tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=6
objective=regression
feature_names=geo_lat geo_lon level levels rooms area object_type
feature_infos=[41.459088999999999:69.499402700000005] [19.914057199999998:159.83671870000001] [1:37] [1:39] [-1:9] [1.8:5000] [1:2]
tree_sizes=3203 3065 3080 3077 3074 3086 3073 3086 3099 3113 3095 3119 3123 3106 3121 3101 3080 3097 3122 3108 3099 3142 3110 3087 3110 3140 3090 3085 3125 3094 3097 3105 3100 3116 3080 3051 3118 3105 3101 3059 3137 3145 3115 3087 3049 3161 3151 3163 3147 3044 3147 3045 3074 3065 3130 3091 3116 3039 3064 3115 3104 3104 3054 3015 3039 3085 3050 3059 3070 3015 3093 3090 3065 3074 3121 2979 3039 2986 3040 3091 3027 3038 3020 2985 3041 3127 3037 3064 3037 3004 3079 3015 3056 2958 2968 2999 3015 3071 3003 2898 2941 3054 2985 2986 3005 3025 3045 3119 2954 3074 3052 3007 2996 2978 3037 3106 2960 2874 2950 3100 2954 2983 3109 2957 3028 3013 3036 2938 3007 3006 2983 3043 2961 2980 2859 3088 3031 3004 3010 3045 2866 2967 2965 3023 2963 3028 2968 3010 2931 3081 3039 2915 2939 2983 2940 2949 2809 2952 2993 2851 2955 3060 2925 3107 2973 2919 2975 2987 3006 2873 2834 2984 2987 3031 2922 3004 3040 2874 2974 3030 3083 3018 2933 2856 2996 2934 3039 2967 2815 2990 3016 3049 2964 3001 3008 2915 2986 3005 2948 3043 2831 2933 3090 2943 2928 2855 2877 2990 2935 2949 3025 3045 2998 3019 3039 2941 3096 2940 2924 2931 2823 2842 2894 2823 2818 2994 3020 2918 2994 2879 2993 2970 2903 2867 2878 2882 2996 2942 3049 2843 2984 3031 3008 2982 2980 2992 2909 2841 2914 2931 3031 2954 2813 2933 2886 2881 2930 2895 3032 2948 2984 3077 3011 3025 3019 3032 2885 2901 3066 2987 2926 2904 3023 2855 2884 2921 2897 2834 2994 2881 2927 2880 3042 2963 2845 2886 3031 2864 2834 2929 2964 3083 2992 2953 2902 2942 2828 2967 3081 2976 2832 3001 2944 2955 2966 2843 2962 3019 2962 2840 2902 2813 2913 2953 3051 2992 2910 2957 2987 2806 2813 2832 2896 3010 2949 2921 2913 3001 2850 2991 2967 2989 2862 2909 2869 3035 2962 2920 3024 2891 2929 2982 2973 2903 2922 2945 3005 2942 2916 3040 2944 2879 2826 2832 3005 2983 3014 2902 2946 2926 2944 2924 2968 2951 2937 2858 3024 2911 2992 2888 2869 2998 2774 2816 2967 2995 2957 2889 2912 2991 2956 2948 2888 2877 2982 2983 2937 2989 2915 2881 2883 2905 2940 2782 2994 2853 2853 2837 2988 2929 2955 2982 2970 2889 2904 2890 2892 2902 2757 2968 2987 2804 2809 2941 2821 2975 2979 3015 2761 2860 2857 2957 2961 2877 2934 2987 2790 2964 2835 2890 2894 2917 2773 2973 2854 2923 2853 2856 2898 2909 2764 2872 2942 2960 2922 3049 2849 2883 2849 3000 2883 2918 2989 2841 2742 2853 2906 2761 2854 2875 3014 2795 2893 2816 3000 2978 2921 2953 2911 2977 2831 2922 2961 2830 2828 2766 2940 2977 2955 3009 2938 2929 2930 2897 2823 2918 2947 2917 2854 2922 3014 2975 2840 2937 2934 2899 2967 2891 2833 2901 2965 2858 2902 2912 2845 2764 2927 2848 2846 2836 2936 2796 2998 2927 2899 2842 2746 2804 2905 2990 2867 2892 2864 2829 2835 2811 2807 2888 2884 2977 2844 2901 2951 2759 2946 2842 2939 2923 2867 2860 2849 2766 2849 2860 2911 2800 3015 2915 2986 2751 2893 2951 2827 2828 2834 2902 2814 2935 2857 2988 2811 2784 2829 2977 2931 2958 2886 2949 2786 2866 2922 2755 2965 2819 2864 2864 2847 2898 2808 2970 2900 3020 2809 2872 2961 2961 2966 2854 2892 2846 2875 2864 2878 2926 2926 2875 2994 2791 2790 2825 2917 2921 2854 2903 2793 2980 2910 2951 2841 2828 2835 2750 2909 2916 2839 2908 2888 2895 2917 2881 2957 2882 2920 2863 2975 2802 2787 2925 2839 2759 2787 3002 2859 2876 2918 2953 2884 2967 2893 2931 3036 2983 2915 2966 2933 3016 2984 3001 2886 2823 2987 2918 2744 2809 2871 2853 2863 2836 2992 2853 2852 3043 2924 2918 2863 2912 3039 2918 2798 2974 2906 2842 2800 2810 2900 2827 2931 2889 2951 2829 2955 2958 2861 2940 2875 2819 3017 2825 2849 2830 2836 2909 2843 2877 2930 2792 2804 2848 2948 2852 2808 2924 3037 2935 2860 2833 2874 2942 2879 2857 2801 2872 2873 2928 2934 2782 2928 2901 2958 2818 2951 2824 2833 2819 2859 2986 2935 2937 2950 2858 2919 2845 2880 2941 2901 2859 3011 2884 2964 2979 2849 2825 2793 2860 2924 2814 2989 2972 2915 2956 2856 2931 2868 2964 3015 2767 2930 2889 2747 2845 2899 2859 2798 3014 2901 2955 2877 2901 2818 2933 3006 2902 2824 2908 2827 2895 2996 2857 2860 2933 2840 2959 2906 2963 2911 2886 2950 2847 2949 2857 2910 2949 2807 2827 2815 2956 2921 2897 2987 2843 2898 2879 2990 2881 2909 2843 2806 2918 3001 2826 2982 2902 2720 2855 2978 2887 2900 2823 3056 2956 2894 2895 2882 2901 2854 2800 2716 2937 2861 2869 2910 2885 2812 2858 2815 2887 2980 2900 2863 2908 2834 2805 2744 2803 2979 2871 2821 2840 2828 2933 2741 2815 2946 2919 2899 2903 2832 2893 2899 2822 2861 2872 2804 2742 2875 2923 2989 2858 2872 2882 2904 2952 2889 2866 2748 2851 2926 2874 2853 2912 2842 2903 2927 2986 2823 2947 2849 2911 2984 2915 2917 2868 2727 2872 2921 2984 2827 2812 2807 2801 2959 2999 2975 2894 2890 2842 2930 2789 2738 2989 2805 2896 2876 2919 2862 2833 2831 2933 2837 2870 2822 2840 2863 2959 2799 2771 2748 2833 2821 2882 2868 2942 2871 2908 2811 2911 2809 2799 2790 2728 2907 2913 2915 2879 2793 2917 2938 2870 2866 2938 2946 2873 2873 2887 2916 2948 2830 2825 2995 2886 2877 2814 2956 2851 2815 2810 2825 2922 2912 2914 2976 2964 2956 2867 2788 2824 2850 2927 2817 2975 2909 2991 2915 2792 2801 2856 2820 2834 2798 2932 2835 2767 2832 3036 2908 2861 2870 2796 2859 2854 2805 2843 2753 2796 2907 2921 2948 2890 2870 2943 2855 2898 2910 2876 2800 2734 2936 2775 2839 2875 2949 2895 2904 2756 2891 2946 2803 2970 3000 2943 2927 2983 2857 2882 2855 2739 2875 2905 2878 2845 2877 2853 2861 2941 2954 2904 2949 2898 2873 2796 2806 2878 2957 2937 2877 2846 2864 2889 2862 2877 2928 2891 2849 2881 2799 2853 2845 2874 2901 2864 2932 2858 2851 2931 2999 2851 2894 2968 2860 2905 2882 2861 2985 2985 2834 2864 2916 2817 2952 2988 2871 2893 2867 2917 2727 2861 2831 2795 2871 2861 2777 2959 2809 2783 2814 2911 2841 2742 2780 2777 2816 2881 2932 2810 2872 2855 2898 2986 2906 2794 2856 2831 2840 2766 2740 2862 2870 3002 2984 2881 2883 2863 2848 2869 2882 2810 2738 2809 2831 2866 2850 2832 2904 2922 2803 2855 2884 2877 2881 2802 2815 2890 2824 2933 2919 2872 2859 2858 2797 2851 2858 2839 2752 2826 2824 2938 2843 2789 2892 2876 2857 2975 2876 2926 2972 2781 2866 2855 2896 2827 2880 2831 2925 2888 2851 2900 2815 2955 2926 2858 2936 2911 2830 2916 2844 2878 2805 2890 2932 2791 2932 2953 2893 2893 2863 2876 2828 2857 2898 2797 2873 2835 2901 2849 2812 2851 2876 2807 2819 2878 2863 2854 2899 2876 2800 2788 2873 2810 2822 2927 2852 2827 2858 2941 2880 2869 2821 2905 3002 2953 2849 2852 2808 2808 2836 2792 2756 2880 3018 2904 2847 2856 2779 2888 2889 2828 2913 2912 2790 2997 2807 2856 2815 2785 2871 2864 2901 2937 2973 2860 2851 2848 3008 2892 2808 2865 2879 2867 2850 2864 2821 3003 2904 2882 2827 2764 2825 2907 2791 2867 2841 2943 2862 2903 2881 2799 2854 2920 2798 2844 2815 2745 2798 2930 2845 2926 2840 2848 2836 2761 2802 2777 2838 2862 2813 2813 2780 2889 2839 2760 2772 2780 2777 2748 2869 2881 2884 2930 2918 2922 2896 2943 2864 2842 2876 2798 2797 2786 2910 2796 2853 2795 2931 3044 2853 2813 2861 2896 2853 2797 2817 2894 2743 2791 2845 2906 2822 2856 2836 2922 2935 2769 2905 2803 2862 2839 2815 2856 2896 2873 2865 2826 2846 2919 2920 2908 2857 2852 2968 2865 2898 2839 2792 2923 2770 2792 2824 2973 2796 2952 2882 2802 2851 2963 2863 2846 2840 2936 2949 2925 2836 2842 2808 2928 2903 2887 2949 2856 2795 2903 2807 2858 2870 2878 2889 2915 2844 2921 2801 2890 3018 2845 2968 2803 2838 2842 2763 2882 2800 2846 2802 2820 2806 2916 2847 2955 2858 2806 2721 2946 2860 2977 2859 2937 2875 2979 2879 2859 2963 2910 2882 2934 2978 2833 2832 2942 2808 2820 2849 2845 2826 2805 2779 2938 2815 2874 2808 2836 2805 2833 2824 2858 2874 2941 2860 2828 2773 2845 2878 2986 2918 2912 2820 2815 2765 2953 2855 2876 2815 2814 2951 2963 2865 2802 2811 2781 2950 2889 2888 2909 2818 2895 2911 2813 2909 2860 2919 2818 2949 2868 3006 2854 2927 2859 2882 2823 2897 2867 2852 2816 2748 2864 2852 2869 2935 2838 2890 2958 2841 2955 2813 2843 2794 2834 2813 2924 2964 2843 2809 2874 2913 2851 2813 2851 2900 2874 2885 2847 2839 2866 2896 2968 2910 2808 2733 2847 2835 2813 2852 2898 2794 2829 2832 2831 2933 2837 2840 2771 2869 2839 2918 2894 2818 2904 2812 2904 2825 2918 2852 2840 2903 2827 2969 2846 2946 2896 2813 2775 2918 2875 2849 2885 2756 2787 2733 2821 2874 2899 2893 2839 2915 2874 2896 2925 2969 2888 2808 2873 2859 2776 2752 2853 2867 2992 2811 2802 2813 2898 2851 2794 2784 2856 2913 2864 2811 2923 2914 2784 2814 2790 2871 2910 2845 2958 2850 2868 2801 2937 2938 2882 2884 2904 2834 2803 2899 2922 2777 2853 2796 2876 2835 2861 2870 2836 2888 2892 2909 2947 2947 2893 2888 2827 2754 2764 2792 2856 2914 2899 2882 2867 2849 2845 2816 2803 2871 2881 2869 2764 2761 2758 2767 2773 2913 2926 2808 2941 2867 2771 2771 2963 2769 2830 2952 2826 2830 2847 2866 2866 2916 2720 2729 2799 2874 2975 2844 2939 2806 2889 2815 2827 2850 2894 2884 2787 2905 2811 2869 2839 2923 2841 2755 2858 2915 2890 2889 2808 2853 2861 2847 2791 2828 2879 2903 2885 2764 2870 2822 2830 2725 2816 2805 2900 2940 2745 2876 2883 2770 2795 2897 2819 2880 2877 2838 2819 2742 2893 2779 2833 2808 2775 2862 2876 2888 2864 2819 2888 2915 2866 2835 2815 2871 2844 2843 2764 2773 2907 2821 2785 2904 2831 2974 2858 2779 2857 2828 2737 2839 2807 2792 2861 2921 2884 2739 2783 2847 2825 2824 2798 2801 2873 2787 2810 2867 2974 2902 2907 2936 2848 2924 2881 2876 2881 2841 2883 2770 2819 2868 2878 2802 2863 2916 2899 2869 2835 2891 2951 2908 2830 2744 2892 2871 2816 2880 2878 2739 2901 2921 2830 2963 2926 2854 2841 2802 2904 2881 2890 2807 2862 2982 2929 2889 2840 2808 2783 2903 2767 2888 2817 2809 2836 2836 2833 2910 2861 2872 2914 2820 2804 2949 2919 2894 2795 2864 2829 2891 2825 2788 2803 2826 2774 2819 2870 2752 2750 2831 2961 2841 2812 2831 2991 2796 2881 2811 2911 2851 2820 2832 2909 2734 2864 2909 2769 2773 2934 2919 2822 2783 2801 2807 2841 2785 2762 2845 2744 2868 2760 2896 2897 2841 2869 2940 2786 2887 2792 2930 2825 2790 2769 2849 2833 2813 2809 2858 2748 2881 2935 2861 2933 2802 2889 2933 2810 2819 2882 2824 2818 2787 2859 2896 2745 2805 2805 2823 2937 2836 2830 2934 2847 2885 2909 2918 2897 2906 2885 2816 2858 2822 2789 2902 2810 2839 2844 2814 2788 2860 2858 2904 2888 2770 2879 2810 2834 2886 2930 2902 2827 2885 2800 2776 2864 2797 2782 2824 2906 2805 2810 2937 2812 2822 2821 2805 2825 2767 2837 2897 2914 2874 2803 2923 2859 2879 2842 2842 2811 2805 2887 2924 2885 2810 2797 2805 2923 2946 2816 2776 2893 2786 2840 2839 2836 2772 2852 2846 2810 2792 2799 2809 2802 2757 2726 2924 2824 2846 2742 2871 2746 2811 2848 2818 2863 2790 2866 2911 2829 2749 2830 2833 2871 2863 2914 2785 2860 2853 2875 2922 2842 2864 2875 2792 2770 2834 2779 2846 2837 2885 2899 2812 2870 2931 2828 2789 2781 2894 2788 2765 2769 2788 2757 2845 2787 2753 2768 2740 2927 2851 2824 2772 2819 2894 2828 2865 2774 2917 2825 2813 2893 2860 2945 2834 2880 2786 2948 2911 2931 2779 2826 2896 2793 2858 2914 2775 2850 2821 2804 2871 2865 2828 2897 2739 2855 2959 2813 2777 2838 2850 2818 2798 2761 2784 2933 2870 2916 2843 2824 2828 2815 2885 2882 2959 2890 2766 2830 2753 2880 2815 2763 2855 2887 2886 2899 2827 2766 2783 2800 2898 2805 2771 2783 2822 2754 2901 2867 2775 2859 2842 2899 2823 2818 2879 2827 2947 2763 2843 2856 2794 3001 2830 2796 2889 2946 2957 2964 2809 2848 2938 2933 2837 2832 2805 2874 2806 2821 2854 2795 2733 2790 2811 2775 2866 2788 2869 2870 2773 2736 2782 2781 2765 2872 2793 2917 2809 2946 2791 2822 2864 2919 2924 2799 2775 2782 2764 2763 2778 2864 2844 2860 2796 2903 2745 2747 2780 2949 2865 2811 2825 2811 2762 2811 2868 2894 2878 2820 2910 2889 2850 2801 2934 2812 2863 2785 2893 2907 2863 2855 2899 2853 2772 2860 2828 2805 2829 2887 2814 2748 2755 2936 2872 2784 2882 2782 2869 2794 2739 2806 2847 2753 2920 2839 2890 2839 2796 2776 2768 2813 2838 2769 2747 2839 2764 2827 2889 2836 2724 2874 2885 2826 2892 2804 2855 2904 2891 2872 2822 2867 2983 2806 2858 2809 2858 2861 2770 2811 2768 2828 2877 2765 2876 2712 2776 2823 2863 2871 2820 2820 2867 2890 2876 2839 2857 2872 2789 2756 2810 2831 2807 2807 2868 2888 2840 2769 2894 2946 2787 2847 2817 2820 2784 2965 2857 2748 2929 2778 2892 2853 2898 2809 2827 2884 2820 2863 2830 2743 2800 2863 2749 2813 2896 2929 2893 2780 2818 2938 2895 2878 2743 2821 2820 2806 2817 2777 2854 2838 2846 2806 2890 2874 2813 2813 2878 2859 2781 2889 2777 2746 2882 2762 2823 2760 2798 2818 2947 2803 2877 2821 2810 2836 2787 2875 2798 2938 2788 2842 2851 2812 2725 2893 2793 2805 2775 2842 2891 2814 2844 2815 2726 2882 2840 2904 2789 2793 2775 2869 2877 2912 2871 2921 2793 2760 2828 2819 2843 2858 2810 2853 2836 2877 2743 2856 2883 2850 2804 2833 2791 2836 2810 2813 2784 2774 2819 2770 2739 2844 2928 2876 2762 2752 2836 2871 2866 2789 2831 2834 2843 2805 2780 2767 2775 2755 2778 2766 2810 2830 2795 2874 2947 2869 2800 2763 2872 2786 2930 2869 2784 2851 2744 2813 2928 2904 2887 2831 2864 2940 2916 2734 2844 2837 2855 2848 2782 2868 2841 2733 2927 2780 2839 2885 2786 2843 2862 2779 2841 2898 2879 2823 2830 2889 2873 2856 2875 2892 2887 2835 2889 2796 2818 2863 2832 2772 2927 2891 2787 2837 2841 2861 2755 2769 2840 2742 2835 2767 2751 2751 2770 2739 2852 2925 2878 2906 2753 2741 2851 2898 2888 2891 2867 2844 2835 2910 2813 2758 2827 2878 2844 2841 2795 2774 2845 2750 2887 2740 2846 2873 2755 2813 2764 2757 2913 2765 2803 2750 2872 2879 2772 2804 2836 2819 2810 2733 2785 2750 2880 2845 2836 2771 2913 2835 2804 2742 2838 2811 2925 2784 2785 2842 2837 2859 2935 2873 2906 2786 2801 2875 2838 2771 2903 2821 2769 2842 2848 2925 2946 2874 2893 2802 2783 2870 2808 2799 2761 2819 2895 2855 2832 2929 2832 2865 2895 2777 2849 2733 2901 2888 2829 2849 2965 2867 2854 2846 2815 2749 2879 2911 2810 2737 2855 2768 2789 2951 2878 2846 2858 2761 2762 2766 2805 2815 2769 2915 2815 2784 2916 2848 2791 2803 2847 2839 2772 2751 2810 2858 2854 2874 2821 2851 2855 2853 2885 2887 2899 2920 2812 2846 2752 2758 2943 2735 2791 2885 2800 2732 2802 2748 2869 2791 2781 2887 2801 2790 2796 2799 2799 2885 2872 2897 2813 2749 2794 2832 2791 2822 2919 2864 2797 2892 2933 2886 2886 2789 2884 2802 2782 2861 2802 2872 2748 2857 2791 2751 2760 2752 2923 2812 2925 2800 2783 2790 2812 2743 2837 2784 2825 2860 2782 2850 2898 2829 2858 2832 2796 2819 2838 2896 2800 2802 2847 2818 2768 2913 2834 2783 2721 2932 2765 2946 2914 2854 2760 2818 2855 2870 2824 2860 2740 2772 2916 2831 2730 2800 2853 2806 2801 2740 2823 2786 2879 2873 2741 2880 2771 2803 2822 2855 2792 2830 2811 2802 2740 2886 2847 2776 2758 2746 2769 2808 2751 2780 2813 2825 2748 2781 2819 2838 2836 2804 2809 2817 2871 2786 2847 2755 2754 2795 2770 2752 2885 2844 2788 2878 2836 2817 2753 2746 2739 2739 2837 2829 2762 2815 2903 2807 2872 2911 2833 2768 2824 2873 2863 2815 2795 2769 2841 2857 2796 2911 2821 2840 2876 2768 2869 2818 2826 2754 2938 2840 2808 2869 2911 2888 2754 2884 2749 2768 2823 2815 2838 2770 2809 2863 2788 2926 2765 2774 2836 2877 2847 2884 2843 2823 2781 2813 2795 2908 2782 2880 2769 2843 2895 2743 2811 2767 2789 2852 2863 2881 2811 2877 2746 2820 2972 2832 2833 2765 2860 2881 2817 2790 2835 2800 2847 2770 2769 2804 2893 2891 2844 2903 2794 2856 2829 2789 2777 2808 2872 2912 2782 2841 2847 2742 2767 2789 2839 2786 2729 2858 2866 2782 2843 2837 2803 2867 2844 2839 2840 2783 2785 2828 2801 2753 2875 2840 2907 2832 2819 2871 2781 2857 2894 2845 2948 2790 2893 2926 2747 2875 2803 2888 2822 2847 2902 2911 2814 2899 2895 2835 2872 2887 2856 2879 2847 2847 2802 2822 2753 2842 2842 2867 2812 2788 2766 2789 2855 2751 2862 2827 2799 2856 2762 2831 2882 2878 2811 2747 2788 2832 2750 2864 2818 2843 2825 2795 2874 2827 2888 2789 2806 2842 2836 2766 2744 2763 2825 2833 2838 2810 2858 2850 2791 2768 2768 2811 2756 2877 2750 2826 2869 2886 2810 2821 2858 2761 2765 2834 2827 2760 2728 2854 2841 2874 2749 2750 2878 2853 2804 2829 2831 2776 2729 2794 2832 2780 2939 2813 2770 2802 2855 2763 2804 2820 2946 2881 2761 2750 2781 2821 2869 2784 2790 2843 2847 2881 2866 2837 2850 2822 2802 2738 2748 2743 2758 2783 2727 2753 2767 2729 2762 2834 2827 2797 2862 2874 2843 2830 2863 2764 2872 2830 2862 2777 2760 2742 2805 2906 2827 2753 2864 2832 2831 2834 2788 2823 2770 2854 2824 2826 2795 2789 2797 2838 2839 2852 2912 2862 2930 2780 2765 2729 2807 2901 2813 2863 2736 2815 2767 2732 2792 2856 2762 2883 2846 2762 2789 2802 2836 2868 2846 2856 2864 2759 2750 2854 2866 2771 2816 2814 2888 2800 2845 2863 2812 2814 2823 2937 2822 2751 2791 2724 2796 2832 2899 2832 2843 2892 2773 2744 2768 2851 2746 2750 2920 2805 2833 2812 2760 2751 2874 2815 2842 2803 2822 2820 2833 2780 2874 2874 2738 2826 2823 2828 2716 2904 2875 2801 2759 2908 2865 2747 2741 2847 2777 2935 2876 2858 2740 2841 2722 2755 2892 2881 2889 2847 2814 2831 2848 2882 2780 2813 2801 2944 2847 2816 2818 2734 2868 2804 2865 2789 2839 2794 2797 2820 2848 2834 2799 2779 2747 2754 2813 2837 2773 2882 2795 2843 2835 2831 2745 2927 2848 2862 2794 2865 2754 2836 2818 2879 2822 2798 2872 2780 2813 2862 2785 2801 2803 2769 2797 2806 2782 2882 2777 2852 2866 2927 2914 2852 2793 2769 2778 2872 2946 2877 2814 2830 2868 2801 2760 2835 2869 2885 2815 2804 2854 2760 2830 2768 2734 2788 2896 2787 2819 2938 2806 2872 2827 2858 2794 2800 2775 2933 2883 2898 2727 2757 2820 2851 2739 2841 2800 2792 2777 2814 2787 2812 2808 2779 2808 2878 2848 2755 2728 2800 2751 2765 2772 2809 2786 2864 2831 2835 2833 2787 2898 2810 2866 2782 2800 2775 2760 2786 2738 2779 2796 2761 2814 2870 2807 2840 2868 2765 2830 2801 2864 2807 2765 2776 2832 2850 2811 2778 2840 2750 2807 2912 2870 2789 2826 2816 2864 2817 2813 2775 2813 2776 2853 2911 2867 2802 2802 2930 2856 2777 2870 2817 2841 2795 2886 2788 2812 2848 2751 2855 2774 2915 2826 2817 2815 2838 2819 2886 2797 2838 2760 2779 2894 2789 2912 2790 2832 2837 2792 2773 2808 2822 2779 2776 2831 2861 2814 2856 2792 2901 2829 2804 2805 2851 2892 2778 2758 2861 2794 2797 2741 2756 2822 2840 2758 2761 2922 2829 2766 2793 2751 2759 2802 2745 2844 2835 2753 2845 2913 2812 2857 2787 2860 2860 2917 2754 2837 2778 2889 2808 2814 2898 2819 2849 2849 2838 2852 2891 2827 2761 2870 2884 2780 2875 2857 2785 2778 2785 2862 2856 2850 2899 2844 2865 2916 2779 2836 2885 2721 2826 2915 2894 2833 2853 2879 2848 2848 2726 2773 2845 2892 2842 2801 2799 2945 2833 2829 2834 2794 2720 2787 2828 2793 2844 2901 2785 2739 2922 2771 2794 2820 2917 2784 2781 2770 2767 2768 2792 2777 2753 2796 2855 2882 2825 2806 2759 2716 2822 2870 2825 2869 2814 2787 2810 2784 2760 2793 2730 2748 2783 2804 2759 2811 2864 2846 2800 2721 2797 2764 2838 2771 2742 2741 2739 2736 2748 2725 2859 2882 2850 2761 2838 2964 2788 2771 2857 2835 2886 2839 2821 2846 2836 2841 2926 2746 2807 2919 2839 2800 2833 2804 2762 2834 2771 2797 2903 2858 2857 2748 2754 2864 2885 2788 2768 2850 2804 2813 2799 2820 2855 2893 2763 2767 2779 2843 2756 2914 2829 2805 2874 2915 2810 2880 2773 2782 2783 2895 2868 2841 2876 2872 2798 2812 2777 2871 2818 2780 2818 2826 2799 2777 2784 2810 2835 2942 2822 2814 2760 2797 2852 2781 2879 2805 2813 2831 2777 2759 2831 2787 2852 2919 2825 2846 2791 2792 2826 2817 2757 2793 2852 2847 2930 2868 2797 2817 2756 2840 2814 2801 2891 2783 2789 2819 2853 2879 2828 2823 2775 2852 2834 2765 2786 2876 2812 2805 2836 2777 2926 2796 2797 2844 2808 2831 2796 2849 2797 2805 2780 2770 2752 2850 2785 2820 2937 2840 2834 2814 2770 2770 2794 2746 2782 2789 2774 2792 2736 2848 2837 2845 2861 2941 2841 2752 2852 2835 2874 2884 2839 2804 2919 2861 2861 2804 2827 2762 2740 2775 2750 2810 2868 2818 2800 2893 2825 2816 2827 2835 2885 2786 2808 2824 2893 2808 2799 2810 2848 2786 2887 2780 2850 2760 2906 2817 2793 2897 2715 2825 2879 2812 2801 2848 2795 2740 2778 2771 2851 2784 2761 2761 2800 2847 2820 2855 2910 2874 2862 2826 2832 2770 2783 2855 2767 2837 2822 2833 2802 2762 2741 2892 2883 2832 2783 2829 2862 2833 2891 2856 2821 2792 2904 2860 2895 2819 2754 2718 2866 2844 2813 2812 2772 2816 2735 2745 2807 2844 2758 2751 2795 2735 2745 2775 2755 2748 2819 2807 2725 2758 2802 2828 2837 2932 2803 2834 2926 2800 2876 2894 2825 2845 2831 2877 2768 2772 2845 2819 2769 2724 2804 2870 2749 2856 2779 2814 2798 2839 2847 2819 2757 2803 2748 2719 2800 2862 2799 2864 2803 2779 2804 2788 2818 2792 2746 2780 2895 2833 2821 2837 2780 2769 2864 2815 2796 2748 2846 2818 2755 2710 2799 2769 2782 2805 2807 2811 2816 2754 2862 2821 2819 2825 2897 2820 2841 2889 2829 2797 2811 2846 2827 2834 2828 2845 2878 2820 2743 2819 2843 2818 2846 2806 2823 2780 2729 2737 2873 2797 2809 2756 2763 2777 2866 2853 2838 2805 2751 2818 2832 2831 2865 2866 2832 2898 2823 2849 2842 2815 2816 2760 2766 2843 2737 2880 2847 2782 2774 2854 2738 2737 2851 2892 2866 2880 2896 2839 2816 2906 2771 2862 2880 2750 2918 2815 2826 2818 2834 2789 2807 2790 2899 2772 2845 2845 2812 2813 2798 2896 2861 2877 2824 2750 2807 2783 2812 2768 2780 2788 2866 2781 2791 2781 2876 2735 2740 2850 2791 2806 2809 2848 2913 2845 2824 2821 2815 2785 2793 2855 2843 2824 2860 2892 2808 2794 2804 2787 2821 2754 2816 2865 2811 2815 2755 2740 2775 2755 2736 2788 2729 2833 2842 2783 2738 2798 2802 2771 2766 2812 2804 2830 2752 2791 2869 2837 2887 2807 2859 2795 2810 2803 2830 2772 2783 2770 2782 2818 2855 2851 2843 2800 2779 2916 2912 2830 2801 2940 2798 2754 2768 2856 2842 2852 2842 2881 2807 2766 2806 2748 2806 2823 2767 2733 2731 2775 2817 2843 2915 2860 2827 2770 2814 2849 2786 2816 2773 2859 2841 2750 2870 2805 2892 2861 2811 2739 2758 2822 2854 2858 2926 2812 2845 2821 2902 2792 2764 2783 2800 2805 2908 2897 2843 2822 2826 2839 2800 2768 2749 2830 2853 2762 2761 2758 2742 2798 2780 2870 2868 2859 2833 2751 2807 2847 2813 2772 2725 2862 2799 2750 2764 2746 2849 2789 2861 2775 2857 2850 2806 2803 2790 2862 2843 2883 2900 2771 2849 2767 2765 2771 2793 2763 2795 2824 2846 2852 2865 2882 2811 2904 2843 2808 2831 2818 2859 2738 2752 2771 2855 2827 2872 2760 2765 2821 2776 2811 2747 2802 2768 2819 2794 2783 2951 2879 2865 2787 2763 2795 2886 2744 2770 2812 2825 2768 2827 2797 2802 2808 2889 2747 2782 2781 2781 2817 2748 2873 2794 2837 2822 2812 2745 2738 2792 2851 2765 2816 2816 2817 2828 2788 2898 2802 2801 2855 2793 2830 2758 2826 2884 2833 2817 2774 2823 2813 2744 2830 2803 2840 2789 2863 2792 2788 2807 2839 2808 2858 2845 2821 2811 2844 2870 2765 2867 2854 2810 2732 2790 2797 2787 2760 2860 2800 2779 2745 2877 2818 2863 2828 2875 2765 2841 2771 2805 2774 2788 2823 2770 2745 2817 2762 2814 2764 2767 2790 2860 2864 2792 2819 2756 2779 2885 2840 2866 2804 2784 2852 2808 2803 2799 2836 2788 2794 2752 2846 2761 2735 2763 2780 2797 2752 2822 2783 2734 2835 2740 2744 2823 2879 2822 2879 2820 2865 2811 2838 2779 2810 2933 2816 2800 2763 2790 2801 2828 2741 2798 2819 2881 2788 2731 2795 2778 2750 2807 2796 2911 2851 2876 2820 2826 2806 2764 2880 2831 2909 2799 2899 2883 2805 2840 2932 2782 2892 2923 2839 2762 2881 2784 2787 2864 2976 2834 2870 2799 2779 2788 2836 2811 2790 2772 2861 2797 2935 2810 2852 2893 2760 2894 2790 2748 2819 2792 2794 2803 2774 2779 2873 2748 2801 2849 2846 2798 2778 2840 2776 2806 2819 2805 2802 2865 2813 2833 2824 2792 2766 2806 2814 2882 2833 2757 2810 2855 2800 2848 2810 2814 2847 2836 2847 2878 2766 2740 2807 2781 2777 2785 2832 2798 2821 2819 2803 2856 2822 2811 2789 2781 2816 2873 2750 2750 2756 2831 2834 2785 2828 2761 2817 2832 2778 2838 2898 2858 2800 2850 2766 2756 2810 2764 2884 2821 2836 2728 2861 2855 2794 2785 2848 2826 2838 2805 2815 2832 2844 2779 2783 2888 2900 2806 2837 2852 2860 2795 2791 2814 2827 2864 2738 2771 2758 2844 2823 2875 2832 2770 2830 2851 2851 2804 2782 2898 2802 2739 2751 2797 2833 2790 2872 2838 2820 2786 2743 2734 2744 2864 2755 2811 2876 2885 2796 2848 2799 2804 2801 2779 2825 2847 2875 2906 2864 2772 2857 2867 2808 2759 2787 2840 2852 2839 2842 2776 2776 2821 2799 2837 2869 2823 2803 2777 2750 2744 2775 2799 2745 2851 2925 2794 2842 2848 2866 2831 2857 2776 2797 2763 2758 2847 2828 2786 2755 2895 2819 2775 2745 2856 2775 2794 2753 2740 2803 2780 2773 2803 2859 2746 2844 2853 2767 2838 2809 2840 2806 2763 2838 2754 2799 2771 2802 2854 2820 2838 2908 2827 2757 2879 2832 2807 2811 2844 2834 2769 2779 2805 2815 2742 2864 2851 2796 2848 2828 2843 2746 2787 2805 2792 2852 2821 2795 2808 2765 2810 2784 2741 2820 2762 2724 2831 2768 2767 2800 2765 2756 2740 2834 2825 2810 2790 2748 2777 2781 2741 2839 2779 2920 2767 2742 2782 2878 2751 2761 2870 2839 2792 2812 2809 2810 2803 2835 2793 2790 2768 2753 2751 2897 2791 2802 2904 2825 2780 2779 2875 2942 2893 2767 2788 2896 2821 2780 2754 2751 2806 2732 2777 2839 2835 2854 2789 2738 2815 2796 2864 2774 2912 2836 2861 2827 2846 2792 2758 2833 2881 2773 2819 2840 2819 2861 2866 2884 2826 2831 2871 2819 2808 2814 2830 2803 2849 2799 2827 2863 2819 2809 2889 2837 2766 2754 2806 2847 2757 2752 2781 2828 2789 2831 2772 2794 2790 2799 2863 2831 2805 2811 2747 2803 2802 2789 2887 2793 2822 2738 2755 2768 2780 2802 2815 2793 2716 2814 2856 2841 2843 2899 2914 2740 2851 2887 2760 2886 2816 2816 2817 2737 2846 2734 2811 2937 2770 2883 2830 2792 2807 2818 2830 2792 2781 2768 2732 2813 2769 2738 2794 2826 2813 2910 2788 2765 2775 2771 2846 2816 2776 2767 2882 2817 2754 2772 2830 2875 2908 2808 2784 2883 2801 2819 2774 2825 2765 2803 2800 2821 2822 2803 2737 2836 2782 2806 2727 2823 2734 2783 2758 2830 2775 2831 2808 2803 2847 2768 2759 2784 2814 2800 2756 2796 2794 2788 2881 2786 2784 2824 2740 2864 2836 2838 2798 2827 2894 2808 2849 2841 2772 2773 2766 2717 2799 2856 2860

Tree=0
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 5 0 0 0 5 5 3 1 1 3 3 5 0 1 0 1 1 5 5 0 1 1 1 1 5
split_gain=1.08966e+19 3.5555e+18 3.03105e+18 1.41556e+18 1.05653e+18 9.81971e+17 6.87973e+17 5.5577e+17 6.65628e+17 5.37687e+17 2.63501e+17 2.17107e+17 2.09981e+17 2.46218e+17 1.9512e+17 1.74567e+17 1.69537e+17 2.01157e+17 1.61341e+17 1.52375e+17 1.47351e+17 1.30061e+17 1.2401e+17 1.22001e+17 1.17608e+17 1.17527e+17 1.07435e+17 1.06584e+17 1.12397e+17 9.48448e+16
threshold=37.971176850000006 52.020000000000003 67.00500000000001 55.535913550000011 98.020000000000024 72.705000000000013 55.899899800000007 55.455204450000004 55.899899800000007 49.010000000000012 36.995000000000012 10.500000000000002 37.832345550000007 37.328003200000005 10.500000000000002 10.500000000000002 92.035000000000011 55.899899800000007 30.451272450000005 55.628356700000005 37.328003200000005 37.832345550000007 114.05000000000001 91.050000000000011 55.628356700000005 30.451272450000005 30.502469200000004 37.328003200000005 37.832345550000007 38.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 23 11 6 12 -1 10 15 -9 -4 13 -5 -11 -2 17 27 -8 -15 -12 24 -6 -3 -22 -19 29 -7 -29 -10
right_child=2 3 4 5 22 16 18 8 26 14 20 -13 -14 19 -16 -17 -18 25 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3765576.3106144075 3682547.5441232808 3958257.8114276039 3872490.2388774329 4136778.2105935216 4178305.0548855327 4310378.1370796002 4229340.2436022041 4013952.8108947491 3893459.2287655179 3769172.620295912 3969615.7255954919 4013456.0949050905 4177159.4375288771 4360837.7944610268 3873586.0784867909 3754973.1705271401 4789050.5534643745 4513071.3109774347 4010831.8215135024 4651032.9584326297 4141423.8989144424 4030494.1014613337 4402469.6957080187 4287512.2444589743 4373686.936362044 4194754.9749690695 3828257.712916242 4812520.0222819 4386928.2177696452 4029804.9507426922
leaf_weight=102058 1235220 91197 274146 14583 49749 6451 91281 96722 105928 655495 19409 181650 21369 24200 246193 455524 41394 38833 53654 71711 30292 19918 48972 12838 77776 16539 90512 38738 7389 98423
leaf_count=102058 1235220 91197 274146 14583 49749 6451 91281 96722 105928 655495 19409 181650 21369 24200 246193 455524 41394 38833 53654 71711 30292 19918 48972 12838 77776 16539 90512 38738 7389 98423
internal_value=3.87762e+06 4.13801e+06 3.78071e+06 4.32959e+06 3.99291e+06 4.41033e+06 4.29883e+06 3.97955e+06 4.02007e+06 3.73532e+06 4.14221e+06 3.92867e+06 4.46411e+06 4.5196e+06 3.79768e+06 3.70206e+06 4.61699e+06 4.55101e+06 4.14845e+06 4.57781e+06 4.22637e+06 4.2653e+06 4.28951e+06 3.99889e+06 4.30858e+06 4.41799e+06 3.91896e+06 4.6911e+06 4.74435e+06 3.95913e+06
internal_weight=0 1.17122e+06 3.14695e+06 530177 554517 426142 276798 641038 538980 2.59243e+06 244117 455796 131863 110494 901688 1.69074e+06 149344 107950 144935 95911 147395 127986 98721 104035 108068 55372 294863 52578 46127 204351
internal_count=4318164 1171215 3146949 530177 554517 426142 276798 641038 538980 2592432 244117 455796 131863 110494 901688 1690744 149344 107950 144935 95911 147395 127986 98721 104035 108068 55372 294863 52578 46127 204351
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 5 0 0 0 5 5 3 5 5 0 1 1 0 3 1 1 0 1 5 1 1 1 0 1 0
split_gain=8.82622e+18 2.89343e+18 2.49038e+18 1.21384e+18 1.00569e+18 8.89447e+17 5.38197e+17 4.04781e+17 4.54458e+17 2.44141e+17 2.4207e+17 2.40918e+17 1.86987e+17 1.71903e+17 1.7806e+17 1.45793e+17 1.94765e+17 1.93534e+17 1.33552e+17 1.20933e+17 1.17696e+17 1.15191e+17 1.47788e+17 1.13272e+17 1.06477e+17 8.99183e+16 1.00624e+17 1.00424e+17 7.82933e+16 6.56662e+16
threshold=37.971176850000006 50.005000000000003 87.395000000000024 55.455204450000004 59.245000000000012 70.00500000000001 55.899899800000007 55.416472000000006 55.899899800000007 112.04500000000002 39.355000000000011 10.500000000000002 31.990000000000006 89.00500000000001 55.899899800000007 37.328003200000005 37.832345550000007 55.628356700000005 10.500000000000002 30.451272450000005 37.314272700000011 55.591389050000011 37.832345550000007 88.015000000000015 30.451272450000005 37.328003200000005 37.832345550000007 55.628356700000005 30.468306550000005 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 23 10 6 15 -1 12 -4 -2 -6 -9 14 25 -5 17 -17 -12 -8 -14 -22 -23 -3 -16 -7 27 -27 -10 -19
right_child=2 3 9 5 11 13 19 8 28 -11 18 -13 20 -15 24 16 -18 29 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-114338.11286663817 -182242.57513671211 30476.937861928393 205951.50299145316 216960.27422213746 -49579.396189576517 368395.799802783 294986.91295345308 42877.064235950471 67893.968842675706 466153.68023056607 -134663.93761509479 69171.280488779914 43909.321281575147 796133.57402962784 546222.94667241245 384430.78203973052 261311.6931982142 721971.079919777 -63103.933495146368 109578.49301777511 127601.08461285688 383667.26702717197 109345.26556585911 330465.13454098505 258147.25954908424 578356.86661506433 431889.79562926351 905249.55452096881 -43904.958417043526 484467.29353056767
leaf_weight=89290 906102 82833 116659 16663 504874 7198 94550 48342 184112 52192 949309 258222 21625 52103 41123 32780 22161 60115 359591 56024 33967 108506 23979 14842 18649 13511 8594 30870 94941 14437
leaf_count=89290 906102 82833 116659 16663 504874 7198 94550 48342 184112 52192 949309 258222 21625 52103 41123 32780 22161 60115 359591 56024 33967 108506 23979 14842 18649 13511 8594 30870 94941 14437
internal_value=0 234350 -87219 396754 -108401 463574 358688 82232.7 116283 286380 -142510 -9395.67 218293 644472 578591 495384 531211 586938 -115004 226002 263381 291894 334017 76061 456343 700025 745085 805733 29857.1 675978
internal_weight=0 1.17122e+06 3.14695e+06 566453 2.9781e+06 468778 296730 604762 515472 168851 2.215e+06 763096 236419 172048 119945 146156 129493 107332 1.3089e+06 150574 188077 166452 132485 97675 59772 60173 52975 44381 279053 74552
internal_count=4318164 1171215 3146949 566453 2978098 468778 296730 604762 515472 168851 2215002 763096 236419 172048 119945 146156 129493 107332 1308900 150574 188077 166452 132485 97675 59772 60173 52975 44381 279053 74552
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=1 5 5 5 0 0 0 5 5 5 0 5 3 3 0 1 1 1 5 5 1 1 0 3 3 1 0 1 5 5
split_gain=7.14924e+18 2.39191e+18 2.04227e+18 7.78049e+17 6.74525e+17 6.72618e+17 7.46316e+17 4.57407e+17 2.944e+17 2.33003e+17 2.21399e+17 2.06903e+17 1.59611e+17 1.58269e+17 1.25732e+17 1.33522e+17 1.88246e+17 1.1494e+17 1.08721e+17 9.89257e+16 9.60267e+16 1.02629e+17 1.12375e+17 8.93385e+16 8.14937e+16 7.29603e+16 6.7129e+16 8.62252e+16 6.3995e+16 6.34426e+16
threshold=37.971176850000006 64.020000000000024 64.020000000000024 96.015000000000015 55.455204450000004 55.416472000000006 55.899899800000007 44.005000000000003 41.505000000000003 84.030000000000015 55.899899800000007 46.010000000000012 10.500000000000002 10.500000000000002 55.591389050000011 37.342273500000012 37.792847950000002 30.468306550000005 29.985000000000003 120.05000000000001 37.328003200000005 37.832345550000007 55.601678500000013 5.5000000000000009 10.500000000000002 37.314272700000011 55.56564190000001 37.832345550000007 74.610000000000014 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 12 29 -1 7 18 24 10 20 -8 -4 -10 -9 -16 -17 -12 -7 -5 -6 22 -22 -13 -2 -20 -27 -28 -14 -3
right_child=2 4 3 19 9 6 11 14 13 -11 17 23 28 -15 15 16 -18 -19 25 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-80360.22523909976 -175755.83691530232 96434.923501123354 -12833.325641884272 253979.53298826111 288317.73994054529 17785.352318122303 16009.288154083419 213342.22618045309 -109282.66935559275 682463.97093524213 430715.20413757529 12791.553579688936 42341.640067649772 -32062.658638988069 170527.37494249697 544626.46838676592 233897.40188872028 173109.99739393199 19136.900712834042 455407.25241093244 429033.91608641 350656.22010965861 755736.63101643429 205206.99236934137 -115097.77921631292 71141.553180415242 302079.97002725181 81152.699626888832 151820.75145706444 408587.87950875709
leaf_weight=130297 789079 45799 338599 70707 9556 38684 249877 30661 1032597 73308 55909 30413 105860 357249 16283 89112 24957 25095 18617 37215 13741 11330 45033 116804 307915 22301 94099 21749 107728 7590
leaf_count=130297 789079 45799 338599 70707 9556 38684 249877 30661 1032597 73308 55909 30413 105860 357249 16283 89112 24957 25095 18617 37215 13741 11330 45033 116804 307915 22301 94099 21749 107728 7590
internal_value=0 210915 -78497.1 77863.5 461543 129430 165704 270742 -120002 534729 467321 71414.8 29867.2 -89433.9 395546 438404 476642 350909 167926 323438 585696 626232 679356 165457 -158730 204976 230019 260604 97559.9 140812
internal_weight=0 1.17122e+06 3.14695e+06 660109 287361 883854 753557 356463 2.48684e+06 233972 160664 397094 552187 1.38985e+06 161013 130352 114069 81004 195450 107922 79660 70104 58774 147217 1.09699e+06 156766 138149 115848 213588 53389
internal_count=4318164 1171215 3146949 660109 287361 883854 753557 356463 2486840 233972 160664 397094 552187 1389846 161013 130352 114069 81004 195450 107922 79660 70104 58774 147217 1096994 156766 138149 115848 213588 53389
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 5 0 0 0 3 5 5 1 1 0 1 1 0 5 0 3 5 1 3 1 5 5 1 1 0
split_gain=5.81019e+18 2.00233e+18 1.65036e+18 7.01729e+17 6.54384e+17 4.22503e+17 3.67614e+17 4.15418e+17 2.42989e+17 2.1167e+17 2.08067e+17 1.6068e+17 1.15815e+17 1.21782e+17 1.45914e+17 1.13405e+17 1.37596e+17 1.0683e+17 1.00901e+17 1.00127e+17 9.90056e+16 9.74817e+16 9.578e+16 9.35605e+16 8.07637e+16 7.40518e+16 7.24003e+16 7.19163e+16 9.40881e+16 8.51106e+16
threshold=38.096381250000007 56.005000000000003 87.395000000000024 55.455204450000004 49.010000000000012 73.405000000000015 55.455204450000004 55.899899800000007 55.885524800000006 10.500000000000002 37.505000000000003 110.05000000000001 37.832345550000007 37.39371280000001 55.674875350000008 37.832345550000007 37.39371280000001 55.645049100000001 102.01000000000001 55.885524800000006 5.5000000000000009 39.025000000000013 30.434657650000002 10.500000000000002 30.451272450000005 64.020000000000024 74.610000000000014 37.832345550000007 37.328003200000005 55.628356700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -3 23 8 -1 10 12 25 -8 -4 13 -5 -15 16 -12 -18 19 27 -9 -22 -21 -2 -10 -6 -11 28 -7 -30
right_child=2 3 11 5 9 18 7 20 24 26 15 -13 -14 14 -16 -17 17 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-72881.589369475361 -145893.79009144413 90629.869758164496 164019.64303681883 247437.50882646252 -84146.959303989221 318672.50966070849 93407.911582908535 -60157.91254421234 289369.66919698205 4183.0832847175261 115134.22325205379 372601.86163619976 219011.08178042073 370739.13554827071 661059.51253498415 106330.91409928734 212284.51771265935 416539.8662599349 734528.00223151501 504011.74959763489 9464.1706362690256 131538.50910450637 250940.81218269971 -92239.996283526707 120121.33714332432 -23166.204534039167 113037.53708668659 351911.54344966006 499281.43397835887 799582.11392170237
leaf_weight=124018 1219163 86014 111653 18234 578434 7519 111014 76835 69621 307900 30534 55187 21445 30183 40596 35724 37169 82312 22152 44630 134259 127570 22492 443139 47384 303685 76228 10029 13976 29065
leaf_count=124018 1219163 86014 111653 18234 578434 7519 111014 76835 69621 307900 30534 55187 21445 30183 40596 35724 37169 82312 22152 44630 134259 127570 22492 443139 47384 303685 76228 10029 13976 29065
internal_value=0 184557 -72905.7 348386 -90334 407143 84603 115340 321252 -36173.1 201718 233014 427627 477887 537255 266453 304584 352999 537509 503335 39652.2 68942 419210 -131591 220828 -63153.3 25784.6 596531 645054 702070
internal_weight=0 1.22278e+06 3.09539e+06 463340 2.92855e+06 377326 759435 635417 227463 1.26625e+06 296753 166840 110458 89013 70779 185739 150015 119481 149863 127711 338664 261829 67122 1.6623e+06 117005 882119 384128 60589 50560 43041
internal_count=4318164 1222775 3095389 463340 2928549 377326 759435 635417 227463 1266247 296753 166840 110458 89013 70779 185739 150015 119481 149863 127711 338664 261829 67122 1662302 117005 882119 384128 60589 50560 43041
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=1 5 5 5 5 0 0 0 5 0 0 5 0 1 5 1 0 1 3 5 1 1 1 0 1 1 0 1 0 3
split_gain=4.70626e+18 1.6415e+18 1.34221e+18 4.59371e+17 4.55592e+17 3.99994e+17 3.00597e+17 2.59546e+17 2.53664e+17 1.99147e+17 2.04088e+17 1.46543e+17 1.45164e+17 1.1159e+17 9.55772e+16 9.26632e+16 1.05466e+17 1.18899e+17 8.38113e+16 7.91876e+16 7.36748e+16 8.824e+16 7.00222e+16 6.94493e+16 6.81719e+16 6.41406e+16 8.25301e+16 1.04484e+17 6.10054e+16 6.05243e+16
threshold=38.096381250000007 65.045000000000016 68.00500000000001 48.035000000000004 100.05000000000001 55.535913550000011 55.416472000000006 55.899899800000007 48.945000000000007 55.388132500000005 55.885524800000006 85.020000000000024 55.885524800000006 82.957885500000017 32.910000000000004 37.832345550000007 55.576287050000012 37.39371280000001 10.500000000000002 34.010000000000012 37.832345550000007 37.39371280000001 30.578016350000002 55.645049100000001 30.451272450000005 37.832345550000007 55.56564190000001 37.39371280000001 56.028355650000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 9 13 -3 -5 15 19 -1 14 12 20 29 -11 16 -8 -18 -10 -2 21 -7 -9 -23 -14 26 -16 -28 -24 -4
right_child=2 5 4 6 -6 11 7 22 18 10 -12 -13 24 -15 25 -17 17 -19 -20 -21 -22 23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-89266.200974390173 -150618.26043661067 145794.54091598457 -17028.460453075219 -16379.422667650888 292074.95078935887 310280.45177222247 179729.15740855297 185997.02962002694 -71944.522730319382 31644.086956117259 15820.236473593424 561309.59783110756 363191.44421581511 -46508.482705239672 54578.69443288687 167859.97628425353 202360.22059766366 479393.39288277191 -4702.6445267770478 -103673.96662478059 274828.54823349934 414402.38712058734 145666.6583204694 684650.02196480474 172057.53184327029 56873.178548468779 66932.594880097138 294490.9279019059 -102436.982691125 91113.178482075571
leaf_weight=86917 531711 58218 64785 55588 85446 13263 22739 101237 681106 59390 277087 68977 51165 112025 28528 27365 19703 72491 254672 1108343 13106 13585 21156 31695 29374 35293 25897 91356 18645 257301
leaf_count=86917 531711 58218 64785 55588 85446 13263 22739 101237 681106 59390 277087 68977 51165 112025 28528 27365 19703 72491 254672 1108343 13106 13585 21156 31695 29374 35293 25897 91356 18645 257301
internal_value=0 166101 -65615.1 103049 81005.3 379010 196239 237953 -95189.1 50797.2 74319.3 440399 385599 39460.4 141728 333238 372614 420188 -53644.6 -118893 489146 537125 141817 603570 293482 177834 207118 244231 29441.1 69361.4
internal_weight=0 1.22278e+06 3.09539e+06 943392 519557 279383 338924 283336 2.57583e+06 604468 517551 221165 152188 434111 240464 142298 114933 92194 935778 1.64005e+06 71649 58543 141038 45280 80539 181074 145781 117253 39801 322086
internal_count=4318164 1222775 3095389 943392 519557 279383 338924 283336 2575832 604468 517551 221165 152188 434111 240464 142298 114933 92194 935778 1640054 71649 58543 141038 45280 80539 181074 145781 117253 39801 322086
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=1 5 5 5 0 0 0 5 5 0 5 5 3 5 1 1 0 1 1 1 3 0 1 1 0 5 5 0 0 0
split_gain=3.81207e+18 1.33921e+18 1.11499e+18 4.55423e+17 4.10326e+17 3.26263e+17 3.68598e+17 2.32009e+17 1.61864e+17 1.17512e+17 1.13194e+17 1.10794e+17 1.10515e+17 1.00653e+17 9.22723e+16 1.10556e+17 9.63253e+16 8.51902e+16 7.32345e+16 6.90893e+16 7.343e+16 6.72344e+16 6.56224e+16 7.67601e+16 8.24751e+16 6.02261e+16 5.93118e+16 5.74845e+16 5.15745e+16 5.11119e+16
threshold=38.096381250000007 62.015000000000008 88.015000000000015 59.245000000000012 55.416472000000006 55.455204450000004 55.885524800000006 42.605000000000011 81.00500000000001 55.899899800000007 36.305000000000007 39.355000000000011 10.500000000000002 118.33500000000002 37.832345550000007 37.342273500000012 55.664473600000008 30.451272450000005 30.502469200000004 82.95335685000002 5.5000000000000009 59.609407350000005 37.832345550000007 37.314272700000011 55.601678500000013 116.06000000000002 26.005000000000006 59.820733200000006 56.028355650000009 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 11 25 -1 7 26 9 22 -8 29 -5 -4 15 -9 -17 21 27 20 -13 -12 23 -6 -25 -3 -7 -11 -19 -2
right_child=2 4 13 12 8 6 10 14 -10 18 17 19 -14 -15 -16 16 -18 28 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-52664.897576280142 7235.0584907154371 62899.73877834317 151472.43385333856 -33463.511206139396 170222.44942143557 -16228.290942877293 -32943.952314654067 91636.900559923481 481828.71462379675 -8105.4274121528406 -238218.9536739114 -97508.562281099061 47332.974491466448 332445.09009106754 121866.65233154605 234974.25748279123 425677.89221935609 91542.742060438162 96208.474847893231 -113685.21871438532 -39553.855962666385 139965.13510298639 216538.641398532 284338.60165279632 537601.87978580757 454536.39355543 136090.45532102641 326008.25599916006 -43157.175025559925 -127709.62578477155
leaf_weight=143895 29011 58527 117381 502778 9577 30846 123239 19360 90835 5673 4845 363274 255233 41633 31682 43680 67288 50942 26463 373602 549046 158101 16706 17284 50214 4209 149301 55800 64308 863431
leaf_count=143895 29011 58527 117381 502778 9577 30846 123239 19360 90835 5673 4845 363274 255233 41633 31682 43680 67288 50942 26463 373602 549046 158101 16706 17284 50214 4209 149301 55800 64308 863431
internal_value=0 149491 -59053.6 -73020.2 319755 85166.2 111838 188100 372830 318345 46838.2 -96251.5 -6258.19 198855 274932 312142 350612 82181.2 235299 -77463.7 -62630.7 128720 396214 435159 472750 89174.9 110009 295175 16381.9 -123323
internal_weight=0 1.22278e+06 3.09539e+06 2.93638e+06 335288 887487 743592 342157 272552 181717 401435 2.17836e+06 758011 159014 162010 130328 110968 278196 87936 1.28592e+06 912320 162946 93781 77075 67498 62736 180147 61473 115250 892442
internal_count=4318164 1222775 3095389 2936375 335288 887487 743592 342157 272552 181717 401435 2178364 758011 159014 162010 130328 110968 278196 87936 1285922 912320 162946 93781 77075 67498 62736 180147 61473 115250 892442
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 5 0 0 0 5 5 3 1 1 1 0 1 1 0 5 1 1 0 5 0 0 0 0 0 1
split_gain=3.09897e+18 1.06966e+18 9.19728e+17 4.10895e+17 2.96592e+17 2.35858e+17 2.03575e+17 2.22586e+17 1.95127e+17 1.86772e+17 1.05382e+17 9.89935e+16 9.57914e+16 7.85442e+16 7.66562e+16 7.51991e+16 6.82634e+16 6.74578e+16 6.47904e+16 6.29179e+16 6.25202e+16 8.31586e+16 8.00432e+16 6.03803e+16 5.81633e+16 5.74043e+16 5.88062e+16 5.70363e+16 7.97408e+16 5.40222e+16
threshold=37.944765900000007 55.005000000000003 69.015000000000015 55.535913550000011 102.01000000000001 74.610000000000014 55.349623500000007 55.91302515000001 55.885524800000006 42.005000000000003 34.920000000000009 10.500000000000002 82.957885500000017 30.578016350000002 37.275078000000001 55.591389050000011 37.712318250000003 37.457850350000008 60.052595500000002 103.45000000000002 37.39371280000001 37.712318250000003 55.645049100000001 33.57500000000001 56.028355650000009 60.693675950000006 59.834458500000004 55.885524800000006 59.834458500000004 37.342273500000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 -3 12 8 -1 10 20 -2 -8 -11 -4 23 -12 -16 17 -17 19 27 -5 22 -22 -9 -15 26 -10 29 -29 -7
right_child=2 3 4 5 -6 18 7 13 25 11 14 -13 -14 24 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-74921.813364084577 -104552.46963456362 70025.695769005746 66683.963515940821 181907.9769559119 249219.20332797419 219387.56816185359 44549.956930690045 -36018.948958837856 83151.447934817479 -66675.10044358467 -8180.3586085787774 -7993.1650719950258 -41582.034760470735 32696.138160643532 83686.627287984331 166752.28387833806 139797.9432218291 340918.52234412683 45444.238221472035 593497.55315871048 274354.2153494563 243815.25698871328 527828.16989081295 82409.940412713098 -140237.61362403957 -166088.89751822714 227279.33973840342 148196.71562726606 404242.96964190074 516029.06589882029
leaf_weight=94245 1176271 92742 320138 19253 79573 7151 74063 56654 43927 1086435 19041 390909 109735 35690 41874 33348 49981 66754 4651 18969 17993 29450 40501 179294 42738 5107 79623 17214 41453 43387
leaf_count=94245 1176271 92742 320138 19253 79573 7151 74063 56654 43927 1086435 19041 390909 109735 35690 41874 33348 49981 66754 4651 18969 17993 29450 40501 179294 42738 5107 79623 17214 41453 43387
internal_value=0 140185 -51193.6 258175 71874.5 305504 61701.5 83181.8 245481 -74820.5 147175 -51147.7 39046.6 25156 183197 202181 235242 282897 412086 425390 345128 380860 449859 53973.7 -61541.2 162456 176036 396190 329114 474055
internal_weight=0 1.1551e+06 3.16306e+06 461421 509446 368679 693682 599437 235854 2.65362e+06 285061 1.47734e+06 429873 314376 210998 191957 150083 100102 132825 128174 107197 87944 58494 235948 78428 128657 123550 109205 58667 50538
internal_count=4318164 1155103 3163061 461421 509446 368679 693682 599437 235854 2653615 285061 1477344 429873 314376 210998 191957 150083 100102 132825 128174 107197 87944 58494 235948 78428 128657 123550 109205 58667 50538
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 5 0 3 0 1 0 0 0 3 3 0 1 1 5 1 5 0 5 1 0 0 0 3 1 1
split_gain=2.52089e+18 9.12839e+17 7.53497e+17 3.49598e+17 3.09137e+17 2.58844e+17 1.70559e+17 1.26148e+17 8.87934e+16 1.38637e+17 8.81768e+16 9.70055e+16 8.40621e+16 8.45124e+16 7.72213e+16 7.46313e+16 7.3835e+16 7.97509e+16 7.15064e+16 6.84081e+16 6.34918e+16 6.34043e+16 6.1285e+16 6.12077e+16 7.64447e+16 5.37278e+16 7.39381e+16 4.90621e+16 4.88125e+16 6.31198e+16
threshold=38.096381250000007 50.005000000000003 88.015000000000015 55.535913550000011 59.510000000000012 70.00500000000001 55.885524800000006 5.5000000000000009 44.039893800000009 40.810045900000013 55.535913550000011 55.86787755000001 55.030402950000003 5.5000000000000009 10.500000000000002 60.052595500000002 37.777459000000007 37.39371280000001 128.92000000000004 37.792847950000002 95.020000000000024 55.674875350000008 77.00500000000001 37.39371280000001 55.674875350000008 55.899899800000007 59.846652800000008 12.500000000000002 37.832345550000007 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 22 8 6 16 -1 9 -2 -9 19 -10 -14 -6 20 17 -5 27 23 25 -19 -3 -12 -25 28 -27 -4 29 -7
right_child=2 3 18 5 14 15 -8 10 12 -11 11 -13 13 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-46876.731089119865 162024.79962064687 16236.296207989726 81462.773109405418 146997.09027004291 -27023.554199395709 290477.95692271361 122532.27034048487 -35394.124588890743 -99784.909099296972 -122723.59949374164 40623.501433131183 37509.033136516664 -95650.02687033762 -34326.410650802827 40800.359209045695 11634.81834698563 144607.18340011229 253041.43764956045 310199.03263595124 29540.904374729696 484273.11888046574 430446.31428866874 182021.11251324986 110671.18728846354 279809.23652244406 112213.00701202986 338960.65298185061 205366.82520320994 205852.71460414864 513147.1539190535
leaf_weight=136310 37762 88803 76479 22341 498510 20005 158168 78761 1188326 31247 28868 235912 382421 545011 253098 6360 33470 33545 27638 46423 33233 50436 29774 48162 60026 21278 44365 54897 11526 35009
leaf_count=136310 37762 88803 76479 22341 498510 20005 158168 78761 1188326 31247 28868 235912 382421 545011 253098 6360 33470 33545 27638 46423 33233 50436 29774 48162 60026 21278 44365 54897 11526 35009
internal_value=0 121566 -48022.3 211293 -59503.7 250023 193660 38365.5 -78534.8 33091.9 61690.5 79922.8 -82175.7 -59612.8 -4184.39 347790 274138 314914 163995 134457 360714 359584 57863.9 169994 204514 329650 265461 133238 392973 432177
internal_weight=0 1.22278e+06 3.09539e+06 588313 2.93638e+06 469736 297960 634462 2.18477e+06 69009 498152 419391 2.11576e+06 927432 751608 171776 139792 106322 159014 183479 165416 83981 118577 137056 108188 132183 65643 131376 66540 55014
internal_count=4318164 1222775 3095389 588313 2936375 469736 297960 634462 2184767 69009 498152 419391 2115758 927432 751608 171776 139792 106322 159014 183479 165416 83981 118577 137056 108188 132183 65643 131376 66540 55014
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 1 0 5 5 0 5 1 0 0 0 1 0 3 1 0 5 3 3 6 1 5 6 0 0 5
split_gain=2.04854e+18 7.33977e+17 6.27803e+17 2.40751e+17 2.33443e+17 2.09295e+17 2.01781e+17 1.12674e+17 1.1061e+17 1.01703e+17 9.28287e+16 9.02571e+16 8.93464e+16 9.30936e+16 8.56558e+16 8.49473e+16 8.87753e+16 8.25276e+16 6.91068e+16 6.68596e+16 6.57061e+16 5.6853e+16 5.33037e+16 5.22867e+16 5.22141e+16 5.05944e+16 4.99755e+16 4.92105e+16 5.09198e+16 4.8755e+16
threshold=37.889331900000009 61.020000000000003 64.020000000000024 55.416472000000006 92.035000000000011 37.362912300000012 55.535913550000011 34.010000000000012 41.305000000000007 60.063729500000008 89.00500000000001 82.957885500000017 59.820733200000006 60.052595500000002 55.860536450000005 37.342273500000012 59.820733200000006 5.5000000000000009 37.692869000000009 55.645049100000001 40.405000000000008 18.500000000000004 12.500000000000002 1.5000000000000002 37.098288800000006 44.410000000000004 1.5000000000000002 55.946414150000003 55.576287050000012 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 29 21 12 -7 -2 -8 10 15 17 24 20 18 16 -5 -9 19 -10 -14 26 -6 -13 -1 -19 -4 28 -17 -3
right_child=2 3 4 9 22 6 8 11 14 -11 -12 23 13 -15 -16 27 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-82728.976331527403 -103853.62721611491 26056.760771327579 -52124.171017305074 56452.960745553137 114254.68236442526 -29287.910804582658 94755.225985005862 -72156.798343290386 186058.75524762008 -68103.429343919779 415156.5997455644 -120526.59666210637 24098.64808605472 -88507.860449910804 97778.792364015171 188668.42838743929 259149.39856004031 -46912.164828413392 158571.45941667142 397818.3091178264 131119.71329089615 100866.48595304717 245296.2418007541 -58224.250547984499 28955.203756773328 -284.25683415682454 22743.206636053634 52486.545704647411 376808.33163046691 308813.99322269583
leaf_weight=103223 546381 52067 119515 30520 79981 70702 135940 502209 22194 8036 50284 253116 112148 38867 41100 17430 73990 433907 37164 45430 117445 69100 50730 287944 70417 501858 351051 6150 82358 6907
leaf_count=103223 546381 52067 119515 30520 79981 70702 135940 502209 22194 8036 50284 253116 112148 38867 41100 17430 73990 433907 37164 45430 117445 69100 50730 287944 70417 501858 351051 6150 82358 6907
internal_value=0 116223 -40818 242142 45207.9 64288.8 121761 -63653.8 159655 282289 293089 -52555.2 18460.4 54615 220129 263922 199956 -39455.5 268117 328319 78843.7 16166.1 165113 -87370.2 -37437.2 -21905.3 3728.29 327026 343946 59173.1
internal_weight=0 1.12237e+06 3.19579e+06 327742 670377 794630 352530 2.52542e+06 281828 268768 260732 1.97903e+06 442100 268460 145888 210448 104510 1.43797e+06 104788 67624 229593 539666 130711 541060 173640 935765 470566 105938 99788 58974
internal_count=4318164 1122372 3195792 327742 670377 794630 352530 2525415 281828 268768 260732 1979034 442100 268460 145888 210448 104510 1437974 104788 67624 229593 539666 130711 541060 173640 935765 470566 105938 99788 58974
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 5 0 3 1 3 5 0 5 4 0 0 1 0 3 0 5 5 0 1 1 3 1 3 6 1
split_gain=1.67058e+18 6.17023e+17 5.03297e+17 2.42208e+17 2.13488e+17 1.88709e+17 1.04904e+17 8.79812e+16 7.99923e+16 7.33107e+16 6.91176e+16 6.5248e+16 6.25755e+16 5.95642e+16 5.60496e+16 5.57532e+16 7.38688e+16 5.30113e+16 5.23602e+16 5.23341e+16 4.80258e+16 4.78468e+16 4.78014e+16 6.45265e+16 7.2877e+16 4.574e+16 4.42335e+16 4.14302e+16 4.08516e+16 3.95788e+16
threshold=38.096381250000007 49.010000000000012 87.395000000000024 55.349623500000007 50.005000000000003 69.015000000000015 55.860536450000005 5.5000000000000009 82.957885500000017 5.5000000000000009 31.415000000000003 55.173809400000003 142.05000000000004 2.5000000000000004 55.030402950000003 44.039893800000009 40.810045900000013 55.860536450000005 10.500000000000002 60.052595500000002 102.01000000000001 94.040000000000006 55.674875350000008 37.767735350000002 37.39371280000001 5.5000000000000009 65.480823400000006 11.500000000000002 1.5000000000000002 60.837513500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 21 15 6 22 -1 9 -6 -9 -12 27 -14 28 16 -2 -13 -17 20 -7 -3 -5 24 -24 -8 29 -4 -10 -11
right_child=2 3 12 5 8 19 25 10 14 26 11 17 13 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-43830.772494953402 126026.56224046934 2383.6169670414652 61939.018467798654 151438.86430841891 -46732.102621477679 268852.82145275781 -13071.114476050323 -36559.141696127597 -114384.67850193757 13485.905895193093 -41056.408042793017 122926.03078134349 -251617.98787418261 379821.03608601168 18941.570325931763 -85403.036930613351 -111445.95624872134 45183.498064798594 -45460.714096599862 4805.4151095736224 427583.01197457092 224212.02563151639 117635.05050653697 139153.64724762246 395171.42839946825 122292.13929572934 76087.946956966203 167352.57690327879 -36019.769736962488 -92968.566716894129
leaf_weight=131928 31900 87437 82365 67039 244478 161014 30322 80175 146304 476045 50684 159784 1663 14692 75182 1215124 22225 194450 449643 6785 21621 10940 12355 26604 40396 141241 107970 68120 121988 37690
leaf_count=131928 31900 87437 82365 67039 244478 161014 30322 80175 146304 476045 50684 159784 1663 14692 75182 1215124 22225 194450 449643 6785 21621 10940 12355 26604 40396 141241 107970 68120 121988 37690
internal_value=0 98961.9 -39093 170655 -48717.5 198499 151427 28577.6 -16532.5 -339.238 48270.2 65066.6 129846 315615 -57369.3 -71367.5 28514.8 80250.7 -74614.9 277513 287644 27052 213609 266130 330169 98368.1 17904.2 109657 -78753.4 5675.91
internal_weight=0 1.22278e+06 3.09539e+06 605754 2.92855e+06 507377 317957 617021 1.20966e+06 866183 485093 404918 166840 16355 343474 1.71889e+06 54125 354234 1.66477e+06 189420 182635 98377 146394 79355 52751 171563 621705 150485 268292 513735
internal_count=4318164 1222775 3095389 605754 2928549 507377 317957 617021 1209657 866183 485093 404918 166840 16355 343474 1718892 54125 354234 1664767 189420 182635 98377 146394 79355 52751 171563 621705 150485 268292 513735
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 0 5 5 0 0 1 5 3 1 0 0 1 5 1 0 5 3 0 3 6 0 0 1 3 3
split_gain=1.36117e+18 4.94459e+17 4.34468e+17 1.6643e+17 1.65486e+17 1.4383e+17 1.33493e+17 1.07243e+17 1.04577e+17 9.65839e+16 8.72007e+16 7.89615e+16 7.35306e+16 7.23369e+16 6.96974e+16 6.6074e+16 6.42176e+16 6.4174e+16 5.93948e+16 6.28631e+16 5.91747e+16 5.80294e+16 5.11511e+16 4.0438e+16 4.14589e+16 3.8554e+16 4.43869e+16 6.17036e+16 3.84873e+16 3.62221e+16
threshold=37.869926150000005 63.005000000000003 70.00500000000001 37.39371280000001 55.56564190000001 55.56564190000001 107.05000000000001 41.505000000000003 55.86787755000001 55.860536450000005 30.434657650000002 24.010000000000002 5.5000000000000009 37.342273500000012 59.820733200000006 55.975961550000008 82.957885500000017 42.005000000000003 37.712318250000003 55.664473600000008 101.05000000000001 10.500000000000002 55.674875350000008 2.5000000000000004 1.5000000000000002 54.986619450000006 44.039893800000009 40.247294600000011 10.500000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 12 -5 -3 16 28 11 13 14 -6 -1 -7 -11 -12 -4 -14 19 -13 -16 23 -15 -9 -25 26 27 -23 -2 -8
right_child=2 5 6 4 8 9 29 21 -10 10 15 18 17 22 20 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-57283.805866585921 -84030.072471302788 81538.470368979906 56639.034446150414 -8612.6301708779902 -21544.22283020529 121742.75486689583 137819.02346980243 -129956.60374775055 46360.288458434625 -48750.225320179583 222080.69909760097 139221.63861140999 -1271.3136033985547 268740.76107794116 248094.3868972488 884.32021172416648 -33142.762389256139 82312.882254248674 120549.38297009913 298496.29778725258 480292.23840939766 368649.12950059836 451038.29795148963 -80219.433708011129 -30411.670354311624 26678.490427892033 -42573.007701479146 -151238.38134300339 -43198.316518801897 299566.86865890265
leaf_weight=103375 795592 68842 312806 89072 16179 13021 44335 51833 70702 6774 24288 35815 194757 25206 69095 30416 106890 173855 51654 80426 13048 6149 39532 204890 906518 234887 199238 3631 325206 20132
leaf_count=103375 795592 68842 312806 89072 16179 13021 44335 51833 70702 6774 24288 35815 194757 25206 69095 30416 106890 173855 51654 80426 13048 6149 39532 204890 906518 234887 199238 3631 325206 20132
internal_value=0 95678.2 -32945.8 55799.5 108717 207780 54352.5 -48439.8 149736 247037 198435 189442 17248.8 336804 259553 99093.2 33773 38151 209774 249422 284978 -31882 380060 -43620.3 -39593.8 -1121.98 -32363.2 175632 -72182.5 188330
internal_weight=0 1.10606e+06 3.21211e+06 815835 343848 290222 484163 2.72794e+06 254776 221380 143621 184074 471987 77759 88917 54704 419696 368612 167895 116241 82143 1.60715e+06 64738 1.16324e+06 1.11141e+06 443905 209018 9780 1.1208e+06 64467
internal_count=4318164 1106057 3212107 815835 343848 290222 484163 2727944 254776 221380 143621 184074 471987 77759 88917 54704 419696 368612 167895 116241 82143 1607146 64738 1163241 1111408 443905 209018 9780 1120798 64467
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 5 0 5 5 0 0 3 0 0 1 0 1 0 1 5 3 0 0 1 6 3 3 6 3 0
split_gain=1.10846e+18 4.25973e+17 3.48098e+17 1.74843e+17 1.29185e+17 1.02399e+17 9.39574e+16 8.81434e+16 6.60463e+16 5.26631e+16 5.62468e+16 5.00468e+16 4.72651e+16 4.40371e+16 4.23781e+16 6.92834e+16 7.84716e+16 4.04019e+16 5.03286e+16 3.92645e+16 3.69841e+16 3.58055e+16 3.39095e+16 3.36933e+16 3.36461e+16 3.8663e+16 3.25753e+16 3.23544e+16 3.18375e+16 3.09979e+16
threshold=38.151577750000008 48.510000000000012 73.405000000000015 55.349623500000007 74.610000000000014 102.01000000000001 55.860536450000005 49.505000000000003 34.010000000000012 55.535913550000011 55.860536450000005 10.500000000000002 60.063729500000008 59.853570100000006 37.712318250000003 55.628356700000005 37.417247200000006 44.039893800000009 40.810045900000013 116.06000000000002 18.500000000000004 55.030402950000003 56.009576300000013 30.410108300000001 1.5000000000000002 5.5000000000000009 5.5000000000000009 1.5000000000000002 2.5000000000000004 55.030402950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 19 6 11 14 17 -1 -10 -11 27 13 22 15 -5 -17 18 -2 -3 24 -19 -8 -15 -9 -26 -23 29 -7 -4
right_child=2 3 5 4 -6 28 12 20 9 10 -12 -13 -14 23 -16 16 -18 21 -20 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-29120.828590499343 110381.59227001898 6358.177662539948 -97141.429372389699 123161.80489597961 242587.91169426727 -220031.67466697219 111365.59611550276 -63251.795011421716 -27840.94377180071 108351.47446875098 26522.591437530216 78315.952805593697 -101463.43127320815 181859.70283930088 117102.59434804354 134476.01824218017 360891.17864650121 -75246.761830701827 -94870.888300035032 318888.29764592747 38086.276738592416 -69816.201226391189 -10454.690652291472 54987.786788153055 -48175.601608352154 149.7008469793094 -26298.284323723907 25140.723932623518 167820.85937046155 83565.071950495054
leaf_weight=183967 30186 98471 49339 43503 143648 2177 43646 209845 85754 141087 207607 128300 12719 69557 58955 23096 45392 909816 19771 4191 93052 303686 47956 29943 262372 448663 396706 136923 76082 11754
leaf_count=183967 30186 98471 49339 43503 143648 2177 43646 209845 85754 141087 207607 128300 12719 69557 58955 23096 45392 909816 19771 4191 93052 303686 47956 29943 262372 448663 396706 136923 76082 11754
internal_value=0 79849.1 -32147.7 138347 161958 54300.9 131052 -45226.9 21099.9 42365.9 59631.8 29663.4 85196.8 97620.2 185726 221851 284538 -59415.4 29150.8 19116.7 -21995.4 -62163.1 47589.5 143680 -28066.5 -17682.3 -45167.4 -1859.92 157032 -62374.4
internal_weight=0 1.23949e+06 3.07867e+06 621077 518415 404575 374767 2.6741e+06 618415 434448 348694 326316 203821 191102 170946 111991 68488 1.66016e+06 49957 102662 1.01393e+06 1.61021e+06 91602 99500 920880 711035 700392 198016 78259 61093
internal_count=4318164 1239492 3078672 621077 518415 404575 374767 2674097 618415 434448 348694 326316 203821 191102 170946 111991 68488 1660165 49957 102662 1013932 1610208 91602 99500 920880 711035 700392 198016 78259 61093
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=1 5 5 0 1 5 1 5 0 0 5 5 1 5 1 1 1 3 0 1 0 0 1 1 0 0 0 0 0 0
split_gain=9.04034e+17 3.41481e+17 2.91441e+17 1.39798e+17 1.51794e+17 1.0938e+17 1.05874e+17 8.67494e+16 7.06383e+16 6.49057e+16 6.33947e+16 5.52229e+16 5.15745e+16 4.8353e+16 6.33524e+16 7.74609e+16 4.67274e+16 4.58394e+16 4.39337e+16 1.06788e+17 4.73276e+16 4.5213e+16 3.73558e+16 3.67207e+16 3.60312e+16 3.4204e+16 4.0159e+16 3.30752e+16 3.17414e+16 3.15555e+16
threshold=37.869926150000005 68.00500000000001 63.855000000000011 55.299834250000011 37.275078000000001 102.01000000000001 30.578016350000002 45.005000000000003 54.648549400000007 59.609407350000005 34.010000000000012 41.005000000000003 82.957885500000017 107.05000000000001 37.275078000000001 30.502469200000004 82.871296800000025 10.500000000000002 43.642715500000008 40.810045900000013 55.535913550000011 55.842510000000011 60.479177250000006 37.098288800000006 55.030402950000003 55.946414150000003 55.674875350000008 55.946414150000003 54.978840000000005 59.846652800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 6 17 9 -6 -3 -5 -2 -11 16 14 15 29 18 -4 19 -12 -20 -22 -23 -8 -14 26 -16 -9 -19 -10
right_child=2 8 5 4 7 -7 23 27 13 11 12 -13 24 -15 25 -17 -18 28 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-49219.983366617613 -72915.175908008459 21419.554344796019 -5934.0860962116067 -229408.94136697357 68346.982261303696 139383.98673891791 -118604.47360883298 177375.17291388923 66798.0188012297 11740.72715105526 220515.99073769749 97928.615306533073 -74136.16833211045 363750.05629912642 187803.95311401642 -43552.108795740969 37509.088763259853 11632.216445878681 -51590.840715436352 -80821.22265393057 33138.642910170769 -51519.657886944362 9219.7461315947548 25124.323632334363 -9730.7533983195081 -7763.6765480916583 331969.68129647034 -5973.4270470685933 83704.800709347095 216351.58100027806
leaf_weight=122121 548461 22655 382597 8091 204053 80684 59908 155174 18430 139615 22794 159007 424377 18070 33333 19034 111975 116415 668256 24295 157463 277539 159415 25275 109218 4647 45970 10505 128618 60169
leaf_count=122121 548461 22655 382597 8091 204053 80684 59908 155174 18430 139615 22794 159007 424377 18070 33333 19034 111975 116415 668256 24295 157463 277539 159415 25275 109218 4647 45970 10505 128618 60169
internal_value=0 77973.9 -26849.5 50105.8 66031.8 29783.1 22669.4 111994 188759 50061 -42870.7 57633.1 -34443.4 207747 192223 137451 -24493.8 15693.6 -29794.6 65044.7 -33331.5 -12803.9 -29360 -75958.1 -60953.5 255922 271373 165750 49463.2 181284
internal_weight=0 1.10606e+06 3.21211e+06 883749 761628 708314 391896 369732 222308 306713 2.50379e+06 298622 1.95533e+06 199653 181583 97633 1.42174e+06 627630 1.30976e+06 47089 1.26267e+06 594417 436954 85183 533595 83950 79303 165679 245033 78599
internal_count=4318164 1106057 3212107 883749 761628 708314 391896 369732 222308 306713 2503793 298622 1955332 199653 181583 97633 1421737 627630 1309762 47089 1262673 594417 436954 85183 533595 83950 79303 165679 245033 78599
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 3 5 3 5 0 1 1 1 6 0 5 4 1 3 0 0 1 1 0 1 0 3 0 1 3
split_gain=7.36852e+17 2.92824e+17 2.36145e+17 1.03136e+17 1.01427e+17 8.85416e+16 7.49917e+16 6.56606e+16 4.96508e+16 4.85486e+16 4.56885e+16 5.66298e+16 3.97335e+16 3.8857e+16 3.74735e+16 3.84969e+16 4.35322e+16 3.6807e+16 3.48104e+16 3.4333e+16 4.4864e+16 3.6623e+16 4.32303e+16 3.31876e+16 4.38403e+16 3.29864e+16 3.05335e+16 2.74079e+16 1.36703e+17 2.50428e+16
threshold=38.422276900000007 58.040000000000006 89.00500000000001 55.56564190000001 51.015000000000008 5.5000000000000009 40.005000000000003 5.5000000000000009 84.030000000000015 55.820531900000013 82.95335685000002 82.871296800000025 37.726745000000001 1.5000000000000002 43.056445700000005 142.05000000000004 2.5000000000000004 37.457850350000008 5.5000000000000009 55.535913550000011 55.820531900000013 37.692869000000009 37.487839250000007 44.039893800000009 40.810045900000013 55.719391050000006 18.500000000000004 44.039893800000009 40.810045900000013 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -3 23 -1 -7 -5 9 12 11 18 17 -12 -4 29 -17 -9 -6 -8 21 22 -21 24 -2 27 -25 28 -20 -16
right_child=2 3 14 7 10 6 19 8 -10 -11 13 -13 -14 -15 15 16 -18 -19 25 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-31366.541086346406 102459.48868340571 43857.260089399577 -140468.83680577355 42112.209289540297 -39073.246952653331 13143.638234061998 10134.926733553846 165493.45942593602 255159.00081668296 115867.96119533654 -75953.824622580127 92793.630220684674 129420.97138908024 -8890.5209368766591 -110659.37727200065 -253337.11231440806 310872.52455721208 333946.57005069894 380234.53165234311 113935.10958063835 62302.613827788889 78513.752311058226 281687.00775151839 -55279.759979880466 -77665.15754520327 37443.371120176977 -8548.6605253252346 -21553.802064268835 -90264.374063846815 97738.096606726758
leaf_weight=186247 32488 103925 6455 42482 215425 328962 56614 21915 61259 135587 164521 64132 36005 181944 6050 1517 13877 31782 9837 31277 160287 46227 30191 1517953 23134 227518 154004 286983 16590 122976
leaf_count=186247 32488 103925 6455 42482 215425 328962 56614 21915 61259 135587 164521 64132 36005 181944 6050 1517 13877 31782 9837 31277 160287 46227 30191 1517953 23134 227518 154004 286983 16590 122976
internal_value=0 63898.3 -26704.9 130702 -33062.4 29458.4 46791.9 158132 175332 153626 -10286.3 2571.69 210699 -40735.9 95263.6 105800 255273 265197 -5078.33 80892.8 95841.2 145758 196329 -48447.3 27543 8460.18 -50975.4 -12580 84870.8 87966.4
internal_weight=0 1.27276e+06 3.0454e+06 432955 2.89453e+06 839805 653558 329030 286548 225289 1.16695e+06 820485 89702 346465 150875 144420 15394 53697 756353 324596 267982 107695 61468 1.72758e+06 55622 540928 1.67196e+06 313410 26427 129026
internal_count=4318164 1272760 3045404 432955 2894529 839805 653558 329030 286548 225289 1166950 820485 89702 346465 150875 144420 15394 53697 756353 324596 267982 107695 61468 1727579 55622 540928 1671957 313410 26427 129026
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 1 5 0 1 3 0 0 1 5 5 3 0 0 1 1 0 0 5 5 1 1 0 1 0 0
split_gain=5.99105e+17 2.30215e+17 2.06138e+17 1.17626e+17 1.17505e+17 6.78389e+16 6.49344e+16 6.32557e+16 6.28795e+16 5.76429e+16 4.90589e+16 4.81519e+16 4.54411e+16 4.91384e+16 4.16863e+16 3.92165e+16 3.57796e+16 3.44103e+16 3.4133e+16 3.39667e+16 7.49031e+16 3.24877e+16 3.20522e+16 3.14707e+16 3.14531e+16 3.01552e+16 2.99937e+16 1.21269e+17 4.77766e+16 3.8866e+16
threshold=37.792847950000002 68.00500000000001 73.405000000000015 37.39371280000001 55.56564190000001 30.425002000000003 42.005000000000003 55.86787755000001 30.207352000000004 10.500000000000002 54.648549400000007 55.674875350000008 37.487839250000007 102.01000000000001 118.33500000000002 2.5000000000000004 55.030402950000003 60.017447350000005 82.957885500000017 40.247294600000011 44.039893800000009 55.946414150000003 23.035000000000004 42.205000000000005 82.871296800000025 30.451272450000005 44.580511600000001 40.810045900000013 55.535913550000011 57.178027650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 8 -2 11 -1 16 -3 -6 13 -12 -11 -8 19 23 24 20 -4 -14 -13 -10 26 -15 27 -17 -28 -30
right_child=2 10 9 4 7 -7 15 -9 17 14 12 22 21 25 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-35626.91172687029 -48429.739626461102 17723.628265192754 448439.03681809467 -8950.2922663009376 85885.012096559731 -24429.255729256492 -104664.10538043408 39522.438430863651 53203.812192561352 71347.956742413007 121200.63013643402 4052.2901590807815 275298.74855559802 356939.89045002032 235409.21600121769 207096.96130754732 57869.725030527385 10648.698650581795 -40080.777586426942 -45785.56253652653 10459.924218371529 -84475.660975314735 209502.62297870961 150459.23109300356 50200.971991505794 74046.759798088679 -37449.232236211181 -61571.319157154503 19757.917294017854 -49677.858718359392
leaf_weight=65782 1212680 22291 4497 90214 63429 256521 50417 63817 62235 160376 120967 8184 47480 15571 17143 29248 102580 54049 405115 112033 29649 2650 105251 71494 90579 4971 500335 39475 408712 100419
leaf_count=65782 1212680 22291 4497 90214 63429 256521 50417 63817 62235 160376 120967 8184 47480 15571 17143 29248 102580 54049 405115 112033 29649 2650 105251 71494 90579 4971 500335 39475 408712 100419
internal_value=0 65512 -21177.9 41950.4 88384.2 11828.3 -30920.4 124868 48509.3 43660.8 158134 155663 174467 145484 87191.3 -17848.2 12596.7 77983.7 -15067.2 -19173.3 68141.4 256280 194680 105198 -6397.05 288482 -11151.9 52771.9 -15503.7 6062.68
internal_weight=0 1.05491e+06 3.26326e+06 840976 330895 510081 2.83698e+06 240681 253560 426278 213930 176864 191639 141509 177519 1.6243e+06 248759 187778 1.57388e+06 146179 34146 50130 113435 133729 1.16877e+06 20542 1.07819e+06 68723 1.00947e+06 509131
internal_count=4318164 1054906 3263258 840976 330895 510081 2836980 240681 253560 426278 213930 176864 191639 141509 177519 1624300 248759 187778 1573883 146179 34146 50130 113435 133729 1168768 20542 1078189 68723 1009466 509131
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 5 5 3 0 5 5 0 1 5 0 0 1 5 1 3 5 3 6 6 3 0 0 0 0 0 0 3 1 1
split_gain=4.90198e+17 2.07819e+17 1.63241e+17 1.04723e+17 7.30589e+16 5.77031e+16 5.14096e+16 4.89989e+16 9.10226e+16 4.68271e+16 4.50261e+16 4.27755e+16 4.66906e+16 4.20414e+16 4.20213e+16 3.9344e+16 3.57335e+16 3.3995e+16 3.60607e+16 3.3092e+16 4.31576e+16 3.4168e+16 3.00945e+16 2.65412e+16 2.44055e+16 2.39063e+16 4.14392e+16 3.57134e+16 3.74732e+16 2.31575e+16
threshold=38.422276900000007 46.010000000000012 74.010000000000005 5.5000000000000009 55.173809400000003 78.710000000000022 112.04500000000002 43.642715500000008 40.810045900000013 33.585000000000008 55.820531900000013 55.674875350000008 37.712318250000003 32.005000000000003 37.39371280000001 18.500000000000004 47.415000000000006 18.500000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 55.030402950000003 55.299834250000011 44.039893800000009 60.693675950000006 60.017447350000005 59.896318000000008 11.500000000000002 30.410108300000001 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 7 29 -5 10 17 8 16 -9 11 -6 14 -1 -13 19 -2 18 -4 21 -21 -11 -15 -19 -24 26 -12 28 -28 -3
right_child=2 3 6 4 5 -7 -8 9 -10 15 25 12 -14 22 -16 -17 -18 23 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-39435.179353471496 80106.050244373342 69827.643224946005 -41426.505960966788 20075.143031084499 95536.826285045667 191959.58814642471 132409.51393251569 -61903.020854432514 -65926.31459940382 -71706.652588055877 55492.13376310694 79322.894785623299 111796.1199616362 -38329.080209183761 314850.82995694457 14555.962728272905 276754.17270825867 689921.61871104001 35465.392666920437 -79381.246728447033 -18415.502488544997 -11618.966645151961 37501.032462149698 94787.725224159265 -154699.22348569072 -2903.1827196541653 332637.41040661169 101153.79536315281 7320.122756787001 -26900.109156194168
leaf_weight=137495 24638 35965 87741 81077 87509 96202 51180 458238 36095 329606 121228 9642 36208 66991 35336 208861 14786 762 200063 127237 1328273 132748 384906 45176 6722 33267 16411 39908 4515 79378
leaf_count=137495 24638 35965 87741 81077 87509 96202 51180 458238 36095 329606 121228 9642 36208 66991 35336 208861 14786 762 200063 127237 1328273 132748 384906 45176 6722 33267 16411 39908 4515 79378
internal_value=0 52117.7 -21781.5 90045.1 107879 122703 39086 -30587.8 48810.6 -32907.4 105353 144039 196319 9066.46 264360 -26659.9 153859 24774.7 12023.8 -31148.4 -23745 -54454.7 23607.4 104660 34202.1 75045.3 89288.3 156636 262447 3260.49
internal_weight=0 1.27276e+06 3.0454e+06 676646 561303 480226 384922 2.66048e+06 75519 2.58496e+06 384024 168695 81186 596114 44978 2.12672e+06 39424 333742 287804 1.91786e+06 1.45551e+06 462354 458619 45938 391628 215329 182062 60834 20926 115343
internal_count=4318164 1272760 3045404 676646 561303 480226 384922 2660482 75519 2584963 384024 168695 81186 596114 44978 2126725 39424 333742 287804 1917864 1455510 462354 458619 45938 391628 215329 182062 60834 20926 115343
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 5 1 0 1 5 1 0 1 0 3 3 3 5 4 0 0 6 5 1 5 0 3 3 0 0
split_gain=4.01565e+17 1.60558e+17 1.41997e+17 8.6698e+16 6.41606e+16 5.29301e+16 5.20486e+16 6.62973e+16 6.45157e+16 5.2439e+16 4.81738e+16 4.57257e+16 4.19711e+16 4.14901e+16 3.83294e+16 3.68734e+16 3.19235e+16 3.04295e+16 2.9692e+16 2.87518e+16 2.7818e+16 3.06776e+16 2.72716e+16 2.60076e+16 2.55865e+16 2.53824e+16 2.49436e+16 2.29641e+16 2.3488e+16 2.26673e+16
threshold=37.767735350000002 60.005000000000003 63.855000000000011 37.457850350000008 55.591389050000011 109.05000000000001 37.457850350000008 55.576287050000012 30.434657650000002 98.020000000000024 37.214886200000009 55.885524800000006 30.207352000000004 55.946414150000003 10.500000000000002 5.5000000000000009 19.500000000000004 23.035000000000004 1.5000000000000002 60.017447350000005 55.56564190000001 1.5000000000000002 85.91500000000002 37.692869000000009 37.005000000000003 55.826364100000013 2.5000000000000004 3.5000000000000004 43.514103700000014 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 15 -5 16 8 -8 9 12 -10 22 -3 17 18 -1 20 -6 -2 -14 21 -4 -9 25 -17 -19 -20 -7 -29 -18
right_child=2 6 5 4 13 27 7 11 10 -11 -12 -13 19 -15 -16 24 29 23 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-48359.987038151994 -48052.662482231892 7015.5503166613071 -55987.512371029799 -284.61641060259643 -22385.278123886153 -117646.03530610756 48128.434230974191 243519.92301306094 -30530.051521112498 291768.18757891114 106548.54429956205 69076.367735644439 183875.09059342174 -73183.485399621772 -8575.0025578378263 -17060.098072220939 560144.24983147986 210478.66172223585 -84824.456146653145 31016.452360379044 35714.457857570669 7443.7177764722364 445338.58579707891 71683.448576529379 37768.822956069613 103490.44907052827 -18173.296387716804 -107023.74017129361 144454.20409853777 69742.182398525474
leaf_weight=104322 946072 28688 104547 69432 12058 4111 28249 44166 58041 18664 45921 13749 55804 10844 726570 130033 955 60175 60193 15786 206877 281657 7892 36400 246374 35115 835775 3991 53520 72183
leaf_count=104322 946072 28688 104547 69432 12058 4111 28249 44166 58041 18664 45921 13749 55804 10844 726570 130033 955 60175 60193 15786 206877 281657 7892 36400 246374 35115 835775 3991 53520 72183
internal_value=0 54775.6 -16977.3 28190.7 79570.1 22012.1 113886 176270 87563.4 137861 30018.9 231277 109215 115435 -28025.4 4247.44 13810.6 129664 -35697.3 150169 6123.53 -9727.38 274116 143586 18827.7 171053 -22651.1 110681 127003 76145.6
internal_weight=0 1.02171e+06 3.29645e+06 704753 224024 727841 316960 94056 222904 118942 103962 65807 100278 154592 2.56861e+06 480729 666219 143748 1.84204e+06 71590 593081 386204 52058 131690 376407 95290 895968 61622 57511 73138
internal_count=4318164 1021713 3296451 704753 224024 727841 316960 94056 222904 118942 103962 65807 100278 154592 2568610 480729 666219 143748 1842040 71590 593081 386204 52058 131690 376407 95290 895968 61622 57511 73138
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 5 5 3 0 5 0 1 5 1 5 3 6 0 3 3 5 4 0 0 0 1 0 0 0 0 3 6 0 1
split_gain=3.28795e+17 1.42992e+17 1.13768e+17 7.57441e+16 5.09602e+16 5.0552e+16 4.6291e+16 3.66686e+16 3.63038e+16 3.61777e+16 3.09312e+16 2.78316e+16 3.26268e+16 3.02529e+16 2.89301e+16 2.57515e+16 2.88695e+16 3.38328e+16 2.35062e+16 2.28968e+16 2.24167e+16 2.92822e+16 2.23182e+16 2.11229e+16 2.10125e+16 3.99688e+16 3.60519e+16 3.55451e+16 1.95317e+16 2.08712e+16
threshold=38.422276900000007 46.010000000000012 89.00500000000001 5.5000000000000009 55.56564190000001 52.020000000000003 55.820531900000013 37.726745000000001 88.015000000000015 37.457850350000008 31.010000000000002 19.500000000000004 1.5000000000000002 55.030402950000003 5.5000000000000009 2.5000000000000004 142.05000000000004 2.5000000000000004 55.299834250000011 55.628356700000005 44.039893800000009 40.810045900000013 55.826364100000013 43.056445700000005 60.017447350000005 59.896318000000008 11.500000000000002 1.5000000000000002 55.674875350000008 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 -3 -5 20 7 9 24 -6 -1 12 13 -7 -14 -4 23 -18 -12 -11 21 -2 28 -17 25 -8 27 -27 -20 -30
right_child=2 3 15 4 6 11 8 -9 -10 19 18 -13 14 -15 -16 16 17 -19 22 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-40077.002499527887 89028.478551131557 337.44627952736749 -192700.83353997313 31303.946176394864 114444.56094488675 -59762.238150430872 47185.43689730519 88323.019218076734 177327.94117747687 127947.27999295635 -35473.149498472565 48931.281748012523 -26892.723327014115 12006.930715070885 14773.718340393134 -133916.82766686802 -250947.76421784435 250549.60037213773 21875.514950259647 272206.38242460223 -34813.704517828985 -54623.520066580008 8089.1997116690327 66544.652335484046 -2832.3493735387683 393020.1724061023 87696.311933171295 144092.58210702855 142345.30469395444 40790.066867258814
leaf_weight=113194 33575 115343 3729 119269 42598 202486 135340 65380 33554 14728 70246 86345 250657 82732 497150 5485 1488 14022 84371 43495 1717007 24577 247328 126151 37175 9240 45396 15128 39739 41236
leaf_count=113194 33575 115343 3729 119269 42598 202486 135340 65380 33554 14728 70246 86345 250657 82732 497150 5485 1488 14022 84371 43495 1717007 24577 247328 126151 37175 9240 45396 15128 39739 41236
internal_value=0 42683.7 -17838.7 74144.3 89311 -22251.5 104962 146652 79842.7 184477 6973 -5609.21 -10168 -38944.5 807.568 66819.3 73396.1 202437 18001.3 235715 -32745.6 28316.3 27103.8 58191.8 66341.6 78879.4 140365 238482 55546.2 90629
internal_weight=0 1.27276e+06 3.0454e+06 676646 561303 2.89453e+06 442034 166201 275833 100821 596114 1.11937e+06 1.03302e+06 285218 747807 150875 147146 15510 482920 58223 1.77516e+06 58152 412674 131636 242279 205104 69764 24368 165346 80975
internal_count=4318164 1272760 3045404 676646 561303 2894529 442034 166201 275833 100821 596114 1119370 1033025 285218 747807 150875 147146 15510 482920 58223 1775159 58152 412674 131636 242279 205104 69764 24368 165346 80975
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 1 1 0 1 5 3 0 0 1 3 1 1 5 1 0 0 1 0 6 0 0 0 0 6 0
split_gain=2.67124e+17 1.16523e+17 9.97109e+16 8.2995e+16 6.26633e+16 4.21179e+16 4.93434e+16 4.20797e+16 3.84547e+16 3.80513e+16 3.63746e+16 3.10871e+16 4.38539e+16 8.38136e+16 4.12746e+16 2.80691e+16 2.63038e+16 2.47244e+16 3.33487e+16 3.36192e+16 3.51974e+16 3.21719e+16 2.46169e+16 2.40373e+16 2.3467e+16 2.31778e+16 3.18226e+16 2.26329e+16 2.25844e+16 2.24785e+16
threshold=37.767735350000002 72.010000000000005 74.010000000000005 37.457850350000008 55.591389050000011 30.425002000000003 30.207352000000004 55.946414150000003 37.098288800000006 33.585000000000008 10.500000000000002 55.030402950000003 44.580511600000001 40.810045900000013 5.5000000000000009 30.578016350000002 37.582182450000005 114.05000000000001 37.39371280000001 55.628356700000005 55.885524800000006 30.434657650000002 60.017447350000005 1.5000000000000002 55.727011600000004 55.07108800000001 55.56564190000001 55.842510000000011 1.5000000000000002 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 -5 6 -1 16 15 -2 24 12 13 -11 -13 -7 -6 18 21 -20 -21 -3 29 -12 -4 -16 -27 -28 -14 -8
right_child=2 17 10 4 7 8 22 -9 -10 11 23 14 28 -15 25 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-34197.273805511672 -45237.454432172432 122337.24626136193 -13265.141468440608 3821.8987075696191 173464.53955985385 -2210.1314026978844 25489.286999866847 -63222.663439198892 22348.382202418259 141271.14675205413 16435.983243470229 -30666.591373317453 -50502.546019636036 -46686.219356768634 67332.03777913544 -83439.87012193189 92016.526075202637 247702.53505135767 66099.487914337995 287259.29739810457 41714.624806485481 8303.6495365605642 7082.8533123276229 94576.081177433778 55294.832386095288 -45023.436257246474 45840.875117904128 1702.8158176487375 -21225.863566941422 112157.89163191822
leaf_weight=70726 509063 60575 169370 84746 61070 75244 43199 13415 140012 43921 60699 350071 388469 51593 66712 97875 113056 14017 18716 26440 7492 41822 55913 112021 70792 104870 166733 383134 819003 97395
leaf_count=70726 509063 60575 169370 84746 61070 75244 43199 13415 140012 43921 60699 350071 388469 51593 66712 97875 113056 14017 18716 26440 7492 41822 55913 112021 70792 104870 166733 383134 819003 97395
internal_value=0 44675.1 -13846.7 29637.5 75186.3 8267.54 37428.4 107434 -16619 -20427.8 32115.4 -15108.9 -25485 39743.8 -2491.46 -48134.4 120582 120516 109018 173697 233044 75762.5 63207.7 67115.3 6944.12 11180.1 5458.66 15086.5 -30644.8 85528
internal_weight=0 1.02171e+06 3.29645e+06 852651 272287 580364 267233 187541 313131 2.88357e+06 412882 2.37451e+06 1.30299e+06 95514 1.07152e+06 173119 174126 169062 155045 52648 33932 102397 196507 172720 240162 721449 654737 549867 1.20747e+06 140594
internal_count=4318164 1021713 3296451 852651 272287 580364 267233 187541 313131 2883569 412882 2374506 1302986 95514 1071520 173119 174126 169062 155045 52648 33932 102397 196507 172720 240162 721449 654737 549867 1207472 140594
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 5 5 3 5 0 3 3 6 0 1 5 0 3 0 0 1 1 5 3 5 0 4 3 0 3 1 1 0 0
split_gain=2.16393e+17 1.05929e+17 7.92621e+16 5.93306e+16 3.84235e+16 3.82207e+16 3.78131e+16 3.31664e+16 4.02096e+16 3.37611e+16 4.94702e+16 3.31837e+16 3.00405e+16 2.79172e+16 2.46583e+16 2.54874e+16 2.424e+16 2.40501e+16 2.3175e+16 2.191e+16 2.72209e+16 2.14797e+16 2.05797e+16 1.71079e+16 1.67546e+16 1.59389e+16 1.51193e+16 2.21498e+16 1.56791e+16 1.66528e+16
threshold=38.422276900000007 45.005000000000003 89.00500000000001 5.5000000000000009 78.710000000000022 54.811549550000009 18.500000000000004 2.5000000000000004 1.5000000000000002 43.642715500000008 40.810045900000013 56.505000000000003 55.030402950000003 6.5000000000000009 55.820531900000013 55.674875350000008 37.712318250000003 37.39371280000001 31.010000000000002 5.5000000000000009 150.04500000000004 44.039893800000009 1.5000000000000002 5.5000000000000009 43.056445700000005 2.5000000000000004 30.362552800000003 37.275078000000001 55.91302515000001 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 6 25 5 -5 7 -2 12 10 11 -10 -9 -11 15 -7 17 -17 -1 -4 24 -8 -15 -20 -21 -3 -6 -28 29 -29
right_child=2 3 19 4 26 14 21 8 9 13 -12 -13 -14 22 -16 16 -18 -19 23 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-37879.83509789782 -80910.140098258329 -133345.81985758062 -26099.080751311369 -13089.290014870092 183698.78136464133 64478.729247615236 299159.64235508611 -54697.81611236708 83736.051223173185 -29425.004312659592 -36270.149613098787 310492.13409952977 -5358.4627770404468 -19071.990762310066 50217.297790337368 50882.013385325699 80148.445216376058 225519.91367642145 -25803.020712134501 -127922.44559724804 245416.1460979603 14592.643299060583 8738.8537719171691 22377.308232942716 68735.021978410165 7618.0318744844253 25731.406660283861 70574.417385392808 -14555.113535983255 194349.35788968633
leaf_weight=113194 91695 8622 26642 60167 32445 95070 2679 463176 25733 769515 29304 8614 168219 505650 223880 10041 37539 36737 92328 4508 8606 268346 561598 365249 111119 115121 25531 15757 6033 35046
leaf_count=113194 91695 8622 26642 60167 32445 95070 2679 463176 25733 769515 29304 8614 168219 505650 223880 10041 37539 36737 92328 4508 8606 268346 561598 365249 111119 115121 25531 15757 6033 35046
internal_value=0 34627.5 -14471.8 60641.1 74089.7 61259.3 -18155.1 -21828.7 -19688.9 -12424.9 59174.2 140605 -41552.6 -14906.1 72352 99976.7 140002 188034 2633.59 56191 73838.2 17405.5 -4437.61 12655.7 61067.9 -2203.86 125879 103104 137860 155959
internal_weight=0 1.27276e+06 3.0454e+06 701989 578246 463434 2.89453e+06 2.6235e+06 2.53181e+06 1.90041e+06 63651 34347 631395 1.83676e+06 403267 179387 84317 46778 570771 150875 124233 271025 1.06725e+06 457577 115627 123743 114812 82367 56836 50803
internal_count=4318164 1272760 3045404 701989 578246 463434 2894529 2623504 2531809 1900414 63651 34347 631395 1836763 403267 179387 84317 46778 570771 150875 124233 271025 1067248 457577 115627 123743 114812 82367 56836 50803
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 1 0 0 3 5 4 0 1 1 0 1 0 5 6 0 0 3 0 0 0 0 0 1 0 4
split_gain=1.78402e+17 8.3777e+16 6.96184e+16 4.87366e+16 3.84651e+16 3.68173e+16 3.12972e+16 3.01298e+16 2.97358e+16 3.11194e+16 3.03802e+16 2.86246e+16 3.62709e+16 3.20817e+16 3.81476e+16 3.24597e+16 3.0159e+16 2.67032e+16 2.62445e+16 2.5758e+16 2.913e+16 2.56969e+16 2.55333e+16 2.06523e+16 2.98188e+16 3.21911e+16 2.81167e+16 4.70305e+16 2.61816e+16 1.93467e+16
threshold=37.767735350000002 61.405000000000008 69.015000000000015 37.342273500000012 55.535913550000011 30.425002000000003 60.052595500000002 59.820733200000006 2.5000000000000004 142.05000000000004 2.5000000000000004 55.576287050000012 28.619594500000002 37.457850350000008 59.846652800000008 37.098288800000006 55.946414150000003 36.005000000000003 1.5000000000000002 55.851332700000007 55.674875350000008 18.500000000000004 55.030402950000003 55.030402950000003 55.078308950000007 55.551692500000009 44.580511600000001 40.810045900000013 57.178027650000011 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 5 -5 7 11 -1 -4 18 -11 -3 -13 14 15 -14 -15 -2 22 20 -6 29 -10 26 -25 -26 27 -19 -27 -20
right_child=2 6 8 4 19 -7 -8 -9 9 10 -12 12 13 16 -16 -17 -18 23 21 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-59409.586657944834 -34668.455083650231 33352.925561503791 -135602.0933115049 -23825.947330733445 43592.466699555051 -33342.288194752138 -87198.157699338961 40853.641910465885 -45533.193844089343 -254616.94188088039 206838.25394078635 -391223.67517305585 -69272.71284103168 190385.92599922974 126021.50845249913 81024.49882997699 -79548.722750779329 120015.12356001436 39390.814162887313 15145.59420334813 127165.12850691199 117346.39611973321 37518.807078144026 54220.65095966254 -52651.54069620902 10946.608614625238 -25195.244388917552 -34419.673820679796 -38578.541848044108 -23326.659860360043
leaf_weight=35607 693800 72703 11734 57063 77424 208502 10631 189384 94944 1581 14618 1457 23278 56537 90017 37548 4466 36454 251924 66686 90410 35128 60673 88863 128948 571844 1070625 42955 131243 61117
leaf_count=35607 693800 72703 11734 57063 77424 208502 10631 189384 94944 1581 14618 1457 23278 56537 90017 37548 4466 36454 251924 66686 90410 35128 60673 88863 128948 571844 1070625 42955 131243 61117
internal_value=0 36509.8 -11316 18194.3 49805.8 -3068.8 81278.7 24986 21821.9 25374.3 161801 87541.1 106011 109431 84683.1 23506 170624 -17689.1 20987.6 67721.7 88612 36246.7 -13152.3 -12000.7 -841.04 -6721.74 -20936.9 36476.1 1701.91 27146.1
internal_weight=0 1.02171e+06 3.29645e+06 725076 291583 433493 296637 224991 531719 519985 16199 286006 213303 211846 150843 60826 61003 2.76473e+06 503786 234520 167834 348169 155617 2.07093e+06 920898 832035 1.15003e+06 79409 703087 313041
internal_count=4318164 1021713 3296451 725076 291583 433493 296637 224991 531719 519985 16199 286006 213303 211846 150843 60826 61003 2764732 503786 234520 167834 348169 155617 2070932 920898 832035 1150034 79409 703087 313041
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 5 3 5 5 0 0 0 6 0 1 0 1 1 0 0 1 1 5 0 5 0 0 1 1 1 1 0 0 1
split_gain=1.48044e+17 8.96843e+16 6.09381e+16 4.24176e+16 3.90992e+16 2.82173e+16 2.51225e+16 3.71374e+16 4.50493e+16 2.44951e+16 5.18009e+16 3.46531e+16 2.93732e+16 8.01802e+16 5.10376e+16 3.85154e+16 3.71876e+16 2.98439e+16 2.58474e+16 2.42862e+16 2.22528e+16 2.07489e+16 2.22063e+16 1.95575e+16 2.5122e+16 1.83558e+16 1.88955e+16 1.83383e+16 1.85627e+16 1.70553e+16
threshold=38.984911950000004 76.00500000000001 9.5000000000000018 76.00500000000001 42.605000000000011 55.755036050000008 60.063729500000008 59.904813200000007 1.5000000000000002 44.039893800000009 40.810045900000013 54.959412650000012 82.991167100000027 82.837870700000011 55.674875350000008 55.842510000000011 60.479177250000006 49.323301500000007 50.005000000000003 55.834684950000003 116.06000000000002 54.940316550000006 54.648549400000007 44.660994650000006 43.808567100000012 60.55755580000001 60.648383500000008 55.946414150000003 55.56564190000001 44.660994650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 9 -4 -5 7 27 -9 10 18 21 13 14 -13 17 23 -16 -2 -7 -3 22 -11 24 -17 29 -27 28 -1 -21
right_child=3 20 4 5 -6 19 -8 8 -10 11 -12 12 -14 -15 15 16 -18 -19 -20 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-21907.355682632591 58755.013387447543 80129.047341169906 9508.797135237297 1256.9577113236212 55694.635071892852 202814.17194992932 -115278.08438735559 290239.00085590576 34674.436641958149 -33000.775722302569 -41064.581349445441 -67148.66777168159 -34746.445061492137 51792.146535192987 74702.824623329434 -39822.787265909319 15797.119676469527 -32560.261651130459 221754.96885051811 67356.359642716445 195782.15971007012 -65161.303792744868 18681.07465532935 -54377.635229248546 46391.844357261529 189536.48534731253 49684.108490682913 -49697.142692511203 25562.070888470065 -60429.779513553636
leaf_weight=202786 31900 162223 330659 225902 411281 11346 21515 8245 42201 730937 46783 155417 351018 224591 94485 87605 238261 35755 13997 19644 18538 173576 93808 213684 55028 13649 33064 109225 138738 22303
leaf_count=202786 31900 162223 330659 225902 411281 11346 21515 8245 42201 730937 46783 155417 351018 224591 94485 87605 238261 35755 13997 19644 18538 173576 93808 213684 55028 13649 33064 109225 138738 22303
internal_value=0 26103.6 16686.2 -13133.9 35111.1 20834.7 -9466.31 -4924.09 76444.4 -17480.7 32985.2 -19386.5 -9546.45 -1540.07 -15147.7 -3997.57 -14786.3 45255.7 108464 65058.6 91989.9 -33736.1 -27122.4 -35236.8 -6561.07 47429.8 90547.4 -14030.5 -2623.75 -586.861
internal_weight=0 1.44541e+06 1.26465e+06 2.87275e+06 741940 325908 522710 501195 50446 2.54684e+06 92680 2.45416e+06 1.45584e+06 1.10483e+06 880235 724818 594578 130240 45897 100006 180761 998321 824745 356317 142633 88660 46713 450749 341524 41947
internal_count=4318164 1445411 1264650 2872753 741940 325908 522710 501195 50446 2546845 92680 2454165 1455844 1104826 880235 724818 594578 130240 45897 100006 180761 998321 824745 356317 142633 88660 46713 450749 341524 41947
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=3 5 1 1 6 0 3 4 0 5 6 3 0 5 6 0 1 1 0 0 0 1 1 1 1 0 1 5 0 0
split_gain=1.22689e+17 6.86039e+16 6.04967e+16 5.89876e+16 4.49394e+16 4.4846e+16 4.25301e+16 3.51194e+16 2.71701e+16 2.58088e+16 2.31671e+16 2.21884e+16 2.12883e+16 2.09126e+16 1.99254e+16 2.75961e+16 3.26539e+16 1.81998e+16 1.70307e+16 2.51687e+16 2.63183e+16 2.7684e+16 1.85821e+16 1.72243e+16 3.31207e+16 1.66314e+16 2.17699e+16 1.57741e+16 1.56845e+16 2.83307e+16
threshold=10.500000000000002 56.835000000000008 30.410108300000001 30.243224600000001 1.5000000000000002 54.978840000000005 2.5000000000000004 1.5000000000000002 54.970187400000007 109.05000000000001 1.5000000000000002 26.500000000000004 59.904813200000007 29.985000000000003 1.5000000000000002 43.642715500000008 42.09605220000001 38.975980350000007 57.641335050000002 55.56564190000001 55.842510000000011 50.888703650000004 60.479177250000006 44.083877800000003 43.94115175000001 55.826364100000013 37.692869000000009 78.710000000000022 55.110554300000004 55.030402950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 9 12 14 -4 -8 -2 -1 11 -7 -5 -10 -3 16 -16 -17 19 28 21 -21 23 24 -22 26 -15 -26 29 -9
right_child=1 5 6 4 -6 10 7 18 13 -11 -12 -13 -14 25 15 17 -18 -19 -20 20 22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-36233.278491744823 -20009.010635625753 -34412.729941504855 -77196.809169766362 71763.42734236455 66471.507178900356 31995.912800279239 -27926.906943554539 -11897.110290587207 -33005.013776691616 282173.4827217799 87465.912648382233 157903.98143988138 311760.88252669881 80339.107960701993 375203.95693498134 79196.790924082394 -98596.99310329913 -5240.7163002330808 -42354.640044339583 75048.741521912903 -13370.95530790824 -44804.178355254306 32141.122040096889 -55367.927435591671 96242.356627738322 7607.6649433185539 20679.498358625919 356472.44235540275 -46668.135243024546 53043.279364496251
leaf_weight=58742 297242 71043 110913 5118 59895 191517 1028784 678111 77252 2661 227238 15100 13302 91582 4678 36811 2111 83272 105071 115178 95693 23145 125238 73317 10480 347652 184152 2995 105306 74565
leaf_count=58742 297242 71043 110913 5118 59895 191517 1028784 678111 77252 2661 227238 15100 13302 91582 4678 36811 2111 83272 105071 115178 95693 23145 125238 73317 10480 347652 184152 2995 105306 74565
internal_value=0 21650.2 -13123.3 50946.1 108480 47436.4 -16635.4 -13880.2 5324.67 -22434.6 65431.3 41197.5 245078 16072.4 7989.24 31732.6 227878 20643.3 -3624.63 -503.996 18764 54994.3 2478.29 -17879.1 7298.37 22154.2 40494.8 154082 -10521 -5463.69
internal_weight=0 1.62965e+06 2.68851e+06 139718 78315 631770 2.5488e+06 2.43788e+06 997880 61403 433855 206617 18420 700638 197915 126872 6789 120083 1.4091e+06 1.30403e+06 446046 138323 307723 182485 109168 623386 275734 13475 857982 752676
internal_count=4318164 1629650 2688514 139718 78315 631770 2548796 2437883 997880 61403 433855 206617 18420 700638 197915 126872 6789 120083 1409099 1304028 446046 138323 307723 182485 109168 623386 275734 13475 857982 752676
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=1 1 0 1 5 3 0 1 1 6 3 5 0 1 0 0 0 3 3 0 5 0 5 3 0 5 0 3 2 0
split_gain=1.01506e+17 7.66596e+16 5.16973e+16 5.11607e+16 4.37256e+16 4.3291e+16 3.95818e+16 3.77855e+16 3.37054e+16 3.09726e+16 4.37489e+16 2.88321e+16 2.65271e+16 2.56091e+16 2.46989e+16 2.28947e+16 2.27099e+16 2.59603e+16 2.54268e+16 2.19452e+16 2.02018e+16 1.94916e+16 1.91784e+16 1.90969e+16 1.59738e+16 1.56206e+16 1.54674e+16 1.611e+16 1.46409e+16 1.44615e+16
threshold=37.712318250000003 37.457850350000008 55.601678500000013 30.410108300000001 95.020000000000024 19.500000000000004 55.842510000000011 30.243224600000001 37.098288800000006 1.5000000000000002 5.5000000000000009 77.00500000000001 59.990816400000007 30.578016350000002 44.982728700000003 44.039893800000009 59.853570100000006 13.500000000000002 6.5000000000000009 56.028355650000009 66.040000000000006 55.030402950000003 97.050000000000011 2.5000000000000004 59.950068600000009 37.305000000000007 59.904813200000007 11.500000000000002 1.5000000000000002 55.551692500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 9 20 -1 13 21 23 -12 16 24 -15 -7 -9 18 -18 -8 28 -2 -17 -11 -5 -20 -27 -28 -4 -16
right_child=5 2 6 8 -6 15 19 12 -10 10 11 -13 -14 14 29 22 17 -19 25 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-13163.779321790595 -40887.075391945225 11621.166613760422 11636.060786399801 30020.458893620143 180546.70730005752 321098.02808450029 71146.116483193458 18066.770985459811 20830.567243987043 -63742.531596927351 -141.33036287063709 43311.841051726078 4126.9170458360768 154946.92449742512 -38817.970964706794 20209.623673358379 63641.975607693523 38274.816864849709 66028.387739932266 -100810.14375802652 242797.58145069369 -6276.6234795114833 136372.63552609002 -17644.992225724589 -51830.03290951861 97218.752218076843 323595.97601127694 145250.69665719668 142839.91209337668 -111701.26635435235
leaf_weight=115409 494341 82746 9670 61233 21113 2661 60420 35293 168537 100480 1216507 174616 58078 4648 47780 266928 20971 30655 6975 8461 18560 242557 15012 850978 39048 6673 16662 7277 70594 63281
leaf_count=115409 494341 82746 9670 61233 21113 2661 60420 35293 168537 100480 1216507 174616 58078 4648 47780 266928 20971 30655 6975 8461 18560 242557 15012 850978 39048 6673 16662 7277 70594 63281
internal_value=0 28789.7 76301.5 11878.3 41478.3 -8165.01 108215 31625.2 -12685.7 -11613.6 -5988.84 5312.98 59935.7 -38838.4 -70894.2 29150.2 85968.7 112831 151861 50023.9 148774 -29494.7 26394.8 -22513.2 -1850.96 201081 231853 269382 127033 -80345.9
internal_weight=0 954084 250451 703633 319106 3.36408e+06 167705 297993 384527 3.07948e+06 2.34258e+06 1.39112e+06 182584 215990 115709 284601 124506 89213 58558 68881 98824 736898 281940 951458 100281 37587 30612 23939 80264 111061
internal_count=4318164 954084 250451 703633 319106 3364080 167705 297993 384527 3079479 2342581 1391123 182584 215990 115709 284601 124506 89213 58558 68881 98824 736898 281940 951458 100281 37587 30612 23939 80264 111061
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=3 5 0 1 1 6 3 4 6 3 4 0 0 1 5 4 5 0 1 0 0 5 5 1 1 1 0 0 1 1
split_gain=8.50467e+16 5.17119e+16 4.22767e+16 3.80802e+16 4.04257e+16 3.25998e+16 2.92102e+16 2.75069e+16 2.74718e+16 2.35841e+16 2.12667e+16 1.90013e+16 2.35866e+16 1.88269e+16 1.61775e+16 1.80223e+16 1.58849e+16 1.48599e+16 2.28636e+16 1.48351e+16 1.46745e+16 1.33354e+16 1.22186e+16 1.19055e+16 1.32208e+16 1.12644e+16 1.42518e+16 2.74984e+16 2.33595e+16 1.46856e+16
threshold=10.500000000000002 79.010000000000005 54.970187400000007 30.410108300000001 30.226173900000003 1.5000000000000002 3.5000000000000004 1.5000000000000002 1.5000000000000002 25.500000000000004 1.5000000000000002 55.025681450000008 59.609407350000005 37.944765900000007 150.04500000000004 2.5000000000000004 128.92000000000004 44.580511600000001 40.247294600000011 56.009576300000013 59.904813200000007 27.010000000000002 84.030000000000015 37.832345550000007 37.39371280000001 37.098288800000006 55.56564190000001 55.842510000000011 49.323301500000007 60.479177250000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 11 20 -5 -8 9 -4 21 22 -13 19 25 -16 23 18 -2 -12 -6 -10 -1 24 -3 -9 -27 28 -28 -29
right_child=1 16 8 6 5 -7 7 14 10 -11 13 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=9520.0627351783933 147559.95734849121 55094.995572554057 -343.20426834196491 -47106.984548719447 57671.1730905984 50832.359863925376 -23085.82243550448 -41908.01114280679 -50400.172164295822 76988.626253186419 110997.23185510194 -218068.60536395857 -24700.706962325879 28550.679124268499 -399409.20081939426 194893.24796746555 170789.27697565104 -18925.126232871989 -91919.022269513458 39007.722092948352 256093.47196186532 27392.7211920521 191107.18609396741 39110.352525299189 144984.1596330145 -7946.4450641033372 73252.271755283044 -16474.335530167278 -38622.330890123114 25895.846002910101
leaf_weight=18607 12737 40569 463317 237523 5150 63366 972046 66502 24239 43106 86013 8312 26165 96032 553 6603 13323 410023 5803 42904 13491 242407 4627 121755 27422 787934 105767 218419 22663 130786
leaf_count=18607 12737 40569 463317 237523 5150 63366 972046 66502 24239 43106 86013 8312 26165 96032 553 6603 13323 410023 5803 42904 13491 242407 4627 121755 27422 787934 105767 218419 22663 130786
internal_value=0 18025.5 11304.7 -10926.2 39905.5 85029.4 -13712.7 -10280.8 22585.5 6239.17 39425 -24215.3 -71319.4 62069.9 -986.653 148967 65239.9 -14965.5 72603.3 87038.9 201275 20321.1 45682.7 57828.8 91348.9 -1792.22 315.753 13945.5 53510.7 -605.644
internal_weight=0 1.62965e+06 1.42658e+06 2.68851e+06 139718 82007 2.5488e+06 2.31127e+06 998018 506423 491595 57711 34477 224949 1.33923e+06 7156 203069 428563 18540 128917 18641 266646 23234 189746 67991 1.33207e+06 1.26557e+06 477635 128430 349205
internal_count=4318164 1629650 1426581 2688514 139718 82007 2548796 2311273 998018 506423 491595 57711 34477 224949 1339227 7156 203069 428563 18540 128917 18641 266646 23234 189746 67991 1332071 1265569 477635 128430 349205
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=1 5 3 5 0 1 5 0 5 1 1 0 0 1 1 3 0 0 0 1 1 3 3 6 5 4 0 1 1 1
split_gain=7.14191e+16 5.33906e+16 3.61192e+16 3.26381e+16 2.37877e+16 9.69235e+16 6.52171e+16 3.7728e+16 3.44463e+16 2.67996e+16 7.47131e+16 4.52205e+16 3.16406e+16 2.76832e+16 2.36696e+16 2.27231e+16 1.97285e+16 2.74672e+16 1.74343e+16 1.74033e+16 2.54725e+16 1.59393e+16 1.86627e+16 1.77542e+16 1.44793e+16 1.38637e+16 1.25751e+16 1.24731e+16 1.24091e+16 1.75756e+16
threshold=38.984911950000004 38.210000000000008 5.5000000000000009 95.020000000000024 44.039893800000009 40.810045900000013 65.50500000000001 54.959412650000012 93.00500000000001 82.991167100000027 82.837870700000011 55.674875350000008 55.842510000000011 60.479177250000006 50.388877400000005 27.500000000000004 54.940316550000006 54.648549400000007 55.010031850000011 44.660994650000006 43.868031300000006 8.5000000000000018 9.5000000000000018 1.5000000000000002 150.04500000000004 2.5000000000000004 59.904813200000007 91.910414550000013 60.695889550000011 65.480823400000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 15 5 6 -2 16 9 10 11 -9 14 19 -13 21 17 -6 -11 20 -14 26 -23 -24 -10 -26 -4 -20 -15 -30
right_child=4 2 3 -5 7 -7 -8 8 24 18 -12 12 13 28 -16 -17 -18 -19 27 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-14204.255104829765 79453.084158820944 -5722.60532145666 58589.641236304858 121881.69803431601 -25384.602818404455 -48803.186137780453 356887.28917363205 -57416.006439388882 53958.863906008111 58304.20342321608 52300.500802878072 66345.255429616649 -27575.885631237514 39360.746956994 -31653.220794886074 133584.75128443589 -54437.43224842941 29036.659208620371 -41306.45019107504 -43885.086489848407 59996.179363569063 -6683.5711448080028 15091.371266255395 50156.571118132691 -236349.95914312499 259115.46718218212 176455.68230861821 4537.7931404199981 -62185.019127253996 17345.738864022707
leaf_weight=377340 41882 228224 40442 45113 810225 62382 10622 163728 59399 22605 245356 106648 106986 121997 32054 22465 191687 104730 297164 225909 48171 129507 251377 339281 625 5858 11662 74158 38130 102437
leaf_count=377340 41882 228224 40442 45113 810225 62382 10622 163728 59399 22605 245356 106648 106986 121997 32054 22465 191687 104730 297164 225909 48171 129507 251377 339281 625 5858 11662 74158 38130 102437
internal_value=0 18130.5 29554.1 39140.4 -9122.29 35461.9 135580 -10979.6 -1404.4 -4348.76 3127.4 -9625.4 376.319 -8959.45 43697.8 34443.6 -25266.7 -19155.3 -26960.1 -26174.5 -387.722 31559.6 27695.4 35233.2 69446.6 211350 84970.6 -32150.7 16025.1 -4227.66
internal_weight=0 1.44541e+06 1.06807e+06 839847 2.87275e+06 114886 52504 2.75787e+06 1.65122e+06 1.58534e+06 1.19142e+06 946060 782332 643630 138702 794734 1.10664e+06 914955 393927 381066 155157 772269 720165 590658 65882 6483 52104 371322 262564 140567
internal_count=4318164 1445411 1068071 839847 2872753 114886 52504 2757867 1651225 1585343 1191416 946060 782332 643630 138702 794734 1106642 914955 393927 381066 155157 772269 720165 590658 65882 6483 52104 371322 262564 140567
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=3 1 0 0 2 5 6 6 3 3 0 5 5 0 1 5 5 0 1 0 3 3 5 1 5 5 0 0 1 3
split_gain=6.07611e+16 4.24072e+16 3.66839e+16 3.92244e+16 3.19172e+16 2.94307e+16 2.64383e+16 2.3027e+16 2.57325e+16 2.06287e+16 1.7813e+16 1.7232e+16 1.69923e+16 1.61475e+16 3.58189e+16 1.53851e+16 1.49466e+16 1.42275e+16 1.64157e+16 2.70266e+16 1.27312e+16 1.84859e+16 1.22477e+16 1.21641e+16 1.16392e+16 1.15644e+16 1.15505e+16 1.11321e+16 2.4829e+16 1.05519e+16
threshold=19.500000000000004 30.410108300000001 59.863160500000006 59.990816400000007 1.5000000000000002 44.005000000000003 1.5000000000000002 1.5000000000000002 5.5000000000000009 27.500000000000004 54.959412650000012 35.305000000000007 53.995000000000012 44.678200800000006 40.810045900000013 76.730000000000018 116.06000000000002 57.178027650000011 37.692869000000009 56.009576300000013 15.500000000000002 6.5000000000000009 114.05000000000001 37.275078000000001 142.05000000000004 27.010000000000002 55.674875350000008 44.039893800000009 40.810045900000013 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 11 -3 25 9 26 27 -2 13 -4 -8 14 15 -10 -1 18 19 23 21 -13 -5 -12 -20 -6 -7 28 -9 -23
right_child=6 4 3 22 5 7 12 8 10 -11 17 20 -14 -15 -16 -17 -18 -19 24 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-17704.157819822201 6066.8537817799124 -30281.172337252967 395.85411436470633 -7494.9182699149014 -46454.138813760488 -25174.54234528467 34482.935959285802 197348.64223929946 104819.05216600635 91207.575229648763 4491.476436035111 64252.621372715657 94064.491303983101 -4061.0723786991412 -40550.917196192589 305166.5494111522 252360.50867880281 -12892.017340907505 27835.318215895742 -97468.453052543671 35908.432755252768 217140.3060042414 302648.0965789046 113305.32887409942 179915.5950613468 -11856.850586727995 10306.764528356409 -12738.978293918028 -20973.779280644132 120186.5564468357
leaf_weight=96025 283009 509649 13352 54091 105122 308535 105008 8270 15125 31639 12203 21477 87962 308030 17228 5134 2094 61656 403427 7957 13933 26825 1304 64966 5096 1193721 130579 391370 14074 19303
leaf_count=96025 283009 509649 13352 54091 105122 308535 105008 8270 15125 31639 12203 21477 87962 308030 17228 5134 2094 61656 403427 7957 13933 26825 1304 64966 5096 1193721 130579 391370 14074 19303
internal_value=0 -4329.5 35619.2 66670.3 -7115.3 -3247.49 32500.4 5202.96 11825.9 14628.1 21307.6 105705 61642.1 3480.49 65449.4 155591 -11940.6 32399.8 38056.6 78004.9 122949 140888 -194.142 96098.2 29732.4 -14657 -14623.5 -8819.54 59832.1 176568
internal_weight=0 3.81055e+06 248404 150285 3.56214e+06 3.05249e+06 507618 1.75365e+06 1.31454e+06 314648 900822 94890 192970 345517 37487 20259 98119 555305 493649 85126 81538 67605 55395 77169 408523 1.29884e+06 439114 413714 22344 46128
internal_count=4318164 3810546 248404 150285 3562142 3052493 507618 1753650 1314536 314648 900822 94890 192970 345517 37487 20259 98119 555305 493649 85126 81538 67605 55395 77169 408523 1298843 439114 413714 22344 46128
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 5 5 1 1 0 0 1 0 2 6 3 0 3 3 5 5 0 0 0 1 0 5 1 4 0
split_gain=5.0787e+16 6.20085e+16 3.49908e+16 3.14969e+16 3.05866e+16 2.65224e+16 2.51391e+16 2.41018e+16 2.15633e+16 1.93861e+16 1.83699e+16 1.80346e+16 1.93938e+16 1.67657e+16 1.77464e+16 2.04229e+16 1.58673e+16 2.16729e+16 1.5881e+16 1.44738e+16 1.31943e+16 1.24767e+16 1.24174e+16 1.23075e+16 5.34129e+16 1.3728e+16 1.47538e+16 1.22308e+16 1.21461e+16 1.01719e+16
threshold=37.692869000000009 37.457850350000008 55.628356700000005 30.410108300000001 55.993277250000013 100.05000000000001 53.005000000000003 30.207352000000004 37.098288800000006 59.990816400000007 55.751981950000008 30.578016350000002 44.982728700000003 1.5000000000000002 1.5000000000000002 20.500000000000004 59.882016200000002 13.500000000000002 6.5000000000000009 27.010000000000002 77.715000000000018 53.973051950000006 59.950068600000009 43.642715500000008 40.810045900000013 54.648549400000007 150.04500000000004 35.911716050000003 2.5000000000000004 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 5 10 7 19 -1 11 16 -4 22 -13 -8 -15 23 -9 18 -18 -2 -12 -3 -5 24 -16 -25 -27 -14 -28 -17
right_child=6 2 4 8 -6 -7 13 9 -10 -11 20 12 27 14 15 29 17 -19 -20 -21 -22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=-23430.903434420426 -45861.84446946167 -165646.37627246248 164703.71415853617 24735.100788999131 -74522.658470108858 153630.22932034216 -25635.233170879335 19125.596023348404 13321.610388087762 1453.7148438420872 71802.33689658872 138816.97763287419 -109600.05152878629 -9528.3565392651271 235420.83590588273 453526.59814737563 50119.762407540111 20595.64984157354 163958.07124057817 -10638.937788118124 192321.67841871225 21549.662709026699 -47430.987336347964 -7528.2716177522134 -36888.99299989162 18591.648705102474 -298562.52605683677 -42093.354017474427 219676.54793092716 75009.444455098404
leaf_weight=83370 124339 3728 38731 61233 10046 16211 160246 51752 168537 82568 91514 4648 45386 367710 12320 721 18304 29821 37080 1889594 10085 79229 39048 270740 17343 485863 493 65675 5471 46358
leaf_count=83370 124339 3728 38731 61233 10046 16211 160246 51752 168537 82568 91514 4648 45386 367710 12320 721 18304 29821 37080 1889594 10085 79229 39048 270740 17343 485863 493 65675 5471 46358
internal_value=0 20601.6 65274.9 5787.33 94037.4 29012.4 -5708.91 22342.8 -13486.3 39726.5 106104 -34404.6 -61305.2 4756.02 8790.81 16816.6 62800.2 89327.4 126335 -12813.6 83765.4 13137.3 -3365.35 13014 76210.1 10555.7 20510.6 -69680.5 176838 80806.3
internal_weight=0 936966 233333 703633 150376 319106 3.3812e+06 302895 384527 219525 140330 215990 115709 1.36726e+06 1.20702e+06 839309 136957 85205 55384 2.01393e+06 101599 82957 100281 792230 29663 762567 491827 111061 5964 47079
internal_count=4318164 936966 233333 703633 150376 319106 3381198 302895 384527 219525 140330 215990 115709 1367265 1207019 839309 136957 85205 55384 2013933 101599 82957 100281 792230 29663 762567 491827 111061 5964 47079
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 0 1 5 1 1 1 6 0 1 5 1 1 1 1 1 5 6 0 0 1 5 5 6 3 5
split_gain=4.52241e+16 3.17938e+16 3.10834e+16 3.48451e+16 2.83896e+16 3.55397e+16 3.32335e+16 2.30063e+16 2.13856e+16 2.16097e+16 2.05419e+16 2.01006e+16 1.84578e+16 3.83074e+16 2.76241e+16 2.50078e+16 3.45497e+16 3.42679e+16 1.773e+16 1.88689e+16 1.68962e+16 1.66598e+16 1.54459e+16 1.99843e+16 2.12867e+16 1.53427e+16 1.46057e+16 1.45053e+16 1.28955e+16 1.2848e+16
threshold=18.500000000000004 3.5000000000000004 55.56564190000001 55.87722990000001 59.846652800000008 60.017447350000005 60.479177250000006 84.030000000000015 49.323301500000007 37.214886200000009 30.102666750000001 1.5000000000000002 44.580511600000001 40.810045900000013 71.00500000000001 82.784560750000011 82.95335685000002 56.135466100000009 49.073956850000009 37.869926150000005 20.010000000000002 1.5000000000000002 56.367862600000002 56.24640500000001 43.94115175000001 74.610000000000014 81.00500000000001 1.5000000000000002 9.5000000000000018 60.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 8 6 29 10 27 9 -4 -5 28 13 14 -13 17 25 -14 19 20 -11 -22 23 -12 -25 -17 -26 -2 -3 -6
right_child=7 2 3 4 5 -7 -8 -9 -10 18 22 12 15 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-38997.751686007985 6249.0217838228591 14817.706490520715 -79724.841458951996 -172009.63906585707 34826.069849245112 -20940.24827206802 17252.243317674176 85829.833809737203 -37984.533252080168 -69930.480604350552 -22570.878222541578 66539.35539861834 -9346.0700224671054 -23023.078152467991 266132.625786788 40403.238567906039 -4702.7064508737849 -69614.793163183873 89305.700491255411 176.89833272590477 13318.480067296754 79474.302966828924 -39510.778438508474 -989.03967343576699 83616.85009919884 134960.51686021718 294485.82502289227 39857.794419562575 -31223.147276361811 92449.544074938065
leaf_weight=244111 335452 69253 14362 9421 106913 94780 282815 57122 38004 10586 159320 42716 731483 52028 8278 112787 366730 108311 73425 104406 53942 129334 259313 39975 19953 20239 3932 208070 500463 60640
leaf_count=244111 335452 69253 14362 9421 106913 94780 282815 57122 38004 10586 159320 42716 731483 52028 8278 112787 366730 108311 73425 104406 53942 129334 259313 39975 19953 20239 3932 208070 500463 60640
internal_value=0 -4113.56 -1661.9 9439.77 -435.257 27997.9 -10063.1 25459.7 33589.8 40635.7 -25767.4 -9722.81 -3441.94 37346.4 98939.9 -6578.88 11133 -17119.1 45286.3 34450 52908.1 60003.2 -22912 -3625.79 43639 54789.5 118331 19115.1 -25626.6 55680.9
internal_weight=0 3.71752e+06 3.47341e+06 1.46112e+06 1.03706e+06 262333 774729 600644 424059 386055 491914 2.01229e+06 1.44257e+06 103022 50994 1.33955e+06 499756 839794 371693 298268 193862 183276 482493 223180 63860 133026 23885 543522 569716 167553
internal_count=4318164 3717520 3473409 1461121 1037062 262333 774729 600644 424059 386055 491914 2012288 1442572 103022 50994 1339550 499756 839794 371693 298268 193862 183276 482493 223180 63860 133026 23885 543522 569716 167553
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=5 1 3 0 0 0 0 0 5 1 1 3 1 0 0 5 0 0 1 0 5 1 1 0 1 0 1 1 1 1
split_gain=4.06059e+16 3.94917e+16 2.25555e+16 1.95345e+16 1.81301e+16 2.74067e+16 2.23222e+16 2.93062e+16 1.80388e+16 1.6701e+16 1.3388e+16 1.23894e+16 1.22816e+16 1.36714e+16 1.18376e+16 1.72777e+16 1.72379e+16 1.74374e+16 1.93176e+16 7.46783e+16 2.01297e+16 1.6743e+16 5.0777e+16 3.59151e+16 1.61966e+16 1.46064e+16 1.89361e+16 1.83531e+16 1.62935e+16 2.56991e+16
threshold=43.005000000000003 38.984911950000004 18.500000000000004 55.820531900000013 60.042666650000008 59.896318000000008 56.320495600000008 59.609407350000005 26.005000000000006 38.233559750000005 30.410108300000001 2.5000000000000004 37.712318250000003 55.664473600000008 54.959412650000012 150.04500000000004 54.940316550000006 54.648549400000007 40.247294600000011 44.039893800000009 74.610000000000014 82.991167100000027 82.837870700000011 55.674875350000008 91.398302750000013 55.842510000000011 60.528664650000003 50.888703650000004 44.083877800000003 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 12 5 6 -2 -8 -1 -5 -7 -3 13 -4 16 21 17 18 19 20 -13 22 23 -16 -20 27 28 -25 29 -27
right_child=1 11 3 9 -6 10 7 -9 -10 -11 -12 14 -14 -15 15 -17 -18 -19 24 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-45224.512749204092 19684.902167282762 -51722.554153059005 64705.08211463441 22370.754566916185 -67013.984608757703 88179.229273567937 -114136.85244460982 8087.5843198658713 -8767.8172016707285 902665.13474392379 1314.1564971395953 116687.36226771172 49834.934820762093 170747.66813734081 -56416.493065872455 173141.11041015733 -46013.194920294074 49935.608790674218 -39360.711277497823 -7186.7216225792044 313412.81544926116 -16766.050976743685 63905.710729425889 73589.281260035714 28695.77543602376 -10343.900138380581 29476.983557506053 -31761.822080250651 -37268.116711794719 117263.31503625872
leaf_weight=148549 481084 46736 22193 97014 24927 76873 30627 54573 1571928 216 23067 20069 43534 26887 94036 6264 108942 56843 212972 248158 7021 234021 159310 67249 41839 74766 158652 21928 137881 20005
leaf_count=148549 481084 46736 22193 97014 24927 76873 30627 54573 1571928 216 23067 20069 43534 26887 94036 6264 108942 56843 212972 248158 7021 234021 159310 67249 41839 74766 158652 21928 137881 20005
internal_value=0 7891.8 25103.3 55633.4 16717.4 19850.2 11329.6 -35848.7 -11915.6 24326.4 68130 -941.036 88500.7 122797 480.154 7596.06 -9481.41 -2700.3 -8344.92 10023.1 167673 6524.64 13952.2 100.343 -28186.1 11161.4 2837.94 47684.2 -15328 16592.4
internal_weight=0 2.59769e+06 880995 189844 691151 666224 566284 85200 1.72048e+06 97230 99940 1.71669e+06 92614 49080 1.66996e+06 974112 695844 586902 530059 275248 27090 967848 733827 574517 254811 480481 391304 89177 232652 94771
internal_count=4318164 2597687 880995 189844 691151 666224 566284 85200 1720477 97230 99940 1716692 92614 49080 1669956 974112 695844 586902 530059 275248 27090 967848 733827 574517 254811 480481 391304 89177 232652 94771
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 5 0 5 0 0 1 5 0 0 6 3 6 0 0 6 3 1 0 1 1 0 3 0 5 3
split_gain=3.55525e+16 3.59809e+16 4.65725e+16 2.57622e+16 2.09506e+16 1.90623e+16 1.73464e+16 1.71444e+16 1.52773e+16 1.52337e+16 1.3702e+16 1.23471e+16 1.18473e+16 1.04046e+16 9.73862e+15 1.13484e+16 9.55977e+15 9.00903e+15 1.41238e+16 8.76469e+15 8.72536e+15 8.7182e+15 8.66542e+15 8.55585e+15 1.28368e+16 9.69518e+15 8.3292e+15 8.19577e+15 8.07591e+15 9.28647e+15
threshold=1.5000000000000002 37.692869000000009 37.457850350000008 55.535913550000011 30.410108300000001 114.05000000000001 55.993277250000013 76.00500000000001 59.820733200000006 60.017447350000005 37.275078000000001 66.990000000000023 55.02863030000001 44.874285750000006 1.5000000000000002 6.5000000000000009 1.5000000000000002 55.860536450000005 55.299834250000011 1.5000000000000002 17.500000000000004 30.243224600000001 55.030402950000003 30.578016350000002 36.546174950000008 59.950068600000009 19.500000000000004 59.609407350000005 35.985000000000007 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 11 14 12 21 13 19 -2 -6 -3 -16 22 18 -12 -5 -21 -10 -9 25 -25 -15 -18 -14 -23 -30
right_child=1 7 3 6 10 -7 -8 16 9 -11 17 -13 27 23 15 -17 26 -19 -20 20 -22 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-23978.42452433681 18616.910942324819 -14523.857285266262 -13709.985695493435 43441.881949852301 160814.98449378647 183637.2101122305 -59738.881692319264 -27248.34836750352 12353.018868997664 -7260.5375012982931 -22503.965994240683 138660.70154320935 -169695.33560837345 22776.276607601005 -10650.200108581099 5380.2894205805733 24334.245387680159 -43672.686386397079 55781.855181054518 79725.934869176024 174299.32590402741 7549.1773823230214 30127.519132580004 -81061.342741666187 -16159.740840901906 -43299.895132403966 87888.708006564484 -39938.398590139266 106873.68503376347 47092.961392881582
leaf_weight=540889 26211 718201 36934 60447 3021 7636 8664 68163 46012 64827 34482 34491 7035 56719 719900 1142403 211827 19869 69484 59566 11666 21607 42883 52083 73457 36493 22845 15801 48292 56256
leaf_count=540889 26211 718201 36934 60447 3021 7636 8664 68163 46012 64827 34482 34491 7035 56719 719900 1142403 211827 19869 69484 59566 11666 21607 42883 52083 73457 36493 22845 15801 48292 56256
internal_value=0 3433.6 21531.3 62175.9 8067.41 27705.9 78206.9 -1829.86 23543.2 34056.7 -8620.19 85399.3 -27257.6 -23499 -4631.53 -816.527 19082.3 18025.9 29817.1 71448.5 95214.7 49614.1 -5091.32 -26044.4 -43085.6 -3092.9 30521.2 -79912.1 63204.2 74706.4
internal_weight=0 3.77728e+06 851053 211768 639285 293677 174834 2.92622e+06 286041 236994 345608 166170 49047 221773 2.5805e+06 1.8623e+06 345718 123835 103966 131679 71232 172167 111046 218752 125540 93212 234672 22836 126155 104548
internal_count=4318164 3777275 851053 211768 639285 293677 174834 2926222 286041 236994 345608 166170 49047 221773 2580504 1862303 345718 123835 103966 131679 71232 172167 111046 218752 125540 93212 234672 22836 126155 104548
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=5 1 0 5 3 0 0 1 0 0 1 5 5 0 1 0 1 1 1 1 1 0 0 5 5 5 4 5 1 1
split_gain=3.05257e+16 3.0318e+16 1.78666e+16 1.81885e+16 1.27279e+16 1.19672e+16 1.72558e+16 1.97516e+16 4.56246e+16 1.67588e+16 5.83452e+16 2.0148e+16 1.43561e+16 1.39112e+16 3.03817e+16 1.90024e+16 2.00136e+16 1.52441e+16 1.4717e+16 2.27122e+16 1.36404e+16 1.22379e+16 2.00596e+16 1.14922e+16 1.11176e+16 1.03801e+16 9.99777e+15 9.65433e+15 9.35186e+15 9.2339e+15
threshold=36.005000000000003 38.984911950000004 60.042666650000008 82.00500000000001 25.500000000000004 54.959412650000012 55.010031850000011 82.991167100000027 55.050600750000008 44.039893800000009 40.810045900000013 72.705000000000013 225.45000000000002 55.719391050000006 82.784560750000011 55.842510000000011 60.528664650000003 50.888703650000004 44.083877800000003 43.94115175000001 60.648383500000008 54.940316550000006 54.648549400000007 73.010000000000005 89.00500000000001 25.005000000000006 2.5000000000000004 81.910000000000011 65.480823400000006 103.85249100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 4 -2 9 12 8 23 10 11 -3 -7 14 24 17 18 -15 19 -17 -18 22 29 -8 -10 26 -1 -21 -22 -11
right_child=1 5 -4 -5 -6 6 7 -9 13 21 -12 -13 -14 15 -16 16 20 -19 -20 27 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-46013.809541148432 13558.676208180577 90786.837416405004 -43152.546195562521 56854.376483404711 78975.568140033196 42528.361957255111 57116.241902812471 -21639.679110321213 -46891.518975778337 -18356.548122445991 -33461.35334944888 273621.37236617983 504417.37368639384 66002.740094574052 27152.416772276207 -10864.87093433032 56549.585563863955 -27506.435951904419 -33296.405727420752 65817.843414528601 -36535.207527865779 -40016.119596734039 38654.058856018572 143898.90364757061 -180502.39237389181 -11987.642575304784 182660.64095297357 225583.46805897844 22110.18236089365 32145.023744819628
leaf_weight=127578 957379 27386 46606 119772 30696 89771 68077 297956 111530 599173 55886 7728 678 83823 74629 100044 80178 22012 190157 21385 39481 160694 77241 19668 6596 769617 1941 4595 87353 38534
leaf_count=127578 957379 27386 46606 119772 30696 89771 68077 297956 111530 599173 55886 7728 678 83823 74629 100044 80178 22012 190157 21385 39481 160694 77241 19668 6596 769617 1941 4595 87353 38534
internal_value=0 4311.66 17500.4 20052 15590.9 -2411.81 3861.69 705.931 8026.22 -10835.4 30008.9 131026 45990.7 707.689 -22796 7910 92.7722 46554.3 -15732.9 10768.6 24264.2 -15080.1 -9475.37 76568.5 -54352.2 -16395.4 -42586.8 94075.1 3854.99 -15304.9
internal_weight=0 3.41903e+06 1.15445e+06 1.10785e+06 988075 2.26458e+06 1.29793e+06 1.20748e+06 909528 966642 91000 35114 90449 821783 192755 629028 523193 105835 316181 126024 207012 875642 714948 87745 118126 899136 129519 25980 126834 637707
internal_count=4318164 3419028 1154453 1107847 988075 2264575 1297933 1207484 909528 966642 91000 35114 90449 821783 192755 629028 523193 105835 316181 126024 207012 875642 714948 87745 118126 899136 129519 25980 126834 637707
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=2 0 0 1 5 0 1 1 5 1 1 1 0 1 5 4 1 1 0 0 1 0 0 1 1 6 1 1 1 1
split_gain=2.71559e+16 2.7363e+16 4.40964e+16 1.80815e+16 1.57815e+16 1.54791e+16 1.56992e+16 3.55218e+16 1.45974e+16 1.4458e+16 1.64373e+16 1.36375e+16 1.30548e+16 4.00875e+16 2.1741e+16 1.27129e+16 1.26657e+16 1.08015e+16 1.06235e+16 1.28342e+16 9.97821e+15 1.08412e+16 1.48219e+16 1.06795e+16 9.79924e+15 1.06257e+16 9.67821e+15 2.45419e+16 9.55956e+15 9.3714e+15
threshold=1.5000000000000002 55.56564190000001 55.826364100000013 50.388877400000005 107.05000000000001 55.674875350000008 37.712318250000003 37.39371280000001 150.04500000000004 28.619594500000002 30.362552800000003 30.278357500000002 44.580511600000001 40.810045900000013 81.00500000000001 2.5000000000000004 60.528664650000003 60.648383500000008 56.338501050000012 56.281985950000006 30.502469200000004 59.950068600000009 59.896318000000008 39.739656000000004 30.410108300000001 1.5000000000000002 37.582182450000005 37.620907050000007 37.615058950000012 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 9 -3 7 -7 12 -4 11 -11 13 14 -2 -10 18 -18 19 29 21 22 -20 -22 25 -24 -9 28 -28 -12
right_child=1 2 4 -5 -6 6 -8 26 15 10 16 -13 -14 -15 -16 -17 17 -19 20 -21 23 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-20956.457796338997 65655.912190103947 15452.032262140941 -174697.97986177375 -30594.84204502291 76287.786299718049 -13599.293732547199 40223.900781566394 157500.73829631848 -225823.84746305586 2284.7073119194451 20334.789093751762 53453.678353850439 -7372.9419741820893 -28467.270723707854 271249.36185829696 167117.67004733891 44053.642076894437 1795.4719622200046 -8140.0256647589167 57424.544268495185 -64786.60326641734 -27754.28092179387 413996.963642132 -20359.401517968316 60683.757742005553 108369.50637126267 73650.98925958194 154416.10733069829 -80030.364896799423 -18457.403221267978
leaf_weight=540889 53822 128474 4669 34723 28438 25615 193868 38831 922 106991 97626 101498 1921237 64580 5687 7696 84183 214891 36513 38339 71416 58379 1773 223243 19956 3174 7723 22521 8505 171982
leaf_count=540889 53822 128474 4669 34723 28438 25615 193868 38831 922 106991 97626 101498 1921237 64580 5687 7696 84183 214891 36513 38339 71416 58379 1773 223243 19956 3174 7723 22521 8505 171982
internal_value=0 3000.87 12292.7 38791.7 2636.56 44453.6 56996.1 88505.4 -4795.33 940.109 1606.84 27195.1 -5342.55 26093.5 85303.5 125079 -3615.88 13690.3 -10780.6 3287.78 -21233.7 3101.15 32430.8 -31127.1 91916.1 217906 122218 86860.4 -6892.51 -4410.61
internal_weight=0 3.77728e+06 1.72333e+06 460260 1.26307e+06 425537 297063 103195 2.05394e+06 1.23463e+06 1.22996e+06 208489 2.04533e+06 124089 59509 8618 1.02148e+06 299074 722401 307947 414454 119795 61416 294659 24903 4947 77580 38749 16228 269608
internal_count=4318164 3777275 1723331 460260 1263071 425537 297063 103195 2053944 1234633 1229964 208489 2045326 124089 59509 8618 1021475 299074 722401 307947 414454 119795 61416 294659 24903 4947 77580 38749 16228 269608
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=5 3 3 1 1 6 5 5 6 3 1 3 4 0 0 0 0 1 1 1 3 0 1 1 0 4 5 1 0 1
split_gain=2.46009e+16 2.03847e+16 1.54865e+16 1.37529e+16 1.59286e+16 1.26442e+16 1.26186e+16 1.23696e+16 8.80498e+15 1.00958e+16 1.59576e+16 8.80069e+15 7.66695e+15 7.27109e+15 6.87043e+15 1.04024e+16 7.92327e+15 7.2569e+15 9.23135e+15 6.35133e+15 6.30048e+15 6.25478e+15 6.25234e+15 6.32273e+15 6.14865e+15 6.09098e+15 7.20989e+15 5.82996e+15 5.67095e+15 5.41207e+15
threshold=44.005000000000003 19.500000000000004 3.5000000000000004 30.362552800000003 30.259484550000003 1.5000000000000002 118.33500000000002 27.010000000000002 1.5000000000000002 9.5000000000000018 48.712293450000011 12.500000000000002 2.5000000000000004 55.030402950000003 55.87722990000001 55.674875350000008 55.099723300000008 37.39371280000001 37.692869000000009 37.098288800000006 27.500000000000004 55.795550600000006 38.969379750000009 39.694727950000008 44.039893800000009 2.5000000000000004 73.405000000000015 37.615058950000012 59.755965500000009 38.984911950000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 6 20 25 12 9 10 28 19 -1 -9 15 16 -15 -17 21 -10 -3 -19 -13 -24 -7 26 -4 -18 -5 -26
right_child=1 5 3 8 -6 24 -8 13 11 -11 -12 22 -14 14 -16 17 27 18 -20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-36784.377615302037 -31143.958667551444 8135.440987414775 2767.428335838767 -14802.062612769998 72577.656264846781 255847.91775576549 232976.22112784479 -13356.723124525697 -25041.37199689147 -14409.290855734764 95867.196246011066 38534.531847009966 161450.53905587396 25621.5096141291 -7778.7552241955709 -34449.840219908838 13436.634704048884 113795.43259759474 20924.897084333683 4918.3259369416501 68085.904589229845 32968.15918283855 -17190.876113464536 22344.508305987518 73896.777136979945 -49002.374217857803 140114.75773514458 -28170.995964866535 124764.33142146561 29643.70432817121
leaf_weight=167620 123920 159624 39448 45579 63469 1539 2300 760884 75917 417413 22550 130532 1974 63263 513486 16758 47494 21155 118376 1041735 19693 17489 58647 130380 63389 21443 4232 115747 3110 48998
leaf_count=167620 123920 159624 39448 45579 63469 1539 2300 760884 75917 417413 22550 130532 1974 63263 513486 16758 47494 21155 118376 1041735 19693 17489 58647 130380 63389 21443 4232 115747 3110 48998
internal_value=0 6516.92 3188.2 5256.72 36623 31270.7 2776.84 -8741.96 3124.9 -8471.19 26322.1 7067.58 -34477 -6135.74 -122.919 9698.07 -4422.24 28102.6 34778.6 2883.3 14719.3 77215.7 21702 10078.4 57322.1 -5353.3 16074.5 -16065.5 -5887.29 54603.5
internal_weight=0 2.47392e+06 2.18068e+06 2.05676e+06 130892 293243 67423 1.84425e+06 1.92586e+06 488652 71239 1.43721e+06 169594 1.67465e+06 913768 400282 226504 173778 157020 1.11765e+06 179317 38644 319559 189027 113926 65123 43680 163241 48689 112387
internal_count=4318164 2473918 2180675 2056755 130892 293243 67423 1844246 1925863 488652 71239 1437211 169594 1674652 913768 400282 226504 173778 157020 1117652 179317 38644 319559 189027 113926 65123 43680 163241 48689 112387
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=3 5 0 0 1 4 5 5 5 3 1 5 4 1 1 5 5 4 6 0 0 0 0 1 0 0 0 1 1 1
split_gain=2.05733e+16 2.03918e+16 1.51295e+16 1.93268e+16 1.23976e+16 1.16155e+16 2.0744e+16 1.66023e+16 1.12455e+16 1.11316e+16 1.2661e+16 1.0399e+16 1.09841e+16 9.79178e+15 1.58371e+16 1.02433e+16 9.49811e+15 7.81636e+15 7.53143e+15 7.44662e+15 7.30325e+15 1.37338e+16 7.10384e+15 2.6246e+16 2.65509e+16 7.84929e+15 7.10166e+15 7.0234e+15 8.75006e+15 8.50622e+15
threshold=3.5000000000000004 54.035000000000004 55.56564190000001 55.860536450000005 28.619594500000002 2.5000000000000004 120.05000000000001 177.02500000000003 25.005000000000006 11.500000000000002 30.434657650000002 150.04500000000004 2.5000000000000004 37.275078000000001 37.712318250000003 80.815000000000012 225.45000000000002 1.5000000000000002 1.5000000000000002 55.664473600000008 55.535913550000011 55.826364100000013 45.070824200000011 40.810045900000013 43.592450450000008 47.155083450000006 44.580511600000001 39.003296000000006 37.998366300000008 37.314272700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 11 13 -5 7 -7 9 17 10 -6 22 16 -4 15 18 -13 -2 19 -15 26 -22 23 24 -3 -24 -10 28 29 -26
right_child=1 2 3 4 5 6 -8 -9 20 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-28198.277215834562 -39219.002198797498 210104.66600754226 -43537.515331015224 -237288.67326575951 119773.45207051944 -8316.76794240044 115401.68231108185 -544858.41603267612 24031.332335313622 11851.178268510856 34048.546950800861 306427.87468690367 152472.30616798939 -24207.375933058622 27935.446429736447 157360.18602537617 -399826.19827161054 95801.31646990194 99894.828030871387 71065.638096439085 22274.763838120271 -3355.3224565239866 -43179.25067032846 -43714.222020831716 144705.25091333094 -1098.7169164298568 -9484.1836169729395 3667.1304743980882 75845.563899874673 -27514.556743839392
leaf_weight=244111 114048 8700 11681 2015 23877 270300 14268 504 66757 135089 61876 262 7526 13362 125700 15473 697 4455 35384 21252 286089 776582 47512 50002 3393 661236 1193926 57346 46208 18533
leaf_count=244111 114048 8700 11681 2015 23877 270300 14268 504 66757 135089 61876 262 7526 13362 125700 15473 697 4455 35384 21252 286089 776582 47512 50002 3393 661236 1193926 57346 46208 18533
internal_value=0 1689.6 10343 21035.9 10264 11249.9 -2113.63 28430.5 -4094.56 29738.8 57917.7 1674.26 111858 45587.5 50517.5 83728.3 -206877 -34143.1 67452 34287.5 -2561.93 3544.73 627.253 18124.1 41168.1 -3919.65 -7709.44 29455.1 51159.9 -863.922
internal_weight=0 4.07405e+06 1.6322e+06 730781 507929 505914 284568 221346 2.44186e+06 220842 85753 901415 8485 222852 211171 85471 959 118503 69998 34614 2.32335e+06 1.06267e+06 892930 184182 134180 708748 1.26068e+06 125480 68134 21926
internal_count=4318164 4074053 1632196 730781 507929 505914 284568 221346 2441857 220842 85753 901415 8485 222852 211171 85471 959 118503 69998 34614 2323354 1062671 892930 184182 134180 708748 1260683 125480 68134 21926
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=2 5 0 1 0 1 1 5 4 5 5 0 1 5 5 1 5 1 1 0 0 1 1 1 0 0 3 0 1 1
split_gain=1.8799e+16 1.7822e+16 1.39574e+16 1.3607e+16 3.47169e+16 9.92325e+15 9.42097e+15 9.2556e+15 8.82476e+15 1.71975e+16 1.49211e+16 1.16165e+16 9.71593e+15 8.81369e+15 7.76104e+15 7.48873e+15 6.64105e+15 6.47648e+15 1.06507e+16 6.55537e+15 1.11361e+16 1.01917e+16 8.96113e+15 5.99864e+15 5.78652e+15 6.21119e+15 6.17383e+15 5.46961e+15 5.46157e+15 1.21096e+16
threshold=1.5000000000000002 59.810000000000009 54.970187400000007 40.247294600000011 44.580511600000001 82.981501350000016 28.619594500000002 128.92000000000004 2.5000000000000004 225.45000000000002 95.020000000000024 56.054485600000007 30.362552800000003 161.85000000000002 33.585000000000008 37.692869000000009 85.91500000000002 37.692869000000009 37.487839250000007 55.645049100000001 55.795550600000006 37.597123000000003 37.620907050000007 37.487839250000007 55.762622900000004 55.74310830000001 17.500000000000004 54.811549550000009 82.784560750000011 82.981501350000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 16 -5 -4 -6 9 12 11 15 -8 -12 -2 23 -3 18 -16 -20 21 -21 24 -10 25 -23 -27 -7 -17 -30
right_child=1 2 6 5 7 27 8 -9 10 -11 13 -13 -14 -15 17 28 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-17436.256357221075 -12810.93678695067 109103.53374578097 -240139.80016477278 -35538.260279163434 -480.55090481155958 4543.5438580187729 88763.637089767348 120776.84789340511 19086.280603298383 -481274.50637675507 43221.703029737779 -15539.14284525459 30241.62881146498 179420.32607864207 3017.5812197820369 -8695.1137784957882 243656.85813722841 -2309.5069760749916 4237.6269304573698 166718.75502157919 22816.853237635267 101716.5447179708 119490.39288303127 84062.671705782821 286088.69330556056 -222243.03601262128 7286.9732665437914 104500.42730359281 69511.855695991748 -7343.8626699264687
leaf_weight=540889 535676 12810 1378 137735 215828 36253 32270 6484 28899 641 79576 160800 234683 5053 362908 85390 5140 1615550 34938 13806 39209 1722 8079 27950 519 2631 2113 6448 37372 45414
leaf_count=540889 535676 12810 1378 137735 215828 36253 32270 6484 28899 641 79576 160800 234683 5053 362908 85390 5140 1615550 34938 13806 39209 1722 8079 27950 519 2631 2113 6448 37372 45414
internal_value=0 2496.79 12813.7 -1727.87 13857.4 -22480.7 21087.2 3056.07 21575 36073.7 13328.1 4987.34 37315.9 51353.8 -2076.48 19655.3 147633 686.078 11073 39450.5 57521.7 104655 47774.5 51032.1 -35173.7 -60960.1 -120009 19637.4 9048.9 27351
internal_weight=0 3.77728e+06 1.16012e+06 420698 240262 180436 739426 222312 738048 267594 470454 385825 266953 84629 2.61715e+06 225025 17950 2.08148e+06 465925 103017 68079 28870 15064 56849 6985 6466 4744 42701 168176 82786
internal_count=4318164 3777275 1160124 420698 240262 180436 739426 222312 738048 267594 470454 385825 266953 84629 2617151 225025 17950 2081475 465925 103017 68079 28870 15064 56849 6985 6466 4744 42701 168176 82786
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=3 3 5 1 1 0 1 5 1 0 4 5 5 1 0 0 0 0 6 3 1 0 1 1 1 1 0 1 1 1
split_gain=1.67336e+16 1.61294e+16 1.43818e+16 1.18884e+16 1.8134e+16 1.11544e+16 1.09288e+16 1.01273e+16 9.49183e+15 9.2952e+15 9.08482e+15 1.06695e+16 8.85036e+15 8.75719e+15 1.18302e+16 1.12368e+16 8.45121e+15 9.21584e+15 8.29624e+15 1.08421e+16 9.85446e+15 9.02453e+15 1.70879e+16 8.25935e+15 2.45049e+16 1.19201e+16 1.06446e+16 1.18025e+16 1.04793e+16 1.22639e+16
threshold=2.5000000000000004 27.500000000000004 39.505000000000003 37.692869000000009 37.487839250000007 53.973051950000006 30.434657650000002 116.06000000000002 37.098288800000006 44.893607100000004 2.5000000000000004 70.50500000000001 83.010000000000005 37.582182450000005 55.975961550000008 55.576287050000012 55.518428350000008 55.806974650000008 1.5000000000000002 9.5000000000000018 48.712293450000011 44.039893800000009 40.810045900000013 65.520339550000017 60.837513500000007 82.957885500000017 54.970187400000007 82.902675200000019 60.55755580000001 56.249874400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 10 9 -8 11 -4 -12 14 16 -15 -7 -18 19 20 -5 22 -20 24 28 26 -25 -28 29 -23
right_child=1 -3 3 18 5 13 8 -9 -10 -11 12 -13 -14 15 -16 -17 17 -19 21 -21 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-37965.161282684967 -8706.7366969817849 65627.028888783767 23275.704099703657 -2680.4083758534862 -158019.89453345246 22810.430439420212 152409.70647141206 136962.69518334017 11640.184322692194 -30647.850698214275 -40223.645203011751 104385.05938815758 32512.660545081933 -55077.089511316073 -60739.523287142722 49372.038647232082 153489.23913825135 59907.545420119517 99839.431077991932 -13686.269411361436 70891.685082201322 2798.1891554649865 -4672.5209962192594 -32765.165935726254 -53823.603768151603 2084.0502541251726 21151.251604146823 76809.729082296893 42759.904502851146 -45537.724715408687
leaf_weight=113057 1219412 38291 147412 45791 2527 12716 2839 7572 138885 120879 41462 18223 28043 12926 5374 50697 25894 17728 28058 558181 30221 924910 35360 20864 83249 311630 96189 63086 61038 55650
leaf_count=113057 1219412 38291 147412 45791 2527 12716 2839 7572 138885 120879 41462 18223 28043 12926 5374 50697 25894 17728 28058 558181 30221 924910 35360 20864 83249 311630 96189 63086 61038 55650
internal_value=0 1020.72 427.017 4205.87 16347.7 49990.7 7834.85 23132 -6303.6 -26447.2 19466.4 32199.3 -10876.9 54184.6 81023.7 28151.6 94546.3 115458 883.851 -8861.24 26570.5 4562.51 41566.7 3110.88 -1615.23 13921.1 34398.6 43196.6 2557.49 54.9673
internal_weight=0 4.20511e+06 4.16682e+06 2.9474e+06 633177 127862 505315 242712 262603 123718 235140 165635 69505 125335 61712 63623 56338 43622 2.31423e+06 634193 76012 1.68003e+06 63418 1.61662e+06 1.12485e+06 491769 180139 159275 1.0416e+06 980560
internal_count=4318164 4205107 4166816 2947404 633177 127862 505315 242712 262603 123718 235140 165635 69505 125335 61712 63623 56338 43622 2314227 634193 76012 1680034 63418 1616616 1124847 491769 180139 159275 1041598 980560
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=2 0 5 0 1 0 5 0 1 1 4 5 5 0 0 5 5 0 1 1 1 1 1 1 3 0 0 1 1 1
split_gain=1.41026e+16 1.41271e+16 1.36906e+16 1.35447e+16 1.64816e+16 1.60785e+16 9.36308e+15 9.17303e+15 1.09227e+16 1.28679e+16 9.1603e+15 1.52725e+16 1.05746e+16 9.09503e+15 1.32878e+16 8.75514e+15 8.3418e+15 8.24319e+15 9.29164e+15 8.0654e+15 7.29128e+15 1.09887e+16 6.30615e+15 6.12e+15 5.99631e+15 5.54043e+15 8.75249e+15 6.72082e+15 1.65392e+16 1.47098e+16
threshold=1.5000000000000002 54.970187400000007 67.00500000000001 45.070824200000011 40.810045900000013 43.592450450000008 67.520000000000024 55.010031850000011 82.991167100000027 82.902675200000019 2.5000000000000004 225.45000000000002 142.05000000000004 55.349623500000007 55.826364100000013 83.010000000000005 87.395000000000024 55.68356880000001 37.615058950000012 103.85249100000001 37.869926150000005 37.39371280000001 38.984911950000004 28.619594500000002 5.5000000000000009 56.054485600000007 55.674875350000008 82.837870700000011 82.981501350000016 37.792847950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 6 -2 -3 9 13 11 -4 23 -9 17 -7 -6 18 -15 -5 21 -19 -17 -12 -21 26 27 29 -29 -25
right_child=1 2 10 19 16 15 -8 8 -10 -11 12 -13 -14 14 -16 22 -18 20 -20 24 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-15102.046658335566 65053.908145321569 38168.713478785576 50728.790197069793 -14554.401267017916 -16518.97267678774 7567.4556153455651 214877.83322006476 -23584.508016546992 -17654.891749864702 37623.500090858426 -307227.22330462543 -437723.66753869859 116718.43114554288 25476.174662837031 -2017.9059229273703 105871.60668363929 -105144.25812597149 -22921.728430219831 -18460.147885169354 2273.6017543621015 16301.838357465225 64923.170317066033 10746.458103236759 27495.561553289488 83954.937378953211 -2473.3622073701463 48642.644667065819 73591.86109266922 -24121.770378389261 -79662.396721127734
leaf_weight=540889 20077 71691 106436 903011 78712 267478 5265 124450 251953 110762 601 644 9840 95732 953954 16541 12277 16957 96807 24704 144516 88877 12043 28136 14127 148785 80016 35830 33535 23518
leaf_count=540889 20077 71691 106436 903011 78712 267478 5265 124450 251953 110762 601 644 9840 95732 953954 16541 12277 16957 96807 24704 144516 88877 12043 28136 14127 148785 80016 35830 33535 23518
internal_value=0 2162.55 6734.53 -6017.78 9095.91 19732.8 96181 3060.03 1724.07 4715.75 22111.3 47791.1 14478.5 2319.8 4627.72 13189 -28477 18942 3385.36 -12635.4 30906.2 50848.4 65793.5 11607.6 31989.9 12155.3 22982 6015.48 26351.5 -21293.3
internal_weight=0 3.77728e+06 2.42304e+06 1.35424e+06 412393 321404 25342 1.9557e+06 1.88401e+06 1.63206e+06 467341 107080 360261 1.52129e+06 1.39684e+06 296062 90989 442889 192539 941842 250350 105834 28584 350421 38831 349820 201035 121019 69365 51654
internal_count=4318164 3777275 2423040 1354235 412393 321404 25342 1955699 1884008 1632055 467341 107080 360261 1521293 1396843 296062 90989 442889 192539 941842 250350 105834 28584 350421 38831 349820 201035 121019 69365 51654
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=3 5 3 6 3 0 3 1 1 0 4 5 5 5 0 1 3 1 4 1 0 3 0 5 0 1 3 1 1 3
split_gain=1.27055e+16 1.22658e+16 1.11534e+16 9.9798e+15 1.64631e+16 1.34951e+16 2.51309e+16 8.57791e+15 8.65906e+15 7.23022e+15 6.26783e+15 2.09835e+16 1.89132e+16 1.17145e+16 6.23978e+15 6.22435e+15 5.72628e+15 5.88849e+15 5.72098e+15 5.52174e+15 5.49943e+15 7.33427e+15 5.06087e+15 4.96586e+15 4.89999e+15 4.87302e+15 4.70908e+15 4.70184e+15 1.78427e+16 5.39992e+15
threshold=2.5000000000000004 28.035000000000004 27.500000000000004 1.5000000000000002 12.500000000000002 59.853570100000006 11.500000000000002 37.692869000000009 37.436176200000013 59.982527000000012 3.5000000000000004 225.45000000000002 177.02500000000003 75.015000000000015 43.642715500000008 37.971176850000006 8.5000000000000018 37.275078000000001 2.5000000000000004 48.712293450000011 59.904813200000007 15.500000000000002 55.535913550000011 99.555000000000021 55.975961550000008 82.902675200000019 18.500000000000004 30.388336800000001 30.410108300000001 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 18 3 5 10 16 9 8 -6 27 11 13 -12 -5 -9 -1 19 -18 -2 -3 -8 -22 -10 25 -24 -16 -19 29 -29 -7
right_child=1 2 -4 4 7 6 20 14 22 -11 12 -13 -14 -15 23 -17 17 26 -20 -21 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-98239.324578190281 -25885.603739240389 -2168.0633554658057 58009.940843378172 -432.24327127969514 22255.843548723671 178022.47325320437 48217.796827700047 100053.2098736223 10682.134688036163 33262.719283672719 -34306.278813318029 -407772.27742276393 196432.22823130016 28755.481779401438 3144.5451228278876 -24632.120242482855 -43551.104883734202 -14551.420663321278 154756.00188462771 52432.993815832364 34998.602751564213 -28463.01569606534 91693.745049629797 51547.182157804084 -38791.343819613714 32670.455586356198 1767.8841015617554 609851.93402627308 -19306.882098035345 56756.82273374049
leaf_weight=12978 184850 60165 35308 1842132 149963 9692 21300 7728 12287 7679 89064 1252 3700 148599 411258 100079 56264 664723 1770 26759 26494 58250 42866 26611 3085 64690 240902 923 881 5912
leaf_count=12978 184850 60165 35308 1842132 149963 9692 21300 7728 12287 7679 89064 1252 3700 148599 411258 100079 56264 664723 1770 26759 26494 58250 42866 26611 3085 64690 240902 923 881 5912
internal_value=0 889.42 2053.3 1557.28 4804.76 -6157.88 24087.1 17858.7 34964.7 114093 305.841 1489.1 -25103 1746.49 10879.4 -33081.6 -9939.35 -12160.6 -24172.3 14640.5 2794.32 -8622.65 67689.9 9508.12 82933.4 7157.65 -10210.4 149749 302596 132078
internal_weight=0 4.20511e+06 4.01849e+06 3.98318e+06 2.80324e+06 1.17994e+06 131131 718488 208201 25087 2.08475e+06 1.99198e+06 92764 1.99073e+06 510287 113057 1.04881e+06 961889 186620 86924 106044 84744 58238 502559 45951 475948 905625 17408 1804 15604
internal_count=4318164 4205107 4018487 3983179 2803235 1179944 131131 718488 208201 25087 2084747 1991983 92764 1990731 510287 113057 1048813 961889 186620 86924 106044 84744 58238 502559 45951 475948 905625 17408 1804 15604
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 5 1 0 0 5 5 0 0 0 0 5 0 0 5 4 6 3 1 3 4 3 5 4 5 1
split_gain=1.08145e+16 9.98054e+15 9.23292e+15 1.47006e+16 8.54902e+15 8.47275e+15 7.50303e+15 8.81429e+15 8.62774e+15 8.15855e+15 7.22842e+15 6.44249e+15 1.09744e+16 1.43669e+16 8.12323e+15 9.33609e+15 5.686e+15 7.53446e+15 5.44313e+15 7.74016e+15 5.33159e+15 8.24943e+15 7.77111e+15 7.17767e+15 5.1942e+15 6.21579e+15 7.37262e+15 8.12754e+15 5.27567e+15 4.90231e+15
threshold=3.5000000000000004 39.505000000000003 37.692869000000009 37.487839250000007 53.973051950000006 120.05000000000001 37.582182450000005 55.576287050000012 56.197733450000008 89.00500000000001 225.45000000000002 60.042666650000008 59.834458500000004 56.009576300000013 59.609407350000005 81.910000000000011 55.518428350000008 55.806974650000008 23.035000000000004 1.5000000000000002 1.5000000000000002 9.5000000000000018 48.712293450000011 20.500000000000004 2.5000000000000004 11.500000000000002 60.905000000000008 1.5000000000000002 87.00500000000001 35.911716050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 3 5 -5 11 8 -8 16 -9 -7 12 13 -3 15 29 -6 -18 19 -2 21 22 -4 -22 25 26 27 -14 -26 -15
right_child=1 2 20 4 6 10 7 9 -10 -11 -12 -13 24 14 -16 -17 17 -19 -20 -21 23 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-20444.313284395903 -37194.441160677343 7051.018721360264 -1130.8869259402245 -143290.54897894789 19509.90513252404 125250.71927424404 -50890.594054362744 31929.29044212334 -65494.255480476066 201911.13835362028 -315884.57023059682 -35178.783935358784 115392.02081816865 -118936.48220343793 -14790.229978501528 -323361.976244508 127653.45905399174 49583.871598564852 -4627.6118247616232 109510.70613204197 2921.5808934981555 -10297.464493134605 68013.426613829928 33846.002936053788 -18506.971115375836 20670.560439562498 127998.62276518049 12589.367990428624 45770.720266245073 -26620.286120117951
leaf_weight=244111 82138 206075 40463 2393 12388 8233 12823 51036 4340 2989 389 36323 10763 12567 28549 1643 29614 21220 1092635 3761 1542118 569019 27168 78895 40693 86138 13525 26939 18608 10608
leaf_count=244111 82138 206075 40463 2393 12388 8233 12823 51036 4340 2989 389 36323 10763 12567 28549 1643 29614 21220 1092635 3761 1542118 569019 27168 78895 40693 86138 13525 26939 18608 10608
internal_value=0 1224.99 4382.7 15006.4 44060 7073.83 47395.5 23643 70897 41333.7 105348 5353.15 8580.98 -4924.24 -51166.3 -93011 80259.8 95064.3 -6533.11 -30771.1 1381.2 -6373.08 26645 4426.68 26397.1 37075 64659.1 41937 1662.66 -76680.2
internal_weight=0 4.07405e+06 2.89552e+06 637856 136803 501053 134410 66848 67562 54025 8622 492431 456108 259442 53367 24818 63222 50834 1.17853e+06 85899 2.25766e+06 636650 67631 1.62101e+06 196666 137365 51227 37702 59301 23175
internal_count=4318164 4074053 2895519 637856 136803 501053 134410 66848 67562 54025 8622 492431 456108 259442 53367 24818 63222 50834 1178534 85899 2257663 636650 67631 1621013 196666 137365 51227 37702 59301 23175
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=3 2 0 0 1 0 0 5 0 1 0 1 1 5 0 1 0 0 1 1 5 1 1 0 0 3 6 1 1 1
split_gain=9.64127e+15 8.93862e+15 8.94264e+15 1.03848e+16 1.30296e+16 1.33977e+16 1.08714e+16 1.07309e+16 9.97799e+15 1.13107e+16 2.67599e+16 9.84518e+15 8.76984e+15 8.12044e+15 8.09765e+15 1.44019e+16 1.31365e+16 1.24518e+16 1.04691e+16 1.27012e+16 9.16076e+15 9.08104e+15 7.80335e+15 8.698e+15 1.27661e+16 7.46899e+15 8.77941e+15 9.01621e+15 9.17337e+15 1.09477e+16
threshold=27.500000000000004 1.5000000000000002 54.959412650000012 45.070824200000011 40.810045900000013 44.580511600000001 45.005863250000004 81.910000000000011 55.010031850000011 82.991167100000027 55.050600750000008 38.996948700000011 28.619594500000002 225.45000000000002 55.349623500000007 82.837870700000011 55.826364100000013 55.769960200000007 30.370618100000005 60.528664650000003 79.730000000000018 60.648383500000008 30.278357500000002 59.916647550000008 59.990816400000007 25.500000000000004 1.5000000000000002 49.964253350000007 37.214886200000009 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 13 10 -10 -8 -12 -4 15 -14 17 25 22 -20 -19 -21 23 -18 -25 26 -16 28 -28 -30
right_child=-2 2 8 -5 -6 6 11 -9 9 -11 12 -13 14 -15 16 -17 18 20 19 21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-12464.429853695779 49955.665279994821 45802.925422008702 33278.291062131408 -11132.432781358115 -25463.274461179433 -20074.061592899801 50134.787648024809 185758.04510734623 57747.793456170839 -14582.470502294322 -131714.00070464617 1517.2930532360824 -37220.911879986823 383086.8333235872 -10666.405398010058 17293.480537343694 -36007.768218081641 37536.877679177807 -10919.282586077448 42645.98453758753 125624.09852622217 1214.9270735080843 37032.294739159479 95459.445573454606 -3395.1286829949163 167807.82399539993 -48752.024163474416 -29044.182975739124 63907.142356081284 16203.39032203607
leaf_weight=540734 38291 53846 101177 926516 90983 91885 73650 6099 96217 298191 4771 95872 118709 668 139511 81894 41374 113552 710440 82683 13176 146886 120612 17604 50651 3005 14760 32232 73726 138449
leaf_count=540734 38291 53846 101177 926516 90983 91885 73650 6099 96217 298191 4771 95872 118709 668 139511 81894 41374 113552 710440 82683 13176 146886 120612 17604 50651 3005 14760 32232 73726 138449
internal_value=0 -446.941 1290.96 -5257.1 7944.77 17403.4 7625.61 60042.4 4943.39 3586.19 6294.72 22639.5 3694.63 35572.7 4034.78 -14966 6278.67 19365.6 369.42 -4311.6 46695.4 16137 19480.7 170.721 22101 10743.3 9559.46 20447.2 27476.5 32779.4
internal_weight=0 4.27987e+06 3.73914e+06 1.33885e+06 412335 321352 261407 59945 2.40029e+06 2.29844e+06 2.00025e+06 169522 1.90404e+06 101845 1.89926e+06 200603 1.69866e+06 528411 1.17025e+06 940009 126728 229569 230241 109629 68255 401683 398678 259167 226935 212175
internal_count=4318164 4279873 3739139 1338851 412335 321352 261407 59945 2400288 2298443 2000252 169522 1904035 101845 1899264 200603 1698661 528411 1170250 940009 126728 229569 230241 109629 68255 401683 398678 259167 226935 212175
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=5 3 0 0 1 1 1 1 5 1 1 1 0 6 3 1 0 0 0 5 1 1 1 1 0 0 0 1 1 1
split_gain=8.54143e+15 8.19608e+15 7.51647e+15 2.36317e+16 1.01074e+16 9.41357e+15 1.60493e+16 8.49125e+15 8.33623e+15 7.94454e+15 1.24125e+16 8.3053e+15 7.98749e+15 7.76673e+15 8.49395e+15 7.78361e+15 7.69696e+15 1.0935e+16 8.99434e+15 8.77959e+15 7.57302e+15 1.3909e+16 8.069e+15 7.87255e+15 7.53579e+15 1.05783e+16 7.38502e+15 9.67968e+15 1.71659e+16 1.39032e+16
threshold=28.035000000000004 2.5000000000000004 55.674875350000008 55.826364100000013 50.888703650000004 37.39371280000001 37.582182450000005 28.619594500000002 78.710000000000022 30.362552800000003 60.528664650000003 30.305955500000003 63.563300600000012 1.5000000000000002 21.500000000000004 30.578016350000002 56.791364150000007 56.852744000000008 56.093493200000005 81.00500000000001 37.620907050000007 37.712318250000003 49.073956850000009 37.615058950000012 59.916647550000008 59.990816400000007 44.678200800000006 82.784560750000011 56.135466100000009 82.957885500000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 4 5 -4 8 -5 -7 11 -11 24 16 -3 15 -15 18 19 -12 -18 23 -22 -23 -8 -9 -26 -17 28 -28 -29
right_child=1 2 3 7 -6 6 20 9 -10 10 12 -13 -14 14 -16 26 17 -19 -20 -21 21 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-20484.488609222477 -26576.774174566726 -10522.920766666297 -21676.198048692735 -124300.36907294298 -22645.884823681408 86974.354659149481 37824.101103626381 -29188.066955525388 261349.22287074558 -8944.8418770497501 23761.514863994049 41668.224506432103 -133110.64640755657 81499.555798924208 37129.976398077204 23865.561640995518 47558.815249905012 13397.358111384372 -35217.022903782781 155002.31334538644 110870.19459041463 10541.77115088509 50936.694176231918 -103339.99454716785 77876.756007883057 -2251.7214714607167 -3212.7525656064854 35843.14948579749 -45124.038760133459 -1326.7899431870851
leaf_weight=194391 105286 728960 25869 5403 32458 37313 7627 47817 2959 779910 50950 91622 3625 11750 65665 117838 47365 155028 52502 9060 22494 114651 86954 8196 23207 56802 821275 139570 110924 360693
leaf_count=194391 105286 728960 25869 5403 32458 37313 7627 47817 2959 779910 50950 91622 3625 11750 65665 117838 47365 155028 52502 9060 22494 114651 86954 8196 23207 56802 821275 139570 110924 360693
internal_value=0 965.621 1687.24 6837.57 30414.7 36041.8 41370.6 806.116 99786.6 1319.02 -2151.33 18689.7 14482.4 -1944.51 1897.26 416.16 16181.4 27116.7 -6170.16 64810.7 31565.2 36286.1 27964.5 -35296.1 2219.41 20989.9 -198.386 -2177.95 -8199.85 9043.37
internal_weight=0 4.12377e+06 4.01849e+06 1.66181e+06 338521 306063 280194 1.32329e+06 40272 1.31789e+06 1.09844e+06 219448 318530 2.35668e+06 1.62772e+06 1.56205e+06 314905 211453 103452 56425 239922 224099 201605 15823 127826 80009 1.5503e+06 1.43246e+06 932199 500263
internal_count=4318164 4123773 4018487 1661812 338521 306063 280194 1323291 40272 1317888 1098440 219448 318530 2356675 1627715 1562050 314905 211453 103452 56425 239922 224099 201605 15823 127826 80009 1550300 1432462 932199 500263
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=5 3 6 1 1 0 1 5 0 0 3 3 6 3 3 0 0 5 0 0 5 1 0 0 0 5 5 3 0 0
split_gain=7.30622e+15 6.32311e+15 7.40419e+15 6.3302e+15 8.71006e+15 7.25377e+15 6.50084e+15 6.33379e+15 5.68979e+15 5.50498e+15 5.83484e+15 1.26986e+16 4.72151e+15 6.92812e+15 8.25613e+15 5.91746e+15 6.23083e+15 7.02265e+15 5.72914e+15 5.55991e+15 5.38937e+15 4.52333e+15 5.19735e+15 6.21035e+15 8.99264e+15 6.4836e+15 6.14816e+15 4.65625e+15 4.60941e+15 6.56547e+15
threshold=35.005000000000003 19.500000000000004 1.5000000000000002 30.434657650000002 37.098288800000006 44.982728700000003 30.259484550000003 118.33500000000002 59.982527000000012 59.896318000000008 6.5000000000000009 9.5000000000000018 1.5000000000000002 6.5000000000000009 8.5000000000000018 45.070824200000011 54.708501450000007 96.015000000000015 47.155083450000006 55.061033200000004 225.45000000000002 103.85249100000001 55.017766000000002 55.099723300000008 55.349623500000007 88.015000000000015 103.45000000000002 9.5000000000000018 55.010031850000011 54.970187400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 7 -2 9 -8 -11 -12 -6 15 18 -14 17 -17 -15 20 -18 22 28 26 25 -25 -24 -26 29 -16
right_child=1 2 -4 4 12 -7 8 -9 -10 10 11 -13 13 14 21 16 19 -19 -20 -21 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-8614.032606670522 -7674.1417616838417 2901.5047064341015 29765.755586497329 105908.23077357179 -6876.0870126268019 -30963.393529925346 13164.354908437152 154635.52645973937 -4300.0661246702721 12557.381870659054 169121.79756986143 47805.297825653644 15836.991120528157 9353.3872225206123 -2755.7025833771381 -19631.059138555287 19948.620103454668 -135083.45994225677 79820.677475390257 -6916.0451865703571 350924.93956952338 63751.810041494427 30818.127531534028 -21059.354533131773 -1834.4961484006603 -157315.57295025731 170230.0538305951 18184.923564461766 -32195.926751971216 41170.187190506738
leaf_weight=801813 93038 265437 167234 3999 688961 121935 37952 2468 34330 17200 11941 31099 119329 20745 446527 204395 80532 5408 25995 375017 495 13280 81546 55663 174910 3726 3291 346013 47051 36834
leaf_count=801813 93038 265437 167234 3999 688961 121935 37952 2468 34330 17200 11941 31099 119329 20745 446527 204395 80532 5408 25995 375017 495 13280 81546 55663 174910 3726 3291 346013 47051 36834
internal_value=0 1964.21 13285 375.795 -904.516 -26617.1 16409.4 -3479.85 30743.3 42995.2 61789 81463.3 281.718 2698.2 7305.78 -4669.82 -8344.93 -22607 48544.6 -1783.65 21970.6 5711.28 5066.58 10954.4 7259.82 -29607.9 36226.2 11463 -2316.85 591.622
internal_weight=0 3.51635e+06 432671 3.08368e+06 2.85565e+06 125934 228028 95506 132522 98192 60240 43040 2.72972e+06 2.04076e+06 1.25558e+06 785176 665847 209803 46740 456044 81027 1.20884e+06 1.19556e+06 665149 580312 59389 84837 520923 530412 483361
internal_count=4318164 3516351 432671 3083680 2855652 125934 228028 95506 132522 98192 60240 43040 2729718 2040757 1255581 785176 665847 209803 46740 456044 81027 1208841 1195561 665149 580312 59389 84837 520923 530412 483361
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=3 5 3 5 4 5 4 6 3 0 1 0 5 1 0 0 3 5 0 5 0 3 5 0 0 4 0 0 1 1
split_gain=6.93598e+15 6.62901e+15 6.04396e+15 5.63174e+15 8.57746e+15 1.32704e+16 6.52992e+15 7.18387e+15 7.7723e+15 1.17623e+16 7.69396e+15 7.43928e+15 7.42888e+15 5.63299e+15 5.26769e+15 6.17715e+15 5.18913e+15 5.04031e+15 4.95723e+15 4.9245e+15 4.83617e+15 4.44881e+15 4.13353e+15 4.11837e+15 5.04087e+15 3.8255e+15 3.80517e+15 4.87442e+15 3.7498e+15 3.73068e+15
threshold=27.500000000000004 28.035000000000004 2.5000000000000004 120.05000000000001 2.5000000000000004 225.45000000000002 3.5000000000000004 1.5000000000000002 9.5000000000000018 59.904813200000007 48.712293450000011 59.932719750000011 76.00500000000001 39.003296000000006 55.769960200000007 55.110554300000004 5.5000000000000009 177.02500000000003 55.002082750000007 73.405000000000015 55.017766000000002 9.5000000000000018 79.730000000000018 55.010031850000011 54.970187400000007 2.5000000000000004 54.940316550000006 54.648549400000007 83.006817700000013 103.85249100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 19 6 5 -5 7 8 9 10 -4 -11 16 -6 15 17 -9 -15 -19 -3 23 -8 -12 24 26 -1 27 29 -20 -18
right_child=-2 2 3 4 13 -7 21 12 -10 11 22 -13 -14 14 -16 -17 20 18 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-20018.239839035134 42371.252323989815 -16072.335438678985 -8268.2750555251787 62334.385078624116 100779.24229747725 -358284.04521362577 -40355.72548938921 -3654.754744963298 -8383.5170087048627 256509.42916224492 33277.521538746638 68653.41635562852 21190.711698804065 -12858.230145733141 80631.295958631556 -167674.93409852494 -2413.3174961319487 66283.325585395854 204725.2067352295 -89015.538019868472 10674.086094316375 6977.8149661126736 142795.99170077659 -26247.842491673535 37287.510128222493 119253.55546400929 -28551.01129969511 32236.308658607846 733573.45000000007 62340.940450865615
leaf_weight=189415 38291 95032 95916 1668 13497 1363 63577 870325 1014041 2630 37599 10622 234069 14210 10306 2150 464269 2434 384 10254 914870 28875 3794 57000 37682 1993 44510 48111 206 9071
leaf_count=189415 38291 95032 95916 1668 13497 1363 63577 870325 1014041 2630 37599 10622 234069 14210 10306 2150 464269 2434 384 10254 914870 28875 3794 57000 37682 1993 44510 48111 206 9071
internal_value=0 -379.085 472.462 1097.56 35801.7 -126812 690.155 1321.71 -5235.66 15965.4 7282.19 105935 4171.33 47214.5 22864.1 -7849.38 2542.56 12089.4 129320 -23176.4 5966.01 -25572.3 43315.8 -553.82 1872.38 -18568.1 -485.578 1910.03 389374 -1172.38
internal_weight=0 4.27987e+06 4.08846e+06 3.98318e+06 46218 3031 3.93696e+06 3.84451e+06 1.1646e+06 150561 137309 13252 2.67991e+06 43187 29690 19384 2.44584e+06 17234 3024 105286 1.57551e+06 92452 41393 660643 603643 191408 565961 521451 590 473340
internal_count=4318164 4279873 4088465 3983179 46218 3031 3936961 3844509 1164602 150561 137309 13252 2679907 43187 29690 19384 2445838 17234 3024 105286 1575513 92452 41393 660643 603643 191408 565961 521451 590 473340
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=2 5 4 5 5 5 3 0 4 5 1 3 6 0 4 5 0 5 5 1 0 1 0 3 4 1 0 3 3 0
split_gain=5.97777e+15 6.3305e+15 6.07853e+15 1.29607e+16 1.02775e+16 9.17616e+15 6.72278e+15 4.93692e+15 4.5259e+15 6.4926e+15 4.31542e+15 4.11341e+15 4.08339e+15 4.17255e+15 4.05989e+15 3.97664e+15 3.62196e+15 3.53804e+15 3.47965e+15 3.44875e+15 3.2529e+15 3.17666e+15 3.04955e+15 2.77982e+15 2.76957e+15 3.07083e+15 2.89303e+15 2.48717e+15 2.44364e+15 2.44135e+15
threshold=1.5000000000000002 54.035000000000004 2.5000000000000004 225.45000000000002 161.85000000000002 78.010000000000005 9.5000000000000018 43.056445700000005 3.5000000000000004 225.45000000000002 37.971176850000006 18.500000000000004 1.5000000000000002 55.017766000000002 3.5000000000000004 94.040000000000006 59.904813200000007 120.05000000000001 225.45000000000002 34.359746700000009 45.073740550000004 60.648383500000008 59.982527000000012 9.5000000000000018 1.5000000000000002 30.346469350000003 55.141517900000004 28.500000000000004 6.5000000000000009 54.934662400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 27 3 5 11 6 16 -7 9 -6 -1 14 -8 29 17 -13 -3 -4 20 -19 -12 -17 28 -16 26 -26 -9 -2 -18 -14
right_child=1 2 4 -5 8 7 12 24 -10 -11 18 15 13 -15 23 21 22 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-27864.012268430597 -2255.5375848063591 24663.989401143997 -1616.5166420528728 -314096.20160437579 70784.63645697922 -68027.168609542161 -3881.2594056402554 52356.557694952542 138964.46972532989 -389187.40358743811 19295.424938950855 6551.887806450738 7983.3942867135411 25211.613019193675 -35013.095888251395 70136.778941063778 55138.640989257197 181675.56098107301 -267750.60753944929 30821.385999225822 -8175.6871212726228 -14968.568286060712 28852.272168878171 3436.5697553072578 140613.93969035399 61360.869314479409 -78892.804885439982 35119.446151612254 177337.08649640941 -26202.950197197777
leaf_weight=106573 2235834 131265 603357 1208 1220 3097 252682 4707 7487 410 48534 76345 84614 145150 62053 20401 2796 1759 505 10946 385277 5587 6047 26978 5672 35418 2611 17948 3946 27737
leaf_count=106573 2235834 131265 603357 1208 1220 3097 252682 4707 7487 410 48534 76345 84614 145150 62053 20401 2796 1759 505 10946 385277 5587 6047 26978 5672 35418 2611 17948 3946 27737
internal_value=0 1407.94 6387.21 13175.7 509.83 13735.9 10536.5 54375.6 106089 -44913.9 -9832.3 -682.316 5150.03 14012.3 -3401.47 18053.2 29613.4 -516.829 -5407.66 51707.1 -5102.27 51840.5 80413.6 -23362.2 62206.6 72300.8 5527.9 -1957.9 126660 -456.465
internal_weight=0 3.77728e+06 1.52349e+06 706950 816543 705742 654237 51505 9117 1630 540889 807426 510183 257501 705093 102333 144054 616062 434316 12705 433811 25988 12789 89031 48408 41090 7318 2.25378e+06 6742 112351
internal_count=4318164 3777275 1523493 706950 816543 705742 654237 51505 9117 1630 540889 807426 510183 257501 705093 102333 144054 616062 434316 12705 433811 25988 12789 89031 48408 41090 7318 2253782 6742 112351
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 0 1 5 1 1 1 1 1 0 0 0 1 0 0 5 0 1 1 5 1 0 0 5 1 5
split_gain=5.22851e+15 5.13619e+15 8.4777e+15 7.81361e+15 8.88523e+15 2.12014e+16 6.73537e+15 6.23666e+15 5.28718e+15 5.08001e+15 1.73303e+16 2.20857e+16 1.3457e+16 9.77763e+15 9.91202e+15 9.56766e+15 9.16811e+15 1.39555e+16 1.20854e+16 9.46549e+15 7.99254e+15 9.98457e+15 1.08257e+16 8.49874e+15 7.27981e+15 6.80485e+15 6.50715e+15 7.07375e+15 6.41797e+15 6.124e+15
threshold=3.5000000000000004 54.959412650000012 54.943968150000011 55.010031850000011 82.991167100000027 55.050600750000008 28.619594500000002 73.010000000000005 82.907204800000002 50.888703650000004 48.712293450000011 44.660994650000006 43.868031300000006 55.812836050000008 59.820733200000006 60.042666650000008 65.480823400000006 56.663136550000011 56.863241500000008 88.015000000000015 55.674875350000008 37.869926150000005 37.362912300000012 85.020000000000024 36.761894450000007 59.609407350000005 56.802385350000009 79.730000000000018 37.582182450000005 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 7 -7 -5 -3 10 11 12 13 20 24 -16 17 19 26 -11 28 22 -22 -24 25 -15 -19 -28 -8 -14
right_child=1 3 -4 4 -6 6 9 -9 -10 16 -12 -13 29 14 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-14215.40551287541 -1496.4812654798411 7548.2842678530251 -27810.794503324854 37086.56621899944 -12050.621394729895 -109671.22671713459 20110.91256074647 99812.109910243351 51403.058554985299 -31181.023299640612 40276.825462819441 -50189.329795495862 43951.291316532879 -96607.305700710567 15400.084372634785 -27312.670740219546 12612.098547664134 -3252.9887150588784 -20854.757174238086 -145218.03407419979 -23939.913158832707 -2676.3684398719097 49739.614330627075 176451.71427862882 -9519.6878029895943 -20280.998053217616 29588.630076144898 118010.29983692006 -12140.189133928377 149774.67837887656
leaf_weight=244111 1281782 54812 135361 83801 368154 5335 116545 19549 55153 150335 134281 74847 40924 19570 308795 63172 202476 54480 125340 7649 19965 65774 117907 5542 323247 28975 62257 10586 131127 6312
leaf_count=244111 1281782 54812 135361 83801 368154 5335 116545 19549 55153 150335 134281 74847 40924 19570 308795 63172 202476 54480 125340 7649 19965 65774 117907 5542 323247 28975 62257 10586 131127 6312
internal_value=0 851.765 -4009.94 3444.9 2318.08 4745.99 2544.71 48951.3 29543.7 2833.91 6047.44 2572.46 5737.14 3677.34 -3395.43 8146.08 -4802.51 -13389.1 1188.14 -36702.3 15191.7 29583.7 44379.1 55428.1 -14942.4 -51050.5 22887.7 42438.6 3035.95 58092.1
internal_weight=0 4.07405e+06 1.41714e+06 2.65691e+06 2.54694e+06 2.17879e+06 2.07544e+06 103350 109965 2.07011e+06 1.45698e+06 1.3227e+06 1.24786e+06 1.20062e+06 743759 371967 613123 410647 252663 157984 456860 209188 143414 123449 371792 48545 127323 72843 247672 47236
internal_count=4318164 4074053 1417143 2656910 2546945 2178791 2075441 103350 109965 2070106 1456983 1322702 1247855 1200619 743759 371967 613123 410647 252663 157984 456860 209188 143414 123449 371792 48545 127323 72843 247672 47236
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 0 0 1 0 0 1 0 5 5 1 1 1 5 1 0 1 1 1 0 0 1 1 0 3 5
split_gain=5.31881e+15 4.83375e+15 4.37281e+15 4.69776e+15 4.58634e+15 4.46633e+15 8.28244e+15 1.22027e+16 1.30745e+16 7.7996e+15 8.541e+15 1.71831e+16 7.42559e+15 6.71238e+15 6.67928e+15 6.676e+15 5.10073e+15 4.9776e+15 4.97623e+15 9.87981e+15 5.60299e+15 1.31141e+16 1.08879e+16 8.50052e+15 1.68106e+16 1.23355e+16 1.88947e+16 7.94743e+15 6.51744e+15 6.04551e+15
threshold=24.010000000000002 1.5000000000000002 2.5000000000000004 113.46563545000002 37.971176850000006 54.970187400000007 45.070824200000011 40.810045900000013 43.592450450000008 55.010031850000011 82.991167100000027 55.046835900000012 100.05000000000001 61.020000000000003 30.102666750000001 82.897133550000021 82.907204800000002 74.610000000000014 37.832345550000007 60.042666650000008 65.520339550000017 60.695889550000011 60.55755580000001 56.367862600000002 56.281985950000006 48.712293450000011 50.158868250000005 55.762622900000004 10.500000000000002 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 6 7 8 13 16 11 15 -9 -4 -13 -11 -7 -17 19 -16 21 22 23 24 25 27 -27 -20 -29 -23
right_child=2 -3 3 -5 -6 9 -8 12 -10 10 -12 14 -14 -15 18 17 -18 -19 20 -21 -22 29 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-26461.065780793608 -75841.614827203695 73308.504310046861 52999.173140809013 43479.720866354844 -11769.269936532861 8205.0623215906762 -8676.752917711985 -15182.694956280944 11116.913538953027 -16162.506759524815 -12065.827899263437 -51940.465229925161 -119894.55688736256 165119.58530146634 11992.317252407513 46419.976309804428 54485.051343585263 110498.74174606391 5497.4711229727945 -31452.258745340772 14672.221366613085 -26266.751206280951 33021.633562244744 -17035.424672838399 60955.550475033844 41014.991248134094 -31966.912145438582 -14470.646310298451 -57568.85355823626 -116583.72130597185
leaf_weight=103981 12630 5094 19265 25980 96767 47589 1001842 93694 313338 13853 359305 22101 7300 7387 801249 59889 47670 15199 114579 56004 195898 143809 94384 275388 48266 121789 50053 102768 53279 7814
leaf_count=103981 12630 5094 19265 25980 96767 47589 1001842 93694 313338 13853 359305 22101 7300 7387 801249 59889 47670 15199 114579 56004 195898 143809 94384 275388 48266 121789 50053 102768 53279 7814
internal_value=0 -21801.6 564.971 1091.49 -19166.5 821.16 -3650.04 7769.81 16836.1 3273.25 2217.9 4576.11 -22751.4 84075 2741.94 47622.8 31364.7 59390.5 3327.1 9154.1 -807.912 -3804.1 974.011 -2974.16 4916.68 -1196.25 19757.3 -14501.3 -29185.6 -30921.3
internal_weight=0 109075 4.20909e+06 4.09969e+06 109397 4.07371e+06 1.44283e+06 440984 339990 2.63089e+06 2.53563e+06 2.17632e+06 100994 26652 2.08738e+06 88941 95259 75088 2.06528e+06 857253 1.20803e+06 1.01213e+06 860506 766122 490734 442468 171842 270626 156047 151623
internal_count=4318164 109075 4209089 4099692 109397 4073712 1442826 440984 339990 2630886 2535627 2176322 100994 26652 2087381 88941 95259 75088 2065280 857253 1208027 1012129 860506 766122 490734 442468 171842 270626 156047 151623
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=5 0 1 5 5 0 0 1 0 0 0 1 0 1 0 1 1 1 1 1 0 5 1 1 1 1 0 1 0 5
split_gain=4.48222e+15 3.91487e+15 1.62404e+16 7.89237e+15 6.60615e+15 4.77002e+15 7.7999e+15 8.32576e+15 6.98419e+15 9.64398e+15 8.27876e+15 8.04118e+15 5.86824e+15 8.23144e+15 9.90845e+15 5.46953e+15 4.9819e+15 4.92453e+15 4.77899e+15 1.41909e+16 5.64417e+15 7.41163e+15 4.83334e+15 1.22132e+16 1.37715e+16 1.14243e+16 7.65773e+15 9.31649e+15 8.95997e+15 7.40019e+15
threshold=30.025000000000002 44.580511600000001 40.810045900000013 72.010000000000005 95.020000000000024 45.005863250000004 45.053747000000008 39.071052600000009 54.648549400000007 54.920670650000005 54.947737500000009 82.981501350000016 53.355366400000001 38.92948375000001 50.973130900000008 55.912026600000011 30.102666750000001 37.314272700000011 82.991167100000027 82.902675200000019 55.010031850000011 225.45000000000002 50.888703650000004 49.073956850000009 44.083877800000003 43.94115175000001 56.782419000000012 82.784560750000011 58.049540950000008 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 17 7 -7 12 15 11 -11 13 14 -8 -10 -12 -3 19 22 21 -20 23 24 25 -18 27 29 -28 -24
right_child=1 5 4 -5 -6 6 8 -9 9 10 16 -13 -14 -15 -16 -17 18 -19 20 -21 -22 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-11621.724432216188 39876.765164878656 67160.190119851599 -2779.4320391021756 135522.37913292815 -97199.039635439287 44784.6762548431 -15903.628252487983 -14368.354358982202 7090.0661642989353 -23040.612607060742 -43375.5806174873 68121.667191518922 -30131.330476783689 -776.82096334296909 -102000.83908694521 52264.373735841742 4034.6536691647621 -25558.828083583023 35585.123545560142 30293.707235609847 -10104.133731365277 620150.56472602743 -24674.342295822495 35952.995172107716 -34237.656337196015 66700.532882057829 10404.842024704007 14339.766995427555 -46133.841184473829 -116349.14283182037
leaf_weight=308174 48673 6068 66018 10486 8347 78412 56700 34160 49308 190017 23252 10195 107472 566345 17490 58720 1156820 102331 22553 200472 365869 219 185528 120865 93567 29842 293587 66442 30988 9244
leaf_count=308174 48673 6068 66018 10486 8347 78412 56700 34160 49308 190017 23252 10195 107472 566345 17490 58720 1156820 102331 22553 200472 365869 219 185528 120865 93567 29842 293587 66442 30988 9244
internal_value=0 893.148 17728.6 56830.1 -13377.4 313.254 908.224 26834.7 109.812 2326.88 1195.52 -18398.5 -8507.88 -4879.79 -36200.7 31645.1 2704.79 -20368.6 3120.73 4936.29 -7097.62 41206.9 2377.78 5566.93 2698.21 5610.57 -5250.05 -17995 5006.95 -29025.3
internal_weight=0 4.00999e+06 133524 59159 74365 3.87647e+06 3.76807e+06 112572 3.6555e+06 2.90749e+06 2.79946e+06 200212 748007 640535 74190 108028 2.59925e+06 108399 2.576e+06 2.18736e+06 388641 22772 1.98688e+06 1.40109e+06 1.28023e+06 1.18666e+06 585789 261214 324575 194772
internal_count=4318164 4009990 133524 59159 74365 3876466 3768067 112572 3655495 2907488 2799460 200212 748007 640535 74190 108028 2599248 108399 2575996 2187355 388641 22772 1986883 1401094 1280229 1186662 585789 261214 324575 194772
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=3 5 4 1 1 6 3 3 1 1 1 5 0 0 0 1 1 1 1 0 1 5 0 1 1 1 0 1 1 1
split_gain=4.02813e+15 4.15215e+15 4.74978e+15 3.65219e+15 4.7549e+15 3.93951e+15 5.88887e+15 5.6563e+15 5.3785e+15 4.92022e+15 4.0261e+15 4.23126e+15 3.98673e+15 7.95169e+15 7.36894e+15 1.0495e+16 6.04584e+15 6.90807e+15 7.84725e+15 1.0573e+16 5.96434e+15 5.24518e+15 4.71776e+15 6.70477e+15 8.64127e+15 7.45735e+15 5.92588e+15 5.84197e+15 5.49511e+15 8.88243e+15
threshold=27.500000000000004 23.035000000000004 1.5000000000000002 91.910414550000013 84.920232800000022 1.5000000000000002 21.500000000000004 8.5000000000000018 30.346469350000003 20.507360500000004 65.480823400000006 77.715000000000018 56.338501050000012 56.663136550000011 55.518428350000008 37.098288800000006 50.227799100000006 49.073956850000009 37.66934650000001 56.281985950000006 30.102666750000001 79.010000000000005 44.678200800000006 82.784560750000011 56.135466100000009 55.957851400000003 55.017766000000002 40.247294600000011 39.863684800000009 39.614024000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 9 8 -3 -7 -10 -12 14 -14 22 -16 17 18 -17 -20 -15 -21 27 24 25 28 -25 -11 29 -24
right_child=-2 3 -4 -5 -6 6 -8 -9 10 12 11 -13 13 20 15 16 -18 -19 19 21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-26569.728681714056 32290.075302073659 74868.405753438055 77413.624128981086 16928.488328508764 -29568.281652109607 83016.647614804446 21581.646684050735 -6846.3730677870353 1552.505528802586 38038.312580883379 43355.909369431225 237495.82177979063 -44048.118746416192 -61475.799902983046 -56102.925452326919 33861.918252013769 -21287.52960053362 47884.273746744417 -2522.9514953732851 41535.314775020815 -1072.4537600049957 158604.47598287649 -6342.7304657899713 -1417.2904937211724 -32222.929018435319 56445.820687764535 22686.233244323546 -4849.3453280627255 -20418.306407038821 25029.311656640584
leaf_weight=87158 38291 14259 4626 126158 54937 7298 146966 1092958 77684 66829 6740 1347 50869 16834 21265 133568 41142 69289 254147 30369 565176 4379 480969 267350 121051 20199 164916 60527 179767 111096
leaf_count=87158 38291 14259 4626 126158 54937 7298 146966 1092958 77684 66829 6740 1347 50869 16834 21265 133568 41142 69289 254147 30369 565176 4379 480969 267350 121051 20199 164916 60527 179767 111096
internal_value=0 -288.892 -21328.9 172.21 -348.217 52.3979 2093.98 -4763.27 17997.4 1020.12 8542.87 75692.6 795.135 -6133.39 2958.54 12788 15537.1 18618 13818 4550.84 -2819.55 56288.6 -740.169 -2481.59 -7338.89 -3535.71 7778.57 17655.6 -5105.43 -456.032
internal_weight=0 4.27987e+06 91784 4.18809e+06 4.06193e+06 4.00699e+06 2.81401e+06 1.19299e+06 100030 2.66704e+06 85771 8087 2.65974e+06 632879 2.02686e+06 554159 532894 491752 422463 288895 582010 34748 1.4727e+06 1.34535e+06 913082 792031 432266 127356 771832 592065
internal_count=4318164 4279873 91784 4188089 4061931 4006994 2814006 1192988 100030 2667040 85771 8087 2659742 632879 2026863 554159 532894 491752 422463 288895 582010 34748 1472704 1345348 913082 792031 432266 127356 771832 592065
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=5 4 5 5 5 0 3 0 0 5 4 1 0 1 0 1 0 0 1 5 1 0 0 1 4 5 6 0 4 3
split_gain=3.69069e+15 4.09773e+15 1.36429e+16 7.54019e+15 7.31897e+15 3.90072e+15 3.99597e+15 3.66011e+15 3.553e+15 4.93e+15 4.17082e+15 3.7071e+15 3.0426e+15 8.44898e+15 3.65664e+15 6.59579e+15 6.72491e+15 3.29691e+15 3.47201e+15 3.1317e+15 3.05012e+15 3.69365e+15 3.59319e+15 2.92053e+15 2.90728e+15 7.61214e+15 2.85458e+15 2.72883e+15 4.02512e+15 4.50906e+15
threshold=44.005000000000003 2.5000000000000004 225.45000000000002 77.00500000000001 150.04500000000004 57.178027650000011 26.500000000000004 43.514103700000014 59.820733200000006 91.050000000000011 3.5000000000000004 30.278357500000002 54.978840000000005 36.546174950000008 45.070824200000011 40.247294600000011 43.642715500000008 45.005863250000004 38.984911950000004 88.015000000000015 39.143775600000005 54.194619400000008 50.973130900000008 37.314272700000011 3.5000000000000004 225.45000000000002 1.5000000000000002 59.834458500000004 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 5 6 12 -5 11 -10 -11 -7 14 -14 15 16 -3 23 -19 -17 21 22 -16 -18 25 -6 -12 -2 29 -29
right_child=1 4 -4 7 24 8 -8 -9 9 10 26 -13 13 -15 20 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3386.0019655197175 3238.1922431998405 112859.62781487513 -296163.08367187501 -46316.12559729637 57915.925093502789 -146303.49169758518 68252.36195081925 47455.444707053321 -20543.642111338966 63774.904617457818 104278.4254451419 -33758.863511889169 -168423.6595801712 4649.1923687903 -36772.813019506975 -9137.4605524455583 109954.60118200241 60028.971302599006 1072.99819908112 -77484.366087000919 -9967.0093233502012 10696.152230221316 -111919.16705793848 -30853.813615360588 94621.296403552857 -356434.72086125234 -60161.927591181739 130117.17402059829 10481.843129017325 29327.560169174489
leaf_weight=1844246 1314108 7688 1495 4494 2457 3131 8257 56425 69466 14904 1295 44863 2838 460913 27223 20946 1601 19687 20278 9860 192874 11580 8304 18425 10651 541 5712 6123 111643 16136
leaf_count=1844246 1314108 7688 1495 4494 2457 3131 8257 56425 69466 14904 1295 44863 2838 460913 27223 20946 1601 19687 20278 9860 192874 11580 8304 18425 10651 541 5712 6123 111643 16136
internal_value=0 2524.18 5774.71 6073.86 -2571.52 -3616.3 -958.861 40537.9 -19069.9 -7498.47 33859.6 -41101 -1671.23 3590.04 -8880 7345.08 24804.9 13520.4 30115.1 -31013.1 -15538.6 -38350.6 -54337.4 -19596.7 70135.5 -16855.2 -29770.9 4623.93 18223.5 57052.7
internal_weight=0 2.47392e+06 1.51042e+06 1.50893e+06 963494 949845 810474 60919 139371 91377 21911 47994 802217 463751 338466 98485 67679 59991 39965 30806 239981 47107 35527 20026 13649 2998 7007 1.44801e+06 133902 22259
internal_count=4318164 2473918 1510424 1508929 963494 949845 810474 60919 139371 91377 21911 47994 802217 463751 338466 98485 67679 59991 39965 30806 239981 47107 35527 20026 13649 2998 7007 1448010 133902 22259
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 5 3 6 0 0 0 1 0 0 1 1 0 5 0 1 0 1 0 0 1 0 0 5 4 1
split_gain=3.44889e+15 3.58867e+15 4.80684e+15 9.10914e+15 4.80566e+15 4.40199e+15 4.38826e+15 4.63179e+15 5.02834e+15 1.28898e+16 7.79259e+15 1.12006e+16 5.71968e+15 8.81389e+15 5.02305e+15 4.32768e+15 4.8943e+15 4.20782e+15 4.1303e+15 6.01199e+15 4.56535e+15 4.11932e+15 6.87593e+15 4.88583e+15 4.03513e+15 5.00051e+15 1.17743e+16 3.88654e+15 4.30371e+15 3.85648e+15
threshold=113.46563545000002 60.042666650000008 59.834458500000004 57.641335050000002 30.502469200000004 72.705000000000013 26.500000000000004 1.5000000000000002 54.648549400000007 47.297889100000013 54.736324100000012 36.585378200000001 47.208883950000008 45.073740550000004 28.619594500000002 40.810045900000013 43.592450450000008 88.015000000000015 45.005863250000004 38.996948700000011 44.678200800000006 37.889331900000009 56.054485600000007 55.110554300000004 91.398302750000013 53.145783300000012 53.340367100000002 18.050000000000004 1.5000000000000002 36.761894450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -5 7 -1 9 12 -10 14 13 15 -12 16 -9 -15 20 -20 -18 22 23 -13 25 29 -27 28 -25 -11
right_child=-2 -3 4 5 -6 -7 -8 8 10 24 11 21 -14 17 -16 -17 18 -19 19 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-5741.4680959585494 34662.836972913108 -19065.984774941488 15816.181437483963 -18255.808394280943 -36277.463958430599 -71329.569611472631 31808.865091028769 55831.633108848313 64133.345798857386 -4168.7943269918269 35069.791368721875 -63158.991016403823 26498.523292120939 -17856.61903227917 -105422.30190404163 -11926.551108370833 19732.686148697114 -113219.69896690357 39679.638246461494 2563.0062018630383 -20384.819405613747 2966.3386673546311 -43426.998640111757 -54179.974699911312 9390.9526792793386 28484.339352691048 -30576.885063171063 23008.342450118616 335800.2012748823 -46847.003184102214
leaf_weight=1041499 28515 98822 277433 142660 18916 17550 43632 25027 22329 26510 3161 7064 100884 134350 13056 85722 46722 4792 80279 95617 72204 1307920 18677 9162 41654 49520 106023 293006 292 105166
leaf_count=1041499 28515 98822 277433 142660 18916 17550 43632 25027 22329 26510 3161 7064 100884 134350 13056 85722 46722 4792 80279 95617 72204 1307920 18677 9162 41654 49520 106023 293006 292 105166
internal_value=0 -230.418 213.735 -720.502 12491 -24069.7 281.241 -91.4897 2129.78 -3581.59 5453.16 4660.18 4627.06 576.338 -78037.7 8027.01 13374.7 -21140.9 9770.62 19503.1 -4624.01 5479.87 15496.6 19052.1 -19695.6 -23913.9 -11773.6 20972.2 -42134.9 -38254.7
internal_weight=0 4.28965e+06 4.19083e+06 3.89448e+06 296349 160210 3.73427e+06 3.69064e+06 2.64914e+06 974470 1.67467e+06 1.65234e+06 645597 544713 16217 405571 319849 139142 294822 175896 118926 1.63612e+06 328201 309524 328873 287219 155543 302460 9454 131676
internal_count=4318164 4289649 4190827 3894478 296349 160210 3734268 3690636 2649137 974470 1674667 1652338 645597 544713 16217 405571 319849 139142 294822 175896 118926 1636121 328201 309524 328873 287219 155543 302460 9454 131676
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=2 5 4 5 3 5 1 1 1 3 5 4 5 5 4 5 1 0 0 0 0 0 0 0 1 1 5 5 1 5
split_gain=3.13268e+15 3.67497e+15 5.18931e+15 8.26077e+15 6.72328e+15 6.62374e+15 3.99033e+15 3.45952e+15 3.39097e+15 3.24947e+15 3.13847e+15 2.94707e+15 4.08724e+15 2.86871e+15 2.64242e+15 3.52043e+15 4.04827e+15 4.62824e+15 4.69582e+15 3.88492e+15 3.1035e+15 3.22566e+15 4.14172e+15 4.30047e+15 2.73123e+15 3.07442e+15 2.69146e+15 2.58906e+15 2.59571e+15 2.88664e+15
threshold=1.5000000000000002 56.505000000000003 2.5000000000000004 225.45000000000002 9.5000000000000018 161.85000000000002 30.434657650000002 37.971176850000006 65.520339550000017 3.5000000000000004 98.020000000000024 3.5000000000000004 225.45000000000002 99.555000000000021 4.5000000000000009 98.020000000000024 38.984911950000004 55.769960200000007 56.852744000000008 55.160271200000004 56.819808050000006 56.367862600000002 56.301440000000007 55.826364100000013 37.098288800000006 37.692869000000009 128.92000000000004 87.00500000000001 82.871296800000025 75.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 6 9 -3 -1 13 -4 -9 12 -7 -8 15 24 26 19 20 -18 21 22 23 -19 -11 -26 -17 28 -27 -30
right_child=1 2 5 -5 -6 11 8 10 -10 14 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-23262.586266891009 -1362.1899746981505 75000.211036112014 -36241.141604892742 -249074.00761245831 7118.3306270256016 54513.388863585424 19851.744452185623 -2051.8107088894553 63626.127888000025 -19665.022887460949 -68592.276591464179 111094.54948364031 -310439.91384336894 -112606.41116990242 -60214.931466041613 34149.770456611812 -6200.3483776282956 146425.81265919129 -15047.630113607082 -110710.46478476909 180529.87757977739 -37466.636761206719 245157.66212650525 -21080.639497000506 21018.821767753121 -4014.6726729687443 112931.69952849951 -17714.872721950058 3865.5662896885028 38272.798169340858
leaf_weight=106573 2386292 19212 25550 1208 466186 1220 87995 427108 19272 77722 7208 7487 410 1666 7215 29661 38782 2784 8839 3916 2466 2734 1391 3410 63731 300348 5079 89576 89627 33496
leaf_count=106573 2386292 19212 25550 1208 466186 1220 87995 427108 19272 77722 7208 7487 410 1666 7215 29661 38782 2784 8839 3916 2466 2734 1391 3410 63731 300348 5079 89576 89627 33496
internal_value=0 1019.23 5104.67 12163.7 12694.7 -180.326 32981.1 -7117.77 25570.3 -1162.91 -3156.13 84566.3 -37284.7 17390.5 15.1573 591.832 18160.5 3304.03 40997.3 -15785.4 79744.4 55659 89225.9 54208 -2067.28 304.049 45667.7 -2269.15 998.051 13226.2
internal_weight=0 3.77728e+06 1.39098e+06 595539 594331 795444 128145 540889 108933 786327 434316 9117 1630 89661 760777 753562 99062 64322 21624 42698 12785 10319 7585 6194 654500 576778 34740 513047 423471 123123
internal_count=4318164 3777275 1390983 595539 594331 795444 128145 540889 108933 786327 434316 9117 1630 89661 760777 753562 99062 64322 21624 42698 12785 10319 7585 6194 654500 576778 34740 513047 423471 123123
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=3 5 0 1 1 1 1 1 3 1 0 0 5 0 0 5 4 5 4 3 0 0 0 5 5 5 1 1 0 0
split_gain=3.10392e+15 2.83468e+15 2.80147e+15 2.79255e+15 2.63252e+15 6.04876e+15 3.1257e+15 9.2134e+15 5.06359e+15 5.70901e+15 5.70442e+15 6.48532e+15 4.43486e+15 4.24245e+15 5.22441e+15 3.19016e+15 1.21775e+16 3.56901e+15 6.4461e+15 4.01375e+15 3.11117e+15 7.64584e+15 2.85205e+15 2.76606e+15 2.74075e+15 2.63193e+15 4.25804e+15 2.94389e+15 2.97769e+15 2.88283e+15
threshold=33.500000000000007 29.610000000000003 55.695992150000002 37.362912300000012 91.398302750000013 86.192907650000009 82.95335685000002 82.902675200000019 9.5000000000000018 83.015546400000019 54.811549550000009 55.061033200000004 74.010000000000005 55.07108800000001 54.978840000000005 225.45000000000002 3.5000000000000004 132.05000000000004 3.5000000000000004 16.500000000000004 61.785186750000001 56.093493200000005 48.713222300000005 225.45000000000002 60.905000000000008 79.730000000000018 30.346469350000003 30.315880100000005 54.736324100000012 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 15 10 -10 -8 12 -12 14 -9 17 -17 18 25 -20 21 22 -6 -14 -16 -3 27 28 -27 -30
right_child=2 4 -4 -5 20 -7 8 13 9 -11 11 -13 23 -15 24 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-36792.071262980353 296915.96722724382 192.65051791224894 52128.415562451541 -6204.5623844561769 175649.67939008857 -63918.063549727798 -17972.241859231355 -10812.09560224185 -13778.58953326023 19989.942514061477 38505.492965562844 -9987.916002174059 121056.2436492374 -12432.857794508504 32964.914839977384 -268317.01519489812 141427.09066329343 41338.92225009972 -35285.252566522155 37449.63943150999 88847.785528775014 -49790.112432485796 19101.915899456621 452978.84137394273 70247.30066258178 104155.68985535162 6151.0764558203364 105500.69383852967 -117933.14548855634 24090.408864601675
leaf_weight=34924 516 2777861 4977 205352 1176 14725 42918 18557 478994 55909 50493 30962 4472 20876 49081 1791 1219 21380 71895 8482 5363 17795 111824 266 32959 4335 224092 6595 1562 16813
leaf_count=34924 516 2777861 4977 205352 1176 14725 42918 18557 478994 55909 50493 30962 4472 20876 49081 1791 1219 21380 71895 8482 5363 17795 111824 266 32959 4335 224092 6595 1562 16813
internal_value=0 -95.6836 75123.2 -10650.4 527.059 54.1892 294.4 1569.06 -5958.77 -10249 11815.7 26648 47185.7 28591.1 37104.4 522.368 -102377 621.228 341.457 -27609.7 14197.4 11136.5 20731.1 139691 47942.9 1082.61 10838.8 46685.3 29605.3 12017.4
internal_weight=0 4.31267e+06 5493 240276 4.0724e+06 3.93624e+06 3.92151e+06 3.2575e+06 664014 534903 129111 86193 55231 121473 100597 3.13602e+06 3010 3.13302e+06 3.11164e+06 80377 136158 130795 113000 4738 82040 3.03126e+06 253397 29305 22710 18375
internal_count=4318164 4312671 5493 240276 4072395 3936237 3921512 3257498 664014 534903 129111 86193 55231 121473 100597 3136025 3010 3133015 3111635 80377 136158 130795 113000 4738 82040 3031258 253397 29305 22710 18375
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=3 5 1 3 0 0 1 1 1 1 0 0 5 1 0 0 0 1 1 0 5 0 1 3 0 3 5 3 0 0
split_gain=2.76906e+15 3.54808e+15 2.61458e+15 3.41839e+15 2.80892e+15 1.28922e+16 5.56468e+15 1.29313e+16 7.95348e+15 1.20111e+16 7.30947e+15 6.92621e+15 5.0019e+15 4.03099e+15 6.30053e+15 7.64957e+15 7.00086e+15 7.68489e+15 5.77564e+15 5.96252e+15 7.362e+15 5.40006e+15 5.04151e+15 5.01448e+15 4.29068e+15 4.07028e+15 4.12673e+15 3.67501e+15 4.29933e+15 5.26464e+15
threshold=3.5000000000000004 64.405000000000015 103.85249100000001 5.5000000000000009 55.674875350000008 55.826364100000013 37.39371280000001 37.597123000000003 37.620907050000007 37.712318250000003 55.777112100000004 55.734663800000007 49.505000000000003 60.528664650000003 59.820733200000006 56.367862600000002 56.281985950000006 37.620907050000007 39.739656000000004 59.609407350000005 81.910000000000011 60.017447350000005 60.648383500000008 5.5000000000000009 63.563300600000012 28.500000000000004 79.010000000000005 26.500000000000004 55.734663800000007 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -6 10 12 -10 11 -8 -9 14 15 16 -7 -18 19 20 -17 -16 -15 -21 -24 26 -19 28 -14 -30
right_child=2 -3 3 -5 5 13 7 8 9 -11 -12 -13 27 22 21 18 17 25 -20 23 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4944.1659551264374 -1915.2439631205816 -37256.38670613712 3055.9384941358239 56288.933791270203 -23802.995521994435 -6790.6348232881983 56734.63439051374 -3648.915164941367 86138.190163708612 12738.274851457842 23541.529082383364 154566.74122988389 63137.148381296793 28163.343386964367 13996.844669103908 -65548.06738849236 -48251.520011065018 35565.482874843503 -14679.493934854889 41775.189188238292 -280122.11000171996 -11028.395271221745 2351.3572195187257 -45328.252916605314 -111932.38730394607 794275.86541095888 123116.31646415062 87166.131989268877 -248478.67742048978 15128.280943946957
leaf_weight=203308 2333217 40803 32174 19299 26146 293493 15085 7203 24609 237003 18747 13909 768 94413 264422 35229 10014 41245 209344 10197 1675 127951 224279 18785 3334 73 6192 706 3580 961
leaf_count=203308 2333217 40803 32174 19299 26146 293493 15085 7203 24609 237003 18747 13909 768 94413 264422 35229 10014 41245 209344 10197 1675 127951 224279 18785 3334 73 6192 706 3580 961
internal_value=0 -10345.1 619.865 23014.8 333.298 3438.81 20567.4 24163.9 15818.9 19642.8 72203 103667 -59863.1 -1016.53 -4099.63 -10324.9 -538.372 31361.3 -22806.3 -48628 -75287.2 5836.23 8735.83 -14681.9 677.367 48141.8 46993.6 -127180 -155684 -192692
internal_weight=0 244111 4.07405e+06 51473 4.02258e+06 1.68936e+06 348717 322571 274830 261612 47741 28994 13218 1.34065e+06 1.01862e+06 626247 351017 57524 275230 65886 36904 392373 322026 28982 227613 47510 47437 6015 5309 4541
internal_count=4318164 244111 4074053 51473 4022580 1689363 348717 322571 274830 261612 47741 28994 13218 1340646 1018620 626247 351017 57524 275230 65886 36904 392373 322026 28982 227613 47510 47437 6015 5309 4541
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=5 4 0 1 5 5 0 0 1 0 0 0 1 1 1 0 1 1 0 1 5 1 0 0 0 1 0 0 0 1
split_gain=2.73135e+15 5.81178e+15 2.60943e+15 8.37805e+15 6.48536e+15 4.41244e+15 3.68303e+15 5.42452e+15 5.41769e+15 4.58525e+15 5.90017e+15 4.68339e+15 4.57632e+15 4.35544e+15 4.57489e+15 3.66077e+15 3.62547e+15 3.62403e+15 1.10107e+16 4.95668e+15 3.72038e+15 3.60833e+15 4.66698e+15 3.90563e+15 3.84162e+15 3.63208e+15 6.31256e+15 7.95446e+15 5.11533e+15 5.27845e+15
threshold=19.650000000000002 1.5000000000000002 44.580511600000001 40.810045900000013 83.010000000000005 100.05000000000001 45.005863250000004 45.053747000000008 39.071052600000009 54.648549400000007 54.920670650000005 54.947737500000009 82.981501350000016 55.912026600000011 56.022377500000012 55.010031850000011 37.314272700000011 82.981501350000016 55.046835900000012 82.897133550000021 63.455000000000005 38.92948375000001 53.355366400000001 50.973130900000008 53.973051950000006 38.969379750000009 47.155083450000006 47.272352350000006 53.145783300000012 93.043229050000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 16 8 -8 21 13 12 -12 -11 -15 -13 -4 18 19 -17 -21 23 25 -9 -25 -23 -27 -28 29 -29
right_child=2 -3 6 5 -6 -7 7 9 -10 10 11 15 -14 14 -16 17 -18 -19 -20 20 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-36851.484679543006 29085.242683981465 89893.139913953069 55655.376209695685 -2023.1082598860939 135386.55499196606 -89376.730729374482 35298.343256581858 -12403.286301519456 -11182.232094583418 1998.306417127905 -17648.248628343328 17918.222189992652 44562.531918106986 75900.029515143135 20386.838041014576 -14242.802433327401 -22096.337850882664 -8152.0166525151762 966.69385038526218 33694.974222749988 83913.612544777483 31587.855594794324 -23948.74720069706 -84214.77911714626 -1010.2057881390792 -17936.915845762218 28981.71992809264 -21252.270259604571 17491.775966316007 15897.150831890873
leaf_weight=38978 61976 3988 6346 71029 6325 6295 83318 60434 35874 51263 196174 131498 12583 23754 39583 15161 109094 384372 2165843 48993 21108 31714 107618 18092 8004 192943 97068 158901 79463 50372
leaf_count=38978 61976 3988 6346 71029 6325 6295 83318 60434 35874 51263 196174 131498 12583 23754 39583 15161 109094 384372 2165843 48993 21108 31714 107618 18092 8004 192943 97068 158901 79463 50372
internal_value=0 -25087.4 252.129 13408.3 38929.3 -9134.63 -211.808 294.637 21308.8 -348.433 1402.3 544.822 -13898.4 23667.9 41206.6 1634.51 -17822.1 822.026 2354.33 37603.3 48816.2 -7072.64 -4747.99 -26364 -58694.8 -1363.09 -3168.73 4216.94 -4108.55 -12310.4
internal_weight=0 42966 4.2752e+06 145625 68301 77324 4.12957e+06 4.01413e+06 119192 3.89494e+06 3.09033e+06 2.97573e+06 208757 114600 63337 2.76698e+06 115440 2.63548e+06 2.2511e+06 85262 70101 804609 718079 86530 26096 610461 578747 385804 288736 209273
internal_count=4318164 42966 4275198 145625 68301 77324 4129573 4014133 119192 3894941 3090332 2975732 208757 114600 63337 2766975 115440 2635477 2251105 85262 70101 804609 718079 86530 26096 610461 578747 385804 288736 209273
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=3 1 5 5 4 6 3 3 0 2 1 0 1 5 4 5 5 5 1 1 0 1 3 1 1 5 5 5 3 1
split_gain=2.28982e+15 3.2463e+15 2.45406e+15 2.2658e+15 3.31341e+15 2.51267e+15 4.59856e+15 4.43823e+15 9.80434e+15 3.42058e+15 3.10516e+15 4.39566e+15 6.77314e+15 3.06027e+15 3.03889e+15 8.06956e+15 7.78519e+15 2.96641e+15 2.83837e+15 2.78927e+15 2.67658e+15 2.66943e+15 3.63642e+15 3.77657e+15 3.09555e+15 2.99975e+15 2.60688e+15 2.87738e+15 2.41219e+15 2.40225e+15
threshold=2.5000000000000004 37.767735350000002 68.52500000000002 23.035000000000004 1.5000000000000002 1.5000000000000002 21.500000000000004 15.500000000000002 59.853570100000006 16.500000000000004 38.984911950000004 55.812836050000008 38.233559750000005 95.020000000000024 3.5000000000000004 177.02500000000003 225.45000000000002 79.010000000000005 39.666208800000007 30.346469350000003 57.641335050000002 37.944765900000007 9.5000000000000018 39.767857750000005 65.480823400000006 78.010000000000005 87.00500000000001 87.395000000000024 11.500000000000002 39.666208800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 7 14 8 21 -9 11 -8 -13 28 16 20 17 -7 -12 -19 -16 -5 24 -24 -23 -26 -21 -28 -10 -29
right_child=3 2 -4 5 -6 6 10 9 13 -11 18 12 -14 -15 15 -17 -18 19 -20 26 -22 22 23 -25 25 -27 27 29 -30 -31
leaf_value=-64259.157279521278 -19438.061481642391 -2609.580581843762 -50622.995320719041 -15425.528585059741 73242.827771457203 1237.2383825342429 58902.130390806757 -13140.92556600464 60512.71168116053 5855.9180415772335 -30085.267482131385 11814.663822772281 827472.09411764704 143367.85294400409 -14624.884645423137 111648.04626647246 -228637.95175664357 54566.600043473642 15752.32216584892 25214.528919696084 -60606.101890224061 10150.871250340242 50814.908469258924 -4179.0882538768146 38332.710328278314 148983.67127302606 -66069.375085951862 -15553.856491499226 18001.933575649949 16755.688171404112
leaf_weight=11558 86249 89415 12084 107290 4038 2417264 35014 471386 24125 118640 18858 53611 102 2847 83434 4765 1462 15686 47627 71843 14924 80017 12913 378736 17347 2853 6120 36881 29880 61195
leaf_count=11558 86249 89415 12084 107290 4038 2417264 35014 471386 24125 118640 18858 53611 102 2847 83434 4765 1462 15686 47627 71843 14924 80017 12913 378736 17347 2853 6120 36881 29880 61195
internal_value=0 -14044 -8325.83 377.582 -15293 721.424 2350 -3028.1 2631.95 -9321.12 19090.6 31334.3 13363.6 42319.3 1392.47 -15444.6 2057.6 2186.87 2750.81 14159.8 -21601.7 -1133.85 1983.57 -2365.89 18981.3 53960.8 10559.4 454.701 36992.3 4605.84
internal_weight=0 113057 101499 4.20511e+06 90287 4.11482e+06 2.86879e+06 1.24603e+06 656008 590026 155212 88727 53713 56852 2.71357e+06 103123 2.61045e+06 2.60899e+06 66485 191725 98358 599156 491866 391649 100217 20200 176039 104196 54005 98076
internal_count=4318164 113057 101499 4205107 90287 4114820 2868786 1246034 656008 590026 155212 88727 53713 56852 2713574 103123 2610451 2608989 66485 191725 98358 599156 491866 391649 100217 20200 176039 104196 54005 98076
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=3 0 0 1 5 0 0 1 5 0 0 5 1 0 3 0 1 1 0 5 0 0 1 0 0 0 1 1 1 1
split_gain=2.16877e+15 2.29424e+15 2.18191e+15 6.89757e+15 4.48779e+15 3.78139e+15 4.53877e+15 4.35099e+15 3.55807e+15 3.39966e+15 4.83853e+15 4.13789e+15 4.24562e+15 3.48427e+15 4.75667e+15 3.64866e+15 3.49334e+15 2.88508e+15 3.87383e+15 3.41402e+15 3.1734e+15 3.14466e+15 2.86813e+15 4.99555e+15 6.52365e+15 4.12694e+15 4.25848e+15 4.6753e+15 3.77065e+15 2.99693e+15
threshold=33.500000000000007 55.695992150000002 44.678200800000006 40.810045900000013 71.00500000000001 45.005863250000004 45.053747000000008 39.071052600000009 87.395000000000024 54.648549400000007 54.920670650000005 70.50500000000001 37.998366300000008 54.959412650000012 17.500000000000004 55.010031850000011 30.102666750000001 38.92948375000001 53.355366400000001 96.015000000000015 50.973130900000008 53.973051950000006 38.969379750000009 47.155083450000006 47.272352350000006 53.145783300000012 93.043229050000022 39.899261850000009 39.694727950000008 50.227799100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 -7 -5 17 11 12 -11 14 -12 -15 -17 20 22 -20 -8 -22 -19 -24 28 26 27 -26 -25 -27
right_child=1 -3 5 8 -6 6 9 -9 -10 10 13 -13 -14 15 -16 16 -18 18 19 -21 21 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=21031.391229401212 263507.30622274708 41985.810435337764 -19774.438008905108 -1179.9880403839438 83611.30747150605 31613.716003726 -11079.520766950154 -9951.1794290010075 -61380.063979644867 -22735.219706866017 -6920.5552073775298 61328.153052981586 25010.772298004365 18342.075196805708 -54575.428596770347 -38153.369445195625 644.85839156367604 27961.535125702037 -19122.91714340316 -142004.26528377912 -75746.800976163708 -533.81262127175012 -15965.432798438709 5811.3205522916287 -5348.3745389191427 38753.385799391435 14109.878809365844 -40299.276120166243 45074.168612020825 -599.92185596468892
leaf_weight=70490 516 4977 99623 68377 13684 83791 60731 36007 11464 25547 203693 20822 68722 117065 23346 23413 2636422 31845 106512 2310 18166 8010 193979 47552 96756 32736 50590 63320 50368 47330
leaf_count=70490 516 4977 99623 68377 13684 83791 60731 36007 11464 25547 203693 20822 68722 117065 23346 23413 2636422 31845 106512 2310 18166 8010 193979 47552 96756 32736 50590 63320 50368 47330
internal_value=0 62795 -79.9813 11232.5 31204.9 -527.214 -53.6521 19120.8 -9823.84 -638.26 860.912 20982.9 12071.6 89.9693 -11820.8 1063.79 303.34 -6409.59 -4341.12 -21731.4 -23624.8 -52731.2 -1261.35 -2858.59 3683.12 -3835.77 -11180.8 -19173.6 26007.3 15490.2
internal_weight=0 5493 4.31267e+06 164015 84174 4.14866e+06 4.04903e+06 119798 79841 3.92924e+06 3.11903e+06 115091 94269 3.00394e+06 227039 2.7769e+06 2.65984e+06 810205 723298 108822 86907 26176 614476 582631 388652 290732 210666 160076 97920 80066
internal_count=4318164 5493 4312671 164015 84174 4148656 4049033 119798 79841 3929235 3119030 115091 94269 3003939 227039 2776900 2659835 810205 723298 108822 86907 26176 614476 582631 388652 290732 210666 160076 97920 80066
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=5 4 5 5 5 0 4 5 4 0 5 3 1 3 1 1 5 1 1 5 3 5 1 1 0 5 1 1 1 1
split_gain=2.09374e+15 1.92907e+15 6.17723e+15 5.23839e+15 3.71198e+15 3.11343e+15 2.51348e+15 3.28672e+15 2.4687e+15 2.23323e+15 3.73035e+15 2.35646e+15 2.63773e+15 2.23029e+15 2.7239e+15 2.57167e+15 2.75113e+15 2.09231e+15 2.06455e+15 1.9086e+15 3.6195e+15 1.82805e+15 1.81912e+15 3.43066e+15 2.10351e+15 2.17675e+15 1.76392e+15 2.52641e+15 1.97039e+15 2.63864e+15
threshold=36.515000000000008 2.5000000000000004 225.45000000000002 69.015000000000015 161.85000000000002 43.056445700000005 3.5000000000000004 225.45000000000002 4.5000000000000009 57.178027650000011 125.85000000000001 26.500000000000004 37.777459000000007 10.500000000000002 30.346469350000003 48.712293450000011 96.015000000000015 30.578016350000002 49.148175700000003 56.835000000000008 9.5000000000000018 142.05000000000004 30.305955500000003 30.346469350000003 59.882016200000002 89.00500000000001 113.46563545000002 57.550671000000001 39.826386800000009 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 8 -5 7 -6 9 11 22 -3 -13 14 -7 16 -16 -12 -17 -2 -21 -15 -11 24 -24 -26 27 28 29 -25
right_child=1 4 -4 5 6 13 -8 -9 -10 10 17 12 -14 21 15 18 -18 -19 -20 20 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-4219.0882714932986 37.439706780794459 -1276.0778924422316 -200552.12900580058 -50050.567903582734 37505.86417110297 89301.614129688387 82235.196577564508 -254026.35933366307 -53280.021057689009 -38597.230243747304 141771.08942449655 101017.63653135934 -13214.510158154748 12785.819265542286 19644.642670202109 188798.99709243214 -93334.701906583738 -43532.749991251134 49261.414883312042 23528.649897586314 2601.8454259311093 290877.36294171942 108635.54498584571 -9947.1357728770963 -15299.010617605589 69729.954574975607 79873.848578695353 -62386.659725504462 6659.309620444008 -61038.880316522082
leaf_weight=924412 1775943 801887 1495 6009 1356 8951 8105 541 9764 30155 2323 4748 3520 90416 27586 1123 2338 826 19002 105144 386332 237 2915 31357 8517 4657 1791 12311 29486 14917
leaf_count=924412 1775943 801887 1495 6009 1356 8951 8105 541 9764 30155 2323 4748 3520 90416 27586 1123 2338 826 19002 105144 386332 237 2915 31357 8517 4657 1791 12311 29486 14917
internal_value=0 1149.22 2656.58 2781.96 -2621.73 20527.5 57983 -45635.4 -3253.7 -2739.21 -14437.4 -728.445 52384.7 23361.4 38493.7 29406.9 10817.4 93164.9 57047.8 1563.7 7078.82 13512.9 -16926.9 -10759.3 31767.3 14758.7 -18373.3 -20371.2 -13543.7 -26417.2
internal_weight=0 3.39375e+06 2.42458e+06 2.42308e+06 969176 155662 10002 1897 959174 949410 139255 810155 8268 149653 59000 50049 29924 3149 20125 2.26742e+06 491476 90653 136106 105951 16089 13174 89862 88071 75760 46274
internal_count=4318164 3393752 2424576 2423081 969176 155662 10002 1897 959174 949410 139255 810155 8268 149653 59000 50049 29924 3149 20125 2267419 491476 90653 136106 105951 16089 13174 89862 88071 75760 46274
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=3 0 5 5 4 1 5 1 0 0 0 3 1 1 0 0 0 0 4 3 6 3 3 5 5 4 1 1 1 0
split_gain=1.96012e+15 3.19053e+15 2.4828e+15 2.0268e+15 3.09327e+15 3.61861e+15 2.88035e+15 2.63501e+15 2.30769e+15 2.36227e+15 3.5585e+15 2.22134e+15 2.10549e+15 3.52697e+15 2.96087e+15 5.58661e+15 2.13413e+15 2.0835e+15 2.07925e+15 3.33875e+15 2.67652e+15 4.22178e+15 3.10758e+15 2.94268e+15 2.70792e+15 3.14178e+15 2.68022e+15 2.35454e+15 4.21341e+15 3.12892e+15
threshold=3.5000000000000004 47.425481600000005 64.405000000000015 142.05000000000004 2.5000000000000004 38.233559750000005 225.45000000000002 39.003296000000006 54.978840000000005 55.110554300000004 55.769960200000007 4.5000000000000009 91.398302750000013 86.192907650000009 61.785186750000001 56.093493200000005 48.713222300000005 55.591389050000011 3.5000000000000004 12.500000000000002 1.5000000000000002 8.5000000000000018 27.500000000000004 40.005000000000003 20.010000000000002 1.5000000000000002 30.323743050000001 30.346469350000003 30.305955500000003 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 -5 -7 17 -9 11 -11 -10 13 18 15 16 -14 -6 20 -20 21 23 24 -2 25 -22 -25 28 29 -26
right_child=3 2 -4 4 7 6 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 26 27 -27 -28 -29 -30 -31
leaf_value=9382.3515232066038 -9550.7915508651058 -10604.375955668304 -42657.175072219688 -337965.43460641243 167383.74233829926 196092.96653588599 -110254.87696381747 -33341.585369882217 421301.97372324904 -158940.51071766636 58567.450681759277 107662.26111473481 155561.90334000971 -51663.763223076588 90387.979285291207 -43527.685018819284 16695.406830333213 35443.108592430326 -23482.882193316738 25618.765341439634 -31145.575103227766 -4977.3488115562031 71438.922410998261 78857.835886532004 -12578.589931267774 84740.179264170962 21297.603297983427 1839.3204376217466 47745.975886440981 24124.139528834905
leaf_weight=69691 25675 145438 28982 445 2706 455 943 4659 257 912 4292 1861 1118 13194 4740 16968 109380 2146 76603 16904 37080 1132159 6484 9789 47727 2497 46597 2432001 31213 45248
leaf_count=69691 25675 145438 28982 445 2706 455 943 4659 257 912 4292 1861 1118 13194 4740 16968 109380 2146 76603 16904 37080 1132159 6484 9789 47727 2497 46597 2432001 31213 45248
internal_value=0 -8703.84 -15930.3 521.521 33389 -89605.4 -10549.4 46855.3 21677.1 56685.6 20449.2 145720 370.158 -48.1221 12782.5 9896.63 18100.4 109027 126.052 -14606.4 487.01 -3389.85 2295.97 18512.2 2123.26 -23834.1 31290.5 2525.15 15955.9 5283.47
internal_weight=0 244111 174420 4.07405e+06 18676 1843 1398 16833 11981 7322 5204 2118 4.05538e+06 3.92317e+06 132206 127466 110498 4852 3.90998e+06 93507 3.81647e+06 1.21422e+06 2.60225e+06 82061 2.59577e+06 39577 56386 2.55619e+06 124188 92975
internal_count=4318164 244111 174420 4074053 18676 1843 1398 16833 11981 7322 5204 2118 4055377 3923171 132206 127466 110498 4852 3909977 93507 3816470 1214220 2602250 82061 2595766 39577 56386 2556189 124188 92975
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=0 1 0 5 0 0 1 0 0 5 1 1 0 0 3 1 1 2 1 1 1 0 5 0 0 0 0 0 0 0
split_gain=1.74626e+15 5.46832e+15 5.13822e+15 2.55492e+15 2.50188e+15 3.5217e+15 3.47774e+15 2.95289e+15 3.7825e+15 3.26282e+15 3.57594e+15 2.91161e+15 2.79824e+15 3.79816e+15 3.68671e+15 3.17085e+15 2.95519e+15 2.84438e+15 3.45661e+15 5.44318e+15 7.92682e+15 1.11214e+16 8.75711e+15 7.05513e+15 4.96876e+15 5.13732e+15 4.094e+15 3.562e+15 3.73173e+15 6.80244e+15
threshold=44.580511600000001 39.739656000000004 43.592450450000008 47.005000000000003 45.005863250000004 45.053747000000008 39.071052600000009 54.648549400000007 54.920670650000005 73.010000000000005 37.998366300000008 37.314272700000011 54.970187400000007 55.010031850000011 17.500000000000004 82.911991800000024 28.619594500000002 2.5000000000000004 37.832345550000007 37.487839250000007 37.582182450000005 55.576287050000012 89.00500000000001 55.899899800000007 56.197733450000008 55.518428350000008 55.777112100000004 60.052595500000002 59.834458500000004 55.806974650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 -6 -7 9 10 -9 -2 14 15 -10 -14 -15 -18 19 27 24 -22 -23 -24 25 -21 -27 28 29 -19
right_child=4 -3 -4 -5 5 7 -8 8 12 -11 -12 -13 13 16 -16 -17 17 18 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=47996.685783637215 50815.452578821009 -1940.5728631689519 21590.334272393698 149019.8985938546 28095.173690477532 -5857.2834586832923 -9065.0444825759605 -20186.518024445933 -5751.7120847866217 56819.288405145104 23058.548096864091 -18664.078873110389 4286.6311607929492 -70936.164187791306 -45344.64154276123 40026.254315987935 -5080.4525553572821 13109.241982604002 -708.48535550113832 -915.32317594874621 -48004.691541703127 15043.06701022113 203379.18140752328 -107712.16556699242 -54356.16762713866 95107.024994770793 41526.205526664664 -28151.850077918993 12382.183915198912 -23526.792078108687
leaf_weight=4616 6382 103088 34296 5470 83795 810266 36007 26287 217265 18791 70145 109793 55652 5791 26373 44814 666024 98271 1260157 13930 29197 128513 4180 883 4540 26995 30229 36428 255331 104655
leaf_count=4616 6382 103088 34296 5470 83795 810266 36007 26287 217265 18791 70145 109793 55652 5791 26373 44814 666024 98271 1260157 13930 29197 128513 4180 883 4540 26995 30229 36428 255331 104655
internal_value=0 10694.4 40042.2 102785 -378.139 36.4475 16926.5 -477.811 917.251 18698.4 11270.1 -14847.3 236.411 1141.5 -10037.5 20228.7 421.984 577.374 2467.82 7927.33 20337.5 7904.58 20125.2 149124 47073.5 53545.3 66802.6 1944.88 4337.34 -5785.06
internal_weight=0 147470 44382 10086 4.17069e+06 4.05452e+06 119802 3.93472e+06 3.12445e+06 115223 96432 116175 3.00923e+06 2.76559e+06 243638 100466 2.66512e+06 2.65933e+06 1.99331e+06 733152 238467 162773 133576 5063 75694 71154 57224 494685 458257 202926
internal_count=4318164 147470 44382 10086 4170694 4054519 119802 3934717 3124451 115223 96432 116175 3009228 2765590 243638 100466 2665124 2659333 1993309 733152 238467 162773 133576 5063 75694 71154 57224 494685 458257 202926
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=5 1 0 1 5 3 5 0 0 1 3 5 0 0 1 5 1 1 0 0 0 5 1 1 0 0 1 1 1 5
split_gain=1.65781e+15 2.54532e+15 1.54702e+15 5.43733e+15 3.15283e+15 2.95611e+15 2.35058e+15 2.17852e+15 3.01751e+15 3.01735e+15 1.94603e+15 2.97412e+15 2.41765e+15 7.35219e+15 4.78731e+15 5.27365e+15 6.21014e+15 3.80232e+15 4.84043e+15 4.83664e+15 8.96174e+15 5.44039e+15 4.18969e+15 4.40588e+15 4.25566e+15 4.15049e+15 4.51508e+15 4.00521e+15 3.44867e+16 4.94243e+15
threshold=30.025000000000002 37.362912300000012 44.678200800000006 40.247294600000011 85.91500000000002 10.500000000000002 103.45000000000002 45.005863250000004 45.053747000000008 39.071052600000009 3.5000000000000004 67.520000000000024 55.674875350000008 55.826364100000013 37.098288800000006 79.010000000000005 49.201680550000006 60.55755580000001 59.820733200000006 56.338501050000012 56.281985950000006 87.00500000000001 60.648383500000008 65.480823400000006 57.265292900000006 59.982527000000012 30.226173900000003 38.233559750000005 38.633372000000001 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -4 9 -9 11 -10 -12 14 -14 -16 -17 18 19 20 -15 -21 -19 24 -24 -20 -27 -22 -29 -30
right_child=2 -3 7 5 -6 -7 -8 8 10 -11 12 -13 13 17 15 16 -18 22 25 21 27 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-30203.338517226617 23518.061340211316 -3497.9055886063175 -14999.094355611052 4234.0865485468275 94981.804287824474 -61025.357734578385 -70711.43721589497 27461.06011783256 -4612.831819105354 -8149.4357623161704 -1835.2072330440021 -40034.808936741094 -84739.606192358624 -6455.6078724877543 14189.93119343213 77119.713622370837 -46895.395147390052 30837.797413927212 15704.99102230031 -14889.897321480228 -6888.4811470908508 -79704.489253039879 -16970.01111746742 10136.735393828909 -138358.42005569849 35923.179546467865 -12380.049632710674 759169.05828057649 28581.343066117232 143455.38296000072
leaf_weight=41197 65305 266977 92567 63527 6818 9226 4480 78412 156641 34160 1899971 27930 4564 273197 286426 25919 4783 72720 200726 271146 11099 13600 38857 172294 3120 22427 141110 696 23825 4444
leaf_count=41197 65305 266977 92567 63527 6818 9226 4480 78412 156641 34160 1899971 27930 4564 273197 286426 25919 4783 72720 200726 271146 11099 13600 38857 172294 3120 22427 141110 696 23825 4444
internal_value=0 -7067.91 543.18 10529.2 30273.7 -7908.9 -702.993 156.851 529.174 16655 32.5734 -9973.02 564.634 3467.1 16948.4 18411.9 57799.7 -4.43104 -3017.32 -8552.7 21.5154 -17985.6 10097.7 3058.82 -25992.4 6070.07 -5755.88 44189.1 63761.4 46640
internal_weight=0 308174 4.00999e+06 149356 72123 77233 68007 3.86063e+06 3.76807e+06 112572 3.6555e+06 184571 3.47092e+06 1.57095e+06 321692 317128 30702 1.24926e+06 962270 598007 313261 284746 286991 214271 41977 364263 163537 40064 28965 28269
internal_count=4318164 308174 4009990 149356 72123 77233 68007 3860634 3768067 112572 3655495 184571 3470924 1570953 321692 317128 30702 1249261 962270 598007 313261 284746 286991 214271 41977 364263 163537 40064 28965 28269
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=2 1 1 3 0 0 0 1 1 1 1 3 0 3 0 6 3 1 0 1 1 1 1 0 0 0 6 1 1 0
split_gain=1.49062e+15 1.5066e+15 3.63645e+15 2.06974e+15 2.36775e+15 1.60644e+15 3.28209e+15 3.63399e+15 2.7141e+15 4.48454e+15 3.03212e+15 2.6127e+15 5.72207e+15 3.57237e+15 5.29346e+15 3.11792e+15 2.76926e+15 2.55741e+15 2.42898e+15 5.07141e+15 4.05327e+15 4.75704e+15 2.7016e+15 3.28214e+15 3.62861e+15 3.06927e+15 2.68356e+15 2.89843e+15 4.17476e+15 5.77333e+15
threshold=19.500000000000004 91.398302750000013 84.920232800000022 5.5000000000000009 50.565831500000009 60.017447350000005 59.896318000000008 30.502469200000004 65.659480050000013 59.76223980000001 39.753614400000011 15.500000000000002 59.904813200000007 7.5000000000000009 59.982527000000012 1.5000000000000002 8.5000000000000018 40.810045900000013 57.178027650000011 57.550671000000001 30.278357500000002 30.346469350000003 39.826386800000009 58.049540950000008 57.60800230000001 59.609407350000005 1.5000000000000002 28.619594500000002 36.546174950000008 54.648549400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 18 11 9 10 -7 13 -13 -8 16 -14 -15 -12 26 20 -20 -22 25 24 -24 -23 -1 -28 29 -29
right_child=-2 3 -4 4 -6 8 7 -9 -10 -11 17 12 15 14 -16 -17 -18 -19 19 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-4243.3432370953633 12097.350787752594 -2556.7330603382502 -29795.266199423793 121111.89229476819 18403.474997826892 -18725.259508472926 -191.70714040068893 -39996.032022268679 65634.648436559946 -139907.98946911629 106257.40636938429 86155.415339393774 -33566.087148216524 125411.88664268759 -4355.3033721863467 18259.648246766319 49502.304249432287 8274.1416350403197 -30313.373501829017 -44037.524251159906 44053.261737331333 -39909.962095274728 -15912.966947053324 -34259.228609573736 29926.900510365725 -1782.6375389063619 50246.157794960978 7334.1310435323139 2119.9918776673385 -88065.454585681466
leaf_weight=981990 99509 68570 42326 2319 69884 101235 31671 11667 4454 2758 3029 6795 27800 5404 18959 19931 43419 22092 48769 36737 23534 33860 24844 15496 56632 56087 12359 13167 2420626 12241
leaf_count=981990 99509 68570 42326 2319 69884 101235 31671 11667 4454 2758 3029 6795 27800 5404 18959 19931 43419 22092 48769 36737 23534 33860 24844 15496 56632 56087 12359 13167 2420626 12241
internal_value=0 -285.35 -636.469 9885.79 21702.2 -330.644 38.4939 13812.7 -11114.5 -13762 -11008.6 17889.7 297.507 27534.8 40490 -11925.3 57904.4 20088.6 -572.166 -9265.29 -4337.36 1682.15 -3652.58 7925.97 15949.2 -16135.4 175.66 1940.8 1696.73 -38627.2
internal_weight=0 4.21866e+06 4.07788e+06 140773 72203 4.03556e+06 3.90199e+06 165646 133568 129114 126356 153979 54526 99453 67782 47731 48823 25121 3.73634e+06 295959 259222 210453 186919 96972 81476 89947 3.44038e+06 2.45839e+06 2.44603e+06 25408
internal_count=4318164 4218655 4077882 140773 72203 4035556 3901988 165646 133568 129114 126356 153979 54526 99453 67782 47731 48823 25121 3736342 295959 259222 210453 186919 96972 81476 89947 3440383 2458393 2446034 25408
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=5 4 3 3 1 0 3 5 1 0 6 3 0 0 0 0 1 1 1 5 0 1 3 1 3 0 5 3 1 1
split_gain=1.49624e+15 3.5162e+15 2.24333e+15 1.27835e+15 1.92939e+15 2.73237e+15 1.23009e+15 2.458e+15 2.08436e+15 1.57761e+15 1.46359e+15 3.97842e+15 5.51732e+15 2.65517e+15 3.20578e+15 2.44701e+15 4.33961e+15 3.35527e+15 3.56783e+15 2.81666e+15 2.57242e+15 4.1143e+15 4.18047e+15 6.59135e+15 3.26867e+15 2.81122e+15 2.54308e+15 2.41413e+15 2.38754e+15 2.80278e+15
threshold=19.650000000000002 1.5000000000000002 9.5000000000000018 33.500000000000007 37.66934650000001 55.535913550000011 2.5000000000000004 97.050000000000011 37.971176850000006 47.425481600000005 1.5000000000000002 15.500000000000002 59.853570100000006 59.904813200000007 59.853570100000006 55.826364100000013 37.457850350000008 37.620907050000007 49.073956850000009 75.750000000000014 55.68356880000001 37.777459000000007 17.500000000000004 37.620907050000007 20.500000000000004 55.784980300000008 85.020000000000024 21.500000000000004 37.944765900000007 82.95335685000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 -2 -10 11 12 28 14 15 20 19 -18 -19 -17 -13 22 23 25 -24 -22 -26 -12 -8 -30
right_child=3 2 -4 4 -6 -7 10 -9 9 -11 27 13 -14 -15 -16 16 17 18 -20 -21 21 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=-27718.522419172095 -46396.16428755605 29128.715338168811 205640.93695995215 570688.36588541674 -16045.23637688238 83510.222188229061 -13293.431484958615 -93811.010356583778 17896.552742515705 -10658.2975723403 954.92895973999532 -7526.6361616680406 32520.358798142955 -27707.650866541087 34738.249913090462 -43761.126677198758 33739.536542156224 -42063.092336923823 -3058.8551774604161 -146021.38606963115 -232407.71616572072 -8564.8573053835134 120504.47389142902 49506.06352739752 28484.932536971042 248255.30101681777 171606.20444982743 13805.343118590637 12947.393018960032 -2683.4985280486949
leaf_weight=38978 12277 3045 943 120 2502 2833 109190 3412 26916 68814 2743966 296712 57451 63325 18596 22490 14942 36491 65633 3060 1710 41668 5465 2579 25143 131 1306 154420 181101 312945
leaf_count=38978 12277 3045 943 120 2502 2833 109190 3412 26916 68814 2743966 296712 57451 63325 18596 22490 14942 36491 65633 3060 1710 41668 5465 2579 25143 131 1306 154420 181101 312945
internal_value=0 -18568.1 70866.7 186.61 48565 103308 124.802 -10244.4 -7604.53 -2629.65 402.638 -2442.83 2908.81 -8343.13 -6055.02 -7521.38 -18669.5 -10520.1 -16995.9 -56008.3 -3278.43 12881.4 37476 -53669.6 50099.4 -198205 35552 1639.57 88.6694 3046.27
internal_weight=0 42966 3988 4.2752e+06 5455 2953 4.26974e+06 111419 108007 95730 4.15832e+06 1.25994e+06 660687 599251 535926 517330 142616 117066 102124 25550 374714 78002 36334 4420 31914 1841 26449 2.89839e+06 603236 494046
internal_count=4318164 42966 3988 4275198 5455 2953 4269743 111419 108007 95730 4158324 1259938 660687 599251 535926 517330 142616 117066 102124 25550 374714 78002 36334 4420 31914 1841 26449 2898386 603236 494046
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=2 5 1 3 1 1 0 0 0 3 0 1 0 1 0 5 0 6 1 0 1 0 5 3 0 1 6 1 1 5
split_gain=1.27149e+15 2.61086e+15 2.06585e+15 1.59597e+15 1.55307e+15 7.23248e+15 5.0553e+15 4.58818e+15 6.60143e+15 8.20488e+15 5.66135e+15 5.43615e+15 4.89262e+15 4.56563e+15 4.8164e+15 4.36014e+15 4.52569e+15 4.01085e+15 3.21773e+15 2.99163e+15 2.61508e+15 3.98839e+15 4.51778e+15 4.21488e+15 3.50871e+15 5.21451e+15 3.27785e+15 2.587e+15 3.13496e+15 2.58502e+15
threshold=1.5000000000000002 87.395000000000024 37.971176850000006 1.5000000000000002 37.692869000000009 37.487839250000007 55.645049100000001 55.751981950000008 55.755036050000008 18.500000000000004 55.795550600000006 37.516458750000005 55.762622900000004 37.615058950000012 55.535913550000011 89.00500000000001 55.91302515000001 1.5000000000000002 37.597123000000003 60.063729500000008 30.451272450000005 55.806974650000008 83.010000000000005 16.500000000000004 55.708120100000009 37.362912300000012 1.5000000000000002 37.314272700000011 30.578016350000002 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 19 13 -8 9 18 11 -10 17 14 -7 -12 -17 -13 -9 20 29 23 26 -22 -25 -26 -23 28 -24 -2
right_child=4 3 -4 -5 -6 6 7 8 10 -11 15 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 27 24 25 -27 -28 -29 -30 -31
leaf_value=-16050.30647818635 6242.443863145254 -159974.58220640619 -160.85385964646824 -34478.73879263016 -444.19007687860699 -12872.719607731771 71099.790229328413 137967.32579710902 -13415.703087730304 41794.646774367669 15662.73862246626 -194840.09916934895 160265.40652205705 -54347.821401761859 52286.172266011708 196089.14971509716 -117720.86627283842 109600.26849430388 -172743.17103546031 -31702.295936234954 -6268.6992814864061 -38309.270059589282 -45835.899082446216 14736.001042892844 -26919.129703283474 125008.72027729028 -2923.9158742915142 -24074.171131968033 -203110.05856821229 79113.495560083189
leaf_weight=101542 321032 1078 421368 16901 2926222 28656 26219 361 3670 4335 67271 767 8415 12815 18778 2482 564 993 4344 29132 125034 37646 2271 48198 3263 7343 85938 3715 2868 4943
leaf_count=101542 321032 1078 421368 16901 2926222 28656 26219 361 3670 4335 67271 767 8415 12815 18778 2482 564 993 4344 29132 125034 37646 2271 48198 3263 7343 85938 3715 2868 4943
internal_value=0 -4534.64 -3246.37 -42003.3 649.34 4409.29 22229.5 34143.8 23747.6 -57456.9 32469.9 90920.1 128553 -1386.22 12922.1 20961.5 137984 -23073.5 -148903 -359.611 1062.07 -5416.05 -18646.6 4115.29 26194.6 78267.2 -13703 -87649.5 -133608 7347.44
internal_weight=0 540889 522910 17979 3.77728e+06 851053 179670 119421 93202 9040 84162 13845 10175 60249 47434 70317 3046 1760 4705 671383 642251 316276 132438 183838 58804 10606 123584 8854 5139 325975
internal_count=4318164 540889 522910 17979 3777275 851053 179670 119421 93202 9040 84162 13845 10175 60249 47434 70317 3046 1760 4705 671383 642251 316276 132438 183838 58804 10606 123584 8854 5139 325975
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=5 4 5 5 5 3 0 0 1 1 1 5 0 5 0 1 0 4 4 5 5 1 4 0 0 5 1 0 5 5
split_gain=1.2506e+15 2.72387e+15 4.1815e+15 3.16651e+15 2.48484e+15 2.17091e+15 2.46599e+15 4.58065e+15 2.86081e+15 2.01145e+15 3.07272e+15 3.80027e+15 4.03166e+15 3.00058e+15 2.77232e+15 2.19973e+15 2.80275e+15 1.97084e+15 1.95949e+15 2.48213e+15 1.91259e+15 2.89223e+15 1.89374e+15 2.69145e+15 2.02198e+15 1.75604e+15 1.90047e+15 2.00208e+15 1.81103e+15 1.82061e+15
threshold=45.005000000000003 2.5000000000000004 225.45000000000002 78.010000000000005 161.85000000000002 11.500000000000002 59.916647550000008 59.982527000000012 30.410108300000001 37.275078000000001 37.692869000000009 89.00500000000001 56.009576300000013 123.15000000000002 55.628356700000005 37.39371280000001 55.885524800000006 3.5000000000000004 3.5000000000000004 225.45000000000002 99.555000000000021 36.761894450000007 1.5000000000000002 55.141517900000004 43.514103700000014 87.00500000000001 82.871296800000025 43.642715500000008 75.015000000000015 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 -2 8 -8 13 11 -11 14 17 -13 -16 -17 20 19 -6 -3 -22 23 -5 -24 26 27 -12 -28 -30
right_child=1 4 -4 22 18 -7 7 -9 -10 10 25 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=-1862.3868790346337 5773.3173510599809 -17812.148323791862 -162766.73093657734 25660.638495024919 27811.072195313041 -1024.936388512524 94300.979363397055 4721.2815666456381 -21245.940465525273 7218.6840934773463 33492.439429374201 21563.511987441954 -238318.10686810664 59010.655204889437 28191.891365997246 180376.43407978633 2653.8033176072181 -52426.825631176194 68462.279608375698 -225536.89589211965 41948.219559292222 -159385.1566473468 -32742.846303294747 -94678.623336046963 42089.499865141464 -11457.264198792956 2752.4247941161443 -5349.9997318307978 39543.105120151442 -10586.181138807646
leaf_weight=1964921 717284 94719 1495 5325 1356 577118 12572 24607 2583 60334 13739 5736 425 5266 2205 4573 1101 14689 8105 541 9726 770 3942 2855 42970 191325 119684 388650 29996 9552
leaf_count=1964921 717284 94719 1495 5325 1356 577118 12572 24607 2583 60334 13739 5736 425 5266 2205 4573 1101 14689 8105 541 9726 770 3942 2855 42970 191325 119684 388650 29996 9552
internal_value=0 1555.06 4385.37 4565.25 -2534.59 3595.1 7117.08 31357.8 74607.3 -3055.26 -1267.79 18123 64982.2 -14869.7 74449.8 112952 145891 -18114.4 47048.9 -44440.5 -13324 27178.1 28059.4 -16340.4 35801.4 -3183.16 -364.459 -4023.78 8882.87 27435.4
internal_weight=0 2.35324e+06 1.39075e+06 1.38926e+06 962492 1.33416e+06 757046 39762 15155 952490 827320 74374 14040 125170 13615 7879 5674 119904 10002 1897 105215 10496 55092 8180 46912 752946 561621 402389 159232 39548
internal_count=4318164 2353243 1390751 1389256 962492 1334164 757046 39762 15155 952490 827320 74374 14040 125170 13615 7879 5674 119904 10002 1897 105215 10496 55092 8180 46912 752946 561621 402389 159232 39548
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=5 4 3 2 3 6 1 1 0 0 4 5 5 1 0 0 5 4 0 1 0 0 0 1 0 1 0 3 1 3
split_gain=1.19091e+15 3.15222e+15 1.8477e+15 1.05824e+15 1.17506e+15 4.01452e+15 4.09156e+15 3.21522e+15 2.98857e+15 2.45891e+15 2.32752e+15 4.6692e+15 2.72563e+15 2.0397e+15 2.28308e+15 2.32085e+15 1.96444e+15 4.14656e+15 2.18584e+15 1.96298e+15 2.27052e+15 4.01112e+15 2.12399e+15 7.51194e+15 2.11571e+15 1.83502e+15 5.08762e+15 2.11905e+15 2.78759e+15 1.80502e+15
threshold=18.050000000000004 1.5000000000000002 9.5000000000000018 19.500000000000004 15.500000000000002 1.5000000000000002 38.969379750000009 38.92948375000001 43.592450450000008 45.029420750000007 3.5000000000000004 225.45000000000002 177.02500000000003 43.808567100000012 47.272352350000006 47.208883950000008 54.035000000000004 2.5000000000000004 59.916647550000008 37.889331900000009 55.727011600000004 55.695992150000002 56.121679000000007 38.233559750000005 45.047272400000004 37.436176200000013 55.56564190000001 17.500000000000004 37.832345550000007 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 -6 7 19 -8 -9 11 16 -12 14 15 -10 -2 18 29 25 21 24 -22 -24 -21 -7 -27 -28 -29 -18
right_child=3 2 -4 -5 5 6 8 9 13 -11 12 -13 -14 -15 -16 -17 17 -19 -20 20 22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-30935.669428850026 -400.66666131251446 26450.576320488701 187621.13027962617 10337.783939225897 -9109.7091385750682 5328.1400282049326 91531.639780987869 145626.40172060314 -14169.320862182298 38386.244378502248 -17041.871616310535 -162929.53948298169 63609.62743910557 1729.3130181370311 -42347.189404074299 24446.297541860426 20754.267284598387 -382.32468237130718 37535.846005909079 49515.376221539198 -46893.721668041399 74120.39176785064 -21705.869402169421 583776.6800542092 -31590.645947951198 -12409.1536307263 25884.836574706758 81538.564740980888 -8082.1751651655231 6206.6054313672676
leaf_weight=28119 1875049 3004 932 99468 538539 120996 3202 2539 110819 13541 100810 1727 4372 178099 23983 18107 119098 612079 31784 4079 16889 6961 1252 245 15206 26230 37983 18317 4282 300453
leaf_count=28119 1875049 3004 932 99468 538539 120996 3202 2539 110819 13541 100810 1727 4372 178099 23983 18107 119098 612079 31784 4079 16889 6961 1252 245 15206 26230 37983 18317 4282 300453
internal_value=0 -19203.2 64613.9 143.617 -98.58 -2835.26 2770.96 11962.8 -4614.23 55319.3 927.004 1449.89 -13689.5 -5544.29 -14016.1 -8745.95 1546.5 4979.82 12251.7 9201.11 -9826.6 9051.2 -36774.6 77387.8 -14435.8 13287.8 24381.7 40310.9 64557.5 10336.3
internal_weight=0 32055 3936 4.28611e+06 4.18664e+06 1.14127e+06 602730 268520 334210 16080 3.04537e+06 2.94019e+06 105182 331008 152909 128926 2.93846e+06 1.06341e+06 451335 252440 44632 26246 18386 1497 19285 207808 86812 60582 22599 419551
internal_count=4318164 32055 3936 4286109 4186641 1141269 602730 268520 334210 16080 3045372 2940190 105182 331008 152909 128926 2938463 1063414 451335 252440 44632 26246 18386 1497 19285 207808 86812 60582 22599 419551
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 3 5 1 0 5 1 3 6 3 4 5 5 5 0 3 3 0 0 1 3 1 1 3 1 1
split_gain=1.17142e+15 4.01658e+15 3.70809e+15 3.88205e+15 3.20156e+15 2.71363e+15 2.70108e+15 2.31961e+15 4.53688e+15 2.174e+15 2.11671e+15 2.05934e+15 2.59541e+15 1.88973e+15 1.85057e+15 3.78766e+15 2.10497e+15 1.90471e+15 1.81286e+15 1.77966e+15 1.75653e+15 1.72289e+15 5.60614e+15 3.32784e+15 3.30406e+15 2.43411e+15 3.24313e+15 2.3065e+15 3.62911e+15 6.81435e+15
threshold=10.500000000000002 37.767735350000002 37.436176200000013 55.576287050000012 37.582182450000005 17.500000000000004 80.00500000000001 37.615058950000012 55.777112100000004 177.02500000000003 37.516458750000005 15.500000000000002 1.5000000000000002 24.500000000000004 3.5000000000000004 225.45000000000002 225.45000000000002 39.355000000000011 55.619594000000006 10.500000000000002 20.500000000000004 59.904813200000007 59.982527000000012 30.502469200000004 6.5000000000000009 65.659480050000013 59.76223980000001 11.500000000000002 30.410108300000001 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 13 4 -4 -5 7 8 10 -3 -7 14 -13 19 15 17 -16 -1 -9 -2 -20 -19 23 24 -23 26 -24 28 29 -26
right_child=1 9 3 5 -6 6 -8 18 -10 -11 -12 12 -14 -15 16 -17 -18 21 20 -21 -22 22 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-2903.3677023759014 -568207.12824293168 -2510.7121206434263 30348.251769138227 14965.861318913128 -40928.56658242087 88789.745217370655 129235.8759013845 120786.08973811539 36661.068794949853 135648.75130877254 198036.10050198287 -12614.416535750303 68.473720393919635 -13182.744879341808 -14431.664945321827 -149062.13927538367 106865.66608386998 1915.1954292442188 95011.523765215316 11397.654868708853 4108.7949517489606 6263.4734866732597 -5497.6527556413093 -75833.455380698768 84866.561278443871 49113.626288045278 -133360.029190876 25992.709631397462 -6121.9189933894168 327484.87481617881
leaf_weight=886154 53 424437 12814 25909 12400 4198 4474 1784 13273 1142 3071 301173 347542 44577 102181 1684 1451 1874422 2429 113105 17024 14236 64161 2341 16500 7949 2047 10616 3772 1245
leaf_count=886154 53 424437 12814 25909 12400 4198 4474 1784 13273 1142 3071 301173 347542 44577 102181 1684 1451 1874422 2429 113105 17024 14236 64161 2341 16500 7949 2047 10616 3772 1245
internal_value=0 3807.44 13729 29073.3 -4704.99 40875.8 55389.4 47481.4 71439.5 -2139.97 134944 -712.496 -5819.7 4256.31 396.03 867.629 -12733.3 955.191 24307.3 11126.2 15459.4 2667.15 14138.7 40494.9 46367.8 -3173.25 -9450.87 64135.4 82954.2 101889
internal_weight=0 680690 255111 97376 25214 72162 46253 41779 20542 425579 7269 3.63747e+06 648715 157735 2.98876e+06 2.88513e+06 103632 2.88344e+06 21237 113158 19453 1.99729e+06 122867 48710 46369 74157 66208 32133 21517 17745
internal_count=4318164 680690 255111 97376 25214 72162 46253 41779 20542 425579 7269 3637474 648715 157735 2988759 2885127 103632 2883443 21237 113158 19453 1997289 122867 48710 46369 74157 66208 32133 21517 17745
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 0 1 1 1 1 5 5 2 1 0 3 0 3 1 1 3 5 0 0 1 1 0 1 1
split_gain=1.13035e+15 5.95887e+15 5.61503e+15 3.82186e+15 7.30148e+15 6.30603e+15 5.94552e+15 4.82914e+15 4.78886e+15 7.49471e+15 8.63693e+15 5.1613e+15 4.18828e+15 3.56015e+15 3.52795e+15 3.05703e+15 4.00854e+15 5.86456e+15 3.04857e+15 2.74432e+15 4.06644e+15 2.96791e+15 2.68975e+15 2.64321e+15 7.56142e+15 5.4993e+15 3.99008e+15 5.09992e+15 3.69396e+15 3.28564e+15
threshold=56.054485600000007 56.143542450000005 55.68356880000001 48.712293450000011 38.633372000000001 55.806974650000008 55.777112100000004 37.362912300000012 37.597123000000003 37.620907050000007 37.712318250000003 49.505000000000003 80.00500000000001 17.500000000000004 49.177301950000007 55.734663800000007 18.500000000000004 55.762622900000004 12.500000000000002 37.889331900000009 37.971176850000006 24.500000000000004 88.015000000000015 56.338501050000012 56.663136550000011 47.208373000000009 60.479177250000006 57.581016350000006 57.550671000000001 35.911716050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 -1 4 5 7 -5 -4 13 11 -11 -10 18 -9 -14 -13 17 -17 -8 21 -21 -7 -2 25 -25 -3 27 29 -29 -26
right_child=1 23 3 6 -6 19 12 8 9 10 -12 15 14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-1081.1649874596212 -28175.483066056495 24394.363864966079 -28939.902279672242 -3012.3999670067396 -52543.269880796877 6616.6608222339482 38403.94042938749 45275.377905530084 -174.14198811426172 84768.930120575402 11557.975465329177 74371.657417882758 142335.48659285257 139572.37264588632 35993.24948563012 -303015.5529940892 -38783.85589968822 36020.383671560463 4430.7270632748468 -79793.984383047165 -7003.4964492468753 -28082.439205671522 -136084.70955801898 -35626.106876298603 -86506.04624297969 -44554.005386985264 9753.1092553648541 129.27237272951422 -50008.510144034713 -21142.327173382844
leaf_weight=2548119 62200 83476 17744 68939 21610 136918 82014 36376 6737 19498 92851 636 6140 4499 6342 2346 1749 652 38961 11297 23936 30062 2399 64310 8632 13429 282422 558280 15092 70498
leaf_count=2548119 62200 83476 17744 68939 21610 136918 82014 36376 6737 19498 92851 636 6140 4499 6342 2346 1749 652 38961 11297 23936 30062 2399 64310 8632 13429 282422 558280 15092 70498
internal_value=0 -2668.43 980.972 9604.82 4019.21 7191.57 20834.5 20636.3 25956.6 16204 24263.6 -58506.2 33153 55654.4 88303.9 -131511 -159095 -229283 27462.6 -4981.59 -30342.8 369.659 -32182.9 -929.047 -2458.28 14839.6 -176.782 -4474.73 -1190.43 -28272.6
internal_weight=0 1.16074e+06 3.15743e+06 609307 406911 385301 202396 183088 165344 124469 112349 12120 133457 40875 12482 5383 4747 2998 120975 202213 35233 166980 64599 1.09614e+06 999234 96905 934924 652502 573372 79130
internal_count=4318164 1160738 3157426 609307 406911 385301 202396 183088 165344 124469 112349 12120 133457 40875 12482 5383 4747 2998 120975 202213 35233 166980 64599 1096139 999234 96905 934924 652502 573372 79130
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 3 0 0 1 0 1 5 3 0 0 1 1 5 1 1 0 0 0 0 0 5 1 0
split_gain=1.03272e+15 3.00481e+15 1.77994e+15 4.31872e+15 1.87301e+15 1.76672e+15 1.55098e+15 1.19478e+15 1.14666e+15 1.03572e+15 3.8013e+15 3.96933e+15 2.18609e+15 1.84122e+15 1.70227e+15 1.58719e+15 3.02959e+15 2.34779e+15 4.25688e+15 2.25958e+15 2.22151e+15 1.54249e+15 1.47588e+15 4.3174e+15 3.39906e+15 4.20765e+15 3.55263e+15 3.0854e+15 3.0405e+15 2.62547e+15
threshold=91.398302750000013 86.192907650000009 61.785186750000001 56.093493200000005 5.5000000000000009 50.565831500000009 51.67657710000001 11.500000000000002 52.485928400000006 44.580511600000001 39.739656000000004 43.592450450000008 38.096381250000007 49.010000000000012 10.500000000000002 45.013473000000012 45.029420750000007 38.975980350000007 38.950530550000003 67.990000000000023 37.314272700000011 39.630124250000001 54.708501450000007 54.736324100000012 47.297889100000013 47.208883950000008 45.073740550000004 68.00500000000001 39.614024000000008 47.236539400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 -6 -2 -7 -9 10 11 13 -13 -1 -12 20 17 18 -17 -20 -11 -14 24 -24 25 26 -18 -28 -27 -30
right_child=2 -3 -4 -5 5 7 -8 8 -10 15 14 12 21 -15 -16 16 22 -19 19 -21 -22 -23 23 -25 -26 28 27 -29 29 -31
leaf_value=44493.64070024954 -62855.682772211898 -44687.90155763513 62519.303044216176 -39059.45352764651 110488.45810150537 34992.999420368047 4520.638220503447 51857.439052752801 -3708.6668253056559 46128.365980151342 2705.7842915786046 56371.408133851612 -31388.621655775572 129951.6123270861 -34598.683433913095 -11258.683038144432 6148.918714025237 12916.590212441079 61402.594808749185 183784.00588149071 -14074.324994566237 20191.791097572393 36682.224394645593 300.86031548157047 -11341.797060016839 -28573.124265681327 -9430.4190314369207 -51582.237382556268 41862.209036836546 10095.022110653639
leaf_weight=4984 3646 15185 5825 18347 2350 31799 54298 4501 21233 6441 88857 9766 9399 5102 14185 3879 169833 24850 2997 3038 126690 15131 32978 2992129 361235 12694 149747 19643 44237 63165
leaf_count=4984 3646 15185 5825 18347 2350 31799 54298 4501 21233 6441 88857 9766 9399 5102 14185 3879 169833 24850 2997 3038 126690 15131 32978 2992129 361235 12694 149747 19643 44237 63165
internal_value=0 -285.165 8386.65 6071.06 13098.4 25500.6 281.13 22029.2 6010.11 -123.122 8108.85 32576.1 16358.3 87722.5 -2429.64 -425.495 -57.1548 29331 70474.8 123009 -11161.7 428.061 -322.818 697.469 -4084.28 1623.46 -4071.41 -14318.5 17709.2 23179.4
internal_weight=0 4.17616e+06 141999 136174 117827 59883 57944 57533 25734 4.16098e+06 147424 44382 34296 10086 103042 4.01356e+06 3.88042e+06 34764 9914 6035 133131 24530 3.84566e+06 3.02511e+06 820554 459319 339223 169390 120096 107402
internal_count=4318164 4176165 141999 136174 117827 59883 57944 57533 25734 4160980 147424 44382 34296 10086 103042 4013556 3880425 34764 9914 6035 133131 24530 3845661 3025107 820554 459319 339223 169390 120096 107402
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 0 0 0 1 1 1 0 0 1 5 5 3 1 0 0 1 1 0 0 3 1 1 3 5 3
split_gain=1.0209e+15 2.37242e+15 1.57226e+15 1.10417e+15 8.85287e+14 8.57733e+14 4.85264e+15 4.5134e+15 3.55976e+15 2.45965e+15 6.79471e+15 6.52919e+15 5.5693e+15 5.28029e+15 3.59462e+15 3.06755e+15 3.05172e+15 2.75716e+15 4.55336e+15 2.67766e+15 3.38382e+15 2.91621e+15 2.85702e+15 5.47307e+15 5.06892e+15 3.80806e+15 5.14625e+15 3.619e+15 2.61154e+15 2.59496e+15
threshold=19.650000000000002 1.5000000000000002 5.5000000000000009 37.944765900000007 34.359746700000009 56.054485600000007 56.143542450000005 55.68356880000001 37.098288800000006 48.712293450000011 37.869926150000005 55.727011600000004 55.806974650000008 49.201680550000006 79.010000000000005 85.020000000000024 17.500000000000004 37.914142000000005 55.708120100000009 55.727011600000004 37.417247200000006 37.66934650000001 55.751981950000008 55.755036050000008 25.500000000000004 37.642309100000013 37.615058950000012 9.5000000000000018 125.85000000000001 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 7 -7 -2 -9 10 12 17 15 14 16 19 -11 18 -12 20 -10 -22 -21 24 25 26 -24 -28 -17 -14
right_child=5 2 3 -5 -6 6 -8 8 9 13 11 -13 29 -15 -16 28 -18 -19 -20 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-86168.154578675822 -833.58841344203813 2005.6580092826296 273157.78312134388 85313.554239077173 -19266.621409148585 -28913.345494412511 -602.36560476201032 -51863.003587568695 -59892.795424627053 42192.969616865579 -31151.819770439808 -28636.303998789193 7634.9977767132896 4305.5214452385762 95057.739593515464 116593.12500949642 -1763.6468711125435 54377.346431695019 192560.816066136 71686.741403305132 50872.11486117739 -11893.718329177587 155567.09719049706 41681.122606949299 134108.21128040145 52756.000843982365 -270266.8798703191 -87740.939608195491 -188795.17561308263 -25146.908365514537
leaf_weight=2090 2528190 2217 406 1365 36888 64119 1085738 9509 6701 57185 9987 87112 127620 110949 9533 5515 21821 15890 1001 18321 14485 15139 725 45197 1503 2182 1364 5335 295 29782
leaf_count=2090 2528190 2217 406 1365 36888 64119 1085738 9509 6701 57185 9987 87112 127620 110949 9533 5515 21821 15890 1001 18321 14485 15139 725 45197 1503 2182 1364 5335 295 29782
internal_value=0 -15337.6 58124.8 128377 -22853.9 154.144 -2181.06 1013.3 8832.56 9814.71 5176.65 -15342.3 13707.9 18839.2 37051.5 30256 30052.4 27743.7 -10771.7 26547 4280.3 18796.4 37385.4 26224.3 -36661.9 -63381.4 -97515.6 -124905 101087 1432.34
internal_weight=0 42966 3988 1771 38978 4.2752e+06 1.14986e+06 3.12534e+06 597151 587642 388154 113990 274164 199488 88539 116762 79006 26878 10988 110952 36325 29624 74627 56306 11109 9606 7424 6699 5810 157402
internal_count=4318164 42966 3988 1771 38978 4275198 1149857 3125341 597151 587642 388154 113990 274164 199488 88539 116762 79006 26878 10988 110952 36325 29624 74627 56306 11109 9606 7424 6699 5810 157402
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=2 5 0 3 3 3 5 1 1 5 0 5 1 4 6 1 3 0 0 1 1 5 0 0 3 1 1 3 1 1
split_gain=8.87033e+14 2.05977e+15 1.57733e+15 1.26252e+15 1.21344e+15 6.60557e+15 3.36087e+15 2.77793e+15 3.60571e+15 2.70578e+15 2.38985e+15 1.95854e+15 1.80094e+15 2.33754e+15 1.80082e+15 2.567e+15 1.88037e+15 2.16114e+15 7.0244e+15 5.94355e+15 3.35283e+15 1.94178e+15 1.94004e+15 2.78971e+15 1.75152e+15 3.9739e+15 3.14491e+15 3.1781e+15 4.05956e+15 2.78216e+15
threshold=1.5000000000000002 73.010000000000005 57.692655200000004 1.5000000000000002 6.5000000000000009 8.5000000000000018 60.005000000000003 83.015546400000019 82.970752000000019 125.85000000000001 47.155083450000006 94.040000000000006 39.003296000000006 1.5000000000000002 1.5000000000000002 82.964402850000013 15.500000000000002 59.916647550000008 59.932719750000011 30.388336800000001 30.410108300000001 92.035000000000011 59.904813200000007 59.896318000000008 9.5000000000000018 37.998366300000008 37.66934650000001 10.500000000000002 82.957885500000017 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6 8 9 14 -8 -10 13 -11 15 16 17 -7 19 -19 -21 -20 23 -18 25 -16 29 28 -28 -26
right_child=4 2 -4 -5 5 7 10 -9 11 12 -12 -13 -14 -15 24 -17 22 18 21 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-1757.1852456926638 -2527.3383558934615 -90721.172137901201 -69913.267913282194 -12605.536507535409 13158.54450913005 -603.01223781680778 5808.1521029367359 14171.181350360413 -10311.873792634957 -251545.62889859069 67494.033875122812 -111884.59449672302 17535.258189687051 92516.563001033806 -18966.276370300428 24935.417523581909 -5994.1870208068303 -8008.3041763635019 10385.912840578432 466091.94511516049 12107.421038307228 118136.45350994829 -23925.883605363684 60959.884549537222 8510.2359575181363 3501.4076599774512 18005.462136176688 -2105.9633936151477 -23209.317980038828 31560.062107018377
leaf_weight=488057 960339 2170 6204 44458 57436 259380 8266 144932 266119 204 26148 1912 14278 6162 107444 32385 473201 666 34002 819 203 1759 61895 6306 202471 294496 178582 539645 27591 70634
leaf_count=488057 960339 2170 6204 44458 57436 259380 8266 144932 266119 204 26148 1912 14278 6162 107444 32385 473201 666 34002 819 203 1759 61895 6306 202471 294496 178582 539645 27591 70634
internal_value=0 -3787.52 -22543.6 -16240.9 542.357 1588.87 27965.4 699.836 -56.8741 1215.92 52677.5 -11036.4 37257.3 81491 891.226 -2690.06 -3757.37 2639.19 25095.4 224439 375917 15685.9 -7264.35 -5113.67 3085.62 -2504.51 5290.78 1928.9 12489.9 14471.7
internal_weight=0 540889 52832 46628 3.77728e+06 2.81694e+06 91850 2.72509e+06 2.58015e+06 2.31212e+06 34414 268031 20644 6366 2.29148e+06 870616 838231 296829 37449 1688 1022 35761 541402 479507 1.42086e+06 401940 1.01892e+06 745818 206173 273105
internal_count=4318164 540889 52832 46628 3777275 2816936 91850 2725086 2580154 2312123 34414 268031 20644 6366 2291479 870616 838231 296829 37449 1688 1022 35761 541402 479507 1420863 401940 1018923 745818 206173 273105
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=5 4 3 0 1 5 5 0 0 1 0 0 1 6 1 1 0 0 0 5 3 3 1 5 0 0 5 1 1 1
split_gain=8.76438e+14 2.15085e+15 1.30781e+15 8.31869e+14 3.57208e+15 2.73954e+15 2.06546e+15 1.69006e+15 1.8946e+15 2.01113e+15 1.56844e+15 3.56786e+15 2.49449e+15 3.21638e+15 2.21634e+15 2.62091e+15 3.01899e+15 5.25637e+15 2.51646e+15 2.47551e+15 2.33826e+15 2.23811e+15 2.15742e+15 1.96787e+15 2.10495e+15 2.50704e+15 1.90684e+15 1.8814e+15 1.79754e+15 2.06512e+15
threshold=18.050000000000004 1.5000000000000002 10.500000000000002 44.678200800000006 40.810045900000013 72.010000000000005 100.05000000000001 45.005863250000004 45.053747000000008 39.071052600000009 54.708501450000007 54.762542150000009 56.135466100000009 1.5000000000000002 38.92948375000001 38.984911950000004 46.672631750000008 47.272352350000006 45.070824200000011 86.02500000000002 18.500000000000004 5.5000000000000009 103.85249100000001 150.04500000000004 50.973130900000008 53.973051950000006 102.01000000000001 55.912026600000011 20.507360500000004 28.619594500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -6 -5 9 -9 14 12 13 27 23 18 19 20 -16 -17 -18 26 -23 24 -10 -26 -19 -12 -13 -30
right_child=3 2 -4 7 6 -7 -8 8 10 -11 11 28 -14 -15 15 16 17 21 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-26165.196321575691 13904.327567140905 27456.216078323825 184064.08902530311 -13055.562263081294 -3279.3164962796181 64268.716990583125 -62888.573225516528 21095.992764287945 -7855.1558148636541 -7212.9872268972613 -20780.503215500175 98956.308421558206 -22915.900026192325 63453.001561882338 40179.079300177793 -13132.467940729659 28022.24292069691 -12867.794399070313 -4007.0358844600814 -73431.352341451071 -5399.9799062286947 -1510.4661455658993 37509.896106673754 183467.02895578873 -64781.356558577907 -12136.658991344251 -110673.7851231149 42982.715460033913 -58043.456562285537 444.19277376486701
leaf_weight=28119 70257 3300 636 99085 73102 12762 6315 83404 60254 35896 10545 1849 8162 22141 27523 154163 80837 169967 24241 7123 28247 216450 15162 481 18030 18154 2017 8246 6049 3025647
leaf_count=28119 70257 3300 636 99085 73102 12762 6315 83404 60254 35896 10545 1849 8162 22141 27523 154163 80837 169967 24241 7123 28247 216450 15162 481 18030 18154 2017 8246 6049 3025647
internal_value=0 -16473.8 52761.8 123.205 7142.55 21646.5 -8019.26 -153.295 164.358 12578.1 -214.863 820.406 27563 37628.7 -4094.23 -2197.4 -3862.86 -108.926 19486.8 -15795.5 19367.7 -5373.06 1043.92 -18297.7 -19304 -38368.8 -14014.8 7200.53 387.611 327.495
internal_weight=0 32055 3936 4.28611e+06 162436 83019 79417 4.12367e+06 4.02459e+06 119300 3.90529e+06 3.08264e+06 49094 40932 822649 725730 673966 512680 51764 161286 109084 403596 231612 96919 96438 36184 171984 18791 3.03354e+06 3.0317e+06
internal_count=4318164 32055 3936 4286109 162436 83019 79417 4123673 4024588 119300 3905288 3082639 49094 40932 822649 725730 673966 512680 51764 161286 109084 403596 231612 96919 96438 36184 171984 18791 3033545 3031696
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 5 1 0 0 2 3 6 5 4 5 5 5 1 1 5 3 1 1 1 5 1 1 1 1 1
split_gain=8.31417e+14 2.94629e+15 2.54507e+15 3.25821e+15 2.4995e+15 2.37298e+15 2.13612e+15 2.27227e+15 2.09818e+15 1.99137e+15 1.71907e+15 1.76943e+15 1.59371e+15 1.52349e+15 3.00201e+15 1.74634e+15 1.49401e+15 2.59336e+15 7.91219e+15 5.29294e+15 1.95376e+15 1.95252e+15 2.33906e+15 4.41794e+15 2.15404e+15 1.62302e+15 6.38467e+15 1.61009e+15 2.67397e+15 1.57135e+15
threshold=10.500000000000002 37.767735350000002 37.487839250000007 55.576287050000012 37.582182450000005 89.00500000000001 37.582182450000005 55.628356700000005 55.842510000000011 17.500000000000004 15.500000000000002 1.5000000000000002 177.02500000000003 3.5000000000000004 177.02500000000003 177.02500000000003 77.00500000000001 82.945329900000004 82.907204800000002 86.810000000000016 3.5000000000000004 30.346469350000003 49.073956850000009 49.148175700000003 109.05000000000001 44.083877800000003 43.94115175000001 39.899261850000009 39.614024000000008 37.971176850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -4 6 8 -8 9 -5 13 -12 -3 14 16 -15 29 18 20 -19 -18 24 25 -24 -22 26 27 28 -23 -1
right_child=1 12 3 5 -6 -7 7 -9 -10 -11 11 -13 -14 15 -16 -17 17 19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4550.5153976324746 4817.3650840253513 -2203.5398196930328 35460.876591886736 62017.440467092667 -36587.009013478746 135685.94355811123 85653.192427957198 12068.780441409326 29660.955128313613 160547.11347630675 -10876.772290738561 -404.70408509406241 116088.40591565616 -14167.750939069861 -114906.68295433927 51669.703806312384 -29288.202391085553 57253.720138237346 132959.44079895283 -20311.668505344318 29087.469955827954 -1897.8798817352772 171288.62406625025 21655.008468444561 118954.54340534884 -30326.457125196146 163080.08700232275 -32237.658851432727 55752.130794678655 1489.4947057372174
leaf_weight=541264 172894 424437 7872 5923 12400 2371 4754 35786 9973 3138 301173 347542 1142 99433 2239 4199 11075 10441 5524 55891 18308 48216 2078 39108 3122 14450 2510 12211 9657 2109033
leaf_count=541264 172894 424437 7872 5923 12400 2371 4754 35786 9973 3138 301173 347542 1142 99433 2239 4199 11075 10441 5524 55891 18308 48216 2078 39108 3122 14450 2510 12211 9657 2109033
internal_value=0 3207.64 11705.1 26189.3 -8609.46 37577.4 33672.8 20697.8 61307.9 96140.2 -600.254 -5266.48 -1886.11 412.558 840.454 -11500.1 930.349 8614.82 15284.5 -8102.48 11240.3 14239.5 9570.08 29204.6 42179.6 279.741 6371.97 759.604 7721.91 255.957
internal_weight=0 680690 255111 82217 20272 61945 59574 40540 19034 9061 3.63747e+06 648715 425579 2.98876e+06 2.88513e+06 103632 2.88289e+06 232591 166259 66332 160735 149660 128230 41186 21430 87044 72594 70084 57873 2.6503e+06
internal_count=4318164 680690 255111 82217 20272 61945 59574 40540 19034 9061 3637474 648715 425579 2988759 2885127 103632 2882888 232591 166259 66332 160735 149660 128230 41186 21430 87044 72594 70084 57873 2650297
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 0 5 1 1 1 3 1 0 3 3 1 0 0 0 1 1 1 5 0 1 3 1 0 1
split_gain=7.82735e+14 3.94505e+15 3.29017e+15 2.77188e+15 2.76465e+15 8.83606e+15 4.31399e+15 2.8883e+15 2.80361e+15 2.77265e+15 2.68619e+15 2.57464e+15 2.54152e+15 3.15793e+15 3.19454e+15 2.35542e+15 2.1356e+15 2.13322e+15 6.37383e+15 4.87704e+15 4.46189e+15 4.03826e+15 3.69253e+15 3.34059e+15 5.00232e+15 2.67472e+15 2.38775e+15 2.02222e+15 2.56326e+15 3.94634e+15
threshold=56.054485600000007 56.143542450000005 55.68356880000001 37.098288800000006 55.110554300000004 37.615058950000012 55.030402950000003 70.00500000000001 37.712318250000003 36.546174950000008 82.837870700000011 34.500000000000007 82.940215400000014 55.043101600000007 18.500000000000004 10.500000000000002 82.871296800000025 56.338501050000012 56.782419000000012 56.852744000000008 60.08989780000001 47.208373000000009 60.648383500000008 83.010000000000005 56.819808050000006 37.971176850000006 28.500000000000004 65.520339550000017 59.820733200000006 54.845880150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 4 -4 6 9 -1 8 -7 -6 -8 -11 13 -12 16 -2 -15 21 -19 20 -20 25 23 -22 -25 -3 -27 28 -21 -30
right_child=1 17 3 -5 5 7 10 -9 -10 11 12 -13 -14 14 -16 -17 -18 18 19 27 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-660.02975438709757 -14991.751941927381 -22317.574955282504 -46004.821160827225 8269.2494183072486 -77291.095160982397 -51183.963972481033 -16964.452782923869 -44198.693690077809 -11286.084089303658 13900.341152656323 77173.484021249693 364311.7204227121 8944.9931396957381 199060.89559775186 -12487.86165735125 -58664.651976736357 36300.668036445983 -26537.825879494794 -24189.227408296534 -11131.6963515116 32772.60459007413 -37535.229862833461 -11775.649262875369 22826.514629497797 172467.98852751465 28265.183435409519 596598.75101351354 11012.340634021388 2233.2650635896025 -85723.016143945017
leaf_weight=1943520 47968 11916 9560 599747 3376 19098 22288 37465 226413 138210 13878 210 88756 824 16837 16631 37244 96994 17685 296063 56618 13429 16049 4414 4523 71486 74 101967 399754 5167
leaf_count=1943520 47968 11916 9560 599747 3376 19098 22288 37465 226413 138210 13878 210 88756 824 16837 16631 37244 96994 17685 296063 56618 13429 16049 4414 4523 71486 74 101967 399754 5167
internal_value=0 -2220.53 816.316 7417.69 -762.207 -8126.7 711.048 -18336.3 -14389.7 12248.1 15529.3 14432 20126.4 34554.5 23782 -26235.3 39823.7 -805.264 -2179.07 439.586 21347.5 13360.7 31216.1 41741.3 98559.8 21548.4 28852.9 -2145.79 -4059.8 1110.9
internal_weight=0 1.16074e+06 3.15743e+06 609307 2.54812e+06 424772 2.12335e+06 282976 245511 141796 179827 138420 157539 68783 54905 64599 38068 1.09614e+06 999234 902240 99289 96905 81604 65555 8937 83476 71560 802951 700984 404921
internal_count=4318164 1160738 3157426 609307 2548119 424772 2123347 282976 245511 141796 179827 138420 157539 68783 54905 64599 38068 1096139 999234 902240 99289 96905 81604 65555 8937 83476 71560 802951 700984 404921
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 3 5 1 0 1 0 1 5 1 1 1 1 1 1 1 0 0 5 0 0 1 1 5
split_gain=8.14499e+14 2.29937e+15 1.56096e+15 1.45735e+15 2.81318e+15 5.44796e+15 2.12862e+15 3.61314e+15 2.78126e+15 2.01613e+15 1.18982e+16 4.21489e+15 5.6636e+15 4.66625e+15 3.76939e+15 3.50884e+15 5.3777e+15 3.26054e+15 7.17244e+15 5.90577e+15 3.17531e+15 4.37241e+15 3.70975e+15 3.63197e+15 3.58998e+15 3.14022e+15 3.13047e+15 3.87756e+15 3.13956e+15 3.3619e+15
threshold=91.398302750000013 84.920232800000022 48.713222300000005 83.015546400000019 54.811549550000009 54.920670650000005 82.991167100000027 9.5000000000000018 225.45000000000002 82.784560750000011 54.978840000000005 60.695889550000011 57.106514900000001 60.58031445000001 87.395000000000024 57.550671000000001 60.08989780000001 48.712293450000011 46.037218400000008 49.201680550000006 55.912026600000011 50.888703650000004 54.484631300000011 58.049540950000008 98.020000000000024 55.046835900000012 55.769960200000007 49.111504200000006 49.148175700000003 71.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -6 9 8 -8 11 -11 13 14 15 -13 17 -17 18 -1 26 21 -21 -22 -24 -23 -12 -19 -28 29 -29
right_child=2 -3 -4 4 5 -7 7 -9 -10 10 25 12 -14 -15 -16 16 -18 19 -20 20 22 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=262.53903458336555 120496.28014711337 -23422.178302343815 6475.6442873079104 -3328.2531479988206 107513.89602861246 15060.179269780565 38086.390055563556 -11556.229965511897 394589.13778727583 -9619.6573952635608 30927.065945016278 -20327.986258474964 5757.6164954190017 24050.570329076872 -89730.998809520228 -52240.018011154752 -2444.3869281941384 -2866.2178029706224 -25524.582343220496 10215.628731035657 -41978.760951883989 -14427.450509453443 33832.997459529935 -36391.26853992269 -133956.85726263674 8357.2814355719765 20257.592405148498 74283.592428536896 39769.785584310906 188596.56685042812
leaf_weight=2276405 1211 42400 140788 61563 7433 44719 11715 252087 223 242033 146079 163074 105927 81637 8220 32239 66266 21235 113225 115661 8948 118814 67097 8273 2567 106655 40181 10041 17989 3459
leaf_count=2276405 1211 42400 140788 61563 7433 44719 11715 252087 223 242033 146079 163074 105927 81637 8220 32239 66266 21235 113225 115661 8948 118814 67097 8273 2567 106655 40181 10041 17989 3459
internal_value=0 -253.25 7448.04 -15.6065 11148.3 28237.2 -331.4 -9010.51 44745.8 278.687 6226.9 -623.719 -12418.5 472.031 -23658.5 -191.172 -18741.6 460.533 -959.302 8650.65 2230.84 -3697.66 18897.5 26124.8 -16955.3 21402.5 30856.9 40848.7 67123.6 103573
internal_weight=0 4.17616e+06 141999 4.13376e+06 113715 52152 4.02005e+06 264025 11938 3.75602e+06 494767 3.26126e+06 277221 2.98404e+06 171294 2.9024e+06 98505 2.8039e+06 2.38963e+06 414265 321360 237042 84318 75370 121381 252734 92905 71670 31489 13500
internal_count=4318164 4176165 141999 4133765 113715 52152 4020050 264025 11938 3756025 494767 3261258 277221 2984037 171294 2902400 98505 2803895 2389630 414265 321360 237042 84318 75370 121381 252734 92905 71670 31489 13500
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 1 1 1 5 5 1 1 1 0 0 1 1 1 5 1 5 3 5 0 1 1 2 3 5 4
split_gain=8.59603e+14 2.43432e+15 3.41831e+15 1.31677e+15 1.28203e+15 1.38275e+15 1.11638e+15 1.37663e+15 1.26974e+15 1.25886e+15 1.0698e+15 1.01974e+15 1.04833e+15 1.01655e+15 2.21e+15 1.79034e+15 1.6217e+15 3.44549e+15 2.92693e+15 1.39173e+15 1.0657e+15 1.00635e+15 1.19205e+15 9.97953e+14 1.43773e+15 1.08418e+15 1.03723e+15 9.95702e+14 9.26142e+14 9.2331e+14
threshold=44.580511600000001 39.739656000000004 12.500000000000002 10.500000000000002 43.592450450000008 38.096381250000007 39.863684800000009 40.810045900000013 110.05000000000001 59.245000000000012 39.488326500000007 47.473138800000008 47.554129950000011 45.013473000000012 45.03656895000001 37.314272700000011 38.984911950000004 38.950530550000003 81.00500000000001 41.900971000000006 84.030000000000015 1.5000000000000002 114.05000000000001 43.592450450000008 38.422276900000007 39.630124250000001 13.500000000000002 21.500000000000004 49.010000000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 6 -4 -6 -3 9 -9 -8 -7 -10 -13 15 16 20 17 -15 -19 27 -2 22 -16 26 -25 -26 28 -17 -1 -27
right_child=13 3 4 -5 5 10 7 8 11 -11 -12 12 -14 14 21 19 -18 18 -20 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31
leaf_value=17822.405852249682 28928.820275285423 -32377.234746634811 140226.67809626454 -29218.59864593979 190561.83984761522 -100330.5686730845 20588.237869873319 4598.4506847175107 -96227.86840076113 96878.391703859874 53179.75277357403 105073.20175268799 -99948.874538133008 -4363.9539430119303 -22988.556020210333 -6048.1444748602626 7146.2410720583175 49038.994898601639 166297.64215482303 -47537.770542065598 163876.43457080005 -153.85012182059143 -247754.03570515953 35834.78589649716 -41355.030291672716 -4894.5034568736655 -621373.55434782605 -44195.963622949028 90713.972249836588 64592.849587971323
leaf_weight=3799 5790 7867 3043 14187 619 545 9647 65279 2280 2788 2718 625 415 8310 14013 109530 33083 7660 2948 9869 651 3971302 240 11170 6806 10078 23 7298 3221 2360
leaf_count=3799 5790 7867 3043 14187 619 545 9647 65279 2280 2788 2718 625 415 8310 14013 109530 33083 7660 2948 9869 651 3971302 240 11170 6806 10078 23 7298 3221 2360
internal_value=0 7503.29 27084.4 -926.874 91628.9 53534.3 3587.98 7079.58 1530.27 37692.9 27539.8 -58797.5 23261.5 -265.306 18.1927 -8862.72 20500.4 43853.5 81625.6 -11477.3 42568.1 -249.046 -26773.3 15151.5 7296.79 -9267.82 49070.8 -8431.16 51267.4 8290.1
internal_weight=0 147470 44382 103088 6925 3882 88901 81034 68599 12435 3263 3320 1040 4.17069e+06 4.03756e+06 133138 52001 18918 10608 126697 6441 3.98556e+06 14253 37457 30414 19244 7043 116828 7020 12438
internal_count=4318164 147470 44382 103088 6925 3882 88901 81034 68599 12435 3263 3320 1040 4170694 4037556 133138 52001 18918 10608 126697 6441 3985555 14253 37457 30414 19244 7043 116828 7020 12438
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=5 1 0 0 5 0 1 4 5 3 5 1 5 2 1 5 1 0 0 1 5 0 0 0 1 6 5 1 0 0
split_gain=8.16698e+14 1.77449e+15 1.29027e+15 1.40999e+15 1.22607e+15 1.84746e+15 1.86561e+15 1.02999e+15 2.60813e+15 3.08363e+15 2.30857e+15 1.78739e+15 2.57624e+15 1.67928e+15 1.43976e+15 1.85303e+15 1.63882e+15 1.60544e+15 1.56744e+15 1.50263e+15 2.78412e+15 3.49996e+15 2.16991e+15 2.00305e+15 2.83479e+15 2.46564e+15 1.65723e+15 1.55798e+15 1.51453e+15 2.68038e+15
threshold=30.025000000000002 37.342273500000012 54.940316550000006 55.87722990000001 18.050000000000004 55.56564190000001 37.832345550000007 2.5000000000000004 58.040000000000006 9.5000000000000018 118.33500000000002 30.305955500000003 137.05000000000004 9.5000000000000018 30.346469350000003 88.015000000000015 37.275078000000001 59.963407450000012 59.882016200000002 37.692869000000009 80.815000000000012 56.009576300000013 55.576287050000012 55.860536450000005 37.516458750000005 1.5000000000000002 161.85000000000002 37.998366300000008 55.591389050000011 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 -2 10 13 12 -9 -10 15 18 17 -16 -13 20 -18 22 -22 26 25 -25 -24 28 -21 -30
right_child=7 2 3 -5 5 6 -8 11 9 -11 -12 14 -14 -15 16 -17 19 -19 -20 27 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-24620.926927776174 -113.46575076210785 -10855.046551099453 -16563.464844912472 -7891.2855441917145 3011.1752491741686 57509.714238198292 11626.084720742365 -28577.833277878046 23098.084582721993 3372.6506676007975 -80919.592824752763 79071.120105385766 104686.25426063412 -269090.37577728427 -8348.7809369698862 66232.390776425163 -2020.8859618834188 -43681.116802134027 -19101.023096520326 -46012.200922998847 1872.5518823843265 -158631.85310093433 87860.335952333509 -254841.48980944324 79218.704050255212 -13332.380585759314 -438928.78720052086 -994.23270740987959 10034.547119301424 -48065.446395060972
leaf_weight=39957 2474728 102442 13940 66195 49984 16459 19197 37510 127922 435041 2189 2018 1509 197 54711 7097 47404 16812 8380 14786 8225 876 12737 538 2974 1973 60 715364 25384 11555
leaf_count=39957 2474728 102442 13940 66195 49984 16459 19197 37510 127922 435041 2189 2018 1509 197 54711 7097 47404 16812 8380 14786 8225 876 12737 538 2974 1973 60 715364 25384 11555
internal_value=0 -4960.84 -2032.02 3420.24 10939.5 15416.3 32806.2 381.248 1286.5 7414.62 20909 -2456.15 -23424 22648.8 -1577.27 26839.1 -2121.55 -16653.9 -48.1875 -886.928 12643.5 38029.7 44529 63720 13160.8 -65077.5 85390.4 -2206.07 -18966 -8139.89
internal_weight=0 308174 268217 165775 99580 85640 35656 4.00999e+06 3.04008e+06 565349 130308 969913 39019 128119 930894 17495 913399 71523 10398 841876 74787 27383 26507 18282 5485 2511 12797 767089 51725 36939
internal_count=4318164 308174 268217 165775 99580 85640 35656 4009990 3040077 565349 130308 969913 39019 128119 930894 17495 913399 71523 10398 841876 74787 27383 26507 18282 5485 2511 12797 767089 51725 36939
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=3 0 0 3 5 1 1 0 0 1 0 1 6 0 1 5 0 1 3 0 0 1 1 1 0 3 5 1 0 3
split_gain=7.26921e+14 1.89777e+15 2.72321e+15 1.69131e+15 2.88792e+15 2.22991e+15 3.92843e+15 1.89765e+15 3.02653e+15 2.21416e+15 1.62779e+15 2.38792e+15 2.00741e+15 1.76598e+15 2.70169e+15 1.74105e+15 1.7143e+15 2.69737e+15 1.74147e+15 1.51121e+15 3.5094e+15 1.4367e+15 1.39233e+15 1.35721e+15 1.34065e+15 2.18665e+15 2.16302e+15 1.62835e+15 1.31376e+15 1.30629e+15
threshold=24.500000000000004 55.769960200000007 55.74310830000001 21.500000000000004 107.05000000000001 37.615058950000012 37.503486000000002 55.777112100000004 55.727011600000004 30.346469350000003 55.619594000000006 37.914142000000005 1.5000000000000002 55.628356700000005 37.66934650000001 52.405000000000008 55.576287050000012 37.752451500000006 34.500000000000007 55.551692500000009 55.795550600000006 37.362912300000012 37.597123000000003 82.911991800000024 56.791364150000007 28.500000000000004 83.010000000000005 37.314272700000011 43.592450450000008 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 5 6 7 8 -5 -9 16 12 13 -12 -15 -16 18 -18 -2 -8 -21 -4 -22 28 25 26 -3 -28 -7 -23
right_child=1 24 21 4 -6 23 19 9 -10 -11 11 -13 -14 14 15 -17 17 -19 -20 20 22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-127.06206164251144 3086.2119498989246 -29725.477027064884 -34574.679041830343 27402.809835546028 83283.291161524612 142674.9506814458 -19750.041971721163 26346.299764285046 179214.33867941611 -15662.26360389872 -128094.67349938213 53187.707195059622 31006.815555508379 19841.308612382461 -23835.626613781023 -88584.421921555884 107156.32695826988 -131866.71529475227 286776.12296766991 164313.86964175032 62109.206079414202 21724.860007538256 -65759.189881257989 31232.641985362876 -4890.9823723232894 12647.34284359722 -288993.36571112892 -85436.338056324807 -6897.030010504157 108715.04899021171
leaf_weight=3887566 76426 38072 1424 11294 5177 591 1560 21652 1486 29836 2061 4076 4818 7148 9030 7689 3263 552 217 3708 6052 2806 991 10980 67888 11428 449 3150 92288 4486
leaf_count=3887566 76426 38072 1424 11294 5177 591 1560 21652 1486 29836 2061 4076 4818 7148 9030 7689 3263 552 217 3708 6052 2806 991 10980 67888 11428 449 3150 92288 4486
internal_value=0 -5290.46 3403.53 318.196 9643.8 7530.99 20477.3 10564.4 45054.8 2003.39 -671.382 -18734 -28268.7 -39283.4 -31614.2 -53613.3 7146.06 72571.6 3889.43 72226.7 85572.8 57299.4 44117.2 -2014.83 -14200.7 -26103.3 -36730.4 -110831 -5945.29 75240.8
internal_weight=0 244983 123996 4.07318e+06 185615 180438 76579 64268 12780 51488 115280 34822 30746 25928 23867 16719 80458 3815 76643 12311 10751 8716 7043 103859 120987 53099 41671 3599 92879 7292
internal_count=4318164 244983 123996 4073181 185615 180438 76579 64268 12780 51488 115280 34822 30746 25928 23867 16719 80458 3815 76643 12311 10751 8716 7043 103859 120987 53099 41671 3599 92879 7292
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=5 1 4 4 5 3 5 1 5 1 1 0 1 5 1 0 1 5 0 6 5 0 0 0 5 1 1 1 1 0
split_gain=7.04398e+14 1.05851e+15 8.79051e+14 7.87192e+14 2.18374e+15 2.51067e+15 1.86994e+15 1.49748e+15 2.09413e+15 1.42255e+15 2.46757e+15 1.22358e+15 1.12993e+15 1.50589e+15 1.31102e+15 1.29672e+15 1.1745e+15 2.3993e+15 2.10786e+15 1.84062e+15 3.08441e+15 3.00173e+15 2.19293e+15 2.06105e+15 1.33634e+15 1.33146e+15 1.27138e+15 1.26133e+15 4.14617e+15 3.56761e+15
threshold=27.010000000000002 37.39371280000001 2.5000000000000004 2.5000000000000004 58.040000000000006 9.5000000000000018 118.33500000000002 30.305955500000003 137.05000000000004 30.468306550000005 37.998366300000008 54.708501450000007 30.346469350000003 85.020000000000024 37.275078000000001 59.963407450000012 37.692869000000009 67.990000000000023 56.054485600000007 1.5000000000000002 94.040000000000006 55.455204450000004 55.645049100000001 55.695992150000002 64.020000000000024 37.39371280000001 37.342273500000012 65.520339550000017 60.837513500000007 54.978840000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 9 8 -5 -6 -11 -10 13 -9 15 -14 17 -16 19 20 -19 -21 -22 -23 -18 -24 -25 28 -26 -29
right_child=3 -3 -4 7 5 -7 -8 12 11 10 -12 -13 14 -15 16 -17 24 18 -20 21 22 23 25 26 27 -27 -28 29 -30 -31
leaf_value=-26506.022172284542 -199.93997709738392 -2953.8764049588804 182404.35359142287 -26061.647660177037 45293.724353717356 3007.3167826994427 -72814.927538412841 -3502.2267186877248 388607.07468507753 -14491.910881444306 23400.213991302069 66554.491949489442 -7448.1652554161747 55318.987295795014 -17697.945957789019 -39197.899433932806 4037.7037405669707 -11018.217807166264 -100412.5638078515 -21806.51143402158 -663.69491279047088 93044.022894639871 -144857.42584420196 -63157.682217848807 -5389.2557166162705 199622.8070103327 42462.578660834137 -18790.690859904727 -48318.55644828295 11535.966999976048
leaf_weight=25814 2613114 143577 203 37543 19463 435041 2189 9399 129 21401 87255 1380 54774 8106 20805 16812 249490 19228 1365 6028 1251 9615 121 1244 314359 1543 13590 56814 24232 122279
leaf_count=25814 2613114 143577 203 37543 19463 435041 2189 9399 129 21401 87255 1380 54774 8106 20805 16812 249490 19228 1365 6028 1251 9615 121 1244 314359 1543 13590 56814 24232 122279
internal_value=0 -6316.89 -24876 258.235 1019.25 6654.49 18830.8 -2235.15 -21419.1 20396.6 15936.9 94085.8 -1430.51 23736 -1912.73 -14904.6 -808.132 11153.9 22273 25455.5 3513.6 41397.3 99368.8 56980.5 -1974.28 174573 33605.1 -4871.67 -8461.58 1915.39
internal_weight=0 169594 26017 4.14857e+06 3.17846e+06 565349 130308 970107 39052 128119 108656 1509 931055 17505 913550 71586 841964 74790 53985 52620 22143 30477 2915 24449 767174 1664 14834 517684 338591 179093
internal_count=4318164 169594 26017 4148570 3178463 565349 130308 970107 39052 128119 108656 1509 931055 17505 913550 71586 841964 74790 53985 52620 22143 30477 2915 24449 767174 1664 14834 517684 338591 179093
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=0 1 0 1 3 0 3 0 0 1 5 1 5 0 0 1 1 0 0 5 1 1 0 0 5 0 3 1 3 1
split_gain=6.60933e+14 2.32257e+15 2.5827e+15 1.37018e+15 1.3701e+15 1.21088e+15 1.15853e+15 1.02041e+15 1.45167e+15 1.43813e+15 1.31105e+15 1.25563e+15 1.35012e+15 1.07649e+15 3.19111e+15 4.13274e+15 2.62688e+15 2.4797e+15 5.57103e+15 2.10748e+15 1.82083e+15 1.71057e+15 1.66807e+15 1.66017e+15 1.50749e+15 1.49431e+15 1.4795e+15 1.39827e+15 1.37386e+15 1.33902e+15
threshold=44.678200800000006 39.739656000000004 43.592450450000008 37.620907050000007 12.500000000000002 44.226894250000008 10.500000000000002 45.005863250000004 45.053747000000008 39.036172050000012 46.010000000000012 37.328003200000005 64.020000000000024 47.155083450000006 47.249522000000006 39.694727950000008 38.984911950000004 51.636650050000007 50.973130900000008 87.00500000000001 39.753614400000011 38.92948375000001 45.070824200000011 51.67657710000001 132.05000000000004 47.222459950000008 3.5000000000000004 36.585378200000001 10.500000000000002 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 11 9 10 -9 -2 -13 16 15 -15 21 18 -16 29 25 28 -23 24 -19 -17 27 -25 -10 -18
right_child=7 5 3 -5 -6 -7 -8 8 13 -11 -12 12 -14 14 17 20 19 23 -20 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=44110.971408203062 15174.940403902388 4294.192338783846 83925.881113751937 8609.309239564338 124409.28471803242 -47978.885426858862 -26587.026074616013 3919.4639046667758 2859.8122544762923 -2740.5938066066269 31140.583957199364 -8908.4040518558049 -40933.733635789577 -809.3022460413963 -2801.5147510120437 24774.242597229091 -8288.4527879084981 29351.255815074459 -49572.200837331249 -67915.846668406244 13107.881139073937 36077.043339736301 -381.64068443018891 -38941.082467401713 411273.10309495195 75756.671893155595 515.43394485339365 -6324.2458546581292 -43999.228668828931 -37738.012231433611
leaf_weight=7043 16261 86552 2552 45138 3043 5560 14132 30558 22241 47217 42027 66980 16384 47194 117554 8651 149843 16498 32511 6850 13305 27635 22988 14380 104 17139 3259071 152834 8706 17213
leaf_count=7043 16261 86552 2552 45138 3043 5560 14132 30558 22241 47217 42027 66980 16384 47194 117554 8651 149843 16498 32511 6850 13305 27635 22988 14380 104 17139 3259071 152834 8706 17213
internal_value=0 6226.18 22362.9 12639.7 68337.4 -2549.03 -40.2936 -245.831 -0.156331 10843.8 19680.6 -10244.3 -15202.5 -330.328 105.528 19109.3 -6607.32 -350.87 -12934.2 -13552 43154.3 8198.65 19521.1 197.599 31743.7 58655.1 44.7433 -9129.21 -10322.6 -11322.9
internal_weight=0 164020 57776 47690 10086 106244 100684 4.15414e+06 4.05452e+06 119802 72585 99625 83364 3.93472e+06 3.67924e+06 86289 255476 3.59295e+06 150065 173906 39095 81570 50623 3.44289e+06 16602 25790 3.42628e+06 167214 30947 167056
internal_count=4318164 164020 57776 47690 10086 106244 100684 4154144 4054519 119802 72585 99625 83364 3934717 3679241 86289 255476 3592952 150065 173906 39095 81570 50623 3442887 16602 25790 3426285 167214 30947 167056
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=3 6 1 1 0 2 0 0 1 1 0 0 1 1 5 5 1 0 1 0 5 0 0 1 0 0 5 3 1 0
split_gain=6.83471e+14 1.90955e+15 2.78957e+15 1.93483e+15 1.74912e+15 1.49116e+15 1.47365e+15 2.64722e+15 2.34307e+15 1.39493e+15 1.38778e+15 2.66271e+15 1.93572e+15 1.91296e+15 1.39442e+15 1.37144e+15 1.28768e+15 1.98986e+15 1.72531e+15 2.14136e+15 1.64883e+15 1.63947e+15 1.40104e+15 1.28574e+15 6.80015e+15 1.64958e+15 1.24782e+15 1.21858e+15 1.21162e+15 3.47125e+15
threshold=15.500000000000002 1.5000000000000002 38.969379750000009 38.92948375000001 43.592450450000008 15.500000000000002 59.904813200000007 59.846652800000008 35.911716050000003 37.889331900000009 55.727011600000004 55.695992150000002 37.971176850000006 37.998366300000008 85.020000000000024 150.04500000000004 43.574807850000006 47.272352350000006 44.005491150000005 55.050600750000008 73.405000000000015 55.745923000000012 47.208883950000008 38.233559750000005 56.281985950000006 56.367862600000002 114.05000000000001 26.500000000000004 37.436176200000013 55.551692500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 9 -4 -1 7 8 -2 28 11 13 14 -11 -12 -10 17 22 26 -20 -19 -21 -6 -14 -25 -26 -18 -8 -3 -30
right_child=1 2 4 -5 16 -7 27 -9 15 10 12 -13 23 -15 -16 -17 18 20 19 21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=818.57870781905171 -48071.06376434605 4217.3685580583069 67939.299964616177 42294.007290780472 -10918.866562161109 -266299.59657548968 -17738.158397978856 29743.667509446896 -4885.1693914312527 -60765.388200425863 -66170.189667570914 55650.47718054062 -20088.764321901643 6469.1452650689407 -281030.73861236573 131350.42456206452 49043.515305866902 -25364.058685404394 12392.486225013985 -32568.428346136745 -92200.617926045685 -3199.1051072757682 18005.542277924644 -18689.162625763816 612414.44201124238 -173026.50750000001 410843.18994845363 -92067.755920655589 -13132.597506570339 30645.500682911777
leaf_weight=3073714 12762 133836 3330 16533 114580 209 61252 21896 505436 6015 5385 7686 11645 14274 320 740 5528 20286 72333 24510 4512 84658 19613 1322 246 30 97 2288 24622 68506
leaf_count=3073714 12762 133836 3330 16533 114580 209 61252 21896 505436 6015 5385 7686 11645 14274 320 740 5528 20286 72333 24510 4512 84658 19613 1322 246 30 97 2288 24622 68506
internal_value=0 -1977.45 1829.89 9072.6 -4189.42 800.417 -6008.37 -4315.85 -5752.95 7067.21 -8628.34 5525.16 -29524.7 -13463.6 -78222 -4686 -4883.37 -11500.6 738.903 -951.49 -37525 -9793 -6691.41 -8546.22 75567 527040 55282.5 -20414.7 10312.1 19071.1
internal_weight=0 1.24424e+06 639867 290420 349447 3.07392e+06 604374 540834 518938 273887 46923 27975 18948 20289 5705 506176 346117 158991 187126 181501 24798 109168 134193 13243 1598 276 5625 63540 226964 93128
internal_count=4318164 1244241 639867 290420 349447 3073923 604374 540834 518938 273887 46923 27975 18948 20289 5705 506176 346117 158991 187126 181501 24798 109168 134193 13243 1598 276 5625 63540 226964 93128
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 0 3 1 5 3 1 5 1 4 4 5 3 1 5 4 1 1 5 1 5 1 5 4
split_gain=6.58444e+14 2.02252e+15 1.33334e+15 3.02429e+15 1.20767e+15 8.69843e+14 4.06177e+15 2.112e+15 1.41369e+15 1.42172e+15 8.81839e+14 8.41307e+14 6.75688e+14 6.30437e+14 9.78838e+14 8.33462e+14 7.15455e+14 1.59432e+15 2.10952e+15 1.95856e+15 2.14335e+15 2.38541e+15 1.40165e+15 1.35284e+15 1.3341e+15 1.30999e+15 1.23932e+15 1.30716e+15 1.42202e+15 1.82996e+15
threshold=91.398302750000013 86.192907650000009 61.785186750000001 56.121679000000007 48.713222300000005 104.38035940000002 52.485928400000006 53.516665650000007 11.500000000000002 92.928903050000017 68.00500000000001 9.5000000000000018 113.46563545000002 23.035000000000004 36.585378200000001 2.5000000000000004 2.5000000000000004 58.040000000000006 9.5000000000000018 65.520339550000017 99.555000000000021 1.5000000000000002 30.468306550000005 30.243224600000001 79.010000000000005 37.998366300000008 161.85000000000002 30.305955500000003 91.050000000000011 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -2 6 10 -8 9 11 -6 -9 -7 14 15 -1 17 -15 19 20 22 -22 -19 -23 -21 -24 27 28 -18 -30
right_child=2 -3 -4 -5 5 12 7 8 -10 -11 -12 -13 -14 16 -16 -17 26 18 -20 24 21 23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-46116.142363920379 108676.16903839931 -36656.749151136333 53548.471273878626 -43493.528396216767 61290.056286031861 -21885.917734972139 -38240.307248663419 22947.823631225765 -7926.5877137545467 -4439.7614218773369 141492.29847309407 57714.277673115816 7130.1322925537888 -231.74701817383232 -5144.4592852751975 225095.06588569973 -33249.376885606624 40014.474305122538 2345.3645799484298 38973.685266662775 -188452.61065171729 149859.34361642422 -11689.041743875028 -42223.80856024081 123777.40958790533 16832.938671661963 33306.130444606846 -1940.0880334970132 35893.584540261145 -50525.121919419085
leaf_weight=7713 1211 15185 5825 11888 7784 14387 9473 23634 23776 14341 1664 9866 18150 2592266 83211 115 27071 18846 428096 12008 1060 435 21208 2334 2194 66898 9643 876484 7832 3566
leaf_count=7713 1211 15185 5825 11888 7784 14387 9473 23634 23776 14341 1664 9866 18150 2592266 83211 115 27071 18846 428096 12008 1060 435 21208 2334 2194 66898 9643 876484 7832 3566
internal_value=0 -227.7 6696.63 4692.48 9301.49 8323.69 13363.4 6133.61 12003.1 21907.7 75415.4 33186.8 -5700 -94.7569 -8324.82 -42131.8 89.3384 808.19 5682.34 17112.3 12630.1 -60883.1 15262 -12048.2 52074.6 9967.41 -2356.09 -2731.95 -20773.8 8856.46
internal_weight=0 4.17616e+06 141999 136174 124286 123075 90538 81090 71617 47841 9448 33500 32537 4.16098e+06 91039 7828 4.06994e+06 3.14534e+06 553079 124983 110781 3829 106952 2769 14202 88106 924596 914953 38469 11398
internal_count=4318164 4176165 141999 136174 124286 123075 90538 81090 71617 47841 9448 33500 32537 4160980 91039 7828 4069941 3145345 553079 124983 110781 3829 106952 2769 14202 88106 924596 914953 38469 11398
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=4 5 5 4 1 1 5 1 3 1 3 0 1 2 1 0 0 1 5 3 0 1 0 1 2 0 0 1 0 5
split_gain=5.69734e+14 1.71556e+15 1.01414e+15 1.97137e+15 1.55321e+15 1.19284e+15 1.07762e+15 8.59163e+14 8.17394e+14 8.06628e+14 6.61383e+14 1.55569e+15 1.4991e+15 1.46214e+15 1.89075e+15 1.84742e+15 1.89889e+15 2.22548e+15 2.66462e+15 2.02578e+15 1.64118e+15 1.62319e+15 1.47048e+15 1.40536e+15 1.18659e+15 1.04678e+15 1.03506e+15 3.55611e+15 2.04027e+15 2.1133e+15
threshold=4.5000000000000009 225.45000000000002 225.45000000000002 3.5000000000000004 82.981501350000016 30.502469200000004 142.05000000000004 83.026705000000007 3.5000000000000004 28.619594500000002 15.500000000000002 43.592450450000008 103.85249100000001 10.500000000000002 37.777459000000007 55.860536450000005 55.576287050000012 37.328003200000005 79.730000000000018 34.500000000000007 55.695992150000002 37.582182450000005 55.455204450000004 39.969502550000009 15.500000000000002 55.535913550000011 59.820733200000006 37.457850350000008 55.885524800000006 59.245000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 10 -6 -8 -10 24 23 13 -13 15 16 19 20 -19 21 -18 22 -15 -12 -1 -23 27 28 29 -17
right_child=1 -3 3 4 7 -7 8 -9 9 -11 11 12 -14 14 -16 26 17 18 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=828.69211547611235 -31919.984816340861 79242.581597284938 -387528.72393663198 -32179.764849188483 354222.07320418558 -88963.606412304493 -61998.924170280705 -179024.02196428573 166512.4863249154 31817.192456868641 83765.112265356001 -5633.6116143457812 63996.862777351824 -9927.7648132969971 -3110.7891035726552 -59883.442846427257 36823.302431847835 28435.316456240675 100269.71299465721 461058.01186003996 -39032.806476042322 -10291.611143493654 47850.797637156611 -48996.928705609702 -238025.66586444562 -70874.171361057248 6128.7665273146367 14501.168863606958 -30218.14588306937 -221690.18324408398
leaf_weight=3050392 12815 1557 144 413 221 1892 893 35 464 10633 3718 641523 3417 10025 368721 2309 4489 53717 5713 94 7822 8162 7857 1015 208 4384 83084 19121 12085 1241
leaf_count=3050392 12815 1557 144 413 221 1892 893 35 464 10633 3718 641523 3417 10025 368721 2309 4489 53717 5713 94 7822 8162 7857 1015 208 4384 83084 19121 12085 1241
internal_value=0 -19877.1 66.3773 -61144.7 87783.3 -110080 104.874 281317 30042.4 37449.2 21.1842 -1927.71 -2147.23 -2330.93 1267.34 8601.68 18436.3 27324.5 35340.7 -2455.12 -11373.1 -3887.03 15459 55294.1 812.406 -31461.2 67.0792 -14423.3 -49796.9 -116447
internal_weight=0 14372 4.30379e+06 2705 669 2036 4.30109e+06 256 11990 11097 4.2891e+06 1.2385e+06 1.23376e+06 1.23035e+06 588824 220103 102263 71741 59430 30522 12311 30428 17882 4733 3.0506e+06 12546 117840 34756 15635 3550
internal_count=4318164 14372 4303792 2705 669 2036 4301087 256 11990 11097 4289097 1238497 1233764 1230347 588824 220103 102263 71741 59430 30522 12311 30428 17882 4733 3050600 12546 117840 34756 15635 3550
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=5 4 3 1 3 0 6 3 5 3 0 3 0 1 3 5 1 1 0 0 0 0 1 3 0 3 1 0 0 1
split_gain=5.45673e+14 1.71828e+15 1.06844e+15 7.96739e+14 5.24132e+14 1.43812e+15 1.66239e+15 2.14391e+15 2.7509e+15 1.97445e+15 2.93311e+15 2.74416e+15 1.29631e+15 2.09657e+15 1.25312e+15 2.20236e+15 1.74825e+15 3.46475e+15 1.38905e+15 1.77171e+15 1.35148e+15 2.43933e+15 1.85463e+15 1.28078e+15 1.24766e+15 1.24179e+15 1.19634e+15 1.41929e+15 1.14691e+15 1.36769e+15
threshold=18.050000000000004 1.5000000000000002 5.5000000000000009 38.633372000000001 24.500000000000004 55.619594000000006 1.5000000000000002 25.500000000000004 75.750000000000014 32.500000000000007 55.806974650000008 29.500000000000004 55.576287050000012 37.752451500000006 21.500000000000004 107.05000000000001 37.597123000000003 37.503486000000002 55.551692500000009 55.834684950000003 55.777112100000004 55.727011600000004 30.346469350000003 23.500000000000004 55.628356700000005 33.500000000000007 37.914142000000005 60.035045000000004 55.74310830000001 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 14 12 7 8 24 10 11 -9 25 -14 -2 16 17 20 -19 -20 21 23 -22 -16 -7 -6 27 -10 -11 -30
right_child=4 2 3 -5 5 6 -8 9 26 28 -12 -13 13 -15 15 -17 -18 18 19 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-21660.88408478766 -16.70887314106508 2339.575484256387 217876.88212087128 65996.732572453955 2886.961785986462 -97655.662157600091 4958.2746026094164 124124.09981659081 -136684.20967083861 -65930.124023752898 -5937.4506446421219 13693.092706780602 93993.714314133307 -116917.21306267547 41689.572108028638 72707.225872925934 -1763.5450819024115 -18891.507582618557 138320.25988280497 49406.128802455547 24430.103330534446 159289.79520436999 -14039.250424068357 -37242.128700039975 -17936.649469285421 196127.90479597446 -20346.474680795716 -10991.836323868039 123476.32467420514 -18877.460142120926
leaf_weight=28119 3855989 2189 474 1273 76290 2029 52317 4089 4211 5288 18618 5004 3259 551 8535 5177 105190 1499 3723 5630 21645 1479 29767 2708 60574 334 2070 1142 735 8256
leaf_count=28119 3855989 2189 474 1273 76290 2029 52317 4089 4211 5288 18618 5004 3259 551 8535 5177 105190 1499 3723 5630 21645 1479 29767 2708 60574 334 2070 1142 735 8256
internal_value=0 -12998.7 48884.4 107205 97.2149 -4396.19 -9758.83 -16632.4 -27345.3 1233.26 16799.1 63352.4 6560.13 63491.9 369.361 8400.97 6553.25 18220 70475.9 84798.8 9377.89 38559.9 2156.76 22678 -20520.4 3729.29 -84904.6 -109869 -28975.1 -7240.26
internal_weight=0 32055 3936 1747 4.28611e+06 244767 164333 112016 70026 41990 27711 9093 80434 3810 4.04134e+06 185353 180176 74986 10852 9353 64134 12722 51412 11243 62603 76624 7423 5353 14279 8991
internal_count=4318164 32055 3936 1747 4286109 244767 164333 112016 70026 41990 27711 9093 80434 3810 4041342 185353 180176 74986 10852 9353 64134 12722 51412 11243 62603 76624 7423 5353 14279 8991
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=0 1 5 5 1 1 0 0 0 0 1 5 0 1 1 0 1 0 1 0 0 5 3 3 0 5 3 5 1 0
split_gain=5.22884e+14 1.97506e+15 2.06544e+15 1.91928e+15 2.03554e+15 2.9709e+15 1.63198e+15 1.99058e+15 2.50964e+15 4.05072e+15 2.43e+15 1.95062e+15 1.42996e+15 1.41422e+15 2.18265e+15 1.55593e+15 1.29716e+15 1.63814e+15 1.4367e+15 1.90394e+15 1.37608e+15 1.29097e+15 1.21224e+15 1.20473e+15 1.18211e+15 1.16864e+15 1.1272e+15 1.30145e+15 1.1128e+15 1.07976e+15
threshold=45.067452850000002 40.810045900000013 68.00500000000001 83.010000000000005 39.704585000000002 38.984911950000004 46.672631750000008 47.272352350000006 51.636650050000007 50.973130900000008 39.630124250000001 64.805000000000021 51.67657710000001 38.92948375000001 37.314272700000011 45.03656895000001 39.925119750000007 44.039893800000009 39.739656000000004 43.592450450000008 43.642715500000008 69.015000000000015 3.5000000000000004 10.500000000000002 47.155083450000006 132.05000000000004 17.500000000000004 54.990000000000002 36.585378200000001 45.047272400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 16 5 13 11 10 9 -9 -8 -2 25 14 -5 -15 18 20 19 -1 -18 -11 28 -4 -12 -10 27 -26 -14 -16
right_child=6 2 23 4 -6 -7 7 8 12 21 24 -13 22 15 29 -17 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=50602.254397866753 -5051.7443540657605 620.41215903697321 -19714.012498348689 164290.10922862613 93106.79199750704 -20710.638563245877 -9054.1634908054984 -3933.9400775650811 27335.812531046584 -35945.441648021719 -11433.343395741291 -33318.753750697564 -34876.246429065803 130627.82578064612 7791.7869858683889 43102.932849250603 43736.265604275046 -45240.70448716871 -24559.2700184442 3602.4808508316996 163355.13581668914 -90887.978096128179 449.14048700816869 -66865.407378586126 22419.353453467251 363605.69200721156 6718.247624417756 55073.414744367488 -5778.7233378723549 -151983.87930293792
leaf_weight=8896 141812 73506 25978 884 4422 10896 35690 101216 16498 27445 9324 29489 14380 3113 6805 5844 6330 1764 17365 276891 1134 5066 3259071 6847 34134 104 20976 18999 152834 451
leaf_count=8896 141812 73506 25978 884 4422 10896 35690 101216 16498 27445 9324 29489 14380 3113 6805 5844 6330 1764 17365 276891 1134 5066 3259071 6847 34134 104 20976 18999 152834 451
internal_value=0 3221.76 -8693.18 6896.2 30057.2 20097.4 -375.849 66.4316 -357.115 -13797.8 12783.2 -9917.83 164.942 46104.5 15935 73522.2 4492.83 41427.3 3368.54 5065.49 61909.9 -44506.8 23.0789 -29549.4 22124.6 29442.3 26346.7 34095.6 -8281.04 -2139.14
internal_weight=0 451126 106331 344795 32415 27993 3.86704e+06 3.69574e+06 3.57661e+06 133727 119123 171301 3.44289e+06 17097 8140 8957 312380 9228 303152 285787 7464 32511 3.42628e+06 32825 83433 16602 74109 53133 167214 7256
internal_count=4318164 451126 106331 344795 32415 27993 3867038 3695737 3576614 133727 119123 171301 3442887 17097 8140 8957 312380 9228 303152 285787 7464 32511 3426285 32825 83433 16602 74109 53133 167214 7256
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 3 0 5 1 0 1 0 1 5 5 1 1 1 1 1 3 0 1 1 1 0 0 5 0
split_gain=5.17469e+14 1.64406e+15 1.18685e+15 2.21731e+15 4.43219e+15 1.96202e+15 2.84495e+15 1.95846e+15 1.7618e+15 1.47968e+15 9.33235e+15 3.17411e+15 4.28909e+15 3.95203e+15 2.92441e+15 2.86699e+15 2.77132e+15 4.40889e+15 2.70207e+15 5.64157e+15 4.74935e+15 2.69011e+15 2.60158e+15 3.45876e+15 2.57832e+15 3.53367e+15 3.03042e+15 2.91341e+15 2.81868e+15 2.41895e+15
threshold=91.398302750000013 84.920232800000022 83.015546400000019 54.811549550000009 54.920670650000005 82.991167100000027 9.5000000000000018 55.050600750000008 225.45000000000002 82.784560750000011 54.978840000000005 60.695889550000011 57.106514900000001 60.58031445000001 104.75000000000001 102.01000000000001 57.550671000000001 60.08989780000001 48.712293450000011 46.037218400000008 49.201680550000006 17.500000000000004 55.777112100000004 49.111504200000006 55.912026600000011 50.888703650000004 53.719078300000007 58.049540950000008 99.555000000000021 55.043101600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 9 8 -6 -7 11 21 13 15 16 -15 -13 18 -18 19 -1 22 -11 -20 -24 25 -22 -26 -28 -27 -12
right_child=-2 -3 3 4 7 6 -8 -9 -10 10 29 12 -14 14 -16 -17 17 -19 20 -21 24 -23 23 -25 26 28 27 -29 -30 -31
leaf_value=237.57044062813918 5936.6114540832314 -19793.013712496631 -2778.507637077435 96750.482781299957 21232.617303955274 33782.004762194148 -10877.379929596464 -42269.384254666948 317522.26269618841 -4784.0912579737878 28250.997261874512 -18562.823552527076 5108.7742277042234 18074.588727966202 109500.53220729926 -107332.92594416701 -46949.979373309681 -1862.3523511215431 -128.35142906852593 -22632.602934640225 9310.8376306740884 -37473.707876108019 18648.195667684868 64195.751176376027 -39077.871942471567 -12912.359629129847 30424.299248314703 -32453.138307674282 -120522.08291253257 8670.1998947196862
leaf_weight=2276405 141999 42400 61563 7433 39175 11715 252087 5544 223 213494 131208 167575 105927 77974 3663 3719 32239 66266 24522 113225 115661 28539 39574 28809 8603 118896 67442 8273 2485 121526
leaf_count=2276405 141999 42400 61563 7433 39175 11715 252087 5544 223 213494 131208 167575 105927 77974 3663 3719 32239 66266 24522 113225 115661 28539 39574 28809 8603 118896 67442 8273 2485 121526
internal_value=0 -201.858 -0.911784 10073.8 25245.3 -285.894 -8618.44 13360 39082.2 299.831 5395.62 -473.253 -10708.7 477.634 22176.8 -20490.1 -132.707 -16618.8 446.472 -846.06 7902.26 -8638.64 27816.1 37836.9 2145.19 -3197.01 17163.6 23554 -15115.4 18835.7
internal_weight=0 4.17616e+06 4.13376e+06 113715 52152 4.02005e+06 264025 44719 11938 3.75602e+06 494767 3.26126e+06 277221 2.98404e+06 81637 171294 2.9024e+06 98505 2.8039e+06 2.38963e+06 414265 242033 92905 68383 321360 237042 84318 75715 121381 252734
internal_count=4318164 4176165 4133765 113715 52152 4020050 264025 44719 11938 3756025 494767 3261258 277221 2984037 81637 171294 2902400 98505 2803895 2389630 414265 242033 92905 68383 321360 237042 84318 75715 121381 252734
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=3 6 1 1 1 0 5 0 1 3 3 5 1 1 1 1 3 0 5 1 0 1 1 1 4 5 0 0 1 3
split_gain=6.02977e+14 1.46325e+15 2.26723e+15 1.17745e+15 1.53378e+15 2.29473e+15 1.26796e+15 1.10182e+15 1.08805e+15 1.95319e+15 1.27343e+15 1.65373e+15 1.2714e+15 1.86535e+15 2.36918e+15 1.71704e+15 1.07232e+15 1.48036e+15 1.07016e+15 1.62962e+15 1.25787e+15 1.29105e+15 4.47478e+15 1.06835e+15 1.04341e+15 1.42257e+15 1.1352e+15 3.67394e+15 2.84333e+15 2.61484e+15
threshold=15.500000000000002 1.5000000000000002 38.984911950000004 39.694727950000008 39.739656000000004 47.236539400000005 74.010000000000005 55.826364100000013 56.135466100000009 17.500000000000004 24.500000000000004 73.405000000000015 37.66934650000001 37.417247200000006 37.475443250000005 37.39371280000001 25.500000000000004 60.035045000000004 89.00500000000001 37.692869000000009 55.899899800000007 38.781124500000011 38.233559750000005 30.434657650000002 3.5000000000000004 177.02500000000003 59.904813200000007 59.982527000000012 30.502469200000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 7 -3 6 5 -5 -4 -2 9 -9 12 -12 13 15 -15 23 17 -13 20 -20 -14 22 -22 -11 25 26 -1 28 29 -28
right_child=1 2 3 4 -6 -7 -8 8 -10 10 11 16 18 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=663.33335785322208 -2076.4153205716257 7716.3106663017288 -8338.7539279557132 74880.495307886027 -1998.7425143519981 -8731.2391368759181 -39619.307142765465 -34636.846156056577 361.83762259489617 8494.3000843062273 -14516.953148294931 -141773.07537086567 -78390.343201275144 323650.15843454486 36695.00704784062 -222828.83337673612 -17049.775555381824 -9801.024223970242 164050.05938567407 -108083.37623853856 27568.513175411139 -30133.38902791432 757363.15480769239 -22011.684730101384 -9019.1095343087181 -77447.335140805779 846.79399458017019 -2221.2795842739374 -53163.256951894124 45562.370132289048
leaf_weight=2786335 377548 304814 101270 6593 205793 6537 14860 39204 62290 37150 42136 2751 4643 297 9208 351 2463 1230 645 334 1095 6324 91 16614 105539 2304 18451 112266 4123 44905
leaf_count=2786335 377548 304814 101270 6593 205793 6537 14860 39204 62290 37150 42136 2751 4643 297 9208 351 2463 1230 645 334 1095 6324 91 16614 105539 2304 18451 112266 4123 44905
internal_value=0 -1857.36 1475.49 -4202.1 115.492 33252.9 -12341.4 -5385.93 -10894.5 -15156 -9062.35 -21732.3 -1042.97 4804.46 45661.4 -2371.83 -68911.6 -100998 -29371.8 71207.8 -37474.1 -12177.9 83564.6 -932.574 751.808 1099.21 1160.22 8862.76 27303.5 32540
internal_weight=0 1.24424e+06 639867 335053 218923 13130 116130 604374 226826 164536 125332 48580 76752 63620 9505 54115 6444 3981 13132 979 12153 7510 1186 53764 3.07392e+06 2.96838e+06 2.96608e+06 179745 67479 63356
internal_count=4318164 1244241 639867 335053 218923 13130 116130 604374 226826 164536 125332 48580 76752 63620 9505 54115 6444 3981 13132 979 12153 7510 1186 53764 3073923 2968384 2966080 179745 67479 63356
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 0 5 0 5 1 6 5 5 0 5 1 1 0 0 0 5 1 1 1 1 5 6 5 3
split_gain=5.02498e+14 1.7795e+15 1.67542e+15 1.63153e+15 1.95736e+15 1.62037e+15 3.56873e+15 1.61902e+15 1.50639e+15 1.78722e+15 1.4933e+15 1.72088e+15 1.52815e+15 1.39018e+15 1.38689e+15 1.31565e+15 1.30954e+15 1.39392e+15 1.18654e+15 1.18575e+15 1.13758e+15 1.13232e+15 1.12534e+15 1.09522e+15 1.20154e+15 1.51634e+15 1.61451e+15 1.06324e+15 1.13276e+15 1.05274e+15
threshold=45.073740550000004 46.672631750000008 39.032393150000004 47.249522000000006 39.666208800000007 51.636650050000007 50.973130900000008 64.020000000000024 44.039893800000009 96.015000000000015 43.574807850000006 1.5000000000000002 84.030000000000015 37.305000000000007 47.208883950000008 44.005000000000003 39.925119750000007 39.739656000000004 43.514103700000014 51.67657710000001 43.592450450000008 88.015000000000015 37.855187800000003 37.314272700000011 38.92948375000001 38.969379750000009 105.35000000000001 1.5000000000000002 142.05000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 13 4 -3 6 -5 -2 10 -10 12 -12 16 -1 -6 -16 17 20 -13 27 -4 22 -8 -15 -25 26 -26 28 -7 -21
right_child=1 3 8 5 14 19 21 -9 9 -11 11 18 -14 23 15 -17 -18 -19 -20 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-6941.8307885433205 -6674.3284979882728 -2844.7827927716075 44561.129292946796 -2386.0496940520147 -8624.0461911985931 47582.783686497649 -74492.88662000226 -35686.358651656796 -7760.0239232821077 -72005.965324925011 -33978.758831374034 10979.327905884405 64642.561944362213 53018.662921932555 12760.301308967442 46742.210741783332 34961.15376914708 -22470.461725416935 -52443.868206063511 -33565.596544931374 69.741073437988561 -119868.58783445517 -26116.708333034323 1743.9354845167836 28818.978266319984 10028.209972029143 106615.2340149104 -463.65386209912049 520221.87481617648 81.751271478609539
leaf_weight=44169 114086 46112 8920 117554 10133 8861 5961 23136 129309 4480 16089 33032 5883 6519 19915 26625 16353 15215 3239 9324 16155 1676 24874 76870 31668 74391 2913 7690 51 3416961
leaf_count=44169 114086 46112 8920 117554 10133 8861 5961 23136 129309 4480 16089 33032 5883 6519 19915 26625 16353 15215 3239 9324 16155 1676 24874 76870 31668 74391 2913 7690 51 3416961
internal_value=0 -383.807 3031.95 31.3795 12453.8 -323.994 -10495.9 -11565.8 -2699 -9911.34 5700.04 -6758.61 16133.1 9057.16 24901.5 32201 11094.8 1407.89 5315.64 119.368 15896.8 -39819.7 -35468.8 12730.8 11317.5 18070.9 35372.3 26779.7 50287.5 -9.81375
internal_weight=0 3.83296e+06 485205 3.69574e+06 102785 3.59295e+06 150065 137222 248675 133789 114886 52360 62526 236530 56673 46540 56643 40290 36271 3.44289e+06 25075 32511 30835 192361 185842 108972 34581 16602 8912 3.42628e+06
internal_count=4318164 3832959 485205 3695737 102785 3592952 150065 137222 248675 133789 114886 52360 62526 236530 56673 46540 56643 40290 36271 3442887 25075 32511 30835 192361 185842 108972 34581 16602 8912 3426285
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=3 5 1 2 1 0 0 1 5 3 1 0 0 0 0 1 0 5 0 2 1 0 0 1 1 1 1 0 5 3
split_gain=5.30962e+14 1.32365e+15 1.19615e+15 1.19284e+15 1.38775e+15 1.32386e+15 1.50711e+15 1.64122e+15 2.19395e+15 1.49468e+15 1.30774e+15 1.25751e+15 1.22035e+15 1.11978e+15 2.22009e+15 1.59548e+15 1.68918e+15 1.30424e+15 1.12083e+15 9.88874e+14 9.25344e+14 9.00799e+14 2.29154e+15 1.79322e+15 1.42126e+15 8.9388e+14 1.73409e+15 8.87533e+14 1.25515e+15 1.21253e+15
threshold=15.500000000000002 137.05000000000004 103.85249100000001 10.500000000000002 37.777459000000007 55.860536450000005 55.576287050000012 37.328003200000005 76.00500000000001 34.500000000000007 37.582182450000005 55.695992150000002 55.455204450000004 55.043101600000007 54.990279300000005 38.984911950000004 54.194619400000008 132.05000000000004 55.055104550000003 15.500000000000002 82.95335685000002 55.695992150000002 55.719391050000006 37.914142000000005 49.073956850000009 82.926290250000008 82.933113850000026 56.197733450000008 85.020000000000024 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 5 6 9 11 -9 10 12 -8 -5 14 15 16 -6 21 -19 -1 -17 -15 23 -23 27 -16 -27 28 -24 -29
right_child=1 -3 -4 4 13 -7 7 8 -10 -11 -12 -13 -14 17 25 20 -18 18 -20 -21 -22 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=720.27513686861607 -5109.3919462579552 45030.406589126527 57105.110408298591 -9882.3682011968704 19640.306660587561 175.24255091308882 32605.843717437496 22891.768394695209 78881.256765592669 395261.85582613037 -28845.745347086209 -33788.166614993104 42739.319606068901 -20058.103801266774 2313.428425524045 -2212.0743493878599 258846.81533170465 -230419.05235347513 36710.322869165771 -216806.24025680326 -25128.51418495064 -918.57324491629106 -28760.955993051728 88832.319340424612 254.50926757449358 163412.7977662331 34748.380330935921 -3160.645342781635 -125221.71142566184 500457.40052083333
leaf_weight=3073714 644297 6021 3418 10024 23287 117860 4489 51351 8103 94 12559 7826 7865 45491 7789 131475 299 482 233 209 20347 4328 23524 4584 78034 1121 15976 11885 1431 48
leaf_count=3073714 644297 6021 3418 10024 23287 117860 4489 51351 8103 94 12559 7826 7865 45491 7789 131475 299 482 233 209 20347 4328 23524 4584 78034 1121 15976 11885 1431 48
internal_value=0 -1742.92 -1970.36 -2133.88 1112.68 7399.93 15722.6 23640.2 30522.6 -2882.43 -4111.59 -9586.57 13253.1 -2625.21 2441.32 -1524.24 22672.7 -8593.19 -143369 705.485 -5283.31 -8024.09 -3603.33 45245.9 -7391.51 30392.4 43184.5 -23566.1 -34292.3 -1134.86
internal_weight=0 1.24424e+06 1.23822e+06 1.2348e+06 590505 220171 102311 71769 59454 30542 30448 12315 17889 370334 200294 175408 23586 170040 715 3.07392e+06 151822 169325 123834 8912 114922 24886 17097 36888 24955 11933
internal_count=4318164 1244241 1238220 1234802 590505 220171 102311 71769 59454 30542 30448 12315 17889 370334 200294 175408 23586 170040 715 3073923 151822 169325 123834 8912 114922 24886 17097 36888 24955 11933
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=5 4 1 1 4 5 3 2 1 5 4 1 0 3 0 5 0 0 6 5 0 0 1 5 0 4 5 4 5 1
split_gain=4.73891e+14 1.07392e+15 9.21593e+14 7.38374e+14 5.06647e+14 1.4923e+15 1.72333e+15 1.10944e+15 1.03505e+15 1.526e+15 1.93135e+15 1.16749e+15 1.00838e+15 1.21872e+15 1.89308e+15 1.14574e+15 1.00159e+15 2.61652e+15 1.72304e+15 1.7739e+15 1.41711e+15 1.41248e+15 1.36713e+15 1.20178e+15 1.41831e+15 1.26833e+15 1.1525e+15 1.04444e+15 1.65689e+15 1.65846e+15
threshold=21.015000000000004 1.5000000000000002 37.944765900000007 30.425002000000003 2.5000000000000004 57.995000000000012 9.5000000000000018 9.5000000000000018 65.520339550000017 96.015000000000015 1.5000000000000002 30.243224600000001 59.916647550000008 6.5000000000000009 59.982527000000012 66.50500000000001 57.641335050000002 57.60800230000001 1.5000000000000002 71.715000000000018 57.178027650000011 57.147575200000006 39.899261850000009 101.05000000000001 59.820733200000006 3.5000000000000004 118.33500000000002 3.5000000000000004 82.00500000000001 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 7 8 9 12 -11 -12 -7 -14 15 -15 17 20 19 -18 21 -6 -19 25 -25 -21 -23 28 -20 -30
right_child=4 2 -4 -5 16 6 -8 -9 -10 10 11 -13 13 14 -16 -17 18 22 27 23 -22 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-62870.063953788398 -289.75221059913036 144563.86605923381 19468.770148757623 -9331.5492717503112 -966.88912884872434 10953.293223772558 2309.2046694690457 -221515.08897174872 35969.563684076988 -158884.22235266643 138142.95965743923 -31581.940205844949 8483.8510234512069 48379.204157667264 -11851.31971479457 161652.4695327096 55095.003845253144 111455.28162582073 -19841.042697906119 -18381.196405087863 -38393.774382680989 25737.679038093618 -29826.352127314756 -134011.73559299047 64767.861907306629 92026.492225874477 134623.27578589282 -39894.521043228771 32140.540829596386 -34981.782400292766
leaf_weight=2692 2675826 711 3430 59775 818967 102167 467512 198 20718 1127 473 2831 5103 1488 1668 2233 6893 3102 62637 19228 10015 7192 879 396 3836 1100 1124 16132 13674 5037
leaf_count=2692 2675826 711 3430 59775 818967 102167 467512 198 20718 1127 473 2831 5103 1488 1668 2233 6893 3102 62637 19228 10015 7192 879 396 3836 1100 1124 16132 13674 5037
internal_value=0 -8369.52 40947.3 -11638.8 131.123 724.712 5207.7 15026.7 15366.6 11721.1 -45842.8 -7284.16 13985.1 43507.7 76672.9 116355 -1876.45 -618.612 -10083.8 10267.6 -1003.16 -550.511 80260.5 -2313.67 46167.5 -12406.8 40454.8 -16650.3 -12040.8 14071.2
internal_weight=0 66608 4141 62467 4.25156e+06 3.28134e+06 605518 138006 137808 117090 4431 3304 112659 10492 5389 3721 970212 841279 128933 31453 837298 827283 3981 24560 4232 20328 8316 97480 81348 18711
internal_count=4318164 66608 4141 62467 4251556 3281344 605518 138006 137808 117090 4431 3304 112659 10492 5389 3721 970212 841279 128933 31453 837298 827283 3981 24560 4232 20328 8316 97480 81348 18711
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 0 0 5 0 3 1 0 3 0 5 3 0 3 1 1 0 1 1 0 5 1 1 6 5
split_gain=4.68894e+14 3.92824e+15 3.50089e+15 3.28622e+15 2.23966e+15 1.83766e+15 1.95812e+15 3.10384e+15 3.03857e+15 2.01371e+15 1.87647e+15 1.90129e+15 1.7981e+15 1.4946e+15 1.72563e+15 1.38172e+15 1.33014e+15 1.5771e+15 5.36898e+15 3.50942e+15 5.86172e+15 3.26858e+15 2.84309e+15 3.26359e+15 2.67056e+15 2.31943e+15 2.23174e+15 4.83695e+15 3.00029e+15 2.32584e+15
threshold=37.487839250000007 37.582182450000005 55.455204450000004 56.197733450000008 60.063729500000008 2.5000000000000004 59.820733200000006 56.24640500000001 81.910000000000011 59.609407350000005 26.500000000000004 30.578016350000002 55.777112100000004 10.500000000000002 59.609407350000005 150.04500000000004 10.500000000000002 55.719391050000006 9.5000000000000018 37.615058950000012 37.620907050000007 55.784980300000008 37.971176850000006 39.826386800000009 55.762622900000004 86.810000000000016 82.784560750000011 82.95335685000002 1.5000000000000002 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 12 5 -1 7 15 13 -10 11 -8 -4 14 -9 -7 17 22 19 21 24 25 -3 -24 -21 -19 -25 28 -28 -30
right_child=1 16 3 -5 -6 6 10 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=-11167.751094220162 -22916.599066698967 -21876.022943920598 48936.043896285672 -41376.60985719243 -27109.568474318003 -502.10049655232734 9415.7785119710734 -31614.153980545601 -239955.02952969787 -62867.77476764856 -58364.213577224815 -59339.41032514484 18209.596309752927 -45747.023266162149 23737.107727200433 119278.11371025078 -2866.9592956423871 237597.20983834314 25556.430516452419 -234508.47356641584 1495.9988255355022 27248.176130219334 8644.3548912885253 -8043.6863809469351 25412.591886652794 -775129.67404891318 80829.746957695927 -2309.8229805822789 17452.279402073444 -101237.15597933438
leaf_weight=143528 15815 59632 39571 6232 34663 235954 273411 12147 1057 1636 4274 4082 36717 16175 10502 967 1149794 1351 109629 1530 604192 2401 365000 418528 533 23 7546 652974 106623 1677
leaf_count=143528 15815 59632 39571 6232 34663 235954 273411 12147 1057 1636 4274 4082 36717 16175 10502 967 1149794 1351 109629 1530 604192 2401 365000 418528 533 23 7546 652974 106623 1677
internal_value=0 473.266 20183.7 28443.9 -2294.41 -1072.11 1514.45 -4432.95 -29654.7 -132374 7391.59 8404.37 34147.6 -22529.6 -5948.61 -13.214 -83.4666 1289.15 5181.53 1519.94 921.423 97639.4 -448.581 374.535 -167355 220645 -2167.67 1031.1 19862.4 15614.4
internal_weight=0 3.57977e+06 98335 82520 738396 703733 560205 278438 41517 2693 281767 277493 76288 38824 22649 236921 3.48143e+06 2.33164e+06 719659 610030 606255 3775 1.61198e+06 1.55235e+06 2063 1374 1.18735e+06 768820 115846 108300
internal_count=4318164 3579768 98335 82520 738396 703733 560205 278438 41517 2693 281767 277493 76288 38824 22649 236921 3481433 2331639 719659 610030 606255 3775 1611980 1552348 2063 1374 1187348 768820 115846 108300
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 1 1 0 1 0 5 0 1 1 0 3 3 5 5 1 1 3 0 0 5 0 5 0 1 5
split_gain=4.61423e+14 1.26254e+15 1.10027e+15 1.06671e+15 1.11636e+15 7.08208e+14 9.3281e+14 3.2285e+15 9.49508e+14 1.13744e+15 7.53099e+14 6.87832e+14 6.45096e+14 1.4328e+15 1.17714e+15 1.17987e+15 8.14149e+14 5.31271e+14 5.03455e+14 4.71029e+14 1.56186e+15 2.29964e+15 1.5609e+15 4.19807e+15 1.44277e+15 1.43781e+15 1.38356e+15 1.2513e+15 3.18793e+15 1.20806e+15
threshold=113.46563545000002 61.785186750000001 48.713222300000005 114.17164950000002 9.5000000000000018 104.38035940000002 103.85249100000001 52.485928400000006 93.043229050000022 51.83362145000001 69.015000000000015 50.565831500000009 91.398302750000013 86.192907650000009 53.516665650000007 11.500000000000002 9.5000000000000018 102.01000000000001 102.01000000000001 83.015546400000019 82.991167100000027 9.5000000000000018 54.811549550000009 54.920670650000005 225.45000000000002 55.034903650000011 66.990000000000023 54.864040150000001 83.093115700000013 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 17 -5 6 8 10 12 -10 -8 -6 13 19 -14 16 -16 -4 -15 20 -1 24 -21 26 -22 -25 -24 28 -28 -23
right_child=1 -3 3 4 11 -7 7 -9 9 -11 -12 -13 14 18 15 -17 -18 -19 -20 22 21 29 23 25 -26 -27 27 -29 -30 -31
leaf_value=262.10137793603366 95188.458372461027 55795.226481225043 19221.176816235191 -45342.054156336373 100955.09662959522 -21952.003570969413 50036.901822106011 -33475.035335854707 104781.33193241812 -33693.762817560142 127885.59012733123 -65688.390627681569 -73265.987680876104 -28741.844889210683 12932.852263656427 -6634.9493372217112 43387.997774569078 -80048.902900199828 -189250.23072571418 -4968.5035108276988 30394.795961490818 -9361.8747752962445 65685.571773466407 20689.182156232651 287162.453004134 -9759.3224807916031 50854.718157087053 104491.25443866836 539526.04211024952 -141385.19719733589
leaf_weight=3756025 1211 5485 12706 7285 927 14759 7290 5671 623 12391 1498 338 1681 14987 33922 23807 11842 563 198 70027 11715 251392 5968 36484 223 26975 266 942 268 695
leaf_count=3756025 1211 5485 12706 7285 927 14759 7290 5671 623 12391 1498 338 1681 14987 33922 23807 11842 563 198 70027 11715 251392 5968 36484 223 26975 266 942 268 695
internal_value=0 12678.7 2409.72 -2739.7 -30284.7 -84.2802 -8.7822 25347.9 -94.8373 -27064.7 63307 56429 -12.202 -173.177 9422.76 11420.7 20813.5 15009.2 -30834.7 -61.2817 -260.492 -7694.92 5621.23 16080.1 35191.2 7746.2 87125.5 173815 296105 -9725.86
internal_weight=0 28515 23030 21819 8550 4.28965e+06 4.27489e+06 14459 4.26043e+06 13014 8788 1265 4.24742e+06 4.17616e+06 71252 69571 45764 13269 15185 4.16098e+06 4.02005e+06 264025 140930 70903 11938 63459 7444 1476 534 252087
internal_count=4318164 28515 23030 21819 8550 4289649 4274890 14459 4260431 13014 8788 1265 4247417 4176165 71252 69571 45764 13269 15185 4160980 4020050 264025 140930 70903 11938 63459 7444 1476 534 252087
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=5 1 0 0 0 5 1 4 1 0 1 5 0 0 1 5 0 0 0 5 0 1 3 0 5 1 0 3 5 1
split_gain=4.52077e+14 1.03082e+15 9.53633e+14 1.02795e+15 9.85434e+14 1.03578e+15 1.69727e+15 9.81511e+14 6.90311e+14 6.32879e+14 1.461e+15 1.45501e+15 1.45104e+15 1.42302e+15 1.73586e+15 1.35527e+15 1.23772e+15 2.58411e+15 1.20823e+15 1.13432e+15 1.2209e+15 1.47016e+15 1.0617e+15 1.02565e+15 9.71632e+14 9.47994e+14 9.43969e+14 1.09747e+15 9.35388e+14 8.97075e+14
threshold=30.025000000000002 37.362912300000012 54.940316550000006 55.87722990000001 55.657530000000008 16.850000000000005 37.832345550000007 1.5000000000000002 37.944765900000007 45.073740550000004 39.021425200000003 125.85000000000001 46.672631750000008 47.249522000000006 39.666208800000007 67.00500000000001 51.636650050000007 50.973130900000008 47.155083450000006 102.01000000000001 44.039893800000009 40.810045900000013 17.500000000000004 51.67657710000001 76.00500000000001 39.753614400000011 44.039893800000009 18.500000000000004 66.50500000000001 47.473138800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6 -9 10 11 -2 15 14 -14 -11 17 -15 -16 26 21 -21 24 -18 -20 -24 -12 -28 -19 -23
right_child=9 2 3 -5 5 6 -8 8 -10 12 19 -13 13 16 18 -17 23 28 22 20 -22 29 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-18413.922926511004 9097.8515939019253 -9024.2325303699708 1909.7171514171114 -6367.4980356581646 -24301.346145181913 57563.721260222839 10363.693382045987 347355.33301112289 44021.825943615375 -6478.5708345480089 7967.6835695760456 73541.509334940551 -2754.8543714791322 -2087.1159832001103 -10819.884464460309 -36141.21926763904 25661.27775886879 -26535.089705716106 35751.273440197874 59840.939126720572 -79074.430948541689 -76532.367591977134 26679.249713243931 155.20453156472553 90220.542492720648 -26117.522562932812 -1139.70575741672 -25198.032389484499 -71134.615677659414 5977.8315796485076
leaf_weight=41197 193874 101928 61241 66186 5861 12967 18470 118 206 106410 95446 3568 41790 108154 8092 18010 15844 24963 23318 2192 3727 2790 11574 3186645 3810 4816 124302 22374 5794 2497
leaf_count=41197 193874 101928 61241 66186 5861 12967 18470 118 206 106410 95446 3568 41790 108154 8092 18010 15844 24963 23318 2192 3727 2790 11574 3186645 3810 4816 124302 22374 5794 2497
internal_value=0 -3690.88 -1418.98 3277.73 9734.94 22472.8 29832.6 -14935.1 154495 283.65 3813.76 10262.4 -163.434 220.855 12395.2 -10772.3 -119.447 -9360.52 24662.6 -1212.27 -32316.4 -9015.55 31260.4 281.393 43401.2 11165.6 227.303 -4809.57 -34936.7 -37563.6
internal_weight=0 308174 266977 165049 98863 37622 31437 6185 324 4.00999e+06 450770 197442 3.55922e+06 3.4348e+06 93400 124420 3.3414e+06 138911 51610 253328 11206 7479 43518 3.20249e+06 27128 16390 242122 146676 30757 5287
internal_count=4318164 308174 266977 165049 98863 37622 31437 6185 324 4009990 450770 197442 3559220 3434800 93400 124420 3341400 138911 51610 253328 11206 7479 43518 3202489 27128 16390 242122 146676 30757 5287
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=4 5 5 1 5 4 1 4 1 1 0 3 1 4 3 0 1 1 0 5 3 6 1 0 0 1 0 4 5 3
split_gain=4.4875e+14 1.29494e+15 7.1529e+14 1.49162e+15 7.00594e+14 6.87287e+14 7.44715e+14 7.2777e+14 6.25348e+14 2.68245e+15 1.60195e+15 8.27086e+14 7.29164e+14 1.15471e+15 7.40983e+14 6.18136e+14 5.40862e+14 4.90792e+14 5.23943e+14 7.54683e+14 4.74657e+14 1.2475e+15 1.54015e+15 1.0181e+15 2.2779e+15 1.20932e+15 9.09795e+14 1.07744e+15 3.35312e+15 1.04902e+15
threshold=4.5000000000000009 225.45000000000002 225.45000000000002 37.998366300000008 142.05000000000004 3.5000000000000004 82.981501350000016 1.0000000180025095e-35 82.940215400000014 82.784560750000011 55.002082750000007 10.500000000000002 36.761894450000007 2.5000000000000004 18.500000000000004 54.725565150000001 83.026705000000007 39.899261850000009 56.009576300000013 142.05000000000004 15.500000000000002 1.5000000000000002 37.889331900000009 59.904813200000007 59.896318000000008 30.468306550000005 60.035045000000004 1.5000000000000002 64.020000000000024 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 4 -4 20 7 -7 -5 9 12 -11 -12 13 -6 -14 -15 -8 18 -2 -20 -1 23 -23 24 -22 -26 27 28 -25 -28
right_child=1 -3 3 5 8 6 16 -9 -10 10 11 -13 14 15 -16 -17 -18 -19 19 -21 21 22 -24 26 25 -27 29 -29 -30 -31
leaf_value=694.0493468202053 19233.746455699991 68474.697410259119 -206908.82337619737 317615.61150841345 -298127.83068181819 -19924.947896634618 262212.43042986427 -62738.659617808451 -44731.035646097051 -116573.15692198426 347770.35483422613 145671.30647273324 -7347.4543458802618 184598.96462425077 79482.469850197551 49902.018683247712 -160877.78741071431 -45806.119545368711 -82438.175139572704 34700.172025079795 -4191.1958469039018 8089.0637902477774 -2193.3853525949326 -12783.205905475865 75749.012017825138 -37995.763461779621 -39587.237855863932 -42218.293613858965 595459.56988324178 12912.18990174074
leaf_weight=3050600 3339 1557 502 52 77 351 221 1544 1185 143 404 406 7167 537 1139 932 35 7048 1586 842 532985 226067 409604 22591 5297 1135 5014 19915 91 15798
leaf_count=3050600 3339 1557 502 52 77 351 221 1544 1185 143 404 406 7167 537 1139 932 35 7048 1586 842 532985 226067 409604 22591 5297 1135 5014 19915 91 15798
internal_value=0 -17640.9 58.9095 -51347.9 91.2398 -15900.1 74669.8 -50346.2 24230.1 31793.2 191996 246471 16296.6 79354.8 4559.51 99141.1 204368 -28103.7 -6469.21 -41816.1 23.7605 -1627.26 1463.42 -4886.33 -3477.32 55677.4 -16872.7 -25245.3 -10342.9 264.096
internal_weight=0 14372 4.30379e+06 2705 4.30109e+06 2203 607 1596 11990 10805 953 810 9852 1546 8306 1469 256 12815 5767 2428 4.2891e+06 1.2385e+06 635671 602826 539417 6432 63409 42597 22682 20812
internal_count=4318164 14372 4303792 2705 4301087 2203 607 1596 11990 10805 953 810 9852 1546 8306 1469 256 12815 5767 2428 4289097 1238497 635671 602826 539417 6432 63409 42597 22682 20812
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=5 4 3 1 3 1 3 5 1 0 3 0 1 1 1 6 0 1 1 1 3 0 1 0 0 2 3 4 0 0
split_gain=4.16612e+14 1.06289e+15 8.37674e+14 4.91627e+14 4.41288e+14 1.09127e+15 1.05051e+15 1.7815e+15 1.5713e+15 1.82463e+15 3.67102e+15 1.79669e+15 1.12715e+15 1.73516e+15 1.14454e+15 1.04191e+15 9.95294e+14 9.81945e+14 9.75877e+14 2.41425e+15 1.97469e+15 1.41891e+15 1.21444e+15 2.19086e+15 2.03994e+15 9.12092e+14 8.76126e+14 8.27318e+14 8.09698e+14 8.58105e+14
threshold=19.650000000000002 1.5000000000000002 5.5000000000000009 38.633372000000001 24.500000000000004 82.907204800000002 25.500000000000004 81.00500000000001 37.752451500000006 55.795550600000006 30.500000000000004 55.535913550000011 38.151577750000008 38.950530550000003 82.902675200000019 1.5000000000000002 55.719391050000006 82.975438000000011 37.712318250000003 37.692869000000009 26.500000000000004 55.842510000000011 37.533784800000006 55.812836050000008 55.86787755000001 19.500000000000004 30.500000000000004 1.5000000000000002 55.046835900000012 54.986619450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 25 6 7 15 9 10 16 -12 27 -14 -15 -6 -8 28 19 20 -11 -21 23 -22 -25 -2 -24 -9 29 -7
right_child=4 2 3 -5 5 17 8 12 -10 18 11 -13 13 14 -16 -17 -18 -19 -20 21 22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-14828.827696669705 208.58284112008866 -1588.7445348867814 177556.07638072167 58708.933263132691 -14121.680405298712 -14140.439199818369 167342.88872079202 -370668.42883971496 -15057.017003415291 44399.523904832349 332098.90333551663 1249.6735780116103 268633.89822544641 -9979.0083512372166 -159577.39960807411 4610.7585925999274 77809.729923219114 -18333.208100525364 90321.698702229245 -85748.900330454926 -170547.9076571156 -355522.86069485033 156147.74188218889 72440.220800128125 -44055.509889398651 16513.402448952198 9817.5595473513258 -67349.223185799245 -1826.0651921755598 47946.569414121441
leaf_weight=38978 3996339 2217 476 1295 87050 2701 1923 91 26678 7478 167 9581 210 5582 563 45063 3504 7378 1136 762 1100 262 451 1862 7799 34606 4411 7601 8240 12660
leaf_count=38978 3996339 2217 476 1295 87050 2701 1923 91 26678 7478 167 9581 210 5582 563 45063 3504 7378 1136 762 1100 262 451 1862 7799 34606 4411 7601 8240 12660
internal_value=0 -9797.88 39373.7 90652 98.4692 -4028.84 -6576.31 -11332.1 3780.81 16209.2 43616.4 6917.69 -45190 -14025.5 -23685.1 -7732.15 109535 13509.2 -255.042 -4520.13 2140.15 -154773 -18087.4 -36828.2 -21602.9 348.561 23391.2 -70937.6 23463.6 37029.5
internal_weight=0 42966 3988 1771 4.2752e+06 244253 213274 146160 67114 40436 15175 9748 14047 6355 6145 132113 5427 30979 25261 24125 23101 1024 15623 10761 9661 4.03094e+06 4862 7692 23601 15361
internal_count=4318164 42966 3988 1771 4275198 244253 213274 146160 67114 40436 15175 9748 14047 6355 6145 132113 5427 30979 25261 24125 23101 1024 15623 10761 9661 4030945 4862 7692 23601 15361
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 3 1 1 1 0 0 1 0 0 5 0 0 1 0 0 1 0 3 1 0 0 5 5 0 3 6 0 0 3
split_gain=3.91827e+14 1.94545e+15 1.29478e+15 1.14877e+15 2.89972e+15 1.60166e+15 1.67618e+15 1.28761e+15 2.07418e+15 2.8586e+15 2.05854e+15 2.03623e+15 2.70382e+15 1.60499e+15 4.0362e+15 2.76966e+15 2.22938e+15 4.86621e+15 1.69771e+15 1.64701e+15 2.0044e+15 7.2116e+15 2.82981e+15 1.5911e+15 2.00092e+15 2.46542e+15 1.56987e+15 1.73511e+15 1.86034e+15 1.43771e+15
threshold=10.500000000000002 10.500000000000002 37.767735350000002 37.998366300000008 38.422276900000007 60.693675950000006 61.674413550000004 37.66934650000001 55.946414150000003 55.695992150000002 84.030000000000015 55.812836050000008 55.899899800000007 37.620907050000007 55.68356880000001 55.812836050000008 37.615058950000012 55.762622900000004 25.500000000000004 37.516458750000005 55.795550600000006 55.695992150000002 109.05000000000001 49.505000000000003 55.745923000000012 9.5000000000000018 1.5000000000000002 55.993277250000013 56.009576300000013 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 13 9 -9 26 -11 -13 16 -15 -16 19 18 23 -1 21 -21 29 -18 -25 -26 27 -10 -29 -23
right_child=1 2 -4 4 -6 6 -8 8 10 11 -12 12 -14 14 15 -17 17 -19 -20 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-2844.0126824205558 -229559.03562888416 7959.0284006547881 -1052.8466539785859 20077.216983879305 55.307141922144233 -105490.43666621781 -20212.717949776059 -19797.830322982016 -131334.82875864158 18190.09279076536 -194370.73463092282 -48888.878875918752 8975.9663521401526 -37509.762515705319 88439.196427933159 9694.2944793623647 -49682.037329252533 84367.767651458489 92878.478501960417 5258.931259034799 -8489.409484406553 123643.44679719608 -850316.90894657269 -52805.289298103926 -369679.6574956766 -134765.64444603582 -18887.229865282006 343205.33913574222 -42313.792402471132 17212.893756156063
leaf_weight=569044 362 255028 425300 74343 2677281 2676 16620 86648 2753 52745 862 13070 21130 7552 9076 8795 4427 2273 536 34824 26373 7960 31 1633 611 1662 12304 160 575 1510
leaf_count=569044 362 255028 425300 74343 2677281 2676 16620 86648 2753 52745 862 13070 21130 7552 9076 8795 4427 2273 536 34824 26373 7960 31 1633 611 1662 12304 160 575 1510
internal_value=0 2202.03 2325.35 -412.071 596.256 -3544.14 -32039.2 -2909.62 -10177.5 -6943.38 -43888.5 5867.17 -13137.9 -865.147 23784 49685.8 -1827.92 -46174.6 -79630.8 -1055.56 13339.5 26327.6 103551 -90727 -137247 -197912 -35674.4 -94891.7 41608.7 106673
internal_weight=0 680690 680328 3.63747e+06 2.75162e+06 885850 19296 866554 190247 173593 16654 86945 34200 676307 25423 17871 650884 11142 8869 639742 70698 44325 9501 8333 3906 2273 15792 3488 735 9470
internal_count=4318164 680690 680328 3637474 2751624 885850 19296 866554 190247 173593 16654 86945 34200 676307 25423 17871 650884 11142 8869 639742 70698 44325 9501 8333 3906 2273 15792 3488 735 9470
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=5 4 3 4 3 0 6 1 1 0 1 0 0 5 0 1 0 1 0 0 1 3 0 1 1 1 0 5 1 1
split_gain=3.89365e+14 9.81405e+14 7.25226e+14 4.45639e+14 3.86174e+14 9.55749e+14 9.13849e+14 1.43658e+15 9.03526e+14 1.52335e+15 1.46229e+15 1.40107e+15 1.09022e+15 1.00758e+15 9.78832e+14 1.11415e+15 1.00179e+15 9.94954e+14 8.42294e+14 2.79639e+15 2.87817e+15 2.19376e+15 3.64106e+15 5.65408e+15 3.27288e+15 2.68663e+15 2.35663e+15 1.56708e+15 1.53318e+15 2.0007e+15
threshold=18.050000000000004 1.5000000000000002 12.500000000000002 2.5000000000000004 15.500000000000002 43.592450450000008 1.5000000000000002 38.984911950000004 43.574807850000006 51.67657710000001 44.005491150000005 55.050600750000008 55.745923000000012 87.395000000000024 55.012873400000011 82.940215400000014 53.310923100000004 82.902675200000019 59.916647550000008 59.982527000000012 30.434657650000002 7.5000000000000009 59.932719750000011 30.388336800000001 30.410108300000001 30.305955500000003 59.963407450000012 84.030000000000015 39.753614400000011 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 18 -6 -7 -8 9 -9 13 14 -13 -10 16 17 -12 -16 -2 20 21 -20 23 -23 -25 26 -24 -27 -21 -30
right_child=4 2 3 -5 5 6 7 8 10 -11 11 12 -14 -15 15 -17 -18 -19 19 28 -22 22 25 24 -26 27 -28 -29 29 -31
leaf_value=-17526.684938804694 273.35626647591027 18762.885583643241 69204.827738342283 255359.70590843025 42922.662349726284 -4368.0011920172492 6052.9899737235592 -6334.4052174121625 38074.168227569076 -43603.906651160243 28088.300072118898 -26179.50209164005 -2214.9026560247867 186152.64014368039 -2123.8293796668831 12840.715379172681 -5329.5493564980898 83962.531936858257 7461.8173095609891 -9744.8693185427783 -28823.373296815764 52485.592101470364 65955.248963859078 407388.22281494143 83965.546592546481 4482.313170387768 251694.01197753247 89790.550229510991 96066.681299721531 8253.5909698790729
leaf_weight=28119 2867244 3401 320 215 4845 602240 302562 132354 5101 11958 11742 24484 84497 505 1826 15466 38007 5071 20293 78473 8678 2692 8606 940 469 16842 742 2469 2801 35202
leaf_count=28119 2867244 3401 320 215 4845 602240 302562 132354 5101 11958 11742 24484 84497 505 1826 15466 38007 5071 20293 78473 8678 2692 8606 940 469 16842 742 2469 2801 35202
internal_value=0 -10980.3 35787.7 144015 82.1193 -1405.05 -1578.83 1072.39 -3480.14 -9422.64 1113.21 -443.907 -7598.86 51413.4 10369.2 27746.3 2557.89 61170.9 687.963 7358.73 24565.6 33298.6 49303 137434 299734 36691.9 80698.3 15389.4 -1760.74 14725.8
internal_weight=0 32055 3936 535 4.28611e+06 1.24066e+06 1.23581e+06 633573 331011 144312 186699 181093 108981 5606 72112 22363 49749 6897 3.04545e+06 178207 61731 53053 32760 4101 1409 28659 9348 19311 116476 38003
internal_count=4318164 32055 3936 535 4286109 1240658 1235813 633573 331011 144312 186699 181093 108981 5606 72112 22363 49749 6897 3045451 178207 61731 53053 32760 4101 1409 28659 9348 19311 116476 38003
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=1 1 1 5 0 5 1 0 1 0 0 5 0 0 1 5 0 0 0 6 3 3 0 0 1 1 1 4 0 3
split_gain=4.07518e+14 5.62213e+15 4.47433e+15 2.19233e+15 1.7399e+15 2.34425e+15 1.67892e+15 4.25448e+15 2.90808e+15 2.34068e+15 2.88272e+15 1.94353e+15 1.88521e+15 1.95611e+15 5.11235e+15 4.04738e+15 2.37628e+15 1.84994e+15 1.7526e+15 1.62744e+15 1.60103e+15 1.56935e+15 1.42043e+15 1.51902e+15 4.90562e+15 3.95673e+15 8.15014e+15 4.16304e+15 2.8832e+15 3.80408e+15
threshold=48.712293450000011 49.201680550000006 46.037218400000008 79.010000000000005 43.056445700000005 93.00500000000001 43.808567100000012 56.197733450000008 40.247294600000011 63.563300600000012 45.055827000000008 109.05000000000001 55.806974650000008 59.609407350000005 35.911716050000003 73.405000000000015 57.814144100000007 60.052595500000002 56.301440000000007 1.5000000000000002 8.5000000000000018 17.500000000000004 43.592450450000008 55.734663800000007 37.832345550000007 37.620907050000007 37.597123000000003 1.5000000000000002 55.762622900000004 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 21 19 -6 8 -8 12 10 -10 -9 22 14 15 -14 -16 -15 -13 -4 -5 -2 -1 -24 25 26 -25 -28 29 -29
right_child=1 -3 4 20 5 -7 7 11 9 -11 -12 18 13 17 16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=24492.789565277624 28167.884444937648 -133.31198082384785 -29057.245421573985 141128.68856105974 -23841.162648938476 -111020.12806050231 -8050.3037550710214 26832.539432753583 -4404.9112254668507 79496.522436642452 -36694.605781875078 -35822.899503700661 -42484.484171275602 3606.2457122256783 -4436.5464743496359 -188281.72382113396 -49471.306616155882 -16885.682567162665 186432.55475743359 22319.907954873477 46822.194887646328 -2809.8046138166937 1093.8124134251584 33796.083347549276 -17272.133772696885 59802.505298798817 -3165.2086286726062 -236421.21256581979 37603.947774477099 -49237.751107764794
leaf_weight=29134 60876 1835629 10058 2392 84034 3202 56539 59276 65289 2513 47958 475 18311 357525 317177 2125 12166 50246 1402 15931 7276 22361 1148736 36075 34927 25776 5377 2661 883 1834
leaf_count=29134 60876 1835629 10058 2392 84034 3202 56539 59276 65289 2513 47958 475 18311 357525 317177 2125 12166 50246 1402 15931 7276 22361 1148736 36075 34927 25776 5377 2661 883 1834
internal_value=0 1081.37 -872.715 25081.3 -20275 -27041.1 92.325 11723.2 -541.787 -15960.8 -18079 30004.9 331.899 -3625.09 -9111.67 -57644.9 -6100.14 1081.21 130188 2436.44 70155 19846 2663.94 2157.71 13523 28336.9 11017.7 -65386.7 -127597 -160049
internal_weight=0 1.92853e+06 2.38963e+06 92905 113225 87236 2.2764e+06 117692 2.15871e+06 115760 113247 61153 2.04295e+06 757550 349779 20436 329343 407771 1877 25989 9668 83237 1.2854e+06 1.25627e+06 107533 72606 46830 10755 5378 4495
internal_count=4318164 1928534 2389630 92905 113225 87236 2276405 117692 2158713 115760 113247 61153 2042953 757550 349779 20436 329343 407771 1877 25989 9668 83237 1285403 1256269 107533 72606 46830 10755 5378 4495
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 4 2 1 0 0 1 0 1 0 0 1 1 0 3 1 3 1 0 5 3 5 1 3 6 1
split_gain=3.81064e+14 2.64219e+15 2.64067e+15 2.45042e+15 1.75033e+15 2.36384e+15 1.59894e+15 1.26354e+15 2.26982e+15 2.67343e+15 3.65275e+15 1.78727e+15 1.64269e+15 2.16796e+15 2.95079e+15 3.29471e+15 2.72614e+15 1.93329e+15 1.61707e+15 1.64066e+15 1.48054e+15 2.13115e+15 1.46402e+15 1.33858e+15 1.31689e+15 1.29974e+15 1.53044e+15 1.1874e+15 1.17054e+15 2.0371e+15
threshold=37.487839250000007 37.582182450000005 55.455204450000004 56.197733450000008 58.305000000000007 1.0000000180025095e-35 2.5000000000000004 30.370618100000005 59.963407450000012 59.896318000000008 30.468306550000005 59.950068600000009 30.305955500000003 59.939091550000008 59.990816400000007 30.226173900000003 30.160599000000001 60.693675950000006 17.500000000000004 30.226173900000003 20.500000000000004 30.434657650000002 59.882016200000002 66.040000000000006 26.500000000000004 71.715000000000018 30.207352000000004 7.5000000000000009 1.5000000000000002 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 -1 12 9 -9 11 20 13 16 18 17 22 -16 -15 -20 28 -22 -8 -17 -14 -18 -27 -28 29 -11
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 -13 24 14 15 23 25 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-11103.002676517748 -20840.621404712834 -29.948534126868072 17931.391124795482 -36525.56581824649 -245415.45047880715 53142.455210386572 3837.6394447782218 -3472.1016002301112 -22316.195581099393 237988.88758707058 -9253.7749709500567 -8111.3318327970528 18713.293828033533 65647.854247845898 42430.864559431415 -7751.0713375220575 -29037.489377457034 -89501.534447210783 28154.958914504357 -167165.03407597751 -116611.15854825109 54953.725907492175 -125965.4974168489 -57189.080193386777 -44162.163858530235 -172555.18087746846 -117800.88504610703 7988.4477332013867 65436.28354464013 84941.705788692459
leaf_weight=154818 15815 3481433 50704 6232 268 25316 45063 264985 53876 1295 16151 3613 89409 12421 17713 25577 20115 1185 1441 613 858 4637 886 6969 3460 1462 1353 1685 6163 2648
leaf_count=154818 15815 3481433 50704 6232 268 25316 45063 264985 53876 1295 16151 3613 89409 12421 17713 25577 20115 1185 1441 613 858 4637 886 6969 3460 1462 1353 1685 6163 2648
internal_value=0 426.645 16591.8 23765.7 28691 50015 -2068.39 328.412 -3415.77 -25.4559 25799.8 55265.3 6111.16 -869.917 12169.9 947.025 -13051.4 34158 52056 -30136.7 69942.5 28165.3 1334.74 -18337.1 16370.8 -39906.1 -88488.8 -48032.9 92658.3 135207
internal_weight=0 3.57977e+06 98335 82520 76288 25584 738396 583578 354226 300350 35365 19214 229352 136483 65919 51444 70564 18898 14475 2054 15601 5495 45949 32546 92869 24615 4500 3038 10106 3943
internal_count=4318164 3579768 98335 82520 76288 25584 738396 583578 354226 300350 35365 19214 229352 136483 65919 51444 70564 18898 14475 2054 15601 5495 45949 32546 92869 24615 4500 3038 10106 3943
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=4 5 5 1 4 3 0 4 5 3 0 6 0 1 1 4 0 5 1 1 6 5 0 1 1 2 1 3 1 0
split_gain=3.72071e+14 1.08872e+15 5.6563e+14 1.17999e+15 6.77604e+14 6.54144e+14 7.24503e+14 5.40824e+14 5.39366e+14 5.3351e+14 5.15391e+14 5.12289e+14 7.49016e+14 8.99383e+14 9.07758e+14 4.75965e+14 4.97523e+14 4.47069e+14 4.52765e+14 1.31962e+15 7.58312e+14 4.98566e+14 4.63071e+14 4.37592e+14 4.37173e+14 5.37409e+14 4.29208e+14 1.59824e+15 1.37099e+15 1.49517e+15
threshold=4.5000000000000009 177.02500000000003 225.45000000000002 34.359746700000009 3.5000000000000004 4.5000000000000009 51.83362145000001 1.0000000180025095e-35 142.05000000000004 3.5000000000000004 53.37994195000001 1.5000000000000002 43.514103700000014 82.902675200000019 65.58467570000002 2.5000000000000004 52.719210700000012 88.015000000000015 37.889331900000009 37.214886200000009 1.5000000000000002 137.05000000000004 55.416472000000006 30.160599000000001 20.507360500000004 1.5000000000000002 83.015546400000019 5.5000000000000009 83.011163250000024 55.02863030000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 8 -4 7 6 -6 -5 26 -10 -7 12 -11 14 15 16 -14 -2 19 20 23 -22 -21 -19 25 -13 28 -28 -1 -30
right_child=1 -3 3 4 5 10 -8 -9 9 11 -12 24 13 -15 -16 -17 -18 18 -20 22 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=34.132165195924195 18047.322811393398 33057.928939248799 -283939.65783577558 216758.79797894025 -187947.07620192308 100578.35308449075 217404.99962015089 -68536.159857687773 -53097.520855596696 -59859.498282347915 -160796.74282255117 -362055.77500000002 514190.69375000003 -81107.619795753926 310143.07615266397 74474.086565814243 76668.493074065569 436239.03173611109 -54780.549654292343 -37181.940219350967 -99039.512230565539 3783.9210330158394 144504.53583218445 55017.669222184064 13631.485734469272 175098.81640480857 -4589.6478231805295 10220.053303988263 41308.072783543554 -15429.62662737631
leaf_weight=3902266 1562 3434 193 69 52 135 290 1795 893 338 171 20 53 223 244 965 51 45 6384 182 1332 730 612 91 8932 271 130194 165502 4909 86226
leaf_count=3902266 1562 3434 193 69 52 135 290 1795 893 338 171 20 53 223 244 965 51 45 6384 182 1332 730 612 91 8932 271 130194 165502 4909 86226
internal_value=0 -16063.1 53.641 -45660 -27352.7 60734.6 155773 -57975.3 82.3908 21262.4 -45484.2 27246.3 74912 104569 136104 96379.5 299637 -31484.8 -39736.6 -7637.48 -47552.8 -62637.4 102859 181157 17561.2 138181 23.1829 3699.39 -249.026 -12373.4
internal_weight=0 14372 4.30379e+06 2705 2512 648 342 1864 4.30109e+06 11990 306 11097 1874 1536 1313 1069 104 10938 9376 2992 2198 2062 794 136 9223 291 4.2891e+06 295696 3.9934e+06 91135
internal_count=4318164 14372 4303792 2705 2512 648 342 1864 4301087 11990 306 11097 1874 1536 1313 1069 104 10938 9376 2992 2198 2062 794 136 9223 291 4289097 295696 3993401 91135
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 1 1 0 1 3 5 1 1 0 0 1 5 3 1 5 1 0 0 3 1 0 1 0 1 5
split_gain=3.64705e+14 9.22566e+14 1.27042e+15 9.776e+14 1.60649e+15 9.70373e+14 8.00721e+14 1.36184e+15 8.85194e+14 7.8309e+14 1.41215e+15 1.03204e+15 2.15228e+15 9.85407e+14 1.85669e+15 1.37748e+15 1.05684e+15 1.01979e+15 9.45693e+14 1.08937e+15 9.25681e+14 9.25146e+14 1.12883e+15 1.0279e+15 8.96315e+14 8.39867e+14 8.09783e+14 8.02324e+14 8.46281e+14 7.69729e+14
threshold=24.500000000000004 55.619594000000006 55.628356700000005 55.576287050000012 37.752451500000006 37.559851850000008 37.417247200000006 55.299834250000011 82.907204800000002 21.500000000000004 107.05000000000001 37.597123000000003 37.503486000000002 55.777112100000004 55.727011600000004 30.346469350000003 63.145000000000003 23.500000000000004 82.911991800000024 102.01000000000001 37.314272700000011 55.535913550000011 55.834684950000003 23.500000000000004 38.959914000000005 55.68356880000001 37.417247200000006 55.043101600000007 82.926290250000008 55.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 6 5 -5 7 -2 -8 -1 11 12 13 14 17 -15 -16 25 -13 27 -19 -14 23 29 -12 -11 -27 -20 -29 -23
right_child=1 2 -4 4 -6 -7 8 -9 -10 10 24 18 21 15 16 -17 -18 20 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-77.591187626345942 -10934.406293724836 -80974.551258672494 -6980.0163004502165 -24375.841903473614 -103337.57149357451 109312.94481345288 -6702.852293729371 264486.66416826827 15670.305880608394 49520.968538116096 109746.87051717163 -4528.197235332018 -27186.827627132556 20118.135283639749 85664.45832330345 -13015.994449280088 275503.62543143658 77080.122736494843 56426.590825247767 -141023.81767740886 -65659.776169521559 8358.5772084520686 36645.170146151577 166211.91135321441 24565.13615388819 -96268.100893083989 51144.927592572778 271184.63074875553 -5912.5560804181277 122644.4866828323
leaf_weight=3887566 421 2354 162171 688 552 2575 47862 313 28047 7062 2036 94322 1211 21652 1084 29836 402 577 6016 375 2137 1220 5634 1663 3141 861 657 113 4476 1140
leaf_count=3887566 421 2354 162171 688 552 2575 47862 313 28047 7062 2036 94322 1211 21652 1084 29836 402 577 6016 375 2137 1220 5634 1663 3141 861 657 113 4476 1140
internal_value=0 -3747.31 -8038.72 5027.99 54434.6 81124.8 2568.72 106514 1563.62 225.384 6570.96 5093.52 14046.7 7086.86 31941 917.741 137021 18115.2 -1294.86 26480.7 -35313.1 55204.1 65536 105996 58065.2 35015.4 -32466.8 32403.7 910.713 63564.5
internal_weight=0 244983 164525 80458 3815 3263 76643 734 75909 4.07318e+06 185615 180438 75136 64268 12780 51488 1486 11294 105302 10980 2714 10868 9657 4023 5177 8580 1518 10605 4589 2360
internal_count=4318164 244983 164525 80458 3815 3263 76643 734 75909 4073181 185615 180438 75136 64268 12780 51488 1486 11294 105302 10980 2714 10868 9657 4023 5177 8580 1518 10605 4589 2360
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=0 0 5 1 0 1 0 0 0 1 1 1 0 3 1 1 6 0 5 5 1 1 1 1 3 5 0 5 0 1
split_gain=3.60863e+14 1.16986e+15 1.13911e+15 1.06968e+15 1.06467e+15 1.45867e+15 1.18917e+15 3.24127e+15 1.9724e+15 1.26932e+15 2.52997e+15 1.32949e+15 1.03682e+15 1.0348e+15 1.37859e+15 1.48683e+15 1.02909e+15 2.03331e+15 1.00071e+15 9.63976e+14 9.36755e+14 8.88988e+14 9.50802e+14 1.04001e+15 1.21439e+15 9.23429e+14 8.78058e+14 8.77805e+14 8.6608e+14 8.56717e+14
threshold=45.073740550000004 46.672631750000008 88.015000000000015 39.032393150000004 47.272352350000006 39.630124250000001 53.145783300000012 53.242949050000007 52.485928400000006 84.920232800000022 104.38035940000002 39.826386800000009 48.713222300000005 22.500000000000004 49.964253350000007 50.158868250000005 1.5000000000000002 50.973130900000008 36.995000000000012 125.85000000000001 37.855187800000003 37.314272700000011 38.92948375000001 38.969379750000009 21.500000000000004 84.030000000000015 47.425481600000005 104.75000000000001 45.047272400000004 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 29 18 5 -3 8 13 9 11 -11 16 -12 14 -8 19 26 -18 -1 -16 -19 25 28 24 -24 -20 -6 -26 -23 -2
right_child=1 4 -4 -5 6 -7 7 -9 -10 10 12 -13 -14 -15 15 -17 17 20 21 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-7122.2005721213327 -5025.8124689867445 -7607.4241408188291 -56308.118577404952 -2009.8588337636427 -21778.974650371369 16549.118800414191 -8185.0105255577328 -113.23228419650616 -29271.242209128519 53025.725605651671 91238.561488390143 -23418.236775813559 -5486.6048282874299 -14306.717014759724 72834.482831539906 27755.648012570673 3706.4255996123775 -56379.907190492988 32030.794348344225 260500.1400736924 -17400.593359301838 3680.9294483019667 21725.718861778296 8466.6769459961579 56866.017228547906 143905.32865887726 23012.01880138876 171956.07740422749 -35761.260787807354 -32573.634505875456
leaf_weight=39596 119771 35690 4987 248675 5414 83433 5387 3289433 34117 11102 1148 39400 31976 4414 9315 14715 66650 7591 5769 282 32828 73267 29952 76119 4168 846 22842 788 6025 12464
leaf_count=39596 119771 35690 4987 248675 5414 83433 5387 3289433 34117 11102 1148 39400 31976 4414 9315 14715 66650 7591 5769 282 32828 73267 29952 76119 4168 846 22842 788 6025 12464
internal_value=0 -325.25 -9391.74 2569.37 11.3872 9311.67 -298.369 204.789 -6906.35 -3421.45 11712.4 -7252.1 -2134.34 30870.8 37585.3 47727 -2545.31 -7025.13 7383.72 78348.9 -24721.2 10300.3 9047.71 15020.9 29312.7 46338.6 14429.8 75165.2 683.916 -7622.37
internal_weight=0 3.83296e+06 137222 485205 3.69574e+06 119123 3.57661e+06 3.32355e+06 253068 218951 44226 174725 33124 34113 29699 24312 135325 107069 236530 9597 40419 196934 190319 111027 34908 6615 28256 4956 79292 132235
internal_count=4318164 3832959 137222 485205 3695737 119123 3576614 3323546 253068 218951 44226 174725 33124 34113 29699 24312 135325 107069 236530 9597 40419 196934 190319 111027 34908 6615 28256 4956 79292 132235
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=3 2 5 5 4 5 5 1 3 5 1 1 0 3 5 5 1 1 1 0 0 0 0 4 5 0 1 1 1 1
split_gain=3.85359e+14 8.71371e+14 7.83401e+14 7.68701e+14 7.06343e+14 1.04573e+15 8.7939e+14 1.16616e+15 1.64957e+15 1.34704e+15 3.45423e+15 2.32003e+15 1.64082e+15 9.45076e+14 8.11374e+14 2.48023e+15 3.10992e+15 1.96159e+15 1.39651e+15 3.82082e+15 2.28734e+15 2.33181e+15 1.45003e+15 1.50331e+15 1.34056e+15 1.16256e+15 2.58436e+15 1.50956e+15 1.38803e+15 1.08257e+15
threshold=15.500000000000002 8.5000000000000018 104.75000000000001 13.050000000000002 3.5000000000000004 67.990000000000023 142.05000000000004 36.546174950000008 10.500000000000002 137.05000000000004 78.608766650000021 82.926290250000008 55.078308950000007 8.5000000000000018 79.010000000000005 86.810000000000016 30.468306550000005 82.784560750000011 37.275078000000001 55.551692500000009 55.030402950000003 55.110554300000004 55.349623500000007 1.5000000000000002 161.85000000000002 55.860536450000005 38.151577750000008 37.417247200000006 49.177301950000007 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 14 -6 7 8 -7 -9 -11 12 13 -12 -1 17 24 -16 19 -18 -20 -22 -23 -24 -17 28 27 29 -25 -27
right_child=1 2 -4 -5 5 6 -8 9 -10 10 11 -13 -14 -15 15 16 18 -19 20 -21 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=411.65011872339602 -4659.8384488395022 133553.61738705111 21194.203257665904 119.21038231006224 17658.545238277577 -62891.898226415949 15727.20306919742 -8059.9900321876457 64305.045247620525 48961.272884921054 -319280.36235271109 90907.194999372863 401775.54212053574 136384.44173177084 15084.526203646788 42424.091691155663 24431.388549016861 61143.343399988094 -12380.584827120578 -143943.52144295897 88645.148808396712 -56069.454821879568 -125430.99969215493 64632.989315120729 -202171.10802243944 -92183.220895565959 15561.503631127938 -116214.1519805573 -23874.368730781451 440391.22439834778
leaf_weight=2741868 510054 432 18226 715529 14346 8475 10575 68804 1159 999 880 218 35 48 58657 17377 2851 10977 90461 2556 3965 3224 758 8050 227 68 22802 2184 2272 87
leaf_count=2741868 510054 432 18226 715529 14346 8475 10575 68804 1159 999 880 218 35 48 58657 17377 2851 10977 90461 2556 3965 3224 758 8050 227 68 22802 2184 2272 87
internal_value=0 -1484.83 720.905 199.723 601.02 -7438.22 -11386.3 -14942.9 -47589.7 -10512.1 -87902.8 -203675 -270361 -295711 886.85 6638.92 -332.489 22345.2 -5338.04 -55162.9 -3325.64 15543.7 8195.61 13915.8 39270.1 16894.2 5292.84 -94812.4 45151.4 206746
internal_weight=0 1.24424e+06 734187 715961 3.07392e+06 105539 91193 80618 9634 70984 2180 1181 963 928 2.96838e+06 226516 156882 69634 139278 5407 133871 43410 39445 36221 17604 35463 25141 2339 10322 155
internal_count=4318164 1244241 734187 715961 3073923 105539 91193 80618 9634 70984 2180 1181 963 928 2968384 226516 156882 69634 139278 5407 133871 43410 39445 36221 17604 35463 25141 2339 10322 155
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=4 5 3 1 5 1 3 5 3 0 0 0 0 1 6 1 1 1 1 2 1 5 4 1 1 5 0 5 5 1
split_gain=3.65508e+14 1.1994e+15 1.35258e+15 8.6757e+14 1.51097e+15 1.42407e+15 9.24755e+14 9.18137e+14 8.6383e+14 8.5544e+14 2.1823e+15 1.90726e+15 8.37873e+14 1.18666e+15 1.14428e+15 7.78932e+14 9.0047e+14 7.56865e+14 1.34735e+15 7.54396e+14 7.35006e+14 9.91937e+14 1.42809e+15 9.14199e+14 8.29158e+14 1.10327e+15 7.1864e+14 7.0643e+14 1.15889e+15 1.13748e+15
threshold=2.5000000000000004 57.995000000000012 9.5000000000000018 30.315880100000005 88.015000000000015 30.346469350000003 23.500000000000004 77.00500000000001 21.500000000000004 59.939091550000008 54.959412650000012 59.820733200000006 43.642715500000008 40.810045900000013 1.5000000000000002 47.473138800000008 47.554129950000011 30.160599000000001 30.207352000000004 9.5000000000000018 65.520339550000017 95.020000000000024 1.5000000000000002 30.243224600000001 83.053286850000021 91.050000000000011 60.693675950000006 87.00500000000001 80.815000000000012 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 -2 7 8 -5 9 10 -6 -12 13 -7 -15 -16 -17 -13 -19 20 21 -3 -23 -24 25 -22 -11 28 -14 -29
right_child=3 2 -4 5 6 12 -8 -9 -10 26 11 17 27 14 15 16 -18 18 -20 -21 24 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-394.04718573390755 -29368.670746508866 12303.039054124956 1955.8566583793374 -2474.7263442303247 44653.755183459725 47885.723911260371 -68061.581703926204 55637.178110703884 110277.75375380312 46809.597208373656 -235862.5026595745 59799.214149659863 -1991.0023367900762 -44445.326269280224 -2222.7635058374535 89394.046587126024 -2439.9982852672706 -204451.22853763204 -27272.273693303461 -181831.59496133207 40478.606481879964 -131673.68564665443 121933.0106595403 -23980.497228069282 7495.8657860068697 170831.12904274199 -194839.84589843752 8142.8314021531187 10282.64567739505 -10213.489493556015
leaf_weight=2740565 28266 112438 467512 4357 4104 8163 1441 7231 909 5286 517 735 577253 4111 7902 2514 1856 497 3146 198 11267 1147 501 3004 8762 689 126 41366 88759 183542
leaf_count=2740565 28266 112438 467512 4357 4104 8163 1441 7231 909 5286 517 735 577253 4111 7902 2514 1856 497 3146 198 11267 1147 501 3004 8762 689 126 41366 88759 183542
internal_value=0 495.886 4523.71 -1706.93 -15262.5 -1048.54 8526.41 33787.5 15730.3 9766.53 -9127.72 -54218.5 -1489.5 16736.7 1216.44 16512.7 50390.8 -32768 -51444.1 13222.6 13502.9 10430.9 -34819.2 -3123.82 30864.7 47990.6 41183.6 -1991.65 -355.301 -6837.32
internal_weight=0 3.34608e+06 605518 972081 45027 927054 16761 11588 15320 14411 8999 4895 915466 24546 16383 12272 4370 4378 3643 138006 137808 117090 4652 3505 20718 11956 5412 890920 666012 224908
internal_count=4318164 3346083 605518 972081 45027 927054 16761 11588 15320 14411 8999 4895 915466 24546 16383 12272 4370 4378 3643 138006 137808 117090 4652 3505 20718 11956 5412 890920 666012 224908
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 0 5 1 1 0 3 1 5 0 0 3 0 5 5 3 4 5 4 0 1 0 1
split_gain=3.4726e+14 9.89266e+14 7.90984e+14 5.62057e+14 5.33078e+14 6.14503e+14 2.11576e+15 7.57673e+14 8.40948e+14 6.04144e+14 5.0156e+14 1.15535e+15 8.76341e+14 9.28272e+14 6.52395e+14 5.60006e+14 5.22406e+14 4.37118e+14 1.3488e+15 4.02179e+14 3.99912e+14 3.88789e+14 3.71426e+14 3.69399e+14 9.84336e+14 1.28404e+15 2.36753e+15 9.01875e+14 8.7544e+14 7.585e+14
threshold=113.46563545000002 61.785186750000001 53.37994195000001 48.713222300000005 104.38035940000002 103.85249100000001 52.485928400000006 93.043229050000022 51.83362145000001 69.610000000000014 91.398302750000013 86.192907650000009 53.516665650000007 11.500000000000002 92.928903050000017 65.045000000000016 55.975961550000008 51.83362145000001 9.5000000000000018 51.717367500000009 102.01000000000001 93.00500000000001 3.5000000000000004 2.5000000000000004 78.010000000000005 1.5000000000000002 55.388132500000005 30.346469350000003 54.725565150000001 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 9 10 -9 -7 11 23 -12 14 15 -14 -17 18 -5 -6 -19 -13 -3 24 -1 26 -26 28 -27 -30
right_child=1 22 -4 17 19 6 -8 8 -10 -11 12 21 13 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=228.9677849496392 76059.832008670521 -4825.2528485768544 -39972.775068298157 -50043.461803485843 -110265.30613492004 39473.890801685164 -27045.904083131412 89198.066786921278 -29869.309909540592 109423.4183876664 -63030.09085822988 -25275.595421229304 18309.055834808671 -5975.6405212494965 -1934.1528933431082 9189.2994748492729 65319.21907404736 18239.933451910056 83332.186980935803 -16058.087422782652 -67340.063223951904 -134213.42835237875 61707.516694759383 -1805.8189954183003 14893.648755071528 150128.97907070068 -96086.479247908268 14854.640180967319 -40606.696512996597 58467.222766214472
leaf_weight=3179343 1211 1034 3771 3525 468 7302 5671 623 12391 1486 1681 14850 26066 23807 11758 2359 5581 12987 966 14291 570 335 4451 926302 5854 851 2862 40485 940 4343
leaf_count=3179343 1211 1034 3771 3525 468 7302 5671 623 12391 1486 1681 14850 26066 23807 11758 2359 5581 12987 966 14291 570 335 4451 926302 5854 851 2862 40485 940 4343
internal_value=0 10999 1909.03 10109.7 -73.1146 -7.61318 20572.9 -77.4592 -24169.4 51302 -3.6421 -145.583 8315.7 10039.6 18370.9 25391.6 48642.8 5684.5 -21354.8 -19045.3 14641.7 -27678.9 49165.1 -45.1038 459.105 13681.9 -21548 20268.6 56001.4 40839.1
internal_weight=0 28515 23030 19259 4.28965e+06 4.27489e+06 14459 4.26043e+06 13014 8788 4.24742e+06 4.17616e+06 71252 69571 45764 34006 7940 18048 4491 14759 13557 15185 5485 4.16098e+06 3.23468e+06 55335 8716 46619 6134 5283
internal_count=4318164 28515 23030 19259 4289649 4274890 14459 4260431 13014 8788 4247417 4176165 71252 69571 45764 34006 7940 18048 4491 14759 13557 15185 5485 4160980 3234678 55335 8716 46619 6134 5283
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=5 1 2 1 4 5 4 3 6 1 0 0 3 1 1 3 0 5 0 5 3 5 3 0 3 1 1 0 0 1
split_gain=3.48054e+14 5.75585e+14 4.69287e+14 6.81148e+14 5.69222e+14 7.45829e+14 4.2438e+14 3.75278e+14 8.84807e+14 1.06117e+15 9.08895e+14 1.64333e+15 1.63904e+15 1.61939e+15 1.61935e+15 1.35283e+15 1.84737e+15 1.53229e+15 1.75147e+15 1.20689e+15 1.18347e+15 1.53751e+15 1.37285e+15 1.58462e+15 2.03576e+15 1.4727e+15 1.2888e+15 1.06522e+15 1.03697e+15 1.02597e+15
threshold=24.010000000000002 36.585378200000001 5.5000000000000009 38.633372000000001 -1.0000000180025095e-35 13.050000000000002 2.5000000000000004 15.500000000000002 1.5000000000000002 38.984911950000004 55.07108800000001 55.061033200000004 17.500000000000004 49.073956850000009 82.91993380000001 24.500000000000004 55.576287050000012 85.020000000000024 55.899899800000007 68.52500000000002 25.500000000000004 73.405000000000015 32.500000000000007 55.806974650000008 30.500000000000004 37.457850350000008 37.777459000000007 55.801980100000009 55.719391050000006 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 -1 -2 10 -10 11 -9 13 19 -13 16 -14 29 -19 -12 21 -17 23 24 26 -24 28 -26 -22 -18
right_child=7 2 3 -5 5 -7 -8 8 9 -11 12 14 15 -15 -16 20 17 18 -20 -21 22 -23 25 -25 27 -27 -28 -29 -30 -31
leaf_value=-30829.418970219896 744.20657726885202 -7917.1670245882697 52597.549372745016 -3418.2296435870048 153348.88756306315 -4453.8244815457556 159952.76802171613 -59.802274073294441 5603.4578800336203 -2658.0314547469607 -20636.885180337031 123463.50526756012 -34440.598635945942 483.07497748524366 -13793.668031101852 -13634.571972364312 10919.085523897093 89346.95147433487 6210.4754451065492 -55807.03160020191 174474.60533392266 -58267.051187326157 101754.09703554513 -3120.8157237574942 -24551.300635945936 -31028.337174265253 -6251.1788437474324 162330.00681141313 74856.937692554638 -6767.915762278546
leaf_weight=9791 2999326 68191 4918 20836 319 4902 118 209050 297182 326071 56911 2139 12145 32301 1437 64408 76308 4589 5659 11776 1487 8769 889 18373 3751 13824 1331 332 3515 57516
leaf_count=9791 2999326 68191 4918 20836 319 4902 118 209050 297182 326071 56911 2139 12145 32301 1437 64408 76308 4589 5659 11776 1487 8769 889 18373 3751 13824 1331 332 3515 57516
internal_value=0 -5577.06 -3280.78 6926.17 28184.3 5187.83 -28557.5 144.525 -1342.25 1281.25 -4130.09 1090.01 -7098.74 -17982.8 68307.3 -3070.99 3013.93 6171.28 43438.5 -26666.6 -11217.8 -18983 1844.33 14544 45703.5 -23005.3 81200.9 -9355.47 104471 3317.42
internal_weight=0 109075 99166 30975 10139 5221 9909 4.20909e+06 1.20976e+06 623253 586510 212626 373884 100988 3576 272896 156217 144072 10248 68687 116679 73177 43502 28789 10416 14713 6333 4083 5002 133824
internal_count=4318164 109075 99166 30975 10139 5221 9909 4209089 1209763 623253 586510 212626 373884 100988 3576 272896 156217 144072 10248 68687 116679 73177 43502 28789 10416 14713 6333 4083 5002 133824
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 4 2 0 0 0 3 1 3 5 1 0 3 3 1 3 1 1 0 0 0 1 0 1 1 5
split_gain=3.54572e+14 2.49914e+15 2.00521e+15 1.70745e+15 1.5356e+15 2.02445e+15 1.27767e+15 1.00768e+15 1.22973e+15 1.26682e+15 1.07764e+15 1.01173e+15 9.84317e+14 1.07387e+15 9.77263e+14 1.11083e+15 9.22615e+14 1.14513e+15 1.30953e+15 1.38706e+15 9.1788e+14 3.05612e+15 2.93521e+15 3.50381e+15 3.03302e+15 2.36585e+15 1.85748e+15 1.7388e+15 1.69555e+15 4.34755e+15
threshold=37.503486000000002 37.582182450000005 55.299834250000011 56.197733450000008 58.305000000000007 1.0000000180025095e-35 2.5000000000000004 55.518428350000008 55.806974650000008 55.885524800000006 26.500000000000004 37.533784800000006 8.5000000000000018 35.305000000000007 30.451272450000005 59.932719750000011 32.500000000000007 27.500000000000004 37.832345550000007 29.500000000000004 38.058342000000003 38.422276900000007 55.591389050000011 55.535913550000011 55.946414150000003 37.615058950000012 55.551692500000009 37.792847950000002 37.832345550000007 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 12 -7 10 -10 -9 -11 13 -1 -8 -16 17 20 19 -19 22 -22 23 -3 28 26 -25 -26 29 -24
right_child=1 16 3 -5 5 7 14 8 9 11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 24 25 27 -27 -28 -29 -30 -31
leaf_value=-24145.377396062617 -57089.367370962667 -9808.3842560194662 14937.59600338071 -30286.030410357533 -232209.46393581081 5523.6622077702996 4218.6543456842128 95085.348828445349 193.41443811535163 15186.441634948926 15820.99800864787 134100.58085056915 -18238.168721885144 3560.3068911499513 -2038.0502639529579 -24022.425450412895 -28864.392040970666 205325.60271589205 5185.9574036420236 50891.332035807493 21775.379706619184 92.129411579633754 6696.9013629302081 -58548.870327724508 -88817.105813996561 -70500.714805794196 108693.58682443912 -20396.593660209499 -6593.6297454504065 88956.19013808234
leaf_weight=17848 3434 69720 48210 5998 259 4375 296613 9111 5310 1268 2113 1642 75296 64719 275459 25076 11030 708 6334 3257 66423 3036977 140904 1246 4686 17505 1422 17912 96577 6732
leaf_count=17848 3434 69720 48210 5998 259 4375 296613 9111 5310 1268 2113 1642 75296 64719 275459 25076 11030 708 6334 3257 66423 3036977 140904 1246 4686 17505 1422 17912 96577 6732
internal_value=0 417.121 17703.1 20983.8 25237.9 45861.5 -1968.54 48885.1 58641.7 29255.1 80163.3 82285.1 -9969.33 -2428.66 146.567 -3872.38 11.3667 103.143 33398.5 78467.5 4.03899 556.223 -4800.07 -20428.1 465.271 -57131 30588.6 -34584.5 3708.57 10447.8
internal_weight=0 3.56315e+06 81720 78286 72288 24078 755011 23819 19444 8220 11224 2910 157863 82567 597148 300535 3.48143e+06 3.4704e+06 10299 3965 3.4601e+06 3.1034e+06 356704 89893 266811 20173 2668 22598 244213 147636
internal_count=4318164 3563153 81720 78286 72288 24078 755011 23819 19444 8220 11224 2910 157863 82567 597148 300535 3481433 3470403 10299 3965 3460104 3103400 356704 89893 266811 20173 2668 22598 244213 147636
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 1 0 3 0 4 1 0 1 0 0 5 0 0 1 1 3 3 0 0 0 0 0 5 0 3
split_gain=3.25235e+14 4.5528e+15 3.62029e+15 1.94589e+15 2.65759e+15 2.13465e+15 3.49037e+15 1.59215e+15 1.91092e+15 1.64951e+15 1.50672e+15 3.34276e+15 2.12713e+15 2.01482e+15 2.92196e+15 1.69359e+15 1.46735e+15 1.46091e+15 1.44968e+15 2.03699e+15 2.58398e+15 1.28175e+15 1.23847e+15 1.74564e+15 3.61513e+15 2.03547e+15 3.98351e+15 3.43388e+15 3.42739e+15 2.47929e+15
threshold=48.712293450000011 49.201680550000006 46.037218400000008 55.777112100000004 49.111504200000006 49.148175700000003 55.812836050000008 10.500000000000002 43.056445700000005 2.5000000000000004 43.808567100000012 56.197733450000008 40.247294600000011 57.692655200000004 45.059881250000011 101.05000000000001 57.945214300000011 56.301440000000007 39.694727950000008 39.739656000000004 10.500000000000002 20.500000000000004 63.563300600000012 60.693675950000006 58.049540950000008 56.791364150000007 56.852744000000008 72.010000000000005 55.099723300000008 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 16 6 -6 8 -4 -10 12 -12 18 14 -14 21 -5 -17 -1 -20 -21 -13 23 24 25 28 27 -27 -3 -30
right_child=1 22 7 4 5 -7 -8 -9 9 -11 11 15 13 -15 -16 17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-719.85802962884907 -1604.4298188749569 1448.5264336874582 15031.359870884669 12496.120361628264 192470.82679405785 30963.982851426521 59213.652503242636 -44917.876606036385 -12123.322662126171 -47412.178193465581 -6420.5057793250562 27878.791028695356 -3819.0485908319674 38251.741189100627 -37358.126007720006 -17959.290464342004 208175.49991117572 152174.18207265169 20066.523031560126 7964.3608215453924 -23088.288141937315 -30112.804883622728 -35514.147801434563 25448.859986527797 -39896.003265590582 16743.445920859784 855.02409840494374 69529.714193534528 -5007.2188195828385 -24021.806746326129
leaf_weight=1810376 24522 1098608 19385 39187 2461 16584 9764 18671 58003 17166 56539 54479 65848 7013 42899 689 387 1887 84406 113048 35123 4098 9837 26693 22781 64618 227892 15228 279059 90913
leaf_count=1810376 24522 1098608 19385 39187 2461 16584 9764 18671 58003 17166 56539 54479 65848 7013 42899 689 387 1887 84406 113048 35123 4098 9837 26693 22781 64618 227892 15228 279059 90913
internal_value=0 966.053 -779.646 22563.3 31229.8 54335.1 86039.5 -18232.2 -12962.8 -20182.1 88.4197 11106.8 -512.295 -13699.4 -17049.7 27311.6 14409.7 106669 234.928 7666.97 603.526 23821.7 -127.029 63.6293 -313.008 194.638 7589.51 26810.7 -1354.94 -9679.66
internal_weight=0 1.92853e+06 2.38963e+06 92905 68383 28809 12225 113225 94554 75169 2.2764e+06 117692 2.15871e+06 115760 108747 61153 39574 2576 2.04295e+06 232577 148171 58577 1.83563e+06 1.82579e+06 1.7991e+06 1.77632e+06 307738 79846 1.46858e+06 369972
internal_count=4318164 1928534 2389630 92905 68383 28809 12225 113225 94554 75169 2276405 117692 2158713 115760 108747 61153 39574 2576 2042953 232577 148171 58577 1835629 1825792 1799099 1776318 307738 79846 1468580 369972
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 1 0 0 1 4 0 1 4 0 1 1 3 5 3 1 0 0 0 0 1 0 0 0 0
split_gain=3.77397e+14 1.4206e+15 1.4008e+15 3.15735e+15 5.77598e+15 2.54603e+15 4.56583e+15 4.45945e+15 2.75387e+15 1.93906e+15 1.87356e+15 1.15345e+15 1.06962e+15 1.03588e+15 1.02045e+15 9.87806e+14 3.48506e+15 2.89516e+15 2.90086e+15 1.5912e+15 1.38268e+15 1.13886e+15 9.87608e+14 9.29927e+14 8.90919e+14 8.86594e+14 8.72988e+14 2.33155e+15 2.63144e+15 3.34385e+15
threshold=87.00500000000001 82.00500000000001 30.451272450000005 37.275078000000001 55.416472000000006 37.832345550000007 37.998366300000008 55.91302515000001 55.576287050000012 37.642309100000013 1.5000000000000002 55.762622900000004 30.578016350000002 2.5000000000000004 55.851332700000007 82.940215400000014 82.907204800000002 6.5000000000000009 132.05000000000004 20.500000000000004 82.91993380000001 55.02863030000001 55.013931500000005 55.046835900000012 44.732363600000006 30.388336800000001 55.784980300000008 55.826364100000013 56.281985950000006 56.338501050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 24 7 11 8 -5 13 -2 -7 -6 -10 -11 16 26 18 -18 22 -20 -22 -19 -21 -4 -12 -8 -28 -29 -30
right_child=2 -3 3 5 12 6 15 -9 9 14 25 -13 -14 -15 -16 -17 17 19 20 23 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-35.598626761118489 -140054.25662196867 12703.202172062882 188171.35927972561 -4886.3043010254687 -48726.382700135284 -61317.680459494208 -10427.577397003995 -108219.88615992149 -79531.317330539925 156032.35748521966 13508.183003195954 -155788.02605749777 -137692.64236124704 51756.210302645311 49845.104678349431 -15279.454161582629 120643.50763762719 8037.6274353947483 145886.77003021241 67066.645875322793 -313653.59910714289 -89937.266231264148 128106.42649713029 -74242.638950859007 17237.781956234372 68274.986238293481 71963.404263487246 -68183.819914026782 96380.868312685401 -1742.0842515141603
leaf_weight=3947004 759 89527 328 8289 1830 3400 84979 2215 645 2989 30510 2085 5167 8806 1298 62442 559 796 128 1071 469 442 4915 824 4333 3273 4874 5139 3853 35215
leaf_count=3947004 759 89527 328 8289 1830 3400 84979 2215 645 2989 30510 2085 5167 8806 1298 62442 559 796 128 1071 469 442 4915 824 4333 3273 4874 5139 3853 35215
internal_value=0 246.938 -3539.26 -6176.14 -56975.1 -3660.72 -7183.98 27033.1 40634 68099.2 15323.3 -97228.5 -114424 42796.3 123881 -4783.01 -208.1 59316.7 -63042.9 85024.1 -161869 -205111 111371 5621.34 29266.6 18814.2 -4294.82 6323.44 -913.626 7935.09
internal_weight=0 4.03653e+06 281633 247091 11658 235433 211191 24242 22027 13738 34542 5485 6997 9451 4287 205706 143264 9204 1598 7606 1039 911 5711 1895 4661 33783 134060 49081 44207 39068
internal_count=4318164 4036531 281633 247091 11658 235433 211191 24242 22027 13738 34542 5485 6997 9451 4287 205706 143264 9204 1598 7606 1039 911 5711 1895 4661 33783 134060 49081 44207 39068
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=4 5 2 0 0 1 5 1 3 3 1 3 1 0 1 0 1 1 1 1 0 0 0 0 5 1 0 1 0 5
split_gain=3.19182e+14 9.26166e+14 3.92665e+14 4.24799e+14 3.94317e+14 3.696e+14 3.98471e+14 3.4571e+14 1.27771e+15 1.76922e+15 1.12769e+15 1.72717e+15 9.77797e+14 6.63701e+15 5.12039e+15 2.67391e+15 2.30031e+15 2.99807e+15 2.55356e+15 2.31446e+15 2.44455e+15 2.40286e+15 2.23906e+15 3.26452e+15 2.58629e+15 2.95584e+15 2.15648e+15 2.33281e+15 2.41583e+15 1.95075e+15
threshold=4.5000000000000009 225.45000000000002 5.5000000000000009 45.029420750000007 55.002082750000007 39.899261850000009 96.015000000000015 83.015546400000019 9.5000000000000018 10.500000000000002 82.991167100000027 9.5000000000000018 65.480823400000006 54.978840000000005 60.837513500000007 57.265292900000006 60.55755580000001 57.550671000000001 60.479177250000006 55.912026600000011 54.484631300000011 54.762542150000009 56.791364150000007 56.863241500000008 64.805000000000021 60.628582700000003 55.050600750000008 82.907204800000002 55.025681450000008 87.395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 -4 -5 -2 -7 10 -9 -10 12 -12 14 29 16 -16 17 19 -19 -1 -21 -22 -18 24 -24 -26 27 -15 -29 -14
right_child=1 2 3 4 -6 6 -8 8 9 -11 11 -13 13 26 15 -17 22 18 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-126.99247706105812 -4951.9050494870553 29018.894215308224 -30091.076850681678 324207.50485026045 89362.891714348589 3249.0246117008369 -52442.14483347768 -1619.9551980977285 26958.899536216668 1050.2025901059978 30754.94914923059 -8267.2594344714489 -7584.9174498575521 5029.4076962823247 -17187.514988512688 -96630.193055279597 -12084.083087998553 -33334.587565962611 2638.7706332406319 -32810.049373841517 48645.811761089513 10320.178896417327 21914.402576986475 -5434.0519934118174 98189.450542333594 11372.307693389153 5505.6370303714839 48755.143698880755 17743.19482191616 -74029.181483435401
leaf_weight=2710322 5767 1169 102 144 142 1690 5358 188726 45711 62249 11877 252084 244332 59982 126188 4384 24945 49471 32826 8908 24065 51085 41582 29281 11258 6018 207988 40896 65114 4500
leaf_count=2710322 5767 1169 102 144 142 1690 5358 188726 45711 62249 11877 252084 244332 59982 126188 4384 24945 49471 32826 8908 24065 51085 41582 29281 11258 6018 207988 40896 65114 4500
internal_value=0 -14877.7 57950.7 145119 207606 -23726.2 -39088.3 49.6824 3343.48 12020.1 -194.191 -6511.44 251.293 3868.96 -470.785 -19854.8 375.775 -174.184 -18985.8 379.836 16721.7 22593.1 14365.9 21851.7 35425.9 67947.2 12289.4 20789.5 29706.8 -8786.53
internal_weight=0 14372 1557 388 286 12815 7048 4.30379e+06 296686 107960 4.00711e+06 263961 3.74314e+06 622812 3.12033e+06 130572 2.98976e+06 2.87668e+06 82297 2.79438e+06 84058 75150 113084 88139 58858 17276 373980 165992 106010 248832
internal_count=4318164 14372 1557 388 286 12815 7048 4303792 296686 107960 4007106 263961 3743145 622812 3120333 130572 2989761 2876677 82297 2794380 84058 75150 113084 88139 58858 17276 373980 165992 106010 248832
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 0 1 2 2 5 1 0 0 1 0 5 0 5 1 0 1 1 1 1 0 1 0 1 5 1
split_gain=3.27681e+14 7.73386e+14 6.94129e+14 9.50386e+14 1.29512e+15 9.78324e+14 6.38187e+14 6.09709e+14 5.94216e+14 8.91772e+14 8.0824e+14 1.20194e+15 1.14296e+15 2.9062e+15 2.68764e+15 2.47252e+15 2.24866e+15 1.8933e+15 1.51534e+15 1.3119e+15 2.92716e+15 2.42236e+15 2.38924e+15 1.48971e+15 1.11316e+15 1.92297e+15 1.50977e+15 1.69087e+15 1.41965e+15 1.28394e+15
threshold=15.500000000000002 43.592450450000008 44.998833400000002 45.053747000000008 38.969379750000009 45.040161900000008 37.314272700000011 15.500000000000002 4.5000000000000009 73.010000000000005 37.777459000000007 55.860536450000005 59.820733200000006 37.436176200000013 55.885524800000006 60.610000000000007 55.975961550000008 86.02500000000002 37.417247200000006 59.904813200000007 30.305955500000003 30.226173900000003 30.160599000000001 30.323743050000001 55.576287050000012 37.582182450000005 55.455204450000004 37.436176200000013 59.810000000000009 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 6 4 -4 -6 -3 -1 9 -5 11 24 13 14 15 -13 18 -18 -16 20 22 -21 -14 -22 25 26 -10 -28 -26 -30
right_child=1 2 3 8 5 -7 -8 -9 10 -11 -12 12 19 -15 16 -17 17 -19 -20 21 23 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=565.83257133672419 38362.292676796838 64704.315649815602 43810.69332868018 -3518.0728333223788 -3885.2732480972927 26812.15338637503 -18013.338040814637 -170240.03045847133 -12962.285382078904 -20227.525590786459 -2941.0202843134225 -59519.792402345862 34433.178397851822 5171.8324776472045 53015.269746135331 -212087.49118771465 -36827.60948385801 -197253.19741366443 -87927.333080226643 36076.894126822117 99741.692806681138 -10549.75770041686 -63503.274942619581 25810.575541283029 6638.4607326575242 -29802.640489007055 139329.55401423265 23960.191262330405 -10282.341598848112 38282.658145509515
leaf_weight=3073714 4880 960 10038 183759 37662 14333 32824 209 11782 38659 578863 3464 3933 32056 4612 1532 11702 785 914 12996 3017 78112 6794 28209 71765 17220 1414 12506 6522 32928
leaf_count=3073714 4880 960 10038 183759 37662 14333 32824 209 11782 38659 578863 3464 3933 32056 4612 1532 11702 785 914 12996 3017 78112 6794 28209 71765 17220 1414 12506 6522 32928
internal_value=0 -1369.21 -1525.65 -1129.49 10925.5 4576.81 -15662.8 554.219 -1783.42 -6422.38 -663.288 3189 -2175.02 -14291.6 -41407.9 -106304 -23408.6 -46912.8 29703.4 2839.21 17471.8 -3898.75 -27595.4 32953.7 9735.85 -3943.55 13381.7 35679.5 15015.2 30253.7
internal_weight=0 1.24424e+06 1.23936e+06 1.20558e+06 62033 51995 33784 3.07392e+06 1.14354e+06 222418 921126 342263 188126 55065 23009 4996 18013 12487 5526 133061 41953 91108 10727 31226 154137 42922 25702 13920 111215 39450
internal_count=4318164 1244241 1239361 1205577 62033 51995 33784 3073923 1143544 222418 921126 342263 188126 55065 23009 4996 18013 12487 5526 133061 41953 91108 10727 31226 154137 42922 25702 13920 111215 39450
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=4 5 3 1 5 1 0 0 5 0 1 1 6 1 1 5 6 0 5 3 4 1 0 1 0 1 5 1 5 5
split_gain=3.12157e+14 8.48486e+14 9.54985e+14 7.51286e+14 1.16259e+15 1.0995e+15 8.2745e+14 1.49005e+15 8.14831e+14 7.09495e+14 1.00143e+15 9.04161e+14 8.43128e+14 6.94891e+14 1.1786e+15 1.52416e+15 8.378e+14 7.06837e+14 6.88384e+14 9.08786e+14 7.68869e+14 7.3564e+14 6.88138e+14 1.3593e+15 7.65861e+14 9.90225e+14 7.05873e+14 9.18708e+14 9.84287e+14 8.38495e+14
threshold=2.5000000000000004 56.835000000000008 9.5000000000000018 30.315880100000005 91.050000000000011 30.346469350000003 59.882016200000002 59.846652800000008 77.00500000000001 44.039893800000009 40.810045900000013 39.925119750000007 1.5000000000000002 39.071052600000009 30.468306550000005 137.05000000000004 1.5000000000000002 43.514103700000014 84.030000000000015 4.5000000000000009 1.5000000000000002 30.160599000000001 45.005863250000004 37.328003200000005 45.03656895000001 39.969502550000009 87.00500000000001 82.871296800000025 75.015000000000015 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 -2 6 7 -5 -8 10 11 -7 -12 14 15 18 -16 -15 20 -20 21 -3 23 -11 25 -24 27 -26 -29 -30
right_child=3 2 -4 5 -6 9 8 -9 -10 22 12 -13 -14 17 16 -17 -18 -19 19 -21 -22 -23 24 -25 26 -27 -28 28 29 -31
leaf_value=-322.59826403128608 -25048.295846662266 166261.20266329611 1589.0579554738383 384.41585429022206 9591.1840163388752 30014.070731654963 -24039.451586891977 152769.30695663931 38302.732528866924 47655.199645258632 -37826.23368353548 128682.25673772162 12273.118403481611 -12383.131806016761 -32625.618920363999 -336300.13444120763 868.36144409586859 19670.041868639681 -56325.026573835108 100579.9067797052 11097.805181976546 34003.05530886411 28838.851711300984 -25050.401265552508 -2341.4460032350521 -42629.321515615797 -6787.5331163585033 1949.759360477937 28331.52262686934 -5688.6939819310383
leaf_weight=2697450 30915 632 497312 1233 14112 8222 3316 1338 5701 2872 4305 1047 15289 7565 9399 118 36351 75960 448 2097 17494 1257 14930 24573 469869 2228 211145 121440 29994 9552
leaf_count=2697450 30915 632 497312 1233 14112 8222 3316 1338 5701 2872 4305 1047 15289 7565 9399 118 36351 75960 448 2097 17494 1257 14930 24573 469869 2228 211145 121440 29994 9552
internal_value=0 458.268 3705.63 -1577.44 -14191.9 -964.762 29645.2 79688.6 15376.4 -1352.22 14077.1 41159.3 1265.78 10661.7 3140.02 22133.9 -6012.73 16766.9 24062.7 72959.7 17642.5 78252.5 -1854.52 -17442.1 -1356.59 19558.6 -1782.79 -107.722 6411.84 20114.2
internal_weight=0 3.34608e+06 648633 972081 45027 927054 11588 2571 9017 915466 28863 9269 19594 151321 67796 22046 45750 83525 21928 2545 19383 1889 886603 27445 859158 17158 842000 630855 160986 39546
internal_count=4318164 3346083 648633 972081 45027 927054 11588 2571 9017 915466 28863 9269 19594 151321 67796 22046 45750 83525 21928 2545 19383 1889 886603 27445 859158 17158 842000 630855 160986 39546
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=5 4 3 4 5 3 0 0 0 5 5 1 0 1 0 1 1 0 0 5 3 6 5 1 3 0 3 5 0 0
split_gain=3.05151e+14 7.66334e+14 5.28429e+14 3.13659e+14 6.36528e+14 8.2799e+14 6.26254e+14 2.98283e+15 2.25476e+15 1.88189e+15 1.63713e+15 1.45915e+15 1.47428e+15 1.11418e+15 1.09386e+15 2.44685e+15 1.38351e+15 1.08586e+15 1.07921e+15 7.97724e+14 9.47449e+14 7.61579e+14 1.58527e+15 9.46903e+14 9.23721e+14 7.61732e+14 7.43422e+14 7.40612e+14 7.3421e+14 1.19822e+15
threshold=18.050000000000004 1.5000000000000002 9.5000000000000018 2.5000000000000004 57.705000000000005 9.5000000000000018 56.852744000000008 56.802385350000009 56.367862600000002 94.040000000000006 109.05000000000001 60.08989780000001 56.819808050000006 60.628582700000003 56.301440000000007 43.94115175000001 44.083877800000003 56.663136550000011 56.338501050000012 89.00500000000001 21.500000000000004 1.5000000000000002 68.00500000000001 30.305955500000003 11.500000000000002 59.904813200000007 12.500000000000002 120.05000000000001 56.054485600000007 56.143542450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 8 14 -9 17 -11 -13 -14 28 -16 18 -10 19 -17 -21 22 26 27 25 -24 -8 -23 -5 -30
right_child=3 2 -4 6 5 -7 21 9 10 11 -12 12 13 -15 15 16 -18 -19 -20 20 -22 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-15505.366354876967 -122.48113087528368 11197.330094581026 97388.504728665983 -85.190081355288328 10237.919671978132 1452.972840657565 110077.82061369973 20262.878804864744 -47686.707444840016 -111019.60029119319 -141773.49042567049 21910.295691899355 171262.03773158192 13114.612962637377 -8630.7530455632295 76621.580060209206 -47594.787462928587 -5546.9599949085996 -52296.617975438785 174120.54136911407 -276038.1993326823 -32871.984331200423 2877.6873229745956 -6516.7962287819228 -13015.505591897559 59117.98541098016 30623.068719310424 38190.197212097672 -38803.746150139057 1528.463938556677
leaf_weight=28119 2705709 3004 932 695306 138916 471208 1707 14094 11142 330 1252 1418 2638 536 7674 2613 759 13553 438 1802 48 22473 7027 121708 24781 3664 3797 1569 13072 16875
leaf_count=28119 2705709 3004 932 695306 138916 471208 1707 14094 11142 330 1252 1418 2638 536 7674 2613 759 13553 438 1802 48 22473 7027 121708 24781 3664 3797 1569 13072 16875
internal_value=0 -9720.56 31606.4 72.6982 535.451 3453.17 -1508.72 -268.503 -1241.57 38853.4 -30215.6 92086.8 106683 144555 -223.695 28158.5 78038.4 -24559.8 97494.7 112195 162441 -6712.97 5331.69 -10099.2 -2416.2 22152.3 55265 -28234.4 -745.509 -16076.7
internal_weight=0 32055 3936 4.28611e+06 3.31583e+06 610124 970276 783550 764534 19016 25947 4922 4592 3174 738587 13334 5660 24695 4901 4463 1850 186726 40976 145750 35472 10691 5504 24042 725253 29947
internal_count=4318164 32055 3936 4286109 3315833 610124 970276 783550 764534 19016 25947 4922 4592 3174 738587 13334 5660 24695 4901 4463 1850 186726 40976 145750 35472 10691 5504 24042 725253 29947
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=3 5 0 5 1 3 4 0 0 1 0 2 5 1 1 1 6 3 0 0 3 5 1 1 1 0 1 5 1 3
split_gain=2.939e+14 9.17845e+14 5.2344e+14 2.99823e+14 3.11983e+14 2.97484e+14 7.15854e+14 5.5907e+14 5.46916e+14 8.68075e+14 6.16272e+14 5.34327e+14 5.10004e+14 9.4076e+14 5.63494e+14 5.57188e+14 6.40303e+14 7.47646e+14 5.94052e+14 1.18762e+15 7.08733e+14 1.28634e+15 1.03011e+15 8.16618e+14 1.06819e+15 1.08537e+15 1.38237e+15 8.00636e+14 1.05727e+15 1.07225e+15
threshold=1.5000000000000002 105.35000000000001 47.425481600000005 69.610000000000014 37.832345550000007 24.500000000000004 1.0000000180025095e-35 55.924336300000007 47.155083450000006 38.984911950000004 44.732363600000006 19.500000000000004 123.15000000000002 82.902675200000019 82.945329900000004 82.907204800000002 1.5000000000000002 27.500000000000004 60.063729500000008 60.042666650000008 25.500000000000004 80.00500000000001 52.395917250000004 37.889331900000009 37.971176850000006 55.820531900000013 37.944765900000007 68.52500000000002 37.777459000000007 32.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 11 7 -7 9 10 -8 -2 15 -14 -15 16 18 -18 19 20 21 23 -23 -10 25 26 -25 -22 29 -29
right_child=5 -3 3 4 -6 6 8 -9 12 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 27 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=8840.7675840298944 152.71605551340505 -156170.28653809158 -17178.20971166707 -235582.08887109376 -53120.874037750043 27998.028350140819 -70860.605346426251 -10082.339141323035 -23655.028672722729 -2134.828547952859 83713.510386102455 12625.743129570461 104.26522744667044 -149076.49574923443 145498.08011718752 8424.2658007444006 -2222.3275311084635 35587.048211294103 -79875.141572925248 27381.082684257541 -9917.4732508624274 -89303.361929348335 8641.2303679126271 26454.825341167278 -8667.3209049400048 -102850.16082762112 178082.01342277441 85238.174387895953 -17850.31067895181 -400.26787422461859
leaf_weight=8688 4019564 434 8264 100 1490 12198 289 5637 43221 5553 2399 34641 1418 898 70 26062 53044 5802 1242 7826 35027 4231 1439 1871 25541 391 886 3434 3958 2546
leaf_count=8688 4019564 434 8264 100 1490 12198 289 5637 43221 5553 2399 34641 1418 898 70 26062 53044 5802 1242 7826 35027 4231 1439 1871 25541 391 886 3434 3958 2546
internal_value=0 -12417.7 -9052.98 -24829.4 -64596.4 54.81 -3329.14 15962.2 -4843.84 20446 67094.5 259.291 -5795.9 -51776.2 -127775 -5289.21 -7165.73 1505.54 -11042.8 -10387 -12799 -18588.7 -64445.8 -14972.9 -1893.02 53069.6 75182.3 -2809.79 22241.6 48777.4
internal_weight=0 18976 18542 9854 1590 4.29919e+06 244983 17835 227148 8241 2688 4.0542e+06 218907 2386 968 216521 190459 58846 131613 130371 122545 77580 5670 71910 28689 3148 2757 44965 9938 5980
internal_count=4318164 18976 18542 9854 1590 4299188 244983 17835 227148 8241 2688 4054205 218907 2386 968 216521 190459 58846 131613 130371 122545 77580 5670 71910 28689 3148 2757 44965 9938 5980
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 0 5 5 3 0 1 1 2 5 6 5 3 5 0 1 0 0 1 0 0 1 1 5 1
split_gain=2.60901e+14 2.61181e+15 1.98886e+15 2.47092e+15 2.37364e+15 1.4236e+15 4.84603e+15 2.26502e+15 1.57569e+15 1.51531e+15 1.34772e+15 1.15514e+15 1.1901e+15 1.10938e+15 1.07417e+15 1.02142e+15 9.88769e+14 9.63474e+14 8.32459e+14 8.16643e+14 7.77618e+14 7.77395e+14 3.74885e+15 2.47627e+15 2.04178e+15 1.78443e+15 1.7136e+15 1.70254e+15 1.70172e+15 2.09931e+15
threshold=59.820733200000006 58.049540950000008 33.101335500000005 5.5000000000000009 30.362552800000003 36.546174950000008 55.416472000000006 81.910000000000011 74.610000000000014 8.5000000000000018 54.934662400000008 30.502469200000004 30.346469350000003 2.5000000000000004 89.00500000000001 1.5000000000000002 63.145000000000003 26.500000000000004 69.610000000000014 59.609407350000005 38.422276900000007 56.782419000000012 56.367862600000002 39.739656000000004 56.863241500000008 56.281985950000006 60.695889550000011 60.55755580000001 64.805000000000021 60.628582700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 18 6 8 -8 10 -10 -1 12 -5 16 20 -11 -2 -15 -3 -6 -4 22 25 -23 26 -7 27 -25 -29 -30
right_child=13 2 14 11 19 21 7 -9 9 15 -12 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-10784.185116660157 -1422.6024369775635 -10074.478611872717 -110854.71808437545 -9587.2725052404257 -36636.592408710618 43.529120911891503 -47067.229054719639 -192383.71541240855 76999.953975066688 -44419.406572239575 69220.424837734943 21351.869315035467 -64362.909968400119 5725.8964045681378 -166297.4548729645 40142.437636473449 -25962.804068695346 -34840.223848346897 -124079.38949807057 66772.18696614397 -32868.384710914652 -46128.332975754311 -21397.030997708731 4683.9054623727534 1286.1904384336194 16906.993539074425 -35486.742764235438 20039.028971738539 81502.675183655199 10902.519976428208
leaf_weight=39225 63454 4682 1341 7382 839 3212132 19222 1136 4965 2624 2225 3955 8573 325664 652 3135 22150 5962 742 8508 27470 9446 81058 41380 289090 63999 5805 42968 11844 6536
leaf_count=39225 63454 4682 1341 7382 839 3212132 19222 1136 4965 2624 2225 3955 8573 325664 652 3135 22150 5962 742 8508 27470 9446 81058 41380 289090 63999 5805 42968 11844 6536
internal_value=0 -254.21 -20266.3 -4036.38 26953.1 80.3556 -13796.3 -55176.1 2349.84 36515.7 -6489.61 -27027.1 -39019.5 2376.76 -39370.6 1613.13 -7772.37 4996.6 -25670.3 57490.1 -36498.2 347.739 -152.672 4474.74 5676.88 372.956 17372 20358.9 30932 56397
internal_weight=0 3.90093e+06 64144 34681 14771 3.83679e+06 72532 20358 52174 10724 41450 19910 15955 417230 29463 5759 85604 331626 5424 9347 28811 3.76426e+06 3.35719e+06 407069 397623 3.27613e+06 108533 102728 61348 18380
internal_count=4318164 3900934 64144 34681 14771 3836790 72532 20358 52174 10724 41450 19910 15955 417230 29463 5759 85604 331626 5424 9347 28811 3764258 3357189 407069 397623 3276131 108533 102728 61348 18380
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=3 2 2 1 1 5 1 0 1 3 3 1 5 4 1 3 1 1 5 1 1 5 2 5 3 6 5 5 0 1
split_gain=2.89236e+14 1.66788e+15 1.03008e+15 9.80593e+14 9.19984e+14 8.22936e+14 9.18574e+14 7.78049e+14 7.68239e+14 2.50867e+15 2.21957e+15 1.54397e+15 1.35004e+15 1.71976e+15 1.79791e+15 1.22625e+15 2.15343e+15 2.35905e+15 3.40178e+15 2.7782e+15 2.23366e+15 1.42856e+15 1.41604e+15 1.52137e+15 1.24774e+15 1.57512e+15 1.86832e+15 1.79316e+15 1.55053e+15 1.24542e+15
threshold=11.500000000000002 11.500000000000002 8.5000000000000018 37.692869000000009 37.503486000000002 94.040000000000006 37.582182450000005 44.580511600000001 37.971176850000006 10.500000000000002 8.5000000000000018 38.422276900000007 38.905000000000008 1.5000000000000002 34.359746700000009 6.5000000000000009 82.95335685000002 82.871296800000025 79.730000000000018 82.902675200000019 83.015546400000019 87.395000000000024 4.5000000000000009 102.01000000000001 9.5000000000000018 1.5000000000000002 39.995000000000012 85.020000000000024 55.030402950000003 60.837513500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 7 6 -6 -4 9 10 12 -10 -1 14 -14 22 17 29 -19 -20 21 24 -13 -24 -18 26 -26 28 -27 -17
right_child=2 -3 3 -5 5 -7 -8 -9 11 -11 -12 15 13 -15 -16 16 20 18 19 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-10037.969605697916 -3857.7811121839545 -208587.86231987423 234551.35170393251 -1126.4981483630479 28858.488102394873 92888.715228611807 4471.4417188973039 2833.5485905111218 16484.023291085316 37348.477427603379 -12177.327091720741 96.75590496256568 59397.823136927364 2481.3721919428726 5067.8924803276786 7542.275439696572 17059.684208203882 16765.560383234064 -9886.5541136105403 125571.01311232276 11814.927101630199 -63182.457886772769 -8364.5126979533816 -66754.053665982312 -13249.757935220841 -14586.50107254157 4191.7137928645261 -61932.882108010868 33046.504662545522 -3867.3735794705826
leaf_weight=71468 723546 381 145 578787 26898 1381 36275 225001 66157 14962 201323 810846 11589 171364 12839 480691 26352 42472 2073 5616 102200 4122 165516 4586 89412 111741 196153 7549 7279 119440
leaf_count=71468 723546 381 145 578787 26898 1381 36275 225001 66157 14962 201323 810846 11589 171364 12839 480691 26352 42472 2073 5616 102200 4122 165516 4586 89412 111741 196153 7549 7279 119440
internal_value=0 625.431 -1070.96 1250.77 6000.27 16524.4 14855 2982.78 654.674 -2960.46 -4247.54 1434.3 1725.86 6019.89 30842.8 976.753 3127.44 7012.79 27845.9 89050.8 -1510.19 -4587.01 -1643.45 -9938.71 -4036.18 -5385.06 -1269.31 -14671 -11673.4 5271.49
internal_weight=0 2.72613e+06 1.59203e+06 868487 289700 64554 63173 225146 2.72575e+06 483545 468583 2.2422e+06 267260 195792 24428 2.17605e+06 1.1951e+06 650292 50161 7689 544808 442608 980948 170102 438486 412134 285565 126569 119020 600131
internal_count=4318164 2726131 1592033 868487 289700 64554 63173 225146 2725750 483545 468583 2242205 267260 195792 24428 2176048 1195100 650292 50161 7689 544808 442608 980948 170102 438486 412134 285565 126569 119020 600131
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 0 1 0 1 4 0 5 1 1 0 0 1 0 0 0 1 3 1 0 0 0 1 1 1
split_gain=2.82288e+14 1.09519e+15 9.80414e+14 2.31899e+15 4.34195e+15 2.00986e+15 3.55711e+15 3.53819e+15 2.15276e+15 1.50748e+15 1.49997e+15 9.41125e+14 9.18797e+14 1.2793e+15 8.73719e+14 1.23793e+15 1.93597e+15 8.48918e+14 8.25595e+14 8.21125e+14 8.38502e+14 8.11196e+14 1.4095e+15 1.01104e+15 9.59799e+14 2.01129e+15 1.98196e+15 1.94682e+15 1.31693e+15 2.39482e+15
threshold=87.00500000000001 82.00500000000001 30.451272450000005 37.275078000000001 55.551692500000009 37.832345550000007 55.91302515000001 37.998366300000008 55.576287050000012 37.642309100000013 1.5000000000000002 55.762622900000004 125.85000000000001 37.503486000000002 37.39371280000001 55.86787755000001 55.812836050000008 30.578016350000002 55.851332700000007 55.708120100000009 55.842510000000011 38.969379750000009 20.500000000000004 38.950530550000003 55.777112100000004 55.160271200000004 55.826364100000013 49.177301950000007 60.55755580000001 44.083877800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 6 8 11 -5 12 -2 -7 14 -14 -10 16 -16 -6 -11 -15 -21 22 23 -9 25 -23 27 -26 29 -28
right_child=2 -3 3 5 17 7 -8 21 9 18 -12 -13 13 19 15 -17 -18 -19 -20 20 -22 24 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-34.508174560795744 -126306.47952969317 11150.542579931665 22994.56866683617 -3939.7375795937573 -42499.828680399914 -53070.202583115526 -96636.801118153046 -14899.540196278738 -731.51029967694694 138693.57965939402 15842.900347339415 -138403.70018822834 -11047.368426662539 105548.46458333333 58943.135922043017 -2635.8339791267322 215495.13539376427 -122237.20331097986 43181.133750805027 -715879.09013671882 -32931.923499999997 -6864.0576248029502 97245.569226305815 50388.915817991961 97753.330951440657 -54797.755111680344 14647.364809307759 -44004.345825133089 14036.761924893826 -53360.443364844221
leaf_weight=3947004 759 89527 4890 8289 1830 3400 2215 7417 2691 2989 33783 2085 533 27 3295 1777 1039 4938 1298 64 25 130912 2003 3487 4034 9381 10275 1275 26484 10438
leaf_count=3947004 759 89527 4890 8289 1830 3400 2215 7417 2691 2989 33783 2085 533 27 3295 1777 1039 4938 1298 64 25 130912 2003 3487 4034 9381 10275 1275 26484 10438
internal_value=0 213.567 -3060.97 -5266.99 -48802.4 -3111.23 24159.9 -6241.6 36307 60590.4 12719.4 -85507.8 38280.3 -76545.5 46746.7 67653.9 96473.7 -100677 109775 -377498 -524040 -4128.03 20142.5 5979.11 -5752.82 -10069.2 5780.41 63709.1 -735.747 -19624.1
internal_weight=0 4.03653e+06 281633 247091 11658 235433 24242 211191 22027 13738 34542 5485 9451 649 8802 6111 4334 6768 4287 116 89 205706 12907 10904 192799 140293 52506 5309 47197 20713
internal_count=4318164 4036531 281633 247091 11658 235433 24242 211191 22027 13738 34542 5485 9451 649 8802 6111 4334 6768 4287 116 89 205706 12907 10904 192799 140293 52506 5309 47197 20713
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=3 0 1 3 0 0 0 1 1 0 1 5 0 2 5 5 1 3 1 1 0 1 0 0 1 4 3 5 6 1
split_gain=2.79069e+14 9.59207e+14 8.57534e+14 1.10836e+15 8.33677e+14 6.81997e+14 6.29552e+14 6.8464e+14 6.20386e+14 6.57943e+14 5.12942e+14 4.23901e+14 3.31382e+14 3.30923e+14 3.27951e+14 4.00541e+14 3.69989e+14 3.06311e+14 6.36201e+14 5.99047e+14 4.45507e+14 1.24889e+15 5.18377e+14 4.73329e+14 4.27102e+14 4.25427e+14 4.16834e+14 3.87999e+14 3.75328e+14 3.83398e+14
threshold=32.500000000000007 55.56564190000001 37.542000650000013 34.500000000000007 55.74310830000001 55.769960200000007 55.708120100000009 37.417247200000006 37.533784800000006 55.695992150000002 37.362912300000012 55.990000000000002 55.695992150000002 26.500000000000004 36.515000000000008 93.00500000000001 37.712318250000003 29.500000000000004 37.39371280000001 37.457850350000008 55.769960200000007 59.76223980000001 55.834684950000003 56.791364150000007 37.726745000000001 2.5000000000000004 31.500000000000004 35.710000000000008 1.5000000000000002 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 6 -6 7 -3 9 -9 -7 -5 -10 -11 -8 16 -16 -1 -19 -20 24 22 28 -23 25 27 -25 -21 29 -22
right_child=1 4 -4 11 5 10 14 8 12 13 -12 -13 -14 -15 15 -17 -18 18 19 20 21 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=6.0550265537471457 -29250.912441947119 -267732.05148168106 133330.14165130732 130146.70057373047 70363.018646024037 71732.997356228298 8327.3118459278576 206247.65425223217 -39321.324799190937 -32662.244302117644 -18487.943550008054 513706.92400000006 -278895.90828919492 136256.57029270483 -258571.99924771176 38884.839674831084 -112839.1244338823 -33321.515402694415 188316.79339488636 42860.890208018915 11878.454895683271 -92293.059627296534 192100.23495534575 60040.790658825288 31439.579033531394 49667.307741515542 -20657.653394583474 -60926.502240340589 182046.69484589522 120988.09950993465
leaf_weight=4285890 1142 116 799 68 1101 675 239 210 2695 536 9487 50 59 148 204 148 1193 2253 220 440 846 455 489 1240 2722 638 1323 1986 272 520
leaf_count=4285890 1142 116 799 68 1101 675 239 210 2695 536 9487 50 59 148 204 148 1193 2253 220 440 846 455 489 1240 2722 638 1323 1986 272 520
internal_value=0 -12134.4 52288.3 897.444 -20024.9 -4395.42 -51754.2 -28563.2 -20958 51421.7 -12495.1 292672 -44453.8 3887.44 -100684 -117547 -134120 53.2591 15146.6 24939.3 21651.2 43060 101747 1698.86 2614.07 -22994 18384.9 -42102.7 74773.9 53413.6
internal_weight=0 18870 2059 1260 16811 11263 5548 3764 3648 894 10162 118 2754 684 1784 1545 1397 4.29929e+06 13404 11151 10931 5145 2127 3018 5786 3064 2563 2426 1638 1366
internal_count=4318164 18870 2059 1260 16811 11263 5548 3764 3648 894 10162 118 2754 684 1784 1545 1397 4299294 13404 11151 10931 5145 2127 3018 5786 3064 2563 2426 1638 1366
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=3 6 1 4 5 1 1 1 0 1 0 0 5 0 0 0 1 0 1 0 3 1 0 1 0 1 0 0 3 0
split_gain=2.58206e+14 6.78785e+14 1.01471e+15 7.04691e+14 3.03415e+15 1.05721e+15 9.36459e+14 1.06181e+15 9.17546e+14 2.08054e+15 1.23533e+15 1.00302e+15 8.82184e+14 9.94316e+14 1.68534e+15 8.75248e+14 1.25919e+15 1.17504e+15 1.15109e+15 1.09324e+15 7.39347e+14 8.09255e+14 1.01403e+15 7.39264e+14 7.28149e+14 7.10108e+14 6.94809e+14 1.36663e+15 1.40625e+15 1.15827e+15
threshold=15.500000000000002 1.5000000000000002 37.889331900000009 1.5000000000000002 66.50500000000001 30.259484550000003 30.346469350000003 30.388336800000001 59.916647550000008 30.226173900000003 59.853570100000006 59.950068600000009 43.810000000000009 59.904813200000007 59.963407450000012 55.551692500000009 37.436176200000013 55.645049100000001 30.425002000000003 55.619594000000006 17.500000000000004 37.832345550000007 55.762622900000004 30.370618100000005 55.674875350000008 37.342273500000012 59.882016200000002 59.820733200000006 23.500000000000004 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 12 26 10 -10 -5 -11 -7 -14 -15 -9 17 19 -19 -17 -18 -22 24 -6 -23 -21 27 -8 -29 -28
right_child=1 2 -4 5 23 6 7 15 9 11 -12 -13 13 14 -16 16 20 18 -20 25 21 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=491.97094993636961 -3618.7132863882371 2328.717324879583 -1897.8739128314519 6112.4860632294804 -250340.45072081737 -103029.17495222762 -91685.454516251441 -5206.4064046863941 63962.776064286045 212541.8544266281 -97663.659245807736 -57848.02587705334 106135.94083066548 -116785.54294924744 52108.01838466648 4283.5511383987459 20512.86967000088 71820.428226037766 -5996.1407648408676 160863.34470373474 58941.14924282115 -47755.427045533375 -60641.334350603436 -79036.802933791361 109490.49709927833 32557.046150122998 -143958.2981672248 -10881.580083557988 209092.78144794249 -14091.820797731212
leaf_weight=3073923 604374 110289 412903 2075 547 370 767 17731 3264 143 2565 3378 2548 681 4462 1836 23412 2036 28653 1162 13029 428 1395 467 944 686 1121 710 492 1773
leaf_count=3073923 604374 110289 412903 2075 547 370 767 17731 3264 143 2565 3378 2548 681 4462 1836 23412 2036 28653 1162 13029 428 1395 467 944 686 1121 710 492 1773
internal_value=0 -1215.42 1054.56 6425.75 745.582 11891.9 15057.1 12313 -16986.1 6449.13 -51255.1 -46866.6 47796.6 55052.6 29744.3 14737.9 19543.9 5572.42 -833.557 58936.5 31792.4 48510.3 -605.332 -171446 60437.1 113234 -33217.6 12607.9 79157.8 -64396
internal_weight=0 1.24424e+06 639867 226964 111303 115661 104236 96175 11425 6785 4640 3521 8061 7691 5143 91312 73581 34373 30689 3684 39208 15796 2767 1014 1372 1848 4863 1969 1202 2894
internal_count=4318164 1244241 639867 226964 111303 115661 104236 96175 11425 6785 4640 3521 8061 7691 5143 91312 73581 34373 30689 3684 39208 15796 2767 1014 1372 1848 4863 1969 1202 2894
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 0 3 1 1 0 1 0 0 0 5 5 1 5 5 5 0 0 1 5 0 1 5 3 0
split_gain=2.62311e+14 3.62602e+15 2.58523e+15 1.90041e+15 2.81538e+15 3.50459e+15 2.56474e+15 1.80519e+15 1.79207e+15 3.40676e+15 2.52448e+15 2.14702e+15 2.47681e+15 1.79125e+15 2.8323e+15 1.95712e+15 1.75862e+15 1.70125e+15 1.91057e+15 1.74123e+15 3.03545e+15 1.68712e+15 2.31723e+15 1.65123e+15 1.51095e+15 1.49265e+15 1.41786e+15 1.35346e+15 1.25971e+15 1.42927e+15
threshold=48.712293450000011 50.888703650000004 46.037218400000008 55.912026600000011 56.249874400000003 60.479177250000006 54.194619400000008 10.500000000000002 60.648383500000008 65.480823400000006 57.265292900000006 82.940215400000014 54.194619400000008 56.863241500000008 56.802385350000009 66.50500000000001 99.555000000000021 82.902675200000019 67.990000000000023 132.05000000000004 142.05000000000004 54.99493995000001 55.046835900000012 82.91993380000001 96.015000000000015 55.061033200000004 65.565203050000022 102.01000000000001 10.500000000000002 43.056445700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 16 6 24 -5 -2 13 10 25 12 -11 14 -7 -16 -3 26 -19 21 -21 -20 -23 -24 -6 -10 -14 -27 29 -4
right_child=1 3 28 4 5 8 -8 -9 9 11 -12 -13 17 -15 15 -17 -18 18 19 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=33.375940671191806 19850.090338836133 -10965.233818676719 13449.331913614626 -31014.079851890736 -21157.606253127218 -1075.4054064345662 27712.404634390994 65.977544960372725 -77262.710718161077 -56970.847645510134 -87452.068099533906 -1276.328688118628 19347.181167469866 -7414.4965112272712 23295.049645664269 68306.690161081147 -95964.370238923788 12825.983940554144 -8210.9385235672871 -102980.22365078889 134895.96569014667 105902.92384668543 74105.733468774139 -15824.247687081743 -143281.01919135122 -9142.8876714975177 -77.050547936710188 -70520.588589225445 -39185.002342001259 -17004.740822253745
leaf_weight=2276405 139721 118896 19385 8513 65550 35205 58816 68845 3433 5691 4567 876038 49206 32524 32905 13674 2485 74642 3401 1790 766 8427 4279 3905 1029 151509 159037 3680 18671 75169
leaf_count=2276405 139721 118896 19385 8513 65550 35205 58816 68845 3433 5691 4567 876038 49206 32524 32905 13674 2485 74642 3401 1790 766 8427 4279 3905 1029 151509 159037 3680 18671 75169
internal_value=0 867.581 -700.175 -642.37 273.577 -606.412 20287.1 13319.6 413.568 -604.127 -14151.6 1258.09 8393.86 12436.1 20330.3 36508.9 -12705.4 9611.69 20534.7 46030.6 -31691.8 55957.6 69095.7 31195.6 -23045.1 -12041.1 4512.73 -10598.3 -15448.3 -10761.2
internal_weight=0 1.92853e+06 2.38963e+06 1.71997e+06 1.59859e+06 1.53126e+06 67329 208566 1.46468e+06 1.35037e+06 163189 1.18718e+06 311144 114308 81784 46579 121381 305453 97210 22568 2556 20012 16611 8184 66579 158622 208243 155189 113225 94554
internal_count=4318164 1928534 2389630 1719968 1598587 1531258 67329 208566 1464679 1350371 163189 1187182 311144 114308 81784 46579 121381 305453 97210 22568 2556 20012 16611 8184 66579 158622 208243 155189 113225 94554
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=3 4 0 0 1 5 3 1 4 5 5 0 0 4 1 1 0 0 5 0 0 2 0 0 1 1 1 6 0 0
split_gain=2.79702e+14 6.04379e+14 4.58805e+14 7.15432e+14 8.1363e+14 4.6641e+14 8.07154e+14 8.44334e+14 8.649e+14 6.48073e+14 1.00223e+15 5.04406e+14 7.42836e+14 6.88264e+14 5.77545e+14 4.95271e+14 4.79978e+14 4.6003e+14 4.35716e+14 4.30313e+14 4.24432e+14 4.04335e+14 3.95362e+14 7.64699e+14 8.80944e+14 4.20018e+14 4.0013e+14 5.62193e+14 8.29817e+14 7.47697e+14
threshold=24.500000000000004 1.0000000180025095e-35 47.155083450000006 45.040161900000008 38.950530550000003 82.00500000000001 25.500000000000004 39.767857750000005 1.5000000000000002 120.05000000000001 161.85000000000002 59.820733200000006 55.762622900000004 1.5000000000000002 37.889331900000009 30.278357500000002 60.063729500000008 43.465905150000005 83.010000000000005 55.924336300000007 55.034903650000011 20.500000000000004 60.029906750000002 60.063729500000008 30.259484550000003 30.434657650000002 82.907204800000002 1.5000000000000002 59.939091550000008 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 19 3 17 -5 22 7 11 20 -10 -11 12 14 -13 -7 16 18 -3 -15 -2 -9 -1 26 25 -25 -24 27 28 29 -4
right_child=1 2 5 4 -6 6 -8 8 9 10 -12 13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=121.56865626761072 25003.373898658578 239014.58028205426 -10752.906059774214 147397.19224905013 26693.854754052587 -208.10595074786653 5624.0472226730608 548701.85439189186 2118.6644483542659 -109662.17773162288 177159.65221259126 -387221.08707107842 -117114.40118741003 270925.85382812499 -100337.80616353464 18005.363779842079 -358442.67879050929 -23876.83704827094 -65381.226608147757 -8405.3908560164982 128912.10484318389 13291.691409661622 28457.463209616144 -159312.03145774198 -10062.239564920017 -47331.785740405685 6985.0171556195046 2235.4634740476558 -49539.793812516531 32309.214651553397
leaf_weight=4049735 12198 68 101462 640 4383 1527 8407 37 5571 1100 137 51 2298 40 925 1677 54 3150 1044 5637 69 23446 11474 439 3989 781 22978 45334 5314 4199
leaf_count=4049735 12198 68 101462 640 4383 1527 8407 37 5571 1100 137 51 2298 40 925 1677 54 3150 1044 5637 69 23446 11474 439 3989 781 22978 45334 5314 4199
internal_value=0 -3281.69 -4673.46 18489.8 42073.1 -5545.47 -19037.6 -33306.7 -8006.59 -12419.9 -77896.1 -56274.9 -76265.1 -23143.8 -37981.3 -16547.7 -67466.5 -18321.6 -52971.4 14444.1 275442 197.378 -3966.3 10758.2 -24859.1 23627.5 -5336.44 -7147.75 -10980.8 -9041.6
internal_weight=0 244983 227148 8241 5023 218907 22937 14530 6914 6808 1237 7616 4750 2866 2452 2815 1138 3218 1084 17835 106 4.07318e+06 195970 16683 4428 12255 179287 156309 110975 105661
internal_count=4318164 244983 227148 8241 5023 218907 22937 14530 6914 6808 1237 7616 4750 2866 2452 2815 1138 3218 1084 17835 106 4073181 195970 16683 4428 12255 179287 156309 110975 105661
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=5 2 0 3 0 0 1 1 1 0 1 5 1 1 0 3 5 5 1 0 1 0 6 1 1 0 0 1 1 0
split_gain=2.49074e+14 9.53462e+14 9.91973e+14 7.90215e+14 6.35286e+14 1.35973e+15 2.68132e+15 5.17884e+15 2.2628e+15 1.95643e+15 2.24554e+15 1.86036e+15 1.79143e+15 2.41991e+15 1.77059e+15 1.71015e+15 1.49481e+15 1.4532e+15 1.44777e+15 1.71684e+15 2.96501e+15 1.37573e+15 1.3337e+15 1.12077e+15 1.6439e+15 2.26493e+15 2.99714e+15 1.57503e+15 4.45592e+15 3.17829e+15
threshold=63.005000000000003 1.5000000000000002 57.814144100000007 3.5000000000000004 55.674875350000008 55.860536450000005 37.39371280000001 37.457850350000008 49.177301950000007 55.899899800000007 37.436176200000013 68.52500000000002 49.111504200000006 37.869926150000005 55.695992150000002 8.5000000000000018 70.00500000000001 128.92000000000004 37.362912300000012 55.87722990000001 37.417247200000006 55.727011600000004 1.5000000000000002 60.55755580000001 60.628582700000003 56.852744000000008 56.819808050000006 44.083877800000003 43.94115175000001 56.301440000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 14 11 12 10 18 -8 13 16 -6 -14 -9 -18 -7 -20 -21 -16 -13 27 25 26 -25 28 -11 -30
right_child=1 3 -4 4 5 9 7 8 -10 23 -12 22 15 -15 21 -17 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=427.97237658764146 -7021.0205598763205 -17742.298807206233 -38724.154285597382 -2111.796666698051 71841.83331072882 41192.506902077417 -993.10254099497547 4523.3492989523565 -16758.899809086561 -1739.0041757499257 -14473.24987496321 274162.76441882621 158270.55612089514 -9432.8449002954567 -124262.59533110866 44822.60839566082 52867.389463514934 -246927.24450968174 -209178.68233052126 206176.9092829494 -139857.85689435244 -29252.905710492389 124103.82795107375 9277.5966676071657 4351.5604399867525 -17243.520132150959 109862.09486522886 -19593.048836521695 4122.4746230007204 125525.35984857613
leaf_weight=3277438 96724 25325 10991 521115 1410 550 668 10899 17527 148745 11630 1025 1593 21171 1904 8010 20088 163 1503 331 983 7637 1403 5528 62378 4960 6383 41343 3872 4867
leaf_count=3277438 96724 25325 10991 521115 1410 550 668 10899 17527 148745 11630 1025 1593 21171 1904 8010 20088 163 1503 331 983 7637 1403 5528 62378 4960 6383 41343 3872 4867
internal_value=0 -1347.76 -10255.9 -319.326 166.786 3238.42 13738.7 19906.7 14962.3 -111.435 -35293.7 146793 23940.7 16653.9 -32755.3 63642 34383.7 50454.3 -107210 -136184 -52690.8 -48213 187452 1785.99 11841.8 39535.8 63179.9 -2222.08 2338.18 71735.2
internal_weight=0 1.04073e+06 107715 933011 907686 386571 93498 82547 79451 293073 14997 3096 61924 52321 10951 9603 31150 20251 3367 2817 1314 9541 2428 278076 79249 16871 11911 198827 157484 8739
internal_count=4318164 1040726 107715 933011 907686 386571 93498 82547 79451 293073 14997 3096 61924 52321 10951 9603 31150 20251 3367 2817 1314 9541 2428 278076 79249 16871 11911 198827 157484 8739
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=3 2 2 5 3 0 0 1 1 1 1 5 6 1 1 0 1 5 6 0 1 1 0 5 0 0 0 1 3 3
split_gain=2.59596e+14 1.34973e+15 9.18975e+14 1.00266e+15 8.2197e+14 4.86361e+15 1.65387e+15 1.34548e+15 1.26436e+15 8.88861e+14 2.03334e+15 1.63745e+15 1.4814e+15 9.98123e+14 2.08313e+15 2.14024e+15 1.63892e+15 1.79535e+15 2.22334e+15 1.49053e+15 9.63084e+14 2.5941e+15 1.19715e+15 1.16771e+15 1.04166e+15 9.16736e+14 9.04912e+14 8.90855e+14 2.69274e+15 1.22157e+15
threshold=11.500000000000002 11.500000000000002 2.5000000000000004 13.050000000000002 9.5000000000000018 55.349623500000007 54.934662400000008 38.950530550000003 83.015546400000019 82.837870700000011 83.140147550000009 78.010000000000005 1.5000000000000002 61.396377350000009 65.480823400000006 55.518428350000008 65.58467570000002 137.05000000000004 1.5000000000000002 60.693675950000006 60.479177250000006 57.550671000000001 57.057093650000006 96.015000000000015 55.050600750000008 54.194619400000008 54.811549550000009 37.971176850000006 8.5000000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 9 6 7 -6 -8 13 11 -11 -13 20 15 -15 -16 19 -19 25 21 27 24 -23 -22 -18 -14 28 29 -1
right_child=2 -3 3 -5 5 -7 8 -9 -10 10 -12 12 26 14 16 -17 17 18 -20 -21 22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-28381.388223193873 -8217.8471295234685 -187612.32139927824 99884.697637759498 -283.16991112635702 -9735.935023138667 18824.581234251924 -4108.8875838297527 15669.649985250122 22641.588345642558 9121.8313160204689 -3606.0538566502255 154077.82233462494 -55695.274339576441 -12922.424522288629 20981.457920896661 -62194.903880852522 -51044.613903387843 266315.5087826135 -225590.54371603264 62086.45898578698 -77645.951928337396 -23404.94650609223 -79872.528819197178 -166478.72602302526 11691.514818002104 -7556.8443348324408 43534.760796518036 1048.5998964769844 -15122.548816153458 3075.2099492018442
leaf_weight=12975 159381 381 1000 1431652 26913 161349 488371 92469 18332 152036 165459 1151 1001 27586 24031 12956 5574 106 690 2800 1324 43642 1492 578 91636 37187 11220 938588 151999 254285
leaf_count=12975 159381 381 1000 1431652 26913 161349 488371 92469 18332 152036 165459 1151 1001 27586 24031 12956 5574 106 690 2800 1324 43642 1492 578 91636 37187 11220 938588 151999 254285
internal_value=0 592.519 -1014.61 -213.252 618.826 3343.35 -646.338 9942.32 -3141.08 -488.001 4232.05 12072.6 45621.6 -1459.55 -10612.1 -28668.4 -211.962 -11198.4 -160085 -8597.2 -781.113 -1439.55 8992.83 -25275.1 10419.1 -13225.6 35407 -663.313 -4495.74 1548.05
internal_weight=0 2.72613e+06 1.59203e+06 1.43265e+06 2.72575e+06 787434 626085 119382 506703 1.93832e+06 330867 165408 13372 1.60745e+06 110930 40542 70388 46357 796 45561 1.49652e+06 1.40207e+06 94452 44220 92960 42761 12221 1.35785e+06 419259 267260
internal_count=4318164 2726131 1592033 1432652 2725750 787434 626085 119382 506703 1938316 330867 165408 13372 1607449 110930 40542 70388 46357 796 45561 1496519 1402067 94452 44220 92960 42761 12221 1357847 419259 267260
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 0 1 0 1 0 5 4 1 0 1 0 0 0 3 1 0 1 1 1 1 0 0 1 3
split_gain=2.66975e+14 8.46225e+14 8.41504e+14 1.74276e+15 3.48034e+15 1.62533e+15 2.84937e+15 2.72792e+15 1.66907e+15 1.07681e+15 1.54855e+15 2.42111e+15 1.07624e+15 9.61029e+14 8.67678e+14 7.65884e+14 7.34715e+14 7.22098e+14 8.94445e+14 1.42511e+15 7.11143e+14 1.40117e+15 9.60992e+14 9.595e+14 1.89877e+15 2.00329e+15 1.61744e+15 1.19345e+15 1.02216e+15 9.60136e+14
threshold=87.00500000000001 82.00500000000001 30.451272450000005 37.275078000000001 54.648549400000007 37.832345550000007 55.91302515000001 37.998366300000008 55.628356700000005 37.39371280000001 55.86787755000001 132.05000000000004 1.5000000000000002 37.457850350000008 55.664473600000008 30.388336800000001 55.762622900000004 55.801980100000009 55.826364100000013 23.500000000000004 38.984911950000004 45.070824200000011 39.041623000000008 39.899261850000009 43.94115175000001 44.083877800000003 56.301440000000007 43.465905150000005 47.473138800000008 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -4 6 8 16 -5 17 11 13 -2 14 -11 -14 -7 -10 -19 -20 21 -9 -22 -24 27 26 -26 -25 -27 -28
right_child=2 -3 3 5 -6 7 -8 20 9 10 -12 -13 15 -15 -16 -17 -18 18 19 -21 22 -23 23 24 25 28 29 -29 -30 -31
leaf_value=-10.369519253309829 -106119.99518309595 9821.5055485345565 28976.054025867503 2306.0000374083784 -84376.563719513535 -46906.860197647096 -86741.527661119049 36119.473866128166 71690.56226120748 78690.628427661679 16497.410356453198 -260001.00657242929 9357.2134652809491 93980.454151160768 261671.42752406435 60259.393109264194 -122304.08729979592 -107059.14035578918 153966.6942642077 -123108.00994613406 -39907.825879998993 -24947.632183278052 16829.374864670372 72396.046217525494 -25236.580401686806 -42931.887908761622 127192.23952669377 -53330.2213082913 -3747.55857121592 -231602.94760298298
leaf_weight=3947004 759 89527 4280 10091 7378 3400 2215 11173 913 403 3173 179 30510 4882 726 3273 2085 893 452 315 7944 5661 19094 809 1213 6992 2376 11313 139054 77
leaf_count=3947004 759 89527 4280 10091 7378 3400 2215 11173 913 403 3173 179 30510 4882 726 3273 2085 893 452 315 7944 5661 19094 809 1213 6992 2376 11313 139054 77
internal_value=0 207.694 -2976.79 -5020.55 -42761.4 -3151.73 21372.2 -5966.76 32244 57554.3 73299.6 102417 11643 113209 196356 14288.8 -75567.4 257.907 -39030.1 40174.6 -4110.91 15583.6 -5866.27 -4371.6 -6873 -3790.81 69220.8 -44939.5 -5623.52 115930
internal_weight=0 4.03653e+06 281633 247091 11658 235433 24242 211191 22027 11936 9363 6190 34542 6011 1129 33783 5485 2573 1660 767 205706 16834 188872 180928 161834 149712 3666 12122 146046 2453
internal_count=4318164 4036531 281633 247091 11658 235433 24242 211191 22027 11936 9363 6190 34542 6011 1129 33783 5485 2573 1660 767 205706 16834 188872 180928 161834 149712 3666 12122 146046 2453
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=5 1 0 0 0 5 1 4 1 4 1 1 5 3 5 1 1 5 3 5 1 0 0 0 0 1 3 5 0 0
split_gain=2.55614e+14 6.21657e+14 8.29557e+14 6.52074e+14 6.80957e+14 7.69921e+14 1.21149e+15 5.50589e+14 4.67126e+14 4.03724e+14 1.59935e+15 1.45996e+15 1.36882e+15 2.56317e+15 1.77787e+15 1.06377e+15 1.17251e+15 1.06317e+15 9.83927e+14 8.91576e+14 8.49845e+14 1.15533e+15 1.24136e+15 2.73327e+15 2.14671e+15 3.37009e+15 1.07363e+15 1.08522e+15 1.0392e+15 9.94344e+14
threshold=30.025000000000002 37.342273500000012 54.940316550000006 55.87722990000001 55.657530000000008 16.850000000000005 37.832345550000007 1.5000000000000002 37.869926150000005 1.5000000000000002 30.451272450000005 37.516458750000005 42.895000000000003 9.5000000000000018 66.040000000000006 82.95335685000002 65.480823400000006 137.05000000000004 10.500000000000002 92.035000000000011 30.278357500000002 60.693675950000006 59.939091550000008 59.863160500000006 59.990816400000007 30.226173900000003 6.5000000000000009 57.405000000000008 59.916647550000008 60.063729500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6 -9 10 12 -12 -2 17 -15 16 -13 -14 19 -18 21 22 23 -11 26 -26 -24 -28 -25 -27
right_child=9 2 3 -5 5 6 -8 8 -10 20 11 15 13 14 -16 -17 18 -19 -20 -21 -22 -23 24 28 25 29 27 -29 -30 -31
leaf_value=-14411.883545496239 6376.9127366445255 -8116.3898730735982 1942.8846752189402 -4362.4288284472268 -19931.891047057543 48325.42068503159 8726.7804579522599 296266.89124282525 34856.943604379841 -9114.7539415644223 -9152.3186326877021 2085.6395418158068 76302.259097058079 19374.474520686181 -89310.336748172849 -2802.24907336564 23648.079351072654 -342530.49212986685 5193.912385311527 221477.92324869084 -237.15936800968154 -97812.406390966076 -36984.957773877592 -100829.80836634524 36396.053993993555 -32006.458714841738 -11646.055766397028 83748.254088287125 -21438.922234856305 -144767.81230002313
leaf_weight=39957 108022 102442 61547 66195 5957 13282 18470 98 226 45539 142305 809600 9400 19935 1628 398603 43876 61 62897 229 2325149 1481 1226 4971 10093 14377 1501 5803 2467 827
leaf_count=39957 108022 102442 61547 66195 5957 13282 18470 98 226 45539 142305 809600 9400 19935 1628 398603 43876 61 62897 229 2325149 1481 1226 4971 10093 14377 1501 5803 2467 827
internal_value=0 -2775.34 -1041.81 3329.98 8443.44 18963 25291.1 -13027 113925 213.289 1446.95 469.37 11694.2 30208.2 11168.8 1510.44 3385.89 73601.8 13223.9 24675.2 -602.813 -10233 -8738.76 -18294.6 6226.75 -8401.57 49609.2 64144.4 -74497.8 -38140
internal_weight=0 308174 268217 165775 99580 38033 31752 6281 324 4.00999e+06 1.59656e+06 1.45751e+06 139046 31024 21563 1.3152e+06 916602 9461 107002 44105 2.41343e+06 88285 86804 52977 33827 25297 8530 7304 7438 15204
internal_count=4318164 308174 268217 165775 99580 38033 31752 6281 324 4009990 1596556 1457510 139046 31024 21563 1315205 916602 9461 107002 44105 2413434 88285 86804 52977 33827 25297 8530 7304 7438 15204
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 0 5 1 1 0 3 1 5 0 0 3 0 0 5 5 5 0 3 5 4 5 6
split_gain=2.60073e+14 6.99039e+14 5.65192e+14 4.4912e+14 4.1986e+14 5.11346e+14 1.71108e+15 5.98526e+14 6.8592e+14 5.08153e+14 4.50521e+14 8.94501e+14 7.16864e+14 4.92312e+14 4.7544e+14 4.01181e+14 4.01429e+14 3.7025e+14 1.0207e+15 3.47525e+14 3.19226e+14 3.00166e+14 2.99234e+14 2.9535e+14 2.91502e+14 2.78751e+14 2.77643e+14 2.69176e+14 6.73323e+14 9.09953e+14
threshold=113.46563545000002 61.785186750000001 53.37994195000001 48.713222300000005 104.38035940000002 103.85249100000001 52.485928400000006 93.043229050000022 51.83362145000001 52.020000000000003 91.398302750000013 86.192907650000009 53.516665650000007 11.500000000000002 92.928903050000017 65.045000000000016 55.975961550000008 51.83362145000001 9.5000000000000018 56.093493200000005 51.717367500000009 93.00500000000001 107.05000000000001 102.01000000000001 56.054485600000007 3.5000000000000004 103.45000000000002 2.5000000000000004 64.020000000000024 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 9 10 -9 -7 11 27 -12 14 15 -14 26 18 -5 -18 -6 -16 -19 -13 -15 -3 -17 -1 29 -29
right_child=1 25 -4 17 20 6 -8 8 -10 -11 12 23 13 24 21 16 19 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=381.04641266305384 67762.698709371049 -5170.813569939206 -33525.450895763148 -44988.080618632433 -98170.436599288034 27351.529966374652 -24054.709241499724 80904.382326648396 -26629.375174023837 76754.110256529821 -56646.812142223615 -22761.341619087609 15506.671624863513 3550.7898342846261 -123.50143235762928 19186.392945593925 64661.124494467796 15828.179210369657 71036.97240515289 -14469.260141875002 -14239.271641520936 -151774.4400982481 -67735.513389156855 -145699.28092494156 -23431.095273216855 52466.956076393311 -86885.773367396774 19227.861173142155 -3328.6810238407766 595.02667085868632
leaf_weight=3234678 1211 1034 3771 3525 468 5399 5671 623 12391 3389 1681 14987 26066 18713 11626 2079 4956 13114 966 625 14291 132 443 198 5094 4451 280 29264 645921 251117
leaf_count=3234678 1211 1034 3771 3525 468 5399 5671 623 12391 3389 1681 14987 26066 18713 11626 2079 4956 13114 966 625 14291 132 443 198 5094 4451 280 29264 645921 251117
internal_value=0 9518.59 1877.5 8809.56 -63.2738 -5.14291 18768.7 -68.8573 -21481.6 46403.1 -3.24916 -137.775 7881.45 9440.61 15507.9 21501.3 41181.1 4853.87 -20031.5 55799.5 -16900.7 -1826 13097.6 -24364.4 -2222.54 41601.4 6596.22 -49.3627 -1552.37 2539.78
internal_weight=0 28515 23030 19259 4.28965e+06 4.27489e+06 14459 4.26043e+06 13014 8788 4.24742e+06 4.17616e+06 71252 69571 45764 34006 7940 18048 4491 5581 14759 11758 13557 15185 23807 5485 2359 4.16098e+06 926302 280381
internal_count=4318164 28515 23030 19259 4289649 4274890 14459 4260431 13014 8788 4247417 4176165 71252 69571 45764 34006 7940 18048 4491 5581 14759 11758 13557 15185 23807 5485 2359 4160980 926302 280381
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=0 0 0 1 5 5 1 3 1 0 5 6 1 1 0 0 1 1 5 0 1 1 0 0 0 5 1 3 3 6
split_gain=2.501e+14 9.11626e+14 1.23907e+15 2.10173e+15 1.04712e+15 1.00384e+15 8.54743e+14 7.59754e+14 9.21361e+14 7.45893e+14 6.9383e+14 6.55905e+14 6.05094e+14 6.4411e+14 7.11758e+14 6.50545e+14 9.29551e+14 1.71414e+15 7.68508e+14 6.04686e+14 6.48316e+14 6.59885e+14 5.88372e+14 2.52664e+15 1.40541e+15 8.09141e+14 7.50163e+14 8.38121e+14 7.4408e+14 1.32811e+15
threshold=45.073740550000004 47.155083450000006 47.236539400000005 39.666208800000007 92.035000000000011 64.020000000000024 39.032393150000004 19.500000000000004 39.488326500000007 47.228519500000004 36.995000000000012 1.5000000000000002 37.314272700000011 38.92948375000001 45.047272400000004 45.03656895000001 38.950530550000003 38.975980350000007 64.805000000000021 45.040161900000008 38.950530550000003 38.975980350000007 53.145783300000012 53.242949050000007 52.485928400000006 142.05000000000004 44.660994650000006 22.500000000000004 17.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 7 9 -2 10 8 -3 -5 -1 -7 -12 14 -14 16 -15 18 -18 20 -17 -22 24 25 28 26 -24 -28 29 -4
right_child=1 2 22 4 -6 11 -8 -9 -10 -11 12 -13 13 15 -16 19 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5636.0728503646224 -4218.1821111250456 -46369.71967409498 20553.28523809808 17422.094818561203 97870.834436460456 5994.4511842811762 -1954.3769229723091 -31687.994414359018 10141.376581927561 52906.828957305232 38603.335369451386 -34038.905986528371 3670.6614787771196 -49579.042237287074 -32085.284936512297 29988.203608424807 35959.488746670948 11070.44883040382 95988.252887946495 11549.115411147541 -52719.694565850281 14126.975833213795 -51840.733619342631 -117.74162038960051 -23612.241201318186 215826.47131822977 35142.769123015802 -11754.693722410489 -16565.129740846205 -2887.4832540318612
leaf_weight=39596 128292 3225 27628 21778 2246 5126 248675 7315 27375 8137 6615 20300 73267 1483 6025 2315 4050 14422 4505 77470 4609 2173 1195 3289433 34117 226 28288 4404 30719 193155
leaf_count=39596 128292 3225 27628 21778 2246 5126 248675 7315 27375 8137 6615 20300 73267 1483 6025 2315 4050 14422 4505 77470 4609 2173 1195 3289433 34117 226 28288 4404 30719 193155
internal_value=0 -270.771 44.4563 13214.5 32018.3 -7815.75 2139 -2735.59 4185.55 27074.1 6442.57 -25968 8871.13 7837.71 953.747 12754 27154.3 32106.9 67570.2 8685.13 -15704.6 -31301.6 -211.255 163.041 -4566.67 27238.2 25980.5 28825.1 -1983.09 45.8112
internal_weight=0 3.83296e+06 3.67924e+06 70076 32161 153718 485205 37915 30600 29915 236530 25426 196934 190319 79292 111027 24460 22977 8555 86567 9097 6782 3.60916e+06 3.32355e+06 285619 34113 33887 32692 251502 220783
internal_count=4318164 3832959 3679241 70076 32161 153718 485205 37915 30600 29915 236530 25426 196934 190319 79292 111027 24460 22977 8555 86567 9097 6782 3609165 3323546 285619 34113 33887 32692 251502 220783
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 0 0 1 1 0 1 5 0 0 2 5 4 1 1 3 6 0 0 1 1 0 3 6 1 1
split_gain=2.48797e+14 8.03421e+14 7.03321e+14 7.99151e+14 6.56065e+14 5.46975e+14 5.31444e+14 5.50491e+14 4.94855e+14 5.40234e+14 4.4568e+14 3.46075e+14 2.91298e+14 2.73185e+14 2.70321e+14 2.6484e+14 4.12965e+14 5.26753e+14 4.83398e+14 2.92812e+14 2.87767e+14 2.72091e+14 1.51001e+15 1.86489e+15 1.45766e+15 1.05628e+15 1.2136e+15 1.50603e+15 2.5692e+15 1.02743e+15
threshold=32.500000000000007 55.56564190000001 55.551692500000009 37.533784800000006 55.74310830000001 55.769960200000007 55.708120100000009 37.417247200000006 37.533784800000006 55.695992150000002 37.362912300000012 65.50500000000001 55.801980100000009 55.695992150000002 26.500000000000004 22.030000000000005 2.5000000000000004 39.925119750000007 30.425002000000003 12.500000000000002 1.5000000000000002 59.834458500000004 58.049540950000008 33.101335500000005 30.502469200000004 59.609407350000005 5.5000000000000009 1.5000000000000002 30.578016350000002 36.546174950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 11 6 -6 7 -3 9 -9 -7 -2 -12 -10 -11 16 18 19 -1 -18 -20 22 29 24 -24 -26 27 28 -27 -17
right_child=1 4 -4 -5 5 10 -8 8 13 14 12 -13 -14 -15 -16 21 17 -19 20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-42109.315076985346 131010.20157917304 -239979.66727505389 146771.31983730101 -8666.6526075779457 62136.532089613138 66444.212049045134 -91781.950442291054 186239.02371233259 -35023.339550076344 -30162.276812470853 -96640.776942371856 476133.00333333336 -13766.267747182917 -252546.17627118644 122508.1356669658 -11641.267624402775 72557.311673042161 -2047.9422075871823 7281.8721003979554 223565.17931818182 -8181.3667666616184 2657.0223732522286 -10009.174025535902 -33907.790537285473 -49413.271277767431 703411.23545985459 22603.822145931746 59600.152051132609 152924.41120235561 421.37507608084661
leaf_weight=3690 82 116 530 1402 1101 675 1784 210 2695 536 445 45 9042 59 148 71994 579 1144 15122 165 58951 394946 41433 29076 1285 101 5378 1659 528 3673243
leaf_count=3690 82 116 530 1402 1101 675 1784 210 2695 536 445 45 9042 59 148 71994 579 1144 15122 165 58951 394946 41433 29076 1285 101 5378 1659 528 3673243
internal_value=0 -11457.4 47502.2 13092.3 -18678.7 -4813.78 -46825.9 -25518.4 -18698.9 45944.5 -12067.5 253298 -17653.6 -39683.4 2871.67 50.2876 -5662.33 40548.8 -6784.29 106047 -5024.55 158.12 -99.9213 -13741.3 -2103.4 34491.4 48555.8 109557 241317 189.497
internal_weight=0 18870 2059 1529 16811 11263 5548 3764 3648 894 10162 127 9487 2754 684 4.29929e+06 79651 1888 77763 744 74073 4.21964e+06 3.8247e+06 79460 50384 8951 7666 2288 629 3.74524e+06
internal_count=4318164 18870 2059 1529 16811 11263 5548 3764 3648 894 10162 127 9487 2754 684 4299294 79651 1888 77763 744 74073 4219643 3824697 79460 50384 8951 7666 2288 629 3745237
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=3 0 6 1 1 1 0 1 0 0 0 0 0 1 4 5 1 1 3 0 0 0 1 1 0 1 1 3 0 1
split_gain=2.5179e+14 6.28773e+14 5.35064e+14 1.03229e+15 9.49433e+14 9.39321e+14 1.21956e+15 4.58992e+15 1.26289e+15 6.9174e+14 6.76558e+14 6.45086e+14 1.26454e+15 7.89701e+14 6.35177e+14 2.10556e+15 7.91108e+14 1.21297e+15 7.39916e+14 7.31718e+14 8.49741e+14 1.16984e+15 1.40716e+15 1.1667e+15 1.35079e+15 9.98766e+14 8.97397e+14 9.12119e+14 8.82867e+14 1.4815e+15
threshold=15.500000000000002 43.592450450000008 1.5000000000000002 37.944765900000007 38.151577750000008 38.969379750000009 56.281985950000006 38.233559750000005 56.367862600000002 44.998833400000002 45.029420750000007 59.904813200000007 59.896318000000008 30.468306550000005 1.5000000000000002 66.50500000000001 30.305955500000003 30.332994000000003 22.500000000000004 59.932719750000011 55.551692500000009 55.784980300000008 37.869926150000005 37.914142000000005 55.695992150000002 37.214886200000009 37.889331900000009 16.500000000000004 59.820733200000006 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 14 -5 6 10 -8 -9 -7 -6 12 -3 -14 15 -4 -16 18 -18 20 -19 23 28 25 -25 -22 27 -27 29 -23
right_child=1 2 3 4 5 9 7 8 -10 -11 -12 -13 13 -15 16 -17 17 19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=485.81961250355238 34624.57090193389 -2885.8030161663705 1881.481218371229 -23620.556889706437 53264.383403297026 -28713.176239874909 -31689.550115789883 542462.43203124998 -144778.74374999999 -2057.4375190712854 6659.7722344914064 -13006.528285403168 57903.199353596778 -34003.705490410757 -12105.966948327085 -142287.20509488281 102891.5016861562 -5392.2213042449384 19575.262526063663 -15614.222008160072 -45870.345386716013 -20885.177256634233 -66273.307528068588 -21148.005945498655 144609.76215798908 -3823.3462885452936 -45406.245301310919 42533.137808372849 41307.777107933834 23648.650703065541
leaf_weight=3073923 4880 532846 115510 20081 3505 10026 552 246 30 336091 27989 63540 5303 1135 13257 1022 2390 17944 1924 9011 1780 13342 2452 681 1768 5098 1463 25354 8048 16973
leaf_count=3073923 4880 532846 115510 20081 3505 10026 552 246 30 336091 27989 63540 5303 1135 13257 1022 2390 17944 1924 9011 1780 13342 2452 681 1768 5098 1463 25354 8048 16973
internal_value=0 -1200.23 -1341.29 680.741 -2431.46 -1307.11 14996 134794 467762 -2829.58 11846.4 -3476.4 -2353.53 41700.3 5891.61 617.104 10951.1 13775.4 65733.3 11618.3 14204 18773.2 7170.93 31874.8 98517.1 27031.2 31097.1 34772.6 11865.2 4048.77
internal_weight=0 1.24424e+06 1.23936e+06 636537 398520 378439 32322 828 276 346117 31494 602824 539284 6438 238017 116532 121485 108228 4314 103914 94903 76959 40815 36144 2449 33695 31915 30452 38363 30315
internal_count=4318164 1244241 1239361 636537 398520 378439 32322 828 276 346117 31494 602824 539284 6438 238017 116532 121485 108228 4314 103914 94903 76959 40815 36144 2449 33695 31915 30452 38363 30315
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=4 5 3 5 0 5 0 0 5 1 0 0 0 0 1 3 2 2 1 0 0 0 0 1 1 0 5 4 1 3
split_gain=2.19813e+14 7.87696e+14 3.05386e+14 3.21646e+14 3.14815e+14 2.82833e+14 3.10299e+14 2.78551e+14 5.25682e+14 3.06296e+14 2.76701e+14 6.08189e+14 2.67212e+14 2.61941e+14 4.44765e+14 2.49881e+14 1.09169e+15 7.88705e+14 7.80548e+14 6.9399e+14 1.79072e+15 8.06791e+14 9.32861e+14 7.2156e+14 1.70588e+15 1.13439e+15 6.53236e+14 1.50021e+15 2.08869e+15 1.11243e+15
threshold=4.5000000000000009 225.45000000000002 12.500000000000002 87.395000000000024 44.678200800000006 128.92000000000004 56.093493200000005 55.899899800000007 132.05000000000004 39.007683500000006 45.029420750000007 54.762542150000009 56.663136550000011 55.046835900000012 37.944765900000007 11.500000000000002 11.500000000000002 8.5000000000000018 37.692869000000009 55.043101600000007 54.99493995000001 54.942865800000007 54.959412650000012 82.926290250000008 82.940215400000014 55.030402950000003 39.355000000000011 1.5000000000000002 30.451272450000005 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 -4 6 -5 9 -9 -6 -3 -12 -10 -13 -15 16 26 -17 -19 20 21 -20 -23 25 -25 -22 -1 28 -28 -29
right_child=1 10 4 5 7 -7 -8 8 12 -11 11 13 -14 14 -16 17 -18 18 19 -21 23 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-1725.263021612381 20497.749405264818 -51949.142513020837 -201880.99502403848 -30827.830658375544 102680.16155605798 -15704.857365335773 -82810.69490339121 -95501.007122830051 -56971.370875901441 3309.0238249225386 196724.11011082851 -4681.6681714212127 139503.14862432066 -101297.24955166904 152468.4988735306 -3395.5826055760758 -169082.77021561726 5318.4370017702786 1704.9798730498035 -4565.7719311218862 -13436.792155462383 -34953.192964197617 -224.15311490144191 98085.344300386685 22510.115181375735 95666.915065358015 39228.771067666086 -1118.4687833559833 5706.292417063808 5251.9442034556751
leaf_weight=812664 1246 210 65 3077 595 4594 1832 447 104 648 301 637 207 88 321 722173 379 289314 230116 284279 7581 13717 17734 3530 19405 1090 19708 1200170 326674 355258
leaf_count=812664 1246 210 65 3077 595 4594 1832 447 104 648 301 637 207 88 321 722173 379 289314 230116 284279 7581 13717 17734 3530 19405 1090 19708 1200170 326674 355258
internal_value=0 -12346.5 -20506.8 -27274.6 14704.7 -33538.3 -50227.4 21740.2 -26038 50876.1 54817.4 71462.5 73801.1 35416.8 97868.5 41.2297 624.166 -954.772 1078.86 -1045.24 2368.49 -348.228 -15370.8 24851.7 34142.1 278.24 647.861 1661.92 7613.61 336.526
internal_weight=0 14372 12815 10749 2066 9503 4909 2001 758 1243 1557 1347 311 1046 409 4.30379e+06 2.71485e+06 1.58894e+06 866766 577452 293173 261567 31451 31606 22935 8671 2.71447e+06 1.90181e+06 346382 1.55543e+06
internal_count=4318164 14372 12815 10749 2066 9503 4909 2001 758 1243 1557 1347 311 1046 409 4303792 2714853 1588939 866766 577452 293173 261567 31451 31606 22935 8671 2714474 1901810 346382 1555428
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 1 0 0 0 1 6 5 6 1 3 1 5 4 0 1 1 6 6 1 1 5 5 6 1 3
split_gain=2.26216e+14 7.19473e+14 6.34023e+14 1.32617e+15 4.15491e+14 4.51168e+14 9.76168e+14 5.84304e+14 4.25942e+14 4.0347e+14 2.98119e+14 2.90143e+14 3.20901e+14 2.74729e+14 3.75258e+14 3.49818e+14 2.53229e+14 2.47251e+14 6.8542e+14 7.29359e+14 7.0599e+14 6.286e+14 6.19648e+14 6.17207e+14 7.43302e+14 6.07158e+14 5.96755e+14 7.36835e+14 8.62945e+14 1.033e+15
threshold=91.398302750000013 86.192907650000009 56.093493200000005 61.674413550000004 54.035000000000004 104.38035940000002 52.485928400000006 48.713222300000005 53.719078300000007 113.46563545000002 1.5000000000000002 97.050000000000011 1.5000000000000002 92.928903050000017 11.500000000000002 92.896330950000007 94.040000000000006 2.5000000000000004 44.039893800000009 40.810045900000013 39.925119750000007 1.5000000000000002 1.5000000000000002 47.473138800000008 47.554129950000011 177.02500000000003 64.020000000000024 1.5000000000000002 30.410108300000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 11 -2 6 -6 -7 -8 -5 -9 -4 -13 14 15 -10 -15 -1 19 20 22 -21 -19 -23 -25 26 27 -20 29 -29
right_child=2 -3 3 9 5 7 8 10 13 -11 -12 12 -14 16 -16 -17 -18 18 25 21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=358.33474184746569 2196.7959336311442 -21860.915028783191 -22393.525213692126 -74986.68329453413 71077.886065212486 101227.74071453327 -12710.406035504571 49746.103718212005 27180.976645632923 37271.162928471866 -8859.1710110217155 32027.020198396385 -189304.55120519848 2901.1798631029774 8846.6681511520437 68042.397800937411 -123973.17502725989 129370.1952996505 16740.902789561511 -31013.477503457951 114126.02175051044 -446.82077004654269 19581.073272752441 79433.838527934917 -4184.0619889614509 29904.367806378683 -3923.5415195034361 6170.6477627790773 1269.1593681694492 -51622.814506054012
leaf_weight=3234678 71795 15185 18037 340 3458 541 4695 933 8552 5489 12458 95 211 4509 7948 2775 163 551 29044 4305 1047 10919 7671 2514 1842 5932 616284 5609 233690 6894
leaf_count=3234678 71795 15185 18037 340 3458 541 4695 933 8552 5489 12458 95 211 4509 7948 2775 163 551 29044 4305 1047 10919 7671 2514 1842 5932 616284 5609 233690 6894
internal_value=0 -133.465 3925.17 -10827.7 6951.69 14367.8 20890 -659.649 14830.7 30723.3 -4775.93 -24031.7 -120591 20230.4 25503.6 37191.6 -1525.3 -54.1729 -1494.66 13677.3 36787.1 2737.37 26938.6 12249.5 44074.8 -1982.37 -2194.54 1676.87 -100.274 -25696
internal_weight=0 4.17616e+06 141999 24172 117827 46032 32100 13932 28642 5829 13391 18343 306 23947 19275 11327 4672 4.16098e+06 926302 28849 9269 19580 8222 15275 4356 897453 891521 275237 246193 12503
internal_count=4318164 4176165 141999 24172 117827 46032 32100 13932 28642 5829 13391 18343 306 23947 19275 11327 4672 4160980 926302 28849 9269 19580 8222 15275 4356 897453 891521 275237 246193 12503
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=1 1 0 1 5 6 0 1 3 3 0 0 1 1 5 6 5 3 5 0 2 0 0 1 0 1 5 0 5 1
split_gain=2.0259e+14 8.43468e+14 1.05167e+15 9.03265e+14 8.88526e+14 8.59383e+14 8.23632e+14 8.16932e+14 7.52728e+14 8.46481e+14 8.07122e+14 1.79789e+15 1.08467e+15 8.32365e+14 1.31425e+15 7.4003e+14 6.51005e+14 5.97214e+14 5.85558e+14 8.96246e+14 5.77879e+14 5.21941e+14 5.0161e+14 4.93889e+14 4.00431e+15 2.68113e+15 1.61817e+15 1.55355e+15 1.52941e+15 1.22351e+15
threshold=83.015546400000019 83.011163250000024 55.02863030000001 83.00362155000002 225.45000000000002 1.5000000000000002 55.030402950000003 83.000022850000008 9.5000000000000018 10.500000000000002 54.920670650000005 54.811549550000009 83.053286850000021 83.761389800000003 120.05000000000001 1.5000000000000002 58.005000000000003 12.500000000000002 78.710000000000022 54.864040150000001 1.5000000000000002 51.67657710000001 55.014086100000007 65.520339550000017 54.970187400000007 60.837513500000007 102.01000000000001 57.265292900000006 60.610000000000007 60.58031445000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 7 -5 -4 -7 23 21 20 11 13 -13 14 -11 22 -17 -3 -14 -20 -10 -2 -9 25 28 29 27 -27 -25 -1
right_child=8 2 5 4 -6 6 -8 15 9 10 -12 12 18 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-99.203132955760722 -33940.699330851879 55200.533252707013 -8842.6478805480638 14718.724244870869 217232.27241972476 -55026.191315605822 25284.999357773642 9934.2881669061062 -8651.0599629448152 -8558.5521167754323 -6656.387464273449 12826.065759745434 130572.19511093365 28676.578331676883 -362635.11764445761 -10360.635963256149 -36965.205644000707 -25482.930328554401 717031.21813226747 223072.9967168899 23945.519569479908 -438.14327637179161 -8200.3358946113713 -3415.934079893319 8873.7505915003385 -9979.3080245915844 -77283.003949974416 -70619.752260118214 -23091.182638578921 11279.999447069784
leaf_weight=2902400 4770 3708 77164 35025 218 7524 1538 22757 6304 9494 40913 665 812 10079 106 28028 13690 1219 43 252 39621 185055 46255 190579 395015 139186 3878 4357 49840 97669
leaf_count=2902400 4770 3708 77164 35025 218 7524 1538 22757 6304 9494 40913 665 812 10079 106 28028 13690 1219 43 252 39621 185055 46255 190579 395015 139186 3878 4357 49840 97669
internal_value=0 -186.524 -9696.26 34.1079 15971.4 -12263.9 -41395.8 -110.147 2515.27 9168.19 1581.12 17292.3 113770 8604.96 -12468.1 -8576.48 -19091.1 35238.5 174410 295074 19471.1 -1280.01 -2220.37 137.671 2680.68 -375.726 -13542 -11819.9 -7494.71 271.253
internal_weight=0 4.02005e+06 91153 3.9289e+06 35243 86226 9062 3.89365e+06 298114 108289 62364 21451 1772 19679 9600 110730 41718 4927 1107 295 45925 189825 69012 3.78292e+06 635434 3.14749e+06 147421 143543 240419 3.00007e+06
internal_count=4318164 4020050 91153 3928897 35243 86226 9062 3893654 298114 108289 62364 21451 1772 19679 9600 110730 41718 4927 1107 295 45925 189825 69012 3782924 635434 3147490 147421 143543 240419 3000069
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 6 6 1 5 0 1 0 0 5 1 1 1 5 0 5 1 0 1 0 2 5 5 4 5 1
split_gain=2.13994e+14 6.83599e+14 7.6635e+14 6.50667e+14 1.25453e+15 7.57736e+14 6.10926e+14 6.55393e+14 5.51832e+14 5.1949e+14 5.18061e+14 5.15377e+14 5.08659e+14 4.28289e+14 4.19334e+14 7.8123e+14 4.14326e+14 5.58705e+14 4.11835e+14 4.09521e+14 3.70531e+14 3.63862e+14 9.61894e+14 6.28099e+14 4.08654e+14 3.96892e+14 3.32712e+14 3.75221e+14 5.99673e+14 3.32326e+14
threshold=23.500000000000004 21.500000000000004 30.332994000000003 55.751981950000008 55.010031850000011 1.5000000000000002 1.5000000000000002 48.712293450000011 43.810000000000009 55.812836050000008 37.457850350000008 55.851332700000007 55.86787755000001 54.990000000000002 37.615058950000012 37.559851850000008 38.959914000000005 70.50500000000001 55.727011600000004 225.45000000000002 49.148175700000003 60.063729500000008 30.259484550000003 60.042666650000008 12.500000000000002 49.010000000000012 95.020000000000024 1.5000000000000002 54.990000000000002 39.787929450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 16 13 7 11 -3 10 -8 26 -13 -6 15 18 17 -4 -15 -18 -9 23 -23 24 25 -2 27 -5 -29 -14
right_child=21 2 3 6 5 -7 9 20 -10 -11 -12 12 29 14 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-11.223807808350797 -1454.0333224676069 5826.2918208926903 -2180.9490944049685 -19932.488962117455 25968.3918872543 9569.3659846605151 161612.26086212942 63318.395738690931 54158.279514654554 4614.6701886126957 34470.844610941953 43451.459268818871 -13520.239540362541 65148.17676865455 35478.095638095823 312543.11675043707 -9552.8932328637293 77008.855399838925 194735.44356670958 360187.47541666671 2951.5015237862726 -154053.03497697331 -14217.983616656671 21761.422877491936 631.23081361162485 -11801.388920063975 195084.86000000002 -171999.84901398691 -54071.356300562438 -66481.890141188152
leaf_weight=3887566 74168 3942 2435 2091 7070 12003 390 1261 5895 13531 1798 1462 12307 3452 3527 143 20391 1405 264 30 5250 542 5324 10747 162796 74109 55 527 2372 1311
leaf_count=3887566 74168 3942 2435 2091 7070 12003 390 1261 5895 13531 1798 1462 12307 3452 3527 143 20391 1405 264 30 5250 542 5324 10747 162796 74109 55 527 2372 1311
internal_value=0 201.729 8246.14 5440.73 13081.3 28141.1 -3708.83 -12935 34790.1 11925 57133.2 -21857.2 -12601.1 43561.4 60401.6 83181 -3342.84 26793.4 74354.6 -9009.72 14642.9 -2456.6 -27138.3 -2006.71 -2827.86 -6625.65 -49524.3 -52220.4 -75509.2 -18618.8
internal_weight=0 3.99048e+06 102912 93075 50720 26459 42355 26636 9837 15719 2188 20125 15080 14456 7386 3859 24261 3840 3716 20421 6511 327686 5866 321820 311073 148277 5045 4990 2899 13618
internal_count=4318164 3990478 102912 93075 50720 26459 42355 26636 9837 15719 2188 20125 15080 14456 7386 3859 24261 3840 3716 20421 6511 327686 5866 321820 311073 148277 5045 4990 2899 13618
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=3 0 1 1 5 5 1 3 1 0 0 1 1 1 0 0 0 0 1 1 0 0 1 5 0 3 0 3 1 6
split_gain=2.01064e+14 4.93389e+14 4.8875e+14 4.89225e+14 4.63553e+14 4.65733e+14 7.36953e+14 1.13086e+15 9.4796e+14 1.24714e+15 1.02124e+15 8.55595e+14 1.66446e+15 1.80593e+15 1.51614e+15 1.45575e+15 1.31298e+15 1.75885e+15 1.15767e+15 1.12675e+15 3.90114e+15 2.12008e+15 1.2979e+15 1.51335e+15 1.05193e+15 9.58264e+14 2.12524e+15 1.21005e+15 9.3907e+14 1.0553e+15
threshold=15.500000000000002 43.592450450000008 39.969502550000009 39.925119750000007 137.05000000000004 49.010000000000012 30.259484550000003 20.500000000000004 30.226173900000003 60.017447350000005 60.003414000000006 37.66934650000001 37.620907050000007 37.615058950000012 55.695992150000002 55.727011600000004 55.68356880000001 55.87722990000001 37.417247200000006 37.597123000000003 55.777112100000004 55.777112100000004 37.362912300000012 60.905000000000008 55.628356700000005 23.500000000000004 55.619594000000006 21.500000000000004 37.475443250000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -7 -9 10 -10 12 13 14 24 18 -14 -18 -16 21 -21 22 -17 -24 25 27 -27 -8 -26 -30
right_child=1 4 -4 -5 -6 6 11 8 9 -11 -12 -13 16 -15 15 19 17 -19 -20 20 -22 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=434.13315984518499 39026.769641737519 607.39985323868461 -29235.157453189186 200847.56336291938 26866.286529790035 -42948.937961868774 8953.1422261800926 26312.425706738795 -58522.426637929166 -63337.551828251308 141601.99655457024 -4990.0289228149804 -38573.504684200801 -58690.326768005703 -105445.86733764922 -43945.845541409835 108514.17133673132 -1016.7576995783753 -2820.2617810052466 -431856.82129197766 -16495.581553935677 -3456.7266091144952 23365.021610095369 129190.62845183961 25166.943039918697 4096.8954276380646 -128894.36040621891 68847.269324442706 208021.0613702758 61747.839140999284
leaf_weight=3073923 3618 618324 1065 197 5858 11507 23375 6493 427 3379 633 425226 1406 4872 2454 1090 3992 2317 1991 268 1447 94644 2734 2672 9159 5914 1508 3942 585 3144
leaf_count=3073923 3618 618324 1065 197 5858 11507 23375 6493 427 3379 633 425226 1406 4872 2454 1090 3992 2317 1991 268 1447 94644 2734 2672 9159 5914 1508 3942 585 3144
internal_value=0 -1072.53 30662 47382.9 -1197.49 -1330.77 -3278.84 -21067.8 1964.32 -33650.1 60985.8 -2605.42 3447.8 1257.56 3142.74 -3447.98 48813.8 68288.6 -59477.9 -1026.58 -81403.3 336.345 55599.8 75671 17991.1 8939 -22924.2 17596.2 42390.7 84695
internal_weight=0 1.24424e+06 4880 3815 1.23936e+06 1.2335e+06 615179 22439 10932 4439 1060 592740 167514 159799 154927 107300 7715 6309 4445 102855 1715 101140 6496 5406 47627 34739 7422 27317 12888 3729
internal_count=4318164 1244241 4880 3815 1239361 1233503 615179 22439 10932 4439 1060 592740 167514 159799 154927 107300 7715 6309 4445 102855 1715 101140 6496 5406 47627 34739 7422 27317 12888 3729
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=4 5 1 5 5 1 4 5 0 3 1 2 4 6 4 4 2 1 1 3 3 3 0 0 0 5 1 3 5 1
split_gain=2.02534e+14 5.60009e+14 2.67438e+14 2.75059e+14 2.61705e+14 6.22094e+14 4.31138e+14 3.64302e+14 4.36469e+14 4.08086e+14 4.46063e+14 4.71685e+14 4.74379e+14 3.67793e+14 3.03448e+14 4.4779e+14 4.37054e+14 4.24482e+14 3.93469e+14 3.66124e+14 3.57251e+14 3.56016e+14 2.63709e+14 2.57383e+14 3.85249e+14 3.78497e+14 2.89596e+14 3.21489e+14 2.48593e+14 2.43995e+14
threshold=4.5000000000000009 225.45000000000002 39.899261850000009 98.020000000000024 225.45000000000002 38.891822450000006 1.0000000180025095e-35 177.02500000000003 57.581016350000006 6.5000000000000009 20.507360500000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 9.5000000000000018 65.480823400000006 39.003296000000006 4.5000000000000009 7.5000000000000009 11.500000000000002 55.591389050000011 56.009576300000013 55.416472000000006 142.05000000000004 37.889331900000009 4.5000000000000009 125.85000000000001 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 23 -4 7 22 -7 -1 9 10 -9 -12 -13 -11 15 21 18 -16 -17 -19 -21 -8 -6 24 -2 -25 27 -26 -5 -27
right_child=1 -3 3 28 5 6 14 8 -10 13 11 12 -14 -15 17 16 -18 19 -20 20 -22 -23 -24 25 26 29 -28 -29 -30 -31
leaf_value=37.408473244078046 -7337.8943306829406 44779.656403493427 336.18765674281235 -70768.838650644786 -14604.842587537651 284504.64821875002 23842.243878306061 329734.54683388164 -108932.65651616636 199186.03680293643 124461.92284817559 -188323.96197260768 -326.54131826268565 61289.043021062855 -43487.25615413233 159438.85651785717 157561.72624362246 182790.09253263054 -192590.56732341924 -276673.01314102567 186784.60382543106 -134668.07599620931 -163137.35938048887 -56303.91515958192 -72111.769065035318 12983.281083206582 -42633.892122313213 115928.2224331129 -25826.056574081525 238653.13314950978
leaf_weight=4298692 2315 1557 1933 2062 166 50 877 38 184 232 173 201 404 1163 273 35 49 249 342 39 29 169 427 1586 104 791 197 723 3053 51
leaf_count=4298692 2315 1557 1933 2062 166 50 877 38 184 232 173 201 404 1163 273 35 49 249 342 39 29 169 427 1586 104 791 197 723 3053 51
internal_value=0 -11851.3 -18731.9 -31799.4 39.576 -31055.1 -5643.89 59.1318 39049.5 51364.6 -4807.86 -21148 -62785.2 84222.4 -12679.5 -36966.3 -123392 47913.9 -159909 126629 -79022 -1767.93 -121558 -2761.67 15253.2 -27535.8 66325.8 92281.1 -43943.8 26652.1
internal_weight=0 14372 12815 7048 4.30379e+06 2705 2112 4.30109e+06 2395 2211 816 778 605 1395 2062 1472 426 590 377 317 68 1046 593 5767 3339 2428 1024 827 5115 842
internal_count=4318164 14372 12815 7048 4303792 2705 2112 4301087 2395 2211 816 778 605 1395 2062 1472 426 590 377 317 68 1046 593 5767 3339 2428 1024 827 5115 842
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 1 1 1 0 5 5 3 0 0 6 0 1 3 2 0 0 1 3 0 0 0 0 0 0
split_gain=2.02388e+14 1.60977e+15 1.14553e+15 1.76623e+15 1.82395e+15 8.99582e+14 9.28576e+14 8.60515e+14 8.58925e+14 3.70004e+15 1.69131e+15 1.24492e+15 1.14258e+15 1.08913e+15 7.99997e+14 7.96294e+14 7.68141e+14 1.48306e+15 7.51796e+14 7.84e+14 7.12886e+14 3.05762e+15 1.61798e+15 1.24892e+15 1.12421e+15 1.5859e+15 1.30366e+15 1.3882e+15 1.61249e+15 1.6783e+15
threshold=59.820733200000006 58.049540950000008 33.101335500000005 5.5000000000000009 30.370618100000005 30.502469200000004 30.346469350000003 38.233559750000005 36.546174950000008 55.388132500000005 74.010000000000005 74.610000000000014 8.5000000000000018 54.934662400000008 55.674875350000008 1.5000000000000002 57.945214300000011 56.135466100000009 26.500000000000004 2.5000000000000004 57.641335050000002 57.60800230000001 39.925119750000007 11.500000000000002 57.178027650000011 57.131524800000008 56.911498950000002 56.802385350000009 56.367862600000002 56.663136550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -5 -4 9 11 14 13 -13 -1 -11 -14 20 -18 19 -2 21 24 23 -23 25 26 27 28 -10 -30
right_child=18 2 7 5 -6 -7 -8 -9 16 10 -12 12 15 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8348.1333349484121 -5916.4622993545026 -13543.991547809797 -106976.89637146222 -7640.3260035954854 56763.020283043094 19638.034600137162 -56024.532592086231 -26617.989374771219 308.28605785418893 -91710.817055731954 -135606.01617130233 68892.001984642004 -37214.205779752498 63588.099226170831 -29513.156703686873 37449.516207849723 -14905.277152546321 30506.880467732426 -32333.972563297648 4852.2616691363401 -12662.885492352254 73970.809568607961 -14115.283246070756 -9361.3922367798205 -15286.157935866577 18123.677629223657 -14217.665423765267 10744.819515129095 -25905.766827736908 -1369.291289880556
leaf_weight=39225 85318 7181 1399 7382 7590 3955 8573 28064 3276131 2374 1944 4965 2624 2224 16041 3135 10726 21823 6248 325664 43170 10697 3826 2162 47072 49068 63150 122321 48437 65675
leaf_count=39225 85318 7181 1399 7382 7590 3955 8573 28064 3276131 2374 1944 4965 2624 2224 16041 3135 10726 21823 6248 325664 43170 10697 3826 2162 47072 49068 63150 122321 48437 65675
internal_value=0 -223.896 -15934.9 -3617.51 22582.9 -23055.3 -33638.3 -30433.7 38.7624 -10740 -46896.2 3368.93 33737.7 -4488.3 -37531.5 3430.14 246.454 15542 2093.34 2616.72 113.042 262.569 42974 59960.1 68.4869 267.885 22.8573 278.878 -98.7364 -11784.3
internal_weight=0 3.90093e+06 64144 34681 14771 19910 15955 29463 3.83679e+06 72532 20359 52173 10724 41449 18415 5759 3.76426e+06 32549 417230 410982 3.73171e+06 3.68854e+06 16685 12859 3.67185e+06 3.62478e+06 3.57571e+06 3.51256e+06 3.39024e+06 114112
internal_count=4318164 3900934 64144 34681 14771 19910 15955 29463 3836790 72532 20359 52173 10724 41449 18415 5759 3764258 32549 417230 410982 3731709 3688539 16685 12859 3671854 3624782 3575714 3512564 3390243 114112
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 0 1 1 0 1 0 5 1 1 0 1 0 0 1 5 0 1 0 1 1 0 1 1 6 6
split_gain=2.0531e+14 4.27396e+14 3.89171e+14 4.37777e+14 4.12188e+14 3.91649e+14 3.30078e+14 3.65758e+14 1.12956e+15 3.92e+14 5.50251e+14 3.58789e+14 3.14181e+14 6.27398e+14 5.20273e+14 4.48635e+14 1.07736e+15 2.96605e+15 2.90319e+15 2.26463e+15 1.30617e+15 1.07441e+15 1.01853e+15 9.69871e+14 6.94514e+14 8.55763e+14 7.18359e+14 7.11518e+14 8.40254e+14 6.96099e+14
threshold=113.46563545000002 61.785186750000001 48.713222300000005 114.17164950000002 9.5000000000000018 50.565831500000009 104.38035940000002 103.85249100000001 52.485928400000006 93.043229050000022 52.719210700000012 69.610000000000014 91.398302750000013 84.920232800000022 53.516665650000007 83.015546400000019 54.811549550000009 54.864040150000001 83.093115700000013 70.00500000000001 55.050600750000008 83.140147550000009 53.37994195000001 83.140147550000009 83.011163250000024 55.02863030000001 83.00362155000002 82.991167100000027 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 7 9 11 12 -11 -9 13 15 -14 24 22 18 -18 -20 21 -19 -17 -21 26 -26 27 -1 -29 -27
right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12 -13 14 -15 -16 16 17 20 19 23 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=161.43837137159088 57660.83294746295 33543.578185592276 10790.329684082679 -27375.418256296067 68063.41071969601 -57683.032965485159 -14985.251693567727 29210.842972208829 -18920.531871847179 23499.893968064185 -27728.498225676147 83116.481769556645 -48393.800893949003 -12220.241892701941 7907.2282530295188 6229.4359866616414 29121.937829622035 12488.899843296616 159674.1410787403 599347.514005829 -35085.268138479536 78815.356776774745 -21166.265310435669 123329.99657670455 31735.798214299874 -8035.2177225613705 14244.051233939519 -546.827785697693 -16392.184079726379 -37333.035155494981
leaf_weight=3756025 1211 5485 13269 7285 927 338 14759 7302 5671 2627 10387 1486 1681 42400 69571 41366 1896 40751 1115 193 5544 2598 20197 55 4927 77164 35243 80195 57434 9062
leaf_count=3756025 1211 5485 13269 7285 927 338 14759 7302 5671 2627 10387 1486 1681 42400 69571 41366 1896 40751 1115 193 5544 2598 20197 55 4927 77164 35243 80195 57434 9062
internal_value=0 8457.26 2482.51 -580.005 -18226 34464.8 -56.2187 -4.67646 15873.2 -58.5625 -17387.6 38326 -5.46685 -117.808 6578.96 6.32703 6200.46 16775.8 109147 220465 10618.8 16464 -2758.28 493779 -168.886 -8798.17 31.3187 -97.3263 -7159.26 -11114.3
internal_weight=0 28515 23030 21819 8550 1265 4.28965e+06 4.27489e+06 14459 4.26043e+06 13014 8788 4.24742e+06 4.17616e+06 71252 4.13376e+06 113715 52152 3259 1363 48893 43349 61563 248 4.02005e+06 91153 3.9289e+06 3.89365e+06 137629 86226
internal_count=4318164 28515 23030 21819 8550 1265 4289649 4274890 14459 4260431 13014 8788 4247417 4176165 71252 4133765 113715 52152 3259 1363 48893 43349 61563 248 4020050 91153 3928897 3893654 137629 86226
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=3 2 2 5 5 5 1 1 4 5 5 5 1 0 0 0 1 0 3 1 5 0 1 3 0 1 0 1 0 5
split_gain=2.09143e+14 9.04561e+14 6.52807e+14 7.83554e+14 7.50769e+14 6.58522e+14 6.57957e+14 6.07733e+14 5.86892e+14 9.87405e+14 8.91771e+14 1.37262e+15 1.41309e+15 1.01326e+15 1.29024e+15 1.22962e+15 9.60943e+14 8.67461e+14 8.43714e+14 8.02349e+14 1.17734e+15 8.01429e+14 7.58596e+14 1.44308e+15 1.7812e+15 9.66711e+14 1.37125e+15 1.34035e+15 1.50116e+15 7.68968e+14
threshold=11.500000000000002 11.500000000000002 2.5000000000000004 72.705000000000013 13.050000000000002 107.05000000000001 60.648383500000008 37.712318250000003 3.5000000000000004 67.990000000000023 77.00500000000001 86.810000000000016 30.332994000000003 59.950068600000009 54.959412650000012 59.820733200000006 82.784560750000011 55.017766000000002 7.5000000000000009 35.911716050000003 137.05000000000004 55.099723300000008 43.94115175000001 9.5000000000000018 55.110554300000004 82.911991800000024 55.043101600000007 82.784560750000011 55.099723300000008 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 -6 -7 -3 10 -10 -1 16 13 14 -13 -16 -12 -14 -17 20 -11 -18 29 24 25 27 -27 -24 -29 -19
right_child=2 7 4 -5 5 6 -8 -9 9 19 11 12 17 -15 15 18 21 22 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=306.1262142720513 -3766.4505972267016 -410786.13513513515 86381.400676699748 -22271.688836857978 -619.03375688328322 22364.629920902298 -10607.762683251094 -91534.031351791535 17306.411172509383 -54263.790809323371 13212.23719713846 62219.733945009 -9249.1588181214756 85759.626708013966 -197015.01223043635 -58720.7103241359 56430.596984805918 -3346.5069664829189 41697.071711261393 -7660.6622333339947 38730.301149557396 -10036.479957208368 -108314.47680664062 -822.35489691169607 23175.013112917717 149148.46422270365 -44355.221398074129 182781.1511264781 614373.93366477278 -74182.341404453604
leaf_weight=2426506 131688 74 1000 27693 1399852 23669 8131 307 14231 7967 57200 3282 67861 3019 369 1556 9881 12690 1810 74127 1642 2222 142 23641 13345 783 688 957 88 1743
leaf_count=2426506 131688 74 1000 27693 1399852 23669 8131 307 14231 7967 57200 3282 67861 3019 369 1556 9881 12690 1810 74127 1642 2222 142 23641 13345 783 688 957 88 1743
internal_value=0 531.832 -910.687 -6981.8 -235.282 -295.783 13933.9 -153541 553.368 -7046.24 836.691 7232.94 1248.69 37317.4 16475.5 -23720.6 18628.8 -1719.91 -4723.03 -11185 -38372.8 44227.9 7728.52 14874.9 38064.3 112819 58645 179954 219126 -11901
internal_weight=0 2.72613e+06 1.59203e+06 159381 1.43265e+06 1.43165e+06 31800 381 2.72575e+06 97967 2.62778e+06 201277 131974 10036 7017 3735 69303 121938 3366 83736 9609 12103 54077 39644 16003 2658 1471 1187 1045 14433
internal_count=4318164 2726131 1592033 159381 1432652 1431652 31800 381 2725750 97967 2627783 201277 131974 10036 7017 3735 69303 121938 3366 83736 9609 12103 54077 39644 16003 2658 1471 1187 1045 14433
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=5 4 3 5 5 1 1 0 4 1 1 5 3 5 0 0 1 5 3 1 1 1 0 0 0 5 4 1 1 0
split_gain=2.09616e+14 4.76061e+14 6.36837e+14 4.6137e+14 2.65762e+14 2.42567e+14 2.32628e+14 2.28528e+14 2.20062e+14 7.74879e+14 1.33028e+15 1.2694e+15 1.87239e+15 1.29341e+15 1.15565e+15 1.28128e+15 3.04143e+15 1.55876e+15 1.85981e+15 1.70619e+15 1.58324e+15 1.40637e+15 1.14082e+15 1.10359e+15 8.81911e+14 8.04214e+14 7.66863e+14 7.4017e+14 1.22711e+15 6.98243e+14
threshold=18.050000000000004 1.0000000180025095e-35 9.5000000000000018 13.050000000000002 13.050000000000002 30.502469200000004 61.42204370000001 55.455204450000004 1.5000000000000002 30.451272450000005 37.436176200000013 42.605000000000011 9.5000000000000018 64.405000000000015 55.657530000000008 55.801980100000009 37.712318250000003 41.005000000000003 8.5000000000000018 37.516458750000005 37.457850350000008 39.826386800000009 55.68356880000001 55.762622900000004 55.784980300000008 137.05000000000004 1.0000000180025095e-35 37.998366300000008 38.633372000000001 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 7 -5 -3 -4 9 11 -11 -2 25 -14 27 16 17 18 -16 20 24 -17 -22 -21 -19 -13 -24 -12 -29 -23
right_child=8 2 4 5 -6 -7 -8 -9 -10 10 14 12 13 -15 15 21 -18 19 -20 23 22 29 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-54008.370714829296 3027.0663744507447 5823.7630177812116 41125.578861950744 -59152.169033034326 8442.28951255231 -7389.0567656511303 -20043.979456923149 117978.90395782604 -569.50590238325424 -9326.0383073999656 -10405.888213827538 64509.183111424863 16501.855932721981 -72076.410858792078 93251.507123652933 -8525.1962311381121 5388.1272140895999 57534.073238228462 13726.260234189485 81824.12698020009 168528.22976686669 21753.255870218909 -199531.03603802851 180021.11389175663 402174.85548349679 -299745.52170210046 -17983.332847656857 23665.807315475846 -596.60925795609114 4144.6454413529327
leaf_weight=3302 129413 8558 876 988 968 10815 5855 693 2418192 133763 74580 9539 21408 1786 3618 92438 90552 148 15710 3374 291 24582 272 1732 149 61 1609 21302 973206 268384
leaf_count=3302 129413 8558 876 988 968 10815 5855 693 2418192 133763 74580 9539 21408 1786 3618 92438 90552 148 15710 3374 291 24582 272 1732 149 61 1609 21302 973206 268384
internal_value=0 -8056.49 3447.78 -20965.9 49648.2 -11722 -4684.5 75070.4 60.253 875.534 247.446 7480.28 25053.7 9681.09 1062.09 5015.55 14159.2 43681.7 28612.6 82131.3 13881.4 2228.94 -15730.2 115133 230435 62194.6 -44235.8 -797.47 -76.9171 5622.14
internal_weight=0 32055 16950 15105 2537 11803 14413 1569 4.28611e+06 1.86792e+06 1.70571e+06 162207 32794 23194 1.57195e+06 502859 117455 26903 19328 7575 2469 385404 2172 5106 297 9600 1881 1.06909e+06 994508 292966
internal_count=4318164 32055 16950 15105 2537 11803 14413 1569 4286109 1867917 1705710 162207 32794 23194 1571947 502859 117455 26903 19328 7575 2469 385404 2172 5106 297 9600 1881 1069088 994508 292966
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=0 0 0 1 5 1 0 1 0 1 5 6 0 5 5 1 0 3 1 1 0 0 1 5 5 6 5 1 0 0
split_gain=2.07152e+14 1.07658e+15 1.03696e+15 1.71982e+15 8.78767e+14 7.43345e+14 1.06852e+15 1.02142e+15 1.09109e+15 1.02416e+15 9.48839e+14 8.26041e+14 8.35157e+14 7.62849e+14 6.8968e+14 6.23853e+14 9.34296e+14 5.94942e+14 7.53006e+14 5.39779e+14 6.50991e+14 6.39255e+14 8.05998e+14 6.48023e+14 5.61273e+14 5.361e+14 5.19535e+14 4.83535e+14 4.71283e+14 2.09379e+15
threshold=45.087005000000012 47.155083450000006 47.236539400000005 39.666208800000007 44.905000000000008 39.739656000000004 43.592450450000008 39.863684800000009 44.226894250000008 43.574807850000006 69.015000000000015 1.5000000000000002 43.514103700000014 47.005000000000003 69.610000000000014 39.767857750000005 47.222459950000008 19.500000000000004 39.488326500000007 37.314272700000011 44.998833400000002 44.732363600000006 37.692869000000009 69.610000000000014 84.030000000000015 1.5000000000000002 79.010000000000005 39.726951800000002 53.145783300000012 53.242949050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 14 3 17 -5 6 13 -7 9 -9 -10 -11 -13 27 -2 16 -6 18 -3 24 21 -21 -23 -24 -8 -15 -18 -1 -4 -30
right_child=1 2 28 4 15 7 19 8 10 11 -12 12 -14 25 -16 -17 26 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-13551.975446408493 -6958.0602127905004 -41916.279255231049 -4089.0056452559384 9083.0284528233042 16845.628099249352 -34571.925003113589 19895.051737432208 16401.96969210797 -8250.3050942153641 -23985.020985405674 -47712.89428833581 8001.8765024624317 -45051.528435994718 144812.45215644329 -31160.349722971107 -14356.032989007075 53688.346521788466 -27957.623720281765 9171.6231574116882 3405.6435216691898 5570.4594323951105 -835.21190770399448 -19626.673460183778 -72498.345386850866 106056.23284691606 49747.888238492284 104493.41664290335 59046.669104061897 24791.118333952589 -111.59075816112676
leaf_weight=3353 103360 3225 285619 13039 6078 10390 7041 38229 29646 16090 7669 33032 3260 677 13288 1739 8685 7315 27375 61988 250525 30435 20422 2615 847 4793 2620 1263 34113 3289433
leaf_count=3353 103360 3225 285619 13039 6078 10390 7041 38229 29646 16090 7669 33032 3260 677 13288 1739 8685 7315 27375 61988 250525 30435 20422 2615 847 4793 2620 1263 34113 3289433
internal_value=0 -256.914 42.9509 12091.1 29100.8 1867.25 4131.58 -4418.43 -1969.39 3957.16 -16360.7 -5125.21 3236.25 36249.8 -9715.07 42750.7 48463.7 -2337.25 3787.36 3265.12 2707.3 -3505.19 -11516.7 -25628.3 29146.9 61513.6 65462.7 6312 -190.977 144.012
internal_weight=0 3.79589e+06 3.67924e+06 70076 32161 522275 383959 138316 127926 90611 37315 52382 36292 10086 116648 19122 17383 37915 30600 373873 365985 115460 53472 23037 7888 5470 11305 4616 3.60916e+06 3.32355e+06
internal_count=4318164 3795889 3679241 70076 32161 522275 383959 138316 127926 90611 37315 52382 36292 10086 116648 19122 17383 37915 30600 373873 365985 115460 53472 23037 7888 5470 11305 4616 3609165 3323546
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=3 0 1 3 2 0 5 0 0 1 4 0 0 0 1 1 3 0 5 1 1 3 1 1 0 0 0 1 0 3
split_gain=2.03245e+14 6.58229e+14 6.0808e+14 7.45245e+14 5.67736e+14 4.74927e+14 4.06728e+14 3.25618e+14 2.99385e+14 3.20315e+14 2.84388e+14 2.29693e+14 2.65246e+14 3.22317e+14 6.96645e+14 3.61837e+14 2.96746e+14 2.2585e+14 2.24774e+14 2.22985e+14 2.18722e+14 2.18e+14 4.15758e+14 4.87269e+14 3.3812e+14 1.05397e+15 6.6023e+14 3.76248e+14 3.54137e+14 3.46575e+14
threshold=32.500000000000007 55.56564190000001 37.542000650000013 34.500000000000007 26.500000000000004 55.74310830000001 36.515000000000008 55.769960200000007 55.708120100000009 37.417247200000006 1.5000000000000002 55.801980100000009 55.87722990000001 55.812836050000008 37.620907050000007 37.642309100000013 34.500000000000007 53.145783300000012 82.00500000000001 37.620907050000007 37.559851850000008 29.500000000000004 37.39371280000001 37.457850350000008 55.769960200000007 56.367862600000002 55.899899800000007 37.726745000000001 56.791364150000007 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 -2 5 6 -3 -7 9 -8 -5 -9 13 16 20 -16 -13 -4 -10 -6 -15 -1 -23 -24 27 26 -26 -25 -27 -30
right_child=1 4 17 10 19 7 8 11 18 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 23 24 25 28 -28 -29 29 -31
leaf_value=5.6291130236196265 -24985.407580227005 7829.2475642212057 -86222.362973813666 57944.388101562501 43106.556098424146 46765.560153949045 -250967.91687500002 -100980.14354439243 -123542.40637915557 -40836.076774256711 372108.85473920038 11913.461900121516 -29484.266759103848 72541.126535560339 478097.26029411773 124609.0693330224 -88455.934675516808 125569.03746505837 21214.329306722691 -5188.3808318132678 -15639.387603545445 -26402.847271473864 168043.5170259233 -22890.629300088112 81947.951284327835 -83016.104753693449 449712.92581250001 28199.624865861682 50465.863670441162 -22815.867868362624
leaf_weight=4285890 1142 859 54 50 1755 817 75 332 1088 2214 68 792 4925 493 51 67 469 745 119 2100 655 2253 220 3064 2060 452 50 2722 1260 1323
leaf_count=4285890 1142 859 54 50 1755 817 75 332 1088 2214 68 792 4925 493 51 67 469 745 119 2100 655 2253 220 3064 2060 452 50 2722 1260 1323
internal_value=0 -10355.5 43011.3 -264.059 -16891.9 -26916.1 -53822.7 -13292.4 -68971.2 -47721.1 238988 -19596 -15970.2 10368.2 46011.6 277388 -25416.6 111255 -109271 16798 22229.1 45.4514 12778.5 20694.9 17729.3 36380.3 90662.8 1144.57 -1358.05 12931.3
internal_weight=0 18870 2059 1260 16811 12956 4355 8601 3496 2289 118 7784 7452 2527 1266 118 1261 799 1207 3855 1148 4.29929e+06 13404 11151 10931 5145 2110 5786 3035 2583
internal_count=4318164 18870 2059 1260 16811 12956 4355 8601 3496 2289 118 7784 7452 2527 1266 118 1261 799 1207 3855 1148 4299294 13404 11151 10931 5145 2110 5786 3035 2583
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 5 0 1 0 1 0 0 0 0 1 1 0 3 6 2 1 0 1 1 3 5 6 1 3
split_gain=1.97854e+14 1.43512e+15 2.53395e+15 2.40326e+15 2.06638e+15 2.23629e+15 1.2506e+15 1.20882e+15 1.19099e+15 1.04217e+15 9.73707e+14 1.68803e+15 1.7298e+15 1.84783e+15 1.62561e+15 1.35288e+15 1.16849e+15 1.08412e+15 1.33219e+15 1.01234e+15 9.96956e+14 1.39978e+15 1.79756e+15 9.20654e+14 1.99446e+15 1.92072e+15 9.16737e+14 8.71165e+14 8.36847e+14 8.08915e+14
threshold=30.278357500000002 59.939091550000008 59.863160500000006 59.990816400000007 30.226173900000003 60.693675950000006 66.040000000000006 59.916647550000008 30.160599000000001 59.846652800000008 30.346469350000003 59.896318000000008 59.950068600000009 59.939091550000008 59.846652800000008 30.315880100000005 30.305955500000003 60.029906750000002 26.500000000000004 1.5000000000000002 7.5000000000000009 30.305955500000003 59.963407450000012 30.315880100000005 30.323743050000001 7.5000000000000009 62.015000000000008 1.5000000000000002 30.102666750000001 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 -5 -6 26 9 -1 11 14 13 23 -2 -16 -15 18 20 -19 -14 22 29 -13 25 -25 -4 -9 -11 -22
right_child=10 3 7 4 6 -7 -8 27 -10 28 -12 12 17 16 15 -17 -18 19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4065.1407983765657 9077.5055389392637 44079.151586200976 -55241.808131102705 29549.920359045602 -9216.8732433464156 -79322.40756932745 -59641.135561131712 -68984.050735108307 -28909.06437391444 -20568.192823341124 -105.63162637272819 -13773.750537106776 17690.52176305763 71140.946231783353 18079.373729335359 89525.225846150628 -87399.281635843508 -67912.006917510458 -128784.85797991071 6249.3177259581753 248443.60667229729 88911.485493354368 33986.981814921244 -5759.5699891174154 -15033.636096957904 169926.52077406168 -129694.17008083483 22250.486014370035 49471.845391489274 -243090.85266668146
leaf_weight=49369 13085 14145 6064 21515 24297 2068 6167 1654 16211 2253 4064974 23186 18036 520 4397 6672 4386 2317 532 8953 37 5552 2628 1059 4077 1509 2274 2850 7025 352
leaf_count=49369 13085 14145 6064 21515 24297 2068 6167 1654 16211 2253 4064974 23186 18036 520 4397 6672 4386 2317 532 8953 37 5552 2628 1059 4077 1509 2274 2850 7025 352
internal_value=0 -3497.65 -11958.2 7383.24 -2220.69 20002.9 -19424.5 -52997.7 -4917.81 1713.77 131 10017.1 2448.03 -13722.3 32938.1 61144.4 -70595.2 17073.2 27900.3 -8997.51 31033.5 59117.6 4289.77 -4368.96 28446.6 97476.5 -75547 -11253.5 32463.8 -196338
internal_weight=0 155892 87700 68192 54047 23583 30464 12842 74858 58647 4.16227e+06 97298 73144 34737 24154 11069 4906 38407 27137 11270 26605 8569 3017 29831 6645 2568 8338 4504 9278 389
internal_count=4318164 155892 87700 68192 54047 23583 30464 12842 74858 58647 4162272 97298 73144 34737 24154 11069 4906 38407 27137 11270 26605 8569 3017 29831 6645 2568 8338 4504 9278 389
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=5 1 4 2 1 0 0 4 5 1 3 0 0 1 2 0 0 5 0 1 1 1 0 0 0 1 1 0 1 0
split_gain=1.79477e+14 3.25905e+14 4.15729e+14 2.33177e+14 2.63709e+14 2.73029e+14 3.16556e+14 2.40388e+14 3.77334e+14 2.37642e+14 2.27498e+14 6.78542e+14 4.96623e+14 5.04846e+14 4.90188e+14 3.37764e+14 2.76063e+14 2.40953e+14 2.2172e+14 2.45604e+14 2.13242e+14 2.06852e+14 2.02391e+14 8.97635e+14 8.64217e+14 1.30733e+15 8.52227e+14 8.92107e+14 6.99431e+14 6.96228e+14
threshold=25.005000000000006 30.425002000000003 1.5000000000000002 5.5000000000000009 38.633372000000001 55.885524800000006 55.56564190000001 1.0000000180025095e-35 13.050000000000002 38.096381250000007 32.500000000000007 55.56564190000001 55.551692500000009 37.533784800000006 25.500000000000004 55.74310830000001 55.769960200000007 55.990000000000002 55.708120100000009 37.417247200000006 37.542000650000013 37.542000650000013 45.087005000000012 47.155083450000006 47.249522000000006 39.694727950000008 39.753614400000011 47.222459950000008 39.488326500000007 47.236539400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 9 -8 -9 -5 22 12 13 17 15 18 -17 -12 19 -13 -14 -16 -2 -24 25 28 27 -27 -25 -29
right_child=10 3 -4 4 -6 -7 7 8 -10 -11 11 14 20 -15 21 16 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-24824.169354422647 2033.981458630557 -5431.35895778124 149479.93930646498 -8437.5736003909678 -2097.3844071938647 -8436.0426148930255 51239.723107134007 171195.2784765625 9342.7850553467342 211429.6847734375 93580.604744037846 -222107.069848279 -65591.708178191489 -2642.1022412950583 40346.731584715541 42231.331967032602 -22665.067554144243 374561.10557598039 -86760.64563325356 -30890.903316681695 159261.58851802483 -5912.0371286814589 -8904.9832082031535 -42947.860460090407 -61.535601145548391 8068.0069258230642 3197.9732925139133 60045.523209821316 2505.5340446981591 12575.309134388735
leaf_weight=8783 506835 80050 139 2922 26181 3749 3869 150 3626 50 76 69 47 1277 1548 725 6837 51 1282 2535 411 2574 112188 3684 3468940 8294 12955 12436 41770 4111
leaf_count=8783 506835 80050 139 2922 26181 3749 3869 150 3626 50 76 69 47 1277 1548 725 6837 51 1282 2535 411 2574 112188 3684 3468940 8294 12955 12436 41770 4111
internal_value=0 -3666.27 -22108.6 -2301.87 3876.52 14763.5 22955.6 33721.7 15772.3 -4738.6 113.366 -11286.8 45765 16268.4 -18109.5 -28756.5 -16443.2 206415 -52717.7 -35957.7 136187 11460.3 161.009 -98.0495 180.098 10248.7 23991.1 34835.1 -1178.42 48251.8
internal_weight=0 129519 8922 120597 40547 14366 10617 7645 3776 2972 4.18864e+06 17432 1862 1404 15570 11448 7562 127 3886 2604 458 4122 4.17121e+06 3.66438e+06 3.55219e+06 83250 37796 24841 45454 16547
internal_count=4318164 129519 8922 120597 40547 14366 10617 7645 3776 2972 4188645 17432 1862 1404 15570 11448 7562 127 3886 2604 458 4122 4171213 3664378 3552190 83250 37796 24841 45454 16547
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 5 1 0 0 0 1 4 0 1 0 0 5 4 0 0 0 0 1 1 1 1 0 0 0 5
split_gain=1.83319e+14 7.37303e+14 5.94188e+14 1.9862e+15 1.45505e+15 1.22662e+15 1.2042e+15 2.79864e+15 1.45147e+15 1.14773e+15 1.0832e+15 9.06622e+14 8.42022e+14 1.06231e+15 2.04433e+15 1.59424e+15 8.64076e+14 7.48011e+14 7.43397e+14 1.23054e+15 1.16325e+15 1.00579e+15 8.91919e+14 1.25636e+15 1.40995e+15 1.75159e+15 1.50768e+15 7.07132e+14 7.01911e+14 9.77694e+14
threshold=11.500000000000002 11.500000000000002 39.739656000000004 49.073956850000009 44.580511600000001 59.245000000000012 49.148175700000003 55.795550600000006 55.046835900000012 55.784980300000008 49.964253350000007 3.5000000000000004 55.173809400000003 82.926290250000008 55.055104550000003 55.078308950000007 112.04500000000002 3.5000000000000004 55.013931500000005 54.920670650000005 55.014170500000006 54.959412650000012 82.897133550000021 82.940215400000014 82.926290250000008 82.91993380000001 55.02863030000001 54.945614000000006 53.719078300000007 57.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 -4 7 -5 10 12 -8 -6 13 14 16 17 -10 -16 19 28 -20 27 -22 24 25 26 -24 -21 -12 -30
right_child=2 -3 3 6 11 -7 8 -9 9 -11 18 -13 -14 -15 15 -17 -18 -19 20 21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=517.35963816642277 39177.284095350922 -138603.03514599739 -7602.1085767781178 -6282.9803895767182 -107.98204264506845 -30910.577883090249 -70168.726347671836 84300.709251202352 -26100.21199401965 -1863.5376540012294 4290.2854403735773 26614.385716901052 -28392.225900375863 -20557.096663161403 55999.004228541366 747.92402361090831 -141978.93836381892 247101.30820775326 291916.05269097222 -8258.6529240620439 -21131.183199895109 3229.1261643503353 505560.54200949374 8855.4903053149737 80116.65467295298 -28914.890459215363 62371.120043372401 -38333.00401089459 10715.857579429598 52193.300402045665
leaf_weight=2725750 9687 381 58416 9149 991265 36802 1904 5438 6688 183269 38086 12861 32922 31469 6995 10700 712 211 153 21848 5752 50433 79 27624 6380 3895 2706 12175 15411 9003
leaf_count=2725750 9687 381 58416 9149 991265 36802 1904 5438 6688 183269 38086 12861 32922 31469 6995 10700 712 211 153 21848 5752 50433 79 27624 6380 3895 2706 12175 15411 9003
internal_value=0 497.916 -852.611 -3410.72 606.383 -16610.9 -808.462 27486.4 -1689.6 -6399.92 4888.89 234.282 -15668.7 -8290.7 6963.05 25234.8 -37249.6 61594.7 5627.27 2137.74 16634.3 -5734.17 15727.3 20938.5 46495.9 14385 74942.7 -19020.6 12775 26011.2
internal_weight=0 2.72613e+06 1.59203e+06 578220 1.01381e+06 95218 483002 14587 468415 272966 195449 1.00413e+06 89697 56775 25306 17906 7400 7206 193545 146956 46589 84456 46436 40684 13060 6680 2785 34023 62500 24414
internal_count=4318164 2726131 1592033 578220 1013813 95218 483002 14587 468415 272966 195449 1004126 89697 56775 25306 17906 7400 7206 193545 146956 46589 84456 46436 40684 13060 6680 2785 34023 62500 24414
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 0 1 0 1 0 1 4 5 0 1 0 0 1 1 3 0 5 0 1 0 3 0 3 1 1
split_gain=2.01544e+14 7.03965e+14 6.14783e+14 5.9311e+14 1.33484e+15 2.6702e+15 1.22945e+15 2.26481e+15 2.16863e+15 1.36489e+15 1.11558e+15 7.52803e+14 7.23225e+14 1.23549e+15 6.55693e+14 6.77943e+14 6.37437e+14 6.28771e+14 5.84862e+14 5.81854e+14 5.70342e+14 5.67855e+14 5.59913e+14 5.36049e+14 5.92017e+14 9.71305e+14 7.24744e+14 1.00939e+15 1.63724e+15 1.14467e+15
threshold=87.00500000000001 82.00500000000001 1.5000000000000002 30.451272450000005 37.275078000000001 55.551692500000009 37.832345550000007 55.91302515000001 37.998366300000008 55.576287050000012 37.642309100000013 2.5000000000000004 112.04500000000002 55.349623500000007 30.388336800000001 60.035045000000004 55.885524800000006 30.502469200000004 37.098288800000006 15.500000000000002 55.762622900000004 89.00500000000001 55.91302515000001 30.362552800000003 59.950068600000009 13.500000000000002 54.736324100000012 7.5000000000000009 30.226173900000003 30.160599000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 14 5 -5 7 9 20 12 11 -11 -6 -14 23 -16 21 -7 -19 -3 -8 -12 -22 24 26 -26 -4 -28 29 -29
right_child=2 19 3 4 6 17 8 -9 -10 10 16 -13 13 -15 15 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-18.433984085110605 -77611.390194073843 15119.501323862583 34871.47605963517 19404.243752337276 -18549.206708291978 -17988.364590248759 -41653.745940255219 -77437.370321054288 -3173.9405934031952 -75493.843457788273 17482.103589417056 36427.237934306817 -7238.2374474285316 172188.28688531558 63903.754791224528 -121310.46231209271 -40464.285019018775 -121960.68725523306 -55254.013233354366 -1583.7070696834126 -162243.82839332207 118767.25083636784 -58456.998586136906 -30777.519519756985 55257.422863679232 -7373.7249104538414 -46862.925117607687 -5024.0692482702789 42172.864956832003 -141564.45576311549
leaf_weight=3947004 1088 56454 4253 4865 6552 1397 3392 2214 204712 645 666 8805 1112 586 3118 211 343 3060 2304 33073 997 3278 1086 3607 5982 4225 5201 1713 5264 957
leaf_count=3947004 1088 56454 4253 4865 6552 1397 3392 2214 204712 645 666 8805 1112 586 3118 211 343 3060 2304 33073 997 3278 1086 3607 5982 4225 5201 1713 5264 957
internal_value=0 180.457 -2586.41 -2295.45 -4018.08 -37092.1 -2377.56 18966.3 -4835.1 28673.8 47982.2 28788.2 -3476.48 54684 9977.29 52164.4 90292.3 -77745.1 -93308.2 8949.01 -66946.3 101664 -108133 5476.26 10215.1 29332.4 -1007.08 -12624.3 9820.34 -53963.8
internal_weight=0 4.03653e+06 281633 280545 246014 11626 234388 24201 210187 21987 13737 9450 8250 1698 34531 3329 4287 6761 5364 89527 5475 3944 2083 31202 27595 10207 17388 13135 7934 2670
internal_count=4318164 4036531 281633 280545 246014 11626 234388 24201 210187 21987 13737 9450 8250 1698 34531 3329 4287 6761 5364 89527 5475 3944 2083 31202 27595 10207 17388 13135 7934 2670
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=1 0 6 1 1 0 1 0 4 1 1 0 5 0 0 3 0 3 1 3 0 0 5 3 4 0 2 0 1 0
split_gain=1.74847e+14 3.38423e+14 3.29841e+14 2.54314e+14 3.08412e+14 9.16002e+14 3.16385e+14 4.62314e+14 2.89061e+14 2.54362e+14 5.19376e+14 4.1344e+14 3.42933e+14 2.35597e+14 2.33918e+14 2.33268e+14 2.45574e+14 2.31861e+14 2.5452e+14 3.31699e+14 3.19527e+14 2.38128e+14 2.23729e+14 2.19256e+14 2.06776e+14 5.29107e+14 7.05326e+14 4.84948e+14 8.51254e+14 4.97367e+14
threshold=113.46563545000002 61.674413550000004 1.5000000000000002 104.38035940000002 103.85249100000001 52.485928400000006 93.043229050000022 51.83362145000001 1.5000000000000002 91.398302750000013 86.192907650000009 53.516665650000007 46.405000000000008 56.093493200000005 51.717367500000009 6.5000000000000009 51.83362145000001 17.500000000000004 114.17164950000002 9.5000000000000018 50.565831500000009 51.83362145000001 91.050000000000011 2.5000000000000004 2.5000000000000004 44.039893800000009 4.5000000000000009 45.005863250000004 37.328003200000005 45.053747000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 8 9 -8 -6 10 24 -11 -13 -14 -5 16 -16 18 21 -20 -21 -4 -12 -3 -1 26 -26 28 -27 -29
right_child=1 23 17 14 5 -7 7 -9 -10 11 22 12 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=335.10379955533551 48688.031902528208 -15871.14067363914 -115008.52833533655 -82724.398862920265 11054.241257344724 -16758.966460176405 68432.412013599765 -19850.550771913153 48648.993644865048 -43088.592258461991 -16643.765214766008 -439.43929160337416 15910.248833309979 -14188.259071470247 17586.379317543044 -36974.34638843737 -14214.652067552461 106286.54942475125 -22248.622578504248 59444.048591236075 -54819.328131349168 9332.7085068575925 -95060.262168675661 38803.316524204376 24845.161673785995 36637.099069400356 -7019.5208510789635 11765.34900681398 -20899.675538684944 -1810.1868022852102
leaf_weight=3234678 1448 872 156 468 3239 5671 623 12391 5549 1681 14812 32310 34448 2813 3477 2763 8051 201 7746 1010 323 12142 373 4617 17193 2872 11656 27881 24567 842133
leaf_count=3234678 1448 872 156 468 3239 5671 623 12391 5549 1681 14812 32310 34448 2813 3477 2763 8051 201 7746 1010 323 12142 373 4617 17193 2872 11656 27881 24567 842133
internal_value=0 7804.65 2485.64 -51.8806 -6.63879 14573.5 -56.1206 -15624.3 34792.7 -8.41998 -109.502 5916.11 7100.18 13638 -13156 -10877.8 -4623.03 -614.792 -1619.95 -14319.4 31756.8 7755.44 -18570 30117.6 -42.1326 -1359.45 11970.7 -1787.96 -14877.4 -1375.14
internal_weight=0 28515 23026 4.28965e+06 4.27489e+06 14459 4.26043e+06 13014 8788 4.24742e+06 4.17616e+06 71252 69571 37261 14759 14291 11528 21578 21377 9079 1333 12298 15185 5489 4.16098e+06 926302 28849 897453 27439 870014
internal_count=4318164 28515 23026 4289649 4274890 14459 4260431 13014 8788 4247417 4176165 71252 69571 37261 14759 14291 11528 21578 21377 9079 1333 12298 15185 5489 4160980 926302 28849 897453 27439 870014
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 5 0 1 0 1 0 0 0 0 1 1 0 3 2 1 0 6 0 1 1 2 3 5 3
split_gain=1.6476e+14 1.13972e+15 2.01781e+15 1.91645e+15 1.66244e+15 1.81905e+15 1.03792e+15 9.88034e+14 9.10154e+14 8.65634e+14 7.59154e+14 1.36856e+15 1.35383e+15 1.4918e+15 1.30122e+15 1.10233e+15 9.66285e+14 8.57941e+14 1.06942e+15 8.34032e+14 1.12972e+15 1.46062e+15 8.13365e+14 7.5779e+14 7.53279e+14 1.60178e+15 1.59438e+15 7.5193e+14 7.26054e+14 7.26799e+14
threshold=30.278357500000002 59.939091550000008 59.863160500000006 59.990816400000007 30.226173900000003 60.693675950000006 66.040000000000006 59.916647550000008 30.160599000000001 59.846652800000008 30.346469350000003 59.896318000000008 59.950068600000009 59.939091550000008 59.846652800000008 30.315880100000005 30.315880100000005 60.029906750000002 26.500000000000004 7.5000000000000009 30.305955500000003 59.963407450000012 1.5000000000000002 59.882016200000002 30.315880100000005 30.323743050000001 6.5000000000000009 15.500000000000002 62.015000000000008 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 -5 -6 28 9 27 11 14 13 24 -2 -16 -15 18 19 -14 21 -21 -19 -17 -13 26 -26 -1 29 -4
right_child=10 3 7 4 6 -7 -8 -9 -10 -11 -12 12 17 16 15 23 -18 22 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-102.01567778341621 8139.579017787958 39274.078718728975 -2772.6371195846209 26472.464284668982 -8203.1098861466216 -71719.388700792915 -54139.973898602941 -9613.5609297506762 -25421.679873098641 29373.255210356107 -89.398009378722207 -12374.963232317994 15206.792036209648 64150.409418300413 15849.511821610964 102076.69715922879 -78817.908941513713 -61028.52330681312 -115780.51393547346 -177007.83333467226 79863.96802747903 30611.732344957465 5446.3118880185102 28086.903064105754 45212.120004060831 -13150.39613876399 233882.25152262649 -43827.251914373912 -115927.64807020471 -75226.522096480636
leaf_weight=45060 13085 14145 2139 21515 24297 2068 6167 4504 16211 9278 4064974 23186 18036 530 4397 4712 4376 2317 532 389 5552 2628 8953 1960 1990 4077 578 4309 2274 3925
leaf_count=45060 13085 14145 2139 21515 24297 2068 6167 4504 16211 9278 4064974 23186 18036 530 4397 4712 4376 2317 532 389 5552 2628 8953 1960 1990 4077 578 4309 2274 3925
internal_value=0 -3191.75 -10731.4 6504.85 -2071.4 17862 -17502.4 -47353.5 -4448.88 1348.35 119.543 8848.79 2033.48 -12272 29487.1 54722.7 -63372.9 14972 24603.7 27410.9 53098 3842.09 -8220.25 80341.1 -3867.92 25815.2 87677.6 -3918.42 -67739.8 -49669.3
internal_weight=0 155892 87700 68192 54047 23583 30464 12842 74858 58647 4.16227e+06 97298 73144 34737 24154 11069 4906 38407 27137 26605 8569 3017 11270 6672 29831 6645 2568 49369 8338 6064
internal_count=4318164 155892 87700 68192 54047 23583 30464 12842 74858 58647 4162272 97298 73144 34737 24154 11069 4906 38407 27137 26605 8569 3017 11270 6672 29831 6645 2568 49369 8338 6064
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 1 0 0 0 3 6 6 1 0 1 0 0 3 5 0 1 0 4 3 3 0 0 1 1 1
split_gain=1.65018e+14 2.68615e+15 1.93042e+15 1.31948e+15 1.18466e+15 1.40336e+15 1.27335e+15 1.78689e+15 1.17613e+15 1.08095e+15 9.40992e+14 9.39384e+14 8.45213e+14 2.09629e+15 1.42014e+15 1.55575e+15 2.25571e+15 1.02849e+15 1.03824e+15 1.03802e+15 1.41081e+15 1.47043e+15 1.09046e+15 9.98413e+14 1.05933e+15 9.42279e+14 1.25137e+15 1.7186e+15 2.176e+15 1.98483e+15
threshold=48.712293450000011 49.201680550000006 46.037218400000008 55.751981950000008 49.111504200000006 49.148175700000003 55.820531900000013 55.777112100000004 57.945214300000011 8.5000000000000018 1.5000000000000002 1.5000000000000002 43.808567100000012 56.197733450000008 40.247294600000011 57.692655200000004 45.055827000000008 25.500000000000004 60.310000000000009 56.301440000000007 43.94115175000001 56.338501050000012 1.5000000000000002 7.5000000000000009 5.5000000000000009 55.795550600000006 55.899899800000007 37.832345550000007 37.615058950000012 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 -2 8 6 7 -6 -5 10 -9 -8 14 -14 25 16 -16 18 -15 22 -21 23 -20 24 -22 -1 27 28 -27 -30
right_child=1 -3 -4 4 5 -7 11 9 -10 -11 -12 -13 13 17 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=1928.660017711476 -12652.503861097881 -151.48612298927804 -13299.578668251865 8426.5095495138921 20513.244209128345 19522.24016561914 142783.32458352024 380370.46263338416 183588.63200298775 84829.963996172533 153941.75537648352 14290.52403540018 -5548.9558621499009 13773.214987466206 -2340.117057301924 34504.235792982756 -31743.368408033475 -137076.35405560661 -148494.69426022223 14626.272952154777 107246.11355041398 -45417.042534704378 23992.322761166717 79106.593771822969 258339.34181522482 -14494.635340834095 -563.10558348894688 -31924.335877808342 42872.439574431563 -4531.2371891588109
leaf_weight=1261967 12714 1835629 113225 40437 2855 24287 627 205 387 3493 1753 6147 56539 42836 65289 7013 43458 408 385 3639 1152 684 7635 3637 777 80033 633954 30525 15009 21465
leaf_count=1261967 12714 1835629 113225 40437 2855 24287 627 205 387 3493 1753 6147 56539 42836 65289 7013 43458 408 385 3639 1152 684 7635 3637 777 80033 633954 30525 15009 21465
internal_value=0 688.125 -555.347 17277.3 22022.5 34399.8 58360.8 84603 10087 118170 177649 26183.8 78.5324 8330.97 -371.386 -11146.4 -14090.4 21163.7 22226.5 42445.6 64126.6 92947.6 15712.1 109951 168106 239.16 -2490.84 -10802.6 -5268.69 14975.3
internal_weight=0 1.92853e+06 2.38963e+06 92905 80191 39367 15080 8306 40824 5451 1958 6774 2.2764e+06 117692 2.15871e+06 115760 108747 61153 60745 17909 9889 6250 8020 5566 1929 2.04295e+06 780986 147032 116507 36474
internal_count=4318164 1928534 2389630 92905 80191 39367 15080 8306 40824 5451 1958 6774 2276405 117692 2158713 115760 108747 61153 60745 17909 9889 6250 8020 5566 1929 2042953 780986 147032 116507 36474
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 1 1 0 1 0 1 0 0 1 5 0 1 0 0 1 1 4 5 0 5 4 0 6 0 1
split_gain=1.78335e+14 5.70428e+14 5.11253e+14 7.68843e+14 4.98803e+14 4.89166e+14 1.07147e+15 2.14108e+15 1.04557e+15 1.83016e+15 1.71747e+15 9.79068e+14 6.79071e+14 1.15015e+15 1.53729e+15 8.72554e+14 9.20004e+14 5.93193e+14 7.10469e+14 5.88588e+14 5.7812e+14 5.73087e+14 5.61938e+14 1.0243e+15 5.4757e+14 7.15046e+14 7.96775e+14 1.11752e+15 5.62694e+14 7.33548e+14
threshold=87.00500000000001 82.00500000000001 38.058342000000003 9.5000000000000018 37.832345550000007 30.451272450000005 37.275078000000001 55.535913550000011 37.832345550000007 55.924336300000007 37.998366300000008 55.576287050000012 55.860536450000005 37.39371280000001 150.04500000000004 55.812836050000008 37.692869000000009 55.801980100000009 55.842510000000011 37.417247200000006 37.457850350000008 1.5000000000000002 112.04500000000002 55.349623500000007 137.05000000000004 3.5000000000000004 54.725565150000001 1.5000000000000002 54.708501450000007 20.507360500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 21 7 -7 9 11 -10 22 13 17 15 16 19 -13 -19 -15 -17 -2 -8 -24 25 -23 -27 -28 29 -26
right_child=5 2 3 -5 -6 6 8 -9 10 -11 -12 12 -14 14 -16 20 -18 18 -20 -21 -22 24 23 -25 28 26 27 -29 -30 -31
leaf_value=-9.2868491687044923 -77220.3267639884 1225.1448928560119 30585.921558567119 5994.0078889665929 -43845.857831194124 17951.017317641526 -16569.099765796367 -69221.424792621052 -60009.511138603884 -91354.149537762103 -3311.0897430968907 43516.171766998654 7140.9773703048431 129287.3753279321 -290206.82231359649 289206.25776046695 116049.93561588142 -73675.374939110407 201471.01485140933 19063.374367369139 121234.88071264175 14665.790732007792 -8188.9004921796604 154957.764555437 -104156.393125 -178549.57367788465 68459.490775299069 -36437.736793758573 43126.253914168832 407959.9983870968
leaf_weight=3947004 759 25162 17926 43718 2721 4766 6582 6892 5485 1461 205706 1344 4427 567 114 259 2196 1174 102 3328 981 24505 1121 586 40 312 1280 4917 2636 93
leaf_count=3947004 759 25162 17926 43718 2721 4766 6582 6892 5485 1461 205706 1344 4427 567 114 259 2196 1174 102 3328 981 24505 1121 586 40 312 1280 4917 2636 93
internal_value=0 169.749 8062.95 13145.3 -3173.17 -2432.94 -3991.17 -33583.8 -2525.83 17143.8 -4783.65 24102 39780.6 54136.9 74190.3 79856.8 64290.7 -2846.99 -51680.9 35108.8 156319 8713.63 -3309.49 47818.1 10644.3 6840.19 -22621.6 -14771.1 53252 253940
internal_weight=0 4.03653e+06 89527 61644 27883 281633 247091 11658 235433 24242 211191 22781 14492 10065 7445 7331 6091 2620 1276 3895 1240 34542 8289 1707 33783 31014 6509 6197 2769 133
internal_count=4318164 4036531 89527 61644 27883 281633 247091 11658 235433 24242 211191 22781 14492 10065 7445 7331 6091 2620 1276 3895 1240 34542 8289 1707 33783 31014 6509 6197 2769 133
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=1 1 1 5 1 0 1 1 1 0 1 1 1 5 1 5 0 0 5 3 5 0 5 3 0 3 3 3 0 3
split_gain=1.70014e+14 2.10325e+15 1.73486e+15 1.28045e+15 9.20664e+14 1.35333e+15 1.2928e+15 2.05657e+15 1.68155e+15 1.80154e+15 1.56982e+15 2.35869e+15 1.37648e+15 1.36554e+15 1.29777e+15 1.7884e+15 1.29714e+15 1.38962e+15 1.25583e+15 1.25326e+15 1.24957e+15 1.14641e+15 1.21825e+15 1.13953e+15 1.05094e+15 1.03409e+15 9.70331e+14 9.34695e+14 9.24968e+14 8.31987e+14
threshold=65.520339550000017 60.837513500000007 65.565203050000022 68.52500000000002 60.58031445000001 56.791364150000007 57.550671000000001 60.08989780000001 55.912026600000011 53.516665650000007 50.888703650000004 49.073956850000009 46.037218400000008 110.05000000000001 49.148175700000003 79.010000000000005 56.852744000000008 56.501468900000013 88.015000000000015 11.500000000000002 104.75000000000001 54.762542150000009 55.005000000000003 10.500000000000002 55.795550600000006 10.500000000000002 9.5000000000000018 5.5000000000000009 56.831297550000009 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 6 -6 8 18 10 -10 11 12 -1 -12 15 24 17 -9 -8 -19 -7 22 -11 26 -13 -14 -16 -17 -21 -26
right_child=2 3 -4 -5 5 20 7 16 9 21 13 14 25 -15 23 27 -18 19 -20 28 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=72.057175487491662 23739.050814819628 -8149.6403310803144 376.31866070337242 -34347.035776811477 -11172.26441703618 13482.023613469752 -28948.198129370652 -35666.444948603043 -43916.528462122369 17905.752559878176 -10136.52010062382 922.64135639995914 -6437.8649953088761 -109472.65893158177 7918.6975372112429 176105.26765395032 -20564.705200603385 34714.162106542375 -155438.83836349961 -9831.3345498397866 74786.636127443722 8940.1840414364196 60876.777671229967 -5584.7683612072124 27166.556408436092 -30054.506285991825 32387.154653959333 62686.299755209744 59718.586404143054 90275.016405725182
leaf_weight=2276405 32698 125506 1137976 21915 23500 70680 31434 6035 5021 17533 119981 17097 107238 1400 80307 879 22902 18323 805 16849 3489 51186 10578 50237 16734 22416 20305 4191 2157 2387
leaf_count=2276405 32698 125506 1137976 21915 23500 70680 31434 6035 5021 17533 119981 17097 107238 1400 80307 879 22902 18323 805 16849 3489 51186 10578 50237 16734 22416 20305 4191 2157 2387
internal_value=0 -382.674 1028.86 -12044 190.357 9739.96 -130.998 -11391 264.584 14172.6 -166.621 352.673 -498.763 -11282.3 11014.9 26724 -1312.7 8854.94 -32106.6 16052.7 16365.9 17850.7 34075.5 6715.23 18937.2 -10521 12856.8 82350.1 -1938.08 35044.8
internal_weight=0 3.14749e+06 1.17067e+06 147421 3.00007e+06 97669 2.9024e+06 98505 2.8039e+06 84318 2.71958e+06 2.5982e+06 2.40606e+06 121381 192137 41288 66266 43364 32239 37329 74169 79297 28111 150849 36218 129654 100612 5070 19006 19121
internal_count=4318164 3147490 1170674 147421 3000069 97669 2902400 98505 2803895 84318 2719577 2598196 2406059 121381 192137 41288 66266 43364 32239 37329 74169 79297 28111 150849 36218 129654 100612 5070 19006 19121
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=3 2 2 5 1 0 1 3 3 1 0 0 0 5 5 0 1 1 4 5 3 1 6 5 0 0 0 0 0 6
split_gain=1.69705e+14 5.96678e+14 5.77443e+14 6.4925e+14 5.71881e+14 7.49702e+14 5.66359e+14 1.44591e+15 1.45585e+15 1.25882e+15 1.04026e+15 1.64168e+15 1.16227e+15 9.51898e+14 9.41218e+14 1.41415e+15 1.51018e+15 1.56762e+15 1.28068e+15 9.37093e+14 1.32913e+15 1.09765e+15 8.97113e+14 1.0558e+15 8.88624e+14 8.15194e+14 1.0879e+15 1.61177e+15 1.34305e+15 8.35684e+14
threshold=11.500000000000002 11.500000000000002 9.5000000000000018 41.505000000000003 38.984911950000004 44.580511600000001 37.971176850000006 10.500000000000002 8.5000000000000018 38.422276900000007 60.003414000000006 59.916647550000008 50.973130900000008 38.610000000000007 65.50500000000001 59.932719750000011 30.410108300000001 30.388336800000001 1.5000000000000002 56.005000000000003 7.5000000000000009 28.619594500000002 1.5000000000000002 76.730000000000018 59.982527000000012 56.367862600000002 54.864040150000001 55.619594000000006 44.732363600000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -4 7 8 13 25 11 12 -10 -1 15 16 17 -13 -17 -15 21 -21 23 -22 -9 26 28 29 -8 -28
right_child=2 -3 4 -5 -6 -7 9 24 10 -11 -12 14 -14 19 -16 18 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8680.4135485099177 1139.008003357136 -124655.48462721457 147331.74430119441 -4761.3883923388348 -1544.4857714887594 3749.5749871020039 24780.604701399672 38699.605722078872 7981.0425535498644 752.82030186389306 -33248.15378669239 70529.573516762102 -14552.034215848809 11260.204241813832 55136.213403446382 18256.233061399147 -5416.3995418026943 305141.53574496449 -57647.189915046867 33793.08791019339 -36178.683392206112 -10654.182020462184 53845.604847161754 54183.969808012713 -27485.866939583771 -31443.54588708574 236607.63322753907 14341.657936814299 -21198.618662559864 55272.321454127552
leaf_weight=70882 288350 381 364 527904 393270 382145 12537 12542 27406 2176048 17577 876 138948 105345 5616 5382 1309 422 3787 6013 3347 73125 6441 2107 2420 3611 260 25589 12879 11281
leaf_count=70882 288350 381 364 527904 393270 382145 12537 12542 27406 2176048 17577 876 138948 105345 5616 5382 1309 422 3787 6013 3347 73125 6441 2107 2420 3611 260 25589 12879 11281
internal_value=0 479.072 -820.343 -2677.01 1133.2 3886.21 496.563 -2607.44 -3584.57 1165.96 -10006.8 -7783.54 -10839.8 1253.19 21449.7 5384.57 70373.4 146806 -13093.6 4838.69 -2592.4 -7277.03 28574.6 -1269.61 27994.6 14755 17422.2 28333.8 1481.64 59357.5
internal_weight=0 2.72613e+06 1.59203e+06 816254 775779 382509 2.72575e+06 483545 468583 2.2422e+06 201323 183746 166354 267260 17392 11776 2607 1298 9169 196378 91033 79138 11895 5454 14962 66157 62546 37130 25416 11541
internal_count=4318164 2726131 1592033 816254 775779 382509 2725750 483545 468583 2242205 201323 183746 166354 267260 17392 11776 2607 1298 9169 196378 91033 79138 11895 5454 14962 66157 62546 37130 25416 11541
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=3 3 1 1 5 5 1 0 0 1 0 1 2 5 0 5 0 1 1 0 0 0 1 4 6 1 1 1 1 3
split_gain=1.64061e+14 4.2058e+14 5.10499e+14 5.03416e+14 4.98991e+14 4.19002e+14 4.1068e+14 8.42264e+14 1.1575e+15 7.22755e+14 5.30541e+14 6.73254e+14 4.08229e+14 3.67868e+14 3.34378e+14 3.21656e+14 4.28365e+14 3.37186e+14 4.54796e+14 3.33202e+14 3.14407e+14 3.11928e+14 3.11536e+14 3.09823e+14 3.20248e+14 6.14639e+14 5.60185e+14 1.01535e+15 2.20222e+15 6.72509e+14
threshold=23.500000000000004 21.500000000000004 30.323743050000001 61.396377350000009 109.05000000000001 75.015000000000015 37.597123000000003 55.86787755000001 55.87722990000001 37.457850350000008 56.819808050000006 37.39371280000001 18.500000000000004 63.145000000000003 55.860536450000005 102.01000000000001 55.010031850000011 82.933113850000026 82.902675200000019 55.055104550000003 59.990816400000007 45.022371150000005 30.102666750000001 -1.0000000180025095e-35 1.5000000000000002 39.021425200000003 82.957885500000017 82.966612450000014 82.964402850000013 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 20 7 12 9 13 11 -10 14 -9 -4 16 -5 18 19 -17 -3 -6 -7 -2 26 -26 -25 28 -28 -30
right_child=23 2 3 15 21 22 -8 8 10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=9.5980116761331278 9310.5726362945315 4268.269206107947 14825.02111898964 -8174.043825900063 -87634.784316934121 -109136.15184507979 -5171.7650033301979 -114930.8791312195 181466.61193554688 16759.534307723949 -7283.4279087355917 23184.107702608308 58190.784199467955 -269099.97022008285 98834.067630253005 -258216.51119791667 47075.62047092538 -73835.502185173551 237496.87888980261 46279.625471379208 51315.205069539137 63376.295164101728 77206.490193017104 -6569.5406559032781 7955.5465403758617 -7748.629981797566 33852.580351108219 2266.4126960936505 235868.15969827585 570510.76654647442
leaf_weight=3887566 22001 5059 12801 1844 148 94 48353 461 300 311 14638 2578 3108 233 492 48 5872 584 95 143 1975 1805 1970 191099 61168 42059 1709 9311 261 78
leaf_count=3887566 22001 5059 12801 1844 148 94 48353 461 300 311 14638 2578 3108 233 492 48 5872 584 95 143 1975 1805 1970 191099 61168 42059 1709 9311 261 78
internal_value=0 176.632 6486.46 4293.13 1968.07 29103 796.285 9059.65 -5554.64 -109922 433.535 39683.3 25563 -166691 17934.4 27372.6 33871.8 -30269.1 58691.6 -30243 17478.1 51932.5 68720 -2150.98 -2975.9 1557.01 -5287.09 16288.2 80036.9 312866
internal_weight=0 3.99048e+06 102912 93814 85228 9098 83275 34922 18521 1005 17516 2878 16401 694 13293 8586 7716 870 286 191 7034 1953 2064 327686 305685 103227 202458 11359 2048 339
internal_count=4318164 3990478 102912 93814 85228 9098 83275 34922 18521 1005 17516 2878 16401 694 13293 8586 7716 870 286 191 7034 1953 2064 327686 305685 103227 202458 11359 2048 339
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=5 3 5 1 3 1 1 1 1 0 1 0 0 1 0 5 4 5 3 5 1 0 6 0 0 1 0 6 1 2
split_gain=1.6394e+14 4.73069e+14 4.5776e+14 4.25542e+14 6.08095e+14 3.98828e+14 3.79247e+14 3.48759e+14 1.38897e+15 1.10131e+15 2.70616e+15 1.19637e+15 7.32691e+14 7.21539e+14 1.13328e+15 1.17846e+15 6.49503e+14 6.78451e+14 6.44734e+14 6.14275e+14 6.07337e+14 5.84904e+14 5.7192e+14 6.35536e+14 1.54987e+15 1.54188e+15 5.22383e+14 5.03484e+14 4.57829e+14 4.52146e+14
threshold=87.00500000000001 1.5000000000000002 82.00500000000001 38.058342000000003 9.5000000000000018 37.832345550000007 83.015546400000019 37.832345550000007 37.998366300000008 55.899899800000007 30.502469200000004 59.609407350000005 55.975961550000008 37.503486000000002 55.576287050000012 128.92000000000004 1.0000000180025095e-35 114.05000000000001 8.5000000000000018 225.45000000000002 37.642309100000013 55.708120100000009 1.5000000000000002 55.664473600000008 55.851332700000007 37.342273500000012 55.751981950000008 1.5000000000000002 37.889331900000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 -6 9 28 13 11 -11 27 18 -15 -16 -13 29 -3 -19 21 -17 23 -20 25 -25 -23 -12 -9 -18
right_child=1 7 3 4 6 -7 -8 8 -10 10 12 16 -14 14 15 20 17 19 22 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.3704570906917066 -68145.037484382192 33103.857136280065 915.42936567363074 27381.015314621265 3026.9812450070986 -39386.483376520024 40440.399275341602 -23271.591028634233 -2787.9503905107163 -189744.15662980865 -105507.15544626927 -249895.15856218437 -96750.955635569524 -520.2227927782136 69334.963809039793 110786.81541193182 -29743.99429858019 38349.783786546395 -56306.669842656527 -158054.85950201305 5067.9118849734041 -914164.87250000006 8434.0720696498811 -75688.419385540677 -147496.22820663062 176701.90433576339 -325243.61543288938 6529.8205994288546 -81194.013031508861 5296.4608981585752
leaf_weight=3947004 1088 6328 25162 17926 40816 2721 2902 2587 204712 316 543 99 3756 4805 6872 22 4568 6908 3454 163 94 20 10377 378 390 673 61 1535 2888 18996
leaf_count=3947004 1088 6328 25162 17926 40816 2721 2902 2587 204712 316 543 99 3756 4805 6872 22 4568 6908 3454 163 94 20 10377 378 390 673 61 1535 2888 18996
internal_value=0 -2332.68 162.753 7233.6 11870.4 -3017.49 5510.48 -2077.45 -4117.38 4016.62 -7902.18 3838.96 -70391.4 17149.6 36951.4 62421.9 5829.33 6655.73 6264.12 33822.3 -178728 -346465 -4857.01 -33033 22752.7 85927.8 -470656 -22746.4 -53825 -1496.31
internal_weight=0 281633 4.03653e+06 89527 61644 27883 43718 280545 210187 70358 36884 31050 5834 33474 11874 7069 30734 30635 21600 7071 197 103 15272 4895 1441 1051 81 2078 5475 23564
internal_count=4318164 281633 4036531 89527 61644 27883 43718 280545 210187 70358 36884 31050 5834 33474 11874 7069 30734 30635 21600 7071 197 103 15272 4895 1441 1051 81 2078 5475 23564
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=5 4 1 3 1 4 1 1 0 1 0 0 0 1 1 0 3 5 3 5 3 1 6 1 3 5 5 0 6 1
split_gain=1.61552e+14 3.07303e+14 3.98022e+14 2.11464e+14 2.10516e+14 1.89535e+14 6.43376e+14 1.09105e+15 1.03422e+15 1.34473e+15 2.39631e+15 2.4869e+15 2.14531e+15 1.21571e+15 1.26802e+15 1.16081e+15 8.9806e+14 8.12325e+14 1.43878e+15 9.59903e+14 7.90881e+14 7.9506e+14 7.75048e+14 7.54077e+14 7.02362e+14 7.78207e+14 8.6424e+14 6.90961e+14 6.85489e+14 6.71552e+14
threshold=21.015000000000004 2.5000000000000004 39.925119750000007 16.500000000000004 30.425002000000003 1.5000000000000002 30.451272450000005 37.516458750000005 55.68356880000001 37.66934650000001 55.795550600000006 55.762622900000004 55.745923000000012 37.597123000000003 37.642309100000013 55.708120100000009 17.500000000000004 42.605000000000011 9.5000000000000018 64.405000000000015 16.500000000000004 37.615058950000012 1.5000000000000002 37.559851850000008 10.500000000000002 89.00500000000001 43.005000000000003 56.009576300000013 1.5000000000000002 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 17 27 -9 10 11 12 15 22 16 -10 20 28 -19 -20 21 -15 -14 -17 25 26 -11 -8 -2 -13
right_child=5 2 -4 -5 -6 -7 7 8 9 24 -12 29 13 14 -16 23 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-33171.40063063147 -4158.477714226734 71001.238415840227 -2063.1244728640063 226797.49388923269 -4842.2618942843937 -504.86427085004692 -3390.8275273718559 -626.84595076596963 38804.626641480107 5365.6503959660768 4102.1830837866573 95495.542336150771 -39497.598274467186 309750.36404903018 328262.17752672703 10609.052517936529 11296.658423187844 53493.810264060019 13336.612165935585 -62971.850172367929 -205261.91976799245 -66377.136124277706 180825.00069699358 187644.32316324164 -1133.8441685444336 -110890.08404344128 25365.570705592676 -17811.689748995203 10532.791397972807 184179.33617661992
leaf_weight=2739 62702 634 1134 101 62000 2417987 116100 1051747 1983 218843 21089 2237 239 58 95 297 1815 9600 21408 1786 429 1810 481 1267 182765 558 23973 46546 64360 1381
leaf_count=2739 62702 634 1134 101 62000 2417987 116100 1051747 1983 218843 21089 2237 239 58 95 297 1815 9600 21408 1786 429 1810 481 1267 182765 558 23973 46546 64360 1381
internal_value=0 -4886.72 35089.2 92410 -6040.82 76.559 843.301 264.395 1102.04 5060.84 24451.4 59941.4 30308.8 -12382.6 -32932.3 89609.8 -41277 6904.52 20936.2 7460.66 -82818.7 -54698.7 107690 154026 3551 7069.15 7340.22 -7517.79 3283.01 129346
internal_weight=0 66608 1869 735 64739 4.25156e+06 1.83357e+06 1.67371e+06 1.51107e+06 459320 33181 12092 8474 4927 4207 3547 4112 159856 32794 23194 2297 1868 720 1564 426139 243374 242816 162646 127062 3618
internal_count=4318164 66608 1869 735 64739 4251556 1833569 1673713 1511067 459320 33181 12092 8474 4927 4207 3547 4112 159856 32794 23194 2297 1868 720 1564 426139 243374 242816 162646 127062 3618
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 0 3 1 3 0 0 0 6 1 0 1 6 6 0 5 3 3 0 5 3 5 0 0 1
split_gain=1.89758e+14 9.42099e+14 1.65867e+15 1.47376e+15 1.49416e+15 1.48939e+15 1.04609e+15 1.43522e+15 1.63914e+15 1.16349e+15 9.76078e+14 7.66502e+14 7.5511e+14 7.19428e+14 7.03514e+14 6.82368e+14 6.53706e+14 7.38668e+14 6.3281e+14 6.62435e+14 7.88969e+14 5.95553e+14 5.80925e+14 6.92639e+14 5.65837e+14 5.5749e+14 5.56909e+14 5.7216e+14 6.87168e+14 5.5041e+14
threshold=30.278357500000002 59.939091550000008 59.863160500000006 59.982527000000012 30.226173900000003 60.693675950000006 59.950068600000009 9.5000000000000018 30.243224600000001 9.5000000000000018 60.063729500000008 59.963407450000012 59.916647550000008 1.5000000000000002 30.160599000000001 59.846652800000008 30.102666750000001 1.5000000000000002 1.5000000000000002 59.853570100000006 72.010000000000005 15.500000000000002 5.5000000000000009 59.896318000000008 52.020000000000003 17.500000000000004 114.05000000000001 60.042666650000008 60.063729500000008 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 5 26 9 8 -8 -3 24 -9 22 -14 15 21 -17 -18 -16 -20 -21 -1 -4 -24 -6 -11 -5 -28 -29 -2
right_child=29 3 12 4 10 -7 7 11 -10 25 -12 -13 13 -15 18 16 17 -19 19 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-767.0357060090796 7561.1324157918734 -48752.039199847684 -24677.650835189019 21898.900368943923 414.437457775224 -64347.263524528818 -69123.29467115867 3754.1860034686306 166144.54799815695 69621.67454285163 -93296.581364774713 159513.67995437328 -62953.299552576143 19955.894685199539 -72700.693548413066 -21476.573939419854 16578.250165024358 84516.8149055252 -386.06711997926095 -27889.668966058947 -139683.15205938855 -39680.835531411984 -65921.032444537603 -167935.31102322487 -27199.224876436259 -13190.503321631068 187166.77865123059 -221898.43200301207 301237.49913194444 -49.618890647949698
leaf_weight=45060 97298 2135 2850 22866 17086 2068 349 2437 1955 2589 1536 363 1654 2850 2214 2253 4559 2466 9577 3657 763 4309 4713 775 13118 1185 386 83 36 4064974
leaf_count=45060 97298 2135 2850 22866 17086 2068 349 2437 1955 2589 1536 363 1654 2850 2214 2253 4559 2466 9577 3657 763 4309 4713 775 13118 1185 386 83 36 4064974
internal_value=0 -3425.34 -10280.3 5390.61 -1061.2 16995.3 38888.1 72049.6 130507 10244.4 -15533.1 23947.3 -43483.7 -10490.8 -4584.18 512.637 25394.7 40426.9 -23023.1 -15165.3 -47188 -4163.49 -61305.7 -80327.2 -11578.5 43619.4 24193 128066 -63638.8 128.291
internal_weight=0 155892 87700 68192 57179 25439 11013 5104 2304 5909 31740 2800 12842 4504 74858 58647 9278 7025 16211 13997 4420 49369 8338 5488 30204 3774 23371 505 119 4.16227e+06
internal_count=4318164 155892 87700 68192 57179 25439 11013 5104 2304 5909 31740 2800 12842 4504 74858 58647 9278 7025 16211 13997 4420 49369 8338 5488 30204 3774 23371 505 119 4162272
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 1 0 3 5 1 0 0 0 0 0 5 0 3 2 1 0 1 3 1 1 3 5 6 1
split_gain=1.58135e+14 7.33439e+14 1.1053e+15 1.08737e+15 1.18857e+15 1.17216e+15 1.0075e+15 1.16681e+15 8.68757e+14 7.0684e+14 5.95299e+14 1.28784e+15 1.54354e+15 1.69334e+15 1.50021e+15 9.63317e+14 8.81888e+14 8.24516e+14 7.7576e+14 1.09819e+15 6.79365e+14 6.7588e+14 7.90489e+14 8.09243e+14 6.24038e+14 1.29333e+15 1.32959e+15 5.96561e+14 5.89317e+14 5.74663e+14
threshold=30.305955500000003 59.939091550000008 59.863160500000006 59.990816400000007 17.500000000000004 30.226173900000003 30.226173900000003 60.693675950000006 10.500000000000002 67.990000000000023 30.346469350000003 59.896318000000008 59.950068600000009 59.939091550000008 59.846652800000008 59.882016200000002 47.005000000000003 60.063729500000008 26.500000000000004 7.5000000000000009 30.323743050000001 59.863160500000006 30.332994000000003 9.5000000000000018 30.315880100000005 30.323743050000001 7.5000000000000009 123.15000000000002 1.5000000000000002 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 29 -8 -10 11 14 13 24 28 16 -16 18 19 27 -15 -18 -23 -24 -13 26 -26 -14 -2 -5
right_child=10 3 -4 6 5 -7 8 -9 9 -11 -12 12 17 20 15 -17 21 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-4030.2433057463954 -16830.616472159731 34800.072802474308 -32915.814300108788 40864.300924423696 4845.8565625682859 -151374.12495770233 -49252.523691406503 -57912.537063749158 1084.3128338033152 -36598.032966132487 -44.656999661103214 -13413.567762498389 9911.4179510294998 -85888.074980920821 33850.51005926435 16337.007468528021 84268.274674732456 -19632.570616033841 -69651.960815639381 61043.501827719636 37626.456569712587 140052.04972662189 116014.43536979168 545249.57087264152 -8428.3314517560611 -13136.562888181797 137743.72915016414 117101.44851078748 28495.841992212416 7463.9170876356966
leaf_weight=77596 5835 16251 15974 8545 1591 688 5504 2068 25660 6176 4064974 20373 14144 3883 2330 3415 2707 4746 815 7422 503 987 75 106 1059 4077 1509 539 5642 12970
leaf_count=77596 5835 16251 15974 8545 1591 688 5504 2068 25660 6176 4064974 20373 14144 3883 2330 3415 2707 4746 815 7422 503 987 75 106 1059 4077 1509 539 5642 12970
internal_value=0 -2961.98 -8961.5 4103.53 25315.7 -42314.9 -2348.25 13833.2 -12568.1 -6225.84 123.636 8657.17 1082.57 -14089.9 29865.5 58992.3 82468.1 18305 26160.7 29693.3 -71723 111701 175282 367390 -4733.98 21876.9 77464.8 13846.3 5451.5 20729.4
internal_weight=0 173023 93570 79453 18530 2279 60923 23583 37340 31836 4.14514e+06 80167 59070 31404 21097 9620 6205 27666 22920 22105 4386 3875 1168 181 27018 6645 2568 14683 11477 21515
internal_count=4318164 173023 93570 79453 18530 2279 60923 23583 37340 31836 4145141 80167 59070 31404 21097 9620 6205 27666 22920 22105 4386 3875 1168 181 27018 6645 2568 14683 11477 21515
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=4 5 0 1 0 1 0 1 1 1 0 0 5 3 1 5 0 0 1 1 3 5 0 1 0 4 3 0 5 0
split_gain=1.56204e+14 4.77467e+14 2.23207e+14 4.60361e+14 2.00476e+14 1.88781e+14 2.21152e+14 2.66009e+14 5.63199e+14 2.37901e+14 2.18957e+14 2.13102e+14 2.23507e+14 2.43681e+14 2.04364e+14 2.53104e+14 2.226e+14 3.34389e+14 1.9348e+14 1.8857e+14 1.65011e+14 1.58888e+14 1.56545e+14 2.88625e+14 2.40937e+14 1.5804e+14 1.55977e+14 1.89479e+14 1.54489e+14 4.99875e+14
threshold=4.5000000000000009 225.45000000000002 45.029420750000007 82.91993380000001 53.340367100000002 39.899261850000009 43.465905150000005 82.871296800000025 82.966612450000014 61.365473900000005 59.950068600000009 57.147575200000006 150.04500000000004 7.5000000000000009 55.912026600000011 142.05000000000004 56.863241500000008 56.819808050000006 59.76223980000001 38.058342000000003 6.5000000000000009 86.02500000000002 55.061033200000004 37.944765900000007 55.141517900000004 5.5000000000000009 21.500000000000004 54.484631300000011 30.025000000000002 54.940316550000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 5 19 22 -5 10 -7 9 -9 14 -2 -11 -13 -14 21 -16 17 -17 -18 -3 -6 -8 26 25 -25 -24 27 -4 29 -1
right_child=1 2 3 4 20 6 7 8 -10 11 -12 12 13 -15 15 16 18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-7670.6038919535122 3667.2540373285565 209792.51041666666 78365.494411954016 277418.489 -88304.049439102571 39689.122280327101 7161.9985850458561 56146.908543956051 -43760.969451480953 -127234.5971688063 -57499.138844213907 -68603.605412946432 418614.15190217394 -46909.990127840916 -35373.03702338921 18360.572279499658 83266.23920036765 233159.0333597819 -243101.99662459936 -88047.870400180618 21254.672890960301 -64415.509076503426 -200256.24993872549 -210519.42210937501 150567.28614808383 71224.707432432435 333894.3261067709 259468.6089207849 201.10257124677514 802.24779972698479
leaf_weight=106350 5106 24 176 25 195 455 368 910 1485 583 661 126 23 22 728 183 34 120 39 186 466 1972 51 20 243 37 48 86 3995769 201673
leaf_count=106350 5106 24 176 25 195 455 368 910 1485 583 661 126 23 22 728 183 34 120 39 186 466 1972 51 20 243 37 48 86 3995769 201673
internal_value=0 -10407.9 41883.3 56833 -552.697 -16761.2 -27740.2 -32393.6 -5800.15 -47565.5 -3343.49 -98442.6 -280.401 191025 -36426.9 -962.344 65662.6 103429 -91094.9 -54009 -11066 -53158.9 116389 70654.4 123108 -86110.8 168173 137812 34.756 -2123.14
internal_weight=0 14372 1557 1347 686 12815 7048 6593 2395 4198 5767 754 171 45 3444 1104 376 303 73 210 661 2340 661 351 263 88 310 262 4.30379e+06 308023
internal_count=4318164 14372 1557 1347 686 12815 7048 6593 2395 4198 5767 754 171 45 3444 1104 376 303 73 210 661 2340 661 351 263 88 310 262 4303792 308023
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 6 0 1 3 3 0 1 0 0 0 6 0 0 0 5 6 0 5 1 0 0 0 0 5
split_gain=1.49345e+14 1.44227e+15 1.38229e+15 1.06473e+15 1.16428e+15 1.34611e+15 1.24806e+15 1.16799e+15 1.15545e+15 1.14423e+15 1.49566e+15 1.62086e+15 1.34488e+15 1.26305e+15 1.18273e+15 1.10062e+15 1.08184e+15 8.46321e+14 8.44676e+14 8.77912e+14 8.05464e+14 7.17214e+14 7.15634e+14 7.07487e+14 6.95334e+14 1.39644e+15 2.98888e+15 2.56198e+15 4.88396e+15 4.69233e+15
threshold=37.503486000000002 37.582182450000005 55.299834250000011 56.197733450000008 55.899899800000007 55.806974650000008 1.5000000000000002 55.518428350000008 37.533784800000006 26.500000000000004 22.500000000000004 55.591389050000011 37.542000650000013 55.784980300000008 55.777112100000004 55.551692500000009 1.5000000000000002 55.535913550000011 55.657530000000008 55.784980300000008 65.50500000000001 1.5000000000000002 55.755036050000008 101.05000000000001 37.39371280000001 55.86787755000001 55.899899800000007 55.645049100000001 55.619594000000006 70.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 4 5 7 -7 -4 -6 10 11 15 13 14 20 17 -16 -9 -14 23 -13 -17 -12 -20 -1 27 -27 28 -26 -29
right_child=1 -3 3 -5 8 6 -8 9 -10 -11 22 12 18 -15 16 21 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-59.65236546573945 -48695.543956076304 -37.530721506602561 1744.8694178577241 -24359.856822730177 34462.529728485169 19313.319965379862 -32225.862145764462 130819.0321117242 145273.1479811428 -11897.598799232757 50049.425673790422 -11931.300611826799 -26850.655681319677 97314.796811268185 -170353.10832448423 196806.58038342698 15528.011996852762 25854.30482263022 83691.225098100549 1778.644507640277 67893.46914399747 78670.345463423859 157060.52599941098 -411430.4377155173 -4301.5053226774444 -72692.756798228598 1919.9259590785027 423.60912414818716 -92472.260310199723 94852.589999878226
leaf_weight=650275 3434 3481433 15021 5998 2958 9387 9407 1006 1380 4480 1036 7683 1211 1186 824 1064 505 3249 5974 1806 1513 994 1575 29 38776 9704 12018 30376 7497 6365
leaf_count=650275 3434 3481433 15021 5998 2958 9387 9407 1006 1380 4480 1036 7683 1211 1186 824 1064 505 3249 5974 1806 1513 994 1575 29 38776 9704 12018 30376 7497 6365
internal_value=0 270.71 13402.4 16126.3 19485.6 16279 -6483.69 24981.9 69713.5 35207.3 42323.5 35345.4 21835.7 -517.405 -11541.5 79709.3 -99721.1 50670.9 50857.6 62908.5 1202.11 139748 114600 81299.3 -1277.57 -8839.29 -31412.2 -2932.7 -18586.6 16782.5
internal_weight=0 3.56315e+06 81720 78286 72288 67950 18794 49156 4338 34135 29655 27044 20731 11711 10525 6313 1329 4255 9020 7809 9196 2058 2611 6003 755011 104736 21722 83014 46273 36741
internal_count=4318164 3563153 81720 78286 72288 67950 18794 49156 4338 34135 29655 27044 20731 11711 10525 6313 1329 4255 9020 7809 9196 2058 2611 6003 755011 104736 21722 83014 46273 36741
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=1 1 3 6 3 1 3 1 0 0 0 1 0 0 0 3 1 0 0 0 1 0 0 0 0 0 0 3 0 0
split_gain=1.48533e+14 2.05769e+15 1.55009e+15 1.28782e+15 1.13039e+15 1.30845e+15 1.05912e+15 1.64158e+15 1.74101e+15 1.81192e+15 2.18976e+15 1.67595e+15 1.92867e+15 2.12861e+15 2.05023e+15 1.53497e+15 1.42587e+15 1.58318e+15 2.14841e+15 1.15382e+15 1.14004e+15 1.28838e+15 2.87996e+15 3.50293e+15 1.72107e+15 1.07008e+15 2.13606e+15 1.0303e+15 1.03009e+15 1.89562e+15
threshold=38.058342000000003 38.422276900000007 26.500000000000004 1.5000000000000002 12.500000000000002 37.944765900000007 17.500000000000004 37.582182450000005 55.946414150000003 55.993277250000013 56.009576300000013 37.615058950000012 55.591389050000011 55.601678500000013 55.416472000000006 16.500000000000004 37.475443250000005 55.576287050000012 55.751981950000008 55.708120100000009 37.712318250000003 55.751981950000008 55.755036050000008 55.86787755000001 55.708120100000009 55.795550600000006 55.591389050000011 13.500000000000002 59.863160500000006 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 27 7 16 11 -10 -11 15 14 -14 -13 25 28 -18 -19 -17 21 24 -23 -24 -15 26 -9 -6 -1 -30
right_child=1 -3 -4 4 5 -7 -8 8 9 10 -12 12 13 20 -16 19 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-14315.462790911195 17220.023644220561 -14.847961237125279 444534.26055147062 -1608.9808679953169 44773.824920123712 -18823.046568004491 -31.091147051788717 -39502.527824864977 -114308.17766495552 342548.75662363449 -33106.54121800547 188.92497896875534 154645.79785455641 39085.329111892992 -78806.969206693888 -55623.338323549578 49408.64687276027 -141412.86505117893 19687.969517412916 -290312.00887487573 -17338.910151923512 -69332.298534060144 123068.68251738649 -20882.390528529984 240163.12793580221 -95863.804686260351 224522.8105192885 6941.9878984333081 36259.983228818302 -6420.4442958636073
leaf_weight=89201 66419 3045404 85 462104 7388 19548 204311 2280 3717 189 867 5615 844 1919 7919 359 9326 1145 2988 503 27480 3586 2971 3922 547 2447 354 280809 13085 50832
leaf_count=89201 66419 3045404 85 462104 7388 19548 204311 2280 3717 189 867 5615 844 1919 7919 359 9326 1145 2988 503 27480 3586 2971 3922 547 2447 354 280809 13085 50832
internal_value=0 365.147 17766.2 -942.009 1518.08 6213.61 -5281.76 -9903.85 -23313.6 -81467.7 34127.2 -18744.3 -13274.4 -2531.38 -46033.1 -69183.8 -4629.46 26576.6 -24943.2 -192570 -5812.95 18654.7 3350.58 41163 83687.7 -48251 -4018.48 7911.82 -7372.46 2317.03
internal_weight=0 3.11191e+06 66504 1.20626e+06 769849 307745 436407 232096 65519 4773 1056 60746 54803 41269 13534 5943 166577 13459 4133 862 40425 12945 10479 6893 2466 5081 2634 288197 153118 63917
internal_count=4318164 3111908 66504 1206256 769849 307745 436407 232096 65519 4773 1056 60746 54803 41269 13534 5943 166577 13459 4133 862 40425 12945 10479 6893 2466 5081 2634 288197 153118 63917
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=3 1 5 0 0 1 0 5 1 3 5 2 1 1 1 3 0 3 0 0 1 0 0 3 0 1 0 1 1 5
split_gain=1.5248e+14 4.85557e+14 4.06346e+14 3.98601e+14 3.4362e+14 2.80459e+14 4.71369e+14 4.23909e+14 2.40038e+14 2.30551e+14 1.99012e+14 1.89826e+14 1.87649e+14 2.00318e+14 1.86609e+14 4.73547e+14 4.05534e+14 1.59774e+14 3.14589e+14 5.12688e+14 4.4766e+14 6.1111e+14 4.7221e+14 3.58879e+14 3.6567e+14 6.65776e+14 2.96978e+14 3.54398e+14 2.32729e+14 2.29465e+14
threshold=32.500000000000007 37.559851850000008 50.410000000000004 55.535913550000011 55.664473600000008 37.542000650000013 55.56564190000001 71.715000000000018 37.597123000000003 33.500000000000007 65.50500000000001 29.500000000000004 37.855187800000003 37.777459000000007 37.752451500000006 35.500000000000007 55.826364100000013 29.500000000000004 56.831297550000009 55.801980100000009 43.574807850000006 56.802385350000009 55.899899800000007 30.500000000000004 55.719391050000006 37.777459000000007 56.819808050000006 60.628582700000003 60.58031445000001 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 8 10 -4 11 -7 -8 -3 12 -2 -5 13 -6 15 -10 -17 -1 19 23 22 -22 -21 24 25 -19 27 -23 -28 -25
right_child=1 2 4 5 9 6 7 -9 14 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 21 26 -24 29 -26 -27 28 -29 -30 -31
leaf_value=5.2762510603373718 93308.927826076615 -129905.92971295296 68622.989426792701 -6307.6938171612637 -56727.619854863493 124732.30541400598 31365.131195017068 -245559.98654327393 10044.572969563802 -16204.11706217237 355023.62753472221 40218.890885841261 -23752.321398266537 -117838.45192772623 -13498.795610525527 88290.208533653858 416734.18357843137 131937.91609604729 -30715.304028167437 70318.198166606744 -46379.000043063337 8724.9859835005082 381404.9687763672 -21609.429431375072 -33846.884358536568 7630.6209063102406 -26919.1820221657 172682.53004225742 237775.77285958908 38226.713152634366
leaf_weight=4285890 82 141 280 5741 2112 488 238 72 1767 1904 45 1035 1111 719 2941 143 51 703 1597 2024 955 708 50 4549 608 1113 43 162 146 746
leaf_count=4285890 82 141 280 5741 2112 488 238 72 1767 1904 45 1035 1111 719 2941 143 51 703 1597 2024 955 708 50 4549 608 1113 43 162 146 746
internal_value=0 -8969.54 -22289.4 10348.7 -39595.4 7402.7 63476.1 -32953 -1266.9 -44778.7 186042 799.009 -58580.3 -72248.2 2433.24 26327.2 174634 39.3681 10940.1 16574.4 45208.4 11627.4 77817.9 1409.79 33278.2 55751.8 63937.3 39255 177554 -13179.3
internal_weight=0 18870 11169 7701 6126 7574 798 310 5043 5846 127 6776 3942 2831 4902 1961 194 4.29929e+06 13404 11807 4088 2014 2074 7719 2424 1816 1059 870 189 5295
internal_count=4318164 18870 11169 7701 6126 7574 798 310 5043 5846 127 6776 3942 2831 4902 1961 194 4299294 13404 11807 4088 2014 2074 7719 2424 1816 1059 870 189 5295
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 5 5 5 3 3 5 1 0 0 1 3 0 0 1 0 0 1 1 5 1 2 6 5 5 1
split_gain=1.47161e+14 2.53504e+15 1.10962e+15 1.51028e+15 1.56104e+15 1.29776e+15 1.32091e+15 2.13855e+15 1.05517e+15 1.94736e+15 1.12328e+15 8.57818e+14 1.00129e+15 1.09723e+15 1.49619e+15 1.13284e+15 8.26302e+14 1.54248e+15 1.14734e+15 8.2487e+14 2.25198e+15 7.35103e+14 2.03867e+15 1.36695e+15 8.39302e+14 7.22109e+14 6.11218e+14 1.87628e+15 1.26516e+15 1.42763e+15
threshold=65.480823400000006 61.463701450000009 82.940215400000014 54.940316550000006 82.902675200000019 67.990000000000023 132.05000000000004 142.05000000000004 6.5000000000000009 18.500000000000004 137.05000000000004 65.58467570000002 60.693675950000006 55.173809400000003 65.659480050000013 10.500000000000002 54.99493995000001 55.046835900000012 82.91993380000001 55.099723300000008 55.110554300000004 82.964402850000013 82.967723800000016 107.05000000000001 82.966612450000014 16.500000000000004 1.5000000000000002 100.05000000000001 137.05000000000004 82.837870700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 11 -6 16 8 10 -10 -8 -5 13 15 -15 26 -7 -18 19 -19 -21 -4 23 -23 -25 -9 27 -13 -28 -30
right_child=2 -3 21 4 5 6 7 25 9 -11 -12 12 -14 14 -16 -17 17 18 -20 20 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-69.05431942120218 -18486.791478954605 -28238.800217683369 -7098.5684434489585 12635.594540711361 12160.500638963238 -1699.8651012362054 -52626.976235288152 151040.94802778764 176409.89507529439 -128630.72354910715 -274482.91934416577 29654.246386037816 45412.626588066982 -5626.0129318233385 -49822.21532678674 -10986.97780912368 87657.885148283269 47554.053962397251 -12488.581153625411 503638.04449013155 28723.022506745328 22943.089027966071 -674.36188228131664 311115.93433638307 -41224.172364354396 -139863.92152822067 11062.154035878624 281132.28696745401 -212492.20949702256 97742.583546090013
leaf_weight=3098703 23165 32279 155950 65427 64675 2734 462 660 345 532 451 3917 4439 32084 10062 33963 8427 3836 3905 152 291 31701 688033 263 91 98 50478 321 511 209
leaf_count=3098703 23165 32279 155950 65427 64675 2734 462 660 345 532 451 3917 4439 32084 10062 33963 8427 3836 3905 152 291 31701 688033 263 91 98 50478 321 511 209
internal_value=0 -359.472 948.043 6077.94 8053.92 19284.2 40328.5 -27352.9 -86969.6 -8631.85 -162218 3227.07 -1299.72 -2876.03 -16177.5 3394.76 49243 57627.7 26705.9 62474.6 191674 -873.951 474.119 25125.3 220543 113431 12205.8 48702 9184.74 -122438
internal_weight=0 3.13098e+06 1.18718e+06 311144 287979 86568 21893 2548 1790 877 913 201411 135984 131545 42146 89399 19345 16611 8184 4279 443 876038 720088 32055 354 758 55436 4238 51198 720
internal_count=4318164 3130982 1187182 311144 287979 86568 21893 2548 1790 877 913 201411 135984 131545 42146 89399 19345 16611 8184 4279 443 876038 720088 32055 354 758 55436 4238 51198 720
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 1 1 2 1 3 3 2 1 5 3 1 0 5 1 1 4 1 1 1 3 0 1 5 0 6
split_gain=1.57097e+14 6.22952e+14 7.32794e+14 6.61736e+14 6.00986e+14 5.44941e+14 7.87953e+14 5.20627e+14 7.14399e+14 5.47245e+14 2.62482e+15 1.80189e+15 1.13758e+15 6.53733e+14 6.20981e+14 5.82593e+14 5.76431e+14 5.46321e+14 6.21239e+14 6.71116e+14 5.61437e+14 5.19162e+14 8.18555e+14 2.13483e+15 1.055e+15 8.14325e+14 1.29715e+15 1.18804e+15 9.39128e+14 7.75973e+14
threshold=63.005000000000003 54.990000000000002 36.546174950000008 50.005000000000003 5.5000000000000009 37.39371280000001 37.503486000000002 1.5000000000000002 37.098288800000006 6.5000000000000009 8.5000000000000018 4.5000000000000009 49.111504200000006 107.05000000000001 3.5000000000000004 20.507360500000004 53.973051950000006 128.92000000000004 39.003296000000006 39.080602550000002 1.0000000180025095e-35 83.015546400000019 82.945329900000004 82.902675200000019 11.500000000000002 54.959412650000012 82.991167100000027 87.395000000000024 55.030402950000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -4 -7 8 -2 11 12 14 -11 -13 -9 -16 -15 21 -19 -20 -21 22 23 -12 29 27 28 -24 -27 -25
right_child=7 2 5 -5 -6 6 -8 9 -10 10 17 13 -14 16 15 -17 -18 18 19 20 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=210.2057846245674 -30139.761163552903 12681.379742613126 19370.916271339313 -4903.8068177957693 -11380.232514910786 -17812.89031148755 4328.8173179599717 -13864.562534151282 -4703.5820116923769 18987.179659857495 -1348.7864824026265 -19559.321582508437 64886.778690943647 -103916.46536511493 67071.318951031877 2771.7575480979594 -34840.277229239138 44414.561934539961 -100336.61120446066 177839.67430488783 6857.1364126072604 10327.17019600027 -17546.526077891085 142579.91891316211 15558.045351546833 44530.876869389511 -13132.638472904766 -90214.763286550427 -964.7936008928117 48013.839302432731
leaf_weight=2353354 12490 12845 23007 283505 54101 16571 534055 25296 95225 23978 567909 30472 6969 1772 1430 96524 3796 5570 582 195 12663 39367 30027 1013 16906 7993 41573 2432 10494 6050
leaf_count=2353354 12490 12845 23007 283505 54101 16571 534055 25296 95225 23978 567909 30472 6969 1772 1430 96524 3796 5570 582 195 12663 39367 30027 1013 16906 7993 41573 2432 10494 6050
internal_value=0 339.888 3137.05 -339.633 -6763.51 4292.49 3662.47 -1070.37 -7653.01 -310.411 788.467 -5648 29323.4 -25316.5 103.328 3710.45 -56823.6 -400.414 16333.7 4696.04 9450.2 -839.944 -1482.28 -114.967 29118.5 -10229.5 -3332.54 -22991.2 18705.6 61576.8
internal_weight=0 3.27744e+06 640579 2.63686e+06 66946 573633 550626 1.04073e+06 107715 933011 773721 159290 30947 36040 123250 97954 5568 742774 19010 13440 12858 723764 684397 591878 23969 92519 60060 32459 18487 7063
internal_count=4318164 3277438 640579 2636859 66946 573633 550626 1040726 107715 933011 773721 159290 30947 36040 123250 97954 5568 742774 19010 13440 12858 723764 684397 591878 23969 92519 60060 32459 18487 7063
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 6 6 1 1 5 1 0 1 1 5 1 1 1 5 1 5 0 0 0 0 1 1 0 1 0
split_gain=1.50959e+14 3.11045e+14 4.15539e+14 4.12459e+14 8.16108e+14 4.5363e+14 4.11963e+14 3.93677e+14 3.86228e+14 4.50558e+14 3.75026e+14 4.93119e+14 3.73777e+14 5.94186e+14 3.80414e+14 3.7137e+14 3.36525e+14 1.19534e+15 3.31806e+14 4.26149e+14 3.06397e+14 3.02671e+14 5.27012e+14 3.01493e+14 2.88645e+14 3.63331e+14 3.14105e+14 2.88141e+14 2.8332e+14 5.48878e+14
threshold=23.500000000000004 21.500000000000004 30.323743050000001 55.751981950000008 47.425481600000005 1.5000000000000002 1.5000000000000002 30.388336800000001 38.959914000000005 70.50500000000001 48.712293450000011 55.851332700000007 37.944765900000007 37.889331900000009 46.810000000000009 37.620907050000007 39.787929450000007 37.855187800000003 91.050000000000011 30.102666750000001 225.45000000000002 59.932719750000011 59.863160500000006 55.046835900000012 55.812836050000008 37.457850350000008 30.410108300000001 43.465905150000005 37.559851850000008 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 8 10 12 -7 9 -4 11 -5 13 14 -6 28 17 -13 21 -20 -10 22 -3 -8 25 -9 -26 -2 -16 -30
right_child=27 2 3 5 6 7 23 24 20 -11 -12 16 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=25.786514920076907 171158.67112935585 20420.490069418982 -4597.8066955195454 -45300.213171733332 7754.6496161013238 -34750.680480537289 31208.77666211938 136118.13631810897 -13506.549816295645 69421.31282182796 9391.8766266904404 -7296.5507518097775 14436.564253464907 133870.28010697471 57651.941737321293 -1748.2602186013723 -57742.536659977472 331371.5122247024 -192992.7783203125 105564.66424445508 317582.1171875 41620.786139953416 -62380.326023436188 -2234.3342021427611 135394.41223018686 29643.136610753761 7123.7992922086232 -2114.0671144204643 18348.427160812902 289023.67873991939
leaf_weight=3887566 96 3675 2139 5045 2989 1774 3686 390 15948 1336 6511 13995 8278 677 4258 1048 1311 105 51 764 28 3636 972 10033 194 1798 11971 327590 145 155
leaf_count=3887566 96 3675 2139 5045 2989 1774 3686 390 15948 1336 6511 13995 8278 677 4258 1048 1311 105 51 764 28 3636 972 10033 194 1798 11971 327590 145 155
internal_value=0 169.432 5595.74 3616.9 9728.79 -3576.57 19733.4 9690.72 -6354.33 23859.6 -11510.8 -18163.9 29881.7 43671 36566.3 51928.1 -9280.49 -4774.55 26000.6 86881.9 -12926.3 20010.2 3101.27 6751.11 15183.6 48621.8 9169.38 -2063.3 64269.7 158197
internal_weight=0 3.99048e+06 102912 93814 50720 43094 31269 16127 19451 3475 26967 20456 17550 9272 8595 5606 15411 14100 9098 815 15976 8283 4647 13719 14353 2188 12165 327686 4558 300
internal_count=4318164 3990478 102912 93814 50720 43094 31269 16127 19451 3475 26967 20456 17550 9272 8595 5606 15411 14100 9098 815 15976 8283 4647 13719 14353 2188 12165 327686 4558 300
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=3 1 1 5 0 0 0 0 5 5 1 1 1 3 0 4 1 3 3 1 3 5 1 2 5 3 1 5 4 0
split_gain=1.46122e+14 7.25191e+14 1.46285e+15 1.10387e+15 9.61861e+14 8.49004e+14 1.13573e+15 8.49492e+14 9.5308e+14 7.39275e+14 8.39863e+14 1.43699e+15 7.14624e+14 1.04469e+15 8.17771e+14 8.4189e+14 8.10956e+14 7.43036e+14 6.99411e+14 1.15752e+15 1.74582e+15 1.05464e+15 1.97794e+15 1.04731e+15 9.27671e+14 9.23534e+14 9.13851e+14 9.91519e+14 8.42759e+14 8.1039e+14
threshold=10.500000000000002 39.739656000000004 43.808567100000012 73.010000000000005 43.592450450000008 55.046835900000012 55.784980300000008 55.012873400000011 72.705000000000013 63.805000000000007 82.897133550000021 82.940215400000014 37.971176850000006 8.5000000000000018 50.973130900000008 1.5000000000000002 38.422276900000007 2.5000000000000004 6.5000000000000009 82.95335685000002 9.5000000000000018 79.010000000000005 82.902675200000019 4.5000000000000009 104.75000000000001 8.5000000000000018 83.015546400000019 94.040000000000006 1.5000000000000002 47.155083450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 3 -3 -2 7 -7 8 -4 -9 -11 -12 13 17 -15 -16 -14 -1 23 20 21 28 25 -18 -25 29 27 -21 -20 -23
right_child=1 2 5 -5 -6 6 -8 9 -10 10 11 -13 16 14 15 -17 18 -19 19 26 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-22337.227058429504 49428.449268948665 -12929.534381969352 3294.1932820837064 -51665.289977636021 664.9056808245648 -14446.132436553453 -1438.2578409803664 6059.5200734119944 -15378.346716780332 -46978.475479652829 75521.270746257287 11695.35118599087 12151.060929304207 7519.9881370304201 -2050.2393098606194 -16433.655067531636 394.41713581161326 2193.3802818796266 5508.4677715634552 -2518.3089217394108 12208.118911466874 893.15862516193306 96880.165557668122 -7033.8095009030949 -53602.49590234481 218.49585864748479 7731.6016101706382 -73947.049590551658 -4304.3263185535679 64345.844621359851
leaf_weight=12978 4061 44149 134068 8828 1028644 94450 231978 33521 34336 1228 6195 8192 65646 27407 64931 109020 810846 254327 149558 439413 237041 3344 2922 165723 4391 22459 100499 1952 211001 5056
leaf_count=12978 4061 44149 134068 8828 1028644 94450 231978 33521 34336 1228 6195 8192 65646 27407 64931 109020 810846 254327 149558 439413 237041 3344 2922 165723 4391 22459 100499 1952 211001 5056
internal_value=0 -747.166 -3521.76 -19384.4 856.663 -1976.9 -5202.01 2862.5 -512.963 14431.3 32403 39178.6 452.897 -3095.35 -8535.15 -11064.7 1202.02 1002.39 868.361 2515.97 5425.81 1348.91 18244.3 -1102.21 -8235.85 10798.4 -874.581 -2834.21 -234.03 39085.6
internal_weight=0 1.62965e+06 596945 52977 1.0327e+06 543968 326428 217540 168404 49136 15615 14387 2.68851e+06 468663 201358 173951 2.21985e+06 267305 2.1542e+06 1.17324e+06 631381 394340 33781 980960 170114 30859 541864 441365 360559 8400
internal_count=4318164 1629650 596945 52977 1032705 543968 326428 217540 168404 49136 15615 14387 2688514 468663 201358 173951 2219851 267305 2154205 1173245 631381 394340 33781 980960 170114 30859 541864 441365 360559 8400
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=5 5 3 1 5 5 1 1 0 0 3 3 1 3 0 0 1 1 0 1 6 3 6 0 0 1 3 1 0 4
split_gain=1.41072e+14 3.65217e+14 7.29723e+14 5.23348e+14 4.7215e+14 4.29651e+14 5.96614e+14 4.18586e+14 4.11656e+14 3.732e+14 5.91032e+14 5.14221e+14 7.56087e+14 6.03511e+14 5.36608e+14 4.93812e+14 1.06813e+15 1.17956e+15 4.9345e+14 7.11714e+14 3.6679e+14 3.64651e+14 3.52174e+14 7.74928e+14 1.05745e+15 5.31449e+14 6.90857e+14 3.48115e+14 3.67804e+14 3.38062e+14
threshold=87.00500000000001 79.010000000000005 10.500000000000002 38.950530550000003 73.010000000000005 86.810000000000016 82.911991800000024 82.897133550000021 55.046835900000012 57.641335050000002 17.500000000000004 10.500000000000002 38.969379750000009 9.5000000000000018 56.338501050000012 55.899899800000007 38.233559750000005 37.642309100000013 55.87722990000001 37.533784800000006 1.5000000000000002 1.5000000000000002 1.5000000000000002 55.535913550000011 55.674875350000008 37.39371280000001 26.500000000000004 82.933113850000026 55.017766000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 -7 -4 27 11 -11 13 14 -6 15 18 17 -17 22 -20 -14 -2 23 -13 25 -25 -27 28 -9 -26
right_child=21 2 7 5 9 6 -8 8 -10 10 -12 12 20 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=186.38970863694331 -59944.682663339729 -2188.6533312669467 -4662.3190020552529 20803.831396858091 -2841.772674647154 50561.739830273138 -10448.31237790808 -12491.182455519822 -6292.7068769509087 -26860.673949843709 10965.202186393044 53089.495126296475 -8767.7627518319041 18804.354278130322 -103385.432555662 113551.39235600366 586027.10243055562 -21290.598811507822 -164947.91839320512 -7215.678391672227 -28080.994037639233 -1939.79513186487 11554.575375563358 26465.284201891034 -156376.96185515873 -100346.90233804996 86718.181356326677 22654.142690982448 120238.8036865848 9640.9140786311909
leaf_weight=3719472 1088 20178 69606 46637 48583 1913 9886 283 4405 16593 5500 1516 19343 17527 473 1152 36 1485 433 843 20002 280545 16987 497 126 2549 214 4875 796 4621
leaf_count=3719472 1088 20178 69606 46637 48583 1913 9886 283 4405 16593 5500 1516 19343 17527 473 1152 36 1485 433 843 20002 280545 16987 497 126 2549 214 4875 796 4621
internal_value=0 150.976 4854.79 11696.4 -41.3744 16490.9 -556.607 -1871.2 16883.4 -5386.92 -17444 -3433.82 -9389.28 2897.02 2308.94 3950.28 45002.5 37616.5 1.07359 -60740.8 -18586.1 -2163.88 2924.75 -12469 -24881.5 -68734.1 -85858.3 34029.9 85426.4 5234.29
internal_weight=0 4.03653e+06 158579 78614 3.87795e+06 58436 11799 79965 10359 158480 22093 136387 70277 66110 30932 30459 2673 2637 27786 1276 39345 281633 26510 9523 8007 3260 2763 5954 1079 4747
internal_count=4318164 4036531 158579 78614 3877952 58436 11799 79965 10359 158480 22093 136387 70277 66110 30932 30459 2673 2637 27786 1276 39345 281633 26510 9523 8007 3260 2763 5954 1079 4747
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=2 3 1 0 0 3 5 5 5 1 0 5 5 5 1 1 3 5 3 1 1 1 0 1 1 0 0 5 1 0
split_gain=1.42525e+14 3.75882e+14 3.53213e+14 4.09736e+14 3.87417e+14 3.32198e+14 3.5374e+14 3.29294e+14 5.17213e+14 4.50944e+14 5.52603e+14 5.44594e+14 4.16826e+14 3.28804e+14 3.20648e+14 2.39861e+14 2.3965e+14 5.01243e+14 3.12893e+14 4.50463e+14 8.29654e+14 5.79426e+14 4.01653e+14 5.94213e+14 4.62082e+14 1.21708e+15 9.0925e+14 6.14647e+14 3.98624e+14 3.81184e+14
threshold=14.500000000000002 14.500000000000002 39.071052600000009 45.053747000000008 45.005863250000004 23.500000000000004 74.010000000000005 161.85000000000002 94.040000000000006 38.984911950000004 45.013473000000012 114.05000000000001 177.02500000000003 110.05000000000001 37.767735350000002 37.314272700000011 17.500000000000004 80.00500000000001 24.500000000000004 38.096381250000007 38.950530550000003 38.058342000000003 60.029906750000002 30.226173900000003 37.914142000000005 56.121679000000007 55.751981950000008 39.805000000000007 37.944765900000007 56.320495600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 14 3 4 15 -1 -7 8 -6 13 11 -11 -9 -10 -2 -3 17 -5 22 21 -21 -20 24 -24 27 26 28 -18 -26 -27
right_child=1 2 -4 16 7 6 -8 12 9 10 -12 -13 -14 -15 -16 -17 18 -19 19 20 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=32.345570128419546 -318757.80092447763 119891.76912569604 -1728.147016689265 307.28001690965328 25832.41155916073 -2413.5854724080145 -14427.1575815502 -280316.09941666666 231325.87064385778 48071.138131893385 -5754.4840849852653 482819.63067187503 14500.815663181391 89529.610689713547 -57958.689040305399 -5713.2705227561491 74.982654799982001 -38016.857346132827 -37.27563694312704 187978.77316439355 15009.917616724968 -139792.22921691486 37280.887181060774 -30281.145380412549 100782.06969550694 516996.69703389838 -95691.676305553963 24409.264649124219 -800.21606846819304 11824.19091796875
leaf_weight=3798483 60 157 142064 36856 8069 152429 29206 75 290 68 562 50 133 375 220 4808 14755 3761 66134 354 1280 298 1749 5091 397 59 1020 35005 14336 20
leaf_count=3798483 60 157 142064 36856 8069 152429 29206 75 290 68 562 50 133 375 220 4808 14755 3761 66134 354 1280 298 1749 5091 397 59 1020 35005 14336 20
internal_value=0 1971.32 2067.33 4822.54 20945.6 -167.431 -4345.31 32652.3 35402.1 92813.3 35552.6 232287 -91803.4 151366 -113844 -1741.47 3523.98 -3241.41 5479.81 611.67 52483 -664.187 10054.5 -13005.4 12459.2 -2420.9 -4384.37 17193.6 1937.05 389105
internal_weight=0 338046 337766 195702 14587 3.98012e+06 181635 9622 9414 1345 680 118 208 665 280 4965 181115 40617 140498 68066 1634 66432 72432 6840 65592 15832 15753 49760 14733 79
internal_count=4318164 338046 337766 195702 14587 3980118 181635 9622 9414 1345 680 118 208 665 280 4965 181115 40617 140498 68066 1634 66432 72432 6840 65592 15832 15753 49760 14733 79
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=5 4 3 5 3 4 1 5 1 1 1 1 0 3 1 4 5 0 0 0 6 1 3 0 1 0 5 0 0 1
split_gain=1.37428e+14 3.6151e+14 4.71504e+14 3.74676e+14 1.93398e+14 1.89788e+14 1.87469e+14 1.67024e+14 1.56915e+14 1.47805e+14 1.46836e+14 1.66779e+14 1.43594e+14 1.3255e+14 1.31649e+14 1.26182e+14 4.61639e+14 5.47216e+14 5.55963e+14 6.1527e+14 5.11582e+14 4.56921e+14 6.22429e+14 4.56164e+14 5.18947e+14 5.45954e+14 4.34963e+14 6.29365e+14 1.53276e+15 7.27454e+14
threshold=18.050000000000004 -1.0000000180025095e-35 9.5000000000000018 13.050000000000002 5.5000000000000009 2.5000000000000004 61.42204370000001 13.050000000000002 30.502469200000004 42.09605220000001 30.451272450000005 30.259484550000003 55.701368300000006 6.5000000000000009 103.85249100000001 2.5000000000000004 58.040000000000006 43.514103700000014 44.580511600000001 45.013473000000012 1.5000000000000002 38.096381250000007 12.500000000000002 43.642715500000008 39.739656000000004 43.592450450000008 64.020000000000024 54.708501450000007 54.736324100000012 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -4 7 10 -5 -7 11 -3 -10 -13 -8 16 -2 -18 20 -20 -19 22 -22 24 -17 -26 -25 -28 -29 -30
right_child=15 2 5 8 -6 9 14 -9 12 -11 -12 13 -14 -15 -16 23 17 18 19 -21 21 -23 -24 26 25 -27 27 28 29 -31
leaf_value=-16097.974251881949 -192.65088333879694 -27923.723694478838 31264.332271230669 -47590.593702012033 -66171.825455619066 156342.77974443635 -20817.428862616522 -7350.6194717064227 -18495.574253789135 34364.501491268384 17560.422303042542 330995.81602430559 4632.0788472081422 21592.473730468751 46351.522805964487 44222.156507107196 -16831.237978666741 68395.781350361634 -13913.620581458088 3652.4312807420451 41453.981928142399 4104.6646540511911 242578.2442541788 1914.0203931692658 9488.4518157695911 -68289.868775864219 -8014.6566996328102 46115.966797458066 -16400.231917359091 -559.65724011481177
leaf_weight=1228 2750484 38 2128 988 2074 239 5547 4493 4952 170 3962 45 5863 20 308 4267 13654 2229 20735 519822 1460 7277 172 291040 19198 947 167762 6833 30991 449238
leaf_count=1228 2750484 38 2128 988 2074 239 5547 4493 4952 170 3962 45 5863 20 308 4267 13654 2229 20735 519822 1460 7277 172 291040 19198 947 167762 6833 30991 449238
internal_value=0 -6523.36 3501.71 -17772.9 -47549.6 43255.2 -3495.76 5937.56 -9442.66 105643 20624.8 138501 -5957.67 235795 -17284 48.787 342.294 2944.86 3434.3 2978.62 25549.5 14829.5 62650.9 -954.246 12542.4 5832.16 -1302.58 -2732.22 -912.755 -1581.91
internal_weight=0 32055 16950 15105 3302 2537 14413 8558 11803 409 4065 103 10815 65 5855 4.28611e+06 3.31583e+06 565349 551695 540557 11138 8909 1632 970276 24412 20145 945864 654824 487062 480229
internal_count=4318164 32055 16950 15105 3302 2537 14413 8558 11803 409 4065 103 10815 65 5855 4286109 3315833 565349 551695 540557 11138 8909 1632 970276 24412 20145 945864 654824 487062 480229
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 3 5 5 0 1 1 0 5 1 0 5 1 0 0 1 1 0 0 5 0 1 0 0 1 1
split_gain=1.27745e+14 2.65685e+14 2.94748e+14 3.09717e+14 3.22205e+14 2.55212e+14 2.43238e+14 2.18941e+14 2.04984e+14 2.03868e+14 2.49522e+14 7.36431e+14 2.69908e+14 2.68832e+14 4.23287e+14 1.96627e+14 1.78972e+14 4.39197e+14 4.5904e+14 1.81897e+14 3.19877e+14 8.45169e+14 2.41443e+15 8.92217e+14 8.19862e+14 1.06705e+15 8.14224e+14 7.59176e+14 2.01082e+15 7.14185e+14
threshold=113.46563545000002 61.674413550000004 48.713222300000005 114.17164950000002 2.5000000000000004 9.5000000000000018 102.01000000000001 69.610000000000014 51.83362145000001 104.38035940000002 103.85249100000001 52.485928400000006 69.610000000000014 93.043229050000022 52.719210700000012 77.00500000000001 92.815157350000007 56.009576300000013 56.093493200000005 84.920232800000022 83.015546400000019 54.811549550000009 54.920670650000005 66.990000000000023 55.050600750000008 83.140147550000009 53.37994195000001 54.864040150000001 83.093115700000013 83.140147550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 6 5 -5 8 -2 -4 10 13 12 -12 16 -15 -11 19 -18 -19 20 -1 26 23 -23 25 -24 -22 28 -25 -30
right_child=1 -3 3 4 -6 -7 -8 -9 -10 15 11 -13 -14 14 -16 -17 17 18 -20 -21 21 22 24 27 -26 -27 -28 -29 29 -31
leaf_value=-132.40963127764851 30334.824187412913 26441.218882533798 -102590.47181955645 -10731.090856171486 -41659.514057617838 47109.875204517804 -55465.123925607797 142016.136396897 13116.464570723021 -8661.9833603995867 23334.012451472554 -14983.304444118077 70088.458793408077 21462.418912124416 -23468.768050956158 -54545.301359853533 -5560.765667587737 21806.189969403153 -11270.457117209187 -5112.8181949824575 5346.8651923641319 50157.282215954008 6778.0826644823164 37809.172107484286 -30152.583579163878 76473.889456134959 -19147.532513667607 83037.562561437313 509579.27664449438 105178.76156250002
leaf_weight=4020050 998 5489 155 4587 3044 915 563 213 12551 13757 7302 5671 1486 2627 10387 1002 17982 20023 5308 70339 41366 5959 36839 266 5544 2336 20197 941 212 55
leaf_count=4020050 998 5489 155 4587 3044 915 563 213 12551 13757 7302 5671 1486 2627 10387 1002 17982 20023 5308 70339 41366 5959 36839 266 5544 2336 20197 941 212 55
internal_value=0 6671.09 1958.24 -707.457 -15554.6 -1111.96 8854.95 49978.2 11705 -44.3454 -3.83845 13110.6 31239.9 -48.3461 -14399 -11777 -4.37601 6390.88 14875.1 -70.2634 15.5393 5245.83 14612.5 67388.5 5840.36 10934 -2689.02 137050 232407 426276
internal_weight=0 28515 23026 21815 8546 5502 13269 1211 12706 4.28965e+06 4.27489e+06 14459 8788 4.26043e+06 13014 14759 4.24742e+06 43313 25331 4.2041e+06 4.13376e+06 113715 52152 7433 44719 39175 61563 1474 533 267
internal_count=4318164 28515 23026 21815 8546 5502 13269 1211 12706 4289649 4274890 14459 8788 4260431 13014 14759 4247417 43313 25331 4204104 4133765 113715 52152 7433 44719 39175 61563 1474 533 267
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 1 3 0 5 1 2 3 1 1 3 1 1 5 1 0 1 0 3 3 3 1 5 5 5
split_gain=1.28321e+14 6.78982e+14 5.38731e+14 6.64609e+14 8.50231e+14 1.05773e+15 7.21485e+14 6.93021e+14 5.45239e+14 5.14038e+14 4.93894e+14 4.86692e+14 4.6588e+14 4.08593e+14 8.57938e+14 5.39055e+14 5.54992e+14 4.81677e+14 4.58889e+14 4.08231e+14 4.46455e+14 4.99019e+14 7.87283e+14 4.81378e+14 4.36989e+14 6.37591e+14 1.03148e+15 7.27358e+14 5.22877e+14 4.10724e+14
threshold=45.087005000000012 46.672631750000008 47.249522000000006 39.694727950000008 47.222459950000008 39.753614400000011 39.714575750000009 5.5000000000000009 47.236539400000005 79.730000000000018 47.854228500000012 1.5000000000000002 18.500000000000004 39.714575750000009 39.110397700000007 3.5000000000000004 38.891822450000006 47.981192400000005 69.015000000000015 37.314272700000011 45.013473000000012 47.473138800000008 42.966471700000007 5.5000000000000009 16.500000000000004 18.500000000000004 38.959914000000005 99.555000000000021 142.05000000000004 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 13 3 -3 6 7 -5 -6 9 -9 11 -1 -7 14 15 16 -2 -15 -17 -13 21 -21 23 -23 -22 28 27 -27 -26 -24
right_child=1 2 -4 4 5 12 -8 8 -10 -11 -12 19 -14 17 -16 18 -18 -19 -20 20 24 22 29 -25 25 26 -28 -29 -30 -31
leaf_value=10194.471426034732 -23097.173534191661 -399.49799821736343 -186.24763793800969 57908.973221624787 14610.917754113216 18208.894081618357 -8323.5816737380828 55255.423023007788 12403.619617430757 113225.73189215361 -41930.636524217662 24994.287388355027 -21439.54831396836 -33717.236398604378 38725.240474046717 -8598.6047749910849 26133.046031247573 30100.355912207277 -34242.998786737495 -4103.0037352460276 329.8647322485279 37696.479723553348 40397.390788939534 -12162.261013449564 22346.321901442905 24252.941878512458 -4321.6125395536283 115390.80108161553 -148151.07371266405 207656.16086635971
leaf_weight=59546 3197 54588 3592952 1832 5919 8625 16086 7056 2211 1953 2609 6752 4515 10019 4084 65632 8071 1341 7808 216981 147144 2480 5298 8835 28869 5459 36927 1043 181 151
leaf_count=59546 3197 54588 3592952 1832 5919 8625 16086 7056 2211 1953 2609 6752 4515 10019 4084 65632 8071 1341 7808 216981 147144 2480 5298 8835 28869 5459 36927 1043 181 151
internal_value=0 -202.205 17.9613 7156.29 15714 25931.2 -1551.73 42296.4 56901.7 67822.4 1469.63 1687.52 4585.4 -8326.64 -6042 -8200.34 12165.3 -26183.8 -11325.1 586.6 223.096 -2818.71 13804.3 -1234.32 3460.49 9816.17 2145.23 38872.6 21284 45032.4
internal_weight=0 3.79589e+06 3.69574e+06 102785 48197 30279 17918 17139 11220 9009 522275 519666 13140 100152 88792 84708 11268 11360 73440 460120 453368 233745 16764 11315 219623 72479 43429 6502 29050 5449
internal_count=4318164 3795889 3695737 102785 48197 30279 17918 17139 11220 9009 522275 519666 13140 100152 88792 84708 11268 11360 73440 460120 453368 233745 16764 11315 219623 72479 43429 6502 29050 5449
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=2 3 0 0 5 0 1 5 0 1 5 2 1 1 4 5 2 1 5 0 1 5 0 2 3 5 2 0 1 0
split_gain=1.22414e+14 3.1396e+14 3.03414e+14 3.28039e+14 2.71253e+14 2.14204e+14 2.38449e+14 1.9073e+14 2.34879e+14 1.9522e+14 1.75909e+14 3.53337e+14 2.16793e+14 1.54257e+14 1.44998e+14 3.76205e+14 1.84232e+14 1.62322e+14 2.11245e+14 1.88129e+14 2.04754e+14 2.06951e+14 1.67965e+14 1.85669e+14 1.7234e+14 2.80695e+14 1.52252e+14 1.50224e+14 2.64981e+14 1.9786e+14
threshold=20.500000000000004 32.500000000000007 55.56564190000001 55.551692500000009 52.405000000000008 55.74310830000001 37.436176200000013 75.750000000000014 55.674875350000008 37.855187800000003 177.02500000000003 24.500000000000004 38.92948375000001 37.533784800000006 4.5000000000000009 225.45000000000002 5.5000000000000009 39.899261850000009 99.555000000000021 43.465905150000005 41.950906500000009 128.92000000000004 59.950068600000009 15.500000000000002 12.500000000000002 110.05000000000001 4.5000000000000009 55.141517900000004 37.998366300000008 55.619594000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 13 -4 7 -7 9 -9 -6 -2 12 -12 -3 -1 17 27 22 -19 26 -21 -22 23 24 -16 -26 -20 28 -17 -29
right_child=10 2 4 -5 5 6 -8 8 -10 -11 11 -13 -14 -15 15 16 -18 18 19 20 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=5.444947691775047 3603.140735351154 144332.33357077205 -5741.6697144314385 120878.88456453022 -100651.41680724782 72679.914678423243 -30755.603235376202 -137179.23492373512 58431.276444284536 -19391.170075615948 -111531.68160695043 -92972.299461206901 181129.20678919501 -12686.379911990305 -571.21131725803741 245588.3291480655 103609.23830842652 1156.2717911514062 87605.940369382442 -139289.14014787946 -64075.800769917318 -19705.778867250352 -50988.338914255721 -78340.187621886755 -45436.338969866745 91894.212762935204 -41557.144214168598 374305.69659090909 -11508.014801794394 60029.31494140625
leaf_weight=4213969 78617 68 4941 304 1158 241 2963 84 228 397 29 87 199 783 4028 42 327 2021 209 210 1801 2525 652 266 209 517 162 22 881 224
leaf_count=4213969 78617 68 4941 304 1158 241 2963 84 228 397 29 87 199 783 4028 42 327 2021 209 210 1801 2525 652 266 209 517 162 22 881 224
internal_value=0 -72.6523 -16818.1 31712.9 -22416.7 -38664.2 -22975.3 -65588.3 5766.91 -79905.2 3901.96 78481.6 143905 -139.644 -28.4249 -10153.7 37257.8 -15782.9 -26052.8 -37259.2 -42859 -38177.9 -3238.82 2962.91 7512.05 52359.7 31205.9 18697.6 190.844 88135.3
internal_weight=0 4.23923e+06 11167 1155 10012 5071 3204 1867 312 1555 78932 315 228 851 4.22806e+06 14096 1496 12600 6928 4907 4536 4326 5672 5020 4754 726 371 1169 923 246
internal_count=4318164 4239232 11167 1155 10012 5071 3204 1867 312 1555 78932 315 228 851 4228065 14096 1496 12600 6928 4907 4536 4326 5672 5020 4754 726 371 1169 923 246
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=0 1 6 3 1 5 0 1 3 5 5 1 1 2 2 5 3 4 1 5 1 5 5 4 0 5 3 5 6 0
split_gain=1.15686e+14 5.18695e+14 5.48339e+14 1.05703e+15 8.11476e+14 1.08955e+15 5.31621e+14 4.90891e+14 6.08853e+14 4.90369e+14 4.56454e+14 4.42756e+14 7.2564e+14 3.99513e+14 3.9338e+14 3.96564e+14 3.61635e+14 2.86114e+14 2.599e+14 2.73399e+14 2.57169e+14 2.02112e+14 1.84068e+14 1.64604e+14 1.80718e+14 1.57868e+14 1.4426e+14 1.43826e+14 1.27652e+14 1.25317e+14
threshold=43.465905150000005 40.810045900000013 1.5000000000000002 11.500000000000002 39.969502550000009 38.210000000000008 43.056445700000005 47.854228500000012 10.500000000000002 57.005000000000003 88.015000000000015 47.473138800000008 47.554129950000011 8.5000000000000018 1.5000000000000002 89.00500000000001 23.500000000000004 2.5000000000000004 39.925119750000007 68.52500000000002 43.048525950000005 161.85000000000002 137.05000000000004 4.5000000000000009 42.966471700000007 110.05000000000001 4.5000000000000009 67.00500000000001 1.5000000000000002 42.966471700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 13 7 8 11 26 20 29 17 -6 15 -4 18 28 -16 -20 -8 27 -19 24 -23 -9 -1 -10 -13 -3
right_child=-2 6 14 4 5 -7 10 25 21 -11 -12 12 -14 -15 16 -17 -18 22 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-45364.771791609448 -54.77971906213093 -39163.877687308719 54956.206102462573 96045.633328763535 491156.45162898937 171893.27421523086 -86776.21990393399 -31268.968949253987 -3294.9158904880205 211959.2964713542 -100430.76193737793 8252.6696962945716 498.64222722164732 973826.72170138883 -16266.755872635 336700.70214092551 230267.14462754992 66025.54637650818 9495.6397162228877 74488.013085937506 -8836.4548248034534 15097.950267857143 157348.38813255529 -116793.59654381796 316628.05597826093 -130971.62289608226 38233.006748408567 -33466.502206980404 44089.204637655545 2691.837936952847
leaf_weight=421 4270332 776 1272 260 47 111 479 2413 2661 120 800 1418 5660 27 3304 52 72 2406 3827 779 3644 35 243 23 46 170 405 3889 3324 9148
leaf_count=421 4270332 776 1272 260 47 111 479 2413 2661 120 800 1418 5660 27 3304 52 72 2406 3827 779 3644 35 243 23 46 170 405 3889 3324 9148
internal_value=0 4890.61 24293.1 82854.5 209954 370042 -698.414 3979.1 7624.02 23066.5 -31304.2 15338.6 27443.9 667266 15539.7 66021.7 7166.1 48078.5 5135.35 20487.6 -17891.3 -19012.9 74402.8 119299 186337 -37830.9 -4375.55 -21209 33373 -581.039
internal_weight=0 47832 10697 1391 445 185 37135 32212 29629 946 4923 22975 13051 74 9306 1324 7982 7391 7910 4606 4123 6654 2649 104 81 2583 826 6550 4742 9924
internal_count=4318164 47832 10697 1391 445 185 37135 32212 29629 946 4923 22975 13051 74 9306 1324 7982 7391 7910 4606 4123 6654 2649 104 81 2583 826 6550 4742 9924
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=5 4 3 5 5 3 0 1 5 1 4 1 1 5 5 3 6 1 5 4 5 0 0 0 0 3 3 0 0 1
split_gain=1.11488e+14 2.92734e+14 3.81596e+14 3.03092e+14 1.75509e+14 1.56436e+14 1.51721e+14 1.51418e+14 1.36005e+14 1.27446e+14 1.27431e+14 5.24836e+14 1.08644e+15 9.1817e+14 1.11484e+15 1.38213e+15 8.88423e+14 8.54571e+14 6.49216e+14 7.60557e+14 6.72954e+14 6.30719e+14 6.23397e+14 6.34225e+14 7.81543e+14 5.9651e+14 5.8518e+14 5.80065e+14 7.74272e+14 1.0635e+15
threshold=18.050000000000004 -1.0000000180025095e-35 9.5000000000000018 13.050000000000002 13.050000000000002 5.5000000000000009 55.455204450000004 61.42204370000001 13.050000000000002 37.342273500000012 1.5000000000000002 82.95335685000002 82.871296800000025 73.995000000000019 45.610000000000007 10.500000000000002 1.5000000000000002 30.332994000000003 39.505000000000003 1.0000000180025095e-35 161.85000000000002 55.657530000000008 55.099723300000008 51.636650050000007 51.67657710000001 9.5000000000000018 7.5000000000000009 59.950068600000009 59.982527000000012 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 6 -1 -4 8 -3 -5 11 12 13 14 21 17 22 26 -14 20 -20 -2 23 -15 -25 -13 27 -16 29 -29
right_child=10 2 4 9 -6 -7 -8 -9 -10 -11 -12 25 18 16 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-14493.190517697662 -2197.5685228167181 18581.955843360509 31909.651088697181 -39451.804646520715 5422.6689756976675 -59528.569301794312 94529.930308010895 -15541.217358433491 -6662.4750645236027 -5016.9895318563313 -435.28177495294432 5813.9448438348236 20977.118708914728 -1071.6775330362441 61715.295118345137 1955.9793303375177 -61957.766720826214 18061.843808790574 31948.31672108706 -6765.6579270168122 454243.07541118423 2352.5273096630463 -37623.240366531434 382463.65668676182 81297.869754142186 -4068.3049855542304 34069.272190600968 638877.9005136987 104899.54218220807 174495.26934750206
leaf_weight=1228 587274 4065 876 1196 968 2074 693 5855 4493 10607 2418192 73595 44697 395 1450 85866 4307 44840 5428 22156 38 633023 777 127 268 359218 3684 73 549 152
leaf_count=1228 587274 4065 876 1196 968 2074 693 5855 4493 10607 2418192 73595 44697 395 1450 85866 4307 44840 5428 22156 38 633023 777 127 268 359218 3684 73 549 152
internal_value=0 -5875.55 3145.64 -15998.6 38908.6 -42780.1 59567.9 -3149.43 5328.48 -8506.28 43.9422 664.342 1584.88 951.049 1121.83 9688.57 -38499.8 22772.2 13528.8 1476.24 34884.1 162.771 25975.8 88528.4 178128 -2387.94 58522.3 99028.1 168929 325162
internal_weight=0 32055 16950 15105 2537 3302 1569 14413 8558 11803 4.28611e+06 1.86792e+06 1.4351e+06 1.36278e+06 1.35691e+06 136614 5874 50748 72319 27622 5466 1.2203e+06 1567 790 395 432813 5908 2224 774 225
internal_count=4318164 32055 16950 15105 2537 3302 1569 14413 8558 11803 4286109 1867917 1435104 1362785 1356911 136614 5874 50748 72319 27622 5466 1220297 1567 790 395 432813 5908 2224 774 225
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=5 0 0 0 5 1 1 1 1 4 1 5 1 3 3 1 1 3 1 0 1 2 3 4 6 4 3 0 0 0
split_gain=1.19871e+14 4.08555e+14 7.95476e+14 4.4868e+14 6.27957e+14 6.12252e+14 6.03815e+14 4.28765e+14 4.18738e+14 3.5929e+14 3.13293e+14 2.55662e+14 2.46864e+14 2.34926e+14 2.16633e+14 3.42144e+14 3.76111e+14 2.23979e+14 2.15341e+14 2.07679e+14 1.88172e+14 1.87917e+14 3.59889e+14 2.62941e+14 1.85341e+14 2.41949e+14 2.44571e+14 1.84664e+14 5.22065e+14 7.39423e+14
threshold=30.025000000000002 54.940316550000006 55.885524800000006 55.56564190000001 16.850000000000005 38.633372000000001 37.39371280000001 82.784560750000011 37.998366300000008 1.5000000000000002 43.574807850000006 25.005000000000006 37.914142000000005 5.5000000000000009 15.500000000000002 82.95335685000002 82.957885500000017 17.500000000000004 37.832345550000007 55.050600750000008 48.712293450000011 2.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 19.500000000000004 45.087005000000012 47.155083450000006 47.249522000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 9 6 -6 -3 -1 13 -4 21 -11 -5 -9 -16 17 -17 24 -18 -7 22 -8 -23 25 26 -13 -2 -29 -30
right_child=27 2 10 4 5 20 11 14 -10 12 -12 18 -14 -15 15 16 19 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-29593.352910841117 1977.5892982815365 -11395.578556605476 -11772.984739549422 9732.1671311773771 -7425.1691616004246 -32341.795015169919 49628.643274024274 12786.660042098812 -5179.4682539919913 164099.26389266306 -378.67204431495583 117577.04686747299 11742.062711394779 -28839.17155875756 11082.470351020042 -133960.75083731193 2640.2415652439099 33489.970093271688 24861.904549171104 -40889.237023747381 4688.934575358091 52317.498114121576 -906.14967748400397 16944.796788692023 76223.045083903809 14972.490292952469 40088.877620733663 -7021.1892278027972 9691.5601443525284 -116.89199181013146
leaf_weight=7563 484046 19547 46022 2251 4513 1559 1921 22933 98826 184 50731 626 252 5290 6675 432 2855 98 3387 1779 11455 4186 5290 4220 2651 1762 1166 105876 78668 3341400
leaf_count=7563 484046 19547 46022 2251 4513 1559 1921 22933 98826 184 50731 626 252 5290 6675 432 2855 98 3387 1779 11455 4186 5290 4220 2651 1762 1166 105876 78668 3341400
internal_value=0 -1900.55 743.262 6769.42 13533.7 18341.3 26261.5 454.16 -6915.01 -12222.5 -5798.55 32292.2 76039.6 -17325.6 7115.46 -3870.06 -23197.7 -102998 45142.1 -14070.8 252.873 24399.8 12556.2 34559.6 56212 41285.4 67157.8 146.061 -105.374 108.721
internal_weight=0 308174 201785 105032 50713 42736 29722 54319 106389 7977 96753 25209 436 7541 34772 11839 5164 530 9592 4634 13014 15617 7211 8406 6205 3554 1792 4.00999e+06 3.52594e+06 3.42007e+06
internal_count=4318164 308174 201785 105032 50713 42736 29722 54319 106389 7977 96753 25209 436 7541 34772 11839 5164 530 9592 4634 13014 15617 7211 8406 6205 3554 1792 4009990 3525944 3420068
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=3 1 5 1 0 0 1 0 0 5 3 6 1 0 1 0 1 0 1 2 4 5 5 5 4 5 4 3 3 3
split_gain=1.17518e+14 6.04469e+14 1.14661e+15 9.25649e+14 8.26097e+14 1.04753e+15 1.33376e+15 8.00286e+14 1.06745e+15 1.00833e+15 7.77792e+14 7.26231e+14 1.14985e+15 3.33442e+15 2.37652e+15 9.44283e+14 5.63755e+15 1.39253e+15 9.2066e+14 8.83516e+14 7.22569e+14 9.43444e+14 7.10636e+14 6.66164e+14 5.94905e+14 6.20699e+14 8.20446e+14 1.12667e+15 7.95563e+14 1.29836e+15
threshold=10.500000000000002 38.969379750000009 41.305000000000007 38.92948375000001 55.07108800000001 55.777112100000004 43.574807850000006 55.013931500000005 55.014086100000007 72.705000000000013 16.500000000000004 1.5000000000000002 38.096381250000007 56.281985950000006 38.233559750000005 55.576287050000012 38.633372000000001 55.212972300000011 37.944765900000007 1.5000000000000002 1.5000000000000002 66.50500000000001 103.45000000000002 43.205000000000005 3.5000000000000004 50.005000000000003 1.5000000000000002 11.500000000000002 17.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 7 -6 -7 9 -9 -4 -8 12 24 15 -15 16 17 -14 19 -13 21 -21 -12 -10 25 26 -2 -28 29 -27
right_child=1 2 4 -5 5 6 10 8 23 -11 22 18 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=406.15746860666036 -1635.0403231979874 2767.545833375937 -563.39230376047328 20486.30782239333 -23959.34587632936 -34428.596785128102 -11537.812998218204 309568.49181404762 -26364.575483589964 -13624.315106049842 440.11708893530334 -15859.436047098661 370821.57073133683 -2702.3107645325745 561120.34615334903 -26899.806108548684 -14176.418458367469 31971.787880492368 -8840.301644115576 2573.4796966938038 11228.344152428235 -74267.762603521682 41583.869325350963 12028.377527309653 37467.567055048399 -8584.3128097751232 155207.37623823324 16686.33436947567 -2015.8934976542162 -40201.399529029011
leaf_weight=2688514 166901 276145 217489 24444 42733 15578 71378 118 4981 81169 83929 18207 585 118 204 2218 2486 153 50917 150191 171521 1615 4419 48764 3562 57750 610 15690 99018 16757
leaf_count=2688514 166901 276145 217489 24444 42733 15578 71378 118 4981 81169 83929 18207 585 118 204 2218 2486 153 50917 150191 171521 1615 4419 48764 3562 57750 610 15690 99018 16757
internal_value=0 -670.058 -2522.06 1332.75 -5082.18 -9920.48 -6498.29 -2089.65 9129.81 -4113.08 -3774.27 715.495 -2488.41 41822.6 354502 23321.6 57872.1 300572 3703.89 5574.01 6780.96 1756 2498.05 8470.18 -3197.31 -3603.36 456.303 21870.3 -7889.4 -15695.2
internal_weight=0 1.62965e+06 846703 782947 570558 218037 175304 352521 53863 298658 159726 758503 366052 5764 322 5442 3224 738 392451 341534 323327 151806 88348 53745 360288 356726 183201 16300 173525 74507
internal_count=4318164 1629650 846703 782947 570558 218037 175304 352521 53863 298658 159726 758503 366052 5764 322 5442 3224 738 392451 341534 323327 151806 88348 53745 360288 356726 183201 16300 173525 74507
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=3 0 0 1 3 3 1 0 0 3 3 1 1 0 1 0 0 5 0 1 0 1 5 0 1 1 5 3 1 1
split_gain=1.26794e+14 2.209e+14 6.92358e+14 9.33196e+14 1.90694e+15 1.48512e+15 1.52901e+15 7.26564e+14 6.25196e+14 1.20966e+15 7.60501e+14 1.1292e+15 9.18737e+14 1.50724e+15 1.25175e+15 1.61168e+15 9.46366e+14 9.37071e+14 8.67051e+14 8.5868e+14 9.42721e+14 6.91528e+14 6.2373e+14 6.01344e+14 6.00796e+14 6.80618e+14 5.78686e+14 5.44442e+14 5.42498e+14 9.45251e+14
threshold=23.500000000000004 55.784980300000008 55.74310830000001 37.597123000000003 26.500000000000004 25.500000000000004 37.620907050000007 55.762622900000004 55.87722990000001 28.500000000000004 27.500000000000004 37.487839250000007 37.692869000000009 55.820531900000013 37.417247200000006 55.86787755000001 55.806974650000008 62.710000000000008 55.795550600000006 37.457850350000008 55.826364100000013 37.615058950000012 44.605000000000011 55.801980100000009 37.620907050000007 37.516458750000005 44.905000000000008 29.500000000000004 37.314272700000011 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 4 -4 6 -5 -8 9 10 12 22 14 18 15 16 -3 -18 -14 -16 24 -22 -12 -11 25 -21 -17 -7 -2 -30
right_child=1 8 3 5 -6 27 7 -9 -10 23 11 -13 13 -15 19 26 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=155.28034831788727 37686.889716162848 83427.176163560973 124348.16284951191 -132249.24924418042 4812.6840010667929 82879.330786390128 43419.192955744722 -35161.443400092627 -1537.3148522807987 -79509.262468172121 -52301.190338618217 89673.125154733891 -53171.197817328561 -103359.10276151035 160567.54338472808 -52196.843345333386 -4138.9241013848987 -76721.754997225755 51486.329913178895 -98622.865761702589 23079.35953208631 145564.02203331911 -233253.13659691764 30324.065400266067 -278555.6640625 71112.821572844507 -173674.53531206839 -10761.88332389151 -36280.927510264242 -431.24200231418746
leaf_weight=3990478 3480 925 2263 1129 3253 2289 1988 2883 126307 545 303 219 1800 3301 494 692 6997 2385 1413 604 1772 623 513 5841 110 388 905 852 7746 145666
leaf_count=3990478 3480 925 2263 1129 3253 2289 1988 2883 126307 545 303 219 1800 3301 494 692 6997 2385 1413 604 1772 623 513 5841 110 388 905 852 7746 145666
internal_value=0 -1890.97 586.047 21371 53853.4 1769.96 -27393.7 -3090.35 -4612.48 -17633.4 -28143.5 -111949 -24272.7 -55902.1 -11310.5 -27559.4 -13075.7 -22590.2 -7145.34 37155.1 19721.3 54940.7 -166061 20950.6 -56821.7 -32234.3 -121037 57479 -1355.7 -2241.35
internal_weight=0 327686 171549 14657 5516 9141 6000 4871 156137 29830 23444 1035 22409 6514 15895 11904 10307 9382 3213 3991 3497 2395 816 6386 1102 992 1597 3141 156892 153412
internal_count=4318164 327686 171549 14657 5516 9141 6000 4871 156137 29830 23444 1035 22409 6514 15895 11904 10307 9382 3213 3991 3497 2395 816 6386 1102 992 1597 3141 156892 153412
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=2 3 1 1 0 1 3 1 3 0 0 6 0 5 0 1 1 0 5 0 0 0 0 1 0 0 0 0 5 5
split_gain=1.05517e+14 3.7696e+14 4.7136e+14 3.55208e+14 4.96205e+14 4.34432e+14 3.43494e+14 5.37219e+14 8.33048e+14 7.67901e+14 1.38583e+15 8.63459e+14 9.69845e+14 8.31471e+14 1.08583e+15 1.16784e+15 1.41074e+15 8.25621e+14 8.04909e+14 7.05454e+14 7.97522e+14 1.03212e+15 7.88961e+14 7.32509e+14 1.22109e+15 7.26048e+14 1.0644e+15 7.0043e+14 6.94204e+14 7.74648e+14
threshold=10.500000000000002 10.500000000000002 33.101335500000005 39.047276750000002 45.053747000000008 38.058342000000003 10.500000000000002 37.971176850000006 8.5000000000000018 59.990816400000007 59.916647550000008 1.5000000000000002 55.551692500000009 67.990000000000023 59.932719750000011 30.410108300000001 30.388336800000001 55.078308950000007 34.920000000000009 59.896318000000008 59.609407350000005 55.842510000000011 55.601678500000013 30.160599000000001 59.755965500000009 55.993277250000013 56.009576300000013 55.751981950000008 38.905000000000008 55.730000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -3 7 8 28 10 11 19 17 14 15 16 -12 -13 -14 20 21 22 -10 24 -22 -23 -27 -24 -1 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 13 12 18 -15 -16 -17 -18 -19 -20 -21 23 25 27 -25 -26 26 -28 -29 29 -31
leaf_value=-7489.1460339524901 -434073.66184211033 -1505.8502219618581 -61796.674184992284 -1385.5718516891197 2184.3786018338019 24449.217573434922 -1849.0721354021944 1013.180557234501 -27652.442872638647 -26645.653861487135 57984.9894214659 -88.490945513370022 6853.3158669527875 57503.688095172496 -10222.090685516436 -3160.9165819241234 276007.18771453091 32024.694191816743 -17131.752218913392 -87644.827355555797 533052.20202850876 -115885.6403809866 62313.02091968296 -13873.549751287175 61065.950022893529 343410.48458904115 -44769.858459598472 -8625.860909010813 10101.993522360915 -2485.9118510701692
leaf_weight=71468 38 9677 324 298726 352594 19331 949322 2219578 18335 19103 925 43281 18165 4785 8363 1356 437 9823 60898 1582 57 1919 1985 1965 1429 73 2183 4658 101278 94506
leaf_count=71468 38 9677 324 298726 352594 19331 949322 2219578 18335 19103 925 43281 18165 4785 8363 1356 437 9823 60898 1582 57 1919 1985 1965 1429 73 2183 4658 101278 94506
internal_value=0 1142.71 -100875 1196.99 3218.68 15790.7 -213.838 363.645 -2713.12 -7571.16 -5571.48 -8264.73 -4600.62 22666.9 7623.65 62533.1 127938 5851.7 -11621.1 -22430.6 -19266.3 -24647.3 -16954.7 26191.2 79170.4 -70670.2 -32209.1 12571.4 946.454 4025.74
internal_weight=0 680690 362 680328 381602 29008 3.63747e+06 2.68815e+06 468574 201322 182219 166353 132167 15866 11081 2718 1362 53104 79063 34186 32604 29153 24978 3451 1486 4175 2256 6643 267252 195784
internal_count=4318164 680690 362 680328 381602 29008 3637474 2688152 468574 201322 182219 166353 132167 15866 11081 2718 1362 53104 79063 34186 32604 29153 24978 3451 1486 4175 2256 6643 267252 195784
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=5 5 5 5 1 3 1 3 1 1 5 2 6 0 1 3 0 0 1 1 1 0 1 0 1 0 1 5 0 0
split_gain=1.08872e+14 5.63498e+14 4.81082e+14 4.77577e+14 6.11838e+14 4.82076e+14 4.29312e+14 4.15903e+14 5.17639e+14 4.72853e+14 5.1311e+14 4.11924e+14 5.49513e+14 6.74016e+14 9.43036e+14 5.33859e+14 4.98853e+14 8.0189e+14 1.514e+15 2.58895e+15 1.45418e+15 1.40761e+15 1.32696e+15 1.2035e+15 1.16157e+15 1.18451e+15 2.04336e+15 1.14946e+15 1.04064e+15 1.16203e+15
threshold=54.710000000000008 50.005000000000003 46.010000000000012 62.995000000000012 30.451272450000005 5.5000000000000009 37.542000650000013 6.5000000000000009 82.95335685000002 82.784560750000011 40.905000000000008 1.5000000000000002 1.5000000000000002 44.039893800000009 40.810045900000013 4.5000000000000009 55.674875350000008 55.860536450000005 37.39371280000001 37.457850350000008 49.201680550000006 55.899899800000007 37.436176200000013 55.708120100000009 37.362912300000012 55.885524800000006 37.417247200000006 68.52500000000002 55.695992150000002 55.727011600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -2 -4 -1 9 -9 -11 12 -5 14 15 -14 -13 18 28 23 -21 22 24 -20 -19 -26 -27 -25 -18 -30
right_child=3 -3 6 11 -6 -7 -8 8 -10 10 -12 16 13 -15 -16 -17 17 21 19 20 -22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=-2430.31060980448 15160.04166796655 -4652.8681332303377 12951.75320042163 6544.7790017075122 3805.2445437619908 -12194.51828560473 2264.6176431951003 1021.5037228627331 -3206.3986812575704 15060.569270590193 -3128.0856332161302 -1913.0288313593298 203227.82938226033 -12069.897595606961 -1526.8358155765154 58504.583164782816 56042.142889765964 42968.24453674705 -147277.28217013887 17820.350978070986 -17029.526260232975 1753.7074166241612 -13385.204136199438 5569.3143908833354 -160699.49995744822 187674.5099097694 -112510.94098085797 152895.19096860671 -104393.93534304583 -18276.660041556443
leaf_weight=700211 7645 278796 43795 25451 559009 40960 265215 986635 285160 49816 22522 558191 382 82805 2702 766 1435 604 180 68602 14505 294699 12183 688 1766 313 823 2300 1945 8060
leaf_count=700211 7645 278796 43795 25451 559009 40960 265215 986635 285160 49816 22522 558191 382 82805 2702 766 1435 604 180 68602 14505 294699 12183 688 1766 313 823 2300 1945 8060
internal_value=0 -401.868 101.737 627.384 2869.55 -7891.96 3779.27 -454.135 575.331 1593.67 9397.64 -635.942 -6373.92 -10168.2 30733 106662 29.7581 2687.04 10587.4 15120 11737.9 199.901 -28986.5 103845 -83199.3 -109459 -29801.4 118973 -23595.8 -35018.1
internal_weight=0 2.63215e+06 2.35335e+06 1.68601e+06 607614 48605 309010 2.04434e+06 1.34413e+06 1.05897e+06 72338 1.0784e+06 112106 86655 3850 1148 966294 408103 97715 86275 83107 310388 15689 3168 3506 2902 1136 2988 11440 10005
internal_count=4318164 2632150 2353354 1686014 607614 48605 309010 2044344 1344133 1058973 72338 1078400 112106 86655 3850 1148 966294 408103 97715 86275 83107 310388 15689 3168 3506 2902 1136 2988 11440 10005
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 0 1 0 5 0 3 1 2 0 0 1 3 0 1 6 1 1 1 2 5 1 0 0 0 2
split_gain=1.13871e+14 3.90022e+14 3.19413e+14 2.95388e+14 2.86044e+14 2.7972e+14 1.88399e+14 3.45546e+14 3.2636e+14 1.85228e+14 1.78141e+14 2.01807e+14 1.43967e+14 1.41682e+14 1.65092e+14 1.39387e+14 4.16631e+14 3.0865e+14 1.48601e+14 1.36664e+14 1.3378e+14 1.3162e+14 1.55459e+14 1.22172e+14 1.17583e+14 2.65766e+14 3.46422e+14 2.8151e+14 4.03527e+14 5.82947e+14
threshold=32.500000000000007 37.559851850000008 37.597123000000003 55.535913550000011 49.505000000000003 55.664473600000008 37.542000650000013 55.56564190000001 71.715000000000018 55.518428350000008 33.500000000000007 37.726745000000001 26.500000000000004 55.695992150000002 55.842510000000011 37.752451500000006 35.500000000000007 55.826364100000013 37.642309100000013 1.5000000000000002 60.611165000000007 37.855187800000003 37.777459000000007 25.500000000000004 29.610000000000003 37.342273500000012 54.940316550000006 55.87722990000001 55.56564190000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 13 9 15 -6 12 -8 19 -2 21 -12 -5 -3 -15 16 -4 18 -18 -9 -13 22 -7 -22 25 -1 -27 28 -28 -30
right_child=1 2 4 6 5 10 7 8 -10 -11 11 20 -14 14 -16 -17 17 -19 -20 -21 23 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-10339.138726162193 -24014.020237972862 3444.5703125 6623.7082346985553 -7056.5653683767414 66118.893593750006 -46128.914927404025 105431.78904053735 -48286.094830220543 -216125.1683851454 239721.54435568821 54229.917022156093 -56204.326747362669 26118.081509690634 -234615.28874530076 -34794.950390625003 -12915.018050107983 167100.59791217675 379045.30892857141 -46576.274923940808 103273.84483249471 -19631.288222781459 -19380.791397244982 -100053.83503455216 75194.946412641541 160.80226600296362 -6155.42130915694 -852.12729809802534 -3517.8709858806055 919.50109805606212 25497.48624750544
leaf_weight=33796 38 60 1760 5005 280 2068 488 120 72 89 378 785 1771 133 60 2872 87 49 52 118 574 1112 721 178 4060645 75411 40943 49889 19007 19603
leaf_count=33796 38 60 1760 5005 280 2068 488 120 72 89 378 785 1771 133 60 2872 87 49 52 118 574 1112 721 178 4060645 75411 40943 49889 19007 19603
internal_value=0 -7751.21 -19689 9562.57 -17114.5 -31508.6 7026.5 52984.6 -29577.5 160809 -36208.7 -11229.8 1614.08 -130770 -172495 1090.21 21738.6 163239 87163.9 26857.1 -27328.6 -48470.9 -60069.3 2814.28 34.0208 -2123.18 -767.741 2371.04 6064.08 13398.2
internal_weight=0 18870 11169 7701 10916 6096 7574 798 310 127 5816 1915 6776 253 193 4820 1948 188 139 238 1537 3901 2789 752 4.29929e+06 238649 204853 129442 79553 38610
internal_count=4318164 18870 11169 7701 10916 6096 7574 798 310 127 5816 1915 6776 253 193 4820 1948 188 139 238 1537 3901 2789 752 4299294 238649 204853 129442 79553 38610
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 1 1 5 1 0 5 0 0 0 5 0 3 0 5 0 1 3 5 5 1 1 3 6 1
split_gain=1.11278e+14 1.06539e+15 9.74053e+14 1.48924e+15 1.14128e+15 1.09959e+15 9.93003e+14 9.2441e+14 6.828e+14 5.51197e+14 2.52911e+15 1.02177e+15 9.12049e+14 7.04998e+14 6.70979e+14 6.57776e+14 6.38187e+14 5.98338e+14 5.60009e+14 5.49575e+14 5.35557e+14 1.25687e+15 5.27614e+14 6.89301e+14 7.12614e+14 5.25986e+14 5.19099e+14 5.07229e+14 1.23792e+15 2.23896e+15
threshold=59.820733200000006 58.049540950000008 33.101335500000005 30.502469200000004 59.609407350000005 7.5000000000000009 30.346469350000003 30.362552800000003 100.05000000000001 36.546174950000008 55.455204450000004 70.00500000000001 54.934662400000008 55.68356880000001 55.695992150000002 150.04500000000004 44.732363600000006 8.5000000000000018 54.762542150000009 72.010000000000005 57.945214300000011 56.135466100000009 8.5000000000000018 73.010000000000005 125.85000000000001 59.76223980000001 38.422276900000007 5.5000000000000009 1.5000000000000002 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 7 -7 19 26 10 12 13 15 -12 -15 16 -1 -14 22 -3 -11 -22 23 -18 -25 -23 -4 28 29 -6
right_child=-2 2 8 4 27 6 -8 -9 -10 20 11 -13 17 14 -16 -17 18 -19 -20 -21 21 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=47134.811206733277 1552.21321582165 -9083.7147636311038 -84769.58509441292 -44705.12043132299 657243.3113402063 -3373.4170604629016 -55108.44882347469 33616.808361889314 -167842.21176757815 102.64008209530128 -82111.812889366178 -98266.438318703949 20906.816355025741 142717.32149930592 -25108.843443741542 104340.99918546183 712.11507848042584 117870.72495310589 -50177.34644953502 -105204.41626548882 -15043.692138140696 30046.822440061591 -9188.9164459009753 61963.805699925571 -84443.766393407539 -46616.965019860909 -21713.542773965422 35289.319430808013 49341.160775303142 134610.23520295517
leaf_weight=2581 417230 5064 1370 1303 97 7078 7797 7089 337 3731709 2274 2510 1564 242 15276 597 10792 1073 2481 674 10726 20888 29049 3728 365 935 27756 3476 1574 529
leaf_count=2581 417230 5064 1370 1303 97 7078 7797 7089 337 3731709 2274 2510 1564 242 15276 597 10792 1073 2481 674 10726 20888 29049 3728 365 935 27756 3476 1574 529
internal_value=0 -166.019 -12947.3 -1589.24 39696.1 -11990.3 -30491.3 9464.55 -26317 47.6609 -8586.98 -38537.9 3055.05 -30111.7 -22491.6 7.90298 -1263.36 60361.6 -3954.64 -20374.3 214.038 12985.7 -1344.39 13964.7 48907.7 26762.2 -24679.5 59071.5 96647.5 215593
internal_weight=0 3.90093e+06 64144 34681 6979 27702 14875 12827 29463 3.83679e+06 72532 20302 52230 17792 15518 49593 48996 2637 46415 5738 3.76426e+06 32549 43934 14885 4093 21823 29126 5676 2200 626
internal_count=4318164 3900934 64144 34681 6979 27702 14875 12827 29463 3836790 72532 20302 52230 17792 15518 49593 48996 2637 46415 5738 3764258 32549 43934 14885 4093 21823 29126 5676 2200 626
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=3 3 1 3 1 1 6 5 5 5 5 1 0 1 3 0 3 6 1 0 0 6 1 4 2 3 0 1 1 5
split_gain=1.1268e+14 3.26973e+14 9.00156e+14 1.33427e+15 1.23157e+15 1.18118e+15 1.32387e+15 1.64757e+15 1.32024e+15 1.15269e+15 1.26827e+15 9.04435e+14 6.51726e+14 6.4858e+14 6.33066e+14 1.73507e+15 6.82489e+14 5.95437e+14 5.89883e+14 8.49423e+14 3.02245e+15 1.9019e+15 8.05662e+14 7.02762e+14 5.68078e+14 1.02841e+15 5.6231e+14 8.07308e+14 1.88702e+15 5.3897e+14
threshold=15.500000000000002 9.5000000000000018 82.95335685000002 10.500000000000002 39.739656000000004 83.015546400000019 1.5000000000000002 85.020000000000024 39.995000000000012 65.045000000000016 58.005000000000003 82.907204800000002 55.014170500000006 37.098288800000006 12.500000000000002 44.580511600000001 11.500000000000002 1.5000000000000002 37.752451500000006 59.932719750000011 59.916647550000008 1.5000000000000002 30.388336800000001 2.5000000000000004 8.5000000000000018 8.5000000000000018 55.014086100000007 82.966612450000014 82.970752000000019 41.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 13 14 6 8 9 -4 10 -8 29 -9 -3 16 -16 18 -13 19 20 -5 22 -22 -24 -1 -26 27 -10 -29 -6
right_child=-2 2 5 4 11 -7 7 12 26 -11 -12 17 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-150.41359223955337 -802.91267243124719 -3620.9509456745709 -9782.4558023790869 27879.258947952461 506.29748263393043 11052.617069940281 -3841.4562179045556 -64342.736374154862 668.22737993138662 44594.201495544032 -26793.743468920638 55513.857837662013 -2965.0623121685644 10909.916328931666 96854.938756955671 7060.6099502970601 -5631.5624222433453 1902.124952119342 -14033.786662224285 -9123.6626318672243 -151122.55644182477 -5404.3004401347362 314708.00907790498 594692.07633587788 -152791.429357152 -8660.2984500875536 -1217.8915900265745 66941.329236163991 11087.258935030484 -15350.687929554122
leaf_weight=1875579 1244241 34928 89825 8636 29619 64162 84571 7813 53830 3942 33655 3358 2222 254789 2186 137907 85426 5408 5012 4604 28 197 284 131 499 62546 86850 6854 51486 77576
leaf_count=1875579 1244241 34928 89825 8636 29619 64162 84571 7813 53830 3942 33655 3358 2222 254789 2186 137907 85426 5408 5012 4604 28 197 284 131 499 62546 86850 6854 51486 77576
internal_value=0 324.997 1672.72 4105.39 43.3222 -1586.58 -3512.63 -11801 280.919 -8601.51 -10375.2 -8443.76 -50752.2 9158.09 4070.02 8461.75 -1827.81 22439.2 15372 25990.3 43418.6 253103 368059 403089 -464.258 -9801.09 4822.89 9500.09 17649.2 -10969.3
internal_weight=0 3.07392e+06 1.1353e+06 650089 360372 485210 421048 132203 288845 122168 118226 115961 10035 289717 244411 140093 104318 8766 18892 13880 9276 640 443 415 1.93862e+06 63045 199020 112170 58340 107195
internal_count=4318164 3073923 1135299 650089 360372 485210 421048 132203 288845 122168 118226 115961 10035 289717 244411 140093 104318 8766 18892 13880 9276 640 443 415 1938624 63045 199020 112170 58340 107195
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=1 1 1 0 5 0 1 0 0 1 5 1 1 1 0 1 1 1 0 5 0 5 5 1 5 0 0 0 1 3
split_gain=1.08912e+14 1.61014e+15 1.26192e+15 1.15317e+15 1.05734e+15 9.48682e+14 7.90811e+14 1.10862e+15 1.21478e+15 1.72986e+15 1.12269e+15 1.00261e+15 1.66761e+15 1.28198e+15 1.41666e+15 1.24538e+15 1.92955e+15 1.27614e+15 1.1637e+15 1.02954e+15 9.98448e+14 1.32113e+15 9.79843e+14 9.38558e+14 1.47757e+15 9.9107e+14 1.1672e+15 9.48825e+14 1.35618e+15 1.2767e+15
threshold=65.520339550000017 60.837513500000007 65.565203050000022 57.265292900000006 107.05000000000001 55.061033200000004 60.58031445000001 56.791364150000007 56.876792350000009 60.601268000000012 66.040000000000006 57.550671000000001 60.08989780000001 55.912026600000011 53.516665650000007 50.888703650000004 49.073956850000009 46.037218400000008 57.117834900000013 110.05000000000001 54.811549550000009 76.00500000000001 88.015000000000015 49.148175700000003 56.005000000000003 53.310923100000004 55.784980300000008 53.145783300000012 50.227799100000006 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -3 11 -8 9 10 -9 13 22 15 -15 16 17 -1 -14 -17 21 -16 -13 24 -18 27 -27 -25 29 -29
right_child=2 3 -4 -5 -6 -7 7 8 -10 -11 -12 12 18 14 20 19 23 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=111.18015585378589 20192.364867083797 -60581.501464416477 266.94491109555969 -60957.433141192923 -68360.822561550885 -6433.4616823771303 -9881.6788283094702 36026.731022740918 -4979.4926088412749 15410.972371193689 111806.8086265679 -25882.929069317281 3261.618399703068 -39122.359751511613 20862.731235123636 -9036.6314314512529 9485.3293883111965 -10088.472628228385 -42705.322907647991 -95290.239745535713 5253.7487248409234 80042.273574674386 -137613.30790699457 -16777.303513622777 49174.952946163969 -9200.1828182656718 12039.190345504745 47377.371262307017 -2672.8511241634196 -6429.8056382352279
leaf_weight=2276405 32698 3314 1137976 4396 2935 136776 23500 5065 21513 44407 3184 31434 60204 5021 32361 119981 26881 129654 6062 1400 42666 4270 805 6608 14407 54624 49159 22050 12896 5512
leaf_count=2276405 32698 3314 1137976 4396 2935 136776 23500 5065 21513 44407 3184 31434 60204 5021 32361 119981 26881 129654 6062 1400 42666 4270 805 6608 14407 54624 49159 22050 12896 5512
internal_value=0 -306.284 823.48 -10509.5 -8958.92 -7714.4 195.093 9045.65 15042.7 23222.9 65276.8 -102.739 -10018.8 245.627 12389.3 -130.877 331.653 -438.443 -943.428 -10031.5 15651 27761.2 -28672.8 9975.27 23334.6 6318.77 860.293 18355 24093.2 36616.7
internal_weight=0 3.14749e+06 1.17067e+06 147421 143025 140090 3.00007e+06 97669 74169 52656 8249 2.9024e+06 98505 2.8039e+06 84318 2.71958e+06 2.5982e+06 2.40606e+06 66266 121381 79297 36631 32239 192137 41288 150849 103783 47066 40458 27562
internal_count=4318164 3147490 1170674 147421 143025 140090 3000069 97669 74169 52656 8249 2902400 98505 2803895 84318 2719577 2598196 2406059 66266 121381 79297 36631 32239 192137 41288 150849 103783 47066 40458 27562
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 5 1 3 0 1 1 0 3 0 0 0 0 0 1 1 1 0 1 0 6 5 0 1 1 3
split_gain=1.21626e+14 3.32305e+14 3.55911e+14 7.50254e+14 3.87186e+14 3.45867e+14 4.93124e+14 9.26957e+14 8.32135e+14 7.6938e+14 1.44196e+15 1.56563e+15 8.76683e+14 7.75286e+14 2.12877e+15 1.31787e+15 1.26323e+15 1.20698e+15 2.69917e+15 1.67942e+15 1.12528e+15 1.77101e+15 1.56323e+15 9.78975e+14 8.94561e+14 8.49717e+14 7.42937e+14 2.0915e+15 9.61836e+14 8.20509e+14
threshold=15.500000000000002 43.592450450000008 45.013473000000012 45.053747000000008 55.005000000000003 39.355000000000011 30.278357500000002 21.500000000000004 60.063729500000008 37.66934650000001 37.642309100000013 55.619594000000006 17.500000000000004 59.904813200000007 59.834458500000004 55.975961550000008 55.899899800000007 55.86787755000001 37.436176200000013 37.362912300000012 37.475443250000005 55.87722990000001 37.533784800000006 55.885524800000006 1.5000000000000002 84.030000000000015 59.990816400000007 30.434657650000002 30.434657650000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 7 -7 -9 10 13 -12 -13 14 15 16 17 -8 19 -19 21 24 -22 -21 -20 -17 28 -28 29 -15
right_child=1 2 3 5 -6 6 9 8 -10 -11 11 12 -14 26 -16 25 -18 18 20 23 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=337.65157738349063 25209.682432453596 -2377.8107433673699 12028.556369653534 1687.4755611026212 -20469.03080855681 -29625.292424956322 5568.2049461477982 7594.6259597159778 -119235.90387102075 -3615.3104912670797 -78966.051525555318 37845.462421869706 135826.96566698444 -84143.897857808755 35274.769747483078 -18047.405594550364 42058.70876961141 167645.67614274946 551289.46770833328 -148905.62497646429 -82000.912200622988 13809.447045954434 13693.467428041849 -40548.436327391617 137013.79928939496 -95957.007832189789 20274.758501640754 -47742.646978037686 8501.3572763550455 -25234.534679219327
leaf_weight=3073923 4880 31552 45339 322446 18926 17910 109113 15640 535 566986 679 1843 1810 2929 20816 15386 8387 228 117 2446 2183 436 7830 1265 94 1540 17722 6069 6869 12265
leaf_count=3073923 4880 31552 45339 322446 18926 17910 109113 15640 535 566986 679 1843 1810 2929 20816 15386 8387 228 117 2446 2183 436 7830 1265 94 1540 17722 6069 6869 12265
internal_value=0 -834.175 -936.723 -587.54 -9160.85 -1087.74 -2177.57 -13953.4 3399.61 -1667.57 3351.55 60475.1 86393.6 2204.29 5319.43 1135.23 4501.39 1955.21 -25048.3 -95784.1 1089.39 128904 -7169.49 -111969 366731 -25136 -9334.06 2923.76 -22551.9 -36590.7
internal_weight=0 1.24424e+06 1.23936e+06 1.18888e+06 50478 1.14354e+06 821098 34085 16175 787013 220027 4332 3653 215695 169841 149025 132099 123712 14599 3939 10660 647 10013 3711 211 16926 45854 23791 22063 15194
internal_count=4318164 1244241 1239361 1188883 50478 1143544 821098 34085 16175 787013 220027 4332 3653 215695 169841 149025 132099 123712 14599 3939 10660 647 10013 3711 211 16926 45854 23791 22063 15194
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 0 1 3 3 1 3 2 1 1 0 1 0 0 6 0 0 1 0 1 1 0 1 0 1 5
split_gain=1.24012e+14 2.13228e+14 5.72344e+14 5.44202e+14 2.70313e+14 5.15147e+14 7.32309e+14 1.38146e+15 1.00107e+15 1.03766e+15 6.01624e+14 5.28175e+14 4.16322e+14 7.87192e+14 1.33086e+15 9.09527e+14 8.47221e+14 5.23112e+14 4.83959e+14 9.86098e+14 6.6919e+14 5.04517e+14 4.73852e+14 2.00676e+15 4.48905e+14 5.35944e+14 1.11028e+15 1.10323e+15 1.1058e+15 6.09864e+14
threshold=23.500000000000004 60.063729500000008 60.042666650000008 30.259484550000003 55.784980300000008 55.74310830000001 37.533784800000006 26.500000000000004 25.500000000000004 37.869926150000005 29.500000000000004 19.500000000000004 37.314272700000011 37.436176200000013 55.708120100000009 37.39371280000001 55.576287050000012 55.719391050000006 1.5000000000000002 55.664473600000008 55.601678500000013 37.328003200000005 55.695992150000002 37.944765900000007 37.533784800000006 55.645049100000001 37.620907050000007 55.576287050000012 37.944765900000007 54.035000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 12 7 11 9 -8 -10 -7 -2 14 16 -16 -14 22 -18 20 -20 -21 24 -24 -15 27 -27 -26 -29 -28
right_child=1 3 -4 -5 -6 6 8 -9 10 -11 -12 -13 13 17 15 -17 18 -19 19 21 -22 -23 23 -25 25 26 29 28 -30 -31
leaf_value=153.56750935500514 32876.205644806396 -116225.8124824327 21162.989312797174 -11046.022577604757 -5578.242562276223 73712.294095802441 -56655.273820085349 5364.2513612679077 73967.530812424477 27528.780350880199 -20138.241844716445 177578.22314032633 213582.10036998225 38038.517754704648 -198857.78102072014 137405.46532424926 -68534.515954950926 -32733.519572764315 -80506.63204262362 -42548.915309334028 108982.2220554048 -213223.32567774339 4804.0419923931058 147475.78567529167 -1429.075396858756 135501.11621741301 -5424.5922861728632 68743.002225300283 -80490.80522512336 -48101.530421280237
leaf_weight=3990478 3480 542 10747 5324 139524 1443 3617 3136 2295 2460 965 741 123 2905 92 640 4826 4852 249 858 741 217 7683 1131 110781 443 7155 3852 570 6294
leaf_count=3990478 3480 542 10747 5324 139524 1443 3617 3136 2295 2460 965 741 123 2905 92 640 4826 4852 249 858 741 217 7683 1131 110781 443 7155 3852 570 6294
internal_value=0 -1870.11 -1525.71 -20764.3 -2309.56 348.913 18277.6 47890 1405.24 -22577.1 46111.1 108953 -1326.01 -2101.85 -33165.4 95142.9 -46556 -450 -51199.3 -10686.1 61322.9 -77001.3 662.387 23111.5 -836.6 -1711.4 -20266.1 526.062 49506.6 -25397
internal_weight=0 327686 321820 5866 311073 171549 14657 5320 9337 6077 3260 2184 156892 153412 7746 732 7014 145666 6891 2065 990 1075 140814 8814 132000 129095 13892 115203 4422 13449
internal_count=4318164 327686 321820 5866 311073 171549 14657 5320 9337 6077 3260 2184 156892 153412 7746 732 7014 145666 6891 2065 990 1075 140814 8814 132000 129095 13892 115203 4422 13449
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=0 1 0 6 3 1 5 2 5 5 1 2 5 3 4 1 5 1 5 5 5 0 3 5 4 2 1 1 0 5
split_gain=1.11883e+14 3.89524e+14 4.49445e+14 4.48606e+14 8.51704e+14 6.86547e+14 7.70564e+14 3.97264e+14 3.93699e+14 3.66332e+14 3.49639e+14 2.99837e+14 2.94052e+14 2.90548e+14 2.79045e+14 2.13247e+14 2.22219e+14 2.11917e+14 2.08951e+14 3.78018e+14 1.76e+14 1.74596e+14 1.6588e+14 1.63368e+14 2.29897e+14 1.62963e+14 1.39439e+14 1.68887e+14 2.51762e+14 2.13184e+14
threshold=43.465905150000005 40.810045900000013 43.056445700000005 1.5000000000000002 11.500000000000002 39.925119750000007 31.010000000000002 4.5000000000000009 57.005000000000003 87.395000000000024 47.854228500000012 1.5000000000000002 89.00500000000001 24.500000000000004 2.5000000000000004 39.925119750000007 68.52500000000002 43.048525950000005 38.210000000000008 34.920000000000009 128.92000000000004 42.966471700000007 20.500000000000004 64.020000000000024 1.5000000000000002 9.5000000000000018 47.854228500000012 47.473138800000008 42.966471700000007 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 8 22 -7 10 -1 17 14 12 -5 15 23 -13 -17 -4 19 -8 -16 -22 -6 24 -3 26 27 -9 -29 -30
right_child=-2 2 9 11 5 6 18 25 -10 -11 -12 13 -14 -15 20 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-3664.6113551548551 -53.871649576908467 845.89019430001576 -78585.038544594994 48250.531712211792 11133.036552734375 804372.31174665177 82776.538688858695 -16651.686510341642 190176.93145426433 -89283.483027540729 -28745.777004845993 -14725.726017458272 290861.81820537866 216955.78528846154 32843.641908272584 8647.7636193173912 67173.076646151763 -7749.4936976436747 173343.41657733201 601776.02293836814 8842.9979776503169 136125.04985193125 200572.83590745192 -9571.0986931863736 35597.718837940389 -29668.436585505937 -41883.683445965471 -3342.0773835583855 17282.290480929889 84159.666075989706
leaf_weight=826 4270332 3840 478 1272 160 28 23 3924 120 818 1671 3304 52 65 4348 3832 781 3627 133 36 158 339 65 2972 3775 2729 845 5241 1709 661
leaf_count=826 4270332 3840 478 1272 160 28 23 3924 120 818 1671 3304 52 65 4348 3832 781 3627 133 36 158 339 65 2972 3775 2729 845 5241 1709 661
internal_value=0 4809.54 -33.8239 21623.4 74592.1 188682 314295 4267.01 20924.2 -28174.9 14704.9 13706 57779.1 6395.48 19409.8 4666.74 18556.3 -15997.8 242825 399454 39287.5 95661.1 65860.1 10313.1 18073.5 -7548.41 -2672.36 200.08 8888.34 35934.6
internal_weight=0 47832 37135 10697 1391 445 220 32212 946 4923 17103 9306 1324 7982 15432 7917 4613 4105 192 59 4845 497 225 10587 7615 15109 12380 11535 7611 2370
internal_count=4318164 47832 37135 10697 1391 445 220 32212 946 4923 17103 9306 1324 7982 15432 7917 4613 4105 192 59 4845 497 225 10587 7615 15109 12380 11535 7611 2370
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=1 0 6 3 1 3 1 3 4 3 0 1 1 0 5 1 0 0 3 0 1 1 0 0 0 0 0 0 1 0
split_gain=1.01318e+14 2.12142e+14 2.50376e+14 1.73691e+14 1.78835e+14 1.73056e+14 1.76802e+14 2.35414e+14 1.86516e+14 1.81286e+14 1.72839e+14 1.67042e+14 2.02441e+14 6.012e+14 2.25431e+14 2.20137e+14 3.45972e+14 1.85064e+14 1.97875e+14 1.98394e+14 1.63861e+14 4.01265e+14 3.19149e+14 6.42125e+14 5.64941e+14 4.51179e+14 3.22693e+14 3.91033e+14 3.40222e+14 3.16159e+14
threshold=113.46563545000002 61.674413550000004 1.5000000000000002 3.5000000000000004 114.17164950000002 17.500000000000004 114.17164950000002 13.500000000000002 2.5000000000000004 9.5000000000000018 51.83362145000001 104.38035940000002 103.85249100000001 52.485928400000006 68.00500000000001 93.043229050000022 51.83362145000001 51.717367500000009 6.5000000000000009 51.83362145000001 91.398302750000013 84.920232800000022 56.367862600000002 55.455204450000004 56.635684300000008 56.197733450000008 55.141517900000004 52.056565900000003 86.067573200000012 53.516665650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -3 -5 6 9 8 -8 10 -4 12 15 14 -14 20 -17 -13 19 -19 21 -1 23 26 -24 -25 27 -23 -28 -22
right_child=1 3 5 4 -6 -7 7 -9 -10 -11 -12 17 13 -15 -16 16 -18 18 -20 -21 29 22 24 25 -26 -27 28 -29 -30 -31
leaf_value=15.016826522953052 41983.730705328671 -13272.70219401356 -92676.357066932091 -10865.710270908352 41515.454848312838 91384.196112698235 -3878.0660591208525 90723.664268311753 -33965.502786768193 -19503.280790276018 13411.432176483793 -72538.41692165799 20723.364357260321 -13573.9711614112 62545.107994570717 59686.131135297008 -16684.954194439775 17089.624987215881 -32668.766166639103 -11493.789921995502 -38101.306247146123 35968.221639262767 56951.280578794634 -68388.072303940658 -27369.047684612626 -4546.8159878372799 -26912.535756007677 -20648.36939436281 9977.7449761328389 5787.4704154960273
leaf_weight=4133765 1448 1036 156 793 3660 201 5605 216 3258 2276 9866 468 7219 5671 1569 623 12391 3477 2763 8051 1681 1315 1834 3184 1402 1697 3095 16869 13004 69571
leaf_count=4133765 1448 1036 156 793 3660 201 5605 216 3258 2276 9866 468 7219 5671 1569 623 12391 3477 2763 8051 1681 1315 1834 3184 1402 1697 3095 16869 13004 69571
internal_value=0 5941.1 1729.83 23607.1 32187.3 -971.426 -1839.81 -12424.3 -14938.1 5974.16 11760.1 -39.4929 -2.82648 11809.8 28190.2 -42.9159 -13029 -10659.8 -8633.38 -2872.65 -3.12692 -84.2575 -9762.95 -12256.8 20419.4 -46192.1 -7425.34 -16554.1 2885.66 4752.03
internal_weight=0 28515 23026 5489 4453 21578 21377 9079 8863 12298 10022 4.28965e+06 4.27489e+06 14459 8788 4.26043e+06 13014 14759 14291 11528 4.24742e+06 4.17616e+06 42400 39164 3236 4881 34283 18184 16099 71252
internal_count=4318164 28515 23026 5489 4453 21578 21377 9079 8863 12298 10022 4289649 4274890 14459 8788 4260431 13014 14759 14291 11528 4247417 4176165 42400 39164 3236 4881 34283 18184 16099 71252
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=3 1 0 1 3 1 5 1 1 0 1 0 1 0 1 0 0 5 1 0 1 1 0 0 0 0 0 2 2 6
split_gain=1.01794e+14 2.06088e+14 8.71895e+14 7.68956e+14 6.17454e+14 4.42682e+14 4.22354e+14 3.82045e+14 8.22962e+14 2.13362e+15 5.67218e+14 1.5346e+15 5.04352e+14 8.18819e+14 6.12366e+14 6.65309e+14 5.483e+14 6.58932e+14 8.29033e+14 4.37301e+14 4.24837e+14 5.73607e+14 4.05386e+14 3.87484e+14 3.65796e+14 4.13543e+14 9.35306e+14 6.52821e+14 4.69558e+14 3.62354e+14
threshold=23.500000000000004 82.911991800000024 55.043101600000007 82.975438000000011 24.500000000000004 82.964402850000013 120.05000000000001 39.071052600000009 37.944765900000007 56.143542450000005 37.971176850000006 55.708120100000009 37.777459000000007 55.762622900000004 37.855187800000003 55.777112100000004 55.745923000000012 80.00500000000001 37.889331900000009 55.56564190000001 38.096381250000007 38.959914000000005 56.911498950000002 55.701368300000006 54.978840000000005 55.034903650000011 55.030402950000003 4.5000000000000009 24.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 -3 24 8 12 10 11 -10 29 16 15 -15 17 18 -14 -20 -12 -22 -9 -21 -6 26 -26 -27 -28 -2
right_child=1 2 -4 -5 6 -7 -8 22 9 -11 20 -13 13 14 -16 -17 -18 -19 19 23 21 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=139.13203223234368 -3698.6948966117629 63398.475290612507 -13266.801393018011 -16542.435717260036 -7406.3945044882457 204828.92512977141 -66021.763704330209 -9664.6096692450919 132577.17268178772 378411.1543615798 -49261.973183152244 -75340.99139579547 -21191.687182650134 -135875.73211064533 -82914.631254342268 10917.848906628284 57121.36982739986 -84925.560182644171 394568.82045454549 10622.209958002191 54847.223630322122 6920.7272758790659 16523.195466019442 79609.059534920903 38316.77522514559 -74918.511821145323 165094.69390206813 30665.847909923265 639288.78409090918 6635.1241324901785
leaf_weight=3990478 106580 860 14390 4713 2514 298 504 86260 1195 163 1117 505 9796 369 2820 1891 1274 1122 33 3040 2941 16551 6346 1112 8053 794 411 2231 22 49781
leaf_count=3990478 106580 860 14390 4713 2514 298 504 86260 1195 163 1117 505 9796 369 2820 1891 1274 1122 33 3040 2941 16551 6346 1112 8053 794 411 2231 22 49781
internal_value=0 -1694.32 5582.26 18878.2 29520 99794.2 23919 -2558.62 -102.836 17928.5 15294.6 70813.2 -2381.57 -16758.3 -51833 -13049.8 -5878.37 -11192.7 -5275.46 31980.3 10715 14152 -7870.04 29098.5 27151.1 34698.4 46015 2952.13 189188 -408.694
internal_weight=0 327686 34790 20400 15687 1158 14529 292896 200290 22472 22309 1700 177818 21457 5080 2260 16377 15103 13981 4185 20609 19492 92606 4152 14025 11511 8486 3025 433 156361
internal_count=4318164 327686 34790 20400 15687 1158 14529 292896 200290 22472 22309 1700 177818 21457 5080 2260 16377 15103 13981 4185 20609 19492 92606 4152 14025 11511 8486 3025 433 156361
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=1 1 1 0 5 0 0 1 1 0 0 3 6 3 5 3 3 3 6 3 5 1 1 1 0 1 5 3 0 1
split_gain=9.68738e+13 1.58172e+15 1.31446e+15 1.43651e+15 1.41931e+15 8.0889e+14 7.17681e+14 9.39511e+14 7.71854e+14 1.01755e+15 1.23815e+15 8.34458e+14 7.46192e+14 7.38253e+14 5.93112e+14 5.48475e+14 7.08563e+14 4.94272e+14 4.88647e+14 1.05236e+15 1.02224e+15 8.33661e+14 1.64514e+15 1.1715e+15 1.0098e+15 8.64289e+14 7.5922e+14 7.48489e+14 7.25296e+14 1.62504e+15
threshold=48.712293450000011 49.201680550000006 47.282206100000003 46.672631750000008 100.05000000000001 57.945214300000011 55.751981950000008 49.111504200000006 49.148175700000003 55.820531900000013 55.777112100000004 8.5000000000000018 1.5000000000000002 19.500000000000004 64.020000000000024 17.500000000000004 19.500000000000004 22.500000000000004 1.5000000000000002 9.5000000000000018 79.730000000000018 50.888703650000004 49.964253350000007 52.307266200000008 55.388132500000005 50.227799100000006 44.905000000000008 17.500000000000004 54.648549400000007 83.663637000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -4 14 6 -2 15 9 10 -9 12 -12 -11 -5 -8 -17 -18 19 20 -3 22 24 -23 -20 -24 -21 -28 29 -25
right_child=1 18 3 4 -6 -7 7 8 -10 13 11 -13 -14 -15 -16 16 17 -19 21 26 -22 23 25 28 -26 -27 27 -29 -30 -31
leaf_value=15.181142408038504 -9413.1531093022986 11941.121226329926 5975.8077941636711 -15269.432428534848 -146083.81833368659 157342.53327057831 11670.984795423266 15044.807343664152 16131.315653719428 8570.3477457533645 329117.4683765244 67042.21465065665 127483.43428517073 159557.88741265351 -42845.76537069818 -37647.602260720349 68476.826350018149 -11060.317572357892 -38451.605685241499 -3258.7699646909773 61573.528092430002 -28519.043076547907 31855.92112310222 -23085.101151254759 789.33816978145785 6710.1842785390227 7104.3490230701127 -4035.0571083525938 -567.18699758414004 -1150.6870300109404
leaf_weight=2308141 12714 38301 26958 44148 910 388 31489 2855 24286 6433 205 3493 1753 341 9473 5696 1305 1947 8631 233562 4654 16386 26537 48613 27300 28188 235856 81048 975883 110670
leaf_count=2308141 12714 38301 26958 44148 910 388 31489 2855 24286 6433 205 3493 1753 341 9473 5696 1305 1947 8631 233562 4654 16386 26537 48613 27300 28188 235856 81048 975883 110670
internal_value=0 527.236 -425.502 -12907.7 -22242.9 13257.1 12652.8 16168.3 27165.2 44935.1 68393.8 96335.7 148594 16171 -20141.2 5462.69 -16385 20857.3 -117.049 2243.54 17318.6 -1244.74 7988.22 -1971.6 -8636.74 18903.7 1067.18 4255.45 -1588.39 -7845.05
internal_weight=0 1.92853e+06 2.38963e+06 81489 54531 92905 92517 79803 39366 15080 8306 5451 1958 6774 53621 40437 8948 3252 1.83563e+06 593421 42955 1.24221e+06 90656 1.15155e+06 35931 54725 550466 316904 1.13517e+06 159283
internal_count=4318164 1928534 2389630 81489 54531 92905 92517 79803 39366 15080 8306 5451 1958 6774 53621 40437 8948 3252 1835629 593421 42955 1242208 90656 1151552 35931 54725 550466 316904 1135166 159283
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=5 5 2 3 5 3 3 1 1 0 0 1 0 6 1 5 4 3 5 3 3 0 0 0 0 0 0 1 4 1
split_gain=1.13203e+14 3.38462e+14 2.57285e+14 5.29069e+14 6.47187e+14 3.98538e+14 3.62777e+14 3.22302e+14 1.06708e+15 7.11365e+14 1.85972e+15 6.05189e+14 7.64003e+14 4.81088e+14 4.68373e+14 4.66299e+14 4.61323e+14 4.86466e+14 6.16573e+14 4.35115e+14 8.35912e+14 1.44584e+15 5.77472e+14 8.2879e+14 4.60605e+14 4.89953e+14 4.4798e+14 4.16344e+14 4.14735e+14 4.7272e+14
threshold=87.00500000000001 82.00500000000001 1.5000000000000002 8.5000000000000018 89.00500000000001 3.5000000000000004 1.5000000000000002 37.832345550000007 37.998366300000008 55.91302515000001 59.834458500000004 37.620907050000007 44.678200800000006 1.5000000000000002 30.502469200000004 92.035000000000011 2.5000000000000004 5.5000000000000009 225.45000000000002 16.500000000000004 7.5000000000000009 60.003414000000006 59.882016200000002 59.916647550000008 59.863160500000006 59.990816400000007 60.017447350000005 30.160599000000001 1.5000000000000002 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 -2 9 -9 11 13 -7 -13 -11 19 -14 17 18 -10 20 21 22 -12 -24 -22 -26 28 -15 -21 -30
right_child=2 -3 5 4 -6 7 -8 8 16 10 14 12 15 27 -16 -17 -18 -19 -20 26 24 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-2.6658941750542855 -50714.924197215645 6215.2968029424928 -24984.035754911063 -3737.1478142137985 -48744.07470636069 9193.1844025120645 10286.491662770855 -47401.052044152391 -68251.054405542251 -101995.66523228236 63249.520816299657 -62520.225637421878 19409.309510195617 -145379.51023317309 -56813.239870507474 75412.778685283731 -2717.5487975586507 21822.730325149481 79013.663143394166 -110166.65047633031 -20595.388481317736 103232.54961620498 -144653.77881910012 -23716.563436099925 56755.491364176924 1982.5132188489822 -37405.645887833794 -26468.218441090397 -34744.322529298865 29622.587945477004
leaf_weight=3947004 1082 89527 6759 6543 6244 23890 9849 5141 1286 1750 623 625 2446 325 1146 3791 166893 13450 365 286 1263 983 646 4614 6937 2136 3448 3132 1535 4445
leaf_count=3947004 1082 89527 6759 6543 6244 23890 9849 5141 1286 1750 623 625 2446 325 1146 3791 166893 13450 365 286 1263 983 646 4614 6937 2136 3448 3132 1535 4445
internal_value=0 135.244 -1938.39 -11905.4 -25714.4 -1021.82 4248.29 -376.959 -2472.25 5747.62 -4386.87 16711.6 42886.9 -59273.9 5797.61 53449.6 -1203.09 15534.4 -35694 8463.39 18017.8 -9028.91 -27786.9 -38569.3 35984.5 43860.6 -8456.09 -37647.3 7474.02 13100.3
internal_weight=0 4.03653e+06 281633 23718 12787 257915 10931 251156 187135 64021 33269 30752 6862 5207 28062 6237 181994 15101 1651 26916 17202 6866 5883 5260 10336 9073 9714 3457 6266 5980
internal_count=4318164 4036531 281633 23718 12787 257915 10931 251156 187135 64021 33269 30752 6862 5207 28062 6237 181994 15101 1651 26916 17202 6866 5883 5260 10336 9073 9714 3457 6266 5980
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=5 4 1 4 3 4 1 6 1 4 1 0 0 0 1 3 0 0 0 3 0 1 0 2 1 1 2 1 2 1
split_gain=9.56367e+13 5.09604e+14 4.5066e+14 6.73192e+14 2.8811e+14 2.64377e+14 2.57635e+14 2.16753e+14 3.74552e+14 1.9644e+14 1.83375e+14 1.79979e+14 2.99456e+14 6.25845e+14 3.19065e+14 2.8304e+14 3.50689e+14 2.78114e+14 2.63175e+14 4.36406e+14 3.88005e+14 2.74999e+14 3.64117e+14 2.42313e+14 2.31196e+14 2.81655e+14 2.66498e+14 2.17076e+14 3.61605e+14 3.10668e+14
threshold=177.02500000000003 3.5000000000000004 38.911476500000006 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 38.969379750000009 1.5000000000000002 30.160599000000001 1.5000000000000002 83.140147550000009 45.040161900000008 53.340367100000002 53.973051950000006 83.761389800000003 4.5000000000000009 55.993277250000013 54.725565150000001 55.793358600000012 7.5000000000000009 55.601678500000013 65.58467570000002 56.143542450000005 3.5000000000000004 82.933113850000026 61.42204370000001 15.500000000000002 60.58031445000001 8.5000000000000018 60.628582700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 9 -4 -3 -1 -5 8 -7 -2 -8 -6 -13 14 -14 16 -15 -17 19 -19 24 27 -23 -18 25 -21 -26 -20 -29 -30
right_child=1 4 3 6 11 7 10 -9 -10 -11 -12 12 13 15 -16 17 23 18 21 20 -22 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=18.566666381554629 -163389.58072763484 -258084.53565848214 238692.89614829674 134002.4459107545 -9478.5730737438407 303255.10705566406 -11581.364145928652 -19763.211411920347 16152.582143921472 -53487.09239183864 -108169.97179537937 91462.440011682644 -298759.87000363372 132474.82066036641 120554.62153532611 240215.29352272727 -26010.79240404212 -87984.336796106931 30286.972356171307 10213.946230014535 -143741.98270253415 75802.506822183102 -243346.40479329429 267706.27258064516 30046.746908143938 207717.94526784014 -241461.27491987182 184332.9901109096 191008.01989583333 -136698.25996334877
leaf_weight=4298692 255 35 111 111 970 48 1715 10038 852 449 222 852 86 539 23 55 299 534 752 129 119 71 72 31 495 164 39 280 45 81
leaf_count=4298692 255 35 111 111 970 48 1715 10038 852 449 222 852 86 539 23 55 299 534 752 129 119 71 72 31 495 164 39 280 45 81
internal_value=0 10575.6 -23816.5 -1161 27938.5 -20.9421 -14160.9 -15548.1 31464.7 -93295.5 -22651.4 29714.7 37862.5 25888.9 -210281 32836.9 82768.2 17537.1 13133.2 -15709.1 25089 45943.8 -84887.9 1580.81 49382.7 120762 10217.5 62100 121025 -19660.3
internal_weight=0 8534 2863 2159 5671 4.30963e+06 2048 10938 900 704 1937 5636 4666 3814 109 3705 869 2836 2781 1480 946 1301 143 330 827 293 534 1158 406 126
internal_count=4318164 8534 2863 2159 5671 4309630 2048 10938 900 704 1937 5636 4666 3814 109 3705 869 2836 2781 1480 946 1301 143 330 827 293 534 1158 406 126
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=2 3 0 0 5 0 1 0 5 6 5 5 2 1 1 1 3 1 1 5 1 0 0 0 0 0 0 1 0 3
split_gain=9.35386e+13 2.01548e+14 1.80502e+14 2.30352e+14 1.9586e+14 1.78563e+14 1.39695e+14 1.30072e+14 2.14571e+14 1.44442e+14 1.22408e+14 1.21811e+14 2.60895e+14 1.64769e+14 1.18506e+14 2.51202e+14 1.13031e+14 4.72536e+14 1.44912e+15 1.3146e+15 1.1745e+15 9.10072e+14 2.28537e+15 9.00025e+14 8.86944e+14 6.58626e+14 7.9178e+14 7.10563e+14 6.41871e+14 1.32625e+15
threshold=20.500000000000004 32.500000000000007 55.56564190000001 55.551692500000009 35.710000000000008 55.727011600000004 37.436176200000013 55.695992150000002 74.610000000000014 1.5000000000000002 87.00500000000001 177.02500000000003 24.500000000000004 38.92948375000001 37.417247200000006 37.542000650000013 10.500000000000002 39.614024000000008 39.899261850000009 54.035000000000004 39.262370300000008 57.60800230000001 57.641335050000002 45.133160800000006 55.68356880000001 45.073740550000004 44.226894250000008 38.950530550000003 55.719391050000006 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -3 -4 7 -7 14 9 -9 -8 -2 13 -13 -6 -16 17 20 19 23 25 -21 -23 -19 -22 26 -1 -28 -20 -30
right_child=11 2 4 -5 5 6 10 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 28 21 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-43773.689793137804 3162.1880921414186 -2740.1269198210343 18139.514813977985 98670.9361678274 -172719.2849158654 38740.060402186544 -13886.432043183182 -91683.321177800754 37072.491298004519 124049.24052734376 -70540.959132688949 -100999.27726966595 -81855.993565912358 154141.4636630418 159071.93241666668 -29029.917256327462 -711.31079074111631 -15553.935625046937 -945.97353020463333 17195.967468000374 -14621.700753459329 101920.76973637212 3796.4987022902701 8399.9063967723323 -67098.882366268153 -2544.5222953030348 -814.45425980932316 13364.961050434598 934.17478578037117 13655.631994653089
leaf_weight=3260 78617 851 1317 304 52 469 5129 1030 166 32 412 29 87 199 75 1330 1539620 19212 1179704 42023 13448 4616 4886 85459 4235 616957 72754 68727 474087 99077
leaf_count=3260 78617 851 1317 304 52 469 5129 1030 166 32 412 29 87 199 75 1330 1539620 19212 1179704 42023 13448 4616 4886 85459 4235 616957 72754 68727 474087 99077
internal_value=0 -63.5081 -13480.3 23951.6 -17798.5 -23241.9 -13663.4 -44681.9 -68656.5 -85182.9 -18099 3410.85 65472.1 121689 -24475.5 -18988.9 -28.0722 363.205 1210.3 10439.9 -1711.72 23515.6 51464.5 4003.26 -27189.8 -1120.24 4950.75 6073.46 387.862 3133.2
internal_weight=0 4.23923e+06 11167 1155 10012 8695 6010 2685 1228 1062 5541 78932 315 228 1457 1405 4.22806e+06 2.68844e+06 1.90906e+06 156196 779381 51525 9502 104671 17683 761698 144741 141481 1.75287e+06 573164
internal_count=4318164 4239232 11167 1155 10012 8695 6010 2685 1228 1062 5541 78932 315 228 1457 1405 4228065 2688445 1909064 156196 779381 51525 9502 104671 17683 761698 144741 141481 1752868 573164
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=1 1 0 6 1 1 5 1 5 1 5 1 0 3 6 0 0 0 1 0 5 5 5 1 1 0 5 0 5 3
split_gain=9.91142e+13 1.04675e+15 1.82556e+15 1.17772e+15 1.57233e+15 1.23896e+15 1.15109e+15 1.11661e+15 1.57837e+15 1.06382e+15 2.34177e+15 1.00987e+15 3.34092e+15 9.65068e+14 9.5312e+14 1.06927e+15 9.37428e+14 9.0316e+14 7.98416e+14 1.41836e+15 7.56218e+14 7.18533e+14 6.35824e+14 6.18745e+14 1.29562e+15 1.17072e+15 9.46356e+14 9.39922e+14 8.55956e+14 7.94498e+14
threshold=82.784560750000011 82.91993380000001 55.055104550000003 1.5000000000000002 82.888608650000023 82.837870700000011 137.05000000000004 82.911991800000024 93.00500000000001 82.926290250000008 137.05000000000004 82.940215400000014 55.046835900000012 18.500000000000004 1.5000000000000002 55.034903650000011 54.986619450000006 55.078308950000007 65.610478850000007 60.693675950000006 76.730000000000018 120.05000000000001 112.04500000000002 65.520339550000017 60.837513500000007 57.131524800000008 110.05000000000001 57.265292900000006 73.995000000000019 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 7 4 -4 6 -5 13 16 10 -3 12 14 -2 15 -11 -9 -6 23 20 -20 -7 -15 24 -1 26 29 28 -26 -25
right_child=1 9 3 5 17 21 -8 8 -10 11 -12 -13 -14 22 -16 -17 -18 -19 19 -21 -22 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=169.82317200935012 3721.6065296815577 -19364.091378017943 229528.84214756629 121168.16932817675 79620.632871734735 19639.024986728396 -195395.53635742189 -9483.1897390794711 149243.65669021607 163842.02298796212 -238401.80774868504 -553.06712513881655 -10097.069052090501 -20379.667427245317 40638.449741237935 48974.302739915278 43598.253731085235 10623.832214072834 -14588.27189699048 40891.780591459101 -63239.541292803748 152243.9407484041 -117136.08757812501 135752.8768483091 -5195.3014724182558 21811.08028352393 -91908.575669654441 -54977.763265687849 -29125.360778807604 -3466.7008303351977
leaf_weight=3000069 83673 14582 538 151 4902 13904 480 5894 1024 1530 505 876038 18173 11976 9938 1723 7639 3095 40710 4439 3467 421 720 416 126067 35515 1205 4396 16958 28016
leaf_count=3000069 83673 14582 538 151 4902 13904 480 5894 1024 1530 505 876038 18173 11976 9938 1723 7639 3095 40710 4439 3467 421 720 416 126067 35515 1205 4396 16958 28016
internal_value=0 841.575 9085.92 34410.2 64050.1 17495.5 -119641 3722.95 29537.6 -359.718 -26695.8 78.1617 17709.2 -176.477 56017.4 103001 20479.8 52917.5 -272.737 -12992 -18406.4 23536.2 -25866.8 -80.2592 -279.926 9565.64 -5108.47 -9432.48 -8032.61 -1429.72
internal_weight=0 1.05691e+06 134417 23491 8535 14956 631 110926 14557 922489 15087 907402 31364 96369 13191 3253 13533 7997 3.26126e+06 48616 44177 14325 12696 3.21264e+06 3.14749e+06 65152 29637 147421 143025 28432
internal_count=4318164 1056906 134417 23491 8535 14956 631 110926 14557 922489 15087 907402 31364 96369 13191 3253 13533 7997 3261258 48616 44177 14325 12696 3212642 3147490 65152 29637 147421 143025 28432
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=1 1 1 0 6 0 5 3 6 0 1 0 1 6 3 1 1 5 0 0 3 5 6 5 1 1 0 1 0 0
split_gain=9.67412e+13 4.33552e+14 6.97416e+14 6.67095e+14 5.37453e+14 6.53155e+14 5.09755e+14 4.43595e+14 4.01729e+14 5.44496e+14 3.93001e+14 4.27176e+14 3.84596e+14 5.40188e+14 6.1583e+14 4.85166e+14 1.12154e+15 1.12442e+15 9.47035e+14 3.22383e+15 2.16455e+15 1.07594e+15 8.85895e+14 8.71399e+14 6.78392e+14 8.8018e+14 1.1649e+15 1.13085e+15 1.10229e+15 3.07973e+15
threshold=83.015546400000019 83.011163250000024 83.00362155000002 55.02863030000001 1.5000000000000002 55.030402950000003 225.45000000000002 12.500000000000002 1.5000000000000002 55.030402950000003 83.026705000000007 55.030402950000003 82.991167100000027 1.5000000000000002 9.5000000000000018 82.964402850000013 82.967723800000016 107.05000000000001 54.986619450000006 54.99493995000001 4.5000000000000009 69.610000000000014 1.5000000000000002 85.020000000000024 82.95335685000002 82.902675200000019 55.07108800000001 82.911991800000024 55.013931500000005 55.025681450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 7 -5 -6 -4 -3 9 -2 11 -10 15 -14 -15 24 17 -17 20 -20 21 -18 -22 -24 25 -1 28 -28 -27 -30
right_child=8 3 6 4 5 -7 -8 -9 10 -11 -12 -13 13 14 -16 16 18 -19 19 -21 22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-199.25479103877649 22232.661244684936 46045.211992634569 13084.49754883867 -6286.2491958267765 -44167.959815833805 27350.406278033312 166475.52909977065 -23491.317718155373 30322.525350157783 -403.27502347621135 -737.21941884428065 -3904.1418066534479 12.411206254671917 19207.103049904465 -16053.732791280127 20237.604005597419 46581.303495722386 199452.42947122175 124588.71425553026 6437.347777806056 -391.73090804748574 195310.92237188085 -15053.736362705729 -64276.680524179188 -7420.6905319064626 -1219.1227716471979 45948.747118934574 -21075.106106820866 79855.582463442202 12610.261605179752
leaf_weight=3344916 20928 3708 35025 77164 7524 1538 218 1219 8690 21589 240624 6283 80195 5475 51959 31701 1775 354 2439 43454 50456 670 22831 4269 123758 37626 2888 19615 7657 61616
leaf_count=3344916 20928 3708 35025 77164 7524 1538 218 1219 8690 21589 240624 6283 80195 5475 51959 31701 1775 354 2439 43454 50456 670 22831 4269 123758 37626 2888 19615 7657 61616
internal_value=0 -128.894 29.2876 -6946.86 -8991.8 -32029.9 14033.3 28841 1738.12 10738.7 240.927 15960.3 -97.4684 -5289.45 -12692.4 92.7772 5517.25 22216.8 1265.24 12716.5 -5303.86 87337.5 -8224.43 -22807.7 -145.347 113.806 8206.13 -12473.4 12559.3 20043.1
internal_weight=0 4.02005e+06 3.9289e+06 91153 86226 9062 35243 4927 298114 42517 255597 14973 3.89365e+06 137629 57434 3.75602e+06 157949 32055 125894 45893 80001 2445 77556 27100 3.59808e+06 3.47432e+06 129402 22503 106899 69273
internal_count=4318164 4020050 3928897 91153 86226 9062 35243 4927 298114 42517 255597 14973 3893654 137629 57434 3756025 157949 32055 125894 45893 80001 2445 77556 27100 3598076 3474318 129402 22503 106899 69273
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=3 1 5 1 3 6 1 0 1 0 1 0 1 2 5 4 0 0 1 1 1 3 0 0 6 0 0 1 0 0
split_gain=1.0019e+14 4.87354e+14 8.65707e+14 6.75458e+14 6.1454e+14 5.93064e+14 8.96088e+14 2.51134e+15 1.79935e+15 7.64736e+14 4.57022e+15 1.12675e+15 7.60975e+14 6.67404e+14 6.51487e+14 7.30975e+14 6.87087e+14 8.3579e+14 7.18541e+14 1.02044e+15 7.03704e+14 6.16061e+14 1.11953e+15 6.27849e+14 5.44938e+14 5.37384e+14 2.93017e+15 5.13521e+15 1.19059e+15 5.7611e+14
threshold=10.500000000000002 38.969379750000009 41.305000000000007 38.92948375000001 12.500000000000002 1.5000000000000002 38.096381250000007 56.281985950000006 38.233559750000005 55.576287050000012 38.633372000000001 55.212972300000011 37.944765900000007 1.5000000000000002 57.705000000000005 1.5000000000000002 55.551692500000009 60.029906750000002 37.314272700000011 37.098288800000006 30.226173900000003 16.500000000000004 59.882016200000002 59.916647550000008 1.5000000000000002 56.121679000000007 56.301440000000007 38.233559750000005 56.24640500000001 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 24 6 -2 9 -9 10 11 -8 13 -7 -15 21 18 -18 19 -17 -19 -16 -23 -24 -4 29 27 28 -27 -14
right_child=1 2 4 -5 -6 12 7 8 -10 -11 -12 -13 25 14 15 16 17 20 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=375.01923851500561 -2868.7229067520493 2314.6008487633562 2438.9466982708377 17541.247205008105 -3429.4082734871899 -13575.400958933202 333622.8315771902 -2584.2934082031252 488017.51755131746 -24377.159641628423 -12959.784853201612 28819.879601013585 1712.4585865138997 2617.3393103411067 16496.579484114562 12770.740474861259 19540.002193091936 108844.00388530696 -15049.24466375757 156422.89870149983 -23118.609911346219 9813.2353033009476 -229007.80621067827 -73606.885004945842 -20308.189393365636 466835.66078124999 -34449.505332877212 492052.81552966894 -110949.18110692914 -20176.928193812146
leaf_weight=2688514 360288 276145 14135 24444 515111 18207 585 118 204 2218 2486 153 21889 201740 1438 6386 88809 429 15015 536 6962 948 452 612 41312 40 1645 336 329 26678
leaf_count=2688514 360288 276145 14135 24444 515111 18207 585 118 204 2218 2486 153 21889 201740 1438 6386 88809 429 15015 536 6962 948 452 612 41312 40 1645 336 329 26678
internal_value=0 -618.688 -2281.62 1179.66 -4506.16 652.384 -2242.92 36874.2 308232 20818.1 51910.9 270432 3352.92 5053.15 6102.15 11884.2 13209.3 16851 -2760.99 23894.3 -15459 -33488.1 -69212.7 -139623 -14509.3 -8051.63 38651.7 209221 -48316.7 -10311.4
internal_weight=0 1.62965e+06 846703 782947 570558 758503 366052 5764 322 5442 3224 738 392451 341534 323327 121587 118137 96200 21937 6922 7391 3450 2012 1064 55447 50917 2350 705 369 48567
internal_count=4318164 1629650 846703 782947 570558 758503 366052 5764 322 5442 3224 738 392451 341534 323327 121587 118137 96200 21937 6922 7391 3450 2012 1064 55447 50917 2350 705 369 48567
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=5 0 0 0 2 1 5 1 1 5 0 6 3 1 4 6 1 3 4 4 0 0 3 1 1 0 3 5 5 1
split_gain=9.35712e+13 2.30399e+14 3.95679e+14 3.23394e+14 5.42254e+14 3.75742e+14 3.09736e+14 2.3095e+14 2.00973e+14 1.9318e+14 1.87618e+14 1.78039e+14 1.81983e+14 1.72746e+14 1.67733e+14 3.8046e+14 1.76056e+14 1.5798e+14 1.68189e+14 1.56264e+14 1.55262e+14 7.27823e+14 9.25408e+14 1.13152e+15 7.56708e+14 6.80165e+14 7.08787e+14 5.77551e+14 5.57932e+14 5.14094e+14
threshold=29.050000000000004 54.940316550000006 55.885524800000006 55.56564190000001 3.5000000000000004 38.633372000000001 13.050000000000002 37.998366300000008 43.574807850000006 13.050000000000002 54.943649450000002 1.5000000000000002 9.5000000000000018 37.855187800000003 1.0000000180025095e-35 1.5000000000000002 37.314272700000011 9.5000000000000018 3.5000000000000004 1.0000000180025095e-35 59.820733200000006 58.049540950000008 10.500000000000002 33.101335500000005 30.388336800000001 59.609407350000005 5.5000000000000009 44.205000000000005 72.010000000000005 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 10 6 14 19 -1 11 -9 -3 12 13 -4 -6 -16 -17 18 -13 -5 21 -2 23 24 28 -26 27 -27 -23 -24
right_child=20 2 8 4 5 -7 -8 9 -10 -11 -12 17 -14 -15 15 16 -18 -19 -20 -21 -22 22 29 -25 25 26 -28 -29 -30 -31
leaf_value=-26526.211905760447 90.325915665960679 33880.504477951639 -72597.50373960931 -42098.286823394301 41809.211619706417 -2401.4534106567494 4898.2459978875822 18559.641890505518 -122.7921162034322 -6132.6692895841334 -2844.9199324930132 -14194.212318211012 -15799.919980464128 15686.642807914708 7224.9904069223385 -27438.037385537791 68350.767373698283 3987.2620224323323 179537.86431423613 25039.826145975898 1999.7040006755371 3004.6048050970621 -5606.6224988152853 -19202.699562057365 -41220.806434833547 24603.450310868629 9615.3361808006393 88856.861101240647 -59092.315038303954 -45454.198461145905
leaf_weight=5345 3635240 1444 1078 2215 7324 4346 20388 3326 37893 66861 37930 10735 11936 279 5597 215 1784 10175 45 411 393089 8639 4770 23499 1215 2430 4841 3297 1738 10079
leaf_count=5345 3635240 1444 1078 2215 7324 4346 20388 3326 37893 66861 37930 10735 11936 279 5597 215 1784 10175 45 411 393089 8639 4770 23499 1215 2430 4841 3297 1738 10079
internal_value=0 -1965.59 255.704 5023.34 11096.5 23474 734.731 -6488.5 -5140.62 -4962.56 -1498.05 -10692.5 -19745.1 -54446.2 31011.2 20599.9 58048.3 -4949.91 -13385.5 -31590.4 110.243 -90.7253 -10968 -3915.5 12295.4 29636.9 37783.4 61593.8 -7395.75 -32653.8
internal_weight=0 229327 153795 81654 42280 19266 23014 75532 72141 70187 39374 34248 13293 1357 14920 7596 1999 20955 10780 2626 4.08884e+06 3.69575e+06 60508 45659 22160 11783 10568 5727 10377 14849
internal_count=4318164 229327 153795 81654 42280 19266 23014 75532 72141 70187 39374 34248 13293 1357 14920 7596 1999 20955 10780 2626 4088837 3695748 60508 45659 22160 11783 10568 5727 10377 14849
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=1 1 1 0 5 0 0 1 1 0 0 3 6 6 5 6 1 0 5 1 0 3 1 0 0 1 5 5 0 1
split_gain=9.59115e+13 1.23858e+15 1.07746e+15 1.19815e+15 1.14056e+15 6.57581e+14 5.78498e+14 7.95448e+14 5.98704e+14 8.36414e+14 1.00645e+15 6.7445e+14 6.19448e+14 6.05892e+14 4.92415e+14 4.81922e+14 4.37532e+14 4.34629e+14 4.16976e+14 3.80336e+14 2.30506e+15 9.9879e+14 9.84565e+14 1.34493e+15 1.54221e+15 1.11412e+15 8.64325e+14 8.54561e+14 1.06321e+15 1.1062e+15
threshold=48.712293450000011 49.201680550000006 47.282206100000003 46.672631750000008 100.05000000000001 57.945214300000011 55.755036050000008 49.111504200000006 49.148175700000003 55.820531900000013 55.777112100000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 67.990000000000023 1.5000000000000002 47.554129950000011 55.795550600000006 56.005000000000003 43.808567100000012 56.121679000000007 20.500000000000004 40.247294600000011 63.563300600000012 44.226894250000008 40.810045900000013 64.020000000000024 58.305000000000007 56.301440000000007 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 19 15 14 6 -2 17 9 10 -9 13 -11 -12 -5 -4 -17 -8 -15 22 -21 27 -1 24 25 -24 -26 -22 -29 -30
right_child=1 -3 3 4 -6 -7 7 8 -10 12 11 -13 -14 18 -16 16 -18 -19 -20 20 21 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=146.23208698062257 -7839.1371218296335 -45.521533012578004 -11446.040503800859 -14578.669970360685 -131265.56682842548 141701.58362193944 -10226.394036925174 13516.987309944669 14806.084723653752 108953.14739221212 296459.11002477136 60472.50305292636 4611.0363695895867 49732.163069725946 -42613.144655797922 30066.934589275534 -2721.3542078193732 11913.80114644688 151341.87391182125 -8622.3162760308223 11530.116744032795 -27258.572456299346 186418.45771426763 63024.352334135088 -13354.012560835961 4284.3291954539009 -38976.147650658248 17128.325019779342 16200.875360855642 83484.270445508417
leaf_weight=2042953 13557 1835629 10327 46377 910 388 13131 2855 23447 627 205 3493 6147 631 7244 9525 7106 27302 1122 68626 50110 4942 339 2513 59847 36182 16879 15283 3887 6580
leaf_count=2042953 13557 1835629 10327 46377 910 388 13131 2855 23447 627 205 3493 6147 631 7244 9525 7106 27302 1122 68626 50110 4942 339 2513 59847 36182 16879 15283 3887 6580
internal_value=0 524.611 -423.384 -11724.4 -20250.1 11789.4 11244.5 14521.1 24803.3 40347.5 61616 86808.1 14268.9 133790 -18366 5521.42 16057.3 4723.56 114767 -24.4007 4854.64 16300.8 -362.132 -9333.83 -10939.5 5974.96 -18990.6 19138.5 33944.5 58498.1
internal_weight=0 1.92853e+06 2.38963e+06 81489 54531 92905 92517 78960 38527 15080 8306 5451 6774 1958 53621 26958 16631 40433 1753 2.30814e+06 149428 80802 2.15871e+06 115760 113247 36521 76726 75860 25750 10467
internal_count=4318164 1928534 2389630 81489 54531 92905 92517 78960 38527 15080 8306 5451 6774 1958 53621 26958 16631 40433 1753 2308141 149428 80802 2158713 115760 113247 36521 76726 75860 25750 10467
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=5 3 2 0 5 0 2 0 5 0 3 0 2 0 0 0 5 1 0 1 1 1 1 3 0 5 1 0 0 0
split_gain=1.01318e+14 5.03908e+14 1.20153e+15 1.30449e+15 9.08832e+14 1.4005e+15 7.67964e+14 6.18093e+14 8.59725e+14 9.50247e+14 5.95209e+14 5.72939e+14 9.1629e+14 5.15221e+14 9.44266e+14 5.01019e+14 4.54897e+14 4.41366e+14 6.11416e+14 4.40299e+14 5.14972e+14 4.37156e+14 5.04814e+14 4.11493e+14 4.1127e+14 4.97362e+14 4.64697e+14 3.77466e+14 6.60515e+14 5.46915e+14
threshold=100.05000000000001 6.5000000000000009 3.5000000000000004 55.07108800000001 137.05000000000004 55.025681450000008 1.5000000000000002 54.920670650000005 112.04500000000002 55.07108800000001 8.5000000000000018 55.099723300000008 5.5000000000000009 59.982527000000012 60.035045000000004 47.208883950000008 128.92000000000004 37.362912300000012 44.732363600000006 39.003296000000006 39.080602550000002 38.911476500000006 38.92948375000001 7.5000000000000009 55.601678500000013 225.45000000000002 37.889331900000009 60.017447350000005 59.904813200000007 56.852744000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -3 17 -9 -10 15 12 -5 -11 -15 -8 27 -2 -19 24 -21 -20 -23 -17 -18 26 -26 28 29 -12
right_child=1 6 3 11 5 -7 10 8 9 13 16 -13 -14 14 -16 23 19 18 21 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=81.477793566970504 44597.271678673424 -47418.296087431205 -38305.997720441388 37460.046727715169 -58385.615579054393 -210096.57668357331 -19159.567800173721 -20660.788196749461 121277.71177512976 10369.595356350259 -1066.1076237213754 -8238.5755964566033 565404.82000000007 194313.31222795759 -14914.043913562484 17954.611141597998 60667.67045058564 12889.628407225771 -152394.2760611281 -88032.769057399069 8138.0746897092367 125814.75341631356 -46591.585512499623 73049.99965355327 36641.399247842317 -126218.23626474418 -126190.96720900462 -45653.643217511068 41107.574600329855 -30406.615754845472
leaf_weight=4199349 963 3147 4148 122 1677 955 1556 3931 1138 5368 44869 5612 45 448 416 2740 3215 2468 373 582 12858 177 4195 2683 1907 255 193 2103 3270 7401
leaf_count=4199349 963 3147 4148 122 1677 955 1556 3931 1138 5368 44869 5612 45 448 416 2740 3215 2468 373 582 12858 177 4195 2683 1907 255 193 2103 3270 7401
internal_value=0 -2879.72 -13598.1 -37715.6 -67470.2 -113433 1077.15 1953.17 17105.4 37249.1 2901.99 -2806.98 179721 21905 93574.2 30860.7 356.452 -18990.6 -27480.1 13770.9 3973.53 -48477.5 -39611.7 45212.8 37411.3 5662.27 21676.3 -4067.49 -2492.85 -5220.48
internal_weight=0 118815 32036 12559 6780 2632 86779 19477 11301 7370 83632 5779 167 6232 864 6979 76653 8176 7213 19010 13440 4745 4372 5423 5570 2355 2100 57643 55540 52270
internal_count=4318164 118815 32036 12559 6780 2632 86779 19477 11301 7370 83632 5779 167 6232 864 6979 76653 8176 7213 19010 13440 4745 4372 5423 5570 2355 2100 57643 55540 52270
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 1 5 1 3 5 1 0 1 1 1 1 2 5 3 0 5 5 6 0 5 3 5 0 5 0
split_gain=9.26919e+13 4.76015e+14 7.73147e+14 5.84783e+14 8.63587e+14 1.732e+15 1.24787e+15 1.10606e+15 1.10128e+15 9.61223e+14 8.19733e+14 8.11036e+14 1.03272e+15 7.61946e+14 6.69777e+14 6.28387e+14 7.08457e+14 5.4852e+14 8.7532e+14 5.38887e+14 5.29179e+14 9.87693e+14 8.19707e+14 5.0911e+14 4.75428e+14 4.95444e+14 4.50659e+14 4.41564e+14 6.15412e+14 7.26371e+14
threshold=1.5000000000000002 30.451272450000005 37.342273500000012 55.645049100000001 55.795550600000006 37.712318250000003 41.005000000000003 39.826386800000009 8.5000000000000018 63.145000000000003 37.692869000000009 55.762622900000004 37.582182450000005 37.998366300000008 38.781124500000011 37.457850350000008 19.500000000000004 42.605000000000011 9.5000000000000018 55.784980300000008 72.010000000000005 71.00500000000001 1.5000000000000002 55.535913550000011 37.505000000000003 18.500000000000004 137.05000000000004 55.946414150000003 34.010000000000012 55.899899800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 23 13 5 6 8 27 -5 11 -11 -8 15 -4 -15 19 -17 -1 26 -13 21 -20 -23 -3 -10 -26 -19 28 -6 -30
right_child=-2 2 3 4 7 -7 9 -9 24 10 -12 12 -14 14 -16 16 -18 18 20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2780.0437855729392 -409.91711466819964 1697.9444596869134 -9768.8173456310378 57081.777657823979 9449.0087985862647 3215.5961179011315 51590.450590422362 4148.1761216794248 18925.56264162311 -101916.98601117558 357803.32998511905 50838.484095721382 246702.27136688234 16241.46516476165 -390.13379162258843 15289.933014590242 179930.53045938548 44372.664082388095 8912.9025876128489 340741.50384521484 -60103.080311000929 599213.17696078436 -109497.9551920573 -13024.918815577701 -33939.295156197586 18521.01096158224 -228300.91514472337 -16734.439684407662 -17914.852862130228 9368.3313391176689
leaf_weight=130629 2422128 34905 86334 5745 25247 91779 6263 302249 13342 507 42 107 512 24829 977166 1032 350 9539 21992 160 1127 51 24 71800 4425 3035 61 35734 33236 13814
leaf_count=130629 2422128 34905 86334 5745 25247 91779 6263 302249 13342 507 42 107 512 24829 977166 1032 350 9539 21992 160 1127 51 24 71800 4425 3035 61 35734 33236 13814
internal_value=0 523.657 37.0334 578.192 3276.61 10472.1 29221.9 1044.04 18324.8 61461.2 -66747.1 69816.7 122640 -754.687 21.99 84119.6 56986.2 5682.84 17245.6 224563 6734.86 10148.4 372426 -8208.82 7621.13 -12596.5 42640.1 -7640.71 -3145.98 -9904.44
internal_weight=0 1.89604e+06 1.73261e+06 1.62591e+06 537579 127299 35520 410280 26547 8973 549 8424 2161 1.08833e+06 1.002e+06 1649 1382 163423 32794 267 23194 22067 75 106705 20802 7460 9600 108031 72297 47050
internal_count=4318164 1896036 1732613 1625908 537579 127299 35520 410280 26547 8973 549 8424 2161 1088329 1001995 1649 1382 163423 32794 267 23194 22067 75 106705 20802 7460 9600 108031 72297 47050
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=5 4 1 4 1 1 0 0 1 5 3 1 4 5 0 1 0 5 1 1 3 5 0 0 3 0 5 5 5 3
split_gain=1.01147e+14 1.85469e+14 2.54114e+14 1.15315e+14 4.37266e+14 6.56333e+14 4.98595e+14 6.91867e+14 1.26166e+15 9.19218e+14 1.08774e+15 9.15903e+14 7.92964e+14 6.93495e+14 6.82001e+14 6.14124e+14 7.17358e+14 5.89456e+14 5.63644e+14 5.21293e+14 4.79337e+14 4.57471e+14 4.4984e+14 4.35743e+14 4.35429e+14 6.72436e+14 4.3118e+14 4.25965e+14 6.04361e+14 7.32605e+14
threshold=21.015000000000004 3.5000000000000004 30.468306550000005 1.5000000000000002 30.451272450000005 37.342273500000012 55.645049100000001 55.801980100000009 37.712318250000003 41.005000000000003 8.5000000000000018 39.826386800000009 1.0000000180025095e-35 62.015000000000008 55.762622900000004 37.582182450000005 55.795550600000006 32.005000000000003 37.998366300000008 38.633372000000001 18.500000000000004 67.520000000000024 55.645049100000001 55.777112100000004 5.5000000000000009 56.367862600000002 37.005000000000003 74.010000000000005 43.205000000000005 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 27 22 18 8 9 10 -8 -9 13 -11 -14 -16 -17 -12 -7 -20 -19 -13 26 -22 25 -23 -6 28 -2 -30
right_child=3 2 -4 -5 5 6 7 11 -10 12 17 21 14 -15 15 16 -18 20 19 -21 23 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4281.9509037047956 3365.672759331987 378910.16712239588 43553.319918586058 -392.93599216195082 -11154.036826872672 -8574.1484844329334 67886.508796093563 -7126.3916676188428 3728.3563825192623 80719.660732529184 40656.515926504042 4357.440850352612 43178.973413133033 -167984.96973726456 74925.537664934061 237059.23649938783 -41209.285846819199 -15549.782382325811 15685.069547358109 -220.77675402398236 32636.16048646846 -243599.22841122016 -12544.713468101252 -41677.242390604224 -16254.02753906494 -6018.6019565070346 10083.03602944508 -46821.172738818772 44342.843017595238 8723.6671442795378
leaf_weight=66198 131385 24 386 2417987 16692 80689 3453 98513 89659 182 4120 285624 6351 292 1741 536 112 9680 21057 959453 4913 246 65602 940 1251 231 22376 1532 8383 18556
leaf_count=66198 131385 24 386 2417987 16692 80689 3453 98513 89659 182 4120 285624 6351 292 1741 536 112 9680 21057 959453 4913 246 65602 940 1251 231 22376 1532 8383 18556
internal_value=0 -3866.67 63184 60.5781 658.642 181.389 692.854 3269.71 9834.51 26773.6 16123.9 1194.45 53479.8 -72490.8 60311.6 105858 188963 7029.35 -540.317 120.81 -1889.98 4047.09 -7485.65 20701.3 -47250.9 -128544 1009.39 5655.54 6163.32 19807.8
internal_weight=0 66608 410 4.25156e+06 1.83357e+06 1.67371e+06 1.56904e+06 507844 121979 32320 23106 385865 9214 474 8740 2389 648 19653 1.0612e+06 980510 15533 287352 104670 5853 1728 477 39068 159856 158324 26939
internal_count=4318164 66608 410 4251556 1833569 1673713 1569043 507844 121979 32320 23106 385865 9214 474 8740 2389 648 19653 1061199 980510 15533 287352 104670 5853 1728 477 39068 159856 158324 26939
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=1 0 1 5 0 0 0 1 0 3 3 3 1 1 3 1 0 3 5 1 0 0 0 0 5 0 3 2 1 0
split_gain=1.0606e+14 5.17715e+14 1.038e+15 8.4145e+14 7.9439e+14 7.92458e+14 1.10271e+15 8.30871e+14 9.45153e+14 7.76431e+14 7.09666e+14 6.98963e+14 7.96594e+14 6.71554e+14 6.09922e+14 5.46243e+14 5.05766e+14 5.05576e+14 4.59362e+14 4.56427e+14 1.0306e+15 1.75805e+15 1.03556e+15 1.44954e+15 6.98457e+14 6.73809e+14 6.28586e+14 8.62778e+14 5.67994e+14 5.53842e+14
threshold=30.305955500000003 59.939091550000008 30.160599000000001 71.715000000000018 59.882016200000002 59.982527000000012 59.963407450000012 30.226173900000003 60.693675950000006 8.5000000000000018 16.500000000000004 17.500000000000004 30.243224600000001 30.207352000000004 7.5000000000000009 30.278357500000002 60.063729500000008 5.5000000000000009 80.00500000000001 30.346469350000003 59.882016200000002 59.846652800000008 59.950068600000009 59.939091550000008 47.005000000000003 60.063729500000008 26.500000000000004 7.5000000000000009 30.323743050000001 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 17 -1 6 11 8 -7 15 -11 -3 -13 -5 -15 -8 -9 -4 -17 20 21 -2 23 -22 -23 26 27 -24 -25 -26
right_child=19 5 3 13 -6 7 9 16 -10 10 -12 12 -14 14 -16 18 -18 -19 -20 -21 22 24 25 28 29 -27 -28 -29 -30 -31
leaf_value=1832.8657156615741 5702.6756646395215 24122.767761487266 11820.562410476765 -110286.34650999001 -72716.614140261459 18532.941132391315 238363.9539328125 -7887.8749388456972 -51999.230021972377 227190.90816284181 -119504.46614583333 -2205.558922554148 -153248.2489820199 -73375.610638644765 3954.0220296986772 53446.901758433196 -61592.245291429608 -21917.788214988985 -137124.82863693713 -46.108521574529846 -2187.5214696791209 28504.360256614851 12219.392596136773 -76631.164844902174 72954.071619270137 -18311.462361258349 -63160.832837955029 54053.157086867075 36306.466934962489 155341.95537227474
leaf_weight=60425 11477 11572 5690 1667 1464 23371 125 37345 2068 560 66 1274 481 2053 2027 590 1840 20244 161 4064974 30433 2330 14683 3883 2707 4746 815 7422 503 1168
leaf_count=60425 11477 11572 5690 1667 1464 23371 125 37345 2068 560 66 1274 481 2053 2027 590 1840 20244 161 4064974 30433 2330 14683 3883 2707 4746 815 7422 503 1168
internal_value=0 -2425.74 -7466.32 -22187.3 69.3789 3510.44 24358.9 -1273.57 12799.2 105587 190638 15204.2 -43602.4 -56807.5 -34957.2 44808.3 -10409.7 -14515.5 12592 101.253 7573.43 28887.6 1541.94 -9933.36 71771.4 15984.2 23085.7 26265.5 -63679.1 97787.4
internal_weight=0 173023 93570 31681 61889 79453 14829 64624 25439 1502 626 13327 1755 5747 4080 876 39185 25934 751 4.14514e+06 80167 17682 62485 34819 6205 27666 22920 22105 4386 3875
internal_count=4318164 173023 93570 31681 61889 79453 14829 64624 25439 1502 626 13327 1755 5747 4080 876 39185 25934 751 4145141 80167 17682 62485 34819 6205 27666 22920 22105 4386 3875
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=0 0 5 1 6 1 0 1 5 5 5 0 0 3 3 1 1 1 3 0 1 1 0 4 5 5 5 5 5 0
split_gain=9.11591e+13 5.79779e+14 4.87277e+14 5.87964e+14 5.18761e+14 9.1145e+14 1.49413e+15 8.62632e+14 6.51787e+14 6.53927e+14 5.2343e+14 4.91975e+14 1.0675e+15 9.312e+14 7.94904e+14 7.90692e+14 5.83048e+14 1.39637e+15 1.12547e+15 4.76719e+14 5.96216e+14 5.44925e+14 6.93851e+14 5.61803e+14 6.24353e+14 5.79124e+14 4.76427e+14 6.06469e+14 5.8995e+14 5.64078e+14
threshold=55.099723300000008 55.030402950000003 36.515000000000008 37.998366300000008 1.5000000000000002 30.578016350000002 54.708501450000007 83.015546400000019 58.005000000000003 58.040000000000006 114.05000000000001 55.014086100000007 54.978840000000005 17.500000000000004 16.500000000000004 38.969379750000009 82.911991800000024 82.991167100000027 12.500000000000002 43.514103700000014 43.048525950000005 37.777459000000007 54.943968150000011 1.5000000000000002 52.710000000000008 150.04500000000004 142.05000000000004 132.05000000000004 114.05000000000001 55.043101600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 11 -7 -10 -8 12 13 14 19 -15 -14 18 -18 20 -4 22 23 24 -21 -25 27 28 -3 -29
right_child=-2 26 4 -5 5 8 10 -9 9 -11 -12 -13 16 15 -16 -17 17 -19 -20 21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-17830.29611421375 -448.54214525052157 5762.3474626841153 70181.099447395958 -2131.2570264979327 -48261.628149612276 1339.6212418082032 54640.288234525855 25779.795920581291 -36879.03376673632 -3273.9291421293801 -17304.401125364002 -2969.0173211340752 -11677.104458615917 25484.472180250319 24425.316413570457 -9197.9110254087082 143809.22995895255 12698.36819758706 43146.598472455931 867.29611056484055 -16923.188480180492 7539.1587778211851 91540.958517304796 -23616.261314789561 91914.68565365675 163557.528873503 75845.830289096528 155134.0371316057 62304.313640582637 -66645.000013185898
leaf_weight=25501 2211010 158972 828 369912 2092 611521 7933 16745 5870 427765 1159 116203 5429 7164 20880 79734 1289 29682 8030 9242 15427 163170 686 16271 820 167 976 123 1867 1696
leaf_count=25501 2211010 158972 828 369912 2092 611521 7933 16745 5870 427765 1159 116203 5429 7164 20880 79734 1289 29682 8030 9242 15427 163170 686 16271 820 167 976 123 1867 1696
internal_value=0 470.65 -10.661 -3143.72 789.576 -459.42 27936.5 3472.48 -763.279 -3728.83 45469.2 2686.13 4517.54 2467.08 5830.73 -6338.64 19026.7 23300.7 57070.2 3951.57 -12486.3 5355.24 -7752.64 -10323 8287.18 -21714.7 6187.29 5769.32 6418.68 -51648.4
internal_weight=0 2.10715e+06 1.94352e+06 395413 1.54811e+06 1.05634e+06 11184 491767 1.04516e+06 433635 9092 475022 358819 314389 227491 86898 44430 39001 9319 206611 16255 190356 27186 26500 10062 16438 163634 162658 160839 1819
internal_count=4318164 2107154 1943520 395413 1548107 1056340 11184 491767 1045156 433635 9092 475022 358819 314389 227491 86898 44430 39001 9319 206611 16255 190356 27186 26500 10062 16438 163634 162658 160839 1819
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=0 1 1 6 3 1 5 5 2 5 1 1 5 3 2 5 3 5 5 3 3 5 1 3 1 3 2 1 0 5
split_gain=1.01013e+14 3.0462e+14 3.79099e+14 3.19735e+14 6.90478e+14 5.4098e+14 6.37293e+14 3.06874e+14 2.81961e+14 2.6129e+14 2.22936e+14 4.55022e+14 2.97733e+14 2.18245e+14 2.17594e+14 1.79931e+14 1.90098e+14 1.78272e+14 3.02946e+14 1.61096e+14 2.65913e+14 1.55556e+14 1.52365e+14 1.39683e+14 1.31479e+14 1.28133e+14 1.28058e+14 1.68677e+14 3.35588e+14 1.77753e+14
threshold=43.465905150000005 40.810045900000013 44.083877800000003 1.5000000000000002 11.500000000000002 39.925119750000007 31.010000000000002 52.020000000000003 4.5000000000000009 67.520000000000024 47.473138800000008 47.554129950000011 128.92000000000004 10.500000000000002 1.5000000000000002 67.00500000000001 18.500000000000004 38.210000000000008 34.920000000000009 12.500000000000002 21.500000000000004 55.005000000000003 39.925119750000007 20.500000000000004 47.854228500000012 4.5000000000000009 10.500000000000002 47.473138800000008 42.966471700000007 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 23 -7 -1 10 19 -4 12 13 -12 25 -10 26 18 -8 -5 21 -21 -16 -6 -13 -11 27 -17 -29 -30
right_child=-2 2 8 9 5 6 17 -9 15 14 11 24 -14 -15 22 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-11490.10467130862 -51.187840963532949 -76315.855240834164 -1495.201207453013 8918.2150482974066 7635.9870205688485 724072.86646205361 74569.996441915762 134551.26143626412 2750.0428465573286 279168.24545200891 44354.69896818915 9346.3047453233758 138711.80716497442 -6811.6048280388604 1678.8196542058868 -33119.755755212798 -200147.38695175439 149211.37662858318 539185.35128580732 -31288.566666361221 189792.71937144885 -151027.73848868973 64572.953816340007 181474.35121544474 -24999.88056736243 94450.254026178736 -52012.439777626387 -18773.280664382855 31734.917571291113 225435.83603316327
leaf_weight=769 4270332 635 9491 7011 160 28 23 177 7978 56 4153 3335 287 1043 703 2620 57 133 36 373 44 153 852 65 1674 114 926 3458 1429 49
leaf_count=769 4270332 635 9491 7011 160 28 23 177 7978 56 4153 3335 287 1043 703 2620 57 133 36 373 44 153 852 65 1674 114 926 3458 1429 49
internal_value=0 4569.93 286.823 19438.9 64156.9 166882 278386 15834.8 1619.5 12754.8 9610.17 19656 39560.6 34084 47882.4 -8047.97 -18136.6 213390 358064 4761.72 -46363.2 -66117.6 36139.1 57856 -2132.14 155299 -16913.4 -12612 -1726.59 38156.7
internal_weight=0 47832 37135 10697 1391 445 220 946 36500 9306 19983 10492 5483 5196 1725 16517 8539 192 59 7581 570 526 1555 225 5009 170 8482 7556 4936 1478
internal_count=4318164 47832 37135 10697 1391 445 220 946 36500 9306 19983 10492 5483 5196 1725 16517 8539 192 59 7581 570 526 1555 225 5009 170 8482 7556 4936 1478
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=1 0 1 6 0 0 3 1 3 1 0 0 5 0 0 0 0 0 5 2 3 5 3 5 3 3 1 0 5 0
split_gain=9.25642e+13 4.69048e+14 1.05679e+15 1.07255e+15 7.63456e+14 7.20247e+14 1.03565e+15 1.23632e+15 9.8162e+14 7.02912e+14 7.65574e+14 6.38504e+14 5.8784e+14 6.31442e+14 8.02618e+14 5.16895e+14 4.83461e+14 4.16306e+14 6.48335e+14 3.91464e+14 3.75942e+14 3.73402e+14 3.70451e+14 3.58151e+14 4.25668e+14 4.90436e+14 4.85446e+14 6.24796e+14 4.3909e+14 4.11667e+14
threshold=30.278357500000002 59.939091550000008 30.160599000000001 1.5000000000000002 59.982527000000012 59.950068600000009 9.5000000000000018 30.243224600000001 9.5000000000000018 30.226173900000003 60.693675950000006 59.882016200000002 62.385000000000012 59.853570100000006 59.916647550000008 60.063729500000008 59.963407450000012 59.846652800000008 104.75000000000001 6.5000000000000009 17.500000000000004 61.405000000000008 15.500000000000002 114.05000000000001 19.500000000000004 23.500000000000004 30.207352000000004 60.003414000000006 44.005000000000003 60.042666650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 21 5 8 7 -7 -3 10 23 17 -5 -14 -15 -11 -8 22 -19 -9 -18 -4 -1 24 26 28 -6 -28 -26 -25
right_child=-2 4 3 12 9 6 16 19 -10 15 -12 -13 13 14 -16 -17 20 18 -20 -21 -22 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=191.66218886193838 89.602203869736229 -50019.503475258876 -51925.690854854212 -4841.9509452769616 21184.054934824217 -68262.405864971355 -1444.3271268084641 113831.40136039892 34826.002939949787 -7863.7403707935146 -46749.33390253831 -65394.979419754112 4119.5234157165023 -96076.639226444342 7044.0573951258812 -67330.842697072032 162459.51666625199 14276.882241646701 143645.63315308225 226134.26405291102 -135358.56450892857 -118432.96004189628 -30499.189916118939 150160.47270014472 25584.247592692329 14791.75205100964 37735.05405697471 -34115.804977182532 101036.74416570266 -62580.647577468495
leaf_weight=45060 4162272 2135 3428 15650 7616 349 2437 1568 3774 30204 2068 1464 1911 2646 1056 1536 314 10654 402 387 49 1120 4309 386 1505 5719 1615 4829 1582 119
leaf_count=45060 4162272 2135 3428 15650 7616 349 2437 1568 3774 30204 2068 1464 1911 2646 1056 1536 314 10654 402 387 49 1120 4309 386 1505 5719 1615 4829 1582 119
internal_value=0 -2392.35 -7229.21 -24227.3 3828.21 27937.9 55454.1 105112 4170.2 -815.444 11569.3 -140.114 -14799.6 -42563.3 -66661.3 -10741.5 14592.8 1440.91 18980.8 136062 122258 -68303.9 -2487.08 16729.6 14889.9 32130.2 4092.08 -16108.5 64251.5 100029
internal_weight=0 155892 87700 25811 68192 11013 5104 2304 5909 57179 25439 61889 21263 5613 3702 31740 2800 60425 11056 1955 363 4548 49369 23371 22866 8806 14060 6444 3087 505
internal_count=4318164 155892 87700 25811 68192 11013 5104 2304 5909 57179 25439 61889 21263 5613 3702 31740 2800 60425 11056 1955 363 4548 49369 23371 22866 8806 14060 6444 3087 505
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=5 5 5 1 3 3 5 0 4 3 6 3 3 3 3 1 3 1 1 1 1 5 1 5 4 3 1 3 0 0
split_gain=9.06061e+13 4.82477e+14 3.98185e+14 4.86365e+14 3.74728e+14 3.543e+14 3.25273e+14 3.08536e+14 3.26693e+14 3.82419e+14 3.17875e+14 5.17633e+14 3.62715e+14 3.03333e+14 2.97935e+14 3.41468e+14 3.23295e+14 3.16947e+14 4.11208e+14 3.05269e+14 2.98853e+14 4.45116e+14 2.9945e+14 2.97059e+14 2.99803e+14 4.75109e+14 2.92945e+14 3.57787e+14 4.49849e+14 7.31192e+14
threshold=54.710000000000008 50.005000000000003 63.005000000000003 30.451272450000005 4.5000000000000009 5.5000000000000009 46.010000000000012 55.551692500000009 1.5000000000000002 15.500000000000002 1.5000000000000002 16.500000000000004 8.5000000000000018 1.5000000000000002 6.5000000000000009 82.95335685000002 9.5000000000000018 82.964402850000013 82.970752000000019 83.015546400000019 61.880021000000006 40.905000000000008 60.695889550000011 60.610000000000007 1.5000000000000002 14.500000000000002 37.542000650000013 7.5000000000000009 55.806974650000008 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -3 -2 14 -6 9 -9 -10 12 -12 -4 -1 20 19 -18 -19 -17 22 -22 -16 -7 25 -25 27 -8 29 -29
right_child=2 4 13 -5 7 23 26 8 10 -11 11 -13 -14 -15 15 16 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2030.2835927014607 12469.067233738318 7367.4635927255586 -27955.178217971967 3322.1003989740875 -1622.470023414462 -15581.464608586553 24519.307888650052 22856.048939687869 -17864.579321547426 -8938.294514393896 20.625201235307127 10788.445999060186 -15282.523461203802 -531.06342214001302 1099.4580028953121 21445.66796468867 -11203.01442466869 10434.975721900939 -3652.661621120591 260.60952472723551 10004.05735459987 -3471.7430270834698 -8217.8000992006091 110529.28368599078 -857.2897917835104 -84319.454571231792 1872.1298199173407 16058.970946174637 -3994.215544023984 148900.37742558232
leaf_weight=700211 7937 25053 4049 595004 115015 31130 13122 6789 38571 8544 22828 13824 48172 1036677 904513 10001 46481 23348 184067 21263 83985 34613 35862 550 10505 162 265215 10140 20101 432
leaf_count=700211 7937 25053 4049 595004 115015 31130 13122 6789 38571 8544 22828 13824 48172 1036677 904513 10001 46481 23348 184067 21263 83985 34613 35862 550 10505 162 265215 10140 20101 432
internal_value=0 -366.61 572.34 2524 -4300.15 -6919.86 99.3865 -5452.14 -8627.19 5139.3 -10337.8 -6915.25 -10362.2 -637.758 -357.691 513.628 -2557.89 -3739.43 -2066.86 7037.47 1340.72 6071.13 744.136 -10553.9 3398.91 66195.7 3123.31 10700.3 4788.42 21487.2
internal_weight=0 2.63215e+06 1.68601e+06 645288 278796 50284 2.35335e+06 253743 138728 15333 123395 84824 71000 1.04073e+06 2.04434e+06 1.34413e+06 285160 253896 207415 31264 1.05897e+06 118598 940375 42347 11217 712 309010 43795 30673 10572
internal_count=4318164 2632150 1686014 645288 278796 50284 2353354 253743 138728 15333 123395 84824 71000 1040726 2044344 1344133 285160 253896 207415 31264 1058973 118598 940375 42347 11217 712 309010 43795 30673 10572
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 3 5 3 5 0 0 5 1 1 0 4 1 1 0 5 0 0 0 2 0 0 3 3 0 5
split_gain=8.55455e+13 1.91496e+14 2.23364e+14 2.7198e+14 2.3586e+14 1.97585e+14 1.91246e+14 1.97353e+14 1.80092e+14 1.34083e+14 1.32496e+14 1.52561e+14 1.29548e+14 1.66985e+14 4.71476e+14 2.07536e+14 1.80981e+14 3.12733e+14 4.97188e+14 2.5118e+14 2.19629e+14 1.7973e+14 1.7598e+14 1.54603e+14 1.6071e+14 1.63538e+14 1.48702e+14 1.42909e+14 1.2762e+14 1.56642e+14
threshold=113.46563545000002 48.713222300000005 57.814144100000007 114.17164950000002 2.5000000000000004 9.5000000000000018 107.05000000000001 4.5000000000000009 85.020000000000024 51.83362145000001 50.565831500000009 55.990000000000002 104.38035940000002 103.85249100000001 52.485928400000006 1.5000000000000002 92.928903050000017 92.896330950000007 56.093493200000005 95.020000000000024 51.83362145000001 56.028355650000009 56.197733450000008 5.5000000000000009 51.717367500000009 51.83362145000001 17.500000000000004 6.5000000000000009 56.054485600000007 57.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 8 3 6 5 -5 9 -8 -2 -3 11 -7 13 16 15 -15 17 -1 21 20 -18 -19 -22 24 -14 -26 28 -16 29 -23
right_child=1 2 -4 4 -6 10 7 -9 -10 -11 -12 -13 23 14 27 -17 19 18 -20 -21 22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-37.328296011840116 33843.032109721062 -82647.943990384621 19890.002943098138 -13097.894022400491 -40455.106987245512 24905.337838244828 241326.44702380954 -72873.496239412751 185624.01432291669 10630.22068793001 -39334.327636844464 121486.60404410014 -63650.653344726568 5116.0713095075816 -6202.9364731025207 36971.173688427196 52331.710581408057 303.82538744734723 -13066.323685187795 -95801.00986479297 -4590.8918458743092 32911.595378409635 -25638.830017033401 -39451.409870447809 13113.417763845682 -11377.249283283269 5805.185223296512 -57146.588420228443 25034.769538236535 75271.672797792431
leaf_weight=4219079 1127 156 6515 3949 2661 488 21 416 84 12676 176 246 465 3239 5053 5549 608 1915 4349 323 21629 1758 4866 1533 3948 8813 1457 618 2713 1734
leaf_count=4219079 1127 156 6515 3949 2661 488 21 416 84 12676 176 246 465 3239 5053 5549 608 1915 4349 323 21629 1758 4866 1533 3948 8813 1457 618 2713 1734
internal_value=0 5459.13 3733.28 -1330.02 -16523.7 -3417.76 7280.74 -57774.6 44371.2 9496.23 38589.7 57274.5 -36.289 -3.99882 10724.4 25230.3 -40.4087 12.0535 14973 -8137.57 -7092.84 27705.9 -8456.5 -9389.02 -5904.54 -3800.32 34554.6 -11754.5 41305.2 53946.1
internal_weight=0 28515 27304 20789 7520 4859 13269 437 1211 12832 910 734 4.28965e+06 4.27489e+06 14459 8788 4.26043e+06 4.233e+06 13926 27426 27103 9577 26495 14759 13226 12761 7662 5671 6205 3492
internal_count=4318164 28515 27304 20789 7520 4859 13269 437 1211 12832 910 734 4289649 4274890 14459 8788 4260431 4233005 13926 27426 27103 9577 26495 14759 13226 12761 7662 5671 6205 3492
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=2 3 5 3 4 1 1 0 1 3 0 0 1 0 5 3 0 3 1 0 0 5 5 5 1 0 5 0 0 1
split_gain=8.48852e+13 3.17561e+14 4.7353e+14 2.80052e+14 4.25579e+14 3.50015e+14 9.56414e+14 7.54823e+14 6.67261e+14 7.83838e+14 3.9812e+14 3.69877e+14 3.50056e+14 3.42377e+14 3.20939e+14 3.18795e+14 3.12975e+14 3.04081e+14 2.78486e+14 3.24556e+14 3.05425e+14 3.31113e+14 4.79761e+14 3.22639e+14 2.70782e+14 2.66095e+14 2.63456e+14 2.84355e+14 3.11995e+14 2.88717e+14
threshold=12.500000000000002 12.500000000000002 88.015000000000015 18.500000000000004 3.5000000000000004 37.66934650000001 37.642309100000013 55.708120100000009 37.712318250000003 19.500000000000004 55.820531900000013 55.751981950000008 37.792847950000002 55.899899800000007 64.020000000000024 19.500000000000004 55.777112100000004 22.500000000000004 39.071052600000009 45.053747000000008 45.005863250000004 81.910000000000011 161.85000000000002 177.02500000000003 30.102666750000001 55.784980300000008 95.020000000000024 55.784980300000008 55.795550600000006 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8 9 11 25 -7 26 -12 -14 -9 -13 -6 19 20 -3 -22 -23 -24 -19 -11 27 -10 -29 -30
right_child=1 18 -4 4 17 8 7 15 12 10 13 16 14 -15 -16 -17 -18 24 -20 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=99.124989214322596 -43445.532720588235 -313.70996049319137 -354898.17209429829 -51.765802286813553 61027.304775305958 19763.225332611386 -33056.70902618987 228676.75212273852 2002.905657653642 -17853.334125701593 -78853.329471921825 399418.88638698636 -3472.0782559051677 247.22245392534069 -13018.552160965259 98150.948348433172 6163.2905412946429 -336117.40781250002 -1437.3403951490891 2368.9713060659146 15705.589192851345 63357.140960469915 -255094.74025974027 -568.94180241578022 8773.8187936475533 163755.49027273996 133588.01690122767 407507.48559782607 52689.225493785649 -43749.219655900662
leaf_weight=3508521 340 8341 57 117417 1730 101 369 266 9160 2041 3089 73 130200 665 48272 631 28 23 210490 257302 11103 2898 77 141 2222 84 175 23 1956 369
leaf_count=3508521 340 8341 57 117417 1730 101 369 266 9160 2041 3089 73 130200 665 48272 631 28 23 210490 257302 11103 2898 77 141 2222 84 175 23 1956 369
internal_value=0 1238.2 -88162.9 -158.761 -2996.06 -3406.49 880.372 87332.8 -5999.17 -38607.2 -45262.2 155080 -4956.39 -64841.1 -6054.15 136858 290398 29520 1310.58 3377.34 14878.1 23789.7 52595.1 -90470.3 5240.41 -10674.4 11813.2 9961.41 41009.1 37383.5
internal_weight=0 490749 397 3.82742e+06 318894 314919 118683 1266 196236 6081 5879 202 190155 3754 178472 897 101 3975 490352 279862 22560 14219 3116 218 2245 2125 11683 11508 2348 2325
internal_count=4318164 490749 397 3827415 318894 314919 118683 1266 196236 6081 5879 202 190155 3754 178472 897 101 3975 490352 279862 22560 14219 3116 218 2245 2125 11683 11508 2348 2325
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=0 1 2 4 5 6 5 5 1 1 0 5 5 1 3 2 3 1 6 1 0 5 5 1 3 5 5 1 5 5
split_gain=8.17266e+13 2.62242e+14 2.02323e+14 2.90849e+14 2.39578e+14 2.35106e+14 4.43951e+14 4.01854e+14 2.05095e+14 3.4554e+14 2.38032e+14 1.57266e+14 1.56593e+14 1.44037e+14 1.38667e+14 1.3966e+14 1.34035e+14 1.21857e+14 1.22155e+14 1.20826e+14 1.60276e+14 1.5957e+14 1.3124e+14 1.54465e+14 1.82417e+14 1.202e+14 1.16847e+14 1.20077e+14 1.20913e+14 1.07758e+14
threshold=43.465905150000005 47.854228500000012 4.5000000000000009 1.5000000000000002 32.355000000000011 1.5000000000000002 30.990000000000006 31.010000000000002 47.473138800000008 40.810045900000013 42.966471700000007 67.520000000000024 137.05000000000004 44.083877800000003 20.500000000000004 9.5000000000000018 6.5000000000000009 39.925119750000007 1.5000000000000002 47.473138800000008 42.966471700000007 89.00500000000001 116.06000000000002 46.037218400000008 7.5000000000000009 110.05000000000001 68.00500000000001 46.037218400000008 112.04500000000002 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 9 11 16 -5 -12 -11 15 19 -10 -13 -19 22 -21 -22 -6 24 29 -3 -15 -28 -29 -24
right_child=-2 25 4 8 14 -7 7 -9 10 13 12 17 -14 26 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-3218.3798852374475 -46.042673148435853 -21114.131712476694 44544.513608952162 23556.401332969326 -6496.7224270947736 26080.902804942558 705718.31406250002 127031.60266927083 36238.322158049523 -66134.950489468567 52174.288377938035 29624.382661242955 158538.68164924416 13290.929956291387 86775.093604103924 -23787.217887097231 1123.6501309942828 254580.24720052085 87643.806936687819 -1856.675641199507 13339.30874188395 71289.90730988796 -147974.36244506837 -157705.00849609377 35449.488349899446 -108100.73543169809 3096.5834154418767 -23908.189389749183 -112382.6031966146 62591.456757812506
leaf_weight=8783 4270332 2423 97 2347 6932 615 24 24 2241 329 2137 399 148 3855 166 3261 2111 48 505 5173 1690 661 128 122 202 170 1942 1089 180 30
leaf_count=8783 4270332 2423 97 2347 6932 615 24 24 2241 329 2137 399 148 3855 166 3261 2111 48 505 5173 1690 661 128 122 202 170 1942 1089 180 30
internal_value=0 4110.59 5883.29 11606.4 -1931.24 53087.6 167633 416375 19119.3 10549.3 32927.9 37462 59063.5 -1456.82 -4208.08 -5037.98 19205.4 71743.8 102134 -944.972 7982.65 29632.5 -10005.1 -60461 -27506.1 -26817.1 1554.66 -12535.4 -36457.8 -107994
internal_weight=0 47832 45239 26114 19125 760 145 48 17331 10694 6637 3299 2285 7395 18365 18199 4352 952 553 14938 7524 2351 7414 482 360 2593 7066 3211 1269 158
internal_count=4318164 47832 45239 26114 19125 760 145 48 17331 10694 6637 3299 2285 7395 18365 18199 4352 952 553 14938 7524 2351 7414 482 360 2593 7066 3211 1269 158
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=5 3 2 0 5 0 2 0 2 0 5 3 0 3 0 5 0 0 3 1 0 4 1 2 0 0 0 0 1 4
split_gain=8.07536e+13 3.84816e+14 9.39669e+14 1.03153e+15 7.3043e+14 1.08675e+15 6.15311e+14 5.86528e+14 6.12063e+14 5.0493e+14 5.85276e+14 4.83368e+14 4.36897e+14 6.55132e+14 3.89061e+14 3.66466e+14 3.62048e+14 1.0825e+15 7.32482e+14 6.01312e+14 5.27929e+14 4.40809e+14 3.59273e+14 3.51386e+14 3.26373e+14 3.50162e+14 3.39204e+14 5.5593e+14 4.89733e+14 3.67105e+14
threshold=100.05000000000001 6.5000000000000009 3.5000000000000004 55.078308950000007 137.05000000000004 55.010031850000011 1.5000000000000002 55.099723300000008 5.5000000000000009 54.708501450000007 112.04500000000002 8.5000000000000018 44.893607100000004 5.5000000000000009 47.208883950000008 128.92000000000004 55.046835900000012 55.013931500000005 17.500000000000004 56.135466100000009 55.812836050000008 4.5000000000000009 37.328003200000005 6.5000000000000009 54.708501450000007 53.355366400000001 51.636650050000007 51.67657710000001 39.003296000000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 -6 -3 8 -5 12 -11 14 22 -14 23 -13 17 19 -19 24 -18 -21 -2 -8 25 26 28 29 -17 -28
right_child=1 6 3 7 5 -7 11 -9 -10 10 -12 15 13 -15 -16 16 20 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=72.740479280506136 221451.22001220705 -42521.881036656239 -33579.473948177867 54531.658559782605 -52163.510334207225 -185582.03618001472 14994.815747081573 -7064.2183458106656 504578.81388888892 -16039.402555665183 29761.857743241679 -3744.3317641118192 -52997.11663152976 62933.480559393232 40363.013853359771 49494.257857930585 -35577.314231758988 174259.41578912761 -15530.592464017696 -78821.290628124087 14927.824877654357 26527.518144132653 6256.7772268523404 -88379.151806278562 101614.52977028384 -108237.84513594904 597800.15378787881 57743.884969535495 -9574.5354653332488 168073.5841875
leaf_weight=4199349 80 3147 4175 92 1674 961 1084 5612 45 4251 8118 57643 3904 557 5423 2630 3090 750 279 1055 6268 637 2567 472 545 203 33 460 3010 50
leaf_count=4199349 80 3147 4175 92 1674 961 1084 5612 45 4251 8118 57643 3904 557 5423 2630 3090 750 279 1055 6268 637 2567 472 545 203 33 460 3010 50
internal_value=0 -2570.91 -11937.4 -33265.5 -59597.7 -100822 886.913 -2073.65 202357 1815.15 14020.8 2520.35 -19424.5 -38522 27715.7 226.393 12266.6 25855.2 122800 14286.6 -1748.91 -39159.8 12760.6 -16362.8 27333.9 20994.6 25237.6 100724 17970 338929
internal_weight=0 118815 32036 12559 6810 2635 86779 5749 137 19477 12369 83632 7108 4461 6979 76653 19010 9652 1029 8623 9358 1692 2647 1556 6931 6386 6183 543 5640 83
internal_count=4318164 118815 32036 12559 6810 2635 86779 5749 137 19477 12369 83632 7108 4461 6979 76653 19010 9652 1029 8623 9358 1692 2647 1556 6931 6386 6183 543 5640 83
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=3 1 1 6 1 0 0 0 1 0 1 1 0 0 1 5 3 1 1 0 0 1 0 1 1 5 5 0 1 1
split_gain=8.08083e+13 4.60266e+14 7.66365e+14 6.95444e+14 1.28347e+15 7.54362e+14 1.45402e+15 1.04206e+15 1.30429e+15 1.1699e+15 1.36873e+15 1.10372e+15 9.66365e+14 1.35897e+15 1.09745e+15 1.31263e+15 1.30801e+15 9.58235e+14 2.48314e+15 1.6395e+15 1.57499e+15 2.39085e+15 1.41609e+15 9.33084e+14 9.1394e+14 8.62677e+14 8.52039e+14 8.20419e+14 7.33017e+14 6.46966e+14
threshold=10.500000000000002 37.971176850000006 37.914142000000005 1.5000000000000002 37.417247200000006 56.197733450000008 55.719391050000006 55.551692500000009 36.761894450000007 55.212972300000011 37.342273500000012 36.585378200000001 55.806974650000008 55.899899800000007 37.503486000000002 116.06000000000002 2.5000000000000004 37.615058950000012 37.620907050000007 55.762622900000004 55.784980300000008 37.559851850000008 55.745923000000012 37.582182450000005 37.66934650000001 36.005000000000003 48.510000000000012 45.013473000000012 37.362912300000012 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 28 6 7 9 -9 10 -5 -11 14 -14 -8 16 -16 20 19 22 21 -18 -19 -7 -20 -13 -24 -12 -1 -6
right_child=-2 -3 -4 5 29 23 12 8 -10 11 27 25 13 -15 15 -17 17 18 24 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5545.7523768419469 -555.63214322653903 937.99486349908477 -33237.43908840284 7272.5489968027368 -46132.981918452802 -5135.8729313325757 -6798.6605947257822 -92035.748342882958 -12374.132475723325 -55377.243051936923 -1906.478707620626 -5749.840433119607 -10823.918198243393 22212.586757582016 -297884.75686359237 -408609.33147836541 27933.32838406098 315132.25894531253 88435.748972917077 129083.31827360953 9064.1778738881076 171817.21917204699 -149023.79086378566 -112748.48478877314 25324.131821354546 38971.144752936816 -379501.61199582124 -31005.736782793487 64725.207541359821 -961.26265620958986
leaf_weight=55811 1629650 2219851 7979 55241 12806 153179 6487 2189 33652 1726 18409 5789 24317 25518 113 65 2092 50 2943 193 2504 2578 424 810 10414 16923 258 20454 1525 4214
leaf_count=55811 1629650 2219851 7979 55241 12806 153179 6487 2189 33652 1726 18409 5789 24317 25518 113 65 2092 50 2943 193 2504 2578 424 810 10414 16923 258 20454 1525 4214
internal_value=0 336.798 -2510.81 -1978.63 -10834.9 -274.077 3323.38 -2298.07 -17239.5 2219.44 -2843.08 21713.8 14456 6092.42 29277.7 40095.3 41447.5 43234.6 28256.8 -130192 73052.4 107362 -198553 -5701.93 39229.8 27572.3 -236213 -17221.7 -3676.71 -34948.9
internal_weight=0 2.68851e+06 468663 460684 74356 386328 232339 154383 35841 118542 94104 24438 77956 49835 28121 21634 21569 21456 14282 925 7174 4670 732 153989 13357 22712 682 38863 57336 17020
internal_count=4318164 2688514 468663 460684 74356 386328 232339 154383 35841 118542 94104 24438 77956 49835 28121 21634 21569 21456 14282 925 7174 4670 732 153989 13357 22712 682 38863 57336 17020
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=5 4 1 0 1 1 3 6 0 4 0 0 5 0 0 3 1 1 6 1 0 0 5 1 0 0 5 0 1 6
split_gain=9.05569e+13 1.524e+14 2.43755e+14 2.12082e+14 1.65337e+14 2.48164e+14 1.50224e+14 1.1303e+14 9.0591e+13 8.95768e+13 1.90081e+14 1.93538e+14 1.81597e+14 8.87736e+13 6.0271e+14 6.96224e+14 9.35989e+14 6.4975e+14 1.20083e+15 1.52772e+15 8.11413e+14 4.94029e+14 4.79958e+14 4.59282e+14 1.30694e+15 9.73831e+14 7.92191e+14 5.99343e+14 1.19771e+15 5.40302e+14
threshold=21.015000000000004 2.5000000000000004 39.925119750000007 43.642715500000008 30.468306550000005 30.259484550000003 15.500000000000002 1.5000000000000002 57.106514900000001 1.0000000180025095e-35 55.535913550000011 56.009576300000013 16.850000000000005 59.820733200000006 58.049540950000008 10.500000000000002 33.101335500000005 30.502469200000004 1.5000000000000002 30.578016350000002 59.755965500000009 59.609407350000005 40.205000000000005 35.911716050000003 54.978840000000005 54.934662400000008 68.00500000000001 45.254062050000009 30.578016350000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -6 9 -9 10 -1 -12 -11 14 23 16 17 -16 19 20 -19 -20 -17 24 25 27 -26 -2 29 -29
right_child=13 2 -4 4 6 -7 -8 8 -10 12 11 -13 -14 -15 15 22 -18 18 21 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-13008.268513275565 29366.82352646075 277243.1071331522 -4581.0902856036255 -86702.368323863644 13719.301325777875 312828.5953419811 137682.04415343239 -4773.9036466329298 -16250.393656774919 45854.853520959499 38790.452700342859 -1221.4543584153409 -10938.596933098754 1450.704198281338 1754.9973355924308 -7972.1540389333313 -17147.355582544558 204595.87320789602 -34816.19963180268 72985.760866970493 585039.18724489806 40314.371693660345 -42341.940006870769 206.56938115026375 -23614.024686274483 77791.359129209988 -84998.800602503659 -10503.536264136161 -53350.33271376526 17243.765570157626
leaf_weight=2224 5124 46 1134 22 492 53 122 43215 8180 627 2908 2069 5516 412838 17469 7189 24414 131 1226 765 98 3059 9344 3718213 13218 1569 2500 18079 4850 11470
leaf_count=2224 5124 46 1134 22 492 53 122 43215 8180 627 2908 2069 5516 412838 17469 7189 24414 131 1226 765 98 3059 9344 3718213 13218 1569 2500 18079 4850 11470
internal_value=0 -3658.66 24493.2 69350.7 55471.1 195633 38350.3 -4471.4 -6600.5 3728.92 11296.4 22157 -5141.84 57.3192 -92.5335 -9739 -3548.84 11045.6 41789.5 140815 367406 18818.4 -27397 70.2288 -8853.26 527.443 -33377.5 -2539.81 -7292.55 267.101
internal_weight=0 66608 1869 735 689 75 614 64739 51395 13344 7201 4977 6143 4.25156e+06 3.83872e+06 63695 47162 22748 5279 994 229 4285 16533 3.77502e+06 56810 41092 15718 39523 34399 29549
internal_count=4318164 66608 1869 735 689 75 614 64739 51395 13344 7201 4977 6143 4251556 3838718 63695 47162 22748 5279 994 229 4285 16533 3775023 56810 41092 15718 39523 34399 29549
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=5 5 4 3 2 1 1 5 0 0 1 5 6 1 4 4 6 0 1 0 1 3 1 2 3 2 1 0 0 3
split_gain=8.01194e+13 3.87481e+14 3.30118e+14 4.25727e+14 8.05451e+14 4.25264e+14 4.59905e+14 4.10377e+14 4.06275e+14 7.10178e+14 5.49046e+14 3.91844e+14 3.86419e+14 4.67198e+14 5.13385e+14 3.69215e+14 3.84372e+14 3.5088e+14 3.46644e+14 3.10627e+14 4.03525e+14 3.42576e+14 3.09099e+14 5.5727e+14 2.99818e+14 2.94616e+14 2.91734e+14 3.89145e+14 1.405e+15 4.76165e+14
threshold=54.710000000000008 50.005000000000003 2.5000000000000004 8.5000000000000018 8.5000000000000018 39.188277450000008 28.619594500000002 78.010000000000005 55.762622900000004 55.793358600000012 49.148175700000003 95.020000000000024 1.5000000000000002 38.996948700000011 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 54.725565150000001 39.739656000000004 60.063729500000008 30.102666750000001 5.5000000000000009 30.315880100000005 7.5000000000000009 4.5000000000000009 12.500000000000002 30.332994000000003 59.939091550000008 59.950068600000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 15 18 10 -10 -11 19 14 -14 -2 -17 -9 -7 -8 21 -21 23 -4 -3 -6 27 29 -29 -24
right_child=2 24 22 -5 25 8 12 17 9 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=72.86643124233062 124215.32143249447 6566.6140640175799 -16263.781188239202 1017.2066495634608 -216526.99300085619 32252.828517257913 -20978.910391284488 138329.94236979439 179803.19524935351 22344.502513823099 20661.428828906763 -47682.37224909311 -115621.90438302493 -16856.087385211878 9486.2293896652282 -38709.462872449607 39675.336680397479 4898.3154103562292 3932.8028273261771 458697.12677083333 11603.13205068408 30698.167187500003 -3171.6544697610957 9170.0685078679326 -4900.2628004465496 -759.27446014747193 -499.66309195168242 -124812.92425273439 24836.843328404073 76555.732018867784
leaf_weight=2353354 288 25053 30434 631658 219 4881 10093 602 503 23658 381 827 331 9207 36170 1129 1403 293 37747 45 201 32 1216 12016 253743 89 876053 750 3837 1951
leaf_count=2353354 288 25053 30434 631658 219 4881 10093 602 503 23658 381 827 331 9207 36170 1129 1403 293 37747 45 201 32 1216 12016 253743 89 876053 750 3837 1951
internal_value=0 -344.742 538.2 2083.21 7339.71 7729 1577.3 35651.5 13138.6 23158.4 111214 19979.3 -679.972 3274.09 8351.72 16927.5 4724.14 94647.9 7175.51 -18106.7 86172.5 280827 -729.088 -9064.41 -3869.83 -154179 -328.735 18982.8 368.274 45943.6
internal_weight=0 2.63215e+06 1.68601e+06 759757 128099 127791 59794 3715 67997 25369 884 24485 56079 45708 36501 2820 2532 895 42628 10371 278 77 926257 42450 278796 308 883807 7754 4587 3167
internal_count=4318164 2632150 1686014 759757 128099 127791 59794 3715 67997 25369 884 24485 56079 45708 36501 2820 2532 895 42628 10371 278 77 926257 42450 278796 308 883807 7754 4587 3167
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=2 3 5 1 1 1 0 0 0 6 3 0 6 1 0 1 3 0 0 0 0 1 1 5 2 0 0 0 1 0
split_gain=7.94061e+13 2.44217e+14 4.39694e+14 3.64179e+14 6.21943e+14 6.20924e+14 6.2914e+14 1.584e+15 9.85921e+14 6.79943e+14 6.54012e+14 6.08065e+14 5.51423e+14 1.04644e+15 8.88053e+14 9.45542e+14 8.12713e+14 6.34342e+14 5.89014e+14 8.28011e+14 1.21447e+15 1.19724e+15 2.43284e+15 1.08398e+15 7.10278e+14 5.8271e+14 1.19536e+15 8.28554e+14 1.05339e+15 9.91907e+14
threshold=10.500000000000002 10.500000000000002 39.355000000000011 37.971176850000006 37.914142000000005 38.422276900000007 54.864040150000001 55.619594000000006 44.732363600000006 1.5000000000000002 8.5000000000000018 44.580511600000001 1.5000000000000002 36.546174950000008 55.820531900000013 37.832345550000007 7.5000000000000009 55.777112100000004 60.017447350000005 59.904813200000007 59.896318000000008 30.410108300000001 30.388336800000001 67.990000000000023 6.5000000000000009 56.197733450000008 55.719391050000006 55.551692500000009 36.761894450000007 55.212972300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 12 6 8 9 11 10 -8 -5 13 16 17 -16 -1 -15 19 20 -18 22 23 24 -21 26 27 29 -29 -14
right_child=-2 2 -4 5 -6 -7 7 -9 -10 -11 -12 -13 25 14 15 -17 18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=20331.135413694195 991.29453350964309 1914.7450934615454 -2895.6186531733483 6771.1341716919769 -29912.164073948396 544.23523515004626 -31827.223752691807 5674.8268037757689 -21335.976945995168 45845.233130695182 314845.02137152781 61360.43476175602 -2800.8427926869531 -21584.45758399228 -78289.86477996051 34509.479951736554 -12353.442344856448 34867.537532901551 -73580.16151659649 -36134.960676916002 -122463.24189989496 -129110.82141734895 237017.17649431399 52991.535335897424 38762.74055492512 -5005.5226829276471 13021.920762643778 -82711.554395811065 -11120.799308675723 19820.620089791406
leaf_weight=13404 680690 262730 686592 9673 7979 2153936 78 29003 12876 11246 180 2586 94099 20125 4720 882 19477 2209 1349 4292 1056 542 507 3996 1796 153942 77950 2189 33648 24412
leaf_count=13404 680690 262730 686592 9673 7979 2153936 78 29003 12876 11246 180 2586 94099 20125 4720 882 19477 2209 1349 4292 1056 542 507 3996 1796 153942 77950 2189 33648 24412
internal_value=0 -185.504 -1564.32 301.428 -2231.81 836.219 10417.2 18129 -2011.01 49527.6 210037 18286.6 -1752.3 -9638.3 -24930.4 -60530.3 -435.163 -16000.9 -8866.22 -6109.35 -18016.3 15851.1 23269.6 12522.9 -14039.6 -234.168 2927.77 -2170.06 -15493.7 1858.94
internal_weight=0 3.63747e+06 949322 2.68815e+06 468574 2.21958e+06 65642 40507 25135 11504 258 12259 460595 74355 27936 5602 46419 22334 33015 31666 20533 11133 10591 10084 6088 386240 232298 154348 35837 118511
internal_count=4318164 3637474 949322 2688152 468574 2219578 65642 40507 25135 11504 258 12259 460595 74355 27936 5602 46419 22334 33015 31666 20533 11133 10591 10084 6088 386240 232298 154348 35837 118511
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 1 1 5 3 0 6 3 3 3 0 0 1 0 0 1 0 0 0 5 1 1 5 5 1
split_gain=8.86008e+13 4.79302e+14 6.00015e+14 1.04794e+15 6.91791e+14 6.17471e+14 7.98234e+14 6.38976e+14 5.30389e+14 4.21403e+14 4.19803e+14 4.14276e+14 3.94275e+14 3.98193e+14 6.56262e+14 6.4056e+14 3.90372e+14 1.07384e+15 4.79752e+14 2.1052e+15 1.1847e+15 8.90512e+14 9.29359e+14 9.98133e+14 8.85826e+14 7.94742e+14 8.85596e+14 7.73729e+14 7.46884e+14 6.79683e+14
threshold=59.820733200000006 58.049540950000008 33.101335500000005 30.502469200000004 59.609407350000005 7.5000000000000009 30.346469350000003 30.362552800000003 68.52500000000002 22.500000000000004 59.755965500000009 1.5000000000000002 2.5000000000000004 26.500000000000004 25.500000000000004 60.035045000000004 57.945214300000011 56.135466100000009 57.641335050000002 57.60800230000001 39.925119750000007 57.178027650000011 57.131524800000008 56.911498950000002 88.015000000000015 61.880021000000006 61.284352600000013 105.35000000000001 107.05000000000001 65.659480050000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 5 -5 7 9 -3 -4 -7 -9 -8 -2 14 -14 -16 18 -18 19 21 27 22 23 -1 25 26 -25 -21 -23 -27
right_child=12 2 8 4 -6 6 11 10 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 28 -24 24 -26 29 -28 -29 -30 -31
leaf_value=81.191713627313604 -24094.590398261815 -17262.026129624264 -14292.026591319693 -30885.417484572114 49910.723536596372 -4348.893217583277 -75328.865879633784 37875.174549261101 -55786.750668001412 96921.605245567567 -30154.016622038995 -27250.576249512967 1635.4701235657135 -23296.622269678544 61868.3747557608 -2384.6392505204522 -14966.708272125303 23640.61597608494 -10038.178277860945 44498.336662030721 -13384.836210089434 -12251.429572167806 13714.485032112723 -20307.275618249419 -53957.36571074387 1090.5085457041059 -98077.047376804738 159356.31630615634 -118510.28830744693 -52283.055031827251
leaf_weight=3579900 5986 5738 25968 1303 5676 6640 2792 6021 3495 438 1068 5005 398673 6248 3591 2732 10755 21823 47944 12246 3826 46670 49078 14245 4785 40062 1632 616 671 2537
leaf_count=3579900 5986 5738 25968 1303 5676 6640 2792 6021 3495 438 1068 5005 398673 6248 3591 2732 10755 21823 47944 12246 3826 46670 49078 14245 4785 40062 1632 616 671 2537
internal_value=0 -148.14 -8721.01 193.469 34825.8 -8531.51 -22395.4 7545.99 -19214.3 1917.92 27626.2 -44466.8 1385.05 1755.93 2142.42 34106.4 -4.81768 10895.2 -98.1614 28.7104 35467.4 -129.436 45.3001 -138.841 -12590.4 -9205.37 -28301.2 49999.2 -13757.5 -2088.17
internal_weight=0 3.90093e+06 64144 34681 6979 27702 14875 12827 29463 7078 7089 7797 417230 411244 404996 6323 3.83679e+06 32578 3.80421e+06 3.75627e+06 16688 3.73958e+06 3.69224e+06 3.64316e+06 63261 58476 15877 12862 47341 42599
internal_count=4318164 3900934 64144 34681 6979 27702 14875 12827 29463 7078 7089 7797 417230 411244 404996 6323 3836790 32578 3804212 3756268 16688 3739580 3692239 3643161 63261 58476 15877 12862 47341 42599
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=5 0 0 5 1 0 1 4 0 5 1 1 1 3 1 2 3 1 6 2 5 0 2 5 0 1 5 4 1 3
split_gain=8.364e+13 1.42622e+14 2.93159e+14 2.52385e+14 3.94272e+14 2.79029e+14 2.43109e+14 2.27118e+14 1.82275e+14 1.77886e+14 1.67592e+14 1.47889e+14 1.58257e+14 1.44428e+14 2.13225e+14 2.21317e+14 2.21568e+14 1.43956e+14 1.33547e+14 1.26973e+14 1.25206e+14 1.20766e+14 3.58785e+14 5.05867e+14 5.80788e+14 5.20844e+14 4.79276e+14 5.26198e+14 4.68241e+14 4.60283e+14
threshold=29.610000000000003 54.940316550000006 55.87722990000001 16.850000000000005 38.633372000000001 55.56564190000001 37.39371280000001 1.0000000180025095e-35 54.959412650000012 13.050000000000002 38.422276900000007 60.08989780000001 60.648383500000008 16.500000000000004 37.712318250000003 1.5000000000000002 6.5000000000000009 37.998366300000008 1.5000000000000002 1.5000000000000002 13.050000000000002 59.820733200000006 5.5000000000000009 62.385000000000012 60.017447350000005 30.578016350000002 72.705000000000013 1.0000000180025095e-35 30.207352000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 5 -5 -7 20 -6 -1 19 18 -13 14 15 16 -8 -11 -4 -9 -3 -2 26 -24 25 29 -23 -28 -26 -25
right_child=21 2 11 4 8 6 13 10 -10 17 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 28 -27 27 -29 -30 -31
leaf_value=16444.174412047872 -70.418696836710836 -37403.614611733872 -14910.954640785647 -4226.4001362123317 26179.323876389572 -4112.4706325073112 54079.865443522845 -12425.660459059112 -2054.0563950912292 -22320.238457786341 -1851.0908825141187 14920.908112090021 -2994.2014934495364 14913.094353705357 14529.332091105767 58606.889651107827 -4122.2107165302778 -5148.6061191365316 -4099.1668833430776 81995.319043882526 -10155.075938913811 1149.7585626771086 1711.5385678358937 -43805.122823865488 114401.91091679165 -133447.0648250214 -233934.63660635322 -10811.882852425289 -4882.5592884198604 23207.23061864949
leaf_weight=3587 3686188 2616 16900 6542 2426 3903 1147 196 39813 5250 1626 6673 18887 11062 4534 3730 1522 69666 35262 521 4745 163033 138803 1056 336 219 106 36943 15979 34893
leaf_count=3587 3686188 2616 16900 6542 2426 3903 1147 196 39813 5250 1626 6673 18887 11062 4534 3730 1522 69666 35262 521 4745 163033 138803 1056 336 219 106 36943 15979 34893
internal_value=0 -1811.77 -117.497 3963.8 5935.23 14226.4 18887.7 -11207.7 -432.47 -5310.35 15908.8 -4548.57 1682.93 22969 31120 42875.3 20890.1 -6351.97 -7602.08 56184.3 -19838.8 106.909 1777.11 4873.72 13236.8 20302.1 -1183.37 -11450.3 -2425.95 21238.7
internal_weight=0 240608 162105 84383 74679 32440 25898 9704 42239 78503 2343 77722 25560 21995 10933 6399 2669 74916 52162 717 7361 4.07756e+06 391368 191286 52483 36168 200082 37049 16315 35949
internal_count=4318164 240608 162105 84383 74679 32440 25898 9704 42239 78503 2343 77722 25560 21995 10933 6399 2669 74916 52162 717 7361 4077556 391368 191286 52483 36168 200082 37049 16315 35949
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=5 4 1 2 1 5 4 3 1 0 1 3 0 5 0 4 2 3 5 3 0 2 0 5 1 6 5 6 1 1
split_gain=7.84475e+13 1.34512e+14 1.74263e+14 1.02866e+14 1.46586e+14 2.37942e+14 1.72322e+14 1.41182e+14 1.32624e+14 1.05169e+14 1.56283e+14 5.05536e+14 2.21088e+14 1.00665e+14 9.49361e+13 1.06511e+14 9.03403e+13 1.15782e+15 7.54313e+14 6.44895e+14 8.73522e+14 4.53325e+14 4.41641e+14 3.86726e+14 3.73663e+14 9.00509e+14 4.83193e+14 6.00835e+14 9.00784e+14 5.5222e+14
threshold=21.015000000000004 3.5000000000000004 30.468306550000005 2.5000000000000004 38.781124500000011 13.050000000000002 1.0000000180025095e-35 13.500000000000002 37.582182450000005 55.708120100000009 37.642309100000013 6.5000000000000009 55.769960200000007 16.850000000000005 55.455204450000004 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 64.020000000000024 8.5000000000000018 47.155083450000006 8.5000000000000018 51.636650050000007 102.01000000000001 37.767735350000002 1.5000000000000002 46.010000000000012 1.5000000000000002 50.888703650000004 49.964253350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 14 7 -7 -1 -10 11 12 13 -11 -5 -16 24 18 -18 20 -19 -22 23 -20 25 -2 -26 -28 29 -29
right_child=16 2 -4 4 -6 6 -8 -9 9 10 -12 -13 -14 -15 15 -17 17 19 22 -21 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-19699.80447457829 -10083.408255114951 315152.17213541665 37439.946058393885 9357.2049630059137 -4320.9593538334957 -14048.189116357824 -8764.3524257790559 26444.665840244794 -10367.065748396348 97215.484668300924 -2248.4998505819162 -18030.190261870197 21031.486121993636 191846.42842548079 -51380.905771821126 90459.636170378784 -4824.787743305209 -7113.0903453825294 -29931.359511755552 76.844701105508534 22575.061394411387 -137917.82725326624 -13740.005856263009 -82478.081270986266 -515.59826411197298 692.09160840520497 8251.3310376364552 4346.0626949392044 -2342.793691415754 24473.409993861831
leaf_weight=7396 106162 24 386 288 25227 1097 4730 4003 12657 294 8447 935 277 182 58 607 178528 15953 8226 2006720 30965 177 23686 1688 795121 287819 169512 306875 305859 14265
leaf_count=7396 106162 24 386 288 25227 1097 4730 4003 12657 294 8447 935 277 182 58 607 178528 15953 8226 2006720 30965 177 23686 1688 795121 287819 169512 306875 305859 14265
internal_value=0 -3405.26 53696.3 -3758.92 -149.662 9609.16 4983.9 17734.7 -8064.26 -4288.53 3302.6 31081.1 92062.6 133398 57317.7 78088.6 53.3493 -378.159 -7411.77 348.306 11915.3 21662.9 -21157.3 -38878.2 545.779 -2211.47 1228.29 2969.13 1541.07 5240.12
internal_weight=0 66608 410 66198 36010 10783 9830 5100 30188 22792 10135 1688 753 476 953 665 4.25156e+06 2.26594e+06 212128 2.05382e+06 47095 31142 33600 9914 1.98561e+06 393981 1.59163e+06 796511 626999 321140
internal_count=4318164 66608 410 66198 36010 10783 9830 5100 30188 22792 10135 1688 753 476 953 665 4251556 2265943 212128 2053815 47095 31142 33600 9914 1985613 393981 1591632 796511 626999 321140
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=1 1 1 0 6 0 3 1 5 3 6 3 0 5 5 2 1 1 5 0 0 3 5 6 5 1 1 1 0 1
split_gain=8.32448e+13 3.5411e+14 5.58411e+14 5.46787e+14 4.33457e+14 5.17242e+14 3.55132e+14 3.45229e+14 4.12863e+14 3.45178e+14 3.39754e+14 4.96446e+14 4.15642e+14 3.8748e+14 3.20628e+14 2.9901e+14 2.92236e+14 8.58107e+14 8.13979e+14 7.28375e+14 2.49036e+15 1.727e+15 8.49193e+14 6.90192e+14 6.7862e+14 6.00195e+14 5.99248e+14 6.79541e+14 9.56578e+14 9.05683e+14
threshold=83.015546400000019 83.011163250000024 83.00362155000002 55.02863030000001 1.5000000000000002 55.030402950000003 22.500000000000004 82.991167100000027 94.040000000000006 12.500000000000002 1.5000000000000002 9.5000000000000018 55.014086100000007 58.005000000000003 225.45000000000002 1.5000000000000002 82.964402850000013 82.967723800000016 107.05000000000001 54.986619450000006 54.99493995000001 4.5000000000000009 69.610000000000014 1.5000000000000002 85.020000000000024 82.966612450000014 82.95335685000002 82.902675200000019 55.07108800000001 82.911991800000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 -5 -6 14 16 10 -3 12 -12 -9 -13 -4 -14 26 18 -18 21 -21 22 -19 -23 -25 -20 27 -1 -29 -30
right_child=-2 3 6 4 5 -7 -8 8 -10 -11 11 13 15 -15 -16 -17 17 19 25 20 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-126.10274291717413 1612.3281041273799 41295.367253734585 13543.611765914586 -5702.9470002144371 -39623.757586815947 24020.077929536699 -44533.735629650684 7956.5324694738783 -102165.35025981939 -20044.278294176038 18208.925450867911 -6939.3768705002094 8559.7269777004949 -24851.486177907391 135207.55814220183 -10871.237862152348 17223.457241482742 41361.797438944217 246297.3993717324 108949.17909492594 5104.7496193299967 -875.22712321011159 173493.23306975863 -13818.214215733571 -57256.470958786391 -51656.636744505493 -6932.3922543456692 11204.172004180247 40803.318932857343 -19177.938909847817
leaf_weight=3344916 298114 3708 33968 77164 7524 1538 1057 33683 436 1219 5415 32393 10128 19256 218 36318 31701 1775 263 2439 43454 50456 670 22831 4269 91 123758 106899 2888 19615
leaf_count=3344916 298114 3708 33968 77164 7524 1538 1057 33683 436 1219 5415 32393 10128 19256 218 36318 31701 1775 263 2439 43454 50456 670 22831 4269 91 123758 106899 2888 19615
internal_value=0 -119.565 23.3912 -6281.3 -8132.68 -28822.1 12554.3 -90.0313 -5009.11 26119.2 -4700.35 -10597.3 -500.803 -13617.4 14319.4 -6634.13 90.2146 4300.19 18907.4 580.921 10623.6 -5180.11 77569.6 -7788.85 -20660.9 169705 -94.5957 148.972 7259.39 -11480
internal_weight=0 4.02005e+06 3.9289e+06 91153 86226 9062 35243 3.89365e+06 137629 4927 137193 57064 80129 51649 34186 46446 3.75602e+06 157949 32055 125894 45893 80001 2445 77556 27100 354 3.59808e+06 3.47432e+06 129402 22503
internal_count=4318164 4020050 3928897 91153 86226 9062 35243 3893654 137629 4927 137193 57064 80129 51649 34186 46446 3756025 157949 32055 125894 45893 80001 2445 77556 27100 354 3598076 3474318 129402 22503
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 1 1 0 0 1 1 1 4 1 3 0 1 1 0 1 5 1 0 5 5 1 1 5 0 2
split_gain=8.34314e+13 1.52036e+14 7.75464e+14 7.25229e+14 7.14174e+14 7.772e+14 6.96013e+14 1.07092e+15 5.42772e+14 6.10487e+14 7.0448e+14 5.12124e+14 5.40499e+14 4.95722e+14 4.86994e+14 6.83578e+14 4.81468e+14 4.75462e+14 5.96023e+14 4.66093e+14 5.54876e+14 3.97496e+14 4.18755e+14 3.95662e+14 3.67701e+14 3.51559e+14 3.25785e+14 3.22182e+14 3.01961e+14 2.79109e+14
threshold=23.500000000000004 60.003414000000006 60.017447350000005 30.434657650000002 59.904813200000007 30.226173900000003 30.434657650000002 59.932719750000011 59.820733200000006 30.207352000000004 30.410108300000001 30.315880100000005 1.5000000000000002 30.315880100000005 25.500000000000004 59.896318000000008 37.214886200000009 30.332994000000003 55.91302515000001 30.259484550000003 99.555000000000021 30.434657650000002 60.063729500000008 53.995000000000012 40.605000000000011 30.362552800000003 30.259484550000003 51.815000000000005 60.063729500000008 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 29 8 -6 7 13 16 -10 23 26 27 -7 -12 -16 17 -2 -19 20 28 22 -21 -11 -20 -25 -9 -13 -4 -3
right_child=1 2 19 -5 5 6 -8 11 9 10 14 12 -14 -15 15 -17 -18 18 24 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=125.95970396492588 75585.281518758973 49643.417067006936 -8442.120847350865 -48311.592937103938 43155.689538329767 -234263.72805421916 12359.476586036533 -157314.58644896583 -39867.857715037513 26063.849085992781 -8627.9525419896072 -23589.089484797852 -94060.780461098999 -88767.111370387371 -1512.9024844613748 88697.670148388745 -1709.5564188761373 23486.323326470603 -22823.463779965699 24609.8795853675 -152853.17524549697 -28854.141261963607 -9478.825057001095 64308.279733174459 -93073.424478324814 167934.23809906165 -1559.5232207684176 -282081.53807397961 -86191.223205543167 125090.08546797122
leaf_weight=3990478 359 1010 10296 503 1548 367 2803 139 1764 2915 6855 3020 2047 647 1939 1482 257561 984 1220 12582 288 2360 5050 2156 1914 386 3964 49 525 953
leaf_count=3990478 359 1010 10296 503 1548 367 2803 139 1764 2915 6855 3020 2047 647 1939 1482 257561 984 1220 12582 288 2360 5050 2156 1914 386 3964 49 525 953
internal_value=0 -1533.91 4842.12 58819.9 -2261.58 -23835.1 -31790.1 -43883.4 -1136.04 15916.6 22171.2 -33154.6 -54261.8 -141427 6750.86 37566.9 -2274.7 -34787 -44409.1 562.216 -15860.3 9687.76 14846.5 51209 -65726.6 80043.8 -6836.14 -27716.2 -12214.3 86271.4
internal_weight=0 327686 33567 2466 294119 14584 13036 10233 279535 17497 15733 9219 5116 1014 10276 3421 262038 4477 4118 31101 11109 19992 17632 5457 3134 2542 4103 3069 10821 1963
internal_count=4318164 327686 33567 2466 294119 14584 13036 10233 279535 17497 15733 9219 5116 1014 10276 3421 262038 4477 4118 31101 11109 19992 17632 5457 3134 2542 4103 3069 10821 1963
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=3 0 2 4 5 1 5 3 0 1 1 5 1 0 1 3 1 1 5 0 6 5 5 0 0 1 1 1 1 5
split_gain=7.49803e+13 6.07229e+14 4.41384e+14 6.28071e+14 4.65873e+14 6.44689e+14 4.12516e+14 6.22421e+14 5.2505e+14 4.74519e+14 8.15125e+14 6.19949e+14 4.66765e+14 4.21176e+14 3.80709e+14 3.77599e+14 1.407e+15 9.44138e+14 8.79272e+14 8.2706e+14 8.58117e+14 9.70134e+14 7.65799e+14 5.89814e+14 9.89951e+14 4.93977e+14 4.75742e+14 1.05487e+15 7.6418e+14 6.95988e+14
threshold=9.5000000000000018 63.563300600000012 4.5000000000000009 1.5000000000000002 38.010000000000012 30.410108300000001 45.005000000000003 8.5000000000000018 63.563300600000012 37.737121850000008 37.615058950000012 74.010000000000005 54.845880150000006 55.551692500000009 39.753614400000011 10.500000000000002 82.95335685000002 83.015546400000019 94.040000000000006 55.030402950000003 1.5000000000000002 58.005000000000003 39.995000000000012 54.959412650000012 55.010031850000011 82.957885500000017 39.739656000000004 41.950906500000009 39.718803500000007 59.245000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 6 4 -4 -6 -1 8 -8 10 13 -12 14 -9 -10 16 -2 18 19 20 22 -22 -18 -23 -25 -24 28 29 -17 -28
right_child=1 -3 3 -5 5 -7 7 9 12 -11 11 -13 -14 -15 -16 26 17 -19 -20 -21 21 23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-1195.6864363359598 7660.2566982644348 65158.951579789078 -1144.5304013821651 -5181.6275612459503 41461.176899628728 5922.9488718930761 4228.7851360367085 9242.4658490412749 -55166.435989755999 -387.56876604151159 -43346.457461111422 -166669.34033530008 -62739.361772765697 -16595.557149056858 41532.374520994344 490.06442523745619 -7801.6780033235018 12365.270438888285 -78466.415678142133 29296.782073107301 -3612.3618256922764 -39218.679626517223 -41778.028949181207 58768.035631354076 -18957.511312529157 3936.0303721146952 -8144.3542356584212 -1541.7674758503772 26266.944323460841 -33671.847292655832
leaf_weight=686916 289203 1446 150560 377645 5715 47790 513235 9065 641 119726 2769 478 2219 20749 1116 1021070 89143 45912 1528 8037 77811 14026 2393 1749 25972 193589 30091 549381 11632 16557
leaf_count=686916 289203 1446 150560 377645 5715 47790 513235 9065 641 119726 2769 478 2219 20749 1116 1021070 89143 45912 1528 8037 77811 14026 2393 1749 25972 193589 30091 549381 11632 16557
internal_value=0 376.118 -461.662 -2766.2 1703.81 9718.87 526.297 2291.76 3948.35 -3316.08 -13921.3 -61501.2 -32251.1 -8739.46 6254.09 336.727 2194.44 -1240.73 -2748.71 -2468.38 -3099.24 -10210.5 -117.379 -22508.5 -14053.6 3377.85 -517.99 -2767.64 780.406 -17205
internal_weight=0 2.37954e+06 1.93862e+06 581710 204065 53505 1.35691e+06 669998 517211 152787 33061 3247 3976 29814 1757 2.37809e+06 749363 460160 414248 412720 404683 119558 285125 41747 27721 195982 1.62873e+06 596029 1.0327e+06 46648
internal_count=4318164 2379540 1938624 581710 204065 53505 1356914 669998 517211 152787 33061 3247 3976 29814 1757 2378094 749363 460160 414248 412720 404683 119558 285125 41747 27721 195982 1628731 596029 1032702 46648
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 5 5 3 5 0 1 3 3 1 1 1 3 5 3 0 5 1 1 0 0 1 5 0 1
split_gain=7.44325e+13 1.44165e+15 1.17306e+15 1.01388e+15 1.47023e+15 1.06645e+15 1.1339e+15 8.8271e+14 7.26818e+14 7.60662e+14 6.67054e+14 1.09428e+15 1.21414e+15 1.15945e+15 1.24124e+15 1.18155e+15 1.40667e+16 9.32386e+14 8.23844e+14 7.21613e+14 6.63558e+14 6.55552e+14 5.97924e+14 7.08642e+14 1.31117e+15 5.71443e+14 7.20503e+14 5.52921e+14 5.4675e+14 5.89859e+14
threshold=56.782419000000012 56.367862600000002 56.852744000000008 60.648383500000008 60.08989780000001 56.838612000000005 70.50500000000001 110.05000000000001 11.500000000000002 66.040000000000006 56.281985950000006 37.582182450000005 5.5000000000000009 7.5000000000000009 43.94115175000001 39.262370300000008 38.233559750000005 23.500000000000004 41.005000000000003 25.500000000000004 56.301440000000007 73.405000000000015 60.55755580000001 60.601268000000012 56.819808050000006 56.831297550000009 60.611165000000007 125.85000000000001 56.819808050000006 60.628582700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -2 8 -7 -3 9 -6 -1 21 -13 14 -14 16 27 18 -18 -17 -16 -12 -10 24 -24 28 -27 -15 -25 -30
right_child=2 7 -4 -5 5 6 -8 -9 22 -11 11 12 13 15 20 19 17 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=-92.298472001375799 -10088.468419103454 -12387.226366004621 -460.12075989051368 -11951.776199058504 22502.714582905279 33420.557202809279 123756.31795878944 -122848.2727107636 -9667.7155835930462 66931.793045650702 -10936.472275094537 -4090.2236781868496 -25020.754829936341 -74.326613683530965 4628.2528311270253 16864.876489820945 373804.97714596521 281152.07970281865 649399.89950550953 -122051.73149310995 177537.08317007695 -94309.193790791353 11755.523211932785 10797.124304938545 111413.74419365679 -34940.649407405319 191542.75791684503 -328470.13430739188 170645.11088148822 21223.957921778154
leaf_weight=3269724 17685 80446 802951 16049 22953 4648 1982 730 12139 4631 9672 19484 582 3655 270 27981 158 153 346 379 1247 1045 3599 8594 2085 3704 146 52 469 605
leaf_count=3269724 17685 80446 802951 16049 22953 4648 1982 730 12139 4631 9672 19484 582 3655 270 27981 158 153 346 379 1247 1045 3599 8594 2085 3704 146 52 469 605
internal_value=0 -213.373 807.839 11061.8 15499 22401.8 60425.9 -13380.6 18123.4 29961.8 107.15 10136.4 15899.2 27083.6 99131.2 22462.3 70902.3 497367 563003 15008.4 146762 -19066 7704.22 18686.3 48312.1 6229.37 -26351.9 -4680.9 19203.9 86474
internal_weight=0 3.41592e+06 902240 99289 83240 65555 6630 81176 58925 27584 3.33475e+06 65024 54307 34823 2099 32724 4364 657 504 28360 1517 10717 31341 19202 5684 13518 3850 3707 9668 1074
internal_count=4318164 3415924 902240 99289 83240 65555 6630 81176 58925 27584 3334748 65024 54307 34823 2099 32724 4364 657 504 28360 1517 10717 31341 19202 5684 13518 3850 3707 9668 1074
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=5 2 1 1 0 3 5 1 1 3 1 3 0 0 3 3 2 0 0 5 2 1 1 0 0 1 4 3 1 6
split_gain=7.5209e+13 3.1989e+14 4.49825e+14 6.63765e+14 5.31149e+14 4.8219e+14 4.36396e+14 4.40859e+14 7.61656e+14 4.35926e+14 4.34415e+14 3.71377e+14 3.82701e+14 1.13233e+15 5.50589e+14 3.67039e+14 7.46022e+14 7.91063e+14 5.81462e+14 8.0233e+14 5.54308e+14 4.68739e+14 1.11009e+15 4.02013e+14 9.52982e+14 4.21667e+14 3.59747e+14 3.57893e+14 4.03822e+14 3.8388e+14
threshold=102.01000000000001 5.5000000000000009 39.007683500000006 39.041623000000008 59.990816400000007 16.500000000000004 132.05000000000004 82.784560750000011 82.871296800000025 21.500000000000004 82.940215400000014 17.500000000000004 60.003414000000006 60.035045000000004 8.5000000000000018 6.5000000000000009 3.5000000000000004 55.078308950000007 55.025681450000008 137.05000000000004 1.5000000000000002 49.073956850000009 49.148175700000003 54.811549550000009 55.110554300000004 50.227799100000006 2.5000000000000004 8.5000000000000018 39.694727950000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 -4 -3 6 -5 -8 -9 -7 -10 12 15 14 -14 16 21 18 -18 -20 -17 26 -23 25 -25 -24 -2 28 29 -22
right_child=1 2 3 5 -6 9 7 8 10 -11 -12 -13 13 -15 -16 20 17 -19 19 -21 27 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=66.980287151405136 -68836.015316310761 21675.331026778484 -84415.060572911752 -19918.307702579521 -33240.841972590701 36496.191696864989 -3268.4000140566764 438191.73004807695 116404.25669323686 -3378.903375124059 -647.47360622545818 -36898.320999250012 169530.0051739839 -23075.178599552633 -37487.970043945315 -42265.547327519344 -39549.17615804731 -3365.4081439592337 -35876.345049273084 -170153.75537580255 66351.933228035472 197008.81057966786 111385.92853774603 79813.981640759375 -21480.149322249563 -50839.348263173801 -8192.9131267090561 759.6684230520209 61504.803457567308 -35794.20116100544
leaf_weight=4209727 1084 16340 993 14192 1974 5181 3907 52 542 5823 764 4030 652 1244 160 2600 4250 4251 834 954 541 338 181 1817 1900 1396 10024 19004 2259 1150
leaf_count=4209727 1084 16340 993 14192 1974 5181 3907 52 542 5823 764 4030 652 1244 160 2600 4250 4251 834 954 541 338 181 1817 1900 1396 10024 19004 2259 1150
internal_value=0 -2600.3 3296.84 -3957.54 15756.1 -1334.7 -10796.5 13791.6 62873.6 15395.4 47929.9 -7602.75 -5442 36882.3 128738 -7096.88 -15220.5 -36411.5 -59677.3 -107521 1495.61 -2195.71 21304.7 10086.7 28036 -32220 -14110.9 6452.43 33841.1 -3114.69
internal_weight=0 108437 49768 31454 18314 30461 19457 5265 1358 11004 1306 58669 54639 2056 812 52583 27029 10289 6038 1788 25554 16740 5632 5294 3717 1577 11108 22954 3950 1691
internal_count=4318164 108437 49768 31454 18314 30461 19457 5265 1358 11004 1306 58669 54639 2056 812 52583 27029 10289 6038 1788 25554 16740 5632 5294 3717 1577 11108 22954 3950 1691
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 5 5 5 3 0 0 1 3 0 0 1 0 5 1 1 5 6 0 0 5 5 5 0 0 3
split_gain=7.28665e+13 1.54389e+14 1.84637e+14 2.16003e+14 1.86709e+14 1.68757e+14 1.58426e+14 1.34015e+14 1.66802e+14 1.08355e+14 1.05437e+14 1.05198e+14 1.35499e+14 1.37813e+14 1.45683e+14 1.35075e+14 3.83953e+14 1.89951e+14 1.56902e+14 2.36615e+14 2.58387e+14 2.49847e+14 2.62278e+14 2.0498e+14 2.37859e+14 1.60357e+14 1.57772e+14 1.63515e+14 1.74666e+14 1.6279e+14
threshold=113.46563545000002 48.713222300000005 57.814144100000007 114.17164950000002 2.5000000000000004 66.040000000000006 69.015000000000015 107.05000000000001 4.5000000000000009 51.83362145000001 63.563300600000012 104.38035940000002 6.5000000000000009 55.784980300000008 51.717367500000009 103.85249100000001 52.485928400000006 69.610000000000014 92.928903050000017 92.815157350000007 68.52500000000002 1.5000000000000002 56.093493200000005 51.83362145000001 95.020000000000024 99.555000000000021 84.030000000000015 56.028355650000009 55.993277250000013 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 6 3 7 5 -5 -2 9 -9 -3 -4 15 13 14 -13 18 17 -17 19 -1 -21 25 26 -20 -25 -22 -23 28 -28 -30
right_child=1 2 10 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 23 20 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-50.28249307812694 23172.789506353049 -74420.118999461643 19352.015529719964 -6753.6867016303513 -35947.329504238558 89388.718363358348 117826.21844976382 227077.84146205359 -61780.397301307094 9432.9044062766425 -119693.52963068183 -57095.149867421031 -28390.93535662417 -64019.831224593501 329.29067630372992 16102.78744141979 -10640.854515924053 55325.297623440521 49128.681575700408 4191.759835527635 13180.918052569807 30550.258999767131 -41107.538335239959 -7878.7745505047906 -96266.937917496325 -56441.841840854941 -33800.79285552536 49707.73836474304 119157.58171081543 329409.68719726568
leaf_weight=4204104 996 156 6460 4669 2661 190 215 21 416 12676 55 460 2771 369 11159 7302 5671 1486 623 22906 1518 2014 350 26495 308 423 69 1117 464 40
leaf_count=4204104 996 156 6460 4669 2661 190 215 21 416 12676 55 460 2771 369 11159 7302 5671 1486 623 22906 1518 2014 350 26495 308 423 69 1117 464 40
internal_value=0 5038.35 3488.71 -1114.77 -14654.9 -2994.26 39977.5 6558.89 -47899.3 8413.49 18178.2 -33.4919 -8461.54 -3854.9 -1944.16 -4.39422 9644.63 22735.1 -37.1409 11.7068 9029.02 27511.4 41637.2 -7576.43 -8894.47 -1991.89 49456 71986.3 115416 135844
internal_weight=0 28515 27304 20789 7520 4859 1211 13269 437 12832 6515 4.28965e+06 14759 11988 11619 4.27489e+06 14459 8788 4.26043e+06 4.233e+06 28901 5995 4054 27426 26803 1941 3704 1690 573 504
internal_count=4318164 28515 27304 20789 7520 4859 1211 13269 437 12832 6515 4289649 14759 11988 11619 4274890 14459 8788 4260431 4233005 28901 5995 4054 27426 26803 1941 3704 1690 573 504
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=2 3 0 0 5 3 1 1 3 0 1 0 0 0 1 3 1 1 1 0 4 1 1 0 1 0 4 1 5 5
split_gain=7.21556e+13 2.02763e+14 1.68146e+14 1.97157e+14 1.49579e+14 1.63965e+14 1.70916e+14 1.59416e+14 1.50397e+14 1.24285e+14 1.67287e+14 1.29837e+14 1.34243e+14 1.22618e+14 1.06817e+14 1.05122e+14 1.22006e+14 4.95161e+14 2.37957e+14 9.6423e+13 9.63402e+13 1.0227e+14 1.44286e+14 1.32872e+14 1.1379e+14 1.13128e+14 9.44345e+13 9.29396e+13 9.26751e+13 9.19667e+13
threshold=25.500000000000004 32.500000000000007 55.56564190000001 55.551692500000009 62.015000000000008 33.500000000000007 37.737121850000008 37.362912300000012 38.500000000000007 55.885524800000006 37.533784800000006 55.695992150000002 55.674875350000008 59.904813200000007 37.533784800000006 35.500000000000007 37.615058950000012 37.642309100000013 37.582182450000005 55.755036050000008 1.0000000180025095e-35 37.487839250000007 37.417247200000006 55.674875350000008 37.39371280000001 55.834684950000003 1.5000000000000002 37.542000650000013 99.555000000000021 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 8 7 -7 -6 15 11 -11 12 -9 -2 26 20 18 19 -17 -18 -4 22 23 -22 25 -25 -3 -5 29 -16
right_child=13 2 4 27 5 6 -8 9 -10 10 -12 -13 -14 -15 28 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=19.58704285055806 11199.585342265331 -137.65861111111113 27316.08539251109 -84176.245640120978 94471.114322916663 29451.112406987733 -37815.266542205616 -49489.600824477486 -62698.025566303455 -131118.93215206187 12286.978626650856 -83031.416976589986 62292.017701322126 -40439.884759773704 -3433.3126836961319 17814.515188040787 159508.89674804689 8400.6372672685611 -225652.19701388889 367812.42250000004 -133990.3611013105 -16778.080744768125 128092.88797034881 -78403.035396526539 98201.459079892797 42288.643775107645 204730.36010850695 96457.009138510504 87560.520497592661 -79534.035846212646
leaf_weight=4294615 9205 45 671 31 78 736 776 619 475 97 504 1214 130 484 682 372 40 306 45 50 62 5673 113 139 137 176 45 351 86 207
leaf_count=4294615 9205 45 671 31 78 736 776 619 475 97 504 1214 130 484 682 372 40 306 45 50 62 5673 113 139 137 176 45 351 86 207
internal_value=0 -19.3849 -12095.1 20165 -15855.7 -31334.1 -5071.84 -46363.9 -8070.57 -50648.3 -10858.4 -62830.5 -30088.3 8620.01 -1941.96 -4737.06 29291.8 69044.4 -8458.87 275233 -8705.71 -12542.3 25782.3 3289.84 22120.3 -10969 102296 81798.3 -11564 -21153.1
internal_weight=0 4.30848e+06 13860 1447 12413 4154 1512 2642 8259 2564 601 1963 749 9689 1065 7784 813 396 417 90 6971 6300 627 514 452 315 90 382 975 889
internal_count=4318164 4308475 13860 1447 12413 4154 1512 2642 8259 2564 601 1963 749 9689 1065 7784 813 396 417 90 6971 6300 627 514 452 315 90 382 975 889
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=5 0 0 0 4 1 1 0 1 5 1 0 0 4 3 0 0 0 0 0 3 1 0 0 1 1 1 1 2 4
split_gain=6.942e+13 3.79048e+14 9.59153e+14 1.15599e+15 5.19049e+14 4.10857e+14 3.29318e+14 3.23929e+14 3.08021e+14 4.41696e+14 4.7173e+14 3.4519e+14 3.76443e+14 3.29383e+14 2.98197e+14 7.33834e+14 8.34247e+14 5.82365e+14 7.73301e+14 6.24907e+14 5.79083e+14 5.49091e+14 4.82602e+14 4.3272e+14 3.96261e+14 5.34029e+14 3.92346e+14 4.03525e+14 3.7534e+14 3.45089e+14
threshold=128.92000000000004 56.819808050000006 56.852744000000008 57.131524800000008 1.0000000180025095e-35 65.58467570000002 60.58031445000001 57.692655200000004 30.578016350000002 225.45000000000002 30.410108300000001 60.003414000000006 60.042666650000008 1.0000000180025095e-35 6.5000000000000009 55.046835900000012 55.017213950000006 55.07108800000001 55.025681450000008 55.02863030000001 17.500000000000004 56.135466100000009 55.002082750000007 55.110554300000004 49.964253350000007 47.854228500000012 82.837870700000011 82.907204800000002 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 5 -2 -4 -3 -5 9 10 11 13 -13 -9 17 16 21 18 22 -20 -18 24 -6 28 25 -16 -21 -28 -19 -23
right_child=1 2 3 7 14 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 20 23 19 26 -22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-36.499082850358711 115416.49871881219 4493.784761922393 -64946.8978783489 63276.501563318045 -20972.987069057195 -252145.07887773725 145196.58639819894 -398530.84968750004 -41265.691162222145 -119576.64151431632 169215.66606911307 142854.81359655992 -23298.396912896456 9089.3820019466202 21006.61512694279 -22402.443557585069 151875.69159633556 90005.92841163429 -193400.45910536507 -118338.72064393941 -21251.47618314303 -67011.541194387581 117940.30120467558 10152.390558954294 96565.227802102614 -164305.1908854167 396103.5625 -14716.959310133441 412027.13833333337 19925.42093858507
leaf_weight=4282675 377 211 813 1731 5503 137 786 20 866 197 241 424 201 2252 7085 6096 752 185 452 495 260 1248 262 2714 684 159 25 548 45 720
leaf_count=4282675 377 211 813 1731 5503 137 786 20 866 197 241 424 201 2252 7085 6096 752 185 452 495 260 1248 262 2714 684 159 25 548 45 720
internal_value=0 4404.57 23750.9 10470.8 -1116.24 -91942.8 115419 26872.2 11872 25670.3 34788.8 23605.8 89419.9 5501.18 -2729.46 5386.6 20916.7 -16221 -31389.3 -94840.1 107396 12072.9 -14659.8 21313.1 23809 16939.2 -53127.3 3207.15 153010 -35205.3
internal_weight=0 35489 7879 6882 27610 950 997 5932 4201 3335 3138 2897 625 2272 27233 17004 10908 10229 7285 1520 1012 9896 5765 2944 7928 7244 1068 573 230 1968
internal_count=4318164 35489 7879 6882 27610 950 997 5932 4201 3335 3138 2897 625 2272 27233 17004 10908 10229 7285 1520 1012 9896 5765 2944 7928 7244 1068 573 230 1968
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=5 1 1 0 1 0 0 1 4 3 0 4 5 1 3 3 0 6 1 0 4 1 0 1 0 3 0 0 1 0
split_gain=6.98699e+13 2.32401e+14 1.00595e+15 6.61032e+14 1.34571e+15 6.80801e+14 6.25792e+14 5.76764e+14 6.66534e+14 5.64987e+14 4.97965e+14 3.96013e+14 4.19944e+14 3.67427e+14 5.10072e+14 4.33969e+14 6.06267e+14 4.23998e+14 5.98393e+14 7.39899e+14 5.79639e+14 4.7758e+14 4.21259e+14 4.73612e+14 4.17289e+14 4.04064e+14 4.43878e+14 3.9415e+14 3.68698e+14 3.65672e+14
threshold=100.05000000000001 39.003296000000006 39.041623000000008 45.133160800000006 37.889331900000009 45.112033650000008 45.070824200000011 37.533784800000006 3.5000000000000004 3.5000000000000004 55.619594000000006 1.0000000180025095e-35 142.05000000000004 30.451272450000005 16.500000000000004 10.500000000000002 59.982527000000012 1.5000000000000002 20.507360500000004 54.708501450000007 3.5000000000000004 30.388336800000001 55.975961550000008 35.911716050000003 59.863160500000006 8.5000000000000018 60.035045000000004 60.063729500000008 30.160599000000001 59.846652800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 6 -2 13 10 -7 -9 12 -4 14 15 16 17 18 20 -20 -5 -19 23 -15 -24 26 -18 -17 -28 -21
right_child=1 2 11 4 -6 9 -8 8 -10 -11 -12 -13 -14 22 -16 27 25 21 19 29 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=67.661247376753025 26029.29050806001 -68303.74334093176 22617.233461561838 16122.608144022624 -68439.805520478971 23681.063977502898 -90711.923419771949 73471.873646856708 81215.721858833582 276958.90798656089 -36397.467800132348 -4434.8009495032884 177668.29252256197 -143249.13818320155 -24301.899984783973 45613.671664026573 129896.63075858649 -23640.129114205283 199763.05534855771 -98421.505953156011 -246717.47670784887 88348.786449593987 -112065.55471370593 -2712.4466926800487 -16550.361736514911 -46976.083327581655 -85838.441011574745 436656.60528846155 113535.13747257186 54100.095135615673
leaf_weight=4199349 9698 2484 707 240 2912 162 482 598 1893 193 1330 72489 232 249 4211 2990 834 6135 325 189 129 406 872 6488 962 266 217 26 162 934
leaf_count=4199349 9698 2484 707 240 2912 162 482 598 1893 193 1330 72489 232 249 4211 2990 834 6135 325 189 129 406 872 6488 962 266 217 26 162 934
internal_value=0 -2391.39 -5716.24 3491.55 -3589.97 25249 20501.9 2821.04 39065.4 161379 -2319.74 -3598.97 60925.9 -2581.33 5903.52 15799.7 5625.19 -4818.01 37916.2 66885.9 -75764.6 -16689 -19473.8 -7906.69 -61964.3 64640.9 89117.5 48984.7 -618.072 28430.8
internal_weight=0 118815 75912 42903 32368 10535 10180 29456 3821 355 1928 73428 939 25635 17064 12853 9837 8358 1817 1448 369 6541 8571 6737 1834 1479 1213 3016 379 1123
internal_count=4318164 118815 75912 42903 32368 10535 10180 29456 3821 355 1928 73428 939 25635 17064 12853 9837 8358 1817 1448 369 6541 8571 6737 1834 1479 1213 3016 379 1123
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=5 4 1 4 3 4 1 4 3 3 4 0 1 0 5 5 6 0 0 1 1 2 0 0 5 0 1 3 2 5
split_gain=6.88941e+13 2.47934e+14 2.66365e+14 3.91932e+14 2.0177e+14 1.7865e+14 1.70404e+14 2.30204e+14 3.0116e+14 2.44171e+14 2.00679e+14 1.66239e+14 2.53425e+14 3.55892e+14 2.46652e+14 2.42721e+14 2.16729e+14 1.92788e+14 2.05555e+14 1.77834e+14 1.665e+14 1.54642e+14 1.49426e+14 1.88534e+14 1.49182e+14 1.48501e+14 1.45743e+14 1.45353e+14 1.45267e+14 1.70575e+14
threshold=177.02500000000003 3.5000000000000004 38.911476500000006 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 38.969379750000009 2.5000000000000004 9.5000000000000018 24.500000000000004 1.5000000000000002 56.093493200000005 37.889331900000009 55.120365700000008 110.05000000000001 101.05000000000001 1.5000000000000002 59.916647550000008 59.950068600000009 37.098288800000006 30.278357500000002 4.5000000000000009 55.055104550000003 55.010031850000011 52.990000000000002 43.642715500000008 38.959914000000005 16.500000000000004 10.500000000000002 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 27 -3 -1 21 10 -9 28 -8 12 13 16 -15 -14 -7 -13 20 -16 -19 -5 23 25 -20 -17 -23 -4 29 -10
right_child=1 4 3 6 -6 11 7 8 9 -11 -12 17 15 14 19 22 -18 18 24 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=14.702967237566467 -68428.450147177951 -218272.43133928571 248706.91107536765 -15041.327922028187 22573.266891273732 153028.75134548612 -33644.191390313732 -104452.93867142567 75619.405057123658 -191441.48896059784 51199.402262218384 -45094.291566216765 15898.822649260122 9297.3582087053564 -113122.22343750001 24313.448206606467 -42727.71127302781 -81232.532870751107 228483.79955078126 138179.33433032068 48333.85050232814 85513.369694249777 -63332.274973303756 52431.604801856891 -48536.745193068098 -40401.34299861842 400029.87692307692 -21487.933218149039 141473.66070379273 -145290.64185267859
leaf_weight=4298692 704 35 85 51 5636 63 491 489 93 46 645 2613 1873 315 30 446 553 114 20 459 763 34 920 345 694 1730 26 26 117 56
leaf_count=4298692 704 35 85 51 5636 63 491 489 93 46 645 2613 1873 315 30 446 553 114 20 459 763 34 920 345 694 1730 26 26 117 56
internal_value=0 8976.04 -15012.9 2404.72 21086.8 -17.7745 -7514.46 -14419.6 -55474.5 21289.9 14528.4 -12781.6 -3040.85 34487.1 78307.6 -13069 -22707.2 -28384.4 -940.67 122762 31491.7 112983 -28836.8 -16248.2 -40777.1 -27137.2 221804 185418 58078 -7407.19
internal_weight=0 8534 2863 2159 5671 4.30963e+06 2048 1937 801 312 1136 10938 6734 1420 804 5314 616 4204 1591 489 877 111 3441 2521 714 2176 60 111 266 149
internal_count=4318164 8534 2863 2159 5671 4309630 2048 1937 801 312 1136 10938 6734 1420 804 5314 616 4204 1591 489 877 111 3441 2521 714 2176 60 111 266 149
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=0 1 1 6 3 1 5 5 2 5 4 4 0 3 5 0 1 5 5 5 5 2 5 5 1 5 3 3 3 1
split_gain=6.73295e+13 2.28416e+14 2.76912e+14 2.40859e+14 5.402e+14 4.14682e+14 4.04785e+14 2.26897e+14 2.19283e+14 2.14903e+14 3.18142e+14 3.14623e+14 2.1955e+14 2.02143e+14 2.00601e+14 1.92379e+14 3.77197e+14 1.92199e+14 2.80476e+14 1.87357e+14 1.67224e+14 1.53187e+14 1.43427e+14 2.51041e+14 1.40125e+14 1.77013e+14 1.34646e+14 1.30282e+14 1.41985e+14 1.15832e+14
threshold=43.465905150000005 40.810045900000013 44.083877800000003 1.5000000000000002 11.500000000000002 39.925119750000007 31.010000000000002 57.005000000000003 1.5000000000000002 67.00500000000001 1.5000000000000002 2.5000000000000004 43.056445700000005 24.500000000000004 89.00500000000001 42.966471700000007 47.473138800000008 225.45000000000002 118.33500000000002 142.05000000000004 161.85000000000002 12.500000000000002 38.210000000000008 34.920000000000009 39.925119750000007 92.035000000000011 18.500000000000004 6.5000000000000009 4.5000000000000009 45.148007750000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 -1 14 10 -4 17 15 24 -5 21 -17 18 26 29 -18 -13 23 -8 -10 -26 -11 28 -22 -14
right_child=-2 2 9 8 5 6 22 -9 13 11 -12 12 19 -15 -16 16 20 -19 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5989.3981525042445 -41.790893276976227 -65447.317580585637 -6075.7443467025514 40625.596453339276 50825.322897569451 599103.79598214279 63804.034961998987 141167.00661458334 -12608.575935120849 -21189.951035961101 19386.985839131514 -3393.343320087497 -68230.181391117207 180182.44780235877 241010.5394230769 1571.6240734256885 52706.923674612568 94731.646155503229 -162930.52326508623 -163659.99397536059 203616.88 -148727.18403386298 134538.3815730733 486748.1782552083 9622.1671976421749 95184.108920288098 -184278.31329656864 262829.94261439733 -153856.0524609375 628.22569104210811
leaf_weight=826 4270332 635 8773 1272 225 28 23 120 3304 6845 11135 3639 373 65 52 2778 1624 136 145 104 25 74 133 36 4357 256 51 70 20 708
leaf_count=826 4270332 635 8773 1272 225 28 23 120 3304 6845 11135 3639 373 65 52 2778 1624 136 145 104 25 74 133 36 4357 256 51 70 20 708
internal_value=0 3731 22.1143 16606.5 55418.7 146280 243904 12677.4 10805.1 1161.1 8166.14 -7243.93 4778.92 4553.25 48495.7 10573.4 24435.1 -23015.9 -25290.2 -35464.7 60958.9 -6289.84 192104 321872 3111.3 14370.5 -22396.1 177490 44740 -23131.4
internal_weight=0 47832 37135 10697 1391 445 220 946 9306 36500 19908 16592 9415 7982 1324 8230 4517 7177 7041 1185 1739 3713 192 59 7917 4613 6896 115 45 1081
internal_count=4318164 47832 37135 10697 1391 445 220 946 9306 36500 19908 16592 9415 7982 1324 8230 4517 7177 7041 1185 1739 3713 192 59 7917 4613 6896 115 45 1081
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=4 1 1 5 1 5 3 6 0 0 0 5 0 1 5 1 3 1 1 0 1 5 0 1 2 5 0 5 6 1
split_gain=6.55672e+13 3.12219e+14 4.4364e+14 3.78806e+14 5.75703e+14 4.9727e+14 4.81153e+14 4.10909e+14 8.11696e+14 4.09563e+14 3.6778e+14 5.10009e+14 5.00552e+14 1.11928e+15 1.08619e+15 7.58725e+14 5.79252e+14 5.70834e+14 6.55418e+14 5.58108e+14 5.92759e+14 5.35801e+14 7.16246e+14 4.29004e+14 4.09376e+14 3.67274e+14 3.9562e+14 3.59743e+14 3.58931e+14 3.5821e+14
threshold=1.5000000000000002 30.451272450000005 37.342273500000012 64.405000000000015 30.259484550000003 42.605000000000011 7.5000000000000009 1.5000000000000002 59.990816400000007 59.932719750000011 55.645049100000001 67.520000000000024 55.795550600000006 37.712318250000003 41.005000000000003 39.826386800000009 8.5000000000000018 37.516458750000005 37.503486000000002 55.762622900000004 37.582182450000005 45.985000000000007 55.784980300000008 37.726745000000001 19.500000000000004 42.405000000000008 55.946414150000003 62.015000000000008 1.5000000000000002 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 28 9 8 -6 -7 23 12 13 14 16 25 -12 18 21 -19 24 -16 -23 -4 -21 26 -14 -20 -1 -28
right_child=-2 2 10 4 7 6 -8 -9 -10 -11 11 -13 15 -15 17 -17 -18 19 27 20 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-2737.3474552727971 -344.76139828275711 -6199.9410525574995 -8931.8080714801636 42083.149649468105 -28335.456349149463 24479.172921058915 11871.477484360199 -79903.584116918486 369015.10315061477 90268.180991751593 41571.990111447318 -40611.715676894484 1248.8308812664702 2481.4525357072725 -395.42110077776232 3692.1180379839893 5700.9486380786466 53954.792349902418 -29589.165579108907 37824.761181005582 209450.20357297585 61869.527641043009 286219.33650194085 -127.62912704645157 178345.57266350824 -18821.320323111941 -32534.835748489146 -215154.8355769231 7748.0286694608094 -6686.3171709074904
leaf_weight=64156 2422128 106705 58489 777 327 2546 25875 1702 61 1506 5745 2718 59760 91526 1400 300514 20802 3495 532 692 550 1355 159 1029840 296 18723 7078 130 66473 22104
leaf_count=64156 2422128 106705 58489 777 327 2546 25875 1702 61 1506 5745 2718 59760 91526 1400 300514 20802 3495 532 692 550 1355 159 1029840 296 18723 7078 130 66473 22104
internal_value=0 440.422 46.3171 4618.73 -31410.2 5262.09 16889.2 -58732.9 34134.6 48930.9 456.246 2596.2 2815.77 8307.03 23473.5 1111.51 13463.8 54339.8 23791.1 76045 126244 44196.5 85430.7 -600.783 79924.1 -6091.46 -3411.73 -66029.6 2598.33 -12955.8
internal_weight=0 1.89604e+06 1.73261e+06 163423 2867 160556 29927 2090 388 4052 1.62591e+06 537579 534861 126682 35156 408179 26547 8609 3576 5033 1538 2914 1514 1.08833e+06 988 107665 88942 662 130629 29182
internal_count=4318164 1896036 1732613 163423 2867 160556 29927 2090 388 4052 1625908 537579 534861 126682 35156 408179 26547 8609 3576 5033 1538 2914 1514 1088329 988 107665 88942 662 130629 29182
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=5 4 1 2 5 1 4 0 1 3 1 0 4 5 0 3 0 0 1 3 0 3 0 6 5 3 3 0 1 1
split_gain=7.22866e+13 1.09715e+14 1.39205e+14 9.0612e+13 1.29492e+14 1.8432e+14 1.35769e+14 1.11804e+14 1.09904e+14 9.11096e+13 8.80423e+13 8.32036e+13 8.09255e+13 3.1393e+14 8.44844e+14 7.25961e+14 5.32704e+14 5.3528e+14 5.00195e+14 4.79726e+14 3.99551e+14 3.84397e+14 7.85082e+14 6.41607e+14 3.50752e+14 3.48599e+14 5.69608e+14 3.32647e+14 3.3252e+14 7.37338e+14
threshold=21.015000000000004 3.5000000000000004 30.468306550000005 2.5000000000000004 13.050000000000002 40.247294600000011 1.0000000180025095e-35 54.940316550000006 37.582182450000005 9.5000000000000018 114.17164950000002 47.272352350000006 1.5000000000000002 54.990000000000002 55.576287050000012 9.5000000000000018 55.842510000000011 56.054485600000007 37.362912300000012 2.5000000000000004 55.777112100000004 5.5000000000000009 57.581016350000006 1.5000000000000002 49.505000000000003 23.500000000000004 8.5000000000000018 56.911498950000002 38.233559750000005 47.981192400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -5 7 -6 -1 -9 -7 -4 -2 14 15 19 20 18 25 -14 28 22 27 -24 -17 26 -18 -19 -16 -30
right_child=12 2 11 4 6 10 -8 9 -10 -11 -12 -13 13 -15 16 24 17 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-18221.097029369997 552.22231745587897 281982.91132812499 117970.21241861981 38083.499976952342 -8190.4286292739598 -4396.9814397098544 -8471.2236447919422 -6689.0560690409438 -4191.8554931456692 16507.004787252165 104709.41206568669 8171.3840239653719 10458.354515996856 484.12207829176077 -2265.7659142107782 16611.388278503895 10997.650937247869 -4734.4153237719065 3722.1427483502375 -2232.5897470365053 -19817.625674540992 -9123.4805807376415 66450.770198113576 5671.4412340609524 3839.6081859670858 -69646.830232496999 92481.890989280422 -21681.984272999664 -57716.869932895002 -9022.9791649969902
leaf_weight=7396 1833569 24 90 2019 4476 2754 17309 2218 22792 7158 76 296 33236 1602499 49515 37858 1772 64361 44974 286904 35679 113890 1792 56415 49774 260 1663 14123 3697 19575
leaf_count=7396 1833569 24 90 2019 4476 2754 17309 2218 22792 7158 76 296 33236 1602499 49515 37858 1772 64361 44974 286904 35679 113890 1792 56415 49774 260 1663 14123 3697 19575
internal_value=0 -3268.81 48301.6 -3588.22 -200.743 15000.9 -2566.28 4812.33 -7628.99 11019.7 -1466.92 33772.1 51.2116 -328.707 -1925.98 1292.49 -5144.89 -2968.72 6627.97 -915.053 -11148.8 -4832.63 -1257.52 7542.63 9357.16 41996.5 50446.9 -7784.09 -6899.49 -16758.5
internal_weight=0 66608 410 66198 36010 4849 31161 13852 30188 9376 2830 386 4.25156e+06 2.41799e+06 815488 407772 407716 299250 48669 320140 108466 250581 136691 58207 87632 3695 3435 78484 72787 23272
internal_count=4318164 66608 410 66198 36010 4849 31161 13852 30188 9376 2830 386 4251556 2417987 815488 407772 407716 299250 48669 320140 108466 250581 136691 58207 87632 3695 3435 78484 72787 23272
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=1 0 1 6 0 0 1 3 6 1 5 3 4 1 0 0 0 0 5 2 1 3 3 0 6 0 0 0 5 0
split_gain=7.09066e+13 3.29814e+14 8.71312e+14 8.59744e+14 6.22106e+14 5.65322e+14 8.41093e+14 1.17531e+15 9.06397e+14 7.81494e+14 5.89643e+14 5.63033e+14 5.45301e+14 5.14863e+14 5.86775e+14 4.89877e+14 4.74784e+14 9.57945e+14 7.29438e+14 4.25556e+14 3.86473e+14 7.00181e+14 6.02322e+14 6.74448e+14 4.39884e+14 4.20308e+14 3.99599e+14 7.30961e+14 7.28434e+14 7.07821e+14
threshold=30.278357500000002 59.939091550000008 30.160599000000001 1.5000000000000002 59.982527000000012 59.950068600000009 30.259484550000003 7.5000000000000009 1.5000000000000002 30.259484550000003 71.00500000000001 4.5000000000000009 1.5000000000000002 30.226173900000003 60.693675950000006 59.882016200000002 59.916647550000008 59.853570100000006 86.810000000000016 3.5000000000000004 30.102666750000001 7.5000000000000009 8.5000000000000018 59.846652800000008 1.5000000000000002 59.853570100000006 55.025681450000008 54.934662400000008 70.00500000000001 57.641335050000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -4 5 9 -7 11 -9 -3 12 -8 -10 14 -6 20 17 -5 -19 -12 26 -22 24 -24 -23 -26 27 -1 -28 -30
right_child=-2 4 3 16 13 6 7 8 10 -11 19 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 25 -27 28 -29 29 -31
leaf_value=-121.57130759187763 78.422478972771273 23067.002166643273 -61046.704818556493 3007.7525505093799 14047.710563722323 9628.4435783237332 -72226.265234375009 -1047.8753505232864 126153.79769056448 -64918.001287935098 -79030.074821152797 416517.65967911074 312652.64638297877 -9564.6460251094868 -41526.338088800374 -56870.483250727426 25354.676912259783 -33657.313754127339 -134607.07502177052 105672.71739491199 59190.652953128716 -101413.1239234969 -13007.974424532295 37495.832064877017 -9618.8763225051589 386258.02991071431 -7655.0267565506911 70047.27756574146 -369998.49659090908 -60815.499499581325
leaf_weight=29592 4162272 4617 4548 9577 23371 2613 28 982 471 1292 172 149 235 31740 2068 1464 2784 8117 785 454 2955 855 5068 5529 636 28 12193 1563 77 1929
leaf_count=29592 4162272 4617 4548 9577 23371 2613 28 982 471 1292 172 149 235 31740 2068 1464 2784 8117 785 454 2955 855 5068 5529 636 28 12193 1563 77 1929
internal_value=0 -2093.86 -6149.78 -21584.2 3122.36 24886 49263.9 90840.6 71843.1 3829.12 125581 339202 188232 -1069.44 9529.96 287.209 -13143.5 -18943.5 -42559.3 54923.7 1672.05 15545.6 4900.91 13342.5 -53989.9 7074.73 -2938.1 3398.7 -16842.1 -72683.4
internal_weight=0 155892 87700 25811 68192 11013 5104 2491 2314 5909 1332 177 706 57179 25439 61889 21263 18479 8902 626 60425 15071 12116 10597 1519 664 45354 31155 14199 2006
internal_count=4318164 155892 87700 25811 68192 11013 5104 2491 2314 5909 1332 177 706 57179 25439 61889 21263 18479 8902 626 60425 15071 12116 10597 1519 664 45354 31155 14199 2006
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=3 0 0 0 3 1 5 0 0 0 0 1 1 0 1 0 1 1 6 1 4 1 1 1 1 1 0 0 0 1
split_gain=6.89017e+13 2.52923e+14 2.58437e+14 2.84269e+14 4.37061e+14 6.08876e+14 2.76994e+14 4.90341e+14 7.23817e+14 6.82832e+14 1.37962e+15 4.22051e+14 7.18296e+14 4.10798e+14 9.46349e+14 5.73511e+14 1.27671e+15 7.08471e+14 5.44492e+14 4.6234e+14 3.74738e+14 4.74988e+14 6.76925e+14 3.62588e+14 1.08536e+15 8.78033e+14 8.85944e+14 1.44208e+15 7.55244e+14 6.96155e+14
threshold=15.500000000000002 43.592450450000008 44.998833400000002 45.053747000000008 18.500000000000004 38.969379750000009 72.705000000000013 54.986619450000006 55.046835900000012 54.920670650000005 54.725565150000001 56.135466100000009 83.026705000000007 55.576287050000012 37.436176200000013 55.535913550000011 37.582182450000005 37.855187800000003 1.5000000000000002 37.542000650000013 1.5000000000000002 39.262370300000008 39.143775600000005 37.832345550000007 37.436176200000013 43.048525950000005 55.762622900000004 55.695992150000002 55.91302515000001 37.944765900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 9 -9 10 20 -12 -13 14 -10 -16 19 18 -18 -17 21 22 -8 24 -15 26 27 -25 -26 -29
right_child=1 2 3 6 5 -7 7 8 13 -11 11 12 -14 23 15 16 17 -19 -20 -21 -22 -23 -24 25 28 -27 -28 29 -30 -31
leaf_value=254.13897082318832 22093.321282722325 -9343.5457775604773 12670.221534643315 -121.84755496699256 27105.538832444792 -12801.147398672832 -8222.1852115597339 20766.611367101999 134126.93995983648 -39731.80351878162 101939.3808180183 -131425.79657628675 102089.7626875538 -5832.0187324194012 -10504.031127660241 -36489.954620649049 -206143.40174210558 42964.031937696956 -86404.57312349297 51343.230889809165 -12547.794433243042 -71518.573914574794 327008.64165909641 -46721.753033315515 27776.044815247147 677.72013737246789 -57302.67527368071 76707.989534110107 -30599.284632677442 -17219.710915788855
leaf_weight=3073923 4880 33784 38543 945918 4807 18683 113 13499 408 7887 1444 238 295 41704 15358 1888 715 238 810 878 40861 122 129 3984 20163 34848 6166 2137 2490 1251
leaf_count=3073923 4880 33784 38543 945918 4807 18683 113 13499 408 7887 1444 238 295 41704 15358 1888 715 238 810 878 40861 122 129 3984 20163 34848 6166 2137 2490 1251
internal_value=0 -627.856 -717.32 -475.587 6117.4 -4634.63 -833.232 -4238.21 -1297.06 -12674.2 -7734.55 73868.3 -2181.73 -3535.8 -16632.9 -19725.9 -50997.7 -117501 -142544 -8609.43 -11647.9 89367.4 170475 -1178.16 3739.11 -7718.5 -29331.1 -5935.48 21359.5 42025.7
internal_weight=0 1.24424e+06 1.23936e+06 1.20558e+06 62033 23490 1.14354e+06 197626 146537 51089 43202 1977 533 133038 20295 19887 4529 1763 1525 2766 41225 364 242 112743 64357 48386 13538 7372 22653 3388
internal_count=4318164 1244241 1239361 1205577 62033 23490 1143544 197626 146537 51089 43202 1977 533 133038 20295 19887 4529 1763 1525 2766 41225 364 242 112743 64357 48386 13538 7372 22653 3388
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=5 4 3 1 5 1 3 1 3 1 5 4 3 3 1 1 0 3 1 1 0 1 1 5 0 0 1 1 5 1
split_gain=6.7566e+13 3.31266e+14 2.6275e+14 1.4049e+14 8.57208e+13 7.6194e+13 7.84698e+13 7.34897e+13 8.42231e+13 7.2511e+13 7.1065e+13 6.8532e+13 8.43115e+13 6.73421e+13 2.50196e+14 2.12754e+14 2.05246e+14 1.99827e+14 3.91248e+14 4.4797e+14 2.26111e+14 2.3392e+14 2.19884e+14 2.96875e+14 2.20134e+14 5.23384e+14 2.37981e+14 2.10243e+14 1.93162e+14 1.87069e+14
threshold=16.850000000000005 1.0000000180025095e-35 9.5000000000000018 39.726951800000002 13.050000000000002 37.777459000000007 4.5000000000000009 103.85249100000001 5.5000000000000009 30.388336800000001 13.050000000000002 2.5000000000000004 14.500000000000002 31.500000000000004 37.559851850000008 37.597123000000003 55.535913550000011 29.500000000000004 37.712318250000003 37.767735350000002 56.802385350000009 60.528664650000003 37.542000650000013 59.810000000000009 55.701368300000006 55.755036050000008 37.436176200000013 37.457850350000008 56.005000000000003 60.628582700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 6 -1 -5 -9 -4 -3 -11 -13 17 16 -16 -15 -2 22 28 21 -21 24 -24 27 -26 -27 -19 -20 -22
right_child=13 2 9 7 -6 -7 -8 8 -10 11 -12 12 -14 14 15 -17 -18 18 19 20 29 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=19430.287400964156 29.424811137739081 30986.603966465391 143315.95474759614 -10486.475881227141 -12309.068001626267 -13033.50488854914 -50296.929419992011 10869.179342736932 138624.42425321692 26319.419663671331 -7300.148820774265 31280.750133876179 125109.18946434987 125871.07780692948 -91055.998003799628 -11892.750112358081 4834.8149762364492 95940.77573939733 59514.679951672675 22638.540944050968 41239.928815490035 -46234.681160987464 -73182.789600851218 15142.780211779729 123712.08255696617 -77001.956224928072 33746.251730814656 -99961.342915465357 152292.05539179125 163019.43271988933
leaf_weight=177 4264798 1695 65 6399 6781 1294 1831 214 68 1516 679 213 174 142 348 13888 10479 70 546 1716 793 692 924 647 435 334 463 252 381 150
leaf_count=177 4264798 1695 65 6399 6781 1294 1831 214 68 1516 679 213 174 142 348 13888 10479 70 546 1716 793 692 924 647 435 334 463 252 381 150
internal_value=0 -5644.13 6337.89 -859.746 -18743.2 -31956.4 -44150.7 -8284.76 41675.4 39455.1 20036 35907.5 73467.2 27.7225 -5162.18 -13827.9 6453.04 57.9189 16473.1 36121.5 19101.6 2846.07 -10424.7 -36806.8 16246 35487.5 -12665.2 -57373.9 97646.5 60611
internal_weight=0 21106 11023 9055 10083 3302 2008 6681 282 1968 2374 1903 387 4.29706e+06 24857 14236 10621 4.2722e+06 7403 4278 3351 2408 3125 1571 1554 1232 797 322 927 943
internal_count=4318164 21106 11023 9055 10083 3302 2008 6681 282 1968 2374 1903 387 4297058 24857 14236 10621 4272201 7403 4278 3351 2408 3125 1571 1554 1232 797 322 927 943
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 3 5 0 5 0 3 1 1 3 3 5 3 0 1 1 1 0 5 1 1 1 0 5 1 0
split_gain=6.26673e+13 1.1373e+15 9.4054e+14 8.59239e+14 9.76326e+14 8.27426e+14 6.81359e+14 8.59155e+14 6.73668e+14 5.88462e+14 8.49157e+14 1.32075e+15 1.21716e+16 1.57764e+15 7.74319e+14 6.9761e+14 5.78199e+14 5.38964e+14 5.93788e+14 5.37221e+14 5.23682e+14 5.05394e+14 1.30181e+15 7.85712e+14 1.31797e+15 8.45621e+14 1.5076e+15 1.04139e+15 9.57551e+14 1.12304e+15
threshold=56.782419000000012 56.367862600000002 56.852744000000008 60.695889550000011 60.08989780000001 21.500000000000004 64.805000000000021 56.802385350000009 110.05000000000001 56.281985950000006 5.5000000000000009 38.233559750000005 39.262370300000008 8.5000000000000018 23.500000000000004 43.810000000000009 25.500000000000004 56.301440000000007 43.94115175000001 60.628582700000003 43.574807850000006 57.131524800000008 88.015000000000015 65.520339550000017 59.76223980000001 39.826386800000009 59.609407350000005 69.015000000000015 39.899261850000009 57.60800230000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 6 -6 -8 -3 -1 -11 -12 14 17 15 -13 20 -14 -19 -9 -15 22 -4 24 25 26 27 -23 29 -27
right_child=2 8 21 -5 5 -7 7 19 -10 10 11 12 13 16 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-98.429197405745072 -8929.033822271871 -11023.008902030824 -3626.1817181228234 -27594.146854393872 16712.838673688755 -1530.9602731080133 5977.8549244207916 71389.18040641601 -107522.08496080372 -5109.1564436318367 -14042.983436922057 355493.48277139198 -8208.7911609777802 -94895.523698933932 254298.40014552698 598479.69706732605 -110026.34757379617 -19920.431114535204 143632.92532029032 16926.137238470499 16081.112035630707 -13834.052282406088 -46366.235539285393 11245.147298126885 -18805.013684366233 3362.9913819114104 613.71652618412952 -64937.568335874683 3719.9759604721303 46229.696168536408
leaf_weight=3269724 17685 80446 120373 5751 43297 18045 4590 7537 730 24665 9553 185 387 432 153 327 379 257 1629 2384 27057 37863 7575 63942 36599 11687 407653 4457 99991 12811
leaf_count=3269724 17685 80446 120373 5751 43297 18045 4590 7537 730 24665 9553 185 387 432 153 327 379 257 1629 2384 27057 37863 7575 63942 36599 11687 407653 4457 99991 12811
internal_value=0 -195.784 741.249 9922.91 12229.6 17162.7 22998 41751.1 -11890.8 88.9015 9508.8 18442.4 28516.2 19179.6 451694 510682 12645.8 99288 121346 58301.8 14337.1 -394.111 -6156.55 698.169 -405.476 766.759 -1251.28 -19216.1 8061.08 25779.7
internal_weight=0 3.41592e+06 902240 99289 93538 75853 57808 14511 81176 3.33475e+06 65024 40359 30806 30141 665 512 27868 2273 1886 9921 27489 802951 127948 675003 611061 574462 449973 42320 124489 24498
internal_count=4318164 3415924 902240 99289 93538 75853 57808 14511 81176 3334748 65024 40359 30806 30141 665 512 27868 2273 1886 9921 27489 802951 127948 675003 611061 574462 449973 42320 124489 24498
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 0 1 1 3 5 5 3 0 0 0 0 1 5 1 0 6 3 6 0 0 0 1 0 1
split_gain=6.39904e+13 4.61156e+14 5.88317e+14 7.15127e+14 1.49e+15 5.96397e+14 8.10353e+14 9.71681e+14 1.16162e+15 6.86687e+14 8.39081e+14 8.66849e+14 5.76618e+14 6.91197e+14 4.56075e+14 1.75972e+15 1.77733e+15 1.10541e+15 8.9576e+14 8.06915e+14 1.79206e+15 6.12555e+14 6.08592e+14 5.56987e+14 7.59059e+14 1.51411e+15 1.47029e+15 1.03267e+15 1.26978e+15 1.20566e+15
threshold=10.500000000000002 37.582182450000005 37.516458750000005 56.338501050000012 55.899899800000007 55.518428350000008 55.801980100000009 37.533784800000006 37.542000650000013 30.500000000000004 55.405000000000008 120.05000000000001 27.500000000000004 55.820531900000013 55.576287050000012 55.455204450000004 55.535913550000011 37.475443250000005 51.815000000000005 37.457850350000008 55.193434200000006 1.5000000000000002 17.500000000000004 1.5000000000000002 55.657530000000008 55.899899800000007 55.91302515000001 37.214886200000009 55.86787755000001 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 -4 9 -8 -9 10 -7 -12 13 -10 15 19 18 21 -17 20 -2 -18 -19 -16 -25 27 -27 -26 -29 -30
right_child=1 -3 3 -5 -6 6 7 8 12 -11 11 -13 -14 -15 23 16 17 22 -20 -21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=299.70832172791853 -1313.4648321415079 -1581.174570482463 -17275.303490779312 -46776.049026335531 87017.756938149498 22629.290434138224 -69177.252742142722 37860.47299786214 -191948.61788211332 -7949.9361393963845 79298.023518469592 -580436.47250000003 98979.31102237117 -23822.959186667795 -3936.2206217770749 50413.340968434146 -29444.172226014856 56143.583684137826 133155.59017844262 -44517.837207532189 154101.27932531512 44326.852813261117 -17349.890197823861 27818.823766987116 -71483.664620014897 94297.95867097177 5938.4592359899834 -2400.103946581547 175330.79905759532 -61677.685392446503
leaf_weight=2688514 35019 1149794 6130 1866 2788 7322 1787 6707 257 3240 4749 20 359 5040 195953 3493 5414 5842 2092 4167 758 1421 1396 12208 2987 1911 129438 31548 223 5721
leaf_count=2688514 35019 1149794 6130 1866 2788 7322 1787 6707 257 3240 4749 20 359 5040 195953 3493 5414 5842 2092 4167 758 1421 1396 12208 2987 1911 129438 31548 223 5721
internal_value=0 -494.444 2109.5 13678.9 16616.7 11105 17006.1 -251.201 9711.66 32934 43889.6 76531.3 -23667.8 -31980.1 1049.78 9182.75 33676 14733.8 81406.5 -2871.35 1979.28 -14107.1 41968.8 -225.89 3724.7 2012.86 7224 -14896.6 -10388.3 -52785.9
internal_weight=0 1.62965e+06 479856 40265 38399 35611 29481 14150 12363 15331 12091 4769 5656 5297 439591 59602 19658 14073 5585 39944 35777 6835 7238 379989 184036 171828 131349 40479 37492 5944
internal_count=4318164 1629650 479856 40265 38399 35611 29481 14150 12363 15331 12091 4769 5656 5297 439591 59602 19658 14073 5585 39944 35777 6835 7238 379989 184036 171828 131349 40479 37492 5944
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=2 3 1 3 0 0 1 1 1 0 5 1 1 5 0 0 1 1 4 1 3 1 1 0 1 0 3 0 6 1
split_gain=6.78197e+13 1.82884e+14 2.8295e+14 4.07178e+14 9.59607e+14 8.48606e+14 1.67299e+15 9.19021e+14 4.37177e+14 1.11852e+15 3.67081e+14 4.60184e+14 5.39094e+14 3.14688e+14 3.29852e+14 3.2592e+14 4.97782e+14 9.46974e+14 3.08927e+14 2.71903e+14 2.65735e+14 6.30269e+14 9.65597e+14 4.05806e+14 4.36936e+14 2.5697e+14 2.31677e+14 2.24851e+14 2.22053e+14 2.11555e+14
threshold=14.500000000000002 18.500000000000004 38.969379750000009 20.500000000000004 59.939091550000008 55.664473600000008 38.233559750000005 30.305955500000003 38.233559750000005 55.657530000000008 56.505000000000003 37.777459000000007 37.767735350000002 82.00500000000001 55.727011600000004 55.812836050000008 37.487839250000007 37.457850350000008 3.5000000000000004 30.332994000000003 19.500000000000004 30.362552800000003 30.346469350000003 59.963407450000012 30.207352000000004 55.885524800000006 20.500000000000004 55.701368300000006 1.5000000000000002 35.911716050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 29 7 -7 -5 -10 -9 12 13 14 27 -16 17 19 20 -17 28 22 23 24 -22 -19 -4 -12 -6 -3
right_child=-2 2 26 8 18 6 -8 10 9 -11 11 -13 -14 -15 15 16 -18 25 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=101.63750616092204 1359.8420568538977 178060.42018849208 -9719.8534117884246 -2910.7018139628008 -50548.18914030982 -30761.60510658069 499615.51578947372 24578.13645907912 18435.540056292721 304709.00551339285 63807.23198073815 -20228.413979767389 250775.28771874998 17195.140839545114 114103.4461054767 125739.18264241838 -15784.342031085091 444415.05933061085 132643.56336287313 41226.994134631648 229812.51101562503 -49421.789120438829 423419.5454956055 50037.550174653472 -125207.4276216947 101178.09903017242 -2315.9825475943767 -72627.635078357518 -12434.141624425636 -5763.9767867096034
leaf_weight=3609736 338046 63 67054 145332 3203 2229 76 9268 5435 140 232 733 150 1400 1690 538 681 88 134 1302 40 1301 64 1432 260 29 114315 252 2924 10017
leaf_count=3609736 338046 63 67054 145332 3203 2229 76 9268 5435 140 232 733 150 1400 1690 538 681 88 134 1302 40 1301 64 1432 260 29 114315 252 2924 10017
internal_value=0 -115.496 -2231.68 475.803 9712.24 18766.2 31391.2 29477.2 -1856.52 25624.5 37683 54801.5 63446.1 58922.7 71062.9 79818.3 57854 83478.8 -18101.7 65937.6 -20291.6 3582 41977.3 27882.4 -77871.4 359339 -5053.27 -7229.1 -32358.9 -4615.07
internal_weight=0 3.98012e+06 370382 189013 38106 28748 18668 18592 150907 5575 16363 7095 6362 6212 4812 4328 2638 1957 9358 1840 9224 3097 1796 1732 300 117 181369 484 6127 10080
internal_count=4318164 3980118 370382 189013 38106 28748 18668 18592 150907 5575 16363 7095 6362 6212 4812 4328 2638 1957 9358 1840 9224 3097 1796 1732 300 117 181369 484 6127 10080
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=2 1 5 3 1 1 3 1 1 1 0 0 5 5 1 0 0 1 1 5 1 1 1 5 5 0 0 1 5 0
split_gain=5.92757e+13 1.10323e+14 1.01399e+14 6.73875e+13 1.75152e+14 1.87422e+14 1.64508e+14 3.14201e+14 3.21292e+14 2.8648e+14 2.9525e+14 3.67293e+14 3.1065e+14 2.38035e+14 2.20965e+14 2.2586e+14 1.89484e+14 1.79276e+14 1.70857e+14 1.62655e+14 1.51085e+14 1.69823e+14 1.40418e+14 1.73092e+14 1.92085e+14 1.72235e+14 4.75509e+14 4.54005e+14 1.9674e+14 1.51064e+14
threshold=33.500000000000007 37.620907050000007 114.05000000000001 31.500000000000004 37.559851850000008 37.597123000000003 29.500000000000004 37.692869000000009 37.767735350000002 37.620907050000007 55.701368300000006 55.751981950000008 61.845000000000006 61.020000000000003 37.436176200000013 55.834684950000003 56.802385350000009 60.528664650000003 37.457850350000008 52.405000000000008 60.628582700000003 60.611165000000007 37.328003200000005 94.040000000000006 88.015000000000015 55.86787755000001 55.806974650000008 37.533784800000006 74.610000000000014 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 22 -6 -1 9 13 10 12 -12 18 -9 -13 -16 17 -10 -8 -7 21 -18 -5 24 25 26 29 28 -27 -24
right_child=1 2 -4 4 5 19 7 8 16 -11 11 14 -14 -15 15 -17 20 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.38411671911938239 95678.102240786349 -38777.228741213738 123390.36044514974 -18305.365653510631 -85905.937173874816 954.7830742923843 78628.229792906757 48273.684206574311 19497.418392403499 -134813.38319183525 110590.91368226008 -68685.575186011905 15427.962036376206 151919.29232177735 5411.7349298227291 160045.58462437222 66073.257711961545 -40771.980597400114 -93449.778447756762 -20944.941451578503 147111.16034872437 -37725.990273302494 142069.27357922067 103027.731745717 -53681.835678087693 -43022.087960712335 85061.377082074963 25608.290251286995 -169791.53210827464 4974.9897815445775
leaf_weight=4285886 184 196 48 2141 340 6351 63 701 1721 173 402 336 652 324 603 112 576 692 686 7278 150 217 82 197 473 888 983 1510 142 4057
leaf_count=4285886 184 196 48 2141 340 6351 63 701 1721 173 402 336 652 324 603 112 576 692 686 7278 150 217 82 197 473 888 983 1510 142 4057
internal_value=0 37213 -6875.41 -3.68878 -5239.56 -12569.4 26.1194 14915.2 32034 -9860.94 -2286.74 29296.3 -35042.1 81035.8 -1798.26 29634.1 17067.7 2213.36 -78975.9 -10739.9 55077.8 37669.2 4537.02 10406.6 8163.68 11981.6 22539.7 -9309.25 -60499 7691.04
internal_weight=0 428 244 4.31774e+06 24442 13969 4.29329e+06 7408 4381 3027 2854 1453 1401 1025 1051 715 3356 2413 749 13629 943 793 10473 8332 8135 7662 5122 2540 1030 4139
internal_count=4318164 428 244 4317736 24442 13969 4293294 7408 4381 3027 2854 1453 1401 1025 1051 715 3356 2413 749 13629 943 793 10473 8332 8135 7662 5122 2540 1030 4139
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 4 1 1 0 1 4 0 1 0 3 0 1 5 6 4 1 2 0 1 2 0 3 0 0 0
split_gain=5.89567e+13 3.11459e+14 6.89556e+14 8.42916e+14 3.36539e+14 3.16249e+14 2.62281e+14 2.52363e+14 6.40624e+14 6.22499e+14 4.13809e+14 5.87184e+14 2.7626e+14 2.47824e+14 2.61985e+14 2.47723e+14 2.32985e+14 3.05822e+14 2.22564e+14 3.09113e+14 2.18878e+14 3.21506e+14 3.77971e+14 3.03655e+14 4.23316e+14 5.32859e+14 4.05267e+14 3.77737e+14 4.81819e+14 5.66643e+14
threshold=128.92000000000004 56.819808050000006 56.852744000000008 57.131524800000008 65.58467570000002 1.0000000180025095e-35 60.58031445000001 39.003296000000006 56.093493200000005 39.071052600000009 3.5000000000000004 45.063245200000004 39.767857750000005 57.692655200000004 12.500000000000002 57.945214300000011 65.565203050000022 161.85000000000002 1.5000000000000002 2.5000000000000004 43.808567100000012 7.5000000000000009 44.226894250000008 44.083877800000003 20.500000000000004 56.301440000000007 3.5000000000000004 56.054485600000007 55.784980300000008 55.160271200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 6 4 16 -2 -3 8 10 -9 11 -7 18 14 -5 -15 -4 -18 19 -11 21 22 -14 24 25 -22 -27 28 29 -25
right_child=1 2 3 13 -6 7 -8 9 -10 12 -12 -13 20 15 -16 -17 17 -19 -20 -21 23 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-33.636162841487788 90016.378571220426 327.30745334715641 -74742.279560898154 72316.249625210257 -222107.77587748063 42656.128362675845 125895.12300736523 -90255.372763582898 -154718.58980388119 362116.78506944445 41055.966480738192 -46791.607529621833 26128.871014160159 -118137.35596522619 -37629.740729192301 15779.489895555809 -8348.6585173233689 380065.49050480773 20094.639110460193 64616.188306916069 -55285.540176072769 -135804.88101434425 -83027.05733170746 -1673.2833807611476 -231744.61666666667 -73400.277011138605 143794.52827711022 -57850.892978362601 54629.240239287705 -70990.264640551293
leaf_weight=4282675 377 211 695 1477 137 1284 786 878 218 45 3860 1713 725 143 254 4058 92 26 1744 156 268 305 564 10726 51 101 575 1388 1307 1325
leaf_count=4282675 377 211 695 1477 137 1284 786 878 218 45 3860 1713 725 143 254 4058 92 26 1744 156 268 305 564 10726 51 101 575 1388 1307 1325
internal_value=0 4059.08 21595.9 10335.9 -77116.9 -945.365 99320.6 -2204.59 14044.4 -7907.61 19409.7 -8469.65 -4157.54 24341.3 56183.2 11221 -52684.2 77234.1 31578.6 131221 -8167.16 -43478.2 -21632.1 -4591.41 48877.3 64038 111344 -8199.26 -3040.07 -9294.64
internal_weight=0 35489 7879 6882 950 27610 997 27233 7075 20158 6857 2997 19280 5932 1731 4201 813 118 1945 201 17335 1594 1289 15741 995 944 676 14746 13358 12051
internal_count=4318164 35489 7879 6882 950 27610 997 27233 7075 20158 6857 2997 19280 5932 1731 4201 813 118 1945 201 17335 1594 1289 15741 995 944 676 14746 13358 12051
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=5 2 1 1 0 3 0 0 4 0 6 0 3 0 0 3 0 0 0 2 1 0 0 3 0 3 3 1 0 1
split_gain=6.32518e+13 2.32425e+14 3.12398e+14 4.06917e+14 4.04278e+14 3.91437e+14 4.06401e+14 8.11e+14 4.41143e+14 4.15042e+14 4.02176e+14 3.65437e+14 6.79458e+14 3.63058e+14 5.92591e+14 5.76622e+14 4.3532e+14 4.12517e+14 3.99306e+14 3.61435e+14 3.3907e+14 3.29244e+14 4.76483e+14 3.84768e+14 3.24242e+14 3.08866e+14 2.96252e+14 2.73288e+14 2.7155e+14 2.68999e+14
threshold=102.01000000000001 5.5000000000000009 39.007683500000006 39.041623000000008 59.990816400000007 16.500000000000004 55.061033200000004 55.046835900000012 2.5000000000000004 55.030402950000003 1.5000000000000002 55.07108800000001 20.500000000000004 55.160271200000004 55.013931500000005 6.5000000000000009 55.784980300000008 54.99493995000001 55.025681450000008 8.5000000000000018 82.897133550000021 59.904813200000007 55.899899800000007 7.5000000000000009 59.834458500000004 17.500000000000004 17.500000000000004 82.933113850000026 45.067452850000002 82.933113850000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 4 28 21 13 7 8 10 -10 -7 12 -8 14 17 -16 -15 19 -17 -5 -11 22 -3 -23 -24 -2 -25 -22 -4 -27
right_child=1 2 3 5 -6 6 11 -9 9 20 -12 -13 -14 16 15 18 -18 -19 -20 -21 27 23 24 26 -26 29 -28 -29 -30 -31
leaf_value=61.42547170257474 -4678.1890932088745 21656.153415926314 -41293.85187823404 16344.043718729998 -29721.441980512285 212863.27529960559 578794.92320075759 -74461.440075225823 -5449.8832771248935 -128008.2453125 17117.504908367406 28886.249155358691 87015.968683862433 -71836.363534966251 323297.74781678081 151558.15271606445 -14366.268365698035 -105454.51157067588 22499.398986559139 -26295.247268232211 202001.53062214612 -58526.912566105406 -64575.92111304924 96528.684634406396 5479.286848912705 -23202.558937745191 -478.65151355393266 41946.07164799617 -175325.05039692542 -99046.054604311357
leaf_weight=4209727 54639 11671 807 3991 1974 206 33 1280 3790 61 214 4804 189 1619 73 272 7090 430 2021 3961 219 254 1171 1314 1516 3490 414 208 186 540
leaf_count=4209727 54639 11671 807 3991 1974 206 33 1280 3790 61 214 4804 189 1619 73 272 7090 430 2021 3961 219 254 1171 1314 1516 3490 414 208 186 540
internal_value=0 -2384.65 2642.04 -3403.47 13025.1 -1349.86 13723.9 -3897.31 15328.3 5726.87 113126 34682.8 160118 -9874.9 2421.29 46617 -25049.9 -10053.9 37808.6 -4895.17 92529.9 18189.2 12915.3 56394.9 -25050.9 -6648.71 73287.3 124035 -66399.4 -33365.2
internal_weight=0 108437 49768 31454 18314 30461 11004 5978 4698 4278 420 5026 222 19457 10748 2366 8709 8382 2293 7952 488 16340 14358 1982 2687 58669 1728 427 993 4030
internal_count=4318164 108437 49768 31454 18314 30461 11004 5978 4698 4278 420 5026 222 19457 10748 2366 8709 8382 2293 7952 488 16340 14358 1982 2687 58669 1728 427 993 4030
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 1 4 1 3 1 1 4 4 5 1 1 0 0 1 5 3 1 4 5 3 5 3 0 5 0
split_gain=5.69635e+13 2.72996e+14 2.12749e+14 1.1615e+14 1.13861e+14 9.93217e+13 9.20101e+13 8.33077e+13 6.78759e+13 2.02723e+14 1.1457e+14 6.43714e+13 6.23314e+13 3.59561e+14 2.64329e+14 3.78316e+14 3.54647e+14 4.62343e+14 8.51642e+14 5.54001e+14 7.17988e+14 5.44011e+14 5.41411e+14 4.79999e+14 4.78358e+14 4.22684e+14 4.65895e+14 3.63576e+14 5.36657e+14 5.71775e+14
threshold=16.850000000000005 1.0000000180025095e-35 9.5000000000000018 59.853570100000006 57.057093650000006 30.388336800000001 2.5000000000000004 37.582182450000005 5.5000000000000009 37.642309100000013 37.777459000000007 3.5000000000000004 1.5000000000000002 29.985000000000003 30.451272450000005 37.342273500000012 55.645049100000001 55.801980100000009 37.712318250000003 41.005000000000003 8.5000000000000018 39.739656000000004 1.0000000180025095e-35 62.015000000000008 30.500000000000004 33.585000000000008 18.500000000000004 55.946414150000003 34.010000000000012 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -5 -1 9 -9 -10 -4 14 -14 -2 -16 -17 18 19 20 -18 27 23 -21 -24 -22 -27 28 -19 -30
right_child=12 2 11 5 -6 -7 -8 8 10 -11 -12 -13 13 -15 15 16 17 21 -20 22 25 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-31279.429445537036 4310.7200051074533 3417.561856031949 32152.359026711529 69084.840318080358 -23174.510508445008 27094.743788760472 291453.07025553385 67161.956032834467 -33207.654919043322 -10145.832544599261 -963.58094054193828 133352.91792743391 -32220.352426111192 -263.65363731752194 -5683.4997483740535 -561.60123251585844 49728.726151748873 11220.897562136632 2868.5330236768077 65589.924055631869 26079.585560225503 2972.3445781226451 56378.541882306818 -141320.39127113656 -16394.414995902353 -18753.64342116248 18530.130806272642 -15348.827871906429 -27492.07558944733 -1417.663929540231
leaf_weight=2929 162626 6550 1903 49 2135 291 30 398 2471 2296 1989 65 3526 2414737 106371 1082666 4525 21630 93943 182 6899 304426 7717 292 1023 8551 5512 27711 11230 33491
leaf_count=2929 162626 6550 1903 49 2135 291 30 398 2471 2296 1989 65 3526 2414737 106371 1082666 4525 21630 93943 182 6899 304426 7717 292 1023 8551 5512 27711 11230 33491
internal_value=0 -5182.41 5694.88 -781.803 -3119.46 54090.1 153528 -17073.7 -11257.6 1275.29 -18828 35494.9 25.4546 -310.249 457.55 92.4197 474.077 2601.23 7813.6 21201 13603.8 918.524 42215.5 -61873.8 47860.6 5805.68 -4140.25 -5728.54 -1710.7 -7965.27
internal_weight=0 21106 11023 9055 8685 370 79 10083 7154 2694 4460 1968 4.29706e+06 2.41826e+06 1.8788e+06 1.71617e+06 1.6098e+06 527132 128644 34701 25487 398488 9214 474 8740 20962 14063 94062 66351 44721
internal_count=4318164 21106 11023 9055 8685 370 79 10083 7154 2694 4460 1968 4297058 2418263 1878795 1716169 1609798 527132 128644 34701 25487 398488 9214 474 8740 20962 14063 94062 66351 44721
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 6 1 0 0 0 3 3 1 5 0 0 3 1 6 3 5 0 3 5 0 0 0 5 5 2
split_gain=6.46875e+13 3.12905e+14 2.68521e+14 3.1436e+14 7.53352e+14 6.78775e+14 5.13759e+14 8.87216e+14 4.80847e+14 6.99648e+14 9.57004e+14 8.5152e+14 1.74518e+15 7.33564e+14 6.29754e+14 5.78002e+14 7.47275e+14 8.11715e+14 6.40653e+14 5.33318e+14 5.30096e+14 5.1537e+14 4.63954e+14 4.23582e+14 4.33647e+14 5.41602e+14 4.08306e+14 3.38262e+14 7.56727e+14 3.84622e+14
threshold=30.278357500000002 54.648549400000007 60.693675950000006 59.939091550000008 30.160599000000001 1.5000000000000002 30.207352000000004 60.063729500000008 59.990816400000007 60.029906750000002 21.500000000000004 12.500000000000002 30.243224600000001 39.025000000000013 60.017447350000005 59.950068600000009 9.5000000000000018 30.243224600000001 1.5000000000000002 9.5000000000000018 42.895000000000003 60.003414000000006 8.5000000000000018 62.385000000000012 59.853570100000006 59.916647550000008 59.882016200000002 55.990000000000002 54.990000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 26 -6 -5 8 15 10 13 12 20 -10 21 19 17 -17 -18 -8 -11 -12 -19 -7 -25 -26 -3 28 -20 -29
right_child=-2 2 -4 6 5 23 7 -9 9 11 14 -13 -14 -15 -16 16 18 22 27 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-145882.2474169608 74.904372148752472 1955.901934054672 -37654.481697013158 23089.995563421366 -54720.057109090631 -3703.2822768585888 -45601.671175890049 -64009.143049187704 5574.4394876107654 38441.184816675603 1119.2715807618818 632.27552840780709 -42651.134488753385 -51922.158599296577 -18210.574517485307 -45059.021916944715 -47481.763550415046 78742.154196026706 19254.303404241429 28962.887799932589 142571.68878064837 86950.56983526246 188450.83997850362 2962.7794405615314 -79857.328971573312 4852.0322994174376 -51492.384810438314 -19060.791925334041 -264413.26981551672 89083.140759952177
leaf_weight=151 4162272 60274 2068 11447 4548 15650 2051 2096 3088 736 1273 21282 1194 7885 2871 450 1290 1849 1365 1802 1456 1553 487 1911 2646 1056 1464 428 101 1420
leaf_count=151 4162272 60274 2068 11447 4548 15650 2051 2096 3088 736 1273 21282 1194 7885 2871 450 1290 1849 1365 1802 1456 1553 487 1911 2646 1056 1464 428 101 1420
internal_value=0 -1999.93 -1860.42 -1378.74 -5309.43 -19656 3825.54 -207.601 2335.68 -2651.51 -18477.3 8043.12 54622.5 -35741.6 14775.6 20672.4 37044.4 77922.9 12307.8 -10728.8 107608 48287 101614 -12156 -35723.7 -55693.9 688.477 35581.3 -288.961 64036.8
internal_weight=0 155892 155741 153673 87549 25811 66124 54677 52581 41338 16670 24668 3386 10973 5697 11243 7390 2786 4604 3853 2192 2826 2336 21263 5613 3702 61738 3314 1466 1848
internal_count=4318164 155892 155741 153673 87549 25811 66124 54677 52581 41338 16670 24668 3386 10973 5697 11243 7390 2786 4604 3853 2192 2826 2336 21263 5613 3702 61738 3314 1466 1848
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=5 5 3 5 1 3 3 3 0 4 4 1 0 3 5 2 1 0 4 0 0 5 3 2 1 0 0 0 0 0
split_gain=6.19007e+13 3.31092e+14 2.74781e+14 2.55801e+14 3.30868e+14 2.74331e+14 2.5494e+14 8.8551e+14 1.01891e+15 8.30359e+14 7.92158e+14 9.02415e+14 6.69997e+14 6.50749e+14 6.31231e+14 5.84857e+14 5.66257e+14 5.80584e+14 4.37562e+14 4.32912e+14 4.32609e+14 4.79545e+14 4.07872e+14 4.04207e+14 6.24942e+14 5.77891e+14 5.30703e+14 5.71171e+14 6.85942e+14 1.60257e+15
threshold=54.035000000000004 50.005000000000003 4.5000000000000009 62.995000000000012 30.451272450000005 5.5000000000000009 5.5000000000000009 8.5000000000000018 45.112033650000008 1.5000000000000002 3.5000000000000004 40.247294600000011 45.070824200000011 7.5000000000000009 118.33500000000002 4.5000000000000009 44.083877800000003 56.301440000000007 1.5000000000000002 63.563300600000012 55.826364100000013 118.33500000000002 7.5000000000000009 2.5000000000000004 30.388336800000001 59.820733200000006 57.178027650000011 57.131524800000008 56.852744000000008 56.802385350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 9 8 12 -5 11 20 -8 -12 -14 19 17 -13 -19 -11 -10 -22 -18 24 -9 26 27 28 29 -25
right_child=3 2 -4 6 -6 -7 7 23 10 15 13 16 14 -15 -16 -17 22 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=67.222389630182192 11327.88519096341 6732.302203412708 -4720.5680796214265 -54327.754053398909 2761.0014320459404 -8726.0535446098893 -901.00033586097788 -31590.878342217082 27287.047819803262 -196.33919766717531 -19611.621156073914 384.39763242583916 -44277.058000293844 61015.682990921014 -263572.69741847826 -17078.991646356579 27999.715582548495 452769.99936079542 130281.00072433043 -58389.376424235728 3942.4323860406184 -97816.45473582056 67675.430412158486 -699.07562499766664 -3865.3275468484135 9035.2829447718923 -15710.556437986717 21567.163531408038 -17977.519980453868 32559.201421793605
leaf_weight=2353354 8086 22993 235622 3202 576091 43618 12096 8695 10775 155052 7426 388 2687 1157 138 25248 10839 44 961 1289 12452 481 3405 557266 125067 68792 22468 11971 21626 14875
leaf_count=2353354 8086 22993 235622 3202 576091 43618 12096 8695 10775 155052 7426 388 2687 1157 138 25248 10839 44 961 1289 12452 481 3405 557266 125067 68792 22468 11971 21626 14875
internal_value=0 -306.005 -3702.31 468.455 2073.24 -5589.81 -465.779 233.411 11678.3 -3846.91 18782.6 24787.2 -11141.6 -8742.95 -54989.6 -2956.77 43435.1 104286 144400 -676.129 12487.7 157.848 37484.1 -632.423 -5667.59 333.883 -618.967 -59.1911 -495.202 165.601
internal_weight=0 2.61197e+06 258615 1.7062e+06 627795 51704 1.0784e+06 893609 62849 184791 47928 39345 14921 8583 2825 181589 15637 1393 1005 156341 23708 12933 14244 830760 133762 696998 628206 605738 593767 572141
internal_count=4318164 2611969 258615 1706195 627795 51704 1078400 893609 62849 184791 47928 39345 14921 8583 2825 181589 15637 1393 1005 156341 23708 12933 14244 830760 133762 696998 628206 605738 593767 572141
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=5 4 1 4 3 1 4 3 2 4 6 1 3 0 1 0 5 5 5 3 0 0 5 3 0 2 3 0 5 0
split_gain=6.33949e+13 1.70268e+14 1.99708e+14 2.85668e+14 1.60061e+14 1.46252e+14 1.69025e+14 1.34522e+14 1.56542e+14 1.29867e+14 1.36978e+14 2.12149e+14 1.52891e+14 1.73206e+14 2.33211e+14 5.45726e+14 1.82051e+14 1.48938e+14 1.83712e+14 2.05924e+14 1.50612e+14 1.42489e+14 1.34382e+14 1.23977e+14 1.22975e+14 1.21688e+14 3.32699e+14 1.25252e+14 3.54861e+14 1.92105e+14
threshold=177.02500000000003 3.5000000000000004 38.911476500000006 1.0000000180025095e-35 1.5000000000000002 83.140147550000009 2.5000000000000004 14.500000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 30.160599000000001 4.5000000000000009 56.093493200000005 37.889331900000009 55.020029900000004 109.05000000000001 96.015000000000015 125.85000000000001 14.500000000000002 56.281985950000006 45.03656895000001 102.01000000000001 16.500000000000004 57.157092150000004 1.5000000000000002 8.5000000000000018 44.226894250000008 225.45000000000002 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 23 -3 -5 -7 8 -2 -1 11 -11 21 14 15 -14 -17 -15 19 -19 -20 -12 -16 -4 -23 26 27 28 -6 -29
right_child=1 4 3 5 25 6 -8 -9 -10 10 12 -13 13 17 22 16 -18 18 20 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=10.640056082803934 -110415.64690336942 -194542.31437500002 218508.33825367648 4661.6420055410299 196172.94687500002 -9918.3663019854339 -187963.79199438205 -138123.61819885255 3751.8583886049873 231023.13391927085 78402.680355900127 14949.593877199557 -51060.322523955954 349.36897272417002 5320.7018922243569 29190.260039610574 141001.35810290155 -60849.527315797983 -183887.15342329547 -181861.14427164209 -14618.623513619264 -21296.825614364374 -32697.025144760311 -31029.491271033658 41753.411656831784 15763.49273889036 -147015.34406250002 191935.71139457152 -351925.19270833337 32967.845387500005
leaf_weight=4298692 179 35 85 1826 27 133 89 160 365 48 281 852 437 789 1452 245 359 1111 55 161 1188 905 2585 26 470 5209 60 194 21 125
leaf_count=4298692 179 35 85 1826 27 133 89 160 365 48 281 852 437 789 1452 245 359 1111 55 161 1188 905 2585 26 470 5209 60 194 21 125
internal_value=0 8610.36 -11269.3 3812.26 18646.6 -4656.13 -81296.9 -57521 -33814.3 -17.0504 -10899.5 26473.5 -14250.4 -19736 -8140.69 34061.2 95647.5 -37557.1 -49449 -76166.2 -22108.4 13515.5 -19023.1 160058 254.892 19970.5 71292.3 106983 -43620 129644
internal_weight=0 8534 2863 2159 5671 2048 222 704 544 4.30963e+06 10938 900 10038 8382 5078 1041 604 3304 2515 1272 1243 1656 4037 111 1375 5636 427 367 48 319
internal_count=4318164 8534 2863 2159 5671 2048 222 704 544 4309630 10938 900 10038 8382 5078 1041 604 3304 2515 1272 1243 1656 4037 111 1375 5636 427 367 48 319
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 1 0 0 3 5 0 0 0 1 3 1 1 0 1 0 0 0 0 0 1 5 3 6
split_gain=6.23125e+13 4.82679e+14 1.60165e+15 1.97275e+15 8.7172e+14 1.72492e+15 1.93156e+15 1.71205e+15 2.96814e+15 2.59824e+15 1.5927e+15 1.16206e+15 9.09834e+14 8.05244e+14 7.82918e+14 7.73577e+14 1.17351e+15 9.85084e+14 2.42325e+15 2.34766e+15 1.39351e+15 2.19025e+15 1.87871e+15 1.67624e+15 7.40061e+14 7.05912e+14 6.30997e+14 6.09951e+14 6.0993e+14 6.03886e+14
threshold=55.099723300000008 55.674875350000008 37.615058950000012 37.712318250000003 55.628356700000005 38.633372000000001 38.096381250000007 37.752451500000006 55.576287050000012 55.455204450000004 17.500000000000004 53.385000000000012 55.455204450000004 55.601678500000013 55.455204450000004 36.546174950000008 10.500000000000002 37.39371280000001 37.314272700000011 55.535913550000011 37.436176200000013 55.619594000000006 55.645049100000001 55.657530000000008 55.664473600000008 55.388132500000005 37.342273500000012 32.475000000000001 13.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 -4 5 6 7 8 14 -9 29 -10 -7 -13 -5 16 -2 18 19 -17 21 25 27 -22 -24 -19 -20 -23 -25 -8
right_child=1 -3 3 4 -6 12 10 9 11 -11 -12 13 -14 -15 -16 17 -18 20 26 -21 23 22 24 28 -26 -27 -28 -29 -30 -31
leaf_value=389.12162933142696 -60493.465493174284 349.59079200407581 -37964.388648341373 19878.59280296207 -20179.801580969186 -5887.9971048135667 166185.57209185147 30120.90435461629 39568.552108762793 -45454.723708814883 -22741.089585547958 197769.42857790005 -37314.590953350234 83890.292721727834 -55929.261369099331 47080.858489190636 143666.69696131555 -44454.967382245224 106401.67558764381 -19945.274648463237 2725.5881794304191 -866.53569264608234 8801.171465544734 14529.631734926703 -182997.39554761554 80365.063763035243 46226.405197980355 -96996.719993878971 89393.163405715983 54116.962230531382
leaf_weight=2107154 3067 1786313 19955 2308 34626 176039 501 7084 4112 12712 2982 955 9721 1775 3325 7761 310 581 2089 15997 78847 753 4321 1663 211 2058 10508 5347 3149 11940
leaf_count=2107154 3067 1786313 19955 2308 34626 176039 501 7084 4112 12712 2982 955 9721 1775 3325 7761 310 581 2089 15997 78847 753 4321 1663 211 2058 10508 5347 3149 11940
internal_value=0 -370.844 -3401.05 -7631.1 -5373.19 -3177.07 13786.9 -125.438 28889.5 -18410 42897.1 73148.3 -7532.58 123727 -24868.6 5514.38 -41752.1 6711.95 20749.6 1950.08 1446.95 -28657.5 -48897.3 6222.48 -128.55 52884.8 56205.5 -85130.2 63520.8 58630
internal_weight=0 2.21101e+06 424697 288035 268080 233454 47694 32271 12475 19796 15423 6842 185760 2730 5633 136662 3377 133285 36355 23758 96930 13271 10632 83659 4532 2639 12597 6100 4812 12441
internal_count=4318164 2211010 424697 288035 268080 233454 47694 32271 12475 19796 15423 6842 185760 2730 5633 136662 3377 133285 36355 23758 96930 13271 10632 83659 4532 2639 12597 6100 4812 12441
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=5 0 0 1 2 0 1 1 5 0 1 1 3 1 3 0 1 5 0 0 1 0 3 5 0 6 0 1 1 1
split_gain=6.18512e+13 1.51574e+14 3.03903e+14 2.10709e+14 4.47214e+14 2.01219e+14 2.0424e+14 1.91976e+14 1.88728e+14 1.88739e+14 2.13767e+14 1.85857e+14 3.02632e+14 2.89941e+14 1.98916e+14 1.73731e+14 1.54406e+14 1.47812e+14 3.35253e+14 2.48174e+14 2.25166e+14 2.27985e+14 2.11619e+14 2.0724e+14 1.90022e+14 5.16506e+14 6.21271e+14 9.08599e+14 9.33037e+14 6.87562e+14
threshold=30.025000000000002 54.940316550000006 55.885524800000006 38.781124500000011 2.5000000000000004 55.56564190000001 37.275078000000001 82.871296800000025 13.050000000000002 55.708120100000009 37.582182450000005 82.95335685000002 16.500000000000004 82.957885500000017 17.500000000000004 55.050600750000008 82.964402850000013 33.57500000000001 54.970187400000007 60.042666650000008 37.767735350000002 54.943968150000011 4.5000000000000009 33.585000000000008 55.099723300000008 1.5000000000000002 55.061033200000004 82.91993380000001 82.911991800000024 82.784560750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -5 -3 -10 -11 -9 16 14 -14 -15 -13 18 20 22 -2 -22 -20 -19 25 26 -25 28 29 -28
right_child=17 2 -4 7 5 6 -8 11 9 10 -12 12 13 15 -16 -17 -18 23 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-4419.4965303046329 -20857.805482532134 -28417.195077991928 -3798.3099346353879 -5612.5779048167851 1836.2081742190476 -10474.584038459741 26095.754104113857 14886.623547545161 -8392.2046569379781 -8600.6348122415784 24257.074218454625 32048.465490136536 -123786.99871411484 691.31367181914038 34504.763683832913 -43103.816436549125 2051.3802537004167 -7638.9521145214057 -5151.9464145019883 -12410.133408391484 738.14106798112016 -13318.527892965973 6446.7319518576423 2826.2640873660821 -695.7751901606689 -390.74946905034381 -54754.641625195021 -5209.1924850098831 172939.01737725083 55071.30335802873
leaf_weight=106389 6200 2385 96753 29804 5908 1672 17628 12727 9201 3120 5419 2049 418 2677 98 1369 10557 35806 17313 8174 83630 13385 172076 542120 1882268 1238817 656 4598 597 4350
leaf_count=106389 6200 2385 96753 29804 5908 1672 17628 12727 9201 3120 5419 2049 418 2677 98 1369 10557 35806 17313 8174 83630 13385 172076 542120 1882268 1238817 656 4598 597 4350
internal_value=0 -1365.21 245.136 3969.86 9109.79 17984.4 22927.6 66.8108 -2006.29 1544.44 12251.4 5728.91 -1059.89 -23130.2 -93723.8 -14127.2 6927.16 104.918 2236.98 4650.12 -2381.98 -1201.23 5386.44 -67.9699 5.8272 743.126 3286.33 27735.9 54771.7 40679.4
internal_weight=0 308174 201785 105032 45333 25208 19300 59699 20125 17740 8539 29895 17168 4562 516 4046 12606 4.00999e+06 300778 197563 103215 97015 189389 3.70921e+06 3.67341e+06 1.79114e+06 552321 10201 5603 5006
internal_count=4318164 308174 201785 105032 45333 25208 19300 59699 20125 17740 8539 29895 17168 4562 516 4046 12606 4009990 300778 197563 103215 97015 189389 3709212 3673406 1791138 552321 10201 5603 5006
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=0 0 0 1 5 3 1 3 0 2 0 3 3 1 3 0 5 0 5 1 5 0 1 3 0 0 0 5 6 1
split_gain=5.91455e+13 3.64069e+14 5.21841e+14 1.05834e+15 6.49729e+14 3.84516e+14 5.29678e+14 3.63883e+14 3.65063e+14 3.53599e+14 3.49506e+14 3.17583e+14 3.08828e+14 2.80102e+14 3.41538e+14 2.44092e+14 2.24268e+14 3.24257e+14 3.97208e+14 2.28907e+14 2.18614e+14 8.78783e+14 3.66968e+14 3.61655e+14 2.16916e+14 1.30976e+15 6.43697e+14 5.1383e+14 4.14208e+14 8.98681e+14
threshold=45.087005000000012 47.155083450000006 47.236539400000005 39.666208800000007 89.00500000000001 18.500000000000004 39.488326500000007 3.5000000000000004 45.254062050000009 1.5000000000000002 47.228519500000004 6.5000000000000009 5.5000000000000009 39.047276750000002 24.500000000000004 46.672631750000008 69.610000000000014 45.098908000000009 92.035000000000011 39.016372550000007 110.05000000000001 45.254062050000009 38.92948375000001 14.500000000000002 53.145783300000012 53.242949050000007 52.485928400000006 142.05000000000004 1.5000000000000002 39.666208800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 7 3 5 10 6 -3 8 -2 -1 -5 -6 -12 14 -11 -10 19 18 -18 -9 -19 22 -22 -24 26 27 28 -26 29 -4
right_child=1 2 24 4 11 -7 -8 16 15 13 12 -13 -14 -15 -16 -17 17 20 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=8219.3093416607571 21248.557665401182 -34606.222796582602 21122.818938609122 11028.185848638288 -7520.6616537188202 -19083.271957352106 8530.0387394170921 -2290.2305952379884 -18175.647809545095 1620.0914347672399 7520.0365190669681 85029.739342250949 49261.703578671302 -2861.6603261543346 26714.415095581477 13930.08179093075 -30016.490958538343 -15493.450347301114 -116909.74020506728 -12860.203910303733 290862.01322166313 -110469.51460442341 -59137.362388102214 193101.54835611981 18589.928882698852 -103.74111676073974 -15662.776451857488 169876.01945600932 -2903.0502356620036 -7396.7557624342408
leaf_weight=60012 9243 3225 23553 21499 446 10429 24261 52608 6365 264833 2645 2198 5373 191893 5537 3771 2372 7496 676 33558 118 213 108 120 33887 3289433 34117 226 207137 20812
leaf_count=60012 9243 3225 23553 21499 446 10429 24261 52608 6365 264833 2645 2198 5373 191893 5537 3771 2372 7496 676 33558 118 213 108 120 33887 3289433 34117 226 207137 20812
internal_value=0 -137.279 37.1001 8584 21927.5 -2734.47 3468.76 -5637.44 6875.63 997.743 17673.5 69418 35491.8 60.2229 2134.01 -6231.02 -8130.43 -21507 -49288.1 -6406.79 -10994.6 49332.8 147708 73620 -128.848 98.4188 -2773.39 19592.2 -1024.9 7744.04
internal_weight=0 3.79589e+06 3.67924e+06 70076 32161 37915 27486 116648 19379 522275 29517 2644 8018 462263 270370 10136 97269 11103 3048 86166 8055 559 346 228 3.60916e+06 3.32355e+06 285619 34113 251502 44365
internal_count=4318164 3795889 3679241 70076 32161 37915 27486 116648 19379 522275 29517 2644 8018 462263 270370 10136 97269 11103 3048 86166 8055 559 346 228 3609165 3323546 285619 34113 251502 44365
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=3 1 5 3 0 3 0 0 6 1 4 6 1 0 1 3 3 4 5 1 3 5 3 1 0 1 0 0 0 0
split_gain=6.85153e+13 3.82192e+14 5.69255e+14 4.87747e+14 4.76031e+14 4.74927e+14 5.93135e+14 2.63111e+15 1.59648e+15 6.68211e+14 5.66196e+14 4.90543e+14 8.2875e+14 1.07341e+15 1.04855e+15 6.22774e+14 6.40542e+14 5.49312e+14 5.55487e+14 7.46681e+14 5.00558e+14 1.10536e+15 7.78569e+14 9.07062e+14 8.92332e+14 7.64637e+14 1.65245e+15 1.21835e+15 1.18506e+15 8.67933e+14
threshold=10.500000000000002 38.969379750000009 41.305000000000007 14.500000000000002 44.580511600000001 11.500000000000002 59.932719750000011 59.916647550000008 1.5000000000000002 30.388336800000001 2.5000000000000004 1.5000000000000002 38.096381250000007 56.281985950000006 38.233559750000005 12.500000000000002 13.500000000000002 1.5000000000000002 56.205000000000005 30.468306550000005 17.500000000000004 72.010000000000005 16.500000000000004 37.487839250000007 55.551692500000009 37.620907050000007 55.56564190000001 55.551692500000009 55.795550600000006 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 7 -6 9 -9 -11 12 20 -14 -15 -13 -17 18 -18 -20 21 22 -7 24 -24 26 27 -25 29 -28
right_child=1 2 3 -5 5 11 -8 8 -10 10 -12 15 13 14 -16 16 17 -19 19 -21 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=310.12380922438388 60856.335609911082 1742.8254811810602 -9974.3376158087412 -2406.2543113616539 18561.166789552975 1007.2969248706872 -12230.476427668516 -140218.60691964286 -9560.3334524086895 285177.61021195533 536489.1549618321 -7031.2961203791729 20565.661802088682 -42151.894656286509 345692.18018652347 31850.821047758291 646.92626297551033 7758.4794353484731 -87478.592640205039 667.3978283000605 334.8853826230802 -28425.165065830435 64741.667797136717 -15028.748618502823 -7490.0432345718336 -20659.790952182011 -96668.23889494632 289267.87477678573 4580.001907734606 -232629.18056991865
leaf_weight=2688514 1330 276145 104180 466378 10723 91885 4604 28 197 284 131 53555 9616 107 200 8386 162167 176698 1694 2221 204428 21227 2015 1254 11310 16247 1052 147 593 848
leaf_count=2688514 1330 276145 104180 466378 10723 91885 4604 28 197 284 131 53555 9616 107 200 8386 162167 176698 1694 2221 204428 21227 2015 1254 11310 16247 1052 147 593 848
internal_value=0 -511.627 -1984.26 -3788.13 1080.92 979.21 18048.7 30317 227283 332606 364507 623.24 -2057.1 26442.4 210515 3013.56 4545.46 3877.45 -251.661 -37472.9 -2862.79 -7322.49 -3748.95 -16807.8 3432.8 -30198.7 -69998 16899.6 -118832 -157350
internal_weight=0 1.62965e+06 846703 570558 782947 781617 15967 11363 640 443 415 765650 360929 9923 307 404721 351166 342780 166082 3915 351006 146578 125351 33466 13325 20141 3894 1401 2493 1900
internal_count=4318164 1629650 846703 570558 782947 781617 15967 11363 640 443 415 765650 360929 9923 307 404721 351166 342780 166082 3915 351006 146578 125351 33466 13325 20141 3894 1401 2493 1900
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=1 1 1 0 6 0 3 1 3 6 5 5 1 0 1 0 2 5 2 5 0 3 0 1 0 5 0 5 1 1
split_gain=6.68136e+13 3.12869e+14 4.56023e+14 4.22424e+14 3.30329e+14 3.75597e+14 2.84922e+14 2.73562e+14 2.57746e+14 2.50689e+14 3.68523e+14 3.41222e+14 3.26026e+14 2.90624e+14 2.61635e+14 3.65391e+14 3.22805e+14 2.4414e+14 2.33957e+14 2.23984e+14 2.16591e+14 4.0999e+14 2.72602e+14 2.63505e+14 2.07665e+14 2.04043e+14 2.01355e+14 2.09431e+14 1.909e+14 7.38107e+14
threshold=83.015546400000019 83.011163250000024 83.00362155000002 55.02863030000001 1.5000000000000002 55.030402950000003 22.500000000000004 83.000022850000008 12.500000000000002 1.5000000000000002 51.405000000000008 99.555000000000021 83.140147550000009 55.030402950000003 83.026705000000007 55.030402950000003 1.5000000000000002 59.005000000000003 9.5000000000000018 118.33500000000002 54.811549550000009 17.500000000000004 54.970187400000007 83.761389800000003 55.020029900000004 76.730000000000018 55.012873400000011 94.040000000000006 82.964402850000013 82.967723800000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 -5 17 24 28 19 10 -2 13 -13 20 15 -11 -17 -6 -9 -3 23 25 -23 -12 26 -22 -4 -28 -1 -30
right_child=9 3 6 4 5 -7 -8 18 -10 14 11 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-92.847924021867087 321.92236425838649 38127.122232330752 27161.905029742236 -5405.1304622271864 -26047.35443716665 19441.782612167379 -39783.121351044654 -3297.0146842459035 -17311.269803189411 26370.648352674129 2881.9234484421199 136205.02691444926 -52341.746075629235 10399.099012680561 -536.34381937841465 -51179.653080155018 5910.2655377454648 -71897.922440113252 -17569.916125049302 -212527.73003472222 73577.235528602439 91863.212581050742 -36127.586842423982 44702.015136065158 27905.459626273136 161708.10117187502 5648.6551860442833 -105131.62263808139 16998.392435948994 307.96276692759591
leaf_weight=3598076 23860 3672 4920 77164 6089 1538 1057 97716 1219 8690 2637 101 997 9342 240624 1232 5051 1435 13014 36 944 247 510 3515 7288 364 21806 172 32055 152793
leaf_count=3598076 23860 3672 4920 77164 6089 1538 1057 97716 1219 8690 2637 101 997 9342 240624 1232 5051 1435 13014 36 944 247 510 3515 7288 364 21806 172 32055 152793
internal_value=0 -107.117 27.2572 -5898.94 -7526.22 -25587.6 11351.3 -75.2409 22579.5 1444.47 8554.52 19083 -34998.2 22464.8 261.753 13087.6 -5284.19 -34792.1 -4974.5 35693.6 36182.4 64205.2 5634.27 26776.2 12932.3 98103 8875.33 4781.69 68.1653 3202.3
internal_weight=0 4.02005e+06 3.9289e+06 91153 86226 9062 35243 3.89365e+06 4927 298114 42517 18657 1098 17559 255597 14973 6283 7524 110730 3708 8217 2065 757 6152 34186 1308 26898 21978 3.78292e+06 184848
internal_count=4318164 4020050 3928897 91153 86226 9062 35243 3893654 4927 298114 42517 18657 1098 17559 255597 14973 6283 7524 110730 3708 8217 2065 757 6152 34186 1308 26898 21978 3782924 184848
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=3 0 0 5 0 1 1 3 5 0 5 3 1 0 0 1 1 1 5 1 3 5 2 1 5 0 0 0 0 0
split_gain=6.58316e+13 2.20337e+14 2.07635e+14 3.95681e+14 3.23884e+14 2.79429e+14 3.06352e+14 3.77791e+14 4.40844e+14 3.36545e+14 2.97773e+14 2.81303e+14 2.67863e+14 2.58827e+14 3.53295e+14 5.01272e+14 1.02287e+15 4.81967e+14 3.63323e+14 2.80353e+14 2.61093e+14 2.54221e+14 2.50785e+14 3.83335e+14 2.44138e+14 4.04261e+14 6.108e+14 5.37592e+14 1.14403e+15 3.8526e+14
threshold=15.500000000000002 43.592450450000008 45.005863250000004 55.005000000000003 45.053747000000008 39.071052600000009 39.027779200000005 18.500000000000004 81.00500000000001 45.029420750000007 98.020000000000024 21.500000000000004 37.314272700000011 45.013473000000012 45.03656895000001 38.975980350000007 38.950530550000003 38.984911950000004 150.04500000000004 38.975980350000007 19.500000000000004 225.45000000000002 12.500000000000002 38.969379750000009 72.705000000000013 54.986619450000006 55.046835900000012 54.920670650000005 54.708501450000007 51.67657710000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 13 8 -8 -9 -11 -7 -5 -4 19 16 -16 -17 -18 21 -19 22 -15 -24 -6 27 -27 28 29 -26
right_child=1 2 4 12 24 11 7 9 -10 10 -12 -13 -14 14 15 17 18 20 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=248.41240616904713 20593.365999126709 -238.34383331465571 -39434.775774957612 52394.891964441988 -141.08413100764389 2036.3293643471168 29486.717328338058 20051.868718911872 112487.40826435281 -28265.069483913088 -214401.30196002463 -33724.225054671428 -22663.12889882231 25385.174300787927 13404.302436916039 75400.193084425686 -52142.671575428947 22953.388127934973 -313329.59583333338 5341.2535869670746 -22665.654905349951 -204543.93997093022 48376.474895732412 171420.15242185956 -5291.4966543355877 18933.022838822504 -3391.611902415963 -35673.571762394895 57677.760824869678 -26978.728505213257
leaf_weight=3073923 4880 26910 1228 491 945918 10898 7813 2669 697 1306 92 2756 15028 3722 4695 1216 3879 3303 54 5404 2023 43 1274 316 29278 13499 133038 7887 2551 11373
leaf_count=3073923 4880 26910 1228 491 945918 10898 7813 2669 697 1306 92 2756 15028 3722 4695 1216 3879 3303 54 5404 2023 43 1274 316 29278 13499 133038 7887 2551 11373
internal_value=0 -613.708 -697.211 -7571.93 -453.515 7159.64 11400.6 24303.3 36284.8 -767.313 -40514.4 -5181.78 -20288.4 5425.04 7549.61 -2280.75 -18109.4 18595.1 -55728.8 21410.2 5625.69 37626.3 39586.6 72830.4 -808.946 -4005.6 -1335.06 -11665.4 -7282.48 -11359
internal_weight=0 1.24424e+06 1.23936e+06 42429 1.19693e+06 53388 39734 12577 8510 4067 1398 13654 15519 27157 25929 15170 8628 6542 3933 10759 5326 5355 5312 1590 1.14354e+06 197626 146537 51089 43202 40651
internal_count=4318164 1244241 1239361 42429 1196932 53388 39734 12577 8510 4067 1398 13654 15519 27157 25929 15170 8628 6542 3933 10759 5326 5355 5312 1590 1143544 197626 146537 51089 43202 40651
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=1 3 0 0 0 4 3 1 5 5 5 5 3 5 6 5 0 4 0 0 6 1 3 1 1 1 5 0 1 5
split_gain=5.96378e+13 1.34157e+14 1.03047e+14 1.96696e+14 1.26966e+14 1.00106e+14 1.00417e+14 1.28488e+14 1.16685e+14 5.15826e+14 1.4465e+14 2.74621e+14 1.04663e+14 9.94489e+13 9.78832e+13 1.27694e+14 8.43348e+13 8.19488e+13 8.03058e+13 8.00094e+13 9.50192e+14 5.88695e+14 3.17485e+14 3.65697e+14 5.5794e+14 2.45394e+14 2.42004e+14 1.8593e+14 6.51183e+14 3.7834e+14
threshold=113.46563545000002 17.500000000000004 57.814144100000007 56.831297550000009 53.37994195000001 1.5000000000000002 2.5000000000000004 114.17164950000002 78.710000000000022 79.010000000000005 91.050000000000011 92.035000000000011 5.5000000000000009 74.010000000000005 1.5000000000000002 102.01000000000001 63.563300600000012 1.5000000000000002 52.719210700000012 61.785186750000001 1.5000000000000002 54.845880150000006 5.5000000000000009 34.359746700000009 35.911716050000003 52.395917250000004 68.52500000000002 60.693675950000006 33.101335500000005 41.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 14 -4 -7 -8 12 -10 -11 -12 16 -6 15 -2 -9 -3 -16 27 -21 22 25 -24 -25 -22 -23 -1 -29 -30
right_child=1 17 5 -5 13 6 7 8 9 10 11 -13 -14 -15 18 -17 -18 -19 -20 20 21 26 23 24 -26 -27 -28 28 29 -31
leaf_value=-52.708866952909879 37659.452543623971 4571.0418606108269 -3302.8040481855564 -135990.62727120536 -10766.832299129806 -5937.5877880437993 -9938.7610404336538 36812.649235290446 -294896.0983145255 83601.928049152368 -247371.97716579863 25675.539650361763 77772.93208687898 -63287.451151029585 1389.1412025357768 -111749.49927083333 -152174.98984374999 112877.00979710981 63453.044478661417 54873.100283653373 -19991.765039624446 -28383.486574568637 -21985.051691406559 372594.98281250003 38501.591018566338 11129.494090431615 -79272.280299548802 -37758.747974744612 -3705.1927600161575 21441.44548482653
leaf_weight=4236108 1227 113 2065 105 2205 927 628 1462 54 253 45 203 849 431 17470 60 24 183 211 2335 7603 5592 1187 51 2515 3800 1122 2819 9119 17398
leaf_count=4236108 1227 113 2065 105 2205 927 628 1462 54 253 45 203 849 431 17470 60 24 183 211 2335 7603 5592 1187 51 2515 3800 1122 2819 9119 17398
internal_value=0 4558.12 3855.62 546.469 1210.07 14890.7 23342.8 31058.2 39966.9 -1248.12 30402.6 -23869.4 49763.2 -19354.2 4067.91 30694 33760.4 71530.5 2129.79 -30.2996 -5763.4 -12237.4 -1317.48 23910.9 45141.8 -9620.74 -36887.7 2.23382 7935.94 12793.7
internal_weight=0 28515 28219 21709 21604 6510 4445 3518 2890 555 501 248 2335 2636 18968 1287 1486 296 17681 4.28965e+06 24205 21870 15156 3753 2566 11403 6714 4.26544e+06 29336 26517
internal_count=4318164 28515 28219 21709 21604 6510 4445 3518 2890 555 501 248 2335 2636 18968 1287 1486 296 17681 4289649 24205 21870 15156 3753 2566 11403 6714 4265444 29336 26517
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=0 1 4 1 1 3 5 6 3 1 5 0 5 3 2 5 3 5 3 1 1 6 5 5 5 0 1 5 2 1
split_gain=5.86828e+13 2.0723e+14 1.94391e+14 1.58079e+14 2.67038e+14 2.85822e+14 2.29633e+14 2.05061e+14 4.56021e+14 3.31488e+14 3.24334e+14 2.02334e+14 1.847e+14 1.67114e+14 1.65188e+14 1.78358e+14 1.57672e+14 1.35779e+14 1.20275e+14 1.14929e+14 1.22431e+14 1.22134e+14 1.1574e+14 1.12484e+14 2.03487e+14 1.08525e+14 1.14827e+14 1.71511e+14 1.10834e+14 1.07653e+14
threshold=43.465905150000005 47.854228500000012 3.5000000000000004 40.810045900000013 47.473138800000008 5.5000000000000009 67.00500000000001 1.5000000000000002 11.500000000000002 39.925119750000007 31.010000000000002 42.966471700000007 61.845000000000006 18.500000000000004 1.5000000000000002 89.00500000000001 24.500000000000004 89.00500000000001 18.500000000000004 44.083877800000003 46.037218400000008 1.5000000000000002 116.06000000000002 38.210000000000008 34.920000000000009 43.056445700000005 42.09605220000001 225.45000000000002 10.500000000000002 45.148007750000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 8 12 18 -11 -7 -1 19 15 -9 -16 -13 -10 -8 21 -21 -22 24 -12 28 -27 29 -4 -28
right_child=-2 -3 25 4 5 11 13 14 9 10 23 17 -14 -15 16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-3850.2129024135866 -39.015237331800762 -24009.831945480662 47848.059466972416 -489.92105664449576 30633.856335138116 -7348.1146024820819 -112512.29857102998 34759.877207695536 -6357.5254367404523 539059.3419642857 57065.277539062503 8221.8666966925448 147596.15806267559 -295454.13097826089 1905.2007899683549 241847.61153025075 158302.54074481671 48858.069279560863 147825.16019287109 15705.73720040728 -32879.296285995239 -25821.552974522798 -107702.43384021577 123316.41219223484 437849.95399305562 59444.245391687582 -93417.707577237219 -319506.04000000004 -106069.31948242188 16843.29350676696
leaf_weight=846 4270332 2593 1847 9331 4326 9064 147 1268 144 28 23 3005 89 23 7774 43 65 1132 78 1161 1968 1816 231 132 36 193 132 20 48 269
leaf_count=846 4270332 2593 1847 9331 4326 9064 147 1268 144 28 23 3005 89 23 7774 43 65 1132 78 1161 1968 1816 231 132 36 193 132 20 48 269
internal_value=0 3483.19 5059.03 3470.61 -6.7292 8326.17 -9957.72 14109.4 50101.9 133926 221217 1015.89 10565.5 -26483 8696.79 41552.2 3202.03 19341.1 47814.8 -25320.8 -22844.5 -9626.33 -40739.3 174622 289408 32110.9 -4426.18 -33706.4 43949.4 -19452.1
internal_weight=0 47832 45239 42730 32204 17527 14677 10526 1376 441 219 13201 935 5346 9150 1311 7839 4137 222 5323 5176 2977 2199 191 59 2509 614 421 1895 401
internal_count=4318164 47832 45239 42730 32204 17527 14677 10526 1376 441 219 13201 935 5346 9150 1311 7839 4137 222 5323 5176 2977 2199 191 59 2509 614 421 1895 401
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=5 1 4 0 6 5 2 4 0 5 4 1 0 1 1 1 0 1 4 0 3 0 1 1 3 0 0 5 0 0
split_gain=5.84615e+13 1.08787e+14 1.20697e+14 1.49591e+14 7.98561e+13 7.75937e+13 7.73927e+13 1.48797e+14 1.53942e+14 1.12538e+14 1.21323e+14 1.096e+14 1.08951e+14 2.26868e+14 1.13556e+14 1.11489e+14 1.08381e+14 1.91344e+14 1.02713e+14 8.71953e+13 9.1241e+13 7.75775e+13 7.67573e+13 9.10181e+13 4.50749e+14 2.23785e+14 2.5242e+14 1.07292e+14 7.62401e+13 9.47874e+14
threshold=25.005000000000006 30.425002000000003 1.5000000000000002 59.916647550000008 1.5000000000000002 20.010000000000002 2.5000000000000004 1.0000000180025095e-35 54.940316550000006 13.050000000000002 1.5000000000000002 37.889331900000009 55.751981950000008 37.516458750000005 37.39371280000001 37.362912300000012 55.455204450000004 37.275078000000001 3.5000000000000004 55.576287050000012 11.500000000000002 45.053747000000008 37.582182450000005 37.642309100000013 8.5000000000000018 55.769960200000007 55.74310830000001 18.050000000000004 56.782419000000012 56.367862600000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 22 8 -8 11 -11 16 13 14 15 -10 -9 -18 -12 -15 -21 -13 -3 24 25 26 -24 -28 29 -2
right_child=28 6 3 -5 5 -7 7 9 12 10 18 21 -14 19 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-25216.391440526568 110.81742347729653 -13642.487281079733 -27833.413986707092 179780.7140950521 -23876.32647569857 2677.9165749103017 -3589.5837727610729 -9090.4293145846823 24555.920165816598 -4215.2563575629456 -51352.182864128306 40622.436589346529 3514.43354589316 6616.6247602650365 64479.956314762079 -130573.99963148586 -17959.784843288635 131792.94489783654 67932.575158227861 -28568.870859085153 40564.572787973964 52.03525275586307 23828.417765912618 -4165.372140155544 -15972.443278289526 4794.7122062483768 104994.57974884364 205913.59446461397 895.63103921772347 -10938.225038113378
leaf_weight=3766 3235241 7725 67 72 1630 3387 11691 193 368 36342 837 546 10744 7382 1356 53 127 260 79 219 1488 3446 292 34662 1919 421 277 170 873852 79552
leaf_count=3766 3235241 7725 67 72 1630 3387 11691 193 368 36342 837 546 10744 7382 1356 53 127 260 79 219 1488 3446 292 34662 1919 421 277 170 873852 79552
internal_value=0 -2092.45 -12747.6 79707.7 -14210.8 -5949.43 -1304.17 666.512 5654.23 -3304.23 -5121.21 11502.6 10655.1 17715.7 50394.5 5026.5 52122.1 82649.3 -41064.5 11326.6 31695.1 5600.99 -4560.64 -2701.73 13775.3 62987.3 96139 143375 64.7017 -154.349
internal_weight=0 129519 8922 139 8783 5017 120597 75131 33301 41830 37258 4572 21610 10866 1777 421 580 387 916 9089 1707 3992 45466 37741 3079 1160 739 447 4.18864e+06 3.31479e+06
internal_count=4318164 129519 8922 139 8783 5017 120597 75131 33301 41830 37258 4572 21610 10866 1777 421 580 387 916 9089 1707 3992 45466 37741 3079 1160 739 447 4188645 3314793
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 3 0 1 1 0 1 0 5 0 1 3 1 1 0 3 0 1 0 5 2 6 4 0 3 5
split_gain=6.02397e+13 1.39236e+14 4.39032e+14 2.53735e+14 1.88751e+14 4.90968e+14 4.57776e+14 4.74564e+14 6.78388e+14 4.1906e+14 4.61937e+14 9.38636e+14 4.32624e+14 4.27179e+14 4.81034e+14 4.09093e+14 3.7226e+14 3.77252e+14 4.95551e+14 3.65227e+14 2.99159e+14 2.90998e+14 2.8816e+14 2.8218e+14 2.74998e+14 2.67936e+14 2.55839e+14 2.47548e+14 3.88348e+14 2.17916e+14
threshold=23.500000000000004 60.042666650000008 60.063729500000008 30.259484550000003 59.904813200000007 26.500000000000004 59.820733200000006 30.305955500000003 30.410108300000001 59.990816400000007 30.434657650000002 59.932719750000011 65.905000000000015 60.017447350000005 30.305955500000003 24.500000000000004 37.214886200000009 30.332994000000003 55.91302515000001 25.500000000000004 60.029906750000002 30.315880100000005 59.882016200000002 50.410000000000004 21.500000000000004 1.5000000000000002 1.5000000000000002 59.896318000000008 25.500000000000004 52.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 9 16 -8 22 10 11 12 -6 14 -11 -10 17 -2 -19 -15 -21 -13 24 -20 25 -9 -7 -17 -29 -23
right_child=1 2 3 -5 5 26 7 8 15 13 -12 21 -14 19 -16 27 -18 18 23 20 -22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=107.0307152838064 67728.269868014453 19626.630921985019 -79571.002305642454 -7751.4666771372131 -94264.110769688399 -26060.600319561967 -27508.76239701407 21748.832961845121 -14498.982463406479 46216.788478842966 18901.485213688007 2093.3231344876544 -270684.78207169933 -8254.9518938825768 -34936.794160976184 7943.9571739649318 -1501.1371284006648 22751.666410548514 -31089.159262936155 162248.77505303745 2170.916404587766 -24049.296669846906 -65245.661473400767 -91329.247568702311 117992.40286737436 73040.652897923399 -95259.856443997895 -10545.61948346578 80411.699285089708 -75420.558424732924
leaf_weight=3990478 359 10747 542 5324 783 1294 2311 2053 4870 3652 2255 3298 169 13506 913 3237 257561 984 1703 232 235 3175 202 1431 634 2021 910 687 1482 1116
leaf_count=3990478 359 10747 542 5324 783 1294 2311 2053 4870 3652 2255 3298 169 13506 913 3237 257561 984 1703 232 235 3175 202 1431 634 2021 910 687 1482 1116
internal_value=0 -1303.39 7616.39 -14387.4 -1779.76 -9113.31 -952.364 14708.2 21132.8 -5693.29 -21355.5 -31984.1 -125582 3427.93 29986.1 6522.95 -1998.07 -30586.3 -39157.2 -5248.66 81695.7 -20242.7 51709.4 -58595.1 56727.4 47193.3 -54632 25460.6 51602.3 -37409.9
internal_weight=0 327686 16613 5866 311073 31538 279535 17497 15186 29334 10796 8541 952 18538 4565 10276 262038 4477 4118 13973 467 7589 4910 3134 4708 4074 2204 5406 2169 4291
internal_count=4318164 327686 16613 5866 311073 31538 279535 17497 15186 29334 10796 8541 952 18538 4565 10276 262038 4477 4118 13973 467 7589 4910 3134 4708 4074 2204 5406 2169 4291
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=5 5 5 1 5 3 0 0 4 0 0 1 0 3 0 4 0 0 1 1 5 3 0 1 3 0 1 1 0 1
split_gain=5.67475e+13 2.46091e+14 2.27419e+14 2.22579e+14 2.90079e+14 2.87784e+14 3.14701e+14 5.1346e+14 6.97736e+14 3.03676e+14 2.68599e+14 2.50821e+14 2.13753e+14 2.02166e+14 3.25709e+14 3.20043e+14 2.37091e+14 2.24174e+14 5.08523e+14 3.67568e+14 1.94464e+14 3.18959e+14 4.48029e+14 4.12109e+14 3.45648e+14 3.05301e+14 4.928e+14 3.66425e+14 2.98862e+14 3.91883e+14
threshold=54.710000000000008 50.005000000000003 46.010000000000012 37.542000650000013 49.010000000000012 7.5000000000000009 55.806974650000008 55.784980300000008 1.5000000000000002 55.812836050000008 54.943968150000011 37.475443250000005 55.777112100000004 8.5000000000000018 55.745923000000012 1.5000000000000002 57.581016350000006 55.762622900000004 37.642309100000013 37.487839250000007 63.005000000000003 5.5000000000000009 59.932719750000011 39.753614400000011 9.5000000000000018 59.950068600000009 30.370618100000005 30.160599000000001 59.820733200000006 35.911716050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 -4 7 12 -9 11 -5 -8 -7 15 -15 -3 -17 18 19 -16 21 -2 24 25 -23 27 -27 -24 29 -26
right_child=20 13 3 4 -6 6 9 8 -10 -11 -12 -13 -14 14 17 16 -18 -19 -20 -21 -22 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=-339.51732935965521 5584.1852711793872 21911.73693761661 21569.346342339075 8480.5374312419353 -4491.9327657514359 14971.963865579502 30311.371223958333 248216.46834265906 -6057.1118345424111 -2392.1866516899022 751.63443784357685 -237140.15594921878 -112171.10309334373 -1110.9965440804053 14922.030704722354 -3144.413203267507 12237.939524783242 -8320.0274154930248 -7209.9963244468154 -118182.47164340288 -392.71633216304008 -3611.9095762922402 72468.382657216207 28518.136278230268 -24148.24289140508 1039.1387072914526 -30151.821595726204 -44841.451356545324 17860.323209568658 2723.7855458584204
leaf_weight=2044344 166682 6716 13122 67237 62238 10006 54 222 210 19947 135740 100 134 104826 269 66682 11792 85250 2354 907 1040726 109114 283 2367 5520 14250 7859 4503 12777 321933
leaf_count=2044344 166682 6716 13122 67237 62238 10006 54 222 210 19947 135740 100 134 104826 269 66682 11792 85250 2354 907 1040726 109114 283 2367 5520 14250 7859 4503 12777 321933
internal_value=0 -290.134 42.6723 2571.16 1480.55 9175.69 3873.65 17840.6 124611 -3472.17 3311.87 -143358 13291.8 -3099.4 -4885.66 960.127 -832.964 -9342.56 -34036.8 -87735.9 452.948 1816.84 504.808 -11484.7 1285.58 -15005.3 -10048.2 -37904.8 2856.24 2270.79
internal_weight=0 2.63215e+06 2.35335e+06 309010 265215 43795 30673 10572 432 20101 202977 154 10140 278796 193606 85190 78474 88780 3530 1176 1.68601e+06 645288 478606 29262 449344 26895 22109 4786 340230 327453
internal_count=4318164 2632150 2353354 309010 265215 43795 30673 10572 432 20101 202977 154 10140 278796 193606 85190 78474 88780 3530 1176 1686014 645288 478606 29262 449344 26895 22109 4786 340230 327453
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 1 3 3 1 1 1 5 5 1 6 1 3 0 3 1 1 1 0 0 5 5 0 6 1 3
split_gain=5.90335e+13 5.43692e+14 9.21062e+14 1.6173e+15 8.58562e+14 1.37902e+15 6.94505e+14 5.78134e+14 5.62334e+14 7.84064e+14 5.56356e+14 9.27433e+14 5.37441e+14 5.05466e+14 6.34285e+14 4.5332e+14 6.81553e+14 4.05521e+14 1.24899e+15 1.26352e+15 1.44151e+15 3.22258e+15 1.35745e+15 7.93449e+14 6.58425e+14 6.18145e+14 5.78423e+14 5.69484e+14 7.6796e+14 5.38678e+14
threshold=55.68356880000001 55.701368300000006 37.914142000000005 1.5000000000000002 37.314272700000011 37.503486000000002 31.500000000000004 6.5000000000000009 37.328003200000005 37.457850350000008 37.869926150000005 68.00500000000001 74.610000000000014 37.832345550000007 1.5000000000000002 37.971176850000006 14.500000000000002 55.619594000000006 16.500000000000004 37.39371280000001 37.436176200000013 37.620907050000007 55.657530000000008 55.645049100000001 58.305000000000007 34.305000000000007 55.674875350000008 1.5000000000000002 37.832345550000007 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 4 15 7 6 8 -2 -6 -10 11 13 -12 14 -7 16 -4 -1 25 22 23 24 -20 -21 -22 -19 -24 28 29 -27
right_child=1 -3 3 -5 5 10 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 18 19 20 21 -23 26 -25 -26 27 -28 -29 -30 -31
leaf_value=-53.724940752240286 -70311.974843306903 200.46514147820966 186842.60934559815 11657.012982350985 -32629.506017445965 61379.093165607694 5718.3053271679819 84430.364071998716 -213923.18827694954 -71633.093844481322 -344.71086097883784 94692.045775041333 -82350.60468012387 77522.418784323454 -18828.514852344219 -16516.262432221582 77835.685162019581 6698.1441107595256 53057.178584981455 -70576.025133923802 45794.967502326625 -10971.503373792484 -56169.255755732258 4235.6304956728609 115894.08725509225 -986.42280657162485 29234.192912553335 -15977.316599128295 9089.92114926873 -69569.746721532822
leaf_weight=2448515 281 1736616 744 8880 1633 1264 1499 1715 545 1338 4674 1602 964 951 4482 353 2504 8742 8903 4480 3467 24238 1982 2074 2184 1387 1322 32051 2204 6570
leaf_count=2448515 281 1736616 744 8880 1633 1264 1499 1715 545 1338 4674 1602 964 951 4482 353 2504 8742 8903 4480 3467 24238 1982 2074 2184 1387 1322 32051 2204 6570
internal_value=0 443.626 13075.7 34580.2 263.129 -6306.9 -51275.3 62645.5 -75573.7 -112816 9874.23 26342.2 -14366.3 9992.17 -1184.52 91108.4 102805 -308.164 -6562.91 4897.2 -4429.91 4883.29 32742.5 -46902 72886.9 -17504.8 -21997.5 -22517.2 -43146.1 -57614.9
internal_weight=0 1.77004e+06 33429 12481 20948 18952 5015 1996 3516 1883 13937 8299 5638 6697 5746 3601 3248 2.54812e+06 99604 48650 36443 29889 12207 6554 5651 50954 3304 42212 10161 7957
internal_count=4318164 1770045 33429 12481 20948 18952 5015 1996 3516 1883 13937 8299 5638 6697 5746 3601 3248 2548119 99604 48650 36443 29889 12207 6554 5651 50954 3304 42212 10161 7957
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=2 3 0 0 5 3 3 1 1 1 5 3 1 1 1 1 0 1 0 0 5 1 0 1 5 1 0 5 1 5
split_gain=5.54692e+13 1.39316e+14 1.12839e+14 1.6646e+14 1.11063e+14 1.28649e+14 1.17287e+14 1.27538e+14 1.11314e+14 1.452e+14 1.86479e+14 9.77428e+13 1.10961e+14 3.86814e+14 1.59305e+14 9.61163e+13 9.0904e+13 8.94312e+13 9.8175e+13 8.23936e+13 1.3505e+14 8.0808e+13 7.97175e+13 7.50377e+13 8.00155e+13 7.44746e+13 1.90867e+14 7.44286e+13 1.32962e+14 7.43311e+13
threshold=25.500000000000004 32.500000000000007 55.56564190000001 55.551692500000009 63.005000000000003 38.500000000000007 33.500000000000007 37.737121850000008 37.475443250000005 37.516458750000005 95.020000000000024 35.500000000000007 37.615058950000012 37.642309100000013 37.582182450000005 37.542000650000013 59.904813200000007 37.620907050000007 55.842510000000011 55.719391050000006 84.030000000000015 37.712318250000003 55.755036050000008 37.542000650000013 51.015000000000008 82.958618050000013 55.039751500000008 79.010000000000005 37.869926150000005 80.815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 11 8 -8 29 10 -10 -4 14 22 -13 -11 25 18 -17 20 -19 -21 -14 -5 -25 -2 -27 28 -9 -6
right_child=16 2 4 23 6 -7 7 27 9 15 -12 12 13 -15 -16 17 -18 19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=15.307798574793521 8910.5602542326742 -3912.5865286641729 -7518.9856707222561 -76102.508258788817 -5226.251828151796 -57256.531901860588 24971.097297819138 -216773.05641447369 -186981.16244461288 4020.0568892691904 92695.998599137936 14204.234864630449 143839.76300781252 13738.944067539313 -184776.46989583335 -196272.31667325948 -34683.823933309759 -29473.052124075941 13719.482724294356 -110407.79447106186 132356.45206088363 -44428.862192370063 333241.09875 37218.409538045962 132741.03137369792 -45147.347406431683 254573.12023809526 -17474.612465931288 -27378.766953493516 157103.84609375001
leaf_weight=4294615 9120 1065 7278 31 82 477 719 57 134 412 29 380 40 312 45 79 484 465 31 245 58 766 50 171 180 43 42 605 106 43
leaf_count=4294615 9120 1065 7278 31 82 477 719 57 134 412 29 380 40 312 45 79 484 465 31 245 58 766 50 171 180 43 42 605 106 43
internal_value=0 -16.9963 -10026.6 16400.6 -13107.3 -6787.42 -27264.7 -5296.66 -41201 -46373.1 -137223 -3817.19 28760.4 66423.4 -6864.31 -39170.6 7557.86 -49994.5 -137093 -43748.8 -11526.4 -60417.8 249063 73032.9 86204.4 9778.93 102950 -33633.3 -93608.7 50615.3
internal_weight=0 4.30848e+06 13860 1447 12413 8582 3831 1487 2344 2219 163 8105 827 402 425 2056 9689 1644 110 1534 523 1011 90 382 351 9205 85 768 163 125
internal_count=4318164 4308475 13860 1447 12413 8582 3831 1487 2344 2219 163 8105 827 402 425 2056 9689 1644 110 1534 523 1011 90 382 351 9205 85 768 163 125
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=1 3 3 6 0 1 0 3 3 1 0 5 6 1 0 0 0 3 5 3 3 5 0 1 1 5 0 0 5 0
split_gain=5.40044e+13 2.78049e+14 4.88018e+14 4.59692e+14 9.54422e+14 5.78952e+14 4.0784e+14 8.71147e+14 1.04822e+15 9.50214e+14 5.38128e+14 5.074e+14 5.05129e+14 7.25111e+14 6.36579e+14 8.72311e+14 5.7581e+14 8.24938e+14 4.90366e+14 4.98546e+14 8.5695e+14 4.39864e+14 3.95668e+14 3.23388e+14 3.8536e+14 4.66165e+14 4.48665e+14 3.14617e+14 3.06329e+14 3.05089e+14
threshold=30.243224600000001 3.5000000000000004 7.5000000000000009 1.5000000000000002 60.063729500000008 30.102666750000001 60.029906750000002 12.500000000000002 11.500000000000002 30.226173900000003 60.003414000000006 67.520000000000024 1.5000000000000002 30.160599000000001 59.963407450000012 59.853570100000006 54.725565150000001 8.5000000000000018 63.145000000000003 13.500000000000002 15.500000000000002 63.455000000000005 54.708501450000007 20.507360500000004 30.102666750000001 114.05000000000001 60.017447350000005 59.846652800000008 47.415000000000006 59.755965500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 10 8 -8 18 12 -11 13 16 15 -14 -4 -18 -9 -20 -21 -12 -5 -24 -25 26 -26 29 -17 -15
right_child=-2 2 6 22 5 -7 7 9 -10 11 21 -13 14 27 -16 28 17 -19 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-27966.033191598359 60.492200175347776 30164.431837653359 -25584.544654449041 -77549.426049502741 335067.43057355186 -85063.068090820321 -3763.2125293098834 11894.842328192966 103610.48217446682 -17522.505892161797 -20339.115157831769 -92854.160979072898 9354.0831910682646 -137783.47903729838 35158.689248900409 -6243.1916461749552 -81448.744628440778 10449.845575535675 -199934.40868803882 360880.41862728156 68235.30134981274 -83840.55423020522 41244.459482203732 -8131.9153885897576 34660.257448735618 172001.99313916976 -30580.725489527442 -67126.233696066993 -38819.066663654608 12805.928252473033
leaf_weight=4010 4195408 4281 11407 566 164 41 1736 7529 1909 6228 3844 1044 21036 155 5095 5105 1049 14191 58 113 874 1523 2451 11521 4150 204 1413 3397 6643 1019
leaf_count=4010 4195408 4281 11407 566 164 41 1736 7529 1909 6228 3844 1044 21036 155 5095 5105 1049 14191 58 113 874 1523 2451 11521 4150 204 1413 3397 6643 1019
internal_value=0 -2067.43 -1192.85 11287.4 40258 251041 -4485.87 8391.91 52471.7 -1747.61 -7856.64 -28337.4 -5487.42 -14905.6 2274.6 -2835.96 -8593.42 4124.28 20804.4 84996.1 101740 -38359 4886.84 7250.63 2431.17 23533.5 18089.1 -51703.1 -24663.5 -7075.98
internal_weight=0 122756 118746 24791 4486 205 93955 19491 3645 15846 74464 7272 69097 31218 37879 32784 26647 15240 8574 1045 987 5367 20305 19739 17288 5767 5563 4571 11748 1174
internal_count=4318164 122756 118746 24791 4486 205 93955 19491 3645 15846 74464 7272 69097 31218 37879 32784 26647 15240 8574 1045 987 5367 20305 19739 17288 5767 5563 4571 11748 1174
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=5 3 2 0 0 0 5 1 2 1 3 1 5 0 1 5 2 1 0 1 3 0 0 0 3 4 1 5 0 1
split_gain=5.54871e+13 1.99056e+14 5.18271e+14 5.55325e+14 4.35175e+14 5.8704e+14 4.04009e+14 3.9416e+14 3.65218e+14 4.62524e+14 4.49012e+14 3.56903e+14 3.47983e+14 5.55864e+14 3.39448e+14 3.08929e+14 3.00653e+14 2.80183e+14 2.91767e+14 3.35879e+14 3.05928e+14 2.78793e+14 6.09162e+14 2.55571e+14 2.22168e+14 3.38796e+14 2.25251e+14 2.18018e+14 2.16537e+14 3.03806e+14
threshold=102.01000000000001 6.5000000000000009 3.5000000000000004 55.078308950000007 54.920670650000005 55.07108800000001 116.06000000000002 65.520339550000017 2.5000000000000004 20.507360500000004 8.5000000000000018 82.784560750000011 137.05000000000004 55.010031850000011 65.551978750000004 225.45000000000002 5.5000000000000009 37.362912300000012 44.732363600000006 38.891822450000006 5.5000000000000009 56.367862600000002 56.301440000000007 55.046835900000012 4.5000000000000009 3.5000000000000004 65.659480050000013 132.05000000000004 59.982527000000012 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 17 11 -7 21 9 -3 27 -6 -4 15 -9 -14 -16 -2 -19 -20 -21 22 -5 -13 25 -8 -27 -11 -26 -30
right_child=1 8 3 7 5 6 24 14 -10 10 -12 23 13 -15 16 -17 -18 18 19 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=57.531840152320981 36850.273011957863 -196445.34711707747 -25949.233732589906 -5496.1502731477585 -113868.1459600034 -22822.182079203441 -39904.767857663886 214741.00670744243 3016.0716152925188 13786.112585908033 -23628.866696962967 58180.173423930188 -59046.200953532745 -133742.64058922997 5203.6581728334786 50731.33821370572 240686.05498991936 5330.1982113085814 -137387.03540246352 -40829.411493958956 42766.279862859643 -30370.448442138004 155810.75293460544 153230.65181947808 29467.547524137837 39811.872423583351 -132312.19984375002 101727.53385836695 150052.15222174965 -41872.982510489004
leaf_weight=4209727 874 142 3846 1483 92 3168 1143 133 68657 1164 8569 842 1358 961 432 316 62 2331 318 3620 498 2932 278 426 2351 1532 80 372 349 108
leaf_count=4209727 874 142 3846 1483 92 3168 1143 133 68657 1164 8569 842 1358 961 432 316 62 2331 318 3620 498 2932 278 426 2351 1532 80 372 349 108
internal_value=0 -2233.49 -9236.67 -25475.1 1570.33 15202.4 5683.1 -1532.05 387.726 -17222.7 -14704.2 76314.8 -45129 -73123.5 72936.3 -38323.6 34758.1 -16432.7 -23314.5 -38366.5 -30720 -11481.3 19968.5 90113.5 21916.2 1740.71 31269.7 35084.4 41710.9 104696
internal_weight=0 108437 29533 11801 17732 10091 8731 5320 78904 10247 10105 1360 6481 2635 627 1674 494 7641 6767 4436 4118 4693 1761 1268 5563 2755 1612 1536 2808 457
internal_count=4318164 108437 29533 11801 17732 10091 8731 5320 78904 10247 10105 1360 6481 2635 627 1674 494 7641 6767 4436 4118 4693 1761 1268 5563 2755 1612 1536 2808 457
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 1 0 0 1 4 1 2 0 1 0 0 0 1 4 2 1 1 1 0 0 3 3 3 2 0
split_gain=5.55938e+13 2.4515e+14 2.34272e+14 3.4652e+14 6.12849e+14 3.6531e+14 3.35286e+14 2.72246e+14 2.75054e+14 2.39967e+14 2.02588e+14 2.10566e+14 1.94912e+14 3.5599e+14 3.05179e+14 2.33353e+14 3.31798e+14 3.4141e+14 4.76477e+14 4.00831e+14 3.66621e+14 3.16475e+14 4.33087e+14 4.56143e+14 4.32392e+14 2.88926e+14 2.80856e+14 2.71771e+14 6.74399e+14 5.08945e+14
threshold=128.92000000000004 1.5000000000000002 57.147575200000006 56.863241500000008 56.819808050000006 60.58031445000001 57.157092150000004 57.117834900000013 65.551978750000004 1.0000000180025095e-35 65.551978750000004 3.5000000000000004 56.367862600000002 53.664171200000006 56.320495600000008 56.028355650000009 55.784980300000008 49.073956850000009 3.5000000000000004 4.5000000000000009 37.971176850000006 39.003296000000006 39.110397700000007 55.160271200000004 55.68356880000001 4.5000000000000009 5.5000000000000009 6.5000000000000009 3.5000000000000004 54.864040150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -6 10 -5 -9 -3 11 -4 14 -14 15 16 21 18 -18 -19 -20 24 -23 27 25 -11 -25 28 29 -24
right_child=1 2 6 7 5 -7 -8 8 -10 12 -12 -13 13 -15 -16 -17 17 19 20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-32.662758761732789 -102516.19114280524 79990.949536067375 43164.465927397629 -108492.45809663602 -21992.855501692262 107404.30354589503 15776.830606565949 -94503.528331451991 32967.736108347039 -29182.420486117757 -11361.069886067709 196653.92106860247 -139623.71458518686 -6241.4734064642826 86256.306997117717 -39606.952230834962 -88793.998270015669 163641.95563238312 96509.602630854875 33988.034825755247 -126336.42267819523 -70987.042880822133 -10310.751305902249 37949.605047145815 -76643.817409546173 35236.933669001141 -81926.326206407612 12382.438539769129 -51769.075462110588 80037.689352308007
leaf_weight=4282675 215 373 145 492 292 863 4974 263 475 817 120 233 281 695 412 1440 379 373 433 661 89 1049 2050 238 446 4710 1093 8244 2738 896
leaf_count=4282675 215 373 145 492 292 863 4974 263 475 817 120 233 281 695 412 1440 379 373 433 661 89 1049 2050 238 446 4710 1093 8244 2738 896
internal_value=0 3941.62 4590.49 1098.42 3335.72 74690.9 23609.3 -50872.4 -12459 329.729 101839 137776 -768.986 -44643.5 873.701 -497.426 1828.22 41548.5 -3449.73 80758.7 58514.8 -1621.3 -8834.01 -4561.22 18071.5 25714.5 -60491 783.589 -16039.2 17167.9
internal_weight=0 35489 35274 29802 28572 1155 5472 1230 738 27417 498 378 27044 976 26068 25656 24216 1935 901 1034 522 22281 16308 15259 5973 5527 1331 13928 5684 2946
internal_count=4318164 35489 35274 29802 28572 1155 5472 1230 738 27417 498 378 27044 976 26068 25656 24216 1935 901 1034 522 22281 16308 15259 5973 5527 1331 13928 5684 2946
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=0 1 1 5 0 1 3 3 5 3 3 6 3 3 5 2 4 3 0 3 1 3 5 5 3 1 4 0 1 1
split_gain=5.60315e+13 4.93651e+14 1.22975e+15 9.273e+14 5.90289e+14 1.25225e+15 7.13927e+14 7.06944e+14 1.0308e+15 7.02116e+14 6.71791e+14 1.44621e+15 6.86729e+14 6.39154e+14 6.26284e+14 5.52935e+14 4.77134e+14 4.73963e+14 4.55407e+14 1.03853e+15 4.49793e+14 3.87469e+14 3.78772e+14 3.68189e+14 3.56001e+14 4.77724e+14 3.30633e+14 3.14015e+14 1.34695e+15 2.31307e+15
threshold=59.963407450000012 30.370618100000005 33.101335500000005 50.005000000000003 59.982527000000012 30.315880100000005 8.5000000000000018 11.500000000000002 105.35000000000001 20.500000000000004 6.5000000000000009 1.5000000000000002 14.500000000000002 13.500000000000002 68.00500000000001 7.5000000000000009 2.5000000000000004 22.500000000000004 59.990816400000007 16.500000000000004 30.332994000000003 8.5000000000000018 98.020000000000024 40.005000000000003 17.500000000000004 30.388336800000001 2.5000000000000004 59.896318000000008 30.362552800000003 30.468306550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 4 3 -3 5 6 -2 8 26 10 -7 12 13 15 -15 -12 -14 -8 19 -5 -13 -22 -9 -4 25 -21 -6 -1 -29 -30
right_child=1 2 23 18 7 9 17 22 -10 -11 11 20 16 14 -16 -17 -18 -19 -20 24 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-58.349205089318097 36960.847457181488 -7166.5096870865891 -8348.0699095084874 -95358.681524378961 -10958.694262285355 -115302.45045368954 157590.930229258 7506.4633028448679 74576.069355191488 -193070.84651485732 -11346.684435982314 256347.264850801 58182.260564560784 -17836.10262932596 -154882.14381510418 69166.668879276651 303691.27838994568 -221407.98975183826 -23780.4244672844 -40625.07251951845 -223451.90462782118 121453.60650784677 -29684.907102334226 9363.6956623939332 -42587.617955190319 83589.271664062515 -37500.948560999132 -4281.6805419711727 38986.073406447795 -7006.8628044672141
leaf_weight=3996272 1235 34709 16685 3295 17916 397 1118 69321 1268 173 2541 277 254 1077 483 1284 115 34 13212 572 36 342 2851 39575 1841 675 6359 59888 24802 19557
leaf_count=3996272 1235 34709 16685 3295 17916 397 1118 69321 1268 173 2541 277 254 1077 483 1284 115 34 13212 572 36 342 2851 39575 1841 675 6359 59888 24802 19557
internal_value=0 -1563.55 -6250.44 -16985 3275.79 27257.5 89780.2 977.146 -13320.4 5873.05 10930 18749.3 2722.16 -6321.17 -60267.7 15680.5 134696 146405 -34376.7 -56309.8 159544 88605.5 6037.3 4110.93 -14643.3 26612 -17911.6 82.9892 5501.15 18708.7
internal_weight=0 217645 110564 54304 107081 9366 2387 97715 25543 6979 6806 6409 5754 5385 1560 3825 369 1152 19595 6383 655 378 72172 56260 3088 1247 24275 4.10052e+06 104247 44359
internal_count=4318164 217645 110564 54304 107081 9366 2387 97715 25543 6979 6806 6409 5754 5385 1560 3825 369 1152 19595 6383 655 378 72172 56260 3088 1247 24275 4100519 104247 44359
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=5 5 4 3 0 2 4 0 1 0 0 1 3 1 3 0 1 0 0 4 0 1 0 1 0 1 0 1 1 1
split_gain=5.45485e+13 1.68668e+14 2.12795e+14 2.0363e+14 2.25918e+14 2.18352e+14 2.12526e+14 2.06541e+14 3.43396e+14 2.36071e+14 4.22131e+14 5.06865e+14 3.09123e+14 3.82649e+14 2.85744e+14 2.55181e+14 2.33642e+14 5.45663e+14 2.30728e+14 3.17522e+14 2.2317e+14 2.21476e+14 2.12739e+14 3.58562e+14 2.6674e+14 4.69447e+14 4.33798e+14 5.39848e+14 2.40443e+14 2.40133e+14
threshold=102.01000000000001 128.92000000000004 4.5000000000000009 5.5000000000000009 59.982527000000012 1.5000000000000002 1.5000000000000002 60.017447350000005 30.207352000000004 59.904813200000007 57.178027650000011 39.899261850000009 7.5000000000000009 30.207352000000004 24.500000000000004 57.945214300000011 39.826386800000009 59.820733200000006 59.882016200000002 3.5000000000000004 57.60800230000001 30.259484550000003 57.147575200000006 65.520339550000017 56.876792350000009 65.551978750000004 56.819808050000006 60.55755580000001 65.565203050000022 65.610478850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 9 -9 10 22 16 -11 -14 -15 -13 17 -12 -19 -20 -18 -10 24 -24 26 -26 -7 -28 -25 -27
right_child=1 -3 -4 5 -6 7 -8 8 21 12 11 15 13 14 -16 -17 20 18 19 -21 -22 -23 23 28 25 29 27 -29 -30 -31
leaf_value=57.043154347848656 -120564.51066505323 3439.8961631196394 -30135.500079816749 -33388.478937328888 34279.160625714561 220.81516796759681 -18201.859986342533 235155.36849235371 -103378.71753840044 -39590.338155647107 -155310.60458831224 -140318.81543035354 -100511.92130727618 53896.06131196444 -77792.455353794649 -33432.566992187501 -42994.072650690359 18561.108435538499 -90392.096146031588 78719.860874917475 143683.88208035714 -20854.954632217308 -100650.24579241071 103452.65079501207 -75339.118418968705 29625.268248188975 -58528.498930557915 76877.337142855249 -18859.66748408565 -153852.85047686691
leaf_weight=4209727 207 35489 3211 2066 820 42175 10064 47 413 622 271 559 189 2819 175 372 101 1399 509 142 175 1530 140 628 1211 969 368 1473 216 77
leaf_count=4209727 207 35489 3211 2066 820 42175 10064 47 413 622 271 559 189 2819 175 372 101 1399 509 142 175 1530 140 628 1211 969 368 1473 216 77
internal_value=0 -2214.52 -4965.38 -3806.44 -16232.2 -1456.5 -20264.9 -290.516 -31935.3 863.048 -936.962 -34304.5 24887.6 37487.5 46198.8 -97610.2 -11610 -21953.3 -4324.08 -53504.4 75370.6 -38396 1554.11 47564.6 575.698 -32953.2 2294.95 49810.9 72150 16118.8
internal_weight=0 108437 72948 69737 11091 58646 10271 56580 1990 54590 50785 3528 3805 3183 2994 931 2597 2321 2050 651 276 1943 47257 984 46273 2257 44016 1841 844 1046
internal_count=4318164 108437 72948 69737 11091 58646 10271 56580 1990 54590 50785 3528 3805 3183 2994 931 2597 2321 2050 651 276 1943 47257 984 46273 2257 44016 1841 844 1046
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=3 3 1 5 0 1 0 1 1 0 0 1 0 1 0 0 5 6 0 4 5 1 5 5 0 1 0 1 1 5
split_gain=5.49767e+13 2.04322e+14 3.93512e+14 5.14195e+14 4.48389e+14 3.71219e+14 3.11635e+14 3.96448e+14 2.81174e+14 2.98202e+14 6.49801e+14 8.73554e+14 6.98508e+14 6.92467e+14 4.80286e+14 3.96095e+14 4.16694e+14 2.93121e+14 2.95935e+14 3.06576e+14 5.4101e+14 3.53478e+14 7.07194e+14 5.04122e+14 6.57516e+14 5.02389e+14 4.53685e+14 7.4543e+14 6.77618e+14 4.96506e+14
threshold=15.500000000000002 16.500000000000004 82.933113850000026 49.010000000000012 56.863241500000008 83.026705000000007 44.580511600000001 38.096381250000007 82.940215400000014 54.959412650000012 55.025681450000008 82.958618050000013 55.039751500000008 83.002084650000015 55.043101600000007 54.947152850000002 99.555000000000021 1.5000000000000002 45.005863250000004 1.5000000000000002 40.605000000000011 37.944765900000007 84.030000000000015 38.905000000000008 59.834458500000004 37.889331900000009 45.063245200000004 43.868031300000006 44.005491150000005 59.245000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 -3 17 15 13 12 -12 -11 -13 16 -10 -8 -19 20 -20 22 23 24 -21 -24 -23 29 -29 -28
right_child=1 6 5 4 -6 -7 8 -9 9 10 11 14 -14 -15 -16 -17 -18 18 19 21 -22 26 25 -25 -26 -27 27 28 -30 -31
leaf_value=227.01027490689827 486.78464310671393 182356.81822847098 30415.86756143708 -6066.8202560603622 -22022.698053180538 1552.7114509538642 -1254.5358970257228 18744.201080183717 -7487.1335613572419 23408.608269826516 -71673.88127585387 22024.709218148 -16665.42937894971 -12986.48819718009 -6798.322051670475 -42124.505861343583 -121522.73370105131 -11753.542085397865 4413.9892438956285 50774.020458119921 -5809.6970674222021 15362.841276148603 -4893.6774137170141 14921.156999113766 -104435.1575760297 -92281.403028911969 5840.7442279687011 65044.051300257306 4578.1714188546239 -18670.780429031587
leaf_weight=3073923 108896 152 6151 91647 21802 16170 459159 5771 29098 16557 3244 7480 8004 7640 25456 4043 324 14338 125845 419 87921 19716 16610 78924 783 685 11681 1932 45544 28249
leaf_count=3073923 108896 152 6151 91647 21802 16170 459159 5771 29098 16557 3244 7480 8004 7640 25456 4043 324 14338 125845 419 87921 19716 16610 78924 783 685 11681 1932 45544 28249
internal_value=0 -560.834 -3150.99 -4421.67 -9133.13 9506.53 73.1595 22942.9 -63.1636 -5040.92 -1255.52 -8469.43 -32530.2 11917.2 -252.407 -12775.8 -8742.91 505.306 2372.99 2857.19 209.033 5624.75 9983.91 13942.3 -50331.5 -8354.83 1660.37 -1430.47 7038.78 -11500.3
internal_weight=0 1.24424e+06 244666 222345 113449 22321 999575 5923 993652 101846 68381 44184 11248 24197 32936 33465 29422 891806 432647 418309 213766 204543 97421 80126 1202 17295 107122 87406 47476 39930
internal_count=4318164 1244241 244666 222345 113449 22321 999575 5923 993652 101846 68381 44184 11248 24197 32936 33465 29422 891806 432647 418309 213766 204543 97421 80126 1202 17295 107122 87406 47476 39930
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=5 5 3 1 5 0 3 1 1 0 0 0 0 0 1 3 0 0 3 1 0 6 1 1 0 0 3 3 5 0
split_gain=5.80218e+13 3.29946e+14 5.813e+14 3.78609e+14 2.72319e+14 2.45472e+14 3.75857e+14 2.26932e+14 7.81605e+14 8.0356e+14 1.61713e+15 4.53803e+14 6.48998e+14 5.09413e+14 1.69627e+15 6.13264e+14 9.15441e+14 6.52157e+14 5.69243e+14 4.28323e+14 5.1906e+14 5.65648e+14 4.39578e+14 9.16312e+14 8.0342e+14 5.35062e+14 4.87603e+14 3.36459e+14 2.84232e+14 2.73534e+14
threshold=79.010000000000005 86.810000000000016 10.500000000000002 38.950530550000003 73.995000000000019 57.178027650000011 17.500000000000004 82.940215400000014 82.837870700000011 55.078308950000007 55.110554300000004 55.002082750000007 55.025681450000008 55.02863030000001 82.91993380000001 22.500000000000004 55.046835900000012 55.055104550000003 6.5000000000000009 65.58467570000002 60.693675950000006 1.5000000000000002 65.520339550000017 61.42204370000001 57.147575200000006 57.178027650000011 9.5000000000000018 15.500000000000002 109.05000000000001 55.078308950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7 8 19 11 -11 -10 -13 14 -14 -15 -17 -18 -16 22 21 29 23 -3 26 27 -24 -26 -25 -21
right_child=1 7 -4 -5 5 6 -8 -9 9 10 -12 12 13 15 18 16 17 -19 -20 20 -22 -23 24 28 25 -27 -28 -29 -30 -31
leaf_value=39.939708804923178 105.55902002619135 -304.48574108012161 -890.82465808793484 16803.072226529232 -2648.4440225411222 -21297.59357054501 9963.2130112680552 -5672.5364860046175 -11682.422114446787 299863.66745823022 -14454.37213943996 95303.619749365505 367237.99855025776 42536.696801409766 -154827.34756758565 155628.39271712615 -88330.138542014611 37420.001857477502 -17655.307966089749 -173141.82965561224 65683.135938285108 -59819.618139855964 45874.90356303822 -38611.192793257331 96004.774132311257 -49115.83583708934 -26977.514770319227 18150.684779961357 -110437.95320096215 74966.603593627166
leaf_weight=3735837 19158 194836 76177 46637 120264 16869 4982 72406 4005 303 356 1254 97 6804 467 261 1187 632 859 49 482 3294 1320 2115 2128 390 3022 751 745 477
leaf_count=3735837 19158 194836 76177 46637 120264 16869 4982 72406 4005 303 356 1254 97 6804 467 261 1187 632 859 49 482 3294 1320 2115 2128 390 3022 751 745 477
internal_value=0 1087.97 5055.97 11941.1 -123.502 -4419.98 -14170.2 -800.933 760.981 21906.2 130065 17327.2 27376.8 19112.5 -36435.8 28009.9 -19509.3 -44639.1 -65965.5 -875.784 -32104 -44442.6 -221.428 -1129.33 23361.3 60805.8 -4829.84 75696.2 -57321.3 51853.8
internal_weight=0 440212 141972 65795 3.87795e+06 142115 21851 298240 225834 16225 659 15566 11561 10307 1423 8884 2080 1819 1326 209609 4302 3820 205307 197696 7611 3269 4342 2879 2860 526
internal_count=4318164 440212 141972 65795 3877952 142115 21851 298240 225834 16225 659 15566 11561 10307 1423 8884 2080 1819 1326 209609 4302 3820 205307 197696 7611 3269 4342 2879 2860 526
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=1 1 1 0 6 0 1 5 3 6 0 5 2 3 6 5 0 0 0 5 3 3 3 0 0 1 5 3 0 0
split_gain=5.57135e+13 2.54535e+14 3.66183e+14 3.45097e+14 2.68712e+14 3.04647e+14 2.27588e+14 2.84836e+14 2.44236e+14 3.63817e+14 3.23394e+14 2.55893e+14 2.29827e+14 2.18189e+14 2.16347e+14 3.05061e+14 2.54406e+14 3.17453e+14 4.19457e+14 3.28697e+14 3.27789e+14 3.11595e+14 2.11368e+14 2.10777e+14 2.28108e+15 2.28068e+15 1.66429e+15 7.05116e+14 4.58443e+14 3.49207e+14
threshold=83.015546400000019 83.011163250000024 83.00362155000002 55.02863030000001 1.5000000000000002 55.030402950000003 82.991167100000027 89.00500000000001 9.5000000000000018 1.5000000000000002 55.014086100000007 58.005000000000003 1.5000000000000002 22.500000000000004 1.5000000000000002 51.405000000000008 55.030402950000003 54.811549550000009 54.943968150000011 103.45000000000002 10.500000000000002 9.5000000000000018 10.500000000000002 54.811549550000009 54.864040150000001 83.093115700000013 70.00500000000001 9.5000000000000018 53.973051950000006 55.02863030000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1 8 -8 10 22 -11 -12 -4 15 -2 17 19 -19 -17 21 -20 -10 28 25 -25 -27 -28 -16 -26
right_child=14 3 13 4 5 -7 7 -9 9 11 12 -13 -14 -15 23 16 -18 18 20 -21 -22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=77.886094869554256 433.87977471962358 20418.379202079115 11554.35746151286 -4879.6168094464756 -31372.349890498517 17471.279197647233 16867.225167298329 -80720.940373883932 8357.9769457392376 -5771.8553030821249 7481.6730829079206 -20330.304710416171 -9554.5717688516906 -34576.420219982945 -321.70299358857864 23751.47997556315 6539.6626155742488 121702.56846102742 -26812.447147446786 -86601.32102068096 -4516.4594154507504 152787.5845411976 -40846.243581755269 14115.292565619544 11244.760510151866 137627.5657963398 332968.66095486598 737373.05899784481 -18056.166838564895 -1733.5495628911974
leaf_weight=3756025 23860 4927 34186 77164 7524 1538 5493 483 32687 32393 10128 19247 36301 1057 112100 6299 9916 782 138 282 918 322 897 1718 26338 1051 168 58 16755 97409
leaf_count=3756025 23860 4927 34186 77164 7524 1538 5493 483 32687 32393 10128 19247 36301 1057 112100 6299 9916 782 138 282 918 322 897 1718 26338 1051 168 58 16755 97409
internal_value=0 -97.8151 23.3863 -5321.87 -6792.68 -23082.6 -68.462 -4062.44 -3792.47 -4654.46 -431.28 -11198 -5838.29 10170.8 1319.03 7924.16 17503.3 29940.7 63205 19022.8 30008.3 98907.6 7043.77 220.309 3115.81 89349.9 190566 436754 -2627.71 1028.72
internal_weight=0 4.02005e+06 3.9289e+06 91153 86226 9062 3.89365e+06 137629 137146 131653 80013 51640 46429 35243 298114 42517 18657 8741 2160 6581 1378 460 33584 255597 126742 2995 1277 226 128855 123747
internal_count=4318164 4020050 3928897 91153 86226 9062 3893654 137629 137146 131653 80013 51640 46429 35243 298114 42517 18657 8741 2160 6581 1378 460 33584 255597 126742 2995 1277 226 128855 123747
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=3 0 2 3 1 1 0 0 0 6 3 1 5 1 0 1 1 0 0 5 1 0 1 6 5 4 5 0 1 0
split_gain=5.86431e+13 4.08177e+14 3.86131e+14 5.9971e+14 3.09278e+14 5.48302e+14 8.44924e+14 7.37162e+14 5.51104e+14 4.99986e+14 5.9883e+14 8.4936e+14 6.01474e+14 4.64635e+14 6.11657e+14 4.09366e+14 8.82157e+14 8.63367e+14 7.51176e+14 5.09088e+14 4.72803e+14 6.7019e+14 5.01784e+14 4.45313e+14 4.41374e+14 4.58522e+14 9.29883e+14 5.56217e+14 4.60748e+14 4.58582e+14
threshold=9.5000000000000018 63.563300600000012 8.5000000000000018 8.5000000000000018 82.784560750000011 61.42204370000001 57.106514900000001 55.518428350000008 54.194619400000008 1.5000000000000002 5.5000000000000009 82.970752000000019 58.755000000000003 65.480823400000006 57.265292900000006 60.479177250000006 57.550671000000001 55.043101600000007 57.057093650000006 96.015000000000015 55.957851400000003 59.939091550000008 53.664171200000006 1.5000000000000002 38.010000000000012 1.5000000000000002 67.990000000000023 46.672631750000008 30.259484550000003 45.073740550000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 15 7 8 -7 10 -6 12 -12 14 -8 16 20 -17 -19 23 22 -22 24 -18 -1 26 27 -26 -28 -27
right_child=1 -3 3 -5 9 6 13 -9 -10 -11 11 -13 -14 -15 -16 17 19 18 -20 -21 21 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-3146.4933130503796 300.3325035094353 53446.53487943489 -117298.9844399737 -7234.8600881064986 -3300.7422500654743 -38317.276273403404 29593.051845380643 -41168.2690978112 -4879.2774317199264 1705.1392903302474 36368.37007340102 13425.244869723023 117627.64006145313 4931.0651816386135 -46265.785433392892 -68547.098159049085 25921.197725415579 8261.5112506020596 -60014.675449515169 -109701.35528481324 14041.560764942045 -56334.118563050615 -12371.881532534564 -16212.054754099598 -323.95109112185651 5181.4020825938405 61927.163343738372 13662.805230879516 -62366.006696094788 -1125.4440259050787
leaf_weight=369240 2378094 1446 499 62546 7218 6015 1446 10624 27298 309419 2029 6937 1653 40096 4012 1532 2677 95689 1639 558 33574 1410 35086 39855 47388 141933 336 71078 2654 614183
leaf_count=369240 2378094 1446 499 62546 7218 6015 1446 10624 27298 309419 2029 6937 1653 40096 4012 1532 2677 95689 1639 558 33574 1410 35086 39855 47388 141933 336 71078 2654 614183
internal_value=0 332.628 -408.281 -8106.02 -149.532 -739.896 -8337.77 -18231.7 -10916.8 2643.61 18923.4 34029.6 72849 1204.93 -26168.3 -273.809 -725.456 5939.28 7111.74 -14805.1 -264.751 11205.1 -577.773 -13560.2 -245.88 974.558 6677.82 8067.91 -48398.6 58.4346
internal_weight=0 2.37954e+06 1.93862e+06 63045 1.87558e+06 1.54832e+06 89491 43937 33313 327256 17837 10619 3682 45554 5458 1.45883e+06 1.35997e+06 98860 97328 43090 1.31688e+06 34984 1.2819e+06 42532 1.24681e+06 877572 121456 118466 2990 756116
internal_count=4318164 2379540 1938624 63045 1875579 1548323 89491 43937 33313 327256 17837 10619 3682 45554 5458 1458832 1359972 98860 97328 43090 1316882 34984 1281898 42532 1246812 877572 121456 118466 2990 756116
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=3 1 1 0 6 5 0 0 1 5 1 5 0 0 5 5 5 1 5 5 0 0 1 1 1 1 1 1 0 1
split_gain=5.38857e+13 3.28751e+14 7.20105e+14 6.08732e+14 4.63681e+14 5.59553e+14 4.48856e+14 8.20362e+14 8.16352e+14 7.46011e+14 6.27394e+14 5.82472e+14 5.02637e+14 4.89342e+14 5.55294e+14 4.24842e+14 5.27072e+14 3.90654e+14 3.85259e+14 3.83329e+14 4.86433e+14 5.33146e+14 7.79481e+14 4.89213e+14 5.41156e+14 4.73741e+14 7.23562e+14 7.7176e+14 8.60431e+14 6.2199e+14
threshold=10.500000000000002 39.739656000000004 41.950906500000009 43.642715500000008 1.5000000000000002 55.005000000000003 54.920670650000005 54.648549400000007 83.053286850000021 74.010000000000005 56.135466100000009 85.020000000000024 54.811549550000009 53.355366400000001 137.05000000000004 100.05000000000001 103.45000000000002 114.17164950000002 59.245000000000012 41.305000000000007 54.978840000000005 55.046835900000012 82.907204800000002 82.975438000000011 82.964402850000013 44.005491150000005 49.073956850000009 49.148175700000003 55.795550600000006 56.135466100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 18 4 5 -2 7 9 10 -4 11 -9 -10 17 -15 -14 -17 -11 -3 -8 -21 22 -22 24 -24 -23 -27 28 -28 -29
right_child=1 2 6 -5 -6 -7 19 8 12 13 -12 -13 15 14 -16 16 -18 -19 -20 20 21 25 23 -25 -26 26 27 29 -30 -31
leaf_value=275.02874263138705 40062.136812547637 -7437.4124558887579 5372.6073218957499 415.43570781028723 16861.044729239944 177575.21138352616 1644.1456740788035 17365.282520315039 -19478.297236845508 -15771.817098182571 -30717.865518686973 80994.392183728341 102690.84063258373 -57451.779459379432 -291986.55179185781 738986.36931818188 205118.0628367457 163251.97728976118 -26248.984174961901 -15888.84740512317 -16975.87572011432 17728.772244930176 12576.961308542439 -5747.3652727067492 49153.356036122641 -28255.113416854889 -3033.676999527403 -18883.230789009114 54302.30421743184 -3637.3133849712463
leaf_weight=2688514 1025 30565 48412 1024986 6278 416 148315 18499 302 13516 2510 1560 969 1367 109 22 116 123 16910 33633 12204 8536 28322 12036 4719 14021 6151 32248 4556 157224
leaf_count=2688514 1025 30565 48412 1024986 6278 416 148315 18499 302 13516 2510 1560 969 1367 109 22 116 123 16910 33633 12204 8536 28322 12036 4719 14021 6151 32248 4556 157224
internal_value=0 -453.728 -2321.86 626.127 28603.3 79760.6 -1300.94 5266.1 21026.2 -682.487 16415.9 22313.8 94873.2 -20076.4 -74771.8 126069 290228 -14157.3 -14137.9 -2544.86 -4525.71 -3160.88 5443.52 11513.3 17800.9 -5373.67 -6294.32 -4756.13 21363.7 -6232.16
internal_weight=0 1.62965e+06 596945 1.0327e+06 7719 1441 549470 87505 23978 63527 22569 20059 1409 15115 1476 1107 138 13639 47475 461965 313650 280017 57281 45077 33041 222736 214200 200179 10707 189472
internal_count=4318164 1629650 596945 1032705 7719 1441 549470 87505 23978 63527 22569 20059 1409 15115 1476 1107 138 13639 47475 461965 313650 280017 57281 45077 33041 222736 214200 200179 10707 189472
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 1 0 3 0 0 3 0 0 0 0 1 0 1 1 6 0 5 1 5 0 1 6 0 0
split_gain=6.27017e+13 8.93601e+14 1.35406e+15 8.35014e+14 8.8502e+14 4.34883e+14 1.25881e+15 1.3224e+15 7.04982e+14 8.29786e+14 1.0428e+15 6.7672e+14 6.51861e+14 1.54006e+15 1.55642e+15 5.93811e+14 1.15968e+15 8.10159e+14 1.00632e+15 6.55202e+14 6.28434e+14 1.03732e+15 7.06652e+14 5.84212e+14 5.65837e+14 6.36475e+14 1.47779e+15 7.54635e+14 1.05811e+15 6.22117e+14
threshold=55.695992150000002 55.701368300000006 37.914142000000005 37.971176850000006 35.505000000000003 37.39371280000001 37.436176200000013 55.664473600000008 16.500000000000004 55.141517900000004 55.576287050000012 11.500000000000002 55.645049100000001 55.619594000000006 55.388132500000005 55.173809400000003 37.582182450000005 55.455204450000004 37.475443250000005 37.767735350000002 1.5000000000000002 55.674875350000008 69.610000000000014 37.503486000000002 68.52500000000002 55.576287050000012 37.620907050000007 1.5000000000000002 55.535913550000011 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 7 12 -1 -10 -11 -9 13 14 -7 19 17 23 20 -8 22 -22 -19 -17 -18 27 -27 28 -26 -28
right_child=1 -3 3 -5 -6 6 15 11 9 10 -12 -13 -14 -15 -16 16 24 18 -20 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=1652.5205830198311 -3337.9228892801302 236.5247413543058 9745.7385227967279 1830.2410915898276 97306.516714204452 -39332.90005516939 -16787.873275182716 -11992.997986572265 -3783.3724211089866 103896.38126817619 23982.816297374182 -266413.48105468752 9770.0869316900917 -70153.015798982975 71569.216478104223 -45283.388192623592 -5719.4022527320485 -4917.9841230914608 22229.843394823001 344.7588221892911 58760.344893942682 -57577.236070087507 -59634.130067207596 -1057.5379542615124 -38193.541471034128 103903.7057595393 32178.526241107757 -21025.921403450742 -149847.23987074391 -22265.524756836428
leaf_weight=127137 9068 1736616 1593 2288 4192 3286 22567 150 10077 1817 16117 345 4321 6100 2058 4257 212312 11682 36156 2053325 2970 1033 2958 10011 3134 1165 2527 15352 1164 12386
leaf_count=127137 9068 1736616 1593 2288 4192 3286 22567 150 10077 1817 16117 345 4321 6100 2058 4257 212312 11682 36156 2053325 2970 1033 2958 10011 3134 1165 2527 15352 1164 12386
internal_value=0 460.786 23181.4 52969.3 73195.1 -315.124 -645.588 -28375.6 4816.58 19177.7 32079.3 -189316 -23322.3 -35817.2 3376.04 -457.167 -4487.61 6972.58 12499 158.51 -6372.83 28738.7 -15973.3 -14252.8 -7678.71 -19321.8 -4566.35 -31394.9 -68432 -13040
internal_weight=0 1.75376e+06 17141 8073 5785 2.56441e+06 2.40926e+06 16260 155148 28011 17934 495 15765 11444 5344 2.393e+06 317107 69067 54799 2.07589e+06 18643 4003 14640 14268 248040 35728 16078 19650 4298 14913
internal_count=4318164 1753757 17141 8073 5785 2564407 2409259 16260 155148 28011 17934 495 15765 11444 5344 2392999 317107 69067 54799 2075892 18643 4003 14640 14268 248040 35728 16078 19650 4298 14913
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=5 5 3 5 4 3 1 1 6 1 0 0 0 1 6 1 1 5 4 5 0 1 3 0 0 0 5 3 0 0
split_gain=6.47505e+13 2.18883e+14 2.03748e+14 1.89749e+14 1.72639e+14 3.38526e+14 4.06471e+14 3.51687e+14 5.35357e+14 7.05868e+14 8.94028e+14 4.64659e+14 4.09908e+14 3.70804e+14 3.47699e+14 1.17609e+15 6.14339e+14 5.54992e+14 5.52434e+14 5.19614e+14 4.41289e+14 4.84313e+14 8.40763e+14 6.59986e+14 6.46524e+14 6.76316e+14 5.68999e+14 4.66448e+14 4.31467e+14 4.492e+14
threshold=54.035000000000004 50.005000000000003 4.5000000000000009 46.010000000000012 2.5000000000000004 15.500000000000002 30.278357500000002 82.95335685000002 1.5000000000000002 83.003420700000007 54.940316550000006 54.959412650000012 43.514103700000014 82.837870700000011 1.5000000000000002 37.944765900000007 30.502469200000004 137.05000000000004 1.5000000000000002 78.710000000000022 59.990816400000007 30.243224600000001 6.5000000000000009 59.916647550000008 55.078308950000007 57.641335050000002 70.00500000000001 13.500000000000002 55.851332700000007 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 12 -9 10 -10 -12 -2 14 15 18 17 20 28 -17 21 24 26 27 -16 -26 -23 -24 29 -14
right_child=4 2 -4 -5 -6 6 -8 8 9 -11 11 -13 13 -15 16 19 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-358.61226852450068 -10401.017678622986 5910.8228861858634 -3951.246194780786 2300.0958393726391 -440.87412519179998 -18682.155726386369 -182.07032288312288 4583.6257655857435 61188.383448725566 2613.7783631649363 -45264.25248875931 -15581.990366699989 65104.527439133824 23365.471220870968 40467.197757851907 9772.2122312388383 5401.8263191549786 -179672.64909156354 -12834.389836131037 56861.448964704585 -4769.7437767335532 31742.039738555173 8276.8009190757948 87059.4527794842 -330618.60576171876 -12628.825379937485 -38047.294403711283 87122.21664843279 2299.8798736404474 287364.64774050249
leaf_weight=2044344 16209 22993 235622 309010 929056 12346 312180 72447 1296 28364 7328 18816 838 11713 3513 37398 181604 136 46448 2500 4726 3730 2728 4382 68 4076 1701 1035 1455 102
leaf_count=2044344 16209 22993 235622 309010 929056 12346 312180 72447 1296 28364 7328 18816 838 11713 3513 37398 181604 136 46448 2500 4726 3730 2728 4382 68 4076 1701 1035 1455 102
internal_value=0 -312.97 -3074.43 -9.50738 479.117 1578.95 -885.872 3346.24 -1086.77 -8448.32 -19882.9 -23901.7 5099.03 5914.34 5224.81 -14.6698 7463.42 21810.7 -10419.4 12722.8 22866.3 29017.5 40359.8 60680.8 8907.42 -17846.8 9883.88 29963 36415.5 89222.1
internal_weight=0 2.61197e+06 258615 2.35335e+06 1.7062e+06 777139 324526 452613 128251 55804 27440 26144 324362 308153 296440 88741 207699 26095 48843 39898 25959 21233 13576 8145 7657 4144 5431 3763 2395 940
internal_count=4318164 2611969 258615 2353354 1706195 777139 324526 452613 128251 55804 27440 26144 324362 308153 296440 88741 207699 26095 48843 39898 25959 21233 13576 8145 7657 4144 5431 3763 2395 940
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 5 3 4 0 6 0 5 3 1 0 3 1 1 0 5 1 5 3 1 0 5 0 0 3 1
split_gain=5.66677e+13 7.24404e+14 5.16666e+14 8.7274e+14 5.65361e+14 5.14039e+14 1.08333e+15 6.62322e+14 5.57248e+14 4.77624e+14 7.55496e+14 6.33938e+14 4.30336e+14 3.64255e+14 1.91725e+15 1.67949e+15 1.29969e+15 1.34823e+15 1.62224e+15 1.11546e+15 9.60638e+14 9.30156e+14 7.9746e+14 5.1602e+14 6.47787e+14 1.19786e+15 4.98511e+14 1.00366e+15 6.82462e+14 6.37622e+14
threshold=54.978840000000005 54.944759500000011 55.010031850000011 82.911991800000024 54.986619450000006 74.010000000000005 10.500000000000002 1.5000000000000002 55.002082750000007 1.5000000000000002 54.947737500000009 62.015000000000008 17.500000000000004 82.966612450000014 54.811549550000009 14.500000000000002 56.135466100000009 55.912026600000011 54.194619400000008 75.750000000000014 82.784560750000011 47.815000000000005 4.5000000000000009 83.093115700000013 54.864040150000001 81.910000000000011 53.340367100000002 53.145783300000012 5.5000000000000009 50.227799100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -2 -5 -7 8 -8 12 11 -11 -3 16 -15 21 17 26 -19 -20 -18 -16 -23 -24 25 -25 27 -1 -28 -29
right_child=2 9 -4 5 -6 6 7 -9 -10 10 -12 -13 -14 14 15 -17 20 18 19 -21 -22 22 23 24 -26 -27 28 29 -30 -31
leaf_value=-160.33934542947827 17199.221603402813 661.96496335461438 31.250562885317859 13884.62970704832 -8264.3496106224029 96381.80923988235 53975.43441143891 2033.5865789607133 381304.35555147059 -18474.578406159599 -3489.9166486477548 -55928.509657546427 -16892.541644346074 -1185.0595125280147 16870.865717205688 -6771.2759575062082 -29825.672672580869 -21411.830745216186 20696.325284385166 75659.988757210624 -6134.0497241709963 104832.17336130427 33284.825960595816 130263.74475713573 62135.995823757316 634447.67215909099 -15859.151325754859 22183.427619211929 27.063796633765538 -1794.6354595581831
leaf_weight=927366 11876 74559 2665124 32293 32805 2495 134 3693 85 21219 30586 5742 17183 144691 13648 13223 21977 8511 31034 4191 77357 2455 10940 329 2292 55 45700 33879 66235 16487
leaf_count=927366 11876 74559 2665124 32293 32805 2495 134 3693 85 21219 30586 5742 17183 144691 13648 13223 21977 8511 31034 4191 77357 2455 10940 329 2292 55 45700 33879 66235 16487
internal_value=0 -479.362 273.762 8025.19 -1496.25 19018.2 44892.5 12053.6 181021 -7105.72 -14247.4 -26451.3 -2625.94 217.105 4321.82 22877 -407.666 553.594 17769 27235.8 -11375.7 36068.5 52371.7 42913 82274.7 202478 -137.381 586.327 -6458.84 14334.4
internal_weight=0 1.56966e+06 2.7485e+06 83381 44681 38700 6407 3912 219 149289 57547 26961 91742 1.42037e+06 187633 42942 1.23274e+06 1.1334e+06 43736 35225 99334 29719 16071 13616 2676 384 1.08967e+06 977732 111935 50366
internal_count=4318164 1569659 2748505 83381 44681 38700 6407 3912 219 149289 57547 26961 91742 1420370 187633 42942 1232737 1133403 43736 35225 99334 29719 16071 13616 2676 384 1089667 977732 111935 50366
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 1 0 2 4 5 0 4 0 1 0 1 1 0 5 0 6 0 0 1 5 5 0 0 1 1
split_gain=5.74055e+13 1.19975e+14 3.88238e+14 3.28075e+14 2.3837e+14 2.80192e+14 2.15387e+14 2.37891e+14 2.1248e+14 2.0282e+14 2.01362e+14 1.98373e+14 1.81231e+14 4.3506e+14 1.74941e+14 5.57437e+14 1.8841e+14 1.65339e+14 1.55273e+14 1.54124e+14 2.37958e+14 2.39476e+14 2.12053e+14 1.55363e+14 2.44255e+14 1.50212e+14 1.49381e+14 4.48324e+14 4.49282e+14 4.24016e+14
threshold=23.500000000000004 45.254062050000009 45.084117700000007 39.021425200000003 38.92948375000001 38.959914000000005 45.059881250000011 12.500000000000002 1.5000000000000002 88.015000000000015 47.208883950000008 1.5000000000000002 55.02863030000001 82.964402850000013 44.982728700000003 39.718803500000007 39.753614400000011 45.03656895000001 114.05000000000001 54.725565150000001 1.5000000000000002 53.37994195000001 54.811549550000009 39.704585000000002 128.92000000000004 89.00500000000001 60.003414000000006 59.904813200000007 30.226173900000003 30.434657650000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 25 6 7 -6 -8 10 -3 12 13 -11 15 -5 -17 -9 -4 20 -13 23 -21 -22 -25 -2 27 -12 -29 -30
right_child=1 9 18 14 5 -7 8 17 -10 11 26 19 -14 -15 -16 16 -18 -19 -20 22 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=104.48256328251892 -15470.290128911751 -30494.874665771804 34876.916142037771 205065.33391840855 -14463.252232337432 8597.9843350553347 18129.292466854808 151441.53201622594 122190.18992509029 55244.291222993837 -640.65351667284062 -67134.064057775046 19663.612334617574 532460.13250000007 -16211.871530383203 -29991.109423197067 90850.490015509669 31719.222659195191 216069.87008463542 99809.627009810531 -56133.484819155099 -176190.70739583333 -11086.544744476261 43931.77642197028 333373.68984375003 -115033.11538686497 5671.6487503994067 34805.985153395268 -34583.214304599147 10164.245475022819
leaf_weight=3990478 799 2312 3219 151 717 7949 295 182 586 81 234058 1160 374 25 9516 619 163 315 48 174 135 60 19101 328 32 187 31102 1394 9911 2693
leaf_count=3990478 799 2312 3219 151 717 7949 295 182 586 81 234058 1160 374 25 9516 619 163 315 48 174 135 60 19101 328 32 187 31102 1394 9911 2693
internal_value=0 -1272.36 5422.52 537.53 12566.5 17172.5 49706.6 22391.9 87345.7 -1819.24 -1104.62 -11187.9 52376 167795 -12160.3 29162.9 -4802.9 75561.2 37539.1 -12641.5 -41368.7 12483.1 -10085.5 35352.6 69659.9 -34352.9 -861.207 -1680.32 -19064.3 -25022.4
internal_weight=0 327686 24746 21479 11030 10044 2095 1214 881 302940 281470 21470 480 106 10449 933 782 497 3267 20990 1715 555 19275 495 360 986 279158 248056 13998 12604
internal_count=4318164 327686 24746 21479 11030 10044 2095 1214 881 302940 281470 21470 480 106 10449 933 782 497 3267 20990 1715 555 19275 495 360 986 279158 248056 13998 12604
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=2 3 5 3 4 1 1 0 1 3 0 1 0 0 5 3 0 5 3 0 3 0 1 0 0 5 0 6 0 5
split_gain=5.65732e+13 1.96582e+14 3.92376e+14 1.80879e+14 2.95302e+14 2.42855e+14 7.43079e+14 5.83611e+14 5.29688e+14 6.07601e+14 3.25129e+14 2.98608e+14 2.84023e+14 2.81145e+14 2.45927e+14 2.42036e+14 2.40119e+14 2.3167e+14 2.42099e+14 2.14557e+14 2.59109e+14 4.1769e+14 4.42324e+14 4.56909e+14 3.44357e+14 3.08714e+14 2.96395e+14 2.9556e+14 2.49368e+14 2.35428e+14
threshold=12.500000000000002 12.500000000000002 83.010000000000005 18.500000000000004 3.5000000000000004 37.66934650000001 37.642309100000013 55.708120100000009 37.712318250000003 19.500000000000004 55.820531900000013 37.792847950000002 55.899899800000007 55.751981950000008 64.020000000000024 19.500000000000004 55.777112100000004 83.010000000000005 29.500000000000004 55.784980300000008 19.500000000000004 55.664473600000008 37.752451500000006 55.745923000000012 55.719391050000006 70.00500000000001 55.416472000000006 1.5000000000000002 55.795550600000006 39.355000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8 9 13 17 19 -12 -7 -13 -9 -15 18 -11 20 25 26 24 -24 27 -10 -22 29 -21 -23
right_child=1 -3 -4 4 -6 8 7 15 11 10 12 14 -14 16 -16 -17 -18 -19 -20 28 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=77.645399764441024 -20561.921754150389 1067.7801768015202 -271997.22857142863 -2.5282832877972639 24675.893446918035 18589.781659962871 -28836.995039777059 200574.623925047 24709.278788210315 -3295.6808346718603 -70279.08421677984 -2735.8888479834013 1766.0030314693595 350032.2789383562 -11092.590024881292 86843.028450174228 5576.2033761160719 131414.17410714287 -108448.81125859376 346322.3900240385 -7382.6397722322872 -40091.807221365452 -4037.5188385837555 178774.4650040064 -21767.358168375653 169974.98745065791 40636.061819897266 19941.995888485271 34919.491917842293 -167509.0579093963
leaf_weight=3508521 320 490352 77 117417 3975 101 369 266 636 1763 3089 130200 665 73 48272 631 28 112 250 26 2499 202 1106 156 1200 190 2647 157 2350 514
leaf_count=3508521 320 490352 77 117417 3975 101 369 266 636 1763 3089 130200 665 73 48272 631 28 112 250 26 2499 202 1106 156 1200 190 2647 157 2350 514
internal_value=0 1010.83 -69329 -129.608 -2409.84 -2751.73 819.099 77022.1 -4911.36 -33964.1 -39823.4 -3982.27 -57516.7 136565 -4996.16 120569 254540 -8566.64 -16354.9 11506 4658.86 -548.329 -28115.4 18560.5 -56530.7 58123.9 17317.2 -104315 38327.1 -131562
internal_weight=0 490749 397 3.82742e+06 318894 314919 118683 1266 196236 6081 5879 190155 3754 202 178472 897 101 2125 2013 11683 9307 8481 3335 1262 2073 826 5146 873 2376 716
internal_count=4318164 490749 397 3827415 318894 314919 118683 1266 196236 6081 5879 190155 3754 202 178472 897 101 2125 2013 11683 9307 8481 3335 1262 2073 826 5146 873 2376 716
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=3 0 2 4 2 3 5 4 3 5 3 1 1 5 1 3 1 0 5 1 5 0 0 1 1 1 1 0 6 0
split_gain=5.72844e+13 3.4099e+14 3.25731e+14 4.32028e+14 2.89303e+14 4.21485e+14 5.95378e+14 4.05846e+14 3.43383e+14 3.17679e+14 2.85823e+14 5.18266e+14 2.95516e+14 2.81362e+14 4.473e+14 2.71213e+14 1.09114e+15 7.16992e+14 5.05502e+14 4.32009e+14 3.65807e+14 7.06033e+14 9.80187e+14 4.1131e+14 3.75126e+14 5.35382e+14 3.59446e+14 4.44076e+14 4.88079e+14 7.65745e+14
threshold=9.5000000000000018 63.563300600000012 4.5000000000000009 1.5000000000000002 8.5000000000000018 6.5000000000000009 79.010000000000005 3.5000000000000004 8.5000000000000018 107.05000000000001 8.5000000000000018 30.410108300000001 30.278357500000002 38.455000000000005 30.410108300000001 10.500000000000002 82.95335685000002 55.034903650000011 87.395000000000024 82.973038550000012 97.050000000000011 55.061033200000004 55.055104550000003 55.912026600000011 28.619594500000002 30.160599000000001 83.015546400000019 54.940316550000006 1.5000000000000002 54.947737500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 13 5 9 10 -8 -6 -5 -7 12 -12 -4 -15 16 20 18 26 -20 24 22 23 -22 -2 -26 27 -18 -29 -30
right_child=1 -3 3 4 8 6 7 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=445.18750278916116 -19394.11894040164 48874.899916244445 -846.720287511474 -6558.8670800159471 -121062.79038187664 9326.5564616803786 21587.997040858914 -5289.039002290855 -11490.685425874613 -31178.926798021417 -9716.8985466310387 -2516.7476547912211 -45935.327088092119 34772.250162811535 4499.7980054413938 -425.13843198090422 52331.042841035618 17289.042653749741 -74788.822823440336 -10381.733627152118 -582.84378965730627 -29154.926124950121 535966.9451388889 61290.284198622678 61067.664622696379 7629.0658502304505 8903.8744297109079 -381.06663561015927 -20794.388270601085 -3003.1440556615635
leaf_weight=1356914 5092 1446 152086 139200 288 17961 18695 8032 41356 5446 4651 137647 4369 5453 46526 1628731 1475 20161 1725 2628 5006 7804 36 1368 1888 268009 30005 284211 33608 86347
leaf_count=1356914 5092 1446 152086 139200 288 17961 18695 8032 41356 5446 4651 137647 4369 5453 46526 1628731 1475 20161 1725 2628 5006 7804 36 1368 1888 268009 30005 284211 33608 86347
internal_value=0 328.752 -403.523 -2383.25 -4386.54 -3412.14 -332.822 13510.9 -12248.5 -7485.83 -2580.32 -4038.45 -27259.9 1324.07 7675.61 299.234 1873.65 -1151.46 -1996.41 -35904.9 6686.99 -8956.16 15635.3 12696.5 7495.57 8002.88 -1657.59 -2438.82 -2638.7 -7987.75
internal_weight=0 2.37954e+06 1.93862e+06 581710 377645 336001 191355 26727 41644 144646 164628 146667 9020 204065 51979 2.37809e+06 749363 460160 439999 4353 289203 14214 6410 6374 274989 269897 435646 405641 404166 119955
internal_count=4318164 2379540 1938624 581710 377645 336001 191355 26727 41644 144646 164628 146667 9020 204065 51979 2378094 749363 460160 439999 4353 289203 14214 6410 6374 274989 269897 435646 405641 404166 119955
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=5 5 5 1 3 0 0 4 6 3 0 5 1 0 0 1 1 3 3 0 0 0 1 1 4 1 4 5 1 3
split_gain=5.45653e+13 1.716e+14 1.5939e+14 1.6494e+14 2.38844e+14 2.65295e+14 3.98783e+14 5.25036e+14 2.47456e+14 2.74075e+14 2.39493e+14 2.36251e+14 2.11019e+14 1.95743e+14 1.82093e+14 1.7377e+14 1.59823e+14 1.67595e+14 1.58663e+14 2.36185e+14 2.23175e+14 1.82215e+14 4.17131e+14 2.95332e+14 1.93302e+14 4.1915e+14 1.75896e+14 1.56381e+14 4.41074e+14 3.08744e+14
threshold=54.710000000000008 50.005000000000003 46.010000000000012 37.542000650000013 5.5000000000000009 55.806974650000008 55.784980300000008 1.5000000000000002 1.5000000000000002 4.5000000000000009 55.812836050000008 49.010000000000012 37.475443250000005 54.943968150000011 55.777112100000004 37.516458750000005 38.096381250000007 8.5000000000000018 8.5000000000000018 55.745923000000012 57.581016350000006 55.762622900000004 37.642309100000013 37.487839250000007 1.5000000000000002 37.615058950000012 1.5000000000000002 42.005000000000003 37.362912300000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 8 6 14 -8 9 -4 12 13 -7 -5 -6 -9 17 -15 20 -20 26 22 23 -21 25 -25 -3 -1 -29 -30
right_child=-2 18 3 11 5 10 7 15 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=133.77860031915921 444.15394164882696 16109.717716537984 18709.976484767016 7236.3898867362659 13437.064724232907 28692.892529296878 216890.60010597674 -60873.352711092717 16381.822331186435 144342.09730585612 -2359.1697125704527 -4218.5722495430573 -213761.02415625003 12888.558428963062 -103015.2981474035 131642.64054314108 1716.4186023951531 -16215.762678404488 -998.48900742685043 13112.743544522536 12979.354195328098 -7086.2185644047613 -5974.8157240926766 -135610.78720269096 -126501.20244140626 210954.23229166667 -2622.8659625116761 6127.2679133085849 11281.659742185971 -3766.6366291742365
leaf_weight=1600872 1686014 5420 369 67237 10590 56 223 151 10964 328 20810 62238 100 2485 136 68 123547 9708 104826 269 13088 85250 2354 90 760 57 66682 58183 14154 371135
leaf_count=1600872 1686014 5420 369 67237 10590 56 223 151 10964 328 20810 62238 100 2485 136 68 123547 9708 104826 269 13088 85250 2354 90 760 57 66682 58183 14154 371135
internal_value=0 -284.501 -6.59214 2110.19 7795.63 3346.96 15796.5 108883 20054.8 77831 -3284.54 1171.36 -126726 2824.05 11960.5 -1096.7 638.454 -10284.1 -2630.37 -4212.82 965.964 -8008.1 -30271.6 -78906.6 -106198 -1228.43 -1214.71 -326.552 -1988.28 -3213.82
internal_weight=0 2.63215e+06 2.35335e+06 309010 43795 32134 11168 442 11661 697 20966 265215 156 202977 10726 219 135740 12193 278796 193606 85190 88780 3530 1176 907 147 72102 2.04434e+06 443472 385289
internal_count=4318164 2632150 2353354 309010 43795 32134 11168 442 11661 697 20966 265215 156 202977 10726 219 135740 12193 278796 193606 85190 88780 3530 1176 907 147 72102 2044344 443472 385289
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=2 1 3 0 3 1 0 0 3 1 0 1 0 5 3 5 5 0 1 5 4 3 0 0 0 3 1 1 6 3
split_gain=5.62063e+13 1.81052e+14 4.74245e+14 3.62803e+14 3.61954e+14 4.54053e+14 2.787e+14 2.37087e+14 3.4925e+14 3.44225e+14 3.14591e+14 3.046e+14 4.43733e+14 2.85427e+14 2.54279e+14 2.21326e+14 4.88951e+14 2.19263e+14 2.07221e+14 1.99018e+14 3.20644e+14 2.25469e+14 3.86849e+14 4.76448e+14 6.83109e+14 3.69684e+14 3.56411e+14 6.02201e+14 3.41944e+14 3.05395e+14
threshold=10.500000000000002 30.370618100000005 10.500000000000002 59.950068600000009 15.500000000000002 30.332994000000003 59.990816400000007 59.834458500000004 21.500000000000004 35.911716050000003 44.580511600000001 30.468306550000005 59.853570100000006 95.020000000000024 24.500000000000004 69.610000000000014 71.00500000000001 58.049540950000008 114.17164950000002 44.005000000000003 2.5000000000000004 18.500000000000004 59.863160500000006 59.932719750000011 59.904813200000007 19.500000000000004 30.226173900000003 30.243224600000001 1.5000000000000002 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -4 15 9 11 10 -3 12 -9 -12 -10 -7 -17 18 -11 20 -6 28 -23 24 25 -24 -25 -28 -21 -29
right_child=1 3 4 -5 19 6 -8 8 14 17 13 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 23 26 -26 -27 27 29 -30 -31
leaf_value=-156.06934799271974 -347252.73190789478 156425.95605367023 14569.167950555648 -12905.65617841407 -2639.6264779038484 69178.283616308268 -14369.670741646842 -32703.80340187591 -10494.345007461081 726.14630272313195 -22559.604302026983 1450.1708705957033 57575.774374822591 -162251.080421875 20371.546975598103 600173.1450520833 130985.35604739607 -34021.050545761063 100080.4518608166 -36379.458013202493 -127607.85997980829 40583.728104011163 68848.012927021817 45896.778443333809 -188161.78249484891 -45902.540375018994 -57609.791392706698 32352.904697285343 11243.760799216969 -1232.21567126184
leaf_weight=3637474 38 96 9337 20095 25243 888 289 633 7102 570437 5882 2500 3891 150 4276 24 298 1818 210 2532 207 4241 381 2633 273 1067 1352 4720 3727 6350
leaf_count=3637474 38 96 9337 20095 25243 888 289 633 7102 570437 5882 2500 3891 150 4276 24 298 1818 210 2532 207 4241 381 2633 273 1067 1352 4720 3727 6350
internal_value=0 834.004 5914.11 310.426 6125.24 22771.1 73859.4 755.283 11929.6 399.886 -23175 29463.4 44943.8 -26033.4 1105.46 94932.3 165956 652.245 762.709 2704.27 -3656.07 8638.81 13600.4 6778.96 -43065.1 -15709.2 12476.8 5393.07 -8021.62 13087.7
internal_weight=0 680690 63600 617090 63562 10836 1499 596995 18402 578593 6128 7024 4524 6032 11378 1210 322 572465 570647 52726 25450 27276 21017 16776 1721 1448 15055 12422 6259 11070
internal_count=4318164 680690 63600 617090 63562 10836 1499 596995 18402 578593 6128 7024 4524 6032 11378 1210 322 572465 570647 52726 25450 27276 21017 16776 1721 1448 15055 12422 6259 11070
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 1 0 0 0 2 0 1 1 3 3 3 6 3 0 4 1 3 3 4 5 4 0 0 1 3
split_gain=5.90334e+13 3.54552e+14 6.30848e+14 1.46496e+15 6.27009e+14 6.20282e+14 6.11399e+14 9.99611e+14 5.17798e+14 4.65249e+14 4.48985e+14 4.38814e+14 8.78828e+14 9.27282e+14 6.57137e+14 1.8009e+15 9.12095e+14 2.19045e+15 7.24625e+14 5.59326e+14 4.3691e+14 5.53266e+14 7.62868e+14 6.04603e+14 4.72531e+14 4.62031e+14 4.26057e+14 4.11943e+14 4.49431e+14 7.3287e+14
threshold=30.305955500000003 30.346469350000003 59.882016200000002 59.863160500000006 1.5000000000000002 30.332994000000003 59.950068600000009 59.939091550000008 59.963407450000012 6.5000000000000009 59.846652800000008 30.315880100000005 30.323743050000001 7.5000000000000009 16.500000000000004 15.500000000000002 1.5000000000000002 19.500000000000004 59.932719750000011 1.5000000000000002 30.323743050000001 17.500000000000004 18.500000000000004 2.5000000000000004 62.385000000000012 1.5000000000000002 59.932719750000011 60.063729500000008 30.315880100000005 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 -5 7 11 9 -8 -2 14 13 26 15 19 -16 -18 -17 -4 21 -9 23 24 25 -23 -13 28 29 -10
right_child=1 -3 6 4 -6 -7 8 20 27 -11 -12 12 -14 -15 16 18 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1809.7430260797428 3157.9206141263876 -54.338243917485414 12183.421150516016 111413.25785268392 78654.648481290438 373501.02205188683 39426.593716643823 -95502.487794386136 -12049.40924028709 170499.95450356224 40819.522036068025 -24611.311492455243 -7341.7993523278101 96617.673509525906 26716.221911054967 212584.14690393518 80164.936143270112 -168476.53635431081 -163045.40189373065 -31537.892538519227 36185.330507967818 154117.72030883215 -61023.600718931229 -155403.9485089558 341246.29663722828 -140443.51642550618 262693.45004340279 -16919.165518628623 9934.7000287990486 91947.9418586393
leaf_weight=173023 11477 4064974 5515 209 1466 159 1174 2222 1093 352 4371 1169 5174 2208 7536 54 628 813 1049 6233 503 213 1203 82 92 71 54 4746 18518 1783
leaf_count=173023 11477 4064974 5515 209 1466 159 1174 2222 1093 352 4371 1169 5174 2208 7536 54 628 813 1049 6233 503 213 1203 82 92 71 54 4746 18518 1783
internal_value=0 75.5408 6661.23 23337 107950 224652 1942.31 -6875.07 13039.4 69661.1 13545.3 -442.724 18682.2 57926.7 -7982.11 -22483.8 12777.7 -60116.5 -144656 -11013.3 -51507 -62866.5 -19207.9 90626.9 144283 80477.4 -11925.7 9733.96 15646.6 52424.6
internal_weight=0 4.14514e+06 80167 17682 1834 368 62485 34819 27666 1526 15848 30433 8605 3431 21828 12851 8977 1441 1103 11748 4386 3883 1661 458 376 284 1223 26140 21394 2876
internal_count=4318164 4145141 80167 17682 1834 368 62485 34819 27666 1526 15848 30433 8605 3431 21828 12851 8977 1441 1103 11748 4386 3883 1661 458 376 284 1223 26140 21394 2876
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=1 1 1 0 5 0 5 3 1 0 1 0 0 1 1 4 5 0 1 0 3 4 3 3 1 1 0 3 0 0
split_gain=5.92918e+13 1.27803e+15 7.3111e+14 6.32324e+14 5.5945e+14 5.63371e+14 5.55139e+14 5.99562e+14 4.24447e+14 9.6767e+14 7.48338e+14 9.93059e+14 1.22454e+15 9.03319e+14 7.69931e+14 5.86703e+14 5.60654e+14 5.09695e+14 6.73699e+14 1.06231e+15 6.51518e+14 5.86338e+14 5.26823e+14 5.0284e+14 4.57581e+14 8.14793e+14 5.38315e+14 4.74226e+14 5.97933e+14 1.21241e+15
threshold=49.073956850000009 49.201680550000006 46.037218400000008 57.945214300000011 64.020000000000024 43.056445700000005 79.010000000000005 5.5000000000000009 43.808567100000012 56.197733450000008 40.247294600000011 44.226894250000008 57.692655200000004 40.810045900000013 41.950906500000009 2.5000000000000004 61.020000000000003 56.301440000000007 43.94115175000001 56.338501050000012 16.500000000000004 1.5000000000000002 21.500000000000004 9.5000000000000018 39.694727950000008 39.739656000000004 63.563300600000012 10.500000000000002 57.60800230000001 57.641335050000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 6 -4 -6 -2 -8 10 -10 24 13 15 -12 -15 -13 -11 21 -19 22 -21 23 -20 -18 -1 -26 27 28 -27 -30
right_child=1 -3 4 -5 5 -7 7 -9 9 16 11 12 -14 14 -16 -17 17 18 19 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-326.36896261720869 9358.6514434901819 -112.03044458229664 -3648.0515767059692 144207.42926058744 -2562.4087544435333 -28614.071559697233 103881.31696489108 26020.197496562643 -3496.5578474060858 8616.4609881603865 168066.45444494378 -12776.586659291315 25551.648277724835 -81842.435413079205 6542.7220712603821 -33149.019234926316 -237463.98395239399 10272.090248061884 87808.09215489107 -111397.26082940871 119584.49699194636 17096.728652015543 -45054.345936945487 -5736.4591128731699 12227.674460521261 -2132.3232087716933 99303.292683514621 -10598.093393831081 36823.297848245122 -1493.1124672658241
leaf_weight=1810376 67287 1835629 94756 366 13604 21294 1135 7688 56539 43762 339 52940 7013 1014 35168 19286 171 3481 5098 496 162 7459 317 207 84406 78010 543 35086 13668 20864
leaf_count=1810376 67287 1835629 94756 366 13604 21294 1135 7688 56539 43762 339 52940 7013 1014 35168 19286 171 3481 5098 496 162 7459 317 207 84406 78010 543 35086 13668 20864
internal_value=0 415.666 -330.332 13081.8 -7634.49 -18458.6 12451.2 36036.3 85.6808 5933.73 -233.152 -8054.86 -14342.8 5588.04 4065.73 -18216.5 14652.5 29841.4 45346.5 65450.9 -54529.4 10939.2 80030.2 -110566 210.05 4385.52 -81.7772 -447.332 2717.26 13672.8
internal_weight=0 1.9121e+06 2.40606e+06 76476 129654 34898 76110 8823 2.2764e+06 117692 2.15871e+06 115760 79239 36521 36182 72226 61153 17391 9554 6073 658 7837 5415 378 2.04295e+06 232577 148171 147628 112542 34532
internal_count=4318164 1912105 2406059 76476 129654 34898 76110 8823 2276405 117692 2158713 115760 79239 36521 36182 72226 61153 17391 9554 6073 658 7837 5415 378 2042953 232577 148171 147628 112542 34532
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=0 1 4 1 1 6 5 1 6 3 1 5 2 5 3 5 5 3 1 3 3 2 3 3 3 5 0 6 5 1
split_gain=5.98362e+13 1.69506e+14 1.60861e+14 1.29379e+14 2.18052e+14 2.56196e+14 1.78654e+14 1.71304e+14 1.68679e+14 3.82706e+14 3.08712e+14 3.74317e+14 2.47843e+14 1.44661e+14 1.8317e+14 1.38778e+14 1.78906e+14 1.38543e+14 1.32338e+14 2.19516e+14 1.69724e+14 2.52484e+14 1.8275e+14 1.26974e+14 1.46004e+14 1.20553e+14 1.20258e+14 5.35237e+14 3.19263e+14 2.72509e+14
threshold=43.465905150000005 47.854228500000012 3.5000000000000004 40.810045900000013 47.473138800000008 1.5000000000000002 67.00500000000001 47.554129950000011 1.5000000000000002 7.5000000000000009 39.969502550000009 38.210000000000008 8.5000000000000018 67.520000000000024 3.5000000000000004 61.845000000000006 79.730000000000018 18.500000000000004 39.969502550000009 5.5000000000000009 7.5000000000000009 5.5000000000000009 16.500000000000004 12.500000000000002 21.500000000000004 55.005000000000003 43.514103700000014 1.5000000000000002 96.015000000000015 43.048525950000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 -5 -7 9 15 -11 12 -12 23 -15 -1 -17 -8 20 -20 -16 22 -22 -10 25 -25 27 28 -2 -29
right_child=26 -3 -4 4 5 7 17 -9 13 10 11 -13 -14 14 18 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-15194.131128036766 -28447.236413100294 -21347.765096470386 29550.952934963916 -289.46304053250469 -6293.4247699942216 28553.287167430473 -22158.215743526653 1895.9102795983281 6161.1300351055943 55361.583628336586 246687.5101262019 94919.473168545082 620125.4458333333 157246.34288383153 -31020.411684368068 337788.69707312953 -54644.079315476192 -268118.03260869568 207133.95926562502 6900.5484923811982 84051.109484170316 -760.56329343077959 304485.67628472223 -26897.879254555384 132068.28565340908 -132307.94381765727 -6.9305390419372719 -30311.44528155401 -106109.43517901083 8636.4128768829323
leaf_weight=684 3181 2593 2509 9331 7381 6203 5323 3943 6998 444 52 122 27 115 507 26 21 23 100 121 229 465 45 373 44 153 4254408 2194 635 9914
leaf_count=684 3181 2593 2509 9331 7381 6203 5323 3943 6998 444 52 122 27 115 507 26 21 23 100 121 229 465 45 373 44 153 4254408 2194 635 9914
internal_value=0 3517.26 4942.46 3497.52 351.632 7881.55 -8640.45 18193.5 13122.3 45766 101910 204733 374318 8213.2 35714.4 -3772.65 162446 -23216.4 26187.4 97503.9 13538.2 44108.1 120254 2464.4 -42921.1 -57559 -39.3968 -8713.39 -41370.6 1578.96
internal_weight=0 47832 45239 42730 32204 17527 14677 10146 10526 1376 645 201 79 9150 1582 731 47 5346 1467 221 1246 739 274 7568 570 526 4.27033e+06 15924 3816 12108
internal_count=4318164 47832 45239 42730 32204 17527 14677 10146 10526 1376 645 201 79 9150 1582 731 47 5346 1467 221 1246 739 274 7568 570 526 4270332 15924 3816 12108
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 3 0 0 1 4 0 0 0 1 4 1 3 1 0 5 0 0 1 2 1 5 1 1 5
split_gain=5.61307e+13 1.49164e+14 2.02828e+14 7.42961e+14 3.73434e+14 3.0999e+14 1.87569e+14 1.82636e+14 2.89369e+14 1.05796e+15 1.78082e+14 1.73957e+14 4.53447e+14 5.10255e+14 2.31005e+14 1.85648e+14 1.7109e+14 1.67833e+14 2.67539e+14 2.14918e+14 2.12009e+14 2.45018e+14 1.88735e+14 2.76722e+14 1.89274e+14 1.91987e+14 2.67486e+14 1.66483e+14 1.65502e+14 2.44573e+14
threshold=102.01000000000001 128.92000000000004 82.968597500000016 82.964402850000013 82.973038550000012 82.966612450000014 1.5000000000000002 54.811549550000009 54.864040150000001 83.093115700000013 3.5000000000000004 56.819808050000006 56.852744000000008 57.131524800000008 65.58467570000002 1.0000000180025095e-35 83.691301500000009 5.5000000000000009 82.958618050000013 59.982527000000012 105.35000000000001 60.693675950000006 60.017447350000005 30.207352000000004 1.5000000000000002 82.945329900000004 104.75000000000001 30.102666750000001 65.565203050000022 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 -4 -5 -3 16 9 -9 -10 15 -13 14 28 -8 -6 18 19 -2 -21 27 24 -24 -19 -26 -27 -22 -14 -30
right_child=1 6 4 5 7 -7 11 8 10 -11 -12 12 13 -15 -16 -17 -18 22 -20 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=57.864532086230717 -20385.461470582042 -90048.703737281976 -168032.86115301726 198831.67294921877 -96822.836684373266 8728.5284308381797 69946.616660699525 -94092.005558776858 10742.671751917705 556558.01619664638 -40925.245858051727 79808.876495692239 -58900.063131184666 18516.446561751818 -180639.37211308166 -1087.1217500273353 -26598.77860703511 -30435.01910728839 349771.13968750002 -96979.118069094038 -5134.1657254350866 -29184.695829551347 205554.2930826823 -37400.715145512673 1020.2648394064968 -149178.46059705265 -14361.013802371404 130265.21477254818 -7304.4428304921021 340043.74930889427
leaf_weight=4209727 9910 215 174 256 446 129 373 64 1737 41 1083 996 692 5914 137 27044 1562 2085 20 109 123 241 48 2010 51799 199 565 347 92 26
leaf_count=4209727 9910 215 174 256 446 129 373 64 1737 41 1083 996 692 5914 137 27044 1562 2085 20 109 123 241 48 2010 51799 199 565 347 92 26
internal_value=0 -2246.41 -4833.33 -3386.58 -24051.9 135135 3071.04 -18973.3 -3030.78 159971 -9100.01 3638.62 16756.9 7603.7 -60546.3 -120.729 -42196.4 -4177.18 -15633.3 -16314.4 32885.7 52794.7 -2005.39 -31734.1 -885.829 286.289 -49477.1 94830.9 -40234.2 69229.9
internal_weight=0 108437 72948 67841 5107 385 35489 4933 2925 105 2820 35274 7857 6861 947 27417 2008 67456 10750 10730 820 711 56706 2058 54648 52563 764 470 810 118
internal_count=4318164 108437 72948 67841 5107 385 35489 4933 2925 105 2820 35274 7857 6861 947 27417 2008 67456 10750 10730 820 711 56706 2058 54648 52563 764 470 810 118
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=5 6 3 0 1 1 5 0 1 3 5 3 3 6 3 3 5 3 2 3 4 1 0 3 5 3 0 6 0 1
split_gain=5.12669e+13 7.21241e+13 5.69272e+13 5.22738e+13 3.56415e+14 9.35655e+14 7.23429e+14 4.05547e+14 1.02514e+15 5.87328e+14 7.41866e+14 5.45258e+14 5.30279e+14 1.08365e+15 5.61786e+14 4.96936e+14 5.01098e+14 4.724e+14 4.32556e+14 4.12451e+14 3.86398e+14 3.7567e+14 3.52098e+14 8.63042e+14 3.21263e+14 3.06567e+14 3.05887e+14 2.9908e+14 3.27639e+14 3.18477e+14
threshold=20.010000000000002 1.5000000000000002 3.5000000000000004 59.963407450000012 30.370618100000005 33.101335500000005 50.005000000000003 59.982527000000012 30.315880100000005 11.500000000000002 112.04500000000002 20.500000000000004 6.5000000000000009 1.5000000000000002 14.500000000000002 13.500000000000002 68.00500000000001 8.5000000000000018 5.5000000000000009 17.500000000000004 2.5000000000000004 30.332994000000003 59.990816400000007 16.500000000000004 40.005000000000003 8.5000000000000018 60.035045000000004 1.5000000000000002 60.003414000000006 30.434657650000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 7 6 -6 8 17 10 -9 12 -10 14 15 18 -17 -5 -14 -19 -16 -15 23 -8 -7 -23 -12 28 -24 -29
right_child=3 -3 -4 4 5 24 22 9 11 -11 26 -13 13 21 20 16 -18 19 -20 -21 -22 25 27 -25 -26 -27 -28 29 -30 -31
leaf_value=-25246.546742569633 119.90546725164764 -4653.9299858236827 7286.3095529476814 35671.731846941351 -6113.0656186252263 -8253.9145319628096 -85095.453399660066 -15912.35531848328 -106473.25411972962 5351.1211428477072 100622.47200901632 -171955.03586524568 -24400.796109947391 225161.74159451152 51266.621777995111 -16968.876353994387 -139555.22454224897 153542.87399948898 43073.531893488107 -2946.0009193978658 272337.75067425275 -210203.68861607142 15991.356556020502 -11515.082229865278 8449.0282658651104 100613.57348632812 -21241.198932455602 6844.3106994105829 -58012.234257577431 -30188.107221644223
leaf_weight=575 4047364 45617 8329 1187 34187 16241 3295 24361 383 71950 795 173 1759 277 253 1077 483 944 2066 205 115 35 737 3088 39575 340 278 4784 3178 4513
leaf_count=575 4047364 45617 8329 1187 34187 16241 3295 24361 383 71950 795 173 1759 277 253 1077 483 944 2066 205 115 35 737 3088 39575 340 278 4784 3178 4513
internal_value=0 -3047.04 5185.41 38.9637 -1475.75 -5480.85 -14893.6 2638.86 22593.8 733.818 -12328 3357.47 7825.51 14660.2 813.064 -7355.94 -54923.5 79915.6 12044.2 125623 120351 136842 -30212.9 -49498.4 3588.91 71604 69049.2 -20895.6 -44081 -11132.2
internal_weight=0 54521 8904 4.26364e+06 216279 109598 53782 106681 9297 97384 25434 6961 6788 6405 5753 5385 1560 2336 3825 1149 368 652 19595 6383 55816 375 1073 13212 3915 9297
internal_count=4318164 54521 8904 4263643 216279 109598 53782 106681 9297 97384 25434 6961 6788 6405 5753 5385 1560 2336 3825 1149 368 652 19595 6383 55816 375 1073 13212 3915 9297
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 0 0 0 5 2 1 1 3 3 3 6 3 0 4 1 3 3 4 5 4 0 3 0 1
split_gain=5.26145e+13 2.74527e+14 5.20264e+14 1.18676e+15 5.38089e+14 7.66042e+14 4.72168e+14 8.09909e+14 4.25816e+14 4.07424e+14 3.77063e+14 3.56023e+14 7.10243e+14 7.48846e+14 5.31761e+14 1.45906e+15 7.38723e+14 1.78725e+15 5.86964e+14 4.52717e+14 3.54028e+14 4.48022e+14 6.17972e+14 4.89724e+14 3.82684e+14 3.74245e+14 3.45248e+14 3.42691e+14 3.3162e+14 3.284e+14
threshold=30.305955500000003 30.346469350000003 59.882016200000002 59.863160500000006 10.500000000000002 30.332994000000003 59.950068600000009 59.939091550000008 59.963407450000012 67.520000000000024 6.5000000000000009 30.315880100000005 30.323743050000001 7.5000000000000009 16.500000000000004 15.500000000000002 1.5000000000000002 20.500000000000004 59.932719750000011 1.5000000000000002 30.323743050000001 17.500000000000004 18.500000000000004 2.5000000000000004 62.385000000000012 1.5000000000000002 59.932719750000011 5.5000000000000009 60.063729500000008 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 -6 7 11 10 -2 -8 14 13 26 15 19 -16 -18 -17 -4 21 -9 23 24 25 -23 -13 -22 29 -10
right_child=1 -3 6 4 5 -7 8 20 28 -11 -12 12 -14 -15 16 18 17 -19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1708.5238892508664 4444.4900082888071 -42.969949856016051 10979.933774909558 56456.843846531381 103500.26101079285 345266.45204861113 35461.060135412787 -85935.799271372904 45078.665366207541 45357.938065283517 153460.25719327061 -22063.340674094405 -6546.3857943841194 86898.529288217309 24049.912892649889 191339.50021701391 62901.944613687556 -160105.24043330443 -146732.16759758178 -28354.613523794978 106554.42286486336 138721.5033414026 -54915.797571104573 -139851.52196074696 307117.15333251952 -126383.61191646953 236563.96176034433 -59522.54921177456 -15578.403541106149 8757.8200957143326
leaf_weight=173023 12845 4064974 5515 1172 482 180 1174 2222 2876 3003 352 1169 5174 2208 7536 54 685 756 1049 6233 279 213 1203 82 92 71 54 224 4746 18518
leaf_count=173023 12845 4064974 5515 1172 482 180 1174 2222 2876 3003 352 1169 5174 2208 7536 54 685 756 1049 6233 279 213 1203 82 92 71 54 224 4746 18518
internal_value=0 71.3158 5866.33 21010.2 97166 169237 1580.92 -6167.72 11333 12197.1 62679.7 -377.811 16848.7 52128.9 -7168.83 -20214 11505.9 -54095.6 -130181 -9889.34 -46342 -56567.5 -17280.1 81575.1 129865 72445.2 -10644 32595.7 8335.44 13640.4
internal_weight=0 4.14514e+06 80167 17682 1834 662 62485 34819 27666 15848 1526 30433 8605 3431 21828 12851 8977 1441 1103 11748 4386 3883 1661 458 376 284 1223 503 26140 21394
internal_count=4318164 4145141 80167 17682 1834 662 62485 34819 27666 15848 1526 30433 8605 3431 21828 12851 8977 1441 1103 11748 4386 3883 1661 458 376 284 1223 503 26140 21394
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=5 6 0 1 1 3 0 2 0 0 3 0 3 4 1 1 1 4 1 1 5 3 5 1 1 1 3 2 1 0
split_gain=5.31135e+13 1.40811e+14 4.6864e+14 3.79417e+14 3.73224e+14 3.8307e+14 2.82222e+14 2.71499e+14 2.52643e+14 2.9215e+14 5.07463e+14 2.55321e+14 2.38915e+14 2.30007e+14 4.7819e+14 2.71035e+14 4.27549e+14 2.92222e+14 2.29898e+14 2.31851e+14 2.17897e+14 3.9343e+14 2.00735e+14 2.112e+14 3.6166e+14 2.38237e+14 2.00937e+14 1.97106e+14 1.95861e+14 3.35717e+14
threshold=102.01000000000001 1.5000000000000002 45.005863250000004 82.933113850000026 65.520339550000017 12.500000000000002 44.039893800000009 8.5000000000000018 55.885524800000006 55.708120100000009 24.500000000000004 56.121679000000007 5.5000000000000009 3.5000000000000004 20.507360500000004 39.262370300000008 39.188277450000008 2.5000000000000004 30.578016350000002 37.275078000000001 110.05000000000001 13.500000000000002 161.85000000000002 37.792847950000002 48.712293450000011 37.314272700000011 6.5000000000000009 2.5000000000000004 39.011252750000004 45.029420750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 12 7 -3 9 13 22 -10 -6 15 -15 16 28 -18 -16 -20 21 -9 23 25 -25 27 -26 -11 29 -4
right_child=1 6 3 -5 5 -7 -8 20 11 10 -12 -13 -14 14 18 -17 17 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=56.287842228987415 -29486.720891457036 31193.347221655451 207247.92610887098 -28667.821147550843 -78153.129154265873 18718.998942506023 -5334.1608516506203 -62283.391759159487 -107442.76187177387 180412.98208220111 -83615.698085937503 1095.1551929802808 124375.20608295976 -196619.82474149819 226578.24040697675 -7868.3309843926563 363385.25744047621 109786.84627468367 -180622.90329919764 522.39323951350457 -58844.982775824661 183062.25534401264 264304.73984375002 -138635.12499601403 248903.97869318185 143984.40953300783 51577.848874003583 -180828.18387784093 -37203.557823074247 35358.101950751909
leaf_weight=4209727 3299 3889 124 2074 63 1070 82470 145 224 23 220 6680 772 136 43 1286 63 163 74 1564 675 119 56 98 55 500 836 44 314 1358
leaf_count=4209727 3299 3889 124 2074 63 1070 82470 145 224 23 220 6680 772 136 43 1286 63 163 74 1564 675 119 56 98 55 500 836 44 314 1358
internal_value=0 -2185.2 5137.8 11540.6 16830 58332.5 -3958.45 19541 11126.1 24575.2 58850.1 -2426.35 109095 12323.2 -16261.1 28023.9 50851.5 180480 -1669.37 -7661.22 -28718.9 48308 78293.4 71598.9 43703.3 120256 63758.5 -56820 34539.6 49740.2
internal_weight=0 108437 21139 17840 15766 1905 87298 4828 13861 6957 1832 6904 835 5125 1817 3308 2022 226 1681 1638 939 264 1612 1556 989 567 891 67 1796 1482
internal_count=4318164 108437 21139 17840 15766 1905 87298 4828 13861 6957 1832 6904 835 5125 1817 3308 2022 226 1681 1638 939 264 1612 1556 989 567 891 67 1796 1482
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=0 1 4 0 1 1 0 1 5 0 1 1 5 0 3 1 5 5 1 0 2 1 1 0 0 1 5 0 1 1
split_gain=4.9867e+13 1.37224e+14 1.29591e+14 1.0424e+14 9.63464e+14 3.97279e+14 4.09758e+14 4.71196e+14 5.2404e+14 3.14264e+14 5.51794e+14 1.10135e+15 4.62263e+14 3.55327e+14 3.48125e+14 4.82135e+14 3.1082e+14 2.98805e+14 2.75025e+14 3.20328e+14 2.73561e+14 2.57933e+14 6.17044e+14 8.4873e+14 6.41681e+14 9.1602e+14 8.36763e+14 6.20123e+14 5.45687e+14 4.68283e+14
threshold=43.465905150000005 47.854228500000012 3.5000000000000004 44.998833400000002 43.808567100000012 37.314272700000011 44.732363600000006 37.692869000000009 69.610000000000014 45.03656895000001 38.950530550000003 38.975980350000007 53.385000000000012 45.022371150000005 18.500000000000004 39.110397700000007 89.00500000000001 84.030000000000015 38.959914000000005 45.013473000000012 16.500000000000004 38.096381250000007 39.630124250000001 44.226894250000008 43.642715500000008 39.739656000000004 85.91500000000002 43.592450450000008 37.777459000000007 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 17 21 -8 -9 10 13 12 -12 -5 15 -13 -6 -2 19 -14 -21 28 -23 24 25 26 -24 -27 -7 -26
right_child=3 -3 -4 9 16 6 7 8 -10 -11 11 14 18 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 29 27 -28 -29 -30 -31
leaf_value=3196.3221878331901 14329.603654174854 -19161.421281563158 26580.779795093622 -53462.011903681792 -45729.189194608975 -8022.6700634625049 -90.683044569185654 -12693.549597390118 -52083.393141136796 -54.983495608426097 13254.772663435504 13319.787641419343 -68176.616348759329 -6389.9034057643976 -10767.366705620514 -8248.7818666084495 -182526.89131574961 78073.86682567712 74916.048795538882 30069.776191978963 141154.83723974228 -22581.479862131066 6232.5497948568318 -35527.280393642461 49265.314178787376 -8071.0822585720789 71605.69139931559 -49060.785650511294 18020.417143460854 11479.238568566585
leaf_weight=42730 6511 2593 2509 2095 3655 12743 30435 26874 3863 3985555 3795 40093 288 6837 12509 13977 174 829 3647 1654 256 12278 20297 5752 3865 22272 2167 4424 21826 21661
leaf_count=42730 6511 2593 2509 2095 3655 12743 30435 26874 3863 3985555 3795 40093 288 6837 12509 13977 174 829 3647 1654 256 12278 20297 5752 3865 22272 2167 4424 21826 21661
internal_value=0 3210.91 4493.25 -35.9655 -2267.03 -1295.52 -2184.49 -8910.69 -17644 73.4454 6084.65 8840.38 40431.2 -17430.7 4266.33 7744.35 -51945.6 21529.1 58076.1 30134.8 44958.7 1048.06 -1700.66 1486.57 4337.22 -2341.99 12538.8 -14863.8 8420.28 17200.6
internal_weight=0 47832 45239 4.27033e+06 199626 195797 188457 61172 30737 4.07071e+06 85151 76219 9640 8932 66579 54070 3829 7340 5845 2198 1910 127285 92716 80438 74686 49160 22464 26696 34569 25526
internal_count=4318164 47832 45239 4270332 199626 195797 188457 61172 30737 4070706 85151 76219 9640 8932 66579 54070 3829 7340 5845 2198 1910 127285 92716 80438 74686 49160 22464 26696 34569 25526
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 1 1 1 3 1 2 0 0 0 1 0 1 0 1 3 1 1 0 1 0 2 0 3 0 0
split_gain=5.20454e+13 1.21884e+14 1.48904e+14 1.44483e+14 6.1622e+14 3.04007e+14 2.46947e+14 1.70043e+14 7.08693e+14 4.50629e+14 3.67376e+14 2.96453e+14 3.1843e+14 4.86308e+14 4.07288e+14 2.93874e+14 2.46412e+14 2.42226e+14 2.47613e+14 2.35972e+14 2.27867e+14 3.69182e+14 2.71284e+14 2.52665e+14 2.92536e+14 2.44585e+14 2.43854e+14 2.68441e+14 2.18678e+14 2.11044e+14
threshold=102.01000000000001 128.92000000000004 1.5000000000000002 82.968597500000016 82.964402850000013 82.973038550000012 82.966612450000014 65.520339550000017 10.500000000000002 61.284352600000013 9.5000000000000018 54.959412650000012 55.110554300000004 57.131524800000008 65.565203050000022 57.157092150000004 82.926290250000008 55.173809400000003 61.42204370000001 8.5000000000000018 60.58031445000001 56.249874400000003 56.819808050000006 60.628582700000003 56.852744000000008 25.500000000000004 56.838612000000005 9.5000000000000018 55.099723300000008 55.014170500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -5 -6 9 11 20 16 -9 28 -14 15 -15 -10 18 -11 -16 21 -2 25 24 26 -22 -24 -28 -13 -18
right_child=1 2 -4 5 6 -7 -8 8 10 17 -12 12 13 14 19 -17 29 -19 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=55.719017797723168 -4412.5058494307732 -80325.255350143081 3149.2710271551664 -150631.30941989945 179725.83137207033 -16139.812408254869 10051.00335664971 -119434.61371633639 -12313.806024237158 17740.16793502176 12657.314063887399 55617.745505023275 -46859.591307247785 59214.65076891311 105982.55716517857 204457.90606418918 -136268.47210002792 -72509.682253577543 -111172.40804587746 -65228.835093410329 -18898.038731255052 -57753.782399037227 71494.578898665757 -20961.014744320662 -21861.164313444548 213547.62840757982 -687.39826882102273 253292.63491639253 293976.30959535256 -48098.177575169088
leaf_weight=4209727 50121 215 35274 174 256 4933 129 123 1634 749 2347 2941 916 564 105 185 350 1530 186 345 1228 1332 676 358 244 47 55 171 39 1210
leaf_count=4209727 50121 215 35274 174 256 4933 129 123 1634 749 2347 2941 916 564 105 185 350 1530 186 345 1228 1332 676 358 244 47 55 171 39 1210
internal_value=0 -2163.12 2643.56 -4501.55 -3280.49 -20722.1 122874 -4000.51 7525.07 -6187.64 -17380.8 33972.6 37676.1 8001.23 49913.3 95089.2 -39453.2 -48004.3 -7904.47 -25279.5 -4286.95 -5793.39 23604.7 52371.9 75280.5 -10329.5 101558 191483 58737.2 -67880
internal_weight=0 108437 35489 72948 67841 5107 385 67456 10759 56697 5541 5218 5095 2115 1199 749 3194 2465 935 450 54232 51453 2779 1504 1146 1275 902 226 2980 1560
internal_count=4318164 108437 35489 72948 67841 5107 385 67456 10759 56697 5541 5218 5095 2115 1199 749 3194 2465 935 450 54232 51453 2779 1504 1146 1275 902 226 2980 1560
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 0 5 1 1 0 3 0 5 0 0 0 1 0 0 1 6 5 5 5 2 3 3 3 3 5 3 3 5
split_gain=4.76145e+13 2.87114e+14 2.61176e+14 2.48331e+14 2.34506e+14 1.75346e+14 1.65115e+14 3.47858e+14 2.21814e+14 1.51658e+14 1.47056e+14 3.94464e+14 2.13575e+14 1.40735e+14 2.23589e+14 2.00704e+14 1.91086e+14 2.39875e+14 1.8149e+14 1.44505e+14 1.26606e+14 1.22377e+14 1.664e+14 1.97011e+14 1.19962e+14 1.16625e+14 1.10779e+14 1.03262e+14 1.01025e+14 9.61291e+13
threshold=91.398302750000013 56.093493200000005 58.049540950000008 70.00500000000001 86.192907650000009 114.17164950000002 50.565831500000009 7.5000000000000009 51.67657710000001 64.020000000000024 55.518428350000008 55.416472000000006 56.110481950000008 104.38035940000002 52.485928400000006 55.975961550000008 92.928903050000017 1.5000000000000002 99.555000000000021 110.05000000000001 98.020000000000024 8.5000000000000018 15.500000000000002 14.500000000000002 3.5000000000000004 12.500000000000002 93.00500000000001 13.500000000000002 13.500000000000002 45.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 29 -1 -4 7 -5 -8 -3 11 27 -12 14 -10 19 17 18 -17 -16 -14 -15 23 -23 -7 26 -18 -6 -19 -2
right_child=1 2 5 6 10 24 8 -9 13 -11 12 -13 20 21 15 16 25 28 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-15.96271151162888 -1219.7913281123515 -9722.3917040968354 -22043.576796553432 -8914.2695367187498 -10422.097570991165 -10938.216928438302 -111365.33910347466 125640.89349086395 55461.424742149182 -32284.506377043344 -53892.528726142598 124106.08149051583 -7932.2815719740556 5765.9458537120636 -1277.7414885274266 16552.552644560052 -13307.364014913439 53224.981449025407 -55583.937505918555 -80333.851395283054 -159676.5343470982 -43591.485530345213 33804.505782613669 -213926.66491210938 24433.999486535107 44731.440261870361 -109766.56311401824 48573.705768420652 21148.245876964142 4982.4334386870623
leaf_weight=4160980 49734 13339 1508 375 9747 1238 143 394 1478 3836 1819 229 3028 3383 2803 1865 1068 3028 429 252 56 449 222 80 4251 310 134 306 1453 50227
leaf_count=4160980 49734 13339 1508 375 9747 1238 143 394 1478 3836 1819 229 3028 3383 2803 1865 1068 3028 429 252 56 449 222 80 4251 310 134 306 1453 50227
internal_value=0 1800.8 -8126.95 3837.46 -61.2313 8158.6 14696.6 60025.6 12657.8 -14761.6 -12465.7 -5670.14 -26716.6 13703.8 18877.6 14110.3 22187.1 29360.7 3062.34 -7798.9 -10687.7 -2340.57 -38857.7 -69351.1 16456.1 -9956.51 -24060.7 -8626.34 42823.8 1896.62
internal_weight=0 141999 24172 117827 4.17616e+06 6997 17866 769 17097 17175 15185 10282 4903 16954 12820 11342 8287 6775 2294 3055 3084 4134 751 529 5489 1512 1202 10053 4481 99961
internal_count=4318164 141999 24172 117827 4176165 6997 17866 769 17097 17175 15185 10282 4903 16954 12820 11342 8287 6775 2294 3055 3084 4134 751 529 5489 1512 1202 10053 4481 99961
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=3 5 1 5 6 2 2 2 5 2 1 0 3 5 5 0 3 0 5 1 1 5 0 0 3 0 5 1 1 0
split_gain=4.64013e+13 2.19374e+14 1.71812e+14 1.692e+14 1.3945e+14 1.20036e+14 6.98638e+13 6.64157e+13 5.46291e+13 4.58544e+13 1.58674e+14 1.97314e+14 2.65369e+14 2.21993e+14 2.30855e+14 3.43774e+14 2.26359e+14 2.56707e+14 7.49906e+14 3.05807e+14 2.21879e+14 2.88838e+14 2.2086e+14 1.69203e+14 1.59697e+14 2.40042e+14 2.37978e+14 1.63739e+14 1.47849e+14 1.78879e+14
threshold=38.500000000000007 79.010000000000005 37.752451500000006 67.990000000000023 1.5000000000000002 15.500000000000002 6.5000000000000009 34.500000000000007 61.405000000000008 12.500000000000002 39.071052600000009 45.053747000000008 10.500000000000002 132.05000000000004 81.910000000000011 45.005863250000004 18.500000000000004 45.013473000000012 114.05000000000001 38.959914000000005 38.969379750000009 120.05000000000001 44.580511600000001 44.678200800000006 17.500000000000004 56.802385350000009 79.730000000000018 60.55755580000001 60.601268000000012 56.819808050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 8 -6 9 -2 -1 11 13 -13 14 -11 22 20 18 -18 -19 -17 -22 -16 -24 -12 -26 -27 -28 29 -29
right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 24 12 -14 -15 15 16 17 19 -20 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-113.3738664174751 -128629.08893476216 93656.231632864248 -49116.9652924127 -200026.92227722774 -46870.618437500001 12370.790802316567 167655.39236111112 65675.610360440347 -32821.49620505506 8533.8718425080424 2588.6602845636316 -203522.30386904764 1739.6176538479931 -52766.264255584603 151399.11783088237 19571.82328780325 38447.650894790095 72272.562007483662 507032.5619367733 -20829.495307022753 105875.9050098242 379332.96741615859 -112807.26251209079 -6511.687077711551 -4970.6017762463362 1892.798074212669 -8565.2551366831522 -14621.284673354205 29815.789379753518 115825.56466320195
leaf_weight=3827005 112 151 281 101 20 388 63 154 127 18575 73906 63 256381 526 68 304 166 588 43 882 667 41 210 522 115684 17637 823 136 2077 463
leaf_count=3827005 112 151 281 101 20 388 63 154 127 18575 73906 63 256381 526 68 304 166 588 43 882 667 41 210 522 115684 17637 823 136 2077 463
internal_value=0 -19318.2 -34940.1 -89017.2 -5845.13 -21969.6 115962 5.56242 -77718.8 3.21966 914.283 2478.47 1689.19 11437.6 12968.1 36561.9 53671.9 31155.1 134855 16411.3 91029.4 121712 -20991.9 -37006.3 -1156.96 -3180.23 6619.05 30442.1 42438.8 86208.2
internal_weight=0 1243 1092 382 710 627 83 4.31692e+06 239 4.31677e+06 489762 279036 256444 22592 22066 3491 2691 1679 209 1470 1012 708 800 732 210726 136820 21136 3499 2676 599
internal_count=4318164 1243 1092 382 710 627 83 4316921 239 4316767 489762 279036 256444 22592 22066 3491 2691 1679 209 1470 1012 708 800 732 210726 136820 21136 3499 2676 599
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=1 1 1 0 5 5 3 4 1 0 1 0 0 5 1 0 1 1 0 5 0 3 0 5 1 0 0 1 3 5
split_gain=5.0494e+13 1.03669e+15 5.99184e+14 5.3526e+14 7.2265e+14 4.51121e+14 4.91866e+14 3.85528e+14 3.69519e+14 7.5642e+14 5.93552e+14 1.46631e+15 8.2923e+14 8.23463e+14 5.79331e+14 1.35561e+15 6.34014e+14 5.56724e+14 6.13274e+14 7.42448e+14 8.23193e+14 7.29284e+14 7.12932e+14 7.07447e+14 6.07253e+14 5.49037e+14 4.67853e+14 4.66349e+14 4.62047e+14 5.14753e+14
threshold=49.073956850000009 49.201680550000006 46.037218400000008 55.777112100000004 52.405000000000008 64.020000000000024 13.500000000000002 1.5000000000000002 43.808567100000012 56.197733450000008 39.925119750000007 44.226894250000008 57.692655200000004 94.040000000000006 40.810045900000013 43.642715500000008 41.950906500000009 39.694727950000008 47.208883950000008 85.020000000000024 43.642715500000008 11.500000000000002 47.236539400000005 73.995000000000019 39.714575750000009 43.465905150000005 47.228519500000004 42.09605220000001 25.500000000000004 58.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 7 -4 -7 -5 10 -10 17 14 13 27 15 25 -16 -1 19 -19 -21 -20 24 -24 -23 -12 -26 -13 29 -11
right_child=1 -3 5 4 -6 6 -8 -9 9 28 11 12 -14 -15 16 -17 -18 18 21 20 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-328.36576705710235 -537.8395841625487 -91.678169616754076 -3337.5023980091319 14867.857757807622 30900.55879355994 -12162.334465754962 -48135.074686857384 -9738.421726098386 -2809.3156582328502 7421.5340394691875 22317.003409637149 -10225.001665076617 19341.216922019641 -63538.674191517559 -74465.422725784359 127415.48309954615 5739.8524500973381 -7628.9346142071117 13375.038234799265 51423.264649489778 -122984.55810946831 67641.236358298498 -3233.5224987965908 -43192.237596734223 -1158.6938199920103 -100019.40027865923 47743.589434251247 -28678.096839318048 -92825.058943295953 26930.810720602793
leaf_weight=1810376 24111 1835629 94756 20418 22694 30557 4341 9253 56539 40420 6443 76516 7445 3413 1014 1282 35168 47399 99939 3544 293 2058 29524 5213 9556 389 2460 16681 408 20325
leaf_count=1810376 24111 1835629 94756 20418 22694 30557 4341 9253 56539 40420 6443 76516 7445 3413 1014 1282 35168 47399 99939 3544 293 2058 29524 5213 9556 389 2460 16681 408 20325
internal_value=0 383.59 -304.841 11791.3 17468.1 -6917.24 -16637 7194.31 71.7722 5528.32 -225.716 -6329.85 -12816.5 -15294.6 8907.77 33057.4 3492.1 224.727 5231.61 -4203.96 38105.2 8481.63 -1537.47 -9230.15 17449.4 15351.4 8852.93 -13527.9 13236.9 13949.2
internal_weight=0 1.9121e+06 2.40606e+06 76476 52365 129654 34898 29671 2.2764e+06 117692 2.15871e+06 148351 104055 96610 44296 8114 36182 2.01036e+06 199986 51236 3837 148750 48811 34737 14074 6832 12016 93197 61153 60745
internal_count=4318164 1912105 2406059 76476 52365 129654 34898 29671 2276405 117692 2158713 148351 104055 96610 44296 8114 36182 2010362 199986 51236 3837 148750 48811 34737 14074 6832 12016 93197 61153 60745
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=0 4 2 1 4 5 4 1 0 5 5 1 5 5 2 0 1 1 0 1 5 5 5 1 0 1 1 5 3 1
split_gain=5.20188e+13 1.63242e+14 1.42057e+14 1.2272e+14 1.31665e+14 1.43834e+14 1.09082e+14 9.39908e+13 1.27324e+14 1.09236e+14 9.38353e+13 8.476e+13 8.25908e+13 8.00989e+13 7.81861e+13 6.74229e+13 6.38822e+14 3.29123e+14 3.2477e+14 4.76239e+14 4.66495e+14 2.88264e+14 2.8701e+14 2.80496e+14 2.63586e+14 4.52163e+14 8.62998e+14 3.89265e+14 2.94536e+14 3.43088e+14
threshold=43.056445700000005 3.5000000000000004 8.5000000000000018 47.854228500000012 1.5000000000000002 64.020000000000024 2.5000000000000004 47.473138800000008 42.966471700000007 177.02500000000003 57.995000000000012 47.473138800000008 89.00500000000001 97.050000000000011 10.500000000000002 44.998833400000002 43.808567100000012 45.148007750000012 44.732363600000006 37.692869000000009 49.010000000000012 112.04500000000002 87.395000000000024 37.642309100000013 45.03656895000001 38.950530550000003 38.975980350000007 45.305000000000007 18.500000000000004 39.110397700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 11 12 9 -9 -8 -1 -6 -7 -10 -3 16 18 22 23 -20 -21 -22 -18 -2 25 -17 27 -27 29 -28
right_child=15 14 -4 -5 5 6 7 8 13 -11 -12 -13 -14 -15 -16 24 17 -19 19 20 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-924.97749518214391 33984.57587933656 33463.360788505517 -14842.743305561835 -17935.961855574478 10631.911859686768 -11665.399820206858 1548.8764144523639 10423.195134724869 25946.913487774887 -212930.48087565103 -39882.876186488058 33538.930375968441 21106.636468310237 80020.390366928885 -94313.350398596944 -15720.4318445034 -38808.869953078385 -5606.5421974150986 1476.7504861484358 -4122.5646639037868 -27187.008926952796 -152168.78151842413 -127340.19629882812 1410.6758479508383 -56.504541652373177 810.77339165146293 11914.341272910518 47492.129047441646 -9816.309731043606 -6280.1293859553462
leaf_weight=5947 2695 2110 4251 2159 2926 4310 2245 1863 540 24 690 3606 936 556 49 8932 4332 3429 35175 16505 14045 187 400 138478 3985555 2368 40093 7272 12509 13977
leaf_count=5947 2695 2110 4251 2159 2926 4310 2245 1863 540 24 690 3606 936 556 49 8932 4332 3429 35175 16505 14045 187 400 138478 3985555 2368 40093 7272 12509 13977
internal_value=0 4003.55 2095.5 4886.15 6970.19 11632.1 4369.48 14592.2 26333.6 -719.746 -4975.14 23277.8 -5818.16 53378.3 30563.4 -30.0895 -1754.92 -29197.5 -673.44 -6469.16 -15562.4 -28829.2 -46292.5 2032.51 61.1142 5566.35 8060.91 36025.2 4011.96 7211.1
internal_weight=0 32212 30053 25802 23643 17006 10474 5228 2959 2269 6637 6532 5246 1096 2159 4.28595e+06 215246 8161 207085 65912 30737 14232 4732 141173 4.07071e+06 85151 76219 9640 66579 54070
internal_count=4318164 32212 30053 25802 23643 17006 10474 5228 2959 2269 6637 6532 5246 1096 2159 4285952 215246 8161 207085 65912 30737 14232 4732 141173 4070706 85151 76219 9640 66579 54070
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=5 6 0 3 3 1 1 3 5 0 2 5 5 1 3 1 1 0 2 3 5 1 0 1 3 4 0 1 1 1
split_gain=5.04095e+13 1.30703e+14 3.83802e+14 3.26462e+14 5.32994e+14 4.27157e+14 3.24311e+14 3.23654e+14 2.81758e+14 2.71016e+14 2.61746e+14 2.27358e+14 2.05871e+14 1.67308e+14 3.16921e+14 1.65878e+14 1.94619e+14 1.63988e+14 2.5108e+14 2.01409e+14 3.0746e+14 1.66144e+14 1.60016e+14 2.05893e+14 1.4423e+14 1.43171e+14 1.3906e+14 1.3363e+14 1.59482e+14 2.17033e+14
threshold=102.01000000000001 1.5000000000000002 44.226894250000008 14.500000000000002 5.5000000000000009 20.507360500000004 82.91993380000001 24.500000000000004 107.05000000000001 55.141517900000004 5.5000000000000009 150.04500000000004 161.85000000000002 82.902675200000019 23.500000000000004 30.578016350000002 37.855187800000003 44.039893800000009 12.500000000000002 15.500000000000002 109.05000000000001 39.767857750000005 43.056445700000005 43.048525950000005 13.500000000000002 3.5000000000000004 55.013931500000005 47.554129950000011 47.473138800000008 46.037218400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 4 15 8 10 -8 -6 11 -5 26 13 -12 25 -4 -17 18 27 21 -21 -20 -2 24 -24 -15 -7 28 29 -3
right_child=1 17 3 6 5 9 7 -9 -10 -11 12 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=54.836342243396999 -9993.4945451877738 24907.96312495452 29737.621073951814 -25348.641690653927 70344.631588924633 44567.176013610188 -76859.968747770574 23359.026958881579 -175567.41917757603 30531.735001323555 8355.8436554614182 168983.25358959442 81911.081367728781 183453.10478515626 4536.3790473090285 -158485.16605377197 -28485.438999168051 -4885.9427350214401 -467141.96562500001 249462.7318474265 -72894.904218064694 -121902.08384425953 -24419.931608730534 -87367.503203856802 144401.21962090165 524520.00375000003 110365.53891138724 -29234.498565059715 68977.668045499377 -65678.44096241919
leaf_weight=4209727 1728 3006 439 2070 68 1116 1002 475 148 3988 6436 235 433 32 90 128 1148 82470 20 34 228 46 297 774 61 20 451 487 717 290
leaf_count=4209727 1728 3006 439 2070 68 1116 1002 475 148 3988 6436 235 433 32 90 128 1148 82470 20 34 228 46 297 774 61 20 451 487 717 290
internal_value=0 -2128.85 4926.44 10256.3 25884 39923.9 -1172.09 -44629.8 -98150.7 45074.9 5896.18 77260.2 15121.2 10724.7 118093 -23284.3 -41526.2 -3837.27 14075.8 -70392.2 -31062.2 -226520 -29138.3 -58362.8 4345.68 314633 63504.7 20232.5 26235.6 16937.7
internal_weight=0 108437 21139 18279 7721 6006 10558 1477 216 5790 9081 1802 7011 6578 142 1715 1276 87298 4828 328 262 66 2860 1132 358 52 1567 4500 4013 3296
internal_count=4318164 108437 21139 18279 7721 6006 10558 1477 216 5790 9081 1802 7011 6578 142 1715 1276 87298 4828 328 262 66 2860 1132 358 52 1567 4500 4013 3296
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=0 1 1 3 1 5 6 3 3 5 2 4 5 5 5 3 3 5 4 3 2 1 4 3 1 5 0 6 1 3
split_gain=4.7908e+13 9.838e+13 2.12661e+14 2.26693e+14 1.94569e+14 2.15208e+14 2.02559e+14 3.01992e+14 2.69424e+14 2.61725e+14 1.45093e+14 1.2268e+14 1.21665e+14 1.16491e+14 1.11814e+14 1.05542e+14 1.03056e+14 9.65062e+13 9.23708e+13 1.67538e+14 8.32299e+13 1.30756e+14 1.17197e+14 1.22807e+14 8.78275e+13 8.31455e+13 7.70446e+13 3.99054e+14 2.09209e+14 2.28634e+14
threshold=43.465905150000005 47.554129950000011 47.473138800000008 10.500000000000002 46.037218400000008 116.06000000000002 1.5000000000000002 11.500000000000002 12.500000000000002 38.210000000000008 9.5000000000000018 1.5000000000000002 110.05000000000001 110.05000000000001 161.85000000000002 4.5000000000000009 24.500000000000004 137.05000000000004 -1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 40.810045900000013 2.5000000000000004 4.5000000000000009 45.148007750000012 53.995000000000012 43.514103700000014 1.5000000000000002 43.808567100000012 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 6 -6 7 12 9 10 -9 -4 15 -3 -5 -1 18 -13 19 -8 21 22 -20 -24 -22 -10 27 -2 29 -29
right_child=26 13 3 14 5 -7 16 8 25 -11 -12 17 -14 -15 -16 -17 -18 -19 20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-19187.176809730463 -35176.256151357687 -2914.9739787300614 1810.8665328670672 -4266.2021999226472 -11101.326715404022 -96126.089933190728 -14505.194896551395 226355.64630281692 -30578.881695601853 92650.527159410121 510768.78616536455 31062.443231552632 -45593.838428514377 -47265.986583576538 126963.49533617425 28915.455302012713 121370.53604352679 93958.715506759356 26100.856298705894 63422.339818198518 -7960.2441116649834 -5337.0933831941202 237462.79537266321 58817.296389100607 20119.042799143837 72061.266318359383 -9.265510705548845 9857.4609319409501 -102197.82275904606 -26936.497317780544
leaf_weight=561 3816 9193 1507 3997 5418 315 510 71 135 178 24 5631 313 633 66 2440 70 255 899 601 11992 1426 56 123 1228 190 4254408 9881 190 2037
leaf_count=561 3816 9193 1507 3997 5418 315 510 71 135 178 24 5631 313 633 66 2440 70 255 899 601 11992 1426 56 123 1228 190 4254408 9881 190 2037
internal_value=0 3147.21 5453.2 16840.8 539.57 -15773 5032.06 25537.8 90944.8 164181 298207 27269.2 13735.3 -5772.11 -2134.49 19923.3 286.807 33787.3 -216.66 27650 -2185.62 14531.3 40813.6 114706 -5351.97 29426.1 -35.2519 -6978.04 1909.01 3568.71
internal_weight=0 47832 38006 11456 26550 5733 20817 3912 598 273 95 7393 3314 9826 4063 3001 16905 5886 16835 1111 15724 2504 1078 179 13220 325 4.27033e+06 15924 12108 11918
internal_count=4318164 47832 38006 11456 26550 5733 20817 3912 598 273 95 7393 3314 9826 4063 3001 16905 5886 16835 1111 15724 2504 1078 179 13220 325 4270332 15924 12108 11918
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=5 5 0 3 1 0 0 6 1 1 0 5 0 1 4 1 3 1 1 0 5 1 3 1 4 1 4 1 0 6
split_gain=4.59967e+13 9.58501e+13 3.03561e+14 2.53581e+14 2.03021e+14 1.92871e+14 1.92124e+14 3.92416e+14 3.40954e+14 4.67341e+14 4.40209e+14 4.10563e+14 3.05179e+14 4.20395e+14 2.58476e+14 1.87283e+14 1.63853e+14 2.86072e+14 1.5736e+14 1.49972e+14 1.48757e+14 1.45001e+14 1.41919e+14 1.48243e+14 1.42345e+14 1.31729e+14 1.57762e+14 1.26106e+14 1.25122e+14 3.93013e+14
threshold=29.050000000000004 33.57500000000001 54.970187400000007 4.5000000000000009 37.767735350000002 45.098908000000009 55.975961550000008 1.5000000000000002 38.422276900000007 37.342273500000012 55.551692500000009 31.990000000000006 55.885524800000006 37.832345550000007 1.5000000000000002 48.712293450000011 9.5000000000000018 43.574807850000006 38.891822450000006 55.762622900000004 35.505000000000003 42.09605220000001 22.500000000000004 30.434657650000002 2.5000000000000004 30.451272450000005 2.5000000000000004 47.981192400000005 55.050600750000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 21 7 14 9 -9 -11 12 13 -12 -5 18 17 -8 -10 -15 25 -6 23 -18 -24 26 -3 -16 29 -22
right_child=1 20 3 6 5 -7 16 8 15 10 11 -13 -14 19 27 -17 22 -19 -20 -21 28 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1378.1162893218377 -17833.449367525136 5608.2784749273933 -6104.1716701589212 -5142.2186865602416 7462.4255600860042 -3618.1786529682076 -8686.0988691982875 -17809.586565906564 7850.3618007425439 -12108.200537949502 74894.011591882707 17328.462830666951 13166.708763465678 37115.41127858212 134541.68740061749 8506.2082734902342 20297.371815653692 4332.3924164847822 -21117.589080675592 -19751.69017893132 2997.439547893011 -12943.55322208783 -2389.0699735063931 4840.6558181470118 -135552.33275462964 -3430.8330857418732 -124934.00437851773 6875.8219611220475 -486.90697298821163 -329.57985703112604
leaf_weight=229327 7835 20317 23832 23453 30563 92973 29316 2937 3384 2906 4313 12209 2243 2090 198 57764 10284 39788 4206 596 516808 3930 8953 15644 81 194730 93 127 1842839 1134425
leaf_count=229327 7835 20317 23832 23453 30563 92973 29316 2937 3384 2906 4313 12209 2243 2090 198 57764 10284 39788 4206 596 516808 3930 8953 15644 81 194730 93 127 1842839 1134425
internal_value=0 77.2932 1590.71 3695.04 -2209.24 -1248.86 4754.19 7544.96 10486.1 19873.2 24417.1 29365.2 45266.2 55553.2 -3914.88 6565.74 1631.96 -1190.44 -8202.23 24497.1 -77.6002 5137.45 7210.58 10971.4 -3583.03 -2629.74 5013.45 84653.8 79.5421 711.721
internal_weight=0 4.08884e+06 379625 244324 135301 127466 220492 116426 92648 27294 24357 21451 9242 6999 23778 65354 104066 69104 7590 2686 3.70921e+06 34493 34962 25928 9034 215140 20410 325 3.49407e+06 1.65123e+06
internal_count=4318164 4088837 379625 244324 135301 127466 220492 116426 92648 27294 24357 21451 9242 6999 23778 65354 104066 69104 7590 2686 3709212 34493 34962 25928 9034 215140 20410 325 3494072 1651233
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=2 3 5 0 0 5 1 0 3 1 0 1 1 1 6 1 1 3 3 3 5 5 1 5 0 1 1 1 1 0
split_gain=4.45803e+13 9.425e+13 7.96837e+13 7.78986e+13 2.3614e+14 2.03141e+14 1.91066e+14 1.58015e+14 1.88664e+14 1.6204e+14 3.03733e+14 1.56117e+14 1.9352e+14 3.59802e+14 1.50674e+14 1.14158e+14 1.14214e+14 1.60735e+14 1.47151e+14 2.22188e+14 1.65945e+14 1.39157e+14 1.36624e+14 1.27829e+14 1.88634e+14 1.41156e+14 1.65542e+14 1.6125e+14 2.73841e+14 3.99132e+14
threshold=20.500000000000004 32.500000000000007 132.05000000000004 59.882016200000002 59.820733200000006 52.710000000000008 30.278357500000002 60.003414000000006 26.500000000000004 30.434657650000002 60.017447350000005 30.468306550000005 30.362552800000003 30.370618100000005 1.5000000000000002 30.578016350000002 37.767735350000002 24.500000000000004 25.500000000000004 27.500000000000004 67.00500000000001 105.35000000000001 37.362912300000012 80.815000000000012 55.806974650000008 37.597123000000003 37.726745000000001 37.516458750000005 37.533784800000006 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 15 -6 -7 8 -5 10 14 12 -8 -14 -9 -2 17 23 20 -20 -19 -22 -23 25 -25 27 -27 -17 29 -29
right_child=3 2 -4 7 5 6 11 9 -10 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-19.611183203824567 -40660.198055243534 -8592.6649812464457 -123199.17972592213 -11857.27314277464 10198.608504633901 6425.0305920662504 88549.232720399043 160287.28514185856 -76007.264980410968 -37074.12291227308 4764.5021307416364 37661.522041496864 473249.0534598215 118784.70683159721 32429.091266039632 11103.483478837708 -568.11244940952417 357.60174334770659 54040.866503652396 6520.7900884708533 -43900.324673433919 -91052.443854166675 169598.22729252049 116062.02043233777 11977.897658293739 -19213.561799150986 63690.539174787678 -65658.562908584776 27092.275222402401 176061.47821954693
leaf_weight=4228065 609 11106 61 4788 1791 387 334 190 507 818 5945 312 42 90 179 2130 38337 7026 1106 8915 1417 30 61 339 358 1498 287 87 1031 318
leaf_count=4228065 609 11106 61 4788 1791 387 334 190 507 818 5945 312 42 90 179 2130 38337 7026 1106 8915 1417 30 61 339 358 1498 287 87 1031 318
internal_value=0 -43.8435 -9218.71 2354.72 3712.7 31341.4 63845 -4912.74 -17999.7 4803.38 10228.8 92407.4 129061 231569 98263.9 2427.55 2844.46 8162.01 3547.38 11765.5 -6102.69 -36202.1 83669.4 22319.5 62601.3 17072.5 -5883.88 28563.6 54462 124136
internal_weight=0 4.23923e+06 11167 78932 66505 2956 1165 12427 5295 7132 6314 778 466 132 369 63549 62940 24603 18555 10021 8534 1508 91 6048 697 5351 1785 3566 1436 405
internal_count=4318164 4239232 11167 78932 66505 2956 1165 12427 5295 7132 6314 778 466 132 369 63549 62940 24603 18555 10021 8534 1508 91 6048 697 5351 1785 3566 1436 405
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=5 1 1 1 2 3 1 1 2 3 2 3 4 6 1 3 0 0 1 1 5 5 1 0 3 5 5 0 1 1
split_gain=4.34584e+13 1.69761e+14 2.57918e+14 1.03113e+14 2.12803e+14 3.26736e+14 9.16171e+13 1.79986e+14 9.63936e+13 8.31445e+13 8.67805e+13 8.13314e+13 7.91158e+13 9.74159e+13 1.406e+14 1.15645e+14 1.31318e+14 2.04119e+14 4.18978e+14 1.76591e+14 1.50463e+14 1.21973e+14 1.2046e+14 1.06285e+14 1.00991e+14 1.75329e+14 9.13191e+13 1.61716e+14 9.06557e+13 9.45088e+13
threshold=177.02500000000003 20.507360500000004 30.259484550000003 83.026705000000007 4.5000000000000009 13.500000000000002 82.981501350000016 82.966612450000014 9.5000000000000018 4.5000000000000009 4.5000000000000009 8.5000000000000018 4.5000000000000009 1.5000000000000002 30.451272450000005 4.5000000000000009 56.093493200000005 54.978840000000005 37.889331900000009 82.871296800000025 91.050000000000011 81.00500000000001 37.098288800000006 45.03656895000001 14.500000000000002 132.05000000000004 103.45000000000002 54.920670650000005 30.451272450000005 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 9 6 5 -5 7 -4 -9 -3 11 -11 -1 14 -14 23 17 26 20 -20 -19 -18 -22 -15 -23 -26 -17 -28 -25 -30
right_child=1 2 3 4 -6 -7 -8 8 -10 10 -12 -13 13 15 -16 16 21 18 19 -21 22 24 -24 28 25 -27 27 -29 29 -31
leaf_value=7.4958222685761031 160030.91212565106 -22767.079035703598 11137.132136049546 -47901.990737939857 39724.395924231656 -441802.23977272725 68072.270662811396 -22255.554062499999 -314268.02091346157 -152619.18740985577 -62806.542221467396 -383674.98968750006 118346.9821081913 68855.046805320002 6622.9792673150705 -1556.4144591920042 31153.985425581108 -17530.831938825337 -43345.603999842191 18988.189824579549 -107610.32239583333 -31286.661531003789 122097.05851247413 42241.38290212283 -147150.68423118783 8981.383541434152 -31190.69561071528 -153693.9432583513 -95284.509135088592 -2862.3334648869509
leaf_weight=4298692 72 62 7135 492 314 22 281 20 26 39 46 25 132 281 768 1003 283 112 823 1015 24 2708 468 389 201 112 1517 116 127 859
leaf_count=4298692 72 62 7135 492 314 22 281 20 26 39 46 25 132 281 768 1003 283 112 823 1015 24 2708 468 389 201 112 1517 116 127 859
internal_value=0 7129.04 5828.06 8342.79 -25137.6 -64761.5 12057.8 9865.95 -187306 -115376 -167574 -242875 -14.1171 -8508.09 23009.2 -11333.9 -16104.8 -6008.46 14821.8 -8922.97 87078.3 -31622 110892 12814.2 -37502.7 -91282.3 -25305.7 -39892.7 1361.47 -14766.6
internal_weight=0 8534 8462 8290 828 514 7462 7181 46 172 110 64 4.30963e+06 10938 900 10038 8382 5078 2442 1838 604 3304 492 1656 3021 313 2636 1633 1375 986
internal_count=4318164 8534 8462 8290 828 514 7462 7181 46 172 110 64 4309630 10938 900 10038 8382 5078 2442 1838 604 3304 492 1656 3021 313 2636 1633 1375 986
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=1 0 5 0 5 1 0 0 0 0 1 0 0 1 1 6 5 1 4 0 0 3 5 5 3 1 4 5 0 5
split_gain=4.33607e+13 2.3327e+14 2.14792e+14 2.12345e+14 1.8919e+14 1.87245e+14 2.80203e+14 4.57969e+14 4.40796e+14 3.10181e+14 2.67298e+14 4.04418e+14 2.60197e+14 1.81851e+14 1.42357e+14 1.36474e+14 1.34168e+14 1.32214e+14 1.27234e+14 3.14775e+14 1.65087e+14 1.2723e+14 1.32235e+14 1.25239e+14 1.16082e+14 1.13797e+14 1.03284e+14 1.14934e+14 1.03165e+14 1.02312e+14
threshold=91.398302750000013 56.093493200000005 82.00500000000001 58.049540950000008 101.05000000000001 84.920232800000022 56.367862600000002 56.635684300000008 55.455204450000004 56.197733450000008 86.067573200000012 52.056565900000003 55.141517900000004 86.192907650000009 114.17164950000002 1.5000000000000002 89.00500000000001 91.910414550000013 3.5000000000000004 50.565831500000009 51.83362145000001 13.500000000000002 79.730000000000018 76.00500000000001 6.5000000000000009 86.192907650000009 2.5000000000000004 87.395000000000024 50.565831500000009 45.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 29 23 18 -1 8 21 10 16 11 -7 25 24 -5 -6 -10 -17 19 -4 -21 22 -8 -3 -14 -12 27 -22 -20 -2
right_child=1 3 4 14 15 6 7 -9 9 -11 12 -13 13 -15 -16 17 -18 -19 28 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.382915935383414 -996.196325460926 -10428.561847577623 166268.69000420393 -19758.868474548504 -46839.950806238783 35455.258651178097 59004.51410503115 -21416.032300834278 -52706.460274535166 -2593.056744323173 -74633.848454312625 -24337.345296750387 18920.479520198238 65438.996967654763 14930.671608687291 -54549.723765889838 -204922.44194915256 16391.943530644738 -82450.484999359644 -70923.114693670403 44705.321377049819 7196.9346253945541 162106.57244819973 -39406.082028187142 -561.09027292186784 -9168.7298714852641 43731.782916031079 -60583.576531323364 13351.960881466395 5151.3860810852311
leaf_weight=4133765 49734 15525 187 1508 531 1275 1262 1402 3125 1697 273 10029 5438 576 5489 295 59 2400 122 146 202 434 138 1650 6990 9702 3156 213 1429 59412
leaf_count=4133765 49734 15525 187 1508 531 1275 1262 1402 3125 1697 273 10029 5438 576 5489 295 59 2400 122 146 202 434 138 1650 6990 9702 3156 213 1429 59412
internal_value=0 1718.48 3554.26 -7230.08 18693.5 -58.4322 -6670.03 21610.8 -9006.79 -37123.2 -5003.75 -17593.2 1189.36 10509.1 7454.35 -503.26 -55527 8626.53 30046.2 39672.4 33303.4 54502.7 69167.4 -13212.4 7963.27 -10960.4 37564.7 -9334.52 5816.24 2350.15
internal_weight=0 141999 117827 24172 8681 4.17616e+06 42400 3236 39164 4881 34283 11304 22979 13004 6997 3226 3184 2695 5455 3904 3717 1834 1400 17175 12428 9975 3571 415 1551 109146
internal_count=4318164 141999 117827 24172 8681 4176165 42400 3236 39164 4881 34283 11304 22979 13004 6997 3226 3184 2695 5455 3904 3717 1834 1400 17175 12428 9975 3571 415 1551 109146
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=3 1 1 3 0 0 5 0 0 0 1 1 0 0 0 0 1 0 0 0 3 1 5 5 0 5 0 0 1 5
split_gain=4.34559e+13 4.13169e+14 4.52305e+14 1.57041e+15 8.50084e+14 6.95841e+14 6.46926e+14 4.98004e+14 8.92469e+14 9.04352e+14 1.18906e+15 6.16657e+14 5.15144e+14 6.04564e+14 4.76757e+14 1.11838e+15 1.41807e+15 1.11441e+15 1.54786e+15 1.81574e+15 1.37645e+15 1.33996e+15 8.5396e+14 6.72318e+14 6.00259e+14 5.5053e+14 5.4266e+14 6.92886e+14 4.72605e+14 7.96249e+14
threshold=18.500000000000004 37.777459000000007 37.417247200000006 20.500000000000004 55.576287050000012 55.87722990000001 56.835000000000008 55.576287050000012 55.619594000000006 55.628356700000005 37.457850350000008 37.559851850000008 55.820531900000013 55.664473600000008 55.657530000000008 55.719391050000006 37.328003200000005 55.806974650000008 55.885524800000006 55.86787755000001 25.500000000000004 37.314272700000011 63.005000000000003 52.990000000000002 55.664473600000008 59.510000000000012 55.120365700000008 55.576287050000012 37.66934650000001 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 -4 6 -6 -5 11 -10 12 -9 13 -11 26 16 -16 20 19 22 25 -20 -19 -21 -18 -17 -2 -28 -12 -30
right_child=1 -3 3 7 5 -7 -8 8 9 10 28 -13 -14 -15 15 17 24 18 21 23 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=127.51360398785057 -11981.297769868897 -3131.8353029378563 -12910.905298307203 -14818.257876625212 38720.949976838776 -11531.38491430664 92006.9324464284 -40800.831724824682 -50463.195282483299 24646.168749614466 8720.3428835570503 65983.59949938007 14923.062713623842 113483.00726125819 -16802.5608833935 65779.230226281521 -21190.806466206468 102.43176409905557 -162.90733427053564 -61035.783509724344 -8064.8752941619186 90416.054115620878 -59905.557161322984 -162785.39577262488 -162664.32446977019 166472.7966893921 137015.24792758285 23937.494730950468 -13376.095140856325 64050.004884816641
leaf_weight=3717520 4292 334099 2515 13885 5242 1500 4030 635 3016 1314 37083 3645 2397 1837 4845 1690 404 8383 123948 1372 2394 1655 3307 1233 1164 800 580 8246 23726 1407
leaf_count=3717520 4292 334099 2515 13885 5242 1500 4030 635 3016 1314 37083 3645 2397 1837 4845 1690 404 8383 123948 1372 2394 1655 3307 1233 1164 800 580 8246 23726 1407
internal_value=0 -789.21 2147.14 7369.57 39436.7 51658.6 61881.3 2579.24 5797.52 3116.14 5500.82 50140.6 49860.1 76437.1 -1102.15 -2688.79 -43553.8 -878.701 -2517.96 -33697.4 46076.5 1030.6 -16873.3 -109196 -126213 98130.6 17185.1 31368.4 1545.16 -9041.61
internal_weight=0 600644 266545 102232 13287 10772 9272 88945 75060 70780 67764 4280 5548 3151 164313 151195 6413 144782 139898 14295 4884 125603 11690 2605 1568 2490 13118 8826 62216 25133
internal_count=4318164 600644 266545 102232 13287 10772 9272 88945 75060 70780 67764 4280 5548 3151 164313 151195 6413 144782 139898 14295 4884 125603 11690 2605 1568 2490 13118 8826 62216 25133
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 5 3 0 6 0 5 1 1 1 0 1 0 0 5 0 5 5 0 0 1 0 0 5 1
split_gain=4.50876e+13 7.75585e+14 7.72704e+14 1.42262e+15 6.19844e+14 7.67012e+14 5.39518e+14 5.06941e+14 4.54326e+14 5.20653e+14 7.38215e+14 5.74435e+14 5.66719e+14 4.49455e+14 1.0403e+15 9.72245e+14 9.02913e+14 8.92729e+14 9.24243e+14 7.77222e+14 7.43847e+14 8.13819e+14 5.37791e+14 5.18682e+14 7.49152e+14 4.86952e+14 7.77931e+14 9.56733e+14 8.07971e+14 6.26862e+14
threshold=48.712293450000011 50.227799100000006 49.964253350000007 55.388132500000005 47.282206100000003 46.672631750000008 100.05000000000001 12.500000000000002 53.310923100000004 1.5000000000000002 53.145783300000012 60.005000000000003 50.158868250000005 55.912026600000011 56.249874400000003 54.648549400000007 60.479177250000006 56.758269450000007 56.831297550000009 97.050000000000011 54.762542150000009 55.005000000000003 67.00500000000001 56.838612000000005 55.769960200000007 60.648383500000008 56.863241500000008 56.802385350000009 53.005000000000003 65.480823400000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7 -5 9 -4 -11 -12 -13 19 15 -15 17 22 -19 23 21 -17 -16 24 -3 26 27 -18 -29 -27
right_child=1 13 8 7 5 6 -8 -9 -10 10 11 12 -14 14 16 20 25 18 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=12.330746433685551 -31729.32983284886 -4669.443291568623 -143.60217042654602 10697.687831112846 4936.6250906277719 -14387.413912270062 -92036.526278277393 -2468.0906467716595 -23478.954790971347 -8945.9077312892914 26239.57079123583 92875.385668188916 34723.614870861275 -18486.983957964541 -22616.650079572722 15874.650338965859 -767.65519436897875 39630.525331812009 -8346.0464891490901 -53638.357595258465 7667.576791671243 53669.373918666264 -72375.085880062936 4066.3147053713019 -27891.738430868252 -6137.8416759311813 -6610.7513477531647 8341.7057632263113 34697.650688023554 472.26220305718056
leaf_weight=2308141 10636 85099 7299 87450 26958 53621 910 43941 2222 4009 13712 3147 3585 8858 19718 14620 35205 4464 39956 3274 34516 9335 2441 48971 16602 163189 32524 24073 22506 1187182
leaf_count=2308141 10636 85099 7299 87450 26958 53621 910 43941 2222 4009 13712 3147 3585 8858 19718 14620 35205 4464 39956 3274 34516 9335 2441 48971 16602 163189 32524 24073 22506 1187182
internal_value=0 359.692 6687.84 3447.16 -290.287 -8861.8 -15683.2 6294.67 20235.4 23294.5 30290.6 37984.7 61907.8 -275.823 221.142 12386.7 -313.776 -11703.2 -3524.63 -5436.35 17063.9 30602.8 -28098 -4388.95 -8460.33 203.946 6470.95 11673.3 21076.3 -326.553
internal_weight=0 1.92853e+06 176001 142027 2.38963e+06 81489 54531 131391 33974 31752 24453 20444 6732 1.75253e+06 1.59859e+06 67329 1.53126e+06 66579 44420 153946 58471 23955 22159 150672 101701 1.46468e+06 114308 81784 46579 1.35037e+06
internal_count=4318164 1928534 176001 142027 2389630 81489 54531 131391 33974 31752 24453 20444 6732 1752533 1598587 67329 1531258 66579 44420 153946 58471 23955 22159 150672 101701 1464679 114308 81784 46579 1350371
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=3 3 6 0 0 4 5 0 1 3 3 1 4 1 0 3 0 1 1 1 0 1 5 2 3 1 0 1 1 0
split_gain=4.92938e+13 3.14923e+14 6.30403e+14 5.91567e+14 1.25244e+15 4.43292e+14 4.72751e+14 1.28716e+15 7.74347e+14 4.38308e+14 4.03359e+14 4.01655e+14 3.9587e+14 3.45147e+14 3.64403e+14 4.48671e+14 3.00025e+14 6.30555e+14 6.30428e+14 5.72272e+14 4.37646e+14 5.11287e+14 3.52485e+14 2.81638e+14 3.75613e+14 7.85102e+14 5.47945e+14 3.66675e+14 2.93659e+14 4.49861e+14
threshold=10.500000000000002 12.500000000000002 1.5000000000000002 60.042666650000008 60.017447350000005 2.5000000000000004 72.705000000000013 59.863160500000006 30.332994000000003 13.500000000000002 11.500000000000002 82.907204800000002 1.5000000000000002 38.633372000000001 55.576287050000012 11.500000000000002 55.885524800000006 37.832345550000007 38.233559750000005 37.914142000000005 56.054485600000007 37.767735350000002 60.005000000000003 9.5000000000000018 9.5000000000000018 82.95335685000002 55.034903650000011 37.098288800000006 82.957885500000017 54.943649450000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 4 5 -2 7 -7 -9 -3 -10 -8 -6 14 -4 -16 17 -17 20 -19 21 22 -18 24 -1 27 28 -26 29 -27
right_child=1 9 13 -5 12 6 11 8 10 -11 -12 -13 -14 -15 15 16 18 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-264.43020112210297 -383.68984274167792 9773.6838398443633 15833.597862016875 -43734.734696473039 46662.086657964217 22503.308098087626 4463.5838292683902 70150.286693247413 436765.44071969698 -269.653106465912 104700.64928523937 81323.135391129035 139916.01093463128 -13738.267893266602 22261.945234065977 -23869.909048771668 28327.81168078892 90564.999648914614 356990.47489636485 -12827.683178801961 -9452.5735450168722 -17382.812653503421 105608.02425194232 -5607.0110084146745 -3341.2065205135013 47658.500925186854 16728.278143775879 8124.6218625637193 -736.60538364019385 -36627.378221397514
leaf_weight=1938223 39056 44829 8769 2398 1028 1094 5542 157 165 1416042 47 775 817 61366 4914 19085 1891 962 49 1207 16904 1695 858 79323 31717 738 18131 231242 384679 4461
leaf_count=1938223 39056 44829 8769 2398 1028 1094 5542 157 165 1416042 47 775 817 61366 4914 19085 1891 962 49 1207 16904 1695 858 79323 31717 738 18131 231242 384679 4461
internal_value=0 -433.966 -4523.76 4753.44 7141.94 3958.42 25756 76978.4 238485 38.5416 363147 13893.1 87956.6 -8549.85 -2897.98 -6351.3 -9647.95 -18063.3 -1288.88 33029.3 -2111.23 25813.6 52448 263.049 441.507 2480.75 -265.384 6741.66 -1055.66 -24663
internal_weight=0 1.62965e+06 168779 51079 48681 46836 7780 1463 369 1.46087e+06 212 6317 1845 117700 56334 47565 42651 21254 21397 2169 21348 4444 2749 2.68851e+06 2.60919e+06 670968 408009 262959 389878 5199
internal_count=4318164 1629650 168779 51079 48681 46836 7780 1463 369 1460871 212 6317 1845 117700 56334 47565 42651 21254 21397 2169 21348 4444 2749 2688514 2609191 670968 408009 262959 389878 5199
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=1 0 1 6 3 4 0 0 3 3 1 3 5 3 3 2 3 0 3 0 5 0 0 0 0 1 5 0 0 1
split_gain=4.6166e+13 2.30204e+14 2.1963e+14 4.78795e+14 8.06952e+14 5.92047e+14 5.00038e+14 7.44223e+14 9.7421e+14 8.15275e+14 4.62584e+14 4.53966e+14 3.95302e+14 3.81953e+14 2.88845e+14 8.17045e+14 5.19796e+14 4.64893e+14 4.63954e+14 3.87846e+14 3.62987e+14 2.92937e+14 3.83492e+14 2.85476e+14 4.77179e+14 2.78658e+14 3.63423e+14 2.59177e+14 1.31074e+15 2.0461e+15
threshold=30.305955500000003 54.648549400000007 30.346469350000003 1.5000000000000002 4.5000000000000009 3.5000000000000004 59.904813200000007 59.916647550000008 20.500000000000004 7.5000000000000009 30.315880100000005 13.500000000000002 61.845000000000006 16.500000000000004 13.500000000000002 5.5000000000000009 17.500000000000004 60.029906750000002 26.500000000000004 60.042666650000008 56.505000000000003 59.932719750000011 59.904813200000007 59.882016200000002 59.853570100000006 30.323743050000001 66.990000000000023 59.950068600000009 59.896318000000008 30.468306550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 14 11 8 9 12 -11 -5 -8 25 15 23 20 18 -18 -19 -16 22 -22 24 -6 -13 -27 28 -4 -30
right_child=2 -3 27 6 5 -7 7 -9 -10 10 -12 13 -14 -15 16 -17 17 19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-125018.40726924544 -111234.69604829268 -1492.6004607348789 -78.504478666693871 10106.198862847046 -2544.8863760825175 99490.797926454281 -4978.4182869251472 12047.612592590775 -161815.43863891382 -10680.486414298593 133629.18596287037 147976.91781664916 -118611.14477666683 36322.987185327955 -11682.980417148117 30197.625313470402 15117.537851041861 -277566.80850022007 -61228.370226270847 -37932.646258418317 -25208.272685894059 -70681.65940396997 204272.57985777245 -15311.740614361406 156997.95189050573 29914.770443572768 240097.39255319152 -4388.0338924424723 36240.959148268055 -8604.2046246012487
leaf_weight=151 660 172872 3890676 5659 659 592 571 19832 557 455 434 589 660 4963 6603 8948 11908 71 853 1386 1097 2457 78 10120 262 659 94 132349 24599 17350
leaf_count=151 660 172872 3890676 5659 659 592 571 19832 557 455 434 589 660 4963 6603 8948 11908 71 853 1386 1097 2457 78 10120 262 659 94 132349 24599 17350
internal_value=0 -1600.4 66.8027 5250.11 -1462.43 146.348 14147.6 5367.03 -44124.7 -13203.1 59769.9 30667.3 -65902.5 49121.7 -1176.99 7739.75 -8465.95 3904.2 10014.2 -49610.1 -25650 -51042.1 -9974.65 -10460.9 42840.8 96454.1 56152.7 -35.4194 111.064 17693.1
internal_weight=0 173023 4.14514e+06 80167 45694 45034 34473 22509 2677 2120 889 11964 1231 6305 44442 19989 24453 14218 12761 1457 10235 3632 1175 11041 921 1342 753 4.06497e+06 3.93262e+06 41949
internal_count=4318164 173023 4145141 80167 45694 45034 34473 22509 2677 2120 889 11964 1231 6305 44442 19989 24453 14218 12761 1457 10235 3632 1175 11041 921 1342 753 4064974 3932625 41949
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 3 0 0 0 0 0 1 6 1 5 1 1 1 0 0 1 1 0 1 3 5 1 3 3 0
split_gain=4.37258e+13 3.46757e+14 3.87049e+14 1.30093e+15 8.82391e+14 1.51378e+15 4.77957e+14 5.21616e+14 4.21768e+14 9.15514e+14 5.63058e+14 5.28479e+14 8.8666e+14 5.27172e+14 7.6609e+14 4.14361e+14 3.6374e+14 4.84159e+14 4.90489e+14 4.314e+14 4.94445e+14 3.50997e+14 3.59522e+14 3.46394e+14 3.4578e+14 3.31292e+14 3.06329e+14 2.92767e+14 2.89887e+14 2.83413e+14
threshold=18.500000000000004 37.832345550000007 20.500000000000004 37.436176200000013 37.475443250000005 19.500000000000004 55.899899800000007 55.86787755000001 55.576287050000012 55.769960200000007 55.762622900000004 37.503486000000002 1.5000000000000002 37.597123000000003 53.385000000000012 37.66934650000001 30.259484550000003 30.362552800000003 59.950068600000009 55.734663800000007 37.39371280000001 37.362912300000012 44.732363600000006 30.226173900000003 19.500000000000004 65.045000000000016 37.516458750000005 20.500000000000004 19.500000000000004 55.68356880000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 5 -5 7 -7 -6 10 11 12 -10 24 -15 -16 23 -18 19 20 21 22 -19 -2 -11 26 -13 29 -21 -3
right_child=1 27 -4 4 8 6 -8 -9 9 13 -12 25 -14 14 15 -17 17 18 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=127.90902129183328 -2856.2060009515199 -11745.710011181583 191.62819372706213 -72824.038021456348 464.82552135100377 213238.64812369249 25248.338661595397 462758.77383418125 399997.36041666666 13289.785979567749 269121.58960791345 -9659.6436091071282 -101631.96046262256 -8447.2689524283196 117987.78346042969 -2360.2824751779399 30706.576070318362 258752.54191246812 -28706.815635247443 54647.803763133932 -107537.34517427257 73722.989625757895 -13642.02384874806 -43700.263236388797 -60223.529337929067 113850.17848457641 64845.222238219314 -1026.0021628813245 6759.8873651500107 -694.07340645034924
leaf_weight=3717520 5467 60934 226555 209 3543 239 76 129 114 1496 147 751 51 1516 1250 371 5707 49 5119 2462 479 556 4347 3348 1118 931 2081 231526 2598 37475
leaf_count=3717520 5467 60934 226555 209 3543 239 76 129 114 1496 147 751 51 1516 1250 371 5707 49 5119 2462 479 556 4347 3348 1118 931 2081 231526 2598 37475
internal_value=0 -791.658 1860.91 10426 35588.4 149094 253556 300706 30044.3 40709.9 76971.9 69780.9 244948 15015.6 42653.2 90443.6 -1283.33 5781.95 -3330.46 9051.73 -10521.7 -1137.52 -10605.8 -18369.1 -18151.6 62100.2 45087.8 -2968.07 30060.3 -7537.15
internal_weight=0 600644 270709 44154 14022 653 444 368 13369 9826 4075 3928 165 5751 3137 1621 30132 21317 15610 10491 5431 4952 4396 8815 2614 3763 2832 329935 5060 98409
internal_count=4318164 600644 270709 44154 14022 653 444 368 13369 9826 4075 3928 165 5751 3137 1621 30132 21317 15610 10491 5431 4952 4396 8815 2614 3763 2832 329935 5060 98409
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 0 0 0 1 0 5 0 1 0 0 1 0 6 0 5 0 1 0 1 3 5 0 1 0 0
split_gain=4.54227e+13 7.04516e+14 8.97591e+14 6.63005e+14 6.24646e+14 6.12141e+14 5.82605e+14 9.21714e+14 4.92288e+14 5.03562e+14 4.91474e+14 4.60155e+14 4.27913e+14 1.05424e+15 1.84816e+15 1.37938e+15 1.55705e+15 1.82212e+15 1.0534e+15 1.24327e+15 1.15353e+15 1.3324e+15 1.2559e+15 1.37536e+15 8.88586e+14 8.76528e+14 8.40659e+14 7.78775e+14 1.31157e+15 1.36337e+15
threshold=37.516458750000005 37.582182450000005 55.518428350000008 58.305000000000007 55.806974650000008 55.860536450000005 56.197733450000008 55.899899800000007 37.533784800000006 55.885524800000006 65.50500000000001 55.535913550000011 37.39371280000001 55.86787755000001 55.899899800000007 37.436176200000013 55.87722990000001 1.5000000000000002 55.812836050000008 73.995000000000019 55.777112100000004 37.457850350000008 55.734663800000007 37.457850350000008 16.500000000000004 69.015000000000015 55.993277250000013 37.475443250000005 55.455204450000004 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 11 10 7 8 -7 -10 -6 -5 -1 18 15 -15 17 -17 20 -20 22 24 27 -24 -22 -23 -16 -14 -29 -30
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12 -13 13 14 26 16 -18 -19 19 -21 21 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=318.29628737640314 -11549.442700892523 -42.866340303704256 8416.9945213159899 227119.21047099345 -104589.08586119716 -65764.882174007042 -19105.837268716557 134921.57847482921 14053.999530020712 90548.047824240115 3627.4941829713157 49189.255385341559 -13522.747677621988 -89267.406202112339 24221.224437734887 360595.71261513163 -55687.492092360502 27090.590178615934 15962.256047799436 122602.16008680557 -6662.9717533757139 -79260.134864770167 83332.545585553584 133.81136537006157 163135.23483931311 18441.115352445515 -25027.8841286143 -26834.513897740657 43758.545668416278 -12706.396988695753
leaf_weight=650275 14544 3481433 33902 148 686 524 2009 924 2844 1234 1081 8108 45223 5802 6710 190 2949 1189 8262 1260 1040 5161 3488 4617 438 1117 7169 7547 11473 6817
leaf_count=650275 14544 3481433 33902 148 686 524 2009 924 2844 1234 1081 8108 45223 5802 6710 190 2949 1189 8262 1260 1040 5161 3488 4617 438 1117 7169 7547 11473 6817
internal_value=0 151.175 10386 16585.6 32358 14588.5 27011.1 43777.2 25477 37201 -38385.3 52378.9 -695.816 -6170.62 -24921 -57396.6 -14671.6 73041.3 -1502.81 30073.4 -4961.91 -41766.3 -1356.1 35938.5 43656.1 -61876.8 -1217.7 -5609.87 8240.21 22713.1
internal_weight=0 3.54744e+06 66004 51460 17558 9302 7535 5526 4602 4078 1767 8256 770727 120452 24009 10130 4328 1379 96443 9522 86921 7756 79165 8105 1478 6278 13879 71060 25837 18290
internal_count=4318164 3547437 66004 51460 17558 9302 7535 5526 4602 4078 1767 8256 770727 120452 24009 10130 4328 1379 96443 9522 86921 7756 79165 8105 1478 6278 13879 71060 25837 18290
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=3 0 0 3 1 0 1 0 3 0 5 0 1 0 5 6 1 1 1 5 1 0 3 5 1 5 5 2 4 0
split_gain=4.76878e+13 1.42014e+14 1.76077e+14 3.37445e+14 2.8723e+14 2.32611e+14 1.86378e+14 1.73483e+14 2.03296e+14 3.60283e+14 2.86081e+14 2.45619e+14 2.40174e+14 1.56868e+14 1.2166e+14 1.48751e+14 1.18018e+14 1.16461e+14 5.26457e+14 1.281e+14 1.16411e+14 2.00684e+14 1.37901e+14 1.68889e+14 1.34119e+14 1.33426e+14 1.25535e+14 1.13233e+14 9.56033e+13 9.49234e+13
threshold=31.500000000000004 56.831297550000009 55.801980100000009 32.500000000000007 37.362912300000012 56.819808050000006 37.582182450000005 55.695992150000002 33.500000000000007 55.719391050000006 95.020000000000024 55.769960200000007 37.503486000000002 55.806974650000008 79.010000000000005 1.5000000000000002 37.275078000000001 37.542000650000013 37.39371280000001 36.515000000000008 37.533784800000006 55.87722990000001 38.500000000000007 79.010000000000005 37.475443250000005 74.610000000000014 63.455000000000005 21.500000000000004 3.5000000000000004 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 6 -4 16 9 10 -9 12 14 -8 15 -10 -2 18 -11 -19 21 24 -22 26 -6 -23 -24 -7 -18 -20
right_child=1 -3 3 4 20 27 13 8 11 17 -12 -13 -14 -15 -16 -17 28 19 29 -21 22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=25.290729647422829 227052.61256793479 -28308.681417289627 100051.76836457368 85952.24471800086 -149981.31727195947 120713.79633109177 100823.29489532768 -184378.71398915816 -34841.010852575237 -33594.021691542403 101020.4855182927 -72295.257411499028 79537.178967236905 6278.3227884052776 96706.986250398608 136183.35051136365 -887.79950110844459 19065.523117641638 98146.536865022761 -53136.486204494715 4905.1776481618699 -36685.912462660846 -37043.838390899749 115563.05279017857 50165.442901472619 -130496.35014088114 -154447.91361753404 341272.77759528882 145378.6603298611 318750.19940476189
leaf_weight=4293298 23 2253 371 365 37 79 206 245 675 1352 41 320 506 1185 98 55 6429 286 274 1745 6280 884 343 56 352 183 124 33 45 21
leaf_count=4293298 23 2253 371 365 37 79 206 245 675 1352 41 320 506 1185 98 55 6429 286 274 1745 6280 884 343 56 352 183 124 33 45 21
internal_value=0 -4366.63 -1981.21 7498.17 -859.371 45958.9 37076.4 -10195.4 -23064 -35351.8 -143465 6385.14 25259 20280 -7911.01 -21955.6 932.213 -26945 -7184.71 -42969.2 -4695.94 -30358.7 796.482 -48539.3 31128.3 -52775.2 -68217.5 185700 128.881 113851
internal_weight=0 24866 22613 10498 8624 1874 1762 12115 5618 3964 286 1654 1334 1391 828 730 6497 3678 1647 2031 8259 1456 6803 523 389 1067 467 112 6474 295
internal_count=4318164 24866 22613 10498 8624 1874 1762 12115 5618 3964 286 1654 1334 1391 828 730 6497 3678 1647 2031 8259 1456 6803 523 389 1067 467 112 6474 295
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=1 1 0 5 1 0 0 0 3 0 0 0 0 1 0 0 0 0 5 1 0 1 0 0 0 0 1 0 0 0
split_gain=4.73054e+13 5.18427e+14 5.07675e+14 5.26722e+14 9.05639e+14 3.64637e+14 4.1335e+14 3.50399e+14 4.29929e+14 3.33587e+14 3.19421e+14 8.3904e+14 1.03976e+15 4.11545e+14 3.11406e+14 2.80135e+14 4.14576e+14 4.6457e+14 2.65473e+14 2.42675e+14 9.35316e+14 1.50384e+15 1.57281e+15 1.49515e+15 1.04643e+15 1.38644e+15 1.52999e+15 1.28772e+15 9.95252e+14 9.64611e+14
threshold=36.546174950000008 30.578016350000002 45.254062050000009 74.010000000000005 35.911716050000003 61.674413550000004 59.863160500000006 55.455204450000004 11.500000000000002 59.939091550000008 59.609407350000005 59.820733200000006 59.932719750000011 34.359746700000009 54.484631300000011 55.388132500000005 55.674875350000008 55.695992150000002 40.905000000000008 37.39371280000001 55.885524800000006 37.362912300000012 55.899899800000007 55.657530000000008 55.299834250000011 55.535913550000011 37.275078000000001 55.628356700000005 55.745923000000012 55.701368300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 6 -5 14 -9 -8 13 -12 -13 -4 -6 -15 -17 -18 -14 20 23 -22 -23 24 -2 -26 -27 -28 29 -25
right_child=19 2 3 4 7 -7 9 8 -10 -11 11 12 18 15 -16 16 17 -19 -20 -21 21 22 -24 28 25 26 27 -29 -30 -31
leaf_value=362.53646765768417 616.57967808875719 20897.567776564367 -42824.272014315648 -61489.860527011566 -15004.823170561984 -22324.053999738047 -262457.401061752 -111621.55324487388 242093.8831330128 -108609.52803102972 41967.275911887606 -83469.240978787726 -17244.66643635985 1405.5867227834274 83562.159684088489 -58298.025514639565 121894.68582498301 -15275.243625700181 6607.7708544723473 -51.177041994772026 16641.830648111554 492360.63457207207 95945.560802227395 -12194.324238649149 58185.956623209109 -18874.158354058716 10730.235852143072 76572.321925987853 -3096.9339732365834 -60714.517695696006
leaf_weight=419387 60614 5164 4747 2260 521 1487 188 289 39 563 3929 1694 7264 10700 833 2367 253 10252 13047 3667889 22460 111 1018 9512 8289 10050 8862 4468 32709 7198
leaf_count=419387 60614 5164 4747 2260 521 1487 188 289 39 563 3929 1694 7264 10700 833 2367 253 10252 13047 3667889 22460 111 1018 9512 8289 10050 8862 4468 32709 7198
internal_value=0 -930.512 -9197.47 -11769.1 -39430.3 -62839.5 -82848.3 23170.5 -69563.9 -147123 -8618.18 -600.028 -8200.43 -15961 45635 -10551.3 -20490.5 -11971.7 -1922.78 117.731 3865.88 22302.8 134920 796.706 8313.64 23045.7 10587.3 32799.4 -13240.1 -33094.9
internal_weight=0 484984 65597 60433 6180 4498 3011 1682 328 751 54253 25934 22005 28319 1354 23572 12872 10505 20311 3.83318e+06 165291 23589 1129 141702 92283 31669 23380 13330 49419 16710
internal_count=4318164 484984 65597 60433 6180 4498 3011 1682 328 751 54253 25934 22005 28319 1354 23572 12872 10505 20311 3833180 165291 23589 1129 141702 92283 31669 23380 13330 49419 16710
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 5 0 1 0 1 0 1 0 1 1 0 3 0 1 1 0 5 0 1 0 5 0 0 1
split_gain=4.6796e+13 8.21137e+14 5.57284e+14 3.89224e+14 1.44891e+15 7.25849e+14 7.90728e+14 4.33818e+14 7.38908e+14 6.28351e+14 7.35213e+14 5.0777e+14 4.04784e+14 4.8308e+14 3.88581e+14 6.16284e+14 1.251e+15 8.14483e+14 7.85602e+14 4.82738e+14 6.76614e+14 7.51168e+14 6.88326e+14 5.9516e+14 1.17448e+15 1.08938e+15 5.12184e+14 4.49463e+14 4.85831e+14 4.35634e+14
threshold=39.614024000000008 44.226894250000008 39.739656000000004 56.121679000000007 56.054485600000007 92.896330950000007 70.50500000000001 55.784980300000008 48.712293450000011 55.193434200000006 41.900971000000006 55.299834250000011 65.58467570000002 58.242297500000006 65.520339550000017 61.284352600000013 57.106514900000001 11.500000000000002 57.265292900000006 39.899261850000009 39.826386800000009 57.60800230000001 47.815000000000005 56.911498950000002 43.574807850000006 57.60800230000001 104.75000000000001 56.876792350000009 57.945214300000011 60.08989780000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 -6 9 -9 -4 -11 -12 14 -14 15 17 -17 19 -18 20 -5 -22 -23 24 -21 -25 29 -19 -29 -27
right_child=2 -3 3 12 5 -7 -8 8 -10 10 11 -13 13 -15 -16 16 18 27 -20 23 21 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-36683.994146500874 6554.233425624956 -268.20268447232883 -209.58076498896003 513.70999908416695 -20857.895788917347 2620.7704794732449 -70345.370644653827 -20709.67225048508 7102.4784426498081 -91385.553544627095 -18332.534324459841 -3540.7442949326805 -9379.237541955712 12073.826135750123 11445.738998341842 -43604.844049054474 7254.3327292807262 570.27495369767405 -38894.786515635082 -28837.121436787536 7471.6927636579994 18031.50432859427 69096.59086074993 -20257.462533955433 9125.7486232995361 6764.7343178817791 -60677.28033979368 -20222.54117937792 823.8558993944248 -24891.327611493674
leaf_weight=6214 133863 1754705 1460073 14351 28891 11738 3635 10328 127236 1027 28958 116863 54644 12992 48917 8661 23287 92685 4383 8501 8814 4675 6063 24309 197073 74129 1209 26714 18608 4618
leaf_count=6214 133863 1754705 1460073 14351 28891 11738 3635 10328 127236 1027 28958 116863 54644 12992 48917 8661 23287 92685 4383 8501 8814 4675 6063 24309 197073 74129 1209 26714 18608 4618
internal_value=0 -396.708 273.173 -73.7805 -828.657 -18695.7 -26388.5 -375.303 5014.4 -836.701 -7072 -6478.19 2053.88 -5258.38 2926.15 2121.73 -10437.5 3068.88 -55.8078 5674.22 17003.1 29106.3 46864.4 4434.6 7555.89 -1719.49 3916.6 -3420.4 -11581.5 4908.31
internal_weight=0 1.76092e+06 2.55724e+06 2.42338e+06 1.78875e+06 44264 32526 1.74448e+06 137564 1.60692e+06 146848 145821 634633 67636 566997 518080 36331 481749 27670 343742 33903 19552 10738 309839 205574 104265 79956 138007 45322 78747
internal_count=4318164 1760919 2557245 2423382 1788749 44264 32526 1744485 137564 1606921 146848 145821 634633 67636 566997 518080 36331 481749 27670 343742 33903 19552 10738 309839 205574 104265 79956 138007 45322 78747
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=1 1 0 5 1 0 5 3 6 0 3 0 0 1 3 1 1 5 3 1 1 5 0 3 0 0 5 3 6 5
split_gain=4.51459e+13 7.19331e+14 5.09097e+14 3.99948e+14 3.99188e+14 5.74932e+14 6.24458e+14 3.64431e+14 3.29654e+14 6.12376e+14 2.79848e+14 2.71077e+14 2.61534e+14 4.10723e+14 3.65071e+14 6.49054e+14 2.86816e+14 2.60774e+14 2.57622e+14 2.46618e+14 1.14259e+15 7.06234e+14 4.42117e+14 3.79319e+14 4.53838e+14 5.65428e+14 5.07835e+14 5.38859e+14 3.88381e+14 3.70407e+14
threshold=49.073956850000009 49.201680550000006 57.945214300000011 72.705000000000013 47.282206100000003 55.860536450000005 67.990000000000023 10.500000000000002 1.5000000000000002 55.795550600000006 24.500000000000004 55.801980100000009 55.769960200000007 49.148175700000003 5.5000000000000009 49.111504200000006 49.148175700000003 97.050000000000011 10.500000000000002 49.964253350000007 50.227799100000006 97.050000000000011 55.734663800000007 22.500000000000004 53.145783300000012 53.310923100000004 60.005000000000003 11.500000000000002 1.5000000000000002 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 -6 18 -8 9 -2 11 -11 16 14 15 -14 -5 -15 -7 21 23 22 -3 24 -21 26 -26 29 -25 -28
right_child=1 19 -4 12 5 6 7 -9 -10 10 -12 -13 13 17 -16 -17 -18 -19 -20 20 -22 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=-22.94651136744832 -10507.027488595537 -20512.172833535722 127522.3369140625 -59174.715053846361 734.1475372472587 -6610.8724950980341 -33000.244993924905 -99752.179597955852 11354.316280274323 93396.020288250074 235132.79904436387 18099.112968516918 11593.183838856457 25627.035932483272 38123.278234345555 168648.69455898972 17403.739503948873 -35236.263206684715 -31147.956046278461 -7377.6178366340528 -193.09800838704746 -82990.978539640346 866.47088477328816 -22171.345813093991 22102.646176567789 -20226.312660187312 72808.428910479852 28096.453252247291 36647.863278992911 197072.35083310623
leaf_weight=2308141 18864 13445 366 649 51491 34391 6207 942 42418 595 70 2434 455 2092 4863 624 1985 1061 4887 4195 1752533 1194 34483 3984 14490 2189 3415 3880 1563 258
leaf_count=2308141 18864 13445 366 649 51491 34391 6207 942 42418 595 70 2434 455 2092 4863 624 1985 1061 4887 4195 1752533 1194 34483 3984 14490 2189 3415 3880 1563 258
internal_value=0 362.708 9865.22 9299.43 -288.245 -6541.92 -14611.6 -41795.9 6205.34 -3739.08 37458.3 32890 26283 34319 49798.9 102420 -1464.68 5146.24 -9663.8 -33.1859 159.015 -7023.31 -5130.77 18322.6 22990.2 28247.4 33061.2 54084.4 -5597.63 81537
internal_weight=0 1.9121e+06 76476 76110 2.40606e+06 97918 46427 7149 64381 21963 3099 3029 11729 9095 5942 1079 2634 3153 39278 1.83563e+06 1.78651e+06 49122 47928 33974 28427 24232 22043 7553 5547 3673
internal_count=4318164 1912105 76476 76110 2406059 97918 46427 7149 64381 21963 3099 3029 11729 9095 5942 1079 2634 3153 39278 1835629 1786507 49122 47928 33974 28427 24232 22043 7553 5547 3673
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 3 1 3 2 5 5 5 1 4 3 0 5 1 0 1 5 2 0 1 0 4 2 5 1 1
split_gain=4.74178e+13 9.9317e+13 8.21275e+14 3.96571e+14 4.80539e+14 3.20221e+14 3.31517e+14 5.17123e+14 3.76204e+14 3.22916e+14 4.40908e+14 2.83352e+14 4.61106e+14 3.2916e+14 2.72149e+14 3.94996e+14 3.16458e+14 2.24479e+14 2.23778e+14 3.91247e+14 2.21881e+14 2.17193e+14 2.9773e+14 3.1775e+14 3.65084e+14 2.00809e+14 1.9421e+14 1.87951e+14 1.86219e+14 1.76486e+14
threshold=102.01000000000001 54.484631300000011 53.340367100000002 54.736324100000012 28.619594500000002 4.5000000000000009 20.507360500000004 10.500000000000002 2.5000000000000004 161.85000000000002 112.04500000000002 125.85000000000001 20.507360500000004 4.5000000000000009 6.5000000000000009 53.145783300000012 125.85000000000001 35.911716050000003 53.719078300000007 83.761389800000003 137.05000000000004 4.5000000000000009 45.133160800000006 38.92948375000001 45.112033650000008 3.5000000000000004 2.5000000000000004 225.45000000000002 93.043229050000022 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 5 -5 11 8 -8 -7 10 -10 12 25 20 15 21 -17 -9 19 -4 -13 22 23 24 29 -3 -26 28 -23 -2
right_child=1 3 18 4 -6 6 7 17 9 -11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=53.184260901970781 45386.351900369067 215702.53826884922 -136772.35213654288 -108461.50085495943 -919.66127511107698 -121216.0197212838 127081.13079159039 -165475.83601217833 111193.68783118206 177948.2006712963 -46951.549849113093 -324861.06070376537 -62537.840078723668 96444.758432539689 2594.8658973471538 -14929.530858232823 171667.9032387645 28633.663080845949 -28285.589535972431 1286.0369786359263 -99092.847892680918 -69052.607525687679 -47055.505307535932 -12510.889723394765 123382.96713815791 1439.1938899253732 379524.2447311047 61939.545108376413 83662.748144531259 -97555.056640625
leaf_weight=4209727 634 126 801 418 69532 185 926 68 276 135 488 61 261 63 24332 171 194 481 685 276 152 1615 1938 4097 95 67 43 133 84 100
leaf_count=4209727 634 126 801 418 69532 185 926 68 276 135 488 61 261 63 24332 171 194 481 685 276 152 1615 1938 4097 95 67 43 133 84 100
internal_value=0 -2064.71 -6430.23 33.3137 -1562.3 33968.6 50634.1 81489.9 8648.66 35372.8 10179.5 -24452.1 24124.6 -104357 -2923.67 -17672.9 84248.3 4590.96 -72971.2 -101392 -163749 -21929.8 -13810.7 -844.586 53968.3 141321 203195 -52540.6 -61502.2 25912
internal_weight=0 108437 35198 73239 69950 3289 2559 1475 1084 899 764 730 454 276 33436 9104 365 549 1762 1077 213 8739 6907 4969 872 193 138 1832 1699 734
internal_count=4318164 108437 35198 73239 69950 3289 2559 1475 1084 899 764 730 454 276 33436 9104 365 549 1762 1077 213 8739 6907 4969 872 193 138 1832 1699 734
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=3 3 6 0 0 1 0 4 5 0 3 3 4 1 0 1 1 5 5 2 3 1 1 0 6 1 5 0 0 1
split_gain=4.10623e+13 2.63917e+14 4.95306e+14 4.71157e+14 1.02187e+15 3.84305e+14 8.98816e+14 3.58612e+14 3.72101e+14 1.10426e+15 5.53146e+14 3.39337e+14 3.27409e+14 3.25301e+14 3.24568e+14 3.07798e+14 2.72882e+14 2.83712e+14 2.68813e+14 2.62242e+14 4.07196e+14 3.1036e+14 7.71077e+14 5.69546e+14 4.98171e+14 4.88692e+14 7.79162e+14 6.29728e+14 4.8843e+14 4.59893e+14
threshold=10.500000000000002 12.500000000000002 1.5000000000000002 60.042666650000008 60.017447350000005 30.243224600000001 59.982527000000012 2.5000000000000004 72.705000000000013 59.863160500000006 11.500000000000002 13.500000000000002 2.5000000000000004 30.102666750000001 59.932719750000011 65.520339550000017 38.633372000000001 76.00500000000001 92.035000000000011 8.5000000000000018 8.5000000000000018 39.614024000000008 39.262370300000008 55.68356880000001 1.5000000000000002 39.899261850000009 56.005000000000003 44.732363600000006 56.367862600000002 38.058342000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 5 6 -2 -7 9 -9 14 -3 -6 -8 -11 -10 17 -4 -14 21 -21 22 24 -24 29 26 27 -23 -25 -1
right_child=1 11 16 -5 12 7 13 8 15 10 -12 -13 18 -15 -16 -17 -18 -19 -20 20 -22 25 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-11286.271798801848 -15855.672716640562 8602.2775042661215 -5269.6141639824618 -39189.757356038222 61319.327930731117 1235.9940305714197 51345.377126116073 20378.916716504536 4620.0780355880515 393206.44397865859 78338.838166839007 -234.70088768075217 316462.96618808177 -280688.22572307184 84545.435674055247 65938.989796301918 -12322.155384604113 16789.25196405311 109350.09296407498 -93310.261698788396 -2872.9095779603813 -14742.925626217802 -11897.233888859608 -119540.57724965469 293.59637326060295 752.39813901580396 17998.192224900686 5647.851586833086 -36336.711790582143 6844.2043089244517
leaf_weight=71035 1818 44829 49729 2398 1563 37219 35 1084 5159 164 153 1416042 94 188 43 973 61366 6605 188 499 218150 18345 12860 905 636558 1579155 43542 86842 3201 17422
leaf_count=71035 1818 44829 49729 2398 1563 37219 35 1084 5159 164 153 1416042 94 188 43 973 61366 6605 188 499 218150 18345 12860 905 636558 1579155 43542 86842 3201 17422
internal_value=0 -396.079 -4140.06 4083.21 6214.82 3339.23 -39097.5 5272.78 25104.5 70774.2 222520 36.4749 79212.7 -228575 329088 14349.9 -7708.76 -2683.28 178388 240.084 -3079.31 533.939 -1176.7 -22250.2 -683.558 1268.51 6748.44 2091.62 -54675.6 -7715.39
internal_weight=0 1.62965e+06 168779 51079 48681 46836 2041 44795 7576 1444 360 1.46087e+06 1845 223 207 6132 117700 56334 282 2.68851e+06 218649 2.46986e+06 741981 16966 725015 1.72788e+06 148729 105187 4106 88457
internal_count=4318164 1629650 168779 51079 48681 46836 2041 44795 7576 1444 360 1460871 1845 223 207 6132 117700 56334 282 2688514 218649 2469865 741981 16966 725015 1727884 148729 105187 4106 88457
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=2 3 4 3 1 5 0 0 1 0 5 1 1 5 0 1 3 5 0 4 5 1 0 0 0 1 0 3 1 6
split_gain=4.30562e+13 1.44178e+14 1.58575e+14 2.19358e+14 2.86574e+14 2.16774e+14 2.00702e+14 1.89231e+14 1.59126e+14 1.59043e+14 1.41606e+14 2.08162e+14 1.92727e+14 1.40902e+14 1.3196e+14 1.30892e+14 1.4354e+14 1.39462e+14 1.21858e+14 1.17215e+14 2.00294e+14 2.42828e+14 3.00273e+14 2.92649e+14 1.75062e+14 1.65343e+14 1.40641e+14 1.16605e+14 1.12583e+14 4.64584e+14
threshold=14.500000000000002 18.500000000000004 3.5000000000000004 24.500000000000004 37.314272700000011 73.405000000000015 60.003414000000006 60.003414000000006 30.102666750000001 55.826364100000013 76.00500000000001 82.902675200000019 37.582182450000005 177.02500000000003 44.039893800000009 30.160599000000001 23.500000000000004 60.905000000000008 47.272352350000006 2.5000000000000004 44.905000000000008 37.503486000000002 55.645049100000001 55.591389050000011 59.904813200000007 82.907204800000002 59.990816400000007 25.500000000000004 37.777459000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 5 7 6 19 9 8 -4 -5 11 12 -7 14 -12 16 17 -2 -14 -3 -21 24 23 25 -22 -23 -26 -6 29 -1
right_child=15 2 3 4 27 10 -8 -9 -10 -11 13 -13 18 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-4971.7283778904421 17145.689801735829 -1562.5839131350112 -184476.76484375002 90110.049702380958 -13095.590516587059 -3545.7052233102982 1412.9654401506696 118322.10700270555 27088.074260519803 -202487.61365094868 43325.27953442205 19718.300795832343 -14282.231625805502 -135875.78625753013 -6020.4370831563474 920.81207987807181 -24199.858623686905 74999.728389201788 -47415.576589204655 -75090.149345360478 51118.718088838228 3935.5089381891612 -13719.658489179172 143176.42495299966 -36566.573210539638 46812.167751359899 33306.136087093611 58714.362809141123 385.01424878809075 577.05188050289314
leaf_weight=210621 1177 293555 36 21 808 2664 112 232 2851 161 548 1182 1637 83 48941 335751 473 645 3448 285 2057 3324 5533 187 513 1233 657 314 2867016 532099
leaf_count=210621 1177 293555 36 21 808 2664 112 232 2851 161 548 1182 1637 83 48941 335751 473 645 3448 285 2057 3324 5533 187 513 1233 657 314 2867016 532099
internal_value=0 -92.0255 -1970.97 16613.6 -16027.5 -2201.35 -103911 31432.4 24449.9 -168726 -7780.61 -19371.6 -25334.2 -5692.36 -5474.02 1083.5 24884 37626.4 -36749.1 -1139.33 7871.36 9622.25 2108.02 20568.1 33552.7 15536.8 2669.64 7000.96 100.766 -996.475
internal_weight=0 3.98012e+06 370382 4535 1416 365847 294 3119 2887 182 58503 8931 7749 49572 49489 338046 2295 1822 5085 307344 13789 13504 10277 4744 3227 4557 1170 1122 3.60974e+06 742720
internal_count=4318164 3980118 370382 4535 1416 365847 294 3119 2887 182 58503 8931 7749 49572 49489 338046 2295 1822 5085 307344 13789 13504 10277 4744 3227 4557 1170 1122 3609736 742720
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 5 3 1 1 0 0 0 0 1 0 6 0 5 3 1 1 5 5 1 6 1 1 6 0 5
split_gain=4.35091e+13 7.22311e+14 4.94503e+14 4.09393e+14 3.32737e+14 5.25954e+14 3.79459e+14 3.30239e+14 4.68708e+14 7.10444e+14 8.1458e+14 2.12135e+15 1.16652e+15 2.49113e+15 7.76701e+14 8.56376e+14 7.59279e+14 7.27713e+14 6.27648e+14 6.08203e+14 5.95537e+14 5.25666e+14 4.84603e+14 4.63049e+14 4.53356e+14 4.35907e+14 4.33929e+14 5.02348e+14 4.56912e+14 3.94026e+14
threshold=82.970752000000019 82.964402850000013 54.947152850000002 1.5000000000000002 6.5000000000000009 112.04500000000002 25.500000000000004 82.95335685000002 82.902675200000019 55.07108800000001 55.013931500000005 55.025681450000008 55.02863030000001 82.91993380000001 55.034903650000011 1.5000000000000002 55.014170500000006 123.15000000000002 13.500000000000002 82.911991800000024 82.945329900000004 69.015000000000015 41.505000000000003 82.911991800000024 1.5000000000000002 82.926290250000008 82.91993380000001 1.5000000000000002 55.055104550000003 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -4 -6 8 -1 10 -10 16 13 18 15 21 -12 25 -13 29 23 -14 -21 -17 -18 -15 27 -16 -28 -11
right_child=-2 2 4 -5 6 -7 -8 -9 9 19 11 12 14 17 26 20 24 -19 -20 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-102.50439789408944 -750.76772252852595 10631.280995264353 -4725.7267349437489 -11611.016387275264 29014.347225937585 145742.38385632783 -32902.698233608477 -5130.9328365982046 -2413.7330669246589 21010.442015191988 236205.37130456348 210662.41120421528 118413.40340666292 -37072.69871315363 51218.559168566455 12181.888853661119 127732.12480731237 -117667.77063551683 723398.25240384624 2169.1342694009054 -107079.88085135844 351084.76605603448 -29712.313688813912 86410.528124153963 50697.610736694805 14205.147875868854 13642.898229742816 14177.465983605918 -12905.64274277111 149177.697824929
leaf_weight=3344916 654853 23403 6439 12802 21312 241 1038 123758 37626 2624 252 292 596 5971 4825 1751 865 897 26 8174 268 116 11441 1616 6540 2295 17477 15181 10305 264
leaf_count=3344916 654853 23403 6439 12802 21312 241 1038 123758 37626 2624 252 292 596 5971 4825 1751 865 897 26 8174 268 116 11441 1616 6540 2295 17477 15181 10305 264
internal_value=0 134.207 10562.7 2766.46 20285.8 702.838 26138.7 -54.8662 125.947 6031.2 9430.8 15864.2 9695.34 -22570 15563 56032.4 65505.3 -32119.2 252584 -10118.4 36388.6 156321 -16426.6 47808.1 59696.2 -22835.7 11881.7 23110.9 3795.42 32726.6
internal_weight=0 3.66331e+06 65235 36205 29030 6680 22350 3.59808e+06 3.47432e+06 129402 106899 69273 61616 9481 52135 4347 7657 9163 318 22503 3635 712 19615 3367 7405 8266 47788 20006 27782 2888
internal_count=4318164 3663311 65235 36205 29030 6680 22350 3598076 3474318 129402 106899 69273 61616 9481 52135 4347 7657 9163 318 22503 3635 712 19615 3367 7405 8266 47788 20006 27782 2888
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=5 5 5 0 3 3 1 5 1 1 1 6 0 4 0 4 0 3 4 1 0 1 0 1 3 4 0 1 0 1
split_gain=4.58156e+13 1.6684e+14 2.51685e+14 2.06736e+14 2.79229e+14 2.01084e+14 2.07624e+14 2.49457e+14 1.98418e+14 1.90579e+14 1.8246e+14 2.65482e+14 1.77359e+14 3.48722e+14 1.79474e+14 1.67691e+14 1.71882e+14 1.64623e+14 1.88754e+14 1.70786e+14 6.28143e+14 8.06348e+14 5.50694e+14 9.67418e+14 6.90009e+14 7.45607e+14 4.59254e+14 4.53134e+14 4.29428e+14 5.72503e+14
threshold=88.015000000000015 79.010000000000005 73.995000000000019 57.178027650000011 18.500000000000004 9.5000000000000018 38.950530550000003 86.02500000000002 30.278357500000002 83.015546400000019 20.507360500000004 1.5000000000000002 54.708501450000007 2.5000000000000004 54.725565150000001 3.5000000000000004 59.863160500000006 24.500000000000004 1.5000000000000002 37.832345550000007 55.885524800000006 30.502469200000004 55.769960200000007 37.417247200000006 6.5000000000000009 3.5000000000000004 55.860536450000005 37.998366300000008 56.009576300000013 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 8 6 15 -8 -5 -7 11 -4 -13 -14 -15 -3 -17 19 -19 20 22 -22 -2 24 -24 -26 -25 -21 29 -23
right_child=17 5 3 4 -6 9 7 -9 -10 -11 -12 12 13 14 -16 16 -18 18 -20 27 21 28 23 26 25 -27 -28 -29 -30 -31
leaf_value=86.497302040132084 8432.3505371162883 3628.2745388269141 -14780.954413765183 -40825.686766657156 9616.6829853172603 322.42385420289258 9080.617412791411 32764.911418321626 -13631.809947779613 19000.913834600433 -2930.4047899741563 -105677.38366642443 68051.600048706357 133209.79831081082 432034.56908735796 -9105.1359796806246 -66302.401383918783 54570.123228139506 -12451.106071338327 -34919.822394435163 1489.8008887672381 74230.709574049353 143351.65171423039 119529.47112207323 -81636.706384597128 73916.819219298879 42864.653331853566 -1457.040500622785 -69804.171813591165 -37925.752711967158
leaf_weight=3735837 22401 15218 466 3307 4322 149269 30268 5213 14222 5670 119273 43 401 37 44 2244 686 431 16793 4158 26498 588 242 1470 1107 427 1668 151203 2644 2014
leaf_count=3735837 22401 15218 466 3307 4322 149269 30268 5213 14222 5670 119273 43 401 37 44 2244 686 431 16793 4158 26498 588 242 1470 1107 427 1668 151203 2644 2014
internal_value=0 77.5516 -70.6306 -4201.12 -13149 2832.74 8110.45 12560.4 -18762.2 1005.96 -2575.36 40156.3 88919.7 106280 295534 -589.613 -22496.7 -1368.12 -10774 -612.557 3964.87 -5601.7 15082.6 45398.5 -13580.1 -38337.3 78778.4 -2352.62 -41421.5 -12580.6
internal_weight=0 4.08652e+06 3.87795e+06 142115 21851 208568 53629 35481 17529 154939 120264 991 525 482 81 18148 2930 231644 17224 214420 59059 31744 27315 4914 1776 1534 3138 155361 5246 2602
internal_count=4318164 4086520 3877952 142115 21851 208568 53629 35481 17529 154939 120264 991 525 482 81 18148 2930 231644 17224 214420 59059 31744 27315 4914 1776 1534 3138 155361 5246 2602
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=5 1 1 1 2 3 5 1 4 0 1 1 4 0 6 0 3 5 1 0 0 0 0 0 0 0 1 3 3 4
split_gain=4.1906e+13 1.21502e+14 2.0757e+14 8.08299e+13 1.68923e+14 2.45072e+14 7.55873e+13 3.18825e+14 4.19057e+14 4.41653e+14 3.49196e+14 2.51722e+14 2.52254e+14 3.34702e+14 2.21407e+14 2.71877e+14 2.04106e+14 1.81501e+14 1.75374e+14 1.44169e+14 1.43775e+14 3.80183e+14 1.56157e+14 1.72586e+14 6.33029e+14 3.57482e+14 3.07236e+14 2.90591e+14 2.83752e+14 2.08879e+14
threshold=177.02500000000003 20.507360500000004 30.259484550000003 83.026705000000007 4.5000000000000009 13.500000000000002 142.05000000000004 38.984911950000004 2.5000000000000004 51.636650050000007 39.080602550000002 38.975980350000007 3.5000000000000004 45.029420750000007 1.5000000000000002 54.708501450000007 11.500000000000002 150.04500000000004 39.007683500000006 58.242297500000006 56.819808050000006 56.831297550000009 56.028355650000009 55.017213950000006 55.046835900000012 54.99493995000001 49.073956850000009 9.5000000000000018 8.5000000000000018 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 -1 11 9 -9 18 12 13 -8 15 -15 -13 -16 -10 20 22 -22 23 25 27 -12 -26 -25 -28 -27
right_child=1 2 3 4 -6 -7 7 8 10 -11 19 16 -14 14 17 -17 -18 -19 -20 -21 21 -23 -24 24 26 29 28 -29 -30 -31
leaf_value=8.4304242143092356 136356.13001030817 -102832.43173714571 11445.122287453534 -42188.764573011948 36302.109889396139 -383330.54659090913 87144.224222557707 -68086.518646918397 -22126.964442777316 182000.24013001687 -21895.900833074022 292595.83028017241 32133.331001809602 185135.56161265433 -26897.578312982074 -55363.702542550222 -44588.018750000003 -124352.29917149698 -155181.77984517414 -133596.77345224057 138511.88258531693 -8114.2454139998636 -60059.61115410825 283330.91168695496 -290968.14946646342 -216240.52960685483 35227.04055229557 75127.839450073239 -49847.086388103271 12139.127025462964
leaf_weight=4297453 72 172 7462 492 314 22 218 108 151 204 2950 58 2327 81 393 112 26 372 288 106 203 1372 963 86 41 155 681 304 924 54
leaf_count=4297453 72 172 7462 492 314 22 218 108 151 204 2950 58 2327 81 393 112 26 372 288 106 203 1372 963 86 41 155 681 304 924 54
internal_value=0 7000.55 5899.91 8155.88 -21487.1 -56790.2 -13.8626 -7881.42 -18337.7 95431.7 -22625.7 17158.7 13056.6 -24691.4 -50140.5 45571.2 188229 -74287.3 -109416 -17765.2 -16177.5 10784.2 -23073.3 -16217.2 6486.51 -30849.9 -20655.4 121039 -13750.2 -157233
internal_weight=0 8534 8462 8290 828 514 4.30963e+06 12177 8590 312 8278 3587 3503 1176 958 193 84 765 439 7839 7733 1575 6158 5195 2036 3159 1646 390 1605 209
internal_count=4318164 8534 8462 8290 828 514 4309630 12177 8590 312 8278 3587 3503 1176 958 193 84 765 439 7839 7733 1575 6158 5195 2036 3159 1646 390 1605 209
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=5 2 0 4 5 3 3 5 0 1 1 1 5 3 0 0 1 1 0 0 1 1 1 5 4 1 6 0 1 1
split_gain=4.03231e+13 6.47237e+13 6.52593e+13 5.1863e+13 2.17816e+14 4.13882e+14 3.09254e+14 2.90838e+14 2.49021e+14 5.14715e+14 2.00202e+14 2.98006e+14 2.6319e+14 9.01557e+14 2.59479e+14 3.17958e+14 5.84906e+14 6.14578e+14 1.19245e+15 5.42495e+14 6.35487e+14 7.22189e+14 5.59205e+14 5.11821e+14 5.80704e+14 5.07625e+14 7.57401e+14 5.03833e+14 6.40246e+14 8.47038e+14
threshold=20.010000000000002 8.5000000000000018 43.592450450000008 1.5000000000000002 72.010000000000005 5.5000000000000009 24.500000000000004 225.45000000000002 55.025681450000008 82.964402850000013 30.451272450000005 37.342273500000012 71.00500000000001 19.500000000000004 55.657530000000008 55.795550600000006 37.712318250000003 37.516458750000005 55.762622900000004 55.751981950000008 37.597123000000003 37.642309100000013 37.66934650000001 43.205000000000005 1.0000000180025095e-35 37.582182450000005 1.5000000000000002 55.708120100000009 37.542000650000013 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 7 -7 -6 9 -8 12 -12 -2 -14 -13 16 17 -16 19 27 -21 23 -23 24 -22 -20 -27 -19 -29 -30
right_child=3 2 -4 -5 5 6 8 -9 -10 -11 11 14 13 -15 15 -17 -18 18 25 20 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-4131.6356771782721 3794.4700543359922 134644.49084034454 4971.5099152628463 -270.1430708463281 -73157.44328978275 -10590.638881371362 46456.572810388519 31940.875551634195 19321.725963511137 369946.38567659748 -4956.6143474552628 -338.58906757104722 -62979.275381324405 460741.22500000003 339.18833432644925 1072.4401541957773 2842.3648784404086 12218.966633779062 43564.244855649413 95133.748335928714 40352.005898494856 346433.42681224388 35564.935706444536 56880.102847702117 -67533.22283773344 231225.03856525733 81408.010474899726 -75490.104748695783 127779.65267381413 22114.342256139607
leaf_weight=46516 159074 39 7966 2418064 1579 10124 185 316 853 67 104911 1062862 84 54 10755 393067 83325 4760 2246 555 596 61 1126 511 3063 425 1638 304 1570 1468
leaf_count=46516 159074 39 7966 2418064 1579 10124 185 316 853 67 104911 1062862 84 54 10755 393067 83325 4760 2246 555 596 61 1126 511 3063 425 1638 304 1570 1468
internal_value=0 -2702.32 5603.27 34.5557 433.77 -12403.2 -5107.96 -55631.8 45124.3 132464 525.708 203.285 3914.22 141955 548.448 2413.64 7103.73 19315 30453.1 16307.3 -6725.46 -17278.4 51540.5 -36867.8 -49960.2 76459.1 112272 33114.2 62875.2 76720.8
internal_weight=0 54521 8005 4.26364e+06 1.84558e+06 13124 11229 1895 1105 252 1.83246e+06 1.67324e+06 159212 138 1.56833e+06 505470 112403 29078 18323 14014 5912 5357 1187 4170 3659 4309 2063 8102 3342 3038
internal_count=4318164 54521 8005 4263643 1845579 13124 11229 1895 1105 252 1832455 1673243 159212 138 1568332 505470 112403 29078 18323 14014 5912 5357 1187 4170 3659 4309 2063 8102 3342 3038
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=0 3 0 0 0 1 0 5 1 0 0 0 6 1 5 4 5 0 0 1 1 1 0 1 3 3 1 0 5 1
split_gain=4.53282e+13 2.90882e+14 3.19925e+14 2.50082e+14 2.48847e+14 4.12971e+14 4.13232e+14 4.65631e+14 3.0337e+14 2.93909e+14 9.02596e+14 6.47012e+14 6.00259e+14 4.56281e+14 4.15825e+14 7.05312e+14 3.964e+14 6.47215e+14 2.90015e+14 2.8318e+14 2.7972e+14 6.66372e+14 3.6287e+14 1.24292e+15 4.47833e+14 3.71703e+14 3.46202e+14 3.11426e+14 2.80898e+14 2.68747e+14
threshold=45.087005000000012 2.5000000000000004 45.047272400000004 46.672631750000008 47.249522000000006 39.262370300000008 47.222459950000008 80.815000000000012 39.694727950000008 51.636650050000007 51.67657710000001 50.973130900000008 1.5000000000000002 37.855187800000003 68.00500000000001 1.5000000000000002 101.05000000000001 47.425481600000005 47.208883950000008 39.262370300000008 36.761894450000007 39.630124250000001 47.425481600000005 44.083877800000003 15.500000000000002 5.5000000000000009 39.969502550000009 50.565831500000009 73.010000000000005 78.608766650000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 18 -7 -8 -9 11 12 16 14 -13 -11 -16 20 -18 -5 -14 -6 -22 24 26 -23 -25 -24 -27 -26 -15
right_child=3 -3 -4 4 9 6 7 8 -10 10 -12 13 19 29 15 -17 17 -19 -20 -21 21 22 23 25 28 27 -28 -29 -30 -31
leaf_value=8717.1807241715978 -5050.8429224413303 427.09767391383104 51625.948056042806 -1758.9449424921984 9688.0849687521713 -140.06735149944129 10171.917868696815 -6759.5592321485256 59666.818742352065 26286.594705864311 -49.232654892362142 -41433.560965693992 9906.2576775227226 -7241.9458368434171 283726.16195833334 60877.676789529192 -105522.93193204037 -5162.7616721112126 -40047.205933257814 -49363.013179884954 -52109.670395811721 7882.5308756915665 -83888.003588940992 -6287.6469104531379 -5933.4414383791036 34229.193699364914 -26726.494510106604 -120548.27713815789 -43318.056379554328 -36902.421916399471
leaf_weight=16090 100152 504237 1948 5166 23378 45273 45056 875 3209 6091 3426285 6165 6775 22819 150 2671 943 2017 3206 915 2637 47085 1158 5022 14627 5761 12463 133 2330 3527
leaf_count=16090 100152 504237 1948 5166 23378 45273 45056 875 3209 6091 3426285 6165 6775 22819 150 2671 943 2017 3206 915 2637 47085 1158 5022 14627 5761 12463 133 2330 3527
internal_value=0 873.458 13351.1 -120.179 13.4389 4864.94 6752.47 13102.6 45434.9 -125.35 63.4751 -4457.49 23323.9 -16943.4 40986.9 72727.1 -1004.36 -37135.6 -16421.2 2854.06 -71.0806 -2572.28 -1097.55 -11437.8 2864.21 13703.3 -31586.1 30736.6 -11070.3 -11212.7
internal_weight=0 522275 18038 3.79589e+06 3.69574e+06 102785 94413 49140 4084 3.59295e+06 3.44289e+06 150065 16602 32511 8912 2821 117554 2960 8372 7690 114594 91216 88579 24537 64042 10916 13621 5894 16957 26346
internal_count=4318164 522275 18038 3795889 3695737 102785 94413 49140 4084 3592952 3442887 150065 16602 32511 8912 2821 117554 2960 8372 7690 114594 91216 88579 24537 64042 10916 13621 5894 16957 26346
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 1 1 0 0 0 0 5 2 3 0 5 5 0 1 1 0 0 3 1 3 6 1 1 6 3
split_gain=4.12523e+13 2.98198e+14 2.74725e+14 4.14382e+14 4.616e+14 4.2918e+14 3.4446e+14 3.2888e+14 3.07156e+14 4.83158e+14 5.95209e+14 4.60066e+14 6.30868e+14 3.15009e+14 3.14895e+14 2.8874e+14 2.77718e+14 2.68943e+14 2.57226e+15 1.79263e+15 5.84485e+14 5.67064e+14 9.87068e+14 5.71511e+14 9.00502e+14 6.98619e+14 6.17448e+14 6.31315e+14 5.69399e+14 5.6128e+14
threshold=18.500000000000004 38.984911950000004 49.111504200000006 51.67657710000001 51.636650050000007 39.188277450000008 49.148175700000003 55.160271200000004 55.043101600000007 55.061033200000004 55.07108800000001 118.33500000000002 20.500000000000004 24.500000000000004 56.791364150000007 59.810000000000009 67.00500000000001 55.777112100000004 38.233559750000005 37.869926150000005 56.121679000000007 55.734663800000007 21.500000000000004 37.533784800000006 25.500000000000004 1.5000000000000002 37.362912300000012 37.436176200000013 1.5000000000000002 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 15 7 -4 16 -8 13 11 -11 -13 -10 -12 -3 -5 21 19 -19 -21 -2 -23 26 25 -25 -24 -28 -26 -29
right_child=1 2 6 5 -6 -7 8 -9 9 10 14 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 24 28 -27 27 29 -30 -31
leaf_value=124.23851502650753 2110.4781642126059 -1553.2786206142257 37449.100392879227 -44418.503621052711 30228.965752931756 -14674.04374078098 4753.0914999759279 186886.45680588944 -31280.135488716747 36263.851353014703 -8211.8805727445379 579473.56216216215 86504.649066091966 -4804.5757560997017 3700.3817073114255 -14512.401493853693 -124359.74410063851 33.703665788174597 277057.05009294994 -63944.495453083742 283129.09861088969 70954.296201067031 -19527.206800420234 -51390.196631248378 57665.950640568968 14945.594874911323 100817.06657290131 -110975.26305594307 -71262.533300285533 39492.734411882113
leaf_weight=3717520 110350 56269 2338 1493 3782 20550 57043 52 9861 2501 48194 37 87 8257 41129 24758 613 189369 332 4964 49 3260 1504 4001 2623 2632 1759 280 394 2163
leaf_count=3717520 110350 56269 2338 1493 3782 20550 57043 52 9861 2501 48194 37 87 8257 41129 24758 613 189369 332 4964 49 3260 1504 4001 2623 2632 1759 280 394 2163
internal_value=0 -768.94 -3177.68 -7131.49 -3919.08 -19129.1 -668.919 -61552.9 -1202.22 -4288.63 -1347.59 45585.6 233600 -19214.3 -2726.85 -5512.97 -67687.3 1292.15 -1053.76 -1528.77 -60552 4834.03 20978.4 10368.8 -4465.81 -25067.9 35457.1 55137.3 40828.8 22247.1
internal_weight=0 600644 276964 107517 84809 22708 169447 2158 167109 110066 91948 2625 124 18118 89323 81027 2106 323680 194714 194382 5013 128966 18616 15356 9650 6633 5706 4202 3017 2443
internal_count=4318164 600644 276964 107517 84809 22708 169447 2158 167109 110066 91948 2625 124 18118 89323 81027 2106 323680 194714 194382 5013 128966 18616 15356 9650 6633 5706 4202 3017 2443
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=3 0 0 3 1 0 0 0 3 0 5 0 1 1 5 1 1 1 5 2 3 5 0 1 0 5 5 6 5 5
split_gain=4.07284e+13 1.14665e+14 1.48013e+14 2.72342e+14 2.31052e+14 1.87388e+14 1.57176e+14 1.42402e+14 1.58221e+14 2.56291e+14 2.1454e+14 1.78657e+14 9.98232e+13 9.73957e+13 9.20852e+13 1.1295e+14 9.1982e+13 3.89696e+14 9.31921e+13 9.19355e+13 9.0229e+13 1.36166e+14 1.17908e+14 1.96414e+14 1.16932e+14 2.4278e+14 1.04372e+14 1.04121e+14 1.01595e+14 9.09555e+13
threshold=31.500000000000004 56.831297550000009 55.801980100000009 32.500000000000007 37.362912300000012 56.819808050000006 56.367862600000002 55.695992150000002 34.500000000000007 55.719391050000006 95.020000000000024 55.795550600000006 37.457850350000008 37.275078000000001 123.15000000000002 37.559851850000008 37.542000650000013 37.39371280000001 36.515000000000008 21.500000000000004 38.500000000000007 79.010000000000005 55.87722990000001 37.533784800000006 55.885524800000006 63.145000000000003 74.610000000000014 1.5000000000000002 63.455000000000005 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 6 -4 13 9 10 -9 14 -6 -2 15 -10 17 -11 -18 -7 22 28 27 26 25 -25 -24 -14 -22 -27
right_child=1 -3 3 4 12 19 -8 8 11 16 -12 -13 20 -15 -16 -17 18 -19 -20 -21 21 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=23.372578638384255 206075.20536684783 -25548.902402188523 54219.810416604858 77151.656999411396 -221897.47738095239 108218.25180973101 -9423.035013319839 -154316.98944101259 3219.618395829812 -29443.805291796511 91939.693368902444 -192490.35167791194 7671.7183193297824 -71.319332587354367 -82299.284364932348 71190.493696211561 14005.103476330987 95458.091221056486 -47136.13317334975 306955.85904356063 -33415.699590299293 103558.53984375001 -33713.216858652726 4968.8406967634501 9621.4453751467372 -145461.6546673647 -116715.92191128757 62130.068375182665 -139033.50760458669 -30618.532808849297
leaf_weight=4293298 23 2253 1185 365 21 79 577 258 1092 1401 41 44 2221 6474 97 315 290 304 1776 33 343 56 880 615 3098 194 183 417 124 107
leaf_count=4293298 23 2253 1185 365 21 79 577 258 1092 1401 41 44 2221 6474 97 315 290 304 1776 33 343 56 880 615 3098 194 183 417 124 107
internal_value=0 -4035.45 -1892 6799.2 -708.968 41351.2 33378.8 -9423.18 -21082.2 -31432 -120549 6129.34 -4149.96 658.459 11940 18437 -24365.9 -7173.91 -38553.9 166775 -3594.88 -43790.6 -870.018 -9781.23 340.64 -31047.9 -48002.5 16280.2 -61459.8 -104637
internal_weight=0 24866 22613 10498 8624 1874 1762 12115 5618 4070 299 1548 8259 6497 1504 1407 3771 1705 2066 112 8238 523 7715 5077 4014 916 1063 2638 467 301
internal_count=4318164 24866 22613 10498 8624 1874 1762 12115 5618 4070 299 1548 8259 6497 1504 1407 3771 1705 2066 112 8238 523 7715 5077 4014 916 1063 2638 467 301
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=0 2 3 3 5 5 1 0 5 3 0 1 1 1 0 0 0 4 1 0 2 5 3 0 0 3 3 4 0 5
split_gain=3.91708e+13 2.60605e+14 2.67857e+14 5.5467e+14 2.37599e+14 3.399e+14 2.37292e+14 2.11516e+14 2.62824e+14 1.97503e+14 3.77479e+14 2.34973e+14 1.85661e+14 1.91188e+14 2.01105e+14 1.78334e+14 1.73551e+14 1.72999e+14 1.68116e+14 1.82203e+14 1.66371e+14 1.64761e+14 2.52247e+14 2.21599e+14 2.74106e+14 2.34352e+14 2.79115e+14 1.78587e+14 1.65587e+14 2.19197e+14
threshold=45.087005000000012 1.5000000000000002 16.500000000000004 18.500000000000004 118.33500000000002 81.910000000000011 37.098288800000006 45.091904500000005 59.245000000000012 23.500000000000004 45.084117700000007 39.027779200000005 38.92948375000001 38.959914000000005 45.059881250000011 45.013473000000012 45.040161900000008 1.5000000000000002 37.328003200000005 44.982728700000003 12.500000000000002 84.030000000000015 4.5000000000000009 44.893607100000004 44.732363600000006 11.500000000000002 14.500000000000002 2.5000000000000004 44.893607100000004 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 5 16 -5 8 -2 -8 11 12 -11 14 20 -6 -4 -16 19 21 -14 -3 28 24 27 -25 -27 -24 29 -23
right_child=7 2 3 6 15 -7 9 -9 -10 10 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=7011.6199226259851 -4513.3235581764438 8368.9924559805877 4324.6989460054556 202582.16490371438 22490.127339118084 44321.931473550037 -5692.6288470081718 -61.299878510351732 -34089.952889671367 -29754.64169275327 46842.623118660704 -9125.7575716337633 -14410.186328635755 8907.3721982593815 16597.513235909599 -82744.798210002831 18001.938677784543 110600.39384757292 -1740.8741907019842 -45864.190119366249 60875.065862650263 160753.70692845396 256628.60600852274 45705.974836050184 -23139.401967988964 400020.6088005515 -13532.465104166666 55523.941084943508 -16652.555273437501 526483.82663043484
leaf_weight=60012 13362 11717 17337 57 253 3480 41412 3778651 3876 978 2045 10178 717 8122 294 443 19957 586 342374 567 497 57 55 130 657 51 24 224 28 23
leaf_count=60012 13362 11717 17337 57 253 3480 41412 3778651 3876 978 2045 10178 717 8122 294 443 19957 586 342374 567 497 57 55 130 657 51 24 224 28 23
internal_value=0 811.968 7.11543 4410.58 13443.8 14432.8 -1362.77 -111.718 -11163.7 -1542.09 5797.97 1870.58 11868.9 15853.6 42795.8 -44491.3 11643.7 79194.9 -1308.78 9622.97 16410.9 12049.4 46575.8 32749.7 12125.4 126917 267684 95168.2 192646 265901
internal_weight=0 522275 462263 106356 41470 40774 64886 3.79589e+06 17238 64829 23417 21372 11194 10216 2094 696 37294 880 355907 13533 1214 12966 1249 1141 936 205 75 279 108 80
internal_count=4318164 522275 462263 106356 41470 40774 64886 3795889 17238 64829 23417 21372 11194 10216 2094 696 37294 880 355907 13533 1214 12966 1249 1141 936 205 75 279 108 80
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=2 3 1 0 0 1 1 0 3 1 1 0 0 3 1 1 5 5 5 0 3 5 5 0 0 5 5 3 1 5
split_gain=3.81864e+13 9.16563e+13 6.59296e+13 1.47843e+14 5.40248e+13 5.67936e+13 1.24851e+14 2.23675e+14 1.05708e+14 2.00139e+14 8.06867e+13 7.07695e+13 8.08012e+13 6.18903e+13 5.18552e+13 1.70823e+14 5.90421e+13 5.41896e+13 5.15392e+13 5.05756e+13 8.83776e+13 1.61696e+14 6.94716e+13 7.06711e+13 7.84389e+13 1.05862e+14 6.1735e+13 5.49834e+13 5.71943e+13 5.02926e+13
threshold=25.500000000000004 32.500000000000007 82.958618050000013 55.039751500000008 59.904813200000007 37.475443250000005 37.487839250000007 55.826364100000013 30.500000000000004 37.832345550000007 37.559851850000008 55.535913550000011 54.736324100000012 28.500000000000004 37.767735350000002 37.855187800000003 137.05000000000004 225.45000000000002 47.005000000000003 55.801980100000009 32.500000000000007 74.610000000000014 51.815000000000005 55.695992150000002 55.719391050000006 75.750000000000014 49.995000000000012 33.500000000000007 37.503486000000002 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 7 18 9 10 13 12 -10 -8 -3 -16 -17 -18 -7 20 21 -13 26 29 25 -25 27 -22 -29 -24
right_child=2 14 3 -5 -6 6 8 -9 11 -11 -12 19 -14 -15 15 16 17 -19 -20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=12.100214204953581 23871.883694789998 -3736.802389486797 -36387.047928779073 227398.86011904763 -27062.241438621331 -85760.549806976327 74842.621156083784 178799.89990234375 23224.203448543372 3914.3324781059582 97986.372807384687 -77074.537666666671 192973.94179687501 -89235.310069444458 -44301.408627037512 -1188.6655116881282 -121452.41087415541 60557.227676246286 -228804.93160377361 5717.3405451478702 1549.0199529743049 41928.149669372964 14338.880721222764 -241224.4210227273 -32681.069013432392 23513.808401621944 145226.91096653295 -81117.900625000009 103392.93305059524 -53838.68479239005
leaf_weight=4294615 1673 9139 43 42 484 48 47 24 107 1118 420 450 38 45 1516 3110 74 21 53 3007 661 153 545 44 367 23 37 20 105 135
leaf_count=4294615 1673 9139 43 42 484 48 47 24 107 1118 420 450 38 45 1516 3110 74 21 53 3007 661 153 545 44 367 23 37 20 105 135
internal_value=0 -14.1021 6270.86 93954.2 5494.82 7222.63 3482.3 -95615.8 5174.09 27627.3 79406.8 -1255.77 67710.3 -5412.89 -8133.05 -16643.4 -3560.85 -81218.7 -160823 -3058.56 -13448 -46879.8 -3040.45 -19318.3 -50845.6 -150344 18993 13050.6 73871.2 803.629
internal_weight=0 4.30848e+06 9689 85 9604 9120 7447 125 7322 1630 512 5692 145 92 13860 4721 3205 95 101 5547 2540 603 1937 1114 434 67 823 786 125 680
internal_count=4318164 4308475 9689 85 9604 9120 7447 125 7322 1630 512 5692 145 92 13860 4721 3205 95 101 5547 2540 603 1937 1114 434 67 823 786 125 680
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=5 5 5 0 3 3 1 5 1 0 1 6 1 1 0 1 3 4 5 3 0 0 3 1 0 0 4 0 1 0
split_gain=3.62919e+13 1.38917e+14 2.00367e+14 1.66352e+14 2.25959e+14 1.65633e+14 1.67063e+14 2.01736e+14 1.55089e+14 1.51172e+14 1.51563e+14 2.15204e+14 1.45108e+14 1.46028e+14 4.29481e+14 2.37532e+14 5.18565e+14 5.2251e+14 2.06229e+14 2.09099e+14 2.8169e+14 2.46583e+14 1.60637e+14 1.54416e+14 2.37993e+14 1.43752e+14 2.82264e+14 1.45374e+14 1.40313e+14 4.47345e+14
threshold=88.015000000000015 79.010000000000005 73.995000000000019 57.178027650000011 17.500000000000004 9.5000000000000018 38.950530550000003 86.02500000000002 83.015546400000019 57.131524800000008 20.507360500000004 1.5000000000000002 30.278357500000002 30.346469350000003 59.882016200000002 30.370618100000005 15.500000000000002 2.5000000000000004 75.750000000000014 13.500000000000002 59.916647550000008 59.932719750000011 7.5000000000000009 30.305955500000003 60.003414000000006 54.708501450000007 2.5000000000000004 54.725565150000001 82.902675200000019 55.07108800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 12 6 -3 -8 -7 10 11 -4 -5 14 -14 16 -15 -18 -16 20 -20 -21 -22 24 -24 -13 -27 -28 -12 -30
right_child=-2 5 3 4 -6 8 7 -9 -10 -11 28 25 13 15 18 -17 17 -19 19 21 22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=74.004288091046561 -1217.6470318843981 -431.08928972058868 -13261.534962352049 -36421.614585404554 6933.9761410511437 308.54144483324183 8235.4419535262405 29534.163467949613 17158.324132946625 25682.644673846236 -4641.0080408822223 -95088.390193495652 91319.201150783425 -40288.661842344169 -43611.279003788659 -14080.464881190908 -520618.01896158862 -69111.59239124645 -55576.753553511706 143735.85443209135 9475.5211606586072 -92438.849205508479 274428.17459161935 63133.895815757947 -47777.706678427421 61340.398977166464 119910.07331081083 388852.36657049006 13636.647115215968 -19987.927639121666
leaf_weight=3735837 231644 18148 466 3214 4982 149269 30268 5213 5670 1901 97316 43 496 753 1090 9521 48 55 299 52 451 295 88 476 31 401 37 44 14633 5423
leaf_count=3735837 231644 18148 466 3214 4982 149269 30268 5213 5670 1901 97316 43 496 753 1090 9521 48 55 299 52 451 295 88 476 31 401 37 44 14633 5423
internal_value=0 69.0222 -66.1925 -3751.6 -11778.1 2583.1 7373.04 11364.7 925.16 -2293.26 -2742.57 36200.8 -17304.4 -12804.8 5594.62 -18617 -69075 -279522 -9689.14 12163.8 30019.6 -57046.7 54487.3 88605.6 190492 80104.5 95733.8 266002 -3071.38 4544.8
internal_weight=0 4.08652e+06 3.87795e+06 142115 21851 208568 53629 35481 154939 120264 118363 991 16869 13655 3278 10377 856 103 2782 1692 1345 347 1046 595 119 525 482 81 117372 20056
internal_count=4318164 4086520 3877952 142115 21851 208568 53629 35481 154939 120264 118363 991 16869 13655 3278 10377 856 103 2782 1692 1345 347 1046 595 119 525 482 81 117372 20056
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=1 1 0 6 1 3 0 0 3 5 3 1 0 0 0 0 1 3 6 5 5 5 1 0 1 3 5 1 3 3
split_gain=3.73925e+13 5.78352e+14 3.94612e+14 3.31561e+14 3.03354e+14 6.45916e+14 2.97527e+14 1.46247e+15 9.04571e+14 8.92841e+14 4.74639e+14 4.17258e+14 5.56871e+14 3.47434e+14 3.25635e+14 6.00512e+14 6.81785e+14 4.78035e+14 3.85508e+14 3.47126e+14 3.37986e+14 4.09998e+14 3.18596e+14 7.25716e+14 4.29747e+14 3.39145e+14 2.73147e+14 2.71641e+14 1.31025e+15 2.8821e+14
threshold=82.970752000000019 82.964402850000013 54.947152850000002 1.5000000000000002 82.966612450000014 17.500000000000004 54.943649450000002 54.811549550000009 14.500000000000002 68.52500000000002 4.5000000000000009 83.093115700000013 54.864040150000001 53.973051950000006 54.978840000000005 55.002082750000007 82.981501350000016 15.500000000000002 1.5000000000000002 85.020000000000024 73.405000000000015 114.05000000000001 83.026705000000007 54.864040150000001 83.093115700000013 8.5000000000000018 44.205000000000005 82.966612450000014 23.500000000000004 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 26 7 13 9 11 -11 -9 -13 -2 18 16 -16 20 -8 -20 -18 -22 -12 24 -24 -25 -6 28 -4 -30
right_child=6 2 27 -5 5 -7 14 8 -10 10 22 12 -14 -15 15 -17 17 -19 19 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-44.769604070250182 857.44971271115469 -5902.4292506186521 25003.827872596547 -10447.239626056355 15908.731920001223 -8064.3736728347349 -3783.3821620872204 14397.949514185922 -5776.5156198880186 141339.39145213549 27105.770021774802 114606.48697317758 32341.601306756984 -14087.313640824068 80787.416248595109 -1654.9466873688773 17206.026411243711 -16978.902990395596 -16536.153987764697 -61215.793925030928 97886.829936926399 -85080.003486819915 95704.803187500002 -16602.691591639366 472215.83941697958 109689.2997945901 50234.339107711232 13310.777099253173 169379.50221194822 375438.83767556184
leaf_weight=3598076 126959 8221 5420 12802 4326 5861 40932 10044 6902 979 1382 1049 3817 17728 1637 414780 5818 3807 14765 1971 1030 139 50 310 77 677 4995 23235 286 89
leaf_count=3598076 126959 8221 5420 12802 4326 5861 40932 10044 6902 979 1382 1049 3817 17728 1637 414780 5818 3807 14765 1971 1030 139 50 310 77 677 4995 23235 286 89
internal_value=0 124.416 9455.97 2491.56 9569.39 17947.3 -695.997 2904.12 25092.1 36680.6 82328.1 26041.8 50076.1 -973.681 -1958.02 -1005.89 20651 11530.8 -9011.48 -21798.1 27064.8 76131.2 59182.2 98975.5 323983 70023.1 34303.4 18141.7 37511.2 218284
internal_weight=0 3.66331e+06 65235 36205 23403 15182 654853 169974 25287 18385 3475 14910 4866 144687 484879 427211 12431 10794 57668 16736 6987 1169 2496 1114 127 987 9321 29030 5795 375
internal_count=4318164 3663311 65235 36205 23403 15182 654853 169974 25287 18385 3475 14910 4866 144687 484879 427211 12431 10794 57668 16736 6987 1169 2496 1114 127 987 9321 29030 5795 375
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=2 3 5 2 3 3 1 0 1 1 1 5 0 1 6 1 5 0 5 5 4 0 5 5 2 4 1 5 0 5
split_gain=3.68701e+13 1.22344e+14 3.15316e+14 1.9849e+14 4.45159e+14 2.70062e+14 5.37928e+14 3.79933e+14 2.93041e+14 3.74193e+14 3.66022e+14 2.70679e+14 2.51538e+14 7.42931e+14 4.27274e+14 3.71309e+14 3.29345e+14 2.97902e+14 2.57138e+14 4.56844e+14 2.70702e+14 2.1509e+14 2.31278e+14 2.07461e+14 1.96966e+14 1.93739e+14 4.84586e+14 3.0645e+14 2.59487e+14 2.45891e+14
threshold=10.500000000000002 10.500000000000002 39.355000000000011 8.5000000000000018 7.5000000000000009 9.5000000000000018 82.95335685000002 55.034903650000011 78.608766650000021 60.837513500000007 37.098288800000006 161.85000000000002 55.02863030000001 83.00362155000002 1.5000000000000002 82.957885500000017 39.995000000000012 54.940316550000006 85.020000000000024 74.610000000000014 3.5000000000000004 57.131524800000008 87.395000000000024 31.990000000000006 1.5000000000000002 3.5000000000000004 37.889331900000009 120.05000000000001 47.249522000000006 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 8 12 9 10 -7 -10 13 14 15 -8 -17 -16 19 23 -20 22 -11 -19 -15 29 27 -27 -28 -4
right_child=-2 2 25 4 -6 6 7 -9 11 21 -12 -13 -14 24 17 16 -18 18 20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-114.90984018868046 675.48099131596155 1843.8720010030277 -2235.5120736382919 -132942.71980148202 -2515.6608674839504 -3239.3890494888783 -31824.639402396024 14954.948170683982 16707.456934999522 -4064.1028176215123 9371.9871212350154 238835.63830965912 -5685.6525757101472 1145.3397867722247 43964.090235243435 -4710.7259861116709 5262.4145589365216 39805.239491263579 -36709.647081750496 106908.94839146205 70397.959696598904 14090.71267545601 -37437.175757992976 -8298.4648396759876 17043.888733661159 21171.00363396731 30129.714633059422 81915.448444222362 -12899.755361677215 -17329.580844034161
leaf_weight=1875579 680690 262730 660453 262 218025 27768 3288 16154 21381 35646 134406 55 79274 10409 1093 48223 105670 909 4508 350 249 6196 2205 65502 31000 4761 1714 1006 7686 10972
leaf_count=1875579 680690 262730 660453 262 218025 27768 3288 16154 21381 35646 134406 55 79274 10409 1093 48223 105670 909 4508 350 249 6196 2205 65502 31000 4761 1714 1006 7686 10972
internal_value=0 -126.405 -1102.32 218.239 -2672.21 473.697 2331.35 -39.4279 6149.37 4992.64 7212.62 17277.4 -730.545 717.869 -1503.95 1426.86 2137.29 -7848.26 -8640.1 -7039.51 -31103.2 -3180.96 -6008.24 -7640.05 13047.5 -2229.7 8946.85 31767.3 -5053.74 -2482.17
internal_weight=0 3.63747e+06 949322 2.68815e+06 218287 2.46986e+06 594286 366629 227657 206221 162174 21436 350475 271201 229792 157181 153893 72611 71518 66761 4757 44047 37851 66411 41409 686592 15167 5767 9400 671425
internal_count=4318164 3637474 949322 2688152 218287 2469865 594286 366629 227657 206221 162174 21436 350475 271201 229792 157181 153893 72611 71518 66761 4757 44047 37851 66411 41409 686592 15167 5767 9400 671425
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=5 0 0 0 2 0 4 3 1 1 1 1 3 5 6 5 1 1 1 1 3 6 5 0 3 0 6 1 1 0
split_gain=4.1674e+13 9.03793e+13 1.66293e+14 1.84885e+14 2.23069e+14 1.70952e+14 1.50638e+14 1.00735e+14 9.53301e+13 1.04078e+14 9.4894e+13 2.3907e+14 3.19497e+14 1.02763e+14 9.43351e+13 9.27525e+13 8.89724e+13 8.87114e+13 2.26588e+14 2.10421e+14 1.26022e+14 9.27194e+13 8.36913e+13 2.31973e+14 1.93266e+14 1.59433e+14 3.01708e+14 2.63938e+14 3.61815e+14 3.34366e+14
threshold=29.050000000000004 57.265292900000006 55.56564190000001 55.769960200000007 2.5000000000000004 55.74310830000001 1.0000000180025095e-35 16.500000000000004 78.608766650000021 82.966612450000014 37.66934650000001 37.582182450000005 8.5000000000000018 23.035000000000004 1.5000000000000002 13.050000000000002 82.940215400000014 82.95335685000002 82.902675200000019 82.957885500000017 17.500000000000004 1.5000000000000002 33.57500000000001 54.970187400000007 4.5000000000000009 55.975961550000008 1.5000000000000002 38.422276900000007 37.342273500000012 55.518428350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -6 8 15 16 11 -7 13 -13 -3 -1 -10 18 21 20 -19 -9 23 -2 -25 26 -26 28 -28 -30
right_child=22 14 3 -5 6 10 -8 17 9 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=12875.715258616106 -1834.052068279648 -13036.034165746385 -5531.0827757332954 -295.08773483418071 31357.461842115317 -6665.1177257166273 9744.751060267974 -15523.62857922864 6152.16241635603 -1944.4574164109411 3114.6083719200806 100044.41666846088 -21501.120682694822 227698.33741319447 -1952.9968654504555 -4543.9816486181917 27317.11886433771 -103791.53450178998 22338.121062978782 -13061.218520767248 20155.081784476486 -2177.0402832144205 -71.164399024256923 -5227.5253701156726 -3254.238539555749 1407.7170041623729 -15524.314595052259 5923.8358847948075 -13341.626264176397 25555.685189793818
leaf_weight=3240 135301 12446 10039 55995 5669 616 7480 10192 10157 15471 1302 508 239 72 20055 54012 2469 419 2650 5556 102 10638 3709212 23832 23778 104066 2937 65354 2458 21899
leaf_count=3240 135301 12446 10039 55995 5669 616 7480 10192 10157 15471 1302 508 239 72 20055 54012 2469 419 2650 5556 102 10638 3709212 23832 23778 104066 2937 65354 2458 21899
internal_value=0 -1311.76 -505.059 2937.42 9919.28 508.848 19062.8 -2959.31 -1216.9 3553.79 22662.6 40398.9 75797.4 115891 -6197.16 -3558.17 10290.9 -7990.7 -5203.58 -18759.4 -79525.6 -8707.45 73.5717 1487.75 3327.28 4251.94 6794.21 9373.13 17632.3 21630.3
internal_weight=0 229327 196826 81920 25925 12776 13149 114906 85349 28097 2737 1435 819 580 32501 57252 12626 29557 23480 6077 521 20830 4.08884e+06 379625 244324 220492 116426 92648 27294 24357
internal_count=4318164 229327 196826 81920 25925 12776 13149 114906 85349 28097 2737 1435 819 580 32501 57252 12626 29557 23480 6077 521 20830 4088837 379625 244324 220492 116426 92648 27294 24357
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=1 0 3 1 6 5 1 0 0 3 0 5 3 1 3 6 3 5 6 5 5 0 3 0 1 3 2 5 5 4
split_gain=3.71134e+13 2.77653e+14 3.38583e+14 1.15945e+15 1.20266e+15 3.59168e+14 2.27494e+14 3.68722e+14 6.21779e+14 5.5753e+14 4.37892e+14 3.7484e+14 3.61668e+14 7.89276e+14 3.64717e+14 5.40663e+14 4.03736e+14 3.29821e+14 2.97245e+14 2.85688e+14 2.67926e+14 2.39545e+14 6.33911e+14 4.85792e+14 4.75247e+14 1.11849e+15 2.90344e+14 2.49681e+14 4.82943e+14 4.92534e+14
threshold=30.160599000000001 54.708501450000007 8.5000000000000018 20.507360500000004 1.5000000000000002 102.01000000000001 30.243224600000001 59.939091550000008 59.846652800000008 11.500000000000002 59.755965500000009 47.415000000000006 16.500000000000004 30.226173900000003 19.500000000000004 1.5000000000000002 23.500000000000004 44.005000000000003 1.5000000000000002 98.020000000000024 101.05000000000001 60.029906750000002 12.500000000000002 60.003414000000006 30.207352000000004 13.500000000000002 11.500000000000002 57.705000000000005 54.990000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 10 19 -2 -10 21 14 15 -14 17 -16 -13 -9 -15 23 26 27 25 -24 -23 28 -11 -30
right_child=6 -3 -4 4 -6 -7 -8 9 11 12 -12 18 13 20 16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-24097.609207307534 -100721.31209192635 4836.5401307285019 -24846.12382877768 158476.57189322295 -48773.441523855035 -216886.96145067402 42.961114059543561 -34690.544820028292 -12854.053243918072 19445.32706669563 15035.467724030783 -101095.437074413 -61109.047431507126 -31679.738578113927 16866.273508077331 16974.329452967002 6043.4430541329239 82343.026200720575 -39163.73628759713 63934.936614499602 -187291.11590846241 73500.217173553596 -97190.099764962928 -39477.566562407308 -2041.1834197769451 310275.29659882566 236516.66214463976 57452.320411366331 -413033.02316706732 -47656.141519477424
leaf_weight=1837 347 60997 7210 836 421 102 4195408 5282 5816 1592 5612 905 1527 5309 1475 2115 5662 1608 5394 311 113 1651 118 1633 2937 157 117 1493 52 127
leaf_count=1837 347 60997 7210 836 421 102 4195408 5282 5816 1592 5612 905 1527 5309 1475 2115 5662 1608 5394 311 113 1651 118 1633 2937 157 117 1493 52 127
internal_value=0 2260.93 -12836.6 14256.3 89063.5 -34239.2 -38.0141 -6653.48 -18151.5 -408.826 8294.81 -31159.7 5408.74 -3102.99 10825.1 -15764.1 21898.6 51017 -48061.7 -29206.5 -34922.8 20756 36199 5051.33 9729.09 135436 84288.1 27329.4 1935.02 -153799
internal_weight=0 71403 10406 3196 1257 1939 4.24676e+06 51353 18074 33279 5959 12115 27686 17809 12387 3642 8745 3083 6299 5593 5422 9877 4980 4897 3212 275 1768 3264 1771 179
internal_count=4318164 71403 10406 3196 1257 1939 4246761 51353 18074 33279 5959 12115 27686 17809 12387 3642 8745 3083 6299 5593 5422 9877 4980 4897 3212 275 1768 3264 1771 179
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=0 0 5 0 1 1 3 1 1 0 1 6 0 5 0 5 5 1 3 5 5 3 3 5 3 5 3 0 1 1
split_gain=3.94732e+13 6.67812e+14 4.56212e+14 2.76527e+14 8.89274e+14 2.92972e+14 2.52774e+14 2.5219e+14 6.57584e+14 1.02329e+15 6.02609e+14 3.90978e+14 7.81662e+14 3.96663e+14 3.84746e+14 4.17814e+14 3.40337e+14 3.52187e+14 3.07093e+14 2.79694e+14 2.50331e+14 2.47107e+14 2.85439e+14 3.9168e+14 3.49851e+14 3.29064e+14 2.46277e+14 2.41995e+14 1.08083e+15 3.80416e+14
threshold=59.609407350000005 58.049540950000008 68.52500000000002 57.945214300000011 56.135466100000009 59.76223980000001 8.5000000000000018 35.911716050000003 28.619594500000002 45.254062050000009 34.359746700000009 1.5000000000000002 54.708501450000007 95.020000000000024 54.736324100000012 104.75000000000001 62.995000000000012 30.468306550000005 7.5000000000000009 60.310000000000009 103.45000000000002 2.5000000000000004 5.5000000000000009 125.85000000000001 6.5000000000000009 137.05000000000004 2.5000000000000004 54.708501450000007 20.507360500000004 20.507360500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 6 -6 8 11 -10 16 18 13 -13 21 -16 -11 -18 27 -12 -4 -14 23 -23 -24 -25 -2 28 -1 -29
right_child=26 2 20 4 5 -7 -8 -9 9 10 19 12 14 -15 15 -17 17 -19 -20 -21 -22 22 24 25 -26 -27 -28 29 -30 -31
leaf_value=-18315.64622140639 -18534.871291371488 -9919.745086044084 -38213.71583621663 -14343.029702956708 39225.107672695609 -33974.238061313736 15670.38906980821 39.588379585717746 17930.203414119776 -46988.015432812696 -9777.2368031812657 -28587.603967319461 191554.57468031399 -227001.03848214285 11742.862702333754 -103696.63409283687 -278352.42298650573 -91071.458565945097 -12641.727558640472 -44339.501951214494 -127162.78914209268 20959.615747819778 129895.77305838655 -352233.85153061227 41892.008107983129 -52484.167101293104 1169.9545972091794 28849.829534567132 166839.60191685808 -74085.266145289628
leaf_weight=808 6435 28336 3698 10755 6714 935 14174 3747172 5164 3574 7620 2494 106 105 5939 331 110 1152 17446 3380 346 1904 509 49 4015 145 442559 1150 517 522
leaf_count=808 6435 28336 3698 10755 6714 935 14174 3747172 5164 3574 7620 2494 106 105 5939 331 110 1152 17446 3380 346 1904 509 49 4015 145 442559 1150 517 522
internal_value=0 -102.994 -14403.9 17.6962 9191.61 20790.2 23241.5 -60.8662 -6660.1 -20726 -33331.5 1535.92 13460.3 -36603.5 23470.8 5648.69 -62751.9 -107395 -7561.79 -20397.3 -45824.1 40079.6 37654.9 7167.51 51793.4 -128194 887.544 22009.3 53929.8 -3286.61
internal_weight=0 3.86917e+06 32380 3.83679e+06 32578 21823 20888 3.80421e+06 57040 21000 15836 36040 15597 2599 12998 6270 4836 1262 20443 11000 4044 6728 6622 2098 4524 194 448994 2997 1325 1672
internal_count=4318164 3869170 32380 3836790 32578 21823 20888 3804212 57040 21000 15836 36040 15597 2599 12998 6270 4836 1262 20443 11000 4044 6728 6622 2098 4524 194 448994 2997 1325 1672
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=0 0 5 0 0 1 1 0 1 1 0 6 5 0 5 3 3 0 0 1 1 3 0 0 1 1 3 1 3 1
split_gain=3.84444e+13 1.20783e+15 6.74381e+14 4.79335e+14 6.98439e+14 6.94382e+14 4.50466e+14 1.02784e+15 8.65143e+14 8.02373e+14 1.2495e+15 6.09677e+14 5.45827e+14 5.11518e+14 5.3006e+14 4.74273e+14 1.32821e+15 4.35523e+14 4.28751e+14 1.86769e+15 1.81884e+15 1.13418e+15 9.48718e+14 6.95972e+14 1.47653e+15 1.60871e+15 8.88507e+14 1.4696e+15 6.74188e+14 9.75932e+14
threshold=56.121679000000007 56.054485600000007 88.015000000000015 56.338501050000012 56.663136550000011 47.473138800000008 43.94115175000001 56.301440000000007 44.083877800000003 44.005491150000005 56.320495600000008 1.5000000000000002 97.050000000000011 56.320495600000008 92.035000000000011 19.500000000000004 21.500000000000004 56.281985950000006 55.899899800000007 37.620907050000007 37.533784800000006 16.500000000000004 55.91302515000001 55.86787755000001 37.436176200000013 37.39371280000001 18.500000000000004 37.275078000000001 8.5000000000000018 37.275078000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 5 -5 6 12 -8 9 13 -11 -12 15 -9 -15 -2 -17 -18 23 20 21 28 -23 -1 25 26 27 -25 -20 -30
right_child=3 2 -4 4 -6 -7 7 8 -10 10 11 -13 -14 14 -16 16 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=13.346614445042498 2277.2967869092295 -13817.303780777189 -82544.302604668046 -10273.701119002486 500.13570720100819 -17056.812936903872 7322.2797615341715 49673.705008900637 -92616.902628359865 46794.233397736105 357640.29709231958 137532.4263294627 -78297.108935070501 -11292.843307180723 117447.49311900111 413717.27350654989 6206.2410103004786 147615.3375732422 17112.825605889793 -276.72304304874166 131468.17074551445 66907.434991373433 -10424.973075309039 -19661.311970639294 -3590.9382666137994 -80162.998952587484 -67037.399189479038 144089.34585070153 101991.13109090754 27691.943657918229
leaf_weight=2975824 49144 46471 1473 64310 934924 11132 37360 4173 479 3682 142 1106 820 3708 350 99 1093 272 5294 106478 1639 1869 10492 1484 39471 5802 1131 869 3485 3588
leaf_count=2975824 49144 46471 1473 64310 934924 11132 37360 4173 479 3682 142 1106 820 3708 350 99 1093 272 5294 106478 1639 1869 10492 1484 39471 5802 1131 869 3485 3588
internal_value=0 -175.807 -15928.8 506.406 -193.261 6662.9 9240.78 15900.2 39395.1 44199.8 76103.9 162577 2636.79 25090.6 -189.069 3948.16 60036.1 34384.5 63.3954 5623.66 29451.2 22689.4 1267.79 -180.822 -12031.6 -47909.6 5802.8 40814.4 44100.7 64300.5
internal_weight=0 3.20537e+06 47944 1.11279e+06 999234 113560 102428 51000 13640 13161 4930 1248 51428 8231 4058 50608 1464 1365 3.15743e+06 132845 26367 24728 12361 3.02458e+06 48757 9286 3484 2353 12367 7073
internal_count=4318164 3205370 47944 1112794 999234 113560 102428 51000 13640 13161 4930 1248 51428 8231 4058 50608 1464 1365 3157426 132845 26367 24728 12361 3024581 48757 9286 3484 2353 12367 7073
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=5 0 1 0 1 1 1 4 1 4 1 2 3 3 4 5 0 0 3 3 4 3 1 2 0 1 3 1 0 0
split_gain=3.80324e+13 1.07677e+14 2.58097e+14 1.95764e+14 1.18327e+14 1.13353e+14 1.53932e+14 1.33349e+14 1.15422e+14 1.31896e+14 1.1846e+14 1.08298e+14 1.61113e+14 1.59296e+14 1.17569e+14 1.86751e+14 1.75063e+14 1.7991e+14 1.37776e+14 1.32836e+14 1.17843e+14 1.39312e+14 1.08492e+14 1.19342e+14 3.12667e+14 1.26393e+14 1.07624e+14 1.26691e+14 1.76865e+14 1.49517e+14
threshold=177.02500000000003 57.692655200000004 37.214886200000009 57.131524800000008 30.243224600000001 37.777459000000007 37.542000650000013 1.0000000180025095e-35 39.767857750000005 1.5000000000000002 41.950906500000009 23.500000000000004 18.500000000000004 20.500000000000004 2.5000000000000004 225.45000000000002 56.838612000000005 56.802385350000009 5.5000000000000009 10.500000000000002 3.5000000000000004 2.5000000000000004 65.58467570000002 8.5000000000000018 57.106514900000001 60.628582700000003 4.5000000000000009 44.083877800000003 56.301440000000007 56.197733450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 6 -4 -7 9 -9 -10 12 14 -14 15 18 17 20 -12 -17 -16 -22 23 24 -18 -25 -23 28 -28 -29
right_child=1 4 3 -5 -6 7 -8 8 10 -11 11 -13 13 -15 16 19 22 -19 -20 -21 21 26 -24 25 -26 -27 27 29 -30 -31
leaf_value=-13.206368733081518 93257.032352451773 -123221.96476091657 -49.840909510334647 72682.449805153636 -12657.501648171788 114686.34261896308 -125273.75894958497 -65819.478747991481 -77633.54944940476 35374.036717044793 -239822.27660299162 -147184.33265625002 240694.40903799023 36620.552568423205 -57260.432174322807 67272.692312954023 -150574.5622767857 118141.89692339602 54447.178125000006 -64732.692165860266 -111436.74993172706 40926.939718894486 -274308.32547348487 -164.91250000000002 259342.11979166666 -326937.25991379312 2353.6667871762629 -11877.962387037327 196638.7395380435 -194310.19800441578
leaf_weight=4309630 358 112 254 419 713 110 160 141 210 1489 41 50 51 153 458 570 49 113 26 88 113 561 33 20 30 29 146 1922 69 46
leaf_count=4309630 358 112 254 419 713 110 160 141 210 1489 41 50 51 153 458 570 49 113 26 88 113 561 33 20 30 29 146 1922 69 46
internal_value=0 6669.16 10343.8 6305.84 -27667.5 2293.75 -48445.6 5516.53 3642.51 26620.5 -4196.35 -820.297 799.491 87639 -3306.97 33423.3 -10726.7 -5940.37 -125628 49618.5 -10170 -2621.05 -112637 -70956 5090 -193561 1860.06 -8179.57 64705.6 -16142.1
internal_weight=0 8534 7709 7351 825 6932 414 6518 6408 1630 4778 4568 4518 204 4314 725 3589 3428 67 658 3315 2857 161 128 79 49 2744 2183 215 1968
internal_count=4318164 8534 7709 7351 825 6932 414 6518 6408 1630 4778 4568 4518 204 4314 725 3589 3428 67 658 3315 2857 161 128 79 49 2744 2183 215 1968
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=5 6 4 2 1 0 1 1 1 1 2 0 1 1 3 0 0 1 3 0 5 3 1 2 5 0 1 3 0 3
split_gain=3.75173e+13 5.10417e+13 5.05201e+13 1.45028e+14 8.59076e+13 1.98339e+14 6.06488e+13 1.58388e+14 6.31723e+13 6.31758e+13 9.29871e+13 6.00916e+13 6.84583e+13 6.7637e+13 5.53252e+13 5.16427e+13 5.52974e+13 5.12378e+13 7.04841e+13 4.76229e+13 1.13487e+14 5.5544e+13 6.8586e+13 8.49456e+13 7.66116e+13 5.60643e+13 4.68681e+13 4.56906e+13 4.50612e+13 4.38516e+13
threshold=20.010000000000002 1.5000000000000002 2.5000000000000004 13.500000000000002 39.925119750000007 43.642715500000008 30.468306550000005 30.259484550000003 36.761894450000007 37.914142000000005 1.5000000000000002 55.535913550000011 37.342273500000012 37.559851850000008 9.5000000000000018 57.106514900000001 56.093493200000005 91.910414550000013 5.5000000000000009 44.039893800000009 13.050000000000002 5.5000000000000009 37.777459000000007 2.5000000000000004 13.050000000000002 55.551692500000009 114.17164950000002 9.5000000000000018 59.916647550000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 15 4 5 -4 7 -7 -8 10 -10 -12 -13 -14 -15 16 19 -6 -19 20 -3 -21 23 24 -23 -26 27 -17 -9 -1
right_child=-2 2 3 -5 17 6 8 28 9 -11 11 12 13 14 -16 26 -18 18 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-22390.408692425273 33.331741176826078 38445.631677065074 249089.89138719515 193953.78502906978 -18443.223099612569 -125019.48921874999 -113065.01274671052 100067.53407738096 -90364.619947916668 -3724.8036060461841 10360.414018866357 16251.86967075893 351330.8404761905 14424.21830357143 230840.74916087964 -16403.434148308523 9871.4440513985173 798.97075451078877 152800.32956486192 1168.6836072092517 -32433.336897927682 -38197.15784194904 -1655.4000614471927 17796.428983275557 -42742.543273747578 -9115.1148082480995 50981.313480417361 11187.418864949545 295380.26666666666 6162.7991508258092
leaf_weight=575 4263643 270 41 43 918 20 38 21 30 356 47 28 21 21 27 6075 2996 105 43 14408 1383 1428 9984 755 548 5204 114 666 27 8329
leaf_count=575 4263643 270 41 43 918 20 38 21 30 356 47 28 21 21 27 6075 2996 105 43 14408 1383 1428 9984 755 548 5204 114 666 27 8329
internal_value=0 -2606.6 -3958.4 12527.7 8051.93 35910 22167.3 111416 11482.6 20412.4 69796.6 103164 148130 201646 136159 -4630.16 -3152.22 -9640.31 44961.5 -4300.51 -20856 -3453.97 -7170.86 -14110.5 -17465.7 -12318.8 -12602.2 -13677.5 209931 4318.9
internal_weight=0 54521 45617 1786 1743 677 636 68 568 530 174 144 97 69 48 43831 36976 1066 148 33980 1653 32327 17919 7935 7180 5752 6855 6741 48 8904
internal_count=4318164 54521 45617 1786 1743 677 636 68 568 530 174 144 97 69 48 43831 36976 1066 148 33980 1653 32327 17919 7935 7180 5752 6855 6741 48 8904
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 0 1 1 2 3 3 3 1 3 0 1 0 0 0 2 0 1 4 3 0 1 3 2 2 0
split_gain=3.48673e+13 9.57158e+13 1.34116e+14 1.92425e+14 1.91147e+14 3.46838e+14 2.45462e+14 1.55112e+14 1.7378e+14 1.60699e+14 1.5248e+14 1.72117e+14 1.53665e+14 1.47274e+14 2.62765e+14 3.68852e+14 1.97413e+14 2.59623e+14 2.38407e+14 2.28156e+14 2.57485e+14 2.60421e+14 1.63181e+14 1.5079e+14 1.46531e+14 2.12004e+14 1.46321e+14 1.34837e+14 1.96529e+14 5.39271e+14
threshold=102.01000000000001 128.92000000000004 57.147575200000006 57.157092150000004 56.863241500000008 56.819808050000006 60.58031445000001 65.551978750000004 3.5000000000000004 9.5000000000000018 5.5000000000000009 13.500000000000002 60.628582700000003 5.5000000000000009 57.178027650000011 39.899261850000009 59.863160500000006 60.003414000000006 60.029906750000002 4.5000000000000009 57.60800230000001 30.102666750000001 2.5000000000000004 11.500000000000002 57.117834900000013 65.551978750000004 9.5000000000000018 5.5000000000000009 13.500000000000002 55.141517900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 7 5 27 -7 8 9 -4 -8 -12 -13 14 -5 16 19 -18 -19 20 -16 -22 -17 -15 -6 26 -26 -3 29 -29
right_child=1 2 3 13 24 6 10 -9 -10 -11 11 12 -14 23 15 22 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=45.605965003703091 -3842.7644562514306 -6731.3476786597521 -31455.533739392515 204459.26558663507 -80789.409977114905 -24089.383077375856 -97255.719270833346 -23015.385729166668 161042.1243420777 228197.66869791667 146913.18377157181 74258.693981447592 -100548.44401726975 -24399.027161576319 -100405.36382907775 57726.140168148355 -9431.4490660840584 160602.94515929616 10194.598414043352 -80509.732308799343 -124715.08878348215 194987.32722780478 -97537.196306992832 21389.297600699196 -20231.508573588711 29418.466200246708 -171850.39179144966 33728.665380411876 -10279.295650821097 -25152.023120711285
leaf_weight=4209727 72948 15902 116 84 495 292 45 120 233 30 335 427 57 1586 41 87 782 218 204 57 28 283 305 1316 155 475 108 5442 4088 2178
leaf_count=4209727 72948 15902 116 84 495 292 45 120 233 30 335 427 57 1586 41 87 782 218 204 57 28 283 305 1316 155 475 108 5442 4088 2178
internal_value=0 -1770.51 2489.03 16859.2 -140.79 1511.82 55175.2 76068.3 107440 21897.9 81963.7 91810.9 53671.9 10939.5 31185.9 23926.6 45071 24680.9 87893.7 105095 135150 166204 -63078.2 -3634.92 -38696.4 -10463.4 -82493.3 -735 7409.34 16899
internal_weight=0 108437 35489 5490 29999 28766 1156 499 379 146 864 819 484 4991 2089 2005 1613 1204 422 409 352 311 392 2902 1233 738 263 27610 11708 7620
internal_count=4318164 108437 35489 5490 29999 28766 1156 499 379 146 864 819 484 4991 2089 2005 1613 1204 422 409 352 311 392 2902 1233 738 263 27610 11708 7620
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 5 0 1 5 5 1 6 4 0 0 5 1 1 0 2 0 3 0 0 0 3 4 0 0 3
split_gain=3.36037e+13 4.6057e+13 9.37085e+13 3.3626e+13 1.38179e+14 1.74848e+14 1.39329e+14 1.33826e+14 1.28969e+14 1.1981e+14 1.16271e+14 1.11372e+14 1.06503e+14 2.45738e+14 1.29049e+14 1.06411e+14 1.03552e+14 9.82135e+13 2.78863e+14 1.3322e+14 1.36095e+14 1.2179e+14 9.5865e+13 1.46441e+14 1.08248e+14 8.89184e+13 8.78046e+13 8.57446e+13 3.0718e+14 2.61643e+14
threshold=35.500000000000007 55.860536450000005 55.801980100000009 91.398302750000013 56.093493200000005 82.00500000000001 58.049540950000008 86.192907650000009 49.505000000000003 101.05000000000001 114.17164950000002 1.5000000000000002 3.5000000000000004 50.565831500000009 51.83362145000001 64.020000000000024 91.910414550000013 92.896330950000007 56.028355650000009 14.500000000000002 56.009576300000013 15.500000000000002 55.535913550000011 55.141517900000004 56.110481950000008 3.5000000000000004 1.5000000000000002 51.67657710000001 50.565831500000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 27 15 -1 -9 12 -8 -11 13 -7 -15 -6 -13 18 21 -19 -21 -18 23 -10 -24 -12 -27 28 29 -5
right_child=1 -3 -4 4 6 9 10 8 22 11 25 16 -14 14 -16 -17 17 19 -20 20 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-19.041134907426088 122829.50303548177 127231.06516927083 -53908.055618286133 -21053.287778407474 -6000.4925567960945 146280.43273625502 -18074.669095342419 271.07998072659137 -15445.921126723604 -40551.790941371313 -10309.094050567332 -46356.074806342695 3449.7948164388335 -63353.229099890304 32565.391429869291 -24899.538652084717 102148.84216982272 -2125.3292603954155 -77953.722893415179 300016.29223958333 13402.205130912163 -19288.18032178218 -61377.649252824689 45892.935721533897 -18549.756836491164 958.76356293044182 30910.265285797621 2494.3378700280746 -61594.355818570817 26295.918811361364
leaf_weight=4160804 48 48 80 2577 13339 187 1508 7208 5010 531 1238 295 1551 146 3571 3836 453 1639 140 30 37 101 930 422 1615 1528 2723 103473 963 2133
leaf_count=4160804 48 48 80 2577 13339 187 1508 7208 5010 531 1238 295 1551 146 3571 3836 453 1639 140 30 37 101 930 422 1615 1528 2723 103473 963 2133
internal_value=0 43694.7 12368.5 -1.78098 1511.55 2924.45 -5375.68 -53.2398 -9423.93 16583.7 6519.13 1307.1 25618.1 34425.2 28797.8 -10221.6 9554.62 16427 48143.8 3524.59 141737 80009.6 -18184.3 -10680.6 -34200 13275.8 20144.4 1838.05 -10132.3 389.569
internal_weight=0 176 128 4.31799e+06 141999 117827 24172 4.17599e+06 15185 8681 6997 3226 5455 3904 3717 17175 2695 2400 694 1706 67 554 7977 5432 2545 5489 4251 109146 5673 4710
internal_count=4318164 176 128 4317988 141999 117827 24172 4175989 15185 8681 6997 3226 5455 3904 3717 17175 2695 2400 694 1706 67 554 7977 5432 2545 5489 4251 109146 5673 4710
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=0 3 0 3 3 5 5 1 0 0 1 5 2 1 5 1 3 5 1 3 1 0 0 0 6 1 5 4 5 0
split_gain=3.30103e+13 2.24865e+14 2.59381e+14 2.06734e+14 4.62757e+14 1.88521e+14 2.87685e+14 1.88318e+14 1.86702e+14 4.41044e+14 5.6303e+14 5.24609e+14 3.30276e+14 3.01737e+14 2.98704e+14 2.85308e+14 2.52123e+14 2.48416e+14 2.28352e+14 2.02853e+14 1.91621e+14 1.7941e+14 6.90429e+14 5.66428e+14 4.6535e+14 3.7283e+14 3.37255e+14 5.76237e+14 2.76953e+14 3.419e+14
threshold=45.087005000000012 2.5000000000000004 45.047272400000004 16.500000000000004 18.500000000000004 116.06000000000002 81.910000000000011 37.098288800000006 47.208883950000008 47.236539400000005 39.666208800000007 89.00500000000001 3.5000000000000004 39.753614400000011 44.905000000000008 47.981192400000005 6.5000000000000009 40.605000000000011 39.488326500000007 17.500000000000004 40.247294600000011 51.636650050000007 51.67657710000001 50.973130900000008 1.5000000000000002 37.855187800000003 68.00500000000001 1.5000000000000002 101.05000000000001 48.713222300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -6 12 10 18 14 13 -2 -12 17 -13 -14 -10 -18 -19 23 24 28 26 -25 -23 -28 -11 -30
right_child=8 3 -4 4 7 -7 -8 -9 9 21 11 16 15 -15 -16 -17 19 20 -20 -21 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=7543.6407971358967 4535.650022015202 -704.13242222162626 46179.501520190985 10737.22821805159 180649.8601356908 -37802.380628631428 40676.034567734532 -1193.5295193341874 -30658.027518752002 278.54708900720908 2338.8582028970536 -8586.6208659976655 -1769.5635608817324 -15891.663581955378 22896.354127917857 49974.54754612167 98903.114659903891 -12299.443432983702 692.84416831169574 35638.531796768919 -43051.615365554782 22707.839593478304 -47.596856395634489 -37288.789620851392 2371.3749574226272 -9970.9302543209324 255248.74055208336 53820.916965734556 -65681.834952036894 -45.313176122026753
leaf_weight=16090 51737 396245 1948 38198 57 736 3504 65497 2620 130558 12645 435 28380 8406 16026 829 1335 40846 20516 817 2132 6091 3426285 6165 7690 26346 150 2671 1438 1771
leaf_count=16090 51737 396245 1948 38198 57 736 3504 65497 2620 130558 12645 435 28380 8406 16026 829 1335 40846 20516 817 2132 6091 3426285 6165 7690 26346 150 2671 1438 1771
internal_value=0 745.387 11716.1 352.934 4231.53 12367.4 13252.8 -1035.41 -102.558 30.7317 8968.26 17721.2 -3792.68 1680.59 13829.7 -8352.76 60849.3 -9030.37 -2857.44 74884.9 -13825 -103.966 50.9781 -3312.19 20394.7 -15151.2 35946.6 64531.4 -434.817 -29458
internal_weight=0 522275 18038 504237 107992 42438 41702 65554 3.79589e+06 3.66356e+06 54394 31258 132330 60143 28671 72187 2587 71358 23136 2152 42978 3.60916e+06 3.44289e+06 166278 16602 32511 8912 2821 133767 3209
internal_count=4318164 522275 18038 504237 107992 42438 41702 65554 3795889 3663559 54394 31258 132330 60143 28671 72187 2587 71358 23136 2152 42978 3609165 3442887 166278 16602 32511 8912 2821 133767 3209
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=3 3 6 0 0 1 0 0 1 1 0 0 0 1 1 3 3 4 3 5 5 4 1 1 5 5 2 5 5 0
split_gain=3.5569e+13 2.28586e+14 3.97398e+14 3.70389e+14 6.74298e+14 3.14016e+14 4.21758e+14 6.10058e+14 3.5362e+14 1.65631e+15 2.29224e+15 5.51147e+14 1.24177e+15 5.26344e+14 3.16535e+14 3.13394e+14 2.94555e+14 2.89901e+14 2.38031e+14 2.07545e+14 2.04592e+14 3.8767e+14 2.83549e+14 3.45067e+14 3.08e+14 3.57864e+14 2.44137e+14 2.25812e+14 2.1632e+14 2.0681e+14
threshold=10.500000000000002 12.500000000000002 1.5000000000000002 60.042666650000008 60.017447350000005 30.305955500000003 59.990816400000007 59.982527000000012 30.434657650000002 30.388336800000001 59.916647550000008 59.882016200000002 59.863160500000006 35.911716050000003 30.243224600000001 11.500000000000002 13.500000000000002 1.5000000000000002 11.500000000000002 37.505000000000003 73.010000000000005 2.5000000000000004 39.753614400000011 82.926290250000008 41.995000000000012 18.050000000000004 2.5000000000000004 62.385000000000012 72.705000000000013 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 11 -11 12 18 -10 -9 -14 -3 -6 -7 -12 21 -18 24 -24 25 -23 -22 -26 -25 -29
right_child=1 16 -4 -5 17 8 -8 14 13 10 19 -13 15 -15 -16 -17 20 -19 -20 -21 26 22 23 28 27 -27 -28 29 -30 -31
leaf_value=223.44851873586745 -22232.064735875738 8014.5363332665329 -7049.5904634329127 -34854.624054133244 29362.533038189438 -57894.215346533339 58391.822537064603 -255999.7141419492 -41666.095801750249 -125356.21177665674 -10798.321062500001 -1157.6600664290806 331610.86927083338 4594.3949858987471 -52700.867494212966 149712.62458738618 -63.550860718726682 109164.86775024862 41059.43054819743 284110.65868898813 -12786.527858941148 80283.8115585427 -7647.7163967310908 28052.299485849613 34252.977895806333 -94910.769904536035 -1844.7918267362302 6348.9471407137535 -15152.705072599801 27479.26193396197
leaf_weight=2688514 3578 44829 117700 2398 1028 367 567 177 2677 199 25 7152 138 30274 135 302 1118914 817 720 525 22453 153 16065 5517 5872 490 222162 16511 1467 6438
leaf_count=2688514 3578 44829 117700 2398 1028 367 567 177 2677 199 25 7152 138 30274 135 302 1118914 817 720 525 22453 153 16065 5517 5872 490 222162 16511 1467 6438
internal_value=0 -368.634 -3853 3512.81 5402.77 3066.86 -22181.9 -33926.2 5722.28 22799.5 165477 10486.4 65023.7 836.107 -168034 206763 33.9261 64700.5 7650.06 270706 -218.724 330.551 8727.83 419.756 15227 -53223.7 -2849.12 16754.2 18977 12276.7
internal_weight=0 1.62965e+06 168779 51079 48681 46836 4457 3890 42379 9428 749 8679 1527 32951 312 440 1.46087e+06 1845 1087 550 1.41604e+06 1.17143e+06 52513 23049 29464 643 244615 28821 6984 22949
internal_count=4318164 1629650 168779 51079 48681 46836 4457 3890 42379 9428 749 8679 1527 32951 312 440 1460871 1845 1087 550 1416042 1171427 52513 23049 29464 643 244615 28821 6984 22949
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=3 0 1 5 0 5 0 5 2 3 1 0 0 0 4 5 6 4 5 0 1 5 0 1 1 5 1 6 5 0
split_gain=3.3883e+13 1.8445e+14 1.23482e+14 2.31847e+14 9.96397e+13 7.45332e+13 5.91246e+13 4.74961e+13 4.49711e+13 4.261e+13 2.92561e+14 2.51602e+14 2.15361e+14 1.86431e+14 1.24381e+14 1.77664e+14 1.22741e+14 1.12513e+14 1.11324e+14 1.01163e+14 2.337e+14 2.52364e+14 2.18311e+14 9.8583e+14 8.53e+14 2.1301e+14 2.04948e+14 1.75501e+14 1.71267e+14 1.13496e+14
threshold=1.5000000000000002 47.425481600000005 37.832345550000007 73.995000000000019 55.664473600000008 114.05000000000001 47.236539400000005 55.005000000000003 2.5000000000000004 2.5000000000000004 38.096381250000007 45.254062050000009 45.047272400000004 44.732363600000006 1.5000000000000002 63.855000000000011 1.5000000000000002 2.5000000000000004 43.605000000000011 60.693675950000006 33.101335500000005 37.305000000000007 63.563300600000012 54.845880150000006 39.753614400000011 72.010000000000005 53.664171200000006 1.5000000000000002 68.52500000000002 63.563300600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 -5 8 -1 -3 -4 10 13 12 -12 -2 -13 -16 -17 -18 -14 -11 25 -22 27 24 -24 29 -26 -23 -25 -21
right_child=9 2 5 4 -6 -7 -8 -9 -10 19 11 14 18 -15 15 16 17 -19 -20 20 21 22 23 28 26 -27 -28 -29 -30 -31
leaf_value=4191.0642267717303 44136.771509213373 -20164.752803296426 -8962.3089717694638 -66752.483122702208 -284518.60849431821 -74886.384094449968 37733.916121049362 -78586.158792710587 137547.00262276788 -84.965548278340052 10094.092938839582 -5305.8603174812788 14151.992167637372 -14860.668510840496 7172.8618616101558 56158.281430106508 -46742.797111736625 -6675.0307875774206 55449.724122176834 -23088.077287291788 -6288.8049821251961 -8817.4046298854391 -84371.070169928396 -24480.293221746091 56163.25314644078 -91289.485347922368 10275.083600578555 17020.100773735769 -69803.64111027609 25016.883343331749
leaf_weight=8303 561 695 8960 34 55 173 561 174 21 4150065 9058 17477 990 11836 42834 289 765 8355 1916 2202 12864 2929 599 4078 3252 389 1389 25661 1048 631
leaf_count=8303 561 695 8960 34 55 173 561 174 21 4150065 9058 17477 990 11836 42834 289 765 8355 1916 2202 12864 2929 599 4078 3252 389 1389 25661 1048 631
internal_value=0 -4216.31 -13447 -47606.1 -201327 -9872.09 6313.98 -31862.5 -8619.73 18.6102 2123.36 4295.8 17693.5 -12190.9 1996.75 4439.71 -8002.8 -10036 41380.6 -28.4795 4230.47 5855.25 9865.45 -2566.87 27934.5 -21901.3 42429.4 14373.1 -33746.6 -12373.6
internal_weight=0 18976 10112 958 89 9154 8864 869 8981 4.29919e+06 94081 81684 11964 12397 69720 52243 9409 9120 2906 4.20511e+06 55042 51820 38956 10366 5240 3222 4641 28590 5126 2833
internal_count=4318164 18976 10112 958 89 9154 8864 869 8981 4299188 94081 81684 11964 12397 69720 52243 9409 9120 2906 4205107 55042 51820 38956 10366 5240 3222 4641 28590 5126 2833
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=1 3 0 0 1 0 0 3 0 5 0 0 3 0 6 1 1 0 5 4 0 5 3 2 5 3 4 0 3 1
split_gain=3.33845e+13 2.18231e+14 2.20485e+14 2.34044e+14 2.0203e+14 2.87812e+14 5.09042e+14 4.16069e+14 3.53215e+14 3.52017e+14 4.70094e+14 2.75564e+14 5.04633e+14 5.46643e+14 4.36741e+14 4.6481e+14 3.08728e+14 3.84301e+14 3.51199e+14 3.39402e+14 2.66944e+14 2.66489e+14 2.49487e+14 2.31137e+14 2.29298e+14 2.26981e+14 2.06256e+14 1.95757e+14 3.21931e+14 9.3487e+14
threshold=30.160599000000001 3.5000000000000004 54.762542150000009 54.708501450000007 30.243224600000001 59.939091550000008 59.846652800000008 11.500000000000002 59.755965500000009 86.810000000000016 59.853570100000006 60.003414000000006 12.500000000000002 60.029906750000002 1.5000000000000002 30.207352000000004 30.226173900000003 60.029906750000002 67.520000000000024 2.5000000000000004 60.063729500000008 62.015000000000008 12.500000000000002 11.500000000000002 98.020000000000024 14.500000000000002 3.5000000000000004 54.708501450000007 8.5000000000000018 20.507360500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 24 -2 -8 -11 14 13 -13 15 -9 17 -14 -18 -19 -21 22 -16 -15 -7 -17 -23 28 29 -3
right_child=4 27 -4 -5 -6 7 9 11 -10 10 -12 12 16 23 21 25 18 19 -20 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-42844.053092448412 -90409.703200352917 -28128.025571791706 -34190.980461215069 62180.928307908936 40.254875191211617 -30543.699884477363 -23419.357155157428 -120634.67290443979 13554.165261546357 49888.97662232085 -127327.0939898364 -41788.336958292086 -31880.112393756015 60175.831201981491 -39122.794795063564 116839.32982409892 -13118.385164513946 7899.8675159746417 -72079.884689727318 56988.346101899937 244907.33268382354 68540.404262294454 28241.144674705221 205624.30008680557 57813.709138238548 -17978.287513167135 -52618.054086445183 5717.9766905582137 -20653.128748493804 88492.557673250994
leaf_weight=342 347 1700 2956 559 4195408 5282 11232 410 5612 191 692 584 2288 1651 672 163 6816 7301 1186 683 85 2022 3023 117 311 534 151 57482 7210 1154
leaf_count=342 347 1700 2956 559 4195408 5282 11232 410 5612 191 692 584 2288 1651 672 163 6816 7301 1186 683 85 2022 3023 117 311 534 151 57482 7210 1154
internal_value=0 2144.34 -20990.9 22315.7 -36.0539 -6270.29 -16428.8 -753.149 7500.22 -28198.7 -88993.8 4272.47 -1517.18 42093.5 21463.8 -36148 -7104.21 4294.24 -21857.2 14551.6 77786.7 32332.3 15989.8 69801.1 -25630.6 13550.1 60121.2 3465.41 -9400.47 19026.9
internal_weight=0 71403 3857 901 4.24676e+06 51353 18074 33279 5959 12115 883 27686 20711 2352 6975 1107 18359 10357 8002 8069 768 5868 3695 1768 5593 697 2173 67546 10064 2854
internal_count=4318164 71403 3857 901 4246761 51353 18074 33279 5959 12115 883 27686 20711 2352 6975 1107 18359 10357 8002 8069 768 5868 3695 1768 5593 697 2173 67546 10064 2854
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 0 0 1 1 1 5 5 5 1 0 1 1 3 0 3 1 0 1 1 3 1 0 3 3 0
split_gain=3.33189e+13 9.67646e+14 5.49448e+14 4.52106e+14 4.52845e+14 3.99664e+14 5.77224e+14 5.2724e+14 4.84227e+14 3.90196e+14 3.715e+14 3.62932e+14 3.59319e+14 3.48635e+14 3.29367e+14 1.53602e+15 1.47728e+15 9.32094e+14 7.42443e+14 6.70441e+14 5.92952e+14 5.56452e+14 1.1974e+15 1.3032e+15 7.19318e+14 1.24557e+15 8.47493e+14 5.93936e+14 5.68683e+14 5.95124e+14
threshold=56.121679000000007 56.054485600000007 96.015000000000015 92.896330950000007 47.473138800000008 56.338501050000012 56.635684300000008 47.473138800000008 84.920232800000022 34.359746700000009 47.005000000000003 63.855000000000011 69.015000000000015 86.192907650000009 55.899899800000007 37.620907050000007 37.533784800000006 15.500000000000002 55.91302515000001 8.5000000000000018 37.417247200000006 55.86787755000001 37.436176200000013 37.39371280000001 18.500000000000004 37.314272700000011 55.885524800000006 11.500000000000002 22.500000000000004 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 11 7 8 9 12 -2 -11 -3 -7 -10 21 16 17 19 -19 -16 -21 -1 23 24 25 27 -27 -23 -25 -30
right_child=5 2 -4 -5 -6 6 -8 -9 13 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 28 -26 26 -28 -29 29 -31
leaf_value=10.002688532472007 -99569.972569704056 -5152.3944816849207 -93899.649432595397 4381.2902757784996 -36052.457140126047 -9588.6937764592712 369.93108656342667 -14575.704298448718 50727.820738021263 2703.5792706666962 14768.399533708254 -35009.329797580482 -35820.670266960624 -84723.440505002582 15513.909279436288 -427.04102760538063 118472.62826701567 59563.071070792212 -7185.2963133824978 88920.342254941163 24595.853020703289 -26262.627903049179 -3159.1062862627296 -91434.39513012697 -60264.878401714297 102024.56227768485 400080.33948266809 159697.51751943005 -70283.935233774042 54597.825376295863
leaf_weight=2975824 334 20138 851 11532 10320 39510 951662 11132 1833 51416 50678 5103 6017 212 5294 106478 1639 1951 11424 3733 2326 1560 39471 4200 1131 481 119 193 975 627
leaf_count=2975824 334 20138 851 11532 10320 39510 951662 11132 1833 51416 50678 5103 6017 212 5294 106478 1639 1951 11424 3733 2326 1560 39471 4200 1131 481 119 193 975 627
internal_value=0 -163.668 -14263.7 -12824.6 -18404.2 471.441 -167.438 6093.05 -10917.3 8339.36 8692.38 -11188.6 -13055.6 36685.9 50.4333 4923.85 26532.4 20438.5 2551.23 41511.5 64226.7 -163.616 -10760.2 -43069.4 5274.32 36776.6 161139 -5788.98 -72099 -21407
internal_weight=0 3.20537e+06 47944 47093 35561 1.11279e+06 999234 113560 47572 102428 102094 25241 45527 2045 3.15743e+06 132845 26367 24728 13375 11353 6059 3.02458e+06 48757 9286 3484 2353 600 1753 5802 1602
internal_count=4318164 3205370 47944 47093 35561 1112794 999234 113560 47572 102428 102094 25241 45527 2045 3157426 132845 26367 24728 13375 11353 6059 3024581 48757 9286 3484 2353 600 1753 5802 1602
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 6 0 1 1 1 4 1 1 1 6 0 1 3 3 4 3 0 6 3 3 0 5 5 4 1
split_gain=3.51253e+13 2.64178e+14 7.891e+14 8.02711e+14 9.7582e+14 7.90793e+14 9.09901e+14 1.649e+15 1.42968e+15 5.62641e+14 5.41857e+14 5.31846e+14 5.31197e+14 5.15753e+14 8.38328e+14 7.94055e+14 4.38765e+14 4.08223e+14 6.15441e+14 4.02385e+14 3.44555e+14 4.74001e+14 3.36825e+14 3.26159e+14 3.1615e+14 3.13104e+14 3.07088e+14 2.91463e+14 3.50848e+14 2.8951e+14
threshold=59.963407450000012 59.916647550000008 30.502469200000004 30.332994000000003 17.500000000000004 1.5000000000000002 59.950068600000009 30.388336800000001 30.410108300000001 30.388336800000001 1.5000000000000002 30.370618100000005 30.434657650000002 30.315880100000005 1.5000000000000002 59.939091550000008 30.346469350000003 17.500000000000004 18.500000000000004 2.5000000000000004 5.5000000000000009 59.950068600000009 1.5000000000000002 12.500000000000002 11.500000000000002 59.950068600000009 102.01000000000001 62.385000000000012 1.5000000000000002 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 7 11 10 25 -9 -5 -10 -3 15 -15 23 -17 19 27 -16 -22 -11 -8 -18 -6 -23 28 -19 -7
right_child=-2 2 -4 4 9 29 16 8 12 22 -12 -13 -14 14 20 17 24 18 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-40.872797984023954 -1237.9577907890962 4550.8188258088649 -38730.784076669544 53154.060292869275 -125682.18425005744 34456.426736100613 38853.537197202211 138375.69403498428 85883.055878518266 -35330.864060107808 275876.36804002005 -97400.670602964747 -128375.27902762278 -353754.74666270381 51771.23056573623 -89907.9280482701 -239830.29740287166 151279.44735585089 -59921.294288673358 -115234.00583836036 -51148.673831475171 109110.69185071791 30774.14776307053 264366.56994598766 -23576.142992512345 186095.5606617647 -88394.907195312495 298142.24122740963 -122139.57912171379 8735.6805388210414
leaf_weight=4029472 217645 35919 3719 589 612 8590 308 477 667 1786 718 390 140 92 1207 1568 74 184 921 79 1217 370 1356 81 782 34 100 83 63 8921
leaf_count=4029472 217645 35919 3719 589 612 8590 308 477 667 1786 718 390 140 92 1207 1568 74 184 921 79 1217 370 1356 81 782 34 100 83 63 8921
internal_value=0 65.7076 6110.48 8587.38 22560.8 30723 69549 99536.2 151546 -24277 220991 -6821.78 48713.1 55.1786 -27388.6 -64523.6 -2251.73 -55341.7 -14589.9 87488.9 10978.4 -18207.7 -6801.78 85811.3 -42271 -109273 67088.2 136019 81541 21353
internal_weight=0 4.10052e+06 71047 67328 25525 21737 4226 2981 2002 3788 1195 979 807 41803 5884 2990 1245 2898 1330 409 2894 1687 3142 389 856 646 470 330 247 17511
internal_count=4318164 4100519 71047 67328 25525 21737 4226 2981 2002 3788 1195 979 807 41803 5884 2990 1245 2898 1330 409 2894 1687 3142 389 856 646 470 330 247 17511
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 4 3 5 5 1 1 0 1 1 0 0 5 1 0 1 0 0 0 6 5 0 1 0 3 1
split_gain=3.51053e+13 5.99207e+14 4.27239e+14 3.5459e+14 4.2211e+14 3.86443e+14 4.03715e+14 3.28757e+14 2.66307e+14 2.62986e+14 3.95714e+14 6.18595e+14 4.04056e+14 3.58228e+14 1.06061e+15 5.77086e+14 6.33125e+14 4.40274e+14 1.10966e+15 5.167e+14 4.41963e+14 3.40535e+14 3.36294e+14 5.17452e+14 3.18033e+14 3.37007e+14 4.5288e+14 9.33933e+14 7.82092e+14 4.47272e+14
threshold=49.073956850000009 49.201680550000006 57.945214300000011 61.020000000000003 55.769960200000007 2.5000000000000004 5.5000000000000009 77.715000000000018 82.00500000000001 44.660994650000006 43.808567100000012 47.425481600000005 44.083877800000003 39.925119750000007 44.226894250000008 57.692655200000004 69.015000000000015 40.810045900000013 43.642715500000008 41.950906500000009 43.465905150000005 56.663136550000011 43.642715500000008 1.5000000000000002 46.010000000000012 56.301440000000007 43.94115175000001 56.338501050000012 16.500000000000004 44.005491150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 6 8 -7 -6 10 13 12 -12 -1 17 16 -16 18 20 -19 -15 -11 23 -21 -13 -26 -27 29 -29 -28
right_child=1 -3 -4 4 5 7 -8 -9 -10 21 11 24 -14 14 15 -17 -18 19 -20 22 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=118.50315039554944 4195.5004058847489 -41.487841952923084 116776.4008298113 -4802.3630560553283 93806.489881602058 -2479.0139426056412 41295.105696411512 32273.159583103297 263912.21217474173 -3733.9793848299823 -59830.364557207766 2937.232146854381 -7227.2007863842218 19268.562731771606 -9063.3632371145941 16336.385658702762 -31312.296618519282 -67111.9404667239 114408.78844266466 -38803.978589320315 -90492.446030612351 -58555.360009947501 13399.146177324365 4681.7774740241684 7891.0038238043026 7264.908098065679 32927.521934310003 -76844.935359546682 106558.65097705406 79290.529449985188
leaf_weight=2010362 54638 1835629 366 5408 357 4840 4522 6221 124 163283 1833 35157 7180 6443 81437 7445 15173 1014 1282 3684 389 1141 20846 10638 21898 7005 4847 1058 298 3646
leaf_count=2010362 54638 1835629 366 5408 357 4840 4522 6221 124 163283 1833 35157 7180 6443 81437 7445 15173 1014 1282 3684 389 1141 20846 10638 21898 7005 4847 1058 298 3646
internal_value=0 319.841 8992.71 8474.39 19362.5 27497.7 50559.8 17066.5 137659 -254.179 28.9687 6808.05 -17925.3 -231.434 -4973.57 -10490.3 -12557.7 7985.73 29038.4 3264.55 13019 -4114.41 5293.72 -6503.92 9824.21 16072.3 26702 40526.5 -36539.4 52830.9
internal_weight=0 1.9121e+06 76476 76110 21472 16064 5003 11061 481 2.40606e+06 2.24164e+06 82922 9013 2.15871e+06 148351 104055 96610 44296 8114 36182 6832 164424 35168 14322 73909 38752 16854 9849 1356 8493
internal_count=4318164 1912105 76476 76110 21472 16064 5003 11061 481 2406059 2241635 82922 9013 2158713 148351 104055 96610 44296 8114 36182 6832 164424 35168 14322 73909 38752 16854 9849 1356 8493
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 5 3 0 6 1 0 0 5 3 1 3 3 1 5 5 0 5 3 0 1 0 1 0 1 0
split_gain=3.42807e+13 9.37447e+14 4.25613e+14 3.92389e+14 6.78726e+14 3.61894e+14 3.30357e+14 3.17249e+14 3.13175e+14 3.44488e+14 3.36336e+14 2.72726e+14 3.29972e+14 2.60426e+14 3.38773e+14 2.65759e+14 2.54273e+14 2.5279e+14 4.34357e+14 2.86854e+14 2.76936e+14 2.46351e+14 2.21019e+14 2.74921e+14 2.17348e+14 6.04538e+14 5.4597e+14 5.06925e+14 4.67709e+14 8.89411e+14
threshold=65.480823400000006 61.463701450000009 65.565203050000022 57.106514900000001 57.265292900000006 69.610000000000014 4.5000000000000009 57.117834900000013 1.5000000000000002 65.551978750000004 57.131524800000008 57.117834900000013 100.05000000000001 22.500000000000004 65.551978750000004 19.500000000000004 9.5000000000000018 65.520339550000017 86.02500000000002 112.04500000000002 57.147575200000006 78.710000000000022 9.5000000000000018 57.157092150000004 82.784560750000011 60.693675950000006 65.659480050000013 55.619594000000006 82.91993380000001 55.055104550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -3 7 -2 9 22 11 16 -13 15 21 17 -10 19 -19 -12 -20 -15 23 -8 25 26 -4 -28 29 -26
right_child=2 3 24 4 -6 -7 8 -9 10 -11 13 12 -14 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=3.1073525424292137 135746.73502371652 -20592.748889166367 -540.84396800970001 18017.037855487873 -33785.735138817159 -63748.289845866457 31535.259449464556 26834.78217807578 87514.321428222655 49757.846184599788 -1614.2105437620382 -13521.672015464286 -83487.984412534555 85659.354631526294 17538.439916129981 -47809.241607964679 3523.547010807667 9721.9172312535138 9512.5845190246528 -138405.22276168142 76220.62034047037 275224.01805218449 7182.0017632278459 168834.47146827783 2214.1785871129277 30952.932619287774 -9236.1397976484113 -38384.45134880337 -356.39811406588507 23633.761831543703
leaf_weight=3098703 385 19356 48305 6700 4063 2160 734 876 395 3243 6507 8130 735 205 538 797 4120 10565 933 157 1869 103 8732 182 110926 4439 19783 8543 922489 23491
leaf_count=3098703 385 19356 48305 6700 4063 2160 734 876 395 3243 6507 8130 735 205 538 797 4120 10565 933 157 1869 103 8732 182 110926 4439 19783 8543 922489 23491
internal_value=0 -173.498 457.569 -17127.1 -1538.35 -24925.2 9563.12 60087 8234.3 21561.8 3333.16 -9133.76 -19322.6 11029.4 65418.3 8820.16 10871.6 11073.4 19005.3 -4836.93 54008.4 149053 12084.2 58815.2 63.8458 -4926.14 -7004.51 -18027.1 446.603 5957.51
internal_weight=0 3.13098e+06 1.18718e+06 32279 10763 21516 49206 1261 47945 12891 35054 13380 8865 21674 846 20828 4515 20031 13367 6664 2802 308 9648 916 1.13798e+06 81070 76631 28326 1.05691e+06 134417
internal_count=4318164 3130982 1187182 32279 10763 21516 49206 1261 47945 12891 35054 13380 8865 21674 846 20828 4515 20031 13367 6664 2802 308 9648 916 1137976 81070 76631 28326 1056906 134417
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=3 5 1 3 6 4 1 0 0 0 1 1 0 0 0 0 2 3 3 3 5 5 3 5 4 3 1 0 0 0
split_gain=3.77941e+13 2.23248e+14 2.64991e+14 4.41525e+14 3.46178e+14 7.08215e+14 6.58599e+14 1.70772e+15 1.26579e+15 1.16187e+15 6.52517e+14 6.51276e+14 9.93142e+14 1.12205e+15 1.1203e+15 5.11482e+14 4.44669e+14 4.15245e+14 3.91363e+14 4.1526e+14 3.87442e+14 3.78829e+14 3.77265e+14 3.47786e+14 5.17068e+14 7.25865e+14 3.35468e+14 3.67684e+14 3.19097e+14 3.16653e+14
threshold=10.500000000000002 39.355000000000011 38.969379750000009 14.500000000000002 1.5000000000000002 1.5000000000000002 37.914142000000005 55.727011600000004 56.143542450000005 55.68356880000001 38.233559750000005 37.855187800000003 55.762622900000004 55.993277250000013 56.009576300000013 55.299834250000011 8.5000000000000018 14.500000000000002 12.500000000000002 13.500000000000002 64.405000000000015 53.005000000000003 22.500000000000004 72.705000000000013 2.5000000000000004 11.500000000000002 37.889331900000009 55.701368300000006 59.904813200000007 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 11 9 -9 -8 -10 16 15 20 -15 -13 23 -11 21 28 -14 -7 -19 24 -3 -26 27 -17 -20 -21
right_child=1 2 3 -5 5 18 7 8 10 17 -12 12 13 14 -16 26 -18 22 19 29 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=230.33168583208928 1524.4837805194982 -6415.7727925582421 -8140.2230760735611 -1258.8906955372149 -4860.1480861492118 -20337.693058324603 20569.922316674099 -34224.244262085769 -615.62989964978453 170593.03346706196 307753.93208821618 188846.01543126261 -90762.699544471165 305657.10918115603 -72346.983162992794 -9911.0480488243029 1608.4856477708306 38102.748114548391 19785.193173016025 109156.24052959983 -194874.07422350405 2979.5496087183028 117085.95359745536 -18290.877569727669 182214.76332295375 17119.572078408582 28161.816319579259 -56330.693344741798 78504.856365021085 6839.2392344815307
leaf_weight=2688514 446770 71135 113642 519410 85539 9997 7776 6038 116 571 168 124 1300 133 191 5874 124378 1267 2874 303 493 22994 1157 22534 281 5094 1489 2405 1365 174232
leaf_count=2688514 446770 71135 113642 519410 85539 9997 7776 6038 116 571 168 124 1300 133 191 5874 124378 1267 2874 303 493 22994 1157 22534 281 5094 1489 2405 1365 174232
internal_value=0 -379.99 -1099.3 -2494.19 506.719 2819.25 -2215.89 16737.3 -24519.9 40953 181800 -3591.95 -26278.1 -88441.3 82821.4 -12974.4 -2372.56 93874.2 5921.22 7767.97 -119389 -4086.09 75802.2 -7371.91 -4156.01 25750.6 -15536.4 -23395.7 38693.5 7016.87
internal_weight=0 1.62965e+06 1.18288e+06 633052 549828 297304 252524 17093 6322 10771 284 235431 12009 2117 324 9892 223422 2995 211765 178774 1793 32991 2424 99044 76510 5375 9768 8279 4239 174535
internal_count=4318164 1629650 1182880 633052 549828 297304 252524 17093 6322 10771 284 235431 12009 2117 324 9892 223422 2995 211765 178774 1793 32991 2424 99044 76510 5375 9768 8279 4239 174535
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=5 1 4 0 2 3 2 4 0 5 4 5 0 3 1 0 4 0 1 0 0 1 1 1 3 0 0 5 0 3
split_gain=3.68381e+13 8.35594e+13 9.14983e+13 1.08701e+14 5.95193e+13 1.24609e+14 5.03758e+13 1.04073e+14 9.71993e+13 8.40165e+13 9.49536e+13 8.41925e+13 9.30651e+13 7.49723e+13 6.78892e+13 9.89207e+13 7.74574e+13 6.57578e+13 1.49785e+14 8.84873e+13 7.98664e+13 6.72958e+13 6.21479e+13 7.06837e+13 2.95208e+14 1.51303e+14 1.63605e+14 7.14809e+13 6.1934e+13 7.03027e+13
threshold=25.005000000000006 30.425002000000003 1.5000000000000002 59.916647550000008 2.5000000000000004 8.5000000000000018 2.5000000000000004 1.0000000180025095e-35 54.940316550000006 13.050000000000002 1.5000000000000002 16.850000000000005 55.173809400000003 5.5000000000000009 60.695889550000011 61.785186750000001 1.5000000000000002 55.734663800000007 37.516458750000005 55.628356700000005 55.645049100000001 37.39371280000001 37.582182450000005 37.642309100000013 8.5000000000000018 55.769960200000007 55.727011600000004 16.850000000000005 55.576287050000012 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 22 8 -8 13 -11 12 -12 -9 16 -16 -15 18 19 -10 21 -21 -3 24 25 26 -24 -28 -20 -30
right_child=-2 6 3 4 5 -7 7 9 17 10 11 -13 -14 14 15 -17 -18 -19 28 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-12273.277680605956 51.360474241360876 -11769.404726509169 -22172.930830223882 8200.6446777343754 407001.46998046874 88811.713307189944 -2554.0933721064503 -4552.3327741781786 55918.002068259957 -3469.4787866892484 237606.94338060464 -43582.294554539549 -29759.419778645839 57664.586654449384 -12194.676359309897 129167.32962116746 15167.029116701946 3357.2952497983201 5433.1073930795646 -170510.05394531251 29930.72251756657 -13509.863612827037 -16376.683047762785 -3214.5752784932301 -11478.596698255673 4572.2617551971225 69908.744086820763 139271.87774073824 -59201.873783735791 32873.269334969773
leaf_weight=8783 4188645 7725 67 20 20 32 11691 1981 1218 36342 23 863 30 714 750 53 1074 11020 7382 40 338 86 143 34662 1919 421 314 282 88 1438
leaf_count=8783 4188645 7725 67 20 20 32 11691 1981 1218 36342 23 863 30 714 750 53 1074 11020 7382 40 338 86 143 34662 1919 421 314 282 88 1438
internal_value=0 -1661 -10999.3 69499.5 154806 211192 -970.132 619.792 4791.12 -2701.02 -4270.95 -36069.2 86267.5 10092.6 21289.8 -2864.43 32137.5 8764.88 14392 41761.3 4599.86 -63351.2 -3597.43 -1924.75 12595.5 52421.6 79680.9 102728 9224.2 27563.6
internal_weight=0 129519 8922 139 72 52 120597 75131 33301 41830 37258 916 53 4572 2591 803 1788 21610 10590 1682 464 126 45466 37741 3079 1160 739 596 8908 1526
internal_count=4318164 129519 8922 139 72 52 120597 75131 33301 41830 37258 916 53 4572 2591 803 1788 21610 10590 1682 464 126 45466 37741 3079 1160 739 596 8908 1526
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 0 0 1 1 1 1 1 3 0 0 1 1 1 0 1 0 5 0 4 3 2 4 2 0 5
split_gain=3.5043e+13 1.30349e+14 9.24505e+14 5.40665e+14 4.69598e+14 5.62485e+14 4.02537e+14 9.39346e+14 4.63429e+14 3.81061e+14 5.48267e+14 3.40074e+14 4.71341e+14 3.2359e+14 2.89504e+14 7.02111e+14 4.40047e+14 5.32943e+14 8.13062e+14 3.77711e+14 4.67172e+14 3.45095e+14 3.1761e+14 3.13728e+14 5.92943e+14 3.133e+14 2.77501e+14 5.73445e+14 2.75553e+14 2.78036e+14
threshold=88.015000000000015 56.852744000000008 56.819808050000006 57.131524800000008 65.520339550000017 57.60800230000001 57.641335050000002 39.899261850000009 30.502469200000004 60.55755580000001 60.628582700000003 65.565203050000022 12.500000000000002 59.609407350000005 55.899899800000007 43.808567100000012 37.832345550000007 37.66934650000001 55.576287050000012 44.083877800000003 56.320495600000008 89.00500000000001 55.834684950000003 1.5000000000000002 9.5000000000000018 19.500000000000004 3.5000000000000004 1.5000000000000002 55.885524800000006 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 -3 5 -5 7 26 13 -4 -11 12 -6 -8 16 -16 17 -2 -19 20 23 -20 -18 24 -17 -25 -7 -28 -23 -30
right_child=1 3 9 4 11 6 8 -9 -10 10 -12 -13 -14 -15 15 19 22 18 21 -21 -22 28 -24 25 -26 -27 27 -29 29 -31
leaf_value=67.824200093910918 4825.2671034565928 -30279.060640726322 -15101.373726846883 -47753.378124461764 72869.146234820466 63329.132891011766 -102260.62287476796 -90952.428131587047 -31133.518218501762 76008.821096288215 -15582.91438651707 -4136.2280633025375 1553.80347908001 1618.5787422046558 -41148.861574702722 -268986.61710597825 -1872.8582074451017 -5300.7144745084888 -23037.021880340577 -10375.54506463198 65279.284939528028 87675.03843608388 -65893.895927491802 12103.075381211456 85524.39050476074 -266471.06875000003 606202.5802455357 127771.84920397846 -271799.17921057413 52167.572758152179
leaf_weight=4086520 25630 7575 910 2920 2195 1010 303 385 5479 3102 828 2608 1604 29063 5948 115 118645 2449 352 12060 1682 2867 780 2635 80 41 28 238 43 69
leaf_count=4086520 25630 7575 910 2920 2195 1010 303 385 5479 3102 828 2608 1604 29063 5948 115 118645 2449 352 12060 1682 2867 780 2635 80 41 28 238 43 69
internal_value=0 -1196.51 102.009 -5530.01 -1439.63 -5520.1 -2141.99 45953.7 -4434.63 43209.6 56711.6 23669.9 42758.6 546.747 -1101.25 -11666.5 479.034 11011.1 38440.5 -1110.85 23429.5 70599.7 -2291 -1088.55 -123546 7834.94 87261.6 178133 81663.8 -72212.5
internal_weight=0 231644 178236 53408 45833 39426 36506 1661 34845 4840 3930 6407 3799 29366 173396 22561 150835 31410 5780 16613 4553 3331 119425 2871 195 2676 1276 266 2979 112
internal_count=4318164 231644 178236 53408 45833 39426 36506 1661 34845 4840 3930 6407 3799 29366 173396 22561 150835 31410 5780 16613 4553 3331 119425 2871 195 2676 1276 266 2979 112
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 3 0 0 0 0 1 5 0 1 6 1 5 1 4 0 0 3 2 0 1 3 6 6 6 0
split_gain=3.63786e+13 2.70913e+14 3.07036e+14 9.12084e+14 5.8593e+14 1.10171e+15 3.61196e+14 3.41083e+14 3.00075e+14 6.48592e+14 4.30526e+14 6.18997e+14 4.17778e+14 4.20376e+14 6.93662e+14 3.35594e+14 2.78847e+14 2.78448e+14 2.70048e+14 2.62194e+14 5.73214e+14 2.5451e+14 2.53367e+14 3.05313e+14 2.52039e+14 6.14874e+14 2.8466e+14 2.76848e+14 2.58158e+14 2.3532e+14
threshold=18.500000000000004 37.832345550000007 20.500000000000004 37.436176200000013 37.475443250000005 19.500000000000004 55.899899800000007 55.860536450000005 55.576287050000012 55.769960200000007 37.597123000000003 53.385000000000012 55.762622900000004 37.503486000000002 1.5000000000000002 37.66934650000001 65.045000000000016 37.516458750000005 2.5000000000000004 59.939091550000008 59.882016200000002 19.500000000000004 3.5000000000000004 55.784980300000008 30.226173900000003 19.500000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 55.56564190000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 5 -5 7 -7 29 12 21 -12 13 14 -10 -13 17 -15 -18 20 -2 -11 23 -23 25 26 -21 -26 -27 -6
right_child=1 -3 -4 4 8 6 -8 -9 9 10 11 15 -14 16 -16 -17 18 -19 -20 24 -22 22 -24 -25 27 28 -28 -29 -30 -31
leaf_value=116.66889686817557 -5692.0291171153431 -2645.8162656278864 135.74840079388693 -66506.131578012864 9084.0382641449687 181342.55514199301 13459.076394171463 382411.04890267178 352493.81310307019 10173.278763282491 -7785.5630634398449 105894.32670727541 230834.39607714178 -15528.866118750848 -91194.922640931385 -2412.7496482664042 172777.3024547298 55504.546554594024 60031.657481310889 -51351.98856215203 32797.681489808769 -304343.95022498019 -27479.389164758439 -66199.036612426033 -36772.976103324647 106085.13248669967 37010.73621334941 -3685.6841849942703 2228.3722201450892 -79833.463336032772
leaf_weight=3717520 11227 329935 226555 209 3215 237 76 131 114 1496 1516 1250 147 751 51 371 328 2081 603 1131 5904 79 870 169 4583 757 538 5642 350 328
leaf_count=3717520 11227 329935 226555 209 3215 237 76 131 114 1496 1516 1250 147 751 51 371 328 2081 603 1131 5904 79 870 169 4583 757 538 5642 350 328
internal_value=0 -722.09 1622.51 9251.12 30320 122813 211930 252919 25802.2 34798.5 13171.8 38147.9 65320 59125.8 215354 81106 52275.5 36667.6 99753 -553.333 7573 -16801.3 -52896.1 -142060 -11261.1 15460.8 -22868.4 -18515.9 73248.8 852.331
internal_weight=0 600644 270709 44154 14022 653 444 368 13369 9826 5751 3137 4075 3928 165 1621 3763 2832 931 30132 17131 2614 1118 248 13001 2776 1669 10225 1107 3543
internal_count=4318164 600644 270709 44154 14022 653 444 368 13369 9826 5751 3137 4075 3928 165 1621 3763 2832 931 30132 17131 2614 1118 248 13001 2776 1669 10225 1107 3543
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 1 0 1 5 0 1 0 0 1 1 6 3 1 0 1 0 1 1 3 0 1 1 3 5
split_gain=3.74762e+13 6.3434e+14 3.16471e+14 7.26131e+14 3.59258e+14 3.14909e+14 5.38918e+14 3.05618e+14 3.38397e+14 3.22559e+14 3.02144e+14 2.49122e+15 1.33667e+15 1.10059e+15 2.46405e+15 1.5771e+15 2.79057e+15 1.11014e+15 9.94252e+14 1.81411e+15 1.51798e+15 1.40202e+15 1.16394e+15 1.80371e+15 1.05697e+15 1.0531e+15 9.78191e+14 1.20107e+15 7.46856e+14 8.2222e+14
threshold=39.694727950000008 39.739656000000004 53.145783300000012 53.242949050000007 132.05000000000004 44.226894250000008 39.488326500000007 52.719210700000012 45.148007750000012 67.00500000000001 55.751981950000008 38.891822450000006 55.734663800000007 55.755036050000008 37.642309100000013 37.615058950000012 1.5000000000000002 9.5000000000000018 37.855187800000003 55.842510000000011 37.971176850000006 55.801980100000009 37.516458750000005 37.457850350000008 19.500000000000004 56.093493200000005 37.362912300000012 37.889331900000009 12.500000000000002 60.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 7 4 -4 6 -1 -3 -9 -10 12 13 -7 14 15 -12 17 -17 21 20 -20 22 23 28 -21 -26 -14 -28 -15 -30
right_child=1 2 3 -5 -6 10 -8 8 9 -11 11 -13 26 18 -16 16 -18 -19 19 24 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-38533.848623348807 8772.2742519710391 -2294.6977009620682 14075.832926906067 153.6888784992635 120222.71163383152 278.31250254396991 12690.202125352787 21394.54561374028 -15909.686383691844 -60666.855141729015 63843.182919702376 -48961.407264020061 -31239.972093265231 5630.5497607286179 36377.658501932645 -149686.01977118771 -174532.55253309489 -22681.326849123059 -60252.914913550558 -2859.6168277488432 -11932.133357115981 -384.76894174670025 31841.275921098681 -40609.502000438646 34235.778034261588 250844.26016122612 48084.729866129135 1991.3546642728215 37924.931263139464 161166.35646260052
leaf_weight=5461 84406 287195 32640 2086340 322 1005672 3292 2103 12943 1839 945 11019 2955 4003 3921 790 2021 5343 11251 60274 15400 618565 25326 6828 787 314 14242 9374 1823 770
leaf_count=5461 84406 287195 32640 2086340 322 1005672 3292 2103 12943 1839 945 11019 2955 4003 3921 790 2021 5343 11251 60274 15400 618565 25326 6828 787 314 14242 9374 1823 770
internal_value=0 250.304 -46.5153 386.351 15112.8 -346.728 -19268.5 -3063.4 -16138.2 -21477.8 -254.799 -1754.81 863.233 -1068.9 -29892.5 -58450 -72623.1 -39041 -565.395 -10545.9 -32331.3 771.168 19223.3 -4581.89 -1085.98 96011.5 23001.6 29788.7 32712.9 74521.9
internal_weight=0 2.50779e+06 2.42338e+06 2.1193e+06 32962 1.81038e+06 8753 304080 16885 14782 1.80162e+06 769380 1.03224e+06 758361 13020 9099 8154 6133 745341 88026 26651 657315 38750 13424 61375 1101 26571 23616 6596 2593
internal_count=4318164 2507788 2423382 2119302 32962 1810376 8753 304080 16885 14782 1801623 769380 1032243 758361 13020 9099 8154 6133 745341 88026 26651 657315 38750 13424 61375 1101 26571 23616 6596 2593
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 0 0 5 1 3 6 1 5 1 0 0 5 1 0 3 0 6 5 0 6 5 3
split_gain=4.18293e+13 5.92602e+14 9.74715e+14 1.09902e+15 2.36374e+15 2.45331e+15 1.55285e+15 1.46898e+15 1.12252e+15 8.75504e+14 8.22482e+14 7.906e+14 7.58643e+14 7.5491e+14 1.59551e+15 9.43196e+14 6.65164e+14 2.00308e+15 1.16449e+15 1.16243e+15 1.00773e+15 2.89633e+15 1.44263e+15 1.23104e+15 2.00509e+15 9.02101e+14 8.6942e+14 8.51847e+14 8.2048e+14 7.53831e+14
threshold=37.752451500000006 37.66934650000001 55.946414150000003 55.745923000000012 55.664473600000008 55.591389050000011 55.820531900000013 55.628356700000005 55.899899800000007 55.719391050000006 50.410000000000004 37.692869000000009 25.500000000000004 1.5000000000000002 37.712318250000003 44.410000000000004 37.620907050000007 55.68356880000001 55.777112100000004 118.33500000000002 37.615058950000012 55.762622900000004 25.500000000000004 55.74310830000001 1.5000000000000002 46.810000000000009 55.727011600000004 1.5000000000000002 64.020000000000024 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 5 -3 -5 10 11 13 -7 12 -8 14 -6 -16 20 -18 19 26 -1 22 23 -22 -25 -26 29 -28 -23 -19
right_child=-2 2 -4 6 9 7 8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 21 28 -24 24 25 -27 27 -29 -30 -31
leaf_value=118.14648235243713 171.39496072137581 -25970.85065723908 -58402.942386056413 34287.890898229634 65106.179377899833 28598.072688006094 -21497.685526688132 -4417.6684431591229 12988.822418505843 -17928.947906153146 95013.233761478506 -72529.013754561602 125218.96355177357 -47029.809233502077 -72162.969417830638 -186417.36487856071 -25536.789542920313 -29867.602040831251 15156.039664720645 -557594.79822916666 -18361.935698099871 26961.533940283203 60296.169597574873 -49476.354601367864 -105002.31829417593 -242201.58151973865 344537.11007812503 98730.597958558748 136423.59018564405 64016.617532708966
leaf_weight=869963 3313357 18878 3752 13141 458 4009 6701 6916 10959 4656 3486 3388 372 4897 1301 1625 9259 1152 17184 30 5378 2149 1200 5206 1029 897 150 2346 1005 3320
leaf_count=869963 3313357 18878 3752 13141 458 4009 6701 6916 10959 4656 3486 3388 372 4897 1301 1625 9259 1152 17184 30 5378 2149 1200 5206 1029 897 150 2346 1005 3320
internal_value=0 -565.176 -8577.69 -6263.65 -16348.8 -2251.93 7225.45 28819.2 -9377.14 -52622.4 59488.4 -32807.8 -13781.2 -72128.8 -108450 -135616 170.881 14015.7 29159.9 63547.1 -351.187 -24562.7 -44439.9 -54486.5 -81726.9 -168900 66221.3 113503 61840.9 39831.8
internal_weight=0 1.00481e+06 84539 80787 46226 33289 34561 14411 21420 12937 7495 10461 7073 8281 3384 2926 920268 33441 24182 6998 886827 16864 13710 12510 7132 1926 6968 2496 3154 4472
internal_count=4318164 1004807 84539 80787 46226 33289 34561 14411 21420 12937 7495 10461 7073 8281 3384 2926 920268 33441 24182 6998 886827 16864 13710 12510 7132 1926 6968 2496 3154 4472
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 4 3 2 2 5 5 3 1 1 4 5 4 0 3 3 5 5 1 5 5 5 3 5 3 5
split_gain=3.96393e+13 1.38177e+14 1.85552e+14 1.59764e+14 1.20819e+14 1.09625e+14 1.03056e+14 9.77659e+13 8.9565e+13 7.89744e+13 6.05029e+13 1.16222e+14 5.4196e+13 5.54479e+13 5.78447e+13 5.38885e+13 4.50408e+13 1.88114e+14 5.25964e+14 3.12037e+14 2.74335e+14 2.6626e+14 2.41188e+14 3.00094e+14 1.91274e+14 1.88914e+14 3.09325e+14 2.37538e+14 2.28588e+14 2.0653e+14
threshold=43.056445700000005 42.966471700000007 47.473138800000008 89.00500000000001 68.00500000000001 1.5000000000000002 11.500000000000002 8.5000000000000018 12.500000000000002 74.610000000000014 177.02500000000003 6.5000000000000009 47.473138800000008 47.854228500000012 2.5000000000000004 88.015000000000015 1.5000000000000002 43.642715500000008 11.500000000000002 13.500000000000002 47.005000000000003 34.920000000000009 39.969502550000009 31.010000000000002 52.710000000000008 72.010000000000005 5.5000000000000009 225.45000000000002 24.500000000000004 80.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 15 5 -1 -3 10 12 -8 -5 -12 -6 14 -14 -4 17 18 21 22 -21 -2 -20 -24 -23 -19 27 -27 -28 -30
right_child=16 2 3 7 8 -7 9 -9 -10 -11 11 -13 13 -15 -16 -17 -18 25 19 20 -22 24 23 -25 -26 26 28 -29 29 -31
leaf_value=-7354.9332034022173 -4882.4780557935728 4459.2660856755047 15106.01092395637 58324.144447017396 -48166.978224498824 14879.377391427113 -3784.1140582074181 6936.8686926853743 -84853.530697777169 -71771.226773128161 24763.662246621621 273754.22129934211 -14749.204137453278 -29983.019188988095 5588.5560701394961 -85411.815975839127 -313.87518804101046 541.28356093897389 37790.017256590858 -15391.054496150537 62356.987863041395 -32097.075525567536 430271.22903225804 101244.86998225788 14247.308865273633 -68022.815989576688 -10369.724466074405 31706.146005280923 107413.58508181496 10657.833668362364
leaf_weight=4084 12179 9351 4329 1194 371 4852 364 397 168 322 37 38 2900 1050 2701 54 2398234 1848675 1693 2227 570 8484 31 262 995 1423 9801 287 307 784
leaf_count=4084 12179 9351 4329 1194 371 4852 364 397 168 322 37 38 2900 1050 2701 54 2398234 1848675 1693 2227 570 8484 31 262 995 1423 9801 287 307 784
internal_value=0 3494.85 10052.5 23887.2 -3046.53 4717.68 1714.74 50247.2 -12696.2 -35696.4 63796.6 150919 -10969.8 -8894.93 -4941.62 13867.6 -26.2663 339.124 -8036.33 21975.9 453.202 -14664.3 52287.5 136057 -27232.4 458.104 -11744.1 -51284.7 -5536.35 37884.2
internal_weight=0 32212 16086 6049 16126 8936 10037 1666 7190 686 1269 75 7022 6651 5601 4383 4.28595e+06 1.88772e+06 26441 4783 2797 21658 1986 293 9479 1.86128e+06 12602 1710 10892 1091
internal_count=4318164 32212 16086 6049 16126 8936 10037 1666 7190 686 1269 75 7022 6651 5601 4383 4285952 1887718 26441 4783 2797 21658 1986 293 9479 1861277 12602 1710 10892 1091
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=5 2 3 5 3 0 0 0 1 6 0 1 1 0 6 0 4 3 0 0 1 6 5 5 1 6 1 5 0 1
split_gain=4.03397e+13 4.72316e+13 5.30315e+14 3.65419e+14 2.72921e+14 4.57046e+14 2.75383e+14 3.47819e+14 7.0647e+14 4.1249e+14 3.85933e+14 4.02303e+14 3.08096e+14 2.83686e+14 2.69549e+14 2.55986e+14 2.47344e+14 3.24673e+14 2.43798e+14 2.59261e+14 2.28994e+14 5.41722e+14 3.70392e+14 2.60897e+14 2.66942e+14 3.52135e+14 2.7958e+14 2.44494e+14 2.393e+14 2.57199e+14
threshold=20.010000000000002 4.5000000000000009 6.5000000000000009 64.020000000000024 8.5000000000000018 47.155083450000006 59.963407450000012 59.904813200000007 30.388336800000001 1.5000000000000002 55.099723300000008 37.620907050000007 20.507360500000004 56.876792350000009 1.5000000000000002 51.636650050000007 3.5000000000000004 7.5000000000000009 59.882016200000002 59.982527000000012 37.767735350000002 1.5000000000000002 50.005000000000003 53.005000000000003 50.227799100000006 1.5000000000000002 49.964253350000007 59.005000000000003 63.563300600000012 33.101335500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 -3 5 -4 7 9 16 10 12 -12 -7 -11 -8 -5 -9 -18 -17 -20 21 22 -2 -22 26 -26 -25 -27 -23 -30
right_child=1 2 4 15 -6 6 14 8 -10 13 11 -13 -14 -15 -16 18 17 -19 19 -21 23 28 -24 24 25 27 -28 -29 29 -31
leaf_value=-2702.8698098135501 -1571.4847608283562 -3236.1519966151991 -6029.3550115149628 -28093.411810398778 37.265876176431547 -43829.400686323592 -80708.361571207992 75651.408462468957 -55328.68703626455 29735.002363629232 -52228.704569941598 641.70399307602668 45511.86119458748 -485.06065837786485 1850.3695392746658 -4640.8660975529838 -108462.76176861703 289415.07929687499 -56210.792550822618 -2262.4558918210255 -62.846536188285455 672.9641983727347 -13381.038389302401 4378.8514163982027 6120.3596235903424 3986.3011618204555 25974.370421441432 -3327.8765755964287 9488.3646400755679 -82750.892849365584
leaf_weight=54521 49923 178903 15988 9914 2012524 474 554 2614 556 12886 2159 4317 2079 4093 1382 20059 141 24 2054 1573 999917 287812 56745 269959 85172 62208 6131 172246 527 709
leaf_count=54521 49923 178903 15988 9914 2012524 474 554 2614 556 12886 2159 4317 2079 4093 1382 20059 141 24 2054 1573 999917 287812 56745 269959 85172 62208 6131 172246 527 709
internal_value=0 34.5627 -277.016 -5033.26 213.673 7724.68 14754.9 17165.1 47569 13266.4 -4003.49 -16984.5 28924.4 22450.1 -21774.4 -14601.9 68156 -50589.6 -8954.95 -32813.8 390.1 -1763.24 -7853.9 924.127 2580.77 613.372 4858.41 -1387.2 484.408 -43422.3
internal_weight=0 4.26364e+06 2.27229e+06 212503 2.05979e+06 47267 31279 29343 3335 26008 9029 6476 2553 16979 1936 33600 2779 165 23686 3627 1.99135e+06 395716 106668 1.59563e+06 595716 319626 276090 234454 289048 1236
internal_count=4318164 4263643 2272294 212503 2059791 47267 31279 29343 3335 26008 9029 6476 2553 16979 1936 33600 2779 165 23686 3627 1991349 395716 106668 1595633 595716 319626 276090 234454 289048 1236
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 0 1 1 0 0 1 5 0 0 5 3 1 0 0 5 0 5 5 1 3 3 1 1 0 0
split_gain=4.15734e+13 1.12263e+14 1.50243e+14 1.08433e+14 2.14628e+14 5.06579e+14 2.82256e+14 2.2378e+14 3.276e+14 1.92133e+14 1.38455e+14 1.11524e+14 1.04468e+14 1.01958e+14 9.71503e+13 9.70047e+13 9.48512e+13 1.14393e+15 1.30532e+14 1.15657e+14 1.02783e+14 9.39384e+13 9.29245e+13 9.18079e+13 8.97655e+13 1.74729e+14 1.86059e+14 1.1058e+14 1.52741e+14 1.49098e+14
threshold=91.398302750000013 84.030000000000015 87.395000000000024 84.920232800000022 56.24640500000001 55.455204450000004 86.067573200000012 86.067573200000012 52.056565900000003 55.141517900000004 86.192907650000009 99.555000000000021 56.501468900000013 48.713222300000005 90.015000000000015 6.5000000000000009 83.761389800000003 53.37994195000001 53.310923100000004 161.85000000000002 53.340367100000002 112.04500000000002 52.710000000000008 86.192907650000009 21.500000000000004 19.500000000000004 92.896330950000007 92.928903050000017 52.485928400000006 55.946414150000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 16 5 7 12 8 -5 23 15 -7 21 -4 -8 -11 -1 18 -18 22 -21 -6 -20 -9 25 27 -27 29 -29 -15
right_child=1 2 13 4 6 11 14 9 -10 10 -12 -13 -14 24 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-33.524046534114369 957.83467451762044 39427.577881553618 119969.70714142628 32281.080379183899 61839.081801644716 -42306.1846403897 -1308.9900394572658 -65910.464481026793 -21534.006924061345 17525.247538091051 57659.896750292508 -204376.752252907 19891.602119703417 -24277.31720341328 -109223.91139171513 -283.72746992817935 -38983.19683631575 -33544.745295448323 19825.466789434031 74646.337096133488 316584.03019531252 228644.97666294646 40114.187067815481 -7109.490071264333 -37168.50301749519 -18839.322277832031 302911.51478658541 8382.6589247098655 -36623.600655508737 31155.070983124711
leaf_weight=4119774 133150 1688 78 1275 954 3369 2783 273 10029 5438 576 43 847 605 86 6990 284 4466 5118 59 25 35 4039 9702 471 32 41 2379 1104 2451
leaf_count=4119774 133150 1688 78 1275 954 3369 2783 273 10029 5438 576 43 847 605 86 6990 284 4466 5118 59 25 35 4039 9702 471 32 41 2379 1104 2451
internal_value=0 1682.69 12589.5 -57.2153 -5088.53 -7602.14 15049.7 -3944.95 -15464.1 1721.63 9730.17 -44348.7 45667.3 6263.23 -4543.8 7508.77 -5.60914 8214.18 27793.7 29846 146652 67742.2 28774.5 -8718.78 5011.06 8015.68 161870 6298.09 -5882.89 20181.1
internal_weight=0 141999 8849 4.17616e+06 42400 37695 4705 34283 11304 22979 13004 3412 1836 7161 2869 12428 4.13376e+06 13991 9525 9241 84 989 9157 9975 7083 6612 73 6539 3483 3056
internal_count=4318164 141999 8849 4176165 42400 37695 4705 34283 11304 22979 13004 3412 1836 7161 2869 12428 4133765 13991 9525 9241 84 989 9157 9975 7083 6612 73 6539 3483 3056
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=0 2 3 3 0 5 4 5 0 3 0 0 1 1 5 3 1 0 5 1 1 1 0 2 0 1 3 0 5 1
split_gain=3.9554e+13 1.90699e+14 1.77926e+14 3.55307e+14 1.63311e+14 2.06286e+14 1.59169e+14 2.09065e+14 1.57645e+14 1.54949e+14 3.32447e+14 2.13451e+14 2.07201e+14 1.57506e+14 1.46811e+14 1.49936e+14 1.46995e+14 3.57289e+14 1.94913e+14 2.3863e+14 1.36364e+14 1.29256e+14 2.6698e+14 2.41805e+14 1.27931e+14 1.52174e+14 1.26392e+14 1.61256e+14 1.72704e+14 1.37236e+14
threshold=45.087005000000012 1.5000000000000002 16.500000000000004 18.500000000000004 45.091904500000005 59.245000000000012 1.5000000000000002 116.06000000000002 43.642715500000008 22.500000000000004 45.084117700000007 44.732363600000006 39.032393150000004 37.620907050000007 38.210000000000008 4.5000000000000009 43.808567100000012 44.039893800000009 89.00500000000001 39.925119750000007 43.048525950000005 39.726951800000002 43.592450450000008 19.500000000000004 44.982728700000003 38.891822450000006 24.500000000000004 44.678200800000006 100.05000000000001 38.950530550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 6 5 -2 -4 -8 -9 11 12 13 26 -5 -1 16 17 18 -16 -20 21 -15 23 -23 -19 -26 -11 28 -28 -29
right_child=4 2 3 9 -6 -7 7 8 -10 10 -12 -13 -14 20 15 -17 -18 24 19 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-1303.6803895873438 -3931.7289931357973 -945.04037205903103 5440.0737267549739 191983.45016741147 -67.961212172590152 -30134.724625086121 20061.057544785577 63669.879481750962 -57845.939438781214 3321.7273194000804 41676.356508139288 -8152.2763159530441 -8429.9839688689462 6226.850391876219 46856.185907027888 5018.3962088387161 -12242.7382177322 2134.4084845089305 241833.61418231355 35001.491003999254 -89280.185093149048 11672.217270716748 155277.91031180628 269485.17407483555 -52607.053753093773 27753.446457172973 -1192.3283570361739 65408.644795273292 -212880.81103344299 19102.337148545481
leaf_weight=18452 13362 355907 23169 49 3778651 3876 17593 131 577 9468 2245 32144 11438 4035 2148 27061 1480 5275 119 105 130 853 183 38 247 5125 119 792 57 3335
leaf_count=18452 13362 355907 23169 49 3778651 3876 17593 131 577 9468 2245 32144 11438 4035 2148 27061 1480 5275 119 105 130 853 183 38 247 5125 119 792 57 3335
internal_value=0 815.93 127.438 3716.35 -112.263 -9823.53 10946.2 17916.9 -35362.1 -904.398 4801.68 -5089.44 1517.78 13528.5 6119.28 9414.95 17620.7 21015.6 56113.2 144881 11859.4 14433 45263.2 22667.6 13196.3 24058.5 9780.26 23991.1 -69750.5 27988.8
internal_weight=0 522275 462263 106356 3.79589e+06 17238 41470 18301 708 64886 27454 37432 25209 5288 60012 41560 14499 13019 2372 224 5239 5109 1074 891 10647 5372 13771 4303 176 4127
internal_count=4318164 522275 462263 106356 3795889 17238 41470 18301 708 64886 27454 37432 25209 5288 60012 41560 14499 13019 2372 224 5239 5109 1074 891 10647 5372 13771 4303 176 4127
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=3 5 1 1 3 6 0 0 1 1 0 4 1 3 3 1 1 0 1 1 0 0 1 0 1 3 0 0 0 1
split_gain=3.88575e+13 1.87591e+14 2.40693e+14 2.27763e+14 3.62191e+14 2.88988e+14 6.21143e+14 7.93843e+14 1.80248e+15 8.21938e+14 6.39817e+14 5.6726e+14 4.99577e+14 4.4895e+14 8.78688e+14 5.8599e+14 5.68745e+14 5.74512e+14 5.64358e+14 8.46267e+14 1.00316e+15 1.37819e+15 8.53494e+14 9.6736e+14 8.60937e+14 8.76844e+14 8.24667e+14 7.89379e+14 1.52524e+15 1.01386e+15
threshold=10.500000000000002 39.355000000000011 82.981501350000016 38.969379750000009 14.500000000000002 1.5000000000000002 55.518428350000008 54.811549550000009 38.096381250000007 37.533784800000006 55.212972300000011 1.5000000000000002 37.855187800000003 17.500000000000004 16.500000000000004 38.233559750000005 37.914142000000005 55.719391050000006 37.737121850000008 37.615058950000012 55.86787755000001 55.769960200000007 37.582182450000005 55.795550600000006 37.475443250000005 14.500000000000002 55.842510000000011 55.56564190000001 55.657530000000008 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 9 -9 -10 -7 -11 14 16 -15 18 -18 19 22 21 27 24 -24 -8 -26 -25 -21 -29 -30
right_child=1 3 -4 4 -6 11 13 8 10 12 -12 -13 -14 15 -16 -17 17 -19 -20 20 -22 -23 23 26 25 -27 -28 28 29 -31
leaf_value=233.54943582163779 1901.8693093244383 5388.3520276128538 -8590.472546189043 -7451.5601237071678 -1219.0394347091271 -4315.6694685555112 -7572.8656012218898 73936.110468508879 289608.14570312499 -53123.26539682701 20982.407127192986 5333.332474765748 102752.74947415866 -143.42488659256011 -25380.823822172551 177474.67909562308 102583.84005940554 -3766.4953549331158 -34994.195386222236 -92977.468659787613 -26292.132410718667 124931.03042618875 -706.52093153082524 -142455.70318392929 -20862.570984849328 76742.300456353114 14805.698347476629 132659.78125565159 32884.926146868151 -85628.918910707129
leaf_weight=2688514 423717 18720 23053 113642 519410 85539 45479 1782 399 1227 114 211765 247 135174 24060 186 1006 1026 5677 551 2770 1644 1731 1397 1452 2514 438 1175 2780 975
leaf_count=2688514 423717 18720 23053 113642 519410 85539 45479 1782 399 1227 114 211765 247 135174 24060 186 1006 1026 5677 551 2770 1644 1731 1397 1452 2514 438 1175 2780 975
internal_value=0 -385.298 1360.47 -1044.67 -2337.87 444.27 -2043.3 13818.6 55690.5 28240.7 229914 2557.16 -27002.9 -3594.02 -8876.4 100.643 -3253 48885.3 -4797.77 -2072.67 24773.5 44626.4 -7083.76 -54332.2 -3676.18 41008 -104919 20539.4 33226.6 2112.36
internal_weight=0 1.62965e+06 446770 1.18288e+06 633052 549828 252524 22489 3769 3256 513 297304 1474 230035 94675 135360 70615 2032 68583 62906 9895 7125 53011 3566 49445 3966 1835 5481 4930 3755
internal_count=4318164 1629650 446770 1182880 633052 549828 252524 22489 3769 3256 513 297304 1474 230035 94675 135360 70615 2032 68583 62906 9895 7125 53011 3566 49445 3966 1835 5481 4930 3755
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 6 0 5 3 3 1 5 6 5 1 0 2 5 2 5 3 0 5 0 0 0 0 3 3 1
split_gain=4.17541e+13 1.90239e+14 2.50131e+14 2.26617e+14 2.18774e+14 1.99336e+14 2.44239e+14 1.95453e+14 1.72548e+14 2.52119e+14 1.60534e+14 1.64526e+14 1.55674e+14 2.07031e+14 1.52622e+14 2.53621e+14 2.62473e+14 1.80164e+14 1.32078e+14 1.27672e+14 1.21144e+14 1.23841e+14 1.65308e+14 1.20315e+14 1.19597e+14 1.70551e+14 2.11916e+14 2.06122e+14 2.22338e+14 1.73178e+14
threshold=83.015546400000019 83.011163250000024 83.00362155000002 55.020029900000004 55.02863030000001 1.5000000000000002 55.030402950000003 59.005000000000003 12.500000000000002 6.5000000000000009 83.000022850000008 87.395000000000024 1.5000000000000002 51.405000000000008 83.026705000000007 55.030402950000003 1.5000000000000002 67.520000000000024 9.5000000000000018 120.05000000000001 22.500000000000004 55.012873400000011 94.040000000000006 55.046835900000012 55.002082750000007 54.811549550000009 54.943968150000011 10.500000000000002 9.5000000000000018 83.761389800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 20 8 -6 7 -7 9 -3 -1 18 13 -2 15 -14 17 -17 -12 24 21 -4 -23 -18 25 29 -27 28 -28 -15
right_child=12 4 3 -5 5 6 -8 -9 -10 -11 11 -13 14 19 -16 16 23 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=54.047109542683579 574.26804956818273 -15169.021044663401 19958.525287322998 24111.716478338567 -4124.3616838945709 -19400.552172456624 16508.865035558214 -60425.399508043884 -16744.929200560622 42892.745207077722 -2321.0523442712429 -67271.795038726574 21072.347332081859 -2140.6094295363096 -399.67569690849558 -60211.570030010342 7031.7617129240089 61427.242162551323 -13124.09075797207 -48487.964280753971 -28895.59863523774 3177.2478346945618 -95243.898941678781 -101651.01006986178 8348.2631742444628 93041.434315162274 -53847.488638200441 -5280.4339576285229 129173.71023184642 30956.776617083338
leaf_weight=3782924 23860 1039 4920 7288 77164 6089 1538 1435 1219 2669 97520 407 8690 2752 240624 1095 4947 137 12803 315 1057 21806 172 104 10004 734 87 770 280 3715
leaf_count=3782924 23860 1039 4920 7288 77164 6089 1538 1435 1219 2669 97520 407 8690 2752 240624 1095 4947 137 12803 315 1057 21806 172 104 10004 734 87 770 280 3715
internal_value=0 -84.679 20.1024 8406.79 -4600.99 -5772.06 -19802.4 -27224.9 15893.7 26623.6 -55.8088 -3808.87 1141.89 6744.79 209.883 10005.8 -5300.29 -46685.2 -3574.75 14636.1 4312.45 5617.41 2407 4793.99 15720.2 24565.1 51154.7 24114.3 85787.2 16872.3
internal_weight=0 4.02005e+06 3.9289e+06 35243 91153 86226 9062 7524 4927 3708 3.89365e+06 110730 298114 42517 255597 14973 6283 1232 110323 18657 27955 26898 21978 5051 18342 8338 1871 1137 367 6467
internal_count=4318164 4020050 3928897 35243 91153 86226 9062 7524 4927 3708 3893654 110730 298114 42517 255597 14973 6283 1232 110323 18657 27955 26898 21978 5051 18342 8338 1871 1137 367 6467
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 5 0 0 3 3 0 1 0 3 3 0 0 1 0 0 3 3 6 5 0 3 3 3 0 1
split_gain=3.79731e+13 2.22701e+14 7.09108e+14 7.71854e+14 3.63698e+14 5.53611e+14 4.97111e+14 4.4564e+14 5.94326e+14 3.89612e+14 3.81214e+14 4.23895e+14 1.05718e+15 9.55042e+14 3.48608e+14 3.4616e+14 3.40094e+14 2.96747e+14 3.61872e+14 5.88709e+14 8.22487e+14 4.53364e+14 5.99892e+14 5.59392e+14 4.12887e+14 2.98281e+14 2.97513e+14 2.79775e+14 2.65369e+14 2.65291e+14
threshold=18.500000000000004 37.66934650000001 37.642309100000013 55.708120100000009 37.712318250000003 89.00500000000001 55.820531900000013 55.745923000000012 21.500000000000004 23.500000000000004 55.899899800000007 37.692869000000009 55.842510000000011 25.500000000000004 26.500000000000004 55.68356880000001 55.885524800000006 37.777459000000007 55.762622900000004 55.664473600000008 23.500000000000004 29.500000000000004 1.5000000000000002 39.355000000000011 55.769960200000007 36.500000000000007 24.500000000000004 26.500000000000004 55.674875350000008 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 -4 5 6 7 15 -9 -10 11 13 -13 -8 -15 28 -7 18 19 26 -21 22 23 -22 -20 -26 -6 -11 -3 -2
right_child=1 4 3 -5 17 16 10 8 9 27 -12 12 -14 14 -16 -17 -18 -19 24 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=119.19839571736478 -1032.9167397603644 -13819.280620596175 -31352.427956671469 95819.366305383504 -4613.6966155599939 69232.020105182353 -55697.026943319972 192725.304392691 -34527.583965357415 89653.511860394807 3792.6353182198204 -45628.61488196905 -261035.39089570672 279749.05010470364 55373.688943859765 -92165.015522233036 -162637.55527200139 -2408.6642947425166 157468.52626043776 26854.960597446989 -18500.574443746453 -4995.4895672861567 30763.317146056717 -131681.27669911055 32834.928276588202 -45587.232062496361 33580.595796417052 994.05799730027638 247494.68688476563 6429.6772099647587
leaf_weight=3717520 164313 1366 684 1579 3355 907 3748 199 1010 734 1354 741 329 97 242 707 68 334099 247 2226 626 1474 443 1444 5098 536 5201 691 40 67086
leaf_count=3717520 164313 1366 684 1579 3355 907 3748 199 1010 734 1354 741 329 97 242 707 68 334099 247 2226 626 1474 443 1444 5098 536 5201 691 40 67086
internal_value=0 -737.746 1675.38 57381.2 -2274.21 -19227 -25487.5 -877.6 26564.9 12985.5 -43430 -55828.5 -111861 -41158.9 119575 -35086.6 53060.6 -1689.62 9943.87 1590.39 -21838.9 -49025.4 -74851.2 -97453.7 30922 25374.1 18603.8 46661.5 -6385.03 1130.6
internal_weight=0 600644 233662 2263 366982 12233 11258 4747 2634 2435 6511 5157 1070 4087 339 2113 975 354749 20650 14769 6213 3987 2513 2070 5881 5634 8556 1425 1406 231399
internal_count=4318164 600644 233662 2263 366982 12233 11258 4747 2634 2435 6511 5157 1070 4087 339 2113 975 354749 20650 14769 6213 3987 2513 2070 5881 5634 8556 1425 1406 231399
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 5 1 0 3 0 5 0 5 0 6 3 2 5 0 6 0 0 4 5 0 0 3 6
split_gain=3.92263e+13 8.26005e+14 8.34847e+14 1.56305e+15 4.84421e+14 1.56713e+15 9.31261e+14 9.40293e+14 8.97841e+14 2.15379e+15 1.16233e+15 1.04309e+15 1.1441e+15 7.26201e+14 7.24768e+14 7.63609e+14 6.75297e+14 6.64209e+14 6.25954e+14 6.10227e+14 5.81178e+14 5.59104e+14 7.64288e+14 4.90298e+14 4.52872e+14 4.23779e+14 4.22369e+14 4.17301e+14 8.07215e+14 6.98761e+14
threshold=37.726745000000001 37.66934650000001 55.745923000000012 55.806974650000008 37.620907050000007 55.68356880000001 55.777112100000004 118.33500000000002 37.615058950000012 55.762622900000004 25.500000000000004 55.56564190000001 48.035000000000004 55.727011600000004 53.705000000000005 55.860536450000005 1.5000000000000002 3.5000000000000004 6.5000000000000009 64.020000000000024 55.755036050000008 1.5000000000000002 55.899899800000007 55.719391050000006 1.5000000000000002 79.730000000000018 55.899899800000007 55.745923000000012 9.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 -6 7 13 -1 10 11 -10 -13 18 -8 -16 -15 -14 -7 -11 24 22 -17 -12 -19 -18 -23 29 -29 -26
right_child=-2 2 3 -5 5 6 14 -9 9 19 23 12 17 16 15 21 25 20 -20 -21 -22 26 -24 -25 27 -27 -28 28 -30 -31
leaf_value=123.17494974556908 162.34190832239881 -26479.071570252956 35618.041387461744 -16861.768371890477 -23043.871277986818 -263.30430357036403 -4370.2861843134797 -502560.48685546871 24261.514212933009 21255.702187169547 216663.53068359374 -28872.60264985597 -419248.97920866939 307408.6306858724 70582.445359658508 -87667.01376325803 95783.07521899842 78603.734145292852 74784.704454070103 115656.3884425225 -544383.67723214289 82671.751581755481 27492.423637551256 28626.258256342961 -96738.407484526455 -161252.99590435607 -83700.256969803377 -226611.79764435827 -92149.691047887143 31827.920459961737
leaf_weight=869963 3347093 24076 8177 18550 9259 2408 10108 30 1669 2149 160 5538 62 150 3498 1043 2280 159 2064 1005 28 1069 1288 1040 1367 66 178 542 2533 612
leaf_count=869963 3347093 24076 8177 18550 9259 2408 10108 30 1669 2149 160 5538 62 150 3498 1043 2280 159 2064 1005 28 1069 1288 1040 1367 66 178 542 2533 612
internal_value=0 -559.561 -12972.6 -805.817 125.696 11940.7 25335.9 56087.3 -319.832 -23173.2 -40314.1 -49332 -60661.9 58492.5 12812.7 37358.5 101704 -93860 34374.2 51335.8 -90010.7 4877.31 -24035.4 53697.9 -87570.2 88551.9 58923.4 -92798.1 -115850 -56979.6
internal_weight=0 971071 50803 26727 920268 33441 24182 6998 886827 16864 13710 12510 10841 6968 17184 7076 2496 5303 4472 3154 5241 3578 2331 1200 5213 2346 1247 5054 3075 1979
internal_count=4318164 971071 50803 26727 920268 33441 24182 6998 886827 16864 13710 12510 10841 6968 17184 7076 2496 5303 4472 3154 5241 3578 2331 1200 5213 2346 1247 5054 3075 1979
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=5 4 1 2 0 1 4 0 1 5 5 5 2 2 1 5 3 3 0 3 5 3 3 3 0 1 3 6 0 1
split_gain=3.62474e+13 6.24844e+13 7.73216e+13 7.27421e+13 5.81524e+13 5.1356e+13 4.95472e+13 1.85365e+14 4.03685e+14 2.3199e+14 5.91693e+14 4.71382e+14 2.66706e+14 2.31901e+14 2.03288e+14 2.01838e+14 2.01414e+14 1.771e+14 1.74486e+14 1.74348e+14 1.62963e+14 1.5864e+14 1.56398e+14 4.46488e+14 6.47708e+14 7.67412e+14 5.37428e+14 7.62876e+14 4.57064e+14 7.6142e+14
threshold=21.015000000000004 3.5000000000000004 47.208373000000009 1.5000000000000002 44.893607100000004 91.910414550000013 1.5000000000000002 43.592450450000008 39.739656000000004 102.01000000000001 105.35000000000001 93.00500000000001 17.500000000000004 10.500000000000002 39.718803500000007 120.05000000000001 14.500000000000002 5.5000000000000009 43.514103700000014 5.5000000000000009 29.610000000000003 24.500000000000004 9.5000000000000018 8.5000000000000018 55.551692500000009 37.832345550000007 7.5000000000000009 1.5000000000000002 55.86787755000001 30.425002000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -2 8 9 11 16 13 15 14 -8 -12 -11 18 -10 -13 -9 -15 23 26 -25 28 -22 -28 -26 -30
right_child=6 2 5 4 -6 -7 7 20 17 10 12 19 -14 21 -16 -17 -18 -19 -20 -21 22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-2555.7690346325808 428.28937338505642 -36859.425262129938 -23527.327180818258 272546.99985119049 92165.114456380208 99877.649025819366 188803.40995212132 -23473.516727282185 12093.205574671252 -451237.95823170734 104017.55416420061 310561.60800781252 -231018.2675690407 102040.84157469812 19385.735934920933 -34418.15632465278 -76168.500071022732 -3070.2985311560365 -18622.165708202996 121046.44721946908 -360.98703963590981 -127022.05185546876 468.75039964571653 263.05286579327463 -27769.714756369442 -3622.4311400370734 -6686.3904628813198 26815.436020781475 -23688.604762828374 4399.67409819984
leaf_weight=66198 1833569 38 190 21 120 41 72 3055 19617 41 198 64 43 548 4345 225 22 25768 2042 201 810539 32 1155763 177866 24630 125747 11215 17254 20313 18387
leaf_count=66198 1833569 38 190 21 120 41 72 3055 19617 41 198 64 43 548 4345 225 22 25768 2042 201 810539 32 1155763 177866 24630 125747 11215 17254 20313 18387
internal_value=0 -2314.73 36603.5 85936.6 119031 -1624.28 36.2642 -261.01 5575.49 30500.1 -32625.4 36846.2 6260.96 29953.7 22147.4 30381.5 -320261 2532.11 9197.38 166816 -392.358 89402.9 -362.501 -1159.16 -4068.7 -8143.6 113.338 13617.8 -17120.8 -10343.4
internal_weight=0 66608 410 179 141 231 4.25156e+06 2.41799e+06 53218 5791 529 5262 466 4997 4417 423 63 47427 21659 265 2.36477e+06 580 2.36171e+06 1.20595e+06 366943 189077 839008 28469 63330 38700
internal_count=4318164 66608 410 179 141 231 4251556 2417987 53218 5791 529 5262 466 4997 4417 423 63 47427 21659 265 2364769 580 2361714 1205951 366943 189077 839008 28469 63330 38700
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 0 1 3 0 6 0 3 5 3 1 0 0 1 3 3 1 5 0 1 1 0 1 1 3 0
split_gain=3.80822e+13 4.30628e+14 5.40344e+14 6.01482e+14 6.88927e+14 5.32685e+14 4.13897e+14 5.00502e+14 4.30493e+14 8.30841e+14 4.03503e+14 4.41702e+14 3.76851e+14 3.0937e+14 2.47649e+14 2.41564e+14 7.38678e+14 5.35285e+14 4.6819e+14 4.72637e+14 6.19199e+14 4.20025e+14 3.52172e+14 3.26082e+14 3.69653e+14 2.99991e+14 1.20338e+15 1.18751e+15 7.60956e+14 6.90262e+14
threshold=56.758269450000007 56.852744000000008 61.284352600000013 21.500000000000004 60.08989780000001 56.838612000000005 60.479177250000006 4.5000000000000009 56.838612000000005 1.5000000000000002 56.367862600000002 25.500000000000004 105.35000000000001 16.500000000000004 60.695889550000011 56.121679000000007 56.054485600000007 34.359746700000009 5.5000000000000009 8.5000000000000018 43.94115175000001 88.015000000000015 56.301440000000007 92.896330950000007 47.473138800000008 55.899899800000007 37.620907050000007 37.533784800000006 16.500000000000004 55.975961550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -5 7 -6 -8 -10 15 12 -12 -11 -13 16 25 -17 -19 20 -20 23 -22 24 -18 -1 27 28 -27 -30
right_child=1 -3 -4 5 6 -7 8 -9 9 13 11 14 -14 -15 -16 17 21 18 19 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-191.29958873699212 -6804.797517752595 -252.09590036729307 -45974.493701983796 -10675.921829951531 119828.03566175443 46738.638203607523 10791.883511178197 28958.563100725518 156265.68259459539 20668.382884696453 -7480.821751444957 1890.9223758012822 -77503.91684937464 98684.764651218851 322529.68860987108 -70005.392039648039 -9024.4380157629803 -2670.4961443570805 -15018.279865704897 7588.7288608464023 33371.815347855903 -65066.123519377448 95700.315307345547 3867.1166082124832 -31624.975009466565 35864.478310126724 -72.191779506083591 106221.7397651826 17870.207591229322 -31894.774847870776
leaf_weight=3024581 17529 802951 1947 23010 769 1738 60902 2862 536 6286 63453 39 778 553 63 964 24865 50820 1512 72409 2044 1473 1629 11398 10208 12367 106478 1639 8116 4245
leaf_count=3024581 17529 802951 1947 23010 769 1738 60902 2862 536 6286 63453 39 778 553 63 964 24865 50820 1512 72409 2044 1473 1629 11398 10208 12367 106478 1639 8116 4245
internal_value=0 571.103 6262.81 7153.52 10971.4 -6643.82 15304.7 48203.6 13555.1 36373.2 -154.422 -7998.78 -8328.98 26976.8 199933 -3.09049 -174.082 4233.27 4790.58 9677.2 38842.8 -12493.4 61014.9 -10827 -15602.3 12.9811 4663.99 23790.1 18326.5 779.976
internal_weight=0 919083 116132 114185 89437 24748 71908 3631 68277 7375 3.39908e+06 64333 64231 6839 102 3.33475e+06 3.20537e+06 129378 128414 77594 5185 47944 3673 46471 35073 3.15743e+06 132845 26367 24728 12361
internal_count=4318164 919083 116132 114185 89437 24748 71908 3631 68277 7375 3399081 64333 64231 6839 102 3334748 3205370 129378 128414 77594 5185 47944 3673 46471 35073 3157426 132845 26367 24728 12361
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=3 3 6 0 0 4 1 0 0 1 1 0 0 0 1 4 3 5 1 3 3 0 0 3 1 1 5 1 3 1
split_gain=4.08977e+13 1.77146e+14 2.81799e+14 2.90377e+14 4.63499e+14 2.36464e+14 2.4644e+14 3.14699e+14 5.14669e+14 2.58219e+14 1.02976e+15 1.61059e+15 4.22827e+14 9.15353e+14 3.61969e+14 2.36059e+14 2.35358e+14 2.3464e+14 2.19879e+14 2.18843e+14 1.98348e+14 1.97553e+14 3.77676e+14 1.07008e+15 7.7385e+14 1.9803e+15 1.35749e+15 6.31203e+14 4.18916e+14 3.79175e+14
threshold=10.500000000000002 12.500000000000002 1.5000000000000002 60.042666650000008 60.017447350000005 3.5000000000000004 30.305955500000003 59.990816400000007 59.982527000000012 30.434657650000002 30.388336800000001 59.916647550000008 59.882016200000002 59.863160500000006 35.911716050000003 2.5000000000000004 13.500000000000002 95.020000000000024 30.243224600000001 11.500000000000002 11.500000000000002 55.751981950000008 55.784980300000008 17.500000000000004 37.642309100000013 37.597123000000003 55.005000000000003 37.855187800000003 16.500000000000004 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 12 -12 13 20 -11 -6 -3 -17 -10 -15 -8 -18 23 24 25 -23 28 -26 -27 -25
right_child=1 16 -4 -5 15 -7 9 -9 18 14 11 -13 -14 19 -16 17 21 -19 -20 -21 -22 22 -24 29 27 26 -28 -29 -30 -31
leaf_value=239.60212218953095 -20281.708037922544 7092.8391382613445 -6154.4546277238724 -31231.547586744244 38382.706029672067 67901.194164904926 -51883.658718547769 49258.926407586441 -228863.71850892855 -35481.825579427277 -112030.01691268844 220283.41602152732 -1323.090564523166 288741.08391376206 3011.7699720383839 221544.63192912584 750.39126024308791 38446.041468326068 -57171.357025240388 133406.55437565103 38595.313688687493 10036.417655189862 -1023.9168783360172 89789.766030388215 33931.990511734708 -33849.44933608576 -217277.36048696321 -34067.411387683402 -136068.73155619632 -1160.0766696006585
leaf_weight=2688514 3527 44829 117700 2398 1563 546 367 559 175 2660 199 546 7062 130 29922 153 813087 129 130 300 713 1901 568680 468 1882 1128 978 4970 622 22326
leaf_count=2688514 3527 44829 117700 2398 1563 546 367 559 175 2660 199 546 7062 130 29922 153 813087 129 130 300 713 1901 568680 468 1882 1128 978 4970 622 22326
internal_value=0 -395.283 -3462.65 2740 4413.42 2476.77 1705.07 -20833.8 -31058.7 4067.14 18747.7 131518 8946.78 56977.1 -130.854 53576.2 -40.901 137787 -155683 180368 7849.22 -266.741 -1638.35 -11832.8 -36729.4 -68316 -122916 -15390.4 -70181.1 707.28
internal_weight=0 1.62965e+06 168779 51079 48681 46836 46290 4391 3832 41899 9317 745 8572 1510 32582 1845 1.46087e+06 282 305 430 1080 1.41604e+06 602955 34275 11481 4629 2728 6852 1750 22794
internal_count=4318164 1629650 168779 51079 48681 46836 46290 4391 3832 41899 9317 745 8572 1510 32582 1845 1460871 282 305 430 1080 1416042 602955 34275 11481 4629 2728 6852 1750 22794
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 4 1 4 0 0 3 5 2 3 4 5 5 1 0 0 1 1 0 0 1 3 5 5 5 5
split_gain=3.67053e+13 1.08201e+14 1.41967e+14 1.13387e+14 1.47739e+14 3.45022e+14 1.26125e+14 9.08242e+13 2.02604e+14 1.79739e+14 1.15761e+14 9.21082e+13 1.46312e+14 9.17253e+13 8.58601e+13 1.09858e+14 8.82303e+13 8.33104e+13 1.81374e+14 3.93949e+14 2.3789e+14 1.82249e+14 2.64832e+14 1.57311e+14 1.12028e+14 9.95209e+13 1.07831e+14 9.29474e+13 8.45253e+13 8.41148e+13
threshold=91.398302750000013 56.093493200000005 70.00500000000001 78.710000000000022 79.010000000000005 2.5000000000000004 114.17164950000002 3.5000000000000004 50.565831500000009 51.83362145000001 7.5000000000000009 77.00500000000001 4.5000000000000009 9.5000000000000018 2.5000000000000004 74.010000000000005 75.015000000000015 84.920232800000022 56.24640500000001 55.455204450000004 86.067573200000012 86.067573200000012 52.056565900000003 55.141517900000004 86.192907650000009 10.500000000000002 70.50500000000001 81.00500000000001 50.005000000000003 78.710000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 6 5 -5 -3 8 10 11 -4 -10 -13 -14 15 -11 -17 -1 19 21 25 22 -19 29 -25 26 -20 -21 -24 -23
right_child=1 3 7 4 -6 -7 -8 -9 9 14 -12 12 13 -15 -16 16 -18 18 20 27 -22 23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.5265875900288091 1363.9155138131359 -7651.4610131845466 17828.020557797689 -365682.52589285717 -20124.73297908132 -12492.256634596837 8483.0595285940908 694.77819183864256 10516.457229336826 30337.122531692759 112610.0239260763 -12435.219269987825 -209487.92495778401 -43535.905422794123 20170.970287847056 -74195.913868893287 -6847.9569388658274 28983.279367027135 44069.536017836333 -35921.159478336565 -3939.1707025942133 -5502.4540381302104 -11802.802314586894 6812.7031603701444 51924.464162741766 3190.2015837864847 122492.34537642475 -122780.50759506226 -30492.551891056002 -43309.839459267394
leaf_weight=4133765 99961 14902 211 42 1968 81 7179 5752 176 724 331 154 96 51 8850 229 1292 1275 1146 3284 2869 9347 5951 12428 576 483 207 128 4078 628
leaf_count=4133765 99961 14902 211 42 1968 81 7179 5752 176 724 331 154 96 51 8850 229 1292 1275 1146 3284 2869 9347 5951 12428 576 483 207 128 4078 628
internal_value=0 1581.11 2831.39 -4513.41 -26770 -133094 -2405.79 11041.9 15955 13156.2 75711.5 -46950.3 -80552.1 -151913 15740.3 -1725.77 -16987.8 -53.7612 -4463.88 -6774.58 14048.7 -3549.48 -13944.9 1564.33 8810.89 42157.1 56067.7 -39179.7 -19402.4 -7882.71
internal_weight=0 141999 117827 24172 2091 123 22081 17866 12114 11572 542 477 301 147 11095 2245 1521 4.17616e+06 42400 37695 4705 34283 11304 22979 13004 1836 1353 3412 10029 9975
internal_count=4318164 141999 117827 24172 2091 123 22081 17866 12114 11572 542 477 301 147 11095 2245 1521 4176165 42400 37695 4705 34283 11304 22979 13004 1836 1353 3412 10029 9975
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 0 1 0 5 3 6 1 3 5 1 0 3 1 1 0 5 1 0 5 1 5 1 5 1 1
split_gain=3.63775e+13 4.42188e+14 4.56436e+14 3.61132e+14 3.53886e+14 3.25331e+14 5.89327e+14 4.17508e+14 3.71219e+14 6.91518e+14 4.44543e+14 3.08555e+14 2.98096e+14 2.85836e+14 2.47495e+14 1.20682e+15 1.11813e+15 8.50115e+14 9.52715e+14 1.05559e+15 8.28383e+14 7.30724e+14 1.12881e+15 7.76445e+14 6.18409e+14 3.96833e+14 3.82751e+14 3.81752e+14 3.5174e+14 6.1507e+14
threshold=54.978840000000005 54.944759500000011 34.359746700000009 38.633372000000001 87.395000000000024 55.010031850000011 82.911991800000024 54.986619450000006 74.010000000000005 10.500000000000002 1.5000000000000002 82.945329900000004 7.5000000000000009 59.810000000000009 82.966612450000014 54.811549550000009 16.500000000000004 56.135466100000009 55.912026600000011 54.194619400000008 82.00500000000001 83.093115700000013 54.864040150000001 93.00500000000001 82.784560750000011 99.555000000000021 83.140147550000009 67.990000000000023 50.388877400000005 49.964253350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 -5 6 7 -2 -8 11 -11 -10 -13 -9 17 -16 21 18 28 -20 -21 -17 23 -23 27 -18 -24 -19 29 -1
right_child=5 2 3 4 -6 -7 8 13 9 10 -12 12 -14 -15 15 16 25 24 19 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-391.62282770739176 14612.021947253246 57668.436223271667 -95893.258105331915 -5071.5610304831052 -39908.108377645352 26.904369979478613 11041.167569523737 -1568.7731451485758 234297.43157121644 48315.038770706335 -19425.115609735523 26551.824983959465 99103.148482630437 -22552.857277694937 -825.49594173403841 20424.171166158547 -6573.5886198640965 -18928.739318290071 -16711.487410171681 17974.565975408219 74147.62012801446 122804.48555888099 12959.762000293187 477124.67362980772 -5019.8398763014247 -160531.73980698531 70592.659294203564 -58089.6661182225 -10781.622799322475 10954.660798990823
leaf_weight=1009215 11876 1133 446 144734 2976 2665124 32293 23892 121 1766 2146 933 1441 8913 144691 25618 11023 19115 8511 32368 2857 1275 2862 65 77357 170 1929 2862 30301 50151
leaf_count=1009215 11876 1133 446 144734 2976 2665124 32293 23892 121 1766 2146 933 1441 8913 144691 25618 11023 19115 8511 32368 2857 1275 2862 65 77357 170 1929 2862 30301 50151
internal_value=0 -384.072 -5561.19 -6044.72 -5773.43 219.342 6370.26 -1453.91 15403.6 37391.7 11154.9 78529.3 70589.9 -7270.07 160.072 3543.55 18264.8 -354.921 422.507 14894.1 22530.6 27845.9 58857.1 139992 -9225.39 -8911.91 36164.5 -24028.6 -158.34 145.517
internal_weight=0 1.56966e+06 149289 148156 147710 2.7485e+06 83381 44681 38700 6407 3912 2495 2374 32805 1.42037e+06 187633 42942 1.23274e+06 1.1334e+06 43736 35225 31749 6131 1340 99334 11193 4791 21977 1.08967e+06 1.05937e+06
internal_count=4318164 1569659 149289 148156 147710 2748505 83381 44681 38700 6407 3912 2495 2374 32805 1420370 187633 42942 1232737 1133403 43736 35225 31749 6131 1340 99334 11193 4791 21977 1089667 1059366
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=3 1 1 3 1 0 1 0 1 5 5 0 1 0 0 0 5 2 0 5 5 3 6 5 3 0 1 5 1 0
split_gain=3.81126e+13 2.11371e+14 2.39263e+14 3.62864e+14 2.08006e+14 3.90667e+14 3.35395e+14 3.12876e+14 2.7176e+14 2.6106e+14 2.22921e+14 1.9949e+14 2.38994e+14 1.93521e+14 4.02851e+14 4.50376e+14 3.77603e+14 5.11969e+14 2.53618e+14 3.0763e+14 2.52177e+14 2.8193e+14 4.31247e+14 3.9433e+14 2.4199e+14 2.31851e+14 2.23953e+14 2.37475e+14 2.14286e+14 2.03085e+14
threshold=18.500000000000004 38.984911950000004 38.975980350000007 24.500000000000004 49.111504200000006 51.67657710000001 39.826386800000009 51.636650050000007 49.148175700000003 67.00500000000001 59.810000000000009 47.249522000000006 39.666208800000007 55.043101600000007 55.061033200000004 55.07108800000001 118.33500000000002 20.500000000000004 55.745923000000012 94.040000000000006 132.05000000000004 24.500000000000004 1.5000000000000002 75.750000000000014 25.500000000000004 55.039751500000008 82.940215400000014 39.505000000000003 82.897133550000021 55.160271200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 9 10 -6 -7 -3 12 -12 25 20 16 24 -18 19 -17 21 26 -23 -24 -16 -10 27 -15 -27 -21
right_child=1 4 3 -5 8 6 -8 -9 13 -11 11 -13 -14 14 15 18 17 -19 -20 29 -22 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=119.41718194312298 783.419300764593 -921.3034071031982 16069.160546511339 129378.23182337354 33273.278495181599 -26036.480772962255 -11034.520084573618 25025.481491981318 1603.4938679882325 -75126.30066053693 -15871.759470796613 -38246.12889173341 7003.7996623421932 26765.990798237224 41314.731052614799 -15709.533250097747 521916.7297297297 77825.587212643688 631.88917115254424 92375.556472682525 -80022.083305220178 -10508.918272124829 21476.85911922028 156024.26530370093 -67615.852805001399 -44475.956567382818 -54057.450847509142 -25104.724240449177 29174.250079853213 -4284.837338199256
leaf_weight=3717520 321710 56269 1628 342 2338 3948 17267 3782 51623 1493 15663 2648 6447 1023 2277 16882 37 87 71571 446 616 6667 849 293 224 429 2238 6432 4991 424
leaf_count=3717520 321710 56269 1628 342 2338 3948 17267 3782 51623 1493 15663 2648 6447 1023 2277 16882 37 87 71571 446 616 6667 849 293 224 429 2238 6432 4991 424
internal_value=0 -739.1 996.175 35740.1 -2767.07 -6207.43 -17856.6 -3088.31 -584.093 -39506.6 -4400.54 -12308 -9201.53 -1057.79 -3507.64 -822.109 40003.6 210337 -2021.88 -12721.1 -17136.6 -14923.2 -782.942 55997.3 31558.5 3669.26 -26315.1 -17986.9 23344.7 45267.5
internal_weight=0 600644 323680 1970 276964 107517 22708 84809 169447 5441 81027 24758 22110 167109 110066 91948 2625 124 89323 17752 18118 17502 7809 1142 2501 57043 9693 7455 5420 870
internal_count=4318164 600644 323680 1970 276964 107517 22708 84809 169447 5441 81027 24758 22110 167109 110066 91948 2625 124 89323 17752 18118 17502 7809 1142 2501 57043 9693 7455 5420 870
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=5 3 2 0 1 1 3 2 0 5 5 0 0 5 4 0 0 1 1 1 0 1 0 1 4 1 0 0 1 0
split_gain=3.62486e+13 8.48137e+13 2.80822e+14 3.09367e+14 3.12991e+14 2.87065e+14 2.61505e+14 3.44396e+14 2.477e+14 2.37031e+14 2.53326e+14 1.96131e+14 2.6773e+14 2.17307e+14 1.9223e+14 1.86546e+14 2.63726e+14 2.04357e+14 2.1978e+14 1.822e+14 1.69444e+14 1.86174e+14 1.65656e+14 1.67383e+14 1.64999e+14 3.45114e+14 1.58848e+14 3.25208e+14 1.4978e+14 1.46523e+14
threshold=102.01000000000001 7.5000000000000009 3.5000000000000004 55.078308950000007 65.520339550000017 65.551978750000004 8.5000000000000018 2.5000000000000004 55.061033200000004 225.45000000000002 114.05000000000001 50.973130900000008 53.719078300000007 161.85000000000002 3.5000000000000004 51.636650050000007 44.893607100000004 38.096381250000007 39.666208800000007 20.507360500000004 56.320495600000008 37.832345550000007 55.110554300000004 82.784560750000011 2.5000000000000004 47.208373000000009 56.367862600000002 56.301440000000007 65.659480050000013 54.194619400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 8 26 -6 28 11 9 10 29 -8 13 -13 -10 16 17 -2 -19 -14 21 -21 23 -7 25 -17 27 -5 -3 -4
right_child=1 6 3 4 5 22 7 -9 14 -11 -12 12 19 -15 -16 24 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=46.500555050066659 73835.295359528565 18620.852620246449 -17315.98848462517 -3431.6843109570691 160014.00151085487 -142398.46179315477 9318.6369570419829 1370.5930656017995 171810.2674045139 51187.457588897945 -41670.865605915737 -71245.781144740919 -146319.24828125001 -267959.84789186507 -100773.18226978999 -73496.432197093411 -35374.161890093375 -115714.85204168284 5447.6736219033592 40191.751628468257 -40342.708779975794 -16763.584071447371 -9509.8467620923511 164416.87794315733 11522.438984615696 36915.336558011455 -21579.311304767652 105810.19627324281 77879.103796434982 41358.55636033888
leaf_weight=4209727 407 2716 1377 1804 208 21 1820 63261 27 389 4741 517 115 63 619 684 2771 161 2135 704 2359 3106 413 116 12471 483 3506 321 506 616
leaf_count=4209727 407 2716 1377 1804 208 21 1820 63261 27 389 4741 517 115 63 619 684 2771 161 2135 704 2359 3106 413 116 12471 483 3506 321 506 616
internal_value=0 -1805.24 -6008.94 -16683.3 -382.754 59943.7 55.3789 -1192.83 -30088.4 -24711.1 -29095.5 -19866.8 -27605.4 -92613 -89380.4 1898.53 -13695.7 8528.18 -3048.48 -21605.3 -19280.5 -6239.55 22099 117387 8157.71 -27799 -8503.42 13070.3 27927.1 819.245
internal_weight=0 108437 33270 14158 6389 758 75167 71945 7769 7123 6734 8684 6864 580 646 19112 5474 2703 2296 6284 6169 3810 550 137 13638 1167 5631 2125 3222 1993
internal_count=4318164 108437 33270 14158 6389 758 75167 71945 7769 7123 6734 8684 6864 580 646 19112 5474 2703 2296 6284 6169 3810 550 137 13638 1167 5631 2125 3222 1993
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=3 0 1 0 3 0 1 1 0 3 0 5 0 1 5 6 0 5 1 5 2 0 5 0 2 5 0 0 5 1
split_gain=3.57003e+13 9.50623e+13 1.3474e+14 1.07357e+14 2.16484e+14 1.57569e+14 1.40512e+14 1.3724e+14 1.13532e+14 1.06779e+14 1.98011e+14 1.68037e+14 1.55446e+14 1.43194e+14 9.91986e+13 9.73832e+13 9.02402e+13 8.62402e+13 8.10209e+13 7.87053e+13 7.58017e+13 6.9723e+13 1.39932e+14 2.79841e+14 6.55396e+13 6.22812e+13 1.05018e+14 9.5654e+13 9.31276e+13 9.84382e+13
threshold=31.500000000000004 56.831297550000009 37.275078000000001 55.801980100000009 32.500000000000007 56.819808050000006 37.582182450000005 37.362912300000012 55.695992150000002 34.500000000000007 55.719391050000006 95.020000000000024 55.769960200000007 37.503486000000002 79.010000000000005 1.5000000000000002 55.806974650000008 114.05000000000001 37.457850350000008 38.010000000000012 21.500000000000004 55.795550600000006 71.715000000000018 55.777112100000004 1.5000000000000002 91.050000000000011 55.551692500000009 55.56564190000001 83.010000000000005 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 19 -6 17 10 11 -10 13 14 15 -11 -8 24 -9 -5 -7 22 -14 -24 -4 28 -27 -28 -26 -30
right_child=1 -3 3 4 7 20 16 18 9 12 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=21.882345201660449 89904.805869509146 -23366.580138124278 -181925.84843750001 -21498.296249999999 71202.616746093758 97606.273751483386 74985.923431811287 -200173.68690476191 -136051.44189964116 -31431.145528680641 -21608.758581852071 81888.415091463423 56272.799821488574 61930.50227881789 86116.894891481992 124086.34676598838 3277.3801035189736 101408.03806240589 -3502.0661626165197 103660.17608227777 278064.97556818184 -177877.20722656252 -447812.23312500003 -48450.306440361397 -404.61625149521649 -68888.906754805881 100158.78579494433 -68323.666136363638 4541.6548152343748 135881.38917224703
leaf_weight=4293298 159 2253 20 60 250 79 206 21 258 633 3753 41 93 473 98 43 1185 83 8238 309 33 44 20 143 5688 311 87 55 125 105
leaf_count=4293298 159 2253 20 60 250 79 206 21 258 633 3753 41 93 473 98 43 1185 83 8238 309 33 44 20 143 5688 311 87 55 125 105
internal_value=0 -3778.15 -1826.49 -2476.06 4980.82 35768.7 28449.9 -1792.57 -8887.87 -19315.4 -27848.4 -106167 3034.59 18582.5 -7907.94 -21538.8 13897 130.323 -4002.14 83309.2 150777 -61592.9 -41606.5 -97451.8 -1184.97 -617.586 -36354.2 34901.5 2117.91 64501.1
internal_weight=0 24866 22613 22454 10381 1872 1760 8509 12073 5599 4052 299 1547 1247 774 676 1391 6474 8259 369 112 300 256 163 6391 6371 453 142 5918 230
internal_count=4318164 24866 22613 22454 10381 1872 1760 8509 12073 5599 4052 299 1547 1247 774 676 1391 6474 8259 369 112 300 256 163 6391 6371 453 142 5918 230
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=5 1 1 3 3 5 1 4 0 1 1 4 0 3 6 0 1 5 5 0 3 1 0 0 1 4 3 0 2 0
split_gain=3.35637e+13 9.27489e+13 1.30259e+14 8.69857e+13 1.09639e+14 8.25813e+13 2.62085e+14 3.39408e+14 3.3585e+14 2.42598e+14 2.08042e+14 2.05805e+14 2.72963e+14 1.63922e+14 1.61863e+14 1.78339e+14 1.37473e+14 1.37368e+14 1.32597e+14 4.21379e+14 7.12969e+14 3.14704e+14 2.15043e+14 2.09617e+14 2.01758e+14 1.82137e+14 1.74594e+14 1.43755e+14 1.18147e+14 1.13973e+14
threshold=177.02500000000003 20.507360500000004 30.243224600000001 8.5000000000000018 9.5000000000000018 142.05000000000004 38.984911950000004 2.5000000000000004 51.636650050000007 39.080602550000002 38.975980350000007 3.5000000000000004 45.029420750000007 11.500000000000002 1.5000000000000002 54.708501450000007 39.007683500000006 150.04500000000004 137.05000000000004 55.078308950000007 6.5000000000000009 82.933113850000026 54.708501450000007 55.110554300000004 37.275078000000001 2.5000000000000004 14.500000000000002 59.982527000000012 5.5000000000000009 45.059881250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 18 10 8 -8 16 11 12 -7 -12 15 -14 29 -16 -1 20 21 22 -20 -21 26 -25 28 -27 -22 -9
right_child=1 2 -4 4 -6 6 7 9 -10 -11 13 -13 14 -15 17 -17 -18 -19 19 23 24 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-8.0342640565540275 119283.27716742622 -32729.661886160717 7053.1277166924965 -358956.89161931816 -67061.447511340724 77637.501790065944 -57921.141583478013 -131412.29624999998 160162.45936303234 -17523.996549399748 263518.76914062502 27968.812901127141 148529.67991898148 -38655.673557692309 -25759.084126510817 -46252.986411830359 -134435.11059705945 -110541.62126281083 -12047.684759418036 283447.38791118423 -155969.6713362069 105281.28096559759 -94443.313982742329 -142102.77056249999 55053.377803185169 41847.658361998656 -300825.74827586208 128972.68610885908 115247.83023003473 49127.236710611985
leaf_weight=4292468 72 112 8297 22 31 218 108 55 204 7839 58 2327 81 26 393 112 288 372 472 38 29 114 963 50 1267 1775 29 212 36 96
leaf_count=4292468 72 112 8297 22 31 218 108 55 204 7839 58 2327 81 26 393 112 288 372 472 38 29 114 963 50 1267 1775 29 212 36 96
internal_value=0 6265.12 5303.49 -82676.8 -188226 -12.4063 -8235.9 -17716.1 84672 -21575.2 14467 10737.7 -23358.2 169989 -46340.5 35495.2 -93915.2 -66986.7 10.8953 16310.7 -8240.16 -54637.4 -67341.8 50741 44566.1 46399.9 -96788.8 51143.3 -5756.9 -16632.2
internal_weight=0 8534 8462 165 53 4.30963e+06 12177 8590 312 8278 3587 3503 1176 84 958 193 439 765 4.29745e+06 4985 2910 1549 1435 2075 1361 2037 94 1987 65 151
internal_count=4318164 8534 8462 165 53 4309630 12177 8590 312 8278 3587 3503 1176 84 958 193 439 765 4297453 4985 2910 1549 1435 2075 1361 2037 94 1987 65 151
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=3 5 1 1 6 6 1 1 0 1 1 1 0 3 0 1 0 0 1 0 1 0 5 0 0 0 2 3 3 0
split_gain=3.37018e+13 1.64642e+14 2.0098e+14 1.95419e+14 5.49573e+14 4.03688e+14 6.86705e+14 5.69727e+14 5.96832e+14 5.70573e+14 5.48217e+14 4.45182e+14 9.00167e+14 4.42383e+14 4.41953e+14 3.8695e+14 2.04109e+15 4.16453e+15 7.5222e+14 6.93408e+14 7.9752e+14 6.41973e+14 5.231e+14 4.34819e+14 4.25983e+14 4.08687e+14 3.3346e+14 3.67292e+14 3.82133e+14 3.24235e+14
threshold=10.500000000000002 39.355000000000011 114.17164950000002 37.944765900000007 1.5000000000000002 1.5000000000000002 37.971176850000006 39.488326500000007 56.143542450000005 55.912026600000011 39.143775600000005 37.971176850000006 55.708120100000009 14.500000000000002 55.664473600000008 37.792847950000002 55.769960200000007 55.695992150000002 37.832345550000007 55.657530000000008 37.889331900000009 55.899899800000007 50.805000000000007 55.755036050000008 55.455204450000004 55.674875350000008 14.500000000000002 24.500000000000004 17.500000000000004 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 26 7 -7 8 10 -9 11 12 14 -8 -5 -6 17 19 -18 24 25 -20 -19 -24 -17 -21 -3 28 -28 -13
right_child=1 2 -4 5 15 6 13 9 -10 -11 -12 29 -14 -15 -16 16 18 22 21 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=217.50444636783473 1276.6776319744647 -5070.7514331690963 48066.80065101487 -12274.125703789119 2498.6319069802485 -43594.374725633141 -9704.7028078621788 -8347.9607270840243 158665.21490976855 2122.5669978611363 26541.486179298088 4275.9355832477841 -75322.91647018517 -1867.9032628128514 90060.916503951652 -5805.658930429312 41950.925539122312 45542.825982090057 -62005.949366917397 13635.631140616222 -28063.643626638044 -8376.1967863989266 124585.72944856198 41496.353450320719 -83518.790628726638 89646.775736731317 -9353.3044653434972 -4152.7486158254605 17386.520523787553 -22192.802505320797
leaf_weight=2688514 446770 176642 835 544 214634 4353 93457 79233 267 151668 13492 37681 543 314192 1882 1300 1886 1473 3418 1502 2495 6433 4512 732 1542 1337 6920 31159 23472 5276
leaf_count=2688514 446770 176642 835 544 214634 4353 93457 79233 267 151668 13492 37681 543 314192 1882 1300 1886 1473 3418 1502 2495 6433 4512 732 1542 1337 6920 31159 23472 5276
internal_value=0 -358.828 -976.553 -1011.2 545.275 -2073.36 -4086.43 780.844 9490 -1470.36 8819.67 3613.41 41063.4 -3664.56 67113.6 3909.28 15278.9 39856.1 -15907 -8074.08 13183.3 -26984.1 98197.2 112987 -47970.9 49432.4 -2862.1 3476.4 11298.1 1025.03
internal_weight=0 1.62965e+06 1.18288e+06 1.18204e+06 479457 702588 412002 290586 59685 230901 59418 45926 2969 407649 2426 241264 26630 14893 11737 8176 5334 9851 6717 5244 2842 2839 238193 61551 30392 42957
internal_count=4318164 1629650 1182880 1182045 479457 702588 412002 290586 59685 230901 59418 45926 2969 407649 2426 241264 26630 14893 11737 8176 5334 9851 6717 5244 2842 2839 238193 61551 30392 42957
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=5 5 6 3 1 0 4 2 3 1 1 5 5 5 1 1 0 1 1 1 1 0 0 1 1 1 3 0 1 2
split_gain=3.63504e+13 9.12983e+13 1.95545e+14 2.08375e+14 2.58609e+14 1.6439e+14 1.49891e+14 1.45788e+14 1.38634e+14 1.35581e+14 1.25753e+14 1.20072e+14 1.12101e+14 1.37939e+14 1.16135e+14 1.11454e+14 1.10991e+14 1.087e+14 1.18249e+14 9.89496e+13 1.11504e+14 1.89255e+14 2.915e+14 2.13192e+14 1.35526e+14 1.02151e+14 9.63356e+13 9.96664e+13 9.53853e+13 1.3299e+14
threshold=30.025000000000002 33.57500000000001 1.5000000000000002 7.5000000000000009 37.475443250000005 43.642715500000008 1.5000000000000002 8.5000000000000018 12.500000000000002 82.959896850000021 38.969379750000009 35.505000000000003 34.010000000000012 33.585000000000008 30.451272450000005 30.502469200000004 56.635684300000008 78.608766650000021 83.026705000000007 60.479177250000006 38.233559750000005 55.56564190000001 55.87722990000001 37.832345550000007 37.971176850000006 37.869926150000005 22.500000000000004 60.042666650000008 83.002084650000015 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 15 7 16 -2 -9 -5 -8 12 13 -3 -14 -4 -7 -16 -19 20 21 -6 23 -23 -25 -24 27 -18 -11 -30
right_child=1 11 3 9 19 6 10 8 -10 28 -12 -13 14 -15 17 -17 26 18 -20 -21 -22 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=-1046.5954286008805 23522.110536585547 -5001.0552178888784 -1623.0643173934145 8531.8315144864846 -8045.9676419331508 -6954.6261238856932 70929.697062673746 289101.38288517442 67869.729329230991 -7223.4541142599819 -7198.4749936907483 85.736985355349461 3693.7953394151687 2671.4901545856246 -7203.6134838097641 -18911.279599257494 10778.327386545456 10850.947898699878 -7422.8242698762524 6256.9419921342687 -1312.7507583258741 54209.753275755342 -20803.735913933371 -22306.384927260737 28092.748723574874 12104.249019249881 -9204.5766271808952 -24183.836993662804 -20281.784995299528 11176.549137737433
leaf_weight=308174 522 35806 6414 77025 4483 44322 489 43 83 10578 356 3494072 14823 67804 82491 8908 10096 7536 6680 39174 73726 2443 1815 767 1753 1964 4660 887 1590 8680
leaf_count=308174 522 35806 6414 77025 4483 44322 489 43 83 10578 356 3494072 14823 67804 82491 8908 10096 7536 6680 39174 73726 2443 1815 767 1753 1964 4660 887 1590 8680
internal_value=0 80.4325 1756.06 3048.17 593.646 -3275.48 -3809.36 46825.8 143369 6595.48 38014.2 -55.4432 -2348.34 19.9781 -4548.48 -11674.2 -4398.72 -5811.83 2264.23 2083.98 203.931 8659.05 17225.6 33159.8 12753 -3700.99 2843.04 7954.74 -558.581 6306.17
internal_weight=0 4.00999e+06 300778 239320 141447 61458 60810 648 126 97873 845 3.70921e+06 215140 103610 111530 15322 59965 96707 14216 126125 86951 13225 8742 4963 2520 3779 15643 10983 20848 10270
internal_count=4318164 4009990 300778 239320 141447 61458 60810 648 126 97873 845 3709212 215140 103610 111530 15322 59965 96707 14216 126125 86951 13225 8742 4963 2520 3779 15643 10983 20848 10270
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 5 3 5 0 0 1 5 0 1 5 1 4 3 5 1 1 1 0 0 5 1 1 1 0
split_gain=3.58877e+13 3.54037e+14 7.87334e+14 3.05143e+14 3.81321e+14 4.52595e+14 3.26622e+14 2.54413e+14 2.36386e+14 2.308e+14 4.7509e+14 4.47169e+14 6.37713e+14 4.15649e+14 4.0594e+14 3.59366e+14 3.89128e+14 4.4213e+14 3.50282e+14 3.40652e+14 4.14394e+14 3.03995e+14 2.37885e+14 2.27801e+14 2.22803e+14 2.20843e+14 2.14796e+14 3.19095e+14 5.57883e+14 6.25074e+14
threshold=47.272352350000006 47.222459950000008 39.488326500000007 39.694727950000008 39.767857750000005 5.5000000000000009 79.010000000000005 3.5000000000000004 40.205000000000005 51.636650050000007 51.67657710000001 36.761894450000007 67.00500000000001 47.425481600000005 39.262370300000008 82.00500000000001 39.188277450000008 2.5000000000000004 14.500000000000002 110.05000000000001 44.083877800000003 39.704585000000002 37.869926150000005 47.236539400000005 45.087005000000012 112.04500000000002 47.981192400000005 39.714575750000009 39.071052600000009 46.672631750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -7 8 -1 11 14 -2 13 21 15 -11 -17 -18 -15 22 -21 -13 -14 -8 -9 -10 27 28 -26 -30
right_child=9 2 3 4 -6 6 23 24 25 10 -12 12 19 18 -16 16 17 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1591.0804770178268 7867.5693616291528 -47467.935388134822 460.04144637500616 5532.1231888691118 1741.9983492500687 25995.199827112734 79394.138722891294 316.45831679097068 12538.994393752955 16260.080866678834 -54.719951274165602 -9299.7308852202968 -69288.610650018134 -13147.59478870294 -40308.962668423184 -18322.466285333106 229064.66799929651 67561.836780748126 13905.579620557137 -115057.22058236951 17887.365059881857 8718.5825830348022 -18031.301900426683 7018.0953766953098 -7010.7989198606419 -27690.919680489136 36808.620148449794 -16228.926994976631 53929.121938285418 4379.2931803227175
leaf_weight=24562 24948 2503 23028 10450 14524 13942 2092 482091 36191 13994 3426285 13486 970 43552 1154 381 211 862 5377 835 326 30631 13602 549 78665 1418 1256 20377 2810 27092
leaf_count=24562 24948 2503 23028 10450 14524 13942 2092 482091 36191 13994 3426285 13486 970 43552 1154 381 211 862 5377 835 326 30631 13602 549 78665 1418 1256 20377 2810 27092
internal_value=0 633.124 7561.17 9693.83 14810.5 21831.9 32103.4 -56.0009 6039.04 -131.267 27.0503 -4207.26 -6976.57 -3828.12 16902.6 21176.4 68493.9 99320.5 -10174.6 -25596.7 -77727.4 3210.62 -21443.3 64348.9 -674.881 11022.2 -4345.51 -4746.38 -2591.21 9035.67
internal_weight=0 741550 67088 64585 41557 27033 16583 674462 62171 3.57661e+06 3.44289e+06 133727 108779 93046 16602 15448 1454 1073 48929 15733 1161 44117 14572 2641 612291 37609 130200 128944 108567 29902
internal_count=4318164 741550 67088 64585 41557 27033 16583 674462 62171 3576614 3442887 133727 108779 93046 16602 15448 1454 1073 48929 15733 1161 44117 14572 2641 612291 37609 130200 128944 108567 29902
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 6 5 0 5 0 0 0 0 1 1 0 0 4 0 1 5 5 0 1 2 1 0 5 4 3
split_gain=3.82667e+13 1.69304e+14 3.37673e+14 7.75603e+14 2.78138e+14 2.44087e+14 2.25844e+14 3.17034e+14 1.87537e+14 1.90507e+14 5.55103e+14 5.14207e+14 1.78094e+14 1.76358e+14 3.98959e+14 2.84258e+14 2.81622e+14 2.278e+14 1.98913e+14 1.69249e+14 1.67101e+14 1.58213e+14 7.52096e+14 2.8968e+14 2.57303e+14 1.89187e+14 1.58098e+14 1.55964e+14 2.32118e+14 2.30939e+14
threshold=15.500000000000002 14.500000000000002 55.619594000000006 55.645049100000001 37.39371280000001 1.5000000000000002 85.020000000000024 55.793358600000012 71.715000000000018 55.751981950000008 55.701368300000006 55.755036050000008 55.777112100000004 37.889331900000009 37.39371280000001 55.975961550000008 55.834684950000003 4.5000000000000009 55.701368300000006 20.507360500000004 60.905000000000008 112.04500000000002 47.249522000000006 82.91993380000001 9.5000000000000018 35.911716050000003 60.063729500000008 73.010000000000005 2.5000000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 -4 6 8 12 -5 10 -10 -11 -8 14 16 -16 18 -18 -7 -3 -6 -21 24 25 -23 -24 -13 28 -2 -30
right_child=27 2 3 5 20 13 7 -9 9 11 -12 26 -14 -15 15 -17 17 -19 -20 21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=85.392809407474445 -279.20742007289147 133698.08532620943 35358.202358377835 -5619.3446919269991 -49447.481076617754 21008.603857421876 -82062.569936245825 -10989.920940151336 9152.1490284455122 -318885.05305232562 391997.23325892864 28556.732369080593 -236806.39018308083 -292.48265566031267 74053.634868470879 -24104.580604175015 17344.931987438806 -191151.66665683963 -113903.24047979219 14821.921326598083 -115214.16841565567 156394.26162981306 -302840.25625000003 -171609.39255163528 5159.9297376244467 -26041.851390259038 306081.91205357143 -2947.2155332899943 -6854.6950065904884 10860.266369348723
leaf_weight=3014719 989264 117 237 14475 806 170 299 785 117 43 56 911 99 6055 1850 351 4651 53 306 25846 742 224 26 247 226 491 21 210748 9325 34904
leaf_count=3014719 989264 117 237 14475 806 170 299 785 117 43 56 911 99 6055 1850 351 4651 53 306 25846 742 224 26 247 226 491 21 210748 9325 34904
internal_value=0 189.394 5485.23 -1471.66 -65525.9 2309.06 -5723.8 -47850.9 -2533.86 36370.6 133079 19211.1 -120554 12356.7 22733.5 58400.1 7578.63 14995.8 -65720.4 13683.7 -80971.3 13164.7 -22116.5 -82523.4 80441 -39962.1 34810 -467.902 37.675 7125.34
internal_weight=0 3.07392e+06 59204 32027 1785 30242 16806 1183 15623 1148 173 975 398 13436 7381 2201 5180 4704 476 27177 1548 27060 1214 764 450 517 932 1.24424e+06 1.03349e+06 44229
internal_count=4318164 3073923 59204 32027 1785 30242 16806 1183 15623 1148 173 975 398 13436 7381 2201 5180 4704 476 27177 1548 27060 1214 764 450 517 932 1244241 1033493 44229
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 0 5 0 0 3 0 0 1 0 0 0 5 0 6 1 0 6 1 0 0 5 5 6 0 1
split_gain=3.3618e+13 4.01239e+14 5.62448e+14 6.06987e+14 4.92466e+14 4.97247e+14 3.83338e+14 3.76013e+14 5.95134e+14 4.39185e+14 3.73432e+14 3.51997e+14 3.45752e+14 6.79903e+14 8.70091e+14 7.94838e+14 9.74022e+14 8.31081e+14 1.00737e+15 6.96369e+14 1.13319e+15 1.25712e+15 6.20469e+14 5.9997e+14 1.79873e+15 5.44857e+14 5.30684e+14 5.18795e+14 5.02441e+14 4.91344e+14
threshold=37.516458750000005 37.582182450000005 55.518428350000008 58.305000000000007 55.806974650000008 55.860536450000005 65.50500000000001 56.197733450000008 55.885524800000006 32.500000000000007 55.535913550000011 55.551692500000009 37.39371280000001 55.86787755000001 55.899899800000007 55.812836050000008 60.310000000000009 55.806974650000008 1.5000000000000002 37.436176200000013 55.87722990000001 1.5000000000000002 37.503486000000002 55.455204450000004 55.551692500000009 96.015000000000015 32.615000000000009 1.5000000000000002 55.993277250000013 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -4 10 6 -6 8 -7 -10 -5 -12 -1 15 19 17 -17 23 -19 -15 21 -21 -23 -14 27 26 -26 -25 -16 -18
right_child=1 -3 3 4 5 7 -8 -9 9 -11 11 -13 13 14 28 16 29 18 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=312.96133972963497 -9509.989542206049 -16.381086338499692 4945.5950320121474 203044.99399282096 -94137.886464929165 7291.1200897007429 1434.899072130117 -13777.484747638009 103112.28569857613 13525.820068210509 -153.07495187809951 52873.838399985281 -21614.138533786703 -65505.400122980267 15352.693926343052 6060.8597663446299 -41609.486078924885 -159720.79735235151 8737.3775649614472 301171.34381373361 -47494.149625052902 63312.602234212151 -109116.76948350694 28059.709758845293 20148.849067057687 61656.979705764112 -10100.610500603365 83031.322419531745 -22721.512302358347 93681.219503341374
leaf_weight=650275 14544 3481433 33902 148 686 3061 1081 2009 1645 820 1547 6561 15082 5802 6710 6923 304 755 670 190 2949 919 270 6108 6494 1183 54241 2388 7169 2295
leaf_count=650275 14544 3481433 33902 148 686 3061 1081 2009 1645 820 1547 6561 15082 5802 6710 6923 304 755 670 190 2949 919 270 6108 6494 1183 54241 2388 7169 2295
internal_value=0 130.056 7853.98 12761.5 27852.9 12075.1 -35669.2 23271.4 36740.7 73310.7 45629.7 42756.3 -598.609 -5519.84 -20577.8 -1771.24 25657.3 -4775.97 -80515.9 -42860.5 -12503.5 62324.4 24157.1 -3513.58 363.381 -5557.03 -6866.23 43510.8 -4314 77856.5
internal_weight=0 3.54744e+06 66004 51460 17558 9302 1767 7535 5526 2465 8256 8108 770727 120452 24009 96443 9522 86921 1425 10130 4328 1379 1189 85496 70414 61918 60735 8496 13879 2599
internal_count=4318164 3547437 66004 51460 17558 9302 1767 7535 5526 2465 8256 8108 770727 120452 24009 96443 9522 86921 1425 10130 4328 1379 1189 85496 70414 61918 60735 8496 13879 2599
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 5 1 0 3 0 5 0 6 5 0 3 6 5 0 6 0 6 0 6 1 3 5 0
split_gain=3.37255e+13 6.76134e+14 6.64097e+14 1.25357e+15 3.97403e+14 1.27241e+15 7.47564e+14 7.62648e+14 6.24638e+14 1.67426e+15 8.89389e+14 7.91818e+14 8.53005e+14 5.98636e+14 6.01797e+14 5.89182e+14 6.14522e+14 5.51808e+14 5.48037e+14 4.94062e+14 4.6561e+14 4.43235e+14 6.08782e+14 4.20482e+14 4.01856e+14 3.90987e+14 3.94925e+14 5.31101e+14 5.45689e+14 3.86941e+14
threshold=37.726745000000001 37.66934650000001 55.745923000000012 55.806974650000008 37.620907050000007 55.68356880000001 55.777112100000004 118.33500000000002 37.615058950000012 55.762622900000004 25.500000000000004 55.56564190000001 48.035000000000004 55.727011600000004 1.5000000000000002 53.705000000000005 55.860536450000005 3.5000000000000004 1.5000000000000002 64.020000000000024 55.755036050000008 1.5000000000000002 55.899899800000007 1.5000000000000002 55.719391050000006 1.5000000000000002 37.692869000000009 25.500000000000004 89.00500000000001 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 29 -4 8 -6 7 13 -1 10 11 -10 -13 14 -7 -8 23 -14 -15 -11 -19 22 -18 -17 -12 26 27 28 -5 -3
right_child=-2 2 3 25 5 6 15 -9 9 19 24 12 17 18 -16 16 21 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=67.111565622133114 150.52938041714955 -15474.132703534331 31721.248461467796 -32574.574184209709 -20721.313875404405 64124.288772884058 -3840.2751402060512 -452691.89828124997 21754.177101968133 19262.818002104905 195296.7263574219 -24787.835217281303 -377483.90093245968 277134.95065625 -9559.7139596456855 99000.230692241355 -77888.479058293669 -75209.160445732035 79975.561850181126 104204.37525293455 -484088.81339285721 52766.017099123834 24889.972353979076 29643.128292549369 25061.606191382776 79.337883645258657 -53120.212778332498 103295.61730431998 61422.711489374567 -43108.846743162059
leaf_weight=869963 3347093 16826 8177 4702 9259 2443 10108 30 1669 2149 160 5538 62 150 2029 1712 1043 5213 2346 1005 28 1247 1288 1786 1040 8755 4010 372 711 7250
leaf_count=869963 3347093 16826 8177 4702 9259 2443 10108 30 1669 2149 160 5538 62 150 2029 1712 1043 5213 2346 1005 28 1247 1288 1786 1040 8755 4010 372 711 7250
internal_value=0 -518.846 -11749.5 -898.003 101.136 10802.5 22872.6 50424.6 -302.397 -19364.2 -34477 -42365.4 -52236.8 52590.7 30693 11652.3 33783.3 -80902.1 91824.1 46328.9 -77393.6 4645 -21098 63588.1 47759.6 -15276.9 -29002.6 -12284.9 -20228 -23795.8
internal_weight=0 971071 50803 26727 920268 33441 24182 6998 886827 16864 13710 12510 10841 6968 4472 17184 7076 5303 2496 3154 5241 3578 2331 3498 1200 18550 9795 5785 5413 24076
internal_count=4318164 971071 50803 26727 920268 33441 24182 6998 886827 16864 13710 12510 10841 6968 4472 17184 7076 5303 2496 3154 5241 3578 2331 3498 1200 18550 9795 5785 5413 24076
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=0 4 5 4 0 5 1 1 3 6 2 0 1 0 1 1 5 4 3 0 0 1 5 6 1 3 5 2 5 0
split_gain=3.24831e+13 1.17724e+14 9.91486e+13 1.48981e+14 8.9103e+13 1.23302e+14 1.09672e+14 7.50547e+13 7.00805e+13 6.01612e+13 5.64407e+13 5.39461e+13 4.43055e+14 2.60001e+14 3.65279e+14 6.2413e+14 3.33727e+14 3.50427e+14 4.1131e+14 2.92072e+14 2.26611e+14 3.19378e+14 3.68781e+14 2.90707e+14 7.13305e+14 4.4282e+14 3.34793e+14 2.66197e+14 2.64534e+14 2.80018e+14
threshold=43.056445700000005 3.5000000000000004 67.520000000000024 1.5000000000000002 42.966471700000007 89.00500000000001 47.473138800000008 46.037218400000008 7.5000000000000009 1.5000000000000002 10.500000000000002 44.998833400000002 43.808567100000012 45.03656895000001 38.950530550000003 38.975980350000007 64.020000000000024 1.5000000000000002 14.500000000000002 45.022371150000005 44.732363600000006 37.692869000000009 49.010000000000012 1.5000000000000002 43.574807850000006 4.5000000000000009 91.050000000000011 12.500000000000002 47.005000000000003 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 -7 -8 -3 12 20 14 19 16 -16 18 -18 -13 23 -22 -23 24 25 -2 -25 -28 -27 -30
right_child=11 10 4 -5 5 6 9 -9 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 26 -26 28 27 -29 29 -31
leaf_value=-3494.1844513492906 -13338.113524783555 28182.519485794721 -13229.313205127815 15156.923541831371 -8045.8797798258602 -5251.9415794587203 20824.561945093785 -28506.115981815761 61358.007415426 63943.447511106162 -80380.814102608827 -46274.342183643792 -24420.723077323073 -59.012656322475998 14125.076342528224 4324.2961501210502 474250.01889880956 47087.295869413188 71511.677581787109 -3597.2473561395036 999.80632277219615 -2782.4759703961827 -24749.648462604528 -1720.384100254221 -31562.971861409933 13484.464575892109 26336.851597379107 -37471.686246924641 65803.623376437667 25962.867820567484
leaf_weight=7991 3348 2110 6583 9229 3745 391 701 547 265 601 49 2095 8161 3985555 5136 66579 42 4398 64 6837 35175 16505 14232 111789 3186 7578 6743 724 2694 5111
leaf_count=7991 3348 2110 6583 9229 3745 391 701 547 265 601 49 2095 8161 3985555 5136 66579 42 4398 64 6837 35175 16505 14232 111789 3186 7578 6743 724 2694 5111
internal_value=0 3163.69 1543.35 6501.81 -5110.17 3441.56 20615.4 -1152.52 21656 40728.1 25718.6 -23.7774 -1566.63 57.8036 5525.48 7767.6 31548.9 51417.7 231087 -13607.2 -665.972 -5507.25 -12953.8 1594.36 12179.6 19619.9 -351.011 20150 26793 39714.4
internal_weight=0 32212 30053 17220 12833 6250 2505 1203 656 1302 2159 4.28595e+06 215246 4.07071e+06 85151 76219 9640 4504 106 8932 207085 65912 30737 141173 21917 18731 119256 7467 15383 7805
internal_count=4318164 32212 30053 17220 12833 6250 2505 1203 656 1302 2159 4285952 215246 4070706 85151 76219 9640 4504 106 8932 207085 65912 30737 141173 21917 18731 119256 7467 15383 7805
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 6 1 5 4 6 1 1 3 1 6 1 0 0 1 0 1 0 0 3 1 1 4 0 1 0
split_gain=3.3153e+13 1.29175e+14 2.14173e+14 5.33687e+14 2.70525e+14 2.6007e+14 2.50466e+14 2.07668e+14 1.94037e+14 1.79152e+14 1.61807e+14 2.73889e+14 2.99469e+14 2.6143e+14 2.50837e+14 2.19507e+14 2.16069e+14 2.16456e+14 2.1153e+14 2.2133e+14 4.25411e+14 3.3779e+14 5.83082e+14 4.60953e+14 5.45611e+14 2.76723e+14 2.11218e+14 2.08117e+14 1.79885e+14 2.83562e+14
threshold=88.015000000000015 82.00500000000001 54.942865800000007 54.947152850000002 54.648549400000007 1.5000000000000002 82.962740850000003 86.810000000000016 1.5000000000000002 1.5000000000000002 38.096381250000007 82.991167100000027 11.500000000000002 37.889331900000009 1.5000000000000002 82.981501350000016 55.349623500000007 55.56564190000001 37.832345550000007 55.860536450000005 37.692869000000009 55.674875350000008 55.657530000000008 15.500000000000002 37.726745000000001 37.39371280000001 3.5000000000000004 55.91302515000001 37.436176200000013 56.028355650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 9 -7 -5 -6 13 12 -12 14 16 -14 -10 -18 19 21 26 22 23 -19 -25 -23 -21 -20 -16 -30
right_child=-2 2 3 8 6 7 -8 -9 10 -11 11 -13 15 -15 28 -17 17 18 27 20 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-39.733926020581798 -1163.7996974134232 6218.7801363811486 -9487.9284423589543 -21977.343722815429 4488.9675290513178 -121052.49666028561 77383.210463940864 -34291.845053909921 140088.90638569079 47040.677757936173 22075.472149491052 509.6009131127912 1375.2993194496851 -42332.046203190432 1006.6618800287514 98590.44752052438 -61802.792466386083 -59579.808474493715 -94422.060372371343 -14486.031165985429 -141012.19757625696 -52649.629811835533 -128998.87457262541 35870.37188585601 455211.9785400391 51641.332662761823 98158.099337536551 214977.0976902174 30428.428162894179 -78691.206330926303
leaf_weight=3947004 231644 25584 8698 2908 2585 302 961 3190 95 1603 18020 32988 14667 1530 8950 236 794 629 397 6272 264 291 380 1021 32 2024 171 23 4650 251
leaf_count=3947004 231644 25584 8698 2908 2585 302 961 3190 95 1603 18020 32988 14667 1530 8950 236 794 629 397 6272 264 291 380 1021 32 2024 171 23 4650 251
internal_value=0 65.9699 3056.4 973.87 10427.8 -18742.8 31341.1 -41795.2 3462.11 20776.1 4251.75 6949.52 13402.1 -2150.36 192.191 2914.77 -10143.3 -11303.9 -7818.45 -5178.85 -16594.4 12313.5 -17121.6 8153.82 48613.9 38531.8 -11496.4 -77478.8 9439.77 24840
internal_weight=0 4.08652e+06 139516 108783 30733 12190 5149 3492 96593 4188 93685 65911 32923 27774 26244 14903 12393 12298 11504 11084 6707 4377 2062 1682 1053 2315 6443 420 13851 4901
internal_count=4318164 4086520 139516 108783 30733 12190 5149 3492 96593 4188 93685 65911 32923 27774 26244 14903 12393 12298 11504 11084 6707 4377 2062 1682 1053 2315 6443 420 13851 4901
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=5 4 2 1 3 0 0 0 0 1 1 6 1 0 1 1 5 5 3 1 0 0 3 1 0 0 3 1 3 1
split_gain=3.47955e+13 2.21541e+14 1.67847e+14 3.59741e+14 2.3141e+14 2.40661e+14 4.794e+14 3.66727e+14 7.17111e+14 9.14586e+14 4.92784e+14 6.97068e+14 7.52885e+14 9.61399e+14 4.96696e+14 4.76802e+14 4.53324e+14 4.25773e+14 3.65189e+14 3.78003e+14 1.05661e+15 4.0718e+14 3.64062e+14 4.77626e+14 3.63661e+14 4.9371e+14 4.62494e+14 4.86425e+14 3.94049e+14 5.19096e+14
threshold=63.005000000000003 3.5000000000000004 1.5000000000000002 37.098288800000006 3.5000000000000004 55.674875350000008 55.701368300000006 55.07108800000001 55.030402950000003 82.837870700000011 37.615058950000012 1.5000000000000002 37.275078000000001 55.518428350000008 37.39371280000001 37.712318250000003 72.705000000000013 96.015000000000015 21.500000000000004 37.503486000000002 55.551692500000009 55.535913550000011 18.500000000000004 82.968597500000016 55.061033200000004 55.046835900000012 21.500000000000004 82.968597500000016 23.500000000000004 82.911991800000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 7 -7 8 -6 -10 11 16 -13 14 -14 17 -9 -12 19 21 -21 -18 23 -11 25 26 -24 -28 29 -26
right_child=2 -3 4 -5 5 6 -8 10 9 22 15 12 13 -15 -16 -17 18 -19 -20 20 -22 -23 24 -25 28 -27 27 -29 -30 -31
leaf_value=110.47811982369424 -20198.362002866586 13820.501559509001 -9500.693212558248 -2148.390124761539 -1139.1189489000742 22382.765679571919 1470.5034356474462 8452.617284037191 -66515.04199628382 36086.508395092409 -53790.649444779549 -21996.832508518564 109290.27592650997 46849.419555524742 -18168.859209929826 -9779.067139914916 62000.957794086709 66387.406126456437 -203.11362064240541 -52314.857248787368 189384.08985283432 -58656.533351285652 -21687.927227376927 2801.9654090755498 8350.9653298117901 -19480.388561572476 73123.373878197002 -41626.634813159668 28390.068917208377 334201.84633522731
leaf_weight=3265609 12490 11829 25325 95225 394431 11292 375279 6245 1341 13928 3886 3919 329 8981 4324 56937 297 319 3404 605 258 4799 1307 6244 88 6253 2002 453 655 110
leaf_count=3265609 12490 11829 25325 95225 394431 11292 375279 6245 1341 13928 3886 3919 329 8981 4324 56937 297 319 3404 605 258 4799 1307 6244 88 6253 2002 453 655 110
internal_value=0 159.961 -503.746 -4241.36 -72.2425 190.817 2081.36 -1211.62 35.3307 14341.2 -6855.27 2960.43 16632.1 27735.7 -9156.6 -12178.9 -12415 -44673.7 -26333.4 -41259.9 19942.8 -51624.5 17834.4 25783.7 3079.84 -2258.7 26366.3 51949.5 65759.2 189379
internal_weight=0 3.27744e+06 1.04073e+06 107715 933011 907686 386571 521115 426812 32381 94303 33161 17553 13634 4653 61142 15608 4205 9363 5959 863 5096 31040 20172 10868 10015 3762 2455 853 198
internal_count=4318164 3277438 1040726 107715 933011 907686 386571 521115 426812 32381 94303 33161 17553 13634 4653 61142 15608 4205 9363 5959 863 5096 31040 20172 10868 10015 3762 2455 853 198
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=3 1 1 3 0 6 0 0 1 1 5 5 0 0 1 0 0 5 3 1 0 4 0 5 5 0 0 1 3 0
split_gain=3.60431e+13 1.69378e+14 1.99491e+14 5.52404e+14 3.44316e+14 6.59914e+14 6.74308e+14 6.71868e+14 7.45456e+14 5.10454e+14 4.15321e+14 5.55163e+14 3.24172e+14 8.5146e+14 1.10944e+15 6.78048e+14 9.64388e+14 1.197e+15 8.3161e+14 7.78819e+14 4.75486e+14 4.1216e+14 4.02256e+14 3.9826e+14 3.93536e+14 3.55736e+14 5.46469e+14 4.28872e+14 6.0917e+14 7.8889e+14
threshold=18.500000000000004 37.832345550000007 37.417247200000006 20.500000000000004 55.576287050000012 1.5000000000000002 55.619594000000006 55.628356700000005 37.436176200000013 37.475443250000005 76.00500000000001 75.750000000000014 55.657530000000008 55.719391050000006 37.328003200000005 55.812836050000008 55.885524800000006 62.710000000000008 25.500000000000004 37.314272700000011 55.664473600000008 3.5000000000000004 55.86787755000001 42.895000000000003 39.025000000000013 55.120365700000008 55.576287050000012 37.39371280000001 22.500000000000004 55.628356700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 -5 6 -6 -8 -9 -7 11 -10 24 14 -14 18 17 -17 -15 -18 -16 -21 -19 -22 -2 -26 -27 -28 29 -29
right_child=1 -3 3 4 5 9 7 8 10 -11 -12 -13 13 15 20 16 19 22 -20 21 23 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=116.1297576862552 -12233.493996525196 -2239.8522321531518 22673.752281986202 -12469.934692715477 45308.448265212792 55930.400716778822 -51030.779292077823 54146.930331665964 -5720.1122201965391 12941.230082481863 21127.959115328937 -149279.71922314633 -14352.480020706604 72706.639825293474 -17655.209255890801 -8222.6090531816826 -220.09040947080558 -56949.102397014678 -7999.3825000330608 81691.612738182623 -71724.428931505929 -124878.50207827671 -135818.48309370148 -191192.42510728238 -5162.0187404112003 146140.22595075177 43026.410997931147 32623.549014638087 58252.29210782778 -192932.81902901788
leaf_weight=3717520 3976 329935 14465 14538 3016 3413 2794 2366 44905 14483 6145 271 4845 2728 404 9958 123948 3288 2400 1552 464 103 805 700 2682 437 4911 283 486 343
leaf_count=3717520 3976 329935 14465 14538 3016 3413 2794 2366 44905 14483 6145 271 4845 2728 404 9958 123948 3288 2400 1552 464 103 805 700 2682 437 4911 283 486 343
internal_value=0 -718.753 1135.13 4508.66 1650.45 4302.91 -761.437 -3221.5 -733.39 21139.8 -3263.48 -6581.29 -1049.29 -2357.62 -38014.2 -778.239 -2089.59 -26935 34934.7 689.817 -111127 68835.6 -72460.9 -143569 14030.2 25452.7 38163 30328.7 -25749 -90964
internal_weight=0 600644 270709 106396 91931 77393 59497 56481 53687 17896 51321 45176 164313 151195 6413 144782 139654 14051 5128 125603 1568 1655 4093 1164 13118 9142 6460 6023 1112 626
internal_count=4318164 600644 270709 106396 91931 77393 59497 56481 53687 17896 51321 45176 164313 151195 6413 144782 139654 14051 5128 125603 1568 1655 4093 1164 13118 9142 6460 6023 1112 626
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=5 4 0 1 5 5 5 2 2 3 2 5 1 3 3 2 1 1 5 2 5 6 3 5 0 3 3 0 5 0
split_gain=3.2325e+13 4.13256e+13 1.47561e+14 3.1432e+14 1.92039e+14 4.77795e+14 3.73452e+14 2.07599e+14 1.87388e+14 1.75964e+14 2.23566e+14 1.81719e+14 1.64487e+14 1.63456e+14 1.59258e+14 1.47385e+14 1.47303e+14 4.08164e+14 2.9567e+14 4.908e+14 2.9917e+14 3.23406e+14 4.37614e+14 3.64596e+14 6.65528e+14 6.74686e+14 2.89937e+14 5.80318e+14 4.72678e+14 3.09245e+14
threshold=20.010000000000002 1.5000000000000002 43.592450450000008 39.739656000000004 102.01000000000001 105.35000000000001 93.00500000000001 17.500000000000004 11.500000000000002 6.5000000000000009 3.5000000000000004 114.05000000000001 39.718803500000007 14.500000000000002 14.500000000000002 8.5000000000000018 82.95335685000002 61.880021000000006 73.995000000000019 6.5000000000000009 46.810000000000009 1.5000000000000002 27.500000000000004 60.005000000000003 59.990816400000007 19.500000000000004 16.500000000000004 59.882016200000002 53.385000000000012 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 6 13 8 9 12 -7 -11 14 -3 -6 -12 -5 17 18 20 -20 -2 22 23 -22 -25 -26 29 -28 -29 -23
right_child=1 2 -4 15 5 7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 26 -24 24 25 -27 27 28 -30 -31
leaf_value=-2419.51590650245 -49.237743106401787 170367.48593750133 -358.23931401914177 4268.4010224974572 -406940.99832317076 -73274.764876302084 148415.18147884728 -204874.37525436049 87341.17222113951 297748.48568412167 323321.75625000003 -16212.088649140213 18006.68397460254 -69057.101455965909 23754.630772569446 -13352.947053148788 -1232.8357645962565 5947.6645827546454 -46566.822412232279 14410.578940865695 13055.602095374335 4457.9917976382449 -35894.272014270129 39806.958396315473 -12382.815937500001 459378.69352805405 -1930.8697190125797 -11608.129396857814 -101627.37776913251 38526.209101958702
leaf_weight=54521 1162259 72 2364844 42078 41 126 265 43 461 37 35 189 4465 22 36 5350 430337 142885 3377 2167 26809 44779 1665 2923 50 77 23078 1233 1107 2833
leaf_count=54521 1162259 72 2364844 42078 41 126 265 43 461 37 35 189 4465 22 36 5350 430337 142885 3377 2167 26809 44779 1665 2923 50 77 23078 1233 1107 2833
internal_value=0 30.9394 -241.05 4966.29 26957.6 -30476.4 32730.5 4467.42 26596.8 25748 67757.7 35028.2 20424.6 -288950 171429 2280.67 387.298 879.937 310.834 -22732.4 411.678 5535.39 14000.5 16782.8 49543.9 273646 1881.34 -6742.27 -54194.2 6485.11
internal_weight=0 4.26364e+06 2.41806e+06 53220 5792 529 5263 466 4998 423 297 260 4537 63 71 47428 1.84558e+06 1.41524e+06 1.27236e+06 5544 1.26681e+06 104554 31524 29859 3050 127 73030 25418 2340 47612
internal_count=4318164 4263643 2418064 53220 5792 529 5263 466 4998 423 297 260 4537 63 71 47428 1845579 1415242 1272357 5544 1266813 104554 31524 29859 3050 127 73030 25418 2340 47612
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=5 1 1 5 1 4 0 1 1 4 0 3 6 0 5 0 3 1 1 1 0 0 4 0 0 1 1 0 0 3
split_gain=3.37235e+13 7.47644e+13 1.05373e+14 6.52314e+13 2.11349e+14 2.72273e+14 2.60915e+14 1.97815e+14 1.67886e+14 1.67305e+14 2.07623e+14 1.34537e+14 1.31311e+14 1.43323e+14 1.20056e+14 3.32704e+14 5.45401e+14 2.47841e+14 1.84212e+14 1.75828e+14 3.6116e+14 1.70426e+14 1.45678e+14 1.16174e+14 1.12494e+14 1.08219e+14 1.06855e+14 3.43685e+14 3.76762e+14 2.432e+14
threshold=177.02500000000003 20.507360500000004 30.278357500000002 142.05000000000004 38.984911950000004 2.5000000000000004 51.636650050000007 39.080602550000002 38.975980350000007 3.5000000000000004 45.029420750000007 11.500000000000002 1.5000000000000002 54.708501450000007 137.05000000000004 55.078308950000007 6.5000000000000009 82.933113850000026 82.91993380000001 39.726951800000002 47.236539400000005 55.110554300000004 2.5000000000000004 59.990816400000007 45.059881250000011 39.007683500000006 60.58031445000001 55.014170500000006 55.046835900000012 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 14 8 6 -6 25 9 10 -5 -10 13 -12 -1 16 17 18 -16 20 -18 -17 -23 -24 -14 -7 -9 -28 29 -29
right_child=1 2 -4 4 5 7 -8 26 11 -11 12 -13 24 -15 15 21 19 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-9.7382559752058544 107750.89700520833 -66306.086353027349 7152.8415167497114 67056.589249749144 -49812.531850405096 -16044.890040355962 142407.96413526349 -27253.013363748207 237507.44027478449 25252.081568967053 133971.06674382716 -36245.907211538462 -191113.02801432292 -40645.225320870537 -34832.18106127542 255939.82753906251 40888.941299669175 95039.585438082519 -113200.60715749416 71614.109622076707 -146074.46173196664 -126386.05437500001 38328.080552293657 118517.01662779851 -48478.310319841534 -120564.71957643298 -54457.359467773444 250985.93329741378 -1033.5703923669737 62428.186047363284
leaf_weight=4292468 72 200 8262 218 108 151 204 3938 58 2327 81 26 60 112 1008 38 463 114 427 765 133 50 1786 201 705 288 1000 87 2494 320
leaf_count=4292468 72 200 8262 218 108 151 204 3938 58 2327 81 26 60 112 1008 38 463 114 427 765 133 50 1786 201 705 288 1000 87 2494 320
internal_value=0 6280.01 5416.63 -12.4358 -7321.2 -15834.5 75870.1 -19290.9 13066.2 9716.05 -21025.7 152774 -41069.5 32639.3 8.27388 15518.1 -6297.08 -46877.3 -58151.6 39888.7 -832.758 46111.9 42197.6 46439.8 -59665.3 -84613.7 -15632.7 -3902.15 13524.7 102734
internal_weight=0 8534 8462 4.30963e+06 12177 8590 312 8278 3587 3503 1176 84 958 193 4.29745e+06 4985 2910 1549 1435 1361 596 2075 2037 1987 765 439 7839 3901 2901 407
internal_count=4318164 8534 8462 4309630 12177 8590 312 8278 3587 3503 1176 84 958 193 4297453 4985 2910 1549 1435 1361 596 2075 2037 1987 765 439 7839 3901 2901 407
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=3 2 3 3 5 1 6 5 3 0 1 0 0 0 0 5 0 1 1 0 1 0 6 0 1 1 4 6 0 6
split_gain=3.38351e+13 1.5418e+14 2.5388e+14 2.19023e+14 2.01074e+14 1.99949e+14 4.12916e+14 3.87818e+14 4.39836e+14 4.00919e+14 3.76139e+14 6.10339e+14 5.79294e+14 3.76001e+14 3.87846e+14 3.25167e+14 3.00581e+14 2.71736e+14 7.50347e+14 9.36897e+14 3.57549e+14 3.95674e+14 3.38341e+14 3.53316e+14 3.13977e+14 4.5196e+14 3.11932e+14 3.40725e+14 2.79612e+14 5.14772e+14
threshold=10.500000000000002 8.5000000000000018 8.5000000000000018 3.5000000000000004 45.610000000000007 37.998366300000008 1.5000000000000002 55.730000000000011 7.5000000000000009 55.551692500000009 38.422276900000007 54.864040150000001 55.619594000000006 44.732363600000006 44.580511600000001 72.010000000000005 55.899899800000007 37.615058950000012 37.620907050000007 55.734663800000007 37.516458750000005 55.299834250000011 1.5000000000000002 56.301440000000007 37.417247200000006 37.436176200000013 2.5000000000000004 1.5000000000000002 59.853570100000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 7 -7 8 16 -10 11 13 15 14 -8 -13 -6 20 19 -19 24 -22 -20 -24 26 -26 27 -9 -28 -30
right_child=-2 2 -4 -5 5 6 10 17 9 -11 -12 12 -14 -15 -16 -17 -18 18 22 -21 21 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-498.18125473460117 -359.53662449639791 175385.9059659091 -2164.2861796787197 -91204.76428421741 2335.7930197902001 5865.5787107253891 1251.7804450321123 -6813.4836496622102 12486.637035631182 -11448.383672916427 522.62365406953154 43878.01117381511 12937.106217145421 -21063.501220695245 63298.7738768852 114359.10573154753 19183.887819914933 31390.135721028651 -36053.257651181673 -170376.56588360539 -53034.687630154011 22696.454984887241 -4214.6610863896285 -119827.60548594042 -70062.677625968747 -11180.911548645396 -405.89934553806461 11189.692263257146 22075.024214422181 -17376.176016770238
leaf_weight=1182507 1629650 33 218150 466 19704 210648 5058 16680 10143 22572 806337 3750 9738 6195 1258 793 22891 360 4152 638 749 8744 26459 267 1565 7804 39615 28431 3732 29075
leaf_count=1182507 1629650 33 218150 466 19704 210648 5058 16680 10143 22572 806337 3750 9738 6195 1258 793 22891 360 4152 638 749 8744 26459 267 1565 7804 39615 28431 3732 29075
internal_value=0 217.934 -2327.26 -73574.5 443.252 1308.01 1910.05 -1271.83 4692.63 -4027.54 909.937 12566.6 26693.6 -3559.03 13610.1 56180.8 11390.1 -3941.23 -12253.8 -97595 -1998.55 16721.2 -9495.52 -5369.67 -3398.9 -21016.5 -1994.53 4532.94 -6060.42 -12888.4
internal_weight=0 2.68851e+06 218649 499 2.46986e+06 1.28736e+06 1.04378e+06 243581 75310 32715 833129 26792 14281 12511 6316 4543 42595 168271 31876 998 136395 9493 30878 26726 126902 9369 117533 45111 72422 32807
internal_count=4318164 2688514 218649 499 2469865 1287358 1043777 243581 75310 32715 833129 26792 14281 12511 6316 4543 42595 168271 31876 998 136395 9493 30878 26726 126902 9369 117533 45111 72422 32807
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 1 4 5 0 1 1 3 5 3 3 0 1 5 1 5 0 0 5 1 0 3 1 3 1 3
split_gain=3.21102e+13 9.50703e+13 2.09878e+14 1.56137e+14 1.31043e+14 3.44884e+14 1.52049e+14 1.37393e+14 1.25878e+14 1.5783e+14 1.43116e+14 1.24803e+14 1.24613e+14 1.11548e+14 1.08132e+14 1.05061e+14 9.92526e+13 9.86831e+13 9.76133e+13 1.17392e+14 9.24934e+13 8.83687e+13 1.4867e+14 9.77684e+13 2.65336e+14 8.81975e+13 8.45942e+13 8.21945e+13 8.18183e+13 1.24104e+14
threshold=91.398302750000013 92.928903050000017 53.516665650000007 46.405000000000008 52.485928400000006 104.38035940000002 1.5000000000000002 91.050000000000011 56.054485600000007 92.815157350000007 92.896330950000007 21.500000000000004 112.04500000000002 5.5000000000000009 4.5000000000000009 56.028355650000009 114.17164950000002 80.00500000000001 92.815157350000007 110.05000000000001 52.056565900000003 55.975961550000008 116.06000000000002 92.815157350000007 55.993277250000013 6.5000000000000009 114.17164950000002 15.500000000000002 113.46563545000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 16 10 -10 15 13 -13 -12 -8 21 -6 -16 19 -17 -7 25 23 24 -23 -5 28 -24 29 -22
right_child=1 4 3 8 7 20 14 -9 9 -11 11 12 -14 -15 17 18 -18 -19 -20 -21 26 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-50.283546438527537 -30162.173544479454 3146.5371096178769 -241.87321364938936 17150.677834077844 -6144.4636054931188 1291.4298026325705 3565.6127719546648 -43574.459985903923 -35252.599576353554 5596.8719900979122 -19280.754325666756 9073.1069291239673 -126143.60282675254 45743.985525411394 30113.468905060985 -15381.86963566038 6155.5261995626706 68838.653567772446 10193.26956242857 -144612.74116010274 -10953.578053049421 88289.888512553181 103513.70486652339 7749.3624766076991 17966.608882827783 -4430.6734470929268 -133880.18331473213 -19354.567021780305 3987.8221476406707 -54149.342989963712
leaf_weight=4176165 1681 3380 24514 3619 33484 25873 1262 884 1192 4580 290 863 74 2922 4016 1895 8159 787 2290 73 3921 639 311 4513 3346 3972 56 66 2536 801
leaf_count=4176165 1681 3380 24514 3619 33484 25873 1262 884 1192 4580 290 863 74 2922 4016 1895 8159 787 2290 73 3921 639 311 4513 3346 3972 56 66 2536 801
internal_value=0 1478.83 4645.98 5706.77 -635.105 3282.82 20142.6 -4562.7 10465.3 -2839.12 13552.7 30505.7 -1605.69 39873.1 29614.4 10158.7 -3734.56 36458.8 -3842.83 -20175.5 -1515.46 13779.4 20554.6 17828.5 29243 5858.21 -11444.7 82003.6 -10500.1 -18280.9
internal_weight=0 141999 56840 55159 85159 42632 9445 42527 30645 5772 24873 4149 937 3212 6065 20724 41643 4803 4258 1968 33187 16466 8875 8498 3985 7591 7314 377 7258 4722
internal_count=4318164 141999 56840 55159 85159 42632 9445 42527 30645 5772 24873 4149 937 3212 6065 20724 41643 4803 4258 1968 33187 16466 8875 8498 3985 7591 7314 377 7258 4722
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 0 5 0 1 1 3 1 0 0 5 3 5 1 0 1 3 0 5 1 0 1 1 3 1 1
split_gain=2.99883e+13 5.76039e+14 3.98286e+14 3.44911e+14 2.73242e+14 7.59312e+14 1.02566e+15 8.58179e+14 2.0438e+15 5.6503e+15 9.96736e+14 7.02788e+14 6.9136e+14 5.23216e+14 5.57598e+14 4.2262e+14 4.02069e+14 3.32109e+14 4.69242e+14 4.05838e+14 5.00062e+14 4.85954e+14 3.82755e+14 3.83244e+14 3.33568e+14 3.77324e+14 3.3377e+14 5.51387e+14 3.16909e+14 3.16475e+14
threshold=56.121679000000007 56.054485600000007 64.020000000000024 92.815157350000007 39.826386800000009 59.609407350000005 73.405000000000015 56.301440000000007 38.233559750000005 38.422276900000007 20.500000000000004 39.899261850000009 56.281985950000006 57.60800230000001 64.805000000000021 10.500000000000002 105.35000000000001 43.574807850000006 63.563300600000012 47.473138800000008 21.500000000000004 56.635684300000008 95.020000000000024 41.900971000000006 56.876792350000009 61.284352600000013 60.08989780000001 21.500000000000004 39.753614400000011 60.479177250000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -2 10 12 13 -10 -6 -15 -14 -8 18 22 20 -19 -21 23 -13 25 26 -23 29 -7 -28
right_child=4 2 3 -5 11 28 16 -9 9 -11 -12 17 15 14 -16 -17 -18 19 -20 21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=9.918902343778047 3605.7183813352563 -6371.4085639253153 -40912.275856312743 -97.150891278900644 3151.5143344978055 443.37325529797329 -35855.433525467139 -10318.179331508971 -62922.79057448815 -70851.628532583272 133187.2028772113 -3640.1279447293218 552894.12806089746 19458.709799740038 66015.479499181543 360722.7288470217 -107143.09481187456 10064.836404649493 34895.934835067215 -10696.159376152471 -23462.683704038973 -1806.1135358525162 -62696.693187431447 -29839.369605274376 -642.21411353959809 -22660.667750854987 40370.407221551235 -3982.9980634024382 85940.918595865136 11000.144261537489
leaf_weight=3157426 9575 37999 7006 2939 11687 407219 7125 70542 29 668 174 34566 195 9247 3564 277 890 80149 2514 34728 4710 41789 1314 6659 259150 4762 3825 27161 434 89841
leaf_count=3157426 9575 37999 7006 2939 11687 407219 7125 70542 29 668 174 34566 195 9247 3564 277 890 80149 2514 34728 4710 41789 1314 6659 259150 4762 3825 27161 434 89841
internal_value=0 -155.273 -11034.2 -28850.4 447.258 -1296.57 -9638.58 -6280.2 19809.5 135335 339384 1855.34 410998 18452.3 32410.7 440116 -43771.3 1167.56 -7084.55 1848.34 8203.93 679.074 -9565.54 -7872.04 1605.25 5084.97 5897.47 8561.82 534.397 12199.5
internal_weight=0 3.20537e+06 47944 9945 1.11279e+06 497128 89475 81460 10918 1343 675 615666 501 24498 12811 472 8015 591168 45053 546115 84859 461256 42539 41225 426528 167378 162616 120827 407653 93666
internal_count=4318164 3205370 47944 9945 1112794 497128 89475 81460 10918 1343 675 615666 501 24498 12811 472 8015 591168 45053 546115 84859 461256 42539 41225 426528 167378 162616 120827 407653 93666
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 1 4 5 4 5 5 1 1 0 1 1 3 5 3 0 0 0 0 1 5 0 5 6 5 3
split_gain=3.26278e+13 7.46502e+13 1.71271e+14 1.26366e+14 9.50092e+13 2.79356e+14 1.2316e+14 1.18177e+14 1.10062e+14 2.74693e+14 1.49478e+14 1.01122e+14 9.85871e+13 9.34458e+13 1.20187e+14 1.15924e+14 1.0109e+14 1.13334e+14 9.03535e+13 8.88353e+13 8.86031e+13 8.50994e+13 8.22907e+13 7.90668e+13 9.50877e+13 7.8644e+13 9.6594e+13 9.0505e+13 7.91936e+13 7.79401e+13
threshold=91.398302750000013 92.928903050000017 53.516665650000007 46.405000000000008 52.485928400000006 104.38035940000002 1.5000000000000002 78.710000000000022 2.5000000000000004 79.730000000000018 177.02500000000003 93.043229050000022 114.17164950000002 56.054485600000007 92.815157350000007 92.896330950000007 21.500000000000004 89.00500000000001 5.5000000000000009 51.67657710000001 48.713222300000005 56.028355650000009 51.83362145000001 92.815157350000007 110.05000000000001 61.785186750000001 128.92000000000004 1.5000000000000002 120.05000000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 12 9 -9 25 -11 -6 15 -15 21 18 -18 -17 -8 -7 -5 -21 24 -23 27 -27 -10 -29 -24
right_child=1 4 3 13 7 20 19 8 10 11 -12 -13 -14 14 -16 16 17 -19 -20 22 -22 23 29 -25 -26 26 -28 28 -30 -31
leaf_value=-50.687213912622894 -27146.948107218475 2830.8913486692891 -96.095306713149071 12400.457904047973 -4726.8610085038772 25186.065344757408 -81506.399937500013 -310074.33057065221 33782.706885579428 -179109.20732421876 -212736.82327724362 26156.8923479716 7988.0481552588381 -30212.044548751524 5434.8612773742016 -17353.670477505391 21954.255637282735 -53135.294496050272 41168.595011252241 69532.141227356231 -2370.4494900599761 -13844.674525626391 659.23549639301928 9172.9506903875772 -130152.45756100172 10847.142831556806 235017.54234375001 -27071.458431576699 -128156.43845486111 30541.978424375873
leaf_weight=4176165 1681 3380 24514 16466 32159 1211 75 46 240 32 39 96 7525 1192 4580 290 645 292 2922 442 31976 1895 1085 2290 73 494 20 1795 81 4463
leaf_count=4176165 1681 3380 24514 16466 32159 1211 75 46 240 32 39 96 7525 1192 4580 290 645 292 2922 442 31976 1895 1085 2290 73 494 20 1795 81 4463
internal_value=0 1490.7 4297.18 5255.45 -382.5 2953.55 18127.3 -3726.78 -23421.7 -100482 -18397.9 -25159.6 -2315.82 9536.34 -1926.73 12196.4 27454.1 -1446.12 35884.8 26652 -1364.91 9141.83 28006.2 -3459.54 -18158.9 -15516.1 19569.7 -24038.8 -31436 24697.9
internal_weight=0 141999 56840 55159 85159 42632 9445 42527 2843 174 2669 128 39684 30645 5772 24873 4149 937 3212 6065 33187 20724 5990 4258 1968 2630 514 2116 1876 5548
internal_count=4318164 141999 56840 55159 85159 42632 9445 42527 2843 174 2669 128 39684 30645 5772 24873 4149 937 3212 6065 33187 20724 5990 4258 1968 2630 514 2116 1876 5548
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 0 4 5 6 0 6 6 5 5 3 0 0 6 3 5 0 1 0 5 6 0 5 0 5
split_gain=3.19885e+13 1.80504e+14 4.44515e+14 5.96314e+14 4.51921e+14 3.40745e+14 3.89727e+14 2.93735e+14 2.6336e+14 2.48263e+14 2.19745e+14 2.53908e+14 2.16773e+14 2.08119e+14 3.3823e+14 2.00991e+14 1.96096e+14 1.94348e+14 5.1229e+14 6.69879e+14 7.21892e+14 6.16358e+14 3.26379e+14 4.53247e+14 2.74546e+14 2.66705e+14 5.87417e+14 3.22104e+14 3.0278e+14 3.3084e+14
threshold=30.160599000000001 30.102666750000001 7.5000000000000009 60.017447350000005 59.846652800000008 8.5000000000000018 59.846652800000008 1.5000000000000002 86.02500000000002 1.5000000000000002 59.863160500000006 1.5000000000000002 1.5000000000000002 48.035000000000004 50.410000000000004 5.5000000000000009 59.853570100000006 59.939091550000008 1.5000000000000002 14.500000000000002 90.015000000000015 60.003414000000006 28.619594500000002 58.242297500000006 70.00500000000001 1.5000000000000002 54.708501450000007 95.020000000000024 54.736324100000012 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 -3 9 8 -8 -7 -4 11 -9 15 -14 -15 16 -6 22 19 -19 -21 -20 25 24 -24 -1 27 -27 -28 -30
right_child=-2 2 5 -5 12 6 7 10 -10 -11 -12 -13 13 14 -16 -17 -18 18 21 20 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-6391.1699865460387 -35.292052332247188 31478.954290447029 -75924.430391321002 -34834.952053814777 151793.00980143229 -7198.2867396102129 1786.2602640438877 37489.676708639723 -114101.79897097753 3328.9502247926534 -13125.173569925715 104372.49490761061 53647.953459456709 591180.40695312503 169814.13356221264 -124809.78626562499 29594.002809132544 127269.77463811911 -111529.87316050212 35597.511619226651 -202572.38173757869 7282.4718676826033 -90267.278294944204 -14844.410568442627 -329274.99981515069 -25655.535782401261 34128.958590045069 -204451.77877976192 9320.8959164724311 -92358.441249302472
leaf_weight=20467 4246761 2014 898 837 240 4826 2872 1948 242 706 534 801 153 20 401 50 290 795 480 1507 139 4832 339 9572 56 2494 6728 105 6721 336
leaf_count=20467 4246761 2014 898 837 240 4826 2872 1948 242 706 534 801 153 20 401 50 290 795 480 1507 139 4832 339 9572 56 2494 6728 105 6721 336
internal_value=0 2099.03 11152.2 40235 60068.8 2071.57 8233.27 25142.7 -12303 -41041.1 45575.2 56977.9 109965 153532 189832 66848.4 84929.4 -693.34 13971.6 51891.6 15484.7 -3453.58 -3121.84 -19176.4 -124152 1220.39 10728.8 -32878.9 18950.5 4479.71
internal_weight=0 71403 16832 4005 3168 12827 11223 6155 5068 1604 3283 2749 1154 574 421 580 530 54571 7753 2441 1646 5312 46818 9967 395 36851 16384 2599 13785 7057
internal_count=4318164 71403 16832 4005 3168 12827 11223 6155 5068 1604 3283 2749 1154 574 421 580 530 54571 7753 2441 1646 5312 46818 9967 395 36851 16384 2599 13785 7057
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=4 0 3 1 1 1 1 5 4 3 0 1 0 5 2 5 3 0 1 1 0 1 5 3 6 6 3 0 0 6
split_gain=3.06863e+13 1.74793e+14 2.80268e+14 1.70478e+14 1.67221e+14 1.38194e+14 2.88361e+14 2.82003e+14 3.84867e+14 2.20476e+14 2.17748e+14 6.8793e+14 4.07111e+14 2.11119e+14 3.76116e+14 2.78008e+14 5.49789e+14 3.27086e+14 3.74323e+14 3.12377e+14 3.74445e+14 3.40366e+14 2.58263e+14 3.27346e+14 2.27337e+14 2.23962e+14 3.92196e+14 5.36604e+14 2.67058e+14 2.1144e+14
threshold=1.5000000000000002 43.642715500000008 11.500000000000002 39.704585000000002 39.694727950000008 82.95335685000002 82.871296800000025 39.505000000000003 1.0000000180025095e-35 9.5000000000000018 55.02863030000001 82.958618050000013 55.020029900000004 73.995000000000019 6.5000000000000009 45.005000000000003 10.500000000000002 59.932719750000011 39.188277450000008 30.160599000000001 59.982527000000012 30.243224600000001 63.455000000000005 8.5000000000000018 1.5000000000000002 1.5000000000000002 7.5000000000000009 59.950068600000009 59.939091550000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 13 -8 -9 -7 12 -12 -11 15 -15 24 17 18 -17 -19 21 -21 25 -24 -3 26 27 -23 -28 -18
right_child=-2 5 3 -5 -6 9 7 8 -10 10 11 -13 -14 14 -16 16 29 19 -20 20 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=128212.9547828863 -235.85627655962276 -1984.257095632242 71285.535555085036 7606.14089434363 -11442.373470661791 3746.4095656197496 11871.597406066312 22824.653113128014 -6803.3668570084446 -1303.8408787677017 -65593.94232655513 -4945.3036439918715 22388.381585529107 -40613.217385091688 13492.942561089129 1794.215072980752 6855.9572073402642 130355.85156558685 20104.976023390718 -70985.10261766387 -11851.227577262249 57882.36044815147 -124950.65250629194 133528.4270708476 1044.0676704684222 112923.82304017586 98553.051256844788 356119.28968261718 -7978.862532602072 -3336.0314367518172
leaf_weight=86 2422128 348311 452 6015 28206 76594 45445 5466 22156 250471 1906 99746 7469 3247 2126 22581 31332 348 22082 205 1330 183 149 73 859852 871 331 90 814 58099
leaf_count=86 2422128 348311 452 6015 28206 76594 45445 5466 22156 250471 1906 99746 7469 3247 2126 22581 31332 348 22082 205 1330 183 149 73 859852 871 331 90 814 58099
internal_value=0 301.299 -6724.74 12056.9 -11017.9 432.509 909.218 7028.19 -940.404 -1124.98 -2162.59 -6082.48 -617.801 578.532 -19204.4 657.464 4901.29 13408.5 10847.3 39441.5 31621.8 52910.2 63025.1 -39955.3 171.008 73012.7 48497.5 156202 22817.7 234.715
internal_weight=0 1.89604e+06 34759 6467 28292 1.86128e+06 1.42509e+06 73067 27622 436186 359592 101652 257940 1.35202e+06 5373 1.34665e+06 138488 49057 44663 4394 4046 2716 2511 222 1.20816e+06 2289 1418 273 1145 89431
internal_count=4318164 1896036 34759 6467 28292 1861277 1425091 73067 27622 436186 359592 101652 257940 1352024 5373 1346651 138488 49057 44663 4394 4046 2716 2511 222 1208163 2289 1418 273 1145 89431
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=5 1 1 3 3 1 2 3 0 0 1 0 1 0 1 1 4 1 4 3 0 4 5 4 2 3 1 0 2 2
split_gain=3.18073e+13 5.99091e+13 8.03701e+13 7.1865e+13 8.80606e+13 5.92741e+13 1.12441e+14 1.63373e+14 6.87092e+13 8.28391e+13 1.33568e+14 1.99329e+14 9.32186e+13 1.49884e+14 1.03307e+14 2.04195e+14 1.33993e+14 1.05642e+14 1.03702e+14 9.91951e+13 1.22506e+14 9.72849e+13 9.12754e+13 1.04521e+14 8.89149e+13 9.7617e+13 8.52399e+13 1.114e+14 8.66682e+13 1.76436e+14
threshold=177.02500000000003 20.507360500000004 30.243224600000001 8.5000000000000018 9.5000000000000018 83.026705000000007 4.5000000000000009 13.500000000000002 61.785186750000001 59.963407450000012 30.315880100000005 60.693675950000006 37.214886200000009 54.762542150000009 38.911476500000006 38.92948375000001 1.0000000180025095e-35 38.422276900000007 1.5000000000000002 16.500000000000004 54.970187400000007 4.5000000000000009 225.45000000000002 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 39.021425200000003 45.063245200000004 24.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 8 7 -7 9 12 -11 -12 13 21 17 -16 19 18 -14 20 -17 -4 -15 -24 -25 -26 27 -18 29 -28
right_child=1 2 5 4 -6 6 -8 -9 -10 10 11 -13 14 22 15 16 26 -19 -20 -21 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-12.077304104394177 96931.319835069458 -18383.094810131617 94589.652973090284 -312730.27954545454 -51130.983820564521 -35566.025177597417 28462.894754553145 -314099.55625000002 125188.36584712012 63674.67012560615 -245982.07569159838 19133.463487617926 -100354.12370794889 58841.090401521084 236888.87632812501 61545.925792410715 70996.316884180589 -129863.98363370029 2905.0237246288416 -41072.950000000004 330106.3739583334 297594.44715576171 165343.42341974433 -202033.12972972973 89033.191627604174 -107990.77861842106 2797.9747294426734 -21853.888125212296 -111597.01943359376 133785.28962631227
leaf_weight=4309630 72 112 90 22 31 492 314 22 51 58 61 53 116 257 40 35 434 88 602 25 33 32 22 37 45 57 4980 184 64 105
leaf_count=4309630 72 112 90 22 31 492 314 22 51 58 61 53 116 257 40 35 434 88 602 25 33 32 22 37 45 57 4980 184 64 105
internal_value=0 6098.98 5326.12 -63782 -159719 6700.46 -18685.2 -47487.7 9514.66 8719.39 -59870.4 -122727 10347.5 50317.8 7128.92 11716.4 10179.4 -26452 -13777.5 129256 191877 147837 21855.3 -37184.2 -69238.9 -21068.4 8259.14 43351.6 4047.22 5502.73
internal_weight=0 8534 8462 165 53 8297 828 514 7469 7418 172 114 7246 540 6706 5900 5860 806 718 93 68 122 418 161 139 102 5767 618 5149 5085
internal_count=4318164 8534 8462 165 53 8297 828 514 7469 7418 172 114 7246 540 6706 5900 5860 806 718 93 68 122 418 161 139 102 5767 618 5149 5085
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=0 1 4 2 3 5 5 1 5 1 3 0 5 3 3 2 1 1 2 3 4 5 1 5 3 0 1 1 5 6
split_gain=3.05439e+13 8.03032e+13 7.20659e+13 1.25249e+14 1.10815e+14 9.71686e+13 1.41967e+14 8.8655e+13 1.33311e+14 1.4986e+14 1.52856e+14 9.3694e+13 1.07971e+14 1.17047e+14 1.00276e+14 8.64501e+13 8.30805e+13 1.25547e+14 7.69292e+13 9.415e+13 7.66558e+13 7.3805e+13 1.0918e+14 1.11541e+14 1.04078e+14 9.66988e+13 8.14828e+13 1.21003e+14 1.22482e+14 1.06265e+14
threshold=43.465905150000005 47.854228500000012 2.5000000000000004 12.500000000000002 20.500000000000004 225.45000000000002 114.05000000000001 47.473138800000008 177.02500000000003 46.037218400000008 7.5000000000000009 42.966471700000007 161.85000000000002 6.5000000000000009 4.5000000000000009 10.500000000000002 40.810045900000013 44.083877800000003 1.5000000000000002 4.5000000000000009 4.5000000000000009 61.845000000000006 44.660994650000006 71.00500000000001 14.500000000000002 43.056445700000005 39.925119750000007 40.810045900000013 72.010000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 21 8 16 10 -10 -9 -13 14 -14 -6 18 -18 19 -4 -15 -1 23 -23 26 -24 -25 28 -28 -30
right_child=-2 -3 3 -5 15 -7 -8 11 9 -11 -12 12 13 20 -16 -17 17 -19 -20 -21 -22 22 25 24 -26 -27 27 -29 29 -31
leaf_value=3729.7749951727983 -28.147565752575758 -14601.478327557041 187503.16454133065 -63357.516433755802 18153.720912109373 87883.547522453257 -88320.110866156698 11121.396117775123 -100741.29153166119 -238602.88447916668 122995.47503472223 32902.380416933091 144512.12050000002 309467.06816155853 -155901.97639648439 158611.3529947917 -73742.713810890244 3562.2564475457243 18293.707119033479 38290.424853882752 87795.372836538474 -7561.337061537155 -8919.767700615681 -37343.644427490239 155537.48255043512 -56425.380508637012 311675.79456250003 1114.6213498357029 286269.31782670453 54424.542880608984
leaf_weight=23136 4270332 2593 62 229 100 127 180 3421 95 45 45 1793 25 39 20 78 219 5160 1276 133 26 792 7100 128 79 456 25 233 22 195
leaf_count=23136 4270332 2593 62 229 100 127 180 3421 95 45 45 1793 25 39 20 78 219 5160 1276 133 26 792 7100 128 79 456 25 233 22 195
internal_value=0 2512.95 3493.91 9921.95 1015.7 584.379 241.617 11279.7 3911.79 -79852.7 -28825.9 21015.6 38802.2 134970 10994.7 79702.6 6174.04 414.871 27233.6 85732.4 220798 737.206 -6930.13 17965.5 47609.7 -11786.7 33469.9 52552.2 102077 77929.5
internal_weight=0 47832 45239 12588 32651 32473 32346 12359 7035 185 140 5324 1903 110 45 178 6850 5379 1471 195 65 32166 9030 1474 682 7556 603 475 242 217
internal_count=4318164 47832 45239 12588 32651 32473 32346 12359 7035 185 140 5324 1903 110 45 178 6850 5379 1471 195 65 32166 9030 1474 682 7556 603 475 242 217
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=5 3 3 1 6 5 0 1 3 0 1 1 0 5 0 0 0 3 3 1 3 6 1 2 1 6 0 5 4 1
split_gain=2.99674e+13 8.04671e+13 9.4905e+13 1.01707e+14 7.42828e+13 7.40224e+13 1.59852e+14 1.74556e+14 3.03017e+14 1.62089e+14 2.40714e+14 1.60694e+14 3.60701e+14 3.32303e+14 1.77713e+14 1.44751e+14 1.23224e+14 2.66638e+14 1.3392e+14 1.231e+14 1.22998e+14 1.2253e+14 1.06915e+14 1.06273e+14 1.02827e+14 1.01676e+14 9.36667e+13 9.33044e+13 9.16158e+13 8.97924e+13
threshold=30.025000000000002 4.5000000000000009 18.500000000000004 82.981501350000016 1.5000000000000002 33.57500000000001 55.034903650000011 37.362912300000012 9.5000000000000018 55.946414150000003 37.889331900000009 37.832345550000007 55.619594000000006 31.795000000000005 55.885524800000006 55.099723300000008 43.642715500000008 11.500000000000002 12.500000000000002 30.502469200000004 11.500000000000002 1.5000000000000002 37.767735350000002 10.500000000000002 39.969502550000009 1.5000000000000002 59.863160500000006 32.475000000000001 1.5000000000000002 30.434657650000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 16 8 19 11 -11 12 -9 14 25 -13 17 24 23 -8 26 -18 -23 -19 -2 -14 -10 -24 -15 -22
right_child=5 2 3 -5 -6 -7 7 9 20 10 -12 15 13 28 -16 -17 21 18 -20 -21 29 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-16937.161206870765 17789.773660445091 528.07592221769755 -3606.0984270226286 -28762.216975001957 -3535.3291014889496 -49.316625557435408 -4938.7440981207756 -5525.7319023173504 -3566.5892084997286 -31112.620549408668 2726.3575192017447 17049.860706607968 12647.127794879416 13936.468595146243 7264.0086214285438 3397.6239517240074 -7332.34143694454 107415.74422033588 38275.578301103196 -21621.061390092396 8981.6657226619263 -13779.975022292007 -1332.9372700130432 324327.35168750002 -13975.583232287327 68799.494334189119 54729.171052593265 5560.7649417862913 83935.449049001967 -5994.4117940781607
leaf_weight=4652 2507 222504 42075 1671 37272 3709212 11129 5188 403 2180 58875 9417 368 8876 746 44305 29303 234 455 7341 12500 5275 61544 25 1717 2606 872 28831 191 5890
leaf_count=4652 2507 222504 42075 1671 37272 3709212 11129 5188 403 2180 58875 9417 368 8876 746 44305 29303 234 455 7341 12500 5275 61544 25 1717 2606 872 28831 191 5890
internal_value=0 -950.274 -309.068 -4567.01 -5022.43 73.03 1581.82 3591.7 -2371.4 5304.69 1518.12 8529.21 16713.7 25736.8 50904.5 5790.74 -1062.42 14431.3 70950.8 -11569.2 6267.49 -1674.72 58.5338 128353 4877.58 61851.3 36303.1 866.259 15411 4185.09
internal_weight=0 308174 266250 43746 41924 4.00999e+06 300778 170887 38135 132752 61055 71697 17975 12787 3720 53722 129891 4938 714 18470 19665 124953 95650 259 4224 2974 1275 90375 9067 18390
internal_count=4318164 308174 266250 43746 41924 4009990 300778 170887 38135 132752 61055 71697 17975 12787 3720 53722 129891 4938 714 18470 19665 124953 95650 259 4224 2974 1275 90375 9067 18390
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 3 3 3 5 3 5 0 1 0 0 1 0 0 1 5 1 1 5 1 5 4 5 0 3
split_gain=2.97148e+13 2.95934e+14 6.4084e+14 2.45947e+14 3.13605e+14 3.94238e+14 3.82017e+14 2.3689e+14 2.11316e+14 2.10301e+14 2.00565e+14 1.91321e+14 1.91391e+14 1.87473e+14 4.49434e+14 1.98949e+14 2.1477e+14 1.78098e+14 3.89246e+14 3.58313e+14 4.95463e+14 4.26013e+14 3.28061e+14 3.03473e+14 2.85606e+14 2.59621e+14 3.75964e+14 1.99808e+14 2.04947e+14 2.54368e+14
threshold=47.272352350000006 47.222459950000008 39.488326500000007 39.694727950000008 39.753614400000011 47.236539400000005 5.5000000000000009 3.5000000000000004 18.500000000000004 79.010000000000005 6.5000000000000009 38.455000000000005 45.254062050000009 38.891822450000006 44.678200800000006 45.047272400000004 39.011252750000004 51.636650050000007 51.67657710000001 36.761894450000007 105.35000000000001 37.869926150000005 39.262370300000008 177.02500000000003 44.005491150000005 56.205000000000005 1.5000000000000002 66.50500000000001 47.425481600000005 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 6 -5 11 10 -8 -6 -1 13 14 -13 -15 -17 19 22 -2 21 -21 23 25 -22 -19 -27 28 -23 -30
right_child=17 2 3 4 8 -7 9 -9 -10 -11 -12 12 -14 15 -16 16 -18 18 -20 20 24 27 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1916.2390160927423 7108.8183505301567 -42736.211999117906 544.34329522935309 6244.2389966433002 -2080.9290517460681 6866.9857823535731 36031.282276069876 -651.12407722897808 -14281.857620269038 73048.76529830326 22563.659324970115 57594.595621493216 -3465.676322916248 10933.000943202958 -11361.187387227395 42989.249961352463 11207.331216298729 6852.4892130523776 -54.388161281580828 -30323.017923911058 -84456.901892233785 2844.8980177131371 -36137.003772892946 331703.74153225811 10505.557447150735 165353.26997023364 28830.970834530919 -14906.903439309877 -9742.8146070006824 13712.173001807076
leaf_weight=21085 24948 2503 23028 3788 6686 10681 7047 612291 4868 1962 6525 1116 8598 16473 6176 5051 3672 8533 3426285 6415 1243 43838 1154 31 425 208 6676 13834 37755 5269
leaf_count=21085 24948 2503 23028 3788 6686 10681 7047 612291 4868 1962 6525 1116 8598 16473 6176 5051 3672 8533 3426285 6415 1243 43838 1154 31 425 208 6676 13834 37755 5269
internal_value=0 576.106 6910.19 8834.24 13427.9 21050.9 32889.5 -53.9378 3528.44 44093 10091.2 5827.45 9801.45 13312.6 -807.889 17399.2 29610.5 -119.446 19.6268 -3699.96 -6178.91 -5336.71 15294.7 19136.7 -60260.8 18508.2 32956 -3744.92 -1967.21 -6870.36
internal_weight=0 741550 67088 64585 41557 23478 12797 674462 18079 9009 13211 62171 41086 32488 7292 25196 8723 3.57661e+06 3.44289e+06 133727 108779 107111 16602 15448 1668 15417 6884 100696 86862 43024
internal_count=4318164 741550 67088 64585 41557 23478 12797 674462 18079 9009 13211 62171 41086 32488 7292 25196 8723 3576614 3442887 133727 108779 107111 16602 15448 1668 15417 6884 100696 86862 43024
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 6 0 0 3 0 5 1 3 0 0 6 2 5 4 3 0 0 1 0 5 3 3 3 1 1
split_gain=3.13692e+13 1.00937e+15 7.90251e+14 7.99937e+14 9.8346e+14 2.71464e+15 1.38973e+15 1.20054e+15 8.18375e+14 6.91293e+14 4.29534e+14 3.46803e+14 3.19563e+14 3.12073e+14 1.29085e+15 3.11504e+14 3.84726e+14 3.10952e+14 3.63165e+14 2.92571e+14 2.90426e+14 4.2225e+14 2.61735e+15 5.30548e+15 5.74776e+14 3.96057e+14 2.91452e+14 2.76159e+14 2.53958e+14 3.51329e+14
threshold=38.633372000000001 38.096381250000007 54.194619400000008 55.701368300000006 18.500000000000004 1.5000000000000002 55.388132500000005 55.212972300000011 19.500000000000004 54.484631300000011 72.010000000000005 38.891822450000006 8.5000000000000018 55.046835900000012 55.120365700000008 1.5000000000000002 8.5000000000000018 49.995000000000012 1.5000000000000002 11.500000000000002 56.501468900000013 56.281985950000006 38.233559750000005 56.320495600000008 40.205000000000005 10.500000000000002 11.500000000000002 23.500000000000004 30.410108300000001 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 5 7 9 12 20 -7 -8 13 -4 -2 -15 16 17 18 -1 -11 21 -5 26 24 -24 -26 -23 -10 29 -20
right_child=11 2 3 8 -6 6 10 -9 27 19 -12 -13 -14 14 -16 -17 -18 -19 28 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-3185.0256131191009 -29097.408168135509 -9688.2005034394915 -76474.627792245374 1784.7290629568479 -21759.65765538987 264434.88090366096 44169.090926446872 15530.655701463744 276047.36385054974 -26859.823838458742 107912.35780875914 -63.162569573727843 273668.99089579185 38498.608776921654 -16563.241137659119 954.2502269049852 715.95176520657697 -8785.7632682778385 29165.594189833409 122265.05774154664 -35240.301177683752 16450.612173720085 271664.72757411859 -2500.8536412398239 620823.00438311684 395114.07870471734 -30074.377650036477 88576.049639503006 5730.7688586042859 140383.35690259177
leaf_weight=100702 6999 12998 27 22868 2727 86 10303 266 135 4032 1178 2995798 753 5349 20869 784477 209932 117925 2889 136 1553 6200 156 737 154 157 1720 188 6535 315
leaf_count=100702 6999 12998 27 22868 2727 86 10303 266 135 4032 1178 2995798 753 5349 20869 784477 209932 117925 2889 136 1553 6200 156 737 154 157 1720 188 6535 315
internal_value=0 413.144 12423.3 17807.9 33938.2 42989.4 32619.4 198986 8516.76 -16203.4 50709.4 -175.834 261549 -10337.5 -5329.51 -238.785 -2374.11 -5214.74 -1401.72 -21993.9 6991.42 9041.49 27229.5 164598 428307 506880 6346.7 166931 17037.8 40099.9
internal_weight=0 1.28915e+06 66374 53376 19508 16781 15735 1046 33868 4254 11481 3.02902e+06 780 33217 26218 1.22278e+06 438298 228366 110441 4168 33545 31992 9124 1204 467 311 7920 323 9739 3204
internal_count=4318164 1289149 66374 53376 19508 16781 15735 1046 33868 4254 11481 3029015 780 33217 26218 1222775 438298 228366 110441 4168 33545 31992 9124 1204 467 311 7920 323 9739 3204
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 6 0 3 0 6 1 1 0 5 4 3 1 0 3 5 5 6 0 3 0 0 3 5
split_gain=2.96114e+13 1.71369e+14 2.26069e+14 4.38391e+14 2.95173e+14 2.86547e+14 2.77403e+14 2.27775e+14 2.15046e+14 3.66575e+14 4.17492e+14 3.26641e+14 3.79595e+14 2.31892e+14 3.10664e+14 2.83758e+14 2.80044e+14 2.14144e+14 3.17245e+14 2.10596e+14 1.94297e+14 1.9383e+14 1.93536e+14 1.8388e+14 4.3341e+14 1.65479e+14 1.72853e+14 1.67016e+14 1.64813e+14 1.6095e+14
threshold=30.160599000000001 30.243224600000001 59.939091550000008 59.846652800000008 11.500000000000002 47.415000000000006 59.755965500000009 1.5000000000000002 60.003414000000006 12.500000000000002 60.029906750000002 1.5000000000000002 30.207352000000004 30.226173900000003 60.029906750000002 67.520000000000024 2.5000000000000004 12.500000000000002 30.226173900000003 60.063729500000008 14.500000000000002 98.020000000000024 69.015000000000015 1.5000000000000002 60.035045000000004 3.5000000000000004 54.762542150000009 54.708501450000007 15.500000000000002 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 6 21 -5 -2 22 11 10 -10 12 -6 14 29 -15 -16 18 -13 -18 -14 -4 28 -12 -25 26 27 -1 -7 -11
right_child=1 -3 4 5 8 7 -8 -9 9 13 23 17 20 15 16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-34825.725792742756 -79341.145952472085 36.324775948137663 -26356.898320514025 -9696.3462119589149 -107640.18437129323 69704.949693080358 12792.648695163633 -32690.302652602713 -37904.175398693347 -21216.467304906168 50493.201210367792 -51160.321849119071 109185.88804459835 -11460.340564781232 6529.5876408730446 -64459.180104268227 51538.475110631814 37430.588477451754 56581.845979910402 218449.63014705887 -15548.165268298661 54880.120138147489 -152575.0452760417 325941.6361201299 -43582.474493634261 3169.9016447481376 -29813.98714457552 53894.36478535716 -76301.14329021766 -117563.18545386905
leaf_weight=342 347 4195408 5282 5816 410 91 5612 5394 584 2099 1637 724 163 6816 7301 1186 683 4705 439 85 534 311 300 77 54 67546 2956 559 514 189
leaf_count=342 347 4195408 5282 5816 410 91 5612 5394 584 2099 1637 724 163 6816 7301 1186 683 4705 439 85 534 311 300 77 54 67546 2956 559 514 189
internal_value=0 -33.9554 -5775.67 -14778.8 -886.001 -25701.5 7427.58 -40479.4 3346.97 -1767.57 35401.9 18533.7 -31289.9 -6529.42 3349.3 -19315.5 12571.8 27932.9 -10490.7 70011.7 13622.1 -21839.7 -86904 59616.2 173619 2019.53 -18126.4 20218.1 -54339.9 -29175.2
internal_weight=0 4.24676e+06 51353 18074 33279 12115 5959 6299 27686 20711 2352 6975 1107 18359 10357 8002 8069 5868 1163 768 697 5593 905 1768 131 71403 3857 901 605 2288
internal_count=4318164 4246761 51353 18074 33279 12115 5959 6299 27686 20711 2352 6975 1107 18359 10357 8002 8069 5868 1163 768 697 5593 905 1768 131 71403 3857 901 605 2288
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 3 1 0 5 1 5 4 0 5 0 6 5 1 5 3 1 1 0 6 3 5 5 5
split_gain=2.90965e+13 5.26192e+14 8.1743e+14 5.02948e+14 3.4256e+14 8.2175e+14 5.62082e+14 6.20291e+14 5.44972e+14 9.56011e+14 5.19567e+14 4.49237e+14 4.0916e+14 5.41868e+14 3.94933e+14 3.47241e+14 3.22289e+14 5.14253e+14 3.04634e+14 2.94807e+14 2.91249e+14 2.84526e+14 6.12841e+14 3.88719e+14 3.7096e+14 5.1464e+14 3.09777e+14 2.65896e+14 3.19058e+14 2.65378e+14
threshold=55.899899800000007 55.924336300000007 37.620907050000007 37.533784800000006 55.86787755000001 37.533784800000006 37.342273500000012 10.500000000000002 37.66934650000001 55.885524800000006 57.005000000000003 37.314272700000011 93.00500000000001 2.5000000000000004 55.885524800000006 61.020000000000003 55.91302515000001 1.5000000000000002 84.030000000000015 37.642309100000013 37.005000000000003 8.5000000000000018 37.417247200000006 37.436176200000013 55.87722990000001 1.5000000000000002 5.5000000000000009 64.020000000000024 86.02500000000002 50.410000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 11 9 27 -11 18 13 20 -10 -16 -4 -18 -6 -12 -8 22 26 -23 25 -25 -15 -7 -29 -5
right_child=1 -3 16 29 5 8 12 -9 14 10 19 -13 -14 21 15 -17 17 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-33.536928489659978 36111.519552888865 69.208390009133282 -5584.4445451691827 59003.165600869819 -12109.936222666318 5918.6326620978452 1126.1159020000985 111983.37461312754 -3572.1153598456644 24480.678675450046 76155.804706926094 208302.74900124292 41579.941018186975 97836.687411221603 -21707.700261308964 -86205.078058115643 -14545.402409512315 27271.120472989627 -189269.24917367788 204151.99137709889 -39247.781149561044 -138882.82692975231 -60628.133999834099 336223.46941489365 -99441.412728976124 -17595.863582852991 564508.75400000007 -50445.372723249231 17993.306118919736 177784.99003612107
leaf_weight=2975824 4618 1260308 12992 344 1455 8504 2343 540 12462 3400 1718 88 648 33 3163 1134 4031 10875 104 201 7526 1055 259 47 615 328 25 2101 1008 415
leaf_count=2975824 4618 1260308 12992 344 1455 8504 2343 540 12462 3400 1718 88 648 33 3163 1134 4031 10875 104 201 7526 1055 259 47 615 328 25 2101 1008 415
internal_value=0 396.923 12809.3 48510.5 -169.76 -8483.96 -27897.7 18974.7 197.512 12850.7 47961 -11519.9 -35857.2 -39959.8 -12586.3 -38728.9 5928.3 15962.8 -23928.1 89562.4 -29662.6 -82984 5169.22 -96648.8 -51641.8 26749.5 298988 -3230.55 -28256.2 123950
internal_weight=0 1.29358e+06 33275 5377 3.02458e+06 48757 15066 2187 33691 16932 5319 1647 12879 12231 16759 4297 27898 14906 1559 1919 9869 2362 317 2045 990 375 58 11613 3109 759
internal_count=4318164 1293583 33275 5377 3024581 48757 15066 2187 33691 16932 5319 1647 12879 12231 16759 4297 27898 14906 1559 1919 9869 2362 317 2045 990 375 58 11613 3109 759
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=1 1 1 6 0 0 3 0 5 1 0 1 0 1 0 1 1 0 6 0 2 3 5 5 0 0 3 5 3 5
split_gain=2.9247e+13 7.11944e+14 3.44126e+14 3.18062e+14 3.07519e+14 5.62789e+14 2.99572e+14 2.92817e+14 2.81356e+14 2.51236e+14 5.52901e+14 3.2509e+14 7.23782e+14 7.11107e+14 8.54541e+14 6.69939e+14 4.72893e+14 1.79772e+15 4.54133e+14 7.92295e+14 4.52144e+14 3.88501e+14 3.76183e+14 3.74517e+14 3.3701e+14 4.36265e+14 3.5701e+14 3.29941e+14 3.37035e+14 5.7778e+14
threshold=65.480823400000006 61.463701450000009 65.58467570000002 1.5000000000000002 57.106514900000001 57.265292900000006 13.500000000000002 57.157092150000004 79.010000000000005 82.784560750000011 60.693675950000006 82.91993380000001 55.012873400000011 82.911991800000024 55.034903650000011 82.926290250000008 82.940215400000014 55.055104550000003 1.5000000000000002 55.034903650000011 5.5000000000000009 9.5000000000000018 90.015000000000015 42.005000000000003 55.055104550000003 55.050600750000008 17.500000000000004 66.040000000000006 12.500000000000002 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -6 7 -2 -3 10 -4 12 23 24 20 -13 17 18 19 22 -15 -16 -17 -11 25 -14 -27 -20 -29 -30
right_child=2 4 9 -5 5 -7 -8 -9 -10 11 -12 15 13 14 21 16 -18 -19 27 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-6.3490972765797578 31599.500457977225 -19066.306734607169 -8533.2262115309004 3637.7525193536403 16672.669046755891 -30498.730469413233 13072.572703789643 105984.03582042757 -69014.922450790531 6577.2271943849792 28032.850950000728 -21186.782833055018 9430.7857644295182 87681.413051189578 13283.840760810677 109654.20850218063 -371.76713529349263 -13639.397043080393 12272.356103416631 31502.291945922498 241480.34432608981 66082.809973087962 357332.77054023743 -7683.5254116142987 18693.602072901504 15227.884389868821 -30657.484430721597 81024.870049954567 59610.829313992326 -37047.065389426811
leaf_weight=3098703 2399 20322 60410 50233 6700 4063 12116 679 1194 32339 4439 15087 22116 971 5322 1466 876038 14533 7938 2983 238 1888 64 42773 20488 2379 5903 1716 1688 976
leaf_count=3098703 2399 20322 60410 50233 6700 4063 12116 679 1194 32339 4439 15087 22116 971 5322 1466 876038 14533 7938 2983 238 1888 64 42773 20488 2379 5903 1716 1688 976
internal_value=0 -160.254 422.642 7472.34 -14934.7 -1134.39 20149.9 48008.6 -21838.1 11.464 -6030.23 382.167 4976.66 13234.9 40155.8 -287.302 60.185 12125.2 34372 61509.8 117958 27109.7 120015 -1543.65 8780.84 2099.72 -17476.9 24429.4 46462.1 24198.6
internal_weight=0 3.13098e+06 1.18718e+06 65427 32279 10763 15194 3078 21516 1.12176e+06 64849 1.05691e+06 134417 59305 8419 922489 907402 31364 16831 4513 1209 7210 1530 75112 50886 30398 8282 12318 4380 2664
internal_count=4318164 3130982 1187182 65427 32279 10763 15194 3078 21516 1121755 64849 1056906 134417 59305 8419 922489 907402 31364 16831 4513 1209 7210 1530 75112 50886 30398 8282 12318 4380 2664
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=3 3 1 5 4 1 0 4 5 2 1 0 1 1 0 5 3 1 5 5 0 0 0 1 0 6 3 5 1 1
split_gain=3.41757e+13 1.66239e+14 2.16859e+14 1.91105e+14 2.5948e+14 2.28102e+14 2.12747e+14 2.04271e+14 2.28827e+14 2.24075e+14 2.33483e+14 4.37104e+14 2.50442e+14 1.84643e+14 2.04622e+14 2.76882e+14 2.5334e+14 2.56574e+14 3.00573e+14 2.4615e+14 3.00609e+14 2.97442e+14 2.11146e+14 2.03669e+14 1.80402e+14 1.77706e+14 1.75227e+14 1.73555e+14 3.32694e+14 2.17232e+14
threshold=10.500000000000002 12.500000000000002 30.410108300000001 73.010000000000005 2.5000000000000004 30.207352000000004 59.932719750000011 3.5000000000000004 225.45000000000002 9.5000000000000018 60.55755580000001 54.978840000000005 83.761389800000003 39.021425200000003 45.022371150000005 109.05000000000001 13.500000000000002 30.259484550000003 161.85000000000002 99.555000000000021 55.576287050000012 55.87722990000001 55.619594000000006 37.503486000000002 60.035045000000004 1.5000000000000002 13.500000000000002 110.05000000000001 61.310823700000007 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 26 6 -6 8 9 27 -11 12 -12 14 -9 19 -17 18 24 20 23 -21 25 -16 -18 -22 -3 -5 29 -29
right_child=1 3 -4 7 5 -7 -8 13 -10 10 11 -13 -14 -15 15 16 17 -19 -20 21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=219.0281621225256 4353.287975305675 7176.1415772133305 -5004.4562186583926 -5342.3704404905848 14423.211188432715 6386.7961564327588 108665.45482276085 -57890.700110105347 -81103.188565305682 -2629.4422119174014 -32691.963676094329 13230.976125281304 34054.773682970648 -2120.8114294957822 -69258.106851608361 146033.08977597795 -90604.286196563975 43872.105211828115 136330.33859554597 12786.079179156648 280032.22055288462 -61280.590992461053 32470.031142454369 39182.241532886306 123491.28622159093 26336.845442708334 -29.816215415496558 -185677.56096014494 -58906.269256947693 -7158.5042570228416
leaf_weight=2688514 30151 34795 138628 107735 554 53268 422 353 378 89341 3492 23341 670 10595 511 212 373 3295 87 1190 65 996 2461 262 44 48 1118914 69 1775 5625
leaf_count=2688514 30151 34795 138628 107735 554 53268 422 353 378 89341 3492 23341 670 10595 511 212 373 3295 87 1190 65 996 2461 262 44 48 1118914 69 1775 5625
internal_value=0 -361.342 -3332.77 -18.043 505.31 7264.57 55171.4 -2517.61 -3361.46 -3234.82 -149.228 7907.52 -21947.1 7053.53 16874.9 19640.2 39645.1 33708.2 -32740.2 5138.23 22184 -20960.7 38607.2 -32503.4 -68013.9 172268 187.51 -6364.34 -21105.5 -9321.8
internal_weight=0 1.62965e+06 168779 1.46087e+06 1.20795e+06 54244 976 252918 232426 232048 116844 27503 4162 20492 9897 9544 4011 3799 504 5533 3347 2186 2574 773 417 113 1.15371e+06 115204 7469 5694
internal_count=4318164 1629650 168779 1460871 1207953 54244 976 252918 232426 232048 116844 27503 4162 20492 9897 9544 4011 3799 504 5533 3347 2186 2574 773 417 113 1153709 115204 7469 5694
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 1 5 3 0 1 1 1 1 0 3 1 1 0 0 0 5 1 5 3 5 5 1 1 3
split_gain=3.04628e+13 2.38678e+14 4.95695e+14 1.99898e+14 2.61308e+14 3.07907e+14 2.25175e+14 2.04804e+14 1.95534e+14 1.65035e+14 1.73095e+14 2.65437e+14 4.80473e+14 2.96936e+14 5.73289e+14 3.07995e+14 2.93313e+14 2.91915e+14 7.79728e+14 2.65971e+14 4.46401e+14 8.35302e+14 4.90291e+14 4.48495e+14 3.62139e+14 2.39128e+14 2.0984e+14 1.92763e+14 1.85695e+14 2.2364e+14
threshold=47.272352350000006 47.222459950000008 39.488326500000007 39.694727950000008 39.767857750000005 5.5000000000000009 39.718803500000007 78.710000000000022 3.5000000000000004 45.087005000000012 47.981192400000005 39.714575750000009 39.694727950000008 39.071052600000009 46.672631750000008 18.500000000000004 39.016372550000007 39.630124250000001 45.254062050000009 45.133160800000006 45.112033650000008 94.040000000000006 38.969379750000009 93.00500000000001 6.5000000000000009 70.50500000000001 85.91500000000002 38.984911950000004 38.950530550000003 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 -7 -8 -1 -10 11 12 13 16 17 -16 19 26 -19 20 23 22 24 -11 -22 -21 -15 -23 29 -25
right_child=-2 2 3 4 -6 6 7 -9 9 10 -12 -13 -14 14 15 -17 -18 18 -20 25 21 27 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=5360.8918710043736 -120.93991843984084 -37391.945190617451 490.29635660710886 4473.3912166106666 1287.0133049681508 15136.939620724108 31000.461695010326 72782.46758696399 328.13017146842645 -555.8346600850889 33259.629393369833 -14516.765900082637 55999.514860908537 26545.79626642236 7230.6446189175731 -18724.104521808466 -17718.400087471975 -21590.659750102481 283275.42581823946 -8699.6566046124299 126562.53103082963 242864.78958966292 -10742.515917416469 -221846.46526003649 31734.69841313154 -43829.422019206657 118775.7661937247 3877.5581347656248 -50545.193962193473 79601.020455729173
leaf_weight=62171 3576614 2503 23028 10450 14524 8581 6574 1428 482091 37580 1256 20377 1406 2190 19742 5950 16818 162 174 16196 524 216 2470 137 1740 2201 278 40 713 30
leaf_count=62171 3576614 2503 23028 10450 14524 8581 6574 1428 482091 37580 1256 20377 1406 2190 19742 5950 16818 162 174 16196 524 216 2470 137 1740 2201 278 40 713 30
internal_value=0 583.313 6271.74 7963.93 12105.3 17917.6 26389.7 38456.7 17.4908 -525.069 -3684.21 -4044.06 -2078.44 -2840.45 5905.61 1219.79 -6008.66 48839.9 136286 -2824.44 1442.7 29582.6 20068.3 -2208.32 53682.5 -12902.5 36934.7 205523 -72776.9 -167694
internal_weight=0 741550 67088 64585 41557 27033 16583 8002 674462 612291 130200 128944 108567 107161 28496 25692 78665 2804 336 61847 43450 4990 4734 38460 2264 18397 2468 256 880 167
internal_count=4318164 741550 67088 64585 41557 27033 16583 8002 674462 612291 130200 128944 108567 107161 28496 25692 78665 2804 336 61847 43450 4990 4734 38460 2264 18397 2468 256 880 167
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=1 5 5 0 0 0 1 0 0 1 1 0 0 3 0 0 5 5 5 1 0 0 5 3 0 5 0 5 5 3
split_gain=2.99267e+13 7.42919e+13 1.08944e+14 6.64145e+13 6.4005e+13 6.17278e+13 6.10653e+13 1.56593e+14 3.14845e+14 2.00369e+14 1.51341e+14 2.1624e+14 1.30509e+14 9.66008e+13 1.01009e+14 8.4931e+13 8.13947e+13 7.92694e+13 7.83426e+13 7.73703e+13 9.20722e+14 1.05274e+14 9.8681e+13 8.68785e+13 8.48546e+13 7.73399e+13 7.44223e+13 6.58644e+13 6.3076e+13 6.15526e+13
threshold=91.398302750000013 84.030000000000015 87.395000000000024 48.713222300000005 56.054485600000007 63.563300600000012 84.920232800000022 56.24640500000001 55.455204450000004 86.067573200000012 86.067573200000012 52.056565900000003 55.141517900000004 6.5000000000000009 55.416472000000006 56.501468900000013 101.05000000000001 90.015000000000015 112.04500000000002 83.761389800000003 53.37994195000001 53.310923100000004 161.85000000000002 24.500000000000004 53.340367100000002 89.00500000000001 54.648549400000007 78.710000000000022 62.015000000000008 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 -2 19 8 10 15 11 -8 26 14 -14 18 -10 -11 29 -1 21 -21 23 28 -24 -13 27 -12 -23 -9
right_child=1 2 3 -5 -6 -7 7 9 16 17 12 25 13 -15 -16 -17 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-35.02803245923765 949.1672268496676 44876.058336020564 96684.260965044086 3902.5852512289066 806.94592758212696 -40864.357491324045 26229.380810120827 69687.172041617945 -33345.874360071197 -209.2417402505275 -3510.21839077395 -16336.046477347645 14955.596765594206 476.02405980150371 78856.095682010142 15933.039523189324 -184510.49448784723 -97688.504642078493 206018.22919642858 -34989.392270714125 -30049.922051810619 21932.273137573149 69291.28244173729 -41999.577246621629 289118.3885 -84168.597848135978 -61127.99515341482 -37245.576811094194 40497.869578366954 13362.025673402457
leaf_weight=4119774 132796 1239 78 7083 449 354 1275 683 3376 2783 9109 9858 5510 7235 259 847 36 86 35 284 4466 6411 59 185 25 171 248 618 2561 271
leaf_count=4119774 132796 1239 78 7083 449 354 1275 683 3376 2783 9109 9858 5510 7235 259 847 36 86 35 284 4466 6411 59 185 25 171 248 618 2561 271
internal_value=0 1427.66 10300.3 4913.19 33153.9 837.999 -48.5438 -3824.25 -5971.3 13377.2 -3088.12 -12561.1 1571.91 8172.34 17824.4 39173.9 -34940.8 -3131.24 59077.9 -9.81634 7413.99 24979.7 26822.8 25833 134716 -17492.6 -7032.79 -5653.58 27231.7 53687.1
internal_weight=0 141999 8849 7161 1688 133150 4.17616e+06 42400 37695 4705 34283 11304 22979 13004 5769 1836 3412 2869 989 4.13376e+06 13991 9525 9241 9157 84 10029 9975 9727 8972 954
internal_count=4318164 141999 8849 7161 1688 133150 4176165 42400 37695 4705 34283 11304 22979 13004 5769 1836 3412 2869 989 4133765 13991 9525 9241 9157 84 10029 9975 9727 8972 954
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=5 5 4 6 3 1 5 1 2 1 2 2 1 1 1 1 3 3 0 2 1 3 1 5 2 1 4 1 1 0
split_gain=2.8968e+13 7.42873e+13 8.94961e+13 1.02477e+14 8.63093e+13 8.99373e+13 8.6308e+13 3.73596e+14 1.55981e+14 1.76041e+14 1.60302e+14 2.22817e+14 2.13815e+14 2.85921e+14 2.07193e+14 4.54333e+14 4.24855e+14 1.99183e+14 1.71254e+14 1.93314e+14 1.5311e+14 1.48379e+14 1.65335e+14 1.41552e+14 1.40305e+14 1.39106e+14 4.31367e+14 2.17877e+14 2.79616e+14 2.0272e+14
threshold=102.01000000000001 128.92000000000004 4.5000000000000009 1.5000000000000002 4.5000000000000009 30.207352000000004 142.05000000000004 20.507360500000004 18.500000000000004 39.047276750000002 5.5000000000000009 2.5000000000000004 82.902675200000019 82.933113850000026 39.726951800000002 65.58467570000002 5.5000000000000009 24.500000000000004 60.003414000000006 3.5000000000000004 30.160599000000001 6.5000000000000009 82.902675200000019 137.05000000000004 4.5000000000000009 39.007683500000006 2.5000000000000004 60.58031445000001 60.628582700000003 56.876792350000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -3 10 -10 11 -9 -12 -14 18 -16 24 21 19 -13 -21 23 -23 -18 -17 -8 -27 -28 29 -29
right_child=1 6 3 4 5 -7 25 8 9 -11 12 14 13 -15 15 16 17 -19 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=41.569169356594337 -2687.8104465577121 -139411.88427159927 37811.660748247727 15521.898939541905 -144267.82396205358 -29289.658342960858 10721.960615164633 28161.563139932277 51444.388115857713 -45630.415989790585 18567.19330513899 -87109.148517007066 161938.52089311773 28674.693334224554 43395.275960528255 150030.19465448288 -9058.8790482225359 -266769.90205592103 67724.362224727345 165404.04877485798 -25308.404738586367 -85756.621786499032 46566.668313802089 -76199.576055455967 -70057.479821428584 42972.9623172059 -25926.926091816393 81811.820181141724 -6752.1554191628084 -136687.62907608697
leaf_weight=4209727 69737 170 282 440 70 2419 6056 2632 235 911 4466 643 257 431 1767 168 487 38 149 44 973 128 360 884 35 1529 6618 552 5910 46
leaf_count=4209727 69737 170 282 440 70 2419 6056 2632 235 911 4466 643 257 431 1767 168 487 38 149 44 973 128 360 884 35 1529 6618 552 5910 46
internal_value=0 -1613.79 -3439.41 -19762.7 -25305.8 -32523.3 2138.77 7976.87 9692.1 -25724.2 12707 4112.18 26561.5 78454.9 -7039.68 6028.01 -25413.9 -40127.7 -34973.8 -44191.9 -17057.3 -35494.9 11858.9 -52350.2 112084 -2026.91 -7295.22 -13150.8 -158.688 65004.2
internal_weight=0 108437 72948 3211 2929 2489 35489 14778 14608 1146 13462 8308 5154 688 5676 3867 2100 1897 1809 1660 1017 1859 488 1371 203 20711 14655 13126 6508 598
internal_count=4318164 108437 72948 3211 2929 2489 35489 14778 14608 1146 13462 8308 5154 688 5676 3867 2100 1897 1809 1660 1017 1859 488 1371 203 20711 14655 13126 6508 598
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=3 3 1 1 1 1 5 1 1 0 5 2 2 4 1 0 0 0 6 2 1 0 6 1 0 0 5 6 0 1
split_gain=2.83572e+13 1.43032e+14 5.87453e+14 3.61948e+14 3.70669e+14 3.16989e+14 3.67705e+14 4.48187e+14 2.68748e+14 2.45659e+14 3.27655e+14 2.29747e+14 2.1904e+14 2.5863e+14 2.14415e+14 2.41264e+14 4.75309e+14 4.49233e+14 2.94921e+14 2.82411e+14 2.86157e+14 2.21033e+14 4.13006e+14 4.44463e+14 5.29262e+14 4.01037e+14 1.9807e+14 3.26795e+14 2.60791e+14 1.93486e+14
threshold=10.500000000000002 9.5000000000000018 60.695889550000011 60.528664650000003 57.550671000000001 54.845880150000006 97.050000000000011 39.899261850000009 37.342273500000012 54.762542150000009 82.00500000000001 9.5000000000000018 4.5000000000000009 1.5000000000000002 37.098288800000006 59.916647550000008 59.896318000000008 60.003414000000006 1.5000000000000002 2.5000000000000004 30.226173900000003 56.863241500000008 1.5000000000000002 30.102666750000001 59.609407350000005 59.820733200000006 62.995000000000012 1.5000000000000002 55.030402950000003 30.502469200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 6 14 8 -8 10 -7 -4 -1 -14 15 16 21 19 -18 -17 -21 -3 23 24 -23 -26 -13 -28 -29 -22
right_child=-2 2 11 -5 -6 9 7 -9 -10 -11 -12 26 13 -15 -16 17 18 -19 -20 20 29 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=441.84529865093145 -329.14791124490807 -8732.8083362750895 378.5183831505862 27710.62770156176 -21431.038949058664 38088.786580072105 -20123.85069737368 -34796.341800478047 30821.245019694605 10996.245099966982 149084.53768122118 -2419.7243620595596 990.85619130115401 -3427.5639253332665 7742.991832356257 -17121.821793105813 -85073.767153021035 -15616.639333943782 -5598.2048165798187 -60324.650134928968 48391.465881458906 -10289.474677779828 -5118.5483883968272 33231.759875190553 513587.99551886797 173336.69535937501 -3462.1626242047673 -44045.801308866459 -5060.2180956381399 -35670.134409313927
leaf_weight=1356914 1629650 15365 483758 7354 5123 2473 1785 4971 2466 3858 298 42407 204065 377645 144006 1140 1191 3771 768 281 4636 94 3839 1763 53 100 10483 5005 2611 291
leaf_count=1356914 1629650 15365 483758 7354 5123 2473 1785 4971 2466 3858 298 42407 204065 377645 144006 1140 1191 3771 768 281 4636 94 3839 1763 53 100 10483 5005 2611 291
internal_value=0 199.514 1372.27 5925.86 5117.85 5822.02 5058.3 -14409.9 9429.34 27310.9 50025.5 -348.098 -254.127 -1877.57 6070.92 -1161.7 -6787.11 11720.8 -53916.4 27960.4 37828.6 -2434.97 14109.1 50832.9 176464 291202 -6157.55 -14915.5 -30680.3 43426.6
internal_weight=0 2.68851e+06 749890 205626 198272 193149 186520 9222 4251 6629 2771 544264 1.93862e+06 581710 177298 33292 23173 10119 1959 6348 5208 21214 5849 2010 247 153 60506 18099 7616 4927
internal_count=4318164 2688514 749890 205626 198272 193149 186520 9222 4251 6629 2771 544264 1938624 581710 177298 33292 23173 10119 1959 6348 5208 21214 5849 2010 247 153 60506 18099 7616 4927
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 6 0 0 3 0 4 1 6 2 3 1 3 0 5 5 0 0 1 1 1 0 5 5 1 1
split_gain=3.08717e+13 8.31798e+14 6.23844e+14 6.4154e+14 7.94305e+14 2.20071e+15 1.1274e+15 9.72656e+14 6.62428e+14 5.60098e+14 3.86991e+14 2.74615e+14 2.59567e+14 3.18838e+14 2.59002e+14 2.58722e+14 5.80702e+14 3.42904e+14 2.91738e+14 2.49875e+14 2.48293e+14 1.07998e+15 2.47397e+14 4.10854e+14 4.94149e+14 4.6288e+14 2.96828e+14 2.87963e+14 2.47275e+14 4.97992e+14
threshold=38.633372000000001 38.096381250000007 54.194619400000008 55.701368300000006 18.500000000000004 1.5000000000000002 55.388132500000005 55.212972300000011 19.500000000000004 54.484631300000011 2.5000000000000004 38.891822450000006 1.5000000000000002 8.5000000000000018 8.5000000000000018 37.457850350000008 9.5000000000000018 55.388132500000005 109.05000000000001 125.85000000000001 55.050600750000008 55.120365700000008 37.914142000000005 37.737121850000008 37.712318250000003 55.664473600000008 70.50500000000001 71.715000000000018 37.615058950000012 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 7 9 14 19 -7 -8 20 13 15 -4 -1 17 -17 28 -5 -2 -22 23 24 27 -25 -27 -19 29 -18
right_child=11 2 3 8 -6 6 10 -9 -10 -11 -12 -13 -14 -15 -16 16 18 22 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-2213.7981245258215 -25741.110723918373 -8333.4867338972072 -68867.125888852723 6970.4716130811175 -19513.764936840362 237973.75763989828 36358.736670976497 14004.473526712289 150299.82690355994 -19846.987143703431 81978.242132771033 -74.172318477794633 907.08857725958319 681.88785608295007 246356.74854955182 203.11469452219913 -6029.414986995529 -20082.474089173924 87907.356870814736 -125041.74698893231 36039.394853245896 -14860.407231063327 -71062.828196414965 -90031.502527820689 -91964.763503017879 7149.2546619524283 105203.4522846832 -81072.244841240405 -1069.4973175964492 -42004.707759595687
leaf_weight=147035 7139 12998 27 33401 2727 86 9147 266 323 4168 2334 2995798 784477 209932 753 3771 17160 5733 336 144 5209 20869 1590 430 1495 1890 369 895 42702 4960
leaf_count=147035 7139 12998 27 33401 2727 86 9147 266 323 4168 2334 2995798 784477 209932 753 3771 17160 5733 336 144 5209 20869 1590 430 1495 1890 369 895 42702 4960
internal_value=0 409.855 11312.5 16096.6 30542 38676.3 29339.3 179132 7776.12 -14634.8 45632.8 -174.434 -181.956 -2131.16 235445 -4717.13 -9242.8 -26203.2 -5033.01 6403.78 -9216.92 -4693.33 -34232.5 -28816.2 -40032 5064.57 23166.1 -28318.1 -5514.76 -14096.2
internal_weight=0 1.28915e+06 66374 53376 19508 16781 15735 1046 33868 4254 11481 3.02902e+06 1.22278e+06 438298 780 228366 81331 16173 65158 33545 33217 26078 12402 10812 8123 2689 2259 6628 64822 22120
internal_count=4318164 1289149 66374 53376 19508 16781 15735 1046 33868 4254 11481 3029015 1222775 438298 780 228366 81331 16173 65158 33545 33217 26078 12402 10812 8123 2689 2259 6628 64822 22120
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=1 1 5 1 6 3 3 0 1 3 0 5 1 0 5 2 1 0 1 0 1 1 0 0 6 2 5 0 3 6
split_gain=2.89389e+13 5.81066e+14 3.88269e+14 2.80014e+14 2.56602e+14 2.4482e+14 2.4306e+14 2.3697e+14 2.3651e+14 2.21458e+14 3.08746e+14 2.05691e+14 2.0335e+14 4.497e+14 2.89175e+14 3.32093e+14 2.67566e+14 5.83081e+14 5.6658e+14 6.90269e+14 5.3169e+14 3.85143e+14 1.46393e+15 3.69152e+14 6.946e+14 3.56358e+14 3.19763e+14 3.92436e+14 7.39856e+14 4.73146e+14
threshold=65.480823400000006 61.42204370000001 68.00500000000001 65.58467570000002 1.5000000000000002 22.500000000000004 13.500000000000002 57.157092150000004 65.551978750000004 4.5000000000000009 57.117834900000013 102.01000000000001 82.784560750000011 60.693675950000006 96.015000000000015 15.500000000000002 82.91993380000001 55.012873400000011 82.911991800000024 55.034903650000011 82.926290250000008 82.940215400000014 55.055104550000003 55.034903650000011 1.5000000000000002 5.5000000000000009 75.750000000000014 55.078308950000007 4.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 9 7 -2 -7 10 -6 -9 13 14 -5 -16 17 -14 26 25 -18 22 23 24 -22 -20 -19 -28 -29 -30
right_child=3 2 -4 12 5 8 -8 11 -10 -11 -12 -13 16 -15 15 -17 20 18 19 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=10.897664892511706 28498.841597830964 -7860.8582593178307 -36273.845367423761 -6499.9515868327271 129385.72946304314 124300.24482479096 11791.694341372751 83174.608128901731 16065.74473142746 1389.6953127747765 13163.345960451128 342900.73710937501 -1301.0927373246832 25334.046525745947 -58467.198704041242 181318.04015625 -18842.938677447084 4303.9981980205584 79039.856960698147 24268.111488420804 108097.3091966098 -304.59911922191714 -12276.519571067009 18449.558603337395 31976.757575620497 215579.37860097166 17393.298222827445 -103801.89427428858 68567.736533041709 223925.32264816813
leaf_weight=3082803 2399 42760 5419 58804 320 320 12116 647 547 48246 800 32 75112 4439 1546 60 15087 41849 971 7210 1530 876038 14533 9764 5537 238 7963 179 605 290
leaf_count=3082803 2399 42760 5419 58804 320 320 12116 647 547 48246 800 32 75112 4439 1546 60 15087 41849 971 7210 1530 876038 14533 9764 5537 238 7963 179 605 290
internal_value=0 -159.408 -11056.6 420.41 6779.6 3335.37 18166.6 43260.4 56013.9 2410.19 46369.7 95415 49.5062 -5386 -7643.34 -49508.8 383.015 4551.23 11963.4 35993.4 -224.342 85.222 10973.4 31049 48456.8 105919 7987.7 25046.4 81788.9 118907
internal_weight=0 3.13098e+06 48179 1.18718e+06 65427 50233 15194 3078 867 49366 1120 679 1.12176e+06 64849 60410 1606 1.05691e+06 134417 59305 8419 922489 907402 31364 16831 7067 1209 50886 9037 1074 895
internal_count=4318164 3130982 48179 1187182 65427 50233 15194 3078 867 49366 1120 679 1121755 64849 60410 1606 1056906 134417 59305 8419 922489 907402 31364 16831 7067 1209 50886 9037 1074 895
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 6 0 5 5 3 3 1 5 1 1 0 0 0 0 6 3 6 0 5 3 3 5 5 3 0
split_gain=2.91471e+13 1.32475e+14 1.87247e+14 1.68185e+14 1.53636e+14 1.54589e+14 1.91052e+14 1.62378e+14 1.51709e+14 1.46159e+14 1.95598e+14 1.17581e+14 1.92965e+14 1.86639e+14 3.51351e+14 3.34829e+14 6.11266e+14 3.40162e+14 8.25741e+14 4.06337e+14 3.38589e+14 2.87093e+14 2.84771e+14 2.74411e+14 2.70568e+14 2.63409e+14 4.00847e+14 3.0853e+14 2.84125e+14 2.56894e+14
threshold=83.015546400000019 83.011163250000024 83.00362155000002 55.020029900000004 55.02863030000001 1.5000000000000002 55.030402950000003 41.305000000000007 128.92000000000004 12.500000000000002 6.5000000000000009 82.991167100000027 109.05000000000001 82.964402850000013 82.970752000000019 54.934662400000008 54.920670650000005 54.959412650000012 54.99493995000001 1.5000000000000002 14.500000000000002 1.5000000000000002 54.947152850000002 42.405000000000008 4.5000000000000009 6.5000000000000009 112.04500000000002 161.85000000000002 25.500000000000004 55.061033200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 8 -6 7 -7 9 10 -3 13 -13 -1 22 16 -16 19 -19 -17 23 -20 -15 -18 -25 26 -24 28 -27 -23
right_child=-2 4 3 -5 5 6 -8 -9 -10 -11 -12 12 -14 14 15 17 20 18 21 -21 -22 29 25 24 -26 27 -28 -29 -30 -31
leaf_value=-91.492499039943638 954.05309906525167 -12692.459716903852 3745.7522914863143 20802.508181320092 -3369.8736021157656 -7738.8496619289135 14938.661574160076 -37227.530481060174 -261521.78718750004 -15563.705021273183 38684.73975377762 -2846.9714751793399 -195519.58924278847 3127.0891603700125 -15703.639375917868 -3317.4338390891608 15186.645771921801 76187.410401970265 19698.46394959688 -26090.92597803587 -5460.7764175144575 1990.9936628054122 -5741.0619545712207 102408.73205383655 40906.321296456612 24551.970544182437 125617.87439056016 -298847.38020833337 -29027.294134980133 -22569.469099645306
leaf_weight=3598076 298114 1027 27955 7288 77164 3441 1538 4083 20 1219 2661 137577 52 36205 3392 39538 1373 1561 7009 9771 1354 20463 6439 1338 1537 21282 241 30 1038 5378
leaf_count=3598076 298114 1027 27955 7288 77164 3441 1538 4083 20 1219 2661 137577 52 36205 3392 39538 1373 1561 7009 9771 1354 20463 6439 1338 1537 21282 241 30 1038 5378
internal_value=0 -70.7495 16.6886 7272.97 -3839.53 -4820.9 -17176.5 -23741.3 13335.2 14455.4 24377.7 -48.9909 -2919.77 56.2007 3420.65 -535.566 17799.3 -2505.27 5125.05 -7830.2 38085.2 1748.24 9043.35 51965 69529 16421.9 -1001.91 21629.5 22060.2 -3120.5
internal_weight=0 4.02005e+06 3.9289e+06 35243 91153 86226 9062 7524 4927 4907 3688 3.89365e+06 137629 3.75602e+06 157949 92714 8994 83720 34411 49309 5602 32850 65235 4248 2875 29030 6680 22350 22320 25841
internal_count=4318164 4020050 3928897 35243 91153 86226 9062 7524 4927 4907 3688 3893654 137629 3756025 157949 92714 8994 83720 34411 49309 5602 32850 65235 4248 2875 29030 6680 22350 22320 25841
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 3 3 0 1 1 0 5 3 0 5 3 5 3 0 0 6 1 1 1 0 0 6 1 2 0
split_gain=3.21143e+13 1.40928e+14 8.70937e+14 1.8581e+15 1.34125e+15 5.21195e+14 4.00583e+14 2.37196e+14 3.09129e+14 3.00807e+14 2.5591e+14 2.53479e+14 2.34459e+14 2.26097e+14 3.52467e+14 2.90862e+14 2.50648e+14 2.27799e+14 3.00581e+14 6.84167e+14 5.96867e+14 4.75755e+14 2.94056e+14 2.64781e+14 3.82131e+14 6.25041e+14 2.40543e+14 3.98506e+14 2.34848e+14 3.7624e+14
threshold=10.500000000000002 38.633372000000001 38.233559750000005 56.281985950000006 55.299834250000011 23.500000000000004 14.500000000000002 55.030402950000003 60.479177250000006 50.888703650000004 57.945214300000011 86.02500000000002 13.500000000000002 44.580511600000001 68.52500000000002 11.500000000000002 79.730000000000018 11.500000000000002 59.932719750000011 59.916647550000008 1.5000000000000002 30.332994000000003 30.388336800000001 37.342273500000012 59.863160500000006 59.882016200000002 1.5000000000000002 30.243224600000001 3.5000000000000004 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 -4 -5 7 -3 9 12 -11 -10 -9 14 -2 16 -16 18 19 23 22 26 -21 24 -15 -26 27 -20 -27 -30
right_child=1 6 3 5 -6 -7 -8 8 11 10 -12 -13 -14 17 15 -17 -18 -19 21 20 -22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=212.31993491787631 -10997.357241109614 -1845.4271521669355 190688.7258494508 277961.77391802467 7152.6372527860149 59700.924295343139 -220.99026932725684 -4485.0158586878561 -7529.8633439278028 -47674.67841505754 1056.9285444021916 13694.967382009538 -24553.958484795148 -21628.051293887333 235579.58993803879 131035.86386224758 -92013.98281534831 24.968273295848565 -117667.73493170283 -127260.0702697754 -22816.164277951004 -77288.747021337666 207561.88230045183 30560.67401955487 206761.25427794165 -55350.309322502711 40157.234120810797 3072.1723203485662 101907.5604984598 -31522.393757413694
leaf_weight=2688514 626 76686 431 384 5227 153 732701 14626 41880 4918 1380 6500 9670 3158 29 497 120 718756 314 28 197 832 415 5267 196 346 1346 2112 473 382
leaf_count=2688514 626 76686 431 384 5227 153 732701 14626 41880 4918 1380 6500 9670 3158 29 497 120 718756 314 28 197 832 415 5267 196 346 1346 2112 473 382
internal_value=0 -350.275 667.738 38005.7 21133.6 215776 -1199.75 -5806.84 -9653.47 -17521.1 -36996.7 -4678.24 -12472.6 353.072 42476.9 94295.6 -28254.2 280.055 12449.5 21819.6 122000 -8842.71 186399 15291.8 -2363.7 41184.5 6254.61 -12555.3 14162.8 42293.2
internal_weight=0 1.62965e+06 741289 6195 5658 537 888361 155660 78974 30594 6298 48380 24296 735094 1272 646 149 733822 15066 10462 640 4604 443 9822 4555 1397 3772 2426 1201 855
internal_count=4318164 1629650 741289 6195 5658 537 888361 155660 78974 30594 6298 48380 24296 735094 1272 646 149 733822 15066 10462 640 4604 443 9822 4555 1397 3772 2426 1201 855
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=5 5 3 4 1 1 1 5 3 2 1 0 0 1 3 0 0 3 1 1 1 2 4 5 1 1 2 4 0 0
split_gain=2.79333e+13 6.5764e+13 2.06302e+14 1.46145e+14 1.26123e+14 2.36329e+14 1.17205e+14 1.09038e+14 1.03825e+14 2.39789e+14 2.18898e+14 1.99526e+14 3.57149e+14 4.31939e+14 2.55674e+14 1.69151e+14 4.68287e+14 2.63953e+14 2.38232e+14 2.09369e+14 2.75466e+14 1.94598e+14 1.89092e+14 2.42432e+14 2.70864e+14 1.40474e+14 1.96309e+14 1.34188e+14 1.82693e+14 1.78433e+14
threshold=102.01000000000001 104.75000000000001 12.500000000000002 3.5000000000000004 37.098288800000006 37.792847950000002 82.933113850000026 103.45000000000002 11.500000000000002 9.5000000000000018 30.410108300000001 59.990816400000007 59.904813200000007 30.207352000000004 17.500000000000004 56.852744000000008 56.838612000000005 21.500000000000004 30.160599000000001 60.611165000000007 60.601268000000012 6.5000000000000009 3.5000000000000004 110.05000000000001 82.926290250000008 37.767735350000002 3.5000000000000004 1.0000000180025095e-35 59.755965500000009 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -4 -8 9 27 -11 12 15 14 -14 16 21 -17 -19 20 -18 22 23 -10 -25 -24 -27 28 -3 -30
right_child=1 8 6 4 5 -7 7 -9 11 10 -12 -13 13 -15 -16 17 19 18 -20 -21 -22 -23 25 24 -26 26 -28 -29 29 -31
leaf_value=40.8200037092165 14597.240271968853 69826.0836631657 -17315.852432637006 -78701.469628265884 135819.04007959907 -19537.96924848705 -26480.079049740743 -103490.68901830085 9374.2276299109835 91159.201246744793 -48617.508021804693 -26654.489004568037 100293.59199475741 63927.234419476154 -204419.6851171875 -30855.920007927496 122135.37516508991 147229.49284939235 8196.3251455135232 3535.0289521188447 436937.35665322584 8935.709569557117 53083.907595166238 -20476.367162147122 -88665.629764858517 -23093.559619435364 30430.297590401344 -2821.4316235816932 -327749.8768880209 32954.460064697269
leaf_weight=4209727 3978 453 4352 305 106 1284 420 327 2236 120 1689 2136 38 1589 100 3106 269 144 855 132 31 22111 653 3800 688 1491 1268 54700 24 32
leaf_count=4209727 3978 453 4352 305 106 1284 420 327 2236 120 1689 2136 38 1589 100 3106 269 144 855 132 31 22111 653 3800 688 1491 1268 54700 24 32
internal_value=0 -1584.71 -8999.98 4120.21 -20468.4 -7690.6 -23597.1 -60191.6 -766.839 -3519.74 -39345.4 3094.82 4744.85 49189.1 -120513 2658.21 5061.63 -16474.9 28237.1 108486 154665 3676.09 -7797.4 -17527 -30929.6 11376.6 1505.3 -2345.86 48761.8 -121633
internal_weight=0 108437 10772 5673 1695 1390 5099 747 97665 57018 1809 40647 38511 1727 138 36784 32679 4105 999 432 300 32247 10136 6724 4488 3412 2759 55209 509 56
internal_count=4318164 108437 10772 5673 1695 1390 5099 747 97665 57018 1809 40647 38511 1727 138 36784 32679 4105 999 432 300 32247 10136 6724 4488 3412 2759 55209 509 56
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 6 1 5 1 1 5 1 1 5 1 6 0 0 0 5 0 5 0 0 0 0 1 1 0 0
split_gain=2.8258e+13 1.43216e+14 2.67151e+14 5.88355e+14 2.16898e+14 1.83406e+14 1.65678e+14 3.55757e+14 3.1801e+14 2.25165e+14 1.84475e+14 1.79836e+14 4.44611e+14 2.3387e+14 2.0921e+14 3.21857e+14 1.67985e+14 1.58296e+14 1.85632e+14 1.54699e+14 2.39882e+14 1.55787e+14 1.56437e+14 4.4029e+14 3.9663e+14 1.49917e+14 1.43564e+14 3.3057e+14 2.26226e+14 2.23439e+14
threshold=15.500000000000002 14.500000000000002 55.619594000000006 55.645049100000001 37.39371280000001 1.5000000000000002 39.614024000000008 102.01000000000001 82.911991800000024 37.777459000000007 50.805000000000007 37.533784800000006 37.487839250000007 97.050000000000011 37.457850350000008 1.5000000000000002 55.56564190000001 54.194619400000008 53.204054050000003 85.020000000000024 55.793358600000012 71.715000000000018 55.751981950000008 55.701368300000006 55.755036050000008 55.777112100000004 37.869926150000005 37.39371280000001 55.834684950000003 55.975961550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 19 9 -8 -9 11 -11 12 14 -13 17 -16 -17 18 -3 21 25 -5 23 -23 -24 -21 27 28 -7 -29
right_child=-2 2 3 5 -6 26 7 8 -10 10 -12 13 -14 -15 15 16 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=67.098558843966998 -402.08255832644568 6090.0203281187733 32144.814187042626 -4996.756365394408 -70582.783223627761 -59164.051891782103 8772.0263525683495 -9958.0824230487542 -126769.71451954177 12260.353714542593 51187.558653884196 -13352.596873131972 91193.770015194139 148395.15361752719 -48489.735582578927 100388.64947619083 -54371.44039987665 32956.184581863257 -109500.54445211025 -67616.139120636493 -7626.968937957181 10539.903532318378 -279212.60767850652 351501.54631696432 31424.289414139781 -209591.9708609533 -509.86953701760672 67134.176053349962 13179.309024135271 -20014.113195905116
leaf_weight=3014719 1244241 941 237 14475 1548 476 11232 624 372 1971 3184 3153 774 92 1118 268 95 3190 163 299 785 117 43 56 932 99 6087 1818 4704 351
leaf_count=3014719 1244241 941 237 14475 1548 476 11232 624 372 1971 3184 3153 774 92 1118 268 95 3190 163 299 785 117 43 56 932 99 6087 1818 4704 351
internal_value=0 162.752 5033.52 -1154.42 -56943.3 2138.46 12325.7 3692.77 -53586.5 19387.4 36303.8 10483.5 20021.9 -8766.84 10483.1 -21926.2 59886.7 21661 -10976.3 -4824.68 -39690.6 -2184.57 33274 120909 17724.4 -102932 10848.1 20255.6 6531.54 53031.3
internal_weight=0 3.07392e+06 59204 32027 1785 30242 27177 12228 996 14949 5155 9794 6549 3245 5775 1481 363 4294 1104 16806 1183 15623 1148 173 975 398 13436 7349 5180 2169
internal_count=4318164 3073923 59204 32027 1785 30242 27177 12228 996 14949 5155 9794 6549 3245 5775 1481 363 4294 1104 16806 1183 15623 1148 173 975 398 13436 7349 5180 2169
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=5 4 1 1 3 5 1 1 5 0 0 5 1 5 3 5 6 1 0 3 5 1 3 5 1 1 0 5 5 0
split_gain=2.78315e+13 6.71048e+13 9.86406e+13 1.52783e+14 1.20863e+14 1.45199e+14 9.29394e+13 2.02614e+14 1.84226e+14 1.32027e+14 1.00133e+14 9.05445e+13 8.75537e+13 8.09377e+13 7.99365e+13 1.30852e+14 1.00648e+14 7.88539e+13 7.36003e+13 1.43076e+14 9.44064e+13 1.17416e+14 6.8612e+13 1.27983e+14 1.52006e+14 1.21617e+14 7.45693e+13 8.90778e+13 6.73125e+13 8.24297e+13
threshold=30.025000000000002 1.0000000180025095e-35 82.970752000000019 82.966612450000014 9.5000000000000018 78.710000000000022 82.945329900000004 82.837870700000011 79.730000000000018 55.141517900000004 55.050600750000008 150.04500000000004 82.91993380000001 161.85000000000002 17.500000000000004 41.365000000000002 1.5000000000000002 83.00362155000002 54.959412650000012 17.500000000000004 41.810000000000009 82.957885500000017 16.500000000000004 62.015000000000008 37.726745000000001 36.761894450000007 43.592450450000008 54.990000000000002 110.05000000000001 55.043101600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 11 -6 7 22 10 18 -9 -4 13 -10 15 -5 -17 -7 19 20 -8 -22 -2 26 25 -25 27 -24 29 -14
right_child=1 -3 4 14 5 17 9 8 12 -11 -12 -13 28 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-915.78245531577761 6504.7382983623238 -6.0600994394896679 20853.429507573386 16515.575195161258 -188.6237654045016 -43788.912616115165 -4127.182907739867 23479.950975087682 78449.127849736105 -71369.257745949071 -644.18498090218736 216175.17148437502 97994.893293291825 247339.12895833334 1174.3141181832743 82516.048044135474 25069.887236773466 -4595.1285730156596 16177.524524335648 -32479.748404974744 -45306.44121322377 20326.570392570051 34481.033500022451 66538.227125726742 -4624.7658976022822 -112852.07931659406 -1988.1892914647274 236348.66237499999 -68518.471519886371 -20217.25652223983
leaf_weight=308174 15315 3874701 2137 4318 67812 1193 13708 4916 524 270 2647 24 133 30 1957 606 614 901 2230 1517 299 3084 174 43 475 312 9853 25 66 106
leaf_count=308174 15315 3874701 2137 4318 67812 1193 13708 4916 524 270 2647 24 133 30 1957 606 614 901 2230 1517 299 3084 174 43 475 312 9853 25 66 106
internal_value=0 70.3793 2259.62 5142.53 -269.463 -989.491 3339.69 6528.53 20021.1 -1890.3 15036.7 23022.7 63906.4 87594.8 18547 24686.1 53604.6 -26924.7 -990.057 -3047.44 -435.019 14525.7 2190.84 -3880.42 -41621 -91123.1 -764.148 59841.3 20878.9 45566.1
internal_weight=0 4.00999e+06 135289 63222 72067 69906 55727 34619 8422 21108 7563 2161 859 554 7495 5538 1220 2094 20838 18608 17091 3383 26197 10882 830 355 10052 199 305 239
internal_count=4318164 4009990 135289 63222 72067 69906 55727 34619 8422 21108 7563 2161 859 554 7495 5538 1220 2094 20838 18608 17091 3383 26197 10882 830 355 10052 199 305 239
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 3 3 0 5 1 0 0 1 3 5 1 0 3 4 1 3 5 0 5 1 1 5 5 5
split_gain=2.7669e+13 3.50457e+14 4.84391e+14 5.43532e+14 9.93054e+14 8.29705e+14 6.87773e+14 3.93331e+14 3.38619e+14 4.21171e+14 3.09341e+14 2.52082e+14 4.6867e+14 6.02032e+14 4.25985e+14 4.11468e+14 3.74799e+14 4.93178e+14 2.86646e+14 2.71219e+14 2.46559e+14 3.29034e+14 2.85513e+14 2.25958e+14 2.96866e+14 2.47783e+14 4.22446e+14 2.0945e+14 2.97016e+14 2.09266e+14
threshold=56.782419000000012 56.852744000000008 60.648383500000008 60.58031445000001 60.601268000000012 56.819808050000006 6.5000000000000009 7.5000000000000009 56.831297550000009 101.05000000000001 60.08989780000001 56.838612000000005 56.831297550000009 60.611165000000007 9.5000000000000018 77.715000000000018 60.628582700000003 56.819808050000006 5.5000000000000009 2.5000000000000004 60.08989780000001 4.5000000000000009 92.035000000000011 56.367862600000002 67.990000000000023 38.096381250000007 37.275078000000001 52.020000000000003 114.05000000000001 42.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 7 5 -5 -7 20 9 -9 -10 12 16 19 -13 -15 17 -6 -19 -14 -2 22 -22 -1 25 26 -25 -8 -29 -27
right_child=1 -3 -4 4 11 6 27 8 10 -11 -12 14 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=-3.1987805717772186 300.45914680199729 -200.50831924056087 -9809.8321076712054 18634.027098801904 20359.838144919791 15760.286967947686 59657.138361143057 -8275.3907419890875 -524.35879363937897 -98370.814302502666 35568.994016594668 13110.248394812188 -18073.302903179676 25620.237110174272 90281.656457069927 201626.57248757104 754.52811054085623 20308.95226099918 126587.91261652077 -70585.608630032541 58107.761658484436 17672.213376942633 247592.87418154764 6788.0633278456344 -20196.740973780859 4830.6497491926666 -55045.170734660271 150775.87172521421 65375.656308559002 -6539.0095470756642
leaf_weight=3334748 5853 802951 16049 3889 6855 1032 591 22702 7425 531 3491 2571 4060 966 991 154 9000 380 764 1298 1491 7071 84 2099 11542 29897 2333 1479 562 35305
leaf_count=3334748 5853 802951 16049 3889 6855 1032 591 22702 7425 531 3491 2571 4060 966 991 154 9000 380 764 1298 1491 7071 84 2099 11542 29897 2333 1479 562 35305
internal_value=0 492.539 6097.21 9164.16 18746.9 50804.8 84951 2350.16 -3508.88 -10334.6 11018.5 9791.99 6031.01 -16856.8 34580.5 49821.1 14753.1 30503.5 91285.5 -30794.6 16149.8 26879.1 68213.6 -130.093 -5342.97 -2880.92 -25760.9 112081 127260 -1325.69
internal_weight=0 902240 99289 83240 34592 7553 3664 48648 34149 23233 10916 27039 23477 6478 3562 1120 16999 7999 1144 5358 14499 8646 1575 3.41592e+06 81176 69634 4432 2632 2041 65202
internal_count=4318164 902240 99289 83240 34592 7553 3664 48648 34149 23233 10916 27039 23477 6478 3562 1120 16999 7999 1144 5358 14499 8646 1575 3415924 81176 69634 4432 2632 2041 65202
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=2 1 0 3 5 1 0 1 1 0 3 1 0 0 1 3 5 2 5 2 0 3 0 5 5 2 5 5 5 1
split_gain=2.72832e+13 5.24244e+13 1.08982e+14 5.19061e+13 7.55789e+13 4.46719e+13 4.19178e+13 4.96397e+13 7.75855e+13 1.61432e+14 7.98972e+13 1.17157e+14 5.70966e+13 6.43928e+13 5.15094e+13 4.80061e+13 4.54417e+13 4.92153e+13 4.34519e+13 3.51778e+13 3.50381e+13 8.19352e+13 6.10281e+13 6.03461e+13 6.43698e+13 5.64375e+13 5.04009e+13 5.2963e+13 3.49093e+13 3.44829e+13
threshold=25.500000000000004 82.958618050000013 55.039751500000008 38.500000000000007 80.00500000000001 37.767735350000002 59.904813200000007 37.475443250000005 37.487839250000007 55.826364100000013 30.500000000000004 37.832345550000007 55.535913550000011 54.736324100000012 37.559851850000008 28.500000000000004 102.01000000000001 33.500000000000007 44.605000000000011 12.500000000000002 55.834684950000003 35.500000000000007 55.842510000000011 132.05000000000004 120.05000000000001 35.500000000000007 45.985000000000007 44.605000000000011 83.010000000000005 49.964253350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 -1 5 -5 7 16 9 18 11 14 13 29 15 -10 17 28 -9 -7 26 22 -22 24 -23 -25 27 -14 -2 -12
right_child=1 2 -4 4 -6 19 -8 8 10 -11 12 -13 20 -15 -16 -17 -18 -19 -20 -21 21 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.0817206996650199 17949.42495223165 -28417.952389171511 198060.85907738097 -27733.159104897513 66268.749561737801 -42442.324433593749 -24069.378814804455 -24975.313122558597 66016.42225731384 157642.5978841146 -77106.858347800924 5344.9574931299967 4040.6211594942151 172147.89372944081 77949.119376278832 -78489.992721625429 -124479.62273065477 123330.17427724203 -171504.6890410959 -196896.84617456899 100330.503125 56867.609784291584 -4740.8143652423751 -96228.018120659734 219725.67554976852 105664.01859375002 -18561.282459968494 145801.3515878183 103674.81202965562 53590.477431640626
leaf_weight=4307638 1555 43 42 696 82 30 484 28 47 24 27 1118 1103 38 420 45 21 48 73 29 57 240 1831 45 27 20 2197 27 49 80
leaf_count=4307638 1555 43 42 696 82 30 484 28 47 24 27 1118 1103 38 420 45 21 48 73 29 57 240 1831 45 27 20 2197 27 49 80
internal_value=0 5300.55 83489.2 -11.92 -24912.2 -34815.3 4608.54 6130.48 2633.65 -75485.8 3967.3 23487.7 -1622.71 60324 63104.2 -4666.06 21695.9 23554 -130883 -118361 -3242.01 6487.5 -1568.64 52300.7 73336.4 -34107.4 -9734.2 7427.82 20568.2 20610.8
internal_weight=0 9689 85 4.30848e+06 837 755 9604 9120 7447 125 7322 1630 5692 145 512 92 1673 1652 101 59 5547 2220 1888 332 267 65 3327 1130 1604 107
internal_count=4318164 9689 85 4308475 837 755 9604 9120 7447 125 7322 1630 5692 145 512 92 1673 1652 101 59 5547 2220 1888 332 267 65 3327 1130 1604 107
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=0 0 1 2 6 3 1 1 0 3 0 0 6 5 1 1 5 4 5 0 1 5 3 1 6 1 3 3 5 1
split_gain=2.62754e+13 1.92513e+14 3.83541e+14 1.73689e+14 1.64725e+14 1.58474e+14 2.74646e+14 2.30623e+14 2.39335e+14 1.95618e+14 1.56034e+14 4.36822e+14 3.13706e+14 4.50805e+14 3.3632e+14 3.08955e+14 2.99624e+14 4.23211e+14 2.68378e+14 2.41834e+14 2.34488e+14 2.74438e+14 4.83846e+14 4.59834e+14 3.22465e+14 2.84803e+14 2.75423e+14 2.28247e+14 2.23706e+14 2.22297e+14
threshold=47.272352350000006 47.222459950000008 39.488326500000007 1.5000000000000002 1.5000000000000002 6.5000000000000009 39.666208800000007 39.767857750000005 47.236539400000005 14.500000000000002 53.145783300000012 53.242949050000007 1.5000000000000002 64.020000000000024 39.488326500000007 39.143775600000005 55.005000000000003 1.5000000000000002 142.05000000000004 52.719210700000012 44.660994650000006 45.985000000000007 22.500000000000004 50.158868250000005 1.5000000000000002 49.964253350000007 9.5000000000000018 4.5000000000000009 95.020000000000024 44.005491150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 8 -8 -9 12 18 14 -14 15 -2 -17 -18 20 29 -12 -22 23 25 -24 -23 27 -27 -25 -15
right_child=10 2 4 -5 5 6 7 9 -10 -11 11 -13 13 19 -16 16 17 -19 -20 -21 21 22 24 28 -26 26 -28 -29 -30 -31
leaf_value=4334.2273222558588 -10108.970869489802 -32757.253003075977 -4372.6868660565806 -565.22212806968503 2052.1160099872836 723.80063464610146 36614.049951462133 20800.297722471551 11781.375066536619 -11635.793602790221 -32905.767980867015 -46.808900226552879 -1631.8068598970435 -16084.363318984962 -4566.1140001733684 5839.0201122944109 126250.60396887263 26552.882770273511 119939.22630539617 -42424.510154397489 2317.7152808723208 11939.066875004701 -37963.316469375895 13619.630789065319 45499.549228007003 25442.374916567314 37292.511155858476 98021.510682447042 -56759.340473693097 -934.91051372765094
leaf_weight=82431 4519 2503 10424 592031 19189 11528 9381 3825 6620 3618 1195 3289433 164579 29101 18891 9020 446 9392 226 2602 15122 2078 2026 6388 600 566 3578 1848 486 14518
leaf_count=82431 4519 2503 10424 592031 19189 11528 9381 3825 6620 3618 1195 3289433 164579 29101 18891 9020 446 9392 226 2602 15122 2078 2026 6388 600 566 3578 1848 486 14518
internal_value=0 541.74 5650.51 33.5759 7139.01 9354.59 13361.4 19575.7 26340.2 5033.3 -112.321 69.9394 -2505.94 -4082.51 5356.76 13375.5 19003.1 31072.6 11327.7 -12808.7 10603.3 12193.7 20693.8 27650.1 -18893.4 43839.7 54902.7 81004.2 8643.75 -11042.1
internal_weight=0 741550 67088 674462 64585 54161 34972 23444 16001 7443 3.57661e+06 3.32355e+06 253068 210800 42268 23377 18858 9838 34113 46221 33887 32692 17570 14944 2626 8070 5992 2414 6874 43619
internal_count=4318164 741550 67088 674462 64585 54161 34972 23444 16001 7443 3576614 3323546 253068 210800 42268 23377 18858 9838 34113 46221 33887 32692 17570 14944 2626 8070 5992 2414 6874 43619
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=1 5 5 0 3 1 0 3 3 1 4 3 3 0 5 0 4 0 5 6 0 1 0 5 6 1 0 0 1 1
split_gain=2.73839e+13 6.23615e+13 8.75908e+13 5.518e+13 2.06686e+14 6.11087e+13 9.24624e+13 1.22639e+14 1.08391e+14 1.71048e+14 7.71431e+13 5.44812e+13 5.17742e+13 6.58862e+13 6.86216e+13 5.10317e+13 5.41162e+13 7.38988e+13 5.03176e+13 7.13943e+13 5.47295e+13 8.75992e+13 5.02694e+13 4.92011e+13 6.63017e+13 4.89139e+13 1.29769e+14 2.62872e+14 1.67218e+14 1.10375e+14
threshold=91.398302750000013 84.030000000000015 87.395000000000024 50.565831500000009 8.5000000000000018 92.928903050000017 55.946414150000003 21.500000000000004 19.500000000000004 92.896330950000007 1.5000000000000002 15.500000000000002 5.5000000000000009 56.028355650000009 137.05000000000004 56.054485600000007 3.5000000000000004 50.565831500000009 90.015000000000015 1.5000000000000002 56.028355650000009 92.815157350000007 63.563300600000012 85.020000000000024 1.5000000000000002 84.920232800000022 56.24640500000001 55.601678500000013 86.067573200000012 86.067573200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 22 15 4 -4 6 -5 8 11 -10 -7 12 13 14 -8 16 23 -18 19 -14 -20 -22 -2 -3 -25 -1 27 29 -28 -27
right_child=1 2 3 5 -6 10 7 -9 9 -11 -12 -13 18 -15 -16 -17 17 -19 20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-11.774976019438345 925.73852710694052 23212.254981375561 -57162.582163649349 -23558.253232542938 127049.23777370324 -130022.5901875 -4466.0208500231729 -28754.697501736111 -17774.591821289065 297949.7233108108 -4868.8291203538038 -2127.9287729084595 -82828.351455965909 -72371.184453124995 154975.33031250001 1103.3696774081293 -109444.82684733074 25212.464515878182 68142.930056811136 37838.368199508106 -73528.590228753339 39565.499785954198 -36807.869631458008 11322.491718438332 90342.407420512362 -11256.695533985483 35799.597733572838 -36246.260586378114 -2847.7298887753582 741.59902324020641
leaf_weight=4133765 132796 350 104 605 147 50 118 450 32 37 3285 587 77 100 35 449 48 270 630 135 76 693 354 141 430 11307 1836 2571 2869 23817
leaf_count=4133765 132796 350 104 605 147 50 118 450 32 37 3285 587 77 100 35 449 48 270 630 135 76 693 354 141 430 11307 1836 2571 2869 23817
internal_value=0 1365.66 9494.7 4664.32 50722.4 2991.3 12074.2 19332.6 27919.6 151527 -6745.2 24439.9 32806.4 -9248.9 32007.5 29986.6 40453.6 4886.84 39411 -5988.7 46290.8 28388.5 825.418 52734 70829.6 -46.4357 -3425.66 -5380.18 12233.4 -3120.85
internal_weight=0 141999 8849 7161 251 6910 3575 2970 2520 69 3335 2451 1864 253 153 1688 1239 318 1611 212 1399 769 133150 921 571 4.17616e+06 42400 37695 4705 35124
internal_count=4318164 141999 8849 7161 251 6910 3575 2970 2520 69 3335 2451 1864 253 153 1688 1239 318 1611 212 1399 769 133150 921 571 4176165 42400 37695 4705 35124
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 2 1 0 2 2 1 0 0 2 5 0 2 0 0 0 3 3 6 3 1 0 0 1 0 0
split_gain=2.73661e+13 1.73113e+14 4.40702e+14 2.94615e+14 2.79767e+14 2.71446e+14 2.66338e+14 3.41382e+14 2.79577e+14 2.72793e+14 2.12872e+14 3.66856e+14 7.68259e+14 2.45901e+14 2.33636e+14 2.32927e+14 2.05457e+14 2.17906e+14 2.09309e+14 2.02366e+14 1.687e+14 2.21063e+14 2.05989e+14 2.75864e+14 2.60651e+14 1.67679e+14 2.42489e+14 3.18754e+14 2.11047e+14 2.11427e+14
threshold=112.04500000000002 39.899261850000009 43.808567100000012 39.704585000000002 39.003296000000006 11.500000000000002 44.083877800000003 56.320495600000008 20.500000000000004 11.500000000000002 38.975980350000007 45.053747000000008 45.059881250000011 3.5000000000000004 128.92000000000004 45.067452850000002 8.5000000000000018 45.055827000000008 57.692655200000004 56.301440000000007 6.5000000000000009 3.5000000000000004 1.5000000000000002 13.500000000000002 43.868031300000006 57.178027650000011 57.131524800000008 65.520339550000017 56.863241500000008 56.819808050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 4 10 -5 7 8 9 19 -2 -12 13 -13 -15 -14 17 -3 -19 -4 21 -9 -22 24 -24 26 28 -28 29 -8
right_child=1 2 6 5 -6 -7 25 20 -10 -11 11 12 15 14 -16 -17 -18 18 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=32.13489116004309 2084.0074667293311 -13777.121812115838 -54168.03606092339 46841.975706955971 -26865.010783918144 -36927.579077681497 -6272.2307274192162 -113874.89314903846 -308766.75982142863 230367.65296585648 -13173.147782192889 30065.630113636365 93465.741663182213 704649.98375000013 318874.60293236305 -44924.865023226354 -101464.65959936725 -95083.698862461737 65574.509130859384 36202.348468603122 -110880.33427521237 194765.40551961263 365215.7745907738 262606.78422214673 -6651.6566576086962 -40421.439239895582 -93720.766460778876 39366.181969903955 -39396.591802491057 26650.410930606311
leaf_weight=4248930 22089 2040 415 2489 3276 458 27252 26 28 54 580 22 355 20 73 185 484 684 92 615 63 216 21 69 184 1287 197 2081 1778 2101
leaf_count=4248930 22089 2040 415 2489 3276 458 27252 26 28 54 580 22 355 20 73 185 484 684 92 615 63 216 21 69 184 1287 197 2081 1778 2101
internal_value=0 -1972.14 -6286.71 3823.12 499.435 33823.2 -3113.26 35640.3 3218.61 11277.3 4342.94 44745.8 96032.9 330716 401837 46054.1 -41278.4 -30933.9 -76036.6 -209.02 97907.8 161606 52166.3 89655.1 31442.1 -5002.01 -3637.57 27856.9 -5942.16 -3915.73
internal_weight=0 69234 39687 29547 26600 2947 36387 1691 1112 1084 23324 1235 655 115 93 540 3300 2816 776 1030 579 242 337 274 205 34696 33409 2278 31131 29353
internal_count=4318164 69234 39687 29547 26600 2947 36387 1691 1112 1084 23324 1235 655 115 93 540 3300 2816 776 1030 579 242 337 274 205 34696 33409 2278 31131 29353
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=5 5 1 4 3 1 1 1 1 0 0 0 0 3 1 0 0 1 2 5 0 3 2 1 4 0 1 0 1 0
split_gain=2.82054e+13 6.39605e+13 1.54712e+14 2.10011e+14 1.64109e+14 1.59499e+14 1.67758e+14 1.31015e+14 1.19857e+14 2.46753e+14 1.01309e+14 1.75779e+14 1.46422e+14 1.67149e+14 1.04581e+14 2.44013e+14 1.656e+14 1.30549e+14 9.87366e+13 9.21973e+13 2.24586e+14 3.70559e+14 1.78054e+14 2.40362e+14 1.30271e+14 1.66229e+14 1.28514e+14 2.32828e+14 1.1146e+14 1.17197e+14
threshold=177.02500000000003 142.05000000000004 38.096381250000007 2.5000000000000004 5.5000000000000009 37.692869000000009 37.777459000000007 38.911476500000006 37.559851850000008 55.727011600000004 54.725565150000001 55.299834250000011 52.719210700000012 4.5000000000000009 37.342273500000012 59.609407350000005 59.755965500000009 37.098288800000006 3.5000000000000004 137.05000000000004 55.078308950000007 6.5000000000000009 3.5000000000000004 82.784560750000011 2.5000000000000004 55.110554300000004 44.660994650000006 47.236539400000005 50.388877400000005 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 5 4 -4 8 18 -5 10 -10 12 -12 -3 -14 15 17 -17 -13 -7 -1 21 22 23 -21 -22 -26 27 -23 29 -27
right_child=-2 2 3 7 -6 6 -8 -9 9 -11 11 14 13 -15 -16 16 -18 -19 -20 20 24 26 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-6.6505705182257335 5743.2794503168398 -25452.187999531972 -40933.287647405668 -125309.93861811928 108275.91000779837 269117.19922585227 32028.154187642474 -15008.052424308678 77990.958110119056 -406779.78102678573 -104975.6690405869 -195096.40272800613 -80481.549568965522 103072.15887162901 90122.429390746125 248563.48463092675 6686.3848690646155 -28396.088525390627 83622.727063802085 -23545.887323069852 -113111.19444602274 34684.644181439035 -59059.524840550468 154207.32468735051 265468.75378787884 253809.47114583335 67691.407582059925 -102316.67535828026 10415.059152506714 53606.586667256226
leaf_weight=4292468 8534 217 106 109 242 55 329 8924 21 21 164 92 58 343 129 29 1182 96 60 340 55 591 1111 98 33 30 613 157 803 1154
leaf_count=4292468 8534 217 106 109 242 55 329 8924 21 21 164 92 58 343 129 29 1182 96 60 340 55 591 1111 98 33 30 613 157 803 1154
internal_value=0 -11.3729 -7248.59 -13402.3 62827.1 13398 68369.5 -16339.1 3020.69 -164394 6064.6 -6591.88 40716.3 76523.2 3967.64 -3976.59 12478.7 -109973 172337 9.13399 13600.9 -4322.57 -37771.7 16225.4 38736.8 42871.3 33747.1 5929.02 39174.4 58679.3
internal_weight=0 4.30963e+06 12177 9381 348 2796 444 9033 2352 42 2310 1692 618 401 1528 1399 1211 188 115 4.29745e+06 4985 2910 1549 438 2075 2020 1361 748 1987 1184
internal_count=4318164 4309630 12177 9381 348 2796 444 9033 2352 42 2310 1692 618 401 1528 1399 1211 188 115 4297453 4985 2910 1549 438 2075 2020 1361 748 1987 1184
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=3 5 1 6 1 0 0 1 1 5 0 5 1 0 6 1 1 0 3 3 3 3 3 0 1 1 5 5 0 0
split_gain=2.66953e+13 1.49284e+14 2.04969e+14 3.38748e+14 3.26275e+14 8.01162e+14 3.50919e+15 8.85015e+14 7.80424e+14 5.66162e+14 5.14033e+14 4.18388e+14 3.83517e+14 4.44934e+14 3.07611e+14 5.45995e+14 4.04628e+14 7.26151e+14 3.78891e+14 5.31039e+14 3.68064e+14 2.97139e+14 2.93544e+14 4.92221e+14 7.20646e+14 5.02547e+14 3.30611e+14 2.92217e+14 2.68887e+14 4.16858e+14
threshold=10.500000000000002 39.355000000000011 37.944765900000007 1.5000000000000002 37.726745000000001 55.769960200000007 55.695992150000002 37.767735350000002 37.832345550000007 70.00500000000001 55.91302515000001 77.00500000000001 37.832345550000007 55.751981950000008 1.5000000000000002 37.971176850000006 37.971176850000006 55.719391050000006 14.500000000000002 24.500000000000004 16.500000000000004 17.500000000000004 17.500000000000004 55.020029900000004 38.633372000000001 38.096381250000007 95.020000000000024 56.205000000000005 55.173809400000003 53.719078300000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 27 -8 -7 12 11 -10 -9 -14 16 21 17 18 -4 -20 28 -16 23 24 25 26 -18 -6 29 -17
right_child=1 2 14 4 5 8 7 9 10 -11 -12 -13 13 -15 15 20 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=193.57912930902543 1238.0009895228222 -1988.2617081958056 141535.67416258698 1549.6977389436479 12462.93792513464 21827.513801144567 -139.24943949531769 21715.904568379483 -36614.369220833287 129309.51597884817 -4764.4766818739336 -120176.09985351562 103727.20387802145 21568.609396624088 -27561.268380936806 -6668.4157295533514 -47707.349816638445 -68021.121026645429 3750.9182500923316 113284.73658089944 -357.22790431844965 -98764.968398479483 -2603.695932082122 -2116.8376111354964 9704.8192667538842 238804.90678418806 333826.37769097224 -11181.680006963614 -11084.14227557571 6884.5976145681698
leaf_weight=2688514 446770 238193 466 195541 9016 5745 1354 1272 3499 2273 5629 723 2924 851 3655 99786 143 537 1293 673 203140 698 166751 64403 56292 234 27 12437 75950 29375
leaf_count=2688514 446770 238193 466 195541 9016 5745 1354 1272 3499 2273 5629 723 2924 851 3655 99786 143 537 1293 673 203140 698 166751 64403 56292 234 27 12437 75950 29375
internal_value=0 -319.357 -907.566 686.872 3327.95 10932.9 20457 74130.5 -7464.81 87868.4 -24547.8 -50924 69204.6 85206.2 -1994.34 -3749.99 496.51 37224.3 60463.1 41246.5 -3374.36 -38978.7 117.685 3864.97 10659.9 143741 12889.2 -1244.61 -6362.51 -3586.06
internal_weight=0 1.62965e+06 1.18288e+06 479457 241264 45723 30127 8674 15596 7320 9851 4222 5047 3775 703423 412604 290819 2969 2432 1966 408251 4353 287850 121099 56696 404 170 21453 205111 129161
internal_count=4318164 1629650 1182880 479457 241264 45723 30127 8674 15596 7320 9851 4222 5047 3775 703423 412604 290819 2969 2432 1966 408251 4353 287850 121099 56696 404 170 21453 205111 129161
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 1 1 0 6 3 3 3 0 1 1 1 1 1 4 1 1 3 1 5 1 1 5 3 5 1
split_gain=2.9881e+13 1.46409e+14 4.53267e+14 8.88292e+14 4.88913e+14 6.65241e+14 1.89968e+15 1.98537e+15 1.10189e+15 7.43016e+14 5.87618e+14 7.91027e+14 4.72113e+14 1.24087e+15 1.34878e+15 7.68672e+14 8.74182e+14 8.51136e+14 5.8307e+14 4.35147e+14 1.14924e+15 7.96185e+14 7.96858e+14 4.99296e+14 7.34272e+14 8.14674e+14 9.56487e+14 3.96169e+14 3.70013e+14 3.68836e+14
threshold=56.835000000000008 55.674875350000008 55.751981950000008 37.214886200000009 55.769960200000007 37.642309100000013 37.597123000000003 55.755036050000008 1.5000000000000002 9.5000000000000018 13.500000000000002 15.500000000000002 55.801980100000009 37.832345550000007 37.944765900000007 49.201680550000006 49.111504200000006 49.148175700000003 1.0000000180025095e-35 37.314272700000011 37.39371280000001 11.500000000000002 37.328003200000005 73.405000000000015 37.869926150000005 37.792847950000002 132.05000000000004 30.500000000000004 78.010000000000005 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 9 -8 -11 -12 13 18 -15 16 -16 -18 -6 -5 21 -21 -23 -22 25 26 -25 -20 -24 -28
right_child=1 2 4 19 12 -7 7 -9 -10 10 11 -13 -14 14 15 -17 17 -19 27 20 23 22 28 24 -26 -27 29 -29 -30 -31
leaf_value=-196.77057090953929 -449.64088450411202 -60735.092003190184 24977.117136296423 56290.229706781887 -103383.4162339474 -3179.6624380879903 -183383.33553738066 -336465.17983022839 -186347.31651263536 147287.99604515551 -192710.61690491205 258.28846818779942 516.5812857628996 -75991.716207679186 -4296.8941358760003 -28325.139538994707 101688.9791999759 22958.758608481876 52393.563319535046 72813.085971692635 6673.7287965061614 -37867.864379185419 -105197.06487766982 41271.179652965031 8682.1410881899337 132485.43620244702 -564488.56484374998 -111038.18911488516 -254920.31446775753 -37145.453534226188
leaf_weight=2768887 922485 1723 2184 2149 257 12387 288 312 623 209 254 1298 523219 2098 6843 4224 1975 4506 8366 377 34938 1199 357 6346 9091 1054 36 151 307 21
leaf_count=2768887 922485 1723 2184 2149 257 12387 288 312 623 209 254 1298 523219 2098 6843 4224 1975 4506 8366 377 34938 1199 357 6346 9091 1054 36 151 307 21
internal_value=0 351.671 1531.01 9984.6 675.568 -15753.5 -45891.2 -97760 -69887.3 -34477.5 -10125 -31323 1198.4 13750.8 -213.364 8846.53 20630.8 46950.8 45018 12165.4 10400.4 -59718.3 -86537.6 13451.1 27760.1 51018.5 37608.2 49496 -174422 -370204
internal_weight=0 1.54928e+06 626792 57598 569194 17555 5168 2984 2672 2049 1761 1552 551639 28420 19646 17548 13324 6481 8774 55875 53726 2240 1863 51486 16548 7457 6403 8517 664 57
internal_count=4318164 1549277 626792 57598 569194 17555 5168 2984 2672 2049 1761 1552 551639 28420 19646 17548 13324 6481 8774 55875 53726 2240 1863 51486 16548 7457 6403 8517 664 57
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 5 5 3 0 1 0 1 1 3 1 1 5 5 0 5 3 5 5 0 3 1 6 1 1 0
split_gain=3.17338e+13 1.45551e+14 2.37796e+14 3.58002e+14 3.91309e+14 3.39524e+14 2.37693e+14 2.35756e+14 2.25631e+14 1.97613e+14 2.4704e+14 4.09749e+14 8.79631e+14 1.94667e+14 3.13082e+14 5.33201e+14 5.03903e+14 3.84961e+14 3.18456e+14 3.74441e+14 2.92882e+14 3.68242e+14 2.7177e+14 2.33995e+14 2.02123e+14 1.90931e+14 1.87171e+14 1.84577e+14 4.1363e+14 1.79117e+14
threshold=45.087005000000012 45.013473000000012 45.03656895000001 38.950530550000003 38.975980350000007 45.305000000000007 225.45000000000002 24.500000000000004 45.022371150000005 41.950906500000009 45.040161900000008 38.950530550000003 38.975980350000007 16.500000000000004 39.003296000000006 38.950530550000003 65.50500000000001 88.015000000000015 45.047272400000004 112.04500000000002 18.500000000000004 142.05000000000004 105.35000000000001 45.067452850000002 4.5000000000000009 38.950530550000003 1.5000000000000002 38.975980350000007 38.984911950000004 45.047272400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -7 9 -3 10 11 -4 -13 14 15 16 -12 -16 19 -17 21 -15 24 27 -20 -9 -19 -24 -29 -27
right_child=-2 2 7 4 -6 6 -8 25 -10 -11 13 12 -14 20 17 18 -18 26 22 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-818.40051388607503 -100.55508088414715 -46005.027094559366 15506.999915897844 -6450.9541203103681 7671.5729577225284 44880.609556554031 -188373.8331160112 72532.308915825008 -2856.5292080981735 17823.726416567577 -1783.0813663106594 -47809.525090953852 3757.807013605352 15981.067881269155 -4376.5380398978477 -8226.1450552117349 -46935.657109453721 59226.163222480827 41894.144876708458 -166305.42547075322 -664.98604755149199 -161915.63635149575 50372.582493062364 -33487.823548595181 11076.965903416625 62402.804651042563 -50132.256824357726 255646.57081269054 40414.403989955361 5577.4548953058011
leaf_weight=280608 3795889 1473 4241 1769 35729 6149 44 666 6837 6234 14211 6176 7123 21216 60416 3796 2992 167 2327 156 27051 117 701 218 24923 662 2491 164 196 3422
leaf_count=280608 3795889 1473 4241 1769 35729 6149 44 666 6837 6234 14211 6176 7123 21216 60416 3796 2992 167 2327 156 27051 117 701 218 24923 662 2491 164 196 3422
internal_value=0 730.833 2529.7 8520.47 12139.1 32186.7 43223.4 887.206 -10504.9 322.144 -288.465 -11558.7 -20189.8 938.279 -1338.49 4598.58 -9636.16 -6015.18 12137.8 -14466.1 6244.25 15005.4 15823.1 60874.2 13708.6 22884.9 -43261.4 80262.4 138465 14788.6
internal_weight=0 522275 241667 52001 43691 7962 6193 189666 8310 184916 178682 17540 13299 161142 112758 49684 17203 63074 32481 3952 48384 21333 28529 1279 27250 4750 2658 1061 360 4084
internal_count=4318164 522275 241667 52001 43691 7962 6193 189666 8310 184916 178682 17540 13299 161142 112758 49684 17203 63074 32481 3952 48384 21333 28529 1279 27250 4750 2658 1061 360 4084
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=0 0 5 1 3 5 1 1 0 5 1 0 1 1 3 0 0 5 5 5 4 5 1 1 0 1 3 1 3 0
split_gain=2.9734e+13 4.42324e+14 3.29554e+14 2.97352e+14 3.26284e+14 3.00882e+14 2.59048e+14 2.23121e+14 5.87958e+14 8.05188e+14 5.63832e+14 4.99911e+14 1.01063e+15 3.38662e+15 8.11353e+14 5.42844e+14 4.18605e+14 5.0689e+14 3.06488e+14 2.97257e+14 2.82795e+14 2.63462e+14 2.5733e+14 2.57023e+14 3.96378e+14 4.03504e+14 4.43333e+14 3.28751e+14 3.94165e+14 3.61778e+14
threshold=56.121679000000007 56.054485600000007 107.05000000000001 92.896330950000007 9.5000000000000018 42.005000000000003 47.473138800000008 39.826386800000009 59.609407350000005 73.405000000000015 39.899261850000009 56.301440000000007 38.233559750000005 38.422276900000007 16.500000000000004 56.281985950000006 57.60800230000001 40.405000000000008 101.05000000000001 98.020000000000024 2.5000000000000004 40.205000000000005 39.753614400000011 43.574807850000006 57.692655200000004 40.810045900000013 5.5000000000000009 47.473138800000008 21.500000000000004 56.635684300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 9 11 16 12 -2 14 15 -14 -9 -18 -19 20 -11 -17 -10 24 25 26 -12 28 -25 -29
right_child=7 2 -4 -5 5 -7 -8 10 22 19 23 -13 13 -15 -16 21 17 18 -20 -21 -22 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-9.8583493596122196 3022.6475872221868 1005.9355394588474 -103956.0484268852 4933.2161810550388 -9344.5861379019716 -39956.631434771763 -21736.952852311297 2897.6853657277338 398.71397079042634 -70848.735440798147 16284.385178681485 -8577.3795414360739 -57606.054391163801 -63973.545933651498 137462.139882444 271794.30602836277 -5310.6033986447501 35658.957297381101 105497.04217136091 -81145.513914959563 -19563.223912712907 459621.06350315438 77441.453041519664 9072.9965870469005 14211.48386295554 -28669.028372421933 -12126.937996490728 -9166.6188597854016 -20693.53918623161 1447.3668538450679
leaf_weight=3157426 9575 15593 368 11639 5852 7114 7378 11687 407219 1349 7504 70542 29 668 318 115 3213 8922 676 1369 5297 213 434 80149 7882 9181 20486 34728 4710 426528
leaf_count=3157426 9575 15593 368 11639 5852 7114 7378 11687 407219 1349 7504 70542 29 668 318 115 3213 8922 676 1369 5297 213 434 80149 7882 9181 20486 34728 4710 426528
internal_value=0 -154.613 -9687.63 -8958.47 -13457.6 -26140.4 -6298.8 445.357 -1130.45 -8471.08 1717.76 -5495.46 14417.1 95654.3 253627 357101 16583.7 29068.9 40577.7 -38713.6 -29973.1 393767 480.736 1101.72 -6157.86 -10477.1 -4509.98 1700.61 7420.84 648.239
internal_weight=0 3.20537e+06 47944 47576 35937 12966 22971 1.11279e+06 497128 89475 615666 81460 10918 1343 675 357 24498 12811 9598 8015 6646 328 407653 591168 45053 37171 27990 546115 84859 461256
internal_count=4318164 3205370 47944 47576 35937 12966 22971 1112794 497128 89475 615666 81460 10918 1343 675 357 24498 12811 9598 8015 6646 328 407653 591168 45053 37171 27990 546115 84859 461256
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=1 6 5 5 3 3 1 1 0 2 5 1 1 0 0 6 0 5 5 3 3 3 3 2 0 0 5 1 5 1
split_gain=3.03739e+13 1.08396e+14 1.2975e+14 1.08929e+14 1.09943e+14 1.32769e+14 1.07775e+14 1.0769e+14 1.85805e+14 2.0543e+14 1.44013e+14 1.06805e+14 1.52296e+14 1.36475e+14 1.23878e+14 1.25488e+14 1.54808e+14 1.44927e+14 1.22499e+14 1.22235e+14 1.44875e+14 1.29728e+14 9.61217e+13 1.00946e+14 9.55107e+13 9.43468e+13 9.91637e+13 9.42074e+13 1.2304e+14 1.08843e+14
threshold=83.015546400000019 1.5000000000000002 51.405000000000008 88.015000000000015 15.500000000000002 11.500000000000002 83.093115700000013 83.026705000000007 55.030402950000003 1.5000000000000002 67.520000000000024 83.011163250000024 83.00362155000002 55.020029900000004 55.02863030000001 1.5000000000000002 55.030402950000003 58.995000000000012 109.05000000000001 11.500000000000002 6.5000000000000009 3.5000000000000004 26.500000000000004 1.5000000000000002 55.046835900000012 55.017766000000002 52.990000000000002 83.000022850000008 87.395000000000024 82.964402850000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 5 -5 -7 8 25 10 -10 12 27 22 18 -16 17 -17 19 20 21 -13 23 -14 -11 -3 -27 29 -29 -1
right_child=1 7 3 4 -6 6 -8 -9 9 24 -12 14 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-90.368622764182632 764.31511683769816 1884.1610135967912 14662.795544010693 -9214.3328792633238 -31387.243134922239 -140236.2489130435 84596.446545410159 -315.8175809519351 -53382.21517300541 6248.0140095960787 55370.309808394166 34635.05381867916 -6390.3797799458034 18737.949257878496 -3030.1144663501805 -14404.334371052326 13439.305667036875 -48996.513875025106 -148704.73736702127 -13884.375925035034 34866.765845002119 -38955.059632641118 -32187.558078745253 7796.7091084633739 -90585.796491887028 34575.513308355192 8267.3740439747544 -2725.5257361623217 -57809.609824410698 2397.746859070915
leaf_weight=3598076 23860 2585 16495 748 1099 23 292 240624 1095 4947 137 397 6631 7288 77164 6007 1538 1517 47 1221 2658 604 740 20584 104 3808 2297 110323 407 184848
leaf_count=3598076 23860 2585 16495 748 1099 23 292 240624 1095 4947 137 397 6631 7288 77164 6007 1538 1517 47 1221 2658 604 740 20584 104 3808 2297 110323 407 184848
internal_value=0 973.924 5649.25 11896.5 -9209.15 13720 68180.1 196.212 8424.8 -4676.08 -41288.8 -72.2231 6.28805 6550.41 -3456.23 -4337.45 -15469.5 -21378.9 11965.7 13513.2 22655.7 -9768.97 3373.07 4339.99 4254.21 17896.9 24677.1 -52.9454 -2927.99 31.2101
internal_weight=0 298114 42517 18657 2162 1063 315 255597 14973 6283 1232 4.02005e+06 3.9289e+06 35243 91153 86226 9062 7524 4927 4880 3659 1001 27955 27215 5051 8690 6105 3.89365e+06 110730 3.78292e+06
internal_count=4318164 298114 42517 18657 2162 1063 315 255597 14973 6283 1232 4020050 3928897 35243 91153 86226 9062 7524 4927 4880 3659 1001 27955 27215 5051 8690 6105 3893654 110730 3782924
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 0 1 1 1 3 5 1 5 2 5 5 1 4 1 0 3 3 5 5 3 5 3 5 1 0
split_gain=2.82101e+13 4.26716e+14 6.61918e+14 4.075e+14 2.75155e+14 2.74931e+14 6.70973e+14 4.64733e+14 4.53917e+14 4.99831e+14 4.06556e+14 3.6322e+14 3.49301e+14 3.51667e+14 3.24907e+14 4.02799e+14 3.08684e+14 2.84233e+14 2.59636e+14 8.32184e+14 3.24722e+14 2.72039e+14 2.44911e+14 2.37457e+14 2.36499e+14 4.29865e+14 2.89224e+14 2.32556e+14 3.2143e+14 2.29599e+14
threshold=55.899899800000007 55.924336300000007 37.620907050000007 37.533784800000006 84.030000000000015 55.86787755000001 37.533784800000006 37.542000650000013 37.342273500000012 10.500000000000002 62.015000000000008 37.314272700000011 89.00500000000001 11.500000000000002 37.005000000000003 93.00500000000001 50.888703650000004 2.5000000000000004 37.417247200000006 55.87722990000001 11.500000000000002 5.5000000000000009 84.030000000000015 62.995000000000012 11.500000000000002 79.010000000000005 5.5000000000000009 132.05000000000004 37.971176850000006 55.91302515000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 29 -1 8 -8 9 11 16 22 -12 -14 -10 17 -9 -16 19 -17 21 -20 -7 -5 25 -19 -27 -6 -29 -4
right_child=1 -3 4 23 27 6 7 10 14 -11 12 -13 13 -15 15 18 -18 24 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-45.116527768116455 32534.132363710247 95.714046132418545 -1872.0298025165805 77119.722678488994 -40475.972076654682 -10970.976342468524 27366.557536050648 4387.2343264309602 1326.7193412117904 100454.07258680556 -35737.614605881558 187250.2004050515 -29571.46214251894 74586.892494911313 -35328.02089219723 -84157.858108881468 -62142.801129640698 -60575.792387480498 101866.16663977582 328488.22721480584 64473.498036747682 -179455.07469841454 -169817.89304762622 202335.42414584366 -95773.415698065073 -19523.353019831731 302693.91497395834 220989.54804159628 -200158.37239583334 16925.554957651711
leaf_weight=2975824 4618 1260308 12356 550 1739 1455 5315 20463 2348 540 5894 88 660 637 7526 93 722 591 46 103 270 136 104 209 1654 52 60 74 24 13705
leaf_count=2975824 4618 1260308 12356 550 1739 1455 5315 20463 2348 540 5894 88 660 637 7526 93 722 591 46 103 270 136 104 209 1654 52 60 74 24 13705
internal_value=0 390.83 11568.5 43694.7 5376.57 -167.154 -7615.57 229.121 -25158.1 16963.6 -4853.89 -10410.3 -25398.8 21584.2 -32310.8 -39810.7 2119.84 -44818.6 36567 132692 -5115.49 -108352 -21567.6 111599 -75122.2 -26534.7 153093 -32029.6 117851 8013.27
internal_weight=0 1.29358e+06 33275 5377 27898 3.02458e+06 48757 33691 15066 2187 28376 1647 7191 1297 12879 10531 21185 9883 648 196 452 182 1559 759 2357 703 112 1837 98 26061
internal_count=4318164 1293583 33275 5377 27898 3024581 48757 33691 15066 2187 28376 1647 7191 1297 12879 10531 21185 9883 648 196 452 182 1559 759 2357 703 112 1837 98 26061
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 3 6 0 0 1 3 3 6 4 3 3 5 1 6 3 3 5 5 1 5 5 1 5 1 0
split_gain=2.81838e+13 2.32857e+14 7.66353e+14 5.83464e+14 4.48656e+14 4.20624e+14 3.99136e+14 5.72985e+14 3.17789e+14 6.91479e+14 4.36924e+14 4.36006e+14 7.78261e+14 5.08932e+14 4.44334e+14 3.69995e+14 5.22063e+14 3.83631e+14 5.35023e+14 3.66099e+14 3.3843e+14 3.1887e+14 4.5209e+14 3.02119e+14 3.46848e+14 2.93981e+14 2.88043e+14 2.87622e+14 2.83566e+14 3.57639e+14
threshold=59.963407450000012 30.370618100000005 59.982527000000012 16.500000000000004 30.410108300000001 12.500000000000002 1.5000000000000002 63.563300600000012 59.982527000000012 30.315880100000005 20.500000000000004 6.5000000000000009 1.5000000000000002 2.5000000000000004 14.500000000000002 9.5000000000000018 94.040000000000006 30.160599000000001 1.5000000000000002 8.5000000000000018 22.500000000000004 67.990000000000023 84.030000000000015 30.278357500000002 45.610000000000007 46.810000000000009 30.332994000000003 89.00500000000001 30.305955500000003 60.063729500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 25 7 -4 9 19 11 -11 13 21 -15 16 17 -10 -19 23 -21 -13 -23 24 -2 -3 -14 -16 -17 -30
right_child=1 2 6 -5 -6 -7 -8 -9 15 10 -12 12 26 14 27 28 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=58.857958008455697 -81059.234670607475 -82629.931324717079 -18303.272029075441 2465.2935442803027 -23064.362382752763 -43490.708872648946 1420.8927951346834 39249.402628397242 4627.4950065499943 -93785.698966061391 -153018.18977149567 431.36986514103273 194959.05339505302 41962.434561477654 324478.84092420217 -626.50532459507428 43277.270483136912 -89199.14059228875 -19601.626342512049 116272.36482261155 -203986.04062500002 -98364.683230751441 102267.81388774671 11849.670506729264 283848.06615767046 -177931.97587049697 60724.757661882031 -84863.193005952387 18041.044040686229 -11402.234008312727
leaf_weight=4100519 37 808 21019 2952 2636 1472 79252 1885 5814 397 173 3803 277 981 94 52147 1587 1227 11068 1118 34 722 133 1110 88 540 378 21 20721 5151
leaf_count=4100519 37 808 21019 2952 2636 1472 79252 1885 5814 397 173 3803 277 981 94 52147 1587 1227 11068 1118 34 722 133 1110 88 540 378 21 20721 5151
internal_value=0 -1108.91 -4327.9 -33347.6 -52724.4 -80449.1 -1939.41 -13566.7 2214.78 19810.9 3920.25 7909.42 14208.8 2451.66 63762.8 528.193 -11718.8 -16538.4 -26547.2 66271.3 106820 -11974.5 -67155.2 28447.4 175836 -120807 117493 249729 3619.95 12179
internal_weight=0 217645 110564 8408 5456 2820 102156 22904 107081 9366 6979 6806 6409 5754 1096 97715 19696 18109 12295 2387 1152 4658 855 1235 125 1348 655 115 78019 25872
internal_count=4318164 217645 110564 8408 5456 2820 102156 22904 107081 9366 6979 6806 6409 5754 1096 97715 19696 18109 12295 2387 1152 4658 855 1235 125 1348 655 115 78019 25872
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=5 5 3 3 4 2 0 0 6 1 1 2 2 6 4 0 5 5 1 0 0 0 0 5 4 0 5 3 0 1
split_gain=2.82313e+13 6.10659e+13 1.80701e+14 4.57353e+14 2.90284e+14 2.80792e+14 2.79145e+14 9.47537e+14 3.4942e+14 2.35483e+14 2.32426e+14 1.88155e+14 1.87469e+14 1.73258e+14 1.52929e+14 3.14319e+14 1.9797e+14 1.42544e+14 1.40842e+14 1.43491e+14 1.38591e+14 3.11794e+14 2.33193e+14 1.37937e+14 1.32379e+14 1.35931e+14 1.33278e+14 1.25504e+14 1.23872e+14 1.66712e+14
threshold=102.01000000000001 79.010000000000005 8.5000000000000018 7.5000000000000009 1.5000000000000002 1.5000000000000002 59.882016200000002 59.916647550000008 1.5000000000000002 20.507360500000004 82.975438000000011 6.5000000000000009 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 56.501468900000013 94.040000000000006 85.020000000000024 82.784560750000011 59.846652800000008 56.301440000000007 55.885524800000006 55.91302515000001 73.995000000000019 2.5000000000000004 54.708501450000007 89.00500000000001 5.5000000000000009 59.950068600000009 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 13 10 9 8 -8 24 -4 12 -9 -3 -15 16 -16 28 19 20 21 -19 -23 -1 26 -26 -6 -10 -5 -30
right_child=-2 2 5 17 6 -7 7 11 27 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=45.95814690218117 -1593.1398577670725 38771.813819787101 -20654.511159382626 21502.288296254137 168183.53844344919 1068.8314985195602 132209.89121803976 -38123.749893303298 -109617.92253988118 5994.0984696098585 2508.0630477401855 -147583.89565770348 8910.2806647905163 -9495.8238765686528 -114759.60898613458 -2111.0560035093581 -289218.89303668478 28650.083235566432 112106.67369041312 75149.025231831387 -19154.363604921466 393331.93953125004 96355.561127804496 -3128.1968947369805 -59702.118474717034 55875.380148315431 18288.900553385418 -210839.03564062502 -149932.34640094053 24175.971573755298
leaf_weight=3735837 108437 171 11284 2241 174 248035 55 1010 668 50521 7032 86 5265 254 222 187 92 1618 295 836 511 40 78 142115 127 512 90 150 103 118
leaf_count=3735837 108437 171 11284 2241 174 248035 55 1010 668 50521 7032 86 5265 254 222 187 92 1618 295 836 511 40 78 142115 127 512 90 150 103 118
internal_value=0 41.0372 1343.16 6052.03 3434.46 186.516 4311.43 -14081.2 -111774 6898.8 -11761.8 -673.569 1339.86 -52118.2 -72703.9 -104750 -165875 32758.5 46096.2 39779.9 26620.8 40095 197026 -70.3649 57514.9 32904.6 117083 -128179 14458.3 -56969.5
internal_weight=0 4.20973e+06 331775 65424 59584 266351 58658 7234 873 51424 18316 6361 6275 926 755 501 314 5840 3378 3083 2247 1736 118 3.87795e+06 903 639 264 818 2462 221
internal_count=4318164 4209727 331775 65424 59584 266351 58658 7234 873 51424 18316 6361 6275 926 755 501 314 5840 3378 3083 2247 1736 118 3877952 903 639 264 818 2462 221
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=0 4 3 1 3 5 2 1 2 2 4 6 1 1 1 3 2 5 0 1 5 1 0 5 0 1 1 5 4 3
split_gain=2.72853e+13 6.6979e+13 6.12444e+13 7.79353e+13 7.01883e+13 8.01076e+13 9.21608e+13 1.23975e+14 1.42007e+14 8.58318e+13 7.82812e+13 7.6367e+13 7.11792e+13 6.85278e+13 6.78841e+13 6.16371e+13 7.17758e+13 5.52809e+13 5.3243e+13 4.85109e+14 2.178e+14 1.93196e+14 2.65966e+14 3.04548e+14 1.90725e+14 2.4491e+14 3.96641e+14 2.41807e+14 2.84289e+14 3.27101e+14
threshold=43.465905150000005 3.5000000000000004 20.500000000000004 39.969502550000009 12.500000000000002 89.00500000000001 16.500000000000004 46.037218400000008 5.5000000000000009 4.5000000000000009 2.5000000000000004 1.5000000000000002 47.473138800000008 47.854228500000012 40.810045900000013 17.500000000000004 4.5000000000000009 74.010000000000005 44.998833400000002 43.808567100000012 89.00500000000001 37.328003200000005 44.732363600000006 54.990000000000002 45.03656895000001 38.950530550000003 38.975980350000007 64.020000000000024 1.5000000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 13 14 7 8 9 -7 -10 -12 -9 -1 15 -6 -17 -16 19 21 -21 -2 -23 -24 25 -20 27 -27 29 -29
right_child=18 -3 3 -5 5 6 -8 12 10 -11 11 -13 -14 -15 17 16 -18 -19 24 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=3423.9228163735156 8783.6376926319808 17456.560145135398 78968.664273821734 -100175.91191406251 -59165.033432491793 122535.56398809525 -185522.51263586956 -100802.20507960464 145544.11435319768 362856.77229110058 153059.96441761366 -55243.578995028409 7621.9429195804787 -14477.08089238898 687.60961234865499 188598.73472656251 -14893.554468149041 -32773.477149880302 -10931.734725590923 -31668.363124695243 -146180.90760203396 479.87951077471547 -2659.0848923384965 -19268.849054398725 -48.460189327870772 10697.218520279652 3825.471998920772 421117.02931547625 38540.830191561508 61964.050738525395
leaf_weight=38583 18531 2774 183 28 623 42 23 66 43 23 22 88 733 2264 1434 20 130 753 8932 3655 174 127285 33522 16459 3985555 5136 66579 42 4398 64
leaf_count=38583 18531 2774 183 28 623 42 23 66 43 23 22 88 733 2264 1434 20 130 753 8932 3655 174 127285 33522 16459 3985555 5136 66579 42 4398 64
internal_value=0 2375.12 1446.63 55195.9 1193.75 -11448.2 12426.3 16903.1 83745.3 207572 31139.1 -13582.9 -1334.24 2431.74 -19836.6 -45309.2 12238.8 -10833.3 -26.6038 -1621.11 -36872.1 -931.744 -1947.37 -8128.77 51.5904 4734.53 6570.44 25528.6 42441.2 204270
internal_weight=0 47832 45058 211 44847 4000 1040 1017 218 65 153 110 799 40847 2960 773 150 2187 4.27033e+06 199626 3829 195797 177266 49981 4.07071e+06 85151 76219 9640 4504 106
internal_count=4318164 47832 45058 211 44847 4000 1040 1017 218 65 153 110 799 40847 2960 773 150 2187 4270332 199626 3829 195797 177266 49981 4070706 85151 76219 9640 4504 106
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=5 3 0 5 2 4 3 1 6 5 5 3 3 1 3 3 1 1 1 1 1 1 0 0 2 5 0 0 2 0
split_gain=2.91175e+13 1.29486e+14 2.53082e+14 2.22085e+14 1.99694e+14 1.96613e+14 2.31975e+14 2.63938e+14 2.5827e+14 2.33629e+14 2.25663e+14 2.12838e+14 1.87712e+14 2.06913e+14 3.93915e+14 3.24023e+14 3.13605e+14 1.88561e+14 5.36321e+14 2.10339e+14 2.65875e+14 2.55251e+14 2.27959e+14 1.93648e+14 2.39931e+14 1.82385e+14 1.90047e+14 2.02587e+14 1.8043e+14 1.65187e+14
threshold=88.015000000000015 14.500000000000002 43.642715500000008 110.05000000000001 3.5000000000000004 3.5000000000000004 11.500000000000002 38.096381250000007 1.5000000000000002 125.85000000000001 112.04500000000002 10.500000000000002 4.5000000000000009 36.546174950000008 5.5000000000000009 13.500000000000002 37.66934650000001 38.984911950000004 38.950530550000003 49.964253350000007 49.177301950000007 50.158868250000005 54.194619400000008 45.022371150000005 4.5000000000000009 110.05000000000001 55.601678500000013 55.87722990000001 14.500000000000002 59.882016200000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 10 9 25 -9 -7 28 -11 29 14 -14 -16 -15 18 -18 20 -19 -21 -23 24 -20 26 -8 -28 -2 -12
right_child=1 2 4 -5 -6 6 7 8 -10 11 12 -13 13 16 15 -17 17 19 23 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=61.824550851165526 6159.4539730957804 69593.42334727534 -16618.572003755227 -8661.190681953125 -2863.6038974267067 -12459.96424146089 -35491.579032538451 72343.851848051825 -15051.690820447615 5163.9796574700977 -19813.217011875207 -53652.253787569469 76530.453151566704 -54896.044257263282 -12150.580810118152 120433.58240253714 -11742.330177357848 -14564.787510685015 529820.4743206522 108209.05086690612 -113303.98552190949 -52885.135653834121 8425.8630401287246 87265.739892377183 135654.574389129 86819.148284789699 113491.66578028945 5351.651466426707 -214723.66959459463 -94880.064336630749
leaf_weight=4086520 73520 864 12322 625 73589 26998 382 395 2349 15319 3078 641 930 1218 2107 202 1053 6323 23 236 285 672 6215 486 47 698 305 401 37 324
leaf_count=4086520 73520 864 12322 625 73589 26998 382 395 2349 15319 3078 641 930 1218 2107 202 1053 6323 23 236 285 672 6215 486 47 698 305 401 37 324
internal_value=0 -1090.67 -4128.01 36746.5 -4836.44 749.709 -4520.21 17002.7 -2471.06 -6789.85 3336.2 2801.75 -5263.22 -1534.33 21580.6 -551.62 -6055.97 -2178.06 30210.1 -5973.31 -18823.4 5947.67 2443.43 109663 265166 46922.1 21326.5 52069.4 6048.35 -26962.4
internal_weight=0 231644 87400 1489 85911 144244 47488 4530 2744 42958 96756 15960 23199 19797 3239 2309 16558 15340 1609 13731 6608 7123 6887 556 70 1786 1088 706 73557 3402
internal_count=4318164 231644 87400 1489 85911 144244 47488 4530 2744 42958 96756 15960 23199 19797 3239 2309 16558 15340 1609 13731 6608 7123 6887 556 70 1786 1088 706 73557 3402
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=5 4 4 3 0 3 3 2 0 0 1 1 1 3 3 1 0 2 1 0 0 1 3 2 1 0 0 1 0 1
split_gain=2.97651e+13 9.48431e+13 1.89026e+14 4.28682e+14 3.69928e+14 1.72565e+14 3.07137e+14 1.70404e+14 1.60732e+14 2.20331e+14 1.09509e+14 1.02711e+14 1.29609e+14 2.1299e+14 1.26226e+14 1.0102e+14 1.00963e+14 1.99706e+14 1.48275e+14 3.13216e+14 1.00894e+14 1.78884e+14 1.38656e+14 9.61252e+13 9.4538e+13 9.20039e+13 8.95792e+13 1.11091e+14 9.37173e+13 8.67982e+13
threshold=225.45000000000002 4.5000000000000009 2.5000000000000004 10.500000000000002 55.020029900000004 4.5000000000000009 9.5000000000000018 1.5000000000000002 45.029420750000007 54.762542150000009 38.058342000000003 50.388877400000005 60.648383500000008 7.5000000000000009 7.5000000000000009 38.959914000000005 54.920670650000005 7.5000000000000009 39.003296000000006 45.254062050000009 55.046835900000012 37.944765900000007 6.5000000000000009 6.5000000000000009 40.810045900000013 55.061033200000004 57.641335050000002 43.048525950000005 56.501468900000013 30.425002000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 16 26 11 -2 10 -10 -3 14 -13 -14 -7 -12 17 18 19 -4 -11 22 -22 -8 -23 -26 27 -6 -29 -9
right_child=1 8 4 -5 5 6 23 29 9 20 15 12 13 -15 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-8.2523152224145093 -18507.697913840966 147674.25312500002 163363.80872961957 -74612.935747643161 258699.54968750002 -71745.447949218753 -167714.71548108553 -50301.971918402778 116095.44394985466 -5880.4523964874415 -229729.95073784722 -473557.91541666671 -372853.93915441178 26467.478835227274 -301832.50402960525 -43193.833126302081 63346.604455566412 84404.773648865579 -89302.603237278818 -262751.5075237772 28686.459268465915 223423.81961436171 -230595.90112452651 17661.936920972141 271046.32931547624 53220.993553433022 -151003.78760775863 -97481.503606468032 152601.26005434783 80623.069658695618
leaf_weight=4313902 270 24 69 358 20 64 38 54 301 637 36 30 34 22 38 150 242 146 283 23 55 47 33 106 21 253 29 43 23 813
leaf_count=4313902 270 24 69 358 20 64 38 54 301 637 36 30 34 22 38 150 242 146 283 23 55 47 33 106 21 253 29 43 23 813
internal_value=0 8352.81 -2964.85 20817.2 -32348.5 -104588 -141156 50864.7 28015.2 40701.4 -53358 -225334 -305831 -215978 -157464 -79297.6 9972.68 -14819 -53450.2 56835 19005.8 57765 -68544.4 -31256.9 92391.9 69915.6 982.656 52233.9 -10331.4 72468.6
internal_weight=0 4262 2705 1495 1210 447 332 1137 1557 1347 210 188 86 56 102 186 763 521 375 92 1046 409 88 144 321 274 115 86 66 867
internal_count=4318164 4262 2705 1495 1210 447 332 1137 1557 1347 210 188 86 56 102 186 763 521 375 92 1046 409 88 144 321 274 115 86 66 867
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=5 5 1 5 0 0 2 1 0 1 1 6 1 1 1 0 0 0 0 1 1 3 3 0 1 1 0 0 5 1
split_gain=2.7587e+13 1.41104e+14 1.69488e+14 3.4005e+14 1.28358e+14 2.94274e+14 2.64313e+14 3.2838e+14 2.42361e+14 4.20114e+14 8.93919e+14 8.58008e+14 6.9161e+14 6.40723e+14 4.53085e+14 5.1186e+14 2.59263e+14 3.76821e+14 3.14503e+14 3.10569e+14 2.6049e+14 2.51029e+14 2.29493e+14 3.23685e+14 3.00643e+14 2.59259e+14 4.10386e+14 2.2002e+14 2.16763e+14 2.14759e+14
threshold=56.835000000000008 62.995000000000012 30.451272450000005 57.705000000000005 55.674875350000008 55.701368300000006 2.5000000000000004 30.278357500000002 55.601678500000013 37.620907050000007 37.314272700000011 1.5000000000000002 37.516458750000005 37.39371280000001 37.328003200000005 55.645049100000001 55.619594000000006 55.645049100000001 55.657530000000008 37.417247200000006 37.417247200000006 9.5000000000000018 24.500000000000004 56.791364150000007 30.323743050000001 37.328003200000005 55.834684950000003 55.820531900000013 91.050000000000011 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 7 -7 -3 10 28 12 13 -12 -13 -16 -15 20 -19 -20 -18 -17 -8 25 -25 26 -24 -9 -10 -27
right_child=1 4 -4 -5 5 6 22 27 9 -11 11 14 -14 16 15 21 17 18 19 -21 -22 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=-189.06633890595634 -26135.996988610943 -808.23245370737186 2318.0150087586653 -324.53962240022884 16256.27424311808 -25823.936428656307 2718.4359005535816 9235.3355610238723 -35421.914259774443 -23761.651925147176 28371.322744330759 204650.09038839288 233640.47427505633 31315.893818732369 6845.9717641796196 -17732.698406869811 -197421.74832589287 110447.24569181453 -112792.35120758056 15722.20480440374 -74161.618048920514 84432.474237371876 12430.136580654433 -22176.486907857823 11002.994007256122 12760.031277038936 -87012.495780185214 -4755.4851769168708 -122838.49732080854 -16690.801076521104
leaf_weight=2768887 6214 607458 436087 28576 12306 6528 307506 13349 2851 12578 1772 175 111 360 2283 271 196 177 320 456 1369 2137 649 3439 13264 3049 1151 71154 315 13176
leaf_count=2768887 6214 607458 436087 28576 12306 6528 307506 13349 2851 12578 1772 175 111 360 2283 271 196 177 320 456 1369 2137 649 3439 13264 3049 1151 71154 315 13176
internal_value=0 337.902 1782.15 -4934.84 -292.72 1007.47 574.358 -4214.7 -1208.18 -10784 1975.5 17134.6 -13046.7 -18935.3 46664.6 40770.8 -48062.3 -59411 -9837.42 -37273.5 -89598.7 72934.6 1848.2 -5857.47 4171.63 -15151 -51157.9 -2545.35 -44119.4 -11156.4
internal_weight=0 1.54928e+06 470877 34790 1.0784e+06 445571 433265 91031 632829 25371 12793 9627 4761 4650 4866 4691 2878 2518 953 776 1565 2408 342234 34728 16703 18025 1800 84503 3166 16225
internal_count=4318164 1549277 470877 34790 1078400 445571 433265 91031 632829 25371 12793 9627 4761 4650 4866 4691 2878 2518 953 776 1565 2408 342234 34728 16703 18025 1800 84503 3166 16225
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=0 0 5 0 1 1 3 5 3 0 6 3 0 1 3 4 5 4 1 4 5 6 3 0 5 5 0 1 1 0
split_gain=2.77143e+13 4.05682e+14 2.99814e+14 2.78233e+14 6.59428e+14 2.28098e+14 1.97048e+14 1.94289e+14 1.56027e+14 1.74893e+14 1.76906e+14 1.52656e+14 4.07695e+14 3.03133e+14 4.22202e+14 3.6205e+14 8.52323e+14 4.08819e+14 4.90539e+14 3.83005e+14 4.23683e+14 3.1336e+14 3.05307e+14 4.26105e+14 2.98507e+14 2.85374e+14 2.83493e+14 5.93513e+14 5.91487e+14 3.90374e+14
threshold=59.609407350000005 58.049540950000008 64.805000000000021 57.945214300000011 56.135466100000009 59.76223980000001 13.500000000000002 82.00500000000001 2.5000000000000004 60.063729500000008 1.5000000000000002 5.5000000000000009 63.563300600000012 39.753614400000011 9.5000000000000018 3.5000000000000004 67.520000000000024 1.5000000000000002 30.410108300000001 2.5000000000000004 123.15000000000002 1.5000000000000002 6.5000000000000009 59.853570100000006 72.705000000000013 77.715000000000018 59.820733200000006 30.502469200000004 30.346469350000003 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 9 10 -2 12 -10 14 15 16 17 -13 -19 20 22 -17 -18 -24 -23 -21 27 28 -16 -28
right_child=8 2 -4 4 5 -7 -8 -9 11 -11 -12 13 -14 -15 26 21 19 18 -20 25 -22 24 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-71.037670172048578 -235844.79328703706 -6939.1488237447384 -32798.703444396298 -11056.32332245281 27275.556358632388 -29124.360446255119 11118.465704488803 84175.285988167801 6760.48940900245 -23146.297048269669 22755.932911823395 -2068.7480066211715 -16769.711589054183 12305.633327701114 1835.1509312931257 89033.477971383429 -26496.592368088328 -29288.230043045216 -647.56166194371315 -18669.215420497232 -240936.4128537736 49280.971341763201 -62686.671735989315 62438.474150020484 -57223.981341952996 19187.420548105842 6316.1950535386113 34997.266333348321 -44479.690058674008 -1593.9223948466545
leaf_weight=3804212 27 27004 5376 10755 10361 935 9890 637 81894 5101 1307 22786 8091 19031 5245 178 548 18789 8772 3314 53 290 294 3664 2843 4989 110466 2142 5814 143356
leaf_count=3804212 27 27004 5376 10755 10361 935 9890 637 81894 5101 1307 22786 8091 19031 5245 178 548 18789 8772 3314 53 290 294 3664 2843 4989 110466 2142 5814 143356
internal_value=0 -86.3006 -11232.6 7.76663 9209.94 19197.7 21360.7 30571.2 743.688 -14715.6 17521.9 968.474 4644.77 30.1978 -670.203 -7798.45 -6109.96 -11979.2 -20172.6 16864.5 40152.4 -40032.7 43458.6 53144.2 -47365.6 4077.59 1105.56 -13182 -22513.7 1848.64
internal_weight=0 3.86917e+06 32380 3.83679e+06 32578 21823 20888 10998 448994 6435 1334 442559 89985 352574 333543 66520 63209 50347 27561 12862 4559 3311 4506 3958 3133 8303 267023 13201 11059 253822
internal_count=4318164 3869170 32380 3836790 32578 21823 20888 10998 448994 6435 1334 442559 89985 352574 333543 66520 63209 50347 27561 12862 4559 3311 4506 3958 3133 8303 267023 13201 11059 253822
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=3 0 5 5 4 1 5 5 1 1 1 1 5 1 0 1 1 0 1 0 0 1 0 0 0 2 0 5 5 1
split_gain=3.12446e+13 2.69772e+14 1.75833e+14 2.95503e+14 1.86631e+14 1.06375e+14 2.20755e+14 9.932e+13 1.62609e+14 9.28747e+13 1.5945e+14 1.73064e+14 9.43318e+13 9.19038e+13 8.61762e+13 1.20587e+14 1.34098e+14 1.81798e+14 8.01173e+13 1.60331e+14 7.99978e+13 1.21795e+14 7.98403e+13 1.39715e+14 1.37162e+14 7.73795e+13 1.0372e+14 8.12181e+13 6.91415e+13 8.21993e+13
threshold=2.5000000000000004 60.063729500000008 42.005000000000003 59.810000000000009 2.5000000000000004 20.507360500000004 55.005000000000003 79.730000000000018 37.752451500000006 43.808567100000012 37.889331900000009 30.468306550000005 137.05000000000004 36.761894450000007 44.893607100000004 37.559851850000008 37.642309100000013 55.657530000000008 30.259484550000003 59.896318000000008 59.939091550000008 30.370618100000005 54.920670650000005 54.725565150000001 59.820733200000006 1.5000000000000002 43.642715500000008 104.75000000000001 96.015000000000015 37.275078000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 6 -4 -5 28 10 11 18 14 -14 -13 -16 17 -17 19 22 21 -20 23 -6 -24 26 27 -12 29 -9
right_child=-2 -3 3 4 9 -7 -8 8 -10 -11 25 12 13 -15 15 16 -18 -19 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2127.4797159942227 -44.106011672488052 -20831.667380530638 -63198.82241908482 -14957.079628813492 4912.2257118055559 11167.396723105514 318555.41448863642 20261.7578125 -37418.263105719954 -5081.6953111817957 73823.920057003997 15216.704836333654 262405.53734375001 10825.990595518868 -32853.596051417255 -47986.142382812504 -68695.250941705424 -403983.8512023926 -74905.804823369574 -257771.23027808778 195951.65745352287 145597.78039772727 -84849.233440896744 212081.41856617649 204096.98663146974 3672.7697059796187 21947.628054354933 278594.96753906249 -269956.76368963066 -236998.87730978263
leaf_weight=44386 4205107 5101 28 3392 90 39586 33 27 622 10573 86 265 20 53 1028 26 173 32 46 21 54 55 92 51 20 3101 4004 25 44 23
leaf_count=44386 4205107 5101 28 3392 90 39586 33 27 622 10573 86 265 20 53 1028 26 173 32 46 21 54 55 92 51 20 3101 4004 25 44 23
internal_value=0 1640.5 2702.33 6074.61 -2702.51 11370.7 143324 -22100.9 -55944.4 1319.12 8641.76 -16147.1 -31295.3 79751.9 -36614.5 -47524.1 -112811 -244399 40243.5 7740.39 97700.6 45170.4 29778.9 79845.8 -33251.7 15601.6 24591 119944 -178532 -98078.1
internal_weight=0 113057 107956 63570 23923 39647 61 4108 716 19815 9242 2026 1597 73 1524 1259 231 58 429 274 155 101 253 141 112 7216 4115 111 94 50
internal_count=4318164 113057 107956 63570 23923 39647 61 4108 716 19815 9242 2026 1597 73 1524 1259 231 58 429 274 155 101 253 141 112 7216 4115 111 94 50
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=5 5 1 4 3 1 1 1 0 0 1 0 0 3 2 4 3 1 0 0 2 0 2 1 2 3 3 1 1 0
split_gain=2.84955e+13 5.274e+13 1.30644e+14 1.72593e+14 1.25709e+14 1.20347e+14 1.27461e+14 9.90404e+13 9.21905e+13 1.5398e+14 1.92444e+14 1.33285e+14 1.26831e+14 1.38914e+14 1.13111e+14 1.14077e+14 1.54216e+14 9.805e+13 9.31182e+13 9.16116e+13 8.56027e+13 8.48977e+13 8.16818e+13 8.06206e+13 1.68464e+14 1.56455e+14 1.41757e+14 2.28132e+14 1.38339e+14 1.35399e+14
threshold=177.02500000000003 142.05000000000004 38.096381250000007 2.5000000000000004 5.5000000000000009 37.692869000000009 37.777459000000007 38.911476500000006 54.725565150000001 59.609407350000005 37.098288800000006 59.755965500000009 52.719210700000012 4.5000000000000009 4.5000000000000009 3.5000000000000004 8.5000000000000018 37.559851850000008 59.834458500000004 59.755965500000009 20.500000000000004 45.013473000000012 3.5000000000000004 49.073956850000009 22.500000000000004 19.500000000000004 23.500000000000004 60.55755580000001 47.554129950000011 53.355366400000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 8 22 -5 12 10 14 -11 -3 -14 15 -10 -17 -12 -13 23 -20 -6 -7 24 28 29 -27 -28 -9 -25
right_child=-2 2 3 7 21 6 -8 19 9 11 17 18 13 -15 -16 16 -18 -19 20 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=7.190220035953498 5772.7412087187713 -24987.795854737444 -33945.389622641516 -109645.48933486239 -27282.280312499999 238789.79977805397 28462.698604984922 -15541.414701377937 -213887.43952702705 222784.0550646552 24959.327567193934 -202910.296875 -70962.090520833328 93897.66225656704 -203381.76761436858 -74323.989158950615 219085.69293478262 -151877.05303819446 13156.038263838131 -111419.4946097605 -195534.15437500001 124953.36025142769 70074.445143229168 45172.340164620538 -177776.43526785716 107799.47423541173 -192670.22706249999 32822.292814877161 -90911.44686367485 -16837.086682481702
leaf_weight=4297453 8534 219 106 109 45 55 329 3289 37 29 243 21 60 345 97 81 23 36 1141 95 20 197 60 385 70 211 50 437 263 4124
leaf_count=4297453 8534 219 106 109 45 55 329 3289 37 29 243 21 60 345 97 81 23 36 1141 95 20 197 60 385 70 211 50 437 263 4124
internal_value=0 -11.4313 -6583.25 -12238.1 56867.5 12389.5 60139.9 -14900.4 3375.43 -8521.77 -54208.1 10982.6 36321.5 69474 -120265 -63085.9 -9435.31 2141.73 5786.16 -13743.2 9561.03 96645.1 150764 -12692.2 -24149.6 -4722.35 39334.6 9671.11 -21122 -11542.4
internal_weight=0 4.30963e+06 12177 9381 348 2796 444 9033 2352 1728 517 1211 624 405 238 141 104 279 1182 8924 1161 242 115 8829 3622 5207 698 487 3552 4509
internal_count=4318164 4309630 12177 9381 348 2796 444 9033 2352 1728 517 1211 624 405 238 141 104 279 1182 8924 1161 242 115 8829 3622 5207 698 487 3552 4509
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 6 0 0 0 3 5 1 5 0 0 1 0 3 5 3 3 0 1 0 0 1 0 6 0 0
split_gain=2.73586e+13 6.12996e+14 4.88044e+14 5.13368e+14 6.23622e+14 1.52497e+15 9.25273e+14 6.88893e+14 4.42415e+14 3.64468e+14 3.38034e+14 3.02696e+14 2.33911e+14 2.22711e+14 3.02309e+14 1.61856e+15 3.35234e+15 5.06591e+14 4.16922e+14 2.21112e+14 2.20912e+14 2.12086e+14 3.78116e+14 3.85391e+14 1.26084e+15 8.526e+14 6.26208e+14 3.71417e+14 3.03026e+14 9.12565e+14
threshold=38.633372000000001 38.096381250000007 54.194619400000008 55.701368300000006 18.500000000000004 1.5000000000000002 55.388132500000005 55.212972300000011 54.484631300000011 19.500000000000004 54.990000000000002 38.151577750000008 88.015000000000015 56.501468900000013 56.281985950000006 38.233559750000005 56.320495600000008 10.500000000000002 71.00500000000001 11.500000000000002 11.500000000000002 44.732363600000006 37.944765900000007 55.719391050000006 55.695992150000002 37.971176850000006 55.795550600000006 1.5000000000000002 54.864040150000001 54.970187400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 12 4 5 7 8 -4 -7 13 -8 -12 -3 14 -5 20 17 18 -17 -10 -16 -1 -23 24 28 26 -25 -26 -24 -30
right_child=-2 2 3 9 -6 6 10 -9 19 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 23 25 27 -27 -28 -29 29 -31
leaf_value=7315.884041226961 -164.20948393205276 -5018.6746477952129 198418.27129532254 1170.8269770924687 -17453.950411935828 211003.8973610102 29073.199831059985 12057.86273175003 -22366.017935549269 112251.38056092634 128032.13984913324 52762.804847495412 -76511.521947676811 -31466.353166915 15075.3398694143 400997.60566431819 -2102.0317336601352 243311.14480024413 827826.77692307695 107274.39587366441 -25429.984327711951 43.220320640056684 -51714.682628071365 -93501.156255450915 65366.511676370821 -7887.2839045483825 -25143.834018353929 17834.393195930552 46738.921339686363 -20430.022896071081
leaf_weight=37169 3029015 12523 780 22868 2727 86 7701 266 4032 323 644 3136 475 1553 6200 191 737 250 26 136 1720 1129338 1848 2109 2858 27945 3676 3870 2454 11508
leaf_count=37169 3029015 12523 780 22868 2727 86 7701 266 4032 323 644 3136 475 1553 6200 191 737 250 26 136 1720 1129338 1848 2109 2858 27945 3676 3870 2454 11508
internal_value=0 385.83 9745.31 13976.8 26898.8 34106.4 26334 151026 -13503.6 6533.74 41094.8 65586.5 -7631.32 5515.8 7311.04 22700.6 130725 340347 452138 -18135.9 6278.73 -122.215 -355.401 -8356.02 1768.41 -15121 -50064.4 38025.7 -13661 -8624.22
internal_weight=0 1.28915e+06 66374 53376 19508 16781 15735 1046 4254 33868 11481 3780 12998 33545 31992 9124 1204 467 217 4168 7920 1.22278e+06 1.18561e+06 56268 22538 33730 5785 6728 15810 13962
internal_count=4318164 1289149 66374 53376 19508 16781 15735 1046 4254 33868 11481 3780 12998 33545 31992 9124 1204 467 217 4168 7920 1222775 1185606 56268 22538 33730 5785 6728 15810 13962
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=3 0 5 5 0 1 1 4 5 0 2 0 2 1 5 0 1 4 0 0 0 0 5 5 0 0 1 4 1 0
split_gain=2.7275e+13 2.19377e+14 1.42953e+14 2.42557e+14 1.46916e+14 1.78749e+14 2.39552e+14 1.0633e+14 1.52049e+14 1.18804e+14 8.85521e+13 2.04968e+14 8.56779e+13 8.47257e+13 1.19784e+14 8.4802e+13 8.14902e+13 8.0085e+13 7.59874e+13 7.40672e+13 3.10784e+14 2.91204e+14 6.76784e+13 6.69876e+13 6.21963e+13 1.34087e+14 8.6627e+13 6.09146e+13 9.32913e+13 7.38323e+13
threshold=2.5000000000000004 60.063729500000008 42.005000000000003 63.855000000000011 59.939091550000008 37.855187800000003 40.247294600000011 2.5000000000000004 96.015000000000015 59.609407350000005 1.5000000000000002 43.642715500000008 1.5000000000000002 20.507360500000004 55.005000000000003 54.708501450000007 36.585378200000001 2.5000000000000004 45.047272400000004 55.885524800000006 55.674875350000008 56.009576300000013 132.05000000000004 82.00500000000001 57.265292900000006 57.147575200000006 61.880021000000006 4.5000000000000009 39.188277450000008 45.029420750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 7 10 8 9 -5 11 23 19 14 -4 -16 -10 -8 -12 20 -9 -21 -23 -7 25 -19 -27 -13 29 -29
right_child=-2 -3 3 4 -6 6 17 12 16 -11 18 27 -14 -15 15 -17 -18 24 -20 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-1864.594653240862 -41.209102277450732 -18732.063313103808 -56883.980071149563 -79255.613813368065 110894.69224076705 110295.75325797874 -33876.202415857777 -5556.4462519975141 -394686.09204545454 169448.38377976191 -24903.840985538161 19913.691822767138 -51210.54389392984 9221.8772212431122 57885.420768229167 310078.85625000001 -130797.70531250001 -6430.2853655000408 13795.900888877148 290195.12003906252 -320017.66877367423 13803.120491727943 -180671.22177734377 297875.84150390624 -36676.291247057699 -21843.983621724448 141067.49664522058 330709.99970238097 4045.498783299181 100132.22693407012
leaf_weight=44386 4205107 5101 28 225 110 47 1259 660 22 21 751 2745 669 45544 24 30 25 8620 1564 40 33 170 20 32 658 48 102 21 61 41
leaf_count=44386 4205107 5101 28 225 110 47 1259 660 22 21 751 2745 669 45544 24 30 25 8620 1564 40 33 170 20 32 658 48 102 21 61 41
internal_value=0 1532.76 2490.28 5530.96 -4318.84 -5029.47 -1587.67 -34150.6 -89512.4 -58024.8 15878 27375.7 -23961.5 9404.73 110962 197993 -254320 -10187.3 1241.47 -4211.19 -20530.8 44960.5 -6667.86 186278 -7023.94 -4799.17 88935.8 22998.7 91846.4 178231
internal_weight=0 113057 107956 63570 17944 17834 15949 1885 293 246 5262 2947 1592 45626 82 54 47 10687 2315 923 693 230 190 79 9428 8770 150 2868 123 62
internal_count=4318164 113057 107956 63570 17944 17834 15949 1885 293 246 5262 2947 1592 45626 82 54 47 10687 2315 923 693 230 190 79 9428 8770 150 2868 123 62
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 1 1 3 1 3 0 1 6 5 5 1 0 5 0 3 5 4 1 1 6 1 5 3 0 1
split_gain=2.75129e+13 3.04918e+14 3.5481e+14 2.26973e+14 4.74488e+14 5.58433e+14 4.26137e+14 4.31362e+14 3.46634e+14 3.33724e+14 3.11753e+14 5.08802e+14 2.94716e+14 2.8914e+14 2.69708e+14 2.61892e+14 2.3734e+14 2.24552e+14 2.60687e+14 3.6198e+14 2.17594e+14 2.49645e+14 2.01127e+14 2.17371e+14 2.51996e+14 2.09054e+14 1.83003e+14 1.82938e+14 3.22824e+14 3.17642e+14
threshold=56.663136550000011 56.367862600000002 38.096381250000007 56.895161300000005 57.057093650000006 61.284352600000013 61.284352600000013 11.500000000000002 60.55755580000001 11.500000000000002 56.791364150000007 60.648383500000008 1.5000000000000002 49.010000000000012 101.05000000000001 59.76223980000001 56.831297550000009 42.005000000000003 56.758269450000007 26.500000000000004 53.385000000000012 2.5000000000000004 60.08989780000001 60.479177250000006 1.5000000000000002 53.664171200000006 69.610000000000014 9.5000000000000018 56.802385350000009 60.58031445000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 9 7 22 12 15 17 20 -9 -14 -11 -5 -13 -10 19 -19 -12 -22 25 24 -24 -2 -4 -25 -29 -30
right_child=3 2 26 4 -6 -7 -8 8 10 14 11 16 13 -15 -16 -17 -18 18 -20 -21 21 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=-18.210984109777403 4675.6633467094052 -40930.589906563364 -3277.379964318267 -26758.637449321035 240.20961446838638 -60082.274521652085 -34724.409012423079 1629.4346683045403 5696.6702873887125 -24529.537617807833 5357.6436353673353 -45333.508141364022 -5468.4012985776681 -30221.776974535533 -164207.88646456672 2470.9664587749412 -3715.1887485660091 9537.6423252723525 -32760.863656170277 266452.6469941737 36983.423717737824 11060.401625203331 17544.485774087887 7994.3480747671638 74126.533918180736 -22983.938569808804 -21860.854980774737 6542.9373555114717 12846.033183284244 64884.836006551959
leaf_weight=3334748 28618 3066 39301 3686 722972 2271 2846 14823 4644 7064 11682 1850 9957 8970 141 18204 5284 778 4876 59 7192 7684 2485 54127 1152 3021 6125 5789 2114 2635
leaf_count=3334748 28618 3066 39301 3686 722972 2271 2846 14823 4644 7064 11682 1850 9957 8970 141 18204 5284 778 4876 59 7192 7684 2485 54127 1152 3021 6125 5789 2114 2635
internal_value=0 -132.691 -8005.35 480.172 -282.185 -12323.1 3664.66 4279.36 -1304.23 -8595.32 4538.52 9202.86 -8929.93 -17199.7 -27263 -2450.93 -14507.7 -10634.9 -23910.6 27647.5 15572 23593.2 8625.9 11679.1 35466.5 2034.63 -5783.08 10341.2 22395.6 41720
internal_weight=0 3.38324e+06 48492 934924 754338 31366 180586 177740 77799 29095 44049 33692 33750 18927 7205 21890 7134 10357 5713 837 26558 14876 99941 68302 3637 31639 45426 64665 10538 4749
internal_count=4318164 3383240 48492 934924 754338 31366 180586 177740 77799 29095 44049 33692 33750 18927 7205 21890 7134 10357 5713 837 26558 14876 99941 68302 3637 31639 45426 64665 10538 4749
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 5 6 1 0 3 1 0 3 0 1 5 1 0 1 0 5 0 6 1 0 1 0 3 1 1
split_gain=2.70633e+13 4.33323e+14 2.42538e+14 4.49403e+14 2.35817e+14 2.11715e+14 2.05166e+14 2.07395e+14 2.12246e+14 1.86855e+14 1.96114e+14 1.75751e+14 1.72488e+14 2.55394e+14 1.54176e+14 1.70808e+14 1.53492e+14 3.49833e+14 2.45858e+14 4.11926e+14 3.05369e+14 2.23306e+14 4.12225e+14 2.1281e+14 4.82646e+14 4.83982e+14 1.1861e+15 6.69373e+14 4.19811e+14 3.30965e+14
threshold=65.480823400000006 61.463701450000009 57.106514900000001 57.265292900000006 65.58467570000002 87.395000000000024 1.5000000000000002 65.551978750000004 57.178027650000011 22.500000000000004 65.551978750000004 57.117834900000013 4.5000000000000009 57.117834900000013 65.520339550000017 78.710000000000022 82.784560750000011 60.693675950000006 65.659480050000013 55.099723300000008 85.91500000000002 54.194619400000008 1.5000000000000002 82.91993380000001 55.012873400000011 82.902675200000019 55.02863030000001 13.500000000000002 82.926290250000008 82.940215400000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 7 -2 11 12 14 -9 13 -8 -11 -16 17 18 -6 21 -21 -20 -23 24 -18 -26 27 -27 -25 -30
right_child=4 2 3 -5 16 -7 9 8 -10 10 -12 -13 -14 -15 15 -17 23 -19 19 20 -22 22 -24 28 25 26 -28 -29 29 -31
leaf_value=-34.085168041987032 7927.8024166676905 -16104.123134594913 16487.715070281189 -25664.837985018807 -652.91172753444505 -75447.159798361143 116653.66567213059 23487.219209830557 -5292.4245726077697 34628.481105973988 12807.341296475985 64963.562547444242 1453.6983894311279 10949.048131988526 95981.483638961232 298303.92713694851 -1251.2304915730267 22438.894817310877 -20970.304749528746 -26435.550157667039 -123399.34985050019 -26755.352871570722 13965.913990535806 -16729.872322844716 2690.0937002511655 103454.30977948126 16246.080452713624 505236.09156976745 10182.739500657572 -272.0127196508538
leaf_weight=3098703 9938 20897 6700 4063 32084 619 320 2152 1159 144 547 1945 48246 800 108 68 75112 4439 5663 9737 336 3409 9181 15087 32778 1162 25322 43 31364 876038
leaf_count=3098703 9938 20897 6700 4063 32084 619 320 2152 1159 144 547 1945 48246 800 108 68 75112 4439 5663 9737 336 3409 9181 15087 32778 1162 25322 43 31364 876038
internal_value=0 -154.155 -11680.6 575.254 406.558 -17811.4 6242.34 16424.3 32489.5 3162.59 49184.3 43177.6 2354.32 41150.4 111366 174152 66.1824 -4656.2 -6647.18 -13436.7 -29669.9 -4478.32 2939.8 355.935 4073.26 10816.9 20858.8 117792 -185.721 89.3518
internal_weight=0 3.13098e+06 32279 10763 1.18718e+06 21516 65427 15194 5256 50233 867 4097 49366 1120 320 176 1.12176e+06 64849 60410 28326 10073 18253 12590 1.05691e+06 134417 59305 26527 1205 922489 907402
internal_count=4318164 3130982 32279 10763 1187182 21516 65427 15194 5256 50233 867 4097 49366 1120 320 176 1121755 64849 60410 28326 10073 18253 12590 1056906 134417 59305 26527 1205 922489 907402
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=3 3 2 5 5 5 4 1 5 5 1 5 5 1 5 1 1 6 4 1 1 0 0 3 0 1 5 0 4 5
split_gain=2.88158e+13 1.35046e+14 1.87048e+14 1.81443e+14 2.04084e+14 1.66195e+14 2.12288e+14 1.8581e+14 2.42647e+14 2.67267e+14 2.16843e+14 1.71286e+14 1.6225e+14 1.59103e+14 1.51227e+14 2.09055e+14 4.32147e+14 1.48599e+14 1.64618e+14 1.63388e+14 2.97544e+14 3.53219e+14 1.70993e+14 1.48157e+14 1.48672e+14 4.86904e+14 1.67652e+14 1.60257e+14 1.46275e+14 1.57338e+14
threshold=10.500000000000002 12.500000000000002 1.5000000000000002 33.805000000000007 84.030000000000015 73.010000000000005 2.5000000000000004 39.753614400000011 41.995000000000012 18.050000000000004 82.926290250000008 62.385000000000012 72.705000000000013 20.507360500000004 65.50500000000001 37.39371280000001 37.832345550000007 1.5000000000000002 2.5000000000000004 38.633372000000001 30.451272450000005 55.885524800000006 55.851332700000007 13.500000000000002 44.039893800000009 39.704585000000002 57.995000000000012 43.642715500000008 3.5000000000000004 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 13 6 23 8 9 -8 -9 -10 -12 -5 15 -13 -17 -15 -19 20 -20 22 -22 24 25 27 -26 -3 29 -7
right_child=1 5 3 4 -6 28 7 10 11 -11 12 14 -14 17 -16 16 -18 18 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=201.12072711160567 -15111.973179817602 174831.86439880618 8831.7087918667039 59599.486972909901 6797.5837845542674 -2962.4283982697234 67291.593708147324 -6390.7655604347965 27842.721717000561 -83060.645675833061 22326.914609653813 25973.293045856619 -15018.644390291614 424.95221525360421 13298.799231243625 -50342.405144825512 19308.451552559127 -5035.0174805325596 -38548.836400673674 -26663.696525496256 -696.42137954281259 47984.748427238599 -57736.007458039574 -21.613004072649915 1212.3022033059356 -19.917747780520543 18017.574953419633 62155.215782165527 5745.907209873144 -67531.552126090246
leaf_weight=2688514 11873 249 13857 385 18017 232048 154 16473 6192 509 5591 1442 1469 38042 18813 1985 1616 71074 2077 7760 3614 1465 615 1118914 25388 1154 7748 256 20492 378
leaf_count=2688514 11873 249 13857 385 18017 232048 154 16473 6192 509 5591 1442 1469 38042 18813 1985 1616 71074 2077 7760 3614 1465 615 1118914 25388 1154 7748 256 20492 378
internal_value=0 -331.799 -3009.98 -2094.23 -3152.61 -22.3801 465.675 6579.46 11702.8 -48137.2 -106.561 13023.1 14556.3 -4586.43 9176.58 -6201.41 -19085.6 -4784.68 -7073.05 -16399.7 -6150.15 5667.92 -8991.37 178.222 6604.4 35817.9 5141.78 117713 -2353.36 -3067.44
internal_weight=0 1.62965e+06 168779 156906 143049 1.46087e+06 1.20795e+06 54244 30711 663 23533 30048 7060 125032 23856 5043 3601 124647 86605 15531 7771 5694 4229 1.15371e+06 34795 1659 33136 505 252918 232426
internal_count=4318164 1629650 168779 156906 143049 1460871 1207953 54244 30711 663 23533 30048 7060 125032 23856 5043 3601 124647 86605 15531 7771 5694 4229 1153709 34795 1659 33136 505 252918 232426
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=5 6 4 3 4 0 0 2 3 0 1 0 1 1 3 1 1 3 0 2 2 1 4 0 0 0 3 4 3 1
split_gain=2.75592e+13 7.23123e+13 7.32001e+13 2.3366e+14 2.09885e+14 2.9305e+14 1.38925e+14 1.30697e+14 1.05232e+14 1.04646e+14 2.41162e+14 2.17276e+14 1.11433e+14 1.25018e+14 1.04085e+14 1.48066e+14 1.03676e+14 9.50908e+13 9.02941e+13 8.85974e+13 7.76357e+13 7.30596e+13 1.22967e+14 8.52153e+13 1.28319e+14 7.27872e+13 1.03464e+14 2.66988e+14 1.6042e+14 1.51917e+14
threshold=225.45000000000002 1.5000000000000002 2.5000000000000004 10.500000000000002 3.5000000000000004 45.087005000000012 45.029420750000007 1.5000000000000002 2.5000000000000004 45.029420750000007 38.633372000000001 54.762542150000009 38.959914000000005 40.810045900000013 2.5000000000000004 55.957851400000003 37.855187800000003 4.5000000000000009 43.056445700000005 17.500000000000004 4.5000000000000009 30.425002000000003 1.0000000180025095e-35 55.078308950000007 43.514103700000014 54.990279300000005 4.5000000000000009 4.5000000000000009 9.5000000000000018 52.307266200000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -4 -3 -7 10 -6 14 19 -14 -11 -16 -10 -17 -15 -12 -8 -9 -23 24 -24 -13 -27 28 29 -28
right_child=1 2 4 -5 9 8 20 21 16 11 12 25 13 18 15 17 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-7.9406384256363971 -30063.636585184275 -11150.314213908219 -14840.879780505953 -56050.057507780082 225652.54310344826 5182.9327659254814 77559.296323939736 -48512.621569293478 -22420.296055327868 -60094.664824695123 -341060.28641826927 -45990.511384431309 65201.409717548086 -14754.533562500001 83010.17764892579 419294.1513586957 -171008.06937806375 131739.5664402174 -201248.32094907408 -64898.811904761911 320007.92599999998 314256.10500710231 169727.77501220704 110960.23446587048 13936.805848452921 59741.411430676948 -86652.095555555556 22406.041820301605 -3475.9057547433035 -352757.47827743902
leaf_weight=4313902 446 238 84 241 29 65 28 46 61 41 26 222 65 50 304 23 204 23 54 21 25 22 64 331 304 379 45 717 63 41
leaf_count=4313902 446 238 84 241 29 65 28 46 61 41 26 222 65 50 304 23 204 23 54 21 25 22 64 331 304 379 45 717 63 41
internal_value=0 8037.34 12490.4 32381.6 2846.73 -57796.9 65147.6 53587.5 -108838 16313.5 -45116.6 24413.8 -81469.8 -43592 90652.1 108311 -136805 275517 -111588 -217669 191922 73675.7 81471.3 74144.8 41030.9 6759.27 16165.3 -2905.6 -124707 -213516
internal_weight=0 4262 3816 1246 2570 467 137 1005 330 2103 245 1858 216 169 391 350 265 46 104 47 53 767 721 699 368 1467 1245 866 149 86
internal_count=4318164 4262 3816 1246 2570 467 137 1005 330 2103 245 1858 216 169 391 350 265 46 104 47 53 767 721 699 368 1467 1245 866 149 86
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=1 5 0 0 0 1 1 4 3 0 1 5 0 3 5 5 5 5 4 3 0 0 0 5 4 5 1 4 5 1
split_gain=2.73839e+13 8.64822e+13 2.70234e+14 1.08945e+15 4.0311e+14 7.60166e+14 5.29923e+14 2.7698e+14 2.37747e+14 2.36893e+14 2.21152e+14 2.2499e+14 3.93014e+14 3.13995e+14 2.59443e+14 1.91963e+14 1.52899e+14 2.08238e+14 1.43098e+14 1.40047e+14 1.31456e+14 1.68686e+14 1.2169e+14 1.34931e+14 1.26347e+14 1.20253e+14 1.20097e+14 1.1457e+14 1.06849e+14 1.04626e+14
threshold=83.015546400000019 70.00500000000001 54.811549550000009 54.986619450000006 54.864040150000001 83.093115700000013 83.140147550000009 4.5000000000000009 15.500000000000002 54.934662400000008 83.761389800000003 105.35000000000001 53.310923100000004 5.5000000000000009 116.06000000000002 93.00500000000001 132.05000000000004 120.05000000000001 3.5000000000000004 8.5000000000000018 53.37994195000001 53.310923100000004 63.563300600000012 74.610000000000014 2.5000000000000004 142.05000000000004 83.140147550000009 1.0000000180025095e-35 64.405000000000015 92.928903050000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 10 4 5 -4 15 8 16 -10 11 -3 14 -14 -13 -7 17 19 -17 -6 21 -12 23 -5 27 -15 -11 -25 -2 -26
right_child=1 2 3 22 7 6 -8 -9 9 26 20 12 13 25 -16 18 -18 -19 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-68.576262589048227 840.57152077918329 -11232.083472834489 23644.137903591807 22984.215391851769 28332.348549164763 287603.93200273725 1957.9549107142859 -85289.295871930808 117473.81384731666 -50149.594581946556 3505.7929073066443 -83071.119483612812 -17808.813533293443 -109188.33397240425 237222.81830018942 626504.2972222222 193783.83998786411 -72520.049245383518 292889.92812500003 92482.608329881856 -13709.695326032843 38119.476098652536 -60495.157366380925 53644.692594587061 9308.6125527302665 -219777.66343858509 160744.97854635306 -31217.35619436733 -6810.8544733702192 -11883.963232465041
leaf_weight=4020050 238410 4846 241 3221 454 137 56 140 133 392 8149 41 346 310 66 36 103 99 20 1359 3249 1702 293 175 9346 144 29 1750 19764 3103
leaf_count=4020050 238410 4846 241 3221 454 137 56 140 133 392 8149 41 346 310 66 36 103 99 20 1359 3249 1702 293 175 9346 144 29 1750 19764 3103
internal_value=0 924.747 5255.11 13032.8 66781.8 150248 272784 51684.6 59149.1 1131.73 -3444.17 -19787.6 -65498.8 -89572.8 114493 351366 75100.2 68706.7 507356 76418.5 3733.23 9486.15 3420.55 4484.91 339.488 -144265 -35622.4 -23502.6 254.832 4026.22
internal_weight=0 298114 39940 21087 3199 490 249 2709 2569 554 18853 5753 907 800 107 193 2015 1912 56 1813 13100 9851 17888 17595 14374 454 421 1925 258174 12449
internal_count=4318164 298114 39940 21087 3199 490 249 2709 2569 554 18853 5753 907 800 107 193 2015 1912 56 1813 13100 9851 17888 17595 14374 454 421 1925 258174 12449
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=5 1 4 5 0 1 2 1 0 0 5 4 0 1 1 4 1 1 6 1 3 1 5 0 0 1 1 5 3 3
split_gain=2.69947e+13 6.4803e+13 7.14168e+13 9.25322e+13 1.01786e+14 8.96558e+13 4.73694e+13 8.43544e+13 6.98309e+13 8.31178e+13 8.08761e+13 7.52717e+13 9.21064e+13 6.29137e+13 8.48029e+13 8.64171e+13 6.28676e+13 5.82954e+13 5.36753e+13 5.25167e+13 1.9421e+14 6.51576e+13 5.96112e+13 5.81373e+13 7.13544e+13 5.20204e+13 1.05188e+14 4.86159e+13 4.77464e+13 6.70566e+13
threshold=25.005000000000006 30.425002000000003 1.5000000000000002 21.015000000000004 59.904813200000007 30.323743050000001 2.5000000000000004 38.891822450000006 55.518428350000008 55.885524800000006 13.050000000000002 1.0000000180025095e-35 55.576287050000012 37.559851850000008 37.328003200000005 1.5000000000000002 37.582182450000005 37.889331900000009 1.5000000000000002 37.642309100000013 5.5000000000000009 37.752451500000006 16.850000000000005 55.727011600000004 55.777112100000004 38.096381250000007 38.151577750000008 13.050000000000002 7.5000000000000009 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 16 8 17 10 13 28 18 14 -10 -16 -3 -8 -13 20 23 -21 -22 -18 27 -14 -27 -25 -12 -30
right_child=-2 6 3 -5 5 -7 7 -9 9 -11 11 12 25 -15 15 -17 19 -19 -20 21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-10771.10779178154 43.966301092184288 -11580.318372948805 -10559.466337316177 -131933.23854166668 78907.18756009615 313446.31316964288 -16796.741726985911 -1351.0298679068364 9779.7319618055553 -2106.4103156588658 -19975.622687882842 -30114.128469254829 8063.2616800973592 29226.604965777104 57955.813049316406 273931.72903719818 -11243.649817250571 17044.02308806236 27718.598766190378 -15835.686183818809 -21435.973354607817 -1349.6032600432623 11030.746530632694 31479.680667789842 11302.693610341063 194893.74526909724 -6647.6054431352459 102367.50441485431 32328.151684548342 11365.678296733706
leaf_weight=8783 4188645 7725 51 21 39 28 2109 54243 45 5323 301 1033 4644 226 32 44 120 671 190 3448 1061 31214 1211 131 186 45 61 370 2778 3386
leaf_count=8783 4188645 7725 51 21 39 28 2109 54243 45 5323 301 1033 4644 226 32 44 120 671 190 3448 1061 31214 1211 131 186 45 61 370 2778 3386
internal_value=0 -1421.87 -9645.58 61473 95892.7 176924 -813.464 728.288 6127.97 8393.46 12765 11436.6 3343.23 60382.9 118576 182995 -3361.16 -8628.7 -21129.5 -1678.82 10837.1 -2790.61 -4130.87 52977.5 64195.2 9644.32 78912.4 83832 18914 20813.1
internal_weight=0 129519 8922 139 118 67 120597 75131 20888 18108 12785 12438 5973 347 121 76 45466 2780 1223 37741 3079 34662 2272 807 687 4750 106 501 6465 6164
internal_count=4318164 129519 8922 139 118 67 120597 75131 20888 18108 12785 12438 5973 347 121 76 45466 2780 1223 37741 3079 34662 2272 807 687 4750 106 501 6465 6164
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 0 5 1 0 5 0 3 1 1 3 0 6 1 5 5 5 4 3 3 0 1 0 5 0 1
split_gain=2.67936e+13 3.66825e+14 3.29598e+14 1.96619e+14 1.58922e+14 4.72185e+14 6.29863e+14 4.57104e+14 3.41541e+14 4.07616e+14 3.3995e+14 6.05501e+14 9.62813e+14 5.83974e+14 4.71246e+14 2.72924e+14 3.08007e+14 3.28615e+14 2.65845e+14 2.49826e+14 2.3541e+14 2.34708e+14 2.22598e+14 2.17932e+14 4.85155e+14 5.41161e+14 4.90834e+14 7.636e+14 5.24071e+14 4.35406e+14
threshold=56.121679000000007 56.093493200000005 64.020000000000024 10.500000000000002 39.826386800000009 59.609407350000005 73.010000000000005 39.899261850000009 57.60800230000001 40.405000000000008 56.301440000000007 7.5000000000000009 38.233559750000005 39.262370300000008 23.500000000000004 57.641335050000002 1.5000000000000002 39.863684800000009 64.405000000000015 41.005000000000003 105.35000000000001 2.5000000000000004 5.5000000000000009 5.5000000000000009 59.853570100000006 30.410108300000001 59.916647550000008 62.015000000000008 59.882016200000002 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 10 8 -6 -10 11 -2 -13 14 19 16 17 -11 -18 -14 21 -8 -19 24 25 -7 27 29 -29 -26
right_child=4 2 3 -5 7 23 20 -9 9 15 -12 12 13 -15 -16 -17 18 22 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-39.041130683702654 -8653.5745428510781 -5591.8127690047468 -21312.130470831577 -62429.765581396496 2519.6162026961611 8908.1292471554661 -64100.224451671987 941.93594966545993 -4670.2603372848707 84583.727772918472 -7364.7112493247323 20320.562641401721 137392.53680227988 -72693.595750000008 17898.998456249999 -3937.9015165902661 39565.755030127271 33150.589216164983 83950.595244684664 293946.21610777953 -82502.95074920998 -19082.548279598996 -36361.077402719886 -550.38789382209131 2054.7685828849972 47744.643433206926 6009.7138462029588 -1926.6762772171587 -92187.6404041567 -86149.330998883932
leaf_weight=3173191 6245 25503 5176 1500 11687 12679 1445 591168 3213 508 70447 3946 159 100 125 1423 3653 816 2140 284 890 5834 1058 333851 9420 5004 43230 972 1902 595
leaf_count=3173191 6245 25503 5176 1500 11687 12679 1445 591168 3213 508 70447 3946 159 100 125 1423 3653 816 2140 284 890 5834 1058 333851 9420 5004 43230 972 1902 595
internal_value=0 -146.769 -10769.9 -30550.7 422.764 -907.147 -7485.49 1496.62 14881.8 26159.4 -4826.02 11643.6 39115.5 150141 189372 36479.9 43515.3 13244.9 55962 237757 -33955.2 -28019.3 -6093.46 536.722 5454.37 19898.2 903.141 -16224.4 -61661 -3185.51
internal_weight=0 3.20537e+06 32179 6676 1.11279e+06 497128 89475 615666 24498 12811 81306 10859 4614 668 568 9598 8175 2382 5793 443 8169 7279 1874 407653 73802 17683 56119 12889 2874 10015
internal_count=4318164 3205370 32179 6676 1112794 497128 89475 615666 24498 12811 81306 10859 4614 668 568 9598 8175 2382 5793 443 8169 7279 1874 407653 73802 17683 56119 12889 2874 10015
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 5 3 6 0 0 0 3 3 6 2 5 4 4 1 0 5 1 5 3 3 5 0 1 5 0
split_gain=2.66036e+13 4.88474e+14 3.99359e+14 4.12813e+14 5.21336e+14 4.9509e+14 3.54455e+14 6.35833e+14 5.48058e+14 4.62977e+14 3.62575e+14 2.46218e+14 2.41802e+14 2.22614e+14 2.67586e+14 2.47058e+14 2.84497e+14 2.32502e+14 3.06642e+14 2.28583e+14 4.99448e+14 2.05648e+14 2.05133e+14 2.42266e+14 2.10618e+14 2.03163e+14 2.02858e+14 2.81061e+14 2.00221e+14 1.98101e+14
threshold=38.633372000000001 38.096381250000007 54.194619400000008 55.701368300000006 38.151577750000008 52.710000000000008 17.500000000000004 1.5000000000000002 55.388132500000005 55.212972300000011 54.484631300000011 17.500000000000004 11.500000000000002 1.5000000000000002 8.5000000000000018 49.995000000000012 1.5000000000000002 1.5000000000000002 30.315880100000005 59.990816400000007 63.855000000000011 37.503486000000002 58.305000000000007 5.5000000000000009 25.500000000000004 71.00500000000001 63.563300600000012 33.101335500000005 110.05000000000001 59.853570100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 28 4 5 -4 7 9 10 12 -9 -5 -6 14 15 16 -1 18 -17 -20 -21 -18 23 -19 29 -14 -15 -28 -3 -24
right_child=-2 2 3 11 6 -7 -8 8 -10 -11 -12 -13 25 26 -16 17 21 22 19 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2426.8184100598569 -161.9278478031577 -5852.5833641397294 33847.56538639003 4899.3364939341109 -100312.16979631697 119619.11585876314 -14158.124000470685 189831.17569040699 32363.630208115159 5786.6586311272822 -17903.683597335483 79365.312574164505 174932.49224055506 1009.7751560531684 698.87496163811318 45658.022531499133 25216.654990618641 18439.476340428813 -9336.0148797065231 -28688.899144969269 324354.05730350385 -6197.4208842707176 -10345.46048480259 -17989.258120672268 17826.919985267868 383947.85185185191 11501.356639487196 -70965.697419122778 -143211.77346533662 411.10464406135566
leaf_weight=100702 3029015 12891 2037 33418 28 1005 2969 86 9120 226 3648 450 335 782807 209932 1858 6718 1955 3591 102 66 3021 54146 27580 3588 54 751 919 107 25039
leaf_count=100702 3029015 12891 2037 33418 28 1005 2969 86 9120 226 3648 450 335 782807 209932 1858 6718 1955 3591 102 66 3021 54146 27580 3588 54 751 919 107 25039
internal_value=0 380.47 8735.41 12563.2 24150.8 62184.3 17124.3 24005.6 19151.2 121049 -13119.2 5888.76 183518 -73.0488 -1878.18 -4247.21 -848.438 -7430.27 12424.4 -4002.27 110007 15472.1 -8423.29 -15577.9 -5870.38 203947 935.501 -33880.2 -6983.33 -6944.14
internal_weight=0 1.28915e+06 66374 53376 19508 3042 16466 13497 12854 643 3734 33868 417 1.22278e+06 438298 228366 110441 117925 5617 3759 168 9739 112308 29535 82773 389 784477 1670 12998 79185
internal_count=4318164 1289149 66374 53376 19508 3042 16466 13497 12854 643 3734 33868 417 1222775 438298 228366 110441 117925 5617 3759 168 9739 112308 29535 82773 389 784477 1670 12998 79185
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 5 0 0 3 1 0 3 6 3 0 4 0 5 3 0 5 6 0 3 1 5 4 3 3 1
split_gain=2.82258e+13 1.63426e+14 1.24116e+14 2.00623e+14 3.70494e+14 2.36543e+14 3.63542e+14 2.21524e+14 2.10068e+14 1.78169e+14 3.75343e+14 6.35603e+14 6.06291e+14 2.97009e+14 2.38974e+14 2.28205e+14 1.96304e+14 2.83517e+14 2.71327e+14 3.854e+14 2.31884e+14 2.29047e+14 2.56079e+14 2.21956e+14 2.73953e+14 2.27483e+14 4.58348e+14 1.83857e+14 3.21201e+14 2.21285e+14
threshold=30.160599000000001 54.648549400000007 30.243224600000001 59.939091550000008 59.846652800000008 86.810000000000016 59.853570100000006 59.755965500000009 11.500000000000002 30.207352000000004 60.063729500000008 13.500000000000002 1.5000000000000002 15.500000000000002 60.063729500000008 2.5000000000000004 59.990816400000007 72.010000000000005 12.500000000000002 60.029906750000002 56.835000000000008 1.5000000000000002 60.035045000000004 12.500000000000002 30.226173900000003 54.990000000000002 1.5000000000000002 19.500000000000004 23.500000000000004 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 -2 -5 10 12 -12 -10 -13 16 -14 17 23 19 -18 -20 -21 -23 24 25 -11 -27 -22 29 -29
right_child=2 -3 -4 8 5 6 -8 -9 9 14 11 13 15 -15 -16 -17 18 -19 20 21 27 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-101951.5205149267 -70524.910984815433 2191.9551246319802 26.659449339337193 -17990.04392066893 -19524.343646688951 48855.068467768324 -106988.06529680375 11807.924019154056 -71732.864771715074 -38779.987254446991 -299311.28581730771 294623.49343065696 24848.782738570466 -52770.494570312498 -68564.588627615231 104474.2003217563 -35128.810136143198 71262.52781876162 831.19810471237406 45889.874638847905 -42035.950445666211 294073.18501420453 -46313.878049395164 26956.223002551742 43631.55203631366 -480041.7365853659 -81842.987034638078 88744.080212656656 -27283.734937058238 -78298.612003495073
leaf_weight=151 347 71252 4195408 5593 11232 191 692 5612 616 242 26 137 1958 30 493 441 649 942 14065 1595 2674 77 31 1342 216 41 98 480 1438 95
leaf_count=151 347 71252 4195408 5593 11232 191 692 5612 616 242 26 137 1958 30 493 441 649 942 14065 1595 2674 77 31 1342 216 41 98 480 1438 95
internal_value=0 1971.72 -33.1515 -4919.55 -13400.9 -23442.2 -73277.9 7013.58 -313.286 3257.69 25417 160612 16762.7 232217 353.569 39486.1 1770.15 26255.4 -1572.45 30443.7 -5588.13 55432.9 196369 4390.19 -46336.1 -97341.4 -199297 -24851.6 -2024.45 61145.7
internal_weight=0 71403 4.24676e+06 51353 18074 12115 883 5959 33279 27686 3208 193 3015 167 24478 2399 23985 2881 21104 2352 18752 1703 108 1939 597 381 139 4687 2013 575
internal_count=4318164 71403 4246761 51353 18074 12115 883 5959 33279 27686 3208 193 3015 167 24478 2399 23985 2881 21104 2352 18752 1703 108 1939 597 381 139 4687 2013 575
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=5 0 5 0 1 0 1 1 0 6 3 3 3 0 1 1 1 1 1 4 3 3 5 3 1 5 4 1 3 5
split_gain=2.71264e+13 1.24578e+14 3.23973e+14 3.22753e+14 7.16875e+14 3.79892e+14 5.33973e+14 1.52863e+15 1.61064e+15 8.81929e+14 5.96505e+14 4.73034e+14 6.41745e+14 3.78017e+14 1.00795e+15 1.07949e+15 6.23884e+14 7.14517e+14 6.86773e+14 4.70057e+14 3.50866e+14 3.34624e+14 4.33498e+14 3.20505e+14 2.92518e+14 2.80637e+14 3.96549e+14 3.43649e+14 3.08576e+14 2.8007e+14
threshold=56.835000000000008 55.674875350000008 59.025000000000013 55.751981950000008 37.098288800000006 55.769960200000007 37.642309100000013 37.597123000000003 55.755036050000008 1.5000000000000002 9.5000000000000018 13.500000000000002 15.500000000000002 55.801980100000009 37.832345550000007 37.944765900000007 49.201680550000006 49.111504200000006 49.148175700000003 1.0000000180025095e-35 19.500000000000004 8.5000000000000018 97.050000000000011 30.500000000000004 36.585378200000001 61.405000000000008 2.5000000000000004 37.752451500000006 14.500000000000002 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 21 6 7 -5 9 10 -9 -12 -13 14 19 -16 17 -17 -19 -7 -20 -3 24 25 -23 -21 28 -28 -27 -10
right_child=1 3 -4 5 -6 13 -8 8 29 -11 11 12 -14 -15 15 16 -18 18 20 23 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-187.48141957919864 3865.5547490223016 2277.6131435129096 -1226.6315197358215 22789.650641588589 10395.586412743931 -92671.463249711218 -2515.7082542144735 -163945.8217746311 -268093.77424139495 -166395.16542357416 132527.57078209106 -173089.33654035433 719.96010489395849 551.85021401571964 -67984.264895405882 -4006.3107391212488 -25574.664263295181 91495.202743973758 33620.638951225752 14514.185679338692 -39838.913163830905 145326.82485183189 -287703.4758939303 -99797.549675988208 -87237.326542993134 50746.968835779757 28166.974529656451 121245.99419938846 123688.92812554041 -564648.43441840285
leaf_weight=2768887 149009 561 773476 2184 56074 257 12387 288 276 623 209 254 1298 523219 2098 6843 4224 1975 3718 1999 788 58 104 151 801 1071 3585 446 1265 36
leaf_count=2768887 149009 561 773476 2184 56074 257 12387 288 276 623 209 254 1298 523219 2098 6843 4224 1975 3718 1999 788 58 104 151 801 1071 3585 446 1265 36
internal_value=0 335.069 -404.091 1422.93 8556.38 701.082 -13780.9 -40782 -87310.2 -62205.3 -30526.3 -8706.37 -27725.6 1161.95 12394 -191.492 7913.66 18530.2 42325.5 40574.3 20774.2 -59115.2 -94879.9 44595 -71534.5 47201.1 57463.6 38465.5 90246.8 -302312
internal_weight=0 1.54928e+06 922485 626792 57598 569194 17555 5168 2984 2672 2049 1761 1552 551639 28420 19646 17548 13324 6481 8774 4506 1524 963 8517 859 8366 6367 4031 2336 312
internal_count=4318164 1549277 922485 626792 57598 569194 17555 5168 2984 2672 2049 1761 1552 551639 28420 19646 17548 13324 6481 8774 4506 1524 963 8517 859 8366 6367 4031 2336 312
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=0 0 1 2 5 0 2 5 1 5 3 0 5 1 0 1 1 1 5 5 4 2 3 2 0 0 6 5 1 1
split_gain=2.87254e+13 1.59566e+14 3.1259e+14 1.534e+14 2.03582e+14 2.44457e+14 1.9305e+14 1.6925e+14 2.05917e+14 1.64091e+14 2.22183e+14 1.98207e+14 1.50213e+14 1.51594e+14 1.95523e+14 2.85273e+14 2.295e+14 1.45364e+14 1.35023e+14 1.20964e+14 1.18673e+14 1.14767e+14 1.09132e+14 1.21706e+14 1.08635e+14 3.67983e+14 2.33825e+14 3.30823e+14 2.72932e+14 2.45449e+14
threshold=47.272352350000006 47.222459950000008 39.488326500000007 3.5000000000000004 40.005000000000003 43.642715500000008 12.500000000000002 34.605000000000011 39.925119750000007 132.05000000000004 21.500000000000004 45.029420750000007 37.995000000000012 39.666208800000007 47.236539400000005 39.753614400000011 39.718803500000007 34.359746700000009 89.00500000000001 49.995000000000012 2.5000000000000004 20.500000000000004 14.500000000000002 13.500000000000002 53.145783300000012 53.242949050000007 1.5000000000000002 64.020000000000024 39.488326500000007 39.143775600000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 19 -1 -9 -8 22 -12 -4 -14 15 16 -15 -6 -18 -5 -20 -13 -11 -24 26 -26 28 -28 29 -2
right_child=24 2 12 6 17 -7 9 8 -10 10 11 21 13 14 -16 -17 18 -19 20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-5736.2788033946417 -9034.9475425873952 -29456.194179087146 -1694.0321247885977 -235.27329355544521 33915.633490711691 517.63954939848918 4098.0040503584005 -46753.46350576124 -7020.5656888883404 -218190.65541666668 -58501.796932870377 4068.8231353759766 -780.45628847695843 16413.266445397971 5851.3196713545694 -2753.1630558068996 37133.097236539485 3778.8810843125025 226915.3618514151 -4019.6711003579949 71801.702150240235 132393.79584865196 143043.10053879311 -66242.940585841905 10367.33527980886 -72.517247203103054 -1376.4093442703872 -10951.137176793192 -4265.4558248222156 16913.179958434641
leaf_weight=10091 4519 2503 16433 170029 1616 77665 73628 2749 2482 45 189 128 11255 7384 20178 4017 4554 167160 53 167834 711 153 29 664 34113 3289433 164579 46221 18891 18858
leaf_count=10091 4519 2503 16433 170029 1616 77665 73628 2749 2482 45 189 128 11255 7384 20178 4017 4554 167160 53 167834 711 153 29 664 34113 3289433 164579 46221 18891 18858
internal_value=0 566.434 5217.55 103.793 1997.43 -1759.74 -1097.28 -13303.4 -27901 3498.22 -33059.1 20681.3 6561.33 9378.67 12477.6 20474.8 27820.6 4067.44 43659.6 -2115.18 82562.2 73939.7 -67284.1 -57484.9 -117.44 34.6378 -2114.69 -3475.81 4673.54 11897.2
internal_weight=0 741550 67088 674462 261763 92987 412699 15322 5231 74836 1208 470 64585 48152 36897 16719 12702 168776 5318 337863 764 281 738 693 3.57661e+06 3.32355e+06 253068 210800 42268 23377
internal_count=4318164 741550 67088 674462 261763 92987 412699 15322 5231 74836 1208 470 64585 48152 36897 16719 12702 168776 5318 337863 764 281 738 693 3576614 3323546 253068 210800 42268 23377
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=1 5 5 0 1 1 3 1 0 2 5 3 3 2 3 3 1 1 0 0 2 3 5 5 3 3 0 4 5 0
split_gain=3.32124e+13 6.30477e+13 6.69061e+13 5.29572e+13 4.79171e+13 5.57196e+13 7.81795e+13 9.65421e+13 1.14137e+14 8.91094e+13 6.54879e+13 8.3963e+13 5.32477e+13 4.70045e+13 4.68167e+13 4.54007e+13 7.33543e+13 8.95749e+13 1.04291e+14 5.97742e+13 5.6352e+13 8.45171e+13 7.82815e+13 4.87682e+13 4.78149e+13 1.75748e+14 7.7606e+13 4.59576e+13 5.62857e+13 4.8562e+13
threshold=91.398302750000013 84.030000000000015 102.01000000000001 56.093493200000005 91.910414550000013 92.896330950000007 15.500000000000002 92.815157350000007 56.009576300000013 2.5000000000000004 116.06000000000002 5.5000000000000009 12.500000000000002 6.5000000000000009 7.5000000000000009 7.5000000000000009 114.17164950000002 113.46563545000002 52.485928400000006 55.628356700000005 4.5000000000000009 3.5000000000000004 225.45000000000002 114.05000000000001 21.500000000000004 19.500000000000004 56.028355650000009 2.5000000000000004 177.02500000000003 61.785186750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 9 -6 -9 -12 14 -5 -10 19 17 18 23 20 21 22 -7 -17 25 26 -20 -21 29 -29
right_child=1 2 4 13 5 15 -8 10 12 -11 11 -13 -14 -15 -16 16 -18 -19 24 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-51.13924930589576 960.78516549552046 20729.927081238056 -39525.292938802086 9620.2193869272869 255703.34371603263 5373.6051255841121 -25070.71132573342 27713.571066518933 -25614.259403113163 34639.347787198152 -80371.122636718748 135546.32724015886 78089.590840517238 -41010.126025719626 -134845.83225961539 33082.442620124442 76609.018578524861 -41184.086407412302 -109738.48919270834 49367.779603794646 54476.295831136791 -56218.380782645094 208724.19986413047 134611.32606653793 -47993.45050617565 288890.26221590908 14177.371077382726 -99182.774157475505 -193289.5920452881 21943.628954081636
leaf_weight=4176165 133150 4620 300 576 23 107 245 156 99 88 20 181 29 269 65 101 127 418 57 28 113 280 23 89 176 22 446 102 40 49
leaf_count=4176165 133150 4620 300 576 23 107 245 156 99 88 20 181 29 269 65 101 127 418 57 28 113 280 23 89 176 22 446 102 40 49
internal_value=0 1504 9677.64 16520 -1372.45 2338.91 23179.6 41063.6 -351.162 80445.4 76329.9 114062 -46819.7 -6497.61 -68907.3 -6330.35 4047.97 -2991.95 14925.3 -26415.6 -8049.13 -25281.7 41351 80640.7 -2886.23 12235.4 135.216 -70277.1 -87816.7 -59876.9
internal_weight=0 141999 8849 5465 3384 3084 906 661 304 111 357 201 193 845 164 2178 1436 1309 891 742 523 410 130 190 701 525 503 219 191 151
internal_count=4318164 141999 8849 5465 3384 3084 906 661 304 111 357 201 193 845 164 2178 1436 1309 891 742 523 410 130 190 701 525 503 219 191 151
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 5 1 0 6 1 1 0 0 5 0 1 0 5 1 0 5 0 5 1 5 5 5 1 1
split_gain=2.92998e+13 1.10835e+14 1.98107e+14 1.6514e+14 2.07596e+14 2.54978e+14 2.51467e+14 1.96464e+14 1.84794e+14 3.51973e+14 2.15967e+14 3.01397e+14 3.8756e+14 2.93932e+14 3.68918e+14 2.70079e+14 3.11977e+14 3.22944e+14 2.68611e+14 2.61062e+14 2.35292e+14 2.25851e+14 2.03118e+14 2.87415e+14 1.87604e+14 1.85795e+14 1.85639e+14 1.72622e+14 1.62066e+14 5.37862e+14
threshold=45.087005000000012 45.013473000000012 38.891822450000006 45.03656895000001 38.950530550000003 38.975980350000007 45.305000000000007 38.92948375000001 45.040161900000008 1.5000000000000002 39.003296000000006 38.975980350000007 45.059881250000011 45.070824200000011 80.815000000000012 45.053747000000008 39.036172050000012 45.070824200000011 116.06000000000002 38.911476500000006 45.053747000000008 86.810000000000016 45.059881250000011 98.020000000000024 38.950530550000003 56.505000000000003 90.015000000000015 64.020000000000024 38.950530550000003 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4 9 -5 11 12 19 14 -13 25 18 27 -17 -10 -16 24 23 -22 -21 -12 -15 -18 -11 -30
right_child=-2 2 3 8 5 -7 -8 -9 10 28 15 13 -14 26 20 16 17 -19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-649.6587470232339 -96.621978787573156 -30352.995954385289 -132.01359697604047 -45018.343843448747 -6818.56972679108 6644.2162007582729 35931.552719034902 -41584.757460987144 60721.067905578617 14473.741364333233 2635.6642501811793 19116.325085842633 9084.3991170899226 4979.5365441376334 20249.923204389826 -6985.806082617768 -1872.2397982702857 13300.787629655735 -83978.520330236264 -22792.059750231423 45302.044193138267 -47205.25254975952 72303.357840037104 258699.77564102566 441.54722048387333 23604.683000506542 -60895.164304183192 -32310.840778087149 -36204.952240708015 6871.4094437740059
leaf_weight=280608 3795889 1847 6738 2288 1769 35729 6193 1377 510 3959 11485 10795 30174 6693 664 53542 9220 18430 457 5482 106 1635 899 156 9495 6685 457 2335 4545 8002
leaf_count=280608 3795889 1847 6738 2288 1769 35729 6193 1377 510 3959 11485 10795 30174 6693 664 53542 9220 18430 457 5482 106 1635 899 156 9495 6685 457 2335 4545 8002
internal_value=0 702.247 2271.99 2523.26 7522.32 10250.5 26433.3 -7165.95 1145.8 -8261.52 2190.6 6599.64 2265.44 16968.4 26146.3 -704.022 -3095.67 5083.4 -7637.4 -9751.57 67729.2 -11915.1 94883.6 172363 -8062.6 10350.5 769.084 -8023.18 -3166.42 -8732.49
internal_weight=0 522275 241667 239820 51806 43691 7962 8115 188014 18794 169220 67066 47296 19770 12620 102154 83984 29985 53999 17122 1825 16612 1161 262 14977 18170 7150 11555 16506 12547
internal_count=4318164 522275 241667 239820 51806 43691 7962 8115 188014 18794 169220 67066 47296 19770 12620 102154 83984 29985 53999 17122 1825 16612 1161 262 14977 18170 7150 11555 16506 12547
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=0 4 5 1 3 3 1 4 1 3 3 2 3 3 3 4 3 4 5 5 5 5 1 5 3 1 6 1 1 3
split_gain=3.02634e+13 6.2184e+13 5.61574e+13 1.81447e+14 1.21213e+14 1.17087e+14 1.06955e+14 1.01969e+14 8.5894e+13 1.92053e+14 9.57703e+13 2.0407e+14 1.26437e+14 1.05383e+14 9.74159e+13 8.55701e+13 8.80278e+13 1.22421e+14 7.93794e+13 1.14055e+14 1.78834e+14 7.51618e+13 7.23196e+13 1.02361e+14 1.25076e+14 9.8773e+13 9.17812e+13 7.12775e+13 9.29976e+13 1.55301e+14
threshold=43.465905150000005 3.5000000000000004 67.00500000000001 40.810045900000013 2.5000000000000004 19.500000000000004 44.083877800000003 1.5000000000000002 39.969502550000009 5.5000000000000009 8.5000000000000018 5.5000000000000009 3.5000000000000004 16.500000000000004 9.5000000000000018 1.5000000000000002 4.5000000000000009 1.0000000180025095e-35 71.00500000000001 80.815000000000012 75.750000000000014 94.040000000000006 45.148007750000012 43.405000000000008 10.500000000000002 40.810045900000013 1.5000000000000002 39.969502550000009 40.810045900000013 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 -4 6 -5 -6 10 18 12 13 -9 14 -12 16 27 -18 -10 20 -20 -21 23 25 -25 -17 -26 -1 29 -29
right_child=-2 -3 3 5 7 -7 -8 8 9 -11 11 -13 -14 -15 -16 22 17 -19 19 21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=2304.3994176520819 -28.018042775002751 17032.959360045395 266379.49479166669 -91126.686401886196 151585.72610143441 -156596.26864858775 -5385.9108505192125 99606.006050166383 3508.7345853365387 -8920.3095262984152 180310.74294433594 -4640.9642985388537 -33715.183190416312 248741.21605113638 31382.876749965126 51906.762752879156 37127.233558705273 -563.71141244929186 146266.55336174244 -50617.548863636366 509510.79573709238 202817.17568750001 15751.637515722839 1010.2049761233334 32968.314699074072 -9851.7794143937281 -69980.771285933923 -88952.209322649695 -4836.5426699965901 -2385.898131315661
leaf_weight=1061 4270332 2774 21 147 61 52 14145 81 26 142 64 449 584 44 140 703 937 10730 33 22 23 25 8300 4731 108 410 437 506 725 351
leaf_count=1061 4270332 2774 21 147 61 52 14145 81 26 142 64 449 584 44 140 703 937 10730 33 22 23 25 8300 4731 108 410 437 506 725 351
internal_value=0 2501.39 1606.75 -3137.3 27603.7 -6812.77 -6267.8 24643.7 19901.8 71317.1 9671.61 35572.9 -17476.1 108379 78105.3 4233.9 -1269.69 2463.32 159640 199052 295456 84188.2 9595.48 1597.98 -4215.64 29156.5 -49579.9 -17748.3 -31197.1 -53497.4
internal_weight=0 47832 45058 16059 1715 14344 14292 1694 1633 271 1362 697 665 248 204 28999 14310 11667 129 103 56 47 14689 6389 5276 1113 545 2643 1582 857
internal_count=4318164 47832 45058 16059 1715 14344 14292 1694 1633 271 1362 697 665 248 204 28999 14310 11667 129 103 56 47 14689 6389 5276 1113 545 2643 1582 857
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 6 1 0 3 3 0 0 1 0 5 5 3 3 5 4 5 3 5 0 0 3 0 3 0 6
split_gain=2.84e+13 3.29575e+14 7.84069e+14 2.00132e+15 1.14975e+15 7.3018e+14 6.52498e+14 1.10681e+15 5.86342e+14 4.95363e+14 4.17304e+14 1.14125e+15 7.3638e+14 1.24554e+15 6.42413e+14 4.14098e+14 3.83979e+14 3.61969e+14 3.23191e+14 2.86967e+14 2.80047e+14 2.70556e+14 2.6935e+14 2.97091e+14 6.25497e+14 3.44045e+14 3.15252e+14 2.43635e+14 2.32659e+14 3.11705e+14
threshold=37.39371280000001 37.436176200000013 55.86787755000001 55.734663800000007 69.015000000000015 1.5000000000000002 37.417247200000006 55.885524800000006 21.500000000000004 25.500000000000004 55.619594000000006 55.388132500000005 37.417247200000006 55.645049100000001 69.610000000000014 50.005000000000003 23.500000000000004 27.500000000000004 91.050000000000011 1.5000000000000002 40.005000000000003 5.5000000000000009 36.715000000000011 55.727011600000004 55.664473600000008 11.500000000000002 55.701368300000006 32.500000000000007 55.645049100000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 9 7 15 -8 -5 11 -2 18 20 17 -4 -7 19 22 -15 -14 -16 -12 24 28 -26 27 -27 29 -24
right_child=1 -3 6 4 -6 16 8 -9 -10 -11 12 -13 13 14 21 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=609.07321852482221 -30336.201082042593 -14.017263515579831 -29188.887884168962 102525.59223058949 123888.58861454176 -8983.1032397659656 -82573.738464406953 27362.3048282157 22445.294478722884 -9602.5930236135719 -13687.440127916963 64629.394309456315 -7164.4010470691792 36202.048697485872 -197703.53287259617 -124042.73520259233 152297.25742441154 119098.4504601112 88431.965338456008 -27315.36449096763 -57505.922545852285 130849.98365916987 -145557.4064008542 2200.7125030456177 -47463.944196869226 -338681.22031482519 -134416.98141883529 -133284.55015980115 -35208.42442009248 -12534.444800442368
leaf_weight=650275 3286 3632198 1041 1472 1441 3563 3320 2937 633 538 1036 2058 1626 1379 26 825 154 299 152 1469 3449 696 514 497 279 168 568 88 1909 268
leaf_count=650275 3286 3632198 1041 1472 1441 3563 3320 2937 633 538 1036 2058 1626 1379 26 825 154 299 152 1469 3449 696 514 497 279 168 568 88 1909 268
internal_value=0 -107.982 -9670.55 -1219.86 44046 23956.4 -35666.4 -10901.1 -65756.9 72513.2 -17634.4 6235.5 -26478.6 -8793.51 33946.3 -71125.9 -2301.05 14428.6 -55348.1 3439.73 -41376.8 119018 -59450.7 -70499.6 -80023 -143444 -175942 -268076 -54027.7 -99969
internal_weight=0 3.66789e+06 35691 26935 7168 5727 8756 4803 3953 2010 19767 5344 14423 8944 3869 1866 3717 3147 5479 2848 5075 722 5327 4291 3794 1103 824 256 2691 782
internal_count=4318164 3667889 35691 26935 7168 5727 8756 4803 3953 2010 19767 5344 14423 8944 3869 1866 3717 3147 5479 2848 5075 722 5327 4291 3794 1103 824 256 2691 782
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=1 5 1 0 3 3 4 5 0 3 0 5 4 5 3 6 2 0 0 1 1 5 1 5 0 0 0 0 3 5
split_gain=2.74456e+13 5.95919e+13 6.88974e+13 1.37426e+14 8.45665e+13 7.97972e+13 6.868e+13 8.66361e+13 8.51635e+13 2.96556e+14 1.80166e+14 1.36029e+14 1.192e+14 1.5118e+14 8.52808e+13 1.93592e+14 1.48114e+14 1.1437e+14 1.0119e+14 1.21328e+14 1.04243e+14 1.01417e+14 8.9436e+13 8.21126e+13 6.7776e+13 8.37426e+13 6.81565e+13 6.75972e+13 6.42021e+13 7.41685e+13
threshold=91.398302750000013 46.010000000000012 92.928903050000017 53.516665650000007 11.500000000000002 15.500000000000002 1.5000000000000002 55.990000000000002 51.67657710000001 5.5000000000000009 50.565831500000009 80.00500000000001 2.5000000000000004 54.035000000000004 8.5000000000000018 1.5000000000000002 8.5000000000000018 61.785186750000001 52.719210700000012 103.85249100000001 113.46563545000002 66.990000000000023 114.17164950000002 66.50500000000001 52.719210700000012 56.009576300000013 56.054485600000007 54.484631300000011 4.5000000000000009 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4 9 -8 11 12 13 -11 16 -16 18 -17 19 -10 21 27 -19 -14 -7 -26 -27 -20 29 -21
right_child=1 2 5 4 -6 24 8 -9 14 10 -12 -13 23 -15 15 17 -18 22 20 28 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-46.487929105193132 -924.82559607363646 -31070.945778290126 -9865.4978526066534 11970.038941024439 1121.4359691572449 28444.854803193262 -36637.988171722456 -73422.870111378943 42615.820902340391 -15716.57064924569 -106625.9111607143 115314.68548949505 -66424.385619283537 86676.498227289165 31381.766784748874 -11327.867969703855 -176053.87472222222 -15919.050518458098 -65183.825072826039 -6472.7727827894723 11556.233340869112 -37666.101512771267 42033.565647695679 24582.159005482994 -23846.651365700745 69471.320181718067 2361.4708640749759 -2055.2215852741097 11403.157441561629 166493.44950000002
leaf_weight=4176165 63060 930 1058 19372 11422 1852 2227 269 1090 232 98 177 205 381 1358 11611 45 412 176 2968 3287 1125 753 192 741 227 454 4679 11573 25
leaf_count=4176165 63060 930 1058 19372 11422 1852 2227 269 1090 232 98 177 205 381 1358 11611 45 412 176 2968 3287 1125 753 192 741 227 454 4679 11573 25
internal_value=0 1367.2 3198.18 6802.32 7946.11 776.536 -345.633 -22749.4 352.02 -14564.7 23690 34449 20277.5 47924.1 1691.78 -4515.27 5205.5 -8330.87 5532.78 10435 -2749.3 -10612.6 21538.7 -22411.1 15837.4 -582.469 24731.4 -4343.71 8026.9 -5028.02
internal_weight=0 141999 78939 31724 30794 47215 43941 1327 42614 3512 1285 1187 1010 613 39102 14134 24968 12776 24923 15656 9267 5980 1165 397 3274 1422 681 4855 14566 2993
internal_count=4318164 141999 78939 31724 30794 47215 43941 1327 42614 3512 1285 1187 1010 613 39102 14134 24968 12776 24923 15656 9267 5980 1165 397 3274 1422 681 4855 14566 2993
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 0 1 1 1 1 3 1 0 0 2 3 5 5 6 5 0 0 5 1 0 0 3 2 2 0
split_gain=2.77092e+13 1.28709e+14 1.10943e+14 1.25567e+14 7.40163e+14 2.68623e+14 2.53378e+14 1.98921e+14 3.64621e+14 2.45867e+14 2.31389e+14 1.93558e+14 2.62161e+14 2.20497e+14 2.35022e+14 3.2257e+14 4.63448e+14 2.10534e+14 2.01776e+14 2.02245e+14 1.83872e+14 3.93802e+14 2.58154e+14 1.92146e+14 3.45429e+14 2.80618e+14 2.79212e+14 4.49157e+14 2.49617e+14 2.46707e+14
threshold=88.015000000000015 79.010000000000005 24.500000000000004 53.973051950000006 53.355366400000001 54.736324100000012 83.761389800000003 55.912026600000011 55.957851400000003 49.323301500000007 19.500000000000004 20.507360500000004 54.725565150000001 54.708501450000007 9.5000000000000018 7.5000000000000009 125.85000000000001 142.05000000000004 1.5000000000000002 120.05000000000001 45.067452850000002 45.098908000000009 123.15000000000002 40.810045900000013 44.580511600000001 43.056445700000005 7.5000000000000009 1.5000000000000002 13.500000000000002 43.642715500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 20 7 -6 9 -9 10 11 13 -13 -5 15 16 -15 -18 -17 -20 23 22 -22 24 26 -25 27 -2 -28 -27
right_child=2 -3 -4 5 6 -7 -8 8 -10 -11 -12 12 -14 14 -16 18 17 -19 19 -21 21 -23 -24 25 -26 29 28 -29 -30 -31
leaf_value=-69.840865164877869 108587.4972207992 2480.2526811609496 -8785.533351307673 -57159.997342671304 -83738.322181178781 268.58585103762618 -16550.914401591752 134862.64956977806 19747.068625913849 -58567.847426881315 -127838.99497162442 56542.296346551419 -22041.188040132503 87564.872486755048 161464.40943396228 -83037.560484627611 -189250.29045877661 3683.626953125 62044.16814624898 -60778.713423631169 -29822.004650086426 -3488.5172233105609 -121047.22905574139 7468.8564478904464 1870.8187838955355 -46345.855380904279 67736.723229901851 -11746.564898858685 -14932.728178054705 -6594.3719537274947
leaf_weight=3877952 366 208568 17224 507 1497 137153 898 402 872 450 106 2086 533 748 106 433 94 142 307 238 3435 25857 341 6589 19981 2515 2174 2034 439 4117
leaf_count=3877952 366 208568 17224 507 1497 137153 898 402 872 450 106 2086 533 748 106 433 94 142 307 238 3435 25857 341 6589 19981 2515 2174 2034 439 4117
internal_value=0 60.3109 -1063.97 -443.708 -3910.69 1245.4 -58546.6 20319.1 56070.8 12397.7 18423.1 21408.1 40549.6 1939.47 16428.6 8592.78 49016.3 -73162.9 -32078.8 8407.75 -1982.07 -7893.84 -38060.3 2602.09 7759.28 -7147.46 31229.7 6604.38 53847.7 -21669
internal_weight=0 4.08652e+06 231644 214420 70243 144177 2395 7024 1274 5750 5300 5194 2619 2575 2068 1962 984 236 978 545 67848 29633 3776 38215 24994 13221 5013 2400 2613 6632
internal_count=4318164 4086520 231644 214420 70243 144177 2395 7024 1274 5750 5300 5194 2619 2575 2068 1962 984 236 978 545 67848 29633 3776 38215 24994 13221 5013 2400 2613 6632
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=5 6 4 3 4 0 3 2 1 2 1 1 1 0 1 1 1 0 1 3 3 1 0 0 2 1 1 1 1 2
split_gain=2.74208e+13 5.84595e+13 6.33372e+13 1.90698e+14 1.72322e+14 2.23067e+14 1.52135e+14 1.76839e+14 1.1339e+14 1.07846e+14 1.00765e+14 8.71263e+13 8.91202e+13 1.47531e+14 8.61589e+13 9.44918e+13 1.01545e+14 9.2079e+13 1.30053e+14 6.69894e+13 6.59321e+13 6.4074e+13 7.11614e+13 9.31238e+13 6.29847e+13 1.17183e+14 8.14832e+13 7.06456e+13 6.28043e+13 5.85971e+13
threshold=225.45000000000002 1.5000000000000002 2.5000000000000004 10.500000000000002 4.5000000000000009 55.010031850000011 4.5000000000000009 6.5000000000000009 83.026705000000007 1.5000000000000002 50.388877400000005 92.815157350000007 82.91993380000001 45.03656895000001 38.058342000000003 38.959914000000005 39.071052600000009 43.592450450000008 45.148007750000012 4.5000000000000009 4.5000000000000009 37.314272700000011 55.010031850000011 45.013473000000012 4.5000000000000009 82.964402850000013 38.151577750000008 83.006817700000013 44.660994650000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 3 9 5 8 -7 10 24 -3 -8 12 13 14 -6 -16 -17 18 -18 -10 -14 -11 23 -23 25 26 -4 -27 -2 -19
right_child=1 2 4 -5 11 6 7 -9 19 21 -12 -13 20 -15 15 16 17 29 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-7.9206694963017412 -69599.677848903797 -9125.7442070969028 131159.76523437499 -49365.610005713505 156392.56994047618 18153.095985863096 -117919.50535320207 -27831.354278514013 8571.8123811141322 -16183.982730516975 -267834.32811523438 206781.69895582934 -158234.80289351853 68149.493467881955 -207075.09944852942 170779.12507642666 191173.91189903847 -21480.486718750002 -122175.42824074074 -209909.34874131947 1355.8503041650081 116254.16231982801 112406.63153347865 10747.450923066981 71612.480461976156 220710.39383877843 -71651.597743355451 32402.726629146924 6236.3270975748701 -239677.90932006837
leaf_weight=4313902 191 238 22 241 21 105 102 121 23 81 80 26 27 612 34 23 26 20 27 36 628 129 319 238 173 22 199 211 255 32
leaf_count=4313902 191 238 22 241 21 105 102 121 23 81 80 26 27 612 34 23 26 20 27 36 628 129 319 238 173 22 199 211 255 32
internal_value=0 8017.13 12021 30523.6 3050.51 -27026.7 -85578.6 -121525 7797.12 49681.2 -183816 25343.5 22090.1 44593.2 -34185.3 -58889.8 -19528.1 -61214.5 31543.1 -124739 -5222.7 67928.9 77860.6 47832.9 20268.6 703.636 -51462.2 50182.8 -26240.5 -155756
internal_weight=0 4262 3816 1246 2570 1094 408 303 686 1005 182 1476 1450 795 183 162 128 105 53 59 655 767 686 367 627 454 221 233 446 52
internal_count=4318164 4262 3816 1246 2570 1094 408 303 686 1005 182 1476 1450 795 183 162 128 105 53 59 655 767 686 367 627 454 221 233 446 52
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=4 0 3 3 5 1 0 5 1 0 1 1 1 0 1 6 5 3 5 1 5 0 1 1 1 2 0 1 1 0
split_gain=2.49215e+13 1.36123e+14 2.00474e+14 1.41779e+14 1.87645e+14 1.36757e+14 1.33244e+14 1.29197e+14 2.01818e+14 1.28337e+14 3.14354e+14 2.36967e+14 4.35533e+14 3.8115e+14 4.04477e+14 3.46787e+14 4.19368e+14 3.36372e+14 4.49073e+14 3.1613e+14 3.03602e+14 2.08307e+14 8.82523e+14 2.46101e+14 2.90145e+14 2.21583e+14 1.86791e+14 5.08145e+14 3.14051e+14 4.60596e+14
threshold=1.5000000000000002 43.642715500000008 11.500000000000002 13.500000000000002 42.005000000000003 39.694727950000008 61.674413550000004 34.605000000000011 39.925119750000007 44.039893800000009 39.488326500000007 39.739656000000004 39.863684800000009 43.592450450000008 39.787929450000007 1.5000000000000002 51.015000000000008 3.5000000000000004 55.005000000000003 39.753614400000011 80.815000000000012 43.642715500000008 40.810045900000013 42.09605220000001 43.574807850000006 5.5000000000000009 44.998833400000002 38.096381250000007 41.950906500000009 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -3 -7 -9 10 -2 15 13 14 19 16 -12 18 -17 -13 -21 -14 25 -24 -25 -23 27 -11 29 -29
right_child=9 6 3 -5 -6 7 -8 8 -10 26 11 12 21 -15 -16 17 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=116351.71683321445 -50825.357630019258 461.15949670075247 48110.543821098567 -4482.1759123789243 -776.71145622052518 -2817.8339934569285 -9307.2766293469449 -32701.142173223547 -8037.2422544071787 2481.8892530432795 -9102.9811204409543 -29285.289115074836 1947.6614382243279 -54369.961701701861 -97245.043338652191 -7501.9647881985766 105846.77517367022 6462.1825551787524 126463.81183121193 16681.13753566 120199.71403071687 148611.34476773292 -59634.489817698573 26532.085218749882 -20923.449791487321 -79219.371059782614 -184.92826975310078 -49484.269025308124 -1500.6334209414586 -13911.931707882715
leaf_weight=86 1035 1847207 1671 3315 1481 13377 14070 5011 9818 37678 499 1010 44994 2453 377 453 872 11999 559 1105 381 593 479 5090 1725 46 2278262 4705 11733 16080
leaf_count=86 1035 1847207 1671 3315 1481 13377 14070 5011 9818 37678 499 1010 44994 2453 377 453 872 11999 559 1105 381 593 479 5090 1725 46 2278262 4705 11733 16080
internal_value=0 271.527 -5928.8 9955.77 25140.4 -9559.7 387.317 -9943.6 -16371.6 -212.551 3897.27 4677.03 1838.97 -25418.8 -699.887 16172.3 64008.8 11131.7 66496.9 13882.5 43222.6 4581.9 19522.6 9650.46 14520.2 132210 -341.474 -5422.27 -14580.7 -21964.3
internal_weight=0 1.89604e+06 34759 6467 3152 28292 1.86128e+06 28206 14829 2.42213e+06 73670 72635 58253 5326 2873 14382 1371 13011 1012 2496 1486 52927 7933 7294 6815 639 2.34846e+06 70196 32518 20785
internal_count=4318164 1896036 34759 6467 3152 28292 1861277 28206 14829 2422128 73670 72635 58253 5326 2873 14382 1371 13011 1012 2496 1486 52927 7933 7294 6815 639 2348458 70196 32518 20785
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=3 1 0 0 1 0 1 1 1 1 5 5 1 1 5 5 1 5 1 0 0 5 0 5 0 0 5 1 5 1
split_gain=2.64829e+13 1.93433e+14 1.58626e+14 3.22893e+14 2.70332e+14 3.15959e+14 2.67865e+14 1.54506e+14 1.49831e+14 1.85381e+14 2.13167e+14 1.61168e+14 1.36438e+14 1.31674e+14 1.26268e+14 1.26015e+14 1.05091e+14 1.3053e+14 1.18528e+14 1.37354e+14 9.74756e+13 9.00264e+13 8.6173e+13 8.26678e+13 8.11485e+13 7.97269e+13 7.42396e+13 7.1713e+13 7.7634e+13 7.26374e+13
threshold=2.5000000000000004 37.767735350000002 55.416472000000006 55.91302515000001 37.582182450000005 55.68356880000001 37.642309100000013 43.868031300000006 60.479177250000006 61.365473900000005 101.05000000000001 74.010000000000005 30.226173900000003 36.761894450000007 58.305000000000007 43.405000000000008 30.305955500000003 65.50500000000001 30.323743050000001 59.963407450000012 56.093493200000005 60.905000000000008 57.814144100000007 45.985000000000007 56.009576300000013 43.514103700000014 114.05000000000001 30.578016350000002 88.015000000000015 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -4 -6 -7 15 11 10 -10 -9 26 -1 -15 -3 17 -14 19 23 21 -20 25 -18 -23 -17 -5 29 -29 -22
right_child=-2 7 3 12 5 6 -8 8 9 -11 -12 -13 16 14 -16 22 18 -19 20 -21 27 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=28752.843580079163 -40.60628547191628 1650.2167624808462 -39012.144241107118 -33936.245788218795 -54337.982078986999 -391247.37209507043 -114573.65717844205 -3748.9984522843379 20145.46495551203 1106.378553462778 170102.70248872426 -32538.057056377202 22004.503125254312 5676.8282330483926 -40140.853010566178 61555.692977878105 -57928.462215909094 190982.24518229169 20068.209087062351 90918.092559523822 -29921.668716650074 219837.7494971742 -27548.150437284014 -306706.1213235294 21853.776668074326 12555.921071568009 -195788.52778825432 -11012.380303765376 -106856.43204920978 53010.080474406044
leaf_weight=1467 4205107 20646 1226 1245 179 71 69 24263 4170 26689 97 2114 192 2001 860 337 22 60 461 21 153 47 529 34 37 22654 29 2956 87 341
leaf_count=1467 4205107 20646 1226 1245 179 71 69 24263 4170 26689 97 2114 192 2001 860 337 22 60 461 21 153 47 529 34 37 22654 29 2956 87 341
internal_value=0 1510.33 -10747.3 -19811.3 -60349.2 -142353 -254887 2906.14 -518.248 4200.63 23554.4 -6056.31 -8794.39 4394.32 -8095.7 7351.44 -468.744 62237.3 -4268.2 -127184 -1949.6 37417.3 12356 -208972 132631 13274.2 -37620.5 -8015.46 -13752.6 27324.7
internal_weight=0 113057 11558 7230 1545 319 140 101499 57333 30956 4267 26377 5685 4328 2861 44166 4411 252 4159 77 4082 545 23520 56 84 22991 1274 3537 3043 494
internal_count=4318164 113057 11558 7230 1545 319 140 101499 57333 30956 4267 26377 5685 4328 2861 44166 4411 252 4159 77 4082 545 23520 56 84 22991 1274 3537 3043 494
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 3 0 0 0 0 0 0 1 0 0 3 3 5 5 3 5 6 1 0 1 0 3 3 3
split_gain=2.4801e+13 4.01907e+14 3.16959e+14 2.72802e+14 1.0755e+15 5.71916e+14 3.48531e+14 5.54681e+14 1.05173e+15 2.29326e+14 2.29442e+14 4.343e+14 4.05367e+14 4.97221e+14 7.5148e+14 1.94565e+15 5.68396e+14 2.98596e+14 3.34955e+14 2.74306e+14 2.37364e+14 2.15868e+14 1.93536e+14 2.31024e+14 4.52236e+14 2.37808e+14 1.68009e+15 4.5826e+14 4.74789e+14 4.30854e+14
threshold=38.633372000000001 38.096381250000007 46.672631750000008 1.5000000000000002 55.212972300000011 54.811549550000009 16.500000000000004 55.777112100000004 55.769960200000007 56.501468900000013 55.388132500000005 55.701368300000006 55.842510000000011 38.233559750000005 56.281985950000006 56.320495600000008 9.5000000000000018 17.500000000000004 75.015000000000015 51.405000000000008 11.500000000000002 46.405000000000008 1.5000000000000002 37.998366300000008 55.576287050000012 37.914142000000005 55.801980100000009 22.500000000000004 16.500000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 4 5 -4 7 8 -6 10 -5 17 -13 20 -15 16 19 18 -12 -16 -14 -18 23 25 -25 -1 27 28 29 -27
right_child=-2 2 3 9 6 -7 -8 -9 -10 -11 11 12 13 14 15 -17 21 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-1861.7567587775125 -156.34580865285375 -10838.463039932407 5709.44030147378 -4739.4581712585305 1295.6748348214287 167318.73530362218 -19755.031007759582 11970.180032731801 372785.58944444446 -30313.517952028225 28910.808854233142 -9275.6883739385758 12698.824232155752 20704.967021156699 295159.85590893979 -559.85491680933603 89417.903972736094 -8330.4168988359343 92039.339056856756 542593.2757116867 -16746.600977438949 248305.20870988176 896.35649304423578 16647.669213801662 -39672.22699645027 -45979.721950213512 -63018.972675881516 64648.637655235303 2820.4339758469609 80618.425860295771
leaf_weight=418920 3029015 7912 306 9199 175 770 2030 1123 135 1480 10322 10996 8239 5467 116 721 159 1951 915 73 4100 185 784477 2154 4217 322 2435 2702 5920 1628
leaf_count=418920 3029015 7912 306 9199 175 770 2030 1123 135 1480 10322 10996 8239 5467 116 721 159 1951 915 73 4100 185 784477 2154 4217 322 2435 2702 5920 1628
internal_value=0 367.354 7945.9 10488.1 34032.9 121359 6899.39 44658.3 163074 8506.2 9601.73 12652.4 6014.15 14835.1 36719.6 106538 251410 27781.4 34051.2 390729 2914.71 174866 -44.0204 -1727.13 -20630.8 -1448.3 11868 29116.4 16917.2 59713.5
internal_weight=0 1.28915e+06 66374 58462 4539 1076 3463 1433 310 53923 52443 43244 30056 19060 6721 1254 533 13188 11237 189 12339 344 1.22278e+06 438298 6371 431927 13007 10572 7870 1950
internal_count=4318164 1289149 66374 58462 4539 1076 3463 1433 310 53923 52443 43244 30056 19060 6721 1254 533 13188 11237 189 12339 344 1222775 438298 6371 431927 13007 10572 7870 1950
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=0 2 2 5 3 0 1 0 2 1 1 0 5 4 1 0 5 5 3 0 0 1 1 1 2 5 3 1 1 5
split_gain=2.51326e+13 9.88095e+13 1.14585e+14 1.6085e+14 1.7803e+14 1.52245e+14 1.01097e+14 1.30718e+14 1.0104e+14 1.23353e+14 1.11581e+14 9.80684e+13 1.48462e+14 9.61216e+13 9.67787e+13 1.53451e+14 3.76748e+14 1.73168e+14 8.68981e+13 1.20588e+14 9.23691e+13 1.03678e+14 1.26969e+14 8.27031e+13 7.67236e+13 7.63404e+13 7.60098e+13 7.45498e+13 7.40274e+13 7.24727e+13
threshold=45.087005000000012 1.5000000000000002 12.500000000000002 132.05000000000004 21.500000000000004 45.029420750000007 37.314272700000011 44.580511600000001 20.500000000000004 39.011252750000004 38.950530550000003 45.091904500000005 59.245000000000012 1.0000000180025095e-35 40.247294600000011 43.592450450000008 87.395000000000024 107.05000000000001 14.500000000000002 45.040161900000008 45.053747000000008 38.975980350000007 38.959914000000005 39.726951800000002 18.500000000000004 13.050000000000002 5.5000000000000009 39.032393150000004 39.726951800000002 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 25 6 18 -6 7 -4 27 10 -10 12 -2 -1 15 16 -15 23 -5 24 -21 22 -22 -18 -20 -3 -14 -7 -19 -8
right_child=11 2 3 4 5 8 29 -9 9 -11 -12 -13 26 14 -16 -17 17 28 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14152.18343082241 -2616.6605482460873 25391.892961338952 211236.30524218749 -203840.07276785714 -52565.119438244059 36573.631535456734 3810.0491092019897 33040.018484274413 163710.4166273585 274779.34017928684 -49150.253260869569 -55.156798495795549 15870.160690679782 21044.981866423725 -1061.037938824604 6204.5607423003466 426018.24375000002 181185.1675957574 1682.1142534722221 -204850.4483549736 -158017.57119791667 -136626.22437499999 95387.529700969826 209593.01081928457 -110858.94894791668 -533.95977631532548 -29662.232321046369 -162376.64269701089 -32058.849390243904 19710.460087309995
leaf_weight=2650 13362 1139 50 42 189 104 56762 233 53 39 46 3778651 410 2920 16775 37500 23 27 315 71 30 110 58 76 75 399905 3466 23 41 3019
leaf_count=2650 13362 1139 50 42 189 104 56762 233 53 39 46 3778651 410 2920 16775 37500 23 27 315 71 30 110 58 76 75 399905 3466 23 41 3019
internal_value=0 650.394 154.802 4184.5 -32779.9 16005.1 4895.31 64523.5 64909.9 124146 64805.5 -89.4875 -7614.94 4467.86 5328.07 7968.74 29399.6 175479 -64375.4 -55486.9 -106994 -71903.7 8999.43 259874 -19960.4 -460.328 -24845.9 543.267 52611.6 4613.04
internal_weight=0 522275 462263 61219 1155 454 60064 283 265 138 99 3.79589e+06 17238 60012 57362 40587 3087 167 701 659 269 198 88 99 390 401044 3876 127 68 59781
internal_count=4318164 522275 462263 61219 1155 454 60064 283 265 138 99 3795889 17238 60012 57362 40587 3087 167 701 659 269 198 88 99 390 401044 3876 127 68 59781
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=5 4 5 5 1 0 1 1 1 2 3 1 5 0 0 0 5 3 5 1 5 5 5 0 1 0 6 3 3 5
split_gain=2.55041e+13 4.28009e+13 8.04803e+13 1.1196e+14 1.18599e+14 2.02992e+14 1.4979e+14 1.35587e+14 1.3419e+14 1.58494e+14 1.24985e+14 1.18294e+14 1.25456e+14 1.14705e+14 2.99522e+14 1.13745e+14 1.14339e+14 8.74716e+13 8.43266e+13 8.31892e+13 1.12828e+14 8.19095e+13 9.34386e+13 7.73947e+13 7.6403e+13 9.00025e+13 1.51446e+14 1.20136e+14 7.45602e+13 8.67469e+13
threshold=20.010000000000002 -1.0000000180025095e-35 39.505000000000003 59.245000000000012 38.92948375000001 54.811549550000009 82.945329900000004 36.761894450000007 30.315880100000005 4.5000000000000009 25.500000000000004 83.093115700000013 76.730000000000018 59.863160500000006 59.939091550000008 55.110554300000004 137.05000000000004 12.500000000000002 59.005000000000003 82.871296800000025 61.405000000000008 55.405000000000008 56.835000000000008 44.732363600000006 82.933113850000026 55.017766000000002 1.5000000000000002 24.500000000000004 12.500000000000002 96.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 17 5 7 15 23 9 -7 13 12 -8 -10 -15 19 -17 18 -4 -6 -21 -19 -23 -5 25 -22 -27 -28 -26 -30
right_child=1 -3 3 4 6 8 11 -9 10 -11 -12 -13 -14 14 -16 16 -18 21 -20 20 24 22 -24 -25 28 26 27 -29 29 -31
leaf_value=-2149.1345195395038 403.88066938580857 -45.767232875278118 19431.831387150185 271376.56071428576 9381.4827292596729 -59567.295747815158 -992.44013235954071 -43933.892981896031 -62567.820594971505 186574.20767121011 163865.68575994321 42858.584868359379 -25393.895290123386 -351328.62068319519 10311.11784043423 -14433.69872686634 147963.26475694447 7984.8347528138247 5371.8245241302411 -24862.99423691224 16338.045233832467 -16900.562471879512 33324.550804998747 80494.917478249292 102267.04332459334 40742.37744603958 101778.37889007569 246403.81422991073 26339.745270867599 -94707.6926439862
leaf_weight=54521 170923 4047321 9957 28 1365 59 8823 78 614 47 22 500 2768 49 43 1186 45 7178 7463 214 270 3030 422 88 73 411 320 70 190 86
leaf_count=54521 170923 4047321 9957 28 1365 59 8823 78 614 47 22 500 2768 49 43 1186 45 7178 7463 214 270 3030 422 88 73 411 320 70 190 86
internal_value=0 27.4819 1397.95 5140.54 -1173.95 -34118.2 901.087 58016.8 -55550.1 49570.9 -70856.2 -4765.31 -6819.65 -78170.5 -182301 17097.9 -8497.17 9046.06 13408.3 27603.9 42826.3 1897.4 -10760.6 126570 53027.4 66268.7 83099.2 127737 12393.1 -11377.9
internal_weight=0 4.26364e+06 216322 45399 17349 1028 16321 194 834 106 728 12091 11591 706 92 4230 1231 28050 17420 2999 1634 10630 3452 116 1420 1071 801 390 349 276
internal_count=4318164 4263643 216322 45399 17349 1028 16321 194 834 106 728 12091 11591 706 92 4230 1231 28050 17420 2999 1634 10630 3452 116 1420 1071 801 390 349 276
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 5 3 0 1 1 1 0 1 1 5 5 3 1 5 3 5 2 4 5 3 1 5 1 1
split_gain=2.58958e+13 3.45764e+14 4.94643e+14 3.38434e+14 2.25304e+14 2.0397e+14 1.94613e+14 2.26232e+14 1.94218e+14 5.42155e+14 1.12856e+15 8.02473e+14 6.31802e+14 4.68787e+14 1.21514e+15 6.71208e+14 4.27423e+14 3.52573e+14 3.84818e+14 3.78363e+14 2.87225e+14 2.81927e+14 4.25283e+14 2.94468e+14 3.12408e+14 2.78123e+14 2.73598e+14 3.526e+14 2.66157e+14 3.53457e+14
threshold=55.899899800000007 55.924336300000007 37.620907050000007 37.533784800000006 83.010000000000005 37.998366300000008 40.005000000000003 7.5000000000000009 55.87722990000001 37.417247200000006 37.533784800000006 37.66934650000001 55.885524800000006 37.362912300000012 37.39371280000001 84.030000000000015 57.005000000000003 21.500000000000004 37.457850350000008 37.005000000000003 11.500000000000002 89.00500000000001 7.5000000000000009 3.5000000000000004 110.05000000000001 8.5000000000000018 37.542000650000013 63.855000000000011 38.096381250000007 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -4 -5 -8 -1 13 17 12 26 20 -15 25 -14 19 -19 -11 -10 28 -23 -24 -25 -16 -12 -28 29 -13
right_child=1 -3 4 6 -6 -7 7 -9 9 10 11 21 16 14 15 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-76.157537873278741 28036.992815082463 108.80379526249038 12089.684147014857 31154.997308487284 -27554.582196790012 -9798.5662780480361 378643.53511284722 118273.15511926029 -16474.711940813282 -8406.2084989382183 20439.714013908811 -22804.899034846923 21258.61520164445 348029.08569653006 186582.68087842991 301241.19986111112 80287.808755711041 39217.806139169261 -44678.527056874642 -75920.106496548862 104271.5460172719 -82310.953869298988 118286.02603176185 -200667.1492991728 105935.60942307692 -8310.8849538078084 -2956.6405251180749 -70464.642609702758 -9256.3152881028127 -79620.243373705642
leaf_weight=2991712 4618 1260308 20563 266 1966 5369 36 457 1306 1060 2956 3191 3400 154 82 90 1919 858 1507 3827 232 222 456 68 65 684 3214 1019 4892 1667
leaf_count=2991712 4618 1260308 20563 266 1966 5369 36 457 1306 1060 2956 3191 3400 154 82 90 1919 858 1507 3827 232 222 456 68 65 684 3214 1019 4892 1667
internal_value=0 374.456 10436.2 38207.9 5083.5 7557.91 100091 137286 -160.151 -7805.17 -11528.2 -711.264 16426.7 36498.6 89429 42905.2 42555.3 -45937.5 -14241.7 -61276.2 1739.29 -21008.8 35642.2 80100 -50823.7 12552.4 -2905.32 -19207.7 -25721 -42300.8
internal_weight=0 1.29358e+06 33275 5377 27898 25932 759 493 3.02458e+06 32869 30321 23069 12508 2548 1010 856 5319 7252 2365 4887 1538 10561 811 589 133 766 7189 4233 9750 4858
internal_count=4318164 1293583 33275 5377 27898 25932 759 493 3024581 32869 30321 23069 12508 2548 1010 856 5319 7252 2365 4887 1538 10561 811 589 133 766 7189 4233 9750 4858
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 1 6 5 3 5 1 0 6 5 5 3 2 2 0 4 1 0 5 3 4 0 0 0 2 1
split_gain=2.54048e+13 1.09043e+14 1.59729e+14 4.09534e+14 2.07228e+14 2.01128e+14 1.96768e+14 1.42197e+14 1.39483e+14 1.80684e+14 1.93271e+14 1.36738e+14 1.3157e+14 1.76666e+14 2.09653e+14 3.05887e+14 2.43131e+14 1.20466e+14 1.1024e+14 1.03629e+14 1.00187e+14 1.47796e+14 1.13587e+14 8.93031e+13 1.09084e+14 1.07161e+14 5.92277e+14 2.47145e+14 2.64683e+14 2.59936e+14
threshold=88.015000000000015 82.00500000000001 54.942865800000007 54.946533000000009 54.648549400000007 82.962740850000003 1.5000000000000002 86.810000000000016 23.500000000000004 83.010000000000005 38.950530550000003 54.736324100000012 1.5000000000000002 84.030000000000015 85.020000000000024 8.5000000000000018 3.5000000000000004 7.5000000000000009 51.636650050000007 1.5000000000000002 37.620907050000007 54.934662400000008 87.00500000000001 24.500000000000004 1.5000000000000002 53.973051950000006 53.355366400000001 55.899899800000007 2.5000000000000004 82.945329900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 8 11 -4 -8 -3 10 -10 12 -6 -14 15 16 -15 -7 -11 -5 22 -22 -13 25 -25 26 -2 29 -29 -27
right_child=23 2 3 19 5 17 7 -9 9 18 -12 20 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-39.369495306824604 -1939.8704352643106 7417.8481873766395 -9157.7699235138407 -15466.671826776712 14543.07964674118 38773.319534737726 -105470.75310786167 -33034.970281328388 -289037.98850990855 14965.71640199011 -58752.09760868724 -72139.612619663298 7920.4855847492872 241720.02470584033 66557.921150433758 78698.339368665547 667003.39262207039 110574.00500189955 -48746.804304806479 3445.4359571719719 55243.035097202162 -3046.9780131943689 83690.404687500006 41728.659508909157 -9221.388461645678 7886.5049208421206 -52538.937090801963 -14291.012128739965 216.49159074676083 -9064.7668052984827
leaf_weight=3947004 67848 23947 6312 2987 829 560 302 2641 41 874 328 284 263 41 317 74 20 401 394 96541 582 1722 56 431 16793 59909 2395 16095 57518 10655
leaf_count=3947004 67848 23947 6312 2987 829 560 302 2641 41 874 328 284 263 41 317 74 20 401 394 96541 582 1722 56 431 16793 59909 2395 16095 57518 10655
internal_value=0 57.7486 2805.29 1006.83 9171.15 27475.1 -19114.1 -40468.1 5487.33 -22753.5 -84339.4 18007.6 41653.1 73085.6 111002 215365 381157 68733.9 -4831.39 2877.85 4199.53 11677.3 -46473.5 -1018.77 -7946.45 -462.276 -3665.09 1098.14 -2955.48 5326.9
internal_weight=0 4.08652e+06 139516 108783 30733 5149 9255 2943 25584 1637 369 4188 1544 715 452 135 61 961 1268 99528 2644 2304 340 231644 17224 214420 70243 144177 73613 70564
internal_count=4318164 4086520 139516 108783 30733 5149 9255 2943 25584 1637 369 4188 1544 715 452 135 61 961 1268 99528 2644 2304 340 231644 17224 214420 70243 144177 73613 70564
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=5 2 6 1 3 1 1 4 3 1 0 1 1 1 0 2 1 2 1 1 1 3 3 3 3 1 0 5 2 3
split_gain=2.68792e+13 5.16172e+13 9.32342e+13 8.83986e+13 3.01676e+14 1.48467e+14 1.30099e+14 8.52021e+13 8.50367e+13 8.40945e+13 8.74493e+13 1.07661e+14 1.71551e+14 7.04952e+13 7.15025e+13 8.21428e+13 1.06577e+14 9.17655e+13 9.64921e+13 6.29954e+13 6.44666e+13 7.91029e+13 9.63575e+13 9.66573e+13 6.07698e+13 6.04427e+13 5.52711e+13 5.22384e+13 5.08558e+13 1.55814e+14
threshold=177.02500000000003 7.5000000000000009 1.5000000000000002 82.926290250000008 15.500000000000002 86.067573200000012 82.837870700000011 4.5000000000000009 17.500000000000004 65.58467570000002 45.029420750000007 49.177301950000007 48.712293450000011 55.912026600000011 55.160271200000004 8.5000000000000018 65.520339550000017 10.500000000000002 61.396377350000009 20.507360500000004 30.278357500000002 8.5000000000000018 5.5000000000000009 4.5000000000000009 4.5000000000000009 50.227799100000006 55.299834250000011 225.45000000000002 1.5000000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 26 -6 9 8 -2 10 -3 12 -12 25 -15 16 -16 18 -17 24 21 22 23 -21 -4 27 -5 -13 29 -22
right_child=1 3 19 4 5 -7 -8 -9 -10 -11 11 13 -14 14 15 17 -18 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.102359066812605 -1832.0352956862678 -16833.47464112502 -11070.646195652174 101263.90110294119 -219672.61149425289 41594.486853448281 136039.51907025508 -112044.74460000001 -174927.53850806452 -119880.42096354168 44866.847697072582 -85654.380899677577 235405.53687499999 119259.82038934427 -51879.264630681821 11920.170234375 242242.43207659043 32545.447519439123 -195547.98708639707 6701.4947105407718 44716.362853274142 -214770.08975694445 134300.1909331223 -187157.10842114827 203463.24211189518 -181512.56714015151 -67402.478059895846 55414.143311631953 1385.4318729597908 -81402.280416897134
leaf_weight=4309630 336 416 23 102 87 29 102 125 31 42 860 63 50 61 22 40 28 106 51 64 736 27 29 43 31 33 24 45 4815 113
leaf_count=4309630 336 416 23 102 87 29 102 125 31 42 860 63 50 61 22 40 28 106 51 64 736 27 29 43 31 33 24 45 4815 113
internal_value=0 5606.64 1077.91 18962.3 -37991.8 -154356 26144.6 -40739.7 -16453.2 19975.5 23284.8 35565.3 55336 -4504.53 22305.1 -1639.19 112829 -30692 -104353 4576.34 3580.01 -58423 -27383.5 -71204.3 112088 -63067.4 69137 -26875.8 5364.34 27930.3
internal_weight=0 8534 6373 2161 242 116 1919 492 367 1817 1775 1359 910 449 308 247 50 197 91 5881 5827 163 136 107 54 141 126 108 5664 849
internal_count=4318164 8534 6373 2161 242 116 1919 492 367 1817 1775 1359 910 449 308 247 50 197 91 5881 5827 163 136 107 54 141 126 108 5664 849
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 5 6 5 3 3 3 5 0 0 0 1 1 1 1 0 3 1 5 0 3 5 5 3 3 4
split_gain=2.67785e+13 8.77503e+13 1.20894e+14 1.8135e+14 1.01374e+14 1.03113e+14 9.98005e+13 1.40695e+14 9.52204e+13 1.30651e+14 9.09442e+13 7.65271e+13 1.84592e+14 8.91762e+14 3.21659e+14 6.16767e+14 4.31622e+14 2.60621e+14 2.4037e+14 1.66662e+14 3.10643e+14 1.63901e+14 1.66314e+14 3.0861e+14 2.41201e+14 2.17396e+14 1.58324e+14 1.16486e+14 2.05006e+14 1.15737e+14
threshold=83.015546400000019 83.011163250000024 83.006817700000013 1.5000000000000002 55.02863030000001 128.92000000000004 1.5000000000000002 39.005000000000003 12.500000000000002 6.5000000000000009 3.5000000000000004 70.00500000000001 54.811549550000009 54.986619450000006 54.864040150000001 83.093115700000013 83.140147550000009 83.140147550000009 83.053286850000021 54.920670650000005 11.500000000000002 83.761389800000003 105.35000000000001 53.310923100000004 5.5000000000000009 120.05000000000001 93.00500000000001 9.5000000000000018 8.5000000000000018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -6 -8 9 10 -3 -2 21 14 15 -14 26 18 -16 20 27 22 -13 25 -25 -24 -17 28 -20 -28
right_child=11 4 3 -5 6 -7 7 -9 -10 -11 -12 12 13 -15 17 16 -18 -19 19 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-37.07544209285998 284.28703131758408 25297.801696282069 -6954.8560878998223 13611.805045891742 -2766.4219198768455 -215783.52812500001 3729.6073962434598 -22686.659428864488 -12490.398856344373 31441.100775238232 -35252.151220893858 -8915.9398845352225 20564.037111958231 2719.6450852040957 82234.526444043964 257991.37064467382 558.30446777343752 117185.76222846325 -23667.901800022897 -22805.963335169828 118969.07304279339 3977.0367404787489 -6210.474609375 -14007.962447502709 -124840.85732610089 288401.52203125 564715.91805555567 -86807.504122121725 140751.41135277157 264686.47625000001
leaf_weight=3908141 258174 419 6052 14704 77164 20 3028 6034 1219 2661 608 4846 241 17888 689 137 56 438 273 748 323 13100 67 346 454 40 36 133 105 20
leaf_count=3908141 258174 419 6052 14704 77164 20 3028 6034 1219 2661 608 4846 241 17888 689 137 56 438 273 748 323 13100 67 346 454 40 36 133 105 20
internal_value=0 -67.8139 3.34983 7615.01 -3135.13 10815.9 -3932.3 -13859.9 11739.4 19748.2 -10548.7 914.467 4987.98 11416.1 60044.6 134603 244978 46558.6 32937 11466.7 42205.2 -2201.88 -16271.7 -55572.8 -76905.6 103925 315898 -6316.71 22004.1 457563
internal_weight=0 4.02005e+06 3.9289e+06 20756 91153 4927 86226 9062 4907 3688 1027 298114 39940 21087 3199 490 249 2709 2271 1582 834 18853 5753 907 800 107 193 511 378 56
internal_count=4318164 4020050 3928897 20756 91153 4927 86226 9062 4907 3688 1027 298114 39940 21087 3199 490 249 2709 2271 1582 834 18853 5753 907 800 107 193 511 378 56
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 3 5 1 0 5 1 0 5 1 5 0 6 1 5 2 4 0 1 1 0 3 0 1 4 1
split_gain=2.62177e+13 3.12282e+14 2.60646e+14 2.00216e+14 2.38416e+14 2.23222e+14 1.59393e+14 1.37641e+14 4.10572e+14 5.25061e+14 3.68844e+14 2.76478e+14 3.29783e+14 2.27162e+14 2.62701e+14 2.21272e+14 2.49178e+14 2.66128e+14 2.38432e+14 3.98182e+14 2.30979e+14 2.151e+14 7.56393e+14 1.19955e+15 3.6078e+14 3.72626e+14 5.36181e+14 3.43642e+14 2.22343e+14 2.10485e+14
threshold=56.121679000000007 56.054485600000007 96.015000000000015 92.896330950000007 47.473138800000008 9.5000000000000018 42.005000000000003 39.826386800000009 59.609407350000005 70.00500000000001 39.899261850000009 57.60800230000001 40.405000000000008 38.096381250000007 95.020000000000024 57.641335050000002 1.5000000000000002 39.863684800000009 90.015000000000015 1.5000000000000002 3.5000000000000004 56.367862600000002 38.633372000000001 38.233559750000005 56.281985950000006 16.500000000000004 56.320495600000008 34.359746700000009 1.5000000000000002 43.574807850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 21 11 -9 -13 14 -11 16 17 -14 -18 20 -20 22 23 27 -25 26 -26 -2 -29 -12
right_child=7 2 -4 -5 -6 6 -8 10 -10 13 29 12 15 -15 -16 -17 18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-23.554745536541891 -58395.524585756561 1837.8536936241633 -63004.588922212381 4285.9459141187772 -23682.586318724581 -3682.4433617550467 -29290.085399005045 2318.7239081736493 526.90051055208585 -32149.396542392027 -5650.2334379210606 -4142.494592963325 76178.130427887692 -12055.654225716458 -89239.715628727528 -3521.7014963135284 42339.178479723996 -5423.6206478220674 186813.94173018294 79843.13554594692 567831.48329326918 -7702.2420617968855 -88228.321889366198 -6955.2806146188223 276347.99763283716 69569.180247822747 -3909.3590436562722 -6298.9946042809124 14133.401280635151 1461.2761811039009
leaf_weight=3157426 890 15461 851 11532 10320 4516 5264 11687 407653 4356 45053 3213 508 4412 989 1423 5003 1874 41 723 26 55527 865 176 317 305 87 9620 11931 546115
leaf_count=3157426 890 15461 851 11532 10320 4516 5264 11687 407653 4356 45053 3213 508 4412 989 1423 5003 1874 41 723 26 55527 865 176 317 305 87 9620 11931 546115
internal_value=0 -145.183 -8155.21 -7164.05 -10877.1 -5641.53 -17465.5 418.196 -819.475 -6953.63 1417.57 13441.3 23588 -28850.1 -42713 32871 39205.8 11979.3 50400.9 101455 334671 -4273.64 3596.23 7001.37 121194 153005 215996 2497.98 5012.73 919.307
internal_weight=0 3.20537e+06 47944 47093 35561 25241 9780 1.11279e+06 497128 89475 615666 24498 12811 9757 5345 9598 8175 2382 5793 790 67 79718 24191 23326 885 709 404 22441 21551 591168
internal_count=4318164 3205370 47944 47093 35561 25241 9780 1112794 497128 89475 615666 24498 12811 9757 5345 9598 8175 2382 5793 790 67 79718 24191 23326 885 709 404 22441 21551 591168
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=3 3 1 5 0 0 1 0 5 0 1 1 1 1 6 5 0 6 5 1 5 4 1 0 6 1 1 5 0 0
split_gain=2.62442e+13 1.39029e+14 4.5916e+14 2.70142e+14 4.07034e+14 7.23259e+14 2.49397e+14 2.46686e+14 3.09817e+14 3.21098e+14 2.11774e+14 1.93746e+14 1.82248e+14 6.70862e+14 2.39541e+14 2.50483e+14 2.58471e+14 2.19921e+14 2.08496e+14 1.91987e+14 1.80644e+14 2.18448e+14 2.18798e+14 2.19264e+14 2.11639e+14 1.89994e+14 3.77251e+14 3.9844e+14 2.28103e+14 1.68972e+14
threshold=10.500000000000002 9.5000000000000018 82.95335685000002 97.050000000000011 55.061033200000004 55.055104550000003 65.610478850000007 55.034903650000011 94.040000000000006 54.940316550000006 82.911991800000024 82.981501350000016 82.966612450000014 82.968597500000016 1.5000000000000002 31.990000000000006 54.947737500000009 1.5000000000000002 58.040000000000006 82.957885500000017 75.015000000000015 3.5000000000000004 78.608766650000021 54.959412650000012 1.5000000000000002 28.619594500000002 30.102666750000001 62.710000000000008 59.820733200000006 55.07108800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 20 5 10 -6 8 12 -10 -5 -9 14 17 19 -16 -17 18 -14 -4 25 22 -22 -24 -23 -3 27 -27 -29 -25
right_child=-2 2 7 4 6 -7 -8 11 9 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21 21 24 23 29 -26 26 -28 28 -30 -31
leaf_value=-255.31189406416894 -316.64769771363137 -16277.273020990709 -24646.145767872091 2619.283161605983 -20178.97530565926 456671.54025607643 -101922.29887192123 30801.161898027654 10366.610360315768 -66406.352948284475 79984.35658717055 5536.4304197911015 27516.883154780022 -688.87924873340626 37173.972457951902 -22030.628632888995 16103.058223727405 7124.679595167433 76488.974482769263 -1228.1792631441629 12753.104952995644 94201.759485492512 -52145.955690779781 63861.69705123821 -12500.389092887133 49544.017183591932 4428.5051503663844 461245.51753048785 136865.6943699049 -31484.634974270426
leaf_weight=1938624 1629650 4442 3675 5998 7423 36 393 3722 873 1449 376 16452 6168 329566 875 15480 2008 5013 1012 73880 26178 194 212 1902 4445 335 237490 41 46 206
leaf_count=1938624 1629650 4442 3675 5998 7423 36 393 3722 873 1449 376 16452 6168 329566 875 15480 2008 5013 1012 73880 26178 194 212 1902 4445 335 237490 41 46 206
internal_value=0 191.937 1348.17 4466.75 -8970.85 9707.45 -24289.2 -615.234 -1111.01 -37542.1 7183.02 10197.6 -917.728 163.319 -4769.54 -15039.6 -17652.1 23197.5 34419.4 -2337.86 5160.65 12085.8 15361.6 44794.9 -8038.17 4213.78 4596.36 99061.9 289734 54544.2
internal_weight=0 2.68851e+06 749890 289717 14226 6410 7816 460173 439999 2322 6374 20174 437677 341759 95918 18363 17488 12193 7180 77555 275491 33137 28498 2320 4639 242354 237912 422 87 2108
internal_count=4318164 2688514 749890 289717 14226 6410 7816 460173 439999 2322 6374 20174 437677 341759 95918 18363 17488 12193 7180 77555 275491 33137 28498 2320 4639 242354 237912 422 87 2108
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 3 3 3 5 0 1 0 0 5 5 0 3 6 0 0 6 3 3 0 1 1 0 3
split_gain=2.59847e+13 4.81135e+14 5.77653e+14 5.55524e+14 8.61828e+14 9.33387e+14 3.90745e+14 3.6473e+14 6.12473e+14 3.99533e+14 3.87182e+14 3.2476e+14 3.07236e+14 9.6336e+14 5.68824e+14 5.41179e+14 5.19884e+14 5.19859e+14 6.67245e+14 5.41398e+14 3.80412e+14 3.72635e+14 3.71957e+14 3.51089e+14 3.47558e+14 4.98081e+14 3.804e+14 3.39153e+14 1.18951e+15 6.70062e+14
threshold=37.66934650000001 37.726745000000001 55.56564190000001 55.628356700000005 55.745923000000012 55.806974650000008 37.692869000000009 10.500000000000002 21.500000000000004 24.500000000000004 54.035000000000004 55.455204450000004 37.620907050000007 55.68356880000001 55.777112100000004 118.33500000000002 52.710000000000008 55.719391050000006 11.500000000000002 1.5000000000000002 55.535913550000011 55.860536450000005 1.5000000000000002 25.500000000000004 16.500000000000004 55.769960200000007 37.642309100000013 37.615058950000012 55.762622900000004 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 11 6 -5 7 -4 -6 10 -10 -9 -2 27 20 15 17 -16 18 -15 -19 -14 22 -18 -20 -21 26 -26 -1 29 -29
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12 -13 13 14 16 -17 21 19 23 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=388.82734789712833 -1047.3017377257518 18.939894214104044 -19536.077423205021 -37006.831799869855 -476.66163476105379 -12419.397142442895 43463.467852347771 46085.54319440441 -35899.03272287469 41076.337038626771 127360.18336206456 -40607.619863060143 14881.140914694652 -48077.7392924616 -4667.9943446522047 -379398.76135416672 86684.547541936685 229539.63530228229 38903.926687921354 75070.898407758825 -30217.883646712413 8836.8158916533594 22460.347354585785 208340.51571273804 -364929.73715420085 128261.101218378 -13197.655890877017 -33514.761161260692 41442.912862936639 44712.304958943685
leaf_weight=869963 2804 3347093 1340 8238 2884 18550 3711 1355 1064 1841 1033 7983 2601 1009 9708 30 1746 216 2743 2665 6658 3865 1865 128 61 84 62 12510 3154 1200
leaf_count=869963 2804 3347093 1340 8238 2884 18550 3711 1355 1064 1841 1033 7983 2601 1009 9708 30 1746 216 2743 2665 6658 3865 1865 128 61 84 62 12510 3154 1200
internal_value=0 -127.662 -9786.34 -4250.01 -8728.24 -11.994 26750.1 28134.9 43724.5 12882.9 81243.3 -30324.2 471.365 9880.7 20383.1 44416.7 10595.7 46241.4 21873.9 76858.6 -17548.9 30416.5 53514.2 46458 65375.7 -59444.6 -187634 116.552 -13929.3 -26667.8
internal_weight=0 3.3979e+06 50803 40016 34965 26727 5051 8177 5293 2905 2388 10787 920268 33441 24182 6998 17184 6968 3880 3088 9259 7476 3611 2871 2872 207 123 886827 16864 13710
internal_count=4318164 3397896 50803 40016 34965 26727 5051 8177 5293 2905 2388 10787 920268 33441 24182 6998 17184 6968 3880 3088 9259 7476 3611 2871 2872 207 123 886827 16864 13710
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 1 0 3 3 2 1 6 0 0 0 5 4 1 1 6 2 1 1 1 0 0 3 1 0 0
split_gain=2.67068e+13 1.80589e+14 2.93307e+14 2.39006e+14 2.13401e+14 1.68988e+14 1.81652e+14 1.63911e+14 3.26841e+14 5.38133e+14 4.40562e+14 3.33647e+14 3.78583e+14 3.01618e+14 2.10081e+14 2.01278e+14 2.43908e+14 2.11495e+14 1.9255e+14 1.9182e+14 5.72144e+14 4.88131e+14 4.07901e+14 3.76922e+14 8.26822e+14 2.42852e+15 3.69703e+14 4.50446e+14 5.49481e+14 3.65115e+14
threshold=42.005000000000003 45.005000000000003 37.869926150000005 55.455204450000004 55.030402950000003 39.826386800000009 57.60800230000001 8.5000000000000018 7.5000000000000009 4.5000000000000009 82.784560750000011 1.5000000000000002 59.982527000000012 60.035045000000004 51.636650050000007 75.750000000000014 1.5000000000000002 30.160599000000001 30.243224600000001 1.5000000000000002 1.5000000000000002 37.914142000000005 37.889331900000009 37.832345550000007 55.762622900000004 55.674875350000008 17.500000000000004 39.863684800000009 44.732363600000006 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 9 -3 11 12 15 18 -13 16 -10 -18 -14 21 -21 -9 23 -22 25 -25 27 28 -23 -27
right_child=1 7 4 -5 5 6 -8 19 10 -11 -12 14 13 -15 -16 -17 17 -19 -20 20 22 26 -24 24 -26 29 -28 -29 -30 -31
leaf_value=324.00485568060583 13663.003544088409 2403.753012717556 -886.79025635344681 271.33590788954177 -14120.058415311038 -6270.2893212953604 6050.1631702136492 -2961.5796129822434 22247.769189613744 -5062.7130981738146 55061.262758395438 1101.449323090457 46243.07965494792 -8104.2186796543965 24328.060067166618 18947.240670455896 -60897.917829350074 -11127.189534377916 -228547.35826286767 -9079.3760886202563 1965.9627198312237 80002.124614555258 -1771.1987950202902 -15968.427664998097 -6657.1210386470721 111479.01410410207 -1662.2367956163002 3432.0620297020537 13278.640830487531 22357.444067598768
leaf_weight=1600872 16587 501277 131308 67814 23918 111009 13413 214219 1862 119551 2146 5731 30 177 12150 3452 1008 5581 170 85252 240966 1286 704827 3665 6699 3193 128298 280508 30658 537
leaf_count=1600872 16587 501277 131308 67814 23918 111009 13413 214219 1862 119551 2146 5731 30 177 12150 3452 1008 5581 170 85252 240966 1286 704827 3665 6699 3193 128298 280508 30658 537
internal_value=0 -190.885 -2263.56 2903.15 -3822.93 -6421.94 -4942.11 129.759 1476.26 965.958 11282.5 8167.61 -4524.02 -103184 16883.8 -1399.2 -9710.16 -18741.2 -187329 -387.53 -1228.41 954.262 -531.125 2895.66 18790.8 41843.7 2857.49 4713.36 15964.8 98648.4
internal_weight=0 2.71729e+06 364049 84401 279648 148340 124422 2.35324e+06 653135 620828 32307 30161 12280 377 17881 11903 8451 6589 200 1.70011e+06 1.04514e+06 654969 959887 255060 14094 7395 440750 312452 31944 3730
internal_count=4318164 2717292 364049 84401 279648 148340 124422 2353243 653135 620828 32307 30161 12280 377 17881 11903 8451 6589 200 1700108 1045139 654969 959887 255060 14094 7395 440750 312452 31944 3730
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=3 0 1 5 1 0 3 2 1 5 1 5 5 4 1 0 0 5 1 0 0 1 1 1 1 5 5 4 5 0
split_gain=2.5381e+13 7.06596e+13 6.83397e+13 1.63638e+14 5.92702e+13 5.4458e+13 4.9444e+13 2.0998e+14 1.15726e+14 9.76428e+13 8.20218e+13 1.19625e+14 8.04566e+13 7.0112e+13 7.29579e+13 6.77896e+13 1.25378e+14 7.22854e+13 5.28039e+13 5.20328e+13 6.71871e+13 6.24593e+13 1.10889e+14 6.08891e+13 8.54221e+13 5.93288e+13 5.58104e+13 5.04505e+13 6.60734e+13 4.90728e+13
threshold=1.5000000000000002 51.717367500000009 37.832345550000007 73.995000000000019 37.214886200000009 59.863160500000006 2.5000000000000004 1.5000000000000002 37.971176850000006 43.405000000000008 20.507360500000004 61.845000000000006 62.995000000000012 4.5000000000000009 34.359746700000009 45.133160800000006 45.03656895000001 71.715000000000018 47.854228500000012 55.91302515000001 44.893607100000004 37.542000650000013 37.792847950000002 30.102666750000001 30.468306550000005 95.020000000000024 91.050000000000011 1.5000000000000002 64.020000000000024 57.057093650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 9 12 29 11 -11 -9 19 -15 16 18 -18 -12 20 -14 -22 -23 -21 25 -25 -26 -10 -29 -2
right_child=6 2 -4 4 -6 -7 -8 8 27 10 15 -13 13 14 -16 -17 17 -19 -20 23 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=2328.8205986906523 3979.6775190721573 -22205.160622217325 -7030.3516017790307 -35871.780002790176 -317868.05828125007 -217878.76509576614 -34.618488972581176 -9883.5068513463266 -6643.2210490938905 249864.613828125 15941.415370759078 27345.11962890625 -8598.4429062500003 165239.79308712122 -46674.836718750004 8649.7220780941461 39439.541628270956 106757.91872526042 -77260.477249243952 -100429.42389564043 -64491.244298258214 -242512.55600260419 -36144.399184782611 115659.03217340783 -14919.514552033253 -43991.885984848486 -135409.16902173913 3639.4748838804903 -7827.3762799935475 -10001.618073415675
leaf_weight=9683 17935 837 8370 35 20 31 4205107 4485 10330 35 3109 78 150 33 32 21302 548 225 62 81 323 60 46 79 234 33 46 25689 6247 2919
leaf_count=9683 17935 837 8370 35 20 31 4205107 4485 10330 35 3109 78 150 33 32 21302 548 225 62 81 323 60 46 79 234 33 46 25689 6247 2919
internal_value=0 -3649.18 -9878.07 -35701.9 -167059 -121360 16.107 2283.37 -2358.55 7091.52 11259.9 96267.1 -15864.2 -39878.2 60912.6 10879.4 22922.2 59034.2 14119.1 -46105.8 -66207 -86349.8 -152957 -21499.9 -5190.45 68619 -34714.2 -568.486 1396.44 2022.67
internal_weight=0 18976 9293 923 86 66 4.29919e+06 94081 47868 46213 25359 113 5602 1117 65 25246 3944 773 3171 1052 579 429 106 473 392 112 280 42266 31936 20854
internal_count=4318164 18976 9293 923 86 66 4299188 94081 47868 46213 25359 113 5602 1117 65 25246 3944 773 3171 1052 579 429 106 473 392 112 280 42266 31936 20854
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 6 1 5 4 4 5 0 3 1 5 3 1 0 1 1 1 1 3 1 1 5 1 0 5 0
split_gain=2.48667e+13 2.95608e+14 3.89738e+14 2.74203e+14 1.97549e+14 3.69853e+14 2.29481e+14 1.94598e+14 1.81174e+14 1.80539e+14 1.87751e+14 1.74972e+14 1.52238e+14 2.72087e+14 3.3723e+14 2.20898e+14 4.78896e+14 1.51647e+14 4.2846e+14 9.48591e+14 4.63778e+14 4.34315e+14 3.89961e+14 3.81035e+14 9.78286e+14 5.44026e+14 3.74546e+14 5.06162e+14 3.39792e+14 2.52498e+14
threshold=55.899899800000007 55.924336300000007 37.620907050000007 37.542000650000013 55.91302515000001 1.5000000000000002 37.832345550000007 68.52500000000002 2.5000000000000004 3.5000000000000004 87.395000000000024 55.91302515000001 4.5000000000000009 37.39371280000001 62.015000000000008 24.500000000000004 37.342273500000012 55.87722990000001 37.417247200000006 37.487839250000007 37.66934650000001 37.642309100000013 20.500000000000004 37.362912300000012 37.39371280000001 82.00500000000001 37.475443250000005 55.885524800000006 53.995000000000012 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 9 6 7 -4 -6 -5 11 -11 12 -2 14 -14 16 -16 -1 23 22 21 29 -20 -19 -25 -26 -24 -28 -23 -21
right_child=1 -3 4 8 5 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 19 20 -22 28 26 24 25 -27 27 -29 -30 -31
leaf_value=-82.716987131754763 -10976.664267611832 121.30954365642754 8312.6290440068406 61464.023454754381 -1816.0883083750086 22365.311016173335 -18330.866639075004 -55889.345303616887 174101.98737046635 128257.2574169922 -113089.27606657096 1400.5257300432534 53692.072978904951 28435.019866179951 78291.475170238598 93002.278713669148 426222.87724264705 1135.4032796911829 -66516.972331874582 -7016.8192604818514 -18323.172711328581 31736.857288647061 27449.097584212537 312225.41022727272 10281.6170557571 264082.10322574014 209023.39079122341 -145083.99114264641 149085.47331012972 20824.066960240412
leaf_weight=2991712 436 1260308 6942 549 3190 10875 6050 841 193 40 166 1474 602 1615 74 143 85 1538 3707 8140 10561 799 993 154 761 95 47 286 357 5431
leaf_count=2991712 436 1260308 6942 549 3190 10875 6050 841 193 40 166 1474 602 1615 74 143 85 1538 3707 8140 10561 799 993 154 761 95 47 286 357 5431
internal_value=0 366.94 9670.31 34321.8 4919.03 12775.2 -4094.48 -13097.6 90762 25286.5 -66225.9 29542.9 43580.8 53023.8 96951.8 183185 264293 -156.936 -6912.33 -10222 -2331.19 9136.95 -49869.1 32472.9 80192.9 38448.7 -3328.03 -95104.9 67976.9 4124.87
internal_weight=0 1.29358e+06 33275 5377 27898 14906 12992 4031 742 4635 206 4429 2955 2519 904 302 159 3.02458e+06 32869 30321 25288 14727 5033 2548 1010 856 1326 333 1156 13571
internal_count=4318164 1293583 33275 5377 27898 14906 12992 4031 742 4635 206 4429 2955 2519 904 302 159 3024581 32869 30321 25288 14727 5033 2548 1010 856 1326 333 1156 13571
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 0 3 3 0 4 3 0 6 3 0 5 5 5 0 5 0 6 3 5 0 1 0 3 3 0
split_gain=2.46087e+13 1.35777e+14 1.22373e+14 3.51899e+14 5.0003e+14 3.64932e+14 6.37697e+14 2.37379e+14 3.06935e+14 2.41607e+14 2.22059e+14 1.74422e+14 2.03199e+14 1.72798e+14 1.67436e+14 1.54988e+14 1.51279e+14 1.4898e+14 1.23537e+14 1.23131e+14 1.18556e+14 4.27417e+14 5.21535e+14 5.0918e+14 5.00829e+14 2.7725e+14 3.27442e+14 2.52806e+14 4.15178e+14 3.86524e+14
threshold=30.160599000000001 54.648549400000007 30.102666750000001 7.5000000000000009 60.017447350000005 59.990816400000007 5.5000000000000009 8.5000000000000018 59.846652800000008 1.5000000000000002 13.500000000000002 59.863160500000006 1.5000000000000002 4.5000000000000009 59.853570100000006 47.415000000000006 57.705000000000005 83.010000000000005 59.990816400000007 57.995000000000012 59.939091550000008 1.5000000000000002 14.500000000000002 90.015000000000015 60.003414000000006 28.619594500000002 58.242297500000006 4.5000000000000009 5.5000000000000009 60.063729500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 5 13 19 14 10 -10 -9 12 -11 -4 -5 -15 -16 -12 -18 -7 25 22 27 -24 -23 -3 -27 -22 29 -29
right_child=-2 2 3 7 -6 6 -8 8 9 11 17 -13 -14 15 16 -17 18 -19 -20 -21 21 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=-92883.964480287206 -30.954491839014157 1851.3428608671184 -938.95240967543486 -43840.021739256495 -33372.90624031605 39840.900900238928 624706.39531250007 1213.0497760345161 380.42588827191622 32819.198294887508 -33278.390402399724 -12203.384348940046 92651.764880523493 29908.185871904036 -14758.406299506294 81891.377757365088 356739.0113425926 -131956.01789508929 41356.978260869568 204067.67950171494 -35483.321136293314 -102150.51278912862 30592.790943557346 -169433.18495953237 4949.5238881407986 -106181.10761372627 -13273.934031634371 33505.294531250001 89964.298284179691 366811.11675130209
leaf_weight=151 4246761 36700 654 1482 837 103 28 3676 2872 1948 1217 534 801 1088 72 1213 27 175 23 82 101 480 1507 139 4832 395 9572 49 525 120
leaf_count=151 4246761 36700 654 1482 837 103 28 3676 2872 1948 1217 534 801 1088 72 1213 27 175 23 82 101 480 1507 139 4832 395 9572 49 525 120
internal_value=0 1841.05 2041.79 9493.5 35369.8 53531.9 179948 1414.09 6556.97 21563.3 -11667.9 40094.2 50253.1 44419.7 -34570 57311.8 78037.4 -45684 211663 112633 -263.007 11188.3 45824.9 13701.2 -4728.19 -2165.46 -16955.9 112335 133848 270172
internal_weight=0 71403 71252 16832 4005 3168 213 12827 11223 6155 5068 3283 2749 2955 1604 2301 122 1392 50 185 54420 7753 2441 1646 5312 46667 9967 795 694 169
internal_count=4318164 71403 71252 16832 4005 3168 213 12827 11223 6155 5068 3283 2749 2955 1604 2301 122 1392 50 185 54420 7753 2441 1646 5312 46667 9967 795 694 169
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 0 0 1 3 0 1 5 5 5 5 0 1 0 1 5 3 6 3 0 1 2 5 5 0 3
split_gain=2.41669e+13 3.55758e+14 1.96551e+14 2.14915e+14 1.93205e+14 3.64868e+14 1.81743e+14 2.22456e+14 3.60802e+14 2.1315e+14 2.00675e+14 1.74668e+14 1.73405e+14 1.723e+14 1.48339e+14 1.44448e+14 4.69731e+14 7.16576e+14 4.52827e+14 3.66464e+14 3.02853e+14 7.87465e+14 6.16381e+14 1.17179e+15 3.36979e+14 3.31056e+14 3.13489e+14 3.12557e+14 3.20705e+14 4.83938e+14
threshold=65.480823400000006 61.463701450000009 57.131524800000008 55.405000000000008 57.106514900000001 57.265292900000006 57.117834900000013 65.565203050000022 9.5000000000000018 57.106514900000001 65.58467570000002 97.050000000000011 85.020000000000024 120.05000000000001 85.020000000000024 54.978840000000005 82.981501350000016 55.110554300000004 65.659480050000013 67.990000000000023 10.500000000000002 1.5000000000000002 7.5000000000000009 55.099723300000008 82.968597500000016 6.5000000000000009 101.05000000000001 75.750000000000014 55.061033200000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 11 -6 7 8 13 15 -11 -3 -12 14 -2 -9 17 19 -19 -17 21 -21 23 24 25 -23 -22 -24 -29 -30
right_child=2 4 3 -5 5 -7 -8 9 -10 10 12 -13 -14 -15 -16 16 -18 18 -20 20 26 22 27 -25 -26 -27 -28 28 29 -31
leaf_value=-36.878458663571358 62375.557806413592 -15006.5499224126 734.60296243975836 11731.252265822002 14686.919001097267 -23294.74863275091 -10613.370713323166 -1258.4630365629951 8736.916530101611 764.81489214273472 -24466.745495435054 -93010.50727320931 -90959.000374469455 -66869.327555735523 156954.29253766095 4211.9431979189239 -1076.4408753562509 6485.7954904543194 -18276.742197979729 77373.671660409134 12993.170953978912 407.3625006628767 8860.549014255912 313787.76901384321 -68612.740947984275 -178438.03142857144 -11528.102965729471 52227.010448279296 390430.49138020835 -16681.797342731446
leaf_weight=3098703 714 21225 41682 30983 6700 4063 15741 418319 8047 3601 3680 291 439 82 216 185555 395510 11374 21056 2346 21152 7251 4059 114 851 105 6919 6263 30 1093
leaf_count=3098703 714 21225 41682 30983 6700 4063 15741 418319 8047 3601 3680 291 439 82 216 185555 395510 11374 21056 2346 21152 7251 4059 114 851 105 6919 6263 30 1093
internal_value=0 -145.673 384.187 5423.37 -10589.7 348.954 55.6389 208.483 15814.2 78.7495 -16478.6 -16061.5 -31553.4 72089.9 84342.2 196.885 1114.2 4345.08 -9591.91 6262.36 13843.9 22596.8 16095.4 -4614.81 -9037.61 -2145.49 6949.12 31152.7 43403.4 -5806.14
internal_weight=0 3.13098e+06 1.18718e+06 72665 32279 10763 1.11452e+06 1.09878e+06 9059 1.08972e+06 7720 21516 4119 1012 930 1.082e+06 663678 268168 32430 235738 50183 22112 19766 8321 8207 7356 28071 11445 7386 1123
internal_count=4318164 3130982 1187182 72665 32279 10763 1114517 1098776 9059 1089717 7720 21516 4119 1012 930 1081997 663678 268168 32430 235738 50183 22112 19766 8321 8207 7356 28071 11445 7386 1123
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=1 2 1 0 3 5 4 5 4 0 0 5 0 0 0 3 0 5 1 5 5 3 0 1 0 4 5 0 5 3
split_gain=2.92059e+13 7.26466e+13 9.05829e+13 2.42556e+14 1.09186e+14 1.06063e+14 1.48387e+14 8.37565e+13 1.82403e+14 1.84701e+14 1.37588e+14 9.94472e+13 8.86039e+13 1.89903e+14 4.92309e+14 3.18202e+14 3.48325e+14 2.6535e+14 2.11828e+14 1.88837e+14 1.72669e+14 1.69792e+14 1.29279e+14 1.2096e+14 9.47689e+13 9.03136e+13 1.21022e+14 8.98895e+13 8.59679e+13 8.50734e+13
threshold=83.015546400000019 1.5000000000000002 83.026705000000007 55.039751500000008 24.500000000000004 74.610000000000014 2.5000000000000004 70.00500000000001 3.5000000000000004 50.565831500000009 51.83362145000001 77.00500000000001 56.054485600000007 54.811549550000009 54.986619450000006 15.500000000000002 54.864040150000001 96.015000000000015 86.067573200000012 132.05000000000004 100.05000000000001 8.5000000000000018 53.340367100000002 83.140147550000009 54.970187400000007 2.5000000000000004 74.010000000000005 55.061033200000004 114.05000000000001 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -4 9 -9 11 -11 13 20 15 16 17 23 27 21 25 28 -22 -15 -17 26 -12 -16 -18 -13
right_child=1 2 7 -5 -6 6 -8 8 -10 10 12 29 -14 14 18 24 19 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-70.820817763553521 -2658.5830371565389 18390.358171330703 396.6864664703312 -30847.510503195175 -41665.679863435158 -42382.209626377531 20299.223918823554 71880.101921138528 -5470.4983236748276 17919.075162999772 23939.662984980198 -14556.095794482942 -4926.6115569600015 201337.28718854632 -7580.5614125546699 36203.421433352356 14722.254819684709 481657.73927083332 16136.161644349775 291350.41583614866 -4692.954457342229 79798.009858064237 -66351.982343022406 -6509.0578376116073 -41402.302866314829 14395.028541734635 -27015.004522346382 -74062.040643310553 -158295.81660156252 -136205.41382759713
leaf_weight=4020050 46884 11191 203252 1361 349 727 786 482 10071 136 710 94 3258 140 443 356 280 30 5961 37 873 1198 557 35 282 6708 1357 376 32 148
leaf_count=4020050 46884 11191 203252 1361 349 727 786 482 10071 136 710 94 3258 140 443 356 280 30 5961 37 873 1198 557 35 282 6708 1357 376 32 148
internal_value=0 955.015 1629.38 9326.01 13514.8 15030.7 -9819.35 1160.91 5788.82 10615.5 9332.19 -50501.8 10331.5 12897.2 23341.2 62366.9 84385.8 206874 9584.39 68154.3 3512.46 62685.3 -28709.8 159768 1901.2 8763.49 -9512.43 -38102 -3023.19 -88953.2
internal_weight=0 298114 251230 14414 13053 12704 1513 236816 33564 23493 23011 378 22633 19375 9170 2390 1752 205 6780 1547 10205 1510 1430 175 638 8775 2067 819 312 242
internal_count=4318164 298114 251230 14414 13053 12704 1513 236816 33564 23493 23011 378 22633 19375 9170 2390 1752 205 6780 1547 10205 1510 1430 175 638 8775 2067 819 312 242
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=4 0 1 0 1 3 5 3 5 3 0 5 1 1 5 5 4 1 0 1 5 3 5 5 0 3 1 2 1 1
split_gain=2.79557e+13 1.16183e+14 1.8365e+14 1.51023e+14 1.7729e+14 1.23577e+14 1.11743e+14 2.08392e+14 1.75852e+14 1.54277e+14 1.69011e+14 1.42086e+14 1.41382e+14 5.66021e+14 1.39118e+14 1.557e+14 2.41758e+14 2.04696e+14 1.20978e+14 1.34289e+14 2.41949e+14 5.84708e+14 1.85047e+14 2.45737e+14 2.54513e+14 4.20687e+14 2.46557e+14 1.76842e+14 1.7583e+14 1.6468e+14
threshold=1.5000000000000002 43.642715500000008 39.704585000000002 43.592450450000008 39.718803500000007 11.500000000000002 71.715000000000018 5.5000000000000009 120.05000000000001 24.500000000000004 59.896318000000008 118.33500000000002 82.966612450000014 82.964402850000013 114.05000000000001 97.050000000000011 1.0000000180025095e-35 37.597123000000003 60.063729500000008 30.451272450000005 71.00500000000001 19.500000000000004 64.405000000000015 62.385000000000012 59.950068600000009 9.5000000000000018 30.362552800000003 2.5000000000000004 37.559851850000008 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 18 8 11 -9 12 14 13 -11 15 -8 17 -17 19 20 22 -22 23 29 -25 27 -27 -26 -21 -3
right_child=-2 6 3 -5 5 -7 7 9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 28 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=32703.387664163529 -225.11811180643701 -1431.0200131939507 194673.38402777779 -21013.844049719446 -7037.7507030371607 10782.450923153308 -43338.165108562367 -7763.5191328608307 11800.263718821099 43052.384285985157 -129095.87528351817 -311733.92215909093 -3747.015907194469 393665.57050000003 165024.09319196432 -265597.48379755433 -215047.90114250986 78879.18359375 -6231.522912433793 -2633.934954430079 -74200.784280960652 397951.66930912994 -41531.915586299983 20715.05354509984 194092.46732954547 310983.59394368489 -34225.003140625005 -145108.89577205884 656.05680826673404 5579.6850053577109
leaf_weight=1218 2422128 49805 45 6131 22667 4698 1012 9997 467 582 62 22 426 50 28 23 143 69 26635 182388 54 51 916 439 22 120 25 51 1485510 102380
leaf_count=1218 2422128 49805 45 6131 22667 4698 1012 9997 467 582 62 22 426 50 28 23 143 69 26635 182388 54 51 916 439 22 120 25 51 1485510 102380
internal_value=0 287.581 -5440.65 -6825.8 -3652.26 -3978.39 394.555 -8887.14 -40818 -3820.48 31374.6 -59763.8 40778.4 70790.8 -55416.1 -60365.8 -133693 -7239.98 459.237 557.059 3383.84 155130 3280.21 3548.78 64575 152899 251465 -42883.8 296.29 3285.32
internal_weight=0 1.89604e+06 34759 33541 27410 27365 1.86128e+06 12881 1764 11117 1120 1297 1058 632 1275 1247 235 92 1.8484e+06 1.82176e+06 153863 105 153758 152842 657 218 145 73 1.6679e+06 152185
internal_count=4318164 1896036 34759 33541 27410 27365 1861277 12881 1764 11117 1120 1297 1058 632 1275 1247 235 92 1848396 1821761 153863 105 153758 152842 657 218 145 73 1667898 152185
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=3 1 5 0 0 1 1 1 0 0 1 0 1 3 3 5 0 0 1 0 1 5 1 1 1 0 0 5 1 1
split_gain=2.59082e+13 1.33118e+14 2.70999e+14 3.04974e+14 1.3536e+15 1.03185e+15 9.25823e+14 4.71928e+14 5.76378e+14 4.67529e+14 1.70835e+15 5.14924e+14 4.93263e+14 6.32343e+14 3.41911e+14 2.95478e+14 2.87389e+14 3.44117e+14 2.93293e+14 8.95871e+14 2.82029e+14 3.00546e+14 2.7699e+14 2.54031e+14 2.50287e+14 2.47193e+14 2.47022e+14 2.38067e+14 2.28549e+14 2.34489e+14
threshold=10.500000000000002 37.869926150000005 41.305000000000007 55.719391050000006 55.708120100000009 37.944765900000007 37.971176850000006 37.889331900000009 55.755036050000008 55.695992150000002 37.889331900000009 55.173809400000003 38.781124500000011 16.500000000000004 16.500000000000004 81.00500000000001 55.120365700000008 55.078308950000007 38.92948375000001 45.047272400000004 37.914142000000005 66.50500000000001 37.998366300000008 38.151577750000008 60.58031445000001 55.899899800000007 56.802385350000009 110.05000000000001 83.761389800000003 38.969379750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 -6 7 8 -5 11 -11 12 13 -4 24 -9 17 18 19 -14 21 -12 -22 -15 -8 -10 -16 -13 29 -20
right_child=1 2 3 6 5 -7 14 15 25 10 20 27 16 23 26 -17 -18 -19 28 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=190.70406508233501 784.31890264660467 1340.1381990970071 15707.90831826618 75605.713697809071 170508.94969897342 -4659.6393630848534 -13467.82284393499 -39219.921656581631 -52228.909995900598 -44957.905866762885 52242.080447778564 -13865.546009945527 10591.90399673247 87603.633799684205 -4097.1326272059732 -102308.88902549467 18359.46239471274 -22505.84601040031 9520.0318953484584 -50192.427474039963 67176.119985507845 -38277.340069716935 -31983.729473917647 226275.52608952706 -2871.2384157220458 41662.608612491778 5256.8110791040026 -67608.643790142218 17143.692061909158 -1430.3483824704945
leaf_weight=2688514 657534 317387 2369 779 812 574 47230 7332 1178 2723 812 22911 5145 462 68601 826 7558 7525 20719 4586 4619 669 300 185 42211 368 47977 855 7225 348178
leaf_count=2688514 657534 317387 2369 779 812 574 47230 7332 1178 2723 812 22911 5145 462 68601 826 7558 7525 20719 4586 4619 669 300 185 42211 368 47977 855 7225 348178
internal_value=0 -314.614 -1057.93 -2220.41 -703.426 97964.4 -5290.99 -34280.7 5463.67 -1016.48 21383.8 -1494.26 -652.662 39637.2 -3815.88 -45607.7 -955.738 -1326.84 -913.805 -18054.4 49610.1 11352.5 61128.6 127255 -8466.85 -29879.6 -247.571 -15799 -470.345 -815.323
internal_weight=0 1.62965e+06 972116 654729 438227 1386 216502 10483 2325 436841 9123 427718 403952 3016 206019 8158 400936 393378 385853 9731 6400 1481 4919 647 89441 1546 116578 23766 376122 368897
internal_count=4318164 1629650 972116 654729 438227 1386 216502 10483 2325 436841 9123 427718 403952 3016 206019 8158 400936 393378 385853 9731 6400 1481 4919 647 89441 1546 116578 23766 376122 368897
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=0 1 1 6 1 6 3 3 5 5 1 2 4 3 5 5 3 5 1 5 1 3 4 0 5 3 5 3 1 3
split_gain=2.56082e+13 5.54923e+13 1.272e+14 1.66931e+14 1.30734e+14 1.40226e+14 1.55516e+14 1.7039e+14 1.472e+14 1.16947e+14 9.84566e+13 1.34243e+14 8.19459e+13 1.09379e+14 8.00159e+13 7.84685e+13 7.6503e+13 7.45724e+13 1.02251e+14 1.14807e+14 7.04119e+13 6.88699e+13 7.87042e+13 6.87119e+13 6.55472e+13 6.22228e+13 6.18761e+13 6.09539e+13 5.59453e+13 7.12864e+13
threshold=43.465905150000005 47.554129950000011 47.473138800000008 1.5000000000000002 46.037218400000008 1.5000000000000002 11.500000000000002 12.500000000000002 38.210000000000008 116.06000000000002 39.969502550000009 8.5000000000000018 1.0000000180025095e-35 4.5000000000000009 110.05000000000001 137.05000000000004 23.500000000000004 72.705000000000013 43.048525950000005 79.010000000000005 39.925119750000007 10.500000000000002 2.5000000000000004 42.966471700000007 53.995000000000012 13.500000000000002 110.05000000000001 4.5000000000000009 45.148007750000012 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 5 6 14 8 10 -6 -8 -12 13 -7 17 25 28 27 19 -19 -15 22 -4 -23 -9 -5 -3 -1 -14 -30
right_child=-2 26 3 15 9 12 7 24 -10 -11 11 -13 16 20 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-22298.223710179009 -25.773216368260211 -2315.4745404065766 164.05813063123514 23084.617048176653 -9694.9676019186281 -8122.8026501225504 29526.619218750002 -34287.137010995371 72510.47017589098 -72372.201499255956 181783.21132015309 462903.16057692311 -4306.1450425362254 16153.134759020451 -35607.179091500475 78207.953437817589 104740.33556436567 357189.1985119048 33177.231755855435 67175.879727564097 84520.996674009817 -26880.429293690606 45357.407264498906 5369.4979505345991 56845.733535156251 -18651.02358127886 -34639.041844700339 17106.915956870809 5014.4010806033157 58894.015074530493
leaf_weight=515 4270332 9193 1419 6216 5418 510 20 135 178 315 49 26 14182 268 313 246 67 21 775 39 344 1461 529 1206 190 379 633 1651 1227 307
leaf_count=515 4270332 9193 1419 6216 5418 510 20 135 178 315 49 26 14182 268 313 246 67 21 775 39 344 1461 529 1206 190 379 633 1651 1227 307
internal_value=0 2300.97 4032.86 12840 232.704 3915.21 20976.5 67913.3 126155 -13138.8 226667 279238 -32.9713 26079.9 12507 22754.6 -1889.31 17525.2 42914 168681 54582.1 -1856.95 12436.8 -12297.2 18990.5 20686.2 -4397.79 7737.73 -2343.89 15797.3
internal_weight=0 47832 38006 11456 26550 20817 3912 598 273 5733 95 75 16905 1122 3314 6841 15783 3001 835 60 612 4615 1948 2667 325 6595 9826 2166 15716 1534
internal_count=4318164 47832 38006 11456 26550 20817 3912 598 273 5733 95 75 16905 1122 3314 6841 15783 3001 835 60 612 4615 1948 2667 325 6595 9826 2166 15716 1534
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=5 2 1 3 1 0 0 0 3 1 3 2 0 2 1 1 2 1 1 1 3 3 1 4 1 5 6 1 1 4
split_gain=2.5691e+13 4.30584e+13 8.57712e+13 2.36571e+14 1.20794e+14 1.00037e+14 7.52729e+13 8.76719e+13 7.16251e+13 8.49792e+13 1.87817e+14 1.35844e+14 1.26538e+14 1.08029e+14 1.01675e+14 9.12516e+13 1.21749e+14 1.15289e+14 9.71389e+13 1.07852e+14 6.60767e+13 6.18594e+13 6.16019e+13 6.86198e+13 6.1503e+13 5.68053e+13 5.43539e+13 8.35918e+13 8.92461e+13 7.41664e+13
threshold=177.02500000000003 8.5000000000000018 82.926290250000008 15.500000000000002 86.067573200000012 45.029420750000007 56.838612000000005 60.029906750000002 26.500000000000004 39.188277450000008 16.500000000000004 22.500000000000004 55.751981950000008 15.500000000000002 82.902675200000019 37.098288800000006 20.500000000000004 39.011252750000004 39.027779200000005 38.996948700000011 15.500000000000002 21.500000000000004 47.208373000000009 3.5000000000000004 55.957851400000003 225.45000000000002 1.5000000000000002 49.111504200000006 82.902675200000019 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 5 -4 -5 -3 8 20 9 15 14 12 13 -12 22 -7 18 -18 19 -17 -8 -22 23 -11 -15 -14 27 29 -29 -2
right_child=1 2 3 4 -6 6 7 -9 -10 10 11 -13 25 24 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-10.854184334723886 -23672.81813956624 -19201.766550925928 71640.321107177748 -198179.80083802692 37825.970581896552 137982.37496501868 -87188.617848696507 133787.29877511162 -62109.312333622685 -68150.06901189631 292759.26794270833 -89382.448065476201 355360.1402777778 -14721.197347383722 213160.41805555555 -17207.548275733541 40960.440446391862 269782.16748991935 -132706.75980603448 144430.99024234695 113395.83052325582 -57233.409681919649 -26673.510517939816 140283.0443498884 138077.95388901656 152811.34265625 4314.2027956165794 116500.28935825893 -67886.554594494053 -118258.4166236413
leaf_weight=4309630 297 378 100 86 29 67 115 35 54 22 30 21 45 43 27 262 76 31 58 49 43 42 162 56 68 20 6091 70 42 115
leaf_count=4309630 297 378 100 86 29 67 115 35 54 22 30 21 45 43 27 262 76 31 58 49 43 42 162 56 68 20 6091 70 42 115
internal_value=0 5481.31 18669.4 -40848.7 -138665 26179 39115.6 -12220.9 50173.4 56020.3 86032.9 152905 177604 124391 29178.9 28716 13336.1 107255 -13897.7 8259.62 -37772.4 29084.9 8481 81494.2 78885.5 293037 1655.49 -29249.5 47355.2 -50074.1
internal_weight=0 8534 1919 215 115 1704 1326 235 1091 1037 494 227 206 141 267 543 476 107 369 311 200 85 240 78 111 65 6615 524 112 412
internal_count=4318164 8534 1919 215 115 1704 1326 235 1091 1037 494 227 206 141 267 543 476 107 369 311 200 85 240 78 111 65 6615 524 112 412
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 6 1 4 0 0 1 3 1 1 0 1 0 5 3 3 0 4 5 1 1 0 1 3 0 1
split_gain=2.52699e+13 2.51021e+14 3.11383e+14 2.48718e+14 1.70931e+14 1.5629e+14 1.41355e+14 1.38323e+14 1.08779e+14 6.62082e+14 3.3478e+14 2.85509e+14 2.92235e+14 2.60317e+14 2.15868e+14 7.77431e+14 4.71678e+14 3.70064e+14 2.49248e+14 1.52219e+14 1.30614e+14 1.22421e+14 1.19632e+14 1.1379e+14 1.10081e+14 1.01821e+14 8.68912e+13 3.05969e+14 2.32112e+14 3.97668e+14
threshold=26.500000000000004 59.863160500000006 60.003414000000006 59.853570100000006 88.015000000000015 1.5000000000000002 30.362552800000003 1.5000000000000002 55.834684950000003 55.842510000000011 37.620907050000007 27.500000000000004 60.695889550000011 37.642309100000013 55.806974650000008 37.542000650000013 55.812836050000008 44.605000000000011 34.500000000000007 28.500000000000004 55.820531900000013 3.5000000000000004 125.85000000000001 37.362912300000012 65.480823400000006 55.826364100000013 50.227799100000006 30.500000000000004 55.719391050000006 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 8 -5 7 -4 -3 14 10 19 12 -11 -12 21 16 17 -16 20 -10 -17 22 26 -18 -14 -25 27 28 29 -2
right_child=1 2 6 4 -6 -7 -8 -9 9 11 13 -13 24 -15 15 18 23 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=26.205096613352648 76545.170938447161 -13941.061339189919 9445.5707568547041 83196.993722777246 377047.53125 -111190.18896630495 -36207.914431390229 -76155.674844871421 266413.77932942711 27030.671863773285 352016.06807432434 -5010.0784657812219 296131.25268640352 -21219.140062500002 -47949.707443972802 45450.311297935841 42890.139856905764 -193501.66704579454 -35013.335655954033 56834.598584582891 -119486.283671875 66692.293858578341 -100697.11957967459 -119782.96414118705 23454.0546875 -14242.491709459857 -14391.087197265027 -6029.277892894449 -860.87142703798099 6999.4887713774215
leaf_weight=4268080 1495 831 2228 113 24 401 975 627 36 2148 74 12402 57 25 278 1208 193 470 716 928 50 266 121 139 20 267 4086 15298 2781 1827
leaf_count=4268080 1495 831 2228 113 24 401 975 627 36 2148 74 12402 57 25 278 1208 193 470 716 928 50 266 121 139 20 267 4086 15298 2781 1827
internal_value=0 -2233.16 -23346.5 140.696 134674 -55902 -4451.45 -40695.9 -269.934 6445.35 82645.5 907.599 33892.3 257765 -3878.87 -27880.3 -86451.8 -139406 12087.2 64661.2 38894.8 -798.217 -1499.27 -20325.2 225306 -50375.8 -1028.32 1522.97 20453.7 38297.1
internal_weight=0 50084 5062 45022 137 1859 3203 1458 44885 15690 1063 14627 2225 99 29195 3321 1347 748 1974 964 1258 25874 25608 599 77 406 25487 21401 6103 3322
internal_count=4318164 50084 5062 45022 137 1859 3203 1458 44885 15690 1063 14627 2225 99 29195 3321 1347 748 1974 964 1258 25874 25608 599 77 406 25487 21401 6103 3322
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=5 1 0 0 5 3 4 1 1 1 1 6 3 0 0 3 5 1 5 0 3 2 1 3 4 0 3 3 0 0
split_gain=2.35187e+13 5.6401e+13 7.85761e+13 1.45381e+14 1.56137e+14 9.19063e+13 7.49872e+13 6.53841e+13 9.78122e+13 7.47291e+13 6.52144e+13 5.87954e+13 8.07719e+13 1.32664e+14 6.03188e+13 7.21954e+13 5.738e+13 5.36994e+13 5.27416e+13 7.12817e+13 4.94066e+13 8.94196e+13 8.2274e+13 7.91055e+13 7.41736e+13 6.20423e+13 4.81812e+13 4.79089e+13 1.24093e+14 7.52335e+13
threshold=29.050000000000004 30.425002000000003 55.56564190000001 55.769960200000007 21.015000000000004 16.500000000000004 1.0000000180025095e-35 37.39371280000001 37.832345550000007 37.362912300000012 37.889331900000009 1.5000000000000002 9.5000000000000018 59.932719750000011 59.939091550000008 8.5000000000000018 28.810000000000006 37.642309100000013 19.650000000000002 43.592450450000008 16.500000000000004 1.5000000000000002 37.767735350000002 17.500000000000004 1.0000000180025095e-35 55.74310830000001 32.500000000000007 5.5000000000000009 55.061033200000004 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 4 17 10 -7 9 16 -6 -3 12 13 -1 15 -15 20 -4 19 -8 21 24 23 -22 -9 -26 -24 29 -29 -12
right_child=-2 2 3 -5 7 6 18 8 -10 -11 27 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=-11001.889422354614 55.269447172972235 -9761.4469281612255 8166.5046395244899 -773.74764280567399 10.56957565320033 -3330.3582698675646 191543.49903273812 -10950.244860323473 8715.0927571757056 -114282.44652343751 -12702.820638048928 -1235.1945667856141 -9450.2365671099014 -71924.169598214285 -54905.867336481264 -216598.29766773898 70636.717492675787 -4713.8597961516653 -15933.602619319518 5092.5502968984592 -50673.696518760153 45637.252630581788 93405.949394862502 14667.115589221241 35633.13149169922 196415.45494791667 19044.502360918599 5476.6296607634104 -10703.704906221439 -400.14031027828418
leaf_weight=507 4088837 7182 5428 71837 1229 18868 21 591 5355 60 5757 9515 6873 70 176 68 292 8018 9793 869 202 2007 199 2239 120 30 155 29841 5635 36390
leaf_count=507 4088837 7182 5428 71837 1229 18868 21 591 5355 60 5757 9515 6873 70 176 68 292 8018 9793 869 202 2007 199 2239 120 30 155 29841 5635 36390
internal_value=0 -985.439 -538.75 1542.87 7962.1 -2318.31 -7120.81 16017.7 18474.5 -5309.51 -644.835 -6491.32 -12991.5 -42636.7 -93716 -143213 27431 485.799 -13815.4 9491.95 25155 34676.4 15793.7 9259.97 4988.99 67789.6 60846.6 198.672 2906.55 -2080.6
internal_weight=0 229327 212118 97762 25925 114356 29551 12479 11190 1289 84805 17209 7694 821 314 138 5835 13446 10683 890 5543 2748 2795 2441 741 150 354 77623 35476 42147
internal_count=4318164 229327 212118 97762 25925 114356 29551 12479 11190 1289 84805 17209 7694 821 314 138 5835 13446 10683 890 5543 2748 2795 2441 741 150 354 77623 35476 42147
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=5 4 2 3 4 4 3 0 2 3 2 0 0 1 1 3 2 0 0 1 3 3 0 1 0 0 0 1 1 4
split_gain=2.27889e+13 5.43927e+13 8.38708e+13 9.37688e+13 5.69688e+13 9.70635e+13 2.16633e+14 1.91932e+14 1.01217e+14 1.654e+14 7.95076e+13 7.33418e+13 1.14336e+14 6.79808e+13 1.7343e+14 1.55214e+14 6.62802e+13 1.19424e+14 9.96827e+13 1.8648e+14 1.63426e+14 9.10411e+13 6.31043e+13 9.36519e+13 7.23483e+13 6.30492e+13 8.37215e+13 6.2383e+13 1.33312e+14 1.14654e+14
threshold=225.45000000000002 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 4.5000000000000009 2.5000000000000004 11.500000000000002 55.020029900000004 9.5000000000000018 4.5000000000000009 1.5000000000000002 45.029420750000007 54.762542150000009 52.395917250000004 61.284352600000013 7.5000000000000009 7.5000000000000009 54.920670650000005 45.098908000000009 39.003296000000006 3.5000000000000004 2.5000000000000004 57.641335050000002 43.048525950000005 56.501468900000013 55.078308950000007 43.514103700000014 37.944765900000007 40.810045900000013 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 10 16 9 22 -3 -6 -13 -11 -15 -16 17 18 19 -7 21 -20 23 -9 -25 26 -12 29 -29 -14
right_child=1 4 3 -5 11 7 -8 8 -10 13 25 12 27 14 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.2207713075910895 -31302.950475431746 -13665.313873581659 285515.56742995692 23983.528365384616 -34205.380432477679 138153.11453354781 -58816.54677976176 234018.09718749998 27311.002589142634 -98977.818524128408 101244.03166862279 83642.879328021183 -164096.8915134804 -390301.65716911765 -273037.15160845587 19280.137650240384 66919.260367615585 46758.834232954548 -68524.521274142797 -62336.745756635282 -199252.26933826265 169051.94211956521 -126131.12459590517 -89567.694985465117 130161.60951086956 80000.428875716651 566.09300306213925 185337.99454787234 12631.38213951873 67136.60557432432
leaf_weight=4313902 38 252 29 26 210 68 313 20 78 147 109 301 51 34 34 39 146 242 54 146 84 23 29 43 23 387 341 47 911 37
leaf_count=4313902 38 252 29 26 210 68 313 20 78 147 109 301 51 34 34 39 146 242 54 146 84 23 29 43 23 387 341 47 911 37
internal_value=0 7308.71 82946.4 161882 5621.42 -3403.85 14504.7 -24154.1 -76188.4 -98066.3 35578.6 20762.1 29331.6 -143115 -203753 -116868 6329.98 -8007.19 -43349.5 1370.31 -102791 2439.88 1433.61 44449.6 -12995.4 50404.8 24952.5 13702.9 21104.5 -66873.7
internal_weight=0 4262 93 55 4169 2612 1402 1210 447 369 1089 1557 1347 254 107 73 763 617 375 214 161 77 115 86 66 837 450 1046 958 88
internal_count=4318164 4262 93 55 4169 2612 1402 1210 447 369 1089 1557 1347 254 107 73 763 617 375 214 161 77 115 86 66 837 450 1046 958 88
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=2 3 0 0 0 1 5 5 1 1 5 1 1 3 3 0 6 5 5 3 0 5 0 4 3 0 1 6 3 1
split_gain=2.24645e+13 4.90716e+13 1.63101e+14 2.33755e+14 2.15085e+14 1.4119e+14 1.87246e+14 1.38769e+14 1.01754e+14 1.00001e+14 8.98798e+13 7.44268e+13 2.31334e+14 4.3743e+14 4.49509e+14 2.16786e+14 2.11279e+14 2.54447e+14 2.34995e+14 3.68363e+14 3.58846e+14 2.2815e+14 1.97308e+14 2.0944e+14 2.68142e+14 1.93686e+14 1.5308e+14 1.64024e+14 1.15282e+14 3.19753e+14
threshold=25.500000000000004 26.500000000000004 59.863160500000006 60.003414000000006 59.846652800000008 30.502469200000004 56.205000000000005 86.810000000000016 30.332994000000003 30.362552800000003 91.050000000000011 37.777459000000007 37.597123000000003 29.500000000000004 27.500000000000004 55.834684950000003 1.5000000000000002 59.025000000000013 44.605000000000011 29.500000000000004 55.755036050000008 71.00500000000001 55.860536450000005 2.5000000000000004 32.500000000000007 55.812836050000008 37.66934650000001 1.5000000000000002 27.500000000000004 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 11 6 8 -6 -4 -5 -8 12 16 14 26 -16 17 18 -3 20 -20 28 23 24 -23 -22 27 -14 29 -18
right_child=-2 2 3 9 7 -7 10 -9 -10 -11 -12 -13 13 -15 15 -17 21 -19 19 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=22.319904130241145 4809.7311729143739 -8197.3421072467281 -26720.678915740442 8091.7197108993687 76971.820144198806 -5491.9604299598486 -150165.56970859107 347006.70965909096 -103496.4930192765 -32384.338998250983 69062.026555786128 -7143.0813326524067 122532.26023673837 2599.9222814319087 114032.06677254627 408896.31586538465 32047.075215112884 8583.162352517762 99538.652204623286 -25709.126888095427 -163965.4069121175 -117197.62580882353 68100.298175715594 -30942.231923597443 -508897.35246803978 -24716.324130394347 5560.7911391168454 -134507.79737723214 44601.456141492861 -165044.7039090402
leaf_weight=4267336 9689 3988 692 2068 141 502 288 22 230 866 20 14882 219 6270 608 26 381 3725 73 2182 482 85 119 254 22 126 1009 28 1726 105
leaf_count=4267336 9689 3988 692 2068 141 502 288 22 230 866 20 14882 219 6270 608 26 381 3725 73 2182 482 85 119 254 22 126 1009 28 1726 105
internal_value=0 -10.8162 -3448.02 -21052.2 -1195.91 -50183.8 -68423.9 113418 -45873 -3855.2 -135930 -1710.43 2062.61 15311.7 57482.5 126124 -6085.76 -12452.3 -23889.6 -45748 -109955 18926.2 -43568.6 -80379.1 -197734 -135108 22833.7 93394.1 32487.5 -10534.5
internal_weight=0 4.30848e+06 41139 4666 36473 1732 1230 163 922 2934 308 36310 21428 8160 1890 634 13268 10576 6851 2863 681 2692 480 361 107 608 1256 247 2212 486
internal_count=4318164 4308475 41139 4666 36473 1732 1230 163 922 2934 308 36310 21428 8160 1890 634 13268 10576 6851 2863 681 2692 480 361 107 608 1256 247 2212 486
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=0 0 5 1 6 1 1 3 1 2 3 2 6 5 3 5 5 5 5 5 5 5 2 0 1 1 5 6 1 0
split_gain=2.23953e+13 7.93016e+13 1.02181e+14 1.21251e+14 7.09213e+13 7.15647e+13 6.27195e+13 6.06451e+13 5.50273e+13 5.47333e+13 7.81952e+13 4.6316e+13 4.62987e+13 5.48767e+13 7.09328e+13 5.18891e+13 4.6223e+13 3.8108e+13 3.63592e+13 3.50002e+13 3.37171e+13 3.25624e+13 3.68033e+13 3.19503e+13 2.85318e+14 1.91478e+14 1.98216e+14 1.35145e+14 3.60346e+14 2.5737e+14
threshold=43.056445700000005 42.966471700000007 125.85000000000001 44.660994650000006 1.5000000000000002 47.473138800000008 47.473138800000008 12.500000000000002 47.554129950000011 4.5000000000000009 14.500000000000002 12.500000000000002 1.5000000000000002 89.00500000000001 13.500000000000002 78.710000000000022 118.33500000000002 70.00500000000001 150.04500000000004 67.990000000000023 116.06000000000002 137.05000000000004 3.5000000000000004 44.998833400000002 43.808567100000012 45.148007750000012 87.395000000000024 1.5000000000000002 43.574807850000006 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 18 -1 16 7 -3 11 -5 -11 21 -8 14 -14 19 -6 -10 -4 -16 -15 -7 -23 24 27 26 -26 28 29 -2
right_child=23 2 3 9 5 8 12 -9 17 10 -12 -13 13 20 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-10686.822472850623 15924.706944464793 2376.8223725028733 6313.4286458333336 83775.695886230475 -24233.089621958788 15628.229423265257 2760.5495817483402 -39851.908958923515 5458.1888686594257 15744.494345692983 172293.36611607144 -96980.077951388899 19949.912348090587 58366.232496007535 -30747.955532997534 -114986.63527644231 -165720.10703125002 -11083.660776373703 -117249.19375710227 97828.209525240396 -7300.0288356615147 -7020.6895781250005 148407.98739983977 43.040569953002262 -26367.081665359248 -1553.1936039610625 -99939.915636253369 -1621.9842932201893 -26777.327089155238 -2668.7367586205182
leaf_weight=6230 18731 9291 42 352 609 3085 2182 353 3917 361 35 36 2597 521 114 65 24 2161 55 26 92 25 39 4070706 4332 3429 400 172813 3186 12355
leaf_count=6230 18731 9291 42 352 609 3085 2182 353 3917 361 35 36 2597 521 114 65 24 2161 55 26 92 25 39 4070706 4332 3429 400 172813 3186 12355
internal_value=0 2626.9 7594.78 41443.2 -2328.66 2933.2 5718.14 831.121 5156.23 55084.3 29580.9 15803.5 14138.8 21408.9 15479.7 -41150.6 -29597.5 -423.176 -63747.9 -6869.52 48510.9 17092.9 87693.7 -19.743 -1207.1 -19547.1 -32586.3 -484.338 5252.13 8534.82
internal_weight=0 32212 16086 845 16126 9896 15241 9644 9263 748 396 3185 5597 3415 2802 205 633 6078 97 140 613 3149 64 4.28595e+06 215246 8161 4732 207085 34272 31086
internal_count=4318164 32212 16086 845 16126 9896 15241 9644 9263 748 396 3185 5597 3415 2802 205 633 6078 97 140 613 3149 64 4285952 215246 8161 4732 207085 34272 31086
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 2 0 0 0 5 1 1 1 5 3 1 0 3 0 0 1 5 3 1 1 5 6 5 5 1
split_gain=2.19709e+13 3.57273e+14 8.09063e+14 2.70759e+14 3.2517e+14 1.5716e+14 1.33407e+14 3.04146e+14 2.50166e+14 2.54674e+14 2.67528e+14 2.2064e+14 2.20259e+14 1.8807e+14 1.61897e+14 1.58334e+14 1.38388e+14 5.67822e+14 3.07657e+14 2.37229e+14 2.17415e+14 2.11318e+14 2.7126e+14 2.97381e+14 3.32455e+14 3.57817e+14 2.30666e+14 2.18707e+14 1.98394e+14 1.88445e+14
threshold=47.425481600000005 48.713222300000005 44.083877800000003 39.969502550000009 5.5000000000000009 3.5000000000000004 50.973130900000008 51.636650050000007 51.67657710000001 103.45000000000002 39.188277450000008 39.262370300000008 37.855187800000003 55.990000000000002 25.500000000000004 39.188277450000008 53.145783300000012 17.500000000000004 53.242949050000007 52.719210700000012 50.388877400000005 38.905000000000008 21.500000000000004 44.660994650000006 50.158868250000005 66.040000000000006 1.5000000000000002 123.15000000000002 103.45000000000002 45.148007750000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 14 12 9 11 -11 -9 13 -8 -3 -14 17 19 20 -10 21 -18 23 28 25 -25 -24 -27 -23 -21
right_child=1 6 -4 4 -6 -7 7 8 16 10 -12 -13 15 -15 -16 -17 18 -19 -20 29 -22 22 26 24 -26 27 -28 -29 -30 -31
leaf_value=2277.5281532823678 -73622.40804400247 6034.8592720788929 23915.417116093005 -12081.196178656413 -49363.337419947733 -625.36462779836233 -12575.489197565927 13423.342652442807 861.91108586181258 -57950.859520991158 128536.4115206069 -31989.385594497784 5101.4630764760232 -48276.857428876829 271436.52296195657 -11284.894315169553 -3613.6472722278627 -29205.632011724865 -52.597676823982397 11642.126429620341 -46909.445336738703 -17100.543095999878 -22619.601481009522 20906.942986306851 9237.9775211934775 52113.578070801632 26118.948888622497 137097.21051746045 -161139.06440890333 -16612.060389374881
leaf_weight=300503 1138 33772 4117 8363 3248 491602 3719 15006 77267 99 345 1152 8910 2446 23 17436 7948 8034 3289433 2815 670 977 3076 6522 9617 3446 1419 332 106 14623
leaf_count=300503 1138 33772 4117 8363 3248 491602 3719 15006 77267 99 345 1152 8910 2446 23 17436 7948 8034 3289433 2815 670 977 3076 6522 9617 3446 1419 332 106 14623
internal_value=0 -106.911 -14626.4 -27072.7 -22510.3 475.914 -37.1264 -97.9272 -7.02124 12238.7 86954.8 10185.6 -9724.8 -26740.2 6215.48 -5743.16 -66.3576 -3681.04 45.3811 -1515.74 9493.23 10623.2 15061.5 19833.7 22608.6 35092.7 -7233.62 59581.7 -31198.5 -12051
internal_weight=0 3.52606e+06 16866 12749 11611 792105 3.50919e+06 3.4754e+06 3.44289e+06 16602 444 16158 32511 6165 33795 26346 3.42628e+06 102739 3.32355e+06 94705 34113 33443 25495 21000 19917 10300 4495 3778 1083 17438
internal_count=4318164 3526059 16866 12749 11611 792105 3509193 3475398 3442887 16602 444 16158 32511 6165 33795 26346 3426285 102739 3323546 94705 34113 33443 25495 21000 19917 10300 4495 3778 1083 17438
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=5 5 4 3 1 1 2 0 0 2 1 2 2 4 4 1 4 1 3 1 1 1 4 2 0 1 0 3 3 3
split_gain=2.47377e+13 5.67911e+13 3.24206e+14 2.1575e+14 1.57443e+14 1.61771e+14 1.40643e+14 1.16135e+14 3.01778e+14 1.66573e+14 1.04437e+14 1.3423e+14 2.29393e+14 7.16798e+13 7.11653e+13 1.2946e+14 7.38483e+13 6.61191e+13 6.52085e+13 6.02793e+13 5.82502e+13 5.41857e+13 5.25264e+13 5.02704e+13 5.11513e+13 9.9448e+13 1.1639e+14 5.28254e+13 7.51446e+13 1.12481e+14
threshold=100.05000000000001 99.555000000000021 1.5000000000000002 15.500000000000002 65.58467570000002 65.551978750000004 11.500000000000002 45.040161900000008 45.029420750000007 14.500000000000002 82.897133550000021 15.500000000000002 17.500000000000004 1.0000000180025095e-35 2.5000000000000004 37.752451500000006 3.5000000000000004 38.151577750000008 6.5000000000000009 82.888608650000023 37.342273500000012 39.767857750000005 3.5000000000000004 1.5000000000000002 44.874285750000006 39.969502550000009 43.592450450000008 5.5000000000000009 15.500000000000002 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 14 8 -8 -10 19 22 -13 -3 15 20 23 -17 -19 -6 -4 -15 -12 -16 25 26 27 -25 -29 -30
right_child=-2 2 4 -5 10 -7 7 -9 9 -11 11 12 -14 21 16 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=21.510337333108236 -1422.9372627146477 -77752.173757102268 -81913.761320612975 79516.450761718748 -9288.8698154633621 112049.09670857988 22495.75699734861 27193.390490272632 111576.98934151787 360129.80287710339 19197.399368406681 -134515.65585687102 148760.79636160715 -335722.34792258521 -15103.148913348165 143121.72903645833 -6428.4449508974567 -58805.77046172753 15463.434870425139 -89434.542910009404 -262791.70388764882 -177968.02547607422 -25996.53794362647 266562.12317708338 15380.731646697073 13112.163948619214 43563.804363068775 11323.69375 382111.48509765626 57850.378226902176
leaf_weight=4188461 118815 44 117 40 145 169 193 1085 56 52 962 156 35 33 432 30 1786 178 352 266 21 64 351 36 3494 474 239 35 20 23
leaf_count=4188461 118815 44 117 40 145 169 193 1085 56 52 962 156 35 33 432 30 1786 178 352 266 21 64 351 36 3494 474 239 35 20 23
internal_value=0 40.2601 7253.04 -125465 9496.62 15156 13257 42439.8 97397.8 231251 -16486.3 -4278.39 -82606.4 -183616 7668.04 -22683.6 10907.9 -1304.73 -9479.81 -61159.3 -109439 -231637 7115.85 17422.3 20674 43037.8 83221.3 166363 120117 208669
internal_weight=0 4.19935e+06 10888 181 10707 8792 8623 1386 301 108 1915 1504 191 141 7237 698 6539 560 530 411 138 97 1313 4753 4321 827 353 114 78 43
internal_count=4318164 4199349 10888 181 10707 8792 8623 1386 301 108 1915 1504 191 141 7237 698 6539 560 530 411 138 97 1313 4753 4321 827 353 114 78 43
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 1 6 5 0 6 5 5 3 2 3 5 1 0 0 0 1 0 3 0 1 3 0 4 0 1
split_gain=2.21656e+13 8.02424e+13 1.23759e+14 3.30093e+14 1.61578e+14 1.47724e+14 1.46685e+14 1.27583e+14 1.08905e+14 1.06353e+14 1.42955e+14 1.69733e+14 2.46527e+14 1.95765e+14 1.05981e+14 1.45225e+14 1.59013e+14 9.94707e+13 1.25491e+14 2.85541e+14 2.13922e+14 1.80823e+14 2.92079e+14 2.62423e+14 2.20885e+14 1.7328e+14 2.01511e+14 1.85022e+14 1.60067e+14 1.59794e+14
threshold=88.015000000000015 82.00500000000001 54.942865800000007 54.947152850000002 54.648549400000007 82.962740850000003 1.5000000000000002 86.810000000000016 54.736324100000012 1.5000000000000002 84.030000000000015 85.020000000000024 8.5000000000000018 3.5000000000000004 23.500000000000004 83.010000000000005 38.950530550000003 55.012873400000011 55.674875350000008 55.657530000000008 37.436176200000013 55.74310830000001 11.500000000000002 55.701368300000006 37.314272700000011 13.500000000000002 55.87722990000001 3.5000000000000004 60.052595500000002 37.752451500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 14 8 -4 -8 9 -6 -11 12 13 -12 -3 16 -16 -5 19 -19 21 22 -20 24 -24 26 27 -22 -23 -21
right_child=-2 2 3 17 5 -7 7 -9 -10 10 11 -13 -14 -15 15 -17 -18 18 20 29 25 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-29.369570883579911 -951.60509335138113 6444.2230905733159 -7727.9766733456827 13726.01047856784 12791.311252379563 59536.386198055341 -94113.993790097273 -26109.915907861596 3740.211324191418 6806.7361090482418 217155.02393292682 59543.542583862698 70744.599981524501 598770.23562500009 -260741.43054496954 -3787.7993303124458 -51859.320219793561 -603.69772939325651 67418.291822536499 -81451.56902476406 53369.568530686272 642.4310724771484 76654.700262784099 -179099.65949878961 -125146.930397105 2785.8860808547729 12059.867133604514 -4714.9639958721191 -44694.38775758916 -1671.4789280615482
leaf_weight=3947004 231644 23947 8698 7651 829 961 302 3190 2644 263 41 317 74 20 41 1268 328 44130 137 692 2469 12848 110 213 107 14602 11706 705 829 394
leaf_count=3947004 231644 23947 8698 7651 829 961 302 3190 2644 263 41 317 74 20 41 1268 328 44130 137 692 2469 12848 110 213 107 14602 11706 705 829 394
internal_value=0 53.9416 2410.87 827.812 8014.3 24176.9 -14678.5 -31991.1 16063.1 37165.4 65425.6 99533.5 193436 342275 4761.44 -19855.3 -75068.4 2784.7 1843.51 -1850.32 5663.21 -4399.63 -59736.6 -100249 -22851.2 10525 18119.5 40468 -2105.56 -52507.4
internal_weight=0 4.08652e+06 139516 108783 30733 5149 12190 3492 4188 1544 715 452 135 61 25584 1637 369 96593 88942 45216 43726 14244 567 430 217 29482 14880 3174 13677 1086
internal_count=4318164 4086520 139516 108783 30733 5149 12190 3492 4188 1544 715 452 135 61 25584 1637 369 96593 88942 45216 43726 14244 567 430 217 29482 14880 3174 13677 1086
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=2 5 3 0 3 1 0 1 5 3 1 5 1 5 0 0 1 4 2 5 0 1 3 0 0 0 0 1 5 1
split_gain=2.21921e+13 5.85825e+13 7.4889e+13 9.856e+13 9.45869e+13 1.15283e+14 1.5313e+14 1.62136e+14 1.19554e+14 8.6338e+13 1.40585e+14 1.1401e+14 8.13793e+13 8.52113e+13 7.42887e+13 9.5252e+13 6.98209e+13 6.81585e+13 6.34646e+13 5.49846e+13 5.06995e+13 9.98849e+13 1.72912e+14 1.55326e+14 2.45791e+14 1.9927e+14 2.67457e+14 1.79173e+14 2.07403e+14 1.58752e+14
threshold=20.500000000000004 39.995000000000012 21.500000000000004 54.762542150000009 23.500000000000004 37.767735350000002 55.628356700000005 37.39371280000001 110.05000000000001 22.500000000000004 37.542000650000013 69.015000000000015 37.559851850000008 81.910000000000011 59.916647550000008 55.674875350000008 37.436176200000013 2.5000000000000004 22.500000000000004 58.305000000000007 60.063729500000008 30.410108300000001 26.500000000000004 59.820733200000006 59.853570100000006 60.003414000000006 60.017447350000005 30.362552800000003 53.005000000000003 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 5 6 7 -4 9 10 -8 14 -9 -14 15 -11 -13 -2 -18 -12 21 22 23 -6 27 -26 -27 -25 -29 -28
right_child=1 2 4 -5 20 -7 8 12 -10 11 19 16 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=-30.933779217867539 -2322.0672312842048 37985.58254388073 143918.51119731105 -43728.10963609282 -54553.585284175715 1011.1089513146055 -13867.514229616439 -37527.614076450896 -122201.64085010593 118785.86163194446 10312.626840049343 112967.14852430555 36428.78791731118 211259.86185267859 69320.640961287092 -1084.1418739428361 78385.491680975276 -105664.86424560548 -57677.585097656251 83958.325763405184 -22393.429639388181 1235.103573088712 -51761.0688071642 57471.827224947716 -22593.87621831437 145677.67353618421 -10181.528492245201 19120.480689538042 283838.82135730423 45027.170596293821
leaf_weight=4239232 22745 189 215 674 246 3229 1120 112 59 72 171 270 137 35 257 836 91 64 55 249 818 43044 339 508 939 190 897 46 83 1242
leaf_count=4239232 22745 189 215 674 246 3229 1120 112 59 72 171 270 137 35 257 836 91 64 55 249 818 43044 339 508 939 190 897 46 83 1242
internal_value=0 1661.37 3398.13 -25832.5 3854.63 14800.3 26902.8 78405.3 18821.1 21487 4634.72 37902.3 28809 72004.9 21855.5 8420.97 82841.2 -2612.04 27128.9 53974 2290.84 2715.62 16908.8 22516.9 27372.1 16295.6 31975 84197.6 189443 21875.1
internal_weight=0 78932 56123 863 55260 6908 3679 499 3180 3121 1540 1581 284 172 1165 908 416 22809 146 420 48352 47534 4490 4151 3905 3268 2329 637 129 2139
internal_count=4318164 78932 56123 863 55260 6908 3679 499 3180 3121 1540 1581 284 172 1165 908 416 22809 146 420 48352 47534 4490 4151 3905 3268 2329 637 129 2139
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 5 4 3 3 3 0 6 0 5 1 3 0 6 0 5 2 1 0 0 3 0 1 0 3 5
split_gain=2.12672e+13 7.09268e+13 1.12869e+14 1.10742e+14 8.5571e+13 8.36682e+13 7.96858e+13 7.81383e+13 1.02984e+14 7.78233e+13 7.52144e+13 7.47479e+13 1.24238e+14 1.07243e+14 7.28958e+13 1.4611e+14 1.41959e+14 1.97502e+14 2.68051e+14 1.90564e+14 1.44296e+14 1.35795e+14 2.48749e+14 1.02976e+15 4.22981e+14 4.15664e+14 3.67336e+14 4.1282e+14 4.394e+14 3.66758e+14
threshold=83.015546400000019 83.011163250000024 83.00362155000002 55.020029900000004 55.02863030000001 118.33500000000002 4.5000000000000009 11.500000000000002 6.5000000000000009 3.5000000000000004 55.030402950000003 1.5000000000000002 55.030402950000003 59.005000000000003 82.991167100000027 12.500000000000002 55.020029900000004 1.5000000000000002 55.014086100000007 58.005000000000003 1.5000000000000002 82.964402850000013 54.986619450000006 54.99493995000001 19.500000000000004 54.943968150000011 82.966612450000014 54.920670650000005 14.500000000000002 52.020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 5 7 -4 8 9 -3 -5 -6 13 -13 21 16 17 18 -16 -19 -20 -1 25 24 -24 26 -23 -28 29 -29
right_child=-2 4 3 10 11 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 19 20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-90.602121700055974 814.94856609851286 25000.583319929534 2961.3985348265201 25120.296078729796 -2541.5016051779617 -141893.08784722222 -150223.21139705883 -10795.844403860981 28744.262047733624 -31531.704119456212 4480.6835964979027 -11640.129537653629 13755.555434384987 -42028.719599566844 7528.2297745336464 -32718.099234802015 15766.76039092899 -2659.305291991584 6246.4371690862745 -15091.571865975331 -7266.1155883337697 -14150.339443909095 83814.769155735601 4915.0206113072272 -822.69635332156452 -3577.5804677219803 -12532.857008019235 22290.74315024534 -1470.281541369355 60665.035360162205
leaf_weight=3598076 298114 408 27921 4285 77164 36 34 1221 2658 604 3003 6089 1538 1435 32812 1562 4373 33157 10128 19628 35969 4530 2430 52854 780 77954 3708 7335 4587 3771
leaf_count=3598076 298114 408 27921 4285 77164 36 34 1221 2658 604 3003 6089 1538 1435 32812 1562 4373 33157 10128 19628 35969 4530 2430 52854 780 77954 3708 7335 4587 3771
internal_value=0 -60.434 3.54535 5637.25 -2818.08 9999.48 2775.09 11117.5 18408 -8740.03 16615.8 -3550.49 -12142.1 -17435.9 -47.4475 -2307.83 -1958.73 -2547.32 620.022 -7282.22 -4297.26 35.3778 2905.2 8254.97 63248.7 -38.6054 11489.4 17476.1 24566.8 35320.6
internal_weight=0 4.02005e+06 3.9289e+06 35243 91153 4927 27955 4891 3670 1012 7288 86226 9062 7524 3.89365e+06 137629 136067 131694 78909 52785 46097 3.75602e+06 157949 56064 3210 101885 23931 19401 15693 11106
internal_count=4318164 4020050 3928897 35243 91153 4927 27955 4891 3670 1012 7288 86226 9062 7524 3893654 137629 136067 131694 78909 52785 46097 3756025 157949 56064 3210 101885 23931 19401 15693 11106
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=4 0 1 5 1 0 0 1 0 1 5 6 1 1 5 5 4 6 1 5 1 0 3 5 6 0 3 3 5 1
split_gain=2.18709e+13 1.08979e+14 2.75956e+14 2.02839e+14 1.58849e+14 5.19553e+14 1.50545e+14 5.40382e+14 4.91904e+14 7.59789e+14 6.89889e+14 6.79625e+14 9.69143e+14 1.13245e+15 4.66249e+14 3.61118e+14 3.13254e+14 3.63566e+14 5.74257e+14 3.31051e+14 3.0787e+14 2.85502e+14 4.66169e+14 2.80346e+14 5.18631e+14 2.93263e+14 2.96861e+14 5.3097e+14 3.84421e+14 2.85188e+14
threshold=1.5000000000000002 60.693675950000006 33.101335500000005 72.010000000000005 54.845880150000006 63.563300600000012 59.932719750000011 30.434657650000002 59.916647550000008 30.578016350000002 86.810000000000016 1.5000000000000002 30.388336800000001 30.410108300000001 72.705000000000013 78.010000000000005 2.5000000000000004 1.5000000000000002 30.278357500000002 69.015000000000015 30.410108300000001 60.017447350000005 5.5000000000000009 58.305000000000007 1.5000000000000002 60.017447350000005 5.5000000000000009 16.500000000000004 42.895000000000003 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -4 -6 8 15 -2 10 11 12 -10 -14 -9 16 23 18 19 -18 -12 22 -19 25 -25 26 -8 28 -28 -29
right_child=1 2 4 -5 5 -7 7 14 9 -11 20 -13 13 -15 -16 -17 17 21 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=254.3659555598154 -215.18222527515837 -13723.161509843427 11613.076396617589 -87487.972537526337 15280.281459259691 -26641.44667348839 8597.0004645545396 -13312.905103606749 4568.7026585830545 -99375.587337706922 -28030.81530734073 27269.418501921315 232012.27309980211 -25567.440649842381 -59521.650601982641 8787.4819081254318 101355.56243763662 -3046.0064694772027 -20420.056983576538 12349.026335035172 63141.083042544749 -9863.736191414695 -61006.308985420481 -6438.1848631009616 24801.817456222409 3844.4557711406396 23109.981439845164 22465.649852428833 -43452.616866823751 -21216.807085421719
leaf_weight=1896036 2258361 2297 25697 445 7064 5084 4178 11328 614 505 2561 6444 679 228 2705 26281 772 2105 2865 911 433 5457 4072 11832 9647 14305 969 3145 8296 2848
leaf_count=1896036 2258361 2297 25697 445 7064 5084 4178 11328 614 505 2561 6444 679 228 2705 26281 772 2105 2865 911 433 5457 4072 11832 9647 14305 969 3145 8296 2848
internal_value=0 -199.117 4939.06 -25694.5 7158.57 -2264.18 -286.684 -3870.48 -110.297 20551.7 26078.1 41460.9 101586 167262 -22220.1 -1234.4 -4923.16 -17158.8 6814.64 53176.7 -14845.3 -26530.5 -41254.6 -1337.57 7592.84 -7022.53 -15020.7 -21487.8 -36491 1706.82
internal_weight=0 2.42213e+06 40587 2742 37845 12148 2.38154e+06 111716 2.26982e+06 11464 10959 7965 1521 907 14033 97683 71402 16182 4548 1683 2994 11634 6177 55220 21479 33741 19436 15258 9265 5993
internal_count=4318164 2422128 40587 2742 37845 12148 2381541 111716 2269825 11464 10959 7965 1521 907 14033 97683 71402 16182 4548 1683 2994 11634 6177 55220 21479 33741 19436 15258 9265 5993
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=3 1 5 1 1 0 0 0 3 0 0 0 0 1 4 0 0 1 1 1 1 0 5 1 5 1 0 1 3 0
split_gain=2.14411e+13 1.78616e+14 1.72716e+14 2.3554e+14 3.91532e+14 3.84818e+14 3.02828e+14 2.93237e+14 2.55114e+14 2.42728e+14 2.97036e+14 1.89186e+14 1.69456e+14 2.69791e+14 1.6787e+14 1.67476e+14 5.25404e+14 5.81438e+14 5.45933e+14 2.96859e+14 2.86298e+14 3.4302e+14 2.64391e+14 2.41441e+14 4.0472e+14 2.05641e+14 4.9606e+14 7.37848e+14 3.9575e+14 6.8804e+14
threshold=18.500000000000004 37.777459000000007 64.020000000000024 38.233559750000005 38.950530550000003 56.009576300000013 55.762622900000004 55.695992150000002 24.500000000000004 55.576287050000012 44.678200800000006 55.416472000000006 55.899899800000007 37.832345550000007 2.5000000000000004 55.576287050000012 55.619594000000006 37.559851850000008 37.620907050000007 37.752451500000006 37.314272700000011 55.193434200000006 54.410000000000004 37.726745000000001 64.405000000000015 37.417247200000006 55.628356700000005 37.457850350000008 21.500000000000004 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 14 5 8 6 7 9 11 10 -4 -5 13 -8 -3 20 17 -17 -19 23 21 -2 -23 -20 -25 -18 -27 -28 29 -29
right_child=1 2 3 4 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 -16 16 25 18 19 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=89.568545937805879 10503.657542200082 -979.1956920222342 -66464.43682269314 14404.091618068189 -5113.6225968331819 95591.01583793998 127648.3990637401 9561.3305459850289 109616.36392074093 -42471.547197994994 74261.524749596385 170828.01463155868 -16238.515896177685 -83714.686759992692 20915.108812160466 -16866.07784842293 -694.02967923822234 113727.91305620328 2979.0847351792008 -236726.66250000001 -10432.711967503285 60648.11166898287 252916.72893581568 32166.555996076742 152432.16409654773 -34253.223931404238 40048.994883314284 30232.087605636243 703.80706519384808 -32085.089698023163
leaf_weight=3717520 1273 234695 233 1701 84087 277 63 3045 403 3354 421 81 726 1458 3555 1689 158393 1083 1318 41 19682 208 109 1148 370 3023 6229 10811 59049 2119
leaf_count=3717520 1273 234695 233 1701 84087 277 63 3045 403 3354 421 81 726 1458 3555 1689 158393 1083 1318 41 19682 208 109 1148 370 3023 6229 10811 59049 2119
internal_value=0 -554.36 -2094.64 -5679.32 -4027.67 -20557.8 -24017.3 -13832 37763.8 -31604.7 24125.2 21514.3 -55987.2 -74960 -652.504 1376.29 2114.49 32258.5 53210.9 30430.2 -7135.33 33681.7 126759 34292.5 61480.3 1403.86 5494.55 7030.93 4173.58 20019.4
internal_weight=0 600644 334099 95849 86272 9577 9300 7053 2185 4008 654 1782 2247 1521 238250 266545 245273 5649 3960 2877 21272 1590 317 2836 1518 239624 81231 78208 71979 12930
internal_count=4318164 600644 334099 95849 86272 9577 9300 7053 2185 4008 654 1782 2247 1521 238250 266545 245273 5649 3960 2877 21272 1590 317 2836 1518 239624 81231 78208 71979 12930
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=3 2 4 0 6 1 3 1 5 0 0 0 5 1 0 0 1 0 1 1 1 1 1 1 1 5 1 1 0 6
split_gain=2.28094e+13 1.54079e+14 1.70975e+14 1.36345e+14 1.24945e+14 1.42288e+14 1.106e+14 3.57102e+14 2.25654e+14 2.96715e+14 5.71656e+14 1.95606e+14 2.65726e+14 2.61899e+14 1.76717e+14 1.82356e+14 1.58676e+14 1.6062e+14 1.50011e+14 1.49821e+14 1.62917e+14 1.47325e+14 1.4026e+14 1.3704e+14 1.60334e+14 1.59823e+14 1.35687e+14 3.47403e+14 2.41072e+14 5.05787e+14
threshold=9.5000000000000018 8.5000000000000018 1.5000000000000002 63.563300600000012 1.5000000000000002 30.410108300000001 10.500000000000002 82.95335685000002 97.050000000000011 55.061033200000004 55.055104550000003 55.034903650000011 87.395000000000024 82.973038550000012 55.299834250000011 55.576287050000012 82.991167100000027 54.970187400000007 82.981501350000016 82.911991800000024 82.91993380000001 56.135466100000009 82.926290250000008 43.94115175000001 30.315880100000005 118.33500000000002 28.619594500000002 30.160599000000001 59.755965500000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -4 -6 7 8 26 10 19 12 -9 -14 -11 -16 -15 -18 -13 -10 -21 23 -22 24 -17 -25 -2 28 29 -28
right_child=3 2 4 -5 5 -7 -8 11 9 14 -12 18 13 16 15 21 17 -19 -20 20 22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-91.1795946851488 -11589.224798449737 2147.1994422576331 10507.866553054677 30904.971890751589 -36813.82518153311 -9003.169338519212 -273.79682964504229 -732.09443828147243 1520.5960355340819 -54572.938135429053 404971.79504123266 27223.614626456972 -55837.832701147105 42798.019369580717 97877.571416500447 -53331.199931816584 7913.1355753360785 -47623.661698740922 4990.9052315530462 176698.93670296718 -89540.103625000003 3600.9405362783982 70600.04285175589 -25083.021438634689 10822.058909769212 -80814.092463634559 400203.45444078953 4586.86058486815 38407.285878098482 -14103.721702100411
leaf_weight=1875579 5092 21401 3087 1446 1937 36620 1628731 435646 5998 1334 36 3722 1725 537 141 555 1110 981 16439 99 75 2227 202 1439 1307 801 57 268009 1770 61
leaf_count=1875579 5092 21401 3087 1446 1937 36620 1628731 435646 5998 1334 36 3722 1725 537 141 555 1110 981 16439 99 75 2227 202 1439 1307 801 57 268009 1770 61
internal_value=0 -254.629 -5117.21 207.447 -8850.41 -10400.3 188.782 1194.19 3947.8 -8338.45 7603.5 -536.412 -977.745 -25562.4 -21432.8 -14599.8 -5689.76 -18142.1 9095.37 5359.18 66592.8 -17105.6 27240.8 -28347.4 -8299.88 -45011.9 4582.87 4887.98 47633.6 186028
internal_weight=0 1.93862e+06 63045 2.37954e+06 41644 38557 2.37809e+06 749363 289203 14214 6410 460160 439999 4353 7804 6470 2628 2091 20161 6374 376 6329 277 4102 1862 2240 274989 269897 1888 118
internal_count=4318164 1938624 63045 2379540 41644 38557 2378094 749363 289203 14214 6410 460160 439999 4353 7804 6470 2628 2091 20161 6374 376 6329 277 4102 1862 2240 274989 269897 1888 118
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 6 0 0 3 3 3 3 0 0 5 6 3 1 0 0 5 0 5 5 4 1 5 5 0 3
split_gain=2.09639e+13 1.09936e+14 1.02578e+14 1.73626e+14 3.55363e+14 2.83579e+14 1.79443e+14 1.76846e+14 1.36975e+14 3.16462e+14 3.78429e+14 2.83824e+14 2.55336e+14 2.96828e+14 3.14882e+14 2.33512e+14 2.18881e+14 2.93102e+14 2.15783e+14 1.88232e+14 1.86779e+14 2.10643e+14 1.83162e+14 2.01523e+14 3.54579e+14 1.7426e+14 2.07941e+14 1.67656e+14 1.61642e+14 1.63854e+14
threshold=30.160599000000001 54.648549400000007 30.243224600000001 59.932719750000011 59.846652800000008 1.5000000000000002 59.755965500000009 60.693675950000006 24.500000000000004 23.500000000000004 19.500000000000004 17.500000000000004 60.029906750000002 60.003414000000006 68.00500000000001 1.5000000000000002 12.500000000000002 30.226173900000003 60.035045000000004 59.963407450000012 93.00500000000001 60.063729500000008 82.00500000000001 54.990000000000002 1.5000000000000002 30.226173900000003 44.005000000000003 57.995000000000012 60.035045000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 8 9 10 11 12 13 16 -15 27 17 19 -17 22 -14 -22 23 -5 -25 26 -12 -13 -28 -30
right_child=2 -3 -4 7 5 -7 -8 -9 -10 -11 25 15 20 14 -16 18 -18 -19 -20 -21 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-83536.481910836621 -63475.925044958458 1879.8859747371462 25.803888191359153 -47752.672968284976 -71609.050269427389 -18528.877669369918 10625.512783452265 -132022.94489889705 15581.891900387534 -30777.677655986914 12008.096664382381 -31396.139307644509 14660.310178600426 -11262.17457997643 -76321.872581716685 15479.41670953667 24996.012116799397 13991.302056329901 -43199.817465531552 -9007.4771581836321 71219.221927172519 392093.65539772733 78833.226277449328 -347504.43223214289 -91226.046273958884 -42495.481165589234 21982.499547222731 -93399.582464315463 140561.40122360643 57825.723317878299
leaf_weight=151 347 71252 4195408 525 1133 9014 5612 102 4777 3531 1515 2321 6246 2613 1040 2008 3156 2332 911 1002 292 22 74 70 236 288 601 537 370 678
leaf_count=151 347 71252 4195408 525 1133 9014 5612 102 4777 3531 1515 2321 6246 2613 1040 2008 3156 2332 911 1002 292 22 74 70 236 288 601 537 370 678
internal_value=0 1699.25 -28.5704 -4470.81 -13072.7 -24455.7 6310.49 -540.226 -158.629 -2634.67 1068.16 -3494.22 2816.11 -6463.1 -29784.5 -22727.8 5057.27 -9787.43 -2833.97 -38865.6 18443.7 93700.9 -71923.9 -85348.7 -149852 31975.3 38753.9 -43046.2 63326.3 87035.8
internal_weight=0 71403 4.24676e+06 51353 16106 10147 5959 35247 35145 30368 26837 23385 17608 11048 3653 5777 7395 4239 2919 1907 6560 314 905 831 306 3452 3164 2858 1649 1048
internal_count=4318164 71403 4246761 51353 16106 10147 5959 35247 35145 30368 26837 23385 17608 11048 3653 5777 7395 4239 2919 1907 6560 314 905 831 306 3452 3164 2858 1649 1048
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 6 1 1 0 1 6 0 5 0 1 1 0 1 1 1 0 5 3 3 3 1 1 0 3
split_gain=2.18507e+13 2.39143e+14 3.16077e+14 3.59382e+14 2.86043e+14 3.22489e+14 2.68378e+14 2.32924e+14 2.23454e+14 2.17269e+14 1.62971e+14 3.40212e+14 1.4777e+14 1.51219e+14 1.30028e+14 8.37365e+14 6.078e+14 8.93692e+14 4.35328e+14 4.14661e+14 4.35155e+14 8.27498e+14 7.09816e+14 6.82217e+14 5.37879e+14 5.09576e+14 4.55523e+14 4.08764e+14 1.18264e+15 5.95945e+14
threshold=55.899899800000007 55.924336300000007 37.767735350000002 37.737121850000008 84.030000000000015 37.305000000000007 1.5000000000000002 37.620907050000007 37.559851850000008 55.91302515000001 37.692869000000009 1.5000000000000002 55.91302515000001 52.710000000000008 55.801980100000009 48.712293450000011 37.832345550000007 55.842510000000011 50.888703650000004 37.615058950000012 37.66934650000001 55.820531900000013 65.905000000000015 24.500000000000004 10.500000000000002 32.500000000000007 37.692869000000009 37.542000650000013 55.812836050000008 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 -2 -4 8 -7 -8 11 12 13 -9 -1 16 19 -18 -17 27 22 24 -21 -24 -22 -26 -23 -16 29 -29
right_child=1 -3 6 -5 -6 7 9 10 -10 -11 -12 -13 -14 -15 15 18 17 -19 -20 20 21 26 23 -25 25 -27 -28 28 -30 -31
leaf_value=25.666468005442045 -9227.6945170675936 123.03986558618936 -34291.528837440324 63275.407449112616 -31870.465914262204 38586.60409974787 -11737.310385742006 -13465.032790259404 131207.00160976424 14404.615356653383 24221.511230561511 -140602.92214766942 -47712.275515170477 49457.947509982485 -3089.9785438571562 9479.6327519812403 -34446.357122627924 -1973.9712674755556 -58698.846495576276 7151.7642582400949 -10127.080576750903 -5302.7361224901115 79598.528365026825 -39247.903710644365 66016.357949677258 -4982.4288408131133 -46536.150193561974 -93351.905629725821 -7711.9290642431533 16133.495554303967
leaf_weight=2828192 3544 1260308 2187 1578 1291 3567 5436 754 281 7658 5593 178 434 774 59023 51147 17014 16888 954 11409 3215 7073 2816 583 3135 1492 4313 2768 13953 606
leaf_count=2828192 3544 1260308 2187 1578 1291 3567 5436 754 281 7658 5593 178 434 774 59023 51147 17014 16888 954 11409 3215 7073 2816 583 3135 1492 4313 2768 13953 606
internal_value=0 343.969 8711.76 17693.3 13311.7 17168.2 -1864.34 25245.8 45350.2 3551.74 15241.7 -8227.4 3782.21 18408.3 -147.112 -2635.29 -6559.09 -18270.5 8231.24 -2962.25 6217.38 -3705.42 19102 59213.9 21291.6 43122.4 -20921.9 -7054.43 -20559 -73687.4
internal_weight=0 1.29358e+06 33275 17994 16416 15125 15281 11581 3848 13094 7733 2140 1962 1528 3.02458e+06 196389 144288 33902 52101 110386 34036 19228 14808 3399 7842 4627 11386 76350 17327 3374
internal_count=4318164 1293583 33275 17994 16416 15125 15281 11581 3848 13094 7733 2140 1962 1528 3024581 196389 144288 33902 52101 110386 34036 19228 14808 3399 7842 4627 11386 76350 17327 3374
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=2 0 0 5 3 1 0 1 0 6 1 1 1 0 1 5 0 4 5 1 0 1 0 5 5 5 1 1 5 3
split_gain=2.13461e+13 5.80456e+13 1.57319e+14 1.38517e+14 1.59418e+14 1.23419e+14 1.16503e+14 1.15048e+14 2.06916e+14 1.11697e+14 1.10823e+14 1.78911e+14 1.06935e+14 1.15417e+14 9.67448e+13 9.63412e+13 8.71751e+13 7.77738e+13 7.72234e+13 7.332e+13 6.84375e+13 9.80657e+13 3.98442e+14 7.7876e+13 6.70548e+13 6.58147e+13 6.37125e+13 1.08224e+14 6.22432e+13 6.05188e+13
threshold=20.500000000000004 59.882016200000002 59.820733200000006 56.505000000000003 21.500000000000004 30.278357500000002 60.003414000000006 30.434657650000002 60.017447350000005 1.5000000000000002 30.388336800000001 30.362552800000003 30.434657650000002 59.932719750000011 30.315880100000005 64.805000000000021 60.042666650000008 2.5000000000000004 58.995000000000012 30.578016350000002 60.063729500000008 30.259484550000003 60.035045000000004 84.030000000000015 80.815000000000012 47.005000000000003 30.332994000000003 30.468306550000005 92.035000000000011 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 26 -5 -6 12 8 9 15 11 24 13 -3 18 -8 -9 -16 -15 -2 21 -10 25 -24 -7 -23 -4 -28 -26 -20
right_child=1 6 3 4 5 10 7 16 20 -11 -12 -13 -14 14 17 -17 -18 -19 29 -21 -22 22 23 -25 28 -27 27 -29 -30 -31
leaf_value=-30.338417384534456 -32778.521607728151 -86215.24459666718 -19692.122646106051 -210917.10738636364 11184.054092286642 62012.975094114314 92933.774223907909 -47309.342834803574 -6412.3510481047124 24248.844715651187 44331.702245943045 300791.89568750001 -183.74992688832793 15938.594710836194 -32766.156424756875 256810.75340169272 36198.752291592682 -117679.1764069121 -27185.601730213995 2086.7829827953105 -15096.183929989065 58018.32265743133 15407.631392980706 -34204.854863984176 243069.03399234696 146893.35043906866 53858.599798657269 -2413.4300588981869 81100.457621433423 -182294.98132957178
leaf_weight=4239232 609 312 534 22 329 193 142 664 2029 179 324 50 2385 829 1256 48 154 118 368 62940 1454 124 1695 389 49 254 583 826 46 27
leaf_count=4239232 609 312 534 22 329 193 142 664 2029 179 324 50 2385 829 1256 48 154 118 368 62940 1454 124 1695 389 49 254 583 826 46 27
internal_value=0 1629.4 2801.63 25352.6 55332.6 61243.3 -4643.99 3698.85 8270.35 80932.4 86121.7 126181 -15881.2 -28746.7 -21845.1 134334 -31587.8 -40058.5 -1399.65 1752.66 3760.29 9865.23 23280 6146.95 95866.3 117739 9722.32 20870.2 164642 -37788
internal_weight=0 78932 66505 2956 1013 991 12427 7132 6314 369 662 338 5295 2910 2598 190 818 1374 1224 63549 5945 4491 2462 2084 288 378 1943 1409 95 395
internal_count=4318164 78932 66505 2956 1013 991 12427 7132 6314 369 662 338 5295 2910 2598 190 818 1374 1224 63549 5945 4491 2462 2084 288 378 1943 1409 95 395
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 4 0 0 6 0 3 1 0 0 0 1 5 5 3 5 0 1 3 1 0 5 0 5 3 0
split_gain=2.09885e+13 2.29739e+14 7.07119e+14 1.03524e+15 9.02003e+14 5.80371e+14 4.01137e+14 1.01979e+15 8.00581e+14 6.41674e+14 5.50626e+14 4.49702e+14 9.19795e+14 8.14167e+14 4.83026e+14 3.87776e+14 3.79147e+14 3.72021e+14 3.60447e+14 3.51953e+14 3.36095e+14 3.26842e+14 3.09292e+14 2.78011e+14 3.92686e+14 2.77956e+14 2.75794e+14 2.49847e+14 2.48777e+14 2.48767e+14
threshold=37.362912300000012 37.098288800000006 55.842510000000011 8.5000000000000018 24.500000000000004 2.5000000000000004 55.645049100000001 55.299834250000011 1.5000000000000002 44.982728700000003 13.500000000000002 37.314272700000011 55.674875350000008 55.834684950000003 55.834684950000003 37.328003200000005 53.995000000000012 71.00500000000001 12.500000000000002 38.010000000000012 55.657530000000008 37.275078000000001 7.5000000000000009 37.342273500000012 55.946414150000003 97.050000000000011 55.975961550000008 30.025000000000002 31.500000000000004 55.899899800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 17 7 9 10 -3 18 12 -8 19 20 -12 -17 23 22 -14 -13 -15 -9 24 29 -23 -6 -22 -21 -5
right_child=-2 2 3 4 26 -7 11 8 -10 -11 15 14 13 21 -16 16 -18 -19 -20 28 27 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-283.51398076980507 -91.384306323098016 659.18175076693035 -15735.462939903009 24480.841841722682 14411.193792278013 90842.315025780495 -35980.918283569255 -76106.428009126495 49044.417431328031 -56367.776673009575 95039.158775392367 75732.803120117198 -5408.725965975812 -1478.5536289599677 60665.762996564597 -36338.957583545714 35760.917504589597 -70148.580713968855 -123876.67089285713 32021.399567959943 27103.397501631589 -58490.05427779218 2713.9494514726848 95106.9167469854 45393.593662955682 -295390.50808823528 -83611.184913455872 -45621.736653684064 -20623.658920048063 -64251.81344084911
leaf_weight=535096 3685022 31272 4667 687 492 2555 5776 654 8386 2106 705 260 4434 1468 560 1053 2373 317 350 10799 511 1715 2085 828 5436 51 689 6253 979 585
leaf_count=535096 3685022 31272 4667 687 492 2555 5776 654 8386 2106 705 260 4434 1468 560 1053 2373 317 350 10799 511 1715 2085 828 5436 51 689 6253 979 585
internal_value=0 531.876 4981.95 24031.1 40045.4 49443.1 1195.88 6927.09 28028.5 -2938.96 3618.63 -7361.61 -941.457 9466.23 -28713 27499 13600.6 35973.8 -28317.2 18605.1 -35838.9 -36346.9 -16106.3 40437.8 33689.7 -65331.5 -42775.4 -40127.6 27645.5 -16327.8
internal_weight=0 633142 98046 16256 11589 10408 81790 48984 15606 33378 7220 32806 25222 19446 7584 4131 3426 7853 3089 16212 7024 3234 2739 7536 6708 1766 1181 6764 11778 1272
internal_count=4318164 633142 98046 16256 11589 10408 81790 48984 15606 33378 7220 32806 25222 19446 7584 4131 3426 7853 3089 16212 7024 3234 2739 7536 6708 1766 1181 6764 11778 1272
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=0 0 5 1 5 0 1 1 1 0 0 3 5 1 0 1 5 3 1 3 3 1 5 4 4 3 3 4 5 1
split_gain=2.17121e+13 2.51617e+14 2.28093e+14 1.85868e+14 1.68713e+14 1.29921e+14 3.8544e+14 3.96279e+14 5.31619e+14 1.48935e+15 5.93177e+14 7.10873e+14 4.02816e+14 3.77478e+14 3.70341e+14 4.13027e+14 2.87504e+14 2.8157e+14 2.65456e+14 2.64236e+14 2.64017e+14 2.38906e+14 2.33094e+14 2.70853e+14 2.91307e+14 4.95029e+14 3.37043e+14 2.65658e+14 2.20652e+14 2.11307e+14
threshold=56.121679000000007 56.054485600000007 64.020000000000024 92.815157350000007 95.020000000000024 56.895161300000005 43.574807850000006 38.911476500000006 38.233559750000005 56.301440000000007 56.281985950000006 10.500000000000002 73.405000000000015 39.488326500000007 57.057093650000006 61.284352600000013 70.00500000000001 21.500000000000004 34.359746700000009 23.500000000000004 12.500000000000002 61.284352600000013 61.020000000000003 2.5000000000000004 1.5000000000000002 5.5000000000000009 8.5000000000000018 1.5000000000000002 107.05000000000001 44.083877800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 16 10 -10 12 -12 -9 15 20 18 21 -2 -13 -7 22 27 24 25 -24 -27 -8 -22 -26
right_child=5 2 3 -5 -6 14 17 13 9 -11 11 19 -14 -15 -16 -17 -18 -19 -20 -21 28 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-22.943231709439857 -53744.597261128903 -3793.5160407157705 -24760.06753335967 302.6943739541577 -78812.848559762555 -2701.4671231450252 7419.3840600272852 -83214.487250201186 -12212.779013456549 4121.9902982857102 289532.5302163462 165444.22979483099 740925.02670454548 -16809.20297085401 97.237982125038343 -52075.35168343212 -27716.181193448494 -5230.6680670319411 -752.49172535862033 9566.436128982843 -23502.904006839741 -5794.6129312482435 -140751.49847196692 6572.675687887674 44942.425904974167 191567.16812584922 -11220.928845718729 -213.77168241166061 -187606.57870858433 18211.983657545446
leaf_weight=3157426 972 37999 6371 2939 635 22624 89167 932 197 4581 195 376 22 10501 722972 2271 5049 33724 34417 153 6388 20917 289 46671 3899 92 751 93306 83 12245
leaf_count=3157426 972 37999 6371 2939 635 22624 89167 932 197 4581 195 376 22 10501 722972 2271 5049 33724 34417 153 6388 20917 289 46671 3899 92 751 93306 83 12245
internal_value=0 -132.12 -7322.14 -20804.7 -29659.2 380.568 1948.03 -5562.15 -1417.92 27680.5 142125 182882 335296 -22222.5 -364.278 -11002 -5392.88 3379.79 -2207.98 120360 -7796.04 4465.98 5336.94 10532.3 21229.2 -27809.1 10910.2 3516.24 -25607.8 24667.8
internal_weight=0 3.20537e+06 47944 9945 7006 1.11279e+06 358456 57395 45962 5524 943 746 217 11433 754338 31366 40438 301061 35389 529 29095 267337 246420 63947 17276 1132 843 182473 6471 16144
internal_count=4318164 3205370 47944 9945 7006 1112794 358456 57395 45962 5524 943 746 217 11433 754338 31366 40438 301061 35389 529 29095 267337 246420 63947 17276 1132 843 182473 6471 16144
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=5 4 5 5 1 0 1 5 3 1 2 0 0 1 0 1 0 1 3 3 3 5 5 0 5 0 2 5 2 2
split_gain=2.16605e+13 3.84715e+13 7.08241e+13 8.45998e+13 1.00458e+14 1.65981e+14 1.10002e+14 1.07839e+14 1.25788e+14 1.01533e+14 1.20746e+14 9.64103e+13 2.43643e+14 9.13249e+13 9.67768e+13 8.34961e+13 8.05044e+13 6.9588e+13 6.76946e+13 6.71378e+13 6.57081e+13 6.35549e+13 7.39437e+13 6.17741e+13 6.06052e+13 6.54547e+13 5.77776e+13 6.65388e+13 6.81851e+13 5.72436e+13
threshold=20.010000000000002 1.0000000180025095e-35 39.505000000000003 59.245000000000012 38.92948375000001 54.811549550000009 36.761894450000007 142.05000000000004 16.500000000000004 30.315880100000005 4.5000000000000009 59.863160500000006 59.939091550000008 82.97193200000001 55.110554300000004 82.897133550000021 55.349623500000007 83.093115700000013 8.5000000000000018 12.500000000000002 5.5000000000000009 55.405000000000008 56.835000000000008 44.732363600000006 59.005000000000003 43.642715500000008 1.5000000000000002 225.45000000000002 8.5000000000000018 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 19 5 6 23 13 16 10 -7 -11 20 14 -6 -16 26 -15 -14 24 -13 -21 -23 -5 25 -4 -9 28 -28 -10
right_child=1 -3 3 4 7 9 -8 8 29 11 -12 12 18 17 15 -17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1980.5851114196962 392.1057935959949 -44.119174551349573 -13571.842511815201 243457.90385044643 14597.843360120167 -54173.256405587927 -39489.349486678693 -50962.303292410717 -201469.27587890625 -49569.624805931351 160666.80364029258 -417300.38551793987 118863.848984375 -8294.4216158974559 3450.1133218926343 -49558.476047452161 269245.89723557694 31450.547607527111 -124679.46276041667 7329.764237573454 -184483.67725497158 -14644.388132001923 30035.14016020716 72923.539706143478 5239.1939349978411 19297.852250237178 118787.08926669034 270455.22544642858 -65531.542818509617 11739.82380514706
leaf_weight=54521 170923 4047321 648 28 5623 59 78 28 20 633 47 27 25 8707 817 467 26 464 21 7178 22 3030 422 88 7463 9309 88 21 26 34
leaf_count=54521 170923 4047321 648 28 5623 59 78 28 20 633 47 27 25 8707 817 467 26 464 21 7178 22 3030 422 88 7463 9309 88 21 26 34
internal_value=0 25.3266 1324.64 4835.53 -653.444 -30973.7 52339.8 1256.32 67375.4 -50353.6 41086 -63667.6 -157604 257.005 8941.45 -15829.5 105833 -6283.55 7681.03 8230.47 -312770 1967.58 -9182.41 114087 12052.2 17158.7 79767.2 106882 76749.5 -67226.5
internal_weight=0 4.26364e+06 216322 45399 17349 1028 194 16321 243 834 106 728 95 16078 6907 1284 189 9171 46 28050 49 10630 3452 116 17420 9957 163 135 114 54
internal_count=4318164 4263643 216322 45399 17349 1028 194 16321 243 834 106 728 95 16078 6907 1284 189 9171 46 28050 49 10630 3452 116 17420 9957 163 135 114 54
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=3 0 4 5 0 4 5 1 5 1 5 4 0 0 1 4 0 1 5 1 5 0 6 0 0 1 5 0 0 0
split_gain=2.13753e+13 1.61478e+14 1.0283e+14 1.16612e+14 1.04652e+14 1.16195e+14 1.05845e+14 1.26703e+14 7.63453e+13 6.73296e+13 9.59354e+13 6.70992e+13 8.22698e+13 5.83625e+13 7.69157e+13 5.59487e+13 5.21233e+13 4.65261e+13 4.544e+13 4.45213e+13 1.0022e+14 8.31015e+13 7.95641e+13 7.96698e+13 5.67583e+13 6.37136e+13 7.89613e+13 5.47989e+13 5.47768e+13 5.69192e+13
threshold=2.5000000000000004 60.063729500000008 1.5000000000000002 63.855000000000011 59.939091550000008 2.5000000000000004 79.730000000000018 30.388336800000001 43.005000000000003 20.507360500000004 55.005000000000003 3.5000000000000004 59.853570100000006 44.226894250000008 39.969502550000009 2.5000000000000004 59.950068600000009 38.096381250000007 72.010000000000005 40.247294600000011 177.02500000000003 55.141517900000004 1.5000000000000002 59.820733200000006 43.592450450000008 38.891822450000006 177.02500000000003 55.518428350000008 55.812836050000008 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 13 -8 -4 10 -10 12 -7 14 18 -12 -6 -11 -5 22 -21 -22 -13 24 -24 26 28 -28 -26 -30
right_child=-2 -3 3 4 16 11 7 -9 9 17 15 19 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-3210.4702272501559 -36.481026450682684 -16029.277095301482 1333.7596429645696 220241.89191028225 207142.83710937502 -3956.9950782236165 -306009.38452380954 -55332.503606236882 -54370.655765474767 -1513.5747954826445 269288.35958333331 -31775.005804336281 -124379.28336931195 -20327.854604061591 -3167.6971112744563 56469.592457217259 51760.421828391336 9520.9232721989138 32325.38409090909 6950.7253278090357 -129709.55304042272 58137.966840977831 -91804.108593750003 212493.21103515627 -17521.104270764776 51521.075195433601 42079.098275862074 257243.30414062503 160245.5265188117 7838.5657382246391
leaf_weight=26664 4205107 5101 23036 31 30 12058 21 506 26 4270 30 228 57 1202 116 21 77 36349 22 1652 98 31 38 24 457 756 29 20 38 69
leaf_count=26664 4205107 5101 23036 31 30 12058 21 506 26 4270 30 228 57 1202 116 21 77 36349 22 1652 98 31 38 24 457 756 29 20 38 69
internal_value=0 1356.9 2178.41 3945.97 -3269.5 -3873.97 -27232.5 -65321.5 5934.04 8538.04 101959 -1023.79 -4523.57 -12591.4 42433.2 181657 95325.6 8360.94 142239 11301.8 321.92 -84567.9 23089 31830.5 28748.8 32095.1 8137.37 129901 -2441.41 61964.4
internal_weight=0 113057 107956 81292 17560 17453 1898 527 63732 40696 77 15555 12115 1371 169 51 107 40619 53 3440 1781 129 1659 1431 1407 1369 613 49 564 107
internal_count=4318164 113057 107956 81292 17560 17453 1898 527 63732 40696 77 15555 12115 1371 169 51 107 40619 53 3440 1781 129 1659 1431 1407 1369 613 49 564 107
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=5 1 1 0 4 2 3 2 0 3 0 4 2 2 3 0 4 2 0 2 3 0 4 0 2 4 3 0 5 2
split_gain=2.1633e+13 4.50067e+13 6.36627e+13 6.27266e+13 5.29017e+13 7.03423e+13 6.00454e+13 4.85683e+13 3.7928e+13 7.17079e+13 4.56701e+13 4.97646e+13 4.51241e+13 6.70902e+13 5.55605e+13 3.81956e+13 9.59854e+13 4.06195e+13 6.59571e+13 6.37929e+13 5.81079e+13 3.77915e+13 3.77005e+13 4.49097e+13 3.67207e+13 3.13185e+13 5.56599e+13 1.29255e+14 7.78618e+13 7.15532e+13
threshold=225.45000000000002 30.502469200000004 30.315880100000005 60.017447350000005 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 2.5000000000000004 56.876792350000009 3.5000000000000004 56.782419000000012 2.5000000000000004 24.500000000000004 16.500000000000004 17.500000000000004 57.692655200000004 2.5000000000000004 4.5000000000000009 57.581016350000006 3.5000000000000004 7.5000000000000009 50.973130900000008 2.5000000000000004 59.932719750000011 14.500000000000002 4.5000000000000009 24.500000000000004 55.762622900000004 161.85000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 7 5 -3 -7 -2 10 -10 12 -12 13 14 -6 17 -17 18 19 -11 -19 -15 23 -4 -16 -1 29 28 -28 -27
right_child=1 4 22 -5 8 6 -8 -9 9 15 11 -13 -14 21 24 16 -18 20 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=7.6721149983146333 -121992.60925662878 -38719.408500000005 56622.141421875 164479.59029651992 6586.7448258290551 283464.55869565223 52380.105308948871 23008.251465160818 -33772.04761230469 -9084.3275146484375 3598.1476462339742 -161921.58097426471 -124820.35793269231 97438.844183498484 -37892.500493421052 84984.700212191368 -98495.283558238647 -86084.880268351233 268847.91367187502 218581.51718750002 95255.88398145989 -15532.930328525641 -173749.77105263158 -115072.81236979167 -187283.6711309524 -4308.9627774541104 45450.344751340956 -30370.253628031416 208528.78301532453 -42729.9435674505
leaf_weight=4301087 33 25 25 22 3199 23 22 77 105 32 39 34 26 123 76 81 44 24 28 20 67 39 38 39 21 12071 67 120 52 505
leaf_count=4301087 33 25 25 22 3199 23 22 77 105 32 39 34 26 123 76 81 44 24 28 20 67 39 38 39 21 12071 67 120 52 505
internal_value=0 7120.94 -35514.3 10336.6 9597.77 95772.3 170490 -20492 8073.71 37228.6 4786.92 -73493.2 6427.12 7413.94 4325.91 62414.7 20399.7 93127.4 145108 78479.5 47429.7 70241.9 -94850.8 -48004.5 -70234.9 -7.03526 -4943.26 42862.9 116712 -5851.79
internal_weight=0 4262 234 132 4028 70 45 110 3958 401 3557 73 3484 3458 3296 296 125 171 80 52 91 162 102 64 97 4.3139e+06 12815 239 119 12576
internal_count=4318164 4262 234 132 4028 70 45 110 3958 401 3557 73 3484 3458 3296 296 125 171 80 52 91 162 102 64 97 4313902 12815 239 119 12576
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 0 3 0 0 0 0 0 0 1 0 0 3 5 3 5 5 0 1 5 0 1 6 2 3 1
split_gain=2.05944e+13 3.53281e+14 2.81494e+14 1.91545e+14 8.13628e+14 4.35829e+14 2.83566e+14 4.51598e+14 8.49693e+14 1.82297e+14 2.03726e+14 3.55824e+14 2.89302e+14 3.25914e+14 3.67735e+14 1.08552e+15 3.64432e+14 2.33987e+14 2.29014e+14 2.74969e+14 1.66206e+14 1.64046e+14 1.58947e+14 1.58153e+14 1.49389e+14 2.45996e+14 1.53283e+14 2.33634e+14 2.35271e+14 2.11612e+14
threshold=38.633372000000001 38.096381250000007 46.672631750000008 1.5000000000000002 55.212972300000011 54.811549550000009 16.500000000000004 55.777112100000004 55.769960200000007 56.501468900000013 55.388132500000005 55.701368300000006 55.842510000000011 38.233559750000005 56.281985950000006 56.320495600000008 8.5000000000000018 44.205000000000005 17.500000000000004 72.010000000000005 125.85000000000001 55.56564190000001 38.151577750000008 44.905000000000008 63.563300600000012 33.101335500000005 1.5000000000000002 5.5000000000000009 24.500000000000004 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 4 5 -4 7 8 -6 10 -5 18 22 20 -15 16 23 -18 19 -12 -14 -21 -13 -16 26 -26 27 28 29 -1
right_child=-2 2 3 9 6 -7 -8 -9 -10 -11 11 12 13 14 15 -17 17 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3347.7611189056188 -142.47079813522129 -10262.23507729811 4562.1485653147975 -4361.7634042514492 1458.9438038504466 145639.82651582794 -18077.540230015347 10528.621211309255 335366.28074074077 -26435.977257273906 26029.980331452094 44712.1722501775 4744.5755768101344 19984.948738417443 236308.01635742188 32.223996261882384 62869.142969286571 211302.13735600491 -5904.9815993425846 -2103.6799705135013 -141693.09273838141 96770.199474490684 -9699.6675263542547 493012.16765950521 12658.147747818968 -64296.619900735495 828.4121966815494 157.34269814390311 6343.245084979003 -11856.028802672907
leaf_weight=89408 3029015 7912 306 9199 175 770 2030 1123 135 1480 10126 566 12261 5467 48 721 182 255 1951 206 78 905 10430 48 752 928 782807 288382 17066 43432
leaf_count=89408 3029015 7912 306 9199 175 770 2030 1123 135 1480 10126 566 12261 5467 48 721 182 255 1951 206 78 905 10430 48 752 928 782807 288382 17066 43432
internal_value=0 334.753 7440.06 9835.82 29564.8 105519 5964.77 40023.3 146870 8175.12 9151.88 12026.5 6017.88 13469.8 31187.7 80027.8 188239 149483 25720.6 31211.5 3818.88 78437.1 -6898.91 364660 -50.9338 -29850.2 -9.93549 -1507.27 -4709.58 -6129.54
internal_weight=0 1.28915e+06 66374 58462 4539 1076 3463 1433 310 53923 52443 43244 30056 19060 6721 1254 533 437 13188 11237 12339 1111 10996 96 1.22278e+06 1680 1.2211e+06 438288 149906 132840
internal_count=4318164 1289149 66374 58462 4539 1076 3463 1433 310 53923 52443 43244 30056 19060 6721 1254 533 437 13188 11237 12339 1111 10996 96 1222775 1680 1221095 438288 149906 132840
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 0 6 1 0 0 0 1 1 5 5 0 0 0 5 1 4 1 5 1 3 1 5 3 1
split_gain=2.11847e+13 2.88245e+14 6.55888e+14 2.19699e+14 2.62597e+14 1.44446e+14 1.56943e+14 1.23703e+14 1.24217e+14 1.13547e+14 1.79143e+14 1.43309e+14 1.23715e+14 1.07439e+14 1.06753e+14 1.04992e+14 1.03921e+14 2.48191e+14 2.05734e+14 2.23125e+14 2.27741e+14 2.23188e+14 1.78802e+14 1.52535e+14 1.45737e+14 1.32079e+14 1.27911e+14 1.26552e+14 1.14991e+14 1.71361e+14
threshold=47.425481600000005 48.713222300000005 44.083877800000003 39.969502550000009 5.5000000000000009 3.5000000000000004 47.287300150000007 1.5000000000000002 34.359746700000009 45.133160800000006 45.047272400000004 46.672631750000008 39.016372550000007 38.781124500000011 95.020000000000024 132.05000000000004 50.973130900000008 51.636650050000007 51.67657710000001 84.030000000000015 39.188277450000008 2.5000000000000004 37.855187800000003 55.990000000000002 39.262370300000008 25.500000000000004 39.188277450000008 88.015000000000015 6.5000000000000009 36.585378200000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 -1 14 10 -10 15 13 -12 -9 -11 25 22 19 24 -21 -22 23 -18 -19 28 -24 -28 -3 -30
right_child=1 16 -4 4 -6 -7 -8 8 9 11 12 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=-9417.4904187122174 -66284.382558962752 -3547.5037197971492 21555.481594489866 -10871.110307294954 -44374.634273305433 47.893895585252203 31086.93052275863 47856.7660253254 4016.6919753648117 -10109.84130892157 -36123.070137224538 6240.8609634940949 6251.0537206913723 30640.104597808015 265404.88411458337 -133089.49413225448 -11366.450939391616 10397.269367027147 -67.65223171353442 -19332.908919905531 177942.60610124457 52795.387525266065 4542.3221948303844 -43518.560039669363 -26985.731845564362 245031.18994565221 -8537.7234563092479 -54224.225866951514 3079.264666423926 21127.434597485884
leaf_weight=6272 1138 10216 4117 8363 3248 722414 2202 375 30732 8391 251 10834 4466 6074 24 70 3719 14122 3426285 351 172 831 8910 2446 1126 23 16807 629 15625 7931
leaf_count=6272 1138 10216 4117 8363 3248 722414 2202 375 30732 8391 251 10834 4466 6074 24 70 3719 14122 3426285 351 172 831 8910 2446 1126 23 16807 629 15625 7931
internal_value=0 -104.98 -13146.7 -24352.9 -20243.2 467.321 4815.08 3957.89 5328.27 4963.41 7908.85 -1375.2 18993.4 27990.7 60942.4 -11127.3 -42.299 -95.9617 -13.8425 11091.3 49995 74256.3 -8792.31 -24123 7636.69 5476.24 -5204.91 -10185.9 5313.1 9155.85
internal_weight=0 3.52606e+06 16866 12749 11611 792105 69691 67489 61217 60818 41523 19295 10791 6325 399 8461 3.50919e+06 3.4754e+06 3.44289e+06 16602 1354 1003 32511 6165 15248 33795 26346 17436 33772 23556
internal_count=4318164 3526059 16866 12749 11611 792105 69691 67489 61217 60818 41523 19295 10791 6325 399 8461 3509193 3475398 3442887 16602 1354 1003 32511 6165 15248 33795 26346 17436 33772 23556
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=2 1 5 3 5 5 2 0 5 2 1 5 1 1 5 1 3 3 6 1 5 2 0 0 5 0 0 0 5 5
split_gain=2.03314e+13 4.70999e+13 6.74913e+13 3.26316e+13 1.01317e+14 3.92945e+13 3.69618e+13 3.15527e+13 2.53256e+13 2.39496e+13 2.47176e+13 2.26673e+13 2.02911e+13 2.76595e+14 2.72914e+14 1.57986e+14 1.62666e+14 2.19239e+14 1.93609e+14 1.99546e+14 1.35922e+14 1.35423e+14 1.90837e+14 3.08716e+14 2.30812e+14 1.63897e+14 1.60686e+14 2.09703e+14 1.92553e+14 1.60567e+14
threshold=31.500000000000004 37.487839250000007 76.00500000000001 38.500000000000007 79.010000000000005 78.710000000000022 25.500000000000004 55.745923000000012 73.405000000000015 14.500000000000002 37.503486000000002 61.845000000000006 65.480823400000006 61.42204370000001 67.990000000000023 65.58467570000002 22.500000000000004 19.500000000000004 1.5000000000000002 65.551978750000004 64.020000000000024 7.5000000000000009 54.959412650000012 54.944759500000011 95.020000000000024 51.67657710000001 55.110554300000004 55.299834250000011 44.005000000000003 73.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 12 5 8 9 11 -5 -6 -11 -2 13 -1 -15 16 17 18 19 -14 -19 25 23 -23 -25 -17 -27 28 -28 -24
right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 -12 -13 15 14 -16 21 -18 20 -20 -21 -22 22 29 24 -26 26 27 -29 -30 -31
leaf_value=-16.062005639258992 81017.935181884779 3512.2548556244869 -124995.50513392857 -29647.789595346156 79908.870484924322 -153082.96984375 178365.90584239131 34484.435838674217 50799.672206673975 44947.762599283858 -98572.293437500004 197754.28824404764 7643.8793294440375 -4871.2238462959613 -28022.413730317192 -13192.649013774531 38272.481303957946 -10815.33773825547 2590.4447222759013 33741.942431469339 -64559.0117625895 -630.7773743359711 -1161.956402987551 -11081.405429706112 -117700.04010416668 1548.988790732883 -2387.2925301816722 -841.93736686328157 -24964.67490963739 6054.5225712324955
leaf_weight=3079969 80 1483 21 859 64 25 23 167 41 30 20 21 8910 42392 5787 8304 1448 1733 48325 4365 646 62910 186372 43387 204 660419 7733 108097 7385 36944
leaf_count=3079969 80 1483 21 859 64 25 23 167 41 30 20 21 8910 42392 5787 8304 1448 1733 48325 4365 646 62910 186372 43387 204 660419 7733 108097 7385 36944
internal_value=0 10709.3 47641.1 -4.39648 -17531.2 -29418.1 62726.8 61168.6 -25983 39396.1 -12460.3 105290 -0.0831386 -133.669 -7652.02 351.908 5128.53 4378.4 5528.8 16225.3 -25409 73.3084 -1629.27 -5112.46 -11580.4 782.377 930.467 -2384.74 -13416.1 31.8927
internal_weight=0 1772 289 4.31639e+06 1062 925 137 268 900 114 50 101 4.31533e+06 3.12815e+06 48179 1.18718e+06 65427 63979 61600 13275 2379 1.12176e+06 329817 106501 43591 791938 783634 123215 15118 223316
internal_count=4318164 1772 289 4316392 1062 925 137 268 900 114 50 101 4315330 3128148 48179 1187182 65427 63979 61600 13275 2379 1121755 329817 106501 43591 791938 783634 123215 15118 223316
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=0 0 0 1 5 1 3 6 5 3 1 1 5 0 0 3 1 6 5 0 0 1 1 5 0 1 1 6 1 3
split_gain=2.02221e+13 2.73251e+14 2.3342e+14 5.0217e+14 2.05978e+14 1.78895e+14 1.61494e+14 1.91711e+14 1.37905e+14 1.34242e+14 1.2563e+14 2.55188e+14 1.21935e+14 1.18133e+14 3.68278e+14 7.62538e+14 5.42842e+14 3.48451e+14 3.4215e+14 2.47422e+14 2.25361e+14 3.38858e+14 3.16497e+14 3.79423e+14 2.90948e+14 3.11496e+14 4.57348e+14 2.97691e+14 3.93762e+14 2.44257e+14
threshold=59.609407350000005 58.049540950000008 57.945214300000011 56.135466100000009 68.52500000000002 59.76223980000001 8.5000000000000018 1.5000000000000002 37.75500000000001 5.5000000000000009 30.278357500000002 30.102666750000001 91.050000000000011 57.178027650000011 57.581016350000006 5.5000000000000009 65.610478850000007 1.5000000000000002 114.05000000000001 57.641335050000002 57.131524800000008 65.610478850000007 65.520339550000017 55.990000000000002 56.911498950000002 61.880021000000006 61.284352600000013 1.5000000000000002 65.659480050000013 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 12 10 6 7 8 -5 -9 11 -3 -4 20 16 19 17 -15 -19 -16 24 22 -22 -24 -1 26 -26 28 -27 -29
right_child=-2 4 3 5 -6 -7 -8 9 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=56.465530379888449 635.26052089476184 -5197.0646342796263 -7736.1912234702431 4931.1482518942967 -30333.842842912534 -25646.229761528793 13011.874118411433 23105.535501891718 110612.74162628048 95241.090129484961 -8428.5914364119726 61240.314596682103 -83983.023802570096 2919.6154534085858 22003.763961836248 -8411.9497534280363 21704.444048152793 -22462.267271011908 -156223.09920458225 4804.9439505500131 -2293.5283070403743 -13309.65010147031 4878.9574654192675 28069.168731280832 -13085.970945839166 19739.777251141611 -68661.87417246995 45220.62247969734 -45311.138343446059 -8009.4352366535259
leaf_weight=3579900 448994 2026 10541 166 4044 935 14174 5796 482 270 25501 809 214 6423 13287 44567 4060 20865 193 22578 13664 7182 14393 13839 14588 8768 1648 883 1041 36333
leaf_count=3579900 448994 2026 10541 166 4044 935 14174 5796 482 270 25501 809 214 6423 13287 44567 4060 20865 193 22578 13664 7182 14393 13839 14588 8768 1648 883 1041 36333
internal_value=0 -73.7182 3.48344 8432.08 -9221.54 17148 19063.5 31839.2 83540 26316.3 -6208.48 13761.6 -9253.33 -68.6962 -3268.63 322.691 -12426.8 -17469.3 -23688.2 11176.6 28.347 6759.51 10199.9 16246.5 -62.3303 -6784.91 -18727.1 -2661.72 12836.1 -6746.48
internal_weight=0 3.86917e+06 3.83679e+06 32578 32380 21823 20888 6714 648 6066 28336 2835 10755 3.80421e+06 111973 80432 31541 27481 21058 35865 3.69224e+06 49078 41896 28232 3.64316e+06 63261 16236 47025 9809 37216
internal_count=4318164 3869170 3836790 32578 32380 21823 20888 6714 648 6066 28336 2835 10755 3804212 111973 80432 31541 27481 21058 35865 3692239 49078 41896 28232 3643161 63261 16236 47025 9809 37216
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=3 3 2 5 4 1 5 5 1 2 1 1 0 0 3 3 6 1 3 0 1 0 0 0 6 5 5 0 4 4
split_gain=2.03428e+13 1.2617e+14 1.65258e+14 1.52963e+14 1.7694e+14 1.47744e+14 1.75924e+14 2.10675e+14 1.75597e+14 1.47687e+14 1.63485e+14 1.80193e+14 3.79101e+14 5.73361e+14 2.95688e+14 2.20941e+14 1.6498e+14 2.48901e+14 1.60803e+14 2.09934e+14 2.12374e+14 1.7701e+14 6.88113e+14 2.45046e+14 2.51593e+14 1.74225e+14 1.60408e+14 1.49461e+14 1.43824e+14 1.37689e+14
threshold=10.500000000000002 12.500000000000002 13.500000000000002 73.010000000000005 2.5000000000000004 39.753614400000011 39.805000000000007 18.050000000000004 82.926290250000008 2.5000000000000004 30.370618100000005 30.323743050000001 59.882016200000002 59.863160500000006 11.500000000000002 11.500000000000002 1.5000000000000002 30.332994000000003 11.500000000000002 60.029906750000002 30.243224600000001 59.990816400000007 59.982527000000012 60.003414000000006 1.5000000000000002 41.810000000000009 44.410000000000004 59.950068600000009 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -3 6 7 -6 -7 -2 11 18 13 15 16 -13 17 -14 21 27 25 22 -11 24 -23 -21 -19 -20 -29 -5
right_child=1 3 -4 29 5 8 -8 -9 -10 10 -12 12 14 -15 -16 -17 -18 26 19 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=168.98443040091058 -9476.6867950323594 226.08742138459931 -147466.52316060127 -2908.7679858085903 56405.102965198865 -5546.8413134838247 11689.607293612346 -80028.222407420966 13303.046746983084 25198.737423390357 -3008.9570136978359 -78116.216603255962 9296.9858990478515 173332.8369560774 25187.611916341553 55844.207130964583 10163.392227510405 -56326.79860030394 -2197.5863124966122 -3575.662807369059 -18043.335000979405 58519.355775010532 -126441.64727949335 -9944.6185436938176 209299.88654752605 64604.624130566699 -188021.26053193308 -15441.80852658565 -65194.64242941828 5642.00076085615
leaf_weight=2688514 27690 1153709 79 232426 154 16473 30130 427 7060 2610 117570 173 240 387 3046 427 443 187 8773 551 860 422 338 332 150 1172 183 2377 769 20492
leaf_count=2688514 27690 1153709 79 232426 154 16473 30130 427 7060 2610 117570 173 240 387 3046 427 443 187 8773 551 860 422 338 332 150 1172 183 2377 769 20492
internal_value=0 -278.782 -2867.46 20.2963 488.519 6070.14 10638.6 -43865.2 108.205 -2799.75 -1488.6 6137.16 22793 78430.8 9395.98 17219 -36284.3 -70015.9 1521.73 -3302.31 22543.2 19683.3 7812.56 58394.4 98059.7 42801.2 -121462 -8903.37 -27603.3 -2215.96
internal_weight=0 1.62965e+06 168779 1.46087e+06 1.20795e+06 54244 30711 581 23533 168700 141010 23440 5086 987 4099 600 1053 610 18354 14502 2583 3852 2948 904 572 1723 370 11919 3146 252918
internal_count=4318164 1629650 168779 1460871 1207953 54244 30711 581 23533 168700 141010 23440 5086 987 4099 600 1053 610 18354 14502 2583 3852 2948 904 572 1723 370 11919 3146 252918
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 4 0 4 5 5 6 3 5 1 3 0 1 0 2 0 0 3 1 0 0 5 5 0 1 0
split_gain=2.03761e+13 4.76932e+14 3.72912e+14 2.34006e+14 2.92758e+14 3.19729e+14 2.7318e+14 2.23846e+14 2.58002e+14 1.97919e+14 1.4344e+14 1.42465e+14 3.37738e+14 1.37569e+14 1.34207e+14 3.35537e+14 1.61279e+14 1.69638e+14 1.47503e+14 1.26746e+14 1.37282e+14 1.78428e+14 1.25068e+14 2.21797e+14 1.83171e+14 3.47747e+14 2.18388e+14 2.02969e+14 1.76497e+14 2.16988e+14
threshold=49.073956850000009 49.201680550000006 57.945214300000011 55.755036050000008 52.405000000000008 1.5000000000000002 55.842510000000011 2.5000000000000004 77.715000000000018 31.415000000000003 1.5000000000000002 3.5000000000000004 90.015000000000015 49.148175700000003 8.5000000000000018 55.793358600000012 49.148175700000003 55.777112100000004 5.5000000000000009 55.784980300000008 55.762622900000004 10.500000000000002 47.282206100000003 56.782419000000012 46.672631750000008 68.00500000000001 120.05000000000001 55.820531900000013 48.712293450000011 55.842510000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 13 5 9 -7 14 10 -5 -9 12 -10 -2 15 16 17 -6 -19 20 -13 -22 -1 24 -24 27 -27 -26 29 -29
right_child=1 -3 -4 4 7 6 -8 8 11 -11 -12 19 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-45.150485889330874 -33396.097748274784 -78.687395946616434 108679.23728334188 -4458.412307101542 21496.16356051261 -14490.228529680082 40566.225083334328 -29217.517869632669 -8257.5992919921882 15815.410048435384 3968.3972349752739 89561.91700367647 333055.85573282046 -984.88397517745295 23299.090473789583 16121.181901080159 34830.058910562839 176017.27691727993 -25184.246835937502 28130.376330074901 26026.028606715015 -50150.594986672964 3581.1028950578093 -90126.118817303635 -18536.112531848725 -20687.166762593959 -91956.376726700779 -61862.775842920149 9527.2807772984288 -3363.3614977137586
leaf_weight=2308141 1474 1835629 366 6513 114 10370 987 1719 71 18472 5375 136 49 11740 10652 1110 257 409 40 5377 554 691 26958 296 7726 8816 452 644 11928 41098
leaf_count=2308141 1474 1835629 366 6513 114 10370 987 1719 71 18472 5375 136 49 11740 10652 1110 257 409 40 5377 554 691 26958 296 7726 8816 452 644 11928 41098
internal_value=0 243.674 7981.2 7496.96 10038.5 4206.7 -9705.45 18020 9307.22 10530.5 -4073.13 23107.8 131112 -4600.3 27695.3 51958.6 100470 130434 158093 21190 -5832.89 -16253.5 -193.648 -3694.07 -3432 -6107.47 -24163 -3381.91 -1200.4 -4265.9
internal_weight=0 1.9121e+06 76476 76110 62896 36342 11357 26554 13972 24985 7094 6878 120 13214 12582 1930 820 563 449 6758 1381 1245 2.40606e+06 97918 97622 70664 9268 61396 53670 41742
internal_count=4318164 1912105 76476 76110 62896 36342 11357 26554 13972 24985 7094 6878 120 13214 12582 1930 820 563 449 6758 1381 1245 2406059 97918 97622 70664 9268 61396 53670 41742
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=0 0 5 3 0 5 1 1 1 3 5 1 3 1 1 5 1 0 1 5 5 4 3 5 1 5 4 1 1 0
split_gain=2.18204e+13 1.94669e+14 1.91784e+14 1.35918e+14 1.30269e+14 1.48628e+14 1.40655e+14 1.60533e+14 1.04034e+14 2.21126e+14 2.20666e+14 1.95485e+14 1.68382e+14 2.70803e+14 1.67359e+14 1.57275e+14 1.37753e+14 1.33256e+14 2.51415e+14 1.33534e+14 1.2245e+14 1.19095e+14 1.11902e+14 1.14453e+14 1.10504e+14 1.07572e+14 1.06002e+14 9.0739e+13 2.48304e+14 7.41137e+14
threshold=56.121679000000007 56.093493200000005 64.020000000000024 10.500000000000002 56.24640500000001 142.05000000000004 47.473138800000008 86.192907650000009 43.808567100000012 10.500000000000002 79.010000000000005 37.457850350000008 19.500000000000004 40.247294600000011 44.005491150000005 70.00500000000001 37.516458750000005 56.197733450000008 37.620907050000007 114.05000000000001 89.00500000000001 3.5000000000000004 22.500000000000004 77.715000000000018 43.048525950000005 78.710000000000022 2.5000000000000004 60.58031445000001 60.628582700000003 56.791364150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 11 10 25 20 16 -14 22 -16 -13 18 -18 -20 -2 -12 -11 -24 -19 -10 -27 -6 29 -29
right_child=4 2 3 -5 27 -7 7 -9 9 14 21 12 13 -15 15 -17 17 24 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-53.971489943775865 19988.246422575379 -3921.3298218822915 -15278.884370579195 -49465.352782267255 -357.82675984659954 -64349.721792814045 -36032.599564867436 1327.1929516074315 13590.611378878086 17505.909379850436 60915.673516680108 -59902.060879654498 375607.95840517245 -73504.401375000001 -3257.7219648054506 -45025.274231994088 138616.22604308199 -58570.729776650704 -86.297074162020238 219040.97092633927 -75307.671329635516 124.98239218971946 69378.848669980172 295058.60046296299 -12361.850047217937 -161835.1145737592 50375.671131049261 -22213.751563490267 265.41859565218425 13245.659647848252
leaf_weight=3173191 4503 25503 5176 1500 816321 303 1561 4370 19908 1018 1548 509 29 25 4459 1130 138 620 4097 28 139 407 134 27 3131 68 36 6864 199696 41725
leaf_count=3173191 4503 25503 5176 1500 816321 303 1561 4370 19908 1018 1548 509 29 25 4459 1130 138 620 4097 28 139 407 134 27 3131 68 36 6864 199696 41725
internal_value=0 -132.449 -7871.2 -22960.1 381.516 5467.08 5908.86 -8505.66 7946.62 11324.1 16193.3 604.736 -8341.53 167686 -4479.96 -11702.4 -9456.8 -6252.83 5842.98 1401.11 17134.7 48260 29757.7 107226 -19999.7 13060.7 -88377.5 151.325 1825.33 8236.43
internal_weight=0 3.20537e+06 32179 6676 1.11279e+06 48188 47885 5931 41954 28735 21967 13219 8577 54 6768 5589 8523 8014 4263 4125 4642 1955 1179 161 3751 20012 104 1.06461e+06 248285 48589
internal_count=4318164 3205370 32179 6676 1112794 48188 47885 5931 41954 28735 21967 13219 8577 54 6768 5589 8523 8014 4263 4125 4642 1955 1179 161 3751 20012 104 1064606 248285 48589
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 1 4 0 5 4 5 1 1 5 3 5 2 1 3 5 5 1 3 5 0 0 6 0 3 5
split_gain=2.05052e+13 4.71403e+13 9.39449e+13 7.47269e+13 6.22089e+13 2.09241e+14 8.89612e+13 7.74629e+13 7.36544e+13 9.77342e+13 2.20669e+14 7.05235e+13 6.89519e+13 6.59181e+13 6.56294e+13 6.44356e+13 8.33236e+13 6.3949e+13 9.32262e+13 6.31759e+13 6.2145e+13 6.13319e+13 6.1128e+13 5.05262e+13 5.02207e+13 4.72729e+13 5.86982e+13 4.71141e+13 6.30676e+13 4.60381e+13
threshold=91.398302750000013 92.928903050000017 53.516665650000007 11.500000000000002 52.485928400000006 104.38035940000002 1.5000000000000002 52.056565900000003 78.710000000000022 2.5000000000000004 79.730000000000018 114.17164950000002 114.17164950000002 142.05000000000004 4.5000000000000009 101.05000000000001 2.5000000000000004 113.46563545000002 5.5000000000000009 80.00500000000001 46.010000000000012 93.043229050000022 2.5000000000000004 59.810000000000009 63.563300600000012 61.785186750000001 1.5000000000000002 55.975961550000008 6.5000000000000009 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 20 5 6 -3 22 11 10 -10 -6 17 25 15 -8 -17 18 23 -16 -4 -12 -7 -9 -13 26 -11 28 -22 -27
right_child=1 4 3 -5 8 7 14 12 9 13 21 24 -14 -15 19 16 -18 -19 -20 -21 27 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-40.182475957380852 -19876.14089306815 2524.4900292950697 2106.1272662904789 -545.16635811282345 -3938.2145286784553 -17411.926121524702 7910.499873347575 -4094.3536726460125 -279032.35377038043 28963.631111927192 -143561.83638916016 7490.6207969883981 -120969.1779296875 -105007.41132305196 23025.121018428727 30185.650504032263 -190734.85507812502 3229.8020647849194 -47545.240020774814 54009.846431203841 13249.28542615189 16297.386473719278 2491.7294851074535 -31539.003615590496 -92080.379651118259 42125.240513088283 -23801.077720073707 14432.652297810388 -5810.1903512763465 -18849.791359238738
leaf_weight=4176165 1681 3380 14634 21153 32159 1648 1193 3062 46 238 32 7474 56 77 4016 31 38 2536 801 787 3638 96 24225 859 51 292 1847 12413 3321 215
leaf_count=4176165 1681 3380 14634 21153 32159 1648 1193 3062 46 238 32 7474 56 77 4016 31 38 2536 801 787 3638 96 24225 859 51 292 1847 12413 3321 215
internal_value=0 1181.76 3411.95 4121.67 -306.797 2392.65 15524.9 -1344.77 -3012.91 -18561.3 -91177.7 -1899.01 -10431.5 -13827.3 22769.9 2476.27 -91480.7 -9578.65 -16457.6 28102.2 7024.61 -23667.4 1223.95 -10106.8 6815.79 -11118.6 -17778.1 10740.1 4153.65 16268
internal_weight=0 141999 56840 55159 85159 42632 9445 33187 42527 2843 174 39684 7314 2669 6065 1262 69 7258 4722 4803 34006 128 25873 3921 7525 2592 2085 19372 6959 507
internal_count=4318164 141999 56840 55159 85159 42632 9445 33187 42527 2843 174 39684 7314 2669 6065 1262 69 7258 4722 4803 34006 128 25873 3921 7525 2592 2085 19372 6959 507
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=3 0 4 5 4 1 5 1 1 1 5 0 1 0 0 0 5 0 1 4 0 4 0 0 1 0 0 1 5 5
split_gain=1.97779e+13 1.30783e+14 8.66725e+13 9.19957e+13 8.50839e+13 6.69084e+13 1.38895e+14 1.5954e+14 1.36182e+14 1.81814e+14 8.69946e+13 9.57653e+13 6.93588e+13 1.11742e+14 6.99895e+13 1.02513e+14 6.34595e+13 5.88179e+13 5.8967e+13 5.78243e+13 5.59522e+13 5.56539e+13 5.55557e+13 1.69997e+14 1.68585e+14 6.97726e+13 5.4772e+13 5.4269e+13 7.77077e+13 4.73881e+13
threshold=2.5000000000000004 60.063729500000008 1.5000000000000002 63.855000000000011 3.5000000000000004 37.914142000000005 96.015000000000015 30.259484550000003 30.468306550000005 30.388336800000001 82.00500000000001 54.736324100000012 40.247294600000011 43.465905150000005 45.03656895000001 45.254062050000009 43.005000000000003 59.820733200000006 30.305955500000003 2.5000000000000004 43.592450450000008 2.5000000000000004 55.885524800000006 55.745923000000012 37.328003200000005 56.143542450000005 59.939091550000008 20.507360500000004 55.005000000000003 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 6 8 -8 9 10 26 -12 13 -7 20 -16 -4 -6 -19 -9 29 -14 23 -10 -25 -24 -5 28 -18 -15
right_child=-2 -3 3 4 17 12 7 19 22 -11 11 -13 21 14 15 -17 27 18 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-2902.8912336564731 -35.091380517601117 -14341.457436890596 1238.9690260980876 -46630.527011415943 9652.2596403174466 232098.6904962713 -371899.82968750002 -191152.61093750002 -30175.963691511763 267490.0061121324 278232.86510416667 -1424.7204062500002 -30920.059170678713 18197.379628537736 50279.651541664549 4137.7223263756359 -49017.440865384619 223282.7423377404 14143.390722656251 -46063.622817416966 -23224.653646676859 -5834.9798328480911 81827.949537194305 -40098.897250000002 -411148.0400390625 -28927.221115706274 92869.819509548615 7648.195855980568 163407.54570312501 198849.45109375002
leaf_weight=26664 4205107 5101 23036 129 3414 22 20 34 833 34 24 25 1000 53 614 2231 26 26 28 143 931 7653 92 25 24 149 36 40619 51 20
leaf_count=26664 4205107 5101 23036 129 3414 22 20 34 833 34 24 25 1000 53 614 2231 26 26 28 143 931 7653 92 25 24 149 36 40619 51 20
internal_value=0 1305.21 2044.53 3667.29 -2741.5 -6194.65 -25668.5 -104184 -14386.6 52679.9 18551.2 135550 -3756.53 7369.78 6085.29 14095.9 5433.1 11290.1 114840 -73933.8 -16614.2 -8733.98 -29197.3 -40823.8 -221837 13352.8 -16194.1 7807.19 91679.6 67691.1
internal_weight=0 113057 107956 81292 17560 14092 1568 197 1371 248 214 49 12524 3871 3849 2845 63732 3468 54 177 1004 8653 1123 882 49 241 165 40696 77 73
internal_count=4318164 113057 107956 81292 17560 14092 1568 197 1371 248 214 49 12524 3871 3849 2845 63732 3468 54 177 1004 8653 1123 882 49 241 165 40696 77 73
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 1 1 6 1 5 4 0 5 3 5 3 1 5 3 1 3 1 0 1 1 0 5 4 2
split_gain=1.99864e+13 1.93926e+14 2.62726e+14 1.94493e+14 1.76276e+14 4.37644e+14 1.85691e+14 3.08431e+14 2.43059e+14 1.53184e+14 1.51248e+14 1.43042e+14 1.39218e+14 1.31789e+14 1.31497e+14 1.22732e+14 1.21884e+14 2.19204e+14 2.757e+14 1.81126e+14 3.88827e+14 1.18891e+14 1.40439e+14 1.16175e+14 6.2002e+14 4.88647e+14 6.8912e+14 4.34335e+14 3.5184e+14 3.90684e+14
threshold=55.899899800000007 55.924336300000007 37.620907050000007 37.487839250000007 5.5000000000000009 37.712318250000003 37.777459000000007 37.737121850000008 1.5000000000000002 53.664171200000006 62.995000000000012 3.5000000000000004 55.91302515000001 79.730000000000018 4.5000000000000009 87.395000000000024 4.5000000000000009 37.39371280000001 62.015000000000008 24.500000000000004 37.342273500000012 8.5000000000000018 37.712318250000003 55.801980100000009 48.712293450000011 37.832345550000007 55.842510000000011 36.995000000000012 3.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 11 5 -4 7 13 -8 -7 -5 12 16 21 -12 -13 -2 18 -18 20 -20 -6 -23 -1 25 27 -27 -25 29 -29
right_child=1 -3 4 10 6 9 8 -9 -10 -11 14 15 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=22.619130241670632 -12208.767655734842 130.01895468026041 353210.70055119443 47464.430271882855 -80084.718768310559 19074.152535879759 -48420.337771102466 47354.424257867184 -3836.2634355518053 -116157.07858053769 367344.14778645837 98325.683002804493 -1219.0620489161233 -33498.285600413721 118627.39211425782 -98811.611038686009 45368.28633870984 22977.085427920734 68297.426119087831 80791.706422093543 381807.43948931526 -3059.8967509160188 22504.693969689666 9835.1839382516191 6857.939496507377 -30574.216572272559 -2059.5827240207423 -15399.153832253704 36463.18104574523 -1506.2139552935769
leaf_weight=2828192 436 1260308 39 557 160 5762 1423 1730 8691 85 24 39 1451 964 186 166 602 1614 74 143 85 5529 3515 22265 52101 17014 16888 32482 1927 53712
leaf_count=2828192 436 1260308 39 557 160 5762 1423 1730 8691 85 24 39 1451 964 186 166 602 1614 74 143 85 5529 3515 22265 52101 17014 16888 32482 1927 53712
internal_value=0 328.968 7864.27 28104.2 3963.26 19335.2 -147.194 8320.99 -10109.1 17108.2 74731 20346.6 24146.6 1679.77 147052 -61307.4 36606.1 45058.6 84482.9 162453 235897 5364.22 6875.92 -140.696 -2492.6 -5868.99 -16369.9 -2643.92 -5796.94 -6741.73
internal_weight=0 1.29358e+06 33275 5377 27898 5886 22012 11898 10114 5847 767 4610 4405 10168 210 205 2954 2518 904 302 159 9204 9044 3.02458e+06 196389 144288 33902 110386 88121 86194
internal_count=4318164 1293583 33275 5377 27898 5886 22012 11898 10114 5847 767 4610 4405 10168 210 205 2954 2518 904 302 159 9204 9044 3024581 196389 144288 33902 110386 88121 86194
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=1 1 0 4 5 6 3 0 0 0 0 0 3 5 0 1 1 0 0 0 0 1 0 3 0 1 3 0 3 3
split_gain=2.05584e+13 3.10073e+14 2.33867e+14 1.65857e+14 2.15298e+14 2.49411e+14 3.61549e+14 2.30399e+14 2.82449e+14 2.26565e+14 1.51229e+14 1.38514e+14 1.6378e+14 1.60805e+14 1.2813e+14 2.52879e+14 2.47175e+14 3.16174e+14 5.46321e+14 2.60787e+14 5.59522e+14 5.43341e+14 5.95484e+14 4.20869e+14 2.39231e+14 2.8382e+14 2.69122e+14 2.11923e+14 2.69594e+14 1.93803e+14
threshold=38.633372000000001 38.096381250000007 46.672631750000008 2.5000000000000004 110.05000000000001 1.5000000000000002 18.500000000000004 55.777112100000004 55.769960200000007 55.388132500000005 55.56564190000001 55.628356700000005 17.500000000000004 81.910000000000011 44.732363600000006 37.777459000000007 37.944765900000007 54.864040150000001 54.959412650000012 55.619594000000006 55.719391050000006 37.971176850000006 55.795550600000006 24.500000000000004 55.734663800000007 38.058342000000003 19.500000000000004 55.695992150000002 14.500000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 5 6 7 8 -5 -7 -6 12 13 -11 15 -1 -16 -18 -19 -20 23 22 -22 27 26 -26 -23 -21 -29 -28
right_child=-2 2 3 4 10 9 -8 -9 -10 11 -12 -13 -14 -15 16 -17 17 18 19 20 21 24 -24 -25 25 -27 29 28 -30 -31
leaf_value=-4083.2709768432815 -142.3460500522153 -9144.2822324856461 6445.9049798515553 158757.14987254102 -164146.24214200108 -9845.0534327879795 -45079.262876902067 45406.690973184275 501297.17592592596 42164.684585028386 -19382.765149565053 18350.036193321583 -20843.643614605928 109753.0739067009 114.17304288978031 12670.180930871262 -47354.844587730644 40821.462951425026 -26139.137277641752 -6967.932514283505 -81571.87118931966 -37041.910515165961 -14912.603792356589 74720.522040098047 3326.231885876693 -31706.297811514723 73314.943534491569 60314.331613459617 9157.8791175578481 -8281.7724677247297
leaf_weight=15343 3029015 7912 46307 222 88 2190 153 172 27 1699 401 6442 317 444 1129338 21826 1848 2453 6542 4964 2109 4175 3676 1042 19542 2623 382 1351 4338 1223
leaf_count=15343 3029015 7912 46307 222 88 2190 153 172 27 1699 401 6442 317 444 1129338 21826 1848 2453 6542 4964 2109 4175 3676 1042 19542 2623 382 1351 4338 1223
internal_value=0 334.46 6991.09 9174.78 19571 22295.8 86571.3 134416 195900 18969.6 -45434.3 26058.4 46244.2 56168.1 -26.8718 5754.52 -208.12 -6676.76 -5295.41 -7472.27 -4783.91 -11319 -39214.1 14064.3 -5544.34 -819.508 -23663 8131.3 21306.3 11138.8
internal_weight=0 1.28915e+06 66374 58462 12155 11666 574 421 249 11092 489 8902 2460 2143 1.22278e+06 37169 1.18561e+06 56268 54420 51967 45425 33730 5785 11695 27945 22165 5780 10653 5689 1605
internal_count=4318164 1289149 66374 58462 12155 11666 574 421 249 11092 489 8902 2460 2143 1222775 37169 1185606 56268 54420 51967 45425 33730 5785 11695 27945 22165 5780 10653 5689 1605
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=5 1 0 0 2 4 5 0 1 1 3 3 3 3 1 4 3 4 5 3 1 3 3 4 1 0 1 3 3 3
split_gain=2.05644e+13 4.43444e+13 5.92312e+13 1.21787e+14 1.35707e+14 8.29931e+13 8.1873e+13 8.16583e+13 7.74298e+13 1.78205e+14 1.5182e+14 7.29739e+13 6.4725e+13 8.68672e+13 8.06078e+13 5.74945e+13 5.5363e+13 5.29309e+13 1.19419e+14 7.00543e+13 6.15088e+13 7.74596e+13 5.45981e+13 6.7308e+13 5.06353e+13 7.59901e+13 5.47957e+13 5.24813e+13 7.65618e+13 4.99633e+13
threshold=29.050000000000004 30.425002000000003 55.56564190000001 55.769960200000007 2.5000000000000004 1.0000000180025095e-35 13.050000000000002 55.74310830000001 37.642309100000013 37.582182450000005 8.5000000000000018 15.500000000000002 7.5000000000000009 16.500000000000004 37.214886200000009 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 13.050000000000002 9.5000000000000018 30.259484550000003 8.5000000000000018 22.500000000000004 1.5000000000000002 37.66934650000001 55.751981950000008 37.944765900000007 24.500000000000004 21.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 11 4 6 12 -4 -8 9 -9 -11 29 -6 14 -14 -13 -16 19 -19 20 -1 -22 -20 -24 25 -15 -26 28 -27 -3
right_child=-2 2 3 -5 5 -7 7 8 -10 10 -12 15 13 24 16 -17 -18 18 22 -21 21 -23 23 -25 26 27 -28 -29 -30 -31
leaf_value=5768.4942086436031 51.681643814233965 -2529.8262438047036 -20437.738649687653 -838.40893543005041 -22028.832787993462 7372.5596431123768 -1370.4925407041253 -2359.0797246978482 1543.408795197889 116276.63140528946 9448.7946606795758 -2827.7911017765268 -25985.145378913079 14639.935018480142 25488.920429896338 -11141.858735269074 66867.313949697753 87353.808245481923 7025.9435900229137 -4755.8633362825576 -22700.255807326404 -78829.260282920077 -14709.347015325802 -133305.33304227944 37891.345088741473 28457.07565166767 2974.2476864888349 11798.542695843242 -114803.37061434658 2587.9082506864715
leaf_weight=645 4088837 44679 1726 71837 297 7480 8796 545 1134 366 209 23518 143 1319 491 12869 947 166 2973 10070 2252 276 776 51 1538 52 635 115 132 33290
leaf_count=645 4088837 44679 1726 71837 297 7480 8796 545 1134 366 209 23518 143 1319 491 12869 947 166 2973 10070 2252 276 776 51 1538 52 635 115 132 33290
internal_value=0 -921.469 -525.391 1281.91 7157.23 14288.9 -182.672 2981.15 19963 38612.8 77447 -2070.44 23414.7 25927.2 45618.3 -5768.23 52738.8 -5803.53 4330.77 -8838.53 -21795.5 -28828.3 703.975 -22023 17715.2 4321.77 27687.8 -41195.5 -74316.7 -344.735
internal_weight=0 229327 212118 97762 25925 13149 12776 11050 2254 1120 575 114356 5669 5372 1581 36387 1438 17209 3966 13243 3173 2528 3800 827 3791 1618 2173 299 184 77969
internal_count=4318164 229327 212118 97762 25925 13149 12776 11050 2254 1120 575 114356 5669 5372 1581 36387 1438 17209 3966 13243 3173 2528 3800 827 3791 1618 2173 299 184 77969
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=5 1 3 4 2 3 0 5 1 1 0 0 4 1 0 1 1 1 0 1 0 1 3 1 0 1 0 2 1 1
split_gain=1.98381e+13 3.71635e+13 5.51377e+13 4.40873e+13 5.53228e+13 4.85899e+13 3.46801e+13 3.14563e+13 1.71774e+14 2.62124e+14 2.51387e+14 2.15915e+14 2.91056e+14 2.34554e+14 1.64635e+14 1.63086e+14 1.80095e+14 2.0947e+14 1.56283e+14 8.93352e+14 4.50263e+14 1.54259e+14 1.47971e+14 1.37543e+14 3.16202e+14 2.7044e+14 2.7993e+14 1.96495e+14 1.62998e+14 3.94257e+14
threshold=225.45000000000002 30.502469200000004 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 12.500000000000002 63.563300600000012 112.04500000000002 37.889331900000009 37.516458750000005 53.973051950000006 55.619594000000006 3.5000000000000004 37.869926150000005 44.732363600000006 30.102666750000001 30.160599000000001 30.207352000000004 55.826364100000013 37.767735350000002 55.734663800000007 38.950530550000003 9.5000000000000018 39.003296000000006 45.055827000000008 39.041623000000008 45.067452850000002 17.500000000000004 39.899261850000009 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -6 -5 -1 9 15 14 -12 13 18 -11 -9 -17 -18 19 20 -13 -10 -22 24 -23 26 27 -25 -27 -30
right_child=1 3 -4 6 5 -7 -8 8 21 10 11 12 -14 -15 -16 16 17 -19 -20 -21 22 23 -24 25 -26 28 -28 -29 29 -31
leaf_value=26.654882513479631 60027.613020833342 -31533.881992187504 -57549.14543230235 6994.8675552013538 255628.77717391305 47752.99274125533 135845.20545014882 -22973.971977364286 -28760.128810774244 -1034.9041812360135 112074.35409220622 -33334.806640625 73363.891721698368 195136.9483103198 -167557.63541015625 104955.83195187096 -95210.763221227142 6800.5299207666467 4273.5536854804323 35260.246862696855 -417785.7348214286 -8583.2456517213723 -788894.2224431819 -12424.078935078414 50961.992763832517 13466.2918672084 -143874.15062084128 -185895.35076749561 -39417.910108166659 -3083.7365159534579
leaf_weight=4248930 51 25 183 3937 23 22 21 2235 2613 391 501 20 732 43 70 183 205 11126 237 127 21 2294 22 813 1459 4696 263 71 3278 33572
leaf_count=4248930 51 25 183 3937 23 22 21 2235 2613 391 501 20 732 43 70 183 205 11126 237 127 21 2294 22 813 1459 4696 263 71 3278 33572
internal_value=0 6819.13 -31923.4 9069.82 87738.3 154001 7678.51 -6.73709 -2190.45 6837.71 39188.5 56921.6 33933.7 -27476.8 -26320.4 1745.91 6544.33 4954.95 -49894.6 -117462 -425331 -5118.86 -607655 -3788.83 14565.3 -5402.28 -53302.7 -26356.7 -4079.85 -6315.85
internal_weight=0 4262 234 4028 70 45 3958 4.3139e+06 64972 15913 2164 1703 1202 470 461 13749 11514 11331 427 190 63 49059 43 46446 3753 42693 1147 884 41546 36850
internal_count=4318164 4262 234 4028 70 45 3958 4313902 64972 15913 2164 1703 1202 470 461 13749 11514 11331 427 190 63 49059 43 46446 3753 42693 1147 884 41546 36850
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=0 3 3 4 1 2 3 0 5 1 1 0 0 0 5 0 3 3 5 1 0 5 1 1 1 2 5 1 1 5
split_gain=1.92846e+13 9.21352e+13 2.386e+14 1.50098e+14 1.18145e+14 1.33177e+14 1.21361e+14 2.56071e+14 1.17386e+14 1.09299e+14 1.65635e+14 3.81397e+14 1.24717e+14 1.31389e+14 1.04751e+14 1.0265e+14 1.0196e+14 2.65676e+14 2.41024e+14 2.21315e+14 2.10371e+14 1.88882e+14 1.38725e+14 3.35892e+14 5.64699e+14 1.24348e+14 1.19296e+14 1.32381e+14 1.00812e+14 1.62474e+14
threshold=45.087005000000012 16.500000000000004 18.500000000000004 1.5000000000000002 37.314272700000011 15.500000000000002 23.500000000000004 45.084117700000007 116.06000000000002 39.047276750000002 39.041623000000008 45.029420750000007 43.592450450000008 43.465905150000005 69.610000000000014 43.642715500000008 5.5000000000000009 6.5000000000000009 40.005000000000003 39.925119750000007 43.642715500000008 37.505000000000003 39.262370300000008 39.630124250000001 39.488326500000007 4.5000000000000009 107.05000000000001 37.342273500000012 39.027779200000005 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -3 5 -4 -6 28 9 10 -5 -12 13 -11 -9 -10 18 19 -1 20 21 -18 -22 24 -24 -23 -20 -28 -8 -30
right_child=-2 2 4 8 6 -7 7 14 15 12 11 -13 -14 -15 -16 -17 17 -19 26 -21 22 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=-3342.3627805881588 -78.387875544091798 3735.1887587130241 31935.776060520366 18985.271516684126 -4120.6072925938824 212660.6442402344 8180.8954166465192 28342.993319495949 54488.875292968754 -3385.5521778052812 170385.88800616481 26417.197336532074 -1268.1519167623653 78663.1464929059 88341.374685051647 -41929.654293547705 -6659.2928503496114 -327.16322954890188 5279.2810338548634 6771.1117533807665 -13662.274306539781 -42735.52020397989 16423.198564147951 -19141.665642920088 416000.54960937501 -98471.65629206477 77661.19174053485 -16368.70097731273 -9095.6572243001319 39015.341842761081
leaf_weight=58631 3795889 23740 221 11707 41757 50 11225 1702 136 354 243 758 4478 435 351 587 996 224760 103276 5204 15261 1236 96 297 56 592 156 3722 9490 758
leaf_count=58631 3795889 23740 221 11707 41757 50 11225 1702 136 354 243 758 4478 435 351 587 996 224760 103276 5204 15261 1236 96 297 56 592 156 3722 9490 758
internal_value=0 569.722 3171.18 9013.17 -610.785 65279.8 -884.307 4859.9 15714.4 17303.5 22323.6 61366.6 5191.04 41850.4 38600.9 -23792.8 -108.404 -1389.78 1812.27 -11451 -16567.5 -41695.8 -12050.4 42734 163636 -60785.7 4632.71 -12586.2 1633.98 -5537.1
internal_weight=0 522275 107992 42438 65554 271 65283 23526 18698 17975 12708 1001 5267 789 2053 723 414283 248498 165785 23738 18534 2824 15710 449 152 1828 107154 3878 21473 10248
internal_count=4318164 522275 107992 42438 65554 271 65283 23526 18698 17975 12708 1001 5267 789 2053 723 414283 248498 165785 23738 18534 2824 15710 449 152 1828 107154 3878 21473 10248
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=5 5 1 0 5 5 1 3 0 3 0 1 1 0 0 0 5 3 1 4 4 0 6 0 1 0 6 0 6 4
split_gain=2.16961e+13 1.49726e+14 2.51023e+14 2.2635e+14 1.70813e+14 2.01215e+14 1.73314e+14 2.91262e+14 3.71177e+14 2.01465e+14 1.69561e+14 1.54862e+14 2.04146e+14 1.74138e+14 1.47888e+14 1.41022e+14 1.37163e+14 1.9573e+14 2.60445e+14 1.983e+14 1.15707e+14 1.67696e+14 1.08374e+14 2.75287e+14 2.23144e+14 1.0478e+14 1.3981e+14 1.03423e+14 1.0988e+14 6.38909e+14
threshold=42.005000000000003 45.610000000000007 37.889331900000009 55.455204450000004 49.010000000000012 53.005000000000003 37.362912300000012 6.5000000000000009 56.852744000000008 16.500000000000004 55.030402950000003 39.753614400000011 38.891822450000006 55.68356880000001 59.932719750000011 59.755965500000009 50.410000000000004 5.5000000000000009 30.278357500000002 1.5000000000000002 1.5000000000000002 60.017447350000005 1.5000000000000002 55.039751500000008 82.95335685000002 53.37994195000001 1.5000000000000002 60.063729500000008 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 -2 25 6 7 15 -9 14 -4 12 -12 -14 -10 -6 17 -17 19 -19 -16 -22 23 24 -13 -3 -27 28 29 -1
right_child=1 4 10 -5 5 -7 -8 8 9 -11 11 22 13 -15 20 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1496.313665841958 12576.789513395055 5808.1019699958415 -861.35222253803738 119.2318447962799 6860.2890166939169 188.73943874676769 -3870.4759870045718 15320.636449568501 -4663.5435220681738 2655.2369623947757 -9643.5126869704782 26471.163511603863 -6825.2563273292662 -56682.755355923844 -1.0584007544424021 42350.736551986207 17012.258006796044 408946.33143750002 40408.267183110962 68462.476652644225 -46514.999818210257 -9867.635106821439 -3187.3208451431724 -8859.4637811612902 -105472.3753418906 4725.8706344773955 -531.09154711167992 -5834.163510046892 957.37200569607978 19407.645402844817
leaf_weight=472559 18054 68909 137770 75913 4724 1778381 221419 9158 5204 8758 18523 170 1126 1854 1275 1674 2637 50 89 26 3507 1939 114062 20918 521 78572 142059 27091 1086134 15088
leaf_count=472559 18054 68909 137770 75913 4724 1778381 221419 9158 5204 8758 18523 170 1126 1854 1275 1674 2637 50 89 26 3507 1939 114062 20918 521 78572 142059 27091 1086134 15088
internal_value=0 -172.049 -1988.33 2512.72 131.326 -191.447 -2787.3 3355.89 -1440 -8861.25 -3422.33 -5667.14 -13551.7 -37844 -17319.2 18911.8 31631 52593.2 156507 292465 -27118.4 -33467 -4417.49 -10910.9 -73011.6 2404.18 1341.04 292.033 397.489 -849.537
internal_weight=0 2.71729e+06 388911 93967 2.32838e+06 2.03884e+06 260460 39041 29841 20683 294944 157174 21503 2980 11925 9200 4476 1839 165 76 6721 5446 135671 21609 691 289540 220631 1.60087e+06 1.57378e+06 487647
internal_count=4318164 2717292 388911 93967 2328381 2038841 260460 39041 29841 20683 294944 157174 21503 2980 11925 9200 4476 1839 165 76 6721 5446 135671 21609 691 289540 220631 1600872 1573781 487647
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 6 0 1 0 5 1 3 0 5 1 0 1 3 5 4 4 3 1 1 0 5 0 5 1 3
split_gain=2.27174e+13 1.62758e+14 1.76424e+14 1.57317e+14 2.02188e+14 2.2196e+14 1.1174e+14 1.0985e+14 3.04252e+14 3.80253e+14 2.91993e+14 2.01236e+14 2.27311e+14 2.67595e+14 1.88554e+14 1.79196e+14 3.20776e+14 2.56505e+14 2.5402e+14 2.6666e+14 2.63578e+14 3.45965e+14 2.8509e+14 1.94026e+14 3.54506e+14 2.39912e+14 2.10711e+14 1.91597e+14 1.9065e+14 2.56054e+14
threshold=56.121679000000007 56.054485600000007 107.05000000000001 92.896330950000007 47.473138800000008 1.5000000000000002 56.093493200000005 39.826386800000009 59.609407350000005 69.015000000000015 39.899261850000009 11.500000000000002 57.60800230000001 47.815000000000005 39.753614400000011 56.876792350000009 43.574807850000006 21.500000000000004 80.00500000000001 3.5000000000000004 1.5000000000000002 9.5000000000000018 46.037218400000008 47.554129950000011 56.819808050000006 116.06000000000002 56.320495600000008 132.05000000000004 60.58031445000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 8 9 -2 11 12 -9 -14 -10 16 -12 18 -18 20 21 22 -20 26 25 -25 -22 -21 -26 -30
right_child=7 2 -4 6 -6 -7 -8 10 14 -11 15 -13 13 -15 -16 -17 17 -19 19 27 23 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-47.336877528068932 -3606.579124753408 -26126.790784942219 -74891.180815323532 15530.802640732139 -20404.19594735861 38.43940288982116 -4160.4576203509232 4637.388695936158 372.39742964429553 -23776.021454983162 -14610.442885390885 -6039.9389146365193 8329.8109979248056 40169.277573981672 66320.84095942766 -910.48140822744597 3276.67239152812 -5094.5051523000584 -199183.99073350697 -13378.533218467146 26958.444925310883 43800.950227253183 50964.909293102828 4399.0739980383032 11709.97273789282 -68374.650345857692 71315.5824501147 25677.117820038377 -45019.325912538901 63183.240611094108
leaf_weight=3157426 78871 3811 368 5249 10408 21718 6390 8814 407219 10604 10482 4946 4675 6063 434 294196 230373 32988 180 4732 4599 193 61 5226 1931 496 1396 1710 241 2364
leaf_count=3157426 78871 3811 368 5249 10408 21718 6390 8814 407219 10604 10482 4946 4675 6063 434 294196 230373 32988 180 4732 4599 193 61 5226 1931 496 1396 1710 241 2364
internal_value=0 -135.144 -5917.85 -5384.34 -8656.85 -3867.54 4719.98 389.28 -716.405 -5996.93 1282.08 11980.1 16538.6 26307.3 442.608 838.754 2571.64 3200.29 4279.68 14270 20941.5 -55969.3 -135868 22995.2 14642.5 -1909.17 37287.5 -3011.39 35521.9 53172.9
internal_weight=0 3.20537e+06 47944 47576 35937 25529 11639 1.11279e+06 497128 89475 615666 24498 19552 10738 407653 591168 296972 286490 253502 23129 16687 434 241 16253 10258 5722 5995 6442 4536 2605
internal_count=4318164 3205370 47944 47576 35937 25529 11639 1112794 497128 89475 615666 24498 19552 10738 407653 591168 296972 286490 253502 23129 16687 434 241 16253 10258 5722 5995 6442 4536 2605
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 3 1 1 5 1 5 1 1 1 0 1 5 3 3 5 1 5 5 0 1 6 3 3 3
split_gain=2.10406e+13 4.70686e+14 5.52642e+14 8.64819e+14 4.74765e+14 4.19706e+14 2.4899e+14 2.36582e+14 3.41088e+14 2.41023e+14 2.26833e+14 2.40445e+14 2.25226e+14 8.40115e+14 4.92406e+14 4.31793e+14 5.52416e+14 4.28565e+14 3.75406e+14 5.26187e+14 3.53728e+14 3.49991e+14 5.57088e+14 3.47325e+14 2.88534e+14 2.35473e+14 5.83018e+14 4.65879e+14 5.65846e+14 6.81223e+14
threshold=55.734663800000007 55.751981950000008 37.889331900000009 37.362912300000012 116.06000000000002 69.015000000000015 11.500000000000002 37.777459000000007 37.457850350000008 99.555000000000021 37.832345550000007 32.910000000000004 37.66934650000001 37.559851850000008 37.597123000000003 55.745923000000012 37.417247200000006 23.035000000000004 19.500000000000004 20.500000000000004 59.810000000000009 37.620907050000007 44.205000000000005 31.010000000000002 55.745923000000012 37.516458750000005 1.5000000000000002 19.500000000000004 16.500000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 -6 8 -7 -10 12 -12 13 15 17 18 -17 -15 -5 -20 -19 22 -16 -23 -14 -18 27 28 29 -27
right_child=1 -3 -4 4 6 7 -8 -9 9 -11 11 -13 24 14 21 16 25 20 19 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-175.426967412247 -24898.044262817177 -19.655571739901355 2304.1500432340126 15740.506182815045 -503414.06640625 112244.65640437254 -64471.067131696436 133002.25796044196 31063.090050831452 -222192.65225360577 -404.46282202148439 90912.43148859842 -24947.808415849689 45549.167964945213 32503.548531520111 76398.55996104161 -29463.194122487024 281932.99626005575 288540.95293961867 63568.621562254186 -49626.711805555562 -11800.886592064095 -349193.05725911463 146692.44591673426 29553.409507129756 -486816.25407196977 47422.766873416389 102154.87285786291 -553980.42336065578 117216.24498546513
leaf_weight=2646600 2955 1620655 33712 2110 24 684 28 536 1031 39 400 1033 1831 154 188 469 1344 303 118 874 36 201 48 443 2069 33 111 31 61 43
leaf_count=2646600 2955 1620655 33712 2110 24 684 28 536 1031 39 400 1033 1831 154 188 469 1344 303 118 874 36 201 48 443 2069 33 111 31 61 43
internal_value=0 277.755 9745.62 24333.5 34548.2 35653.5 -267060 74858.1 57090 21832.3 28109.1 65422.7 23000.6 34305 103872 15915.5 -19194.2 183882 39593.6 90329.4 246723 59047.9 -45129.7 97224.8 3965.79 -46817.8 -130418 -247920 -327135 -145061
internal_weight=0 1.67156e+06 50909 17197 14242 14190 52 2290 1754 1070 11900 1433 10467 6567 1373 5194 2092 493 3102 992 339 880 236 644 3900 1623 279 168 137 76
internal_count=4318164 1671564 50909 17197 14242 14190 52 2290 1754 1070 11900 1433 10467 6567 1373 5194 2092 493 3102 992 339 880 236 644 3900 1623 279 168 137 76
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 0 1 0 1 0 0 0 1 1 3 3 6 1 1 3 0 5 0 5 3 1 0 5 5
split_gain=2.06568e+13 2.14371e+14 1.67145e+14 2.68945e+14 1.36989e+14 1.3334e+14 1.33128e+14 3.52942e+14 4.54173e+14 5.23529e+14 6.18633e+14 4.50913e+14 4.30866e+14 1.14695e+15 6.51892e+14 5.27251e+14 4.6309e+14 4.31473e+14 4.23152e+14 4.0303e+14 5.28765e+14 3.87086e+14 3.39823e+14 3.82575e+14 3.11847e+14 3.08217e+14 2.87744e+14 5.96927e+14 3.29041e+14 2.81179e+14
threshold=65.480823400000006 61.463701450000009 57.106514900000001 57.265292900000006 64.805000000000021 9.5000000000000018 54.978840000000005 82.981501350000016 55.050600750000008 82.907204800000002 55.025681450000008 55.013931500000005 55.02863030000001 82.91993380000001 82.933113850000026 15.500000000000002 13.500000000000002 1.5000000000000002 82.940215400000014 82.926290250000008 18.500000000000004 55.014170500000006 62.015000000000008 55.039751500000008 72.705000000000013 14.500000000000002 82.967723800000016 54.99493995000001 51.815000000000005 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -2 8 9 -8 11 26 13 16 15 17 -12 -14 21 24 -21 29 -17 -24 -15 -19 -11 28 -28 -13
right_child=6 2 3 5 -6 -7 7 -9 -10 10 12 18 14 19 -16 22 -18 25 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-50.226650870568477 -1080.4530967097796 -9695.6838974625498 14242.090787373389 -20103.587150840802 -30843.413860136447 170602.92621410475 53.22908971538169 -898.09043909417016 284.90322641607753 9637.5651421287384 151339.05061140389 132648.39837634153 207846.833195613 -22214.63216665903 2568.9823258116194 39413.75933945382 596392.43365384627 17277.929316596208 26287.668541964704 23003.68883397197 -59750.220723391161 58668.861498218954 180672.41478434062 62903.236847061598 -77070.721979115056 -113883.40889152151 41544.099566893368 6968.5908636405702 116637.02695137501 390080.45150462963
leaf_weight=3098703 418319 17817 6700 4026 3699 37 60255 404326 205346 23203 232 198 117 5156 34844 1976 26 8542 8692 3640 980 2938 443 731 1297 183 1413 3277 994 54
leaf_count=3098703 418319 17817 6700 4026 3699 37 60255 404326 205346 23203 232 198 117 5156 34844 1976 26 8542 8692 3640 980 2938 443 731 1297 183 1413 3277 994 54
internal_value=0 -134.679 -8241.91 1932.29 -13331.4 -18366.9 355.192 1136.29 3392.72 7401.61 11877 21322.2 5256.87 -12241.1 9490.15 29600.3 196189 17085 37720.1 -17097.5 5449.83 68870.8 64730.7 107343 -33240.3 14526.9 14577.3 34742.3 72554.6 187812
internal_weight=0 3.13098e+06 32279 10763 21516 4063 1.18718e+06 768863 364537 159191 98936 40769 58167 11331 46836 11992 258 8842 11882 11073 4620 3190 3150 1174 6453 8725 28887 5684 2407 252
internal_count=4318164 3130982 32279 10763 21516 4063 1187182 768863 364537 159191 98936 40769 58167 11331 46836 11992 258 8842 11882 11073 4620 3190 3150 1174 6453 8725 28887 5684 2407 252
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=1 6 0 0 5 1 3 3 1 5 1 0 2 5 3 5 1 0 1 5 1 0 0 0 3 5 5 0 1 0
split_gain=2.39458e+13 7.40675e+13 8.64851e+13 3.63369e+14 1.18877e+14 9.46367e+13 1.68476e+14 8.42023e+13 8.41646e+13 7.61854e+13 7.30522e+13 1.43215e+14 1.5417e+14 1.19354e+14 8.29378e+13 1.39962e+14 1.29483e+14 1.68249e+14 1.48248e+14 2.87141e+14 1.01896e+14 1.30667e+14 8.66083e+13 1.39861e+14 1.00446e+14 1.09429e+14 8.75095e+13 8.7277e+13 1.2867e+14 1.17243e+14
threshold=83.015546400000019 1.5000000000000002 54.970187400000007 54.811549550000009 104.75000000000001 83.761389800000003 9.5000000000000018 4.5000000000000009 83.093115700000013 38.455000000000005 83.026705000000007 55.030402950000003 1.5000000000000002 67.520000000000024 10.500000000000002 91.050000000000011 83.140147550000009 54.934662400000008 83.761389800000003 161.85000000000002 83.140147550000009 55.07108800000001 51.67657710000001 50.565831500000009 5.5000000000000009 49.995000000000012 90.015000000000015 52.056565900000003 104.38035940000002 54.811549550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -4 -8 11 -3 13 -13 22 20 17 -17 19 -18 21 -16 23 24 25 -12 -26 28 -24 -29
right_child=1 10 7 -5 -6 6 9 -9 -10 -11 14 12 -14 -15 15 16 18 -19 -20 -21 -22 -23 27 -25 26 -27 -28 29 -30 -31
leaf_value=-64.126998442274044 -1893.0145934358131 15315.098090912412 43505.903286086366 59053.990706148616 -61181.617527794471 -2652.2850465139809 5577.8876974408013 -213.44775693036718 -20937.865825615929 32965.001441964145 7624.4169324902432 -47229.702851138878 3233.634923476131 51775.077350878193 -12834.936427498315 164233.43063926697 -8696.5538021566008 -37574.137666495903 26292.39503276729 -262570.97557091346 -3449.5778420434312 -58443.384105009194 34217.01849047983 -44160.944277767951 11078.513747335517 -32724.763866649988 121814.38384374999 -2289.2845166716747 4791.415432773133 2722.7547013006001
leaf_weight=4020050 6753 8690 841 1399 260 3621 1395 24245 267 3736 1177 1095 5051 137 6361 128 311 61 1471 52 20990 697 1630 1082 1472 1567 75 94672 16824 92054
leaf_count=4020050 6753 8690 841 1399 260 3621 1395 24245 267 3736 1177 1095 5051 137 6361 128 311 61 1471 52 20990 697 1630 1082 1472 1567 75 94672 16824 92054
internal_value=0 864.749 4729.48 10210.9 5876.54 7001.03 13863.6 1018.54 27976.6 25519.1 221.875 6999.13 -4502.67 -36220.2 -199.845 -5112.47 20290.5 99099.8 12168.9 -45064.2 -6944.69 -17338.9 501.772 -12031.3 -3929.65 -15417.6 16447.1 829.973 7390.51 181.599
internal_weight=0 298114 42517 17164 15765 15505 8752 25353 1108 5131 255597 14973 6283 1232 240624 30071 2023 189 1834 363 28048 7058 210553 5373 4291 2744 1547 205180 18454 186726
internal_count=4318164 298114 42517 17164 15765 15505 8752 25353 1108 5131 255597 14973 6283 1232 240624 30071 2023 189 1834 363 28048 7058 210553 5373 4291 2744 1547 205180 18454 186726
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 3 1 1 6 1 1 6 0 0 5 3 5 0 1 1 1 0 5 5 0 1 1 3 3
split_gain=2.14082e+13 1.53965e+14 2.18574e+14 2.49411e+14 2.05738e+14 2.45208e+14 2.00495e+14 1.52267e+14 1.65931e+14 1.43048e+14 1.2342e+14 1.15723e+14 2.78904e+14 1.17697e+14 1.17635e+14 1.21878e+14 1.06239e+14 1.02828e+14 1.00105e+14 4.91577e+14 4.68887e+14 3.97774e+14 4.45759e+14 2.86898e+14 3.43361e+14 3.90682e+14 8.20729e+14 3.10292e+14 2.99983e+14 2.94525e+14
threshold=55.899899800000007 55.924336300000007 37.767735350000002 37.737121850000008 84.030000000000015 37.305000000000007 8.5000000000000018 37.620907050000007 37.559851850000008 1.5000000000000002 53.664171200000006 37.692869000000009 1.5000000000000002 55.91302515000001 55.91302515000001 52.710000000000008 11.500000000000002 51.815000000000005 55.86787755000001 37.436176200000013 37.342273500000012 37.275078000000001 55.885524800000006 90.015000000000015 49.995000000000012 55.885524800000006 37.39371280000001 37.417247200000006 8.5000000000000018 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 4 5 -2 10 8 -7 16 -4 12 14 -14 15 17 -8 -9 -1 20 21 -20 -23 24 -22 -26 -27 28 -28 -29
right_child=1 -3 6 -5 -6 7 9 11 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 23 22 -24 -25 25 26 27 29 -30 -31
leaf_value=-71.97524973279765 -8872.8389235123959 163.19781709045697 17029.087262887238 52496.378943273361 -27445.118227745192 31614.178889989897 -123108.56338926373 8555.9217154398357 111427.60676465019 -4616.4348820941232 -104528.06768382354 20665.900223468387 -211589.65720588237 -48794.421461273523 -41748.583783662158 45121.06354166667 -29427.67453609101 -79815.090450798496 -10327.595533650212 230.16198467446867 -20328.309826082696 135321.03894794811 -72404.860698784731 30030.089462669068 -100058.51777047987 337902.0287580819 250892.82334168634 -95609.646225087912 -3528.3592271923699 33501.07583840366
leaf_weight=2975824 3544 1260308 4819 1578 1291 3567 132 584 281 8785 85 5593 85 93 434 774 1460 170 1612 39471 3192 440 135 573 1686 58 53 951 369 217
leaf_count=2975824 3544 1260308 4819 1578 1291 3567 132 584 281 8785 85 5593 85 93 434 774 1460 170 1612 39471 3192 440 135 573 1686 58 53 951 369 217
internal_value=0 340.468 7054.66 14523.5 10873.3 14144 -1740.19 21187.6 37442.6 -9614.54 14922.2 13099 -6677.61 -126534 4196.18 17245.9 -37195.2 -11368.6 -145.615 -4640.1 -25341.6 15143.4 86550.6 -37813.9 -43770.8 -66214.8 -31590.6 -45069 28425 -71622.5
internal_weight=0 1.29358e+06 33275 17994 16416 15125 15281 11581 3848 10377 4904 7733 2140 178 1962 1528 1592 754 3.02458e+06 48757 9286 2187 575 7099 6526 3334 1648 1590 422 1168
internal_count=4318164 1293583 33275 17994 16416 15125 15281 11581 3848 10377 4904 7733 2140 178 1962 1528 1592 754 3024581 48757 9286 2187 575 7099 6526 3334 1648 1590 422 1168
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=4 0 1 5 0 3 6 3 0 1 0 1 5 6 1 1 5 5 4 1 6 1 1 1 5 5 6 3 0 1
split_gain=2.09219e+13 1.03744e+14 2.27233e+14 1.69563e+14 1.28604e+14 3.27033e+14 1.58674e+14 1.49096e+14 1.16119e+14 4.26575e+14 3.96605e+14 6.16892e+14 5.58405e+14 5.58537e+14 7.80526e+14 9.19655e+14 3.82266e+14 2.91029e+14 2.50102e+14 2.85132e+14 3.71287e+14 2.49013e+14 2.43028e+14 3.12702e+14 2.27409e+14 2.25859e+14 4.06481e+14 2.61227e+14 2.43857e+14 4.53255e+14
threshold=1.5000000000000002 60.693675950000006 33.101335500000005 75.015000000000015 61.785186750000001 5.5000000000000009 1.5000000000000002 8.5000000000000018 59.932719750000011 30.434657650000002 59.916647550000008 30.578016350000002 86.810000000000016 1.5000000000000002 30.388336800000001 30.410108300000001 72.705000000000013 79.010000000000005 2.5000000000000004 30.259484550000003 1.5000000000000002 30.410108300000001 30.315880100000005 30.370618100000005 69.015000000000015 58.305000000000007 1.5000000000000002 4.5000000000000009 60.029906750000002 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 6 -6 -4 -7 10 17 -2 12 13 14 22 -16 -11 18 25 20 24 -14 -12 -24 -20 -10 27 -27 -28 -30
right_child=1 2 4 -5 5 7 -8 -9 9 16 11 -13 21 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=248.7863973931866 -219.4536896656015 -13908.532572592743 -15984.91584312371 -91152.433683369323 -7618.7489271110144 73104.469922697375 16311.596567405255 15075.795614749584 -6178.2989006120952 -11665.714607722477 -93003.580068359384 -89635.208475402236 -25268.789534556054 24381.505740157543 209043.03153074376 -23077.661660913836 -53506.317962229055 8177.2796912442427 92451.04402571969 -22861.157684262405 -12896.025338349147 56726.435440648456 92855.802252826121 -105999.17716721755 12813.274969339076 -130411.91396436287 32245.517936775868 -3712.3651158247858 134642.24413192132 -13748.301818049065
leaf_weight=1896036 2258361 2420 1685 322 13507 475 15652 6526 33741 11328 180 505 2561 6444 679 228 2705 25177 644 12347 3183 433 330 104 809 165 6889 11830 223 2675
leaf_count=1896036 2258361 2420 1685 322 13507 475 15652 6526 33741 11328 180 505 2561 6444 679 228 2705 25177 644 12347 3183 433 330 104 809 165 6889 11830 223 2675
internal_value=0 -194.749 4818.48 -22979.5 6832.54 1472.73 13172.7 19012.9 -280.186 -3427.66 -125.275 18427.6 23407.2 37246.8 91753 150693 -19730.9 -1085.56 -4301.98 -14921.4 6224.41 -13410.4 4687.06 45203.9 48110.4 -1053.79 6884.25 -5455.21 22007.5 -2329.71
internal_weight=0 2.42213e+06 40587 2742 37845 20508 17337 7001 2.38154e+06 111716 2.26982e+06 11464 10959 7965 1521 907 14033 97683 72506 16983 4636 2994 614 434 1453 55523 21782 11995 9787 2898
internal_count=4318164 2422128 40587 2742 37845 20508 17337 7001 2381541 111716 2269825 11464 10959 7965 1521 907 14033 97683 72506 16983 4636 2994 614 434 1453 55523 21782 11995 9787 2898
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=5 3 1 0 1 5 0 1 0 1 0 0 1 0 3 2 1 0 6 4 1 0 6 1 5 1 3 0 1 0
split_gain=2.10754e+13 9.52866e+13 1.66795e+14 3.06445e+14 3.9645e+14 3.46093e+14 5.49944e+14 2.62413e+14 4.76863e+14 2.44602e+14 4.64194e+14 8.59929e+14 2.42096e+14 2.32538e+14 2.3131e+14 2.28987e+14 2.4036e+14 2.37376e+14 2.16706e+14 2.15795e+14 2.146e+14 2.06576e+14 2.94332e+14 2.68729e+14 2.0573e+14 1.99524e+14 3.65711e+14 2.65558e+14 2.39851e+14 2.17747e+14
threshold=88.015000000000015 14.500000000000002 38.233559750000005 55.851332700000007 30.468306550000005 107.05000000000001 55.68356880000001 37.098288800000006 55.899899800000007 38.950530550000003 45.112033650000008 45.133160800000006 38.984911950000004 55.034903650000011 3.5000000000000004 6.5000000000000009 30.388336800000001 60.003414000000006 1.5000000000000002 2.5000000000000004 39.188277450000008 59.834458500000004 1.5000000000000002 30.451272450000005 89.00500000000001 37.417247200000006 6.5000000000000009 56.501468900000013 37.314272700000011 55.924336300000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 15 6 18 8 -6 10 -4 14 -11 -13 -12 16 17 -5 19 -2 -14 22 -18 -24 -10 26 28 -27 -9 -30
right_child=1 -3 9 4 7 -7 -8 25 24 12 11 13 20 -15 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=52.598350345710031 78609.366435122283 -3533.452989753237 -70469.059314265833 -9941.7459612684979 -277186.78358516487 -2674.7645341819389 67136.331748144148 -132183.31716162837 84401.444509759487 29277.240911103163 38831.735875306513 -77750.184363684137 -22994.254644911023 2255.7070115487786 202835.97483935335 29236.228145869845 -134250.64724934896 28424.978347255717 22695.816249783937 -23770.910943813393 -411.13194474306869 14323.39993673967 160655.13237266894 -102773.52357954546 -51215.529783018057 -13205.663197923175 121259.66246711911 -194707.82128670934 260305.07331414474 -66481.72446732955
leaf_weight=4086520 230 87400 1460 10920 91 6845 2510 134 119 2635 137 589 4410 948 231 3303 48 1892 7514 1963 91800 971 323 44 1864 2801 297 83 38 44
leaf_count=4086520 230 87400 1460 10920 91 6845 2510 134 119 2635 137 589 4410 948 231 3303 48 1892 7514 1963 91800 971 323 44 1864 2801 297 83 38 44
internal_value=0 -927.908 650.839 5953.44 -1824.43 15326.7 25412.7 -25320.4 -53349.1 -1529.86 -28043.5 4471.71 -627.255 -28403.7 141780 5520.66 3.50445 -4275.98 14623.9 -13033.4 -1446.28 39562.5 98615.8 129072 -43077.1 -8207.79 49255.3 -18429.2 -49750.8 84956.1
internal_weight=0 231644 144244 42034 22972 19062 12217 5471 2074 102210 3365 1905 98845 1537 368 17501 14198 12812 9707 2193 96210 1386 415 367 1983 3397 513 2884 216 82
internal_count=4318164 231644 144244 42034 22972 19062 12217 5471 2074 102210 3365 1905 98845 1537 368 17501 14198 12812 9707 2193 96210 1386 415 367 1983 3397 513 2884 216 82
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 3 4 0 0 5 0 2 1 0 0 0 0 0 3 1 4 0 0 4 1 6 0 5 0 2
split_gain=2.21746e+13 3.91135e+13 1.16416e+14 1.06847e+14 9.67731e+13 9.97164e+13 9.18062e+13 9.47281e+13 8.18895e+13 8.1656e+13 1.60382e+14 2.03207e+14 1.55307e+14 1.68931e+14 1.23692e+14 1.7603e+14 1.00747e+14 1.00556e+14 9.82227e+13 9.24384e+13 8.24849e+13 7.73884e+13 1.59094e+14 1.05809e+14 1.71131e+14 1.06262e+14 1.10215e+14 9.91448e+13 8.46309e+13 9.30092e+13
threshold=177.02500000000003 142.05000000000004 38.984911950000004 39.080602550000002 39.188277450000008 6.5000000000000009 2.5000000000000004 56.281985950000006 45.087005000000012 137.05000000000004 55.349623500000007 4.5000000000000009 82.926290250000008 44.580511600000001 55.141517900000004 55.034903650000011 55.535913550000011 55.099723300000008 10.500000000000002 61.42204370000001 2.5000000000000004 45.022371150000005 44.893607100000004 3.5000000000000004 38.975980350000007 1.5000000000000002 54.708501450000007 150.04500000000004 55.455204450000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 21 8 5 -5 7 -6 -4 -1 11 12 13 -11 15 -13 -12 -15 -17 -16 -18 22 -3 24 25 26 -23 -27 -29 -30
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 16 14 -14 17 19 18 20 -19 -20 -21 -22 23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-8.9024360137069145 5092.3969350564057 12436.999388622637 -47905.731879014238 -103114.88333333335 20564.996287548449 124543.91682858812 -12826.008941888334 180881.60545058141 -216382.65120967745 53286.032975356844 203655.50464285715 25336.947637530215 81312.262999030732 -46792.427484609405 -11085.865112304688 293081.0641059028 -101335.64538194444 106652.08277698865 92980.412165178568 -242374.55173611111 35707.123596725047 118718.85957919034 167283.50062415082 17428.288357724283 147699.98969298246 -13224.723114141718 -30830.954047066825 -125759.32808612264 97970.881026785719 -72424.633379629624
leaf_weight=4292468 8534 238 416 24 258 97 7721 43 31 211 35 1044 134 1454 48 36 45 44 77 27 1830 88 92 2183 57 429 112 211 42 135
leaf_count=4292468 8534 238 416 24 258 97 7721 43 31 211 35 1044 134 1454 48 36 45 44 77 27 1830 88 92 2183 57 429 112 211 42 135
internal_value=0 -10.084 -5669.59 -11988 -9374.92 79388.5 -10713.8 43467.4 -59589.8 5.95239 12797.1 -1339.3 -22357.2 -30485.7 30102.2 38169.6 35556 -42285.4 156729 -94349.8 32418.1 9461.38 55606.3 4785.96 -20910.7 -30360.8 34971 -46353.9 -82983.9 -31991.8
internal_weight=0 4.30963e+06 12177 8590 8143 121 8022 301 447 4.29745e+06 4985 3075 1843 1709 1232 1157 1910 1498 113 75 1875 3587 330 3257 1074 1017 200 817 388 177
internal_count=4318164 4309630 12177 8590 8143 121 8022 301 447 4297453 4985 3075 1843 1709 1232 1157 1910 1498 113 75 1875 3587 330 3257 1074 1017 200 817 388 177
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 0 3 5 6 1 1 1 5 1 1 2 3 3 6 5 3 3 1 1 1 5 6 3
split_gain=1.91677e+13 2.20679e+14 9.40759e+14 1.15392e+15 1.2945e+15 6.5354e+14 5.72756e+14 6.7478e+14 5.05545e+14 4.88916e+14 4.7178e+14 3.50056e+14 3.49176e+14 4.23376e+14 3.17959e+14 3.07273e+14 4.69367e+14 3.84445e+14 3.56349e+14 3.53805e+14 5.09112e+14 2.85606e+14 2.77882e+14 2.7397e+14 7.24111e+14 1.12032e+15 6.79924e+14 4.38594e+14 3.41096e+14 2.92248e+14
threshold=59.896318000000008 59.932719750000011 30.578016350000002 30.362552800000003 20.500000000000004 19.500000000000004 13.500000000000002 59.916647550000008 25.500000000000004 44.905000000000008 1.5000000000000002 30.332994000000003 30.315880100000005 30.332994000000003 69.610000000000014 30.278357500000002 30.323743050000001 5.5000000000000009 9.5000000000000018 9.5000000000000018 1.5000000000000002 70.00500000000001 10.500000000000002 7.5000000000000009 30.410108300000001 30.388336800000001 30.370618100000005 57.705000000000005 1.5000000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 23 7 9 -7 -2 12 -12 -8 -14 -4 18 17 -17 -11 20 -19 -9 -21 -5 25 26 -25 -26 -28 -29
right_child=1 -3 14 5 -6 8 10 21 -10 15 11 -13 13 -15 -16 16 -18 19 -20 22 -22 -23 -24 24 27 -27 28 29 -30 -31
leaf_value=-59.794737434393816 7088.1675101198171 -384.1692504713281 -57117.332674549951 3111.4557582303528 -120939.4082619843 -7716.9195887795213 -68872.755046690581 34035.981215075873 47346.241180422912 -70434.746766326585 105350.17887406267 -65525.665507812497 141666.79231559459 -93845.794069096097 -195117.28296168344 -33316.979227421805 -71974.502453242996 168116.75493105585 -254782.20990234378 -90327.349189489702 -64490.941671636458 -7277.8198475703211 36203.356535782354 122527.82769150153 14860.487673788535 158125.51448434367 -143298.62575209889 19252.889209668916 6031.8694956970212 70597.377989890476
leaf_weight=3996272 3057 271614 1037 2586 993 9030 466 3572 2045 831 1071 135 231 114 199 2790 2011 334 120 267 131 3148 496 451 8259 1184 201 1703 640 3176
leaf_count=3996272 3057 271614 1037 2586 993 9030 466 3572 2045 831 1071 135 231 114 199 2790 2011 334 120 267 131 3148 496 451 8259 1184 201 1703 640 3176
internal_value=0 742.348 6828.07 8999.65 -9667.65 21604.1 -3782.23 -9842.07 2450.5 -26261.8 46562.2 86222.3 -12414.4 63845.2 -79335.8 -40867.9 -32534.9 -12795.5 -93696.3 33829.1 102586 14682.4 -8074.1 33259.4 38252.6 87858.7 23465.5 28903.8 -29658.3 52675.7
internal_weight=0 321892 50278 49042 19767 29275 18774 16757 11075 10037 2017 1206 811 345 1236 6980 6029 4018 951 1228 465 6720 763 18200 15614 2476 1292 13138 841 4879
internal_count=4318164 321892 50278 49042 19767 29275 18774 16757 11075 10037 2017 1206 811 345 1236 6980 6029 4018 951 1228 465 6720 763 18200 15614 2476 1292 13138 841 4879
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=3 5 2 0 0 0 0 0 5 4 5 0 1 0 0 6 1 1 1 1 0 3 0 0 5 1 0 1 0 5
split_gain=2.05137e+13 1.14341e+14 1.78002e+14 1.38115e+14 5.97646e+14 3.41134e+14 3.10068e+14 2.05002e+14 2.34291e+14 2.2713e+14 2.25121e+14 1.95563e+14 1.78365e+14 1.76649e+14 1.72065e+14 2.12501e+14 1.90013e+14 2.31249e+14 1.63735e+14 3.58276e+14 5.42412e+14 4.85822e+14 3.32873e+14 2.86976e+14 2.48478e+14 2.43739e+14 3.97861e+14 5.37548e+14 4.61772e+14 3.85827e+14
threshold=10.500000000000002 72.705000000000013 2.5000000000000004 54.708501450000007 54.920670650000005 54.978840000000005 51.67657710000001 51.636650050000007 150.04500000000004 1.5000000000000002 83.010000000000005 47.249522000000006 37.314272700000011 47.425481600000005 52.056565900000003 1.5000000000000002 83.761389800000003 50.227799100000006 60.58031445000001 60.601268000000012 56.791364150000007 11.500000000000002 56.852744000000008 56.838612000000005 96.015000000000015 37.832345550000007 55.591389050000011 37.417247200000006 55.87722990000001 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 10 9 -9 -4 12 -12 -13 15 -8 17 -16 25 20 -20 24 23 -23 -22 26 -7 -28 29 -29
right_child=1 2 3 4 5 18 14 8 -10 -11 11 13 -14 -15 16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=169.69277682218967 112.69479328431706 -9495.0424575377056 -10511.383806080859 35599.684244870659 -20658.287800309445 -17383.50979985113 -12427.219832280156 156868.62301708158 264875.14968750003 15078.678290448295 85517.204528495597 -43650.932956958626 4314.0702078611785 -2334.0733191308695 -6926.6939535545353 -56110.070919315811 23282.362925975798 -45753.102208863209 -111768.44562230604 3162.6090660852078 612307.91447010869 56192.12424868036 -28989.710207804266 181980.03011772485 152344.09759114584 -8448.3392886354195 -2522.8070924972317 24494.865749652869 -5418.0188072142109 -184205.95610077248
leaf_weight=2688514 1336073 29066 23911 4649 8187 10185 2204 118 40 2653 273 1627 29521 2843 6203 2251 1403 2038 203 50248 23 1372 403 209 24 37847 49354 18849 7784 89
leaf_count=2688514 1336073 29066 23911 4649 8187 10185 2204 118 40 2653 273 1627 29521 2843 6203 2251 1403 2038 203 50248 23 1372 403 209 24 37847 49354 18849 7784 89
internal_value=0 -279.951 -2066.88 -1250.64 188.014 -702.945 -4880.09 -1790.29 24585.3 21116.6 -3064.75 2131.86 5058.13 -17372.7 -18245.2 -34499.1 -10736.8 -16528.5 222.217 4904.76 44089.9 59668.1 52140.4 72820.6 377433 -1757.91 1177.52 3662.45 15086.3 23514.1
internal_weight=0 1.62965e+06 293577 264511 189426 184777 75085 60986 2811 2771 58175 34264 29794 4470 14099 4455 9644 8241 176590 52482 2234 2031 1984 1581 47 124108 86261 76076 26722 18938
internal_count=4318164 1629650 293577 264511 189426 184777 75085 60986 2811 2771 58175 34264 29794 4470 14099 4455 9644 8241 176590 52482 2234 2031 1984 1581 47 124108 86261 76076 26722 18938
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=1 6 0 0 3 5 3 0 1 1 0 3 1 3 3 5 0 3 0 3 3 2 5 0 0 0 1 0 2 5
split_gain=1.927e+13 6.03632e+13 7.203e+13 1.17755e+14 8.65525e+13 9.94026e+13 8.3265e+13 1.48049e+14 1.59775e+14 1.2955e+14 1.0936e+14 9.93661e+13 1.60885e+14 9.58421e+13 1.03379e+14 8.80824e+13 8.42888e+13 7.55968e+13 1.84597e+14 8.38104e+13 7.55164e+13 9.11281e+13 9.28195e+13 7.31011e+13 6.86839e+13 6.8459e+13 5.89643e+13 1.1589e+14 1.24904e+14 9.68727e+13
threshold=83.015546400000019 1.5000000000000002 55.030402950000003 55.020029900000004 7.5000000000000009 42.895000000000003 16.500000000000004 54.194619400000008 83.093115700000013 83.761389800000003 53.37994195000001 11.500000000000002 83.140147550000009 9.5000000000000018 10.500000000000002 87.395000000000024 53.340367100000002 4.5000000000000009 55.078308950000007 17.500000000000004 14.500000000000002 9.5000000000000018 68.00500000000001 54.978840000000005 55.160271200000004 54.762542150000009 83.026705000000007 55.030402950000003 1.5000000000000002 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 13 15 16 12 25 -9 -15 -7 -11 24 19 -19 21 -18 -23 -8 -4 -10 27 -3 29 -29
right_child=1 26 17 -5 5 6 23 8 11 10 -12 -13 -14 14 -16 -17 20 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-57.526409740676172 -10331.367695017403 13764.873925367117 39971.723699083443 57145.026712709412 1383.1243393985662 1202.0661643325684 10654.795090597259 -28070.262312794101 55926.642809606485 23154.468713628696 -17257.678354129363 129196.15128877622 136456.50505907013 88592.400073653203 13735.717575768818 -70217.31445466695 65758.446470035924 -38033.146864665847 1769.9545512852358 45364.704232271637 32018.308877745563 83735.297911352041 282655.68194444448 -27215.034485342447 -18420.192236351428 -68320.496487364479 -183.50099149905927 -42611.021849848825 2901.0561303606414 46020.554002501129
leaf_weight=4020050 2453 8690 830 485 7997 1895 2286 259 81 2022 487 307 123 297 487 190 292 1649 18714 130 419 49 45 656 266 98 240624 1093 5051 139
leaf_count=4020050 2453 8690 830 485 7997 1895 2286 259 81 2022 487 307 123 297 487 190 292 1649 18714 130 419 49 45 656 266 98 240624 1093 5051 139
internal_value=0 775.74 4264.67 8445.16 7289.78 9692.49 16342.1 22238.4 48434.1 14223 26509.8 89133 48406.6 24670.2 42093.4 -5306.17 34049.5 212.166 -1156.31 -31938.9 61415.7 93326.4 178963 2210.67 25800 -12096.9 195.379 6284.18 -4062.35 -32611.2
internal_weight=0 298114 42517 20928 20443 17990 9993 7051 1652 5399 3314 609 302 1043 784 2085 2827 21589 20493 1779 805 386 94 2942 1096 179 255597 14973 6283 1232
internal_count=4318164 298114 42517 20928 20443 17990 9993 7051 1652 5399 3314 609 302 1043 784 2085 2827 21589 20493 1779 805 386 94 2942 1096 179 255597 14973 6283 1232
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=2 3 5 0 1 5 1 1 3 1 0 1 1 1 0 1 0 1 3 1 5 4 0 0 0 0 4 0 5 1
split_gain=1.93048e+13 2.89013e+14 2.21257e+14 1.50344e+14 1.69254e+14 1.40842e+14 1.3678e+14 3.36993e+14 2.86467e+14 3.10242e+14 2.01642e+14 2.05537e+14 1.98405e+14 2.58376e+14 2.1866e+14 5.55438e+14 1.82667e+14 3.45199e+14 3.38016e+14 3.04575e+14 3.69563e+14 7.13219e+14 3.65122e+14 2.77252e+14 3.12081e+14 3.48073e+14 2.53162e+14 2.10429e+14 2.06524e+14 1.75451e+14
threshold=4.5000000000000009 6.5000000000000009 64.020000000000024 45.013473000000012 39.925119750000007 73.010000000000005 30.370618100000005 30.388336800000001 8.5000000000000018 30.362552800000003 54.708501450000007 20.507360500000004 30.346469350000003 30.243224600000001 54.708501450000007 20.507360500000004 59.963407450000012 30.332994000000003 7.5000000000000009 30.305955500000003 62.995000000000012 1.5000000000000002 59.904813200000007 59.896318000000008 59.904813200000007 59.916647550000008 2.5000000000000004 59.916647550000008 47.005000000000003 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 9 12 11 -10 13 14 15 -3 17 18 26 20 22 -22 -20 -21 -25 -26 -15 -19 -24 -18
right_child=1 6 3 -5 -6 -7 7 -9 10 -11 -12 -13 -14 16 -16 -17 29 27 19 23 21 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=224.65413675976697 -2307.2276613878112 -34461.153237325983 -20476.830012085225 -8306.7975433983283 -12156.858959508478 -73379.62480589388 -19559.249242053349 19.482232221868024 -7488.3805917453319 156730.28894788548 2691.117928717882 -58349.837658484925 -88857.865637280134 39126.584029932877 -11553.395410413183 133685.02825798409 8982.2380984247502 54779.108133370537 -73885.277359730113 160122.73075759245 -234943.20726461039 98378.016622561132 136562.29058076933 -104865.74010209987 124282.99244736494 -12534.566592049268 -74445.370354595565 305636.91592620482 277310.78247635689 -178122.2695601852
leaf_weight=2028337 181998 399 922 28491 3079 1108 8832 1906355 3794 167 146653 1005 167 433 2720 387 697 56 55 142 77 386 231 189 295 503 359 83 190 54
leaf_count=2028337 181998 399 922 28491 3079 1108 8832 1906355 3794 167 146653 1005 167 433 2720 387 697 56 55 142 77 386 231 189 295 503 359 83 190 54
internal_value=0 -198.999 -3683.68 -11139.4 -26935.8 -49351.9 163.203 -70.8063 2981.15 21939.4 2031.06 -18139.7 18906.9 21387.2 1871.33 48328.4 39633.2 50677.7 43198.2 64473.4 106554 42944.5 168427 29474.2 10677.8 38043.4 -12353.6 204572 200083 -4471.35
internal_weight=0 2.28983e+06 215598 33600 5109 2030 2.07423e+06 1.91519e+06 159042 7590 151452 4799 7423 7256 3506 786 3750 2999 2860 2068 939 463 476 1129 987 798 792 139 421 751
internal_count=4318164 2289827 215598 33600 5109 2030 2074229 1915187 159042 7590 151452 4799 7423 7256 3506 786 3750 2999 2860 2068 939 463 476 1129 987 798 792 139 421 751
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 0 6 0 0 0 1 1 1 1 1 5 5 0 3 5 3 3 1 5 0 4 0 5 5
split_gain=1.98277e+13 2.31382e+14 5.36561e+14 1.78358e+14 2.13261e+14 1.09041e+14 1.27098e+14 9.99274e+13 1.01425e+14 1.63678e+14 1.06509e+14 1.01476e+14 1.40347e+14 1.11552e+14 9.01315e+13 1.55864e+14 1.37098e+14 1.09166e+14 1.85423e+14 2.13787e+14 3.16968e+14 1.72781e+14 3.19179e+14 2.0227e+14 2.62769e+14 1.22994e+14 1.78257e+14 9.00109e+13 1.00956e+14 8.69859e+13
threshold=47.425481600000005 48.713222300000005 44.083877800000003 39.969502550000009 5.5000000000000009 3.5000000000000004 47.287300150000007 1.5000000000000002 45.254062050000009 46.672631750000008 45.047272400000004 38.781124500000011 39.011252750000004 36.761894450000007 37.328003200000005 37.767735350000002 56.005000000000003 73.995000000000019 44.893607100000004 4.5000000000000009 118.33500000000002 11.500000000000002 14.500000000000002 37.314272700000011 96.015000000000015 44.732363600000006 2.5000000000000004 45.084117700000007 110.05000000000001 34.920000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 27 10 -10 -9 13 -13 -12 17 16 29 -7 19 20 -19 -20 23 24 -23 26 -21 28 -1 -16
right_child=1 -3 -4 4 -6 14 -8 8 9 -11 11 12 -14 -15 15 -17 -18 18 21 25 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14079.462812370653 -59702.848418650443 -45.403136579368663 19600.83328662323 -9773.1611139258493 -39965.804878020645 3955.7002486579972 27871.852790119126 4012.9827516500004 -14970.378638317992 5493.9439609251194 73493.199610925105 27607.530964320817 6066.8259382629003 -26713.182685993426 -15676.734202980524 212.58318837915886 -18759.508542994241 46116.586449795082 41307.744394372188 143268.13856289629 475106.28408203128 719839.13578124996 45407.635006648939 71806.585727800644 241606.51730324072 -11427.393074013664 11709.370378887008 6515.245800023341 -83697.774551709212 261.51165145573577
leaf_weight=3624 1138 3509193 4117 8363 3248 15623 2202 31079 6114 10834 126 6344 5781 939 4342 676070 7691 61 377 138 24 20 94 21 27 1319 406 2427 221 16201
leaf_count=3624 1138 3509193 4117 8363 3248 15623 2202 31079 6114 10834 126 6344 5781 939 4342 676070 7691 61 377 138 24 20 94 21 27 1319 406 2427 221 16201
internal_value=0 -101.563 -11786.3 -21922 -18219.1 452.106 4229.64 3458.26 4689.92 -1888.57 7208.44 14737.8 17337.3 -14857.8 87.6885 -91.4234 -7370.94 7053.41 26512.8 12149.9 167243 78422 164793 329825 445110 5073.69 45082.7 -8563.25 -18080.9 -3107.22
internal_weight=0 3.52606e+06 16866 12749 11611 792105 69691 67489 61217 16948 44269 13190 12125 1065 722414 704304 28234 18110 2487 1948 85 539 162 68 47 1863 544 6272 3845 20543
internal_count=4318164 3526059 16866 12749 11611 792105 69691 67489 61217 16948 44269 13190 12125 1065 722414 704304 28234 18110 2487 1948 85 539 162 68 47 1863 544 6272 3845 20543
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=3 0 5 2 3 2 1 0 5 0 0 1 1 0 1 1 0 5 0 5 1 4 1 1 0 1 5 1 0 1
split_gain=1.97097e+13 4.47803e+13 5.92854e+13 5.20752e+13 4.12398e+13 1.64741e+14 7.37153e+13 6.74772e+13 7.70624e+13 9.86459e+13 1.25492e+14 7.77346e+13 7.39075e+13 7.20388e+13 6.25332e+13 5.59823e+13 5.55873e+13 5.52733e+13 5.80345e+13 6.71942e+13 5.36055e+13 5.32669e+13 5.0238e+13 7.34604e+13 4.22463e+13 4.07991e+13 8.20464e+13 7.0816e+13 4.54092e+13 4.02034e+13
threshold=1.5000000000000002 51.717367500000009 128.92000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 37.971176850000006 57.692655200000004 101.05000000000001 54.99493995000001 55.212972300000011 37.457850350000008 20.507360500000004 55.708120100000009 60.08989780000001 37.971176850000006 44.732363600000006 62.995000000000012 55.924336300000007 128.92000000000004 44.083877800000003 1.5000000000000002 30.102666750000001 30.468306550000005 43.642715500000008 37.832345550000007 55.005000000000003 37.582182450000005 54.484631300000011 50.888703650000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 25 5 7 16 8 12 15 -11 -12 -2 -13 -15 -10 -7 -18 19 -19 24 -14 -20 -24 -17 26 -3 -28 -27 -4
right_child=4 2 29 -5 -6 6 -8 -9 9 10 11 13 21 14 -16 20 17 18 22 -21 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=1543.244102492125 94704.969230143237 -9749.2904433929998 -196490.25968750002 139730.05553385417 -32.132487851311005 38435.190719784005 -598.09181418675996 -4466.3489183255351 -65893.736014759692 227908.26412499999 222114.03317187499 -117013.2654369213 632.23282197952085 16588.548414003759 133357.77274553571 189829.5697916667 -9713.8163489142808 -67967.513405010512 -79733.804315257352 45511.112580818968 -15972.002860541523 8989.3760595293588 68957.670322738166 -23396.043974401597 42179.991888500692 -16611.081520751191 -55462.3079683744 -209208.01821428572 -584.96213069317321 -47585.020770078721
leaf_weight=9683 96 668 25 24 4205107 204 42266 5133 79 50 25 27 10238 133 70 21 4329 520 85 58 187 29903 124 282 251 2562 208 35 5705 66
leaf_count=9683 96 668 25 24 4205107 204 42266 5133 79 50 25 27 10238 133 70 21 4329 520 85 58 187 29903 124 282 251 2562 208 35 5705 66
internal_value=0 -3215.74 -8174.44 -7380.16 14.1938 2084.83 -2026.76 6343.66 7694.38 37617.4 83049.9 54646.3 7067.47 36443.3 56853.8 11861 -12805.8 -14742.3 -35105.5 -56580.4 25243.6 6857.88 -9825.47 4810.51 53579.4 -7764.85 -27849.6 -77606.8 -5551.57 -88493.1
internal_weight=0 18976 9293 9202 4.29919e+06 94081 47868 46213 41080 843 305 255 40237 230 203 538 5602 5398 1069 578 459 40141 491 406 272 9178 911 243 8267 91
internal_count=4318164 18976 9293 9202 4299188 94081 47868 46213 41080 843 305 255 40237 230 203 538 5602 5398 1069 578 459 40141 491 406 272 9178 911 243 8267 91
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=5 3 4 4 3 3 4 1 0 4 0 2 1 0 1 0 4 1 0 2 4 1 2 2 0 2 2 2 1 0
split_gain=1.94648e+13 3.25863e+13 9.92579e+13 8.90575e+13 8.67386e+13 1.35894e+14 1.05214e+14 7.8149e+13 1.86231e+14 1.05382e+14 8.86882e+13 6.11503e+13 6.09196e+13 5.77323e+13 1.61214e+14 1.03191e+14 8.32386e+13 6.97774e+13 6.85631e+13 9.14945e+13 6.0882e+13 1.36188e+14 5.69682e+13 5.28189e+13 6.02478e+13 5.11999e+13 4.93199e+13 6.51055e+13 9.95308e+13 7.24804e+13
threshold=225.45000000000002 13.500000000000002 2.5000000000000004 3.5000000000000004 9.5000000000000018 8.5000000000000018 4.5000000000000009 83.093115700000013 53.719078300000007 3.5000000000000004 55.645049100000001 5.5000000000000009 40.247294600000011 45.03656895000001 38.633372000000001 45.087005000000012 6.5000000000000009 38.959914000000005 43.642715500000008 1.5000000000000002 3.5000000000000004 65.551978750000004 1.5000000000000002 14.500000000000002 55.078308950000007 2.5000000000000004 24.500000000000004 16.500000000000004 38.969379750000009 45.03656895000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 23 5 7 -7 13 9 -9 -10 -6 -2 14 -4 17 18 -15 19 -16 21 -17 -14 24 -3 -11 27 28 29 -5
right_child=1 3 4 26 11 6 -8 8 10 25 -12 -13 22 15 16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.6734024873778779 5934.8644317363869 -131196.36664517596 190578.81284877233 -264908.88363095239 -29098.94529879386 -154489.48379088784 13711.901644736843 -117274.85146908968 -341455.21548913047 41104.657738095237 -106309.01765919813 92576.026437500012 3741.5692775560465 22434.168214285717 -187514.94941406252 -88820.108009238145 131477.703671875 212601.74702034888 -158741.54278645836 5848.8893667367793 18212.91117967902 153211.26217215401 67820.970929301388 18134.248360928625 -33837.8525896555 264668.57101562497 -143504.68718750001 74953.938386824317 16313.551013207207 -45386.671226415099
leaf_weight=4313902 464 103 28 21 57 107 57 23 23 21 53 150 184 35 32 137 20 43 75 104 921 28 564 88 166 20 20 148 517 53
leaf_count=4313902 464 103 28 21 57 107 57 23 23 21 53 150 184 35 32 137 20 43 75 104 921 28 564 88 166 20 20 148 517 53
internal_value=0 6754.67 11962.6 -7926.42 -2098.74 -9430.64 -96029.2 -344.163 -71632.9 54050.7 -177472 59071.3 34400.4 6669.48 -36031.1 16170.7 -63498.9 127270 -81980.1 -39648.5 8191.21 -47748.1 52058.1 -49116.2 -71116.4 150160 11447.5 15641 787.692 -107684
internal_weight=0 4262 3146 1116 1934 1727 164 1563 140 64 76 207 1212 1423 259 1164 231 78 211 136 1086 165 748 357 269 41 759 739 591 74
internal_count=4318164 4262 3146 1116 1934 1727 164 1563 140 64 76 207 1212 1423 259 1164 231 78 211 136 1086 165 748 357 269 41 759 739 591 74
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 0 3 3 3 1 3 6 5 5 5 3 0 5 0 5 3 5 2 0 5 3 0 0 3
split_gain=1.86611e+13 9.56486e+13 1.35314e+14 2.86912e+14 2.14685e+14 1.59006e+14 1.35983e+14 1.23033e+14 2.30547e+14 1.47428e+14 3.20788e+14 2.87476e+14 3.27311e+14 2.34439e+14 1.92349e+14 1.88157e+14 1.54132e+14 2.20136e+14 1.21514e+14 1.6421e+14 1.37013e+14 1.33197e+14 1.20952e+14 1.15074e+14 1.13699e+14 1.09322e+14 9.40178e+13 1.04407e+14 2.56032e+14 1.5773e+14
threshold=30.160599000000001 30.243224600000001 59.932719750000011 59.846652800000008 1.5000000000000002 59.820733200000006 60.693675950000006 5.5000000000000009 11.500000000000002 16.500000000000004 30.226173900000003 19.500000000000004 1.5000000000000002 41.995000000000012 52.020000000000003 101.05000000000001 20.500000000000004 60.035045000000004 39.995000000000012 59.853570100000006 86.810000000000016 24.500000000000004 114.05000000000001 9.5000000000000018 60.035045000000004 38.905000000000008 3.5000000000000004 60.063729500000008 60.693675950000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 5 -5 -2 7 24 -9 -10 11 12 14 -13 -11 25 17 -15 -6 22 -21 -22 -20 -19 -4 -12 -1 -28 29 -29
right_child=1 -3 6 4 18 -7 -8 8 9 10 15 13 -14 16 -16 -17 -18 23 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-13582.038979225083 -30502.616045056307 25.550114471798352 59951.857432101999 -63166.000011614458 441.30771577320405 12916.497760785673 -116142.32527238436 -22236.172173328785 11330.513715412533 -21525.678460532923 -2072.9894108048697 -594.30414649560942 8304.1033755568169 -14331.443791133996 -84080.386106841092 -151778.44059043142 24823.10267242472 50415.011108217594 -3591.0321334937189 -28680.571759423598 -64042.450543335515 -216208.42974668561 154153.10318945313 165822.06086425783 -4127.7399131137827 -32042.518805465414 1454.2397460379489 12848.673893179088 -13063.517130751354 62320.942834071495
leaf_weight=3857 1017 4195408 635 1133 2772 4942 102 4666 10303 1341 1890 4531 2645 165 776 113 3795 135 1746 3932 448 66 50 240 491 3419 63317 1300 1651 1278
leaf_count=3857 1017 4195408 635 1133 2772 4942 102 4666 10303 1341 1890 4531 2645 165 776 113 3795 135 1746 3932 448 66 50 240 491 3419 63317 1300 1651 1278
internal_value=0 -26.9555 -4316.53 -11910.3 -22138.4 5506.32 -846.604 -511.985 -1588.42 1693.78 -3518.15 4666.98 -15150.8 15311.2 -44455.5 -24091.2 31935.9 81923.4 -16981.6 -24718.9 -35027.6 -83581.3 800.508 124276 32009.5 -21373.4 1603.21 2470.31 17683 37373.7
internal_weight=0 4.24676e+06 51353 16106 10147 5959 35247 35145 34019 29353 19050 13628 4762 8866 2117 5422 4335 540 9014 6242 4446 514 1796 375 1126 5309 71403 67546 4229 2578
internal_count=4318164 4246761 51353 16106 10147 5959 35247 35145 34019 29353 19050 13628 4762 8866 2117 5422 4335 540 9014 6242 4446 514 1796 375 1126 5309 71403 67546 4229 2578
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=5 4 1 4 5 0 4 4 1 1 0 0 1 1 1 1 0 5 1 3 0 4 1 0 5 1 0 5 2 3
split_gain=1.86738e+13 1.85664e+14 9.37457e+13 8.33876e+13 7.83935e+13 1.01461e+14 7.93627e+13 6.07875e+13 5.71542e+13 6.57584e+13 1.2377e+14 8.23171e+13 5.68818e+13 5.62558e+13 5.05516e+13 4.9488e+13 4.41427e+13 4.27659e+13 4.27495e+13 5.93913e+13 4.38836e+13 4.25907e+13 7.29433e+13 1.00417e+14 8.59723e+13 7.87057e+13 2.57992e+14 2.38129e+14 1.61897e+14 1.75598e+14
threshold=16.850000000000005 1.0000000180025095e-35 40.247294600000011 3.5000000000000004 13.050000000000002 44.678200800000006 1.5000000000000002 1.5000000000000002 37.752451500000006 37.362912300000012 55.455204450000004 55.899899800000007 30.451272450000005 37.752451500000006 37.559851850000008 37.642309100000013 55.806974650000008 13.050000000000002 30.160599000000001 6.5000000000000009 59.963407450000012 1.0000000180025095e-35 37.39371280000001 44.580511600000001 42.895000000000003 37.642309100000013 55.885524800000006 62.015000000000008 2.5000000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 7 -7 -3 9 12 -11 14 18 17 16 -16 -12 -1 -8 -20 -21 22 23 24 -2 26 27 28 -24 -30
right_child=21 2 -4 -5 -6 6 8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-31171.91023176755 -7886.6214367378052 24376.378358381888 -989.49863101919982 101351.36946364184 -8872.9291188849784 37331.36446603018 -56975.556613991481 117354.93212020698 -11901.429407580581 -66893.681295711431 306346.95627441409 -10383.160578547298 -26779.026679461036 -3617.6520782741495 4328.5393049568966 187524.66974609377 122337.53913352273 -13126.290374713721 216623.76149553573 -57616.858140625001 138470.83928571429 -61.01153537087837 3101.5256415347785 -3684.0616730402189 185767.65680213342 1519.3511478211785 -30132.750706310206 -70016.140503758434 47314.059687875131 11920.148973420111
leaf_weight=1926 41 118 6999 117 976 1154 22 174 971 47 32 37 221 4029 29 30 22 4128 28 25 21 4062868 3944 29084 52 193754 1395 313 2792 2815
leaf_count=1926 41 118 6999 117 976 1154 22 174 971 47 32 37 221 4029 29 30 22 4128 28 25 21 4062868 3944 29084 52 193754 1395 313 2792 2815
internal_value=0 -2967.22 6003.07 18165.3 15674.2 23848.2 17659.4 79781.4 2372.14 29336.4 74708.7 119077 1139.76 -12773.8 161467 97479.1 231380 -18867.3 65411.1 101796 31901.4 14.5742 1325.88 -3352.32 100393 1991.67 10119.7 15812.4 18625.1 29544.5
internal_weight=0 21106 11023 4024 3907 2931 2639 292 1485 514 197 150 317 10083 113 59 54 6054 96 74 46 4.29706e+06 234190 29177 93 205013 11259 9864 9551 5607
internal_count=4318164 21106 11023 4024 3907 2931 2639 292 1485 514 197 150 317 10083 113 59 54 6054 96 74 46 4297058 234190 29177 93 205013 11259 9864 9551 5607
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 5 0 0 1 3 1 1 0 1 0 4 3 3 5 1 1 0 4 5 0 1 5 1 3 0
split_gain=1.84576e+13 1.47446e+14 2.13551e+14 1.61968e+14 1.27308e+14 1.15333e+14 1.04158e+14 4.91534e+14 2.47111e+14 2.26523e+14 2.40521e+14 1.93649e+14 1.59622e+14 5.64125e+14 3.31485e+14 2.68429e+14 1.78082e+14 1.23729e+14 1.13277e+14 8.99813e+13 8.97333e+13 8.58758e+13 8.4541e+13 9.34806e+13 8.29385e+13 7.93346e+13 7.75091e+13 7.70682e+13 7.63364e+13 1.25078e+14
threshold=26.500000000000004 59.863160500000006 60.052595500000002 59.853570100000006 55.990000000000002 88.015000000000015 55.834684950000003 55.842510000000011 37.620907050000007 27.500000000000004 60.695889550000011 37.642309100000013 55.806974650000008 37.542000650000013 55.812836050000008 1.5000000000000002 34.500000000000007 28.500000000000004 33.805000000000007 65.480823400000006 37.362912300000012 55.820531900000013 3.5000000000000004 125.85000000000001 55.826364100000013 56.022377500000012 67.00500000000001 37.767735350000002 29.500000000000004 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 -3 -5 12 8 17 10 -9 -10 22 14 15 18 21 -8 -14 -12 -16 -15 23 -2 -22 -25 -19 -18 29 -11
right_child=1 2 -4 5 -6 -7 7 9 11 28 19 -13 13 16 20 -17 27 26 -20 -21 24 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=22.396045860013913 -1469.2223740557081 -20221.714615737976 9559.9987612135137 66191.730951845966 -63081.060149091056 307566.51106770837 238250.03490668407 24534.507118959624 303551.08226351353 -31995.405571833908 268446.65128837724 -18362.694062499999 -6111.2013776885797 37429.84004377151 37087.540322417422 -199988.95302910084 -15932.273142161052 33285.396690691028 -108789.67258459512 21917.067089843753 -108376.69102161874 -96308.892378906254 54782.324349034825 -50346.002437420284 -13123.80783189638 -256716.2086956522 101455.34488813768 -104973.15667740395 -1123.8842497054745 129128.64334374999
leaf_weight=4268080 25487 2263 1800 113 999 24 36 2148 74 1323 57 25 161 1208 193 264 600 710 323 20 139 50 266 98 267 23 218 116 11029 50
leaf_count=4268080 25487 2263 1800 113 999 24 36 2148 74 1323 57 25 161 1208 193 264 600 710 323 20 139 50 266 98 267 23 218 116 11029 50
internal_value=0 -1908.56 -18090 -89.2095 -33347.6 108476 -420.578 6150.52 71806.8 1379.03 30759.5 222260 -3952.03 -24591.1 -74484.5 -118877 9454.69 56355.7 -74634.2 204413 -19049.3 32114.3 -1302.94 -1885.52 -45735 -89573.4 49299.5 -30357.9 -3892.02 -26127.8
internal_weight=0 50084 5062 45022 3262 137 44885 15690 1063 14627 2225 99 29195 3321 1347 748 1974 964 484 77 599 1258 25874 25608 406 121 928 716 12402 1373
internal_count=4318164 50084 5062 45022 3262 137 44885 15690 1063 14627 2225 99 29195 3321 1347 748 1974 964 484 77 599 1258 25874 25608 406 121 928 716 12402 1373
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=5 4 0 1 5 5 1 1 5 3 1 0 2 5 1 0 1 3 1 0 5 5 5 5 0 3 2 0 1 5
split_gain=1.84393e+13 3.99497e+13 4.78895e+13 1.08647e+14 4.53891e+13 7.06985e+13 1.00473e+14 8.4741e+13 1.17169e+14 7.7085e+13 8.66839e+13 1.13504e+14 9.49634e+13 7.24535e+13 8.98221e+13 7.22344e+13 1.03193e+14 8.73089e+13 9.77157e+13 7.75733e+13 7.26718e+13 6.93975e+13 6.76466e+13 1.39547e+14 1.37539e+14 6.73111e+13 6.49456e+13 6.31712e+13 8.19962e+13 1.13396e+14
threshold=29.050000000000004 1.0000000180025095e-35 44.580511600000001 38.096381250000007 39.505000000000003 59.245000000000012 38.096381250000007 82.933113850000026 92.035000000000011 25.500000000000004 30.315880100000005 55.719391050000006 3.5000000000000004 84.030000000000015 83.761389800000003 55.020029900000004 82.926290250000008 8.5000000000000018 43.94115175000001 45.063245200000004 177.02500000000003 128.92000000000004 92.035000000000011 225.45000000000002 59.755965500000009 12.500000000000002 4.5000000000000009 55.061033200000004 82.888608650000023 61.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 25 9 8 27 10 12 -12 -7 -9 -15 19 17 -17 -19 -10 -20 -21 -13 24 26 -6 -24 28 -8 -30
right_child=1 -3 4 -5 5 6 7 13 15 -11 11 22 -14 14 -16 16 -18 18 20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-872.55852722084751 83650.488318227581 -10.560538783826033 176.6542978247081 8820.5150228803686 11186.108888432767 -55264.218075284094 -4467.4224592607097 1075.5947536706876 156933.14974539619 152287.76859019886 5921.3747200012212 -58624.576725116058 122652.79605823866 -21478.927108977754 62783.006899083652 121525.22945462741 251449.18158805603 -174710.14081143469 28863.845599225886 14076.49525867372 227997.54708984375 -134205.62105654762 34090.137500000004 69302.133309659097 -369127.17960464017 942.00983678067155 -220754.16343750001 -10854.5985210625 -27053.65641401934 63338.63791032038
leaf_weight=229327 206 3945866 95554 3339 16598 55 728 9762 28 22 256 451 66 2592 133 156 31 22 219 127 20 42 20 22 33 10454 20 1239 181 595
leaf_count=229327 206 3945866 95554 3339 16598 55 728 9762 28 22 256 451 66 2592 133 156 31 22 219 127 20 42 20 22 33 10454 20 1239 181 595
internal_value=0 48.9384 1691.05 13168.9 1399.22 4062 -1028.94 856.752 14883.2 -32706.6 -37116 -49019.5 41781.4 -2948.93 -17366.3 53233.5 75424.9 62339.2 26963.6 2767.55 45527.8 -22774.7 -74779.3 -151472 -218007 7227.37 -93332 5865.35 19639.3 42254.9
internal_weight=0 4.08884e+06 142971 3545 139426 43872 16820 15875 3388 945 923 802 121 12487 2725 645 448 417 261 197 239 169 546 95 73 27052 40 2743 1504 776
internal_count=4318164 4088837 142971 3545 139426 43872 16820 15875 3388 945 923 802 121 12487 2725 645 448 417 261 197 239 169 546 95 73 27052 40 2743 1504 776
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 6 1 1 1 3 3 4 5 4 2 5 0 1 1 1 0 1 1 1 1 1 5 3 6 1
split_gain=1.85902e+13 2.30436e+14 7.36713e+14 5.46532e+14 6.51737e+14 6.10187e+14 5.19669e+14 4.35388e+14 1.09248e+15 7.09132e+14 6.56461e+14 2.99123e+14 3.40847e+14 3.07522e+14 2.9681e+14 2.44729e+14 1.74794e+14 3.77937e+14 5.36431e+14 8.68129e+14 6.7515e+14 3.73414e+14 6.09569e+14 4.46244e+14 6.55724e+14 7.82894e+14 4.15198e+14 4.92549e+14 4.08129e+14 7.7095e+14
threshold=55.842510000000011 55.851332700000007 37.39371280000001 15.500000000000002 13.500000000000002 1.5000000000000002 37.214886200000009 37.692869000000009 37.944765900000007 22.500000000000004 26.500000000000004 2.5000000000000004 65.905000000000015 1.5000000000000002 17.500000000000004 49.010000000000012 55.801980100000009 37.275078000000001 37.417247200000006 37.436176200000013 55.806974650000008 37.487839250000007 37.516458750000005 48.712293450000011 37.832345550000007 37.620907050000007 66.990000000000023 24.500000000000004 1.5000000000000002 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 6 4 -4 -6 -2 9 -9 11 -11 12 13 -5 15 -8 -1 -18 20 -20 -19 -21 -23 24 25 28 -27 -28 29 -24
right_child=1 -3 3 7 5 -7 14 8 -10 10 -12 -13 -14 -15 -16 -17 17 18 19 21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=2.3224852252120134 -942.49313854272827 161.46843365450701 13058.323826083741 4428.4579624074677 174386.87704886266 -5036.7398950033639 39256.82214461617 -253053.64932321949 -20984.948547504777 171934.8610965324 17184.455343194946 -78386.386634120136 102334.98541524251 -65605.897700343208 291867.11225103022 144197.81859385443 17710.526284875847 44413.334621284965 84780.224978303537 -43165.20686973149 -36275.523790322615 42800.819971494151 163650.43854427084 2915.5993339208767 -27152.818239713321 4690.9192853126669 80826.010516790775 -14001.956511113927 -8587.8885429115981 -69191.761365339713
leaf_weight=2828192 552 1373809 7267 1656 509 302 368 258 949 358 1170 879 240 1009 91 561 7266 1167 1105 2418 9308 2771 150 37001 17014 12226 1662 817 4354 2735
leaf_count=2828192 552 1373809 7267 1656 509 302 368 258 949 358 1170 879 240 1009 91 561 7266 1167 1105 2418 9308 2771 150 37001 17014 12226 1662 817 4354 2735
internal_value=0 301.153 12169.6 5164.66 22547.2 107573 77214.5 -16374.9 -70590.4 -4056.02 53441.4 -27273.8 -11808.1 -22087.4 119511 102628 -142.954 -4251.9 -5972.84 -3258.57 -27286.1 -4457.41 -3268.59 -4949.21 -12418.9 -995.222 12257.4 49573.7 -27916 -57085.6
internal_weight=0 1.38998e+06 16169 14597 8078 811 1572 6519 1207 5312 1528 3784 2905 2665 1020 929 2.92819e+06 99994 92728 82253 10475 81148 78730 75959 38958 21944 14705 2479 7239 2885
internal_count=4318164 1389978 16169 14597 8078 811 1572 6519 1207 5312 1528 3784 2905 2665 1020 929 2928186 99994 92728 82253 10475 81148 78730 75959 38958 21944 14705 2479 7239 2885
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=2 1 0 3 0 0 6 5 5 0 0 1 1 1 4 1 5 5 5 2 5 5 2 5 4 4 5 1 5 5
split_gain=1.88469e+13 4.4676e+13 8.28203e+13 3.76883e+13 5.52288e+13 1.23095e+14 8.37037e+13 6.54362e+13 6.41147e+13 4.40269e+13 4.55273e+13 8.98734e+13 4.2352e+13 1.5742e+14 5.55824e+13 4.48544e+13 5.16462e+13 3.82026e+13 4.39358e+13 7.30356e+13 3.57639e+13 3.80937e+13 3.55122e+13 3.59627e+13 3.34807e+13 3.34687e+13 3.04978e+13 6.45295e+13 3.3725e+13 4.16839e+13
threshold=25.500000000000004 82.958618050000013 55.039751500000008 32.500000000000007 55.695992150000002 55.727011600000004 1.5000000000000002 74.610000000000014 36.005000000000003 55.745923000000012 55.74310830000001 37.712318250000003 37.620907050000007 37.503486000000002 2.5000000000000004 37.777459000000007 42.405000000000008 71.00500000000001 72.010000000000005 10.500000000000002 58.995000000000012 65.045000000000016 14.500000000000002 61.405000000000008 1.5000000000000002 1.5000000000000002 69.015000000000015 37.737121850000008 67.990000000000023 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 7 8 -6 10 11 24 13 22 15 16 -14 26 19 -19 -18 -22 23 -10 -7 -12 28 -28 -11 -30
right_child=1 2 -4 4 5 9 -8 -9 12 17 25 -13 14 -15 -16 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=6.8948822913307701 3766.6465867566449 -20969.958123637356 176462.71882440476 5223.0795169847806 19139.69990021185 -17721.322529039884 98096.166572473419 13974.187144477248 -122223.68697610295 -1917.7710998377374 29265.01655412947 59357.367173602775 -67034.654400017564 -175654.70914989407 -102988.81550641742 -52367.879283124552 53285.907607619825 349.63848470052085 -16036.432774238723 -258396.06960937503 -106395.39474826391 19885.553125000002 -12376.893251078398 -35619.769176136368 -156550.00253906249 162402.49530297259 138063.61835937502 -35604.275786132814 -158218.66924458166 1017.3916517857142
leaf_weight=4294615 9604 43 42 3711 141 38 47 217 85 6286 35 130 89 118 112 348 148 24 1682 20 36 71 187 110 32 41 46 40 31 35
leaf_count=4294615 9604 43 42 3711 141 38 47 217 85 6286 35 130 89 118 112 348 148 24 1682 20 36 71 187 110 32 41 46 40 31 35
internal_value=0 4405.47 76585 -9.90713 -5216.12 -9033.24 -33507.4 -37229.1 -44918.4 -4077.5 35203.7 10167.2 -51845 -74697.8 -37633 -27055.1 -1448.05 -5405.48 -18616.9 -117262 21443 -22601.5 -43512.2 -73370.2 -81185.9 101089 -1863.55 57287.9 -2664.4 -73775.3
internal_weight=0 9689 85 4.30848e+06 13860 10149 1709 1662 1445 8440 276 200 1304 500 804 692 344 8164 1726 44 255 107 382 195 70 76 6438 86 6352 66
internal_count=4318164 9689 85 4308475 13860 10149 1709 1662 1445 8440 276 200 1304 500 804 692 344 8164 1726 44 255 107 382 195 70 76 6438 86 6352 66
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 5 5 0 0 3 1 1 0 0 1 1 0 0 0 0 1 5 1 0 3 3 3 0 0 1
split_gain=1.80656e+13 9.50095e+14 4.87583e+14 5.39366e+14 5.73431e+14 4.4235e+14 3.83737e+14 3.56789e+14 3.53144e+14 4.20894e+14 4.59711e+14 3.08158e+14 2.53009e+14 4.01908e+14 2.40474e+14 2.40071e+14 2.25516e+14 3.64151e+14 6.85501e+14 3.62671e+14 3.24551e+14 2.23823e+14 2.3063e+14 2.28789e+14 1.95985e+14 1.8737e+14 1.86317e+14 1.55353e+14 1.5487e+14 4.15531e+14
threshold=57.550671000000001 60.479177250000006 55.912026600000011 53.516665650000007 54.762542150000009 55.005000000000003 78.710000000000022 59.609407350000005 54.648549400000007 21.500000000000004 56.135466100000009 53.664171200000006 57.945214300000011 54.811549550000009 56.135466100000009 56.135466100000009 56.367862600000002 57.057093650000006 57.641335050000002 54.194619400000008 60.08989780000001 70.50500000000001 54.845880150000006 58.242297500000006 10.500000000000002 8.5000000000000018 5.5000000000000009 56.758269450000007 63.563300600000012 39.753614400000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 11 -4 5 -5 16 12 -7 10 -10 28 13 15 24 -6 19 20 -19 26 -18 22 23 -13 -14 -16 -2 -22 -1 -30
right_child=1 -3 3 4 7 8 -8 -9 9 -11 -12 21 14 -15 25 -17 17 18 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.37232573228554716 3776.7131927771352 182.57381247653686 -24144.964992107914 11383.383805149175 15749.295202647174 -12817.984628664468 -53661.549821792127 -38074.871045395375 60252.570983085578 7508.4634505368203 -111232.31656494141 -21599.099130798997 2884.7707323073464 -21546.509189745393 25188.479413133144 -38055.742672522167 -11985.528278159851 -54371.388386714018 -6041.1583748908679 -37928.791003653263 -4034.4568263411647 -35588.276433666906 2236.0684909084721 7866.9780999302939 -38119.700334374116 7827.3196495140655 -24726.739391379357 29553.948900594434 -25779.393668307352 33069.81670660789
leaf_weight=2680793 5428 1464679 5021 17533 7589 1242 2313 1998 6809 2367 160 12457 4330 7800 9731 931 5452 3687 14384 7341 1882 3032 14075 3342 1595 17212 3971 5132 1680 4198
leaf_count=2680793 5428 1464679 5021 17533 7589 1242 2313 1998 6809 2367 160 12457 4330 7800 9731 931 5452 3687 14384 7341 1882 3032 14075 3342 1595 17212 3971 5132 1680 4198
internal_value=0 -278.327 150.313 7639.49 9652.05 21127 -13891.4 3350.1 37276.9 43941.2 56315.5 -81.8817 5032.77 -5145.3 10086.5 9869.89 -11945.7 -6832.05 -15901.9 -21273.9 6315.81 -9700.34 -7072.9 -15366.1 -8153.56 14097.6 -8265.76 20541.5 35.924 16250
internal_weight=0 1.51427e+06 2.8039e+06 84318 79297 28111 49590 51186 10578 9336 6969 2.71958e+06 49188 16320 32868 8520 47277 30537 18071 16740 12466 32906 29874 15799 5925 26943 9399 7014 2.68667e+06 5878
internal_count=4318164 1514269 2803895 84318 79297 28111 49590 51186 10578 9336 6969 2719577 49188 16320 32868 8520 47277 30537 18071 16740 12466 32906 29874 15799 5925 26943 9399 7014 2686671 5878
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=3 3 2 3 5 1 1 5 0 4 6 0 1 5 1 1 5 3 2 1 1 1 0 1 0 0 1 0 1 0
split_gain=1.9407e+13 1.16205e+14 1.30655e+14 1.20134e+14 1.11772e+14 2.20392e+14 1.81656e+14 1.5536e+14 1.54309e+14 1.48267e+14 1.80913e+14 1.91475e+14 3.40044e+14 2.63375e+14 1.42318e+14 2.25822e+14 1.26059e+14 2.25312e+14 1.45428e+14 1.2593e+14 1.22675e+14 4.3913e+14 3.54771e+14 2.38769e+14 2.28999e+14 3.39972e+14 2.36797e+14 2.21377e+14 3.69388e+14 2.24151e+14
threshold=10.500000000000002 12.500000000000002 13.500000000000002 13.500000000000002 91.050000000000011 82.91993380000001 82.897133550000021 150.04500000000004 55.034903650000011 1.5000000000000002 1.5000000000000002 44.226894250000008 42.09605220000001 51.815000000000005 82.945329900000004 82.933113850000026 118.33500000000002 11.500000000000002 4.5000000000000009 37.342273500000012 30.323743050000001 30.434657650000002 59.755965500000009 30.502469200000004 59.990816400000007 59.982527000000012 30.259484550000003 59.990816400000007 30.388336800000001 59.882016200000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 9 6 16 8 -8 -2 20 12 13 -12 15 -7 18 -18 19 -6 24 22 -22 -23 25 -11 -26 28 29 -24
right_child=1 3 -4 -5 5 14 7 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=165.05180772506941 -152.7894173331232 5111.3913391721153 -131329.0635433149 -146.61950099085752 -41954.03887655049 27706.64764847637 -50989.263172325722 -182316.90674999999 81431.024429086538 -18638.41730002089 -2277.298856950792 -7856.4532232628108 10789.790845188561 -77976.069552580841 24854.492864338285 186919.55062500003 -46400.538232918436 10578.293533011871 20995.049585368561 6378.84373447287 -141288.70507075472 -86888.63999562645 88357.338057032175 -390.85729511299274 58384.506326695933 -150925.89381498622 -36945.96710987424 -8233.9289759245039 138156.62164012526 16291.890118067351
leaf_weight=2688514 73019 44829 79 1416042 764 201 572 75 104 3159 653 56217 1189 1552 983 160 1180 1685 5353 1831 106 326 636 15144 744 207 401 627 469 1343
leaf_count=2688514 73019 44829 79 1416042 764 201 572 75 104 3159 653 56217 1189 1552 983 160 1180 1685 5353 1831 106 326 636 15144 744 207 401 627 469 1343
internal_value=0 -272.294 -2756.64 14.7304 -2696.43 6245.92 1791.27 -45766.7 -30616.9 -3437.34 -6334.85 -9249.02 -32314.9 -55558.2 44574.5 98271.9 5094.34 -12889.4 11576.9 -7850.95 1165.22 4744.34 38582.7 -2213.63 -13632.8 -26773.7 24998 44783.1 58362.2 39451.9
internal_weight=0 1.62965e+06 168779 1.46087e+06 168700 12908 11564 751 676 155792 82773 59611 3394 2205 1344 361 10813 2865 7948 2595 23162 18651 3181 15470 4511 3366 1145 3075 2448 1979
internal_count=4318164 1629650 168779 1460871 168700 12908 11564 751 676 155792 82773 59611 3394 2205 1344 361 10813 2865 7948 2595 23162 18651 3181 15470 4511 3366 1145 3075 2448 1979
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 1 5 0 1 1 6 1 3 3 3 3 3 3 3 5 1 5 3 3 2 3 3 3 6
split_gain=1.86372e+13 3.81551e+14 4.39727e+14 7.14411e+14 4.05545e+14 4.1803e+14 5.03416e+14 2.68977e+14 2.28491e+14 6.55585e+14 6.92161e+14 1.45385e+15 6.30412e+14 4.92162e+14 4.43287e+14 5.13563e+14 3.31462e+14 5.17235e+14 5.65511e+14 3.34267e+14 3.68872e+14 3.17374e+14 2.60131e+14 2.40578e+14 2.3164e+14 2.2086e+14 2.14147e+14 8.73489e+14 5.44884e+14 1.96117e+15
threshold=55.734663800000007 55.751981950000008 37.889331900000009 37.098288800000006 37.832345550000007 116.06000000000002 37.542000650000013 32.910000000000004 55.755036050000008 37.642309100000013 37.615058950000012 1.5000000000000002 37.692869000000009 5.5000000000000009 9.5000000000000018 11.500000000000002 15.500000000000002 23.500000000000004 25.500000000000004 13.500000000000002 51.815000000000005 37.620907050000007 43.810000000000009 21.500000000000004 12.500000000000002 7.5000000000000009 15.500000000000002 12.500000000000002 17.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 26 -7 -6 9 10 -3 14 23 -13 22 -16 19 -18 25 24 -21 -15 -12 -11 -17 -19 27 -5 29 -28
right_child=1 8 -4 4 7 6 -8 -9 -10 12 11 13 -14 21 15 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-165.10421632174146 -45855.000068661349 51290.217780309613 2147.9223649390146 20870.805415076167 -252.27392077636719 106381.68058035715 -536513.00646551733 92527.064587633155 114.48750892169306 190308.32976845189 -26827.242014853244 -222986.86969200612 1799.5302797244906 -81290.883207181381 136282.92767348813 -38484.292178955082 40230.987516659916 -19709.205211129218 22181.093009701777 -39639.431817897981 -172539.72997046783 -293091.93873521959 -141598.97735256108 58524.720217160677 120584.81819350785 -120673.16781334656 -424700.75585472473 118926.21994930028 23640.0956070508 -7134.6165077267715
leaf_weight=2646600 1431 945 33712 6580 400 21 29 1428 1604039 228 391 337 6936 1610 247 240 1908 326 933 563 332 74 399 353 148 646 126 1054 5080 1048
leaf_count=2646600 1431 945 33712 6580 400 21 29 1428 1604039 228 391 337 6936 1610 247 240 1908 326 933 563 332 74 399 353 148 646 126 1054 5080 1048
internal_value=0 261.411 8785.79 21798.3 27938.8 22130.5 -266497 72225.2 -6.36209 -11672.7 -29726.8 -39116.2 10181.1 -112674 -14876.9 -4539.09 -11364.6 3429.22 -33430.5 -55331.2 -88938.8 -90598.1 -84794.2 110240 22191.6 -86810.8 23169.7 34409 9450.32 -51950.1
internal_weight=0 1.67156e+06 50909 17197 15766 13938 50 1828 1.62066e+06 16616 9099 8154 7517 2021 6133 5343 5096 3813 1905 1283 895 1684 790 581 388 972 13888 7634 6254 1174
internal_count=4318164 1671564 50909 17197 15766 13938 50 1828 1620655 16616 9099 8154 7517 2021 6133 5343 5096 3813 1905 1283 895 1684 790 581 388 972 13888 7634 6254 1174
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 1 0 3 1 3 3 5 0 1 0 1 1 3 5 6 0 3 4 0 5 3 0 0 0 3
split_gain=1.80835e+13 6.03038e+13 4.44736e+14 5.78446e+14 4.42646e+14 4.17148e+14 3.59429e+14 2.79538e+14 1.76829e+14 1.57648e+14 1.71366e+14 2.10002e+14 1.52525e+14 2.29617e+14 1.89348e+14 1.52415e+14 1.48572e+14 2.63087e+14 1.86613e+14 1.31859e+14 1.36264e+14 1.27853e+14 1.14867e+14 1.09898e+14 1.06715e+14 1.0845e+14 1.05605e+14 1.40759e+14 2.16936e+14 2.28027e+14
threshold=100.05000000000001 49.177301950000007 49.964253350000007 50.158868250000005 49.073956850000009 52.307266200000008 53.145783300000012 5.5000000000000009 47.554129950000011 14.500000000000002 24.500000000000004 161.85000000000002 54.708501450000007 83.691301500000009 54.736324100000012 55.957851400000003 50.227799100000006 3.5000000000000004 150.04500000000004 1.5000000000000002 55.795550600000006 3.5000000000000004 2.5000000000000004 55.820531900000013 123.15000000000002 9.5000000000000018 58.242297500000006 55.793358600000012 55.784980300000008 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 26 6 8 16 -4 21 -2 19 11 -11 13 -7 15 -14 17 -5 -18 -9 -21 -6 -20 24 25 -22 27 28 -3 -30
right_child=1 2 3 5 7 12 -8 9 -10 10 -12 -13 14 -15 -16 -17 18 -19 22 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=34.4220082579264 -101.59117144091984 -65116.329593474955 -188090.82712402346 291238.20060096157 269137.09275265958 -57814.073822347906 93326.794566669443 102917.2278225249 -29760.858467278795 51808.83489204057 -102693.07692727481 267697.3118351064 109026.83315296442 -4793.885497180836 -1002.7194910859095 3990.1742274628255 -61743.726729219459 -33515.501070090191 -1138.8654854910715 -44202.946221526945 -48193.561750793458 94426.846381392053 -225222.54554375002 -19764.67352309512 137846.03252620698 160816.3568014706 93306.441631944443 -120700.3370000061 172405.88321220933 -49160.77613706683
leaf_weight=4199349 67361 948 48 26 47 1178 833 113 2072 1090 68 47 284 2664 38321 269 666 615 28 569 92 385 125 251 128 34 45 321 86 101
leaf_count=4199349 67361 948 48 26 47 1178 833 113 2072 1090 68 47 284 2664 38321 269 666 615 28 569 92 385 125 251 128 34 45 321 86 101
internal_value=0 -1216.6 -4023.19 -2239.32 591.801 -3839.41 77994.2 39401.4 -986.675 26030.8 51510.6 60733 -2042.89 -21050.5 -164.332 57933.1 -56401.3 -20343 -84622.7 164.682 -10646.3 113435 -184214 27163 73536.4 8205.94 -57571.4 -62234.5 -45699.2 52736.2
internal_weight=0 118815 46558 45057 72257 44176 881 2824 69433 2392 1205 1137 42716 3842 38874 553 1460 641 819 1187 1074 432 153 505 254 126 1501 1456 1135 187
internal_count=4318164 118815 46558 45057 72257 44176 881 2824 69433 2392 1205 1137 42716 3842 38874 553 1460 641 819 1187 1074 432 153 505 254 126 1501 1456 1135 187
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 1 0 5 0 4 1 0 1 3 2 0 3 4 1 2 4 2 3 4 3 2 3 0 0 5
split_gain=1.89079e+13 3.61838e+13 4.77967e+13 5.97655e+13 8.49216e+13 8.32486e+13 2.1576e+14 1.66424e+14 1.48476e+14 8.77493e+13 8.13675e+13 7.67674e+13 1.57087e+14 7.23062e+13 8.05653e+13 6.9985e+13 1.09485e+14 8.98142e+13 6.93945e+13 7.11719e+13 6.36761e+13 5.27297e+13 5.16542e+13 4.78648e+13 7.7175e+13 1.50462e+14 1.02324e+14 9.64597e+13 9.48904e+13 1.30338e+14
threshold=177.02500000000003 20.507360500000004 30.243224600000001 37.436176200000013 33.101335500000005 37.777459000000007 55.975961550000008 225.45000000000002 55.628356700000005 3.5000000000000004 37.792847950000002 59.963407450000012 30.332994000000003 4.5000000000000009 9.5000000000000018 50.565831500000009 11.500000000000002 3.5000000000000004 36.585378200000001 6.5000000000000009 1.5000000000000002 2.5000000000000004 5.5000000000000009 2.5000000000000004 11.500000000000002 1.5000000000000002 8.5000000000000018 55.751981950000008 44.226894250000008 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 11 6 7 8 22 20 -7 21 13 -13 -15 16 -6 -17 19 -19 -9 -4 -5 -12 25 26 28 -28 29 -25
right_child=1 2 3 5 15 10 -8 9 -10 -11 23 12 -14 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-9.3116843643016711 75293.587065972228 -49192.617669048894 -48798.923796452706 -183530.7578125 51821.417220510571 187968.63704427084 241234.37265625002 -60772.696014539935 -382368.3115234375 -197409.69255952383 20403.420299647667 188557.32373511908 -191878.53278132848 -162806.39186197918 99104.375815217398 16085.03536155881 -184759.66614583333 109228.89123263891 83110.619246419286 314195.13671875 99625.952756347659 47707.986964308875 2548.0435584435099 85539.758735795462 16959.26015481793 -15733.666791295444 -263469.25343749998 10436.289518229169 76114.748559265907 -155202.35301036006
leaf_weight=4309630 72 165 74 35 71 24 22 45 28 21 1362 21 56 24 23 127 27 36 144 32 55 241 26 44 1773 3483 20 36 401 46
leaf_count=4309630 72 165 74 35 71 24 22 45 28 21 1362 21 56 24 23 127 27 36 144 32 55 241 26 44 1773 3483 20 36 401 46
internal_value=0 4702.35 4101.72 5161.57 29864.2 2245.58 -56713.1 -87926.6 -191726 -11578.1 4148.27 -1200.32 -67850.4 34290.5 -34637.3 61071 -13359.1 82587.6 122426 205684 27446.6 25036.5 -104218 3532.54 -427.161 -8076.32 40681.5 -87387.1 55288.1 -37506.2
internal_weight=0 8534 8462 8297 876 7421 232 210 89 121 7189 439 124 68 47 437 98 339 212 68 100 315 61 7165 5803 4030 547 56 491 90
internal_count=4318164 8534 8462 8297 876 7421 232 210 89 121 7189 439 124 68 47 437 98 339 212 68 100 315 61 7165 5803 4030 547 56 491 90
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=0 1 1 1 5 5 5 5 2 3 2 5 5 3 5 5 3 5 4 1 5 3 5 5 5 1 1 0 3 1
split_gain=1.83563e+13 3.18464e+14 1.76544e+14 4.54385e+14 2.55205e+14 1.69025e+14 4.40961e+14 1.73287e+14 2.75236e+14 1.59199e+14 1.57945e+14 1.87502e+14 2.2942e+14 1.77216e+14 1.78479e+14 1.5239e+14 2.18978e+14 1.52239e+14 1.41937e+14 2.25442e+14 1.37158e+14 1.33447e+14 1.63818e+14 1.42393e+14 1.32104e+14 1.31641e+14 1.44556e+14 2.20912e+14 1.77122e+14 2.4103e+14
threshold=43.592450450000008 39.718803500000007 39.739656000000004 39.726951800000002 47.005000000000003 104.75000000000001 105.35000000000001 99.555000000000021 3.5000000000000004 4.5000000000000009 11.500000000000002 62.995000000000012 54.990000000000002 3.5000000000000004 51.405000000000008 50.805000000000007 3.5000000000000004 114.05000000000001 3.5000000000000004 39.787929450000007 71.715000000000018 12.500000000000002 89.00500000000001 87.395000000000024 64.805000000000021 39.753614400000011 39.767857750000005 43.514103700000014 13.500000000000002 39.899261850000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 10 -9 15 13 12 -12 14 -6 -5 -17 -8 25 -20 24 -11 23 -23 -18 -4 -27 -28 -29 -30
right_child=-2 2 18 9 5 6 17 8 -10 21 11 -13 -14 -15 -16 16 20 -19 19 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=159721.89364677004 -28.48310861244255 -20531.277566595007 -25496.312928122534 56521.148740784556 -106388.74046474361 -345071.49113372096 100910.9424210696 342737.25954367896 21755.196869255517 17946.826751411929 28420.745281982425 20618.420080566408 280388.58763648343 5188.321509061996 125260.11967038855 53648.193895850251 250936.07052801727 -44193.272608109597 133304.34683665645 13108.151923243135 140142.22004523026 71340.686259738199 -54359.42193509615 308756.94795673079 575898.68995028408 27207.959753823852 -289.02406780772048 -40000.688841231226 -9303.1411094224932 174579.88476347871
leaf_weight=127 4237296 3295 2225 284 39 43 97 44 68 1541 64 192 83 2513 226 77 29 284 163 3658 38 890 104 26 22 1797 60184 2335 329 91
leaf_count=127 4237296 3295 2225 284 39 43 97 44 68 1541 64 192 83 2513 226 77 29 284 163 3658 38 890 104 26 22 1797 60184 2335 329 91
internal_value=0 1492.45 1243.56 13709.7 -351.695 17850.3 -41510.9 25645 147855 46157 21253.7 85693 170688 13390.2 91168.4 101012 177128 -7250.73 -510.42 18235.6 283959 36518.4 64576 78079.6 391116 -1580.13 -758.117 -1556.59 -29247 30538.2
internal_weight=0 80868 80741 9959 6948 3653 424 3229 112 3011 3117 339 147 2778 265 450 166 381 70782 3821 89 2561 1020 916 51 66961 64736 62939 2755 420
internal_count=4318164 80868 80741 9959 6948 3653 424 3229 112 3011 3117 339 147 2778 265 450 166 381 70782 3821 89 2561 1020 916 51 66961 64736 62939 2755 420
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=3 5 1 3 1 1 0 1 0 3 1 1 3 3 6 0 1 1 1 3 1 3 6 1 0 1 1 5 3 3
split_gain=1.82918e+13 1.04265e+14 1.46249e+14 2.0048e+14 2.27055e+14 5.33922e+14 1.87003e+14 5.33355e+14 4.6929e+14 6.57195e+14 8.37631e+14 7.43359e+14 3.734e+14 3.14299e+14 2.69309e+14 3.06715e+14 2.57776e+14 2.29808e+14 5.22976e+14 3.62508e+14 2.7272e+14 3.10611e+14 2.92604e+14 2.34712e+14 2.42874e+14 2.66383e+14 3.05062e+14 4.76099e+14 2.30889e+14 2.22242e+14
threshold=10.500000000000002 39.355000000000011 37.944765900000007 11.500000000000002 60.628582700000003 60.55755580000001 59.932719750000011 30.434657650000002 59.896318000000008 19.500000000000004 30.315880100000005 30.278357500000002 25.500000000000004 26.500000000000004 1.5000000000000002 59.916647550000008 30.305955500000003 30.388336800000001 30.332994000000003 13.500000000000002 30.315880100000005 16.500000000000004 1.5000000000000002 30.410108300000001 59.916647550000008 30.502469200000004 30.434657650000002 64.020000000000024 15.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 8 -8 -3 11 16 14 -12 -14 -10 -16 -11 18 19 29 22 -22 -21 -19 25 26 -25 -28 -24 -13
right_child=1 2 3 -5 -6 -7 7 -9 9 10 12 17 13 -15 15 -17 -18 23 -20 20 21 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=160.23972402746637 1037.1607056900648 771.96621608562623 -7205.6345592664093 -1396.3339470547776 -24870.856774738364 102813.02674928612 -499.19790534988454 -23040.027293963358 -193662.74332313146 119511.36468370227 -8370.6995302564355 59268.957295685454 92090.160885656209 -12330.917404174805 -124545.14723914197 252543.68984375001 -159284.89831316809 111926.54540374159 -49807.339822846639 -51881.921145019529 184151.1266226272 17269.871580211569 -2807.6421773976294 32984.235485371202 11918.534349002655 9108.924606342478 54486.962570223062 150475.10351872898 146604.38915479471 -23871.107452996508
leaf_weight=2688514 446770 369090 10223 684904 7835 461 79726 12089 194 36 5643 486 761 464 59 34 421 510 911 240 363 161 174 1641 1967 1061 1403 818 255 950
leaf_count=2688514 446770 369090 10223 684904 7835 461 79726 12089 194 36 5643 486 761 464 59 34 421 510 911 240 363 161 174 1641 1967 1061 1403 818 255 950
internal_value=0 -264.355 -755.934 -1673.93 -11940.7 -2458.48 590.888 -3467.08 1552.04 17071.5 -6229.81 32274.3 2493.19 52538 -126593 13315.3 -137323 36442 15487 38112.7 78852.7 132877 36538 46466.5 41621.1 53488.8 65681.2 89839.6 86003.7 4266.83
internal_weight=0 1.62965e+06 1.18288e+06 703423 18519 10684 479457 91815 387642 18552 7325 11227 6868 1225 287 93 457 10940 3540 2629 1193 524 669 7400 6890 4923 3862 2221 429 1436
internal_count=4318164 1629650 1182880 703423 18519 10684 479457 91815 387642 18552 7325 11227 6868 1225 287 93 457 10940 3540 2629 1193 524 669 7400 6890 4923 3862 2221 429 1436
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=5 5 3 0 1 1 0 0 0 0 1 1 1 1 1 0 5 1 5 3 1 6 3 5 1 0 0 6 0 1
split_gain=1.96306e+13 1.46889e+14 1.24963e+14 1.39705e+14 1.50767e+14 2.3408e+14 5.49978e+14 2.25875e+14 1.86707e+14 1.54759e+14 4.49703e+14 1.87935e+14 1.3911e+14 1.34494e+14 1.304e+14 1.07207e+14 1.06081e+14 1.2022e+14 1.61318e+14 1.53044e+14 2.19099e+14 1.03545e+14 1.087e+14 1.01e+14 1.86942e+14 2.17274e+14 1.98146e+14 1.68388e+14 1.68176e+14 1.7147e+14
threshold=54.035000000000004 50.005000000000003 8.5000000000000018 55.745923000000012 37.944765900000007 37.832345550000007 55.708120100000009 55.674875350000008 55.708120100000009 55.674875350000008 37.869926150000005 37.914142000000005 37.417247200000006 37.642309100000013 37.620907050000007 55.734663800000007 46.810000000000009 37.542000650000013 49.010000000000012 5.5000000000000009 37.214886200000009 1.5000000000000002 4.5000000000000009 42.005000000000003 37.855187800000003 55.455204450000004 55.708120100000009 1.5000000000000002 55.030402950000003 39.753614400000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 5 7 9 -4 -9 -7 -11 -12 15 14 -14 -10 23 19 -19 21 -21 22 -18 -1 25 -25 27 -27 -26 -30
right_child=-2 2 3 -5 -6 6 -8 8 12 10 11 -13 13 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=203.51987787430312 263.80758998227083 857.29651036524194 6042.3214952537855 -6970.1773776779555 -3709.6225410951447 -3623.7353749795348 148988.11925669888 -40861.499404053204 -80625.794383954533 163162.27490393165 -11762.853526558436 63840.227937960895 43095.497719291459 -5707.3484362768986 242693.02696428576 34352.496122782941 16589.501084854579 2551.2910298760762 -3330.0338876037349 -2917.8053398485463 15989.072058293963 15069.052230029938 102621.55283648575 11073.45900026784 -257.85255460068714 3547.1562898420666 2284.3085444513695 -16555.592219628175 -11659.090775053774 -3340.0208021271465
leaf_weight=1600872 1706195 79757 17905 81119 71918 1861 342 2094 301 246 877 526 505 1018 35 111 303 186053 62238 18753 9105 9680 285 21713 164653 6470 72089 11705 29312 160123
leaf_count=1600872 1706195 79757 17905 81119 71918 1861 342 2094 301 246 877 526 505 1018 35 111 303 186053 62238 18753 9105 9680 285 21713 164653 6470 72089 11705 29312 160123
internal_value=0 -172.325 -2434.5 -3902.39 -1356.27 5198.4 27936.7 1211.52 -20071.8 16141.9 38448.7 16581.6 2026.48 15691.5 56032.4 -49648.6 76.2707 1879.87 1077.05 7108.14 3261.64 17544 58288.7 -173.655 -1469.2 2092.2 -68.2397 -9399.35 -2595.46 -4627.26
internal_weight=0 2.61197e+06 258615 178858 97739 25821 3852 21969 4064 3510 1649 1403 1970 1558 540 412 2.35335e+06 286417 248291 38126 27858 10268 588 2.06694e+06 466065 111977 90264 18175 354088 189435
internal_count=4318164 2611969 258615 178858 97739 25821 3852 21969 4064 3510 1649 1403 1970 1558 540 412 2353354 286417 248291 38126 27858 10268 588 2066937 466065 111977 90264 18175 354088 189435
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 4 3 2 0 0 5 5 1 0 5 1 3 5 5 6 3 2 3 5 3 0 6 1 1 3
split_gain=1.87905e+13 1.31319e+14 1.55308e+14 2.36987e+14 1.89765e+14 2.22303e+14 2.50002e+14 1.85229e+14 2.53965e+14 1.84634e+14 1.53042e+14 2.74501e+14 1.37617e+14 1.98154e+14 1.31693e+14 1.30979e+14 1.82127e+14 1.51585e+14 1.22057e+14 1.35537e+14 1.1726e+14 1.56066e+14 1.15526e+14 1.12767e+14 1.07139e+14 1.03585e+14 2.83752e+14 1.33244e+14 4.38206e+14 1.5039e+14
threshold=44.998833400000002 45.03656895000001 38.950530550000003 38.975980350000007 64.020000000000024 1.5000000000000002 14.500000000000002 14.500000000000002 45.022371150000005 45.022371150000005 110.05000000000001 95.020000000000024 38.959914000000005 45.013473000000012 89.00500000000001 39.110397700000007 17.500000000000004 142.05000000000004 80.815000000000012 1.5000000000000002 20.500000000000004 17.500000000000004 12.500000000000002 100.05000000000001 9.5000000000000018 45.040161900000008 1.5000000000000002 38.975980350000007 38.950530550000003 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 -6 12 20 -2 11 -10 13 -7 -11 16 -5 -17 -15 23 21 -9 24 -20 -21 26 -3 28 -28 -29
right_child=1 25 3 15 5 7 -8 8 10 14 -12 -13 -14 18 -16 17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-846.06469555350259 -34511.285254373848 -40423.447933857351 6914.5408709044777 9596.1969336123584 367715.19092261908 -92454.026218057261 53729.138977050781 -26482.27537306882 127468.34028020252 3744.6249765715947 59172.348832614945 399019.0402925532 38408.262670535703 -39159.882968263242 -45123.156002126649 -4379.9970397737234 -3077.6231656689633 -127936.42604101564 354181.17529761908 42386.337247242649 -99874.955631510413 197234.79667968751 10367.139421636408 86602.883494543654 318344.65937500005 3.5179158953679761 12696.405947387135 16566.665704030129 -32772.145914356333 -12088.919315334373
leaf_weight=247458 2095 2290 5136 35816 42 203 64 89 179 6232 174 47 2322 321 605 14072 16591 100 21 34 81 48 792 63 24 3966746 3972 5164 4545 2838
leaf_count=247458 2095 2290 5136 35816 42 203 64 89 179 6232 174 47 2322 321 605 14072 16591 100 21 34 81 48 792 63 24 3966746 3972 5164 4545 2838
internal_value=0 51.4322 3937.22 5399.21 20053.4 35035.8 178139 31586.8 82341.7 -8538.31 129667 183941 23288.7 -790.481 -579.641 3277.42 5583.92 -5251.83 14036.4 32319 -4493.23 51900.3 20343.7 153497 156576 -31.5872 -7435.11 -2862 -11567.4 6403.64
internal_weight=0 4.07071e+06 85151 76219 9640 4504 106 4398 618 8932 400 226 3780 1458 6837 66579 52407 14172 1255 934 218 137 850 84 58 3.98556e+06 18809 16519 8517 8002
internal_count=4318164 4070706 85151 76219 9640 4504 106 4398 618 8932 400 226 3780 1458 6837 66579 52407 14172 1255 934 218 137 850 84 58 3985555 18809 16519 8517 8002
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 3 1 3 1 5 5 5 0 5 5 3 2 0 3 5 3 5 0 5 5 6 2 0 2 5
split_gain=1.88742e+13 2.82955e+14 2.41426e+14 3.17444e+14 2.1736e+14 2.17076e+14 4.88397e+14 2.83387e+14 1.98293e+14 1.91304e+14 1.79914e+14 1.59791e+14 3.03759e+14 3.87351e+14 2.42505e+14 2.37571e+14 2.04626e+14 1.96989e+14 1.75652e+14 1.92561e+14 1.73355e+14 1.52584e+14 1.67053e+14 2.13262e+14 1.50809e+14 2.11695e+14 1.47334e+14 1.47202e+14 2.01162e+14 2.75603e+14
threshold=39.694727950000008 39.739656000000004 44.226894250000008 39.488326500000007 11.500000000000002 5.5000000000000009 39.630124250000001 6.5000000000000009 39.666208800000007 92.035000000000011 54.990000000000002 56.835000000000008 47.236539400000005 87.395000000000024 86.02500000000002 6.5000000000000009 7.5000000000000009 47.222459950000008 14.500000000000002 112.04500000000002 18.500000000000004 102.01000000000001 43.592450450000008 105.35000000000001 42.895000000000003 1.5000000000000002 2.5000000000000004 43.592450450000008 11.500000000000002 62.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 24 8 7 -7 -5 -8 -10 -2 14 20 17 26 -17 27 -15 -20 -14 -18 23 -23 -1 -26 -16 28 -13 -30
right_child=1 -3 -4 5 -6 6 9 -9 10 -11 -12 12 13 18 15 16 21 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2544.1992701166946 2798.8293565617223 -20.606054240072229 -165.57034098455418 -38783.42512954941 -83800.89590620721 374665.26237444201 20579.712475202723 103290.30841590447 -7420.2703213778414 -167602.70929129465 145802.442757296 14678.342901689546 12618.82653932969 -10324.112600848404 39271.42171014825 80586.225533195669 63153.487681413098 32248.010463716608 -54842.824714051472 -184209.13979962387 -25400.605409854583 -290238.23489583336 30032.815504981172 -28413.554892194326 82975.303560144763 -44908.399329943102 -33092.963320576884 -4539.8714309369379 231649.50677513267 26652.671225472383
leaf_weight=1944 56346 2423382 1801623 1198 696 56 1529 123 209 56 121 2263 8663 826 537 1572 779 3794 779 135 1392 36 659 229 136 2685 591 5527 106 172
leaf_count=1944 56346 2423382 1801623 1198 696 56 1529 123 209 56 121 2263 8663 826 537 1572 779 3794 779 135 1392 36 659 229 136 2685 591 5527 106 172
internal_value=0 177.633 -246.063 -16813.7 -31599.7 7714.25 31613.7 188190 -19876.5 13931 48761.4 5869.28 12034.9 -183.066 20895.1 40936.9 54569.3 13455.8 -43746.3 -73950.5 7355.47 30553.7 3069.64 -63982.2 -23974.9 -38743.1 1357.1 4618.78 24540 104817
internal_weight=0 2.50779e+06 1.81038e+06 8753 5461 3292 1764 179 1528 1585 330 84406 28060 11795 16265 4403 3275 11862 1740 914 10055 1703 924 265 4765 2821 1128 8068 2541 278
internal_count=4318164 2507788 1810376 8753 5461 3292 1764 179 1528 1585 330 84406 28060 11795 16265 4403 3275 11862 1740 914 10055 1703 924 265 4765 2821 1128 8068 2541 278
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=0 0 6 1 5 3 5 5 5 1 1 1 0 5 3 1 1 3 3 1 4 5 1 5 0 1 1 3 5 1
split_gain=1.91891e+13 1.29198e+14 1.87174e+14 2.28588e+14 1.87033e+14 1.81675e+14 2.34415e+14 1.94722e+14 1.71012e+14 1.65536e+14 3.24569e+14 2.40164e+14 2.23864e+14 1.53553e+14 1.51134e+14 2.58172e+14 1.47642e+14 1.70591e+14 1.41063e+14 1.53898e+14 1.11453e+14 9.44547e+13 9.43368e+13 9.18205e+13 9.17448e+13 9.2988e+13 9.07965e+13 8.96521e+13 2.07134e+14 3.15871e+14
threshold=55.899899800000007 55.924336300000007 1.5000000000000002 37.998366300000008 40.005000000000003 13.500000000000002 125.85000000000001 95.020000000000024 84.030000000000015 37.712318250000003 37.342273500000012 37.39371280000001 55.91302515000001 102.01000000000001 5.5000000000000009 37.542000650000013 37.777459000000007 10.500000000000002 16.500000000000004 37.39371280000001 3.5000000000000004 94.040000000000006 53.664171200000006 90.015000000000015 55.91302515000001 37.855187800000003 37.726745000000001 8.5000000000000018 47.005000000000003 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 9 -7 16 10 23 12 -12 22 15 -13 17 -2 -9 20 -20 -16 -5 -6 -21 -26 -19 28 -3 -30
right_child=1 27 3 13 5 7 -8 18 -10 -11 11 14 -14 -15 21 -17 -18 26 19 24 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-137.86120109021252 -55517.607007558901 -644.56400533418127 -1255.7944004378742 -4671.9084289174916 14035.300264206699 15482.810054647891 235696.83288788376 68859.084540441181 -56356.97395481258 23671.571248295801 371859.91813322366 86429.534248459502 -10077.832719494048 -211189.65334670609 67175.532221496702 335305.20805084752 -26735.263777975098 2011.0037549659457 215914.63789062502 -149228.35662090595 -37133.818512228259 -135513.63658854167 -104813.44329427084 -193984.09943181821 -75683.258082411019 145053.65198863635 29081.222932503944 -455.21553829009713 -16977.192668920921 4507.5734788316231
leaf_weight=3024581 439 241474 4661 4680 598 7079 57 85 616 5206 57 142 21 37 547 59 1881 4886 28 182 46 24 96 22 144 22 1660 822661 7100 189073
leaf_count=3024581 439 241474 4661 4680 598 7079 57 85 616 5206 57 142 21 37 547 59 1881 4886 28 182 46 24 96 22 144 22 1660 822661 7100 189073
internal_value=0 322.339 6472.83 11207.5 16143.3 21807 33763.2 11195.2 -5407.78 32039.1 61672.5 101804 269031 -8256.94 84907.6 159483 -1867.88 4828.69 -48671.2 -72344.3 58614.2 58656.2 -6684.8 6653.97 -100192 -46429 8875.74 159.952 1316.3 3729.99
internal_weight=0 1.29358e+06 33275 23793 18980 14319 6733 7586 9482 6676 1470 850 78 4813 772 201 8866 6985 507 422 74 571 4776 620 348 166 6546 1.26031e+06 437647 196173
internal_count=4318164 1293583 33275 23793 18980 14319 6733 7586 9482 6676 1470 850 78 4813 772 201 8866 6985 507 422 74 571 4776 620 348 166 6546 1260308 437647 196173
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 0 1 1 1 3 3 0 1 1 3 1 5 5 2 5 1 3 3 2 3 0 3 3 1 4
split_gain=1.92957e+13 8.02701e+13 3.53273e+14 2.80384e+14 2.58732e+14 3.89245e+14 2.3024e+14 2.08556e+14 2.61094e+14 2.0982e+14 2.55196e+14 2.08973e+14 2.04143e+14 3.23718e+14 2.78665e+14 1.91818e+14 2.6108e+14 2.42341e+14 2.55481e+14 1.6454e+14 1.60065e+14 3.20101e+14 2.05189e+14 1.73327e+14 1.7067e+14 1.89109e+14 1.60013e+14 1.5606e+14 1.82046e+14 1.74992e+14
threshold=88.015000000000015 56.852744000000008 56.819808050000006 57.131524800000008 65.520339550000017 57.60800230000001 57.550671000000001 60.628582700000003 60.55755580000001 5.5000000000000009 11.500000000000002 56.838612000000005 60.611165000000007 60.601268000000012 17.500000000000004 60.58031445000001 96.015000000000015 94.040000000000006 5.5000000000000009 110.05000000000001 65.565203050000022 12.500000000000002 16.500000000000004 4.5000000000000009 11.500000000000002 57.157092150000004 13.500000000000002 7.5000000000000009 65.551978750000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 19 -7 8 -4 -10 15 12 13 14 -12 -11 17 -17 -19 -5 21 23 -22 24 25 -6 -23 28 -27 -29
right_child=1 3 7 4 20 6 -8 -9 9 10 11 -13 -14 -15 -16 16 -18 18 -20 -21 22 26 -24 -25 -26 27 -28 29 -30 -31
leaf_value=50.328552461662539 -612.6777815463862 -22111.11370185273 -10890.974860611801 -26550.755205479603 -13554.843469990034 -727.78506679198961 -77204.46027243149 -18914.993390386462 -42311.604415518785 8412.929372479839 -15370.326148538887 87946.954740406829 102332.48699382829 -65337.986628412502 102802.27071312131 143450.39598828126 105345.26738416616 220957.30687500001 726408.625 -83005.167216140981 -9952.4385707061829 -131608.92864194125 94507.268496763951 82041.034592897631 186706.72091733874 209152.90245674073 4225.6211363373613 75312.730999410371 -49803.051049107147 -167976.74343559452
leaf_weight=4086520 173396 7575 910 2250 682 36108 398 828 228 155 419 630 247 447 381 50 505 20 20 670 2404 92 204 1148 62 121 1512 106 35 41
leaf_count=4086520 173396 7575 910 2250 682 36108 398 828 228 155 419 630 247 447 381 50 505 20 20 670 2404 92 204 1148 62 121 1512 106 35 41
internal_value=0 -887.865 131.13 -4288.51 -1342.9 -4371.71 -1561.56 26778.5 36208.7 50025.9 57351.2 39644.1 19275.5 2823.91 40909.4 107498 133310 290220 473683 -39504.3 17295.1 30391.2 -1781.51 55205 25780.2 15650.9 -3565.39 81387.8 151054 7456.48
internal_weight=0 231644 178236 53408 45833 39426 36506 4840 4012 3102 2874 2124 1494 1247 800 750 595 90 40 2920 6407 3799 2608 2195 1047 985 1604 303 156 147
internal_count=4318164 231644 178236 53408 45833 39426 36506 4840 4012 3102 2874 2124 1494 1247 800 750 595 90 40 2920 6407 3799 2608 2195 1047 985 1604 303 156 147
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=2 0 0 5 3 0 0 0 3 0 1 1 3 0 5 0 1 1 2 5 5 5 2 1 1 1 1 5 5 5
split_gain=1.79825e+13 3.41922e+13 4.47498e+13 4.07505e+13 1.8912e+13 7.27141e+13 6.01318e+13 1.20584e+14 1.01544e+14 1.04371e+14 9.06828e+13 7.52653e+13 6.87019e+13 1.45979e+14 1.12482e+14 1.06447e+14 6.57246e+13 5.92165e+13 5.79256e+13 5.65459e+13 5.61165e+13 5.54613e+13 5.3358e+13 5.10001e+13 7.65951e+13 1.01729e+14 8.77339e+13 7.01129e+13 5.07026e+13 4.96648e+13
threshold=35.500000000000007 55.745923000000012 55.860536450000005 67.990000000000023 31.500000000000004 56.831297550000009 55.801980100000009 55.695992150000002 32.500000000000007 56.819808050000006 37.362912300000012 37.542000650000013 34.500000000000007 55.719391050000006 95.020000000000024 55.795550600000006 37.275078000000001 37.457850350000008 21.500000000000004 114.05000000000001 62.385000000000012 58.755000000000003 1.5000000000000002 37.362912300000012 37.39371280000001 37.417247200000006 37.457850350000008 44.410000000000004 52.990000000000002 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 16 9 11 -10 -8 13 14 28 -14 -6 -12 -11 22 -15 -7 -18 -24 27 -26 -27 -25 -9 -28
right_child=1 2 -4 -5 5 21 8 12 10 18 17 -13 15 20 -16 -17 19 -19 -20 -21 -22 -23 23 24 25 26 29 -29 -30 -31
leaf_value=14.568388622233773 145645.14171195653 30189.947464087705 94862.450710042322 -96496.776635174421 172167.55800356658 -5431.6263962919493 67312.321334565408 -49555.342385826581 48657.675878504931 72737.031096716775 -169999.51443452382 10697.833471045878 6233.1602009743256 -10187.390587649177 63223.262738185986 -151629.44282670456 -161323.71526367188 -1858.7294692343273 230488.61676136364 84831.478689759038 -36981.98678938191 -36923.273014102546 -106267.7394258721 -65085.227432528409 -94116.541684883894 139447.92407849903 4849.7135292149569 138247.61141786317 -145075.68145855403 -29711.243790454482
leaf_weight=4293296 23 62 48 43 23 1218 279 81 365 79 21 1483 1462 2665 41 44 20 8112 33 83 1106 1034 43 22 109 47 5622 74 177 449
leaf_count=4293296 23 62 48 43 23 1218 279 81 365 79 21 1483 1462 2665 41 44 20 8112 33 83 1106 1034 43 22 109 47 5622 74 177 449
internal_value=0 31963.9 14874.6 -21691.3 -1.30284 -2760.9 -1041.79 -5840.83 4541.98 25612.3 -104.489 19662.3 -16626.7 -23378.8 -90636.2 1620.97 3423.2 -2292.88 119217 2823.24 -18046 -19890.9 1757.37 2269.72 3007.83 1641.25 3347.3 91650.5 -115087 2293.65
internal_weight=0 176 153 105 4.31799e+06 24692 22440 12068 10372 1874 8498 1762 5576 4070 299 1506 6492 8133 112 6469 3771 2252 6386 6366 6323 6227 6118 96 258 6071
internal_count=4318164 176 153 105 4317988 24692 22440 12068 10372 1874 8498 1762 5576 4070 299 1506 6492 8133 112 6469 3771 2252 6386 6366 6323 6227 6118 96 258 6071
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=0 4 5 5 1 5 3 5 1 2 5 2 3 3 5 5 5 3 2 3 4 5 3 1 2 0 1 5 3 5
split_gain=1.78928e+13 5.12058e+13 8.4473e+13 7.53377e+13 5.95099e+13 1.63259e+14 1.48541e+14 1.25839e+14 7.20646e+13 1.00517e+14 9.60553e+13 7.05679e+13 8.67314e+13 6.9997e+13 6.96499e+13 6.4144e+13 1.31135e+14 6.18982e+13 5.68944e+13 5.93543e+13 5.13124e+13 5.07507e+13 1.11684e+14 8.53481e+13 8.28361e+13 1.16506e+14 9.00385e+13 7.09249e+13 8.06386e+13 6.90673e+13
threshold=43.465905150000005 2.5000000000000004 57.005000000000003 70.50500000000001 40.810045900000013 71.00500000000001 3.5000000000000004 64.805000000000021 39.925119750000007 12.500000000000002 72.010000000000005 9.5000000000000018 14.500000000000002 19.500000000000004 59.810000000000009 225.45000000000002 118.33500000000002 6.5000000000000009 10.500000000000002 18.500000000000004 1.5000000000000002 125.85000000000001 9.5000000000000018 47.554129950000011 4.5000000000000009 43.056445700000005 42.09605220000001 161.85000000000002 15.500000000000002 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -4 9 11 -10 12 -7 15 -8 16 -6 -12 21 -20 -16 29 23 24 25 -23 -26 -24 -29 -5
right_child=-2 3 4 18 13 8 14 -9 10 -11 17 -13 -14 -15 20 -17 -18 -19 19 -21 -22 22 27 -25 26 -27 -28 28 -30 -31
leaf_value=3461.561089230735 -21.543570445860396 19341.617482677626 242394.69847656251 4090.7444786641881 -8559.9545860607923 -30459.747548272357 -90013.248393625458 -34015.263169642858 265397.91099330358 188344.92613002233 124171.39739959969 -183149.20156250001 152115.11770833333 -126433.9656786152 92343.794850852282 58237.01545549665 -104667.33259277344 28177.81079715956 -18881.55963709057 -134691.29658801021 -19319.615187235901 70326.843758771531 37201.976951767108 -74080.3857421875 134777.57974137933 -34576.42139616936 -51644.104078856421 86654.500545400952 301146.33735119051 -28904.240523490742
leaf_weight=22609 4270332 3685 40 7066 10084 123 138 28 28 28 121 22 33 51 44 140 144 151 457 49 636 334 436 134 29 155 243 106 21 697
leaf_count=22609 4270332 3685 40 7066 10084 123 138 28 28 28 121 22 33 51 44 140 144 151 457 49 636 334 436 134 29 155 243 106 21 697
internal_value=0 1923.36 -119.043 7164.9 -6973.15 12446.7 -13434.1 128579 57763.5 12221.5 89035.8 -15483.3 8161.86 -9567.68 -25239.6 -8992.81 -9913.05 70880.8 2551.84 -30096.3 -12094.3 4343.41 21462 -489.295 12468.9 37075.3 -31768.3 56357.9 122122 1128.29
internal_weight=0 47832 34420 13412 11811 1392 886 68 506 206 300 178 156 10419 818 10368 10228 272 9727 506 680 9221 1458 895 761 489 272 563 127 7763
internal_count=4318164 47832 34420 13412 11811 1392 886 68 506 206 300 178 156 10419 818 10368 10228 272 9727 506 680 9221 1458 895 761 489 272 563 127 7763
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=2 1 1 5 0 5 5 2 1 1 5 2 1 2 5 2 3 1 0 0 5 3 3 1 1 1 1 0 5 0
split_gain=1.7839e+13 4.90575e+13 1.26453e+14 8.71756e+13 1.83363e+14 1.49778e+14 8.64605e+13 5.70799e+13 6.65477e+13 6.58231e+13 1.61631e+14 2.43043e+14 5.59159e+13 5.13066e+13 4.967e+13 4.68399e+13 5.42971e+13 4.60276e+13 8.71181e+13 9.2018e+13 1.16389e+14 1.0506e+14 1.0315e+14 1.00486e+14 9.79145e+13 9.34009e+13 2.38677e+14 9.17577e+13 1.21255e+14 8.73613e+13
threshold=20.500000000000004 82.91993380000001 82.970752000000019 120.05000000000001 55.025681450000008 161.85000000000002 105.35000000000001 22.500000000000004 82.958618050000013 82.933113850000026 69.015000000000015 24.500000000000004 82.95335685000002 24.500000000000004 90.015000000000015 25.500000000000004 25.500000000000004 37.767735350000002 59.882016200000002 59.820733200000006 52.710000000000008 21.500000000000004 23.500000000000004 30.278357500000002 30.468306550000005 30.362552800000003 30.370618100000005 55.674875350000008 49.010000000000012 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 6 5 -5 7 -3 9 10 -9 -12 13 -8 -13 16 -10 18 19 22 -21 -22 27 -23 25 -25 -27 28 -2 -20
right_child=1 2 -4 4 -6 -7 12 8 15 -11 11 14 -14 -15 -16 -17 -18 -19 29 20 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-27.734355872073579 4307.6043970732781 7084.9646693091654 -10931.295210385775 4911.10134735882 -104726.83250277367 269505.55260416667 79604.461032936801 17265.017107421878 69488.210279395207 10304.654928341684 12008.502016715116 464279.14195312507 40297.525934709825 239376.90388513517 246535.59204545454 166812.02804276318 -3454.5684052880133 -2120.3013198708818 -13743.309224869656 6726.9719494144992 -123298.5889038086 9707.813505686885 1560.0012680138325 73995.173552911932 30291.946098445012 370773.20044642861 81558.150680301973 8732.1490982634259 71105.19594512663 3231.2739557586192
leaf_weight=4239232 461 1838 2053 197 169 24 44 225 428 1284 43 20 98 37 22 38 134 31721 5295 1791 35 368 21821 319 312 42 89 2268 662 7094
leaf_count=4239232 461 1838 2053 197 169 24 44 225 428 1284 43 20 98 37 22 38 134 31721 5295 1791 35 368 21821 319 312 42 89 2268 662 7094
internal_value=0 1489.54 9706.06 18914.6 -26315.9 33645.3 23103.6 20084.5 30974.7 20289.5 61646.3 179126 91110.1 152587 350223 59361.5 52096.2 733.117 2964.87 6038.57 22730.6 47333.7 4081.5 52618.7 73342.1 103190 174284 20307.3 43684.3 -4023.58
internal_weight=0 78932 6654 4601 390 221 4211 4032 2194 1594 310 85 179 81 42 600 562 72278 40557 28168 2956 1165 25212 1130 762 450 131 3391 1123 12389
internal_count=4318164 78932 6654 4601 390 221 4211 4032 2194 1594 310 85 179 81 42 600 562 72278 40557 28168 2956 1165 25212 1130 762 450 131 3391 1123 12389
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=1 1 0 5 6 1 0 0 0 3 1 0 0 1 4 0 0 5 5 4 0 0 0 5 0 3 3 3 5 4
split_gain=1.80125e+13 4.50602e+13 7.42945e+13 6.19798e+13 1.22499e+14 6.94736e+13 1.31953e+14 8.17397e+13 9.59068e+13 1.13736e+14 7.78344e+13 5.6192e+13 8.6973e+13 8.48142e+13 9.06165e+13 7.62441e+13 1.04959e+14 5.59383e+13 1.02696e+14 1.69893e+14 6.41778e+13 5.5435e+13 5.46276e+13 5.24305e+13 5.48747e+13 5.19521e+13 5.57787e+13 5.0546e+13 5.54152e+13 1.02087e+14
threshold=91.398302750000013 92.928903050000017 53.516665650000007 84.030000000000015 1.5000000000000002 92.815157350000007 56.028355650000009 56.028355650000009 55.993277250000013 16.500000000000004 92.896330950000007 52.719210700000012 56.028355650000009 104.38035940000002 2.5000000000000004 56.197733450000008 56.301440000000007 78.710000000000022 79.010000000000005 2.5000000000000004 61.785186750000001 52.485928400000006 52.056565900000003 92.035000000000011 55.141517900000004 5.5000000000000009 15.500000000000002 11.500000000000002 80.815000000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 27 -5 6 -6 8 -7 10 25 13 23 14 21 -14 -17 -18 19 -19 -20 -3 -15 -13 -25 -10 -27 -4 -29 -30
right_child=1 11 3 4 5 7 -8 -9 9 -11 -12 12 15 22 -16 16 17 18 20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-37.660996503635729 -17421.753809370759 8759.4605034380893 5419.7350015732691 -9930.927609675764 19921.580010174421 -41275.145220588238 -83290.307692522329 24458.675148537874 -6521.2214346590918 220973.08420454548 -46425.064746093754 -9677.8620388297331 7614.8182953434998 1021.4797802898073 18800.040499017388 -20650.260380668034 2482.4346667181035 -270480.71517857141 -37490.984214154414 -1211.4186062794813 11460.968480969153 -4995.1316924172097 -8741.5081356580231 73754.112073863638 -98273.310095835535 116062.52457215637 6925.929436383929 -336.75930846902224 -166704.25329861112 -17569.29734616747
leaf_weight=4176165 1681 6765 31389 1328 1075 68 140 1232 55 55 52 11674 8581 25873 5034 3083 10309 42 510 53 564 5169 7362 22 118 286 56 19063 54 306
leaf_count=4176165 1681 6765 31389 1328 1075 68 140 1232 55 55 52 11674 8581 25873 5034 3083 10309 42 510 53 564 5169 7362 22 118 286 56 19063 54 306
internal_value=0 1107.6 3288.03 3919.18 15379.7 26513.4 8028.85 38962.8 70202.4 85243 68616.8 -347.742 -3426.15 1795.73 7548.17 137.785 -4268.54 131.609 -20599.5 -120257 -11784.4 2801.9 -1141.15 -10407.4 -71240.4 83685.3 98192.2 2938.72 -1070.79 -39939.5
internal_weight=0 141999 56840 55159 4347 3019 1215 1804 572 504 449 85159 34956 50203 16968 23142 14561 11478 1169 95 1074 11934 33235 11814 140 397 342 50812 19423 360
internal_count=4318164 141999 56840 55159 4347 3019 1215 1804 572 504 449 85159 34956 50203 16968 23142 14561 11478 1169 95 1074 11934 33235 11814 140 397 342 50812 19423 360
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=0 0 5 3 0 5 1 1 5 3 0 1 3 1 0 1 5 5 1 6 1 0 1 5 5 1 5 3 0 5
split_gain=1.81342e+13 1.29107e+14 1.50148e+14 1.24719e+14 1.08829e+14 1.19949e+14 1.16307e+14 1.30677e+14 8.74073e+13 8.42881e+13 8.31823e+13 6.20781e+14 6.4759e+14 3.79323e+14 4.40965e+14 4.15702e+14 2.89632e+14 1.8982e+14 2.85907e+14 4.13995e+14 5.77393e+14 3.79764e+14 2.21992e+14 1.51112e+14 1.37004e+14 1.31152e+14 1.03383e+14 9.34162e+13 1.09895e+14 9.14211e+13
threshold=56.121679000000007 56.054485600000007 64.020000000000024 10.500000000000002 56.24640500000001 142.05000000000004 47.473138800000008 86.192907650000009 118.33500000000002 14.500000000000002 55.993277250000013 37.214886200000009 8.5000000000000018 37.457850350000008 56.009576300000013 37.328003200000005 57.705000000000005 57.405000000000008 38.422276900000007 1.5000000000000002 37.832345550000007 56.009576300000013 91.910414550000013 84.030000000000015 70.50500000000001 38.233559750000005 79.730000000000018 10.500000000000002 56.009576300000013 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 8 5 6 -2 -8 -4 -5 -1 12 -12 14 15 24 -14 -15 19 20 26 -22 -20 -21 -13 -25 -19 28 -18 -29
right_child=4 2 3 9 -6 -7 7 -9 -10 -11 11 13 16 17 -16 -17 27 18 22 23 21 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-107.37220115292483 7245.9473351530687 -2408.1507770307135 -8831.11880167034 -63226.3389335022 137.40431899398399 -57724.077146826014 -32550.342740174121 1156.6993764033198 -86166.272106687829 -22319.527609849818 8073.9131977698553 137498.74579074184 86206.782934524075 -735.07993903736178 -64537.840523506718 -7005.3908884861585 200135.45333658857 -33960.443335459182 -58549.361448833573 40880.475911004447 326768.01024502842 102657.43009578036 9294.1723478279091 -30206.381569668774 393424.88762019231 178218.97080078127 -290957.51929347828 231273.48816497286 -28227.134819878476 438419.62662259623
leaf_weight=3107841 41954 37999 7636 800 1064606 303 1561 4370 149 1360 995 107 528 29798 1708 631 96 49 502 1784 132 177 12292 534 26 32 23 118 27 26
leaf_count=3107841 41954 37999 7636 800 1064606 303 1561 4370 149 1360 995 107 528 29798 1708 631 96 49 502 1784 132 177 12292 534 26 32 23 118 27 26
internal_value=0 -120.745 -5271.07 -16210 347.801 4996.05 5392.92 -7714.77 -10311.3 -37470.2 -42.5394 4020.99 61838.4 1855.63 -36290.3 26860 129129 3936.18 12902 42274.3 138970 198394 6632.19 26597.3 187529 -18422.6 -116057 214008 150007 268675
internal_weight=0 3.20537e+06 47944 9945 1.11279e+06 48188 47885 5931 7785 2160 3.15743e+06 49585 1790 47795 2472 764 795 45323 15525 2731 381 309 12794 2350 133 566 72 267 123 144
internal_count=4318164 3205370 47944 9945 1112794 48188 47885 5931 7785 2160 3157426 49585 1790 47795 2472 764 795 45323 15525 2731 381 309 12794 2350 133 566 72 267 123 144
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 4 3 5 4 0 5 5 5 5 3 3 6 1 1 0 1 5 1 0 6 0 0 1 5 0
split_gain=1.82526e+13 3.68187e+14 3.05759e+14 1.93065e+14 2.37495e+14 2.96824e+14 2.5319e+14 1.89357e+14 1.83069e+14 2.65853e+14 1.75036e+14 1.43409e+14 1.34982e+14 1.29354e+14 1.45065e+14 1.31352e+14 2.04662e+14 1.17314e+14 5.98269e+14 3.88604e+14 2.64119e+14 4.64205e+14 3.66234e+14 3.84472e+14 2.86043e+14 2.5841e+14 2.89714e+14 3.53347e+14 3.14044e+14 2.59991e+14
threshold=49.073956850000009 49.201680550000006 57.945214300000011 61.020000000000003 55.777112100000004 2.5000000000000004 4.5000000000000009 77.715000000000018 1.5000000000000002 55.842510000000011 44.905000000000008 83.010000000000005 51.815000000000005 112.04500000000002 17.500000000000004 24.500000000000004 1.5000000000000002 49.964253350000007 50.227799100000006 55.388132500000005 52.307266200000008 112.04500000000002 50.888703650000004 55.701368300000006 1.5000000000000002 53.310923100000004 53.204054050000003 50.158868250000005 104.75000000000001 53.145783300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 13 6 11 -7 10 12 -2 -6 -10 14 -5 16 -15 19 25 -3 21 22 24 -24 -20 26 28 -28 -19 -30
right_child=1 17 -4 4 5 7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 -18 18 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-183.27996767679343 5370.3753055715488 -22341.219169508451 98210.631509082566 8826.9163690358837 123621.67612945866 -2915.9539993286135 38309.855022665666 23885.722849126367 -13667.214284568243 38190.745032940809 26812.482723561461 376479.62541082979 2169.0975234619891 196462.63629853222 -23047.636291320661 -147235.62823660715 19763.646289062501 4527.7151282202531 -23977.992078620409 -344.73522639544751 34.452175721373443 -103828.07765095205 -8192.1812005965348 -40932.202368594357 3528.4994925976448 -19744.888607742592 65858.403661608842 19931.68561071168 -187775.95576171877 88359.261779122768
leaf_weight=2406059 27188 10114 366 3170 99 4726 4568 5961 11308 1444 4427 29 10271 99 2598 28 194 17269 4372 39008 1703034 494 11464 5220 27949 2222 1951 11851 36 645
leaf_count=2406059 27188 10114 366 3170 99 4726 4568 5961 11308 1444 4427 29 10271 99 2598 28 194 17269 4372 39008 1703034 494 11464 5220 27949 2222 1951 11851 36 645
internal_value=0 230.627 7029.05 6590.58 14624.8 21241.5 42196.7 12033.5 3433.25 -3349.81 8372.88 180910 -6129.57 -2091.49 -5529.89 59692.7 79467.4 -52.6095 79.9521 -4873.71 -174.84 -7375.63 -6403.33 -18435.7 -192.251 13223.3 15530.4 26423.7 7154.37 73761.8
internal_weight=0 1.9121e+06 76476 76110 21472 15383 4696 10687 54638 23023 31615 128 21579 6089 5768 321 293 1.83563e+06 1.78651e+06 49122 1.75253e+06 49499 49005 16684 32321 33974 31752 13802 17950 681
internal_count=4318164 1912105 76476 76110 21472 15383 4696 10687 54638 23023 31615 128 21579 6089 5768 321 293 1835629 1786507 49122 1752533 49499 49005 16684 32321 33974 31752 13802 17950 681
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 0 0 1 0 1 1 0 3 4 3 0 0 3 4 0 4 2 1 2 1 3 3 4 0
split_gain=1.97912e+13 5.14202e+13 1.41061e+14 2.54595e+14 2.93674e+14 2.38847e+14 6.22778e+14 2.16043e+14 2.16127e+14 3.25716e+14 4.68182e+14 3.24888e+14 2.13232e+14 1.99535e+14 3.62168e+14 1.59977e+14 1.58806e+14 1.58972e+14 1.52654e+14 1.49397e+14 1.45575e+14 2.26351e+14 1.35154e+14 2.67996e+14 2.01248e+14 1.9108e+14 1.33126e+14 1.52742e+14 1.3255e+14 1.3129e+14
threshold=100.05000000000001 94.040000000000006 53.140944450000006 82.957885500000017 83.006817700000013 82.902675200000019 55.099723300000008 55.899899800000007 37.832345550000007 55.628356700000005 37.39371280000001 37.457850350000008 56.110481950000008 24.500000000000004 2.5000000000000004 10.500000000000002 54.990279300000005 55.025681450000008 5.5000000000000009 3.5000000000000004 45.053747000000008 1.5000000000000002 14.500000000000002 38.984911950000004 16.500000000000004 38.969379750000009 22.500000000000004 5.5000000000000009 3.5000000000000004 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 19 -4 16 8 9 -3 26 29 -9 14 -13 -8 -7 18 -18 -5 22 -22 -10 24 25 -24 27 -11 -29 -12
right_child=-2 2 3 4 -6 6 15 12 20 10 11 13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.5748639242146061 -1272.74741189213 845.32973288381334 12753.599181484771 -53832.131568592442 11535.983551598321 -23884.79790707993 417400.04821428575 -54756.771517754685 6786.9984831298661 96240.483732876717 -46391.490312500006 -266119.01083669357 -7447.6562556787821 -6873.9495567039212 79835.523559416295 108815.87532552083 348329.23002717394 29764.470690230584 85213.306831822774 25443.065051055375 -197509.89213789685 -7368.3255966552142 140569.185546875 14188.660714543272 -19943.976432291667 424672.95093750005 47262.229027506517 -80983.838742628126 40740.167586482974 171635.70233070111
leaf_weight=4151454 118815 3889 7976 1433 2887 323 56 1062 5541 73 30 31 9258 432 1268 24 23 1030 534 285 63 10058 58 325 36 40 240 461 111 348
leaf_count=4151454 118815 3889 7976 1433 2887 323 56 1062 5541 73 30 31 9258 432 1268 24 23 1030 534 285 63 10058 58 325 36 40 240 461 111 348
internal_value=0 36.0107 3293.86 11501 -7944.8 20486.3 51479.4 -294.729 5098.27 19932.3 44725 70341.2 -12316.1 52000.1 71579.5 324825 40030.4 53039 96078.1 -40681.1 -1235.27 -8551.9 11106.7 63253.3 182253 256530 -16319.7 -39978 -57362.6 154332
internal_weight=0 4.19935e+06 47895 14571 4605 9966 1990 33324 23004 6883 2994 2109 10320 1731 1299 80 1910 1587 557 1718 16121 10121 6000 459 134 98 885 645 572 378
internal_count=4318164 4199349 47895 14571 4605 9966 1990 33324 23004 6883 2994 2109 10320 1731 1299 80 1910 1587 557 1718 16121 10121 6000 459 134 98 885 645 572 378
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=5 3 0 5 2 1 1 0 4 0 4 5 1 1 6 1 1 0 0 1 0 0 3 0 1 3 0 0 1 0
split_gain=1.88147e+13 8.37072e+13 1.46071e+14 1.45874e+14 1.34057e+14 1.33149e+14 2.28071e+14 4.32062e+14 2.71909e+14 1.9322e+14 2.64856e+14 2.69007e+14 4.07891e+14 2.29839e+14 2.11317e+14 2.94047e+14 1.92389e+14 4.7708e+14 2.82575e+14 1.90234e+14 3.62845e+14 6.9007e+14 1.93894e+14 1.86139e+14 1.86072e+14 2.75957e+14 1.96558e+14 1.84762e+14 1.84672e+14 2.31029e+14
threshold=88.015000000000015 14.500000000000002 43.642715500000008 110.05000000000001 4.5000000000000009 38.233559750000005 37.314272700000011 55.924336300000007 2.5000000000000004 55.591389050000011 3.5000000000000004 105.35000000000001 37.692869000000009 37.457850350000008 1.5000000000000002 37.559851850000008 30.468306550000005 54.648549400000007 54.484631300000011 38.950530550000003 45.112033650000008 45.133160800000006 3.5000000000000004 56.501468900000013 30.425002000000003 12.500000000000002 59.932719750000011 55.034903650000011 37.098288800000006 60.052595500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 6 16 8 -8 -10 11 13 14 -11 -13 -16 24 18 -18 20 -7 22 -22 -9 26 -26 -2 -23 29 -19
right_child=1 2 4 -5 -6 19 7 23 9 10 -12 12 -14 -15 15 -17 17 28 -20 -21 21 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=49.697304234434824 -4971.7002085707145 54355.221373091801 -11732.309595547906 -9066.7802596875008 -1875.6306882100935 -62236.728677092236 -28486.036666568871 -24948.397917357473 14578.27252024492 88166.683533276679 75175.040607681658 45463.669681078769 57494.081956143469 22499.682663114014 -104344.19146858378 -404166.59383223689 4023.3803529692991 -67716.138312849842 95485.495970018004 -549.39980729011188 32766.888979812957 -69416.395516765697 182922.01542207794 -178062.76074683783 29096.560749548007 210517.68035386028 14336.769490591039 1898.7771152930925 -4743.2536055736055 -1053.2306009135721
leaf_weight=4086520 11813 864 17270 625 68641 1460 932 1449 5299 717 1624 73 275 2077 235 38 2919 2081 382 98845 137 589 231 84 471 102 9522 948 1248 693
leaf_count=4086520 11813 864 17270 625 68641 1460 932 1449 5299 717 1624 73 275 2077 235 38 2919 2081 382 98845 137 589 231 84 471 102 9522 948 1248 693
internal_value=0 -876.729 -3318.83 27734.2 -3857.04 602.985 5340.68 16470.8 23246.1 27909.9 41929.4 26119.4 -33413 39351.2 -105666 -146078 465.747 -13566.4 14607.6 -1345.4 -24727.4 4019.86 127022 -33338.2 5156.17 61391.4 3645.84 -25430.2 -36689.9 -51062.4
internal_weight=0 231644 87400 1489 85911 144244 42034 12803 11270 10338 5039 3415 621 2794 346 273 29231 7323 3301 102210 3365 1905 368 1533 21908 573 21335 1537 4022 2774
internal_count=4318164 231644 87400 1489 85911 144244 42034 12803 11270 10338 5039 3415 621 2794 346 273 29231 7323 3301 102210 3365 1905 368 1533 21908 573 21335 1537 4022 2774
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 0 3 3 3 1 1 1 6 2 5 5 3 3 1 0 1 0 0 0 5 3 1 1 0 1
split_gain=1.90428e+13 9.78112e+13 1.54819e+14 1.27954e+14 1.0631e+14 1.41846e+14 1.53481e+14 1.53163e+14 1.75403e+14 1.48075e+14 1.85755e+14 1.26272e+14 1.2606e+14 2.05696e+14 1.85161e+14 1.40164e+14 1.25435e+14 1.94236e+14 2.1287e+14 3.57592e+14 1.93035e+14 3.2925e+14 2.62327e+14 2.41385e+14 2.17053e+14 1.63156e+14 1.92253e+14 1.5902e+14 1.47243e+14 1.98907e+14
threshold=45.087005000000012 45.013473000000012 38.891822450000006 74.010000000000005 44.005000000000003 45.03656895000001 24.500000000000004 5.5000000000000009 8.5000000000000018 38.950530550000003 38.975980350000007 38.92948375000001 1.5000000000000002 2.5000000000000004 120.05000000000001 225.45000000000002 10.500000000000002 16.500000000000004 38.92948375000001 45.047272400000004 39.011252750000004 45.053747000000008 45.084117700000007 45.053747000000008 81.910000000000011 18.500000000000004 38.911476500000006 39.110397700000007 45.055827000000008 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 9 7 -7 -9 11 12 -6 13 -11 -15 -14 -10 18 19 -18 23 -22 24 -20 -23 27 -27 28 29 -19
right_child=-2 2 4 -5 5 6 -8 8 16 10 -12 -13 15 14 -16 -17 17 25 20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-703.85935616655433 -77.894933936540909 -17071.970219895586 -207.7067924287158 -98010.723351500928 -472.78895878374806 10235.451568212562 24606.265708672763 -14712.02066720859 10124.705443298199 364128.44414062501 8251.018773171003 -53029.600327708133 25216.373270230561 42127.047841664476 276523.87144214526 -162612.6144140625 18655.383420981776 -12784.119590717866 -17157.484874575352 -57867.941258407256 19032.99450826272 -17459.077052870369 28709.879493583368 11667.285078817506 -57244.670387312864 53998.843904515321 -3212.7619567782913 -16736.204392836898 6993.690930635018 37182.894478673137
leaf_weight=280608 3795889 1625 100894 222 4734 17295 2996 7478 13407 24 20859 506 5871 378 37 40 914 958 3881 1840 2864 9555 1068 11555 1601 608 17303 1585 6838 4731
leaf_count=280608 3795889 1625 100894 222 4734 17295 2996 7478 13407 24 20859 506 5871 378 37 40 914 958 3881 1840 2864 9555 1068 11555 1601 608 17303 1585 6838 4731
internal_value=0 566.139 2040.78 -26800.4 2262.9 4057.17 2293.21 1647.19 -76.2176 9845.36 12809.9 -5547.93 27785.1 79486.3 63025.1 23945.3 1314.32 -494.546 -5844.59 -32471.3 -3442.22 -11485.8 -18636.1 4420.01 -23168.7 5065.17 -1270.68 13106.7 16882.6 28768.7
internal_weight=0 522275 241667 1847 239820 138926 106477 103481 86186 32449 27209 5240 6350 439 415 5911 78708 65301 33278 2754 30524 15088 12224 15436 11156 32023 17911 14112 12527 5689
internal_count=4318164 522275 241667 1847 239820 138926 106477 103481 86186 32449 27209 5240 6350 439 415 5911 78708 65301 33278 2754 30524 15088 12224 15436 11156 32023 17911 14112 12527 5689
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=5 6 3 2 4 2 2 4 3 4 0 3 3 3 1 1 2 2 1 1 0 2 3 0 2 2 0 1 1 1
split_gain=1.85954e+13 3.36166e+13 4.28662e+13 4.68711e+13 5.23933e+13 4.1219e+13 4.54871e+13 4.97186e+13 1.11874e+14 8.79759e+13 1.02465e+14 9.84567e+13 8.11972e+13 9.52409e+13 6.59516e+13 6.48894e+13 6.24657e+13 5.64494e+13 5.63025e+13 5.0829e+13 1.05043e+14 1.09086e+14 5.751e+13 5.61187e+13 7.01063e+13 9.02391e+13 8.47511e+13 6.80487e+13 6.55014e+13 8.87662e+13
threshold=225.45000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 24.500000000000004 16.500000000000004 2.5000000000000004 10.500000000000002 4.5000000000000009 55.010031850000011 4.5000000000000009 9.5000000000000018 13.500000000000002 92.815157350000007 38.058342000000003 6.5000000000000009 1.5000000000000002 83.026705000000007 82.91993380000001 45.067452850000002 15.500000000000002 4.5000000000000009 55.619594000000006 2.5000000000000004 5.5000000000000009 53.37994195000001 47.981192400000005 38.781124500000011 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 17 10 18 15 -13 16 19 -12 -14 -3 -9 20 21 -11 -21 24 26 -26 -22 -27 -25 -30
right_child=1 5 3 -5 -6 -7 -8 9 -10 14 11 12 13 -15 -16 -17 -18 -19 -20 22 23 -23 -24 28 25 27 -28 -29 29 -31
leaf_value=-6.522665112125023 123704.31398437501 -3888.8076263812409 -25755.350317663437 -2885.822142871777 -151881.28932414504 -133545.05265625002 62576.207502441415 11213.417988015521 -39926.408078486245 2458.7440012668922 176238.01205357144 -133194.1286217731 -55542.063525543213 -123064.30361111111 174009.16769831732 -20293.55481073289 175849.41919642859 51858.821361252289 -91257.651244703389 -149706.43761574075 45940.012239583331 -203109.78822916668 -656.96586789659636 -46536.629536897592 6266.1200010429311 306587.2154761905 291377.92720588238 76315.666524621221 227926.84456018519 31905.767343750005
leaf_weight=4313902 20 238 87 286 53 20 160 588 221 185 21 184 20 45 26 84 28 767 59 27 24 30 628 83 103 21 34 33 27 160
leaf_count=4313902 20 238 87 286 53 20 160 588 221 185 21 184 20 45 26 84 28 767 59 27 24 30 628 83 103 21 34 33 27 160
internal_value=0 6602.1 -19376 -26093.4 -73503 9638.32 10392.7 8096.41 24491.4 -243.943 -22378.1 -63445.9 -94702.8 -18547.9 16248.5 19012.8 79436.3 38656.9 1869.07 13221.3 31956.5 -26225.2 -6800.99 57748.4 95867.8 61160.2 189817 165866 27394.1 60208.3
internal_weight=0 4262 446 426 140 3816 3796 3636 1226 2410 1029 382 277 93 1381 105 48 1005 647 1355 700 215 655 485 215 157 58 54 270 187
internal_count=4318164 4262 446 426 140 3816 3796 3636 1226 2410 1029 382 277 93 1381 105 48 1005 647 1355 700 215 655 485 215 157 58 54 270 187
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=0 3 0 2 1 0 0 1 6 5 0 1 3 0 0 1 1 1 1 0 0 5 1 1 0 1 4 1 0 1
split_gain=1.79431e+13 1.9953e+14 2.57923e+14 2.05016e+14 2.1007e+14 2.83176e+14 1.95302e+14 2.27378e+14 1.91679e+14 2.49994e+14 2.74331e+14 8.47447e+14 5.29245e+14 4.04167e+14 3.79878e+14 7.49218e+14 1.27177e+15 2.38846e+14 3.38359e+14 2.33298e+14 5.60558e+14 9.07617e+14 3.86443e+14 3.51934e+14 2.91247e+14 2.38925e+14 2.30914e+14 1.99348e+14 1.97338e+14 4.49467e+14
threshold=56.663136550000011 5.5000000000000009 61.785186750000001 2.5000000000000004 65.659480050000013 60.693675950000006 56.367862600000002 38.096381250000007 1.5000000000000002 89.00500000000001 59.916647550000008 30.102666750000001 4.5000000000000009 59.950068600000009 59.755965500000009 30.502469200000004 30.578016350000002 30.102666750000001 30.305955500000003 59.916647550000008 59.882016200000002 62.015000000000008 30.578016350000002 30.207352000000004 59.990816400000007 30.323743050000001 2.5000000000000004 30.362552800000003 59.950068600000009 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 -3 -5 -6 -1 -8 9 10 14 12 -12 -13 27 17 26 -16 -19 20 -10 22 -22 24 -21 -23 -17 -2 29 -25
right_child=1 3 -4 4 5 -7 7 -9 19 -11 11 13 -14 -15 15 16 -18 18 -20 23 21 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-15.536859129490871 -43630.001176466052 -4681.599632787631 -8410.142116474859 471.85200715048632 -30889.063726322111 1839.5134857730984 -32765.375615971338 -4628.7959614103038 2243.8168150928304 -28903.721388266982 -25290.900967977337 -96795.449867837655 283203.68610413023 -2669.8706011475319 -82984.359683277027 378569.10440924659 88891.32260688825 86319.793805769383 -2504.7326989345866 -141366.24219743113 10510.536860096976 -58179.957019669848 -78045.628119889108 29667.743934005419 -10775.541726596033 -132307.25012940788 712122.2293103449 16974.557395333057 8323.5784936994442 -60214.32137753244
leaf_weight=3334748 569 100898 19283 560465 5045 5554 3066 45426 176895 1297 91 733 143 1208 185 73 549 765 976 177 3342 1071 578 9756 4860 732 29 11766 27294 590
leaf_count=3334748 569 100898 19283 560465 5045 5554 3066 45426 176895 1297 91 733 143 1208 185 73 549 765 976 177 3342 1071 578 9756 4860 732 29 11766 27294 590
internal_value=0 387.773 2723.07 -526.11 208.099 -13738.9 -107.157 -6407.79 3604.07 13422.3 16635.1 -16542.4 163234 -38215.5 21474.2 56393.6 149137 25045.6 36525 2802.91 1247.28 -29555.1 -2546.98 9459.54 -15364.5 -88274.9 473403 14178.9 12781.5 24542.1
internal_weight=0 934924 262962 671962 571064 10599 3.38324e+06 48492 243679 18384 17087 2175 234 1941 14912 2577 651 1926 1741 225295 182618 5723 3920 42677 5037 1803 102 12335 37640 10346
internal_count=4318164 934924 262962 671962 571064 10599 3383240 48492 243679 18384 17087 2175 234 1941 14912 2577 651 1926 1741 225295 182618 5723 3920 42677 5037 1803 102 12335 37640 10346
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=5 1 3 0 3 5 0 4 4 1 3 3 4 1 1 5 5 0 0 1 5 0 5 0 0 5 3 3 3 5
split_gain=1.78407e+13 2.65637e+13 3.44008e+13 3.01099e+13 6.0612e+13 4.71882e+13 4.62797e+13 3.69885e+13 3.70881e+13 4.76173e+13 3.43961e+13 2.63696e+13 2.22597e+13 5.20482e+13 2.5936e+14 1.46337e+14 8.07293e+13 9.99197e+13 1.71498e+14 1.59819e+14 9.57877e+13 7.23241e+13 6.53363e+13 1.1338e+14 8.17515e+13 6.95552e+13 6.4143e+13 7.28662e+13 7.59801e+13 6.3514e+13
threshold=20.010000000000002 103.85249100000001 5.5000000000000009 57.106514900000001 13.500000000000002 13.050000000000002 56.338501050000012 4.5000000000000009 3.5000000000000004 40.810045900000013 9.5000000000000018 3.5000000000000004 1.0000000180025095e-35 37.582182450000005 37.642309100000013 28.035000000000004 45.985000000000007 55.695992150000002 55.793358600000012 37.615058950000012 32.910000000000004 44.580511600000001 50.005000000000003 55.769960200000007 60.035045000000004 132.05000000000004 15.500000000000002 24.500000000000004 21.500000000000004 42.895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 11 -6 7 8 -1 10 -10 -5 13 21 15 26 17 -17 19 20 -19 29 -23 25 -25 -24 -15 28 -28 -2
right_child=12 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1854.2626425548694 -10143.04782652366 5613.4604838301493 67998.132046584447 13663.868132908168 74727.352198186913 5623.322511720592 12122.190829558756 -82257.946765350876 63237.184412042028 3542.2892727218514 215317.46595336916 -13008.57680498722 -29.839331594748145 37753.284117337222 1247.3167835360111 10790.717273267663 -15737.138331777838 168689.57335069447 21366.119433593751 121129.14035432362 424444.53828125005 -2137.5167340871863 9710.4923722360109 -57890.956243605848 91033.431998697924 190686.71689028534 10228.666961273639 33390.011491925419 -78316.663278581793 158675.99086538464
leaf_weight=42783 39 328 121 393 106 1458 2545 57 58 131 20 6521 4047321 905 181938 115 79 27 128 210 32 31084 277 672 39 23 206 313 183 52
leaf_count=42783 39 328 121 393 106 1458 2545 57 58 131 20 6521 4047321 905 181938 115 79 27 128 210 32 31084 277 672 39 23 206 313 183 52
internal_value=0 -1797.48 22425.4 -1998.62 -7471 10306.8 -981.061 -1755.71 -1648.98 40373.9 102232 -11492.5 22.9852 1011.32 1659.83 35805 78352.8 92870.6 116647 161985 307404 -2698.81 -2951.22 -27969.2 -49722.1 23585.3 20157.4 -2526.74 -31426.3 86325
internal_weight=0 54521 449 54072 8478 1564 45594 43049 42992 209 78 6914 4.26364e+06 216322 184136 2198 591 512 397 269 59 32186 32095 1011 711 300 1607 702 389 91
internal_count=4318164 54521 449 54072 8478 1564 45594 43049 42992 209 78 6914 4263643 216322 184136 2198 591 512 397 269 59 32186 32095 1011 711 300 1607 702 389 91
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 2 1 1 3 1 1 3 5 5 6 0 1 5 1 1 0 0 1 1 0 3 5 1
split_gain=1.81064e+13 1.05398e+14 1.56702e+14 1.45727e+14 1.36541e+14 1.12994e+14 2.20952e+14 2.82678e+14 1.14676e+14 2.83899e+14 1.10265e+14 1.89458e+14 1.22081e+14 9.71469e+13 9.9127e+13 9.63776e+13 9.62465e+13 8.33681e+13 4.36614e+14 3.63255e+14 3.17635e+14 6.70448e+14 6.21662e+14 5.13134e+14 8.90749e+14 4.42122e+14 1.04763e+15 6.75397e+14 5.26253e+14 7.0025e+14
threshold=55.899899800000007 55.924336300000007 37.597123000000003 37.533784800000006 4.5000000000000009 5.5000000000000009 37.712318250000003 2.5000000000000004 37.767735350000002 37.737121850000008 10.500000000000002 37.726745000000001 37.712318250000003 25.500000000000004 97.050000000000011 57.995000000000012 1.5000000000000002 55.801980100000009 48.712293450000011 36.995000000000012 37.362912300000012 37.342273500000012 55.826364100000013 55.820531900000013 37.314272700000011 37.417247200000006 55.87722990000001 8.5000000000000018 75.750000000000014 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 13 -5 6 7 -4 9 10 11 -7 -12 14 -2 -13 -10 -1 19 -19 21 23 -23 24 -21 26 -22 -28 -27 -30
right_child=1 -3 5 4 -6 8 -8 -9 16 -11 12 15 -14 -15 -16 -17 -18 18 -20 20 25 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=4.4321009622986827 15985.120508729595 166.44372659560565 -32020.135639881519 309485.47173295455 56313.28856644404 -961.68880663040045 13481.590712305224 470364.99401041673 -30465.279877553854 49593.976559114322 -4387.3649119200636 -55370.163614699784 19653.012219816654 101094.88471260072 -55362.266446222042 -169336.01949404762 -3899.1745844467587 4784.1492913186212 5720.3577139205454 78556.112136598807 -39530.862476232636 -72680.911034640463 88442.201475348033 -11318.563561747429 -59277.785011197317 -10400.613005260682 238004.63195352361 27821.471405442055 22461.526952020136 -41618.099958039827
leaf_weight=2828192 4286 1260308 21 22 672 782 5847 24 1611 1348 5747 253 3340 128 204 105 8885 30242 52101 1696 9155 284 1527 10450 648 77058 196 695 10293 2044
leaf_count=2828192 4286 1260308 21 22 672 782 5847 24 1611 1348 5747 253 3340 128 204 105 8885 30242 52101 1696 9155 284 1527 10450 648 77058 196 695 10293 2044
internal_value=0 313.113 5868.3 21613.3 64338.9 2877.3 15180.4 235919 -407.102 6456.9 771.086 -28544.7 4448.87 15192.4 12743.5 -88795.9 -7976.73 -133.915 -2126.25 -4959.59 -7543.37 6227.32 63175 -1833.66 40451.9 -9565.89 -29456.5 74057 -7330.63 11844.8
internal_weight=0 1.29358e+06 33275 5312 694 27963 5892 45 22071 11575 10227 1140 9087 4618 4490 358 10496 3.02458e+06 196389 144288 114046 14605 1811 12794 2344 99441 10046 891 89395 12337
internal_count=4318164 1293583 33275 5312 694 27963 5892 45 22071 11575 10227 1140 9087 4618 4490 358 10496 3024581 196389 144288 114046 14605 1811 12794 2344 99441 10046 891 89395 12337
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=3 2 4 5 4 3 0 0 0 1 1 1 1 1 3 3 0 6 1 0 2 0 0 4 5 5 1 0 1 5
split_gain=1.89165e+13 1.18983e+14 1.41719e+14 1.05003e+14 2.01032e+14 2.49503e+14 2.20368e+14 2.70362e+14 2.32402e+14 3.67949e+14 2.15959e+14 3.35207e+14 2.10799e+14 2.05202e+14 1.91552e+14 1.91139e+14 1.87499e+14 4.28421e+14 1.91102e+14 2.70522e+14 1.82097e+14 1.81228e+14 1.76461e+14 1.63129e+14 1.5141e+14 1.48973e+14 1.43866e+14 1.4179e+14 1.40255e+14 1.34376e+14
threshold=9.5000000000000018 8.5000000000000018 2.5000000000000004 80.00500000000001 3.5000000000000004 4.5000000000000009 50.565831500000009 55.110554300000004 55.078308950000007 82.837870700000011 37.098288800000006 37.889331900000009 57.550671000000001 82.933113850000026 3.5000000000000004 7.5000000000000009 55.674875350000008 1.5000000000000002 30.102666750000001 57.692655200000004 4.5000000000000009 59.939091550000008 55.099723300000008 2.5000000000000004 137.05000000000004 82.00500000000001 38.058342000000003 60.693675950000006 65.58467570000002 81.910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 23 15 8 -8 12 24 14 -10 22 -12 20 17 -9 19 -18 -7 -21 -11 25 -6 -5 -27 -23 -20 -19
right_child=-2 2 -4 4 10 6 7 16 9 13 11 -13 -14 -15 -16 -17 18 29 28 21 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-289.45043291279342 188.91711082947609 -1150.9682434278041 -11207.130730847786 33311.875820337475 -24807.404698841361 142.25254631924361 20028.04348346806 -75001.215215410499 179342.65303819446 140866.77923252786 -29294.756381516963 -2323.9687853523965 -7881.8807178403258 -16179.420817403592 45951.051248344804 14069.741976943244 -310999.674375 -70112.880437309446 12279.595696777387 -69543.152296507949 -27447.755961659121 62749.436866166216 326444.87180147064 -281.15809362342299 8960.7594230874256 -64470.876666446675 -17100.677716278155 -95695.869645182291 -14249.539931656553 14895.803395502739
leaf_weight=1749105 2379540 42018 21027 391 6320 6748 14793 896 72 129 398 31831 365 47 2256 5040 35 205 27922 431 3706 262 85 15710 1681 947 1985 72 2146 2001
leaf_count=1749105 2379540 42018 21027 391 6320 6748 14793 896 72 129 398 31831 365 47 2256 5040 35 205 27922 431 3706 262 85 15710 1681 947 1985 72 2146 2001
internal_value=0 -231.884 -4504.94 -88.2512 2694.29 5529.9 8480.27 11740.3 22688.6 79075.9 -2911.26 522.894 22965.2 173024 34667 -1926.55 6747.59 -16688.5 9102.74 -39134.8 -9638.56 -26696.5 214578 -4539 -17712.8 -24668.6 -32400.7 28593.6 10386.2 6996.08
internal_weight=0 1.93862e+06 63045 1.87558e+06 126474 83988 64955 49461 15491 698 42486 34485 437 261 2654 15494 33970 3102 30868 800 10454 765 214 19033 8001 3323 2932 334 30068 2206
internal_count=4318164 1938624 63045 1875579 126474 83988 64955 49461 15491 698 42486 34485 437 261 2654 15494 33970 3102 30868 800 10454 765 214 19033 8001 3323 2932 334 30068 2206
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=5 5 1 3 4 2 6 1 6 4 3 0 1 3 1 1 1 0 0 1 0 0 3 3 2 4 2 1 1 3
split_gain=2.17999e+13 7.03706e+13 1.16924e+14 1.32194e+14 1.66585e+14 1.01059e+14 9.75911e+13 1.27898e+14 9.32222e+13 1.1626e+14 1.10081e+14 1.28173e+14 7.87506e+13 7.55035e+13 8.71901e+13 1.70249e+14 8.50099e+13 7.36838e+13 7.05155e+13 3.07128e+14 1.61667e+14 1.97925e+14 1.69235e+14 1.38719e+14 2.40988e+14 2.40204e+14 1.79647e+14 1.71147e+14 1.61089e+14 1.57171e+14
threshold=88.015000000000015 91.050000000000011 37.855187800000003 24.500000000000004 2.5000000000000004 16.500000000000004 1.5000000000000002 30.362552800000003 1.5000000000000002 2.5000000000000004 21.500000000000004 55.68356880000001 37.692869000000009 13.500000000000002 30.388336800000001 37.214886200000009 30.362552800000003 55.674875350000008 44.580511600000001 40.810045900000013 43.056445700000005 43.642715500000008 10.500000000000002 6.5000000000000009 1.5000000000000002 2.5000000000000004 13.500000000000002 39.969502550000009 39.666208800000007 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -6 -8 9 -2 13 -12 17 -11 16 -16 -15 -9 19 23 -21 -22 -23 24 25 -3 -25 -26 -27 -28
right_child=1 18 -4 4 6 -7 7 12 -10 10 11 -13 -14 14 15 -17 -18 -19 -20 20 21 22 -24 26 27 28 29 -29 -30 -31
leaf_value=53.494756780220769 49726.326005888703 287353.79345128679 -8753.7789404435734 -125759.54135470922 -25756.810541434181 43284.18446283607 135639.35218240489 113049.45224294356 12295.075541662474 -3875.1236950959242 170576.99687500001 11563.704188351287 146088.95890625002 -59826.941055738753 60657.156424986926 -38235.35857227604 -211952.9808022104 -55312.029876746892 -701.26108924385062 7337.0023552368875 -38889.160079981004 17717.750928426216 -81945.919801839205 55581.584833417524 -16018.029524896816 -51821.913891349875 -275512.12223011366 119731.00104166668 111893.38555599166 -1166.6131610805392
leaf_weight=4086520 333 51 25616 144 1271 716 92 31 6156 1550 55 647 30 353 209 1042 41 161 179145 5687 2202 1513 192 2119 1501 97 22 99 158 411
leaf_count=4086520 333 51 25616 144 1271 716 92 31 6156 1550 55 647 30 353 209 1042 41 161 179145 5687 2202 1513 192 2119 1501 97 22 99 158 411
internal_value=0 -943.721 -4850.82 2941.12 -22779.3 6946.76 -13423.4 36499.3 4441.7 -6987.47 -11833.7 24022 -4585.74 -19711.8 -34634 -21713.7 -75657.3 -28128.7 -166.193 6655.23 -3422.46 -19083.8 6494.63 28343.3 7931.68 89240.1 43588 -7618.56 49617.4 -15105.6
internal_weight=0 231644 38447 12831 1729 11102 1585 314 10386 4230 3897 702 222 3195 1645 1251 394 192 193197 14052 9594 3907 1705 4458 1906 306 2552 1600 255 433
internal_count=4318164 231644 38447 12831 1729 11102 1585 314 10386 4230 3897 702 222 3195 1645 1251 394 192 193197 14052 9594 3907 1705 4458 1906 306 2552 1600 255 433
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 1 0 3 1 0 1 0 3 3 5 1 6 0 2 3 1 0 5 3 1 4 1 6 3 2
split_gain=1.81917e+13 4.65006e+13 3.60476e+14 3.94138e+14 3.06615e+14 3.00505e+14 2.44018e+14 2.21367e+14 1.37264e+14 1.29104e+14 1.82929e+14 1.54866e+14 1.2811e+14 1.23544e+14 1.65199e+14 1.23285e+14 1.02778e+14 1.08425e+14 1.02691e+14 1.0263e+14 1.02537e+14 1.28707e+14 1.0157e+14 1.22428e+14 1.15294e+14 1.08396e+14 9.99397e+13 9.44991e+13 2.57156e+14 1.60298e+14
threshold=100.05000000000001 49.177301950000007 49.964253350000007 50.158868250000005 49.073956850000009 52.307266200000008 53.145783300000012 5.5000000000000009 47.554129950000011 54.708501450000007 83.691301500000009 54.736324100000012 14.500000000000002 24.500000000000004 161.85000000000002 55.957851400000003 1.5000000000000002 55.795550600000006 3.5000000000000004 3.5000000000000004 49.148175700000003 55.812836050000008 120.05000000000001 4.5000000000000009 50.227799100000006 2.5000000000000004 49.111504200000006 1.5000000000000002 13.500000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 8 22 -4 19 -2 10 -7 15 16 14 -14 -11 -9 -18 -8 -6 21 26 25 24 -24 -5 -21 28 -13 -30
right_child=1 2 3 5 7 9 18 12 -10 11 -12 27 13 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=34.52484576670637 -166.15721460168186 -51894.180056980244 -155092.49046529134 -176074.46915760869 238050.01346409574 -52176.016041697061 17256.091451671513 88169.39913578541 -26297.513966404978 98347.815074136233 -4852.1226024364214 39992.563588832891 43654.244044424639 -87192.103147977949 235133.23058510639 3880.314137829635 -42025.283449925861 21634.378603032179 97493.127972826915 -15180.212647804054 -110246.37185997596 7630.0776272957783 189529.66170572917 -98824.936614550781 -59389.346751434954 -18396.110505356475 163188.82977952226 -3177.6632539222087 -23310.200722552116 13999.975144570857
leaf_weight=4199349 67361 1501 48 46 47 1178 215 113 2072 284 2664 1993 1090 68 47 269 569 505 618 37 26 114 30 500 49 835 208 31683 2110 2535
leaf_count=4199349 67361 1501 48 46 47 1178 215 113 2072 284 2664 1993 1090 68 47 269 569 505 618 37 26 114 30 500 49 835 208 31683 2110 2535
internal_value=0 -1220.23 -3684.78 -2078.76 367.769 -3399.56 64150.3 32668.1 -945.962 -1874.76 -19362.2 -146.441 20769.8 43738.9 51569.4 52395.3 -2547.5 -12092.2 76783.7 98549.5 81519.6 95407.9 -48011.5 -80546.9 35136.9 -26629 136251 -904.656 9944.35 -2948.24
internal_weight=0 118815 46558 45057 72257 44176 881 2824 69433 42716 3842 38874 2392 1205 1137 553 1187 1074 833 432 385 359 1460 579 79 881 245 38321 6638 4645
internal_count=4318164 118815 46558 45057 72257 44176 881 2824 69433 42716 3842 38874 2392 1205 1137 553 1187 1074 833 432 385 359 1460 579 79 881 245 38321 6638 4645
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=0 4 3 0 1 1 3 0 1 0 1 5 5 1 1 1 1 1 1 5 1 3 0 1 3 1 0 5 1 5
split_gain=1.81488e+13 1.66168e+14 1.3904e+14 1.34233e+14 1.44147e+14 9.10316e+13 1.46609e+14 9.37769e+13 1.84255e+14 1.39464e+14 8.45095e+13 8.0797e+13 7.25682e+13 7.22336e+13 6.99733e+13 1.63347e+14 7.77383e+13 7.56184e+13 6.35422e+13 6.32731e+13 5.4778e+13 7.27747e+13 5.44605e+13 1.92384e+14 1.59747e+14 1.98823e+14 3.24101e+14 7.80013e+13 7.6041e+13 1.02919e+14
threshold=60.693675950000006 2.5000000000000004 5.5000000000000009 61.785186750000001 33.101335500000005 39.753614400000011 5.5000000000000009 61.674413550000004 30.102666750000001 61.785186750000001 39.969502550000009 48.035000000000004 65.045000000000016 30.502469200000004 113.46563545000002 59.76223980000001 65.659480050000013 57.550671000000001 78.608766650000021 69.610000000000014 54.845880150000006 2.5000000000000004 61.785186750000001 49.964253350000007 8.5000000000000018 34.359746700000009 63.563300600000012 128.92000000000004 114.17164950000002 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 12 6 7 8 19 11 -7 -9 -3 -11 15 17 -17 20 -18 -2 21 -5 27 24 25 -24 -27 -4 -25 -30
right_child=1 2 22 14 -6 10 -8 9 -10 13 -12 -13 -14 -15 -16 16 18 -19 -20 -21 -22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=-24.250119796831576 7810.1853856882344 2600.2431949371085 14772.199633386232 -38429.817329000522 23395.356356830391 47992.591885699294 -23595.304589046045 7363.9750146532815 -70160.08182994416 -199059.43375 937.01776735529938 39376.933961895804 -64342.564620795813 -8570.965595740121 17391.486060174782 -62452.661832687343 92709.429029605264 82706.228573638611 -25284.318594560249 -123909.06118421053 -41275.763489259116 4953.1647502650185 3845.1161830357146 3323.2356651665432 48994.504148588916 577513.90203804348 138927.30702814981 -68760.569575407615 82058.64262809245 -26248.793563350555
leaf_weight=4258578 905 359 4000 447 3640 387 4323 2646 554 20 27691 1123 295 4273 934 806 57 101 229 38 374 2865 49 1805 1040 23 63 115 300 124
leaf_count=4258578 905 359 4000 447 3640 387 4323 2646 554 20 27691 1123 295 4273 934 806 57 101 229 38 374 2865 49 1805 1040 23 63 115 300 124
internal_value=0 1733.14 9880.97 2220.4 15629.1 -1689.49 -8313.72 -1402.72 -24388.1 2865.35 1585.59 16902.5 -27595.7 -9458.4 -7684.5 -12484.9 -46559.1 -2659.39 -1768.08 2502.3 -4998.49 -901.966 20178.3 29535.6 62279.1 164620 256224 12437.7 12275.1 50383.8
internal_weight=0 59586 17626 10107 4294 41960 13882 9559 1497 8062 28078 3769 654 4293 5813 4879 1092 3787 286 943 3686 3312 7519 3404 1175 135 86 4115 2229 424
internal_count=4318164 59586 17626 10107 4294 41960 13882 9559 1497 8062 28078 3769 654 4293 5813 4879 1092 3787 286 943 3686 3312 7519 3404 1175 135 86 4115 2229 424
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 3 0 0 4 2 4 0 3 1 3 0 4 4 0 0 0 2 0 0 1 0 3 2 1 0
split_gain=1.79972e+13 2.81715e+13 3.74202e+13 4.80763e+13 4.0864e+13 5.57371e+13 3.39301e+13 4.71749e+13 3.0488e+13 4.36033e+13 2.67455e+13 1.0089e+14 7.49456e+13 5.75849e+13 7.73331e+13 6.13048e+13 5.71553e+13 5.1715e+13 1.24307e+14 7.75924e+13 1.24892e+14 9.92304e+13 7.95437e+13 7.27053e+13 7.92143e+13 6.87447e+13 7.28061e+13 6.20313e+13 5.98172e+13 4.47805e+13
threshold=225.45000000000002 63.563300600000012 59.846652800000008 59.916647550000008 30.315880100000005 5.5000000000000009 60.052595500000002 59.982527000000012 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 56.054485600000007 9.5000000000000018 37.855187800000003 17.500000000000004 45.047272400000004 2.5000000000000004 4.5000000000000009 55.020029900000004 57.057093650000006 57.641335050000002 8.5000000000000018 56.791364150000007 45.029420750000007 65.551978750000004 53.340367100000002 4.5000000000000009 4.5000000000000009 38.959914000000005 55.993277250000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 -5 7 -6 9 -2 11 12 -10 14 15 -12 -15 18 -18 21 27 22 -20 28 -25 -26 -27 -21 -19 -28
right_child=1 -3 3 4 6 -7 -8 -9 10 -11 13 -13 -14 16 -16 -17 17 23 19 20 -22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-6.4168876671577273 1165.6219983552633 119362.84646661932 -135948.46739823194 193210.11164062502 -33634.59440861192 -16058.778080357144 4141.0189023437506 -213673.58465909094 -5003.2058213487808 159597.20556640625 208689.01958705357 62581.869505208335 -91081.317946024967 33905.012190566893 -111971.4615271935 52327.410671030681 5812.0061219262298 -148822.51133720932 -107791.56169772508 225702.79947916666 -164250.70874999999 20547.976069078948 -318432.88468750002 54224.197745857658 161249.77095853366 -119463.01948912378 -382.27657554059181 6612.9228794642859 -15036.129822916666 141565.93953804349
leaf_weight=4313902 38 22 38 20 43 35 75 22 278 32 28 135 159 605 26 240 732 43 173 24 25 57 20 455 26 51 659 28 150 23
leaf_count=4313902 38 22 38 20 43 35 75 22 278 32 28 135 159 605 26 240 732 43 173 24 25 57 20 455 26 51 659 28 150 23
internal_value=0 6495.03 5909.4 -33049 -12996.8 60039 -41689.5 -94570.9 8174.76 73591.5 7011.65 -12979.5 -36322.2 10409.8 52689.2 68663.7 6362.27 -394.978 -17087.1 -68347.4 19425.5 -95381.5 -129620 12168.6 21232.3 1454.51 -4213.53 107731 -44843.5 4404.83
internal_weight=0 4262 4240 233 195 55 140 65 4007 70 3937 572 437 3365 294 268 3071 2466 1059 327 77 250 193 1407 1214 759 733 52 193 682
internal_count=4318164 4262 4240 233 195 55 140 65 4007 70 3937 572 437 3365 294 268 3071 2466 1059 327 77 250 193 1407 1214 759 733 52 193 682
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=1 0 6 3 1 5 1 3 5 4 3 3 5 3 3 0 1 0 6 3 3 0 5 0 2 5 5 4 0 2
split_gain=1.77785e+13 9.37184e+13 1.60343e+14 3.59925e+14 7.46695e+14 2.50495e+14 2.50138e+14 1.56628e+14 1.44242e+14 1.54146e+14 1.26685e+14 1.23818e+14 1.06023e+14 9.87638e+13 1.43035e+14 1.168e+14 1.16641e+14 3.52985e+14 2.45972e+14 2.48607e+14 3.40918e+14 1.97327e+14 1.76465e+14 1.66855e+14 2.24426e+14 2.10796e+14 2.06219e+14 2.34471e+14 1.79648e+14 2.55826e+14
threshold=30.160599000000001 54.708501450000007 1.5000000000000002 8.5000000000000018 20.507360500000004 116.06000000000002 20.507360500000004 4.5000000000000009 110.05000000000001 2.5000000000000004 9.5000000000000018 7.5000000000000009 102.01000000000001 23.500000000000004 16.500000000000004 59.846652800000008 20.507360500000004 54.940316550000006 1.5000000000000002 5.5000000000000009 9.5000000000000018 54.943649450000002 56.205000000000005 54.736324100000012 6.5000000000000009 116.06000000000002 101.05000000000001 3.5000000000000004 54.725565150000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -4 -5 -6 -9 11 -8 -10 -1 14 16 -16 17 18 19 22 -21 -19 -3 24 25 26 -20 28 -28 -30
right_child=-2 13 5 6 7 -7 10 8 9 -11 -12 -13 -14 -15 15 -17 -18 21 23 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-6596.1131617769279 -26.310424546717854 5094.6443205656833 -24741.722663878798 -3297.3152881479177 -123847.10982142857 -270955.80749627977 -122422.9944581117 145832.40044087879 48682.957622466223 125036.76994782561 -38630.001228338413 -164687.34643895351 -135927.72418376867 -27023.864068313142 -29628.850660620607 23655.927844985526 -481.30583832256826 166381.17661528717 18833.714847113628 -43061.384396995047 6588.6064389456806 44502.939861669962 107281.58588025323 -8290.0201922834785 77660.408280924879 -45063.830128182213 210346.06706042925 -61711.613802083339 -191476.21992187502 169227.871752451
leaf_weight=1175 4246761 405 2557 4717 28 42 235 548 74 143 777 43 67 1072 449 4909 41841 148 2006 2508 3083 1297 290 1396 841 437 166 66 32 51
leaf_count=1175 4246761 405 2557 4717 28 42 235 548 74 143 777 43 67 1072 449 4909 41841 148 2006 2508 3083 1297 290 1396 841 437 166 66 32 51
internal_value=0 1564.84 -7206.51 -44.353 35607.4 -28720.6 -12975.8 108672 116729 55389.4 -58087.9 -29735.2 -13572.9 3061.22 3599.41 19190.7 2068.49 10451.8 4491.15 -8671.7 -15683.3 56986 47733.8 21056 32439 18649.5 30645.5 105866 150284 30161.2
internal_weight=0 71403 10406 7807 2078 2599 5729 836 808 260 1012 117 1242 60997 59925 5358 54567 12726 11281 6286 5591 1445 695 4995 3599 2758 2321 315 249 83
internal_count=4318164 71403 10406 7807 2078 2599 5729 836 808 260 1012 117 1242 60997 59925 5358 54567 12726 11281 6286 5591 1445 695 4995 3599 2758 2321 315 249 83
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=3 0 1 0 0 1 0 1 5 1 1 1 0 0 5 5 0 5 0 1 5 1 1 1 6 1 0 4 5 1
split_gain=1.78494e+13 8.68494e+13 6.76007e+13 1.11926e+14 2.43096e+14 1.42106e+14 1.71709e+14 2.59514e+14 1.57429e+14 8.27115e+13 8.06258e+13 1.41105e+14 7.74392e+13 6.52156e+13 7.98576e+13 6.46332e+13 6.43873e+13 8.90027e+13 6.22157e+13 8.85589e+13 1.56395e+14 1.06524e+14 1.05076e+14 9.589e+13 7.82997e+13 6.19571e+13 6.12273e+13 6.09456e+13 7.1714e+13 6.50652e+13
threshold=2.5000000000000004 57.692655200000004 37.889331900000009 55.455204450000004 55.91302515000001 37.436176200000013 55.68356880000001 37.642309100000013 42.205000000000005 36.761894450000007 43.868031300000006 47.208373000000009 55.784980300000008 56.093493200000005 128.92000000000004 43.405000000000008 44.893607100000004 97.050000000000011 54.920670650000005 60.479177250000006 88.015000000000015 60.55755580000001 60.837513500000007 49.323301500000007 1.5000000000000002 49.111504200000006 57.581016350000006 4.5000000000000009 123.15000000000002 83.00362155000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 -7 8 -8 -1 15 -12 -9 14 -6 -4 -11 -18 -13 23 22 -22 -21 25 -23 -20 -17 28 -26 -29
right_child=-2 -3 10 4 13 6 7 12 -10 16 11 18 -14 -15 -16 26 17 -19 19 20 21 24 -24 -25 27 -27 -28 29 -30 -31
leaf_value=22688.271180984419 -33.33672018391443 -7013.3030837796996 2020.1195598145587 -30632.964375886462 19753.342272281527 -41041.789168599447 -122064.61871279763 67169.59239864866 -370465.76165865385 14648.289733638385 -15456.315433380572 -2477.3335759264587 -117981.93614291488 -12625.553610778697 212954.48536931816 8892.2253033109628 -10494.517168397575 -106847.53963671876 2087.4201945820296 25944.384981690382 267181.61458333337 151339.33731884058 4237.9779355660421 -9950.3024554342046 21502.855470961087 31627.364310963196 37502.167589812248 22568.159702034885 110400.85217674366 -182960.3471354167
leaf_weight=1501 4205107 11458 19662 1050 777 240 42 37 65 1106 5125 18392 58 1078 22 21484 2320 100 2385 2624 24 69 14857 6325 265 1011 775 43 138 24
leaf_count=1501 4205107 11458 19662 1050 777 240 42 37 65 1106 5125 18392 58 1078 22 21484 2320 100 2385 2624 24 69 14857 6325 265 1011 775 43 138 24
internal_value=0 1239.95 2170.72 -6423.56 -20527.3 -50656.4 -98223.3 -166162 -272963 3028.46 2944.92 285.691 -45870.3 3421.95 25073 6197.95 -5340.62 -14476 2033.59 5021.7 9167 61043.9 7496.24 -2672.76 51865.3 10881.6 9888.35 37261.6 51944.4 -51054
internal_weight=0 113057 101599 8396 3369 1492 442 202 107 5027 93203 51282 95 1877 799 41921 3526 2420 46157 27765 18044 563 17481 9721 539 3396 22259 470 403 67
internal_count=4318164 113057 101599 8396 3369 1492 442 202 107 5027 93203 51282 95 1877 799 41921 3526 2420 46157 27765 18044 563 17481 9721 539 3396 22259 470 403 67
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=5 5 0 0 6 0 1 5 2 3 3 0 5 0 0 4 0 0 0 0 1 1 5 0 3 5 3 1 0 1
split_gain=1.76779e+13 6.51364e+13 9.97583e+13 2.27912e+14 1.14143e+14 1.08555e+14 1.24353e+14 1.0638e+14 9.94486e+13 9.08836e+13 8.98854e+13 1.38917e+14 1.06673e+14 9.43594e+13 2.04043e+14 9.67781e+13 1.11899e+14 1.10976e+14 8.11483e+13 9.52574e+13 1.09058e+14 1.74188e+14 1.4099e+14 1.17706e+14 1.54836e+14 1.3007e+14 1.2863e+14 2.28029e+14 2.56435e+14 2.01237e+14
threshold=88.015000000000015 82.00500000000001 54.942865800000007 54.947152850000002 1.5000000000000002 54.648549400000007 82.962740850000003 86.810000000000016 7.5000000000000009 14.500000000000002 19.500000000000004 44.580511600000001 85.020000000000024 45.005863250000004 45.053747000000008 3.5000000000000004 47.208883950000008 45.112033650000008 55.012873400000011 55.017766000000002 38.096381250000007 37.869926150000005 83.010000000000005 56.121679000000007 16.500000000000004 86.02500000000002 22.500000000000004 65.520339550000017 56.758269450000007 65.551978750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 10 -7 -6 -8 -10 13 12 -12 -3 -15 16 -16 -17 -5 -20 21 22 -21 24 -22 26 -25 28 -28 -29
right_child=-2 2 3 18 7 6 8 -9 9 -11 11 -13 -14 14 15 17 -18 -19 19 20 23 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-26.888346552693093 -849.8290801058962 -3944.063294583897 -6003.0414823376414 12258.817140800647 -84132.705013047787 13006.08651659655 25670.726310642789 -22035.945129903717 116517.9718147106 2410.6631391059032 -17630.629500159437 -15391.252928213822 175319.84232478487 38563.325592342961 -3792.9645472770048 69080.056730492724 17192.250636782926 -16063.651059801743 -5765.7047810138338 16840.108507202178 5555.5963498237334 -32221.646847197386 -3069.259903248043 4306.71850905671 -13558.441249292089 27340.957445203327 193459.62948545261 403178.71533203125 11989.870622084791 10294.782350852272
leaf_weight=3947004 231644 6023 8698 7651 302 4188 560 3190 311 90 49 3040 69 2264 3803 163 7657 2516 14911 4239 24627 1776 22105 10796 5119 4486 87 32 742 22
leaf_count=3947004 231644 6023 8698 7651 302 4188 560 3190 311 90 49 3040 69 2264 3803 163 7657 2516 14911 4239 24627 1776 22105 10796 5119 4486 87 32 742 22
internal_value=0 48.1725 2171.7 750.4 -12134.3 7202.53 20450.4 -27406.3 52892.5 90907.9 4536.29 -11259.1 95196.3 6760.57 10691.2 6228.19 10228.3 -10883.2 2376.44 1526.34 2995.07 -1909.19 134.347 5998.88 2266.25 12867.5 7308.08 44004.2 31034.3 243115
internal_weight=0 4.08652e+06 139516 108783 12190 30733 5149 3492 961 401 25584 3158 118 22426 16403 14139 11460 2679 96593 88942 74031 28120 26344 45911 29746 16165 11679 883 829 54
internal_count=4318164 4086520 139516 108783 12190 30733 5149 3492 961 401 25584 3158 118 22426 16403 14139 11460 2679 96593 88942 74031 28120 26344 45911 29746 16165 11679 883 829 54
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=0 4 5 1 1 3 3 2 3 1 1 3 3 3 2 3 3 4 4 5 3 5 4 5 2 3 5 5 5 5
split_gain=1.72084e+13 4.85473e+13 4.59738e+13 1.01622e+14 9.10239e+13 7.03895e+13 6.66478e+13 7.82233e+13 7.23566e+13 9.87714e+13 6.41249e+13 1.39493e+14 9.37669e+13 1.28478e+14 1.4519e+14 7.49672e+13 7.36924e+13 6.1908e+13 5.79856e+13 5.35319e+13 8.77461e+13 5.45826e+13 5.12201e+13 6.74985e+13 5.06311e+13 4.90902e+13 4.8989e+13 4.05586e+13 3.85229e+13 4.2136e+13
threshold=43.465905150000005 3.5000000000000004 67.00500000000001 40.810045900000013 44.083877800000003 19.500000000000004 20.500000000000004 10.500000000000002 13.500000000000002 39.925119750000007 39.969502550000009 5.5000000000000009 3.5000000000000004 7.5000000000000009 5.5000000000000009 16.500000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 74.610000000000014 6.5000000000000009 123.15000000000002 2.5000000000000004 82.00500000000001 5.5000000000000009 8.5000000000000018 48.035000000000004 225.45000000000002 54.990000000000002 50.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 25 17 8 26 18 28 12 16 -4 19 15 -15 -12 27 -1 20 -14 -21 -18 -24 -13 -5 -8 -6 29 -10
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 11 24 13 14 -16 -17 22 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2784.7897482788635 -21.127521186577603 14725.95615143714 105437.91445711098 -34756.598493624282 -56356.404172157381 -124776.27531887757 -82843.72318892047 165428.35301136365 -52110.527354899736 640.19708956368368 -5821.2007056451621 -71745.931326941281 -21643.248553527228 62582.402506574501 -3724.2594521174356 200066.69880319151 244087.605125 -3628.1673999713262 18980.914848814435 -75056.643888888895 167252.88203125002 96153.37843750001 202223.75288628472 -874.87643229166667 46914.856549149525 -150664.55722966272 77566.951857638895 51445.618817608178 -99564.364636718761 59527.297385817314
leaf_weight=25210 4270332 2774 98 87 332 49 33 55 254 790 31 66 202 254 504 47 50 13774 2423 270 28 20 36 30 79 63 45 39 150 39
leaf_count=25210 4270332 2774 98 87 332 49 33 55 254 790 31 66 202 254 504 47 50 13774 2423 270 28 20 36 30 79 63 45 39 150 39
internal_value=0 1886.22 1095.74 -3196.68 -5947.3 -5128.39 3472.78 74099.5 3147.37 -20554.3 19809.1 62495.8 11049.8 4068.65 29095.7 84050.1 131141 -4713.91 4204.95 -34675.2 1352.8 -63249.1 167743 109906 -7096.26 -83437.9 9700.9 -45024.1 -58350.3 -37250.9
internal_weight=0 47832 45058 16059 14344 14194 28999 133 28866 1233 1715 292 1423 1325 805 301 147 14145 27633 520 230 290 116 66 145 150 78 371 443 293
internal_count=4318164 47832 45058 16059 14344 14194 28999 133 28866 1233 1715 292 1423 1325 805 301 147 14145 27633 520 230 290 116 66 145 150 78 371 443 293
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=3 4 5 5 0 1 6 4 1 0 0 3 5 1 4 1 3 6 0 0 1 0 1 2 0 5 0 1 1 1
split_gain=1.72693e+13 1.03728e+14 4.90176e+14 3.69442e+14 3.95324e+14 2.84103e+14 2.295e+14 2.23138e+14 2.59644e+14 2.81071e+14 2.21338e+14 2.85015e+14 3.46523e+14 4.73265e+14 4.12511e+14 3.60715e+14 3.00287e+14 4.15481e+14 3.80901e+14 4.01648e+14 3.85882e+14 3.1526e+14 3.01054e+14 3.65013e+14 2.9996e+14 2.88072e+14 2.80605e+14 2.94575e+14 2.63387e+14 4.15866e+14
threshold=9.5000000000000018 1.5000000000000002 40.005000000000003 63.805000000000007 45.254062050000009 60.479177250000006 1.5000000000000002 1.0000000180025095e-35 30.226173900000003 59.853570100000006 45.254062050000009 8.5000000000000018 60.005000000000003 30.410108300000001 2.5000000000000004 37.275078000000001 6.5000000000000009 1.5000000000000002 59.982527000000012 59.904813200000007 49.111504200000006 54.708501450000007 30.370618100000005 3.5000000000000004 56.876792350000009 51.015000000000008 61.785186750000001 30.259484550000003 30.451272450000005 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -5 -8 9 -9 -3 16 13 -13 -14 -15 -12 18 19 20 21 -18 23 -21 -19 -26 27 -20 29 -16
right_child=-2 10 3 6 -6 -7 7 8 -10 -11 11 12 14 15 28 -17 17 24 26 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1711.1118172896518 180.50459257856238 2500.223530424058 -906.34745247544981 17683.271590722226 12231.398002896594 3373.0586528536442 8295.3079671598734 -94570.255937795926 -50646.249503300452 162351.97465006512 -692.79542141401669 -25897.228939780605 11083.687818168524 11978.394096627337 -4956.0808885654042 -6525.0073436016974 23568.178687683107 22679.595353665864 -6383.0173075636776 -254.23275391428092 18153.160148426829 -32246.359582862555 -53519.598855874319 77728.826402447827 -42147.218059838095 7886.2752557664826 78484.273461031626 -180650.71564747108 -1393.6007574193293 -53615.505113734078
leaf_weight=430222 2379540 177969 33312 1354 73307 147623 1140 66 2938 120 689684 11942 26679 11277 5744 160262 1200 18217 146 1064 3134 6459 366 1377 1353 7698 83 289 121069 2530
leaf_count=430222 2379540 177969 33312 1354 73307 147623 1140 66 2938 120 689684 11942 26679 11277 5744 160262 1200 18217 146 1064 3134 6459 366 1377 1353 7698 83 289 121069 2530
internal_value=0 -221.558 762.344 6809.67 8126.65 -412.251 -18184.1 -29573.5 -43392.5 71186 -765.371 -1308.23 -3702.56 -6648.62 -238.012 -5308.59 -196.328 8077.13 -5847.66 -2642.02 -11406 -23501.4 31055.9 43737 15286.7 406.956 -90011.2 -122161 -2573.29 -19835
internal_weight=0 1.93862e+06 690082 112237 106619 577845 5618 4264 3124 186 1.24854e+06 1.07057e+06 339503 183481 156022 171539 731070 41386 14118 13600 10793 7659 2807 2441 27268 9051 518 435 129343 8274
internal_count=4318164 1938624 690082 112237 106619 577845 5618 4264 3124 186 1248542 1070573 339503 183481 156022 171539 731070 41386 14118 13600 10793 7659 2807 2441 27268 9051 518 435 129343 8274
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=5 4 3 4 2 3 1 4 3 0 0 1 0 3 6 0 3 1 6 0 3 4 6 1 3 4 6 6 3 5
split_gain=1.99635e+13 1.6685e+14 1.33754e+14 2.30558e+14 2.15686e+14 2.25586e+14 1.84784e+14 4.11343e+14 3.77687e+14 1.83341e+14 3.8782e+14 3.42139e+14 4.79165e+14 2.13761e+14 2.21031e+14 2.07921e+14 6.66651e+14 4.73717e+14 3.37796e+14 3.10343e+14 3.09461e+14 3.79796e+14 3.71566e+14 4.32013e+14 3.85611e+14 3.15592e+14 5.96966e+14 4.41275e+14 3.97653e+14 4.06129e+14
threshold=64.020000000000024 3.5000000000000004 5.5000000000000009 1.5000000000000002 1.5000000000000002 15.500000000000002 30.388336800000001 1.5000000000000002 6.5000000000000009 60.063729500000008 59.990816400000007 30.207352000000004 60.693675950000006 13.500000000000002 1.5000000000000002 59.904813200000007 6.5000000000000009 30.502469200000004 1.5000000000000002 57.178027650000011 9.5000000000000018 1.5000000000000002 1.5000000000000002 30.243224600000001 10.500000000000002 2.5000000000000004 1.5000000000000002 1.5000000000000002 7.5000000000000009 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 9 7 8 -4 10 15 12 13 14 -11 19 18 20 -17 -6 21 -18 23 24 -22 26 -23 -27 -29 -30
right_child=2 -3 4 -5 5 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 22 25 -24 -25 -26 27 -28 28 29 -31
leaf_value=70.093917440791969 -30744.681383066185 11388.950526620212 575695.823125 -2499.6457116873612 2500.6759487667414 -1420.2116946096642 -4566.609848806178 -33902.797000024322 66985.947800925918 -37913.242235576923 -21429.110663348474 12155.517079049459 -39303.931716641513 297192.70535239362 180372.73410795236 175093.55158450705 -77603.192932978491 -77476.8389282711 -46564.20638349052 -8718.8883136426084 432761.53789062501 33966.024441962509 31251.916179803731 -11324.344304672139 69085.950315894152 65571.98411823278 127631.52978974854 -67641.121848540075 -33791.264276783688 77736.617820004409
leaf_weight=3357620 2943 13074 20 160438 352001 320473 46891 3325 54 65 7038 6391 165 94 162 71 273 504 2172 26511 32 1961 5017 6091 328 1382 1042 716 619 691
leaf_count=3357620 2943 13074 20 160438 352001 320473 46891 3325 54 65 7038 6391 165 94 162 71 273 504 2172 26511 32 1961 5017 6091 328 1382 1042 716 619 691
internal_value=0 113.997 -405.552 -3008.43 136.811 571.002 -6198.62 -28713 204475 2114.89 1840.94 18306.4 99191.3 170380 117868 2250.98 11960.9 18153.8 -39547.8 1714.86 20809 37911.8 10840.8 -5033.02 101413 42830.8 66466.7 22003.7 -7715.61 25037.6
internal_weight=0 3.37069e+06 947470 163381 784089 733799 50290 3399 74 413326 406449 6877 486 321 227 399411 20899 18656 2243 378512 18152 6684 11468 6451 360 6411 3003 3408 2026 1310
internal_count=4318164 3370694 947470 163381 784089 733799 50290 3399 74 413326 406449 6877 486 321 227 399411 20899 18656 2243 378512 18152 6684 11468 6451 360 6411 3003 3408 2026 1310
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=0 0 5 3 0 5 1 1 1 6 3 3 3 4 0 5 0 0 1 3 0 0 1 1 1 1 0 0 5 3
split_gain=2.05082e+13 1.0335e+14 1.34938e+14 9.46505e+13 8.61309e+13 9.72871e+13 9.33371e+13 1.02307e+14 8.02522e+13 7.64422e+13 9.25423e+13 7.0831e+13 2.21461e+14 2.05913e+14 1.93036e+14 1.77144e+14 3.09405e+14 1.86538e+14 1.54222e+14 3.16466e+14 5.94579e+14 5.85867e+14 4.34553e+14 3.28469e+14 3.01968e+14 7.31197e+14 5.25017e+14 8.87169e+14 4.12248e+14 2.79422e+14
threshold=56.121679000000007 56.093493200000005 81.00500000000001 9.5000000000000018 56.24640500000001 142.05000000000004 47.473138800000008 86.192907650000009 47.282206100000003 1.5000000000000002 23.500000000000004 16.500000000000004 15.500000000000002 1.5000000000000002 56.758269450000007 109.05000000000001 59.846652800000008 59.963407450000012 30.278357500000002 19.500000000000004 60.029906750000002 59.853570100000006 43.868031300000006 30.305955500000003 30.388336800000001 30.315880100000005 59.963407450000012 59.950068600000009 96.015000000000015 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -2 -8 -3 10 -9 12 -6 -14 -15 -16 -17 -18 29 20 21 22 -20 -22 25 26 27 28 -23 -13
right_child=4 2 -4 -5 11 -7 7 9 -10 -11 -12 18 13 14 15 16 17 -19 19 -21 23 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-71.223804983623367 6522.4793830175549 8967.915513522501 -32851.651170743746 -10442.33265310754 184.65404531868788 -51980.371744308221 -28854.70559305097 61961.291494474899 -5025.786940154072 -4845.5288002297502 -11235.062175717561 -13230.532883867663 -230.89181181450928 28985.656865685916 -11980.988312324784 -84089.234733474092 91963.433443052039 -49910.727341517864 -7380.6203510281111 -492.32163814539285 -98697.238646696409 43482.527638159365 10771.299129445881 -13365.278849255941 37185.428927926252 -10657.25491462535 92252.891505447114 -181273.58393102136 -74004.036211471801 2814.3831702930606
leaf_weight=3173191 41954 7002 1740 13555 745106 303 1561 409 9882 3662 299 18294 29216 1103 27299 852 197 175 19547 126429 479 3239 40544 7744 9726 6008 1426 205 329 26688
leaf_count=3173191 41954 7002 1740 13555 745106 303 1561 409 9882 3662 299 18294 29216 1103 27299 852 197 175 19547 126429 479 3239 40544 7744 9726 6008 1426 205 329 26688
internal_value=0 -128.405 -5767.09 -4218.84 369.867 4505.07 4862.49 -6879.72 777.572 969.922 31049.3 182.692 -281.757 -6187.84 -12062.4 -13649.7 -50867.3 25221.6 1615.2 2726.05 7285.25 9885.51 4866.66 -18336 24292.8 13103.9 40562.4 21026.1 32649.3 -3711.02
internal_weight=0 3.20537e+06 32179 30439 1.11279e+06 48188 47885 5931 16884 4370 708 1.06461e+06 803948 58842 29626 28523 1224 372 260658 215676 89247 81024 60091 8223 20933 11207 5199 3773 3568 44982
internal_count=4318164 3205370 32179 30439 1112794 48188 47885 5931 16884 4370 708 1064606 803948 58842 29626 28523 1224 372 260658 215676 89247 81024 60091 8223 20933 11207 5199 3773 3568 44982
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=5 6 4 1 4 0 3 3 3 3 0 1 1 2 3 1 1 0 0 3 3 1 0 2 2 1 3 1 3 2
split_gain=1.86512e+13 2.79504e+13 3.7203e+13 8.59305e+13 5.84027e+13 7.59759e+13 6.73004e+13 6.55041e+13 7.08323e+13 6.44405e+13 5.24757e+13 5.01569e+13 4.94538e+13 4.63442e+13 4.31824e+13 4.25291e+13 5.48562e+13 5.59149e+13 4.03953e+13 4.02158e+13 3.84789e+13 3.8094e+13 4.97615e+13 3.76078e+13 8.97638e+13 3.7317e+13 7.878e+13 7.59636e+13 1.14337e+14 5.40184e+13
threshold=225.45000000000002 1.5000000000000002 2.5000000000000004 40.247294600000011 4.5000000000000009 55.010031850000011 24.500000000000004 4.5000000000000009 9.5000000000000018 13.500000000000002 55.784980300000008 38.058342000000003 83.026705000000007 6.5000000000000009 10.500000000000002 92.815157350000007 82.91993380000001 45.040161900000008 56.501468900000013 4.5000000000000009 4.5000000000000009 47.981192400000005 55.050600750000008 16.500000000000004 13.500000000000002 50.388877400000005 7.5000000000000009 60.648383500000008 7.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 5 12 15 11 25 13 -11 -7 -4 -10 -3 16 17 23 -13 -18 -14 -5 -23 24 -6 26 29 -27 -29 -9
right_child=1 2 4 21 6 7 -8 8 9 10 -12 18 20 -15 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-6.532447480895657 -17075.75070003116 13351.031928955723 13555.226852120089 79411.739284371739 -3312.0619194878473 157119.88392857145 -150606.29055989583 -88640.168750000012 -39406.121728515631 -193455.01432291669 -11713.671110372341 -85013.713857886905 18826.412958559784 159901.59771205357 -46474.21954614672 144974.62421875002 -124863.52303240742 49933.882817823207 53679.644810267855 -223.53812761246019 -146758.94752604168 -10916.362541872164 56976.466771024818 82645.429263392871 -224622.33541666667 -288126.24489583331 -187121.6207465278 -205870.36987591913 86703.652352627847 98432.702613146568
leaf_weight=4313902 446 379 627 239 144 21 24 33 20 24 47 42 23 28 177 26 27 571 42 628 36 179 272 35 21 30 36 34 22 29
leaf_count=4313902 446 379 627 239 144 21 24 33 20 24 47 42 23 28 177 26 27 571 42 628 36 179 272 35 21 30 36 34 22 29
internal_value=0 6611.99 9380.53 23561.1 2505.46 -15004.5 15483.7 -49175.8 -72763 -12641.5 -73147.4 18890.3 5318.97 76856.7 -5694.06 18229 15918 33995.9 -15667 -5361.37 -82208.7 47134.7 30030.1 -11507.1 -31478.8 -111646 -69458.7 -159720 -90930.6 -1138.34
internal_weight=0 4262 3816 1246 2570 1094 1476 408 303 119 71 105 686 48 556 1452 1426 771 84 655 59 690 451 200 165 184 98 86 56 62
internal_count=4318164 4262 3816 1246 2570 1094 1476 408 303 119 71 105 686 48 556 1452 1426 771 84 655 59 690 451 200 165 184 98 86 56 62
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 1 5 3 1 5 3 1 1 1 5 1 1 0 1 1 6 1 3 3 3 3 3 3 3
split_gain=1.80712e+13 3.19665e+14 3.57609e+14 5.44632e+14 3.15432e+14 3.26492e+14 3.95643e+14 2.13443e+14 2.0126e+14 3.25174e+14 1.83381e+14 1.82981e+14 3.41079e+14 1.95645e+14 9.2557e+14 4.21466e+14 2.32786e+14 2.58546e+14 1.79861e+14 5.4441e+14 5.56896e+14 1.15918e+15 5.04445e+14 3.71855e+14 3.57625e+14 4.14122e+14 2.72543e+14 4.18496e+14 4.60918e+14 2.70723e+14
threshold=55.734663800000007 55.751981950000008 37.098288800000006 37.889331900000009 37.832345550000007 116.06000000000002 37.542000650000013 28.035000000000004 5.5000000000000009 52.307266200000008 69.015000000000015 26.500000000000004 37.417247200000006 37.620907050000007 37.559851850000008 77.715000000000018 37.712318250000003 37.777459000000007 55.755036050000008 37.642309100000013 37.615058950000012 1.5000000000000002 37.692869000000009 5.5000000000000009 9.5000000000000018 11.500000000000002 15.500000000000002 23.500000000000004 26.500000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 -7 -6 9 -5 -4 12 -12 14 -14 -16 -15 -18 19 20 -3 24 -21 -23 -22 -26 29 -28 -29 -27
right_child=1 18 3 8 7 6 -8 -9 -10 -11 11 -13 13 16 15 -17 17 -19 -20 22 21 23 -24 -25 25 26 27 28 -30 -31
leaf_value=-162.5776315871214 -41222.63436018693 45880.179293464782 15828.811865543452 -7037.4629931913796 -7990.1674975658389 95192.279441034232 -474746.27780172415 80129.898286545445 -1643.8602887181883 36419.035509649482 139073.14791279592 -14295.662239625941 33848.444370181198 134086.19860450082 -121214.59398148149 -679960.43958333333 -62261.104763971562 114566.20027104593 119.53401376651271 99082.168070576809 -76368.252598969659 -196781.41050204949 2078.8793035320209 -81705.540395554563 122172.15565753891 19485.683198091174 36105.489066940085 -73374.611331077394 25826.419601491907 -80525.399587988839
leaf_weight=2646600 1431 945 11829 3061 337 21 29 1491 26715 3936 431 382 534 322 27 27 189 147 1604039 581 790 337 6936 1684 247 388 1908 1075 830 895
leaf_count=2646600 1431 945 11829 3061 337 21 29 1491 26715 3936 431 382 534 322 27 27 189 147 1604039 581 790 337 6936 1684 247 388 1908 1075 830 895
internal_value=0 257.41 8059.92 9485.26 24827.1 19704.6 -235372 63884.6 2310.39 17408 20623 48165.4 62393.3 35869.2 -6048.74 -400588 73327.7 15100.8 12.3133 -10338.3 -26790.6 -35212.7 9576.41 -100894 -13568.7 -4283.32 -10412.5 3002.23 -30153.2 -50280.4
internal_weight=0 1.67156e+06 50909 49478 15766 13938 50 1828 33712 6997 13888 2059 1677 1246 588 54 658 336 1.62066e+06 16616 9099 8154 7517 2021 6133 5343 5096 3813 1905 1283
internal_count=4318164 1671564 50909 49478 15766 13938 50 1828 33712 6997 13888 2059 1677 1246 588 54 658 336 1620655 16616 9099 8154 7517 2021 6133 5343 5096 3813 1905 1283
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=5 3 1 3 6 1 1 3 5 3 0 0 0 5 4 5 4 0 0 1 5 1 3 0 4 1 1 2 1 5
split_gain=1.7468e+13 6.03151e+13 8.3989e+13 6.91339e+13 5.9562e+13 5.91176e+13 1.01281e+14 9.10051e+13 1.62608e+14 8.10241e+13 8.86079e+13 5.57429e+13 2.558e+14 5.45712e+13 1.3818e+14 1.08176e+14 1.07016e+14 8.98752e+13 2.1069e+14 1.542e+14 1.34315e+14 9.20699e+13 1.01492e+14 8.8668e+13 8.46981e+13 8.51469e+13 8.36889e+13 8.32582e+13 7.83428e+13 7.3555e+13
threshold=30.725000000000005 18.500000000000004 82.964402850000013 4.5000000000000009 1.5000000000000002 83.026705000000007 82.888608650000023 12.500000000000002 30.405000000000005 17.500000000000004 55.061033200000004 55.030402950000003 55.039751500000008 16.850000000000005 1.5000000000000002 18.050000000000004 4.5000000000000009 55.518428350000008 55.860536450000005 38.422276900000007 27.010000000000002 37.214886200000009 16.500000000000004 50.973130900000008 1.0000000180025095e-35 65.480823400000006 60.479177250000006 2.5000000000000004 52.307266200000008 23.035000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 13 -8 9 11 -11 -9 -13 24 17 -16 29 23 19 20 27 -22 -23 -15 -5 -26 -20 -19 -21 -17
right_child=-2 2 -4 5 -6 -7 7 8 -10 10 -12 12 -14 14 15 16 -18 18 26 28 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-14168.684588207125 58.082143180475818 -3014.6591539835881 -21614.153014337877 -12581.347525940362 -2482.9226678301975 -4471.8740101532303 11144.600155266662 9289.5035479695998 -56418.468850853889 9023.9508891402093 80466.556417007756 -66238.319446842404 4914.4232866484044 1598.972212213024 -174380.81745923916 -58940.928547802316 118320.9956640625 2111.0367055434103 -2004.773473711175 -5588.9246944793404 -13889.603782677284 36281.729866139911 3472.5305882702141 -5167.874737084664 8134.1217656818308 -17466.613740622914 5879.8919717588287 17022.06916772743 17870.281762493698 -14386.431739523103
leaf_weight=4894 3985769 43602 2571 7988 40101 21633 16685 2080 523 563 251 668 2074 42908 46 456 55 7711 51886 7256 520 4891 1168 35290 5685 1684 18178 7280 1771 1977
leaf_count=4894 3985769 43602 2571 7988 40101 21633 16685 2080 523 563 251 668 2074 42908 46 456 55 7711 51886 7256 520 4891 1168 35290 5685 1684 18178 7280 1771 1977
internal_value=0 -696.467 -4050.31 -155.428 -3753.96 515.79 1007.14 7309.83 -3078.71 1871.02 31053.6 -3055.27 -12419.7 275.357 759.939 -22428.1 -19618.7 1088.46 3064.21 9987.29 14579.8 26491.5 29957.1 -1454.84 -5448.4 2283.72 40.8912 9352.2 -986.482 -22737
internal_weight=0 332395 46173 286222 44995 241227 219594 22844 6159 5636 814 4822 2742 196750 181393 2534 2488 178859 100661 30597 21570 6579 6059 78198 15357 7369 70064 14991 9027 2433
internal_count=4318164 332395 46173 286222 44995 241227 219594 22844 6159 5636 814 4822 2742 196750 181393 2534 2488 178859 100661 30597 21570 6579 6059 78198 15357 7369 70064 14991 9027 2433
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=1 0 3 3 6 0 4 5 5 5 1 3 0 4 3 3 3 5 3 0 5 5 3 0 5 2 5 0 1 3
split_gain=1.65411e+13 8.45365e+13 7.16567e+13 1.42735e+14 1.00002e+14 1.79401e+14 1.14418e+14 1.00382e+14 1.30866e+14 1.61809e+14 9.73057e+13 9.63451e+13 1.43207e+14 8.63732e+13 1.10555e+14 8.07133e+13 7.68016e+13 7.65832e+13 7.37606e+13 6.95018e+13 6.70337e+13 6.54831e+13 1.06124e+14 8.89719e+13 1.05531e+14 8.78037e+13 8.6299e+13 7.35603e+13 6.56868e+13 2.15768e+14
threshold=30.160599000000001 54.648549400000007 23.500000000000004 16.500000000000004 1.5000000000000002 59.853570100000006 3.5000000000000004 107.05000000000001 97.050000000000011 91.050000000000011 30.102666750000001 17.500000000000004 60.052595500000002 1.5000000000000002 21.500000000000004 19.500000000000004 22.500000000000004 55.990000000000002 15.500000000000002 59.820733200000006 103.45000000000002 36.515000000000008 13.500000000000002 59.846652800000008 161.85000000000002 9.5000000000000018 95.020000000000024 57.692655200000004 30.102666750000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 5 -5 7 8 9 11 16 12 17 -6 15 19 -8 -7 21 -15 -10 -3 28 24 26 -26 27 -24 -23 -30
right_child=-2 2 -4 4 13 6 10 -9 20 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-73234.216486445017 -25.378272749749385 -5605.4417563753004 -23979.032591396877 -31432.858560871631 17459.741953950328 87498.278613927992 -69667.558984375006 126512.21287802419 -248085.66187499999 205541.79158163269 30500.190468250625 16673.882737630538 -158903.87972470239 -18509.708568960526 141516.55118489586 -2906.9487051504634 -299153.79700000002 260055.48467741936 -12410.262192474022 98386.253210819137 -47701.352042079212 589.83936519539498 26942.86917832055 45379.429012818415 7239.3382286658662 267126.48668118991 -95888.130424272909 -52853.790694754469 31115.835197368837 -2418.7612380087462
leaf_weight=151 4246761 10386 1073 848 812 151 35 93 20 49 44 2453 21 63 150 216 25 31 3990 264 101 40523 409 1067 26 26 101 161 3113 5001
leaf_count=151 4246761 10386 1073 848 812 151 35 93 20 49 44 2453 21 63 150 216 25 31 3990 264 101 40523 409 1067 26 26 101 161 3113 5001
internal_value=0 1509.4 1667.8 2059.92 17717.7 9213.48 20615.4 24287.6 20923.6 25474.9 -82453.9 22152.9 88359.5 39591.2 65523 44530.3 -165287 116890 760.971 75865 -80822.7 1625.15 3114.37 27027.3 -56.731 137183 -10692.3 4403.81 2234.3 10447.1
internal_weight=0 71403 71252 70179 5376 3871 3023 2919 2826 2705 104 2656 203 1505 693 543 60 182 64803 327 121 60813 50427 1790 723 52 671 570 48637 8114
internal_count=4318164 71403 71252 70179 5376 3871 3023 2919 2826 2705 104 2656 203 1505 693 543 60 182 64803 327 121 60813 50427 1790 723 52 671 570 48637 8114
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=3 0 4 2 1 1 0 5 5 0 0 1 0 0 0 0 1 5 1 5 4 0 1 3 0 0 4 5 0 1
split_gain=1.65973e+13 7.43306e+13 7.26594e+13 6.88015e+13 6.88242e+13 8.02923e+13 6.20202e+13 8.60247e+13 1.49466e+14 8.32475e+13 7.65361e+13 6.00831e+13 1.40589e+14 8.70387e+13 2.22959e+14 6.97627e+13 5.43954e+13 8.11197e+13 8.31277e+13 6.2448e+13 6.97261e+13 7.15519e+13 1.28209e+14 7.22045e+13 6.11082e+13 8.73238e+13 6.48556e+13 5.79711e+13 5.7797e+13 1.24419e+14
threshold=2.5000000000000004 57.265292900000006 1.5000000000000002 7.5000000000000009 28.619594500000002 37.767735350000002 54.708501450000007 91.050000000000011 55.005000000000003 54.811549550000009 54.725565150000001 37.582182450000005 44.874285750000006 55.91302515000001 55.657530000000008 55.769960200000007 39.110397700000007 161.85000000000002 38.096381250000007 59.810000000000009 2.5000000000000004 44.226894250000008 43.048525950000005 1.5000000000000002 45.047272400000004 45.133160800000006 4.5000000000000009 68.00500000000001 46.672631750000008 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 -4 8 -8 10 -10 -6 -13 14 -14 -16 17 24 -19 -18 21 22 23 -21 26 -26 -7 -25 29 -27
right_child=-2 -3 3 -5 5 16 7 -9 9 -11 -12 12 13 -15 15 -17 19 18 -20 20 -22 -23 -24 27 25 28 -28 -29 -30 -31
leaf_value=-2557.3040838188736 -32.146156448293304 -5579.8541401631001 -17789.862267801036 184700.49702380953 -3482.2331578621011 -233.19118758976975 654.91803008532918 -16838.47571411133 162728.44461206897 77011.765660511373 394517.3285714286 16219.129312754065 -42071.330314933613 9405.6507331484845 -270067.0295496324 -107330.70864825582 5083.7434027772406 283395.81534598215 46308.955726562504 -44591.967881944445 337.11617572273866 -26324.874237273612 -24056.903650014337 53454.469930555555 34609.552129536234 -80649.717064562195 120326.25713541667 204146.45091366526 14723.45707308515 3214.5070460230422
leaf_weight=24500 4205107 14163 92 21 4517 5306 61 64 29 33 28 369 313 126 68 43 38567 21 50 27 13150 1905 218 45 1710 197 45 59 5596 1734
leaf_count=24500 4205107 14163 92 21 4517 5306 61 64 29 33 28 369 313 126 68 43 38567 21 50 27 13150 1905 218 45 1710 197 45 59 5596 1734
internal_value=0 1195.66 2166.01 3721.53 3670.43 3474.58 50920.6 80322.3 121503 203411 276590 -8224.32 -31532.2 -63569.1 -85255 -207025 4401.22 9803.19 116433 2933.99 -2448.33 -18698.8 22927.5 101115 9284.22 14210.3 780.671 138943 9575.98 -5341.29
internal_weight=0 113057 98894 74394 74373 74066 307 215 151 90 57 5436 919 550 424 111 68630 14659 71 53971 15404 2254 349 131 14588 9237 5351 104 7527 1931
internal_count=4318164 113057 98894 74394 74373 74066 307 215 151 90 57 5436 919 550 424 111 68630 14659 71 53971 15404 2254 349 131 14588 9237 5351 104 7527 1931
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=1 3 5 3 5 5 1 0 0 5 6 3 5 5 3 4 3 5 5 2 5 4 3 3 5 1 5 3 0 5
split_gain=1.6557e+13 7.81576e+13 9.93054e+13 6.82716e+13 9.55224e+13 6.73438e+13 8.2089e+13 5.25296e+14 1.45197e+15 4.3221e+14 1.29973e+14 1.52036e+14 1.24826e+14 1.06345e+14 1.79088e+14 2.83195e+14 1.00625e+14 8.95717e+13 1.22979e+14 1.21752e+14 1.03309e+14 7.5924e+13 1.55866e+14 6.5724e+13 6.41259e+13 6.30628e+13 7.91645e+13 5.91674e+13 5.6759e+13 5.33245e+13
threshold=83.093115700000013 3.5000000000000004 49.505000000000003 2.5000000000000004 177.02500000000003 31.010000000000002 83.140147550000009 54.811549550000009 54.864040150000001 70.00500000000001 1.5000000000000002 10.500000000000002 93.00500000000001 53.995000000000012 8.5000000000000018 1.5000000000000002 14.500000000000002 177.02500000000003 132.05000000000004 4.5000000000000009 114.05000000000001 2.5000000000000004 8.5000000000000018 13.500000000000002 95.020000000000024 83.140147550000009 54.990000000000002 8.5000000000000018 63.563300600000012 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 25 27 7 24 9 13 11 -10 21 -9 -15 -16 -13 18 20 -20 -12 -11 -23 -17 -7 26 -5 -3 -8 -26
right_child=1 5 3 4 -6 6 28 8 10 12 17 16 -14 14 15 23 -18 -19 19 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-48.877950829035541 751.74541279231016 409.7577752323395 -6436.6383020200456 -96142.668749815741 132736.28764391449 -16723.944700820848 1644.5160532817395 74569.438847785597 -77557.610425117702 355074.26187500003 -1185.6671044905534 118947.39326171875 394001.96284722222 207622.89916460396 423621.74404761905 14677.334932528411 22156.278647460938 -155512.74440789476 234093.31186409888 -43423.209250000007 -115338.07871334878 238218.95987723215 -55589.271807065226 198682.25610795454 -96768.573289817388 -21215.703908288207 -7063.3489241406323 -9239.3318559086492 -17197.051207095163 72536.070796130953
leaf_weight=4064889 11992 15936 5364 265 38 3174 195594 604 78 30 3735 232 54 202 21 165 200 38 43 25 81 84 23 22 163 2749 160 10570 1612 21
leaf_count=4064889 11992 15936 5364 265 38 3174 195594 604 78 30 3735 232 54 202 21 165 200 38 43 25 81 84 23 22 163 2749 160 10570 1612 21
internal_value=0 784.457 -5124.33 -13341 -24871.1 1306.71 1916.63 11259 29910.7 127244 3447.12 50936.4 265237 101251 140558 75427.1 74136.7 -2728.18 -1233.37 132065 -3608.71 214482 175064 36325 -20051.2 -26758 -62606.9 -3438.08 1490.5 -77445.8
internal_weight=0 253275 20568 8576 3212 232707 206201 8995 5637 1205 4432 510 191 1014 410 208 432 3922 3884 68 3816 137 107 187 3358 3174 425 26506 197206 184
internal_count=4318164 253275 20568 8576 3212 232707 206201 8995 5637 1205 4432 510 191 1014 410 208 432 3922 3884 68 3816 137 107 187 3358 3174 425 26506 197206 184
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=5 4 3 3 1 0 1 0 3 5 2 4 2 4 1 0 0 6 0 1 0 0 6 0 1 1 4 0 1 0
split_gain=1.66444e+13 1.33194e+14 1.11553e+14 2.00093e+14 3.63212e+14 3.36913e+14 2.74369e+14 3.52468e+14 2.49311e+14 2.41691e+14 2.80886e+14 2.17878e+14 1.97784e+14 1.91792e+14 1.8734e+14 2.40488e+14 1.83871e+14 5.15071e+14 3.42518e+14 3.05103e+14 3.22879e+14 3.04935e+14 4.60446e+14 5.13439e+14 2.8651e+14 2.79187e+14 2.62879e+14 2.30824e+14 2.07914e+14 2.54516e+14
threshold=64.020000000000024 3.5000000000000004 5.5000000000000009 8.5000000000000018 42.09605220000001 61.785186750000001 44.083877800000003 56.320495600000008 7.5000000000000009 137.05000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 34.359746700000009 63.563300600000012 59.882016200000002 1.5000000000000002 59.916647550000008 30.160599000000001 60.693675950000006 45.112033650000008 1.5000000000000002 54.708501450000007 37.275078000000001 20.507360500000004 2.5000000000000004 59.963407450000012 30.305955500000003 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 8 7 -6 16 -8 -11 -9 -5 -2 -7 -16 21 27 -19 20 26 -4 23 25 -25 -23 -20 -18 29 -21
right_child=2 -3 3 12 6 14 9 11 -10 10 -12 -13 -14 -15 15 -17 17 18 19 28 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=64.863784583563643 -28044.571948358294 10177.919080839265 -18017.540164656879 -6750.9221077091715 29346.003250118429 10374.333050426138 15782.31059121973 369469.45294117648 10598.284027228192 55855.688606094081 -27239.410093191913 105964.22187907901 92.103849499639239 -2283.3267302957452 500615.03623798082 135572.70136387713 100579.88981508027 -118359.44535972546 482987.20676269534 -83990.423856096488 -58086.573636642162 -97804.381979658036 18432.202741667108 -120255.61568620172 -32301.309250734805 80957.49371679296 86429.687851562514 -34022.185024956598 -12867.459496197234 14249.551901174149
leaf_weight=3357620 2943 13074 7687 45037 2511 55 17632 34 11867 481 2637 407 679423 160438 26 59 436 457 32 1130 51 106 8841 513 1332 497 35 180 2279 344
leaf_count=3357620 2943 13074 7687 45037 2511 55 17632 34 11867 481 2637 407 679423 160438 26 59 436 457 32 1130 51 106 8841 513 1332 497 35 180 2279 344
internal_value=0 104.09 -370.306 125.003 5693.16 -646.029 15302 43827 -1251.72 11243.9 -14420.7 126280 -333.302 -2747.37 154181 247233 -7130.65 -24307.3 -36484.4 -26818.4 131510 -2655.44 7805.05 -30575.1 -56756.9 49533.3 275830 61248.1 -31796.5 -61063.3
internal_weight=0 3.37069e+06 947470 784089 59629 35927 23702 2952 35787 20750 3118 441 724460 163381 140 85 23920 4944 4328 3871 118 18976 11289 2448 1845 603 67 616 3753 1474
internal_count=4318164 3370694 947470 784089 59629 35927 23702 2952 35787 20750 3118 441 724460 163381 140 85 23920 4944 4328 3871 118 18976 11289 2448 1845 603 67 616 3753 1474
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=5 5 1 4 1 3 0 1 0 0 5 0 3 2 3 1 4 1 0 0 0 0 0 0 2 0 2 0 3 4
split_gain=1.80211e+13 3.42536e+13 8.68786e+13 9.50897e+13 9.13273e+13 1.01657e+14 9.01163e+13 1.0941e+14 7.97554e+13 7.90614e+13 7.00032e+13 1.25513e+14 1.40489e+14 1.55133e+14 1.00762e+14 1.83206e+14 9.92696e+13 1.11728e+14 1.36361e+14 8.55239e+13 1.51181e+14 9.59402e+13 7.87612e+13 7.8385e+13 7.06763e+13 6.9391e+13 6.7338e+13 6.52303e+13 6.07929e+13 5.73034e+13
threshold=177.02500000000003 142.05000000000004 38.096381250000007 2.5000000000000004 37.692869000000009 13.500000000000002 55.388132500000005 37.889331900000009 55.68356880000001 56.281985950000006 137.05000000000004 59.990816400000007 6.5000000000000009 3.5000000000000004 10.500000000000002 30.468306550000005 2.5000000000000004 39.080602550000002 55.993277250000013 55.078308950000007 55.628356700000005 44.039893800000009 59.950068600000009 56.838612000000005 3.5000000000000004 51.636650050000007 12.500000000000002 44.732363600000006 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 9 -3 6 27 -8 -9 26 -1 12 13 16 15 -14 -12 18 -18 21 -21 -15 -20 25 28 -19 -4 -6 -13 -5
right_child=-2 2 3 29 5 -7 7 8 -10 -11 11 24 14 19 -16 -17 17 23 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.8376589555168596 4590.7568052786701 2314.064383785741 3117.1535433639347 -23295.653819341875 65676.268607003352 -14890.331036579057 214989.76135914522 201619.82101934525 -36133.238299418612 166663.70142045454 -133853.30602963097 -28462.915722656253 -117061.2372983871 115564.28182010137 8870.8469425353451 60505.59095705764 -79811.592573211485 25213.484433930498 96965.160063428222 261702.03810221353 -3431.2599463126517 -48213.239788102306 -120241.46748046875 -48327.95250264831 10046.129349662164 106313.45406585239 133299.28843916225 -96214.426904296881 160810.43516322545 -6329.4960207896893
leaf_weight=4292468 8534 2352 257 2962 112 151 85 21 43 44 38 20 62 37 1631 925 159 174 101 24 207 1074 20 59 74 268 47 32 112 6071
leaf_count=4292468 8534 2352 257 2962 112 151 85 21 43 44 38 20 62 37 1631 925 159 174 101 24 207 1074 20 59 74 268 47 32 112 6071
internal_value=0 -9.09069 -5305.34 -9916.72 10166.5 51763.2 86113.6 140634 41879.5 41377.5 5.91645 11849.3 8554.85 -10316.8 24132.2 49351.4 23980.4 31659.9 -18933.5 -31247.8 24115.1 -42758.9 61063.2 59935.7 88276.3 74387.2 23244 29700.6 132133 -11892.8
internal_weight=0 4.30963e+06 12177 9381 2796 444 293 149 64 348 4.29745e+06 4985 4779 2161 2618 987 819 781 280 1342 231 1111 121 501 206 442 304 144 132 9033
internal_count=4318164 4309630 12177 9381 2796 444 293 149 64 348 4297453 4985 4779 2161 2618 987 819 781 280 1342 231 1111 121 501 206 442 304 144 132 9033
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=2 3 5 0 0 1 0 0 0 1 1 1 3 3 1 6 5 5 3 0 5 5 1 3 0 4 0 6 3 1
split_gain=1.71159e+13 2.40192e+14 1.60996e+14 1.18237e+14 2.71578e+14 1.78743e+14 1.17514e+14 1.46666e+14 1.44349e+14 1.16694e+14 2.55047e+14 1.84479e+14 1.78752e+14 4.13215e+14 3.16578e+14 3.05783e+14 3.33659e+14 1.81548e+14 2.47896e+14 2.00407e+14 1.49349e+14 2.09879e+14 3.68346e+14 4.37077e+14 4.13234e+14 5.45799e+14 1.85916e+14 1.84064e+14 1.59548e+14 2.46495e+14
threshold=4.5000000000000009 6.5000000000000009 64.020000000000024 55.664473600000008 55.801980100000009 37.66934650000001 59.882016200000002 55.899899800000007 59.982527000000012 30.370618100000005 30.388336800000001 30.323743050000001 13.500000000000002 11.500000000000002 30.346469350000003 1.5000000000000002 79.730000000000018 81.910000000000011 7.5000000000000009 59.982527000000012 92.035000000000011 67.990000000000023 30.362552800000003 20.500000000000004 59.853570100000006 2.5000000000000004 60.063729500000008 1.5000000000000002 23.500000000000004 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6 -8 11 -11 -3 13 14 17 16 -16 18 19 -13 21 -14 26 24 25 -24 -23 -25 29 -22
right_child=1 9 3 4 6 -7 8 -9 -10 10 -12 12 20 -15 15 -17 -18 -19 -20 -21 28 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=211.53479210893866 -2189.98904537716 776.71965140901409 -14739.675923491384 79896.334343024064 -38567.401228696886 12360.343093807649 -40667.066060186015 2940.8309840016682 -412.40454343685434 -17027.503855141415 5.219783993198809 140542.92904321515 2021.5199614368446 39706.39410690892 -126932.82664377656 -5019.0689406222009 32494.153631524725 76265.230090895435 5324.2091523688459 -163916.91393229167 1680.3635346720043 60370.201416160438 -580622.46634615387 30039.070085437055 -61571.843505158497 51716.493303571428 -6537.3978360874453 -58293.965374674473 1899.0611378568246 -111795.49777657216
leaf_weight=2028337 181998 119203 19593 565 959 1279 2054 7577 1573 8832 1906355 218 21385 5303 471 2316 182 520 3152 24 363 2276 39 1104 209 21 508 300 1043 405
leaf_count=2028337 181998 119203 19593 565 959 1279 2054 7577 1573 8832 1906355 218 21385 5303 471 2316 182 520 3152 24 363 2276 39 1104 209 21 508 300 1043 405
internal_value=0 -187.378 -3364.13 -9724 -2708.08 33053.3 -8129.76 -1722.52 -23209 142.818 -73.3276 2745.64 8636.89 18727.4 2564.08 -22059.8 -82498.4 21242.8 12812.7 110349 4190.27 6135.75 25876.1 -11208.5 -127980 -359304 48161.5 11164.5 -23570.7 -58160.4
internal_weight=0 2.28983e+06 215598 33600 14007 1844 12163 8536 3627 2.07423e+06 1.91519e+06 159042 39839 12186 6883 2969 653 3914 3394 242 27653 25842 4457 1673 269 60 2784 1404 1811 768
internal_count=4318164 2289827 215598 33600 14007 1844 12163 8536 3627 2074229 1915187 159042 39839 12186 6883 2969 653 3914 3394 242 27653 25842 4457 1673 269 60 2784 1404 1811 768
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=0 4 1 5 1 3 0 1 0 3 0 1 5 1 5 5 1 1 1 1 1 1 5 5 0 3 1 1 0 3
split_gain=1.59792e+13 1.26953e+14 1.01012e+14 1.11849e+14 7.41468e+13 1.23886e+14 7.6181e+13 1.50773e+14 1.12104e+14 6.98725e+13 1.61812e+14 6.822e+13 6.51054e+13 5.85949e+13 5.56338e+13 5.49964e+13 5.43283e+13 1.38468e+14 6.59409e+13 5.88987e+13 5.40845e+13 9.73793e+13 8.69667e+13 2.57461e+14 6.48742e+13 1.22834e+14 9.01414e+13 2.63552e+14 8.4875e+13 6.48278e+13
threshold=60.693675950000006 2.5000000000000004 33.101335500000005 118.33500000000002 39.753614400000011 5.5000000000000009 61.674413550000004 30.102666750000001 61.785186750000001 5.5000000000000009 61.785186750000001 39.969502550000009 48.035000000000004 30.502469200000004 46.810000000000009 71.715000000000018 113.46563545000002 59.76223980000001 65.659480050000013 57.550671000000001 86.067573200000012 114.17164950000002 91.050000000000011 92.035000000000011 61.785186750000001 8.5000000000000018 34.359746700000009 39.753614400000011 61.674413550000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 15 5 6 7 14 12 10 -4 -6 -8 -10 -2 -3 17 19 -19 -12 24 -22 -23 -24 28 26 -26 -28 -11 -30
right_child=1 2 9 -5 11 -7 8 -9 13 20 16 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-22.75453847879545 20563.012137191021 1230.8988881633304 21385.997079832898 -213582.31893184269 43285.649896075629 -21391.255004672446 6878.7707471955655 -63112.813133972384 -178958.83500000002 33076.766269408748 -2773.1585872708838 1007.6789493631737 35615.467463315865 -7393.7438535655056 -30257.405175927881 -44943.540719805882 16280.06993795064 -55929.31103515625 -38.774684196418818 74702.785321588803 -32119.993170143578 56737.21654718736 -262751.36173986486 47737.11731567383 -1001.8068274456523 28415.550713174682 467874.55149456527 90991.026085408535 10789.501588671952 -29028.940363172118
leaf_weight=4258578 610 747 3640 29 387 4323 2646 554 20 1420 3445 27691 1123 4273 333 394 934 806 286 101 544 340 37 96 46 2196 23 96 1927 519
leaf_count=4258578 610 747 3640 29 387 4323 2646 554 20 1420 3445 27691 1123 4273 333 394 934 806 286 101 544 340 37 96 46 2196 23 96 1927 519
internal_value=0 1626.25 8748.05 -19642.9 -1365.38 -7343.78 -990.901 -21707.9 2855.96 10766.6 4988.27 1590.4 15441.1 -8193.02 2616.88 -14713.6 -5723.81 -10155 -41291.3 -566.427 18114.8 -3266.14 29918.9 -38639.4 21606.7 34667.8 117880 163834 13630.2 2340.7
internal_weight=0 59586 17626 1170 41960 13882 9559 1497 8062 16456 9212 28078 3769 4293 943 1141 5572 4638 1092 3546 7244 1017 473 133 6227 2361 165 119 3866 2446
internal_count=4318164 59586 17626 1170 41960 13882 9559 1497 8062 16456 9212 28078 3769 4293 943 1141 5572 4638 1092 3546 7244 1017 473 133 6227 2361 165 119 3866 2446
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 2 5 0 0 5 5 3 5 0 3 1 1 6 3 3 0 1 0 1 5 1 1 1 3 5
split_gain=1.59932e+13 1.83105e+14 4.35329e+14 1.45463e+14 1.70127e+14 8.77783e+13 8.97195e+13 1.39273e+14 8.86609e+13 1.46315e+14 8.40387e+13 1.32079e+14 2.17473e+14 2.69548e+14 2.14034e+14 2.72955e+14 1.85911e+14 1.62573e+14 1.56016e+14 1.58031e+14 1.63614e+14 1.59728e+14 1.52295e+14 1.48762e+14 1.39299e+14 1.47816e+14 1.81963e+14 1.83511e+14 1.4596e+14 1.65288e+14
threshold=47.425481600000005 48.713222300000005 44.083877800000003 39.969502550000009 5.5000000000000009 3.5000000000000004 44.005000000000003 43.642715500000008 43.514103700000014 34.605000000000011 59.510000000000012 10.500000000000002 99.555000000000021 47.249522000000006 7.5000000000000009 40.247294600000011 38.950530550000003 1.5000000000000002 16.500000000000004 18.500000000000004 45.087005000000012 38.950530550000003 47.155083450000006 41.950906500000009 112.04500000000002 38.969379750000009 39.047276750000002 39.016372550000007 16.500000000000004 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 8 -1 -10 -7 14 18 24 -12 16 22 -18 -13 20 -20 -21 -16 -17 25 -14 27 28 -27 -30
right_child=1 -3 -4 4 -6 10 -8 -9 9 -11 11 12 13 -15 15 23 17 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-1517.3779793054925 -53734.857033819055 -41.256458121780483 17785.913588625099 -8727.7006696134758 -35694.682326354421 527.88466171191385 3331.2857948075311 1115.2636275875868 -5104.8781609080133 -31431.701820035938 -5444.0109666048156 -10867.68628280715 43083.82507353933 -63428.537819730322 1280.9629263612276 -29053.384497594754 56136.94835470448 14126.669432890973 12725.196901240342 13588.148865021079 -7228.6631945839363 -9926.7782406426977 -57929.863472458419 -1209.7005953042517 116.93079207382962 53585.401913414164 29669.948815039064 -54656.569699289139 40151.509449135388 -50602.664676109918
leaf_weight=9433 1138 3509193 4117 8363 3248 322942 163773 118448 5371 3478 28898 41144 2013 520 6808 2380 966 19847 10766 3285 6646 23941 464 9903 6836 482 2250 666 328 517
leaf_count=9433 1138 3509193 4117 8363 3248 322942 163773 118448 5371 3478 28898 41144 2013 520 6808 2380 966 19847 10766 3285 6646 23941 464 9903 6836 482 2250 666 328 517
internal_value=0 -91.2148 -10485.7 -19615.4 -16271.3 406.043 1752.48 -138.598 -8262.29 -15452.3 -416.995 -2226.2 -4562.3 7180.18 1126.01 5829.24 11267.3 16076.5 -6425.62 -2331.25 5108.99 -7089.54 -2497.07 -6604.8 9984.68 20767.3 10179.7 -11823.9 9673.16 -15375
internal_weight=0 3.52606e+06 16866 12749 11611 792105 300503 136730 18282 8849 491602 168660 99394 13612 69266 40368 28085 20813 85782 44638 17412 27226 7272 12283 13092 6256 4243 1993 1327 845
internal_count=4318164 3526059 16866 12749 11611 792105 300503 136730 18282 8849 491602 168660 99394 13612 69266 40368 28085 20813 85782 44638 17412 27226 7272 12283 13092 6256 4243 1993 1327 845
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=5 5 4 1 2 0 1 0 5 3 1 1 0 5 0 0 5 1 1 5 0 2 2 1 0 0 1 5 4 3
split_gain=1.63817e+13 5.27978e+13 7.27487e+13 9.99722e+13 1.80165e+14 8.05949e+13 7.39556e+13 1.48993e+14 1.35681e+14 6.87573e+13 6.75014e+13 1.52789e+14 1.43576e+14 1.28141e+14 1.25881e+14 1.82821e+14 2.1402e+14 1.19642e+14 1.90813e+14 1.55435e+14 1.0489e+14 1.47683e+14 1.69099e+14 1.07131e+14 1.03755e+14 1.3299e+14 1.27743e+14 9.88865e+13 9.67619e+13 9.55496e+13
threshold=100.05000000000001 128.92000000000004 3.5000000000000004 20.507360500000004 4.5000000000000009 54.725565150000001 30.243224600000001 60.042666650000008 161.85000000000002 4.5000000000000009 37.889331900000009 30.388336800000001 60.003414000000006 137.05000000000004 55.812836050000008 55.601678500000013 225.45000000000002 37.642309100000013 37.457850350000008 177.02500000000003 54.725565150000001 10.500000000000002 9.5000000000000018 30.278357500000002 55.801980100000009 55.708120100000009 37.275078000000001 225.45000000000002 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 -5 11 12 20 -12 15 27 17 18 19 24 21 22 -4 -22 25 26 -17 -13 -29 -14
right_child=1 2 10 6 5 -7 -8 -9 -10 -11 13 14 29 -15 -16 16 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=32.762289425652476 -2533.653807954096 -152038.33917025864 30292.652641977169 -73764.774826388893 -23721.993541061049 211601.31818181818 -3917.7383563668063 -153339.97662417762 -66144.473732816259 92291.802715502796 19993.396371247811 33809.957859215661 221046.51455078126 -1516.5532853115255 69280.843379431695 -209279.70253906251 -338028.00815217395 76575.106583567424 -258568.36664062503 194742.3372036638 -51171.157431328917 -213551.29375000001 244370.15363372094 -349.76592735546188 -227992.64857219826 89849.234557711694 44066.750137867646 19233.460795454546 297350.08039466594 43656.398506615871
leaf_weight=4199349 83326 116 260 27 43 22 13415 38 78 326 3482 809 34 13536 762 48 23 89 40 29 654 21 43 1134 29 62 34 22 29 284
leaf_count=4199349 83326 116 260 27 43 22 13415 38 78 326 3482 809 34 13536 762 48 23 89 40 29 654 21 43 1134 29 62 34 22 29 284
internal_value=0 -1157.94 2072.16 -3515.71 -77355.1 55925.9 -2553.09 36480.4 53216.3 79590.6 5740.64 16772.2 -20.2238 2884.53 37422.9 17426.3 -43059.2 -22562.9 -59022.7 -19508.7 -9452.25 42899.5 60673.3 -18938.8 -55423.6 -20670.2 -104234 42323.9 177378 62622.6
internal_weight=0 118815 35489 14065 181 65 13884 469 431 353 21424 4406 2430 17018 1976 1214 354 331 242 202 2112 324 303 1788 173 144 82 860 51 318
internal_count=4318164 118815 35489 14065 181 65 13884 469 431 353 21424 4406 2430 17018 1976 1214 354 331 242 202 2112 324 303 1788 173 144 82 860 51 318
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=5 4 3 2 1 1 4 0 4 2 2 4 2 1 0 0 0 0 1 3 2 4 0 3 5 4 1 1 1 0
split_gain=1.66532e+13 2.33132e+13 3.16238e+13 5.15893e+13 2.60419e+13 5.16634e+13 4.57171e+13 3.72978e+13 3.89942e+13 3.33614e+13 6.80121e+13 4.57639e+13 3.81628e+13 5.6686e+13 2.95105e+13 9.34907e+13 2.81251e+13 4.73742e+13 4.3073e+13 5.29236e+13 4.6783e+13 3.20517e+13 2.37475e+13 2.15229e+13 2.09343e+13 1.56724e+14 2.03541e+14 3.26586e+14 1.34655e+14 2.67999e+14
threshold=225.45000000000002 1.0000000180025095e-35 16.500000000000004 2.5000000000000004 37.275078000000001 37.436176200000013 2.5000000000000004 54.864040150000001 4.5000000000000009 2.5000000000000004 5.5000000000000009 4.5000000000000009 9.5000000000000018 30.332994000000003 60.017447350000005 59.853570100000006 56.876792350000009 56.782419000000012 40.810045900000013 3.5000000000000004 2.5000000000000004 2.5000000000000004 57.692655200000004 10.500000000000002 112.04500000000002 3.5000000000000004 30.278357500000002 37.889331900000009 37.342273500000012 55.349623500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 -2 7 6 -6 8 -3 14 11 -11 23 -14 15 -9 17 -7 20 22 -18 -19 -20 -12 -1 -26 -27 28 -28 -30
right_child=1 4 -4 -5 5 16 -8 9 -10 10 12 -13 13 -15 -16 -17 18 21 19 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=21.068024247448264 -696.23735064338234 -40902.388696289068 -48990.722727272732 169939.0290962838 23758.008511513159 4852.8129406569706 192157.31752232145 -23593.583483527691 106394.84702743903 94.174598958333334 -226100.05156250001 154053.15697115386 106550.38535156251 -121401.65278320313 5759.4163352272735 -281375.91927083337 192136.2350341797 -15085.463805509869 -115811.60733506945 40162.559034000435 25958.701085069446 -149797.33281250001 -1729.4215371621622 -79393.211718750012 -6463.0772565327852 -29251.326327923016 16582.171587447167 -4.0258243963433324 -40070.616353236604 66697.858418987948
leaf_weight=4248930 34 32 22 37 38 3331 28 34 41 75 20 26 20 24 22 24 32 38 36 222 36 33 37 20 34084 1801 4243 23098 280 1466
leaf_count=4248930 34 32 22 37 38 3331 28 34 41 75 20 26 20 24 22 24 32 38 36 222 36 33 37 20 34084 1801 4243 23098 280 1466
internal_value=0 6247.81 55766.4 88226.4 5143.17 7490.77 95200.1 -21465.2 41826.2 -38900.2 -15567.8 39727.2 -82053.5 -17787.1 -92856.2 -130262 5953.23 3129.97 32412.5 15874.2 104160 -77698 -57989.1 -152747 -6.17264 -1787.61 3371.63 5391.57 26200.9 49575.8
internal_weight=0 4262 93 71 4169 3831 66 338 73 265 185 101 84 44 80 58 3765 3402 363 295 68 71 73 40 4.3139e+06 64972 30888 29087 5989 1746
internal_count=4318164 4262 93 71 4169 3831 66 338 73 265 185 101 84 44 80 58 3765 3402 363 295 68 71 73 40 4313902 64972 30888 29087 5989 1746
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=3 3 2 5 5 0 0 5 1 4 1 1 5 1 5 1 2 5 1 4 1 1 1 1 1 0 1 5 1 0
split_gain=1.54779e+13 3.32689e+13 1.30875e+14 4.77785e+13 4.63149e+13 4.92195e+13 6.78832e+13 7.82611e+13 6.53601e+13 9.40047e+13 7.12965e+13 4.50893e+13 3.52417e+13 3.49407e+13 5.93729e+13 3.17051e+13 3.06718e+13 2.91923e+13 8.73736e+13 3.95509e+13 4.81413e+13 5.07341e+13 1.2819e+14 4.58734e+13 3.31301e+13 3.885e+13 3.46445e+13 3.3078e+13 3.02786e+13 5.49031e+13
threshold=1.5000000000000002 2.5000000000000004 1.5000000000000002 43.605000000000011 73.010000000000005 61.785186750000001 59.939091550000008 99.555000000000021 30.323743050000001 3.5000000000000004 30.410108300000001 53.243495500000009 43.005000000000003 20.507360500000004 61.845000000000006 38.096381250000007 4.5000000000000009 101.05000000000001 34.359746700000009 2.5000000000000004 36.761894450000007 60.479177250000006 61.310823700000007 65.659480050000013 44.083877800000003 44.893607100000004 37.889331900000009 99.555000000000021 40.247294600000011 43.642715500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 -2 12 6 8 -8 9 -6 -10 -7 -4 14 -5 -14 -1 27 -19 -20 -21 24 -23 -24 25 -22 -27 28 29 -15
right_child=1 -3 4 13 5 11 7 -9 10 -11 -12 -13 15 17 -16 -17 -18 18 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3004.2408702891044 2150.019735530766 -29.030996569318951 -3741.4091580053087 172298.83767857144 -222573.44665178575 -172681.31091579862 5574.9722494346224 163338.46003573804 157381.97903125 25771.206163194445 -12007.82598472987 -15483.618116554055 -7820.0958661840377 76416.981901781488 15532.736255508817 3402.2523156159 101735.39829799108 -95108.91550205776 -22165.198298117899 191325.70364583333 106936.28584134617 278838.80334821431 119270.0852669271 11406.472506793478 -20354.986323242189 -61379.452906976745 35143.448634371678 -38205.368871444312 5112.0074741410681 11472.260008698844
leaf_weight=18948 21032 4205107 21057 35 35 36 95 47 25 27 4090 37 2890 132 78 19529 28 56 110 21 65 28 60 115 140 43 275 156 14481 9386
leaf_count=18948 21032 4205107 21057 35 35 36 95 47 25 27 4090 37 2890 132 78 19529 28 56 110 21 65 28 60 115 140 43 275 156 14481 9386
internal_value=0 12.5781 1872.37 5668.3 -1792.32 -11578.9 -10202.6 57792.5 -12514.2 -114423 -10978.7 -93005.8 -803.67 8606.88 64088.6 1955.6 -2849.69 8356.79 25909.4 33817.3 42061 37743.4 80174.6 48388.3 21274 36490.8 22091.6 7693.34 7991.69 12372.9
internal_weight=0 4.29919e+06 94081 46213 47868 4392 4319 142 4177 62 4115 73 43476 25181 113 22419 18976 25068 913 857 747 726 203 175 523 383 318 24155 23999 9518
internal_count=4318164 4299188 94081 46213 47868 4392 4319 142 4177 62 4115 73 43476 25181 113 22419 18976 25068 913 857 747 726 203 175 523 383 318 24155 23999 9518
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 5 1 0 0 1 2 3 1 1 6 1 1 3 0 0 1 6 1 5 4 0 0 5 1 0
split_gain=1.583e+13 9.56599e+13 4.0614e+14 2.73188e+14 2.63566e+14 2.00243e+14 1.89803e+14 3.63836e+14 2.89913e+14 3.38134e+14 3.16973e+14 2.78774e+14 2.26129e+14 1.84183e+14 4.16964e+14 1.87559e+14 2.62458e+14 1.80375e+14 4.83724e+14 4.65764e+14 3.19896e+14 2.91199e+14 2.65461e+14 4.87024e+14 5.629e+14 3.92974e+14 7.76458e+14 2.79139e+14 2.69512e+14 3.03608e+14
threshold=9.5000000000000018 1.5000000000000002 38.010000000000012 43.642715500000008 37.436176200000013 63.805000000000007 39.630124250000001 59.904813200000007 59.982527000000012 30.243224600000001 5.5000000000000009 6.5000000000000009 30.410108300000001 30.315880100000005 1.5000000000000002 30.388336800000001 30.370618100000005 8.5000000000000018 55.551692500000009 55.719391050000006 39.021425200000003 1.5000000000000002 30.410108300000001 66.50500000000001 3.5000000000000004 59.990816400000007 59.904813200000007 66.990000000000023 30.243224600000001 60.042666650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 9 -9 13 -10 -12 -11 15 16 -15 -3 20 -20 -19 -22 23 28 25 26 -25 -28 -21 -30
right_child=-2 17 3 5 -6 -7 -8 8 11 10 12 -13 -14 14 -16 -17 -18 18 19 22 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-6765.8142469508866 172.81861692201664 52.478175659164108 -13519.352441316198 815.96870992885988 208.1606547200158 -13389.62223477159 10477.200904712974 -75351.111846045111 23564.793012952912 50164.125296534694 94634.184850339967 -37052.009365155318 -30846.776476974963 -52669.560958874179 43415.795556912126 33444.767403668739 -248446.64758208068 8808.9464154346206 -21242.417001750582 -4885.0353511327621 17020.904146010002 -2281.1844577393235 -3096.5583335229258 -14564.24180922626 -69833.61860046802 -32467.709296801135 370334.05819128791 76988.919847058118 -43590.353959649387 422.68561014826685
leaf_weight=61264 2379540 873994 7464 67442 469392 5107 70840 257 1828 1739 1330 1297 161 514 1169 199 79 41418 18394 4481 8295 135335 151923 1460 737 942 33 1907 7652 1971
leaf_count=61264 2379540 873994 7464 67442 469392 5107 70840 257 1828 1739 1330 1297 161 514 1169 199 79 41418 18394 4481 8295 135335 151923 1460 737 942 33 1907 7652 1971
internal_value=0 -212.124 732.74 5158.77 -596.982 6076.2 6753.14 3282.6 22687.1 36614.6 42157.9 -1593.6 81084.6 26471.5 5461.06 -50560.5 -78751.2 -734.36 -2570.42 -6121.68 1066.28 -1166.44 -4496.19 -15580.8 10971.3 24686.9 40522.1 81978.8 -25142.5 -34575.5
internal_weight=0 1.93862e+06 690082 159426 530656 151962 146855 76015 8573 5448 5191 3125 1491 3700 1961 792 593 1.24854e+06 374548 189500 185048 143630 171106 19183 5079 4342 3400 1940 14104 9623
internal_count=4318164 1938624 690082 159426 530656 151962 146855 76015 8573 5448 5191 3125 1491 3700 1961 792 593 1248542 374548 189500 185048 143630 171106 19183 5079 4342 3400 1940 14104 9623
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=0 0 5 4 6 3 1 1 3 6 1 1 3 1 1 0 1 1 4 3 3 0 0 0 0 1 0 5 0 0
split_gain=1.77661e+13 2.77185e+14 3.07418e+14 3.17707e+14 2.17367e+14 2.98262e+14 1.63299e+14 1.50309e+14 1.40892e+14 2.44438e+14 2.51607e+14 8.01014e+14 5.34707e+14 4.60744e+14 4.35689e+14 2.33676e+14 4.96905e+14 3.45087e+14 2.25377e+14 1.95015e+14 1.94049e+14 1.66993e+14 1.5532e+14 2.30076e+14 3.85872e+14 4.3075e+14 2.69286e+14 2.11341e+14 1.97121e+14 4.09526e+14
threshold=56.802385350000009 56.852744000000008 72.010000000000005 2.5000000000000004 1.5000000000000002 23.500000000000004 60.648383500000008 53.140944450000006 5.5000000000000009 1.5000000000000002 30.451272450000005 30.578016350000002 4.5000000000000009 30.305955500000003 30.323743050000001 60.063729500000008 30.102666750000001 30.102666750000001 2.5000000000000004 4.5000000000000009 16.500000000000004 60.063729500000008 61.785186750000001 57.581016350000006 56.911498950000002 61.880021000000006 57.641335050000002 46.810000000000009 59.916647550000008 59.882016200000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -5 -2 9 10 13 12 21 15 -15 17 19 -3 -14 -17 -10 -12 23 24 -11 -26 27 -25 29 -28
right_child=1 8 3 6 -6 -7 -8 -9 20 22 11 -13 18 14 -16 16 -18 -19 -20 -21 -22 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-101.82225900056481 -14335.779894418354 -36253.637769733898 138918.90996503117 17150.616166286494 25965.432202835356 35782.745030243546 -22233.731738528273 4851.3146734474685 -2294.0916859770905 7261.2759764276188 -37012.389092938312 18975.699824222891 264484.30284383585 -79908.024772170174 -2764.2069376381496 -7185.3533125000004 -59923.617429875761 61486.804510360555 573024.67827148444 299827.93117187498 1518.7698051256648 156872.80212983632 -7552.612288496658 6558.8411846395538 -19679.004157419389 2477.4659236743701 1985.6237641640175 34700.411327620815 8396.8648006002877 -25809.366854578911
leaf_weight=3449027 4457 559 536 9372 1405 588 1186 48642 372645 21466 77 9215 91 937 3348 25 83 1021 32 120 207972 105 18772 5822 19533 15931 71870 4927 42677 5723
leaf_count=3449027 4457 559 536 9372 1405 588 1186 48642 372645 21466 77 9215 91 937 3348 25 83 1021 32 120 207972 105 18772 5822 19533 15931 71870 4927 42677 5723
internal_value=0 404.065 6624.24 20352.2 52187.5 84965.1 12726.5 3240.8 -108.654 2031.97 14097.1 24252.9 183694 -1770.9 -19633.2 40563.2 135202 26906.5 344755 246895 -928.358 74844.5 1120.73 1987.01 -3320.76 -9725.96 4293.33 19458 2938 -64.4417
internal_weight=0 869137 66186 13087 2529 1124 10558 53099 802951 222334 15613 9520 305 6093 4285 1808 228 1580 123 145 580617 182 206721 187949 56930 35464 131019 10749 120270 77593
internal_count=4318164 869137 66186 13087 2529 1124 10558 53099 802951 222334 15613 9520 305 6093 4285 1808 228 1580 123 145 580617 182 206721 187949 56930 35464 131019 10749 120270 77593
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=1 1 0 6 2 5 4 0 1 3 1 0 6 0 0 3 0 0 5 5 4 3 0 0 3 1 1 4 0 0
split_gain=1.85038e+13 3.36259e+14 2.14586e+14 1.79964e+14 2.10434e+14 2.13446e+14 4.23929e+14 2.50898e+14 2.16884e+14 1.63683e+14 1.61628e+14 1.83446e+14 1.49109e+14 5.92253e+14 3.43568e+14 2.20779e+14 3.17985e+14 6.47596e+14 1.4768e+14 1.55013e+14 3.02767e+14 1.71748e+14 1.85251e+14 3.19018e+14 1.52028e+14 1.90856e+14 2.36325e+14 1.48518e+14 1.47628e+14 2.80784e+14
threshold=38.633372000000001 38.096381250000007 46.672631750000008 1.5000000000000002 7.5000000000000009 72.705000000000013 2.5000000000000004 44.580511600000001 37.214886200000009 15.500000000000002 37.998366300000008 55.674875350000008 1.5000000000000002 55.212972300000011 54.811549550000009 16.500000000000004 55.777112100000004 55.769960200000007 49.995000000000012 58.305000000000007 1.5000000000000002 5.5000000000000009 59.990816400000007 60.003414000000006 12.500000000000002 37.692869000000009 37.752451500000006 1.5000000000000002 55.388132500000005 55.701368300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 10 -7 9 -8 18 -12 13 14 -4 16 17 -15 27 -20 21 -21 -23 -24 25 -22 -27 -1 -14 -30
right_child=-2 2 12 -5 -6 7 8 -9 -10 -11 11 -13 28 15 -16 -17 -18 -19 19 20 24 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1887.4000759769815 -135.0458665004146 -8206.6143100475401 1914.2785582299327 847.83298569325473 354.56038779029899 90178.517768897698 55181.38996533832 -12008.482687971264 4602.0339446790294 8858.4056551480862 -777.22817097391408 -44807.167398958663 -3661.2856425658038 -622.7653925781251 127172.55494825487 -14601.320252315731 11915.462708280433 290882.92356481485 -12434.660209115951 -36306.778425715522 -8061.5830453284525 50513.290724655679 351540.16970486112 -50935.164112903229 1545.4363654058091 -91900.411697971271 -12022.085690926264 12085.83422917853 22501.4565123541 5124.9091258793269
leaf_weight=86917 3029015 7912 306 784477 235155 242 2254 33679 3729 1153 1792 2005 9199 175 770 2030 1123 135 28093 208 12816 928 54 31 19385 638 883 8336 13188 31536
leaf_count=86917 3029015 7912 306 784477 235155 242 2254 33679 3729 1153 1792 2005 9199 175 770 2030 1123 135 28093 208 12816 928 54 31 19385 638 883 8336 13188 31536
internal_value=0 317.307 7249.32 -58.973 -1682 -4039.48 -2588.21 -11279.5 21265.9 39504.7 -3638.41 -24027.2 9341.07 26748 91550.8 6612.94 36665.2 126323 -3149.33 -6904.07 -2457.67 46460.9 63455.6 204755 -4228.9 -12036.4 -45527.9 -664.542 7875.83 10248.8
internal_weight=0 1.28915e+06 66374 1.22278e+06 438298 203143 169222 33921 7136 3407 162086 3797 58462 4539 1076 3463 1433 310 158289 63036 34943 1221 1013 85 33722 14337 1521 95253 53923 44724
internal_count=4318164 1289149 66374 1222775 438298 203143 169222 33921 7136 3407 162086 3797 58462 4539 1076 3463 1433 310 158289 63036 34943 1221 1013 85 33722 14337 1521 95253 53923 44724
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 5 4 5 0 3 3 5 1 0 5 3 3 3 0 3 5 3 6 0 5 0 6 4
split_gain=1.66697e+13 4.1454e+14 4.22363e+14 4.79953e+14 6.84373e+14 5.76909e+14 3.14247e+14 2.94986e+14 2.79243e+14 3.18086e+14 2.56642e+14 3.07709e+14 2.55549e+14 3.00296e+14 2.64334e+14 2.49994e+14 4.0448e+14 2.67264e+14 3.13285e+14 4.04362e+14 3.96619e+14 2.47406e+14 2.41732e+14 2.38562e+14 2.22756e+14 2.65139e+14 2.12354e+14 5.06011e+14 4.88761e+14 2.04115e+14
threshold=37.66934650000001 37.726745000000001 55.56564190000001 55.628356700000005 55.745923000000012 55.806974650000008 37.692869000000009 56.205000000000005 1.5000000000000002 94.040000000000006 55.946414150000003 19.500000000000004 21.500000000000004 85.020000000000024 37.692869000000009 55.769960200000007 45.005000000000003 3.5000000000000004 10.500000000000002 22.500000000000004 55.751981950000008 17.500000000000004 93.00500000000001 11.500000000000002 1.5000000000000002 55.784980300000008 49.995000000000012 55.762622900000004 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 8 15 -4 -2 -5 -10 11 -7 -13 -14 -15 17 -17 -6 22 20 -20 23 26 -22 25 -18 -19 -28 -29 -21
right_child=1 -3 3 4 5 10 -8 -9 9 -11 -12 12 13 14 -16 16 24 18 19 29 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=377.53897476344122 -14109.940111142645 33.827641883336888 -17027.903334874394 -11230.909164853745 334845.63962500007 7211.7516404745002 39469.259747289791 -48472.674696745351 -52514.982641949508 124246.28389423079 -42038.429043413234 -71744.496312795251 -22482.104468326248 57000.704888369437 -90138.422750467653 5368.695021055988 237655.37348913436 163.07275785507869 148114.54117366773 -14020.141262863021 316647.95024999999 182122.69119466146 174531.30806818182 2931.1611309745531 57706.917893599079 73744.551077431126 -36143.03204134891 -402559.21746987954 -29716.548347848366 64836.489529559796
leaf_weight=920268 6857 3347093 1340 3310 25 8405 3711 3930 4824 104 2263 860 6009 871 142 1337 174 711 414 2073 25 96 55 797 1100 228 608 83 61 390
leaf_count=920268 6857 3347093 1340 3310 25 8405 3711 3930 4824 104 2263 860 6009 871 142 1337 174 711 414 2073 25 96 55 797 1100 228 608 83 61 390
internal_value=0 -102.251 -9067.6 -4333.56 -8496.06 -728.847 24480.9 -26629.2 -33695.7 -48784.6 -10483.3 -6098.88 -20292.7 -13991.3 36375.1 21399.7 45375.6 8648.23 7113.32 22471.1 66858.5 30213.6 -31281.2 12472.4 80987.6 144691 -39018.6 -76063.9 -244619 -1533.71
internal_weight=0 3.3979e+06 50803 40016 34965 26727 5051 10787 8238 4928 18550 16287 7882 7022 1013 8177 2839 5338 5313 3795 1332 918 1518 822 1502 402 1463 752 144 2463
internal_count=4318164 3397896 50803 40016 34965 26727 5051 10787 8238 4928 18550 16287 7882 7022 1013 8177 2839 5338 5313 3795 1332 918 1518 822 1502 402 1463 752 144 2463
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=1 1 0 4 5 6 3 0 0 0 6 3 1 0 3 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0
split_gain=1.5834e+13 2.71381e+14 1.73815e+14 1.49371e+14 1.44852e+14 1.80005e+14 2.67042e+14 1.67755e+14 1.5131e+14 1.99498e+14 1.43176e+14 1.8237e+14 3.83994e+14 8.70809e+14 3.75124e+14 3.60571e+14 7.80266e+14 6.86735e+14 6.23845e+14 8.23774e+14 1.53282e+15 5.78217e+14 1.07496e+15 1.18928e+15 5.72322e+14 1.29389e+15 5.25793e+14 5.24843e+14 4.75386e+14 4.37647e+14
threshold=38.633372000000001 38.096381250000007 46.672631750000008 2.5000000000000004 110.05000000000001 1.5000000000000002 18.500000000000004 55.388132500000005 55.777112100000004 55.769960200000007 1.5000000000000002 17.500000000000004 37.889331900000009 55.751981950000008 24.500000000000004 37.582182450000005 37.615058950000012 16.500000000000004 37.475443250000005 55.576287050000012 55.751981950000008 55.946414150000003 55.993277250000013 56.009576300000013 55.795550600000006 55.591389050000011 55.842510000000011 55.708120100000009 55.899899800000007 55.591389050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 6 8 -7 9 -5 11 15 -13 -14 -15 18 17 24 -1 -20 -21 29 -23 -24 25 -17 -26 -19 -22 -18
right_child=-2 2 3 4 -6 7 -8 -9 -10 -11 -12 12 13 14 -16 16 21 27 19 20 28 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-2719.2131789327123 -124.92404494243836 -7389.3356352729315 5813.8717082625044 134838.28416869018 -35050.614249624552 -7115.6022624592806 -38034.113441457317 23778.601456281554 44095.914899391355 422717.70462962968 764.31675096400068 -191.66722238775779 39128.773339663436 -81344.940378876519 12375.315317071971 -25411.123867291903 -17930.952792285872 -34327.77361730719 36206.071450166914 -115805.38684322975 48859.603612343621 -64858.079558212419 276903.60854001326 -170.0231459416666 -90209.853982359869 180077.17624033696 19735.816110083659 -192611.77278846456 -35380.856297552047 1927.5224698544425
leaf_weight=153118 3029015 7912 46307 222 489 2190 153 8902 172 27 784477 196373 6372 985 754 2280 15169 359 9326 1145 1974 3721 189 859 1890 354 565 503 1014 41348
leaf_count=153118 3029015 7912 46307 222 489 2190 153 8902 172 27 784477 196373 6372 985 754 2280 15169 359 9326 1145 1974 3721 189 859 1890 354 565 503 1014 41348
internal_value=0 293.524 6521.01 8403.58 18269.6 20504.6 75109.3 17678.9 116228 166054 -44.5124 -1492.18 689.034 22011.4 -40709.5 -3399.77 -9580.84 -44151.1 -904.85 19736.5 -17426.7 -6223.99 -39662 49798.4 -30170.2 2205.75 -64906.7 -126691 20272 -3402.44
internal_weight=0 1.28915e+06 66374 58462 12155 11666 574 11092 421 249 1.22278e+06 438298 204484 8111 1739 233814 67237 5951 166577 13459 4133 61286 4769 1048 5089 2634 2455 862 2988 56517
internal_count=4318164 1289149 66374 58462 12155 11666 574 11092 421 249 1222775 438298 204484 8111 1739 233814 67237 5951 166577 13459 4133 61286 4769 1048 5089 2634 2455 862 2988 56517
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 5 5 3 0 0 5 5 4 5 5 5 2 3 2 5 5 2 5 5 3 0 3 4 3 4
split_gain=1.68325e+13 3.59217e+14 1.62166e+14 1.38214e+14 1.04592e+14 2.43103e+14 2.02148e+14 1.86907e+14 3.12319e+14 1.69179e+14 1.86674e+14 2.36854e+14 1.68591e+14 2.42083e+14 3.54348e+14 3.58439e+14 1.68387e+14 1.6851e+14 1.61947e+14 1.2224e+14 1.02346e+14 1.23998e+14 9.80182e+13 2.40172e+14 9.53751e+13 2.26209e+14 9.16746e+13 9.15558e+13 1.24281e+14 8.86771e+13
threshold=20.507360500000004 54.940316550000006 54.943649450000002 8.5000000000000018 4.5000000000000009 125.85000000000001 104.75000000000001 9.5000000000000018 54.725565150000001 54.736324100000012 62.385000000000012 96.015000000000015 2.5000000000000004 81.00500000000001 85.020000000000024 83.010000000000005 2.5000000000000004 8.5000000000000018 2.5000000000000004 137.05000000000004 91.050000000000011 6.5000000000000009 75.015000000000015 77.00500000000001 8.5000000000000018 54.708501450000007 5.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 8 12 10 -10 18 13 -6 15 -15 -13 -18 22 -7 21 -20 -12 -24 25 -14 -27 -8 -29 -26
right_child=-2 2 3 -5 7 19 27 -9 9 -11 11 16 24 14 -16 -17 17 -19 20 -21 -22 -23 23 -25 29 26 -28 28 -30 -31
leaf_value=18945.685863971808 -13.610852872200097 150098.09900232262 1325.542740706559 67445.119831630742 -20715.406413169501 -279957.84455645166 186829.59901633524 6983.1730009197527 -9029.9780583699539 -7794.8111434154025 130841.01083984376 -177813.02354651166 -93540.361099076705 64178.391975911465 6355.0914009996641 648447.64300595247 8945.2886989733306 301209.13863636361 14937.983965825768 -57393.621544905734 239735.30598214289 181050.92455729167 579135.53452380956 173668.99830729168 -63704.575157094703 -50299.724496694718 62104.192016601562 132575.09888392859 -170296.4259375 -153239.28396946564
leaf_weight=1942 4297739 148 546 751 4407 31 110 8407 384 1248 73 43 275 21 93 21 191 22 179 121 35 60 21 48 711 104 240 42 20 131
leaf_count=1942 4297739 148 546 751 4407 31 110 8407 384 1248 73 43 275 21 93 21 191 22 179 121 35 60 21 48 711 104 240 42 20 131
internal_value=0 2863.94 50927 39610.7 -795.241 19365.7 28148.5 -3528.56 -14166.8 17131.4 46589.7 78372.4 -26179.4 -16674.7 115231 356313 2692.15 39132.2 124945 -102785 80028.1 56640 211615 297072 -55727.6 -25928.5 28121.6 132055 34874.6 -77634.6
internal_weight=0 20425 1445 1297 18980 2266 2114 16714 8307 2304 1056 672 6003 4542 135 42 256 213 416 152 274 239 142 69 1461 619 344 172 62 842
internal_count=4318164 20425 1445 1297 18980 2266 2114 16714 8307 2304 1056 672 6003 4542 135 42 256 213 416 152 274 239 142 69 1461 619 344 172 62 842
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=0 2 5 3 4 3 5 6 0 1 3 1 3 1 5 3 5 4 3 0 0 1 1 5 0 3 5 0 2 0
split_gain=1.64844e+13 7.72702e+13 1.34748e+14 1.28224e+14 8.91727e+13 1.09585e+14 8.18742e+13 7.75454e+13 1.10667e+14 1.48552e+14 1.45502e+14 9.96716e+13 9.76569e+13 1.27296e+14 9.53014e+13 8.14682e+13 1.16117e+14 8.1003e+13 7.70803e+13 7.66086e+13 7.38028e+13 7.45333e+13 7.06352e+13 1.00031e+14 7.20268e+13 7.01553e+13 7.00716e+13 7.16493e+13 9.10508e+13 6.94191e+13
threshold=45.087005000000012 12.500000000000002 132.05000000000004 17.500000000000004 3.5000000000000004 14.500000000000002 150.04500000000004 1.5000000000000002 44.039893800000009 39.110397700000007 9.5000000000000018 38.959914000000005 6.5000000000000009 40.810045900000013 137.05000000000004 12.500000000000002 116.06000000000002 4.5000000000000009 22.500000000000004 44.678200800000006 45.013473000000012 38.911476500000006 41.950906500000009 114.05000000000001 44.580511600000001 14.500000000000002 161.85000000000002 45.063245200000004 8.5000000000000018 45.091904500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 -1 7 -4 -6 12 10 11 -10 -9 -14 17 19 -17 -13 20 -12 -7 -22 23 24 -11 -8 -21 28 -28 -2
right_child=29 2 3 -5 5 18 25 8 9 22 15 14 13 -15 -16 16 -18 -19 -20 26 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-154.88080204909431 -6403.9887745497081 4515.3482914003598 -23199.307520517679 -3202.2972248305623 -22011.695159742205 10232.856235244248 -288702.62848815921 9475.8246989790641 975.48357520927857 -128656.53214962123 -116578.50968520221 36020.107244027735 94079.708157070127 25225.698638511632 -18937.454705489312 -1317.88576171875 -247106.98885135134 121254.34134716388 -32453.533790650406 -16551.489449658588 -73822.098608398446 83583.09538428318 -3344.9523315691645 -116589.94162225787 -19908.96165025757 -93605.263573803197 -62942.654769736844 233721.674375 109595.49002130682 -43.589483181680698
leaf_weight=447895 17238 60064 198 702 934 273 20 2631 1741 66 68 1769 352 1132 304 40 37 119 123 1023 32 502 932 151 789 235 57 20 66 3778651
leaf_count=447895 17238 60064 198 702 934 273 20 2631 1741 66 68 1769 352 1132 304 40 37 119 123 1023 32 502 932 151 789 235 57 20 66 3778651
internal_value=0 526.737 3864.77 -29967.8 83.5132 8196.54 -71445.4 5680.36 7969.85 477.988 9221.01 18838.1 21045.6 41557.6 33025.5 -19630.2 -119424 41392.4 41288.4 -13403.2 52527.9 74150.6 -23179.6 -41555.3 -28303.5 -108907 -7386.08 58181.8 29638.8 -72.4735
internal_weight=0 522275 61219 1155 461056 13161 453 12231 11297 7182 5244 3933 4115 1484 2192 1311 77 1888 930 1234 807 534 1938 1006 855 255 1166 143 123 3.79589e+06
internal_count=4318164 522275 61219 1155 461056 13161 453 12231 11297 7182 5244 3933 4115 1484 2192 1311 77 1888 930 1234 807 534 1938 1006 855 255 1166 143 123 3795889
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 3 1 5 3 3 5 1 0 0 1 5 1 0 0 0 0 3 1 0 0 0 0 0 1 3
split_gain=1.60276e+13 1.63557e+14 2.86031e+14 4.41549e+14 1.95363e+14 1.83818e+14 1.67762e+14 2.10985e+14 2.04134e+14 1.68741e+14 1.65636e+14 1.90549e+14 4.41229e+14 5.22952e+14 4.61319e+14 4.32837e+14 4.11307e+14 4.79736e+14 3.68665e+14 3.1971e+14 5.41032e+14 2.73958e+14 2.38216e+14 5.32417e+14 5.82167e+14 5.78015e+14 3.68015e+14 4.42816e+14 4.99441e+14 2.93712e+14
threshold=18.500000000000004 37.66934650000001 37.642309100000013 55.708120100000009 81.00500000000001 21.500000000000004 37.712318250000003 85.020000000000024 19.500000000000004 21.500000000000004 59.510000000000012 37.417247200000006 55.628356700000005 55.68356880000001 37.475443250000005 120.05000000000001 37.475443250000005 55.576287050000012 55.701368300000006 55.87722990000001 55.842510000000011 24.500000000000004 37.275078000000001 55.812836050000008 55.755036050000008 55.885524800000006 55.657530000000008 55.719391050000006 37.328003200000005 28.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 5 -5 -4 7 8 -3 -9 -2 22 16 -14 18 21 -13 -18 -15 20 -20 -16 -12 24 26 -25 -24 28 -28 -26
right_child=1 6 3 4 -6 -7 -8 9 -10 -11 11 12 13 14 15 -17 17 -19 19 -21 -22 -23 23 25 29 -27 27 -29 -30 -31
leaf_value=77.44033971786456 -538.32678705122953 69303.159155832531 68509.257326858104 78697.336076859254 -31715.447653012776 -57385.814504139467 -1398.9910083370864 -79575.664764927467 -20045.832807024119 36483.482797781871 5740.9862207712795 -76541.00609924765 70023.818722433265 -9455.508334788603 18288.531214625018 -335767.37775351037 -10840.230635960765 85307.723746031668 71421.753028042891 18488.779719582119 246690.26433360542 -12261.068495346903 20366.977206819109 -50938.528051589135 116434.22366432511 39945.752779897659 -25367.078652306878 30801.892808019606 -139701.52734763297 -154197.42943768168
leaf_weight=3717520 160342 262 148 1398 181 536 354749 140 10640 1191 35004 818 1905 850 7783 37 4790 582 1423 888 201 4713 3441 4143 595 842 1589 907 503 43
leaf_count=3717520 160342 262 148 1398 181 536 354749 140 10640 1191 35004 818 1905 850 7783 37 4790 582 1423 888 201 4713 3441 4143 595 842 1589 907 503 43
internal_value=0 -479.296 1588.72 36968.2 66040.8 -30145.4 -1796.03 -13309.8 -17898.6 24275.9 1242.72 5261.71 12515.1 20512.6 14578.7 5755.19 -10482.4 -423.606 47471.4 66734.1 93114.5 6766.42 1564.65 -10554.1 7076.83 -35587.6 -1950.01 -27556.1 -52857.6 98194.2
internal_weight=0 600644 233662 2263 1579 684 366982 12233 10902 1331 231399 71057 23990 17800 15895 12533 6190 5372 3362 2512 1624 12496 47067 12063 7078 4985 6440 2999 2092 638
internal_count=4318164 600644 233662 2263 1579 684 366982 12233 10902 1331 231399 71057 23990 17800 15895 12533 6190 5372 3362 2512 1624 12496 47067 12063 7078 4985 6440 2999 2092 638
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 3 4 2 0 2 3 1 3 2 0 4 3 0 1 4 4 4 1 1 0 0 2 1 4 4
split_gain=1.52109e+13 2.25612e+13 2.53554e+13 3.12043e+13 3.29846e+13 4.14406e+13 2.18327e+13 3.3172e+13 2.10549e+13 3.78886e+13 2.83675e+13 2.01028e+13 4.25798e+13 9.27199e+13 4.52593e+13 3.25325e+13 5.62121e+13 5.47423e+13 5.19929e+13 7.04946e+13 5.17322e+13 2.85123e+13 8.86164e+13 9.24768e+13 6.98623e+13 6.71308e+13 1.42333e+14 8.457e+13 7.69544e+13 7.00033e+13
threshold=225.45000000000002 63.563300600000012 59.846652800000008 59.916647550000008 30.315880100000005 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 60.052595500000002 3.5000000000000004 4.5000000000000009 83.026705000000007 8.5000000000000018 5.5000000000000009 55.416472000000006 1.5000000000000002 9.5000000000000018 55.727011600000004 37.597123000000003 2.5000000000000004 4.5000000000000009 2.5000000000000004 38.233559750000005 38.92948375000001 45.03656895000001 45.098908000000009 4.5000000000000009 49.073956850000009 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 -2 9 -6 -10 12 13 21 -15 17 18 -14 -17 -20 -21 -8 -23 -24 -25 29 -27 -28 -29 -26
right_child=1 -3 3 4 8 -7 11 -9 10 -11 -12 -13 15 14 -16 16 -18 -19 19 20 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-5.8992774039951064 -501.85010279605268 106976.88945312501 -109521.97676809212 169979.48968750003 -9377.8952039930573 -10465.687723214287 30527.290857722357 137685.40957031251 -62469.038819679059 -162967.04275323276 60543.340806820524 -14240.92739765959 -73106.896507203739 65490.034812973492 208920.90752840909 92529.418750000012 12199.901167293387 23106.502262878421 14174.217972237726 -150044.32235165552 -18117.317357336957 80851.681813909789 -178976.67170735679 -53435.79257554865 232460.39641203705 22501.802654655614 -284292.89791666664 -193200.58872767858 11746.757783018867 27919.470951704548
leaf_weight=4313902 38 22 38 20 36 35 650 32 37 29 38 424 154 66 33 26 1151 96 84 84 46 133 30 199 27 588 21 28 53 44
leaf_count=4313902 38 22 38 20 36 35 650 32 37 29 38 424 154 66 33 26 1151 96 84 84 46 133 30 199 27 588 21 28 53 44
internal_value=0 5971.12 5447.03 -26621.9 -10467 55150.7 7311.78 62669.5 -36245.4 -77902.3 -142.766 6327.52 8810.02 19117.8 113300 -2948.73 3020.39 -36161 -41003 -57226.6 -103362 13858.9 4211.05 -6085.12 -682.255 13112.7 3585.32 -105463 -59099.2 105703
internal_weight=0 4262 4240 233 195 55 4007 70 140 65 75 3937 3513 1872 99 1641 1391 250 240 214 130 1773 1123 990 960 761 690 102 81 71
internal_count=4318164 4262 4240 233 195 55 4007 70 140 65 75 3937 3513 1872 99 1641 1391 250 240 214 130 1773 1123 990 960 761 690 102 81 71
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 5 2 5 0 0 1 1 1 1 0 3 5 3 6 3 5 0 0 0 0 1 0 3 6 1
split_gain=1.49346e+13 1.47802e+14 3.53221e+14 1.29382e+14 1.38381e+14 9.76975e+13 7.72925e+13 1.02664e+14 1.31972e+14 2.03749e+14 4.42656e+14 2.14282e+14 2.41232e+14 3.1554e+14 4.82321e+14 2.09715e+14 1.96669e+14 1.84682e+14 1.5404e+14 1.64804e+14 1.53119e+14 1.87197e+14 2.61926e+14 1.81025e+14 2.13856e+14 1.43834e+14 2.90965e+14 1.41158e+14 4.24228e+14 1.37822e+14
threshold=47.425481600000005 48.713222300000005 44.083877800000003 2.5000000000000004 39.969502550000009 64.805000000000021 4.5000000000000009 49.995000000000012 45.005863250000004 45.053747000000008 38.92948375000001 38.959914000000005 39.036172050000012 39.021425200000003 45.063245200000004 10.500000000000002 88.015000000000015 22.500000000000004 1.5000000000000002 22.500000000000004 78.010000000000005 45.112033650000008 45.133160800000006 45.254062050000009 45.112033650000008 43.574807850000006 44.732363600000006 15.500000000000002 1.5000000000000002 39.753614400000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 -1 -8 18 -10 15 17 13 14 27 20 -15 -12 25 -20 23 -22 -23 24 -11 26 -9 28 -13 -21
right_child=1 -3 -4 4 5 -7 7 8 9 10 11 12 -14 16 -16 -17 -18 -19 19 29 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1404.3920143163532 10974.199456257091 -43.259514490746625 16039.260611799535 -58505.969614669171 -14213.727304398453 -43155.565594953419 1025.6076455040059 30163.58587674423 5783.3314932739077 514.21049004403721 9983.0712971589674 267136.79117879749 1920.5839298145831 -19562.251632656811 -11603.203548273288 -49373.305335755795 -69306.003657690802 60603.64718664877 -7698.9340405796293 -48629.36262900888 -122256.65700979234 115454.40377475671 -63540.298760669539 -25587.142318524002 92592.799430943094 -7961.6908863172184 -7365.6640232470836 9649.2675279440136 30874.521882283956 55078.707157505589
leaf_weight=386469 1405 3509193 4117 914 9092 1338 201986 4189 38073 903 5655 79 53547 8873 19567 2747 873 826 45247 1513 256 114 289 1459 350 6823 4076 6050 2001 140
leaf_count=386469 1405 3509193 4117 914 9092 1338 201986 4189 38073 903 5655 79 53547 8873 19567 2747 873 826 45247 1513 256 114 289 1459 350 6823 4076 6050 2001 140
internal_value=0 -88.1441 -9426.98 -17650.7 -21196 -17926.5 392.374 -571.824 -2156.2 -472.267 -2771.44 -1133.71 -2385.06 -8542.53 -3097.02 -28863.6 -24018.1 16434.6 -6004.53 -8831.96 -12150.4 -55385.5 -12906.6 -1644.48 26234.5 2784.35 11655.5 17375.4 39847.9 -39845.9
internal_weight=0 3.52606e+06 16866 12749 11344 10430 792105 405636 203650 141662 103589 97471 90990 37443 27697 6118 9746 6481 61988 46900 3371 659 403 2712 1253 15088 8265 8130 2080 1653
internal_count=4318164 3526059 16866 12749 11344 10430 792105 405636 203650 141662 103589 97471 90990 37443 27697 6118 9746 6481 61988 46900 3371 659 403 2712 1253 15088 8265 8130 2080 1653
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=0 0 5 1 2 3 6 1 1 2 1 1 5 3 5 2 3 5 5 5 3 5 6 5 2 5 4 1 1 0
split_gain=1.7801e+13 5.79959e+13 8.12928e+13 5.45188e+13 5.82995e+13 5.69444e+13 4.42536e+13 5.6748e+13 5.04694e+13 4.08852e+13 3.90554e+13 7.45496e+13 7.04522e+13 6.67846e+13 5.48412e+13 4.22927e+13 4.2819e+13 3.9419e+13 3.8112e+13 3.46135e+13 8.12209e+13 3.31595e+13 3.17047e+13 4.92756e+13 2.82943e+13 4.72479e+13 2.75057e+13 4.03649e+13 2.71914e+13 2.63734e+13
threshold=43.056445700000005 42.966471700000007 89.00500000000001 47.473138800000008 8.5000000000000018 15.500000000000002 1.5000000000000002 47.473138800000008 47.854228500000012 12.500000000000002 46.037218400000008 44.660994650000006 225.45000000000002 8.5000000000000018 150.04500000000004 4.5000000000000009 3.5000000000000004 93.00500000000001 97.050000000000011 177.02500000000003 6.5000000000000009 67.520000000000024 1.5000000000000002 120.05000000000001 5.5000000000000009 116.06000000000002 1.5000000000000002 47.473138800000008 44.083877800000003 44.998833400000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 21 5 19 10 -1 18 9 -9 11 14 13 15 -4 16 -13 -15 28 -5 -21 26 23 -19 -12 -26 -3 -28 -8 -2
right_child=29 2 3 4 -6 -7 7 8 -10 -11 24 12 -14 17 -16 -17 -18 22 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-8498.2202522571133 -1096.3664102603962 203.66756671556072 6088.4351429265662 39609.008551316772 -159.76346088092333 -136320.06134259258 -119156.98305288737 8776.958182606646 -10605.808210160998 -55599.47802734375 8561.9437501835637 128063.59008091519 228026.33452380952 3252.3092187500001 -100492.55087357956 -40324.254195462738 14232.55736013105 164747.06200284092 -107054.80455005786 4183.2932115709464 212331.1690995066 -4550.4912018481245 159459.83483468194 9089.4387382075474 -6506.4395798516034 -97837.978764648433 5257.0950857779271 24978.512310594 -14514.982431675946 39.439791973611307
leaf_weight=6230 215246 3919 395 1194 397 27 26 7327 1836 100 399 42 21 45 55 104 155 33 54 37 38 4029 70 53 194 80 3281 1518 553 4070706
leaf_count=6230 215246 3919 395 1194 397 27 26 7327 1836 100 399 42 21 45 55 104 155 33 54 37 38 4029 70 53 194 80 3281 1518 553 4070706
internal_value=0 2342.01 6590.44 20480.3 33285.2 7729 -1895.89 2260.58 4240.16 7910.17 10091.9 22902.7 48578.4 41071.6 -6938.13 11265.8 38501.1 85706.1 -26707.5 43748.2 109645 2952.08 109491 68818.5 -8429.53 -33172.6 6419.37 11495.3 -19213.9 -17.6019
internal_weight=0 32212 16086 3339 1666 1673 16126 9896 9263 7427 1646 973 523 502 450 301 197 201 633 1269 75 12747 156 86 673 274 8718 4799 579 4.28595e+06
internal_count=4318164 32212 16086 3339 1666 1673 16126 9896 9263 7427 1646 973 523 502 450 301 197 201 633 1269 75 12747 156 86 673 274 8718 4799 579 4285952
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=0 1 1 1 5 6 5 1 3 3 5 1 2 5 2 3 4 1 0 1 5 3 1 3 3 3 3 3 5 5
split_gain=1.58876e+13 2.54131e+14 1.24674e+14 4.12868e+14 1.96801e+14 2.13803e+14 1.82552e+14 1.44357e+14 2.20239e+14 1.41977e+14 1.93035e+14 1.38332e+14 1.25017e+14 3.92712e+14 3.39103e+14 1.25056e+14 1.20194e+14 1.74247e+14 1.16563e+14 6.14068e+14 2.589e+14 2.61271e+14 2.31744e+14 3.2041e+14 2.55443e+14 2.54355e+14 2.37632e+14 2.3597e+14 1.79098e+14 1.50828e+14
threshold=43.592450450000008 39.718803500000007 39.787929450000007 39.863684800000009 47.005000000000003 1.5000000000000002 65.905000000000015 39.726951800000002 9.5000000000000018 4.5000000000000009 52.710000000000008 39.739656000000004 10.500000000000002 46.810000000000009 11.500000000000002 14.500000000000002 2.5000000000000004 39.753614400000011 43.642715500000008 39.753614400000011 86.02500000000002 20.500000000000004 39.704585000000002 5.5000000000000009 8.5000000000000018 8.5000000000000018 14.500000000000002 12.500000000000002 52.020000000000003 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 -6 12 11 10 -7 -9 -3 15 -15 -14 -12 -18 19 20 22 -22 24 28 -2 -25 27 -26 -24 -21
right_child=18 2 3 -5 5 9 -8 8 -10 -11 16 -13 13 14 -16 -17 17 -19 -20 29 21 -23 23 25 26 -27 -28 -29 -30 -31
leaf_value=142735.19863435114 -8256.3506861504156 -11946.943637911438 -72877.803297862789 171.91671684229073 30521.558894461501 -41410.897996504937 124409.65672743056 35691.658764919739 54127.087958897479 8544.6519286075982 109348.18307760158 -13781.202976047323 95026.317441998108 -516615.75 -31458.468125000003 -71758.306709235447 -3793.5134964669592 148946.82140465561 6.8356571682199476 -51796.314736511973 31826.499281231489 216095.10860786901 -3506.7485891537817 -55388.326525787626 39900.870689557603 -11434.858299039493 -77018.884021837963 142410.94823175538 38207.1325358541 -260896.81964285715
leaf_weight=127 1165 3029 783 65158 525 190 342 741 899 5611 403 2382 66 34 25 141 314 98 4220249 2397 1055 83 3958 2006 673 3831 116 337 1391 35
leaf_count=127 1165 3029 783 65158 525 190 342 741 899 5611 403 2382 66 34 25 141 314 98 4220249 2397 1055 83 3958 2006 673 3831 116 337 1391 35
internal_value=0 1388.47 1166.14 -695.494 9460.6 20863.4 67557 -2200.89 10512.4 14744.4 49358.1 -2042.69 -17719.2 -83449.6 -311041 -18580.6 70518.9 32537.9 -26.4987 -8278.93 -536.69 45266.1 -4404.29 -10338.8 24571.3 -26540.3 58536 74104.7 7340.89 -54805.6
internal_weight=0 80868 80741 65941 14800 7483 867 7317 4022 6616 1005 3123 3295 266 59 207 815 412 4.2373e+06 17047 14615 1138 13477 11186 2291 5837 1126 1010 5349 2432
internal_count=4318164 80868 80741 65941 14800 7483 867 7317 4022 6616 1005 3123 3295 266 59 207 815 412 4237296 17047 14615 1138 13477 11186 2291 5837 1126 1010 5349 2432
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 5 3 1 3 5 1 5 1 0 5 6 2 2 5 4 5 3 3 1 5 1 2 1
split_gain=1.59073e+13 2.97711e+14 3.24562e+14 2.82227e+14 2.08837e+14 7.31906e+14 3.10743e+14 2.47161e+14 2.03971e+14 4.2224e+14 2.31524e+14 1.69779e+14 1.60932e+14 1.52838e+14 1.52558e+14 5.19387e+14 1.90236e+14 2.01652e+14 1.97166e+14 1.59199e+14 1.54673e+14 2.16075e+14 1.43817e+14 1.38873e+14 1.72572e+14 1.3182e+14 1.2934e+14 1.28625e+14 1.18428e+14 1.43999e+14
threshold=44.039893800000009 39.488326500000007 43.642715500000008 43.574807850000006 39.969502550000009 40.810045900000013 42.09605220000001 51.015000000000008 5.5000000000000009 39.630124250000001 6.5000000000000009 51.815000000000005 44.083877800000003 93.00500000000001 39.739656000000004 43.592450450000008 85.91500000000002 1.5000000000000002 17.500000000000004 11.500000000000002 68.52500000000002 2.5000000000000004 36.005000000000003 14.500000000000002 12.500000000000002 39.262370300000008 88.015000000000015 39.718803500000007 1.5000000000000002 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 14 4 8 7 -7 -6 11 10 -10 -4 -5 -11 16 -16 19 26 28 -3 21 23 -17 24 27 -1 -18 -21 29 -19
right_child=-2 2 3 12 5 6 -8 -9 9 13 -12 -13 -14 -15 15 22 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-131997.85266808246 -31.731343092527045 1587.7044704651601 -48295.703861176153 -44791.872895401961 67332.046596922941 -51872.598601830192 23431.078367708989 160041.50241621889 337873.25207868306 13712.320820862442 92584.572214811997 20062.490160149096 8471.4598526052268 -141852.80073390153 -288.05562215983554 -7375.6487821156061 341323.94814814813 162800.40930776129 -108401.48430341702 144012.36320029813 -46186.362382984167 232324.65258946572 -45986.700547195775 21156.675216492345 170181.02406138039 -30306.865225534391 102140.32267873202 -91888.926536016952 26528.469291324454 -120703.30133928571
leaf_weight=137 4203278 18936 1086 1084 823 591 7529 442 56 1465 123 546 1190 66 70782 1362 27 122 103 38 192 62 3307 853 157 1833 139 59 1755 21
leaf_count=137 4203278 18936 1086 1084 823 591 7529 442 56 1465 123 546 1190 66 70782 1362 27 122 103 38 192 62 3307 853 157 1833 139 59 1755 21
internal_value=0 1160.94 1833.33 15530.6 21328.6 28972.7 17950.2 99725.4 -137.626 23997.1 169323 -25425.9 -16918.8 7006.05 -265.162 -2418.96 6968.9 35132.6 26346.3 3962.02 36996.6 50658.9 -34723.4 40484.3 105392 -37378.8 141044 526.012 33658.8 121167
internal_weight=0 114886 112916 15001 12727 9385 8120 1265 3342 1710 179 1632 2274 1531 97915 75451 22464 2167 2001 20297 1361 1169 4669 1107 254 1970 166 97 1898 143
internal_count=4318164 114886 112916 15001 12727 9385 8120 1265 3342 1710 179 1632 2274 1531 97915 75451 22464 2167 2001 20297 1361 1169 4669 1107 254 1970 166 97 1898 143
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=5 1 0 1 0 0 1 0 3 0 2 2 0 1 3 1 3 2 0 0 0 3 0 1 2 0 1 1 3 0
split_gain=1.66196e+13 7.34022e+13 2.67232e+14 3.30202e+14 5.58894e+14 2.21342e+14 2.91891e+14 4.1114e+14 2.33365e+14 2.64704e+14 2.29464e+14 2.12638e+14 2.07448e+14 1.98672e+14 1.80033e+14 3.09191e+14 2.87367e+14 2.14807e+14 2.73565e+14 2.24118e+14 1.94474e+14 1.82507e+14 1.74179e+14 2.3746e+14 2.19066e+14 1.72761e+14 1.67877e+14 2.8029e+14 6.58984e+14 2.47611e+14
threshold=88.015000000000015 82.837870700000011 55.013931500000005 82.888608650000023 55.046835900000012 55.046835900000012 82.959896850000021 55.014170500000006 21.500000000000004 55.055104550000003 24.500000000000004 24.500000000000004 55.010031850000011 82.871296800000025 6.5000000000000009 82.911991800000024 11.500000000000002 6.5000000000000009 55.030402950000003 55.025681450000008 55.039751500000008 16.500000000000004 55.039751500000008 82.933113850000026 12.500000000000002 55.020029900000004 82.897133550000021 82.907204800000002 10.500000000000002 55.120365700000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 4 -4 6 7 -5 26 11 14 -10 -3 -6 15 -9 25 19 21 -18 -21 -19 23 24 -20 -16 -7 28 29 -28
right_child=1 2 3 5 13 8 -8 10 9 -11 -12 -13 -14 -15 16 -17 17 18 22 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=46.708364475001389 -1620.748419648532 -4302.6490120438211 -76003.414502923231 374343.03216911765 119568.52935450699 -52960.867268050177 -21355.518959223817 185082.56001747533 -69110.625838597523 7818.5943248540834 183751.43118990387 86110.704065326892 -67586.175687997413 314668.93054435489 11104.1307923605 -22948.451502939519 63342.105006138845 70212.880732115635 123364.67385016248 -57799.613299486358 21322.932644285564 -21138.514012297092 44727.907690949141 30730.859573853471 352663.76070667617 70871.98280837576 265759.66688565345 3831.1632655853459 13387.757999327361 -25470.444687499999
leaf_weight=4086520 192983 16299 151 34 330 451 1454 76 1243 1119 91 95 535 62 639 1192 311 287 113 905 473 919 799 131 66 1989 176 8053 633 35
leaf_count=4086520 192983 16299 151 34 330 451 1454 76 1243 1119 91 95 535 62 639 1192 311 287 113 905 473 919 799 131 66 1989 176 8053 633 35
internal_value=0 -824 3153.11 10454.5 87459.6 8489.9 19870.3 27339.7 -648.14 -28072.8 25863.3 -58089.7 -6313.86 150426 24044.6 -10479.7 30645.4 13781.4 33565.5 -13335.4 -30640.7 600.997 69413.3 133038 207911 56339.4 6560.09 9577.28 64403.7 217451
internal_weight=0 231644 38661 21827 543 21284 9479 8025 11805 2457 7991 1338 16834 392 7900 1268 6632 4004 2315 1689 1378 1206 1109 310 179 2628 9348 8897 844 211
internal_count=4318164 231644 38661 21827 543 21284 9479 8025 11805 2457 7991 1338 16834 392 7900 1268 6632 4004 2315 1689 1378 1206 1109 310 179 2628 9348 8897 844 211
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=3 2 3 2 5 3 4 6 1 0 1 5 4 0 0 0 0 1 4 1 3 0 1 1 2 0 0 3 5 5
split_gain=1.52903e+13 8.30819e+13 1.4167e+14 1.38125e+14 1.67501e+14 1.16115e+14 1.12417e+14 8.43578e+13 9.8472e+13 1.44756e+14 8.38666e+13 1.27697e+14 1.33176e+14 1.30135e+14 1.29485e+14 3.57716e+14 2.3575e+14 2.72422e+14 3.57528e+14 4.93945e+14 3.77966e+14 2.6409e+14 4.52035e+14 1.97888e+14 3.09958e+14 2.40889e+14 1.87319e+14 1.48682e+14 2.52409e+14 2.44818e+14
threshold=9.5000000000000018 8.5000000000000018 8.5000000000000018 12.500000000000002 83.010000000000005 3.5000000000000004 2.5000000000000004 1.5000000000000002 37.737121850000008 59.755965500000009 82.784560750000011 80.00500000000001 1.5000000000000002 51.67657710000001 55.110554300000004 55.078308950000007 55.055104550000003 82.911991800000024 3.5000000000000004 82.888608650000023 5.5000000000000009 54.920670650000005 82.926290250000008 82.973038550000012 2.5000000000000004 54.970187400000007 55.299834250000011 7.5000000000000009 137.05000000000004 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 -3 -4 8 9 -8 -1 12 -12 -14 15 16 21 18 19 20 -18 -13 27 24 -24 -25 -16 28 -23 -29
right_child=-2 2 6 4 -6 -7 7 -9 -10 -11 11 14 13 -15 26 -17 17 -19 -20 -21 -22 22 23 25 -26 -27 -28 29 -30 -31
leaf_value=-395.879376678325 169.84723759523155 128093.95386904763 -346.2532390663734 43195.321801900587 -244245.1663043478 -115589.0624037192 -38940.846445959221 -10742.232266822593 48136.165534777087 118314.76605808423 3842.3676866361966 -637.43518330248128 -20792.553738727318 -296.99912961104673 -85413.752808715406 81567.231234983832 517026.64880952379 -54836.161263979506 -23376.110132502989 22156.701203294841 120182.03706752232 6766.3011120999254 22955.91336770101 72495.765533499813 110444.10503518593 1923.4059907181579 -1615.053642363225 13520.81824553672 -65045.845904618283 129151.1701134849
leaf_weight=1548323 2379540 21 41589 171 23 284 386 19965 537 69 99687 6739 3146 202891 289 717 42 1146 732 230 56 2170 658 813 1053 1194 3465 1385 632 211
leaf_count=1548323 2379540 21 41589 171 23 284 386 19965 537 69 99687 6739 3146 202891 289 717 42 1146 732 230 56 2170 658 813 1053 1194 3465 1385 632 211
internal_value=0 -208.477 -3779.14 -56850.8 9117.33 -98810.9 -3355.73 -9328 19134.8 -15093.3 -88.454 1366.05 841.812 -609.948 8809.42 12372.9 9464.95 -21039.1 15500 102260 290258 13994.9 26144.6 51812.3 76798.7 30511 -8066.26 4445.46 -9431.16 28807.8
internal_weight=0 1.93862e+06 63045 499 194 305 62546 20957 992 455 1.87558e+06 327256 305724 206037 21532 17778 17061 2206 1060 328 98 14855 8116 3718 1711 2007 3754 4398 2802 1596
internal_count=4318164 1938624 63045 499 194 305 62546 20957 992 455 1875579 327256 305724 206037 21532 17778 17061 2206 1060 328 98 14855 8116 3718 1711 2007 3754 4398 2802 1596
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=5 5 2 1 5 1 0 1 2 1 1 0 1 1 3 3 0 2 0 2 0 1 0 2 1 1 0 1 0 0
split_gain=1.69787e+13 4.66812e+13 5.08021e+13 9.11926e+13 5.04305e+13 1.76744e+14 9.22725e+13 7.68347e+13 6.6254e+13 9.44861e+13 1.13158e+14 8.89177e+13 8.75957e+13 1.41304e+14 1.34426e+14 1.42068e+14 1.25556e+14 1.12487e+14 1.12084e+14 1.0364e+14 1.23362e+14 1.00378e+14 1.35034e+14 1.59305e+14 1.3898e+14 9.5183e+13 1.08909e+14 9.60955e+13 8.66194e+13 7.97131e+13
threshold=100.05000000000001 128.92000000000004 24.500000000000004 37.436176200000013 142.05000000000004 20.507360500000004 61.785186750000001 30.243224600000001 17.500000000000004 65.551978750000004 82.95335685000002 45.005863250000004 38.969379750000009 38.096381250000007 11.500000000000002 14.500000000000002 55.86787755000001 2.5000000000000004 44.580511600000001 7.5000000000000009 59.963407450000012 30.425002000000003 55.812836050000008 2.5000000000000004 37.275078000000001 30.502469200000004 55.674875350000008 37.39371280000001 60.017447350000005 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 -7 12 11 -11 -10 13 14 17 21 29 18 -9 25 -21 -16 23 -23 -25 -17 27 -27 -20 -15
right_child=1 4 3 -5 -6 6 -8 8 9 10 -12 -13 -14 16 15 19 -18 -19 28 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=33.353998698721824 -2678.2505096129926 -95055.154673713245 -46900.071134629368 48566.530571223382 -1325.8638895977183 47762.289007595486 159174.67919433594 245502.23281250001 -169103.85673076924 -52345.459631189122 137726.1234848485 19830.155407262733 12894.43799840005 -38223.669965132132 2583.9228831898085 42718.948558311859 -162812.81564429012 -30408.433602008954 -4.7211951383359878 59913.700372413434 -117204.92801846593 337036.14789062506 249460.20681790865 -51939.327333333335 167379.43248005319 -117550.43809094554 -153459.20788981122 91874.890214843748 120731.37941607308 134421.7283482143
leaf_weight=4199349 82751 170 129 446 20711 450 40 22 26 616 33 594 9448 596 88 97 81 1144 471 370 44 20 65 75 47 39 96 50 68 28
leaf_count=4199349 82751 170 129 446 20711 450 40 22 26 616 33 594 9448 596 88 97 81 1144 471 370 44 20 65 75 47 39 96 50 68 28
internal_value=0 -1178.85 -2472.43 27148.8 1858.39 6321.03 7500.79 7084.34 5787.76 -16010.6 -42680.8 11907.1 7940.62 -5821.12 4602.26 33891.4 -45681.3 -12421.5 24257.7 9241.36 41089.5 92048.8 130082 75437.4 32552.3 -37514.4 -79582.7 104.241 15227.3 -30476.8
internal_weight=0 118815 83326 575 35489 14778 14608 14568 14118 1269 649 620 12849 3401 2696 991 705 1705 561 696 414 295 207 142 122 282 185 89 539 624
internal_count=4318164 118815 83326 575 35489 14778 14608 14568 14118 1269 649 620 12849 3401 2696 991 705 1705 561 696 414 295 207 142 122 282 185 89 539 624
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 5 3 0 0 3 1 0 0 5 1 1 1 5 5 1 0 3 3 5 2 3 3 0 0 0
split_gain=1.70043e+13 7.25836e+14 4.12049e+14 4.31211e+14 4.52146e+14 3.44605e+14 2.89489e+14 2.7916e+14 2.70976e+14 3.28847e+14 3.67115e+14 2.2685e+14 3.23696e+14 2.2113e+14 2.21067e+14 2.14839e+14 1.94971e+14 1.75112e+14 1.64745e+14 1.71391e+14 2.06567e+14 1.64352e+14 1.54789e+14 1.44275e+14 1.9236e+14 1.34852e+14 1.33369e+14 1.26231e+14 1.25791e+14 1.23753e+14
threshold=57.550671000000001 60.479177250000006 55.912026600000011 53.516665650000007 54.762542150000009 55.005000000000003 9.5000000000000018 58.242297500000006 54.648549400000007 21.500000000000004 56.135466100000009 57.945214300000011 54.811549550000009 76.730000000000018 56.135466100000009 53.664171200000006 56.135466100000009 98.020000000000024 70.00500000000001 54.845880150000006 54.484631300000011 15.500000000000002 10.500000000000002 132.05000000000004 2.5000000000000004 23.500000000000004 3.5000000000000004 58.242297500000006 54.736324100000012 53.516665650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 15 26 5 -5 17 11 -7 10 28 12 16 25 22 -1 -6 -2 19 20 -17 23 -13 -16 -25 -8 -4 -22 -10 -21
right_child=1 -3 3 4 7 8 13 -9 9 -11 -12 14 -14 -15 21 18 -18 -19 -20 29 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=30.74173721041258 -8817.4370023300125 132.82228362516773 22396.550582960663 10419.455374696283 14451.965929942053 -10607.838872590733 -31280.990874163213 -23962.606831065976 45930.103842692799 6908.0454036620786 -99676.783664550792 2631.5475367017784 -19040.775155516014 -97739.416192036297 20141.503907403578 -42940.402928222407 -34036.41659639647 -66537.760434656928 -30089.826285593761 -10605.13705999283 -14017.783632423776 4621.8055354832277 -33812.856294860845 -133800.87325148811 204179.71673713237 48675.079130968465 -27455.540081263953 8344.8546416760928 77756.371490280537 9082.98685770263
leaf_weight=2686671 43708 1464679 611 17533 7589 1242 4633 3515 5175 2367 160 4327 7800 496 14901 2008 931 532 3087 4905 10431 10422 1595 21 85 221 4410 3330 1634 9145
leaf_count=2686671 43708 1464679 611 17533 7589 1242 4633 3515 5175 2367 160 4327 7800 496 14901 2008 931 532 3087 4905 10431 10422 1595 21 85 221 4410 3330 1634 9145
internal_value=0 -270.028 145.831 7030.52 8830.02 19019.4 -12168.5 3234.07 33273.8 39111.5 50049.3 5239.41 -4321.69 -34139.5 10216.5 -67.6223 9153.53 -9511.54 -8098.74 -5822.12 -12978.3 14268.8 -7184.19 20968.5 137221 -27640.6 -21389.1 -8606.29 53567.7 2209.66
internal_weight=0 1.51427e+06 2.8039e+06 84318 79297 28111 49590 51186 10578 9336 6969 47671 16320 5350 31351 2.71958e+06 8520 44240 32906 29819 15769 25429 5922 15007 106 4854 5021 13761 6809 14050
internal_count=4318164 1514269 2803895 84318 79297 28111 49590 51186 10578 9336 6969 47671 16320 5350 31351 2719577 8520 44240 32906 29819 15769 25429 5922 15007 106 4854 5021 13761 6809 14050
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 6 1 1 1 3 3 4 5 2 4 5 5 1 5 5 0 1 1 1 0 3 1 0 1 5
split_gain=1.72269e+13 1.96889e+14 5.60906e+14 4.17556e+14 5.17536e+14 4.8768e+14 3.96941e+14 3.45388e+14 8.46648e+14 5.81244e+14 5.28861e+14 2.55663e+14 2.51338e+14 2.51222e+14 2.37053e+14 1.90258e+14 1.65368e+14 1.55143e+14 1.41078e+14 1.75648e+14 1.30396e+14 2.83346e+14 3.54316e+14 6.58709e+14 4.53252e+14 3.41599e+14 5.48627e+14 6.15548e+14 6.03294e+14 4.09797e+14
threshold=55.842510000000011 55.851332700000007 37.39371280000001 15.500000000000002 13.500000000000002 1.5000000000000002 37.214886200000009 37.692869000000009 37.944765900000007 22.500000000000004 26.500000000000004 2.5000000000000004 65.905000000000015 17.500000000000004 1.5000000000000002 47.815000000000005 60.610000000000007 37.362912300000012 41.365000000000002 42.005000000000003 55.801980100000009 37.275078000000001 37.417247200000006 37.436176200000013 55.806974650000008 14.500000000000002 37.487839250000007 55.826364100000013 37.559851850000008 34.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 6 4 -4 -6 -2 9 -9 11 -11 12 14 15 -5 18 -16 -15 -8 -20 -1 -22 24 -24 -23 29 27 -27 -28 -25
right_child=1 -3 3 7 5 -7 13 8 -10 10 -12 -13 -14 17 16 -17 -18 -19 19 -21 21 22 23 25 -26 26 28 -29 -30 -31
leaf_value=-12.135282168758744 -291.22789881609486 160.78296748015205 11886.238995733716 5024.4131441125546 155841.18092978728 -4563.0124779707548 66397.555504511445 -222594.8630954003 -18297.789299604538 155703.85452042051 16805.267408019499 -70980.966219959111 88587.44181605021 51398.256843750001 -85517.312926109706 125855.69575013507 -52.502652947339655 343911.0697916667 -260816.96375473487 38883.050016276044 15329.887334439409 36248.723303556362 73717.517555975588 7431.7279421226649 -29863.758391914158 -93326.933166119343 59534.997576898546 46262.234385035059 3884.1783987857666 -13459.932078992795
leaf_weight=2828192 552 1373809 7267 1656 509 302 284 258 949 358 1170 879 240 25 666 564 343 66 33 48 7266 1167 1105 12161 9308 1095 2119 444 24137 41192
leaf_count=2828192 552 1373809 7267 1656 509 302 284 258 949 358 1170 879 240 25 666 564 343 66 33 48 7266 1167 1105 12161 9308 1095 2119 444 24137 41192
internal_value=0 289.901 11260.5 5148.26 20342 96109.9 68016.1 -13679 -61966.9 -2706.94 49348.3 -23727.1 -9428.96 104982 -18256 89449.9 -56464.4 263550 33195.4 -83217 -137.613 -3686.57 -5176.66 -2970.74 -22498.3 -4015.01 4974.08 -53055.6 8375.5 -8698
internal_weight=0 1.38998e+06 16169 14597 8078 811 1572 6519 1207 5312 1528 3784 2905 1020 2665 929 1009 91 365 81 2.92819e+06 99994 92728 82253 10475 81148 27795 1539 26256 53353
internal_count=4318164 1389978 16169 14597 8078 811 1572 6519 1207 5312 1528 3784 2905 1020 2665 929 1009 91 365 81 2928186 99994 92728 82253 10475 81148 27795 1539 26256 53353
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=3 2 5 6 0 3 1 1 1 5 1 1 0 0 6 5 6 5 5 1 0 5 1 1 6 0 5 2 0 1
split_gain=1.75585e+13 9.27161e+13 1.5205e+14 1.4633e+14 1.77321e+14 1.31865e+14 2.37374e+14 1.65992e+14 2.51347e+14 2.05083e+14 1.62671e+14 4.02268e+14 4.58912e+14 1.71405e+14 2.72901e+14 1.66632e+14 1.57415e+14 1.94604e+14 1.69742e+14 1.58281e+14 1.57674e+14 1.5703e+14 1.54885e+14 1.71405e+14 1.48988e+14 1.70241e+14 1.48562e+14 1.32268e+14 1.81501e+14 2.9508e+14
threshold=10.500000000000002 9.5000000000000018 62.995000000000012 1.5000000000000002 55.628356700000005 9.5000000000000018 82.95335685000002 65.551978750000004 60.695889550000011 177.02500000000003 82.964402850000013 82.970752000000019 54.990279300000005 54.943649450000002 1.5000000000000002 48.035000000000004 1.5000000000000002 87.395000000000024 31.990000000000006 82.957885500000017 54.959412650000012 107.05000000000001 37.362912300000012 37.417247200000006 1.5000000000000002 55.110554300000004 57.705000000000005 2.5000000000000004 55.91302515000001 30.160599000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 8 22 -9 16 12 13 -12 15 -15 17 19 -18 -8 26 24 27 -24 -10 -26 -20 -7 -29 -30
right_child=-2 2 3 4 -6 6 10 9 21 -11 11 -13 -14 14 -16 -17 18 -19 20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-158.88690457943639 -259.00209752309343 -237.1894915956527 -1477.2098705820742 -24279.217693077251 935.78557107817187 -13850.28458484429 -22431.72373384755 10075.43553830969 -12831.473453626822 182656.99659759965 -10208.524783523835 -172.9288067259441 65232.731558354448 14125.991603712473 1783.6936301133574 38783.434630292941 30319.66298134653 -60729.281449862792 -12510.01742103662 -151.67084949146556 9246.9616213583704 -46116.321196064564 59222.225672386965 5579.6475777947808 -29824.373491048376 2361.4042954729939 -35967.581325816544 -7303.9613150254854 49473.372393065198 4088.2101550191674
leaf_weight=1938223 1629650 54280 11675 9403 3965 7069 3378 32995 11590 69 3933 302637 1539 7506 12139 4317 841 558 8139 56860 2122 870 598 152724 1744 28481 4040 12462 1614 12743
leaf_count=1938223 1629650 54280 11675 9403 3965 7069 3378 32995 11590 69 3933 302637 1539 7506 12139 4317 841 558 8139 56860 2122 870 598 152724 1744 28481 4040 12462 1614 12743
internal_value=0 156.995 -3211.03 -9656.73 -16800.4 259.387 1467.65 3810.57 2857.74 10435.6 -42.3374 912.511 12072.9 9139.99 12315.8 23129.3 -4217.82 -1945.61 -13340.9 -1401.08 -15908.4 -4066.92 4436.61 5788.87 -3192.04 504.266 -20291.3 -1681.53 1525.94 9190.37
internal_weight=0 2.68851e+06 79323 25043 13368 2.60919e+06 670968 262959 229895 33064 408009 332071 29434 27895 23962 11823 75938 60796 15142 60238 14301 42685 187210 153322 41815 30225 12179 33888 26819 14357
internal_count=4318164 2688514 79323 25043 13368 2609191 670968 262959 229895 33064 408009 332071 29434 27895 23962 11823 75938 60796 15142 60238 14301 42685 187210 153322 41815 30225 12179 33888 26819 14357
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 5 5 3 0 0 5 5 2 6 3 4 5 5 5 2 5 5 5 4 5 5 5 5 5 5
split_gain=1.60563e+13 2.91029e+14 1.31126e+14 1.10928e+14 8.57483e+13 1.86424e+14 1.65031e+14 1.5166e+14 2.55741e+14 1.37085e+14 1.53075e+14 1.87938e+14 1.37807e+14 1.35618e+14 1.35338e+14 1.33797e+14 1.96602e+14 2.86598e+14 2.90336e+14 1.18488e+14 1.90336e+14 9.80704e+13 8.41559e+13 1.5845e+14 1.19917e+14 1.7842e+14 8.39253e+13 8.37972e+13 1.63058e+14 2.04441e+14
threshold=20.507360500000004 54.940316550000006 54.943649450000002 8.5000000000000018 4.5000000000000009 125.85000000000001 104.75000000000001 9.5000000000000018 54.725565150000001 54.736324100000012 62.385000000000012 96.015000000000015 2.5000000000000004 1.5000000000000002 8.5000000000000018 2.5000000000000004 81.00500000000001 85.020000000000024 83.010000000000005 2.5000000000000004 75.015000000000015 137.05000000000004 123.15000000000002 3.5000000000000004 100.05000000000001 107.05000000000001 77.00500000000001 161.85000000000002 114.05000000000001 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 8 15 10 -10 13 -13 -12 -14 16 -6 18 -18 20 -15 -7 23 24 -17 -26 -22 28 29 -9
right_child=-2 2 3 -5 7 21 -8 27 9 -11 11 12 14 19 -16 22 17 -19 -20 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=17134.193531159737 -13.293337438841334 135234.99353357262 1584.3261834783871 60818.735477728915 -18598.525436307882 -247902.58306451613 119333.20557776163 5445.7107277909809 -8081.4103174845386 -6670.0785861137592 -5375.836983287184 -159642.56351744186 9564.3424871155112 112793.20427847601 271485.69886363641 -57427.649915172107 57806.238857886907 5997.8985278057798 583648.59880952386 96386.173483080391 521267.63595610124 -48552.177724690089 37857.15990636489 -147860.81978539156 110203.87965785436 -86049.099485759507 258771.48577586209 103568.25453879617 -81105.451542692375 117907.95837831439
leaf_weight=1942 4297739 148 546 751 4407 31 172 7942 384 1248 79 43 191 69 22 1002 21 93 21 218 21 121 102 166 112 79 29 88 212 165
leaf_count=1942 4297739 148 546 751 4407 31 172 7942 384 1248 79 43 191 69 22 1002 21 93 21 218 21 121 102 166 112 79 29 88 212 165
internal_value=0 2797.13 46058.6 35882.7 -496.491 17758.2 25449.3 -2971.37 -12554.2 15767.6 42284.9 71065.6 3651.74 112551 36617.3 -23424.3 -14957.1 103914 320727 140196 220451 -89209.2 -49747.4 -56322.6 -43585.5 29031.2 369020 6497.48 5470.64 7734.63
internal_weight=0 20425 1445 1297 18980 2266 2114 16714 8307 2304 1056 672 256 416 213 6003 4542 135 42 337 119 152 1461 1359 1193 191 50 8407 8319 8107
internal_count=4318164 20425 1445 1297 18980 2266 2114 16714 8307 2304 1056 672 256 416 213 6003 4542 135 42 337 119 152 1461 1359 1193 191 50 8407 8319 8107
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=0 1 4 0 1 5 0 0 3 0 0 1 5 3 6 1 3 3 5 1 3 3 5 5 3 1 5 3 5 3
split_gain=1.55778e+13 1.07092e+14 1.2243e+14 1.03209e+14 1.6291e+14 1.10009e+14 6.28598e+13 1.3376e+14 6.03024e+13 1.11139e+14 5.97695e+13 5.10756e+14 3.76948e+14 3.78935e+14 7.33766e+14 3.42672e+14 2.67096e+14 2.4155e+14 2.27269e+14 1.58658e+14 2.46029e+14 2.1909e+14 1.50432e+14 1.02511e+14 1.0022e+14 9.34797e+13 1.08862e+14 9.27991e+13 8.1328e+13 1.43659e+14
threshold=60.693675950000006 33.101335500000005 2.5000000000000004 63.563300600000012 30.102666750000001 118.33500000000002 61.785186750000001 61.674413550000004 5.5000000000000009 61.785186750000001 60.063729500000008 30.207352000000004 107.05000000000001 5.5000000000000009 1.5000000000000002 30.410108300000001 22.500000000000004 4.5000000000000009 63.455000000000005 30.578016350000002 4.5000000000000009 9.5000000000000018 86.02500000000002 47.815000000000005 2.5000000000000004 30.346469350000003 92.035000000000011 26.500000000000004 62.995000000000012 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 5 -2 7 -6 9 -4 -1 12 13 14 17 16 25 -12 -15 20 23 -21 27 -17 -25 -13 -27 -18 -16 -30
right_child=1 2 8 -5 6 -7 -8 -9 -10 -11 11 15 -14 18 28 19 22 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.050154958096769578 -1238.0936631758698 -321.44467157843241 18171.457546261798 18416.119285973084 -69597.723496471735 -216765.25237630212 -104047.20104420981 5895.1147389102562 16776.189810353182 -4296.020420458397 -51284.567113415949 -39037.86454999353 295077.90120192309 35624.753774111574 -14423.98804059386 44152.289048684295 -19317.689011977793 270571.89625131304 120900.94217686633 -40758.611915869638 8619.6598817674585 197183.6465510671 -119399.66469313402 -14501.194741981908 162310.62201410063 -72131.394949412992 -297565.03948863636 8598.5751244849671 9517.0034301757823 -129386.27333435745
leaf_weight=4243385 1789 39367 3640 752 633 24 192 373 7244 5572 29 2309 52 1023 1414 258 3801 119 450 689 1759 41 130 38 205 814 22 1734 128 178
leaf_count=4243385 1789 39367 3640 752 633 24 192 373 7244 5572 29 2309 52 1023 1414 258 3801 119 450 689 1759 41 130 38 205 814 22 1734 128 178
internal_value=0 1605.7 2706.39 -14722.8 -22999.3 -4091.18 -51614 -41606.8 9949.77 4581.71 -22.4669 -6283.44 27909.3 23751 -6154.87 -16115.3 -26042.9 207505 61676.5 13136.4 26228.3 -27394.7 -13069.5 88051.7 134661 -49411.7 -78063.9 -10572.1 -24539.6 -71282.9
internal_weight=0 59586 55823 3763 3011 1813 1198 1006 16456 9212 4.25858e+06 15193 3393 3341 1868 11800 8810 148 1473 2990 2260 730 5665 501 243 3145 836 5535 1720 306
internal_count=4318164 59586 55823 3763 3011 1813 1198 1006 16456 9212 4258578 15193 3393 3341 1868 11800 8810 148 1473 2990 2260 730 5665 501 243 3145 836 5535 1720 306
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 6 3 0 0 1 0 5 3 1 0 3 5 5 4 5 3 4 1 1 0 0 0 0 0 1
split_gain=1.53562e+13 3.24447e+14 4.47267e+14 1.18772e+15 6.70801e+14 3.95647e+14 3.3966e+14 3.38174e+14 9.28047e+14 5.50503e+14 8.48166e+14 5.04274e+14 2.77385e+14 2.74829e+14 5.18475e+14 2.67608e+14 2.59608e+14 2.5147e+14 2.26245e+14 2.24537e+14 2.10185e+14 2.83592e+14 1.87986e+14 2.03716e+14 7.09907e+14 8.56564e+14 9.46008e+14 8.68732e+14 7.44361e+14 7.76028e+14
threshold=37.39371280000001 37.436176200000013 55.86787755000001 55.734663800000007 65.905000000000015 1.5000000000000002 25.500000000000004 55.619594000000006 55.388132500000005 37.417247200000006 55.645049100000001 67.520000000000024 23.500000000000004 37.417247200000006 55.885524800000006 23.500000000000004 44.905000000000008 86.810000000000016 2.5000000000000004 32.475000000000001 27.500000000000004 1.5000000000000002 37.457850350000008 37.516458750000005 55.576287050000012 55.628356700000005 55.68356880000001 55.820531900000013 55.455204450000004 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 -2 17 19 20 -7 14 16 -15 -4 18 -9 -11 21 -12 -3 24 28 -26 -27 -28 -24 -30
right_child=1 22 13 4 -6 12 -8 9 -10 10 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=447.86928542605278 -27321.24272104233 10303.99443335129 -13214.727377471561 77199.646158917036 89357.655178759334 -9806.689237232833 -16447.829549895552 -44009.016796740761 58315.794194927905 19590.133155836884 30317.208258154089 93402.291534006741 128195.81400853208 -58968.084301657967 13059.800334804953 17392.957750128982 -88171.131593990329 41869.379325161637 -98269.581124650198 -43435.869664628437 88420.089608256021 -34477.149337705792 -15882.150892247962 66.777941211087381 -66334.181771567979 35756.996052322203 -32002.343443027938 977.09075366940783 -7786.3009659727104 34373.583171855855
leaf_weight=650275 3286 17667 842 1424 1574 3486 532 4251 2058 648 1378 878 152 3423 2937 530 1024 290 938 4427 288 1325 9685 3547437 2921 4010 16229 15728 7048 11473
leaf_count=650275 3286 17667 842 1424 1574 3486 532 4251 2058 648 1378 878 152 3423 2937 530 1024 290 938 4427 288 1325 9685 3547437 2921 4010 16229 15728 7048 11473
internal_value=0 -79.4021 -9567.29 -3184.68 31686.8 15459.7 51729.1 -15829.9 5657.99 -23791.6 -8500.57 26768.4 -4040.78 -29201.3 -13128.8 -48729.9 -54348.4 -48752.9 -53817.5 -35388.4 7208.25 -1444.73 13.8285 -36.4675 -5495.32 -14255.7 -10026.2 -15771.1 6582.7 18330
internal_weight=0 3.66789e+06 35691 26935 7168 5594 1956 19767 5344 14423 8944 3869 3638 8756 4803 3953 1866 5479 5189 5075 2991 2703 3.6322e+06 3.61453e+06 67094 38888 35967 31957 28206 18521
internal_count=4318164 3667889 35691 26935 7168 5594 1956 19767 5344 14423 8944 3869 3638 8756 4803 3953 1866 5479 5189 5075 2991 2703 3632198 3614531 67094 38888 35967 31957 28206 18521
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 1 0 3 1 1 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 3 0 3 1
split_gain=1.65338e+13 2.24646e+14 1.42391e+14 1.35989e+14 1.67918e+14 3.12673e+14 7.11125e+14 2.90377e+14 2.87054e+14 6.14945e+14 5.60506e+14 4.62015e+14 8.69575e+14 9.62635e+14 4.52625e+14 1.04755e+15 4.44674e+14 5.59149e+14 1.16104e+15 4.25178e+14 4.18273e+14 4.06419e+14 3.83739e+14 3.8312e+14 7.45892e+14 4.70347e+14 6.12396e+14 4.31223e+14 3.82544e+14 3.19236e+14
threshold=38.633372000000001 38.096381250000007 46.672631750000008 1.5000000000000002 17.500000000000004 37.889331900000009 55.74310830000001 24.500000000000004 37.582182450000005 37.615058950000012 16.500000000000004 55.946414150000003 55.993277250000013 56.009576300000013 55.795550600000006 55.591389050000011 37.475443250000005 55.576287050000012 55.751981950000008 55.708120100000009 55.842510000000011 56.197733450000008 55.455204450000004 55.793358600000012 55.860536450000005 37.752451500000006 11.500000000000002 55.806974650000008 14.500000000000002 37.516458750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 -8 16 10 14 23 -13 -14 15 -10 -1 22 29 -12 -16 -20 -18 -11 25 26 -25 -27 -24 -19
right_child=-2 2 -4 -5 5 6 7 -9 9 11 19 12 13 -15 20 -17 17 18 21 -21 -22 -23 28 24 -26 27 -28 -29 -30 -31
leaf_value=-2554.6493740696642 -127.65490946690268 -6624.4046280076873 7669.7938316317714 780.65217903714472 -120.18979505676369 35592.899958624839 -70778.719224227025 11014.300613625635 -22880.706947649905 -7780.2473362835754 -30891.028724810676 -58335.308468707488 249110.24101562501 -167.71446163368449 -80282.793694893582 162015.15532302426 -45973.800192855371 -77255.381057764476 35307.707851371444 -173355.89376422134 17779.148380062139 -62794.782772401464 13413.411216554809 19356.597028418331 -8279.1869210670029 40803.030956205679 112417.9330708044 -44005.22515036611 55386.473993212014 -223316.37094367939
leaf_weight=153118 3029015 7912 58462 784477 196373 6335 1021 755 2280 43435 359 3721 189 859 1890 354 621 968 2479 503 565 509 4147 1345 7682 1608 1491 956 4558 177
leaf_count=153118 3029015 7912 58462 784477 196373 6335 1021 755 2280 43435 359 3721 189 859 1890 354 621 968 2479 503 565 509 4147 1345 7682 1608 1491 956 4558 177
internal_value=0 299.941 5965.88 -7.61428 -1418.47 674.526 19915.1 -36007.5 -3248.92 -8763.98 -39454.2 -5783.89 -35673.7 44787.9 -26823.3 1968.62 -1022.83 16404.1 -14213.6 -114023 -57714.6 18596.1 29972.9 -3261.74 11740.7 40220.7 68282.7 9181.86 35390.8 -99834.2
internal_weight=0 1.28915e+06 66374 1.22278e+06 438298 204484 8111 1776 233814 67237 5951 61286 4769 1048 5089 2634 166577 13459 4133 862 2455 2988 9326 56517 13082 5400 2836 2564 8705 1145
internal_count=4318164 1289149 66374 1222775 438298 204484 8111 1776 233814 67237 5951 61286 4769 1048 5089 2634 166577 13459 4133 862 2455 2988 9326 56517 13082 5400 2836 2564 8705 1145
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=0 0 0 5 1 1 5 4 5 1 2 3 0 3 0 3 3 1 5 0 5 1 1 3 4 3 3 1 3 1
split_gain=1.55892e+13 1.90199e+14 1.66989e+14 1.68596e+14 1.58793e+14 1.55833e+14 1.57605e+14 1.71953e+14 1.29535e+14 1.18978e+14 1.10344e+14 1.01797e+14 9.22738e+13 4.29901e+14 2.05157e+14 1.69224e+14 2.59423e+14 2.22676e+14 1.95461e+14 1.54764e+14 1.53127e+14 1.40512e+14 1.23988e+14 1.22058e+14 1.21359e+14 1.52193e+14 1.15629e+14 1.7511e+14 1.72829e+14 1.10936e+14
threshold=50.973130900000008 51.636650050000007 51.67657710000001 177.02500000000003 37.855187800000003 39.262370300000008 56.205000000000005 1.5000000000000002 63.455000000000005 36.761894450000007 7.5000000000000009 18.500000000000004 53.145783300000012 17.500000000000004 53.242949050000007 5.5000000000000009 14.500000000000002 49.964253350000007 55.990000000000002 52.485928400000006 91.050000000000011 50.388877400000005 39.143775600000005 8.5000000000000018 3.5000000000000004 18.500000000000004 24.500000000000004 39.188277450000008 21.500000000000004 114.17164950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 5 8 6 -3 10 -2 11 -8 -1 13 19 15 17 18 -14 -17 22 -18 -19 -4 -20 -22 -26 28 -28 -15 -24
right_child=1 2 12 -5 -6 -7 7 -9 -10 -11 -12 -13 14 26 -16 16 20 21 23 -21 24 -23 29 -25 25 -27 27 -29 -30 -31
leaf_value=6049.7437462794223 -14166.221615501861 3119.1034277919198 -13734.522223847165 242972.91008064515 -4325.6949067278101 -25897.422296754783 -18206.574338329083 20667.624930399717 -48458.691389894622 155.51801009957182 153429.75340599203 78167.131898893553 -41867.269211570674 -22426.810373089804 -58.923632840150162 12177.282646709078 6450.0157946906638 5952.6424310260554 90862.979011925476 -6629.5621775888103 -35791.295050066728 -43875.457899377063 3385.8249439876454 33842.491298770576 -5785.4316909568897 258065.72436218263 -64735.566332840361 -3619.4439828522127 48084.884929103806 -74599.377159110314
leaf_weight=30325 4729 8533 4720 31 26346 1154 49 6676 1436 812244 159 197 1289 5514 3289433 6606 11035 8365 411 33281 1364 607 56521 4335 69 32 1458 691 371 183
leaf_count=30325 4729 8533 4720 31 26346 1154 49 6676 1436 812244 159 197 1289 5514 3289433 6606 11035 8365 411 33281 1364 607 56521 4335 69 32 1458 691 371 183
internal_value=0 -93.5651 -21.6773 9983.26 -7706.42 9547.4 12200.5 23457.3 -22153.9 385.844 112996 6515.22 -70.156 -3021.78 21.0858 7736.2 12355.8 -3002.19 23299.4 -1137.71 2417.24 2581.53 1837.91 38780.4 -27959.3 77811 -25231.2 -45084 -17981.6 3134.14
internal_weight=0 3.4754e+06 3.44289e+06 16602 32511 16571 15417 6884 6165 842766 208 30522 3.42628e+06 102739 3.32355e+06 34113 23852 10261 11352 94705 12500 8972 61424 4746 1465 101 8034 2149 5885 56704
internal_count=4318164 3475398 3442887 16602 32511 16571 15417 6884 6165 842766 208 30522 3426285 102739 3323546 34113 23852 10261 11352 94705 12500 8972 61424 4746 1465 101 8034 2149 5885 56704
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 1 3 1 1 6 1 1 5 0 6 3 3 3 3 5 1 1 3 5 0 6 1 3 5
split_gain=1.59966e+13 2.56282e+14 2.92475e+14 4.42199e+14 2.53566e+14 2.75219e+14 2.98527e+14 1.80442e+14 2.40748e+14 2.22163e+14 2.28436e+14 2.15942e+14 4.27869e+14 4.29639e+14 2.93606e+14 7.20961e+14 2.98698e+14 1.3785e+15 3.10928e+14 1.54701e+15 2.83068e+14 5.02186e+14 1.29544e+15 5.95085e+14 4.45706e+14 3.88823e+14 3.42401e+14 5.54134e+14 2.69901e+14 2.68792e+14
threshold=55.734663800000007 55.751981950000008 37.098288800000006 37.889331900000009 37.832345550000007 116.06000000000002 37.542000650000013 25.500000000000004 37.712318250000003 37.777459000000007 1.5000000000000002 37.533784800000006 37.457850350000008 59.025000000000013 55.745923000000012 1.5000000000000002 13.500000000000002 11.500000000000002 16.500000000000004 17.500000000000004 27.010000000000002 37.597123000000003 37.620907050000007 16.500000000000004 64.805000000000021 55.74310830000001 1.5000000000000002 37.66934650000001 15.500000000000002 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 11 10 -10 12 13 -4 15 -14 17 -16 -18 -20 -13 23 25 24 -22 -23 28 -28 -24 -21
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 20 14 -15 16 -17 18 -19 19 29 21 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-152.9612393764483 -37340.627029702584 22.727836360647764 19076.423675765749 2052.436034809406 57359.952483055735 70697.610863095251 -424374.48362068966 -4761.4908824709364 -304693.66084280302 18033.710929910041 -36019.138437424001 -1908.3519129947597 223089.30251464844 108372.3838164538 -21334.025359945383 -1838.0797253658473 85558.360093082025 -492550.5274671053 -424190.89437163976 -43157.156455645047 195953.93909516983 -27023.079434121624 204162.87377099803 -290182.93659274193 -15930.364252970043 -424050.58437500003 121573.73823129291 -4384.5029208065416 52156.73091540359 64948.413807240097
leaf_weight=2646600 1431 1620655 1575 33712 1828 21 29 2672 33 1509 771 814 168 819 339 939 269 76 93 534 553 37 253 31 121 74 519 1068 217 404
leaf_count=2646600 1431 1620655 1575 33712 1828 21 29 2672 33 1509 771 814 168 819 339 939 269 76 93 534 553 37 253 31 121 74 519 1068 217 404
internal_value=0 242.185 7228.45 8517.48 22341.5 17748.7 -216444 18591.9 24155.4 -4588.32 -47046.8 31623 18529.1 49625 -7850.58 32297.2 -33765.2 -107629 -10185.6 -35166.4 50146.9 64895.6 41054.3 138212 157915 -291708 59010.9 36807.9 133981 3404.3
internal_weight=0 1.67156e+06 50909 49478 15766 13938 50 13888 11216 2313 804 8903 5216 2394 2822 1107 1715 415 1300 1031 3687 2873 2168 705 674 111 2057 1587 470 938
internal_count=4318164 1671564 50909 49478 15766 13938 50 13888 11216 2313 804 8903 5216 2394 2822 1107 1715 415 1300 1031 3687 2873 2168 705 674 111 2057 1587 470 938
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 0 1 1 1 0 4 1 0 1 3 1 3 0 0 1 5 0 0 4 5 3 1 0 1
split_gain=1.57621e+13 6.17174e+13 1.0319e+14 7.07272e+13 7.0576e+13 6.6158e+13 6.67347e+13 6.46374e+13 4.48423e+14 2.03869e+14 4.59812e+14 3.09893e+14 2.30306e+14 2.19954e+14 2.80742e+14 2.52404e+14 2.19457e+14 1.99597e+14 2.5315e+14 5.22178e+14 2.03513e+14 1.90901e+14 1.8284e+14 1.78542e+14 1.69826e+14 1.64462e+14 1.53595e+14 1.48682e+14 4.14005e+14 2.38087e+14
threshold=88.015000000000015 90.015000000000015 20.507360500000004 37.582182450000005 3.5000000000000004 37.559851850000008 61.785186750000001 37.275078000000001 36.761894450000007 37.832345550000007 55.924336300000007 2.5000000000000004 37.998366300000008 44.678200800000006 37.726745000000001 5.5000000000000009 37.66934650000001 7.5000000000000009 55.834684950000003 55.734663800000007 37.098288800000006 92.035000000000011 55.993277250000013 56.009576300000013 4.5000000000000009 101.05000000000001 14.500000000000002 30.451272450000005 54.648549400000007 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 27 10 11 -9 26 15 -15 21 -12 18 19 -10 25 -13 24 -24 -22 -19 -11 29 -29 -3
right_child=1 7 3 -5 5 -7 -8 9 17 12 16 13 -14 14 -16 -17 -18 20 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=45.487374552994908 54967.924962731893 -696.84442353787608 -65075.467336933725 -8540.2223768301792 2630.3988747637909 91648.082485465115 133819.06073717948 -37560.760140315891 -23652.858362165178 371.91973309722272 -26788.439678916202 332777.88446875004 128.7234178208686 14210.306157581797 50366.849773419162 -79677.8924025491 -131449.34228116288 -55993.760291940795 -100201.46962890626 207247.21585908777 -58604.412970747522 18837.685483284884 352572.80406250001 20862.291452807051 136603.77717391305 -184542.80893204248 -38103.435972930056 9268.3463200159222 -40063.273299179949 30724.632586721378
leaf_weight=4086520 283 26389 149 21660 6741 86 39 1071 350 1695 785 25 141492 13089 2569 428 269 190 172 136 1430 86 20 86 46 209 2675 3571 3249 2654
leaf_count=4086520 283 26389 149 21660 6741 86 39 1071 350 1695 785 25 141492 13089 2569 428 269 190 172 136 1430 86 20 86 46 209 2675 3571 3249 2654
internal_value=0 -802.46 -5120.84 -5713.87 3012.97 4490.56 3385.02 -185.488 -3873.17 679.294 10621.8 14535.6 -569.6 17980.4 20142.5 -44828.7 -53499.8 -43657 4061.5 40961.2 -59506.9 89544.9 -43410.2 83449.2 -52520.7 -123329 -23179.9 -945.659 -14232.9 2174.5
internal_weight=0 231644 28958 28675 7015 6866 6780 202686 38502 164184 18322 17268 145862 16197 15658 539 1054 2639 658 486 1981 111 1582 106 1476 399 4370 35863 6820 29043
internal_count=4318164 231644 28958 28675 7015 6866 6780 202686 38502 164184 18322 17268 145862 16197 15658 539 1054 2639 658 486 1981 111 1582 106 1476 399 4370 35863 6820 29043
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=0 1 4 2 5 3 1 1 3 4 4 5 5 1 5 1 1 5 1 5 3 2 5 3 5 6 5 3 3 0
split_gain=1.52811e+13 3.68625e+13 3.80067e+13 5.47436e+13 4.75227e+13 4.98592e+13 9.47e+13 1.25249e+14 1.3131e+14 6.47774e+13 5.73225e+13 5.13051e+13 4.42534e+13 5.25366e+13 5.09588e+13 4.85627e+13 8.80548e+13 5.64479e+13 5.29174e+13 4.31763e+13 4.67993e+13 4.22902e+13 4.15189e+13 4.55568e+13 6.22122e+13 4.04706e+13 9.27666e+13 4.03274e+13 3.96795e+13 4.44311e+13
threshold=43.465905150000005 47.854228500000012 2.5000000000000004 12.500000000000002 55.005000000000003 4.5000000000000009 39.969502550000009 43.048525950000005 3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 36.515000000000008 70.50500000000001 47.473138800000008 125.85000000000001 39.969502550000009 39.925119750000007 68.00500000000001 44.083877800000003 120.05000000000001 9.5000000000000018 1.5000000000000002 30.025000000000002 3.5000000000000004 34.920000000000009 1.5000000000000002 112.04500000000002 3.5000000000000004 18.500000000000004 42.966471700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 9 8 -8 11 -7 22 15 25 19 16 17 -4 -17 -15 -21 -10 -1 24 -24 26 -14 -16 29 -5
right_child=-2 -3 3 28 -6 10 7 -9 21 -11 -12 -13 13 14 27 18 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3847.39087508169 -19.909303076177707 -9818.0154859867289 -8565.3674200541664 -86072.942951259334 -4257.8983017140054 31319.400536306093 -75141.278189178774 1170.0580643131354 47802.642871359123 49458.315080585628 4663.5086888553578 -40769.890631022856 31921.972671088617 9471.2467991994981 -72870.089240056826 -43152.3449226476 111514.50328072213 105294.70205610796 16257.280103439512 51940.72445746528 -79868.121568341128 -21582.065954852362 129629.16377467106 7173.6948767089843 -21765.331393914475 -8581.2985967971599 -25417.487141603848 40065.954896846546 -126690.47437633167 15892.059000513109
leaf_weight=526 4270332 2593 209 67 12322 851 598 1451 115 381 15515 227 828 3216 33 158 148 55 2935 36 107 372 95 160 38 3451 428 755 44 118
leaf_count=526 4270332 2593 209 67 12322 851 598 1451 115 381 15515 227 828 3216 33 158 148 55 2935 36 107 372 95 160 38 3451 428 755 44 118
internal_value=0 1777.46 2442.08 7110.22 642.369 3612.56 -6451.51 -18047.3 -43747.2 14156 6049.56 1297.31 8007.89 4242.97 12449.6 17518.5 49769.9 15155.5 13222.5 7080.53 -46685.5 -5197.59 12957 43124.5 86373.6 -2987.33 12382.7 35336.4 -41336.3 -21035.8
internal_weight=0 47832 45239 12588 32651 20329 3963 2536 1085 1427 16366 1046 12359 8854 4147 3505 412 264 3093 3359 143 487 819 293 133 4707 1256 788 229 185
internal_count=4318164 47832 45239 12588 32651 20329 3963 2536 1085 1427 16366 1046 12359 8854 4147 3505 412 264 3093 3359 143 487 819 293 133 4707 1256 788 229 185
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=5 5 4 1 1 3 2 2 1 0 1 3 3 6 1 5 1 3 0 1 5 3 1 5 0 2 1 1 0 1
split_gain=1.53348e+13 2.37576e+13 1.22489e+14 1.46037e+14 2.84585e+14 1.14321e+14 2.43804e+14 2.45613e+14 1.16915e+14 1.44633e+14 1.30419e+14 1.37738e+14 3.51798e+14 1.80562e+14 1.98146e+14 1.70636e+14 1.60182e+14 1.13999e+14 1.16306e+14 1.27371e+14 1.12943e+14 2.17909e+14 1.24738e+14 1.12503e+14 1.12001e+14 1.8313e+14 1.58568e+14 1.3335e+14 2.05162e+14 1.07038e+14
threshold=225.45000000000002 112.04500000000002 3.5000000000000004 30.278357500000002 37.889331900000009 16.500000000000004 9.5000000000000018 16.500000000000004 30.578016350000002 57.178027650000011 30.434657650000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 30.388336800000001 161.85000000000002 30.410108300000001 7.5000000000000009 60.017447350000005 20.507360500000004 118.33500000000002 4.5000000000000009 30.226173900000003 128.92000000000004 53.973051950000006 12.500000000000002 37.314272700000011 37.275078000000001 55.826364100000013 37.275078000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 20 24 8 -7 -8 10 29 11 13 -13 -3 -15 16 17 -14 19 -19 21 -4 -23 -12 25 -5 27 -26 -29 -10
right_child=-2 2 3 4 -6 6 7 -9 9 -11 23 12 15 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=23.096224265754017 5995.3909418072963 70848.897352430547 125716.82507659314 7571.8858133951835 -668.36266395809309 -18343.91724918519 37859.5302260627 -3528.781975340914 -41696.346101146781 -49093.638388477812 32934.848690878382 67934.462457971473 -43710.026856143799 -91927.772799982136 216815.08196022731 -180459.48451450895 -131431.89611608625 -53876.038875000006 -86601.57322410302 31546.049155793036 -10651.321941009724 -135437.16127297794 -17408.693196614586 298614.85881696426 20972.318737074194 -133794.31099748885 55918.570091394467 74505.941939786586 -217748.13985721982 -8809.9152464180133
leaf_weight=4248930 4262 108 51 720 23098 3230 2713 3041 1043 1019 37 833 434 377 22 56 94 200 108 1372 1357 255 138 28 3507 105 1558 41 58 19369
leaf_count=4248930 4262 108 51 720 23098 3230 2713 3041 1043 1019 37 833 434 377 22 56 94 200 108 1372 1357 255 138 28 3507 105 1558 41 58 19369
internal_value=0 -5.92326 -1903.69 2657.37 4368.34 -6037.07 3643.26 15985.7 -9501.93 -12325.8 6992.8 4460.81 12370.7 -43856.3 -74904.4 -8073.09 -3700.97 1978.64 13781.5 20678.1 -24975.7 -68755.2 -93992.1 147382 23793.6 -10420.2 29259.6 17741.3 -96713.6 -10490.3
internal_weight=0 4.3139e+06 64972 30888 29087 34084 8984 5754 25100 21431 3669 3604 3097 507 399 2264 2208 2114 1680 1572 1801 444 393 65 5989 825 5164 3606 99 20412
internal_count=4318164 4313902 64972 30888 29087 34084 8984 5754 25100 21431 3669 3604 3097 507 399 2264 2208 2114 1680 1572 1801 444 393 65 5989 825 5164 3606 99 20412
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=5 0 1 3 5 3 4 3 2 0 3 5 4 5 5 4 0 0 0 5 3 4 3 3 0 1 4 2 2 2
split_gain=1.49193e+13 4.03748e+13 4.03387e+13 3.419e+13 4.79026e+13 2.92693e+13 2.86292e+13 3.06795e+13 2.82478e+13 4.68703e+13 1.00193e+14 4.99364e+13 2.89692e+13 7.70037e+13 7.3546e+13 7.05962e+13 6.21929e+13 5.28065e+13 4.54784e+13 3.55186e+13 2.98401e+13 2.81216e+13 2.74714e+13 5.53367e+13 7.36427e+13 2.70052e+13 2.68955e+13 4.26131e+13 3.7711e+13 2.63163e+13
threshold=22.030000000000005 57.106514900000001 114.17164950000002 13.500000000000002 13.050000000000002 18.500000000000004 4.5000000000000009 4.5000000000000009 4.5000000000000009 43.592450450000008 14.500000000000002 18.050000000000004 -1.0000000180025095e-35 13.050000000000002 13.050000000000002 1.5000000000000002 45.055827000000008 45.073740550000004 46.672631750000008 18.050000000000004 5.5000000000000009 4.5000000000000009 5.5000000000000009 8.5000000000000018 55.674875350000008 30.332994000000003 3.5000000000000004 5.5000000000000009 7.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -5 -6 7 -3 12 10 11 -10 13 -1 16 -16 20 -15 29 -20 -14 22 -18 24 -24 -9 -11 -28 -29 -17
right_child=-2 2 -4 4 5 -7 -8 25 9 26 -12 -13 14 17 15 18 21 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-19377.030591478393 25.687209623478836 5373.0465319511222 37290.807255278087 67072.960930475194 7490.8374173915545 -9486.4280108894272 89091.956398168113 -26316.058989440338 -19694.468920898438 1711.0985073926263 227077.8182002315 73547.610633350982 27475.602443345357 -17569.566626040687 -1067.7105402411732 -39759.056658063615 2462.0900174686071 -330.3069828400055 -141118.50379849138 -49924.176909119407 72960.70178059896 -96451.803425480786 36340.676721833879 13325.10418321279 215242.35497159092 -10159.783781644746 123440.63159906917 -111726.55267857143 46617.643702093163 61722.720079527506
leaf_weight=2953 4237242 1092 210 106 2025 2037 29 1203 124 23864 27 107 554 1975 15886 56 2227 17710 58 162 195 26 76 629 33 7390 47 21 53 47
leaf_count=2953 4237242 1092 210 106 2025 2037 29 1203 124 23864 27 107 554 1975 15886 56 2227 17710 58 162 195 26 76 629 33 7390 47 21 53 47
internal_value=0 -1345.03 -6209.35 -6867.39 708.931 -1022.87 -10118.2 -10415.2 -319.33 2405.58 44800.7 23495.6 -1870.51 -4318.84 907.852 -2008.75 13548.3 -2059.93 -48291.4 -73966.3 39317.5 7095.19 8003.19 24724.1 90503.6 -12421.6 1949.55 48976.8 1682.13 6548.16
internal_weight=0 80922 14092 13882 4168 4062 9714 9685 66830 24243 258 231 42587 22638 19949 16209 3740 19685 323 220 749 2991 2965 738 109 8593 23985 121 74 103
internal_count=4318164 80922 14092 13882 4168 4062 9714 9685 66830 24243 258 231 42587 22638 19949 16209 3740 19685 323 220 749 2991 2965 738 109 8593 23985 121 74 103
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 4 5 1 5 5 3 1 1 1 5 3 5 5 1 1 3 5 5 5 5 2 1 5 5
split_gain=1.52778e+13 7.96356e+13 2.74237e+14 6.88609e+14 4.98511e+14 4.42823e+14 3.2565e+14 2.40169e+14 2.25696e+14 2.97139e+14 2.19696e+14 2.04376e+14 2.67392e+14 1.9946e+14 6.31505e+14 3.74542e+14 2.11887e+14 1.74052e+14 1.66567e+14 1.58813e+14 1.55933e+14 1.49748e+14 1.3675e+14 1.29955e+14 1.25942e+14 1.28633e+14 1.39632e+14 1.21626e+14 1.19564e+14 1.14834e+14
threshold=55.899899800000007 55.87722990000001 37.417247200000006 37.533784800000006 37.66934650000001 55.885524800000006 1.5000000000000002 34.920000000000009 37.542000650000013 63.855000000000011 81.00500000000001 21.500000000000004 37.457850350000008 37.362912300000012 37.39371280000001 82.00500000000001 11.500000000000002 70.50500000000001 84.030000000000015 37.642309100000013 53.664171200000006 8.5000000000000018 90.015000000000015 150.04500000000004 61.020000000000003 82.00500000000001 1.5000000000000002 37.487839250000007 53.995000000000012 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 7 5 8 -7 27 -5 -10 19 23 22 16 -15 21 18 -14 -3 -8 29 -16 -13 24 -9 -26 -27 -4 -21 -6
right_child=-2 2 3 4 20 6 10 11 9 -11 -12 12 17 14 15 -17 -18 -19 -20 28 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-69.227102356740929 287.61783962146473 -1376.0984536238343 -12691.836889846927 19309.418168328873 -16739.382410638173 6381.7939346903595 41668.138007564383 -44214.005249479931 -1782.0182019179701 -63753.841459055293 182500.91714638157 10199.085106036307 -23419.380724022922 247442.02776988639 131755.47324576028 214694.42304276317 91882.575424799434 -105538.02143694596 -133875.85598452672 57866.926953540562 -111964.26955030489 -11308.925945190969 123037.49849286418 148607.00766129032 -102995.18915872346 -217940.06784855772 -19756.720190065302 61367.865983095384 162231.21644417476 22515.862668934438
leaf_weight=2991712 1293583 1203 738 2956 9589 2172 2573 2644 3214 1019 133 696 991 154 82 95 232 349 103 235 164 679 127 31 918 39 402 317 206 808
leaf_count=2991712 1293583 1203 738 2956 9589 2172 2573 2644 3214 1019 133 696 991 154 82 95 232 349 103 235 164 679 127 31 918 39 402 317 206 808
internal_value=0 -123.011 -5018.41 -7666.28 783.179 14290.9 36165.5 -34544.5 -1893.72 -16700.3 56721.7 -42053.2 -17252.5 26491.1 61017.1 27478 3818.01 -44807 -11825.9 51171.4 -15214.8 4106.69 27611.6 -55351.1 -56930.6 -81671.4 -37283.1 9561.17 106618 -13688.7
internal_weight=0 3.02458e+06 32869 30321 23069 12508 5319 7252 7189 4233 3147 6197 2163 2548 1010 856 1538 1340 1306 3014 10561 761 823 4034 4003 1359 441 1055 441 10397
internal_count=4318164 3024581 32869 30321 23069 12508 5319 7252 7189 4233 3147 6197 2163 2548 1010 856 1538 1340 1306 3014 10561 761 823 4034 4003 1359 441 1055 441 10397
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=3 1 3 0 1 1 1 0 0 0 5 5 6 4 3 5 5 5 5 0 0 1 4 0 5 1 0 6 3 1
split_gain=1.53125e+13 1.43399e+14 1.23922e+14 6.37395e+14 2.24308e+14 2.16216e+14 1.78922e+14 2.40441e+14 1.81748e+14 1.74024e+14 2.26492e+14 1.39184e+14 1.31864e+14 1.26341e+14 1.18547e+14 1.33393e+14 1.12659e+14 1.05787e+14 1.04821e+14 1.04763e+14 2.74823e+14 6.15973e+14 1.67132e+14 1.45305e+14 2.36954e+14 2.04137e+14 2.15047e+14 2.40135e+14 4.92595e+14 3.86953e+14
threshold=18.500000000000004 37.832345550000007 19.500000000000004 60.029906750000002 37.542000650000013 37.436176200000013 37.362912300000012 55.86787755000001 59.853570100000006 59.939091550000008 112.04500000000002 103.45000000000002 1.5000000000000002 1.5000000000000002 20.500000000000004 177.02500000000003 70.00500000000001 64.405000000000015 56.005000000000003 55.576287050000012 55.601678500000013 37.559851850000008 2.5000000000000004 55.68356880000001 86.02500000000002 36.761894450000007 55.674875350000008 1.5000000000000002 30.500000000000004 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 11 12 13 -11 -10 15 16 -3 -6 -5 -4 21 -21 -23 24 25 -22 -27 28 29 -28
right_child=1 14 19 18 17 -7 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 23 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=75.692898722766046 -5889.0812894828878 -3248.0383252656184 -6327.1138355351241 -12586.645477452155 26466.155941158475 -23407.742828694754 70581.338800118669 -137994.34756397313 21850.62291690761 -23507.518297685612 188606.2549355159 -33081.164874714181 22165.01295439812 57892.212724988109 -632.27122195565221 107876.76847470237 -11850.645296552257 58923.484955684515 -43426.343817772344 -44560.416049553372 79047.519408606982 45356.50166618111 115617.25286574592 -129.43346841932959 49109.440731138486 1337.3988824364244 44955.190246057806 -3958.8254051239637 235.74764861829004 198105.84755976329
leaf_weight=3717520 3775 79474 20243 4697 3652 1639 874 59 2035 1430 63 287 1133 1863 231526 105 18830 1385 1440 782 373 1746 420 197968 1324 21222 326 980 659 334
leaf_count=3717520 3775 79474 20243 4697 3652 1639 874 59 2035 1430 63 287 1133 1863 231526 105 18830 1385 1440 782 373 1746 420 197968 1324 21222 326 980 659 334
internal_value=0 -468.48 1237.32 8045.54 17445.3 10575.6 15411 57391.7 11711 21465.9 1286.9 34127.8 -3317.52 39076.2 -1868.07 -4775.53 -4895.86 35390.8 -19822.9 564.941 1181.9 31514.7 58980.5 781.244 7930.3 5648.51 4484.53 33535.6 61393.6 122459
internal_weight=0 600644 270709 24332 18195 13158 11519 933 10586 6811 2626 4185 2563 3898 329935 98409 98304 5037 6137 246377 226134 2948 2166 223186 25218 23894 23521 2299 1319 660
internal_count=4318164 600644 270709 24332 18195 13158 11519 933 10586 6811 2626 4185 2563 3898 329935 98409 98304 5037 6137 246377 226134 2948 2166 223186 25218 23894 23521 2299 1319 660
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 5 1 0 1 1 0 5 0 1 5 3 5 0 5 3 3 1 5 0 1 4 3 1 3 1
split_gain=1.55964e+13 1.1694e+14 2.89576e+14 1.07355e+14 1.08557e+14 1.10564e+14 8.7255e+13 6.91667e+13 3.83629e+14 2.29431e+14 2.45314e+14 1.4257e+14 1.32662e+14 3.05738e+14 1.61256e+14 1.59332e+14 1.24423e+14 1.33109e+14 1.21404e+14 1.01166e+14 1.01056e+14 9.32629e+13 8.55648e+13 1.16731e+14 1.43492e+14 8.22421e+13 8.63243e+13 8.15518e+13 8.47283e+13 8.03528e+13
threshold=47.425481600000005 48.713222300000005 44.083877800000003 3.5000000000000004 39.969502550000009 93.00500000000001 40.810045900000013 47.222459950000008 39.704585000000002 39.488326500000007 47.297889100000013 73.995000000000019 47.236539400000005 39.753614400000011 87.395000000000024 5.5000000000000009 114.05000000000001 47.249522000000006 84.030000000000015 22.500000000000004 3.5000000000000004 39.718803500000007 89.00500000000001 47.228519500000004 39.739656000000004 2.5000000000000004 16.500000000000004 40.247294600000011 18.500000000000004 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 -6 29 9 18 16 -12 13 15 20 -10 19 -18 -9 -11 -14 -17 -23 24 25 -24 -27 28 -22 -1
right_child=1 -3 -4 4 5 -7 -8 8 12 10 11 -13 14 -15 -16 21 17 -19 -20 -21 27 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=680.10059520747018 2339.7313909017689 -50.151644829853183 14661.183850064022 -57958.75460537988 -8723.4930065480785 -105830.26818150113 -28681.56170865575 -25107.117527945582 5451.8782961321776 2851.1625835715067 -18549.343684966614 -77410.606170094587 22152.842484693319 -3429.2508453445876 -21298.420876135366 18586.633970900933 -20657.04056822311 -177463.1480938489 -116466.45644980983 -11638.820558384163 6575.1159753592965 35998.14882272276 298128.78321428574 30990.152499205808 22103.3206327794 86273.620340602531 219974.10451066299 -39884.234688223383 -6957.5939222772568 -1769.0564542598838
leaf_weight=490121 2588 3509193 4117 718 5773 140 3530 3378 2905 31484 4053 458 3600 5717 2260 2806 172 79 152 5689 44604 4021 35 332 118 139 74 405 5162 184341
leaf_count=490121 2588 3509193 4117 718 5773 140 3530 3378 2905 31484 4053 458 3600 5717 2260 2806 172 79 152 5689 44604 4021 35 332 118 139 74 405 5162 184341
internal_value=0 -90.0761 -8396.89 -15843 -20474.1 -17623.9 -16296.5 400.974 2638.42 -4556.67 -2495.63 -24525.5 7170.62 15156.8 4869.16 25344.4 159.795 -70010.4 -29041 633.598 5968.99 33023.8 41608.4 73927.7 112877 156067 132724 4807.72 5171.43 10.7077
internal_weight=0 3.52606e+06 16866 12749 10161 9443 9303 792105 117643 45465 41935 4511 72178 16147 56031 10430 37424 251 3530 37173 53771 7525 4719 698 366 248 213 50171 49766 674462
internal_count=4318164 3526059 16866 12749 10161 9443 9303 792105 117643 45465 41935 4511 72178 16147 56031 10430 37424 251 3530 37173 53771 7525 4719 698 366 248 213 50171 49766 674462
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 5 3 3 1 6 3 5 1 1 0 5 6 2 3 3 5 4 3 5 6 1 3 5
split_gain=1.62391e+13 2.43383e+14 2.65479e+14 2.28072e+14 1.71829e+14 5.92555e+14 2.52017e+14 2.02605e+14 1.65576e+14 1.43257e+14 2.15836e+14 2.30878e+14 1.85302e+14 1.56608e+14 1.30397e+14 1.26874e+14 4.17745e+14 1.60223e+14 1.62713e+14 1.5737e+14 1.40014e+14 3.23745e+14 2.23976e+14 2.00603e+14 1.99876e+14 2.50195e+14 2.25021e+14 1.85669e+14 3.9692e+14 4.39517e+14
threshold=44.039893800000009 39.488326500000007 43.642715500000008 43.574807850000006 39.969502550000009 40.810045900000013 42.09605220000001 40.405000000000008 19.500000000000004 4.5000000000000009 39.630124250000001 1.5000000000000002 3.5000000000000004 77.715000000000018 44.083877800000003 39.739656000000004 43.592450450000008 85.91500000000002 1.5000000000000002 17.500000000000004 12.500000000000002 14.500000000000002 67.520000000000024 1.5000000000000002 5.5000000000000009 50.005000000000003 1.5000000000000002 39.726951800000002 22.500000000000004 63.855000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 8 7 -7 -6 9 12 11 -11 13 -4 -5 17 -17 20 -19 -20 24 22 23 -22 25 -3 -26 -23 -29 -30
right_child=-2 2 3 14 5 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 19 -21 21 27 -24 -25 26 -27 -28 28 29 -31
leaf_value=-33673.29510135555 -32.060509772493788 -1614.8133267747462 -10534.07530875894 -40091.2925373373 47306.424965605867 -46482.917597788444 21332.875501257098 127511.47032708314 207459.89531250001 367334.91451099538 -1151.3774718007371 61558.590788633359 -77243.27588575588 170841.84364149306 7853.3585324686519 -170.05602879423586 -31052.70516786565 127464.09720208962 30967.32372291814 -95948.900864684474 39664.816777707638 -18332.001498535708 -58234.187429511279 127063.64085597121 30343.823523368323 34864.093318255094 -20042.201751168646 68990.602589792295 20378.771226008859 -211850.14581542971
leaf_weight=1970 4203278 6140 402 1084 592 591 7529 673 38 27 2033 289 499 54 1190 70782 4669 166 1898 103 577 1767 133 482 1034 2710 6207 873 254 120
leaf_count=1970 4203278 6140 402 1084 592 591 7529 673 38 27 2033 289 499 54 1190 70782 4669 166 1898 103 577 1767 133 482 1034 2710 6207 873 254 120
internal_value=0 1172.98 1780.93 14169 19381 26314.8 16397 89976.8 -90.4944 -2477.58 10799.4 87685 -35134.7 10944.7 -15001.5 -116.968 -2081.11 6480.1 32326.8 24434.4 3720.59 19965.9 64082.3 79444.1 -525.741 9555.56 -12847.2 2518.36 32063.3 -54133.2
internal_weight=0 114886 112916 15001 12727 9385 8120 1265 3342 3304 2349 316 955 456 2274 97915 75451 22464 2167 2001 20297 4206 1192 1059 16091 8850 7241 3014 1247 374
internal_count=4318164 114886 112916 15001 12727 9385 8120 1265 3342 3304 2349 316 955 456 2274 97915 75451 22464 2167 2001 20297 4206 1192 1059 16091 8850 7241 3014 1247 374
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 5 1 0 5 3 0 6 0 1 6 3 3 1 0 6 3 5 3 1 3 3 0 0 0
split_gain=1.62222e+13 3.17481e+14 6.19019e+14 2.25403e+14 4.51213e+14 2.26305e+14 3.30645e+14 2.23625e+14 2.65305e+14 2.20483e+14 2.1984e+14 2.02126e+14 2.32885e+14 2.39015e+14 2.70586e+14 1.99291e+14 2.16981e+14 1.84221e+14 2.13249e+14 2.58656e+14 1.794e+14 1.72428e+14 1.5326e+14 1.49041e+14 1.41513e+14 2.37691e+14 3.019e+14 4.17014e+14 2.34515e+14 2.11393e+14
threshold=49.073956850000009 49.236330900000006 55.842510000000011 49.964253350000007 50.227799100000006 52.307266200000008 88.015000000000015 50.888703650000004 55.701368300000006 110.05000000000001 5.5000000000000009 53.355366400000001 1.5000000000000002 53.204054050000003 50.158868250000005 1.5000000000000002 8.5000000000000018 11.500000000000002 49.323301500000007 55.795550600000006 1.5000000000000002 19.500000000000004 150.04500000000004 32.500000000000007 49.111504200000006 19.500000000000004 22.500000000000004 55.812836050000008 55.795550600000006 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 9 11 6 7 20 -9 17 -10 12 21 23 -15 16 -4 18 -3 -20 -6 -5 -8 -14 25 28 -27 -28 -2 -26
right_child=1 3 15 4 5 -7 22 8 10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=-172.78595431038133 -17327.983208098078 7726.7380794344535 -47781.79317470453 15414.254763282108 -19669.333835798745 46.62038743766476 -39908.503814859141 -6091.0312294833348 -22783.545051040477 -87554.51887824398 -73308.290603009562 -26197.061587117812 8018.6631235374462 64102.289247243927 21647.344614164387 24836.121336479253 76254.973427950274 -20942.080065378061 -23266.993081272572 4497.2632155453521 2618.8289140235374 -15594.611251137214 -144506.93842741524 274634.56071428576 1017.0652795877068 59960.555094316107 -17436.7443643812 195162.60657759686 5953.7799176143781 12594.400124104868
leaf_weight=2406059 10758 10243 156 3090 4160 1703034 1659 11052 3993 348 1098 1366 13318 1762 10144 5930 1470 7731 7817 5879 27384 4273 153 21 38285 1250 1576 98 7237 26820
leaf_count=2406059 10758 10243 156 3090 4160 1703034 1659 11052 3993 348 1098 1366 13318 1762 10144 5930 1470 7731 7817 5879 27384 4273 153 21 38285 1250 1576 98 7237 26820
internal_value=0 217.422 5897.72 -74.8823 74.1618 -147.111 -6812.53 -5219.36 -14791.9 -8391.09 -33680.5 11488.4 13067.1 17631.2 27930.4 33340.3 64354.8 -7521.22 -3187 -11349.2 -320.518 -2581.25 -48740.5 8438.4 3487.28 -3667.99 22775.8 -4990.67 -7964.82 5786.35
internal_weight=0 1.9121e+06 93580 1.81852e+06 1.78651e+06 1.75253e+06 49499 47687 16143 32018 5091 33974 32608 25245 11906 7556 1626 31670 23939 13696 31544 7363 1812 13339 86024 20919 2924 1674 17995 65105
internal_count=4318164 1912105 93580 1818525 1786507 1752533 49499 47687 16143 32018 5091 33974 32608 25245 11906 7556 1626 31670 23939 13696 31544 7363 1812 13339 86024 20919 2924 1674 17995 65105
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 4 5 1 3 5 5 5 3 1 4 3 2 5 5 5 2 5 3 3 3 3 5 5 2 1
split_gain=1.61139e+13 3.24247e+13 1.29489e+14 8.69879e+13 9.6306e+13 1.9889e+14 1.3371e+14 7.78077e+13 2.72187e+14 7.45071e+13 1.27301e+14 1.12363e+14 1.07208e+14 2.35318e+14 7.9781e+13 7.44246e+13 1.20576e+14 7.8974e+13 6.9148e+13 1.20075e+14 6.99162e+13 8.84498e+13 6.5859e+13 6.25679e+13 6.42503e+13 6.1936e+13 7.40999e+13 6.43994e+13 5.67987e+13 1.06315e+14
threshold=43.465905150000005 40.810045900000013 44.083877800000003 39.925119750000007 9.5000000000000018 1.5000000000000002 59.810000000000009 39.969502550000009 3.5000000000000004 81.910000000000011 71.00500000000001 123.15000000000002 3.5000000000000004 39.969502550000009 2.5000000000000004 16.500000000000004 7.5000000000000009 38.905000000000008 109.05000000000001 94.040000000000006 2.5000000000000004 118.33500000000002 6.5000000000000009 8.5000000000000018 11.500000000000002 3.5000000000000004 56.005000000000003 30.025000000000002 8.5000000000000018 39.969502550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 18 6 28 7 25 -9 10 12 14 13 -8 -11 17 -17 -7 19 -1 -20 -22 -10 -3 -25 27 -27 -5 -6 -30
right_child=-2 2 -4 4 5 15 9 8 22 11 -12 -13 -14 -15 -16 16 -18 -19 20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-5121.5284752308362 -20.444619977705848 -22824.266423091183 1206.7299272306625 -4331.0309148185488 65234.953074259545 173123.55629534042 300045.6795056152 -70019.811478834119 18763.714109804885 67424.708352864589 115911.85661563423 113597.88403033088 4798.3401034512362 -63775.906103515626 -66007.816880737999 200899.80302083335 -7765.450889756944 -25206.3731182474 -229612.32957356772 94798.474202211451 -141794.2322385204 37975.26929183468 -61217.306797912053 -114470.15653782895 39917.533959960943 9033.9731080479469 -90365.143718699925 76430.52106933594 72348.925247395833 249833.03624855322
leaf_weight=3995 4270332 432 36500 155 383 21 40 601 1158 60 254 68 364 32 177 45 72 457 24 124 49 62 113 171 32 1949 78 272 90 54
leaf_count=3995 4270332 432 36500 155 383 21 40 601 1158 60 254 68 364 32 177 45 72 457 24 124 49 62 113 171 32 1949 78 272 90 54
internal_value=0 1825.25 427.858 6676.34 14003.8 40628.4 8389.66 787.204 -14567.9 41443.2 59636.5 284.443 26852.3 138347 -32227.4 1004.47 72490.4 -16493.1 -4421.64 -2113.5 -74845.5 -41382.4 11652.9 -44341.9 -90133.2 12500.6 5209.04 47114.3 85365 138905
internal_weight=0 47832 37135 10697 6443 1122 5321 4326 1872 995 690 305 436 72 237 595 117 478 4254 4119 135 111 1271 635 203 2454 2027 427 527 144
internal_count=4318164 47832 37135 10697 6443 1122 5321 4326 1872 995 690 305 436 72 237 595 117 478 4254 4119 135 111 1271 635 203 2454 2027 427 527 144
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=1 0 0 3 2 3 5 5 3 0 0 5 5 4 5 5 5 6 2 5 5 2 5 4 3 5 5 5 5 2
split_gain=1.51121e+13 2.34578e+14 1.04074e+14 8.98841e+13 6.91028e+13 6.49428e+13 1.47466e+14 1.24231e+14 1.22695e+14 2.05676e+14 1.13041e+14 1.26486e+14 1.47365e+14 1.03684e+14 1.58419e+14 2.32575e+14 2.12556e+14 8.07354e+13 8.29892e+13 1.09773e+14 1.98258e+14 1.0885e+14 7.9073e+13 7.89065e+13 9.57473e+13 7.64891e+13 6.90577e+13 1.19329e+14 1.67229e+14 1.09075e+14
threshold=20.507360500000004 54.940316550000006 54.943649450000002 8.5000000000000018 8.5000000000000018 4.5000000000000009 125.85000000000001 104.75000000000001 9.5000000000000018 54.725565150000001 54.736324100000012 63.855000000000011 123.15000000000002 2.5000000000000004 81.00500000000001 85.91500000000002 83.010000000000005 1.5000000000000002 2.5000000000000004 90.015000000000015 75.015000000000015 6.5000000000000009 67.990000000000023 3.5000000000000004 3.5000000000000004 137.05000000000004 161.85000000000002 114.05000000000001 102.01000000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 -1 9 13 11 -11 17 14 -7 16 -16 -13 19 20 -19 -20 -12 -9 -25 -8 27 28 -10 -30
right_child=-2 2 3 4 -6 8 25 23 26 10 22 12 -14 -15 15 -17 -18 18 21 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=15269.170919752654 -12.896569931230836 121000.11122255068 1613.6111432756697 65626.6967331755 -31120.948326901358 -16579.668780926142 -219642.30282258068 154789.76046164773 5054.0748635454647 -6764.5868053886225 8943.55571781047 -4639.0714911882269 -47626.803517597858 -43937.093668051639 52134.004092261908 2125.6847570398354 492171.56453804346 105098.3677472015 48547.344048793864 -25351.015494791667 384287.09900914639 192863.31993408204 -48412.450496544479 99476.49294549851 -166363.04093750002 -43587.461918904963 94240.687553267053 -68875.331798625455 263463.75107142859 64580.397644230776
leaf_weight=1942 4297739 148 546 668 83 4407 31 110 7942 390 923 86 99 1461 21 91 23 67 285 24 41 64 325 42 20 121 88 212 35 130
leaf_count=1942 4297739 148 546 668 83 4407 31 110 7942 390 923 86 99 1461 21 91 23 67 285 24 41 64 325 42 20 121 88 212 35 130
internal_value=0 2713.64 41553.4 32487.8 54934.2 -243.337 15643.1 22483.6 -2397.15 -11016.5 14382.3 38462.1 64946.2 -20764.7 -13311 93394.1 282154 84601.8 100558 168098 211087 75012.2 -5992.9 103940 13721.8 -79493.4 6119.63 5187.47 7124.23 106768
internal_weight=0 20425 1445 1297 751 18980 2266 2114 16714 8307 2304 1056 666 6003 4542 135 44 567 481 132 108 349 1248 172 62 152 8407 8319 8107 165
internal_count=4318164 20425 1445 1297 751 18980 2266 2114 16714 8307 2304 1056 666 6003 4542 135 44 567 481 132 108 349 1248 172 62 152 8407 8319 8107 165
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 5 5 1 3 5 3 6 3 5 3 5 4 1 1 3 0 3 3 5 5 6 1 1 4
split_gain=1.51343e+13 7.69491e+13 1.56259e+14 3.9695e+14 1.71248e+14 1.63636e+14 1.93447e+14 1.26409e+14 1.25654e+14 1.10188e+14 1.05079e+14 8.25175e+13 8.12271e+13 1.18157e+14 8.11592e+13 7.97986e+13 8.61866e+13 1.87132e+14 9.62498e+13 2.18193e+14 1.28227e+14 1.25736e+14 7.5731e+13 7.281e+13 7.04449e+13 8.8079e+13 1.25857e+14 7.68934e+13 9.06492e+13 8.8723e+13
threshold=55.899899800000007 55.924336300000007 37.914142000000005 37.869926150000005 116.06000000000002 84.030000000000015 40.405000000000008 128.92000000000004 37.777459000000007 8.5000000000000018 68.52500000000002 14.500000000000002 1.5000000000000002 24.500000000000004 40.005000000000003 13.500000000000002 62.710000000000008 2.5000000000000004 37.712318250000003 37.342273500000012 9.5000000000000018 55.91302515000001 10.500000000000002 4.5000000000000009 86.810000000000016 92.035000000000011 1.5000000000000002 37.832345550000007 37.855187800000003 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 14 6 -2 24 12 10 -5 -9 13 22 -4 16 -14 18 19 23 21 -21 -8 -18 -7 26 -26 29 -29 -27
right_child=1 -3 4 9 -6 7 8 11 -10 -11 -12 -13 15 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-122.43218153020533 -4791.8769089545613 160.94238982198419 8598.4552702468281 92646.246638267781 -199886.24901494567 -66479.227186580247 -48494.051474127977 180275.37582812502 632.09549284099285 44249.322510046804 228378.87317341549 -25370.479415512087 29138.700550985755 41249.513754190164 -13506.021540506903 17922.766162709893 -25838.900625000002 34863.602955481867 71064.336809520246 530886.70291666675 130969.43163339121 207188.71355468751 5485.8258093649292 200651.68125000002 -35867.321727673763 1543.5500104708017 55020.863980511349 -187468.38189625461 -4506.5304166666674 -68518.891836068142
leaf_weight=3024581 7110 1260308 2455 290 46 361 284 50 4366 426 71 32 2260 927 5136 4096 40 566 117 30 27 20 3063 22 290 457 321 68 45 299
leaf_count=3024581 7110 1260308 2455 290 46 361 284 50 4366 426 71 32 2260 927 5136 4096 40 566 117 30 27 20 3063 22 290 457 321 68 45 299
internal_value=0 286.264 5032.88 8772.98 -7522.91 6558.65 8908.68 -21460.9 15066.9 78694.4 119342 100023 20570.1 9655.84 -6357.23 27068.8 39223.9 66952.1 137898 194153 306579 401408 905.52 54528.7 -26871.9 -17211 11882.4 -37666.7 -114607 -26166.3
internal_weight=0 1.29358e+06 33275 25638 7637 24851 22928 1923 15818 787 361 82 11452 4274 7591 7178 3082 822 256 139 77 50 3347 62 1841 1480 611 869 113 756
internal_count=4318164 1293583 33275 25638 7637 24851 22928 1923 15818 787 361 82 11452 4274 7591 7178 3082 822 256 139 77 50 3347 62 1841 1480 611 869 113 756
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 3 3 5 2 2 5 3 1 1 6 5 5 0 0 3 1 1 2 5 3 5 1 1 0 0
split_gain=1.49526e+13 7.3814e+13 2.57137e+14 1.31702e+14 7.25869e+13 6.73178e+13 1.12736e+14 6.97443e+13 5.65214e+13 6.21053e+13 1.10416e+14 8.70701e+13 7.66432e+13 1.82256e+14 2.75877e+14 2.29688e+14 2.26194e+14 1.63516e+14 1.61234e+14 1.20706e+14 1.38137e+14 1.15918e+14 1.61116e+14 1.15486e+14 1.09038e+14 1.29632e+14 1.09207e+14 1.06585e+14 1.87866e+14 1.70779e+14
threshold=45.087005000000012 45.084117700000007 39.041623000000008 69.610000000000014 6.5000000000000009 22.500000000000004 16.500000000000004 107.05000000000001 1.5000000000000002 12.500000000000002 132.05000000000004 17.500000000000004 41.950906500000009 39.110397700000007 1.5000000000000002 60.005000000000003 34.920000000000009 44.226894250000008 44.039893800000009 4.5000000000000009 39.969502550000009 40.247294600000011 8.5000000000000018 150.04500000000004 4.5000000000000009 42.895000000000003 39.047276750000002 43.574807850000006 43.642715500000008 43.514103700000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -4 6 7 -5 -1 12 -11 -12 13 17 15 19 -16 24 23 -15 -21 22 -22 -17 26 -26 -10 28 -14 -29
right_child=-2 2 3 5 -6 -7 -8 -9 9 10 11 -13 27 14 16 18 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=3206.8278234790796 -69.02417337687659 -9534.3969165221843 -7950.540727673324 66185.424333732357 15949.506636495376 82083.369313541683 4104.5600829639816 258855.97325195314 125736.06658854167 3553.2147246678151 -62113.454031405905 -5244.7908689578853 -27294.691653574697 -19803.069087730386 3727.8745767759633 77865.122010495397 -10746.058788020147 359.27895855791223 771.66935809480049 5081.3285293877016 70901.640915408483 16512.532856512069 286106.85562500003 -139957.87975000002 -105.01197586781596 -55529.414116541753 -4128.7156005086781 1128.7577531902873 9406.205473246453 -22811.880504626941
leaf_weight=58507 3795889 6046 1507 310 8106 375 557 20 75 57194 451 668 1476 1615 13630 922 51949 240616 476 4456 267 384 40 25 634 1262 474 41688 25336 3209
leaf_count=58507 3795889 6046 1507 310 8106 375 557 20 75 57194 451 668 1476 1615 13630 922 51949 240616 476 4456 267 384 40 25 634 1262 474 41688 25336 3209
internal_value=0 501.667 6998.54 16190.1 12202.8 46562.7 31545.5 77862.4 284.129 -98.5487 2944.56 -28165 -555.272 -1223.46 -5577.24 11733.2 -7737.78 97.8222 48250.2 4048.55 11532.6 53134.3 98941.4 72114.8 -25632.5 -36996.1 13612.4 2396.92 7385.82 -582.392
internal_weight=0 522275 16921 10875 9613 1262 887 330 505354 446847 58313 1119 388534 316825 73764 8185 65579 243061 1423 6762 5147 691 307 947 2445 1896 549 71709 26812 44897
internal_count=4318164 522275 16921 10875 9613 1262 887 330 505354 446847 58313 1119 388534 316825 73764 8185 65579 243061 1423 6762 5147 691 307 947 2445 1896 549 71709 26812 44897
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 4 3 5 4 0 5 5 0 0 0 5 5 3 0 5 3 5 1 5 1 0 3 5 0 3
split_gain=1.53124e+13 2.60404e+14 2.08036e+14 1.538e+14 1.72712e+14 2.80716e+14 2.19568e+14 1.72586e+14 1.30273e+14 1.83211e+14 1.52762e+14 1.27781e+14 1.24695e+14 1.20019e+14 3.38655e+14 1.4188e+14 1.12965e+14 1.44345e+14 1.0944e+14 1.05187e+14 9.3819e+13 9.41923e+13 9.17141e+13 1.10471e+14 8.9866e+13 2.63097e+14 1.58311e+14 1.97806e+14 1.77216e+14 1.7039e+14
threshold=49.073956850000009 49.201680550000006 57.945214300000011 61.020000000000003 55.784980300000008 2.5000000000000004 4.5000000000000009 77.715000000000018 1.5000000000000002 55.842510000000011 31.415000000000003 83.010000000000005 55.795550600000006 55.801980100000009 55.812836050000008 161.85000000000002 76.00500000000001 6.5000000000000009 55.793358600000012 51.815000000000005 3.5000000000000004 90.015000000000015 49.148175700000003 96.015000000000015 44.660994650000006 56.663136550000011 17.500000000000004 62.385000000000012 55.851332700000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 8 -5 6 11 12 10 19 -2 -6 -7 20 22 -16 -8 18 -18 -10 21 -9 -15 -24 -1 26 29 -28 -29 -26
right_child=1 -3 -4 4 5 7 16 13 9 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-2.3528969023912309 -5267.6563880586364 -26.961228343173914 81140.571120031818 436.12022628425848 122637.64428068463 -25685.740938340907 48017.542210514104 44138.375143432619 -11934.602544530593 31511.656137254031 10881.794093102633 383263.01300000004 8669.7142842781286 107566.60832331731 18649.148284983556 176937.30874191812 230278.84587765957 -4388.9756764540407 38885.330087652444 2045.0962183123638 34831.512847629812 295286.14321986609 -45967.944354928921 -155129.74118303572 -11925.370150409464 -50276.715927394165 -3636.4003164547235 -14349.168813056189 -67153.014762653504 -408.4253277677459
leaf_weight=2241635 7764 1835629 366 7452 76 1689 2884 32 11308 1444 23851 25 2821 26 2392 58 47 913 82 10271 2549 28 251 147 14119 1141 4130 1359 1194 142481
leaf_count=2241635 7764 1835629 366 7452 76 1689 2884 32 11308 1444 23851 25 2821 26 2392 58 47 913 82 10271 2549 28 251 147 14119 1141 4130 1359 1194 142481
internal_value=0 211.237 5928.63 5566.94 12737.8 19276.4 41566.7 10293.8 2748.91 -2973.05 6915.82 187149 -4196.44 22212.6 8116.16 22396.4 37821.5 9601.31 108618 -5280.66 37740.9 161341 -74399.3 -86286.5 -167.871 -2424.42 -2090.03 -17162.9 -39044.7 -1446.79
internal_weight=0 1.9121e+06 76476 76110 21472 14020 4027 9993 54638 23023 31615 101 4510 5483 2874 2450 3926 1042 129 21579 2609 60 424 398 2.40606e+06 164424 163283 6683 2553 156600
internal_count=4318164 1912105 76476 76110 21472 14020 4027 9993 54638 23023 31615 101 4510 5483 2874 2450 3926 1042 129 21579 2609 60 424 398 2406059 164424 163283 6683 2553 156600
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 1 5 3 1 3 5 5 3 1 0 5 5 5 5 2 3 2 2 2 3 5 4 1 1
split_gain=1.62133e+13 1.93571e+14 2.09916e+14 1.60235e+14 1.30661e+14 4.81964e+14 1.95134e+14 1.85399e+14 1.41489e+14 2.99856e+14 1.85883e+14 1.2128e+14 1.20296e+14 1.13763e+14 1.11527e+14 3.29484e+14 1.33759e+14 1.30167e+14 1.39642e+14 2.54368e+14 1.71475e+14 1.60068e+14 1.19976e+14 1.18592e+14 1.17571e+14 1.54897e+14 1.11409e+14 1.70147e+14 1.07349e+14 1.0638e+14
threshold=44.039893800000009 39.488326500000007 43.642715500000008 43.574807850000006 39.826386800000009 40.810045900000013 42.09605220000001 56.205000000000005 5.5000000000000009 39.630124250000001 6.5000000000000009 93.00500000000001 51.815000000000005 3.5000000000000004 39.739656000000004 43.592450450000008 100.05000000000001 85.91500000000002 103.45000000000002 105.35000000000001 11.500000000000002 6.5000000000000009 5.5000000000000009 11.500000000000002 3.5000000000000004 15.500000000000002 68.52500000000002 2.5000000000000004 39.262370300000008 44.083877800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 14 4 8 7 -7 -6 12 10 -10 -11 -4 -9 17 -16 -17 23 -19 24 21 -21 -18 -3 -20 -26 27 -25 -1 -5
right_child=-2 2 3 29 5 6 -8 13 9 11 -12 -13 -14 -15 15 16 22 18 19 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-115290.26648038322 -32.035096950391804 1675.2978353821081 -40454.021633987642 -34382.348020355115 54892.742219327905 -41236.473540980929 18437.030806034967 335431.16828703706 293657.86768973217 11810.614943543113 73872.087538109758 -126795.3433475379 17237.195787856159 122688.10552274264 -117.72517420430368 -25185.126233392573 -215495.17943097014 55259.264070180827 26299.123549107142 -7195.8085551982022 -69272.227168188198 81204.296117082791 53653.718519176138 34802.809505252444 -339157.13720238098 -41646.045624999999 -38360.712160746261 205038.28651713711 -23522.607700712513 8922.5932886819282
leaf_weight=137 4203278 18936 1077 1084 899 591 7529 27 56 1451 123 66 544 364 70782 4580 67 1068 28 392 178 429 22 1107 42 30 192 62 1833 1190
leaf_count=137 4203278 18936 1077 1084 899 591 7529 27 56 1451 123 66 544 364 70782 4580 67 1068 28 392 178 429 22 1107 42 30 192 62 1833 1190
internal_value=0 1172.05 1714.23 12729.9 17098.5 23114.3 14093.8 79894.3 32.5204 20223.9 142632 5780.3 -21093.1 137379 26.5893 -1814.93 -27544.6 6211.8 29508.4 4483.92 19705.1 38996.2 -148964 3724.55 -147576 -215194 32236.5 43831.6 -29904.4 -11720.6
internal_weight=0 114886 112916 15001 12727 9410 8120 1290 3317 1696 179 1517 1621 391 97915 75451 4669 22464 2167 1099 999 821 89 20297 100 72 1361 1169 1970 2274
internal_count=4318164 114886 112916 15001 12727 9410 8120 1290 3317 1696 179 1517 1621 391 97915 75451 4669 22464 2167 1099 999 821 89 20297 100 72 1361 1169 1970 2274
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 3 3 3 6 1 5 5 4 5 6 0 0 0 2 4 1 1 6 5 3 1 0 0 5
split_gain=1.60052e+13 9.01652e+13 1.05478e+14 1.55968e+14 3.38592e+14 4.70407e+14 1.93089e+14 1.8228e+14 1.32562e+14 1.31982e+14 1.51021e+14 1.2259e+14 1.16924e+14 1.15418e+14 1.18734e+14 1.13207e+14 3.41769e+14 1.94739e+14 1.30605e+14 1.10405e+14 1.21435e+14 1.08999e+14 1.44031e+14 2.47027e+14 1.57872e+14 1.36611e+14 1.16981e+14 3.44784e+14 2.67747e+14 2.93863e+14
threshold=10.500000000000002 12.500000000000002 30.370618100000005 30.323743050000001 59.882016200000002 59.863160500000006 11.500000000000002 11.500000000000002 11.500000000000002 1.5000000000000002 30.332994000000003 40.905000000000008 87.395000000000024 2.5000000000000004 63.145000000000003 1.5000000000000002 60.035045000000004 60.042666650000008 59.990816400000007 4.5000000000000009 3.5000000000000004 82.902675200000019 82.968597500000016 1.5000000000000002 91.050000000000011 11.500000000000002 60.837513500000007 57.131524800000008 54.970187400000007 59.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 7 9 -5 -7 10 -6 -12 13 -2 -15 16 -8 -18 -17 -14 -21 26 23 24 -23 -24 -4 28 -28 -30
right_child=1 -3 21 4 6 8 15 -9 -10 -11 11 -13 19 14 -16 18 17 -19 -20 20 -22 22 25 -25 -26 -27 27 -29 29 -31
leaf_value=149.88996248851339 -148.31135999233493 5.5473465222398008 -3479.9138363560774 -64735.779125744048 -2160.9702376302084 221048.8011036494 24111.341787725494 46383.923432735086 106921.99140668598 10478.334810737942 -32472.436361042837 -142189.88871536896 -12963.047774452327 29991.016514695468 -32807.154764427556 64201.438067289571 485638.26900000009 90934.703000000009 -25311.848375340334 27593.713752652391 119170.05353798006 40163.259467206059 -22437.790893511436 1780.0249542125357 164762.89419035736 5413.1089594732093 70421.833484118237 15739.131259580761 -9944.6590772685504 -47543.68532563046
leaf_weight=2688514 17050 1460871 116502 210 300 146 2382 497 336 506 178 238 587 353 2047 199 25 25 901 1134 166 1740 2540 3300 108 5744 290 2912 4499 3864
leaf_count=2688514 17050 1460871 116502 210 300 146 2382 497 336 506 178 238 587 353 2047 199 25 25 901 1134 166 1740 2540 3300 108 5744 290 2912 4499 3864
internal_value=0 -247.281 -2435.64 3257.82 17584.9 65313 5647.9 13378.1 141492 -28615 -56242.4 -95243.5 -732.715 -3038.46 -23570.6 17502.2 29542.6 288286 -9118.08 23033.5 39287.3 -3533.3 5036.74 18172.6 47445.1 -3126.4 -4432.15 -14024.7 -24041.1 -27316.7
internal_weight=0 1.62965e+06 168779 27280 5943 1189 4754 707 482 1222 716 416 21337 19450 2400 3532 2432 50 1100 1887 1300 141499 13432 5148 1848 8284 128067 11565 8653 8363
internal_count=4318164 1629650 168779 27280 5943 1189 4754 707 482 1222 716 416 21337 19450 2400 3532 2432 50 1100 1887 1300 141499 13432 5148 1848 8284 128067 11565 8653 8363
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=0 4 5 1 0 1 1 5 3 3 4 1 2 5 5 3 3 3 1 5 3 5 2 5 5 3 2 4 3 5
split_gain=1.48572e+13 3.08582e+13 3.10175e+13 5.43958e+13 7.82928e+13 7.45196e+13 6.9168e+13 6.80637e+13 5.97515e+13 6.15999e+13 5.78097e+13 6.24128e+13 8.53824e+13 6.25166e+13 5.79451e+13 6.10197e+13 5.53599e+13 5.04544e+13 1.72552e+14 1.02805e+14 9.13918e+13 7.71155e+13 1.08021e+14 6.14721e+13 5.48122e+13 4.69977e+13 5.34433e+13 4.77282e+13 4.63564e+13 9.79242e+13
threshold=43.465905150000005 3.5000000000000004 70.50500000000001 40.810045900000013 43.056445700000005 45.148007750000012 46.037218400000008 79.730000000000018 6.5000000000000009 17.500000000000004 2.5000000000000004 39.925119750000007 12.500000000000002 72.010000000000005 72.705000000000013 16.500000000000004 3.5000000000000004 7.5000000000000009 39.969502550000009 82.00500000000001 9.5000000000000018 86.810000000000016 5.5000000000000009 85.91500000000002 102.01000000000001 20.500000000000004 10.500000000000002 2.5000000000000004 16.500000000000004 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 10 7 -6 8 -5 -7 -10 11 12 14 -13 -4 -16 -12 18 -18 -20 23 -22 24 -19 -23 27 -27 -1 29 -24
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 16 13 -14 -15 15 -17 17 20 19 -21 21 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=1202.4836660139326 -19.631244456280488 11989.308231081479 -168747.5297526042 -14475.925181415674 -58054.173998362327 -19652.59394033004 -49026.401086057034 2690.7269992051156 78474.558714117011 -102949.4178013393 90808.884257192462 190808.30238486844 163555.87254464289 53877.199187559243 -27019.301188497338 148645.02608695652 -72974.415467852014 135402.10919712612 250206.84024784481 -9748.6012329101559 -70613.49899434128 219290.62367424244 -142846.80964673913 6976.8387959494521 43125.81085526316 8042.8367959665702 129838.69308845767 13636.423159371654 -73963.441179917281 100995.80177380792
leaf_weight=27851 4270332 2774 24 3300 517 196 240 7696 172 21 63 38 28 272 141 23 261 84 29 32 146 33 23 67 38 86 62 3472 85 58
leaf_count=27851 4270332 2774 24 3300 517 196 240 7696 172 21 63 38 28 272 141 23 261 84 29 32 146 33 23 67 38 86 62 3472 85 58
internal_value=0 1752.63 1122.41 -2870.7 -5053.47 -29927.2 -6808.52 -2461.14 19238.5 58734.1 15470.7 41908.8 642.305 70662.3 -23621.4 -2383.45 338.513 -6319.94 -37584.7 113837 12532.6 -13443.4 21775.4 78418.7 125005 2846.36 59065.4 2580.72 -22377.2 31756.5
internal_weight=0 47832 45058 13587 12142 1146 629 10996 389 193 1445 526 216 310 188 164 919 856 322 61 534 383 237 151 71 31471 148 31323 166 81
internal_count=4318164 47832 45058 13587 12142 1146 629 10996 389 193 1445 526 216 310 188 164 919 856 322 61 534 383 237 151 71 31471 148 31323 166 81
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 1 1 0 1 3 5 3 3 5 0 0 6 0 0 0 0 3 5 3 5 0 0 5
split_gain=1.4655e+13 6.57278e+13 9.78816e+13 9.60999e+13 8.60556e+13 8.17559e+13 1.08101e+14 7.79339e+13 2.36009e+14 1.83382e+14 2.05881e+14 9.80697e+14 1.87071e+14 1.82975e+14 2.10759e+14 2.5778e+14 1.71977e+14 5.58054e+14 2.4117e+14 2.65629e+14 2.40981e+14 3.22793e+14 1.99556e+14 1.75751e+14 2.03e+14 2.32679e+14 1.70978e+14 1.62878e+14 2.28283e+14 2.83472e+14
threshold=83.015546400000019 83.011163250000024 83.003542850000017 55.020029900000004 83.000022850000008 55.055104550000003 55.030402950000003 82.964402850000013 82.970752000000019 54.947152850000002 82.966612450000014 23.500000000000004 53.705000000000005 6.5000000000000009 10.500000000000002 75.750000000000014 54.934662400000008 54.920670650000005 1.5000000000000002 54.986619450000006 54.959412650000012 54.99493995000001 55.002082750000007 14.500000000000002 42.205000000000005 4.5000000000000009 137.05000000000004 55.012873400000011 55.061033200000004 73.995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 -6 -1 9 -9 11 -11 -13 -12 15 -15 17 26 19 -18 -20 -22 -21 24 -19 -26 -10 -23 -29 -30
right_child=-2 -3 3 -5 5 -7 -8 8 16 10 13 12 -14 14 -16 -17 18 23 20 22 21 27 -24 -25 25 -27 -28 28 29 -31
leaf_value=-73.660876619327709 676.49922944583045 -2704.8247250154764 2593.4748169269405 15004.650894049068 -3283.7510427706061 -83832.23675625 27134.679888054405 2122.545623001206 -14040.302477047549 18833.30898435276 -8622.6995371606954 95576.111501258536 241188.13857463791 20450.157398247917 2991.4106343121598 98502.798031109865 -1929.7441435619687 11299.527153919738 -20882.974494703285 72981.821954106126 49205.404760148565 -14582.216573530248 10956.704864165878 -2998.1212272823559 84155.152483473837 31326.941096334442 -245985.97373046877 3952.5311467190877 -6754.0016583574879 -60372.012591596438
leaf_weight=3598076 298114 91153 43298 7289 94078 125 1183 36205 4644 5420 4881 142 233 8252 9656 446 39553 1955 9864 535 1131 12230 17042 1360 1347 2188 32 21901 4574 1257
leaf_count=3598076 298114 91153 43298 7289 94078 125 1183 36205 4644 5420 4881 142 233 8252 9656 446 39553 1955 9864 535 1131 12230 17042 1360 1347 2188 32 21901 4574 1257
internal_value=0 -50.167 11.4228 4381.78 -45.5823 -3012.05 -2906 29.2169 2031.74 6870.19 12791.2 29654 186050 8585.52 13161.8 24452.4 -607.073 11004.6 -1845.3 2615.83 -6846.85 -3477.61 12844.6 29184.4 37156.8 51457 -15627.6 -4968.63 -728.979 -18312.5
internal_weight=0 4.02005e+06 3.9289e+06 50587 3.87831e+06 95386 95261 3.78292e+06 184848 65235 29030 5795 375 23235 18354 8698 119613 11526 108087 57130 50957 41093 17577 6850 5490 3535 4676 39962 27732 5831
internal_count=4318164 4020050 3928897 50587 3878310 95386 95261 3782924 184848 65235 29030 5795 375 23235 18354 8698 119613 11526 108087 57130 50957 41093 17577 6850 5490 3535 4676 39962 27732 5831
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 3 1 5 5 3 3 0 3 4 5 0 1 0 0 0 0 1 3 0 5 0 3 0 0 1
split_gain=1.55806e+13 1.32729e+14 2.14267e+14 3.43393e+14 1.56594e+14 1.46719e+14 1.30117e+14 1.50336e+14 1.50105e+14 1.3431e+14 1.6541e+14 1.37201e+14 1.32257e+14 1.64325e+14 2.51375e+14 1.27239e+14 1.26838e+14 3.97161e+14 6.40271e+14 2.24836e+14 5.16579e+14 3.22011e+14 2.53886e+14 7.26059e+14 3.83253e+14 3.42643e+14 3.02138e+14 5.78885e+14 2.27507e+14 4.34859e+14
threshold=18.500000000000004 37.66934650000001 37.642309100000013 55.708120100000009 81.00500000000001 21.500000000000004 37.712318250000003 85.020000000000024 43.205000000000005 23.500000000000004 29.500000000000004 55.68356880000001 21.500000000000004 3.5000000000000004 98.020000000000024 55.68356880000001 37.516458750000005 55.576287050000012 55.601678500000013 55.701368300000006 55.745923000000012 37.542000650000013 21.500000000000004 55.795550600000006 79.730000000000018 55.812836050000008 25.500000000000004 55.801980100000009 55.851332700000007 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 5 -5 15 7 8 -3 11 -11 -10 -9 -14 -15 -4 -2 -18 -19 -20 -21 -22 23 24 -23 26 27 -24 29 -27
right_child=1 6 3 4 -6 -7 -8 12 9 10 -12 -13 13 14 -16 -17 17 18 19 20 21 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=76.352735396630209 10.955721498540363 157.61775499394196 -40984.993126166053 68981.379471273787 -29870.836378841504 -51510.849349770622 -1309.068104175532 -72013.439498814172 23334.604332828829 -6264.6714972843838 -86990.64968377976 -46630.090434017817 49249.666936436945 -180254.66022892445 33934.425064713432 145293.12695433066 -9234.5927795729367 90131.387686187009 33906.08625335875 -190983.85316051135 23142.924063134931 107793.51563648606 -31112.573485024786 -4857.8580038853497 -144765.61599426271 8413.8130402985025 369.79424240874096 -158159.7864629768 -3853.6092421757189 130957.70201940072
leaf_weight=3717520 190800 3866 67 1398 181 536 354749 140 311 3614 273 2838 954 86 151 81 11855 1025 3358 132 8443 982 2297 2897 64 1133 1983 425 5616 389
leaf_count=3717520 190800 3866 67 1398 181 536 354749 140 311 3614 273 2838 954 86 151 81 11855 1025 3358 132 8443 982 2297 2897 64 1133 1983 425 5616 389
internal_value=0 -472.564 1390.39 32011.6 57650 -27174.1 -1658.73 -11798.8 -15672.2 -24370.1 -11934.4 -39720.3 19928.2 30735.8 -43788.2 60964.5 1090.93 6166.39 12518.3 9648.29 6304.51 7379.34 -1051.67 20927 92340.6 -8369.22 -29319.9 -50949.1 5440.39 39734.2
internal_weight=0 600644 233662 2263 1579 684 366982 12233 10902 7036 3887 3149 1331 1191 237 148 231399 40599 28744 27719 24361 24229 15786 3943 1046 11843 4705 2722 7138 1522
internal_count=4318164 600644 233662 2263 1579 684 366982 12233 10902 7036 3887 3149 1331 1191 237 148 231399 40599 28744 27719 24361 24229 15786 3943 1046 11843 4705 2722 7138 1522
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 1 5 3 1 1 0 0 1 1 1 0 5 5 1 1 1 1 1 6 5 0 1 1 1 0
split_gain=1.45185e+13 7.35084e+13 3.10965e+14 2.93184e+14 2.76633e+14 2.74399e+14 2.53084e+14 2.47322e+14 2.64437e+14 2.73673e+14 3.78827e+14 3.19745e+14 6.01989e+14 6.24926e+14 5.48293e+14 5.11551e+14 3.60017e+14 3.38576e+14 4.44197e+14 3.10884e+14 7.76294e+14 3.54442e+14 6.16974e+14 5.09198e+14 3.58913e+14 3.10721e+14 4.37292e+14 7.57308e+14 7.42769e+14 5.44433e+14
threshold=55.899899800000007 55.801980100000009 48.712293450000011 34.010000000000012 55.806974650000008 50.888703650000004 70.00500000000001 9.5000000000000018 37.832345550000007 37.737121850000008 55.885524800000006 55.826364100000013 37.314272700000011 37.642309100000013 37.692869000000009 55.820531900000013 55.990000000000002 93.00500000000001 37.314272700000011 37.39371280000001 37.436176200000013 37.487839250000007 37.559851850000008 1.5000000000000002 59.810000000000009 55.851332700000007 37.362912300000012 37.436176200000013 37.475443250000005 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4 -5 9 11 -11 12 -9 19 17 16 -15 25 -19 -14 -21 23 24 -22 -23 -13 -27 -28 29 -29
right_child=-2 2 4 7 5 -7 -8 8 -10 10 -12 14 13 15 -16 -17 -18 18 -20 20 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=9.9935405888207711 280.38001588306787 6274.9024893287024 -6892.6208528625712 -13155.001624009483 7988.6985230932905 -46526.579002236213 -64992.294230582134 69978.136986926183 -17332.439657006602 29963.006055934926 -183574.32231387869 12209.310175745077 -56377.85046104229 11883.884123598687 -52555.917299389017 -80144.647196041187 109261.15737774583 -89917.682781684038 59020.965790961964 49121.67077550909 -130598.63688053074 8991.6266666284337 -36393.953018281944 34240.880877782431 144319.24030393836 57524.200114739491 -35264.582854699911 140983.60738039002 -1965.7339573860245 -4690.5373562665054
leaf_weight=2828192 1293583 21898 3689 36719 46529 942 941 774 11675 3677 85 17058 3094 807 1856 327 717 225 1820 1387 731 596 5453 252 292 1109 7119 645 25546 426
leaf_count=2828192 1293583 21898 3689 36719 46529 942 941 774 11675 3677 85 17058 3094 807 1856 327 717 225 1820 1387 731 596 5453 252 292 1109 7119 645 25546 426
internal_value=0 -119.916 -1990.74 -4381.87 4631.26 6906.91 -18700.8 -6288.58 -3345.6 -1138.78 25138.3 -2546.28 -15815 -20677.6 884.788 33345.9 57697.2 2723.34 42634.1 -29148.3 -19476.9 -32467.9 -23806.3 -88340.7 53491.2 1150.84 -4262.72 -6293.84 1454.7 83040.4
internal_weight=0 3.02458e+06 196389 144288 52101 47471 4630 122390 85671 73996 3762 70234 14430 13656 55804 1851 1524 53948 2045 11805 8711 7324 6341 983 888 51903 34845 33736 26617 1071
internal_count=4318164 3024581 196389 144288 52101 47471 4630 122390 85671 73996 3762 70234 14430 13656 55804 1851 1524 53948 2045 11805 8711 7324 6341 983 888 51903 34845 33736 26617 1071
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=3 0 5 1 1 5 1 0 1 5 5 0 6 4 5 1 5 0 1 5 1 0 1 1 5 2 3 0 3 0
split_gain=1.65128e+13 6.06185e+13 4.60997e+13 3.72312e+13 1.14301e+14 7.70848e+13 6.8349e+13 1.66138e+14 8.17239e+13 7.85858e+13 6.987e+13 6.3872e+13 6.85775e+13 6.36102e+13 6.07749e+13 5.80975e+13 7.17022e+13 9.22592e+13 8.74997e+13 7.29127e+13 6.92216e+13 1.63913e+14 5.75491e+13 5.55345e+13 5.02799e+13 4.69381e+13 4.71651e+13 1.22292e+14 6.11236e+13 9.99873e+13
threshold=31.500000000000004 56.831297550000009 58.755000000000003 37.559851850000008 37.597123000000003 94.040000000000006 37.855187800000003 55.674875350000008 37.767735350000002 37.995000000000012 36.515000000000008 55.806974650000008 1.5000000000000002 2.5000000000000004 93.00500000000001 37.328003200000005 89.00500000000001 55.885524800000006 37.533784800000006 39.025000000000013 37.542000650000013 55.56564190000001 37.275078000000001 37.777459000000007 41.505000000000003 13.500000000000002 32.500000000000007 55.755036050000008 33.500000000000007 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 11 15 7 -6 9 10 -9 12 -5 -10 23 22 17 -17 -19 -20 -18 -22 -2 -15 -21 26 27 -11 -28 -30
right_child=1 2 -4 4 6 -7 -8 8 13 25 -12 -13 -14 14 -16 16 20 18 19 24 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=14.882263423244655 40650.741036909058 -5025.6869001015848 -33729.252117713528 -142482.9343073327 -53273.220468808366 64584.906004776982 6849.6834057287915 21309.17469034922 -14423.872327773708 216159.89500325522 140556.13435246397 -13851.308211211186 -15537.894921875 -161048.23398897061 -8838.431275699013 14140.929624365739 -59022.650207480532 -45499.576657857375 -42064.916253099946 85073.267575930484 103707.37004921654 -144811.04810855264 -23805.824295458748 -50852.86722498422 6970.9890258898449 -11777.915091527579 -9794.8114225339341 21666.471053432142 19644.769737732331 195831.6326388889
leaf_weight=4293298 156 1218 1035 127 753 203 4495 892 1162 36 52 157 64 85 114 5795 313 531 304 89 88 38 1236 99 1116 2863 1186 317 306 36
leaf_count=4293298 156 1218 1035 127 753 203 4495 892 1162 36 52 157 64 85 114 5795 313 531 304 89 88 38 1236 99 1116 2863 1186 317 306 36
internal_value=0 -2569.53 -18211.7 -1011.05 -4581.79 3599.9 -2994.99 -8595.78 -3889.27 1527.98 27877.9 -61104.6 -99946.4 -24994.3 -66211.8 2319.13 5499.05 7702.59 -10586.7 1698.75 -33828.4 28757.4 -16582.2 -101758 12739.5 -3715.34 8556.42 41501.5 945.414 38190.8
internal_weight=0 24866 2253 22613 12744 9869 12396 7901 7148 5688 944 348 191 1460 298 9666 8274 7835 2040 1509 439 126 1392 184 1205 4744 1881 353 1528 342
internal_count=4318164 24866 2253 22613 12744 9869 12396 7901 7148 5688 944 348 191 1460 298 9666 8274 7835 2040 1509 439 126 1392 184 1205 4744 1881 353 1528 342
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=2 0 3 0 1 3 3 1 0 0 5 5 1 3 3 2 3 0 0 1 5 0 5 0 5 5 0 5 5 2
split_gain=1.4645e+13 2.87228e+13 6.87818e+13 5.66268e+13 5.24988e+13 4.01788e+13 3.8214e+13 6.05674e+13 5.16142e+13 4.90807e+13 4.12287e+13 3.49516e+13 4.6494e+13 3.10012e+13 2.85149e+13 2.99088e+13 2.85027e+13 4.46023e+13 1.30906e+14 5.98492e+13 5.83153e+13 5.75201e+13 4.9743e+13 3.75501e+13 3.76361e+13 3.71293e+13 3.67374e+13 2.68285e+13 8.30814e+13 4.16628e+13
threshold=25.500000000000004 55.755036050000008 33.500000000000007 55.762622900000004 37.362912300000012 37.500000000000007 30.500000000000004 50.158868250000005 55.039751500000008 55.645049100000001 39.025000000000013 66.040000000000006 37.737121850000008 35.500000000000007 37.500000000000007 29.500000000000004 32.500000000000007 55.56564190000001 55.551692500000009 37.542000650000013 38.610000000000007 55.601678500000013 35.710000000000008 55.664473600000008 59.810000000000009 38.610000000000007 55.885524800000006 123.15000000000002 120.05000000000001 35.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 6 11 -4 27 8 -8 -2 10 -10 12 -3 -6 -15 -16 -1 18 25 -20 -21 -19 26 24 -24 -18 -23 28 -5 -29
right_child=1 3 4 5 13 -7 7 -9 9 -11 -12 -13 -14 14 15 -17 17 21 19 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=5.8784988792500004 -792.28945310192432 8089.3054491126022 -69430.984684244788 3678.1551057952456 91436.059473892412 -34677.565857223257 -2598.1236718091736 109575.32395368305 -53145.182519531256 20738.718367124409 98326.492018394696 8718.1039501953128 -111635.83714488636 -26491.453697467674 15243.736316964287 91087.126574351496 -53538.597528849859 -95594.171826171878 -70889.414957944813 -19489.013167027064 91822.411767909172 17753.65786062288 135793.49809027778 -8853.4477898032856 -14523.402570564516 1388.7188553269739 -21958.290752829969 -66835.021218039779 198463.26242897729 78585.22962239584
leaf_weight=4294615 529 46 36 4695 158 295 2726 49 20 356 177 70 110 58 105 103 142 72 31 56 295 1296 36 10694 31 923 284 110 22 24
leaf_count=4294615 529 46 36 4695 158 295 2726 49 20 356 177 70 110 58 105 103 142 72 31 56 295 1296 36 10694 31 923 284 110 22 24
internal_value=0 3883.45 9957.12 -997.417 46507.5 1154.19 5597.99 -617.403 21538.6 42900.3 82948.7 -49989.2 -76332.3 56351.3 35511.5 52800.8 -8.7332 -4536.27 12078.8 62300.1 74063.3 -6473.1 -5953.15 -8385.88 66243.9 -5934.92 10615.6 3333.19 4586.63 -40789.6
internal_weight=0 9689 4317 5372 460 5146 3857 2775 1082 553 197 226 156 424 266 208 4.30848e+06 13860 1447 382 351 12413 12341 10761 67 1065 1580 4851 4717 134
internal_count=4318164 9689 4317 5372 460 5146 3857 2775 1082 553 197 226 156 424 266 208 4308475 13860 1447 382 351 12413 12341 10761 67 1065 1580 4851 4717 134
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 1 0 0 1 0 1 1 5 2 3 5 1 2 2 1 1 2 5 0 2 0 1 3 3
split_gain=1.45133e+13 5.91169e+13 2.5445e+14 2.19525e+14 1.64967e+14 1.46131e+14 1.8967e+14 2.9806e+14 1.69116e+14 6.98103e+14 1.82353e+14 2.086e+14 2.02744e+14 2.16354e+14 2.02323e+14 2.99952e+14 2.52965e+14 1.62812e+14 1.61235e+14 1.45216e+14 1.41203e+14 2.54487e+14 1.79104e+14 1.8301e+14 1.4153e+14 1.31397e+14 1.27195e+14 1.86896e+14 1.69576e+14 1.5356e+14
threshold=88.015000000000015 65.520339550000017 61.42204370000001 55.013931500000005 55.010031850000011 55.025681450000008 82.967723800000016 55.014170500000006 55.02863030000001 82.91993380000001 55.043101600000007 82.897133550000021 82.945329900000004 125.85000000000001 6.5000000000000009 11.500000000000002 123.15000000000002 82.911991800000024 24.500000000000004 5.5000000000000009 82.911991800000024 82.902675200000019 4.5000000000000009 132.05000000000004 55.034903650000011 2.5000000000000004 57.131524800000008 65.551978750000004 4.5000000000000009 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -5 9 17 11 -10 13 14 15 16 -13 -7 -11 -17 21 -15 25 24 -24 -22 27 28 -12 -29
right_child=1 3 -4 5 -6 8 -8 -9 10 18 26 12 -14 20 -16 19 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=43.648252339566788 -1152.5819170285652 -5104.8186789391957 -32437.704181792036 334640.81714154413 -61517.815093457946 402538.36828547297 -33042.751212743307 36315.764269043335 -48586.065903082133 -41790.044449190093 107933.47443926412 92365.30094243068 -6365.7390205288257 117000.76168150821 76973.436151047688 -6317.6437426249186 -49118.152197265626 135820.44951822917 188256.16834677418 -110281.49247295673 44586.213210227274 -145094.49014756945 108563.31129840354 34298.230869012128 379958.57556818187 322102.4700490851 15980.180228883481 5394.9185226684785 -65018.884904531849 -22262.585876061188
leaf_weight=4086520 179156 16674 2638 34 535 37 411 2236 328 1772 62 510 883 118 729 432 168 60 31 195 22 54 46 152 33 76 6407 14862 662 2321
leaf_count=4086520 179156 16674 2638 34 535 37 411 2236 328 1772 62 510 883 118 729 432 168 60 31 195 22 54 46 152 33 76 6407 14862 662 2321
internal_value=0 -770.015 -1606.56 2280.71 -6858.61 7099.14 29466.3 40784.1 5097.59 -23775.2 7052.62 27590.6 34900.7 49274.8 34775.8 11203.3 57307.5 237558 -37834.7 -38650.9 108139 34715 146525 98467 221931 259803 3888.39 -437.974 -50208 1659.07
internal_weight=0 231644 181794 49850 17209 32641 2681 2270 29960 1900 28060 3746 3418 2535 2034 1305 678 97 1803 627 501 172 329 231 79 98 24314 17907 724 17183
internal_count=4318164 231644 181794 49850 17209 32641 2681 2270 29960 1900 28060 3746 3418 2535 2034 1305 678 97 1803 627 501 172 329 231 79 98 24314 17907 724 17183
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=5 6 4 1 4 3 0 3 2 2 3 1 0 3 1 1 1 1 0 0 0 0 2 0 3 1 0 0 0 2
split_gain=1.486e+13 2.33129e+13 3.70732e+13 6.39738e+13 3.99424e+13 5.19563e+13 5.15362e+13 4.4068e+13 4.99799e+13 5.61035e+13 5.54096e+13 6.32177e+13 5.5566e+13 4.59861e+13 3.95088e+13 3.75044e+13 3.46514e+13 3.73458e+13 4.6062e+13 3.41035e+13 3.38941e+13 3.36845e+13 3.30237e+13 5.8778e+13 5.46502e+13 3.51868e+13 3.29967e+13 7.59551e+13 7.62504e+13 7.57723e+13
threshold=225.45000000000002 1.5000000000000002 2.5000000000000004 40.247294600000011 4.5000000000000009 24.500000000000004 55.010031850000011 4.5000000000000009 6.5000000000000009 2.5000000000000004 7.5000000000000009 49.177301950000007 55.946414150000003 6.5000000000000009 38.058342000000003 83.026705000000007 92.815157350000007 82.91993380000001 45.040161900000008 55.708120100000009 56.501468900000013 57.265292900000006 4.5000000000000009 54.99493995000001 8.5000000000000018 38.151577750000008 55.91302515000001 55.777112100000004 55.619594000000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 16 15 14 9 13 11 -11 -12 -9 -8 22 17 18 -6 -10 -16 -22 23 25 -24 -4 27 28 -20 -28
right_child=1 2 4 -5 5 -7 7 8 19 10 12 -13 -14 -15 20 -17 -18 -19 26 -21 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-5.8308426964474389 -15731.734586050266 -2656.2375912453631 83908.704332386376 42926.254321342138 -13757.359347656251 -133632.99817708333 137454.2205357143 -115718.89464285714 -126443.4965029762 15123.175424107145 -119176.33566576087 -170003.43858173079 -347084.42281250004 54140.677977195941 -79420.424144345248 -72398.040307203395 129118.52818509616 -4931.4348968272898 63806.47864583334 13735.405275390627 141549.21843750001 -37764.527982954547 150662.48171875 35444.485707938387 17352.348036595398 -48704.102952113084 -72516.159570312506 225455.5543269231 -98741.323828125009 52697.73360437926
leaf_weight=4313902 446 556 22 690 200 24 21 28 21 35 23 39 20 37 42 59 26 655 294 100 20 22 40 211 133 221 72 26 32 147
leaf_count=4313902 446 556 22 690 200 24 21 28 21 35 23 39 20 37 42 59 26 655 294 100 20 22 40 211 133 221 72 26 32 147
internal_value=0 5901.85 8430.3 22586.1 1567.23 12300.1 -12913.3 -41056.9 -60403.5 -93519.2 -134902 -82443.6 -225180 -19029.6 14771.9 3825.14 14712.2 12626.3 27542.4 -10593.2 -15898.7 47623 10997.7 -3169.23 48175.5 -36698 42008.1 60969.4 47850.9 11531.5
internal_weight=0 4262 3816 1246 2570 1476 1094 408 303 182 117 74 43 65 105 686 1452 1426 771 121 84 42 627 454 173 243 571 352 326 219
internal_count=4318164 4262 3816 1246 2570 1476 1094 408 303 182 117 74 43 65 105 686 1452 1426 771 121 84 42 627 454 173 243 571 352 326 219
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=5 5 5 1 5 1 3 3 3 0 0 6 0 0 1 3 0 0 4 3 0 0 5 1 3 3 1 5 1 0
split_gain=1.43676e+13 1.15704e+14 8.62013e+13 8.91903e+13 1.33262e+14 1.1357e+14 1.53917e+14 1.43171e+14 1.86567e+14 1.849e+14 2.61491e+14 1.3811e+14 1.29044e+14 1.56043e+14 1.22581e+14 1.17308e+14 1.10699e+14 1.35137e+14 1.78139e+14 1.42672e+14 1.10697e+14 1.08491e+14 2.29001e+14 1.05613e+14 9.42983e+13 9.21187e+13 1.88418e+14 8.8608e+13 1.68402e+14 1.67922e+14
threshold=54.035000000000004 50.005000000000003 46.810000000000009 37.542000650000013 49.010000000000012 37.436176200000013 5.5000000000000009 14.500000000000002 26.500000000000004 55.87722990000001 55.645049100000001 1.5000000000000002 55.645049100000001 55.68356880000001 37.487839250000007 29.500000000000004 55.591389050000011 55.86787755000001 1.5000000000000002 13.500000000000002 55.518428350000008 55.719391050000006 48.945000000000007 37.475443250000005 7.5000000000000009 17.500000000000004 37.559851850000008 42.005000000000003 37.855187800000003 55.455204450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 5 25 6 -4 11 9 10 14 12 -7 -14 -9 -10 20 18 -18 24 -13 -12 -23 -15 -20 -5 -27 -1 29 -29
right_child=-2 -3 3 4 -6 7 -8 8 15 -11 21 16 13 23 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=201.19465332877823 225.68956166890041 -2155.1662868239778 14941.380743643098 1650.3485219163017 -2998.002373957288 25027.242959925643 -169.8707824741939 45518.312398732989 -88756.339349186776 -9548.6106250542853 166999.55813009513 7876.3747508918814 406404.44772727275 266239.63238636364 -55065.628786368543 29620.366175209605 127766.85789930556 22440.39690715403 34672.176936712189 -195174.75651408453 105576.38060561672 126980.01364625093 -26365.025338924632 -11866.271571180558 -63198.061213164758 -68036.755956080058 10911.915050115909 9910.2788594709418 -2434.5056763624975 115.35001426875925
leaf_weight=1600872 1706195 258615 9400 169423 62238 166 23823 737 171 416 230 955 22 22 145 164 54 414 119 71 132 343 136 36 570 308 16322 21713 354088 90264
leaf_count=1600872 1706195 258615 9400 169423 62238 166 23823 737 171 416 230 955 22 22 145 164 54 414 119 71 132 343 136 36 570 308 16322 21713 354088 90264
internal_value=0 -147.425 73.2095 1699.05 1007.55 6202.33 4105.65 20409.5 38278.8 49810 65330.5 4068.31 75306.9 179637 28982.4 -30804.8 -3501.75 -24075.4 -47733.3 -60203 19740.6 110548 83441.5 93622.2 -46294.5 2347.48 9449.73 -152.084 -1365.55 2014.64
internal_weight=0 2.61197e+06 2.35335e+06 286417 248291 38126 33223 4903 2342 2007 1591 2561 246 80 882 335 2315 1228 814 760 1087 709 479 58 689 186053 16630 2.06694e+06 466065 111977
internal_count=4318164 2611969 2353354 286417 248291 38126 33223 4903 2342 2007 1591 2561 246 80 882 335 2315 1228 814 760 1087 709 479 58 689 186053 16630 2066937 466065 111977
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=5 4 3 3 1 0 1 0 3 4 1 1 0 4 6 1 0 0 5 2 6 5 5 2 0 4 1 0 6 0
split_gain=1.47386e+13 1.03756e+14 1.0023e+14 1.71853e+14 2.66793e+14 2.2981e+14 2.2589e+14 2.89192e+14 2.00598e+14 1.98948e+14 1.79199e+14 4.60777e+14 3.15643e+14 2.47801e+14 3.04276e+14 2.81396e+14 2.26488e+14 1.65909e+14 2.19263e+14 1.63258e+14 1.85386e+14 1.6145e+14 1.61103e+14 1.87033e+14 1.5008e+14 1.46048e+14 1.43692e+14 1.41761e+14 4.18986e+14 2.74218e+14
threshold=64.020000000000024 3.5000000000000004 5.5000000000000009 8.5000000000000018 42.09605220000001 61.785186750000001 44.083877800000003 56.320495600000008 7.5000000000000009 2.5000000000000004 30.278357500000002 30.323743050000001 59.982527000000012 1.5000000000000002 1.5000000000000002 30.259484550000003 59.950068600000009 59.982527000000012 93.00500000000001 1.5000000000000002 1.5000000000000002 120.05000000000001 137.05000000000004 2.5000000000000004 56.338501050000012 1.5000000000000002 60.528664650000003 59.882016200000002 1.5000000000000002 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 4 5 8 7 -6 27 24 13 -12 -13 15 -15 -10 -16 18 -18 20 -5 -11 26 -24 -9 -2 -8 -4 -29 -30
right_child=2 -3 3 19 6 -7 22 9 10 21 11 12 -14 14 16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=63.328861085540751 -24676.921834994286 8989.0913809767117 -1995.8449640982167 3862.8562279318976 26282.225463898179 127719.50639648439 4170.9841166995529 232009.17725375309 48002.291631155305 -7863.5547170538648 62841.78204908676 8781.4780311463528 -136837.5632940995 -34123.200961012568 12763.914874206203 -205209.95843832003 263244.61352634802 30602.143212407176 -98871.263437500005 82.79670664585187 -10251.792750841792 149565.88496436406 46227.051375714655 -21579.226445507851 -47324.124254261369 -2196.7094889157015 22238.345332537112 56156.399824345579 -105248.54140283096 -23341.336189675636
leaf_weight=3357620 2943 13074 18976 13138 2511 140 8489 153 66 152 1752 7191 152 1457 895 131 102 101 20 679423 31899 114 481 2637 22 160438 9143 616 457 3871
leaf_count=3357620 2943 13074 18976 13138 2511 140 8489 153 66 152 1752 7191 152 1457 895 131 102 101 20 679423 31899 114 481 2637 22 160438 9143 616 457 3871
internal_value=0 97.9495 -348.462 121.035 5281.32 -151.688 13516.6 39399.1 -651.924 114085 9977.53 16761.6 5767.17 -12281.3 -4011.44 -120377 35230.8 125401 203881 -303.699 -6134.33 59606.2 9834.38 -11119.1 196893 -2601.65 13539.7 -5925.32 -21007.4 -31990
internal_weight=0 3.37069e+06 947470 784089 59629 35927 23702 2952 35787 441 11867 9095 7343 2772 2575 197 1118 223 122 724460 45037 266 20750 3118 175 163381 17632 23920 4944 4328
internal_count=4318164 3370694 947470 784089 59629 35927 23702 2952 35787 441 11867 9095 7343 2772 2575 197 1118 223 122 724460 45037 266 20750 3118 175 163381 17632 23920 4944 4328
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=3 0 4 5 4 5 1 0 1 5 0 1 1 1 5 1 0 2 0 1 0 1 1 5 5 4 5 6 5 0
split_gain=1.4687e+13 5.92751e+13 5.97624e+13 4.90696e+13 1.08455e+14 7.5201e+13 5.72347e+13 4.7558e+13 7.11272e+13 4.58073e+13 4.27547e+13 9.96377e+13 3.3948e+13 8.22956e+13 8.50054e+13 8.4648e+13 9.29247e+13 6.53751e+13 5.16306e+13 4.91172e+13 8.7792e+13 7.6362e+13 5.83323e+13 3.82687e+13 3.72002e+13 4.83067e+13 3.84063e+13 3.61533e+13 4.26114e+13 3.37749e+13
threshold=2.5000000000000004 57.265292900000006 1.5000000000000002 59.810000000000009 2.5000000000000004 77.715000000000018 37.692869000000009 44.580511600000001 39.704585000000002 43.005000000000003 57.157092150000004 61.880021000000006 30.226173900000003 30.305955500000003 65.50500000000001 30.323743050000001 59.963407450000012 1.5000000000000002 59.963407450000012 30.578016350000002 59.846652800000008 30.388336800000001 30.502469200000004 59.245000000000012 114.05000000000001 3.5000000000000004 73.995000000000019 1.5000000000000002 59.510000000000012 57.581016350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 7 -7 8 -5 -4 -6 -12 24 14 -14 16 17 -15 -16 20 21 -17 -22 -23 25 26 -3 -21 -29 -30
right_child=-2 12 3 4 10 6 -8 -9 -10 -11 11 -13 13 15 18 19 -18 -19 -20 27 22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-2292.3862748301117 -30.239667085554636 -16999.318120810847 1440.4617068268462 154836.97538034539 1933.6219924976861 -149611.67048611111 -40894.765540669978 -15310.450649950253 8294.9947215472093 7440.5433192577975 -20690.658084788607 136892.04836554275 20681.292617543542 -82792.752978515637 243816.97573242188 -33743.118928571428 70300.867531622032 -301125.78232421877 57875.994398716524 33699.971011261638 -19035.284284498055 68444.269769021746 96526.219230769231 190122.17370233053 -132930.44110991381 113929.56163194445 -97938.613583669357 -2765.7513603004077 -48935.407186910132 -13144.302942494745
leaf_weight=24500 4205107 1077 21239 38 17969 54 469 2469 258 31737 85 76 192 32 32 35 21 24 28 235 273 46 52 59 29 27 62 9353 298 2288
leaf_count=24500 4205107 1077 21239 38 17969 54 469 2469 258 31737 85 76 192 32 32 35 21 24 28 235 273 46 52 59 29 27 62 9353 298 2288
internal_value=0 1124.75 1991.27 3402 -637.124 -17346.8 -52119.8 -10769.5 27107.8 5035.01 2393.29 53696.2 -4925.8 -3439.6 53148.7 -4561.04 -109092 -176364 157045 -3924.21 27972.8 94176 -545.444 136816 -21053.8 -18271.3 -21405.1 -5142.56 -5907.11 -17268.7
internal_weight=0 113057 98894 74394 21418 3288 523 2765 296 52976 18130 161 14163 12968 252 12716 77 56 60 12639 465 140 325 105 1195 1166 1139 12174 11939 2586
internal_count=4318164 113057 98894 74394 21418 3288 523 2765 296 52976 18130 161 14163 12968 252 12716 77 56 60 12639 465 140 325 105 1195 1166 1139 12174 11939 2586
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=5 4 0 3 0 1 1 0 5 0 0 2 1 1 3 6 1 5 1 1 1 5 1 3 0 3 1 0 0 3
split_gain=1.45655e+13 2.03628e+13 5.24121e+13 9.57718e+13 6.67547e+13 5.60013e+13 5.93414e+13 6.56389e+13 5.65984e+13 3.99279e+13 1.18708e+14 9.17672e+13 9.87889e+13 1.22533e+14 9.53368e+13 7.87305e+13 6.98541e+13 6.87107e+13 6.84566e+13 1.59435e+14 6.76233e+13 8.18399e+13 6.69019e+13 5.80538e+13 1.26912e+14 6.6559e+13 5.36682e+13 1.168e+14 8.92994e+13 8.3672e+13
threshold=20.010000000000002 1.0000000180025095e-35 44.580511600000001 5.5000000000000009 47.297889100000013 39.488326500000007 39.863684800000009 43.642715500000008 37.305000000000007 55.777112100000004 55.657530000000008 2.5000000000000004 37.362912300000012 37.944765900000007 19.500000000000004 1.5000000000000002 60.08989780000001 61.845000000000006 37.597123000000003 37.542000650000013 37.712318250000003 30.990000000000006 37.475443250000005 24.500000000000004 55.751981950000008 23.500000000000004 37.516458750000005 55.141517900000004 55.619594000000006 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 8 -8 10 26 17 -13 14 18 16 -11 -12 19 -14 21 23 -23 24 -16 -26 28 29 -6 -28
right_child=1 -3 4 -5 9 6 7 -9 -10 15 11 12 13 -15 20 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-1624.132242588732 47413.857819136836 -29.755228416275429 -4832.4197895579318 22662.444011049178 23458.494254326448 -21042.033173340638 12059.26031683059 63910.819494298987 -41649.81851882935 -8672.9040360539311 -188.05583784918494 -10395.792115345568 81627.804016026712 6031.6396885612221 47348.487636718753 2786.9772938655842 5403.1350986089747 -157776.23917410715 53046.969178740008 355637.53362500004 48167.858399758967 -26922.727787109379 110756.43216959637 16958.78586325678 -21388.757074652778 -136206.82146908969 11933.577194720718 -11430.033367220494 -17820.788492231226 1155.4793071591741
leaf_weight=54521 206 4047321 19727 3030 2406 1386 840 185 256 16842 2333 808 141 1638 110 22168 4459 28 907 25 739 50 120 439 90 115 7655 7044 670 121905
leaf_count=54521 206 4047321 19727 3030 2406 1386 840 185 256 16842 2333 808 141 1638 110 22168 4459 28 907 25 739 50 120 439 90 115 7655 7044 670 121905
internal_value=0 20.7685 966.052 10259.4 705.341 -2821.47 -6701.66 8814.15 -485.926 1278.22 2064.49 14283.8 21728.9 27663.2 40613.7 -1384.77 -5726.33 -2056.95 63852.8 122894 25619.5 7585.61 70262.6 -6545.8 -39303 -85798.9 1404.63 1110.49 14467.2 1792.3
internal_weight=0 4.26364e+06 216322 5903 210419 2873 2667 1281 1096 190692 147223 7543 5182 4374 2736 43469 21301 2361 1073 166 1663 924 170 754 315 205 139680 136604 3076 129560
internal_count=4318164 4263643 216322 5903 210419 2873 2667 1281 1096 190692 147223 7543 5182 4374 2736 43469 21301 2361 1073 166 1663 924 170 754 315 205 139680 136604 3076 129560
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=5 5 5 4 3 1 0 0 5 0 1 3 0 0 1 1 0 5 0 1 0 1 3 0 1 1 5 3 0 2
split_gain=1.39605e+13 2.03028e+13 4.25704e+13 1.26182e+14 1.03177e+14 9.0668e+13 1.41713e+14 1.84358e+14 1.24185e+14 9.43859e+13 9.804e+13 9.37847e+13 1.23998e+14 9.24684e+13 2.01173e+14 1.64077e+14 1.19453e+14 1.17021e+14 8.25338e+13 1.87667e+14 2.38739e+14 3.18466e+14 2.36653e+14 1.86849e+14 1.55434e+14 1.39586e+14 1.35082e+14 1.27518e+14 1.12076e+14 1.7304e+14
threshold=225.45000000000002 100.05000000000001 94.040000000000006 2.5000000000000004 6.5000000000000009 53.140944450000006 54.978840000000005 54.811549550000009 99.555000000000021 54.648549400000007 83.761389800000003 9.5000000000000018 54.947152850000002 55.010031850000011 82.933113850000026 82.964402850000013 55.014170500000006 98.020000000000024 55.899899800000007 37.832345550000007 55.628356700000005 37.39371280000001 26.500000000000004 56.110481950000008 39.016372550000007 37.457850350000008 97.050000000000011 11.500000000000002 55.812836050000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 7 9 18 10 -7 -9 -13 14 -8 17 -15 -16 19 20 27 28 25 -20 -21 -23 -26 -5 29 -22
right_child=-2 -3 3 5 -6 6 13 11 -10 -11 -12 12 -14 16 15 -17 -18 -19 23 24 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-4.0194891155743866 5720.4301831507228 -1319.1531394395406 -39857.99204638222 20366.541081453212 -4397.1594515736451 -27353.1489260095 19241.175001309868 22540.101871490479 13429.934172664283 45330.906976327882 22507.547902954684 -68699.127726725696 -3192.4068336223736 -32418.966344209559 306944.72514880955 59793.320608038659 17415.310002269205 76743.731571691183 -54271.623999818315 -23674.217848458866 -96130.024606963736 140262.07337315037 -18624.832437029989 -4866.2454042876625 13843.246443177359 63876.322122852587 -15698.952196705575 -21743.607338457619 -53934.622434163794 75476.881907126168
leaf_weight=4151454 4262 114553 1085 1360 3366 722 664 256 6799 641 869 766 464 510 63 152 8457 34 860 3259 81 302 294 6966 4209 1151 2448 1526 377 214
leaf_count=4151454 4262 114553 1085 1360 3366 722 664 256 6799 641 869 766 464 510 63 152 8457 34 860 3259 81 302 294 6966 4209 1151 2448 1526 377 214
internal_value=0 -5.6516 30.1791 2994.45 -13041.3 4637.37 11405.5 -5235.97 1553.78 12933.3 -119.368 -32526.6 -43987.6 17667.9 47986.3 124640 14581 226256 -1949.75 2341.23 17522.2 40693.4 63197 -10295.4 -5780.46 79752.8 2979.6 -1899.6 -17809.3 28357.7
internal_weight=0 4.3139e+06 4.19935e+06 47895 4451 43444 13598 3718 29846 2232 1591 1486 1230 9880 913 249 8967 97 23047 15221 5305 2419 1747 7826 9916 1453 6657 2886 672 295
internal_count=4318164 4313902 4199349 47895 4451 43444 13598 3718 29846 2232 1591 1486 1230 9880 913 249 8967 97 23047 15221 5305 2419 1747 7826 9916 1453 6657 2886 672 295
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=0 0 0 5 1 1 6 1 3 5 4 5 4 5 1 1 5 5 1 3 5 5 1 5 3 5 1 5 1 0
split_gain=1.39089e+13 1.48278e+14 1.39627e+14 1.45326e+14 1.79033e+14 1.34254e+14 1.26397e+14 1.91019e+14 1.34848e+14 1.23457e+14 1.59934e+14 1.15638e+14 1.14717e+14 1.018e+14 9.37104e+13 8.88172e+13 8.90979e+13 8.657e+13 8.53464e+13 8.41962e+13 8.34176e+13 8.22224e+13 1.05424e+14 1.2043e+14 1.96576e+14 8.77245e+13 8.12458e+13 8.08783e+13 8.03498e+13 7.94742e+13
threshold=50.973130900000008 51.636650050000007 51.67657710000001 103.45000000000002 39.188277450000008 37.855187800000003 1.5000000000000002 39.188277450000008 23.500000000000004 78.010000000000005 1.5000000000000002 112.04500000000002 3.5000000000000004 85.020000000000024 36.761894450000007 39.188277450000008 89.00500000000001 177.02500000000003 37.275078000000001 18.500000000000004 53.995000000000012 132.05000000000004 36.585378200000001 128.92000000000004 13.500000000000002 55.005000000000003 36.585378200000001 114.05000000000001 39.969502550000009 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 5 3 6 -5 11 7 -3 9 -9 -11 20 -6 -12 17 -7 -17 19 -16 21 -2 22 25 -24 -25 -1 -23 -21 -8 -27
right_child=1 2 -4 4 12 15 28 8 -10 10 13 -13 -14 -15 18 16 -18 -19 -20 27 -22 26 23 24 -26 29 -28 -29 -30 -31
leaf_value=8572.3823116379917 -8697.3744706527905 37003.273692489951 -69.23516097771261 -52975.948436020364 129453.85843793084 4420.6521579335704 -322.78275241328674 5954.0695955603369 -29079.587137523366 179132.8007902299 76454.109044964644 -168588.30381610579 -11727.554553724316 -9513.3888492956066 -30930.078322447349 -6500.3362257739573 -45653.357165486792 103194.2472892342 193.84299702575447 47957.940611886166 -32296.897926040507 5847.127752403846 15848.785157571003 -8249.6927048141897 330215.69666442875 19523.311931295957 -105115.93327891792 251389.68096590909 -67591.00719329498 -6461.4669363858011
leaf_weight=12110 3488 2849 3426285 99 272 8910 7292 4248 949 87 274 52 73 277 882 16834 602 91 811362 175 2625 130 5988 37 32 1326 134 22 182 10477
leaf_count=12110 3488 2849 3426285 99 272 8910 7292 4248 949 87 274 52 73 277 882 16834 602 91 811362 175 2625 130 5988 37 32 1326 134 22 182 10477
internal_value=0 -88.3789 -24.9057 9123.71 65564.7 -6810.14 7572.79 15778 5414.59 12114.3 53131.3 -20094.5 99580.7 33236.3 364.457 -3701.59 -7852.14 5804.19 160.046 5512.95 -18831.3 5088.36 5577.81 17362.4 148720 2592.84 -50475 70676.2 -1960.84 -3542.22
internal_weight=0 3.4754e+06 3.44289e+06 16602 444 32511 16158 8684 5835 4886 638 6165 345 551 842766 26346 17436 30522 812244 30431 6113 30234 29970 6057 69 23913 264 197 7474 11803
internal_count=4318164 3475398 3442887 16602 444 32511 16158 8684 5835 4886 638 6165 345 551 842766 26346 17436 30522 812244 30431 6113 30234 29970 6057 69 23913 264 197 7474 11803
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 5 3 1 3 0 3 0 0 5 0 5 6 3 1 0 0 0 1 0 5 0 1 4 3 0
split_gain=1.44528e+13 7.32508e+13 1.13569e+15 7.44205e+14 6.11359e+14 3.33816e+14 2.83408e+14 2.64865e+14 8.29541e+14 3.81663e+14 3.2341e+14 2.54337e+14 2.51114e+14 2.61988e+14 2.42624e+14 2.34621e+14 2.32388e+14 2.11743e+14 1.70703e+14 1.40541e+14 2.00604e+14 1.40467e+14 3.74814e+14 1.40857e+14 1.39389e+14 1.305e+14 1.2784e+14 3.25378e+14 3.3032e+14 4.50059e+14
threshold=55.899899800000007 37.214886200000009 55.455204450000004 55.193434200000006 17.500000000000004 77.00500000000001 10.500000000000002 36.761894450000007 10.500000000000002 55.601678500000013 6.5000000000000009 55.851332700000007 55.745923000000012 90.015000000000015 55.820531900000013 114.05000000000001 1.5000000000000002 24.500000000000004 36.761894450000007 55.734663800000007 55.719391050000006 54.736324100000012 20.507360500000004 54.934662400000008 96.015000000000015 55.851332700000007 37.328003200000005 1.5000000000000002 18.500000000000004 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 7 -5 8 -4 -9 -11 12 -7 -14 15 -15 17 -6 21 20 -12 -1 23 -23 -13 -21 27 -3 -29 -30
right_child=-2 26 4 6 16 11 -8 9 -10 10 19 24 13 14 -16 -17 -18 -19 -20 25 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2498.5096045593923 279.74504800187236 -3437.5085918017016 -56711.4787561544 31852.752187616985 128485.06157262731 -63320.686095652862 102621.10584054051 13604.983913413704 87329.523132461996 -4243.2866646925677 -40578.494207035597 -108599.59808761504 -22060.771525237848 440568.70086348685 -34319.746684966223 24075.194661458336 -16040.418895867857 25844.684811791445 -39979.46724029156 -9541.3207807360213 -100174.29721736387 -4613.8014502210117 -29566.16883864818 35914.602490156278 -278166.29329710145 -61751.58638717651 -113.07938803564889 20921.87155262096 7221.6494084863198 -54685.644764492725
leaf_weight=67160 1293583 23326 4102 3830 405 2176 664 3513 443 4402 2473 163 318 38 37 21 396 399 1031 1900 732 1900 4758 1563 69 640 2873003 16955 6742 1422
leaf_count=67160 1293583 23326 4102 3830 405 2176 664 3513 443 4402 2473 163 318 38 37 21 396 399 1031 1900 732 1900 4758 1563 69 640 2873003 16955 6742 1422
internal_value=0 -119.644 -2738.87 2761.35 -22759.6 -26721.6 42309 -21760.8 -42671.8 -14803.2 -24638.5 -58724 -49738.9 21647.4 166431 292325 46663.7 77547.9 435.449 -40265.9 -54189.8 988.212 -11349.9 13678.4 -159031 -22696.7 -27.18 5067.03 12964.5 -3561.32
internal_weight=0 3.02458e+06 103133 80906 22227 21027 4494 18205 4545 13660 10147 2822 2590 414 96 59 1200 804 76412 5745 3205 75381 8221 3463 232 2540 2.92145e+06 48445 25119 8164
internal_count=4318164 3024581 103133 80906 22227 21027 4494 18205 4545 13660 10147 2822 2590 414 96 59 1200 804 76412 5745 3205 75381 8221 3463 232 2540 2921448 48445 25119 8164
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=1 1 6 3 4 0 0 1 3 0 3 5 1 4 3 5 0 3 5 1 0 0 5 4 0 0 3 1 1 3
split_gain=1.45149e+13 1.07394e+14 2.98177e+14 4.35238e+14 3.64437e+14 3.23096e+14 4.43501e+14 7.50766e+14 5.7132e+14 3.73498e+14 5.68913e+14 3.6833e+14 3.46476e+14 3.12902e+14 2.92016e+14 2.8278e+14 2.81032e+14 2.36651e+14 3.52793e+14 3.41562e+14 2.23505e+14 4.27212e+14 2.22941e+14 2.19017e+14 3.15595e+14 1.72952e+14 2.14001e+14 2.666e+14 2.44214e+14 1.62198e+14
threshold=30.305955500000003 30.346469350000003 1.5000000000000002 4.5000000000000009 3.5000000000000004 59.904813200000007 59.950068600000009 30.315880100000005 8.5000000000000018 59.982527000000012 7.5000000000000009 52.990000000000002 30.332994000000003 2.5000000000000004 4.5000000000000009 100.05000000000001 59.882016200000002 9.5000000000000018 116.06000000000002 30.315880100000005 59.932719750000011 59.939091550000008 68.52500000000002 1.5000000000000002 59.896318000000008 59.846652800000008 19.500000000000004 30.332994000000003 30.323743050000001 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 29 11 7 8 -7 10 12 23 -8 -13 20 -12 22 18 -11 -19 -9 -22 -15 24 -4 26 28 -28 -24 -5
right_child=1 -3 5 4 -6 6 9 14 -10 17 15 13 -14 16 -16 -17 -18 19 -20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-897.37835492674503 -82253.307751538829 -34.023228918854507 10759.095972138 5189.8493250930596 77489.252849764438 -5749.9810402846306 27942.649222768774 24582.263542849116 -97610.233272948914 -18576.995951213266 122122.59228505516 66938.322184086996 -106899.66461516524 -26195.487705217969 -4786.9542434854056 -20646.090585214122 -37197.471733827777 66468.727596155586 103666.915584375 8139.5598670036579 311470.07324438205 50770.009710864484 -130588.92734375001 -19945.137802478443 93022.3432194708 86647.603973304926 211402.48246647764 -69585.986359375005 28408.609198776117 -6954.0504060810526
leaf_weight=173023 660 4064974 4175 19989 592 1198 1215 702 1557 4241 966 2759 226 419 3964 162 671 1186 250 6539 89 214 133 1946 525 829 104 50 353 24453
leaf_count=173023 660 4064974 4175 19989 592 1198 1215 702 1557 4241 966 2759 226 419 3964 162 671 1186 250 6539 89 214 133 1946 525 829 104 50 353 24453
internal_value=0 37.4576 3661.99 -1635.25 -453.743 10683.5 3625.4 -15795 -57665.2 13771 48430 23962.5 6794.58 43577.4 7419.38 101619 18390.7 6482.33 -11772.1 17094.7 55564.5 127345 38146.9 8267.04 19948.1 56499.2 17447.6 120172 -15103.1 -1492
internal_weight=0 4.14514e+06 80167 45694 45034 34473 22509 7724 2755 14785 2569 11964 1441 5318 4969 1128 2559 12216 4491 7725 1005 303 1888 6646 4700 1469 640 154 486 44442
internal_count=4318164 4145141 80167 45694 45034 34473 22509 7724 2755 14785 2569 11964 1441 5318 4969 1128 2559 12216 4491 7725 1005 303 1888 6646 4700 1469 640 154 486 44442
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=3 5 2 0 0 0 0 5 1 1 1 1 0 3 0 0 1 0 0 5 1 5 1 1 1 0 5 5 0 0
split_gain=1.46476e+13 8.68055e+13 1.05586e+14 1.08827e+14 3.35874e+14 2.54266e+14 2.05508e+14 1.74194e+14 1.51062e+14 3.11401e+14 1.46544e+14 2.22014e+14 4.12213e+14 2.9247e+14 2.37947e+14 2.14266e+14 1.77253e+14 2.94672e+14 3.58022e+14 6.3248e+14 5.55993e+14 3.70329e+14 3.54968e+14 3.25957e+14 3.08272e+14 3.49705e+14 2.61368e+14 2.38651e+14 2.36286e+14 4.7138e+14
threshold=10.500000000000002 73.010000000000005 2.5000000000000004 54.708501450000007 54.920670650000005 51.67657710000001 54.978840000000005 83.010000000000005 83.053286850000021 82.981501350000016 60.58031445000001 60.601268000000012 56.791364150000007 11.500000000000002 56.852744000000008 56.838612000000005 37.832345550000007 55.591389050000011 55.535913550000011 81.910000000000011 37.615058950000012 109.05000000000001 37.457850350000008 37.737121850000008 37.417247200000006 55.87722990000001 107.05000000000001 83.010000000000005 55.762622900000004 55.695992150000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 8 7 -6 -4 9 -5 16 12 -12 -14 15 -15 17 18 22 20 -20 -21 -8 27 -19 -26 -27 -24 29 -18
right_child=1 2 3 4 6 -7 10 -9 -10 -11 11 -13 13 14 -16 -17 28 24 19 21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=143.39168895030798 99.034134777306747 -7645.255548275185 -8157.2605603478705 30175.750815136576 -17914.97074963613 -16676.46912556329 75640.309818608104 2883.9740425589157 90935.434829488178 -65755.58123210074 -101456.32386738392 3188.5461223602069 298719.08828125003 46549.312485065675 -26338.726712875563 155838.32221467391 -16768.389780709196 -1846.1205358719353 -33866.291985674077 -13318.080515004078 -131481.92695601934 101254.99396534456 9524.131814787841 76994.983656063996 19137.816032392515 -10961.826605072996 66626.94909794796 -46866.942685244067 -12602.117274788507 26010.346865301784
leaf_weight=2688514 1345223 28080 24070 3848 6579 13797 639 35163 341 371 199 48979 46 1345 389 207 5006 48347 1623 2945 911 312 1593 420 18370 7206 462 1419 26454 5306
leaf_count=2688514 1345223 28080 24070 3848 6579 13797 639 35163 341 371 199 48979 46 1345 389 207 5006 48347 1623 2945 911 312 1593 420 18370 7206 462 1419 26454 5306
internal_value=0 -236.56 -1823.78 -1186.11 114.373 -4450.52 -569.283 -1602.76 26914.5 21740 93.5032 4580.18 35760.7 49503.1 43596.9 61125.9 -1803.49 724.804 -15517.7 -31492.9 -68960.2 -2342.7 7207.03 -5534.49 2878.24 11650.4 -6287.07 -17042.6 -7596.91 5243.24
internal_weight=0 1.62965e+06 284427 256347 183317 73030 178757 59233 4560 4219 172178 51165 2186 1987 1941 1552 121013 84247 9862 5791 2534 3257 4071 3432 74385 26038 7668 3012 36766 10312
internal_count=4318164 1629650 284427 256347 183317 73030 178757 59233 4560 4219 172178 51165 2186 1987 1941 1552 121013 84247 9862 5791 2534 3257 4071 3432 74385 26038 7668 3012 36766 10312
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 5 1 4 0 3 0 3 2 0 0 1 3 0 2 0 5 1 1 1 2 0 0 0 3 0
split_gain=1.53143e+13 6.36521e+13 1.03098e+14 7.63552e+13 8.24018e+13 8.15548e+13 8.03389e+13 6.75905e+13 8.6922e+13 7.71145e+13 6.02769e+13 5.97141e+13 1.8418e+14 1.5677e+14 1.78418e+14 2.30884e+14 1.5775e+14 1.24404e+14 1.10286e+14 1.0516e+14 9.32347e+13 9.28923e+13 1.82085e+14 1.79707e+14 1.41334e+14 1.39632e+14 1.38499e+14 1.48175e+14 1.25469e+14 1.24241e+14
threshold=102.01000000000001 104.75000000000001 12.500000000000002 82.933113850000026 83.053286850000021 103.45000000000002 82.926290250000008 3.5000000000000004 59.853570100000006 5.5000000000000009 59.963407450000012 11.500000000000002 10.500000000000002 59.990816400000007 59.904813200000007 30.207352000000004 17.500000000000004 60.003414000000006 8.5000000000000018 61.674413550000004 110.05000000000001 37.275078000000001 36.761894450000007 37.777459000000007 3.5000000000000004 56.895161300000005 55.727011600000004 55.695992150000002 17.500000000000004 56.838612000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 5 -5 -4 -2 -9 -10 -11 12 18 14 21 16 -16 20 -3 -20 -15 22 -13 -23 28 29 27 -24 -25 -26
right_child=1 11 3 4 -6 -7 -8 8 9 10 -12 13 -14 17 15 -17 -18 -19 19 -21 -22 23 26 24 25 -27 -28 -29 -30 -31
leaf_value=30.224604765587017 7931.4335114695341 -791.39723688434333 -14811.190838409906 -33461.564115265879 1944.3048277464209 -112878.98231003631 155124.84464285715 -6852.6653568766533 -125647.9029265873 -83830.504515269888 65609.96525095815 -6193.8334843113789 -93158.642910287628 -6334.5516536459663 84805.055211759871 46210.831246545407 -154544.05488281252 -14825.695890733277 -18257.701652426105 155741.71000000002 -132206.74347196691 27134.367215552469 -78176.237133978328 -5078.0398108901527 5291.0430712386269 -23686.35524559324 9499.5426711062173 -267325.66191086068 -44550.738377185044 49213.72338586906
leaf_weight=4209727 3978 52190 4324 279 227 241 28 1461 126 55 53 3162 223 90 38 1589 100 1876 4570 35 170 3090 129 3183 23688 1637 94 61 1078 662
leaf_count=4209727 3978 52190 4324 279 227 241 28 1461 126 55 53 3162 223 90 38 1589 100 1876 4570 35 170 3090 129 3183 23688 1637 94 61 1078 662
internal_value=0 -1173.38 -8468.61 -18787.7 -48324.3 -70268.5 -13717.9 806.366 -15915.5 -72499.9 -10494 -368.745 -2456.49 2559.86 4022.46 35435.6 -88636.3 -23810 -2100.36 -16935.2 -88635.6 2547.62 -13082.9 4163.27 1816.65 4584.57 -89784 -138903 -15064.3 6485.16
internal_weight=0 108437 10772 5099 747 520 4352 5673 1695 234 108 97665 57018 40647 38511 1727 138 2136 56795 4605 260 36784 3446 33338 30248 25987 284 190 4261 24350
internal_count=4318164 108437 10772 5099 747 520 4352 5673 1695 234 108 97665 57018 40647 38511 1727 138 2136 56795 4605 260 36784 3446 33338 30248 25987 284 190 4261 24350
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=5 5 1 3 3 6 0 0 3 1 1 1 6 1 1 1 3 1 1 0 1 1 3 3 1 5 1 1 5 1
split_gain=1.49476e+13 1.02059e+14 4.55908e+14 1.46691e+14 1.88048e+14 2.53934e+14 1.3751e+14 2.0639e+14 1.78894e+14 3.09002e+14 4.55234e+14 3.81747e+14 3.47262e+14 3.2282e+14 2.44741e+14 6.71133e+14 3.62085e+14 3.46011e+14 2.95649e+14 2.42784e+14 2.34682e+14 2.14496e+14 2.11112e+14 2.04824e+14 2.04182e+14 2.01744e+14 1.81987e+14 2.13923e+14 1.67998e+14 1.79716e+14
threshold=56.835000000000008 59.245000000000012 37.914142000000005 14.500000000000002 5.5000000000000009 1.5000000000000002 55.674875350000008 55.701368300000006 4.5000000000000009 37.314272700000011 37.475443250000005 37.66934650000001 1.5000000000000002 37.559851850000008 37.832345550000007 37.855187800000003 17.500000000000004 37.726745000000001 37.692869000000009 55.68356880000001 37.559851850000008 37.214886200000009 31.500000000000004 14.500000000000002 49.201680550000006 66.50500000000001 37.914142000000005 37.869926150000005 95.020000000000024 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3 8 20 19 22 12 13 -12 17 -16 24 18 -13 -10 -8 -21 28 -15 26 -18 27 -17 29 -11
right_child=1 6 3 -5 5 -7 7 -9 9 10 11 14 -14 23 15 16 25 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-139.17074353418136 -6340.9090512698731 -958.08149263626228 8730.3137948692074 11422.489214868599 5358.5844558028812 -4181.7358899554247 -178655.46485795456 788.01113077381501 15775.709511091489 -23937.665614241589 229646.84907602167 -95809.392795973574 22452.437548241891 151421.56082446809 202627.87601618533 76720.160863047204 18130.661634928387 -88454.467758999963 66496.238295166026 -11939.633156151109 -3904.2432172947301 117441.13730535368 18020.575804402819 40781.314966030419 -7652.516470219146 -36274.867924808357 69215.585067936729 -1325.7438836669924 98109.060251752075 -96822.796718404585
leaf_weight=2768887 49601 767117 45698 25982 62926 50122 110 532604 794 632 156 156 1645 235 183 484 1035 602 400 158 255 678 542 581 1192 1996 1317 1280 68 728
leaf_count=2768887 49601 767117 45698 25982 62926 50122 110 532604 794 632 156 156 1645 235 183 484 1035 602 400 158 255 678 542 581 1192 1996 1317 1280 68 728
internal_value=0 248.728 2171.39 4457.01 3316.97 1128.7 -93.8979 1116.2 12595.5 14294.1 9233.3 16990.9 50453.6 97842.5 6861.18 13478.3 8739.23 -35921.7 20957.2 55377 -56569 92988.8 -35115.2 72644.6 27491.4 -17696.9 41088.1 20088.2 -55283 -62952.6
internal_weight=0 1.54928e+06 234329 184728 158746 113048 1.31495e+06 547831 15227 14862 13232 11262 2617 972 8645 7487 7304 1158 556 1630 365 836 1970 816 4273 3031 3081 1764 1428 1360
internal_count=4318164 1549277 234329 184728 158746 113048 1314948 547831 15227 14862 13232 11262 2617 972 8645 7487 7304 1158 556 1630 365 836 1970 816 4273 3031 3081 1764 1428 1360
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=0 0 5 3 4 1 6 1 1 3 3 2 5 1 1 5 5 5 2 2 5 5 5 0 1 1 5 1 3 0
split_gain=1.4201e+13 4.42464e+13 6.76226e+13 4.46244e+13 4.08268e+13 3.33354e+13 4.25377e+13 3.37543e+13 3.07427e+13 3.90426e+13 3.81709e+13 3.73696e+13 3.63608e+13 3.15334e+13 3.37374e+13 3.03122e+13 5.04066e+13 4.80845e+13 3.58702e+13 2.95192e+13 2.79884e+13 2.76407e+13 3.20245e+13 2.74299e+13 1.51505e+14 1.07466e+14 1.47707e+14 1.07509e+14 1.05129e+14 9.67731e+13
threshold=43.056445700000005 42.966471700000007 89.00500000000001 4.5000000000000009 1.5000000000000002 47.473138800000008 1.5000000000000002 47.854228500000012 47.473138800000008 11.500000000000002 7.5000000000000009 8.5000000000000018 137.05000000000004 47.282206100000003 44.660994650000006 93.00500000000001 120.05000000000001 161.85000000000002 3.5000000000000004 7.5000000000000009 177.02500000000003 137.05000000000004 123.15000000000002 44.982728700000003 43.808567100000012 45.148007750000012 68.00500000000001 46.037218400000008 7.5000000000000009 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7 19 9 10 12 20 -6 14 -12 -16 -17 18 -18 -8 -10 22 -15 24 29 26 -26 28 -27 -2
right_child=23 2 3 4 8 6 7 -9 11 -11 13 -13 -14 21 15 16 17 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-20255.838971560966 736.33684702331232 2484.2602919858291 57446.68840693721 -72811.809051983175 5780.0556293366553 -7092.7445191546321 9992.1510704018438 -8402.5289712910053 32531.354162938951 -42540.96062792305 10297.140679544116 141.57534414556963 -55388.36050814925 4276.3515661341544 6618.193086751302 176735.67563384434 123624.97812500001 171349.59470486111 -27858.512796585648 -5481.2694833324176 109815.00982142857 -104255.13138950894 122733.57118750001 39.98909783383332 -14615.009485033232 1042.3536226201536 -56588.908670074772 -20578.948084815562 54962.248831426899 -4425.4971482838009
leaf_weight=905 141173 12747 270 52 599 5958 5866 1836 1073 147 126 395 116 262 48 53 22 27 54 1561 49 21 25 4087717 3643 1396 1089 1545 488 48901
leaf_count=905 141173 12747 270 52 599 5958 5866 1836 1073 147 126 395 116 262 48 53 22 27 54 1561 49 21 25 4087717 3643 1396 1089 1545 488 48901
internal_value=0 2091.82 5802.64 18470.9 15042 -1609.79 -501.144 3738.6 16556.2 6404.67 11722.5 26593.9 -4143.77 29503.6 50981.6 76110.3 97492.4 56716.8 15992 6739.96 35906.5 6491.51 14594.9 -15.7216 -1164.51 -14506.3 -24274.7 -1025.89 15008.9 -591.666
internal_weight=0 32212 16086 3339 3069 16126 15221 9263 3017 1500 1353 1517 715 638 330 204 156 103 76 7427 1122 308 287 4.28595e+06 198235 8161 4732 3429 1884 190074
internal_count=4318164 32212 16086 3339 3069 16126 15221 9263 3017 1500 1353 1517 715 638 330 204 156 103 76 7427 1122 308 287 4285952 198235 8161 4732 3429 1884 190074
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 3 2 5 5 1 2 3 1 1 3 5 6 3 3 5 0 2 3 1 4 1 5 1 5 4
split_gain=1.45433e+13 9.38437e+13 2.35706e+14 8.87948e+13 9.4887e+13 8.03976e+13 6.47193e+13 6.98768e+13 7.41171e+13 6.09172e+13 5.30802e+13 9.63451e+13 1.24007e+14 1.93662e+14 1.78161e+14 2.14608e+14 1.8259e+14 1.6047e+14 1.41311e+14 1.16619e+14 1.08225e+14 1.50995e+14 2.93053e+14 1.12559e+14 1.12518e+14 1.07188e+14 1.198e+14 1.00873e+14 1.03584e+14 1.18755e+14
threshold=47.425481600000005 48.713222300000005 44.083877800000003 2.5000000000000004 39.969502550000009 5.5000000000000009 3.5000000000000004 13.050000000000002 37.005000000000003 37.098288800000006 12.500000000000002 15.500000000000002 40.247294600000011 41.950906500000009 8.5000000000000018 105.35000000000001 1.5000000000000002 13.500000000000002 5.5000000000000009 68.00500000000001 44.732363600000006 8.5000000000000018 13.500000000000002 38.950530550000003 2.5000000000000004 38.969379750000009 150.04500000000004 47.473138800000008 59.510000000000012 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 7 -1 -9 -10 11 12 14 19 18 -16 17 -17 25 -14 21 24 -23 -22 -18 -8 -27 28 -13 -30
right_child=1 -3 -4 4 5 -7 10 8 9 -11 -12 27 13 -15 15 16 20 -19 -20 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=25606.015257671948 9467.5149304269817 -51.216553112942904 13274.653562777514 -48078.382048131498 -8571.6684866312189 -27531.435303510116 -5184.5156491735106 -1142.591630766487 18906.36412247935 2234.1948998333714 1870.0164216602957 -1116.6657638180129 -9498.1142322630731 -701.60128376535647 3452.3711346911477 70812.280505571209 -99062.086607142861 286646.58435465494 -6689.7936934766904 -32492.078558577454 -32174.253766533879 -49736.175873480905 223926.81903125002 26242.218269510329 142926.92662407531 4861.1927766020481 -103142.30831500304 39579.567865384721 -7493.0067415200529 28305.187360878597
leaf_weight=1202 1405 3509193 4117 914 7182 3248 16559 80731 2214 216356 90368 93831 9607 45223 109493 122 21 48 35804 2863 404 180 50 1797 226 35600 103 557 47801 945
leaf_count=1202 1405 3509193 4117 914 7182 3248 16559 80731 2214 216356 90368 93831 9607 45223 109493 122 21 48 35804 2863 404 180 50 1797 226 35600 103 557 47801 945
internal_value=0 -86.9817 -7528.39 -14246.3 -17183.3 -14475.9 387.199 1543.33 1446.7 2403.08 -319.513 -812.651 341.317 -3743.98 1517.39 4157.28 31257.7 131754 -1850.17 -14777.3 24878.2 68060.8 9755.78 15519.7 122353 1465.39 4549.61 -2893.49 -3059.42 -6799.02
internal_weight=0 3.52606e+06 16866 12749 11344 10430 792105 300503 299301 218570 491602 401234 258100 57693 200407 112341 2848 170 88066 12470 2678 477 230 2201 247 52262 35703 143134 142577 48746
internal_count=4318164 3526059 16866 12749 11344 10430 792105 300503 299301 218570 491602 401234 258100 57693 200407 112341 2848 170 88066 12470 2678 477 230 2201 247 52262 35703 143134 142577 48746
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=5 4 1 1 2 3 0 5 0 0 2 0 5 5 0 5 2 3 3 5 3 3 2 3 0 5 1 0 4 3
split_gain=1.45911e+13 9.57802e+13 1.06356e+14 1.97491e+14 1.20921e+14 9.9056e+13 9.85691e+13 1.13114e+14 1.91656e+14 1.65644e+14 9.43644e+13 9.11467e+13 9.4098e+13 1.66508e+14 8.76488e+13 1.11613e+14 8.50741e+13 7.62274e+13 7.32309e+13 7.28764e+13 6.87698e+13 6.86155e+13 6.83329e+13 2.08589e+14 8.02514e+13 7.64939e+13 6.43553e+13 1.59817e+14 9.60631e+13 9.48878e+13
threshold=112.04500000000002 3.5000000000000004 30.278357500000002 37.889331900000009 17.500000000000004 8.5000000000000018 60.003414000000006 132.05000000000004 54.725565150000001 54.725565150000001 1.5000000000000002 60.017447350000005 137.05000000000004 123.15000000000002 53.973051950000006 225.45000000000002 4.5000000000000009 3.5000000000000004 18.500000000000004 116.06000000000002 8.5000000000000018 4.5000000000000009 6.5000000000000009 12.500000000000002 59.963407450000012 116.06000000000002 37.342273500000012 59.846652800000008 5.5000000000000009 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 10 7 9 21 19 -4 16 13 -13 18 26 -8 -11 -7 20 -3 -9 24 -24 -19 -25 27 -16 -29 -28
right_child=1 2 3 -5 -6 14 11 8 -10 17 -12 12 -14 -15 15 -17 -18 22 -20 -21 -22 -23 23 25 -26 -27 29 28 -30 -31
leaf_value=23.464693467373856 -5001.3540782059918 62721.426494565225 63632.151930338543 -105.01649240643263 -48788.654804211132 7270.4070534185421 213086.64867527175 -19422.869209558823 -41928.916309525586 93635.588192471594 4592.7319307114121 -18651.953922833138 -109429.73027692524 232907.24330357142 -18319.279377159706 -129873.76332465278 -16094.533437500002 -84961.278016493059 -183268.19880952383 -220480.42217733306 -134632.4273386102 85973.951241012182 162922.32939453126 -172553.49517045455 78948.068560606058 -9455.0292886389307 116516.39412339155 65843.086053149003 -106018.47068014706 47923.15366414388
leaf_weight=4248930 36120 23 300 25123 246 511 46 85 524 44 2774 106 56 35 416 36 25 315 21 73 76 226 58 44 33 83 272 749 34 780
leaf_count=4248930 36120 23 300 25123 246 511 46 85 524 44 2774 106 56 35 416 36 25 315 21 73 76 226 58 44 33 83 272 749 34 780
internal_value=0 -1440.04 2444.56 3823.95 19902.7 22770.2 -20839.7 -30329.1 -5019.86 -58544.4 10354.5 35247 236.454 43791.8 36308.8 44813.3 132389 -32868.6 -250.854 -144678 -88782.5 57167.7 -43311.7 5796.62 -69418.2 -65961.6 47607.1 31769 58380.4 65658.3
internal_weight=0 69234 33114 31262 6139 5893 1852 1584 835 749 3074 268 197 141 2819 2287 71 577 532 172 99 311 533 185 348 127 2251 1199 783 1052
internal_count=4318164 69234 33114 31262 6139 5893 1852 1584 835 749 3074 268 197 141 2819 2287 71 577 532 172 99 311 533 185 348 127 2251 1199 783 1052
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=5 4 2 5 5 3 0 5 2 3 2 0 0 5 4 1 1 2 2 3 2 2 0 1 1 1 4 1 5 3
split_gain=1.4125e+13 2.12653e+13 4.67874e+13 5.19731e+13 4.35206e+13 5.94211e+13 8.39735e+13 4.89525e+13 4.67401e+13 1.54776e+14 1.18143e+14 8.34688e+13 1.04868e+14 7.81171e+13 7.65644e+13 5.89079e+13 7.66489e+13 8.53299e+13 6.90769e+13 5.68372e+13 7.86222e+13 5.46412e+13 4.63987e+13 6.0451e+13 5.34549e+13 6.44568e+13 4.52192e+13 5.50162e+13 6.4706e+13 4.29101e+13
threshold=225.45000000000002 4.5000000000000009 1.5000000000000002 28.810000000000006 87.395000000000024 24.500000000000004 55.055104550000003 161.85000000000002 15.500000000000002 16.500000000000004 14.500000000000002 59.950068600000009 59.916647550000008 150.04500000000004 7.5000000000000009 30.370618100000005 30.305955500000003 2.5000000000000004 5.5000000000000009 14.500000000000002 8.5000000000000018 20.500000000000004 59.932719750000011 37.098288800000006 37.457850350000008 37.752451500000006 6.5000000000000009 39.714575750000009 177.02500000000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 8 7 -7 9 11 22 12 26 21 15 16 17 -14 -19 20 -13 -10 23 -11 -25 -26 -6 28 -28 -29
right_child=-2 2 4 -5 5 6 -8 -9 13 10 -12 19 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=6.4342919764316839 5754.0507098380076 -125251.052734375 12238.729050255344 11960.386240197007 -11048.014584143959 36124.413671875001 -10798.500143914474 188760.06396276597 -11371.455371093751 -96596.02826286765 265802.58624999999 -47835.278285945016 83370.988324652775 -75988.078250325518 185021.69547413793 -44352.665317622952 55219.682787214013 -78260.299688846979 111904.15667613636 -157836.45911155525 113662.13618164063 162146.2624902344 163600.22829241073 170742.08171875001 -98413.85303308825 50151.736088348247 -96957.627640086212 -228018.34951171876 118164.69687500001 -71652.763020833343
leaf_weight=4301087 4262 28 1095 1960 7129 38 114 47 196 34 25 520 63 270 29 122 448 145 22 43 32 20 28 30 34 207 29 26 27 54
leaf_count=4301087 4262 28 1095 1960 7129 38 114 47 196 34 25 520 63 270 29 122 448 145 22 43 32 20 28 30 34 207 29 26 27 54
internal_value=0 -5.68482 -4073.21 10027.8 -6662.38 -8789.04 45293.6 120523 -9918.01 -8295.09 56143 -10950 -8292.66 -40128.9 25403.5 19617.4 31128.2 -15797.7 -53208.7 -47099.4 -38473.1 4695 40402.8 29092.9 44862 29192.3 -12137.7 -69257.7 6762.06 -122472
internal_weight=0 4.3139e+06 12815 1988 10827 9732 199 85 9533 9047 358 8689 8094 486 829 800 678 230 167 595 552 216 333 305 271 241 7265 136 56 80
internal_count=4318164 4313902 12815 1988 10827 9732 199 85 9533 9047 358 8689 8094 486 829 800 678 230 167 595 552 216 333 305 271 241 7265 136 56 80
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 1 1 3 5 3 5 1 3 3 5 3 3 3 3 1 1 0 1 5 1 5 1 0 1 1
split_gain=1.38896e+13 6.7497e+13 1.22153e+14 1.00077e+14 1.0184e+14 1.35727e+14 1.60701e+14 1.02519e+14 1.84031e+14 1.48056e+14 1.00005e+14 9.95732e+13 9.94036e+13 1.06391e+14 1.13041e+14 1.29002e+14 1.60509e+14 1.10922e+14 1.24219e+14 1.58375e+14 1.1674e+14 1.19913e+14 1.77534e+14 1.27771e+14 1.23586e+14 1.66712e+14 1.15147e+14 1.91428e+14 1.63937e+14 1.95316e+14
threshold=45.087005000000012 45.013473000000012 38.891822450000006 46.010000000000012 45.03656895000001 38.950530550000003 38.975980350000007 19.500000000000004 103.45000000000002 16.500000000000004 63.455000000000005 38.92948375000001 24.500000000000004 5.5000000000000009 125.85000000000001 4.5000000000000009 2.5000000000000004 16.500000000000004 18.500000000000004 38.911476500000006 39.110397700000007 45.055827000000008 38.975980350000007 142.05000000000004 38.984911950000004 85.91500000000002 38.92948375000001 45.047272400000004 38.969379750000009 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 11 -7 9 -9 -8 -3 -5 13 14 -6 16 -16 26 20 -20 21 22 -19 -23 25 -24 27 -15 -28 -30
right_child=-2 2 3 4 12 6 7 8 -10 -11 -12 -13 -14 17 15 -17 -18 18 19 -21 -22 23 24 -25 -26 -27 28 -29 29 -31
leaf_value=-571.49042119210606 -66.525472629838632 -11988.678903638935 -275.71537976841921 -1467.234921314478 10745.636763812136 26103.326588407104 7048.2849160917804 -818.71471356447023 -80017.624086749813 36639.935269649723 -69328.55112851462 -49569.01242650082 20773.092973497663 14421.811259370203 67228.754557291672 14081.572783009105 -174980.99508592038 -12913.14988306311 49877.36529947917 -2310.1767229091893 -15186.617703008829 8330.3389737477391 68130.504021795859 -110410.83878226903 32240.12949514349 305942.76321262674 10362.569200047879 -36027.608733646142 -29682.15553202646 -2204.2888119035806
leaf_weight=280608 3795889 1463 112043 4578 14552 6087 13493 2855 327 1933 384 475 2818 1099 36 151 114 906 603 16311 1345 6048 145 92 4047 37 9656 2383 2794 34892
leaf_count=280608 3795889 1463 112043 4578 14552 6087 13493 2855 327 1933 384 475 2818 1099 36 151 114 906 603 16311 1345 6048 145 92 4047 37 9656 2383 2794 34892
internal_value=0 483.506 1708.5 1905.8 3818.7 8943.56 11999 7385.23 -8957.63 10756.4 -23909.9 -5988.97 2263.5 1715.66 9490.96 -51167 -116851 278.515 5152.3 -449.642 12660.3 15982.2 27259.1 6551.16 35865.4 116477 -2553.66 -20104.6 -1262.79 -4241.47
internal_weight=0 522275 241667 239820 127777 29748 24695 18608 3182 15426 1847 5053 98029 95211 14853 301 150 80358 29534 16914 12620 11275 5135 6140 4229 182 50824 3482 47342 37686
internal_count=4318164 522275 241667 239820 127777 29748 24695 18608 3182 15426 1847 5053 98029 95211 14853 301 150 80358 29534 16914 12620 11275 5135 6140 4229 182 50824 3482 47342 37686
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=3 0 3 5 0 0 3 5 3 0 5 0 5 0 0 1 0 5 1 3 1 1 1 1 1 3 3 3 0 1
split_gain=1.33063e+13 4.76079e+13 4.16854e+13 5.89525e+13 3.5015e+13 7.20239e+13 6.28323e+13 1.17389e+14 4.53619e+13 4.01637e+13 7.59957e+13 5.50874e+13 3.57478e+13 5.67259e+13 8.10416e+13 1.80926e+14 6.92528e+13 8.7242e+13 9.72375e+13 8.08951e+13 7.65366e+13 5.72077e+13 1.60062e+14 1.05154e+14 9.19274e+13 1.81653e+14 5.21101e+13 4.89276e+13 1.0469e+14 9.12685e+13
threshold=31.500000000000004 56.831297550000009 32.500000000000007 100.05000000000001 47.222459950000008 54.708501450000007 32.500000000000007 62.995000000000012 32.500000000000007 55.535913550000011 44.410000000000004 54.736324100000012 52.020000000000003 55.801980100000009 55.56564190000001 37.542000650000013 55.657530000000008 80.00500000000001 37.855187800000003 33.500000000000007 37.777459000000007 37.475443250000005 37.516458750000005 37.542000650000013 37.620907050000007 32.500000000000007 32.500000000000007 32.500000000000007 56.819808050000006 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 8 6 -6 -8 -2 10 -7 -12 -11 14 15 -14 -16 18 19 21 -19 -18 -23 -24 25 -25 -17 28 29 -15
right_child=1 2 3 -5 5 9 7 -9 -10 12 11 -13 13 27 16 26 17 20 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=13.359389224788373 70095.991799975207 -29325.647081523257 2611.4111558437348 -116860.31116460756 -95277.62088401847 -45350.088016036185 -98372.670350609755 150968.97517857142 -92018.474941406253 3213.2388330949525 14055.477670549666 103087.23469202899 -12434.112105181428 74214.776851889721 -79114.487390350885 -24477.540969178735 -16725.887228727432 35360.572281844135 12782.776316095169 1139.2362679606738 -33930.472379630941 -153124.87923076923 170067.57060546876 45236.84121621622 -34324.216002983827 -231563.52855113638 96985.686411420043 -2241.0301506935657 123323.21229407268 -2497.2906514670631
leaf_weight=4293298 126 1164 1046 43 149 95 41 35 20 9910 140 138 735 191 171 41 1042 572 744 792 221 130 24 37 1434 66 255 4587 92 825
leaf_count=4293298 126 1164 1046 43 149 95 41 35 20 9910 140 138 735 191 171 41 1042 572 744 792 221 130 24 37 1434 66 255 4587 92 825
internal_value=0 -2306.6 -16168.9 -2106.02 -925.455 -1242.67 -57536.6 16455.7 47888.5 -673.2 31864.7 58251.1 -1228.17 -4908.61 -11475.6 14150 -16524.3 -14409.9 -20068.1 -27001.7 16050 -35156.7 -46513.9 -37635.3 -40878.6 -132130 80161.4 2314.47 21173.7 11924
internal_weight=0 24866 2253 1089 22613 22467 225 76 146 22242 373 278 21869 11959 6264 1031 5233 5062 4269 3525 793 2733 1691 1561 1537 103 296 5695 1108 1016
internal_count=4318164 24866 2253 1089 22613 22467 225 76 146 22242 373 278 21869 11959 6264 1031 5233 5062 4269 3525 793 2733 1691 1561 1537 103 296 5695 1108 1016
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=3 5 1 2 5 5 2 5 5 5 5 5 5 5 0 4 5 2 5 1 4 2 3 5 1 0 0 4 3 3
split_gain=1.3779e+13 6.08019e+13 4.50041e+13 9.31722e+13 8.02364e+13 5.9786e+13 3.58434e+13 3.62372e+13 2.51877e+13 5.18896e+13 2.48603e+13 2.70581e+13 2.38799e+13 2.99336e+13 1.93239e+13 4.08942e+13 1.70479e+13 1.48434e+13 1.2862e+13 3.31509e+13 3.12052e+13 2.83433e+13 1.1836e+14 1.09157e+14 6.11483e+13 5.55981e+13 7.1849e+13 7.2621e+13 5.58059e+13 5.47457e+13
threshold=38.500000000000007 79.010000000000005 37.642309100000013 29.500000000000004 63.455000000000005 59.510000000000012 15.500000000000002 63.455000000000005 68.52500000000002 78.710000000000022 37.995000000000012 26.005000000000006 39.025000000000013 57.405000000000008 55.801980100000009 1.5000000000000002 45.005000000000003 10.500000000000002 177.02500000000003 20.507360500000004 4.5000000000000009 1.5000000000000002 8.5000000000000018 225.45000000000002 44.660994650000006 44.226894250000008 55.601678500000013 3.5000000000000004 2.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 6 5 10 7 -2 -6 -10 11 -4 -12 -14 15 -3 -5 -17 -1 20 -20 22 23 -21 -24 -25 27 -27 -29 -23
right_child=1 14 4 16 8 -7 -8 -9 9 -11 12 -13 13 -15 -16 17 -18 -19 19 21 -22 29 24 25 -26 26 -28 28 -30 -31
leaf_value=-4.6506101371185791 -81233.521283232287 125605.51319444446 -19337.993794759117 141362.08671875001 -165804.13362379809 114533.06864919356 5102.7660647701914 -4533.0079045881312 30810.807087053574 -147618.49783653844 -93659.145317708331 119103.95664062501 -3151.1811826091171 -119600.24814814817 95543.086997767852 31183.650579637098 54891.66885450932 -62624.104856418926 123966.63931107955 78691.383082473243 -11077.05658482143 -5913.2991647100398 -123786.41045787184 -69210.490520450374 9497.4661693135258 17579.847033103117 -28813.345630431446 25553.211637931036 201250.86197916669 11469.167482157993
leaf_weight=4308388 134 27 48 38 52 31 308 114 28 39 75 20 121 27 56 31 57 37 44 327 28 4415 79 85 61 166 178 29 48 3073
leaf_count=4308388 134 27 48 38 52 31 308 114 28 39 75 20 121 27 56 31 57 37 44 327 28 4415 79 85 61 166 178 29 48 3073
internal_value=0 -10527.1 -18751.5 -2042.73 -43416.8 -17486.2 -17680.6 -45976 -113582 -73051 -31550.1 21380.2 -47690.3 -24395.3 48949.4 21483.7 89479.8 -19858.8 3.03115 3881.62 71449.6 3306.64 19362.8 33661.2 -65712.7 4560.62 19455 54812.1 135079 1220.29
internal_weight=0 1243 1092 651 441 322 556 248 119 67 291 68 223 148 151 95 95 68 4.31692e+06 8533 72 8461 973 833 140 506 421 243 77 7488
internal_count=4318164 1243 1092 651 441 322 556 248 119 67 291 68 223 148 151 95 95 68 4316921 8533 72 8461 973 833 140 506 421 243 77 7488
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=2 3 5 1 3 3 5 5 0 1 0 5 3 0 0 0 2 5 2 5 0 4 2 5 1 5 1 5 5 5
split_gain=1.33769e+13 2.56512e+13 4.53191e+13 2.3088e+13 2.82472e+13 3.16092e+13 3.01138e+13 3.39319e+13 4.96654e+13 5.36702e+13 3.20614e+13 2.63345e+13 3.00804e+13 2.48451e+13 2.47707e+13 2.79281e+13 2.40577e+13 2.19227e+13 2.13223e+13 2.93646e+13 1.97158e+13 1.89982e+13 1.81225e+13 1.63672e+13 1.62742e+13 3.38127e+13 3.84706e+13 2.54523e+13 4.92289e+13 2.21132e+13
threshold=27.500000000000004 38.500000000000007 79.010000000000005 37.475443250000005 30.500000000000004 32.500000000000007 97.050000000000011 84.030000000000015 55.801980100000009 50.158868250000005 55.806974650000008 40.205000000000005 32.500000000000007 55.842510000000011 56.802385350000009 55.657530000000008 33.500000000000007 35.710000000000008 29.500000000000004 56.005000000000003 55.674875350000008 1.5000000000000002 31.500000000000004 46.810000000000009 37.855187800000003 64.405000000000015 37.642309100000013 125.85000000000001 150.04500000000004 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 14 6 7 8 9 18 -10 20 -13 16 15 -5 -14 -17 19 -6 -2 -19 -15 -16 25 -7 -27 29 -29 -26
right_child=3 2 -4 4 5 24 -8 -9 10 -11 -12 12 13 22 23 17 -18 21 -20 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-2.919052698948855 -103472.61158203126 -25563.405127507292 38998.512158978177 60833.139503906248 -59011.30453767124 7302.661676697423 -127332.23295084637 35529.002519692665 90556.76300939612 87757.973560474536 -6679.6718215416222 6133.6169491901082 50102.136336304975 35093.157828776042 27163.776711856623 79276.591377898192 141451.79501953124 -50684.700336234178 -75501.156548325424 50345.563374947218 -600.04832377714263 7849.4077242943549 -50887.197831530451 121533.56884765625 14509.741973419686 489.37071541507231 -46258.240079724834 -95528.810658892471 73547.909555288468 62467.066349712171
leaf_weight=4311400 20 793 126 100 73 1796 24 121 37 27 406 358 291 66 34 31 32 79 237 37 272 186 39 40 614 441 293 51 26 114
leaf_count=4311400 20 793 126 100 73 1796 24 121 37 27 406 358 291 66 34 31 32 79 237 37 272 186 39 40 614 441 293 51 26 114
internal_value=0 -6.47985 -16711.6 4780.7 1791.96 -753.881 -16723.1 -13893.1 -21212.6 -48046.4 1441.66 17997.1 27523.6 45415.2 25067.4 15143.4 59152.3 -292.321 -58613.3 -22227.6 -7646.11 -9600.38 3157.6 78174.5 3852.54 -87.8543 -18171.5 16236.7 -38438 22019.5
internal_weight=0 4.31232e+06 919 5845 4767 4297 962 938 817 374 443 1078 786 428 470 396 323 296 347 110 292 265 105 74 3335 2530 734 805 77 728
internal_count=4318164 4312319 919 5845 4767 4297 962 938 817 374 443 1078 786 428 470 396 323 296 347 110 292 265 105 74 3335 2530 734 805 77 728
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=3 3 2 5 4 5 0 5 1 0 3 1 0 0 1 0 0 1 0 1 0 0 6 1 1 0 0 0 0 6
split_gain=1.28397e+13 7.86469e+13 1.00909e+14 9.24723e+13 1.59877e+14 3.0502e+14 2.81977e+14 1.72703e+14 1.95171e+14 1.37387e+14 1.85696e+14 1.95973e+14 6.75595e+14 6.60911e+14 4.83457e+14 4.84689e+14 2.41971e+14 4.45922e+14 2.30638e+14 2.28091e+14 2.06541e+14 2.86957e+14 2.18305e+14 2.05886e+14 1.74954e+14 2.69784e+14 3.21635e+14 1.95481e+14 3.31237e+14 7.46967e+14
threshold=10.500000000000002 12.500000000000002 13.500000000000002 74.610000000000014 1.5000000000000002 49.010000000000012 55.784980300000008 39.355000000000011 65.610478850000007 55.708120100000009 15.500000000000002 37.39371280000001 55.141517900000004 55.645049100000001 37.436176200000013 55.68356880000001 55.695992150000002 37.889331900000009 55.619594000000006 36.761894450000007 55.576287050000012 55.628356700000005 1.5000000000000002 37.328003200000005 37.615058950000012 55.68356880000001 55.518428350000008 55.645049100000001 55.591389050000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -3 -9 10 -7 12 -12 20 15 18 24 -18 -13 -15 22 -22 -14 -23 25 26 -16 28 -26 -30
right_child=1 3 -4 -5 5 9 -8 8 -10 -11 11 14 13 19 16 -17 17 -19 -20 -21 21 23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=134.2513110432711 -2212.3769798561784 813.92896953202853 -115257.87339794304 -1820.0327198874538 15012.586992690856 9416.1587691735567 405.96813490856619 -1204.8858782307029 -7746.9244846828606 -972.20035397556626 -14915.434837671384 29795.442292903022 188744.76122302038 104892.53405773987 -20005.936939644151 -280385.17180908204 -9873.0049608300324 42826.013299823717 -42897.234520141021 -5311.6431833226661 32631.545034017519 163834.28867094198 67355.874241630518 63864.114667349233 -262.45591005949518 -47542.522859637684 18522.101089765478 -13194.066967144732 71712.361109544145 -8919.4110616881844
leaf_weight=2688514 168700 389777 79 231236 31116 33434 22975 271116 54824 215323 5025 520 236 199 2551 80 2817 3734 2717 3339 2469 314 398 599 155148 777 14385 11106 2063 2593
leaf_count=2688514 168700 389777 79 231236 31116 33434 22975 271116 54824 215323 5025 520 236 199 2551 80 2817 3734 2717 3339 2469 314 398 599 155148 777 14385 11106 2063 2593
internal_value=0 -221.481 -2265.29 14.6466 359.663 1705.3 8808.47 -606.567 -2305.27 869.731 2491.83 1395 13499.1 32400.8 627.926 -37229.1 1271.31 20164.9 -31219.7 886.952 60163.7 50344.7 112542 98246 615.124 10075.4 12718.8 -365.328 526.239 26807.3
internal_weight=0 1.62965e+06 168779 1.46087e+06 1.22964e+06 513918 54091 715717 325940 459827 244504 211070 12579 7554 198491 3317 195174 6551 3237 3538 4016 3382 634 913 188623 17713 16936 170910 159804 4656
internal_count=4318164 1629650 168779 1460871 1229635 513918 54091 715717 325940 459827 244504 211070 12579 7554 198491 3317 195174 6551 3237 3538 4016 3382 634 913 188623 17713 16936 170910 159804 4656
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 3 2 5 5 3 3 0 3 0 2 1 1 5 1 0 0 1 0 0 5 1 5 1 1 5
split_gain=1.40265e+13 7.83472e+13 8.81946e+13 1.61848e+14 2.0038e+14 1.20314e+14 7.22688e+13 6.89328e+13 6.67912e+13 6.68823e+13 1.18287e+14 1.89472e+14 2.51172e+14 2.53322e+14 1.67384e+14 1.52214e+14 1.85433e+14 1.41294e+14 1.9533e+14 2.77712e+14 1.88704e+14 1.28657e+14 1.04965e+14 9.7483e+13 9.11792e+13 8.75987e+13 8.75275e+13 9.65788e+13 1.41384e+14 8.48179e+13
threshold=79.010000000000005 74.610000000000014 20.507360500000004 76.00500000000001 6.5000000000000009 4.5000000000000009 6.5000000000000009 77.00500000000001 87.395000000000024 10.500000000000002 22.500000000000004 55.734663800000007 24.500000000000004 55.784980300000008 18.500000000000004 30.346469350000003 65.520339550000017 80.00500000000001 37.712318250000003 55.050600750000008 55.055104550000003 37.737121850000008 55.701368300000006 55.628356700000005 80.815000000000012 37.832345550000007 84.030000000000015 38.233559750000005 44.005491150000005 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8 9 -2 29 17 13 25 -15 -16 -17 18 22 -20 -21 -22 23 -12 -19 -13 -14 -28 -29 -11
right_child=8 2 -4 6 -6 -7 7 -9 -10 10 11 12 26 14 15 16 -18 24 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=18.103636820435153 3450.5464137990548 88274.407547433046 -2864.2847258572169 -26465.319203274845 25200.546116693338 303748.40718749998 -9276.4132589775236 101689.18325284091 -575.09417811308083 -3503.904189794609 -74103.13298515194 206105.61504398636 14279.808730548822 21080.499095907384 167445.64661373783 27043.033109676875 256890.83970352565 -49614.129585923249 11536.189070883302 228983.69615384616 278676.9295673077 43450.225096546521 -224968.31375000003 44271.75678365252 -6985.8164238137724 61752.045199819717 -25196.645824556377 270183.8900568182 12343.916681616136 8205.1705533092882
leaf_weight=3762241 115537 49 114839 378 166 55 114 110 242930 57660 181 119 4099 2118 154 351 39 548 929 104 26 220 30 113 5947 65 1452 22 638 6930
leaf_count=3762241 115537 49 114839 378 166 55 114 110 242930 57660 181 119 4099 2118 154 351 39 548 929 104 26 220 30 113 5947 65 1452 22 638 6930
internal_value=0 -60.7233 -2623.71 29058.8 93388.5 202227 206.658 45215.6 534.929 1901.79 -287.187 7093.98 17031.4 41632.6 33788.9 83267.4 50027.8 -4020.27 22568.4 40137.7 116054 68311.6 -46787.1 -28605.3 -10582.5 155111 5758.63 -10779.4 20938.6 -2247.61
internal_weight=0 3.87795e+06 115711 872 270 104 602 224 440212 197282 81745 17155 9057 2846 2662 544 390 8098 1603 1279 350 246 324 294 6495 184 6211 2112 660 64590
internal_count=4318164 3877952 115711 872 270 104 602 224 440212 197282 81745 17155 9057 2846 2662 544 390 8098 1603 1279 350 246 324 294 6495 184 6211 2112 660 64590
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 3 1 1 1 6 1 0 1 1 1 0 1 1 1 1 1 5 1 3 3 1 5 5 3 1
split_gain=1.42811e+13 7.81638e+13 3.66266e+14 1.22501e+14 1.67531e+14 1.45381e+14 2.51571e+14 3.53624e+14 3.17142e+14 2.84662e+14 2.52802e+14 1.95559e+14 1.91506e+14 5.55395e+14 2.84123e+14 3.78128e+14 2.81439e+14 2.40966e+14 2.05741e+14 1.97256e+14 1.89985e+14 1.82934e+14 1.76793e+14 1.76526e+14 1.60105e+14 1.55378e+14 1.5098e+14 1.43972e+14 1.53374e+14 1.39183e+14
threshold=56.835000000000008 59.245000000000012 37.914142000000005 55.674875350000008 55.701368300000006 4.5000000000000009 37.314272700000011 37.475443250000005 37.66934650000001 1.5000000000000002 37.559851850000008 55.68356880000001 37.832345550000007 37.869926150000005 37.914142000000005 55.695992150000002 37.726745000000001 37.692869000000009 37.855187800000003 38.233559750000005 37.559851850000008 66.50500000000001 37.214886200000009 6.5000000000000009 14.500000000000002 37.642309100000013 75.750000000000014 95.020000000000024 30.500000000000004 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 20 11 23 9 10 -9 -7 16 18 21 -16 17 -10 -14 -17 -5 -15 -13 -8 25 -12 -19 28 -25 -11
right_child=1 3 -4 4 -6 6 7 8 12 29 24 22 13 14 15 19 -18 26 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-136.03254151429962 -5703.9699593436198 -872.38382749708387 3974.3469137091597 -160769.37883522728 789.7389542314761 14486.318434000857 -216191.307 205273.36861728766 -85966.527489608387 41077.427402996582 67213.152484175414 -11477.038735536986 182600.25987982412 13462.49458838825 -10657.176075766054 69793.154278160524 -79225.959975846519 26984.778109146715 62506.146616869402 -10171.281888782736 -3537.7197173713234 -39495.481064550731 105983.6167703364 -51982.865114676621 38165.941430664061 232126.34896364796 172973.68305027173 102962.18095585467 9447.577418158593 -20497.228328435805
leaf_weight=2768887 49601 767117 184728 110 532604 794 50 156 156 1092 137 158 183 993 1923 1448 602 308 647 392 255 1901 678 1230 581 98 92 83 607 553
leaf_count=2768887 49601 767117 184728 110 532604 794 50 156 156 1092 137 158 183 993 1923 1448 602 308 647 392 255 1901 678 1230 581 98 92 83 607 553
internal_value=0 243.119 1925.71 -56.726 1085.42 11427.8 12959 8392.66 15229.9 45729.9 88635.4 50028 5997.03 11850.4 2233.28 20350.7 -31847.9 19449.8 88984.7 52757.3 -50922.6 -21324.3 83784.1 -30694.4 66337 135985 60562.2 -25863.7 -31684.4 20377.9
internal_weight=0 1.54928e+06 234329 1.31495e+06 547831 15227 14862 13232 11262 2617 972 1630 8645 7487 6657 3763 1158 556 830 1840 365 2894 836 1970 816 235 400 1920 1837 1645
internal_count=4318164 1549277 234329 1314948 547831 15227 14862 13232 11262 2617 972 1630 8645 7487 6657 3763 1158 556 830 1840 365 2894 836 1970 816 235 400 1920 1837 1645
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 3 3 0 1 0 0 0 1 3 5 5 3 3 1 1 1 1 3 5 1 0 3 5 3 3
split_gain=1.38741e+13 6.13933e+13 2.06703e+14 1.11034e+14 6.0026e+13 5.44511e+13 9.91936e+13 4.82682e+13 1.99531e+14 2.23185e+14 4.50081e+14 3.48089e+14 2.14893e+14 1.97514e+14 1.94326e+14 1.74348e+14 1.6633e+14 2.96683e+14 2.25107e+14 1.59596e+14 2.20028e+14 2.94269e+14 3.65391e+14 2.10662e+14 1.59085e+14 1.55449e+14 1.38698e+14 1.31164e+14 1.31059e+14 2.58337e+14
threshold=45.087005000000012 45.084117700000007 39.041623000000008 69.610000000000014 6.5000000000000009 22.500000000000004 19.500000000000004 46.672631750000008 38.984911950000004 45.254062050000009 45.112033650000008 45.133160800000006 38.969379750000009 12.500000000000002 81.00500000000001 55.005000000000003 20.500000000000004 10.500000000000002 38.950530550000003 47.981192400000005 40.247294600000011 39.110397700000007 7.5000000000000009 92.035000000000011 34.359746700000009 45.112033650000008 12.500000000000002 89.00500000000001 6.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 9 10 12 15 14 -14 -2 -12 17 18 28 20 21 23 -23 25 -13 -10 -21 -24 29 -17
right_child=7 2 3 5 -6 -7 -8 -9 19 -11 11 24 13 -15 -16 16 -18 -19 -20 26 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=284.84335427664854 -6392.8874455758869 -8414.8365862857427 -7338.5874786842724 49456.51142290901 14395.392507021887 74483.317948795579 -25719.411905553035 -7.7862457360588753 -1004.3057271734338 -13669.388931235559 28090.49165830962 81864.89233931854 40109.736932390369 2070.8264510792778 -63591.616173009708 62123.573841290701 269507.86628906254 -60985.046997767866 -28869.828171230882 11716.728727237063 -21181.179095186661 2362.6848709197711 46930.452083384051 -54492.932483243087 -3199.007646531305 -11967.887116748039 88617.249015057751 130844.46848655523 51124.266690496785 160591.8495935892
leaf_weight=505354 8791 6046 1507 646 8106 375 241 3695737 33998 5353 2371 238 1938 4617 637 573 40 175 188 1038 8147 4347 1394 880 2884 20872 303 215 655 498
leaf_count=505354 8791 6046 1507 646 8106 375 241 3695737 33998 5353 2371 238 1938 4617 637 573 40 175 188 1038 8147 4347 1394 880 2884 20872 303 215 655 498
internal_value=0 483.236 6408.34 14649.3 10988.2 42537.1 29031 -66.4883 -2232.67 4765.95 8946.61 28942.4 -589.004 13317.1 -10257.5 46742.4 67514.5 63646.7 75042 -5079.34 -5735.36 -3696.05 17431.7 -5953.22 3285.68 -5174.74 29092.5 58143.3 86360.3 107910
internal_weight=0 522275 16921 10875 9613 1262 887 3.79589e+06 100152 28958 23605 7622 15983 6555 9428 4500 2129 2089 1914 71194 69853 61706 5956 55750 3122 54870 1341 1609 1726 1071
internal_count=4318164 522275 16921 10875 9613 1262 887 3795889 100152 28958 23605 7622 15983 6555 9428 4500 2129 2089 1914 71194 69853 61706 5956 55750 3122 54870 1341 1609 1726 1071
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=0 0 3 0 1 1 1 5 5 3 6 1 1 5 0 1 1 5 5 1 1 3 3 5 6 3 5 5 3 3
split_gain=1.35383e+13 3.56033e+14 1.31818e+14 1.14744e+14 2.87978e+14 3.38807e+14 3.63233e+14 2.0981e+14 1.97507e+14 3.23242e+14 2.13258e+14 1.65827e+14 1.77856e+14 1.4079e+14 1.31293e+14 1.35919e+14 1.27119e+14 1.13677e+14 1.11784e+14 1.05885e+14 1.34995e+14 1.70848e+14 1.62558e+14 1.47777e+14 1.30143e+14 1.16418e+14 1.02828e+14 9.96051e+13 2.09649e+14 9.83113e+13
threshold=53.37994195000001 53.516665650000007 5.5000000000000009 53.145783300000012 83.761389800000003 50.227799100000006 44.660994650000006 88.015000000000015 45.985000000000007 19.500000000000004 1.5000000000000002 83.663637000000008 50.388877400000005 116.06000000000002 52.719210700000012 52.395917250000004 114.17164950000002 59.245000000000012 60.905000000000008 50.158868250000005 49.964253350000007 9.5000000000000018 4.5000000000000009 125.85000000000001 1.5000000000000002 17.500000000000004 67.00500000000001 109.05000000000001 3.5000000000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 5 6 13 11 -8 18 -11 12 29 -5 -1 -16 26 -4 -10 20 24 22 -22 -24 -20 -26 -17 -21 -29 -7
right_child=1 -3 17 4 -6 7 8 -9 9 10 -12 -13 -14 -15 15 16 -18 -19 19 27 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=135.96381842721937 -7344.2122922712406 -26.774750015365392 -16159.703101861896 -27490.398064073408 20039.660442772158 1393.2278182224973 2917.1111588313906 -33505.093722684818 15643.995327296121 -21537.800133963683 26579.449982114864 4186.3357975486979 -16033.146141230181 -197405.72450000001 -1716.6957773598963 -17068.656726011206 60230.822940616905 -43564.412248710461 52457.579997743553 26233.729863047367 15569.048818674397 34712.106946765452 85500.979131362736 208606.19494538486 -6450.5583878371581 -214756.31674107141 -53321.255589074543 281657.37380952382 -42743.998530940422 -46092.674664972728
leaf_weight=976850 10138 3207695 4515 1974 9569 15044 13981 2188 6530 2841 1363 24087 12454 50 11048 5618 193 2277 495 3296 310 2099 1004 108 642 28 909 21 388 449
leaf_count=976850 10138 3207695 4515 1974 9569 15044 13981 2188 6530 2841 1363 24087 12454 50 11048 5618 193 2277 495 3296 310 2099 1004 108 642 28 909 21 388 449
internal_value=0 -103.112 -14566.6 304.057 3552.17 1786.47 9436.67 -3170.03 11950.9 18554.9 -5937.46 -1894.46 -7135.39 -31687.9 -18.9882 -8537.95 -19752.4 -25347.1 25455.6 33091.2 43079.7 52842.8 79605.4 97457.2 13572.6 -15155.9 -22117.5 20457.9 -26087.7 17.0469
internal_weight=0 3.22462e+06 16930 1.09354e+06 98921 89352 35130 54222 33106 19125 4204 52034 27947 2024 994618 17768 6720 6792 14921 8391 4686 3521 1422 1112 1165 670 6527 3705 409 15493
internal_count=4318164 3224625 16930 1093539 98921 89352 35130 54222 33106 19125 4204 52034 27947 2024 994618 17768 6720 6792 14921 8391 4686 3521 1422 1112 1165 670 6527 3705 409 15493
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 0 4 3 4 2 1 4 5 1 5 0 1 0 0 1 0 5 3 2 0 1 5 1 1 1
split_gain=1.28873e+13 3.12511e+13 3.77918e+13 2.54899e+13 3.32959e+13 3.46664e+13 3.14325e+13 2.89241e+13 2.98884e+13 2.6745e+13 2.63602e+13 2.14321e+13 4.46998e+13 5.91552e+13 5.79241e+13 6.2335e+13 1.4366e+14 7.44851e+13 9.80315e+13 1.03608e+14 1.40849e+14 9.87663e+13 1.18033e+14 7.60225e+13 6.17722e+13 5.89182e+13 8.05473e+13 8.50147e+13 8.44654e+13 7.32485e+13
threshold=22.030000000000005 57.106514900000001 60.052595500000002 30.315880100000005 9.5000000000000018 60.017447350000005 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 10.500000000000002 39.899261850000009 -1.0000000180025095e-35 39.505000000000003 83.140147550000009 71.00500000000001 55.120365700000008 82.933113850000026 60.042666650000008 59.863160500000006 30.315880100000005 59.932719750000011 137.05000000000004 16.500000000000004 3.5000000000000004 55.975961550000008 82.991167100000027 63.005000000000003 82.871296800000025 37.503486000000002 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 -6 -3 8 -5 -8 -10 12 -2 14 25 16 -16 18 21 23 -21 24 -23 -20 -17 26 -14 28 -28 -30
right_child=11 2 -4 4 5 -7 9 -9 10 -11 -12 -13 13 -15 15 17 -18 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-347.68401205877893 232.80730925974814 -24356.307990762511 8322.5967315634098 -5910.0902542431104 4903.1388601809085 -35846.067806172054 5880.1481293468942 -18652.286203118321 158080.0592261905 125740.45195312501 -2333.8522265625002 -26.768932758775179 6028.443005205685 26394.084232602661 24388.330616950541 -38572.153268158967 -9335.3253379331363 128199.09266003023 -120787.59661458334 -344464.69024621212 -50021.633239746094 167644.76066051138 -106420.46683238636 143195.93882812498 27761.036566417944 -343.46417051359407 85685.386436210567 40999.538730749853 -91024.564970012638 1395.9871408114382
leaf_weight=66830 159084 1409 1728 4867 3272 223 164 2367 21 21 20 4032759 20643 1129 1700 881 4916 31 24 33 32 55 22 20 167 13496 103 1407 99 641
leaf_count=66830 159084 1409 1728 4867 3272 223 164 2367 21 21 20 4032759 20643 1129 1700 881 4916 31 24 33 32 55 22 20 167 13496 103 1407 99 641
internal_value=0 -1250.09 -5529.64 -7465.64 -5718.85 2303.12 -19268 -9572.7 -5193.85 19485.9 79829.4 23.8739 1022.64 3790.31 3213.85 -4558.8 -669.936 -24897.7 -28743.7 -119294 -199508 -19970.5 89340.4 -795.081 -28001.9 4897.22 7986.74 25953.5 841.033 -10968.4
internal_weight=0 80922 14092 12364 10770 3495 1594 7275 4908 185 41 4.23724e+06 204483 45399 44270 7881 6616 1265 1234 109 65 1125 77 44 1048 36389 22893 2250 843 740
internal_count=4318164 80922 14092 12364 10770 3495 1594 7275 4908 185 41 4237242 204483 45399 44270 7881 6616 1265 1234 109 65 1125 77 44 1048 36389 22893 2250 843 740
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 5 0 1 3 5 1 0 1 1 0 5 5 0 0 6 3 6 0 4 0 6 5 5 5
split_gain=1.30041e+13 2.13331e+14 2.50472e+14 3.18475e+14 3.09461e+14 2.71234e+14 1.63269e+14 1.49329e+14 6.45532e+14 5.02061e+14 3.22308e+14 2.70088e+14 8.08657e+14 1.2818e+15 7.14577e+14 1.95362e+15 1.07149e+15 9.16916e+14 9.01677e+14 8.47009e+14 6.42565e+14 6.06132e+14 5.8734e+14 5.66219e+14 5.49909e+14 5.13234e+14 8.97151e+14 5.44128e+14 4.79672e+14 6.13722e+14
threshold=55.734663800000007 55.751981950000008 38.422276900000007 49.177301950000007 37.098288800000006 5.5000000000000009 102.01000000000001 55.535913550000011 37.214886200000009 17.500000000000004 32.615000000000009 37.615058950000012 55.591389050000011 37.998366300000008 37.542000650000013 55.708120100000009 80.00500000000001 55.730000000000011 55.695992150000002 55.551692500000009 1.5000000000000002 14.500000000000002 1.5000000000000002 55.56564190000001 1.5000000000000002 55.601678500000013 1.5000000000000002 64.405000000000015 72.705000000000013 96.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 6 -2 -5 -4 -1 9 -9 -10 14 13 28 18 17 21 -16 22 -19 -20 -17 -12 -24 -23 26 27 -14 -13 -30
right_child=1 -3 3 5 -6 -7 -8 8 10 -11 11 12 25 -15 15 16 -18 19 20 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=128.18388239122405 -31729.167733131268 18.135383332630397 -30425.812040166587 24541.599058193326 16112.210461874078 -2118.5859220519919 153357.20896045919 -29347.5357393878 7913.0371717784255 52041.132830093818 -5982.5026956486845 -31998.759011586979 63473.52788759135 4137.1521474215651 -7760.4910518082615 224035.68657963318 -493646.14442934789 -36024.222512922621 7482.5372730861773 55551.210992995562 -43633.998423503755 167630.75649038464 60424.744375195733 8796.8252331101176 -511679.34431818186 -2978.513043700495 2121.0087714811812 211321.39055221845 -103383.819236143 37353.049484120245
leaf_weight=2351499 1431 1620655 3580 4977 24512 16360 49 12006 33716 809 38262 13477 1146 11972 9286 676 23 1218 3534 5915 8086 26 2313 26038 22 120489 3440 318 1961 368
leaf_count=2351499 1431 1620655 3580 4977 24512 16360 49 12006 33716 809 38262 13477 1146 11972 9286 676 23 1218 3534 5915 8086 26 2313 26038 22 120489 3440 318 1961 368
internal_value=0 218.36 6592.38 -557.816 13473.3 4100.08 -27944.3 -137.914 -2258.3 -24209.5 -1261.78 -2506.25 -5107.68 -20545.3 1670.56 20146.8 178308 12951.1 -2383.52 39914.2 -28087.9 199654 2100.37 13008.9 -143720 -1687.82 30023.9 95588 -39240.6 -81146.3
internal_weight=0 1.67156e+06 50909 24966 25943 21337 3629 2.6466e+06 295101 12815 282286 248570 153171 27778 95399 17166 747 16419 78233 7133 11620 724 66613 28351 48 125393 4904 1464 15806 2329
internal_count=4318164 1671564 50909 24966 25943 21337 3629 2646600 295101 12815 282286 248570 153171 27778 95399 17166 747 16419 78233 7133 11620 724 66613 28351 48 125393 4904 1464 15806 2329
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 6 3 0 0 1 0 5 3 3 0 3 5 0 0 0 3 6 0 0 3 3 3 5 0 1
split_gain=1.54546e+13 2.37214e+14 3.00021e+14 7.73051e+14 4.56089e+14 3.23406e+14 2.85908e+14 2.37935e+14 7.51128e+14 4.31318e+14 6.80192e+14 4.01988e+14 2.19392e+14 2.16715e+14 2.00262e+14 1.99873e+14 1.94056e+14 2.07913e+14 4.87686e+14 3.0168e+14 2.49036e+14 2.18502e+14 2.28176e+14 2.12741e+14 2.48756e+14 1.88249e+14 4.0381e+14 1.82231e+14 2.22559e+14 2.25178e+14
threshold=37.39371280000001 37.436176200000013 55.86787755000001 55.734663800000007 69.015000000000015 1.5000000000000002 25.500000000000004 55.619594000000006 55.416472000000006 37.417247200000006 55.645049100000001 69.610000000000014 23.500000000000004 23.500000000000004 55.885524800000006 5.5000000000000009 98.020000000000024 55.727011600000004 55.664473600000008 55.645049100000001 11.500000000000002 1.5000000000000002 55.628356700000005 55.701368300000006 32.500000000000007 21.500000000000004 22.500000000000004 54.410000000000004 55.885524800000006 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 -2 16 25 -12 -7 27 -15 -13 17 18 19 21 -20 22 -9 24 -22 -11 -27 -4 -29 -30
right_child=1 -3 13 4 -6 12 -8 9 -10 10 11 15 -14 14 -16 -17 -18 -19 20 -21 23 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=449.30227467481501 -24730.261690635001 0.061899011235461404 -18613.310660006777 67631.37541291611 75455.321770480878 -10010.587607979809 -17554.24879581494 92298.375238715278 52362.121460881972 -56797.87921103782 9834.7823657757981 -179654.39735576924 111899.07891893265 -29837.621021883257 33396.531413436263 102739.02029432978 114664.3126201923 10632.953203140933 -30851.064275544126 -11418.714578970999 -256034.23958621002 -2395.3604683402536 -121313.82828318579 -95482.41244292818 -70584.423978641062 62596.870701503409 -31783.454805979462 -101875.01032571233 3624.9178377449375 -61835.459985297552
leaf_weight=650275 3293 3632198 3844 1472 1441 3563 538 54 2051 1762 3147 26 154 923 1095 696 78 613 369 2386 215 286 676 693 109 542 2771 680 858 1356
leaf_count=650275 3293 3632198 3844 1472 1441 3563 538 54 2051 1762 3147 26 154 923 1095 696 78 613 369 2386 215 286 676 693 109 542 2771 680 858 1356
internal_value=0 -79.6562 -8192.4 -2964.94 25168.1 12515.1 44830.4 -13166.7 4857.4 -19844.9 -6310.03 25274.1 -4959.72 -24273 4474.27 92569.7 -41939.5 -44201.2 -51221.5 -30850.7 -101223 -76485.3 -105512 -126756 -193645 -30388.6 -16343 -32882.6 -51836.1 -36467.3
internal_weight=0 3.66789e+06 35691 26935 7168 5727 2010 19767 5344 14423 8944 3869 3717 8756 2018 722 5479 5401 4788 3402 1386 1016 730 1017 324 5075 3313 6738 2894 2214
internal_count=4318164 3667889 35691 26935 7168 5727 2010 19767 5344 14423 8944 3869 3717 8756 2018 722 5479 5401 4788 3402 1386 1016 730 1017 324 5075 3313 6738 2894 2214
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=1 1 6 2 5 4 1 0 0 4 5 1 3 1 0 5 5 4 4 1 3 3 0 5 0 0 1 1 1 1
split_gain=1.4324e+13 2.06609e+14 1.29848e+14 1.53209e+14 1.88765e+14 3.60494e+14 2.03189e+14 1.91267e+14 4.07684e+14 2.40576e+14 1.7326e+14 1.67171e+14 1.48435e+14 1.47948e+14 2.02667e+14 1.47882e+14 1.425e+14 1.77845e+14 1.37236e+14 2.40658e+14 1.80892e+14 3.148e+14 2.50718e+14 1.65932e+14 3.41631e+14 1.62479e+14 1.49099e+14 1.52242e+14 1.48563e+14 1.27488e+14
threshold=38.633372000000001 38.096381250000007 1.5000000000000002 8.5000000000000018 72.705000000000013 2.5000000000000004 37.457850350000008 55.518428350000008 55.591389050000011 3.5000000000000004 95.020000000000024 37.615058950000012 3.5000000000000004 37.503486000000002 55.56564190000001 76.00500000000001 48.035000000000004 1.5000000000000002 1.5000000000000002 30.315880100000005 6.5000000000000009 5.5000000000000009 59.932719750000011 58.995000000000012 59.990816400000007 60.003414000000006 30.362552800000003 37.328003200000005 30.388336800000001 20.507360500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 16 -7 29 11 15 -11 13 -12 -9 -15 -10 17 -1 19 20 21 -18 -23 28 -25 -26 -20 -28 -21 -6
right_child=-2 -3 -4 -5 7 6 -8 8 9 10 12 -13 -14 14 -16 -17 18 -19 26 23 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-1575.1315704948804 -118.81833562588584 5712.8961366977564 754.49106961628831 555.59006137522863 -12370.454310559595 32001.586863567205 -652.96403962623879 -49330.152086370508 -27256.831484660503 69476.791490998818 -236553.82365625 -87589.156436543184 9526.9194457230296 -16312.002352022908 142009.66191611844 -7906.5819866183101 28509.424525082242 14373.950571635125 -14039.847662804239 -47998.318315912467 19965.251934645177 116862.62944312688 387118.83786764706 15219.947675921701 340310.53296568629 9811.6953125 4316.9621292058828 -8069.8953147999027 -3053.588600061023 19710.623010936299
leaf_weight=98786 3029015 66374 784477 209932 1958 4768 3174 1674 4777 610 25 767 1256 543 95 22800 285 7524 23036 976 1911 105 51 704 51 21 14451 31662 2984 3372
leaf_count=98786 3029015 66374 784477 209932 1958 4768 3174 1674 4777 610 25 767 1256 543 95 22800 285 7524 23036 976 1911 105 51 704 51 21 14451 31662 2984 3372
internal_value=0 279.178 -15.7717 -1394.41 -3187 -1904.97 18951.3 -9634.51 -12510.2 -8892.46 25612.3 -47134.2 4724.41 -33713.3 7262.54 -11258.5 -2812.36 -446.349 -6111.67 7140.36 33287.6 91017.7 205216 -5844.92 36439.1 243915 -7470.05 -4188.07 -14130.9 7925.49
internal_weight=0 1.28915e+06 1.22278e+06 438298 228366 190489 7942 37877 32547 29468 1891 3079 1281 2312 638 27577 182547 106310 76237 7088 2352 441 156 4736 776 72 69149 46113 3960 5330
internal_count=4318164 1289149 1222775 438298 228366 190489 7942 37877 32547 29468 1891 3079 1281 2312 638 27577 182547 106310 76237 7088 2352 441 156 4736 776 72 69149 46113 3960 5330
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=5 5 6 1 3 5 5 1 3 4 3 1 3 6 1 0 0 0 0 1 0 4 6 3 1 1 0 0 5 1
split_gain=1.45234e+13 6.45694e+13 1.01974e+14 1.10119e+14 1.47723e+14 8.50603e+13 1.05843e+14 9.20536e+13 8.18605e+13 1.19749e+14 7.54612e+13 9.48527e+13 7.46992e+13 7.40326e+13 6.46952e+13 6.10672e+13 8.93269e+13 8.67428e+13 8.01156e+13 6.36554e+13 9.97783e+13 6.09738e+13 6.87777e+13 6.01194e+13 6.68591e+13 6.55999e+13 1.48541e+14 1.80988e+14 2.81662e+14 1.39342e+14
threshold=31.010000000000002 33.57500000000001 1.5000000000000002 37.362912300000012 9.5000000000000018 35.505000000000003 34.010000000000012 30.451272450000005 10.500000000000002 1.5000000000000002 5.5000000000000009 82.959896850000021 10.500000000000002 1.5000000000000002 30.305955500000003 55.07108800000001 55.745923000000012 56.24640500000001 54.920670650000005 82.991167100000027 55.078308950000007 2.5000000000000004 1.5000000000000002 18.500000000000004 82.964402850000013 38.911476500000006 55.518428350000008 55.885524800000006 25.005000000000006 37.342273500000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 8 4 14 6 12 21 -2 -10 -5 -12 13 -3 -4 18 19 -18 -9 -17 -21 22 -8 25 -25 26 -1 28 -28 -30
right_child=1 5 3 10 -6 -7 7 15 9 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-5525.776623632988 -5980.2348407003092 -4749.1225204854263 1730.7011017547827 1632.2135640963711 6689.1657662037505 78.918726759451985 -2531.9486245071457 -4184.8467498931295 1032.452964968998 52915.977588213995 8411.375608260525 249.33900705024377 5746.5952981189439 1374.4823258355368 -14994.975557966362 -11877.237511875024 728.40672601557526 -8869.7127840133599 8092.6384736040536 -71816.835329767971 -9864.6283066003507 -86706.745989583331 11185.719395410497 -2943.3402858802206 -18991.606626842116 -959.38778706971573 1826.3898188672338 -553.50859841908687 -4204.8053370177513 23750.966489014754
leaf_weight=19929 26729 32246 3086 71764 7941 3494072 8061 35111 24721 453 52787 19497 20447 50917 9228 15873 16533 21873 6263 466 588 75 6687 46932 2748 248921 20824 38539 2072 12781
leaf_count=19929 26729 32246 3086 71764 7941 3494072 8061 35111 24721 453 52787 19497 20447 50917 9228 15873 16533 21873 6263 466 588 75 6687 46932 2748 248921 20824 38539 2072 12781
internal_value=0 58.0094 1737.89 2958.51 -3945.4 -39.9088 -1969.78 -4107.62 -2126.11 1966.08 3929.29 6209.85 331.483 -999.912 -10803.4 -5232.39 -7405.33 -4737.92 -2326.34 -13457.5 -37255.3 3230.51 3687.88 -579.792 -3831.03 -108.974 2139.54 4197.88 9330.42 19851.1
internal_weight=0 3.92542e+06 216206 164303 20255 3.70921e+06 215140 111530 51903 25174 144048 72284 103610 83163 12314 96707 55333 38406 41374 16927 1054 14823 14748 392746 49680 343066 94145 74216 35677 14853
internal_count=4318164 3925418 216206 164303 20255 3709212 215140 111530 51903 25174 144048 72284 103610 83163 12314 96707 55333 38406 41374 16927 1054 14823 14748 392746 49680 343066 94145 74216 35677 14853
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 5 6 3 1 1 0 0 3 4 0 3 0 1 0 1 0 1 1 0 0 0 5 1 4 0
split_gain=1.30146e+13 1.59997e+14 1.29717e+14 1.87291e+14 1.59328e+14 1.15131e+14 1.55815e+14 1.00381e+14 1.02816e+14 9.49881e+13 4.62974e+14 2.30864e+14 1.71835e+14 1.45754e+14 1.30873e+14 2.72853e+14 4.48625e+14 2.71133e+14 9.92405e+13 1.71586e+15 4.544e+14 5.74922e+14 7.45683e+14 6.16308e+14 5.37043e+14 4.05583e+14 3.9723e+14 3.39902e+14 2.35295e+14 2.30794e+14
threshold=39.694727950000008 39.739656000000004 44.226894250000008 39.488326500000007 11.500000000000002 42.895000000000003 1.5000000000000002 4.5000000000000009 39.047276750000002 39.488326500000007 47.297889100000013 45.112033650000008 24.500000000000004 1.5000000000000002 46.672631750000008 3.5000000000000004 45.254062050000009 39.630124250000001 55.535913550000011 38.891822450000006 55.07108800000001 37.417247200000006 36.761894450000007 55.416472000000006 55.110554300000004 54.970187400000007 55.005000000000003 37.582182450000005 1.5000000000000002 55.193434200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 -8 18 11 -11 14 -12 15 -13 -17 -18 20 -20 25 22 23 29 -23 -4 -24 -27 -26 -22
right_child=1 -3 9 -5 -6 6 7 -9 -10 10 13 12 -14 -15 -16 16 17 -19 19 -21 21 24 26 -25 28 27 -28 -29 -30 -31
leaf_value=1547.0815629661083 4427.4139301522582 -1.5640636418123322 189.65677881842672 6491.7094765849715 -68398.549646118874 74343.993579819624 119738.95323791505 -46054.172355525014 -14007.099491633424 -96357.732520717371 -9927.3588380197052 -9643.2319266145132 -16369.813392153485 -32688.95888707248 1824.8955164728127 -19496.059302662037 -47817.551378038195 253674.09155974991 -203.96873699794321 -40147.599021348375 -16554.571692209553 38204.850041770631 34581.379086381159 -53254.889710265146 -5270.3788347465124 -109804.60615696653 88915.666322255725 -21163.930517512908 7139.9161277338499 33187.211987179864
leaf_weight=1944 84406 2423382 598200 3292 696 136 64 2057 564 247 5191 460 5363 6142 44459 162 36 174 1047006 10866 1240 4389 3901 1446 25978 507 2054 2948 37089 3765
leaf_count=1944 84406 2423382 598200 3292 696 136 64 2057 564 247 5191 460 5363 6142 44459 162 36 174 1047006 10866 1240 4389 3901 1446 25978 507 2054 2948 37089 3765
internal_value=0 147.504 -204.328 -12348.5 -23705.8 -17177.7 -30081.3 -35370.6 -376.929 -145.326 -3984.05 85.7542 556.034 -22263.2 2560.26 41855.3 105536 201990 -7.97978 -614.252 933.095 8020.46 27805.1 4249.82 4381.81 -7.6614 53322.4 -34171.4 2027.98 20863.6
internal_weight=0 2.50779e+06 1.81038e+06 8753 5461 4765 2821 2685 628 1.80162e+06 62234 50901 50654 11333 45291 832 372 210 1.73939e+06 1.05787e+06 681517 79862 12406 6451 67456 601655 5955 3455 63067 5005
internal_count=4318164 2507788 1810376 8753 5461 4765 2821 2685 628 1801623 62234 50901 50654 11333 45291 832 372 210 1739389 1057872 681517 79862 12406 6451 67456 601655 5955 3455 63067 5005
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 2 6 1 1 1 3 3 4 5 4 5 5 1 0 1 6 3 3 1 1 1 1 0 0 1
split_gain=1.37266e+13 1.20555e+14 4.71897e+14 3.42701e+14 3.41127e+14 3.16369e+14 3.11613e+14 2.7626e+14 2.4397e+14 6.49689e+14 4.63414e+14 4.03807e+14 2.0662e+14 1.88178e+14 1.79365e+14 1.36082e+14 1.2301e+14 1.46425e+14 1.06468e+14 2.39763e+14 2.63412e+14 1.81856e+14 3.49122e+14 2.7328e+14 4.20613e+14 2.54049e+14 3.41064e+14 2.49562e+14 3.83655e+14 4.60727e+14
threshold=55.842510000000011 55.851332700000007 37.39371280000001 15.500000000000002 12.500000000000002 11.500000000000002 1.5000000000000002 37.362912300000012 37.692869000000009 37.944765900000007 22.500000000000004 26.500000000000004 2.5000000000000004 65.50500000000001 1.5000000000000002 69.015000000000015 60.610000000000007 37.620907050000007 55.801980100000009 37.098288800000006 1.5000000000000002 14.500000000000002 13.500000000000002 37.487839250000007 37.559851850000008 37.275078000000001 37.342273500000012 55.806974650000008 55.826364100000013 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 5 4 -4 -2 15 -7 10 -10 12 -12 13 14 -5 -6 -16 -18 -1 20 -20 22 25 27 -25 -21 -27 -23 -29 -30
right_child=1 -3 3 8 6 7 -8 -9 9 -11 11 -13 -14 -15 16 -17 17 -19 19 21 -22 23 -24 24 -26 26 -28 28 29 -31
leaf_value=-9.4574744140480309 34165.587843328016 157.74356012693389 9880.586849474048 1654.8126050681885 85021.955710603914 70259.217351904299 -4030.7940895917341 237900.04880280673 -195112.5190891473 -16149.485851449435 134816.83144831311 13445.977200818184 -65847.500461034157 70836.543671384847 -76735.356422566372 188943.63898558938 -86988.157283266133 51322.2978256836 6902.9347669413619 32187.07580634339 108667.46284216963 39888.110021847933 -33963.463942917595 50067.078208934145 3599.6901287724941 -54336.026265771994 -5064.3136946224995 -35410.258272407969 -12409.988414358109 45245.391218992059
leaf_weight=2828192 1160 1373809 7212 1656 363 250 310 162 258 949 358 1170 879 259 666 193 124 200 721 1761 393 942 4568 2119 24137 1445 50604 4957 6592 1755
leaf_count=2828192 1160 1373809 7212 1656 363 250 310 162 258 949 358 1170 879 259 666 193 124 200 721 1761 393 942 4568 2119 24137 1445 50604 4957 6592 1755
internal_value=0 258.778 8843.2 3236.89 17001.5 60901.2 76304.3 136176 -13819.5 -54403.4 -4597.99 41882.3 -23367 -10513.2 -18476 121095 -52149.3 -1611.33 -122.839 -3329.68 42803.7 -3849.42 -7421.52 1299.26 7349.86 -5168.35 -6432.21 -9852.24 -13374.1 -287.646
internal_weight=0 1.38998e+06 16169 14597 8078 1572 866 412 6519 1207 5312 1528 3784 2905 2646 556 990 324 2.92819e+06 99994 1114 98880 58378 40502 26256 53810 52049 14246 13304 8347
internal_count=4318164 1389978 16169 14597 8078 1572 866 412 6519 1207 5312 1528 3784 2905 2646 556 990 324 2928186 99994 1114 98880 58378 40502 26256 53810 52049 14246 13304 8347
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=3 0 2 3 2 5 0 3 0 2 5 0 5 1 1 4 0 0 1 1 5 0 0 0 1 1 0 0 1 6
split_gain=1.33452e+13 5.17732e+13 5.13118e+13 7.86778e+13 4.51243e+13 3.67634e+13 3.29878e+13 2.89113e+13 2.47987e+14 2.30039e+14 1.52726e+14 1.48175e+14 2.02562e+14 2.31361e+14 1.44091e+14 1.374e+14 1.27478e+14 1.44183e+14 1.55336e+14 1.55037e+14 1.67585e+14 1.16006e+14 1.07512e+14 1.16181e+14 1.63292e+14 1.51117e+14 1.4333e+14 1.58731e+14 1.79277e+14 3.4174e+14
threshold=2.5000000000000004 60.063729500000008 1.5000000000000002 1.5000000000000002 8.5000000000000018 40.405000000000008 59.950068600000009 4.5000000000000009 57.60800230000001 1.5000000000000002 177.02500000000003 57.814144100000007 71.00500000000001 33.101335500000005 39.863684800000009 2.5000000000000004 54.940316550000006 54.986619450000006 36.585378200000001 38.233559750000005 104.75000000000001 56.635684300000008 55.975961550000008 55.91302515000001 37.869926150000005 37.889331900000009 55.820531900000013 55.755036050000008 37.66934650000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -5 -1 8 9 10 -2 14 13 -13 -10 -14 -11 -18 -19 20 22 -21 23 26 -25 -26 27 -20 29 -29
right_child=7 -3 4 5 -6 -7 -8 -9 11 16 -12 12 15 -15 -16 -17 17 18 19 21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-2255.8331017241348 2730.8386025248383 -8772.4866647566287 -1083.8297879353956 1684.6006851891348 139020.229227348 7780.6725619285635 106368.87098214286 38.384922341693645 -1980.8293636159096 -1641.6340956906088 86016.647349914288 17430.831566324716 -42341.046862183139 -2970.6609659606347 29978.97186125645 -4936.5750197702582 -24739.158386251132 -37741.771439842982 3198.3846714671672 -11135.378953050129 -53231.332153038617 -661.12746783356442 -11214.788096857999 -3982.0366500663281 101147.78022945876 26906.453659802864 -19527.779233859063 -1717.3521131775444 -7636.4636847299444 101805.96481833537
leaf_weight=18368 59085 5101 45556 15027 23 28954 28 3945856 2037 88133 221 12331 1181 10121 4588 5830 4431 1523 7537 37553 520 14718 3500 798 438 733 2026 565 650 732
leaf_count=18368 59085 5101 45556 15027 23 28954 28 3945856 2037 88133 221 12331 1181 10121 4588 5830 4431 1523 7537 37553 520 14718 3500 798 438 733 2026 565 650 732
internal_value=0 1072.14 1537.31 3400.92 -1013.13 5697.83 -2090.5 -28.8253 -1051.78 -2295.51 3041.2 6639.25 3600.74 8234.17 20152.2 -11237.3 -4227.06 -7236.16 -6148.31 -5458.66 2688.52 -8186.13 4401.12 8456 30902.7 54675.6 4616.06 9773.74 35227.5 56709.1
internal_weight=0 113057 107956 62377 45579 43981 18396 4.20511e+06 259251 223163 59306 36088 29463 22452 6625 7011 163857 75724 71293 69770 17499 52271 16979 13479 1969 1171 11510 9484 1947 1297
internal_count=4318164 113057 107956 62377 45579 43981 18396 4205107 259251 223163 59306 36088 29463 22452 6625 7011 163857 75724 71293 69770 17499 52271 16979 13479 1969 1171 11510 9484 1947 1297
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=1 1 6 3 5 5 5 3 5 4 5 3 4 0 0 1 5 5 3 1 0 0 1 0 1 5 0 1 0 3
split_gain=1.36724e+13 1.71619e+14 2.68069e+14 2.51708e+14 4.63566e+14 2.24985e+14 1.70395e+14 1.35244e+14 2.04995e+14 1.28762e+14 4.54385e+14 2.00842e+14 1.25637e+14 1.0057e+14 1.89281e+14 1.05394e+14 1.82775e+14 1.3875e+14 1.17772e+14 9.50493e+13 1.84818e+14 2.32563e+14 9.36432e+13 3.9359e+14 2.66604e+14 2.05761e+14 1.827e+14 1.46812e+14 1.55504e+14 1.34064e+14
threshold=43.574807850000006 44.005491150000005 1.5000000000000002 14.500000000000002 80.815000000000012 86.810000000000016 114.05000000000001 24.500000000000004 96.015000000000015 1.5000000000000002 58.755000000000003 9.5000000000000018 1.5000000000000002 56.281985950000006 56.338501050000012 43.94115175000001 64.020000000000024 88.015000000000015 9.5000000000000018 43.94115175000001 56.320495600000008 56.281985950000006 39.925119750000007 44.226894250000008 42.09605220000001 75.750000000000014 44.874285750000006 41.950906500000009 63.563300600000012 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 5 9 -5 19 7 -6 -9 10 -4 -12 -7 -11 15 17 -17 -15 -19 -2 21 -21 -1 -24 25 26 -25 28 29 -27
right_child=1 -3 3 4 6 12 -8 8 -10 13 11 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-9.3546705446292133 -10300.011146845047 19.592226703121739 1291.5839134336341 16624.666322177589 66548.578045777191 144114.28130457262 224023.45207796391 327249.18170440057 -34640.292119565216 13779.114210598427 -142539.40507752032 -4954.8097866396365 -50374.103942158028 -11358.756771290271 21680.035751294407 -9235.4835130036718 32448.543378305745 -164025.16975394276 42945.777813555746 -5049.7783033766191 -16845.940521918405 77158.971154785162 6989.8683162554653 -20687.264640212175 -18570.167803538043 -17803.694582840428 -710.37202718684955 6041.3148554962745 63355.789989991456 -47651.256153999144
leaf_weight=2010362 6173 2109068 16081 5036 596 34 97 49 23 19725 323 158 1438 5294 3770 2741 1707 107 37 666 1152 712 31609 4888 14062 5659 72205 2141 201 2050
leaf_count=2010362 6173 2109068 16081 5036 596 34 97 49 23 19725 323 158 1438 5294 3770 2741 1707 107 37 666 1152 712 31609 4888 14062 5659 72205 2141 201 2050
internal_value=0 176.634 5201.15 7925.65 27642.4 -9725.06 100172 82187.8 211646 5635.5 -1573.07 -97345.3 -45881.8 9212.04 2615.26 -4655.04 6761.51 -13993.2 -110845 -3609.61 12714.4 37426.7 -179.255 -2750.97 -5793.26 -3731.51 -1976.99 -17189.1 -23476.8 -25740.8
internal_weight=0 2.17499e+06 65919 55744 5801 10175 765 668 72 49943 16562 481 1472 33381 13656 9886 4448 5438 144 8703 2530 1378 2.14318e+06 132815 101206 87144 77093 10051 7910 7709
internal_count=4318164 2174987 65919 55744 5801 10175 765 668 72 49943 16562 481 1472 33381 13656 9886 4448 5438 144 8703 2530 1378 2143177 132815 101206 87144 77093 10051 7910 7709
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 0 2 1 6 0 0 0 3 3 5 5 0 3 0 2 5 5 4 1 0 1 0 1
split_gain=1.32927e+13 5.96337e+13 8.01173e+13 7.88227e+13 7.56462e+13 7.30055e+13 6.7654e+13 8.80921e+13 6.63465e+13 6.62625e+13 1.95771e+14 2.98005e+14 2.5102e+14 4.06148e+14 2.16696e+14 2.15204e+14 2.8651e+14 2.09416e+14 2.73336e+14 2.03532e+14 1.80005e+14 1.57107e+14 1.50915e+14 1.50425e+14 1.38041e+14 1.33866e+14 2.51026e+14 1.8268e+14 9.28144e+14 2.9401e+14
threshold=83.015546400000019 83.011163250000024 83.003542850000017 55.020029900000004 83.000022850000008 55.02863030000001 55.055104550000003 55.030402950000003 4.5000000000000009 82.964402850000013 1.5000000000000002 54.986619450000006 54.934662400000008 54.920670650000005 25.500000000000004 4.5000000000000009 63.455000000000005 33.585000000000008 55.002082750000007 23.500000000000004 55.012873400000011 6.5000000000000009 62.995000000000012 137.05000000000004 3.5000000000000004 82.940215400000014 55.110554300000004 82.926290250000008 55.055104550000003 82.91993380000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 -3 7 -6 -5 25 11 21 13 23 17 16 -15 -13 19 24 22 -11 -14 -12 -19 27 -27 29 -29 -1
right_child=-2 5 3 8 6 -7 -8 -9 -10 10 12 14 20 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=56.439163339486733 644.2895227598666 9262.757053579955 2345.2280185154809 3737.6234725541385 -3066.4924406163136 -3252.8731944941137 -76342.196800000005 24392.81364018883 22828.387753485822 6399.1203101556639 -7271.2959774821666 -1635.029092119478 -4503.8351279459266 32559.378909733579 -26185.334836126836 20944.204123456762 128694.68460571539 83796.350187692151 17566.752834605661 8347.9513760997124 1698.3181871095894 -3140.9392564233294 -18732.388841527085 -224938.17929687502 326741.37757161463 -2145.206683747449 -23414.22357156112 23646.478657776883 -10851.269630072053 -13934.345831104642
leaf_weight=3395675 298114 4927 43298 3529 94078 86226 125 1183 3760 34081 4055 5271 32377 841 1274 3597 491 917 18505 452 38268 34979 9684 32 24 150188 5762 16831 14533 15087
leaf_count=3395675 298114 4927 43298 3529 94078 86226 125 1183 3760 34081 4055 5271 32377 841 1274 3597 491 917 18505 452 38268 34979 9684 32 24 150188 5762 16831 14533 15087
internal_value=0 -47.7784 10.8867 3964.82 -40.6867 -2576.38 -2821.96 -2725.49 13585.5 29.4428 1875.94 5023.64 -1488.71 14332.8 14051 33659.5 67996.6 16087.7 20782.4 63500.6 -3264.5 1567.06 -7779.78 -8975.56 89992.6 -65.4192 -2931.05 64.4119 7661.41 -5.447
internal_weight=0 4.02005e+06 3.9289e+06 50587 3.87831e+06 91153 95386 95261 7289 3.78292e+06 184848 95503 89345 9016 26443 4929 1332 25169 19898 1393 80329 69060 42061 4087 941 3.59808e+06 155950 3.44213e+06 31364 3.41076e+06
internal_count=4318164 4020050 3928897 50587 3878310 91153 95386 95261 7289 3782924 184848 95503 89345 9016 26443 4929 1332 25169 19898 1393 80329 69060 42061 4087 941 3598076 155950 3442126 31364 3410762
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 5 1 0 3 6 5 0 0 1 5 0 3 3 1 0 0 0 1 3 5 0 0 3 1
split_gain=1.39524e+13 2.24891e+14 4.38388e+14 1.59756e+14 3.20577e+14 1.70964e+14 2.54039e+14 2.02409e+14 2.58929e+14 2.12752e+14 1.71801e+14 1.70407e+14 1.65588e+14 2.0508e+14 1.94589e+14 1.76652e+14 1.60136e+14 1.5609e+14 1.49026e+14 1.71519e+14 2.0396e+14 1.38968e+14 1.73764e+14 3.09996e+14 1.25267e+14 1.24902e+14 1.21162e+14 1.18812e+14 1.1278e+14 1.04131e+14
threshold=49.073956850000009 49.236330900000006 55.860536450000005 49.964253350000007 50.227799100000006 52.307266200000008 114.05000000000001 50.888703650000004 55.701368300000006 5.5000000000000009 1.5000000000000002 114.05000000000001 53.310923100000004 53.204054050000003 50.158868250000005 104.75000000000001 53.145783300000012 9.5000000000000018 11.500000000000002 49.323301500000007 55.795550600000006 61.785186750000001 60.693675950000006 50.388877400000005 15.500000000000002 72.010000000000005 55.628356700000005 56.121679000000007 23.500000000000004 49.111504200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 11 12 6 7 10 -9 -10 -6 18 13 15 -15 24 -17 27 19 -3 -21 22 23 -12 -5 -20 -2 -4 -18 -28
right_child=1 3 17 4 5 -7 -8 8 9 -11 21 -13 -14 14 -16 16 28 -19 25 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-160.24249833153772 -33018.111921333119 7358.9287356432096 21420.56506365259 8490.5243288616457 -19012.083983741893 62.975225104547555 -78833.531528722917 -5736.0623799256055 -21786.050826080074 -70285.2343489919 2559.2926904082879 -79884.310443921364 -16688.763700776053 49978.313184425904 15896.423984896923 -150800.14321831599 56678.485007145588 52399.281158322003 -12492.489507704147 -20321.750356796165 4329.067616029768 -30216.247809994496 13423.877931137908 -38918.107276321352 -9641.7881057709692 -45794.778526944167 -2250.5701810866162 -95154.036354166674 255241.21359375 5680.1612867617296
leaf_weight=2406059 910 10260 3060 11594 4372 1703034 473 11474 4057 1164 13562 318 2222 1951 11851 36 615 2290 6372 7819 5881 1255 11064 2078 5675 1368 22212 90 30 65018
leaf_count=2406059 910 10260 3060 11594 4372 1703034 473 11474 4057 1164 13562 318 2222 1951 11851 36 615 2290 6372 7819 5881 1255 11064 2078 5675 1368 22212 90 30 65018
internal_value=0 201.638 4982.41 -44.3772 81.0998 -105.411 -5898.81 -5195.14 -14136.8 -32598.7 -577.871 -7045.62 9702.17 11549 20714.1 4501.82 54457.7 32532.6 -6314.93 -2417.94 -9739.89 2304.72 3833.1 -2951.58 2531.82 -18378.5 3282.01 18089.9 65914 3660.7
internal_weight=0 1.9121e+06 93580 1.81852e+06 1.78651e+06 1.75253e+06 49499 49026 16695 5221 32331 32018 33974 31752 13802 17950 681 5440 31700 23960 13700 27959 26704 15640 17269 7740 88140 3150 645 87230
internal_count=4318164 1912105 93580 1818525 1786507 1752533 49499 49026 16695 5221 32331 32018 33974 31752 13802 17950 681 5440 31700 23960 13700 27959 26704 15640 17269 7740 88140 3150 645 87230
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 3 0 3 0 0 5 0 1 2 4 2 6 1 1 1 3 1 0 0 1 1 0 0 0
split_gain=1.38297e+13 9.90973e+13 1.43336e+14 1.04083e+14 1.02477e+14 1.40293e+14 2.30533e+14 8.50065e+13 9.6852e+13 8.65951e+13 1.74725e+14 1.33229e+14 9.77282e+13 9.15028e+13 8.99117e+13 8.62282e+13 8.61245e+13 8.21317e+13 3.49747e+14 2.78681e+14 4.23262e+14 3.0237e+14 2.96871e+14 3.13671e+14 6.33917e+14 4.04607e+14 2.37133e+14 6.83479e+14 6.55056e+14 6.16338e+14
threshold=42.005000000000003 45.005000000000003 37.889331900000009 30.410108300000001 82.957885500000017 82.95335685000002 24.500000000000004 59.609407350000005 10.500000000000002 59.904813200000007 59.963407450000012 44.905000000000008 60.003414000000006 30.362552800000003 7.5000000000000009 1.5000000000000002 7.5000000000000009 1.5000000000000002 37.914142000000005 57.550671000000001 60.479177250000006 9.5000000000000018 55.912026600000011 54.648549400000007 54.762542150000009 56.135466100000009 37.582182450000005 55.993277250000013 56.009576300000013 55.946414150000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -7 -2 9 -9 11 13 14 16 -12 -10 -11 18 26 22 21 -21 -19 -24 25 -25 -3 29 -29 -28
right_child=1 17 4 -5 -6 6 -8 8 15 10 12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=233.15639770326172 10682.086916755115 -184.70711162371424 -3461.9786862443807 3872.2502364254756 1415.5023982163523 -686.35249473068325 -84215.366411398849 -24013.627354823948 -3316.0538643878572 31114.847090876658 -53951.848758600972 -47325.56509832399 -6004.3295192623091 93572.602402611301 55463.349161585364 26230.073044288223 -70336.373060825907 338.76927115354198 2543.409272611279 -11619.173431993089 -1555.085386760989 -51065.067998500701 -13824.947998793716 42080.24588225747 4159.4885098896366 -87680.681934282868 -6694.3598276372477 255919.78087254215 35066.137401283726 -65815.06955843656
leaf_weight=1600872 3212 168518 228761 64957 48275 788 569 4514 7313 1040 893 234 1959 219 82 1142 91 1077300 479303 22060 507804 2131 4561 7735 17886 248 63158 178 547 1814
leaf_count=1600872 3212 168518 228761 64957 48275 788 569 4514 7313 1040 893 234 1959 219 82 1142 91 1077300 479303 22060 507804 2131 4561 7735 17886 248 63158 178 547 1814
internal_value=0 -137.362 -1672.74 1904.49 -2773.39 -3652.15 -35710.7 -4270.67 -7017.18 -14217.7 -4430.38 22334 -18879.9 34408.3 -44749.8 674.683 22952.1 100.163 995.744 -289.545 -2170.73 -15094 613.907 10354.5 14617.6 38049.1 -2171.43 -7267.55 89289.5 -8344.99
internal_weight=0 2.71729e+06 364049 85656 278393 230118 1357 20699 17487 9032 4518 1584 2934 1350 975 8455 1131 2.35324e+06 713518 1.63972e+06 531995 24191 1.10773e+06 30430 25869 7983 234215 65697 725 64972
internal_count=4318164 2717292 364049 85656 278393 230118 1357 20699 17487 9032 4518 1584 2934 1350 975 8455 1131 2353243 713518 1639725 531995 24191 1107730 30430 25869 7983 234215 65697 725 64972
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 0 1 1 1 1 3 2 0 4 5 5 3 3 5 0 3 1 1 3 5 2 5 6 1 3
split_gain=1.39727e+13 7.97705e+13 4.10912e+14 1.27129e+14 1.11535e+14 3.25654e+14 2.64814e+14 2.54698e+14 2.6512e+14 2.33537e+14 1.81192e+14 1.96341e+14 1.43359e+14 2.0566e+14 2.07484e+14 1.68922e+14 1.29086e+14 1.16727e+14 3.12517e+14 1.69559e+14 1.14624e+14 1.12655e+14 1.06714e+14 1.0498e+14 1.41009e+14 1.03425e+14 1.4645e+14 1.03402e+14 9.91952e+13 9.67736e+13
threshold=44.982728700000003 44.732363600000006 37.752451500000006 68.52500000000002 38.422276900000007 44.226894250000008 39.488326500000007 39.188277450000008 39.787929450000007 37.777459000000007 6.5000000000000009 5.5000000000000009 44.678200800000006 2.5000000000000004 74.610000000000014 100.05000000000001 11.500000000000002 11.500000000000002 80.00500000000001 44.580511600000001 10.500000000000002 39.027779200000005 39.080602550000002 4.5000000000000009 74.610000000000014 12.500000000000002 81.910000000000011 1.5000000000000002 39.262370300000008 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 16 21 -9 -1 11 -11 13 14 -12 -14 22 18 -16 25 -20 23 27 24 -7 26 -19 -6 -24 -29
right_child=-2 2 3 -5 5 7 -8 8 -10 10 12 -13 15 -15 17 -17 -18 19 20 -21 -22 -23 28 -25 -26 -27 -28 29 -30 -31
leaf_value=-4689.5652137273019 42.710648489117482 489.78600525598068 -17607.647208741135 -51150.455199939614 87312.581948423045 3900.4058177548368 1155.4010867520894 -90432.720068359384 -23783.040971224793 25760.392000702988 186.56220523724633 -45860.189044874394 15266.206589022519 -33565.361213346783 113013.76766402161 106378.07904634565 -61564.267159508017 95694.698140404944 -19814.668149535126 -37926.627294921876 -198555.85123697919 12041.571027486985 -46246.159487060468 -48074.182672621078 264712.79343792464 15781.914383012823 295436.06535773026 37226.755087461432 -9076.8330046886877 -17018.750952169245
leaf_weight=15343 4087717 38672 9470 1283 135 210 126429 669 5532 8419 8371 401 4142 1710 191 214 696 71 121 56 51 2809 1432 684 23 39 76 438 1440 1320
leaf_count=15343 4087717 38672 9470 1283 135 210 126429 669 5532 8419 8371 401 4142 1710 191 214 696 71 121 56 51 2809 1432 684 23 39 76 438 1440 1320
internal_value=0 -757.61 -4318.25 -21609.8 214.562 -1090.54 224.127 -18557.2 -30973.6 4935.55 11124.4 22504.2 4451.75 -1781.24 4273.9 19742.3 -21336 60827.7 24963.4 114624 -72813.5 2106.69 -15460.1 -28326.3 29645.8 160554 198962 2972.94 -27609.7 -3503.66
internal_weight=0 230447 49425 10753 181022 141817 131890 9927 6201 39205 23862 8820 15042 10686 8976 4356 5461 605 363 242 172 3726 4765 917 233 186 147 1893 2872 1758
internal_count=4318164 230447 49425 10753 181022 141817 131890 9927 6201 39205 23862 8820 15042 10686 8976 4356 5461 605 363 242 172 3726 4765 917 233 186 147 1893 2872 1758
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=3 1 0 1 0 1 0 5 0 0 0 0 5 5 1 0 0 5 1 0 6 5 5 5 1 5 5 0 0 1
split_gain=1.4935e+13 5.10369e+13 6.44564e+13 6.3455e+13 1.0596e+14 1.28269e+14 6.89514e+13 6.29207e+13 5.40059e+13 5.06747e+13 2.20483e+14 1.33247e+14 9.20986e+13 8.29392e+13 4.85054e+13 5.14959e+13 7.15568e+13 6.99203e+13 5.16562e+13 6.31356e+13 4.77603e+13 7.12758e+13 4.65657e+13 4.50366e+13 3.94969e+13 4.21763e+13 4.09458e+13 3.68889e+13 3.55461e+13 3.27735e+13
threshold=2.5000000000000004 38.096381250000007 44.893607100000004 37.559851850000008 50.565831500000009 37.767735350000002 56.281985950000006 125.85000000000001 45.013473000000012 55.91302515000001 55.68356880000001 55.769960200000007 57.995000000000012 41.995000000000012 39.110397700000007 45.047272400000004 45.254062050000009 68.00500000000001 38.633372000000001 45.022371150000005 1.5000000000000002 95.020000000000024 40.905000000000008 102.01000000000001 38.984911950000004 61.405000000000008 83.010000000000005 44.678200800000006 56.143542450000005 60.479177250000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 20 8 9 7 -7 -5 10 -6 22 13 -13 15 18 17 -17 -3 -20 21 -4 -12 -1 25 -21 -26 -25 -11 -16
right_child=-2 14 3 4 5 6 -8 -9 -10 28 11 12 -14 -15 29 16 -18 -19 19 24 -22 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=11530.99784378647 -30.49388618396971 -23157.53477179195 -28738.908099080025 -22054.034125363018 -16371.143489213833 12711.605565318816 -64537.522319252479 183232.44702370383 -73102.544869058707 51010.41670725376 -134554.04089673914 -99157.129739583339 -245657.51000000001 159959.12023809526 -683.27356132513 16861.73408333983 6215.6103420650761 56883.896682924722 15520.741565123044 -4258.1802687019153 -2049.4254113269999 -222776.95889945654 -304463.58682002313 195460.4375 12283.598289056612 -34246.791791802279 140767.25076622594 37887.927123397436 -33918.7124150167 3457.5148451471659
leaf_weight=1436 4205107 866 107 382 340 1319 117 22 453 79 23 30 20 21 49967 2226 8557 543 2369 2135 9652 23 54 24 539 601 26 39 131 30956
leaf_count=1436 4205107 866 107 382 340 1319 117 22 453 79 23 30 20 21 49967 2226 8557 543 2369 2135 9652 23 54 24 539 601 26 39 131 30956
internal_value=0 1134.21 -4455.6 -6757.81 -19504.3 -7790.99 9085.62 15509.1 -49748.6 -43043.3 -60718.6 -162598 -63784.8 7537.8 1941.8 6658.3 10737.2 24710.1 -409.81 3064.53 -2860.35 -63068.7 -253711 15161.6 -5874.8 -10845.6 18196.1 97915.6 -1969.18 900.729
internal_weight=0 113057 14272 12773 2991 2156 1458 1341 835 698 488 148 71 51 98785 17862 11326 2769 6536 5670 9782 130 77 1499 3301 2736 565 63 210 80923
internal_count=4318164 113057 14272 12773 2991 2156 1458 1341 835 698 488 148 71 51 98785 17862 11326 2769 6536 5670 9782 130 77 1499 3301 2736 565 63 210 80923
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=5 1 3 0 2 3 5 1 1 0 0 1 1 0 6 1 3 2 0 6 0 0 1 0 5 3 3 3 5 2
split_gain=1.34206e+13 1.78618e+13 2.69114e+13 1.73455e+13 1.68712e+13 1.69208e+14 1.08936e+14 8.58461e+13 2.02083e+14 1.62895e+14 5.14692e+14 1.10817e+15 4.72986e+14 4.16018e+14 2.72214e+14 2.50164e+14 4.67577e+14 2.47291e+14 2.16421e+14 2.12198e+14 1.66815e+14 1.91216e+14 1.63203e+14 3.50395e+14 2.41153e+14 1.59969e+14 2.91601e+14 7.42613e+14 1.92698e+14 1.78808e+14
threshold=20.010000000000002 103.85249100000001 5.5000000000000009 61.785186750000001 4.5000000000000009 6.5000000000000009 64.020000000000024 30.370618100000005 30.388336800000001 59.950068600000009 59.896318000000008 30.410108300000001 30.451272450000005 59.932719750000011 1.5000000000000002 30.410108300000001 15.500000000000002 13.500000000000002 59.932719750000011 1.5000000000000002 61.785186750000001 60.003414000000006 30.434657650000002 59.916647550000008 40.905000000000008 24.500000000000004 16.500000000000004 17.500000000000004 46.010000000000012 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6 -7 -9 10 15 -12 13 17 20 16 -10 22 -14 -20 21 25 -13 24 -24 26 -11 29 -29 -28
right_child=4 2 3 -5 5 7 -8 8 9 14 11 12 18 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-1723.9322136814617 232.42672559124594 3434.3338908870046 24621.06765829058 100785.38027343751 -1871.6989989100759 2344.7211183067679 -8077.3740400314846 -15172.030970117223 -58904.502366701585 -24981.746270567797 128343.99175196482 20036.598432694485 6661.3215208731235 101630.97743104516 380.72804304455076 3.6446214936607584 31820.064580409969 -6499.9299875517527 -121473.778169307 -16999.082827587768 17804.715059924092 -29573.814160758095 39910.013607518456 -29012.078327116418 133155.48904237596 -35092.612857107852 48250.391563253463 8672.6638211097288 -42215.54066006442 132949.0285129777
leaf_weight=54072 1991349 328 67 54 178903 158775 33600 8826 1829 3215 835 1674 13398 820 28069 1820859 824 1670 216 1945 1414 7748 498 305 626 1813 499 2345 1090 498
leaf_count=54072 1991349 328 67 54 178903 158775 33600 8826 1829 3215 835 1674 13398 820 28069 1820859 824 1670 216 1945 1414 7748 498 305 626 1813 499 2345 1090 498
internal_value=0 -1559 18304 58611.8 19.9355 -166.283 -2852.91 110.889 -75.6835 -5.26753 142.314 15350.9 10890.3 35831.5 -5838.53 -41.0638 -30726.2 24527.2 1924.73 -27441.7 -15212.8 -17925.9 41225.6 66047.5 91842.1 -8385.96 -2054.18 14577.6 -7475.27 90557.2
internal_weight=0 54521 449 121 4.26364e+06 2.27229e+06 212503 2.05979e+06 1.90102e+06 1.89219e+06 1.8455e+06 21987 21152 5593 46691 1.82351e+06 2653 4773 15559 2161 18622 17208 3103 1429 1124 9460 7647 4432 3435 997
internal_count=4318164 54521 449 121 4263643 2272294 212503 2059791 1901016 1892190 1845499 21987 21152 5593 46691 1823512 2653 4773 15559 2161 18622 17208 3103 1429 1124 9460 7647 4432 3435 997
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 0 3 5 0 3 1 0 3 4 3 6 2 3 5 5 6 1 0 0 5 0 5 3 1
split_gain=1.49205e+13 7.74617e+13 3.92089e+14 3.6745e+14 9.66977e+14 7.45523e+14 2.65593e+14 7.0654e+14 5.40928e+14 4.42177e+14 2.93094e+14 2.65204e+14 2.77977e+14 2.67941e+14 2.53226e+14 2.41454e+14 2.88725e+14 2.40274e+14 2.35592e+14 3.15108e+14 1.9641e+14 1.9211e+14 6.88478e+14 6.25662e+14 2.44068e+14 1.85192e+14 1.77451e+14 2.22132e+14 1.63328e+14 1.61092e+14
threshold=10.500000000000002 30.410108300000001 30.370618100000005 59.963407450000012 59.990816400000007 59.939091550000008 59.916647550000008 8.5000000000000018 75.750000000000014 59.755965500000009 7.5000000000000009 30.578016350000002 58.242297500000006 5.5000000000000009 1.5000000000000002 8.5000000000000018 1.5000000000000002 11.500000000000002 6.5000000000000009 35.005000000000003 67.990000000000023 1.5000000000000002 30.502469200000004 59.820733200000006 60.063729500000008 43.810000000000009 59.863160500000006 62.995000000000012 6.5000000000000009 33.101335500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 5 18 6 9 -8 14 10 -4 12 -3 21 25 16 -15 -1 -5 -20 -7 22 24 -24 -14 -9 -11 -28 -22 -13
right_child=-2 11 3 4 -6 20 7 8 -10 26 -12 29 13 15 -16 -17 -18 -19 19 -21 28 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-149.59042104645428 -238.75426321350906 -48165.585001854233 22225.411422245197 -80367.217076699206 -12639.054104359358 32913.946307080936 -24850.457379550866 141500.88369093902 -81382.019746093763 -27075.472052839097 -102426.37334114742 -10725.413912305143 -54298.293811575291 -99148.416290822977 192436.55382982339 8841.3005228775291 -9128.8662701958929 -251643.91578947369 -60222.298177644581 -229795.82925728464 68005.013529180942 21171.963862921668 415019.96932989691 -12239.570887382077 116436.79301610962 11719.403453432282 -53980.331309202447 -170519.66756007983 189054.50235407491 224.83049588084896
leaf_weight=123444 1629650 790 2237 944 3900 397 1646 209 160 3434 206 13507 226 441 299 12597 1855 38 174 296 219 10130 97 53 133 232 1472 184 227 2508967
leaf_count=123444 1629650 790 2237 944 3900 397 1646 209 160 3434 206 13507 226 441 299 12597 1855 38 174 296 219 10130 97 53 133 232 1472 184 227 2508967
internal_value=0 144.722 -2147.88 -16757.2 -38324.7 -6263.69 -13819.6 14103 85344.4 -23256.8 11714.5 270.396 10256 12063.7 121393 3405.32 -26419.2 -226.985 -109169 -167018 84075.1 24184.1 84131.5 264055 8954.54 73225.8 -40041.6 -66929.1 129615 166.196
internal_weight=0 2.68851e+06 139718 16236 5314 10922 10079 2546 900 7533 2443 2.5488e+06 26322 25532 740 14893 2296 123482 1414 470 843 10639 509 150 359 441 5090 1656 446 2.52247e+06
internal_count=4318164 2688514 139718 16236 5314 10922 10079 2546 900 7533 2443 2548796 26322 25532 740 14893 2296 123482 1414 470 843 10639 509 150 359 441 5090 1656 446 2522474
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=5 6 4 3 2 1 1 1 3 0 3 0 0 1 1 3 0 0 4 3 1 2 2 2 1 0 3 4 3 3
split_gain=1.29501e+13 2.05586e+13 3.7573e+13 6.76327e+13 4.34402e+13 3.44478e+13 6.68615e+13 7.18868e+13 8.69439e+13 7.93676e+13 6.58151e+13 7.40468e+13 6.39442e+13 1.00054e+14 6.42747e+13 6.49828e+13 4.56426e+13 4.3723e+13 3.78087e+13 5.80614e+13 6.94527e+13 5.26224e+13 3.78739e+13 3.69907e+13 6.17444e+13 5.76117e+13 6.46257e+13 5.25954e+13 3.6271e+13 3.56034e+13
threshold=225.45000000000002 1.5000000000000002 2.5000000000000004 10.500000000000002 1.5000000000000002 42.09605220000001 38.959914000000005 38.233559750000005 4.5000000000000009 54.708501450000007 5.5000000000000009 45.03656895000001 45.022371150000005 40.247294600000011 39.863684800000009 21.500000000000004 44.226894250000008 50.565831500000009 4.5000000000000009 4.5000000000000009 47.854228500000012 6.5000000000000009 4.5000000000000009 4.5000000000000009 30.323743050000001 55.946414150000003 15.500000000000002 4.5000000000000009 21.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -4 17 -9 28 13 16 15 -14 -8 -10 19 20 -7 22 -21 27 -25 26 -26 -11 -12 -16
right_child=1 2 5 -5 -6 18 12 10 9 23 11 -13 14 -15 29 -17 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-5.4432585175658126 -14805.902818729417 -3778.8836074957326 90365.161756775458 -25441.842642553813 45124.95481469504 -103859.94518229167 100677.52802951389 -160743.00589599612 10062.07763671875 -41855.873828125004 -34263.945182291667 54256.849099576277 22170.394642518939 -201433.83043478263 64678.551785714284 198279.82252604168 -58561.248580729174 190820.12608695653 5155.5489764672257 -54694.591460658485 18476.614188565341 812.57771612149543 -143539.8438088613 140800.150390625 136401.20237771739 -151867.68857142859 -103334.91264204547 -234424.08790760871 -216605.54750000002 207123.96615691492
leaf_weight=4313902 446 238 113 241 767 54 45 48 32 37 24 59 165 23 28 24 30 23 1025 140 330 107 73 20 23 35 22 23 20 47
leaf_count=4313902 446 238 113 241 767 54 45 48 32 37 24 59 165 23 28 24 30 23 1025 140 330 107 73 20 23 35 22 23 20 47
internal_value=0 5509.55 7883.94 22134.8 33543.7 974.761 17575 -6936.89 19348.1 -17977.1 -64032.8 -18964 50009.2 -18972.7 75616.1 44533.5 36982 85651.8 -7099.72 -24943 1273.04 -56402.2 -85143.9 -53599.5 -16355.1 -55643.9 19196.9 -115674 -117146 153944
internal_weight=0 4262 3816 1246 1005 2570 841 479 328 215 151 103 362 98 264 189 75 55 1729 704 384 320 213 160 100 80 45 60 44 75
internal_count=4318164 4262 3816 1246 1005 2570 841 479 328 215 151 103 362 98 264 189 75 55 1729 704 384 320 213 160 100 80 45 60 44 75
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=5 5 3 0 1 1 3 0 3 0 1 1 4 4 3 0 0 1 1 3 1 2 1 0 1 3 1 0 0 1
split_gain=1.2679e+13 5.06158e+13 8.96047e+13 8.92066e+13 5.1529e+13 4.68707e+13 7.81457e+13 5.09584e+13 6.61153e+13 1.29726e+14 6.33233e+13 9.2712e+13 6.8857e+13 6.44537e+13 4.45196e+13 5.55526e+13 5.86733e+13 4.40583e+13 8.59735e+13 1.98562e+14 1.05987e+14 4.89829e+13 4.52301e+13 4.20333e+13 4.0946e+13 1.00052e+14 9.31872e+13 8.29336e+13 8.05567e+13 1.78834e+14
threshold=102.01000000000001 104.75000000000001 23.500000000000004 45.029420750000007 30.323743050000001 30.370618100000005 6.5000000000000009 55.025681450000008 12.500000000000002 54.99493995000001 38.959914000000005 37.792847950000002 3.5000000000000004 2.5000000000000004 16.500000000000004 59.932719750000011 59.904813200000007 82.940215400000014 82.911991800000024 18.500000000000004 82.91993380000001 4.5000000000000009 82.907204800000002 48.713222300000005 37.328003200000005 19.500000000000004 30.451272450000005 59.834458500000004 55.801980100000009 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 8 -7 10 11 -10 13 23 15 16 -8 18 22 20 -20 -22 24 -12 25 26 27 -9 29 -26
right_child=1 -3 3 -5 5 7 14 17 9 -11 12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=27.501412492314291 15974.582875266256 -350.13782716857048 110369.24087271342 -39922.259187468771 -111805.05733642579 -3101.1078820355342 -24736.540909090909 202965.11752232144 -59608.17182904412 -108681.43882728495 -9368.8215494791675 68555.294995407836 50980.133160909019 -43339.326881202491 -117262.19134615385 -39966.756209590523 187407.48798828127 -33764.593706421627 322461.47676630435 -72918.161998046882 31498.119391741075 148974.68281792535 -43693.37971946023 176840.45930397729 87083.448748334791 -164392.99792534724 -41296.746517393447 18362.96464594359 -5107.599819070223 3491.5208950245274
leaf_weight=4209727 1093 97665 41 1075 112 2099 22 28 85 186 27 168 96 962 26 58 32 336 23 75 70 72 220 22 357 45 349 186 2003 904
leaf_count=4209727 1093 97665 41 1075 112 2099 22 28 85 186 27 168 96 962 26 58 32 336 23 75 70 72 220 22 357 45 349 186 2003 904
internal_value=0 -1067.66 -7573.08 -34400.8 -4472.45 -7082.35 -49744.9 -5799.34 -14659.6 -30352.5 -19639.9 25496.4 -29955.6 -37640.9 622.803 27989 100978 1119.16 3824.83 61995 123319 91063.7 413.085 74235.3 2919.13 -20907.4 -9438.77 42516.5 7357.42 27157.1
internal_weight=0 108437 10772 1116 9656 8563 250 8313 3645 1546 1360 253 1107 1011 138 112 54 4668 4332 240 165 142 4092 49 3872 608 563 214 3264 1261
internal_count=4318164 108437 10772 1116 9656 8563 250 8313 3645 1546 1360 253 1107 1011 138 112 54 4668 4332 240 165 142 4092 49 3872 608 563 214 3264 1261
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=1 3 3 6 1 3 1 3 0 0 3 0 5 5 0 1 0 1 0 3 0 0 3 1 6 6 0 1 1 0
split_gain=1.28031e+13 9.50076e+13 2.00551e+14 1.82773e+14 2.43138e+14 3.94586e+14 5.61101e+14 3.07338e+14 2.41273e+14 3.44973e+14 3.95326e+14 2.60633e+14 2.3795e+14 2.3109e+14 1.8413e+14 2.48253e+14 1.81991e+14 1.75875e+14 1.67659e+14 1.67015e+14 1.66156e+14 1.55044e+14 1.38036e+14 4.77933e+14 4.18584e+14 2.58588e+14 2.5046e+14 4.5472e+14 1.94245e+14 1.50732e+14
threshold=30.305955500000003 14.500000000000002 21.500000000000004 1.5000000000000002 30.226173900000003 17.500000000000004 30.278357500000002 19.500000000000004 60.035045000000004 60.003414000000006 18.500000000000004 59.990816400000007 51.405000000000008 69.015000000000015 60.035045000000004 30.102666750000001 59.863160500000006 30.102666750000001 59.846652800000008 20.500000000000004 60.017447350000005 60.063729500000008 13.500000000000002 30.278357500000002 1.5000000000000002 1.5000000000000002 59.932719750000011 30.207352000000004 30.243224600000001 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 7 12 13 17 9 10 11 -8 -6 20 15 16 -9 -3 -4 -16 -7 -19 -1 25 -25 26 -24 -28 -27 -30
right_child=-2 2 18 -5 5 6 8 14 -10 -11 -12 -13 -14 -15 19 -17 -18 21 -20 -21 -22 -23 23 24 -26 28 27 -29 29 -31
leaf_value=235.32693213146041 35.179597835649545 -1948.6006691043676 -36963.085911442904 -2889.1307216100254 -38501.189094190682 -69432.141494306314 -119763.13458533655 -21644.161082409275 -74985.742517929786 212383.43555011752 -15471.053380259902 115883.0253841416 -119634.44990073403 -148301.21250216055 88078.854238933534 -33637.442464041073 296208.2666106468 -36149.853461306782 3662.6514315471754 -37223.437348325235 -10354.394246221877 121052.27025451661 -8456.4975059731496 -269524.2803936298 12854.132613502359 -7430.5854587881158 177780.25087191083 41366.830851781182 161953.16583696706 8482.2222302534446
leaf_weight=107827 4145141 4129 1055 18918 718 1002 52 31 218 105 909 482 728 226 655 483 43 3184 27364 127 907 64 412 104 106 1754 349 815 129 127
leaf_count=107827 4145141 4129 1055 18918 718 1002 52 31 218 105 909 482 728 226 655 483 43 3184 27364 127 907 64 412 104 106 1754 349 815 129 127
internal_value=0 -842.804 -4002.32 -9307.51 -17941.7 -34729.4 -18190.3 -7642.98 23509.7 37380.5 24646.4 92936.2 -79348.4 -52683.1 36432.7 -7506.1 163054 -15643.2 2154.5 67729.2 -41363.2 -33052.3 895.136 19637.3 -126990 28224 58550.3 82267.4 4445.75 85817.2
internal_weight=0 173023 61400 32981 14063 5347 3901 8716 1766 1548 1443 534 1446 2135 1339 557 74 7377 28419 782 1909 3248 111623 3796 210 3586 1576 1164 2010 256
internal_count=4318164 173023 61400 32981 14063 5347 3901 8716 1766 1548 1443 534 1446 2135 1339 557 74 7377 28419 782 1909 3248 111623 3796 210 3586 1576 1164 2010 256
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 3 6 3 5 5 1 0 3 1 1 0 1 0 1 1 1 5 3 3 1 5 6 1 5 5
split_gain=1.30372e+13 6.56118e+13 1.37044e+14 1.14429e+14 1.16171e+14 1.3838e+14 1.70661e+14 1.27707e+14 1.01575e+14 9.69429e+13 7.78938e+13 1.08363e+14 1.01212e+14 7.4656e+13 6.82985e+13 1.04818e+14 9.16071e+13 6.67441e+13 8.90817e+13 8.4794e+13 9.99762e+13 8.84659e+13 7.58126e+13 7.4113e+13 1.14834e+14 8.17352e+13 7.28055e+13 6.57294e+13 6.56748e+13 1.3794e+14
threshold=55.899899800000007 55.924336300000007 37.998366300000008 37.305000000000007 84.030000000000015 16.500000000000004 1.5000000000000002 3.5000000000000004 64.405000000000015 128.92000000000004 37.767735350000002 55.91302515000001 4.5000000000000009 37.737121850000008 37.855187800000003 55.91302515000001 37.832345550000007 55.91302515000001 37.726745000000001 37.615058950000012 37.559851850000008 41.995000000000012 25.500000000000004 10.500000000000002 37.692869000000009 54.710000000000008 1.5000000000000002 37.39371280000001 66.990000000000023 75.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 -6 -8 -4 -9 13 -12 -13 17 16 -16 27 19 23 20 22 -22 -5 -19 25 -25 -20 -7 -15 -30
right_child=1 -3 8 4 5 14 7 9 -10 -11 11 12 -14 28 15 -17 -18 18 26 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-113.63367544811462 -5603.5604791117421 149.97002198568603 -3950.9559952755371 25584.872293965625 -40898.49946356134 36879.883564814816 -151041.15258789062 40674.301884874694 -41616.802903926757 169437.53423677885 -14346.123339687027 52637.16590811174 7734.6980229389737 29826.268299932621 -87759.99245721726 112066.53462611607 -149265.26064828725 38914.981423399659 82115.747151923555 12605.182906132486 -5672.0898961163948 125234.60860613569 127666.15313802085 -3774.9689152744841 9130.2890206894317 -55435.217943352822 3054.3391713797764 -46378.711897409405 149055.1828048079 -6765.9977413054439
leaf_weight=3024581 5349 1260308 4751 2428 364 108 32 582 843 65 2103 561 4772 958 42 70 78 449 260 4401 69 205 75 630 2257 596 211 777 146 93
leaf_count=3024581 5349 1260308 4751 2428 364 108 32 582 843 65 2103 561 4772 958 42 70 78 449 260 4401 69 205 75 630 2257 596 211 777 146 93
internal_value=0 265.692 4648.71 7533.68 10680.3 -11601.4 14348.5 43965.5 -9627.09 53610.3 13015 4877.56 12458.2 17750.5 -36778.8 37131.6 -45374.8 15293.1 5600.01 21238.8 34921.4 92269.1 28643.6 677.077 -4252.24 -28888.8 46697.6 -36218.3 41525.8 88421.8
internal_weight=0 1.29358e+06 33275 27681 22332 2118 1043 679 5594 647 20214 7436 5333 12778 1075 112 963 11581 4403 7178 2777 274 2503 3932 3483 1226 471 885 1197 239
internal_count=4318164 1293583 33275 27681 22332 2118 1043 679 5594 647 20214 7436 5333 12778 1075 112 963 11581 4403 7178 2777 274 2503 3932 3483 1226 471 885 1197 239
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 3 3 3 4 1 1 6 0 0 5 5 3 1 1 0 1 0 2 3 0 3 1 6 3 1
split_gain=1.26235e+13 6.10026e+13 7.29086e+13 1.30727e+14 1.62392e+14 9.74419e+13 6.59351e+13 6.28296e+13 1.37606e+14 8.18919e+13 1.43325e+14 7.70049e+13 1.56403e+14 1.03871e+14 9.38094e+13 1.81087e+14 1.25251e+14 2.08649e+14 1.34678e+14 9.94174e+13 9.63914e+13 9.84789e+13 9.23866e+13 7.58457e+13 1.9007e+14 1.00748e+14 3.16493e+14 1.50475e+14 2.11233e+14 2.66971e+14
threshold=79.010000000000005 74.610000000000014 20.507360500000004 76.00500000000001 6.5000000000000009 4.5000000000000009 8.5000000000000018 24.500000000000004 1.5000000000000002 82.964402850000013 82.966612450000014 1.5000000000000002 56.819808050000006 56.281985950000006 76.00500000000001 75.750000000000014 25.500000000000004 37.869926150000005 37.615058950000012 55.664473600000008 30.502469200000004 60.003414000000006 13.500000000000002 5.5000000000000009 54.990279300000005 10.500000000000002 38.969379750000009 1.5000000000000002 17.500000000000004 82.926290250000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 23 9 -9 -11 14 13 -13 15 -10 17 18 -17 -20 21 22 -16 24 -4 -25 -27 -28 -29 -30
right_child=-2 2 7 -5 6 -7 -8 8 11 10 -12 12 -14 -15 20 16 -18 -19 19 -21 -22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=11.950001315909091 507.47071591749904 79731.565242346944 3841.8662080245508 556.87145148495904 -94761.78723078547 273645.97687499999 56669.864091266965 20708.533059630103 -962.89707423923744 331894.99482758623 38343.34375 -30534.332918584347 17561.970759311047 -99058.262463772684 -30243.607059461807 -13865.334380744485 7357.308294025157 -20214.349143176823 -104807.93275898973 -253041.65357142861 8978.2392457321857 -7850.8829604289949 -226827.89129901963 3479.1847429855939 -15243.903329343635 4201.0383005185568 -1926.548790210878 -25496.241405415069 -8432.7000939056452 69646.485896761747
leaf_weight=3762241 440212 49 9014 602 37 55 129 98 1144 29 39 2048 652 248 45 51 159 199 73 119 3179 169 51 35924 12390 25645 9266 10576 3214 507
leaf_count=3762241 440212 49 9014 602 37 55 129 98 1144 29 39 2048 652 248 45 51 159 199 73 119 3179 169 51 35924 12390 25645 9266 10576 3214 507
internal_value=0 -57.6064 -2319.17 26487.2 84302.2 182282 22917 -2537.9 -10916.4 79215.6 163534 -12755.2 -25661.6 -37935.9 -5422.75 -24312 -68756.9 -96137.4 -158313 -196682 4148.04 -53796.2 -134679 -1884.91 -7206.19 -547.03 -3486.34 -11853 -18286.4 2205.88
internal_weight=0 3.87795e+06 115711 872 270 104 166 114839 8303 166 68 8137 2948 2296 5189 1745 601 442 243 192 3444 265 96 106536 21404 85132 49208 23563 14297 3721
internal_count=4318164 3877952 115711 872 270 104 166 114839 8303 166 68 8137 2948 2296 5189 1745 601 442 243 192 3444 265 96 106536 21404 85132 49208 23563 14297 3721
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=5 4 1 1 2 0 5 0 0 3 0 5 3 5 3 1 0 5 0 2 3 6 1 1 2 0 3 0 5 1
split_gain=1.26541e+13 8.55739e+13 8.8354e+13 1.56486e+14 9.72099e+13 8.00097e+13 8.75298e+13 1.53366e+14 1.33484e+14 7.49556e+13 7.23362e+13 9.00202e+13 7.18839e+13 7.25556e+13 1.20668e+14 1.39812e+14 6.7785e+13 8.45731e+13 6.43844e+13 6.27991e+13 1.06175e+14 8.31775e+13 8.10628e+13 2.94121e+14 1.04763e+14 3.37656e+14 1.26122e+14 1.08742e+14 1.08726e+14 6.87229e+13
threshold=112.04500000000002 3.5000000000000004 30.278357500000002 37.889331900000009 18.500000000000004 60.003414000000006 132.05000000000004 54.725565150000001 54.725565150000001 3.5000000000000004 60.017447350000005 137.05000000000004 8.5000000000000018 142.05000000000004 6.5000000000000009 37.417247200000006 53.973051950000006 225.45000000000002 60.035045000000004 8.5000000000000018 11.500000000000002 1.5000000000000002 39.694727950000008 39.899261850000009 2.5000000000000004 57.60800230000001 6.5000000000000009 47.249522000000006 116.06000000000002 39.863684800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 12 6 8 -8 -3 -7 -11 18 13 -4 -15 -16 -14 -18 -12 22 -21 -22 -5 24 25 -24 28 -28 -26 -27
right_child=1 2 3 19 -6 9 7 -9 -10 10 11 -13 16 14 15 -17 17 -19 -20 20 21 -23 23 -25 26 29 27 -29 -30 -31
leaf_value=21.851716162175311 -4707.27567932695 -129582.28304414971 -2945.0002417574738 -14232.869488459104 -50319.8958580697 196519.61975000001 50452.266286613245 -38194.31995695857 -29212.326078111466 103105.5187266791 -44549.378165211398 -141009.92552083332 -363.79318067132317 40785.072513207459 -12240.57608417484 -268834.98037499998 41417.053798749199 -113056.30039062501 95764.691834077385 -29635.971385145353 20027.968503704673 -9510.4820468462476 45270.724838966838 1852.7974075092829 -202344.32998798077 158733.92516566685 103071.88034206771 -20687.220906929349 9231.4407170985778 354408.39256250003
leaf_weight=4248930 36120 172 1844 2394 202 25 311 524 577 67 68 45 538 1064 141 25 2289 36 63 1734 1371 3129 245 15374 26 28 311 92 369 50
leaf_count=4248930 36120 172 1844 2394 202 25 311 524 577 67 68 45 538 1064 141 25 2289 36 63 1734 1371 3129 245 15374 26 28 311 92 369 50
internal_value=0 -1341.05 2330.75 3587.99 17900.5 -18891.7 -27441.2 -5177.45 -52261.2 31639.7 14676.7 -18986.5 20221.6 9602.45 28413.4 -50884.3 31623.4 39025.2 22929.9 90.6168 -8612.24 -511.101 2962.85 5458.55 54909.8 102961 35460.6 74819.2 -4695.07 284166
internal_weight=0 69234 33114 31262 6139 1852 1584 835 749 268 243 176 5937 3074 1230 166 2863 2325 131 25123 6234 4500 18889 16495 1121 323 798 403 395 78
internal_count=4318164 69234 33114 31262 6139 1852 1584 835 749 268 243 176 5937 3074 1230 166 2863 2325 131 25123 6234 4500 18889 16495 1121 323 798 403 395 78
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 3 1 1 0 0 5 0 1 0 0 0 0 0 1 1 6 6 1 0 1 6 3 3 0 5
split_gain=1.19025e+13 1.52588e+14 1.70577e+14 1.58498e+14 1.45426e+14 1.45139e+14 1.68243e+14 3.00503e+14 2.36968e+14 2.92184e+14 2.23665e+14 2.21023e+14 3.55987e+14 8.21285e+14 8.63436e+14 3.49459e+14 4.22148e+14 4.65411e+14 3.57284e+14 2.9593e+14 3.3193e+14 2.66665e+14 2.63937e+14 2.41662e+14 3.07669e+14 2.44449e+14 2.38072e+14 2.22866e+14 2.10185e+14 2.65398e+14
threshold=56.663136550000011 56.367862600000002 38.096381250000007 7.5000000000000009 56.501468900000013 5.5000000000000009 65.610478850000007 60.58031445000001 57.945214300000011 56.782419000000012 102.01000000000001 56.791364150000007 60.628582700000003 56.831297550000009 56.819808050000006 56.911498950000002 56.838612000000005 56.852744000000008 60.611165000000007 60.601268000000012 1.5000000000000002 1.5000000000000002 60.648383500000008 56.831297550000009 60.648383500000008 1.5000000000000002 16.500000000000004 16.500000000000004 57.157092150000004 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2 7 8 9 -7 -11 22 13 14 -13 16 18 21 19 -15 27 -18 -9 24 25 26 -14 -21 29 -8
right_child=5 2 3 -5 -6 6 28 11 -10 10 -12 12 23 15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.2915213807944292 2307.5531416161916 -15424.778914436291 684.74304366128138 -11384.125216202352 -64801.708841548221 14922.048529757551 -11568.378012610148 -22597.945511088419 -70.11282656839407 -5646.0757310213858 -35343.297694744033 21500.122023863638 93993.573159940963 78785.194060313108 89230.796377487466 -50316.457510987369 177566.39480152028 8104.890703543846 88062.698131788115 19691.65155676852 -82821.909892858865 50410.144091588074 3377.7490837707442 3931.530065847297 -36109.051574234465 -14552.708924829512 11218.108687773036 -34128.527209927495 -983.22279231539983 -52100.352176084816
leaf_weight=3334748 262962 2255 27358 18068 811 6865 8385 6589 376421 113617 2594 8132 436 259 2449 1178 185 11140 296 1132 974 1520 9627 91412 3555 3624 1711 2402 15458 2001
leaf_count=3334748 262962 2255 27358 18068 811 6865 8385 6589 376421 113617 2594 8132 436 259 2449 1178 185 11140 296 1132 974 1520 9627 91412 3555 3624 1711 2402 15458 2001
internal_value=0 -87.2752 -5656.44 -4115.6 -28485.7 315.826 -463.606 -147.146 -1315.57 -5124.73 -6308.96 3833.35 5202.48 14830.3 37176.6 2441.92 5912.4 15551.7 -18542.8 -25162.4 -31134.5 64207.2 -7176.88 2367.11 -12967.1 1288.57 28027.7 -16889 -8375.34 -19377.4
internal_weight=0 3.38324e+06 48492 45426 3066 934924 671962 646118 499497 123076 116211 146621 130405 29667 10581 19086 17908 12845 5063 4767 4508 1705 16216 100738 9326 5771 2147 3534 25844 10386
internal_count=4318164 3383240 48492 45426 3066 934924 671962 646118 499497 123076 116211 146621 130405 29667 10581 19086 17908 12845 5063 4767 4508 1705 16216 100738 9326 5771 2147 3534 25844 10386
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=3 0 0 0 3 6 4 1 5 1 5 1 6 1 5 1 3 3 1 3 5 1 0 0 0 0 5 5 5 5
split_gain=1.20947e+13 1.27524e+14 1.62593e+14 1.22502e+14 9.76094e+13 9.43408e+13 7.70318e+13 7.18807e+13 7.06628e+13 5.99223e+13 5.94173e+13 5.88296e+13 5.76654e+13 7.09335e+13 2.26617e+14 1.90021e+14 2.96135e+14 3.0224e+14 1.95468e+14 1.59534e+14 2.64122e+14 1.78646e+14 1.5705e+14 1.36889e+14 1.26827e+14 1.25822e+14 1.28855e+14 1.08702e+14 9.69764e+13 9.03506e+13
threshold=26.500000000000004 59.863160500000006 60.003414000000006 59.853570100000006 27.500000000000004 1.5000000000000002 1.5000000000000002 82.975438000000011 81.00500000000001 30.425002000000003 88.015000000000015 30.278357500000002 1.5000000000000002 37.597123000000003 58.605000000000011 37.777459000000007 29.500000000000004 27.500000000000004 37.66934650000001 31.500000000000004 57.005000000000003 37.457850350000008 55.762622900000004 55.751981950000008 55.769960200000007 55.645049100000001 61.845000000000006 44.605000000000011 61.020000000000003 63.455000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 7 10 6 -3 12 9 -4 -5 -7 13 14 19 16 17 18 -15 20 21 24 -19 -20 -2 26 -18 -23 -25 -30
right_child=1 2 8 4 -6 11 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 25 22 23 -21 -22 27 -24 28 -26 -27 -28 -29 29 -31
leaf_value=18.129341770948155 42072.584108777548 -8338.4186309630841 8736.2061887311265 94568.670593664152 -98420.864018110791 7353.6713579021516 -54766.370863860648 -26884.833589937632 -44356.672498796019 -30867.222548613496 271448.86173502606 -99297.564926973238 8033.0371005884608 103493.15291262965 9820.5240237772505 -5652.2610423023143 17805.94755569307 72808.905764463183 -44533.849892494902 -7163.1087769560127 -171462.23670734488 -20163.428454861114 182497.9977674119 -104.43514354268059 -39271.428008994328 932.24307979188109 131132.72141145833 -67608.225172327671 262750.81220312504 60942.530571859133
leaf_weight=4268080 492 831 2383 91 22 61 627 983 365 455 24 340 8177 229 5102 12748 303 427 396 5786 137 900 188 366 314 6923 150 1042 25 197
leaf_count=4268080 492 831 2383 91 22 61 627 983 365 455 24 340 8177 229 5102 12748 303 427 396 5786 137 900 188 366 314 6923 150 1042 25 197
internal_value=0 -1544.95 -16593.6 147.023 94564 -40118.5 -28304.3 -141.161 -2939.87 2386.82 131483 -83073.8 457.651 -1276.26 -6901.77 2253.27 13202.8 49234 20280.9 -16741.1 -35950.3 -29194.5 106340 915.469 10382.7 4273.19 55331.4 -45620.4 31524.2 83668.7
internal_weight=0 50084 5062 45022 137 1859 1458 44885 3203 2838 115 401 43902 35725 13773 21952 9204 1828 1213 8671 2885 2748 615 984 806 7376 453 1942 588 222
internal_count=4318164 50084 5062 45022 137 1859 1458 44885 3203 2838 115 401 43902 35725 13773 21952 9204 1828 1213 8671 2885 2748 615 984 806 7376 453 1942 588 222
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=2 5 3 0 3 1 0 0 0 5 6 1 1 1 0 1 1 1 0 0 1 5 0 3 0 3 1 1 0 4
split_gain=1.22308e+13 4.19687e+13 4.55659e+13 6.93618e+13 5.63302e+13 1.06452e+14 8.44169e+13 7.48064e+13 7.32123e+13 1.38667e+14 6.44335e+13 9.13615e+13 4.13264e+14 1.13217e+14 2.00234e+14 1.60277e+14 1.37212e+14 1.32453e+14 2.33545e+14 9.71842e+13 7.67585e+13 6.81775e+13 4.87688e+14 9.41805e+13 7.07814e+13 6.71966e+13 6.27158e+13 1.01558e+14 6.59438e+13 8.56298e+13
threshold=20.500000000000004 38.905000000000008 21.500000000000004 54.762542150000009 24.500000000000004 39.753614400000011 56.838612000000005 57.178027650000011 56.093493200000005 118.33500000000002 1.5000000000000002 37.533784800000006 37.503486000000002 30.346469350000003 55.820531900000013 30.323743050000001 30.315880100000005 37.39371280000001 55.645049100000001 55.695992150000002 30.243224600000001 101.05000000000001 45.013473000000012 22.500000000000004 55.628356700000005 22.500000000000004 82.907204800000002 82.97193200000001 55.674875350000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 8 -8 -7 -10 11 12 13 15 17 16 20 19 -19 -15 -4 -12 -23 24 -24 -16 28 -28 29 -6
right_child=1 2 4 -5 26 6 7 -9 9 -11 21 -13 -14 14 25 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-22.964724571748022 -2707.7904973312066 33625.76363220215 1840.8321830189379 -34110.102825095048 -8065.4353784845343 -4151.6384701081215 73215.147300878511 -1883.5003115068857 -29513.575143821708 -231128.47934027782 907.45537181016209 8256.8944927550128 138056.6309917052 120746.01123504639 -67471.606703884114 111267.13252606588 -124217.20590406515 -84717.505977590467 89453.899565554893 -37125.024915081529 62934.993552325774 379607.27703826124 122032.04602485191 -26541.091791992189 -30641.712325772372 -8589.1927106933599 19042.868021761486 -14353.44437506696 2404.8789926567397 50200.960048941684
leaf_weight=4239232 20129 192 395 711 11269 3253 241 295 651 36 4825 3683 326 256 247 269 59 152 156 46 429 39 98 260 44 900 3932 1185 24596 258
leaf_count=4239232 20129 192 395 711 11269 3253 241 295 651 36 4825 3683 326 256 247 269 59 152 156 46 429 39 98 260 44 900 3932 1185 24596 258
internal_value=0 1233.38 2582.49 -19707.8 2930.12 7837.54 -5350.77 31882.9 -10416.1 -40078.5 12682.5 19027.2 31289 19324 3349.58 43687.7 23100.1 49640.9 3499.18 96699.4 33648.4 4347.39 41983.9 9229.41 74724.7 -21269.2 947.638 11308.9 -520.088 -6761.3
internal_weight=0 78932 58803 903 57900 16660 4476 536 3940 687 12184 6918 3235 2909 1757 1152 883 610 308 302 824 5266 441 402 142 1147 41240 5117 36123 11527
internal_count=4318164 78932 58803 903 57900 16660 4476 536 3940 687 12184 6918 3235 2909 1757 1152 883 610 308 302 824 5266 441 402 142 1147 41240 5117 36123 11527
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 0 0 1 0 0 0 1 5 5 1 1 3 3 1 0 1 1 5 3 2 1 0 5 0 1
split_gain=1.22116e+13 8.51594e+13 1.19226e+14 1.04567e+14 1.01553e+14 1.05913e+14 1.15222e+14 9.1562e+13 1.07786e+14 9.73052e+13 1.07544e+14 1.19651e+14 8.67568e+13 1.12735e+14 1.13828e+14 1.70244e+14 2.0626e+14 1.55955e+14 1.23937e+14 9.02427e+13 8.89109e+13 8.39955e+13 9.32109e+13 8.23282e+13 1.12941e+14 8.22402e+13 8.60013e+13 1.5812e+14 1.45647e+14 1.49259e+14
threshold=42.005000000000003 45.610000000000007 37.889331900000009 55.030402950000003 55.576287050000012 55.708120100000009 55.695992150000002 39.826386800000009 57.60800230000001 55.708120100000009 55.842510000000011 38.633372000000001 49.010000000000012 53.005000000000003 37.362912300000012 30.578016350000002 6.5000000000000009 13.500000000000002 30.102666750000001 60.003414000000006 30.388336800000001 37.752451500000006 44.205000000000005 4.5000000000000009 1.5000000000000002 30.425002000000003 55.899899800000007 43.005000000000003 55.784980300000008 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 4 -4 -2 6 -6 9 -9 -5 11 -11 -3 14 15 16 18 -18 -14 -19 -21 22 -8 24 -1 -7 27 -27 29 -29
right_child=1 12 3 7 5 25 21 8 -10 10 -12 -13 13 -15 -16 -17 17 19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1561.9152502182078 7390.09312845978 1719.5215282506099 -475.99477450591604 -665.29303558688741 -4820.2955207430296 -3428.2928025355268 -21557.367736769185 -4208.8069309052344 4961.8976881653543 -16330.7380860999 -8037.8255402658124 -47950.507679335453 -8309.7992117599988 154.26183392501494 -2951.1678728290485 11567.184517568108 -16071.919470488057 -4923.3828060456972 28408.536265843682 21193.213670914916 -18661.214340782724 -6582.74566678868 -82207.082590955892 454.83589087983768 -4014.9588250560937 14475.828074168494 8930.319271173119 -24561.627000446337 -15045.772824223692 15585.305775640707
leaf_weight=57463 22926 289540 137770 7784 10020 21806 517 118454 14371 4510 10426 1629 1308 1778381 221419 14350 9137 7348 3093 3123 682 718 497 1444744 98665 5001 19358 1199 7857 4068
leaf_count=57463 22926 289540 137770 7784 10020 21806 517 118454 14371 4510 10426 1629 1308 1778381 221419 14350 9137 7348 3093 3123 682 718 497 1444744 98665 5001 19358 1199 7857 4068
internal_value=0 -129.076 -1498.85 -2487.13 1603.16 -264.375 -8937.02 -4249.98 -3216.58 -9887.22 -14220.7 -24721.1 99.7185 -130.313 -2073.35 2905.17 -2129.05 -6385.74 17495.7 1549.58 14049.8 -32753.2 -51284.1 219.092 -1962.39 1454.68 4295.38 -654.863 -6420.53 6446.1
internal_weight=0 2.71729e+06 388911 294944 93967 71041 11752 157174 132825 24349 16565 6139 2.32838e+06 2.03884e+06 260460 39041 24691 20290 4401 11153 3805 1732 1014 1.60087e+06 156128 59289 37483 18125 13124 5267
internal_count=4318164 2717292 388911 294944 93967 71041 11752 157174 132825 24349 16565 6139 2328381 2038841 260460 39041 24691 20290 4401 11153 3805 1732 1014 1600872 156128 59289 37483 18125 13124 5267
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=1 1 5 1 0 0 0 3 0 5 0 3 0 1 5 6 1 0 0 1 2 6 0 1 6 5 0 0 3 3
split_gain=1.26667e+13 1.9635e+14 3.16004e+14 1.86914e+14 5.37692e+14 6.48063e+14 6.45871e+14 6.03243e+14 6.01525e+14 5.98973e+14 5.27156e+14 6.49272e+14 5.19621e+14 5.53869e+14 4.81627e+14 4.65764e+14 4.47993e+14 3.98287e+14 3.79821e+14 3.6481e+14 3.16837e+14 3.0572e+14 2.96242e+14 3.15533e+14 3.54349e+14 2.72417e+14 2.55062e+14 2.49198e+14 2.45207e+14 2.30116e+14
threshold=37.516458750000005 37.542000650000013 41.810000000000009 37.457850350000008 55.576287050000012 55.628356700000005 55.68356880000001 17.500000000000004 55.820531900000013 76.730000000000018 55.87722990000001 16.500000000000004 55.455204450000004 37.475443250000005 36.305000000000007 1.5000000000000002 37.475443250000005 55.860536450000005 55.826364100000013 37.503486000000002 15.500000000000002 1.5000000000000002 55.645049100000001 37.487839250000007 1.5000000000000002 93.00500000000001 55.793358600000012 55.388132500000005 19.500000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 21 22 12 9 14 11 -10 27 15 -8 -14 17 -13 -18 -20 -16 -6 -7 24 -24 29 28 -5 -22 -26
right_child=1 -3 -4 4 5 6 8 -9 10 -11 -12 16 13 -15 20 -17 18 -19 19 -21 26 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=113.44121071594655 -6195.2598922970756 7.1454154357272888 14477.627957109886 4398.9944173046124 -92922.043326470652 -20206.450134597573 4789.2308392228751 -34466.902645874929 -16466.883548780337 33310.016119151936 -14760.04795312952 -84216.823092164865 -13901.016500399957 35699.483927414512 -50423.30900194656 61739.010707469788 201254.44315415004 174894.22511023845 40050.456981954507 -77431.475630599409 -112764.89613115178 -28074.091351757124 186620.78939194279 13923.431586490115 -265762.72630208335 -278251.74244791665 -93263.451623007699 -30411.849024927476 11643.170751304931 68364.84208647479
leaf_weight=703633 11005 3513896 22536 5204 1363 953 2668 3390 2493 1468 9617 69 5294 9956 9589 962 133 423 2700 293 172 1558 249 1647 21 24 324 3400 2008 1116
leaf_count=703633 11005 3513896 22536 5204 1363 953 2668 3390 2493 1468 9617 69 5294 9956 9589 962 133 423 2700 293 172 1558 249 1647 21 24 324 3400 2008 1116
internal_value=0 79.8315 7694.73 -367.442 -5410.59 -13034.7 -9355.81 5100.84 -14102.7 -27609 -166.224 22800.4 10506 21047.7 -33667.4 -2269.67 49857.6 138555 35897.5 28549.6 -42151.9 -58333.5 28473.8 43649.5 78372.1 55156 -10476.6 -9357.03 1827.49 62193.6
internal_weight=0 3.54744e+06 33541 770727 67094 38888 35967 28206 31957 16229 15728 6111 24816 16212 14761 6256 3618 492 3126 2993 12093 2921 4010 3057 1410 1161 2504 8604 2180 1137
internal_count=4318164 3547437 33541 770727 67094 38888 35967 28206 31957 16229 15728 6111 24816 16212 14761 6256 3618 492 3126 2993 12093 2921 4010 3057 1410 1161 2504 8604 2180 1137
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 1 5 3 1 3 3 5 0 1 1 0 1 0 6 5 5 1 3 1 5 5 1 1 3
split_gain=1.31047e+13 1.59071e+14 3.93108e+14 2.04528e+14 2.84915e+14 2.54513e+14 1.8386e+14 2.65132e+14 1.7033e+14 1.81372e+14 2.57499e+14 1.70632e+14 1.68136e+14 1.5782e+14 4.73193e+14 3.75358e+14 3.65769e+14 1.10387e+15 5.15203e+14 6.7329e+14 4.97547e+14 3.99123e+14 3.91887e+14 3.35595e+14 6.07495e+14 2.9335e+14 3.22897e+14 2.85179e+14 2.82409e+14 3.23983e+14
threshold=55.695992150000002 55.701368300000006 37.620907050000007 37.642309100000013 23.500000000000004 37.914142000000005 37.971176850000006 23.035000000000004 14.500000000000002 37.944765900000007 24.500000000000004 9.5000000000000018 105.35000000000001 55.535913550000011 37.615058950000012 37.214886200000009 55.591389050000011 37.998366300000008 55.601678500000013 1.5000000000000002 64.405000000000015 55.990000000000002 37.692869000000009 12.500000000000002 36.761894450000007 96.015000000000015 74.610000000000014 37.869926150000005 37.726745000000001 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 12 4 -4 -5 7 -7 11 -10 -11 -9 -2 -1 15 23 17 21 19 20 -18 27 -21 -15 -25 26 -23 -16 -22 -30
right_child=1 -3 3 5 -6 6 -8 8 9 10 -12 -13 -14 14 16 -17 18 -19 -20 22 28 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=91.990116732579736 -20021.824651950628 116.03667896333148 27797.597588687218 -4023.1211107250951 151508.67446557712 -21077.73651574934 776.53380218319126 -54651.955158538818 62069.217098604473 -4369.4518854106927 60065.444894846951 99044.003270229223 -310878.287109375 -29681.887509800363 -16561.935678693753 4131.8700667102448 52211.049124336947 5050.3789613809386 -5921.0801662426384 -61260.801195157605 86950.419440764323 -43508.680970008754 18360.274484996098 83282.38971169744 -15663.435107157491 33872.7680748981 -94426.014182029525 -74370.175551082692 445031.62934782612 166610.07604473762
leaf_weight=2351499 3175 1736616 662 4952 259 753 2288 80 1516 1723 969 744 20 6477 9999 92315 1355 13387 74428 766 143 4357 3203 834 2424 368 1744 933 69 106
leaf_count=2351499 3175 1736616 662 4952 259 753 2288 80 1516 1723 969 744 20 6477 9999 92315 1355 13387 74428 766 143 4357 3203 834 2424 368 1744 933 69 106
internal_value=0 210.655 9796.8 17045.3 62587.1 13825 24773.1 34263.9 42545.4 34403.9 18824.2 84122.1 -21842.5 -144.064 -2751.2 2162.4 -7274.41 -16537.7 -3712.55 25421.8 78629.8 -33145.9 2993.75 -16513.6 9665.24 -52833.7 -58063.6 -21495.6 191201 276388
internal_weight=0 1.75376e+06 17141 13946 921 13025 8073 5785 5032 4208 2692 824 3195 2.56441e+06 212908 102050 110858 30788 80070 5642 1673 17401 3969 9735 3258 6469 6101 10932 318 175
internal_count=4318164 1753757 17141 13946 921 13025 8073 5785 5032 4208 2692 824 3195 2564407 212908 102050 110858 30788 80070 5642 1673 17401 3969 9735 3258 6469 6101 10932 318 175
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=3 1 3 0 1 4 1 0 0 5 5 1 3 3 1 0 1 0 0 0 5 1 0 1 0 2 0 0 0 0
split_gain=1.34776e+13 1.11642e+14 1.10645e+14 4.73979e+14 1.79359e+14 1.27271e+14 1.20079e+14 1.19931e+14 2.14896e+14 1.36944e+14 1.16753e+14 1.74438e+14 1.10232e+14 4.53866e+14 4.10837e+14 6.80611e+14 2.66336e+14 4.22419e+14 3.51814e+14 2.34814e+14 2.27423e+14 2.2662e+14 4.23999e+14 1.76148e+14 2.09728e+14 1.87057e+14 1.66155e+14 1.77506e+14 1.63244e+14 1.5771e+14
threshold=18.500000000000004 37.832345550000007 19.500000000000004 60.029906750000002 37.642309100000013 1.5000000000000002 37.692869000000009 60.063729500000008 60.042666650000008 110.05000000000001 68.00500000000001 37.767735350000002 25.500000000000004 26.500000000000004 37.692869000000009 55.842510000000011 37.436176200000013 55.734663800000007 55.664473600000008 59.863160500000006 70.00500000000001 37.542000650000013 55.784980300000008 37.66934650000001 55.842510000000011 17.500000000000004 55.769960200000007 55.727011600000004 55.708120100000009 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 12 -9 -8 -12 -4 14 16 26 20 18 -18 -15 -14 22 -19 -23 29 -26 27 -16 -20 -25
right_child=1 -3 7 -5 6 -7 10 9 -10 -11 11 -13 13 19 15 -17 17 21 28 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=71.013060478694513 3434.9783901813771 -1674.4486049923116 -937.18137760878653 -16533.151774803784 88817.492216260303 21194.298073466616 15141.278556152343 -12160.858151878123 13113.66339226797 -233803.23610491073 -7951.162856512201 130561.99083900294 16838.623371233629 2122.5650065382229 -33624.659532831181 -161725.12472259963 -30829.063312088816 298971.88839843747 239219.98306290066 -30032.723420745642 79412.273584555471 -10300.898149420929 61005.424555918042 68495.907682934791 126335.55719425455 447087.0912760417 -17523.637350637677 97330.796682856293 496658.08035481768 -106568.89618340165
leaf_weight=3717520 8295 329935 188025 6137 455 7858 1200 6318 13360 28 146 241 3851 28586 149 276 38 100 78 2467 684 500 298 329 75 24 755 339 36 61
leaf_count=3717520 8295 329935 188025 6137 455 7858 1200 6318 13360 28 146 241 3851 28586 149 276 38 100 78 2467 684 500 298 329 75 24 755 339 36 61
internal_value=0 -439.516 1065.6 7498.77 15604.5 12074.4 43528.9 430.262 789.004 -13138.8 30544.5 78306.4 62.5881 4926.78 26842.6 -19671.8 38475 74420.7 232680 -432.006 26276.4 57077.2 120796 31435 74109.8 204094 11870.2 57346.4 320516 41114
internal_weight=0 600644 270709 24332 18195 16153 2042 246377 240031 6346 1587 387 226671 38646 7593 1519 6074 1539 152 31053 4535 1387 398 989 489 99 1243 488 114 390
internal_count=4318164 600644 270709 24332 18195 16153 2042 246377 240031 6346 1587 387 226671 38646 7593 1519 6074 1539 152 31053 4535 1387 398 989 489 99 1243 488 114 390
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 5 0 3 0 1 5 6 1 0 0 1 2 6 0 1 6 5 1 0 4 0 1 1
split_gain=1.30265e+13 1.6517e+14 4.34539e+14 5.29448e+14 5.1649e+14 4.92001e+14 4.89332e+14 4.90782e+14 4.22627e+14 5.18352e+14 4.10526e+14 4.51386e+14 3.9327e+14 3.77288e+14 3.66908e+14 3.22802e+14 3.09845e+14 2.92134e+14 2.53535e+14 2.47734e+14 2.39758e+14 2.56106e+14 2.87414e+14 2.20605e+14 2.20041e+14 2.06481e+14 2.04187e+14 2.26251e+14 5.00927e+14 3.27977e+14
threshold=37.516458750000005 37.457850350000008 55.576287050000012 55.628356700000005 55.68356880000001 17.500000000000004 55.820531900000013 76.730000000000018 55.87722990000001 16.500000000000004 55.455204450000004 37.475443250000005 36.305000000000007 1.5000000000000002 37.475443250000005 55.860536450000005 55.826364100000013 37.503486000000002 13.500000000000002 1.5000000000000002 55.645049100000001 37.487839250000007 1.5000000000000002 93.00500000000001 37.503486000000002 55.806974650000008 1.5000000000000002 55.551692500000009 37.503486000000002 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 19 20 10 7 12 9 24 -3 13 -6 -12 15 -11 -16 -18 -14 -4 -5 22 -22 -24 -8 -20 -13 -28 29 -29
right_child=-2 2 3 4 6 -7 8 -9 -10 14 11 26 18 -15 16 -17 17 -19 25 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=79.423736387527072 80.957464203002971 -8437.6308521781575 -84047.250320284569 -18607.070177908838 4197.7968528038382 -31397.575575840598 3171.9816066086983 30074.672502863799 -13384.234555353985 -75860.568544780355 -12930.897895751308 15379.912434657443 -47075.117598615834 55146.920858390316 181139.0462633635 157407.67003476841 35444.011785407172 -69686.543732501872 -5700.7273963315683 -25672.224789910539 167612.08981404133 12058.678777713001 55546.21784890745 -250817.87122395835 -63844.627921087929 -85465.651076359165 62596.978701999542 32746.276071007131 136911.00820693743 -48059.290330871743
leaf_weight=703633 3547437 8604 1363 953 2668 3390 1823 1468 9617 69 5294 4297 8801 962 133 423 2700 293 2927 1558 249 1647 1137 24 670 365 3079 1489 333 758
leaf_count=703633 3547437 8604 1363 953 2668 3390 1823 1468 9617 69 5294 4297 8801 962 133 423 2700 293 2927 1558 249 1647 1137 24 670 365 3079 1489 333 758
internal_value=0 -372.624 -5113.37 -11967.2 -8642.04 4336.14 -12886.9 -25068.7 -317.162 20246.7 9217.56 18587.5 -30552.8 -2462.41 44422.7 124693 31788.9 25152.2 -38219.6 -52911.2 25187 38839.5 70121.9 49213.1 -14838.9 -14544.7 31814.5 44293.6 22450.2 5487.43
internal_weight=0 770727 67094 38888 35967 28206 31957 16229 15728 6111 24816 16212 14761 6256 3618 492 3126 2993 12093 2921 4010 3057 1410 1161 2493 3292 9956 5659 2580 2247
internal_count=4318164 770727 67094 38888 35967 28206 31957 16229 15728 6111 24816 16212 14761 6256 3618 492 3126 2993 12093 2921 4010 3057 1410 1161 2493 3292 9956 5659 2580 2247
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=0 0 3 3 0 6 3 3 0 3 1 0 6 5 5 1 5 6 5 3 1 5 1 0 3 1 0 1 1 0
split_gain=1.33367e+13 1.64291e+14 1.49376e+14 1.68919e+14 4.82918e+14 2.05868e+14 1.59983e+14 1.39733e+14 1.36413e+14 2.54256e+14 2.32094e+14 2.70191e+14 2.63091e+14 2.06871e+14 1.99854e+14 1.66189e+14 1.47238e+14 1.30103e+14 1.28122e+14 1.57194e+14 1.2812e+14 1.70908e+14 1.19284e+14 5.58818e+14 4.78944e+14 4.55772e+14 5.83778e+14 4.21162e+14 4.97945e+14 4.26588e+14
threshold=54.978840000000005 54.944759500000011 4.5000000000000009 9.5000000000000018 54.959412650000012 1.5000000000000002 2.5000000000000004 17.500000000000004 55.012854300000008 25.500000000000004 82.907204800000002 54.986619450000006 1.5000000000000002 59.810000000000009 71.715000000000018 83.015546400000019 94.040000000000006 1.5000000000000002 81.910000000000011 11.500000000000002 82.957885500000017 62.995000000000012 82.966612450000014 54.811549550000009 16.500000000000004 83.093115700000013 54.864040150000001 56.135466100000009 55.912026600000011 54.484631300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 6 4 -4 7 -3 -5 9 10 11 16 14 17 15 -12 -2 -13 19 -16 -7 -22 27 -24 25 -25 -27 28 -1 -30
right_child=8 2 3 5 -6 20 -8 -9 -10 -11 12 13 -14 -15 18 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-131.12518814067741 10102.638188367448 8252.0026092807711 34711.160727512368 542.2613701158507 -4349.8370922154472 4053.4569076012881 -31210.664416339758 -9477.4461481986054 -4.419515254319994 -32601.401653422341 16478.039610977423 -15845.007578191715 3541.1400784468337 -20775.921582280393 120756.39277229534 -13972.680298422098 86813.186656951904 2578.1571240160056 24857.576282869039 42677.842050090818 -8717.1991316993826 -26332.562876384847 -524.98487320784943 12874.776445852847 -5321.0211975533894 101574.76499646543 26908.56926354361 -6501.9653990117367 -9278.0013027818513 15620.843142268313
leaf_weight=1089667 11067 1425 4489 73259 10732 5491 3681 17183 2648031 1888 14066 4922 37230 7423 342 2054 256 17328 2850 1048 26044 6985 144691 25618 11193 1340 4791 99334 8554 35182
leaf_count=1089667 11067 1425 4489 73259 10732 5491 3681 17183 2648031 1888 14066 4922 37230 7423 342 2054 256 17328 2850 1048 26044 6985 144691 25618 11193 1340 4791 99334 8554 35182
internal_value=0 -232.552 -3388.21 -2792.95 7170.09 -3968.86 -20197.3 -1361.37 132.809 3749.53 4445.68 -1305.11 8539.43 -6320.04 17679.2 12598 11837 -1497.3 36997.4 61888.5 -10091 -12442.5 99.1262 2448.06 12465.6 18736.2 43227.7 -258.401 288.799 10751.1
internal_weight=0 1.56966e+06 149289 144183 15221 128962 5106 90442 2.7485e+06 100474 98586 40996 57590 29673 20360 16120 11323 22250 4240 1390 38520 33029 1.42037e+06 187633 42942 31749 6131 1.23274e+06 1.1334e+06 43736
internal_count=4318164 1569659 149289 144183 15221 128962 5106 90442 2748505 100474 98586 40996 57590 29673 20360 16120 11323 22250 4240 1390 38520 33029 1420370 187633 42942 31749 6131 1232737 1133403 43736
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 5 0 5 3 3 5 5 5 2 3 2 0 0 1 0 3 5 1 1 0 0 3 5 3 0
split_gain=1.43047e+13 2.42871e+14 1.30661e+14 1.56237e+14 7.37322e+14 1.61509e+14 1.52063e+14 1.41467e+14 1.32624e+14 1.79149e+14 2.00002e+14 1.36695e+14 1.22027e+14 1.12735e+14 1.04931e+14 1.1214e+14 1.02273e+14 4.50445e+14 3.07991e+14 3.07406e+14 2.76442e+14 5.76444e+14 2.42474e+14 2.17769e+14 2.14843e+14 1.42604e+14 1.39158e+14 1.60947e+14 1.40331e+14 1.2712e+14
threshold=82.970752000000019 82.964402850000013 54.947152850000002 82.966612450000014 23.500000000000004 112.04500000000002 54.959412650000012 51.815000000000005 6.5000000000000009 10.500000000000002 75.750000000000014 161.85000000000002 79.730000000000018 9.5000000000000018 21.500000000000004 11.500000000000002 54.943649450000002 54.811549550000009 83.140147550000009 54.934662400000008 4.5000000000000009 52.710000000000008 83.093115700000013 83.663637000000008 54.864040150000001 53.310923100000004 16.500000000000004 99.555000000000021 8.5000000000000018 54.864040150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 6 -4 -6 12 10 -10 -11 -5 -3 -8 -16 17 23 20 -20 21 29 -23 25 -24 -2 28 -28 -22 -19
right_child=16 2 3 8 7 -7 14 -9 9 11 -12 -13 -14 -15 15 -17 -18 18 19 -21 26 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-32.683783472094085 -41981.000495074142 5289.7864568005307 52076.984091016573 -4649.9386136439834 76602.604447523016 97155.663422995785 -777.10850137964326 205897.26233565167 18238.568979336716 2583.7597479008973 86989.698350791761 -231552.64360937499 -105532.897826156 -7696.1831622403452 78588.076696777352 -12992.704743964752 -1170.3987237824647 33969.453068598319 -23734.817095219325 70737.45055784272 -5513.7344007848842 59180.19413869924 202181.32925233722 1131.8744222429673 11044.609056991187 -7754.6009279028749 -6227.0506523722806 -105324.71670955884 16801.844837761946 -8792.1169190852142
leaf_weight=3598076 1297 27358 826 4758 129 237 3781 246 8252 9631 446 25 123 8847 365 211 484879 1038 436 1640 4015 1553 239 123571 78 19819 4561 170 9452 2105
leaf_count=3598076 1297 27358 826 4758 129 237 3781 246 8252 9631 446 25 123 8847 365 211 484879 1038 436 1640 4015 1553 239 123571 78 19819 4561 170 9452 2105
internal_value=0 76.9529 6124.03 11122 25811.7 16429.2 12737.9 161420 7458.25 11354.3 21763.9 1977.57 -7192.16 2116.55 5280 45040.3 -430.482 1680.25 13994.2 50896.5 10693.6 31486.6 75449 -471.853 155151 -9856.88 4965.74 -9787.95 10148.8 5330.22
internal_weight=0 3.66331e+06 65235 29030 5795 5420 5183 375 23235 18354 8698 9656 4881 36205 4357 576 654853 169974 25287 2076 23211 5013 1870 144687 317 21116 18198 4731 13467 3143
internal_count=4318164 3663311 65235 29030 5795 5420 5183 375 23235 18354 8698 9656 4881 36205 4357 576 654853 169974 25287 2076 23211 5013 1870 144687 317 21116 18198 4731 13467 3143
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=5 4 0 0 1 1 0 2 0 0 5 3 3 2 0 5 3 0 2 0 5 4 3 3 1 3 1 1 3 0
split_gain=1.41504e+13 6.79661e+13 7.67569e+13 1.17595e+14 1.10099e+14 9.22091e+13 1.0262e+14 8.82954e+13 7.40862e+13 1.32322e+14 1.1276e+14 1.23852e+14 1.14104e+14 1.08466e+14 7.76987e+13 7.42548e+13 7.14723e+13 6.94622e+13 7.81253e+13 7.8212e+13 1.0606e+14 1.10162e+14 7.72579e+13 9.35949e+13 8.64336e+13 7.22502e+13 6.30803e+13 6.28326e+13 1.10694e+14 8.99699e+13
threshold=112.04500000000002 3.5000000000000004 60.003414000000006 60.017447350000005 30.278357500000002 37.889331900000009 58.049540950000008 9.5000000000000018 59.853570100000006 59.834458500000004 132.05000000000004 3.5000000000000004 5.5000000000000009 9.5000000000000018 54.725565150000001 116.06000000000002 7.5000000000000009 59.950068600000009 17.500000000000004 59.939091550000008 125.85000000000001 5.5000000000000009 7.5000000000000009 19.500000000000004 30.362552800000003 6.5000000000000009 30.346469350000003 37.342273500000012 24.500000000000004 55.349623500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 7 8 17 -7 -4 9 10 11 15 -13 -12 -14 -3 -16 18 19 27 -21 26 24 -24 25 -19 -22 28 -6 -29
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 13 12 14 -15 16 -17 -18 22 -20 20 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=23.107598500596595 -4418.1069263540212 220398.00093750001 159905.88390997026 15133.316487994209 10603.496203657607 73.742025545801596 -106314.37592719781 -16301.143962840544 -52617.519189617262 98741.62627704328 -7139.6690923087008 -201740.7482204861 -116463.81708071701 138816.07517817983 -72498.287863212725 -11180.145312500001 91310.9565 -12316.815657463387 -42352.21762458283 172111.90618832238 -77524.35680288462 181075.81021205359 52943.098637671028 -168925.03355654763 -191046.64214285716 -142780.60279947918 45722.989245923913 -19606.848220170457 -149270.55429687499 43009.16726919893
leaf_weight=4248930 36120 20 105 939 2754 24721 91 39 595 104 477 72 107 57 57 45 50 367 206 76 65 42 201 21 35 48 115 275 44 1386
leaf_count=4248930 36120 20 105 939 2754 24721 91 39 595 104 477 72 107 57 57 45 50 367 206 76 65 42 201 21 35 48 115 275 44 1386
internal_value=0 -1418.13 1854.18 28037.4 968.902 2306.15 -316.445 112183 -24735.1 -7960.51 -20499.5 -64527 -92845.5 8439.88 -56207.9 60074.7 4048.09 13853.9 17939.4 20550.3 70150.2 35244.3 -16318.8 31955.6 -40134.2 -27406.6 1217 17235.5 8089.39 32642.3
internal_weight=0 69234 33114 1083 32031 30447 24812 144 1584 989 885 351 286 534 214 65 107 5635 4963 4757 298 222 672 222 450 415 180 4459 2798 1661
internal_count=4318164 69234 33114 1083 32031 30447 24812 144 1584 989 885 351 286 534 214 65 107 5635 4963 4757 298 222 672 222 450 415 180 4459 2798 1661
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 5 1 0 5 0 3 1 5 3 6 1 1 3 0 5 5 5 6 3 2 3 3 2 3 0
split_gain=1.30878e+13 1.37564e+14 1.18865e+14 2.75243e+14 2.22949e+14 1.49606e+14 1.96151e+14 1.35365e+14 2.91481e+14 2.2267e+14 2.16569e+14 3.29659e+14 3.61478e+14 1.53431e+14 1.49138e+14 1.4176e+14 1.47276e+14 1.59356e+14 1.40624e+14 1.3608e+14 1.32264e+14 1.3207e+14 1.20285e+14 1.18547e+14 1.4904e+14 1.28864e+14 1.18373e+14 2.04294e+14 1.61878e+14 1.86576e+14
threshold=54.978840000000005 54.944759500000011 55.002082750000007 82.911991800000024 54.986619450000006 65.045000000000016 82.871296800000025 54.986619450000006 71.715000000000018 54.99493995000001 19.500000000000004 83.006817700000013 50.805000000000007 11.500000000000002 1.5000000000000002 82.95335685000002 82.959896850000021 4.5000000000000009 54.990279300000005 97.050000000000011 114.05000000000001 49.505000000000003 1.5000000000000002 4.5000000000000009 7.5000000000000009 2.5000000000000004 8.5000000000000018 8.5000000000000018 9.5000000000000018 55.030402950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 -5 10 11 12 -9 -10 19 20 17 -17 -12 -11 -16 22 -6 25 -25 -3 27 -4 29 -28
right_child=2 23 26 7 21 6 -8 9 13 14 18 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=73.131470482305872 6981.906720994336 7440.6947514712683 1129.2344997335408 -16234.119380706517 -14622.567352978875 1647.0139634076288 74867.384726537843 30481.914245102282 77814.400920414468 24529.327270322228 24431.746868163624 -1921.9736366620205 95510.570666557353 -37456.742308391702 -67444.086529686072 -136440.67040816328 -37.233275353529429 48116.137656063736 -19073.972818390983 173248.01372806611 6676.6666142805234 -12862.112855118288 4797.7404575990358 -50.423379632376893 -6661.7098509251446 -27976.70582718066 13049.317403209308 -83404.172305916742 59.739420398802068 -2597.4265407074358
leaf_weight=1420370 10404 1425 747489 3287 4105 680 792 1965 567 2631 2207 1205 1513 145 547 49 6509 1035 1120 63 430 12475 14298 88849 55334 3681 7785 286 1565336 361582
leaf_count=1420370 10404 1425 747489 3287 4105 680 792 1965 567 2631 2207 1205 1513 145 547 49 6509 1035 1120 63 430 12475 14298 88849 55334 3681 7785 286 1565336 361582
internal_value=0 -230.371 131.564 4323.22 -440.373 11203.7 41042.8 13074.3 -3668.92 16548.2 29294.2 43153.6 58770.7 54339.2 7484.25 1032.82 5646.29 39773.6 9786 28007.2 -34821.9 -4918.79 465.818 -3117.97 -2587.68 -18092.3 28.3899 1096.9 -384.597 -2267.65
internal_weight=0 1.56966e+06 2.7485e+06 66027 42754 11876 1472 23273 3999 19274 8010 4683 3478 712 11264 8570 7593 1084 3327 2694 977 30878 18403 149289 144183 5106 2.68248e+06 747775 1.9347e+06 369367
internal_count=4318164 1569659 2748505 66027 42754 11876 1472 23273 3999 19274 8010 4683 3478 712 11264 8570 7593 1084 3327 2694 977 30878 18403 149289 144183 5106 2682478 747775 1934703 369367
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=3 1 5 1 0 0 1 0 0 5 5 5 0 0 3 6 0 0 3 1 5 5 3 1 0 0 0 0 0 4
split_gain=1.36026e+13 9.99718e+13 9.94493e+13 1.60569e+14 3.83002e+14 2.9511e+14 2.57106e+14 1.91353e+14 1.77155e+14 1.56984e+14 1.3065e+14 1.27733e+14 1.20995e+14 2.36351e+14 3.54047e+14 1.59253e+14 1.38307e+14 1.56235e+14 1.58854e+14 1.5012e+14 1.37556e+14 1.17849e+14 1.91224e+14 1.55213e+14 1.18246e+14 1.21774e+14 1.15886e+14 1.12061e+14 1.1085e+14 1.10558e+14
threshold=18.500000000000004 37.832345550000007 64.020000000000024 38.233559750000005 55.91302515000001 55.762622900000004 38.950530550000003 55.695992150000002 45.040161900000008 120.05000000000001 79.730000000000018 80.00500000000001 55.061033200000004 55.07108800000001 20.500000000000004 1.5000000000000002 55.046835900000012 55.043101600000007 21.500000000000004 82.897133550000021 150.04500000000004 103.45000000000002 23.500000000000004 60.55755580000001 57.106514900000001 56.802385350000009 56.782419000000012 55.777112100000004 55.657530000000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 29 4 5 7 8 -4 -5 -9 -8 -12 16 14 -14 -16 17 -13 -19 -18 -21 -15 24 26 25 -23 -24 -7 -10 -3
right_child=1 2 3 6 -6 27 10 9 28 -11 11 12 13 21 15 -17 19 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=71.341690999793158 982.72258364251275 -777.89015917911661 -29693.426129844571 -8838.4079632338671 59520.318146366408 -122562.82794134795 -7750.9643409975806 3178.1661234243265 43513.605642770955 229510.95113722279 23429.855538868855 -3592.4481846525705 323964.16168811277 -1944.2517128949244 82560.92306435862 -54792.259462553884 74600.109970238103 -1687.9278916302851 153214.44042211724 -26537.607744940571 -223087.25850694446 36429.054856934279 -19576.286458427145 12613.452551244205 -25872.596065470381 104223.43417247597 -123118.08736626693 -51003.824685154774 150694.71045297474 17028.846555286989
leaf_weight=3717520 270709 231885 3473 744 596 268 43645 2677 1337 31 2225 19256 51 10825 310 116 147 136 129 3262 36 1434 347 1446 240 325 157 1193 104 3540
leaf_count=3717520 270709 231885 3473 744 596 268 43645 2677 1337 31 2225 19256 51 10825 310 116 147 136 129 3262 36 1434 347 1446 240 325 157 1193 104 3540
internal_value=0 -441.55 -1610.15 -4350.3 -17689.1 -23710.7 -3076.6 -14156.7 30789.1 5769.12 -3956.6 138.281 -1217.76 5687.01 74968.9 45159.6 -5803 -2542.96 73717.4 -24275.9 -28683.1 3450.15 18237.3 -4042.8 39971.2 48955 -51830.4 -64130.3 51249.1 -510.137
internal_weight=0 600644 329935 94510 8238 7642 86272 6181 2185 2708 84087 40442 38217 15251 477 426 22966 19521 265 3445 3298 14774 3949 1950 1999 1759 504 1461 1441 235425
internal_count=4318164 600644 329935 94510 8238 7642 86272 6181 2185 2708 84087 40442 38217 15251 477 426 22966 19521 265 3445 3298 14774 3949 1950 1999 1759 504 1461 1441 235425
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=1 1 0 3 4 0 5 4 5 5 5 0 4 5 0 6 0 3 0 0 5 0 0 0 0 3 4 1 3 0
split_gain=1.38377e+13 1.73537e+14 1.01127e+15 9.54305e+14 5.58002e+14 3.15416e+14 3.11004e+14 3.55904e+14 2.55155e+14 2.228e+14 2.14895e+14 2.67557e+14 1.88335e+14 2.56989e+14 1.66826e+14 1.84375e+14 1.70113e+14 1.39569e+14 1.29413e+14 1.227e+14 1.17513e+14 1.146e+14 1.608e+14 7.54652e+14 1.87665e+14 1.538e+14 1.13486e+14 1.12103e+14 4.51653e+14 3.15009e+14
threshold=37.098288800000006 37.214886200000009 55.946414150000003 24.500000000000004 2.5000000000000004 56.028355650000009 99.555000000000021 3.5000000000000004 71.715000000000018 81.910000000000011 71.00500000000001 55.975961550000008 1.5000000000000002 47.815000000000005 55.645049100000001 1.5000000000000002 55.299834250000011 13.500000000000002 55.416472000000006 55.993277250000013 77.00500000000001 55.701368300000006 55.820531900000013 55.806974650000008 55.769960200000007 17.500000000000004 1.5000000000000002 36.761894450000007 6.5000000000000009 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 14 4 10 6 8 -8 19 -10 11 12 13 -4 15 17 -17 -2 -18 -6 -12 -16 23 24 -23 -24 -13 -1 -29 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 20 26 -14 -15 21 16 18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 28 29 -31
leaf_value=-218.77244061575345 -55031.988829449372 23.221097253081233 69807.41681856323 -75606.572462810174 53048.083565232148 28963.323319895677 -221886.10683962266 170488.22568597563 219855.42932023245 90707.048644002294 -82263.37414443231 6766.6409744673629 132355.5365798639 -86827.522521972656 -52821.893545257524 -39810.458753582163 108305.33754627168 68298.185764298352 21523.719158432268 165836.68579285126 138417.322265625 52252.685333676745 -31997.167857425859 470202.55413851351 -80174.625212513318 51776.126950446662 40514.055410053756 8328.2994808624044 39829.067061352391 -30712.838442040287
leaf_weight=518716 683 3767094 824 704 351 492 53 41 439 192 227 2149 392 120 1222 424 191 106 1713 133 27 273 2910 37 176 237 1858 8022 690 7668
leaf_count=518716 683 3767094 824 704 351 492 53 41 439 192 227 2149 392 120 1222 424 191 106 1713 133 27 273 2910 37 176 237 1858 8022 690 7668
internal_value=0 67.325 10468.2 35582 46307.7 96465.9 123936 -50744.1 138662 180558 31064 35336.3 74090.9 49896.2 -14740.1 3313.95 17472.9 -38462.9 30229.2 84041.6 -58805.2 -26331.1 -17420.6 36114.7 343.539 -25688.2 22414.9 -475.98 -8621.15 -24889.2
internal_weight=0 3.78307e+06 15974 8002 7298 1701 1209 94 1115 631 5597 5343 1336 944 7972 3117 2328 789 1904 484 254 4855 3633 486 449 3147 4007 535096 16380 8358
internal_count=4318164 3783068 15974 8002 7298 1701 1209 94 1115 631 5597 5343 1336 944 7972 3117 2328 789 1904 484 254 4855 3633 486 449 3147 4007 535096 16380 8358
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=5 5 3 0 1 1 3 1 1 0 0 3 2 3 4 3 0 0 0 5 0 1 1 1 2 1 3 3 3 1
split_gain=1.37768e+13 4.04653e+13 6.93705e+13 7.29655e+13 4.28916e+13 4.1618e+13 3.92807e+13 3.87974e+13 6.74302e+13 1.66516e+14 8.91163e+13 5.94071e+13 4.15333e+13 8.30516e+13 5.42265e+13 4.2244e+13 1.27556e+14 1.02828e+14 8.96669e+13 6.4752e+13 4.54663e+13 8.10611e+13 3.85977e+13 3.80489e+13 3.67522e+13 6.28599e+13 3.63076e+13 7.82389e+13 5.43774e+13 5.38246e+13
threshold=102.01000000000001 104.75000000000001 23.500000000000004 45.03656895000001 39.047276750000002 30.323743050000001 2.5000000000000004 37.39371280000001 37.777459000000007 55.860536450000005 55.576287050000012 3.5000000000000004 14.500000000000002 17.500000000000004 3.5000000000000004 6.5000000000000009 55.86787755000001 55.769960200000007 59.916647550000008 103.45000000000002 56.852744000000008 30.578016350000002 37.457850350000008 37.214886200000009 7.5000000000000009 30.362552800000003 29.500000000000004 28.500000000000004 31.500000000000004 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 11 9 10 -9 -8 13 15 -15 18 17 -17 19 -13 -18 24 -11 -14 25 -22 27 -3 -28 -30
right_child=1 26 3 -5 -6 6 7 8 -10 22 -12 12 23 14 -16 16 20 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=28.667298171337535 14174.340493710197 -590.15358488507354 -7650.6000000000004 -35714.973840239865 190018.54531250001 58089.46165679604 122116.64764178242 88.958122538744931 -7123.8052485036815 -150111.4583614865 106199.64994149422 60578.549277343758 -5012.0534007352944 -138274.30402417455 34248.492116477275 -34567.735232710766 182473.0392857143 -249396.34007975261 -112334.63969655796 -73230.718303148678 -656.63871499594154 -128193.84493534484 -29893.330147298177 147678.10094401042 -28288.461965880102 116715.06242152624 66856.667919009502 -146033.38927364865 -147582.93508522728 11791.48152631124
leaf_weight=4209727 1093 96836 21 1072 23 93 27 123 6855 37 222 80 51 106 22 311 21 24 138 66 77 29 96 24 49 112 194 37 22 576
leaf_count=4209727 1093 96836 21 1072 23 93 27 123 6855 37 222 80 51 106 22 311 21 24 138 66 77 29 96 24 49 112 194 37 22 576
internal_value=0 -1112.92 -6929.58 -30534.7 95676.5 -4201.4 -6546.92 -7256.62 -4591.61 31722.6 68368.9 -24444.4 -28009.4 -33216.5 -108622 -22575 -8003.81 -49958.4 -54539.2 89.4283 40797.6 29654.6 -63337.5 43848.8 48888.2 68897 -471.367 -645.705 20852.6 5928.21
internal_weight=0 108437 10772 1116 44 9656 8563 8470 7333 478 345 1137 1110 1035 128 907 623 335 284 146 288 267 133 75 238 189 97665 96873 792 598
internal_count=4318164 108437 10772 1116 44 9656 8563 8470 7333 478 345 1137 1110 1035 128 907 623 335 284 146 288 267 133 75 238 189 97665 96873 792 598
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=3 0 1 0 3 0 0 5 0 3 0 5 1 5 5 1 0 3 1 1 1 0 1 5 3 0 5 1 1 1
split_gain=1.30984e+13 3.51211e+13 5.00009e+13 4.70679e+13 6.10522e+13 9.77294e+13 7.7584e+13 6.57774e+13 4.89857e+13 1.21511e+14 5.38547e+13 1.10714e+14 6.8731e+13 8.81413e+13 5.8302e+13 4.8873e+13 4.78919e+13 9.65441e+13 1.43173e+14 5.19418e+13 7.63242e+13 6.08929e+13 4.96006e+13 6.38632e+13 7.78399e+13 5.72823e+13 4.78627e+13 4.65802e+13 4.18076e+13 6.64822e+13
threshold=31.500000000000004 55.695992150000002 37.275078000000001 55.801980100000009 34.500000000000007 55.719391050000006 55.795550600000006 95.020000000000024 55.842510000000011 34.500000000000007 55.812836050000008 40.605000000000011 37.620907050000007 79.010000000000005 67.990000000000023 37.582182450000005 55.751981950000008 32.500000000000007 37.712318250000003 37.457850350000008 37.503486000000002 55.755036050000008 37.615058950000012 39.995000000000012 33.500000000000007 55.795550600000006 59.510000000000012 37.362912300000012 37.777459000000007 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -3 9 15 12 -12 -11 14 26 -5 28 18 19 -18 -21 -22 25 -24 -25 -19 -14 -4 29 -7
right_child=1 3 27 8 6 16 -8 -9 -10 10 11 -13 13 -15 -16 -17 17 22 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=13.254592089979955 151212.86317934783 -92307.384711876221 -100225.73114098837 47998.032213772618 8582.7965766176258 -19195.532062601309 -126133.90014204546 44047.944721798784 -4959.5202589555229 -153365.34414062501 161667.80755813955 -6862.1985355294864 -34902.773573190789 72101.279331487356 -98003.097447916676 13992.127043286187 2247.1582880434785 64480.504201600612 -59614.117999404429 275658.48214285716 115853.93806032276 -72174.013151041669 -24490.275221108492 -197757.81995584239 11628.44090909091 -70959.52727609883 68268.857460171566 4201.4882244690825 -30579.54620937063 14509.03990901665
leaf_weight=4293298 23 258 43 555 1504 1164 44 41 9273 46 43 417 380 79 135 1772 92 41 223 21 61 24 53 92 22 131 51 6431 670 1177
leaf_count=4293298 23 258 43 555 1504 1164 44 41 9273 46 43 417 380 79 135 1772 92 41 223 21 61 24 53 92 22 131 51 6431 670 1177
internal_value=0 -2288.5 4030.78 -4523.59 -12149.7 -18578.7 4753.64 -73609.8 -1163.6 8957.04 -17619.8 8891.69 -35268.5 -26846.1 -40656.8 22102.7 -14215.4 -36646.5 -4663.82 57224.6 104941 62763.7 -76365.4 -115185 -157350 -38674.4 -22694.5 3507.89 -8553.56 -2249.66
internal_weight=0 24866 6497 18369 5618 4070 1548 299 12751 3478 1151 460 691 645 566 2327 3771 760 421 198 106 85 339 167 114 172 431 6474 3011 2341
internal_count=4318164 24866 6497 18369 5618 4070 1548 299 12751 3478 1151 460 691 645 566 2327 3771 760 421 198 106 85 339 167 114 172 431 6474 3011 2341
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=1 1 6 3 0 0 1 3 0 3 5 1 4 4 5 0 3 0 3 5 0 1 0 0 5 4 0 1 0 3
split_gain=1.3033e+13 8.44441e+13 2.27197e+14 3.60381e+14 2.62311e+14 3.74553e+14 6.05145e+14 4.54267e+14 3.03474e+14 4.52165e+14 2.94282e+14 2.84714e+14 2.58505e+14 2.44275e+14 2.40018e+14 2.34293e+14 2.28051e+14 2.02927e+14 1.87924e+14 3.25224e+14 2.43176e+14 2.02644e+14 2.97564e+14 2.92612e+14 1.70313e+14 1.57224e+14 1.76636e+14 2.61927e+14 1.54281e+14 2.16285e+14
threshold=30.305955500000003 30.346469350000003 1.5000000000000002 4.5000000000000009 59.904813200000007 59.950068600000009 30.315880100000005 8.5000000000000018 59.982527000000012 7.5000000000000009 53.385000000000012 30.332994000000003 2.5000000000000004 3.5000000000000004 103.45000000000002 59.882016200000002 4.5000000000000009 59.916647550000008 7.5000000000000009 116.06000000000002 60.029906750000002 30.315880100000005 60.003414000000006 60.017447350000005 68.52500000000002 2.5000000000000004 59.896318000000008 30.323743050000001 60.042666650000008 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 7 -6 9 11 25 -7 -12 28 -11 24 17 -8 19 -10 21 22 -20 -24 -14 26 -4 -28 -5 -30
right_child=1 -3 4 13 5 8 16 -9 18 14 12 -13 15 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-850.33658554685917 -74732.802497355136 -27.890596431818643 4990.7627140822069 -46.279604467153028 -6126.5282503207663 25636.556891235858 -30582.331458491113 -88037.783160843363 -36029.902630542776 107286.71347403103 61063.5013253414 -96597.998844112968 -22233.810794067384 63513.130119364971 -39663.709110937503 -34242.834968614647 -4773.3157109604117 74073.361492662938 -12275.059344482423 100679.36100226684 2479.2295037649469 25819.603838036477 269084.75727430556 57192.816710069455 50520.571350313716 -75377.074923996042 93240.528650386754 -65477.395849236636 -237119.00325000004 -25592.645185408444
leaf_weight=173023 660 4064974 5902 42937 1198 1215 245 1557 1769 1003 2654 226 412 592 125 671 3964 760 144 193 7765 2084 135 126 1469 221 504 131 50 1455
leaf_count=173023 660 4064974 5902 42937 1198 1215 245 1557 1769 1003 2654 226 412 592 125 671 3964 760 144 193 7765 2084 135 126 1469 221 504 131 50 1455
internal_value=0 35.494 3249.5 -1374.45 9378.54 3018.96 -14828.2 -52419 12342.7 43584.2 21343.4 6465.84 39212.4 -299.342 91002.3 16488 6013.62 48560.3 5772.64 -22581.9 11198 38398.2 103124 166792 34585 7578.11 10382.6 60497.1 -1149.37 -32620.1
internal_weight=0 4.14514e+06 80167 45694 34473 22509 7724 2755 14785 2569 11964 1441 5206 45034 1128 2552 4969 1005 12216 1962 10254 2489 405 261 1881 6758 6537 635 44442 1505
internal_count=4318164 4145141 80167 45694 34473 22509 7724 2755 14785 2569 11964 1441 5206 45034 1128 2552 4969 1005 12216 1962 10254 2489 405 261 1881 6758 6537 635 44442 1505
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 3 5 1 1 1 1 1 1 2 2 4 5 3 1 5 1 1 1 0 0 1 5 1 3 1
split_gain=1.39081e+13 5.96252e+13 9.80263e+13 4.25466e+14 1.34268e+14 1.45935e+14 2.1255e+14 1.14629e+14 9.00752e+13 2.15644e+14 1.50067e+14 1.16255e+14 8.80573e+13 8.70809e+13 3.29574e+14 9.6455e+13 7.65679e+13 7.44577e+13 7.20238e+13 6.78367e+13 6.77512e+13 6.59324e+13 1.97768e+14 1.73707e+14 2.55625e+14 1.76125e+14 1.8109e+14 1.32359e+14 1.24711e+14 1.23935e+14
threshold=112.04500000000002 128.92000000000004 45.055827000000008 45.067452850000002 39.011252750000004 9.5000000000000018 116.06000000000002 37.328003200000005 82.970752000000019 82.964402850000013 92.815157350000007 92.896330950000007 82.973038550000012 3.5000000000000004 2.5000000000000004 2.5000000000000004 123.15000000000002 30.500000000000004 114.17164950000002 114.05000000000001 60.601268000000012 49.177301950000007 65.551978750000004 55.055104550000003 55.050600750000008 82.897133550000021 120.05000000000001 49.201680550000006 14.500000000000002 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 13 9 17 12 -12 19 14 -2 -15 -8 21 -13 -10 -19 29 27 24 -24 28 -27 -23 -25 -5
right_child=1 -3 3 8 -6 -7 16 -9 10 -11 11 18 -14 15 -16 -17 -18 20 -20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=22.908863075888927 -13981.186328125001 1455.6981191369687 -27596.149848790323 -3600.4688242931388 -48956.705042146379 68561.538097098222 215347.05753348215 -19044.32112935749 -252031.72279411764 76604.74712056834 97683.700396728527 -18168.025966669153 -37882.233241195296 -181174.26207386365 446698.59830729174 45238.591101825426 425822.71150000003 19377.027088758681 87844.74691908095 -72348.89667613637 140901.87276000978 -115263.74580729166 1834.5753475853287 -2875.6198286400931 -87231.092208962917 37500.78758003049 187676.11467317527 -20053.686674552857 71585.056937111032 21518.104235460018
leaf_weight=4248930 44 35489 31 11890 76 490 56 5576 34 342 128 583 1194 22 24 130 25 162 72 55 64 150 2809 947 364 205 132 5492 295 2353
leaf_count=4248930 44 35489 31 11890 76 490 56 5576 34 342 128 583 1194 22 24 130 25 162 72 55 64 150 2809 947 364 205 132 5492 295 2353
internal_value=0 -1405.93 -4415.45 -1961.04 76289 92100.8 195085 -16250.9 -3906.46 -2261.05 -23980.3 10519 -45034.8 54549 148612 12468.3 280309 -3345.88 -6514.71 -140992 53791.1 -3870.01 -9925.72 5104.48 -8382.85 32207.3 96323.2 -22585 14810.3 549.219
internal_weight=0 69234 33745 27949 678 602 112 5796 27271 25205 2066 783 1283 220 68 152 81 24863 655 89 226 24637 10394 4752 3173 1579 337 5642 1242 14243
internal_count=4318164 69234 33745 27949 678 602 112 5796 27271 25205 2066 783 1283 220 68 152 81 24863 655 89 226 24637 10394 4752 3173 1579 337 5642 1242 14243
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=1 1 6 1 0 3 0 0 0 0 0 5 0 0 1 0 5 5 3 0 0 1 0 0 0 5 5 3 0 0
split_gain=1.32819e+13 1.35557e+14 1.47083e+14 1.46362e+14 3.81558e+14 1.62449e+14 1.27529e+14 6.29715e+14 4.29067e+14 3.49261e+14 3.14253e+14 2.84462e+14 2.51747e+14 2.29747e+14 2.06963e+14 1.86587e+14 1.77183e+14 1.51231e+14 1.38527e+14 2.77601e+14 2.49576e+14 1.64755e+14 1.30529e+14 1.26719e+14 1.97696e+14 1.36896e+14 1.26067e+14 1.25333e+14 2.70094e+14 1.82576e+14
threshold=36.546174950000008 30.578016350000002 1.5000000000000002 35.911716050000003 55.193434200000006 8.5000000000000018 59.939091550000008 59.863160500000006 59.609407350000005 54.648549400000007 55.993277250000013 68.00500000000001 54.484631300000011 51.83362145000001 33.101335500000005 59.755965500000009 101.05000000000001 74.610000000000014 16.500000000000004 56.819808050000006 56.895161300000005 33.101335500000005 59.904813200000007 60.052595500000002 61.674413550000004 48.035000000000004 48.945000000000007 9.5000000000000018 59.846652800000008 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 27 -5 -6 7 8 9 12 26 22 13 -4 15 -10 -14 23 20 -20 -12 -22 -9 -8 -25 -26 -11 28 29 -3
right_child=-2 2 6 4 5 -7 17 11 14 10 18 -13 16 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=168.14224779879737 62.382722025175511 138133.15174851191 -714.2021121448571 -250.82385361005527 -5151.9897298177093 108357.57926592648 21297.253822553965 -82605.683242719388 64244.486225355999 -28245.856884060369 13240.300155354807 -161815.3191732385 15804.846079542509 -38719.201667907269 -51119.312303663355 11603.759882004553 107738.76188151044 -29084.77420025726 320900.30720880686 -36261.570352349154 -10810.61528892959 -73293.424957567899 -27335.126268844379 -46226.032383958285 -7702.6967555328156 11995.911576593118 -58851.332967016824 -7048.1880327974841 -17411.802818287091 29507.248804454019
leaf_weight=419387 3833180 168 7159 1677 159 609 2806 739 1306 3148 3707 265 3765 2045 295 1390 222 1742 22 2008 1295 626 1013 941 7898 6376 2351 8414 1492 1959
leaf_count=419387 3833180 168 7159 1677 159 609 2806 739 1306 3148 3707 265 3765 2045 295 1390 222 1742 22 2008 1295 626 1013 941 7898 6376 2351 8414 1492 1959
internal_value=0 -493.056 -4720.35 4177.32 26482.6 84857.6 -7240.36 -11205.7 -7489.98 -11564.5 -23092.7 -65253.9 -65.9912 -9158.38 28402.7 37104.1 20923.8 -948.957 -9996.48 -32390.9 -1918.91 -31172 -50648.4 1770.79 -1830.34 1096.4 -41330.7 -354.923 15206.6 38087
internal_weight=0 484984 65597 14478 2445 768 51119 31356 29339 26348 13157 2017 13191 9204 2991 2696 3987 19763 7658 2030 5628 1921 1752 18021 15215 14274 5499 12033 3619 2127
internal_count=4318164 484984 65597 14478 2445 768 51119 31356 29339 26348 13157 2017 13191 9204 2991 2696 3987 19763 7658 2030 5628 1921 1752 18021 15215 14274 5499 12033 3619 2127
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 5 1 0 1 1 1 3 2 1 5 0 4 5 5 3 0 3 3 5 0 5 3 4 5 3
split_gain=1.25412e+13 7.0171e+13 3.19662e+14 1.04464e+14 8.81552e+13 8.31013e+13 8.24811e+13 2.64711e+14 2.1741e+14 2.06808e+14 1.95689e+14 1.47758e+14 1.5676e+14 1.21095e+14 1.17755e+14 1.14207e+14 1.65439e+14 1.67305e+14 1.41186e+14 1.06686e+14 9.49726e+13 9.8061e+13 9.46593e+13 2.52174e+14 1.38177e+14 9.33574e+13 9.28826e+13 9.18919e+13 2.19869e+14 8.97523e+13
threshold=44.982728700000003 44.732363600000006 37.752451500000006 65.045000000000016 10.500000000000002 93.00500000000001 38.422276900000007 44.226894250000008 39.488326500000007 39.143775600000005 37.777459000000007 6.5000000000000009 5.5000000000000009 39.027779200000005 33.395000000000003 44.678200800000006 2.5000000000000004 74.610000000000014 105.35000000000001 13.500000000000002 43.642715500000008 19.500000000000004 11.500000000000002 80.00500000000001 44.580511600000001 79.730000000000018 10.500000000000002 4.5000000000000009 150.04500000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 10 8 14 13 -1 12 27 -9 -8 16 17 -13 -17 -20 -10 -22 23 -19 -24 -11 -25 28 -12 -18
right_child=-2 2 3 4 -6 -7 7 9 20 25 11 15 -14 -15 -16 18 29 22 19 -21 21 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-4556.8527200527669 40.463707225552703 183.42420714495964 -15061.278875837286 -40043.107919569717 55845.265178250724 -117099.33851562502 11566.771540989041 -25421.350776870378 -378.21069568954277 -23396.347188763801 22699.774381787884 90.673859315926194 -40890.456502177178 18020.695067519679 -26269.037159860618 13814.111856181615 -25035.390215895746 101342.10019531251 243940.69968377976 61763.144489906488 5957.2186868947756 160720.75095274393 144451.45254641297 -17874.999522210746 -34722.565426199777 -73119.208183307594 -178774.08339460785 -126238.61592987804 254842.4536585366 -132258.06993140242
leaf_weight=15343 4087717 38672 9069 1442 87 155 1009 917 97915 6472 8337 8371 401 2137 4452 4177 1628 191 42 137 28473 41 186 121 56 401 51 41 41 82
leaf_count=15343 4087717 38672 9069 1442 87 155 1009 917 97915 6472 8337 8371 401 2137 4452 4177 1628 191 42 137 28473 41 186 121 56 401 51 41 41 82
internal_value=0 -717.754 -4057.29 -19308.5 -42181.7 -47522 194.049 -928.274 257.018 -16676 4253.85 9919.04 20195.4 4976.7 -19278.3 3893.39 -1669.87 3760.98 17541 104509 1100.83 6179.75 54544.6 22247.9 102990 -26297.4 -65583.4 23105 23835.8 -30177.1
internal_weight=0 230447 49425 10753 1684 1597 181022 141817 131890 9927 39205 23862 8820 3054 5461 15042 10686 8976 4356 179 126429 28514 605 363 242 6873 172 8419 8378 1710
internal_count=4318164 230447 49425 10753 1684 1597 181022 141817 131890 9927 39205 23862 8820 3054 5461 15042 10686 8976 4356 179 126429 28514 605 363 242 6873 172 8419 8378 1710
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 1 3 3 5 0 0 2 4 1 0 1 0 5 0 1 0 1 1 0 3 0 0 1 0 2
split_gain=1.24961e+13 1.98592e+14 1.10668e+14 1.2801e+14 1.45734e+14 1.37801e+14 6.3992e+14 1.42072e+14 1.37181e+14 1.86572e+14 1.46221e+14 1.058e+14 1.03439e+14 9.74645e+13 2.04683e+14 1.75644e+14 3.84212e+14 2.61967e+14 2.68261e+14 2.3273e+14 3.26931e+14 2.19275e+14 4.48766e+14 3.87813e+14 3.08312e+14 2.75989e+14 3.93574e+14 2.59965e+14 4.36773e+14 4.19318e+14
threshold=82.970752000000019 82.964402850000013 54.943649450000002 1.5000000000000002 17.500000000000004 82.966612450000014 23.500000000000004 24.500000000000004 33.585000000000008 54.986619450000006 54.944759500000011 22.500000000000004 2.5000000000000004 82.940215400000014 55.110554300000004 82.902675200000019 54.986619450000006 60.905000000000008 55.046835900000012 82.91993380000001 55.055104550000003 82.926290250000008 82.91993380000001 55.020029900000004 18.500000000000004 55.02863030000001 55.039751500000008 82.911991800000024 55.02863030000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 8 6 -6 -8 -4 10 -10 -7 -11 15 -15 -1 -17 -18 21 20 -20 22 23 -19 27 -24 -27 28 -25 -29
right_child=-2 2 3 -5 5 11 7 -9 9 12 -12 -13 -14 14 -16 16 17 18 19 -21 -22 -23 25 24 -26 26 -28 29 -30 -31
leaf_value=-38.211995933663736 -402.34858331377234 -7303.8193765510141 -3014.509832034641 2054.7321869286061 -6620.7564643698443 -3289.0147635063004 112828.93555239621 262315.12732469518 30309.703021007695 38009.302577361166 9225.7060773948324 41162.491085237489 97226.860569549419 -1762.7792457209482 -20968.442463098309 -8436.816936057965 3047.4507530991732 4816.2291500735428 -14187.569853970665 -10431.532453728641 32693.538040681131 39308.038984686507 -38219.430739230898 174893.54439493816 141127.23395535717 125888.23612107996 -20027.345130012898 48750.395198143684 -9039.1504004454018 193775.39076086957
leaf_weight=3344916 654853 6083 2880 28612 1087 10236 283 82 5302 1026 8665 565 414 150188 5762 19107 50050 3460 2240 5812 4428 5785 2043 144 350 283 533 1497 1248 230
leaf_count=3344916 654853 6083 2880 28612 1087 10236 283 82 5302 1026 8665 565 414 150188 5762 19107 50050 3460 2240 5812 4428 5785 2043 144 350 283 533 1497 1248 230
internal_value=0 71.9238 5540.05 6860.88 11363.6 2924.52 31848.3 146412 17018.1 20762.8 17229.4 -963.758 55034.4 -27.2163 -2472.39 83.5653 4273.82 7383.33 15119.1 4195.41 16944.6 23873.2 14750.7 28504.9 52132 -18583.6 30578.2 42145.4 9988.37 68064.7
internal_weight=0 3.66331e+06 65235 59152 30540 12253 1452 365 18287 15407 13967 10801 1440 3.59808e+06 155950 3.44213e+06 97210 78103 28053 12480 6668 15573 9788 6929 3469 2859 816 3119 1392 1727
internal_count=4318164 3663311 65235 59152 30540 12253 1452 365 18287 15407 13967 10801 1440 3598076 155950 3442126 97210 78103 28053 12480 6668 15573 9788 6929 3469 2859 816 3119 1392 1727
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 1 3 3 1 2 4 1 0 0 1 2 0 4 2 5 0 0 3 0 3 5 0 1 0 0
split_gain=1.32859e+13 5.81717e+13 1.97331e+14 1.44504e+14 1.18656e+14 1.11216e+14 1.00902e+14 1.27678e+14 1.07394e+14 1.70128e+14 1.20131e+14 1.05612e+14 1.2979e+14 1.42125e+14 1.20296e+14 9.91149e+13 9.73438e+13 9.60879e+13 1.35322e+14 1.87917e+14 1.67739e+14 1.59236e+14 1.32413e+14 9.55772e+13 9.49274e+13 1.19598e+14 1.19579e+14 1.11101e+14 9.39732e+13 2.58521e+14
threshold=112.04500000000002 39.899261850000009 41.950906500000009 57.692655200000004 56.338501050000012 39.753614400000011 9.5000000000000018 11.500000000000002 46.037218400000008 20.500000000000004 2.5000000000000004 44.005491150000005 54.864040150000001 54.648549400000007 92.815157350000007 7.5000000000000009 53.204054050000003 3.5000000000000004 3.5000000000000004 161.85000000000002 57.60800230000001 43.592450450000008 4.5000000000000009 56.121679000000007 12.500000000000002 132.05000000000004 57.131524800000008 65.565203050000022 55.055104550000003 55.141517900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 23 -2 -4 11 9 10 16 15 13 -13 -14 -8 -9 -7 19 20 22 -20 -19 -3 25 -10 -27 -28 -26 -30
right_child=1 2 6 -5 -6 17 7 8 24 -11 -12 12 14 -15 -16 -17 -18 18 21 -21 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=22.390574253610801 771.46683087761812 -37385.179296790135 2721.5181802774546 75960.963352997453 -97237.339852126112 5231.3428239264458 -22637.536391119313 -5790.7445703125004 -4471.1983857031255 -135760.9034375 30148.507129158144 943.34017178093711 -27111.583145751956 104717.71944473575 40539.671845354358 -105442.16230169422 207756.68499524915 -26925.492404513891 148070.45844184028 -46300.075841346159 261853.74928627827 -23164.560183646779 229784.30836791993 120734.35860839846 -16502.493544580728 37431.367443485724 231483.23530783586 -19264.102669270836 74200.114932391836 -4242.7203263522979
leaf_weight=4248930 28434 863 18684 98 376 588 324 30 625 55 630 1155 4290 149 280 261 74 54 72 52 94 221 32 40 5353 371 67 24 455 5483
leaf_count=4248930 28434 863 18684 98 376 588 324 30 625 55 630 1155 4290 149 280 261 74 54 72 52 94 221 32 40 5353 371 67 24 455 5483
internal_value=0 -1374.12 -3875.21 -41068.3 -50035.4 1985.29 -2538.35 -7545.76 -1896.64 33874.5 46585.6 -19061.8 -15026.4 12801 -22966.6 -59581.1 146156 32995.1 64090.4 121146 169519 18913.7 68594.4 -30381 -4176.77 24047.4 62627.9 165352 -6893.95 1767.97
internal_weight=0 69234 39687 1377 1279 29547 38310 19626 13167 789 734 6459 5874 1304 4570 585 104 1113 525 232 180 293 86 903 12378 1087 462 91 11291 5938
internal_count=4318164 69234 39687 1377 1279 29547 38310 19626 13167 789 734 6459 5874 1304 4570 585 104 1113 525 232 180 293 86 903 12378 1087 462 91 11291 5938
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=5 6 4 3 0 0 0 1 1 3 1 0 0 1 1 1 0 0 1 1 1 0 5 5 3 1 0 0 0 0
split_gain=1.25762e+13 7.45236e+13 3.97547e+14 1.5404e+14 1.53524e+14 1.55293e+14 1.23152e+14 1.11011e+14 1.10796e+14 1.51954e+14 1.41401e+14 1.1258e+14 1.10489e+14 9.05543e+13 1.04391e+14 9.43928e+13 1.01055e+14 1.38846e+14 1.97317e+14 4.92946e+14 8.38894e+14 7.66721e+14 9.50515e+14 3.21628e+14 2.38352e+14 1.07644e+14 1.74902e+14 1.70215e+14 1.58003e+14 1.06257e+14
threshold=42.005000000000003 1.5000000000000002 1.5000000000000002 8.5000000000000018 59.916647550000008 59.904813200000007 56.758269450000007 30.305955500000003 38.891822450000006 23.500000000000004 38.233559750000005 55.842510000000011 55.455204450000004 60.479177250000006 82.957885500000017 57.550671000000001 55.708120100000009 55.812836050000008 37.417247200000006 37.615058950000012 37.559851850000008 55.784980300000008 27.010000000000002 40.005000000000003 27.500000000000004 37.620907050000007 55.74310830000001 55.755036050000008 55.719391050000006 51.717367500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 12 -7 9 10 -4 -11 -1 15 -15 16 29 18 -18 20 24 22 -22 -24 -20 26 28 -28 -21 -3
right_child=-2 13 8 -5 -6 7 -8 -9 -10 11 -12 -13 -14 14 -16 -17 17 -19 19 25 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5237.1985578814529 -130.98927027325809 380.23881764058098 31512.508912405494 -782.80078683166221 -34383.0529960083 276435.01375732425 4521.8691212644362 39708.63892728366 7510.3415869812279 26372.786134590104 133544.00861049109 -20526.750730326472 -18935.234892711629 3847.9950480922607 292.56844010366899 -7480.3779569534736 -17546.927286163551 575.83726987358955 2452.1900838655497 6397.2253077651512 32549.196308051214 7284.642468007838 151760.10022278503 313085.3479512675 131087.86933065878 4045.2358620221698 -57194.662611901382 64472.992313792289 269234.98749999999 -2946.8990959102844
leaf_weight=19294 2717292 273343 4556 438137 2000 32 8212 52 8583 982 140 1069 8475 164577 165750 16137 3420 279468 5389 66 873 1178 910 143 148 48984 849 133 35 147937
leaf_count=19294 2717292 273343 4556 438137 2000 32 8212 52 8583 982 140 1069 8475 164577 165750 16137 3420 279468 5389 66 873 1178 910 143 148 48984 849 133 35 147937
internal_value=0 222.339 -802.664 -1312.93 -7414.8 -5919.26 -6236.32 129890 15047.8 24636.5 34554.3 1928.32 -9417.79 676.502 2063.97 88.171 248.267 1526.41 5802.36 7162.56 29219.5 70834.3 109703 173668 5890.53 3355.78 -27828.2 -40716.3 97479.6 -788.121
internal_weight=0 1.60087e+06 491532 476202 38065 36065 35981 84 15330 6747 4696 2051 27769 1.10934e+06 330327 779013 762876 341596 62128 58708 8641 3104 1926 1053 5537 50067 1083 982 101 421280
internal_count=4318164 1600872 491532 476202 38065 36065 35981 84 15330 6747 4696 2051 27769 1109340 330327 779013 762876 341596 62128 58708 8641 3104 1926 1053 5537 50067 1083 982 101 421280
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=5 1 0 0 5 1 1 6 4 2 2 3 4 1 4 3 1 3 1 1 6 3 0 1 1 0 0 5 5 6
split_gain=1.32975e+13 5.36358e+13 1.24621e+14 2.77946e+14 2.4701e+14 1.53053e+14 2.14974e+14 1.54864e+14 1.26089e+14 1.37675e+14 9.86344e+13 9.69248e+13 8.01386e+13 7.90038e+13 7.20451e+13 9.9633e+13 6.33385e+13 5.79496e+13 5.68024e+13 8.23821e+13 6.83721e+13 1.0353e+14 1.01315e+14 6.87556e+13 6.04275e+13 5.37257e+13 5.34521e+13 5.34123e+13 5.16745e+13 7.52267e+13
threshold=31.010000000000002 38.911476500000006 55.56564190000001 55.885524800000006 25.005000000000006 37.314272700000011 37.832345550000007 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 37.889331900000009 1.0000000180025095e-35 23.500000000000004 37.712318250000003 4.5000000000000009 30.502469200000004 37.869926150000005 1.5000000000000002 9.5000000000000018 59.863160500000006 30.425002000000003 37.275078000000001 55.777112100000004 55.975961550000008 13.050000000000002 33.57500000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 10 -6 7 14 9 17 12 -10 27 -1 15 -7 -17 -9 20 24 21 22 -5 -22 -20 -8 -21 -4 29 -2
right_child=28 -3 3 18 5 6 25 8 11 -11 -12 -13 -14 -15 -16 16 -18 -19 19 26 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8342.8479936479034 -1760.4713226509452 -1336.6588590595707 -19420.827189403662 2323.8559819789944 -5763.4392580862586 51938.292255274697 13080.319072053549 51626.061844942167 -121047.55002367425 61125.49400445271 10083.776257232739 50995.102909284782 21354.281773660758 3639.5456491882951 4087.6142665047537 -5897.9875700909597 55185.837010150884 -43224.993528910214 -4151.712059718051 20756.56651018 1389.6059665301439 -2471.7940779071032 -62694.061040748529 16313.28178297571 -17174.215379833488 -7716.9977136609787 -1873.016825075229 -2230.9702939408594 -32.089728142282326 2606.7078679334163
leaf_weight=18879 51903 271300 2152 406 2341 1046 4165 77 33 277 10183 4260 1264 7766 2119 767 218 394 7747 1470 15763 12433 585 3839 6598 1770 3600 11294 3709212 164303
leaf_count=18879 51903 271300 2152 406 2341 1046 4165 77 33 277 10183 4260 1264 7766 2119 767 218 394 7747 1470 15763 12433 585 3839 6598 1770 3600 11294 3709212 164303
internal_value=0 -554.782 1191.86 2890.13 8914.77 18030.9 21713.4 31293.3 43071 5182.25 2518.17 49672.6 -2719.13 -4850.44 16987 30445.2 7621.07 -27718.6 -1976.37 -6268.84 547.045 -4951.16 -36057.1 4312.37 -10141.4 6877.92 4688.22 -4982.17 55.5071 1558.31
internal_weight=0 392746 121446 94801 42360 17467 15126 9191 5041 748 24893 4293 14710 26645 4150 2031 985 471 52441 19415 33026 13424 991 19602 14345 5935 5070 13446 3.92542e+06 216206
internal_count=4318164 392746 121446 94801 42360 17467 15126 9191 5041 748 24893 4293 14710 26645 4150 2031 985 471 52441 19415 33026 13424 991 19602 14345 5935 5070 13446 3925418 216206
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 1 5 0 1 1 5 3 1 6 5 3 5 4 2 5 4 3 5 5 1 5 2 2 3
split_gain=1.27859e+13 5.18272e+13 9.78769e+13 9.1431e+13 8.81879e+13 1.28057e+14 1.3491e+14 1.00686e+14 9.56198e+13 1.08787e+14 1.72727e+14 1.49184e+14 1.37565e+14 1.10083e+14 1.42394e+14 1.87002e+14 9.2932e+13 2.10703e+14 3.61113e+14 1.02857e+14 1.11119e+14 1.87179e+14 1.19552e+14 1.07279e+14 1.03214e+14 9.14564e+13 8.85317e+13 1.21085e+14 8.76609e+13 8.40971e+13
threshold=45.087005000000012 45.013473000000012 38.891822450000006 98.020000000000024 41.950906500000009 39.110397700000007 39.041623000000008 110.05000000000001 45.029420750000007 38.950530550000003 38.911476500000006 92.035000000000011 19.500000000000004 38.969379750000009 1.5000000000000002 109.05000000000001 15.500000000000002 64.805000000000021 1.5000000000000002 11.500000000000002 105.35000000000001 3.5000000000000004 11.500000000000002 120.05000000000001 132.05000000000004 39.262370300000008 88.015000000000015 19.500000000000004 5.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 25 9 10 11 -4 -13 14 15 -11 17 -16 -19 20 29 23 -23 -22 -25 -7 -15 -28 -24 -20
right_child=-2 2 4 -5 -6 7 -8 -9 -10 13 -12 12 -14 26 16 -17 -18 18 19 -21 21 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=-460.56084851212546 -63.827607072722742 -17959.594419417623 29337.486393929856 -165505.64075218025 11678.766447384678 -13655.301225081614 8864.9677631225441 -70370.641805177758 248.32399923655709 45325.530580655352 -24866.401775237176 -4462.4835766601564 -220019.0998005319 7993.4032880743371 6628.8492646480145 220319.45380735761 4959.9193587711643 439298.2974759615 -64590.608320312509 -23142.77038810484 246885.1543475457 180745.65397727274 -224442.05552884616 -49238.614262537805 186838.72784476902 1092.6107841946271 -13908.994360042525 -159261.09855917009 50255.955952380958 62803.49172750373
leaf_weight=280608 3795889 1804 1295 43 8564 8162 25313 247 165648 269 2377 80 47 13738 1154 79 2323 26 60 124 106 22 26 31 46 8673 948 61 21 380
leaf_count=280608 3795889 1804 1295 43 8564 8162 25313 247 165648 269 2377 80 47 13738 1154 79 2323 26 60 124 106 22 26 31 46 8673 948 61 21 380
internal_value=0 463.898 1537.32 -21394.6 1713.93 1344.91 2009.48 -6987.47 1090.64 7101.41 -8374.12 19194.2 -84235.4 10129.7 23515.2 85051.2 18557 34381.7 72418.3 60728.5 75757.5 128708 -11648 181628 91794.6 -6057.52 5893.59 -22696.4 -101705 45431.6
internal_weight=0 522275 241667 1847 239820 231256 214174 17082 188861 23213 3799 1422 127 19414 4667 348 4319 1996 842 816 692 252 69 183 77 16835 14747 1009 47 440
internal_count=4318164 522275 241667 1847 239820 231256 214174 17082 188861 23213 3799 1422 127 19414 4667 348 4319 1996 842 816 692 252 69 183 77 16835 14747 1009 47 440
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 5 0 0 3 5 2 0 0 1 5 2 0 1 0 1 5 5 6 0 5 3 1 1 0 3
split_gain=1.22915e+13 7.07712e+13 3.40248e+14 6.09308e+14 1.80473e+15 5.39158e+14 5.37819e+14 5.227e+14 3.65201e+14 5.55517e+14 2.98657e+14 2.98103e+14 1.17014e+15 3.82017e+14 3.84559e+14 3.63736e+14 3.45e+14 3.2972e+14 2.82866e+14 2.5888e+14 2.41849e+14 2.37254e+14 2.16627e+14 2.12734e+14 2.11349e+14 2.09819e+14 2.175e+14 1.99999e+14 2.25944e+14 1.99297e+14
threshold=10.500000000000002 30.410108300000001 30.332994000000003 59.950068600000009 59.916647550000008 86.02500000000002 59.755965500000009 59.990816400000007 8.5000000000000018 73.010000000000005 5.5000000000000009 59.950068600000009 59.990816400000007 30.226173900000003 100.05000000000001 6.5000000000000009 59.882016200000002 30.315880100000005 59.846652800000008 30.370618100000005 48.945000000000007 56.505000000000003 1.5000000000000002 59.939091550000008 61.020000000000003 8.5000000000000018 30.362552800000003 30.578016350000002 58.242297500000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 10 25 8 21 19 23 16 13 -13 15 -15 17 -1 -19 22 -8 -5 -10 -6 -9 26 -4 28 -3 -30
right_child=-2 27 3 7 5 -7 20 24 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=14.280339311606875 -216.70138202668215 -43747.710899982696 -56708.349233211346 -60855.260020426023 31449.981541567118 -3904.5389456115067 -20290.381327322437 -6744.3257831909395 -47602.818640579004 79295.977959418553 103981.53493485641 -41160.798070909572 -5547.7619246560134 40721.886932372159 -15534.147029240425 98925.143530292611 -13166.227983087514 -2605.6963235687313 63279.659880962005 -120857.33497305877 -50319.580673155469 -129847.7165783559 90910.471273148156 81573.522378394176 -51120.30900084466 -83488.12631547502 21253.208771016089 160.99001245192801 21006.006694076514 3085.4634328823176
leaf_weight=53400 1629650 790 398 1250 4102 2523 5726 6087 690 388 908 579 17751 6859 1012 1273 21498 1114 1570 427 5045 829 135 1067 1303 237 3547 2522474 10639 14893
leaf_count=53400 1629650 790 398 1250 4102 2523 5726 6087 690 388 908 579 17751 6859 1012 1273 21498 1114 1570 427 5045 829 135 1067 1303 237 3547 2522474 10639 14893
internal_value=0 131.354 -2060 -10651.2 -1545.69 34954.8 -22538.4 -29956.6 -60533.8 -25251.4 51088 774.572 9726 37610.9 42598.7 49833.1 -2395.38 1733.27 35933.8 -57651 -34355.7 -88366 -24937 41796.6 -14568.7 7897.78 13387.9 251.478 8923.11 10552.8
internal_weight=0 2.68851e+06 139718 34662 23553 8600 14953 11109 3719 1640 6077 105056 27474 9723 9144 8132 77582 56084 2684 1252 10771 2079 825 5169 7390 4182 3945 2.5488e+06 26322 25532
internal_count=4318164 2688514 139718 34662 23553 8600 14953 11109 3719 1640 6077 105056 27474 9723 9144 8132 77582 56084 2684 1252 10771 2079 825 5169 7390 4182 3945 2548796 26322 25532
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=2 0 3 5 1 5 5 1 6 5 2 1 1 5 1 0 0 1 6 5 0 0 1 0 1 0 1 1 3 0
split_gain=1.18484e+13 6.38367e+13 9.45257e+13 1.1761e+14 8.82929e+13 1.06913e+14 1.1585e+14 2.22197e+14 1.68676e+14 2.41844e+14 1.4058e+14 1.50806e+14 1.59467e+14 1.26969e+14 1.05974e+14 1.02218e+14 8.08427e+13 1.41598e+14 2.27065e+14 1.07589e+14 1.07432e+14 1.36491e+14 1.15193e+14 1.0586e+14 1.4205e+14 1.24045e+14 1.25595e+14 2.50421e+14 2.12203e+14 1.22882e+14
threshold=14.500000000000002 45.055827000000008 14.500000000000002 88.015000000000015 39.071052600000009 132.05000000000004 92.035000000000011 39.047276750000002 1.5000000000000002 114.05000000000001 19.500000000000004 38.984911950000004 38.975980350000007 123.15000000000002 39.032393150000004 45.022371150000005 55.695992150000002 37.39371280000001 1.5000000000000002 40.905000000000008 55.657530000000008 55.674875350000008 37.314272700000011 55.601678500000013 37.944765900000007 55.591389050000011 37.726745000000001 37.737121850000008 24.500000000000004 55.619594000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 10 -9 -10 11 12 -8 -13 15 -12 17 18 19 -4 -20 -22 -23 25 -25 -19 -27 28 -28 -26
right_child=1 2 16 -5 -6 -7 7 8 9 -11 14 13 -14 -15 -16 -17 -18 23 20 -21 21 22 -24 24 29 26 27 -29 -30 -31
leaf_value=-48.274709082216653 8003.0857076373759 -37437.326525687175 6750.0898670440411 -256894.21696428573 -3155.3774646249531 -36216.840038767165 54905.840976977779 -70443.345388104834 108690.93045414719 399575.0150240385 -171001.49401041667 -26944.385206666288 248876.53102430559 132787.43922697369 192046.36386718752 -20990.650810615167 1695.2920713189619 -1542.5399125898412 6324.6111122120119 43056.620326338008 -69053.578355368591 21793.584812747562 -72491.024067982464 -6647.3240372201399 -63454.981963609185 5651.7852098705152 319244.74244791665 -11400.460068340792 89977.80979815207 -7545.6339339914093
leaf_weight=3980118 14708 191 1267 28 8116 496 729 31 107 39 54 392 45 57 20 286 170352 115316 2716 2294 507 535 171 16523 863 945 48 234 254 722
leaf_count=3980118 14708 191 1267 28 8116 496 729 31 107 39 54 392 45 57 20 286 170352 115316 2716 2294 507 535 171 16523 863 945 48 234 254 722
internal_value=0 568.381 179.37 -65495.7 5422.74 9526.73 10904.5 35150.9 141410 186393 23269.7 39437.8 66183.2 -6666.63 -31656.9 -44815.9 225.359 -1533.17 11849.8 30138.8 -4726.12 -29469.5 -1043.06 -2276.21 -9390.51 -1173.22 27583.6 66250.8 126418 -37987.1
internal_weight=0 338046 312966 219 25080 16964 16468 1760 177 146 1583 1223 774 449 360 340 312747 142395 7490 3561 3929 1213 706 134905 18108 116797 1481 536 302 1585
internal_count=4318164 338046 312966 219 25080 16964 16468 1760 177 146 1583 1223 774 449 360 340 312747 142395 7490 3561 3929 1213 706 134905 18108 116797 1481 536 302 1585
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 1 0 0 0 0 0 4 6 3 5 1 1 1 1 1 0 3 4 0 0 1 2 2 3 0
split_gain=1.22003e+13 2.23046e+13 9.06245e+13 9.78423e+13 9.53252e+13 7.50143e+13 1.1958e+14 2.35251e+14 2.27986e+14 2.91308e+14 1.34593e+14 1.16102e+14 8.90186e+13 9.09789e+13 1.43178e+14 7.58577e+13 1.71414e+14 1.66689e+14 1.35545e+14 1.19878e+14 1.44048e+14 1.15139e+14 1.1241e+14 1.10418e+14 1.62553e+14 9.55102e+13 1.68961e+14 1.59474e+14 1.26842e+14 1.8221e+14
threshold=225.45000000000002 142.05000000000004 38.984911950000004 58.049540950000008 58.000519000000004 60.58031445000001 55.017213950000006 54.99493995000001 55.046835900000012 55.055104550000003 54.990279300000005 4.5000000000000009 1.5000000000000002 3.5000000000000004 161.85000000000002 50.388877400000005 49.964253350000007 49.201680550000006 52.307266200000008 52.395917250000004 55.734663800000007 8.5000000000000018 3.5000000000000004 55.745923000000012 55.734663800000007 49.073956850000009 4.5000000000000009 8.5000000000000018 24.500000000000004 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 15 7 10 -8 -10 -7 -9 -11 14 -14 16 17 25 -17 20 -20 -18 -23 24 -19 -4 -27 -28 29 -29
right_child=-2 2 3 -5 -6 6 8 11 9 12 -12 -13 13 -15 -16 18 21 23 19 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=8.7844644390500228 5347.6728121660399 7914.9412699473005 -16233.502538355395 -83518.012235014627 111616.47832322761 -11098.45506703152 69287.238720416164 -161203.76321437026 -145068.78577425392 45144.792122959363 207006.09908405173 -11147.844083333333 -57920.716894531251 -4604.2800537579415 198602.6435227273 -167813.7358056641 173040.71641626605 -108862.54808498477 -58528.804076086955 -41549.457794397946 288239.80846874998 -89899.920142045463 94002.783779761914 -182981.33120013299 163181.10005208335 94900.061973115371 -84417.023859920067 382946.02281250001 -91063.522940340918 51739.396667729598
leaf_weight=4297453 4262 4781 4359 171 67 1162 553 165 133 491 29 75 36 2597 55 80 78 82 23 666 25 55 84 94 30 224 172 20 44 98
leaf_count=4297453 4262 4781 4359 171 67 1162 553 165 133 491 29 75 36 2597 55 80 78 82 23 666 25 55 84 94 30 224 172 20 44 98
internal_value=0 -5.28333 -3680.63 -8431.95 -7315.16 -8012.31 706.294 -23988.8 9849.54 -74.6894 -5787.76 -114311 5991.44 -1160.46 97120.9 -15539.8 -11251.7 -14939.1 -44379.4 -30549.2 122080 75801.4 21235.5 -103066 -35993.7 -11247 27706.9 -17356.7 53843.1 107876
internal_weight=0 4.3139e+06 16449 11668 11497 11430 5296 1431 3865 3312 1191 240 3179 2688 91 6134 5340 5123 794 714 48 217 139 206 112 4917 558 334 162 118
internal_count=4318164 4313902 16449 11668 11497 11430 5296 1431 3865 3312 1191 240 3179 2688 91 6134 5340 5123 794 714 48 217 139 206 112 4917 558 334 162 118
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 3 5 0 1 5 0 0 1 0 1 1 5 0 5 0 3 5 0 1 5 1 0 0 4 0
split_gain=1.22758e+13 1.4189e+14 8.23988e+13 4.00253e+14 2.64891e+14 1.97993e+14 1.22809e+14 7.84159e+13 2.00775e+14 7.94212e+13 7.05908e+13 1.2274e+14 6.94888e+14 5.30744e+14 3.48288e+14 1.89052e+14 1.83121e+14 1.58822e+14 2.03392e+14 1.45381e+14 3.96047e+14 1.81015e+14 1.69977e+14 1.41229e+14 3.09076e+14 2.29456e+14 2.06437e+14 2.21101e+14 1.4019e+14 1.4567e+14
threshold=39.694727950000008 39.714575750000009 47.249522000000006 7.5000000000000009 76.730000000000018 20.500000000000004 104.75000000000001 63.563300600000012 33.101335500000005 74.010000000000005 56.121679000000007 55.193434200000006 40.247294600000011 55.299834250000011 48.712293450000011 49.236330900000006 112.04500000000002 55.212972300000011 73.995000000000019 55.842510000000011 12.500000000000002 60.005000000000003 55.86787755000001 52.307266200000008 116.06000000000002 50.158868250000005 55.755036050000008 55.619594000000006 1.5000000000000002 55.416472000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -4 -7 -1 -9 -10 11 -3 -13 17 16 19 28 -14 -19 -16 22 -22 -21 24 25 -17 27 -27 -15 -30
right_child=1 10 5 4 -6 6 -8 8 9 -11 -12 12 13 14 15 23 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-178.3855266494738 -6148.7041888664226 124.49799907874208 7249.6091647756521 19416.319462493087 68052.129722538884 -16236.897468756993 -136608.8519216954 16609.968611884116 -47035.678467720616 -198534.29131944446 966.67696506393429 -84458.591799998539 -7659.2996517261381 -2134.6694320241909 2643.3680356402697 340.92498199543331 -112080.687448602 -18864.052744994893 -63407.599121657076 28093.275977776764 -3458.0255421307747 -63924.71573645551 2303.7379995722522 142.71197036960766 -110993.38757763844 -43355.480669481869 -40390.095994527219 -1953.6451927126209 7270.2945424840764 -16569.883980076738
leaf_weight=1808696 5795 1511993 16434 5270 1422 3289 87 752 892 36 634779 1019 15257 19545 94588 18495 171 12585 1116 8535 1286 805 3648 116470 286 1588 2965 6871 2928 20561
leaf_count=1808696 5795 1511993 16434 5270 1422 3289 87 752 892 36 634779 1019 15257 19545 94588 18495 171 12585 1116 8535 1286 805 3648 116470 286 1588 2965 6871 2928 20561
internal_value=0 143.257 6728.62 13090.6 29751.1 2718.42 -19338.9 -198.444 -21793.1 -52912.8 57.3394 -256.25 -2007.56 -1751.17 -498.206 905.775 -8802.08 -14677.3 -22492.3 4062.98 13470.2 -26736.7 20371 -1437.5 -7530.78 -6541.77 -17684.6 -9725.97 -8391.69 -13598.1
internal_weight=0 2.50779e+06 32297 12487 6692 19810 3376 1.81038e+06 1680 928 2.47549e+06 1.84071e+06 328719 327700 298742 255537 43205 28958 13701 108862 14274 2091 12183 146675 30205 29919 11424 8459 43034 23489
internal_count=4318164 2507788 32297 12487 6692 19810 3376 1810376 1680 928 2475491 1840712 328719 327700 298742 255537 43205 28958 13701 108862 14274 2091 12183 146675 30205 29919 11424 8459 43034 23489
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=3 0 1 4 1 0 0 0 4 1 5 0 0 1 5 0 1 1 0 0 0 1 1 5 5 0 5 0 6 3
split_gain=1.28914e+13 4.82232e+13 5.12066e+13 4.38929e+13 4.98446e+13 5.39524e+13 6.46213e+13 8.96481e+13 9.09795e+13 5.29897e+13 4.67401e+13 5.1904e+13 1.09794e+14 1.12933e+14 4.23095e+13 5.79214e+13 1.64961e+14 5.07256e+13 3.77017e+13 3.85849e+13 5.59178e+13 5.39138e+13 9.10694e+13 3.38223e+13 3.80312e+13 2.95325e+13 5.80701e+13 5.05457e+13 3.18219e+13 2.83627e+13
threshold=2.5000000000000004 57.265292900000006 104.38035940000002 1.5000000000000002 28.619594500000002 54.708501450000007 54.736324100000012 54.725565150000001 3.5000000000000004 37.889331900000009 55.990000000000002 55.885524800000006 55.745923000000012 37.533784800000006 64.020000000000024 56.009576300000013 37.726745000000001 37.417247200000006 55.416472000000006 55.91302515000001 55.745923000000012 37.328003200000005 37.642309100000013 85.91500000000002 55.005000000000003 57.581016350000006 75.015000000000015 57.692655200000004 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -9 10 18 12 -12 -14 -13 16 17 -16 -6 20 -20 -22 -23 24 -8 26 -3 28 -27 -11
right_child=-2 25 -4 4 9 6 23 8 -10 29 11 14 13 -15 15 -17 -18 -19 19 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1544.5820233251798 -28.330890550621923 -12636.252497346124 -14200.592537152574 -20495.75514287534 9825.2385139597063 51857.473975409841 -19230.742454993208 388442.3547619048 90426.746015625016 -406.54149363214907 -18572.777037366599 -21199.146634253848 -41375.767962346319 -259253.41558493592 136036.00720108696 5454.2023440712383 -39228.834414062498 348431.23093039775 -11123.277603831079 3511.2068357348567 -36876.116407181835 -267411.40992431639 -24891.960846354166 -95585.12972470239 109358.92445652174 65193.144630547533 -93179.587696361545 -4987.1164192689785 10904.463794226913 4992.3560970945628
leaf_weight=24066 4205107 1325 1952 92 2143 61 46 21 20 11840 1726 187 61 39 23 152 40 22 582 945 131 32 30 21 46 119 96 11458 1165 54616
leaf_count=24066 4205107 1325 1952 92 2143 61 46 21 20 11840 1726 187 61 39 23 152 40 22 582 945 131 32 30 21 46 119 96 11458 1165 54616
internal_value=0 1053.76 1835.33 2158.23 3381.02 43590 71012.7 128717 243069 3210.91 -5698.73 -17156.2 -24475 -126348 14363.1 42422.8 108531 239874 974.666 -10052.5 -26591.5 -73236.8 -150063 18925.7 45064.1 -4403.66 -18077.6 -2878.72 15935.9 4030.47
internal_weight=0 113057 98894 96942 72876 307 215 102 41 72569 6113 2250 1826 100 424 237 85 45 3863 1720 775 193 62 113 92 14163 1421 12742 1284 66456
internal_count=4318164 113057 98894 96942 72876 307 215 102 41 72569 6113 2250 1826 100 424 237 85 45 3863 1720 775 193 62 113 92 14163 1421 12742 1284 66456
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=3 1 1 3 5 4 1 0 0 1 1 0 3 6 1 3 5 5 0 5 0 2 5 3 2 3 1 1 0 3
split_gain=1.252e+13 8.92737e+13 1.94292e+14 2.29143e+14 1.36349e+14 1.01119e+14 8.66309e+13 1.57127e+14 1.76652e+14 1.42072e+14 1.26908e+14 1.57767e+14 1.16063e+14 1.10637e+14 1.58306e+14 1.06622e+14 1.0327e+14 1.32975e+14 9.79852e+13 1.50075e+14 1.55072e+14 1.5494e+14 1.45331e+14 1.11396e+14 1.78512e+14 1.04496e+14 9.98474e+13 9.07039e+13 9.02451e+13 1.07465e+14
threshold=18.500000000000004 38.984911950000004 38.975980350000007 24.500000000000004 74.610000000000014 2.5000000000000004 49.111504200000006 51.67657710000001 51.717367500000009 39.262370300000008 49.148175700000003 55.820531900000013 25.500000000000004 1.5000000000000002 43.868031300000006 19.500000000000004 67.00500000000001 85.91500000000002 56.281985950000006 79.010000000000005 56.320495600000008 10.500000000000002 90.015000000000015 24.500000000000004 16.500000000000004 23.500000000000004 43.94115175000001 47.981192400000005 55.160271200000004 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 27 16 28 11 -8 13 -11 -15 -13 -9 -18 26 -20 22 -22 25 24 -23 -21 -16 -3 -10 -30
right_child=1 6 3 5 -6 -7 10 8 9 12 -12 15 -14 14 18 -17 17 -19 19 20 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=68.443969538483458 512.39834537499735 -2082.9172793934667 27851.000890492953 86915.637619975372 -56640.014247428247 257986.23830128205 10034.87443390622 -21495.392328004025 36404.59437741516 -12686.801356146392 -656.48223071840266 -8073.3840362013434 -46485.686932224948 -28578.153088358995 -103739.17631944445 103638.69230233917 -73201.973106293051 55909.347441551909 15269.380723990282 -21099.796249999999 39298.751199287282 468277.3904513889 -42443.14281901042 96402.308138020846 95660.955742187507 175277.66393694197 3207.6519803031765 105803.19298878206 24000.057014266305 313449.4983836207
leaf_weight=3717520 321710 84731 1407 303 221 39 1883 2182 186 12306 167109 114 783 1226 90 341 853 88 1648 40 57 36 120 30 20 84 2907 78 23 29
leaf_count=3717520 321710 84731 1407 303 221 39 1883 2182 186 12306 167109 114 783 1226 90 341 853 88 1648 40 57 36 120 30 20 84 2907 78 23 29
internal_value=0 -423.615 704.12 32013.1 16381.4 106424 -1741.57 -3961.82 -11349.7 -7827.63 -332.777 22804.1 -8772.28 -7181.59 3644.09 75649.3 -33437.1 -61127.8 11494.7 28429.2 84468.9 167156 36008.8 251899 335200 111930 -3.96449 -1983.69 68963.4 185424
internal_weight=0 600644 323680 1970 1628 342 276964 107517 22708 19585 169447 2338 19347 18564 6258 455 3123 941 5032 2035 387 143 244 86 56 124 2997 84809 238 52
internal_count=4318164 600644 323680 1970 1628 342 276964 107517 22708 19585 169447 2338 19347 18564 6258 455 3123 941 5032 2035 387 143 244 86 56 124 2997 84809 238 52
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=3 5 4 0 0 0 1 5 5 5 3 5 0 0 2 0 5 0 0 5 1 5 1 1 5 2 1 5 5 0
split_gain=1.1962e+13 3.1546e+13 4.85579e+13 4.35637e+13 7.76641e+13 6.30986e+13 6.41581e+13 5.34586e+13 7.2702e+13 5.42217e+13 4.19672e+13 3.74743e+13 3.42018e+13 3.48226e+13 5.38834e+13 5.96354e+13 4.22195e+13 3.9093e+13 6.66793e+13 7.85701e+13 5.22367e+13 6.26622e+13 4.72421e+13 1.08945e+14 4.68143e+13 1.57854e+14 1.89424e+14 4.37658e+13 4.00294e+13 3.79859e+13
threshold=31.500000000000004 52.020000000000003 1.5000000000000002 55.56564190000001 55.657530000000008 55.551692500000009 37.542000650000013 89.00500000000001 114.05000000000001 62.015000000000008 32.500000000000007 67.00500000000001 56.831297550000009 55.801980100000009 8.5000000000000018 55.664473600000008 68.52500000000002 55.708120100000009 55.719391050000006 75.750000000000014 37.436176200000013 75.015000000000015 37.516458750000005 37.39371280000001 71.715000000000018 12.500000000000002 37.767735350000002 76.730000000000018 78.010000000000005 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 11 7 -7 9 -9 -3 -8 -5 13 14 16 -16 -6 20 19 -19 -17 -22 23 -20 -24 26 -26 -27 -23 -18
right_child=1 3 -4 4 12 6 10 8 -10 -11 -12 -13 -14 -15 15 17 29 18 22 -21 21 28 24 -25 25 27 -28 -29 -30 -31
leaf_value=12.666595853225985 -706.81877685596726 -18030.528507297724 19488.583305407454 -31952.39935588431 -6032.1237170355253 -63796.843980823869 -28175.692692454271 -46144.17931126547 63251.961815402938 41061.897713967352 80887.00276332449 -126044.96003449676 -22916.590223709911 663.22109313830879 110318.16554054055 -118409.55937500001 16416.562505764432 -138290.62034254809 -20929.746460107504 25166.626779398106 -12433.646863863762 156106.98446514423 -19570.534559215197 75931.797501346984 -466596.13453125005 -114049.80270996095 -63652.559598214284 -23143.278287548354 26273.094939339077 86434.62279997053
leaf_weight=4293298 10026 258 1351 94 667 44 41 362 73 390 253 77 1140 5695 37 41 288 104 583 41 1539 26 792 145 20 64 28 307 274 106
leaf_count=4293298 10026 258 1351 94 667 44 41 362 73 390 253 77 1140 5695 37 41 288 104 583 41 1539 26 792 145 20 64 28 307 274 106
internal_value=0 -2186.98 1691.35 -5458.08 -7408.15 11103.2 48822.9 -669.008 -27785.7 17534.4 65677.6 -74321.6 -6446.38 -4700.91 -10735.8 -16048.8 9299.35 -17228.3 -26660.5 -92071.7 -6772.64 -4283.73 -21769 -1637.27 -33871.4 -60903 -231546 -38825.3 37525.4 35253.9
internal_weight=0 24866 11377 13489 12068 1421 338 1083 435 648 294 171 11897 10757 5062 4001 1061 3964 2084 145 1880 1839 1939 728 1211 419 48 371 300 394
internal_count=4318164 24866 11377 13489 12068 1421 338 1083 435 648 294 171 11897 10757 5062 4001 1061 3964 2084 145 1880 1839 1939 728 1211 419 48 371 300 394
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=0 4 5 4 3 3 1 0 5 5 1 4 5 2 1 2 1 5 3 5 5 6 5 1 1 5 4 4 5 5
split_gain=1.17577e+13 4.09786e+13 4.57738e+13 4.88569e+13 3.66078e+13 3.51304e+13 3.19168e+13 5.45414e+13 5.34044e+13 4.37404e+13 3.69432e+13 3.57007e+13 3.29314e+13 2.97443e+13 2.82753e+13 2.73667e+13 2.63577e+13 2.43948e+13 3.67766e+13 3.13156e+13 4.19718e+13 2.37763e+13 2.97115e+13 2.3723e+13 3.39947e+13 2.50494e+13 2.30612e+13 2.24515e+13 2.22904e+13 2.19238e+13
threshold=43.056445700000005 2.5000000000000004 64.020000000000024 1.5000000000000002 13.500000000000002 17.500000000000004 44.660994650000006 42.966471700000007 123.15000000000002 161.85000000000002 47.473138800000008 5.5000000000000009 99.555000000000021 4.5000000000000009 47.473138800000008 8.5000000000000018 47.854228500000012 79.730000000000018 4.5000000000000009 110.05000000000001 225.45000000000002 1.5000000000000002 98.020000000000024 47.854228500000012 47.981192400000005 225.45000000000002 1.5000000000000002 4.5000000000000009 109.05000000000001 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 9 10 -9 15 12 23 -8 -10 -5 21 -16 -4 -19 28 26 22 -3 25 29 -12 -21 -26 -20 -25
right_child=-2 4 17 14 5 -7 7 8 13 -11 11 -13 -14 -15 16 -17 -18 18 19 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-2612.597797732195 -14.305298136344767 60253.24840932653 -11760.148929582634 846.72228709158935 -26847.022639366252 70841.275629882817 -15330.460316931683 14262.863347132879 67220.887868554084 -111572.39169407895 9224.3600936801959 -127769.28714843752 -105456.50809795673 24875.346419366295 17775.982170595111 -50355.163096590913 -2575.2931841236073 -46672.200978973764 3885.9217970571563 -146430.28162802418 26064.546929572611 -5871.429258054508 -7484.3016321401128 -34747.666126598015 -5235.8931157359693 111767.34456380208 -46702.0114735479 71950.636650390617 86550.766730291201 -136341.24966517856
leaf_weight=7897 4285952 138 4298 2663 462 40 184 3144 323 38 3219 20 52 341 3437 110 781 162 2828 31 68 898 122 88 651 24 92 40 33 28
leaf_count=7897 4285952 138 4298 2663 462 40 184 3144 323 38 3219 20 52 341 3437 110 781 162 2828 31 68 898 122 88 651 24 92 40 33 28
internal_value=0 1903.38 -476.272 2754.63 7249.34 -19063.1 8651.55 10986.8 19705.2 -5857.2 3276.78 5507.21 -35188.7 45474.2 8914.34 -2689.08 14007.8 -6832.27 -242.336 2222.16 -36981.9 1838.79 28468.7 6165.37 -9177.06 9983.24 -71836.8 -767.787 4839.41 -59270.3
internal_weight=0 32212 22290 14778 9922 502 9420 8114 3808 1306 4306 4070 236 664 6881 1268 4218 7512 3214 3052 191 1158 260 4050 807 3243 123 691 2861 116
internal_count=4318164 32212 22290 14778 9922 502 9420 8114 3808 1306 4306 4070 236 664 6881 1268 4218 7512 3214 3052 191 1158 260 4050 807 3243 123 691 2861 116
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 3 1 1 6 5 1 0 1 1 5 1 0 3 5 1 5 1 5 1 2 0 1 0 5 1
split_gain=1.13658e+13 2.24188e+14 2.9137e+14 2.01445e+14 1.88607e+14 1.72476e+14 1.98529e+14 1.68379e+14 1.70739e+14 1.52391e+14 1.40431e+14 2.92504e+14 3.39538e+14 1.94765e+14 1.93752e+14 1.61983e+14 1.58099e+14 1.41956e+14 1.39129e+14 1.38022e+14 1.35316e+14 1.30328e+14 1.49625e+14 1.15799e+14 1.1381e+14 1.11441e+14 4.06742e+14 2.89633e+14 3.16252e+14 3.33973e+14
threshold=56.895161300000005 57.057093650000006 60.837513500000007 12.500000000000002 56.819808050000006 13.500000000000002 60.08989780000001 61.42204370000001 1.5000000000000002 78.710000000000022 60.648383500000008 56.831297550000009 60.58031445000001 60.628582700000003 105.35000000000001 60.611165000000007 56.852744000000008 19.500000000000004 104.75000000000001 59.76223980000001 101.05000000000001 60.55755580000001 69.610000000000014 35.911716050000003 6.5000000000000009 56.838612000000005 60.58031445000001 56.852744000000008 52.990000000000002 60.58031445000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 19 -1 7 -7 8 21 -5 11 12 18 14 -14 25 17 -17 -8 -2 -15 -6 -23 -10 -24 26 -13 28 -27 -30
right_child=1 -3 -4 9 5 6 10 -9 23 -11 -12 15 13 20 -16 16 -18 -19 -20 -21 -22 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=-47.926496710000492 -18603.565247211558 6.4449046889410839 -39258.362350203752 -16013.834179194877 12064.544139989572 -11148.289714707254 10947.934967451409 -50323.509528361581 37906.474351801378 -66830.660645959739 -9039.9246499036199 52317.371547787938 107243.6983598189 18733.36085988304 32345.444716868686 36643.332579352325 8031.4691049741514 133218.87982573008 -112780.14540296054 2467.0242232537598 -187598.04767857143 25319.402368143787 58748.380499398452 5981.1986723307955 149004.39967142741 -17032.246163904809 -29656.619076246345 -4850.9058812680241 36258.843518945905 164454.83260941235
leaf_weight=3465455 3740 722972 2826 5721 2507 12672 2097 497 1160 658 5971 729 946 346 544 553 1623 210 95 18421 35 1204 513 55267 192 514 3567 6239 576 314
leaf_count=3465455 3740 722972 2826 5721 2507 12672 2097 497 1160 658 5971 729 946 346 544 553 1623 210 95 18421 35 1204 513 55267 192 514 3567 6239 576 314
internal_value=0 -352.636 -8629.28 -5596.43 74.6408 4392.49 -996.651 7645.92 8119.45 -21255.6 4284.42 8611.13 32293.4 63583.3 79898.3 1894.14 25681 63223.8 5585.63 -1088.95 -220.968 27055.5 46742.4 6637.5 83328.7 -2859.64 -15746.2 4383.69 45419.8 81487.5
internal_weight=0 754338 31366 28540 3.56383e+06 98371 37031 61340 60843 6379 24359 18388 4063 1871 1490 14325 2386 763 2192 22161 381 4416 1909 56427 705 11939 4296 7643 1404 890
internal_count=4318164 754338 31366 28540 3563826 98371 37031 61340 60843 6379 24359 18388 4063 1871 1490 14325 2386 763 2192 22161 381 4416 1909 56427 705 11939 4296 7643 1404 890
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=2 0 3 5 1 5 5 1 5 3 2 0 0 0 0 5 5 5 4 0 3 0 1 6 1 0 5 0 3 5
split_gain=1.16363e+13 5.07878e+13 7.68261e+13 1.03605e+14 6.98886e+13 8.64792e+13 9.66926e+13 1.82719e+14 2.28548e+14 2.31156e+14 1.10951e+14 1.28665e+14 1.85771e+14 9.15588e+13 9.23492e+13 8.50264e+13 1.00116e+14 7.17654e+13 6.84487e+13 6.50267e+13 6.3699e+13 6.29931e+13 1.12618e+14 1.83558e+14 9.71315e+13 2.03052e+14 1.51793e+14 1.54024e+14 9.60307e+13 8.86336e+13
threshold=14.500000000000002 45.055827000000008 14.500000000000002 51.815000000000005 39.071052600000009 132.05000000000004 81.00500000000001 39.041623000000008 114.05000000000001 24.500000000000004 15.500000000000002 45.029420750000007 45.03656895000001 45.029420750000007 45.005863250000004 107.05000000000001 101.05000000000001 105.35000000000001 4.5000000000000009 45.053747000000008 21.500000000000004 55.695992150000002 37.39371280000001 1.5000000000000002 37.436176200000013 55.68356880000001 36.715000000000011 55.619594000000006 24.500000000000004 47.415000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 10 13 -10 11 17 -13 14 -9 16 20 -8 -6 -14 -16 22 23 29 25 26 -24 -28 -29 -4
right_child=1 2 21 -5 18 -7 7 8 9 -11 -12 12 19 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-47.840674782066095 6336.2893033986466 42420.234171195305 8004.1284661848349 -105641.21625520835 -2100.5908268786725 -32596.205478495936 21354.694266334678 -31858.794007316472 447894.93039772729 34918.297282608699 5908.389379704422 244403.28474014948 83684.038481957876 -120708.72454927885 179162.84371402138 -86588.646577380947 278700.37330357142 -149537.5846713362 -134900.01696213943 -50640.291705729171 49500.42983031147 1555.2982831569107 22365.978165095643 -4262.9299717437834 -1533.6238100353896 -202793.7722854873 38819.897692143524 -63183.246986163111 -19904.961392770958 40129.329327508858
leaf_weight=3980118 13696 69 1446 150 8077 496 161 63 33 23 1916 69 181 26 57 21 35 29 39 45 113 170352 794 3929 131625 59 302 864 1261 2115
leaf_count=3980118 13696 69 1446 150 8077 496 161 63 33 23 1916 69 181 26 57 21 35 29 39 45 113 170352 794 3929 131625 59 302 864 1261 2115
internal_value=0 563.271 216.289 -58991.7 4893.16 8544.45 9783.56 26816 92129.7 278280 16723.8 59450.2 100786 59036.4 75207.2 105053 124685 -4728.86 -2738.73 56938 92975.5 257.749 -1294.55 10640.6 -1957.2 -18955.2 -15587.8 -28004.5 -37501.4 27084.4
internal_weight=0 338046 312966 219 25080 16964 16468 2772 371 56 2401 485 295 315 289 226 205 190 8116 226 170 312747 142395 7490 134905 3280 3221 2427 2125 3561
internal_count=4318164 338046 312966 219 25080 16964 16468 2772 371 56 2401 485 295 315 289 226 205 190 8116 226 170 312747 142395 7490 134905 3280 3221 2427 2125 3561
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=1 3 3 6 5 1 1 3 0 0 0 0 6 2 5 0 3 5 5 1 0 1 3 3 1 0 0 5 1 0
split_gain=1.15117e+13 8.34475e+13 1.5326e+14 1.47224e+14 2.17198e+14 1.59557e+14 1.66136e+14 2.43618e+14 1.57403e+14 1.34626e+14 1.34921e+14 3.46502e+14 2.20303e+14 2.17326e+14 2.54325e+14 1.33133e+14 1.26278e+14 3.65454e+14 1.5236e+14 1.1751e+14 3.57602e+14 3.07983e+14 2.58497e+14 2.04656e+14 1.67687e+14 1.47436e+14 1.22527e+14 1.29967e+14 1.15568e+14 1.19953e+14
threshold=30.305955500000003 14.500000000000002 21.500000000000004 1.5000000000000002 65.905000000000015 30.160599000000001 30.278357500000002 17.500000000000004 60.042666650000008 59.846652800000008 60.017447350000005 60.003414000000006 1.5000000000000002 8.5000000000000018 73.995000000000019 59.982527000000012 16.500000000000004 102.01000000000001 99.555000000000021 30.278357500000002 59.990816400000007 30.243224600000001 17.500000000000004 19.500000000000004 30.102666750000001 60.003414000000006 60.035045000000004 62.995000000000012 30.243224600000001 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 16 -8 19 -4 11 -11 13 -13 -15 -9 17 -7 28 21 22 23 -21 24 -3 -22 -25 -28 29 -18
right_child=-2 2 9 -5 5 6 7 15 -10 10 -12 12 -14 14 -16 -17 18 -19 -20 20 25 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=829.61070537942658 33.358185993933482 7285.4810364722189 -33430.88464701864 -2637.4492865522011 -16053.066308416581 -65466.502723858168 -145479.51195963542 -131228.86255063658 -61804.739326229173 3367.8980037310089 -2863.6740034560999 12198.722782298324 14054.325546711167 81588.304845197563 228848.01788033149 36657.06136824307 -111973.51134483624 393705.62875000003 -231638.35818452379 -237987.89602678572 35348.145410744546 -58410.042670538161 -26530.648524263685 -3499.7902178431923 -24948.342157883002 164670.90795491537 51079.170526321104 260463.37802419357 -134296.58893167748 -2218.1564620470217
leaf_weight=111623 4145141 2807 1055 18918 1378 130 120 54 554 9247 16182 313 909 565 148 377 187 20 84 70 1079 1213 332 525 3797 96 678 31 318 213
leaf_count=111623 4145141 2807 1055 18918 1378 130 120 54 554 9247 16182 313 909 565 148 377 187 20 84 70 1079 1213 332 525 3797 96 678 31 318 213
internal_value=0 -799.168 -3760.23 -8397.92 -16147.1 -40630.8 -63164.5 -19463.1 -9838.97 1621.94 2973.38 11420.4 49902.1 81661.9 112156 15622.6 -88458 -4243.55 -104209 -7130.18 18060.7 -11519.3 -63351.6 -4262.55 -11247.5 45914.1 33118.8 60234.2 -89300.6 -53528.8
internal_weight=0 173023 61400 32981 14063 2881 1503 551 11182 28419 27364 11182 1935 1026 713 431 952 150 802 10628 1577 9051 402 7838 6604 1175 1234 709 718 400
internal_count=4318164 173023 61400 32981 14063 2881 1503 551 11182 28419 27364 11182 1935 1026 713 431 952 150 802 10628 1577 9051 402 7838 6604 1175 1234 709 718 400
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=3 5 4 3 5 1 1 0 0 5 0 0 0 1 1 1 3 1 5 0 0 0 1 0 0 0 5 5 3 1
split_gain=1.15983e+13 7.08799e+13 1.45734e+14 1.49259e+14 1.3069e+14 1.35088e+14 3.45032e+14 1.28595e+14 1.78502e+14 1.46902e+14 1.25344e+14 1.54716e+14 2.32173e+14 1.63617e+14 1.58128e+14 1.25705e+14 1.23208e+14 1.22563e+14 1.21636e+14 1.20701e+14 1.55875e+14 2.69917e+14 1.63941e+14 2.36231e+14 1.39866e+14 1.22286e+14 1.17447e+14 3.01963e+14 1.5936e+14 1.41411e+14
threshold=9.5000000000000018 80.00500000000001 3.5000000000000004 4.5000000000000009 118.33500000000002 37.342273500000012 37.792847950000002 55.055104550000003 54.864040150000001 87.395000000000024 50.565831500000009 54.736324100000012 54.864040150000001 55.912026600000011 56.022377500000012 50.227799100000006 7.5000000000000009 36.546174950000008 109.05000000000001 55.173809400000003 55.56564190000001 55.535913550000011 30.102666750000001 57.692655200000004 55.576287050000012 59.939091550000008 100.05000000000001 91.050000000000011 5.5000000000000009 82.888608650000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 8 -8 -9 16 15 13 -13 -15 -12 -5 -18 -10 26 21 -21 23 -22 -24 -25 27 -14 29 -28
right_child=-2 2 4 10 -6 6 7 9 18 -11 11 12 19 14 -16 -17 17 -19 -20 20 22 -23 24 25 -26 -27 28 -29 -30 -31
leaf_value=-343.75052425905653 147.92718042040477 -3357.8257627297207 -20998.539747099963 -7434.3459802388188 4715.9346666997562 46012.295465170253 -4663.7425832818535 1631.4266280146478 14315.647886583623 -23148.945340417566 30610.914461715805 -100442.10468177423 13384.808841015158 110208.99293836806 -30275.609730742988 5497.7237104985261 146625.09596354168 9508.7991248692451 72585.415538149144 -760.34320956310603 -257164.62815896739 -90448.825919469484 126790.94415690105 -58072.103812073707 7746.7193440025458 21832.747567072889 49079.2522198933 75728.185808643102 18522.337127698131 -55411.299028510555
leaf_weight=1808522 2379540 19036 5344 10454 15625 1334 9194 3708 1421 6742 5401 307 2600 90 730 3159 66 5313 479 1328 46 449 99 449 32081 334 164 1108 2425 616
leaf_count=1808522 2379540 19036 5344 10454 15625 1334 9194 3708 1421 6742 5401 307 2600 90 730 3159 66 5313 479 1328 46 449 99 449 32081 334 164 1108 2425 616
internal_value=0 -181.571 2072.85 4459.1 -2621.33 -6683.59 -3339.8 -6395.67 1102.62 -14356.1 6672.8 9069.79 6616.62 -38170.5 -14856.6 21343.1 -1106.62 11191.2 29005.8 7827.08 5428.67 -23422.2 6981.82 -36926.2 8112.95 -23987.5 19895.8 32013.8 5875.91 -33441.5
internal_weight=0 1.93862e+06 130102 86255 43847 28222 22878 21544 11094 10450 67219 51386 42826 1127 820 8560 15833 5379 1900 41699 34786 1777 33009 829 32180 783 6913 3708 3205 780
internal_count=4318164 1938624 130102 86255 43847 28222 22878 21544 11094 10450 67219 51386 42826 1127 820 8560 15833 5379 1900 41699 34786 1777 33009 829 32180 783 6913 3708 3205 780
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 1 2 1 1 1 1 3 1 1 3 1 3 4 0 0 1 2 2 3 0 1 0 0 0 3
split_gain=1.47841e+13 3.70475e+13 5.79613e+13 4.5944e+13 1.48024e+14 9.58582e+13 6.84892e+13 1.17285e+14 6.31214e+13 5.68494e+13 5.61942e+13 5.83969e+13 5.59992e+13 5.58891e+13 5.484e+13 4.16951e+13 6.1011e+13 4.01416e+13 5.6554e+13 5.84706e+13 4.60453e+13 6.98626e+13 4.30219e+13 4.21388e+13 5.0364e+13 5.29634e+13 3.93445e+13 5.04986e+13 3.75647e+13 3.73493e+13
threshold=102.01000000000001 104.75000000000001 12.500000000000002 59.904813200000007 59.982527000000012 37.214886200000009 18.500000000000004 30.243224600000001 30.278357500000002 82.933113850000026 83.053286850000021 16.500000000000004 82.926290250000008 30.370618100000005 21.500000000000004 30.434657650000002 19.500000000000004 3.5000000000000004 59.853570100000006 59.950068600000009 36.761894450000007 4.5000000000000009 3.5000000000000004 5.5000000000000009 59.846652800000008 30.362552800000003 59.916647550000008 59.950068600000009 60.029906750000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 5 8 15 13 -8 -5 12 11 -11 -7 28 -10 -4 -17 20 -19 -20 21 -2 -21 -23 -25 26 -26 -28 -6 -12
right_child=1 -3 3 4 6 9 7 -9 14 10 29 -13 -14 -15 -16 16 -18 18 19 22 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=29.696763313488351 5224.308440989369 -539.02339289193606 -30015.315078583211 234942.85292338711 -6419.0325208333343 -7202.3289512166803 269717.35906250001 -72752.068437499998 13021.721174568966 -96189.663437500014 40022.746194786661 -27614.919289744546 134814.35842633931 86310.960654633629 183435.57879464288 -56439.338802083337 -166120.63726325758 -5340.5230397228997 -104572.03804175969 -74864.767726643884 -382.75817727433878 195468.23664772729 52151.770221354171 -6658.6177162247477 135216.48416666666 180282.0851934524 -49234.944970703131 79355.174239864864 -96074.123459551425 -41974.036448936859
leaf_weight=4209727 636 97665 341 31 75 3313 20 20 58 205 130 315 28 29 28 219 66 1461 126 48 3008 22 60 99 45 42 52 74 124 97
leaf_count=4209727 636 97665 341 31 75 3313 20 20 58 205 130 315 28 29 28 219 66 1461 126 48 3008 22 60 99 45 42 52 74 124 97
internal_value=0 -1152.88 -6718.49 -14455.7 18759.5 -17168.4 -22210.1 98482.6 112604 -11588.2 -36527.6 -54649.2 -6012.13 -43384.2 68505.3 -53609.3 -81839.2 235.87 -12650.7 -58292.6 5726.77 24672.6 -4300.02 61705.8 52273.9 79665 54952.1 26286.2 -62284.5 4984.47
internal_weight=0 108437 10772 5099 385 4714 268 40 117 4088 747 520 3341 228 86 626 285 5673 1695 234 3978 970 108 334 312 213 171 126 199 227
internal_count=4318164 108437 10772 5099 385 4714 268 40 117 4088 747 520 3341 228 86 626 285 5673 1695 234 3978 970 108 334 312 213 171 126 199 227
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=5 4 0 0 1 2 2 2 1 0 0 0 3 2 3 0 4 1 0 1 3 0 1 5 3 1 3 1 2 0
split_gain=1.33002e+13 6.24725e+13 6.33465e+13 9.22402e+13 8.91738e+13 7.16882e+13 1.66147e+14 7.1671e+13 6.66001e+13 8.2817e+13 6.1622e+13 5.50033e+13 8.68704e+13 5.6412e+13 6.83826e+13 6.98054e+13 8.72557e+13 8.35254e+13 5.94524e+13 1.26905e+14 1.0229e+14 1.2183e+14 9.4608e+13 1.1597e+14 8.53854e+13 7.26321e+13 1.1265e+14 6.71605e+13 8.12127e+13 6.60691e+13
threshold=112.04500000000002 3.5000000000000004 60.003414000000006 60.017447350000005 30.278357500000002 10.500000000000002 9.5000000000000018 9.5000000000000018 37.889331900000009 58.049540950000008 59.863160500000006 59.990816400000007 16.500000000000004 17.500000000000004 8.5000000000000018 59.950068600000009 6.5000000000000009 30.362552800000003 59.846652800000008 37.342273500000012 13.500000000000002 55.349623500000007 37.39371280000001 177.02500000000003 23.500000000000004 35.911716050000003 15.500000000000002 36.546174950000008 14.500000000000002 59.755965500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 7 5 6 -3 -4 11 -10 -8 13 -13 14 15 16 -6 -17 19 24 -21 -22 -23 -24 25 26 29 -27 -29 -16
right_child=1 2 3 -5 8 -7 10 -9 9 -11 -12 12 -14 -15 18 17 -18 -19 -20 20 21 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=22.402686707502259 -4251.0498104441658 -23024.419987201334 143068.92266369049 14120.044224345216 7036.7300131484881 -83529.104408318017 186422.50222800928 -15685.580313501603 283.32356558074838 -95290.048721883591 -9035.0817255434795 41692.848375000001 -219381.55853365385 -38178.920654296875 -88769.301750837069 -20591.949652273997 102007.13096766709 -196064.32788254312 57552.581753364793 87312.128071465559 -101626.15022474316 157500.61414473684 31088.53030173562 -192447.39065755208 -129930.4035435268 114302.27855603449 42481.374638856134 -8315.3248920938258 140999.78756260016 -293291.89212091622
leaf_weight=4248930 36120 1337 105 939 2295 170 54 39 24721 91 23 25 26 208 56 420 101 29 505 332 73 57 704 24 56 58 53 552 39 22
leaf_count=4248930 36120 1337 105 939 2295 170 54 39 24721 91 23 25 26 208 56 420 101 29 505 332 73 57 704 24 56 58 53 552 39 22
internal_value=0 -1374.87 1762.41 25548.7 958.173 -22174.6 -14798.2 100073 2161.65 -67.1994 128039 11975.7 -91403.9 12919.9 14896.9 4259.24 11040.1 -31925.4 26854.4 19202.6 40179.9 21942.2 33433.3 23719.2 -10657.4 -2094.26 -70015.2 11615.5 1537.96 -146455
internal_weight=0 69234 33114 1083 32031 1584 1414 144 30447 24812 77 5635 51 5584 5376 2845 2396 449 2531 2026 1190 858 785 728 836 780 131 649 591 78
internal_count=4318164 69234 33114 1083 32031 1584 1414 144 30447 24812 77 5635 51 5584 5376 2845 2396 449 2531 2026 1190 858 785 728 836 780 131 649 591 78
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=3 2 2 3 5 5 0 0 5 1 1 4 1 1 5 1 1 1 4 0 0 1 4 6 1 1 0 4 5 5
split_gain=1.1788e+13 4.76398e+13 3.96121e+13 5.57339e+13 3.04908e+13 2.98415e+13 3.35987e+13 5.54772e+13 6.01408e+13 5.04584e+13 6.64405e+13 6.09194e+13 3.38453e+13 2.60975e+13 3.87421e+13 2.38708e+13 8.2086e+13 6.26988e+13 4.0309e+13 3.38631e+13 5.60042e+13 2.87258e+13 2.33086e+13 3.66192e+13 2.44067e+13 4.1046e+13 2.28171e+13 1.08073e+14 5.99661e+13 1.27356e+14
threshold=2.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 40.405000000000008 73.010000000000005 61.785186750000001 59.939091550000008 99.555000000000021 30.332994000000003 30.410108300000001 3.5000000000000004 53.243495500000009 20.507360500000004 62.995000000000012 30.388336800000001 30.425002000000003 30.305955500000003 2.5000000000000004 54.811549550000009 54.708501450000007 30.332994000000003 2.5000000000000004 1.5000000000000002 39.899261850000009 43.048525950000005 60.693675950000006 2.5000000000000004 78.710000000000022 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 15 7 9 -9 11 -11 -7 -8 14 -6 17 -17 19 21 20 -4 -19 23 -12 -25 -26 -2 28 -28 -30
right_child=26 -3 5 4 13 6 12 8 -10 10 22 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-1988.7384937059517 -53.917649784469816 141882.43424479169 -20140.460894097225 892.81673900067403 138193.80354729731 -176690.14929887821 -145362.74759114583 7774.5805838815795 146073.30740940824 168800.66205357143 53492.105977470928 18714.815943287038 -9168.6299092060817 6128.1653489985938 13420.000791529605 188764.54067595111 -203.07232659360147 -221796.63344907408 7523.7410400390627 -14221.333533303608 200640.83578125003 -79619.059689127607 -7134.5981061566872 -74982.008579799105 82606.795864868167 -42001.718684467516 -474.7275131415754 8829.6256079230443 -183733.95557193397 -17364.868822087941
leaf_weight=18919 4150065 24 27 15810 37 39 36 95 47 21 43 27 37 30290 76 23 42731 27 24 622 20 30 3721 147 32 152 38349 16291 53 349
leaf_count=18919 4150065 24 27 15810 37 39 36 95 47 21 43 27 37 30290 76 23 42731 27 24 622 20 30 3721 147 32 152 38349 16291 53 349
internal_value=0 1007.65 977.738 2583.15 4454.82 -1205.17 -9056.16 -7920.36 53549.5 -10007.6 -8616.63 -96751.8 -76332.9 6307.12 54275.1 -411.665 -101.415 -18097.5 -101191 -8036.84 73809 -146966 -9526.47 -33323.6 -44601.8 -20330.7 -27.0913 1995.56 -877.489 -39299.1
internal_weight=0 113057 113033 65132 46213 47901 4397 4324 142 4182 4116 66 73 30403 113 43504 42754 750 81 669 47 57 4095 374 331 184 4.20511e+06 55042 38751 402
internal_count=4318164 113057 113033 65132 46213 47901 4397 4324 142 4182 4116 66 73 30403 113 43504 42754 750 81 669 47 57 4095 374 331 184 4205107 55042 38751 402
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=0 0 3 0 1 1 1 1 6 5 1 5 1 5 3 3 1 3 5 5 3 5 0 1 5 5 3 5 5 0
split_gain=1.12107e+13 2.43707e+14 1.06437e+14 9.29827e+13 2.32203e+14 2.23769e+14 2.67508e+14 2.05705e+14 1.92344e+14 2.00981e+14 1.8764e+14 1.77171e+14 1.34167e+14 1.10307e+14 1.06985e+14 1.53071e+14 1.02504e+14 9.61569e+13 1.13097e+14 1.11162e+14 9.5465e+13 1.65234e+14 9.33263e+13 1.28627e+14 1.37568e+14 8.94756e+13 9.36526e+13 8.79871e+13 8.69407e+13 8.60516e+13
threshold=53.37994195000001 53.516665650000007 5.5000000000000009 53.145783300000012 83.761389800000003 50.227799100000006 49.964253350000007 45.148007750000012 1.5000000000000002 56.005000000000003 44.660994650000006 64.020000000000024 50.158868250000005 116.06000000000002 24.500000000000004 11.500000000000002 83.663637000000008 19.500000000000004 64.805000000000021 66.040000000000006 10.500000000000002 161.85000000000002 52.719210700000012 45.148007750000012 87.395000000000024 109.05000000000001 4.5000000000000009 128.92000000000004 49.995000000000012 53.204054050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 22 5 6 7 10 17 29 13 16 14 -5 15 27 -7 19 -19 -8 -13 -22 -1 -24 -25 -14 -27 -11 -4 -10
right_child=1 -3 28 4 -6 11 8 -9 9 12 -12 20 25 -15 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=116.52394541165191 -5570.2577764630605 -30.672702375465089 -10752.099719928488 -23422.82719267717 18005.636176583252 -4152.5976324591966 -670.58698320545443 -53183.673269549385 -205.99132179559513 51327.241008400175 11456.387539865187 -8239.5470649247363 22007.696553029931 -173823.15914062501 143697.68420054612 14962.160259046959 5477.9964765153572 3031.9935079016454 -29528.910063414212 42334.415477593255 -26477.807212551415 -194193.47069010418 11734.297633831691 -9583.2728509939498 -75770.33324919609 121728.93218149038 -40854.728345041993 125596.70474137932 -33389.163077195612 16111.477423866796
leaf_weight=976850 10138 3207695 3493 1974 9569 24153 2070 969 5800 1916 3336 6831 4440 50 103 1420 20375 2358 1948 847 2803 60 2986 14461 321 39 387 174 3299 7299
leaf_count=976850 10138 3207695 3493 1974 9569 24153 2070 969 5800 1916 3336 6831 4440 50 103 1420 20375 2358 1948 847 2803 60 2986 14461 321 39 387 174 3299 7299
internal_value=0 -93.8304 -12060.2 276.687 3200.62 1615.11 7832.33 -10782.8 11923 16651.1 -3117.41 -2412.98 28646.6 -27138.3 43244.9 40297.2 254.143 -2201.82 -11698.3 11816.6 -14664 -29992.6 -14.1169 -7196.5 -11020.6 17807.4 -25970.3 57510.4 -21747.3 8886.4
internal_weight=0 3.22462e+06 16930 1.09354e+06 98921 89352 35130 6329 28801 21578 5360 54222 8479 2024 3613 3510 44528 7223 4306 2917 9694 2863 994618 17768 14782 4866 426 2090 6792 13099
internal_count=4318164 3224625 16930 1093539 98921 89352 35130 6329 28801 21578 5360 54222 8479 2024 3613 3510 44528 7223 4306 2917 9694 2863 994618 17768 14782 4866 426 2090 6792 13099
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 5 1 1 1 4 3 1 0 2 1 0 5 1 2 1 1 0 6 4 1 3 0 2 3 0
split_gain=1.14258e+13 2.04361e+13 7.22188e+13 7.96186e+13 7.70452e+13 6.62197e+13 1.46757e+14 1.3929e+14 2.42363e+14 1.37493e+14 1.11778e+14 1.36557e+14 1.04932e+14 1.04777e+14 1.03454e+14 9.2731e+13 1.45728e+14 1.3694e+14 1.41336e+14 9.61333e+13 8.82039e+13 8.50834e+13 8.45891e+13 1.31603e+14 7.82865e+13 7.45778e+13 1.10104e+14 8.9077e+13 7.70077e+13 1.383e+14
threshold=225.45000000000002 142.05000000000004 38.984911950000004 58.049540950000008 58.000519000000004 132.05000000000004 82.966612450000014 82.91993380000001 82.911991800000024 3.5000000000000004 15.500000000000002 39.021425200000003 44.580511600000001 3.5000000000000004 61.396377350000009 45.029420750000007 137.05000000000004 55.957851400000003 4.5000000000000009 39.726951800000002 84.920232800000022 53.973051950000006 1.5000000000000002 3.5000000000000004 45.148007750000012 12.500000000000002 60.003414000000006 1.5000000000000002 4.5000000000000009 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 7 8 10 -10 11 12 -7 -11 21 16 -12 18 19 -17 -8 -13 23 -16 -21 26 27 -14 -29 -30
right_child=-2 2 3 -5 -6 6 20 -9 9 13 15 14 25 -15 22 17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-10.631589187419664 5175.1348994125728 6828.13355820382 -7383.9398996524369 -75498.070808954973 100164.61502922401 128628.68167489037 99531.729858028528 -26053.967879623964 48916.567513386588 80424.266435185185 -110495.07934827302 19740.53287109375 39304.975893861461 330662.19517045456 1746.6549884733606 -86533.051609416187 24995.263615036012 -28560.112969407302 39719.584657415624 201631.01380208333 21555.398733501555 57420.864366817397 -6528.7537638668018 242849.27743055555 -62752.536960565478 47564.594560219797 51405.777719907412 -79166.311019103174 -2138.6883225261954 -87047.181550450492
leaf_weight=4287425 4262 4781 11430 171 67 57 264 1245 89 27 209 1175 191 44 61 166 128 1040 882 24 322 1223 1012 36 21 209 216 292 847 248
leaf_count=4287425 4262 4781 11430 171 67 57 264 1245 89 27 209 1175 191 44 61 166 128 1040 882 24 322 1223 1012 36 21 209 216 292 847 248
internal_value=0 -5.11287 -3523.15 -7764.62 -6757.19 8.35282 8125.05 5111.29 9844.82 131714 7418.66 15274.1 -5161.16 235501 27277.7 -10286.3 -59032.9 -2584.62 22131.3 -51389.3 56684.7 38957.8 2021.66 91228 78252 -8968.46 -15554.5 -24720.2 -33536.9 -21369.1
internal_weight=0 4.3139e+06 16449 11668 11497 4.29745e+06 10028 9442 8197 160 8037 5567 2060 71 3507 2470 337 2133 1093 211 586 2398 1109 97 45 2003 1794 1578 1387 1095
internal_count=4318164 4313902 16449 11668 11497 4297453 10028 9442 8197 160 8037 5567 2060 71 3507 2470 337 2133 1093 211 586 2398 1109 97 45 2003 1794 1578 1387 1095
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=5 4 2 0 0 3 4 0 0 1 5 3 1 5 3 0 1 5 3 0 2 5 0 3 0 3 0 3 0 0
split_gain=1.18368e+13 5.00443e+13 5.70513e+13 7.09711e+13 4.88693e+14 2.33725e+14 6.25577e+13 1.19171e+14 9.91118e+13 8.0377e+13 1.74604e+14 1.70415e+14 1.38792e+14 1.11955e+14 1.05065e+14 7.15974e+13 7.13079e+13 1.38313e+14 6.96105e+13 6.14201e+13 1.05007e+14 5.88532e+13 9.18964e+13 1.11925e+14 1.88231e+14 1.35544e+14 1.1624e+14 9.44239e+13 8.76708e+13 8.43867e+13
threshold=112.04500000000002 3.5000000000000004 12.500000000000002 45.005863250000004 45.013473000000012 23.500000000000004 2.5000000000000004 56.24640500000001 56.819808050000006 82.911991800000024 125.85000000000001 23.500000000000004 82.940215400000014 132.05000000000004 13.500000000000002 53.204054050000003 65.610478850000007 114.05000000000001 16.500000000000004 45.022371150000005 15.500000000000002 161.85000000000002 59.609407350000005 4.5000000000000009 59.755965500000009 5.5000000000000009 59.853570100000006 7.5000000000000009 57.178027650000011 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 21 -4 5 -5 7 15 -9 14 12 13 -11 -12 -8 -6 18 -18 -16 20 -20 22 28 24 -24 26 -25 -27 -2 -28
right_child=1 -3 3 4 6 -7 9 8 -10 10 11 -13 -14 -15 16 -17 17 -19 19 -21 -22 -23 23 25 -26 27 29 -29 -30 -31
leaf_value=21.134310441161968 -8191.8570924561645 1510.9003039435675 -38851.204170747536 45275.15374065897 84562.360194284542 453372.02829861111 194253.43194444446 225893.71663602942 54590.2392578125 224437.89726562501 269541.30821242562 -133447.01547534496 41074.193591694086 10106.716865234375 -24885.779821856304 -14517.072617685111 -155109.87097942072 -16699.433853412149 81731.508072916666 11008.373956316769 -179367.94109738374 7137.2268112747761 178475.59862689395 163929.30651523921 -73577.136845366374 -52827.890756291934 -114025.62508928572 9452.5706036566316 -41707.899861341422 45407.098449612407
leaf_weight=4248930 22896 33114 343 23 95 36 27 51 100 73 21 77 95 80 773 314 82 604 24 2892 43 3240 33 81 290 276 35 2063 808 645
leaf_count=4248930 22896 33114 343 23 95 36 27 51 100 73 21 77 95 80 773 314 82 604 24 2892 43 3240 33 81 290 276 35 2063 808 645
internal_value=0 -1297.02 -3871.27 5259.61 8056.29 294283 4900.35 36526.2 112448 1203.74 47628.6 -21384.9 120750 64048.6 -2409.98 8496.49 -3611.87 -33244.1 1835.01 8815.46 -85839.8 -5601.1 -7122.55 8193.82 -47825.6 14030.7 50689.8 2103.53 -9334.32 37201
internal_weight=0 69234 36120 5753 5410 59 5351 560 151 4791 346 178 168 101 4445 409 4418 686 3732 2959 67 30367 27127 3423 323 3100 761 2339 23704 680
internal_count=4318164 69234 36120 5753 5410 59 5351 560 151 4791 346 178 168 101 4445 409 4418 686 3732 2959 67 30367 27127 3423 323 3100 761 2339 23704 680
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=1 5 0 0 0 0 1 4 5 5 0 1 0 1 1 0 1 0 0 1 0 6 5 1 3 6 5 0 2 3
split_gain=1.12097e+13 4.63535e+13 5.07251e+13 4.9074e+13 5.88228e+13 7.00483e+13 4.82791e+13 4.55178e+13 8.21534e+13 1.1351e+14 4.35964e+13 3.91752e+13 1.20238e+14 7.76009e+13 1.34586e+14 1.25682e+14 1.07339e+14 9.30469e+13 7.45563e+13 9.327e+13 1.22128e+14 1.75861e+14 1.04526e+14 6.59718e+13 1.12514e+14 6.8249e+13 6.59666e+13 6.98489e+13 6.86421e+13 5.98832e+13
threshold=91.398302750000013 37.995000000000012 56.093493200000005 61.785186750000001 59.609407350000005 58.049540950000008 114.17164950000002 1.5000000000000002 47.815000000000005 48.035000000000004 63.563300600000012 104.38035940000002 52.485928400000006 92.928903050000017 92.896330950000007 56.028355650000009 92.815157350000007 56.028355650000009 53.719078300000007 92.815157350000007 55.993277250000013 1.5000000000000002 84.030000000000015 113.46563545000002 6.5000000000000009 1.5000000000000002 120.05000000000001 56.028355650000009 13.500000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 4 5 -4 -5 8 -8 -10 -9 12 -3 14 15 18 -17 29 -14 -20 -21 -22 -23 24 -13 -26 27 28 -16 -15
right_child=1 2 3 6 -6 -7 7 10 9 -11 -12 23 13 17 26 16 -18 -19 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-29.709877993553512 -2592.0918918660695 16140.41936842354 -5975.352127402617 -12393.829626133624 -39646.904908008022 33395.446693511702 6951.6192465932754 19579.520210767663 -185278.727188847 -9107.1829390092335 -79677.915759548618 -1123.6861361322415 -6766.1483005831387 20674.689865282508 -9121.210101074219 -19427.039431570778 3677.4585904879241 13273.258966411535 12877.717648209835 -14533.039897864161 -11743.356749989312 19244.042680055365 74358.379706200139 3626.4160247598275 5104.4159975827397 -35260.821997355306 -30567.252415737457 22729.957287269361 64883.207301034177 -7983.090334286564
leaf_weight=4176165 30343 7347 13142 1078 497 468 608 2659 58 99 45 8511 4116 771 1275 4349 3740 2884 13706 3539 1896 1845 423 16045 546 1799 287 6349 139 13435
leaf_count=4176165 30343 7347 13142 1078 497 468 608 2659 58 99 45 8511 4116 771 1275 4349 3740 2884 13706 3539 1896 1845 423 16045 546 1799 287 6349 139 13435
internal_value=0 873.762 1815.62 -2943.54 -5855.5 -4621.53 6090.76 11834.9 -9700.91 -74189.7 17927.7 2770.2 4079.5 2571.32 4898.9 2117.54 -8744.53 -3103.13 5559.79 7929.52 -874.851 10733.3 29523.3 -447.011 -6467.47 -25862.3 16512.9 18253.5 -1846.38 -6427.75
internal_weight=0 141999 111656 18654 14107 13610 4547 3469 765 157 2704 93002 66101 58754 41664 33614 8089 17090 25525 21409 7703 4164 2268 26901 10856 2345 8050 7763 1414 14206
internal_count=4318164 141999 111656 18654 14107 13610 4547 3469 765 157 2704 93002 66101 58754 41664 33614 8089 17090 25525 21409 7703 4164 2268 26901 10856 2345 8050 7763 1414 14206
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 1 0 1 4 1 1 3 0 0 0 0 4 5 5 1 5 1 3 0 2 4 0 1 1 3
split_gain=1.16251e+13 7.11189e+13 1.01194e+14 7.81151e+13 8.20677e+13 1.21312e+14 9.49826e+13 9.10056e+13 9.67981e+13 8.94539e+13 7.22764e+13 6.52622e+13 1.25777e+14 1.61925e+14 6.45217e+13 6.10624e+13 8.99494e+13 5.95402e+13 9.03462e+13 9.96548e+13 1.87436e+14 1.5105e+14 1.78661e+14 1.83011e+14 1.13958e+14 9.54825e+13 1.4547e+14 8.92981e+13 7.94139e+13 8.46073e+13
threshold=42.005000000000003 45.005000000000003 37.889331900000009 2.5000000000000004 55.751981950000008 39.726951800000002 55.820531900000013 57.550671000000001 1.5000000000000002 52.395917250000004 30.410108300000001 24.500000000000004 55.034903650000011 55.039751500000008 55.02863030000001 55.812836050000008 1.5000000000000002 49.010000000000012 53.005000000000003 37.944765900000007 52.020000000000003 37.726745000000001 6.5000000000000009 55.591389050000011 11.500000000000002 1.5000000000000002 55.755036050000008 37.869926150000005 82.957885500000017 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 11 6 -6 9 -9 15 -2 -5 14 -14 -13 16 -7 -3 19 20 21 22 -19 -24 -25 26 27 -23 29 -21
right_child=1 17 3 4 5 7 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 28 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=213.76558937036714 -3566.7781117396189 1356.1975912998992 6016.4656355860607 -1046.4871858449997 -30135.634726282355 3530.7600371419558 -9123.8268215642311 -133.70261503133264 -11013.994200141889 7391.5924864252884 3218.8405303316431 -4953.6007468047392 -79210.787643971169 -14098.408329313519 56390.470396303332 -1389.6029632351631 -23338.763723247968 15090.727013211768 132.51059628058954 -2509.7928221409875 -7113.5779311401484 -641.62312611967945 13464.40663750876 -8382.8907237855983 6245.1245568253707 21819.314666494203 -50034.039943258016 71109.89566361277 1645.0467939056864 -7637.9544492322166
leaf_weight=1600872 20699 314402 10726 169771 3050 2012 7302 12150 25005 10361 64957 4666 544 1282 178 28074 3272 8524 1778381 114592 19167 725 6957 20898 7147 6812 501 228 30178 44731
leaf_count=1600872 20699 314402 10726 169771 3050 2012 7302 12150 25005 10361 64957 4666 544 1282 178 28074 3272 8524 1778381 114592 19167 725 6957 20898 7147 6812 501 228 30178 44731
internal_value=0 -125.938 -1426.64 -2351.44 -2686.76 -5121.93 -15314.5 -3817.26 -7456.05 -724.81 1579.08 -1427.7 -11130.6 -33496.6 -2699.42 -3245.77 -13107.6 75.2816 -122.244 -1861.67 1334.88 4461.45 2108.02 -1053.65 -4655.08 16853.9 -6409.34 16524.5 -3058.62 -3949.56
internal_weight=0 2.71729e+06 364049 278393 267667 91226 10352 80874 37155 43719 85656 176441 6670 1826 4844 33358 5284 2.35324e+06 2.03884e+06 260460 70959 51792 43526 35002 28045 8266 1454 953 189501 159323
internal_count=4318164 2717292 364049 278393 267667 91226 10352 80874 37155 43719 85656 176441 6670 1826 4844 33358 5284 2353243 2038841 260460 70959 51792 43526 35002 28045 8266 1454 953 189501 159323
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 1 3 2 5 2 6 6 1 3 5 0 1 6 0 0 0 1 0 3 5 1 0 0 0
split_gain=1.25371e+13 1.60117e+14 9.92327e+13 2.63814e+14 1.08505e+14 1.349e+14 1.06576e+14 3.28047e+14 1.29896e+14 1.28099e+14 1.15987e+14 1.02063e+14 9.54894e+13 1.18869e+14 1.67067e+14 1.3137e+14 1.19258e+14 8.38135e+13 8.35312e+13 1.78275e+14 7.87477e+13 3.72357e+14 2.46858e+14 2.48306e+14 2.21877e+14 4.65955e+14 1.96879e+14 1.85643e+14 1.74451e+14 1.3801e+14
threshold=82.970752000000019 82.964402850000013 54.947737500000009 54.959412650000012 69.015000000000015 72.705000000000013 82.966612450000014 23.500000000000004 3.5000000000000004 96.015000000000015 23.500000000000004 1.5000000000000002 1.5000000000000002 82.966612450000014 17.500000000000004 58.040000000000006 54.942865800000007 82.963712850000022 1.5000000000000002 54.959412650000012 54.943649450000002 54.811549550000009 83.140147550000009 54.934662400000008 4.5000000000000009 52.710000000000008 83.093115700000013 53.973051950000006 54.864040150000001 54.194619400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 12 -4 -5 11 7 8 -7 -8 -11 -6 13 -3 15 -15 -16 -1 -19 -20 21 27 24 -24 25 -23 -27 -2 -28 -29
right_child=20 2 3 4 5 6 9 -9 -10 10 -12 -13 -14 14 16 -17 -18 18 19 -21 -22 22 23 -25 -26 26 28 29 -30 -31
leaf_value=13.840211735319428 830.94657792379894 -4266.8924021899184 42908.26278774831 3757.4776335765255 128172.89202552447 73810.302895629458 15098.262603739722 205866.18549502213 -15087.459448735402 -78819.35961238241 46128.861136718755 26636.216860179808 -4814.9539701183294 12901.64497424911 88216.706791294651 42364.403425594835 -5201.2745886437442 -2988.2143259969994 -40302.67074594133 2341.4120186791433 -1052.2733077544046 4801.8114596117766 -21392.196370256061 63514.548321840237 4558.5031273715567 53183.917868778895 182041.24169390692 -64031.962694836897 9806.7537128155054 -8650.0447592802357
leaf_weight=3583465 126959 8221 2191 20551 197 281 2436 113 396 289 100 199 14115 8441 140 1844 5721 10680 2063 1868 484879 3143 436 1640 18198 1553 239 462 78 17266
leaf_count=3583465 126959 8221 2191 20551 197 281 2436 113 396 289 100 199 14115 8441 140 1844 5721 10680 2063 1868 484879 3143 436 1640 18198 1553 239 462 78 17266
internal_value=0 72.0418 4981.99 9659.66 6693.79 21738.5 15668.7 48137.9 21811 6588.84 -46699 77148.1 1730.04 5521.34 10505.2 18184 -2969.83 -16.9782 -7575.44 -20038.3 -403.009 1449.13 12644.9 45682.5 9690.02 28318.3 67843.5 -507.567 139662 -10093.3
internal_weight=0 3.66331e+06 65235 26753 24562 4011 3615 790 677 2825 389 396 38482 24367 16146 10285 5861 3.59808e+06 14611 3931 654853 169974 25287 2076 23211 5013 1870 144687 317 17728
internal_count=4318164 3663311 65235 26753 24562 4011 3615 790 677 2825 389 396 38482 24367 16146 10285 5861 3598076 14611 3931 654853 169974 25287 2076 23211 5013 1870 144687 317 17728
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=1 1 5 0 3 0 5 1 3 0 0 5 0 5 2 1 3 5 3 0 5 3 3 0 3 1 0 5 3 3
split_gain=1.18885e+13 1.24298e+14 8.65359e+13 1.747e+14 2.32679e+14 1.22969e+14 1.02889e+14 9.88254e+13 1.57502e+14 1.49187e+14 1.47289e+14 1.50539e+14 1.44471e+14 9.49923e+13 9.33022e+13 1.44001e+14 2.27812e+14 1.01742e+14 2.10841e+14 2.03304e+14 1.04744e+14 8.35431e+14 9.9213e+13 9.83347e+13 1.12849e+14 8.62434e+13 9.12162e+13 8.17311e+13 7.97458e+13 7.56892e+13
threshold=39.694727950000008 39.739656000000004 60.005000000000003 47.236539400000005 18.500000000000004 47.222459950000008 87.395000000000024 39.726951800000002 19.500000000000004 43.592450450000008 47.236539400000005 46.810000000000009 47.208883950000008 89.00500000000001 3.5000000000000004 39.714575750000009 6.5000000000000009 63.855000000000011 13.500000000000002 46.672631750000008 64.020000000000024 22.500000000000004 14.500000000000002 43.642715500000008 16.500000000000004 39.726951800000002 43.592450450000008 76.730000000000018 8.5000000000000018 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 6 14 -5 -2 9 -9 11 -10 -11 -6 23 16 -16 18 -17 22 21 -19 -20 24 29 -24 -27 -18 -8 -4
right_child=1 -3 3 4 13 -7 28 8 10 12 -12 -13 -14 -15 15 17 27 20 19 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-195.28735573148333 -45.643978382126896 9.5883947949172743 38822.977062006386 10131.104057155539 -23286.85787893313 30169.342983167044 36310.683188406481 31288.092873080477 33153.444585274912 -15734.722183162487 -13680.756002524773 108755.58306661627 10926.369258577295 -82410.322658273275 -58768.623674600298 -25026.021809739337 18061.926066103271 18134.003956160523 311830.85137195123 537.85734863281255 -6530.3011233388361 -434595.71810661769 50710.444589843755 -3796.0820299800544 137373.00357881433 392111.19257812505 97034.841761363641 78749.336817169198 -31043.735520352857 -8136.4667208180153
leaf_weight=1810376 49160 2423382 1784 7048 1090 4405 209 1831 902 3495 410 372 4857 362 215 273 361 203 41 112 3972 51 60 942 102 20 22 576 1106 425
leaf_count=1810376 49160 2423382 1784 7048 1090 4405 209 1831 902 3495 410 372 4857 362 215 273 361 203 41 112 3972 51 60 942 102 20 22 576 1106 425
internal_value=0 140.978 3913.31 9086.52 -1075.56 16439.9 5340.02 1931.5 10122 5437 38451.5 55228.8 -230.302 -38027 9836.7 2346.09 34066.6 -5340.5 36047 101431 -10511.5 -72768.4 180452 23436.3 34536.7 127643 237547 55368.2 -20338.7 29788.2
internal_weight=0 2.50779e+06 84406 23379 9815 13564 8363 61027 11867 10183 1684 1274 8352 1452 9159 5906 1152 4754 528 255 4226 254 143 3253 2311 102 42 937 1315 2209
internal_count=4318164 2507788 84406 23379 9815 13564 8363 61027 11867 10183 1684 1274 8352 1452 9159 5906 1152 4754 528 255 4226 254 143 3253 2311 102 42 937 1315 2209
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 3 1 5 1 0 0 1 1 1 5 0 0 3 0 3 4 5 1 0 0 2 2 4 1 1
split_gain=1.14483e+13 4.31406e+13 8.2926e+13 3.53274e+14 1.03935e+14 1.28668e+14 1.73087e+14 1.12524e+14 9.69561e+13 8.06186e+13 1.12293e+14 9.03805e+13 1.41888e+14 1.10088e+14 1.04226e+14 1.56486e+14 1.33195e+14 9.90458e+13 9.40602e+13 8.92489e+13 8.75644e+13 9.16314e+13 7.46069e+13 8.11691e+13 1.00755e+14 7.02224e+13 2.68319e+14 7.70942e+13 6.96769e+13 1.43278e+14
threshold=112.04500000000002 128.92000000000004 45.055827000000008 45.067452850000002 39.011252750000004 15.500000000000002 38.950530550000003 125.85000000000001 37.328003200000005 55.416472000000006 55.455204450000004 82.970752000000019 82.964402850000013 114.17164950000002 114.05000000000001 55.034903650000011 55.017766000000002 15.500000000000002 54.970187400000007 13.500000000000002 2.5000000000000004 125.85000000000001 82.933113850000026 55.055104550000003 55.07108800000001 3.5000000000000004 2.5000000000000004 2.5000000000000004 49.177301950000007 65.551978750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 -4 -8 25 11 -11 12 14 18 15 16 19 -18 -13 -5 21 -16 23 -17 -25 26 -2 -27 -12 -30
right_child=1 -3 3 9 -6 -7 7 -9 -10 10 28 13 -14 -15 20 22 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=20.784573783263674 -11846.097194602273 1158.5544563554229 -61403.37728040541 5908.9853207115848 -40468.792763157893 44541.640289741365 148290.74200032552 387054.50284090912 -17290.312421946477 139032.88000529661 5693.452974534328 -23125.204334248807 57010.646191977343 156751.38911458335 -66377.94962823081 -119466.029609074 9618.0229280277181 218892.4287574405 -84606.558387527475 -57375.780786705021 -1799.8553658864898 103389.76553571429 77053.092031249995 122385.74535984849 -67773.685983600299 -160516.71938920455 403823.80989583337 41901.517689678491 -19080.068680422348 16267.873904116921
leaf_weight=4248930 44 35489 37 531 76 351 192 22 5576 59 10171 1119 342 30 347 292 49 42 320 384 7886 35 30 33 179 22 24 130 3775 1647
leaf_count=4248930 44 35489 37 531 76 351 192 22 5576 59 10171 1119 342 30 347 292 49 42 320 384 7886 35 30 33 179 22 24 130 3775 1647
internal_value=0 -1275.56 -3835.48 -1578.01 69725.1 83636.6 138307 172837 -14721.3 -3350.71 1333.82 -9661.27 -6305.97 -32844.6 -8513.79 -32399.4 -9174.81 106206 -36797.2 -20649.9 -4064.85 -50823.3 -76152.1 -85271.5 -38173.4 50392.6 134861 12604.1 812.803 -8342.69
internal_weight=0 69234 33745 27949 678 602 251 214 5796 27271 15652 11619 10150 1469 9808 1540 1006 91 1439 915 8268 382 534 504 212 220 68 152 15593 5422
internal_count=4318164 69234 33745 27949 678 602 251 214 5796 27271 15652 11619 10150 1469 9808 1540 1006 91 1439 915 8268 382 534 504 212 220 68 152 15593 5422
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=0 4 5 4 3 3 5 5 1 2 2 0 1 0 5 5 1 4 5 1 3 2 5 0 1 6 1 0 3 1
split_gain=1.13155e+13 3.6425e+13 3.79136e+13 4.15992e+13 2.75126e+13 3.35025e+13 9.35821e+13 4.80937e+13 6.3564e+13 3.98349e+13 2.80824e+13 3.27626e+13 2.62265e+13 4.47153e+13 4.27618e+13 3.56166e+13 3.00345e+13 2.93113e+13 2.63815e+13 2.47169e+13 2.46185e+13 2.36748e+13 2.30243e+13 2.29283e+13 1.20289e+14 9.09344e+13 2.21269e+14 1.85238e+14 1.84248e+14 1.34657e+14
threshold=43.056445700000005 2.5000000000000004 62.015000000000008 1.5000000000000002 13.500000000000002 14.500000000000002 125.85000000000001 142.05000000000004 47.554129950000011 6.5000000000000009 10.500000000000002 42.966471700000007 44.660994650000006 42.966471700000007 123.15000000000002 161.85000000000002 47.473138800000008 5.5000000000000009 99.555000000000021 47.282206100000003 18.500000000000004 4.5000000000000009 120.05000000000001 44.982728700000003 43.808567100000012 1.5000000000000002 43.574807850000006 44.874285750000006 4.5000000000000009 41.950906500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 7 22 8 10 -8 11 -6 15 16 -15 -3 18 -18 -14 -5 -4 -16 -7 24 25 26 27 28 -2 -27
right_child=23 4 20 19 5 6 9 -9 -10 -11 -12 -13 13 14 21 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-2228.1988948482017 -7653.174699987233 -2170.1084057636444 -5500.1663838430195 -2151.8187626901795 -78825.177925531927 -12636.236912093626 212066.255859375 -163046.19833333336 90736.512608213699 52535.375342881947 -109345.34739141949 41244.890192205261 -13649.923310221797 13264.037758594493 60594.266445818917 -100423.18166118422 5866.3063299792257 -115492.727734375 -94316.713374211249 12099.277670159303 -77334.436490885419 22815.419034090912 -107043.00115885417 36.900788240698553 -12952.431961100705 -2932.6039079062616 -20430.687739878125 -9413.2135982840391 15959.18303381732 4383.64720391827
leaf_weight=7841 4069 1268 7864 1617 47 186 24 30 37 45 59 44 184 3144 323 38 4050 20 52 4920 48 341 30 4087717 8161 128709 3186 5250 17592 31268
leaf_count=7841 4069 1268 7864 1617 47 186 24 30 37 45 59 44 184 3144 323 38 4050 20 52 4920 48 341 30 4087717 8161 128709 3186 5250 17592 31268
internal_value=0 1867.25 -376.299 2683.1 6907.43 -15903.3 6638.78 -45509.3 -26653.1 108024 -55609.2 -20769.3 8123.04 10239.9 18134 -5028.93 3258.86 5269.95 -31424 8574.11 -5935.97 41192.8 -25748.3 -14.0337 -1064.33 -553.905 4488.87 7439.11 11523.6 -1502.62
internal_weight=0 32212 22290 14378 9922 502 285 217 187 69 150 91 9420 8114 3808 1306 4306 4070 236 6537 7912 664 216 4.28595e+06 198235 190074 30097 26911 21661 159977
internal_count=4318164 32212 22290 14378 9922 502 285 217 187 69 150 91 9420 8114 3808 1306 4306 4070 236 6537 7912 664 216 4285952 198235 190074 30097 26911 21661 159977
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 0 1 1 1 0 1 1 1 0 1 0 0 1 5 4 1 1 2 5 0 5 5 3 5 5
split_gain=1.12051e+13 2.41456e+13 1.39553e+14 1.27345e+14 7.2515e+13 1.21635e+14 1.42064e+14 9.59215e+13 1.5611e+14 1.78681e+14 1.73055e+14 1.61956e+14 2.17794e+14 1.05733e+14 1.37937e+14 1.63724e+14 1.16279e+14 2.97604e+14 1.11975e+14 1.0959e+14 1.23775e+14 1.26423e+14 1.17533e+14 1.69668e+14 1.19933e+14 1.17132e+14 1.02118e+14 1.01828e+14 9.95736e+13 9.88039e+13
threshold=43.465905150000005 44.982728700000003 43.808567100000012 89.00500000000001 37.328003200000005 44.732363600000006 37.752451500000006 37.767735350000002 38.422276900000007 44.226894250000008 39.488326500000007 39.188277450000008 39.863684800000009 43.642715500000008 39.739656000000004 43.592450450000008 44.039893800000009 41.950906500000009 33.805000000000007 3.5000000000000004 39.767857750000005 39.753614400000011 7.5000000000000009 132.05000000000004 43.514103700000014 161.85000000000002 42.895000000000003 4.5000000000000009 38.010000000000012 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 -6 27 10 26 -11 -13 14 29 19 28 -18 -17 25 21 -21 24 -24 -22 -16 -10 -9 -15 -12
right_child=1 -3 3 -5 5 6 -8 8 9 11 13 12 -14 16 15 18 17 -19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1522.0539867033867 5220.7186649362066 33.210709104149565 -16052.76426301844 -103614.5956374596 -11256.133828300241 -2441.6787542846337 -16612.513029606631 23854.76484389924 336.24835424898231 2230.8408564872148 2296.5972077394422 -76140.602660705394 -17329.679484269127 -159.63046574688531 -4619.769744799115 5872.0731742588896 -109629.64828960906 2046.6438867631277 -32314.12245300737 -3460.1617647058829 49729.362633634875 197528.96686921298 20834.137799944197 -177627.71828125001 -83512.11607216284 138923.59301757812 -27803.112590618119 4934.0345663204671 19109.674506087762 25068.745261804816
leaf_weight=47832 18332 4087717 3655 174 7161 22940 10229 3190 2088 3726 20362 714 5333 3827 21217 989 243 13255 3435 51 608 81 112 70 76 57 3373 26254 8961 2102
leaf_count=47832 18332 4087717 3655 174 7161 22940 10229 3190 2088 3726 20362 714 5333 3827 21217 989 243 13255 3435 51 608 81 112 70 76 57 3373 26254 8961 2102
internal_value=0 -17.0485 -1142.07 -20031.8 -737.513 -1418.25 -6811.83 -12.7414 657.515 -1396.69 146.094 -14168.8 -24273.8 1390.37 -1347.06 -6206.14 6509.9 36.1728 -23777.5 -2715.86 29670.7 119874 15921.5 -55497.3 34924.8 -4235.17 -17044.1 6983.93 13343 4427.43
internal_weight=0 4.27033e+06 182615 3829 178786 160454 33169 127285 120124 90680 80907 9773 6047 75446 49160 26696 26286 13498 4424 22272 998 132 866 182 684 21274 5461 29444 12788 22464
internal_count=4318164 4270332 182615 3829 178786 160454 33169 127285 120124 90680 80907 9773 6047 75446 49160 26696 26286 13498 4424 22272 998 132 866 182 684 21274 5461 29444 12788 22464
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=5 3 1 4 1 5 1 1 0 6 0 1 1 1 0 2 3 1 4 1 5 3 0 0 5 4 1 1 3 0
split_gain=1.16349e+13 5.28367e+13 9.45892e+13 2.54356e+14 1.34772e+14 1.07456e+14 1.20452e+14 2.11978e+14 1.60281e+14 2.78383e+14 4.23141e+14 3.43176e+14 1.24342e+14 1.54134e+14 1.45433e+14 1.20115e+14 1.14939e+14 1.01908e+14 1.01189e+14 1.80386e+14 1.34111e+14 9.81918e+13 1.07635e+14 8.78328e+13 9.95583e+13 8.60527e+13 1.08729e+14 2.83646e+14 2.26547e+14 1.77544e+14
threshold=88.015000000000015 14.500000000000002 37.503486000000002 2.5000000000000004 37.457850350000008 94.040000000000006 37.777459000000007 38.058342000000003 55.727011600000004 1.5000000000000002 55.826364100000013 37.615058950000012 37.889331900000009 37.869926150000005 55.708120100000009 3.5000000000000004 19.500000000000004 37.66934650000001 3.5000000000000004 37.832345550000007 107.05000000000001 21.500000000000004 55.535913550000011 55.664473600000008 123.15000000000002 3.5000000000000004 37.889331900000009 37.342273500000012 12.500000000000002 55.518428350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 -3 -5 -4 8 12 16 -10 11 -11 13 18 -15 -9 -7 -13 19 -8 -20 22 -18 -21 -25 -2 27 28 -27 -29
right_child=1 2 5 4 -6 6 7 15 9 10 -12 17 -14 14 -16 -17 21 -19 20 23 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=39.080972796395969 2197.3129103817482 -48114.736990997539 -6612.6464406642335 -3044.7810101850409 -35436.884965311612 71395.870952400335 9255.2913145363218 -11800.971215268013 33425.400443505918 -602625.16979166667 -17741.752260558693 -247675.56084872159 -56428.355049861646 -14286.823366450435 144749.70614130434 4509.3246670368317 -192996.75591264205 -17167.965556066178 128128.39453965053 -133094.71333240328 -14449.784370697962 29188.453836071931 30810.707979910716 -64778.625482770178 81485.525060096159 -7070.9301187506253 -5780.4019441873716 -3896.9281642275159 61131.25998639247 50315.02374337634
leaf_weight=4086520 96756 1509 21691 17374 1387 756 493 5194 878 21 506 44 926 115 115 34547 44 34 93 168 227 741 42 443 52 8677 35503 884 516 1908
leaf_count=4086520 96756 1509 21691 17374 1387 756 493 5194 878 21 506 44 926 115 115 34547 44 34 93 168 227 741 42 443 52 8677 35503 884 516 1908
internal_value=0 -689.442 -2629.66 -8616.48 -5439.53 -821.929 1942.36 557.409 21082.8 -2539.71 -54733.7 -243804 -26926.4 -10913.1 65231.4 2377.63 43213 -147198 -22778.4 -36554.3 26987 17449.6 -83695.4 -70617.8 -49413.5 486.17 -3000.26 5235.33 -3242.76 33150.5
internal_weight=0 231644 87400 20270 18761 67130 45439 42373 3066 1483 605 99 2632 1706 230 39741 1583 78 1476 1156 320 827 86 663 495 144244 47488 11985 9193 2792
internal_count=4318164 231644 87400 20270 18761 67130 45439 42373 3066 1483 605 99 2632 1706 230 39741 1583 78 1476 1156 320 827 86 663 495 144244 47488 11985 9193 2792
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 5 1 0 0 6 1 1 1 0 3 0 2 0 0 6 0 1 0 2 0 5 3 0 3 3
split_gain=1.12281e+13 1.44533e+14 3.18532e+14 2.19018e+14 2.143e+14 1.95152e+14 1.91674e+14 2.58415e+14 1.01539e+15 3.1024e+14 2.64101e+14 1.81352e+14 3.56183e+14 2.95598e+14 2.56804e+14 2.33908e+14 2.83546e+14 2.28461e+14 3.06844e+14 2.02824e+14 2.33561e+14 2.0148e+14 3.51253e+14 3.26857e+14 2.74705e+14 2.3424e+14 1.86329e+14 1.84139e+14 1.78748e+14 1.69823e+14
threshold=82.940215400000014 82.902675200000019 54.986619450000006 60.905000000000008 55.046835900000012 40.605000000000011 82.91993380000001 55.099723300000008 55.110554300000004 1.5000000000000002 82.911991800000024 82.926290250000008 82.91993380000001 55.020029900000004 18.500000000000004 55.010031850000011 3.5000000000000004 55.02863030000001 55.039751500000008 1.5000000000000002 55.039751500000008 82.911991800000024 55.02863030000001 5.5000000000000009 55.025681450000008 114.05000000000001 5.5000000000000009 55.025681450000008 23.500000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 11 -4 7 9 -9 10 -6 12 13 -5 21 16 -13 27 -19 20 -17 22 24 25 -15 -23 -27 -14 -12 -16
right_child=-2 2 3 4 6 -7 -8 8 -10 -11 28 15 17 14 29 19 -18 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-29.118453777110844 -319.63530977848961 -7690.8978087187998 10134.544521042761 4887.172904977082 16824.899525249872 -2530.3670444358345 -9250.6509530040548 292180.23880371096 -15096.786935127073 -5505.2196524768333 142013.67706562119 66412.725914306633 53065.785961009846 12655.964720618207 243212.94009576613 93187.222395692166 507057.16005434789 112502.34901153241 -16336.651810213414 22944.399401122373 2185.7057848997788 28972.92375282236 -8291.1148128118275 170889.08547554348 289133.34002604167 -38471.252014802631 214158.94530784973 -44570.388964509679 38130.731864697111 85515.669282549556
leaf_weight=3344916 876038 19107 20864 3460 1346 29186 5812 160 328 4168 357 40 216 69 93 980 23 283 533 4346 396 1333 1248 230 75 38 126 1827 309 257
leaf_count=3344916 876038 19107 20864 3460 1346 29186 5812 160 328 4168 357 40 216 69 93 980 23 283 533 4346 396 1333 1248 230 75 38 126 1827 309 257
internal_value=0 81.3488 3882.43 6713.72 13787 2749.17 4023.57 15593.7 85649.8 10061.8 42309.9 21611.2 13315 25568.5 46196.3 35648.1 227283 -16382.4 28346.5 33538.2 66997.8 37081.9 8772.23 59900.1 156655 42847.7 155623 -34247.6 93815.7 127418
internal_weight=0 3.44213e+06 97210 78103 28053 50050 12480 6668 488 6180 2012 15573 9788 6929 3469 5785 63 2859 816 5722 1376 3119 1392 1727 144 1497 164 2043 666 350
internal_count=4318164 3442126 97210 78103 28053 50050 12480 6668 488 6180 2012 15573 9788 6929 3469 5785 63 2859 816 5722 1376 3119 1392 1727 144 1497 164 2043 666 350
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 3 3 3 0 0 1 0 1 2 3 0 0 1 0 0 4 0 0 3 5 1 3 1 1 3
split_gain=1.1867e+13 3.21212e+13 4.74797e+13 5.27207e+13 3.3657e+13 8.80097e+13 7.94433e+13 6.7981e+13 1.12707e+14 1.38812e+14 9.00188e+13 6.73322e+13 1.12926e+14 7.27241e+13 6.88839e+13 1.72423e+14 5.99261e+13 4.94967e+13 5.2035e+13 1.60388e+14 4.83147e+13 4.67703e+13 5.44439e+13 6.52991e+13 4.55439e+13 4.48759e+13 5.34888e+13 4.24543e+13 1.31636e+14 5.30494e+13
threshold=102.01000000000001 104.75000000000001 23.500000000000004 45.03656895000001 55.025681450000008 5.5000000000000009 3.5000000000000004 6.5000000000000009 54.959412650000012 54.986619450000006 55.912026600000011 59.904813200000007 37.214886200000009 3.5000000000000004 7.5000000000000009 55.061033200000004 55.860536450000005 47.473138800000008 56.338501050000012 56.320495600000008 1.5000000000000002 55.755036050000008 56.143542450000005 21.500000000000004 103.45000000000002 30.243224600000001 21.500000000000004 35.911716050000003 20.507360500000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 8 10 -10 27 12 -7 -13 15 -14 -8 18 19 21 -9 -16 23 -23 -20 -15 -27 28 29 -2
right_child=1 -3 3 -5 5 11 16 20 9 -11 -12 13 14 25 17 -17 -18 -19 24 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=26.606221731111965 -87890.717845394116 -461.31126688314674 81538.767223011368 -30147.329777720439 31240.126231026785 -38266.559158159442 12171.008877418157 86051.194699928979 280494.97500000003 -14628.001562500001 -65856.972051837001 -11066.001877297795 329197.38153409096 -25297.079848710317 49672.689714843757 32071.874618565351 -59975.794415570563 -3590.8464847840792 -100688.14687500001 254527.4202620968 -19500.328110984217 -37887.089507220539 56153.579840087892 73644.316215133673 23581.920852134968 56565.726345535208 206917.53650000002 8473.5172041933765 213918.34100654069 93511.054910714287
leaf_weight=4209727 38 97665 44 1072 175 626 147 44 34 30 148 255 22 63 375 174 531 2335 60 31 3010 292 138 64 58 442 25 468 43 28
leaf_count=4209727 38 97665 44 1072 175 626 147 44 34 30 148 255 22 63 375 174 531 2335 60 31 3010 292 138 64 58 442 25 468 43 28
internal_value=0 -1032.9 -6215.28 -25743.9 -3958.24 842.127 -28828.8 -11219.4 14947.7 142156 3718.24 5944.81 892.653 32814.6 7799.86 65422.7 -44333.3 4431.51 22832.5 31018.9 -17979.6 23045.6 2832.79 -17836.5 -39606.2 53926.9 64614.5 21564.2 77770.2 -10932.4
internal_weight=0 108437 10772 1116 9656 5813 853 3843 789 64 725 4960 4175 785 3549 196 678 3353 1018 900 3054 869 494 356 118 530 467 577 109 66
internal_count=4318164 108437 10772 1116 9656 5813 853 3843 789 64 725 4960 4175 785 3549 196 678 3353 1018 900 3054 869 494 356 118 530 467 577 109 66
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=0 5 5 2 1 0 5 5 5 3 3 3 5 3 1 0 3 5 0 3 1 3 6 5 5 0 5 3 5 1
split_gain=1.10565e+13 4.44568e+13 5.49669e+13 4.38679e+13 6.96518e+13 7.40637e+13 1.8965e+14 1.40506e+14 5.93398e+13 1.90549e+14 8.06722e+13 7.00889e+13 5.80055e+13 6.25704e+13 5.37664e+13 7.9307e+13 5.21194e+13 5.14231e+13 5.13867e+13 1.47299e+14 8.52059e+13 9.80326e+13 8.35428e+13 7.8893e+13 5.26288e+13 4.26345e+13 9.07768e+13 6.65297e+13 5.11573e+13 1.28507e+14
threshold=45.087005000000012 13.050000000000002 20.010000000000002 1.5000000000000002 40.247294600000011 43.592450450000008 89.00500000000001 107.05000000000001 50.805000000000007 5.5000000000000009 16.500000000000004 3.5000000000000004 100.05000000000001 4.5000000000000009 39.969502550000009 44.226894250000008 11.500000000000002 128.92000000000004 45.084117700000007 22.500000000000004 39.016372550000007 19.500000000000004 1.5000000000000002 91.050000000000011 37.005000000000003 45.091904500000005 39.805000000000007 5.5000000000000009 103.45000000000002 39.003296000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 12 -4 11 16 -10 13 -8 -7 -16 -11 -9 -5 20 -20 22 -22 24 -21 26 -2 -28 -29 -30
right_child=25 2 3 18 -6 14 7 17 9 10 -12 -13 -14 -15 15 -17 -18 -19 19 23 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=17691.666345132839 3624.266752484556 -11777.948184973759 5813.5616840253388 -56.70870405167814 -2417.8247059826545 3627.8648310160775 255014.92840073528 -84751.037104323812 114741.28724116353 -21839.819252035257 142568.323875 43584.787131937766 338884.7411458334 64541.071160714288 98829.477459590533 -8953.9788028214334 -125802.2072076613 90142.88820312501 -10332.56712756611 -4371.7598679803004 19626.209267524795 -15182.470717428101 -2847.5187789580896 114992.92067053342 33652.147228410307 -36.718223176767843 9342.9014908103454 -13197.090080881699 85631.654389989097 -111369.30824652778
leaf_weight=1488 7125 3691 2446 443288 16678 38041 34 29 206 217 25 422 24 35 145 129 62 40 4023 465 4900 1611 2497 103 1676 3778651 1374 8552 43 144
leaf_count=1488 7125 3691 2446 443288 16678 38041 34 29 206 217 25 422 24 35 145 129 62 40 4023 465 4900 1611 2497 103 1676 3778651 1374 8552 43 144
internal_value=0 431.385 382.069 468.867 3046.89 5224.42 19063.6 124757 13994.9 35466.4 -29522.3 66925.9 204975 158398 3945.79 48084.7 -44942.6 16636.7 139.796 5842.47 1767.42 7171.32 12039.8 29506.4 25393.8 -59.3542 -5021.26 -11112.4 -14328.5 -66069.6
internal_weight=0 522275 520787 517096 58533 41855 3540 162 3378 932 304 628 93 69 38315 274 279 69 458563 15275 13031 9008 7397 2244 2141 3.79589e+06 17238 10113 8739 187
internal_count=4318164 522275 520787 517096 58533 41855 3540 162 3378 932 304 628 93 69 38315 274 279 69 458563 15275 13031 9008 7397 2244 2141 3795889 17238 10113 8739 187
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 0 1 1 6 0 0 1 3 5 5 3 5 0 3 3 5 5 5 0 5 4 3 5 0
split_gain=1.11635e+13 8.44555e+13 4.70223e+14 3.13795e+14 3.03346e+14 2.89989e+14 1.68983e+14 2.95354e+14 1.82082e+14 3.41602e+14 1.01167e+15 6.18205e+14 2.86869e+14 2.4557e+14 5.26576e+14 1.16646e+15 2.00547e+14 1.6358e+14 1.51269e+14 1.60503e+14 1.61835e+14 1.48727e+14 1.34228e+14 1.30335e+14 1.29365e+14 1.15947e+14 3.79576e+14 5.72525e+14 1.12216e+14 1.10393e+14
threshold=18.500000000000004 30.410108300000001 30.388336800000001 60.042666650000008 59.950068600000009 59.990816400000007 59.820733200000006 30.346469350000003 30.346469350000003 1.5000000000000002 59.882016200000002 59.982527000000012 30.370618100000005 23.500000000000004 93.00500000000001 94.040000000000006 24.500000000000004 59.810000000000009 59.990816400000007 19.500000000000004 20.500000000000004 45.610000000000007 33.395000000000003 59.810000000000009 59.932719750000011 50.805000000000007 1.5000000000000002 23.500000000000004 51.405000000000008 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 24 -4 7 -2 29 25 13 12 28 14 -11 -16 -14 -15 -13 -20 -21 -9 -6 -7 -3 -10 27 -27 -12 -8
right_child=1 4 3 -5 22 23 8 21 9 10 11 18 16 17 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=64.629687575633753 44068.943891869261 -487.41996245548557 30176.490283074032 -70584.802273497291 1043.5342431573879 82803.075526295404 -22852.393712798475 -15202.534648622963 14316.232375988808 45691.336299736555 -113608.27266740106 22443.950460843174 23746.116199827899 60460.211750149698 -854837 60136.085793585531 -154908.07026098901 142408.61284727065 92044.536562858382 -89848.764023339609 -19355.487647250757 -63521.293194272956 -19949.602883163298 173289.29197010872 52056.749244589089 373188.84957407758 31108.306136566203 24614.399134532683 -207100.40687144885 804.68343903143273
leaf_weight=3717520 570 503840 1117 196 4115 517 2040 1527 4241 344 289 880 203 685 22 38 91 378 109 399 1772 1093 11721 230 469 83 3715 109 231 59620
leaf_count=3717520 570 503840 1117 196 4115 517 2040 1527 4241 344 289 880 203 685 22 38 91 378 109 399 1772 1093 11721 230 469 83 3715 109 231 59620
internal_value=0 -400.008 2614.19 49775.8 -866.493 62431.8 1375.61 -21167.3 2331.27 12809.6 -6592.71 -32791.4 -110503 64377.8 -1988.67 -275354 -31551.6 89600.8 -12773.4 -26366.1 -32311.2 -35359.9 -14494.5 110664 -438.555 25765.8 38194.3 175300 -155140 21.9971
internal_weight=0 600644 80499 2060 520145 1864 78439 3190 75249 13589 5441 3974 814 1467 404 60 294 1063 3160 2280 2171 2620 15836 747 504309 8148 3907 192 520 61660
internal_count=4318164 600644 80499 2060 520145 1864 78439 3190 75249 13589 5441 3974 814 1467 404 60 294 1063 3160 2280 2171 2620 15836 747 504309 8148 3907 192 520 61660
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=5 3 2 1 4 3 3 4 6 1 5 0 1 0 5 4 0 0 5 6 5 6 1 0 3 5 2 6 0 0
split_gain=1.15924e+13 7.93433e+13 1.1834e+14 1.29245e+14 3.06914e+14 2.74632e+14 1.24976e+14 1.58098e+14 1.70061e+14 1.9964e+14 2.43493e+14 1.70808e+14 1.69464e+14 2.18942e+14 1.26031e+14 1.6095e+14 2.98135e+14 3.1733e+14 2.53332e+14 1.95233e+14 1.78074e+14 1.65401e+14 1.81882e+14 1.35566e+14 1.45113e+14 2.31156e+14 1.30906e+14 1.48443e+14 2.32932e+14 1.50405e+14
threshold=64.020000000000024 5.5000000000000009 1.5000000000000002 30.388336800000001 1.5000000000000002 6.5000000000000009 10.500000000000002 3.5000000000000004 1.5000000000000002 30.468306550000005 109.05000000000001 59.863160500000006 53.140944450000006 59.882016200000002 73.010000000000005 2.5000000000000004 59.916647550000008 59.896318000000008 72.705000000000013 1.5000000000000002 67.990000000000023 1.5000000000000002 30.243224600000001 59.963407450000012 6.5000000000000009 69.610000000000014 9.5000000000000018 1.5000000000000002 45.112033650000008 54.736324100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 14 12 10 11 -10 13 -9 15 16 17 -4 20 -17 21 22 -18 24 25 -22 27 -16 -29 -30
right_child=1 2 6 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 26 19 18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=86.868025028167892 -2313.7615703743363 494560.89203125 3733.0313053897548 -3219.2045710744001 -27896.277168941644 60770.878052662039 -674.84107350873171 -13344.929152865967 8018.94314153909 -3049.1020899075015 -430.85670995789246 -77171.109451686847 61199.959426508729 94192.912635585235 1552.7295239231003 19870.368074047154 159949.36937500001 -75672.10166168811 -103475.32541503907 -4153.4166164479057 211405.99545454548 39081.504454305483 -50779.797745661155 26655.016712465498 96142.879459460033 -182703.09622961958 -4863.5928864525913 -3368.4354949061367 19535.436174305036 8221.5511295321685
leaf_weight=3370694 163381 20 38222 46891 3325 54 427345 1223 297 40833 1363 1134 777 224 54407 3580 45 510 128 61395 22 956 456 634 928 46 12948 14439 14795 57092
leaf_count=3370694 163381 20 38222 46891 3325 54 427345 1223 297 40833 1363 1134 777 224 54407 3580 45 510 128 61395 22 956 456 634 928 46 12948 14439 14795 57092
internal_value=0 -309.039 108.686 -4584.09 -23413.4 178011 430.299 1971.4 -3443.57 -4818.61 -30679.2 -59490.2 23530 3302.26 2924.12 287.628 5116.38 2687.47 34378.1 -2829.75 40094.1 14690.5 -31852 62801.5 85810.4 -55197.2 4758.43 5643.69 8222.03 10550.1
internal_weight=0 947470 784089 50290 3399 74 733799 306454 45851 43627 2794 1431 2224 1447 260603 106922 41947 38732 3215 64975 3087 1457 501 1630 996 68 153681 140733 86326 71887
internal_count=4318164 947470 784089 50290 3399 74 733799 306454 45851 43627 2794 1431 2224 1447 260603 106922 41947 38732 3215 64975 3087 1457 501 1630 996 68 153681 140733 86326 71887
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=5 3 1 0 0 4 6 1 6 1 3 3 4 1 4 3 3 5 0 1 6 1 1 1 3 1 5 1 0 5
split_gain=1.13302e+13 4.90768e+13 5.49703e+13 1.06171e+14 1.52472e+14 1.88436e+14 2.38024e+14 1.33283e+14 1.42999e+14 1.41493e+14 1.18539e+14 6.77181e+13 7.21852e+13 6.04564e+13 5.78888e+13 5.56098e+13 7.57403e+13 7.41339e+13 5.34725e+13 7.09677e+13 6.32341e+13 5.22614e+13 5.21271e+13 5.82779e+13 5.01673e+13 1.04145e+14 4.91818e+13 4.88951e+13 4.80932e+13 4.71158e+13
threshold=31.010000000000002 18.500000000000004 38.911476500000006 55.56564190000001 55.851332700000007 1.0000000180025095e-35 1.5000000000000002 37.832345550000007 1.5000000000000002 37.39371280000001 3.5000000000000004 13.500000000000002 1.0000000180025095e-35 37.998366300000008 1.0000000180025095e-35 16.500000000000004 8.5000000000000018 24.010000000000002 55.899899800000007 30.502469200000004 1.5000000000000002 37.869926150000005 37.214886200000009 37.712318250000003 7.5000000000000009 36.585378200000001 23.035000000000004 82.964402850000013 55.762622900000004 13.050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 6 15 8 24 -10 -11 14 -13 -1 26 16 -5 -18 22 20 -20 -21 -16 -24 -7 -26 -6 -3 -17 -22
right_child=-2 27 -4 4 11 7 -8 -9 9 10 -12 12 -14 -15 18 28 17 -19 19 21 29 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-6940.194887681937 51.236718459167641 -2690.4884976851781 -865.18603574339363 -21730.819965845876 -16952.826127200184 -36036.167738140059 -3246.0655322397893 4719.6315725876784 3351.6147764669622 -116723.45173233697 44625.673050152618 1722.0630732901755 20389.822537311862 3930.8280845647323 -41078.223782211986 14517.408169891198 28403.450846780728 70313.548369863085 -15710.990390884088 -11566.946919157204 68811.495187377936 2700.839878900495 40651.568327891451 -823.54495162420847 184932.93538602942 8611.3598173692208 -2346.0946165169917 -16414.490125586719 -68711.654089200951 7675.1882195542294
leaf_weight=17157 3925418 46932 248921 191 4112 249 13037 4430 1124 46 4486 6900 2960 7289 134 573 1097 686 1225 6870 128 4099 853 562 34 2272 5246 2748 79 8306
leaf_count=17157 3925418 46932 248921 191 4112 249 13037 4430 1124 46 4486 6900 2960 7289 134 573 1097 686 1225 6870 128 4099 853 562 34 2272 5246 2748 79 8306
internal_value=0 -512.101 -86.7137 1971.58 3960.4 9616.69 2286.56 18699.2 26241.4 35111.2 42988 92.8805 7326.18 -3698.81 -2168.74 29753.7 38117.1 44528.1 614.434 -731.15 5519.41 -6235.22 18533.6 24178.8 6606.55 11211.1 -8764.44 -3449.62 4432.91 8603.03
internal_weight=0 392746 343066 94145 69699 28304 15663 12641 8211 5656 4532 41395 9860 24446 31535 2626 1974 1783 22177 20628 9659 10969 1549 1415 2555 2306 9358 49680 652 8434
internal_count=4318164 392746 343066 94145 69699 28304 15663 12641 8211 5656 4532 41395 9860 24446 31535 2626 1974 1783 22177 20628 9659 10969 1549 1415 2555 2306 9358 49680 652 8434
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=2 1 0 3 1 2 5 6 1 5 2 5 5 5 0 0 3 3 3 5 2 3 3 2 3 3 0 3 0 0
split_gain=1.09008e+13 2.56431e+13 4.82194e+13 1.72374e+13 1.76075e+13 2.88164e+13 2.25816e+13 1.80527e+13 4.4196e+13 1.65773e+13 2.62924e+13 2.18872e+13 1.48343e+13 1.48236e+13 1.4789e+13 3.5296e+13 5.44044e+13 4.66331e+13 3.02024e+13 4.20373e+13 3.0449e+13 2.37227e+13 2.07969e+13 2.04434e+13 2.02743e+13 2.50383e+13 4.26176e+13 3.92933e+13 3.86962e+13 3.94572e+13
threshold=25.500000000000004 82.907204800000002 55.039751500000008 38.500000000000007 37.767735350000002 12.500000000000002 59.510000000000012 1.5000000000000002 37.752451500000006 43.005000000000003 20.500000000000004 51.815000000000005 40.605000000000011 60.905000000000008 55.755036050000008 55.801980100000009 28.500000000000004 26.500000000000004 33.500000000000007 40.205000000000005 35.500000000000007 35.500000000000007 37.500000000000007 33.500000000000007 37.500000000000007 29.500000000000004 55.834684950000003 30.500000000000004 55.851332700000007 56.663136550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 -3 -1 6 -6 7 9 -9 12 11 -11 -5 -8 18 16 17 -16 -2 -20 21 -21 -23 -18 25 26 -17 -27 -28 -30
right_child=1 2 -4 4 5 -7 13 8 -10 10 -12 -13 -14 -15 15 24 23 -19 19 20 -22 22 -24 -25 -26 27 28 -29 29 -31
leaf_value=-4.746384642387147 3919.8977012497426 13557.184808478378 119894.09705528845 -29749.969219924813 -2697.8013113839288 -136259.59098958335 82615.311002604169 92755.08704769738 -53709.491354166676 -139185.76056250001 3111.0368603515626 -43605.799949048916 58896.725497159096 1542.0687228177321 -27414.889282226562 -59448.131457725729 -41634.881616687569 139607.85985491073 -40209.237364676344 65496.920377197268 150717.92846875 -56078.842014508933 28569.334816607312 39841.654640151515 -24087.909881441887 45888.199615222169 109911.46527994792 4691.2177432278258 -78280.809386322464 194.15718027240325
leaf_weight=4307638 3568 237 52 133 35 30 24 38 45 50 40 46 22 374 32 148 461 35 70 160 25 35 170 33 285 250 30 3132 69 897
leaf_count=4307638 3568 237 52 133 35 30 24 38 45 50 40 46 22 374 32 148 461 35 70 160 25 35 170 33 285 250 30 3132 69 897
internal_value=0 3350.43 32690.5 -7.53454 -14356.8 -64341.7 -10148.3 -27791.4 13346.6 -39524.8 -65005.2 -93387 -17167.9 6430.91 2448.38 -986.265 -24723.5 59835.8 7029.05 31145.3 43952.5 36639.8 14117.2 -36192.1 1781.69 3410.68 -9377.79 7736.53 -1937.62 -5411.2
internal_weight=0 9689 289 4.30848e+06 837 65 772 374 83 291 136 96 155 398 9400 5372 561 67 4028 460 390 365 205 494 4811 4526 1144 3382 996 966
internal_count=4318164 9689 289 4308475 837 65 772 374 83 291 136 96 155 398 9400 5372 561 67 4028 460 390 365 205 494 4811 4526 1144 3382 996 966
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=0 1 1 5 0 0 1 5 0 5 1 1 3 0 0 5 0 0 6 5 1 5 2 3 3 4 3 4 3 5
split_gain=1.08877e+13 4.09875e+13 1.63827e+14 1.29808e+14 8.15927e+13 1.78021e+14 2.15108e+14 1.77073e+14 1.66716e+14 9.51395e+13 8.06027e+13 2.9631e+14 2.14119e+14 2.6937e+14 3.98514e+14 3.26657e+14 2.09318e+14 3.50812e+14 2.12693e+14 1.94213e+14 1.92226e+14 2.13383e+14 1.61489e+14 1.5731e+14 1.57018e+14 1.41134e+14 2.05211e+14 1.30876e+14 1.41144e+14 1.20083e+14
threshold=45.087005000000012 39.110397700000007 39.630124250000001 105.35000000000001 45.029420750000007 44.226894250000008 39.767857750000005 68.52500000000002 45.055827000000008 69.610000000000014 38.975980350000007 38.984911950000004 24.500000000000004 45.047272400000004 45.063245200000004 98.020000000000024 45.059881250000011 45.03656895000001 1.5000000000000002 123.15000000000002 38.959914000000005 53.385000000000012 5.5000000000000009 17.500000000000004 23.500000000000004 1.5000000000000002 14.500000000000002 3.5000000000000004 14.500000000000002 51.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -4 -7 -8 -6 -10 16 12 13 27 15 -15 17 20 -19 -16 -1 24 -23 -17 -22 26 -24 -12 -29 -26
right_child=-2 2 4 -5 8 6 7 -9 9 -11 11 -13 -14 14 19 23 -18 18 -20 -21 21 22 25 -25 29 -27 -28 28 -30 -31
leaf_value=-699.078059501913 -58.899437235839244 -9848.6630065348108 916.42828004143712 -92616.93752695719 15644.437276216649 -81613.569293725377 -3241.6418326849562 -26049.889778423865 191.62563886403402 -32744.796211202993 -7095.8613795133342 1408.1057649918976 95512.864962301814 47470.158068776276 11812.876721714443 199943.84514100611 6897.7259420972478 -37137.082316215448 -9098.2436637143674 -235329.03085937502 1504.3477494691351 14881.31951972535 389905.25144675933 -87429.440997023819 -7852.0814771075593 45239.263096543094 95470.014360809335 34896.282998675946 248911.34288651316 -235761.97012499999
leaf_weight=98800 3795889 14459 125669 192 8947 396 19185 4138 4109 1115 4557 166250 340 2394 5012 205 30860 3026 25536 32 3073 2093 27 21 43 1353 192 163 38 50
leaf_count=98800 3795889 14459 125669 192 8947 396 19185 4138 4109 1115 4557 166250 340 2394 5012 205 30860 3026 25536 32 3073 2093 27 21 43 1353 192 163 38 50
internal_value=0 428.08 -802.841 -10933.3 104.611 -583.298 -8529.21 -7288.31 7356.41 -6838.26 1065.64 2535.33 17219.6 15076.7 26679.5 58319.1 -528.343 -2236.1 -12068.8 10245 422.615 16646.2 33073.1 173241 -2369.83 57294.2 131770 -3612.68 75356.8 -130384
internal_weight=0 522275 178210 14651 163559 149388 23719 23323 14171 5224 344065 179012 12762 12422 7664 2620 165053 134193 28562 5044 105631 6831 3665 226 3166 1572 219 4758 201 93
internal_count=4318164 522275 178210 14651 163559 149388 23719 23323 14171 5224 344065 179012 12762 12422 7664 2620 165053 134193 28562 5044 105631 6831 3665 226 3166 1572 219 4758 201 93
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 0 0 3 1 1 0 5 5 1 6 0 2 0 0 1 0 4 0 0 4 0 3 6 4 1
split_gain=1.16698e+13 4.48022e+13 1.50707e+14 1.46859e+14 1.32018e+14 1.41921e+14 1.15877e+14 1.16688e+14 1.02033e+14 7.93581e+13 9.4937e+13 7.91735e+13 8.90954e+13 9.05643e+13 9.01806e+13 7.53841e+13 6.7637e+13 6.89098e+13 6.64557e+13 6.60595e+13 1.00009e+14 7.52782e+13 6.50399e+13 5.94227e+13 8.28503e+13 5.83534e+13 5.80389e+13 5.67858e+13 7.87424e+13 5.57786e+13
threshold=88.015000000000015 84.030000000000015 54.942865800000007 54.947152850000002 37.559851850000008 56.121679000000007 60.052595500000002 4.5000000000000009 37.582182450000005 30.243224600000001 59.820733200000006 87.00500000000001 87.395000000000024 82.966612450000014 1.5000000000000002 55.551692500000009 1.5000000000000002 53.719078300000007 55.657530000000008 82.962740850000003 54.934662400000008 2.5000000000000004 55.535913550000011 55.012873400000011 1.0000000180025095e-35 59.609407350000005 4.5000000000000009 1.5000000000000002 3.5000000000000004 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 11 6 8 9 -8 15 10 25 -4 13 14 -13 -6 -3 -18 -17 21 -21 26 -11 24 -10 -5 -19 -23 -29 -9
right_child=-2 2 3 4 5 -7 7 29 23 22 -12 12 -14 -15 -16 18 17 19 -20 20 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-15.17709107441609 -690.47523478375672 -6880.147609172066 -20658.961083967777 6231.9380621603268 -52990.486402529757 14574.603377174959 67313.731503080984 -140051.39745244567 -49360.578428819448 26920.579701232913 29698.951725501709 -3412.8458760104813 -32766.784494080308 15379.069788165769 -48590.00392973447 188850.70258246528 8368.8953611907182 -87797.876367187506 57450.540685124186 17475.22819647217 92875.681987709002 2411.9388580473196 -9549.4542426291282 47.196208486842409 12392.59342178161 -97667.709581801479 73544.205520066185 42690.198257396805 -26939.844184062207 -53337.811052239726
leaf_weight=3979432 231644 2204 4413 115 42 10272 71 92 225 512 1113 3858 939 2471 499 54 14453 24 134 400 314 2022 10885 43741 6314 102 314 925 197 383
leaf_count=3979432 231644 2204 4413 115 42 10272 71 92 225 512 1113 3858 939 2471 499 54 14453 24 134 400 314 2022 10885 43741 6314 102 314 925 197 383
internal_value=0 39.1395 2057.57 212.812 1886.43 3859.47 -7148.86 -52259.8 1680.38 -5213.56 17901.9 -9962.85 -3885.61 86.1907 -8586.91 68133.5 9686.32 11644.2 95193.1 22925.9 50634.5 17244.1 -7911.07 1376.39 10267.7 -42605.7 62088 12423.1 30464.6 -70132.9
internal_weight=0 4.08652e+06 107088 86235 74055 60782 13273 546 50510 12727 1330 12180 7767 6828 4357 230 20853 18649 188 4196 714 3482 11397 50280 6539 217 338 3144 1122 475
internal_count=4318164 4086520 107088 86235 74055 60782 13273 546 50510 12727 1330 12180 7767 6828 4357 230 20853 18649 188 4196 714 3482 11397 50280 6539 217 338 3144 1122 475
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=0 0 1 0 5 1 1 0 0 1 1 5 1 0 1 5 3 1 1 5 5 0 1 3 5 0 3 0 0 3
split_gain=1.07845e+13 6.01435e+13 2.07601e+14 2.08705e+14 1.97804e+14 2.14203e+14 4.30761e+14 3.8003e+14 2.74891e+14 5.30336e+14 3.07809e+14 2.34445e+14 2.16964e+14 6.35944e+14 4.83735e+14 3.70275e+14 2.80873e+14 4.00088e+14 3.58922e+14 4.09255e+14 2.74207e+14 2.68476e+14 8.88727e+14 5.80437e+14 4.60014e+14 2.6358e+14 6.62385e+14 2.5034e+14 2.72794e+14 4.22376e+14
threshold=55.899899800000007 55.801980100000009 48.712293450000011 55.806974650000008 36.995000000000012 37.362912300000012 37.342273500000012 55.826364100000013 55.820531900000013 37.314272700000011 37.098288800000006 97.050000000000011 37.417247200000006 55.87722990000001 37.39371280000001 63.005000000000003 16.500000000000004 37.832345550000007 37.597123000000003 77.715000000000018 84.030000000000015 55.842510000000011 37.692869000000009 22.500000000000004 55.990000000000002 55.812836050000008 28.500000000000004 55.842510000000011 55.851332700000007 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 8 -8 9 -6 11 -10 13 15 -15 -7 18 21 19 -14 -16 23 -23 24 -18 26 -25 -20 29 -29
right_child=-2 2 3 -5 5 12 7 -9 10 -11 -12 -13 16 14 20 -17 17 -19 27 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=14.156689405493317 241.64918209469221 3440.8350615377917 -16650.902547887552 5591.6655277105165 59542.516351998551 -12559.460216236237 -54921.482113776416 71055.023055680533 -51271.193598884471 -46811.530606418186 -2459.9261830508676 -276167.63603316329 -30014.861884122118 230054.92474051344 5289.1125289016709 -53552.184377261976 11896.501349416358 -22668.260799859552 -16047.684726680958 24361.557809249513 191342.45562282988 1653.4682735877805 -114612.0905395688 -83089.478085239054 74387.507816336787 19093.943610205482 8645.6626264560073 10989.484111308057 -3882.4913208257781 100773.13025629323
leaf_weight=2828192 1293583 30242 4630 47471 1696 5461 284 1527 858 648 9543 49 12864 140 661 3694 2297 6430 13130 1551 90 22773 677 1143 2418 3279 2528 3163 16514 628
leaf_count=2828192 1293583 30242 4630 47471 1696 5461 284 1527 858 648 9543 49 12864 140 661 3694 2297 6430 13130 1551 90 22773 677 1143 2418 3279 2528 3163 16514 628
internal_value=0 -103.351 -1795.57 3615.06 -3749.3 -5655.94 5652.56 51299.5 -808.796 30140.9 -7751 -63421.1 -7316.83 -21250.7 59399.1 -29099.8 -5750.97 264.638 -10973.9 -24164.2 27585.8 4463.94 -1703.11 16861.5 43943.9 -1511.65 -19916.9 -5287.16 1671.01 25862.6
internal_weight=0 3.02458e+06 196389 52101 144288 114046 14605 1811 12794 2344 10450 907 99441 10046 891 9155 89395 41545 47850 14415 751 35115 23450 11665 4715 6950 3671 33435 20305 3791
internal_count=4318164 3024581 196389 52101 144288 114046 14605 1811 12794 2344 10450 907 99441 10046 891 9155 89395 41545 47850 14415 751 35115 23450 11665 4715 6950 3671 33435 20305 3791
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=3 0 5 1 5 5 1 2 5 1 6 1 1 2 2 0 0 3 5 1 1 0 1 1 1 5 3 5 6 0
split_gain=1.17169e+13 3.01361e+13 3.9671e+13 4.24354e+13 4.06863e+13 5.67907e+13 2.31338e+14 7.1999e+13 4.84922e+13 4.90071e+13 4.20951e+13 3.95981e+13 3.87462e+13 3.46011e+13 4.76236e+13 3.37815e+13 5.89155e+13 4.89701e+13 8.76639e+13 3.64648e+13 1.06664e+14 4.96612e+13 7.04351e+13 4.91681e+13 3.71753e+13 3.78274e+13 3.2361e+13 3.15948e+13 6.5809e+13 6.97539e+13
threshold=31.500000000000004 55.695992150000002 63.145000000000003 37.620907050000007 75.015000000000015 77.715000000000018 60.601268000000012 21.500000000000004 79.730000000000018 37.692869000000009 1.5000000000000002 37.275078000000001 37.362912300000012 1.5000000000000002 3.5000000000000004 47.222459950000008 54.484631300000011 32.500000000000007 62.995000000000012 37.855187800000003 37.66934650000001 55.551692500000009 37.417247200000006 37.457850350000008 37.533784800000006 44.410000000000004 38.500000000000007 78.010000000000005 1.5000000000000002 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 -3 27 26 6 7 -6 9 -7 -11 -2 -13 -14 -15 -16 17 -17 -19 20 21 24 -23 -24 25 -18 -5 -4 -29 -30
right_child=1 2 3 4 5 8 -8 -9 -10 10 -12 12 13 14 15 16 19 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=12.536142279283773 134668.68736413046 -1036.1436180890908 -9101.3732470445502 -28096.667061765649 78291.443728298618 -159368.76418918918 -73487.08272804055 278290.01718750002 -7491.3400206832121 -15798.147884114585 -119167.04095982143 -91385.365043604659 -127470.34457031252 39042.144031650103 51038.190613699655 -91753.834776030999 -69486.628655133929 -95581.968641493062 128325.50772058824 16021.440204172366 -36459.049276852995 -65755.359864193932 119608.22925441578 15150.151673967288 -18046.459052892686 83290.443100792254 -97476.125412632056 26927.000516317657 -181305.59390435988 -9618.0023945312496
leaf_weight=4293298 23 12464 1611 1266 36 37 74 36 1687 201 49 43 20 371 138 122 21 36 34 1531 740 107 46 2207 987 71 71 706 31 100
leaf_count=4293298 23 12464 1611 1266 36 37 74 36 1687 201 49 43 20 371 138 122 21 36 34 1531 740 107 46 2207 987 71 71 706 31 100
internal_value=0 -2164.46 -4234.86 -10986.5 -18120.2 -9504.84 50677.3 178291 -13956 -51955.6 -36058.5 3689.19 3223.86 3856.46 4266.15 2130.07 986.507 -53499.2 13173.1 2818.6 -2018.33 5392.58 13518 17282.9 -12379.5 48417.4 -31781 -912.632 14848.5 -50246.4
internal_weight=0 24866 18369 5905 3457 2120 146 72 1974 287 250 6497 6474 6431 6411 6040 5902 192 70 5710 4179 3439 2360 2253 1079 92 1337 2448 837 131
internal_count=4318164 24866 18369 5905 3457 2120 146 72 1974 287 250 6497 6474 6431 6411 6040 5902 192 70 5710 4179 3439 2360 2253 1079 92 1337 2448 837 131
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=5 5 6 0 5 1 3 3 4 0 0 4 5 5 3 1 1 0 0 1 0 3 0 0 1 1 1 1 3 0
split_gain=1.06486e+13 1.49241e+14 9.50284e+13 9.47289e+13 8.65898e+13 7.84474e+13 7.17081e+13 7.06673e+13 8.00586e+13 6.90096e+13 5.79673e+13 5.74179e+13 8.702e+13 1.05599e+14 6.54189e+13 9.71739e+13 6.02503e+13 5.72252e+13 5.71593e+13 1.92776e+14 5.67943e+13 1.38394e+14 1.13495e+14 7.64905e+13 7.94192e+13 6.83653e+13 6.59493e+13 7.42834e+13 6.32009e+13 8.03127e+13
threshold=35.505000000000003 34.010000000000012 1.5000000000000002 55.039751500000008 32.475000000000001 30.451272450000005 5.5000000000000009 8.5000000000000018 1.5000000000000002 59.863160500000006 59.834458500000004 1.5000000000000002 16.850000000000005 23.035000000000004 19.500000000000004 37.214886200000009 30.451272450000005 55.91302515000001 43.642715500000008 39.969502550000009 55.727011600000004 22.500000000000004 55.591389050000011 55.07108800000001 37.457850350000008 36.585378200000001 82.902675200000019 82.907204800000002 24.500000000000004 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 10 -6 9 20 17 -3 -4 16 -14 -15 -16 -13 -5 19 -18 22 -22 23 26 -25 -24 -9 -28 29 -23
right_child=-2 5 4 7 6 -7 -8 8 -10 -11 -12 12 13 14 15 -17 18 -19 -20 -21 21 28 25 24 -26 -27 27 -29 -30 -31
leaf_value=-4168.3680027810433 76.263996458035891 -10761.602212971606 334.30137354367378 -15089.868599980375 -218.10178993693177 -4763.1883197853595 4639.0474601892302 -17913.122344617219 31168.397336236714 -34797.565660056716 5880.8362618816245 77834.744600387174 -48540.224146892375 -7249.3139784574159 -93340.604660578552 72000.304721901644 151891.37808965772 2184.4021413880746 292.27278364404725 -31244.701705139643 2780.3720026534193 -22827.915355695979 116199.01867675781 21899.1704265441 -7450.7800366725078 12516.430829584009 61268.202167169518 13167.631187275751 -3084.8589263043968 -1102.7980289729473
leaf_weight=86382 3494072 2522 385765 3331 45349 96707 92177 518 891 872 12301 113 745 6942 185 44 105 4520 3307 127 38955 4655 64 1019 9681 10053 391 1795 11894 2682
leaf_count=86382 3494072 2522 385765 3331 45349 96707 92177 518 891 872 12301 113 745 6942 185 44 105 4520 3307 127 38955 4655 64 1019 9681 10053 391 1795 11894 2682
internal_value=0 -323.352 209.052 -1794.44 874.697 -3724.87 3037.41 451.096 1355.1 -8108.95 3049.28 126.133 -6815.77 -12706.8 -8984.07 -61572 5953.56 -5144.68 3658.4 51640.2 1030 -646.265 5176.71 -858.175 -4655.68 13172.3 14168.9 21771.2 -7587.38 -14886.4
internal_weight=0 824092 712562 177703 534859 111530 137526 91321 82598 8723 14823 397333 11568 7916 7171 229 3652 7851 3539 232 81707 58186 23521 13404 10700 10117 2704 2186 19231 7337
internal_count=4318164 824092 712562 177703 534859 111530 137526 91321 82598 8723 14823 397333 11568 7916 7171 229 3652 7851 3539 232 81707 58186 23521 13404 10700 10117 2704 2186 19231 7337
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=4 5 5 1 1 2 0 2 0 1 4 1 1 5 3 0 0 5 0 0 5 0 3 0 2 5 0 3 0 3
split_gain=1.08779e+13 1.00769e+14 5.83382e+13 6.21961e+13 4.79572e+13 4.49786e+13 4.72462e+13 4.16032e+13 4.1066e+13 5.38306e+13 3.93605e+13 3.60853e+13 1.85671e+14 1.07659e+14 6.34468e+13 6.14237e+13 1.01034e+14 5.75117e+13 7.02519e+13 1.19888e+14 9.87397e+13 7.82384e+13 7.26499e+13 5.79996e+13 5.25023e+13 8.70601e+13 7.15599e+13 4.85769e+13 4.88468e+13 4.76541e+13
threshold=1.0000000180025095e-35 16.850000000000005 13.050000000000002 38.151577750000008 37.752451500000006 1.5000000000000002 55.619594000000006 1.5000000000000002 55.899899800000007 30.434657650000002 1.5000000000000002 37.582182450000005 37.642309100000013 28.035000000000004 6.5000000000000009 55.769960200000007 55.745923000000012 45.985000000000007 55.695992150000002 55.793358600000012 32.615000000000009 55.762622900000004 9.5000000000000018 55.745923000000012 2.5000000000000004 72.010000000000005 59.939091550000008 9.5000000000000018 55.899899800000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 -2 -7 -1 -8 -10 -11 24 13 14 15 16 -13 18 -15 20 -20 22 -22 -19 25 -3 29 -21 -29 -27
right_child=2 11 -4 -5 -6 6 8 -9 9 10 -12 12 -14 17 -16 -17 -18 23 19 27 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-10533.588909754508 -11880.643814954627 -7367.6941821079954 -55.019492023068146 4732.7869474228855 -686.46796264344277 10870.831076949682 83864.044413219439 -31001.402141213955 80753.668836057361 66341.402263144846 -28229.360203740369 1088.7298439396238 1186.0955440470614 6502.805646441916 10039.000300043062 8808.3287645571709 125527.96181380026 126055.53787202382 76299.97128359921 -84820.202410714293 295215.02974537038 345134.69921875 102498.29106514086 -67900.139493534487 340.1797163813647 -41983.151643318968 43292.06109664352 104637.65022681453 -49100.997379032262 -201972.7770695613
leaf_weight=4802 218 8870 4066480 6178 4029 390 278 1252 138 63 146 103 193754 115 2540 214 178 21 143 35 27 28 71 58 27832 29 27 62 31 52
leaf_count=4802 218 8870 4066480 6178 4029 390 278 1252 138 63 146 103 193754 115 2540 214 178 21 143 35 27 28 71 58 27832 29 27 62 31 52
internal_value=0 648.171 -38.8647 8825.4 -9140.32 29331.6 38183.1 -14766.4 55226 32282.5 277.616 1069.61 1605.67 24025.5 16421.8 49173.9 79915 63073.3 75326.9 95263.3 133170 197714 155594 -16342.3 -1804.8 -8454.29 -97696.4 15599.2 53391.4 -144693
internal_weight=0 244273 4.07389e+06 7411 10083 1233 1015 6054 625 347 209 234190 197380 3626 3035 495 281 591 512 397 269 126 98 79 36810 8978 108 128 93 81
internal_count=4318164 244273 4073891 7411 10083 1233 1015 6054 625 347 209 234190 197380 3626 3035 495 281 591 512 397 269 126 98 79 36810 8978 108 128 93 81
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=3 0 1 4 2 1 1 0 0 0 4 5 0 0 1 5 0 1 1 0 0 1 0 5 5 1 1 0 5 1
split_gain=1.05601e+13 4.03992e+13 4.16459e+13 3.3547e+13 4.06608e+13 3.54708e+13 4.61711e+13 4.04576e+13 5.03252e+13 7.32578e+13 6.85247e+13 3.73294e+13 4.20927e+13 8.58322e+13 9.41717e+13 3.39201e+13 4.51993e+13 1.33261e+14 4.42384e+13 3.15504e+13 3.19444e+13 5.13678e+13 9.75617e+13 2.9634e+13 5.33986e+13 2.76835e+13 7.92378e+13 1.0376e+14 1.34132e+14 7.12214e+13
threshold=2.5000000000000004 57.265292900000006 104.38035940000002 1.5000000000000002 7.5000000000000009 28.619594500000002 37.889331900000009 54.708501450000007 54.736324100000012 54.725565150000001 3.5000000000000004 55.990000000000002 55.885524800000006 55.745923000000012 37.533784800000006 64.020000000000024 56.009576300000013 37.692869000000009 37.417247200000006 55.416472000000006 55.91302515000001 37.328003200000005 55.784980300000008 50.005000000000003 45.305000000000007 82.975438000000011 60.479177250000006 54.811549550000009 88.015000000000015 43.868031300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 11 -5 9 -9 -11 19 13 -13 -15 -14 17 18 -17 -7 21 -21 23 24 -23 26 29 -28 -29 -8
right_child=-2 -3 -4 4 -6 6 25 8 -10 10 -12 12 15 14 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-1276.8429631739693 -25.641574749053873 -4041.3813508235999 -12792.527840926805 -18586.622779381792 142157.67442336312 8585.4277685296238 5492.785804205977 42099.311244877055 14689.733723382189 341114.04538690479 82476.922187500008 -17091.096276239452 -19178.585528466538 -34791.904106365269 -233750.66667668271 121241.18641304348 5130.2624061383704 -33524.408105468749 321989.84985119052 -9662.6187353642345 2735.614151010665 -20463.081978898197 -228623.56545410157 48595.6494140625 -164552.50882812502 -1483.4239550825407 -8287.1750414345079 14007.377463370391 73951.542899889828 -2740.3671217464748
leaf_weight=24066 4205107 14163 1952 92 21 2143 29885 61 113 21 20 1724 187 61 39 23 152 41 21 578 945 97 32 32 35 9192 2058 8709 390 16204
leaf_count=24066 4205107 14163 1952 92 21 2143 29885 61 113 21 20 1724 187 61 39 23 152 41 21 578 945 97 32 32 35 9192 2058 8709 390 16204
internal_value=0 953.727 1669.1 1960.29 3029.3 2989.2 2845.66 36908.7 60655.5 111578 214950 -5473.13 -15718.1 -22315.6 -112386 12663.3 37787.5 96186.3 217053 490.312 -9601.51 -24664.3 -68903.8 -37739 -58668.6 3610.7 4428.66 11990.4 16576.7 2598.17
internal_weight=0 113057 98894 96942 72876 72855 72548 307 215 102 41 6110 2248 1824 100 424 237 85 44 3862 1719 774 196 164 132 66438 57246 11157 9099 46089
internal_count=4318164 113057 98894 96942 72876 72855 72548 307 215 102 41 6110 2248 1824 100 424 237 85 44 3862 1719 774 196 164 132 66438 57246 11157 9099 46089
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=5 4 6 0 1 0 0 0 0 3 3 3 0 1 0 0 0 1 3 5 2 5 3 2 5 0 3 1 0 0
split_gain=1.07869e+13 5.09875e+13 5.58827e+13 6.35119e+13 8.79836e+13 1.13317e+14 7.73868e+13 8.37162e+13 1.52532e+14 9.06406e+13 9.84603e+13 1.19481e+14 2.5662e+14 1.08672e+14 1.00296e+14 1.21571e+14 9.40572e+13 1.88914e+14 8.02355e+13 1.20424e+14 7.28693e+13 6.6312e+13 6.62957e+13 1.78789e+14 1.67354e+14 1.31467e+14 2.13478e+14 1.07268e+14 9.48971e+13 9.06052e+13
threshold=112.04500000000002 3.5000000000000004 1.5000000000000002 60.035045000000004 30.160599000000001 60.063729500000008 59.609407350000005 59.882016200000002 59.904813200000007 4.5000000000000009 5.5000000000000009 7.5000000000000009 59.932719750000011 30.370618100000005 59.990816400000007 59.939091550000008 59.990816400000007 30.278357500000002 6.5000000000000009 116.06000000000002 12.500000000000002 225.45000000000002 16.500000000000004 9.5000000000000018 132.05000000000004 55.591389050000011 18.500000000000004 47.208373000000009 56.838612000000005 56.338501050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 21 18 20 -10 13 14 -13 16 15 -12 17 -11 -8 -20 -9 22 -4 -24 29 -26 27 -27 -29 -25
right_child=1 -3 3 4 -6 -7 7 8 9 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=20.175198642206027 4056.8287975599578 1596.1005327393268 -10884.6388003149 -230094.93241390307 -22964.565113449815 14199.343245967742 105935.87422818612 -157769.53344494049 -62452.852691650391 -309231.30750000005 -123657.97828776043 149898.53606770834 -4232.9880578179773 230953.369140625 -253149.31256009615 43106.581994485299 71482.305646898676 18896.190291739513 128138.93777195411 -13228.135120782326 9116.8140213815786 13432.194955287072 -22484.724554184351 22897.166617612602 -32108.327754433856 289038.97445494187 -7792.3269792523297 -92927.821171874995 211436.50290178575 80329.114856340908
leaf_weight=4248930 7185 33114 18644 49 533 31 163 84 160 20 90 123 887 32 26 85 330 143 79 254 38 1533 2003 2017 981 43 228 20 21 318
leaf_count=4248930 7185 33114 18644 49 533 31 163 84 160 20 90 123 887 32 26 85 330 143 79 254 38 1533 2003 2017 981 43 228 20 21 318
internal_value=0 -1238.16 -3836.55 -5796.6 -37642.1 -135431 -5107.34 11640.8 2593.83 9567.81 16205.7 525.036 14537.5 52375.6 -69885.8 -42658 40784.4 -21364.9 48448.7 20309.4 -105789 -6738.8 -8012.63 1496.48 14736.4 -14125.8 42415.5 178694 62966.1 30718.7
internal_weight=0 69234 36120 28935 613 80 28322 2514 2018 1896 1736 1211 1010 525 201 175 493 163 496 333 122 25808 24275 5631 3628 1293 312 84 41 2335
internal_count=4318164 69234 36120 28935 613 80 28322 2514 2018 1896 1736 1211 1010 525 201 175 493 163 496 333 122 25808 24275 5631 3628 1293 312 84 41 2335
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=1 5 0 0 1 0 1 5 0 0 0 1 0 4 5 5 5 5 3 5 4 5 5 5 3 3 1 0 3 5
split_gain=1.04322e+13 3.64909e+13 4.01643e+13 6.55914e+13 4.09362e+13 6.19152e+13 3.8558e+13 5.93385e+13 4.61874e+13 3.5993e+13 5.01506e+13 4.10702e+13 3.13516e+13 3.33384e+13 6.21529e+13 9.41161e+13 2.95166e+13 1.55675e+14 6.84045e+13 3.95615e+13 3.03224e+13 3.72061e+13 1.30535e+14 3.18213e+13 2.92352e+13 4.94708e+13 2.85865e+13 1.00267e+14 5.32088e+13 6.17095e+13
threshold=91.398302750000013 37.995000000000012 56.197733450000008 61.785186750000001 113.46563545000002 63.563300600000012 92.896330950000007 99.555000000000021 56.281985950000006 59.609407350000005 58.049540950000008 104.38035940000002 63.563300600000012 1.5000000000000002 47.815000000000005 48.035000000000004 91.050000000000011 92.035000000000011 4.5000000000000009 87.395000000000024 3.5000000000000004 78.710000000000022 79.010000000000005 71.715000000000018 6.5000000000000009 24.500000000000004 104.38035940000002 52.485928400000006 4.5000000000000009 80.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 26 6 5 -5 24 8 -8 10 -10 -12 13 14 -6 -16 19 -18 -19 20 21 23 -23 -15 -4 -26 27 28 -3 -30
right_child=1 2 3 4 12 -7 7 -9 9 -11 11 -13 -14 16 15 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-28.661101811632722 -2232.1989891002027 -3043.1713819761339 -23079.980269681309 -199955.44765625001 4473.7744339200535 -17917.820847374285 -25612.406123918583 -81733.775837053574 -6206.8340736056034 -31913.95356987635 -79597.953333333338 42548.316089451953 -73126.130800417639 11332.222617139249 -166803.76236530172 -6974.6780874724445 -192845.16011991282 -81562.582709316048 50260.771491076906 100843.02366898149 55685.049019392573 -164023.83503832549 19536.097040473091 45761.794295516869 60160.246511144811 -17916.809393722295 -457.01655348820196 2116.3017622485236 14588.645051619842 44621.082638104999
leaf_weight=4176165 30343 1408 130 20 650 284 1546 119 4214 480 30 334 47 2416 58 101 43 53 153 54 169 53 144 302 228 126 26907 65648 5150 789
leaf_count=4176165 30343 1408 130 20 650 284 1546 119 4214 480 30 334 47 2416 58 101 43 53 153 54 169 53 144 302 228 126 26907 65648 5150 789
internal_value=0 842.918 1678.59 -3850.75 5553.96 -29894 -9784.32 -11746.9 -10485.7 -5862.22 -3130.71 32481.3 8093.72 9003.47 -9234.99 -65277.1 13359.8 -19780.2 16345.1 15989.5 14503.7 12116.2 -29848 15157.7 17476.5 32370.1 2329.15 3356.17 14434.8 18578.5
internal_weight=0 141999 111656 11754 4547 304 7207 6723 6604 5058 4578 364 4243 4196 809 159 3387 249 206 3138 3084 2915 197 2718 484 354 99902 72995 7347 5939
internal_count=4318164 141999 111656 11754 4547 304 7207 6723 6604 5058 4578 364 4243 4196 809 159 3387 249 206 3138 3084 2915 197 2718 484 354 99902 72995 7347 5939
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=1 1 3 1 0 0 0 5 0 1 3 0 0 0 1 5 0 1 1 0 1 5 5 3 0 1 0 1 0 5
split_gain=1.0578e+13 4.48699e+14 3.20541e+14 2.56569e+14 2.84107e+14 2.42267e+14 2.3641e+14 2.19013e+14 2.34701e+14 2.22206e+14 2.36743e+14 2.42365e+14 1.94709e+14 2.51841e+14 1.95171e+14 1.79153e+14 1.66112e+14 3.90289e+14 1.63196e+14 1.4737e+14 2.17703e+14 1.45089e+14 1.39918e+14 1.38662e+14 1.48133e+14 1.31149e+14 2.00255e+14 1.21989e+14 1.21971e+14 1.19167e+14
threshold=57.550671000000001 60.08989780000001 10.500000000000002 55.912026600000011 58.242297500000006 53.516665650000007 63.563300600000012 40.405000000000008 54.762542150000009 56.135466100000009 23.500000000000004 54.648549400000007 57.945214300000011 54.811549550000009 56.135466100000009 60.905000000000008 54.194619400000008 59.76223980000001 53.664171200000006 63.563300600000012 61.880021000000006 67.990000000000023 68.52500000000002 9.5000000000000018 58.049540950000008 54.845880150000006 58.242297500000006 56.135466100000009 54.484631300000011 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 18 5 -5 16 -7 9 10 11 -9 13 27 22 -13 -2 21 -1 -3 -21 -18 -14 -16 -25 26 28 -10 -20 -26
right_child=1 19 -4 4 -6 7 -8 8 12 -11 -12 15 14 -15 23 -17 17 -19 25 20 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=32.31593744838252 -335.42251032601348 94.423801599869151 -62378.450467564609 -14514.300768575726 -22283.54096844322 624.16727854873375 40646.141030632309 -453.23577118112183 14134.633680664696 -42574.731524658207 722.90973467077606 23653.018979531225 1453.6678952923221 -22392.537976842261 26703.786807192486 48352.487260323585 -33744.354499649678 -8128.4137419683238 -40486.912507688845 -86711.81186315167 -11037.073704037693 -87942.972811733722 -45495.956605380416 13861.3230531505 -14285.807750458815 -465.7233549517818 7846.3680015462351 -39359.894179577481 -14548.629331713488 -156965.42222400103
leaf_weight=2686671 9330 1477774 1210 5021 3515 25524 898 2381 5002 536 3844 6692 2974 4486 7578 5233 5005 15248 2156 422 3834 548 807 8748 1450 15754 3604 466 11392 61
leaf_count=2686671 9330 1477774 1210 5021 3515 25524 898 2381 5002 536 3844 6692 2974 4486 7578 5233 5005 15248 2156 422 3834 548 807 8748 1450 15754 3604 466 11392 61
internal_value=0 -212.977 -11884.1 115.02 5547.67 6758.35 -9915.07 8167.78 11998.9 20881.6 22755.6 28675.8 6741.59 -4831.54 12070.4 34491.8 -11422 -16394.7 -53.4143 40.9091 -18540.5 -39093 -8567.05 16445.1 8867.29 -7053.01 -13103.4 9575.66 -18676.4 -20045.9
internal_weight=0 1.51427e+06 32239 2.8039e+06 84318 80803 31029 75782 50258 18686 18150 14306 31572 9954 21618 11925 30131 20801 2.71958e+06 1.48203e+06 4256 5553 3781 17837 10259 32906 17152 5468 13548 1511
internal_count=4318164 1514269 32239 2803895 84318 80803 31029 75782 50258 18686 18150 14306 31572 9954 21618 11925 30131 20801 2719577 1482030 4256 5553 3781 17837 10259 32906 17152 5468 13548 1511
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 6 0 0 5 5 1 1 0 3 0 0 2 1 0 0 3 3 1 4 1 6 1 2 0 5
split_gain=1.15405e+13 5.84136e+13 9.55948e+13 7.80955e+13 1.07263e+14 1.6296e+14 7.51428e+13 6.35425e+13 6.02282e+13 6.97976e+13 8.34841e+13 1.54928e+14 1.55545e+14 1.93216e+14 1.59009e+14 1.86694e+14 1.43674e+14 1.02621e+14 1.01458e+14 1.89411e+14 2.84408e+14 1.09435e+14 1.00506e+14 8.09751e+13 8.07819e+13 1.33225e+14 2.66329e+14 8.98823e+13 6.80549e+13 6.86329e+13
threshold=42.005000000000003 45.610000000000007 37.889331900000009 82.957885500000017 82.95335685000002 1.5000000000000002 55.455204450000004 55.034903650000011 49.010000000000012 53.005000000000003 37.944765900000007 37.832345550000007 55.551692500000009 6.5000000000000009 55.755036050000008 55.769960200000007 12.500000000000002 30.102666750000001 55.784980300000008 55.674875350000008 23.500000000000004 5.5000000000000009 37.620907050000007 1.5000000000000002 30.305955500000003 1.5000000000000002 30.259484550000003 3.5000000000000004 59.932719750000011 50.410000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 7 -2 -6 -3 10 11 12 -10 14 -14 22 -15 -17 19 -13 -21 -20 -16 -23 25 26 -19 -28 -27 -30
right_child=1 8 3 -5 5 -7 -8 -9 9 -11 -12 18 13 16 15 17 -18 24 21 20 -22 23 -24 -25 -26 28 27 -29 29 -31
leaf_value=212.98632695515167 7316.3404394484287 1413.6267790778438 -2724.6750342796058 1426.1182526274124 -13015.885659098758 3000.7153168971927 138.62009072133421 -81642.038856132072 9438.2085900350048 96.266078224801277 -2752.0635287450218 -175.77199056265138 -35588.757113113294 -8311.2936081835742 35349.665625000001 -17311.471351611759 5255.8413254186835 51662.108151367196 40662.324105078129 79751.03982996213 356.9311101830524 -57021.797490809695 282374.72421875002 -1004.9959273340761 13293.896027369108 7982.050223860263 189295.94984375002 482206.83920454542 113371.39388786764 28714.564679336549
leaf_weight=1600872 18054 289540 242787 50712 181 734 75913 530 13683 1778381 189501 1329 657 33726 28 907 10156 125 500 1166 736 331 40 1171 5324 629 20 22 153 256
leaf_count=1600872 18054 289540 242787 50712 181 734 75913 530 13683 1778381 189501 1329 657 33726 28 907 10156 125 500 1166 736 331 40 1171 5324 629 20 22 153 256
internal_value=0 -125.479 -1259.94 -2144.87 -2886.35 -30051 1517.68 -64171.8 64.011 -127.651 -1656.52 1269.2 -49.2575 -2543.68 11585.3 15715.6 -5171.33 14207.2 17829 28789.5 49028.6 139.909 180659 -13349.6 18585.8 41966.6 124864 342725 28629.5 60383.3
internal_weight=0 2.71729e+06 388911 294944 244232 1445 93967 711 2.32838e+06 2.03884e+06 260460 70959 65726 52043 8161 7504 43882 7436 5233 3231 1902 2002 68 1502 6529 1205 167 42 1038 409
internal_count=4318164 2717292 388911 294944 244232 1445 93967 711 2328381 2038841 260460 70959 65726 52043 8161 7504 43882 7436 5233 3231 1902 2002 68 1502 6529 1205 167 42 1038 409
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=5 4 3 3 4 0 0 2 6 1 4 3 0 3 1 3 0 4 6 1 0 1 5 1 5 1 0 1 0 0
split_gain=1.19312e+13 7.812e+13 7.31287e+13 6.22246e+13 1.0893e+14 1.10973e+14 9.29237e+13 9.2756e+13 1.09271e+14 1.35993e+14 1.31434e+14 1.71142e+14 1.17455e+14 1.14728e+14 1.06342e+14 1.05579e+14 1.04132e+14 1.01722e+14 2.75407e+14 1.91746e+14 2.76564e+14 2.31876e+14 1.84479e+14 1.32582e+14 1.75312e+14 1.54407e+14 1.30468e+14 1.20601e+14 1.15011e+14 1.08789e+14
threshold=64.020000000000024 3.5000000000000004 22.500000000000004 5.5000000000000009 1.5000000000000002 60.029906750000002 63.563300600000012 1.5000000000000002 1.5000000000000002 37.098288800000006 1.5000000000000002 8.5000000000000018 59.863160500000006 8.5000000000000018 82.837870700000011 15.500000000000002 55.078308950000007 3.5000000000000004 1.5000000000000002 61.880021000000006 59.863160500000006 30.370618100000005 114.05000000000001 33.101335500000005 109.05000000000001 38.058342000000003 44.039893800000009 48.712293450000011 53.973051950000006 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -6 8 12 10 11 -10 -5 14 -11 17 -16 -9 19 20 27 22 -22 24 29 28 -27 -19 -25 -20
right_child=3 2 -4 7 6 -7 -8 15 9 13 -12 -13 -14 -15 16 -17 -18 18 23 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=58.087581497055275 -24776.61992606421 8531.9323596215327 -68939.938230436994 1372.9460444768736 -1516.6189747330959 82924.788660037884 -27767.405527128332 2007.1258519665321 308396.55393518519 6369.9272603211939 -25051.402946185452 3612.8186287715516 45909.093020378445 -6667.4216095818865 37702.266850644068 -1021.0898773736583 170224.05237765843 -16965.159324590943 -3849.3880991972474 65471.760831627485 134075.5438081992 -28316.009661356613 -2822.0212318478652 -4044.7445068539091 408.48810522244406 22711.233312907312 -6580.3670765637726 37277.170760332403 23283.327986550634 -55879.85167856254
leaf_weight=3357620 2844 12951 123 13663 159078 99 1360 359075 27 2743 4662 58 619 28110 336 320473 72 1857 545 832 396 192 131 2717 1804 1583 38583 526 3555 1530
leaf_count=3357620 2844 12951 123 13663 159078 99 1360 359075 27 2743 4662 58 619 28110 336 320473 72 1857 545 832 396 192 131 2717 1804 1583 38583 526 3555 1530
internal_value=0 88.1283 7803.08 -313.523 -2088.86 -21153.6 -1739.14 56.4044 -4098.26 -7033.93 -22804.6 100426 3303.2 -4639.15 13455 341.139 61088.5 1397.35 -2638.65 22842.8 11409.1 65768.5 100046 -4630.9 -22391.6 -3147.33 -5425.94 -4992.24 11444.9 -42214
internal_weight=0 3.37069e+06 13074 947470 163381 2943 160438 784089 50290 36008 4747 85 14282 31261 3151 733799 408 413326 54251 3934 3102 719 527 50317 3879 46438 40166 2383 6272 2075
internal_count=4318164 3370694 13074 947470 163381 2943 160438 784089 50290 36008 4747 85 14282 31261 3151 733799 408 413326 54251 3934 3102 719 527 50317 3879 46438 40166 2383 6272 2075
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=1 1 3 3 1 3 5 5 5 5 2 2 5 6 4 0 3 0 5 3 0 1 3 0 1 6 0 0 5 3
split_gain=1.23234e+13 1.30198e+14 8.65414e+13 1.68439e+14 2.96891e+14 2.10103e+14 9.76333e+13 8.59335e+13 8.23346e+13 9.79823e+13 7.72464e+13 7.24385e+13 8.70732e+13 9.29065e+13 2.0119e+14 8.28075e+13 1.53506e+14 8.47023e+13 9.97478e+13 7.91569e+13 7.64084e+13 7.19696e+13 1.71597e+14 3.67927e+14 1.12365e+14 2.45877e+14 1.98627e+14 4.20366e+14 3.52056e+14 1.49838e+14
threshold=82.970752000000019 82.964402850000013 25.500000000000004 21.500000000000004 82.966612450000014 24.500000000000004 132.05000000000004 44.410000000000004 112.04500000000002 104.75000000000001 22.500000000000004 9.5000000000000018 34.010000000000012 1.5000000000000002 3.5000000000000004 54.943649450000002 17.500000000000004 54.990279300000005 91.050000000000011 11.500000000000002 55.034903650000011 82.95335685000002 9.5000000000000018 55.099723300000008 82.957885500000017 1.5000000000000002 55.034903650000011 54.947737500000009 53.995000000000012 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 6 5 7 8 -5 9 11 -6 12 -3 14 15 -14 17 -17 -19 -15 -21 -1 23 -23 26 29 27 28 -24 -26
right_child=-2 2 -4 4 10 -7 -8 -9 -10 -11 -12 -13 13 19 -16 16 -18 18 -20 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=75.561274551778141 -399.55831892481746 -3758.2362997521604 -24144.833835197554 12851.015131013291 5416.1245120361482 227309.73112190154 -152662.49154296875 80526.528705604738 60888.93220000001 -110091.97432154606 49720.117629252207 -3214.4362898580912 -2757.9734058334047 4699.0669529211973 249033.40355902782 18145.648668500529 -4328.0863617960276 43100.674154019733 263130.71785714285 -37511.274369958213 6781.6035998928928 15395.463951506923 -2421.644620496601 -28413.903668863997 -999.23619246057649 -13184.223020430687 -46528.24559275611 21119.159790648966 -46479.819438730316 23040.495617489243
leaf_weight=3474318 654853 8573 1038 276 3346 81 40 586 250 76 446 12557 2980 19333 36 9884 3031 1091 21 908 682 11538 4230 2299 77086 17816 1521 3410 3175 2683
leaf_count=3474318 654853 8573 1038 276 3346 81 40 586 250 76 446 12557 2980 19333 36 9884 3031 1091 21 908 682 11538 4230 2299 77086 17816 1521 3410 3175 2683
internal_value=0 71.425 4498.94 4962.08 23114.1 73327.2 3516.63 58857.8 3621.76 3379.81 10627 3525.74 5344.35 7399.78 12880.8 12381 15597.2 21089.5 47255.9 2935.14 -18512.7 -8.8482 -2378.52 8116.59 -3699.65 -2562.89 -12692.1 -7933.49 -21312.2 -190.669
internal_weight=0 3.66331e+06 65235 64197 4735 943 59462 862 59422 59172 3792 59096 46539 37966 17043 17007 14027 10996 1112 20923 1590 3.59808e+06 123758 13837 109921 97585 12336 10815 7405 79769
internal_count=4318164 3663311 65235 64197 4735 943 59462 862 59422 59172 3792 59096 46539 37966 17043 17007 14027 10996 1112 20923 1590 3598076 123758 13837 109921 97585 12336 10815 7405 79769
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=0 1 4 5 0 1 0 0 0 1 1 1 1 5 2 5 5 0 5 3 1 1 3 5 4 5 0 1 3 6
split_gain=1.14053e+13 8.16418e+13 8.70965e+13 8.4308e+13 6.03479e+13 1.45262e+14 4.34784e+13 9.25081e+13 4.27959e+13 9.85334e+13 1.28472e+14 9.68498e+13 8.47179e+13 7.90805e+13 5.68028e+13 6.3951e+13 5.3044e+13 4.33459e+13 1.13745e+14 5.67137e+13 5.06033e+13 1.15519e+14 1.49539e+14 1.69815e+14 6.1823e+13 7.35154e+13 4.23061e+13 3.94025e+14 2.78675e+14 5.98236e+14
threshold=60.693675950000006 33.101335500000005 2.5000000000000004 74.610000000000014 63.563300600000012 30.102666750000001 61.785186750000001 61.674413550000004 61.674413550000004 54.845880150000006 114.17164950000002 50.388877400000005 114.17164950000002 93.00500000000001 2.5000000000000004 89.00500000000001 125.85000000000001 61.785186750000001 72.010000000000005 13.500000000000002 34.359746700000009 35.911716050000003 5.5000000000000009 98.020000000000024 3.5000000000000004 83.010000000000005 60.063729500000008 30.207352000000004 5.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 3 -3 4 5 -2 7 -7 11 14 13 -4 16 -11 15 -10 -13 19 -19 -16 -20 22 24 -24 25 -22 -1 28 29 -28
right_child=1 2 8 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 17 -17 -18 18 20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.36433825830758892 4652.6579454653192 -218.84011351262006 -63436.082111085765 -60764.14256879664 17918.854335067557 -57286.248237998225 -87250.981706814244 7111.6478342229675 5710.6208535882761 -16883.248423514538 18541.522379321759 30172.511056776624 -38485.052361715068 -121720.93710937501 14537.701954544855 -40504.596953447588 -32319.484965034964 13672.030847112934 16075.349591305381 -24404.229824739145 30662.025420673075 51235.816845703128 523226.11453125003 120614.74062500001 -56449.971484375004 285677.33624999999 190864.95658789063 -13922.286316753194 56940.525849514015 -17256.769298279894
leaf_weight=4243385 1584 39367 137 335 703 609 180 352 2969 2598 1300 2708 212 74 2461 333 143 2218 228 441 26 522 20 22 24 20 150 11800 1500 1743
leaf_count=4243385 1584 39367 137 335 703 609 180 352 2969 2598 1300 2708 212 74 2461 333 143 2218 228 441 26 522 20 22 24 20 150 11800 1500 1743
internal_value=0 1373.93 2334.98 -12882.9 -8203.74 -14942.9 -42146.5 -33698.3 8444.37 5938.79 -7242.21 18823.7 22503 -19786.7 11578.1 1049.91 27038 17389.5 25652.2 8619.92 56478.3 71008 163161 312334 73656.6 141538 -19.224 -5286.71 24745.6 -765.349
internal_weight=0 59586 55823 3763 3428 2725 1141 961 16456 13256 3972 3200 3063 2672 9284 3302 2851 5982 3080 2902 862 634 112 42 70 46 4.25858e+06 15193 3393 1893
internal_count=4318164 59586 55823 3763 3428 2725 1141 961 16456 13256 3972 3200 3063 2672 9284 3302 2851 5982 3080 2902 862 634 112 42 70 46 4258578 15193 3393 1893
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=1 1 6 3 0 0 3 1 5 4 0 3 5 5 0 3 1 0 3 2 3 0 0 0 0 5 5 0 2 0
split_gain=1.12609e+13 7.34123e+13 1.91384e+14 2.68999e+14 1.98825e+14 2.9611e+14 4.9686e+14 3.61915e+14 2.37208e+14 2.21854e+14 2.19044e+14 3.31207e+14 2.16774e+14 1.92545e+14 1.92067e+14 7.41539e+14 1.82948e+14 1.8156e+14 1.69744e+14 4.25441e+14 2.84717e+14 4.46065e+14 2.88017e+14 3.40432e+14 2.2508e+14 2.19899e+14 2.18497e+14 2.17564e+14 2.62107e+14 2.33908e+14
threshold=30.305955500000003 30.346469350000003 1.5000000000000002 4.5000000000000009 59.904813200000007 59.950068600000009 5.5000000000000009 30.315880100000005 54.410000000000004 2.5000000000000004 59.982527000000012 7.5000000000000009 94.040000000000006 96.015000000000015 59.916647550000008 7.5000000000000009 30.332994000000003 59.882016200000002 13.500000000000002 5.5000000000000009 17.500000000000004 60.035045000000004 60.029906750000002 60.042666650000008 59.950068600000009 56.505000000000003 44.905000000000008 59.932719750000011 3.5000000000000004 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 12 -4 -10 11 16 -8 -13 15 -9 -7 -11 19 -5 21 25 -22 -24 -21 -20 -23 29 -29 -27
right_child=1 -3 4 18 5 10 7 14 9 17 -12 13 -14 -15 -16 -17 -18 -19 20 24 22 26 23 -25 -26 27 -28 28 -30 -31
leaf_value=-790.41582604182406 -64593.027755876028 -26.106629691876186 7183.6893921161673 -6542.1757360024631 15324.440295607981 21549.823820810831 -79355.156351222657 -95877.225157903405 57256.431188062932 31080.952418764333 5826.5547365152379 97480.248097510601 44575.861876014613 -11559.407479173311 -28485.26083833048 113594.45627513375 -76433.894852521786 -29576.540973709951 -9044.8400321482168 10315.210005251138 7966.5900498457722 -2047.7774218750001 -252425.53501320421 -27939.940024606116 42814.222076916194 -16183.851804883054 410192.73766276042 5382.1806616121021 -73061.867175522319 160847.43635253908
leaf_weight=173023 660 4064974 6985 11178 3471 1215 1690 274 2443 1865 12216 932 154 196 1694 441 226 671 6572 5630 12994 20 71 1392 3429 1113 36 543 1976 80
leaf_count=173023 660 4064974 6985 11178 3471 1215 1690 274 2443 1865 12216 932 154 196 1694 441 226 671 6572 5630 12994 20 71 1392 3429 1113 36 543 1976 80
internal_value=0 32.9929 3029.71 -1214.19 8655.01 3118.24 -12750.3 -35663 19071.9 35749.7 11408.3 37950.5 -69005.2 78533.6 -10140.8 33321.4 6182.5 15031.6 -285.336 6510.66 -5831.59 -18501.9 3230.49 -38834.3 22616.7 -20034.5 262964 -39491.5 -56152.3 -4312.52
internal_weight=0 4.14514e+06 80167 45694 34473 22509 7724 4253 11964 4979 14785 2569 1844 1128 2409 715 1441 2536 45034 20237 24797 10340 14457 1463 9059 10284 56 3712 2519 1193
internal_count=4318164 4145141 80167 45694 34473 22509 7724 4253 11964 4979 14785 2569 1844 1128 2409 715 1441 2536 45034 20237 24797 10340 14457 1463 9059 10284 56 3712 2519 1193
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=3 2 2 3 0 1 1 1 0 0 5 0 5 0 5 1 5 5 0 0 0 1 1 4 1 5 0 5 5 4
split_gain=1.12264e+13 3.28808e+13 3.15179e+13 4.1511e+13 2.48881e+13 3.07638e+13 3.24336e+13 3.4651e+13 5.15815e+13 3.47867e+13 8.4888e+13 5.11419e+13 5.33479e+13 3.03203e+13 2.83193e+13 2.77753e+13 2.69079e+13 2.10641e+13 2.46603e+13 4.88689e+13 5.44381e+13 4.12772e+13 5.33268e+13 4.71478e+13 2.76735e+13 2.49267e+13 2.23879e+13 2.07726e+13 2.05183e+13 6.6952e+13
threshold=2.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 45.254062050000009 47.981192400000005 38.633372000000001 39.925119750000007 43.514103700000014 45.03656895000001 71.715000000000018 45.022371150000005 95.020000000000024 44.893607100000004 110.05000000000001 38.233559750000005 97.050000000000011 73.010000000000005 61.785186750000001 59.939091550000008 59.990816400000007 30.332994000000003 30.410108300000001 3.5000000000000004 53.243495500000009 102.01000000000001 44.039893800000009 42.895000000000003 65.905000000000015 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 13 8 -8 11 -11 28 -13 15 -12 -5 -15 26 19 21 -21 23 -23 -19 -20 -22 -4 -28 -10 -30
right_child=-2 -3 17 4 -6 -7 7 -9 9 10 14 12 -14 16 -16 -17 -18 18 24 20 25 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-1555.1076935538986 -26.438193184900339 118019.26894531251 12988.373030265069 21111.35893119566 3044.3026144087289 -62909.877101293103 122235.70822704081 3563.9607418188371 15428.969968093572 19235.581087179213 68568.9306117628 -5781.9891783736139 -119241.98979383682 -13809.823398722459 155308.47481299867 -18543.305320832409 -103878.64383091519 -157351.91192908655 -127641.40013020833 185027.21606250003 -4644.3014036682825 151634.43478422621 -8127.6867859557433 14553.103993055556 -4489.4171347128386 101062.93984375001 -3116.2405152860974 1332.2203347089455 202760.79350000003 29328.045002453433
leaf_weight=18919 4205107 24 1228 620 39442 58 49 1966 1118 1011 189 524 45 634 47 247 35 39 36 25 87 21 4095 27 37 30 19395 22881 25 203
leaf_count=18919 4205107 24 1228 620 39442 58 49 1966 1118 1011 189 524 45 634 47 247 35 39 36 25 87 21 4095 27 37 30 19395 22881 25 203
internal_value=0 983.357 958.508 2390.53 4005.83 9606.84 10233.4 14019.5 20421.1 18843.4 31841.4 10379.4 -14755.1 -2527.56 85843.3 9814.12 -18521.9 -988.649 -7584.72 -6611.66 51081.1 -8570.62 -7312.57 -87027.1 -65221.9 22460.1 -321.976 -708.604 21004.6 48344.8
internal_weight=0 113057 113033 65132 46213 6771 6713 5177 3211 3162 1247 1915 569 1536 236 867 669 47901 4397 4324 142 4182 4116 66 73 117 43504 42276 1346 228
internal_count=4318164 113057 113033 65132 46213 6771 6713 5177 3211 3162 1247 1915 569 1536 236 867 669 47901 4397 4324 142 4182 4116 66 73 117 43504 42276 1346 228
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=5 4 3 1 3 2 1 5 1 5 0 6 0 0 0 0 1 0 2 0 2 2 5 3 5 4 3 1 0 1
split_gain=1.08485e+13 6.31898e+13 5.92602e+13 5.24918e+13 5.05836e+13 9.15067e+13 1.08397e+14 1.89205e+14 1.55242e+14 8.95267e+13 9.21646e+13 8.90139e+13 1.19952e+14 8.49429e+13 2.51596e+14 1.3399e+14 1.95167e+14 1.86253e+14 1.3003e+14 1.52196e+14 8.87253e+13 9.95433e+13 1.40263e+14 1.11564e+14 1.04664e+14 8.61149e+13 8.34826e+13 1.95831e+14 1.94425e+14 2.01795e+14
threshold=64.020000000000024 3.5000000000000004 22.500000000000004 30.502469200000004 5.5000000000000009 4.5000000000000009 20.507360500000004 125.85000000000001 30.102666750000001 120.05000000000001 54.940316550000006 1.5000000000000002 54.708501450000007 60.003414000000006 59.916647550000008 59.863160500000006 28.619594500000002 59.882016200000002 3.5000000000000004 57.692655200000004 1.5000000000000002 2.5000000000000004 125.85000000000001 3.5000000000000004 150.04500000000004 2.5000000000000004 8.5000000000000018 42.09605220000001 56.121679000000007 47.208373000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 13 10 11 12 -2 14 15 16 18 -17 20 -20 -8 23 -23 -22 -24 -16 27 -6 -29 -30
right_child=4 2 3 -5 26 -7 8 -9 -10 -11 -12 -13 -14 -15 25 17 -18 -19 19 -21 21 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=57.01649662866479 2193.0390888468423 7678.8046317737862 -110814.63783128955 25473.594284941937 -1023.5384995118853 -7906.1661639997492 -46427.719351084183 -66884.722640702734 -779.37339768382503 152176.7316040039 117528.6022041187 6464.8088900723305 111933.54143865612 1361.767990441343 -356475.81547619053 160019.09160600143 -85935.110137767042 -28374.789696514421 -125782.43308679134 34254.292064874826 -28337.850607825967 8681.8314838550705 -348613.15476190479 87529.248287516006 -39831.740387228259 -134820.38274501587 -261.4555132344521 4820.9676819194901 56471.590031296539 15611.060814206245
leaf_weight=3357620 180 12951 79 44 35927 21955 245 201 136749 64 114 910 223 924 21 88 531 130 183 88 116 216 21 293 23 106 724460 16698 1553 5451
leaf_count=3357620 180 12951 79 44 35927 21955 245 201 136749 64 114 910 223 924 21 88 531 130 183 88 116 216 21 293 23 106 724460 16698 1553 5451
internal_value=0 84.0344 7022.69 -62061.1 -298.959 -1899.64 -967.181 24191.9 -1271.83 36469.8 31280.4 23792 62917.9 -23832.1 -35127.1 -26173.8 -35555.4 47674.1 -12980.1 -73814.8 5057.28 23912 -24468.2 54667.2 -187205 -171472 34.5752 3631.19 10686.7 24671.1
internal_weight=0 3.37069e+06 13074 123 947470 163381 141426 1692 139734 1491 1427 1313 403 2985 2061 1934 1716 218 1185 271 914 669 260 409 44 127 784089 59629 23702 7004
internal_count=4318164 3370694 13074 123 947470 163381 141426 1692 139734 1491 1427 1313 403 2985 2061 1934 1716 218 1185 271 914 669 260 409 44 127 784089 59629 23702 7004
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=3 1 3 1 6 1 1 0 0 0 0 0 1 0 0 0 0 1 4 4 1 5 0 4 5 1 0 0 1 1
split_gain=1.10616e+13 8.34231e+13 1.14781e+14 2.85873e+14 2.08441e+14 8.47214e+14 7.13711e+14 5.58896e+14 3.17729e+14 3.48643e+14 3.24986e+14 1.37382e+15 5.43698e+14 5.66332e+14 3.10177e+14 3.06503e+14 2.24098e+14 3.42809e+14 2.19854e+14 2.11784e+14 2.06743e+14 1.91599e+14 1.8946e+14 1.87673e+14 3.95582e+14 2.29288e+14 2.24969e+14 3.89598e+14 3.55369e+14 4.80164e+14
threshold=16.500000000000004 82.940215400000014 18.500000000000004 38.975980350000007 1.5000000000000002 37.39371280000001 30.425002000000003 55.946414150000003 55.349623500000007 54.811549550000009 55.801980100000009 55.74310830000001 37.615058950000012 55.755036050000008 59.990816400000007 60.017447350000005 55.834684950000003 37.737121850000008 3.5000000000000004 1.5000000000000002 37.457850350000008 85.91500000000002 55.628356700000005 1.5000000000000002 63.145000000000003 30.370618100000005 55.745923000000012 55.619594000000006 37.275078000000001 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 15 8 9 -7 11 20 13 -13 18 -2 17 -12 -8 -15 22 -17 -10 24 -6 -26 27 -25 -29 -30
right_child=1 -3 -4 -5 23 7 14 -9 10 -11 16 12 -14 19 -16 21 -18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=-87.83963643426857 -1416.2986793064888 -2420.647896910225 -283.12950754101138 4969.0115023090175 -1904.7594291616706 2854.1401467514784 36430.19545641794 -57514.336353208862 51295.4647492515 92767.610643782289 147424.77659799429 -411910.89972426475 -54527.174756822038 -88244.052937172353 -11401.190165866357 -44608.394015918326 -3121.9143075481525 15950.307407689439 223975.54563492062 -199327.59617861421 -15436.064943701169 -207769.57921570618 -57505.669224471276 1556.9646955055637 -184102.08234206992 -25556.37825157123 -1399.5804590648631 -27839.569202854218 90969.706485586954 22385.28720340662
leaf_weight=3318589 10219 101847 557916 168718 55831 2052 7973 2916 835 546 260 85 913 380 1517 1102 4654 836 63 313 20009 77 198 19035 186 179 26596 1237 1116 11966
leaf_count=3318589 10219 101847 557916 168718 55831 2052 7973 2916 835 546 260 85 913 380 1517 1102 4654 836 63 313 20009 77 198 19035 186 179 26596 1237 1116 11966
internal_value=0 291.628 599.335 2048.2 -832.056 -5906.64 9910.88 -15654.4 -11727.1 21750.5 -14780.6 -20152.8 -106870 -168297 30071.5 -6986.3 6458.35 47139.5 37900.5 -138416 -13183.9 -55264.4 30441 1568.7 -2583.14 -106350 5460.56 10930.7 23391.8 28236.1
internal_weight=0 999575 897728 339812 171094 54948 20951 33997 31081 2598 28483 22733 1691 778 9553 11398 5750 1096 8036 693 21042 1179 1033 116146 56196 365 59950 33354 14319 13082
internal_count=4318164 999575 897728 339812 171094 54948 20951 33997 31081 2598 28483 22733 1691 778 9553 11398 5750 1096 8036 693 21042 1179 1033 116146 56196 365 59950 33354 14319 13082
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 0 1 1 1 6 1 3 3 3 4 5 5 4 5 5 6 1 5 3 6 6 5 4 4
split_gain=1.2193e+13 1.695e+14 1.99478e+14 2.61841e+14 2.27831e+14 2.13169e+14 1.43453e+14 4.31064e+14 4.42897e+14 3.75055e+14 6.67807e+14 3.31412e+14 2.82816e+14 3.38422e+14 2.80222e+14 2.56121e+14 6.94798e+14 5.04121e+14 4.28913e+14 4.08628e+14 2.12161e+14 1.69482e+14 3.61847e+14 1.62031e+14 1.52672e+14 1.42387e+14 1.4158e+14 1.40192e+14 2.01418e+14 1.40052e+14
threshold=55.734663800000007 55.751981950000008 38.422276900000007 49.177301950000007 5.5000000000000009 37.362912300000012 55.755036050000008 37.642309100000013 37.620907050000007 37.615058950000012 1.5000000000000002 37.692869000000009 9.5000000000000018 11.500000000000002 5.5000000000000009 2.5000000000000004 61.845000000000006 48.035000000000004 1.5000000000000002 43.205000000000005 71.715000000000018 1.5000000000000002 37.914142000000005 94.040000000000006 21.500000000000004 1.5000000000000002 1.5000000000000002 77.715000000000018 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 8 9 25 12 24 20 -14 -12 16 17 19 -19 -15 -11 23 -23 -13 26 29 -9 -16 -29 -3
right_child=1 6 3 4 -6 -7 -8 11 -10 10 14 21 13 15 27 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-133.54342643924275 -13248.997456050558 -162094.03213900863 -25320.236693947427 22470.310756796502 -1963.8466083351032 15283.674850061603 128.7219739712767 218944.8078609246 -234208.11698232323 -42961.605648755882 -166701.23141964644 -29536.572098027886 110162.19060562691 -6926.9991851689119 -54012.087360944555 -65596.833136660658 106315.19593031777 112853.586484375 -90580.854764954725 108080.94001025939 -174427.82310855263 57167.738064748643 -3780.2005179995958 151337.85012254902 39860.731047909663 61850.441077921729 61043.949280811918 -444107.91949404759 -108402.24297851563 14397.914615966796
leaf_weight=2646600 2955 58 3629 4977 16360 22988 1604039 121 99 638 312 1715 247 2337 1469 706 533 115 1049 356 152 1302 3868 51 353 687 107 21 120 200
leaf_count=2646600 2955 58 3629 4977 16360 22988 1604039 121 99 638 312 1715 247 2337 1469 706 533 115 1049 356 152 1302 3868 51 353 687 107 21 120 200
internal_value=0 211.44 5893.05 -487.901 3735.59 12033.7 32.9661 -9210.91 -23850.6 -21536.7 -28528.8 8509.84 -12410 -4152.73 -79963.1 -9693.5 -703.129 -15492 -70482.1 8276.43 -68256.4 2432.75 11568.8 -24313.1 81058.3 38062.8 144842 -63154.2 -158401 -25278.6
internal_weight=0 1.67156e+06 50909 24966 21337 25943 1.62066e+06 16616 9099 9000 8055 7517 6133 5343 1922 5096 4390 3857 1164 2693 790 6936 5170 1766 581 945 228 1610 141 258
internal_count=4318164 1671564 50909 24966 21337 25943 1620655 16616 9099 9000 8055 7517 6133 5343 1922 5096 4390 3857 1164 2693 790 6936 5170 1766 581 945 228 1610 141 258
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=5 4 5 1 5 1 3 3 1 0 1 5 0 0 5 0 0 1 0 1 5 0 1 2 5 1 3 0 3 5
split_gain=1.0532e+13 1.897e+13 3.82893e+13 4.22193e+13 4.3259e+13 4.41023e+13 6.25832e+13 6.20211e+13 5.77809e+13 4.9682e+13 5.68045e+13 7.94974e+13 7.16144e+13 4.85775e+13 4.65322e+13 4.37816e+13 8.91004e+13 9.28741e+13 1.10231e+14 8.46839e+13 5.29253e+13 4.7626e+13 4.53388e+13 4.41562e+13 4.27022e+13 7.01275e+13 4.38982e+13 4.12169e+13 4.34245e+13 3.94786e+13
threshold=20.010000000000002 -1.0000000180025095e-35 39.505000000000003 83.140147550000009 71.00500000000001 82.991167100000027 12.500000000000002 21.500000000000004 40.247294600000011 55.046835900000012 55.957851400000003 63.855000000000011 55.755036050000008 55.745923000000012 63.005000000000003 60.052595500000002 59.863160500000006 30.315880100000005 59.932719750000011 37.214886200000009 120.05000000000001 54.484631300000011 37.362912300000012 3.5000000000000004 91.050000000000011 82.933113850000026 22.500000000000004 54.934662400000008 20.500000000000004 55.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 27 -4 -9 11 12 13 -11 -10 16 19 23 -19 20 21 -6 -21 -18 26 -26 -24 -8 -29 -30
right_child=1 -3 3 -5 15 -7 7 9 14 10 -12 -13 -14 -15 -16 -17 17 18 -20 22 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-1381.0652899013407 244.377259356271 -31.104848484593766 -1825.4481133462223 22607.402212429806 117479.93167433968 -54.873233905061866 15482.62449564616 29414.195195560456 13287.273428607383 52199.013628545537 -14720.057527122837 207524.85693359375 -10211.981897576046 211876.78040081525 35953.591045204506 128432.69221875 -74319.783937500004 -297322.61590909091 -42571.505870535715 -133482.21898148148 190667.76473999023 -29805.440472146744 -9711.6709551123913 119931.27144886366 28358.809938252882 -20405.204126619039 20218.608201758543 -3584.6625852551001 1432.9842415018286 -83364.714038825769
leaf_weight=54521 170923 4047321 2341 1129 42 13496 1140 1280 8412 111 787 24 263 23 1015 25 25 33 35 27 32 46 5714 22 907 437 536 7271 94 132
leaf_count=54521 170923 4047321 2341 1129 42 13496 1140 1280 8412 111 787 24 263 23 1015 25 25 33 35 27 32 46 5714 22 907 437 536 7271 94 132
internal_value=0 17.6603 930.041 3511.5 3024.51 4479.26 7152.24 1774.76 12235.9 15686.3 1140.25 30788.8 20104.5 79606.4 15727.7 -3692.53 -4112.99 -91488.3 -166201 -2814.95 80537.3 40489.9 -4127.41 16606.2 -3667.49 12503.2 -7144.85 -2232.64 -4926.44 -48094.9
internal_weight=0 4.26364e+06 216322 45399 44270 36389 22893 11125 11768 2488 1208 421 397 134 9427 7881 7856 115 68 7741 120 88 7621 47 7594 1344 6250 8637 7497 226
internal_count=4318164 4263643 216322 45399 44270 36389 22893 11125 11768 2488 1208 421 397 134 9427 7881 7856 115 68 7741 120 88 7621 47 7594 1344 6250 8637 7497 226
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=5 6 4 3 0 0 2 0 0 1 1 1 1 0 0 3 4 0 1 1 0 5 0 2 1 1 3 0 5 4
split_gain=1.07887e+13 5.33472e+13 3.0365e+14 1.06662e+14 1.02372e+14 1.29917e+14 9.61471e+13 9.1711e+13 8.93377e+13 8.89676e+13 7.64702e+13 7.45616e+13 7.86962e+13 8.08311e+13 1.47565e+14 1.28634e+14 1.03382e+14 9.94772e+13 1.5034e+14 1.39649e+14 2.77232e+14 2.13983e+14 1.97193e+14 9.06055e+13 8.9692e+13 1.4466e+14 1.16918e+14 1.07236e+14 1.19172e+14 1.29707e+14
threshold=42.005000000000003 1.5000000000000002 1.5000000000000002 8.5000000000000018 59.916647550000008 59.904813200000007 4.5000000000000009 56.758269450000007 55.455204450000004 30.305955500000003 83.001620750000015 60.479177250000006 30.451272450000005 56.24640500000001 55.708120100000009 18.500000000000004 1.5000000000000002 54.811549550000009 39.080602550000002 37.832345550000007 55.674875350000008 32.615000000000009 55.141517900000004 2.5000000000000004 37.487839250000007 36.585378200000001 9.5000000000000018 55.619594000000006 32.615000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 8 -1 -7 -5 12 -3 14 17 -16 23 -14 19 20 22 -22 -19 -17 25 -24 27 -26 29 -29
right_child=-2 11 6 10 -6 9 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 21 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-4239.7941783404412 -121.32369392290718 3243.506918676293 1983.3590044616137 -59.925960967680105 -28206.720676885991 250445.62719726562 18787.243310860409 4030.3698581207809 -16557.1239773583 38522.244148137019 -3545.3254224107063 1849.1889442989959 86.172506176921047 -2549.8938435605196 2053.418579374626 -16133.443985027541 65550.764529797263 -27635.423062987305 -12078.858900087565 4388.4530598653382 2987.884537487239 -33743.121588717455 -28121.851748690609 14281.029399491512 -543.77542915528318 9752.0355785421762 -7943.8847861160066 -632.66959883057245 2162.2910107208131 68580.212285774789
leaf_weight=19294 2717292 70464 5105 361935 2000 32 10225 8212 8475 52 76202 330327 331031 126664 145249 1085 363 2746 17105 25214 2285 5185 1097 10071 7253 12498 18193 404 1285 821
leaf_count=19294 2717292 70464 5105 361935 2000 32 10225 8212 8475 52 76202 330327 331031 126664 145249 1085 363 2746 17105 25214 2285 5185 1097 10071 7253 12498 18193 404 1285 821
internal_value=0 205.933 -661.297 -1107.25 -6184.76 -4963.52 13191.4 -5253.52 -7999 119255 -666.116 590.189 56.3319 -260.627 237.697 2860.1 13031.9 -729.349 -3598.67 -1714.39 -4686.89 -22507.5 -1681.73 11323 33.4882 6695.94 -3206.46 5621.56 23437.2 45754.1
internal_weight=0 1.60087e+06 491532 476202 38065 36065 15330 35981 27769 84 438137 1.10934e+06 779013 708549 581885 156768 11519 425117 94086 76981 51767 7470 44297 11156 41551 13595 27956 9763 2510 1225
internal_count=4318164 1600872 491532 476202 38065 36065 15330 35981 27769 84 438137 1109340 779013 708549 581885 156768 11519 425117 94086 76981 51767 7470 44297 11156 41551 13595 27956 9763 2510 1225
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=3 3 2 1 1 1 5 0 0 0 0 4 1 3 0 6 0 2 5 0 5 5 2 5 5 0 5 5 5 5
split_gain=1.15114e+13 7.87024e+13 7.66554e+13 9.20087e+13 1.07395e+14 1.07344e+14 1.04367e+14 9.31487e+13 8.55992e+13 6.37744e+14 1.80028e+14 8.71935e+13 8.83065e+13 1.4944e+14 3.22572e+14 1.86911e+14 1.43254e+14 1.01269e+14 1.03331e+14 9.3659e+13 9.1272e+13 2.26022e+14 1.46645e+14 1.24415e+14 9.79659e+13 1.00955e+14 1.22017e+14 8.04332e+13 7.83118e+13 7.67767e+13
threshold=10.500000000000002 12.500000000000002 2.5000000000000004 30.370618100000005 30.226173900000003 20.507360500000004 34.605000000000011 60.017447350000005 59.863160500000006 59.882016200000002 59.846652800000008 3.5000000000000004 30.243224600000001 11.500000000000002 59.982527000000012 1.5000000000000002 60.035045000000004 10.500000000000002 56.835000000000008 59.950068600000009 66.040000000000006 57.705000000000005 7.5000000000000009 49.995000000000012 120.05000000000001 59.963407450000012 81.910000000000011 52.405000000000008 43.605000000000011 30.025000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 29 10 -10 -8 12 13 14 19 28 17 -15 -19 -11 21 23 -22 -14 25 26 -24 -12 -16 -6
right_child=1 -3 3 -5 6 -7 8 -9 9 11 27 -13 20 16 15 -17 -18 18 -20 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=127.11766960466369 -7064.8218311566816 26.498725576944835 37666.545785570903 -2449.9854820596934 12837.851602089555 -10414.83309394874 1650.8642120188056 -14753.390882637132 146310.71382045161 -37988.760394965277 -27165.027861695649 70459.559493371213 5241.1888352940814 15053.668081742055 -119017.70889047475 -3501.536446593238 162777.1159612342 22523.832894176139 137202.7473294271 164206.42591765872 -34309.858401204954 37224.815027693905 1901.9448190789474 -28103.274021302048 -192658.80570652173 -13888.239564902275 94185.176665741761 -117774.22252038046 -303582.66250000003 52715.729191797203
leaf_weight=2688514 27690 1460871 504 117649 806 5899 1409 426 326 36 186 198 3883 1585 39 61 79 165 150 63 1696 1718 304 1572 23 574 271 207 56 1204
leaf_count=2688514 27690 1460871 504 117649 806 5899 1409 426 326 36 186 198 3883 1585 39 61 79 165 150 63 1696 1718 304 1572 23 574 271 207 56 1204
internal_value=0 -209.712 -2254.24 -1310.12 4411.02 -6630.2 8560.64 27722.5 5363.71 8236.69 -15042.1 4627.92 3566.03 21547.8 -50503.9 -140102 30831.9 25345.7 77132.8 90680.9 -434.69 5593.95 -15512.6 -4367.88 11688.9 15779.4 45395.4 -74890.5 -227814 36724.9
internal_weight=0 1.62965e+06 168779 141089 23440 6403 17037 2436 14601 12799 1802 12473 12275 2234 255 156 1979 1900 315 99 10041 7173 2868 5455 1172 1149 575 393 95 2010
internal_count=4318164 1629650 168779 141089 23440 6403 17037 2436 14601 12799 1802 12473 12275 2234 255 156 1979 1900 315 99 10041 7173 2868 5455 1172 1149 575 393 95 2010
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=2 3 2 1 5 5 1 1 0 1 1 3 0 5 5 4 3 3 5 0 0 1 1 0 1 0 5 3 3 1
split_gain=1.15144e+13 1.3586e+14 9.06675e+13 1.1582e+14 1.55635e+14 9.98145e+13 9.41511e+13 8.47188e+13 7.53651e+13 7.07829e+13 1.87176e+14 1.89223e+14 1.65651e+14 1.68681e+14 1.20489e+14 1.97079e+14 1.17869e+14 1.43687e+14 1.78465e+14 1.44853e+14 1.35409e+14 2.69037e+14 2.64167e+14 5.30821e+14 1.6959e+14 6.63935e+14 2.47369e+14 2.40383e+14 1.40796e+14 1.36855e+14
threshold=4.5000000000000009 6.5000000000000009 5.5000000000000009 60.55755580000001 132.05000000000004 142.05000000000004 30.362552800000003 20.507360500000004 44.678200800000006 30.410108300000001 30.502469200000004 4.5000000000000009 59.950068600000009 70.50500000000001 97.050000000000011 3.5000000000000004 24.500000000000004 5.5000000000000009 40.205000000000005 59.863160500000006 59.916647550000008 30.362552800000003 30.278357500000002 59.882016200000002 30.388336800000001 59.950068600000009 56.005000000000003 13.500000000000002 7.5000000000000009 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 8 -5 7 -7 -2 -4 16 11 14 -13 -14 -11 -16 17 -1 -19 -20 21 22 -21 -24 29 26 -26 -27 -25 -22
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 18 19 20 24 -23 23 28 25 27 -28 -29 -30 -31
leaf_value=1593.4082438700211 -47920.495178130644 94.646865666282849 -33885.306639269875 6174.8087295559726 138430.8657704455 43322.609001479461 -36252.013644513834 -1737.8698124020241 -10927.025082615204 32845.307771748783 207.52271916318543 12815.316916439837 633.43202261547685 -42729.957380106964 321112.06598557695 32356.650053710939 12609.777216153641 2432.2238211836989 -1585.2045631486687 -63252.718712155918 13097.409458570992 -88120.821439957159 77241.067402762943 -70236.466660980994 42510.558602136131 -47553.003314208989 180183.49825202339 32805.249148923453 -14258.588793227691 -13401.423765325046
leaf_weight=48540 398 2074229 1680 1665 94 167 1356 200635 9603 1831 1868577 15459 9649 989 39 60 5253 21433 20542 1068 2109 620 629 521 246 912 278 629 3266 25687
leaf_count=48540 398 2074229 1680 1665 94 167 1356 200635 9603 1831 1868577 15459 9649 989 39 60 5253 21433 20542 1068 2109 620 629 521 246 912 278 629 3266 25687
internal_value=0 -153.688 -2542.87 -10624.6 13242.5 -2022.52 -27526.5 -1829.3 -14345.4 173.501 329.189 8440.74 6206.23 -3398 38655.2 146109 -2067.98 -2677.58 -5337.5 -8284.54 -12111 -25682.5 -18623.5 -7829.96 -9336.77 18312.2 115551 -14752.7 -21959.8 -11390.8
internal_weight=0 2.28983e+06 215598 13042 1759 202556 1523 201033 11283 2.02834e+06 1.8966e+06 28027 26097 10638 1930 99 131733 126480 77940 56507 35965 6104 5484 4416 29861 2065 524 1541 3787 27796
internal_count=4318164 2289827 215598 13042 1759 202556 1523 201033 11283 2028337 1896604 28027 26097 10638 1930 99 131733 126480 77940 56507 35965 6104 5484 4416 29861 2065 524 1541 3787 27796
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=5 1 1 5 3 0 3 1 5 3 1 1 0 0 0 5 1 1 0 1 6 3 3 0 1 0 5 1 1 6
split_gain=1.12594e+13 3.99902e+13 8.35035e+13 5.86723e+13 6.35268e+13 5.85988e+13 5.8425e+13 8.41005e+13 7.78484e+13 7.57575e+13 5.5704e+13 9.04557e+13 8.84849e+13 4.71336e+13 1.17416e+14 1.20734e+14 9.27832e+13 1.10112e+14 6.76258e+13 7.0568e+13 9.02817e+13 5.44143e+13 5.76841e+13 6.46999e+13 1.0443e+14 5.59e+13 5.38749e+13 6.66442e+13 5.55152e+13 1.08783e+14
threshold=31.010000000000002 82.981501350000016 82.888608650000023 20.010000000000002 12.500000000000002 55.099723300000008 8.5000000000000018 83.000022850000008 29.050000000000004 13.500000000000002 82.95335685000002 82.959896850000021 55.034903650000011 55.518428350000008 55.769960200000007 21.015000000000004 38.422276900000007 49.111504200000006 50.973130900000008 54.845880150000006 1.5000000000000002 22.500000000000004 9.5000000000000018 56.911498950000002 59.76223980000001 55.795550600000006 28.035000000000004 37.362912300000012 37.615058950000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 -5 -3 8 -8 -10 -6 12 -12 18 15 -15 26 -18 -1 -20 -21 22 23 24 -16 -23 -17 -28 29 -29
right_child=-2 6 3 4 10 -7 7 -9 9 -11 11 -13 -14 14 21 16 17 -19 19 20 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-143.53580195228662 51.076545520272283 -475.70329401452068 -10695.278358736021 12076.670296306249 5529.7843311232127 -6633.3058696163689 -9134.436777735893 -5661.7772672591445 15825.907733965256 -63943.991916644693 11385.48619089563 683.37788319286744 -52020.329756257976 -1842.1467931589054 -1690.1678953857436 8566.5012232699719 -29559.678745163514 5070.6431188853285 -8405.8343757027287 -12578.693553271518 1136.4496390183583 -41339.996119789837 3028.5060999329635 -4561.4022249197624 9077.5525327970754 -5335.387481686852 -420.02689884398796 2240.3119647757035 18154.739615247523 57146.994981289427
leaf_weight=80063 3925418 23834 2196 15014 6039 1884 965 13218 143 711 306 2329 784 15258 39075 11388 1120 5095 26700 5901 25713 443 38442 40651 11705 16212 1379 531 4521 1126
leaf_count=80063 3925418 23834 2196 15014 6039 1884 965 13218 143 711 306 2329 784 15258 39075 11388 1120 5095 26700 5901 25713 443 38442 40651 11705 16212 1379 531 4521 1126
internal_value=0 -510.5 -176.067 5009.15 6317.65 9990.65 -3555.12 -8436.07 -28595.8 -50586.7 -244.663 -10444.1 -34220.2 -631.148 404.428 5176.19 9432.39 -1170.06 -2030.2 -4620.52 -1423.59 -911.807 -221.711 -1588.26 791.836 -6293.06 12910.6 19456.9 23893.6 39551.7
internal_weight=0 392746 353875 28552 26356 16898 38871 15037 1819 854 9458 3419 1090 325323 186946 40418 25160 6215 138377 58314 31614 146528 129873 91431 50780 16655 18945 7557 6178 1657
internal_count=4318164 392746 353875 28552 26356 16898 38871 15037 1819 854 9458 3419 1090 325323 186946 40418 25160 6215 138377 58314 31614 146528 129873 91431 50780 16655 18945 7557 6178 1657
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=0 1 5 4 0 1 5 5 0 0 2 1 0 5 5 5 1 1 1 0 1 1 5 3 3 6 1 0 5 5
split_gain=1.06796e+13 6.74303e+13 6.86577e+13 6.85706e+13 5.10851e+13 1.17204e+14 4.11956e+13 9.36382e+13 3.86917e+13 6.82504e+13 3.75792e+13 4.83293e+13 1.49078e+14 7.11696e+13 4.64747e+13 3.6984e+13 3.67315e+13 7.48088e+13 4.60447e+13 3.65252e+13 1.12265e+14 6.56297e+13 5.00585e+13 4.41597e+13 4.14882e+13 3.68031e+13 3.71688e+13 3.47808e+13 7.40092e+13 1.36233e+14
threshold=60.693675950000006 33.101335500000005 72.010000000000005 2.5000000000000004 63.563300600000012 30.102666750000001 78.710000000000022 79.010000000000005 61.785186750000001 61.674413550000004 1.5000000000000002 54.845880150000006 63.563300600000012 68.52500000000002 94.040000000000006 46.810000000000009 57.550671000000001 59.76223980000001 61.880021000000006 63.563300600000012 38.058342000000003 53.664171200000006 116.06000000000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 34.359746700000009 61.674413550000004 72.705000000000013 73.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 27 -8 9 -7 -5 19 -13 16 -15 -6 -14 -18 -19 25 -21 22 23 -22 -25 26 -12 28 -3 -30
right_child=1 3 -4 10 15 8 7 -9 -10 -11 11 12 13 14 -16 -17 17 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-18.602326215794935 5148.3630224996386 6881.4357946279561 -48370.684448024207 -2968.476468292467 -9791.5023487720155 -50104.705869255908 -157379.72848557692 -13148.937676655783 -80435.953265139484 5681.9479253659301 15646.746009427587 18088.982289806368 -31648.164566461219 -35234.174022596148 -144308.68763100228 37398.888163718984 61726.076019531261 -78744.027941743843 1822.1875404478164 -41471.644480442359 -103598.2498828125 5475.0281369473078 192681.61752717392 176387.08392588299 43595.390536325518 12720.015073444069 -34298.986526165718 -1360.0224743350611 -181356.47670815678 24925.58189732143
leaf_weight=4258578 1514 8724 448 2783 285 593 52 335 177 348 260 2400 317 827 41 398 200 81 571 222 20 564 23 24 1196 6578 349 30127 59 70
leaf_count=4258578 1514 8724 448 2783 285 593 52 335 177 348 260 2400 317 827 41 398 200 81 571 222 20 564 23 24 1196 6578 349 30127 59 70
internal_value=0 1329.5 -11627.2 2202.9 -6661.58 -12985.3 -63.0892 -32528.8 -37542 -29473.7 7623.74 9779.68 1201.98 -18694.3 -40386.3 17707.4 -2587.72 8224.67 -8186.81 13900.4 25678 33837.4 46502.8 43791.5 46207.7 10542.7 -12975.7 259.236 5769.62 -69420.5
internal_weight=0 59586 3763 55823 3315 2632 39367 387 1118 941 16456 13673 4437 2037 868 683 1169 852 652 9236 2049 1827 1263 1240 1220 7187 609 38980 8853 129
internal_count=4318164 59586 3763 55823 3315 2632 39367 387 1118 941 16456 13673 4437 2037 868 683 1169 852 652 9236 2049 1827 1263 1240 1220 7187 609 38980 8853 129
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 4 6 3 5 0 3 0 3 3 4 3 0 3 5 3 4 5 5 0 6 3 3 0 3 0
split_gain=1.04757e+13 6.49216e+13 5.79292e+13 1.52136e+14 8.34004e+13 9.1352e+13 8.52772e+13 7.97061e+13 7.67163e+13 1.03499e+14 7.43193e+13 7.27921e+13 7.03603e+13 1.27305e+14 6.9539e+13 6.79584e+13 5.7175e+13 5.48746e+13 5.45749e+13 5.37214e+13 9.64149e+13 1.31089e+14 1.0702e+14 5.95104e+13 1.39478e+14 3.92114e+14 2.12446e+14 2.23293e+14 1.47922e+14 1.30162e+14
threshold=30.160599000000001 54.648549400000007 22.500000000000004 16.500000000000004 59.846652800000008 2.5000000000000004 1.5000000000000002 21.500000000000004 92.035000000000011 59.939091550000008 19.500000000000004 59.853570100000006 19.500000000000004 17.500000000000004 3.5000000000000004 21.500000000000004 59.863160500000006 15.500000000000002 110.05000000000001 3.5000000000000004 3.5000000000000004 114.05000000000001 150.04500000000004 60.063729500000008 1.5000000000000002 5.5000000000000009 5.5000000000000009 60.693675950000006 12.500000000000002 59.853570100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 15 -6 11 10 -4 14 -8 -7 13 -13 18 -5 -14 19 -10 20 21 -3 -22 29 25 -25 -26 -28 -27 -21
right_child=-2 2 8 4 5 6 7 -9 9 -11 -12 12 16 -15 -16 -17 -18 -19 -20 23 22 -23 -24 24 26 28 27 -29 -30 -31
leaf_value=-64299.559634985519 -20.196273176603739 -12455.805857384456 -9756.8867051962643 9985.8485803940712 15444.647621846918 -44320.121230468751 114088.36845495345 200579.10722656251 -42278.475905734893 -239428.62035984849 -47259.019131097564 136740.45343191965 56851.331050835179 -66920.283189418871 108645.38559375 -69090.532102468933 208897.72427884617 -10826.939039401483 -221122.77840401788 3122.8389721712847 78303.821181911902 -184236.54947916669 -84049.258046875009 208178.47493250231 -10845.118453399671 -16473.550995379985 80428.966562604692 -7682.8944894159813 190512.00296474362 -11361.517993679923
leaf_weight=151 4246761 3471 1584 272 3254 100 94 64 91 33 41 42 507 114 25 181 26 3990 21 45936 216 45 50 136 2279 301 653 514 39 7173
leaf_count=151 4246761 3471 1584 272 3254 100 94 64 91 33 41 42 507 114 25 181 26 3990 21 45936 216 45 50 136 2279 301 653 514 39 7173
internal_value=0 1201.19 1340 1792.98 19175.4 23530.8 50162.8 108662 -16608.2 -80446.6 65086.6 35408.3 46979.9 -12088.5 -42151.7 -21609.8 64268.2 533.622 -75811.8 1279 -10262.7 -14654.4 47786.3 2044.39 13931.4 64671.6 6922.54 41620.5 7268.91 1166.55
internal_weight=0 71403 71252 69498 4695 4242 988 199 1754 170 135 789 689 156 137 453 533 64803 112 60813 3782 3516 266 57031 3922 476 3446 1167 340 53109
internal_count=4318164 71403 71252 69498 4695 4242 988 199 1754 170 135 789 689 156 137 453 533 64803 112 60813 3782 3516 266 57031 3922 476 3446 1167 340 53109
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 3 3 2 0 0 1 3 0 0 2 2 5 1 1 2 2 2 1 0 4 0 3 1 0 1
split_gain=1.05394e+13 3.19777e+13 8.15219e+13 1.02748e+14 9.88836e+13 7.25202e+13 1.52008e+14 1.1159e+14 1.31933e+14 1.08384e+14 1.06916e+14 1.02981e+14 1.00791e+14 1.25508e+14 9.31768e+13 8.90379e+13 9.87954e+13 1.057e+14 8.49149e+13 9.92013e+13 8.48468e+13 7.92071e+13 1.12333e+14 7.56693e+13 9.96878e+13 7.80412e+13 6.7789e+13 6.72009e+13 6.4574e+13 6.1191e+13
threshold=177.02500000000003 150.04500000000004 9.5000000000000018 83.761389800000003 83.140147550000009 11.500000000000002 15.500000000000002 8.5000000000000018 57.131524800000008 59.990816400000007 38.984911950000004 20.500000000000004 45.029420750000007 56.143542450000005 11.500000000000002 10.500000000000002 161.85000000000002 61.365473900000005 82.940215400000014 22.500000000000004 17.500000000000004 6.5000000000000009 65.520339550000017 55.762622900000004 2.5000000000000004 45.053747000000008 27.500000000000004 49.111504200000006 56.852744000000008 82.945329900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 4 5 15 7 8 10 11 -7 12 -8 20 -9 16 17 -4 19 28 23 -19 -23 24 -14 -26 -21 -25 -13 -3
right_child=-2 2 3 -5 -6 6 9 14 -10 -11 -12 18 13 -15 -16 -17 -18 21 -20 26 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=4.0938799419087877 3510.7648980980375 7952.504573033314 -32746.720578163549 80790.235906862756 -185952.09487847224 65520.320698635063 52255.54135920207 113193.25345441884 142373.52552849264 -229589.21538085939 -62990.722574419473 33150.481101145328 112836.87947387696 11452.642758824275 2615.5173668032789 -229381.116625 -1210.8774421405076 -184058.27671582944 156594.55555555556 -102856.47330411586 -245190.26530172417 -240750.47916666666 35685.769451530614 -61440.507552083342 -155981.53806322673 -51526.675924977026 80873.591601562512 -275658.86777343752 -104761.69691722974 -33132.73197174447
leaf_weight=4302555 8534 3316 304 102 36 87 96 203 51 26 253 412 32 208 122 25 399 107 36 123 29 21 49 27 86 425 24 32 37 407
leaf_count=4302555 8534 3316 304 102 36 87 96 203 51 26 253 412 32 208 122 25 399 107 36 123 29 21 49 27 86 425 24 32 37 407
internal_value=0 -6.95208 -6724.39 -18037.1 -21138.8 -19292.7 -9888.6 28382.7 -7609.55 -27090.2 -30107 -23730.3 -44806.7 -55912.8 71684.1 -43286.3 -37999.5 -68516.4 7450.7 -1557.99 -78118.8 -129951 -47245.1 -70070.5 -58383.9 -69106.2 -72859.7 -177627 21785.8 3461.05
internal_weight=0 4.30963e+06 7075 3352 3250 3214 2309 716 391 1593 340 1567 935 839 325 905 880 481 632 596 631 177 70 602 543 511 147 59 449 3723
internal_count=4318164 4309630 7075 3352 3250 3214 2309 716 391 1593 340 1567 935 839 325 905 880 481 632 596 631 177 70 602 543 511 147 59 449 3723
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=3 0 1 4 5 4 5 1 0 1 0 1 5 5 1 1 1 1 0 5 5 0 0 5 5 0 1 1 0 0
split_gain=1.01629e+13 2.8302e+13 3.33813e+13 2.62366e+13 3.05965e+13 8.34112e+13 5.08449e+13 3.79264e+13 3.11568e+13 5.60915e+13 3.01245e+13 7.02753e+13 2.7335e+13 2.53635e+13 2.49321e+13 2.74198e+13 7.65716e+13 3.48189e+13 3.31187e+13 4.00128e+13 3.15224e+13 3.05192e+13 5.09716e+13 8.68446e+13 5.6522e+13 5.1598e+13 4.84663e+13 7.98406e+13 4.46382e+13 3.83283e+13
threshold=2.5000000000000004 57.265292900000006 104.38035940000002 1.5000000000000002 59.810000000000009 2.5000000000000004 77.715000000000018 37.66934650000001 44.580511600000001 39.704585000000002 57.157092150000004 61.880021000000006 43.605000000000011 62.385000000000012 28.619594500000002 40.247294600000011 50.388877400000005 39.863684800000009 57.814144100000007 74.010000000000005 48.510000000000012 59.609407350000005 59.932719750000011 96.015000000000015 62.385000000000012 59.939091550000008 30.425002000000003 30.388336800000001 59.863160500000006 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 8 -8 9 -6 -7 -12 -5 -4 -3 17 -17 21 19 -18 -19 -16 23 24 29 -24 27 28 -26 -23
right_child=-2 14 13 4 5 10 7 -9 -10 -11 11 -13 -14 -15 15 16 18 20 -20 -21 -22 22 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-1067.6996702908934 -25.154709502949277 -35546.007668405138 -17814.350045932657 1310.4290167667068 134210.87261256168 1805.3127810121614 -125114.21958289515 -35033.921571726612 -13603.427184199971 4076.3461217599324 -17211.901371783089 115130.22094983552 5964.0767114521677 8885.2214877658425 -11275.492183330742 -35440.292714444193 -14290.928454338393 -1143.3482466757685 -188.81715411165436 -92041.521679687503 33542.349372705401 -12810.685738023123 -115956.36072716345 -96126.020132211546 -6071.8232833059219 -107.32683229315965 -5527.6469700168927 256707.45191761362 148237.17262985642 43639.129908136405
leaf_weight=24066 4205107 235 1484 21539 38 17477 52 462 2400 258 85 76 30489 468 1928 831 977 461 5598 71 607 192 39 52 38 2705 37 33 37 322
leaf_count=24066 4205107 235 1484 21539 38 17477 52 462 2400 258 85 76 30489 468 1928 831 977 461 5598 71 607 192 39 52 38 2705 37 33 37 322
internal_value=0 935.619 1534.38 1795.08 2740.47 -496.44 -15323.4 -44147.1 -9828.08 20782.8 2201.97 45260.2 4037.52 -11413 -3245.26 -2700.26 -6821.6 2076.55 -3243.18 -19558.4 18570.3 -1195.86 4428.9 28290.4 38107.8 -1753.87 93247.4 127087 70053.9 22552.8
internal_weight=0 113057 98894 96942 72876 20848 3210 514 2696 296 17638 161 52028 1952 14163 13928 7477 6451 6646 1048 1068 5383 3455 711 659 2744 145 108 75 514
internal_count=4318164 113057 98894 96942 72876 20848 3210 514 2696 296 17638 161 52028 1952 14163 13928 7477 6451 6646 1048 1068 5383 3455 711 659 2744 145 108 75 514
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=1 2 3 0 0 5 1 0 5 4 0 3 5 5 5 4 0 0 0 5 5 0 4 0 0 3 3 5 1 2
split_gain=1.01148e+13 5.07694e+13 4.79892e+13 1.0927e+14 5.01097e+13 7.21535e+13 4.79544e+13 1.61945e+14 7.82552e+13 1.16801e+14 9.56147e+13 7.09663e+13 5.67781e+13 1.0249e+14 8.92671e+13 9.29426e+13 1.11514e+14 7.89801e+13 7.39169e+13 7.37339e+13 6.28714e+13 5.78159e+13 2.42874e+14 9.89864e+13 5.63616e+13 7.14065e+13 5.49911e+13 5.38443e+13 5.31444e+13 1.15915e+14
threshold=83.015546400000019 1.5000000000000002 9.5000000000000018 55.025681450000008 55.034903650000011 67.520000000000024 83.026705000000007 55.039751500000008 74.610000000000014 2.5000000000000004 55.017766000000002 14.500000000000002 70.00500000000001 77.715000000000018 79.010000000000005 3.5000000000000004 50.565831500000009 51.83362145000001 50.565831500000009 102.01000000000001 64.020000000000024 51.67657710000001 2.5000000000000004 48.713222300000005 55.02863030000001 9.5000000000000018 24.500000000000004 37.995000000000012 104.38035940000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 10 -10 -3 -9 20 -14 17 16 19 18 -15 -16 27 22 -22 -24 -12 -26 28 -8 -18 -30
right_child=1 6 3 4 -6 -7 12 11 9 -11 24 -13 13 14 15 -17 26 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-41.677868915503467 -959.26123909283058 -5030.4017041577245 4834.2333330230167 -30143.911579748314 -6560.4353071911073 42150.947506566547 -1836.5275642102017 -34871.671001059934 -40144.912659715657 15037.158534759372 27212.856036781573 33345.49492717634 12795.371241753557 14288.751864346592 95696.354818274456 -5852.983722449324 10530.221654452949 -12937.724493116541 -143863.93388888889 -21518.102081473218 82607.24918767756 -4633.2816215910598 14497.46607820085 -97103.444141466869 58979.07577217721 8487.8991502420467 -35214.204567344517 1824.2703938136212 -801.89409325804945 -97096.271123994287
leaf_weight=4020050 38439 2347 3324 2881 2095 145 58498 1186 727 812 3658 175 10482 44 230 7538 10526 2281 90 70 132 15878 103 348 296 5213 306 128293 1863 134
leaf_count=4020050 38439 2347 3324 2881 2095 145 58498 1186 727 812 3658 175 10482 44 230 7538 10526 2281 90 70 132 15878 103 348 296 5213 306 128293 1863 134
internal_value=0 562.024 -2458.85 -9284.53 -18448.9 -26679.7 1125.77 6725.82 10148.5 -11030 12979.3 -26100.2 784.922 4595.28 871.451 2997.28 8078.65 -17320.9 -91933.2 68346.3 155.699 -5768.9 -36697.4 -71615.9 17590.3 11200.8 6669.32 677.805 7692.75 -7263.31
internal_weight=0 298114 46884 8445 5121 3026 251230 14414 13053 1539 11514 1361 236816 33564 23082 20667 13129 2415 134 300 203252 16461 583 451 9167 5509 12829 186791 12523 1997
internal_count=4318164 298114 46884 8445 5121 3026 251230 14414 13053 1539 11514 1361 236816 33564 23082 20667 13129 2415 134 300 203252 16461 583 451 9167 5509 12829 186791 12523 1997
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=3 0 0 6 0 5 1 1 2 2 2 6 0 0 3 5 1 1 0 1 0 0 0 1 3 1 5 5 5 5
split_gain=1.00072e+13 2.33631e+13 3.23679e+13 1.05706e+14 4.76139e+13 3.29711e+13 3.21409e+13 3.14663e+13 2.95398e+13 2.79064e+13 3.88897e+13 2.78095e+13 2.76732e+13 4.76622e+13 3.50573e+13 7.06361e+13 3.04997e+13 8.64449e+13 3.92434e+13 5.69399e+13 4.19254e+13 8.90225e+13 9.69125e+13 4.83335e+13 4.02342e+13 4.85807e+13 3.98868e+13 5.98171e+13 3.9194e+13 3.76515e+13
threshold=31.500000000000004 55.695992150000002 55.727011600000004 1.5000000000000002 55.745923000000012 56.205000000000005 37.275078000000001 37.362912300000012 27.500000000000004 1.5000000000000002 3.5000000000000004 1.5000000000000002 47.222459950000008 54.708501450000007 32.500000000000007 62.995000000000012 37.855187800000003 37.66934650000001 55.551692500000009 37.417247200000006 55.674875350000008 55.645049100000001 55.56564190000001 37.516458750000005 32.500000000000007 37.542000650000013 84.030000000000015 41.505000000000003 71.715000000000018 32.355000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 8 -4 -5 -2 -8 -3 -9 11 -11 -12 14 -14 -16 17 18 -15 -20 21 22 24 28 -21 -26 27 -22 -23 -27
right_child=1 2 4 5 -6 -7 7 9 -10 10 12 -13 13 16 15 -17 -18 -19 19 20 26 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=11.585478053982321 121157.25536684784 -23762.107404153197 33278.451143425009 165623.29474085369 -3063.1778561926171 16033.872350543479 -82524.723473837221 -114635.26468750002 6259.1929115793819 43365.319885038487 46008.335258152176 -55572.642507737677 -74683.269390652698 -11092.651093649312 -85735.534680175784 115253.19595588237 14608.194778572693 -32971.059668975002 -59346.804097911801 -51645.89199587264 25363.679947160002 86854.504317382816 -81145.001268433989 169266.40811043433 -58015.767631199051 -17714.931689453126 56410.365772920501 -18466.475227650706 -55448.840787760419 61966.817973972604
leaf_weight=4293298 23 1857 369 41 15681 23 43 20 398 340 138 31 141 1079 36 34 1512 740 107 53 527 100 89 59 46 70 136 761 24 388
leaf_count=4293298 23 1857 369 41 15681 23 43 20 398 340 138 31 141 1079 36 34 1512 740 107 53 527 100 89 59 46 70 136 761 24 388
internal_value=0 -2000.32 -3823.27 -14866.6 -2227.66 111865 3153.73 2734.5 -18463.4 3304.57 3672.5 35098.3 1742.21 707.186 -45963.1 11887.6 2437.54 -1965.92 4705.73 11928.8 15313.8 33192.5 15751.1 94761.7 31233.6 39949.1 4905.53 -532.864 59311.9 49788.4
internal_weight=0 24866 18369 2319 16050 64 6497 6474 2255 6431 6411 371 6040 5902 211 70 5691 4179 3439 2360 2253 829 646 183 557 504 1424 1288 124 458
internal_count=4318164 24866 18369 2319 16050 64 6497 6474 2255 6431 6411 371 6040 5902 211 70 5691 4179 3439 2360 2253 829 646 183 557 504 1424 1288 124 458
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=1 1 3 1 0 0 0 0 1 0 5 0 0 5 1 1 5 3 3 0 0 0 0 1 5 0 1 5 0 3
split_gain=9.81609e+12 3.51474e+14 2.60036e+14 2.18275e+14 2.2039e+14 1.90562e+14 1.88785e+14 1.94862e+14 1.97896e+14 1.9509e+14 1.69233e+14 1.44624e+14 2.18363e+14 1.3176e+14 1.30767e+14 1.27534e+14 1.26331e+14 1.22583e+14 1.16951e+14 1.16942e+14 1.9401e+14 1.40734e+14 1.29552e+14 1.72789e+14 1.12708e+14 1.06676e+14 1.72907e+14 1.39999e+14 1.333e+14 1.03126e+14
threshold=57.550671000000001 60.08989780000001 10.500000000000002 55.912026600000011 59.939091550000008 63.563300600000012 53.516665650000007 54.762542150000009 56.135466100000009 54.736324100000012 76.00500000000001 57.945214300000011 54.864040150000001 64.405000000000015 53.664171200000006 56.135466100000009 65.905000000000015 26.500000000000004 10.500000000000002 54.194619400000008 57.692655200000004 57.945214300000011 57.117834900000013 59.76223980000001 40.905000000000008 57.265292900000006 65.659480050000013 86.02500000000002 58.242297500000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 14 6 13 29 8 9 17 -11 12 -9 19 -1 18 -16 24 -13 -2 22 -22 23 -21 -8 -3 27 -27 -28 -5
right_child=1 25 -4 4 -6 -7 7 11 -10 10 -12 15 -14 -15 16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=32.184693791241848 3090.7596254419877 135.2874306545969 -56014.450265286025 25505.894618185142 -33555.135820437274 36633.221545237691 2271.4343414920859 882.19661605767442 -35015.551221515925 24809.00173753273 75815.61336271475 2236.3554002365286 -29477.045868760324 -25725.206902926715 -3847.5942797047255 9884.4984574084156 -21899.698170217958 -27067.845822431736 -29439.062153890485 -31747.835079903954 8580.6921429063132 -18154.226674418813 -45390.177467126799 -1346.0017961637977 17706.165783963053 -15185.676111717557 -15440.255896816127 -104442.67984598683 4868.0151826490328 -18330.85406501649
leaf_weight=2686671 7593 1454949 1210 611 1448 898 7341 13444 811 5080 746 4330 2876 4584 28417 27493 4489 826 1595 3573 5562 3048 1850 3921 13307 9612 4303 179 12987 4410
leaf_count=2686671 7593 1454949 1210 611 1448 898 7341 13444 811 5080 746 4330 2876 4584 28417 27493 4489 826 1595 3573 5562 3048 1850 3921 13307 9612 4303 179 12987 4410
internal_value=0 -205.163 -10534.8 110.8 5121.65 -8761.24 5797.45 7009.6 13664.5 15110.6 31340.2 3248.36 -4467.88 -10114.1 -44.5566 7016.66 -6310.24 10707.5 -6290.61 -7312.98 -11712.9 -883.655 -21691.4 -15841 12218.6 19.5393 -6199.12 -16817.5 -186.149 -12996.4
internal_weight=0 1.51427e+06 32239 2.8039e+06 84318 31029 82870 77849 28111 27300 5826 49738 16320 30131 2.71958e+06 33418 32906 21474 5925 25547 17954 8610 9344 7494 20648 1.48203e+06 27081 9791 17290 5021
internal_count=4318164 1514269 32239 2803895 84318 31029 82870 77849 28111 27300 5826 49738 16320 30131 2719577 33418 32906 21474 5925 25547 17954 8610 9344 7494 20648 1482030 27081 9791 17290 5021
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=3 3 5 4 5 0 5 1 1 3 0 6 5 0 5 5 0 3 0 0 1 5 1 5 1 3 1 0 3 3
split_gain=1.11829e+13 6.37477e+13 7.447e+13 1.21411e+14 1.77628e+14 2.15338e+14 1.38474e+14 1.23209e+14 1.20636e+14 1.09252e+14 1.30508e+14 1.05521e+14 2.38713e+14 2.63269e+14 3.57323e+14 1.25706e+14 1.88108e+14 1.14912e+14 1.93167e+14 2.19219e+14 1.74691e+14 2.23587e+14 1.8235e+14 1.45842e+14 1.57577e+14 1.07746e+14 9.66031e+13 1.02988e+14 9.41398e+13 1.89567e+14
threshold=10.500000000000002 12.500000000000002 74.610000000000014 1.5000000000000002 49.010000000000012 55.784980300000008 39.355000000000011 65.610478850000007 82.902675200000019 17.500000000000004 55.034903650000011 1.5000000000000002 51.405000000000008 59.990816400000007 63.855000000000011 49.505000000000003 55.812836050000008 17.500000000000004 59.882016200000002 60.017447350000005 30.305955500000003 62.015000000000008 30.259484550000003 52.020000000000003 30.388336800000001 18.500000000000004 37.503486000000002 55.727011600000004 28.500000000000004 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 26 -3 11 9 -9 -11 12 -8 28 -15 -13 -17 20 -19 23 21 -18 -23 -20 25 -25 27 -5 29 -14
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12 15 13 14 -16 16 17 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=125.29045409107114 -2046.7567357478097 745.45850161898261 -1640.5471151984777 22940.821775280023 850.50703929635188 -434.09799773372538 -14.122186589709074 -7209.2514880684066 -4274.9072457796237 -66.194518657019259 -40445.865614963128 -1594.4276251022238 16356.223463892582 51990.846912583802 294715.17525000003 -2731.8877158339205 24401.901123654694 -16949.635468238324 -3748.2826947648955 15923.308718568916 -14771.618917663116 104994.71391601564 489909.56937499996 -201294.29606299213 -27757.971074587265 -100614.06035665501 10324.798495846015 87070.001877180155 -23223.048877510708 222339.30993055558
leaf_weight=2688514 168779 389777 231236 3298 459827 22975 100554 5129 45698 1107 2890 138169 6255 317 75 15945 241 2901 214 302 4389 32 20 127 265 652 27547 271 613 45
leaf_count=2688514 168779 389777 231236 3298 459827 22975 100554 5129 45698 1107 2890 138169 6255 317 75 15945 241 2901 214 302 4389 32 20 127 265 652 27547 271 613 45
internal_value=0 -206.698 5.88991 315.507 1488.15 6908.7 -526.502 -2047.58 -6371.17 -16868.1 -29262.4 -1173.29 1253.88 18708.1 98430.5 -2776.84 -9288.84 -20723.9 -32209.1 -60585.8 -9780.81 64979.1 253039 -78952.9 -94368.4 -117028 12330.4 27810.3 14187.4 17827.5
internal_weight=0 1.62965e+06 1.46087e+06 1.22964e+06 513918 54091 715717 325940 54824 9126 3997 271116 107859 7305 392 163257 25088 9143 4461 1560 4682 293 52 1258 1044 779 31116 3569 6913 6300
internal_count=4318164 1629650 1460871 1229635 513918 54091 715717 325940 54824 9126 3997 271116 107859 7305 392 163257 25088 9143 4461 1560 4682 293 52 1258 1044 779 31116 3569 6913 6300
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=0 3 5 1 1 0 0 3 0 1 0 0 0 6 5 3 6 1 3 1 1 1 1 0 3 0 3 3 1 1
split_gain=1.20046e+13 5.3473e+13 1.18842e+14 1.75359e+14 2.36088e+14 3.93214e+14 3.55504e+14 3.54887e+14 1.67478e+14 2.07176e+14 1.56309e+14 5.73309e+14 2.83757e+14 2.88202e+14 3.07116e+14 2.20184e+14 2.11123e+14 3.06832e+14 2.69361e+14 1.96464e+14 1.96029e+14 1.8885e+14 1.99253e+14 2.04234e+14 1.81151e+14 1.67106e+14 1.57532e+14 1.56925e+14 2.25187e+14 1.52136e+14
threshold=55.899899800000007 7.5000000000000009 47.005000000000003 30.102666750000001 30.160599000000001 60.017447350000005 59.990816400000007 5.5000000000000009 60.003414000000006 28.619594500000002 59.863160500000006 59.916647550000008 59.882016200000002 1.5000000000000002 60.005000000000003 5.5000000000000009 1.5000000000000002 30.315880100000005 6.5000000000000009 30.362552800000003 30.305955500000003 33.101335500000005 30.370618100000005 59.609407350000005 5.5000000000000009 59.853570100000006 5.5000000000000009 6.5000000000000009 30.315880100000005 34.359746700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 -5 -8 9 -4 21 12 -12 27 26 20 17 18 -17 -18 -13 22 24 -24 -6 -26 -15 28 -14 -23
right_child=1 -3 3 4 10 -7 7 -9 -10 -11 11 15 13 14 -16 16 19 -19 -20 -21 -22 29 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-109.04082695031649 -310.33332621360319 -193.22005296623945 4961.8939122607899 44056.435555245989 -6194.9408361308488 -59062.861796201512 136073.87282604873 553118.66662499995 9672.0627570714369 -39344.023522718591 -847.7305160200417 25826.122521912312 296275.71180366847 617.07353816553814 -77899.700020448552 230209.66690955532 -34160.349864227137 -25258.741253134649 47444.140074085459 3573.6887032798486 2930.111267259058 -67787.483273553356 -15750.532399405138 40220.401778727202 4376.6996274995672 104736.7708761706 -99108.997169007664 -35207.586433002311 39345.102849786934 4111.1575814407361
leaf_weight=3024581 236621 870569 1639 1537 3605 348 111 25 2260 2964 1990 4349 46 1006 2236 104 3820 486 359 2160 26677 295 766 4378 361 307 188 142 132 124102
leaf_count=3024581 236621 870569 1639 1537 3605 348 111 25 2260 2964 1990 4349 46 1006 2236 104 3820 486 359 2160 26677 295 766 4378 361 307 188 142 132 124102
internal_value=0 254.953 1177.3 3065.81 3665.51 37651.2 57768.6 212737 -12621.9 -23567.9 3278.58 -1914.41 -31369.3 -47566 -56033.7 2540.1 -13577 30240.8 88497.3 -20530.7 6139.51 4974.27 18628.2 31885.7 2668.25 50500.3 -15085.2 43196.1 105743 3940.65
internal_weight=0 1.29358e+06 423014 186393 179530 2021 1673 136 6863 4603 177509 43695 5740 3750 3430 37955 6929 949 463 5980 31026 133814 9417 5144 4273 668 1194 320 178 124397
internal_count=4318164 1293583 423014 186393 179530 2021 1673 136 6863 4603 177509 43695 5740 3750 3430 37955 6929 949 463 5980 31026 133814 9417 5144 4273 668 1194 320 178 124397
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 0 1 1 1 6 6 5 1 3 1 5 0 3 1 0 5 0 1 1 0 0 3 3 3 4
split_gain=1.00264e+13 5.07735e+13 1.19573e+14 9.26627e+13 9.16415e+13 1.07862e+14 6.08777e+13 5.8575e+13 5.72716e+13 1.32352e+14 5.30893e+13 5.0142e+13 6.17789e+13 5.57027e+13 5.46841e+13 1.19128e+14 7.51588e+13 7.86618e+13 6.55395e+13 6.18294e+13 6.3145e+13 5.84716e+13 6.7324e+13 3.90552e+14 2.40911e+14 2.93614e+14 1.04315e+14 1.61629e+14 5.60226e+13 8.81785e+13
threshold=42.005000000000003 43.205000000000005 37.914142000000005 13.500000000000002 59.939091550000008 59.896318000000008 82.784560750000011 37.475443250000005 37.487839250000007 1.5000000000000002 1.5000000000000002 40.005000000000003 30.346469350000003 14.500000000000002 38.422276900000007 41.305000000000007 55.56564190000001 9.5000000000000018 39.630124250000001 55.68356880000001 40.905000000000008 55.812836050000008 37.615058950000012 37.559851850000008 55.708120100000009 55.784980300000008 5.5000000000000009 8.5000000000000018 18.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 6 5 7 -4 -2 9 -9 -6 -1 13 -13 16 18 -14 21 -16 20 -19 22 23 -18 -25 26 -26 -28 29 -21
right_child=1 -3 3 -5 10 -7 -8 8 -10 -11 -12 12 14 -15 15 -17 17 19 -20 28 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-37.700515999498492 -414.89546618759908 -19.751960728038522 -3793.8720432354635 -8842.2504898610368 -25447.026691886684 32999.314455970045 2405.4536484411037 109633.41227383456 8035.4109739705791 -5059.1007751736115 -1946.3506009745849 514.7438717600819 11134.689508660755 -13817.9270941792 -1610.3056797006032 -1071.0612022196931 10879.216230009326 -24214.920597520904 5766.6804422281739 -5283.4886702002814 -2315.8848024538329 4284.8492343665912 7716.8879784755081 39845.171283989446 138262.80144675926 44849.419228078361 503416.86160714284 227606.75188045061 7499.1343022704332 27286.28911997308
leaf_weight=1358793 12964 2586493 51999 25935 1477 1373 22780 182 11111 225 2753 6158 13533 4845 15307 107082 1379 1931 56484 10462 4139 7140 2130 154 27 67 42 43 10253 903
leaf_count=1358793 12964 2586493 51999 25935 1477 1373 22780 182 11111 225 2753 6158 13533 4845 15307 107082 1379 1931 56484 10462 4139 7140 2130 154 27 67 42 43 10253 903
internal_value=0 -116.959 -2039.18 -3691.69 3492.84 5725.23 -1905.37 4195.64 9385 46228.5 -10152.1 198.524 1524.45 -5796.42 1873.05 1042 4720.64 2475.97 4193.79 -364.496 -9282.45 9637.41 19584.6 34350 131546 210439 309497 363889 2139.53 -2695.67
internal_weight=0 2.71729e+06 130799 100714 30085 25855 74779 24482 11518 407 4230 1.60087e+06 242079 11003 231076 178873 52203 38670 71791 27688 6070 10982 3842 1712 333 179 112 85 21618 11365
internal_count=4318164 2717292 130799 100714 30085 25855 74779 24482 11518 407 4230 1600872 242079 11003 231076 178873 52203 38670 71791 27688 6070 10982 3842 1712 333 179 112 85 21618 11365
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 5 1 1 3 3 5 1 3 5 1 5 6 1 1 1 1 6 0 5 4 5 5 5 3
split_gain=1.03405e+13 5.2541e+13 1.1041e+14 2.75253e+14 1.26136e+14 1.03047e+14 1.31744e+14 9.22063e+13 7.16378e+13 6.99927e+13 1.0971e+14 9.85235e+13 6.64212e+13 6.5576e+13 8.70286e+13 5.8088e+13 6.72257e+13 5.69223e+13 5.56024e+13 6.89961e+13 1.94692e+14 6.56446e+13 1.91996e+14 7.03834e+13 1.33177e+14 9.53147e+13 1.80598e+14 1.53532e+14 6.1313e+13 5.54959e+13
threshold=55.899899800000007 55.924336300000007 37.914142000000005 37.869926150000005 116.06000000000002 84.030000000000015 40.405000000000008 37.777459000000007 53.664171200000006 16.500000000000004 14.500000000000002 128.92000000000004 37.944765900000007 8.5000000000000018 68.52500000000002 37.39371280000001 100.05000000000001 1.5000000000000002 37.737121850000008 37.597123000000003 37.559851850000008 37.692869000000009 1.5000000000000002 55.91302515000001 52.710000000000008 2.5000000000000004 73.010000000000005 74.010000000000005 68.52500000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 6 -2 18 12 10 11 -7 -4 14 -5 -11 -17 -9 19 20 -8 22 23 24 -21 -26 -27 -28 -23 -15
right_child=1 -3 4 13 -6 9 7 17 -10 15 -12 -13 -14 29 -16 16 -18 -19 -20 21 -22 28 -24 -25 25 26 27 -29 -30 -31
leaf_value=-101.20145841963495 -3982.6772464869159 133.06803488871219 -93790.985346798785 72590.239460007244 -171488.56474609376 -18498.096815071527 20623.566209559103 -26944.311748024782 -90339.670025510204 35025.937654848451 98825.234608644867 126615.78945703125 -3293.6034917698107 17007.010180428559 196115.71116857394 -26953.516043816595 -89088.669487893989 4871.9688962602113 36591.92245812255 -22262.990985756733 127794.55411138269 20273.714831448131 -101416.09879068169 -33251.19096184642 66947.633346155912 -73356.961194681688 291102.01567887928 20153.442026041666 -9032.9000510450333 98309.954449728262
leaf_weight=3024581 7110 1260308 82 290 46 728 3197 663 98 108 107 50 7411 311 71 698 232 3703 1300 564 179 3978 193 397 509 161 29 75 870 115
leaf_count=3024581 7110 1260308 82 290 46 728 3197 663 98 108 107 50 7411 311 71 698 232 3703 1300 564 179 3978 193 397 509 161 29 75 870 115
internal_value=0 236.623 4158.84 7302.71 -6395.38 5458.8 7323.69 12405.8 -5394.95 -16776.3 3885.28 -9172.01 -4283.97 65527.6 96884.7 -34392.4 -42453.9 40.4998 17119.9 14626.5 26305.9 8807.44 -6800.32 3724.66 14695.8 41627.1 -7007.56 95706.4 15014.5 38955
internal_weight=0 1.29358e+06 33275 25638 7637 24851 22928 15818 7591 1923 885 778 7493 787 361 1038 930 4366 11452 10152 3376 6776 1928 1735 1338 774 265 104 4848 426
internal_count=4318164 1293583 33275 25638 7637 24851 22928 15818 7591 1923 885 778 7493 787 361 1038 930 4366 11452 10152 3376 6776 1928 1735 1338 774 265 104 4848 426
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 6 5 6 5 5 1 3 0 0 3 3 5 3 0 3 3 5 5 3 5 0 0 1 1
split_gain=1.08378e+13 1.80652e+14 8.39679e+13 1.76808e+14 1.79183e+14 2.23479e+14 1.86745e+14 1.72782e+14 1.50616e+14 1.6529e+14 1.3769e+14 1.20032e+14 1.16157e+14 1.11989e+14 1.08957e+14 1.08887e+14 1.02295e+14 9.2649e+13 8.81882e+13 8.43234e+13 8.30431e+13 7.21677e+13 9.29872e+13 8.98317e+13 7.18113e+13 1.21181e+14 7.14268e+13 7.12311e+13 9.68784e+13 1.25082e+14
threshold=53.37994195000001 53.516665650000007 53.145783300000012 83.761389800000003 50.227799100000006 49.964253350000007 1.5000000000000002 100.05000000000001 1.5000000000000002 49.995000000000012 64.020000000000024 50.158868250000005 9.5000000000000018 53.204054050000003 53.204054050000003 4.5000000000000009 9.5000000000000018 142.05000000000004 25.500000000000004 53.204054050000003 5.5000000000000009 19.500000000000004 64.805000000000021 66.040000000000006 10.500000000000002 161.85000000000002 53.204054050000003 52.485928400000006 45.148007750000012 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 27 4 5 6 -4 16 21 -10 -6 12 15 18 -9 -11 -8 -17 -14 -13 -2 23 -23 -7 -12 -26 -18 -1 29 -29
right_child=1 -3 3 -5 10 8 7 14 9 11 24 19 13 -15 -16 17 26 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=155.19244424477171 -4662.4100518150435 -37.87988079369358 12530.099984423725 15969.548132000355 413.81997400217682 -610.50822422930594 -32555.668521621439 15279.377085937502 6340.1239237944628 10336.525562522196 -7165.5052529554077 -12040.701714886098 9245.7620596755205 63464.837456995847 -154758.54158624387 61382.505020110824 25978.181652445386 179105.21308593752 184865.37388873924 19852.213782430146 -18951.523334122827 3599.973995023021 -25924.509372155037 38048.977371709436 -23022.139490167985 -166650.94106770834 -16618.127087836961 -6231.7724640288934 -6764.5042169499302 24770.148094162752
leaf_weight=960501 10138 3207695 2355 9569 44528 2070 2139 50 10714 440 6831 983 2039 524 153 1487 663 70 29 5292 6792 2358 1948 847 2803 60 969 2832 28877 2408
leaf_count=960501 10138 3207695 2355 9569 44528 2070 2139 50 10714 440 6831 983 2039 524 153 1487 663 70 29 5292 6792 2358 1948 847 2803 60 969 2832 28877 2408
internal_value=0 -92.2567 272.046 3050.63 1667.1 7230.57 -9783.81 -23007.1 10969.5 15153.4 -1937.43 23845 36136.4 22171.6 -112877 54262 -18169.2 66675.1 11708.5 14856.1 -10394.9 -1529.62 -9756.67 10614.9 -12737.5 -26032.2 686.623 -4.3011 -4494.55 8014.91
internal_weight=0 3.22462e+06 1.09354e+06 98921 89352 35130 6329 3974 28801 21578 54222 10864 4589 2592 203 1997 3771 1557 2068 6275 16930 7223 4306 2917 9694 2863 1632 994618 34117 5240
internal_count=4318164 3224625 1093539 98921 89352 35130 6329 3974 28801 21578 54222 10864 4589 2592 203 1997 3771 1557 2068 6275 16930 7223 4306 2917 9694 2863 1632 994618 34117 5240
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 3 5 5 0 3 3 0 3 3 5 5 3 3 3 6 3 1 3 1 5 5 5 2
split_gain=9.99635e+12 1.06402e+14 6.91362e+13 2.28207e+14 1.33722e+14 1.31882e+14 2.59404e+14 1.28754e+14 1.20363e+14 1.4982e+14 2.12098e+14 1.93888e+14 1.05659e+14 4.31472e+14 4.40852e+14 1.92107e+14 2.84109e+14 1.49889e+14 1.46791e+14 1.53864e+14 1.41341e+14 2.25983e+14 1.40923e+14 1.34284e+14 1.33385e+14 1.30105e+14 1.59848e+14 1.46835e+14 1.27015e+14 1.24566e+14
threshold=39.694727950000008 39.714575750000009 39.718803500000007 43.592450450000008 39.739656000000004 47.208883950000008 47.236539400000005 5.5000000000000009 132.05000000000004 47.005000000000003 44.226894250000008 5.5000000000000009 22.500000000000004 43.592450450000008 24.500000000000004 13.500000000000002 64.805000000000021 60.610000000000007 20.500000000000004 17.500000000000004 11.500000000000002 1.5000000000000002 6.5000000000000009 39.726951800000002 14.500000000000002 39.726951800000002 110.05000000000001 64.020000000000024 48.945000000000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 7 -7 9 -4 11 -11 15 29 -15 20 17 18 19 28 22 -22 -13 -21 -19 26 -24 -27 -17 -14
right_child=1 2 4 -5 -6 6 -8 -9 -10 10 -12 12 13 14 -16 16 -18 24 -20 23 21 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-179.07381810551544 5831.9605342803752 127502.53320812316 -7268.8327258424688 -7015.3837193614381 13.195923852286439 5012.2574376964385 3269.4629495877484 39196.314458014102 -73055.296921375571 36935.028396994167 -30809.27531013489 -45926.592882166799 165980.69795138889 -482457.68578125001 -52418.287844279665 198726.32853064907 -4570.8990182335956 288249.56522727275 154830.28959194216 -112654.68246527779 79363.59063207655 -59125.88391165722 -7362.4060420470014 54820.843286700583 99687.244148073369 12752.670836744639 180074.52986653647 127188.85879896313 43915.518230074049 -12595.777523226352
leaf_weight=1810376 32297 127 9396 18114 2423382 1497 9739 4174 219 2928 1073 366 45 40 59 65 882 55 121 108 138 806 873 86 118 232 48 217 287 296
leaf_count=1810376 32297 127 9396 18114 2423382 1497 9739 4174 219 2928 1073 366 45 40 59 65 882 55 121 108 138 806 873 86 118 232 48 217 287 296
internal_value=0 129.274 54.8724 -6078.82 100.405 6340.53 13170 30172.6 638.808 1523.67 10866 16621.2 4337.21 -42386.8 -226172 9007.49 35068.9 76690.6 55177.4 33093.1 -7737.92 -38880.6 9196.81 -38413 159635 23923.2 2406.29 68059.2 72502.7 10970
internal_weight=0 2.50779e+06 2.47549e+06 18241 2.45725e+06 33868 15410 5671 18458 18239 8843 7770 4842 440 99 4402 1722 840 667 546 2680 944 1736 194 173 1370 921 449 352 341
internal_count=4318164 2507788 2475491 18241 2457250 33868 15410 5671 18458 18239 8843 7770 4842 440 99 4402 1722 840 667 546 2680 944 1736 194 173 1370 921 449 352 341
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 1 0 1 1 5 3 0 1 0 5 1 0 5 0 3 1 5 3 6 5 0 1 1 3
split_gain=1.00732e+13 1.06803e+14 1.07394e+14 2.34318e+14 9.58226e+13 1.39131e+14 1.2539e+14 1.15484e+14 1.77022e+14 3.55176e+14 1.20316e+14 9.48987e+13 9.04371e+13 2.19093e+14 1.78805e+14 1.18952e+14 1.57681e+14 1.06126e+14 2.30639e+14 1.60299e+14 1.60726e+14 2.47671e+14 2.80874e+14 1.24408e+14 1.11373e+14 1.11789e+14 1.1131e+14 1.00285e+14 1.11113e+14 1.29881e+14
threshold=54.978840000000005 54.944759500000011 34.359746700000009 38.422276900000007 82.888608650000023 1.5000000000000002 82.902675200000019 54.947737500000009 82.940215400000014 82.963712850000022 95.020000000000024 22.500000000000004 55.002082750000007 82.911991800000024 54.986619450000006 65.045000000000016 82.871296800000025 54.986619450000006 71.715000000000018 54.99493995000001 19.500000000000004 83.006817700000013 49.995000000000012 11.500000000000002 1.5000000000000002 77.00500000000001 54.990279300000005 82.95335685000002 82.959896850000021 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 11 6 -6 10 -9 -10 -7 -5 13 14 15 -2 -17 18 -15 20 21 22 -19 -20 25 -21 -22 -26 29 -29
right_child=12 2 3 4 5 7 -8 8 9 -11 -12 -13 -14 17 -16 16 -18 19 23 24 26 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=65.319069937789024 6184.8847595643838 27924.032798795375 -76865.335261492859 7751.7421450904039 -35888.165127507236 -11750.092931697829 -808.97275657423233 -19569.349928772626 30636.352043136329 -5359.9031963708512 -89035.315478756165 -27887.363496458274 25.427311111676989 -14422.968696125379 -4489.0068079597877 1234.5891636029412 66883.367260310624 25628.238859516397 69492.900123491228 18792.348903617018 21693.951483804194 -1660.9654330608955 82843.555506299119 -34304.812847689922 -28767.339493831765 94940.809239496128 -17012.565891838076 -124172.98290816328 333.30319463390236 42444.22571745389
leaf_weight=1420370 10404 1133 428 11945 1031 26084 87352 4597 3537 12182 203 797 2682478 3287 30878 680 792 1939 567 2485 2207 1205 1539 145 977 209 1120 49 6509 1035
leaf_count=1420370 10404 1133 428 11945 1031 26084 87352 4597 3537 12182 203 797 2682478 3287 30878 680 792 1939 567 2485 2207 1205 1539 145 977 209 1120 49 6509 1035
internal_value=0 -202.107 -2746.46 -2981 -2766.94 -3549.43 -1218.18 -7970.68 -2308.22 2739.77 -12346.9 5522.55 115.422 3771.64 -478.385 9949.37 36556.5 11579.2 -3245.82 14655.1 25469.7 37409.3 50945.8 48354.3 6964.73 24699.9 8663.8 1389.62 5269.95 34912.6
internal_weight=0 1.56966e+06 149289 148156 147728 134986 88383 46603 20316 15719 26287 12742 2.7485e+06 66027 42754 11876 1472 23273 3999 19274 8010 4683 3478 712 11264 2694 3327 8570 7593 1084
internal_count=4318164 1569659 149289 148156 147728 134986 88383 46603 20316 15719 26287 12742 2748505 66027 42754 11876 1472 23273 3999 19274 8010 4683 3478 712 11264 2694 3327 8570 7593 1084
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=3 4 5 0 5 6 4 0 1 0 0 3 5 4 1 1 5 1 0 0 0 1 0 0 1 0 5 5 0 1
split_gain=1.05942e+13 7.7973e+13 2.70577e+14 2.00032e+14 2.13564e+14 1.68237e+14 1.76497e+14 3.09576e+14 2.68608e+14 1.45496e+14 2.22553e+14 1.51573e+14 1.94348e+14 2.27825e+14 1.83173e+14 2.47291e+14 1.63609e+14 1.58785e+14 1.49493e+14 1.42276e+14 1.65329e+14 1.40722e+14 1.37431e+14 1.8405e+14 1.37091e+14 1.79184e+14 1.37054e+14 1.7761e+14 1.3052e+14 1.27703e+14
threshold=9.5000000000000018 1.5000000000000002 40.005000000000003 45.254062050000009 63.805000000000007 1.5000000000000002 1.0000000180025095e-35 56.911498950000002 44.005491150000005 45.254062050000009 46.672631750000008 8.5000000000000018 60.005000000000003 2.5000000000000004 30.410108300000001 37.275078000000001 51.815000000000005 37.098288800000006 55.388132500000005 60.042666650000008 59.863160500000006 37.559851850000008 55.576287050000012 55.708120100000009 37.692869000000009 55.68356880000001 225.45000000000002 94.040000000000006 60.003414000000006 50.227799100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 -4 -5 -6 -7 8 26 -3 -11 -12 14 -14 19 17 22 -16 -19 20 -13 -1 -17 24 25 -24 27 -8 -22 -10
right_child=-2 9 3 4 5 6 7 -9 29 10 11 12 13 -15 15 16 -18 18 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4054.3640473551563 141.37880728467414 2002.617914678684 -1166.5362137686723 9274.5449219233542 21125.044168589993 12882.768147162486 -100707.68013247667 1340.3277240935495 40028.278274550881 -14717.487803000862 -112.16621344164467 -10597.959064843251 8348.0528166966487 -1816.5413184428198 4873.6205938558105 2284.7904557829406 -8516.950143783999 -45692.728375765553 45829.563572580446 9677.8978334108997 -52922.36163882837 437.54185350903737 -28151.192055745563 -3384.0235213911237 -6473.8348325472361 -103130.76257931198 -3521.8886149088539 -227595.95845025513 -17834.007365008398 -54456.449969943817
leaf_weight=81135 2379540 177969 34485 73307 1076 926 442 1088 207 11843 720104 5959 26602 128882 9340 39072 73728 199 1730 1728 2252 496710 2666 41283 2820 362 96 147 2003 463
leaf_count=81135 2379540 177969 34485 73307 1076 926 442 1088 207 11843 720104 5959 26602 128882 9340 39072 73728 199 1730 1728 2252 496710 2666 41283 2820 362 96 147 2003 463
internal_value=0 -173.534 679.521 5172.49 7984 -13299.6 -24294.2 -38385.9 -70284.1 -645.026 -1085.16 -932.67 -2677.51 -77.4651 -4884.9 -4049.64 -5058.49 10268.2 36387.9 -16859.2 -21348.7 -193.165 -2100.53 -5736 -22339.4 -37115.1 -114318 -132376 -36404.9 -25264.9
internal_weight=0 1.93862e+06 690082 112237 77752 4445 3369 2443 1355 1.24854e+06 1.07057e+06 1.05873e+06 338626 155484 183142 171200 159931 11269 1929 11942 10214 577845 86203 47131 5848 3028 685 589 4255 670
internal_count=4318164 1938624 690082 112237 77752 4445 3369 2443 1355 1248542 1070573 1058730 338626 155484 183142 171200 159931 11269 1929 11942 10214 577845 86203 47131 5848 3028 685 589 4255 670
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=5 1 1 3 2 5 3 2 5 2 1 0 1 3 2 5 3 2 2 3 1 0 3 1 3 4 4 5 1 0
split_gain=1.07133e+13 2.79984e+13 8.65283e+13 9.21628e+13 8.11119e+13 6.81112e+13 1.39043e+14 5.27327e+13 5.19726e+13 5.7833e+13 4.47493e+13 8.97417e+13 8.3187e+13 8.09642e+13 7.11042e+13 8.79631e+13 8.56989e+13 1.05769e+14 6.55922e+13 5.41828e+13 7.00926e+13 4.3172e+13 3.96058e+13 8.22739e+13 1.58682e+14 9.8022e+13 6.91093e+13 6.60485e+13 8.19086e+13 1.03786e+14
threshold=177.02500000000003 37.214886200000009 30.468306550000005 6.5000000000000009 8.5000000000000018 225.45000000000002 8.5000000000000018 2.5000000000000004 225.45000000000002 8.5000000000000018 38.911476500000006 55.74310830000001 38.92948375000001 3.5000000000000004 3.5000000000000004 225.45000000000002 5.5000000000000009 13.500000000000002 2.5000000000000004 9.5000000000000018 38.058342000000003 59.939091550000008 11.500000000000002 82.902675200000019 16.500000000000004 4.5000000000000009 2.5000000000000004 225.45000000000002 38.969379750000009 47.208883950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2 9 -4 11 13 -12 -3 18 16 -16 -18 -15 20 -17 -7 26 27 -25 -26 -14 28 -24 -30
right_child=1 10 8 4 -6 21 -8 -9 -10 -11 12 -13 22 14 15 19 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-7.0091809249418482 -34071.133866112388 31207.490564630683 63532.136336936092 -40323.12639678031 23921.823269731573 30461.960391845707 -340456.30274784483 47106.335600083054 15332.064014400654 191582.47033691406 147962.92782226563 24990.918035191127 21670.988870723333 -77065.091175717214 -248551.35602318548 157883.34493530274 585.27178105221526 -219970.18858072918 -247279.26598307292 -35092.320687943145 -71396.988828125002 -135060.19948918271 124255.48673844538 10042.333825204441 -187254.08725000001 -1839.0258704144021 -7692.6246082282887 548.44438080868474 -13141.20988014915 66304.347952561511
leaf_weight=4309630 109 110 133 33 78 40 29 301 134 48 40 280 1015 61 31 40 79 30 36 119 20 26 119 535 75 46 3811 472 275 409
leaf_count=4309630 109 110 133 33 78 40 29 301 134 48 40 280 1015 61 31 40 79 30 36 119 20 26 119 535 75 46 3811 472 275 409
internal_value=0 3539.61 19908.1 -1892.58 -56461.6 -105445 -180708 25525 62540.4 97490.2 1535.26 -20743.5 4177.12 -45088.9 -65263.4 -42465.7 -101843 -60118.1 -140237 3974.35 81456.6 -34743.7 3325.94 15429.3 -13347.6 -116766 -1516.9 30235.2 47685 34363.5
internal_weight=0 8534 931 616 206 128 62 410 315 181 7603 806 6797 526 416 319 140 109 97 179 60 66 6757 1931 656 121 4826 1275 803 684
internal_count=4318164 8534 931 616 206 128 62 410 315 181 7603 806 6797 526 416 319 140 109 97 179 60 66 6757 1931 656 121 4826 1275 803 684
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 0 3 5 1 1 0 0 1 1 6 3 0 1 0 3 1 0 5 5 2 1 1 0 3 1
split_gain=1.02569e+13 4.59883e+13 1.67068e+14 1.80911e+14 1.67365e+14 1.71279e+14 4.00783e+14 1.61264e+14 1.67926e+14 3.50302e+14 3.08978e+14 2.25316e+14 4.2941e+14 2.49663e+14 2.0966e+14 3.52338e+14 2.05871e+14 2.52988e+14 3.99746e+14 2.55065e+14 2.49609e+14 4.39948e+14 2.03866e+14 1.91137e+14 1.84368e+14 2.24205e+14 4.02414e+14 5.88623e+14 2.81177e+14 2.71911e+14
threshold=55.899899800000007 55.801980100000009 48.712293450000011 19.500000000000004 50.888703650000004 55.842510000000011 12.500000000000002 36.995000000000012 37.362912300000012 37.342273500000012 55.826364100000013 55.820531900000013 37.314272700000011 37.098288800000006 1.5000000000000002 4.5000000000000009 55.86787755000001 37.275078000000001 55.885524800000006 6.5000000000000009 37.275078000000001 55.842510000000011 84.030000000000015 96.015000000000015 14.500000000000002 37.597123000000003 37.542000650000013 55.885524800000006 6.5000000000000009 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 -3 9 11 -11 12 14 23 -9 -16 20 -18 19 -19 -15 -22 -20 -13 25 26 -10 28 -28 -27
right_child=-2 2 3 -5 -6 6 -8 8 24 10 -12 13 -14 16 15 -17 17 18 22 -21 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=1.9620222751622032 235.66412897175394 3158.9544249710257 -999.05183299916121 29620.311805659931 -39525.080890263656 18680.418329318385 -31505.238679017297 26782.920443224553 -8708.1995398043291 -49656.18676044303 63934.945875622267 -45854.752230727754 -42092.677076777705 4751.0986037306602 200105.79851597379 43460.16027934265 1548.7165674573594 323719.24443359376 4007.0017617582075 104443.76486359628 -36343.057986153282 285869.08526526164 -301609.80864955363 -241563.1568469929 2529.3787155078153 7948.8361023183897 22348.163752337074 46545.580086863949 -50058.848080078969 -8840.3540929982391
leaf_weight=2828192 1293583 30242 34679 2482 954 12155 1831 1072 24234 284 1527 854 648 5163 224 400 917 64 99 310 2919 43 28 53 18340 13199 585 799 6444 35840
leaf_count=2828192 1293583 30242 34679 2482 954 12155 1831 1072 24234 284 1527 854 648 5163 224 400 917 64 99 310 2919 43 28 53 18340 13199 585 799 6444 35840
internal_value=0 -100.791 -1580.54 3273.24 1955.33 2768.48 12110.3 -3333.19 -5054.73 4957.95 46121.6 -868.806 27151.5 -7153.92 53607.9 99691.9 -2388.74 32769.7 89914.6 141967 -8524.69 -31665.4 -63373.1 -57290.9 -6525.31 -8572.91 -15075.5 -34787.4 -44032.7 -4321.49
internal_weight=0 3.02458e+06 196389 52101 49619 48665 13986 144288 114046 14605 1811 12794 2344 10450 1696 624 9543 1418 501 374 8125 2962 127 907 99441 81101 32062 7828 7029 49039
internal_count=4318164 3024581 196389 52101 49619 48665 13986 144288 114046 14605 1811 12794 2344 10450 1696 624 9543 1418 501 374 8125 2962 127 907 99441 81101 32062 7828 7029 49039
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 1 1 5 1 1 6 5 3 0 0 1 3 3 4 1 1 6 6 3 3 2 5 5 5
split_gain=9.96057e+12 1.33334e+14 1.70358e+14 2.30085e+14 2.10378e+14 1.84213e+14 1.74766e+14 1.47697e+14 1.67359e+14 1.57583e+14 1.73607e+14 1.78668e+14 1.68212e+14 1.37813e+14 1.22949e+14 1.20964e+14 3.54957e+14 3.6782e+14 4.45092e+14 3.18841e+14 2.67787e+14 2.45761e+14 2.95478e+14 2.32454e+14 2.20371e+14 1.89715e+14 1.7901e+14 1.90073e+14 2.46238e+14 2.43581e+14
threshold=55.734663800000007 55.751981950000008 37.889331900000009 37.362912300000012 114.05000000000001 37.542000650000013 37.971176850000006 37.832345550000007 36.005000000000003 37.712318250000003 37.777459000000007 1.5000000000000002 71.715000000000018 10.500000000000002 55.745923000000012 55.755036050000008 37.642309100000013 18.500000000000004 21.500000000000004 1.0000000180025095e-35 37.692869000000009 37.533784800000006 1.5000000000000002 1.5000000000000002 16.500000000000004 26.500000000000004 1.5000000000000002 69.610000000000014 85.020000000000024 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -4 9 -9 -5 11 -11 -12 -14 -10 16 17 19 23 -3 -18 -21 26 -19 -24 -20 -23 29 -29 -28
right_child=1 15 6 4 5 -7 -8 8 14 10 12 -13 13 -15 -16 -17 20 18 25 21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-120.70073875542879 -12064.031093952935 36247.062329101565 -42251.915071271193 20995.862391440813 -1311.9920258312691 -311312.17669270834 2294.5043292765668 -5257.566264845409 88735.495500430814 -273381.36439393944 2035.2652709284071 -35763.429227316723 -63002.545677083341 183165.00436492273 27224.235593672362 120.74396846570701 72838.5943938001 103008.55230726711 -28873.663460736829 37747.59912544785 2162.1884103825623 -172032.3187639509 -71165.542454802693 -92119.361081861425 -169491.0180348751 22420.245095877814 -27997.546379315696 -122510.93960064827 65951.253832720598 85020.591761700241
leaf_weight=2646600 2955 502 905 10031 41 36 32807 471 807 33 1385 770 30 94 544 1604039 581 530 2331 314 6936 91 1287 69 277 1044 1982 376 85 211
leaf_count=2646600 2955 502 905 10031 41 36 32807 471 807 33 1385 770 30 94 544 1604039 581 530 2331 314 6936 91 1287 69 277 1044 1982 376 85 211
internal_value=0 191.106 5230.26 13329.6 18598.4 -146247 1098.65 19494.5 46072 15571.3 -7964.16 -45528.5 12025.4 123608 63967.1 32.8135 -8455.62 -21740.3 1092.23 -39444.9 7624.87 -47664.1 -53888.2 80531.4 -88580 -13006.7 -34122 -29393.4 -87761.9 -17123.5
internal_weight=0 1.67156e+06 50909 17197 14242 77 33712 14165 1822 12343 2312 803 1509 124 1351 1.62066e+06 16616 9099 3974 5125 7517 4623 4309 599 1564 3375 2745 2654 461 2193
internal_count=4318164 1671564 50909 17197 14242 77 33712 14165 1822 12343 2312 803 1509 124 1351 1620655 16616 9099 3974 5125 7517 4623 4309 599 1564 3375 2745 2654 461 2193
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=5 0 3 6 3 3 3 0 1 1 0 1 1 4 2 4 3 1 0 0 3 1 2 3 2 0 0 0 4 4
split_gain=9.82554e+12 1.82995e+13 1.69018e+13 1.95763e+13 3.47507e+13 3.02946e+13 4.08193e+13 9.93732e+13 1.30685e+14 1.03558e+14 7.02749e+13 1.28269e+14 9.42683e+13 3.30141e+13 3.26579e+13 3.42026e+13 5.91331e+13 3.41808e+13 3.30606e+13 6.3846e+13 4.30662e+13 3.90376e+13 4.33178e+13 3.07418e+13 4.69979e+13 4.00561e+13 1.10607e+14 1.07682e+14 8.30563e+13 5.62385e+13
threshold=225.45000000000002 63.563300600000012 34.500000000000007 1.5000000000000002 2.5000000000000004 2.5000000000000004 3.5000000000000004 54.708501450000007 50.227799100000006 43.868031300000006 45.022371150000005 39.718803500000007 39.262370300000008 2.5000000000000004 1.5000000000000002 2.5000000000000004 10.500000000000002 30.315880100000005 55.010031850000011 47.155083450000006 9.5000000000000018 42.09605220000001 4.5000000000000009 24.500000000000004 16.500000000000004 45.029420750000007 44.982728700000003 45.055827000000008 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 10 -9 11 -7 -12 -11 -8 16 17 -16 19 21 -20 -19 -23 24 25 26 -17 28 -27 -29
right_child=1 -3 -4 5 -6 6 14 9 -10 13 12 -13 -14 -15 15 23 -18 18 20 -21 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-4.7413284032036493 112573.59603515627 95766.229179243615 93817.863318452379 -24520.448265116924 -22373.440653404825 337245.23095238098 -28388.927375121835 95462.575905257952 350225.34546874999 41784.281175595243 -175203.91223958333 -1171.338671875 112192.943 -99866.652641858556 -85796.028980654766 -5509.1738142730501 -19342.47514848287 19922.108743351066 56130.269940368045 -25174.153786384832 195324.53508300782 177774.19797575579 26269.267752075197 -90062.237521701391 62812.236170614924 252877.16120689656 -199772.75154006548 -50923.625497950183 39358.151977040819 5420.2294198947493
leaf_weight=4313902 20 22 21 296 416 21 259 63 20 21 21 24 25 76 21 141 226 94 301 155 24 46 32 36 124 29 37 202 49 1440
leaf_count=4313902 20 22 21 296 416 21 259 63 20 21 21 24 25 76 21 141 226 94 301 155 24 46 32 36 124 29 37 202 49 1440
internal_value=0 4799.07 4327.07 3881.63 -16183.2 6194.15 8801.42 46073.2 118776 -4364.08 67907.5 156756 -19010 -69200 5660.67 8643.03 24915.2 39777.4 43822 21372.8 66409.2 63319.2 115618 1534.81 3165.62 -731.212 -45889.8 3942.18 118743 -1511.23
internal_weight=0 4262 4240 4219 436 3783 3487 271 111 160 91 45 46 97 3216 2957 899 673 652 327 325 172 78 2058 2022 1898 178 1720 78 1642
internal_count=4318164 4262 4240 4219 436 3783 3487 271 111 160 91 45 46 97 3216 2957 899 673 652 327 325 172 78 2058 2022 1898 178 1720 78 1642
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=3 4 5 5 5 1 5 4 1 1 1 6 1 4 1 1 0 1 1 5 1 0 1 5 5 5 1 1 0 3
split_gain=9.37309e+12 2.67466e+13 4.3762e+13 4.48771e+13 4.16196e+13 4.30858e+13 3.56565e+13 4.2594e+13 3.18338e+13 3.13928e+13 3.22002e+13 2.61293e+13 8.95552e+13 3.24579e+13 2.76168e+13 3.69803e+13 2.54107e+13 4.06539e+13 3.37049e+13 2.40131e+13 3.19351e+13 2.28699e+13 4.64447e+13 4.9347e+13 4.58735e+13 4.01438e+13 3.24509e+13 2.20132e+13 2.18122e+13 2.12271e+13
threshold=2.5000000000000004 3.5000000000000004 63.855000000000011 43.005000000000003 225.45000000000002 65.480823400000006 49.010000000000012 2.5000000000000004 20.507360500000004 46.037218400000008 39.925119750000007 1.5000000000000002 35.911716050000003 2.5000000000000004 55.957851400000003 83.093115700000013 43.592450450000008 39.899261850000009 46.037218400000008 56.505000000000003 28.619594500000002 44.226894250000008 43.574807850000006 82.00500000000001 73.995000000000019 66.040000000000006 39.753614400000011 53.140944450000006 51.83362145000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 16 9 27 8 -8 10 -6 12 -4 21 -14 -16 17 -3 -19 -10 -21 22 23 24 25 -13 -27 28 -5 -2
right_child=29 4 11 6 5 -7 7 -9 19 -11 -12 13 14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-635.88033337315505 -900.6886341619753 -128676.10766129033 -144316.21730957032 9112.7795511316381 11637.344419642857 -165881.64765625002 82753.096416242741 5180.4112168688789 -547.22338943748696 83849.309943181826 -150030.65184659092 -43609.418164062503 17483.106815663479 -3184.1416578204239 120065.89933215728 -30843.897745028415 12359.923777897175 35707.154298867987 -48337.254319976484 104394.0763671875 -11370.405946204191 -20018.403649651689 -33477.900895458159 179354.41446875001 -70604.641964285722 217156.67884765627 52710.786067708337 11516.19124215479 565.45053252318019 33.432421383992924
leaf_weight=50101 259251 31 32 5454 28 26 43 13035 8279 22 22 22 401 12463 62 22 3767 98 93 24 3357 1948 118 25 35 20 30 6902 6597 3945856
leaf_count=50101 259251 31 32 5454 28 26 43 13035 8279 22 22 22 401 12463 62 22 3767 98 93 24 3357 1948 118 25 35 20 30 6902 6597 3945856
internal_value=0 898.528 600.653 1406.81 8840.65 -55541.5 3749.19 1248.67 -3130.57 -15696.4 -59496.6 -4380.97 17714 -5160.12 28404.6 80541.9 10422.4 -22455.1 -5214.99 -3447.29 -10548.7 -16364.2 12109.4 52861.7 23307.4 68959 118489 7012.93 4433.77 -24.1575
internal_weight=0 113057 108970 93792 4087 98 43691 24738 11703 72 50 15178 517 14661 485 84 3989 222 191 11660 3381 2198 250 132 107 72 50 18953 12051 4.20511e+06
internal_count=4318164 113057 108970 93792 4087 98 43691 24738 11703 72 50 15178 517 14661 485 84 3989 222 191 11660 3381 2198 250 132 107 72 50 18953 12051 4205107
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 1 0 1 3 0 5 0 1 0 3 3 5 5 5 2 3 0 0 5 3 0 3 3 5 0
split_gain=9.2476e+12 8.29814e+13 1.2926e+14 2.1483e+14 1.22763e+14 1.33024e+14 1.75801e+14 3.19733e+14 3.3936e+14 3.87709e+14 1.48295e+14 2.13285e+14 6.26588e+14 4.39234e+14 2.09446e+14 1.56355e+14 1.81455e+14 1.25233e+14 1.19214e+14 1.40422e+14 1.24713e+14 1.13706e+14 2.42662e+14 3.06165e+14 1.73189e+14 1.61255e+14 1.19196e+14 1.75967e+14 1.15512e+14 1.75523e+14
threshold=18.500000000000004 37.66934650000001 37.642309100000013 55.708120100000009 37.726745000000001 37.777459000000007 55.806974650000008 37.767735350000002 23.500000000000004 55.812836050000008 79.730000000000018 55.664473600000008 37.752451500000006 55.674875350000008 22.500000000000004 29.500000000000004 58.040000000000006 39.025000000000013 93.00500000000001 8.5000000000000018 19.500000000000004 55.645049100000001 55.719391050000006 59.025000000000013 19.500000000000004 55.708120100000009 30.500000000000004 29.500000000000004 43.205000000000005 55.734663800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 21 6 10 8 9 -8 11 14 13 17 -6 16 -14 -13 19 20 -5 -3 23 24 -23 -25 27 28 -24 -30
right_child=1 4 3 18 5 -7 7 -9 -10 -11 -12 12 15 -15 -16 -17 -18 -19 -20 -21 -22 22 26 25 -26 -27 -28 -29 29 -31
leaf_value=58.822962320267351 876.36190284187978 11484.565534405801 -21920.655385228209 79559.581943359386 -13180.286571404638 -1365.1120078043475 247750.81312368196 -42222.535821557423 28055.733882242115 50140.162300746655 38384.938794819616 -34826.571690538192 24246.537654643984 -18356.493534420228 23731.633174886811 2210.0738491045422 105953.81359811581 -116734.57799302843 -64663.599740781065 79188.098664221863 -13504.937772418381 149554.33510646445 3829.1797853103158 -70050.163214386266 -43214.547273296703 -232753.21160590276 30700.198419897497 -124179.82711330937 -75699.515689174106 -13920.120682694396
leaf_weight=3717520 231399 2114 684 215 2241 334099 163 504 1964 254 1103 252 754 3067 4895 1180 425 720 93 835 436 51 3617 111 541 135 681 139 490 7482
leaf_count=3717520 231399 2114 684 215 2241 334099 163 504 1964 254 1103 252 754 3067 4895 1180 425 720 93 835 436 51 3617 111 541 135 681 139 490 7482
internal_value=0 -364.068 1108.96 24892.5 -1301.96 -919.68 7573.55 30135.3 45451.7 127384 3126.56 253.06 -13004.8 -36921.2 12139.8 27944.1 53700 -95499.2 45171.3 52045.2 17230.7 -10052.6 -13489.6 -65571.7 -26607.8 -159338 -9972.37 -12334.1 -10992.6 -17717.4
internal_weight=0 600644 233662 2263 366982 351621 17522 2885 2381 417 14637 13534 6398 4039 7136 2359 1179 972 1579 1486 651 15361 13247 838 592 246 12409 11728 11589 7972
internal_count=4318164 600644 233662 2263 366982 351621 17522 2885 2381 417 14637 13534 6398 4039 7136 2359 1179 972 1579 1486 651 15361 13247 838 592 246 12409 11728 11589 7972
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 0 6 5 0 5 0 5 1 3 3 3 5 5 3 5 5 4 1 5 5 5 3 0
split_gain=9.95386e+12 1.7093e+14 3.24726e+14 7.95736e+14 9.39612e+14 5.62831e+14 9.19955e+14 8.21787e+14 7.34541e+14 7.256e+14 6.95671e+14 6.43998e+14 6.07323e+14 5.93862e+14 5.3115e+14 4.45282e+14 4.27347e+14 4.00063e+14 3.82417e+14 4.42868e+14 3.77291e+14 3.65028e+14 3.26566e+14 2.6565e+14 2.28321e+14 2.25469e+14 2.18598e+14 3.23045e+14 2.17143e+14 2.04465e+14
threshold=37.516458750000005 37.597123000000003 55.551692500000009 55.795550600000006 55.860536450000005 37.559851850000008 55.701368300000006 55.56564190000001 1.5000000000000002 99.555000000000021 55.777112100000004 26.005000000000006 55.784980300000008 62.710000000000008 37.582182450000005 23.500000000000004 16.500000000000004 14.500000000000002 34.010000000000012 69.015000000000015 8.5000000000000018 34.010000000000012 60.005000000000003 1.5000000000000002 37.542000650000013 57.405000000000008 65.905000000000015 74.010000000000005 17.500000000000004 55.719391050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 5 18 12 7 -7 15 10 11 -8 22 14 16 -9 -13 -14 -5 -20 -15 -16 -4 -19 -2 -10 -22 -28 -12 -23
right_child=1 -3 3 4 -6 6 9 8 25 -11 28 13 17 20 21 -17 -18 23 19 -21 26 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-325.72659497550143 7760.817207742205 -36.69026829191062 -5443.3835257183064 15204.712122976493 10690.482182485663 144590.42797487948 5844.9635033118211 162502.27848648748 -14560.026020855175 -460175.42571874999 12590.826159512408 129676.34314042958 -10513.894298735118 88696.678106174702 64431.507497258775 -106243.39176432294 -146933.94821322168 103667.18097314454 -44604.411085339991 10608.53457631154 -428442.4119565218 122659.32840277778 29232.355834264352 282525.20475352113 -11839.694778698071 28611.278522708537 57675.160170990566 -398165.42450284096 123135.36799113949 287184.96879072476
leaf_weight=770727 9298 3464412 9343 1939 21515 470 460 429 4232 25 1334 1047 168 166 114 72 59 200 7344 1811 23 90 3829 142 16471 1694 53 22 205 470
leaf_count=770727 9298 3464412 9343 1939 21515 470 460 429 4232 25 1334 1047 168 166 114 72 59 200 7344 1811 23 90 3829 142 16471 1694 53 22 205 470
internal_value=0 70.7684 4554.73 8750.31 -1498.82 22310.3 39190.5 16945.2 7610.62 76905.9 80227 112747 8782.26 136805 157564 123880 114920 115854 -25138 -33682.4 -3156.75 227539 4636.59 177930 -4767.42 -2219.12 -158745 -76038.1 27315.7 260743
internal_weight=0 3.54744e+06 83025 57256 32609 24647 10965 6897 6427 4068 4043 2504 13682 2044 1780 501 1106 510 11094 9155 264 674 13172 342 25769 5926 98 75 1539 560
internal_count=4318164 3547437 83025 57256 32609 24647 10965 6897 6427 4068 4043 2504 13682 2044 1780 501 1106 510 11094 9155 264 674 13172 342 25769 5926 98 75 1539 560
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=3 0 5 1 5 5 0 2 5 1 6 5 3 6 1 0 5 2 5 1 3 5 3 1 1 1 3 1 1 2
split_gain=1.05783e+13 2.03386e+13 3.01638e+13 3.48658e+13 3.09551e+13 4.85693e+13 1.53775e+14 4.94927e+13 4.5897e+13 3.63774e+13 4.36764e+13 2.61119e+13 6.00441e+13 5.36112e+13 6.43289e+13 5.2036e+13 5.0011e+13 4.97505e+13 4.71471e+13 3.22713e+13 3.00226e+13 2.88953e+13 2.60281e+13 2.59321e+13 2.55169e+13 2.54457e+13 2.49011e+13 2.64059e+13 3.71023e+13 1.17877e+14
threshold=31.500000000000004 55.695992150000002 63.145000000000003 37.620907050000007 75.015000000000015 78.010000000000005 56.831297550000009 21.500000000000004 79.730000000000018 37.692869000000009 1.5000000000000002 78.010000000000005 33.500000000000007 1.5000000000000002 37.457850350000008 55.745923000000012 74.610000000000014 12.500000000000002 71.00500000000001 37.503486000000002 32.500000000000007 75.015000000000015 38.500000000000007 37.275078000000001 37.642309100000013 37.362912300000012 34.500000000000007 37.615058950000012 37.542000650000013 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 -3 11 22 6 7 -6 9 -7 -11 12 15 -13 17 -4 18 -15 19 -17 -18 -22 24 -2 -5 -25 -14 28 -28 -30
right_child=1 2 3 4 5 8 -8 -9 -10 10 -12 13 26 14 -16 16 20 -19 -20 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=11.911502713057455 108747.1035326087 -968.26579794161432 -92119.211552937835 -58197.289730914024 57304.335080619487 -143355.50016891892 -65345.209685601134 204809.06694444444 -6837.8952743738309 -17205.189855831188 -133181.19805689104 24716.72963002235 101652.53818933824 -251350.41636904763 10118.372675540124 19946.841419813369 4805.5153267238447 -49246.354054418101 59372.156593865868 -32534.586438711351 -166112.79664713543 -51096.112899466309 -86944.04581866198 -74294.395966569762 -18701.330703766638 2888.3479034548991 15867.371704468056 91369.941611328133 -261110.66890625001 61806.838251201931
leaf_weight=4293298 23 12464 96 193 46 37 72 45 1687 194 39 706 34 21 81 198 92 29 118 287 24 243 71 43 1073 6431 433 40 20 26
leaf_count=4293298 23 12464 96 193 46 37 72 45 1687 194 39 706 34 21 81 198 92 29 118 287 24 243 71 43 1073 6431 433 40 20 26
internal_value=0 -2056.61 -3757.48 -9644.82 -16111 -8596.23 43850 130246 -12964.5 -51244.5 -36617.5 -513.489 -7957.86 13814.9 -44938.3 -21915.3 -14909.6 -134130 2683.19 -11109.2 -44459.5 -61434.7 -28026.7 2752.27 -24722.4 2375.7 18745.6 13314.3 6796.11 -78592.1
internal_weight=0 24866 18369 5905 3457 2120 163 91 1957 270 233 2448 1611 837 131 1058 962 50 603 485 359 267 1337 6497 1266 6474 553 519 479 46
internal_count=4318164 24866 18369 5905 3457 2120 163 91 1957 270 233 2448 1611 837 131 1058 962 50 603 485 359 267 1337 6497 1266 6474 553 519 479 46
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 1 5 4 0 5 5 3 5 1 6 5 1 0 0 3 5 4 1 1 0 0 1 4 1 1
split_gain=9.69425e+12 6.17692e+13 2.28301e+14 1.57882e+14 1.41763e+14 2.27066e+14 1.32653e+14 2.09816e+14 1.47555e+14 1.63337e+14 3.75114e+14 2.0619e+14 1.42644e+14 1.4284e+14 1.23329e+14 1.26238e+14 1.23136e+14 1.19036e+14 1.81184e+14 1.19936e+14 1.57619e+14 1.84641e+14 1.48827e+14 2.00782e+14 1.42383e+14 3.34616e+14 3.32697e+14 2.63519e+14 1.97504e+14 1.71059e+14
threshold=9.5000000000000018 1.5000000000000002 38.010000000000012 43.642715500000008 39.071052600000009 38.92948375000001 69.610000000000014 1.0000000180025095e-35 56.338501050000012 225.45000000000002 88.015000000000015 2.5000000000000004 44.205000000000005 92.928903050000017 1.5000000000000002 79.730000000000018 60.479177250000006 45.254062050000009 46.672631750000008 8.5000000000000018 60.005000000000003 2.5000000000000004 30.410108300000001 37.39371280000001 55.576287050000012 55.860536450000005 37.542000650000013 2.5000000000000004 37.642309100000013 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 5 -5 12 -8 9 10 14 -12 -6 -14 15 -9 -1 -3 -19 -20 22 -22 -21 -24 28 26 27 -26 -25 -27
right_child=-2 17 3 4 6 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 -18 18 19 20 21 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=-1313.8582228998262 135.240816152311 1809.1742991767774 -10287.685148217059 4719.096058703748 5311.2422929620525 -8009.8143533857183 19030.197597851351 3964.5160644531252 3124.8546385585851 15223.12173196394 67398.215945870543 -220572.15573532518 16214.856671498155 -22022.071232377595 -57150.48201993222 302993.59652343753 2145.7976851245785 -13284.006580831627 -116.29946274755002 -15179.617084832176 7528.3097451519907 -1622.3689369121503 8702.1423762314244 26076.874082961309 -25949.056119609635 18333.383951417549 -11766.385449047246 -81520.32082901377 -2395.8658844908355 -4272.3322018320405
leaf_weight=391052 2379540 177969 7464 54578 52192 18856 926 48 431 177 28 222 23162 1020 302 20 139604 11843 720104 11942 26602 128882 12251 2520 2850 3586 25183 1218 73278 50314
leaf_count=391052 2379540 177969 7464 54578 52192 18856 926 48 431 177 28 222 23162 1020 302 20 139604 11843 720104 11942 26602 128882 12251 2520 2850 3586 25183 1218 73278 50314
internal_value=0 -166 593.26 3911.68 4609.11 1450.63 7562.71 -16910.8 -44012.9 -69504 -93692.2 -188319 8252.94 14602 -29754.8 91914.2 -403.698 -585.65 -983.759 -846.168 -2398.27 -56.7651 -4386.16 -3633.26 -4584.01 -7441.57 -16052.8 -42587.7 -1449.25 -2768.36
internal_weight=0 1.93862e+06 690082 159426 151962 73434 78528 2154 1228 797 620 250 76374 24182 370 68 530656 1.24854e+06 1.07057e+06 1.05873e+06 338626 155484 183142 171200 158949 83151 29251 4068 75798 53900
internal_count=4318164 1938624 690082 159426 151962 73434 78528 2154 1228 797 620 250 76374 24182 370 68 530656 1248542 1070573 1058730 338626 155484 183142 171200 158949 83151 29251 4068 75798 53900
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 5 5 0 3 3 3 1 5 5 2 1 0 1 1 1 1 3 2 0 4 5 5 0 1 3
split_gain=1.08092e+13 5.41022e+13 1.1849e+14 1.2518e+14 8.59111e+13 8.55562e+13 7.86135e+13 9.9697e+13 1.82267e+14 2.47162e+14 1.68961e+14 1.62398e+14 2.19774e+14 1.46461e+14 8.71506e+13 7.6952e+13 1.48688e+14 1.38155e+14 1.44769e+14 1.31131e+14 1.10075e+14 1.16355e+14 1.11486e+14 9.36902e+13 1.28026e+14 1.37216e+14 1.19709e+14 9.24907e+13 1.60842e+14 9.14765e+13
threshold=44.982728700000003 37.328003200000005 44.732363600000006 37.752451500000006 37.752451500000006 137.05000000000004 73.995000000000019 44.893607100000004 11.500000000000002 14.500000000000002 4.5000000000000009 37.314272700000011 96.015000000000015 118.33500000000002 1.5000000000000002 38.422276900000007 44.226894250000008 39.188277450000008 39.787929450000007 39.488326500000007 37.777459000000007 6.5000000000000009 5.5000000000000009 44.678200800000006 2.5000000000000004 74.610000000000014 105.35000000000001 44.580511600000001 37.914142000000005 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -5 -1 10 -9 11 13 12 -10 14 -8 20 19 -18 -19 29 -6 22 27 24 25 -23 -25 -22 -29 -17
right_child=-2 2 3 5 15 -7 7 8 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 21 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=1901.9691390314617 37.565712837228425 -19432.645029444415 -2382.5023131584894 -14934.370174214077 -4138.2420748229606 -167260.1405616554 -65737.000644590807 20130.622693693873 647743.98484375002 42348.936775453629 1748.9797879737614 62002.241387648814 210383.19155092596 285759.91330357146 104667.06869245257 -10206.186948768322 2547.2355870470592 -65753.662399424284 -16502.775609556076 674.41634715489363 10505.925737701982 -774.16735659512608 -34237.683472181976 11740.502385809024 -27305.296102694687 48540.645674554493 95252.317543208803 14952.609475326879 57867.424122020595 -49017.173482364349
leaf_weight=15763 4087717 2267 22940 10716 10476 37 41 357 20 93 1863 21 27 35 112 4765 3726 669 5532 126429 4744 8371 401 4177 1710 605 179 2246 1429 696
leaf_count=15763 4087717 2267 22940 10716 10476 37 41 357 20 93 1863 21 27 35 112 4765 3726 669 5532 126429 4744 8371 401 4177 1710 605 179 2246 1429 696
internal_value=0 -666.348 -1116.79 -6555.66 -89.7232 -15458.5 4545.63 20766.8 59965.9 148296 10866.6 293195 396494 101219 59003.2 159.208 -869.248 -12671.7 -21816.2 19.0867 4406.76 8158.23 17277.4 2811.11 -2227.73 2549.75 15172.2 19731.1 31639.8 -15152.6
internal_weight=0 230447 212115 33693 178422 10753 18332 2569 518 161 2051 68 47 188 153 176155 141817 9927 6201 131890 34338 23862 8820 15042 10686 8976 4356 8419 3675 5461
internal_count=4318164 230447 212115 33693 178422 10753 18332 2569 518 161 2051 68 47 188 153 176155 141817 9927 6201 131890 34338 23862 8820 15042 10686 8976 4356 8419 3675 5461
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 3 3 1 3 2 5 6 3 1 0 5 0 5 5 0 1 6 0 5 5 5 5 0 3 0
split_gain=9.82484e+12 1.15414e+14 7.03516e+13 9.04221e+13 2.28645e+14 8.76854e+13 1.3053e+14 2.17213e+14 1.85688e+14 8.47012e+13 6.74608e+13 6.5334e+13 8.29431e+13 6.40378e+13 6.76045e+13 6.35618e+13 6.33883e+13 6.30753e+13 8.05186e+13 6.12005e+13 5.93724e+13 6.37424e+13 1.36389e+14 5.80285e+13 5.31436e+13 1.4764e+14 1.30171e+14 5.30129e+13 8.19124e+13 1.22903e+14
threshold=82.970752000000019 82.964402850000013 33.585000000000008 54.947737500000009 54.959412650000012 25.500000000000004 21.500000000000004 82.966612450000014 24.500000000000004 7.5000000000000009 44.410000000000004 1.5000000000000002 13.500000000000002 82.97193200000001 54.959412650000012 132.05000000000004 54.947737500000009 112.04500000000002 104.75000000000001 54.99493995000001 82.963712850000022 1.5000000000000002 54.959412650000012 55.990000000000002 77.00500000000001 67.990000000000023 64.020000000000024 55.012854300000008 17.500000000000004 54.811549550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 9 -5 6 15 8 10 11 -8 -4 -13 14 16 17 -2 18 -6 -16 -1 -22 -23 -11 25 26 -9 28 29 -15
right_child=13 2 3 4 5 -7 7 24 -10 23 -12 12 -14 27 19 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=14.134828153300029 -2556.5516682755551 -4169.1182402142877 12037.850005836992 45587.820003549583 4746.8194459464012 -21958.438647413204 12180.764290516412 22233.437251053925 214925.61458333337 4097.3514526148374 72748.112066879534 2420.4051502915295 -44376.392996721894 -466.91555496521499 51088.010051594494 -122771.81341646635 -15961.757047972174 54870.180025000001 -98445.355885074008 2745.1608820155766 -2366.2470235293099 -34985.07143805574 2314.4540109181048 -8246.5252784088298 -12121.970935199715 89193.870264579469 -39278.546666496964 -921.27782121044447 -6913.3577187918027 4219.6360192163766
leaf_weight=3583465 7078 8646 10580 1714 14890 959 268 1862 78 6520 586 7829 398 142697 293 39 7032 250 76 2465 10680 2063 1868 9157 692 269 422 390657 12575 92056
leaf_count=3583465 7078 8646 10580 1714 14890 959 268 1862 78 6520 586 7829 398 142697 293 39 7032 250 76 2465 10680 2063 1868 9157 692 269 422 390657 12575 92056
internal_value=0 63.7747 4232.35 5515.97 10508.7 7560.03 9016.81 24679.6 67230.7 2315.55 53741 6840.43 156.503 -356.762 -6438.39 4728.14 -9237.3 5054.93 4222.79 7880.93 -11.8037 -6373.44 -17260.4 -3112.76 12458.5 19121.1 10868.3 -195.967 949.67 1370.87
internal_weight=0 3.66331e+06 65235 56589 22105 20391 19432 4177 932 34484 854 18807 8227 654853 16868 15255 14110 15216 14966 2758 3.59808e+06 14611 3931 15677 3245 2553 2284 637985 247328 234753
internal_count=4318164 3663311 65235 56589 22105 20391 19432 4177 932 34484 854 18807 8227 654853 16868 15255 14110 15216 14966 2758 3598076 14611 3931 15677 3245 2553 2284 637985 247328 234753
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=3 3 5 1 1 0 0 5 1 1 0 1 5 0 1 5 4 6 4 5 1 1 5 1 1 1 0 1 5 1
split_gain=9.52009e+12 5.36467e+13 7.33158e+13 1.04337e+14 1.98924e+14 1.00101e+14 1.0652e+14 9.91348e+13 9.83524e+13 1.47321e+14 9.48505e+13 2.42407e+14 1.21624e+14 9.23908e+13 1.2047e+14 9.216e+13 8.67428e+13 1.1044e+14 1.04659e+14 1.47105e+14 2.23025e+14 1.50078e+14 1.21978e+14 1.66422e+14 1.00133e+14 9.47233e+13 9.34502e+13 2.52083e+14 1.77301e+14 9.099e+13
threshold=10.500000000000002 12.500000000000002 89.00500000000001 82.933113850000026 82.945329900000004 55.645049100000001 55.734663800000007 99.555000000000021 37.362912300000012 37.503486000000002 54.990279300000005 82.871296800000025 150.04500000000004 55.034903650000011 82.888608650000023 177.02500000000003 1.5000000000000002 1.5000000000000002 2.5000000000000004 72.705000000000013 30.410108300000001 30.315880100000005 50.005000000000003 30.425002000000003 65.551978750000004 30.315880100000005 44.226894250000008 43.574807850000006 50.410000000000004 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 5 7 10 8 -5 -7 -10 11 -4 13 -12 -15 -14 -2 18 22 20 21 -20 23 -18 -22 -21 27 28 -19 -27
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 12 -13 15 14 -16 -17 17 26 19 25 24 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=115.60111460506489 -17.968188070762217 4.3063722655360674 34.459548502903935 8816.5044765625007 16010.03504264567 -61653.784524601069 8914.0590990450019 173985.23141887924 240398.51241566052 54550.643860505756 -44739.269785693818 264097.16252232145 -155500.87804894912 -17572.416138040073 54607.89921042521 17988.593266369047 52472.598313653871 5363.5107773084983 34968.198043234312 -30839.32948418659 -2664.7783449401495 145436.47116604351 -6516.1042796287475 359.51018145038 70786.337357618831 57217.381486587103 -6083.4404286470935 23871.009028562137 -55423.310930570427 4028.6950198825616
leaf_weight=2688514 73033 1460871 5158 50 1067 47 5655 133 55 190 734 35 113 956 305 42 873 651 228 690 843 267 14237 2056 238 362 55209 843 1825 2884
leaf_count=2688514 73033 1460871 5158 50 1067 47 5655 133 55 190 734 35 113 956 305 42 873 651 228 690 843 267 14237 2056 238 362 55209 843 1825 2884
internal_value=0 -190.713 -1878.71 4909.49 32530.9 2311.55 11955.2 128857 70852.1 96271.6 -5498.76 1814.2 -23162.1 -16532.6 -114.053 -108491 -2518.63 -4767.6 1156.86 13145.4 38962.6 94554.1 -2692.65 15892 13506.7 2808.01 -7063.17 -23360.2 -39441 9960.4
internal_weight=0 1.62965e+06 168779 14540 1250 13290 5947 183 292 245 7343 5193 2150 1995 1261 155 154239 81206 22678 5512 1576 495 17166 2929 1081 3936 58528 3319 2476 3246
internal_count=4318164 1629650 168779 14540 1250 13290 5947 183 292 245 7343 5193 2150 1995 1261 155 154239 81206 22678 5512 1576 495 17166 2929 1081 3936 58528 3319 2476 3246
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 5 5 1 3 5 5 1 1 5 3 5 0 0 1 1 4 1 3 1 4 5 1 0 3 1
split_gain=9.98979e+12 1.04545e+14 8.74719e+13 1.40604e+14 1.75105e+14 1.05792e+14 8.79504e+13 8.34757e+13 1.0163e+14 7.03904e+13 6.86425e+13 6.74046e+13 6.2623e+13 1.1431e+14 5.61628e+13 6.55569e+13 6.88213e+13 8.87679e+13 6.1242e+13 8.27693e+13 5.88436e+13 7.935e+13 1.0809e+14 1.18247e+14 9.52276e+13 8.19993e+13 6.99972e+13 7.56671e+13 6.99351e+13 7.80451e+13
threshold=47.249522000000006 47.222459950000008 1.5000000000000002 5.5000000000000009 39.666208800000007 92.035000000000011 93.00500000000001 39.767857750000005 11.500000000000002 75.750000000000014 89.00500000000001 39.826386800000009 39.767857750000005 109.05000000000001 3.5000000000000004 112.04500000000002 45.254062050000009 45.053747000000008 39.032393150000004 38.781124500000011 3.5000000000000004 38.911476500000006 19.500000000000004 37.792847950000002 4.5000000000000009 177.02500000000003 40.247294600000011 44.226894250000008 4.5000000000000009 39.718803500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 10 7 -7 -6 9 -9 -5 12 -8 -14 15 16 17 -1 19 -19 -16 22 23 -22 -25 -26 28 -28 29 -23
right_child=-2 2 3 4 5 6 11 8 -10 -11 -12 -13 13 -15 20 -17 -18 18 -20 -21 21 26 -24 24 25 -27 27 -29 -30 -31
leaf_value=2430.8140138872027 -68.333759628732537 -4261.9785760590885 -2421.3876887014512 1473.2827416279683 18688.091737175168 153902.08120857007 34158.133766515071 15998.147571526879 -7193.438193870672 93500.726902721784 -48437.683514210192 -60583.16505887681 39385.485932793672 240273.4824127907 -433.50102094621752 -18382.080672619475 -3204.0638226389397 -10209.964469452912 989.1731868294064 19409.855123587065 16329.889800964476 -47432.268242305159 -110354.58351343458 -23204.490793874473 -80242.618569711543 -311791.55750000005 7661.7521813426538 -19095.946172307613 18097.469931465337 47548.156555488786
leaf_weight=34775 3592952 8941 12157 10468 11710 66 1321 2133 3352 124 283 69 83 43 597931 1418 12620 1059 3655 8644 1002 332 107 772 65 20 3855 1456 6634 117
leaf_count=34775 3592952 8941 12157 10468 11710 66 1321 2133 3352 124 283 69 83 43 597931 1418 12620 1059 3655 8644 1002 332 107 772 65 20 3855 1456 6634 117
internal_value=0 338.549 4715.58 6635.46 10348.7 16144.3 40898.2 13883.2 3851.98 20256.2 159.47 35978.5 40583 107943 9.19901 2872.92 3369.02 5092.42 12021.4 16177.1 -281.578 6044.27 -12620 -6994.58 -34265.4 -134725 9004.89 326.183 15512.4 -22682.4
internal_weight=0 725212 50750 41809 29652 18901 1582 17319 5609 2257 10751 1516 1447 126 674462 62171 60753 48133 13358 9703 612291 14360 1966 1859 857 85 12394 5311 7083 449
internal_count=4318164 725212 50750 41809 29652 18901 1582 17319 5609 2257 10751 1516 1447 126 674462 62171 60753 48133 13358 9703 612291 14360 1966 1859 857 85 12394 5311 7083 449
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=1 0 3 3 6 0 3 0 4 5 5 5 4 1 0 1 3 3 5 1 0 4 3 3 5 5 0 2 0 3
split_gain=9.63595e+12 5.31619e+13 5.03562e+13 9.34245e+13 6.48233e+13 1.19798e+14 8.78886e+13 1.15865e+14 7.93696e+13 9.40572e+13 6.71403e+13 1.30417e+14 6.06488e+13 8.94784e+13 5.55162e+13 4.88042e+13 4.67997e+13 4.44562e+13 4.99422e+13 1.5108e+14 8.89627e+13 8.93078e+13 1.29348e+14 9.86278e+13 9.60488e+13 1.19273e+14 1.39088e+14 1.32597e+14 2.01241e+14 1.07512e+14
threshold=30.160599000000001 54.648549400000007 23.500000000000004 16.500000000000004 1.5000000000000002 59.853570100000006 17.500000000000004 60.052595500000002 3.5000000000000004 107.05000000000001 97.050000000000011 91.050000000000011 1.5000000000000002 30.102666750000001 59.939091550000008 30.102666750000001 21.500000000000004 15.500000000000002 84.030000000000015 30.102666750000001 54.736324100000012 3.5000000000000004 3.5000000000000004 10.500000000000002 98.020000000000024 128.92000000000004 55.030402950000003 3.5000000000000004 54.940316550000006 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 5 15 7 -7 9 10 11 -8 -6 -14 -10 -5 -15 18 -3 20 -20 22 -22 -23 29 27 -27 -26 -29 -24
right_child=-2 2 -4 4 12 6 8 -9 14 -11 -12 -13 13 16 -16 -17 -18 -19 19 -21 21 23 24 -25 25 26 -28 28 -30 -31
leaf_value=-58120.280976595081 -19.369881307827715 147.27694337589372 -20222.005497259619 7402.4186345575599 13339.593027981162 101709.618044099 12102.133296392405 -145384.38660714286 14214.809541015624 115134.03214285715 -61995.275251588988 183896.50784722224 5024.3404547991076 61860.099978106562 -138921.72707435346 -43127.969160371023 137186.50397792432 -9669.9251754957695 12121.901697547153 51057.899078289047 -116145.76868303573 9670.5550055065305 89588.805054995886 166948.8644190589 -12364.296504977585 210664.33602941176 -16328.644346374047 -250398.67772435897 -60892.141004828831 -8558.0216908039893
leaf_weight=151 4246761 53261 1073 291 812 197 2453 21 40 91 118 45 245 339 58 557 109 3990 4553 762 140 548 133 43 237 34 131 78 199 694
leaf_count=151 4246761 53261 1073 291 812 197 2453 21 40 91 118 45 245 339 58 557 109 3990 4553 762 140 548 133 43 237 34 131 78 199 694
internal_value=0 1152.04 1277.65 1606.37 14274 7427.1 16744.5 77907 11991 15191.6 11715 15196.9 31884.8 53614.5 -76417 -25787.9 80187.3 555.479 1226.38 8836.81 4098.6 -12231.4 -24204 21113.8 -15657 -43527.9 30445.7 -67274.3 -114255 7226.17
internal_weight=0 71403 71252 70179 5376 3871 3023 218 2805 2707 2616 2498 1505 693 98 848 448 64803 60813 7552 6790 2237 1646 591 1506 679 165 514 277 827
internal_count=4318164 71403 71252 70179 5376 3871 3023 218 2805 2707 2616 2498 1505 693 98 848 448 64803 60813 7552 6790 2237 1646 591 1506 679 165 514 277 827
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=5 6 4 0 1 1 5 5 3 4 4 5 5 0 1 0 0 3 1 3 0 0 1 3 3 3 0 3 0 4
split_gain=9.99543e+12 5.9425e+13 1.7015e+14 1.42273e+14 1.35709e+14 1.6708e+14 1.22007e+14 1.76941e+14 1.42805e+14 1.25039e+14 1.15592e+14 2.77687e+14 1.76305e+14 1.5913e+14 2.49496e+14 2.15634e+14 2.48912e+14 1.83423e+14 2.10721e+14 1.29189e+14 1.2316e+14 1.28785e+14 1.19914e+14 1.14723e+14 1.14634e+14 1.14123e+14 1.12385e+14 1.075e+14 1.43082e+14 2.25386e+14
threshold=88.015000000000015 1.5000000000000002 2.5000000000000004 45.067452850000002 52.307266200000008 82.945329900000004 120.05000000000001 118.33500000000002 35.500000000000007 1.0000000180025095e-35 3.5000000000000004 110.05000000000001 120.05000000000001 56.093493200000005 37.889331900000009 55.518428350000008 55.87722990000001 20.500000000000004 37.328003200000005 3.5000000000000004 55.055104550000003 54.648549400000007 86.192907650000009 8.5000000000000018 5.5000000000000009 4.5000000000000009 45.133160800000006 17.500000000000004 59.846652800000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 9 -8 -5 11 -4 13 14 15 -12 17 18 -17 -20 21 26 -22 -23 -15 -11 -16 28 29 -27
right_child=1 2 10 6 5 -7 8 -9 -10 25 12 -13 -14 24 20 16 -18 -19 19 -21 22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=36.223044647138764 -6400.4808243678171 6280.4641602949669 6254.3540455533775 28022.338243979357 10816.818878703201 -12194.006285108439 3883.7753960513169 -113040.26240862855 266014.47752976191 -58716.18391887864 -8771.2137081613018 -5363.3953388096907 4125.6136960772901 -3604.0821676042697 3058.0290237300796 -17773.094227818081 -14664.348320697985 2343.8270653856985 -168083.53218750001 87955.198558979959 -28442.908184716885 39306.220959159102 24446.5018547074 302.22886715632393 -25717.150257526908 -107899.16081301513 -21217.320447679635 -38249.78119441837 16656.346793688757 -14058.01907469947
leaf_weight=4086520 41876 4048 77494 545 11449 4356 2011 202 21 747 1896 28010 22693 3669 3513 238 760 555 20 1344 3941 1129 481 2271 6493 273 4172 1925 1416 4096
leaf_count=4086520 41876 4048 77494 545 11449 4356 2011 202 21 747 1896 28010 22693 3669 3513 238 760 555 20 1344 3941 1129 481 2271 6493 273 4172 1925 1416 4096
internal_value=0 -639.024 283.254 -9793.68 -3420.57 4474.83 -15584.7 -20480.9 6592.8 -18404 1253.87 3169.99 -2547.89 -7516.12 -2406.58 17483 34547.8 51887.3 69051.3 84201 -8579.83 -2951.08 -22689.9 13253.8 -17733.2 -21395.8 -10120.5 -17780 -10968.5 -19921.7
internal_weight=0 231644 173963 15284 57681 15805 11236 9204 2032 9002 158679 105504 53175 30482 20320 4813 2917 2157 1602 1364 15507 11085 4422 3400 10162 8457 7685 7710 5785 4369
internal_count=4318164 231644 173963 15284 57681 15805 11236 9204 2032 9002 158679 105504 53175 30482 20320 4813 2917 2157 1602 1364 15507 11085 4422 3400 10162 8457 7685 7710 5785 4369
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 2 5 2 6 5 0 1 1 1 5 0 1 1 5 3 2 1 1 1 1 1 0 5 5
split_gain=9.47234e+12 3.79531e+14 4.39382e+14 4.96577e+14 2.02756e+14 1.57226e+14 1.33374e+14 1.24243e+14 1.3301e+14 1.21176e+14 1.84466e+14 1.45439e+14 4.56657e+14 3.67092e+14 2.50524e+14 3.50105e+14 2.41428e+14 5.20936e+14 2.15427e+14 2.09574e+14 2.18326e+14 1.89188e+14 1.834e+14 2.05296e+14 2.36458e+14 1.6564e+14 1.54153e+14 1.71046e+14 1.50982e+14 1.49505e+14
threshold=55.017766000000002 55.025681450000008 82.907204800000002 82.95335685000002 55.957851400000003 60.005000000000003 1.5000000000000002 46.010000000000012 15.500000000000002 1.5000000000000002 33.585000000000008 54.762542150000009 37.998366300000008 38.096381250000007 83.006817700000013 48.010000000000012 54.708501450000007 56.135466100000009 20.507360500000004 54.710000000000008 15.500000000000002 8.5000000000000018 50.888703650000004 44.660994650000006 43.048525950000005 83.026705000000007 55.912026600000011 54.736324100000012 100.05000000000001 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 7 -2 -6 -5 -4 -9 10 -1 16 18 -14 15 -15 -11 26 -13 -16 29 22 23 24 -17 -19 27 -18 -27 -21
right_child=1 -3 3 6 5 -7 -8 8 -10 11 -12 12 13 14 19 21 17 25 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-3987.4892661154117 -73518.967165185371 -19.156881708850573 20780.517580524873 -4818.7542809966753 4029.6463825028864 -35914.768423897302 12804.184067942466 44958.518925561839 108088.59321741422 -407.99169397309777 1861.2895641859441 21768.697827343305 36511.611965031334 139.5898145015102 -508.75290473024 -28141.729771271897 15193.427457517646 -65836.828425053594 -30485.351911859878 24844.646533687832 -12299.01736910163 -15874.484705399154 -4824.3352698686085 -103517.7638251036 163608.67291715252 -7415.2890570333766 24413.966872480134 -13891.492545998459 -105971.67600727204 -16720.797140177452
leaf_weight=61451 564 2482558 2116 5682 2847 1507 17587 3683 367 999816 440277 877 2452 117691 22304 1602 7896 566 7860 10036 2354 22738 80518 362 67 6937 11625 2718 159 947
leaf_count=61451 564 2482558 2116 5682 2847 1507 17587 3683 367 999816 440277 877 2452 117691 22304 1602 7896 566 7860 10036 2354 22738 80518 362 67 6937 11625 2718 159 947
internal_value=0 125.295 10564.2 15187 -17103.7 -9795.86 8500.88 40418.8 50679.2 -175.076 1144.94 -684.714 -2751.42 -1998.81 -2363.94 -3608.28 -143.192 8711.07 -25240.2 5420.92 15337.4 -7797.68 -5572.94 -35251 -20444.1 -13776.2 16458.6 7745.45 -9623.64 21260.7
internal_weight=0 2.51691e+06 34353 29435 4918 4354 23269 6166 4050 1.80125e+06 501728 1.29952e+06 269808 261071 258619 222978 1.02972e+06 29901 8737 35641 13337 105287 82549 2031 1669 7662 22239 10614 7096 10983
internal_count=4318164 2516911 34353 29435 4918 4354 23269 6166 4050 1801253 501728 1299525 269808 261071 258619 222978 1029717 29901 8737 35641 13337 105287 82549 2031 1669 7662 22239 10614 7096 10983
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 1 0 0 3 3 5 4 5 5 3 5 3 3 1 0 6 0 2 5 5 2 3 3 3 0
split_gain=9.91683e+12 2.18839e+14 2.85522e+14 2.38106e+14 5.08423e+14 1.96311e+14 2.01798e+14 4.24726e+14 2.56886e+14 2.08025e+14 1.89506e+14 1.28706e+14 2.70725e+14 1.87978e+14 1.27936e+14 1.1562e+14 1.04573e+14 1.50764e+14 9.90979e+13 6.20338e+14 2.39207e+14 3.01456e+14 1.90056e+14 1.72042e+14 1.5235e+14 1.44593e+14 1.69141e+14 2.00779e+14 1.27186e+14 1.25082e+14
threshold=82.91993380000001 82.911991800000024 54.986619450000006 1.5000000000000002 23.500000000000004 82.926290250000008 55.02863030000001 55.039751500000008 24.500000000000004 9.5000000000000018 48.945000000000007 3.5000000000000004 161.85000000000002 118.33500000000002 21.500000000000004 48.910000000000004 18.500000000000004 15.500000000000002 82.940215400000014 55.055104550000003 1.5000000000000002 55.034903650000011 24.500000000000004 40.905000000000008 66.040000000000006 24.500000000000004 19.500000000000004 23.500000000000004 17.500000000000004 55.013931500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 6 9 -8 -9 -2 -4 16 13 -13 15 -11 17 -5 19 20 21 22 29 -21 -22 26 28 -28 -26 -7
right_child=5 2 3 11 -6 18 7 8 -10 14 -12 12 -14 -15 -16 -17 -18 -19 -20 23 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=21.107305386579796 -4882.082331821568 -6612.0951309332449 48796.273729796332 7868.7376601952674 16843.829944081688 -21369.130221401691 97125.541775459162 -102.33417927036623 -144446.58850885829 -23269.39379824463 131832.26529374052 25176.329433992174 -73833.572134199771 179236.56510786578 17530.191281457075 -54233.835155029294 -34716.393390406796 86667.859257870645 -300.38428551555302 4127.7693658161334 3011.7804257194412 19674.701483307756 347731.93900000001 -18266.526291587215 27170.684607879361 195325.98034375001 -94224.281290548577 12937.687210045333 84069.418985751661 78852.816331526556
leaf_weight=3378115 4995 5944 472 6653 2608 137 456 4225 127 2517 658 144 107 176 452 2315 546 252 876038 5550 7938 2983 25 8983 2917 50 230 729 454 1368
leaf_count=3378115 4995 5944 472 6653 2608 137 456 4225 127 2517 658 144 107 176 452 2315 546 252 876038 5550 7938 2983 25 8983 2917 50 230 729 454 1368
internal_value=0 78.9868 11213.6 20335.1 41119.9 -290.75 -11604.1 5306.19 -4314.59 -19513.8 97148.2 10473.1 63866.1 109909 -33345.3 -38104.4 7413.21 10744.5 -102.648 5420.39 18488.8 38184.4 74272.1 -9714.38 11272.8 26244.5 24292 -12763.3 34833.7 69729.6
internal_weight=0 3.39568e+06 17560 11616 3738 922489 15087 4808 4352 10279 1130 7878 427 320 5284 4832 7451 6905 907402 31364 16831 4513 1530 14533 12318 4380 4330 959 3371 1505
internal_count=4318164 3395675 17560 11616 3738 922489 15087 4808 4352 10279 1130 7878 427 320 5284 4832 7451 6905 907402 31364 16831 4513 1530 14533 12318 4380 4330 959 3371 1505
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=1 4 0 5 5 3 3 3 3 0 4 5 5 0 4 3 5 5 3 5 3 0 0 0 4 5 5 5 3 1
split_gain=1.04908e+13 3.36201e+13 1.06723e+14 1.02947e+14 1.43388e+14 1.00266e+14 7.99959e+13 1.60033e+14 6.68625e+13 5.56158e+13 6.332e+13 5.38655e+13 1.01016e+14 7.15057e+13 6.44303e+13 6.3084e+13 5.2685e+13 7.58341e+13 8.66851e+13 4.24643e+13 4.20484e+13 4.0563e+13 4.6947e+13 4.67219e+13 3.99597e+13 4.31602e+13 3.95898e+13 1.12156e+14 3.7354e+13 3.60193e+13
threshold=91.398302750000013 2.5000000000000004 51.67657710000001 78.710000000000022 79.010000000000005 10.500000000000002 19.500000000000004 20.500000000000004 9.5000000000000018 51.83362145000001 3.5000000000000004 69.015000000000015 60.005000000000003 48.713222300000005 3.5000000000000004 7.5000000000000009 76.730000000000018 94.040000000000006 5.5000000000000009 99.555000000000021 8.5000000000000018 56.197733450000008 57.265292900000006 56.831297550000009 1.0000000180025095e-35 87.00500000000001 91.050000000000011 92.035000000000011 4.5000000000000009 104.38035940000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 8 11 24 -8 20 10 26 12 -3 -14 15 19 -16 -18 -19 -13 -5 29 23 -23 -6 -26 -4 -28 -15 -11
right_child=1 2 9 4 6 -7 7 -9 -10 21 -12 14 13 28 16 -17 17 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-28.741452892399458 211.91414458133542 -133.76212957974138 18909.093931172316 -55288.96665219908 84359.051408420142 70915.535473219017 -309903.92855902779 -22144.258401219988 -5645.8594509548611 6826.1450447933912 74632.501308785228 3003.3475470969461 4167.442434861925 -1728.2280105590821 64744.533750000002 65672.102128069964 -89504.559634712845 -61567.414516129036 197980.69378551136 -126263.76053292412 -199613.43328125001 -11530.526400916095 5916.97980661974 -97344.472696814919 7493.934236019948 -37256.145708311407 -196721.52329101565 54451.552651367187 -82410.39572230434 -1096.8986047175017
leaf_weight=4176165 100090 464 1360 27 45 118 27 68 36 24539 204 275 144 64 40 181 185 31 22 28 80 2654 2262 65 488 386 32 40 555 7489
leaf_count=4176165 100090 464 1360 27 45 118 27 68 36 24539 204 275 144 64 40 181 185 31 22 28 80 2654 2262 65 488 386 32 40 555 7489
internal_value=0 845.281 3270.63 -130.923 -29789.1 -18645.8 -16568.9 -103929 -123532 4465.55 22508.8 -23959.1 -36927.7 -59303.1 -3076.63 18961.1 -41444.5 -59291.4 46169.5 -8942.13 -163195 3667.94 -4727 -13582 -7538.28 -12269.8 15083.3 -57180.9 -74068.5 4973.53
internal_weight=0 141999 40752 101247 1157 2107 1014 95 143 38645 1636 1989 1227 763 762 484 278 238 53 303 107 37009 4981 2719 919 874 1432 72 619 32028
internal_count=4318164 141999 40752 101247 1157 2107 1014 95 143 38645 1636 1989 1227 763 762 484 278 238 53 303 107 37009 4981 2719 919 874 1432 72 619 32028
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=5 6 4 0 1 1 0 0 3 0 1 0 1 5 1 5 5 3 4 0 0 4 3 3 0 0 1 1 4 5
split_gain=1.04795e+13 4.93052e+13 1.36066e+14 1.16083e+14 1.07228e+14 1.98307e+14 1.55482e+14 1.42612e+14 2.80614e+14 3.02665e+14 2.36817e+14 1.29169e+14 1.11944e+14 1.00672e+14 1.01113e+14 1.00378e+14 1.43205e+14 1.1555e+14 9.89672e+13 9.70872e+13 1.57501e+14 1.25831e+14 1.09848e+14 9.50246e+13 1.77095e+14 1.96845e+14 1.41045e+14 9.6576e+13 9.42452e+13 2.29235e+14
threshold=88.015000000000015 1.5000000000000002 2.5000000000000004 45.067452850000002 47.473138800000008 39.863684800000009 54.978840000000005 56.338501050000012 9.5000000000000018 56.320495600000008 44.005491150000005 44.580511600000001 39.969502550000009 92.035000000000011 39.826386800000009 120.05000000000001 118.33500000000002 35.500000000000007 1.0000000180025095e-35 55.576287050000012 55.619594000000006 2.5000000000000004 13.500000000000002 13.500000000000002 56.802385350000009 55.099723300000008 65.610478850000007 65.58467570000002 3.5000000000000004 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 11 -6 8 9 -7 -11 -2 -10 19 -15 16 18 -17 -5 21 22 -13 -21 24 25 -8 27 -26 29 -4
right_child=1 2 28 15 6 7 23 -9 12 10 -12 13 -14 14 -16 17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=37.089814319011801 55913.338201470709 5693.9802685160885 5417.4214053099022 24674.380345111815 -10444.50436975714 1940.1713908319282 44513.643841139448 -48625.512058744702 130148.5889423077 7869.5816538665258 276459.91283783782 46641.828315097846 -40662.749577363458 -259.53572554764872 109045.88072150736 3622.576496634159 -101766.67556466584 239415.71952659974 -19290.781852168435 -86509.632843750005 -8119.1928522478574 -34695.101784697501 146310.55102949767 2601.7965200772196 53231.440810400811 -7968.0656295502185 -86857.378560267854 193808.45535003065 -2379.0757115724796 -5466.5348172307349
leaf_weight=4086520 366 4048 79976 545 6709 2188 1019 1585 39 59 74 206 2367 19419 85 2011 202 21 8457 25 6510 2480 107 10759 1170 2393 70 51 53175 25528
leaf_count=4086520 366 4048 79976 545 6709 2188 1019 1585 39 59 74 206 2367 19419 85 2011 202 21 8457 25 6510 2480 107 10759 1170 2393 70 51 53175 25528
internal_value=0 -654.316 185.77 -8825.54 -3187.97 -6594.84 2268.61 -22667.4 -13963.5 10843.4 157311 -3120.28 -37894 -3869.66 216.826 -14056.5 -18497.6 6059.42 -16629 -12414.1 -5926.45 -28457 102216 7784.86 19642.1 7705.69 51189 59103.2 1053.74 2783.91
internal_weight=0 231644 173963 15284 57681 35510 22171 6312 4727 2321 133 29198 2406 28832 19504 11236 9204 2032 9002 9328 6642 2686 132 15462 4703 3412 1291 1221 158679 105504
internal_count=4318164 231644 173963 15284 57681 35510 22171 6312 4727 2321 133 29198 2406 28832 19504 11236 9204 2032 9002 9328 6642 2686 132 15462 4703 3412 1291 1221 158679 105504
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=5 5 5 1 1 1 2 3 1 1 0 3 0 2 1 2 3 1 1 4 6 4 0 0 3 5 1 3 0 3
split_gain=9.53531e+12 1.49055e+13 5.85356e+13 1.20163e+14 9.79068e+13 1.50319e+14 1.10097e+14 8.11717e+13 1.0872e+14 9.56817e+13 9.05838e+13 8.75259e+13 8.82038e+13 7.76318e+13 1.08156e+14 1.01693e+14 9.38435e+13 7.51663e+13 7.98238e+13 7.34751e+13 7.18765e+13 6.94808e+13 6.84554e+13 6.68084e+13 6.65508e+13 6.58189e+13 7.9162e+13 7.34432e+13 6.33518e+13 9.11399e+13
threshold=225.45000000000002 142.05000000000004 132.05000000000004 82.966612450000014 82.91993380000001 82.907204800000002 3.5000000000000004 15.500000000000002 39.021425200000003 61.396377350000009 44.732363600000006 6.5000000000000009 44.580511600000001 7.5000000000000009 39.021425200000003 8.5000000000000018 20.500000000000004 83.761389800000003 83.140147550000009 3.5000000000000004 1.5000000000000002 3.5000000000000004 54.762542150000009 53.973051950000006 24.500000000000004 137.05000000000004 38.959914000000005 16.500000000000004 53.973051950000006 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 10 23 11 12 -4 21 15 16 -15 18 22 -8 -16 -9 -5 -10 25 26 27 -17 -12 -30
right_child=-2 -3 3 17 -6 6 19 13 9 -11 28 -13 -14 14 20 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-11.019640909219653 4727.6598322853579 -3009.1814033400869 124678.05120192308 -100227.42578125 -21217.651605994291 -7922.5264084507044 80398.536523437506 -67919.560132592436 18303.238774117977 -652.66636759440109 -40023.633741293765 177915.70083852916 -135800.56201923077 56704.545825195317 27374.320602077911 -188635.26199324324 324999.58366477274 23911.866078788906 255623.30390625002 228431.04670572921 -30053.047297123499 -610.04941636827266 95299.852301489402 51692.579847598761 91526.1135930647 44874.104107405183 63555.500208237594 -31117.331463458089 -8399.0585388520267 67637.3017578125
leaf_weight=4287425 4262 16449 26 20 1245 71 76 355 1175 1068 507 52 26 32 288 37 22 367 28 60 896 270 171 1223 114 234 68 148 1269 180
leaf_count=4287425 4262 16449 26 20 1245 71 76 355 1175 1068 507 52 26 32 288 37 22 367 28 60 896 270 171 1223 114 234 68 148 1269 180
internal_value=0 -4.67078 6.82933 7638.08 4911.01 8879.56 93012.8 6699.89 13430.3 24243.9 -4763.71 86177.2 -5561.26 -8394.45 1953.36 34558.7 166010 51578.2 97941.5 145707 -16084.2 -38841.9 74825.8 35332.1 22747.8 6647.73 -28707.9 -62620.9 -9599.01 1046.45
internal_weight=0 4.3139e+06 4.29745e+06 10028 9442 8197 207 7990 5526 3466 2060 104 52 2464 1839 655 54 586 219 136 1184 625 191 2398 601 487 253 185 1956 1449
internal_count=4318164 4313902 4297453 10028 9442 8197 207 7990 5526 3466 2060 104 52 2464 1839 655 54 586 219 136 1184 625 191 2398 601 487 253 185 1956 1449
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=3 1 1 0 3 5 2 5 1 5 6 5 5 4 0 0 1 1 1 3 0 0 0 3 1 1 0 3 1 2
split_gain=9.40706e+12 7.3427e+13 1.38287e+14 1.46821e+14 1.31449e+14 8.78425e+13 9.22961e+13 7.90232e+13 1.21245e+14 1.14354e+14 1.05666e+14 1.20111e+14 1.04463e+14 7.78913e+13 7.49519e+13 1.40351e+14 8.18299e+13 7.02393e+13 1.05216e+14 1.13495e+14 9.39277e+13 1.82104e+14 9.15235e+13 8.45385e+13 7.97777e+13 7.64815e+13 8.96514e+13 7.08522e+13 9.03635e+13 6.91047e+13
threshold=18.500000000000004 38.984911950000004 38.975980350000007 45.040161900000008 24.500000000000004 90.015000000000015 8.5000000000000018 59.510000000000012 38.996948700000011 79.730000000000018 1.5000000000000002 72.705000000000013 80.00500000000001 2.5000000000000004 45.013473000000012 45.029420750000007 39.704585000000002 82.911991800000024 60.648383500000008 19.500000000000004 56.838612000000005 56.852744000000008 55.010031850000011 25.500000000000004 60.628582700000003 82.902675200000019 57.157092150000004 21.500000000000004 82.888608650000023 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -3 10 17 -9 -12 14 -6 16 -16 -11 18 20 25 -10 24 -21 -23 -22 26 -20 28 -24 -14
right_child=1 7 3 4 13 6 -8 8 9 12 11 -13 29 -15 15 -17 -18 -19 19 22 21 23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=59.327941244702323 493.81827397554008 -316.21204008744002 -92247.020566854684 26746.055045477508 72525.029666456234 -222511.68485991377 -3380.3301909864999 1802.7306627242583 -7473.5912616007672 -70280.428363715284 -662.24695832138764 -91001.113485616734 -13305.784417814515 222840.51342147437 213195.86128048782 25891.11730162723 106508.9201171875 148.40079005020493 -24116.713734364923 -64930.709290901854 56524.001053010259 -4596.3145513429163 -52849.150858926136 48140.864441060745 198817.42959872159 53320.296128358008 37900.786700258875 -14670.796376226222 14793.875906575522 1207.8990623237269
leaf_weight=3717520 321710 179340 98 1450 297 29 57 431 35127 144 218 453 3666 39 41 1649 32 13582 751 515 377 2733 1115 342 44 285 338 4336 240 31205
leaf_count=3717520 321710 179340 98 1450 297 29 57 431 35127 144 218 453 3666 39 41 1649 32 13582 751 515 377 2733 1115 342 44 285 338 4336 240 31205
internal_value=0 -367.194 655.564 27069.4 33315.7 20922 -77273.5 -1562.46 -3851.88 -3475.33 -36833.8 -61651.1 915.613 89972.4 23967.5 30435.2 -38136.9 -6173.49 -8031.9 -18803.8 -5917.84 9713.95 -24561.4 1269.09 71395.5 7201.67 -4867.94 -20908.2 -40868.1 -317.929
internal_weight=0 600644 323680 1970 1872 1536 86 276964 97624 96522 1102 671 36737 336 1866 1690 176 59785 46203 7580 38623 3496 6206 3075 421 1374 1089 5691 1355 34871
internal_count=4318164 600644 323680 1970 1872 1536 86 276964 97624 96522 1102 671 36737 336 1866 1690 176 59785 46203 7580 38623 3496 6206 3075 421 1374 1089 5691 1355 34871
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 5 3 5 6 2 1 1 3 5 1 5 5 3 1 3 6 0 1 3 5 1 0 0 5
split_gain=9.3977e+12 1.45027e+14 7.36017e+13 1.43935e+14 1.46141e+14 1.94224e+14 1.16382e+14 1.54566e+14 1.14375e+14 9.22431e+13 8.67868e+13 7.82629e+13 1.0461e+14 7.69047e+13 7.66933e+13 7.22316e+13 9.17833e+13 7.31088e+13 1.21428e+14 7.01652e+13 6.85919e+13 6.80386e+13 1.32198e+14 1.79433e+14 1.64922e+14 1.9842e+14 1.26024e+14 1.8136e+14 2.04593e+14 1.68785e+14
threshold=53.37994195000001 53.516665650000007 53.145783300000012 83.761389800000003 50.227799100000006 44.660994650000006 45.985000000000007 21.500000000000004 88.015000000000015 1.5000000000000002 1.5000000000000002 83.663637000000008 50.388877400000005 5.5000000000000009 94.040000000000006 50.158868250000005 66.040000000000006 101.05000000000001 4.5000000000000009 36.546174950000008 20.500000000000004 1.5000000000000002 50.973130900000008 37.855187800000003 12.500000000000002 74.010000000000005 43.574807850000006 47.425481600000005 44.874285750000006 56.205000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 21 4 5 14 13 10 11 -9 -8 12 -6 -7 19 16 -12 -17 -19 -4 -18 26 -23 -24 -25 -26 27 28 -1 -29
right_child=1 -3 3 -5 8 6 7 9 -10 -11 15 -13 -14 -15 -16 17 20 18 -20 -21 -22 22 23 24 25 -27 -28 29 -30 -31
leaf_value=10116.654213389274 -9316.9955681821448 -37.187959361769053 -12603.949403566052 14510.978168582988 1177.8865392565397 -8974.8157967762781 -4954.3140197186649 -14782.42714739375 -24046.264829255546 19290.050379859153 16573.718666672761 3470.4275614454782 -11131.369185453268 6768.7044545583913 -83918.880400647628 15963.239892487945 37634.778788416494 132884.62129755435 -36999.174557389888 -100860.91383223684 192065.37359913794 135.94686124011579 -17756.230932421822 -763.97222514556279 -5869.597875322499 -32426.376519140318 -4307.4979801712243 2926.582565185337 -668.32260168907897 19253.577585841424
leaf_weight=21661 16930 3207695 1739 9569 15493 4648 1487 2649 2188 1135 3855 24087 12454 9333 190 5939 3492 46 493 95 29 708616 8197 92511 13139 3580 27950 13306 93578 12080
leaf_count=21661 16930 3207695 1739 9569 15493 4648 1487 2649 2188 1135 3855 24087 12454 9333 190 5939 3492 46 493 95 29 708616 8197 92511 13139 3580 27950 13306 93578 12080
internal_value=0 -85.909 253.328 2854.75 1606.45 6630.84 8469.34 13538.7 -1648.82 -4562.48 18003.6 -707.016 -4307.48 1534.75 -23441 20467.7 27234.6 12762.9 -22500.7 -17175.6 38906.7 -5.39936 -379.032 -3486.68 -2415.85 -11556.1 1825.46 3044.42 1358.89 10695.8
internal_weight=0 3.22462e+06 1.09354e+06 98921 89352 35130 33106 19125 54222 3784 15341 52034 27947 13981 2024 13854 7376 6478 539 1834 3521 994618 826043 117427 109230 16719 168575 140625 115239 25386
internal_count=4318164 3224625 1093539 98921 89352 35130 33106 19125 54222 3784 15341 52034 27947 13981 2024 13854 7376 6478 539 1834 3521 994618 826043 117427 109230 16719 168575 140625 115239 25386
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 0 0 1 1 5 2 2 3 5 0 5 5 1 2 5 5 5 5 5 0 5 0 5 5
split_gain=1.01032e+13 5.72877e+13 1.10465e+14 8.05182e+13 1.01062e+14 1.26136e+14 1.01002e+14 1.50066e+14 1.32385e+14 1.50041e+14 1.10119e+14 9.87132e+13 2.60664e+14 1.26032e+14 1.78115e+14 8.91075e+13 1.03159e+14 8.13894e+13 8.04407e+13 1.79682e+14 7.67209e+13 1.07883e+14 1.92179e+14 1.74442e+14 1.32304e+14 1.08105e+14 1.72741e+14 9.6175e+13 1.70314e+14 1.24742e+14
threshold=44.982728700000003 45.03656895000001 38.891822450000006 17.500000000000004 41.900971000000006 38.959914000000005 45.022371150000005 45.029420750000007 39.016372550000007 39.036172050000012 85.020000000000024 17.500000000000004 19.500000000000004 23.500000000000004 100.05000000000001 45.029420750000007 114.05000000000001 112.04500000000002 38.975980350000007 5.5000000000000009 45.305000000000007 110.05000000000001 105.35000000000001 107.05000000000001 123.15000000000002 45.022371150000005 142.05000000000004 45.022371150000005 96.015000000000015 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 10 -10 -5 13 -13 17 -15 16 -6 -12 19 -7 -21 22 27 -24 -23 26 -26 28 -22 -30
right_child=1 -3 3 6 15 18 7 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 -20 20 21 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=-644.22030439763137 -34024.863751966121 -23.618144347291963 -4553.7878969446301 -17157.128565744311 -7865.5471189769223 8924.0338633826341 17718.609213639062 -10895.864342790625 42818.265019914965 -5156.5540304751412 -88700.142768526086 148399.04147080245 -196065.53437500002 -137429.71268028844 229278.13472222222 12186.517324226301 -96948.605700776083 -203176.41970750762 6414.3363884873652 -30120.07448032924 50564.680832248268 -52845.487383928572 439656.43834134622 110070.75963541667 -102519.93018889926 134562.9986364294 174226.51217830883 90073.65974992681 -324915.55085227272 -13562.707925907258
leaf_weight=230447 827 3985555 9800 1523 8545 4540 5062 2873 680 15778 256 59 35 26 27 2506 132 82 47963 112 324 175 26 42 67 108 34 507 22 31
leaf_count=230447 827 3985555 9800 1523 8545 4540 5062 2873 680 15778 256 59 35 26 27 2506 132 82 47963 112 324 175 26 42 67 108 34 507 22 31
internal_value=0 36.3182 2374.56 2671.62 4344.78 5882.9 -2077.32 7358.26 -6131.87 -3174.36 -30372.2 -71870.3 20141 -93990.7 49383.7 -4423.58 -9220.73 -116472 7778.69 18706.9 49379.8 56044.5 74092.2 236089 11301.3 65012.8 -9357.76 61630.9 23380.3 -142804
internal_weight=0 4.08772e+06 102162 101335 74934 63751 26401 7935 18466 16458 2008 485 94 391 53 11183 8677 338 53951 5988 1448 1336 952 68 384 209 101 884 377 53
internal_count=4318164 4087717 102162 101335 74934 63751 26401 7935 18466 16458 2008 485 94 391 53 11183 8677 338 53951 5988 1448 1336 952 68 384 209 101 884 377 53
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=1 5 0 5 4 5 5 6 5 5 4 5 0 5 0 3 4 4 3 3 4 0 5 0 0 3 1 0 2 3
split_gain=9.71775e+12 2.72867e+13 3.54007e+13 3.92121e+13 3.41718e+13 7.67089e+13 2.81378e+13 6.18872e+13 7.66903e+13 5.07466e+13 4.87877e+13 5.70662e+13 3.78166e+13 3.55011e+13 3.43989e+13 3.30484e+13 3.08353e+13 8.74878e+13 2.65874e+13 2.5435e+13 2.58727e+13 2.47417e+13 3.07819e+13 2.74406e+13 3.47574e+13 2.57856e+13 2.40321e+13 2.3909e+13 6.36719e+13 4.329e+13
threshold=91.398302750000013 37.995000000000012 56.093493200000005 78.710000000000022 2.5000000000000004 79.730000000000018 84.030000000000015 1.5000000000000002 123.15000000000002 87.395000000000024 3.5000000000000004 85.020000000000024 50.565831500000009 87.00500000000001 50.565831500000009 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 16.500000000000004 8.5000000000000018 2.5000000000000004 61.785186750000001 71.715000000000018 59.609407350000005 58.049540950000008 5.5000000000000009 92.928903050000017 54.864040150000001 15.500000000000002 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 6 21 5 -5 -3 8 15 10 11 -9 -12 14 -13 -8 -11 -18 -17 -2 -21 23 -23 24 -4 -24 -20 28 -19 -29
right_child=1 2 3 4 -6 -7 7 9 -10 16 12 13 -14 -15 -16 18 17 27 26 20 -22 22 25 -25 -26 -27 -28 29 -30 -31
leaf_value=-27.662224425556424 493.71843887576483 1811.554901118775 -3082.9458933142196 -176177.1686011905 -11998.256183853111 -13076.134782077956 -21396.217778669088 9615.4187933211706 -80379.336691046105 123964.18593750027 -82176.595800781259 150917.33854166669 14288.386192419666 186053.65937500002 52604.477288323484 41260.503484692628 -135817.67180989584 1928.8251681018137 -7302.3529881638751 -5755.6901428927322 60628.794294557738 3196.5430116607058 6889.0082148830106 -27383.49017911344 26192.865553443546 58515.971870993591 61643.995856584821 20512.438752075497 168967.5115404212 -42039.352700988253
leaf_weight=4176165 18358 85316 11776 42 1957 92 560 266 141 23 48 39 265 24 407 206 42 2914 520 11926 59 3536 192 444 420 195 56 2035 23 117
leaf_count=4176165 18358 85316 11776 42 1957 92 560 266 141 23 48 39 265 24 407 206 42 2914 520 11926 59 3536 192 444 420 195 56 2035 23 117
internal_value=0 813.541 1536.18 -2439.63 -15343.4 -64197.4 2333.63 8128.77 -10223.1 12516.3 32565 46628.8 -504.966 67576.8 61201.3 -2852 8435.76 7917.89 10427.8 -1845.62 -5428.89 -810.587 6127.02 -2963.77 -2074.76 32902.6 -599.236 9104.16 3236.93 17111.6
internal_weight=0 141999 111656 18654 2091 134 93002 7686 1483 6203 1049 736 313 470 446 1342 5154 5131 782 30343 11985 16563 3923 12640 12196 387 576 5089 2937 2152
internal_count=4318164 141999 111656 18654 2091 134 93002 7686 1483 6203 1049 736 313 470 446 1342 5154 5131 782 30343 11985 16563 3923 12640 12196 387 576 5089 2937 2152
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 5 1 6 3 5 0 1 1 0 1 0 0 5 0 1 3 0 5 0 3 3 1 1 0
split_gain=9.81956e+12 1.30996e+14 2.9292e+14 1.68989e+14 2.28213e+14 2.06917e+14 1.41778e+14 2.25118e+14 2.26675e+14 1.39349e+14 1.36061e+14 1.12757e+14 3.30438e+14 3.05128e+14 2.73575e+14 5.43061e+14 4.21262e+14 8.36536e+14 6.00818e+14 2.78408e+14 5.34101e+14 2.62844e+14 3.53047e+14 2.54299e+14 2.6441e+14 2.82272e+14 2.53676e+14 3.6688e+14 4.7644e+14 4.40144e+14
threshold=55.695992150000002 55.701368300000006 37.620907050000007 37.642309100000013 23.500000000000004 37.914142000000005 23.035000000000004 37.944765900000007 1.5000000000000002 19.500000000000004 105.35000000000001 55.535913550000011 37.615058950000012 37.692869000000009 55.551692500000009 37.737121850000008 55.576287050000012 55.628356700000005 42.405000000000008 55.601678500000013 37.726745000000001 16.500000000000004 55.591389050000011 61.405000000000008 55.674875350000008 11.500000000000002 15.500000000000002 37.314272700000011 37.39371280000001 55.591389050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 10 4 -4 -5 -7 9 -9 -8 -2 -1 26 -14 -15 16 -16 18 -18 20 -20 22 -22 -19 -25 -26 27 -13 -29 -30
right_child=1 -3 3 5 -6 6 7 8 -10 -11 -12 12 13 14 15 -17 17 23 19 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=74.82132484106117 -16792.169574053427 96.486038869153006 25399.122558976374 -3881.5941667203952 136117.94949098094 -18410.622400171964 80553.331598429417 37673.240757274521 -2568.8428735561306 21020.103906347656 -278439.3773828125 -17801.003550233567 -19942.76045732776 -29982.942450480019 -21155.306495200442 -6536.8861891184042 12526.621813008511 7859.948668611657 56985.852195660642 54027.590796828386 23415.042728015989 134313.55053689645 346168.04097656254 -60840.477607871399 -201453.01427556819 68481.937450267651 6409.9884456892651 41425.314796829771 14879.851180007214 -10142.765813423957
leaf_weight=2351499 3175 1736616 662 4952 259 781 1060 2697 2910 625 20 13122 13938 3924 2868 76798 2655 5664 733 2179 43 344 160 1184 44 324 54770 2796 10638 20724
leaf_count=2351499 3175 1736616 662 4952 259 781 1060 2697 2910 625 20 13122 13938 3924 2868 76798 2655 5664 733 2179 43 344 160 1184 44 324 54770 2796 10638 20724
internal_value=0 182.35 8881.51 15138.5 56535 12211.4 22082.8 26419.8 16787.8 58471.3 -18430 -124.706 -2328.42 -6108.25 -4118.72 -3027.37 13612 21092.3 48307.6 75771.7 112788 187564 277802 -1966.76 -37829.2 36207.1 1777.64 -3588.55 1871.26 -1655.09
internal_weight=0 1.75376e+06 17141 13946 921 13025 8073 7292 5607 1685 3195 2.56441e+06 212908 110858 96920 92996 16198 13330 6114 3459 1280 547 203 7216 1552 368 102050 47280 34158 31362
internal_count=4318164 1753757 17141 13946 921 13025 8073 7292 5607 1685 3195 2564407 212908 110858 96920 92996 16198 13330 6114 3459 1280 547 203 7216 1552 368 102050 47280 34158 31362
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=3 5 2 3 1 1 5 4 0 0 0 1 0 1 4 2 1 2 0 5 1 1 2 0 0 2 5 1 1 0
split_gain=1.10207e+13 5.17692e+13 6.44172e+13 6.16777e+13 1.37192e+14 3.60012e+14 1.14303e+14 1.03457e+14 1.19139e+14 1.54761e+14 9.68116e+13 1.56696e+14 9.11488e+13 2.03534e+14 2.27641e+14 1.95779e+14 9.36407e+13 8.43378e+13 8.10612e+13 8.09942e+13 7.97687e+13 7.91784e+13 7.7722e+13 6.32823e+13 2.55599e+14 9.32291e+13 6.31576e+13 6.33499e+13 8.91527e+13 1.07694e+14
threshold=10.500000000000002 73.010000000000005 1.5000000000000002 11.500000000000002 60.628582700000003 60.55755580000001 118.33500000000002 3.5000000000000004 56.819808050000006 56.831297550000009 55.017766000000002 82.897133550000021 59.904813200000007 30.346469350000003 2.5000000000000004 7.5000000000000009 30.243224600000001 9.5000000000000018 57.147575200000006 105.35000000000001 52.395917250000004 30.434657650000002 6.5000000000000009 59.863160500000006 59.896318000000008 3.5000000000000004 90.015000000000015 30.451272450000005 37.620907050000007 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 12 8 -7 -10 -6 18 23 14 16 -16 -14 20 -12 -17 -8 -15 -11 26 -25 -26 27 -4 29 -29
right_child=1 2 3 -5 10 7 17 -9 9 22 11 -13 13 21 15 19 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=124.37849504217296 53.971990961780357 -10423.433130619094 -75552.370758928577 -891.05681775876246 -47885.530509079072 22941.693958333333 -22870.166345141784 -22298.541723632814 398414.61325757578 65586.801268592244 -50568.208133845765 19727.128784842644 125160.75937500001 -133964.80909739848 -7999.8825675216376 143798.18189225459 -89018.630932185857 -77516.054143044807 32361.369608234494 -10489.993609193314 153234.86607349536 2716.8118272569445 252336.04029447117 233638.55256147543 -79760.809549632366 52653.523812307445 18429.852632721504 17256.292540780527 -13657.607761478168 164140.80177911933
leaf_weight=2688514 1345223 7749 126 266751 1251 45 543 37 33 52 844 847 22 197 408 163 283 339 137 43 27 54 39 61 85 142 1701 540 1853 55
leaf_count=2688514 1345223 7749 126 266751 1251 45 543 37 33 52 844 847 22 197 408 163 283 339 137 43 27 54 39 61 85 142 1701 540 1853 55
internal_value=0 -205.193 -1430.94 -1179.08 -8918.73 -1035.96 -5073.9 129158 162318 212898 -26450.8 -11781.8 149.703 -24751.3 -2953.92 32123.9 -73569.6 -38018.8 -38986.8 111592 -14528.3 -104559 145622 6534.57 51906.5 3071.06 3477.94 -6402.88 -2843.71 30833.9
internal_weight=0 1.62965e+06 284427 276678 9927 6848 6642 206 169 124 3079 1828 5733 1170 919 614 305 909 981 206 570 251 91 4563 288 227 4275 2574 2448 595
internal_count=4318164 1629650 284427 276678 9927 6848 6642 206 169 124 3079 1828 5733 1170 919 614 305 909 981 206 570 251 91 4563 288 227 4275 2574 2448 595
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 3 0 3 1 6 4 1 0 3 1 1 0 5 0 5 5 3 0 3 1 1 0 3 0 0
split_gain=1.02729e+13 9.30419e+13 1.20138e+14 1.90205e+14 1.19772e+14 2.59128e+14 1.06899e+14 1.29134e+14 2.09683e+14 1.06274e+14 1.05821e+14 9.6333e+13 1.46162e+14 9.61758e+13 1.45144e+14 9.17452e+13 2.30925e+14 2.36027e+14 1.97079e+14 1.99306e+14 3.05509e+14 1.88639e+14 1.94416e+14 3.30817e+14 2.3667e+14 1.72966e+14 1.78372e+14 2.39719e+14 1.99735e+14 1.83139e+14
threshold=82.940215400000014 59.245000000000012 68.00500000000001 82.962740850000003 55.07108800000001 9.5000000000000018 55.061033200000004 5.5000000000000009 82.961358250000018 1.5000000000000002 1.5000000000000002 82.963712850000022 55.043101600000007 18.500000000000004 82.957885500000017 82.871296800000025 54.970187400000007 59.510000000000012 55.07108800000001 62.710000000000008 40.905000000000008 18.500000000000004 55.061033200000004 20.500000000000004 82.911991800000024 82.933113850000026 55.02863030000001 16.500000000000004 55.043101600000007 55.030402950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 10 -3 4 5 6 7 8 -4 -9 -2 12 -5 14 -12 -1 17 -17 19 20 -18 25 -23 24 -24 26 -21 29 -29 -28
right_child=1 2 3 11 -6 -7 -8 9 -10 -11 13 -13 -14 -15 -16 16 18 -19 -20 21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-31.452598889816564 -556.93562225249138 -4530.685402635032 -68538.645220947263 35811.224500871082 -29193.154576789344 -9763.4702795256489 107564.55781723485 118333.10420809659 169591.34764262356 26702.652126814886 -11171.215007242721 1308.1781294092507 -91900.364526367193 14498.163913676373 2388.0397903777475 -1965.4515772663644 11092.11122469062 -28490.692492467337 -5246.4176782463146 4581.1383008898665 -2162.0216278511516 -3419.5409737419077 67025.449625651047 24391.860022701952 382717.35664893617 40867.078213227302 84288.569027466758 110323.51366220239 32883.459617934663 14132.645727438181
leaf_weight=3294556 435839 104618 264 1347 2521 16646 165 143 43 1102 8239 110010 96 6172 188833 18174 28309 4114 18824 10053 45092 9088 48 703 47 2732 389 525 911 8561
leaf_count=3294556 435839 104618 264 1347 2521 16646 165 143 43 1102 8239 110010 96 6172 188833 18174 28309 4114 18824 10053 45092 9088 48 703 47 2732 389 525 911 8561
internal_value=0 -305.738 -1998.22 3.80563 -8754.28 -5948.29 31039.2 22903.5 -35184.9 37227.3 321.788 1644.89 27314.8 2206.14 1821.17 77.8118 2517.18 -6861.58 4185.69 5853.48 2949.78 12301 735.953 48060.7 223210 17235.2 14076.5 23267.3 61195.5 17181.9
internal_weight=0 876038 236955 132337 20884 18363 1717 1552 307 1245 639083 111453 1443 203244 197072 3.44213e+06 147570 22288 125282 106458 73401 33057 9886 798 95 23171 20439 10386 1436 8950
internal_count=4318164 876038 236955 132337 20884 18363 1717 1552 307 1245 639083 111453 1443 203244 197072 3442126 147570 22288 125282 106458 73401 33057 9886 798 95 23171 20439 10386 1436 8950
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=1 1 6 1 0 0 5 5 1 0 3 3 0 3 1 3 1 3 1 1 0 0 0 0 0 3 3 5 1 0
split_gain=1.04186e+13 2.14345e+14 1.46949e+14 1.295e+14 1.93876e+14 2.17006e+14 1.68836e+14 1.84289e+14 1.2426e+14 5.9384e+14 2.2433e+14 2.69273e+14 2.45837e+14 2.28152e+14 2.13877e+14 1.63805e+14 1.4368e+14 2.64707e+14 1.41361e+14 1.37535e+14 4.98407e+14 3.77608e+14 1.01265e+15 4.82014e+14 4.52356e+14 2.15338e+14 2.08584e+14 1.73818e+14 1.93891e+14 2.86696e+14
threshold=38.633372000000001 38.096381250000007 1.5000000000000002 37.998366300000008 55.576287050000012 55.416472000000006 92.035000000000011 123.15000000000002 37.914142000000005 55.801980100000009 22.500000000000004 16.500000000000004 55.74310830000001 9.5000000000000018 37.971176850000006 23.500000000000004 37.944765900000007 18.500000000000004 37.944765900000007 37.855187800000003 55.299834250000011 55.993277250000013 56.009576300000013 55.762622900000004 55.899899800000007 9.5000000000000018 24.500000000000004 80.00500000000001 37.889331900000009 55.701368300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -8 19 10 11 13 16 -10 -15 -12 17 -13 -11 -1 26 23 -23 27 -25 -26 -21 28 -22 -30
right_child=-2 -3 -4 4 -6 -7 7 -9 9 18 15 12 -14 14 -16 -17 -18 -19 -20 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-1229.7119612681431 -101.33400056622169 5772.6086422767385 757.09067776245001 -3549.0289837569617 -28149.52534262187 170337.89703125 229679.78372395836 -86757.236778846156 -34657.733004211048 -64357.099055900209 118243.95268850616 -7552.5603510388746 -75492.128671174898 65814.17117528533 -99914.5881573933 35318.466121946469 -1042.6146535663936 119214.29973607986 -15586.569363375085 101162.52514122597 -9175.3904040501639 222888.9398671716 -36723.793666448248 -113683.09759527382 22370.558284685769 -46841.89631380458 367499.31907894742 -49803.88004211081 -4308.544655660894 71567.531841676508
leaf_weight=400432 3029015 66374 784477 1985 4217 80 63 26 322 1030 264 373 408 1546 82 2438 4844 295 1405 130 11638 246 386 828 631 1563 38 885 1356 787
leaf_count=400432 3029015 66374 784477 1985 4217 80 63 26 322 1030 264 373 408 1546 82 2438 4844 295 1405 130 11638 246 386 828 631 1563 38 885 1356 787
internal_value=0 238.097 -62.3246 -1528.94 -15682 8726.25 2492.44 137238 -1320.17 8305.66 18560.2 10024.9 -591.233 42254.3 57466.7 43420.7 4952.96 48429.8 -36216.4 -1619.05 -10051.6 -11623.9 64328 -14337.7 -50704.1 -26936.2 161405 -6844.29 -4085.48 23556.4
internal_weight=0 1.28915e+06 1.22278e+06 438298 6371 2154 2074 89 431927 13007 10572 7870 5920 1950 1628 2702 5512 668 2435 418920 18488 18320 632 17688 3022 2194 168 14666 13781 2143
internal_count=4318164 1289149 1222775 438298 6371 2154 2074 89 431927 13007 10572 7870 5920 1950 1628 2702 5512 668 2435 418920 18488 18320 632 17688 3022 2194 168 14666 13781 2143
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=3 0 0 5 4 5 0 1 1 1 5 1 0 3 5 4 6 5 0 5 3 5 1 0 0 5 2 0 1 1
split_gain=1.00343e+13 5.17736e+13 6.6338e+13 5.14432e+13 5.11169e+13 1.78891e+14 1.26712e+14 1.18745e+14 1.85722e+14 1.09408e+14 1.05506e+14 1.23111e+14 1.4268e+14 1.05098e+14 1.01329e+14 1.42204e+14 1.18316e+14 1.63291e+14 1.87212e+14 1.97502e+14 1.75505e+14 1.16282e+14 1.21916e+14 1.00383e+14 2.59477e+14 1.64526e+14 3.49698e+14 2.74483e+14 2.44966e+14 2.2353e+14
threshold=9.5000000000000018 63.563300600000012 61.674413550000004 92.035000000000011 1.5000000000000002 38.010000000000012 43.642715500000008 39.071052600000009 38.92948375000001 37.559851850000008 34.010000000000012 37.642309100000013 55.518428350000008 4.5000000000000009 69.610000000000014 1.0000000180025095e-35 1.5000000000000002 225.45000000000002 57.057093650000006 85.91500000000002 2.5000000000000004 43.810000000000009 92.928903050000017 59.904813200000007 55.801980100000009 60.905000000000008 1.5000000000000002 59.982527000000012 30.332994000000003 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 9 -7 8 13 -1 11 12 -11 -8 21 -16 -17 18 19 -18 -21 -9 -23 24 -15 27 -27 28 29 -25
right_child=1 3 -4 -5 -6 6 7 14 -10 10 -12 -13 -14 23 15 16 17 -19 -20 20 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-3960.2700390935179 148.7517726442056 15791.705262236854 -12183.428372667257 128107.22046595982 -550.64036050969423 -9261.4363256228571 12968.521487332649 4472.9077976499857 -7362.5783460395342 -26373.758389380157 -2459.1119829722338 815.62866638530159 20202.850994972083 4709.113556199969 14986.333892519069 49269.71856784686 -46267.639912036502 28196.616798900384 4352.5063891793798 59519.336779785161 -189614.58734809028 14023.407190446182 -18862.048187090062 -64859.699656705328 -14796.397742587169 141312.23170386904 -53603.782946155538 -10556.385230902537 2710.2440246065335 55660.706896023825
leaf_weight=72848 2373724 1404 4370 42 1248542 7464 10831 48986 18856 744 111766 339628 5670 26487 926 141 335 223 254 32 243 26210 1178 163 9185 105 746 2417 1890 2754
leaf_count=72848 2373724 1404 4370 42 1248542 7464 10831 48986 18856 744 111766 339628 5670 26487 926 141 335 223 254 32 243 26210 1178 163 9185 105 746 2417 1890 2754
internal_value=0 137.592 126.09 19054 -168.886 521.81 3459.26 4084.07 1193.36 -360.694 212.083 1074.84 14800.1 4149.32 6787.26 -14602.4 -36914.5 -48093.8 -67784.5 -97821.9 -160624 7390.52 12609 1965.84 -313.26 12034 -29554.2 16933.1 30755.1 48926.1
internal_weight=0 2.37954e+06 2.37809e+06 1446 1.93862e+06 690082 159426 151962 73434 530656 457808 346042 6414 54578 78528 2154 1228 1087 864 610 275 76374 27388 43747 35672 8075 851 7224 4807 2917
internal_count=4318164 2379540 2378094 1446 1938624 690082 159426 151962 73434 530656 457808 346042 6414 54578 78528 2154 1228 1087 864 610 275 76374 27388 43747 35672 8075 851 7224 4807 2917
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 3 5 0 5 0 6 1 1 5 0 2 3 5 3 5 1 0 1 1 3 3 3 5 0
split_gain=1.06952e+13 2.40314e+13 1.08379e+14 1.11492e+14 6.08098e+13 1.67391e+14 1.52497e+14 1.962e+14 1.24225e+14 1.19043e+14 9.62597e+13 9.60659e+13 1.44456e+14 1.49499e+14 1.56008e+14 1.66002e+14 1.42526e+14 1.31382e+14 1.61236e+14 1.30426e+14 1.12939e+14 1.11691e+14 1.87569e+14 1.19732e+14 4.11663e+14 2.31915e+14 2.99953e+14 4.82234e+14 1.11522e+14 1.0747e+14
threshold=43.465905150000005 44.982728700000003 43.808567100000012 43.514103700000014 41.950906500000009 40.810045900000013 9.5000000000000018 88.015000000000015 44.580511600000001 39.805000000000007 44.893607100000004 1.5000000000000002 37.362912300000012 37.692869000000009 70.00500000000001 44.580511600000001 10.500000000000002 4.5000000000000009 54.710000000000008 6.5000000000000009 72.010000000000005 37.692869000000009 44.893607100000004 37.275078000000001 37.314272700000011 11.500000000000002 14.500000000000002 13.500000000000002 150.04500000000004 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 11 8 -8 9 -6 -7 12 -2 19 -15 16 28 20 -19 -14 -13 22 -20 -24 25 -25 27 -27 -16 -22
right_child=1 -3 3 -5 6 10 7 -9 -10 -11 -12 17 13 14 15 -17 -18 18 21 -21 29 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=1487.0206835486654 -6662.2606564911839 33.484172065497418 -84367.062174961931 -13412.425687757961 -4642.0095217521575 -35297.860301010522 -3322.6774094025277 -51233.158476857032 -32398.764729916544 9934.2687814608125 6306.2570527323878 1777.9639864811286 -3541.5352249825842 4680.3933171634108 56441.904461026577 7467.2478811168012 158366.28276186661 -798.88164944878633 -8529.5937889154065 111157.81419710635 34943.292554251901 -12722.091720095877 -33813.764949319644 11721.816476844881 15844.813872738445 173540.04943719163 47047.214599244988 622129.82241071423 -154271.3125 -8553.4858060792885
leaf_weight=47832 7330 4087717 236 3593 7340 2266 4397 1061 844 23674 737 19820 157 12446 740 1013 142 58370 6805 269 2076 26009 317 83 1904 76 67 35 26 782
leaf_count=47832 7330 4087717 236 3593 7340 2266 4397 1061 844 23674 737 19820 157 12446 740 1013 142 58370 6805 269 2076 26009 317 83 1904 76 67 35 26 782
internal_value=0 -16.6561 -1139.01 -17785.7 -782.497 -1729.68 2808.41 -12636.2 5454.42 6484.54 -25087.3 -1223.11 4817.23 10505.4 8774.31 35298.4 66348 -2371.7 -4025.21 68886 4457.74 -9360.68 53.229 23585.1 31989.5 149765 214133 314987 49289.8 23041.8
internal_weight=0 4.27033e+06 182615 3829 178786 141470 37316 5458 31858 31014 3003 138467 22123 14793 14367 1921 908 116344 93666 426 22678 35296 9287 2482 2165 261 178 111 766 2858
internal_count=4318164 4270332 182615 3829 178786 141470 37316 5458 31858 31014 3003 138467 22123 14793 14367 1921 908 116344 93666 426 22678 35296 9287 2482 2165 261 178 111 766 2858
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=0 1 5 4 0 3 1 6 3 6 1 1 1 0 3 5 1 4 1 1 5 1 1 5 5 0 1 5 1 3
split_gain=1.05025e+13 5.1761e+13 5.82341e+13 5.74483e+13 4.22697e+13 1.01643e+14 6.59063e+13 6.8498e+13 6.77367e+13 5.20843e+13 6.50049e+13 5.85675e+13 4.62634e+13 1.01926e+14 1.02463e+14 8.93356e+13 7.25862e+13 4.83274e+13 4.44413e+13 2.08637e+14 1.44723e+14 6.43374e+13 7.05412e+13 5.0027e+13 9.29995e+13 4.14903e+13 2.83894e+14 2.66178e+14 2.55599e+14 2.20098e+14
threshold=60.693675950000006 33.101335500000005 74.610000000000014 1.5000000000000002 61.785186750000001 5.5000000000000009 114.17164950000002 1.5000000000000002 14.500000000000002 1.5000000000000002 40.810045900000013 40.247294600000011 50.388877400000005 61.674413550000004 5.5000000000000009 84.030000000000015 34.359746700000009 2.5000000000000004 34.359746700000009 39.753614400000011 95.020000000000024 53.664171200000006 114.17164950000002 78.710000000000022 79.010000000000005 60.063729500000008 30.207352000000004 107.05000000000001 30.410108300000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 -3 6 9 7 8 -5 10 11 -6 13 -9 16 17 -15 -16 -7 20 -20 -21 -23 -24 -25 -1 27 29 -28 -27
right_child=1 3 -4 4 5 18 -8 12 -10 -11 -12 -13 -14 14 15 -17 -18 -19 19 21 -22 22 23 24 -26 26 28 -29 -30 -31
leaf_value=0.22950058066760395 -6144.6002612742695 -2570.7655494317769 -49827.666521178297 -22429.374964844948 28705.181980543872 -11549.02494539828 -29250.836824930127 -51718.59058072498 23091.658274087778 -4848.9575336358066 -56271.297821044922 133894.00661311622 15340.199331367447 41321.702562534629 -22254.858606522441 -82417.324328767805 8649.2312360643573 9577.5076311756475 329859.28004185273 24739.187248155922 35622.38525390625 -4951.7316308132577 39107.220951148956 -154820.90074013159 11826.610438829788 -6029.0925130121204 -21139.011985113295 244764.77424879812 12698.37925209543 45666.858105070969
leaf_weight=4243385 3428 17978 335 1224 208 777 464 311 446 13164 64 71 9496 959 842 158 2337 1100 35 2390 32 2680 767 38 282 1868 8810 52 2990 1473
leaf_count=4243385 3428 17978 335 1224 208 777 464 311 446 13164 64 71 9496 959 842 158 2337 1100 35 2390 32 2680 767 38 282 1868 8810 52 2990 1473
internal_value=0 1318.43 -10033.5 2083.66 4294.71 1221.9 7929.54 8951.99 -10272.3 -3846.59 34623.3 55473.7 11063.7 3947.96 7156.32 -10107.3 18155.6 -4224.17 11000.5 13815.6 189328 11905.7 3763.34 25250.4 -7962.78 -18.4475 -5234.9 20257.2 -12565 16762.9
internal_weight=0 59586 3763 55823 37845 20508 17337 16873 1670 13507 343 279 15203 5707 5396 2100 3296 1942 7001 6224 67 6157 3767 1087 320 4.25858e+06 15193 3393 11800 3341
internal_count=4318164 59586 3763 55823 37845 20508 17337 16873 1670 13507 343 279 15203 5707 5396 2100 3296 1942 7001 6224 67 6157 3767 1087 320 4258578 15193 3393 11800 3341
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 3 4 0 5 5 3 0 3 0 2 3 0 5 4 1 3 0 0 4 0 1 1 5 3 1
split_gain=1.01574e+13 1.72378e+14 1.28805e+14 1.21734e+14 1.26376e+14 5.85282e+14 2.06855e+14 1.64511e+14 1.46615e+14 1.40955e+14 1.23764e+14 1.27217e+14 1.30199e+14 1.31946e+14 1.12792e+14 1.5099e+14 1.19272e+14 1.1614e+14 2.75405e+14 1.26985e+14 1.34491e+14 1.24533e+14 1.73568e+14 1.56192e+14 1.57375e+14 2.13625e+14 2.66687e+14 1.742e+14 1.67572e+14 1.47763e+14
threshold=38.633372000000001 38.096381250000007 1.5000000000000002 56.501468900000013 55.193434200000006 14.500000000000002 2.5000000000000004 55.576287050000012 97.050000000000011 71.00500000000001 18.500000000000004 55.628356700000005 11.500000000000002 55.842510000000011 8.5000000000000018 24.500000000000004 60.035045000000004 72.705000000000013 2.5000000000000004 37.214886200000009 15.500000000000002 54.708501450000007 55.664473600000008 3.5000000000000004 55.751981950000008 37.362912300000012 37.712318250000003 73.405000000000015 16.500000000000004 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 8 7 -6 -3 -7 11 -8 13 -13 15 17 -17 18 -1 20 -20 -19 -23 24 25 -24 27 -27 -29 -30
right_child=-2 3 -4 -5 6 9 10 -9 -10 -11 -12 12 -14 -15 -16 16 -18 21 19 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-3651.152598212605 -100.05565982658052 -3201.345097605064 732.84542762431056 -22469.817832330729 20898.015141763313 76700.653009421294 43763.837918925878 2467.2949420327045 -70519.721184451933 202478.43644531252 -26905.217171896657 5534.1285088853292 -15490.349693049942 36771.234063631586 265.72542031137118 1334.390385658661 20304.335115304806 9651.5288870469503 42906.671540311079 2932.1176653183461 -818.34792867128021 -24731.52576650526 -124645.768130524 24241.505203803605 -11721.177309218217 -110644.49584441491 -4001.8053265063086 123616.66019783195 -231011.06875000001 43449.217178867402
leaf_weight=159760 3029015 16494 784477 1553 5696 346 2465 32337 330 120 496 2389 1032 3116 209932 24019 3845 3168 2461 3286 985 7225 99 1497 20219 47 1114 438 22 181
leaf_count=159760 3029015 16494 784477 1553 5696 346 2465 32337 330 120 496 2389 1032 3116 209932 24019 3845 3168 2461 3286 985 7225 99 1497 20219 47 1114 438 22 181
internal_value=0 235.093 -34.3176 5198.31 5861.19 -1459.73 8524.27 5227.57 -4521.78 109090 21725.3 24404.8 17104.8 23215.3 -1407.41 -2945.48 3952.08 -3904.04 -2816.27 16996.8 30408.4 -9229.12 -11168.5 -7019.22 -9134.84 18373.5 26230.8 75183 88808.4 13704.8
internal_weight=0 1.28915e+06 1.22278e+06 66374 64821 17290 47531 38033 16824 466 9498 9002 6537 5505 438298 228366 27864 200502 166492 6732 3446 34010 30842 23617 22120 1901 1802 688 641 203
internal_count=4318164 1289149 1222775 66374 64821 17290 47531 38033 16824 466 9498 9002 6537 5505 438298 228366 27864 200502 166492 6732 3446 34010 30842 23617 22120 1901 1802 688 641 203
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 4 5 5 0 3 5 6 3 2 5 3 0 0 5 3 3 3 4 3 5 0 5 4 2 5
split_gain=1.0529e+13 2.72161e+14 1.21589e+14 1.35325e+14 1.10905e+14 1.56403e+14 1.2111e+14 1.17993e+14 1.43682e+14 8.51304e+13 2.20849e+14 9.43151e+13 1.22259e+14 1.62252e+14 1.91829e+14 1.03065e+14 3.06048e+14 2.81181e+14 9.62998e+13 8.50614e+13 8.06905e+13 8.95326e+13 7.44156e+13 7.20346e+13 7.05436e+13 6.72234e+13 6.71194e+13 1.5503e+14 2.01572e+14 1.29129e+14
threshold=30.370618100000005 30.388336800000001 38.610000000000007 59.755965500000009 60.003414000000006 1.5000000000000002 53.005000000000003 80.00500000000001 60.029906750000002 4.5000000000000009 61.020000000000003 1.5000000000000002 10.500000000000002 5.5000000000000009 99.555000000000021 8.5000000000000018 59.963407450000012 59.939091550000008 85.91500000000002 7.5000000000000009 26.500000000000004 17.500000000000004 1.5000000000000002 28.500000000000004 93.00500000000001 59.820733200000006 81.00500000000001 2.5000000000000004 3.5000000000000004 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 24 9 6 -6 -7 -9 10 -5 12 13 14 -11 16 17 19 -14 26 21 -17 -21 -1 -4 -23 29 -28 -29 -13
right_child=1 -3 3 4 5 7 -8 8 -10 11 -12 15 18 -15 -16 20 -18 -19 -20 22 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=643.67237863675382 2074.9699786657179 10.776827303870569 12620.233838151142 35735.701754261361 -13639.171026120766 6806.9530057266138 -102503.06927507267 179619.74791949731 -3016.6693600501549 -186510.7359715545 -141637.27540673324 -6455.8491547104531 -25894.970465126589 10569.438991815477 10725.978119081439 -33926.177471341114 -115730.1604107481 93560.57316646367 -133124.62039240057 -44283.563875679349 -191864.49191810345 -28934.974311406462 176016.08980978263 -43389.692426915324 105650.45491622121 13608.08424408939 199307.46739130435 24138.99029796512 -141640.5334030331 163561.48261303193
leaf_weight=285562 4056 4015919 574 110 535 1473 215 92 81 195 194 902 1735 105 66 3247 198 364 88 23 29 647 46 372 95 872 23 129 170 47
leaf_count=285562 4056 4015919 574 110 535 1473 215 92 81 195 194 902 1735 105 66 3247 198 364 88 23 29 647 46 372 95 872 23 129 170 47
internal_value=0 -41.5818 -12932.8 -17899.8 -20424.9 -1263.69 -39113.5 15982.6 94107.9 -25420.6 -77456.3 -23640.4 -41660.4 -94404.1 -136635 -17750.3 1946.91 15620.7 -31071.2 -5551.09 -25563.5 -24551.6 102583 586.385 25830.8 -4512.63 -11421.5 -50872.3 -70116.9 1964.4
internal_weight=0 4.03223e+06 16311 12255 11586 2396 750 1646 173 9190 304 8886 2189 366 261 6697 1902 1704 1823 1340 4795 4766 69 285934 669 1519 1271 322 299 949
internal_count=4318164 4032230 16311 12255 11586 2396 750 1646 173 9190 304 8886 2189 366 261 6697 1902 1704 1823 1340 4795 4766 69 285934 669 1519 1271 322 299 949
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 3 5 0 0 1 0 5 4 3 3 1 5 0 0 1 0 0 0 0 0 0 3 0 0 0
split_gain=9.78092e+12 1.85595e+14 2.36775e+14 6.08218e+14 3.32041e+14 3.35398e+14 1.96227e+14 1.95236e+14 5.35954e+14 3.3334e+14 5.20611e+14 3.29065e+14 1.5774e+14 2.33112e+14 1.576e+14 1.54685e+14 1.78975e+14 4.6114e+14 2.00604e+14 1.58594e+14 2.29056e+14 3.62867e+14 5.19023e+14 5.29844e+14 5.61862e+14 4.48933e+14 4.1123e+14 7.03744e+14 5.10968e+14 7.01374e+14
threshold=37.39371280000001 37.436176200000013 55.860536450000005 55.734663800000007 1.5000000000000002 25.500000000000004 69.610000000000014 55.619594000000006 55.416472000000006 37.417247200000006 55.645049100000001 65.905000000000015 1.5000000000000002 27.500000000000004 17.500000000000004 37.457850350000008 60.005000000000003 55.664473600000008 55.628356700000005 37.503486000000002 56.143542450000005 55.834684950000003 55.68356880000001 55.645049100000001 55.591389050000011 55.87722990000001 19.500000000000004 55.719391050000006 55.74310830000001 55.701368300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 14 8 -2 -9 -11 12 -12 -14 -6 16 -3 18 -18 20 21 22 23 24 -17 -23 27 -24 29 -28
right_child=1 15 -4 4 6 -7 -8 9 -10 10 11 -13 13 -15 -16 19 17 -19 -20 -21 -22 25 26 -25 -26 -27 28 -29 -30 -31
leaf_value=357.43723627835425 -20042.57763439159 3110.4340912589601 -21181.956877538662 72984.987491301217 -13081.319708220908 -7052.6297136071335 54387.851453516196 -36849.642158875082 45078.029174705 -26592.773906597573 27642.819558494972 72941.52437316002 -32654.143903197757 103413.02482910157 44485.623610422183 -1183.9675626613205 3876.6110994192663 64268.012334824416 -251829.97674521172 41.059971659518936 -56281.444029715407 36066.840044407923 -109703.27461334597 44941.829301541919 -53731.986839353936 -4989.3811799180048 -4803.8202804081602 -26733.83183150589 -35440.84009910281 113980.45451720252
leaf_weight=650275 3293 12772 9081 1912 2949 721 694 5479 2051 5075 1520 958 1251 140 567 23135 2972 1892 31 3563153 875 4408 1328 2239 2231 6729 2113 4441 3229 650
leaf_count=650275 3293 12772 9081 1912 2949 721 694 5479 2051 5075 1520 958 1251 140 567 23135 2972 1892 31 3563153 875 4408 1328 2239 2231 6729 2113 4441 3229 650
internal_value=0 -63.3696 -7239.34 -2481.25 23214.1 51068.1 5793.75 -11376.5 4950.38 -17426 -5527.26 22104.6 5374.3 -18959.4 -3797.91 7.14359 9341.49 25599.5 1236.95 -38.4806 -5554.75 -4675.88 -9184.45 -1689.64 -5805.69 11260.6 -26776 -45833.1 -8428.18 23140.4
internal_weight=0 3.66789e+06 35691 26610 6843 2633 4210 19767 5344 14423 8944 3869 2911 1391 3516 3.6322e+06 17667 4895 3003 3.61453e+06 51378 50503 39366 27605 25366 11137 11761 5769 5992 2763
internal_count=4318164 3667889 35691 26610 6843 2633 4210 19767 5344 14423 8944 3869 2911 1391 3516 3632198 17667 4895 3003 3614531 51378 50503 39366 27605 25366 11137 11761 5769 5992 2763
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 5 3 3 3 0 0 5 5 0 6 5 3 6 0 3 3 0 1 6 1 5 4
split_gain=9.44979e+12 1.75173e+14 2.76618e+14 3.19721e+14 2.90262e+14 2.37609e+14 2.60283e+14 2.17677e+14 3.40273e+14 2.22281e+14 2.25258e+14 2.53749e+14 2.5703e+14 1.95138e+14 1.76028e+14 1.80561e+14 3.81238e+14 3.85771e+14 1.62425e+14 1.5549e+14 1.50355e+14 2.65232e+14 1.44236e+14 1.71392e+14 1.43318e+14 2.75204e+14 5.78231e+14 2.47594e+14 1.85714e+14 1.37127e+14
threshold=37.66934650000001 37.726745000000001 55.745923000000012 55.68356880000001 55.806974650000008 55.56564190000001 55.628356700000005 55.769960200000007 45.005000000000003 3.5000000000000004 10.500000000000002 22.500000000000004 55.751981950000008 55.719391050000006 92.035000000000011 49.995000000000012 55.762622900000004 1.5000000000000002 55.730000000000011 17.500000000000004 1.5000000000000002 55.784980300000008 11.500000000000002 16.500000000000004 55.695992150000002 37.692869000000009 1.5000000000000002 37.692869000000009 39.995000000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 18 -7 9 -9 -4 14 12 -12 24 15 -11 -17 -18 -2 -8 21 -10 -14 -24 27 26 -26 -5 -27 -13
right_child=1 -3 4 13 -6 6 19 8 20 10 11 29 22 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=284.25588478938681 -8108.6776372156637 11.472060871424681 302378.989 -90944.090200130508 -5820.528416776714 19068.094127436467 -30974.00745531042 2472.8419954560995 217148.17314509253 -1583.7984807654275 117093.4831734625 -12731.441466405551 259084.49424999999 -20281.094308809606 110759.42239659927 -36309.527568671947 -358479.5882530121 -27240.090324026638 -33393.020444347523 15717.782374531031 52703.920732244318 53208.610131407622 -9196.760431115561 93108.790480324082 211301.12352650316 -51589.189794600643 -75704.239648437506 23880.879671161136 -186038.219671111 51902.77506585537
leaf_weight=920268 6691 3347093 25 339 18550 5051 2350 1337 174 711 414 2073 25 2926 85 578 83 61 4096 1024 1100 228 677 216 79 152 630 421 317 390
leaf_count=920268 6691 3347093 25 339 18550 5051 2350 1337 174 711 414 2073 25 2926 85 578 83 61 4096 1024 1100 228 677 216 79 152 630 421 317 390
internal_value=0 -76.9863 -5904.96 -13679.6 1098.5 -7881.22 4702.56 16794.7 39167.3 4895.93 3496.15 16518.8 51681 -36582.1 -29060.5 -37354.1 -72579.4 -218163 -17709.6 -16803.2 71830.7 124168 22181.3 15549 -61193.4 -83036.1 -43724.8 -27337.1 -142464 -2497.03
internal_weight=0 3.3979e+06 50803 24076 26727 19212 8425 8177 2839 5338 5313 3795 1332 4864 1518 1433 722 144 10787 3374 1502 402 918 893 1938 1178 709 760 469 2463
internal_count=4318164 3397896 50803 24076 26727 19212 8425 8177 2839 5338 5313 3795 1332 4864 1518 1433 722 144 10787 3374 1502 402 918 893 1938 1178 709 760 469 2463
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=1 1 6 1 0 0 0 0 5 5 3 1 0 3 3 0 3 1 3 0 0 3 1 1 0 0 0 0 0 3
split_gain=9.42497e+12 1.38303e+14 1.08924e+14 1.10854e+14 1.57504e+14 1.93683e+14 1.99984e+14 1.78685e+14 1.26828e+14 1.46422e+14 1.11451e+14 1.00308e+14 4.80236e+14 1.79627e+14 2.18782e+14 1.98983e+14 1.84774e+14 1.73112e+14 1.33e+14 1.29343e+14 1.17786e+14 1.16661e+14 1.14259e+14 1.13315e+14 4.05127e+14 3.0832e+14 8.19223e+14 3.87053e+14 3.6736e+14 1.75227e+14
threshold=38.633372000000001 38.096381250000007 1.5000000000000002 37.998366300000008 55.751981950000008 55.734663800000007 55.576287050000012 55.416472000000006 92.035000000000011 123.15000000000002 15.500000000000002 37.914142000000005 55.801980100000009 22.500000000000004 16.500000000000004 55.74310830000001 9.5000000000000018 37.971176850000006 23.500000000000004 55.628356700000005 55.628356700000005 24.500000000000004 37.944765900000007 37.855187800000003 55.299834250000011 55.993277250000013 56.009576300000013 55.762622900000004 55.899899800000007 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 7 8 -5 -10 -6 23 13 14 16 20 -13 -18 -15 -20 -16 -21 -14 -1 -25 27 -27 -26 -29 -30
right_child=-2 -3 -4 4 10 -7 -8 -9 9 -11 -12 12 22 18 15 -17 17 -19 19 21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-999.52415610973696 -96.380979599357744 4672.1498529009514 690.61716134729249 -4175.6878217798039 -118493.91555000661 40738.385617806241 -32658.710504831935 153366.92218750002 200245.64436771453 -81814.557692307688 3303.074311745384 -31016.297759440968 -57773.193790389865 106453.12846050841 -69622.6542378546 -67807.4474021762 59399.101537248971 -89701.425908679492 116943.92632541887 -32815.86862203099 7447.1720216793519 34309.316052524737 -13926.408803024562 145574.80000174386 -6161.9782935361591 200822.2585905742 -32683.895622945205 -102219.34620128392 20432.409527288037 -42002.10324088089
leaf_weight=400432 3029015 66374 784477 1985 237 655 3215 80 63 26 110 322 1030 264 206 408 1546 82 166 298 5306 1974 1405 168 14666 246 386 828 631 1563
leaf_count=400432 3029015 66374 784477 1985 237 655 3215 80 63 26 110 322 1030 264 206 408 1546 82 166 298 5306 1974 1405 168 14666 246 386 828 631 1563
internal_value=0 226.459 -14.8595 -1277.54 -14372.1 -10598.5 -16861.4 6717.23 1060.54 117846 -79883.9 -1084.39 7564.08 16785.8 9148.06 -421.117 38199.1 51889.1 39031.7 31731 4566.84 25505 -32473.5 -1352.92 -9007.07 -10424.6 58206.2 -12876.8 -45464.6 -24045.8
internal_weight=0 1.28915e+06 1.22278e+06 438298 6371 6024 5369 2154 2074 89 347 431927 13007 10572 7870 5920 1950 1628 2702 2438 5512 2272 2435 418920 18488 18320 632 17688 3022 2194
internal_count=4318164 1289149 1222775 438298 6371 6024 5369 2154 2074 89 347 431927 13007 10572 7870 5920 1950 1628 2702 2438 5512 2272 2435 418920 18488 18320 632 17688 3022 2194
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=3 2 3 2 5 4 0 6 1 0 1 1 3 1 1 1 1 1 1 1 0 0 0 1 1 0 4 1 5 1
split_gain=1.04508e+13 5.0611e+13 7.41161e+13 1.0497e+14 1.06978e+14 7.3446e+13 6.50425e+13 5.79268e+13 6.76865e+13 5.63119e+13 7.92196e+13 6.0312e+13 5.02475e+13 1.99285e+14 1.2641e+14 1.69313e+14 1.5486e+14 1.36043e+14 1.33498e+14 1.6769e+14 2.00168e+14 1.571e+14 2.29509e+14 2.07589e+14 2.15221e+14 1.7074e+14 1.70358e+14 1.54935e+14 1.37718e+14 1.34299e+14
threshold=9.5000000000000018 8.5000000000000018 8.5000000000000018 12.500000000000002 83.010000000000005 2.5000000000000004 51.717367500000009 1.5000000000000002 82.907204800000002 59.755965500000009 30.305955500000003 37.737121850000008 10.500000000000002 82.95335685000002 65.551978750000004 60.695889550000011 60.528664650000003 57.550671000000001 37.362912300000012 37.533784800000006 55.141517900000004 55.86787755000001 55.860536450000005 44.083877800000003 40.247294600000011 56.831297550000009 3.5000000000000004 53.664171200000006 24.010000000000002 37.516458750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 -3 8 9 11 -11 -7 13 14 15 16 17 18 -2 20 -20 22 27 24 -23 -25 -26 -21 -22 -30
right_child=12 2 5 4 -6 7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 21 28 23 -24 25 26 -27 -28 -29 29 -31
leaf_value=-78.67838109862106 -2159.0943460831932 46358.970956503385 -220.44257105862621 43396.531639054505 -186316.38804347828 -30681.363473020567 -95083.64073868937 -8652.2461433396893 82203.380369636201 246407.08863636362 25990.492212301589 25183.990240052692 -171.29929966509602 -475.65668901000231 8344.3473226191072 -3323.4282933134546 17564.796777803964 -13297.131079690002 -28967.162196234593 4734.1468304786795 -54610.512584680953 -3990.5964739988081 40300.508586309952 -15276.058497609061 19002.189012744242 3781.1381987503905 -42952.314534163939 26448.35578531053 34080.988221958709 94570.125481637253
leaf_weight=1875579 37316 37 41589 171 23 386 268 19965 134 22 63 387 1629650 460173 36848 47243 7354 5123 502 106077 143 10969 1918 13030 9749 7355 465 3391 1771 463
leaf_count=1875579 37316 37 41589 171 23 386 268 19965 134 22 63 387 1629650 460173 36848 47243 7354 5123 502 106077 143 10969 1918 13030 9749 7355 465 3391 1771 463
internal_value=0 -172.355 -2959.23 -41345.9 16162.5 -2652.98 -77925 -7480.33 16105.7 5782.7 83039.5 -2712.55 140.419 817.84 2872.37 2075 3315.3 2786.77 3213.38 4499.88 28410.1 4049.82 6007.64 -1196.36 5736.05 -8400.14 16181.7 5406.79 40527.6 46617.5
internal_weight=0 1.93862e+06 63045 499 194 62546 305 20957 992 858 85 773 2.37954e+06 749890 289717 252869 205626 198272 193149 155833 2879 152954 111386 41568 21183 20385 10214 109468 2377 2234
internal_count=4318164 1938624 63045 499 194 62546 305 20957 992 858 85 773 2379540 749890 289717 252869 205626 198272 193149 155833 2879 152954 111386 41568 21183 20385 10214 109468 2377 2234
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=2 1 0 3 1 1 6 5 1 1 5 3 1 3 1 1 2 3 1 0 1 1 3 0 1 0 2 0 5 0
split_gain=9.40829e+12 2.25289e+13 3.71907e+13 1.51916e+13 6.98614e+13 3.84588e+13 3.64965e+13 1.31627e+14 6.8806e+13 2.33109e+14 6.58392e+13 8.05529e+13 5.79248e+13 1.81874e+14 4.84062e+13 2.24188e+14 5.92806e+13 5.52413e+13 5.49157e+13 4.69699e+13 9.11243e+13 7.44783e+13 7.33466e+13 6.80734e+13 6.09203e+13 5.70209e+13 5.8841e+13 8.58193e+13 5.50253e+13 4.64875e+13
threshold=25.500000000000004 82.907204800000002 55.039751500000008 28.500000000000004 30.362552800000003 60.648383500000008 1.5000000000000002 71.00500000000001 37.457850350000008 37.362912300000012 72.010000000000005 37.500000000000007 60.628582700000003 31.500000000000004 37.39371280000001 37.487839250000007 5.5000000000000009 35.500000000000007 37.362912300000012 55.674875350000008 37.752451500000006 37.503486000000002 38.500000000000007 55.826364100000013 39.143775600000005 55.784980300000008 10.500000000000002 55.751981950000008 64.805000000000021 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 12 14 9 -9 -10 -12 -6 -14 18 17 -17 29 -8 24 21 -21 23 -22 -18 26 27 -23 -27 -16
right_child=1 2 -4 4 5 -7 7 8 10 -11 11 -13 13 -15 15 16 19 -19 -20 20 22 25 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=7.8918436839832715 2267.1318395090916 13810.070325685654 107197.94503455531 -62958.813164217514 -3688.0174933629805 -22174.543236262791 10202.541942887607 -17421.714930245536 -159007.66464213713 -390597.26619318186 -4010.7013144537191 -151097.55181790865 150406.14465887996 2037.186774568936 68598.676497395834 -19485.414412926963 -26326.54040797878 1142.7894965277778 -60077.902198550575 -17456.282351797599 132031.0292937583 238061.51467013892 -88029.804317434217 5142.6945155490321 37498.217738372681 90222.545830015923 24115.170420496324 43363.201536885252 222939.66678685896 169373.23417107077
leaf_weight=4281547 9400 237 52 189 21234 908 414 70 31 22 822 39 101 454 69 430 370 36 152 108 47 36 76 421 251 157 255 61 39 136
leaf_count=4281547 9400 237 52 189 21234 908 414 70 31 22 822 39 101 454 69 430 370 36 152 108 47 36 76 421 251 157 255 61 39 136
internal_value=0 3112.63 30613.4 -6.99977 -2374.76 -1946.54 -1235.49 7491.72 -24320.6 -106659 -15828.3 -10673.2 -2854.44 29037.7 17728.3 23724.3 13910.2 115391 -8671.36 21796 33349.4 58443.7 3088.73 17885.8 -529.416 73402.1 49331.6 115622 116631 135454
internal_weight=0 9689 289 4.30848e+06 26928 26739 25831 4042 984 92 892 861 21789 555 3058 2492 2251 241 566 1821 1200 656 544 468 621 548 352 97 196 205
internal_count=4318164 9689 289 4308475 26928 26739 25831 4042 984 92 892 861 21789 555 3058 2492 2251 241 566 1821 1200 656 544 468 621 548 352 97 196 205
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 5 4 5 0 3 5 3 0 5 0 0 4 5 3 3 4 2 5 5 6 5 4 0 0 3
split_gain=9.38256e+12 3.04107e+13 7.92931e+13 5.61026e+13 5.74e+13 4.80006e+13 5.40465e+13 4.84017e+13 3.7086e+13 3.49793e+13 3.40341e+13 4.41306e+13 2.77128e+13 2.29124e+13 2.20489e+13 2.48731e+13 1.95568e+13 3.04932e+13 5.21962e+13 3.42512e+13 3.94272e+13 2.25936e+13 2.00611e+13 2.00084e+13 1.95004e+13 1.8793e+13 1.60787e+13 1.59252e+13 5.94229e+13 1.82329e+13
threshold=113.46563545000002 104.38035940000002 6.5000000000000009 51.83362145000001 51.717367500000009 78.710000000000022 2.5000000000000004 109.05000000000001 52.056565900000003 4.5000000000000009 83.010000000000005 4.5000000000000009 63.563300600000012 92.035000000000011 46.672631750000008 44.039893800000009 4.5000000000000009 142.05000000000004 3.5000000000000004 9.5000000000000018 2.5000000000000004 5.5000000000000009 161.85000000000002 137.05000000000004 1.5000000000000002 128.92000000000004 2.5000000000000004 59.609407350000005 63.563300600000012 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 8 -7 -8 -4 -3 11 -6 14 27 15 -2 17 23 -19 20 -20 22 -22 -16 -13 -18 -10 29 -29 -5
right_child=12 2 5 13 10 6 7 -9 26 -11 -12 24 -14 -15 16 -17 25 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=3.6266168690189127 -10151.902814503206 729.4482613734516 -6433.6122730868656 -13782.420314114526 -11930.071354332558 -135495.80438701922 -45736.443698299634 111203.67747395833 -23943.640943789385 -54653.29093151915 71869.160336812347 -14105.581931243732 -69107.315883345174 -55422.01065726902 2091.3106379538531 -143131.84946732954 17582.335512408088 93333.310750488294 26030.206700721155 51947.298330965918 -33759.460261418273 -184778.00805989583 -143584.15861395476 86666.637374441969 19352.692328337904 112598.28895833335 -57167.892170128463 -166638.34123883932 -13483.539907813969 -1830.8498385603971
leaf_weight=4274890 39 251 1685 1618 650 65 306 21 486 209 96 187 55 92 28102 22 68 25 26 22 39 30 29 28 2544 30 208 28 266 6047
leaf_count=4274890 39 251 1685 1618 650 65 306 21 486 209 96 187 55 92 28102 22 68 25 26 22 39 30 29 28 2544 30 208 28 266 6047
internal_value=0 -12.0181 -4543.46 -1019.48 8763.26 -19789.1 -52212.5 -35657.7 -14446.5 -24433.6 13155.1 11488 1807.95 -5803.31 1944.99 -58111.9 2073.99 1919.57 -40180.9 -63043 -83444.5 -112489 -80596.5 2175.5 17061.7 46668.9 -33901.3 -5229.75 -28069.7 -4353.7
internal_weight=0 4.28965e+06 14759 11988 3937 2771 392 327 2379 460 3477 3381 28515 8051 28460 61 28399 28301 171 146 124 98 68 28130 2731 98 694 7959 294 7665
internal_count=4318164 4289649 14759 11988 3937 2771 392 327 2379 460 3477 3381 28515 8051 28460 61 28399 28301 171 146 124 98 68 28130 2731 98 694 7959 294 7665
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=5 5 3 4 1 1 0 0 1 3 2 3 0 1 5 0 5 1 1 4 0 0 5 5 1 1 4 0 0 0
split_gain=9.21158e+12 2.39064e+13 6.46565e+13 5.86061e+13 9.92899e+13 1.77872e+14 7.20604e+13 6.79256e+13 7.34161e+13 7.17022e+13 7.65185e+13 7.21537e+13 9.59203e+13 6.82334e+13 6.39613e+13 6.32254e+13 5.56066e+13 5.40819e+13 9.70518e+13 9.06035e+13 1.08563e+14 6.42628e+13 5.80403e+13 8.46951e+13 5.46143e+13 5.69619e+13 5.23642e+13 1.11592e+14 9.83803e+13 6.30429e+13
threshold=177.02500000000003 142.05000000000004 3.5000000000000004 2.5000000000000004 30.259484550000003 37.542000650000013 56.281985950000006 60.042666650000008 30.160599000000001 9.5000000000000018 4.5000000000000009 8.5000000000000018 45.055827000000008 30.332994000000003 150.04500000000004 58.000519000000004 150.04500000000004 53.140944450000006 82.837870700000011 4.5000000000000009 55.002082750000007 55.039751500000008 161.85000000000002 150.04500000000004 65.58467570000002 65.565203050000022 3.5000000000000004 55.141517900000004 56.009576300000013 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 26 4 -4 -6 16 9 -9 10 17 15 14 -10 -13 -12 -7 -5 24 20 22 -22 23 -20 25 -19 29 -28 -29 -3
right_child=-2 2 3 7 5 6 -8 8 13 -11 11 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=6.037817883975654 3282.1717180040646 106202.62062500001 229369.22512500003 25593.160351317783 -228483.61436298076 -27233.511752424572 169063.17515625001 -212321.30323275866 128696.98779761906 -10329.306255990618 -28331.240449821544 17549.259690163351 40332.917759322307 -68013.801242675792 -147765.40314062501 32620.767377331795 63821.100850039315 -27481.575237759676 35897.804085509415 -50383.330793042456 223044.79878048782 78030.746927083339 93782.617889030618 -129287.94157059281 -97943.747366045107 123234.20075231482 -51443.206995611079 125503.12784870429 -4946.0960708306766 -77798.323079427093
leaf_weight=4297453 8534 20 25 2014 26 116 40 29 21 5744 1292 44 467 110 50 196 159 352 73 106 41 120 49 54 106 27 348 82 196 270
leaf_count=4297453 8534 20 25 2014 26 116 40 29 21 5744 1292 44 467 110 50 196 159 352 73 106 41 120 49 54 106 27 348 82 196 270
internal_value=0 -6.49941 -4431.08 -2352.84 37007.2 22904.5 43654 -3675.08 -68351.2 -2711.12 6056.44 -8780.34 21781.4 -36480 -70384.1 -20302.6 25412.6 16389.7 -3584.05 30253.3 55616.8 114960 1331.47 -34338.7 -34491.2 -16744.6 -29980.3 -13706.7 33531.7 -65108.6
internal_weight=0 4.30963e+06 12177 11261 366 341 315 10895 160 10735 4991 2049 561 131 94 1488 275 2942 928 443 337 161 176 127 485 379 916 626 278 290
internal_count=4318164 4309630 12177 11261 366 341 315 10895 160 10735 4991 2049 561 131 94 1488 275 2942 928 443 337 161 176 127 485 379 916 626 278 290
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=3 1 3 1 0 0 1 0 0 5 4 4 5 3 6 1 1 0 1 0 5 5 0 1 1 0 1 0 4 1
split_gain=8.96521e+12 6.30862e+13 9.51988e+13 2.17615e+14 1.54964e+14 2.80654e+14 6.57397e+14 2.8509e+14 3.75906e+14 2.78381e+14 3.3519e+14 2.77174e+14 3.29869e+14 2.29836e+14 3.22198e+14 3.46954e+14 3.94329e+14 5.6557e+14 5.50914e+14 4.78161e+14 2.1921e+14 2.19082e+14 2.18977e+14 2.60941e+14 2.06711e+14 1.98116e+14 2.39987e+14 2.23688e+14 3.19512e+14 2.6161e+14
threshold=16.500000000000004 82.940215400000014 18.500000000000004 38.975980350000007 60.017447350000005 59.846652800000008 30.388336800000001 55.727011600000004 55.619594000000006 84.030000000000015 3.5000000000000004 2.5000000000000004 68.00500000000001 17.500000000000004 1.5000000000000002 37.275078000000001 37.328003200000005 55.645049100000001 37.417247200000006 55.68356880000001 90.015000000000015 84.030000000000015 55.762622900000004 37.692869000000009 30.468306550000005 55.657530000000008 37.944765900000007 55.695992150000002 1.0000000180025095e-35 37.752451500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 11 -11 12 -9 14 -10 -16 17 -17 19 21 -6 -18 23 -14 -8 -20 27 -27 -29 -30
right_child=1 -3 -4 -5 20 6 24 9 13 10 -12 -13 22 -15 15 16 18 -19 25 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-79.079067547807 -2736.1237696091571 -2096.0757264909407 -273.54406797065388 4397.9925246868843 -11477.715642854526 -1960.3736130562245 45005.506657626451 -5537.7302884099463 -11190.674299653938 -47622.255199194253 41822.956240732623 13995.159372848924 -223641.71467413634 46396.529439589052 -27829.057256217246 119048.4515847876 -21089.863072175227 5447.9725519720123 -2629.9047415344198 -144771.11499660328 -99118.178986537852 184475.79476996529 -29564.351242898545 -43611.728746661021 5478.1541151847387 21121.947979105949 3583.2744307030525 -13097.965257315458 -9291.3489707513509 76764.714509674275
leaf_weight=3318589 52812 101847 557916 168718 6749 13869 5413 48296 6010 2890 490 6702 133 1771 1726 907 1299 848 3034 345 298 54 2944 204 1751 5272 3494 613 405 2765
leaf_count=3318589 52812 101847 557916 168718 6749 13869 5413 48296 6010 2890 490 6702 133 1771 1726 907 1299 848 3034 345 298 54 2944 204 1751 5272 3494 613 405 2765
internal_value=0 262.542 530.127 1849.62 -663.354 -39.5962 10745.9 -1625.81 2261.13 -6754.38 -34655.3 -5136.21 -7622.17 11507.3 9199.39 15101.7 18994.3 64157.7 14407.6 -39682 -15183.8 -12885.5 -38305 -114662 35344.4 20301.5 25845.7 34435.9 52990.3 65770.2
internal_weight=0 999575 897728 339812 171094 164047 21033 143014 81355 61659 3380 58279 51577 28543 26772 20762 19036 1755 17281 1698 7047 1353 3281 337 7164 15583 12549 9055 3783 3170
internal_count=4318164 999575 897728 339812 171094 164047 21033 143014 81355 61659 3380 58279 51577 28543 26772 20762 19036 1755 17281 1698 7047 1353 3281 337 7164 15583 12549 9055 3783 3170
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 4 0 5 5 3 0 5 0 1 6 1 0 0 3 5 1 3 5 1 0 0 0 0 1 1
split_gain=1.01306e+13 1.13285e+14 9.89183e+13 1.03814e+14 4.76249e+14 1.67669e+14 1.3298e+14 1.1875e+14 1.14141e+14 1.00657e+14 1.1015e+14 1.26048e+14 1.28537e+14 1.53028e+14 2.06314e+14 1.2809e+14 1.69703e+14 5.52836e+14 1.50957e+14 1.27424e+14 1.08579e+14 1.26977e+14 1.08396e+14 8.89899e+13 4.76134e+14 6.4468e+14 3.99683e+14 8.01257e+14 2.9491e+14 2.51798e+14
threshold=38.633372000000001 38.096381250000007 56.501468900000013 55.193434200000006 14.500000000000002 2.5000000000000004 55.576287050000012 97.050000000000011 71.00500000000001 17.500000000000004 55.628356700000005 125.85000000000001 55.851332700000007 38.151577750000008 1.5000000000000002 38.233559750000005 56.281985950000006 56.338501050000012 11.500000000000002 82.00500000000001 38.151577750000008 4.5000000000000009 90.015000000000015 38.975980350000007 55.212972300000011 55.07108800000001 45.254062050000009 45.112033650000008 38.984911950000004 38.891822450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 -3 -6 10 20 12 13 14 -12 18 -17 19 22 -18 21 -7 -14 24 25 26 27 -2 -25 -26
right_child=23 2 -4 5 8 9 -8 -9 -10 -11 11 -13 15 -15 -16 16 17 -19 -20 -21 -22 -23 -24 28 29 -27 -28 -29 -30 -31
leaf_value=16.379595959784496 -1470.4260035632433 -3353.2383480671497 -20682.531753923231 18390.388325400432 68796.488601719859 211744.2271040483 1819.7833646929005 -63937.674044300431 181980.74152669273 -22169.170249331364 335271.0087239584 -84884.220967741945 19614.081634275499 -3470.5542583027027 41065.1123046875 37290.703951019081 234654.08972701151 -7084.8929732937286 -40081.401906123363 486954.54158653854 29557.628201699379 62112.488348494691 102116.59453345693 13261.588672958744 -9816.2935307362059 38131.10949508589 -21063.849817216123 39765.759056664829 -57.883191393113975 -34303.34688288255
leaf_weight=1222775 95010 16494 1553 5696 346 66 32337 330 120 555 30 124 1588 2827 116 1021 87 135 401 26 1942 403 177 16720 20654 4316 9333 4958 2872753 5271
leaf_count=1222775 95010 16494 1553 5696 346 66 32337 330 120 555 30 124 1588 2827 116 1021 87 135 401 26 1942 403 177 16720 20654 4316 9333 4958 2872753 5271
internal_value=0 234.783 4258.32 4855.86 -1779.44 7269.54 4301.47 -4541.59 97942.6 19154.6 21719.2 14976.6 16909 1685.31 101518 30085.1 55313.7 129513 15304.3 292706 39986.5 83169.4 27887.7 -99.9238 -2566.4 223.896 -1272.96 574.718 19.1902 -14794.9
internal_weight=0 1.28915e+06 66374 64821 17290 47531 38033 16824 466 9498 8943 6532 6408 2973 146 3435 1269 248 2166 113 2411 469 1765 3.02902e+06 139542 113617 109301 99968 2.88947e+06 25925
internal_count=4318164 1289149 66374 64821 17290 47531 38033 16824 466 9498 8943 6532 6408 2973 146 3435 1269 248 2166 113 2411 469 1765 3029015 139542 113617 109301 99968 2889473 25925
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 3 1 5 1 1 1 6 3 3 5 1 5 2 1 5 2 5 0 1 3 2 0 1 0
split_gain=9.90977e+12 1.10361e+14 1.02891e+15 7.36858e+14 7.78061e+14 4.57729e+14 5.90679e+14 4.20432e+14 2.89312e+14 2.15798e+14 1.56504e+14 4.73453e+14 4.25699e+14 3.89589e+14 3.29215e+14 2.36088e+14 2.03677e+14 1.69849e+14 1.38601e+14 1.01869e+14 8.91236e+13 8.84384e+13 8.17633e+13 7.98315e+13 2.01226e+14 1.75759e+14 9.66372e+13 9.36418e+13 3.07147e+14 2.7231e+14
threshold=55.708120100000009 55.701368300000006 37.487839250000007 37.620907050000007 37.889331900000009 37.362912300000012 27.500000000000004 37.944765900000007 99.555000000000021 37.503486000000002 37.869926150000005 37.752451500000006 1.5000000000000002 22.500000000000004 13.500000000000002 63.455000000000005 37.66934650000001 48.945000000000007 9.5000000000000018 37.642309100000013 74.610000000000014 6.5000000000000009 82.00500000000001 55.695992150000002 37.503486000000002 16.500000000000004 20.500000000000004 55.535913550000011 37.615058950000012 55.591389050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 5 9 10 8 -7 -6 -3 -4 11 12 13 15 -13 19 -14 -16 -11 -5 -12 -17 -18 27 25 -25 -27 -1 -29 -30
right_child=-2 2 3 4 7 6 -8 -9 -10 18 20 14 16 -15 17 21 22 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=65.576916994855353 186.19789356483037 -31773.436638721687 272417.16898437502 59205.767208030011 45961.86739763635 -154364.53644415436 186288.63318181818 -2988.0076896241389 -214585.57718750002 67039.975897084907 -38224.693295458819 -1319.4335671202214 -146307.62785989439 -259422.59887799202 33494.026789389973 82463.312422449453 -61095.148187862178 165050.6417201451 204985.62024816178 -39545.460162329771 -96495.470866673873 231715.88571514422 94036.193435329871 -85608.201547468285 11526.710425235955 -19902.659855093927 25832.789227483489 1834.2134741903099 -13761.36939513743 -2695.3931410540281
leaf_weight=2351499 1719888 2270 70 176 3424 683 55 3599 90 509 2860 741 361 47 167 102 604 238 85 257 289 65 36 336 14333 1857 615 102050 30788 80070
leaf_count=2351499 1719888 2270 70 176 3424 683 55 3599 90 509 2860 741 361 47 167 102 604 238 85 257 289 65 36 336 14333 1857 615 102050 30788 80070
internal_value=0 -123.251 -8219.5 3604.38 -1657.31 -60240 -128977 20877.1 -38745.1 106350 -28286.8 -11058.8 -45386.1 17831.5 38305.3 39549.7 -86247 110804 86779.7 593.607 -43572.5 140556 -52369 -70.7884 6730.99 -17748 -8524.3 -116.253 -2124.5 -5768.69
internal_weight=0 2.59828e+06 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 600 1001 405 594 433 3149 167 640 2.58155e+06 17141 2808 2472 2.56441e+06 212908 110858
internal_count=4318164 2598276 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 600 1001 405 594 433 3149 167 640 2581548 17141 2808 2472 2564407 212908 110858
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=1 1 6 2 3 1 0 0 1 0 0 1 4 5 1 0 0 1 0 0 0 5 1 0 0 0 5 5 3 1
split_gain=9.729e+12 1.01719e+14 8.41486e+13 9.75694e+13 1.45387e+14 9.70058e+13 3.41527e+14 7.47786e+14 3.97992e+14 3.5932e+14 3.89682e+14 4.43714e+14 2.80959e+14 2.25029e+14 2.05063e+14 2.20514e+14 2.08979e+14 1.96585e+14 6.82428e+14 7.17954e+14 6.83376e+14 4.27705e+14 3.10538e+14 2.62246e+14 2.13796e+14 2.11735e+14 2.08702e+14 1.76066e+14 1.70517e+14 1.62285e+14
threshold=38.633372000000001 38.096381250000007 1.5000000000000002 7.5000000000000009 24.500000000000004 37.889331900000009 55.719391050000006 55.701368300000006 37.971176850000006 55.455204450000004 55.619594000000006 37.971176850000006 1.5000000000000002 77.00500000000001 37.914142000000005 55.74310830000001 55.734663800000007 37.792847950000002 55.657530000000008 55.762622900000004 55.56564190000001 71.715000000000018 37.832345550000007 56.367862600000002 55.745923000000012 55.674875350000008 32.005000000000003 32.910000000000004 13.500000000000002 38.058342000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 17 7 9 13 -7 11 -11 -9 14 15 -8 -16 -4 20 21 -19 22 24 -21 27 -23 -24 -20 -14 -10
right_child=-2 -3 5 -5 -6 6 8 12 29 10 -12 -13 28 -15 16 -17 -18 18 19 23 -22 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3680.2551749275735 -97.923179783049079 4042.7129552837914 561.80808532040771 300.04201841219646 4549.7643922020688 7541.8808325897598 97960.106695713141 18663.904130475687 1701.1932309127196 -65958.644156894283 -1157.5532091632197 -11062.733736017284 134087.33576037837 -62968.509601127815 -98614.661940102058 -3734.1411893306231 -23194.586267599658 -4592.454631026455 30868.129992373626 3694.0913146801563 -76012.575182550252 15151.360712242466 -3152.7317340483391 -103163.18781333134 40498.820752633714 84824.549524860617 43437.030855572986 -22614.572521341994 53847.359107220269 -25070.298692365544
leaf_weight=178749 3029015 66374 660164 235155 24394 19356 234 3197 18504 2407 11259 3792 306 1312 383 2402 9015 8718 808 22848 1583 565 1142 232 1121 1913 6083 2584 1969 2580
leaf_count=178749 3029015 66374 660164 235155 24394 19356 234 3197 18504 2407 11259 3792 306 1312 383 2402 9015 8718 808 22848 1583 565 1142 232 1121 1913 6083 2584 1969 2580
internal_value=0 230.083 23.1275 -1086.7 -2691.97 643.203 -2734.4 3286.2 -10128.7 -1840.73 -12243.4 -32378.2 37778.6 -23642.3 -19354.8 5293.35 -26268.2 1009.31 7216.11 13509 -15567.9 31187.5 23217.9 2619.96 2637.84 68938.6 36072.9 -9874.59 64640.1 -1574.77
internal_weight=0 1.28915e+06 1.22278e+06 438298 203143 784477 76716 42286 34430 36814 17458 6199 5472 13346 12034 2636 9398 707761 47597 37296 10301 14216 11738 23080 4513 2478 7225 3392 2275 21084
internal_count=4318164 1289149 1222775 438298 203143 784477 76716 42286 34430 36814 17458 6199 5472 13346 12034 2636 9398 707761 47597 37296 10301 14216 11738 23080 4513 2478 7225 3392 2275 21084
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=5 5 1 4 5 5 2 4 0 1 1 4 1 0 4 3 0 0 1 0 3 1 6 0 0 1 1 3 4 0
split_gain=1.01402e+13 1.80946e+13 3.6136e+13 6.56278e+13 4.78612e+13 4.61081e+13 4.15147e+13 3.60966e+13 3.31808e+13 4.96623e+13 5.17624e+13 4.05063e+13 3.13836e+13 2.92038e+13 2.7687e+13 2.73676e+13 2.69043e+13 4.14887e+13 2.30949e+13 2.29579e+13 2.28191e+13 2.76033e+13 2.22768e+13 2.1096e+13 3.05101e+13 3.05217e+13 2.47801e+13 2.64275e+13 1.9113e+13 2.43917e+13
threshold=20.010000000000002 19.650000000000002 37.737121850000008 1.0000000180025095e-35 13.050000000000002 13.050000000000002 1.5000000000000002 1.0000000180025095e-35 55.518428350000008 37.362912300000012 30.451272450000005 2.5000000000000004 37.559851850000008 55.078308950000007 1.5000000000000002 5.5000000000000009 60.017447350000005 59.904813200000007 30.323743050000001 55.924336300000007 8.5000000000000018 37.642309100000013 1.5000000000000002 60.063729500000008 57.106514900000001 65.480823400000006 65.551978750000004 8.5000000000000018 1.5000000000000002 55.975961550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 13 -8 10 16 19 -13 -3 -12 -6 17 -10 -19 -11 21 -17 -4 24 -24 -26 -27 -28 -9 -30
right_child=-2 7 22 5 15 -7 8 28 9 11 14 12 -14 -15 -16 20 -18 18 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-22846.066727717291 17.328681350070269 -9182.5752681382201 10054.821464360808 -19398.522590595967 3232.156569409035 -1765.80268001489 4225.6141188588308 -10273.95700768994 36044.612278645836 80307.831041269092 54904.918742727721 243901.89142127405 89972.724305555559 5136.280456661575 -35327.161775914632 -16270.616133903735 -13157.817473958334 102641.43730468751 235738.62613636363 -28016.614823316493 -6310.0581777934367 -65513.892725694452 1702.0088940044043 25597.614780918615 6526.482628175957 -31154.441303811614 -944.39060674080929 -22185.437984593285 -26934.335114397327 -155587.09109375
leaf_weight=1844 4263643 2169 2721 148 2702 1132 201 5161 60 131 47 26 27 4149 123 726 30 32 22 23 4793 135 23396 333 1147 582 1688 897 56 20
leaf_count=1844 4263643 2169 2721 148 2702 1132 201 5161 60 131 47 26 27 4149 123 726 30 32 22 23 4793 135 23396 333 1147 582 1688 897 56 20
internal_value=0 -1355.13 -410.389 -5015.22 -8264.3 11538.5 28849.5 -4868.07 38739.6 52055 26987.3 90080.5 165485 220.548 -10380.6 -5046.39 71102.2 93275.9 156866 64129.5 -9002.64 -23991.7 1416.03 577.817 277.146 -7450.27 -12512.3 -8315.08 -11007.1 -60790.3
internal_weight=0 54521 42966 12202 10200 2002 870 11555 722 521 314 207 53 6318 170 8356 144 114 54 154 5654 861 30764 28043 27710 4314 3167 2585 5237 76
internal_count=4318164 54521 42966 12202 10200 2002 870 11555 722 521 314 207 53 6318 170 8356 144 114 54 154 5654 861 30764 28043 27710 4314 3167 2585 5237 76
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 4 5 5 3 5 3 0 0 4 5 5 4 6 3 2 3 5 5 4 5 3 5 1
split_gain=1.016e+13 1.24407e+14 2.0779e+14 2.68472e+14 3.44589e+14 2.35281e+14 2.31919e+14 1.87229e+14 1.9391e+14 1.87159e+14 1.71873e+14 1.61833e+14 1.48207e+14 1.25213e+14 1.31572e+14 2.5132e+14 2.54428e+14 2.09101e+14 2.22841e+14 1.93311e+14 2.34929e+14 2.39659e+14 1.63268e+14 1.50013e+14 1.48416e+14 2.13837e+14 1.26748e+14 1.25033e+14 1.48458e+14 1.23677e+14
threshold=37.66934650000001 37.726745000000001 55.745923000000012 55.645049100000001 55.591389050000011 55.806974650000008 37.692869000000009 1.5000000000000002 96.015000000000015 72.705000000000013 10.500000000000002 39.995000000000012 8.5000000000000018 55.975961550000008 55.86787755000001 2.5000000000000004 82.00500000000001 61.020000000000003 1.5000000000000002 1.5000000000000002 21.500000000000004 5.5000000000000009 20.500000000000004 67.520000000000024 70.50500000000001 3.5000000000000004 110.05000000000001 19.500000000000004 78.710000000000022 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 4 -2 9 12 -5 27 -4 -11 -8 -6 14 15 17 -17 18 -7 20 22 -22 -16 -24 -23 -26 -27 28 -9 -1
right_child=1 -3 5 7 6 13 11 8 -10 10 -12 -13 -14 -15 19 16 -18 -19 -20 -21 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=69.627004660375775 -13827.113928392557 -5.2803033423880521 8771.4891373127539 -8569.3209252618162 63094.892698543234 4455.2724344421304 3709.8859827453107 -39866.634885988598 122648.2308868838 2533.2019398941534 79178.940644432238 44357.352660289791 -53125.45906974635 -57435.310331244757 -18605.68100577694 -85592.917443056474 23510.249766862897 51489.025674427459 -48144.504789749568 13666.686650818416 -53929.578392840973 2964.8656413444728 -42724.378859169898 -150638.60666162634 68357.125709609201 -206818.34654255319 27988.137204861112 -73477.844976635839 45690.293305899249 6264.6535336172274
leaf_weight=886827 12035 3347093 6923 2978 133 2217 1678 2911 71 465 789 2353 627 447 2795 864 284 554 1265 6516 496 1546 419 186 869 47 45 1072 218 33441
leaf_count=886827 12035 3347093 6923 2978 133 2217 1678 2911 71 465 789 2353 627 447 2795 864 284 554 1265 6516 496 1546 419 186 869 47 45 1072 218 33441
internal_value=0 -79.8269 -4991.23 -11729.5 -4797.89 1078.71 17883.5 -27816.7 -41234 15210.4 50757.7 27436.9 -32786.9 -5150.65 -3859.64 -17317.9 -58602.2 -5574.96 -14654.1 1540.75 -10799.2 9582.4 -28800.9 -75901.3 22148 53008.7 -91967.3 -44003.7 -33905.8 294.744
internal_weight=0 3.3979e+06 50803 24076 16826 26727 4791 7250 4272 8177 1254 4031 760 18550 18103 5184 1148 4036 3482 12919 6403 3003 3400 605 2507 961 92 4201 3129 920268
internal_count=4318164 3397896 50803 24076 16826 26727 4791 7250 4272 8177 1254 4031 760 18550 18103 5184 1148 4036 3482 12919 6403 3003 3400 605 2507 961 92 4201 3129 920268
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 4 5 0 5 3 5 6 3 5 2 0 0 3 5 3 5 3 4 2 5 5 0 0 3 5
split_gain=9.47583e+12 2.23256e+14 9.86948e+13 1.08925e+14 8.81315e+13 1.29821e+14 9.66616e+13 1.16434e+14 9.56288e+13 6.91436e+13 1.84121e+14 7.28299e+13 9.29664e+13 1.33113e+14 1.57634e+14 8.8675e+13 3.73067e+14 1.53636e+14 7.75667e+13 7.51717e+13 7.44581e+13 6.86103e+13 6.59034e+13 9.63222e+13 7.24057e+13 6.59929e+13 6.4284e+13 3.10925e+14 4.17798e+14 4.55822e+14
threshold=30.370618100000005 30.388336800000001 38.905000000000008 59.755965500000009 60.003414000000006 1.5000000000000002 80.00500000000001 60.029906750000002 53.005000000000003 4.5000000000000009 75.750000000000014 1.5000000000000002 10.500000000000002 99.555000000000021 5.5000000000000009 59.963407450000012 59.939091550000008 11.500000000000002 85.91500000000002 17.500000000000004 62.385000000000012 23.500000000000004 3.5000000000000004 1.5000000000000002 103.45000000000002 68.00500000000001 59.916647550000008 59.882016200000002 20.500000000000004 48.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 -2 -4 9 8 -7 -8 -6 10 -5 12 13 14 -11 16 -13 20 21 -19 -17 -14 23 -18 -24 -25 27 -1 29 -29
right_child=1 -3 3 4 5 6 7 -9 -10 11 -12 15 18 -15 -16 17 22 19 -20 -21 -22 -23 24 25 -26 -27 -28 28 -30 -31
leaf_value=881.97447043015438 1626.588422601139 7.9741207427581617 23038.081641979305 -1714.9558414902797 -13182.086941143938 5922.3425496225773 161919.25867229959 -2489.8440019772379 -92383.262991063326 -166732.50201276143 -158728.63453184185 -17667.436648786552 -13372.799668008207 35148.086489583329 -9791.8271647135425 -63635.102585207766 -13123.447070312501 -40121.827953853739 -119567.21521661931 8710.2518061002738 -168753.15824328273 -63923.47874229568 -122698.55552083334 75890.861951335886 80709.063416108635 174640.05472935271 1927.7344153743511 12024.714608730352 -69600.20893498059 -21879.388733365737
leaf_weight=112114 4138 4015919 667 172 524 1472 92 81 215 192 132 4613 1369 75 96 182 60 862 88 497 107 334 30 131 42 140 155686 6351 1226 10557
leaf_count=112114 4138 4015919 667 172 524 1472 92 81 215 192 132 4613 1369 75 96 182 60 862 88 497 107 334 30 131 42 140 155686 6351 1226 10557
internal_value=0 -39.4475 -11715.1 -16250.4 -18527.9 -1408.24 14232.6 84941.6 -36224.4 -23002.1 -69891.9 -21385.5 -37370.6 -83516.7 -114419 -16218.7 -9606.69 -36343.6 -28017.7 -22263.4 -102554 -23287 82661.9 101522 -4044.11 126905 556.287 -1083.01 -13231.6 -9144.3
internal_weight=0 4.03223e+06 16311 12173 11506 2384 1645 173 739 9122 304 8818 2154 363 288 6664 5016 1648 1791 1359 289 1703 403 331 72 271 285934 130248 18134 16908
internal_count=4318164 4032230 16311 12173 11506 2384 1645 173 739 9122 304 8818 2154 363 288 6664 5016 1648 1791 1359 289 1703 403 331 72 271 285934 130248 18134 16908
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=3 2 2 3 3 0 2 1 0 0 5 1 5 4 1 0 0 5 5 1 5 0 1 0 1 0 0 1 0 0
split_gain=9.28456e+12 2.8257e+13 2.61297e+13 3.2156e+13 2.57312e+13 1.86956e+14 1.90772e+14 1.51947e+14 1.21025e+14 1.13766e+14 1.26895e+14 1.6555e+14 1.13705e+14 1.12856e+14 1.10959e+14 1.01454e+14 1.50933e+14 2.88016e+14 1.57713e+14 1.58427e+14 1.38142e+14 1.4625e+14 1.92902e+14 1.18823e+14 1.16978e+14 1.50523e+14 1.88592e+14 1.22692e+14 1.10431e+14 9.85458e+13
threshold=2.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 4.5000000000000009 57.60800230000001 3.5000000000000004 38.92948375000001 44.580511600000001 57.814144100000007 71.00500000000001 33.101335500000005 125.85000000000001 2.5000000000000004 39.863684800000009 54.940316550000006 54.920670650000005 42.405000000000008 107.05000000000001 39.666208800000007 53.005000000000003 45.059881250000011 43.048525950000005 54.978840000000005 49.073956850000009 56.093493200000005 55.416472000000006 47.981192400000005 55.299834250000011 57.265292900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -2 14 11 -11 -10 -12 -7 16 18 -18 20 -20 -9 22 -22 -17 25 26 28 -28 -25 -26
right_child=4 -3 -4 -5 -6 9 -8 15 12 10 13 -13 -14 -15 -16 23 17 -19 19 -21 21 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=-1297.5748370666888 31924.295995434055 109389.66665649414 -901.68215576618502 3596.8006471948047 39.362905641221197 -1893.1570512954197 -9678.2955584005758 -2942.5069520069724 3696.2771916908446 14473.133715132979 -36906.920637056122 -2784.5202025738508 -41099.853134527446 -3007.4281347787114 26152.553356518201 -20812.560839873095 -8254.0068809608365 59871.580866492324 -79753.91207316771 -12748.448834027686 26622.95520022064 580.61882838535541 -9760.6818698514908 -46107.263497407257 -991.36576915758076 -5136.8192176322973 -53566.952680348702 -15680.069077078391 18515.324483207241 -44790.234700270434
leaf_weight=18919 1508 24 47901 46213 3945856 2037 28709 56461 44131 12331 1181 10121 574 5830 4588 4693 1309 1180 472 1398 5784 15291 1948 342 42424 11697 2127 1429 1166 520
leaf_count=18919 1508 24 47901 46213 3945856 2037 28709 56461 44131 12331 1181 10121 574 5830 4588 4693 1309 1180 472 1398 5784 15291 1948 342 42424 11697 2127 1429 1166 520
internal_value=0 894.275 871.238 2175.12 -24.0431 -989.097 -2068.99 -945.558 4061 5688.8 3026.36 6693.66 3121.11 -8717.78 17529.3 -2506.31 -213.584 24043.4 -955.718 -29661.1 -280.374 6248.17 17456.5 -5491.33 -4287.04 -11372.2 -25774.8 -38341.9 3859.54 -1521.72
internal_weight=0 113057 113033 65132 4.20511e+06 259251 223163 194454 46213 36088 29463 22452 44705 7011 6625 148241 83843 2489 81354 1870 79484 23023 7732 64398 59705 16761 5064 3556 1508 42944
internal_count=4318164 113057 113033 65132 4205107 259251 223163 194454 46213 36088 29463 22452 44705 7011 6625 148241 83843 2489 81354 1870 79484 23023 7732 64398 59705 16761 5064 3556 1508 42944
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=1 1 6 3 3 3 5 5 0 0 5 0 0 1 0 0 0 4 3 5 0 0 0 0 0 2 3 0 5 3
split_gain=1.00538e+13 8.23856e+13 1.5426e+14 2.19946e+14 1.96847e+14 4.63275e+14 1.8163e+14 3.99129e+14 1.73736e+14 3.46459e+14 2.42716e+14 1.71484e+14 4.7071e+14 3.25041e+14 1.65641e+14 3.19044e+14 1.82707e+14 1.40933e+14 1.34178e+14 1.22275e+14 1.2079e+14 1.41295e+14 1.1975e+14 3.48434e+14 1.42526e+14 1.6184e+14 1.47295e+14 1.33344e+14 1.32862e+14 1.4556e+14
threshold=30.305955500000003 30.346469350000003 1.5000000000000002 4.5000000000000009 13.500000000000002 20.500000000000004 92.035000000000011 67.00500000000001 59.950068600000009 59.916647550000008 80.00500000000001 59.863160500000006 59.932719750000011 30.315880100000005 59.846652800000008 59.916647550000008 59.939091550000008 3.5000000000000004 22.500000000000004 98.020000000000024 60.035045000000004 60.052595500000002 59.834458500000004 59.882016200000002 59.863160500000006 11.500000000000002 11.500000000000002 59.853570100000006 48.035000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 14 9 10 -9 13 -13 -7 -6 -16 -17 22 -15 -19 -10 -22 -5 24 25 27 -26 -24 29 -25
right_child=1 -3 4 17 5 11 -8 8 20 -11 -12 12 -14 18 15 16 -18 19 -20 -21 21 -23 23 28 26 -27 -28 -29 -30 -31
leaf_value=-746.84850481969124 -57913.928062633175 -31.432986421498487 1610.2349749370005 -14642.070734383586 6467.2630694556083 141056.73442897972 -9222.4979734571734 137320.2194096967 181441.41255538713 -100532.15923879523 26141.456625909675 -80019.00945413945 2582.2811789058828 -53386.377343388311 83285.073317540053 -67599.821136609637 28457.410400409713 104523.76635824947 23998.290221959422 11702.26658400632 -1621.3909216889881 164047.83513207769 -20132.885721598097 -19860.558812857034 119886.23734829936 65421.847023475362 -81686.561633003061 42616.937628103449 -6542.3469343049037 8890.311863157287
leaf_weight=173023 660 4064974 19438 5218 2162 218 834 425 268 114 365 799 5052 270 1180 226 1599 236 1317 356 105 101 766 1995 313 748 41 607 19746 15008
leaf_count=173023 660 4064974 19438 5218 2162 218 834 425 268 114 365 799 5052 270 1180 226 1599 236 1317 356 105 101 766 1995 313 748 41 607 19746 15008
internal_value=0 31.1743 3205.76 -604.36 8256.08 16848.2 34728.3 40328.7 88147.3 62435.9 85952.8 -385.02 -8697.57 26560.6 27575.9 42762.8 16562.1 235.546 10832.7 48705.4 137183 79604.8 -410.109 1483.18 37801 27997.3 96540.2 7608.66 -962.78 5516.91
internal_weight=0 4.14514e+06 80167 45694 34473 15035 7379 6545 1378 904 790 7656 5851 1805 5167 3005 1825 45034 1587 592 474 206 44442 39224 2475 2121 354 1373 36749 17003
internal_count=4318164 4145141 80167 45694 34473 15035 7379 6545 1378 904 790 7656 5851 1805 5167 3005 1825 45034 1587 592 474 206 44442 39224 2475 2121 354 1373 36749 17003
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=3 1 3 0 0 0 1 0 5 3 0 5 0 5 1 0 0 1 3 0 1 0 0 0 3 5 0 5 0 0
split_gain=9.58646e+12 5.85659e+13 1.71392e+14 1.26728e+14 2.40251e+14 1.41361e+14 1.1519e+14 9.94979e+14 2.90006e+14 2.05363e+14 1.47822e+14 1.35143e+14 1.24961e+14 1.0977e+14 1.09377e+14 3.48298e+14 1.57314e+14 1.60638e+14 1.58916e+14 1.36649e+14 1.26424e+14 1.98452e+14 2.78036e+14 1.74788e+14 1.24198e+14 1.27572e+14 1.17111e+14 1.09956e+14 1.03164e+14 1.02335e+14
threshold=10.500000000000002 37.944765900000007 14.500000000000002 54.945614000000006 54.811549550000009 54.947737500000009 37.914142000000005 55.769960200000007 23.035000000000004 23.500000000000004 55.708120100000009 90.015000000000015 55.628356700000005 132.05000000000004 38.233559750000005 55.576287050000012 55.619594000000006 37.971176850000006 18.500000000000004 44.893607100000004 38.633372000000001 55.183525900000006 54.194619400000008 55.851332700000007 24.500000000000004 65.50500000000001 55.551692500000009 68.00500000000001 56.281985950000006 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2 8 -8 10 -10 -9 -11 -6 15 19 17 18 -17 -4 21 22 -16 -23 25 -18 -21 -25 -29 -26
right_child=1 2 14 5 13 -7 7 11 9 12 -12 -13 -14 -15 20 16 24 -19 -20 26 -22 23 -24 27 29 -27 -28 28 -30 -31
leaf_value=116.00336771143057 330.53063907748481 -1496.6863749421891 -12008.16114915756 -57223.149217286991 26508.408725883917 -5631.8209305754135 -17370.435237767706 -19430.189796692066 46782.851859258022 114929.95280281786 101094.77378335885 -114144.35155241936 8297.9017893672717 187584.41444404071 57774.768260542165 -34967.431383963944 -3440.5920741539981 -14902.385375140029 -124489.87934515244 77498.96557840232 88.781597211769764 2592.3269290031917 422188.14866071427 34833.83307362246 41185.244140166214 -22889.8912578651 22321.865322442245 45947.434958049824 194110.07167146381 -3923.3259686649399
leaf_weight=2688514 677462 64844 472 534 2629 97834 947 5365 3811 117 577 155 1811 43 83 779 22375 5370 266 758 732701 3023 28 712 1041 3971 781 93 95 973
leaf_count=2688514 677462 64844 472 534 2629 97834 947 5365 3811 117 577 155 1811 43 83 779 22375 5370 266 758 732701 3023 28 712 1041 3971 781 93 95 973
internal_value=0 -191.376 -705.243 -3622.02 -285.775 -5911.89 507.982 9912.41 34234.6 41972 53924.6 -22089.7 14768.8 29100.6 -79.7312 -5401.31 -7741.26 -21883 -57755 35062 185.981 17840.5 149699 14109.6 -4542.4 -6372.09 49498.1 52794.7 120817 19392.5
internal_weight=0 1.62965e+06 939405 165884 67516 98368 690245 12783 7263 6316 4388 5520 1928 2672 773521 36786 34775 6415 1045 2011 736735 4034 111 3923 28360 26346 1539 900 188 2014
internal_count=4318164 1629650 939405 165884 67516 98368 690245 12783 7263 6316 4388 5520 1928 2672 773521 36786 34775 6415 1045 2011 736735 4034 111 3923 28360 26346 1539 900 188 2014
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=1 1 6 0 3 1 5 3 0 1 5 5 5 5 4 3 3 3 3 0 0 5 3 3 5 2 4 3 0 5
split_gain=1.04954e+13 1.49297e+14 1.90988e+14 2.01559e+14 3.91091e+14 3.69101e+14 2.72643e+14 1.95698e+14 1.80479e+14 2.63819e+14 2.18494e+14 1.51997e+14 2.70066e+14 1.38988e+14 1.35546e+14 1.06354e+14 1.51108e+14 1.32268e+14 1.05086e+14 9.9382e+13 1.17514e+14 1.02107e+14 1.00844e+14 1.80923e+14 1.18451e+14 9.84969e+13 9.69282e+13 1.22797e+14 9.49673e+13 9.44983e+13
threshold=43.574807850000006 44.005491150000005 1.5000000000000002 56.338501050000012 24.500000000000004 43.868031300000006 100.05000000000001 18.500000000000004 56.281985950000006 43.94115175000001 90.015000000000015 116.06000000000002 120.05000000000001 86.810000000000016 1.5000000000000002 11.500000000000002 9.5000000000000018 3.5000000000000004 19.500000000000004 56.320495600000008 56.301440000000007 81.00500000000001 10.500000000000002 11.500000000000002 79.730000000000018 4.5000000000000009 2.5000000000000004 5.5000000000000009 56.367862600000002 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 8 6 7 -5 18 10 -10 19 25 -2 -6 16 17 -14 -4 20 -11 -21 -22 24 -24 -13 -23 -28 -7 -25
right_child=1 -3 3 5 14 28 -8 -9 9 11 -12 12 15 -15 -16 -17 -18 -19 -20 21 22 26 23 29 -26 -27 27 -29 -30 -31
leaf_value=-157.0540134594201 -2951.0732177051914 8.2843895024825187 8766.2304413005259 3279.0069907968573 44364.69017798196 47169.170191717392 205468.584288424 -109754.51998820755 -14680.302400810264 -4978.2403101511591 -140634.63928013394 313713.85019616346 -59454.071516927092 -36176.239764959922 157718.56863879337 165859.48535539219 -151594.1951291454 82450.527032001206 -87848.173029590718 -17066.821451800857 39453.431746857794 147340.24451787243 -48459.519488932296 4810.0478810673876 -284332.16266571969 61299.449928977272 127678.23375538793 -51586.832516043534 -77647.548576108864 121682.47987500002
leaf_weight=2143177 8703 2109068 30286 4177 213 3626 65 159 8475 2110 140 52 96 1472 209 51 49 208 113 2398 1930 73 60 892 33 22 58 112 62 75
leaf_count=2143177 8703 2109068 30286 4177 213 3626 65 159 8475 2110 140 52 96 1472 209 51 49 208 113 2398 1930 73 60 892 33 22 58 112 62 75
internal_value=0 154.757 4841.13 7140.8 4663.41 21736 2181.53 -865.903 3807.12 -4499.55 -16727.2 8317.19 63043 -7757.7 100504 30873.4 11371.1 37638.5 8407.09 4937.92 13091.6 -10807.6 25843.3 1062.47 -132156 238672 50960.7 9574.19 45070.8 13874.6
internal_weight=0 2.17499e+06 65919 55744 47655 8089 4401 4336 47233 16834 8615 8219 478 10175 422 404 353 304 30399 7741 5100 2641 2990 1060 93 74 243 170 3688 967
internal_count=4318164 2174987 65919 55744 47655 8089 4401 4336 47233 16834 8615 8219 478 10175 422 404 353 304 30399 7741 5100 2641 2990 1060 93 74 243 170 3688 967
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=1 4 0 3 5 5 3 3 5 5 0 4 5 5 3 3 0 5 0 4 3 3 5 3 3 5 5 1 3 5
split_gain=9.75637e+12 2.65405e+13 8.71679e+13 7.68998e+13 6.70652e+13 8.59082e+13 6.47677e+13 1.30268e+14 4.66999e+13 7.64505e+13 5.30862e+13 5.29215e+13 4.83671e+13 6.33453e+13 6.83431e+13 4.30484e+13 4.14153e+13 6.13433e+13 4.02891e+13 4.76341e+13 3.93599e+13 3.81672e+13 5.3936e+13 3.69429e+13 3.40144e+13 3.47841e+13 3.39999e+13 3.3758e+13 3.34105e+13 3.13216e+13
threshold=91.398302750000013 2.5000000000000004 51.67657710000001 10.500000000000002 78.710000000000022 79.010000000000005 19.500000000000004 20.500000000000004 57.405000000000008 69.015000000000015 50.565831500000009 3.5000000000000004 77.715000000000018 94.040000000000006 5.5000000000000009 9.5000000000000018 48.713222300000005 64.020000000000024 51.83362145000001 3.5000000000000004 3.5000000000000004 7.5000000000000009 99.555000000000021 9.5000000000000018 8.5000000000000018 83.010000000000005 85.020000000000024 92.815157350000007 8.5000000000000018 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 8 -2 15 27 -8 -3 16 11 21 -13 24 -15 28 -10 23 19 29 -12 22 26 -18 25 -14 -11 -7 -6 -4
right_child=1 2 18 -5 5 6 7 -9 9 10 20 12 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-27.71714233558032 224.51754523762384 21413.947887369795 16369.57974869672 61597.503808179958 -32189.788896122685 -42087.520050447551 -278199.29224537039 -18575.460778090532 672.54636315548066 -2365.095586066846 -4579.519420216182 65900.429651162791 44435.045377604169 -75610.928943452382 176598.112779652 -1959.546142578125 -22866.786296943097 -85004.08320163266 3371.1087919364954 64615.970746537758 -107728.69145312501 67027.061603735769 -144292.88980823866 -134142.8857421875 -191233.67875000002 -91719.349491279077 95029.276728723416 4444.6610740831165 -160838.75887695316 -51310.061539713548
leaf_weight=4176165 100090 225 1360 118 27 199 27 68 165 151 73 43 24 21 22 36 441 364 37009 204 75 173 22 32 25 86 47 720 80 72
leaf_count=4176165 100090 225 1360 118 27 199 27 68 165 151 73 43 24 21 22 36 441 364 37009 204 75 173 22 32 25 86 47 720 80 72
internal_value=0 815.156 2970.06 -16836.9 -52.1949 -23990.1 -13757.2 -92363.3 -21490.1 -26962.6 -3090.14 9868.51 -29281.5 -52274.9 53426.3 -96550.8 -45117.1 -54143.7 4049.98 19407.1 -56851.1 31884.2 4249.1 -30395 -85942.7 -62012.9 20753.8 -5631.4 -128376 12966.7
internal_weight=0 141999 40752 2107 101247 1157 1014 95 1989 1764 762 614 221 178 43 143 1002 837 38645 1636 148 393 220 473 135 110 198 919 107 1432
internal_count=4318164 141999 40752 2107 101247 1157 1014 95 1989 1764 762 614 221 178 43 143 1002 837 38645 1636 148 393 220 473 135 110 198 919 107 1432
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 3 3 1 1 1 0 5 0 5 3 5 5 0 3 3 1 5 0 6 3 1 6 3 3
split_gain=9.59965e+12 1.10249e+14 5.67721e+14 4.53347e+14 3.33616e+14 4.6655e+14 2.92346e+14 2.54816e+14 4.32662e+14 3.22605e+14 5.60272e+14 2.90263e+14 2.3908e+14 2.30341e+14 2.3528e+14 2.30326e+14 2.13316e+14 1.89893e+14 1.7561e+14 2.56466e+14 6.1229e+14 2.39935e+14 2.30136e+14 2.16776e+14 2.48664e+14 2.14162e+14 4.94698e+14 2.9009e+14 2.23918e+14 1.2977e+15
threshold=59.939091550000008 59.896318000000008 30.578016350000002 30.362552800000003 19.500000000000004 30.434657650000002 25.500000000000004 6.5000000000000009 30.425002000000003 30.388336800000001 30.370618100000005 59.916647550000008 69.610000000000014 59.916647550000008 57.405000000000008 8.5000000000000018 49.995000000000012 86.02500000000002 59.916647550000008 20.500000000000004 13.500000000000002 30.278357500000002 44.905000000000008 59.904813200000007 1.5000000000000002 5.5000000000000009 30.346469350000003 1.5000000000000002 16.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 7 17 -7 -5 9 10 -9 -11 -4 14 -10 -13 -17 -6 19 20 22 -22 -3 24 -23 27 28 -20 29 -27
right_child=-2 2 12 4 5 6 -8 8 13 11 -12 15 -14 -15 -16 16 -18 -19 25 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-33.231818421219991 -602.31430915362182 5706.5678994445507 -38152.774633349793 -5124.680096274602 -76644.307976964643 -1561.0100303447844 40815.908586917794 100149.04014680037 14849.693109617781 -47275.079737893131 -15755.312301800492 -30570.239751120174 -146282.10087367467 -1520.5202184269729 48175.640296962192 71409.175204778643 141815.21509424908 102790.54672619049 -42791.021589326148 -64377.431144945549 -102004.01576924844 -24645.037339541061 -27195.172094355803 117391.98958156665 70222.729269612086 2806.5166847191958 -78146.069006868056 27229.287282056892 13623.167566379831 -111391.92397544987
leaf_weight=3996272 249333 3057 1452 2958 924 8269 2027 649 5835 156 1167 136 238 4120 3326 913 814 63 666 858 101 442 6980 433 737 10709 821 5302 8309 1097
leaf_count=3996272 249333 3057 1452 2958 924 8269 2027 649 5835 156 1167 136 238 4120 3326 913 814 63 666 858 101 442 6980 433 737 10709 821 5302 8309 1097
internal_value=0 36.9091 3900 5265.96 14244.1 485.892 6781.84 21977.1 26660.9 56248.2 25666.5 83755.2 -53380.5 18117.3 26949 94727.1 104594 -65191 -1859.13 -11597.7 -7743.66 47512.8 -17174.2 56880.8 34657.4 2704.65 -2058.89 19415.4 1046.63 -7804.67
internal_weight=0 4.06883e+06 72559 70869 31357 11283 10296 20074 17116 3835 1816 2019 1690 13281 9161 1863 1727 987 39512 12608 11750 1713 10037 1612 1179 26904 20936 5968 20115 11806
internal_count=4318164 4068831 72559 70869 31357 11283 10296 20074 17116 3835 1816 2019 1690 13281 9161 1863 1727 987 39512 12608 11750 1713 10037 1612 1179 26904 20936 5968 20115 11806
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=5 5 3 1 6 1 1 0 0 0 0 1 0 0 0 0 0 0 1 1 2 5 1 0 0 0 0 3 0 0
split_gain=9.35436e+12 4.98806e+13 7.02106e+13 6.93593e+13 4.52892e+13 2.06208e+14 2.55922e+14 3.49425e+14 8.58546e+14 5.197e+14 2.90347e+14 1.7456e+14 2.50449e+14 3.29645e+14 1.71435e+14 3.22113e+14 1.67386e+14 1.78701e+14 6.06292e+14 2.52623e+14 1.62721e+14 1.57692e+14 1.45296e+14 2.11035e+14 3.47382e+14 1.83322e+14 2.29865e+14 1.70206e+14 1.61274e+14 1.42641e+14
threshold=41.995000000000012 40.005000000000003 5.5000000000000009 30.346469350000003 1.5000000000000002 37.889331900000009 37.832345550000007 55.657530000000008 55.755036050000008 55.576287050000012 55.674875350000008 37.869926150000005 55.708120100000009 55.719391050000006 55.812836050000008 55.784980300000008 55.173809400000003 55.299834250000011 38.633372000000001 56.135466100000009 8.5000000000000018 78.010000000000005 37.971176850000006 55.727011600000004 55.701368300000006 55.455204450000004 55.619594000000006 13.500000000000002 55.795550600000006 56.054485600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 16 6 -6 9 10 -8 -9 -12 -13 -14 15 -10 -2 18 21 -19 22 -18 23 24 25 -7 -27 -26 -25 -16
right_child=4 2 3 -5 5 20 7 8 14 -11 11 12 13 -15 29 -17 17 19 -20 -21 -22 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=-0.92663741351919282 1938.0034359009737 6137.6663593672247 -8776.8978458066285 1384.6159300667373 961.49795062746568 7912.7468931715839 7010.0114678938917 14064.805551875092 5340.8389335601441 -73919.919156972886 80310.645311094369 349.98857274232091 172257.5372527836 39708.226179627658 10981.210598607495 -73494.844667748199 85114.691146974466 -1781.1244233484304 -20944.423543283076 5340.7120104498817 -3077.3876823206433 265520.72155720339 -312.05683239900162 -56135.315013148662 135277.56666796876 -62368.210899937949 -8161.7688061381505 33462.079404035961 -16179.311261834633 -49263.388888096873
leaf_weight=1358793 408842 30868 7088 128401 444788 3710 3022 1707 1482 1076 2449 864 254 718 8981 797 271 313904 7997 59200 284993 59 1236458 1286 200 1080 2838 917 4710 411
leaf_count=1358793 408842 30868 7088 128401 444788 3710 3022 1707 1482 1076 2449 864 254 718 8981 797 271 313904 7997 59200 284993 59 1236458 1286 200 1080 2838 917 4710 411
internal_value=0 199.176 1833.6 853.024 -108.762 -361.713 1479.54 12068.2 18171.9 -14239.5 48941.2 62834.8 39524.1 74345.6 2374.67 -22229.2 532.277 -974.469 -15463 -651.11 -920.912 117369 -429.719 -10299.1 -391.565 -8018.42 -23103.8 51692.2 -24748.9 8344.87
internal_weight=0 1.52515e+06 166357 135489 2.79301e+06 2.00274e+06 466549 21761 17663 4098 5992 4285 1836 972 11671 2279 790273 381431 8327 373104 1.53619e+06 330 1.2512e+06 14741 8745 7628 3918 1117 5996 9392
internal_count=4318164 1525150 166357 135489 2793014 2002741 466549 21761 17663 4098 5992 4285 1836 972 11671 2279 790273 381431 8327 373104 1536192 330 1251199 14741 8745 7628 3918 1117 5996 9392
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 1 5 0 5 1 5 1 2 5 5 1 0 5 5 0 1 5 5 2 5 1 2 2 5 0
split_gain=9.80186e+12 4.80556e+13 9.20917e+13 6.68762e+13 9.3118e+13 1.01824e+14 1.14079e+14 9.38811e+13 1.34988e+14 1.14294e+14 1.22917e+14 1.21385e+14 8.43369e+13 8.09691e+13 7.55531e+13 6.87136e+13 7.56633e+13 8.39034e+13 6.81466e+13 1.26948e+14 1.52004e+14 1.0275e+14 1.93865e+14 1.90525e+14 1.02693e+14 1.11396e+14 1.01054e+14 8.31762e+13 1.3474e+14 9.8504e+13
threshold=44.982728700000003 45.03656895000001 38.891822450000006 21.500000000000004 22.500000000000004 39.080602550000002 73.010000000000005 45.022371150000005 100.05000000000001 39.021425200000003 98.020000000000024 38.950530550000003 20.500000000000004 92.035000000000011 54.410000000000004 41.900971000000006 45.029420750000007 114.05000000000001 92.035000000000011 45.013473000000012 38.975980350000007 132.05000000000004 114.05000000000001 14.500000000000002 112.04500000000002 39.016372550000007 23.500000000000004 14.500000000000002 110.05000000000001 45.022371150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 15 7 18 -7 8 14 11 -11 13 -13 -9 -5 -4 17 -17 -6 21 27 22 -20 -24 25 -22 -26 29 -29 -21
right_child=1 -3 3 4 5 6 -8 9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 20 24 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-634.54075095388043 -31057.426916016808 -19.122326303034381 4571.7755096213132 -7293.2191855743331 2046.9859894215288 -9048.2396416805132 -74609.729911261573 -23018.269072980183 -160847.5584996235 -20296.502351760006 -150259.98900413077 24275.996522312413 182393.55997767858 -176960.69574123478 -52937.558279209217 -6513.4751176858244 11748.449200504328 -85912.975630787041 57960.158892352767 236798.74875 -42662.1205628143 -111370.36221590909 34081.062402343749 413092.33159722225 -165767.30230741281 94376.002901475702 33784.398328993055 339511.52206280053 64808.772203947374 350.76072371199325
leaf_weight=230447 827 3985555 75769 738 7621 1373 329 205 83 445 87 932 35 41 713 9405 2552 135 156 20 174 22 21 36 86 90 36 26 57 148
leaf_count=230447 827 3985555 75769 738 7621 1373 329 205 83 445 87 932 35 41 713 9405 2552 135 156 20 174 22 21 36 86 90 36 26 57 148
internal_value=0 35.7725 2177.34 2448.57 -4111.46 603.146 -21721.4 -18770 -36817 -2905.27 -41549.9 14043.6 29999 -48675.3 -29722.2 3454.59 -3545.77 -7637.05 5076.99 31558.3 8383.31 94377.3 115628 273457 -31008.1 4055.42 -106883 68961.3 150860 28499.3
internal_weight=0 4.08772e+06 102162 101335 13474 10195 1702 3279 1534 1745 532 1213 967 246 1451 87861 12092 9540 8493 872 637 235 213 57 386 264 122 251 83 168
internal_count=4318164 4087717 102162 101335 13474 10195 1702 3279 1534 1745 532 1213 967 246 1451 87861 12092 9540 8493 872 637 235 213 57 386 264 122 251 83 168
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=0 0 3 0 1 1 0 1 1 3 5 0 1 1 0 5 0 5 3 1 0 0 1 5 6 0 1 0 3 0
split_gain=1.00385e+13 7.91025e+13 8.74553e+13 1.05122e+14 1.823e+14 4.05147e+14 3.4757e+14 2.69846e+14 4.00161e+14 2.45213e+14 2.57795e+14 2.75501e+14 2.34672e+14 2.38076e+14 1.99666e+14 1.7732e+14 1.4367e+14 1.40025e+14 1.2369e+14 1.87017e+14 1.20116e+14 1.95794e+14 2.24687e+14 1.15104e+14 1.14198e+14 1.10212e+14 1.51926e+14 6.70047e+14 3.32903e+14 2.7474e+14
threshold=54.978840000000005 54.944759500000011 7.5000000000000009 53.973051950000006 53.243495500000009 36.761894450000007 54.194619400000008 56.135466100000009 78.608766650000021 4.5000000000000009 52.990000000000002 54.762542150000009 52.395917250000004 37.542000650000013 54.648549400000007 65.50500000000001 54.864040150000001 89.00500000000001 5.5000000000000009 40.247294600000011 54.864040150000001 54.484631300000011 39.826386800000009 100.05000000000001 1.5000000000000002 45.112033650000008 38.950530550000003 45.254062050000009 6.5000000000000009 45.133160800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 -5 -6 -8 16 10 -10 -12 13 15 -14 -7 -9 20 -1 25 21 -15 -23 -11 -13 -20 27 28 -27 -28
right_child=-2 -3 -4 4 6 12 7 8 9 23 11 24 14 17 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=287.72799164259658 115.22318858876048 -2391.4313121829487 656.34553521861881 6663.6016473838699 -33133.158790910638 -29830.590019709547 13604.304228043808 -23310.540140154135 2076.1291039322291 -5010.2963067884984 -9584.821438477411 7526.9837445396515 -26995.476579353028 -6653.7952206887785 -83267.608632624033 -108117.01542786216 -70190.09024850656 47315.452675273089 -9780.3379604643033 6109.5805053528893 6116.8602919052964 -21736.715855843049 -84173.757265370979 -46229.996991883192 62397.356168439997 132482.3352875569 -27973.707506585921 -15442.666146417365 32188.99922921263 8611.6739537007015
leaf_weight=403878 2748505 149289 865850 10989 3002 2932 13941 2478 7817 16757 1007 465 2634 10982 829 321 888 442 38922 13343 3863 3449 692 706 2058 563 3437 2226 803 5096
leaf_count=403878 2748505 149289 865850 10989 3002 2932 13941 2478 7817 16757 1007 465 2634 10982 829 321 888 442 38922 13343 3863 3449 692 706 2058 563 3437 2226 803 5096
internal_value=0 -201.758 28.389 -952.128 -4160.25 -9447.79 -162.979 1983.22 -3051.88 759.982 12205.1 34635.1 -16219.8 -12517.8 -40466.3 -37555.7 -35678.1 -8325.47 -361.211 -4431.6 -9620.81 -13640.8 -32170.5 -6676.74 52284.5 -7186.92 1138.1 18390.9 73525.1 -6124.52
internal_weight=0 1.56966e+06 1.42037e+06 554520 86252 37133 49119 46117 32176 28810 11347 3530 26144 22681 3463 3253 3366 19428 468268 64390 18986 15123 4141 17463 2523 51047 12125 3592 1366 8533
internal_count=4318164 1569659 1420370 554520 86252 37133 49119 46117 32176 28810 11347 3530 26144 22681 3463 3253 3366 19428 468268 64390 18986 15123 4141 17463 2523 51047 12125 3592 1366 8533
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=1 1 6 1 0 3 3 0 3 0 0 5 0 0 0 0 0 5 0 1 0 0 0 5 5 5 0 0 3 0
split_gain=1.06499e+13 8.83227e+13 1.12048e+14 9.91597e+13 3.12953e+14 1.13025e+14 1.04344e+14 1.99004e+14 2.17005e+14 1.33538e+14 1.45639e+14 1.12563e+14 9.08131e+13 4.03587e+14 3.18984e+14 2.69088e+14 2.20933e+14 2.03092e+14 1.7575e+14 1.55709e+14 1.51729e+14 1.43227e+14 1.41874e+14 1.30594e+14 1.17566e+14 1.12777e+14 1.06773e+14 1.20883e+14 1.01548e+14 1.20482e+14
threshold=36.546174950000008 30.578016350000002 1.5000000000000002 35.911716050000003 55.193434200000006 8.5000000000000018 9.5000000000000018 44.580511600000001 6.5000000000000009 59.846652800000008 55.299834250000011 59.810000000000009 59.950068600000009 59.863160500000006 59.609407350000005 54.648549400000007 55.993277250000013 66.990000000000023 54.484631300000011 33.101335500000005 59.755965500000009 59.904813200000007 51.83362145000001 101.05000000000001 74.610000000000014 48.945000000000007 60.052595500000002 61.674413550000004 13.500000000000002 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 -3 10 -9 -10 13 14 15 18 25 21 22 20 -16 -15 -4 -20 26 -17 -14 -28 -27 -30
right_child=-2 2 12 4 5 -7 -8 9 11 -11 -12 -13 24 17 19 16 -18 -19 23 -21 -22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=92.204448104561166 55.860694899666001 -67238.393819444449 -640.04678694470203 -1939.327839259385 60.146427562401733 94740.829880687801 -5925.3986882346471 -6237.456468287769 106164.82286272322 -13333.726695010108 49170.717102998336 299345.39551886794 20414.478909986883 -72782.704192010788 56710.991148346096 -22806.65740461096 -8909.5884030621291 -124841.19082961312 13464.319188756348 -44286.59928628178 9241.3566203297141 -16482.711935292122 -30505.383853430714 92391.452999190602 -25556.170220348882 -56488.71844853276 -36200.445968034444 803.68638812414292 -16660.76075974368 224503.77570823391
leaf_weight=419387 3833180 45 7159 1677 159 609 8414 806 70 1492 1153 53 2608 735 1306 3148 7658 315 3765 295 1390 1173 2045 222 1734 2235 941 14274 89 27
leaf_count=419387 3833180 45 7159 1677 159 609 8414 806 70 1492 1153 53 2608 735 1306 3148 7658 315 3765 295 1390 1173 2045 222 1734 2235 941 14274 89 27
internal_value=0 -441.508 -3853.73 3912.27 22271.8 75139 181.778 14380.7 120661 9206.76 26373.9 189405 -6053.23 -9371.05 -6258.38 -9771.52 -19890.4 -50451.9 321.314 24689.2 32236.7 -38170.6 -7275.71 17859.1 -698.79 -35182.6 1719.58 -1484.9 -51753.9 39472.4
internal_weight=0 484984 65597 14478 2445 768 12033 3619 168 3451 1959 123 51119 31562 29339 26348 13157 2223 13191 2991 2696 1908 9204 3987 19557 5499 17823 15215 2351 116
internal_count=4318164 484984 65597 14478 2445 768 12033 3619 168 3451 1959 123 51119 31562 29339 26348 13157 2223 13191 2991 2696 1908 9204 3987 19557 5499 17823 15215 2351 116
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=5 0 0 0 0 4 2 2 4 1 1 2 0 4 1 3 4 1 1 3 0 1 0 3 0 2 0 2 2 3
split_gain=9.95605e+12 1.49635e+13 1.59885e+13 3.91382e+13 3.67284e+13 6.70726e+13 5.94014e+13 3.60018e+13 3.43618e+13 5.82936e+13 2.77678e+13 3.1742e+13 2.47939e+13 4.32936e+13 5.20643e+13 4.14579e+13 4.04249e+13 3.87134e+13 6.61893e+13 3.71044e+13 3.59702e+13 3.48159e+13 7.38896e+13 3.48823e+13 5.28329e+13 2.98472e+13 3.6893e+13 2.91571e+13 2.77538e+13 5.65268e+13
threshold=225.45000000000002 63.563300600000012 45.254062050000009 54.990279300000005 54.811549550000009 4.5000000000000009 5.5000000000000009 12.500000000000002 4.5000000000000009 82.975438000000011 39.718803500000007 1.5000000000000002 45.040161900000008 3.5000000000000004 37.998366300000008 9.5000000000000018 3.5000000000000004 43.048525950000005 43.808567100000012 9.5000000000000018 44.039893800000009 45.148007750000012 43.592450450000008 3.5000000000000004 45.022371150000005 10.500000000000002 43.056445700000005 3.5000000000000004 2.5000000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 10 -7 -8 9 -6 11 -4 13 17 -15 27 -17 20 -19 21 -2 22 -16 -24 -25 26 -21 -14 -22 -30
right_child=1 -3 3 -5 8 6 7 -9 -10 -11 -12 -13 15 14 19 16 -18 18 -20 25 28 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-4.7727198928486283 -83191.603328804355 87089.5299893466 17492.321540178571 7800.6852997402984 -137343.04893973214 7416.56862519677 207782.75823317308 36027.588026494566 -152267.99930555557 56240.217767857146 -19596.339671902126 -104422.82414171007 45010.994677734379 137710.43625 77487.636458333334 -72404.284111752728 43503.3123204023 195474.67149784486 34792.098744167139 179734.043125 -42748.023521752453 -117504.65973152281 757.23843750000003 -203613.75910714286 -10977.269489542645 -19226.362910156251 -5972.47316576087 144820.90240885419 150713.57187499999 -5693.8906989602483
leaf_weight=4313902 46 22 28 2275 28 268 26 23 36 35 360 90 75 20 45 46 87 29 221 20 51 63 35 35 24 100 23 48 35 68
leaf_count=4313902 46 22 28 2275 28 268 26 23 36 35 360 90 75 20 45 46 87 29 221 20 51 63 35 35 24 100 23 48 35 68
internal_value=0 4830.84 4404.02 834.14 -16893.9 -9741.29 25926.3 127163 -74331.8 -29796.8 -33395.3 -75493.8 14967 6439.57 -19151.8 42114.9 3414.97 27197 53431.3 -28245.2 -5595.86 -55838 -27888.4 -78334.4 -125253 10732 80402.7 83961.2 17582.1 47454.3
internal_weight=0 4262 4240 3169 894 795 317 49 99 63 478 118 1071 815 365 256 133 450 250 345 200 202 139 94 59 143 43 123 154 103
internal_count=4318164 4262 4240 3169 894 795 317 49 99 63 478 118 1071 815 365 256 133 450 250 345 200 202 139 94 59 143 43 123 154 103
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=0 4 3 1 1 1 5 1 1 5 5 0 0 1 1 5 3 3 6 3 3 1 5 1 1 5 5 2 2 1
split_gain=9.87918e+12 4.62851e+13 4.06236e+13 4.91327e+13 1.15903e+14 1.15622e+14 4.22904e+13 4.10382e+13 4.21301e+13 5.78914e+13 1.69036e+14 3.93801e+13 3.8664e+13 2.27981e+14 2.21935e+14 2.15534e+14 1.93567e+14 1.84514e+14 4.04331e+14 1.7801e+14 1.69561e+14 1.13499e+14 1.13371e+14 9.32781e+13 1.83269e+14 9.92707e+13 8.84479e+13 8.47059e+13 1.04269e+14 6.84886e+13
threshold=60.693675950000006 2.5000000000000004 5.5000000000000009 65.659480050000013 78.608766650000021 59.76223980000001 70.50500000000001 86.067573200000012 114.17164950000002 91.050000000000011 92.035000000000011 61.785186750000001 60.063729500000008 30.207352000000004 30.410108300000001 107.05000000000001 22.500000000000004 5.5000000000000009 1.5000000000000002 4.5000000000000009 7.5000000000000009 30.259484550000003 64.020000000000024 61.880021000000006 33.101335500000005 47.815000000000005 60.005000000000003 12.500000000000002 14.500000000000002 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 5 6 -3 -5 -4 -9 11 -11 -10 -1 15 16 17 29 18 19 -14 -19 26 -22 24 25 -16 -18 -24 -29 -15
right_child=1 2 7 4 -6 -7 -8 8 9 10 -12 -13 13 14 23 -17 21 20 -20 -21 22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.13796594511296942 -527.66689954845879 2165.2846959632598 14066.717472488981 25963.164083974149 1895.9816914845662 -36998.634818647472 88679.047393451474 -26513.814891007369 -57029.655529785159 -223236.02271959462 28345.431620279953 48600.29159537761 -69777.958681303877 -30625.964393189483 3993.0493486467635 219814.32624699522 -11574.123266845703 131473.48042582418 -19869.382520766147 206521.49967995012 10050.913166171938 -4369.5097569808313 57105.804614573863 133297.84062500001 -64975.342406939824 45167.518004230158 -99477.825482518281 353554.33451086958 58525.757046874998 -64030.418196186278
leaf_weight=4243385 41960 7504 6502 191 1328 838 246 544 40 37 96 300 29 2309 1750 52 225 182 1720 119 934 5207 309 62 298 880 233 23 25 836
leaf_count=4243385 41960 7504 6502 191 1328 838 246 544 40 37 96 300 29 2309 1750 52 225 182 1720 119 934 5207 309 62 298 880 233 23 25 836
internal_value=0 1278.71 5578.91 1438.14 16596 -1768.95 61267.8 11144.9 -7535.09 14292.5 -41643.4 36173.2 -17.8917 -5053.54 -11622.2 17790.7 -19611.7 14646.4 -6222.08 152382 41110.9 -8567.44 28371.9 11918.8 9348.57 17770.1 -56293.7 76304.2 199894 -39505.5
internal_weight=0 59586 17626 10107 1765 8342 437 7519 1017 473 133 340 4.25858e+06 15193 11800 3393 8810 3341 1868 148 1473 5665 1291 2990 2928 2630 458 357 48 3145
internal_count=4318164 59586 17626 10107 1765 8342 437 7519 1017 473 133 340 4258578 15193 11800 3393 8810 3341 1868 148 1473 5665 1291 2990 2928 2630 458 357 48 3145
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=3 2 0 5 6 0 5 0 5 3 1 1 5 5 0 1 5 5 0 1 5 6 1 0 1 5 0 0 0 1
split_gain=9.64138e+12 5.04165e+13 1.10413e+14 1.05764e+14 1.34066e+14 8.22048e+13 1.08658e+14 8.7862e+13 7.85272e+13 7.40498e+13 1.20694e+14 1.14401e+14 1.33444e+14 1.22449e+14 1.14232e+14 2.26492e+14 2.4505e+14 1.70767e+14 3.24751e+14 6.5995e+14 1.07034e+14 1.17218e+14 1.05658e+14 1.2327e+14 1.18222e+14 1.0124e+14 1.33384e+14 9.69207e+13 1.53017e+14 1.00561e+14
threshold=10.500000000000002 9.5000000000000018 55.645049100000001 62.015000000000008 1.5000000000000002 54.942865800000007 132.05000000000004 45.059881250000011 85.91500000000002 9.5000000000000018 82.95335685000002 65.551978750000004 177.02500000000003 97.050000000000011 55.061033200000004 65.610478850000007 89.00500000000001 82.00500000000001 55.055104550000003 82.902675200000019 118.33500000000002 1.5000000000000002 60.695889550000011 55.110554300000004 61.284352600000013 79.010000000000005 60.017447350000005 55.034903650000011 55.141517900000004 82.957885500000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 -5 6 -6 -8 -7 -1 11 13 14 22 17 -16 -17 -13 20 -20 21 -19 25 -24 -25 -11 -27 29 -29 -12
right_child=-2 2 -4 4 5 8 7 -9 -10 10 27 12 -14 -15 15 16 -18 18 19 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-121.60224098890288 -191.92387479518823 -1345.8503277921193 6064.3445011471404 -2481.1819612090849 -9442.4076817410096 -17206.925655636674 -18077.382016059029 162049.69010225183 -40844.797094276953 2761.5320485358438 -14126.442105678219 9970.9162341839983 147189.91450407609 -8348.8762608703382 19200.743894201481 -3151.4454149244416 -69882.242748270961 -9621.3151363899415 638838.21620370378 -11385.555693095441 -11514.315597646653 60749.260622169139 -24425.832779928682 -10926.53068782477 2250.435372571917 11988.203444626219 -51724.189980760268 22125.348243658689 1525.3780764054147 -125.0957028918077
leaf_weight=1938223 1629650 45815 12988 11022 3231 3982 45 68 2172 160227 5199 16046 69 10938 4894 9537 584 297 27 37 407 1166 2327 8800 30090 17178 335 4966 13165 384679
leaf_count=1938223 1629650 45815 12988 11022 3231 3982 45 68 2172 160227 5199 16046 69 10938 4894 9537 584 297 27 37 407 1166 2327 8800 30090 17178 335 4966 13165 384679
internal_value=0 116.335 -2367.28 -4018.14 -9984.55 -18691.9 -6071.33 90317.7 -25549.7 191.84 1097.28 2767.92 8267.86 1976.91 7977.34 1538.59 -7001.93 13354.3 41425.6 262928 33844.8 46463.5 2492.73 -2068.97 -731.239 3550.57 10769.5 20.5658 7167.62 -311.803
internal_weight=0 2.68851e+06 79323 66335 20520 9498 3344 113 6154 2.60919e+06 670968 262959 33064 229895 32995 15015 10121 17980 1934 64 1870 1463 218957 41217 38890 177740 17513 408009 18131 389878
internal_count=4318164 2688514 79323 66335 20520 9498 3344 113 6154 2609191 670968 262959 33064 229895 32995 15015 10121 17980 1934 64 1870 1463 218957 41217 38890 177740 17513 408009 18131 389878
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=1 1 6 3 3 3 5 5 0 0 5 3 2 3 0 1 3 0 0 5 3 5 4 5 0 2 5 4 3 0
split_gain=9.18067e+12 7.42378e+13 1.12121e+14 1.641e+14 1.59136e+14 3.36421e+14 1.52816e+14 2.64148e+14 1.89169e+14 3.36418e+14 2.2344e+14 1.39338e+14 3.29406e+14 1.93963e+14 4.22414e+14 3.87137e+14 3.74716e+14 7.468e+14 3.05786e+14 2.03505e+14 1.9571e+14 1.93906e+14 1.79776e+14 3.21907e+14 2.4117e+14 2.1597e+14 2.10739e+14 2.10024e+14 1.70291e+14 2.43402e+14
threshold=30.305955500000003 30.346469350000003 1.5000000000000002 4.5000000000000009 13.500000000000002 20.500000000000004 96.015000000000015 67.00500000000001 59.950068600000009 59.916647550000008 80.00500000000001 13.500000000000002 3.5000000000000004 16.500000000000004 60.035045000000004 30.315880100000005 15.500000000000002 59.932719750000011 59.904813200000007 39.025000000000013 23.500000000000004 62.385000000000012 2.5000000000000004 64.805000000000021 59.904813200000007 16.500000000000004 84.030000000000015 1.5000000000000002 14.500000000000002 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6 9 10 -9 12 -5 14 16 20 21 18 -18 -19 -15 -13 23 27 -24 -25 -26 -17 29 -23
right_child=1 -3 4 11 5 -7 -8 8 -10 -11 -12 13 -14 15 -16 22 17 19 -20 -21 -22 28 24 25 26 -27 -28 -29 -30 -31
leaf_value=-713.68292794812226 -49707.019503876661 -29.640872162718679 1373.4775998349569 -12405.97361703939 24102.744509420514 388.83389971542761 -14748.120735224311 120612.60802780332 119225.59470674029 -96939.020140827881 18070.857102251841 872.92876386254397 15207.248741047402 30607.487766566104 272407.70437500003 -3834.2640642016117 9299.1652120489816 -38317.509737153014 253907.08094879519 -128843.30424969991 -1049.9553006849137 9600.5140634520812 -3552.4611167952862 22109.214832514132 -129580.94665733114 136687.99483105468 -15977.220936748799 -44049.564843909575 9094.7994670600092 -88951.718028108531
leaf_weight=173023 660 4064974 19438 6251 5167 7656 683 425 537 142 425 4866 13986 4696 50 4437 133 367 83 768 3343 359 676 927 439 200 260 1836 527 830
leaf_count=173023 660 4064974 19438 6251 5167 7656 683 425 537 142 425 4866 13986 4696 50 4437 133 367 83 768 3343 359 676 927 439 200 260 1836 527 830
internal_value=0 29.79 3043.31 -204.99 7348.93 15074.3 30311 34907.1 71418.8 45539.4 69341.7 520.491 6677.81 -4504.54 -17340 1589.53 -19166.2 -67137.8 103292 -99572 17442.8 -9319.77 -12934.1 -6764.16 -46139.3 42442.6 -87324.9 -15604.6 -38222.8 -59195.4
internal_weight=0 4.14514e+06 80167 45694 34473 15035 7379 6696 1529 992 850 45034 20237 24797 7983 16814 7933 1351 216 1135 8039 6582 8775 7400 1375 1127 699 6273 1716 1189
internal_count=4318164 4145141 80167 45694 34473 15035 7379 6696 1529 992 850 45034 20237 24797 7983 16814 7933 1351 216 1135 8039 6582 8775 7400 1375 1127 699 6273 1716 1189
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 1 1 5 5 5 1 0 3 5 0 2 3 1 3 3 6 0 1 1 3 1 1 0 2 5
split_gain=1.01131e+13 1.72931e+14 2.45298e+14 1.67453e+14 1.55079e+14 1.44025e+14 1.23719e+14 1.20921e+14 1.06922e+14 1.01031e+14 9.87225e+13 9.15467e+13 8.03154e+13 1.25183e+14 2.27716e+14 1.60924e+14 1.27744e+14 8.43099e+13 7.71279e+13 7.17803e+13 1.20743e+14 9.66044e+13 3.03706e+14 2.37365e+14 1.17466e+14 1.11711e+14 7.10001e+13 1.00879e+14 6.8969e+13 8.4352e+13
threshold=56.895161300000005 57.057093650000006 60.837513500000007 12.500000000000002 56.819808050000006 53.140944450000006 61.42204370000001 78.710000000000022 93.00500000000001 62.995000000000012 59.76223980000001 56.876792350000009 13.500000000000002 96.015000000000015 56.831297550000009 5.5000000000000009 5.5000000000000009 60.528664650000003 5.5000000000000009 11.500000000000002 1.5000000000000002 56.831297550000009 60.648383500000008 60.58031445000001 12.500000000000002 60.628582700000003 60.58031445000001 56.911498950000002 9.5000000000000018 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 -1 9 8 -5 19 -6 -2 12 13 14 15 17 -15 -10 -4 20 -7 22 23 -21 -25 -26 27 -9 29 -14
right_child=1 -3 18 7 5 6 -8 26 11 -11 -12 -13 28 16 -16 -17 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-40.732970127185176 -15522.138337259559 -17.263732151758667 -26099.628766311933 -14426.76514108475 -1924.4554681400068 30168.824176997117 -44558.135099660467 -139982.00752005348 268670.40040322579 -26362.233655841483 2297.9727909128619 -29652.661445271471 6820.4223395745321 -39172.108486367033 38683.73368206116 443729.56918359373 37241.766882173783 45101.209068834462 -64118.193859367486 7585.1484100391381 5927.4017880725269 -1399.2229735654989 -31539.515971189714 -13955.687239004998 89836.985680494618 28061.982604181365 -20439.038358005651 -37813.031322509771 27558.724116719412 -58524.4511032296
leaf_weight=3465455 3740 722972 2112 5721 6684 2145 497 187 31 2265 18421 357 1139 251 209 25 1704 37 714 2460 48799 27564 1156 197 863 443 271 200 1306 239
leaf_count=3465455 3740 722972 2112 5721 6684 2145 497 187 31 2265 18421 357 1139 251 209 25 1704 37 714 2460 48799 27564 1156 197 863 443 271 200 1306 239
internal_value=0 -332.635 -7601.81 -4819.05 70.4074 3985.71 5196.16 -19096.1 5474.24 -8109.68 -709.437 19250.7 22784.1 36687.4 96608.2 226782 27431.1 147022 -35705.2 4601.46 6948.09 943.705 13559.5 26714.9 58025 68882.7 -59693.3 -87181.5 11092.7 -4512.98
internal_weight=0 754338 31366 28540 3.56383e+06 98371 89422 6379 88925 8949 22161 5298 4941 2257 302 93 1955 68 2826 83627 50944 32683 5119 3963 1503 1306 658 387 2684 1378
internal_count=4318164 754338 31366 28540 3563826 98371 89422 6379 88925 8949 22161 5298 4941 2257 302 93 1955 68 2826 83627 50944 32683 5119 3963 1503 1306 658 387 2684 1378
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=3 0 5 4 5 1 5 5 4 6 1 0 4 1 5 1 5 1 0 5 1 1 1 1 5 5 1 5 5 5
split_gain=9.38109e+12 2.48725e+13 2.98661e+13 2.69114e+13 3.26817e+13 3.85089e+13 2.95329e+13 4.96196e+13 4.00749e+13 3.05632e+13 2.95373e+13 2.53261e+13 3.57014e+13 2.4366e+13 4.59743e+13 4.54641e+13 4.46568e+13 4.44152e+13 2.2379e+13 3.61089e+13 9.2318e+13 2.96029e+13 2.47228e+13 2.18187e+13 3.7743e+13 4.33061e+13 4.51266e+13 3.61178e+13 3.0398e+13 2.61541e+13
threshold=2.5000000000000004 61.785186750000001 74.610000000000014 3.5000000000000004 225.45000000000002 82.911991800000024 59.810000000000009 43.005000000000003 2.5000000000000004 1.5000000000000002 37.342273500000012 55.518428350000008 4.5000000000000009 28.619594500000002 84.030000000000015 30.259484550000003 81.00500000000001 30.305955500000003 43.592450450000008 94.040000000000006 43.574807850000006 43.048525950000005 46.037218400000008 40.247294600000011 132.05000000000004 118.33500000000002 38.984911950000004 177.02500000000003 110.05000000000001 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 18 11 7 -1 9 10 -8 12 -6 14 -10 16 -15 -17 19 21 -21 -5 -22 24 25 28 -27 29 -20 -25
right_child=-2 2 -4 4 5 -7 8 -9 13 -11 -12 -13 -14 15 -16 17 -18 -19 23 20 22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-438.56709743340275 -24.167816276468177 -5818.7425703899817 -48867.595054165155 118570.38174579327 -79458.82547554349 -171672.94859375001 -93375.921875 4426.7216215525432 11210.759910999644 -13404.583487452637 33459.64678911482 -113173.37406250002 80924.323458949511 -29589.513360126202 162560.54399038464 115705.14962121211 -173927.56656539353 -426.11613061483649 19085.36272183877 -218472.64733796299 42757.060305851068 -7965.0172851562502 -54827.291989661906 -4876.7046176486547 56504.530422911354 -36377.305587199975 58461.14310420867 -77631.366947115384 90777.983149571577 19696.137503084654
leaf_weight=48858 4205107 2557 172 26 23 20 20 36714 88 3953 224 20 35 104 26 33 27 16259 1283 27 47 64 58 900 245 263 62 52 62 835
leaf_count=48858 4205107 2557 172 26 23 20 20 36714 88 3953 224 20 35 104 26 33 27 16259 1283 27 47 64 58 900 245 263 62 52 62 835
internal_value=0 898.912 -8531.97 1132.19 9161.59 -47878.9 828.402 1648.85 -2557.69 -11284.5 23063.3 -16136.8 17324.1 -342.879 45729.1 -662.687 -59338.6 -190.888 10586.1 -20252.7 -53554.3 28589.7 -11146.7 12435.5 19851.6 14474.3 -18285 4488.2 22390.2 6949.42
internal_weight=0 113057 2729 110328 4022 98 106306 85572 20734 4197 244 78 58 16537 114 16423 131 16292 3924 222 132 90 105 3702 1915 1670 325 1787 1345 1735
internal_count=4318164 113057 2729 110328 4022 98 106306 85572 20734 4197 244 78 58 16537 114 16423 131 16292 3924 222 132 90 105 3702 1915 1670 325 1787 1345 1735
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=5 5 1 0 1 1 0 1 0 0 6 5 0 0 4 6 1 1 1 3 2 0 0 0 1 1 1 0 0 1
split_gain=8.94193e+12 5.1477e+13 7.37228e+13 7.61069e+13 7.36698e+13 5.65918e+13 5.70508e+13 8.93179e+13 5.42277e+13 6.77196e+13 4.76375e+13 7.38453e+13 5.19438e+13 8.9127e+13 5.94556e+13 4.53995e+13 1.82596e+14 1.67142e+14 1.98578e+14 1.83076e+14 1.50213e+14 1.80402e+14 1.47387e+14 3.43718e+14 2.88583e+14 2.45308e+14 2.4202e+14 2.19633e+14 2.83216e+14 5.69318e+14
threshold=42.005000000000003 45.610000000000007 37.944765900000007 55.455204450000004 37.889331900000009 39.041623000000008 55.701368300000006 38.911476500000006 44.580511600000001 44.678200800000006 1.5000000000000002 43.405000000000008 56.281985950000006 57.581016350000006 1.5000000000000002 1.5000000000000002 37.889331900000009 57.550671000000001 60.479177250000006 9.5000000000000018 12.500000000000002 44.580511600000001 55.017213950000006 55.025681450000008 65.659480050000013 83.006817700000013 82.962740850000003 54.811549550000009 54.864040150000001 83.093115700000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -4 -10 11 -7 -12 14 -14 16 20 -17 19 -19 -3 -22 24 26 -20 -26 -24 -27 29 -29
right_child=1 15 5 -5 -6 10 7 -9 9 -11 12 -13 13 -15 -16 17 -18 18 22 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=187.48038739110083 6391.820884118807 -3174.0319694555742 -24799.476241810931 -134.79895252881889 69818.623607474656 -9209.9168292148734 -8239.6365565508349 -36686.898061807347 43771.767965804815 -2823.7145393356309 167.96554843184995 -485.2700428896419 924.93810499712663 2862.2149773363908 -8229.1973893736667 479.68720959446301 1850.5484969452627 -7860.1199697300444 -51468.179699851775 -38604.946005516736 236290.23740530305 2419.4507838361114 32507.34062896558 -660.98527604206947 -6460.8098560825401 -1590.0906620053215 5509.1471809612758 -1602.3741772831652 6877.8608933606592 116562.86062947287
leaf_weight=1600872 18054 165337 1115 78616 185 18301 10454 1234 315 31779 153537 20645 9358 15977 29341 1095642 477236 21765 1244 2126 33 63694 5153 298109 102247 70851 9336 922 13955 731
leaf_count=1600872 18054 165337 1115 78616 185 18301 10454 1234 315 31779 153537 20645 9358 15977 29341 1095642 477236 21765 1244 2126 33 63694 5153 298109 102247 70851 9336 922 13955 731
internal_value=0 -110.453 -1175.43 1215.39 7035.17 -1968.3 -5234.36 -11243.1 -3119.58 -2366.38 -1375.02 -4585.04 -774.586 -3421.39 -6015.59 67.4313 736.607 -223.947 -1688.37 -10596 -1584.2 2540.56 -1264.91 70.0518 -3461.83 -3145.35 15111 775.525 11514 50653.4
internal_weight=0 2.71729e+06 388911 96855 18239 292056 44897 11688 33209 32094 247159 38946 208213 54676 38699 2.32838e+06 706300 1.62208e+06 526439 23891 229064 63727 502548 312598 189950 188706 14489 86459 15608 1653
internal_count=4318164 2717292 388911 96855 18239 292056 44897 11688 33209 32094 247159 38946 208213 54676 38699 2328381 706300 1622081 526439 23891 229064 63727 502548 312598 189950 188706 14489 86459 15608 1653
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=5 5 0 5 5 0 0 3 3 1 1 1 1 1 2 1 1 0 1 0 6 1 5 3 6 4 0 0 1 3
split_gain=9.82233e+12 5.33293e+13 2.01562e+14 1.97092e+14 1.42804e+14 1.7696e+14 1.31258e+14 1.34772e+14 1.28947e+14 1.06527e+14 1.04816e+14 1.07088e+14 8.92815e+13 1.12715e+14 7.83256e+13 8.77513e+13 7.65992e+13 7.40982e+13 1.46263e+14 7.70032e+13 7.02096e+13 6.36975e+13 5.85548e+13 5.57134e+13 5.40165e+13 5.32152e+13 1.21321e+14 7.77667e+13 5.10008e+13 5.09558e+13
threshold=64.020000000000024 58.040000000000006 55.299834250000011 59.245000000000012 61.020000000000003 55.050600750000008 54.762542150000009 21.500000000000004 25.500000000000004 38.975980350000007 20.507360500000004 37.436176200000013 82.926290250000008 82.957885500000017 1.5000000000000002 82.958618050000013 38.984911950000004 54.943968150000011 82.966612450000014 54.940316550000006 1.5000000000000002 83.140147550000009 62.385000000000012 8.5000000000000018 1.5000000000000002 1.5000000000000002 54.648549400000007 54.725565150000001 82.991167100000027 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 9 10 -5 25 -8 -12 -7 -14 20 -16 29 18 -17 -20 -13 22 28 -15 -10 26 -6 -28 -19 -11
right_child=-2 2 -4 4 6 12 7 -9 24 16 11 14 13 23 15 17 -18 21 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-83.10954569279653 -284.4688073969499 3526.7540380343112 3453.1860945747703 -3518.9769179016421 -8676.8386778352415 -11774.952161309327 74537.623381696438 20502.709560149298 -72713.179686864227 27578.765865867987 -44228.171891106758 9001.2681495436427 -50054.130146787727 -30590.809993295054 257.35426641603959 -12701.292455583231 4843.5729540507782 -3880.1938114962004 10874.904693827581 55236.785224022373 -4476.319244823123 -70557.71345920139 -12326.17482735667 8865.4518343480795 -6937.1351000316718 -5550.5606002560316 102144.84153754859 -67581.25100806453 31394.654213297676 109296.38861736919
leaf_weight=2885679 947470 79864 202978 66352 426 6491 168 2264 384 677 673 7461 1670 753 14265 2641 46104 1721 1362 549 8020 180 23789 682 185 14492 209 31 538 86
leaf_count=2885679 947470 79864 202978 66352 426 6491 168 2264 384 677 673 7461 1670 753 14265 2641 46104 1721 1362 549 8020 180 23789 682 185 14492 209 31 538 86
internal_value=0 79.9615 1050.18 -679.229 -2340.71 -5746.52 -266.774 -3457.72 -3925.47 3006.8 -4341.69 -4558.22 -18446.3 -32392.6 -4117.13 -6226.03 5363.65 -9230.76 2546.68 23619.4 2019.14 -11274.8 -10865.1 -11838.8 -51327.3 -4280.37 23358.7 80221.9 4520.81 36789.4
internal_weight=0 3.37069e+06 485015 282037 202173 76517 125656 63631 66921 62025 61367 61199 9596 3105 60526 45045 46867 30780 4552 1911 15481 26228 26048 1435 569 15158 666 240 2259 763
internal_count=4318164 3370694 485015 282037 202173 76517 125656 63631 66921 62025 61367 61199 9596 3105 60526 45045 46867 30780 4552 1911 15481 26228 26048 1435 569 15158 666 240 2259 763
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=1 1 5 6 3 0 0 1 5 3 5 5 5 4 2 0 1 5 5 5 1 0 0 5 1 3 0 0 0 3
split_gain=9.80951e+12 1.18374e+14 1.59599e+14 1.65593e+14 1.936e+14 2.40815e+14 1.39739e+14 3.42992e+14 2.19863e+14 1.73438e+14 1.32468e+14 1.24543e+14 1.0973e+14 9.23035e+13 9.22932e+13 9.1201e+13 1.63233e+14 1.86135e+14 1.10316e+14 2.18569e+14 9.00716e+13 2.96281e+14 1.49237e+14 1.07031e+14 8.9037e+13 1.51337e+14 1.36973e+14 1.41359e+14 8.72647e+13 8.68654e+13
threshold=43.574807850000006 44.005491150000005 37.305000000000007 1.5000000000000002 24.500000000000004 56.320495600000008 56.338501050000012 43.868031300000006 101.05000000000001 18.500000000000004 86.810000000000016 84.030000000000015 83.010000000000005 1.5000000000000002 4.5000000000000009 56.281985950000006 43.94115175000001 90.015000000000015 116.06000000000002 120.05000000000001 42.09605220000001 44.226894250000008 43.642715500000008 110.05000000000001 43.94115175000001 8.5000000000000018 56.320495600000008 56.281985950000006 43.514103700000014 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 10 6 12 15 8 9 -8 24 -7 -6 -12 -9 -5 17 -17 -18 -20 -1 22 23 28 -4 -26 27 -27 -22 -19
right_child=1 -3 3 4 5 11 7 14 -10 -11 13 -13 -14 -15 -16 16 18 29 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-69.495683231993993 -4246.4046905127389 19.190122355240028 -6926.1607557588522 10391.616982363306 107534.33614138537 -64332.989566940203 2393.8212161839706 24956.900250463183 189160.03928022541 -112997.72127182905 130083.53465647978 117079.49702524039 301027.52992424247 -36619.741953715828 62602.64830196691 -9721.6628245159191 6898.2370881394663 -172791.41844012923 214836.87428209462 27897.326185653234 -12248.702056659327 -16374.348032276528 5216.3699720852746 -127190.6331911671 87360.392953615097 -1412.836501173899 -24834.750554119437 73636.352853441771 -94098.017997432267 7435.3959255642367
leaf_weight=2109152 16346 2109068 5086 22197 262 139 3084 1031 61 136 34 52 33 1438 1768 5648 5928 104 74 404 1462 14062 18260 98 271 579 765 443 143 36
leaf_count=2109152 16346 2109068 5086 22197 262 139 3084 1031 61 136 34 52 33 1438 1768 5648 5928 104 74 404 1462 14062 18260 98 271 579 765 443 143 36
internal_value=0 149.615 4322.53 7148.02 9798.88 72538.6 9045.46 23020.7 1083.09 -2479.86 -5453.09 -14943.2 129179 -32769.3 48736 6574.78 -373.084 -12545 10624.6 56837.8 -151.836 -5255.94 2575.9 -25735.9 175.322 17725.4 7165.24 31118.3 -19541.2 -126447
internal_weight=0 2.17499e+06 65919 49573 40957 486 40471 6080 3281 3220 8616 191 295 1472 2799 34391 12194 5788 6406 478 2.14318e+06 34025 19963 1703 7144 2058 1787 1022 1605 140
internal_count=4318164 2174987 65919 49573 40957 486 40471 6080 3281 3220 8616 191 295 1472 2799 34391 12194 5788 6406 478 2143177 34025 19963 1703 7144 2058 1787 1022 1605 140
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=3 1 3 0 5 0 0 2 1 0 5 3 0 5 0 0 1 4 0 1 3 5 6 3 5 5 0 0 2 0
split_gain=9.90279e+12 4.97628e+13 1.35517e+14 1.01762e+14 1.37526e+14 9.85671e+13 1.39739e+14 1.45453e+14 9.66589e+13 7.9032e+14 2.34155e+14 1.67428e+14 1.19072e+14 1.12204e+14 1.01616e+14 9.41471e+13 8.9095e+13 1.01424e+14 8.75806e+13 9.02907e+13 1.74485e+14 2.79309e+14 1.70349e+14 1.0761e+14 9.82453e+13 8.82343e+13 1.05453e+14 2.64779e+14 1.23859e+14 8.21488e+13
threshold=10.500000000000002 37.944765900000007 14.500000000000002 55.030402950000003 90.015000000000015 57.147575200000006 57.178027650000011 3.5000000000000004 37.914142000000005 55.769960200000007 24.010000000000002 23.500000000000004 55.708120100000009 94.040000000000006 55.628356700000005 50.973130900000008 82.91993380000001 3.5000000000000004 55.017766000000002 38.096381250000007 11.500000000000002 85.91500000000002 1.5000000000000002 12.500000000000002 71.715000000000018 92.035000000000011 54.990279300000005 54.736324100000012 10.500000000000002 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 18 -5 16 7 -7 -2 10 -10 12 15 29 -13 -12 17 -6 19 20 -3 22 -22 -23 -21 -26 27 -27 -29 -11
right_child=1 2 -4 4 5 6 -8 -9 9 13 11 14 -14 -15 -16 -17 -18 -19 -20 24 21 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=117.90176599959028 287.59843028580059 -37905.348884478954 -111.97553609847228 -6772.7743753263267 6335.7367291276951 204254.0646409255 4698.4943306687455 52673.390481712704 -14641.502746842814 1890.8024021121973 187648.73426846592 103474.80119023772 91057.074971297567 -116768.141452763 7293.1484822530256 40515.229792899641 31096.833155457629 -24687.851278312191 16993.163245494114 468.71688611838147 -122193.74899553572 122889.41045673078 51246.450458940781 362647.81644965283 -13491.720933386385 -1659.6990995311801 -31063.268091056321 107292.24119795854 19367.865097720711 -25261.136134997218
leaf_weight=2688514 677462 279 773521 80874 3907 78 563 336 983 1571 44 117 575 116 1796 3748 957 1443 2723 55155 63 39 560 36 11293 6004 931 340 303 3833
leaf_count=2688514 677462 279 773521 80874 3907 78 563 336 983 1571 44 117 575 116 1796 3748 957 1443 2723 55155 63 39 560 36 11293 6004 931 340 303 3833
internal_value=0 -194.508 -668.183 -3261.79 -5587.44 7573.33 37129.3 81232.1 450.151 9064.95 30741.8 37845.6 48652.5 -19456.6 13175.7 42222.5 2994.9 -2031.93 -624.016 -1263.61 28937.8 55655.9 33707.6 237973 -1662.21 -7890.36 456.992 4871.82 65859.8 -17367.8
internal_weight=0 1.62965e+06 939405 165884 88158 7284 977 414 690245 12783 7263 6280 4367 5520 1913 3792 6307 5350 77726 75003 977 698 623 75 74026 18871 7578 6647 643 5404
internal_count=4318164 1629650 939405 165884 88158 7284 977 414 690245 12783 7263 6280 4367 5520 1913 3792 6307 5350 77726 75003 977 698 623 75 74026 18871 7578 6647 643 5404
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=1 1 0 5 4 3 0 5 5 3 0 3 1 3 0 3 1 0 5 0 0 0 6 0 6 3 5 1 0 6
split_gain=1.02455e+13 1.63057e+14 1.53539e+14 1.32503e+14 1.32137e+14 2.27994e+14 1.21955e+14 1.20503e+14 9.55684e+13 1.20955e+14 9.09381e+13 8.28947e+13 1.35715e+14 1.88995e+14 1.80985e+14 2.05691e+14 1.36167e+14 1.55665e+14 1.19383e+14 1.09986e+14 1.84089e+14 3.83921e+14 1.60915e+14 1.05899e+14 9.58086e+13 9.30585e+13 8.21067e+13 7.67606e+13 8.40933e+13 7.67269e+13
threshold=49.073956850000009 49.201680550000006 57.945214300000011 63.145000000000003 2.5000000000000004 4.5000000000000009 55.784980300000008 77.715000000000018 76.00500000000001 6.5000000000000009 55.801980100000009 5.5000000000000009 49.111504200000006 8.5000000000000018 55.806974650000008 16.500000000000004 49.148175700000003 55.784980300000008 55.405000000000008 55.755036050000008 55.801980100000009 55.793358600000012 1.5000000000000002 55.762622900000004 1.5000000000000002 6.5000000000000009 83.010000000000005 49.177301950000007 55.801980100000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 26 -7 29 27 10 -10 24 14 16 -13 -16 17 25 -17 -15 21 22 23 -21 -2 -14 -5 -8 -29 -6
right_child=1 -3 -4 4 7 6 8 -9 9 -11 -12 12 13 19 15 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-137.31565124804283 -32131.615338755797 -15.69944949607617 69311.060342757424 109942.41825548536 -20718.465346139154 4076.486442437199 54763.028050629924 14131.880952062822 164684.15488281252 -4472.3163785468578 -8307.3461415816328 -12352.62801459476 85745.500911458337 -3009.1743686981122 5899.205050771383 53701.643451026503 8854.1386533717105 25770.449879825188 189430.77353277442 38086.929276134899 340.97913083864444 52048.872577192924 20605.170530381627 -16387.297725805362 -1955.6923782446099 216686.95109442354 295396.13798828126 36505.752420683442 -52019.99340885417 3495.9970532802504
leaf_weight=2406059 1129 1835629 366 94 2002 2442 1778 7856 80 913 49 8621 102 7702 3699 309 285 161 82 412 8575 2765 4474 2667 15460 116 32 377 150 3778
leaf_count=2406059 1129 1835629 366 94 2002 2442 1778 7856 80 913 49 8621 102 7702 3699 309 285 161 82 412 8575 2765 4474 2667 15460 116 32 377 150 3778
internal_value=0 172.788 4697 4386.28 11483 23965.3 21068.8 6068.46 33466.6 8334.4 98974.2 1933.13 4399.48 8378.55 -4133.72 13190.3 61075.6 100345 82166.6 7062.86 11168.9 20167.6 8496.55 -9098.12 -4009.38 155421 157042 44827.9 11308.7 -4891.09
internal_weight=0 1.9121e+06 76476 76110 19551 5915 5789 13636 3347 1042 129 56559 39970 27259 12711 4090 664 379 391 26595 18893 10318 7553 3079 16589 218 126 2305 527 5780
internal_count=4318164 1912105 76476 76110 19551 5915 5789 13636 3347 1042 129 56559 39970 27259 12711 4090 664 379 391 26595 18893 10318 7553 3079 16589 218 126 2305 527 5780
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=5 0 0 5 2 5 3 3 2 3 0 0 0 1 1 2 1 0 0 5 0 0 0 0 4 1 2 1 1 2
split_gain=1.00789e+13 3.84884e+13 2.22582e+14 1.33026e+14 1.30077e+14 1.31263e+14 7.56909e+13 7.216e+13 1.50457e+14 1.39743e+14 1.04033e+14 8.39228e+13 1.46406e+14 9.58896e+13 8.93262e+13 1.39158e+14 8.90982e+13 8.58412e+13 8.2451e+13 9.72474e+13 9.55486e+13 1.07588e+14 1.14553e+14 1.56259e+14 1.68671e+14 1.27957e+14 9.94897e+13 1.32603e+14 1.66825e+14 9.83969e+13
threshold=88.015000000000015 45.067452850000002 45.098908000000009 123.15000000000002 21.500000000000004 225.45000000000002 20.500000000000004 8.5000000000000018 2.5000000000000004 7.5000000000000009 56.320495600000008 59.882016200000002 56.24640500000001 56.135466100000009 37.342273500000012 1.5000000000000002 37.214886200000009 59.932719750000011 47.228519500000004 120.05000000000001 53.973051950000006 54.920670650000005 54.978840000000005 54.990279300000005 3.5000000000000004 83.140147550000009 15.500000000000002 55.912026600000011 55.957851400000003 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3 9 10 -4 -9 12 14 -14 15 -11 -17 -13 19 -10 -20 26 25 24 -24 -23 27 29 -29 -22
right_child=1 2 7 4 -6 -7 -8 8 18 11 -12 17 13 -15 -16 16 -18 -19 20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=36.373950750512421 2214.3493654796448 -23162.519558846867 806.73637448122145 -125013.40452186397 157781.20558035714 52262.48621253189 35153.960367089436 -5006.7327460372153 7358.1849137083182 -201954.57440257352 -21228.918244262735 81606.371398099276 -43904.260094905811 14836.685881977697 37383.689598861492 17143.43240180497 -105976.54264423077 21904.953453720613 -8492.5313520168784 54435.087742439464 54016.869998030226 -25876.812539257175 34104.280919757868 -458.32762837906733 211577.97850302421 120812.52377049181 -28262.301427683022 98253.144305672147 24240.052342742973 -6950.1668146291358
leaf_weight=4086520 39200 3237 47499 283 21 49 239 11446 2527 34 6039 384 632 496 1773 614 65 646 15202 531 308 2364 393 92909 62 61 492 363 1891 1884
leaf_count=4086520 39200 3237 47499 283 21 49 239 11446 2527 34 6039 384 632 496 1773 614 65 646 15202 531 308 2364 393 92909 62 61 492 363 1891 1884
internal_value=0 -641.687 -1223.45 -25092.7 -83582.2 -98849.2 -19152.8 -738.889 -1947.92 2425.46 -10609.6 18981.8 11805.2 -18074.9 25363 -4528.56 5357.28 44162.6 -675.096 15532.8 -1102.63 12.6748 -729.365 -172.036 58287.5 -22186.9 14407 19128.9 36159.6 1616.37
internal_weight=0 231644 192444 3829 353 332 3476 188615 136472 52143 17485 4644 3614 1128 2486 713 679 1030 118987 3058 115929 100727 95789 93364 455 2425 4938 4446 2254 2192
internal_count=4318164 231644 192444 3829 353 332 3476 188615 136472 52143 17485 4644 3614 1128 2486 713 679 1030 118987 3058 115929 100727 95789 93364 455 2425 4938 4446 2254 2192
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=0 5 1 1 0 1 1 5 1 3 5 0 1 0 3 5 3 3 5 3 1 5 4 4 5 3 3 1 5 4
split_gain=1.02594e+13 4.38735e+13 5.19324e+13 4.0867e+13 9.12531e+13 1.07104e+14 7.29797e+13 7.05066e+13 7.0387e+13 6.31218e+13 6.14155e+13 6.13184e+13 1.88e+14 1.04934e+14 1.67276e+14 2.61657e+14 1.27569e+14 1.68564e+14 3.21392e+14 2.3029e+14 2.29672e+14 8.28778e+13 1.01952e+14 8.06874e+13 1.55983e+14 1.00396e+14 7.40497e+13 6.45863e+13 6.06029e+13 1.1703e+14
threshold=44.982728700000003 13.050000000000002 40.247294600000011 37.328003200000005 44.732363600000006 37.752451500000006 38.422276900000007 142.05000000000004 37.752451500000006 15.500000000000002 54.710000000000008 44.874285750000006 37.314272700000011 44.893607100000004 4.5000000000000009 118.33500000000002 11.500000000000002 14.500000000000002 57.405000000000008 13.500000000000002 37.314272700000011 85.020000000000024 4.5000000000000009 2.5000000000000004 68.52500000000002 4.5000000000000009 2.5000000000000004 37.314272700000011 101.05000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 8 9 -7 -8 -5 -6 -11 12 21 14 15 -13 -15 18 -18 27 -21 23 -23 24 -3 26 -25 -20 -16 -30
right_child=-2 3 -4 4 5 6 7 -9 -10 10 -12 13 -14 16 28 -17 17 -19 19 20 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=40621.73411740602 36.598018659970528 1731.0634824345298 -9578.8570851121422 -17755.300834111142 1102.3988482870006 -24707.813916477025 -7008.3038732087225 -163276.05476158406 1.9666853235157931 -4812.5321795009486 -27748.75162868898 32561.088173814253 68433.817350799072 30.375895187957259 -7534.0059412875125 363647.58181250002 25234.713286760787 13047.847978100286 148396.8037109375 476496.98720238102 106754.60385742188 59248.764555175781 -161863.60241477273 -46205.49010973479 99822.127503704207 -48906.140506132295 133388.40514547413 -11695.246072048612 -187384.82051886793 -25193.213169491766
leaf_weight=546 4087717 2373 331 2261 16823 4071 6591 29 175463 4463 1581 528 559 3187 8195 25 381 1302 84 42 28 400 22 38 174 526 58 36 53 277
leaf_count=546 4087717 2373 331 2261 16823 4071 6591 29 175463 4463 1581 528 559 3187 8195 25 381 1302 84 42 28 400 22 38 174 526 58 36 53 277
internal_value=0 -649.183 21674.9 -734.465 -1127 -5909.64 -14171.9 -7692.86 -223.941 -2046.77 -10812.2 3800.53 14488.2 663.332 -5768.63 47528.8 12202.7 32914.6 78214.9 184454 328600 6090.63 47721.6 546.845 8432.22 -31742.6 62299.2 100369 -9225.93 -51242.2
internal_weight=0 230447 877 229570 211282 33558 10691 6620 177724 22867 6044 18288 4150 14138 9078 553 5060 1873 571 190 70 3591 422 3169 2547 622 96 120 8525 330
internal_count=4318164 230447 877 229570 211282 33558 10691 6620 177724 22867 6044 18288 4150 14138 9078 553 5060 1873 571 190 70 3591 422 3169 2547 622 96 120 8525 330
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 0 3 0 3 0 5 5 3 0 2 1 1 3 2 0 1 4 0 4 5 3 3 5 1 5
split_gain=9.78658e+12 4.06691e+13 1.58571e+14 1.68138e+14 1.48416e+14 1.22096e+14 1.2529e+14 1.03429e+14 1.71656e+14 1.10223e+14 1.47319e+14 8.72123e+13 8.52425e+13 1.16444e+14 8.40648e+13 7.96132e+13 1.16757e+14 7.73468e+13 7.72958e+13 7.28448e+13 7.26162e+13 7.13594e+13 1.01451e+14 6.96118e+13 8.70443e+13 6.83718e+13 6.65753e+13 6.5373e+13 6.49939e+13 9.49044e+13
threshold=102.01000000000001 49.177301950000007 49.073956850000009 5.5000000000000009 49.323301500000007 55.793358600000012 13.500000000000002 55.784980300000008 15.500000000000002 55.762622900000004 177.02500000000003 112.04500000000002 14.500000000000002 55.762622900000004 5.5000000000000009 50.158868250000005 52.307266200000008 24.500000000000004 2.5000000000000004 53.37994195000001 49.148175700000003 4.5000000000000009 55.812836050000008 3.5000000000000004 137.05000000000004 22.500000000000004 21.500000000000004 128.92000000000004 47.554129950000011 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 20 5 7 -7 9 27 10 -3 -11 -5 26 -12 18 -17 25 23 -20 21 22 -4 -6 -25 -15 -14 -9 -2 -30
right_child=1 4 3 12 15 6 -8 8 -10 11 14 -13 13 17 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=24.161716448106915 186.21235832753533 4078.0550263375949 142124.34516837829 -5753.6598610101746 -79051.282958156778 -122088.67440618701 57602.811272927996 62777.728367888631 -40287.005526949186 -58128.49180683992 -70835.974735169497 -219372.609375 198551.75851814519 19623.167725828593 -283869.68697916664 -32089.995661295819 -2029.0608252088816 -85079.93129960318 52064.056932479114 -33369.401354667469 -69548.512068965516 -56328.978306842677 26373.814720111812 -43091.444500083111 172776.21156754033 104609.46453344042 48825.870590049344 242575.63077566965 1516.6293803632034 -43383.636765916133
leaf_weight=4209727 61086 495 248 1118 118 248 46 39 99 98 59 51 62 821 27 1336 39272 63 679 117 29 29 109 47 31 107 57 42 1052 852
leaf_count=4209727 61086 495 248 1118 118 248 46 39 99 98 59 51 62 821 27 1336 39272 63 679 117 29 29 109 47 31 107 57 42 1052 852
internal_value=0 -938.003 625.954 24621.9 -3336.08 -37948.4 -93973.7 -19848 48045 -36588.7 -16910.8 -113319 13736.3 33366.7 -137719 -2334.32 -3018.06 22143.1 25655.2 39506.6 83063 94528.6 106783 -30598.4 42702.1 29422.2 126834 156006 -380.892 -18575.3
internal_weight=0 108437 65633 2643 42804 1204 294 910 180 730 581 149 2228 1110 86 41600 40608 991 992 796 415 386 357 196 78 928 119 81 62990 1904
internal_count=4318164 108437 65633 2643 42804 1204 294 910 180 730 581 149 2228 1110 86 41600 40608 991 992 796 415 386 357 196 78 928 119 81 62990 1904
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=5 4 1 0 0 2 5 1 5 5 1 3 0 3 2 1 1 3 3 1 1 3 5 5 5 1 0 1 3 3
split_gain=9.75237e+12 1.39792e+13 6.11877e+13 5.12653e+13 8.04962e+13 4.91336e+13 3.74276e+13 4.5121e+13 3.71384e+13 3.53963e+13 3.41851e+13 3.34212e+13 3.12791e+13 3.98034e+13 3.04843e+13 2.74494e+13 2.37498e+13 4.5219e+13 3.88069e+13 3.50185e+13 2.6489e+13 2.56249e+13 6.71746e+13 2.10414e+13 2.08641e+13 1.74745e+13 2.32929e+13 1.71635e+13 1.79625e+13 2.55913e+13
threshold=225.45000000000002 5.5000000000000009 39.714575750000009 59.950068600000009 59.939091550000008 5.5000000000000009 125.85000000000001 38.996948700000011 100.05000000000001 63.855000000000011 39.753614400000011 3.5000000000000004 55.751981950000008 5.5000000000000009 1.5000000000000002 30.323743050000001 30.362552800000003 15.500000000000002 6.5000000000000009 37.777459000000007 37.475443250000005 5.5000000000000009 161.85000000000002 150.04500000000004 177.02500000000003 30.332994000000003 55.826364100000013 60.628582700000003 10.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 15 8 11 9 -3 -4 -8 -12 -14 -13 -5 21 18 24 -19 -20 23 -23 -16 -18 -10 -27 28 29 -15
right_child=-2 2 10 5 -6 -7 7 -9 25 -11 12 14 13 27 16 -17 17 19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.5754655827128192 4781.1676528680055 -36123.405554115612 -135930.13049242424 -45052.903443509618 130198.22886415679 73239.679812500006 -59862.15192418982 122239.48370535714 984.90631469726566 75875.102207880438 -9072.3919264978649 144654.75125 -132483.15245666503 -26386.895975167412 -83368.779218750016 -154896.73307756695 -30814.128952414776 177913.18875 -180478.49075 -9219.2163281250014 -28132.152083333334 213694.9686342593 16529.547395833335 38347.41015625 77897.02178485578 -52677.888124999998 -176298.68344907407 -94724.032285443478 -83690.05209780093 97034.871419270843
leaf_weight=4312583 4262 73 33 65 58 25 54 42 20 46 278 20 56 56 20 35 55 20 25 20 21 27 48 49 26 35 27 34 27 24
leaf_count=4312583 4262 73 33 65 58 25 54 42 20 46 278 20 56 56 20 35 55 20 25 20 21 27 48 49 26 35 27 34 27 24
internal_value=0 -4.72365 -10298 6748.38 17480.7 -52150.7 7070.49 23819.9 -28511.7 7170.14 -37511.7 13083.3 -30674.2 -61158 24983.7 -83498.2 17287.8 -8373.13 -37576.3 84347 -110929 47047.4 87509.1 3067.36 4080.81 -80293.8 -106513 -32830.3 -13163.2 10639.6
internal_weight=0 4.3139e+06 1319 811 686 125 628 427 201 119 508 385 475 197 331 100 311 167 127 40 46 144 75 69 81 82 62 141 107 80
internal_count=4318164 4313902 1319 811 686 125 628 427 201 119 508 385 475 197 331 100 311 167 127 40 46 144 75 69 81 82 62 141 107 80
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 4 0 0 0 0 1 0 0 1 0 1 3 5 1 1 3 0 5 0 1 6 1 3 0
split_gain=9.21812e+12 8.01365e+13 2.59326e+14 5.25372e+14 7.2371e+14 7.35876e+14 6.20232e+14 4.01974e+14 6.18068e+14 6.56084e+14 5.25693e+14 4.77324e+14 8.04878e+14 4.47864e+14 3.90347e+14 3.75513e+14 3.47099e+14 6.92445e+14 4.84041e+14 3.30612e+14 3.29675e+14 3.21689e+14 2.7725e+14 3.14045e+14 2.73732e+14 5.95462e+14 7.02827e+14 3.16585e+14 3.10528e+14 2.63311e+14
threshold=36.546174950000008 37.39371280000001 55.946414150000003 56.009576300000013 24.500000000000004 37.275078000000001 2.5000000000000004 55.657530000000008 55.299834250000011 55.535913550000011 51.369916400000001 37.275078000000001 55.628356700000005 55.745923000000012 37.342273500000012 55.975961550000008 37.328003200000005 11.500000000000002 73.405000000000015 37.362912300000012 37.214886200000009 16.500000000000004 55.806974650000008 70.00500000000001 55.826364100000013 37.314272700000011 1.5000000000000002 37.314272700000011 11.500000000000002 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 21 8 10 19 -2 -11 -13 16 -14 -7 20 -18 -19 -10 -9 -4 -15 -24 27 -26 -27 -25 -28 -22
right_child=1 -3 3 -5 -6 15 -8 13 9 11 -12 12 14 22 -16 -17 17 18 -20 -21 29 -23 23 24 25 26 28 -29 -30 -31
leaf_value=-410.7593022592394 1293.5741904192814 -45.092307783800408 66384.29437877149 -116.76287452261013 -60678.07527596195 -2097.5161287122605 118511.45930938721 -34034.804092246355 33184.290283727358 -8940.9293012192393 -36607.7117591227 2473.5679929223188 94843.870901657283 16527.230729699291 32857.886140395167 -148602.40502257741 26092.951986111417 -61151.47323062348 -189691.1833865451 96642.524549872323 -30824.371679908807 12459.188979994564 905.49502382351409 50273.672026933011 -49443.646305038128 -61793.996500588022 154360.83434886666 -75000.702786407172 39320.42565538195 7566.5301701723502
leaf_weight=484984 56702 3667889 2281 11809 735 886 1312 5217 7365 10050 3912 8862 1562 7980 2906 218 712 1196 388 924 2427 2148 22746 233 2135 678 284 1503 1350 6770
leaf_count=484984 56702 3667889 2281 11809 735 886 1312 5217 7365 10050 3912 8862 1562 7980 2906 218 712 1196 388 924 2427 2148 22746 233 2135 678 284 1503 1350 6770
internal_value=0 51.9703 2205.84 13071.4 33617.4 43742.6 58120.9 761.911 4762.9 16085 -1152.56 7514.78 19921.4 -6124.14 54528 -31026.9 -19707 -55818.4 -92637.2 40258.2 -13954.8 40231.4 25.3038 -4526.72 -24510.7 -11364.4 23799.6 -58186.8 59315.2 -2564.46
internal_weight=0 3.83318e+06 165291 19389 7580 6845 5741 145902 92283 31669 60614 23380 13330 53619 4468 1104 16710 2296 1584 8289 14414 4429 36909 28929 6183 4447 2312 1736 1634 9197
internal_count=4318164 3833180 165291 19389 7580 6845 5741 145902 92283 31669 60614 23380 13330 53619 4468 1104 16710 2296 1584 8289 14414 4429 36909 28929 6183 4447 2312 1736 1634 9197
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=3 2 1 1 5 1 0 0 0 0 1 0 0 0 0 1 5 1 3 1 4 0 0 0 1 0 1 0 1 0
split_gain=9.27046e+12 2.27686e+13 2.16734e+13 3.44401e+13 5.76928e+13 6.80216e+13 6.23142e+13 6.02704e+13 5.11094e+13 4.93735e+13 4.5585e+13 4.37538e+13 4.16127e+13 7.53378e+13 3.71406e+13 3.14495e+13 3.08168e+13 3.96417e+13 6.26117e+13 6.31859e+13 4.22131e+13 3.4576e+13 3.2454e+13 2.90979e+13 2.85333e+13 4.51478e+13 5.22993e+13 4.72071e+13 4.06984e+13 3.50926e+13
threshold=2.5000000000000004 8.5000000000000018 83.761389800000003 60.479177250000006 90.015000000000015 61.396377350000009 56.895161300000005 55.212972300000011 55.416472000000006 56.831297550000009 60.837513500000007 55.299834250000011 56.791364150000007 55.212972300000011 57.057093650000006 61.310823700000007 74.010000000000005 39.925119750000007 1.5000000000000002 37.832345550000007 1.5000000000000002 55.924336300000007 61.785186750000001 56.367862600000002 38.633372000000001 53.719078300000007 38.959914000000005 47.249522000000006 37.098288800000006 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 10 9 7 -7 11 12 14 24 13 15 23 -6 -10 18 19 21 -19 -18 -20 -5 28 27 -27 -26 -1 -30
right_child=-2 -3 -4 4 5 6 -8 -9 16 -11 -12 -13 -14 -15 -16 -17 17 20 22 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=11501.514088434309 -24.024878699816437 98284.006901041663 -3560.1841013672356 -28056.396129189772 261103.51383928573 10586.585072544643 82433.549531250013 -122732.48257606907 -1806.6201179950906 -46009.582924107148 2109.6803010241983 17612.258523688051 244512.09602272732 -15948.479167918669 -22131.088323588312 109979.99294921875 -243784.37886904762 69038.450670276987 9565.8796403643992 17251.048508522726 -30847.96160130098 -85993.496156869282 -79066.233693677335 21581.683020560973 2282.50809622413 19168.067825863985 -7949.6266325988081 11054.940565546414 14336.221903832666 -9144.8249923540952
leaf_weight=1494 4205107 24 10048 124 21 315 110 38 30820 21 17458 1829 22 39 237 40 21 44 1053 44 1101 41 43 2480 23946 812 5729 8247 710 6146
leaf_count=1494 4205107 24 10048 124 21 315 110 38 30820 21 17458 1829 22 39 237 40 21 44 1053 44 1101 41 43 2480 23946 812 5729 8247 710 6146
internal_value=0 893.595 872.917 1305.44 4929.03 35333.5 16714.1 -3765.04 382.55 95618.5 4021.35 2437.36 119997 92603.8 15768.6 162006 -2647.78 -13693.7 -1009.26 -74397.7 -27009.5 -139439 6088.52 19218 1847.89 2990.86 -4583.23 4529.77 -3454.15 -6713.15
internal_weight=0 113057 113033 102985 20905 606 463 353 82080 143 20299 48913 122 100 2841 61 33167 2347 1202 106 1145 62 1096 2604 47084 38734 6541 32193 8350 6856
internal_count=4318164 113057 113033 102985 20905 606 463 353 82080 143 20299 48913 122 100 2841 61 33167 2347 1202 106 1145 62 1096 2604 47084 38734 6541 32193 8350 6856
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=0 1 0 1 5 4 0 0 1 1 1 1 0 1 2 5 5 4 3 5 1 1 5 3 5 2 1 5 3 1
split_gain=9.6085e+12 4.29876e+13 4.71632e+13 8.09266e+13 7.42173e+13 4.4691e+13 3.86168e+13 6.32616e+13 3.16285e+13 1.32766e+14 1.37821e+14 2.27047e+14 8.23637e+13 7.89722e+13 5.76202e+13 5.2057e+13 4.73941e+13 4.18897e+13 3.48102e+13 3.22574e+13 3.21171e+13 1.51137e+14 5.33845e+13 3.10078e+13 3.9273e+13 3.12885e+13 4.97071e+13 3.06696e+13 3.02523e+13 4.70238e+13
threshold=60.693675950000006 33.101335500000005 63.563300600000012 30.102666750000001 118.33500000000002 1.5000000000000002 61.785186750000001 61.674413550000004 54.845880150000006 57.550671000000001 59.76223980000001 61.880021000000006 63.563300600000012 65.610478850000007 1.5000000000000002 75.015000000000015 88.015000000000015 3.5000000000000004 3.5000000000000004 116.06000000000002 65.659480050000013 78.608766650000021 56.835000000000008 13.500000000000002 99.555000000000021 6.5000000000000009 39.753614400000011 65.045000000000016 10.500000000000002 34.359746700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 27 14 -10 -11 -12 13 -13 16 20 -7 -15 19 -18 -14 22 -22 25 -25 28 -27 -5 -16 -30
right_child=1 5 -4 6 -6 8 -8 -9 9 10 11 12 15 17 23 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-17.644853633813753 991.07216518992755 -2146.794721504928 13317.560229167531 -38367.416812384028 -176036.34746093751 -2153.1064508198583 -75943.68128255209 5664.3273562188442 -32594.536032235956 47607.602221269059 -70865.578226971294 106268.71600856551 -17437.527984773482 5731.9729501675592 8218.0927280406268 -50692.440741823804 -58251.968756813236 33495.566413881963 -93365.154212755268 76855.989166666681 22043.285297100359 -6790.4509139266665 149575.65689299509 -7839.7231381634547 83062.154787149237 295.6625309530861 28291.275276998986 -107695.33215060766 -75577.057464488636 2882.1496705078125
leaf_weight=4258578 1789 17978 752 561 24 4515 192 373 1152 654 430 83 1305 6272 16168 292 43 595 101 30 52 1224 89 1582 49 953 1896 72 110 250
leaf_count=4258578 1789 17978 752 561 24 4515 192 373 1152 654 430 83 1305 6272 16168 292 43 595 101 30 52 1224 89 1582 49 953 1896 72 110 250
internal_value=0 1261.07 -9084.14 -14679 -1352.37 1958.43 -34846.9 -27003.4 3908.59 -296.002 3087.77 272.453 3358.55 9309.51 5896.27 -10604.7 -4126.75 8137.59 -55339.3 -2728.15 -6220.6 4503.28 102542 8133.42 -5108.77 9248.04 18926.6 -46253.1 7579.69 -21091.5
internal_weight=0 59586 3763 3011 1813 55823 1198 1006 37845 12148 10996 10342 9912 6950 25697 2962 4689 6867 174 73 2670 1365 141 21008 1631 19377 2849 633 16528 360
internal_count=4318164 59586 3763 3011 1813 55823 1198 1006 37845 12148 10996 10342 9912 6950 25697 2962 4689 6867 174 73 2670 1365 141 21008 1631 19377 2849 633 16528 360
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=5 0 0 5 4 2 5 3 1 4 0 4 1 1 2 5 3 0 0 5 3 3 5 6 5 5 3 0 0 1
split_gain=8.92354e+12 1.65648e+13 2.87696e+13 5.82694e+13 3.7604e+13 2.49949e+13 2.41439e+13 2.1648e+13 1.70523e+13 1.83403e+13 4.9905e+13 1.56061e+13 4.02728e+13 1.02339e+14 6.64614e+13 6.77157e+13 4.9995e+13 4.71462e+13 1.00454e+14 9.22159e+13 7.69455e+13 9.60014e+13 1.02119e+14 6.65482e+13 6.44714e+13 5.80566e+13 6.79628e+13 5.45428e+13 4.7946e+13 5.88014e+13
threshold=20.010000000000002 54.762542150000009 45.073740550000004 13.050000000000002 1.5000000000000002 4.5000000000000009 13.050000000000002 5.5000000000000009 114.17164950000002 4.5000000000000009 55.885524800000006 -1.0000000180025095e-35 39.863684800000009 44.660994650000006 2.5000000000000004 50.805000000000007 3.5000000000000004 55.924336300000007 55.518428350000008 45.985000000000007 8.5000000000000018 16.500000000000004 71.715000000000018 1.5000000000000002 48.945000000000007 63.145000000000003 10.500000000000002 56.301440000000007 43.592450450000008 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -4 9 -3 -11 12 14 16 15 -2 -14 18 19 -16 -20 22 -22 25 -23 27 -27 -19 29 -21
right_child=11 8 4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 17 -17 -18 23 20 28 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=23465.379179786643 -5995.4080741490216 -2221.9396440836258 13715.5571157092 -10950.342801000377 -10583.425670520308 -4047.8696153067817 6666.2669037399246 46165.841770372899 28036.779738953293 -151376.67731770835 16673.376680595931 -27.974780910638284 -6042.1712965603137 1341.1521071800526 -3010.8979687187193 -43981.461510878828 24520.601245424754 -35457.174059544617 -16873.583896751927 118286.24822716345 25529.938095263758 8735.7126875420836 228416.87163281252 2440.8048423043078 -31835.629348520131 219400.01943359376 -21155.263790760873 -7566.1309751377066 19088.660139172938 -42742.76725148168
leaf_weight=887 13649 42687 635 3388 1106 526 4729 304 186 30 43 4047321 661 147606 19034 486 2813 760 949 104 3235 6699 25 9800 416 24 23 9054 955 29
leaf_count=887 13649 42687 635 3388 1106 526 4729 304 186 30 43 4047321 661 147606 19034 486 2813 760 949 104 3235 6699 25 9800 416 24 23 9054 955 29
internal_value=0 -1271.24 2086.23 -3835.69 6283.33 13223.4 9574.55 24221.3 -2176.16 -2307.58 -52388.3 16.2559 843.799 1740.43 -1232.53 -7301.47 18705.4 446.002 2847.62 -1392.38 10381.8 12874.9 27085.8 -3395.16 6363.59 -9195.03 101681 -9726.02 26922.7 83174.7
internal_weight=0 54521 11575 4801 6774 1413 5668 939 42946 42760 73 4.26364e+06 216322 151080 65242 14135 3474 51107 31446 20122 11324 10375 3260 19661 7115 9861 47 9814 1088 133
internal_count=4318164 54521 11575 4801 6774 1413 5668 939 42946 42760 73 4263643 216322 151080 65242 14135 3474 51107 31446 20122 11324 10375 3260 19661 7115 9861 47 9814 1088 133
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=2 3 1 2 5 1 1 5 0 1 1 5 5 1 1 0 0 4 6 1 1 0 3 5 1 1 4 2 6 0
split_gain=9.27733e+12 1.04093e+14 7.32516e+13 9.28818e+13 7.70682e+13 8.01371e+13 7.28293e+13 7.18289e+13 6.75022e+13 9.80353e+13 6.6754e+13 6.22658e+13 6.20424e+13 6.18159e+13 6.7237e+13 6.49836e+13 1.09203e+14 5.99076e+13 5.50733e+13 2.25449e+14 1.15577e+14 1.07122e+14 7.54038e+13 6.92109e+13 8.9274e+13 7.12077e+13 5.46857e+13 7.08177e+13 6.76001e+13 5.44008e+13
threshold=4.5000000000000009 6.5000000000000009 52.307266200000008 5.5000000000000009 142.05000000000004 30.362552800000003 20.507360500000004 39.805000000000007 43.642715500000008 39.753614400000011 52.395917250000004 225.45000000000002 59.245000000000012 49.177301950000007 47.208373000000009 56.320495600000008 56.635684300000008 3.5000000000000004 1.5000000000000002 30.305955500000003 30.259484550000003 54.708501450000007 5.5000000000000009 132.05000000000004 30.243224600000001 43.94115175000001 3.5000000000000004 5.5000000000000009 1.5000000000000002 56.663136550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -5 9 -9 -4 13 -12 14 15 -7 -17 -13 19 20 21 -8 -23 -20 -25 -26 -14 -28 -29 -10
right_child=1 -3 10 7 5 11 18 8 29 -11 12 17 26 -15 -16 16 -18 -19 23 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=155.73748630143626 -45382.665401010301 79.418810611640666 20002.373885856308 -153.31883200006223 33506.271500748502 -64084.571111765901 209971.5672222233 -112447.34491510117 -10334.914844966614 -26674.148124579067 1102.3830250964691 61947.828000000009 -8833.1604711887012 63530.609136814019 -129349.80528761342 170863.55165441177 -51515.487348090275 -54559.721112292333 -3133.5406091319728 1731.8717490556105 273844.57252155175 66308.958857258476 -70357.712288411465 247209.55210937501 -1070.6233101981027 103422.81093113113 1350.3728860617064 205470.00870150863 38503.142675781251 -32774.270802171493
leaf_weight=2028337 398 2074229 1647 3233 167 435 45 173 5410 580 65033 100 13196 41 124 34 63 79 113298 4933 29 254 48 20 224 92 4415 29 148 1350
leaf_count=2028337 398 2074229 1647 3233 167 435 45 173 5410 580 65033 100 13196 41 124 34 63 79 113298 4933 29 254 48 20 224 92 4415 29 148 1350
internal_value=0 -137.953 -2229.25 -3708.63 -2913.47 -29978.3 -2676.93 -12616.5 -17979.7 -46380.3 67.384 -42081 -329.048 -55591.9 -63037 -47580.6 26431.8 10528.3 -2534.04 7421.14 82062.5 66034.7 44587.1 -2999.14 42319.3 29351.5 -5562.37 3836.89 65859.3 -14816.1
internal_weight=0 2.28983e+06 215598 131130 120384 1043 119341 10746 7513 753 84468 876 82821 697 656 532 97 179 118943 5309 376 347 302 113634 336 316 17788 4592 177 6760
internal_count=4318164 2289827 215598 131130 120384 1043 119341 10746 7513 753 84468 876 82821 697 656 532 97 179 118943 5309 376 347 302 113634 336 316 17788 4592 177 6760
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=0 4 5 4 5 3 3 1 3 5 1 2 3 5 5 3 5 1 1 5 3 5 1 5 1 5 5 5 1 5
split_gain=8.57211e+12 3.13564e+13 3.32498e+13 2.78256e+13 2.19883e+13 4.58944e+13 5.98891e+13 3.56118e+13 6.61681e+13 6.77558e+13 3.75328e+13 3.24669e+13 2.87536e+13 2.76682e+13 2.70354e+13 2.7034e+13 2.28612e+13 2.07883e+13 2.19652e+13 2.02625e+13 1.9752e+13 1.91897e+13 3.13885e+13 1.88134e+13 2.9112e+13 2.28889e+13 2.28954e+13 2.12366e+13 1.85769e+13 2.23895e+13
threshold=43.056445700000005 2.5000000000000004 62.015000000000008 1.5000000000000002 125.85000000000001 14.500000000000002 13.500000000000002 47.554129950000011 8.5000000000000018 161.85000000000002 44.660994650000006 6.5000000000000009 7.5000000000000009 177.02500000000003 161.85000000000002 13.500000000000002 142.05000000000004 47.473138800000008 47.554129950000011 123.15000000000002 18.500000000000004 48.035000000000004 46.037218400000008 79.730000000000018 47.854228500000012 114.05000000000001 109.05000000000001 225.45000000000002 47.473138800000008 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 15 6 7 10 13 -10 12 -7 14 -9 -6 -3 -8 -5 -19 -17 23 -1 -23 -4 25 26 28 -27 29 -25
right_child=-2 4 20 17 5 11 16 8 9 -11 -12 -13 -14 -15 -16 19 -18 18 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=2000.3556797869833 -12.214610295208734 5668.7430697823038 -9328.2317648901553 113.72219149876435 -12877.902238175677 191804.10576171876 -25263.563978040544 -31398.306058349612 -590.04020478219707 180804.40516826924 35569.747865304911 47780.61075954861 58069.198937500005 -130861.77946947674 -144483.36047453704 -15596.641553883273 -142733.16333333333 18742.131365117235 3929.6690688567369 -107189.34668719953 -69616.237418619785 20621.589835413492 -12363.617040031291 11776.01495394887 -40814.597770283384 -55852.303041454979 84257.559662373867 16122.350324470766 8791.183549830339 -23992.80802274109
leaf_weight=5118 4285952 8280 4660 2523 37 24 37 80 99 26 803 45 25 43 27 340 30 2105 1909 26 48 328 2395 291 161 121 36 62 2094 439
leaf_count=5118 4285952 8280 4660 2523 37 24 37 80 99 26 803 45 25 43 27 340 30 2105 1909 26 48 328 2395 291 161 121 36 62 2094 439
internal_value=0 1625.21 -456.4 2408.66 6301.59 18555.6 14021.2 19421.3 -14098.5 37140 28740.7 97875.7 -32874.2 -66170.1 -68399 4493.11 -77861.9 7226.69 11697.5 -22103.2 -5662.9 -1608.11 -8390.37 -5272.54 626.184 2818.75 5012.58 -31467.4 4002.38 -9734.28
internal_weight=0 32212 22290 14378 9922 1276 1207 1140 248 125 892 69 89 123 64 8646 67 6537 4014 366 7912 7841 2723 7864 3204 3043 2860 183 2824 730
internal_count=4318164 32212 22290 14378 9922 1276 1207 1140 248 125 892 69 89 123 64 8646 67 6537 4014 366 7912 7841 2723 7864 3204 3043 2860 183 2824 730
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=0 0 1 0 3 3 0 3 1 0 0 1 1 5 2 2 3 5 5 5 1 3 5 2 5 5 5 2 2 2
split_gain=8.36926e+12 3.70295e+13 7.98194e+13 1.11005e+14 8.13694e+13 8.3512e+13 8.13546e+13 7.59522e+13 9.63599e+13 9.021e+13 1.36313e+14 1.02299e+14 1.37638e+14 8.46574e+13 8.29793e+13 1.98331e+14 8.74557e+13 1.28545e+14 8.05047e+13 1.16776e+14 1.30809e+14 8.22918e+13 7.17882e+13 6.90779e+13 6.60072e+13 6.37758e+13 6.33557e+13 6.27032e+13 6.22582e+13 1.29015e+14
threshold=44.982728700000003 45.03656895000001 38.950530550000003 45.022371150000005 20.500000000000004 15.500000000000002 45.029420750000007 17.500000000000004 39.110397700000007 45.022371150000005 45.029420750000007 39.021425200000003 39.036172050000012 86.810000000000016 17.500000000000004 19.500000000000004 23.500000000000004 100.05000000000001 79.010000000000005 83.010000000000005 39.027779200000005 23.500000000000004 90.015000000000015 16.500000000000004 83.010000000000005 67.990000000000023 110.05000000000001 14.500000000000002 16.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -4 11 18 13 -13 24 16 -16 -15 -18 -11 20 27 -21 -6 -24 -9 -10 28 -20 -23 -30
right_child=1 -3 7 4 22 6 -8 9 25 10 -12 12 -14 14 15 -17 17 -19 19 21 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-586.33924899922874 -21783.05425264806 -15.132266136870214 6888.8196047237207 -2317.7819482006012 -23188.806865174094 56560.304320377043 4205.7679854636972 -17758.978165675184 1532.8109077202614 9810.2926017281334 -9778.3201357678809 43443.933467887218 -4664.0638601769851 -101855.39430308357 132807.93064254502 -167660.68287388395 -151210.22765625 180725.30223214289 -5284.4643787202385 50319.840553380716 252198.32990196079 -10594.593742218625 -205770.67942708335 5001.9555366847826 156666.46075994321 -12904.969025218577 -69543.793668038503 158726.85532490502 165347.74902635263 -61609.690273437503
leaf_weight=230447 3240 3985555 49057 5313 243 522 688 1568 13207 3259 2802 618 15778 337 59 35 20 28 63 692 51 251 48 23 22 3982 112 37 67 40
leaf_count=230447 3240 3985555 49057 5313 243 522 688 1568 13207 3259 2802 618 15778 337 59 35 20 28 63 692 51 251 48 23 22 3982 112 37 67 40
internal_value=0 33.0552 1912.95 -6536.69 688.437 3081.97 26791.8 2837.61 4631.24 -1760.91 7589.11 -5494.84 -2850.77 -26448.1 -63301.9 20931.3 -83868 42418.8 18232.9 39138.8 121868 28388.2 -49034.5 -137492 -15345.5 -1811.84 -3902.63 55399.7 16633.2 80503.8
internal_weight=0 4.08772e+06 102162 10077 6837 6523 1210 92085 66246 25839 7374 18465 16396 2069 479 94 385 48 4572 1313 151 1162 314 71 1590 17189 470 100 358 107
internal_count=4318164 4087717 102162 10077 6837 6523 1210 92085 66246 25839 7374 18465 16396 2069 479 94 385 48 4572 1313 151 1162 314 71 1590 17189 470 100 358 107
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 6 5 4 3 2 3 5 3 5 4 2 0 5 0 5 0 0 0 5 0 4 5 3 3 4
split_gain=8.36752e+12 2.4877e+13 6.2537e+13 4.27045e+13 4.13281e+13 3.95472e+13 3.50837e+13 8.56e+13 3.05261e+13 2.83927e+13 2.68193e+13 2.67236e+13 3.48072e+13 2.58451e+13 5.47485e+13 4.04435e+13 3.61001e+13 3.17234e+13 2.12826e+13 2.04632e+13 1.87479e+13 1.82019e+13 2.03088e+13 1.79246e+13 1.63869e+13 1.56367e+13 2.38257e+13 4.40646e+13 2.62798e+13 3.09771e+13
threshold=113.46563545000002 104.38035940000002 6.5000000000000009 51.83362145000001 51.717367500000009 1.5000000000000002 54.410000000000004 1.5000000000000002 10.500000000000002 4.5000000000000009 4.5000000000000009 80.815000000000012 4.5000000000000009 78.710000000000022 2.5000000000000004 5.5000000000000009 51.83362145000001 86.810000000000016 63.563300600000012 68.52500000000002 51.83362145000001 46.672631750000008 44.039893800000009 92.035000000000011 52.056565900000003 4.5000000000000009 142.05000000000004 3.5000000000000004 9.5000000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -4 24 -8 9 -9 -3 12 -6 16 -15 20 19 -17 21 -11 -16 22 -2 -5 -7 26 -23 -28 29 -29
right_child=18 2 5 23 11 6 7 8 -10 13 -12 -13 -14 14 15 17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=2.8004720513938786 -9402.3835837339757 1419.6792371043173 2801.7214206213989 -4646.6460657003045 -11210.267044152681 627.44044525146489 -167000.58561197919 -15843.074342605772 3717.9633233351933 -9173.6747892680924 -47074.853727291425 59784.575539772726 14641.432062097669 -180587.89545454548 -177051.49585658484 -50158.376807468223 -56085.35529569738 82424.331809645446 -60438.443870738643 102347.25165550596 -59126.050360576926 2032.7984883431927 -129563.45999644886 -49040.877433975889 -26765.227862719319 41820.457914640465 87266.620250000007 22752.818614783653 44310.887464488638 -100028.3498046875
leaf_weight=4274890 39 251 705 7959 644 560 48 338 210 76 209 110 2723 44 28 59 272 26 55 21 26 28130 22 92 358 98 25 26 22 98
leaf_count=4274890 39 251 705 7959 644 560 48 338 210 76 209 110 2723 44 28 59 272 26 55 21 26 28130 22 92 358 98 25 26 22 98
internal_value=0 -11.3494 -4109.82 -980.248 7554.79 -17649.1 -24627.7 -36280.7 -30576.6 -38668.5 -20613.7 11281.4 9696.82 -52645 -83371 -52597.3 -37406.8 -9603.67 1707.35 14970 -120273 1827.45 -52739.2 -5153.95 -10055.1 1944.66 1806.58 -35407.6 -56413.5 -74283.9
internal_weight=0 4.28965e+06 14759 11988 3937 2771 2066 1148 1100 890 460 3477 3367 552 183 139 369 85 28515 97 54 28460 61 8051 918 28399 28301 171 146 124
internal_count=4318164 4289649 14759 11988 3937 2771 2066 1148 1100 890 460 3477 3367 552 183 139 369 85 28515 97 54 28460 61 8051 918 28399 28301 171 146 124
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=1 3 0 0 1 0 1 1 0 1 1 3 5 0 3 5 3 4 5 0 5 5 5 1 0 1 1 0 3 5
split_gain=8.49587e+12 6.45983e+13 4.23655e+13 3.92564e+13 1.11697e+14 8.36397e+13 5.79254e+13 1.1032e+14 8.32708e+13 1.24909e+14 9.53135e+13 7.69065e+13 7.60821e+13 1.08841e+14 7.53229e+13 6.8652e+13 1.8139e+14 6.66644e+13 6.66042e+13 7.03837e+13 6.41539e+13 6.17021e+13 5.13458e+13 4.98142e+13 8.74199e+13 2.06255e+14 1.16893e+14 8.19356e+13 6.87892e+13 9.19939e+13
threshold=83.663637000000008 4.5000000000000009 50.565831500000009 53.37994195000001 84.920232800000022 53.516665650000007 84.920232800000022 83.761389800000003 52.485928400000006 104.38035940000002 104.38035940000002 7.5000000000000009 161.85000000000002 53.355366400000001 24.500000000000004 132.05000000000004 8.5000000000000018 2.5000000000000004 161.85000000000002 53.340367100000002 104.75000000000001 70.00500000000001 46.010000000000012 92.928903050000017 56.197733450000008 86.067573200000012 86.067573200000012 55.975961550000008 13.500000000000002 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 12 9 22 11 -10 15 -14 18 17 -17 -3 -9 -20 -13 -12 -8 24 25 -6 28 -25 29 -26
right_child=1 3 -4 4 23 -7 8 14 10 -11 21 20 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-32.94632136283068 26386.705801419041 6290.2999835172322 -4784.0335976367605 -9612.0746292749172 -21515.14374871843 -48160.133184984523 5407.179779906467 16940.228181464965 -2610.7803829637342 41.343792637055913 43932.72985896621 -18858.748749432281 58969.954997306042 -184545.39850000001 -46661.198494510143 341856.34970238101 -56806.934031250006 -5297.4755904331832 46544.953428071123 247265.083125 -158987.47892992425 225507.20089285716 21089.864990493217 -31439.758414269083 35563.739636799022 2255.1707923514514 3804.1682025378491 -1877.2645509192339 1177.7054013863137 108109.66292489858
leaf_weight=4092386 444 17016 24296 4374 3838 646 3857 7685 9701 28791 172 3282 29 50 185 21 25 7010 58 25 33 21 4551 969 1095 74663 3420 28879 434 208
leaf_count=4092386 444 17016 24296 4374 3838 646 3857 7685 9701 28791 172 3282 29 50 185 21 25 7010 58 25 33 21 4551 969 1095 74663 3420 28879 434 208
internal_value=0 597.175 -4224.62 1190.55 24.6348 -14572.6 2865.36 6185.42 750.867 3172.82 -6069.81 -7104.19 2821.5 -95153.7 16400.7 3143.04 125192 2909.37 17902.5 107003 -20253.7 63689.5 13895.8 670.225 1921.55 1093.01 14533.7 -2837 35659.3 47144.4
internal_weight=0 225778 24740 201038 118526 5020 82512 32104 50408 37199 13209 13016 24151 79 7953 24072 46 24026 7768 83 3315 193 8408 113506 83658 78501 5157 29848 1737 1303
internal_count=4318164 225778 24740 201038 118526 5020 82512 32104 50408 37199 13209 13016 24151 79 7953 24072 46 24026 7768 83 3315 193 8408 113506 83658 78501 5157 29848 1737 1303
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 1 2 0 1 0 0 1 0 5 1 5 3 0 1 0 1 5 0 0 1 1 1 3 1 1
split_gain=8.83738e+12 4.49328e+13 1.18674e+14 1.34066e+14 2.46371e+14 1.13454e+14 1.08479e+14 1.00929e+14 4.63047e+14 2.39165e+14 2.0213e+14 2.00516e+14 2.06177e+14 1.87235e+14 1.84022e+14 1.7349e+14 1.72406e+14 1.66173e+14 1.57269e+14 1.55592e+14 1.50572e+14 1.31684e+14 1.28317e+14 1.55404e+14 1.37256e+14 1.31604e+14 2.25548e+14 2.46513e+14 3.99289e+14 1.26072e+14
threshold=10.500000000000002 37.944765900000007 11.500000000000002 60.628582700000003 60.55755580000001 65.551978750000004 5.5000000000000009 55.173809400000003 38.781124500000011 55.141517900000004 55.183525900000006 61.284352600000013 55.160271200000004 70.50500000000001 61.365473900000005 41.995000000000012 16.500000000000004 56.802385350000009 61.310823700000007 44.732363600000006 39.826386800000009 137.05000000000004 56.758269450000007 56.301440000000007 44.005491150000005 49.073956850000009 44.005491150000005 24.500000000000004 38.422276900000007 38.92948375000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6 8 13 29 -9 -11 14 19 18 -12 -17 22 -13 -4 -19 -16 23 25 -25 26 27 -18 -29 -10
right_child=1 2 7 5 6 -7 -8 10 9 11 15 12 -14 -15 21 16 17 20 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=111.37898683382046 428.82759562064814 -3966.8499538705432 -27356.544089939402 -31913.65693131341 22482.922645168441 -9028.0883450598012 112487.77550024894 -30306.236392218925 -9065.3537865916951 55325.997750066526 1582.9645434781237 -8211.3700213243737 -10337.947710659248 85696.293716065236 19108.281716917005 -6576.8602169406986 -7091.4941550291014 -27901.565216089693 101444.13981646084 44355.014720153813 4817.9734698873253 -98023.873879419203 -13949.897910441756 5836.5649262223669 44093.017233177256 567.79295405742914 -25498.752682847215 12824.782962093297 149126.5348158369 165.6069934524719
leaf_weight=2688514 690245 12363 414 3240 282 6536 255 2477 15198 1189 111257 177 2734 761 3146 91560 20723 1451 501 1124 45828 99 10527 4726 1170 35143 6170 1655 247 558452
leaf_count=2688514 690245 12363 414 3240 282 6536 255 2477 15198 1189 111257 177 2734 761 3146 91560 20723 1451 501 1124 45828 99 10527 4726 1170 35143 6170 1655 247 558452
internal_value=0 -183.747 -633.848 -7780.27 -1086.64 -16612.9 65222.7 -457.076 335.309 158.225 -1846.51 17499.2 10743 45125.8 25434.7 -1633.19 -3265.57 -890.288 72817.3 25051.6 3813.81 15534.8 -3657.86 -2106.4 13428.2 -3538.91 -8550.97 -3929.18 30525.4 -78.9535
internal_weight=0 1.62965e+06 939405 22676 12900 9776 537 916729 583795 581496 332934 7846 6657 2299 3923 330457 219200 127640 678 1538 47279 3245 80361 69834 5896 63938 28795 22625 1902 573650
internal_count=4318164 1629650 939405 22676 12900 9776 537 916729 583795 581496 332934 7846 6657 2299 3923 330457 219200 127640 678 1538 47279 3245 80361 69834 5896 63938 28795 22625 1902 573650
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 3 1 3 3 0 5 3 5 0 3 0 0 4 6 0 4 0 5 0 4 5 0 5 5 5
split_gain=8.72512e+12 1.05445e+14 6.96735e+13 6.89693e+13 6.06513e+13 9.19881e+13 1.90919e+14 1.39277e+14 1.02217e+14 1.11539e+14 9.90087e+13 1.00226e+14 8.71606e+13 6.75231e+13 1.44803e+14 1.62612e+14 1.29814e+14 1.49887e+14 1.05409e+14 9.72741e+13 9.12334e+13 8.20869e+13 8.0243e+13 7.76677e+13 7.16314e+13 6.69045e+13 6.17647e+13 6.21655e+13 1.06303e+14 9.53658e+13
threshold=82.970752000000019 82.964402850000013 54.943649450000002 82.968597500000016 25.500000000000004 21.500000000000004 82.966612450000014 24.500000000000004 12.500000000000002 54.944759500000011 112.04500000000002 15.500000000000002 58.040000000000006 54.947152850000002 9.5000000000000018 54.986619450000006 54.959412650000012 2.5000000000000004 1.5000000000000002 54.947737500000009 1.0000000180025095e-35 54.99493995000001 112.04500000000002 54.959412650000012 2.5000000000000004 104.75000000000001 55.02863030000001 80.00500000000001 67.990000000000023 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 12 11 -10 -4 -11 22 16 17 19 24 20 -16 -20 23 -15 -17 -25 -8 28 29 -28
right_child=-2 2 4 -5 -6 6 26 -9 10 13 -12 -13 -14 14 15 18 -18 -19 21 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-12.1408889168857 -336.20258308742444 -8757.4397478339652 12666.490786192122 37278.488798120474 -18866.887188070956 47364.478427216076 -13240.002873802992 184515.52638888892 -38111.283564510806 -402.63576794149139 -177064.33972537878 -1023.0230722795095 41118.528591106573 36264.826601245142 49826.134191363788 70472.227357932454 -24070.816597798217 62116.84722536656 101123.0043564215 32171.658598866416 -11889.133828525366 26570.503109081539 57663.655051020411 -1646.0121348736004 182378.92645833336 -102675.4952533144 25286.623454310222 -13459.519485792312 81776.794585120166 -33462.953300102672
leaf_weight=3598076 654853 5738 6751 345 1038 862 948 81 783 16822 33 10493 1281 551 276 241 908 641 164 1181 1813 1485 245 9570 75 66 1672 565 276 331
leaf_count=3598076 654853 5738 6751 345 1038 862 948 81 783 16822 33 10493 1281 551 276 241 908 641 164 1181 1813 1485 245 9570 75 66 1672 565 276 331
internal_value=0 60.0995 4044.56 -6146.49 5092.58 5520.53 18878.8 59145.2 4335.58 6604.41 -4104.59 -3598.41 17204.2 4103.16 8505.84 19878.5 9992.19 17900.4 44124 9232.95 -3735.27 33985.1 1110.1 -250.024 97032.4 -2337.99 8865.31 16233.7 23595.2 15578.1
internal_weight=0 3.66331e+06 65235 6083 59152 58114 4735 943 53379 42070 11309 11276 8032 34038 17216 6784 4819 3911 1965 3270 2089 1649 10432 10187 316 9636 3792 2844 2279 2003
internal_count=4318164 3663311 65235 6083 59152 58114 4735 943 53379 42070 11309 11276 8032 34038 17216 6784 4819 3911 1965 3270 2089 1649 10432 10187 316 9636 3792 2844 2279 2003
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=3 1 5 1 0 1 0 3 0 2 2 5 6 5 5 4 5 1 1 0 5 5 5 0 5 3 2 2 0 6
split_gain=8.95638e+12 7.21215e+13 7.14592e+13 1.13702e+14 2.98357e+14 2.22302e+14 1.47902e+14 1.29084e+14 1.07171e+14 1.02154e+14 2.19865e+14 9.46631e+13 8.54085e+13 8.34495e+13 8.31787e+13 8.30058e+13 8.15177e+13 8.03639e+13 8.36598e+13 8.00392e+13 1.06339e+14 8.69999e+13 9.83743e+13 9.542e+13 7.94453e+13 8.14481e+13 1.0293e+14 2.58761e+14 7.51066e+13 7.46824e+13
threshold=18.500000000000004 37.832345550000007 64.020000000000024 38.233559750000005 55.91302515000001 38.950530550000003 55.762622900000004 24.500000000000004 55.777112100000004 16.500000000000004 13.500000000000002 103.45000000000002 1.5000000000000002 90.015000000000015 132.05000000000004 2.5000000000000004 79.730000000000018 37.855187800000003 37.889331900000009 55.695992150000002 120.05000000000001 90.015000000000015 132.05000000000004 55.551692500000009 80.00500000000001 24.500000000000004 16.500000000000004 17.500000000000004 55.68356880000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 15 4 6 7 19 14 29 10 -9 12 -6 -12 -5 -3 -7 -10 -19 21 -21 23 28 -4 25 -18 -27 -28 -23 -8
right_child=1 2 3 5 11 16 8 9 17 -11 13 -13 -14 -15 -16 -17 24 18 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=57.889331494134211 851.43519880965073 -650.40867191329676 182148.18450520834 22399.334203104187 159227.93224764738 -6417.2248945790216 -180209.67290798613 76747.291173828125 34338.907813865822 17952.382696533205 183408.81101190476 -43804.296266351746 50925.503990802499 462101.23806818185 -74741.905678763447 14778.762138850327 6862.2939400682171 -85147.877191817301 -25437.926763144307 -2694.7535605668936 183585.01048387098 -43221.607912709354 50497.910728624134 -18078.654224536644 -1254.9561477590439 15380.982297155655 214314.58331422019 4280.080959866742 -121905.22453121358 -68434.495630808626
leaf_weight=3717520 270709 231885 24 1689 88 43645 90 200 143 160 21 86 422 22 93 3540 1648 354 696 2677 31 306 72 2870 38217 341 109 127 201 178
leaf_count=3717520 270709 231885 24 1689 88 43645 90 200 143 160 21 86 422 22 93 3540 1648 354 696 2677 31 306 72 2870 38217 341 109 127 201 178
internal_value=0 -358.29 -1350.86 -3673.61 -14898.2 -2601.79 -20212.9 28888.4 -48827.4 79999.1 120853 53247.4 69613 325996 17329.7 -418.406 -3420.06 -35990.5 -45568.7 -13449.2 -562.304 -23497.6 -58882.4 -16418.2 -185.521 18183.3 50517.8 101288 -74415.7 -105971
internal_weight=0 600644 329935 94510 8238 86272 7642 2185 1461 403 243 596 510 43 1782 235425 84087 1193 1050 6181 2708 3473 579 2894 40442 2225 577 236 507 268
internal_count=4318164 600644 329935 94510 8238 86272 7642 2185 1461 403 243 596 510 43 1782 235425 84087 1193 1050 6181 2708 3473 579 2894 40442 2225 577 236 507 268
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 5 0 0 3 3 3 3 6 4 0 3 5 3 5 5 1 0 1 0 0 5 0 5 3 5
split_gain=9.31086e+12 8.58722e+13 6.80898e+13 1.42019e+14 6.05242e+13 1.16256e+14 9.57548e+13 8.41149e+13 2.9882e+14 1.46562e+14 1.68234e+14 1.05125e+14 1.03467e+14 9.23535e+13 9.12049e+13 7.31615e+13 6.87758e+13 6.24873e+13 6.8017e+13 5.93322e+13 5.61923e+13 1.89774e+14 1.09994e+14 9.43169e+13 1.93736e+14 9.72734e+13 1.50714e+14 1.46356e+14 1.48381e+14 1.81507e+14
threshold=39.694727950000008 39.714575750000009 63.563300600000012 33.101335500000005 39.704585000000002 66.040000000000006 47.208883950000008 47.222459950000008 7.5000000000000009 14.500000000000002 12.500000000000002 10.500000000000002 1.5000000000000002 1.5000000000000002 47.208883950000008 10.500000000000002 123.15000000000002 18.500000000000004 61.845000000000006 79.010000000000005 39.718803500000007 43.592450450000008 39.739656000000004 47.208883950000008 47.236539400000005 47.005000000000003 44.226894250000008 123.15000000000002 4.5000000000000009 52.710000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 7 6 15 8 19 10 11 12 -10 -12 17 -6 -14 18 -11 -2 21 -3 23 25 -25 -22 27 28 29 -27
right_child=1 20 3 -5 5 -7 -8 -9 9 14 13 -13 16 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-154.13408116835922 -7553.5423742684452 116342.80011534202 12003.132343949663 -46468.458256149293 -7644.2259852393681 28834.736143105933 8661.8048496412321 -2585.2545903046553 225165.96329941862 -92190.910365513409 69142.029717339421 9375.9450140321605 45903.157817036401 170582.49476038758 35002.736410545411 -65343.185127219469 209873.61547480995 -187391.25625000001 115324.6652676669 -68828.85738676264 -6192.6385247986082 -6325.9220751687944 19.878967405785499 26227.659651786795 2977.8340930322593 -30631.659387207033 -26767.950871371693 -52977.337352605784 10522.959765982447 74661.140024585504
leaf_weight=1808696 1408 127 752 928 1094 2625 12158 13067 43 56 180 515 296 179 133 275 28 40 22 178 9396 18114 2423382 5671 9739 208 1078 322 6685 769
leaf_count=1808696 1408 127 752 928 1094 2625 12158 13067 43 56 180 515 296 179 133 275 28 40 22 178 9396 18114 2423382 5671 9739 208 1078 322 6685 769
internal_value=0 124.763 -172.825 -20295.5 5247.84 9575.86 5838.55 917.937 15790 47914.6 62010 38519.9 79416.7 119721 -21776.2 -19234.6 60073.4 -85772.9 -33660.9 -14430.6 57.9233 -5471.86 98.9728 5758.43 11534 936.636 8328.68 13067.4 15843 52244.7
internal_weight=0 2.50779e+06 1.81038e+06 1680 32297 16152 13527 16145 3078 1492 1241 882 367 359 251 1369 324 118 78 1586 2.47549e+06 18241 2.45725e+06 33868 15410 18458 9062 7984 7662 977
internal_count=4318164 2507788 1810376 1680 32297 16152 13527 16145 3078 1492 1241 882 367 359 251 1369 324 118 78 1586 2475491 18241 2457250 33868 15410 18458 9062 7984 7662 977
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=0 1 5 4 0 1 1 5 3 3 6 3 5 5 3 3 6 1 1 3 3 3 5 3 4 1 2 2 2 5
split_gain=9.03523e+12 3.69835e+13 4.21769e+13 3.98253e+13 2.95866e+13 1.84516e+14 1.78837e+14 1.7376e+14 1.70096e+14 1.49606e+14 3.23413e+14 1.41971e+14 1.4121e+14 1.16188e+14 9.65554e+13 9.06809e+13 8.5286e+13 9.1812e+13 7.86943e+13 1.67201e+14 1.29874e+14 7.15192e+13 8.80842e+13 7.13417e+13 8.65018e+13 6.45667e+13 6.3226e+13 1.0829e+14 6.27897e+13 7.34713e+13
threshold=60.693675950000006 33.101335500000005 81.00500000000001 2.5000000000000004 60.063729500000008 30.207352000000004 30.410108300000001 107.05000000000001 26.500000000000004 5.5000000000000009 1.5000000000000002 4.5000000000000009 63.455000000000005 86.02500000000002 7.5000000000000009 11.500000000000002 1.5000000000000002 30.323743050000001 30.578016350000002 9.5000000000000018 4.5000000000000009 2.5000000000000004 48.035000000000004 7.5000000000000009 2.5000000000000004 30.226173900000003 12.500000000000002 14.500000000000002 10.500000000000002 81.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 7 8 9 13 10 11 -6 -11 15 -15 16 -7 25 20 -20 21 -8 -23 24 -14 -18 28 -28 29 -25
right_child=1 3 -4 -5 5 6 18 -9 -10 12 -12 -13 23 14 -16 -17 17 -19 19 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-1.3385983561390882 -5747.3402865355238 142.79669931833118 -51065.079962102209 6000.9093910507054 -62037.247023168107 -86194.537413684011 -28813.657210824153 197522.14681490386 10276.706381140768 16600.853348127348 -17690.340216605608 184713.09385504201 284632.10750868055 64971.481571320561 -126264.94516436972 -14987.279193582201 -45999.059814340879 -68907.398626561102 -29419.060041718287 178444.8160227706 7227.0732641925997 38296.240920073411 128977.41216924466 86604.030299021411 69671.10920472756 3018.6633741831884 324349.45078125002 37186.699124461207 -96609.686689814829 -41535.461122159089
leaf_weight=4243385 3545 39367 218 16456 29 338 70 52 1763 1023 1720 119 36 31 178 4908 435 454 689 41 1759 232 199 240 39 703 24 29 27 55
leaf_count=4243385 3545 39367 218 16456 29 338 70 52 1763 1023 1720 119 36 31 178 4908 435 454 689 41 1759 232 199 240 39 703 24 29 27 55
internal_value=0 1222.87 -8372.71 1869.7 -17.1104 -4422.15 -10331.6 16129.4 -17503.5 13306.2 -5484.8 136363 37136.1 -24453.5 -97899.7 -22208.7 -40572.6 -30886.6 10800.4 -17744.5 20020.7 64938.7 80165.3 83819.5 172852 -15718.3 66013 167223 49354.2 62713.6
internal_weight=0 59586 3763 55823 4.25858e+06 15193 11800 3393 8810 3341 1868 148 1473 7047 209 6838 1930 1592 2990 730 2260 501 431 450 75 1138 375 53 322 295
internal_count=4318164 59586 3763 55823 4258578 15193 11800 3393 8810 3341 1868 148 1473 7047 209 6838 1930 1592 2990 730 2260 501 431 450 75 1138 375 53 322 295
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=3 0 0 0 3 0 5 1 0 1 3 5 0 0 5 4 1 3 2 0 2 2 3 1 2 5 4 5 6 1
split_gain=8.59069e+12 2.33984e+13 2.65889e+13 4.07557e+13 4.75819e+13 8.49595e+13 4.72642e+13 4.02768e+13 3.44637e+13 1.61488e+14 7.99822e+13 8.32897e+13 7.90026e+13 4.62822e+13 4.07321e+13 4.05411e+13 3.39976e+13 2.97691e+13 4.39213e+13 3.81198e+13 9.54816e+13 1.97351e+14 4.85953e+13 6.37596e+13 3.08694e+13 4.45271e+13 2.94326e+13 3.43536e+13 2.85988e+13 2.85327e+13
threshold=31.500000000000004 55.695992150000002 55.801980100000009 55.795550600000006 33.500000000000007 55.719391050000006 95.020000000000024 37.542000650000013 55.751981950000008 37.542000650000013 32.500000000000007 38.905000000000008 55.755036050000008 55.769960200000007 76.730000000000018 2.5000000000000004 37.362912300000012 36.500000000000007 34.500000000000007 55.769960200000007 10.500000000000002 12.500000000000002 37.500000000000007 37.516458750000005 16.500000000000004 61.405000000000008 2.5000000000000004 79.010000000000005 1.5000000000000002 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 28 26 13 12 -12 -11 -10 -14 -13 -6 -18 19 22 -21 -22 23 -19 25 -24 29 -28 -5 -7
right_child=1 2 -4 7 16 8 -8 -9 9 10 11 15 14 -15 -16 -17 17 18 -20 20 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=10.734257938166715 3304.5920537445127 -82698.308702168375 -1152.3025952106793 20643.416423233695 -63920.777782076322 4561.2398188904708 33306.010384908535 -151302.26969696971 42765.841038335755 86368.953787530641 -8398.3665442425281 -217577.77010498047 -75695.945698660726 209813.23020833335 17534.611981201171 -76693.972096354162 29455.339531915841 2762.7975423177086 94393.888314494689 122898.85646551725 -345551.81413043477 -29638.113990469861 -77086.235630580355 180245.98046595984 15924.98179434317 1388.8393052045039 -48564.871665201827 8023.3353854790421 -56523.932960838603 -21514.384947058588
leaf_weight=4293298 6497 245 12751 69 65 1973 41 33 43 51 46 64 175 27 64 30 517 48 47 29 23 141 112 35 378 204 300 167 158 533
leaf_count=4293298 6497 245 12751 69 65 1973 41 33 43 51 46 64 175 27 64 30 517 48 47 29 23 141 112 35 378 204 300 167 158 533
internal_value=0 -1853.35 -3677.68 -9409.45 -7533.21 -13679.4 -66068.3 -48074.5 -9365.22 -33656 -56585.8 -118658 -26619.9 107198 -50730.4 -172615 6915.58 9917.12 -15.2947 -4589.76 -44365.8 -73943.1 5290.26 77605.1 -3358.35 -26425.1 -5279.99 -28328.8 -33067.8 -984.773
internal_weight=0 24866 18369 5618 5358 3759 286 260 3473 500 430 140 290 70 239 94 1599 1534 1017 970 193 164 777 83 694 316 2973 467 227 2506
internal_count=4318164 24866 18369 5618 5358 3759 286 260 3473 500 430 140 290 70 239 94 1599 1534 1017 970 193 164 777 83 694 316 2973 467 227 2506
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=5 2 1 0 0 1 0 2 4 1 6 1 0 4 1 2 6 0 1 2 1 1 1 5 4 0 3 1 1 2
split_gain=8.60892e+12 2.17087e+13 4.90782e+13 9.7879e+13 1.25092e+14 1.14368e+14 5.58624e+13 6.55525e+13 5.58191e+13 4.32506e+13 4.66184e+13 5.68098e+13 3.4559e+13 8.34691e+13 6.32983e+13 5.71488e+13 4.83096e+13 4.82966e+13 3.9179e+13 3.67746e+13 7.3141e+13 6.70708e+13 6.66376e+13 4.95018e+13 3.46894e+13 3.28939e+13 7.26297e+13 8.83037e+13 6.11015e+13 6.04011e+13
threshold=177.02500000000003 8.5000000000000018 49.177301950000007 50.565831500000009 51.67657710000001 39.863684800000009 55.74310830000001 15.500000000000002 4.5000000000000009 103.85249100000001 1.5000000000000002 82.902675200000019 44.678200800000006 4.5000000000000009 47.473138800000008 14.500000000000002 1.5000000000000002 45.063245200000004 39.704585000000002 12.500000000000002 39.047276750000002 38.92948375000001 38.984911950000004 225.45000000000002 4.5000000000000009 56.838612000000005 15.500000000000002 82.926290250000008 55.912026600000011 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 -5 6 7 -6 -7 10 11 -4 13 14 15 -3 -15 19 -19 20 22 23 24 -21 -14 26 28 29 -12 -28
right_child=1 2 9 4 5 8 -8 -9 -10 -11 25 -13 17 16 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.2831988121023716 456.47026131166444 -77318.801133307861 78364.485581893154 193848.97202380953 -10018.79023358745 178773.16686383929 37486.073523741885 -207690.33641304349 35036.206321022728 111109.12148437501 -85732.291319444455 -65469.88021689967 145940.27044642856 -45608.496739130438 149587.22806249998 94287.317013888896 -248421.72740885417 -55999.842064144745 59135.069407894742 -217111.18126953125 -64336.345010080644 31824.787614829642 246250.28206018519 -9542.2142939814821 19460.610855263159 -72052.168626354585 -111772.50025337837 -132359.73143382353 58799.363668744991 37775.902251464846
leaf_weight=4309630 6615 69 99 63 62 70 154 23 44 29 36 38 35 23 25 27 24 133 38 20 31 263 27 27 57 124 37 85 156 100
leaf_count=4309630 6615 69 99 63 62 70 154 23 44 29 36 38 35 23 25 27 24 133 38 20 31 263 27 27 57 124 37 85 156 100
internal_value=0 3172.99 12537.1 24710.3 64045.7 40879.7 1568.25 -63506.4 123296 -8472.03 -13609.6 38468.8 4230.32 -36075.5 7854.88 -29054.6 -149173 14961.5 -30414.3 31829.5 72476.6 12161.5 108117 -97869.4 67577.9 -26871.2 -13338.7 -52290.9 31699.7 -2613.08
internal_weight=0 8534 1919 1215 416 353 239 85 114 704 675 137 799 168 121 96 47 631 171 460 150 310 119 47 92 538 414 222 192 137
internal_count=4318164 8534 1919 1215 416 353 239 85 114 704 675 137 799 168 121 96 47 631 171 460 150 310 119 47 92 538 414 222 192 137
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 0 3 1 3 0 1 3 1 0 0 0 2 5 3 1 1 0 5 2 1 0 0 5 0 3
split_gain=8.57237e+12 3.3785e+13 1.29436e+14 1.3808e+14 1.19154e+14 9.83347e+13 1.02294e+14 8.82534e+13 1.7864e+14 9.35413e+13 9.38656e+13 6.93424e+13 6.9627e+13 8.89071e+13 6.61802e+13 9.2245e+13 1.0122e+14 1.14585e+14 7.49565e+13 6.5106e+13 9.62341e+13 7.1826e+13 6.40054e+13 6.07876e+13 5.93834e+13 5.48302e+13 1.03009e+14 5.42742e+13 5.48089e+13 1.07571e+14
threshold=102.01000000000001 49.177301950000007 49.073956850000009 5.5000000000000009 49.323301500000007 55.793358600000012 14.500000000000002 49.236330900000006 8.5000000000000018 55.74310830000001 49.201680550000006 3.5000000000000004 49.148175700000003 55.793358600000012 55.762622900000004 55.793358600000012 5.5000000000000009 116.06000000000002 10.500000000000002 50.158868250000005 52.307266200000008 53.145783300000012 177.02500000000003 1.5000000000000002 49.201680550000006 55.601678500000013 55.619594000000006 105.35000000000001 53.204054050000003 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 7 -7 8 -3 10 -10 -4 13 -13 18 16 -16 -18 -5 21 25 -6 -9 -23 -11 -21 -27 -25 29 -29
right_child=1 4 3 14 19 6 -8 22 9 24 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 23 -24 27 -26 26 -28 28 -30 -31
leaf_value=22.613234845246833 -362.09132904282262 125898.26435448232 197003.78738839287 -50192.033680050874 -85836.422501199297 -106737.05917246778 71103.522022804056 -40591.895625355326 -84103.945486111115 -1761.7181072443182 138228.0989883423 128338.13660942414 -96367.389603365387 26747.093216445603 7033.9999247174455 20352.942609765694 8247.324725274726 -136513.14628478559 98623.278711551699 -12698.679829976098 -1886.443133696084 -83605.052690972225 -159898.0680372807 -34679.840463069995 -74433.124525305713 -234082.76020833335 -43325.389421610438 51317.713517159602 4193.7795653275371 252482.38356584823
leaf_weight=4209727 62990 99 42 43 57 257 37 213 27 220 64 159 26 188 347 1451 91 137 159 804 39272 45 57 98 230 30 502 525 239 28
leaf_count=4209727 62990 99 42 43 57 257 37 213 27 220 64 159 26 188 347 1451 91 137 159 804 39272 45 57 98 230 30 502 525 239 28
internal_value=0 -877.888 547.57 22227.3 -3063.6 -34076.7 -84355.8 -17832.7 2394.57 -20205.9 72261.4 75187.5 61471 73297.5 12362.6 6920.59 -26975.6 -78735.9 66944.8 -2166.01 -2784.33 23145.3 -65778.8 29789.1 -38904.9 -29177.8 -54082.4 35522.5 44209.1 61503.3
internal_weight=0 108437 65633 2643 42804 1204 294 910 640 541 91 415 373 347 2228 2026 575 228 202 41600 40608 992 270 935 450 1336 532 890 792 553
internal_count=4318164 108437 65633 2643 42804 1204 294 910 640 541 91 415 373 347 2228 2026 575 228 202 41600 40608 992 270 935 450 1336 532 890 792 553
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=0 0 1 0 5 0 3 3 2 3 5 5 2 3 6 5 5 1 3 2 3 0 1 1 1 1 1 6 5 0
split_gain=8.57347e+12 7.36604e+13 1.58944e+14 1.20077e+14 1.00336e+14 1.3156e+14 1.15893e+14 1.1335e+14 1.71417e+14 1.44673e+14 1.3315e+14 1.23175e+14 1.17871e+14 9.51497e+13 1.28274e+14 9.49399e+13 1.13847e+14 8.66606e+13 8.64198e+13 1.17208e+14 1.151e+14 1.04805e+14 2.66983e+14 2.30396e+14 1.70548e+14 2.98386e+14 3.17994e+14 3.61082e+14 1.68993e+14 1.79959e+14
threshold=54.978840000000005 55.002082750000007 82.907204800000002 54.986619450000006 76.730000000000018 54.986619450000006 2.5000000000000004 10.500000000000002 9.5000000000000018 8.5000000000000018 161.85000000000002 90.015000000000015 12.500000000000002 19.500000000000004 1.5000000000000002 100.05000000000001 177.02500000000003 82.911991800000024 8.5000000000000018 8.5000000000000018 9.5000000000000018 55.551692500000009 39.007683500000006 60.837513500000007 39.787929450000007 38.633372000000001 38.096381250000007 1.5000000000000002 31.795000000000005 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 9 10 11 -6 -9 14 -8 -5 -17 -15 19 -3 21 22 -20 -24 25 26 28 -28 -23 -30
right_child=1 18 4 15 7 6 13 12 -10 -11 -12 -13 -14 17 -16 16 -18 -19 20 -21 -22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=-186.45519274625724 8048.0052628117701 962.7310282486593 -10473.104916508622 -2969.5956086642091 -5211.1078598646127 -35988.444070141464 37368.128200443658 -155.43648277624129 -101053.88882515824 74370.167761517267 -103474.2027529762 87633.631356837621 48376.853507015534 -44925.260226702012 11379.028389172154 -38152.846776172599 156205.31905241936 4173.5783360967944 15436.182087394282 -63066.649639423078 47.067708825088204 5970.5507925206484 -25143.838746869413 411.44228759702105 -665.86770162005405 -22754.325584652466 153611.93890263984 13042.450712936465 -11863.963032493955 -3227.3776786906396
leaf_weight=1569659 11325 747489 3767 26862 367 531 2367 2257 79 979 84 234 643 385 9608 1084 31 5424 11529 286 1565336 11643 3755 58325 168289 9307 188 6526 40828 58977
leaf_count=1569659 11325 747489 3767 26862 367 531 2367 2257 79 979 84 234 643 385 9608 1084 31 5424 11529 286 1565336 11643 3755 58325 168289 9307 188 6526 40828 58977
internal_value=0 106.484 3406.2 -639.686 9356.1 6546.48 10047 22718.6 42872.7 49705.7 14455.4 30938.1 10605.3 11421.6 16516.1 -4156.44 -32749.2 919.481 25.264 938.242 -327.608 -1915.44 1461.04 -1134.31 -2755.79 -5514.97 -4157.12 16978.6 -5430.41 -6760.41
internal_weight=0 2.7485e+06 66027 39302 26725 22082 18315 4643 1743 1664 685 601 2900 17784 11975 27977 1115 5809 2.68248e+06 747775 1.9347e+06 369367 73609 62080 295758 127469 118162 6714 111448 99805
internal_count=4318164 2748505 66027 39302 26725 22082 18315 4643 1743 1664 685 601 2900 17784 11975 27977 1115 5809 2682478 747775 1934703 369367 73609 62080 295758 127469 118162 6714 111448 99805
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 6 6 3 0 0 0 3 3 0 0 3 3 2 5 6 0 1 3 3 5 0 1 3 3 0
split_gain=9.25744e+12 1.66582e+14 1.62162e+14 2.78502e+14 4.22587e+14 4.49529e+14 2.51399e+14 2.18939e+14 1.87047e+14 1.03755e+15 1.78816e+14 2.3459e+14 3.37793e+14 1.61042e+14 3.2846e+14 2.06603e+14 1.89386e+14 1.41834e+14 1.40834e+14 1.52049e+14 1.22708e+14 1.22025e+14 1.08341e+14 1.06409e+14 1.00264e+14 9.54177e+13 1.10876e+14 1.35029e+14 9.54388e+13 8.57549e+13
threshold=82.91993380000001 82.926290250000008 82.902675200000019 55.020029900000004 55.030402950000003 1.5000000000000002 1.5000000000000002 25.500000000000004 55.099723300000008 55.110554300000004 55.120365700000008 23.500000000000004 17.500000000000004 55.02863030000001 55.039751500000008 24.500000000000004 9.5000000000000018 4.5000000000000009 125.85000000000001 1.5000000000000002 55.025681450000008 82.911991800000024 24.500000000000004 21.500000000000004 72.705000000000013 55.07108800000001 82.911991800000024 13.500000000000002 9.5000000000000018 55.061033200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 7 5 20 10 18 -8 -10 11 12 25 16 -15 -16 -2 -7 19 -4 -5 -14 -13 24 -18 26 27 -6 -28 -23
right_child=1 -3 3 4 6 17 8 -9 9 -11 -12 22 21 14 15 -17 23 -19 -20 -21 -22 29 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-8.812844752420153 -3807.597037506715 -107.6426191533848 10831.178260520701 222083.59754098361 24357.038583824491 83427.409562209417 2194.0068131149396 -53593.036006445989 255849.10997496545 -42405.63968565406 -22692.20142676312 -95247.21026953125 79011.519319618965 85149.96958679735 -279.00520615147701 -129727.64068036417 -29642.145822545353 21529.759532466051 126696.41793283046 -6371.6056741024149 507512.99000000005 67279.341413537783 11465.810230560382 15432.454506771122 -71941.643382015565 63366.807163308797 -52763.509815979007 -43324.428913832722 78944.4349140868 201910.76446040373
leaf_weight=3344916 4995 907402 7618 61 962 699 18253 797 181 328 644 100 766 456 4225 127 4185 787 87 15782 20 67 1957 452 647 608 64 425 392 161
leaf_count=3344916 4995 907402 7618 61 962 699 18253 797 181 328 644 100 766 456 4225 127 4185 787 87 15782 20 67 1957 452 647 608 64 425 392 161
internal_value=0 -280.917 76.3156 5686.11 12780.2 63150.6 9611.37 -2048.09 3861.36 63653.5 27164.5 33000.2 48955.9 -10702.5 4403.95 -4056.57 -17768.5 50645.8 -298.981 -771.144 292560 98126.9 6278.01 -30965.8 -35306 29014.7 17682 3618.3 60459.1 162348
internal_weight=0 922489 3.39568e+06 50759 26475 1567 24908 24284 18762 509 6146 5502 3445 15087 4808 4352 10279 1486 23487 23400 81 994 2057 5284 4832 2451 1843 1387 456 228
internal_count=4318164 922489 3395675 50759 26475 1567 24908 24284 18762 509 6146 5502 3445 15087 4808 4352 10279 1486 23487 23400 81 994 2057 5284 4832 2451 1843 1387 456 228
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=5 4 6 0 1 1 2 2 1 1 3 5 4 0 1 3 0 1 1 0 3 1 1 3 1 1 0 0 4 0
split_gain=8.62061e+12 7.27147e+13 4.05393e+13 4.23649e+13 3.84974e+13 3.73674e+13 3.50211e+13 2.98748e+13 3.08634e+13 3.43904e+13 2.85989e+13 2.64669e+13 4.80818e+13 4.0366e+13 1.25233e+14 4.02586e+13 3.11706e+13 4.91558e+13 1.07549e+14 4.15418e+13 6.26019e+13 2.67941e+13 6.37596e+13 2.28405e+13 2.957e+13 2.24994e+13 2.03473e+13 2.25208e+13 2.00802e+13 8.19125e+13
threshold=16.850000000000005 1.0000000180025095e-35 1.5000000000000002 59.609407350000005 65.480823400000006 37.752451500000006 1.5000000000000002 1.5000000000000002 30.362552800000003 30.315880100000005 4.5000000000000009 13.050000000000002 1.5000000000000002 44.039893800000009 40.247294600000011 5.5000000000000009 55.518428350000008 37.328003200000005 37.752451500000006 55.899899800000007 8.5000000000000018 37.642309100000013 37.542000650000013 11.500000000000002 39.694727950000008 37.642309100000013 55.87722990000001 55.576287050000012 2.5000000000000004 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 11 6 10 -5 9 -9 -1 12 15 14 -14 -4 23 -18 19 20 -19 22 -22 -15 -25 -8 27 -12 -13 -30
right_child=-2 2 3 7 -6 -7 25 8 -10 -11 26 28 13 16 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=19127.196873229797 9.9023187350498389 27156.920541591229 8949.5924756039039 -12019.48554802842 -8602.4977235857641 -690.83177309412622 -21469.720990690541 50557.604512593287 27173.499667593151 175274.1640625 -40526.724028343677 -7302.7395532251239 111294.3745347434 -8287.0869925478164 -25246.029858846923 37199.473837619356 -55990.984723369897 253055.1681573276 2202.2752756729315 4688.6238439611489 125237.86581456801 168886.78363850911 -99779.088530273439 -64945.331871081311 27003.30131944445 -55471.68472672459 -28008.238805162589 -6769.6591766265019 203143.94237351191 -72969.930823863644
leaf_weight=331 4297058 685 1291 127 3120 4029 1011 67 286 33 209 1732 123 1284 148 828 104 29 806 37 34 24 20 157 45 241 629 3633 21 22
leaf_count=331 4297058 685 1291 127 3120 4029 1011 67 286 33 209 1732 123 1284 148 828 104 29 806 37 34 24 20 157 45 241 629 3633 21 22
internal_value=0 -2016.05 3597.7 2036.65 573.881 -8153.16 -13119.4 30051.8 43893.9 91714.1 -9235.81 4843.87 8613.76 39.3975 36726.2 19988.2 -3874.82 9278.78 16424.1 96026.9 127611 80971.6 41898.3 -13204.5 -44461.7 -28014.8 -11335.6 -8606 -5626.85 61876.4
internal_weight=0 21106 11023 10338 9825 10083 6054 513 386 100 4802 6705 4930 2811 271 2119 2540 1054 950 144 107 78 54 1486 202 1252 4471 3842 1775 43
internal_count=4318164 21106 11023 10338 9825 10083 6054 513 386 100 4802 6705 4930 2811 271 2119 2540 1054 950 144 107 78 54 1486 202 1252 4471 3842 1775 43
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 3 1 5 1 1 1 6 3 3 5 1 5 3 2 3 5 5 5 3 1 5 1 1 5
split_gain=8.58801e+12 1.25085e+14 7.14547e+14 6.24646e+14 5.18479e+14 3.59741e+14 4.67011e+14 2.54758e+14 2.39164e+14 1.74141e+14 1.26817e+14 3.76364e+14 3.38111e+14 3.18508e+14 2.49854e+14 2.0277e+14 1.71289e+14 1.32243e+14 1.19175e+14 1.12036e+14 8.97221e+13 7.21835e+13 6.89875e+13 1.14538e+14 6.8717e+13 8.64101e+13 6.54635e+13 6.5378e+13 9.56795e+13 8.45501e+13
threshold=55.708120100000009 55.701368300000006 37.487839250000007 37.620907050000007 37.889331900000009 37.362912300000012 27.500000000000004 37.944765900000007 75.750000000000014 37.503486000000002 37.869926150000005 37.752451500000006 1.5000000000000002 21.500000000000004 13.500000000000002 63.455000000000005 37.66934650000001 50.805000000000007 7.5000000000000009 9.5000000000000018 14.500000000000002 74.610000000000014 66.990000000000023 52.710000000000008 11.500000000000002 37.559851850000008 101.05000000000001 37.998366300000008 49.111504200000006 57.705000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 9 10 8 -7 -6 -3 -4 11 12 13 15 -13 20 -14 -16 -10 -11 -5 -12 23 -18 -21 -26 -20 29 -29 -9
right_child=-2 2 3 4 7 6 -8 27 18 19 21 14 16 -15 17 -17 22 -19 26 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-58.884862863517498 173.336231603209 -21255.181420923429 244898.52850446428 68805.419702888263 34196.530794947619 -135596.32052629284 167304.08483664773 -260.44051358019226 89404.746625000014 60390.972851838305 -34410.320095147617 -462.53537204654913 -132055.3634527571 -221557.98924278846 31375.864699510596 130367.37350162369 -31566.8837172327 146809.87459267621 -106220.87999989209 341379.46964285715 -30280.793629327127 -86851.600505514711 20732.697039062503 -134962.92214226976 299181.38690476189 51708.135864825585 -215808.87628205132 -71197.393205202345 -7541.9450448096459 57967.244449537633
leaf_weight=2581548 1719888 2076 70 132 3424 683 55 1643 25 509 2860 741 361 52 174 166 363 231 181 21 297 289 125 152 21 43 78 285 1377 294
leaf_count=2581548 1719888 2076 70 132 3424 683 55 1643 25 509 2860 741 361 52 174 166 363 231 181 21 297 289 125 152 21 43 78 285 1377 294
internal_value=0 -114.737 -8734.15 1119.26 -3725.26 -52085.3 -113022 14669.9 -33029.5 95718.6 -25463.3 -9955.23 -40561.1 15778.8 34057.4 36520.8 -76976.6 97216 -119098 78138.4 207.272 -39223.1 -45908.7 -62083.8 184414 132910 -139224 -3907.21 -18457.6 8577.42
internal_weight=0 2.59828e+06 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 595 1001 405 284 594 429 3149 640 515 85 64 259 3599 1662 1937
internal_count=4318164 2598276 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 595 1001 405 284 594 429 3149 640 515 85 64 259 3599 1662 1937
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=1 5 0 0 0 1 1 0 3 3 1 0 2 5 0 0 5 3 5 3 5 3 4 5 4 5 5 4 3 5
split_gain=8.31092e+12 2.43938e+13 3.74817e+13 3.54092e+13 7.14836e+13 3.5097e+13 2.74814e+13 3.78635e+13 2.75926e+13 3.97835e+13 2.72836e+13 5.74055e+13 5.30288e+13 3.9918e+13 3.6872e+13 5.41678e+13 3.13245e+13 3.07858e+13 2.98667e+13 3.52611e+13 5.53308e+13 4.26634e+13 4.88219e+13 4.10251e+13 3.79334e+13 3.1195e+13 3.00964e+13 2.79815e+13 4.28632e+13 7.09673e+13
threshold=91.398302750000013 46.010000000000012 56.197733450000008 57.057093650000006 56.831297550000009 91.910414550000013 92.896330950000007 56.301440000000007 6.5000000000000009 16.500000000000004 104.38035940000002 52.485928400000006 9.5000000000000018 132.05000000000004 51.67657710000001 51.83362145000001 161.85000000000002 24.500000000000004 80.00500000000001 5.5000000000000009 102.01000000000001 8.5000000000000018 3.5000000000000004 104.75000000000001 3.5000000000000004 93.00500000000001 89.00500000000001 1.5000000000000002 14.500000000000002 55.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 10 4 6 -2 8 -8 -4 -10 11 12 14 -14 -3 -16 18 -13 -17 20 -20 22 26 25 -25 -23 -21 28 29 -12
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 27 17 13 -15 15 16 -18 -19 19 21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-25.581670253297343 6675.3676595511615 -71423.849088541669 -89125.370738636368 2212.4430619150921 -96541.33922041225 -1467.2825222438782 -22976.243104972033 -3351.5134379675528 53533.164086273202 -20695.082745307314 12752.706039840405 3330.6769653724036 38847.354730709158 182883.28578125002 48220.150061068067 5046.8926875124489 -61174.163436889648 -11724.253431514464 27080.376380862046 156562.45258556548 -76400.941758897578 34962.742848684713 221687.51129807692 148517.18583984376 -5458.0018229166672 -34252.064383223682 9942.5183768136176 355.66256199621 -61262.329868804431 -67977.351199727666
leaf_weight=4176165 5833 54 22 4517 94 57227 1563 2650 200 113 467 43569 507 20 371 3040 64 1402 183 21 72 207 26 48 24 95 42 19243 183 142
leaf_count=4176165 5833 54 22 4517 94 57227 1563 2650 200 113 467 43569 507 20 371 3040 64 1402 183 21 72 207 26 48 24 95 42 19243 183 142
internal_value=0 752.352 1923.81 -4090.77 -10224.2 -714.094 -8440.2 -10632.2 19126.4 26735.1 2713.26 3968.15 14394.4 44313.6 10681.8 11739.2 8197.98 2861.33 9379.42 27723.2 -2137.88 44169.4 106396 29361.4 97192.1 13189.9 58815.8 -402.509 -18823.6 -6071.05
internal_weight=0 141999 78939 9159 4642 63060 4548 4213 335 313 69780 49745 4774 527 4247 4193 3822 44971 3758 718 255 463 89 374 72 302 63 20035 792 609
internal_count=4318164 141999 78939 9159 4642 63060 4548 4213 335 313 69780 49745 4774 527 4247 4193 3822 44971 3758 718 255 463 89 374 72 302 63 20035 792 609
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=1 1 2 5 2 5 0 0 1 0 0 1 0 5 0 1 3 3 0 6 3 0 5 4 3 0 0 1 3 3
split_gain=8.45504e+12 8.37927e+13 5.84119e+13 5.25436e+13 6.58169e+13 5.57406e+13 4.95185e+13 2.30296e+14 1.79751e+14 2.04075e+14 1.80617e+14 2.05707e+14 4.82742e+14 3.01333e+14 1.48264e+14 1.80822e+14 2.71407e+14 2.44864e+14 1.35214e+14 1.19574e+14 1.09772e+14 9.74145e+13 8.47615e+13 1.08808e+14 1.44511e+14 8.20188e+13 7.59942e+13 1.38026e+14 2.20727e+14 1.76199e+14
threshold=82.970752000000019 82.964402850000013 22.500000000000004 33.585000000000008 7.5000000000000009 161.85000000000002 54.943649450000002 54.811549550000009 83.140147550000009 54.934662400000008 54.934662400000008 83.093115700000013 54.864040150000001 93.00500000000001 54.920670650000005 83.053286850000021 10.500000000000002 9.5000000000000018 53.973051950000006 1.5000000000000002 17.500000000000004 54.194619400000008 54.410000000000004 2.5000000000000004 8.5000000000000018 54.864040150000001 54.978840000000005 82.981501350000016 9.5000000000000018 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 18 10 -10 11 14 13 22 15 -9 17 -17 -2 -18 -16 -20 -13 -24 -25 -21 -8 28 -28 -30
right_child=6 2 -4 4 5 -7 26 8 9 -11 -12 12 -14 -15 20 16 19 -19 21 25 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-5.2357908681968901 741.27737345471007 -3956.4507372016778 34906.476986048874 7363.392174215116 593.33094809158717 -138131.39105603448 -4253.2478139101922 -12521.276774942491 -22673.633849817677 54300.166814232805 -11720.486976278562 49813.270538725759 6553.8227170921791 308938.61841517861 18823.486984773263 23098.626211524228 47488.896991306785 -53358.471323216676 -53898.44024219596 47496.687793680831 -80551.029901825226 -7369.3153549187664 164235.49075168918 121203.55442708333 -16125.909777343752 188505.01440651633 -760.57182167713154 -813.48569998805237 36037.865449274272 7654.5137856662495
leaf_weight=3598076 126959 8593 591 32452 23570 29 57668 5762 436 1640 4066 725 2467 56 6821 1550 377 574 462 60 113 17266 185 198 125 132 13853 404326 3716 5316
leaf_count=3598076 126959 8593 591 32452 23570 29 57668 5762 436 1640 4066 725 2467 56 6821 1550 377 574 462 60 113 17266 185 198 125 132 13853 404326 3716 5316
internal_value=0 59.162 3611.06 3324.95 4441.24 422.857 -330.958 1137.76 9942.53 38134.2 7421.06 11486.3 32467.9 82064.6 6365.33 -2523.56 18867.8 2436.49 -401.058 80203.5 17204 -8581.89 71760.5 103083 68057.5 144440 -845.815 -385.855 7169.41 19332.2
internal_weight=0 3.66331e+06 65235 64644 56051 23599 654853 169974 25287 2076 23211 19145 3756 1289 15389 8455 2693 2124 144687 569 6934 17728 1233 508 323 192 484879 427211 22885 9032
internal_count=4318164 3663311 65235 64644 56051 23599 654853 169974 25287 2076 23211 19145 3756 1289 15389 8455 2693 2124 144687 569 6934 17728 1233 508 323 192 484879 427211 22885 9032
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 2 2 0 2 2 4 0 0 3 2 1 0 4 1 2 4 1 0 0 0 4 3 2 0 2
split_gain=8.47078e+12 1.40533e+13 3.61545e+13 1.31254e+13 4.62506e+13 2.30953e+13 2.23358e+13 2.40884e+13 2.00971e+13 1.85969e+13 1.67108e+13 1.59313e+13 4.20065e+13 3.20896e+13 3.21615e+13 2.81374e+13 2.73276e+13 4.44923e+13 2.08148e+13 1.95567e+13 1.80982e+13 2.94361e+13 1.5897e+13 8.54647e+13 7.12522e+13 3.07048e+13 5.64455e+13 4.21821e+13 3.87929e+13 1.00679e+14
threshold=225.45000000000002 114.17164950000002 113.46563545000002 30.434657650000002 30.388336800000001 1.5000000000000002 5.5000000000000009 54.725565150000001 2.5000000000000004 10.500000000000002 3.5000000000000004 56.863241500000008 56.782419000000012 3.5000000000000004 4.5000000000000009 60.479177250000006 57.157092150000004 2.5000000000000004 60.601268000000012 8.5000000000000018 2.5000000000000004 56.249874400000003 55.046835900000012 55.014086100000007 55.061033200000004 2.5000000000000004 4.5000000000000009 1.5000000000000002 56.054485600000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -8 -10 12 22 15 20 -13 19 -18 -14 -16 -15 -22 23 -5 -24 27 28 -26 -27 -30
right_child=1 -3 -4 11 -6 6 9 8 10 -11 -12 13 18 14 16 -17 17 -19 -20 -21 21 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-4.4023426472802063 -95939.524660326089 -51131.734327256949 130083.53955502718 3627.8801948394598 -142108.33093171296 -65908.542187500003 -111626.60159646739 -6239.581964285715 43667.470388454865 15539.534510869566 147739.91319444447 9399.4417317708339 -28632.319001116077 43674.018428330193 107875.21828125001 -107264.73577586208 35231.655190325801 -111367.74975717906 -139941.49743303572 -1194.6513356854839 186458.84598958335 50555.439797794126 167982.86960937502 -128389.14618750001 -35643.518860338881 106586.51083984376 -25825.309289825098 46392.387333774284 -141940.0916087963 142773.41788383151
leaf_weight=4313902 23 45 23 2547 27 20 23 35 36 23 27 72 42 84 35 29 47 37 28 31 30 34 30 50 77 64 356 337 27 23
leaf_count=4313902 23 45 23 2547 27 20 23 35 36 23 27 72 42 84 35 29 47 37 28 31 30 34 30 50 77 64 356 337 27 23
internal_value=0 4455.95 5049.13 4363.44 -19762.1 -2097.12 11063.7 34105.5 54516.5 -48043.5 88269.9 5660.64 3548.77 24614.6 41124.7 -24098.2 8492.53 -29341.9 -73156 56645.4 74197.8 114260 5078.06 1086.16 16420.5 11276.9 -6214.61 31134.5 55025.8 -10971.9
internal_weight=0 4262 4217 4194 214 187 164 118 98 46 63 3980 3581 399 298 101 150 84 70 66 148 64 3511 2597 914 884 470 414 114 50
internal_count=4318164 4262 4217 4194 214 187 164 118 98 46 63 3980 3581 399 298 101 150 84 70 66 148 64 3511 2597 914 884 470 414 114 50
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=5 0 0 5 3 3 0 0 3 3 2 0 0 5 2 0 2 1 1 3 1 2 3 5 1 3 5 3 3 2
split_gain=8.61954e+12 3.25766e+13 4.10982e+13 2.9667e+13 3.59424e+13 3.16085e+13 1.27823e+14 1.22765e+14 1.33992e+14 1.51037e+14 8.95014e+13 9.61524e+13 8.00187e+13 7.84822e+13 1.04382e+14 7.58985e+13 7.37853e+13 7.2854e+13 6.69008e+13 7.21154e+13 9.30639e+13 8.26212e+13 6.72432e+13 6.96298e+13 6.5046e+13 6.34092e+13 5.75363e+13 6.81253e+13 6.42258e+13 5.50885e+13
threshold=102.01000000000001 43.056445700000005 42.966471700000007 104.75000000000001 27.500000000000004 11.500000000000002 59.990816400000007 59.904813200000007 17.500000000000004 18.500000000000004 9.5000000000000018 45.013473000000012 59.950068600000009 118.33500000000002 3.5000000000000004 60.003414000000006 8.5000000000000018 30.468306550000005 30.207352000000004 24.500000000000004 30.259484550000003 14.500000000000002 21.500000000000004 120.05000000000001 30.207352000000004 22.500000000000004 109.05000000000001 13.500000000000002 12.500000000000002 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 10 7 -7 12 16 -5 -12 17 14 -14 24 -10 -9 -11 22 -21 -22 -20 25 -8 -24 27 -16 -28 -26
right_child=1 3 -4 5 -6 6 15 8 9 18 11 -13 13 -15 26 -17 -18 -19 19 20 21 -23 23 -25 29 -27 28 -29 -30 -31
leaf_value=22.675359574587038 -3185.8581120263734 -5758.6853327517229 18682.023860583275 -1476.1099063962672 -80926.048205566418 1609.6072133390371 29585.85824609375 87266.672874611802 -173770.50281883447 -135743.53058035715 -95368.670752935301 -16813.681937548139 -92472.140149238796 -8434.2126048009541 136121.38329741379 -15267.904586129098 6035.4066761363647 -68538.445825195318 6093.0377348188922 104498.95166330645 -231290.03255208337 -24310.216890914351 260839.28285984849 -2149.7112499999998 -116579.01118485823 89252.015272177421 -31250.126967592591 -53897.754489474828 134913.30275762649 38926.029987980772
leaf_weight=4209727 1586 10530 1876 52923 64 35930 50 483 74 28 174 1491 39 340 29 1876 33 32 165 31 30 54 33 45 184 62 27 54 168 26
leaf_count=4209727 1586 10530 1876 52923 64 35930 50 483 74 28 174 1491 39 340 29 1876 33 32 165 31 30 54 33 45 184 62 27 54 168 26
internal_value=0 -880.3 8663.98 -1195.06 -6212.78 -631.839 1511.57 2861.4 28904.8 -11572.5 -2194.32 -25023 48072.7 24938.6 60732.8 -22285.5 -118316 77585.6 13922.2 23899.9 -43582.5 -98231.6 49344.1 100318 -72919.9 148856 82225.6 12494.5 111906 -97326
internal_weight=0 108437 3462 104975 10594 94381 39793 37657 1727 555 54588 1665 1172 657 317 2136 107 515 448 420 115 84 305 140 260 95 278 83 195 210
internal_count=4318164 108437 3462 104975 10594 94381 39793 37657 1727 555 54588 1665 1172 657 317 2136 107 515 448 420 115 84 305 140 260 95 278 83 195 210
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=3 3 1 0 5 1 2 5 0 0 0 5 0 5 4 0 0 1 0 0 4 5 5 5 2 5 0 5 1 2
split_gain=8.04941e+12 2.31102e+13 1.62323e+14 1.58633e+14 2.16784e+14 1.55821e+14 1.38798e+14 1.41677e+14 2.421e+14 1.33224e+14 2.55566e+14 1.06493e+14 1.06436e+14 1.49853e+14 1.30666e+14 9.17806e+13 8.78275e+13 8.70509e+13 8.61801e+13 8.58518e+13 8.30153e+13 9.08631e+13 7.8471e+13 9.50902e+13 7.76898e+13 1.26903e+14 7.66505e+13 7.09281e+13 7.00294e+13 7.7674e+13
threshold=2.5000000000000004 4.5000000000000009 42.09605220000001 57.60800230000001 107.05000000000001 39.863684800000009 3.5000000000000004 50.410000000000004 44.678200800000006 44.893607100000004 44.874285750000006 47.005000000000003 59.609407350000005 71.00500000000001 2.5000000000000004 44.039893800000009 63.563300600000012 49.073956850000009 44.732363600000006 56.758269450000007 1.5000000000000002 35.985000000000007 132.05000000000004 109.05000000000001 1.5000000000000002 161.85000000000002 47.287300150000007 47.005000000000003 39.630124250000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 12 7 15 -9 10 18 -7 -5 27 22 28 -16 19 -6 -4 21 -17 23 -15 25 -19 -11 -14 -2 -30
right_child=1 -3 17 5 9 11 -8 8 -10 26 -12 -13 13 14 16 20 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=832.66866550119778 -52049.886936276285 37.703321308133908 -8333.4756960900395 -9777.9737067612714 5587.8854485851034 7194.7166442506341 -8918.9991925251834 30622.237439014014 3954.4761266162259 -66672.375727687846 311532.32106481487 37528.617411590843 7201.8601424423123 -36456.157711018968 2732.0999537752282 -1580.6801338805885 -174931.26880580359 1943.9697667934997 -165045.50972782259 -59618.2241510397 -5651.5942389717156 8120.060696629349 116653.1884765625 -199757.68403716217 -4029.47145581319 110073.49461725919 -26523.957724062559 22021.984977327018 8973.8479721463736 -15510.221804901135
leaf_weight=113057 405 3945856 23576 4129 655 2008 13913 3848 29520 722 27 2732 7244 983 4451 21128 28 25605 31 331 16282 17782 32 37 69646 109 1393 5827 1741 5066
leaf_count=113057 405 3945856 23576 4129 655 2008 13913 3848 29520 722 27 2732 7244 983 4451 21128 28 25605 31 331 16282 17782 32 37 69646 109 1393 5827 1741 5066
internal_value=0 -22.3868 -936.972 1372.7 -290.689 8185.44 414.131 1769.97 7029.8 -27627.4 9754.6 24678.3 4746.25 7970.13 -5827.52 -1042.5 1621.46 -3647.84 -2122.95 -9043.53 343.801 2852.59 -37542.3 -42379.8 -2295.13 2402.32 -40229.5 13808.6 -11651.6 -9248.03
internal_weight=0 4.20511e+06 259251 139984 112513 27471 109685 95772 33368 2828 713 4740 22731 18602 5531 62404 4479 119267 686 23907 55192 38910 1052 1020 95360 25714 2115 13071 7212 6807
internal_count=4318164 4205107 259251 139984 112513 27471 109685 95772 33368 2828 713 4740 22731 18602 5531 62404 4479 119267 686 23907 55192 38910 1052 1020 95360 25714 2115 13071 7212 6807
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 3 3 0 0 0 0 0 1 0 1 3 1 5 6 5 1 5 0 3 1 4 5 1
split_gain=8.62856e+12 7.05824e+13 2.0809e+14 4.23798e+14 6.42533e+14 4.54448e+14 4.20664e+14 3.31854e+14 3.79514e+14 3.26693e+14 3.1207e+14 4.92349e+14 5.19932e+14 4.28614e+14 3.8592e+14 6.51349e+14 3.78552e+14 3.34411e+14 3.16365e+14 3.11204e+14 3.04134e+14 2.75839e+14 2.67969e+14 2.3661e+14 2.24427e+14 2.04442e+14 2.38885e+14 2.16036e+14 1.95443e+14 2.51185e+14
threshold=36.546174950000008 37.39371280000001 55.946414150000003 56.009576300000013 55.993277250000013 24.500000000000004 37.275078000000001 16.500000000000004 17.500000000000004 55.975961550000008 55.657530000000008 55.299834250000011 55.535913550000011 51.369916400000001 37.275078000000001 55.628356700000005 37.214886200000009 6.5000000000000009 37.342273500000012 67.520000000000024 1.5000000000000002 86.810000000000016 37.362912300000012 65.905000000000015 55.975961550000008 22.500000000000004 37.362912300000012 1.0000000180025095e-35 41.810000000000009 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 6 7 23 20 -8 11 13 22 -2 -14 28 17 -12 -17 -6 24 -22 -13 -4 -9 26 -20 -28 -16 -30
right_child=1 -3 3 -5 19 -7 9 8 -10 -11 16 12 14 -15 15 18 -18 -19 25 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-397.40699131336237 1232.6021845303912 -40.812059222384335 52744.793389893362 -40.005950680678701 88339.069007009792 -54443.630573887436 -1906.9832840275822 102536.39074961722 108767.06414062501 -145790.85228474936 -1194.3902564143075 29559.434071861459 -8017.0708829929108 -32990.640179491726 -18677.612105114869 85361.487017570238 -810.50038219235944 -35248.054291361856 -27930.550199115121 264199.68215811969 -14970.641434687494 -225468.73105769232 86690.290895826998 132566.44705615981 -27815.96998292573 131574.71923934272 -42220.49153787364 52969.706181611691 19500.678307708535 -50678.183316278126
leaf_weight=484984 56702 3667889 1963 11809 719 731 886 405 375 192 4945 7365 10050 3912 2970 1562 41756 6918 695 117 1473 65 924 458 196 184 276 1751 5328 564
leaf_count=484984 56702 3667889 1963 11809 719 731 886 405 375 192 4945 7365 10050 3912 2970 1562 41756 6918 695 117 1473 65 924 458 196 184 276 1751 5328 564
internal_value=0 50.281 2071.68 11804.8 30258.1 20007.3 29058.3 41420.3 15972.8 -27533.8 778.234 4303.52 14408.7 -976.15 6779.42 17935.1 -5289.09 -21053 49066.6 112951 -295.425 -23866.9 35928 67845.3 60025.5 29557.9 22661.8 40008.4 2239.29 12782.9
internal_weight=0 3.83318e+06 165291 19389 7580 6744 6013 4935 2514 1078 145902 92283 31669 60614 23380 13330 53619 11863 4468 836 2139 1538 8289 2421 601 2906 2722 2027 8862 5892
internal_count=4318164 3833180 165291 19389 7580 6744 6013 4935 2514 1078 145902 92283 31669 60614 23380 13330 53619 11863 4468 836 2139 1538 8289 2421 601 2906 2722 2027 8862 5892
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=5 6 4 1 3 1 5 1 0 3 0 0 0 1 3 5 0 0 3 3 4 5 5 5 3 1 0 1 3 0
split_gain=8.42581e+12 4.33345e+13 2.04186e+14 8.03498e+13 1.3182e+14 1.04595e+14 9.0369e+13 7.78208e+13 7.31647e+13 7.27106e+13 6.54987e+13 1.02071e+14 6.98524e+13 6.65988e+13 6.58392e+13 6.09952e+13 5.90789e+13 5.61531e+13 5.48148e+13 1.45691e+14 8.3755e+13 1.00452e+14 1.50152e+14 7.42314e+13 5.39872e+13 5.09932e+13 7.48935e+13 1.62566e+14 1.31242e+14 3.26253e+14
threshold=42.005000000000003 1.5000000000000002 1.5000000000000002 38.891822450000006 23.500000000000004 38.233559750000005 38.210000000000008 37.475443250000005 55.826364100000013 8.5000000000000018 59.916647550000008 58.000519000000004 59.904813200000007 30.305955500000003 5.5000000000000009 35.305000000000007 43.592450450000008 63.563300600000012 14.500000000000002 11.500000000000002 1.0000000180025095e-35 32.005000000000003 30.990000000000006 31.010000000000002 16.500000000000004 83.001620750000015 57.60800230000001 30.451272450000005 9.5000000000000018 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 -4 15 10 11 -1 14 -14 -13 -6 18 -12 19 -11 -21 22 -22 -24 -5 26 -18 28 29 -28
right_child=-2 -3 3 24 8 -7 -8 -9 -10 16 17 12 13 -15 -16 -17 25 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-5781.6981147166225 -107.21765116448954 528.31296957076142 25894.336291299387 -1580.2634799905363 128359.44775390625 113300.3398967634 11080.764250070919 64154.307316411927 -19360.310528510203 1617.9803486535905 -26716.727022180079 21044.651671591575 216906.27759399416 33549.827291165864 -11398.196674610181 12592.31730219639 543.272859709979 48411.432514415923 -12441.171028645833 -7240.99910813935 49652.944976936502 63078.743955509541 403062.98063038796 170366.67521033657 14963.685785022877 -3020.9880231516663 8123.3479453948694 -11963.471986908968 381.7330611766422 -78072.252618606159
leaf_weight=33070 2717292 1109340 1522 5511 48 140 2217 817 1125 705 1895 2001 32 52 910 878 288905 105 414 98 47 249 29 26 3072 76201 1080 15969 53674 740
leaf_count=33070 2717292 1109340 1522 5511 48 140 2217 817 1125 705 1895 2001 32 52 910 878 288905 105 414 98 47 249 29 26 3072 76201 1080 15969 53674 740
internal_value=0 181.989 -599.629 10759.9 18925.5 28163 25546.8 39258.3 -2224.79 -965.319 -5157.55 -4180.71 13497 103400 10902.8 18593.2 -601.101 -22772.5 18774.9 29973.8 74496.7 97318.1 180902 293061 4341.09 -670.693 -173.716 -3072.3 -513.769 -26923.2
internal_weight=0 1.60087e+06 491532 15330 6747 4696 4556 2339 2051 476202 38065 36065 2995 84 2911 926 438137 2000 1568 1154 449 351 102 55 8583 436569 360368 71463 55494 1820
internal_count=4318164 1600872 491532 15330 6747 4696 4556 2339 2051 476202 38065 36065 2995 84 2911 926 438137 2000 1568 1154 449 351 102 55 8583 436569 360368 71463 55494 1820
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=3 0 0 5 0 1 1 1 0 3 1 1 0 1 3 5 0 4 3 3 2 0 5 5 3 3 5 1 1 1
split_gain=9.19408e+12 4.00295e+13 3.1011e+14 1.80102e+14 1.69805e+14 2.99035e+14 2.63793e+14 2.01992e+14 1.63828e+14 3.73434e+14 1.63489e+14 1.17642e+15 2.19518e+15 2.57032e+14 3.44861e+14 2.51361e+14 2.07502e+14 1.88418e+14 2.76941e+14 1.85243e+14 1.93541e+14 1.82133e+14 1.93759e+14 3.48983e+14 1.69917e+14 2.07036e+14 2.22626e+14 3.84679e+14 1.94851e+14 1.79613e+14
threshold=10.500000000000002 59.820733200000006 58.049540950000008 82.00500000000001 59.939091550000008 30.278357500000002 30.434657650000002 30.160599000000001 59.982527000000012 18.500000000000004 30.278357500000002 30.305955500000003 59.963407450000012 30.315880100000005 11.500000000000002 77.715000000000018 59.950068600000009 1.5000000000000002 11.500000000000002 17.500000000000004 11.500000000000002 59.950068600000009 63.855000000000011 58.995000000000012 17.500000000000004 12.500000000000002 61.405000000000008 30.259484550000003 30.259484550000003 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 8 -3 9 10 24 12 16 14 -13 -14 -12 -18 -19 -15 21 22 23 -21 25 29 -27 -28 -26 -6
right_child=1 4 3 -5 6 -7 -8 -9 -10 -11 11 13 15 19 -16 -17 17 18 -20 20 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=113.60452523129482 -230.05323977677287 5692.1144392896367 -11426.520241934195 -56426.234781003535 -64519.221649597341 6919.267092279063 -10428.344569379884 -14144.978414097441 2621.641465232442 -39438.164356704248 48018.552584402903 -246017.24078663794 369515.26609375002 -5864.9415550657486 114160.70694553292 -5594.4474184782612 -150945.06452623665 -97589.904758265402 -322331.10991924163 119924.47070252069 -44076.790802910989 7449.2178617187501 232062.33295990565 -222107.52928571426 -15379.350637143991 20019.937068942934 67836.81764965113 329823.80917008198 -266731.744140625 15574.092994696997
leaf_weight=2688514 1370772 8452 15648 943 357 80201 25625 13072 93076 3053 28 29 80 12505 319 23 187 69 267 202 188 250 106 35 852 1230 690 61 32 1298
leaf_count=2688514 1370772 8452 15648 943 357 80201 25625 13072 93076 3053 28 29 80 12505 319 23 187 69 267 202 188 250 106 35 852 1230 690 61 32 1298
internal_value=0 -187.419 -394.535 -13984.2 998.548 4110.48 -1253.56 -6355.39 791.937 -6998.26 -1732.47 -6976.39 -137990 -691.864 84145.9 285753 -217202 -231401 -276179 -2914.02 44334.8 72364.1 119678 69413.4 14843.9 24404 46214.6 89116.7 -24478.1 -1702.83
internal_weight=0 1.62965e+06 1.38736e+06 16591 242287 101725 140562 21524 114937 21861 18808 14288 654 13634 348 103 551 523 336 13286 781 593 343 237 4520 3636 1981 751 884 1655
internal_count=4318164 1629650 1387363 16591 242287 101725 140562 21524 114937 21861 18808 14288 654 13634 348 103 551 523 336 13286 781 593 343 237 4520 3636 1981 751 884 1655
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 3 1 5 1 1 1 6 3 3 5 1 5 3 2 1 2 5 3 3 3 2 5 5 5
split_gain=8.77722e+12 9.83776e+13 5.64331e+14 5.05242e+14 4.20413e+14 2.98293e+14 3.75379e+14 2.05365e+14 1.90148e+14 1.41278e+14 1.02887e+14 3.04853e+14 2.73741e+14 2.59053e+14 2.02521e+14 1.55035e+14 1.38624e+14 1.07211e+14 9.48786e+13 9.07893e+13 8.03908e+13 7.08298e+13 6.59884e+13 7.35373e+13 6.29642e+13 5.9082e+13 5.82738e+13 5.59385e+13 9.26862e+13 5.58332e+13
threshold=55.708120100000009 55.701368300000006 37.487839250000007 37.620907050000007 37.889331900000009 37.362912300000012 27.500000000000004 37.944765900000007 75.750000000000014 37.503486000000002 37.869926150000005 37.752451500000006 1.5000000000000002 22.500000000000004 13.500000000000002 63.455000000000005 37.66934650000001 50.805000000000007 7.5000000000000009 9.5000000000000018 37.642309100000013 6.5000000000000009 46.010000000000012 15.500000000000002 18.500000000000004 8.5000000000000018 2.5000000000000004 66.990000000000023 52.710000000000008 70.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 9 10 8 -7 -6 -3 -4 11 12 13 15 25 20 -14 -16 -10 -11 -5 -17 23 -22 29 -13 -19 28 -18 -12
right_child=-2 2 3 4 7 6 -8 -9 18 19 24 14 16 -15 17 21 27 26 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-66.462059677473562 175.23525607527364 -18435.052632038212 220443.96705357145 52391.591237571025 30735.828616226052 -122013.55994967773 149550.09151988637 -3475.2162880621145 80361.605625000011 54264.36103880158 -40961.194478521582 44918.998332413386 -118827.31530930792 -211901.27638796545 28224.855987338364 61755.095829503683 -28442.115700528906 -12015.2871875 -123635.17820644304 165910.13830882355 154233.24004221271 195325.30359375 -78474.169567953024 -28172.887921063313 -18453.876822776296 -18014.364608101718 149658.3314197133 18679.855259375003 -121453.49316052889 -95725.851161179322
leaf_weight=2581548 1719888 2076 70 176 3424 683 55 3599 25 509 1640 207 361 47 174 102 363 25 259 85 31 65 149 77 1299 534 206 125 152 210
leaf_count=2581548 1719888 2076 70 176 3424 683 55 3599 25 509 1640 207 361 47 174 102 363 25 259 85 31 65 149 77 1299 534 206 125 152 210
internal_value=0 -115.994 -7760.05 996.597 -3360.36 -46285.9 -101775 13204.1 -28933.7 86075.3 -22935 -8966.42 -36511.6 14182.4 30644.8 31892.3 -69277.8 87507.1 -105678 70240.6 323.757 113744 -35333.6 24184.4 -35328.8 -433.79 132161 -41328.8 -55894 -47177.7
internal_weight=0 2.59828e+06 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 600 1001 405 284 594 433 167 257 108 3149 741 231 640 515 1850
internal_count=4318164 2598276 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 600 1001 405 284 594 433 167 257 108 3149 741 231 640 515 1850
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 0 1 0 1 5 5 0 1 1 1 3 5 6 3 5 3 6 1 1 1 1 5 1 5 3
split_gain=8.39897e+12 3.52531e+13 9.63702e+13 7.93195e+13 6.42579e+13 6.42026e+13 1.2373e+14 8.19726e+13 1.1554e+14 5.8922e+13 5.80266e+13 5.31592e+13 6.24366e+13 6.00114e+13 1.4649e+14 5.92827e+13 5.04433e+13 4.92146e+13 4.70215e+13 4.58356e+13 4.25885e+13 6.77341e+13 3.94939e+13 9.951e+13 1.38731e+14 2.03644e+14 4.98982e+13 3.48579e+13 5.30718e+13 3.89492e+13
threshold=60.693675950000006 38.058342000000003 39.969502550000009 35.911716050000003 9.5000000000000018 63.563300600000012 33.101335500000005 61.674413550000004 30.102666750000001 73.995000000000019 118.33500000000002 61.674413550000004 114.17164950000002 40.810045900000013 50.227799100000006 2.5000000000000004 48.510000000000012 1.5000000000000002 14.500000000000002 112.04500000000002 4.5000000000000009 1.5000000000000002 54.845880150000006 57.550671000000001 59.76223980000001 61.880021000000006 71.715000000000018 114.17164950000002 54.990000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 8 10 -8 -2 12 -4 15 -15 -13 -9 18 -16 20 21 -17 26 -24 -25 -26 -19 28 -27 -29
right_child=1 2 11 -5 -6 6 9 16 -10 -11 -12 13 -14 14 17 19 -18 22 -20 -21 -22 -23 23 24 25 27 -28 29 -30 -31
leaf_value=-16.496935211671175 3108.4018395269923 44580.002898757077 9463.5739842496569 -92009.922879464284 -18216.237859877681 11695.682510211462 -38167.701404507738 -668.39106869236036 -44191.891002792698 -168713.28515625 -153503.56653645833 -75333.917685409338 -24853.515726476438 -70598.22445747476 -30819.915693066199 115009.29655016446 11615.797774106133 2500.0947217134599 17971.033509973146 157873.71080163046 12837.259749951048 -51289.771626420457 -28338.887853106269 38588.275029772805 -67699.706481160989 2444.1917794476653 26901.483038437396 -13217.086218321854 -18685.367018455236 11253.659765204438
leaf_weight=4258578 1660 547 11414 98 2132 742 873 6953 859 36 24 71 556 304 941 95 6438 10595 250 23 2253 33 1450 840 474 2937 910 812 1997 3269
leaf_count=4258578 1660 547 11414 98 2132 742 873 6953 859 36 24 71 556 304 941 95 6438 10595 250 23 2253 33 1450 840 474 2937 910 812 1997 3269
internal_value=0 1179.03 2895.91 -2266.95 -1820.9 166.865 -18604.4 2111.85 -14347.2 -43337.8 876.402 2314.6 7869.56 -125.148 -1608.17 14722.4 5237.49 -751.255 -20578.3 17382.2 16025.1 72135.3 262.919 -3807.37 -363.603 -3811.76 4430.15 -452.595 -6107.84 6384.69
internal_weight=0 59586 39771 19815 19717 17585 1651 15934 2543 909 1684 39224 11970 27254 24779 2475 13391 24475 1191 2404 2381 128 23284 11779 10329 9489 11505 9015 4934 4081
internal_count=4318164 59586 39771 19815 19717 17585 1651 15934 2543 909 1684 39224 11970 27254 24779 2475 13391 24475 1191 2404 2381 128 23284 11779 10329 9489 11505 9015 4934 4081
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 3 1 1 3 5 5 5 5 3 3 3 5 5 3 4 5 2 5 3 3 3 1 5 0
split_gain=8.10486e+12 3.32131e+13 6.5299e+13 5.04464e+13 1.92448e+14 5.08814e+14 1.14922e+14 1.1035e+14 2.15251e+14 1.07462e+14 6.64037e+13 5.93078e+13 1.10025e+14 1.56772e+14 1.58207e+14 5.90982e+13 7.29907e+13 8.56733e+13 1.06075e+14 8.24438e+13 6.32767e+13 2.10302e+14 5.90915e+13 4.99721e+13 4.84733e+13 4.76412e+13 7.16631e+13 8.01801e+13 1.18142e+14 6.84975e+13
threshold=44.982728700000003 45.03656895000001 38.891822450000006 45.040161900000008 38.950530550000003 38.975980350000007 16.500000000000004 39.110397700000007 39.080602550000002 20.500000000000004 84.030000000000015 109.05000000000001 83.010000000000005 82.00500000000001 17.500000000000004 5.5000000000000009 17.500000000000004 69.610000000000014 120.05000000000001 20.500000000000004 2.5000000000000004 72.705000000000013 13.500000000000002 98.020000000000024 15.500000000000002 21.500000000000004 22.500000000000004 39.071052600000009 43.405000000000008 45.022371150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 15 -7 8 9 -8 -11 12 13 -3 -15 -6 17 -17 -19 20 21 -18 23 24 -14 -4 29 -28 -29 -27
right_child=1 3 25 -5 5 6 7 -9 -10 10 -12 -13 22 14 -16 16 19 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-577.00286698050229 -26172.735224089833 12394.344291661968 2890.4122561456088 11.390413225602513 -16084.329380194829 14423.178137465244 6216.7280149423395 -25480.019226402088 77117.584239895616 -40908.175746326575 -165266.03518229167 -28346.401826856094 6453.9524556280339 27066.315040746227 -288775.47187499999 -39717.924234665777 -18156.797999761617 -93135.99231849538 136131.33794642857 -58078.91939383807 -69718.337318548394 107585.20758910336 120189.91597115654 1690.288060933726 88414.183085815937 -31770.26961581592 8391.1380178933323 10766.436782015691 -22706.025334821432 -2803.6509614453685
leaf_weight=230447 827 3229 87861 3966746 1651 5283 628 1829 369 151 60 314 103 29 35 2225 1018 517 21 479 155 153 112 207 241 1534 5780 1741 2674 1745
leaf_count=230447 827 3229 87861 3966746 1651 5283 628 1829 369 151 60 314 103 29 35 2225 1018 517 21 479 155 153 112 207 241 1534 5780 1741 2674 1745
internal_value=0 32.5288 1812.91 -13.1079 -5179.71 -10661.5 5512.27 -9988.66 13466.4 -14528 -76270.6 13485.3 16805.6 9322.54 -145660 -32299.3 -38159.8 -48376.7 -84186.9 -22520.3 -9675.28 -1727.65 53972.5 40512.6 63873.8 2041.31 -3495.53 640.435 -9506.58 -16355
internal_weight=0 4.08772e+06 102162 3.98556e+06 18809 14539 8320 3037 1208 839 211 4270 3956 3293 64 6219 4568 2763 538 1805 1326 1171 663 551 344 101335 13474 10195 4415 3279
internal_count=4318164 4087717 102162 3985555 18809 14539 8320 3037 1208 839 211 4270 3956 3293 64 6219 4568 2763 538 1805 1326 1171 663 551 344 101335 13474 10195 4415 3279
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 5 4 1 1 2 5 0 5 5 1 0 5 5 3 2 2 2 2 3 3 2 5 4 2
split_gain=8.48617e+12 2.00057e+13 1.34585e+14 1.10698e+14 1.20552e+14 1.10057e+14 1.00031e+14 9.50337e+13 9.59275e+13 1.01459e+14 7.88866e+13 1.17831e+14 9.3073e+13 7.80291e+13 7.34448e+13 9.71035e+13 1.3623e+14 1.82595e+14 1.91244e+14 1.62496e+14 1.37246e+14 1.20408e+14 1.13577e+14 8.40188e+13 1.0586e+14 1.33435e+14 1.42714e+14 1.88668e+14 9.24142e+13 8.13305e+13
threshold=43.465905150000005 43.642715500000008 43.868031300000006 39.739656000000004 43.592450450000008 39.753614400000011 101.05000000000001 3.5000000000000004 39.767857750000005 39.753614400000011 7.5000000000000009 132.05000000000004 43.514103700000014 161.85000000000002 86.02500000000002 39.704585000000002 43.592450450000008 102.01000000000001 105.35000000000001 20.500000000000004 13.500000000000002 17.500000000000004 13.500000000000002 17.500000000000004 6.5000000000000009 14.500000000000002 3.5000000000000004 114.05000000000001 2.5000000000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 7 -6 -7 13 9 -9 12 -12 -10 -5 29 -16 17 21 20 -18 -19 -17 -21 24 28 26 -26 -28 -20 -2
right_child=1 -3 -4 4 5 6 -8 8 10 -11 11 -13 -14 -15 15 16 19 18 23 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=1324.5785831798426 170.48405372389448 8.7422012643473952 -54206.935821430234 -4566.4230832080912 -5292.4514014843062 -34360.263037346958 -221327.90896585397 -3941.1428921568631 44788.507479386579 176113.22708755307 20093.96770629883 -145295.5509375 -61163.895642089847 107778.64688760083 -47891.739504341458 56214.846719554662 44650.772635302339 -304681.26961495535 100181.43502604167 367094.46310096158 3639.8282492897729 -143490.70468749999 111116.00463679386 -146146.94176136365 324124.59056250006 -24693.137268066406 244182.7759375 -43794.598008563706 -117320.85734747024 25398.97473497377
leaf_weight=47832 18992 4220249 489 21626 2237 2158 29 51 608 81 112 70 96 62 184 534 736 42 24 26 22 32 52 44 25 176 35 65 105 1370
leaf_count=47832 18992 4220249 489 21626 2237 2158 29 51 608 81 112 70 96 62 184 534 736 42 24 26 22 32 52 44 25 176 35 65 105 1370
internal_value=0 -14.8366 -2001.71 -1486.96 -5786.02 -20887.7 -36839.5 -2843.63 27017.4 106547 15168.8 -43517.4 30340.5 -4245.26 3705.06 21501.4 28158.5 5274.06 -36439.5 59195.9 -198696 44924.1 196442 -14531.5 -1063.87 31418.2 110423 56997.5 -76855.3 1867.91
internal_weight=0 4.27033e+06 50083 49594 27130 4424 2187 22706 1018 132 886 182 704 21688 22464 2102 1918 1104 538 814 64 566 78 474 430 301 125 100 129 20362
internal_count=4318164 4270332 50083 49594 27130 4424 2187 22706 1018 132 886 182 704 21688 22464 2102 1918 1104 538 814 64 566 78 474 430 301 125 100 129 20362
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 6 5 4 5 3 0 0 3 2 0 5 5 0 0 5 5 0 5 0 0 3 3 5 3 4
split_gain=7.94389e+12 1.79063e+13 5.09482e+13 3.23259e+13 3.29506e+13 3.18061e+13 2.7207e+13 3.64732e+13 2.22127e+13 2.52564e+13 2.21887e+13 2.14836e+13 1.87559e+13 1.84631e+13 1.71731e+13 1.57904e+13 2.60553e+13 1.52574e+13 1.64605e+13 1.51028e+13 1.44393e+13 1.77099e+13 2.53389e+13 2.163e+13 1.26344e+14 9.55545e+13 7.16695e+13 5.38239e+13 5.12088e+13 5.09034e+13
threshold=113.46563545000002 104.38035940000002 7.5000000000000009 51.83362145000001 51.717367500000009 1.5000000000000002 78.710000000000022 2.5000000000000004 83.010000000000005 4.5000000000000009 51.67657710000001 52.056565900000003 2.5000000000000004 8.5000000000000018 63.563300600000012 93.00500000000001 88.015000000000015 46.672631750000008 44.039893800000009 78.710000000000022 34.010000000000012 48.713222300000005 112.04500000000002 51.83362145000001 50.565831500000009 5.5000000000000009 4.5000000000000009 50.005000000000003 9.5000000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -4 11 -8 9 -6 12 -7 -3 -11 17 16 -9 18 -2 -14 -19 22 -22 24 25 26 -23 -28 -25 -27
right_child=14 2 5 -5 8 6 7 15 -10 13 -12 -13 19 -15 -16 -17 -18 20 -20 -21 21 23 -24 28 -26 29 27 -29 -30 -31
leaf_value=0.9464780998771638 -9171.6950971554488 19562.26839766069 2495.89413564397 -4343.8003941825518 -9145.1006965332035 -8505.3196337382014 -130221.34658410907 -28482.849962645152 56409.77356445312 13487.300099647553 -88715.669312118902 -31992.279499952914 -19705.098804442445 -78488.048863636373 -54160.829738991481 17186.237288411459 -110587.59362244897 -4066.8671612066837 -117350.70923295454 -109799.74945312501 13218.122058887973 41961.920806905764 109759.88014787946 5926.797249035596 -47894.019698412027 33101.234937153815 9338.2678216539989 -30326.943130551805 -7199.1885361637078 -9568.1894791580326
leaf_weight=4274890 39 132 696 8082 650 1056 47 183 100 2749 41 617 267 22 55 48 49 3571 22 20 936 218 28 16301 575 1082 479 1197 3635 377
leaf_count=4274890 39 132 696 8082 650 1056 47 183 100 2749 41 617 267 22 55 48 49 3571 22 20 936 218 28 16301 575 1082 479 1197 3635 377
internal_value=0 -11.0584 -3488.23 -710.641 6665.19 -15916.3 -22323.7 -48705.3 9953.57 8595.6 -18505.2 -17167.3 -11634.9 12757.1 1663.57 -35022.2 -45823.9 1771.45 -48187.1 -25983.5 1878.76 2733.92 16022.2 2197.13 -4585.38 2841.55 -11975 -18990.6 3533.49 22075.6
internal_weight=0 4.28965e+06 14759 12063 3981 2696 2000 327 3521 3421 460 1673 419 2771 28515 280 232 28460 61 287 28399 24828 964 23864 3928 3353 1894 1676 19936 1459
internal_count=4318164 4289649 14759 12063 3981 2696 2000 327 3521 3421 460 1673 419 2771 28515 280 232 28460 61 287 28399 24828 964 23864 3928 3353 1894 1676 19936 1459
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 5 0 3 5 3 5 0 0 3 5 5 3 0 0 0 1 1 1 5 3 0 0 5 1
split_gain=7.91557e+12 3.14324e+13 2.67414e+14 1.37588e+14 6.67724e+13 6.54814e+13 6.1622e+13 5.42565e+13 4.41478e+13 5.19016e+13 4.0777e+13 3.39048e+13 3.03401e+13 2.84601e+13 2.7397e+13 2.50565e+13 2.13235e+13 2.03434e+13 1.89785e+13 1.26716e+14 9.04399e+13 7.28636e+13 4.53453e+13 4.4834e+13 5.89335e+13 4.55114e+13 4.03055e+13 8.00205e+13 4.93146e+13 4.71763e+13
threshold=86.067573200000012 84.920232800000022 56.367862600000002 52.056565900000003 49.010000000000012 56.501468900000013 112.04500000000002 52.719210700000012 9.5000000000000018 46.810000000000009 11.500000000000002 99.555000000000021 55.212972300000011 55.416472000000006 14.500000000000002 97.050000000000011 101.05000000000001 4.5000000000000009 55.455204450000004 55.975961550000008 55.416472000000006 86.192907650000009 86.192907650000009 104.38035940000002 81.910000000000011 11.500000000000002 55.212972300000011 54.648549400000007 25.005000000000006 86.192907650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 14 6 8 -6 9 -4 11 12 -9 -14 -5 -7 -3 -11 20 23 26 -22 -21 24 25 -20 27 29 -28 -2
right_child=18 2 5 4 7 15 -8 10 -10 17 -12 -13 13 -15 -16 -17 -18 -19 19 22 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-11.350576658170521 -51466.23628838118 22665.166469697386 29569.919759783465 -7468.9481691020483 -13264.011353583817 13122.8820859487 178651.82407366074 -59491.228334568885 22218.661749660943 25210.797578124999 42630.271476052032 -125094.27757085755 -19909.950773914428 -49238.177163798442 59341.174627144115 -100152.17578125 -81410.005273437506 107316.39261948399 -23198.905536615086 -67889.354934157542 -26484.368473101269 85147.284262586807 525.2701568123498 34258.588319631723 -94317.123729538696 7890.0496694725189 -21678.014717039347 -46220.058702301787 8072.2196449981602 965.98976171530012
leaf_weight=4133765 172 1255 219 6126 2737 827 35 411 481 35 66 43 1075 478 62 20 20 219 2987 97 79 225 78335 156 105 559 584 363 12132 74496
leaf_count=4133765 172 1255 219 6126 2737 827 35 411 481 35 66 43 1075 478 62 20 20 219 2987 97 79 225 78335 156 105 559 584 363 12132 74496
internal_value=0 -27.433 -4739.39 -10064.2 -13669.3 30855.1 48332.1 -22507.1 43551 65244.1 -34710.8 -37254.1 -35330.9 -28936.9 -6799.55 10448.1 21032.6 96002.6 668.205 -424.151 1688.46 56137.7 440.659 -18241 -20484.2 -18298 1499.82 617.509 6705.9 845.211
internal_weight=0 4.14787e+06 14109 12273 10998 1836 989 4810 954 473 2073 2007 1964 1553 6188 847 1275 254 170290 82239 88051 304 78432 3807 3651 3546 87747 75031 12716 74668
internal_count=4318164 4147874 14109 12273 10998 1836 989 4810 954 473 2073 2007 1964 1553 6188 847 1275 254 170290 82239 88051 304 78432 3807 3651 3546 87747 75031 12716 74668
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=5 5 2 3 1 1 1 1 4 3 0 3 1 1 0 1 2 3 5 0 1 5 4 1 3 4 1 0 5 3
split_gain=7.75443e+12 3.84693e+13 9.01475e+13 8.8937e+13 7.21632e+13 6.82523e+13 7.3131e+13 1.41425e+14 8.35166e+13 6.64896e+13 5.11677e+13 4.61229e+13 5.48265e+13 7.11999e+13 2.20133e+14 9.57343e+13 8.07919e+13 8.08862e+13 1.19377e+14 9.34135e+13 8.52715e+13 9.0518e+13 7.57336e+13 6.67863e+13 6.18769e+13 6.03497e+13 9.74321e+13 1.26197e+14 9.23964e+13 9.11966e+13
threshold=132.05000000000004 142.05000000000004 2.5000000000000004 17.500000000000004 38.996948700000011 82.945329900000004 82.91993380000001 82.907204800000002 3.5000000000000004 19.500000000000004 55.039751500000008 4.5000000000000009 61.42204370000001 39.726951800000002 43.592450450000008 39.767857750000005 6.5000000000000009 15.500000000000002 137.05000000000004 55.946414150000003 38.950530550000003 137.05000000000004 2.5000000000000004 61.463701450000009 9.5000000000000018 4.5000000000000009 36.546174950000008 59.932719750000011 137.05000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 11 -9 -8 -10 -4 13 14 -13 -15 17 20 19 -19 25 -22 -17 -14 -24 26 27 28 -16 -28
right_child=1 -3 5 4 -6 -7 9 8 10 -11 -12 12 23 15 16 22 -18 18 -20 -21 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-11.346770708222893 30968.048061697322 -878.98104016899549 -33472.620731619601 -251461.832578125 -6235.4630468750001 38954.355100393899 -15763.203780284839 36466.753130859375 280705.52936422417 -99667.995034555293 105308.95544871796 -297717.64869921876 -140996.78718750001 148954.54441002157 175457.67367708334 -101652.80000765932 17010.971702938139 -203712.21305175783 -2922.132201629639 -7839.1847767857143 144877.31679240483 -4045.4102101643884 43554.928201620234 -9903.3759051567304 7926.1040594869955 -69153.135481770834 91901.948754222976 -29106.301067651228 25172.005390625 -78868.064876624383
leaf_weight=4287425 1720 20711 353 20 30 478 1028 100 29 104 39 25 40 58 75 51 1364 80 125 35 71 96 795 1366 1260 186 37 171 90 202
leaf_count=4287425 1720 20711 353 20 30 478 1028 100 29 104 39 25 40 58 75 51 1364 80 125 35 71 96 795 1366 1260 186 37 171 90 202
internal_value=0 1582.63 6666.63 27146.2 -104326 2277.09 23.658 4024.38 94608.2 -23471.8 180110 1675.91 3700.96 8863.3 -2434.3 22212.6 481.22 -18822.4 -70569.2 -144099 -5439.55 59269 18722.1 -13632.9 21709.5 -19639.7 -3623.21 31094.1 93483.7 -52430.9
internal_weight=0 30739 10028 1770 50 8258 7780 6648 168 1132 68 6480 6127 4721 2557 2164 2532 1168 240 115 928 167 2106 1406 2055 761 575 336 165 239
internal_count=4318164 30739 10028 1770 50 8258 7780 6648 168 1132 68 6480 6127 4721 2557 2164 2532 1168 240 115 928 167 2106 1406 2055 761 575 336 165 239
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=5 1 2 1 0 0 1 1 0 3 4 3 3 0 2 0 0 0 0 1 1 1 2 1 0 2 3 3 6 1
split_gain=7.72587e+12 2.34491e+13 2.29279e+13 4.03791e+13 8.05465e+13 9.89552e+13 8.86676e+13 4.49139e+13 4.52619e+13 8.40766e+13 4.39929e+13 4.13307e+13 9.27332e+13 3.68851e+13 1.03583e+14 6.65392e+13 6.51056e+13 1.00179e+14 6.73496e+13 4.68135e+13 4.05121e+13 4.42812e+13 4.92599e+13 3.6518e+13 3.60764e+13 3.38441e+13 7.80177e+13 5.88874e+13 7.28726e+13 4.63563e+13
threshold=177.02500000000003 20.507360500000004 8.5000000000000018 49.177301950000007 50.565831500000009 51.67657710000001 39.863684800000009 37.475443250000005 55.755036050000008 16.500000000000004 4.5000000000000009 23.500000000000004 17.500000000000004 55.183525900000006 23.500000000000004 55.769960200000007 55.02863030000001 54.947737500000009 54.708501450000007 103.85249100000001 60.628582700000003 65.58467570000002 9.5000000000000018 82.933113850000026 60.029906750000002 1.5000000000000002 4.5000000000000009 2.5000000000000004 1.5000000000000002 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 25 4 -4 -6 7 11 9 -9 -8 12 24 14 16 -15 17 18 19 -5 -17 22 -22 -19 -7 26 27 -3 -29 -28
right_child=1 2 3 13 5 6 10 8 -10 -11 -12 -13 -14 15 -16 20 -18 23 -20 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-5.952235917272148 59833.152471245667 11165.334052143573 4673.5566374090049 -55963.423942937079 174438.50367063493 -10227.41649070946 159967.18801039562 19771.779017857145 32417.455149580797 -221169.92792968752 32361.987109375001 -85178.446235795462 254409.72113095238 -197290.23505434784 -180760.31400240387 18344.485984521754 77506.574536792657 1914.8546875000002 117213.03144841272 95843.137723214284 -189232.83546006947 25950.939062500001 -39300.405747767858 -152690.01412500002 141144.27734375 -3298.2684326826256 -108110.00570561836 -74357.224288504469 96754.316791643418 -3026.2351776200703
leaf_weight=4309630 72 281 799 74 63 74 70 28 41 30 44 22 21 23 26 136 148 22 63 28 36 42 56 50 20 5573 47 28 224 393
leaf_count=4309630 72 281 799 74 63 74 70 28 41 30 44 22 21 23 26 136 148 22 63 28 36 42 56 50 20 5573 47 28 224 393
internal_value=0 3005.85 2522.33 12143.7 23207.7 59064.5 38297.1 3315.1 -48003.8 -104853 110716 40399.5 64423.1 -6904.15 12422.3 -34014 25468.4 -7028.01 35919.6 -14291 -20105.2 -59128.8 -97969.6 -105450 21979.3 -293.814 16914.6 42642.4 77741.9 -14251.1
internal_weight=0 8534 8462 1916 1212 413 350 236 99 58 114 137 115 704 411 293 385 237 165 102 270 134 92 72 94 6546 973 533 252 440
internal_count=4318164 8534 8462 1916 1212 413 350 236 99 58 114 137 115 704 411 293 385 237 165 102 270 134 92 72 94 6546 973 533 252 440
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=1 1 4 5 0 0 0 3 1 5 5 4 0 1 0 0 0 3 1 5 1 0 6 2 0 0 3 3 0 4
split_gain=7.67632e+12 6.65619e+13 2.44437e+14 2.63896e+14 3.36057e+14 2.70998e+14 3.25208e+14 3.44767e+14 4.037e+14 3.25049e+14 3.24274e+14 2.58318e+14 2.44263e+14 3.72399e+14 2.40319e+14 2.29222e+14 2.23579e+14 2.05924e+14 1.56357e+14 1.55808e+14 1.4497e+14 1.44788e+14 1.33717e+14 1.55661e+14 1.32102e+14 1.20808e+14 1.19262e+14 1.19282e+14 1.19038e+14 1.17592e+14
threshold=36.546174950000008 37.328003200000005 1.5000000000000002 85.020000000000024 55.518428350000008 55.946414150000003 56.009576300000013 24.500000000000004 37.275078000000001 72.705000000000013 70.50500000000001 2.5000000000000004 55.834684950000003 37.314272700000011 55.388132500000005 55.975961550000008 55.777112100000004 16.500000000000004 37.098288800000006 81.910000000000011 37.214886200000009 55.793358600000012 1.5000000000000002 16.500000000000004 44.874285750000006 55.769960200000007 3.5000000000000004 4.5000000000000009 55.860536450000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 14 12 7 8 9 10 -7 -11 16 -14 29 -10 24 -12 -6 -13 -8 -18 25 -24 -4 -20 -23 -28 -15 -5
right_child=1 -3 3 4 18 6 20 -9 15 11 17 19 13 28 -16 -17 21 -19 22 -21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-374.83746445209727 -3105.8924691469233 -26.484330999355919 91953.738534218312 -39746.702881336212 -62755.715006510414 65110.970209731699 14234.021842017564 -50604.074938215948 973.24870245261263 -19294.228047733515 174048.89628762638 186602.13427459289 -20159.016328835554 10929.715379987445 124485.6811467951 -190554.14242001489 122267.34434836649 -90548.930470989828 -82318.878395489388 24619.824606898212 -45664.624960744906 -16230.24364877605 778.43881341494046 -82906.506123527157 5369.6804102557535 -16050.949226336714 153695.7980987172 30820.235125370593 158419.44758409634 11153.642333660728
leaf_weight=484984 47752 3716272 177 512 1008 2130 6464 326 244 91 34 426 5170 84 176 84 165 218 530 69 431 556 2496 244 39508 572 81 3205 157 3998
leaf_count=484984 47752 3716272 177 512 1008 2130 6464 326 244 91 34 426 5170 84 176 84 165 218 530 69 431 556 2496 244 39508 572 81 3205 157 3998
internal_value=0 47.4254 2396.87 6196.51 -9249.44 8667.03 23234.9 47496.9 57199.9 68834.2 52420 135555 5546.86 -14494.9 9848.79 -48076.4 8028.92 -54849.2 -27701.9 164023 10489.8 30541.1 -18505 -6673.8 5755.86 -47922.1 26601.8 33849.1 107012 5375.16
internal_weight=0 3.83318e+06 116908 69156 9536 59620 10517 3622 3296 2968 2382 586 49103 5411 4686 328 43692 252 4850 495 6895 4007 3842 2740 39685 1102 3842 3286 241 4510
internal_count=4318164 3833180 116908 69156 9536 59620 10517 3622 3296 2968 2382 586 49103 5411 4686 328 43692 252 4850 495 6895 4007 3842 2740 39685 1102 3842 3286 241 4510
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=1 1 5 0 1 0 3 0 0 0 3 0 1 6 5 0 3 1 3 6 3 5 5 3 3 0 6 2 3 0
split_gain=8.28893e+12 1.37251e+14 2.44101e+14 1.19678e+14 1.17278e+14 3.11718e+14 3.70941e+14 3.57653e+14 3.51081e+14 3.49152e+14 4.27611e+14 3.30331e+14 3.50063e+14 2.79428e+14 2.42325e+14 3.19335e+14 3.18383e+14 3.55341e+14 3.455e+14 5.57853e+14 2.60129e+14 2.53319e+14 2.24519e+14 2.10679e+14 1.1074e+15 2.03826e+14 1.95978e+14 1.95857e+14 1.91547e+14 1.74089e+14
threshold=37.516458750000005 37.542000650000013 40.405000000000008 56.663136550000011 37.457850350000008 55.576287050000012 17.500000000000004 55.628356700000005 55.68356880000001 55.793358600000012 24.500000000000004 55.455204450000004 37.475443250000005 1.5000000000000002 76.730000000000018 55.777112100000004 12.500000000000002 37.487839250000007 10.500000000000002 1.5000000000000002 8.5000000000000018 102.01000000000001 37.995000000000012 26.500000000000004 25.500000000000004 55.388132500000005 1.5000000000000002 5.5000000000000009 3.5000000000000004 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 11 26 -9 10 14 25 13 -13 15 16 18 22 -10 -20 -17 -16 -18 24 -12 -6 -7 -22 -14 -11
right_child=1 -3 3 -5 5 7 -8 8 9 29 23 12 28 -15 21 20 17 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=83.673554541915777 -6834.4139570106563 3.808627290601116 12434.128450986093 -85672.854569433606 4553.7249010194555 -71442.070782546827 -27316.12529275315 20526.878568862765 -35339.066861166291 7308.2805020717105 -10885.493410388317 -11191.478927681768 136192.5904867042 47395.89880033442 30559.581604082261 6531.0794156535294 42803.833443617084 14926.240524850315 -480776.68869047624 -97808.630475686514 -112129.72058563074 -240767.06460503471 -66471.954004683867 -4931.8131015251893 306761.23498883931 -26929.002871415982 -19521.765640601145 -55798.65879864918 26224.98019563092 -12311.571628695358
leaf_weight=703633 9813 3513896 23603 125 5204 1363 3390 4010 1762 9773 508 5294 161 962 779 445 225 2487 42 403 963 36 1144 3113 140 3400 1558 1719 9795 8418
leaf_count=703633 9813 3513896 23603 125 5204 1363 3390 4010 1762 9773 508 5294 161 962 779 445 225 2487 42 403 963 36 1144 3113 140 3400 1558 1719 9795 8418
internal_value=0 64.5792 6431.16 11917.3 -297.24 -4291.98 3711.45 -10097 -7363.99 -10863.8 -22879.5 7949.99 16355 -2182.36 -33685.4 -38320 -24932.9 -7596.34 -55222.9 -133954 -64276.5 18574.6 -48512.1 5866.53 57741.9 -7887.15 -43748.9 -76024.9 28003.3 -1770.93
internal_weight=0 3.54744e+06 33541 23728 770727 67094 28206 38888 35967 31957 13766 24816 16212 6256 10005 9190 6063 3856 2207 445 3127 815 1369 3761 648 8604 2921 2682 9956 18191
internal_count=4318164 3547437 33541 23728 770727 67094 28206 38888 35967 31957 13766 24816 16212 6256 10005 9190 6063 3856 2207 445 3127 815 1369 3761 648 8604 2921 2682 9956 18191
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=5 5 1 0 1 3 3 3 1 0 0 5 5 1 1 0 0 5 5 1 0 3 3 0 0 0 5 1 0 3
split_gain=8.85501e+12 3.87979e+13 6.29126e+13 5.9595e+13 5.7931e+13 5.03901e+13 6.72453e+13 9.11418e+13 5.4711e+13 5.52412e+13 5.84608e+13 4.37699e+13 6.81672e+13 7.2728e+13 9.10933e+13 2.69541e+14 2.18535e+14 1.39989e+14 1.03219e+14 8.60126e+13 9.78747e+13 9.06016e+13 1.24152e+14 1.04959e+14 1.02367e+14 8.77888e+13 7.96436e+13 9.88714e+13 1.14811e+14 1.32652e+14
threshold=42.005000000000003 45.610000000000007 37.944765900000007 55.455204450000004 37.889331900000009 2.5000000000000004 4.5000000000000009 3.5000000000000004 39.041623000000008 44.580511600000001 44.732363600000006 49.010000000000012 54.035000000000004 37.362912300000012 37.516458750000005 55.551692500000009 55.518428350000008 52.020000000000003 53.995000000000012 36.585378200000001 55.762622900000004 6.5000000000000009 23.500000000000004 59.863160500000006 59.755965500000009 44.580511600000001 52.020000000000003 37.487839250000007 55.795550600000006 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -7 9 -8 -11 -3 13 19 15 16 -15 -18 -19 21 -21 24 23 25 -13 -23 -17 -28 29 -29
right_child=1 11 5 -5 -6 6 8 -9 -10 10 -12 12 -14 14 -16 26 17 18 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=186.56700128672608 5753.5146608339783 1195.0467891446085 4789.7823567885089 -20.668562196543736 61998.436791332351 495.31557486538861 -29021.149973869935 -12639.361944523353 -972.93366044886102 38642.077071126303 -4826.2905325191286 -4768.7395864527307 136.43993916881442 1829.7816365253188 -1668.7302710752372 -8632.8105363493123 122954.69586437946 5115.0503609368197 169600.34453125001 2760.6457417177003 22538.099157963072 117152.20644822762 10835.189952777775 -10699.59648960604 16731.435821787916 2225.7345666182187 -20237.574553955375 -99137.009457038774 -7911.4330393952223 65548.004976851851
leaf_weight=1600872 18054 289540 11269 78616 185 8852 939 13103 220475 312 37106 3593 1706195 1791 270795 4721 281 287 44 6833 3948 67 5446 15734 5772 8338 4115 519 308 54
leaf_count=1600872 18054 289540 11269 78616 185 8852 939 13103 220475 312 37106 3593 1706195 1791 270795 4721 281 287 44 6833 3948 67 5446 15734 5772 8338 4115 519 308 54
internal_value=0 -109.915 -1034.48 1174.11 6324.01 -1766.92 -2030.06 -7343.61 -1579.35 -5065.02 -4463.84 44.5162 -118.873 -1428.41 -2048.35 -10530.1 19458.1 71046.9 26980.2 2098.33 10003.1 -89.65 -2803.16 -5880.11 8482.62 3141.86 -17946.1 -26746.8 -57150.1 -83617
internal_weight=0 2.71729e+06 388911 96855 18239 292056 280787 21955 258832 38357 37418 2.32838e+06 2.03884e+06 332646 282915 12120 2403 612 331 49731 10781 38950 29585 24139 9365 8405 9717 4996 881 573
internal_count=4318164 2717292 388911 96855 18239 292056 280787 21955 258832 38357 37418 2328381 2038841 332646 282915 12120 2403 612 331 49731 10781 38950 29585 24139 9365 8405 9717 4996 881 573
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=3 3 1 1 3 0 1 0 0 1 1 1 2 1 1 3 1 0 0 0 0 5 0 3 0 0 0 5 1 0
split_gain=8.27048e+12 2.03661e+13 1.30997e+14 1.92834e+14 2.44674e+14 1.88484e+14 3.7218e+14 3.44322e+14 3.12412e+14 2.72391e+14 2.28695e+14 3.64661e+14 1.53919e+14 1.37008e+14 2.77856e+14 2.44824e+14 1.51722e+14 3.42923e+14 1.88942e+14 1.69611e+14 1.61791e+14 1.53171e+14 1.4919e+14 1.50585e+14 1.34144e+14 3.02417e+14 1.33222e+14 2.05711e+14 1.46034e+14 1.29146e+14
threshold=31.500000000000004 25.500000000000004 37.855187800000003 37.726745000000001 26.500000000000004 55.795550600000006 37.692869000000009 55.762622900000004 55.842510000000011 37.66934650000001 37.457850350000008 37.542000650000013 17.500000000000004 37.559851850000008 37.66934650000001 29.500000000000004 37.475443250000005 55.860536450000005 55.851332700000007 55.834684950000003 59.863160500000006 51.405000000000008 55.751981950000008 30.500000000000004 55.664473600000008 55.68356880000001 60.035045000000004 69.610000000000014 30.323743050000001 56.852744000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 9 10 -8 26 -3 -12 -11 16 15 -15 20 18 19 -18 -6 -19 23 -16 -13 -26 27 -7 -29 -4
right_child=-2 2 29 -5 13 6 8 -9 -10 12 11 24 -14 14 22 -17 17 21 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-13.020018980827528 -1818.4794264851157 -36063.98290163972 -5314.8683794488588 36679.805642581305 19081.869635502891 16328.962267473993 -13942.106355540303 220309.64355287908 -141801.20557549057 112219.53105725739 318350.05060508579 -36264.784534339022 402711.1225260417 87606.45486024546 -55792.744922348 -31359.155168252684 -35590.372434263765 43187.485620959051 -177905.30807594478 37252.802111202647 -11549.748701013927 286083.61156914895 21650.963309508541 105906.38411458333 277010.83860677085 44698.488063664707 -1960.0148044275732 -42392.497009154045 87141.715260213226 23494.509509306525
leaf_weight=4243674 24866 344 22252 2015 2624 3879 737 108 258 76 51 172 24 727 671 227 2984 58 86 358 5029 47 743 63 60 848 2691 99 720 1673
leaf_count=4243674 24866 344 22252 2015 2624 3879 737 108 258 76 51 172 24 727 671 227 2984 58 86 358 5029 47 743 63 60 848 2691 99 720 1673
internal_value=0 10.5323 2024.65 6982.03 4455.39 16276.5 10365.9 47953.7 -47095.5 18000.3 35333.7 57049.8 181938 -4283.9 17232.9 59299.1 -8960.05 -26100.8 -31553.4 -27787.3 -1047.02 151912 -9937.82 -41913.9 44710.6 60049.5 15781.7 25944.1 71483.7 -3300.32
internal_weight=0 4.2933e+06 49624 25699 23684 10067 8484 1583 995 7489 1475 1131 100 13617 2431 954 11186 3533 3428 3342 7653 105 1477 734 1080 908 7389 4698 819 23925
internal_count=4318164 4293298 49624 25699 23684 10067 8484 1583 995 7489 1475 1131 100 13617 2431 954 11186 3533 3428 3342 7653 105 1477 734 1080 908 7389 4698 819 23925
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=1 1 5 3 3 0 0 3 0 0 3 3 5 1 6 0 0 0 3 0 0 0 0 0 5 0 5 4 2 0
split_gain=8.36837e+12 1.10712e+14 2.00011e+14 1.03268e+14 3.04756e+14 1.18515e+14 3.22746e+14 3.94682e+14 2.40698e+14 5.45159e+14 2.79482e+14 2.31619e+14 1.89246e+14 1.69613e+14 1.68982e+14 1.60943e+14 1.53312e+14 1.707e+14 1.47558e+14 1.36955e+14 1.32386e+14 1.25152e+14 1.19651e+14 1.19381e+14 1.93696e+14 1.43597e+14 1.17261e+14 1.50722e+14 2.67324e+14 1.14428e+14
threshold=37.516458750000005 37.542000650000013 41.810000000000009 23.500000000000004 31.500000000000004 55.885524800000006 56.197733450000008 14.500000000000002 55.812836050000008 55.784980300000008 21.500000000000004 21.500000000000004 65.50500000000001 37.533784800000006 1.5000000000000002 56.663136550000011 55.576287050000012 55.518428350000008 20.500000000000004 56.110481950000008 55.701368300000006 55.86787755000001 55.349623500000007 55.535913550000011 112.04500000000002 55.518428350000008 62.995000000000012 1.5000000000000002 19.500000000000004 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 26 8 19 15 9 11 21 12 16 -9 -11 -8 17 -4 22 -7 -13 -10 -14 24 25 -24 27 28 -5 -12
right_child=1 -3 3 4 -6 6 7 13 10 14 29 20 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-298.66064974704682 -5267.5902270746301 10.307805684906581 4199.5625672851857 -8248.1319037036355 -2358.4083001183412 49463.129557435277 36420.954557380253 23459.677451152187 -79207.310159235552 191726.19453408063 -24747.233714916089 -35799.11578778259 -34576.880955255685 -71364.813981233397 69443.092357302943 -83381.094911702487 -20017.973417364774 75070.148001396563 181246.82304687501 194202.15448644303 -161756.49126157409 -23878.015269212097 37441.551407350285 18658.769576770923 376911.10603027348 155746.4413635254 28008.058021511599 114364.91103618423 117019.51093404925 32794.888799352273
leaf_weight=770727 11005 3513896 3291 428 2311 1693 1711 248 772 138 567 367 275 788 624 120 2658 379 64 68 108 869 517 1350 20 128 1399 475 283 885
leaf_count=770727 11005 3513896 3291 428 2311 1693 1711 248 772 138 567 367 275 788 624 120 2658 379 64 68 108 869 517 1350 20 128 1399 475 283 885
internal_value=0 64.8879 5782.93 11179.2 24028.3 7612.95 21356.9 660.289 2724.61 10319.5 -21631.5 3556.64 7276.68 -48665.5 91588.9 28569.4 -1728.1 11518.4 31483.2 55052.1 -64437.8 -49907.4 27297.7 35742.1 70422.6 60919.1 47618.2 70750.1 41612.3 10324.9
internal_weight=0 3.54744e+06 33541 22536 4896 17640 4628 2867 13012 9919 3093 9157 8682 1036 762 1831 6328 3670 2354 1761 475 1641 2290 2015 665 645 2585 1186 711 1452
internal_count=4318164 3547437 33541 22536 4896 17640 4628 2867 13012 9919 3093 9157 8682 1036 762 1831 6328 3670 2354 1761 475 1641 2290 2015 665 645 2585 1186 711 1452
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=5 3 2 6 0 4 0 0 3 3 0 0 5 5 0 4 3 4 3 4 6 5 1 1 0 0 5 1 1 5
split_gain=8.54642e+12 4.83441e+13 6.98116e+13 9.52524e+13 1.07986e+14 1.43102e+14 1.36451e+14 9.44443e+13 9.28943e+13 7.44525e+13 7.16907e+13 7.94426e+13 7.12798e+13 6.93913e+13 6.68712e+13 1.28057e+14 9.31535e+13 1.54313e+14 9.56047e+13 6.56003e+13 1.9167e+14 1.42983e+14 1.54908e+14 1.4353e+14 1.11398e+14 9.77741e+13 1.02161e+14 9.22153e+13 9.18339e+13 1.2059e+14
threshold=64.020000000000024 5.5000000000000009 1.5000000000000002 1.5000000000000002 59.863160500000006 1.5000000000000002 60.052595500000002 54.959412650000012 9.5000000000000018 15.500000000000002 59.863160500000006 59.846652800000008 78.010000000000005 85.020000000000024 59.904813200000007 2.5000000000000004 9.5000000000000018 2.5000000000000004 10.500000000000002 3.5000000000000004 1.5000000000000002 103.45000000000002 48.712293450000011 30.370618100000005 59.863160500000006 57.157092150000004 161.85000000000002 82.907204800000002 33.101335500000005 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 12 -6 8 13 -7 19 11 -9 -5 -3 15 -12 17 -16 -18 -4 21 23 -23 24 -21 26 -24 -25 29 -22
right_child=1 2 9 4 5 6 -8 10 -10 -11 14 -13 -14 -15 16 -17 18 -19 -20 20 28 22 25 27 -26 -27 -28 -29 -30 -31
leaf_value=74.587409623241882 -1830.1938013544464 4971.1472086066879 1684.3761140541105 -1007.151274020548 121620.43681640626 -64350.115461678339 7709.196824067516 6957.2931004619213 -18654.12479443791 -836.1979768888383 20303.95254150391 -153387.78535786291 -10436.981484441136 -20982.007624178172 182466.65767045456 299138.96562500001 -141918.74054687502 -22544.789436848961 21044.043815884062 -21076.642061705512 -34930.149992019833 -14125.169905406228 22517.670293852076 13184.412030475323 131514.92564127926 205617.63397321431 171324.08417187503 75636.466362448307 -2473.722480551869 419.77379881188511
leaf_weight=3370694 163381 1872 359075 20108 64 1015 699 9469 792 320473 40 31 13330 2291 88 28 40 63 360 59 2075 1594 597 1040 253 35 50 306 46438 1804
leaf_count=3370694 163381 1872 359075 20108 64 1015 699 9469 792 320473 40 31 13330 2291 88 28 40 63 360 59 2075 1594 597 1040 253 35 50 306 46438 1804
internal_value=0 -265.35 60.717 -3543.65 -6284.54 -26037.7 -29808.7 3366.73 -44321.8 307.738 8582.62 6434.06 -4766.34 -9311.5 41557.2 135118 30010.6 96932.1 4747.77 1194.69 -2046.43 19211.1 2939.52 41547.8 102659 42823.9 34017.4 27382.3 -3708.44 -18490
internal_weight=0 947470 784089 50290 36008 2570 2506 14282 1807 733799 10119 9500 33438 4163 619 68 551 151 400 413326 54251 3934 2276 1658 312 682 647 1346 50317 3879
internal_count=4318164 947470 784089 50290 36008 2570 2506 14282 1807 733799 10119 9500 33438 4163 619 68 551 151 400 413326 54251 3934 2276 1658 312 682 647 1346 50317 3879
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 5 5 1 3 5 3 5 1 1 5 5 5 2 4 5 2 2 2 5 6 0 0 1 1 5
split_gain=8.49826e+12 7.91249e+13 7.14895e+13 1.12034e+14 1.31381e+14 8.62108e+13 7.42522e+13 5.98533e+13 8.42498e+13 6.28751e+13 5.90626e+13 5.64345e+13 5.36957e+13 5.34029e+13 9.13147e+13 6.91216e+13 6.51141e+13 6.09176e+13 4.9231e+13 5.42233e+13 4.80699e+13 4.70343e+13 5.61986e+13 8.64401e+13 8.50961e+13 7.51764e+13 1.02964e+14 1.21942e+14 2.46681e+14 1.69956e+14
threshold=47.249522000000006 47.222459950000008 1.5000000000000002 7.5000000000000009 39.666208800000007 92.035000000000011 93.00500000000001 39.767857750000005 11.500000000000002 74.610000000000014 16.500000000000004 88.015000000000015 39.826386800000009 39.767857750000005 109.05000000000001 107.05000000000001 98.020000000000024 11.500000000000002 3.5000000000000004 89.00500000000001 4.5000000000000009 14.500000000000002 4.5000000000000009 59.510000000000012 1.5000000000000002 47.208883950000008 45.073740550000004 39.041623000000008 39.488326500000007 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 -4 11 7 10 -6 9 -9 -7 -5 13 15 -15 16 -8 -17 21 -20 -16 22 -1 -24 -25 26 -26 -28 29 -29
right_child=-2 2 3 4 5 6 12 8 -10 -11 -12 -13 -14 14 20 17 -18 -19 19 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=550.05333621930754 -63.026356163087179 -3995.904272954489 -1917.8978037994327 1699.6048948042771 16592.283228652559 221938.28593750001 8721.0096506868849 14443.567189799576 -6089.6902352149846 80689.026183606431 18905.743291440216 -43100.993637813583 -53331.582638417116 36782.215493164062 330860.0909375 28188.010663219688 82727.272252778639 -37506.049232165024 11948.099416147536 485.86388698523683 118881.56236413046 2914.6851662911213 -108.94192296637387 1968.1440576744278 -4095.893053327165 15787.458245514415 -19729.177880137151 28263.940467410466 -11974.807803855547 144730.08867308812
leaf_weight=325385 3592952 8941 12844 10385 11214 38 178 2057 3352 154 23 289 69 80 20 533 358 192 7177 9712 23 47648 186357 20429 63385 1657 9435 565 2551 161
leaf_count=325385 3592952 8941 12844 10385 11214 38 178 2057 3352 154 23 289 69 80 20 533 358 192 7177 9712 23 47648 186357 20429 63385 1657 9435 565 2551 161
internal_value=0 312.254 4120.15 5855.79 9302.9 14447.8 37301.5 12385.4 3905.07 19057.7 145385 486.623 32763.9 37056.2 99951.7 30921.3 58150.6 10790.4 25.7289 5356.75 217476 -111.192 -347.577 -1374.06 -3775.33 -5284.36 -5743.2 -13957 2661.87 54091.8
internal_weight=0 725212 50750 41809 28965 18291 1514 16777 5563 2211 61 10674 1453 1384 123 1261 536 725 674462 16889 43 657573 609925 284540 98183 77754 76097 12712 3277 726
internal_count=4318164 725212 50750 41809 28965 18291 1514 16777 5563 2211 61 10674 1453 1384 123 1261 536 725 674462 16889 43 657573 609925 284540 98183 77754 76097 12712 3277 726
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=0 0 6 5 1 1 0 3 5 0 1 3 6 0 3 1 5 4 1 3 0 0 6 4 0 1 1 3 0 0
split_gain=8.35026e+12 1.22254e+14 1.94348e+14 1.43515e+14 1.5152e+14 2.40526e+14 2.37684e+14 1.28287e+14 1.19117e+14 1.07106e+14 2.36367e+14 1.35787e+14 2.4359e+14 2.38711e+14 1.38884e+14 1.3344e+14 1.71447e+14 2.15614e+14 2.10935e+14 2.51611e+14 1.44733e+14 1.28765e+14 2.03602e+14 1.36172e+14 1.24918e+14 1.18615e+14 1.73586e+14 2.20302e+14 2.79344e+14 1.55793e+14
threshold=56.663136550000011 56.338501050000012 1.5000000000000002 69.015000000000015 43.048525950000005 44.005491150000005 56.367862600000002 9.5000000000000018 137.05000000000004 56.876792350000009 61.284352600000013 15.500000000000002 1.5000000000000002 56.758269450000007 25.500000000000004 60.08989780000001 48.910000000000004 1.5000000000000002 60.479177250000006 4.5000000000000009 56.831297550000009 56.802385350000009 1.5000000000000002 1.5000000000000002 56.831297550000009 60.55755580000001 60.628582700000003 16.500000000000004 56.791364150000007 56.852744000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 -6 -7 -8 -5 10 11 15 13 14 -13 20 17 -17 19 -18 -2 -20 23 -23 -25 -14 27 -27 -29 -30
right_child=9 2 3 4 5 6 7 -9 -10 -11 -12 12 25 -15 -16 16 18 -19 21 -21 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=10.57619614632203 -8134.4135321178464 -18371.908728550025 -203.51475382040576 -50801.494298344085 28734.197060999923 -153779.19785925196 -5958.3418919341857 -43684.026650221429 147602.63150201613 -231.84313160518815 -26303.4757360611 57610.472606926996 -14645.59829872423 4736.6359405913181 220950.95698529412 9932.8641268880056 109342.55063194077 -4741.2826730698034 3573.997189111441 20355.582330408044 5597.7570227929846 131767.31653906251 13111.212146984659 93224.823499460472 25816.783744491415 -12912.363710535723 -12561.358063064637 -41331.869820174252 33685.972298604232 -23824.977214856746
leaf_weight=3318930 13266 8612 48042 1268 1358 127 3678 1194 31 769439 2787 222 12423 29338 68 22108 484 18303 12539 925 18212 175 16012 343 1385 3276 7922 664 4507 526
leaf_count=3318930 13266 8612 48042 1268 1358 127 3678 1194 31 769439 2787 222 12423 29338 68 22108 484 18303 12539 925 18212 175 16012 343 1385 3276 7922 664 4507 526
internal_value=0 -73.1008 -4391.53 -2229.89 -14945.5 -8586.19 -18724.4 -15203.9 -46066.7 264.532 2572.48 3067.12 -765.62 5629.05 95911 5244.67 7611.44 3286.63 13096.5 50923.1 -189.49 11346.4 16786.4 47709.7 39197 -7227.91 -1773.64 7750.53 19632.5 27675.5
internal_weight=0 3.38324e+06 64310 55698 7656 6357 4999 4872 1299 934924 165485 162698 58946 29628 290 103752 72274 40411 31863 1409 31478 30454 17915 1903 1728 29318 16895 8973 5697 5033
internal_count=4318164 3383240 64310 55698 7656 6357 4999 4872 1299 934924 165485 162698 58946 29628 290 103752 72274 40411 31863 1409 31478 30454 17915 1903 1728 29318 16895 8973 5697 5033
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=1 3 0 1 0 1 1 3 0 1 1 3 5 0 5 3 4 5 0 5 5 0 1 1 5 0 3 0 2 1
split_gain=8.0287e+12 4.47247e+13 2.96477e+13 9.07941e+13 6.70323e+13 4.84826e+13 8.8862e+13 6.09817e+13 6.0941e+13 8.32015e+13 7.57567e+13 6.03038e+13 5.78035e+13 9.28093e+13 5.44482e+13 1.45855e+14 5.40446e+13 5.37785e+13 5.52929e+13 5.18387e+13 5.02461e+13 4.2799e+13 3.99133e+13 4.16616e+13 4.02389e+13 3.87893e+13 1.18788e+14 1.1424e+14 5.21768e+13 4.28962e+13
threshold=83.663637000000008 4.5000000000000009 53.37994195000001 84.920232800000022 53.516665650000007 84.920232800000022 83.761389800000003 24.500000000000004 52.485928400000006 104.38035940000002 104.38035940000002 7.5000000000000009 161.85000000000002 53.355366400000001 132.05000000000004 8.5000000000000018 2.5000000000000004 161.85000000000002 53.340367100000002 104.75000000000001 70.00500000000001 52.056565900000003 114.17164950000002 113.46563545000002 59.810000000000009 51.717367500000009 5.5000000000000009 50.565831500000009 5.5000000000000009 114.17164950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 12 17 9 -7 11 -10 14 -14 16 -16 -3 -8 -19 -13 -12 25 23 24 -23 26 -11 -28 29 -27
right_child=1 2 3 -5 -6 8 7 -9 10 21 20 19 13 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-32.027689235419118 -3431.5806688780776 5664.3672784183527 -8658.8243338609755 643.08540167088574 -43168.303791792547 11418.669233746625 15221.917266730246 -42006.517817250846 -2182.9227975663471 -19463.105582352589 39123.870109522621 -16551.869765839703 59469.951320043103 -165396.84 305806.75467354915 -51680.272953125008 -4769.1077068084523 42563.72753232759 220469.36121875001 -142514.78290127844 202977.43720238097 -6535.1493529986583 -128282.9570601852 3949.3588447749689 -28672.796729068519 7786.7437746678761 15971.292359195004 -75502.374300915952 -6321.8012695050929 -73031.401528098373
leaf_weight=4092386 24740 17016 4374 113506 646 8408 7685 185 9701 2783 172 3282 29 50 21 25 7010 58 25 33 21 3032 27 2431 1126 13344 2337 145 3500 66
leaf_count=4092386 24740 17016 4374 113506 646 8408 7685 185 9701 2783 172 3282 29 50 21 25 7010 58 25 33 21 3032 27 2431 1126 13344 2337 145 3500 66
internal_value=0 580.525 1074.26 61.0299 -13099.7 2529.73 5567.15 14735.3 595.253 2667.18 -5239.68 -6161.86 2548.06 -82850.8 2828.32 111520 2620.22 16086.6 96149.8 -17805.8 56952.5 111.434 -6947.23 -6450.03 -12530.1 2217.41 -5278.02 10627.3 4551.15 7388.98
internal_weight=0 225778 201038 118526 5020 82512 32104 7953 50408 37199 13209 13016 24151 79 24072 46 24026 7768 83 3315 193 28791 6616 6589 4158 22175 5265 2482 16910 13410
internal_count=4318164 225778 201038 118526 5020 82512 32104 7953 50408 37199 13209 13016 24151 79 24072 46 24026 7768 83 3315 193 28791 6616 6589 4158 22175 5265 2482 16910 13410
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 4 0 3 3 3 5 1 5 3 5 3 5 5 4 3 3 0 3 5 2 1 5 0 4
split_gain=7.90427e+12 7.83462e+13 1.28616e+14 5.66134e+14 4.39577e+14 3.97281e+14 2.64038e+14 2.18353e+14 2.1615e+14 3.20808e+14 1.75857e+14 1.55423e+14 1.54601e+14 1.73269e+14 2.87802e+14 1.43465e+14 1.56482e+14 1.38605e+14 1.33885e+14 1.23321e+14 1.19023e+14 2.60217e+14 2.32638e+14 2.20297e+14 3.43978e+14 2.02267e+14 2.12962e+14 1.6643e+14 1.5704e+14 1.82646e+14
threshold=30.346469350000003 30.315880100000005 59.939091550000008 59.950068600000009 30.323743050000001 59.846652800000008 1.5000000000000002 59.963407450000012 12.500000000000002 13.500000000000002 19.500000000000004 97.050000000000011 30.323743050000001 84.030000000000015 10.500000000000002 64.805000000000021 9.5000000000000018 120.05000000000001 100.05000000000001 3.5000000000000004 23.500000000000004 14.500000000000002 60.017447350000005 13.500000000000002 63.005000000000003 4.5000000000000009 30.332994000000003 71.00500000000001 59.982527000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4 8 11 -10 -11 -5 13 14 -8 16 -14 -7 -15 -20 21 23 27 25 -25 26 -9 -22 29 -23
right_child=-2 2 3 7 -6 17 12 20 9 10 -12 -13 15 18 -16 -17 -18 -19 19 -21 22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-353.85884844064668 -33.765700861846994 -51357.263445551347 -7048.6712732433389 46760.958175166103 1681.5524237610841 45030.312528037764 -153390.20255620827 6817.8150088781831 317380.56992753624 -104606.98326388889 226183.10875000001 -66020.639824357277 178223.0190504808 65150.710587263704 -56344.617458071421 -45783.677980166824 -43226.335413049768 -27867.12521022727 -162899.01535644534 85683.326185344835 -46448.936947809038 45417.823536531694 -1680.3166180434191 3851.2190639618912 -74412.367701765179 20359.413118874007 -35635.997396050509 -205114.72479940881 25329.181527896028 185314.91630929633
leaf_weight=201036 4064974 507 2015 916 18063 5061 393 3901 69 45 25 141 78 162 1374 207 54 275 64 29 620 284 5134 1488 902 6028 1695 74 2411 139
leaf_count=201036 4064974 507 2015 916 18063 5061 393 3901 69 45 25 141 78 162 1374 207 54 275 64 29 620 284 5134 1488 902 6028 1695 74 2411 139
internal_value=0 542.109 3995.76 -572.629 9393.91 33235.8 -33637.9 5488.59 47132.7 164363 13532.3 31716.3 -56330.5 -66808.2 -77928.6 6165.05 87630.1 41273.4 10249.8 -85384.1 3292.16 7553.22 -9026.01 1964.5 -25685.9 7649.68 -6041.23 -63367.2 35189.2 91388.7
internal_weight=0 253190 52154 28248 23906 5843 4376 23872 1196 139 70 1057 2361 2022 1767 339 132 5336 255 93 22676 16848 5828 14014 2390 11624 5596 694 2834 423
internal_count=4318164 253190 52154 28248 23906 5843 4376 23872 1196 139 70 1057 2361 2022 1767 339 132 5336 255 93 22676 16848 5828 14014 2390 11624 5596 694 2834 423
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=5 6 3 2 4 0 0 1 3 4 4 1 0 3 2 4 1 1 1 3 1 4 3 3 1 1 0 0 0 0
split_gain=7.93221e+12 1.24711e+13 2.63052e+13 2.73455e+13 3.98854e+13 2.97629e+13 3.21109e+13 6.2072e+13 1.84738e+13 3.81257e+13 1.58766e+13 4.04066e+13 2.54238e+13 2.46998e+13 4.35705e+13 2.3721e+13 2.98358e+13 3.31833e+13 8.69391e+13 4.75382e+13 2.62467e+13 2.60278e+13 2.59734e+13 5.05079e+13 2.58737e+13 4.19884e+13 3.59386e+13 5.06594e+13 4.98836e+13 4.51024e+13
threshold=225.45000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 2.5000000000000004 43.514103700000014 53.204054050000003 39.041623000000008 12.500000000000002 2.5000000000000004 2.5000000000000004 40.247294600000011 44.580511600000001 24.500000000000004 17.500000000000004 4.5000000000000009 83.026705000000007 65.520339550000017 52.395917250000004 3.5000000000000004 92.815157350000007 3.5000000000000004 3.5000000000000004 5.5000000000000009 49.323301500000007 43.808567100000012 45.087005000000012 55.762622900000004 57.692655200000004 45.03656895000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7 -8 -10 11 12 -3 14 15 16 17 18 24 -20 -17 -21 -18 -24 25 26 29 -28 -29 -12
right_child=1 10 3 5 -6 6 8 -9 9 -11 13 -13 -14 -15 -16 20 22 -19 19 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-4.2600933010166333 100573.16125 -107575.71154891304 -11325.13090104728 48948.059030459975 -121370.87841981133 18806.115044341215 -46290.713701923079 -164367.12795608109 -10645.315297154018 132269.00691964288 42.210078918457036 31590.088252519246 -194.11642512308947 -72609.714488636368 75120.56513310186 7176.7601950281423 19665.390281250002 21742.329231338248 -2694.2619401041666 -106462.7188214558 108593.47031250001 -237585.39814860024 -171040.5973820613 13338.656510416666 83979.371386718762 -55537.821551339286 -60325.930771169362 117954.78772321431 -29875.428320312501 105146.06918025362
leaf_weight=4313902 20 23 87 89 53 37 39 37 56 28 100 690 533 44 81 1378 25 301 30 41 26 24 39 24 32 140 124 42 50 69
leaf_count=4313902 20 23 87 89 53 37 39 37 56 28 100 690 533 44 81 1378 25 301 30 41 26 24 39 24 32 140 124 42 50 69
internal_value=0 4311.97 -11510.8 -16772.9 -52985.3 953.414 -20729.4 -72780.5 10585.8 36992.8 6161.28 15424.9 -4636.16 1670.03 2963.9 573.43 -10865.5 -5721.04 -18399.7 -106819 9054.85 -154877 -66577.5 -100801 -3319.1 -8640.15 8413.54 -18611.5 37612.3 42954.4
internal_weight=0 4262 446 426 140 286 197 74 123 84 3816 1246 556 2570 2526 2445 1041 953 652 95 1404 65 88 63 557 525 385 216 92 169
internal_count=4318164 4262 446 426 140 286 197 74 123 84 3816 1246 556 2570 2526 2445 1041 953 652 95 1404 65 88 63 557 525 385 216 92 169
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=0 3 0 0 1 1 3 5 5 0 1 1 4 2 4 3 5 0 0 1 5 2 5 4 2 3 3 5 5 5
split_gain=7.80152e+12 4.38622e+13 8.96135e+13 2.02421e+14 1.7502e+14 1.07638e+14 1.14591e+14 1.00809e+14 9.2559e+13 8.62142e+13 8.1598e+13 1.34038e+14 9.39989e+13 7.76508e+13 9.27755e+13 7.7522e+13 1.41442e+14 9.63145e+13 2.53019e+14 2.45332e+14 1.45005e+14 7.27402e+13 7.14013e+13 7.6257e+13 1.15988e+14 6.7858e+13 6.76308e+13 6.44531e+13 9.77259e+13 6.22525e+13
threshold=45.087005000000012 16.500000000000004 45.040161900000008 45.047272400000004 38.92948375000001 38.984911950000004 19.500000000000004 70.50500000000001 116.06000000000002 45.070824200000011 38.969379750000009 38.911476500000006 3.5000000000000004 12.500000000000002 2.5000000000000004 18.500000000000004 142.05000000000004 45.059881250000011 45.063245200000004 39.036172050000012 89.00500000000001 5.5000000000000009 114.05000000000001 2.5000000000000004 14.500000000000002 17.500000000000004 19.500000000000004 102.01000000000001 125.85000000000001 46.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 5 9 10 -7 -8 -9 -5 11 13 22 14 -4 16 -6 27 29 20 26 -16 23 -12 -25 -3 -20 -17 -29 -19
right_child=-2 2 3 4 15 6 7 8 -10 -11 12 -13 -14 -15 21 17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-105.52340006518011 -49.857780693677597 7450.1880409694131 66442.625505756572 -71774.658357441469 9568.8134812047047 32835.583336900345 6934.8955835505494 -83045.052635591943 76948.123186383935 -15784.212884473207 55846.712920418431 146.06974770964479 232247.13890861743 30153.358980206744 91927.497921875009 -6204.6669090172782 -102133.20498689351 7824.4867026885477 2585.918394133063 8398.9079052359139 -86000.375132341054 312734.2175675676 -81767.582628676479 45703.453869047626 288528.67810388515 -2262.1943433667557 -20691.086779333957 -63839.5446476863 48570.947804276315 34002.455063246656
leaf_weight=414283 3795889 8547 95 399 20158 1228 807 260 42 885 708 695 33 164 25 7302 114 1306 1799 9982 290 37 34 42 37 45431 4077 416 95 2984
leaf_count=414283 3795889 8547 95 399 20158 1228 807 260 42 885 708 695 33 164 25 7302 114 1306 1799 9982 290 37 34 42 37 45431 4077 416 95 2984
internal_value=0 362.366 2157.3 5036.99 3257.83 26100.6 11792.3 -11509 -60794.3 -33183.1 43982.2 24830.8 66766.6 78275.9 128544 4222.12 8940.65 836.251 4446.35 -1288.56 -16971.4 223699 60115.1 66244.7 159432 -724.313 -13564.6 -8607.38 -42941.3 26033.1
internal_weight=0 522275 107992 54014 49807 4207 2337 1109 302 1284 1870 1016 854 321 157 48523 20272 28251 20438 16148 6166 62 821 787 79 53978 5876 7813 511 4290
internal_count=4318164 522275 107992 54014 49807 4207 2337 1109 302 1284 1870 1016 854 321 157 48523 20272 28251 20438 16148 6166 62 821 787 79 53978 5876 7813 511 4290
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=3 2 0 5 6 6 0 0 1 1 1 1 1 0 5 3 4 3 1 1 5 0 1 5 5 0 1 5 5 6
split_gain=8.11514e+12 4.00266e+13 8.38762e+13 7.59993e+13 1.00274e+14 7.08957e+13 1.03595e+14 1.43621e+14 7.70519e+13 1.00532e+14 6.91594e+13 6.62968e+13 6.3924e+13 6.25204e+13 8.78045e+13 6.16114e+13 5.57557e+13 5.00117e+13 9.67113e+13 9.9157e+13 1.07202e+14 9.82008e+13 1.86669e+14 1.97106e+14 1.34926e+14 2.62619e+14 5.36727e+14 9.17346e+13 8.9246e+13 9.52926e+13
threshold=10.500000000000002 9.5000000000000018 55.645049100000001 62.015000000000008 1.5000000000000002 1.5000000000000002 59.963407450000012 59.982527000000012 30.259484550000003 30.410108300000001 30.346469350000003 37.66934650000001 61.365473900000005 45.005863250000004 125.85000000000001 7.5000000000000009 2.5000000000000004 9.5000000000000018 82.95335685000002 65.551978750000004 177.02500000000003 55.061033200000004 65.610478850000007 89.00500000000001 82.00500000000001 55.055104550000003 82.902675200000019 97.050000000000011 114.05000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 15 16 6 8 -8 -4 10 -10 -11 13 -6 -15 -3 -5 -1 19 27 21 24 -23 -24 -21 28 -27 -19 29 -26
right_child=-2 2 5 4 12 -7 7 -9 9 11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-83.584208513697718 -176.07895551284244 114393.56239809678 100596.537957644 -10607.222491379842 -35738.334279652896 1884.3451910786539 294317.51149193547 51104.170234026235 -21067.612516659006 78260.072860312051 -152855.60634014424 13062.499459274492 -22322.234393552553 -2562.0399727029308 94222.706503704903 -1396.0777961444089 3842.1681453007131 2123.6253214026906 -45.710714519002892 9251.5789549243109 132049.21120923915 17338.126457237431 -2996.3561378422205 -62844.342761523105 -7310.7582486539286 575405.01759259263 -10981.475778569402 -7260.2685533551457 -7256.6215357948522 56589.841847909629
leaf_weight=1938223 1629650 46 102 4543 563 10764 31 112 170 173 52 1584 6053 2785 97 45769 6479 218957 408009 16046 69 4894 9537 584 296 27 37 10938 471 1103
leaf_count=1938223 1629650 46 102 4543 563 10764 31 112 170 173 52 1584 6053 2785 97 45769 6479 218957 408009 16046 69 4894 9537 584 296 27 37 10938 471 1103
internal_value=0 106.731 -2106.22 -3545.08 -8602.73 5242.64 21496.6 103829 15838.9 11470.4 -51936.9 19482.1 -16133.2 -5258.74 695.462 -1279.82 -2113.52 174.007 918.112 2413.58 7534 7273.61 1303.73 -6449.69 12259 37211.1 236400 1677.16 30394 43069.8
internal_weight=0 2.68851e+06 79323 66335 20520 12988 2224 143 2081 1979 222 1757 9498 3445 2882 45815 11022 2.60919e+06 670968 262959 33064 32995 15015 10121 17980 1934 64 229895 1870 1399
internal_count=4318164 2688514 79323 66335 20520 12988 2224 143 2081 1979 222 1757 9498 3445 2882 45815 11022 2609191 670968 262959 33064 32995 15015 10121 17980 1934 64 229895 1870 1399
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=4 5 1 1 2 5 3 0 0 5 3 3 1 1 0 5 5 6 5 3 0 1 3 5 0 1 1 1 5 3
split_gain=7.52549e+12 6.55567e+13 3.19421e+13 8.62541e+13 5.45697e+13 5.8966e+13 4.86967e+13 4.34051e+13 9.13253e+13 7.2e+13 6.38677e+13 6.15394e+13 7.69137e+13 6.4596e+13 1.01945e+14 5.2353e+13 4.98211e+13 4.76928e+13 4.60114e+13 5.31297e+13 4.32367e+13 5.03665e+13 4.21576e+13 4.1503e+13 4.11854e+13 4.06853e+13 3.91404e+13 4.47661e+13 3.72961e+13 6.62301e+13
threshold=1.0000000180025095e-35 16.850000000000005 39.863684800000009 44.660994650000006 2.5000000000000004 50.805000000000007 3.5000000000000004 55.924336300000007 55.518428350000008 46.010000000000012 8.5000000000000018 15.500000000000002 37.692869000000009 37.39371280000001 55.695992150000002 34.605000000000011 41.365000000000002 1.5000000000000002 62.995000000000012 10.500000000000002 43.592450450000008 39.739656000000004 10.500000000000002 48.945000000000007 43.642715500000008 37.642309100000013 30.451272450000005 30.425002000000003 161.85000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4 8 9 -6 -10 12 13 -12 -15 22 -17 18 26 -20 21 -11 -16 -13 -22 -24 27 -9 -5 -30
right_child=-2 2 3 28 7 -7 -8 17 10 20 11 23 -14 14 15 16 -18 -19 19 -21 24 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-7356.023943713808 -32.32591350372779 -4323.5063512949946 -6581.3224618919267 1274.195115287197 -2507.7996370004817 -39565.932172208559 21527.568109121799 -8376.9105696640709 -14130.133275937284 111741.84095761139 7511.8005659894252 8679.8096161291778 -138.43310553193339 24937.240983483673 15834.956112410673 209210.81478158457 64945.703215843023 2105.9412730069885 195315.02283528645 -15100.629231770836 -38113.636285451685 -37772.494059806035 69434.369069719483 -22990.02275424455 24965.755915450573 170366.86739130435 -20209.129261555368 10801.324168571704 105290.71700195312 -81178.566374999995
leaf_weight=10083 4073891 20520 761 153602 20067 486 3242 6747 1079 101 656 9331 966 951 129 54 43 9991 24 24 119 29 303 433 795 46 2101 1485 80 25
leaf_count=10083 4073891 20520 761 153602 20067 486 3242 6747 1079 101 656 9331 966 951 129 54 43 9991 24 24 119 29 303 433 795 46 2101 1485 80 25
internal_value=0 539.119 879.043 1692.33 -798.034 -5138.88 16183.9 845.689 2976.66 -1175.75 9242.21 11195.3 23353.7 33754 45035.1 78275.2 145258 -2826.08 -7572.8 90107.2 24427.9 78388.6 64682.4 7275.36 16753 82737.8 -8026.56 -4917.28 1314.92 60893.3
internal_weight=0 244273 234190 157710 76480 21006 4003 55474 35102 21111 13991 12912 3148 2182 1526 575 97 20372 10381 48 1044 130 478 9764 914 349 10333 8232 153707 105
internal_count=4318164 244273 234190 157710 76480 21006 4003 55474 35102 21111 13991 12912 3148 2182 1526 575 97 20372 10381 48 1044 130 478 9764 914 349 10333 8232 153707 105
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 1 5 1 3 1 5 5 1 5 1 3 5 5 2 3 5 3 1 1 3 1 2 3 1 1
split_gain=7.95512e+12 7.55153e+13 3.51276e+14 2.86681e+14 2.62808e+14 3.15728e+14 2.32695e+14 2.29087e+14 2.08726e+14 2.74896e+14 2.04521e+14 1.85796e+14 1.78023e+14 1.58177e+14 1.50746e+14 1.40979e+14 1.41553e+14 1.6372e+14 1.23902e+14 1.14307e+14 1.01236e+14 9.88062e+13 9.17883e+13 9.01902e+13 1.28898e+14 8.95572e+13 8.28185e+13 8.20211e+13 8.67199e+13 7.97297e+13
threshold=59.896318000000008 59.882016200000002 1.5000000000000002 21.500000000000004 30.425002000000003 30.434657650000002 60.310000000000009 30.434657650000002 8.5000000000000018 30.332994000000003 54.410000000000004 93.00500000000001 30.425002000000003 92.035000000000011 30.578016350000002 17.500000000000004 89.00500000000001 69.610000000000014 3.5000000000000004 26.500000000000004 81.910000000000011 23.500000000000004 30.451272450000005 30.410108300000001 19.500000000000004 30.323743050000001 15.500000000000002 7.5000000000000009 30.278357500000002 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 14 12 9 18 22 20 21 26 19 27 17 -17 -3 23 -9 -5 -7 24 25 -4 -10 -8 -29 -30
right_child=-2 2 6 7 5 10 15 11 13 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-11.495623483948188 478.24043053887249 35033.367258522732 1528.7138470059126 72932.327692187493 156371.16839330478 35401.957670153606 -56660.227895459946 -28214.257436391556 931.96952038797372 -117099.16806839925 98811.413763966804 104269.16470532464 166285.97722674676 -78063.093700967584 -73453.569163323482 -103405.1230391765 -142225.85034348062 12787.524244791668 202423.67991779384 -136228.6480177239 -117301.417340179 -54652.549267371236 -29581.444702726865 6328.8266857811223 -152238.58918585526 -54949.052176911107 49968.489882288435 -104984.95135362414 23679.264914783027 -150460.81361607145
leaf_weight=3980885 321892 66 809 125 254 531 612 2653 3501 49 351 103 106 239 370 287 290 210 134 67 134 118 368 2591 76 430 382 72 431 28
leaf_count=3980885 321892 66 809 125 254 531 612 2653 3501 49 351 103 106 239 370 287 290 210 134 67 134 118 368 2591 76 430 382 72 431 28
internal_value=0 -38.5213 -7030.55 5504.62 18673.4 54729.8 -25242.8 -18381.4 6266.95 95177.2 34076.2 -27623.2 58148.6 896.096 -12403.6 -54134.5 -86705.7 -54309.6 147185 -6718.05 -32497.6 10977.5 8801.41 -4496.55 -25826.2 -18072.1 5756.06 -31707.9 -2949.26 13056.3
internal_weight=0 3.99627e+06 15387 9114 5875 1504 6273 3239 4371 249 1250 2890 349 4122 4343 1930 787 497 200 3973 2787 243 899 3906 1315 1239 3883 1143 531 459
internal_count=4318164 3996272 15387 9114 5875 1504 6273 3239 4371 249 1250 2890 349 4122 4343 1930 787 497 200 3973 2787 243 899 3906 1315 1239 3883 1143 531 459
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=2 6 3 3 0 2 1 1 5 5 5 1 0 1 0 1 1 1 3 0 0 4 5 3 3 5 0 0 3 0
split_gain=7.66126e+12 1.13964e+14 2.45609e+14 8.13602e+13 9.95363e+13 1.03996e+14 8.73704e+13 1.62096e+14 1.08346e+14 1.03446e+14 7.87403e+13 9.36618e+13 7.80184e+13 9.32192e+13 1.81234e+14 1.70894e+14 1.14899e+14 9.30249e+13 8.54271e+13 7.76959e+13 9.64701e+13 9.22355e+13 1.1501e+14 1.0929e+14 8.40472e+13 7.6616e+13 7.34555e+13 7.26298e+13 9.34875e+13 7.222e+13
threshold=1.5000000000000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 56.635684300000008 3.5000000000000004 82.959896850000021 82.962740850000003 137.05000000000004 120.05000000000001 39.005000000000003 30.425002000000003 59.950068600000009 30.362552800000003 59.882016200000002 30.410108300000001 20.507360500000004 30.388336800000001 11.500000000000002 60.035045000000004 59.863160500000006 1.5000000000000002 63.005000000000003 8.5000000000000018 6.5000000000000009 132.05000000000004 53.516665650000007 59.846652800000008 8.5000000000000018 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 26 -7 -8 9 -9 -4 19 13 16 -15 17 -1 -16 27 20 24 22 -22 -24 -12 -23 -2 -18 -29 -14
right_child=3 2 10 -5 -6 6 7 8 -10 -11 11 -13 29 14 15 -17 18 -19 -20 -21 21 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=9841.6205485350474 233.41079983909228 1535.0772133050311 -140.54405620731833 70.171401137014172 2007.803409953485 -11245.183314435042 258487.34350000002 3165.3602770123762 -177387.63442234849 189549.92541666667 56118.703304204253 -4092.6333200598165 96013.157844238289 3188.7818762917277 24355.789505208333 33688.573206907589 -22274.187219766667 232710.31175000002 -1273.7835510663081 9508.0878712581962 -11895.3399684504 -44168.986788915601 290583.58870192309 10468.286562500001 -12382.600993949283 125262.68680555555 -4052.354243784046 -41515.860738748903 -127471.03120903863 16646.109884672034
leaf_weight=1458 77986 269900 53604 3538441 52530 22121 25 4024 33 30 194 110508 120 93364 30 537 901 75 895 965 427 2316 26 30 2334 27 82085 426 180 2572
leaf_count=1458 77986 269900 53604 3538441 52530 22121 25 4024 33 30 194 110508 120 93364 30 537 901 75 895 965 427 2316 26 30 2334 27 82085 426 180 2572
internal_value=0 351.994 -341.668 -50.404 -1836.79 -2920.8 -8757 4628.48 3075.63 4544.62 -3313.74 -4769.71 3389.46 2927.49 3552.88 56502.7 -12303.2 173180 -25745.1 -16610.5 -21318.1 -34013.9 5776.21 140522 -7125.78 -42216.5 -1964.35 -40278.4 -67047.1 20184
internal_weight=0 540889 440331 3.77728e+06 238834 186304 26233 4112 4087 4054 170431 116827 100558 97866 94006 642 3860 105 2402 6319 5354 2826 483 56 2528 2343 160071 1507 606 2692
internal_count=4318164 540889 440331 3777275 238834 186304 26233 4112 4087 4054 170431 116827 100558 97866 94006 642 3860 105 2402 6319 5354 2826 483 56 2528 2343 160071 1507 606 2692
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=2 3 1 0 5 1 4 0 5 0 5 0 0 0 0 5 5 5 1 1 0 0 6 1 5 3 4 1 4 0
split_gain=8.16031e+12 8.49841e+13 6.3014e+13 7.39828e+13 7.31511e+13 5.70915e+13 6.48557e+13 8.94494e+13 7.50321e+13 5.78502e+13 5.30677e+13 1.2389e+14 9.11396e+13 4.97162e+13 7.41868e+13 9.23503e+13 6.46049e+13 1.03871e+14 2.04548e+14 8.09771e+13 7.61144e+13 6.35192e+13 5.80599e+13 1.89387e+14 5.64629e+13 1.0541e+14 5.59896e+13 8.10905e+13 7.43083e+13 6.64231e+13
threshold=4.5000000000000009 6.5000000000000009 38.969379750000009 44.580511600000001 150.04500000000004 82.837870700000011 3.5000000000000004 56.320495600000008 225.45000000000002 55.745923000000012 177.02500000000003 44.732363600000006 45.254062050000009 60.003414000000006 59.882016200000002 56.005000000000003 110.05000000000001 102.01000000000001 37.275078000000001 38.058342000000003 55.812836050000008 45.112033650000008 1.5000000000000002 30.305955500000003 98.020000000000024 5.5000000000000009 3.5000000000000004 37.275078000000001 4.5000000000000009 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 -6 13 -12 -13 14 16 22 17 -5 20 26 -19 -21 23 -16 -15 -26 -18 29 -29 -28
right_child=1 -3 4 10 5 -7 -8 -9 -10 -11 11 12 -14 24 15 -17 19 18 -20 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=146.06128583817176 -31177.94997116008 67.027490992420994 -855.16873808281309 -4076.957033799476 -50211.849922975351 12797.749563238191 -62115.587718020462 115853.829348467 36270.656370907738 -235801.34318181817 -188745.15019531251 215866.33845486111 37723.587107397805 3652.4925335111056 245921.06747796477 -29988.485917365844 -47969.528723144533 231309.66552734375 -18797.97873584312 -184215.72006138394 68428.502261117785 -47673.503075610635 -6464.6820210642982 -22298.823967978398 122846.44226190477 -49081.947497106485 49799.61767578125 152195.74775545634 -46088.256336805556 -67074.585843781504
leaf_weight=2028337 1055 2074229 159976 43290 71 254 508 53 84 22 20 36 142 3870 39 2624 296 64 149 56 52 87 2316 81 105 54 80 63 27 124
leaf_count=2028337 1055 2074229 159976 43290 71 254 508 53 84 22 20 36 142 3870 39 2624 296 64 149 56 52 87 2316 81 105 54 80 63 27 124
internal_value=0 -129.382 -2019 -4953.61 -1023.04 -28094.5 -42168.6 1888.34 -32236.9 -94114.7 -4437.2 47237.5 73752.5 -4628.88 -5500.92 -16971.8 -4190.35 -3694.87 58721.5 -33631.6 158294 -101145 -2950.53 64872.6 6052.02 64455.7 -17268.3 13641.7 92710.5 -21241.6
internal_weight=0 2.28983e+06 215598 54630 160968 992 738 230 177 93 53575 198 178 53377 49348 5060 44288 43555 265 733 116 143 2436 120 4029 159 590 294 90 204
internal_count=4318164 2289827 215598 54630 160968 992 738 230 177 93 53575 198 178 53377 49348 5060 44288 43555 265 733 116 143 2436 120 4029 159 590 294 90 204
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 4 5 0 5 0 0 1 1 5 3 0 2 3 3 3 3 5 0 3 3 4 3 6 3 1
split_gain=8.16581e+12 1.63542e+14 7.861e+13 8.24191e+13 6.82843e+13 1.08405e+14 7.98512e+13 9.27242e+13 7.76384e+13 6.63752e+13 2.67215e+14 3.48675e+14 4.41107e+14 3.43384e+14 2.61696e+14 3.20571e+14 3.37562e+14 2.53852e+14 2.47958e+14 2.35473e+14 2.3309e+14 2.27546e+14 2.05627e+14 2.92857e+14 2.27451e+14 1.97918e+14 1.7829e+14 3.28133e+14 2.9762e+14 2.77666e+14
threshold=30.370618100000005 30.388336800000001 38.905000000000008 59.755965500000009 60.003414000000006 1.5000000000000002 80.00500000000001 60.029906750000002 53.005000000000003 59.916647550000008 59.882016200000002 30.332994000000003 30.315880100000005 62.015000000000008 6.5000000000000009 59.904813200000007 6.5000000000000009 19.500000000000004 14.500000000000002 8.5000000000000018 13.500000000000002 58.755000000000003 59.896318000000008 8.5000000000000018 8.5000000000000018 1.5000000000000002 8.5000000000000018 1.5000000000000002 10.500000000000002 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 8 -7 -8 -6 10 -1 12 13 17 -14 22 19 20 -13 -17 -12 -20 23 -16 -24 -18 27 -15 -28 -30
right_child=1 -3 3 4 5 6 7 -9 -10 -11 11 18 14 26 15 16 25 -19 21 -21 -22 -23 24 -25 -26 -27 28 -29 29 -31
leaf_value=672.29506829632214 1877.4279337131211 3.9678903498575893 20098.326361404259 -19996.56553677436 -12042.143106498428 5750.3904270286148 146265.15485309105 -452.7979673032408 -83405.575023619196 1909.9803848119013 -7070.1645276928048 -26232.756860725454 -28430.724851591363 71634.102697473296 146320.37306571225 -4769.5071886299074 64791.825597763062 -62806.560308356296 -57303.019815688538 98283.47709542411 44082.632434678264 -175940.02523367747 -89798.21230937721 16322.017005425558 5278.3483385879699 196349.07622339446 -114961.89582045021 -39058.984150934797 -198192.63173731437 -27800.54465908324
leaf_weight=112114 4138 4015919 667 9122 524 1472 92 81 215 155686 3764 2416 1015 348 197 605 208 621 581 350 1167 224 354 1440 870 254 656 1162 101 1801
leaf_count=112114 4138 4015919 667 9122 524 1472 92 81 215 155686 3764 2416 1015 348 197 605 208 621 581 350 1167 224 354 1440 870 254 656 1162 101 1801
internal_value=0 -36.6193 -10029.6 -14077.1 -16058.3 -989.089 13303.5 77570.6 -32804.2 516.404 -1149.34 -12411.7 -5967.37 -18724.5 17218.6 28049.4 66946.4 -2552.33 -42248.4 32998.6 5035.96 -90315.1 8784.49 31966.3 -22219.3 137120 -40796.2 -13548.3 -56880.9 -36848.7
internal_weight=0 4.03223e+06 16311 12173 11506 2384 1645 173 739 285934 130248 18134 14913 9620 5293 4278 1417 5552 3221 955 4931 805 2861 1637 1224 462 4068 1510 2558 1902
internal_count=4318164 4032230 16311 12173 11506 2384 1645 173 739 285934 130248 18134 14913 9620 5293 4278 1417 5552 3221 955 4931 805 2861 1637 1224 462 4068 1510 2558 1902
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 3 1 4 0 0 0 1 0 0 0 1 5 3 0 0 1 1 4 6 5 5 3 1 0 0
split_gain=8.28617e+12 3.75253e+13 5.63038e+13 2.25608e+14 2.88581e+14 3.16221e+14 2.29482e+14 1.93236e+14 2.14753e+14 3.60063e+14 1.78404e+14 6.25269e+14 2.61875e+14 3.47781e+14 2.56028e+14 2.3163e+14 2.04788e+14 1.67362e+14 1.5413e+14 1.38445e+14 1.85946e+14 2.39457e+14 1.65148e+14 1.23128e+14 1.2317e+14 1.19738e+14 1.1317e+14 1.03214e+14 9.98287e+13 2.21119e+14
threshold=10.500000000000002 73.010000000000005 84.030000000000015 37.328003200000005 37.098288800000006 23.500000000000004 37.417247200000006 2.5000000000000004 55.946414150000003 55.645049100000001 55.657530000000008 37.475443250000005 55.87722990000001 55.842510000000011 55.535913550000011 38.969379750000009 81.910000000000011 17.500000000000004 55.885524800000006 55.591389050000011 37.855187800000003 37.615058950000012 2.5000000000000004 1.5000000000000002 74.010000000000005 76.00500000000001 24.500000000000004 37.275078000000001 55.860536450000005 55.734663800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 17 7 28 -6 9 -9 14 12 13 25 15 -8 19 -3 -14 20 21 -16 -23 -17 -25 -12 -18 -10 29 -5
right_child=1 2 -4 6 5 -7 10 8 27 -11 11 -13 18 -15 16 23 26 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=107.84958672476967 42.724837447245761 -6734.9127467166509 114.19415302615243 -34802.272106380544 8480.7970039593256 -2444.7806884806018 11188.739319495247 128624.40822690984 147516.55989163686 7336.4150614972932 26914.052892197738 -1167.9157827266404 -141176.94282645089 217430.77804878048 -32062.784441415384 -1652.5587671569549 17426.967394741354 11644.156130108884 18703.370182965158 -16198.146218947615 9112.2343475784091 1159.5746666780703 -110402.12028247384 7356.818384764958 -14457.603878769003 90561.740584211555 212422.646421371 -54261.451924189823 -54995.185828509617 12181.686558173215
leaf_weight=2688514 1345223 11056 149599 2908 575 1511 8023 388 415 663 534 41030 70 164 1751 21593 746 8978 435 3969 552 157 857 2927 22369 662 31 27 909 1528
leaf_count=2688514 1345223 11056 149599 2908 575 1511 8023 388 415 663 534 41030 70 164 1751 21593 746 8978 435 3969 552 157 857 2927 22369 662 31 27 909 1528
internal_value=0 -177.925 -1221.51 -2703.54 6174.02 32329.4 -4588.41 57737.5 76707.7 52112.6 -3567.75 1406.15 58035.5 80869.6 -6955.69 -4512.4 -23595.4 1501.45 -3458.26 -28799.8 -43878.4 -54457.3 -93128.8 -7198.97 -11933.5 62143.8 25206.7 135191 -24804.9 -18618.4
internal_weight=0 1.62965e+06 284427 134828 23613 3579 111215 2068 1493 1051 105870 42895 1865 1360 62975 54912 8063 20034 505 7286 3317 2765 1014 46889 25296 1196 777 442 5345 4436
internal_count=4318164 1629650 284427 134828 23613 3579 111215 2068 1493 1051 105870 42895 1865 1360 62975 54912 8063 20034 505 7286 3317 2765 1014 46889 25296 1196 777 442 5345 4436
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=5 4 6 1 6 4 5 0 2 3 0 0 5 0 2 1 2 5 0 1 1 3 1 5 1 0 3 0 0 1
split_gain=8.46951e+12 8.6925e+13 3.85388e+14 2.6545e+14 9.97857e+13 1.52078e+14 2.20001e+14 1.65254e+14 1.62537e+14 1.4745e+14 1.37355e+14 2.52535e+14 1.42203e+14 1.8681e+14 1.23249e+14 1.1485e+14 2.2419e+14 1.10951e+14 1.23972e+14 1.23031e+14 1.25915e+14 1.13658e+14 1.07004e+14 1.11818e+14 1.0627e+14 1.9399e+14 9.91398e+13 9.53985e+13 1.33085e+14 9.43422e+13
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.933113850000026 1.5000000000000002 3.5000000000000004 112.04500000000002 47.208883950000008 1.5000000000000002 37.500000000000007 45.053747000000008 45.005863250000004 91.050000000000011 44.982728700000003 8.5000000000000018 57.550671000000001 13.500000000000002 120.05000000000001 56.093493200000005 39.110397700000007 82.871296800000025 5.5000000000000009 47.981192400000005 80.00500000000001 38.969379750000009 54.725565150000001 4.5000000000000009 54.762542150000009 55.055104550000003 49.148175700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 22 6 7 10 -9 15 11 12 -6 -14 17 16 -10 18 19 24 -21 -20 23 -3 25 -7 -27 -22 -29 -19
right_child=1 4 -4 -5 5 14 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18 29 21 20 27 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-48.291757364397718 15129.921571693005 6769.5911703630236 -8770.9445305505415 -16156.437441909395 -15081.158136010657 -11382.709408602794 -5097.8237381238469 -4689.6257734073943 12270.051081594542 -143074.26383563702 -9498.3641199029862 18340.250702404475 13965.371317184767 -56230.045161320624 -10800.62210924078 3763.0801223754092 -3550.1788639717506 13874.861170091157 303.3361708943404 -10156.555042154287 -9757.2715449140633 -18221.400199613036 1439.4935406928162 -5677.4059688274701 36409.641322956479 -17601.522587710864 26820.248830392604 25275.56382177804 -5115.801416498799 -676.43375031259541
leaf_weight=3859289 14077 8235 39151 3359 6525 3466 25528 12016 63711 65 13037 7324 4277 416 12627 47894 10423 9023 5646 11611 2719 8012 71018 58408 1364 584 3596 3523 2438 8802
leaf_count=3859289 14077 8235 39151 3359 6525 3466 25528 12016 63711 65 13037 7324 4277 416 12627 47894 10423 9023 5646 11611 2719 8012 71018 58408 1364 584 3596 3523 2438 8802
internal_value=0 406.149 -3263.59 9102.69 922.346 2058.28 3543.65 4875.06 6407.57 7499.72 -1633.13 3896.97 -5532.75 7743.06 -1810.7 7579.92 10045.8 56.824 -2695.24 972.401 -3345.54 -10563.6 -1261.28 -4139.34 10696.6 6109.58 20614 5765.38 12845.7 6689.42
internal_weight=0 458875 56587 17436 402288 264627 191216 165688 134109 122093 31579 18542 11218 4693 73411 122028 74134 60784 42959 29301 20291 13658 137661 66643 9010 7646 4180 8680 5961 17825
internal_count=4318164 458875 56587 17436 402288 264627 191216 165688 134109 122093 31579 18542 11218 4693 73411 122028 74134 60784 42959 29301 20291 13658 137661 66643 9010 7646 4180 8680 5961 17825
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 3 6 5 3 4 1 5 0 3 3 0 3 2 0 1 2 0 3 3 2 4 5 2 1 5
split_gain=8.55236e+12 3.69098e+13 1.13481e+14 6.94851e+13 4.39498e+13 5.46036e+13 3.71006e+13 3.51357e+13 3.31438e+13 3.23141e+13 5.30222e+13 5.57015e+13 5.96838e+13 1.3912e+14 1.01945e+14 5.48608e+13 6.90034e+13 6.00871e+13 6.77197e+13 8.72903e+13 6.75422e+13 5.89401e+13 7.0742e+13 5.04034e+13 8.78869e+13 5.4852e+13 1.68322e+14 1.04849e+14 9.50195e+13 7.29695e+13
threshold=45.087005000000012 45.084117700000007 39.016372550000007 68.52500000000002 22.500000000000004 19.500000000000004 1.5000000000000002 85.020000000000024 6.5000000000000009 3.5000000000000004 38.950530550000003 137.05000000000004 45.029420750000007 13.500000000000002 11.500000000000002 45.03656895000001 16.500000000000004 8.5000000000000018 45.059881250000011 38.984911950000004 10.500000000000002 45.047272400000004 16.500000000000004 18.500000000000004 20.500000000000004 4.5000000000000009 132.05000000000004 1.5000000000000002 37.998366300000008 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 6 5 -5 -4 -7 -3 -1 23 12 -12 14 -14 16 -15 21 19 -19 -20 -17 -23 25 -25 26 -11 -28 -27 -30
right_child=-2 2 3 4 -6 7 -8 -9 -10 10 11 -13 13 15 -16 17 -18 18 20 -21 -22 22 -24 24 -26 28 27 -29 29 -31
leaf_value=90.328226091756818 -52.201892718558888 -2572.2317353754406 10976.860339843972 32552.844548844019 59678.519415030874 31532.45528167357 -2225.3761499493198 -48564.720870535719 -20667.452201309363 -8183.951103002335 6430.4866378248253 -5085.9915050453201 17763.850319116467 234015.09126420456 -126721.67215625002 -36598.787053571425 17110.065624999999 227401.3754032258 -125350.78857770649 27516.071217799836 37353.198683894232 81896.680685096158 249639.08153582318 -100871.41215714929 37863.41696920956 2599.3146619762074 273987.60337500001 58021.207753380753 -57122.620220269106 -212461.39687500001
leaf_weight=491300 3795889 3358 7726 822 384 83 2938 161 1449 1767 6342 2572 2093 44 50 21 22 31 42 74 65 65 41 139 68 220 25 223 108 42
leaf_count=491300 3795889 3358 7726 822 384 83 2938 161 1449 1767 6342 2572 2093 44 50 21 22 31 42 74 65 65 41 139 68 220 25 223 108 42
internal_value=0 379.403 4973.56 10132.3 30671.2 20222.1 7339.56 -21318.6 -8026.77 225.574 4953.51 7874.41 11624 24550.8 14392.7 78300.9 161713 62061.3 29475.7 86529.8 -26511.9 116456 146778 -7962.89 -55296.7 -3854.67 2643.86 79792 -39245.3 -100617
internal_weight=0 522275 16921 12114 1450 1066 10664 244 4807 505354 14054 11462 8890 2548 2143 405 66 339 212 105 107 127 106 2592 207 2385 2015 248 370 150
internal_count=4318164 522275 16921 12114 1450 1066 10664 244 4807 505354 14054 11462 8890 2548 2143 405 66 339 212 105 107 127 106 2592 207 2385 2015 248 370 150
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=1 3 0 3 1 5 0 1 1 0 0 0 0 1 5 1 0 0 1 0 3 5 3 0 3 5 3 6 5 0
split_gain=7.47818e+12 3.73793e+13 2.81654e+13 2.59895e+13 3.50839e+13 2.72366e+13 3.46751e+13 3.3284e+13 2.56129e+13 1.60582e+14 1.45418e+14 1.74741e+14 2.39134e+14 2.93448e+14 1.83542e+14 1.55194e+14 1.84397e+14 1.44438e+14 1.28723e+14 1.0995e+14 1.99589e+14 1.86859e+14 1.48472e+14 1.16702e+14 9.96845e+13 9.37351e+13 9.10841e+13 8.46982e+13 8.73843e+13 7.95634e+13
threshold=83.663637000000008 4.5000000000000009 50.565831500000009 24.500000000000004 84.920232800000022 57.995000000000012 55.993277250000013 92.896330950000007 83.011163250000024 53.310923100000004 55.02863030000001 54.811549550000009 54.864040150000001 83.093115700000013 93.00500000000001 83.140147550000009 54.945614000000006 55.017213950000006 83.026705000000007 55.050600750000008 9.5000000000000018 63.855000000000011 14.500000000000002 55.078308950000007 10.500000000000002 70.50500000000001 9.5000000000000018 1.5000000000000002 39.005000000000003 54.934662400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 -5 7 -7 -6 -1 -10 11 -11 13 -13 -15 17 29 -14 -19 20 -12 23 24 -21 27 -18 -16 -22 -29 -17
right_child=1 3 -4 4 5 6 -8 -9 9 10 19 12 15 14 26 16 25 18 -20 21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=20.122716285502104 21851.811549545841 1162.9423549135424 -3563.7271887355428 -39705.729857371392 -5333.0496273435238 24854.477141723633 -25844.591381282364 23072.712730082712 -36413.59429613917 -4689.6886891300392 27923.330002425177 7337.4544642434848 -573.57289730028731 59958.858232034407 119120.96176470589 -8772.9934052916778 -36569.395253679926 23141.336130516793 -11341.209307966254 -28978.196821681937 -1959.1007790147696 -64544.442619236419 25817.971808784612 5638.1349859972324 -30890.578993903266 86112.927030149658 356125.99042338715 546.5315180227559 -15074.764089214565 50471.513561192136
leaf_weight=3928897 444 197540 24296 309 1615 160 860 554 1289 19760 2106 1896 26880 1298 34 261 507 5203 1367 1740 77123 734 1732 2212 1332 71 31 5347 10842 1724
leaf_count=3928897 444 197540 24296 309 1615 160 860 554 1289 19760 2106 1896 26880 1298 34 261 507 5203 1367 1740 77123 734 1732 2212 1332 71 31 5347 10842 1724
internal_value=0 560.268 -3107.6 1011.64 -7532.67 -4415.25 -17891.8 1922.27 -30.9101 -1257.31 -977.923 2980.42 6839.69 32779.5 68170.7 4492.26 28207.8 2675.14 15966.7 -3242.86 -2530.75 -18208.7 -3196.23 -9602.86 -3727.19 -21499.4 232154 -3339.44 -9915.27 42681.7
internal_weight=0 225778 24740 201038 3498 3189 1020 2169 4.09239e+06 163489 162200 59032 39272 3259 1363 36013 2563 33450 6570 103168 98482 4686 96376 3952 94644 578 65 93312 16189 1985
internal_count=4318164 225778 24740 201038 3498 3189 1020 2169 4092386 163489 162200 59032 39272 3259 1363 36013 2563 33450 6570 103168 98482 4686 96376 3952 94644 578 65 93312 16189 1985
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 0 5 4 5 1 1 1 4 1 5 0 5 0 0 1 0 4 5 5 5 0 0 5 6
split_gain=7.4398e+12 8.7464e+13 1.68748e+14 1.28598e+14 6.1288e+13 9.72209e+13 1.07045e+14 9.06679e+13 1.14223e+14 7.29249e+13 6.01112e+13 1.85215e+14 1.20949e+14 9.54607e+13 7.98345e+13 8.19537e+13 7.8206e+13 1.46369e+14 6.85939e+13 7.69304e+13 1.29419e+14 1.27125e+14 6.48019e+13 9.31617e+13 7.60068e+13 6.39412e+13 1.09855e+14 5.86886e+13 5.84502e+13 6.60166e+13
threshold=3.5000000000000004 43.868031300000006 47.208373000000009 56.338501050000012 56.281985950000006 54.194619400000008 56.009576300000013 137.05000000000004 2.5000000000000004 118.33500000000002 30.207352000000004 30.305955500000003 30.332994000000003 3.5000000000000004 30.346469350000003 88.015000000000015 59.932719750000011 57.005000000000003 59.932719750000011 59.950068600000009 30.323743050000001 60.063729500000008 3.5000000000000004 114.05000000000001 150.04500000000004 120.05000000000001 60.035045000000004 59.932719750000011 50.410000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -3 -7 8 -6 -10 22 16 13 18 15 27 -12 -18 -13 20 -20 -21 23 -1 -24 26 -19 -14 29 -4
right_child=-2 2 28 -5 7 6 -8 -9 9 -11 11 12 14 -15 -16 -17 17 25 19 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11488.756950007362 -32.130045346725346 -4000.5516147660596 -9466.585533042602 -49277.354503786126 -5505.730780780962 -49942.869149853483 -10844.867340244207 -92449.829565429696 39014.795141434195 233425.81000000003 16150.064951986547 2856.6672313620829 40279.646227134152 96163.070611702133 2526.7512610094564 -58003.869518649197 19258.592569486176 192383.94935483873 -161387.27629325271 59121.510014255568 110436.15484375 -88235.12028876791 60878.758981402862 -151721.60519205729 -75157.996796875013 8782.9125781250004 39140.264480818565 200281.42544133114 -3403.0566477935436 2349.2376391243865
leaf_weight=3631 4074053 3242 5114 943 1827 1334 1474 96 547 20 469 165 41 47 122156 31 260 155 141 87 20 179 230 48 50 40 67 52 38914 62731
leaf_count=3631 4074053 3242 5114 943 1827 1334 1474 96 547 20 469 165 41 47 122156 31 260 155 141 87 20 179 230 48 50 40 67 52 38914 62731
internal_value=0 536.23 -1449.05 -14233 -10363.4 -15798.2 -29419.2 2841.55 6662.76 45872.3 2340.99 2728.55 2381.4 -41011.6 2608.16 82806.3 45786.9 72414.7 -51902.1 -73061.8 -127620 -40039.5 -9788.86 -13318.4 36586.5 125165 146135 129743 -313.497 1458.59
internal_weight=0 244111 116242 9483 8540 6050 2808 2490 2394 567 127869 123910 122919 639 122280 124 991 522 592 427 161 266 3959 3679 280 262 222 93 106759 67845
internal_count=4318164 244111 116242 9483 8540 6050 2808 2490 2394 567 127869 123910 122919 639 122280 124 991 522 592 427 161 266 3959 3679 280 262 222 93 106759 67845
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 1 3 5 2 5 2 0 3 1 3 0 1 5 1 1 2 0 1 2 0 3 2 0 5 4
split_gain=7.5996e+12 5.41446e+13 9.91736e+13 1.26784e+14 2.84847e+14 1.14803e+14 1.0309e+14 1.03047e+14 1.71223e+14 9.84318e+13 8.10525e+13 8.75364e+13 1.83509e+14 7.38324e+13 1.16673e+14 8.93473e+13 1.35569e+14 1.05276e+14 7.97468e+13 1.81737e+14 9.37792e+13 7.90153e+13 7.75764e+13 1.1674e+14 1.38946e+14 9.91943e+13 1.09958e+14 7.68904e+13 6.89844e+13 6.86046e+13
threshold=56.835000000000008 45.013473000000012 45.053747000000008 39.016372550000007 39.036172050000012 39.027779200000005 20.500000000000004 103.45000000000002 20.500000000000004 79.730000000000018 4.5000000000000009 44.226894250000008 22.500000000000004 38.911476500000006 13.500000000000002 45.03656895000001 38.950530550000003 118.33500000000002 38.975980350000007 38.959914000000005 6.5000000000000009 45.040161900000008 38.975980350000007 14.500000000000002 45.022371150000005 23.500000000000004 15.500000000000002 45.047272400000004 101.05000000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 13 5 -5 -6 -8 -9 -7 11 12 -2 14 -3 16 -15 18 19 27 -21 -19 23 -18 -25 26 -26 -17 -29 -24
right_child=1 2 -4 4 6 9 7 8 -10 -11 -12 -13 -14 15 -16 17 22 21 -20 20 -22 -23 29 24 25 -27 -28 28 -30 -31
leaf_value=-99.23339270078543 3835.3183940165859 -5372.5154658624897 192.7907572300075 14157.3546173658 6320.7605646323173 35267.815669836906 -12199.053390214534 -164339.77471621262 44598.632130561447 82971.593908551091 -4839.5499487823672 -3978.9818204794356 165932.62656250002 -18867.916222099917 38330.48182406518 9090.6656004823399 13337.354164410977 -11313.337995657414 7380.4359695173189 -12508.976306845218 -47797.516691973724 -69873.568728826751 -2084.2013175149232 -25280.795146484379 157411.55083881581 185449.0758948038 31369.68601083793 -38769.59715666595 119550.39116379312 105749.05443766277
leaf_weight=2768887 30581 1204 1401865 2388 11540 2524 1164 117 59 522 51640 22780 70 1896 1240 3314 4130 470 3561 1568 1449 452 3538 140 95 86 255 540 29 60
leaf_count=2768887 30581 1204 1401865 2388 11540 2524 1164 117 59 522 51640 22780 70 1896 1240 3314 4130 470 3561 1568 1449 452 3538 140 95 86 255 540 29 60
internal_value=0 177.351 336.807 5105.02 11372.7 30573.2 3272.16 -22982.2 -94297.9 43442.9 -2014.38 716.1 4205.51 327.61 16800.9 -1537.78 5259.16 -7628.32 -4773.26 -11045.6 -29457.3 -40021.8 10767.9 19219.3 61393.5 89224.7 65581 3259.81 -30700.6 -285.981
internal_weight=0 1.54928e+06 1.44421e+06 42341 18314 5434 12880 1340 176 3046 105071 53431 30651 24027 2444 21583 10200 11383 10461 6900 3017 922 8304 4706 576 436 350 3883 569 3598
internal_count=4318164 1549277 1444206 42341 18314 5434 12880 1340 176 3046 105071 53431 30651 24027 2444 21583 10200 11383 10461 6900 3017 922 8304 4706 576 436 350 3883 569 3598
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 6 1 3 5 2 3 0 1 1 1 1 5 0 0 1 0 3 1 0 0 5 1 1 0 3
split_gain=7.51358e+12 9.5805e+13 1.3197e+14 1.27467e+14 1.21072e+14 9.50443e+13 6.03141e+13 8.02643e+13 5.84474e+13 5.46177e+13 5.17705e+13 7.14749e+13 2.43733e+14 2.78003e+14 1.53357e+14 1.20115e+14 1.44201e+14 1.43004e+14 3.39053e+14 3.80389e+14 1.10839e+14 8.18501e+13 1.71359e+14 1.22703e+14 1.18139e+14 1.03753e+14 1.54011e+14 1.81188e+14 4.068e+14 1.92327e+14
threshold=54.947737500000009 54.945614000000006 87.395000000000024 82.957885500000017 82.945329900000004 1.5000000000000002 20.507360500000004 6.5000000000000009 48.510000000000012 8.5000000000000018 7.5000000000000009 53.37994195000001 54.845880150000006 36.761894450000007 56.022377500000012 37.559851850000008 65.50500000000001 54.864040150000001 54.648549400000007 38.92948375000001 54.484631300000011 5.5000000000000009 40.247294600000011 43.642715500000008 43.514103700000014 39.805000000000007 38.969379750000009 38.911476500000006 45.112033650000008 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 -5 7 -2 -7 -9 11 21 13 20 -14 16 -15 18 -17 -20 -13 -1 25 24 -24 -23 27 -27 -29 -30
right_child=6 2 -4 5 -6 8 -8 9 -10 -11 -12 12 14 15 -16 17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=375.88532396853213 -25673.235355630943 29387.555842034981 -41800.357760445353 -373.67308721874571 -42221.06752292352 -3948.5608597831147 88.073289299077672 47201.076152526774 -16183.988081421585 -39737.812727050783 456.90605195185185 -64791.144940460697 12512.090517482589 -24291.412462852139 -1115.867995988109 -8908.815825129861 -94773.765462100579 6400.8888701631513 -17215.977486423781 -78896.083392702232 6583.8802897923588 -22.118610823978358 -4201.9735566672734 14420.668144696041 -115884.575064433 -6883.9501843745984 -14676.875653270412 -15581.740499105881 104396.93016231702 26488.921044823801
leaf_weight=374944 252 283 908 46218 1425 8842 2797710 747 6991 80 899751 222 9548 2946 61088 23420 322 4070 2791 1558 10906 18303 4022 7979 97 9497 20633 1340 602 669
leaf_count=374944 252 283 908 46218 1425 8842 2797710 747 6991 80 899751 222 9548 2946 61088 23420 322 4070 2791 1558 10906 18303 4022 7979 97 9497 20633 1340 602 669
internal_value=0 -179.03 -3945.27 -3406.17 -30356.2 -2664.35 97.1899 23735.4 -9351.07 38791 -11.6072 -771.207 -2968.43 -8613 726.249 -12978.7 -31236.1 -11104.7 -13670.4 -39312.5 5159.97 -185.041 -3515.88 7184.77 -6832.03 -6052.06 -9422.94 -469.802 22860.4 63389.5
internal_weight=0 1.51938e+06 64667 63759 1708 62051 2.79879e+06 1079 15833 827 1.45471e+06 554957 116871 46235 70636 35107 3268 31839 27769 4349 11128 438086 63142 12098 4119 51044 32741 12108 2611 1271
internal_count=4318164 1519375 64667 63759 1708 62051 2798789 1079 15833 827 1454708 554957 116871 46235 70636 35107 3268 31839 27769 4349 11128 438086 63142 12098 4119 51044 32741 12108 2611 1271
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 5 0 3 5 2 0 0 1 2 5 1 0 1 3 0 5 1 1 5 4 5 1 4 3
split_gain=8.45505e+12 3.71622e+13 2.0974e+14 4.33013e+14 1.35699e+15 4.26906e+14 3.56453e+14 2.90401e+14 2.7665e+14 4.26595e+14 2.34472e+14 2.00715e+14 8.55824e+14 2.62492e+14 2.67805e+14 2.94856e+14 1.93585e+14 1.87521e+14 3.05582e+14 6.5612e+14 3.68456e+14 3.50195e+14 1.97172e+14 2.40829e+14 2.56765e+14 2.79428e+14 4.35324e+14 3.25504e+14 2.39687e+14 6.83049e+14
threshold=10.500000000000002 30.410108300000001 30.332994000000003 59.950068600000009 59.916647550000008 59.990816400000007 86.02500000000002 59.755965500000009 8.5000000000000018 73.010000000000005 5.5000000000000009 59.950068600000009 59.990816400000007 30.226173900000003 6.5000000000000009 94.040000000000006 30.346469350000003 59.932719750000011 30.315880100000005 7.5000000000000009 59.939091550000008 79.730000000000018 30.259484550000003 30.278357500000002 68.00500000000001 1.5000000000000002 37.75500000000001 30.305955500000003 2.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 7 8 10 -4 -5 16 -6 17 13 -13 -15 -16 -10 -1 22 21 -21 -20 -19 -24 25 26 -25 -27 29 -26
right_child=-2 -3 3 5 6 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 18 19 20 -22 -23 23 24 28 27 -28 -29 -30 -31
leaf_value=-26.37704538360687 -179.72872267251654 195.98991463166453 3613.6191478238502 -76356.493212362184 35987.540660906721 -10592.262925343597 -494.19046634246189 -27435.074146800263 -18389.682091454313 70192.148686296918 91086.561207237755 -33356.845593177386 -4970.6853539297572 28985.327582101061 91637.978063725881 -77176.840602530428 -99016.802916129702 16428.738152946928 -25546.161366150445 -307758.32025240385 -100407.57897543153 171274.67313610518 -50248.838132023629 -53458.235134021816 -96018.816584747517 87404.913531494152 45907.295964303841 -82320.190748387249 -2066.3342507625966 156262.90220430688
leaf_weight=68157 1629650 2548796 4182 2079 5169 7390 2523 10771 764 388 908 579 17751 7805 1226 113 488 2314 452 104 487 113 1665 793 151 128 993 964 890 371
leaf_count=68157 1629650 2548796 4182 2079 5169 7390 2523 10771 764 388 908 579 17751 7805 1226 113 488 2314 452 104 487 113 1665 793 151 128 993 964 890 371
internal_value=0 108.943 -1479 -8224.25 -548.197 -24498.8 31102.3 -18751.5 -52132.4 -21424 44220.2 746.513 8091.63 31939.1 36073.7 77391.5 -49816.2 -1854.6 -15075.4 -63233.7 -136896 13818 -8342.95 -17968.8 -5440.47 -22576.5 1788.11 -62425.7 29487 83284.9
internal_weight=0 2.68851e+06 139718 34662 23553 11109 8600 14953 3719 1640 6077 105056 27474 9723 9144 1339 1252 77582 9425 1156 591 565 8269 5955 4290 2878 1786 1092 1412 522
internal_count=4318164 2688514 139718 34662 23553 11109 8600 14953 3719 1640 6077 105056 27474 9723 9144 1339 1252 77582 9425 1156 591 565 8269 5955 4290 2878 1786 1092 1412 522
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 4 5 3 4 0 6 0 0 5 5 6 6 3 3 3 0 1 0 0 1 3 1 1 0
split_gain=8.64416e+12 9.25914e+13 8.39687e+13 7.77464e+13 2.6369e+14 1.29049e+14 1.17669e+14 9.14225e+13 8.65701e+13 8.10773e+13 8.72212e+13 7.92123e+13 1.27448e+14 1.12451e+14 7.96921e+13 7.80266e+13 8.15318e+13 7.32891e+13 7.79316e+13 1.1179e+14 2.14757e+14 5.19418e+14 4.12069e+14 3.84319e+14 4.67862e+14 4.0163e+14 3.57625e+14 2.90794e+14 2.89977e+14 3.04747e+14
threshold=38.633372000000001 38.096381250000007 56.501468900000013 55.193434200000006 14.500000000000002 55.576287050000012 2.5000000000000004 97.050000000000011 11.500000000000002 2.5000000000000004 54.864040150000001 1.5000000000000002 55.212972300000011 55.551692500000009 114.05000000000001 81.00500000000001 1.5000000000000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 8.5000000000000018 59.982527000000012 30.346469350000003 59.904813200000007 54.708501450000007 20.507360500000004 6.5000000000000009 30.315880100000005 37.314272700000011 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 7 11 -7 -3 15 -6 -11 12 -5 14 -13 16 -8 18 -1 -20 21 22 23 24 25 -21 27 -25 29 -24
right_child=-2 2 -4 5 9 6 8 -9 -10 10 -12 13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 28 26 -26 -27 -28 -29 -30 -31
leaf_value=-16494.395610350006 -92.302337446983415 -2349.7966625937061 -19124.628366448476 111237.54175225621 48576.757639356598 1621.8647588965794 156388.68875047637 -55508.106307927919 -4050.2114424863003 207233.37224533281 26676.178911013722 2522.2190065650548 4107.1005945340012 27372.779603239342 -149380.3528125 47054.871178330068 14844.016049790849 598.10801559502602 8235.4218790569521 -16478.58447408232 -680.3351275619234 -81849.77949792186 134803.54855291193 186676.07110455271 -30804.840934268534 88501.099924544367 22970.01000232884 -109008.94356971156 -10768.243385371554 -54209.961017206733
leaf_weight=3229 3029015 16494 1553 232 348 32337 41 330 1859 77 41 2611 213 3793 35 941 5469 784477 12991 719 402135 992 88 226 3460 739 3763 39 7136 2781
leaf_count=3229 3029015 16494 1553 232 348 32337 41 330 1859 77 41 2611 213 3793 35 941 5469 784477 12991 719 402135 992 88 226 3460 739 3763 39 7136 2781
internal_value=0 216.876 3854.42 4404.96 -1337.18 6493.73 4349.38 -3392.49 14963.1 72865.7 144497 19155.2 59959.4 16335.2 512.926 20442.2 15897.3 19.4247 -1016.32 -901.442 -1182.66 -11311.7 -7619.35 7974.85 -10782.9 36731.3 30877.3 143160 -21563 -48412.4
internal_weight=0 1.28915e+06 66374 64821 17290 47531 40647 16824 8310 466 118 6884 445 6439 2646 6451 5510 1.22278e+06 438298 435069 422078 19943 18951 8946 4918 1458 4028 265 10005 2869
internal_count=4318164 1289149 66374 64821 17290 47531 40647 16824 8310 466 118 6884 445 6439 2646 6451 5510 1222775 438298 435069 422078 19943 18951 8946 4918 1458 4028 265 10005 2869
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=1 3 3 1 6 6 0 1 0 0 0 1 3 0 0 5 1 0 5 6 0 1 1 3 0 0 5 5 5 5
split_gain=7.59135e+12 5.75323e+13 1.02849e+14 3.38478e+14 2.80948e+14 1.99657e+14 1.93183e+14 1.5397e+14 1.20102e+14 1.18588e+14 2.3325e+14 1.15333e+14 1.01931e+14 1.30377e+14 2.30081e+14 1.12168e+14 9.54437e+13 9.59253e+13 9.22527e+13 8.56638e+13 4.39925e+14 3.92283e+14 3.58272e+14 2.93661e+14 2.80529e+14 1.95989e+14 1.60311e+14 1.59896e+14 1.30737e+14 1.07016e+14
threshold=30.305955500000003 14.500000000000002 13.500000000000002 30.278357500000002 1.5000000000000002 1.5000000000000002 60.063729500000008 30.243224600000001 59.982527000000012 59.932719750000011 59.950068600000009 30.226173900000003 21.500000000000004 60.042666650000008 60.052595500000002 37.505000000000003 30.160599000000001 59.846652800000008 40.905000000000008 1.5000000000000002 59.990816400000007 30.278357500000002 30.243224600000001 19.500000000000004 59.939091550000008 60.003414000000006 90.015000000000015 92.035000000000011 46.010000000000012 72.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 9 -7 -9 -4 -11 -8 13 15 18 -3 17 -17 -15 20 24 22 23 -22 -18 26 -23 29 -25 -26
right_child=-2 12 3 4 -6 7 11 8 -10 10 -12 -13 -14 14 -16 16 19 -19 -20 -21 21 25 -24 28 27 -27 -28 -29 -30 -31
leaf_value=133.90639621921403 27.08895683653482 4724.5170595827358 -6924.9405594612799 -223285.83647460939 8055.4839143573117 -7359.871460368071 227255.53887362638 143621.26890443315 6627.9952978900101 148775.54897913052 31116.48469780905 68045.035488925147 1281.6795984399266 -66933.936994973643 -13277.257617187501 -8063.1869191290452 -42686.25255045126 18602.564510078151 -186657.60403963414 -7828.1458883142914 -23120.421057184933 32672.490175607134 -75650.480982713256 -76536.79562677558 -129865.90618248803 165387.82813210227 -168133.68018292682 138114.12257812501 87751.286996324663 -278349.62347861839
leaf_weight=107827 4145141 7684 412 104 106 1754 91 129 127 216 766 91 28419 135 688 3508 1365 2192 123 12479 1498 1311 982 55 327 110 41 20 406 57
leaf_count=107827 4145141 7684 412 104 106 1754 91 129 127 216 766 91 28419 135 688 3508 1365 2192 123 12479 1498 1311 982 55 327 110 41 20 406 57
internal_value=0 -648.975 703.445 16881.4 -106514 24107.6 50755.1 3213.77 75659.8 38104.5 56996.7 147650 -3107.62 -6889.79 -43477.5 -5809.35 -9133.33 2191.43 -124011 -12594.3 -22230.9 -5308.39 -26353.5 -1642.11 -64350.8 37026.5 26583 -137549 68150.8 -151906
internal_weight=0 173023 111623 3796 210 3586 1576 2010 256 1394 982 182 61400 32981 946 32035 24351 5700 258 18651 6172 4403 2941 1959 1769 1462 1352 404 461 384
internal_count=4318164 173023 111623 3796 210 3586 1576 2010 256 1394 982 182 61400 32981 946 32035 24351 5700 258 18651 6172 4403 2941 1959 1769 1462 1352 404 461 384
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=5 4 3 2 1 1 1 3 3 4 3 2 2 4 4 2 0 0 3 1 6 1 2 4 4 3 2 1 4 0
split_gain=7.56122e+12 1.16014e+13 1.70868e+13 2.44066e+13 1.59766e+13 3.19926e+13 2.74097e+13 2.20095e+13 2.33544e+13 2.17081e+13 1.81696e+13 2.80107e+13 3.83488e+13 2.80869e+13 2.80631e+13 1.74321e+13 1.25869e+13 3.69579e+13 2.61139e+13 2.21764e+13 2.1617e+13 1.48183e+13 4.05084e+13 4.74804e+13 1.3788e+13 1.34051e+13 1.43562e+13 6.37257e+13 1.28373e+13 1.55334e+13
threshold=225.45000000000002 1.0000000180025095e-35 16.500000000000004 2.5000000000000004 37.275078000000001 37.436176200000013 37.098288800000006 2.5000000000000004 4.5000000000000009 2.5000000000000004 15.500000000000002 5.5000000000000009 2.5000000000000004 2.5000000000000004 3.5000000000000004 9.5000000000000018 56.863241500000008 56.819808050000006 3.5000000000000004 60.08989780000001 1.5000000000000002 54.845880150000006 4.5000000000000009 2.5000000000000004 2.5000000000000004 7.5000000000000009 7.5000000000000009 65.520339550000017 4.5000000000000009 57.945214300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 9 7 -3 -9 -6 11 12 13 -10 -14 -13 17 -7 19 -18 -20 22 23 -22 -19 28 27 -27 29 -23
right_child=1 4 -4 -5 5 16 -8 8 10 -11 -12 15 14 -15 -16 -17 18 24 20 -21 21 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-4.1592772832286284 1839.4065056295958 -107522.02718563989 -37860.851846590915 119205.34506440035 25060.511677631581 3340.0063940666187 -110365.89117052802 52335.942404513888 3113.9591703869046 141101.77682233541 39508.620754076088 -136636.59768066407 -5192.2133138020836 -160438.58742559527 122245.00318287036 -30531.724791666667 18942.037806919641 -34636.4544477983 -60931.200520833343 -82112.609975961546 40606.764882249103 86788.240398437498 -35691.406015625005 237851.18145380437 -147919.39441964286 -31308.132285156255 21475.643293042453 212760.88016304348 -65757.201446242558 -10773.746116605718
leaf_weight=4313902 34 21 22 37 38 3355 29 63 21 28 46 32 48 21 27 30 49 22 21 39 26 25 20 23 21 20 53 23 21 47
leaf_count=4313902 34 21 22 37 38 3355 29 63 21 28 46 32 48 21 27 30 49 22 21 39 26 25 20 23 21 20 53 23 21 47
internal_value=0 4209.93 39141.9 63001.9 3430.68 5269.46 -17410.5 -8686.58 -1479.83 74290.1 -16548.2 -30953.9 -2157.51 -78662.3 40685.2 -85295.5 4059.53 2159.33 21653.2 -25843.5 36634.2 44575.6 84239.5 133191 -89960.7 30095.2 56307.8 99240.4 3036.98 23101.9
internal_weight=0 4262 93 71 4169 3831 338 309 288 66 225 179 117 42 75 62 3765 3398 367 88 279 258 69 49 43 189 96 43 93 72
internal_count=4318164 4262 93 71 4169 3831 338 309 288 66 225 179 117 42 75 62 3765 3398 367 88 279 258 69 49 43 189 96 43 93 72
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 3 5 5 3 1 0 0 6 3 3 5 0 0 3 0 3 3 5 3 5 3 0 5 3
split_gain=7.48597e+12 7.45737e+13 6.80375e+13 6.60699e+13 5.2878e+14 7.5544e+14 5.12564e+14 2.42458e+14 1.474e+14 1.11486e+14 1.09231e+14 2.01663e+14 2.98718e+14 3.3766e+14 2.30867e+14 1.48875e+14 1.21623e+14 1.08124e+14 1.30042e+14 1.04986e+14 1.02403e+14 2.82818e+14 1.37187e+14 1.01319e+14 1.01265e+14 8.70679e+13 8.4817e+13 8.4414e+13 8.1703e+13 8.06937e+13
threshold=38.633372000000001 38.096381250000007 56.501468900000013 56.281985950000006 38.233559750000005 56.320495600000008 16.500000000000004 71.00500000000001 58.995000000000012 30.500000000000004 38.151577750000008 55.899899800000007 54.864040150000001 1.5000000000000002 15.500000000000002 8.5000000000000018 66.040000000000006 55.851332700000007 55.601678500000013 5.5000000000000009 55.193434200000006 14.500000000000002 18.500000000000004 40.205000000000005 21.500000000000004 77.00500000000001 4.5000000000000009 54.864040150000001 71.715000000000018 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 29 6 7 23 9 -8 11 12 19 14 15 -14 -15 18 20 -3 21 27 -22 -6 -10 -13 -18 -12 -19 -5
right_child=-2 2 -4 4 5 -7 8 -9 24 -11 17 25 13 16 -16 -17 26 28 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=24.623017973724572 -85.896455637082823 9985.1548428574624 -17218.293354812104 6599.7580781803745 115931.92174592392 -5241.0248537678708 32648.476277754933 436589.6150815218 207988.85482253088 -169111.44228515626 -4056.0810556764736 -7861.3927160567928 -16132.983504971591 19233.754963159576 25357.021122540169 179939.18121009096 161232.33452316813 9556.6367338331747 -9975.8508043677957 -24511.712743864817 14064.193164296696 96733.267400045966 -11279.331017797997 233204.03946074695 47823.152049512988 -88734.991640624998 53173.370453213785 -36781.185844239859 56648.532338631121 -18326.278869299869
leaf_weight=1222775 3029015 3166 1553 6286 115 738 190 46 81 32 11012 2709 44 3259 212 323 87 5891 12550 1223 10138 272 2706 205 77 140 440 849 393 1637
leaf_count=1222775 3029015 3166 1553 6286 115 738 190 46 81 32 11012 2709 44 3259 212 323 87 5891 12550 1223 10138 272 2706 205 77 140 440 849 393 1637
internal_value=0 201.824 3466.32 3961.88 11710.6 66492.8 137457 221918 56108.2 3565.97 2646.48 11273.7 18794.6 37317.9 108439 156432 26441.2 361.637 -1671.26 372.562 2501.48 -4086.49 8724.77 191059 129933 -11835.5 71012.3 -6398.52 12501.8 1449.7
internal_weight=0 1.28915e+06 66374 64821 9407 1484 746 366 380 222 55414 11603 8754 4365 579 367 3786 43811 37527 4389 24977 12133 12844 320 158 2849 527 11861 6284 7923
internal_count=4318164 1289149 66374 64821 9407 1484 746 366 380 222 55414 11603 8754 4365 579 367 3786 43811 37527 4389 24977 12133 12844 320 158 2849 527 11861 6284 7923
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=1 1 5 6 3 5 5 3 5 0 1 0 5 0 0 0 0 1 0 1 5 1 6 1 6 3 1 5 0 3
split_gain=8.0981e+12 1.05466e+14 1.33026e+14 1.26385e+14 1.24346e+14 2.64296e+14 1.00298e+14 7.62738e+13 2.18626e+14 2.03449e+14 7.25898e+13 2.70676e+14 1.7013e+14 1.18716e+14 1.01944e+14 1.61483e+14 1.23444e+14 4.00679e+14 1.80798e+14 1.5635e+14 1.45805e+14 1.3383e+14 1.2395e+14 1.23672e+14 1.09936e+14 9.97082e+13 9.84234e+13 9.55429e+13 8.29454e+13 8.18519e+13
threshold=43.574807850000006 44.005491150000005 36.515000000000008 1.5000000000000002 14.500000000000002 93.00500000000001 86.810000000000016 24.500000000000004 83.010000000000005 56.320495600000008 39.925119750000007 45.055827000000008 96.015000000000015 57.692655200000004 45.029420750000007 44.039893800000009 43.642715500000008 40.810045900000013 43.465905150000005 42.09605220000001 56.205000000000005 43.048525950000005 1.5000000000000002 42.09605220000001 1.5000000000000002 6.5000000000000009 40.247294600000011 41.305000000000007 43.514103700000014 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 6 -5 7 -4 -6 9 -9 -1 14 13 27 15 16 18 20 19 -12 -18 -20 -23 -19 -17 -22 -15 -13 -24 -26
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 12 -14 26 -16 24 17 23 21 -21 25 22 28 -25 29 -27 -28 -29 -30 -31
leaf_value=11.631219062186339 -4082.6673146993257 12.830369327136687 436.63315044065797 6840.0994793794516 13793.460349381017 116691.52603827583 -28179.153053126131 87749.929001103155 293479.54583333334 -59435.47345614963 10714.742528265284 -1773.128965636173 -37222.116723480744 -40130.082572784071 12351.200447808111 16270.852082732787 46111.781574963439 -35818.31110897677 -77099.343159787226 -53748.725094841597 134580.39066700856 -55247.638835228259 20373.040349690433 11688.015884579383 -672.680149273599 -52366.355241935489 9253.2675916855696 -10004.490771473535 -80168.659825067938 -11064.621902157525
leaf_weight=2010362 15339 2109068 7295 36867 4208 288 1472 270 36 144 6597 21410 1766 429 8947 2656 876 591 434 399 358 453 759 7529 18554 31 6813 41307 92 12814
leaf_count=2010362 15339 2109068 7295 36867 4208 288 1472 270 36 144 6597 21410 1766 429 8947 2656 876 591 434 399 358 453 759 7529 18554 31 6813 41307 92 12814
internal_value=0 135.939 4074.77 6548.61 8837.52 23726.1 -4368.02 17978.1 57109 36555 -137.956 -2402.2 -6568.5 -5794.7 2489.41 797.268 8423.18 16385.8 -132.958 7038.22 68735.4 -28999.2 -12990.5 8230.35 -3263.8 119682 6327.91 -7194.51 9503.67 -4917.85
internal_weight=0 2.17499e+06 65919 50580 41813 4946 8767 4658 450 414 2.14318e+06 132815 71725 69959 61090 52143 18119 9385 8734 6996 1265 1738 1304 8120 34024 389 7242 62717 851 31368
internal_count=4318164 2174987 65919 50580 41813 4946 8767 4658 450 414 2143177 132815 71725 69959 61090 52143 18119 9385 8734 6996 1265 1738 1304 8120 34024 389 7242 62717 851 31368
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=0 0 6 5 1 1 0 3 5 3 1 0 1 0 0 5 4 1 0 1 0 0 0 0 1 0 1 6 1 3
split_gain=8.0475e+12 1.00222e+14 1.5413e+14 1.23283e+14 1.23199e+14 1.7981e+14 1.89134e+14 1.04616e+14 9.50762e+13 9.26281e+13 1.54171e+14 2.13137e+14 1.55014e+14 1.47116e+14 2.14642e+14 1.68249e+14 1.8458e+14 1.62619e+14 1.35889e+14 2.59069e+14 5.74981e+14 4.71518e+14 2.5202e+14 3.12156e+14 2.69335e+14 2.64138e+14 2.3626e+14 2.73231e+14 2.12116e+14 1.87981e+14
threshold=56.663136550000011 56.338501050000012 1.5000000000000002 69.015000000000015 43.048525950000005 44.005491150000005 56.367862600000002 9.5000000000000018 137.05000000000004 5.5000000000000009 65.659480050000013 60.693675950000006 60.58031445000001 56.782419000000012 57.945214300000011 68.00500000000001 2.5000000000000004 34.359746700000009 56.791364150000007 60.628582700000003 56.831297550000009 56.819808050000006 56.911498950000002 56.838612000000005 60.611165000000007 56.852744000000008 60.601268000000012 1.5000000000000002 60.648383500000008 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 -6 -7 -8 -5 -2 12 -12 13 -11 15 -15 17 -17 28 20 21 29 23 24 26 -25 -22 -28 -14 -20
right_child=9 2 3 4 5 6 7 -9 -10 10 11 -13 18 14 -16 16 -18 -19 19 -21 22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=3.9992623890452288 1850.8349867901195 -16431.816760516045 -178.60161006020982 -46134.525600327455 24160.267466045938 -137347.83062417337 -5383.8917447354106 -39451.745590255974 131121.06338205645 13518.893729076512 -24958.627993212343 913.86386958151036 -19941.303428733969 -3133.3111442073459 -61.892019569235714 -147107.6246304216 -8006.9382732703671 -27253.961833077938 4559.8774716636945 1371.2127405491608 70546.844845333617 69028.303165586258 -43305.35468231875 49388.753572364425 75975.067735909121 7124.0940179197496 -14742.941688643812 -74562.650446145693 3345.1483172156654 35010.900948757422
leaf_weight=3318930 262962 8612 48042 1268 1358 127 3678 1194 31 6865 6005 6778 6589 94087 376421 116 17308 4700 4282 113799 259 2449 1178 1705 296 11140 3534 974 9627 3850
leaf_count=3318930 262962 8612 48042 1268 1358 127 3678 1194 31 6865 6005 6778 6589 94087 376421 116 17308 4700 4282 113799 259 2449 1178 1705 296 11140 3534 974 9627 3850
internal_value=0 -71.7633 -3981.74 -2056.72 -13842 -8107.73 -16873.5 -13733 -41904.4 259.692 -362.977 -11240.1 -152.044 -1019.1 -1221.69 -4978.41 -12825.1 -30140.8 2560.16 3540.92 11863.6 30561.2 1498.02 4445.21 -16584.1 12734.2 -22331.4 -27667.6 -6116.77 18976.6
internal_weight=0 3.38324e+06 64310 55698 7656 6357 4999 4872 1299 934924 671962 12783 659179 499497 492632 116211 22124 4816 159682 143466 29667 10581 19086 17908 5063 12845 4767 4508 16216 8132
internal_count=4318164 3383240 64310 55698 7656 6357 4999 4872 1299 934924 671962 12783 659179 499497 492632 116211 22124 4816 159682 143466 29667 10581 19086 17908 5063 12845 4767 4508 16216 8132
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=3 6 5 3 3 2 4 3 1 0 1 1 0 1 5 1 2 3 5 1 3 1 0 0 1 3 5 5 0 5
split_gain=7.54758e+12 4.0756e+13 5.85945e+13 1.0026e+14 7.60618e+13 8.49476e+13 5.7543e+13 5.97307e+13 7.67886e+13 7.56859e+13 9.89068e+13 5.40598e+13 9.89338e+13 6.14114e+13 4.84353e+13 4.54874e+13 4.30901e+13 4.25365e+13 4.11662e+13 8.37073e+13 1.2787e+14 1.40766e+14 9.87804e+13 1.05552e+14 8.13861e+13 8.42737e+13 1.48537e+14 1.62774e+14 8.39375e+13 6.72421e+13
threshold=28.500000000000004 1.5000000000000002 67.990000000000023 29.500000000000004 37.500000000000007 21.500000000000004 1.5000000000000002 31.500000000000004 37.832345550000007 55.769960200000007 37.39371280000001 37.542000650000013 55.795550600000006 37.559851850000008 54.710000000000008 50.158868250000005 17.500000000000004 30.500000000000004 59.025000000000013 37.597123000000003 31.500000000000004 37.487839250000007 55.769960200000007 55.701368300000006 37.767735350000002 30.500000000000004 77.00500000000001 66.040000000000006 55.834684950000003 36.515000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 6 -4 5 -5 11 8 9 14 -11 12 16 -13 17 -7 -3 -8 19 20 21 22 23 -2 25 26 27 -20 -29 -24
right_child=1 2 3 4 -6 15 7 -9 -10 10 -12 13 -14 -15 -16 -17 -18 -19 24 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=11.929515263490371 -59121.80204315186 94029.988145906027 -98732.892646463515 -15478.427852571494 -72699.505601632263 14412.398908691406 227274.16647727272 14157.610142116724 6365.666220189145 -10104.055648803711 191169.30050819175 -60559.247228941938 -2197.0852490437824 -431.08399459207726 6344.1757714361211 76029.299728673985 20844.206118312028 54909.599275914639 7521.9320825297464 11.243203532858946 -6605.9276508419125 -69962.670594639669 1070.3231015041536 46266.748089020693 -8694.6685483599267 4792.6659618279264 -28158.475073678153 98355.041232891235 259411.55293496625 -68503.232850962377
leaf_weight=4283289 128 206 117 813 140 340 22 969 190 32 103 197 600 1233 117 185 132 41 239 10447 6016 753 227 369 4413 5969 224 258 37 358
leaf_count=4283289 128 206 117 813 140 340 22 969 190 32 103 197 600 1233 117 185 132 41 239 10447 6016 753 227 369 4413 5969 224 258 37 358
internal_value=0 -1465.16 6489.34 -9622.57 -2568.51 4769.56 13178.2 28689.9 56574.6 86859.4 143460 3522.66 22178.4 -8714.47 44408.9 36125 65448.6 115100 -2934.31 -5852.12 -13654.2 -36762 -13656.5 19124.4 1858.34 8781.25 40190.1 68860.6 118555 -41506.3
internal_weight=0 34875 5437 1595 1478 1338 3842 1474 505 315 135 2368 938 1430 180 525 338 63 29438 18298 7851 1835 1082 497 11140 6727 758 534 295 585
internal_count=4318164 34875 5437 1595 1478 1338 3842 1474 505 315 135 2368 938 1430 180 525 338 63 29438 18298 7851 1835 1082 497 11140 6727 758 534 295 585
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=2 1 0 3 1 5 3 3 0 5 5 0 3 0 3 3 1 0 2 3 5 5 5 1 5 1 1 1 1 5
split_gain=7.80105e+12 2.34262e+13 2.79571e+13 1.61402e+13 3.53843e+13 3.25982e+13 4.35645e+13 5.23015e+13 5.14489e+13 4.63284e+13 3.40794e+13 3.37217e+13 4.82658e+13 4.41987e+13 1.02526e+14 8.45946e+13 1.74554e+14 8.88157e+13 6.1902e+13 8.64851e+13 8.1861e+13 6.08496e+13 5.04533e+13 4.39233e+13 4.25038e+13 3.73825e+13 6.00115e+13 5.13037e+13 1.00645e+14 8.96931e+13
threshold=25.500000000000004 82.907204800000002 55.039751500000008 28.500000000000004 30.362552800000003 110.05000000000001 32.500000000000007 30.500000000000004 56.791364150000007 132.05000000000004 137.05000000000004 55.885524800000006 29.500000000000004 55.834684950000003 37.500000000000007 32.500000000000007 37.559851850000008 55.87722990000001 4.5000000000000009 29.500000000000004 63.455000000000005 40.205000000000005 69.015000000000015 37.620907050000007 21.015000000000004 37.712318250000003 37.767735350000002 37.66934650000001 37.642309100000013 87.395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 11 7 8 -7 -8 -9 13 -13 25 15 16 17 18 20 -20 -15 24 -22 -16 -17 27 -27 28 -6 -29
right_child=1 2 -4 4 5 6 9 10 -10 -11 -12 12 -14 14 23 21 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=8.9756210163658423 1972.145603068981 16308.609099749474 97277.725972806496 -45563.600613322589 -6194.089947642995 -122191.33800223214 42013.770631130254 83792.189154411768 55982.159264964786 -39639.965680407804 232697.87624289771 -30365.950679876158 -5371.2270469161049 22755.594771039607 50680.900089518233 8066.5180368822685 274915.8613020833 170095.98951028963 -50880.440320138834 39506.503815928445 283939.62968750001 -10582.596914887514 76675.489266304343 190711.71383928572 71594.251859165714 17054.242371956738 -3128.8953221236502 -47489.425556372793 76695.926444526005 146854.31725000002
leaf_weight=4281547 9400 237 52 189 8670 21 137 51 71 141 22 880 6329 101 48 301 30 41 194 233 24 1706 23 42 162 2141 4723 474 149 25
leaf_count=4281547 9400 237 52 189 8670 21 137 51 71 141 22 880 6329 101 48 301 30 41 194 233 24 1706 23 42 162 2141 4723 474 149 25
internal_value=0 2834.32 30877.4 -6.37389 -2446.94 -2142.18 24758.7 65463.5 15312.1 599.466 128668 -2595.37 -8422.32 -394.58 10962.8 7603.7 39368.5 27897 17757.6 -1559.23 73489.2 -1856.9 182512 116029 30294.4 -2433.47 3166.57 -6558.67 -4793.63 -37752.8
internal_weight=0 9689 289 4.30848e+06 26928 26739 443 165 92 278 73 26296 7209 19087 2905 2815 646 616 575 427 148 2169 47 90 463 16182 6864 9318 8819 499
internal_count=4318164 9689 289 4308475 26928 26739 443 165 92 278 73 26296 7209 19087 2905 2815 646 616 575 427 148 2169 47 90 463 16182 6864 9318 8819 499
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 0 3 0 3 0 5 5 2 1 1 0 3 1 1 0 3 0 3 3 6 0 0 5 3 1
split_gain=7.73073e+12 4.01105e+13 1.00822e+14 1.13228e+14 8.79463e+13 8.08627e+13 8.41669e+13 7.45216e+13 1.28312e+14 8.30579e+13 9.62147e+13 6.79224e+13 6.16007e+13 5.56127e+13 7.2966e+13 5.83352e+13 5.53142e+13 6.34294e+13 7.43662e+13 5.82817e+13 5.32777e+13 7.81832e+13 6.04027e+13 5.575e+13 5.26677e+13 7.72703e+13 7.54971e+13 8.34133e+13 8.91314e+13 5.46677e+13
threshold=102.01000000000001 49.177301950000007 49.073956850000009 5.5000000000000009 49.323301500000007 55.793358600000012 13.500000000000002 55.784980300000008 15.500000000000002 55.762622900000004 177.02500000000003 112.04500000000002 5.5000000000000009 50.158868250000005 52.307266200000008 53.145783300000012 3.5000000000000004 49.111504200000006 49.148175700000003 55.812836050000008 14.500000000000002 55.762622900000004 24.500000000000004 22.500000000000004 1.5000000000000002 55.795550600000006 55.820531900000013 123.15000000000002 9.5000000000000018 49.111504200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 16 5 7 -7 9 -9 10 -3 -11 -12 15 -15 -6 -4 -18 19 -19 24 -22 23 -23 -5 29 27 28 -27 -26
right_child=1 4 3 20 13 6 -8 8 -10 11 12 -13 -14 14 -16 -17 17 18 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=21.474464404446323 -83.34007183735666 4704.985300761522 176610.29525669644 62927.777261904768 -77265.911170504391 -98496.870629095269 48781.673947010873 135841.70567129631 -33869.182070707073 -47240.204327766267 -52634.558069054554 -189539.0691942402 -234996.4916811343 -25997.810071175398 -2233.7140423113228 26936.58440377465 -32567.326940006998 117726.03686236213 -86921.192247596162 15131.759138569079 103027.40575720523 14827.222615242701 -77510.397123015879 91569.17154187354 -126525.26309394211 -54995.372511985086 -23479.198018766707 112306.92014770508 144601.76333333334 -25998.701138778113
leaf_weight=4209727 62990 495 42 105 57 248 46 81 99 98 59 51 27 1336 39272 935 67 204 26 76 119 821 63 107 61 88 228 128 30 478
leaf_count=4209727 62990 495 42 105 57 248 46 81 99 98 59 51 27 1336 39272 935 67 204 26 76 119 821 63 107 61 88 228 128 30 478
internal_value=0 -833.679 719.499 19853.4 -3215.22 -29859.3 -75453.3 -15128.9 42500.7 -29338.9 -12257.1 -95946.5 -109888 -2444.09 -3015.55 20949.1 67811.6 55560.8 74856.8 89879 10920.4 26439.8 17243.1 23675.7 -4487.94 -11475.7 17975.7 56397.3 -4250.34 -37375.5
internal_weight=0 108437 65633 2643 42804 1204 294 910 180 730 581 149 86 41600 40608 992 415 373 306 280 2228 1110 991 928 1118 1013 474 246 118 539
internal_count=4318164 108437 65633 2643 42804 1204 294 910 180 730 581 149 86 41600 40608 992 415 373 306 280 2228 1110 991 928 1118 1013 474 246 118 539
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 2 2 2 6 3 3 3 6 2 4 2 1 5 6 3 5 2 5 4 1 5 6 5 5 2
split_gain=7.24604e+12 2.6112e+13 4.58806e+13 3.83518e+13 3.53853e+13 8.75303e+13 4.68669e+13 4.11458e+13 3.98775e+13 3.17814e+13 4.46844e+13 3.699e+13 2.92763e+13 2.54524e+13 2.66883e+13 3.35145e+13 2.33294e+13 2.05394e+13 2.04571e+13 3.10995e+13 3.49067e+13 2.98987e+13 4.37246e+13 2.40568e+13 3.29494e+13 1.93204e+13 1.90287e+13 1.85232e+13 1.79584e+13 6.7974e+13
threshold=43.056445700000005 42.966471700000007 47.473138800000008 15.500000000000002 150.04500000000004 6.5000000000000009 4.5000000000000009 3.5000000000000004 1.5000000000000002 17.500000000000004 14.500000000000002 13.500000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 6.5000000000000009 44.083877800000003 94.040000000000006 1.5000000000000002 10.500000000000002 69.015000000000015 12.500000000000002 137.05000000000004 2.5000000000000004 47.282206100000003 74.610000000000014 1.5000000000000002 99.555000000000021 109.05000000000001 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -3 9 6 7 8 -6 10 11 12 28 -12 -15 -16 -1 -11 -18 20 -20 22 -21 -22 27 -5 -7 -25 -4 -30
right_child=-2 2 4 25 5 26 -8 -9 -10 17 13 -13 -14 14 15 -17 18 -19 19 21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-92549.424497766158 -11.230160855929412 1022.3414238268839 -2358.4732437680636 -15361.158048491783 -121241.74515625002 231247.54986413044 -107645.34189814817 135852.66260080645 52435.304136618593 -9935.8053998161777 -50004.354332386371 -25731.405676143688 16728.748408948344 8800.9035216346147 160244.65009084303 56763.319905952783 -5677.2666063179522 -109413.07881696429 4260.822670979228 17345.367821035034 -21074.568841110697 -34991.179691960264 125071.85112179488 -32383.497515869141 473.65652967935353 -81998.980186631961 110349.91229166667 -128174.00040509259 45151.802020210598 -106333.32651654413
leaf_weight=28 4285952 9862 1730 94 20 23 27 31 39 51 22 291 3263 65 43 115 6230 35 5524 1111 1077 104 39 80 1906 81 30 27 230 34
leaf_count=28 4285952 9862 1730 94 20 23 27 31 39 51 22 291 3263 65 43 115 6230 35 5524 1111 1077 104 39 80 1906 81 30 27 230 34
internal_value=0 1494.22 4344.92 198.911 11224.3 56202 7907.27 42573 -6438.27 9923.72 10819.6 8973.95 10895.1 52613.3 62737 84926 -1349.4 -50420.7 -1190.77 1641.7 -500.245 16355.2 20998.7 -9011.62 -2557.67 -46205 162815 -56554.9 1348.76 25642.4
internal_weight=0 32212 16086 10037 6049 170 117 90 59 5879 5793 5548 5257 245 223 158 16126 86 16098 9868 8614 1254 1150 3090 2013 175 53 107 1994 264
internal_count=4318164 32212 16086 10037 6049 170 117 90 59 5879 5793 5548 5257 245 223 158 16126 86 16098 9868 8614 1254 1150 3090 2013 175 53 107 1994 264
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 0 1 1 1 1 5 1 3 6 1 2 0 1 1 5 5 0 5 1 1 1 3 3 0 3
split_gain=7.22276e+12 2.01211e+14 2.11628e+14 2.0092e+14 1.65586e+14 1.57351e+14 2.58747e+14 3.67743e+14 1.83236e+14 1.9025e+14 1.79233e+14 1.69598e+14 1.67857e+14 1.5118e+14 1.56282e+14 1.41324e+14 1.34547e+14 2.30497e+14 2.27958e+14 2.725e+14 1.47434e+14 1.24141e+14 1.67551e+14 1.63873e+14 1.10477e+14 1.0791e+14 2.21643e+14 1.41404e+14 2.00018e+14 1.57122e+14
threshold=57.60800230000001 57.641335050000002 39.925119750000007 64.805000000000021 105.35000000000001 57.178027650000011 65.610478850000007 39.925119750000007 61.880021000000006 40.247294600000011 75.015000000000015 38.233559750000005 10.500000000000002 1.5000000000000002 39.863684800000009 13.500000000000002 57.131524800000008 65.610478850000007 65.520339550000017 69.610000000000014 83.010000000000005 56.895161300000005 41.995000000000012 65.659480050000013 39.726951800000002 65.551978750000004 9.5000000000000018 19.500000000000004 57.157092150000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 15 16 7 10 9 12 24 -12 -9 14 -5 -4 21 18 -18 25 -19 -1 -23 -24 -7 -20 -27 29 -29 -28
right_child=1 -3 4 13 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 -17 17 20 19 -21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=39.610107907401762 9609.2348097596077 7.4199427965037419 -2979.447080457237 72588.112588747259 -111082.7015219156 -15187.547379055635 18358.671465950199 -1150.848993558094 -9036.8964682874157 -40449.750636539597 -198967.24961674528 -18678.69258360867 -65034.137569287617 52193.289494915582 -12579.200484991021 -175699.9931640625 -2541.8231266515318 -8027.5318438980239 -3705.8932947926633 27941.488523703378 -73517.580931066026 2406.4223412861352 -6311.3902883199016 -39806.650400640618 5949.8191657926473 -746.76480609955809 19385.421981732023 52969.837605545683 -46640.182334934521 55541.119331740498
leaf_weight=3563826 9335 561896 3624 285 154 2847 4060 2874 9297 5560 53 3363 480 2359 883 48 13664 6820 6645 8677 362 27178 50653 1504 18807 6644 3570 311 573 1812
leaf_count=3563826 9335 561896 3624 285 154 2847 4060 2874 9297 5560 53 3363 480 2359 883 48 13664 6820 6645 8677 362 27178 50653 1504 18807 6644 3570 311 573 1812
internal_value=0 328.799 11149.8 17291.7 -9497.61 -50.8714 -5779.49 -8043.78 -18859 -29103 -187.571 -21475.9 -10293.4 37625.2 8202.21 -5237.23 22.5795 5223.6 8061.03 13192.7 -11328.5 -47.4848 -3959.9 -7277.26 3170.74 6648.33 11977.8 25470 -11596.4 31558.2
internal_weight=0 578584 16688 12862 3826 3.73958e+06 47341 43281 18211 8914 25070 3416 3354 3527 1168 3672 3.69224e+06 49078 41896 28232 7182 3.64316e+06 79335 52157 21654 19555 12910 6266 884 5382
internal_count=4318164 578584 16688 12862 3826 3739580 47341 43281 18211 8914 25070 3416 3354 3527 1168 3672 3692239 49078 41896 28232 7182 3643161 79335 52157 21654 19555 12910 6266 884 5382
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 0 3 1 5 3 6 5 1 0 5 1 0 0 5 1 0 6 0 1 0 0 0 5 3 0
split_gain=7.81955e+12 8.37875e+13 1.27208e+14 1.15069e+14 1.29404e+14 1.81578e+14 1.22257e+14 1.09272e+14 8.10464e+13 7.97975e+13 1.25564e+14 1.48306e+14 1.16371e+14 1.62759e+14 1.40287e+14 1.23461e+14 1.20679e+14 1.65579e+14 1.30102e+14 1.79955e+14 2.2409e+14 1.20134e+14 1.6957e+14 2.1959e+14 2.70999e+14 1.90967e+14 3.15687e+14 1.8627e+14 1.41143e+14 1.7116e+14
threshold=56.663136550000011 56.367862600000002 38.096381250000007 49.010000000000012 83.761389800000003 56.501468900000013 9.5000000000000018 37.597123000000003 66.040000000000006 5.5000000000000009 1.5000000000000002 89.00500000000001 65.659480050000013 57.178027650000011 66.990000000000023 60.58031445000001 59.820733200000006 56.782419000000012 91.050000000000011 38.781124500000011 56.831297550000009 1.5000000000000002 57.131524800000008 60.628582700000003 56.782419000000012 56.831297550000009 56.819808050000006 49.995000000000012 13.500000000000002 56.758269450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 6 -6 -5 -3 -9 10 11 -2 15 14 -14 16 17 -11 -19 -20 -21 28 23 24 -23 26 -26 -25 -17 -30
right_child=9 2 3 4 5 -7 -8 8 -10 12 -12 -13 13 -15 -16 21 -18 18 19 20 -22 22 -24 27 25 -27 -28 -29 29 -31
leaf_value=-10.729230856431201 12005.470271932612 -10953.102754224607 1667.2098384876042 -7803.0840725175149 62713.851200358069 -1627.2459879144824 -30215.022544436491 -40142.510428559326 -124635.77089694657 12169.420208947278 1124.8221617219765 -22859.776077561488 -20456.276048702268 -4005.6737877695978 -78357.184435168252 18012.452054223824 218.12826797819872 -3091.5009663504811 -56621.152231088759 -56391.198991732941 -2400.4297568859515 -20611.659309067243 6190.5576405269385 723.56621455856896 11057.295571056356 2010.9427388389586 56513.666328490013 -10966.314152936109 139416.40785319012 3591.214874196367
leaf_weight=3334748 17584 2084 25075 14905 564 1973 2909 851 131 6865 244067 1311 2126 10136 521 8695 326663 158972 986 905 5106 3181 35672 25478 6085 10404 2040 29314 93 38720
leaf_count=3334748 17584 2084 25075 14905 564 1973 2909 851 131 6865 244067 1311 2126 10136 521 8695 326663 158972 986 905 5106 3181 35672 25478 6085 10404 2040 29314 93 38720
internal_value=0 -70.7397 -4197.6 -2866.97 -8453.66 12676.4 -11462.9 -23912.2 -51414 255.988 1732.82 9586.4 -321.949 -9772.01 -31852.7 -138.691 -912.485 -3049.39 -3678.89 -17024.3 -10529.1 2281.79 496.779 -2158.16 6353.19 10982.4 22470.3 -5530.58 6496.5 3916.67
internal_weight=0 3.38324e+06 48492 45426 20351 2537 17814 3066 982 934924 262962 18895 671962 12783 2647 659179 499497 172834 165969 6997 6011 159682 112174 76502 21710 18529 8125 54792 47508 38813
internal_count=4318164 3383240 48492 45426 20351 2537 17814 3066 982 934924 262962 18895 671962 12783 2647 659179 499497 172834 165969 6997 6011 159682 112174 76502 21710 18529 8125 54792 47508 38813
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=5 4 5 5 3 1 0 4 0 1 1 3 3 3 5 1 0 6 5 0 1 5 5 1 3 1 5 1 0 0
split_gain=8.09674e+12 4.34308e+13 6.64915e+13 6.79508e+13 4.27447e+13 4.54366e+13 6.00345e+13 1.08258e+14 1.67838e+14 1.38923e+14 1.00152e+14 9.33359e+13 7.44686e+13 6.44964e+13 5.3788e+13 4.66056e+13 4.41213e+13 1.16701e+14 4.12359e+13 5.70078e+13 9.36518e+13 5.90098e+13 1.07347e+14 5.29804e+13 6.5543e+13 7.85571e+13 5.22963e+13 5.19089e+13 9.27916e+13 1.14551e+14
threshold=31.010000000000002 1.5000000000000002 16.850000000000005 23.035000000000004 18.500000000000004 38.911476500000006 55.576287050000012 1.0000000180025095e-35 55.899899800000007 37.832345550000007 37.39371280000001 3.5000000000000004 13.500000000000002 13.500000000000002 13.050000000000002 37.752451500000006 55.769960200000007 1.5000000000000002 33.57500000000001 43.642715500000008 39.969502550000009 32.475000000000001 32.355000000000011 37.475443250000005 9.5000000000000018 37.436176200000013 31.990000000000006 37.832345550000007 55.899899800000007 55.591389050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 14 9 10 -9 -12 -13 -10 -8 -14 17 -16 19 20 26 22 23 24 -21 -26 -2 28 29 -25
right_child=18 2 3 -5 -6 -7 7 8 13 -11 11 12 15 -15 16 -17 -18 -19 -20 21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-2240.6878044552664 75473.956531894335 3531.5185213408281 -41057.675749789734 -9291.9513378508054 -3009.4288622784061 -576.39104104249509 -15440.910697772482 2320.4978544374285 92.133564242960361 1853.9406863027905 -102530.70266565394 35548.203312667254 7735.1569080921399 17008.113414344622 27603.955039084565 63024.570958485863 -2464.0268287858398 590.46991182796194 -34.937568776514148 -10047.893049066141 -7810.9534221394861 2970.0252120627429 -7118.3294985350913 -4171.460155079586 4358.1306291848623 -48043.122512231697 21254.796121732754 1351.9617400050765 -17889.302107621039 26483.881104169945
leaf_weight=24232 194 3865 764 5679 49270 240909 2300 1838 20075 4601 54 5293 1751 2539 1964 167 18834 8611 3709212 8773 1290 98304 19549 1863 7788 297 2143 71521 958 3526
leaf_count=24232 194 3865 764 5679 49270 240909 2300 1838 20075 4601 54 5293 1751 2539 1964 167 18834 8611 3709212 8773 1290 98304 19549 1863 7788 297 2143 71521 958 3526
internal_value=0 -432.905 -6838.16 -13058.7 -260.262 146.294 2033.39 3555.86 7283.37 16016.1 23174.2 28450 29430.9 1991.39 -713.453 12549.2 438.343 5607.44 43.313 1385.77 13817.2 1173.67 -371.627 1020.72 -4062.04 2433.19 25755.7 2121.11 10788.2 15886.2
internal_weight=0 392746 10308 6443 382438 333168 92259 68027 36318 13704 9103 7265 7211 22614 31709 1918 29409 10575 3.92542e+06 216206 3627 212579 114275 94726 16858 8085 2337 77868 6347 5389
internal_count=4318164 392746 10308 6443 382438 333168 92259 68027 36318 13704 9103 7265 7211 22614 31709 1918 29409 10575 3925418 216206 3627 212579 114275 94726 16858 8085 2337 77868 6347 5389
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=4 5 5 1 4 3 1 0 1 0 0 1 1 3 1 1 3 1 1 1 1 1 0 5 0 1 5 2 5 1
split_gain=7.70373e+12 4.93752e+13 2.83046e+13 3.77632e+13 5.00234e+13 5.21015e+13 4.19139e+13 3.54643e+13 1.25534e+14 3.04042e+13 3.06867e+13 4.34439e+13 3.64754e+13 4.07303e+13 3.11976e+13 5.81898e+13 3.02423e+13 3.02248e+13 2.79749e+13 2.73833e+13 6.34951e+13 6.85842e+13 7.25816e+13 6.50186e+13 5.24652e+13 4.76367e+13 5.81178e+13 8.75989e+13 4.58955e+13 4.0825e+13
threshold=1.0000000180025095e-35 16.850000000000005 13.050000000000002 61.42204370000001 1.5000000000000002 5.5000000000000009 83.691301500000009 44.039893800000009 39.969502550000009 55.518428350000008 55.924336300000007 37.832345550000007 37.328003200000005 8.5000000000000018 49.111504200000006 49.177301950000007 11.500000000000002 39.694727950000008 37.582182450000005 61.880021000000006 82.945329900000004 82.957885500000017 55.034903650000011 30.025000000000002 54.99493995000001 82.97193200000001 57.995000000000012 6.5000000000000009 49.010000000000012 82.95335685000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 5 -2 -5 8 -6 16 11 12 -11 -14 -13 -16 -9 -18 -1 -3 -21 22 23 -22 28 26 -23 -28 -25 -24
right_child=2 19 -4 6 7 -7 -8 9 -10 10 -12 14 13 -15 15 -17 17 -19 -20 20 21 25 29 24 -26 -27 27 -29 -30 -31
leaf_value=-14538.327756008201 8747.1112361795094 -431.02168885683795 -43.95910662297937 -16565.024802434727 116981.74706521741 38975.878355930785 13677.379673641532 -4838.7733022944831 -15132.64734547933 -8986.0395670572925 -2371.3413104704227 -22838.148625919119 172614.68641996838 57416.878654827997 195239.99487537204 10178.933482926615 -62555.300577059657 21775.64194602273 -2936.0050236992843 6320.1346577318218 22129.431382037681 2469.8278521423863 -9722.4564016650784 -10123.41922588801 9383.1373618483849 -65.117743080379526 28277.406182021397 3218.1735835854047 -44186.576647477355 -51647.227353677044
leaf_weight=2929 1352 98290 4066480 1270 115 986 717 1279 192 51 771 170 42 114 21 89 187 55 7154 24933 714 23490 377 1180 794 77479 2398 3335 595 605
leaf_count=2929 1352 98290 4066480 1270 115 986 717 1279 192 51 771 170 42 114 21 89 187 55 7154 24933 714 23490 377 1180 794 77479 2398 3335 595 605
internal_value=0 545.466 -32.7065 6141.69 10462.2 21495.4 -5652.19 2103.27 34356.5 -1459.79 10041.5 29693.1 64430.2 88431.7 4012.43 45508.8 -10972.4 -43389.2 -6306.35 840.47 1760.08 735.488 -11699.4 -4564.73 -11983.8 1232.52 4672.97 13700 -21541.8 -35551.9
internal_weight=0 244273 4.07389e+06 7411 5424 2338 1987 3086 307 2779 1258 487 207 156 280 110 1521 242 10083 234190 135900 110967 4265 3283 2569 106702 29223 5733 1775 982
internal_count=4318164 244273 4073891 7411 5424 2338 1987 3086 307 2779 1258 487 207 156 280 110 1521 242 10083 234190 135900 110967 4265 3283 2569 106702 29223 5733 1775 982
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 5 4 1 1 1 1 6 3 3 1 5 0 5 0 3 5 3 1 5 4 5 0 0 3 1
split_gain=7.89038e+12 8.35395e+13 1.00253e+14 6.60281e+13 1.47269e+14 1.78773e+14 1.27456e+14 1.18439e+14 1.02498e+14 4.59478e+14 1.35811e+14 9.15957e+13 8.10734e+13 1.12809e+14 8.05615e+13 1.46314e+14 1.15711e+14 8.01295e+13 7.11741e+13 6.94508e+13 6.79096e+13 6.75277e+13 6.65765e+13 6.64134e+13 5.7126e+13 9.32158e+13 7.1402e+13 5.68501e+13 1.05664e+14 9.46769e+13
threshold=56.121679000000007 56.197733450000008 35.911716050000003 9.5000000000000018 46.037218400000008 82.00500000000001 5.5000000000000009 37.214886200000009 38.233559750000005 37.971176850000006 37.516458750000005 1.5000000000000002 6.5000000000000009 8.5000000000000018 47.208373000000009 97.050000000000011 56.143542450000005 142.05000000000004 56.143542450000005 23.500000000000004 93.00500000000001 8.5000000000000018 47.208373000000009 68.52500000000002 2.5000000000000004 62.995000000000012 56.143542450000005 56.054485600000007 9.5000000000000018 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 4 7 12 11 20 9 10 -5 -7 -6 23 16 -16 -13 18 19 -10 -4 -18 24 -14 25 -15 -27 -1 -29 -30
right_child=1 -3 3 8 5 6 -8 -9 17 -11 -12 14 13 22 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-27.751463563527512 128356.32944187974 79.43736196345111 19986.967314999194 2741.8100249344084 3114.7549533050042 127548.25957096355 -194139.72083333333 -12958.175662189351 5374.2919172979855 359472.43972656253 103963.37636718751 -47319.304845610124 43349.050723536871 764.66741509008671 73366.291233891592 -21470.797018794692 134198.58475921769 -114768.92848557694 -13930.383277517023 -39725.767004360721 -152983.87680027174 46376.945030980605 23204.909117374533 126425.50495209001 -32616.744330153691 16377.86373136674 146846.96898148148 655.14499630498517 -14038.285506290542 -208.6587632071487
leaf_weight=3157426 66 1080420 1728 1085 6792 150 21 4479 6304 40 151 63 542 1512 301 354 221 65 4009 361 23 145 3257 117 420 87 81 26899 13081 7964
leaf_count=3157426 66 1080420 1728 1085 6792 150 21 4479 6304 40 151 63 542 1512 301 354 221 65 4009 361 23 145 3257 117 420 87 81 26899 13081 7964
internal_value=0 229.42 5234.8 4983.28 8461.83 14131.9 50150.9 -4337.21 -891.895 25903 15107.9 54308.2 10602.5 19056.2 44173.4 22110.8 77858.8 -4075.65 -3401.57 2931.51 17714.9 99405.9 14253.3 58098.6 369.821 8616.46 79282.6 -79.6467 -3497.28 -8804.78
internal_weight=0 1.11279e+06 32374 32308 20293 14063 1255 6230 12015 1276 1236 1234 12808 6016 1084 655 429 10739 10674 6665 1751 366 5357 659 2100 1680 168 3.20537e+06 47944 21045
internal_count=4318164 1112794 32374 32308 20293 14063 1255 6230 12015 1276 1236 1234 12808 6016 1084 655 429 10739 10674 6665 1751 366 5357 659 2100 1680 168 3205370 47944 21045
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=3 5 5 4 3 1 0 5 0 1 1 5 5 5 5 0 5 0 5 1 5 1 0 1 1 1 1 0 1 5
split_gain=7.42026e+12 2.01618e+13 3.95473e+13 3.85731e+13 2.61372e+13 3.30282e+13 4.80007e+13 5.48813e+13 3.63964e+13 3.62227e+13 3.12465e+13 2.93961e+13 2.84518e+13 2.69869e+13 2.61932e+13 2.60158e+13 2.495e+13 2.39827e+13 2.33001e+13 2.02479e+13 1.98249e+13 1.94822e+13 1.93322e+13 4.64183e+13 2.34168e+13 1.92752e+13 4.05502e+13 1.36968e+14 2.23127e+13 1.83419e+13
threshold=2.5000000000000004 43.005000000000003 49.995000000000012 2.5000000000000004 1.5000000000000002 43.048525950000005 44.226894250000008 54.035000000000004 56.338501050000012 28.619594500000002 37.767735350000002 65.045000000000016 55.405000000000008 59.810000000000009 58.995000000000012 57.265292900000006 73.010000000000005 55.535913550000011 79.730000000000018 39.666208800000007 57.995000000000012 53.140944450000006 57.157092150000004 61.880021000000006 65.520339550000017 37.533784800000006 37.66934650000001 55.769960200000007 37.582182450000005 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 4 10 6 7 -6 9 14 13 -10 -7 -4 -8 22 25 -18 19 -9 -21 -3 -5 -24 -25 -11 27 28 -27 -17
right_child=-2 2 3 15 5 12 8 18 11 16 -12 -13 -14 -15 -16 29 17 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-695.86366480421941 -21.494144088805818 3325.8080027072792 -21510.782807815907 3174.9246259505221 -18177.787843919836 -465.05225948277433 11680.314617598684 131476.40204782199 9768.0198168366314 -21032.841358319452 -9412.1803904766311 52079.678568470234 -14319.712261562396 -87258.578380102044 134474.16025390624 -5005.6343896618155 -17566.551752726238 -88152.70667317709 164280.25522836539 103118.95593133225 16071.972310965401 9870.4884753802962 -11050.537959698933 151526.22925907257 49994.254886833645 64381.096875000003 -1150.9166834300954 296776.88016601565 -74975.578761574085 -96588.858345170462
leaf_weight=50162 4205107 12452 172 25765 92 3116 38 33 1012 476 2297 196 2827 98 32 3650 204 63 26 38 84 7166 123 31 85 20 2730 20 27 22
leaf_count=50162 4205107 12452 172 25765 92 3116 38 33 1012 476 2297 196 2827 98 32 3650 204 63 26 38 84 7166 123 31 85 20 2730 20 27 22
internal_value=0 799.465 1992.07 303.769 -4106.16 -1991.74 3919.48 44711.4 1608.11 -3419.66 -13194.8 16633.2 -7055.52 -45374.8 67814.6 2324.91 -4828.25 -34221.7 76677.2 61982.5 43185 5716.43 3437.53 31747.3 77127.8 -2430.44 735.365 77594.3 -15674.9 -5554.34
internal_weight=0 113057 62895 43277 13601 11034 5091 273 4818 3610 2567 1208 5943 270 70 29676 3540 267 181 155 122 19618 26004 239 116 3273 2797 67 47 3672
internal_count=4318164 113057 62895 43277 13601 11034 5091 273 4818 3610 2567 1208 5943 270 70 29676 3540 267 181 155 122 19618 26004 239 116 3273 2797 67 47 3672
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 5 5 3 5 2 2 0 3 6 0 1 1 3 0 1 1 1 1 0 3 3 5 4 5 0
split_gain=7.44205e+12 5.28666e+13 7.76227e+13 9.43634e+13 2.45103e+14 1.03185e+14 9.33471e+13 8.36643e+13 8.273e+13 1.38721e+14 6.54057e+13 6.67532e+13 1.44906e+14 6.37361e+13 6.26295e+13 6.1854e+13 6.06259e+13 1.02319e+14 7.47982e+13 1.16119e+14 8.5991e+13 1.69559e+14 8.33539e+13 9.4357e+13 8.12194e+13 1.15529e+14 8.83663e+13 1.97939e+14 7.6221e+13 1.90055e+14
threshold=55.405000000000008 45.013473000000012 45.053747000000008 39.016372550000007 39.036172050000012 77.00500000000001 74.610000000000014 20.500000000000004 103.45000000000002 20.500000000000004 4.5000000000000009 44.226894250000008 16.500000000000004 1.5000000000000002 43.592450450000008 47.473138800000008 38.911476500000006 13.500000000000002 45.03656895000001 38.950530550000003 38.975980350000007 38.950530550000003 38.996948700000011 45.040161900000008 9.5000000000000018 17.500000000000004 68.00500000000001 2.5000000000000004 112.04500000000002 45.040161900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 16 5 6 -5 -6 -9 -10 11 12 -2 -12 -14 -15 17 -3 19 -18 21 -20 -22 -24 -23 28 -27 -28 -26 -30
right_child=1 2 -4 4 7 -7 -8 8 9 -11 13 -13 14 15 -16 -17 18 -19 20 -21 22 24 23 -25 25 26 27 -29 29 -31
leaf_value=-102.55618311746858 2664.5462135919515 -5357.808375025028 197.5702309104158 23381.985088231377 5081.5613275567521 51230.492003568768 -38220.76086560898 -11534.610547657503 -147960.70820980237 40104.388623667575 1549.8780100708216 -3534.8812791168052 41023.530486210693 -7671.3488752657622 133622.26134662828 5792.627882887391 -16907.009829301838 35123.655624406514 2971.5645590269705 9923.4591894093483 16788.518936123444 -9048.7027684463574 18186.487704026204 -31360.827588521603 -49566.979862517685 -55545.215694632585 48799.54208603251 -49279.554256290583 136156.90078125001 -177855.63500196955
leaf_weight=2681621 31593 1231 1482526 4023 12148 1360 262 1209 117 59 13349 24116 316 36685 95 3762 1987 1267 3627 8571 2439 1617 622 1006 1215 372 442 385 23 119
leaf_count=2681621 31593 1231 1482526 4023 12148 1360 262 1209 117 59 13349 24116 316 36685 95 3762 1987 1267 3627 8571 2439 1617 622 1006 1215 372 442 385 23 119
internal_value=0 168.047 320.555 4454.88 9728.1 27232.1 19615.4 2426.68 -20859.6 -84916.2 -1950.13 438.192 3432.03 -4441.64 62427.1 -6419.06 397.188 15174.6 -1248.92 4874 -6696.45 -12843.2 5092.25 -12430.6 -26588.8 -37685.1 -15067.6 3139.99 -57669.2 -126994
internal_weight=0 1.63654e+06 1.52663e+06 44101 19178 5645 4285 13533 1385 176 109916 56120 32004 53796 411 40447 24923 2498 22425 10558 11867 7800 4067 1628 4173 2556 1199 827 1357 142
internal_count=4318164 1636543 1526627 44101 19178 5645 4285 13533 1385 176 109916 56120 32004 53796 411 40447 24923 2498 22425 10558 11867 7800 4067 1628 4173 2556 1199 827 1357 142
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 1 2 4 5 1 0 0 1 3 3 0 1 4 3 5 3 1 0 2 2 5 4 3 1 2
split_gain=7.59394e+12 3.63789e+13 8.15331e+13 9.17082e+13 7.11175e+13 6.81817e+13 8.63728e+13 7.87087e+13 6.92662e+13 5.79642e+13 5.61971e+13 6.42635e+13 7.40759e+13 1.30246e+14 7.01032e+13 7.00837e+13 7.6221e+13 5.47401e+13 5.74372e+13 5.44762e+13 5.56147e+13 5.02842e+13 6.06777e+13 5.18382e+13 6.31571e+13 4.61456e+13 8.09691e+13 5.22035e+13 4.62642e+13 4.49971e+13
threshold=102.01000000000001 49.177301950000007 49.073956850000009 5.5000000000000009 49.964253350000007 50.158868250000005 2.5000000000000004 3.5000000000000004 137.05000000000004 52.307266200000008 58.242297500000006 55.793358600000012 49.236330900000006 8.5000000000000018 14.500000000000002 55.74310830000001 49.201680550000006 4.5000000000000009 3.5000000000000004 105.35000000000001 23.500000000000004 49.148175700000003 55.793358600000012 3.5000000000000004 1.5000000000000002 120.05000000000001 2.5000000000000004 4.5000000000000009 50.227799100000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 17 10 6 7 -6 -9 25 11 12 13 -3 -13 16 -15 18 -4 -8 -21 22 29 24 -24 26 -7 28 -27 -20
right_child=1 4 3 -5 5 9 19 8 -10 -11 -12 14 -14 15 -16 -17 -18 -19 21 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=21.283635966999707 -69.074122885815925 109559.75494002526 195589.16378676472 9820.0475318703229 -103832.67959096625 -155696.54830357144 -39679.073096362968 -34734.252452256944 197372.80641601564 -2228.6148266770297 96151.307947107271 -87694.870835499358 -50628.440238933712 -76061.406018518523 59316.485979729732 -31380.263131510415 124287.10204467774 -64627.146093750001 72562.374537760421 43791.779805378872 175479.24812729782 -83474.153192934784 -45298.829024621213 -40979.744092548084 119118.82372558594 128682.60716145833 45.125690796236583 -56595.396079687496 -28997.597257653062 185512.78947332976
leaf_weight=4209727 62990 99 34 2228 87 35 74 36 20 39272 37 263 403 27 37 450 64 32 90 565 34 23 33 65 80 30 722 500 49 58
leaf_count=4209727 62990 99 34 2228 87 35 74 36 20 39272 37 263 403 27 37 450 64 32 90 565 34 23 33 65 80 30 722 500 49 58
internal_value=0 -826.271 652.895 17859.4 -3094.33 -2350.35 26269.6 -44310.6 48161.1 -2925.46 -25426.6 -28776.1 -17044.3 4103.15 -69563.5 -15194.8 64843 61020.2 71518.1 41266.6 51266.5 59431 69513.2 30173.9 71103 -23409.4 -7155.61 -44659.9 30881 116827
internal_weight=0 108437 65633 2643 42804 41424 816 143 56 40608 1380 1343 1043 640 300 541 91 415 383 673 599 349 326 178 113 1336 757 579 79 148
internal_count=4318164 108437 65633 2643 42804 41424 816 143 56 40608 1380 1343 1043 640 300 541 91 415 383 673 599 349 326 178 113 1336 757 579 79 148
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=5 3 6 3 0 2 4 2 1 1 3 2 0 0 1 3 3 2 1 1 4 4 3 4 2 4 1 1 1 3
split_gain=7.67427e+12 1.33251e+13 1.29185e+13 2.26231e+13 2.08042e+13 2.68567e+13 5.2852e+13 2.5188e+13 3.0037e+13 2.75778e+13 2.69649e+13 2.45537e+13 3.44258e+13 2.11797e+13 1.98423e+13 1.91354e+13 1.42535e+13 3.14837e+13 2.62615e+13 3.07725e+13 1.53845e+13 1.46655e+13 4.40424e+13 2.2162e+13 2.33279e+13 1.91892e+13 2.23221e+13 2.60459e+13 6.46102e+13 3.89995e+13
threshold=225.45000000000002 34.500000000000007 1.5000000000000002 2.5000000000000004 43.514103700000014 5.5000000000000009 3.5000000000000004 20.500000000000004 37.998366300000008 48.712293450000011 9.5000000000000018 10.500000000000002 55.455204450000004 56.791364150000007 43.94115175000001 12.500000000000002 24.500000000000004 17.500000000000004 39.071052600000009 38.996948700000011 4.5000000000000009 2.5000000000000004 10.500000000000002 1.5000000000000002 12.500000000000002 4.5000000000000009 83.026705000000007 65.520339550000017 52.395917250000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 10 14 -6 12 -11 -14 15 -10 17 21 19 -19 -18 22 -4 24 -24 26 27 28 -23 -30
right_child=1 -3 16 4 7 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 20 18 -20 -21 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.1902534551220647 91431.277890625002 83702.084372674857 22815.840228884117 26977.738406808036 102589.11745923915 70110.355380306602 -150133.3425271739 66917.0654466712 -39308.804615752553 -137192.49363839286 -30512.570295138892 71556.140959821438 80146.798828125 -65385.717031250002 -188787.40878906252 -142939.06262032647 7031.3104999999996 42694.720523648655 -22594.167285156251 186311.94275000002 -105057.80078125 -3531.6208288552307 -75629.963215501237 11207.079733108689 27525.62684151786 8167.4969692827981 -57938.170312500006 19031.70839811306 1555.0127604166667 -136284.55996394233
leaf_weight=4313902 20 21 1005 63 23 53 23 23 49 28 45 21 20 20 20 28 25 37 24 25 24 557 101 91 28 1404 88 301 30 65
leaf_count=4313902 20 21 1005 63 23 53 23 23 49 28 45 21 20 20 20 28 25 37 24 25 24 557 101 91 28 1404 88 301 30 65
internal_value=0 4241.28 3847.82 -12456.6 -17451.2 14117.8 -20389.2 -33292.7 -42366.8 -63159.5 14507.1 -22960.6 -52149.5 7380.54 -100043 -76992.5 5716.08 6415.15 66223.8 100605 -47869.5 5013.64 13944.4 -26582.1 -53239.6 539.138 -9749.25 -5299.49 -16532.1 -92756.3
internal_weight=0 4262 4241 436 416 139 86 277 254 186 68 89 68 40 97 77 3805 3756 86 62 49 3670 1225 220 129 2445 1041 953 652 95
internal_count=4318164 4262 4241 436 416 139 86 277 254 186 68 89 68 40 97 77 3805 3756 86 62 49 3670 1225 220 129 2445 1041 953 652 95
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 3 1 1 0 5 0 5 0 1 0 0 0 0 1 0 1 4 6 3 0 1 3 3 1 5
split_gain=7.0049e+12 1.12944e+14 1.22202e+14 1.70054e+14 9.63814e+13 8.69483e+13 9.47325e+13 1.38252e+14 1.17958e+14 1.509e+14 1.13165e+14 1.47393e+14 1.10622e+14 1.574e+14 4.13223e+14 3.18506e+14 2.01888e+14 2.55463e+14 2.18765e+14 2.13333e+14 1.92016e+14 2.52765e+14 1.67653e+14 1.66402e+14 1.64055e+14 2.1753e+14 1.59433e+14 2.47173e+14 1.57269e+14 1.71874e+14
threshold=56.635684300000008 56.367862600000002 84.920232800000022 103.85249100000001 64.020000000000024 5.5000000000000009 65.610478850000007 60.58031445000001 57.157092150000004 48.945000000000007 57.945214300000011 109.05000000000001 56.791364150000007 60.628582700000003 56.831297550000009 56.819808050000006 56.911498950000002 56.838612000000005 60.611165000000007 56.852744000000008 60.601268000000012 2.5000000000000004 1.5000000000000002 25.500000000000004 56.831297550000009 60.648383500000008 16.500000000000004 28.500000000000004 60.648383500000008 67.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2 7 10 9 -8 11 -7 28 14 15 26 17 18 20 22 -16 -22 -19 -21 25 -15 -14 -28 29 -9
right_child=5 2 3 -5 -6 6 8 12 -10 -11 -12 -13 13 24 16 -17 -18 19 -20 23 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-11.196890430563606 1759.8341504114601 -5186.5581800853906 26823.101156297664 -74232.688653731224 -20921.309756947994 -2993.3511108305756 -514.29215371344378 -8671.7453948371567 -480.87755990257267 -23747.821733278575 -18.899998127848701 -29525.926087332133 3005.9662063188835 1018.5431142277538 63331.224255512498 57419.556723052374 -38934.482086212731 134127.07848157731 68198.017455147405 2432.9855947565106 -12186.886564479719 -68262.786050838229 33303.946627622907 45286.315538336217 2954.94763127029 -30427.20174627806 47360.586312555097 -8310.8158578859147 2940.7565897344739 -48021.952819439786
leaf_weight=3334748 269615 25115 1849 183 4607 129979 4861 5176 15458 6579 376421 2128 4282 5771 259 2449 1178 185 296 10145 3461 1047 1520 995 91412 3555 2722 1128 9627 1413
leaf_count=3334748 269615 25115 1849 183 4607 129979 4861 5176 15458 6579 376421 2128 4282 5771 259 2449 1178 185 296 10145 3461 1047 1520 995 91412 3555 2722 1128 9627 1413
internal_value=0 -67.7179 -6003.45 17722.1 -7625.49 239.552 -361.42 -122.621 -6177.79 -13875.6 -902.641 -3420.74 2582.74 3551.34 9953.34 25804.1 1165.92 3803.75 -15220.3 11302.3 -20400.1 -25210.7 44243.7 6260.55 1665.97 -10968.3 16282.9 31049.6 -5206.54 -17110.3
internal_weight=0 3.3665e+06 31754 2032 29722 951662 682047 655149 26898 11440 508528 132107 146621 130405 29667 10581 19086 17908 5063 12845 4767 4508 1705 11140 100738 9326 8132 3850 16216 6589
internal_count=4318164 3366502 31754 2032 29722 951662 682047 655149 26898 11440 508528 132107 146621 130405 29667 10581 19086 17908 5063 12845 4767 4508 1705 11140 100738 9326 8132 3850 16216 6589
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=2 5 2 1 5 1 1 6 3 5 3 3 1 2 3 4 5 4 0 3 6 5 2 5 1 0 3 1 1 3
split_gain=7.17263e+12 2.00333e+13 2.91814e+13 1.71139e+13 2.13912e+13 2.06026e+13 2.10751e+13 1.89715e+13 1.72322e+13 2.12042e+13 1.61269e+13 1.68421e+13 1.34862e+13 1.34469e+13 1.31108e+13 2.65721e+13 1.90442e+13 1.62255e+13 1.22361e+13 1.14669e+13 4.39016e+13 5.06937e+13 8.82542e+13 8.24465e+13 8.86599e+13 7.92606e+13 4.18613e+13 3.86334e+13 1.65157e+14 4.61193e+13
threshold=27.500000000000004 97.050000000000011 35.500000000000007 37.855187800000003 85.020000000000024 37.487839250000007 37.436176200000013 1.5000000000000002 32.500000000000007 93.00500000000001 34.500000000000007 32.500000000000007 60.55755580000001 31.500000000000004 30.500000000000004 1.5000000000000002 43.405000000000008 1.0000000180025095e-35 55.674875350000008 28.500000000000004 1.5000000000000002 71.715000000000018 21.500000000000004 72.010000000000005 37.457850350000008 55.834684950000003 37.500000000000007 37.39371280000001 37.487839250000007 35.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 10 5 12 6 13 -8 -6 -10 11 -3 -5 18 15 16 -7 -16 -2 -1 -21 27 23 -23 25 -25 -26 -22 29 -29
right_child=1 2 -4 4 8 14 7 -9 9 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 20 21 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=8.6999968525446043 -55738.529023437506 -62194.60800213481 50495.785574127913 22991.746801220288 -21.158645833333335 11737.534415952621 26910.309813729746 104192.35597059462 163297.86118750001 43415.735191514759 -69972.857181803382 18476.598826998197 666.55483687667163 27511.960669187039 26988.156934196566 47943.467226184257 -83251.666638183597 -5527.2577592398093 1497.7266417374849 -3644.2384773866979 -8929.87039651753 -218568.23778409092 39805.456319445511 -271294.0838125 -6638.1901873604911 -53219.868195312505 -123598.2939453125 112951.26161250363 10430.206878019315 -5203.7398437500005
leaf_weight=4283202 40 43 43 528 30 62 270 36 25 36 96 65 555 202 162 142 32 2914 564 24610 648 22 254 25 700 50 32 216 2521 39
leaf_count=4283202 40 43 43 528 30 62 270 36 25 36 96 65 555 202 162 142 32 2914 564 24610 648 22 254 25 700 50 32 216 2521 39
internal_value=0 3500.68 -24370.3 4730.43 15463.7 1882.14 13659.4 36002.3 62030.5 92547.8 -40150.9 -13642.5 11550.9 5176.91 -2072.07 20642.6 -20599.2 -3814.81 -2292.75 -4.74489 -1982.53 7091.05 -11766.5 -27567.8 -22360.9 -125911 -11751.2 13055.6 18187.7 94880.5
internal_weight=0 5845 247 5598 1174 4424 1112 306 91 61 204 108 1083 806 3312 236 94 3076 604 4.31232e+06 29117 4507 1083 829 807 75 732 3424 2776 255
internal_count=4318164 5845 247 5598 1174 4424 1112 306 91 61 204 108 1083 806 3312 236 94 3076 604 4312319 29117 4507 1083 829 807 75 732 3424 2776 255
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=1 5 1 0 0 3 0 2 0 3 6 6 0 1 3 1 5 0 5 0 3 0 4 3 0 1 0 3 3 5
split_gain=6.99848e+12 5.1203e+13 7.49795e+13 2.13521e+14 4.21414e+14 2.18158e+14 1.68885e+14 1.59364e+14 1.65484e+14 2.7157e+14 3.04907e+14 2.64531e+14 2.49744e+14 6.63036e+14 7.12129e+14 4.23611e+14 3.26242e+14 3.33849e+14 3.02838e+14 2.56825e+14 2.5379e+14 2.61492e+14 2.27958e+14 2.22046e+14 3.37472e+14 4.59419e+14 5.23525e+14 2.40654e+14 2.11728e+14 2.01382e+14
threshold=30.305955500000003 36.305000000000007 30.160599000000001 59.916647550000008 59.853570100000006 5.5000000000000009 59.755965500000009 3.5000000000000004 60.003414000000006 7.5000000000000009 1.5000000000000002 1.5000000000000002 59.990816400000007 30.243224600000001 16.500000000000004 30.207352000000004 71.00500000000001 59.982527000000012 55.990000000000002 59.950068600000009 15.500000000000002 59.963407450000012 2.5000000000000004 9.5000000000000018 59.990816400000007 30.278357500000002 59.963407450000012 18.500000000000004 10.500000000000002 57.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4 -7 9 11 23 -9 13 20 16 22 17 18 -15 -20 21 -12 -14 -11 25 -25 -27 -26 -10 -28
right_child=-2 2 3 5 -6 7 -8 8 28 10 12 -13 15 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 27 26 29 -29 -30 -31
leaf_value=2887.3433591212051 26.009644173554406 1206.5785122020654 -61628.861374287575 18982.595337541119 -27075.977823463385 -12581.990812155145 4414.3756817464709 100113.74350380778 -31133.191108476378 37250.10033031083 -37682.521886774157 -58044.572882298526 26622.273611138793 84767.280464099706 -93002.556149912474 -27557.776941501863 45755.571400022731 -79750.467749023446 109021.41469536771 236571.7614539566 38533.523169800836 32447.718230816405 142653.21912819601 -23855.743286867524 49781.061242522555 -224854.27706284239 -89926.935937500006 -13203.294925794486 -1405.3212351419745 197011.64039228726
leaf_weight=33504 4145141 59900 403 5261 9910 11877 9875 119 2674 982 1551 950 735 693 241 2007 1085 80 283 357 1541 809 220 1973 956 251 51 1660 23028 47
leaf_count=33504 4145141 59900 403 5261 9910 11877 9875 119 2674 982 1551 950 735 693 241 2007 1085 80 283 357 1541 809 220 1973 956 251 51 1660 23028 47
internal_value=0 -623.117 -1466.12 -3476.87 -12362.2 -458.647 1824.82 -2346.78 527.535 8313.12 11670.6 -40438.5 22675.6 33447.1 71158.8 -1471.09 86996.7 118664 130572 180171 6968.67 -13642.1 53351.9 -6179 -14815.6 -42563.5 -148324 9813.92 -4498.17 47686.5
internal_weight=0 173023 139519 79619 20188 59431 10278 54170 42293 16591 15522 1069 9602 6640 2739 2962 2498 1413 1333 640 3901 2360 955 5920 4938 2322 349 2616 25702 98
internal_count=4318164 173023 139519 79619 20188 59431 10278 54170 42293 16591 15522 1069 9602 6640 2739 2962 2498 1413 1333 640 3901 2360 955 5920 4938 2322 349 2616 25702 98
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 3 1 5 1 1 1 6 3 3 5 1 5 1 2 3 1 3 5 6 1 2 0 1 1
split_gain=7.26483e+12 7.7211e+13 4.47172e+14 4.07535e+14 3.4392e+14 2.32564e+14 2.86884e+14 1.67823e+14 1.51227e+14 1.14179e+14 8.10301e+13 2.45603e+14 2.2249e+14 2.12276e+14 1.65735e+14 1.34699e+14 1.11299e+14 8.74599e+13 7.83284e+13 7.32616e+13 7.14428e+13 6.55524e+13 6.45811e+13 7.98014e+13 1.18368e+14 6.81453e+13 6.33515e+13 5.68224e+13 3.09632e+14 1.31888e+15
threshold=55.708120100000009 55.701368300000006 37.487839250000007 37.620907050000007 37.889331900000009 37.362912300000012 27.500000000000004 37.998366300000008 99.555000000000021 37.503486000000002 37.869926150000005 37.752451500000006 1.5000000000000002 21.500000000000004 13.500000000000002 63.455000000000005 37.66934650000001 48.945000000000007 49.111504200000006 9.5000000000000018 9.5000000000000018 37.642309100000013 18.500000000000004 58.605000000000011 1.5000000000000002 37.914142000000005 7.5000000000000009 55.751981950000008 37.944765900000007 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 9 10 8 -7 22 20 -4 11 12 13 15 -13 21 -14 -16 -9 -11 -3 26 23 -6 -25 -26 -5 28 29 -2
right_child=27 2 3 4 7 6 -8 18 -10 19 -12 14 16 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-61.647478940720944 3195.4284504768289 13403.785721643651 198124.07852678571 1654.122921444954 5246.5973308638031 -107860.38482789337 129544.41798295456 -63495.893788591355 -152981.15018229166 48741.252834141698 -31699.058123524417 -864.38072986680004 -106966.14265062328 -181081.33055138221 23213.440128532002 106097.07601068338 -37524.492153015141 117616.30917845655 -5900.7524922677731 149032.52181985296 -30008.69270292978 -31967.856427358191 37140.325890740663 -43254.359456949307 -30132.7264298804 67195.622072059079 127621.79064980159 17.194311645529179 -2696.6102059177974 62637.140499856338
leaf_weight=2581548 41771 481 70 109 2856 683 55 285 90 509 3149 741 361 52 167 166 640 238 1377 85 1789 257 1638 143 81 643 63 1620655 53363 4099
leaf_count=2581548 41771 481 70 109 2856 683 55 285 90 509 3149 741 361 52 167 166 640 238 1377 85 1789 257 1638 143 81 643 63 1620655 53363 4099
internal_value=0 -105.529 -6877.5 917.354 -2995.7 -41171.8 -90167.6 11986.2 -25850.3 77327.9 -20700.2 -8303.87 -33027.8 12674.8 27250.3 29608.1 -62567.9 78689.7 -15777.2 63092.7 -20809.8 11.0329 20593.3 13313.2 39885.4 56306.7 47793.4 159.425 2482.31 8507.21
internal_weight=0 2.59828e+06 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 595 1001 405 1662 594 2270 429 5361 3723 867 724 172 1.71989e+06 99233 45870
internal_count=4318164 2598276 16728 13630 12966 3098 738 7023 2360 664 5943 2794 1648 647 1146 595 1001 405 1662 594 2270 429 5361 3723 867 724 172 1719888 99233 45870
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=5 4 5 5 4 1 5 0 3 1 0 4 0 1 1 3 6 1 2 0 3 1 3 3 1 0 3 0 3 0
split_gain=7.35187e+12 3.56703e+13 5.23544e+13 6.36498e+13 6.0019e+13 7.48259e+13 4.80392e+13 4.08624e+13 3.49963e+13 3.74178e+13 4.80005e+13 8.43155e+13 1.37951e+14 1.11802e+14 8.11017e+13 7.56117e+13 6.39687e+13 5.50117e+13 4.38596e+13 6.73682e+13 4.32269e+13 4.08358e+13 3.88816e+13 4.96722e+13 3.82264e+13 3.93476e+13 3.87043e+13 3.60229e+13 3.59553e+13 5.1014e+13
threshold=31.010000000000002 1.5000000000000002 16.850000000000005 18.050000000000004 4.5000000000000009 50.158868250000005 23.035000000000004 53.37994195000001 18.500000000000004 38.911476500000006 55.576287050000012 1.0000000180025095e-35 55.899899800000007 37.832345550000007 37.39371280000001 3.5000000000000004 1.5000000000000002 30.578016350000002 2.5000000000000004 55.755036050000008 7.5000000000000009 38.096381250000007 13.500000000000002 12.500000000000002 37.869926150000005 56.054485600000007 17.500000000000004 55.769960200000007 8.5000000000000018 43.465905150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 7 6 -6 -5 -4 9 10 21 18 13 14 -13 27 -17 22 -12 20 -20 -1 23 -14 26 -26 -19 -16 -11 -30
right_child=-2 2 3 4 5 -7 -8 -9 -10 28 11 12 17 -15 15 16 -18 24 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4469.0585510616174 41.27264439971114 2984.1452820582226 11163.456808035715 -37514.415969155903 3485.8297514204551 199818.85451822917 -8843.0331460525249 -155061.5666464844 -2743.5964123070776 404.39489810527959 -3815.4953473719179 2048.0431677867073 6130.009125552916 1687.5963842481924 -160050.42589111329 11814.613135740874 32508.013210404682 -8262.9613310288969 -20639.935024349026 509.2997442177587 23845.077917181883 4820.8089597264761 21676.144692776059 -23970.738912435176 22237.771825626347 -900.52189748867227 83760.684926970105 6175.8242897727278 35191.978716689853 -2268.6233506670596
leaf_weight=17785 3925418 3865 21 652 55 30 5635 50 49270 150318 18059 1838 9191 4601 32 2113 5098 7118 244 11321 2085 6447 1490 583 951 3235 46 22 365 90226
leaf_count=17785 3925418 3865 21 652 55 30 5635 50 49270 150318 18059 1838 9191 4601 32 2113 5098 7118 244 11321 2085 6447 1490 583 951 3235 46 22 365 90226
internal_value=0 -412.512 -6217.36 -11737.1 -10687.9 72779.8 -11816.4 -105896 -256.052 111.815 1824.31 3185.67 6475.27 14392.4 20813.9 25561.5 26444.3 1677.53 -582.087 3695.72 19184.6 -1997.46 6628.5 4334.56 -3235.93 4356.17 -7672.08 -92328.6 -544.006 -2117.69
internal_weight=0 392746 10308 6443 6372 85 6287 71 382438 333168 92259 68027 36318 13704 9103 7265 7211 22614 31709 13650 2329 24232 11264 9774 11350 4186 7164 54 240909 90591
internal_count=4318164 392746 10308 6443 6372 85 6287 71 382438 333168 92259 68027 36318 13704 9103 7265 7211 22614 31709 13650 2329 24232 11264 9774 11350 4186 7164 54 240909 90591
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 5 3 3 2 2 3 0 5 0 5 5 1 2 5 2 3 3 5 3 5 5 3 5
split_gain=7.8161e+12 6.48848e+13 4.97252e+13 1.55274e+14 8.02319e+13 7.50485e+13 1.43374e+14 8.78639e+13 8.66567e+13 8.09249e+13 1.91934e+14 1.80933e+14 2.27124e+14 3.26489e+14 1.009e+14 1.39447e+14 1.20337e+14 8.44474e+13 8.43941e+13 1.00978e+14 2.99673e+14 2.73681e+14 7.85722e+13 1.35565e+14 2.27053e+14 1.25315e+14 1.42532e+14 1.15952e+14 1.11283e+14 1.24223e+14
threshold=39.694727950000008 39.714575750000009 39.718803500000007 43.592450450000008 39.739656000000004 47.208883950000008 47.236539400000005 87.395000000000024 3.5000000000000004 22.500000000000004 4.5000000000000009 7.5000000000000009 23.500000000000004 43.592450450000008 47.005000000000003 44.226894250000008 132.05000000000004 32.615000000000009 39.726951800000002 10.500000000000002 46.810000000000009 11.500000000000002 5.5000000000000009 13.500000000000002 64.805000000000021 21.500000000000004 60.610000000000007 48.945000000000007 14.500000000000002 62.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 8 -8 -7 14 -11 12 13 -12 17 16 22 -4 19 -19 -21 -22 -16 -24 25 26 27 -25 -28 -30
right_child=1 2 4 -5 -6 6 7 -9 -10 10 11 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-158.34583446991269 4567.5462189463396 105041.39358698328 6020.1845853302557 -5918.1788349215212 27.273999772698609 -10301.673617956527 5065.874532979984 -35735.116362304689 27348.024477271148 119173.59258333333 -10845.602875 -22849.689247345927 -29788.300917968751 -476156.3128083882 29270.539243295807 -23909.584246457809 -65087.166040962846 -19644.921281980594 796.85757481257815 -15259.869569834462 -467253.10000000003 -26199.649479166666 -5934.9207819696685 141759.28179853724 -5411.9917367532953 279179.28750723385 259312.64599431818 21641.462916713674 225680.54975219729 4768.7797900390624
leaf_weight=1810376 32297 127 3811 18114 2423382 697 9179 560 4974 75 25 512 70 38 2928 1077 185 2801 2333 143 34 24 2680 94 882 27 55 554 40 70
leaf_count=1810376 32297 127 3811 18114 2423382 697 9179 560 4974 75 25 512 70 38 2928 1077 185 2801 2333 143 34 24 2680 94 882 27 55 554 40 70
internal_value=0 114.31 56.21 -5145.64 94.8251 4928.36 10080.3 2719.79 22720.7 627.206 -32237.9 -49843.9 -153761 -291509 1961.23 9742.7 14565.5 -5348.89 -13470.3 -24558 -93022.7 -284748 16575.9 8131.95 30024.6 67233.1 60194.3 39066 143171 85100.3
internal_weight=0 2.50779e+06 2.47549e+06 18241 2.45725e+06 33868 15410 9739 5671 18458 720 645 133 63 17738 8592 7515 9146 5335 3002 201 58 7330 4402 1722 840 813 648 165 110
internal_count=4318164 2507788 2475491 18241 2457250 33868 15410 9739 5671 18458 720 645 133 63 17738 8592 7515 9146 5335 3002 201 58 7330 4402 1722 840 813 648 165 110
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=4 5 1 1 5 3 5 0 5 5 3 2 0 1 5 1 1 3 3 0 1 5 3 1 3 0 3 0 0 5
split_gain=7.59073e+12 4.36375e+13 2.96074e+13 1.07093e+14 8.13475e+13 6.4426e+13 4.21613e+13 5.97841e+13 8.62977e+13 6.65636e+13 6.08432e+13 6.1715e+13 4.63487e+13 4.18451e+13 3.86954e+13 3.30815e+13 6.3845e+13 3.8769e+13 3.68673e+13 3.37423e+13 5.8394e+13 3.07454e+13 5.04636e+13 4.195e+13 3.45659e+13 3.06917e+13 3.88831e+13 3.00814e+13 3.71421e+13 8.4317e+13
threshold=1.0000000180025095e-35 13.050000000000002 37.582182450000005 37.642309100000013 27.010000000000002 5.5000000000000009 45.985000000000007 55.734663800000007 36.005000000000003 41.005000000000003 6.5000000000000009 2.5000000000000004 55.745923000000012 37.503486000000002 38.455000000000005 39.863684800000009 44.660994650000006 3.5000000000000004 6.5000000000000009 44.678200800000006 39.787929450000007 161.85000000000002 16.500000000000004 82.911991800000024 9.5000000000000018 55.885524800000006 17.500000000000004 55.784980300000008 55.769960200000007 47.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 -4 7 -6 10 14 11 -9 -8 -3 -10 18 17 -17 -5 20 -20 -18 23 -23 -25 26 -12 28 29 -15
right_child=-2 2 3 15 6 -7 12 8 9 -11 25 -13 -14 27 -16 16 21 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-10876.443757351199 -32.465724217350775 -730.24954146729942 39403.455486080973 -6931.0897774598507 6882.3233126234736 4798.1307594736882 106300.69040178572 260321.38764467594 157452.2377424569 42278.929513888892 12075.470800000001 31748.722507440474 -67083.186206896557 -14967.247117279761 329109.79231770837 -6342.2598698589991 1113.844156459377 18603.151909445438 16881.161904009754 -821.03415654629907 -82692.306057889349 198358.02932692308 -68769.130687500001 136636.35407608698 -25162.819556451614 -33258.536033163269 88428.292703780593 -130.08131466587855 -43916.74005833955 153941.64333333334
leaf_weight=3302 4073891 35082 648 10243 174 3169 21 27 29 27 125 21 58 1986 24 769 154697 3282 1707 26594 61 26 25 23 31 49 143 1439 461 30
leaf_count=3302 4073891 35082 648 10243 174 3169 21 27 29 27 125 21 58 1986 24 769 154697 3282 1707 26594 61 26 25 23 31 49 143 1439 461 30
internal_value=0 541.451 697.909 1184.98 16412.9 10673 47801.9 56581.9 76015 170079 55398.4 160321 -20993.8 -1824.66 235184 836.783 1474.87 13867.8 -1788.83 68.3073 13445.7 1150.56 55244.5 93998.7 43751.6 39511.1 52816 -11629.1 -18309.4 -12453.7
internal_weight=0 244273 240971 201973 4515 3817 698 619 445 80 365 48 79 38998 53 197458 158853 4051 38605 28362 1768 154802 105 80 54 317 268 3916 2477 2016
internal_count=4318164 244273 240971 201973 4515 3817 698 619 445 80 365 48 79 38998 53 197458 158853 4051 38605 28362 1768 154802 105 80 54 317 268 3916 2477 2016
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 5 1 4 5 4 1 3 5 1 6 1 5 0 3 5 0 3 1 3 2 5 4 3 1 1
split_gain=7.48327e+12 6.72356e+13 8.1285e+13 5.3752e+13 1.18496e+14 1.50506e+14 9.66314e+13 9.39939e+13 1.722e+14 1.0382e+14 8.33855e+13 1.22287e+14 9.3542e+13 8.25935e+13 6.65198e+13 7.56558e+13 1.25634e+14 8.64457e+13 6.13889e+13 6.04316e+13 5.71789e+13 5.75251e+13 6.44938e+13 5.51741e+13 8.99759e+13 6.57542e+13 7.40068e+13 5.44025e+13 5.20034e+13 5.02825e+13
threshold=56.121679000000007 56.197733450000008 35.911716050000003 9.5000000000000018 46.037218400000008 59.025000000000013 37.214886200000009 2.5000000000000004 79.010000000000005 5.5000000000000009 44.083877800000003 19.500000000000004 67.00500000000001 37.971176850000006 1.5000000000000002 47.208373000000009 97.050000000000011 56.143542450000005 8.5000000000000018 72.705000000000013 56.143542450000005 10.500000000000002 47.282206100000003 4.5000000000000009 4.5000000000000009 112.04500000000002 3.5000000000000004 6.5000000000000009 47.208373000000009 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 19 -7 -9 14 11 -5 -12 -13 -10 17 -17 -16 -19 -4 21 22 -14 -18 25 -25 -27 -26 -22 -8
right_child=1 -3 3 10 5 7 29 8 9 -11 12 13 20 -15 15 16 23 18 -20 -21 28 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-77.564748014126906 115577.79707179252 88.869755981804232 20128.755593862938 9589.0681013009562 5746.2093381322284 48455.082743820123 -102571.23694010417 -3707.7273227849437 113672.29666455765 -174933.8299107143 282.6056328832675 26083.378899274554 8379.132312104548 259591.37513020835 -28707.051539766617 65269.503451344943 -112855.22883649555 126870.11254019321 41935.435131487167 -68840.906296386718 -76430.106499348956 -26772.394927582234 191335.41437500002 -6768.268232092697 -143743.71562500001 -2551.226231971154 217598.66135979729 -13888.804108455883 -26299.198952560768 -10407.218984843779
leaf_weight=3205370 66 1080420 1671 3493 9676 1493 60 1644 142 21 6124 28 526 33 69 316 56 217 140 80 300 824 20 89 52 26 37 85 667 4419
leaf_count=3205370 66 1080420 1671 3493 9676 1493 60 1644 142 21 6124 28 526 33 69 316 56 217 140 80 300 824 20 89 52 26 37 85 667 4419
internal_value=0 223.423 4713.88 4487.4 7625.96 12712.1 -3854.88 28076 17562.5 45537.1 -813.548 12040.4 -6212.77 152407 49304.3 40895.6 19716.3 73758.2 93562.4 16063.9 -23233.6 -10092.2 15080.8 -22007.7 -4404.08 48568.7 126743 -63176.8 -41851.7 -11641.8
internal_weight=0 1.11279e+06 32374 32308 20293 14063 6230 4387 2894 1250 12015 3554 8461 61 1229 1087 661 426 357 1751 2337 1370 546 345 289 152 63 137 967 4479
internal_count=4318164 1112794 32374 32308 20293 14063 6230 4387 2894 1250 12015 3554 8461 61 1229 1087 661 426 357 1751 2337 1370 546 345 289 152 63 137 967 4479
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 6 3 3 5 1 0 5 0 1 6 5 3 0 5 1 0 0 5 5 0 4 0 3 5 1 0 0 2 1
split_gain=6.91313e+12 9.24913e+13 1.79829e+14 8.23334e+13 8.50011e+13 9.9894e+13 1.48642e+14 2.51513e+14 7.73661e+13 7.19048e+13 7.30499e+13 6.88073e+13 6.81714e+13 7.95677e+13 6.14458e+13 6.56206e+13 6.1345e+13 7.56575e+13 8.0195e+13 7.36924e+13 1.06449e+14 1.14536e+14 7.15435e+13 6.81225e+13 6.66102e+13 6.00882e+13 6.512e+13 8.95971e+13 6.5099e+13 9.27488e+13
threshold=1.5000000000000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 95.020000000000024 39.143775600000005 44.678200800000006 91.050000000000011 59.609407350000005 36.546174950000008 1.5000000000000002 79.010000000000005 14.500000000000002 59.882016200000002 39.005000000000003 30.425002000000003 60.035045000000004 59.863160500000006 53.705000000000005 75.750000000000014 59.950068600000009 1.5000000000000002 60.003414000000006 6.5000000000000009 49.505000000000003 43.94115175000001 60.052595500000002 60.693675950000006 2.5000000000000004 28.619594500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 6 7 -2 9 10 11 -8 -1 -14 -4 16 17 23 -19 20 -20 22 -22 24 -16 26 28 -28 29 -6
right_child=3 2 14 -5 25 -7 8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2081.00446859761 18713.212259285479 1315.3397214255328 -30.52115803978602 73.414622755346372 53577.6021872852 -2976.5260076757672 3461.3996147965318 230659.63020833337 7330.9456932122839 93.339809842084335 -17392.351792012763 89214.344113393934 6740.2157137558479 29627.950612458728 -67431.318791118421 -3553.1040826057797 9177.2591868219733 -5013.562637550438 -94061.788635602687 -14626.125772058826 251458.86155007104 -42457.140311851603 -6587.7799107142855 -10378.09655004794 80213.187570738184 21.42803980944695 98949.639025037046 -17915.555539890316 -26457.343890829794 -11842.770545981131
leaf_weight=87862 3159 269900 53604 3538441 233 147362 933 57 13741 57952 4479 104 10932 1764 38 110508 965 910 455 680 22 738 21 2334 156 3681 116 151 3766 3100
leaf_count=87862 3159 269900 53604 3538441 233 147362 933 57 13741 57952 4479 104 10932 1764 38 110508 965 910 455 680 22 738 21 2334 156 3681 116 151 3766 3100
internal_value=0 334.367 -290.54 -47.8798 -1844.92 -1429.46 1405.21 22469.7 527.804 -945.096 -11855.1 12061.5 3070.75 9920.27 -2833.66 -4119.83 -14030.9 -18213.9 -29457.1 -41066.5 -55613.1 -33213.3 125436 -5645.42 51293.1 -10411.5 -15625.1 32857.3 -17448.6 -7269.43
internal_weight=0 540889 440331 3.77728e+06 238834 227787 80425 3216 77209 63468 5516 1037 100558 12696 170431 116827 6319 5354 2826 1916 1236 781 43 2528 194 11047 7366 267 7099 3333
internal_count=4318164 540889 440331 3777275 238834 227787 80425 3216 77209 63468 5516 1037 100558 12696 170431 116827 6319 5354 2826 1916 1236 781 43 2528 194 11047 7366 267 7099 3333
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 5 1 4 6 0 1 1 0 1 4 0 0 5 5 5 1 0 1 0 0 1 1 5 0 1
split_gain=7.34431e+12 6.9966e+13 1.38201e+14 9.37437e+13 6.22066e+13 1.15201e+14 9.64615e+13 7.48894e+13 6.9275e+13 7.04993e+13 5.48223e+13 7.80019e+13 1.22275e+14 1.00458e+14 7.65433e+13 7.27961e+13 1.11459e+14 9.09973e+13 1.27396e+14 6.44063e+13 6.1738e+13 6.44723e+13 5.80251e+13 1.07703e+14 1.13188e+14 9.33923e+13 9.16332e+13 1.22884e+14 1.93589e+14 1.0538e+14
threshold=3.5000000000000004 43.868031300000006 49.073956850000009 56.758269450000007 49.323301500000007 83.010000000000005 49.148175700000003 3.5000000000000004 1.5000000000000002 55.946414150000003 30.102666750000001 30.305955500000003 59.882016200000002 30.332994000000003 3.5000000000000004 60.035045000000004 59.932719750000011 120.05000000000001 55.005000000000003 87.395000000000024 30.346469350000003 59.932719750000011 30.388336800000001 59.932719750000011 59.963407450000012 30.362552800000003 30.451272450000005 59.245000000000012 59.863160500000006 30.434657650000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 8 7 -7 -4 -10 -1 12 -12 14 -13 16 -14 18 -18 -17 21 -15 23 -22 25 -25 27 -24 29 -29
right_child=-2 2 4 -5 -6 6 -8 -9 9 -11 11 13 15 20 -16 19 17 -19 -20 -21 22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-10311.74044201705 -31.923189197433892 -8499.1942490472047 -20694.103233248745 -50600.546445348147 -370.69448458881584 237493.80555397729 27385.915340169271 28754.653812500004 17603.257309972654 -90181.76103830646 -16837.622504289098 -47085.296702122047 24473.718345110607 838.53015372983873 85499.659840425535 -3600.6927464633004 33305.986773989898 -32359.825558035718 173337.59050977597 177029.66577380954 -71226.731220503149 145052.0079920615 6304.7825876476154 141355.19383198302 -86430.825968309873 -8275.9395439680229 2261.8311615376006 111866.48671408801 -38578.726575520835 337947.96226222831
leaf_weight=3437 4074053 15151 654 548 96782 55 108 25 2857 62 477 592 356 62 47 329 99 42 189 21 293 62 540 81 71 86 120773 199 90 23
leaf_count=3437 4074053 15151 654 548 96782 55 108 25 2857 62 477 592 356 62 47 329 99 42 189 21 293 62 540 81 71 86 120773 199 90 23
internal_value=0 532.777 -1242.85 -9968.81 119.645 12737.6 89035.7 172263 8723 15313.9 2146.95 2491.07 25058.2 2213.3 -37333.4 44348.1 63282.3 105148 125202 7237.13 2419.96 72945.3 2348.37 -30636.5 19333.8 64299.6 2492.37 35172.2 85135.1 135289
internal_weight=0 244111 116242 15699 100543 3761 188 80 3573 2919 127869 124432 1513 122919 639 1036 686 330 288 350 122280 124 122156 531 238 167 121625 852 312 222
internal_count=4318164 244111 116242 15699 100543 3761 188 80 3573 2919 127869 124432 1513 122919 639 1036 686 330 288 350 122280 124 122156 531 238 167 121625 852 312 222
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=1 1 5 3 1 0 1 0 3 1 0 1 3 0 5 0 2 5 1 6 5 4 3 5 4 3 3 5 3 1
split_gain=7.80795e+12 9.71784e+13 1.41568e+14 1.50743e+14 1.24143e+14 1.17438e+14 2.37048e+14 7.5804e+14 6.08779e+14 3.85738e+14 4.13135e+14 5.30085e+14 2.98192e+14 2.5902e+14 1.99545e+14 1.87523e+14 1.73104e+14 1.3742e+14 1.35468e+14 1.88154e+14 1.33181e+14 1.9957e+14 1.30224e+14 1.18955e+14 1.17865e+14 1.18612e+14 1.3311e+14 1.11174e+14 1.10509e+14 1.57458e+14
threshold=43.574807850000006 44.660994650000006 38.010000000000012 25.500000000000004 44.083877800000003 56.301440000000007 43.94115175000001 56.338501050000012 11.500000000000002 44.005491150000005 56.320495600000008 44.083877800000003 6.5000000000000009 56.320495600000008 92.035000000000011 56.338501050000012 9.5000000000000018 78.710000000000022 43.868031300000006 1.5000000000000002 59.810000000000009 1.5000000000000002 18.500000000000004 150.04500000000004 1.5000000000000002 9.5000000000000018 5.5000000000000009 91.050000000000011 24.500000000000004 44.005491150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 28 15 9 27 13 23 12 20 24 -15 17 -14 -7 22 -20 -12 -22 -17 -11 25 26 -8 -9 -4 -30
right_child=1 -3 3 4 -6 6 7 8 -10 10 11 -13 16 14 -16 18 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-135.46228518229358 -3431.5017281727337 -12.069157246940888 2404.6960346234187 -69637.05259811641 156188.27433894231 -9978.3830020774112 -41202.921370442709 -67606.042083059947 40706.765092138172 37024.077476687868 91135.960648740584 -96295.240605788946 50437.785160909545 -15867.886563858157 64614.469680524562 2517.081382197488 163345.40766444054 -74855.448087037861 -8131.6805403200115 43878.741058903543 444937.60036764707 190154.89022007643 -84921.289881939592 -115513.26400240386 23538.119300116607 39368.144956089076 145455.55179313087 -196178.91631822183 108950.24018286854 5295.8131192108003
leaf_weight=2143177 24242 2076529 49160 382 26 4065 45 1274 698 3037 116 122 503 2571 350 3516 186 355 1043 2088 34 321 179 52 2580 568 253 71 237 384
leaf_count=2143177 24242 2076529 49160 382 26 4065 45 1274 698 3037 116 122 503 2571 350 3516 186 355 1043 2088 34 321 179 52 2580 568 253 71 237 384
internal_value=0 133.481 3203.21 5370.38 -55246.2 5705.46 11447.1 20764.3 -35068.8 31387 54262 101984 122838 15683.1 -6224.33 858.154 80917.9 -15189.1 11249.1 26553 184160 214557 -1718.77 34456.3 34252.9 66174.6 117269 -74393.2 2934.25 44854.7
internal_weight=0 2.17499e+06 98458 74216 408 73808 24027 12781 2043 10738 4371 1282 1160 6367 2921 11246 689 4420 6826 3131 471 355 3695 3089 3446 866 298 1345 49781 621
internal_count=4318164 2174987 98458 74216 408 73808 24027 12781 2043 10738 4371 1282 1160 6367 2921 11246 689 4420 6826 3131 471 355 3695 3089 3446 866 298 1345 49781 621
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=1 1 3 5 5 0 0 0 0 5 3 2 2 0 6 3 0 5 5 5 3 5 5 3 3 0 3 2 0 0
split_gain=6.86151e+12 1.44599e+13 3.86581e+13 3.35543e+13 3.03221e+13 2.39484e+13 2.3917e+13 1.8179e+13 1.79345e+13 1.66422e+13 1.88769e+13 1.636e+13 3.64843e+13 2.98324e+13 1.51469e+13 1.41304e+13 1.39939e+13 1.38978e+13 1.36967e+13 1.30304e+13 1.23282e+13 1.12487e+13 3.49247e+13 3.23465e+13 6.44334e+13 3.86927e+13 3.59523e+13 3.93778e+13 2.72607e+13 3.03747e+13
threshold=113.46563545000002 104.38035940000002 5.5000000000000009 114.05000000000001 78.710000000000022 51.83362145000001 51.717367500000009 52.056565900000003 51.67657710000001 80.815000000000012 4.5000000000000009 4.5000000000000009 7.5000000000000009 51.83362145000001 1.5000000000000002 4.5000000000000009 63.563300600000012 92.035000000000011 34.010000000000012 86.810000000000016 3.5000000000000004 100.05000000000001 93.00500000000001 6.5000000000000009 8.5000000000000018 50.565831500000009 16.500000000000004 6.5000000000000009 50.973130900000008 60.063729500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 6 8 -4 15 10 -8 -6 13 -13 -12 -3 18 -7 -2 -14 -18 22 -20 28 -25 26 27 -26 -23 -30
right_child=16 2 3 -5 11 17 9 -9 -10 -11 14 12 19 -15 -16 -17 20 -19 21 -21 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.51047744099561765 -4139.8127774047853 7454.9940756642354 -5017.2727059375793 104160.03958333335 -12070.569003064706 -3295.2853306764318 -7862.5253256282449 -24099.461171057705 -78716.239805640245 49113.567440025254 -16474.767500504204 -133184.21119791668 -39600.644335937504 -38136.912486758476 13259.159830095377 -29454.284460385308 3016.537534179688 -42386.664198369574 2379.055482759909 29486.576611328128 -92066.041959635419 -62416.453258928581 30975.038092111176 -123898.67634055398 216935.38350585938 -19874.305983832666 -39207.751302083336 28680.169500000004 58202.548100976099 -14840.89316461113
leaf_weight=4274890 3580 227 1747 24 132 7938 644 699 41 99 184 75 78 59 2487 191 25 92 23497 42 30 35 435 55 20 542 24 25 158 89
leaf_count=4274890 3580 227 1747 24 132 7938 644 699 41 99 184 75 78 59 2487 191 25 92 23497 42 30 35 435 55 20 542 24 25 158 89
internal_value=0 -10.2775 -3134.96 -13583.2 -14581 -628.031 5830.65 -10470.4 -15601 8712.05 7505.49 -40628.6 -55469.7 -91335 11210.8 -9410.25 1546.09 -3743.16 1643.47 -15420.1 -48846.7 2475.64 2898.83 -8207.79 -20227.6 -10895.5 59633.7 112349 20179.4 31883.3
internal_weight=0 4.28965e+06 14759 2856 2832 11903 3873 2446 459 3414 3315 386 254 134 2671 418 28515 8030 28460 120 55 24880 23932 948 666 611 69 45 282 247
internal_count=4318164 4289649 14759 2856 2832 11903 3873 2446 459 3414 3315 386 254 134 2671 418 28515 8030 28460 120 55 24880 23932 948 666 611 69 45 282 247
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 5 6 5 3 0 5 2 0 5 5 5 3 6 3 3 0 3 5 3 0 0 3 3 0
split_gain=6.81818e+12 1.06322e+14 4.26251e+14 3.94646e+14 3.19706e+14 3.5978e+14 3.14727e+14 2.60605e+14 2.75978e+14 2.8041e+14 2.54828e+14 2.33815e+14 1.80801e+14 3.05825e+14 2.82719e+14 2.36921e+14 1.92025e+14 1.86374e+14 1.62838e+14 2.39554e+14 2.71222e+14 2.23806e+14 1.61921e+14 1.61802e+14 1.54153e+14 1.48427e+14 2.28043e+14 2.02172e+14 4.20081e+14 1.91199e+14
threshold=37.66934650000001 37.620907050000007 55.68356880000001 55.777112100000004 107.05000000000001 55.762622900000004 52.710000000000008 1.5000000000000002 44.205000000000005 4.5000000000000009 55.535913550000011 36.715000000000011 6.5000000000000009 55.719391050000006 81.00500000000001 35.305000000000007 64.020000000000024 4.5000000000000009 1.5000000000000002 14.500000000000002 15.500000000000002 55.734663800000007 16.500000000000004 77.715000000000018 6.5000000000000009 55.860536450000005 55.842510000000011 22.500000000000004 31.500000000000004 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 12 -5 -7 -9 -10 -3 -12 13 16 15 -15 -4 -17 19 -14 -21 -22 -19 -13 -8 26 27 -26 -29 -27
right_child=-2 2 3 6 -6 7 24 8 9 -11 11 23 18 14 -16 17 -18 22 -20 20 21 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=32.727678794778264 -65.393842401312085 14073.670894221828 -36307.693199708476 -7265.7825489525558 -245643.12063643296 248053.07186584474 -33546.948659127062 13762.610743900768 388055.12253289478 104039.27969013288 10168.924233927937 -40083.547325956599 143978.28228383008 -1913.8768936389597 -271862.03058035712 258294.80711805556 30251.265734097949 75045.70740419408 15051.693121516655 -200100.79574854652 49699.654414262186 387460.424375 -150279.41442020301 15167.98525390625 35626.830615205276 -12449.054216226097 85631.62447391024 -295657.78497807018 3295.5929831433659 32737.030954982743
leaf_weight=886827 3397896 2601 1352 9708 41 96 501 399 38 408 1623 4433 324 591 28 54 638 950 956 43 1027 20 33 602 2097 1857 807 57 268 1889
leaf_count=886827 3397896 2601 1352 9708 41 96 501 399 38 408 1623 4433 324 591 28 54 638 950 956 43 1027 20 33 602 2097 1857 807 57 268 1889
internal_value=0 241.453 5776.67 12762.7 32781.2 34422.1 4610.34 91921.9 74183.9 128238 -12468.9 -22838 25428.2 11451.2 43199.8 48618.6 -14968.7 77417.7 46930.3 68483.3 46042.6 56151.6 67481.4 -33477.5 20032.1 23880.6 39592.7 24252.8 -49136.2 10337
internal_weight=0 920268 33441 24182 6998 6957 17184 941 845 446 9259 6658 6016 3646 1656 1628 1990 1037 2370 1414 1090 1047 983 5035 7476 6975 3229 2422 325 3746
internal_count=4318164 920268 33441 24182 6998 6957 17184 941 845 446 9259 6658 6016 3646 1656 1628 1990 1037 2370 1414 1090 1047 983 5035 7476 6975 3229 2422 325 3746
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=1 1 5 3 1 3 0 1 1 0 1 1 0 0 3 4 0 2 5 5 5 0 5 3 1 3 4 5 4 3
split_gain=7.03731e+12 7.87087e+13 1.1467e+14 1.22102e+14 1.00556e+14 9.85048e+13 8.80372e+13 1.7741e+14 1.88553e+14 4.09147e+14 5.11198e+14 3.17925e+14 4.62154e+14 2.70913e+14 2.69645e+14 1.8185e+14 1.53816e+14 1.40215e+14 1.30803e+14 1.27768e+14 1.14497e+14 1.05648e+14 1.5045e+14 1.26732e+14 1.99316e+14 9.26062e+13 8.99263e+13 8.84305e+13 8.75653e+13 1.26777e+14
threshold=43.574807850000006 44.660994650000006 38.010000000000012 25.500000000000004 44.083877800000003 4.5000000000000009 56.301440000000007 44.083877800000003 43.94115175000001 56.338501050000012 44.005491150000005 44.005491150000005 56.320495600000008 56.320495600000008 6.5000000000000009 1.5000000000000002 56.320495600000008 9.5000000000000018 89.00500000000001 82.00500000000001 89.00500000000001 56.281985950000006 87.395000000000024 23.500000000000004 44.005491150000005 23.500000000000004 3.5000000000000004 58.995000000000012 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 21 8 16 11 20 13 25 28 15 -14 -8 26 -15 -12 -11 22 -7 -23 -25 -13 -16 -17 29 -10
right_child=1 -3 3 4 -6 6 7 -9 9 10 19 12 14 18 17 27 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-128.60354940066961 -3081.8632056991669 -4.2677470439819229 -4502.0486646093586 -62666.859326427526 140575.93398437501 8188.4986409455341 -25269.960383330737 -85159.647809417234 118358.50898800525 40356.039272029127 -76915.665695092888 33926.619817305778 384365.98012820515 -17589.156938298151 33660.922426891128 34882.750508386955 8262.4573091486345 147017.35464759744 51773.095949635928 -244306.94426020409 -80345.007723721603 -10018.65005105731 -14893.485747533015 149418.15297776443 324.95117863321798 -69794.679424157308 197688.83782009548 179036.09133038356 24308.445322781099 35437.818774972831
leaf_weight=2143177 24242 2076529 9263 382 26 32789 1630 187 273 735 657 2624 39 2263 467 51 8509 186 309 49 88 7075 3090 130 289 89 36 257 2155 568
leaf_count=2143177 24242 2076529 9263 382 26 32789 1630 187 273 735 657 2624 39 2263 467 51 8509 186 309 49 88 7075 3090 130 289 89 36 257 2155 568
internal_value=0 126.723 2889.38 4839.83 -49715.1 5141.4 6525.35 11811.4 12675.5 21840.4 -26104.2 29708.5 52220.6 14550.8 109038 180927 2871.61 72832.6 -9255.98 -88533.5 27450 3945.04 6200.61 -6853.97 46583 30524 45400.5 155167 34988.4 62355
internal_weight=0 2.17499e+06 98458 74216 408 73808 64545 21172 20985 10846 1529 9317 3749 5568 1036 347 10139 689 2572 706 823 43373 35879 7494 419 2713 503 308 2996 841
internal_count=4318164 2174987 98458 74216 408 73808 64545 21172 20985 10846 1529 9317 3749 5568 1036 347 10139 689 2572 706 823 43373 35879 7494 419 2713 503 308 2996 841
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 0 1 3 6 0 0 3 0 3 1 1 0 3 1 1 3 3 2 2 1 1 5 0 1 3
split_gain=7.36294e+12 8.53601e+13 9.77829e+13 1.35279e+14 8.26417e+13 7.27233e+13 8.62002e+13 9.47231e+13 1.33506e+14 1.46722e+14 1.85015e+14 2.15414e+14 1.74152e+14 1.63481e+14 2.58997e+14 1.60833e+14 1.97513e+14 2.35698e+14 1.31483e+14 1.28502e+14 1.24899e+14 1.15681e+14 9.85573e+13 9.62929e+13 9.44182e+13 8.67156e+13 1.22608e+14 8.5183e+13 2.38335e+14 1.5533e+14
threshold=56.635684300000008 56.367862600000002 83.761389800000003 103.85249100000001 69.015000000000015 56.876792350000009 61.284352600000013 8.5000000000000018 1.5000000000000002 56.838612000000005 56.831297550000009 18.500000000000004 56.852744000000008 27.500000000000004 60.528664650000003 59.76223980000001 56.802385350000009 18.500000000000004 60.648383500000008 60.648383500000008 15.500000000000002 27.500000000000004 6.5000000000000009 6.5000000000000009 93.043229050000022 60.601268000000012 87.395000000000024 57.057093650000006 61.284352600000013 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -2 9 10 15 -12 13 14 -11 -9 21 -18 22 23 -10 -17 -19 -16 -8 26 -14 28 29 -7
right_child=5 2 3 -5 -6 27 24 8 20 12 11 -13 25 -15 19 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-20.290255530661682 5762.0797999089173 -4844.1334357112601 22995.141822275575 -66889.860932697236 -21561.876176639882 716.38290741285959 -26631.26288277682 -10935.811755333601 1453.8410608465861 18344.509006665274 12267.463850016553 -27573.304746468879 5073.6520926736166 -37100.179395150444 71402.972468231499 6519.7784875727175 68305.826495888978 -4901.774714550982 -33750.235994072442 37888.066035766606 -6782.3146428495311 -24468.211327531666 32507.37306520715 148619.59486956996 1643.0115753710797 21340.397274140516 -46775.526851716488 86.933293844482662 -35500.683260741665 -13032.390315013065
leaf_weight=3334748 56879 26270 1969 183 3332 33219 2169 4721 49470 1588 2062 3970 5086 276 323 13070 1070 974 478 400 29328 1327 2543 323 2593 3072 501 722972 2330 10918
leaf_count=3334748 56879 26270 1969 183 3332 33219 2169 4721 49470 1588 2062 3970 5086 276 323 13070 1070 974 478 400 29328 1327 2543 323 2593 3072 501 722972 2330 10918
internal_value=0 -69.4269 -5229.67 15351.6 -6725.88 245.598 2041.91 2398.19 811.429 5380.86 1714.12 -13954 14957.4 36121.6 43794.1 5622.25 9638.82 26623.2 15459.2 82430.7 -1611.59 3663.55 22147.3 110011 -11235.4 7844.76 424.209 -179.815 -4330.1 -2684.6
internal_weight=0 3.3665e+06 31754 2152 29602 951662 182223 177461 120582 41784 30215 6032 11569 2910 2634 24183 19462 5065 3995 1046 78798 14397 3517 646 4762 8659 5587 769439 46467 44137
internal_count=4318164 3366502 31754 2152 29602 951662 182223 177461 120582 41784 30215 6032 11569 2910 2634 24183 19462 5065 3995 1046 78798 14397 3517 646 4762 8659 5587 769439 46467 44137
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=3 2 5 5 1 3 0 0 0 0 4 5 1 0 5 0 1 1 1 0 0 5 0 1 1 1 6 0 4 4
split_gain=7.0657e+12 6.62084e+13 7.26067e+13 7.07433e+13 9.7617e+13 1.22e+14 7.90673e+13 6.1819e+13 8.13512e+13 7.5203e+13 1.89381e+14 1.11643e+14 1.17721e+14 9.16245e+13 9.38527e+13 8.27105e+13 7.02216e+13 1.20373e+14 8.27168e+13 5.94973e+13 5.50932e+13 5.42243e+13 5.25905e+13 4.36108e+13 7.91585e+13 1.61602e+14 5.56878e+13 1.00039e+14 7.57667e+13 7.08171e+13
threshold=3.5000000000000004 1.5000000000000002 74.610000000000014 93.00500000000001 30.278357500000002 2.5000000000000004 59.990816400000007 55.820531900000013 55.826364100000013 55.734663800000007 2.5000000000000004 84.030000000000015 37.767735350000002 55.56564190000001 110.05000000000001 55.416472000000006 37.914142000000005 37.436176200000013 37.098288800000006 55.657530000000008 56.501468900000013 150.04500000000004 59.820733200000006 30.102666750000001 30.362552800000003 30.388336800000001 1.5000000000000002 59.932719750000011 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 22 -7 9 -9 13 -11 -12 -13 15 16 -4 17 18 -15 21 -10 -16 -5 -22 26 -26 -25 28 -28 -29
right_child=-2 2 7 4 -6 6 -8 8 20 10 11 12 -14 14 19 -17 -18 -19 -20 -21 23 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=1934.4208706970626 -31.311823885934317 -165.1672091089311 -4669.7038804604335 -41552.791880580364 12990.58915099813 124845.26035953444 360789.80000000005 -193278.65000000002 -33341.084084709044 253500.50405405406 -24953.359487392227 243313.07745535715 37820.159990163098 -206456.62075 -30180.821448863637 52588.549826622744 -50198.613866292748 -333657.5696180556 43800.145312500004 -96563.899796195663 -52538.202956321024 169092.22350260417 132881.57700000002 -121255.46014802351 -189367.37426853555 -9736.9032551144737 -55732.376799966281 103628.10601046581 67923.123625202919 -46305.794932432436
leaf_weight=102656 4074053 124574 7552 56 3215 49 20 26 1322 37 251 35 137 25 22 261 191 27 28 23 220 36 25 23 51 2784 139 212 77 37
leaf_count=102656 4074053 124574 7552 56 3215 49 20 26 1322 37 251 35 137 25 22 261 191 27 28 23 220 36 25 23 51 2784 139 212 77 37
internal_value=0 522.574 -920.464 2402.1 16669.6 95522 193235 -7881.87 -16862.7 -2789.08 36551.2 17574.5 79635.6 -5005.43 -54912.9 -2756.94 -83142.8 -161797 -74245.5 39535.5 -15919.9 93505.9 12285 -9419.54 -6564.86 -12968.4 30635.8 38148.7 -11651.5 81348.8
internal_weight=0 244111 138090 106021 3365 150 69 13516 4891 8625 460 423 172 8165 352 7813 271 80 53 81 4865 58 81 3543 3323 2835 488 465 216 249
internal_count=4318164 244111 138090 106021 3365 150 69 13516 4891 8625 460 423 172 8165 352 7813 271 80 53 81 4865 58 81 3543 3323 2835 488 465 216 249
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 1 0 2 3 3 0 1 2 0 4 1 0 0 5 6 2 5 2 3 2 1 5 2 2 5
split_gain=7.07998e+12 3.76296e+13 1.67374e+14 1.66641e+14 1.14613e+14 1.19392e+14 2.02153e+14 1.45535e+14 1.2114e+14 1.06782e+14 9.45326e+13 1.23608e+14 1.13714e+14 1.70268e+14 1.21521e+14 9.3543e+13 1.14562e+14 1.14213e+14 1.2556e+14 9.13097e+13 8.49857e+13 7.04057e+13 8.51822e+13 6.95337e+13 1.20109e+14 1.85354e+14 1.05287e+14 1.02245e+14 1.11128e+14 9.85696e+13
threshold=102.01000000000001 45.070824200000011 45.098908000000009 45.055827000000008 39.027779200000005 38.975980350000007 45.059881250000011 3.5000000000000004 9.5000000000000018 21.500000000000004 45.133160800000006 39.011252750000004 2.5000000000000004 45.112033650000008 3.5000000000000004 38.959914000000005 45.059881250000011 45.067452850000002 105.35000000000001 1.5000000000000002 12.500000000000002 128.92000000000004 13.500000000000002 11.500000000000002 6.5000000000000009 38.950530550000003 120.05000000000001 15.500000000000002 16.500000000000004 103.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 15 7 -7 -9 -3 11 12 -4 14 -14 16 -5 18 -17 -10 -8 -20 -23 -18 25 -25 27 29 -29 -26
right_child=1 2 10 4 -6 6 20 8 19 -11 -12 -13 13 -15 -16 17 23 -19 21 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=20.55078030253453 -466.63054710711259 -55171.251169637289 13947.485807625193 -94032.724930695564 -37579.009201830486 7199.2934912109376 57536.005553638824 318200.18360745616 315019.94 49953.72457712156 -1513.0886651544797 -69173.334419899431 -90061.756227463949 190886.86286283666 138636.71670386905 -82963.873181090908 3963.4024702717488 -192483.50397727275 53009.605837091025 69768.17266865079 -24289.884098403036 -75755.480829148073 47509.992212639234 18235.787543402777 255167.63876488098 232457.33823534098 -20464.861791326199 362707.62375488284 58393.761783854163 27204.970828184789
leaf_weight=4209727 18207 851 244 62 258 50 501 57 20 109 85958 87 52 123 42 149 266 33 298 63 170 126 101 72 21 92 181 24 24 196
leaf_count=4209727 18207 851 244 62 258 50 501 57 20 109 85958 87 52 123 42 149 266 33 298 63 170 126 101 72 21 92 181 24 24 196
internal_value=0 -797.819 -1709.97 3006.58 25885.3 32419.1 62589.3 153648 205951 -43235.2 -1249.14 40152.8 60784.8 113450 12122.7 16627.9 37330.8 -10839.3 -1945.75 128865 36805.2 21048 -20910.5 46628.2 65232.9 138409 38325.1 78479.7 210551 49265.9
internal_weight=0 108437 87466 20971 2764 2506 861 190 140 960 86506 548 461 217 94 1645 938 707 674 83 671 525 227 876 610 164 446 265 48 217
internal_count=4318164 108437 87466 20971 2764 2506 861 190 140 960 86506 548 461 217 94 1645 938 707 674 83 671 525 227 876 610 164 446 265 48 217
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=5 3 6 4 0 1 4 1 4 2 1 1 3 2 3 1 4 1 1 0 2 1 0 1 0 1 1 0 1 4
split_gain=7.30622e+12 1.11915e+13 1.03639e+13 1.86347e+13 3.45336e+13 2.10855e+13 4.00048e+13 3.40907e+13 1.9573e+13 1.69664e+13 1.58058e+13 1.35556e+13 1.14158e+13 2.56413e+13 1.25584e+13 3.73191e+13 1.60022e+13 2.48907e+13 1.8491e+13 3.19427e+13 2.51953e+13 3.184e+13 2.40771e+13 2.36419e+13 2.04354e+13 1.82648e+13 1.74312e+13 1.72912e+13 1.71915e+13 1.64197e+13
threshold=225.45000000000002 34.500000000000007 1.5000000000000002 5.5000000000000009 43.514103700000014 48.712293450000011 2.5000000000000004 39.041623000000008 2.5000000000000004 8.5000000000000018 39.899261850000009 65.480823400000006 24.500000000000004 16.500000000000004 17.500000000000004 38.950530550000003 2.5000000000000004 39.767857750000005 47.473138800000008 55.050600750000008 2.5000000000000004 43.048525950000005 55.664473600000008 43.94115175000001 56.054485600000007 39.714575750000009 60.528664650000003 54.648549400000007 60.695889550000011 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 7 11 -6 10 -2 -9 -7 13 14 16 -16 17 25 20 27 -19 -22 -21 -23 -24 -4 -26 -20 -28 -18
right_child=1 -3 12 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 15 -17 29 18 19 22 21 23 24 -25 26 -27 28 -29 -30 -31
leaf_value=-4.0885425922730203 21808.182579456679 76960.263988095248 1985.070839414193 -88274.95327316811 -9424.5063922178397 22661.11971875 95672.196961805559 -123874.87433035714 -168467.56729266827 121935.96706054689 -6193.5733125000006 -70765.305464581746 -42504.564923469392 48867.952505063658 44473.165390625007 -105613.32869510137 -9132.6217267233224 13445.575240251661 -792.50692130194773 99193.139218750002 20714.960676522092 209146.7543154762 -33179.314568014706 85594.639155190685 71862.576151873116 -81261.107662527909 -68543.937140447451 -73715.364136904755 33339.266322076139 7711.2222762601177
leaf_weight=4313902 110 21 449 29 103 25 36 21 26 20 25 41 49 135 30 37 1008 113 144 50 58 21 51 59 83 28 22 42 67 1359
leaf_count=4313902 110 21 449 29 103 25 36 21 26 20 25 41 49 135 30 37 1008 113 144 50 58 21 51 59 83 28 22 42 67 1359
internal_value=0 4138.33 3777.74 -10825.9 -5307.43 -25262.6 10876 -46326.2 -99116.2 37212.5 -59917.6 -35376.5 5451.12 6076.73 4481.37 -38410.4 5289.97 14765.5 26634.8 14700.9 48458.1 77127.8 36475.7 118027 22413.5 -2901.5 38897.4 -17259 8154.65 538.178
internal_weight=0 4262 4241 436 407 277 102 175 72 130 46 66 3805 3756 3621 67 3554 1187 710 459 251 138 273 80 223 477 172 186 89 2367
internal_count=4318164 4262 4241 436 407 277 102 175 72 130 46 66 3805 3756 3621 67 3554 1187 710 459 251 138 273 80 223 477 172 186 89 2367
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 5 0 0 3 5 5 5 0 3 2 0 5 2 5 5 2 0 6 0 2 1 1 0 0
split_gain=6.95618e+12 3.21401e+13 1.5178e+14 1.02907e+14 5.13137e+13 4.87269e+13 6.80246e+13 4.6735e+13 3.65949e+13 3.40695e+13 2.7713e+13 2.67764e+13 2.41861e+13 2.30457e+13 2.25657e+13 1.95519e+13 1.94376e+13 1.89998e+13 1.87377e+13 1.74547e+13 4.61935e+13 7.06403e+13 4.1397e+13 3.42122e+13 3.50298e+13 5.00473e+13 4.93444e+13 4.51575e+13 3.46687e+13 9.28763e+13
threshold=86.067573200000012 84.920232800000022 56.367862600000002 52.056565900000003 51.815000000000005 13.500000000000002 70.50500000000001 52.719210700000012 56.501468900000013 12.500000000000002 38.210000000000008 75.750000000000014 89.00500000000001 55.212972300000011 14.500000000000002 5.5000000000000009 55.416472000000006 112.04500000000002 8.5000000000000018 120.05000000000001 118.33500000000002 7.5000000000000009 55.993277250000013 1.5000000000000002 56.028355650000009 4.5000000000000009 113.46563545000002 91.910414550000013 55.388132500000005 55.349623500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 14 6 10 -6 15 11 -4 13 -7 -9 -5 17 -15 -8 -14 20 -2 -22 -23 -21 27 26 -26 28 29 -25
right_child=19 2 5 4 7 12 8 9 -10 -11 -12 -13 18 16 -16 -17 -18 -19 -20 23 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-9.4543801041553071 673.93435458542081 18091.598364382276 434.38558840634778 -7056.5241106716458 -11317.927060348833 472.61493866589609 115113.88264160157 -52753.266006836122 29627.436630394346 58863.361062011718 32662.966204388693 -63058.985455917194 -143059.62142056553 -14345.211413383255 51704.963458806822 65454.476039209905 -41672.338192797339 222840.43309659092 -9321.1930078125006 -48959.019581426117 14368.368009385487 49081.030397727271 232387.93091517861 -35370.141089444245 -94466.732796875003 5001.0062211470176 9292.8225393584271 17061.639049853868 -137438.47686298078 149929.83766927084
leaf_weight=4133765 168297 1275 408 6664 2412 392 64 329 84 40 771 277 22 831 66 53 379 22 20 193 149 22 28 275 150 220 66 834 26 30
leaf_count=4133765 168297 1275 408 6664 2412 392 64 329 84 40 771 277 22 831 66 53 379 22 20 193 149 22 28 275 150 220 66 834 26 30
internal_value=0 -25.7168 -4790.42 -8802.05 -11919.8 22025.9 31089.8 -20497.2 81738 -32426.4 21510.1 -34437.1 -7254.54 -29285.6 -6480.26 113229 -22904.7 142672 -79374.7 626.403 730.87 48882.1 151733 -9185.31 -4390.6 -28569.9 -62762.4 4658.47 -26593 -17143.9
internal_weight=0 4.14787e+06 14109 12273 10998 1836 1402 4268 223 1856 1179 1816 434 1539 6730 139 1210 86 42 170290 168496 199 50 1794 1601 436 216 1165 331 305
internal_count=4318164 4147874 14109 12273 10998 1836 1402 4268 223 1856 1179 1816 434 1539 6730 139 1210 86 42 170290 168496 199 50 1794 1601 436 216 1165 331 305
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 0 0 1 0 0 1 0 2 0 1 0 0 0 5 0 0 0 1 1 5 0 5 0 5 1
split_gain=6.92359e+12 6.9764e+13 1.08021e+14 1.9306e+14 2.15373e+14 2.71826e+14 2.17775e+14 1.28654e+14 2.18468e+14 1.04045e+14 1.03967e+14 1.61764e+14 1.20836e+14 1.18373e+14 1.02648e+14 3.02931e+14 1.39391e+14 9.1654e+13 8.94794e+13 1.28579e+14 1.6819e+14 1.39916e+14 7.77519e+13 9.18089e+13 8.27742e+13 7.58117e+13 9.95901e+13 7.17099e+13 1.0915e+14 6.78561e+13
threshold=25.500000000000004 60.611165000000007 26.500000000000004 37.692869000000009 37.436176200000013 55.734663800000007 55.664473600000008 37.542000650000013 55.784980300000008 55.708120100000009 37.66934650000001 55.842510000000011 17.500000000000004 55.755036050000008 44.083877800000003 55.834684950000003 55.899899800000007 54.970187400000007 46.010000000000012 55.745923000000012 60.035045000000004 60.017447350000005 37.417247200000006 30.451272450000005 74.010000000000005 55.010031850000011 50.005000000000003 59.904813200000007 74.610000000000014 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 18 6 -6 8 -7 -8 -9 13 -13 -12 15 -5 -17 -3 -2 -20 21 22 23 27 -25 26 -19 -21 -29 -23
right_child=1 17 -4 14 5 7 9 10 -10 -11 11 12 -14 -15 -16 16 -18 25 19 20 -22 29 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-16.776215039933863 724.47572292277914 16091.115404601876 -115.08071211527079 -465.81672604328679 -26792.769860197372 215569.3109482422 184732.3337840545 -11722.083959240723 44753.90990776728 390257.54166666669 47871.714297587387 104787.53010416667 362585.99609375 -103797.17862288679 9787.2616833623633 -132490.83180891801 -39566.911982378086 -5747.516180351241 -47639.795646175888 36135.876836318275 2452.675732450874 -26047.887486049109 -76241.957398302809 54905.357395291998 157452.68559076544 -4512.4974117319298 -46297.745726659283 4169.9320700966846 -174767.22578125002 139868.66923472582
leaf_weight=4243674 3435 1745 44247 3167 38 100 78 500 298 36 329 75 24 61 3637 253 446 1333 239 654 1447 28 58 681 89 9953 1110 181 42 206
leaf_count=4243674 3435 1745 44247 3167 38 100 78 500 298 36 329 75 24 61 3637 253 446 1333 239 654 1447 28 58 681 89 9953 1110 181 42 206
internal_value=0 955.736 2437.13 9450.42 19678.6 53575.1 180528 39662.5 87672.4 249635 20342 53127.4 167284 24149.1 -2271.89 -13616.7 -73200.3 -5366.37 12289.6 23248.5 28252.2 47505.3 37553.8 41561.2 66758.2 -8386.97 -24171.9 19438.3 -29531.2 120015
internal_weight=0 74490 60349 16102 8599 1539 152 1387 398 114 989 489 99 390 7503 3866 699 14141 7060 3625 3386 1939 1705 1647 770 12396 2443 877 223 234
internal_count=4318164 74490 60349 16102 8599 1539 152 1387 398 114 989 489 99 390 7503 3866 699 14141 7060 3625 3386 1939 1705 1647 770 12396 2443 877 223 234
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=0 6 1 1 1 5 3 0 4 5 0 5 3 3 5 4 5 3 5 3 0 1 3 0 3 0 1 3 3 3
split_gain=7.20356e+12 7.60474e+13 2.06355e+14 2.83086e+14 2.66206e+14 3.32694e+14 1.99535e+14 1.64997e+14 2.72229e+14 3.85486e+14 2.82768e+14 2.26308e+14 2.11292e+14 2.93094e+14 3.58127e+14 3.04908e+14 2.05619e+14 1.88537e+14 1.84903e+14 1.62009e+14 4.01894e+14 2.26201e+14 1.50045e+14 1.46627e+14 3.71946e+14 1.92657e+14 1.73407e+14 1.50517e+14 1.7546e+14 3.70414e+14
threshold=59.939091550000008 1.5000000000000002 30.370618100000005 30.323743050000001 30.315880100000005 39.025000000000013 9.5000000000000018 59.963407450000012 2.5000000000000004 81.910000000000011 59.982527000000012 63.005000000000003 17.500000000000004 18.500000000000004 62.385000000000012 1.5000000000000002 72.705000000000013 14.500000000000002 86.810000000000016 6.5000000000000009 59.982527000000012 30.278357500000002 26.500000000000004 60.063729500000008 11.500000000000002 60.003414000000006 30.578016350000002 24.500000000000004 16.500000000000004 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 19 -6 -5 12 11 10 17 -9 -7 14 15 -14 -16 -10 -13 20 -2 -22 -8 24 26 27 -4 28 -26 -30
right_child=1 -3 23 6 5 7 22 8 9 -11 -12 18 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=31.972684825239298 213074.60241739242 765.71568528912121 -111495.0694584616 -25431.147211484214 13328.378562650745 -91665.616436958531 18134.871271935874 -17207.028942210502 104399.79787695313 -30040.103245223036 -12372.923765399639 -92630.648668647482 159781.25065625002 -63153.0961340676 286027.64715189877 -143689.62082270408 14281.418768168605 291520.10195312503 54023.426375325529 -949.65884034737667 29922.909791373026 -223435.44794407897 -20696.990278426587 3417.1839790765853 -13859.096062553061 -24178.227218798304 -29174.869648717664 -28413.412650221453 41970.065455650052 -5910.0914984799183
leaf_weight=4068831 122 161541 538 1312 2086 927 13536 1968 150 489 130 823 50 568 79 98 43 84 96 34146 485 38 1074 6605 5258 7165 488 2182 2430 4822
leaf_count=4068831 122 161541 538 1312 2086 927 13536 1968 150 489 130 823 50 568 79 98 43 84 96 34146 485 38 1074 6605 5258 7165 488 2182 2430 4822
internal_value=0 -521.758 -2890.76 557.125 -3713.76 -20680.7 11925.6 -33567.6 -21674.5 27959.6 105877 -36339.5 -58769 -22378.5 63399.1 -41165.7 190248 171571 -77311 -11.7814 49639 11514.5 15280.3 -9707.97 -13496.4 -10734.2 -72340.8 -4177.81 49.3742 10133.6
internal_weight=0 249333 87792 58304 42382 7591 15922 5505 3740 853 364 2887 1765 838 270 148 122 234 919 34791 645 523 14610 29488 22883 21857 1026 14692 12510 7252
internal_count=4318164 249333 87792 58304 42382 7591 15922 5505 3740 853 364 2887 1765 838 270 148 122 234 919 34791 645 523 14610 29488 22883 21857 1026 14692 12510 7252
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 5 3 0 6 0 1 6 2 0 5 5 3 5 0 5 0 5 1 6 0 1 5 5 5
split_gain=6.64405e+12 9.097e+13 1.5486e+14 2.14227e+14 1.74189e+14 1.78192e+14 2.71619e+14 1.79362e+14 1.67323e+14 7.49985e+14 1.5849e+14 1.87142e+14 2.08419e+14 1.50781e+14 1.41609e+14 1.44659e+14 1.39628e+14 1.33293e+14 1.21618e+14 1.19056e+14 1.23195e+14 1.2019e+14 1.4927e+14 1.48281e+14 1.18169e+14 2.27158e+14 1.07856e+14 1.51683e+14 1.06038e+14 1.03999e+14
threshold=37.66934650000001 37.726745000000001 55.745923000000012 55.68356880000001 55.806974650000008 55.769960200000007 45.005000000000003 3.5000000000000004 55.762622900000004 1.5000000000000002 55.56564190000001 37.692869000000009 1.5000000000000002 9.5000000000000018 55.455204450000004 45.305000000000007 48.510000000000012 8.5000000000000018 44.005000000000003 55.645049100000001 42.405000000000008 55.664473600000008 62.015000000000008 37.712318250000003 1.5000000000000002 55.784980300000008 37.712318250000003 63.145000000000003 105.35000000000001 72.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 7 -7 -4 -9 26 14 12 -12 -11 -2 -16 -5 -14 -19 20 -13 22 -21 -23 25 -8 -10 -28 -17 -26
right_child=1 -3 4 16 -6 6 24 8 9 13 11 19 17 -15 15 28 -18 18 -20 21 -22 23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=238.34973155380385 5970.4245211200105 -0.80709385974087378 269593.82875000004 -12093.353201715392 -4384.2029572681931 592.7314741729532 195006.6241020115 7910.7663843179198 -119892.73293709591 3799.8230046745152 26362.621510852543 5082.9611482676009 33533.709559200266 154015.38489178914 -5348.0475448806901 -34800.80496436479 -45981.927232054652 -19835.552816358886 -78152.925179192534 -12328.002412740143 39848.366902137328 56721.2041428339 -113818.92394149605 -24319.187968105325 29403.581404955577 43289.350207305375 -170207.06233766233 -402956.66136363638 68370.607969515942 103964.40086542233
leaf_weight=920268 2804 3347093 25 2462 18550 1337 174 4633 116 361 711 1881 223 82 3613 4268 2402 701 730 867 2225 504 174 409 861 228 77 44 102 239
leaf_count=920268 2804 3347093 25 2462 18550 1337 174 4633 116 361 711 1881 223 82 3613 4268 2402 701 730 867 2225 504 174 409 861 228 77 44 102 239
internal_value=0 -64.5534 -4264.4 -10081.5 975.734 13135.1 33377.1 2369.39 1111.99 -45209.7 -5335.22 4942.1 -18915.2 31605 -13362.1 -20152.6 -28828.6 -38378.7 -49585.2 14252.8 23922 -6065.47 -29291.9 20417.2 62560 108958 -188792 -254843 -32392.7 45603.6
internal_weight=0 3.3979e+06 50803 24076 26727 8177 2839 5338 5313 680 19212 8425 2365 443 10787 7983 4864 1654 1431 6060 4106 1954 1041 913 1502 402 237 121 4370 1100
internal_count=4318164 3397896 50803 24076 26727 8177 2839 5338 5313 680 19212 8425 2365 443 10787 7983 4864 1654 1431 6060 4106 1954 1041 913 1502 402 237 121 4370 1100
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 5 6 1 1 5 0 3 1 0 5 5 0 0 3 3 0 0 5 0 3 5 0 6 3 1
split_gain=6.95185e+12 8.17135e+13 3.69651e+14 3.15362e+14 2.91072e+14 2.22433e+14 1.51087e+14 1.83864e+14 2.04915e+14 1.97337e+14 1.61097e+14 4.08207e+14 4.42392e+14 3.6218e+14 2.51249e+14 1.44365e+14 1.38854e+14 1.20494e+14 1.37787e+14 4.09066e+14 3.68299e+14 1.93673e+14 3.19875e+14 2.64795e+14 2.78155e+14 1.85769e+14 1.20119e+14 2.48815e+14 3.24263e+14 2.86973e+14
threshold=59.963407450000012 30.370618100000005 59.982527000000012 16.500000000000004 30.434657650000002 62.710000000000008 1.5000000000000002 30.434657650000002 30.502469200000004 76.00500000000001 60.042666650000008 14.500000000000002 30.388336800000001 59.990816400000007 54.990000000000002 62.995000000000012 59.990816400000007 61.785186750000001 15.500000000000002 17.500000000000004 59.990816400000007 59.990816400000007 62.995000000000012 60.003414000000006 14.500000000000002 34.920000000000009 59.990816400000007 1.5000000000000002 8.5000000000000018 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 4 5 -3 17 10 9 -9 11 16 -13 -14 -15 -12 -8 18 21 20 -20 22 -4 24 -23 -21 27 -2 29 -29
right_child=1 2 6 -5 -6 -7 7 8 -10 -11 15 12 13 14 -16 -17 -18 -19 19 25 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=29.231806808737186 -693.48273999027219 -34836.182323038316 -36934.825810980481 3716.9544036544758 29036.699145507813 -90198.822179409413 -39039.834023654359 -12415.103378107882 888.10652018562359 -77123.849602185874 3105.9431203200602 7315.836828634041 -7710.9856383401248 65311.618363264555 145220.34160049321 -46073.995848072162 8105.5176789696961 11622.354160946506 77404.869789307573 4854.7821796810977 1216.2853044637959 50596.744152783256 -180850.25297121948 -24725.180039111914 -71356.071521739126 -23341.849404283981 -128.38348844888239 12633.209489384306 38177.722588290795 -65555.214828230644
leaf_weight=4100519 11314 3971 1374 2952 597 888 698 6869 55443 506 5277 1764 418 1009 645 673 5950 2765 1024 3575 1668 1001 174 4348 230 6745 88262 2048 4848 609
leaf_count=4100519 11314 3971 1374 2952 597 888 698 6869 55443 506 5277 1764 418 1009 645 673 5950 2765 1024 3575 1668 1001 174 4348 230 6745 88262 2048 4848 609
internal_value=0 -550.739 -2457.61 -22612.2 -36857.8 -44953.9 -798.776 1268.66 -1194.96 -16854.8 10685.7 18144.5 44121.1 75455.3 96473.1 -2456.76 3155.54 -7952.49 -10640 -4518.41 30197.4 -21816.5 -53111.4 -13133.1 27811.1 -13574.1 1418.16 8671.51 22789.5 -5288.04
internal_weight=0 217645 110564 8408 5456 4859 102156 79252 62818 7375 16434 10484 3836 2072 1654 5950 6648 22904 20139 13012 2692 7127 1548 5579 1231 10320 107081 18819 7505 2657
internal_count=4318164 217645 110564 8408 5456 4859 102156 79252 62818 7375 16434 10484 3836 2072 1654 5950 6648 22904 20139 13012 2692 7127 1548 5579 1231 10320 107081 18819 7505 2657
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=1 1 6 3 3 0 5 5 4 0 4 3 3 5 0 1 0 0 3 1 3 2 1 2 5 1 2 1 0 0
split_gain=7.50399e+12 5.10314e+13 8.72403e+13 1.18968e+14 2.39982e+14 1.39606e+14 1.24322e+14 2.54199e+14 1.27798e+14 1.36214e+14 1.14885e+14 1.19355e+14 1.00481e+14 9.76068e+13 9.40603e+13 1.02804e+14 9.39681e+13 2.56224e+14 1.21177e+14 1.95502e+14 2.15898e+14 1.86706e+14 1.50224e+14 1.44449e+14 1.15941e+14 1.04296e+14 9.68337e+13 9.34138e+13 1.1714e+14 1.05877e+14
threshold=30.305955500000003 30.346469350000003 1.5000000000000002 13.500000000000002 20.500000000000004 59.820733200000006 92.035000000000011 61.405000000000008 1.5000000000000002 59.820733200000006 3.5000000000000004 4.5000000000000009 23.500000000000004 85.91500000000002 59.950068600000009 30.323743050000001 59.834458500000004 59.882016200000002 15.500000000000002 30.323743050000001 7.5000000000000009 11.500000000000002 30.315880100000005 18.500000000000004 80.00500000000001 30.332994000000003 3.5000000000000004 30.315880100000005 59.755965500000009 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 27 6 -6 7 -5 -9 -10 11 -2 -12 -11 15 -15 24 18 19 -18 -21 -22 -20 26 -13 -25 -24 -4 -29 -30
right_child=1 -3 3 4 5 -7 -8 8 9 13 12 16 -14 14 -16 -17 17 -19 22 20 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-645.22966732189286 -44079.39154500841 -22.341375161432001 -10041.965479416134 17896.403656229286 72336.279066991454 -1942.1623959743301 -10490.134751456648 -53013.811168514789 -12442.702826436362 88239.285972630852 60799.087561677632 -10047.638974152491 -45734.817435747667 -49587.027688276401 107689.15667855868 129539.79796875 2422.9409405048077 -734.64310968428845 187340.86861213238 429597.44265625003 77318.858296241946 370350.79387737776 -70098.424824505972 -93423.458307291672 -90237.991357160776 104868.5227713256 10274.302870197476 -141552.50402199075 12266.388441576561 -6083.5522681401244
leaf_weight=173023 632 4064974 5385 4644 262 7394 834 93 192 1322 513 5031 107 161 93 40 286 36749 51 20 398 23 170 30 187 229 1268 54 9230 4769
leaf_count=173023 632 4064974 5385 4644 262 7394 834 93 192 1322 513 5031 107 161 93 40 286 36749 51 20 398 23 170 30 187 229 1268 54 9230 4769
internal_value=0 26.9326 2525.44 6323.4 13003 599.759 25871.8 30505.3 61307.9 67188.3 -339.867 -927.945 42413.4 76649.4 24534.6 -13939.9 -314.298 1362.84 32506.5 66816.9 108578 93327.7 18236.6 13154.6 -12921.5 81900.3 772.659 1156.83 5448.12 6015.17
internal_weight=0 4.14514e+06 80167 34473 15035 7656 7379 6545 1901 1808 45694 45074 620 1616 294 201 44442 39224 2475 727 441 421 1748 1697 5218 259 1438 19438 14053 13999
internal_count=4318164 4145141 80167 34473 15035 7656 7379 6545 1901 1808 45694 45074 620 1616 294 201 44442 39224 2475 727 441 421 1748 1697 5218 259 1438 19438 14053 13999
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 5 1 0 1 1 5 1 1 0 0 1 1 0 1 2 1 0 5 5 0 1 0 0 5 0
split_gain=6.78395e+12 5.07857e+13 6.55466e+13 2.40324e+14 2.11208e+14 1.09915e+14 1.05557e+14 1.36301e+14 3.6889e+14 9.23107e+13 8.87498e+13 8.77593e+13 8.03515e+13 1.51371e+14 4.11384e+14 2.19372e+14 1.41991e+14 1.41795e+14 8.73248e+14 1.58539e+14 1.11485e+14 1.76485e+14 1.19025e+14 1.01905e+14 1.3781e+14 9.23736e+13 7.83859e+13 1.00685e+14 1.02132e+14 7.82731e+13
threshold=64.020000000000024 5.5000000000000009 37.533784800000006 37.692869000000009 55.299834250000011 86.810000000000016 37.752451500000006 55.899899800000007 37.712318250000003 37.457850350000008 67.00500000000001 20.507360500000004 52.395917250000004 55.07108800000001 55.078308950000007 82.784560750000011 52.307266200000008 55.050600750000008 82.888608650000023 3.5000000000000004 82.907204800000002 54.762542150000009 116.06000000000002 101.05000000000001 54.986619450000006 53.243495500000009 55.708120100000009 55.74310830000001 99.555000000000021 57.60800230000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 11 7 -5 -9 -7 -6 -2 16 15 -15 25 29 20 -19 -20 22 -22 23 -17 -25 -14 -18 28 -28 -8
right_child=1 -3 3 6 10 9 12 8 -10 -11 -12 -13 13 14 -16 17 26 18 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=66.453033672695767 20777.008253968965 97.788129052825838 -59865.098771193487 -45322.129702387247 -6316.6080544084825 3349.0209339439107 -510.95932479078124 459114.09281249996 -8775.5653092143693 -55399.604289746814 48589.301768906211 -11641.320426767394 -55663.046119163722 -56000.824614193029 -6131.5256051426359 -18992.480709927328 -4763.3866431421093 402136.60054563498 44623.286069864524 -33347.789094193191 -439.65162978189824 22323.936309603989 -182688.38764534885 311412.85000000003 8160.2006150265952 -11096.080369455354 80901.696030301027 29869.278620914673 251142.32496448862 11539.813144075551
leaf_weight=3370694 872 784089 235 961 350 11203 69794 20 107 274 1853 19706 506 1771 25076 1794 258 63 836 379 9800 5220 43 22 47 5750 177 379 44 5841
leaf_count=3370694 872 784089 235 961 350 11203 69794 20 107 274 1853 19706 506 1771 25076 1794 258 63 836 379 9800 5220 43 22 47 5750 177 379 44 5841
internal_value=0 -236.412 -1840.28 -850.713 30253 -5894.45 -1439.06 -32455.2 64907.8 1946.47 39866.2 -10267.6 -1175.01 -4236.65 -9421.22 1453.87 878.558 7005.59 39124.3 20301.4 4580.46 7471.53 -18202.3 -14405.7 104849 -14700.8 41330.3 61150.5 114796 419.675
internal_weight=0 947470 163381 131326 2438 32055 128888 1088 127 11477 2203 20578 127800 51307 26847 24460 76493 18204 1278 1215 16926 15020 1906 1863 69 6256 858 600 221 75635
internal_count=4318164 947470 163381 131326 2438 32055 128888 1088 127 11477 2203 20578 127800 51307 26847 24460 76493 18204 1278 1215 16926 15020 1906 1863 69 6256 858 600 221 75635
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 2 0 0 1 3 3 0 5 1 4 0 0 0 4 3 2 1 5 3 3 4 3 0 0 1
split_gain=7.57907e+12 3.3671e+13 4.38958e+13 1.56632e+14 1.36265e+14 2.03592e+14 1.25492e+14 1.35836e+14 1.26958e+14 1.92513e+14 2.50163e+14 1.35951e+14 1.58452e+14 1.27817e+14 1.06382e+14 1.05429e+14 1.50421e+14 1.1664e+14 1.02827e+14 1.29006e+14 1.22865e+14 1.27719e+14 9.59817e+13 9.54735e+13 8.89267e+13 1.00476e+14 8.60637e+13 8.42698e+13 8.38876e+13 7.53264e+13
threshold=102.01000000000001 82.940215400000014 82.837870700000011 22.500000000000004 65.58467570000002 15.500000000000002 54.940316550000006 54.959412650000012 82.888608650000023 15.500000000000002 14.500000000000002 55.061033200000004 116.06000000000002 82.926290250000008 3.5000000000000004 55.046835900000012 54.99493995000001 55.078308950000007 3.5000000000000004 16.500000000000004 5.5000000000000009 82.911991800000024 107.05000000000001 12.500000000000002 8.5000000000000018 3.5000000000000004 4.5000000000000009 55.043101600000007 55.013931500000005 82.897133550000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 26 -4 -8 15 10 13 18 -13 -10 -12 16 24 -17 28 20 -20 -22 27 -15 -9 -26 -6 -5 -11 -30
right_child=1 -3 3 22 5 -7 7 8 9 11 14 12 -14 23 -16 17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=21.262781895780677 -278.60386768027246 -5947.4963952995586 -112679.97952432754 47054.601189453126 35134.404916837848 135692.62397395834 262148.91136363638 7419.0108723958328 -2044.8104241752387 -56679.865958180155 -110349.99186401367 18587.666280241938 331184.60390625003 61034.028595385913 129121.83717773439 223751.00163461539 -93032.177477022065 63693.937230160373 198770.74125664894 -53511.783406010843 -130474.30636432928 111032.30006648936 -9855.3333641514091 -32499.843977925317 44230.642864472989 191660.00082236843 -38434.640643938757 -94615.329059816315 -72681.51116071429 64278.683825350068
leaf_weight=4209727 86051 11476 79 50 174 75 22 204 3995 68 256 31 34 588 20 65 85 152 47 245 41 47 1239 134 118 76 1846 262 42 915
leaf_count=4209727 86051 11476 79 50 174 75 22 204 3995 68 256 31 34 588 20 65 85 152 47 245 41 47 1239 134 118 76 1846 262 42 915
internal_value=0 -825.461 -219.233 6509.03 -892.09 -26090.7 12668.6 14046.8 13284.8 8903.36 -461.276 40711.3 182100 4953.15 -92997 53737.7 27724.9 111637 34170.1 -10260.8 68231.8 -1487.82 -22338.6 43674.6 53514.7 101986 -32097.5 -71911.8 50642.1 58267.9
internal_weight=0 108437 96961 8815 88146 2095 7264 7185 7163 6463 4993 1470 65 4717 276 700 483 217 1405 380 135 88 1551 722 398 194 2020 312 1025 957
internal_count=4318164 108437 96961 8815 88146 2095 7264 7185 7163 6463 4993 1470 65 4717 276 700 483 217 1405 380 135 88 1551 722 398 194 2020 312 1025 957
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 0 3 1 1 0 1 1 0 1 0 1 1 0 0 0 1 1 3 6 3 2 1 0 3 0
split_gain=6.84384e+12 6.03196e+13 5.04602e+13 5.54296e+13 5.29386e+13 8.33831e+13 8.84624e+13 1.08482e+14 7.25341e+13 5.58721e+13 5.38895e+13 5.18857e+13 6.44464e+13 8.35689e+13 5.63229e+13 7.46806e+13 8.23089e+13 2.05592e+14 8.55728e+13 1.30959e+14 1.00051e+14 1.00148e+14 8.86229e+13 8.81631e+13 1.57369e+14 7.75601e+13 6.58622e+13 3.00635e+14 7.63267e+13 6.38842e+13
threshold=54.035000000000004 50.005000000000003 30.102666750000001 8.5000000000000018 55.755036050000008 55.751981950000008 5.5000000000000009 37.712318250000003 114.17164950000002 55.455204450000004 36.761894450000007 30.259484550000003 59.990816400000007 30.160599000000001 55.745923000000012 37.944765900000007 37.832345550000007 55.708120100000009 55.674875350000008 55.708120100000009 37.582182450000005 37.503486000000002 9.5000000000000018 1.5000000000000002 26.500000000000004 6.5000000000000009 37.869926150000005 55.674875350000008 13.500000000000002 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 -7 9 -4 -11 12 13 -5 15 16 18 26 -13 20 21 -20 -23 -21 -25 -24 27 -18 -29 -16
right_child=-2 2 3 11 -6 6 -8 -9 -10 10 -12 14 -14 -15 29 -17 17 -19 19 23 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=57.5555279264833 155.76508629521695 -15052.410994616544 399.43298625996255 28703.638085937502 4094.059349551047 -230166.77825255101 100874.659375 -18649.490299479166 -39601.946647135424 -59121.792106119792 -9072.7506661539919 4226.6019328783777 18372.365952744702 -15436.377692608359 -9797.6990344702772 -2723.387430792568 94.760593850854889 91063.060582996404 -28449.408063345443 33745.153285452827 -56628.469591164554 155257.02154447115 -69412.193262924382 -15157.318943154125 233517.07451923075 46576.315531494147 1229.9463477618365 218577.19692747202 93452.808049002721 -3054.9366501669037
leaf_weight=2353354 1706195 2739 43213 570 30188 49 21 48 483 228 3813 17409 2643 1733 18649 71918 748 342 944 745 817 52 81 1199 26 200 2516 67 179 56995
leaf_count=2353354 1706195 2739 43213 570 30188 49 21 48 483 228 3813 17409 2643 1733 18649 71918 748 342 944 745 817 52 81 1199 26 200 2516 67 179 56995
internal_value=0 -101.749 -1551.4 -1406.88 814.875 -1253.71 -85211.7 -125498 -1046.17 -652.082 -11896.6 -2381.9 7716.94 -4511.58 -2670.81 -1078.9 3591.12 17051.3 1176.52 -11889.1 -29300.6 -11816.8 35334.1 6618.25 -9879.33 13141.9 9839.93 31633.4 127531 -4717.27
internal_weight=0 2.61197e+06 258615 255876 78043 47855 118 97 47737 47254 4041 177833 4946 2303 172887 97243 25325 3852 21473 4064 2094 1277 333 1970 1225 281 3510 994 246 75644
internal_count=4318164 2611969 258615 255876 78043 47855 118 97 47737 47254 4041 177833 4946 2303 172887 97243 25325 3852 21473 4064 2094 1277 333 1970 1225 281 3510 994 246 75644
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 2 0 0 0 6 5 6 1 3 0 0 3 5 0 3 3 1 3 1 1 2 0 1 2 3
split_gain=6.82109e+12 3.53946e+13 9.69595e+13 4.5635e+13 5.85616e+13 6.51306e+13 6.59978e+13 5.33156e+13 9.02056e+13 5.60218e+13 6.3859e+13 5.01302e+13 7.71047e+13 7.43672e+13 5.99586e+13 1.20865e+14 8.27093e+13 7.57668e+13 6.50258e+13 7.93728e+13 6.37896e+13 6.37525e+13 5.5173e+13 5.65122e+13 5.4324e+13 4.96827e+13 4.7118e+13 7.13369e+13 7.02226e+13 5.62359e+13
threshold=88.015000000000015 90.015000000000015 37.855187800000003 20.507360500000004 30.315880100000005 6.5000000000000009 60.017447350000005 59.950068600000009 59.853570100000006 1.5000000000000002 89.00500000000001 1.5000000000000002 30.332994000000003 28.500000000000004 55.664473600000008 55.842510000000011 18.500000000000004 89.00500000000001 55.87722990000001 24.500000000000004 23.500000000000004 37.620907050000007 5.5000000000000009 30.346469350000003 37.66934650000001 21.500000000000004 55.834684950000003 37.692869000000009 11.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 -10 -11 14 -13 22 16 20 -6 -18 19 -17 26 -20 23 -14 -22 -24 27 28 29 -16
right_child=1 -3 -4 4 11 6 -8 -9 9 10 -12 12 13 -15 15 18 17 -19 21 -21 24 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=29.923416835251079 44133.869304880747 -60.660626365356158 -7789.5240219431544 -27468.387239770251 -38650.408324360644 74837.545869568858 -51384.291914699395 68054.789415258288 8426.3123523246959 33178.739831542967 -135893.82868982264 82056.822929216869 -155177.67529658566 -175285.87983630953 -60547.81046006945 -2822.5398918030755 104360.53934751998 -40658.543939012103 12371.829433220328 -122140.19753125001 32920.220139459983 -30649.201525142278 21010.476386658287 -7241.7163521431594 -84674.84322725184 -70925.60391845704 186590.18740808824 103541.9731534091 -153004.26032608698 94418.330411905321
leaf_weight=4086520 283 202686 19622 1132 702 124 138 196 164 32 74 166 27 21 36 126 86 62 1337 100 171 464 2892 592 51 60 34 176 23 67
leaf_count=4086520 283 202686 19622 1132 702 124 138 196 164 32 74 166 27 21 36 126 86 62 1337 100 171 464 2892 592 51 60 34 176 23 67
internal_value=0 -527.89 -3798.18 4590.67 3354.53 -12461.9 10872.3 25434 4231.85 -28194.5 -84853.1 7444.42 15425.8 12346.6 -1287.5 6288.53 -24327.5 43609.3 -5056.61 -55618 47501.1 1288.12 13450 -13694.5 5905.14 19141.9 74984.1 62419.2 4977.85 40255.4
internal_weight=0 231644 28958 9336 9053 1860 728 590 394 270 106 7193 3758 3592 3435 2585 850 148 2027 226 558 1801 3571 619 222 2952 336 302 126 103
internal_count=4318164 231644 28958 9336 9053 1860 728 590 394 270 106 7193 3758 3592 3435 2585 850 148 2027 226 558 1801 3571 619 222 2952 336 302 126 103
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=2 0 1 3 5 1 1 2 5 1 5 1 3 5 5 1 3 0 5 5 6 5 0 0 3 0 5 1 5 5
split_gain=6.3868e+12 3.36182e+13 7.38408e+13 1.05614e+14 5.96816e+13 3.28096e+13 5.02937e+13 3.62695e+13 8.29731e+13 3.2177e+13 1.0712e+14 5.39632e+13 6.14331e+13 6.04793e+13 3.88441e+13 5.2123e+13 5.79243e+13 4.65728e+13 1.07353e+14 6.21947e+13 4.92924e+13 4.03195e+13 3.34499e+13 3.31046e+13 3.08639e+13 3.79334e+13 6.72686e+13 6.819e+13 1.45815e+14 9.83754e+13
threshold=20.500000000000004 44.039893800000009 39.718803500000007 24.500000000000004 64.805000000000021 82.91993380000001 82.970752000000019 22.500000000000004 120.05000000000001 82.897133550000021 128.92000000000004 82.907204800000002 24.500000000000004 67.990000000000023 39.995000000000012 61.880021000000006 21.500000000000004 57.147575200000006 77.715000000000018 120.05000000000001 1.5000000000000002 92.035000000000011 55.061033200000004 55.046835900000012 25.500000000000004 55.055104550000003 161.85000000000002 82.933113850000026 69.015000000000015 80.815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 9 7 8 -7 14 11 -11 13 -13 -3 -16 -17 19 -19 23 -20 -22 -14 -18 25 26 27 28 -9 -30
right_child=1 5 3 4 -6 6 -8 24 -10 10 -12 12 22 -15 15 16 17 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-16.594913856763778 211767.72459239131 -3057.2301715486865 116611.48330078126 -7185.5102272727281 -204374.47273437501 7041.5387032468761 -5501.7430561375986 21690.110802909658 -101621.96428256101 -32775.944008412349 96778.112064985791 -29354.180338944541 1637.0022783541481 -188708.43912037037 1718.1009820850763 -101095.47280273438 6734.8839149316818 11775.621230593595 39230.600325520834 -109389.95112723215 316754.83451704547 148211.32662109376 53358.756191539112 66450.772805644665 8675.3961912623745 -11176.583311582237 192742.9175925926 23710.257157486383 368684.38359375001 116994.56287730823
leaf_weight=4239232 23 20836 64 66 20 1879 2053 117 73 1011 88 202 837 27 48302 32 241 110 24 35 22 40 147 151 1156 191 27 1090 24 44
leaf_count=4239232 23 20836 64 66 20 1879 2053 117 73 1011 88 202 837 27 48302 32 241 110 24 35 22 40 147 151 1156 191 27 1090 24 44
internal_value=0 891.27 44925.2 19342.7 -53043.4 794.546 7513.34 13320.8 2977.79 174.522 -11432 -15713.7 -1492.8 -48142.7 559.005 2098.07 30118.1 36857.8 77213.8 18333.8 160914 208017 9363.73 29737.7 20942.3 30440.3 36545.4 33237.7 89372.6 205826
internal_weight=0 78932 173 150 86 78759 6654 4601 1952 72105 2312 2224 1213 229 69793 48957 655 623 196 427 86 62 984 392 2649 1493 1302 1275 185 68
internal_count=4318164 78932 173 150 86 78759 6654 4601 1952 72105 2312 2224 1213 229 69793 48957 655 623 196 427 86 62 984 392 2649 1493 1302 1275 185 68
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=5 1 0 0 0 1 1 1 0 0 2 4 0 2 0 5 2 3 3 1 3 3 1 3 2 2 1 5 1 0
split_gain=6.5459e+12 5.67705e+13 1.06321e+14 2.04043e+14 9.39019e+13 1.45814e+14 8.48198e+13 8.05916e+13 8.85408e+13 8.01989e+13 1.42657e+14 1.50335e+14 1.09284e+14 1.19315e+14 9.88334e+13 8.47648e+13 1.14459e+14 9.38173e+13 1.74094e+14 7.65667e+13 7.36874e+13 1.56963e+14 1.44151e+14 1.01141e+14 1.06787e+14 1.43368e+14 1.63988e+14 1.14212e+14 7.90243e+13 7.22442e+13
threshold=112.04500000000002 39.899261850000009 57.178027650000011 57.641335050000002 57.131524800000008 65.520339550000017 65.480823400000006 39.753614400000011 57.692655200000004 57.60800230000001 1.5000000000000002 3.5000000000000004 43.592450450000008 16.500000000000004 46.672631750000008 118.33500000000002 4.5000000000000009 7.5000000000000009 9.5000000000000018 65.610478850000007 12.500000000000002 13.500000000000002 65.58467570000002 11.500000000000002 7.5000000000000009 3.5000000000000004 65.565203050000022 116.06000000000002 65.565203050000022 47.272352350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 -3 6 -6 -2 9 12 11 -11 -9 14 -14 -12 -17 -18 -19 20 22 -22 23 24 25 -7 27 -27 -25 -16
right_child=1 2 3 -5 5 19 -8 8 -10 10 15 -13 13 -15 29 16 17 18 -20 -21 21 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=15.71646376694676 1320.9016892501254 -3586.199118229792 -87296.251914549663 -7915.3648472377236 130329.29134765627 -5111.0210169860147 -86930.916995773747 67129.252569994351 -113676.15845424107 52467.421577592337 163395.54068892048 422154.34588068188 -198648.69299242424 217298.0192578125 30731.603380711094 79798.690781201411 -121420.29856770833 239897.99059709825 -63734.405603448278 -103883.56298611111 -157940.48588362068 15254.169737879674 183421.16802705225 206120.42042000755 -37828.266023536962 -74390.879492187509 -63761.831511622295 100952.49730826762 -4255.119801682692 -61290.964706966472
leaf_weight=4248930 28434 35676 431 1302 20 435 177 221 42 22 55 22 33 20 163 201 69 28 58 45 58 535 67 57 216 40 81 521 26 179
leaf_count=4248930 28434 35676 431 1302 20 435 177 221 42 22 55 22 33 20 163 201 69 28 58 45 58 535 67 57 216 40 81 521 26 179
internal_value=0 -964.528 -3435.31 -27657.5 -2329.31 17355 -64874 2354.18 28751.5 34336.9 66177 237311 10818.6 -20686.8 -33379.3 47856.1 30005.9 -34564.2 35122.7 25139.3 27991 -1685.61 40186.5 33212.2 26343.2 39213.2 69246 88450.3 140220 -17432.3
internal_weight=0 69234 39687 1733 37954 2278 197 29547 1113 1071 455 44 616 395 375 411 356 155 86 2081 2036 593 1443 1376 1293 1077 642 561 83 342
internal_count=4318164 69234 39687 1733 37954 2278 197 29547 1113 1071 455 44 616 395 375 411 356 155 86 2081 2036 593 1443 1376 1293 1077 642 561 83 342
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=5 1 1 2 2 0 0 3 0 2 0 0 0 4 2 0 2 4 0 3 6 0 1 4 4 2 1 0 1 1
split_gain=6.76727e+12 1.01084e+13 3.45558e+13 1.7103e+13 1.58149e+13 2.31673e+13 1.27169e+13 3.95096e+13 1.63116e+13 1.1539e+13 1.08835e+13 6.66257e+13 5.3902e+13 2.85486e+13 3.42065e+13 2.96193e+13 9.44868e+13 1.65045e+14 1.17494e+14 6.41473e+13 4.74304e+13 3.29123e+13 2.8821e+13 3.4858e+13 3.06061e+13 2.84828e+13 3.47391e+13 2.67166e+13 3.82087e+13 2.609e+13
threshold=225.45000000000002 30.434657650000002 30.388336800000001 1.5000000000000002 5.5000000000000009 54.725565150000001 59.932719750000011 5.5000000000000009 59.950068600000009 10.500000000000002 55.046835900000012 55.014170500000006 55.061033200000004 2.5000000000000004 1.5000000000000002 55.924336300000007 2.5000000000000004 3.5000000000000004 55.777112100000004 27.500000000000004 1.5000000000000002 56.281985950000006 50.388877400000005 3.5000000000000004 4.5000000000000009 2.5000000000000004 60.58031445000001 55.110554300000004 37.737121850000008 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -8 -6 11 -3 -12 14 29 16 17 -15 27 -20 -17 -22 23 -23 -25 -24 -27 -18 -29 -14
right_child=1 10 -4 4 9 6 8 -9 -10 -11 12 -13 13 15 -16 20 18 -19 19 -21 21 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-3.9348538631716057 -82684.781317934787 3482.0828645220458 -122951.19947916668 -69298.186250000013 -90424.796671195654 9259.8758316532258 -44142.029375000006 184485.32883522729 77020.835898437508 9744.806725543478 144766.84072916667 -114228.22330347179 -102888.82054687501 -32650.945703125002 36204.109145144197 -145814.12407924107 -162105.54389880953 293662.41673387098 172096.81349431819 -33983.417238451089 -63903.01621717088 132826.848359375 -79398.395119832363 -57460.720026676834 50509.259936857881 -93766.03135775862 29626.238668224298 -146934.92109375002 -13683.38896668632 3317.6719250367419
leaf_weight=4313902 23 2576 27 20 23 31 25 22 20 23 30 49 30 31 517 28 21 31 44 23 94 30 60 41 73 29 107 27 106 101
leaf_count=4313902 23 2576 27 20 23 31 25 22 20 23 30 49 30 31 517 28 21 31 44 23 94 30 60 41 73 29 107 27 106 101
internal_value=0 3982.77 -17198.3 -1929.17 9396.32 28785 48802 81995 9708.13 -40340 5102.52 1284.82 12145 9288.83 24638.8 -4062.55 21413.8 130506 -9191.21 101353 -19668.2 -11529.7 2949.94 36917.3 11678 -22005.7 3314.65 -57285.1 -40734.5 -21004.4
internal_weight=0 4262 214 187 164 118 98 53 45 46 4048 2625 1423 1393 648 745 283 62 221 67 462 434 340 144 114 196 136 154 133 131
internal_count=4318164 4262 214 187 164 118 98 53 45 46 4048 2625 1423 1393 648 745 283 62 221 67 462 434 340 144 114 196 136 154 133 131
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=1 1 6 0 1 5 3 0 1 5 3 5 3 3 0 1 3 5 5 4 4 4 1 0 0 0 3 5 3 4
split_gain=6.44312e+12 6.67446e+13 9.8907e+13 9.52575e+13 1.8483e+14 1.62174e+14 1.37472e+14 1.23674e+14 1.36106e+14 1.27382e+14 1.18745e+14 8.96505e+13 8.64442e+13 8.38928e+13 8.37866e+13 1.38651e+14 9.0176e+13 1.37937e+14 6.51085e+13 6.41137e+13 6.40348e+13 6.37537e+13 6.18144e+13 2.12479e+14 1.04619e+14 8.47059e+13 6.415e+13 6.19704e+13 5.95507e+13 5.92733e+13
threshold=43.574807850000006 44.005491150000005 1.5000000000000002 56.338501050000012 43.868031300000006 100.05000000000001 24.500000000000004 56.281985950000006 43.94115175000001 116.06000000000002 18.500000000000004 65.50500000000001 19.500000000000004 8.5000000000000018 56.143542450000005 43.868031300000006 8.5000000000000018 177.02500000000003 86.810000000000016 1.5000000000000002 1.5000000000000002 2.5000000000000004 42.09605220000001 44.226894250000008 43.465905150000005 45.254062050000009 8.5000000000000018 41.810000000000009 5.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 18 6 5 10 7 12 9 -9 -5 29 14 -7 15 16 17 -4 -2 -20 -13 -8 -1 24 26 -25 -24 -27 -19 -10
right_child=1 -3 3 4 -6 13 21 8 11 -11 -12 20 -14 -15 -16 -17 -18 28 19 -21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-54.842550014487756 -2522.0139876297176 23.319431527049971 7798.0193419981633 1984.0913952185201 31455.925639976289 27294.900781250002 41812.357607661783 -12129.644761274689 9356.4212113964932 -190998.78278808595 -86064.319437893093 -38517.550157268503 -80794.483268805314 256719.01698822845 12135.761335341937 -37485.847184982755 -9609.5007660370211 70861.431046875005 110463.0742244945 -28471.4805631497 26527.443854957848 142961.9116879112 -22113.892541897683 -61112.049944935672 3314.818446014533 -3446.7745300357137 -109550.27534505208 -17496.253035403191 293823.14972826088 -10686.350610746878
leaf_weight=2109152 8703 2109068 10700 4177 3688 28 346 8575 2738 40 159 163 113 37 15018 856 3664 25 34 1438 2118 76 279 368 19564 4875 120 8819 23 3200
leaf_count=2109152 8703 2109068 10700 4177 3688 28 346 8575 2738 40 159 163 113 37 15018 856 3664 25 34 1438 2118 76 279 368 19564 4875 120 8819 23 3200
internal_value=0 121.255 3254.68 4909.6 14943.2 1105.7 3206.49 2698.81 -4177.46 -12960.1 -1244.62 5028.39 6506.67 157890 6832.4 1615.87 3938.32 8556.78 -5811.83 -25262.4 21879.3 60028.9 -123.055 -4351.4 2280.98 -13767 -48410.5 -12494.7 177697 -1444.67
internal_weight=0 2.17499e+06 65919 55744 8089 4401 47655 47233 16834 8615 4336 8219 30399 65 30286 15268 14412 10748 10175 1472 2281 422 2.14318e+06 34025 19963 14062 399 13694 48 5938
internal_count=4318164 2174987 65919 55744 8089 4401 47655 47233 16834 8615 4336 8219 30399 65 30286 15268 14412 10748 10175 1472 2281 422 2143177 34025 19963 14062 399 13694 48 5938
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 1 0 6 0 5 5 0 1 0 1 0 0 1 1 0 1 0 1 5 0 0 0 1 5 5
split_gain=6.52289e+12 5.53682e+13 1.05064e+14 7.74001e+13 6.85837e+13 5.42755e+13 1.06856e+14 1.12159e+14 1.00396e+14 7.53287e+13 7.02262e+13 1.40906e+14 5.47493e+13 5.14618e+13 4.85023e+13 8.49473e+13 2.74526e+14 1.73604e+14 3.51881e+14 2.45058e+14 2.19275e+14 1.26448e+14 1.17796e+14 1.23589e+14 8.99798e+13 8.72743e+13 1.37602e+14 9.02611e+13 7.84759e+13 7.2831e+13
threshold=3.5000000000000004 43.868031300000006 49.073956850000009 56.663136550000011 56.501468900000013 50.388877400000005 56.121679000000007 1.5000000000000002 55.784980300000008 83.010000000000005 88.015000000000015 55.834684950000003 54.845880150000006 58.242297500000006 37.971176850000006 55.551692500000009 55.193434200000006 37.098288800000006 37.503486000000002 55.455204450000004 37.752451500000006 59.609407350000005 37.314272700000011 50.410000000000004 56.758269450000007 55.762622900000004 55.745923000000012 37.620907050000007 64.805000000000021 53.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 6 7 9 -9 -4 -10 -12 -7 -8 15 16 -1 -18 19 -19 -20 24 -21 -24 25 26 28 -28 -17 -16
right_child=-2 2 5 -5 -6 12 13 8 10 -11 11 -13 -14 -15 29 21 17 18 20 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-3393.1403225213253 -30.085057415625513 -8974.000681332649 -14386.432857947868 -40345.309644840076 17707.19967940031 -7586.1613759878519 -85072.373138918891 4302.0191991137708 20777.954053026609 117557.17958096592 226219.37200520837 -29681.047876602563 51.605719170403461 -16192.429038492839 1284.0081776528609 -7282.8464628890906 -4195.1058148572674 10506.120387524235 -18714.596350408843 52756.939843594038 64510.071289367675 2838.8846232010719 95114.241637436222 193205.05044184934 -36424.458217549392 -3905.5869541037073 -135880.32002725548 -9490.7585937500007 -60105.054378069195 7346.9170246557305
leaf_weight=10494 4074053 13928 2607 736 1035 10771 174 9221 4403 44 48 39 72948 288 66531 1432 1062 274 863 181 500 9165 245 270 1452 6574 177 83 350 28216
leaf_count=10494 4074053 13928 2607 736 1035 10771 174 9221 4403 44 48 39 72948 288 66531 1432 1062 274 863 181 500 9165 245 270 1452 6574 177 83 350 28216
internal_value=0 502.1 -1077.47 -8685.72 -7128.45 110.503 5293.41 6632.58 10273.2 -12196.5 22535.9 111505 -931.043 -42134.2 1938.04 -1355.96 4603.47 29321.1 44578 90614.5 11815.4 -5659.52 122151 146540 -13395.7 -9514.82 -27573.1 -95532.9 -17657.6 3089.56
internal_weight=0 244111 116242 15699 14963 100543 16824 16362 13711 2651 4490 87 83719 462 127869 33122 13889 3395 2333 970 1363 19233 696 515 10068 8616 2042 260 1782 94747
internal_count=4318164 244111 116242 15699 14963 100543 16824 16362 13711 2651 4490 87 83719 462 127869 33122 13889 3395 2333 970 1363 19233 696 515 10068 8616 2042 260 1782 94747
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 0 0 5 0 0 0 5 1 0 6 5 1 0 0 6 0 1 0 0 5 6 5 0 5
split_gain=6.82505e+12 1.32693e+14 2.15601e+14 2.40038e+14 4.44926e+14 2.35601e+14 2.02598e+14 2.38209e+14 3.16857e+14 1.90787e+14 1.89343e+14 4.03171e+14 2.27674e+14 1.76343e+14 1.74931e+14 1.63206e+14 1.66161e+14 1.5834e+14 2.96782e+14 1.94081e+14 1.52499e+14 1.42404e+14 1.3562e+14 1.41456e+14 2.06336e+14 1.61242e+14 1.50293e+14 3.51522e+14 1.31892e+14 1.63011e+14
threshold=37.39371280000001 37.436176200000013 21.500000000000004 55.708120100000009 55.68356880000001 19.500000000000004 55.86787755000001 55.74310830000001 69.015000000000015 55.860536450000005 55.619594000000006 55.416472000000006 96.015000000000015 37.417247200000006 55.885524800000006 1.5000000000000002 40.005000000000003 37.417247200000006 55.645049100000001 55.657530000000008 1.5000000000000002 55.885524800000006 37.457850350000008 55.518428350000008 55.576287050000012 53.005000000000003 1.5000000000000002 66.990000000000023 55.657530000000008 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 15 6 7 10 20 -5 11 -2 17 21 -11 16 -4 -12 -19 -20 -9 -8 23 -3 25 -25 -26 -28 29 -17
right_child=1 22 3 9 -6 -7 13 8 -10 14 12 -13 -14 -15 -16 28 -18 18 19 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=298.58141308580122 -15326.231830128298 -16939.011890250371 14746.82820065186 33464.132144397445 -177197.25755544356 -60548.818033045944 -71942.269043320033 44755.657328494664 74292.985565423034 -24282.464775219996 -38262.812784694186 46555.50578030118 99357.812440776208 -41136.52475839862 25284.35728803559 -2362.4227409955556 -23830.187768993888 -44167.207038455708 77914.64919172482 -62.382017007762954 -7304.8870363543747 4448.481699876017 -36.03267589385576 19078.299824245001 1048.335239542522 105442.18305422341 10337.775707916337 75080.273334184778 117507.22648008489 247244.58258928574
leaf_weight=650275 3287 1912 1654 3552 155 949 278 708 771 1531 3628 1549 155 3272 1331 399 3436 1545 374 2178 2741 1997 3614531 465 9066 404 4804 1016 173 28
leaf_count=650275 3287 1912 1654 3552 155 949 278 708 771 1531 3628 1549 155 3272 1331 399 3436 1545 374 2178 2741 1997 3614531 465 9066 404 4804 1016 173 28
internal_value=0 -52.9351 -6120.59 4624.83 -10033.5 -11742.3 -9682.2 -4249.52 16337.5 17982.8 -11081.6 4494.86 -20641 -26269.2 -1230.95 -5479.84 -11294.6 -23048.8 -9576.31 11365.3 3381.94 -4886.3 6.68738 8746.88 11864.1 59229.1 9099.05 21639.9 43848.3 14005.2
internal_weight=0 3.66789e+06 35691 12259 5845 23432 22483 16936 4220 6414 12716 4836 7880 5547 2862 5690 5090 7725 4097 2552 3449 2275 3.6322e+06 17667 15755 869 14886 5820 600 427
internal_count=4318164 3667889 35691 12259 5845 23432 22483 16936 4220 6414 12716 4836 7880 5547 2862 5690 5090 7725 4097 2552 3449 2275 3632198 17667 15755 869 14886 5820 600 427
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=5 4 3 0 3 4 2 4 0 5 0 1 0 0 0 6 1 1 0 0 0 0 5 1 2 1 0 0 0 1
split_gain=6.64482e+12 4.41594e+13 5.13189e+13 5.22003e+13 4.22852e+13 5.96546e+13 7.20639e+13 7.08432e+13 1.3245e+14 1.05781e+14 8.80454e+13 6.97076e+13 8.77808e+13 6.10513e+13 3.15039e+14 2.05723e+14 2.11096e+14 8.8914e+13 1.56283e+14 1.21367e+14 1.80425e+14 1.71763e+14 1.22952e+14 1.10557e+14 9.90498e+13 8.7775e+13 1.36394e+14 1.97957e+14 1.41013e+14 2.84405e+14
threshold=64.020000000000024 3.5000000000000004 14.500000000000002 59.882016200000002 5.5000000000000009 1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 56.367862600000002 114.05000000000001 59.904813200000007 82.837870700000011 56.24640500000001 59.882016200000002 59.916647550000008 1.5000000000000002 30.323743050000001 30.207352000000004 59.990816400000007 60.017447350000005 60.052595500000002 60.003414000000006 110.05000000000001 30.102666750000001 4.5000000000000009 30.370618100000005 60.017447350000005 60.063729500000008 59.950068600000009 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 10 11 -10 -8 12 -9 -7 15 -15 -17 18 -16 21 22 23 -21 -20 -22 26 28 -28 -19 -30
right_child=4 2 3 -5 -6 13 7 8 9 -11 -12 -13 -14 14 17 16 -18 25 19 20 24 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=43.182008124667 -1331.4922904391005 6872.8542375825346 -5857.03056313651 -91307.751465773821 70.976058179854377 -766.82931923539093 17731.436145756899 -46867.792597392967 -22416.420352730482 127262.22706473214 -150658.24910960477 -178961.95309851697 -154876.40538194447 99726.814599072808 -196739.47534367489 -25672.806573876809 -97501.845984296597 12534.856088676033 -141125.64912229939 -102413.10737304688 -8637.0585146342837 65612.090091378355 -351828.12473958335 83598.933697916684 -119098.7376061481 -7888.5971711768188 69290.033066884818 -70452.268811950678 6482.4997262017423 -81213.946174829907
leaf_weight=3357620 1586 12745 224 105 784089 143425 358 459 301 56 34 59 90 91 52 1016 685 4358 81 112 690 294 24 30 92 7009 653 120 1164 542
leaf_count=3357620 1586 12745 224 105 784089 143425 358 459 301 56 34 59 90 91 52 1016 685 4358 81 112 690 294 24 30 92 7009 653 120 1164 542
internal_value=0 65.7681 5866.24 -33128.5 -233.975 -1697.48 -15805.9 -32723 -47285.6 1062.58 3126.21 -75674.3 -64574.1 -1438.68 -7102.58 -46761.8 -54598.7 -2433.41 -26686.9 -20003.1 -40120.7 25596.9 -146428 -80389.3 -21632.6 -24.8797 8036.67 47596.5 2993.83 -21378.9
internal_weight=0 3.37069e+06 13074 329 947470 163381 2943 1357 965 357 392 608 549 160438 17013 1792 1701 15221 1375 1323 918 405 136 111 782 13846 6837 773 6064 1706
internal_count=4318164 3370694 13074 329 947470 163381 2943 1357 965 357 392 608 549 160438 17013 1792 1701 15221 1375 1323 918 405 136 111 782 13846 6837 773 6064 1706
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 1 0 2 2 3 3 0 3 5 1 0 0 5 0 3 6 3 3 0 5 5 0 2 3 2
split_gain=6.71902e+12 3.11316e+13 1.35457e+14 1.34196e+14 9.91529e+13 1.36473e+14 1.79642e+14 9.98691e+13 9.26536e+13 9.00173e+13 8.56724e+13 7.65593e+13 1.36752e+14 1.05433e+14 7.57394e+13 9.29195e+13 9.25446e+13 1.01483e+14 6.6378e+13 6.54176e+13 6.44468e+13 6.39702e+13 6.34568e+13 6.29887e+13 6.21355e+13 9.55485e+13 7.23612e+13 6.15239e+13 1.02101e+14 1.46623e+14
threshold=102.01000000000001 45.070824200000011 45.098908000000009 45.055827000000008 39.011252750000004 38.975980350000007 45.059881250000011 3.5000000000000004 12.500000000000002 23.500000000000004 9.5000000000000018 45.254062050000009 4.5000000000000009 110.05000000000001 38.959914000000005 45.059881250000011 45.067452850000002 105.35000000000001 45.067452850000002 2.5000000000000004 1.5000000000000002 20.500000000000004 11.500000000000002 45.067452850000002 123.15000000000002 225.45000000000002 45.073740550000004 6.5000000000000009 22.500000000000004 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 14 7 -7 18 24 -9 12 19 -14 15 -5 17 -16 -8 -4 -12 -15 -19 27 26 -26 -3 -17 29 -29
right_child=1 2 11 4 -6 6 8 10 -10 -11 20 -13 13 21 16 23 -18 22 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=20.020049014712868 -433.656137198436 -133010.33310306736 15295.599492396392 -84785.84941721271 -23655.420899821806 15472.665618426985 80798.024011018802 291564.02477678575 -22263.276551298255 73736.494963304925 283452.91062500002 -1474.7966066609763 -10203.446860532407 81031.166758717925 -74655.566302695064 66144.00930410366 -173331.76382575757 87975.23063458137 -50941.042078488375 -79307.470707804372 74814.892502741233 236520.43782327586 1367.0846803214499 100184.975800877 -112152.31133315452 48522.407954545459 -18276.034609963397 14213.983314311936 85940.003750662087 -145279.74804166667
leaf_weight=4209727 18207 61 187 62 388 39 346 56 170 66 20 85733 135 302 149 281 33 106 43 120 57 29 419 153 233 44 556 249 118 75
leaf_count=4209727 18207 61 187 62 388 39 346 56 170 66 20 85733 135 302 149 281 33 106 43 120 57 29 419 153 233 44 556 249 118 75
internal_value=0 -777.216 -1606.88 2683.15 23214.2 30867.9 66820 156189 39321.8 -38963.5 197452 -1192.31 30137.7 64276.9 14891.7 33520.5 -9823.83 -1818.24 66235.6 -21682.8 129007 94654.1 18853.7 41893.8 -47283.7 -86630 -29619.3 29558.4 6299.14 -22705.9
internal_weight=0 108437 87466 20971 2764 2376 731 172 559 960 133 86506 773 466 1645 938 707 674 389 307 77 331 525 876 894 277 617 723 442 324
internal_count=4318164 108437 87466 20971 2764 2376 731 172 559 960 133 86506 773 466 1645 938 707 674 389 307 77 331 525 876 894 277 617 723 442 324
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=0 0 5 3 6 5 0 0 1 0 1 3 5 3 5 5 1 1 0 1 1 4 1 1 5 1 1 1 5 5
split_gain=6.56047e+12 7.533e+13 7.74766e+13 6.55988e+13 9.16705e+13 1.17177e+14 1.00137e+14 1.87166e+14 2.21409e+14 1.75904e+14 1.49601e+14 1.43745e+14 1.42302e+14 1.59088e+14 1.19647e+14 9.86856e+13 1.04673e+14 7.18996e+14 4.57511e+14 1.55869e+14 1.4099e+14 1.0388e+14 1.01279e+14 9.93193e+13 1.54239e+14 1.50638e+14 9.27176e+13 2.66107e+14 2.7136e+14 1.15449e+14
threshold=56.635684300000008 56.338501050000012 161.85000000000002 5.5000000000000009 1.5000000000000002 89.00500000000001 56.911498950000002 57.581016350000006 61.880021000000006 57.641335050000002 60.837513500000007 4.5000000000000009 56.505000000000003 3.5000000000000004 46.810000000000009 41.810000000000009 30.468306550000005 30.578016350000002 59.820733200000006 30.305955500000003 33.101335500000005 2.5000000000000004 30.278357500000002 30.362552800000003 50.005000000000003 30.370618100000005 60.55755580000001 60.08989780000001 61.020000000000003 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 15 26 8 10 14 -8 12 -10 -14 -9 -2 19 18 21 22 -19 -18 -17 24 -21 -25 27 -6 -29 -28
right_child=3 2 -4 -5 6 -7 7 9 11 -11 -12 -13 13 -15 -16 16 17 20 -20 23 -22 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=-8.901278485091737 1039.1879023772112 -4173.7514026361087 99638.359488932299 -290.1729742457851 3793.5171579322096 -20612.111488993574 -10572.191732047642 4022.4090352476774 5449.1115310414762 450.28909961266311 -37453.421672808727 -2579.0063532706154 20035.460436558937 98048.694875448258 25196.625590516687 26703.953916849663 299342.54834558826 79970.018575586364 57347.375800989037 27614.646857660468 14803.544014614879 525389.74137931038 183183.26969476746 31828.133955331701 -62243.632706889744 -34296.634193177306 1606.1602891906562 19256.672556014371 83155.859646758647 -49707.631965723122
leaf_weight=3318930 6938 47500 72 682047 23753 1312 17179 5822 1981 139042 2354 12849 674 427 4927 1086 68 349 94 264 6816 29 43 828 691 590 35094 5199 762 444
leaf_count=3318930 6938 47500 72 682047 23753 1312 17179 5822 1981 139042 2354 12849 674 427 4927 1086 68 349 94 264 6816 29 43 828 691 590 35094 5199 762 444
internal_value=0 -65.5345 -4016.63 231.828 1552.34 8228.78 1043.08 -143.51 -6675.99 1403.1 -13811.8 2073.17 21468.3 50291.3 13728 10355.1 16307.7 23082.2 214567 2077.66 17977.7 366924 32663.8 -12474.3 -37403.2 4315.01 4411.88 8534.28 27425 965.063
internal_weight=0 3.3665e+06 47572 951662 269615 19108 250507 185255 35464 149791 19533 15931 3082 1101 10749 17796 10858 7356 191 3502 7165 97 1129 2373 955 1418 65252 29714 5961 35538
internal_count=4318164 3366502 47572 951662 269615 19108 250507 185255 35464 149791 19533 15931 3082 1101 10749 17796 10858 7356 191 3502 7165 97 1129 2373 955 1418 65252 29714 5961 35538
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 0 3 5 0 1 5 3 5 0 3 5 3 5 3 0 1 5 4 1 4 3 2 0 0
split_gain=6.80236e+12 6.25132e+13 5.98611e+13 2.0153e+14 5.23253e+14 2.58117e+14 6.46238e+14 2.09454e+14 1.35251e+14 1.33646e+14 1.51951e+14 1.31079e+14 1.17122e+14 1.30809e+14 1.57934e+14 1.57976e+14 1.17904e+14 1.10929e+14 1.06562e+14 1.02839e+14 1.00537e+14 9.4854e+13 9.38162e+13 8.37572e+13 9.38781e+13 7.82851e+13 7.46776e+13 2.41658e+14 6.7225e+13 6.43249e+13
threshold=38.633372000000001 38.096381250000007 38.950530550000003 55.212972300000011 55.07108800000001 45.254062050000009 45.112033650000008 9.5000000000000018 57.995000000000012 56.663136550000011 38.781124500000011 46.405000000000008 22.500000000000004 50.005000000000003 45.047272400000004 13.500000000000002 87.395000000000024 12.500000000000002 86.810000000000016 10.500000000000002 45.059881250000011 38.92948375000001 110.05000000000001 1.5000000000000002 38.92948375000001 1.5000000000000002 23.500000000000004 15.500000000000002 55.299834250000011 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 12 11 -6 10 18 -8 13 -2 15 -15 17 -16 28 -11 -14 -18 25 -22 -25 -7 27 -26 -5 -30
right_child=2 -3 -4 9 8 22 7 -9 -10 19 -12 -13 20 14 16 -17 21 -19 -20 -21 23 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=30.147737544960627 677.68147933178091 3181.2704393295749 -6.5974814835898883 -28335.084011486833 22338.532988857616 -3386.2474928641059 25764.886924379083 -38184.967688512515 61121.573073826243 -1560.6295505902087 -39020.863039538533 63229.451452960413 -2130.4421180632435 -13184.549189856943 -5317.6800823395206 12416.11776779413 -73709.187438018358 -30173.747340101952 -84799.962507971941 -60520.332385896385 3740.5435038203987 -15751.530841651822 -114512.62785205078 -29315.323625578705 -35181.696195652177 -23784.507770414926 62176.758569673977 423225.58189538051 3179.7645626554877 -16633.681690972007
leaf_weight=1222775 24136 66374 2944570 1638 3017 2801 1783 326 1281 11011 2740 1961 1235 5445 4261 4325 690 3103 196 304 455 478 100 108 23 5731 650 23 3652 2972
leaf_count=1222775 24136 66374 2944570 1638 3017 2801 1783 326 1281 11011 2740 1961 1235 5445 4261 4325 690 3103 196 304 455 478 100 108 23 5731 650 23 3652 2972
internal_value=0 192.389 -81.8806 -2706.98 238.408 -2271.7 537.083 38693.7 33897.6 -10809.6 -18554.5 45387.8 -2919.2 -4156.89 -10532.5 -1851.6 -20473.1 -15791.4 -11924.4 -3144.7 18141.4 -49990.2 -18216.5 38026.8 57430.2 -17087.9 70890.7 194022 -10195.6 -5709.96
internal_weight=0 1.28915e+06 3.02902e+06 84445 61932 57634 49002 4070 4298 22513 11198 3744 44932 42438 18302 9770 8532 7364 8458 11315 2494 1168 8632 1259 804 8532 696 46 8262 6624
internal_count=4318164 1289149 3029015 84445 61932 57634 49002 4070 4298 22513 11198 3744 44932 42438 18302 9770 8532 7364 8458 11315 2494 1168 8632 1259 804 8532 696 46 8262 6624
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=3 2 3 1 0 5 4 1 0 5 0 5 0 1 5 4 1 2 4 1 0 0 5 0 5 5 0 1 1 5
split_gain=6.80513e+12 1.92333e+13 1.82362e+13 1.07903e+14 8.53418e+13 9.44071e+13 8.81295e+13 1.02051e+14 8.72419e+13 1.4583e+14 1.29946e+14 1.2548e+14 1.11168e+14 1.31513e+14 1.55315e+14 2.08321e+14 1.06112e+14 9.90038e+13 9.94753e+13 8.54629e+13 8.2795e+13 1.31952e+14 1.0885e+14 8.12482e+13 7.54984e+13 8.1138e+13 7.72148e+13 7.3962e+13 7.22631e+13 7.57925e+13
threshold=2.5000000000000004 8.5000000000000018 4.5000000000000009 38.92948375000001 44.678200800000006 74.610000000000014 2.5000000000000004 38.633372000000001 55.601678500000013 125.85000000000001 55.769960200000007 132.05000000000004 55.455204450000004 37.342273500000012 96.015000000000015 3.5000000000000004 37.098288800000006 1.5000000000000002 2.5000000000000004 37.752451500000006 55.212972300000011 54.762542150000009 46.010000000000012 54.725565150000001 98.020000000000024 118.33500000000002 54.736324100000012 36.761894450000007 38.959914000000005 96.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 20 -2 -8 9 12 17 27 13 14 23 24 -14 -10 -19 -15 21 -6 -22 -7 26 -26 -16 -11 29 -5
right_child=2 -3 -4 28 5 8 7 -9 10 11 -12 -13 16 19 15 -17 -18 18 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=746.60586886339195 11147.691660327138 90276.299869791663 32.794714041649868 -14130.568770387281 1863.2531280392902 24404.670958800514 45939.366022862574 236064.05010416667 21220.122620271384 -278303.08787878789 -9311.9867846878842 -24439.474683416644 -99305.726604729731 -56153.091595052079 87786.654482886908 -39774.385338541673 78286.630685951255 -199742.97452876985 -63032.021200232324 -430.15470108019173 1365.9840755506384 -19451.019174612411 11689.606594292814 -43452.085160809831 72030.812768278309 207570.00920179836 345598.49423076928 -73665.822424958882 -1858.6840249971913 -105213.50604325964
leaf_weight=113033 2293 24 3945856 3252 14931 563 479 30 114 33 7003 397 37 360 21 120 371 63 343 1169 24072 3606 17740 257 265 53 26 38 181521 94
leaf_count=113033 2293 24 3945856 3252 14931 563 479 30 114 33 7003 397 37 360 21 120 371 63 343 1169 24072 3606 17740 257 265 53 26 38 181521 94
internal_value=0 765.611 -20.584 -833.019 2383.2 1713.05 19503.4 57145.1 -6704.54 5844.87 -12893.3 -46337.1 13377.6 6351.52 29669.1 74526.9 62181.4 -61124.4 -84245.8 -13550 3279.85 -2283.01 5746.09 3137.37 112105 94620.7 230406 -168779 -2127.11 -16689.4
internal_weight=0 113057 4.20511e+06 259251 74384 71582 2802 509 11233 3710 7523 468 3242 2834 1305 485 408 520 406 1529 60349 18537 41812 820 365 318 47 71 184867 3346
internal_count=4318164 113057 4205107 259251 74384 71582 2802 509 11233 3710 7523 468 3242 2834 1305 485 408 520 406 1529 60349 18537 41812 820 365 318 47 71 184867 3346
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=1 1 5 0 1 0 3 1 0 1 3 0 5 0 2 0 5 3 3 1 5 4 5 5 4 5 5 1 4 3
split_gain=7.3152e+12 5.98829e+13 9.56183e+13 9.1481e+13 1.53669e+14 5.26485e+14 4.00386e+14 2.67159e+14 2.76811e+14 3.65435e+14 2.12884e+14 1.65163e+14 1.54647e+14 1.24693e+14 1.13635e+14 9.79134e+13 1.06419e+14 9.37741e+13 9.46811e+13 1.5045e+14 9.1319e+13 1.3299e+14 8.9274e+13 8.51644e+13 8.45196e+13 8.345e+13 8.29145e+13 8.01584e+13 7.61471e+13 7.83883e+13
threshold=43.574807850000006 44.660994650000006 38.010000000000012 56.301440000000007 43.94115175000001 56.338501050000012 16.500000000000004 44.005491150000005 56.320495600000008 44.083877800000003 6.5000000000000009 56.320495600000008 116.06000000000002 56.320495600000008 9.5000000000000018 56.281985950000006 87.395000000000024 25.500000000000004 23.500000000000004 44.005491150000005 51.405000000000008 1.5000000000000002 150.04500000000004 123.15000000000002 4.5000000000000009 79.730000000000018 109.05000000000001 44.083877800000003 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 15 13 7 25 11 22 10 20 28 26 -5 -12 16 -4 18 -17 -20 -10 -22 -9 -14 -25 -7 -13 -21 29 -6
right_child=1 -3 3 4 5 6 -8 8 9 -11 14 12 23 -15 -16 17 -18 -19 19 27 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-131.1181919331093 -2913.7548065925453 14.944411754931753 5421.2853559799441 -21690.963964940776 94754.684541679235 -48627.161206288896 40897.533478883321 30773.059977592588 40894.979303075401 -80808.785372374492 41021.230707163275 -8694.4222127513422 193013.84817708333 5773.5792955108518 132500.9849420363 -8306.2836748092122 -12796.650975464181 -61415.690256696427 129834.32337740385 -35976.886515465558 345866.69647435896 151691.28958925491 -101370.52748647837 -31082.869625946973 151729.92538109756 -122032.74472212359 -213037.88624999998 76756.820144489247 18947.782967425206 31425.720468698419
leaf_weight=2143177 24242 2076529 38108 2013 298 1290 577 3038 63 122 503 2773 54 9246 186 7799 3501 315 130 196 39 369 52 66 41 176 20 93 2580 568
leaf_count=2143177 24242 2076529 38108 2013 298 1290 577 3038 63 122 503 2773 54 9246 186 7799 3501 315 130 196 39 369 52 66 41 176 20 93 2580 568
internal_value=0 129.201 2538.92 4319.99 9386.9 16875.7 -29666.6 25702.8 44756.8 83821.7 101136 12686.5 -4664.25 863.185 65716.8 1887.28 3888.42 -7870.77 -5818.37 40490.2 152950 170252 28549.3 90634.8 38966.9 -57439.8 -10157.7 300.742 27560.1 53217.9
internal_weight=0 2.17499e+06 98458 74216 24074 12815 2043 10772 4372 1282 1160 6400 2954 11259 689 50142 41609 8533 8218 419 471 408 3090 161 107 1466 2793 289 3446 866
internal_count=4318164 2174987 98458 74216 24074 12815 2043 10772 4372 1282 1160 6400 2954 11259 689 50142 41609 8533 8218 419 471 408 3090 161 107 1466 2793 289 3446 866
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=0 1 0 1 5 1 3 1 1 0 5 1 1 1 5 1 3 6 1 5 1 0 1 0 3 1 3 5 0 3
split_gain=6.8905e+12 3.49976e+13 6.87783e+13 9.15344e+13 7.09434e+13 7.13028e+13 8.02153e+13 5.98215e+13 1.03349e+14 9.62448e+13 1.01789e+14 1.00085e+14 9.64541e+13 9.59122e+13 8.18284e+13 7.17298e+13 8.61441e+13 8.32613e+13 6.40538e+13 7.01673e+13 6.29317e+13 2.19656e+14 1.01458e+14 1.5381e+14 5.56991e+13 5.43412e+13 5.3742e+13 5.30132e+13 6.32456e+13 1.01578e+14
threshold=44.982728700000003 37.328003200000005 44.732363600000006 37.777459000000007 68.52500000000002 39.767857750000005 3.5000000000000004 37.767735350000002 38.422276900000007 44.226894250000008 86.810000000000016 39.488326500000007 39.143775600000005 39.027779200000005 33.395000000000003 39.080602550000002 11.500000000000002 1.5000000000000002 39.262370300000008 85.020000000000024 41.950906500000009 44.580511600000001 42.09605220000001 44.580511600000001 4.5000000000000009 39.110397700000007 15.500000000000002 73.995000000000019 44.893607100000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 7 26 5 6 -5 -3 -9 11 12 14 13 -11 -10 16 17 -16 19 -17 21 -14 23 -22 -19 -15 -4 -1 -29 -30
right_child=-2 2 3 4 -6 -7 -8 8 9 10 -12 -13 20 25 15 18 -18 24 -20 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=1488.9582017565926 29.993078918112321 -9066.4207059040127 1276.1253259484074 -3900.7416410329679 -35381.512528838619 1883.6048962060686 -27614.523539017508 5653.8693514811721 12316.137641330564 -20832.761733451913 -64536.477597291865 430.51099925544969 -63055.142783470677 75876.986469469572 82946.107720446991 -39536.884660008938 -77724.719095923196 32795.00628211219 -14653.839219892017 -139159.75296354166 25852.512043092338 -9371.2998761170074 -51101.283008948798 -28187.963549654956 -13826.210549926758 13766.904616155836 -9597.2429097494114 9095.285772633657 18463.702420343139 114142.92712296196
leaf_weight=15763 4087717 7161 17257 2669 1236 3296 3064 29444 1009 896 335 126429 1022 152 122 1233 142 333 1435 75 1369 2998 376 856 1112 1923 6171 2051 357 161
leaf_count=15763 4087717 7161 17257 2669 1236 3296 3064 29444 1009 896 335 126429 1022 152 122 1233 142 333 1435 75 1369 2998 376 856 1112 1923 6171 2051 357 161
internal_value=0 -532.023 -894.31 -5038.07 -12912.3 -9836.48 -16574.6 -111.808 262.615 -856.716 -10352.3 -142.01 -8459.91 6509.9 -13396.6 -19224.1 -3143.06 3615.45 -29243.2 -45249.2 -15177.2 -23019.3 -3056.86 5062.11 -3082.36 18316.7 -1587.95 3659.91 16980.5 48201.8
internal_weight=0 230447 212115 33693 10265 9029 5733 178422 171261 141817 9927 131890 9592 2971 5461 4452 1709 1567 2743 1308 6621 4020 2601 2225 1445 2075 23428 18332 2569 518
internal_count=4318164 230447 212115 33693 10265 9029 5733 178422 171261 141817 9927 131890 9592 2971 5461 4452 1709 1567 2743 1308 6621 4020 2601 2225 1445 2075 23428 18332 2569 518
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 5 3 0 1 0 1 1 1 1 5 5 0 1 5 1 3 1 3 6 3 6 5 1 0 3
split_gain=6.61216e+12 3.13206e+14 4.27171e+14 4.95053e+14 1.65387e+14 1.79755e+14 1.64866e+14 1.43448e+14 2.36105e+14 1.13377e+14 2.49585e+14 5.48009e+14 2.75339e+14 5.45705e+14 2.69219e+14 2.38165e+14 1.85388e+14 7.71267e+14 4.65456e+14 4.04215e+14 1.841e+14 1.81562e+14 1.697e+14 1.23888e+14 1.23778e+14 1.21088e+14 1.12475e+14 1.11469e+14 1.33975e+14 2.43473e+14
threshold=55.193434200000006 55.299834250000011 38.633372000000001 10.500000000000002 55.212972300000011 68.00500000000001 23.500000000000004 55.416472000000006 37.767735350000002 55.518428350000008 37.417247200000006 36.761894450000007 37.737121850000008 37.767735350000002 55.005000000000003 70.50500000000001 55.535913550000011 37.533784800000006 52.990000000000002 37.362912300000012 19.500000000000004 86.192907650000009 16.500000000000004 1.5000000000000002 24.500000000000004 1.5000000000000002 77.715000000000018 37.597123000000003 55.455204450000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 26 8 -3 10 11 -9 22 15 -13 -14 17 18 -11 -20 -16 -15 27 -19 -22 -24 -5 28 -12 -30
right_child=1 7 4 6 5 -7 -8 9 -10 16 12 14 13 21 20 -17 -18 23 19 -21 24 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=120.09486279023417 3188.0902141965316 18530.320734006582 -5393.079500122647 83410.073451597927 -16342.990916317745 -51406.069219096644 307112.50375000003 -38685.555125682717 1624.540342026746 20255.592301749926 -19471.062834381908 15807.497719886509 23400.355940907197 -14780.512158597063 64887.692247235136 94852.005574049486 -92.704674563686694 -9435.857235172427 17810.729760456084 125560.59568135039 386264.57636718755 75323.686648267656 -81940.264647196105 10978.453759930115 129289.09795843161 -28668.857106865624 246678.08342391305 -51514.76157472215 -27357.958952460987 20951.008540595285
leaf_weight=2223680 1490 10723 15341 510 13899 1634 40 1320 35981 2209 5289 2053 3042 8078 1108 551 1966665 7563 512 1088 29 230 472 4898 53 4445 46 646 1612 2957
leaf_count=2223680 1490 10723 15341 510 13899 1634 40 1320 35981 2209 5289 2053 3042 8078 1108 551 1966665 7563 512 1088 29 230 472 4898 53 4445 46 646 1612 2957
internal_value=0 -127.503 -9798.63 33998.6 -12757.8 -20031.5 111025 27.1209 5506.02 -99.8813 -6015.57 15633.9 -9631.21 1796.05 37743.6 34357.7 -4.75877 10625.9 50006.2 91080.6 75587.9 -12286.1 -18450.1 -1411.68 220171 -33782.6 96917.9 -11272.8 -8635.76 3907
internal_weight=0 2.09448e+06 32960 2086 30874 15533 596 2.06152e+06 46704 2.01482e+06 31885 4563 27322 11901 3243 3593 1.98294e+06 16270 3809 1600 1190 8308 15421 12461 82 4917 556 10504 9858 4569
internal_count=4318164 2094484 32960 2086 30874 15533 596 2061524 46704 2014820 31885 4563 27322 11901 3243 3593 1982935 16270 3809 1600 1190 8308 15421 12461 82 4917 556 10504 9858 4569
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=1 1 6 0 1 5 3 3 0 1 5 5 5 3 0 1 3 5 3 3 3 3 3 5 2 0 4 3 4 5
split_gain=6.93621e+12 4.95093e+13 8.23351e+13 7.90781e+13 1.49798e+14 1.28379e+14 9.84144e+13 9.65516e+13 9.31643e+13 9.62502e+13 1.0882e+14 7.07392e+13 2.15873e+14 6.99295e+13 6.95163e+13 1.07445e+14 7.30941e+13 1.14175e+14 6.88984e+13 6.77666e+13 6.74149e+13 1.30056e+14 8.43545e+13 5.82691e+13 8.20508e+13 5.74055e+13 5.33997e+13 5.82385e+13 5.25521e+13 9.21982e+13
threshold=43.574807850000006 44.005491150000005 1.5000000000000002 56.338501050000012 43.868031300000006 100.05000000000001 24.500000000000004 18.500000000000004 56.281985950000006 43.94115175000001 90.015000000000015 118.33500000000002 120.05000000000001 19.500000000000004 56.143542450000005 43.868031300000006 8.5000000000000018 177.02500000000003 9.5000000000000018 8.5000000000000018 11.500000000000002 9.5000000000000018 3.5000000000000004 47.005000000000003 4.5000000000000009 55.518428350000008 3.5000000000000004 4.5000000000000009 3.5000000000000004 81.910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 6 5 7 8 -5 13 10 -10 -11 -13 14 15 16 17 25 -12 -7 21 22 -14 -6 -25 -4 27 -2 29 -26
right_child=1 -3 3 4 23 19 -8 -9 9 11 18 12 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-127.67644362912554 -28016.933659914499 41.461044038362346 7614.1655902345365 1839.2373262333706 15257.407828036379 23140.098939732143 50860.158380835659 -77555.853809822132 -9556.1305640833143 1872.8247546211344 -139718.85282076322 230100.8455439815 -51479.329410807295 -72862.274061462944 10781.73737561555 -33221.877726923864 -8953.3856512869297 161285.84676106772 20790.577582465281 229338.18285472976 124686.86388250614 -149498.10092474491 61845.155078125004 12730.515937727439 50321.275393249896 -52737.386062011719 -43773.589664574429 -1601.901311278255 -11098.104577066297 131046.16564441359
leaf_weight=2143177 921 2109068 10540 4177 1770 28 422 159 8475 7761 104 54 96 113 15018 856 3664 48 36 37 51 49 208 687 958 160 351 8903 107 166
leaf_count=2143177 921 2109068 10540 4177 1770 28 422 159 8475 7761 104 54 96 113 15018 856 3664 48 36 37 51 49 208 687 958 160 351 8903 107 166
internal_value=0 125.809 2824.51 4334.44 13476.3 1018.98 2782.69 -1072.16 2353.14 -3614.99 -11000.6 4126.52 42316.3 5658.1 5951.07 1199.5 3243.95 7402.03 -98445 140514 17216.3 1689.43 26058.5 28342 40417 6711.71 -5447.65 -4078.31 55868.4 62243.3
internal_weight=0 2.17499e+06 65919 55744 8089 4401 47655 4336 47233 16834 8615 8219 458 30399 30286 15268 14412 10748 140 65 404 353 304 3688 1918 10700 10175 9824 1231 1124
internal_count=4318164 2174987 65919 55744 8089 4401 47655 4336 47233 16834 8615 8219 458 30399 30286 15268 14412 10748 140 65 404 353 304 3688 1918 10700 10175 9824 1231 1124
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 1 0 0 6 6 3 0 0 0 3 3 2 5 6 0 1 3 3 3 0 4 3 4 0
split_gain=6.99538e+12 1.324e+14 1.36218e+14 2.58736e+14 1.66332e+14 1.63525e+14 1.32385e+14 2.21473e+14 3.33849e+14 3.61834e+14 2.02184e+14 1.54194e+14 1.52277e+14 8.41469e+14 1.45873e+14 1.83573e+14 2.70305e+14 1.1415e+14 1.13756e+14 1.20867e+14 9.95007e+13 9.56857e+13 8.52035e+13 8.46589e+13 8.3538e+13 8.51415e+13 8.2251e+13 8.14974e+13 7.78974e+13 7.68453e+13
threshold=82.91993380000001 82.926290250000008 55.02863030000001 55.039751500000008 24.500000000000004 9.5000000000000018 82.902675200000019 55.020029900000004 55.030402950000003 1.5000000000000002 1.5000000000000002 25.500000000000004 55.099723300000008 55.110554300000004 55.120365700000008 23.500000000000004 17.500000000000004 4.5000000000000009 125.85000000000001 1.5000000000000002 55.025681450000008 82.911991800000024 24.500000000000004 21.500000000000004 26.500000000000004 55.046835900000012 2.5000000000000004 16.500000000000004 3.5000000000000004 55.07108800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 27 -5 -2 -1 11 9 20 14 18 24 -14 15 16 29 -11 19 -8 -9 -18 -17 26 -12 -26 -7 -4 -21 -10
right_child=1 -3 3 4 -6 23 7 8 10 17 12 -13 13 -15 -16 22 21 -19 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-10.576821998666924 -3061.114612594467 -89.718432450531665 65006.116509375483 238.63362387319714 -115910.84498646653 -24581.680099800848 9625.9158429575218 198588.57045338117 15763.06325534566 74421.579587678279 1632.6859966224747 -45019.194558244846 230521.6459254144 -38075.695744584249 -20644.460923091818 -84015.738273437499 70830.01870786502 18892.401405018441 113841.69074173852 -4633.8355084458899 455613.70187500003 144626.36557274533 10618.956277309881 13088.579409297168 284588.05059523811 18221.235505022323 -54605.2600514105 238243.42118803877 -51500.192328738383 56761.365009267713
leaf_weight=3344916 4995 907402 427 4225 127 3611 7618 61 1843 699 18204 797 181 328 644 100 766 787 87 15419 20 228 1957 452 21 28 1221 29 363 608
leaf_count=3344916 4995 907402 427 4225 127 3611 7618 61 1843 699 18204 797 181 328 644 100 766 787 87 15419 20 228 1957 452 21 28 1221 29 363 608
internal_value=0 -244.196 -9535.19 4358.2 -3150.84 -16033.8 66.3397 5134.99 11461.2 56231.8 8644.66 -1762.05 3488.09 57437.3 24386.2 29657 43771.5 45012.8 -294.172 -718.524 262052 87757.1 6018.34 -28297 1983.67 132378 -32168.4 76023.4 -5711.8 25933.2
internal_weight=0 922489 15087 4808 4352 10279 3.39568e+06 50759 26475 1567 24908 24284 18762 509 6146 5502 3445 1486 23487 23400 81 994 2057 5284 18253 49 4832 456 15782 2451
internal_count=4318164 922489 15087 4808 4352 10279 3395675 50759 26475 1567 24908 24284 18762 509 6146 5502 3445 1486 23487 23400 81 994 2057 5284 18253 49 4832 456 15782 2451
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=3 2 5 1 3 0 5 0 3 0 0 1 1 1 0 5 1 1 5 5 1 5 5 5 0 1 1 0 6 0
split_gain=7.10682e+12 5.39229e+13 6.08262e+13 8.06331e+13 9.93776e+13 6.23786e+13 6.02723e+13 4.24269e+13 4.18163e+13 1.76088e+14 1.98038e+14 1.72087e+14 1.98687e+14 1.95433e+14 1.539e+14 1.99017e+14 1.44569e+14 1.28207e+14 9.17674e+13 1.37151e+14 8.0228e+13 1.05502e+14 9.36545e+13 1.82462e+14 1.39216e+14 9.19361e+13 1.41249e+14 1.80571e+14 9.53385e+13 8.10935e+13
threshold=3.5000000000000004 1.5000000000000002 93.00500000000001 30.278357500000002 2.5000000000000004 59.990816400000007 114.05000000000001 59.820733200000006 4.5000000000000009 57.057093650000006 57.117834900000013 82.961358250000018 82.945329900000004 83.140147550000009 55.061033200000004 52.405000000000008 38.151577750000008 61.880021000000006 125.85000000000001 142.05000000000004 20.507360500000004 101.05000000000001 103.45000000000002 118.33500000000002 50.973130900000008 37.869926150000005 37.889331900000009 55.812836050000008 1.5000000000000002 55.551692500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -3 -4 9 11 17 12 16 14 15 -13 18 -11 20 -20 21 -2 25 -24 -25 -22 27 -27 -29 -26
right_child=8 6 3 -5 5 -7 -8 -9 -10 10 -12 13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 23 24 29 26 -28 28 -30 -31
leaf_value=1786.6354538719108 15727.832237517112 -477.53302785009794 -36365.488602120538 12106.32984454474 114559.80708705357 324129.84062500001 -15295.076675940003 120309.30059375 26.343962636773256 -31540.378603293677 4414.2309784097006 9470.0100066876821 -46049.014518247248 -4314.6299733999558 -29149.098774751081 45806.934226401107 -7253.8184391275854 89134.436306181422 -121404.05719170283 -2647.765327845982 -1776.853683899307 100429.78879573171 -84461.897093458305 255415.2889008621 -110213.35432942708 -20830.278378357179 6361.5914805276898 -12055.485074177195 97593.241685374494 102041.10925564237
leaf_weight=102656 1423 135288 56 3215 49 20 2802 25 3945856 110 24230 4081 1182 8251 623 2390 63411 441 149 280 15660 164 308 29 36 249 4543 94 507 36
leaf_count=102656 1423 135288 56 3215 49 20 2802 25 3945856 110 24230 4081 1182 8251 623 2390 63411 441 149 280 15660 164 308 29 36 249 4543 94 507 36
internal_value=0 524.092 2220.3 15450 87115.3 175305 -778.198 11990.9 -31.4028 -1808.83 5762.3 -3623.05 -5325.79 6149.61 18320.5 22890.7 -4771.81 65043.3 1931.77 -43894.1 2784.71 24480.9 1180.39 -46213.7 70424.2 2101.13 13361.9 50776.3 80443.5 -4086.12
internal_weight=0 244111 106021 3365 150 69 138090 81 4.07405e+06 128197 24781 103416 88071 15345 7094 6471 86889 551 23478 429 23049 1587 21462 409 101 21053 5393 850 601 72
internal_count=4318164 244111 106021 3365 150 69 138090 81 4074053 128197 24781 103416 88071 15345 7094 6471 86889 551 23478 429 23049 1587 21462 409 101 21053 5393 850 601 72
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 0 1 0 3 3 5 1 3 0 3 3 2 3 1 5 3 6 6 5 3 3 0 4 0 1
split_gain=7.69247e+12 5.92684e+13 5.95916e+13 7.94101e+13 4.6513e+13 1.54504e+14 1.80757e+14 1.14145e+14 9.74188e+13 8.92895e+13 8.58308e+13 6.65841e+13 2.52113e+14 7.84902e+13 1.00466e+14 2.02204e+14 1.37782e+14 1.18014e+14 1.16429e+14 8.3223e+13 7.06756e+13 1.10988e+14 6.34781e+13 6.30907e+13 6.30156e+13 1.35656e+14 1.52942e+14 1.55859e+14 1.38501e+14 1.3009e+14
threshold=47.249522000000006 47.222459950000008 37.995000000000012 38.911476500000006 39.714575750000009 45.055827000000008 47.981192400000005 45.029420750000007 11.500000000000002 23.500000000000004 49.010000000000012 39.694727950000008 8.5000000000000018 47.208883950000008 20.500000000000004 14.500000000000002 9.5000000000000018 12.500000000000002 39.704585000000002 132.05000000000004 10.500000000000002 1.5000000000000002 1.5000000000000002 109.05000000000001 10.500000000000002 8.5000000000000018 44.580511600000001 2.5000000000000004 46.672631750000008 37.314272700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 11 7 9 -6 -8 10 -7 24 22 14 15 17 -16 20 -19 -15 21 -14 -13 -10 25 28 27 -27 -1 -26
right_child=-2 2 3 -5 5 6 8 -9 23 -11 -12 12 13 19 16 -17 -18 18 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-726.80220539940092 -59.963935484528932 -2406.9472133647782 -22623.019200364331 6286.4418774686483 -648.21357881786957 -5365.8523885293616 10778.34903036152 10995.542388777363 79570.663033492485 13337.260217762618 -16158.09691744255 40331.125543691596 188177.5443877551 52819.396007070063 353829.95297619049 -62964.919453344453 46722.429508463545 101041.88363509995 -58533.02653301887 234435.70637019232 -5359.971533420784 28338.353318336427 -11619.855839183427 -87632.408675130224 25799.233121760339 -4056.8286117056614 6596.5673555698104 -57304.04706788664 8651.2474654962807 -952.7369702591061
leaf_weight=166982 3592952 12483 975 37292 142724 15943 941 8947 378 1681 13703 255 49 853 21 267 48 333 53 26 673 383 3029 24 1832 2471 61277 707 17388 233474
leaf_count=166982 3592952 12483 975 37292 142724 15943 941 8947 378 1681 13703 255 49 853 21 267 48 333 53 26 673 383 3029 24 1832 2471 61277 707 17388 233474
internal_value=0 297.082 3592.72 5549.86 49.1012 -1304.99 -7542.86 38.646 28382 -9082.97 -10354.3 558.394 11037 33637.6 21824.4 17178.7 140190 31530.3 79131.3 58191.4 14902.3 46468.3 -7585.9 69588.4 428.746 1538.21 5487.23 -15902.6 157.645 -744.457
internal_weight=0 725212 50750 38267 674462 184341 32670 151671 1343 31327 29646 490121 5990 2706 1827 1758 69 1491 386 879 1105 432 3284 402 484131 248825 64455 3178 184370 235306
internal_count=4318164 725212 50750 38267 674462 184341 32670 151671 1343 31327 29646 490121 5990 2706 1827 1758 69 1491 386 879 1105 432 3284 402 484131 248825 64455 3178 184370 235306
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 1 3 5 0 5 1 3 0 5 0 5 5 1 0 6 1 0 3 6 0 5 2 3
split_gain=7.51712e+12 3.47233e+13 1.95487e+14 1.18019e+14 1.29467e+14 1.13793e+14 1.05563e+14 8.24749e+13 2.52075e+14 1.53246e+14 7.96689e+13 7.67036e+13 7.16479e+13 2.01684e+14 6.72851e+13 6.96185e+13 6.43193e+13 6.15447e+13 5.97869e+13 5.69525e+13 1.954e+14 1.41063e+14 1.25251e+14 4.05693e+14 2.33354e+14 1.72292e+14 1.37939e+14 1.14386e+14 1.13754e+14 1.11943e+14
threshold=45.087005000000012 45.059881250000011 38.996948700000011 39.036172050000012 39.016372550000007 45.070824200000011 45.063245200000004 39.021425200000003 10.500000000000002 59.510000000000012 45.084117700000007 88.015000000000015 38.92948375000001 10.500000000000002 45.067452850000002 95.020000000000024 45.067452850000002 80.815000000000012 61.845000000000006 38.975980350000007 45.03656895000001 1.5000000000000002 38.984911950000004 45.047272400000004 16.500000000000004 1.5000000000000002 45.040161900000008 98.020000000000024 4.5000000000000009 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 12 4 6 18 17 10 16 -10 -6 -8 13 -3 -11 -16 -9 -4 -5 20 -1 -22 23 24 26 -26 28 -25 -21 -29
right_child=-2 2 3 5 7 -7 11 8 9 14 -12 -13 -14 -15 15 -17 -18 -19 -20 22 21 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=235.01300629591688 -48.940568053376445 14364.385631725292 10669.553950890484 -519.06323169062409 -26543.348613833194 8311.9210511374513 -423.54541658238054 -1999.1987142729847 -6300.4662104118061 -47769.097983652173 4015.6171008959063 -34116.728714514524 10284.504050104024 -16185.008418519508 -16359.762708443734 -122367.70195007324 23058.875909623344 45255.745491085661 -20008.021776321475 -11045.893339082008 -29502.825811169532 -6668.4040791654352 408.7909716592934 42218.553066331217 -85974.134532912241 56617.26082657215 -39606.44839687676 151769.3275094697 36289.068947777916 -93364.111681547627
leaf_weight=105631 3795889 4561 2058 5369 4423 18430 17377 1622 7271 1501 1057 703 28215 4107 1935 64 2780 686 2227 2189 3026 25536 276362 2066 94 860 1278 165 661 21
leaf_count=105631 3795889 4561 2058 5369 4423 18430 17377 1622 7271 1501 1057 703 28215 4107 1935 64 2780 686 2227 2189 3026 25536 276362 2066 94 860 1278 165 661 21
internal_value=0 355.699 1987.14 -1211.68 -4523.86 4066.86 1040.12 -10133.9 -6336.18 -14576.2 -20649 -1733.63 7841.59 -110.275 -31768.3 -19753.7 13825.8 19316.1 -6232.85 -51.8231 -1749.24 -9087.6 751.082 13649.4 -2007.11 42567.4 -12308.5 48980.8 -67.5038 124093
internal_weight=0 522275 104386 67503 41477 26026 20824 20653 15173 10771 5480 18080 36883 8668 3500 1999 4402 2744 7596 417889 134193 28562 283696 7334 5082 954 4128 2252 2850 186
internal_count=4318164 522275 104386 67503 41477 26026 20824 20653 15173 10771 5480 18080 36883 8668 3500 1999 4402 2744 7596 417889 134193 28562 283696 7334 5082 954 4128 2252 2850 186
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 1 0 5 5 3 0 5 3 1 3 0 2 1 0 1 0 2 2 1 1 0 2 3 3 1
split_gain=7.38876e+12 4.62595e+13 7.43124e+13 9.1984e+13 7.60127e+13 6.68321e+13 1.28253e+14 9.11438e+13 9.68969e+13 5.8349e+13 5.66639e+13 5.59635e+13 1.61935e+14 7.84418e+13 8.06363e+13 1.73332e+14 9.05519e+13 6.52851e+13 5.8277e+13 6.85157e+13 8.88729e+13 5.50501e+13 5.2293e+13 5.1697e+13 7.92346e+13 9.92353e+13 7.0155e+13 6.43418e+13 6.42746e+13 6.04676e+13
threshold=112.04500000000002 37.889331900000009 37.516458750000005 3.5000000000000004 37.487839250000007 37.559851850000008 55.455204450000004 161.85000000000002 137.05000000000004 28.500000000000004 55.993277250000013 125.85000000000001 27.500000000000004 38.950530550000003 3.5000000000000004 44.580511600000001 20.500000000000004 114.17164950000002 45.029420750000007 38.058342000000003 55.657530000000008 17.500000000000004 27.500000000000004 30.102666750000001 30.160599000000001 59.846652800000008 18.500000000000004 20.500000000000004 1.5000000000000002 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 -5 8 -8 23 -7 12 17 14 15 -13 21 -3 -17 20 -20 -16 -14 27 25 -25 28 -2 -26 -28
right_child=1 11 3 5 -6 10 7 -9 -10 -11 -12 13 22 -15 16 18 -18 -19 19 -21 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=16.697674443826205 -9263.5407641003458 -7391.5121016304802 -64258.950457863735 227486.18353924423 -67004.850813602374 21223.558546567114 38358.231800325251 -163605.95722167971 245149.8114375 -120467.64402043271 -66399.65889813313 261291.32887931034 142612.91250813802 1387.474369062061 -34537.150852102561 -142681.65418750001 54795.808823327854 97067.410527343745 248162.25413161062 -18108.113186465995 -8590.8804687499996 -155220.30424679487 -3310.1195549242425 -117871.40318750002 -173897.1407421875 95590.644018121297 -135422.50369988207 -126272.68328450521 5533.6954109550734 -21686.213589446714
leaf_weight=4248930 2245 21180 122 43 163 1777 242 20 25 39 77 29 96 29722 1226 25 114 60 26 136 28 39 33 25 20 169 53 48 11056 396
leaf_count=4248930 2245 21180 122 43 163 1777 242 20 25 39 77 29 96 29722 1226 25 114 60 26 136 28 39 33 25 20 169 53 48 11056 396
internal_value=0 -1024.75 3592.67 20244.2 891.215 24964.6 66428 42297.3 57720.7 1678.85 17584.4 -2471.79 -6418.02 218.487 -21189.2 31800.7 -30565.2 -7096.43 846.182 19731.4 115031 -38257.8 105284 2018.82 4705.65 68082.6 3638.83 -11712.9 5209.7 -35111.7
internal_weight=0 69234 16520 2306 14214 2184 330 287 267 14051 1854 52714 21369 31345 1623 244 1379 21240 215 190 54 1265 129 14012 11719 194 11525 2293 11076 449
internal_count=4318164 69234 16520 2306 14214 2184 330 287 267 14051 1854 52714 21369 31345 1623 244 1379 21240 215 190 54 1265 129 14012 11719 194 11525 2293 11076 449
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 5 4 3 0 4 5 5 2 5 5 0 2 5 0 4 2 0 0 5 2 5 1 3 0
split_gain=6.99185e+12 1.89694e+14 2.56425e+14 5.21573e+14 3.0777e+14 1.71064e+14 2.66536e+14 1.76307e+14 1.4016e+14 3.63125e+14 1.43013e+14 1.20418e+14 1.15153e+14 1.00039e+14 1.52203e+14 2.02521e+14 2.53204e+14 1.28757e+14 1.12397e+14 9.78227e+13 6.98926e+13 6.86079e+13 5.81781e+13 6.77189e+13 5.71786e+13 6.70532e+13 5.42501e+13 5.12107e+13 1.78174e+14 2.61319e+14
threshold=49.111504200000006 49.148175700000003 55.820531900000013 55.769960200000007 19.500000000000004 56.505000000000003 55.990000000000002 1.5000000000000002 20.500000000000004 55.784980300000008 2.5000000000000004 51.405000000000008 98.020000000000024 4.5000000000000009 68.52500000000002 71.00500000000001 55.812836050000008 5.5000000000000009 95.020000000000024 55.793358600000012 1.5000000000000002 6.5000000000000009 55.812836050000008 55.777112100000004 101.05000000000001 7.5000000000000009 68.52500000000002 49.201680550000006 7.5000000000000009 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -4 6 11 21 10 -10 13 -5 -2 22 -15 16 17 -16 -17 20 -13 -8 23 -7 -14 -26 -12 28 -3 -30
right_child=1 27 4 5 -6 8 7 -9 9 -11 26 19 24 14 15 18 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-112.11460907448924 -9176.3864296519951 -9818.462225628673 -8937.5540859040375 17332.412484381854 88550.516814559087 37243.407059659097 -294263.8945146277 12878.906003289474 313016.63792229729 -9712.3864555308373 4129.2573946993471 191107.14735903533 -123306.95015254336 113908.40967174328 -377474.22016601567 97424.243940821238 47878.337291880125 -63209.12877308239 -85334.956318359385 32060.911334150602 68820.006707442444 -96526.083028738853 65086.41162023411 157095.89665757614 -110409.65909090909 142583.07546875 50438.062503436573 -21.784166576938592 1163.6112961327915 22353.245182734492
leaf_weight=2430983 2685 7521 6433 2545 341 55 47 57 37 604 305 92 137 304 32 212 61 22 40 235 95 28 142 330 22 20 1483 1835629 19342 8325
leaf_count=2430983 2685 7521 6433 2545 341 55 47 57 37 604 305 92 137 304 32 212 61 22 40 235 95 28 142 330 22 20 1483 1835629 19342 8325
internal_value=0 144.421 10864.3 21385.1 -4030.05 36603.1 19350.1 -119690 51344.4 8916.28 60452.4 25535.9 -14353.7 87188.5 61579 18232.5 -91732.2 -249440 68414.8 75009.7 128983 -220442 119796 139974 -92013.4 10063.1 42538.6 50.6544 3829.51 7539.57
internal_weight=0 1.88718e+06 16364 9590 6774 6726 3099 132 3627 641 2986 2967 2864 1198 671 367 115 54 252 422 187 75 527 385 179 42 1788 1.87082e+06 35188 27667
internal_count=4318164 1887181 16364 9590 6774 6726 3099 132 3627 641 2986 2967 2864 1198 671 367 115 54 252 422 187 75 527 385 179 42 1788 1870817 35188 27667
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 3 2 0 1 5 0 2 1 1 1 1 4 0 1 4 0 1 0 3 3 1 1 3 0 1
split_gain=7.36457e+12 3.67161e+13 5.6584e+13 4.42097e+13 6.04527e+13 9.99989e+13 8.14531e+13 7.43982e+13 8.15586e+13 1.02215e+14 4.82237e+13 9.44599e+13 5.73192e+13 4.76501e+13 5.7849e+13 8.18923e+13 5.76384e+13 9.30599e+13 7.30415e+13 5.2151e+13 8.23774e+13 4.93631e+13 5.49495e+13 4.92033e+13 4.5584e+13 4.54259e+13 4.14625e+13 4.13128e+13 3.71631e+13 3.66436e+13
threshold=42.005000000000003 45.610000000000007 37.889331900000009 55.030402950000003 55.07108800000001 24.500000000000004 4.5000000000000009 55.193434200000006 61.463701450000009 45.005000000000003 55.017766000000002 1.5000000000000002 82.888608650000023 39.826386800000009 60.528664650000003 52.307266200000008 1.5000000000000002 55.826364100000013 39.969502550000009 1.5000000000000002 55.826364100000013 65.480823400000006 55.388132500000005 5.5000000000000009 11.500000000000002 37.944765900000007 49.323301500000007 14.500000000000002 55.455204450000004 38.633372000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 10 5 -5 -7 8 -6 -10 25 -12 -13 29 15 16 24 18 -18 -17 23 27 -23 -21 26 -4 -15 -16 -2 -9
right_child=1 -3 3 4 7 6 -8 13 9 -11 11 12 -14 14 21 19 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=170.1429147366149 5215.2691246711365 49.992022928416517 55980.754759183845 -6120.9690434801832 10040.627967225648 -62821.551370923909 -14638.4564480523 -4034.2063298003559 -455.43398459846742 -43912.847509847968 -16967.257216106467 -18731.626786398945 19665.927018756236 9277.6927747579848 -9604.8939364339694 -6553.918447965043 -87932.007772288605 -1647.5440404731992 -13926.08683963437 27736.682247433335 4018.7179147065713 13306.591466852638 -3028.1744480367561 -3630.6038650982578 -3867.2494321904228 -809.48058077193127 -21956.110492200492 1877.701630229574 167.50758223836581 -12269.806530805077
leaf_weight=1600872 18054 2328381 141 14843 9694 575 900 14569 6200 593 1115 433 3806 7377 20367 3118 136 16799 6879 2639 13094 2339 17227 617 6467 132275 451 3703 75913 8587
leaf_count=1600872 18054 2328381 141 14843 9694 575 900 14569 6200 593 1115 433 3806 7377 20367 3118 136 16799 6879 2639 13094 2339 17227 617 6467 132275 451 3703 75913 8587
internal_value=0 -100.238 -999.657 -1680.49 -2826.73 -8588.71 -33421.7 -2159.21 4152.96 -4249.08 -372.806 8931.5 15743.7 -2995.99 -2059.74 21.5265 -2674 -5687.13 -15360.8 5298.08 7558.29 -4805.94 -1075.45 21792.7 2345.56 -749.009 7478.2 -7838.38 1137.34 -7088.24
internal_weight=0 2.71729e+06 388911 294944 157174 16318 1475 140856 16487 6793 137770 5354 4239 124369 101213 57577 38109 23814 7015 19468 16350 43636 19566 3256 14295 132416 7828 24070 93967 23156
internal_count=4318164 2717292 388911 294944 157174 16318 1475 140856 16487 6793 137770 5354 4239 124369 101213 57577 38109 23814 7015 19468 16350 43636 19566 3256 14295 132416 7828 24070 93967 23156
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=3 5 4 3 6 1 1 5 0 5 5 5 1 1 1 5 3 1 0 0 0 4 0 0 0 1 0 6 1 1
split_gain=7.04021e+12 4.5469e+13 5.49251e+13 1.89776e+14 4.09636e+14 1.72074e+14 1.48306e+14 1.2493e+14 1.38672e+14 1.17713e+14 1.44354e+14 1.1073e+14 1.0799e+14 1.47707e+14 1.26966e+14 1.32159e+14 1.66901e+14 1.15062e+14 1.062e+14 9.91183e+13 1.94544e+14 9.85715e+13 9.63557e+13 9.17497e+13 8.67748e+13 1.68701e+14 8.8402e+13 8.60848e+13 1.07421e+14 1.9739e+14
threshold=10.500000000000002 73.010000000000005 2.5000000000000004 16.500000000000004 1.5000000000000002 30.425002000000003 30.434657650000002 66.040000000000006 59.904813200000007 44.205000000000005 70.00500000000001 16.850000000000005 30.370618100000005 37.39371280000001 37.582182450000005 66.50500000000001 15.500000000000002 37.362912300000012 59.982527000000012 59.904813200000007 59.820733200000006 3.5000000000000004 55.899899800000007 60.017447350000005 55.719391050000006 37.475443250000005 55.657530000000008 1.5000000000000002 37.487839250000007 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 18 8 -4 11 27 -5 -6 17 15 22 24 -14 -7 20 -12 -18 -15 -21 25 26 -17 28 -11 -30
right_child=1 -3 3 9 12 6 -8 -9 -10 10 19 -13 13 14 -16 16 21 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=99.410986409785778 -67.014995004027739 -1312.7449822696335 5626.2944622463656 57332.790167082465 -31478.338369937817 125149.66463068181 11294.90263918349 9381.1873855116955 86670.365808599308 25590.571412311467 -180.7096598162147 -47806.935099245289 9647.804066704155 -57031.760681231965 -7677.122340454709 89170.559068834467 -43464.25023584906 115330.35214661216 -109358.93487440665 -65161.124528581488 61069.441698478258 -259280.98586956525 56525.074742879748 317.601815896191 -4048.512252841907 19682.310936873997 303630.16986328125 22004.148110065493 -45818.763767140568 7925.4565829909261
leaf_weight=2688514 1278568 284427 288 119 2058 22 6644 644 791 3019 11091 633 2770 1380 16022 37 265 107 158 430 544 23 79 426 267 156 40 7999 734 9909
leaf_count=2688514 1278568 284427 288 119 2058 22 6644 644 791 3019 11091 633 2770 1380 16022 37 265 107 158 430 544 23 79 426 267 156 40 7999 734 9909
internal_value=0 -164.003 78.8808 2877.44 -2717.09 15998.1 8868.39 44235.7 65038.6 7966.59 8828.33 -31169.1 -9610.69 -7482.45 -10799.1 -33060 -60.2586 13578.3 -80696.8 266.875 2683.07 -60699.6 -50883 -32574.7 34868 79463.3 200578 13765.4 8941.61 4218.96
internal_weight=0 1.62965e+06 1.34522e+06 66655 31751 8547 6824 1723 1079 34904 34152 752 23204 21146 18269 2247 788 2877 180 12491 11635 288 1459 856 500 233 77 21661 13662 10643
internal_count=4318164 1629650 1345223 66655 31751 8547 6824 1723 1079 34904 34152 752 23204 21146 18269 2247 788 2877 180 12491 11635 288 1459 856 500 233 77 21661 13662 10643
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=3 1 5 1 0 1 0 0 0 3 5 6 3 0 0 5 5 3 2 2 5 5 5 5 5 3 0 1 4 1
split_gain=6.84997e+12 8.05039e+13 7.05365e+13 8.96299e+13 2.42437e+14 1.17286e+14 1.1635e+14 8.98335e+13 8.74693e+13 7.31174e+13 7.17766e+13 7.09189e+13 6.57802e+13 6.29782e+13 8.70278e+13 6.25198e+13 6.72621e+13 6.48978e+13 8.83544e+13 2.09339e+14 6.22649e+13 7.15558e+13 1.93234e+14 9.25427e+13 6.36048e+13 6.10352e+13 2.94136e+14 1.55945e+14 1.36006e+14 1.28175e+14
threshold=18.500000000000004 37.832345550000007 64.020000000000024 38.233559750000005 55.91302515000001 38.950530550000003 55.762622900000004 45.040161900000008 55.777112100000004 21.500000000000004 103.45000000000002 1.5000000000000002 19.500000000000004 55.416472000000006 55.349623500000007 79.730000000000018 80.00500000000001 24.500000000000004 16.500000000000004 17.500000000000004 74.610000000000014 103.45000000000002 109.05000000000001 95.020000000000024 97.050000000000011 19.500000000000004 60.035045000000004 30.425002000000003 2.5000000000000004 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 -3 4 6 7 -4 -5 -8 -10 11 -6 -9 14 20 -7 17 -17 -19 -20 -14 23 -23 -22 -25 26 28 -28 29 -2
right_child=1 2 3 5 10 15 8 12 9 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=50.626372080153693 2153.3483104728557 -435.58947159982984 -12427.342072049647 -8063.6666280274749 143703.69726895422 -5937.2325874523603 -95430.305713619411 -39232.367129434126 -79454.350946923645 -19236.3716825958 -36716.341051962212 45014.76128404084 76062.548646722003 115223.48049851191 -101962.0670138889 6316.4536501171524 -1463.8060367125272 12730.868144087359 193984.58517775231 5069.7266559270429 22005.565434433214 214332.64727145524 20767.475715037755 -199460.67732007577 -24440.202518136164 492.88032864648522 -35288.344996648819 5089.9337411722745 30251.774479088108 21833.797205808631
leaf_weight=3717520 12893 235425 6181 744 88 43645 268 111 257 936 86 422 337 105 45 1648 38217 341 109 127 463 67 224 33 56 246377 2387 1596 3004 4452
leaf_count=3717520 12893 235425 6181 744 88 43645 268 111 257 936 86 422 337 105 45 1648 38217 341 109 127 463 67 224 33 56 246377 2387 1596 3004 4452
internal_value=0 -313.338 -1362 -3669.71 -13635.5 -2718.09 -18426.3 20155.2 -43805.8 -32208.7 47792.9 62043.4 34724.8 40897.1 34526.3 -3312.45 -479.782 16422 45284.9 92322.8 39731.4 25207.5 65334 4053.85 -89335.4 964.756 5742.8 -19108.6 10607.1 7204.8
internal_weight=0 600644 329935 94510 8238 86272 7642 2185 1461 1193 596 510 1441 1330 1225 84087 40442 2225 577 236 1180 843 291 552 89 270709 24332 3983 20349 17345
internal_count=4318164 600644 329935 94510 8238 86272 7642 2185 1461 1193 596 510 1441 1330 1225 84087 40442 2225 577 236 1180 843 291 552 89 270709 24332 3983 20349 17345
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=1 4 0 3 5 5 0 3 0 0 5 5 3 3 5 5 5 0 4 5 5 3 5 0 3 1 0 3 3 5
split_gain=6.84691e+12 2.67105e+13 5.57541e+13 5.229e+13 4.54232e+13 6.45874e+13 6.94997e+13 6.07757e+13 9.38799e+13 4.49977e+13 4.54505e+13 5.08239e+13 4.3575e+13 1.0936e+14 3.9327e+13 5.83775e+13 3.38486e+13 3.35055e+13 3.9381e+13 3.99088e+13 4.05246e+13 5.23558e+13 2.94741e+13 4.26265e+13 3.13678e+13 2.80843e+13 3.58742e+13 2.75334e+13 2.71002e+13 3.87366e+13
threshold=91.398302750000013 2.5000000000000004 51.67657710000001 10.500000000000002 74.610000000000014 75.015000000000015 55.975961550000008 14.500000000000002 53.719078300000007 50.565831500000009 78.710000000000022 79.010000000000005 19.500000000000004 20.500000000000004 57.705000000000005 69.015000000000015 68.52500000000002 50.565831500000009 3.5000000000000004 76.730000000000018 94.040000000000006 5.5000000000000009 64.020000000000024 48.713222300000005 9.5000000000000018 91.910414550000013 53.719078300000007 20.500000000000004 8.5000000000000018 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 14 16 6 7 8 -6 -7 -11 -12 -13 -14 -3 22 25 18 -17 -20 28 -22 24 -24 -16 26 -2 -5 29 -21
right_child=1 2 -4 27 5 9 -8 -9 -10 10 11 12 13 -15 15 17 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-23.219427103248151 -2800.4422857813197 22148.979865794623 3708.3491683722514 93102.305811983009 25358.729552801728 76056.571490885428 22445.326825541837 -194927.10090481507 -163703.39606119794 15237.372495139691 -79716.32692198822 -8000.55506050032 -249515.74814814815 -10615.237047230114 -15373.248239431763 28223.865004770996 14043.196561931743 -43773.06691234692 78734.929345703131 57830.368303571435 -69642.169122023814 151105.17876420455 2210.7290656887758 -72090.647477034698 -112020.13350694446 -682.16564560355539 10223.72413558494 -4651.0870937500003 -148473.1983154297 -77590.216606104659
leaf_weight=4176165 3442 229 38645 68 58 60 62 49 48 434 138 881 27 66 500 393 1711 148 32 28 21 22 98 364 36 88786 5485 50 32 86
leaf_count=4176165 3442 229 38645 68 58 60 62 49 48 434 138 881 27 66 500 393 1711 148 32 28 21 22 98 364 36 88786 5485 50 32 86
internal_value=0 682.879 2844.68 -12996.2 -187.246 -15829.5 -67035.8 -102828 -60254.3 -8910.62 -12208.2 -22919.8 -14872.7 -79973.4 -16833.2 -21905.4 99.565 -1062.65 9232.37 -24539.8 -42025.5 43298.3 -37819.3 -56329.7 -21864.5 -144.594 5201.97 51681.4 -67155.1 -44329
internal_weight=0 141999 40752 2107 101247 1823 217 155 106 1606 1546 1112 974 93 1989 1760 99424 762 614 221 189 43 998 462 536 97713 8927 118 146 114
internal_count=4318164 141999 40752 2107 101247 1823 217 155 106 1606 1546 1112 974 93 1989 1760 99424 762 614 221 189 43 998 462 536 97713 8927 118 146 114
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=1 1 0 1 5 5 0 6 0 0 3 4 1 0 6 5 0 0 0 3 5 5 5 6 1 0 1 3 3 0
split_gain=7.41729e+12 7.25136e+13 5.83396e+13 5.58066e+13 5.28e+13 5.99224e+13 5.73176e+13 5.33637e+13 5.11929e+13 5.07511e+13 5.03242e+13 4.58371e+13 4.52782e+13 4.90568e+13 1.10573e+14 5.37927e+13 5.21015e+13 4.42122e+13 4.25433e+13 4.10471e+13 4.03612e+13 1.39764e+14 1.25368e+14 5.7932e+13 5.4422e+13 5.89738e+13 5.34498e+13 1.29274e+14 1.89684e+14 1.44515e+14
threshold=82.970752000000019 82.964402850000013 54.943649450000002 82.968597500000016 58.005000000000003 59.510000000000012 55.078308950000007 1.5000000000000002 55.099723300000008 55.061033200000004 9.5000000000000018 3.5000000000000004 82.963712850000022 55.010031850000011 1.5000000000000002 55.990000000000002 55.07108800000001 54.940316550000006 55.07108800000001 16.500000000000004 59.005000000000003 58.755000000000003 68.52500000000002 1.5000000000000002 86.067573200000012 55.055104550000003 83.006817700000013 4.5000000000000009 7.5000000000000009 54.99493995000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 7 9 -6 11 -7 -11 19 -1 14 -14 -16 -15 -5 -12 -8 21 -2 23 -22 25 -25 27 29 -29 -24
right_child=20 2 4 17 5 6 8 -9 -10 10 18 -13 13 16 15 -17 -18 -19 -20 -21 22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=18.157043442865955 -48.486505499967649 -8314.3939728017212 2253.1226658007708 -2598.3778619490608 27809.694068075085 4767.4204818423286 73539.496489336147 6931.3127556941872 -12346.764036225111 -55703.655031881637 -62923.264635416672 15578.518605216108 -3713.583714450122 14957.213564877187 -11547.206946584934 -42277.918175841558 -10081.630505225408 68998.368944176967 36249.707196635587 -29627.151358387084 -999.59625772297773 12107.100554631088 52944.997303770157 -7132.8821031055777 -1903.9899538465936 -22927.536891003434 2825.1367239085585 -36386.306033175228 -1458.9888815202121 -23369.632876586915
leaf_weight=3583465 445819 5738 40023 173 2645 12644 374 2279 246 281 60 402 8860 2060 1043 1255 1393 172 155 43 39243 9664 841 36638 21646 2527 61869 1628 34626 352
leaf_count=3583465 445819 5738 40023 173 2645 12644 374 2279 246 281 60 402 8860 2060 1043 1255 1393 172 155 43 39243 9664 841 36638 21646 2527 61869 1628 34626 352
internal_value=0 55.4125 3359.62 -5965.77 4318.62 8640.18 5344.94 18146.4 27657.3 3536.52 -27841.6 39673.2 -4.49451 -5559.97 -8783.37 -28330.1 4856.11 33096.2 8573.53 62901.2 -309.983 209.419 -1496.62 -3994.98 -5927.98 -8151.98 1020.31 -1961.58 -3027.41 30428
internal_weight=0 3.66331e+06 65235 6083 59152 19129 14205 4924 1065 13140 496 819 3.59808e+06 14611 11158 2298 3453 345 215 417 654853 455483 199370 100054 60811 39165 99316 37447 36254 1193
internal_count=4318164 3663311 65235 6083 59152 19129 14205 4924 1065 13140 496 819 3598076 14611 11158 2298 3453 345 215 417 654853 455483 199370 100054 60811 39165 99316 37447 36254 1193
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 5 5 3 3 1 0 2 0 3 1 2 1 6 0 1 6 0 1 0 3 3 5 3 0 0
split_gain=6.83735e+12 6.9679e+13 1.54465e+14 1.7265e+14 1.60661e+14 1.48241e+14 2.26813e+14 1.43813e+14 1.33428e+14 1.32953e+14 1.41964e+14 2.1886e+14 1.26804e+14 2.24302e+14 1.48885e+14 1.41814e+14 1.51154e+14 1.23013e+14 1.13143e+14 1.95295e+14 3.15162e+14 5.60947e+14 1.89041e+14 1.04914e+15 5.78398e+14 3.64273e+14 1.45133e+14 1.2725e+14 1.50468e+14 1.49092e+14
threshold=82.940215400000014 82.871296800000025 54.970187400000007 59.510000000000012 55.07108800000001 62.710000000000008 40.905000000000008 2.5000000000000004 18.500000000000004 82.933113850000026 55.010031850000011 3.5000000000000004 55.061033200000004 20.500000000000004 82.911991800000024 24.500000000000004 82.926290250000008 1.5000000000000002 55.02863030000001 82.902675200000019 1.5000000000000002 55.055104550000003 82.897133550000021 55.055104550000003 9.5000000000000018 10.500000000000002 96.015000000000015 16.500000000000004 55.030402950000003 55.039751500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -5 9 18 11 -11 15 14 -14 -10 -17 -12 -7 20 21 -20 26 -24 -25 -26 -22 28 -21 -29
right_child=-2 2 4 7 -6 8 -8 -9 12 10 17 -13 13 -15 -16 16 -18 -19 19 27 22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-31.741375965185966 -249.42865004222537 -1293.6687267833461 9571.2412248399814 146314.26521045921 -4962.2091842888622 4438.3000223979234 -1848.9334601032454 -26032.607447634389 -4262.8726834066347 42713.589936755954 88372.135338522348 421265.27604166674 59458.06033935547 19624.339489589816 309848.497606383 -9682.5865371532655 171228.65494791669 23731.334015243749 81760.876086519929 73356.509944642967 26847.280677285595 447507.65691489365 16519.366956038935 -46360.552539062504 600012.41709914431 127360.74625355116 -46408.45437554254 167901.92512705814 4210.6355008659211 33685.854619647085
leaf_weight=3294556 876038 18174 28309 49 18824 10053 45092 4065 8903 42 337 24 48 703 47 89 96 2329 389 330 853 47 620 28 63 22 396 93 6793 752
leaf_count=3294556 876038 18174 28309 49 18824 10053 45092 4065 8903 42 337 24 48 703 47 89 96 2329 389 330 853 47 620 28 63 22 396 93 6793 752
internal_value=0 63.4808 2189.35 -5481.17 3553.96 5059.79 2555.55 -23979.9 10620.3 14770.1 35489 180369 893.852 39113.8 183335 -2462.16 84195.7 31902.4 12000.7 19320.7 44213.2 121188 27280.3 67594.3 347829 477679 3621.28 11766.7 7414.08 48457.6
internal_weight=0 3.44213e+06 147570 22288 125282 106458 73401 4114 33057 23171 2732 66 9886 798 95 9088 185 2666 20439 10386 2418 436 1982 733 113 85 1249 7968 7123 845
internal_count=4318164 3442126 147570 22288 125282 106458 73401 4114 33057 23171 2732 66 9886 798 95 9088 185 2666 20439 10386 2418 436 1982 733 113 85 1249 7968 7123 845
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=5 0 0 6 2 3 1 3 5 5 4 5 3 5 5 5 3 3 1 1 1 0 0 6 0 6 0 1 2 3
split_gain=7.89631e+12 2.8166e+13 3.15721e+13 2.56971e+13 3.5484e+13 2.95773e+13 2.32291e+13 3.40873e+13 2.9912e+13 4.21545e+13 4.2879e+13 2.89092e+13 2.47038e+13 6.68941e+13 3.77154e+13 2.27416e+13 2.79894e+13 2.56584e+13 2.37807e+13 5.37054e+13 4.88957e+13 9.78156e+13 7.18215e+13 1.23743e+14 1.05824e+14 5.74405e+13 7.80875e+13 4.36577e+13 4.08433e+13 3.95274e+13
threshold=102.01000000000001 43.056445700000005 42.966471700000007 1.5000000000000002 10.500000000000002 14.500000000000002 47.473138800000008 9.5000000000000018 109.05000000000001 110.05000000000001 2.5000000000000004 118.33500000000002 6.5000000000000009 161.85000000000002 132.05000000000004 104.75000000000001 2.5000000000000004 27.500000000000004 82.966612450000014 82.964402850000013 83.093115700000013 54.762542150000009 54.943649450000002 1.5000000000000002 54.990279300000005 1.5000000000000002 55.046835900000012 82.959896850000021 8.5000000000000018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -8 -10 -11 -12 -13 14 -14 16 -3 -18 19 27 21 -20 23 29 28 -26 -27 -17 -24 -23
right_child=1 15 3 -5 5 -7 8 -9 9 10 11 12 13 -15 -16 18 17 -19 20 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=21.703225023200954 -2353.973227563692 48222.317930094403 13186.802680992714 28553.971753882754 -110502.55940472147 22935.633383413464 -44178.48109570313 -45983.805314888712 156196.44528459822 -106478.54339488636 -24135.18359375 -7862.662109375 88130.599679432751 212710.21630859375 -8129.4082753638695 -239.77516841174116 -5632.7706769865363 -69144.311181640631 -156601.087875 44855.353506747168 -662.48326773306235 26613.805570652174 -81789.165362079337 13558.306832853121 29381.04926594143 -10976.722868647492 -79449.189026418186 -66024.16738861386 -202931.53634868423 -118510.45712316176
leaf_weight=4209727 1586 96 325 935 46 26 50 139 28 22 60 52 92 28 73 86621 10434 64 50 264 5118 23 104 1029 179 503 249 101 38 102
leaf_count=4209727 1586 96 325 935 46 26 50 139 28 22 60 52 92 28 73 86621 10434 64 50 264 5118 23 104 1029 179 503 249 101 38 102
internal_value=0 -842.56 8032.14 16812.7 5146.34 -62316.5 10735.9 -4538.88 28235.9 38435.1 28351.6 38077 53312.6 69795.1 45542.8 -1135.24 -5528.43 -6019.96 -642.117 -179.295 -6086.21 -18277.1 -15171.5 2145.19 -33795.3 -21530.5 -33649.1 -316.39 -114208 -91807.6
internal_weight=0 108437 3462 1876 941 72 869 464 405 355 327 305 245 193 165 104975 10594 10498 94381 86986 7395 2277 2227 1154 1073 931 752 86722 142 125
internal_count=4318164 108437 3462 1876 941 72 869 464 405 355 327 305 245 193 165 104975 10594 10498 94381 86986 7395 2277 2227 1154 1073 931 752 86722 142 125
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=5 1 0 0 0 1 1 1 0 1 2 2 5 2 1 3 5 0 3 1 5 5 2 3 2 0 2 4 0 3
split_gain=7.60196e+12 4.7639e+13 8.19238e+13 1.69518e+14 8.0786e+13 1.17409e+14 6.9379e+13 1.4911e+14 1.50886e+14 1.33867e+14 1.25382e+14 1.00754e+14 9.02825e+13 8.66505e+13 1.25978e+14 6.74697e+13 6.49376e+13 6.34499e+13 6.30736e+13 6.29331e+13 6.11515e+13 6.05044e+13 9.55673e+13 5.88614e+13 6.13403e+13 5.84296e+13 1.14886e+14 1.20977e+14 1.07903e+14 1.11829e+14
threshold=112.04500000000002 39.899261850000009 57.178027650000011 57.692655200000004 57.131524800000008 65.520339550000017 39.704585000000002 39.262370300000008 47.249522000000006 39.188277450000008 17.500000000000004 3.5000000000000004 120.05000000000001 11.500000000000002 39.753614400000011 4.5000000000000009 128.92000000000004 57.692655200000004 16.500000000000004 65.610478850000007 161.85000000000002 132.05000000000004 7.5000000000000009 18.500000000000004 13.500000000000002 57.60800230000001 1.5000000000000002 3.5000000000000004 47.272352350000006 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 -3 15 7 9 12 -2 11 20 -9 17 18 -6 -16 25 -15 -7 -11 22 -13 24 -5 28 27 -27 29 -8
right_child=1 2 3 23 5 19 13 8 -10 10 -12 21 -14 14 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=16.936866977746778 932.63154344803661 -3497.7504426746818 -71620.987577839944 -855.39075908376219 111560.64423363096 25496.38520131589 -2011.7271625310725 -68460.224952059667 -118076.1802526174 46108.978832220266 -166948.30863095238 163308.48373081139 11806.053780764249 -123809.18350539437 18597.965559895834 -78075.633122114697 204275.83245967745 -101015.70133789064 -25590.830226512844 -94062.082500000004 -147950.96374289773 188888.03928052328 -28201.46198730469 -76448.230532896749 149076.11367187501 46076.098180042616 41854.782441644435 377706.95355113642 -30071.196737004615 51415.111782773602
leaf_weight=4248930 25501 35676 531 1072 21 2036 660 220 197 62 21 57 386 84 48 176 31 40 295 45 22 86 48 102 28 22 410 22 371 964
leaf_count=4248930 25501 35676 531 1072 21 2036 660 220 197 62 21 57 386 84 48 176 31 40 295 45 22 86 48 102 28 22 410 22 371 964
internal_value=0 -1039.43 -3302.79 -24565.1 -2331.94 15925.9 2000.68 387.787 -42048.7 1708.74 68571.6 86556.8 -17333.5 16558.9 -23414.9 -57860.6 91458.9 23914.5 -47359.5 22911 -4716.24 126698 75761.1 -3777.51 2961.05 25955 58334.1 211892 18586.5 29702.2
internal_weight=0 69234 39687 1733 37954 2278 29547 26600 803 25797 296 275 606 2947 458 197 79 2489 379 2081 84 191 105 1202 1100 2449 454 44 1995 1624
internal_count=4318164 69234 39687 1733 37954 2278 29547 26600 803 25797 296 275 606 2947 458 197 79 2489 379 2081 84 191 105 1202 1100 2449 454 44 1995 1624
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=3 6 1 1 5 3 0 4 1 5 1 1 1 2 2 1 3 4 0 1 1 1 5 5 5 5 0 1 1 1
split_gain=6.87504e+12 4.79412e+13 6.20156e+13 8.28537e+13 5.53241e+13 6.0829e+13 5.13935e+13 8.52599e+13 7.42765e+13 5.43393e+13 1.15771e+14 1.3176e+14 2.43133e+14 9.95943e+13 9.11857e+13 1.36065e+14 7.93908e+13 1.17678e+14 7.33489e+13 6.60205e+13 1.65468e+14 9.35803e+13 6.33976e+13 5.93695e+13 4.87783e+13 4.79971e+13 6.29708e+13 6.92334e+13 5.64652e+13 4.59259e+13
threshold=3.5000000000000004 1.5000000000000002 30.388336800000001 30.315880100000005 123.15000000000002 2.5000000000000004 44.039893800000009 1.5000000000000002 43.808567100000012 55.005000000000003 39.726951800000002 39.863684800000009 39.826386800000009 1.5000000000000002 2.5000000000000004 40.810045900000013 2.5000000000000004 3.5000000000000004 43.592450450000008 39.694727950000008 39.666208800000007 39.718803500000007 101.05000000000001 68.52500000000002 60.905000000000008 62.710000000000008 45.040161900000008 37.214886200000009 83.093115700000013 39.080602550000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 25 -6 7 -3 9 -9 16 12 13 -12 -13 -16 -11 19 22 20 -18 23 -15 -21 -23 -4 -27 -28 -29 -8
right_child=-2 6 4 -5 5 -7 29 8 -10 10 11 14 -14 18 15 -17 17 -19 -20 21 -22 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=-22044.837431834745 -30.886481375577052 -3976.7698228126342 -5133.2822518313378 -141222.37559419015 568.24219943576395 -79948.240219552186 2732.534724929867 12095.231613883876 144.73045767864483 8032.8781125992064 106417.26924465806 23627.821864983227 -252765.00625000001 -17602.306484375 205324.22685416669 36882.697289855503 58783.302055921056 -60329.936261432937 -113221.5421875 97820.06533761161 360148.29111607146 236522.41440033785 173644.97316406251 -79501.91154725611 108489.49265843442 -16816.231850877226 -26814.859276994976 24151.304260303899 -46465.943926848086 -396.00417681976069
leaf_weight=327 4074053 3618 15149 71 180 196 69173 1975 2053 126 67 836 44 130 75 133 38 41 75 35 35 37 20 41 152 813 350 2335 119 145867
leaf_count=327 4074053 3618 15149 71 180 196 69173 1975 2053 126 67 836 44 130 75 133 38 41 75 35 35 37 20 41 152 813 350 2335 119 145867
internal_value=0 515.475 -4235.42 -43305.2 -3423.08 -41403.1 928.852 8114.53 15512.9 23686.6 35831.4 20839.8 -33627.1 -606.366 38369.3 97618.8 76798.9 99660.4 -32475.6 119067 203273 95871.2 7897.33 2159.53 133554 -2662.1 7687.88 14792.7 20726.9 610.369
internal_weight=0 244111 19540 398 19142 376 224571 9531 5913 3860 1885 1380 336 292 1044 208 505 379 225 338 73 265 150 76 189 18766 3617 2804 2454 215040
internal_count=4318164 244111 19540 398 19142 376 224571 9531 5913 3860 1885 1380 336 292 1044 208 505 379 225 338 73 265 150 76 189 18766 3617 2804 2454 215040
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=1 1 0 5 3 5 0 5 6 3 1 5 0 5 6 5 0 1 1 5 1 5 0 3 3 3 4 3 6 3
split_gain=7.10842e+12 5.0462e+13 3.5422e+14 1.20376e+14 1.06314e+14 8.51531e+13 7.49461e+13 6.73441e+13 5.57817e+13 7.47493e+13 6.11832e+13 5.47594e+13 5.0946e+13 8.21928e+13 5.18553e+13 4.99082e+13 4.96593e+13 9.82909e+13 4.86942e+13 4.7773e+13 4.75563e+13 8.24092e+13 6.21474e+13 2.01528e+14 1.07903e+14 1.06716e+14 7.65522e+13 7.2043e+13 6.98979e+13 6.65318e+13
threshold=39.694727950000008 39.488326500000007 47.297889100000013 53.995000000000012 24.500000000000004 107.05000000000001 44.226894250000008 42.605000000000011 1.5000000000000002 8.5000000000000018 39.080602550000002 74.610000000000014 43.642715500000008 74.610000000000014 1.5000000000000002 74.610000000000014 63.563300600000012 33.101335500000005 39.714575750000009 74.610000000000014 39.704585000000002 63.145000000000003 47.222459950000008 7.5000000000000009 14.500000000000002 12.500000000000002 1.5000000000000002 10.500000000000002 1.5000000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 12 7 -1 -9 10 -10 -12 13 14 -3 -6 -8 -18 20 -5 22 -22 23 -2 25 27 -27 28 -25 -26
right_child=18 2 3 19 15 -7 16 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=2401.8561640108815 -11905.811493620327 174687.50293996712 -11043.444809398983 -26499.643641724659 -10678.137552490356 -42142.27811279297 4.6408447416824847 29323.422767675322 8833.6580949327436 -44223.610644947767 -17267.053584259396 -75390.865406411918 2131.1897334412797 -143077.76750000002 44966.942235429451 -55267.85591939291 9673.5290284501752 -38970.371815013888 58.680488476483781 -51714.657286127833 3760.356553479905 20423.114594133305 -2882.46465856754 186329.70930232559 -60341.170004447398 51302.732136501741 143658.36574447888 8553.0909849652053 50636.459466175977 46033.362128464723
leaf_weight=2082 1586 38 7132 3221 5104 434 1737709 211 820 1143 1012 193 48170 20 163 264 752 928 2475491 980 12233 3919 13067 43 157 180 179 515 324 94
leaf_count=2082 1586 38 7132 3221 5104 434 1737709 211 820 1143 1012 193 48170 20 163 264 752 928 2475491 980 12233 3919 13067 43 157 180 179 515 324 94
internal_value=0 -151.007 -2875.4 -18953.3 486.851 1955.47 -48.6955 -11745.2 -20462.1 -23778 -12237.6 -26576.5 2350.97 50254.2 69491.2 -12871.1 -11.9729 -17196.4 109.012 -32381.7 3966.84 7803.28 128.731 12912.1 39293.7 51388.1 97351.9 32679.4 66535.1 -20503.7
internal_weight=0 1.81038e+06 65526 11333 54193 48825 1.74485e+06 5461 3379 3168 2025 1205 48391 221 201 5368 1.73939e+06 1680 2.50779e+06 4201 32297 16152 16145 3078 1492 1241 359 882 367 251
internal_count=4318164 1810376 65526 11333 54193 48825 1744850 5461 3379 3168 2025 1205 48391 221 201 5368 1739389 1680 2507788 4201 32297 16152 16145 3078 1492 1241 359 882 367 251
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=0 0 1 3 6 5 1 3 3 1 1 0 0 5 1 1 0 3 0 3 5 0 1 5 0 1 1 1 1 0
split_gain=7.05933e+12 7.11424e+13 1.41509e+14 1.35788e+14 1.4877e+14 1.1729e+14 9.40561e+13 1.1457e+14 8.97662e+13 8.7496e+13 1.33964e+14 1.16607e+14 1.03727e+14 8.65103e+13 1.20475e+14 1.93911e+14 1.30353e+14 1.52043e+14 1.0603e+14 8.6881e+13 8.26709e+13 9.41402e+13 7.95334e+13 7.80562e+13 9.26904e+13 9.99325e+13 1.10631e+14 6.85835e+13 6.98611e+13 8.01385e+13
threshold=56.758269450000007 56.876792350000009 61.284352600000013 15.500000000000002 1.5000000000000002 71.715000000000018 60.648383500000008 20.500000000000004 24.500000000000004 60.08989780000001 60.479177250000006 56.819808050000006 56.838612000000005 47.005000000000003 60.55755580000001 60.628582700000003 56.782419000000012 16.500000000000004 56.831297550000009 23.500000000000004 107.05000000000001 56.831297550000009 60.695889550000011 114.05000000000001 56.831297550000009 60.611165000000007 60.601268000000012 60.611165000000007 60.55755580000001 56.863241500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 27 -5 -8 -9 12 11 -11 -7 -6 20 16 -16 23 -17 -19 -15 -22 -12 24 -18 26 -26 28 -2 -30
right_child=1 -3 -4 4 13 9 7 8 -10 10 22 -13 -14 14 15 18 17 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-66.485795793245842 3967.5547939235971 -142.1108718880956 -24073.991266476165 6978.0262810850509 554.69393626055808 -35361.275828543527 22946.463722311339 -28591.876942480212 -2591.0336000006405 50641.458863049018 18175.303194539065 212586.28138447745 10141.544459400329 -19664.390830289951 -42766.896916366866 -29865.080808696031 15675.3542289949 37612.335574018056 2221.8284793217558 7185.4920372267607 -149113.32423406863 20715.91064453125 -32293.830200157521 -59870.065710010116 -26002.965340119346 65642.426823624322 -137412.11089270355 8186.3146649243463 -2105.8943392920719 -31685.598189494649
leaf_weight=3399081 38268 769439 2016 22511 11352 700 1112 2098 3617 164 9379 61 1762 6401 481 3207 1064 1995 1517 1772 102 48 323 278 489 92 109 22873 14877 976
leaf_count=3399081 38268 769439 2016 22511 11352 700 1112 2098 3617 164 9379 61 1762 6401 481 3207 1064 1995 1517 1772 102 48 323 278 489 92 109 22873 14877 976
internal_value=0 245.887 2240.89 2600.25 -1156.78 5048.46 3859.88 -6421.72 -12136.1 14079 18264.2 94546.5 -2795.89 -6248.25 -10647.4 -4255.54 7257.78 11407.1 -19561.1 23299.5 -21384.1 -94768 16495.1 -10639.6 -2836.77 -31383 -46310 3595.36 1655.1 -3926.99
internal_weight=0 919083 149644 147628 58245 89383 29338 6827 5715 12389 9927 225 2462 28907 17555 11004 6280 5799 4724 3767 6551 150 9702 2032 1754 690 598 76994 54121 15853
internal_count=4318164 919083 149644 147628 58245 89383 29338 6827 5715 12389 9927 225 2462 28907 17555 11004 6280 5799 4724 3767 6551 150 9702 2032 1754 690 598 76994 54121 15853
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=0 6 3 1 1 1 1 3 5 1 1 1 2 5 3 3 1 4 0 1 2 0 3 5 5 3 3 3 0 1
split_gain=6.61562e+12 3.10286e+13 9.17964e+13 9.8656e+13 1.60109e+14 1.90696e+14 6.49915e+13 6.57494e+13 7.88148e+13 7.83266e+13 6.66641e+13 8.28253e+13 1.31716e+14 1.0758e+14 1.74553e+14 1.07528e+14 1.9568e+14 1.41839e+14 1.40438e+14 1.66468e+14 1.1816e+14 2.28492e+14 1.43186e+14 1.97295e+14 2.69058e+14 1.10561e+14 1.00018e+14 9.8463e+13 9.53474e+13 1.09546e+14
threshold=44.982728700000003 1.5000000000000002 4.5000000000000009 46.037218400000008 37.362912300000012 37.692869000000009 47.282206100000003 4.5000000000000009 54.710000000000008 37.342273500000012 46.037218400000008 39.925119750000007 7.5000000000000009 67.990000000000023 6.5000000000000009 10.500000000000002 39.753614400000011 1.0000000180025095e-35 44.893607100000004 37.314272700000011 11.500000000000002 43.592450450000008 22.500000000000004 63.855000000000011 64.020000000000024 22.500000000000004 14.500000000000002 12.500000000000002 44.893607100000004 37.944765900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 9 -9 -3 11 13 -13 15 -15 -10 17 -17 20 26 22 -22 27 -24 -25 -18 -20 -19 -16 -30
right_child=-2 6 3 -5 5 -7 -8 8 10 -11 -12 12 -14 14 28 16 25 18 19 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-9748.3848732750721 29.388718201910251 21192.62323486121 -6284.7597332326332 -4940.7723173756413 88207.895422170666 10040.317823662112 5101.6624868474855 -664.30384882340149 -8017.1760335617764 1088.0580413981686 -37160.312210032069 3485.0770916012098 -22081.947678190059 -17782.819121330016 1579.517787800002 198530.36122395835 -88845.826927813061 -54897.485449973647 256835.00011888589 3228.9834460853017 113208.42159719527 -14713.503363431633 -26247.185500563788 -395427.59497282607 -21230.185107421876 94252.884866071443 49414.469996675536 -18016.672924075927 46772.641869793973 -71915.776020848469
leaf_weight=5845 4087717 2064 6982 9693 317 20174 15606 83155 12240 31706 659 16114 2303 5208 11563 30 571 1043 46 393 161 1052 97 46 33 35 47 2366 812 86
leaf_count=5845 4087717 2064 6982 9693 317 20174 15606 83155 12240 31706 659 16114 2303 5208 11563 30 571 1043 46 393 161 1052 97 46 33 35 47 2366 812 86
internal_value=0 -521.303 1901.02 3733.09 6793.4 11249.6 -1077.16 -1638.33 -2605.78 2316.84 -5546.19 -5162.13 287.984 -7963.62 -2408.42 -13368.6 -24433.1 -18293.6 -19524.6 31699.3 -24713.2 2265.42 -33841.5 -121797 -239117 -78270.8 152010 -29300.5 4017.22 35406
internal_weight=0 230447 43011 37166 27473 20491 187436 171830 138060 33770 54905 54246 18417 35829 17669 18160 5920 5314 5284 486 4798 1213 3585 176 79 606 93 3409 12461 898
internal_count=4318164 230447 43011 37166 27473 20491 187436 171830 138060 33770 54905 54246 18417 35829 17669 18160 5920 5314 5284 486 4798 1213 3585 176 79 606 93 3409 12461 898
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=0 1 1 5 3 1 1 0 0 1 5 5 0 1 1 3 0 5 5 5 2 0 1 3 0 5 0 3 1 0
split_gain=6.91779e+12 3.18107e+13 1.03638e+14 8.76995e+13 5.98944e+13 8.00193e+13 5.25738e+13 1.10611e+14 3.40284e+14 3.32311e+14 2.07342e+14 1.19947e+14 1.10106e+14 1.63469e+14 1.52653e+14 2.64696e+14 1.79484e+14 1.55232e+14 1.54106e+14 1.31122e+14 1.10995e+14 8.35255e+13 8.49403e+13 7.96114e+13 7.9578e+13 7.38882e+13 7.34048e+13 8.38752e+13 7.32688e+13 7.05824e+13
threshold=45.087005000000012 39.110397700000007 39.630124250000001 105.35000000000001 17.500000000000004 39.188277450000008 39.027779200000005 45.055827000000008 45.067452850000002 39.036172050000012 59.510000000000012 51.015000000000008 45.055827000000008 39.016372550000007 38.92948375000001 10.500000000000002 45.070824200000011 89.00500000000001 57.995000000000012 62.015000000000008 9.5000000000000018 45.073740550000004 39.021425200000003 12.500000000000002 45.084117700000007 67.990000000000023 45.040161900000008 21.500000000000004 38.984911950000004 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 12 9 10 11 -9 -8 29 14 15 -14 19 28 -17 -16 -21 23 24 -15 -23 -25 27 -11 -18 -1
right_child=-2 2 -4 -5 5 -7 7 8 -10 26 -12 -13 13 21 16 18 17 -19 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=2305.0545418969468 -46.949060961216738 -5591.9948062478006 -21.422655459902586 -75940.956095091504 -29282.576907831484 112179.258984375 12095.498061256845 -5285.962350454256 5449.2212147521004 4695.2185625045558 -32049.991210692326 32870.275987572029 10630.537260080819 8578.4420340990237 6761.9912393006343 -10735.819086064545 9374.3468354959077 -35113.701921812426 -48102.331198912812 26457.401664431571 7702.4911358250265 -27294.792855437045 19728.894615094145 -6706.3735903100742 3604.0583847002595 -56506.604534305086 -16383.695864814215 -6259.6379224808416 -2951.227884619464 -2483.3062276581859
leaf_weight=40627 3795889 12800 163559 192 1618 41 6575 8176 24373 39340 4481 4814 5116 3986 21195 4080 8131 1190 1513 8373 5064 3942 578 1583 1057 367 2093 8499 11854 127058
leaf_count=40627 3795889 12800 163559 192 1618 41 6575 8176 24373 39340 4481 4814 5116 3986 21195 4080 8131 1190 1513 8373 5064 3942 578 1583 1057 367 2093 8499 11854 127058
internal_value=0 341.225 -743.179 -8800.63 -7909.08 -25786.5 902.897 2856.74 -1458.82 5462.79 -14761.3 20876.8 120.84 3224.04 5128.27 -5807.74 7226.82 -25.8015 -20844.1 11661.3 19389.2 -7777.62 -16565 478.362 -20761.5 -16079 1947.01 2749 2063.5 -1323.17
internal_weight=0 522275 178210 14651 14459 1659 344065 98351 37030 61321 12657 11389 245714 78029 66516 10709 55807 21175 5593 34632 13437 11513 5577 5936 4999 1950 49932 47839 19985 167685
internal_count=4318164 522275 178210 14651 14459 1659 344065 98351 37030 61321 12657 11389 245714 78029 66516 10709 55807 21175 5593 34632 13437 11513 5577 5936 4999 1950 49932 47839 19985 167685
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=5 5 0 5 5 1 0 0 1 1 3 5 2 1 1 1 1 1 0 3 0 2 6 3 3 1 0 3 1 0
split_gain=6.44682e+12 3.87629e+13 1.42524e+14 1.36111e+14 1.17524e+14 1.19324e+14 1.15709e+14 1.30125e+14 1.0594e+14 1.03629e+14 8.93969e+13 1.12259e+14 1.08879e+14 9.60831e+13 6.99904e+13 6.80052e+13 6.77733e+13 5.86526e+13 1.00107e+14 5.80253e+13 5.1911e+13 5.01183e+13 4.93077e+13 5.21151e+13 4.66178e+13 4.64067e+13 4.8689e+13 4.60638e+13 7.0017e+13 4.48761e+13
threshold=64.020000000000024 58.040000000000006 55.299834250000011 59.245000000000012 60.005000000000003 61.463701450000009 55.055104550000003 55.061033200000004 82.871296800000025 39.071052600000009 11.500000000000002 60.905000000000008 1.5000000000000002 91.398302750000013 82.837870700000011 82.933113850000026 82.958618050000013 83.006817700000013 55.017213950000006 25.500000000000004 55.07108800000001 2.5000000000000004 1.5000000000000002 4.5000000000000009 14.500000000000002 20.507360500000004 54.940316550000006 9.5000000000000018 33.101335500000005 55.183525900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 24 6 9 19 15 14 25 12 16 17 29 -7 -8 -12 18 -10 -5 21 -13 -20 -24 -3 26 -6 -27 -29 -14
right_child=-2 2 -4 4 5 8 7 -9 10 -11 11 20 13 -15 -16 -17 -18 -19 22 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-74.247046123332652 -230.46246318628192 2248.7317440903548 2912.6185276014553 -4071.9796021718885 9245.0229094730112 -6003.5170907273423 -19518.344371388055 -13497.419878970722 691.31301753590242 5527.8995401805487 -33597.16714454782 -6527.41048843504 -7655.9046680682968 10447.993154176553 -31755.436172510166 -80769.033758008634 10160.342162749388 -7140.4528701102718 43688.932061052452 -49102.769866625473 -20169.12111286469 14941.77447421306 45018.208604994004 8503.2570713391196 11463.868185712483 1182.09426102883 67149.34530336257 -33248.506127662571 -4758.579334997662 -55024.658044737254
leaf_weight=2885679 947470 73934 202978 44624 963 2131 292 5206 8742 42508 1046 1270 40226 3074 2091 478 535 4289 734 288 537 7560 469 2346 5930 16132 171 914 15346 201
leaf_count=2885679 947470 73934 202978 44624 963 2131 292 5206 8742 42508 1046 1270 40226 3074 2091 478 535 4289 734 288 537 7560 469 2346 5930 16132 171 914 15346 201
internal_value=0 64.7808 891.951 -562.295 -1943.02 -544.683 -6100.14 -19172.4 -3367.7 2249.27 -2452.93 5857.9 -3967.33 -6595.46 -18757.5 -57541.5 -18789.9 2928.1 6441.57 -4360.74 10018.1 11853.9 20605.8 14586.9 2932.97 -1907.75 17976.6 -2603.88 -6360.04 -7891.42
internal_weight=0 3.37069e+06 485015 282037 202173 151285 50888 5976 75251 76034 71029 10948 60081 43501 4222 770 1581 16580 12291 44912 9367 8830 3549 2815 79864 33526 1134 32392 16260 40427
internal_count=4318164 3370694 485015 282037 202173 151285 50888 5976 75251 76034 71029 10948 60081 43501 4222 770 1581 16580 12291 44912 9367 8830 3549 2815 79864 33526 1134 32392 16260 40427
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 0 5 0 1 6 0 1 1 1 0 5 4 5 1 1 3 3 5 3 3 5 1 1 6 0
split_gain=7.22948e+12 2.39795e+14 3.41762e+14 4.02234e+14 1.36513e+14 1.30048e+14 1.48274e+14 1.203e+14 2.4847e+14 9.70915e+13 9.68561e+13 2.1845e+14 2.56097e+14 1.76039e+14 3.03625e+14 2.65902e+14 2.6542e+14 1.99594e+14 1.5718e+14 1.33626e+14 1.39079e+14 1.28125e+14 1.16581e+14 1.03315e+14 9.86977e+13 9.50377e+13 9.12612e+13 1.54505e+14 1.03348e+14 8.90897e+13
threshold=55.193434200000006 55.299834250000011 38.633372000000001 10.500000000000002 77.715000000000018 55.212972300000011 68.00500000000001 55.388132500000005 38.058342000000003 1.5000000000000002 55.120365700000008 82.902675200000019 60.837513500000007 61.42204370000001 55.173809400000003 74.010000000000005 1.5000000000000002 70.50500000000001 39.188277450000008 61.396377350000009 16.500000000000004 18.500000000000004 150.04500000000004 3.5000000000000004 24.500000000000004 85.020000000000024 78.608766650000021 50.388877400000005 1.5000000000000002 55.160271200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -5 9 -7 8 -3 -4 -1 12 18 14 16 21 -14 -15 24 20 -18 -16 -21 -13 29 -20 27 28 -10 -12
right_child=1 7 5 4 -6 6 -8 -9 26 -11 11 23 13 17 15 -17 19 -19 25 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.7884470660626697 2807.03534301425 22816.795352471985 -16671.025563974701 84903.785513091716 251633.66111111111 -14342.314953989495 -46187.362730895176 -92.728326234826852 53448.80310635225 580.31218669078919 6741.6449169824864 8772.2162927701265 4566.1086858674198 2586.8580638036346 8374.2004511883479 -24026.586861583386 44736.588557386778 -28865.682646150359 -24792.816959131986 18390.067807314739 13019.824783282491 -27099.959844331835 -100191.62473958335 -26222.461051891019 142588.37722981771 -131173.31294513083 7714.3498001316202 -26804.72874330885 -976.42246823848916 -22931.63430925642
leaf_weight=2138938 1490 6961 4706 542 54 13899 1634 2030321 362 10635 3649 1113 8193 21934 21010 3239 5403 2222 3574 6373 1858 1070 84 3486 48 86 11739 2499 9642 1400
leaf_count=2138938 1490 6961 4706 542 54 13899 1634 2030321 362 10635 3649 1113 8193 21934 21010 3239 5403 2222 3574 6373 1858 1070 84 3486 48 86 11739 2499 9642 1400
internal_value=0 -133.322 -8595.5 30579.4 100010 -11242.3 -17692.3 1.9728 6164 -4711.7 125.576 3441.29 4657.55 6637.44 10188.9 2730.08 18807.7 -306.317 -11482.3 27313.5 36620.7 6655.12 16847.4 -17753.4 -129.445 -27292.5 1382.21 -4563 992.983 -1486.24
internal_weight=0 2.09448e+06 32960 2086 596 30874 15533 2.06152e+06 31203 15341 2.22368e+06 84742 80143 71386 47230 25319 21911 24156 8757 13718 7261 22080 6457 4599 5097 3660 24242 12503 10004 5049
internal_count=4318164 2094484 32960 2086 596 30874 15533 2061524 31203 15341 2223680 84742 80143 71386 47230 25319 21911 24156 8757 13718 7261 22080 6457 4599 5097 3660 24242 12503 10004 5049
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 6 0 0 3 1 3 0 3 5 5 3 3 0 3 1 0 3 0 3 3 4 3 5 3 4
split_gain=6.72716e+12 1.04714e+14 1.30519e+14 8.64815e+13 8.64274e+13 7.15768e+13 1.69398e+14 3.59952e+14 2.02268e+14 1.94713e+14 1.92914e+14 1.6103e+14 1.83978e+14 1.38835e+14 1.26371e+14 1.21027e+14 1.08322e+14 8.26064e+13 8.2423e+13 1.14961e+14 2.50764e+14 2.55114e+14 1.69835e+14 1.19711e+14 1.15722e+14 7.69687e+13 1.05195e+14 9.70983e+13 7.64023e+13 6.91025e+13
threshold=49.073956850000009 49.201680550000006 57.945214300000011 29.985000000000003 55.518428350000008 1.5000000000000002 55.795550600000006 55.801980100000009 24.500000000000004 49.111504200000006 4.5000000000000009 55.820531900000013 10.500000000000002 55.990000000000002 100.05000000000001 16.500000000000004 24.500000000000004 55.745923000000012 18.500000000000004 49.111504200000006 55.777112100000004 7.5000000000000009 55.793358600000012 6.5000000000000009 8.5000000000000018 1.5000000000000002 19.500000000000004 44.205000000000005 7.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 14 10 11 13 -8 -9 -13 -10 18 -7 28 -17 19 24 -21 23 -23 -22 -6 27 -27 -20 -16 -24
right_child=1 -3 -4 4 5 15 7 8 9 -11 -12 12 -14 -15 16 17 -18 -19 25 20 21 22 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-111.2677104947946 -10575.429990698958 -11.037031602496732 63339.394055000681 -57048.510468408844 -38063.936698134465 4600.0558236073221 360855.17226562503 -16693.705070844251 103251.17126116072 -25561.635064853766 72627.539714476516 -21376.289395735188 58656.146217136615 412867.48083333333 158004.96125000002 -6418.9762025695309 -62102.488237847225 23062.43839386382 -5816.3558754292653 -3910.2068946310046 98638.060831404335 -17642.842522305826 45942.080135838085 288785.2578125 756.16364449087712 -27881.544353834412 -2947.5428176509699 36413.953579736764 42782.741013415216 121947.28576888489
leaf_weight=2406059 4140 1835629 366 229 1038 38971 24 2022 28 39 716 455 779 30 65 1121 90 6246 4807 2787 81 447 858 56 2951 3866 3009 614 502 139
leaf_count=2406059 4140 1835629 366 229 1038 38971 24 2022 28 39 716 455 779 30 65 1121 90 6246 4807 2787 81 447 858 56 2951 3866 3009 614 502 139
internal_value=0 140.011 3765.58 3479.1 4287.57 4483.36 217.283 18850.3 4918.7 147218 81975.5 679.439 29146.6 263398 -3361.55 6822.07 39814.4 18576.4 -4735.03 2927.8 14136.1 45948.3 33575.2 176362 -9345.43 -9943.09 -16968.6 -1033.21 55991.6 56538.6
internal_weight=0 1.9121e+06 76476 76110 71970 71741 25403 4093 3353 97 740 3256 1234 58 21310 46338 657 7367 20653 8357 4368 1581 1444 137 3989 12296 6875 5421 567 997
internal_count=4318164 1912105 76476 76110 71970 71741 25403 4093 3353 97 740 3256 1234 58 21310 46338 657 7367 20653 8357 4368 1581 1444 137 3989 12296 6875 5421 567 997
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=0 4 2 5 1 3 3 0 0 5 5 1 4 2 2 2 1 2 5 0 3 1 3 1 5 3 1 0 5 5
split_gain=6.62388e+12 2.70731e+13 3.95582e+13 8.87337e+13 7.27478e+13 4.95883e+13 7.14779e+13 5.00424e+13 5.43115e+13 4.53045e+13 3.94169e+13 1.01121e+14 3.85021e+13 3.89944e+13 8.43974e+13 3.62176e+13 4.68905e+13 9.30769e+13 9.46584e+13 3.503e+13 4.32054e+13 6.03657e+13 3.32258e+13 3.22625e+13 3.19016e+13 3.12107e+13 3.07996e+13 4.02769e+13 4.15224e+13 4.87006e+13
threshold=45.087005000000012 3.5000000000000004 13.500000000000002 116.06000000000002 38.92948375000001 16.500000000000004 22.500000000000004 45.040161900000008 44.982728700000003 120.05000000000001 132.05000000000004 38.969379750000009 4.5000000000000009 8.5000000000000018 4.5000000000000009 12.500000000000002 37.314272700000011 16.500000000000004 59.810000000000009 45.013473000000012 21.500000000000004 38.959914000000005 17.500000000000004 38.950530550000003 87.395000000000024 13.500000000000002 38.92948375000001 44.678200800000006 69.015000000000015 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 5 -4 -5 24 7 8 22 -6 11 -11 13 14 -9 -1 17 -17 -19 -10 -21 -22 -7 -8 25 -3 27 28 -18 -30
right_child=-2 2 3 4 9 6 23 12 19 10 -12 -13 -14 -15 -16 16 26 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-95.857812452879415 -45.940907847809399 11499.551166288615 74558.063083944522 -94435.423182922837 -125729.00002297794 11932.672547104781 -100813.22926829269 79056.437431066181 -115227.29334375 -40670.672601744183 -16195.362453101508 192050.88503787879 -25058.302939453126 71778.619392782188 318395.72331730771 15351.591271179994 -7550.701134597959 23783.104086538464 288761.73467668809 71840.07103576661 23702.291088271726 -188208.565703125 136435.13207165949 5843.6573072350548 503.52376159517945 -56679.984495634191 3241.6102715547941 -559.55545248087435 -58543.511411175772 83439.475721153853
leaf_weight=447895 3795889 5323 98 131 34 34 41 34 25 43 582 33 20 67 26 231 763 26 28 64 41 20 58 92 7323 68 51495 7313 341 26
leaf_count=447895 3795889 5323 98 131 34 34 41 34 25 43 582 33 20 67 26 231 763 26 28 64 41 20 58 92 7323 68 51495 7313 341 26
internal_value=0 333.898 4647.26 -15392 -26102.9 6041.65 36249.3 57886.5 29932.5 -13167.1 -7350.85 60379.5 103906 124216 182770 213.721 2516.14 42982.1 161179 -7168.63 14443.1 -45776.7 90423.4 -27035.5 4801.41 10639.6 2323.73 -3274.56 -20845.2 -48484.8
internal_weight=0 522275 14157 921 823 13236 522 389 242 692 658 76 147 127 60 508118 60223 285 54 150 125 61 92 133 12714 5391 59938 8443 1130 367
internal_count=4318164 522275 14157 921 823 13236 522 389 242 692 658 76 147 127 60 508118 60223 285 54 150 125 61 92 133 12714 5391 59938 8443 1130 367
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=4 5 1 1 5 3 2 5 0 5 1 0 1 5 0 1 5 0 5 5 3 2 5 3 6 1 5 2 0 0
split_gain=6.65736e+12 3.51513e+13 2.45014e+13 8.65525e+13 6.49791e+13 5.2198e+13 3.93921e+13 4.25203e+13 5.36817e+13 3.97716e+13 3.81863e+13 4.80266e+13 4.54782e+13 5.10746e+13 3.72374e+13 7.34922e+13 3.32447e+13 4.86792e+13 6.82434e+13 5.4778e+13 5.09175e+13 5.31248e+13 3.92501e+13 6.57353e+13 3.1117e+13 3.35847e+13 3.02459e+13 3.00073e+13 2.90064e+13 5.03353e+13
threshold=-1.0000000180025095e-35 13.050000000000002 37.582182450000005 37.642309100000013 27.010000000000002 5.5000000000000009 2.5000000000000004 72.010000000000005 59.932719750000011 66.50500000000001 30.243224600000001 59.834458500000004 30.278357500000002 49.010000000000012 59.863160500000006 37.275078000000001 45.985000000000007 55.74310830000001 36.005000000000003 41.005000000000003 6.5000000000000009 2.5000000000000004 68.00500000000001 18.500000000000004 1.5000000000000002 30.243224600000001 38.455000000000005 13.500000000000002 55.777112100000004 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 28 7 9 14 24 11 -8 13 -12 15 -9 17 -6 20 26 21 -19 23 -18 -3 -26 -20 -14 29 -4
right_child=-2 2 3 -5 16 -7 10 8 -10 -11 12 -13 27 -15 -16 -17 22 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9740.6462003101387 -30.404269728594983 5450.7609216333276 5425.9624639601934 777.55034322578422 5962.5989400111612 4362.4259262537571 20922.213248673106 55275.991109212249 30569.071066962348 128238.14758522727 23354.957546664751 -12328.910149664325 3058.6396247575594 -85003.652083333349 -223956.30326086958 -189710.98407031252 -161672.90246975806 242537.57277644231 142201.41395474138 35928.281944444447 35455.768053775631 28691.521726190476 76873.942968750009 70862.184140625002 21126.422499655091 -9999.7297738776524 293964.68359375 -5192.7699556394327 2416.2997843640915 74127.93992200878
leaf_weight=3302 4073891 1855 168 197458 175 3169 492 24 36 22 1304 3709 16348 45 23 25 31 26 29 27 317 21 28 20 361 8720 24 6034 188 292
leaf_count=3302 4073891 1855 168 197458 175 3169 492 24 36 22 1304 3709 16348 45 23 25 31 26 29 27 317 21 28 20 361 8720 24 6034 188 292
internal_value=0 507.071 647.494 1090.58 14780.5 9650.44 -1647.27 -6696.66 -69135.7 -6081.27 353.178 -8434.71 1908.86 19740.3 -118988 -69717.4 42834.3 50630.8 68236.6 151863 49857.1 146989 -18255 -70482.7 -6351.49 -8762.36 210924 834.129 35511.1 49036.8
internal_weight=0 244273 240971 201973 4515 3817 38998 11066 108 10958 27932 4201 23731 1349 72 49 698 619 444 80 364 47 79 51 10936 9081 53 22382 648 460
internal_count=4318164 244273 240971 201973 4515 3817 38998 11066 108 10958 27932 4201 23731 1349 72 49 698 619 444 80 364 47 79 51 10936 9081 53 22382 648 460
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=3 2 5 3 1 1 1 0 2 5 5 5 5 5 5 5 1 5 3 1 1 4 5 0 0 1 0 4 5 1
split_gain=6.68137e+12 4.31684e+13 5.50625e+13 5.38647e+13 4.9939e+13 5.32316e+13 8.02835e+13 4.78376e+13 6.64184e+13 6.8292e+13 6.57534e+13 4.56972e+13 6.4864e+13 9.57381e+13 6.96164e+13 4.54399e+13 4.23496e+13 4.64523e+13 5.9073e+13 5.26565e+13 4.21961e+13 9.04893e+13 4.56183e+13 6.38422e+13 6.33699e+13 6.29133e+13 5.77563e+13 1.36134e+14 8.2281e+13 1.16438e+14
threshold=3.5000000000000004 1.5000000000000002 177.02500000000003 2.5000000000000004 30.102666750000001 30.305955500000003 30.278357500000002 60.035045000000004 2.5000000000000004 54.035000000000004 114.05000000000001 142.05000000000004 112.04500000000002 79.010000000000005 116.06000000000002 95.020000000000024 83.093115700000013 50.410000000000004 2.5000000000000004 83.140147550000009 30.332994000000003 3.5000000000000004 74.010000000000005 55.820531900000013 55.826364100000013 34.359746700000009 55.734663800000007 2.5000000000000004 81.910000000000011 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 11 6 15 8 9 -8 -10 12 13 -3 -14 -6 -1 -18 -19 -20 21 -7 -22 25 -25 -24 -27 -28 -29 -30
right_child=-2 4 3 -5 5 20 7 -9 10 -11 -12 -13 14 -15 -16 -17 17 18 19 -21 22 -23 23 24 -26 26 27 28 29 -31
leaf_value=2521.3329191330008 -30.448341954986439 -9340.5341451251279 9750.1024132562288 80675.862273076229 11099.05565259461 -47646.359453190991 -18515.580649038464 -33969.818734975961 63608.71564611487 160519.68606991527 -140749.46281250002 -112778.54571940105 185488.76022727275 -78650.028792333396 -4004.9250394780584 -96848.955543154763 1378.8204447628805 -5687.5975360796147 -67425.726458044897 -18033.73099231692 110.18140939993413 116372.60119826859 102696.5925309806 -171604.5928936298 -15020.762616887157 -3794.0487190665735 213893.11906866776 -26503.616236919439 192703.36673608667 18510.503343623994
leaf_weight=95649 4074053 1633 281 173 545 370 26 39 74 118 20 48 33 227 47 42 5837 3084 316 681 121926 37 58 26 4357 8002 38 218 51 155
leaf_count=95649 4074053 1633 281 173 545 370 26 39 74 118 20 48 33 227 47 42 5837 3084 316 681 121926 37 58 26 4357 8002 38 218 51 155
internal_value=0 508.163 2025.82 36776.9 -657.047 -427.213 24315.4 68690.1 85512.5 128194 20128.3 -16391.9 -14007.1 -17799.3 74161.2 3375.35 1876.37 -4343.61 -12528.3 -33688.6 -585.287 -32735.5 -488.238 -6142.09 -15949.6 -1097.91 -1809.17 32569.6 16318.9 61635.9
internal_weight=0 244111 106021 454 138090 136102 864 277 238 144 94 1988 1940 1860 80 587 105567 9918 4081 997 135238 407 134831 12905 4383 8522 8464 462 424 206
internal_count=4318164 244111 106021 454 138090 136102 864 277 238 144 94 1988 1940 1860 80 587 105567 9918 4081 997 135238 407 134831 12905 4383 8522 8464 462 424 206
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 1 1 1 5 1 6 1 2 5 5 0 1 1 3 3 3 0 3 3 5 6 5 1 5 5
split_gain=6.54565e+12 1.34523e+14 1.56378e+14 1.63007e+14 1.17882e+14 1.96682e+14 3.10289e+14 2.64499e+14 1.91769e+14 1.31987e+14 1.10518e+14 1.25481e+14 1.09652e+14 9.92322e+13 9.37191e+13 7.96106e+13 1.56785e+14 1.87932e+14 2.73533e+14 2.52541e+14 2.2423e+14 2.08692e+14 1.53134e+14 1.41199e+14 1.38809e+14 1.22674e+14 1.03926e+14 1.03925e+14 1.41783e+14 1.01474e+14
threshold=57.60800230000001 57.641335050000002 39.899261850000009 64.805000000000021 57.178027650000011 65.610478850000007 40.247294600000011 60.837513500000007 74.010000000000005 38.233559750000005 1.5000000000000002 39.863684800000009 13.500000000000002 107.05000000000001 116.06000000000002 57.131524800000008 65.610478850000007 65.551978750000004 9.5000000000000018 19.500000000000004 16.500000000000004 57.157092150000004 23.500000000000004 15.500000000000002 161.85000000000002 1.5000000000000002 81.910000000000011 65.565203050000022 107.05000000000001 60.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 15 6 8 -8 -6 -10 11 -5 13 -4 -9 -1 17 22 -19 20 23 -21 24 -20 -17 -24 -18 -25 -29 -22
right_child=1 -3 12 10 5 -7 7 14 9 -11 -12 -13 -14 -15 -16 16 26 18 19 21 29 -23 25 27 -26 -27 -28 28 -30 -31
leaf_value=-38.747808403900045 7913.8179394935405 50.230092297260555 -2149.7293358450092 64762.936568153782 2527.7062213899117 16038.218943525419 -37623.069953548438 -8343.1233022606993 -177570.25807783019 -18740.340776405505 46474.881533133652 -12411.08352800124 -157332.38763834638 -76423.657445250166 -109202.60332661291 -1435.927658711048 -6588.4888199184152 477.11781722040172 31961.569104946331 32193.740819366503 43515.122972484533 -40544.527595314343 1011.7110947646105 -25850.291905166268 67477.691806772593 99618.339041115745 -57126.735281646943 35866.971898493743 -126559.19049030173 86999.566645171901
leaf_weight=3643161 8946 561896 4164 285 24293 4060 4931 9833 53 4078 2249 808 48 188 93 23292 6749 8031 4068 671 1575 957 231 893 296 278 433 732 58 814
leaf_count=3643161 8946 561896 4164 285 24293 4060 4931 9833 53 4078 2249 808 48 188 93 23292 6749 8031 4068 671 1575 957 231 893 296 278 433 732 58 814
internal_value=0 313.008 9160.91 14953.5 -48.4283 -5006.8 -6980.94 -18692.4 -859.442 -20778.1 33797.5 7712.06 -7016.15 -5358.25 -9288.11 15.1467 4015.85 6356.01 14148.9 25389.5 32580.3 -10564.6 599.883 21883.1 -571.148 54867.6 -9635.42 -2477.79 23942 58331.5
internal_weight=0 578584 16688 12288 3.73958e+06 47341 43281 14857 28424 4131 3342 1093 4400 4352 9926 3.69224e+06 49078 41896 17799 9768 8140 1628 24097 5751 23588 509 7182 1683 790 2389
internal_count=4318164 578584 16688 12288 3739580 47341 43281 14857 28424 4131 3342 1093 4400 4352 9926 3692239 49078 41896 17799 9768 8140 1628 24097 5751 23588 509 7182 1683 790 2389
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=5 1 1 0 5 5 1 1 0 1 2 3 2 2 1 5 2 1 3 2 1 2 1 4 5 2 3 5 3 0
split_gain=6.49458e+12 4.05408e+13 5.77336e+13 7.18087e+13 8.19117e+13 6.98478e+13 4.93674e+13 1.05085e+14 1.23835e+14 1.09221e+14 1.01774e+14 9.11685e+13 8.07572e+13 6.85061e+13 1.03324e+14 6.1881e+13 5.81066e+13 8.74759e+13 6.14762e+13 2.05402e+14 1.6336e+14 1.87714e+14 7.24026e+13 6.45949e+13 6.33034e+13 5.99167e+13 5.48733e+13 1.0851e+14 5.97308e+13 5.42626e+13
threshold=112.04500000000002 39.899261850000009 40.247294600000011 47.297889100000013 118.33500000000002 177.02500000000003 39.704585000000002 39.262370300000008 47.249522000000006 39.188277450000008 17.500000000000004 22.500000000000004 3.5000000000000004 11.500000000000002 39.753614400000011 118.33500000000002 7.5000000000000009 38.969379750000009 15.500000000000002 6.5000000000000009 38.984911950000004 6.5000000000000009 39.110397700000007 3.5000000000000004 125.85000000000001 2.5000000000000004 12.500000000000002 150.04500000000004 8.5000000000000018 45.067452850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 7 9 11 16 12 15 -11 -8 -15 -9 17 25 19 22 23 24 29 -20 -22 -2 28 -28 -14 -19
right_child=1 2 -4 -5 5 -7 13 8 -10 10 -12 -13 26 14 -16 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=15.654740817946681 9649.0902435222069 -90934.645200263127 -2512.5442100640175 -57601.983998702504 51715.947331305309 -84711.105694444443 20664.460262938916 -68302.660553440131 -104017.66950547272 -3524.0703985305063 -150204.67976190476 -185763.1207435345 88862.681416223408 -43103.938675997691 82614.867365506332 12636.82119652361 7302.773461445091 17066.731730592168 -157037.28841325431 -132091.05481273856 -6468.0860927297108 117455.94127604167 -79209.551607369096 30617.41292433966 -105000.58756305365 -4263.2972908902148 -14584.299865722656 208657.09166666667 248290.89168882981 -27051.211290778425
leaf_weight=4248930 4540 72 38918 426 226 45 2489 119 197 84 21 29 47 379 79 458 9094 997 145 131 134 84 111 21 127 9730 64 33 47 387
leaf_count=4248930 4540 72 38918 426 226 45 2489 119 197 84 21 29 47 379 79 458 9094 997 145 131 134 84 111 21 127 9730 64 33 47 387
internal_value=0 -960.74 -3048.68 -30182 3873.21 29062 1843.75 483.204 -35141.9 1592.13 61987.1 -12751.6 78190.9 14124.2 -21418.8 -4056.07 891.102 -2662.73 -21531.3 -12023 -51786.6 -12566.7 -1502.04 -133298 -54413 162.928 114128 61363.8 168577 4730.28
internal_weight=0 69234 39687 769 343 271 29547 26600 803 25797 296 606 275 2947 458 577 25501 16407 2137 1626 511 345 1495 166 261 14270 191 97 94 1384
internal_count=4318164 69234 39687 769 343 271 29547 26600 803 25797 296 606 275 2947 458 577 25501 16407 2137 1626 511 345 1495 166 261 14270 191 97 94 1384
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 0 1 0 5 0 5 1 0 1 1 0 0 3 0 1 3 1 2 5 3 1 0 6 3 1
split_gain=6.50059e+12 4.05998e+13 9.44036e+13 1.04794e+14 1.59599e+14 9.0209e+13 3.3039e+14 1.71205e+14 1.58448e+14 1.58223e+14 1.43314e+14 1.42555e+14 1.48291e+14 1.56706e+14 1.30485e+14 1.12655e+14 1.10809e+14 1.06805e+14 1.17199e+14 1.10612e+14 1.04973e+14 8.71758e+13 8.59067e+13 8.58374e+13 8.41656e+13 1.10315e+14 9.21449e+13 1.46723e+14 9.77059e+13 9.29092e+13
threshold=10.500000000000002 37.944765900000007 11.500000000000002 60.628582700000003 60.55755580000001 55.173809400000003 38.781124500000011 55.120365700000008 41.995000000000012 55.183525900000006 70.50500000000001 61.284352600000013 55.160271200000004 61.365473900000005 61.310823700000007 55.110554300000004 44.732363600000006 16.500000000000004 56.802385350000009 39.826386800000009 18.500000000000004 61.880021000000006 5.5000000000000009 69.610000000000014 13.500000000000002 60.58031445000001 55.701368300000006 1.5000000000000002 14.500000000000002 50.888703650000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 10 15 -7 -10 16 -9 13 14 -13 -8 -4 24 -19 -20 -14 -5 -6 -18 -11 26 27 -26 -28 -29
right_child=1 2 5 21 22 8 7 11 9 17 -12 12 20 -15 -16 -17 23 18 19 -21 -22 -23 -24 -25 25 -27 28 29 -30 -31
leaf_value=95.525190214280826 424.69754840846082 -3359.5831625028363 -23634.274259676105 -30090.924649107958 14294.386848958335 1327.7927508495459 98.891309076171424 45649.610804802629 -31405.00976340771 -288.02368699538118 73650.30592597631 -10250.127972170729 10251.781821967617 12037.312694981041 89632.430485951932 -13657.876280476186 42591.845441211713 -3492.2430490129755 -24400.522750532702 3643.2132027000989 -28960.814602422644 -8948.6421714335829 94389.477512637866 -96894.970737092401 37488.732599687821 -3338.14436319893 -20592.704425064665 -2710.655488306651 -8917.0483782847859 -74862.086166870125
leaf_weight=2688514 690245 12363 414 2691 282 111750 566286 1213 1984 22221 761 177 1320 4569 501 6016 1078 80361 1451 45828 1414 7085 255 46 971 34381 10793 1658 21336 200
leaf_count=2688514 690245 12363 414 2691 282 111750 566286 1213 1984 22221 761 177 1320 4569 501 6016 1078 80361 1451 45828 1414 7085 255 46 971 34381 10793 1658 21336 200
internal_value=0 -157.593 -585.441 -6959.34 -1041.41 -427.778 321.346 171.763 -1741.35 -3292 38155.8 13709.5 8855.01 18694.5 63556.9 -45.7189 20593.1 -3037.54 -1168 2782.55 -10028.6 -14768.4 52328.4 36883.3 -5643.79 -7360.14 -11315.8 5986.17 -12839.2 -10477.2
internal_weight=0 1.62965e+06 939405 22676 12900 916729 583795 581496 332934 221184 2299 9194 7981 5247 678 572302 1538 219200 127640 47279 2734 9776 537 1124 91560 69339 34958 2829 32129 1858
internal_count=4318164 1629650 939405 22676 12900 916729 583795 581496 332934 221184 2299 9194 7981 5247 678 572302 1538 219200 127640 47279 2734 9776 537 1124 91560 69339 34958 2829 32129 1858
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 1 0 3 0 0 3 1 5 0 1 0 3 1 0 1 3 0 5 2 6 2 0 2 0
split_gain=7.78005e+12 4.84301e+13 1.64268e+14 8.49248e+13 6.02885e+13 5.84679e+13 5.78435e+13 2.0139e+14 8.63933e+13 8.06099e+13 1.97499e+14 5.13773e+13 4.45631e+13 7.86239e+13 7.55312e+13 1.20949e+14 4.46154e+14 3.09797e+14 2.21859e+14 2.24738e+14 2.97134e+14 1.72006e+14 1.34865e+14 1.13119e+14 1.07419e+14 9.80812e+13 1.30841e+14 8.89912e+13 7.86852e+13 7.18677e+13
threshold=43.574807850000006 42.09605220000001 44.226894250000008 43.465905150000005 41.810000000000009 45.254062050000009 43.048525950000005 55.388132500000005 7.5000000000000009 55.043101600000007 54.920670650000005 8.5000000000000018 44.660994650000006 38.010000000000012 56.301440000000007 43.94115175000001 56.338501050000012 11.500000000000002 44.005491150000005 56.320495600000008 44.083877800000003 8.5000000000000018 56.320495600000008 92.035000000000011 8.5000000000000018 1.5000000000000002 3.5000000000000004 56.320495600000008 7.5000000000000009 56.281985950000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -4 -6 7 8 -7 10 -8 -3 13 -2 29 27 18 -18 22 -20 21 25 -17 -24 -23 26 -21 -16 -25 -15
right_child=12 2 4 -5 5 6 9 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 19 20 -22 24 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-74.8427292113047 -2732.435853017947 -20184.383393187163 -3311.5618286062308 2885.1576364271923 -63285.235133862763 -200.80410008534528 -26679.772383449392 -75801.487297611238 -31713.899229894567 -10994.155449626258 161261.86564162234 -98433.456451822931 34.678955524440667 3331.0082571825219 -18184.539869862008 24779.492244331239 -55822.235282041416 26285.499076080323 25960.690014683991 114266.54486607143 -72686.690227571089 24648.090892321656 -11513.776145055657 71036.367930687804 108267.89343453213 112174.27045814251 335669.80000000005 5017.41120206712 -53154.155040322585 -6743.4853525284916
leaf_weight=2109152 24242 279 4978 19564 265 1879 138 640 1620 4448 94 120 2076529 41609 2013 3446 1345 698 3090 56 122 396 2604 288 251 406 51 9246 62 8533
leaf_count=2109152 24242 279 4978 19564 265 1879 138 640 1620 4448 94 120 2076529 41609 2013 3446 1345 698 3090 56 122 396 2604 288 251 406 51 9246 62 8533
internal_value=0 -135.22 -3877.91 1953.7 -12156.7 -17003.8 -15613.1 -24224.9 -14791 -7996.84 49469 -43717.9 133.242 2211.99 3827.05 8431.11 15074.9 -27769.8 23200.8 40564.4 75763.6 91376.5 11339.2 -4339.52 57087.9 134622 219795 869.127 49036.9 1616.56
internal_weight=0 2.14318e+06 34025 19963 14062 9084 8819 4139 3499 4680 232 399 2.17499e+06 98458 74216 24074 12815 2043 10772 4372 1282 1160 6400 2954 647 513 107 11259 350 50142
internal_count=4318164 2143177 34025 19963 14062 9084 8819 4139 3499 4680 232 399 2174987 98458 74216 24074 12815 2043 10772 4372 1282 1160 6400 2954 647 513 107 11259 350 50142
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=1 1 0 5 1 1 0 3 3 0 0 0 0 6 1 5 1 5 0 0 0 3 6 5 3 3 0 3 5 5
split_gain=7.04352e+12 9.09771e+13 2.34866e+14 1.11755e+14 8.29721e+13 1.67004e+14 1.14145e+14 1.01699e+14 1.0742e+14 1.98424e+14 1.58357e+14 9.84196e+13 1.01766e+14 1.10168e+14 9.98267e+13 8.91166e+13 8.55837e+13 1.21154e+14 1.11405e+14 1.07332e+14 2.26941e+14 1.14415e+14 7.97401e+13 7.37908e+13 7.37383e+13 1.05316e+14 7.35794e+13 7.22419e+13 7.21185e+13 6.88882e+13
threshold=49.073956850000009 49.236330900000006 55.860536450000005 51.015000000000008 49.964253350000007 50.227799100000006 56.338501050000012 11.500000000000002 9.5000000000000018 55.784980300000008 55.795550600000006 53.204054050000003 53.310923100000004 1.5000000000000002 50.158868250000005 72.010000000000005 52.307266200000008 87.00500000000001 61.785186750000001 60.693675950000006 55.695992150000002 5.5000000000000009 1.5000000000000002 25.005000000000006 15.500000000000002 13.500000000000002 55.518428350000008 4.5000000000000009 65.50500000000001 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 -4 7 6 11 8 9 -3 -10 24 13 -13 -15 -9 17 18 19 20 -7 -22 -21 -2 25 29 -25 28 -16 -6
right_child=1 4 3 -5 5 16 -8 15 10 -11 -12 12 -14 14 27 -17 -18 -19 -20 22 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-113.85390027730985 -15277.537344224213 -14939.117818814622 13403.903769031433 44005.276059125667 2859.650893390939 -1821.6611471564215 -52991.828892176927 -9868.0150425664615 17998.293573540297 6238.57113262451 -20735.164105983597 -1813.0703845046819 -8285.6571280818316 42581.686408875779 31049.596265182121 -37296.865022652222 61.739810015550567 -28905.20105576059 -30597.173646039617 -19886.373965910338 -16766.116511733664 -53135.657333980016 8396.5021645312336 -52297.801197783803 -6714.0536939811254 68492.394280287801 2582.5167974409565 14455.865766663597 115420.38627965856 27118.852418456663
leaf_weight=2406059 2421 10202 3672 1768 10527 29205 314 6372 4826 7812 1351 2688 1908 1762 406 1455 1703034 1902 1436 1097 3822 1118 10919 245 5834 272 85474 8811 135 1317
leaf_count=2406059 2421 10202 3672 1768 10527 29205 314 6372 4826 7812 1351 2688 1908 1762 406 1455 1703034 1902 1436 1097 3822 1118 10919 245 5834 272 85474 8811 135 1317
internal_value=0 143.266 3184 23349.3 -13.2082 77.2195 7021.39 -5058.8 -1853.03 -5755.14 9526.72 7581.23 13361.2 16353.7 20747.5 -14966.9 -57.3978 -4156.38 -3167.4 -2314.1 -5174.62 -24997.1 5814.42 1939.39 2522.52 6970.04 2425.66 16633.7 52103.3 5557.17
internal_weight=0 1.9121e+06 93580 5440 1.81852e+06 1.78651e+06 33974 32018 24191 18014 6177 33660 15710 13802 11114 7827 1.75253e+06 49499 47597 46161 34145 4940 12016 88140 17950 12116 85719 9352 541 11844
internal_count=4318164 1912105 93580 5440 1818525 1786507 33974 32018 24191 18014 6177 33660 15710 13802 11114 7827 1752533 49499 47597 46161 34145 4940 12016 88140 17950 12116 85719 9352 541 11844
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=3 0 1 1 0 1 0 6 5 0 5 1 1 0 1 0 5 0 0 5 5 3 0 1 1 4 0 0 5 5
split_gain=6.31297e+12 4.02739e+13 3.69443e+13 8.40695e+13 5.99003e+13 4.20035e+13 8.6084e+13 9.0296e+13 7.48394e+13 6.67176e+13 4.39702e+13 4.36448e+13 4.32264e+13 1.39052e+14 6.70788e+13 1.0109e+14 7.89624e+13 1.05585e+14 7.01649e+13 4.569e+13 4.50229e+13 8.23394e+13 5.71436e+13 4.54741e+13 4.27425e+13 4.1773e+13 4.1609e+13 1.646e+14 5.49187e+13 4.14274e+13
threshold=3.5000000000000004 61.785186750000001 43.868031300000006 49.073956850000009 56.758269450000007 50.388877400000005 56.121679000000007 1.5000000000000002 128.92000000000004 55.784980300000008 83.010000000000005 54.845880150000006 61.365473900000005 57.057093650000006 60.08989780000001 54.648549400000007 107.05000000000001 56.028355650000009 54.940316550000006 74.610000000000014 49.010000000000012 2.5000000000000004 57.157092150000004 65.610478850000007 65.659480050000013 1.5000000000000002 55.834684950000003 54.484631300000011 50.005000000000003 46.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 26 6 7 10 9 25 -5 -7 13 14 15 -13 18 -18 -16 -15 -14 -22 -23 -24 -25 -9 27 -4 -29 -20
right_child=-2 -3 3 5 -6 11 -8 8 -10 -11 -12 12 20 19 16 -17 17 -19 29 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=1837.567950681788 -29.596991869437307 -9451.3617714612101 -2059.7561177831913 -12465.95096996909 -40329.727636673117 -6709.9843652608461 -41676.61740836504 -2690.9285729362273 104037.19629141566 18819.996963817215 88340.254225852274 13551.834815408209 1140.6226127768794 -7335.9698124972119 -32347.113173657795 -8699.351590909564 143282.5036805977 -26348.18234649123 7854.3320697390081 -38564.715910168503 670.91981467270796 -14559.848570797165 -12415.05650663969 97371.099332386366 13534.87612663718 10814.166419489491 -1208.5034761512015 -23916.70727802566 -58106.576317806117 20769.791944247136
leaf_weight=126275 4074053 4005 5187 2607 535 9932 386 4686 83 4462 44 3653 28158 4903 344 4629 103 57 5601 518 10666 7916 209 110 136 4480 7819 1450 695 4462
leaf_count=126275 4074053 4005 5187 2607 535 9932 386 4686 83 4462 44 3653 28158 4903 344 4629 103 57 5601 518 10666 7916 209 110 136 4480 7819 1450 695 4462
internal_value=0 493.954 659.844 -646.629 -7444.41 439.823 5000.52 6101.69 9368.22 8791.65 -10792.8 -498.572 364.672 3794.25 7853.54 1115.14 13134.8 82851.6 12063 -10320 -1398.99 -5155.38 -12579 21883.1 51022.6 3909.86 -6283.19 -11694.9 -34994.5 13581.1
internal_weight=0 244111 240106 113831 15686 98145 16748 16362 13711 13628 2651 81397 71465 24270 18849 8282 10567 160 10407 5421 47195 19037 8371 455 246 9166 15151 7332 2145 10063
internal_count=4318164 244111 240106 113831 15686 98145 16748 16362 13711 13628 2651 81397 71465 24270 18849 8282 10567 160 10407 5421 47195 19037 8371 455 246 9166 15151 7332 2145 10063
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=5 4 1 1 5 3 1 2 2 5 3 2 0 0 5 5 0 0 1 1 2 2 0 1 2 1 2 2 5 5
split_gain=6.55416e+12 3.79668e+13 4.59689e+13 5.74058e+13 4.13457e+13 9.27279e+13 6.16344e+13 4.54953e+13 9.55691e+13 9.68162e+13 5.88786e+13 4.77511e+13 4.49007e+13 4.30678e+13 4.96345e+13 3.99582e+13 3.89961e+13 5.84568e+13 3.78644e+13 1.27603e+14 1.25023e+14 1.98298e+14 1.29357e+14 1.24336e+14 9.78258e+13 8.07473e+13 1.16579e+14 7.51946e+13 7.1136e+13 5.76212e+13
threshold=112.04500000000002 3.5000000000000004 30.278357500000002 37.889331900000009 118.33500000000002 4.5000000000000009 30.226173900000003 10.500000000000002 5.5000000000000009 120.05000000000001 11.500000000000002 9.5000000000000018 60.035045000000004 59.982527000000012 161.85000000000002 120.05000000000001 58.242297500000006 54.725565150000001 39.262370300000008 39.041623000000008 20.500000000000004 21.500000000000004 45.029420750000007 39.666208800000007 17.500000000000004 39.007683500000006 18.500000000000004 2.5000000000000004 116.06000000000002 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 4 -4 5 -3 -7 8 15 -10 16 -12 -8 14 -9 -6 17 -11 19 25 24 -22 -23 -20 27 -2 -27 -21 -29 -30
right_child=1 2 3 -5 7 6 12 13 9 10 11 -13 -14 -15 -16 -17 -18 -19 23 20 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=15.726382703913277 123.65771984806439 86425.287745098045 11056.206055147326 269.18266266896956 -113366.00937500001 -86030.484131433826 -27905.881699555495 -133108.2204872533 240725.40644531252 43099.514380450586 45610.599731713599 183053.46627232144 127914.98607954546 35287.283651194855 40576.42842261905 -11259.310896347914 51761.258601888025 -110205.86239075742 -82209.857821756523 -46924.966999731172 345567.71472537884 -88949.44730009191 201300.09799107144 -5073.4720787651349 -84291.301221372007 -24913.889696588802 -189572.72978723407 -19145.09421875 82056.388235457824 -55616.213796164775
leaf_weight=4248930 12885 51 6139 25123 40 255 116 76 24 43 91 35 22 34 21 916 69 59 211 89 33 34 28 21686 73 505 47 110 386 33
leaf_count=4248930 12885 51 6139 25123 40 255 116 76 24 43 91 35 22 34 21 916 69 59 211 89 33 34 28 21686 73 505 47 110 386 33
internal_value=0 -965.137 1480.6 2387.46 -13827.2 -40434.8 -56897.5 -5436.8 320.545 47531.2 31919.5 83789.2 -3064.87 -61559.9 -95506.4 -15531.6 -6300.23 -45577.1 -3207.34 810 39973 147535 42131 -5816.76 25185.1 -1480.84 -38933.8 38116.7 52424.3 71213.4
internal_weight=0 69234 33114 31262 1852 444 393 1408 1277 321 297 126 138 131 97 956 171 102 36120 14223 786 95 62 21897 691 13437 552 618 529 419
internal_count=4318164 69234 33114 31262 1852 444 393 1408 1277 321 297 126 138 131 97 956 171 102 36120 14223 786 95 62 21897 691 13437 552 618 529 419
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 2 3 5 3 4 2 2 1 3 2 1 1 1 2 3 3 0 0 5 0 1 2 1 5 2
split_gain=6.82686e+12 1.43343e+13 5.09483e+13 9.49663e+13 1.45851e+14 1.19356e+14 2.53752e+14 5.32304e+13 4.93586e+13 5.54471e+13 6.18235e+13 6.22567e+13 5.49499e+13 4.74611e+13 7.11762e+13 1.44602e+14 7.08759e+13 5.72205e+13 7.4269e+13 5.48707e+13 4.65801e+13 4.60228e+13 7.02818e+13 4.41965e+13 4.0737e+13 3.72814e+13 7.64011e+13 6.48319e+13 3.88177e+13 3.62862e+13
threshold=225.45000000000002 142.05000000000004 38.969379750000009 38.950530550000003 45.029420750000007 3.5000000000000004 10.500000000000002 177.02500000000003 6.5000000000000009 2.5000000000000004 5.5000000000000009 1.5000000000000002 30.362552800000003 19.500000000000004 21.500000000000004 82.926290250000008 82.902675200000019 60.695889550000011 23.500000000000004 32.500000000000007 19.500000000000004 58.049540950000008 58.000519000000004 161.85000000000002 60.693675950000006 47.554129950000011 14.500000000000002 60.58031445000001 150.04500000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 20 6 -6 -7 9 12 11 -11 -3 21 15 16 19 18 -16 25 -5 22 -4 -24 -23 -15 27 28 -27 -10
right_child=-2 2 13 4 5 7 -8 -9 29 10 -12 -13 -14 14 17 -17 -18 -19 -20 -21 -22 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=7.3254666689026653 4000.2703106182498 43194.058506196125 -8371.3268122255267 168373.21548519738 -68777.87372685186 -84379.410113357415 394704.82232142863 44897.475950520835 -80831.835592830888 59768.635969106588 96480.128279976227 5178.7217187826773 -128025.52627505896 7016.959895654627 -130123.56197916668 201184.90545212768 -127761.85543094757 12801.156002103366 -13320.108052522592 -95198.517031249998 64808.367758789071 -153220.63564189189 23454.413389756945 190969.45181361609 -34293.657761418268 -182988.99501488096 107307.90895576235 50584.154490831163 -13578.838859477797 -6564.3128790367737
leaf_weight=4297453 4262 29 10439 95 27 109 21 45 68 241 92 1569 53 296 81 47 31 312 166 35 80 37 36 28 130 21 157 144 38 2022
leaf_count=4297453 4262 29 10439 95 27 109 21 45 68 241 92 1569 53 296 81 47 31 312 166 35 80 37 36 28 130 21 157 144 38 2022
internal_value=0 -3.95214 -2950.33 6187.03 54204.1 -3688.96 133996 -46603.7 1743.62 13040.9 16512 12447.3 -67472.3 -6340.1 11487.7 31226.1 20162.3 -15665.8 -51624.1 26798.5 121029 -8558.96 -7730.82 96742.2 -60642.7 33307.5 54924.2 14410.6 -73877.4 -8980.67
internal_weight=0 4.3139e+06 16449 4451 377 202 48 154 4074 1984 1902 1810 82 11998 1328 769 722 559 247 691 175 10670 10503 64 167 656 360 203 59 2090
internal_count=4318164 4313902 16449 4451 377 202 48 154 4074 1984 1902 1810 82 11998 1328 769 722 559 247 691 175 10670 10503 64 167 656 360 203 59 2090
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 3 2 3 3 3 6 3 3 3 2 3 3 5 5 5 0 3 5 0 5 5 3 0 3
split_gain=6.60948e+12 4.08957e+13 4.61536e+13 4.37965e+13 1.97727e+14 1.17707e+14 1.11731e+14 1.2581e+14 1.07001e+14 4.20016e+14 3.39672e+14 9.71444e+13 9.07374e+13 8.17367e+13 1.48863e+14 9.76343e+13 1.1187e+14 9.58553e+13 9.44412e+13 8.0347e+13 1.16585e+14 7.82216e+13 9.54755e+13 7.19361e+13 7.1766e+13 1.11347e+14 6.95842e+13 7.90428e+13 8.91406e+13 6.82935e+13
threshold=39.694727950000008 39.739656000000004 55.708120100000009 39.726951800000002 43.592450450000008 47.208883950000008 4.5000000000000009 3.5000000000000004 22.500000000000004 19.500000000000004 23.500000000000004 1.5000000000000002 5.5000000000000009 6.5000000000000009 8.5000000000000018 4.5000000000000009 24.500000000000004 15.500000000000002 65.905000000000015 42.895000000000003 64.805000000000021 47.236539400000005 18.500000000000004 52.990000000000002 47.228519500000004 68.52500000000002 60.610000000000007 18.500000000000004 47.236539400000005 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 6 8 7 11 9 12 -10 -5 -6 18 -15 17 -17 -16 -8 -11 23 22 29 -21 25 -24 -2 -28 -29 -7
right_child=1 -3 -4 4 5 21 13 -9 10 19 -12 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-145.61125764391372 -704.3308814473852 29.752064473783356 -45238.588220454199 235503.59285714288 -630.60073388372894 18220.536991848163 12632.037947056029 214972.45614720398 -329265.21964026167 -22541.148505434787 -23572.977220329121 42226.832631100173 -29748.312695903594 108264.78576407599 -60428.610239750196 40383.534165974939 -182263.00838145381 45060.38620008681 -74860.645971835198 174813.30767663044 72209.418670550847 1059.9063133595243 35546.123972963484 365053.85696428572 34059.830781813704 209284.40175161211 9477.1259417840483 4439.9627505563785 -29683.141835322465 -23683.736645570276
leaf_weight=1810376 49229 2423382 204 28 2562 1608 576 57 43 23 235 365 1838 232 238 1200 23 135 157 46 59 4979 89 35 1055 63 15437 2204 1173 513
leaf_count=1810376 49229 2423382 204 28 2562 1608 576 57 43 23 235 365 1838 232 238 1200 23 135 157 46 59 4979 89 35 1055 63 15437 2204 1173 513
internal_value=0 105.117 2268.92 2384.02 7063.99 1770.38 30179.3 76134.1 -10624 -6954.37 -70856.3 55997.2 -12793.9 22104.5 33417.3 22537.2 36196.4 -22248.9 -6107.87 150676 179133 8993.35 20862.5 257016 43315.4 107556 1272.61 6445.51 -7412.69 8085.27
internal_weight=0 2.50779e+06 84406 84202 16159 13148 3011 450 4841 4563 278 393 4400 2561 1828 1596 1223 373 733 163 140 8307 3328 81 1207 152 68043 18814 3377 2121
internal_count=4318164 2507788 84406 84202 16159 13148 3011 450 4841 4563 278 393 4400 2561 1828 1596 1223 373 733 163 140 8307 3328 81 1207 152 68043 18814 3377 2121
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=0 5 1 0 2 1 3 5 1 0 0 3 2 0 6 0 5 5 0 0 5 1 5 2 2 0 5 2 1 5
split_gain=6.49632e+12 2.79856e+13 4.53928e+13 6.73263e+13 9.17009e+13 9.93162e+13 1.24181e+14 7.37045e+13 8.64044e+13 5.7536e+13 8.69881e+13 5.63523e+13 1.2636e+14 1.24857e+14 1.00464e+14 9.69648e+13 9.62368e+13 9.0937e+13 1.95862e+14 1.82651e+14 7.76737e+13 1.14962e+14 1.39946e+14 1.10922e+14 1.02181e+14 1.00466e+14 9.19183e+13 6.59474e+13 6.22302e+13 1.06819e+14
threshold=44.982728700000003 86.810000000000016 40.810045900000013 43.056445700000005 7.5000000000000009 43.808567100000012 9.5000000000000018 161.85000000000002 42.09605220000001 43.642715500000008 43.514103700000014 7.5000000000000009 4.5000000000000009 44.580511600000001 1.5000000000000002 44.893607100000004 88.015000000000015 125.85000000000001 43.642715500000008 43.642715500000008 114.05000000000001 39.767857750000005 112.04500000000002 8.5000000000000018 8.5000000000000018 43.514103700000014 99.555000000000021 19.500000000000004 39.718803500000007 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 5 7 -7 9 -9 10 -5 12 -3 14 16 27 -13 18 -14 -19 21 22 28 -24 -22 -23 -27 -15 -16 -30
right_child=-2 2 3 4 -6 6 -8 8 -10 -11 -12 13 17 15 20 -17 -18 19 -20 -21 24 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=-870.31231731323226 29.122544393189003 7985.659206855411 5003.1617178529723 -11285.612842633494 -43196.395443598783 -48585.545849560156 78334.898040061773 -70703.165443978665 90666.044741154823 11406.776494821635 -147043.2808992347 267019.52512019232 -136839.79968442119 -6500.4677311347932 37594.036276051971 48937.793081554737 65925.115258007121 131767.41487966955 -14484.929833155094 -43923.779001266899 33321.689857930047 57015.280144898505 354691.33920454548 29298.964218750003 -40335.489409582398 43697.40658482143 274466.1885590278 -127497.55129076086 -161917.81480564026 4075.3244298784921
leaf_weight=208921 4087717 3360 7044 1284 722 744 86 41 174 1719 49 26 203 2170 632 332 281 87 368 185 366 351 22 20 388 28 45 46 41 712
leaf_count=208921 4087717 3360 7044 1284 722 744 86 41 174 1719 49 26 203 2170 632 332 281 87 368 185 366 351 22 20 388 28 45 46 41 712
internal_value=0 -516.582 2916.56 -1227.93 -10336 -4545.13 -35434.8 3302.56 59893.3 -684.01 -16276 8004.63 -699.323 14704.8 28850.1 -1461.36 82955.9 -35315.6 -57984.1 12271.6 22473.7 33494.6 19910 199743 -4581.47 79214.3 185952 -9012.14 14456.6 -4962.81
internal_weight=0 230447 21526 11863 4819 4097 830 3267 215 3052 1333 9663 4203 5460 2912 2548 307 843 571 272 2605 1851 1427 42 754 424 73 2216 1385 753
internal_count=4318164 230447 21526 11863 4819 4097 830 3267 215 3052 1333 9663 4203 5460 2912 2548 307 843 571 272 2605 1851 1427 42 754 424 73 2216 1385 753
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=1 5 1 0 0 1 4 2 2 5 5 3 3 1 0 2 5 0 0 4 3 5 0 3 5 5 5 3 5 3
split_gain=6.40273e+12 2.30731e+13 2.47058e+13 2.42794e+13 2.79299e+13 4.05384e+13 2.41603e+13 4.08433e+13 5.49726e+13 2.38733e+13 7.92332e+13 2.27549e+13 2.98309e+13 1.99543e+13 3.61939e+13 4.14082e+13 2.96807e+13 2.76679e+13 4.38658e+13 2.39224e+13 3.41374e+13 5.3722e+13 5.04987e+13 4.08134e+13 5.4896e+13 2.31186e+13 2.56267e+13 2.54203e+13 4.8503e+13 3.37481e+13
threshold=91.398302750000013 46.010000000000012 91.910414550000013 56.197733450000008 56.301440000000007 93.043229050000022 1.5000000000000002 5.5000000000000009 6.5000000000000009 91.050000000000011 92.035000000000011 6.5000000000000009 16.500000000000004 104.38035940000002 52.485928400000006 9.5000000000000018 128.92000000000004 51.67657710000001 51.83362145000001 1.5000000000000002 14.500000000000002 55.990000000000002 51.83362145000001 15.500000000000002 50.805000000000007 161.85000000000002 80.00500000000001 5.5000000000000009 94.040000000000006 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 13 5 11 7 -6 -9 -8 -11 -5 -13 14 15 17 -17 -3 -19 20 21 -15 -23 24 -22 26 -20 28 -28 -29
right_child=1 3 -4 4 6 -7 9 8 -10 10 -12 12 -14 19 -16 16 -18 18 25 -21 23 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-22.453634726086779 5433.9547082543604 -62617.026038049771 -1397.7677828073156 -80454.451775568188 7860.7171073344216 -20598.476175024385 2300.3413528326505 -154098.62409917093 -17542.273118137669 -139376.13396115773 -5659.6527280186765 48017.018200008839 -16500.541409519741 10496.211852400003 2629.3682552784085 33390.944402533372 154717.88474702381 42251.40982853563 3237.3390142049288 471.46536758843916 -200699.89244791667 -107158.60029409123 15258.887872869318 -22560.219073683216 -2920.3984686851504 -53361.266035461427 49769.933897569448 93550.980839624302 -38494.074552242775 25036.180729079628
leaf_weight=4176165 5833 54 57227 22 134 1563 6617 49 74 51 338 199 112 467 44971 506 21 371 3040 19243 36 87 55 124 23 64 108 89 147 374
leaf_count=4176165 5833 54 57227 22 134 1563 6617 49 74 51 338 199 112 467 44971 506 21 371 3040 19243 36 87 55 124 23 64 108 89 147 374
internal_value=0 660.357 -765.839 1799.67 -3041.11 -13849.2 -219.663 -30333.2 -71942.8 884.986 -23190.6 17829.8 24782.4 2435.04 3508.22 11787 38225.6 8506.34 9422.31 -229.561 -17262.2 -5881.49 -59743.4 -55135.7 -123599 6235.61 7250.56 24242.5 -1111.67 38206.4
internal_weight=0 141999 63060 78939 9159 1896 7263 257 123 7006 389 333 311 69780 49745 4774 527 4247 4193 20035 792 609 142 183 59 3822 3758 718 255 463
internal_count=4318164 141999 63060 78939 9159 1896 7263 257 123 7006 389 333 311 69780 49745 4774 527 4247 4193 20035 792 609 142 183 59 3822 3758 718 255 463
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=1 0 0 4 5 3 3 4 2 5 5 5 5 5 5 5 6 3 3 5 4 5 5 5 2 0 0 4 3 5
split_gain=6.5348e+12 1.22822e+13 1.28026e+13 1.20666e+13 1.44688e+13 3.91832e+13 1.92395e+13 2.06229e+13 1.9574e+13 1.52065e+13 1.44257e+13 1.22541e+13 1.18387e+13 1.18277e+13 2.66835e+13 1.8943e+13 1.85612e+13 2.19944e+13 2.07008e+14 2.07332e+14 4.27074e+13 4.7763e+13 3.59907e+13 5.6604e+13 2.9042e+13 2.57384e+13 7.54573e+13 5.96739e+13 4.60651e+13 3.11582e+13
threshold=113.46563545000002 46.672631750000008 44.039893800000009 4.5000000000000009 142.05000000000004 3.5000000000000004 9.5000000000000018 2.5000000000000004 5.5000000000000009 137.05000000000004 161.85000000000002 128.92000000000004 37.005000000000003 100.05000000000001 94.040000000000006 98.020000000000024 1.5000000000000002 14.500000000000002 15.500000000000002 74.610000000000014 1.5000000000000002 47.815000000000005 75.750000000000014 88.015000000000015 4.5000000000000009 51.83362145000001 50.565831500000009 1.5000000000000002 11.500000000000002 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 7 -7 10 12 -9 -5 -3 14 16 -16 -14 25 19 20 21 -19 -21 -24 -20 26 27 -18 29 -29
right_child=1 3 -4 11 5 6 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 18 24 22 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-10.029802686794 -8906.5195287459937 -2750.48560490408 -104311.43416193183 13146.791302849266 88163.359250000009 16560.048737980771 38857.819176136363 -14218.883233173079 -150906.36483072917 75317.725223214293 -107349.31237203663 89871.997005208337 13419.392180549125 -10348.481076665472 49774.378225974673 4226.3139672256102 33071.328214118817 23915.651513671877 -28521.786306423615 -314000.30214843753 45711.412572763482 -133162.34055972975 -50372.730000000003 -278159.89218750002 18540.307002307094 4336.6565440461136 -39851.862625508591 -11546.12285234628 76702.038172104789 15180.138825400907
leaf_weight=4289649 39 5144 22 68 25 26 22 39 30 28 29 30 1455 689 206 164 489 32 162 32 51 49 20 24 688 15476 529 2343 68 536
leaf_count=4289649 39 5144 22 68 25 26 22 39 30 28 29 30 1455 689 206 164 489 32 162 32 51 49 20 24 688 15476 529 2343 68 536
internal_value=0 1508.83 -43314.8 1604.93 1483.86 -27516.6 -47324.8 -62615.3 -83621 1659.81 -53936.3 36634.1 1586.56 2556.01 2954.28 29585.5 2505.46 1730.8 -12310.5 -101729 -25972.5 -71106.8 -233307 -174620 9570.83 2494.94 -4693.58 719.327 -4648.89 -6570.34
internal_weight=0 28515 61 28454 28356 171 146 124 98 28185 68 98 28157 23013 22324 370 21954 20499 1058 208 132 81 76 44 850 19441 3965 3436 2947 2879
internal_count=4318164 28515 61 28454 28356 171 146 124 98 28185 68 98 28157 23013 22324 370 21954 20499 1058 208 132 81 76 44 850 19441 3965 3436 2947 2879
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 3 6 1 0 0 1 5 3 5 5 0 5 5 1 1 0 0 1 0 1 3 3 5 1
split_gain=6.22755e+12 5.69961e+13 1.16106e+14 1.19592e+14 1.26776e+14 1.04467e+14 1.22492e+14 1.02551e+14 1.20417e+14 1.22853e+14 1.72854e+14 1.35825e+14 1.36811e+14 1.07237e+14 1.41666e+14 9.75272e+13 1.21425e+14 1.25028e+14 7.61366e+13 6.96535e+13 2.43497e+14 8.01272e+13 8.56265e+13 6.80854e+13 6.26072e+13 1.77429e+14 1.26928e+14 8.85695e+13 6.61074e+13 6.61259e+13
threshold=56.758269450000007 56.876792350000009 61.284352600000013 53.140944450000006 23.500000000000004 37.098288800000006 7.5000000000000009 1.5000000000000002 60.528664650000003 56.838612000000005 56.852744000000008 60.601268000000012 137.05000000000004 8.5000000000000018 51.015000000000008 48.945000000000007 56.791364150000007 109.05000000000001 98.020000000000024 60.08989780000001 60.479177250000006 56.831297550000009 56.819808050000006 60.601268000000012 57.057093650000006 61.284352600000013 10.500000000000002 6.5000000000000009 98.020000000000024 60.611165000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 8 -5 11 23 -10 -13 14 -9 -6 17 -17 -7 -16 21 22 -21 -11 25 26 -3 -27 -28 -30
right_child=1 24 -4 4 15 18 -8 13 9 10 -12 12 -14 -15 19 16 -18 -19 -20 20 -22 -23 -24 -25 -26 27 28 -29 29 -31
leaf_value=-62.446156513489306 37014.509519717794 819.73636731531724 -21819.585900483056 2921.0194409520077 3671.4182832470833 -24939.260779608725 -6477.8138417732453 3283.3459262335086 34158.414835223412 124130.76086896932 20980.465679542394 4110.5759374743502 243315.97721354166 443.6262510936001 2559.3474249435394 -21926.817790946796 -3627.972168869288 -129857.2086764499 -203986.6416015625 81808.864754839102 17243.446130403205 -55073.194794548886 200930.98855633804 57916.997142360931 112.34529200056525 -20196.309545851385 -10381.417567233795 -67216.100442540512 -86802.300779380981 35558.27587890625
leaf_weight=3399081 710 33219 2016 10075 11001 2277 7364 23893 2131 228 1815 6372 24 57069 2455 3246 10424 111 24 402 7413 36 71 487 722972 1816 10653 514 209 56
leaf_count=3399081 710 33219 2016 10075 11001 2277 7364 23893 2131 228 1815 6372 24 57069 2455 3246 10424 111 24 402 7413 36 71 487 722972 1816 10653 514 209 56
internal_value=0 230.947 2016.62 2342.13 3124.66 -8010.09 -2653.25 4551.27 10829.1 18034.8 37386.1 12293.2 5008.16 3098.85 7520.53 -3349.9 -8954.84 -25495.6 -26806.8 17276.6 21837.5 88743.9 99689.8 79031.3 -116.339 -3674.4 -2254.64 -30568.9 -11608.7 -60945
internal_weight=0 919083 149644 147628 137253 10375 8074 112471 21132 11057 2530 8527 6396 91339 34270 24782 13781 3357 2301 10377 7922 509 473 715 769439 46467 44137 2330 10918 265
internal_count=4318164 919083 149644 147628 137253 10375 8074 112471 21132 11057 2530 8527 6396 91339 34270 24782 13781 3357 2301 10377 7922 509 473 715 769439 46467 44137 2330 10918 265
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=3 1 1 3 1 1 0 0 1 0 5 0 0 0 1 1 1 0 2 0 0 0 0 1 1 0 0 0 5 0
split_gain=6.37958e+12 5.03578e+13 8.98915e+13 3.51009e+13 2.18244e+14 1.81382e+14 2.20251e+14 1.80059e+14 1.05634e+14 1.74959e+14 1.05308e+14 1.11339e+14 1.25178e+14 1.28833e+14 1.40966e+14 1.01167e+14 8.31323e+13 1.33753e+14 9.75938e+13 9.47467e+13 8.15756e+13 1.28938e+14 1.1671e+14 1.29655e+14 7.81014e+13 7.47411e+13 1.6086e+14 1.01045e+14 1.00672e+14 9.16072e+13
threshold=25.500000000000004 82.966612450000014 82.959896850000021 26.500000000000004 37.692869000000009 37.436176200000013 55.719391050000006 55.708120100000009 37.542000650000013 55.784980300000008 48.945000000000007 54.970187400000007 56.819808050000006 55.820531900000013 37.712318250000003 37.597123000000003 37.66934650000001 55.842510000000011 17.500000000000004 55.755036050000008 55.86787755000001 55.842510000000011 56.802385350000009 60.628582700000003 82.911991800000024 60.035045000000004 60.017447350000005 59.834458500000004 52.990000000000002 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 25 7 15 9 -8 -6 -12 13 14 -13 -7 -10 19 -19 -18 21 -15 -22 -24 -16 26 27 -2 -29 -30
right_child=1 -3 -4 -5 10 6 8 -9 16 -11 11 12 -14 20 24 -17 17 18 -20 -21 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-16.10365693572955 -16392.25757111406 -12397.826226793257 62143.409155474386 -287.76964993399736 5687.5715139271251 -29869.197224506581 192099.80010531557 365615.72467830888 -10516.818354589845 40363.494554824319 7026.8675900472244 62660.836493323244 12447.418703098636 -48840.495625366922 -34062.58256825323 169110.47361778846 42345.240097500413 95110.238449218756 326792.35073242191 -93345.895837602468 -17690.329065481084 -159590.27359271524 18090.434736493269 -132696.42491175208 7242.6102540621796 -2873.064601824196 88852.997439200059 6688.5057959078977 114833.64782026243 33114.949868144504
leaf_weight=4243674 904 2736 243 48899 6817 38 102 34 500 298 2210 227 963 346 1380 78 329 75 24 61 950 151 79 205 685 2691 301 1871 156 1137
leaf_count=4243674 904 2736 243 48899 6817 38 102 34 500 298 2210 227 963 346 1380 78 329 75 24 61 950 151 79 205 685 2691 301 1871 156 1137
internal_value=0 917.421 1425.13 1218.81 4476.82 17018.1 48125 163243 35693.2 79056.3 -3219.09 -11656.7 -19938 -27690.2 -12138.4 103927 18155.1 47471.9 151276 21121.8 -48282.1 -82488.8 -34505.2 -90752.2 -20360.9 10237.2 18312.2 13092.8 21517 42974.3
internal_weight=0 74490 71754 71511 22612 8599 1539 150 1389 400 14013 7196 4986 4023 2292 116 989 489 99 390 1731 497 1234 284 2065 7060 4369 4068 3164 1293
internal_count=4318164 74490 71754 71511 22612 8599 1539 150 1389 400 14013 7196 4986 4023 2292 116 989 489 99 390 1731 497 1234 284 2065 7060 4369 4068 3164 1293
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=2 5 2 1 5 1 1 6 3 5 0 5 5 0 0 0 3 3 3 4 5 4 3 0 0 5 3 1 5 0
split_gain=6.09622e+12 1.38767e+13 2.49505e+13 1.41815e+13 1.73576e+13 1.52517e+13 1.85468e+13 1.53176e+13 1.34507e+13 1.75713e+13 1.28456e+13 2.22043e+13 1.38174e+13 1.2626e+13 1.25098e+13 3.8553e+13 1.21032e+13 1.29112e+13 1.05784e+13 2.12382e+13 1.56994e+13 1.27297e+13 1.05627e+13 1.02751e+13 1.01526e+13 9.27794e+12 1.43851e+13 9.20383e+12 1.45086e+13 1.10159e+13
threshold=27.500000000000004 97.050000000000011 35.500000000000007 37.855187800000003 85.020000000000024 37.487839250000007 37.436176200000013 1.5000000000000002 32.500000000000007 93.00500000000001 55.826364100000013 73.405000000000015 63.145000000000003 55.795550600000006 55.664473600000008 54.736324100000012 34.500000000000007 32.500000000000007 30.500000000000004 1.5000000000000002 44.905000000000008 1.0000000180025095e-35 35.500000000000007 55.784980300000008 55.885524800000006 55.990000000000002 34.500000000000007 37.777459000000007 72.010000000000005 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 5 14 6 10 -8 -6 -10 13 12 22 25 15 -5 17 24 19 20 -7 -20 -12 -19 -3 26 -2 29 -29 -23
right_child=1 2 -4 4 8 18 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 23 21 -21 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.3743962239744514 -3588.5731530325756 -4372.1865606398815 49257.408575581394 -9469.6441034573236 1146.4661979166667 3707.5211646511134 24581.368954535592 94023.381195746537 147335.1969375 38204.910850694447 10551.854440827548 -40667.625896354351 79106.928238636363 -39280.905657478936 6702.764770991088 104672.00461379718 -60396.007625325525 -19158.914713541668 23974.160948049288 43066.625650669157 -94407.124367559532 4413.0900762729771 86790.255478050603 60824.536153017245 -101580.14071377841 17160.160059324451 -86634.278872282608 -16110.606019053739 -103641.24849076704 -8544.2797851308042
leaf_weight=4312319 224 21 43 67 30 73 270 36 25 36 135 46 55 89 963 53 96 36 162 142 21 1077 21 29 22 213 23 136 22 1679
leaf_count=4312319 224 21 43 67 30 73 270 36 25 36 135 46 55 89 963 53 96 36 162 142 21 1077 21 29 22 213 23 136 22 1679
internal_value=0 3227.33 -19969 4250.82 14021.3 1658.01 11791.2 32751 55968.7 82930.4 3833.69 22285.1 36009.4 -4803.85 10496.7 40942.9 -34560.8 -11596.2 -1744.18 18659.2 -18211.7 -3309.59 20814.7 16526 -54106.5 1866.71 -11321.6 -4826.39 -28298.4 -3480.75
internal_weight=0 5845 247 5598 1174 4424 1112 306 91 61 806 257 211 549 1083 120 204 108 3312 236 94 3076 156 65 43 460 247 2914 158 2756
internal_count=4318164 5845 247 5598 1174 4424 1112 306 91 61 806 257 211 549 1083 120 204 108 3312 236 94 3076 156 65 43 460 247 2914 158 2756
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 6 0 0 1 1 0 6 0 0 1 3 5 5 5 2 3 4 5 5 3 1 4 0 0
split_gain=6.00779e+12 6.6348e+13 3.14741e+14 2.11103e+14 1.79814e+14 1.62406e+14 1.06804e+14 1.10678e+14 1.06193e+14 2.05081e+14 1.36128e+14 2.86262e+14 2.56119e+14 5.04104e+14 3.96488e+14 2.19705e+14 1.5553e+14 4.24357e+14 9.58523e+14 1.47413e+14 1.4539e+14 1.38922e+14 1.11186e+14 1.06671e+14 2.03696e+14 3.6108e+14 1.70749e+14 1.55707e+14 1.06019e+14 1.05762e+14
threshold=18.500000000000004 30.410108300000001 30.388336800000001 60.042666650000008 59.990816400000007 59.950068600000009 1.5000000000000002 60.017447350000005 59.820733200000006 30.346469350000003 30.346469350000003 59.834458500000004 1.5000000000000002 59.882016200000002 59.982527000000012 30.370618100000005 23.500000000000004 93.00500000000001 94.040000000000006 59.810000000000009 21.500000000000004 24.500000000000004 1.5000000000000002 57.705000000000005 72.705000000000013 21.500000000000004 30.362552800000003 2.5000000000000004 59.834458500000004 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 29 -6 -8 9 -2 28 20 23 16 15 -15 17 -14 -19 -18 -12 -17 -22 -13 25 26 27 -25 -10 -3
right_child=1 5 3 -5 6 -7 7 -9 10 -11 11 12 13 14 -16 21 19 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=47.41214255084752 37854.451261093411 -430.33472859575824 25943.936916286431 -57758.114924029913 -63674.895562318321 -10678.503117663116 143757.26284792027 63801.033315540386 -22290.946814498155 -28332.0990875547 55825.706086966093 9541.2485877152485 45049.902828364902 -127599.99045034556 -10269.653710014005 26581.57658583167 39656.526887665466 -772585.25 56833.293318577824 129745.63356828153 86705.2683959961 -122111.27038118133 308112.16134629364 389132.72932889347 13939.985328236162 48601.945365902502 -17488.742554873515 104289.81194893974 892.72380903465569 56988.122581714859
leaf_weight=3717520 570 503988 1117 196 43 15836 307 397 2040 2620 610 4651 288 520 3160 203 458 22 38 301 48 91 43 61 1992 1054 21 28 59620 321
leaf_count=3717520 570 503988 1117 196 43 15836 307 397 2040 2620 610 4651 288 520 3160 203 458 22 38 301 48 91 43 61 1992 1054 21 28 59620 321
internal_value=0 -293.444 2378.16 40962.7 51343.3 -706.909 89323.3 98668.3 1364.83 -16505.7 2122.41 11182.5 7797.51 -9676.61 -26301 -88535.7 50003 -5352.98 -247287 75383.6 73415.6 -19442.4 191326 19170.1 33360.2 66594.8 239000 299519 125.7 -393.787
internal_weight=0 600644 80499 2060 1864 520145 747 704 78439 3190 75249 13589 12888 5081 3974 814 1107 348 60 759 701 294 91 7807 3156 1164 110 89 61660 504309
internal_count=4318164 600644 80499 2060 1864 520145 747 704 78439 3190 75249 13589 12888 5081 3974 814 1107 348 60 759 701 294 91 7807 3156 1164 110 89 61660 504309
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=5 5 6 4 0 5 1 1 6 0 0 0 1 1 0 5 4 0 2 3 3 3 5 0 5 1 5 5 1 1
split_gain=5.96484e+12 1.1542e+14 5.43824e+13 6.31655e+13 5.82221e+13 5.74702e+13 5.25471e+13 4.59089e+13 4.5526e+13 4.5033e+13 5.34664e+13 6.13464e+13 5.04991e+13 5.03578e+13 7.22916e+13 4.39526e+13 5.25512e+13 9.03368e+13 4.70226e+13 5.37681e+13 4.17905e+13 4.29015e+13 3.89848e+13 1.14255e+14 8.4115e+13 8.25151e+13 1.59912e+14 1.53733e+14 1.43435e+14 1.33572e+14
threshold=34.010000000000012 35.505000000000003 1.5000000000000002 1.5000000000000002 55.039751500000008 32.475000000000001 30.451272450000005 47.208373000000009 1.5000000000000002 55.050600750000008 55.751981950000008 56.24640500000001 82.91993380000001 83.026705000000007 55.078308950000007 33.585000000000008 1.0000000180025095e-35 44.580511600000001 7.5000000000000009 12.500000000000002 4.5000000000000009 25.500000000000004 39.005000000000003 44.580511600000001 39.025000000000013 38.096381250000007 37.995000000000012 36.305000000000007 37.39371280000001 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 5 15 -4 8 -7 -2 12 13 -12 -8 -11 -15 16 -1 18 -18 -20 -5 -22 23 -3 -24 27 -27 -25 29 -29
right_child=1 22 3 20 -6 7 9 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 19 -21 21 -23 24 25 -26 26 -28 28 -30 -31
leaf_value=-920.73434791846978 -2749.9648739278896 -9821.8460563096214 333.35214980879698 969.77713111591845 509.20527001690027 777.75853122728154 -3145.3085889374593 4485.6244526646906 8376.8476384409332 -9083.111259969568 902.25317315940958 -7234.5080399529079 6181.4650251560561 -60211.106152292996 -7838.0329058848365 3883.4296662213515 9472.0196937237542 -7075.1038644830041 109411.25479871962 14746.827844328705 -10228.575374325221 103995.91403882577 -6164.8023803621245 5378.0028350991943 -22.009984399894037 125.45665094908402 5454.3816468027917 63.903786276391727 -6606.7919685536681 28778.728824003945
leaf_weight=34491 8062 9473 385765 5887 91321 63189 33825 70815 6761 16861 16076 21873 7008 481 583 8135 1533 41980 108 135 9170 33 22453 31716 3101362 129020 99926 51097 47352 1673
leaf_count=34491 8062 9473 385765 5887 91321 63189 33825 70815 6761 16861 16076 21873 7008 481 583 8135 1533 41980 108 135 9170 33 22453 31716 3101362 129020 99926 51097 47352 1673
internal_value=0 -52.2483 264.379 767.933 -1251.24 953.098 -3219.06 2737.2 2325.15 -4068.86 -5913.61 -3787.6 -1544.59 -10414.6 -31514.2 -3112.34 -3839.66 -6140.53 15950.4 56819.9 -5610.01 -9818.99 48.8357 1019.06 -66.1624 1303.71 2451.32 -689.209 -2611.14 974.268
internal_weight=0 3.6056e+06 712562 534859 177703 519769 111530 134004 14823 96707 55874 37949 40833 17925 1064 86382 78247 43756 1776 243 15090 9203 3.49407e+06 370257 3.12382e+06 360784 228946 131838 100122 52770
internal_count=4318164 3605602 712562 534859 177703 519769 111530 134004 14823 96707 55874 37949 40833 17925 1064 86382 78247 43756 1776 243 15090 9203 3494072 370257 3123815 360784 228946 131838 100122 52770
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=1 5 1 0 0 0 6 0 3 1 6 1 0 1 3 0 6 3 3 4 0 6 5 4 3 3 6 1 3 1
split_gain=6.49717e+12 4.06404e+13 6.95686e+13 1.55278e+14 3.87832e+14 1.3955e+14 1.31005e+14 1.30897e+14 2.43907e+14 2.27567e+14 2.25594e+14 2.96298e+14 4.26507e+14 1.9127e+14 1.66601e+14 1.89437e+14 1.74938e+14 1.62711e+14 1.61753e+14 2.20292e+14 1.53538e+14 2.07331e+14 1.52206e+14 1.51825e+14 2.41072e+14 1.50581e+14 3.08212e+14 7.1346e+14 6.52884e+14 4.46692e+14
threshold=30.305955500000003 36.305000000000007 30.160599000000001 59.904813200000007 59.853570100000006 59.755965500000009 1.5000000000000002 59.990816400000007 17.500000000000004 30.207352000000004 1.5000000000000002 30.243224600000001 59.950068600000009 30.207352000000004 10.500000000000002 60.017447350000005 1.5000000000000002 11.500000000000002 13.500000000000002 2.5000000000000004 60.003414000000006 1.5000000000000002 98.020000000000024 3.5000000000000004 17.500000000000004 7.5000000000000009 1.5000000000000002 30.243224600000001 9.5000000000000018 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 25 18 -10 13 -13 -12 15 -11 -17 20 -9 -20 21 -16 23 -19 -25 -5 28 -28 -27 -30
right_child=-2 2 3 7 6 -7 -8 9 10 14 11 12 -14 -15 17 16 -18 22 19 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=2527.0994643261351 25.060785382645268 1223.0351272241533 -55853.79772397934 -2655.8180113813437 -66358.601603981733 4180.2469662818621 -23128.621898648555 -10009.874341950052 -63166.738218054539 -44141.317969997908 -8269.5373501932991 172303.23375822371 -127703.3747386566 86548.323283543257 49123.539281964047 -67252.189554434561 2145.7077239393525 -3423.3743423976443 23884.854805031933 112468.47730466082 -18694.369882354738 246077.87916666665 -39680.290652126743 -63933.46149009146 146494.71718750001 36707.863920018972 -365.88279590215956 60240.511472385777 -23818.167509773368 -148158.13247206344
leaf_weight=33504 4145141 59900 403 6806 771 9875 7721 832 938 2289 485 57 281 379 186 416 2864 30138 1205 366 160 75 1161 82 162 1921 4198 3615 1892 341
leaf_count=33504 4145141 59900 403 6806 771 9875 7721 832 938 2289 485 57 281 379 186 416 2864 30138 1205 366 160 75 1161 82 162 1921 4198 3615 1892 341
internal_value=0 -600.385 -1351.42 -3288.26 -11239.6 1826.31 -27053.5 -835.519 5573.82 -4191.85 -26412.5 2269.32 -77110.5 33323 -6101.89 -22063.4 -6655.98 -3320.96 25641.5 44522.4 58436.4 105720 -4145.23 -2787.31 75777.1 9220.04 15974.2 27676.1 -6035.17 -42806
internal_weight=0 173023 139519 79619 18770 10278 8492 60849 20913 39936 2140 1202 338 864 37533 5569 3280 31964 2403 1571 421 261 31543 30382 244 18773 11967 7813 4154 2233
internal_count=4318164 173023 139519 79619 18770 10278 8492 60849 20913 39936 2140 1202 338 864 37533 5569 3280 31964 2403 1571 421 261 31543 30382 244 18773 11967 7813 4154 2233
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 0 1 1 0 1 0 5 1 1 0 0 5 5 0 1 1 6 6 0 0 1 1 5 5 1
split_gain=5.94088e+12 3.59185e+13 3.47645e+13 5.27061e+13 2.01188e+14 1.8094e+14 8.86246e+13 8.03985e+13 1.08453e+14 2.98227e+14 7.79513e+13 7.72572e+13 8.5353e+13 1.00315e+14 1.53789e+14 1.01547e+14 8.40288e+13 7.87498e+13 7.30652e+13 2.45023e+14 1.69977e+14 2.58393e+14 1.85606e+14 1.68238e+14 1.42566e+14 1.8973e+14 9.89596e+13 8.14739e+13 7.87228e+13 7.79651e+13
threshold=64.020000000000024 3.5000000000000004 5.5000000000000009 37.533784800000006 37.692869000000009 55.518428350000008 30.578016350000002 37.752451500000006 55.899899800000007 37.712318250000003 55.535913550000011 118.33500000000002 37.457850350000008 37.314272700000011 55.601678500000013 44.893607100000004 114.05000000000001 132.05000000000004 59.853570100000006 30.410108300000001 30.451272450000005 1.5000000000000002 1.5000000000000002 59.846652800000008 59.916647550000008 30.323743050000001 30.434657650000002 68.00500000000001 64.405000000000015 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 18 8 -6 -10 -7 16 13 -13 15 17 -8 -15 19 23 21 -21 27 -2 25 -20 -23 -22 -26 -30
right_child=2 -3 -4 4 7 10 11 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 24 20 22 26 -24 -25 28 -27 -28 -29 29 -31
leaf_value=41.817064258359025 -3431.0520477987834 5293.5013153212731 55.270702889040138 -22149.024297740849 -39745.429207246685 161065.39758391204 -13082.893031885847 -968.72805330635731 413026.02453125 -7670.0689797659907 39153.348913691276 8191.1122829563019 -81724.04672027193 286014.51221590908 235560.29030671297 -39223.982115709463 -97907.205182815815 11842.523085937501 -5608.7023920682495 -93901.459210526315 350375.09404761903 118285.78152106456 -11111.700907548446 66791.847584326577 -118435.27423270089 -61334.821989930817 297697.68832720589 71817.835123697922 -21190.044124703341 4159.0766635982645
leaf_weight=3357620 6210 13074 784089 559 961 54 11343 127800 20 107 1825 546 77 22 54 74 118 20 1628 57 21 321 358 361 56 978 34 21 1420 8336
leaf_count=3357620 6210 13074 784089 559 961 54 11343 127800 20 107 1825 546 77 22 54 74 118 20 1628 57 21 321 358 361 56 978 34 21 1420 8336
internal_value=0 62.1869 -221.234 -1548.22 -660.858 27797.8 -5183.66 -1199.17 -28268 58581.3 42656.9 -11867.6 18318.3 29077.1 96157.9 31263.8 -13956.2 155456 -1047.24 6830.85 58654.1 103736 12220.2 426.879 -5731.08 -26522 135469 211096 -209.15 469.475
internal_weight=0 3.37069e+06 947470 163381 131326 2438 32055 128888 1088 127 1879 12254 793 716 170 116 11461 42 19801 7383 812 412 400 6571 12418 2606 355 42 9812 9756
internal_count=4318164 3370694 947470 163381 131326 2438 32055 128888 1088 127 1879 12254 793 716 170 116 11461 42 19801 7383 812 412 400 6571 12418 2606 355 42 9812 9756
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=0 1 1 5 5 3 1 0 1 0 0 3 3 5 0 3 0 2 0 1 5 3 1 0 1 5 0 5 2 5
split_gain=6.0667e+12 2.74532e+13 8.3119e+13 6.66664e+13 5.34891e+13 4.81254e+13 6.66679e+13 4.44468e+13 4.31443e+13 5.94329e+13 8.17286e+13 7.69595e+13 5.0831e+13 5.39556e+13 1.95754e+14 9.38611e+13 7.9668e+13 8.51868e+13 6.28673e+13 1.0767e+14 6.10824e+13 5.21822e+13 1.42944e+14 1.28397e+14 1.09047e+14 1.18553e+14 1.06004e+14 2.08956e+14 1.04501e+14 9.21487e+13
threshold=45.087005000000012 39.110397700000007 39.630124250000001 107.05000000000001 123.15000000000002 17.500000000000004 39.262370300000008 44.039893800000009 39.041623000000008 44.580511600000001 44.893607100000004 8.5000000000000018 18.500000000000004 82.00500000000001 45.005863250000004 16.500000000000004 45.03656895000001 17.500000000000004 45.084117700000007 39.047276750000002 96.015000000000015 22.500000000000004 39.071052600000009 45.005863250000004 39.080602550000002 101.05000000000001 45.013473000000012 103.45000000000002 14.500000000000002 43.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 -7 -6 -1 11 -11 -10 13 -12 20 18 17 -17 19 -16 -15 24 23 -23 25 -14 27 -25 -29 -24
right_child=-2 2 -4 4 7 6 -8 -9 9 10 12 -13 21 14 15 16 -18 -19 -20 -21 -22 22 29 26 -26 -27 -28 28 -30 -31
leaf_value=337.98242677059727 -43.966268362995379 -5070.9812685146371 -41.48296143193685 -124079.1018199574 80118.643457031256 -25839.733793017062 127123.26312129579 -64996.700063004035 -892.44641345265472 75616.294068150557 5029.272116035856 -39646.106552409321 -9363.2106462341453 -2261.2353471978781 -51993.594127638797 130044.98134840457 18130.850315131869 -26673.1064453125 90946.67774382561 33934.093730750457 -70343.104811537327 -30405.142838043335 10164.438166191487 38904.895407245342 16517.039135021681 -100074.23660448554 16694.946171994572 76530.433461626846 305673.6242513021 -19487.220774702801
leaf_weight=286232 3795889 12809 163559 88 32 1631 29 62 1869 159 35169 706 7243 351 188 261 141 40 124 650 211 494 1727 520 1762 147 3323 34 48 2666
leaf_count=286232 3795889 12809 163559 88 32 1631 29 62 1869 159 35169 706 7243 351 188 261 141 40 124 650 211 494 1727 520 1762 147 3323 34 48 2666
internal_value=0 319.546 -687.852 -7903.71 -68049.2 -7147.16 -23167.5 -15595.7 841.333 3332.56 4024.57 -11517.7 3817.98 5930.51 22052.4 42016.4 80161.2 109219 24490.4 14656.8 -27822.2 -549.014 4943.61 17642.5 -5837.59 -11167.6 23689.7 62300.5 210663 -7830.4
internal_weight=0 522275 178210 14651 182 14469 1660 94 344065 57833 55258 2575 55099 37135 1966 1404 442 301 962 838 562 17964 8812 4419 9152 7390 3925 602 82 4393
internal_count=4318164 522275 178210 14651 182 14469 1660 94 344065 57833 55258 2575 55099 37135 1966 1404 442 301 962 838 562 17964 8812 4419 9152 7390 3925 602 82 4393
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 1 0 3 2 0 0 5 3 2 1 2 4 2 3 1 2 3 2 2 0 0 1 1 2 2
split_gain=5.87611e+12 1.29384e+13 4.16889e+13 3.7555e+13 5.02933e+13 3.74336e+13 1.61229e+14 4.86537e+13 1.38895e+14 7.08374e+13 1.03403e+14 7.10502e+13 9.89054e+13 5.89617e+13 4.68233e+13 4.62933e+13 4.13396e+13 1.59834e+14 9.07936e+13 1.28573e+14 9.62743e+13 4.78316e+13 5.13704e+13 4.73306e+13 4.11208e+13 1.0915e+14 4.54546e+13 1.67257e+14 4.68991e+13 4.61678e+13
threshold=225.45000000000002 142.05000000000004 38.984911950000004 58.049540950000008 58.000519000000004 38.950530550000003 45.022371150000005 6.5000000000000009 3.5000000000000004 45.029420750000007 45.047272400000004 150.04500000000004 9.5000000000000018 7.5000000000000009 38.969379750000009 8.5000000000000018 2.5000000000000004 6.5000000000000009 5.5000000000000009 30.362552800000003 2.5000000000000004 6.5000000000000009 5.5000000000000009 1.5000000000000002 52.719210700000012 54.708501450000007 37.692869000000009 37.559851850000008 1.5000000000000002 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 16 -7 -8 -9 -10 -11 13 -13 -12 -15 -14 17 18 19 -3 -20 22 23 -18 -23 -26 27 28 -27 -30
right_child=-2 2 3 -5 -6 6 7 8 9 10 11 12 15 14 -16 -17 21 -19 20 -21 -22 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=7.047801475912201 3711.279130355857 156874.67745838995 -5839.9577985118422 -52544.407826206138 81053.488768073701 145346.71205357145 -63032.620772058821 177049.25306250001 82773.036714311093 -136116.85543673157 -59286.175407608695 188748.59245117189 -142303.94375000001 8349.5328124999996 182476.93081781917 -21697.209809654989 52222.764760276194 161284.4353794643 -74708.756919642852 -131669.05984042553 -381273.69390625 -30836.283167061818 87562.145889945663 4624.565083136963 93940.341184228106 -115488.72023437501 31955.749830572291 -261154.48495370371 -1009.3852152486427 -110543.4481298828
leaf_weight=4297453 4262 23 11430 171 67 98 85 50 88 61 23 20 39 23 47 173 241 28 21 47 20 547 92 1569 117 40 249 27 1013 40
leaf_count=4297453 4262 23 11430 171 67 98 85 50 88 61 23 20 39 23 47 173 241 28 21 47 20 547 92 1569 117 40 249 27 1013 40
internal_value=0 -3.66663 -2802.91 -6025.47 -5333.58 5061.73 26302.6 7146.08 18530 1808.59 -16649.6 5773.46 -23829.7 79622.3 125264 -43884.3 1375.6 -52221 -106078 -36861.8 -224253 3268.85 14667.4 10962.2 -7395.18 1233.54 -6689.54 -15281.2 -9207.5 -5170.22
internal_weight=0 4.3139e+06 16449 11668 11497 4781 707 609 524 474 386 325 232 93 70 212 4074 139 111 70 41 3935 1902 1810 2033 1486 1369 1120 1093 1053
internal_count=4318164 4313902 16449 11668 11497 4781 707 609 524 474 386 325 232 93 70 212 4074 139 111 70 41 3935 1902 1810 2033 1486 1369 1120 1093 1053
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 4 1 1 2 5 1 5 2 1 1 1 2 3 5 2 5 3 5 5 5 5 1 0 5
split_gain=5.86603e+12 2.29677e+13 1.04085e+14 7.49324e+13 8.13821e+13 8.76923e+13 7.74442e+13 6.75249e+13 6.67188e+13 6.75413e+13 9.91048e+13 7.69664e+13 6.49128e+13 5.87272e+13 5.97306e+13 1.71166e+14 2.14476e+14 1.18714e+14 1.5109e+14 1.33905e+14 1.00919e+14 9.8473e+13 1.48541e+14 6.99265e+13 6.02317e+13 7.50739e+13 5.84301e+13 7.44818e+13 9.91524e+13 1.31074e+14
threshold=43.465905150000005 43.642715500000008 43.94115175000001 39.739656000000004 43.592450450000008 39.753614400000011 3.5000000000000004 39.787929450000007 39.863684800000009 5.5000000000000009 161.85000000000002 43.048525950000005 53.005000000000003 19.500000000000004 39.753614400000011 39.787929450000007 39.863684800000009 7.5000000000000009 14.500000000000002 85.91500000000002 16.500000000000004 110.05000000000001 4.5000000000000009 54.990000000000002 79.730000000000018 82.00500000000001 86.02500000000002 39.704585000000002 43.592450450000008 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 6 -6 13 -8 -9 -10 11 -11 -7 14 -5 17 24 18 19 -16 -19 22 -21 -20 -17 -26 -2 -28 29 -29
right_child=1 -3 -4 4 5 12 7 8 9 10 -12 -13 -14 -15 15 16 -18 20 23 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=1101.2707553265639 944.10754344368036 12.928755916829534 -48098.795065307619 -19809.828796254751 -3709.9054912139118 -20226.116146005359 83133.892443922552 -136181.51912715516 37626.82099037982 181286.39133831521 -139162.62231192755 -12919.582989025643 -57353.276297100507 133466.32661290324 11844.936418904272 -49727.076099902915 -3629.3820756305158 87226.866554264605 -25504.121520849021 345495.21854166669 -133560.91100852273 -9058.2847159090907 90250.856730571541 -165872.73060735888 -266259.76255208335 -46066.175219726567 -42318.80122176461 38356.631498367795 50765.305118015298 -30578.921479973211
leaf_weight=47832 20362 4220249 488 2220 2237 1502 163 29 564 23 58 181 686 31 1740 692 16245 351 83 30 22 55 95 62 30 32 184 566 814 538
leaf_count=47832 20362 4220249 488 2220 2237 1502 163 29 564 23 58 181 686 31 1740 692 16245 351 83 30 22 55 95 62 30 32 184 566 814 538
internal_value=0 -12.3353 -2141.22 -1689.01 -5225.94 -17632.3 -2808.15 24148.1 12902.9 18137.1 -23817.9 8976.19 -31866.5 -4073.44 -4270.31 -2495.46 -6049.32 22283.8 12905.4 20338.9 74204.5 102447 151510 -85523.8 -58187.1 -152611 2582.74 18456.1 24286.4 4763.04
internal_weight=0 4.27033e+06 50083 49595 27131 4425 22706 1018 855 826 262 204 2188 21688 21657 19437 16999 2438 2065 1920 373 180 125 145 754 62 22464 2102 1918 1104
internal_count=4318164 4270332 50083 49595 27131 4425 22706 1018 855 826 262 204 2188 21688 21657 19437 16999 2438 2065 1920 373 180 125 145 754 62 22464 2102 1918 1104
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=5 4 6 5 1 1 2 0 6 5 0 1 2 5 1 1 0 1 1 1 0 3 3 3 1 3 1 1 1 3
split_gain=5.87536e+12 3.50759e+13 7.81717e+13 7.93021e+13 1.28591e+14 9.83083e+13 8.81807e+13 7.92811e+13 7.13035e+13 1.27161e+14 7.06904e+13 9.74606e+13 1.04568e+14 8.68823e+13 7.72782e+13 2.03731e+14 1.43203e+14 1.18859e+14 1.24883e+14 1.16472e+14 1.0555e+14 1.18103e+14 1.58893e+14 9.6848e+13 8.49325e+13 8.04601e+13 7.84292e+13 1.56884e+14 7.566e+13 7.53351e+13
threshold=88.015000000000015 2.5000000000000004 1.5000000000000002 96.015000000000015 30.226173900000003 37.503486000000002 7.5000000000000009 45.067452850000002 1.5000000000000002 94.040000000000006 59.939091550000008 39.027779200000005 22.500000000000004 125.85000000000001 37.328003200000005 37.39371280000001 55.820531900000013 30.370618100000005 30.451272450000005 37.475443250000005 59.916647550000008 15.500000000000002 9.5000000000000018 8.5000000000000018 30.346469350000003 7.5000000000000009 37.098288800000006 37.214886200000009 30.243224600000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -4 9 -3 11 14 -13 -14 17 16 -16 20 -19 25 21 22 23 29 -23 -17 -20 -28 -22 -9
right_child=1 8 7 5 6 -7 -8 10 -10 -11 -12 12 13 -15 15 19 -18 18 26 -21 28 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=27.771637656404625 125754.56464014594 -9760.5545518370036 3929.0559765600879 -40642.299422926451 -2031.2665821596413 4501.9632424641431 34859.091895439124 -37613.85340291779 950.5920763093244 460.07081058218893 8394.3230266667215 -9251.5706861603157 165993.01971354167 -74675.893852539055 -201584.92443125002 -79506.3653145032 32617.874863873109 78037.294400137442 -27435.090432184395 -43286.058944790857 -241118.47714120371 -14027.681064453125 70678.266565896731 -182146.37250000003 -155638.09485243057 84860.657015749021 247037.92571022731 389.01852448027012 -67470.879229065802 95679.811953124998
leaf_weight=4086520 106 19278 4048 639 1545 1968 1116 279 158679 33029 1428 6086 60 20 125 39 33 216 528 1273 27 80 230 40 90 126 33 118 355 50
leaf_count=4086520 106 19278 4048 639 1545 1968 1116 279 158679 33029 1428 6086 60 20 125 39 33 216 528 1273 27 80 230 40 90 126 33 118 355 50
internal_value=0 -489.93 -4422.5 5951.59 17742.8 -6563.32 13440.2 -8070.13 -104.885 -3306.79 -12393.1 -15419.6 -7758.51 105826 -28390.1 -44882.9 -152669 -15524.8 11808.4 -33040 -36778.6 -15435.3 5442.19 -35219.9 -88997.9 46010.3 -9260.05 54292.4 -79744.4 -17356.5
internal_weight=0 231644 20658 5374 2767 2607 2661 15284 210986 52307 11236 9808 6166 80 3642 1596 158 2046 895 1438 1151 769 599 369 170 165 679 151 382 329
internal_count=4318164 231644 20658 5374 2767 2607 2661 15284 210986 52307 11236 9808 6166 80 3642 1596 158 2046 895 1438 1151 769 599 369 170 165 679 151 382 329
is_linear=0
shrinkage=0.1


Tree=1000
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 4 2 6 2 1 0 2 0 1 0 5 2 2 5 3 1 1 2 2 3 5 5 3 3 1
split_gain=6.00986e+12 2.1429e+13 9.58326e+13 1.46381e+14 9.04883e+13 1.47843e+14 7.53797e+13 5.60235e+13 5.55231e+13 6.92687e+13 5.80961e+13 5.29129e+13 5.03321e+13 1.12437e+14 1.11002e+14 9.62569e+13 1.07388e+14 7.67339e+13 5.85019e+13 1.44005e+14 4.94728e+13 4.91505e+13 6.37617e+13 4.84318e+13 4.80965e+13 1.54007e+14 1.25855e+14 7.23647e+13 6.37198e+13 4.73246e+13
threshold=100.05000000000001 44.580511600000001 45.005863250000004 38.633372000000001 38.096381250000007 4.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 39.704585000000002 44.039893800000009 19.500000000000004 43.592450450000008 39.753614400000011 43.514103700000014 105.35000000000001 8.5000000000000018 5.5000000000000009 114.05000000000001 14.500000000000002 39.694727950000008 39.071052600000009 17.500000000000004 13.500000000000002 11.500000000000002 132.05000000000004 109.05000000000001 14.500000000000002 12.500000000000002 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 11 5 6 -2 20 9 -9 12 -3 13 15 -15 16 -10 -16 19 -17 -6 22 -5 -19 25 26 -8 28 -26 -20
right_child=1 2 -4 21 7 -7 24 8 10 -11 -12 -13 -14 14 17 18 -18 23 29 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=19.843899461834255 192299.66007812502 -2315.4191878326633 -627.86163511779012 -101341.61347384038 -139428.11885775864 -141656.20208333334 58131.206133261498 -36787.685855034724 -271181.55424679484 20867.802594390083 -52867.375813886851 -115843.18072916668 30195.267263173464 -1181.6697527702654 -47012.029328125005 187639.77153716216 -34970.964239823188 207277.32061631946 -85459.562865584943 -89517.453207236846 -8185.6220571282556 -35512.485039297884 54249.031047952587 38927.722874999999 65565.626136363644 135603.05921498494 -108343.91343441613 30455.125795036765 255506.13618421054 13024.249204995598
leaf_weight=4199349 40 1823 106947 287 29 39 87 225 39 2821 216 42 482 1487 25 37 38 54 156 38 2998 446 29 25 33 83 95 85 38 71
leaf_count=4199349 40 1823 106947 287 29 39 87 225 39 2821 216 42 482 1487 25 37 38 54 156 38 2998 446 29 25 33 83 95 85 38 71
internal_value=0 -701.355 -1091.36 -19960.7 3923.09 45297.6 61113.6 1556.4 7383.34 16608.9 -3149.34 -4872.08 1230.39 -5856.45 5803.72 -54804.6 -154610 105681 -29357.5 47213.4 -9442.98 -56890.3 -87062.7 154002 48649.4 22716.2 -28765.1 92702.5 167224 -54656.3
internal_weight=0 118815 109574 2627 9241 500 461 8741 5714 3046 2668 1865 2452 1970 1591 379 77 104 302 75 3027 762 316 79 421 265 182 156 71 227
internal_count=4318164 118815 109574 2627 9241 500 461 8741 5714 3046 2668 1865 2452 1970 1591 379 77 104 302 75 3027 762 316 79 421 265 182 156 71 227
is_linear=0
shrinkage=0.1


Tree=1001
num_leaves=31
num_cat=0
split_feature=5 4 6 1 0 0 4 1 3 1 3 1 0 0 1 3 3 0 0 1 0 1 0 1 1 3 2 1 1 1
split_gain=6.15517e+12 1.10517e+14 2.7695e+14 1.90542e+14 7.4627e+13 9.42271e+13 7.85603e+13 8.71644e+13 1.464e+14 4.2364e+14 1.40743e+14 1.61874e+14 1.30482e+14 1.40127e+14 1.10986e+14 1.29703e+14 1.32103e+14 8.95687e+13 2.8898e+14 5.34239e+14 3.8815e+14 1.86064e+14 1.54156e+14 2.27796e+14 1.32587e+14 1.03368e+14 1.07252e+14 1.00532e+14 1.70956e+14 2.27565e+14
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.933113850000026 45.067452850000002 45.059881250000011 1.0000000180025095e-35 30.502469200000004 15.500000000000002 30.362552800000003 18.500000000000004 30.346469350000003 59.863160500000006 59.963407450000012 39.188277450000008 27.500000000000004 30.500000000000004 55.769960200000007 55.701368300000006 37.767735350000002 55.751981950000008 37.328003200000005 55.806974650000008 37.832345550000007 37.889331900000009 19.500000000000004 3.5000000000000004 37.642309100000013 37.487839250000007 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 8 9 -8 11 -10 -11 -14 15 17 -17 18 -9 20 21 -20 23 25 -21 26 -19 28 29 -23
right_child=1 -3 4 -5 6 -7 7 14 10 12 -12 -13 13 -15 -16 16 -18 22 19 24 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-41.168408227393599 11797.970309214978 928.28446245527562 -3724.1343628068335 -14708.933555170112 10397.017439677928 33842.521844490911 -7460.1141921269218 -22727.148758660409 -17778.961829283999 -19443.240607377822 -6426.111458492469 -129988.35325812195 105049.22505684878 -30421.090420707613 -10654.017584721149 -290420.76330236485 -46039.717036576709 206416.20492788462 -27843.31735772649 89108.608783555566 -447444.4541840278 -258255.45023287262 -18618.553506353837 -55208.308448877877 -87000.917215401787 195740.3931487439 -43985.94140625 -59346.529144021741 -485965.75854048296 43141.539103929928
leaf_weight=3859289 14077 402288 9355 3359 1616 719 3501 3578 273 133 1010 243 624 87 15343 37 55 26 109 133 45 104 1738 106 63 102 50 46 22 33
leaf_count=3859289 14077 402288 9355 3359 1616 719 3501 3578 273 133 1010 243 624 87 15343 37 55 26 109 133 45 104 1738 106 63 102 50 46 22 33
internal_value=0 346.24 -3791.63 6691.48 -8460.31 -1042.93 -11030.1 -12291.1 -1487.13 7871.18 -28133.2 -70621.8 71467 88472.7 -15229 -26465.4 -144323 -24703.7 -33141.4 -100280 -172774 -133411 -7457.01 60848.5 32502 129961 41678 -189542 -227208 -185656
internal_weight=0 458875 56587 17436 39151 10074 29077 27461 5871 4345 1526 516 844 711 21590 6247 92 6155 4133 555 359 314 2022 284 196 178 76 205 159 137
internal_count=4318164 458875 56587 17436 39151 10074 29077 27461 5871 4345 1526 516 844 711 21590 6247 92 6155 4133 555 359 314 2022 284 196 178 76 205 159 137
is_linear=0
shrinkage=0.1


Tree=1002
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 0 0 6 0 4 1 1 2 2 0 1 1 1 3 0 0 4 1 0 1 2 0 1 0 3
split_gain=6.47244e+12 1.38938e+13 4.0883e+13 3.09883e+13 3.06047e+13 2.96855e+13 7.95504e+13 4.05186e+13 2.90731e+13 2.50159e+13 2.45699e+13 2.43599e+13 2.57622e+13 3.85431e+13 4.88947e+13 7.19795e+13 7.86165e+13 6.97944e+13 6.65575e+13 5.36458e+13 4.13188e+13 1.80573e+14 3.76141e+13 3.77327e+13 3.71787e+13 3.68672e+13 3.50385e+13 3.35677e+13 2.22414e+13 2.23853e+13
threshold=225.45000000000002 2.5000000000000004 12.500000000000002 54.648549400000007 55.851332700000007 55.924336300000007 55.795550600000006 1.5000000000000002 55.719391050000006 1.5000000000000002 37.342273500000012 37.642309100000013 5.5000000000000009 2.5000000000000004 45.112033650000008 83.691301500000009 83.006817700000013 82.907204800000002 3.5000000000000004 45.040161900000008 55.061033200000004 3.5000000000000004 38.92948375000001 43.465905150000005 82.966612450000014 3.5000000000000004 43.592450450000008 47.981192400000005 56.281985950000006 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 8 6 10 -7 -5 -4 -3 -12 13 20 18 16 17 25 -15 26 22 -22 -13 -24 -14 -16 -20 -27 29 -9
right_child=1 5 3 4 -6 7 -8 28 -10 -11 11 12 24 14 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-3.8481840865633248 19879.16121642914 54231.096448455464 -102817.48891166918 6803.0437602796055 -32866.955941051136 -128793.89480350379 141093.0220517113 27485.266066576089 132772.7578125 812.39476996527776 -98122.567437499994 -131672.60582682292 14587.946897710755 168791.71413043479 -30186.482876536887 90706.997737068974 -214500.78625 43781.654857954549 3999.2374051339284 102175.98681640625 -90288.878430706522 320559.46601562505 -83194.976302083349 7517.4204155815969 137411.04843749999 -241933.96975446428 -102659.78926136364 -95035.155439453141 -4298.7310549268541 -86029.539139524655
leaf_weight=4313902 1199 87 66 57 110 33 42 23 27 36 25 21 473 23 61 29 35 55 70 32 23 20 48 1026 26 21 55 60 408 71
leaf_count=4313902 1199 87 66 57 110 33 42 23 27 36 25 21 473 23 61 29 35 55 70 32 23 20 48 1026 26 21 55 60 408 71
internal_value=0 3895.05 11662.7 -21619.7 1841.61 -301.764 4769.28 -21458 47293.3 -66242.2 2154.85 0.487081 1180.99 -5078.34 -30176 -57828.1 -76395 -51858.4 9919.44 -13354.8 4647.57 100803 871.589 3463.24 20987.5 -88902.1 -42930.7 -133120 -14402 -58254.6
internal_weight=0 4262 1495 296 194 2767 2232 535 84 102 2190 2103 2078 1579 441 261 232 197 180 157 1138 43 1095 1074 499 142 125 81 502 94
internal_count=4318164 4262 1495 296 194 2767 2232 535 84 102 2190 2103 2078 1579 441 261 232 197 180 157 1138 43 1095 1074 499 142 125 81 502 94
is_linear=0
shrinkage=0.1


Tree=1003
num_leaves=31
num_cat=0
split_feature=5 0 1 2 5 0 1 3 3 5 3 3 6 5 5 2 2 1 1 3 5 3 5 3 5 3 2 1 5 3
split_gain=6.09948e+12 2.22129e+13 2.5567e+13 2.58551e+13 2.64012e+13 4.56994e+13 2.65994e+13 5.01495e+13 4.29729e+13 3.94861e+13 2.96897e+13 2.7461e+13 2.32782e+13 2.76991e+13 5.409e+13 3.19831e+13 2.46705e+13 2.54132e+13 3.03456e+13 2.37332e+13 2.34323e+13 2.32658e+13 4.52584e+13 2.10901e+13 4.86444e+13 3.969e+13 7.64513e+13 1.04991e+14 7.99075e+13 6.95212e+13
threshold=102.01000000000001 43.056445700000005 47.554129950000011 4.5000000000000009 104.75000000000001 42.966471700000007 46.037218400000008 3.5000000000000004 7.5000000000000009 137.05000000000004 2.5000000000000004 11.500000000000002 1.5000000000000002 109.05000000000001 112.04500000000002 8.5000000000000018 10.500000000000002 47.473138800000008 46.037218400000008 9.5000000000000018 128.92000000000004 8.5000000000000018 161.85000000000002 2.5000000000000004 114.05000000000001 4.5000000000000009 1.5000000000000002 36.585378200000001 177.02500000000003 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 9 -9 -8 -12 13 -5 15 19 17 18 -16 -15 -20 -4 -23 24 -3 26 27 29 -29 -25
right_child=1 23 21 12 6 -7 10 8 -10 -11 11 -13 -14 14 16 -17 -18 -19 20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=19.074742994662639 211943.27765624999 32618.587755967441 -27112.476795851413 -48515.806203180771 174520.77596261163 15453.874420797416 -95861.860145568848 34272.737478057614 96920.572624143839 -76350.224023437506 23778.520357858451 -25342.644333127249 18056.980998149673 69506.470147235581 1023.0348388671875 -11920.335699728261 -64095.980495876742 18138.004068551938 -38462.080393629811 214402.06097656253 -154731.68593750001 -2703.6605525816267 99398.438264627664 123959.02062202066 208.54647547840392 -642.66572421769297 -12499.267830392382 -13454.206313794195 54124.707091769371 27865.377797757661
leaf_weight=4209727 20 610 353 139 28 29 25 121 73 44 628 139 608 26 136 23 72 284 52 20 26 569 47 118 1923 94241 6682 980 213 208
leaf_count=4209727 20 610 353 139 28 29 25 121 73 44 628 139 608 26 136 23 72 284 52 20 26 569 47 118 1923 94241 6682 980 213 208
internal_value=0 -740.517 7140.71 12498.4 23893.5 95653.6 20570 47930 33036.9 4773.28 11381 14876.5 3397.08 -8059.5 740.853 84362.9 -9381.82 -1471.34 -27494.9 132505 -77218.6 -6643.3 5086.6 -1000.43 8013.57 -1223.32 -7895.81 12354.6 -1388.57 62647.7
internal_weight=0 108437 3462 2493 1107 49 1058 266 238 165 792 767 1386 778 639 69 570 498 214 46 78 969 616 104975 2533 102442 8201 1519 1193 326
internal_count=4318164 108437 3462 2493 1107 49 1058 266 238 165 792 767 1386 778 639 69 570 498 214 46 78 969 616 104975 2533 102442 8201 1519 1193 326
is_linear=0
shrinkage=0.1


Tree=1004
num_leaves=31
num_cat=0
split_feature=2 5 0 0 5 3 4 5 5 1 2 4 0 3 0 1 1 5 0 3 1 0 0 1 5 0 1 1 3 4
split_gain=5.81353e+12 3.71196e+13 4.17147e+13 6.03013e+13 5.05784e+13 5.80854e+13 5.57124e+13 1.39634e+14 5.81884e+13 5.59636e+13 5.10434e+13 4.96022e+13 1.01522e+14 7.54315e+13 8.53604e+13 7.00095e+13 1.25039e+14 1.08442e+14 5.79071e+13 5.32792e+13 5.10461e+13 6.53315e+13 1.89699e+14 7.20918e+13 6.76034e+13 1.05325e+14 7.6533e+13 5.5765e+13 5.28435e+13 4.83074e+13
threshold=14.500000000000002 30.990000000000006 55.762622900000004 45.055827000000008 65.045000000000016 14.500000000000002 1.5000000000000002 52.020000000000003 39.355000000000011 37.998366300000008 24.500000000000004 2.5000000000000004 55.043101600000007 21.500000000000004 45.067452850000002 37.39371280000001 37.66934650000001 72.010000000000005 55.745923000000012 31.500000000000004 37.620907050000007 55.68356880000001 55.664473600000008 37.436176200000013 69.015000000000015 55.751981950000008 37.615058950000012 37.487839250000007 19.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 9 -5 -8 11 12 -7 14 -13 17 20 -14 -15 -20 21 22 -17 -23 28 27 -27 -26 -25 -9
right_child=1 2 -4 4 5 10 7 29 -10 -11 -12 13 15 18 -16 16 -18 -19 19 -21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-33.815063051999118 -3277.6446681979623 4355.7413395883696 2025.344266056698 1647.6811086139141 -90704.306310876622 -1829.6675234600932 23872.692019283881 -1061.243206402778 -4303.0550397248408 7928.0508598160122 8945.4655123952216 -37480.374433489043 -20553.047279169317 1906.9445123331877 -5320.2386641253079 1915.2510421379809 -24032.54721915783 -114275.0488889664 48644.402335070059 -49639.425234064984 83473.504385653418 60350.670512576216 132000.85412094466 -224303.70518973214 -23498.845024181548 -12505.633274004536 155685.91373697919 -147796.99482954547 -68531.831140385853 15352.297826849932
leaf_weight=3980118 25408 23993 134601 29077 77 7883 3362 32160 37786 6376 2941 886 356 12622 12050 777 4400 189 443 63 88 82 131 28 105 62 48 55 98 1899
leaf_count=3980118 25408 23993 134601 29077 77 7883 3362 32160 37786 6376 2941 886 356 12622 12050 777 4400 189 443 63 88 82 131 28 105 62 48 55 98 1899
internal_value=0 398.135 696.865 -307.504 -1033.82 -3927.77 100.742 2873.11 -1715.23 13432.9 -3773.48 -4700.16 -9432.38 -2103.47 -7522.92 -18769.1 -15588 -53054.8 3236.72 36407.5 9619.69 4930.56 20683.1 -24992.7 -42664.8 -14439.4 60887 -66226.3 -103148 -146.087
internal_weight=0 338046 312638 178037 154044 43384 110660 43797 66863 9738 43307 40366 14302 26064 12936 6419 5874 545 13128 506 1474 1386 908 478 396 270 110 160 126 34059
internal_count=4318164 338046 312638 178037 154044 43384 110660 43797 66863 9738 43307 40366 14302 26064 12936 6419 5874 545 13128 506 1474 1386 908 478 396 270 110 160 126 34059
is_linear=0
shrinkage=0.1


Tree=1005
num_leaves=31
num_cat=0
split_feature=4 1 2 1 5 1 1 1 5 6 3 0 1 3 0 1 5 2 3 1 1 1 0 5 0 0 1 5 2 2
split_gain=5.66031e+12 2.9502e+13 5.5019e+13 5.37077e+13 3.98913e+13 3.41939e+13 4.31272e+13 3.60779e+13 4.04949e+13 3.20225e+13 3.03031e+13 3.16111e+13 6.09704e+13 2.78537e+13 2.96713e+13 2.75838e+13 2.60196e+13 2.59015e+13 2.51539e+13 2.47378e+13 4.81207e+13 4.92004e+13 4.82139e+13 5.30737e+13 4.32287e+13 3.8163e+13 3.709e+13 4.52547e+13 6.95984e+13 3.58057e+13
threshold=1.0000000180025095e-35 39.863684800000009 2.5000000000000004 44.660994650000006 50.805000000000007 30.243224600000001 30.207352000000004 30.278357500000002 49.010000000000012 1.5000000000000002 3.5000000000000004 43.642715500000008 39.969502550000009 21.500000000000004 45.063245200000004 30.243224600000001 60.905000000000008 13.500000000000002 12.500000000000002 61.880021000000006 82.945329900000004 82.957885500000017 55.034903650000011 30.025000000000002 55.014170500000006 55.039751500000008 82.97193200000001 57.995000000000012 6.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 9 6 16 8 -7 18 11 12 -3 15 -15 -11 -4 -9 -1 -5 -21 22 23 -22 -25 -24 27 -23 29 -29
right_child=-2 3 5 19 -6 7 -8 17 -10 13 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 26 25 24 -26 -27 -28 28 -30 -31
leaf_value=-3080.6546485156732 -28.035187232733932 18150.564349675584 884.76641121832074 -2480.2438188376304 -32998.645366326477 20851.215277642561 -18012.751165658243 2327.5272946638188 -75634.01934027778 23742.541342700562 16755.392553969632 23671.120368248648 -50681.989878430053 98239.053857421881 -24873.807930587176 -5158.2087926872737 93183.812399193557 -3001.9146817982733 13309.573685682712 5356.1997009130118 19919.969374786593 2052.9406726800767 -60181.317840704221 -14824.149978341862 31822.388552167336 -16800.397173958427 -189.86713141815369 5214.2054998274498 2603.6071138972752 32509.692771859671
leaf_weight=2030 4073891 236 2070 18322 486 1304 2102 38384 45 335 3309 254 283 20 924 23267 31 11961 1738 25450 715 23885 286 2352 217 697 77837 665 3335 1733
leaf_count=2030 4073891 236 2070 18322 486 1304 2102 38384 45 335 3309 254 283 20 924 23267 31 11961 1738 25450 715 23885 286 2352 217 697 77837 665 3335 1733
internal_value=0 467.56 -1040.91 1268.2 -4591.66 788.553 -7885.47 1493.8 17632.7 -4104.07 12591 -5235.45 -19382.4 -5421.69 -22265.5 -4748 2246.63 1061.35 4479.38 970.957 1431.93 537.993 -9992.95 -4177.27 -10884 -29421.9 956.173 3968 11946.6 24940.3
internal_weight=0 244273 84697 159576 28800 55897 4203 51694 1349 28314 4082 773 519 24546 944 23602 2101 50345 3768 155494 137172 111722 4267 3284 2569 983 107455 29618 5733 2398
internal_count=4318164 244273 84697 159576 28800 55897 4203 51694 1349 28314 4082 773 519 24546 944 23602 2101 50345 3768 155494 137172 111722 4267 3284 2569 983 107455 29618 5733 2398
is_linear=0
shrinkage=0.1


Tree=1006
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 5 0 0 3 5 0 6 1 0 0 0 0 3 5 5 3 4 5 0 0 1 0 0 5 0
split_gain=5.65865e+12 7.32716e+13 6.54649e+13 7.53803e+13 1.84948e+14 1.95698e+14 7.36694e+13 1.1654e+14 2.4514e+14 8.44781e+13 7.25755e+13 5.85115e+13 7.56822e+13 1.26156e+14 1.61201e+14 1.41e+14 1.50759e+14 9.17961e+13 7.64856e+13 1.09047e+14 7.77776e+13 6.57834e+13 1.57845e+14 1.53442e+14 1.567e+14 1.36896e+14 1.31543e+14 1.90339e+14 2.19221e+14 3.8106e+14
threshold=38.422276900000007 38.096381250000007 56.501468900000013 11.500000000000002 55.388132500000005 53.705000000000005 54.970187400000007 54.864040150000001 8.5000000000000018 70.00500000000001 56.338501050000012 1.5000000000000002 37.998366300000008 55.751981950000008 55.734663800000007 55.576287050000012 55.416472000000006 15.500000000000002 92.035000000000011 123.15000000000002 5.5000000000000009 1.5000000000000002 54.410000000000004 59.834458500000004 60.035045000000004 30.160599000000001 59.853570100000006 55.899899800000007 92.035000000000011 59.846652800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 6 -6 7 9 -9 -3 -5 12 -1 14 15 16 18 -15 20 -20 -14 22 23 -13 -25 -24 27 -23 -29 -30
right_child=-2 2 -4 10 5 -7 -8 8 -10 -11 -12 21 13 17 -16 -17 -18 -19 19 -21 -22 26 25 24 -26 -27 -28 28 29 -31
leaf_value=-742.1883997494449 -74.004439332462653 1559.2801398251131 -17150.498426973463 -1381.4961313997924 6677.478662631479 27875.553390302313 -29323.453834572472 -29998.253007812502 142458.20511488972 -23444.208166208628 -113488.19127155172 -1529.8617421038703 34120.875094079311 -105393.02870352057 38490.507917051829 -27322.400217251459 140443.96859375 5143.653805375533 162346.79886067708 -81067.26171875 -13930.742345392653 910.7954099299443 37364.750893729077 6169.407521293354 -3438.7568339888976 -16209.559170289818 -1651.3605983179446 7541.1349224285777 -22693.080482264093 65632.946373458995
leaf_weight=431927 3045404 11742 1431 13220 14558 6214 905 160 170 1527 58 226604 430 237 655 3215 80 110 63 26 1555 262475 504 60472 23598 8888 113904 82780 4707 545
leaf_count=431927 3045404 11742 1431 13220 14558 6214 905 160 170 1527 58 226604 430 237 655 3215 80 110 63 26 1555 262475 504 60472 23598 8888 113904 82780 4707 545
internal_value=0 177.075 3929.81 4551.1 6968.47 13018.9 -1696.76 141.77 58843 -1318.13 -1871.19 23.669 -901.78 -11721.4 -8344.11 -14057.8 5740.62 -70352.6 544.731 91237.1 -3521.58 540.73 -562.331 -176.211 3472.45 -13334.6 1300.95 2260.35 6284.18 -13527.5
internal_weight=0 1.27276e+06 49985 48554 35276 20772 14504 13599 330 13269 13278 1.22278e+06 438298 6371 6024 5369 2154 347 2074 89 1985 784477 320066 310674 84070 9392 464411 350507 88032 5252
internal_count=4318164 1272760 49985 48554 35276 20772 14504 13599 330 13269 13278 1222775 438298 6371 6024 5369 2154 347 2074 89 1985 784477 320066 310674 84070 9392 464411 350507 88032 5252
is_linear=0
shrinkage=0.1


Tree=1007
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 0 1 3 4 5 2 5 3 3 1 4 5 2 3 3 0 0 3 3 0 2 4 0 1 4
split_gain=7.09345e+12 4.15024e+13 8.22695e+13 2.77411e+14 2.87258e+14 1.46153e+14 2.71297e+14 2.28224e+14 1.45028e+14 1.13564e+14 1.11896e+14 2.4082e+14 3.17396e+14 9.59486e+13 1.93475e+14 1.6962e+14 2.48071e+14 1.5435e+14 1.40923e+14 1.14449e+14 1.28558e+14 1.19333e+14 1.02066e+14 8.88859e+13 2.76291e+14 1.65228e+14 1.58282e+14 1.19151e+14 1.07573e+14 3.62945e+14
threshold=30.305955500000003 30.346469350000003 67.520000000000024 59.882016200000002 59.863160500000006 59.904813200000007 30.315880100000005 10.500000000000002 2.5000000000000004 85.91500000000002 11.500000000000002 70.00500000000001 16.500000000000004 10.500000000000002 30.315880100000005 1.5000000000000002 45.005000000000003 9.5000000000000018 9.5000000000000018 14.500000000000002 59.820733200000006 59.834458500000004 4.5000000000000009 24.500000000000004 60.017447350000005 14.500000000000002 2.5000000000000004 59.963407450000012 30.315880100000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 9 6 7 -5 -9 10 -4 12 -12 14 15 16 -2 -16 22 20 -15 -22 -18 25 27 28 -27 -25 29 -7
right_child=1 -3 3 5 -6 23 -8 8 -10 -11 11 -13 -14 19 17 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-627.33139577084 -18434.052064648797 -18.250550369414231 21091.553657916564 -118296.73694095336 99397.044336822073 61543.622234339491 20230.972246579604 38707.589679658464 -45216.137678545216 -6106.2992802496192 591721.37125000008 51906.593696902157 86866.277556818182 105740.11880748559 562.37551903276267 -38403.89351523661 -77918.932851048521 120656.35426194934 -27503.507291666669 -596.09866414084706 -57326.880680929338 11116.599213126043 93025.813572862418 -47690.595887981181 16617.893329872124 117164.27544278232 19221.283079001685 -161203.64348036505 -160.91137494747474 -698.71460733011463
leaf_weight=173023 2618 4064974 1479 345 552 1375 1005 269 878 1025 20 446 33 141 11793 2791 38 108 168 27795 260 12590 432 509 997 264 440 113 8743 2940
leaf_count=173023 2618 4064974 1479 345 552 1375 1005 269 878 1025 20 446 33 141 11793 2791 38 108 168 27795 260 12590 432 509 997 264 440 113 8743 2940
internal_value=0 26.1855 2279.38 7582.42 33095.4 2509.23 -19931 -46983.8 -25533.9 20908 34906.9 75854.4 277378 344.209 -5748.66 -20314.2 -4807.96 1652.21 51106 3025.4 10773.8 9731.75 79204.7 6152.24 -16011.4 8759.64 55949.9 -68312.7 6215.46 19135.2
internal_weight=0 4.14514e+06 80167 21433 3555 17878 2497 1492 1147 3003 1978 499 53 58734 17948 6047 3256 11901 638 40786 12991 12850 470 15381 1619 13762 704 622 13058 4315
internal_count=4318164 4145141 80167 21433 3555 17878 2497 1492 1147 3003 1978 499 53 58734 17948 6047 3256 11901 638 40786 12991 12850 470 15381 1619 13762 704 622 13058 4315
is_linear=0
shrinkage=0.1


Tree=1008
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 0 0 3 3 0 5 5 5 0 5 0 0 5 4 5 3 1 5 3 1 3 0 0 0 0
split_gain=6.41812e+12 7.91136e+13 2.13792e+14 3.45226e+14 4.30144e+14 3.2821e+14 3.44722e+14 2.71369e+14 2.64395e+14 3.02703e+14 2.45866e+14 2.43757e+14 2.58434e+14 2.26542e+14 2.06275e+14 1.96176e+14 1.85616e+14 1.55787e+14 1.52315e+14 1.46595e+14 1.32803e+14 1.42527e+14 1.1568e+14 1.15529e+14 2.12299e+14 2.96173e+14 2.74453e+14 4.99655e+14 2.17053e+14 1.96339e+14
threshold=37.098288800000006 37.328003200000005 55.946414150000003 24.500000000000004 37.275078000000001 56.009576300000013 55.993277250000013 16.500000000000004 18.500000000000004 55.975961550000008 67.520000000000024 73.405000000000015 70.50500000000001 56.635684300000008 80.815000000000012 44.874285750000006 55.899899800000007 65.905000000000015 1.5000000000000002 67.00500000000001 5.5000000000000009 37.214886200000009 59.025000000000013 18.500000000000004 37.275078000000001 13.500000000000002 55.851332700000007 55.885524800000006 55.299834250000011 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 5 6 7 17 9 11 -8 12 19 -7 -11 -2 18 -4 -17 -9 -19 -22 -18 24 28 26 -26 -28 -20 -25
right_child=1 -3 3 -5 -6 13 10 8 -10 14 -12 -13 -14 -15 -16 16 22 20 23 -21 21 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-324.16073579593103 59960.326153184345 -15.45817772103921 45270.613590590874 -50058.695720170079 -38697.121389948181 -51259.508487693216 82321.265558962856 29174.366141362123 113464.84078258414 -23545.135486190498 244165.46659260325 169851.37103124999 -121361.46411830357 17973.327279703775 -190764.82132120256 -4260.5180173960789 -21160.24082895595 -44385.096627869905 -46204.897670787228 196683.84843750001 115234.67286491497 371729.02839673916 -94062.391932805389 3463.7652699445021 4736.3265218315082 43587.427742006956 233448.96331194197 -71708.899119971262 4575.6176893945267 -36497.794475855604
leaf_weight=535096 561 3716272 1927 709 1022 651 676 779 226 1114 109 125 112 1725 79 25598 954 49 922 56 373 23 282 6880 6872 3580 140 87 9668 1497
leaf_count=535096 561 3716272 1927 709 1022 651 676 779 226 1114 109 125 112 1725 79 25598 954 49 922 56 373 23 282 6880 6872 3580 140 87 9668 1497
internal_value=0 45.8509 3456.85 17137.3 22403.9 30186.3 43303.9 33378 10326.5 35.4801 104794 38600.8 21276.3 -995.77 -34618.4 1117.26 532.784 57586 1390.27 40408.5 110916 130132 -37793.3 6269.48 10187.2 20136.3 8309.93 116494 154.5 -3677.51
internal_weight=0 3.78307e+06 66796 9755 9046 8024 5648 4863 2491 2265 785 1072 947 2376 1193 57041 56480 2372 55244 835 445 396 1236 29646 21269 10679 7099 227 10590 8377
internal_count=4318164 3783068 66796 9755 9046 8024 5648 4863 2491 2265 785 1072 947 2376 1193 57041 56480 2372 55244 835 445 396 1236 29646 21269 10679 7099 227 10590 8377
is_linear=0
shrinkage=0.1


Tree=1009
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 0 5 0 1 1 0 1 1 1 1 5 5 1 1 0 1 5 1 3 3 5 1 3 1 1
split_gain=6.12404e+12 1.87254e+14 2.77103e+14 3.21506e+14 1.31514e+14 1.07076e+14 1.18753e+14 1.00927e+14 1.80039e+14 1.43742e+14 8.93055e+13 1.98912e+14 4.40471e+14 2.20869e+14 4.40904e+14 2.12314e+14 1.93234e+14 1.62147e+14 1.95096e+14 1.52955e+14 6.28147e+14 3.78332e+14 3.39427e+14 1.50342e+14 1.40998e+14 1.53828e+14 1.42287e+14 1.01824e+14 1.34739e+14 1.36581e+14
threshold=55.193434200000006 55.299834250000011 38.633372000000001 10.500000000000002 23.500000000000004 55.212972300000011 67.990000000000023 55.416472000000006 37.39371280000001 36.761894450000007 55.518428350000008 37.417247200000006 36.761894450000007 37.737121850000008 37.767735350000002 55.005000000000003 70.50500000000001 53.664171200000006 43.868031300000006 55.535913550000011 37.533784800000006 48.510000000000012 37.362912300000012 19.500000000000004 14.500000000000002 120.05000000000001 37.597123000000003 16.500000000000004 37.275078000000001 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 8 9 -3 11 12 -9 24 16 -14 -15 18 -16 20 21 -12 -23 27 26 -26 -13 28 -17 -30
right_child=1 7 5 4 -6 6 -8 10 -10 -11 19 13 15 14 17 23 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=115.5770579628869 2844.9449186778229 18554.253445339065 -4058.0745830783803 77148.441350637746 264882.10000000003 -12651.12677312292 -39837.308145275747 -34731.790011387428 2711.876565709294 81122.996255716469 15228.217278839325 -6107.1551374096452 14308.918842941113 21045.607755992321 -6215.5245925624013 23367.303853609468 85405.510807409824 9464.8082486909025 -44563.231338791134 -105.1385853246494 -1232.6145579563463 13752.004359193961 107424.415401411 198052.80955840321 -29704.221265055759 229419.25434782609 -60598.084115516154 -860.02606462005883 126062.04490330958 -11354.548292151165
leaf_weight=2223680 1490 3515 15341 556 40 13713 1820 1320 42779 410 2002 9048 2053 3042 3551 333 551 2639 2118 1966665 12461 561 1246 82 5844 23 506 234 455 86
leaf_count=2223680 1490 3515 15341 556 40 13713 1820 1320 42779 410 2002 9048 2053 3042 3551 333 551 2639 2118 1966665 12461 561 1246 82 5844 23 506 234 455 86
internal_value=0 -122.706 -7600.57 27674.4 89748 -9983.93 -15836.5 -3.14887 4592.54 25090.1 -109.678 -5359.95 13967.2 -8587.75 1646.97 33789.2 30915.4 -11010.9 -20542.6 -25.2552 9630.79 45170 78342.9 67396.8 -16486.3 -28688.4 -8993.11 57727.3 73413.1 104218
internal_weight=0 2.09448e+06 32960 2086 596 30874 15533 2.06152e+06 46704 3925 2.01482e+06 31885 4563 27322 11901 3243 3593 8308 5669 1.98294e+06 16270 3809 1807 1190 15421 5867 9554 1108 874 541
internal_count=4318164 2094484 32960 2086 596 30874 15533 2061524 46704 3925 2014820 31885 4563 27322 11901 3243 3593 8308 5669 1982935 16270 3809 1807 1190 15421 5867 9554 1108 874 541
is_linear=0
shrinkage=0.1


Tree=1010
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 0 6 5 5 1 5 3 0 0 5 3 3 5 5 5 4 5 3 5 3 5 4 4
split_gain=6.82111e+12 1.12864e+14 2.66304e+14 6.53366e+14 7.22777e+14 4.82e+14 8.56422e+14 6.61858e+14 5.99934e+14 5.71099e+14 4.57405e+14 5.38079e+14 4.77051e+14 3.30736e+14 3.12071e+14 2.99006e+14 2.81013e+14 2.77537e+14 4.42575e+14 2.48566e+14 3.34487e+14 2.255e+14 2.15516e+14 3.01559e+14 2.14653e+14 2.04545e+14 3.27828e+14 1.96847e+14 1.95477e+14 1.86872e+14
threshold=37.516458750000005 37.597123000000003 55.551692500000009 55.793358600000012 55.860536450000005 37.559851850000008 55.701368300000006 55.56564190000001 1.5000000000000002 99.555000000000021 34.010000000000012 37.582182450000005 73.995000000000019 23.500000000000004 55.762622900000004 55.784980300000008 66.50500000000001 16.500000000000004 22.500000000000004 34.010000000000012 68.00500000000001 60.005000000000003 1.5000000000000002 46.010000000000012 14.500000000000002 46.810000000000009 10.500000000000002 50.005000000000003 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 19 15 7 27 13 10 -8 14 17 -9 16 21 -12 25 -19 -5 22 -4 23 -21 -17 26 -13 -7 -26 -22
right_child=1 -3 3 4 -6 6 9 8 -10 -11 11 12 -14 -15 -16 24 -18 18 -20 20 29 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-269.64039960667452 -4739.8296997017023 -28.736331386493738 -3572.0416266149718 9912.7061110115446 9122.3989658014234 48237.272496958249 21337.40352035694 144715.97962103001 -2530.8891917442093 -402682.85787499999 146980.37421207997 195238.11443153783 -139925.9309375 -86898.113530815986 35551.921965612921 -5944.2105575770547 -49942.054541603924 -124637.32409101847 296814.95064102567 -27534.485768290022 87701.158326275181 25242.616088535633 -51438.712854158621 79683.676186924771 68696.561449535468 146883.02612125737 404906.90416150994 180960.41921752505 241657.1311798878 -3658.8780172646193
leaf_weight=770727 25769 3464412 9343 2012 21515 183 1068 429 5926 25 571 285 50 72 1156 146 83 69 39 2581 260 3829 4675 292 148 382 101 287 117 1612
leaf_count=770727 25769 3464412 9343 2012 21515 183 1068 429 5926 25 571 285 50 72 1156 146 83 69 39 2581 260 3829 4675 292 148 382 101 287 117 1612
internal_value=0 58.5829 3702.18 7501.65 -1674.14 19938 35784 14729.8 6352.64 73707.8 76838.7 98503.6 160505 111430 66783.8 7424.98 121989 177652 27553.8 -21993.2 -28807.9 4804.16 -38192.2 -16637.3 91418.8 198760 250100 129283 145060 9030.02
internal_weight=0 3.54744e+06 83025 57256 32947 24309 10726 6897 6427 3829 3804 2736 926 501 1810 13583 654 876 108 11432 9420 13172 7548 2873 411 768 386 470 265 1872
internal_count=4318164 3547437 83025 57256 32947 24309 10726 6897 6427 3829 3804 2736 926 501 1810 13583 654 876 108 11432 9420 13172 7548 2873 411 768 386 470 265 1872
is_linear=0
shrinkage=0.1


Tree=1011
num_leaves=31
num_cat=0
split_feature=1 1 5 3 1 5 2 0 0 0 1 3 3 5 5 4 6 3 5 5 5 2 2 4 5 3 5 3 5 4
split_gain=6.98138e+12 4.16305e+13 6.59388e+13 6.29884e+13 7.03945e+13 7.19961e+13 6.21124e+13 7.23314e+13 1.62591e+14 1.43161e+14 1.1309e+14 1.02011e+14 1.34475e+14 1.19664e+14 1.12309e+14 1.68165e+14 1.3419e+14 1.1374e+14 7.90897e+13 7.70546e+13 7.51478e+13 1.06729e+14 1.21848e+14 9.47718e+13 9.10128e+13 7.0427e+13 6.89497e+13 6.86585e+13 6.77878e+13 1.18369e+14
threshold=43.574807850000006 44.660994650000006 38.010000000000012 25.500000000000004 44.083877800000003 78.010000000000005 1.5000000000000002 47.425481600000005 50.565831500000009 56.197733450000008 43.868031300000006 20.500000000000004 24.500000000000004 87.395000000000024 70.50500000000001 1.5000000000000002 1.5000000000000002 9.5000000000000018 95.020000000000024 74.610000000000014 107.05000000000001 14.500000000000002 7.5000000000000009 3.5000000000000004 80.815000000000012 9.5000000000000018 137.05000000000004 5.5000000000000009 69.610000000000014 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 26 25 -9 10 -10 14 13 -13 28 16 -16 -18 -19 -17 23 22 -22 -21 -25 -8 -4 -26 -11 -30
right_child=1 -3 3 4 -6 -7 7 8 9 11 -12 12 -14 -15 15 19 17 18 -20 20 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-128.09152328441513 -2392.6257811209011 30.95305087865183 -2487.80397420496 -28790.682553472754 123646.09437725361 -153400.56325231481 2093.3415369335453 27322.50954887527 1008.7821541569716 6125.4669519064992 -32163.931209857514 -22026.127502538569 11961.055691634581 -115784.75383640314 190508.09422554349 45932.899576515825 -117160.47869810977 -45796.646463950165 92205.695144599784 18664.993774105227 44706.658414759484 150854.20967047274 -26701.605388971278 34630.180494689943 16121.357945278236 -16043.599571739414 -92911.961854319859 -48313.433322356468 -226965.15506465521 -18882.199867078994
leaf_weight=2143177 24242 2076529 10640 328 26 54 12558 3615 2608 27789 1696 1382 1357 151 23 1113 177 153 57 4585 1240 78 296 288 228 2581 85 602 29 477
leaf_count=2143177 24242 2076529 10640 328 26 54 12558 3615 2608 27789 1696 1382 1357 151 23 1113 177 153 57 4585 1240 78 296 288 228 2581 85 602 29 477
internal_value=0 126.218 2135.41 3614.45 -35569.1 -46405.7 3831.05 5027.18 6929.96 5266.97 -12063 7130.51 -10966.2 -31261.3 8538.87 18377.7 -44163.1 -58110 -8338.87 21419.5 17690.7 36740.5 30945.7 12299.4 -13806.4 -998.768 -3204.45 -30613.3 5464.99 -30807.9
internal_weight=0 2.17499e+06 98458 74216 408 382 73808 63083 47944 44329 4304 40025 2890 1533 37135 8840 410 387 210 8430 7317 1614 1536 5703 1118 15139 10725 830 28295 506
internal_count=4318164 2174987 98458 74216 408 382 73808 63083 47944 44329 4304 40025 2890 1533 37135 8840 410 387 210 8430 7317 1614 1536 5703 1118 15139 10725 830 28295 506
is_linear=0
shrinkage=0.1


Tree=1012
num_leaves=31
num_cat=0
split_feature=5 0 3 3 1 3 3 0 2 1 0 1 1 5 0 1 6 0 1 0 3 2 0 1 1 3 1 3 6 5
split_gain=7.0558e+12 3.18571e+13 9.27688e+13 1.58196e+14 2.39021e+14 1.51081e+14 2.0622e+14 1.76777e+14 1.61624e+14 1.1653e+14 1.08276e+14 1.54068e+14 3.43601e+14 1.69677e+14 1.01219e+14 1.42348e+14 1.00027e+14 8.86197e+13 3.10899e+14 3.90062e+14 3.54996e+14 3.21647e+14 3.06402e+14 2.2573e+14 2.03644e+14 1.94333e+14 3.40127e+14 1.8789e+14 4.21944e+14 2.11929e+14
threshold=42.005000000000003 60.029906750000002 24.500000000000004 16.500000000000004 30.226173900000003 23.500000000000004 19.500000000000004 60.035045000000004 15.500000000000002 30.451272450000005 60.035045000000004 30.207352000000004 30.226173900000003 114.05000000000001 60.063729500000008 30.278357500000002 1.5000000000000002 59.963407450000012 30.362552800000003 59.990816400000007 16.500000000000004 10.500000000000002 59.990816400000007 30.370618100000005 30.315880100000005 17.500000000000004 30.410108300000001 8.5000000000000018 1.5000000000000002 48.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 10 5 6 16 8 -7 -6 11 -3 13 -13 -4 -16 -5 -2 21 20 -20 22 24 -22 -19 26 -25 29 -29 -26
right_child=1 2 14 4 9 7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 23 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=166.53798893402242 -75.7313317269207 -67651.113435009276 16326.721330448825 -30985.939402650059 -24226.229684849302 -8323.9699455492428 54922.303797912602 -60551.291687067976 212244.49667187501 2135.3468905471213 1534.9295203706708 212198.30041913778 15376.805063911437 36042.338415393198 -64169.38715572255 3501.2908990316064 50948.586670903343 25560.843593161269 -47539.695044946508 1097.8255094266367 -63219.678693014481 18407.649888948279 -13491.183662146992 -11737.771026911501 70101.424725441859 -17912.162972783681 85120.799453008745 -6598.3443754155223 73759.929050532373 -74278.287102330942
leaf_weight=1600872 2587269 198 7717 593 6816 99 1240 434 50 2224 53105 137 3673 91 374 1841 199 4263 4941 7780 630 8248 15095 854 122 2096 630 5216 747 610
leaf_count=1600872 2587269 198 7717 593 6816 99 1240 434 50 2224 53105 137 3673 91 374 1841 199 4263 4941 7780 630 8248 15095 854 122 2096 630 5216 747 610
internal_value=0 -98.1146 1883.3 580.131 -10038.6 16587.6 29462.5 -28286.6 65692.3 -17740.8 2743.65 18403.3 22771.1 141890 10918.2 -7924.82 -10398.9 -157.284 -4275.76 -15363.7 -29359 1197.26 -4251.3 -8021.44 8476.93 1692.22 29381.4 -2401.15 3468.34 -50215
internal_weight=0 2.71729e+06 78791 68859 11655 2615 2032 583 149 9040 57204 4099 3901 228 9932 2215 792 2.6385e+06 51232 16931 9151 34301 26053 4210 10958 3580 1484 6695 5963 732
internal_count=4318164 2717292 78791 68859 11655 2615 2032 583 149 9040 57204 4099 3901 228 9932 2215 792 2638501 51232 16931 9151 34301 26053 4210 10958 3580 1484 6695 5963 732
is_linear=0
shrinkage=0.1


Tree=1013
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 3 5 1 6 3 2 3 5 1 1 5 1 4 4 1 1 0 3 6 1 1 3 5
split_gain=7.02324e+12 6.43456e+13 3.59528e+14 3.55564e+14 3.31522e+14 2.9079e+14 2.69614e+14 1.9496e+14 1.80072e+14 1.59066e+14 3.76601e+14 2.06538e+14 1.58029e+14 2.37912e+14 2.60993e+14 1.99919e+14 3.62339e+14 1.86313e+14 1.59614e+14 1.44158e+14 1.40258e+14 2.34182e+14 2.65885e+14 1.74164e+14 3.34937e+14 1.63928e+14 1.54229e+14 1.3951e+14 2.22343e+14 2.42521e+14
threshold=59.896318000000008 59.932719750000011 30.578016350000002 30.362552800000003 20.500000000000004 19.500000000000004 30.434657650000002 22.500000000000004 44.410000000000004 30.451272450000005 1.5000000000000002 23.500000000000004 6.5000000000000009 5.5000000000000009 81.910000000000011 30.323743050000001 30.315880100000005 79.730000000000018 30.346469350000003 2.5000000000000004 2.5000000000000004 30.259484550000003 30.346469350000003 59.904813200000007 7.5000000000000009 1.5000000000000002 30.243224600000001 30.332994000000003 7.5000000000000009 62.710000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -5 -7 -8 -2 10 11 -9 13 14 -10 16 -14 18 -17 -16 21 -15 27 -22 25 -25 -27 -23 29 -29
right_child=1 -3 -4 5 -6 6 7 9 12 -11 -12 -13 15 20 19 17 -18 -19 -20 -21 23 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-36.194851496493207 13578.721778241985 -158.94195112246314 -49530.711850973086 19849.350729805308 -61594.735993163078 -53195.345975237251 -18089.43132714348 159763.54837528351 21864.764428784274 5276.5756334298285 -22937.047039782439 52567.199653342752 5116.2013924285748 -137207.28965820311 -94790.106633025294 -27904.128198468941 105256.08625795346 41946.193987165178 -152451.5504591784 -14681.85621819261 -51177.891178244499 -31333.90290857726 -101995.53888781407 136758.68976417824 54399.644517408502 112277.93408528646 -53670.155589731694 38222.685365639074 -20870.766911263632 298236.94852594339
leaf_weight=3996272 5171 271614 1236 18200 993 899 2881 248 2913 5844 550 653 1417 230 257 323 485 231 151 1784 693 2373 477 54 829 60 841 111 321 53
leaf_count=3996272 5171 271614 1236 18200 993 899 2881 248 2913 5844 550 653 1417 230 257 323 485 231 151 1784 693 2373 477 54 829 60 841 111 321 53
internal_value=0 449.357 3735.54 5078 -5284.23 12074.8 -701.543 3936.03 -2305.83 12634.5 42269 82073 -8344.14 -13592.3 2652.11 13791.8 30651.3 -31693.1 -67580.6 -24769 -26911.5 -39611.5 -32880.8 -8633 7893.69 -32476.4 -42619.2 -21345.6 27525.3 122252
internal_weight=0 321892 50278 49042 19767 29275 11075 10176 18774 7295 1451 901 13603 10996 4954 2607 1902 705 474 2041 6042 3565 3335 2477 1784 955 901 2858 485 164
internal_count=4318164 321892 50278 49042 19767 29275 11075 10176 18774 7295 1451 901 13603 10996 4954 2607 1902 705 474 2041 6042 3565 3335 2477 1784 955 901 2858 485 164
is_linear=0
shrinkage=0.1


Tree=1014
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 5 5 4 3 0 4 5 5 5 3 3 5 5 0 5 5 5 5 0 2 5 3 4 3 5
split_gain=6.50019e+12 1.26863e+14 2.16203e+14 4.11892e+14 2.23989e+14 1.35585e+14 2.15703e+14 1.42697e+14 1.09827e+14 2.94777e+14 1.10921e+14 9.40061e+13 9.169e+13 7.45689e+13 1.28398e+14 1.11299e+14 2.29472e+14 1.92386e+14 7.10291e+13 6.16076e+13 5.93535e+13 7.10259e+13 1.34063e+14 5.81094e+13 5.56838e+13 5.52913e+13 5.10907e+13 4.97874e+13 4.86254e+13 4.6538e+13
threshold=49.111504200000006 49.148175700000003 55.820531900000013 55.769960200000007 1.5000000000000002 56.505000000000003 55.990000000000002 1.5000000000000002 20.500000000000004 55.784980300000008 2.5000000000000004 98.020000000000024 51.405000000000008 95.020000000000024 8.5000000000000018 9.5000000000000018 70.50500000000001 71.00500000000001 55.793358600000012 79.010000000000005 87.395000000000024 78.010000000000005 72.010000000000005 55.784980300000008 6.5000000000000009 69.610000000000014 16.500000000000004 1.5000000000000002 20.500000000000004 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 12 24 10 -10 13 -2 28 14 20 16 -16 -18 27 -6 21 22 25 -15 -8 -7 -21 -14 -5 -13
right_child=1 -3 4 5 19 8 7 -9 9 -11 -12 29 18 23 15 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-108.10092938961225 -8515.3553510530219 62.569614161164431 52165.581846275512 19524.338099167009 -7359.0790137487311 127309.84235906915 -265498.36602393619 10914.648643092107 281646.59454180743 -9127.8718163092399 37499.916023670856 -111592.91344662409 163889.97361158289 -116134.54715909093 87938.863918340779 78140.099059711138 -359909.56422991073 -8232.6743638392854 28868.163243018615 -28980.769634069802 233853.79200067936 35877.950847710505 264213.73026442312 50081.471659482762 -87355.993760354177 8582.2098828124999 -111379.90400651225 60679.21568153784 -28405.23200107296 8729.2454892113092
leaf_weight=2430983 2685 1870817 627 2312 5571 182 47 57 37 604 1788 137 92 33 84 527 28 35 235 487 46 90 65 58 28 50 89 95 233 42
leaf_count=2430983 2685 1870817 627 2312 5571 182 47 57 37 604 1788 137 92 33 84 527 28 35 235 487 46 90 65 58 28 50 89 95 233 42
internal_value=0 139.251 8905.84 18566.3 -4770.6 32089.9 16729.9 -108350 45213.8 7656.3 53276.3 -13193.2 22294.7 76822.2 83975.4 56678.2 -20263.6 -164534 65465.5 -10578.1 126466 113701 137284 -10194.7 -198992 101722 -41712.6 111457 15136.3 -83360.9
internal_weight=0 1.88718e+06 16364 9590 6774 6726 3099 132 3627 641 2986 2864 2967 1198 1107 674 147 63 422 6147 433 387 297 91 75 232 576 187 2545 179
internal_count=4318164 1887181 16364 9590 6774 6726 3099 132 3627 641 2986 2864 2967 1198 1107 674 147 63 422 6147 433 387 297 91 75 232 576 187 2545 179
is_linear=0
shrinkage=0.1


Tree=1015
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 3 0 0 6 1 3 2 1 1 0 2 1 3 0 3 1 4 1 2 0 1 0 0 0 1
split_gain=6.14096e+12 1.18636e+13 3.36131e+13 2.53835e+13 2.53485e+13 2.61815e+13 2.53387e+13 7.0299e+13 3.27251e+13 2.10355e+13 2.00465e+13 3.17982e+13 1.248e+14 4.41977e+13 5.9379e+13 6.17458e+13 3.12672e+13 2.75035e+13 2.21798e+13 3.70377e+13 2.17715e+13 1.99258e+13 1.96061e+13 2.14249e+13 5.40883e+13 1.87434e+13 4.18461e+13 3.46283e+13 3.4822e+13 7.68954e+13
threshold=225.45000000000002 2.5000000000000004 12.500000000000002 54.648549400000007 55.885524800000006 17.500000000000004 55.91302515000001 55.795550600000006 1.5000000000000002 37.642309100000013 9.5000000000000018 5.5000000000000009 56.249874400000003 40.810045900000013 59.853570100000006 2.5000000000000004 44.005491150000005 13.500000000000002 56.663136550000011 4.5000000000000009 60.479177250000006 1.5000000000000002 37.342273500000012 11.500000000000002 54.708501450000007 38.959914000000005 45.013473000000012 45.040161900000008 45.254062050000009 38.233559750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 21 5 9 7 22 -8 -5 11 13 -13 14 18 -16 -15 20 -10 -20 -12 -4 23 24 -3 26 -24 -28 -29 -30
right_child=1 6 3 4 -6 -7 8 -9 10 -11 17 12 -14 16 15 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=-3.7483549459275007 18421.917069705712 214468.78246093751 -92235.552423650573 77045.358029513896 -33749.441667330997 126556.71003125001 -116042.52874053031 137696.23828125 19430.744020432696 -35078.294841974435 164530.55039062502 -295788.23421875003 -7344.1309635416665 -131353.43809893209 -154967.03912259615 53997.944449344759 -21947.086730074596 -18346.885994318185 230013.85747514205 55219.649594907409 18745.889806547621 252.38789876302087 60592.476446143621 -36532.468181818185 16823.215538194443 3868.8167743916756 -117422.28654336734 29829.609952409301 -10983.081017889494 -225684.59431818186
leaf_weight=4313902 1199 20 66 27 98 25 33 39 26 44 20 20 60 31 26 31 166 55 22 27 21 36 47 22 45 1843 49 73 69 22
leaf_count=4313902 1199 20 66 27 98 25 33 39 26 44 20 20 60 31 26 31 166 55 22 27 21 36 47 22 45 1843 49 73 69 22
internal_value=0 3794 10971.7 -19206.8 2027.07 38548.9 -84.0817 4617.28 -19562.4 7560.28 -13257.7 -22910.4 -79455.2 -9160.93 35615.4 -41319.4 -39163.3 27866.6 94085.8 133699 89860.4 -59592.7 2247.38 48766.7 77637.2 322.897 -24812.2 -43657.4 -21617.9 -62888.9
internal_weight=0 4262 1495 296 194 96 2767 2229 538 71 505 409 80 329 132 57 197 96 75 49 41 102 2190 87 65 2103 260 213 164 91
internal_count=4318164 4262 1495 296 194 96 2767 2229 538 71 505 409 80 329 132 57 197 96 75 49 41 102 2190 87 65 2103 260 213 164 91
is_linear=0
shrinkage=0.1


Tree=1016
num_leaves=31
num_cat=0
split_feature=5 1 1 0 1 5 5 0 0 3 0 1 3 1 6 5 0 1 1 0 2 3 1 3 0 3 1 0 0 3
split_gain=6.09467e+12 3.11157e+13 1.34371e+14 1.04466e+14 2.35335e+14 1.20003e+14 9.43733e+13 8.4219e+13 2.10495e+14 1.83976e+14 1.41429e+14 1.3067e+14 1.68546e+14 1.79683e+14 1.94137e+14 1.91755e+14 1.25463e+14 2.33775e+14 1.15404e+14 1.10339e+14 1.05595e+14 1.88956e+14 1.00329e+14 1.73912e+14 2.77855e+14 3.38658e+14 2.01514e+14 2.00529e+14 1.82373e+14 1.23408e+14
threshold=64.020000000000024 65.520339550000017 61.42204370000001 54.959412650000012 82.967723800000016 91.050000000000011 109.05000000000001 55.07108800000001 55.078308950000007 5.5000000000000009 57.131524800000008 82.981501350000016 10.500000000000002 82.926290250000008 1.5000000000000002 73.405000000000015 57.178027650000011 65.610478850000007 83.026705000000007 54.99493995000001 5.5000000000000009 9.5000000000000018 82.964402850000013 8.5000000000000018 55.110554300000004 7.5000000000000009 65.659480050000013 55.099723300000008 55.099723300000008 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -4 11 9 -9 22 12 13 -5 20 -16 17 -12 -11 -17 -15 -22 23 24 25 27 29 -10 -25 -26
right_child=1 3 6 7 -6 -7 -8 8 10 18 16 -13 -14 14 15 19 -18 -19 -20 -21 21 -23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=62.986644715115801 -366.73395934346371 -11503.239732913116 -8710.4401158500878 6932.8316531660721 786.87609922265301 -52303.509987892685 -45441.893144393129 -47329.036624605273 23140.675735987534 4072.8588822367487 19240.457996716326 -123.49297194486519 2557.5498259641049 45419.320927989269 -2117.1939977220463 78525.337075508593 -2638.6064823017086 -24035.57940693642 -94961.070777529763 26732.872674494465 225046.56792821345 57759.30431105091 1998.2381747205955 -77801.046644435977 98820.883719868885 253094.66798780486 -35578.076560108238 172329.07596315871 -10245.382428049059 8058.411745258999
leaf_weight=3370694 708044 14356 11447 14606 47154 759 745 1759 772 1779 10482 44945 33402 613 2587 452 7198 1417 126 4572 106 186 21713 410 199 82 1082 102 15769 606
leaf_count=3370694 708044 14356 11447 14606 47154 759 745 1759 772 1779 10482 44945 33402 613 2587 452 7198 1417 126 4572 106 186 21713 410 199 82 1082 102 15769 606
internal_value=0 -224.08 -545.969 796.174 -2693.71 -13552 -10954.9 2113.49 -742.799 -24009.6 682.017 3900.87 7100.83 13664 25208.9 20002.5 7782.76 14086.9 -2477.42 31392.5 68994.7 118487 -2646.89 -7949.15 14860.8 58782.4 -7390.95 40551.7 -11957.3 30495.3
internal_weight=0 947470 720236 227234 62269 15115 12192 164965 63496 3664 59832 101469 56524 23122 8516 7611 19097 11899 1905 5024 905 292 40735 19022 2843 956 1887 874 16179 805
internal_count=4318164 947470 720236 227234 62269 15115 12192 164965 63496 3664 59832 101469 56524 23122 8516 7611 19097 11899 1905 5024 905 292 40735 19022 2843 956 1887 874 16179 805
is_linear=0
shrinkage=0.1


Tree=1017
num_leaves=31
num_cat=0
split_feature=5 0 0 3 1 1 4 5 4 5 1 1 0 6 1 1 5 5 3 5 0 2 6 2 1 5 0 3 3 3
split_gain=6.80907e+12 3.57376e+13 8.96044e+13 1.34079e+14 1.02447e+14 1.14171e+14 6.70582e+13 1.37333e+14 7.50156e+13 6.52153e+13 7.27082e+13 6.9202e+13 6.48744e+13 7.48089e+13 6.24018e+13 5.38752e+13 4.8671e+13 7.32492e+13 4.45286e+13 4.28721e+13 1.08214e+14 7.73616e+13 4.23204e+13 6.37989e+13 5.10982e+13 5.00623e+13 4.33439e+13 4.87498e+13 4.18716e+13 1.37682e+14
threshold=112.04500000000002 59.846652800000008 59.896318000000008 6.5000000000000009 30.434657650000002 30.410108300000001 1.5000000000000002 116.06000000000002 1.0000000180025095e-35 177.02500000000003 30.323743050000001 30.259484550000003 59.904813200000007 1.5000000000000002 30.278357500000002 30.346469350000003 150.04500000000004 177.02500000000003 7.5000000000000009 120.05000000000001 59.950068600000009 5.5000000000000009 1.5000000000000002 1.5000000000000002 30.243224600000001 132.05000000000004 59.963407450000012 9.5000000000000018 19.500000000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 18 7 -4 -9 10 11 -10 13 -8 16 -15 19 -18 -5 20 21 -14 26 -24 -25 -26 -21 -28 29 -16
right_child=1 2 6 4 -6 -7 12 8 9 -11 -12 -13 14 15 28 -17 17 -19 -20 22 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=16.029281612205573 -1818.8538721623372 106186.8168701172 271525.60084134614 -97314.245507812506 158607.84943484043 -119284.27804214017 8334.5867550872099 -73291.79275896991 152513.80402644232 -21325.393193543634 227917.13958333337 -85612.164809782611 -169974.37454668211 -65865.613471912206 8102.6460948532103 -223591.47247869318 -119556.27389948918 10096.192020833334 23314.546667619979 -85024.510228430707 -10320.389213247148 20360.201582704743 -79195.651995192311 47335.5084711737 29857.275144981973 -62737.60368145637 -79656.337130737316 131737.35455729169 -15251.361488095008 160624.10082031251
leaf_weight=4248930 60993 200 26 32 47 66 86 54 26 53 36 23 81 63 4361 33 104 75 700 92 504 29 65 386 130 106 20 24 759 60
leaf_count=4248930 60993 200 26 32 47 66 86 54 26 53 36 23 81 63 4361 33 104 75 700 92 504 29 65 386 130 106 20 24 759 60
internal_value=0 -983.726 5197.19 32560.1 15133.6 6683.41 1223.56 55839.3 26631.7 65732.2 120015 40740.4 -482.689 -59402.6 1095.21 -120084 -16060.8 -65232.6 18041.2 -9935.69 -29933.2 -119795 4983.43 15072.9 24924.1 -11732 -45983 35649.3 6447.36 10172.6
internal_weight=0 69234 8241 1045 845 798 7196 218 192 138 85 49 6978 182 6796 96 1616 179 732 1437 614 110 823 687 622 236 136 44 5180 4421
internal_count=4318164 69234 8241 1045 845 798 7196 218 192 138 85 49 6978 182 6796 96 1616 179 732 1437 614 110 823 687 622 236 136 44 5180 4421
is_linear=0
shrinkage=0.1


Tree=1018
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 5 5 0 2 0 5 1 3 0 1 5 5 5 5 1 0 0 0 5 1 1 0 5 0 1
split_gain=6.34896e+12 3.41992e+13 4.20041e+13 4.44992e+13 6.45677e+13 6.43686e+13 5.37357e+13 5.58897e+13 4.36677e+13 4.29707e+13 3.94104e+13 5.89072e+13 6.97831e+13 5.10601e+13 4.2072e+13 3.68193e+13 5.16664e+13 7.46686e+13 5.3728e+13 3.62835e+13 3.42256e+13 7.59837e+13 6.59099e+13 6.31453e+13 6.16112e+13 1.24143e+14 2.17136e+14 6.11196e+13 4.89061e+13 4.87534e+13
threshold=3.5000000000000004 1.5000000000000002 30.102666750000001 30.305955500000003 59.916647550000008 49.010000000000012 114.05000000000001 60.035045000000004 2.5000000000000004 59.950068600000009 93.00500000000001 30.278357500000002 2.5000000000000004 59.990816400000007 30.388336800000001 142.05000000000004 112.04500000000002 79.010000000000005 116.06000000000002 30.502469200000004 55.56564190000001 55.795550600000006 55.078308950000007 142.05000000000004 37.516458750000005 37.314272700000011 55.455204450000004 128.92000000000004 55.518428350000008 37.342273500000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 15 4 -4 -6 7 -7 -9 -8 -1 12 -12 -14 -13 16 17 -3 -18 -16 22 23 -5 -22 25 -24 -27 -23 -28 -30
right_child=-2 2 3 20 5 6 9 8 -10 -11 11 14 13 -15 19 -17 18 -19 -20 -21 21 27 24 -25 -26 26 28 -29 29 -31
leaf_value=1497.1185889509743 -29.681243183833786 -8746.1083896466571 -9147.1923360845085 -352.28449327647672 -9350.3093128022701 117506.96903190807 -92688.254545454547 -39579.291476562503 104862.62736545141 74161.749811422414 10797.224541859568 -65412.16560627141 92691.677869897976 282297.837890625 111197.21285807293 -101491.14153645834 163659.2172348485 -69955.706082435645 -2812.159998337766 10224.051541787152 -13774.720404128602 -601.58482673559615 -477.19626610693996 69218.839656838041 5010.9436074256046 -1375.9364768769351 163720.63820963542 -32270.274131128012 -5807.384865359043 107824.87896525067
leaf_weight=102656 4074053 1633 372 72620 147 197 33 50 36 29 81 73 49 20 36 48 33 227 47 3106 6436 43922 770 93 10097 323 120 618 47 192
leaf_count=102656 4074053 1633 372 72620 147 197 33 50 36 29 81 73 49 20 36 48 33 227 47 3106 6436 43922 770 93 10097 323 120 618 47 192
internal_value=0 495.361 -541.76 -330.974 22291.3 46061.9 69672.3 88144.7 20884.8 -14645.5 1846.19 12495.2 73749.5 147650 9637.3 -14972.5 -12831.8 -16216.3 65857.3 11381 -475.502 -2517.82 763.662 -12592.5 7780.72 27041.3 58110.7 -1040.99 111632 85478.8
internal_weight=0 244111 138090 136102 864 492 345 283 86 62 106021 3365 150 69 3215 1988 1940 1860 80 3142 135238 51069 84169 6529 11549 1452 682 44540 359 239
internal_count=4318164 244111 138090 136102 864 492 345 283 86 62 106021 3365 150 69 3215 1988 1940 1860 80 3142 135238 51069 84169 6529 11549 1452 682 44540 359 239
is_linear=0
shrinkage=0.1


Tree=1019
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 1 1 5 5 0 3 3 6 5 5 5 4 0 3 1 5 5 5 5 5 5 3 1
split_gain=6.06033e+12 5.22052e+13 2.91244e+14 2.884e+14 2.68328e+14 2.36347e+14 2.20616e+14 1.59576e+14 1.4957e+14 2.03857e+14 1.45969e+14 1.34974e+14 1.34746e+14 2.06624e+14 1.38966e+14 1.44847e+14 1.77278e+14 1.85026e+14 1.37466e+14 2.16238e+14 3.55152e+14 1.77704e+14 1.33522e+14 1.29567e+14 1.28301e+14 1.25923e+14 1.23541e+14 1.23434e+14 1.80956e+14 1.7727e+14
threshold=59.896318000000008 59.932719750000011 30.578016350000002 30.362552800000003 20.500000000000004 19.500000000000004 30.434657650000002 30.468306550000005 30.502469200000004 97.050000000000011 44.410000000000004 59.904813200000007 15.500000000000002 17.500000000000004 1.5000000000000002 56.835000000000008 84.030000000000015 70.50500000000001 2.5000000000000004 59.904813200000007 7.5000000000000009 30.259484550000003 82.00500000000001 83.010000000000005 85.91500000000002 86.02500000000002 51.815000000000005 59.025000000000013 6.5000000000000009 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 27 25 22 9 11 -2 -9 18 -14 -15 -16 17 -17 -12 -20 23 -22 26 -21 -4 -7 -8 29 -29 -5
right_child=1 -3 24 5 -6 6 7 8 -10 -11 12 -13 13 14 15 16 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-33.622188861099055 12234.34113987982 -130.49908651965524 -37678.001506549794 39723.498451374711 -55406.881320414774 -58390.234815245276 8553.0555695252224 -113671.13242253043 -2018.3995971150869 202266.32921875 -19581.668909427313 -21668.625653698982 118490.0328467033 -67993.345178865129 -95664.520743336412 74769.457292054183 -15287.488458502783 317129.82127976191 -38274.308450691402 18771.947197831043 -85138.537059294875 71459.786776222274 -42519.683780209809 -19415.671993988755 -195300.56498842593 88218.190873015876 42839.264540896256 -13569.613554406435 34895.766491179478 6030.0071796942102
leaf_weight=3996272 5171 271614 1182 1867 993 836 2815 298 4660 30 6879 343 207 190 68 126 146 42 1126 1467 78 1021 353 2253 54 63 1677 886 5904 9543
leaf_count=3996272 5171 271614 1182 1867 993 836 2815 298 4660 30 6879 343 207 190 68 126 146 42 1126 1467 78 1021 353 2253 54 63 1677 886 5904 9543
internal_value=0 417.418 3377.4 4585.67 -4746.69 10887 -631.307 3563.75 -8374.43 -52516.2 -2067.16 -64440.5 -7503.69 32878 1895.99 36657.7 65313.5 135360 -9956.69 1180.44 10399.4 60345.4 16699.5 -4356.2 -44564.4 -48116.2 21353.1 17896.2 28571.7 11543.2
internal_weight=0 321892 50278 49042 19767 29275 11075 10176 5331 671 18774 641 13603 779 572 382 314 168 12824 5945 4819 1099 4845 3720 1236 899 4492 18200 6790 11410
internal_count=4318164 321892 50278 49042 19767 29275 11075 10176 5331 671 18774 641 13603 779 572 382 314 168 12824 5945 4819 1099 4845 3720 1236 899 4492 18200 6790 11410
is_linear=0
shrinkage=0.1


Tree=1020
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 5 1 5 0 1 2 0 1 1 1 0 4 5 5 1 3 1 3 5 3 3 5 0 3 1
split_gain=5.96156e+12 1.51981e+14 2.24807e+14 2.60717e+14 1.11931e+14 9.60239e+13 9.16251e+13 8.59203e+13 8.52007e+13 1.89084e+14 9.48651e+13 8.11098e+13 1.74358e+14 2.03617e+14 1.39535e+14 2.21534e+14 2.08124e+14 2.03068e+14 1.47964e+14 1.2871e+14 1.01499e+14 9.98041e+13 1.15206e+14 9.18538e+13 8.19049e+13 8.06024e+13 7.65585e+13 7.18712e+13 7.5426e+13 7.70826e+13
threshold=55.193434200000006 55.299834250000011 38.633372000000001 10.500000000000002 86.02500000000002 59.245000000000012 60.08989780000001 75.750000000000014 55.388132500000005 37.777459000000007 11.500000000000002 55.120365700000008 82.902675200000019 60.837513500000007 61.42204370000001 55.173809400000003 1.5000000000000002 78.710000000000022 70.50500000000001 39.188277450000008 18.500000000000004 61.396377350000009 16.500000000000004 150.04500000000004 3.5000000000000004 24.500000000000004 86.02500000000002 55.160271200000004 5.5000000000000009 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 7 -5 -4 -7 -2 9 10 -3 -1 13 19 15 16 -15 20 -16 25 -17 22 -18 -23 -14 27 -21 28 29 -13
right_child=1 8 5 4 -6 6 -8 -9 -10 -11 -12 12 24 14 18 17 21 -19 -20 26 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.1792056454416908 -3640.5608639869338 17277.613994032377 -5084.2172017820103 71372.527298611865 279754.24398148147 -53692.744234116275 -14496.590590008131 95625.621288012437 -93.054955700529831 1152.5334417478018 68880.800718018872 -46348.066010923452 7830.7438227815455 3913.1270650084925 2309.2710128083991 7450.9119717664626 39486.286723530699 -22849.26513932932 -24771.366937520244 -22301.379228168254 -23442.082104672183 16380.419569630656 10619.715426023913 -88876.891345796132 -23327.678747763446 129089.84002685547 -121213.81270751954 -20371.130836124968 18684.127878880365 3381.508678310252
leaf_weight=2138938 1397 6191 20663 569 27 636 9575 93 2030321 24634 378 431 1113 8193 21934 21447 5403 2753 2222 3580 1119 6373 1858 84 3486 48 80 1400 2092 1126
leaf_count=2138938 1397 6191 20663 569 27 636 9575 93 2030321 24634 378 431 1113 8193 21934 21447 5403 2753 2222 3580 1119 6373 1858 84 3486 48 80 1400 2092 1126
internal_value=0 -121.068 -6857.92 24914.5 80812.6 -9004.62 -16938 2555.25 -13.3577 5172.39 20247 114.034 3148.28 4234.88 6000.29 9162.12 16524.3 2790.95 -181.753 -10156.5 5918.99 24056.2 32099.7 15011.1 -15787.1 116.831 -24463.4 -1109.29 6280.83 -10384.4
internal_weight=0 2.09448e+06 32960 2086 596 30874 10211 1490 2.06152e+06 31203 6569 2.22368e+06 84742 80143 71386 47230 21911 25319 24156 8757 22566 13718 7261 6457 4599 5097 3660 5049 3649 1557
internal_count=4318164 2094484 32960 2086 596 30874 10211 1490 2061524 31203 6569 2223680 84742 80143 71386 47230 21911 25319 24156 8757 22566 13718 7261 6457 4599 5097 3660 5049 3649 1557
is_linear=0
shrinkage=0.1


Tree=1021
num_leaves=31
num_cat=0
split_feature=5 4 6 1 1 1 1 1 1 1 0 3 5 5 3 5 2 0 3 3 5 5 6 4 5 0 2 3 0 0
split_gain=6.00268e+12 9.62071e+13 2.18151e+14 1.51561e+14 7.02592e+13 7.62602e+13 1.89494e+14 1.51226e+14 1.21799e+14 1.98644e+14 9.86797e+13 9.31161e+13 9.1928e+13 8.8421e+13 7.56647e+13 6.81201e+13 6.73721e+13 6.71986e+13 6.48443e+13 6.47374e+13 6.32934e+13 1.11831e+14 6.29628e+13 1.09426e+14 1.83723e+14 1.2959e+14 1.29755e+14 1.00118e+14 9.0211e+13 1.92632e+14
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.933113850000026 20.507360500000004 37.503486000000002 37.475443250000005 37.692869000000009 38.911476500000006 38.975980350000007 55.851332700000007 8.5000000000000018 82.00500000000001 101.05000000000001 4.5000000000000009 74.610000000000014 3.5000000000000004 44.580511600000001 31.500000000000004 5.5000000000000009 118.33500000000002 150.04500000000004 1.5000000000000002 3.5000000000000004 110.05000000000001 47.208883950000008 1.5000000000000002 37.500000000000007 45.053747000000008 45.013473000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 14 6 13 12 17 11 -8 -10 18 -6 -2 -1 -13 -9 -7 -15 -21 -22 -3 24 25 28 -27 -28 29 -24
right_child=1 22 -4 -5 5 7 10 8 9 -11 -12 16 -14 19 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=26.821477060698072 132868.74396792764 -849.5612449463647 -7662.3233614173751 -13301.050824074549 5275.0572286577235 120782.6079769308 -26618.293489583331 55435.663225446435 -50580.190151515155 11213.858456166585 -291457.80183823529 295832.68299005687 25553.143197256384 46430.517883300781 21206.024823288692 -2656.5120304513998 110279.45054428186 -49779.530133096705 -30302.960656738283 -32349.093202001724 -203697.37771139707 10486.744129060446 -4378.5750956986476 -1494.5904126716475 -4434.9599809773399 -4252.776031680748 6751.9540775050482 -117389.26313100963 -7886.7971898877731 17293.471820370552
leaf_weight=3762241 95 137661 39151 3359 3468 253 24 70 33 8544 34 22 317 64 168 97048 177 457 32 213 68 38 11963 73411 28010 11922 120144 65 12871 6241
leaf_count=3762241 95 137661 39151 3359 3468 253 24 70 33 8544 34 22 317 64 168 97048 177 457 32 213 68 38 11963 73411 28010 11922 120144 65 12871 6241
internal_value=0 341.924 -3518.78 5785.18 10339.5 9364.67 -2462.58 14032.3 10889.1 13693 -181869 104994 62605.7 239.462 61540.5 -40.6552 130793 -35804.1 103819 -45357 -63772 -126914 884.982 1787.3 3047.28 4331.41 5697.94 6684.83 -1479.11 3051.4
internal_weight=0 458875 56587 17436 14077 13814 3909 9905 9303 8776 58 232 602 3851 263 3.85929e+06 199 527 285 383 319 106 402288 264627 191216 163206 132131 120209 31075 18204
internal_count=4318164 458875 56587 17436 14077 13814 3909 9905 9303 8776 58 232 602 3851 263 3859289 199 527 285 383 319 106 402288 264627 191216 163206 132131 120209 31075 18204
is_linear=0
shrinkage=0.1


Tree=1022
num_leaves=31
num_cat=0
split_feature=0 0 3 1 0 0 1 3 1 5 1 5 1 1 3 5 1 0 4 3 1 5 5 3 5 1 5 3 3 2
split_gain=6.7709e+12 2.77666e+13 2.10731e+14 1.58314e+14 2.19268e+14 1.40676e+14 1.26481e+14 1.78236e+14 1.48567e+14 1.11252e+14 1.08262e+14 9.62309e+13 8.96526e+13 2.06124e+14 2.61161e+14 1.11371e+14 9.4709e+13 1.16719e+14 2.03495e+14 1.19029e+14 9.05559e+13 7.94574e+13 7.47814e+13 6.58009e+13 6.47394e+13 6.17142e+13 5.69871e+13 5.64361e+13 1.31279e+14 7.47529e+13
threshold=45.098908000000009 46.672631750000008 20.500000000000004 38.950530550000003 45.254062050000009 45.112033650000008 38.891822450000006 9.5000000000000018 36.761894450000007 44.205000000000005 47.981192400000005 114.05000000000001 40.247294600000011 39.110397700000007 7.5000000000000009 71.00500000000001 39.011252750000004 45.112033650000008 3.5000000000000004 12.500000000000002 44.083877800000003 70.50500000000001 109.05000000000001 9.5000000000000018 49.505000000000003 38.959914000000005 109.05000000000001 6.5000000000000009 4.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 9 -7 -8 12 -4 13 16 -15 -16 17 18 19 -5 24 -19 -22 -12 -14 -21 -25 28 -11 -30
right_child=1 -3 11 10 -6 6 7 -9 -10 27 23 -13 20 14 15 -17 -18 21 -20 25 22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=325.51933538056198 -11128.886209339085 -11.914905122912279 33616.764407829491 22565.453640711112 -9023.9037323229313 58750.807896945909 22084.943488375993 -36538.345204315185 -13439.156857735772 41801.121541608649 7738.3181372973386 221016.88364955361 -12168.926058970632 2559.4705565224053 35081.14218802251 101537.27473763199 -12639.867889562545 -5722.5375355772676 154509.74669667121 -30384.885551037263 3846.237531587793 -30993.276491750708 -152570.07326423892 66761.424872996271 -33169.903924359664 872.82256245958661 -68284.011328125009 33336.874563255587 4007.3114757191051 116971.84390520035
leaf_weight=556621 1279 3695737 1282 2652 4726 365 1675 320 1302 788 882 28 3110 4240 806 367 15868 12087 92 720 2180 1387 31 386 2780 5147 34 685 66 521
leaf_count=556621 1279 3695737 1282 2652 4726 365 1675 320 1302 788 882 28 3110 4240 806 367 15868 12087 92 720 2180 1387 31 386 2780 5147 34 685 66 521
internal_value=0 -48.1693 -2084.26 -2890.75 7618.94 18853.6 25555.4 35088 2367.28 41224.7 -5226.35 37622.3 -5946.77 -4142.87 14112.6 55873.5 -6746.55 -2512.21 6581.56 4984.02 -15603.3 -8323.88 1653.15 23251.5 -22081.1 -2963.13 55829.2 56787.3 68469.9 104271
internal_weight=0 3.76154e+06 65806 64496 11727 7001 5722 4055 1667 3735 52769 1310 51467 43366 5413 1173 37953 22085 8611 8519 8101 13474 2211 1302 5890 5867 420 2060 1375 587
internal_count=4318164 3761543 65806 64496 11727 7001 5722 4055 1667 3735 52769 1310 51467 43366 5413 1173 37953 22085 8611 8519 8101 13474 2211 1302 5890 5867 420 2060 1375 587
is_linear=0
shrinkage=0.1


Tree=1023
num_leaves=31
num_cat=0
split_feature=5 4 3 3 2 2 3 0 0 0 2 4 2 0 1 1 0 0 0 2 3 3 0 3 1 2 0 1 4 1
split_gain=6.78801e+12 1.11965e+13 2.79272e+13 2.98154e+13 2.77509e+13 2.71855e+13 2.70666e+13 2.58136e+13 6.67957e+13 5.82468e+13 3.04183e+13 2.68434e+13 3.60605e+13 3.26366e+13 2.99843e+13 3.70921e+13 2.29555e+13 2.24514e+13 5.94097e+13 5.10089e+13 8.41707e+13 6.14949e+13 5.23989e+13 6.42017e+13 3.78618e+13 3.57746e+13 3.45348e+13 2.98333e+13 3.07219e+13 2.68625e+13
threshold=225.45000000000002 3.5000000000000004 14.500000000000002 24.500000000000004 14.500000000000002 10.500000000000002 17.500000000000004 47.208883950000008 54.986619450000006 55.034903650000011 8.5000000000000018 2.5000000000000004 1.5000000000000002 55.664473600000008 47.981192400000005 39.767857750000005 55.078308950000007 55.91302515000001 55.793358600000012 2.5000000000000004 5.5000000000000009 9.5000000000000018 56.876792350000009 7.5000000000000009 83.691301500000009 2.5000000000000004 57.157092150000004 60.479177250000006 4.5000000000000009 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 16 7 -6 -2 10 -10 -9 12 -11 -13 15 -15 -4 18 24 29 27 22 23 -22 -3 -26 -24 28 -21 -19
right_child=1 17 3 -5 6 -7 -8 8 9 11 -12 13 -14 14 -16 -17 -18 19 -20 20 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.9408801202125043 30926.630380652088 -1014.3053125781697 -84014.549933464979 63522.552984619142 -27253.363318201016 103004.94656479779 103061.345703125 -25253.101606276941 188463.63203125002 -19417.141573712386 -149504.64784226191 -119044.41634837964 39348.216643082298 2927.2710727539065 -38088.559847184071 164062.12062500001 -18733.340777402937 -185718.77580078127 143331.00912760416 -51513.536257102271 -42330.336922781811 35399.084691722972 50920.605147058828 -254621.93453663794 -800.50644531250009 168508.4137019231 -91608.629549632358 175168.09869791669 93216.391882046795 -57329.390083451712
leaf_weight=4313902 530 1749 91 40 37 34 28 319 20 135 21 27 461 50 91 20 132 20 30 22 28 74 34 29 24 26 34 24 44 88
leaf_count=4313902 530 1749 91 40 37 34 28 319 20 135 21 27 461 50 91 20 132 20 30 22 28 74 34 29 24 26 34 24 44 88
internal_value=0 3988.87 9348.18 -17377.7 -28613.8 14480.6 28882.2 12682.6 4230.33 19943.8 -32927.5 15644.8 26037.3 -17301.3 -238.838 48965.8 -45372.8 -912.998 3765.95 -22469.1 -556.707 -36850 -79621.4 -150338 1438.57 87240.1 -20344 79691.8 44973.1 -81105.2
internal_weight=0 4262 2036 328 288 1708 65 1674 1144 804 340 784 596 188 161 70 223 2226 1829 397 289 199 125 57 1799 50 68 90 66 108
internal_count=4318164 4262 2036 328 288 1708 65 1674 1144 804 340 784 596 188 161 70 223 2226 1829 397 289 199 125 57 1799 50 68 90 66 108
is_linear=0
shrinkage=0.1


Tree=1024
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 3 1 5 1 1 5 4 3 4 3 5 5 5 1 0 1 0 3 3 5 5 1 5 5 0
split_gain=5.88189e+12 4.57704e+13 5.27742e+13 9.56289e+13 7.62086e+13 1.00178e+14 1.19642e+14 7.71753e+13 9.30488e+13 6.97123e+13 5.87202e+13 4.363e+13 4.22744e+13 4.03235e+13 4.9601e+13 4.11783e+13 5.39673e+13 5.16508e+13 3.52807e+13 1.1215e+14 1.26065e+14 9.16134e+13 7.23768e+13 7.01386e+13 6.31751e+13 6.02153e+13 5.42892e+13 5.37609e+13 4.87472e+13 4.74415e+13
threshold=47.249522000000006 47.222459950000008 1.5000000000000002 9.5000000000000018 39.666208800000007 10.500000000000002 39.714575750000009 56.205000000000005 39.726951800000002 39.826386800000009 120.05000000000001 2.5000000000000004 18.500000000000004 1.5000000000000002 11.500000000000002 123.15000000000002 118.33500000000002 161.85000000000002 39.714575750000009 45.055827000000008 47.981192400000005 45.029420750000007 12.500000000000002 23.500000000000004 68.52500000000002 225.45000000000002 41.900971000000006 161.85000000000002 109.05000000000001 44.226894250000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 12 -4 -5 7 13 -6 11 10 -10 -9 -3 14 -7 16 -15 -17 -1 21 23 29 -22 24 -21 26 -23 -28 -24 -20
right_child=-2 2 3 4 5 6 -8 8 9 -11 -12 -13 -14 15 -16 17 -18 -19 19 20 22 25 28 -25 -26 -27 27 -29 -30 -31
leaf_value=485.41355757893211 -52.434300703128557 7860.0426314638144 -368.57960941292549 1458.448378854976 13464.743245535836 -129150.92874348958 1987.8527859208371 64479.465680681198 77873.678512752755 846.34858798668029 251924.38125000001 6707.5936673880924 -7866.3086397620636 35687.881826893099 15577.696291935552 -72528.377906334921 161149.62696428574 109984.75734375001 204.68207100797852 -6972.8459664276179 11019.167531204224 159538.15717773439 78322.447264224917 12132.754305160677 -20127.655679235406 148952.7574124244 9651.3791619699641 -75372.720377604172 -70198.781445312503 -4697.9595921420851
leaf_weight=490121 3592952 2302 19910 8035 1420 24 7344 171 629 122 20 555 6639 1679 1776 69 35 20 119064 25382 1040 24 279 1681 4264 31 8817 75 24 23660
leaf_count=490121 3592952 2302 19910 8035 1420 24 7344 171 629 122 20 555 6639 1679 1776 69 35 20 119064 25382 1040 24 279 1681 4264 31 8817 75 24 23660
internal_value=0 259.778 3155.92 4647.17 9207.37 13698.3 9310.37 30165.6 46007.3 70200.1 83237.3 20315 -3817.31 24235.9 13648 34806.1 38249.8 -31514.2 41.8568 -1137.46 -6452 7.29374 23549.6 -7738.18 -8864.91 9823.37 9339.63 8934.24 66558.4 -608.051
internal_weight=0 725212 50750 41809 21899 13864 10947 2917 1497 771 649 726 8941 3603 1800 1803 1714 89 674462 184341 32670 151671 1343 31327 29646 8947 8916 8892 303 142724
internal_count=4318164 725212 50750 41809 21899 13864 10947 2917 1497 771 649 726 8941 3603 1800 1803 1714 89 674462 184341 32670 151671 1343 31327 29646 8947 8916 8892 303 142724
is_linear=0
shrinkage=0.1


Tree=1025
num_leaves=31
num_cat=0
split_feature=1 1 0 4 3 5 5 0 5 1 3 4 0 6 5 0 1 5 5 3 0 5 0 0 1 0 1 6 1 5
split_gain=6.63739e+12 3.9233e+13 2.81454e+14 9.86317e+13 8.43769e+13 5.34913e+13 4.87082e+13 4.67182e+13 5.19492e+13 4.71764e+13 5.11016e+13 6.44583e+13 4.25479e+13 6.40812e+13 4.14734e+13 3.75385e+13 7.96011e+13 3.78022e+13 3.62867e+13 4.98846e+13 3.58021e+13 1.20816e+14 1.39876e+14 1.36691e+14 1.16556e+14 1.63713e+14 1.28398e+14 1.14871e+14 1.50795e+14 1.06849e+14
threshold=39.694727950000008 39.488326500000007 47.297889100000013 1.5000000000000002 24.500000000000004 107.05000000000001 74.610000000000014 44.226894250000008 33.395000000000003 39.036172050000012 4.5000000000000009 2.5000000000000004 43.642715500000008 1.5000000000000002 74.610000000000014 63.563300600000012 33.101335500000005 75.015000000000015 72.705000000000013 5.5000000000000009 57.60800230000001 36.995000000000012 58.049540950000008 60.693675950000006 56.135466100000009 57.641335050000002 39.899261850000009 1.5000000000000002 39.863684800000009 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 12 -5 8 -1 10 11 -10 13 -3 -6 -9 -17 -18 19 -15 -2 -22 24 -24 25 26 27 28 -23 -29
right_child=20 2 3 6 14 -7 -8 15 9 -11 -12 -13 -14 18 -16 16 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=11196.841586935816 9.7674061630404196 160393.70403320313 -6732.1367387673135 -21604.344467996216 -9452.2378599710974 -33193.580879626294 -46044.55300617218 -12.267250971585625 33673.285659555288 -17377.03670659144 1939.6144562825521 241255.25818452379 1869.8992172055187 -40960.335923295235 -50099.724593838779 9213.251137769983 -31002.323970247056 -148988.87006835939 -106503.53789062501 76410.950705704599 -3573.3288680473729 38773.818529500742 -7724.8703360008922 3178.4183566307261 11474.705379523304 -1505.9950780121521 -4204.7039976180586 20596.079919375206 -12449.965473087776 62185.83400971708
leaf_weight=1009 2356990 40 5191 5174 5104 434 968 1737709 52 4004 375 21 48170 55 264 752 900 28 20 106 34751 782 18391 30678 25295 28021 3652 6376 2168 684
leaf_count=1009 2356990 40 5191 5174 5104 434 968 1737709 52 4004 375 21 48170 55 264 752 900 28 20 106 34751 782 18391 30678 25295 28021 3652 6376 2168 684
internal_value=0 -145.918 -2548.14 -16879.8 448.931 1757.29 -25456.2 -55.7054 -9290.48 -13933.7 16840.9 93388.6 2070.75 45848.1 -11451.3 -26.7119 -14967.5 -34562.3 20534.1 36315.2 105.339 1599.13 3148.06 -908.121 6119.67 2870 11845.2 17700.8 1128.68 24625.5
internal_weight=0 1.81038e+06 65526 11333 54193 48825 6142 1.74485e+06 5461 4452 448 73 48391 221 5368 1.73939e+06 1680 928 181 161 2.50779e+06 150798 116047 49069 66978 41683 13662 10010 2950 7060
internal_count=4318164 1810376 65526 11333 54193 48825 6142 1744850 5461 4452 448 73 48391 221 5368 1739389 1680 928 181 161 2507788 150798 116047 49069 66978 41683 13662 10010 2950 7060
is_linear=0
shrinkage=0.1


Tree=1026
num_leaves=31
num_cat=0
split_feature=3 6 1 1 5 3 0 5 1 5 1 1 1 2 1 2 2 3 4 2 5 5 5 5 1 0 5 4 5 5
split_gain=6.55498e+12 3.36406e+13 4.53638e+13 6.49919e+13 4.14031e+13 4.49897e+13 3.97543e+13 6.7228e+13 5.86167e+13 4.65565e+13 8.82176e+13 9.67484e+13 1.64666e+14 9.98112e+13 7.57874e+13 9.01376e+13 8.22664e+13 5.71421e+13 8.70593e+13 7.41812e+13 1.01604e+14 1.18677e+14 9.12199e+13 6.30337e+13 5.64607e+13 5.10468e+13 5.49332e+13 4.22777e+13 4.1894e+13 4.73836e+13
threshold=3.5000000000000004 1.5000000000000002 30.388336800000001 30.315880100000005 123.15000000000002 2.5000000000000004 44.039893800000009 40.005000000000003 43.808567100000012 53.005000000000003 39.726951800000002 39.863684800000009 39.826386800000009 1.5000000000000002 39.969502550000009 2.5000000000000004 1.5000000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 107.05000000000001 97.050000000000011 65.905000000000015 62.995000000000012 40.247294600000011 43.592450450000008 101.05000000000001 2.5000000000000004 120.05000000000001 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -3 9 24 17 12 13 -12 15 16 -13 -11 19 22 21 23 -19 -21 -9 26 -15 -24 29 -18
right_child=-2 6 4 -5 5 -7 -8 8 -10 10 11 14 -14 25 -16 -17 28 18 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-18061.924616915738 -30.15897752202687 -2999.3535307445813 -2123.3087238534258 -123614.32121478874 458.0142757161459 -68786.653968032537 569.50300931372067 -8153.5067424458412 -0.98345640357679887 9314.1665662977448 96503.119671630862 129517.12615665584 -202712.86402853264 -21557.281932291669 18403.892833476715 177912.66143152575 14003.401056050147 56136.312623355261 -56985.108231707316 131576.98038934931 -82926.108783783799 328160.93773437501 346851.25567129633 30990.192137984159 30209.764747774032 -95929.467192206328 151129.88080357143 169885.57728587964 116129.92478966346 -130200.52197580645
leaf_weight=327 4074053 3865 18766 71 180 196 215040 894 1938 144 80 77 46 150 907 68 86 38 41 111 37 20 27 142 672 83 21 27 26 31
leaf_count=327 4074053 3865 18766 71 180 196 215040 894 1938 144 80 77 46 150 907 68 86 38 41 111 37 20 27 142 672 83 21 27 26 31
internal_value=0 503.334 -3476.39 -36891.6 -2781.62 -35637.6 849.611 7169.44 14106 21439.5 30950.3 18618.5 -25333 -903.476 32594.7 77285.9 46183.1 64038.4 81826.8 95984.3 72582.6 93658.9 174838 75121.2 8308.89 -31582.7 -350.087 258368 1310.87 -24204.5
internal_weight=0 244111 19540 398 19142 376 224571 9531 5666 3728 2162 1575 380 334 1195 288 220 587 443 402 310 273 92 253 1566 254 171 54 143 117
internal_count=4318164 244111 19540 398 19142 376 224571 9531 5666 3728 2162 1575 380 334 1195 288 220 587 443 402 310 273 92 253 1566 254 171 54 143 117
is_linear=0
shrinkage=0.1


Tree=1027
num_leaves=31
num_cat=0
split_feature=5 5 6 4 0 0 3 0 1 3 4 0 5 5 1 1 5 0 1 1 1 0 3 3 4 0 5 1 1 0
split_gain=6.56581e+12 9.15795e+13 4.37822e+13 5.17441e+13 5.17201e+13 6.37952e+13 6.77634e+13 6.43442e+13 6.65386e+13 4.61566e+13 5.20982e+13 4.56857e+13 4.58898e+13 4.5646e+13 4.3481e+13 5.14651e+13 4.32992e+13 4.599e+13 3.98935e+13 4.06655e+13 3.97126e+13 3.96833e+13 4.89745e+13 3.92901e+13 3.84342e+13 6.11999e+13 5.31806e+13 4.91294e+13 4.46407e+13 3.54204e+13
threshold=34.010000000000012 35.505000000000003 1.5000000000000002 1.5000000000000002 55.518428350000008 55.727011600000004 22.500000000000004 55.657530000000008 37.832345550000007 25.500000000000004 -1.0000000180025095e-35 55.664473600000008 23.035000000000004 32.475000000000001 37.889331900000009 39.863684800000009 31.795000000000005 55.628356700000005 38.096381250000007 30.451272450000005 30.451272450000005 59.755965500000009 7.5000000000000009 9.5000000000000018 1.0000000180025095e-35 44.580511600000001 33.585000000000008 82.784560750000011 82.957885500000017 55.050600750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 4 13 24 7 -7 9 11 10 16 12 -9 -4 -10 -16 -6 -18 19 -15 21 -2 -23 -13 27 -26 -27 -1 -29 -22
right_child=1 -3 3 -5 5 6 -8 8 14 -11 -12 23 -14 18 15 -17 17 -19 -20 -21 29 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-6176.33921917312 -17587.710597962119 35.223751913338326 344.4650996809911 -5043.3978271934357 15182.306803473861 1446.9667828777228 -5585.0662693914874 21340.78593958413 -6374.8217969829775 -35896.198840266501 -3125.9104556353304 91057.014843750003 73472.840414569029 5510.4856615924764 26934.264497319062 -5695.4408821236293 -77681.191084085061 65845.335526670257 3382.9017886562174 -3086.4795054150582 -1375.7303871529127 27756.2954085456 1868.148256966017 15933.037492207508 12998.741346423321 -6247.6513670639761 3463.6596157559638 10092.996324065336 -54.163764873491019 -5250.4927287572218
leaf_weight=10737 972 3494072 385765 15090 3025 46681 19398 328 1741 326 5922 72 348 7454 1325 761 97 29 105537 21013 40833 774 13077 2105 1947 45988 6427 5236 25210 55874
leaf_count=10737 972 3494072 385765 15090 3025 46681 19398 328 1741 326 5922 72 348 7454 1325 761 97 29 105537 21013 40833 774 13077 2105 1947 45988 6427 5236 25210 55874
internal_value=0 -54.8172 277.378 729.198 -1082.53 757.229 -617.341 6406.23 13910 1073.21 2401.55 25469.1 48178 896.788 5292.68 15030.5 12789.9 -44647.3 2486.79 -835.39 -2875.67 1944.13 3314.79 18417.6 -2664.52 -4410.2 -5056.87 -360.195 1690.91 -3614.44
internal_weight=0 3.6056e+06 712562 534859 177703 82158 66079 16079 6680 9399 9073 2853 676 519769 3827 2086 3151 126 134004 28467 111530 14823 13851 2177 95545 54362 52415 41183 30446 96707
internal_count=4318164 3605602 712562 534859 177703 82158 66079 16079 6680 9399 9073 2853 676 519769 3827 2086 3151 126 134004 28467 111530 14823 13851 2177 95545 54362 52415 41183 30446 96707
is_linear=0
shrinkage=0.1


Tree=1028
num_leaves=31
num_cat=0
split_feature=5 5 0 1 3 5 5 1 5 1 1 0 1 5 3 0 3 4 3 5 2 1 3 1 5 4 3 0 0 1
split_gain=6.96469e+12 4.00546e+13 5.75536e+13 7.44182e+13 7.67791e+13 1.21596e+14 5.88029e+13 4.90419e+13 4.07029e+13 5.0082e+13 1.33974e+14 7.489e+13 5.7935e+13 8.74434e+13 5.7149e+13 5.72906e+13 5.18132e+13 4.59598e+13 9.31339e+13 4.73343e+13 7.43837e+13 6.13512e+13 4.51675e+13 6.27188e+13 8.40161e+13 4.8742e+13 4.66371e+13 4.40208e+13 6.45083e+13 1.20372e+14
threshold=41.995000000000012 40.005000000000003 44.039893800000009 39.739656000000004 11.500000000000002 40.905000000000008 41.305000000000007 30.346469350000003 39.005000000000003 30.451272450000005 37.362912300000012 59.755965500000009 37.39371280000001 28.035000000000004 6.5000000000000009 55.86787755000001 27.500000000000004 2.5000000000000004 9.5000000000000018 26.005000000000006 2.5000000000000004 30.425002000000003 16.500000000000004 30.362552800000003 39.355000000000011 1.5000000000000002 9.5000000000000018 57.147575200000006 56.367862600000002 38.058342000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -6 -4 9 11 -11 -1 13 -12 -15 16 -16 19 -19 21 -21 -13 26 -24 -25 -26 -10 28 -14 -30
right_child=-2 2 7 -5 6 -7 -8 -9 22 10 12 17 27 14 15 -17 -18 18 -20 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-6312.3318868686165 -93.847154674822207 170219.78608984375 -6005.7690050953979 6743.8694004737663 91148.85353367019 -610.78112802734381 276930.23007812502 1859.2597977587459 365.14653346483283 -4093.7324276762274 -13591.130115556936 -5822.5269446280699 149.3465972709331 -6628.1301280750331 32407.92077301073 -19373.391308955441 -25071.461233904265 67444.526475562117 -50434.639662141308 10916.134636658802 2772.9390065399662 11097.247653333448 -13471.406072105878 13823.284306467795 -318.73415566057247 19023.270200062569 -3767.8900248045393 -2224.1712484012278 -45072.742448655059 3275.0685582830047
leaf_weight=9406 2793014 50 8351 1034 115 250 20 156537 40470 74833 1099 10602 848231 729 2574 270 167 82 367 13214 74235 2686 2636 5566 30503 1361 83908 67667 518 87669
leaf_count=9406 2793014 50 8351 1034 115 250 20 156537 40470 74833 1099 10602 848231 729 2574 270 167 82 367 13214 74235 2686 2636 5566 30503 1361 83908 67667 518 87669
internal_value=0 171.863 1636.49 21342.5 56043.7 27861 118672 1460.92 -7.45115 195.635 -11.2229 2222.75 291.581 11207.2 18494.2 24576.6 28905.9 3016.15 -28906.6 3158.44 4003.42 -2402.41 -1482.45 1437.58 2487.54 507.417 -2423.09 238.976 416.966 2991.08
internal_weight=0 1.52515e+06 166357 1469 435 300 135 164888 1.35879e+06 1.19435e+06 1.08376e+06 110592 1.00892e+06 4839 3740 3011 2741 101186 449 100737 87449 13288 164444 40066 37430 31864 124378 1.00408e+06 936418 88187
internal_count=4318164 1525150 166357 1469 435 300 135 164888 1358793 1194349 1083757 110592 1008924 4839 3740 3011 2741 101186 449 100737 87449 13288 164444 40066 37430 31864 124378 1004085 936418 88187
is_linear=0
shrinkage=0.1


Tree=1029
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 0 5 1 1 6 0 1 4 1 1 0 1 1 1 1 5 5 1 0 1 5 1 3 3 3
split_gain=6.16275e+12 1.22397e+14 1.8273e+14 2.11832e+14 1.0362e+14 8.65186e+13 8.74095e+13 7.55871e+13 1.07843e+14 7.50447e+13 7.12162e+13 1.37565e+14 1.45865e+14 1.34571e+14 8.43579e+13 6.77542e+13 1.55172e+14 3.50893e+14 1.72017e+14 3.578e+14 1.66371e+14 1.56124e+14 1.39444e+14 1.26565e+14 4.95175e+14 3.14296e+14 2.64772e+14 1.23754e+14 1.16501e+14 1.00099e+14
threshold=55.193434200000006 55.299834250000011 38.633372000000001 10.500000000000002 23.500000000000004 55.212972300000011 71.715000000000018 37.767735350000002 37.971176850000006 1.5000000000000002 55.416472000000006 38.058342000000003 1.5000000000000002 37.792847950000002 37.767735350000002 55.518428350000008 37.417247200000006 36.761894450000007 37.737121850000008 37.767735350000002 55.005000000000003 70.50500000000001 86.192907650000009 55.535913550000011 37.533784800000006 52.990000000000002 37.362912300000012 19.500000000000004 16.500000000000004 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 9 -7 -2 -9 -4 11 12 -3 14 -14 16 17 -12 28 21 -19 -20 -21 24 25 -17 -27 -22 -18 -29
right_child=1 10 5 4 -6 6 -8 8 -10 -11 15 -13 13 -15 -16 23 18 20 19 22 27 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=115.94178189386611 -18965.34587237929 -315.55390495164875 -13291.6971653197 61678.342610091611 228317.31625000003 -11074.250859017953 -37929.707174411997 55068.852950452863 -26898.608565152077 1875.0394192875056 -31084.509146388664 333.91217530683514 20778.474446738092 65309.32514461915 -12691.292250320148 15848.35721059776 -8563.6713788153847 12829.109939145601 18986.92168950439 -12096.526227464085 51050.354104603241 76837.53052936423 66868.059041389803 -115.05129070880326 -904.02735946559778 14747.499634742737 101953.46948384398 327728.4793911638 -27214.266861390439 96636.728007075479
leaf_weight=2223680 787 5521 4706 556 40 14208 1325 455 248 10635 1320 32985 6725 625 848 2209 10504 2053 3042 8078 1108 551 230 1966665 12461 512 1088 29 4917 53
leaf_count=2223680 787 5521 4706 556 40 14208 1325 455 248 10635 1320 32985 6725 625 848 2209 10504 2053 3042 8078 1108 551 230 1966665 12461 512 1088 29 4917 53
internal_value=0 -123.094 -6168.81 22476.3 72862.2 -8104.21 -13365.1 2321.98 26152.9 -2777.5 -26.4336 3834 12249.4 20711.3 17030.6 -115.919 -4689.02 12381.4 -7539.92 1492.28 30073.3 27858.5 -9910.46 -42.3853 8741.24 40295.4 74047.6 59823.2 -14510.4 178364
internal_weight=0 2.09448e+06 32960 2086 596 30874 15533 1490 703 15341 2.06152e+06 46704 13719 8198 7573 2.01482e+06 31885 4563 27322 11901 3243 3593 8308 1.98294e+06 16270 3809 1600 1190 15421 82
internal_count=4318164 2094484 32960 2086 596 30874 15533 1490 703 15341 2061524 46704 13719 8198 7573 2014820 31885 4563 27322 11901 3243 3593 8308 1982935 16270 3809 1600 1190 15421 82
is_linear=0
shrinkage=0.1


Tree=1030
num_leaves=31
num_cat=0
split_feature=5 5 5 3 1 3 3 1 0 0 1 0 0 0 1 1 1 5 2 0 4 3 0 1 1 3 5 0 0 0
split_gain=6.08692e+12 3.01655e+13 5.44548e+13 7.76999e+13 4.94846e+13 6.17246e+13 1.08849e+14 7.00394e+13 6.13386e+13 5.82093e+13 7.2756e+13 6.03396e+13 5.73101e+13 1.28333e+14 2.4325e+14 2.03899e+14 1.95406e+14 2.932e+14 2.51642e+14 1.83039e+14 1.69522e+14 1.34849e+14 1.76406e+14 3.3842e+14 1.61688e+14 1.67885e+14 1.55052e+14 1.43126e+14 1.425e+14 1.27403e+14
threshold=42.005000000000003 46.810000000000009 49.010000000000012 18.500000000000004 37.855187800000003 3.5000000000000004 4.5000000000000009 39.041623000000008 54.725565150000001 55.708120100000009 38.891822450000006 55.664473600000008 55.727011600000004 55.795550600000006 37.503486000000002 37.66934650000001 37.542000650000013 45.305000000000007 19.500000000000004 55.734663800000007 1.5000000000000002 5.5000000000000009 55.762622900000004 37.597123000000003 37.582182450000005 10.500000000000002 43.205000000000005 55.777112100000004 55.745923000000012 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 -6 -7 9 -2 11 -11 -8 -10 14 -14 16 18 21 -16 -19 -21 28 23 -23 25 -24 -25 -26 -18 -15
right_child=1 2 -4 -5 5 6 7 -9 12 10 -12 -13 13 29 15 -17 17 19 -20 20 -22 22 24 26 27 -27 -28 -29 -30 -31
leaf_value=154.68178450636154 7291.8699700720335 992.54947023899149 -98.266650968406793 7766.66078342945 3312.0449410047318 -10017.97138980538 -3597.0134041645792 -697.28970613494903 -3625.527491233172 -7940.0439416535801 -33931.074151049579 13429.001888523249 -17559.55270209807 -11829.270445640619 -19676.425455529912 3488.0442734985622 139088.51603125001 407628.86000000004 91204.941516376741 206223.70284146012 59434.32940702216 227140.78470651727 -103220.35848168546 -60080.517357157049 223329.83143378366 113674.79454941861 43544.273543622417 83755.431575520837 -45661.104008152179 1944.855067256203
leaf_weight=1600872 13645 193833 2038841 18553 25747 15266 35538 260332 28676 13826 1168 2211 1745 7646 776 2287 50 25 278 145 172 76 61 236 144 86 372 150 253 55154
leaf_count=1600872 13645 193833 2038841 18553 25747 15266 35538 260332 28676 13826 1168 2211 1745 7646 776 2287 50 25 278 145 172 76 61 236 144 86 372 150 253 55154
internal_value=0 -91.1296 60.4709 1584.3 -823.403 -1402.86 -1772.58 -1370.52 1008.92 -4693.51 -9964.69 -2599.78 137.073 1686.06 14676.8 25683 43657.5 63956.3 9569.32 147122 126578 44038.3 59986.3 28190.3 109302 23670.7 3321.49 152118 -15174.4 267.833
internal_weight=0 2.71729e+06 2.25123e+06 212386 466065 354088 328341 313075 111977 52743 14994 37749 98332 69656 6856 5111 2824 1770 1054 342 317 1428 1125 684 441 147 608 294 303 62800
internal_count=4318164 2717292 2251227 212386 466065 354088 328341 313075 111977 52743 14994 37749 98332 69656 6856 5111 2824 1770 1054 342 317 1428 1125 684 441 147 608 294 303 62800
is_linear=0
shrinkage=0.1


Tree=1031
num_leaves=31
num_cat=0
split_feature=3 5 4 3 5 0 1 1 0 4 3 0 0 3 1 3 0 1 6 5 0 0 3 5 1 3 6 5 5 0
split_gain=6.37938e+12 3.9019e+13 4.92359e+13 1.29342e+14 1.24793e+14 1.13631e+14 1.63788e+14 1.16325e+14 1.14956e+14 1.06212e+14 1.18985e+14 1.16817e+14 1.13727e+14 1.26777e+14 1.03545e+14 2.03954e+14 1.00576e+14 1.16025e+14 9.48873e+13 9.33147e+13 8.69117e+13 1.35181e+14 1.33512e+14 8.43488e+13 8.33809e+13 8.96884e+13 1.07757e+14 1.06097e+14 1.29253e+14 1.05193e+14
threshold=10.500000000000002 73.010000000000005 1.5000000000000002 12.500000000000002 50.005000000000003 56.197733450000008 37.503486000000002 37.533784800000006 59.963407450000012 2.5000000000000004 15.500000000000002 44.893607100000004 56.028355650000009 13.500000000000002 37.457850350000008 14.500000000000002 55.924336300000007 37.869926150000005 1.5000000000000002 57.995000000000012 55.751981950000008 55.755036050000008 13.500000000000002 39.355000000000011 30.207352000000004 16.500000000000004 1.5000000000000002 68.00500000000001 54.990000000000002 55.657530000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 -4 5 6 14 -8 -7 10 12 -12 16 -14 -5 -16 19 18 -18 20 -6 22 -22 -2 -11 26 27 28 -26 -29
right_child=1 -3 3 4 9 8 7 -9 -10 24 11 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=94.630398271484736 493.06103536045833 -1220.265491748193 -3418.6248966706535 14592.549915636801 3819.317090972108 -5620.6110198354754 -35723.942693743025 6459.4126017929639 12508.964367074082 34558.969565267449 -14633.799761903534 -346.94931120639859 10936.478552547844 -7284.0244066135538 -27023.294849828893 57629.221076730144 133226.27092013889 2592.8753428032192 42283.040066144858 10452.458029577938 134832.04971590909 -10065.080630769904 -126883.7017783717 -1588.6023790022618 -20931.262080773413 7464.0701974342101 -6893.7959452626928 19093.508282340237 29359.585979543568 -20834.314845717723
leaf_weight=2688514 433949 284427 64654 4364 10944 14056 665 38533 4656 933 5829 315038 5376 13183 347 1583 135 746 764 22170 22 2404 171 352987 618 33520 11841 1076 2953 1706
leaf_count=2688514 433949 284427 64654 4364 10944 14056 665 38533 4656 933 5829 315038 5376 13183 347 1583 135 746 764 22170 22 2404 171 352987 618 33520 11841 1076 2953 1706
internal_value=0 -156.116 68.8817 787.147 1338 5450.04 8148.16 5743.77 -1109.53 723.21 135.338 -606.49 4392.3 -2006.08 23122.3 42409.3 7571.11 31747.2 55939.7 6457.46 -83.351 -16529.6 -97050.8 -440.687 4930.47 4395.92 -1256.72 9249.9 20656.2 -5391.35
internal_weight=0 1.62965e+06 1.34522e+06 558287 493633 64204 45492 39198 18712 429429 376782 320867 55915 18559 6294 1930 37356 1645 899 35711 13541 2597 193 786936 52647 51714 18194 6353 3571 2782
internal_count=4318164 1629650 1345223 558287 493633 64204 45492 39198 18712 429429 376782 320867 55915 18559 6294 1930 37356 1645 899 35711 13541 2597 193 786936 52647 51714 18194 6353 3571 2782
is_linear=0
shrinkage=0.1


Tree=1032
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 0 0 6 0 3 5 0 5 3 1 3 3 0 5 3 5 5 5 5 3 5 6 3
split_gain=6.7951e+12 9.25323e+13 2.1547e+14 5.17805e+14 6.06285e+14 3.19571e+14 5.48358e+14 6.00906e+14 5.2389e+14 4.86653e+14 3.66792e+14 3.00498e+14 2.99576e+14 3.1478e+14 5.27449e+14 2.97965e+14 4.68449e+14 2.7217e+14 2.68231e+14 2.64348e+14 2.60825e+14 2.55066e+14 2.38413e+14 2.66579e+14 2.36758e+14 2.26514e+14 1.92613e+14 1.86329e+14 1.84282e+14 2.58576e+14
threshold=37.516458750000005 37.597123000000003 55.551692500000009 55.795550600000006 55.860536450000005 37.559851850000008 55.719391050000006 55.734663800000007 55.56564190000001 1.5000000000000002 55.784980300000008 23.500000000000004 34.605000000000011 55.784980300000008 77.715000000000018 7.5000000000000009 37.582182450000005 17.500000000000004 14.500000000000002 55.751981950000008 43.810000000000009 5.5000000000000009 34.010000000000012 69.015000000000015 69.610000000000014 40.905000000000008 21.500000000000004 60.005000000000003 1.5000000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 22 10 8 24 -7 11 27 -10 -9 14 15 20 19 -15 -12 -17 21 -14 -5 -24 -8 -18 -25 -4 29 -29
right_child=1 -3 3 4 -6 6 7 12 9 -11 18 -13 13 17 -16 16 25 -19 -20 -21 -22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-269.12591282620275 -4236.0514883241967 -20.592925651704032 -3315.6819308222457 11372.570628201907 8298.8921054349667 116436.99470277177 203325.60727609831 3324.936173340971 132381.94080961045 -426.7196489420221 -12743.004085286459 -86763.746208797093 132787.07824900793 -14808.35013592912 -162008.31973417208 162153.22959234775 297876.52466978092 136869.53754118836 141559.14799179169 -3482.952394154308 123262.07882515535 401071.09701003088 -35701.52164889899 -8230.6686902528836 -135023.17365056821 119361.84323785538 76351.828430435504 -298255.72338169644 5251.7744112725413 55124.019565400427
leaf_weight=770727 25769 3464412 9343 1939 21515 470 345 1029 438 6246 168 73 63 606 77 117 97 147 342 546 342 81 7344 1482 22 266 329 21 2327 1481
leaf_count=770727 25769 3464412 9343 1939 21515 470 345 1029 438 6246 168 73 63 606 77 117 97 147 342 546 342 81 7344 1482 22 266 329 21 2327 1481
internal_value=0 58.4711 3357.6 6775.25 -1492.47 17713.8 30433.3 61528.1 14350.3 7249.41 7520.11 101075 48298.8 68058.8 93296.3 106298 75745.1 14802.1 90730.2 25747 170798 283697 -20481.2 -27227.8 183043 167064 7135.23 4298.34 22877 50183.3
internal_weight=0 3.54744e+06 83025 57256 32609 24647 10965 3738 7227 6757 13682 511 3371 2342 1589 1512 1026 753 510 663 486 144 11094 9155 367 363 1811 13172 3829 1502
internal_count=4318164 3547437 83025 57256 32609 24647 10965 3738 7227 6757 13682 511 3371 2342 1589 1512 1026 753 510 663 486 144 11094 9155 367 363 1811 13172 3829 1502
is_linear=0
shrinkage=0.1


Tree=1033
num_leaves=31
num_cat=0
split_feature=1 1 4 1 0 1 0 0 3 5 5 3 5 3 0 3 1 5 3 3 6 3 5 5 5 2 5 2 4 2
split_gain=6.0068e+12 3.43228e+13 4.37402e+13 3.83876e+13 1.27062e+14 5.68805e+13 5.50177e+13 9.71344e+13 2.43793e+14 1.99207e+14 1.17321e+14 1.04187e+14 6.54003e+13 6.48379e+13 1.42499e+14 1.228e+14 1.22646e+14 9.76157e+13 8.10383e+13 2.41649e+14 1.54029e+14 1.2407e+14 1.2397e+14 3.08865e+14 2.73238e+14 1.43591e+14 2.79089e+14 1.84357e+14 1.00825e+14 9.89202e+13
threshold=39.694727950000008 39.714575750000009 5.5000000000000009 39.718803500000007 43.592450450000008 39.739656000000004 47.208883950000008 47.228519500000004 16.500000000000004 69.610000000000014 90.015000000000015 15.500000000000002 87.395000000000024 5.5000000000000009 43.592450450000008 6.5000000000000009 39.726951800000002 49.010000000000012 15.500000000000002 13.500000000000002 1.5000000000000002 16.500000000000004 46.810000000000009 47.005000000000003 39.995000000000012 8.5000000000000018 61.845000000000006 7.5000000000000009 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 13 8 10 -10 11 -8 -9 17 16 -16 18 -5 19 20 -15 -20 24 -24 -21 26 -25 -28 -26 -22
right_child=1 3 -4 5 -6 -7 7 12 9 -11 -12 -13 -14 14 15 -17 -18 -19 21 22 29 -23 23 25 28 -27 27 -29 -30 -31
leaf_value=-138.81393210696277 3245.2231386624599 95162.907121985743 147613.62570684525 -1278.4408331381676 -5211.3993676757582 35.004140205618384 11781.462516848247 6943.5081165324973 35416.600064618317 184185.257878403 78492.027062499998 -81443.411478424081 -20958.709099315543 36450.773771567656 -75993.936516213624 -14778.760305506365 24178.147832374874 20610.099645009966 -87954.022022611185 -23152.612213541666 -20909.089901406562 -11137.081150588781 -195999.93190625001 154554.34746093751 162611.29443543634 146913.10478164346 -30266.916656135112 -369236.88095238101 376050.71819490136 -162373.08878676471
leaf_weight=1810376 32276 127 21 5599 18114 2423382 1890 11874 201 163 250 128 904 535 365 3207 2032 3203 260 60 1606 1099 50 72 53 139 68 21 38 51
leaf_count=1810376 32276 127 21 5599 18114 2423382 1890 11874 201 163 250 128 904 535 365 3207 2032 3203 260 60 1606 1099 50 72 53 139 68 21 38 51
internal_value=0 100.21 3339.09 57.9532 -4512.56 91.8817 4161.68 8572.79 26066.2 102036 13873.6 5868.29 4969.52 478.991 -5179.68 -21034 4128.59 6686.68 -5925.88 4120.32 -10200.7 -25833.5 66778.2 34104.9 142511 72455.7 8172.6 -110249 251740 -25263.1
internal_weight=0 2.50779e+06 32297 2.47549e+06 18241 2.45725e+06 33868 15410 2632 364 2268 2018 12778 18458 9656 3572 6084 8802 4052 2693 2192 1359 501 350 151 300 161 89 91 1657
internal_count=4318164 2507788 32297 2475491 18241 2457250 33868 15410 2632 364 2268 2018 12778 18458 9656 3572 6084 8802 4052 2693 2192 1359 501 350 151 300 161 89 91 1657
is_linear=0
shrinkage=0.1


Tree=1034
num_leaves=31
num_cat=0
split_feature=5 4 6 1 0 1 0 1 3 3 5 5 2 2 0 2 1 5 4 0 1 3 3 1 1 0 2 1 1 1
split_gain=5.67123e+12 7.99445e+13 1.80317e+14 1.227e+14 6.02516e+13 9.32912e+13 8.55524e+13 7.01544e+13 1.03509e+14 8.73599e+13 8.45502e+13 1.48806e+14 1.03203e+14 1.47387e+14 2.01618e+14 6.86956e+13 8.33633e+13 7.19361e+13 6.76376e+13 7.522e+13 8.7437e+13 7.24902e+13 1.14877e+14 2.00688e+14 2.36082e+14 2.59738e+14 2.02379e+14 1.02171e+14 1.29407e+14 9.66447e+13
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.933113850000026 45.070824200000011 40.247294600000011 45.112033650000008 37.792847950000002 19.500000000000004 18.500000000000004 105.35000000000001 116.06000000000002 13.500000000000002 6.5000000000000009 45.013473000000012 1.5000000000000002 39.753614400000011 150.04500000000004 1.0000000180025095e-35 55.017766000000002 39.488326500000007 4.5000000000000009 8.5000000000000018 30.259484550000003 30.305955500000003 59.939091550000008 7.5000000000000009 30.502469200000004 30.370618100000005 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -6 9 10 -4 -9 12 13 -12 -15 -13 17 -17 19 -8 -21 -20 23 26 25 -25 -23 28 -26 -24
right_child=1 -3 4 -5 6 -7 18 8 -10 -11 11 15 -14 14 -16 16 -18 -19 21 20 -22 22 29 24 27 -27 -28 -29 -30 -31
leaf_value=-39.516886319449156 9369.6144366533772 827.38598836785286 -28191.781829766318 -11901.268889437804 -46388.923681039298 -15594.996323592459 -13985.396087249215 12964.48216153467 -10610.573077254758 82119.144381009624 78385.412766927082 144580.48437011719 -89463.082440476195 40604.510500000004 400913.27858231706 -122298.26260702056 117550.89303209461 11973.147500887784 -27517.6449838931 -24784.641419387612 47008.023236669374 73786.30905887924 -57112.214933108655 -234561.95096507354 16615.328716784232 -31030.466623218486 -181036.32234848486 -3033.5435727774639 119070.45482447241 -10666.803793174468
leaf_weight=3859289 14077 402288 902 3359 609 2910 676 4171 1860 78 120 30 21 25 41 73 37 88 2105 223 709 561 459 85 618 239 33 3604 154 18720
leaf_count=3859289 14077 402288 902 3359 609 2910 676 4171 1860 78 120 30 21 25 41 73 37 88 2105 223 709 561 459 85 618 239 33 3604 154 18720
internal_value=0 332.35 -3186.96 5271.83 -6954.1 -412.63 -9306.72 5520.85 9299.71 -19411.9 17339.9 59293.7 120677 144402 264433 3564.3 -17801.8 -48907.7 -8505.5 11410.2 29830.2 -9710.42 -8178.77 4861.75 -2059.96 -84426.1 59629.5 4038.44 37053.3 -11778.4
internal_weight=0 458875 56587 17436 39151 10356 28795 7446 6466 980 4606 435 207 186 66 228 198 161 28186 1608 932 26578 24473 5294 4700 324 594 4376 772 19179
internal_count=4318164 458875 56587 17436 39151 10356 28795 7446 6466 980 4606 435 207 186 66 228 198 161 28186 1608 932 26578 24473 5294 4700 324 594 4376 772 19179
is_linear=0
shrinkage=0.1


Tree=1035
num_leaves=31
num_cat=0
split_feature=5 4 3 2 2 6 0 1 4 4 1 1 0 0 3 1 0 0 1 3 2 3 4 1 1 1 1 3 6 0
split_gain=5.90387e+12 1.05744e+13 2.38845e+13 2.30227e+13 1.78758e+13 5.61798e+13 4.9353e+13 5.29475e+13 5.69377e+13 4.44795e+13 2.81274e+13 2.73596e+13 6.41999e+13 3.57401e+13 3.41462e+13 2.52678e+13 2.30485e+13 4.15124e+13 2.39814e+13 1.97729e+13 1.7535e+13 2.68897e+13 1.70489e+13 1.75618e+13 5.83916e+13 1.91103e+13 2.97675e+13 3.06736e+13 1.51029e+13 2.08368e+13
threshold=225.45000000000002 2.5000000000000004 10.500000000000002 6.5000000000000009 4.5000000000000009 1.5000000000000002 45.055827000000008 82.871296800000025 4.5000000000000009 3.5000000000000004 41.950906500000009 83.093115700000013 53.719078300000007 55.299834250000011 2.5000000000000004 83.761389800000003 55.777112100000004 56.054485600000007 38.633372000000001 6.5000000000000009 2.5000000000000004 3.5000000000000004 1.5000000000000002 37.692869000000009 37.314272700000011 43.048525950000005 47.473138800000008 5.5000000000000009 1.5000000000000002 45.029420750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 11 -6 9 16 -9 -7 -11 -3 14 -14 -13 -10 19 -18 -19 -8 -2 -22 -23 24 -24 -25 27 -27 -5 -30
right_child=1 3 -4 28 5 6 7 8 15 10 -12 12 13 -15 -16 -17 17 18 -20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-3.6752806614547837 3696.3616208036819 1826.6471407509525 -12029.088091665939 54276.605382898357 -173927.96373697917 165467.44581249999 -160503.6949519231 -97335.867782315356 31691.748076923075 -74848.054492187497 83625.053445870537 -79864.538020833337 -237260.33534226191 -54874.487393465912 83253.394177616006 179172.95690104167 84924.090476190482 8769.4911783854168 -112077.71916128306 -40147.439211309531 139951.47209821429 5905.3585234681323 -9303.3792629076088 -6640.2529548891143 224327.58264160156 176673.07317918347 25769.527038259199 22279.87372159091 -25635.618634375001 20676.895167803985
leaf_weight=4313902 505 1698 358 91 24 25 39 22 26 24 21 21 21 22 33 21 21 24 52 21 21 267 23 93 20 31 155 22 125 436
leaf_count=4313902 505 1698 358 91 24 25 39 22 26 24 21 21 21 22 33 21 21 24 52 21 21 267 23 93 20 31 155 22 125 436
internal_value=0 3720.04 10496.5 58.7283 -5005.84 -26779.7 -14848.7 -37573.8 35438.1 58520.8 -893.937 -1124.15 -52778.3 -143947 19818.6 97587.6 -69661.8 -39527.5 -73915.4 -118379 17589 28689.9 24865.9 39582.4 99362.2 31042.4 47890.9 112585 16487.5 10357.7
internal_weight=0 4262 1495 2767 2115 320 296 226 69 70 45 1795 97 43 54 47 157 97 76 60 1137 632 611 344 43 301 208 53 652 561
internal_count=4318164 4262 1495 2767 2115 320 296 226 69 70 45 1795 97 43 54 47 157 97 76 60 1137 632 611 344 43 301 208 53 652 561
is_linear=0
shrinkage=0.1


Tree=1036
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 0 3 3 0 0 3 1 0 1 0 0 1 0 0 0 1 6 5 5 6 1 2 3 0
split_gain=5.63913e+12 3.24721e+13 1.07511e+14 8.47314e+13 8.19783e+13 1.33978e+14 1.1831e+14 9.03209e+13 1.49758e+14 1.28172e+14 1.20655e+14 1.04041e+14 9.2852e+13 3.15834e+14 2.1366e+14 1.78446e+14 9.65645e+13 9.09438e+13 8.01594e+13 7.95372e+13 2.35869e+14 2.1487e+14 2.36412e+14 1.80863e+14 1.07743e+14 8.5809e+13 1.89662e+14 7.46428e+13 7.1617e+13 7.13265e+13
threshold=88.015000000000015 84.030000000000015 54.942865800000007 54.946533000000009 38.151577750000008 37.889331900000009 57.131524800000008 24.500000000000004 21.500000000000004 55.518428350000008 55.56564190000001 25.500000000000004 37.559851850000008 55.727011600000004 37.737121850000008 55.645049100000001 55.601678500000013 30.578016350000002 55.975961550000008 55.87722990000001 55.793358600000012 37.66934650000001 1.5000000000000002 85.020000000000024 87.395000000000024 1.5000000000000002 37.66934650000001 16.500000000000004 16.500000000000004 60.052595500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 8 9 -5 -11 -9 17 14 16 -16 28 29 27 20 21 22 23 -15 25 -21 -27 -19 -14 -12
right_child=-2 2 3 4 6 -7 -8 11 -10 10 12 -13 13 19 15 -17 -18 18 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-19.034569563677234 -479.97940900834385 8188.9517251245898 -8858.2652994228301 42743.194932054721 1898.8207333788389 -39222.038448897591 19829.562441645379 -41328.038154672162 24142.784623530402 -43833.102483835777 2007.4877897289477 826.91864101017131 301601.53423295455 -231549.26931818185 -152750.34736143867 40333.193649044893 90688.878822440529 -9578.4761154353891 -51402.609278854608 -85439.543727818498 50250.760489938555 -2793.3143650131738 -336149.23342440993 75249.128804347827 66893.466340414336 251148.96134375001 -35607.503904939178 -96156.577072202243 124078.94112367023 -47022.338288092164
leaf_weight=3979432 231644 20853 9245 566 54552 1050 3946 1197 2258 786 5388 1146 44 33 53 494 268 2343 711 339 548 298 47 46 89 25 298 104 47 314
leaf_count=3979432 231644 20853 9245 566 54552 1050 3946 1197 2258 786 5388 1146 44 33 53 494 268 2343 711 339 548 298 47 46 89 25 298 104 47 314
internal_value=0 27.2076 1745.58 187.475 1273.69 -4530.09 3108.34 -2441.65 393.06 -3783.16 -5928.49 -20709.4 -3335.31 13168.2 60966.5 21624.9 120910 -8232.35 -21846.1 -11965.4 6920.09 -49082.8 -158561 -52907.2 -36408.5 -50296.6 -13412.7 -13258.1 209914 -692.506
internal_weight=0 4.08652e+06 107088 86235 76990 18492 58498 17442 15099 12841 12275 2343 11489 2629 906 547 359 8860 3158 1723 972 424 126 79 751 662 323 2447 91 5702
internal_count=4318164 4086520 107088 86235 76990 18492 58498 17442 15099 12841 12275 2343 11489 2629 906 547 359 8860 3158 1723 972 424 126 79 751 662 323 2447 91 5702
is_linear=0
shrinkage=0.1


Tree=1037
num_leaves=31
num_cat=0
split_feature=0 0 6 1 5 1 2 0 1 1 1 5 5 3 1 1 1 1 5 5 3 5 5 3 3 5 3 1 3 0
split_gain=5.39912e+12 8.96995e+13 1.205e+14 1.24474e+14 9.96717e+13 1.3066e+14 1.48575e+14 8.71466e+13 1.5286e+14 2.55388e+14 1.25012e+14 1.19426e+14 8.8644e+13 8.23064e+13 9.59637e+13 8.2077e+13 7.08254e+13 1.28703e+14 6.71816e+13 6.60406e+13 6.46928e+13 7.38245e+13 6.22153e+13 7.87362e+13 8.7567e+13 6.83006e+13 5.86319e+13 5.80204e+13 5.7926e+13 5.78661e+13
threshold=57.60800230000001 57.641335050000002 1.5000000000000002 39.863684800000009 46.810000000000009 39.925119750000007 13.500000000000002 57.178027650000011 65.610478850000007 39.925119750000007 38.151577750000008 63.855000000000011 89.00500000000001 5.5000000000000009 39.969502550000009 39.826386800000009 60.837513500000007 40.247294600000011 109.05000000000001 70.50500000000001 4.5000000000000009 98.020000000000024 55.405000000000008 18.500000000000004 4.5000000000000009 102.01000000000001 16.500000000000004 61.42204370000001 12.500000000000002 57.131524800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 19 -4 15 18 29 9 10 -9 16 -12 20 -15 -6 17 -11 -7 -2 -5 -22 -10 24 -24 -26 -21 28 -13 -1
right_child=1 -3 4 13 5 6 -8 8 22 11 12 27 -14 14 -16 -17 -18 -19 -20 26 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-35.26913882686987 13825.615814623627 69.697527991922541 3102.5554662709446 -16017.51085837191 -10838.227403154044 5122.5193396412496 -219846.85371093752 -65706.168176269537 6322.0012589630824 -1491.9120929576522 2727.2612267669738 -40391.530333119939 -22997.230998467294 -33394.175680955035 4303.5416946270834 33347.220287252399 -4632.1266700361339 -29509.62669072306 -85637.293678977279 106003.12553231645 33800.642356274009 -152146.36055575285 82485.699846191405 89262.943906063098 12276.709689052153 -152568.96941105771 -18747.547241709184 -20777.966206168567 -107625.97235055844 3421.5332726802344
leaf_weight=3643161 736 561896 5173 589 464 1114 32 282 2880 2696 23367 1313 1421 2054 1006 4474 7850 4184 88 163 724 22 190 209 755 26 49 2026 142 49078
leaf_count=3643161 736 561896 5173 589 464 1114 32 282 2880 2696 23367 1313 1421 2054 1006 4474 7850 4184 88 163 724 22 190 209 755 26 49 2026 142 49078
internal_value=0 284.276 7509.27 -4873.03 13340.8 21921.9 -7183.71 -43.9829 -4307.23 -6047.6 499.39 -15060.4 1252.58 -11961.8 -21000.7 29195.3 -11123.7 -18530.6 -1522.13 27991.1 8756.65 28317 14245.7 33585.1 21600.8 6788.89 77169.2 -31718.8 -46953.2 10.6794
internal_weight=0 578584 16688 5343 11345 6172 1234 3.73958e+06 47341 43281 25070 18211 24788 4395 3060 4938 14730 6880 1202 948 1335 746 4060 1180 971 781 212 3481 1455 3.69224e+06
internal_count=4318164 578584 16688 5343 11345 6172 1234 3739580 47341 43281 25070 18211 24788 4395 3060 4938 14730 6880 1202 948 1335 746 4060 1180 971 781 212 3481 1455 3692239
is_linear=0
shrinkage=0.1


Tree=1038
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 3 6 5 0 3 5 5 5 4 3 5 5 5 0 5 0 3 5 0 1 1 4 3 5
split_gain=5.4156e+12 1.12296e+14 1.46134e+14 6.01505e+14 2.06585e+14 1.71934e+14 2.81431e+14 1.61435e+14 1.1908e+14 1.09342e+14 1.03159e+14 1.08309e+14 9.03395e+13 7.0859e+13 6.87925e+13 7.66285e+13 6.73042e+13 6.54803e+13 1.0425e+14 6.04371e+13 5.75361e+13 5.13037e+13 1.07012e+14 8.15721e+13 5.13009e+13 7.61351e+13 1.04984e+14 9.01455e+13 8.50444e+13 6.28802e+13
threshold=49.111504200000006 49.201680550000006 55.801980100000009 55.793358600000012 49.177301950000007 49.177301950000007 9.5000000000000018 1.5000000000000002 116.06000000000002 55.826364100000013 18.500000000000004 68.00500000000001 39.025000000000013 177.02500000000003 3.5000000000000004 24.500000000000004 123.15000000000002 125.85000000000001 112.04500000000002 55.518428350000008 97.050000000000011 55.795550600000006 11.500000000000002 61.020000000000003 55.784980300000008 49.177301950000007 49.148175700000003 2.5000000000000004 13.500000000000002 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 12 16 14 21 13 11 -6 -5 -4 17 -16 -7 18 20 -9 -2 22 -8 -23 29 26 -26 -27 -29 -21
right_child=1 -3 4 5 10 6 8 19 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 24 -22 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-98.670990888497187 -7124.4883065222939 -2.1687179566227437 9843.4484337617541 22230.862212992826 -23744.881871546404 -22647.538337649348 71180.880497760241 -48538.968711465503 -124175.505078125 -8243.990895322253 14357.474686505353 -74157.082648676093 80060.525187161547 156708.59446022726 126160.72741666668 -75998.984750000003 -196571.52659646739 -125484.32192486702 100580.96929204706 7873.2216649947186 -64475.208265120258 44410.756967793553 14021.622986367307 104005.40987334074 41007.345155249001 26554.647115698128 -1593.397903312974 153821.24889526368 27773.454476796029 -21884.399581189311
leaf_weight=2430983 10140 1835629 7310 344 2210 682 494 185 42 5398 540 528 1258 33 75 25 23 47 89 15583 178 789 972 324 839 617 1863 128 92 744
leaf_count=2430983 10140 1835629 7310 344 2210 682 494 185 42 5398 540 528 1258 33 75 25 23 47 89 15583 178 789 972 324 839 617 1863 128 92 744
internal_value=0 127.104 4730.15 8304.97 -3199.46 40728.8 27765.5 3084.1 42851.9 2560.7 -25588.2 -33466.4 67642.7 10503.5 -6926.56 75620.8 -28321.7 -7716.18 -7184.32 8353.29 -8113.87 45572 33282.7 61759.1 8883.1 19798 11634.6 46151.1 101110 6517.21
internal_weight=0 1.88718e+06 51552 35533 16019 4928 3326 30605 2621 12741 3278 2738 1602 7343 10554 100 705 10454 10407 20051 10318 2579 1466 1113 19866 3539 2702 837 220 16327
internal_count=4318164 1887181 51552 35533 16019 4928 3326 30605 2621 12741 3278 2738 1602 7343 10554 100 705 10454 10407 20051 10318 2579 1466 1113 19866 3539 2702 837 220 16327
is_linear=0
shrinkage=0.1


Tree=1039
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 5 1 5 1 1 3 0 1 0 0 2 2 0 5 4 5 3 4 3 5 0 3 5 3 5
split_gain=5.4543e+12 8.03354e+13 1.81269e+14 2.58123e+14 1.38804e+14 1.22618e+14 1.11009e+14 1.4188e+14 1.20124e+14 1.55494e+14 1.19306e+14 9.578e+13 7.46591e+13 1.92175e+14 9.38887e+13 7.42055e+13 2.02848e+14 8.60618e+13 8.29748e+13 1.95537e+14 1.87912e+14 1.69812e+14 1.27682e+14 8.76776e+13 1.22471e+14 8.69172e+13 7.74129e+13 7.57285e+13 7.37343e+13 1.19704e+14
threshold=54.762542150000009 54.708501450000007 56.135466100000009 1.5000000000000002 83.026705000000007 100.05000000000001 55.912026600000011 61.020000000000003 30.578016350000002 53.664171200000006 21.500000000000004 54.725565150000001 55.957851400000003 54.725565150000001 54.736324100000012 3.5000000000000004 5.5000000000000009 54.736324100000012 125.85000000000001 3.5000000000000004 96.015000000000015 8.5000000000000018 3.5000000000000004 3.5000000000000004 150.04500000000004 54.725565150000001 21.500000000000004 44.905000000000008 8.5000000000000018 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -4 -6 8 -8 15 -10 12 -3 13 -9 -15 18 -17 26 20 -20 -5 23 28 -21 -25 -24 27 -18 -22 -30
right_child=-2 2 4 6 5 -7 7 10 9 -11 -12 -13 -14 14 -16 16 17 -19 19 21 22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=14.058180417575898 -72.127286658691119 -10492.86788511409 -57042.638999301853 17583.978379267061 -3999.1568904376227 -91152.513532788842 13820.313011412061 156369.72204269256 -44738.314631892914 11271.537122028058 -12834.071440260481 4067.1060065971615 34990.033215137963 25810.668335462909 122070.87930390626 -17265.000349275615 -8834.0162569431905 -10756.022614631465 -203210.03614386794 43272.191725352117 84506.441022625455 197057.12492187502 -135337.75705128207 -286950.74681490386 -16466.541755319147 77169.644284539478 -130466.43717672414 42243.700343503966 73882.269347895402 293814.14125000004
leaf_weight=1210452 3058474 7549 570 2781 7462 165 8248 198 947 1040 404 11253 2115 535 125 2370 346 607 53 71 279 40 39 26 47 38 29 1802 49 50
leaf_count=1210452 3058474 7549 570 2781 7462 165 8248 198 947 1040 404 11253 2115 535 125 2370 346 607 53 71 279 40 39 26 47 38 29 1802 49 50
internal_value=0 175.122 4134.67 6846.3 -9442.01 -5884.6 14138.3 20889.3 6744.37 -15422.6 38154.5 -1778.72 45083.3 69963.6 44041.8 11849.9 4236.73 22541 23148.1 -33967 27331.1 14782.4 86906.6 -35849.5 -112803 -30464 31825 34016.1 110815 184959
internal_weight=0 1.25969e+06 49238 41041 8197 7627 22239 11625 10614 1987 3377 18802 2973 858 660 8627 5154 2784 3473 237 3236 184 455 144 73 77 2177 2148 378 99
internal_count=4318164 1259690 49238 41041 8197 7627 22239 11625 10614 1987 3377 18802 2973 858 660 8627 5154 2784 3473 237 3236 184 455 144 73 77 2177 2148 378 99
is_linear=0
shrinkage=0.1


Tree=1040
num_leaves=31
num_cat=0
split_feature=5 5 4 3 5 2 5 1 0 6 0 0 1 3 3 0 4 6 1 1 6 1 3 3 6 1 1 3 2 6
split_gain=5.85578e+12 2.90595e+13 3.15717e+13 3.26973e+13 3.01057e+13 1.29239e+14 6.04627e+13 1.5346e+14 5.28035e+13 5.15446e+13 4.26048e+13 5.3999e+13 3.87206e+13 4.87777e+13 4.22567e+13 6.24119e+13 6.13541e+13 4.60885e+13 4.22565e+13 4.18568e+13 5.90132e+13 6.68362e+13 3.96854e+13 3.83831e+13 5.68793e+13 3.67818e+13 3.58772e+13 3.51009e+13 4.54767e+13 3.44169e+13
threshold=64.020000000000024 63.855000000000011 3.5000000000000004 10.500000000000002 63.805000000000007 1.5000000000000002 63.455000000000005 38.151577750000008 55.014086100000007 1.5000000000000002 55.017766000000002 55.014086100000007 37.214886200000009 5.5000000000000009 9.5000000000000018 59.834458500000004 1.5000000000000002 1.5000000000000002 30.315880100000005 30.243224600000001 1.5000000000000002 30.278357500000002 13.500000000000002 17.500000000000004 1.5000000000000002 37.457850350000008 30.323743050000001 11.500000000000002 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 9 -1 12 29 -6 11 -11 14 -14 15 -8 -17 26 19 27 22 -22 -21 -9 -25 -15 -18 28 -16 -7
right_child=-2 -3 3 -5 5 8 7 23 -10 10 -12 -13 13 25 18 16 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.2118642615116446 -219.64424014819519 2643.5372339666169 6098.8479616738905 -22463.44402467291 9503.9031618696354 2140.5648374944394 17846.835780465262 21109.258830753261 -20970.148888787837 -11390.124143391486 -30593.237990056819 11236.86174064182 -64475.450230152033 -40299.327946784004 -15033.282978515625 -197215.06803125003 -202754.88653846155 -15983.527767193904 860.55894206971607 134452.32585637021 269057.42780172417 62406.278871783092 -12736.374026587702 28968.755873557049 -12838.546380080319 -5886.7123931507267 -34975.8998125 38.132957589285716 187275.899875 -16500.645640740171
leaf_weight=3285508 947470 43039 11712 415 5992 2529 280 5141 4295 2300 550 1948 185 367 20 25 26 244 655 26 29 34 62 513 890 2021 25 210 25 1628
leaf_count=3285508 947470 43039 11712 415 5992 2529 280 5141 4295 2300 550 1948 185 367 20 25 26 244 655 26 29 34 62 513 890 2021 25 210 25 1628
internal_value=0 61.7399 28.3476 5121.41 9.71904 -3934.26 32.742 7510.37 -13194.1 3319.11 -4404.79 -1014.1 -7324.19 -15007.7 4578.1 -16632.1 -46801.2 -34054.3 16572.6 41920.7 83646.3 157531 30751.2 17108.4 2448.09 -11175.4 -120510 17212.7 97360.7 -5159.87
internal_weight=0 3.37069e+06 3.32766e+06 12127 3.31553e+06 19242 3.29629e+06 10778 8452 10790 4798 4248 4234 2573 1661 600 320 295 1061 406 151 63 88 6544 1403 2388 51 255 45 4157
internal_count=4318164 3370694 3327655 12127 3315528 19242 3296286 10778 8452 10790 4798 4248 4234 2573 1661 600 320 295 1061 406 151 63 88 6544 1403 2388 51 255 45 4157
is_linear=0
shrinkage=0.1


Tree=1041
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 1 1 5 4 1 3 3 5 3 1 1 5 5 1 3 5 1 5 1 5 2 1 1 1 3
split_gain=5.71035e+12 4.80173e+13 2.23092e+14 2.35776e+14 2.19327e+14 2.53966e+14 1.97857e+14 1.64372e+14 1.56934e+14 1.39861e+14 1.39054e+14 2.01028e+14 1.34998e+14 1.54504e+14 1.37974e+14 1.45587e+14 1.25563e+14 1.14429e+14 8.76577e+13 8.83556e+13 7.27805e+13 7.24104e+13 7.07024e+13 7.0629e+13 6.46029e+13 6.41209e+13 6.25937e+13 1.30981e+14 1.10164e+14 8.75704e+13
threshold=59.896318000000008 59.882016200000002 1.5000000000000002 21.500000000000004 30.425002000000003 30.434657650000002 30.434657650000002 54.410000000000004 3.5000000000000004 30.425002000000003 8.5000000000000018 6.5000000000000009 37.005000000000003 17.500000000000004 30.578016350000002 30.468306550000005 89.00500000000001 92.035000000000011 30.451272450000005 22.500000000000004 70.50500000000001 30.451272450000005 81.00500000000001 30.278357500000002 116.06000000000002 15.500000000000002 30.362552800000003 30.410108300000001 30.451272450000005 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 9 21 18 24 11 -3 -4 14 15 -14 20 23 19 22 26 -7 -8 -12 -5 -25 29 -28 -29 -15
right_child=-2 2 12 6 5 7 8 -9 -10 -11 17 -13 13 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-11.086373463449235 405.18570925761014 -87348.198562568534 7424.4423261243373 -5429.1964357708575 140422.41502599043 31706.986764957408 -62963.870322916671 88773.637565730169 170829.92532226563 149690.88427273731 -169977.96304347829 126516.94186096192 -22400.231601436841 30828.182065716912 -79766.738672195192 27431.153950183078 -113161.42129840721 -66551.651921253928 23179.026467645537 -30532.562671638258 14793.668351700282 -26010.714219964069 -227592.55765625002 1509.6972535324755 164289.9949453125 44671.248858850297 -133139.77769956685 31411.41432445214 -64057.857532513328 -123389.86183510639
leaf_weight=3980885 321892 57 1386 218 254 531 75 351 40 106 23 192 2210 170 305 798 290 239 293 2442 202 368 40 3478 25 382 202 159 504 47
leaf_count=3980885 321892 57 1386 218 254 531 75 351 40 106 23 192 2210 170 305 798 290 239 293 2442 202 368 40 3478 25 382 202 159 504 47
internal_value=0 -32.6369 -5608.14 4381.45 16324 49262.8 -17280.3 30739.2 -25869.2 53842.2 4990.21 77559.9 -20122 -27934.4 -15678.6 -9180.34 -53730.6 606.455 -28629.8 -34566.5 -40307.8 8080.61 -120226 4740.06 12031.6 5781.13 -50594.7 -62641.6 -41162.5 -2573.88
internal_weight=0 3.99627e+06 15387 9114 5875 1504 3239 1250 2890 349 4371 249 6273 4887 3313 3008 1574 4122 2850 2557 1284 899 115 3883 243 3860 1082 865 663 217
internal_count=4318164 3996272 15387 9114 5875 1504 3239 1250 2890 349 4371 249 6273 4887 3313 3008 1574 4122 2850 2557 1284 899 115 3883 243 3860 1082 865 663 217
is_linear=0
shrinkage=0.1


Tree=1042
num_leaves=31
num_cat=0
split_feature=0 1 1 5 6 5 0 2 1 5 1 2 5 3 1 5 2 4 5 1 5 0 3 1 0 1 5 3 1 5
split_gain=5.29097e+12 2.27226e+13 6.25598e+13 9.21673e+13 9.14551e+13 1.85141e+14 1.19475e+14 7.57823e+13 7.02198e+13 6.8451e+13 1.04435e+14 6.7238e+13 6.51711e+13 7.50847e+13 6.23944e+13 6.01874e+13 5.80682e+13 5.73004e+13 5.80315e+13 6.39381e+13 5.51759e+13 1.32011e+14 1.1149e+14 2.25134e+14 1.29762e+14 6.43544e+13 9.34511e+13 1.02965e+14 5.95684e+13 5.67161e+13
threshold=45.098908000000009 39.110397700000007 39.925119750000007 33.805000000000007 1.5000000000000002 51.015000000000008 44.039893800000009 2.5000000000000004 39.718803500000007 68.00500000000001 40.247294600000011 8.5000000000000018 104.75000000000001 4.5000000000000009 39.739656000000004 85.91500000000002 19.500000000000004 2.5000000000000004 20.010000000000002 39.630124250000001 94.040000000000006 43.642715500000008 6.5000000000000009 39.753614400000011 43.592450450000008 39.826386800000009 101.05000000000001 3.5000000000000004 39.899261850000009 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 8 -3 12 -4 -11 -12 13 -7 -6 -15 -10 18 -9 -20 -16 22 23 -22 25 -25 28 -28 -27 -24
right_child=-2 2 9 4 14 6 -8 17 16 10 11 -13 -14 15 20 -17 -18 -19 19 -21 21 -23 29 24 -26 26 27 -29 -30 -31
leaf_value=726.50297286884188 -42.58090423915715 -4958.8659188459178 2211.0624002727277 -8668.4039364965884 -4405.6900861616768 635.49865191915762 -6027.8844972610477 -17997.363955519431 28769.330743901985 24958.857703341338 -2188.2453274979039 -14467.426882826177 -55294.727197265631 98860.970543100062 -14703.556499183487 235958.50698902027 189179.2059103261 128298.18172637197 -6452.2884649983953 17273.525318441931 -188373.27474347016 -203298.89015066964 81549.84253339695 76662.981541692207 -191429.43329741381 -261256.7863095238 150028.82736922553 -34590.325524902342 -23072.392950148813 12510.757541033545
leaf_weight=378253 3761543 5490 84536 3294 27276 69 704 686 1199 1282 28315 5293 32 238 11883 37 23 41 1424 5613 67 28 262 153 29 21 46 88 21 218
leaf_count=378253 3761543 5490 84536 3294 27276 69 704 686 1199 1282 28315 5293 32 238 11883 37 23 41 1424 5613 67 28 262 153 29 21 46 88 21 218
internal_value=0 287.754 -642.672 -3308.46 -5438.31 6537.17 28295.3 4033.36 43416.4 673.014 -3053.57 -4122.12 81206.9 93904.7 -7109.83 117307 31788.5 10391.8 9765.9 12472.4 -12865 10551.4 17167.8 -20133.1 11353.2 29227.7 -12008.7 28786.4 -142165 50194.6
internal_weight=0 556621 178368 58942 45688 5596 2302 13254 1598 119426 34890 33608 376 344 40092 275 1222 7764 7723 7037 12816 933 905 425 358 329 176 134 42 480
internal_count=4318164 556621 178368 58942 45688 5596 2302 13254 1598 119426 34890 33608 376 344 40092 275 1222 7764 7723 7037 12816 933 905 425 358 329 176 134 42 480
is_linear=0
shrinkage=0.1


Tree=1043
num_leaves=31
num_cat=0
split_feature=3 1 3 5 5 0 0 1 3 0 0 0 1 1 5 5 6 1 5 0 0 0 3 3 1 5 5 5 1 3
split_gain=5.43931e+12 3.8846e+13 8.30483e+13 7.83169e+13 1.10641e+14 1.02463e+14 8.3557e+13 9.06104e+13 1.10934e+14 8.26287e+13 8.16707e+13 7.81928e+13 7.71222e+13 1.07626e+14 1.55736e+14 6.79409e+13 7.54963e+13 1.08025e+14 6.65579e+13 1.21193e+14 9.74168e+13 6.46476e+13 6.32397e+13 7.43464e+13 2.63261e+14 8.83812e+13 8.34351e+13 6.8052e+13 7.86119e+13 7.19864e+13
threshold=10.500000000000002 37.944765900000007 14.500000000000002 91.050000000000011 74.610000000000014 55.030402950000003 57.147575200000006 38.096381250000007 11.500000000000002 54.99493995000001 57.131524800000008 44.580511600000001 44.005491150000005 44.083877800000003 98.020000000000024 84.030000000000015 1.5000000000000002 38.781124500000011 71.00500000000001 55.034903650000011 55.050600750000008 43.465905150000005 18.500000000000004 20.500000000000004 37.971176850000006 79.730000000000018 177.02500000000003 70.00500000000001 38.422276900000007 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 8 -5 -3 12 -10 21 14 -14 16 17 -6 19 -7 -20 -9 -4 24 25 -24 27 28 29 -26
right_child=1 2 22 6 15 18 -8 10 11 -11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=87.380229735983889 425.41918558489107 -127.87849612614815 602.98903931238169 -58946.240231119795 96159.90057384246 -47596.885084311827 33390.684858578104 91312.482459077379 204390.05379296874 15811.403102171083 -47069.755794652679 60344.267002399924 360093.87023809529 6463.1693601326724 25214.350381097564 -2558.9201817611547 -19674.880898464751 -5161.9995072003803 77524.677462512991 -4983.7389456172596 5308.5500561060462 -10792.346659081753 -71137.746421407239 -187.9293121578296 50.129602721497257 -227108.79192073175 87168.953086703434 -8801.2739291331109 -2367.2391624038096 57285.754531824452
leaf_weight=2688514 690245 56761 468166 60 109 674 924 63 50 3450 341 153 21 9606 41 6972 8892 3038 203 68241 2340 3945 319 209072 455 41 102 18331 76610 425
leaf_count=2688514 690245 56761 468166 60 109 674 924 63 50 3450 341 153 21 9606 41 6972 8892 3038 203 68241 2340 3945 319 209072 455 41 102 18331 76610 425
internal_value=0 -144.155 -562.661 -2593.02 -3283.22 -2253.57 4247.27 2361.52 60514.8 785.418 1270.39 95823.5 2475.71 7310.82 138641 -10414.5 -14963.8 -1652.6 -4814.24 -5400.5 11073.3 -9187.41 -127.244 -1246.83 -3546.15 -88901.1 -3225.82 -3322.04 -2025.87 27692.3
internal_weight=0 1.62965e+06 939405 165884 150680 131669 15204 14280 263 60211 14017 203 13676 9668 62 19011 12039 3147 71458 68915 2543 4008 773521 305355 96283 360 95923 95821 77490 880
internal_count=4318164 1629650 939405 165884 150680 131669 15204 14280 263 60211 14017 203 13676 9668 62 19011 12039 3147 71458 68915 2543 4008 773521 305355 96283 360 95923 95821 77490 880
is_linear=0
shrinkage=0.1


Tree=1044
num_leaves=31
num_cat=0
split_feature=1 1 5 0 3 3 0 4 0 6 4 4 1 0 0 3 0 1 4 5 3 0 6 0 0 3 5 0 3 5
split_gain=5.3757e+12 6.37523e+13 5.78704e+13 7.05687e+13 5.25787e+13 4.5841e+13 7.16501e+13 3.97412e+13 3.42081e+13 4.5965e+13 6.13842e+13 3.18271e+13 3.0828e+13 6.94062e+14 3.47721e+14 2.36064e+14 1.35173e+14 8.79904e+13 8.52843e+13 8.13229e+13 7.49087e+13 7.56639e+13 7.21024e+13 2.96374e+14 1.67792e+14 1.61401e+14 1.42519e+14 1.15163e+14 1.12324e+14 1.10273e+14
threshold=39.704585000000002 39.714575750000009 66.040000000000006 47.208883950000008 10.500000000000002 6.5000000000000009 47.249522000000006 2.5000000000000004 43.642715500000008 1.5000000000000002 1.5000000000000002 6.5000000000000009 38.781124500000011 55.416472000000006 56.663136550000011 14.500000000000002 55.946414150000003 38.975980350000007 1.5000000000000002 61.020000000000003 5.5000000000000009 56.758269450000007 1.5000000000000002 47.249522000000006 51.369916400000001 17.500000000000004 52.405000000000008 43.642715500000008 8.5000000000000018 68.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 8 7 -7 -4 9 10 -2 -3 -1 22 15 16 18 -17 -15 -18 21 -16 24 -24 27 29 -26 -14 -28 -25
right_child=1 11 5 -5 -6 6 -8 -9 -10 -11 -12 -13 13 14 20 17 19 -19 -20 -21 -22 -23 23 25 26 -27 28 -29 -30 -31
leaf_value=129.24923038213549 14025.698162059294 58.366518243727569 -64872.118481964761 6144.5375126668787 -56891.905103759775 43867.041255156742 6543.7237280328109 6497.3999843090451 -50087.148843011622 -8610.7994594750326 182344.31153645835 -34730.751355537446 65945.906058004315 -16016.963998873905 11670.303185978011 243598.70449776785 -54712.396947239577 54878.912462797627 -34702.070612934047 -135851.61448006466 -18698.26019681662 -7469.0196239346769 518.32944502991836 -3229.3171088658328 1861.0911665476906 -21008.750140386735 68380.204506429043 -96.262204303194025 15721.779340812102 -16938.812469932262
leaf_weight=1305419 78 2475228 94 12158 275 1123 949 459 164 822 30 263 265 3846 3044 35 834 84 6695 145 3359 6426 346007 40056 11230 7530 420 72853 11399 6874
leaf_count=1305419 78 2475228 94 12158 275 1123 949 459 164 822 30 263 265 3846 3044 35 834 84 6695 145 3359 6426 346007 40056 11230 7530 420 72853 11399 6874
internal_value=0 95.5294 6357.66 3720.85 -17803.7 19945.5 26772.5 -5634.13 -7978.09 -552.412 60780.9 54.6705 -130.316 -780.557 -17222.6 -29738.3 -31185.8 110385 -27884.6 -66730 -5867.88 -1316.95 29.5062 -560.948 2488.33 -7418.05 9928.08 143.093 17593 -5237.39
internal_weight=0 2.49164e+06 16152 13527 1369 2625 2072 553 1094 930 108 2.47549e+06 1.82652e+06 521102 24468 11639 11520 119 10541 979 12829 9470 496634 400467 96167 54460 23049 73118 11819 46930
internal_count=4318164 2491643 16152 13527 1369 2625 2072 553 1094 930 108 2475491 1826521 521102 24468 11639 11520 119 10541 979 12829 9470 496634 400467 96167 54460 23049 73118 11819 46930
is_linear=0
shrinkage=0.1


Tree=1045
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 1 6 0 0 3 0 5 0 3 5 0 1 3 6 6 5 5 1 5 5 1 1 6 5
split_gain=5.63793e+12 8.36459e+13 2.4173e+14 4.78231e+14 2.27075e+14 2.22789e+14 2.21096e+14 2.34144e+14 1.9823e+14 2.92099e+14 2.88954e+14 2.5393e+14 1.92773e+14 2.52812e+14 2.46427e+14 3.82771e+14 3.14332e+14 2.86458e+14 2.42098e+14 3.3695e+14 2.12073e+14 2.75826e+14 2.61109e+14 2.26224e+14 1.9326e+14 1.90863e+14 1.81721e+14 1.74915e+14 2.27763e+14 1.73549e+14
threshold=37.516458750000005 37.457850350000008 55.591389050000011 55.619594000000006 17.500000000000004 55.455204450000004 37.475443250000005 1.5000000000000002 55.68356880000001 55.793358600000012 24.500000000000004 55.645049100000001 75.015000000000015 55.777112100000004 12.500000000000002 68.52500000000002 55.719391050000006 37.487839250000007 11.500000000000002 1.5000000000000002 1.5000000000000002 62.995000000000012 45.005000000000003 37.475443250000005 102.01000000000001 37.995000000000012 37.475443250000005 37.487839250000007 1.5000000000000002 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 11 10 12 26 13 14 15 18 -17 25 -10 -20 21 22 -15 -24 -14 -16 -5 28 -13 -30
right_child=-2 2 3 8 -6 6 -8 -9 9 -11 -12 27 24 20 17 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=76.550602129665137 53.260269213060646 -6449.4666510760653 -65151.264740133251 -81810.728380461107 -20185.321690733006 -9287.3605277649312 22586.443866016791 42113.587042923486 -24121.674822980214 -1138.9170677751674 3184.2385040307545 142303.18642480078 19291.947446394999 -62190.794026334086 40472.43311805556 -505543.77421875001 -104176.98190234374 13852.781939986831 -432480.40416666673 -84264.373179241957 -30872.593812710311 -8684.5118945846152 -65464.999163610584 -202224.63629827835 -216481.95086805557 -60412.915311823519 -1678.9994175682943 7532.6026075815971 42521.717450428936 -229210.75794270835
leaf_weight=703633 3547437 8604 1451 358 3610 5485 10164 1057 1711 18191 3761 249 1014 590 225 32 50 2424 30 377 1472 366 179 373 36 1126 1351 1647 1137 24
leaf_count=703633 3547437 8604 1451 358 3610 5485 10164 1057 1711 18191 3761 249 1014 590 225 32 50 2424 30 377 1472 366 179 373 36 1126 1351 1647 1137 24
internal_value=0 -245.142 -3618.82 -8843.25 3277.36 6623.88 13357 -982.438 -6618.41 -9455.74 -20446 12406.5 -29328.8 -34081.9 -22215.9 -48818.4 -260808 -6712.45 -40611.1 -109931 -57873.7 -84230.2 -108442 -157877 11208.3 -43611.1 -18464.9 29665 55517.5 36904.5
internal_weight=0 770727 67094 38174 28920 25310 16706 6542 36723 31957 13766 4766 10005 8955 5975 2200 82 3775 2118 407 2980 1508 1142 552 1050 1351 1709 3057 1410 1161
internal_count=4318164 770727 67094 38174 28920 25310 16706 6542 36723 31957 13766 4766 10005 8955 5975 2200 82 3775 2118 407 2980 1508 1142 552 1050 1351 1709 3057 1410 1161
is_linear=0
shrinkage=0.1


Tree=1046
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 3 5 1 0 1 6 5 1 5 3 5 3 3 5 2 5 4 5 0 1 1 5 5 1 3
split_gain=5.51396e+12 5.38419e+13 7.85374e+13 1.35395e+14 1.52065e+14 9.83531e+13 9.34679e+13 1.24963e+14 1.07996e+14 1.20754e+14 1.2281e+14 7.85302e+13 7.56782e+13 6.50174e+13 7.371e+13 6.49206e+13 6.08351e+13 5.84397e+13 5.47631e+13 5.43712e+13 6.15449e+13 5.36594e+13 5.34848e+13 5.33332e+13 1.40523e+14 9.66796e+13 9.42381e+13 1.20398e+14 8.88776e+13 1.40816e+14
threshold=54.978840000000005 54.942865800000007 82.888608650000023 54.970187400000007 38.633372000000001 24.500000000000004 62.710000000000008 82.940215400000014 54.959412650000012 82.957885500000017 1.5000000000000002 132.05000000000004 82.966612450000014 63.855000000000011 17.500000000000004 101.05000000000001 4.5000000000000009 14.500000000000002 100.05000000000001 6.5000000000000009 86.02500000000002 4.5000000000000009 54.410000000000004 55.002082750000007 82.95335685000002 65.659480050000013 161.85000000000002 74.610000000000014 82.957885500000017 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 11 16 18 9 -9 12 -3 -11 -6 17 -16 22 -15 -8 -14 -21 -10 -4 24 25 -2 27 -26 -29 -30
right_child=23 2 6 4 13 -7 7 8 21 10 -12 -13 19 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=78.302432773412178 -29951.586831019813 15790.38276561103 -8263.5621985508933 -65600.874293355417 -7019.5061326336327 -69845.151863960593 -33878.486246969238 -42635.714623036489 13364.229817492838 -8221.9398806916706 -17751.869493437345 -177838.67053571431 9745.3188437223107 21870.586167522055 -14983.266502595985 -178428.0861607143 -761.17124497027964 116123.91462053571 -147481.22208584874 -9449.8203791685683 13533.366759687602 -83677.451697198281 -40122.960841815198 16.285477214557734 7300.5929010028667 730.36620692513475 -98580.347814477864 88779.676532846875 47434.016384804971 1451.6937516812079
leaf_weight=1363348 1050 8108 3753 394 4793 138 1192 940 3243 13118 7241 21 5784 1092 184 28 149271 70 44 4674 1552 58 613 2682478 15123 46878 79 233 1328 1336
leaf_count=1363348 1050 8108 3753 394 4793 138 1192 940 3243 13118 7241 21 5784 1092 184 28 149271 70 44 4674 1552 58 613 2682478 15123 46878 79 233 1328 1336
internal_value=0 -149.53 -1655.1 5356.24 -5370.03 13869 -2198.04 -6649.51 -5593.69 -7303.49 -6277.44 15290.2 -2970.92 -1521.98 17655.3 -36570.3 -1101.49 27548.5 -37922.6 2764.55 -3720.64 11659.2 -12736.7 85.3958 2893.14 58.1902 10400.4 10878.2 29553.8 24373.8
internal_weight=0 1.56966e+06 206311 14828 6561 8267 191483 37846 36610 33309 32369 8129 25128 6167 1374 212 153637 1162 1236 12010 6226 3301 4366 2.7485e+06 66027 47928 18099 18020 2897 2664
internal_count=4318164 1569659 206311 14828 6561 8267 191483 37846 36610 33309 32369 8129 25128 6167 1374 212 153637 1162 1236 12010 6226 3301 4366 2748505 66027 47928 18099 18020 2897 2664
is_linear=0
shrinkage=0.1


Tree=1047
num_leaves=31
num_cat=0
split_feature=3 1 1 2 0 0 0 3 5 5 3 0 6 0 3 0 0 5 5 2 6 4 1 0 3 3 0 5 1 6
split_gain=5.65915e+12 3.74012e+13 1.71384e+14 1.39063e+14 1.17149e+14 4.3162e+14 3.98161e+14 1.54312e+14 2.02557e+14 1.245e+14 1.08019e+14 1.19233e+14 1.14601e+14 1.04276e+14 5.53781e+14 1.86848e+14 1.76676e+14 1.49204e+14 1.33763e+14 1.08902e+14 1.04842e+14 1.0146e+14 9.0345e+13 1.5343e+14 1.07288e+14 1.46804e+14 1.88743e+14 1.24106e+14 1.30014e+14 2.95986e+14
threshold=10.500000000000002 30.410108300000001 30.370618100000005 11.500000000000002 59.963407450000012 59.990816400000007 59.939091550000008 6.5000000000000009 35.005000000000003 68.00500000000001 9.5000000000000018 59.932719750000011 1.5000000000000002 59.916647550000008 8.5000000000000018 59.863160500000006 59.932719750000011 87.395000000000024 62.995000000000012 1.5000000000000002 1.5000000000000002 3.5000000000000004 30.578016350000002 58.242297500000006 5.5000000000000009 8.5000000000000018 59.904813200000007 51.405000000000008 30.502469200000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 10 -6 -9 -8 13 12 -12 15 -15 17 19 -4 -17 -16 -19 -11 23 -3 -25 26 -26 -27 -29 -30
right_child=-2 22 4 -5 5 -7 9 8 -10 21 11 -13 -14 14 16 18 -18 20 -20 -21 -22 -23 -24 24 25 27 -28 28 29 -31
leaf_value=-175.05699292666898 -147.03988047187499 -37398.776072426328 -9244.1487356663401 -191503.87179276318 -47361.922964451682 -6179.9146190925021 20242.780189728321 -31865.655660695043 -167822.73957569021 121818.72132077994 -207434.82807291669 138820.23983046587 -43306.515099954675 -20740.7075402312 231311.71687500004 -34932.495901803035 -164390.31464120373 -42386.322829861114 -132322.17360067248 84310.386104682591 95816.763905235392 4344.0811586441532 115.63712941538876 15017.315955196918 7085.6457165833581 -2509.8027748151458 -50258.620605015007 11826.262586058801 219676.28908342635 31038.598185369323
leaf_weight=123444 1629650 790 5117 38 944 3900 399 174 296 351 45 34 779 1646 55 1313 27 72 158 602 231 93 2522474 10639 1156 7183 1140 4766 98 550
leaf_count=123444 1629650 790 5117 38 944 3900 399 174 296 351 45 34 779 1646 55 1313 27 72 158 602 231 93 2522474 10639 1156 7183 1140 4766 98 550
internal_value=0 89.1286 -1503.92 -233.936 -11162.7 -23340.5 -5237.66 -70671.7 -117490 60782 -10759.5 -44697.5 -52269.8 -7601.61 10686.4 -13785.2 86313.5 -5206.73 -45393.1 96616.4 62976.4 97212.5 176.455 6004.71 7347.68 1868.78 -21386.7 6107.45 17540.4 59567.1
internal_weight=0 2.68851e+06 139718 123482 16236 5314 10922 1414 470 843 10079 858 824 9221 2330 6891 684 5420 1471 657 303 444 2.5488e+06 26322 25532 14893 2296 12597 5414 648
internal_count=4318164 2688514 139718 123482 16236 5314 10922 1414 470 843 10079 858 824 9221 2330 6891 684 5420 1471 657 303 444 2548796 26322 25532 14893 2296 12597 5414 648
is_linear=0
shrinkage=0.1


Tree=1048
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 1 0 3 3 6 5 5 3 4 0 1 1 0 5 5 1 5 0 5 3 5 5 1 0 1
split_gain=5.53322e+12 4.82479e+13 7.95215e+13 2.23812e+14 2.64846e+14 1.48552e+14 2.00209e+14 1.51936e+14 2.33655e+14 1.77963e+14 1.19045e+14 1.16459e+14 1.11664e+14 9.97909e+13 8.85097e+13 1.10688e+14 1.40875e+14 8.40074e+13 8.24215e+13 7.82939e+13 7.62714e+13 1.47181e+14 7.2531e+13 8.05678e+13 9.01802e+13 7.07685e+13 9.55246e+13 6.74417e+13 6.41898e+13 1.52434e+14
threshold=82.981501350000016 55.012854300000008 54.811549550000009 54.710000000000008 16.500000000000004 83.093115700000013 54.864040150000001 9.5000000000000018 8.5000000000000018 1.5000000000000002 82.00500000000001 99.555000000000021 8.5000000000000018 1.5000000000000002 53.37994195000001 86.192907650000009 83.761389800000003 53.516665650000007 54.410000000000004 70.00500000000001 83.140147550000009 79.730000000000018 54.864040150000001 98.020000000000024 5.5000000000000009 177.02500000000003 161.85000000000002 83.026705000000007 53.310923100000004 83.691301500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 18 5 22 7 8 9 -7 13 -6 25 -9 28 16 -16 -18 -4 -10 21 -11 23 -5 -25 26 -8 -26 29 -2
right_child=1 -3 3 4 11 6 12 10 19 20 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=44.588431261819792 -29275.75600665855 -965.36880202134762 -402.38852547946135 -3994.3480448461032 -7828.5911690770554 -171913.24655539775 1423.4247610305586 300811.68977272732 -19973.313809848052 121081.89205164612 322477.63452380954 -89640.294822072465 43718.306162984838 53927.428271484379 -4980.1641677930556 859.70954642917957 -15974.852908265088 -45475.350039559329 -53377.543124142212 -235217.02687499998 508.44783637152779 402190.02781250002 14311.029894887566 -282759.98898809525 -129924.21833333334 -158537.14452401621 221886.44395996095 56684.56642922794 4527.0636840159787 165.12903592140833
leaf_weight=3738169 1810 373570 37710 907 3957 22 1135 22 109 271 42 182 1333 64 16576 21787 3262 1371 296 20 45 20 15471 21 45 27 20 34 37871 61995
leaf_count=3738169 1810 373570 37710 907 3957 22 1135 22 109 271 42 182 1333 64 16576 21787 3262 1371 296 20 45 20 15471 21 45 27 20 34 37871 61995
internal_value=0 -287.38 939.585 3943.75 11559.9 16411.9 36383 87527.8 62045.9 103625 184479 -11426 23876.5 117084 -342.74 -4146.37 -9288.88 -24704.7 -814.972 -53344.4 121666 140402 12618.4 -13386.4 -98572.7 1499.84 5240.97 -49611.6 1265.71 -670.041
internal_weight=0 579995 206425 61753 23747 19608 3130 615 487 358 128 4139 2515 86 144672 42996 21209 4633 38006 129 336 291 16478 1007 100 1182 1155 79 101676 63805
internal_count=4318164 579995 206425 61753 23747 19608 3130 615 487 358 128 4139 2515 86 144672 42996 21209 4633 38006 129 336 291 16478 1007 100 1182 1155 79 101676 63805
is_linear=0
shrinkage=0.1


Tree=1049
num_leaves=31
num_cat=0
split_feature=5 5 3 4 1 1 2 6 2 2 1 1 2 1 3 1 3 0 0 1 2 2 4 0 4 1 0 0 3 3
split_gain=5.55069e+12 2.1677e+13 9.93972e+13 1.29411e+14 7.76864e+13 1.293e+14 1.29331e+14 8.9142e+13 8.07016e+13 8.90458e+13 7.48526e+13 6.47706e+13 9.83812e+13 8.2506e+13 6.18126e+13 5.70927e+13 5.5454e+13 5.43613e+13 6.02463e+13 7.68768e+13 7.81618e+13 5.91081e+13 5.85247e+13 4.93027e+13 6.00264e+13 4.87129e+13 4.85308e+13 5.29045e+13 4.84394e+13 8.02284e+13
threshold=100.05000000000001 99.555000000000021 11.500000000000002 1.5000000000000002 38.92948375000001 39.003296000000006 12.500000000000002 1.5000000000000002 17.500000000000004 14.500000000000002 39.826386800000009 82.966612450000014 15.500000000000002 39.047276750000002 16.500000000000004 39.767857750000005 8.5000000000000018 60.063729500000008 59.939091550000008 30.305955500000003 3.5000000000000004 3.5000000000000004 3.5000000000000004 59.990816400000007 3.5000000000000004 30.305955500000003 59.932719750000011 44.732363600000006 19.500000000000004 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 7 6 28 23 9 -8 17 13 -13 14 -7 -3 -17 18 19 20 -5 -20 -22 24 -4 -23 27 -21 -6 -30
right_child=-2 2 4 10 5 11 8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 21 26 22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=7.4868755119132748 -674.03024823129795 -216855.80785984849 -3123.1135320172993 1175.5837053571429 20906.20576237197 -81122.609814837604 101129.92100545805 8016.60599454159 -202.52836914062502 263402.25218253973 -9643.9989767431871 29438.190325322044 -93592.150272529077 28359.596606573436 12444.071087608099 -13073.835156250001 -181408.04458705359 -122905.81107219828 126876.1588995965 48929.718844666779 -209456.36326308141 90771.873703457459 -2399.0510156249998 -180700.20857691273 -113988.46457242838 -47869.153068181826 151070.66826923078 5407.7210259457861 258014.69674479167 -3347.9803498641304
leaf_weight=4188461 118815 33 140 91 299 127 73 1196 32 63 4036 131 129 1977 159 65 28 29 91 343 43 47 20 29 75 55 26 1504 24 23
leaf_count=4188461 118815 33 140 91 299 127 73 1196 32 63 4036 131 129 1977 159 65 28 29 91 343 43 47 20 29 75 55 26 1504 24 23
internal_value=0 19.0708 4475.24 -3509.19 15908.8 24979.5 70693.9 -3221.4 142681 176300 -1497.52 15666.3 -31603.8 21097.2 -29104.8 -103853 -63755.1 13121.9 14898.9 9815.65 -58101.5 68286 -143724 -58306.1 -41797.1 16014.5 15399.9 13490 35740.8 130114
internal_weight=0 4.19935e+06 10888 6411 4477 3037 514 1440 168 136 6285 2523 260 2263 286 126 93 2249 2220 2027 154 193 63 244 215 102 1873 1847 346 47
internal_count=4318164 4199349 10888 6411 4477 3037 514 1440 168 136 6285 2523 260 2263 286 126 93 2249 2220 2027 154 193 63 244 215 102 1873 1847 346 47
is_linear=0
shrinkage=0.1


Tree=1050
num_leaves=31
num_cat=0
split_feature=5 5 1 3 2 1 1 2 2 1 4 2 3 0 0 4 5 1 5 1 1 1 2 3 3 1 2 0 0 0
split_gain=5.50534e+12 9.41293e+12 3.75357e+13 3.85977e+13 6.5495e+13 1.15661e+14 5.62679e+13 4.95119e+13 4.78957e+13 4.36511e+13 5.74915e+13 6.31736e+13 6.37018e+13 3.98411e+13 3.90266e+13 3.88489e+13 3.49483e+13 7.18079e+13 3.35524e+13 7.38497e+13 6.1499e+13 8.86899e+13 8.17362e+13 7.15733e+13 5.32276e+13 1.24813e+14 4.71378e+13 6.13032e+13 1.38085e+14 6.83832e+13
threshold=225.45000000000002 142.05000000000004 38.984911950000004 19.500000000000004 22.500000000000004 82.926290250000008 82.902675200000019 25.500000000000004 8.5000000000000018 60.55755580000001 2.5000000000000004 6.5000000000000009 23.500000000000004 56.838612000000005 53.37994195000001 3.5000000000000004 161.85000000000002 82.945329900000004 132.05000000000004 82.945329900000004 82.91993380000001 82.911991800000024 3.5000000000000004 10.500000000000002 12.500000000000002 82.933113850000026 1.5000000000000002 55.755036050000008 56.301440000000007 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 -4 5 6 9 15 -7 10 -5 -12 -13 -11 -14 -6 -17 -18 -1 20 21 26 -23 -24 25 -22 27 29 -29 -20
right_child=-2 2 3 4 7 8 -8 -9 -10 13 11 12 14 -15 -16 16 17 -19 19 -21 24 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.9236296143889762 3592.2870768295998 5071.4597015310646 -7466.147443579931 136078.58228326612 -95158.939852120544 261742.19397321428 -111435.90292968751 16983.082228413805 66986.351834239133 76595.399287248234 -137847.67452651515 31649.19607568183 23870.937415540542 -10939.031762341487 -103105.32438337053 -83324.497166053916 -34446.573632812499 154283.42299107145 21911.487828979254 39097.52818253346 -15723.722251452431 -11874.659716796876 223816.64900309243 54479.127734375004 -62609.365234829223 149578.49855550131 3104.2080358686212 210269.22093505861 27212.591796875 -127296.77878561581
leaf_weight=4287425 4262 4781 10390 31 105 28 32 211 23 211 33 277 37 69 70 51 72 28 318 624 944 60 48 52 215 48 7473 56 156 34
leaf_count=4287425 4262 4781 10390 31 105 28 32 211 23 211 33 277 37 69 70 51 72 28 318 624 944 60 48 52 215 48 7473 56 156 34
internal_value=0 -3.54906 -2391.16 -5448.99 10950.3 28128.8 18346.1 -18882.3 173911 24050.8 4692.28 -5075.05 6335.1 55024.4 -59197.6 -48443.2 -15958.7 18397.8 5.58978 5783.19 3572.62 6675.78 80397.7 135761 -17501.6 -7725.23 5208.13 33085.1 75567.2 7499.33
internal_weight=0 4.3139e+06 16449 11668 1278 811 760 467 51 728 448 417 384 280 107 256 151 100 4.29745e+06 10028 9404 8197 160 100 1207 992 8037 564 212 352
internal_count=4318164 4313902 16449 11668 1278 811 760 467 51 728 448 417 384 280 107 256 151 100 4297453 10028 9404 8197 160 100 1207 992 8037 564 212 352
is_linear=0
shrinkage=0.1


Tree=1051
num_leaves=31
num_cat=0
split_feature=5 5 0 0 5 1 0 3 3 6 1 3 2 1 5 0 1 0 3 3 5 1 0 4 1 0 0 0 5 1
split_gain=5.52571e+12 2.85147e+13 8.55171e+13 5.78909e+13 7.05709e+13 6.9241e+13 9.799e+13 7.60723e+13 1.33813e+14 8.95365e+13 8.69036e+13 1.13932e+14 7.92834e+13 7.86971e+13 6.16242e+13 5.87284e+13 1.11164e+14 9.30072e+13 8.80678e+13 1.87315e+14 1.11214e+14 7.22002e+13 1.21512e+14 7.85061e+13 6.84573e+13 5.67624e+13 9.68006e+13 1.14452e+14 7.56102e+13 7.00587e+13
threshold=88.015000000000015 84.030000000000015 54.942865800000007 54.946533000000009 87.00500000000001 37.620907050000007 56.121679000000007 24.500000000000004 21.500000000000004 1.5000000000000002 30.160599000000001 9.5000000000000018 16.500000000000004 37.475443250000005 87.395000000000024 59.863160500000006 30.315880100000005 59.820733200000006 12.500000000000002 13.500000000000002 87.00500000000001 30.362552800000003 59.963407450000012 3.5000000000000004 30.226173900000003 55.455204450000004 55.657530000000008 55.674875350000008 86.810000000000016 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 8 9 10 11 -5 -11 -14 -6 17 18 -12 -17 20 -20 23 -23 -18 -21 -10 -27 -28 -29 -30
right_child=-2 2 3 5 14 6 -8 -9 25 12 15 -13 13 -15 -16 16 21 -19 19 24 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-16.400285402689441 -475.12811123173901 7383.8341536977277 -17869.900524662993 -31473.726607460554 4415.9432770172907 827.22202426583124 11510.115460677542 -23703.540810646475 -80920.399300443212 3056.0290552467868 -26810.389657749238 115946.91653660766 -100786.5259567482 55546.753069196435 -25013.423610231675 -9983.5138286414513 27990.979565636939 -113364.69569720645 -133422.51927734376 129667.84843750001 -413343.26818181819 27766.905276076857 -77054.732765442852 202373.33509837964 -54872.212420785276 66969.057939781327 -191380.11030092594 33163.324347954294 5509.6743898502064 -84656.12686065404
leaf_weight=3979432 231644 20853 3723 101 4683 52450 10267 1912 52 5944 2087 109 138 42 839 520 589 132 40 22 22 259 193 27 233 424 27 924 363 113
leaf_count=3979432 231644 20853 3723 101 4683 52450 10267 1912 52 5944 2087 109 138 42 839 520 589 132 40 22 22 259 193 27 233 424 27 924 363 113
internal_value=0 26.9326 1637.2 247.571 -7229.43 1145.41 2576.05 -5140.95 -2269.69 -6707.99 -17706.9 45044.6 1076.01 -64308.8 -55.4872 -20902.3 -8022.88 -31959.2 -35309.9 -76854.8 -232749 13362.2 -16991 35634.4 -38951.1 22121.1 25015.9 12550.5 16483.4 -15895.2
internal_weight=0 4.08652e+06 107088 86235 9245 76990 62717 14273 12361 10458 4334 210 6124 180 5522 4124 1905 2219 837 317 62 1068 452 616 255 1903 1851 1427 1400 476
internal_count=4318164 4086520 107088 86235 9245 76990 62717 14273 12361 10458 4334 210 6124 180 5522 4124 1905 2219 837 317 62 1068 452 616 255 1903 1851 1427 1400 476
is_linear=0
shrinkage=0.1


Tree=1052
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 5 0 1 1 5 0 0 1 1 1 1 1 3 5 5 1 3 3 1 0 0 3 1 3 0
split_gain=5.52003e+12 4.22393e+13 1.94384e+14 1.88072e+14 1.77679e+14 2.57701e+14 1.75225e+14 1.76434e+14 1.35546e+14 1.32871e+14 1.23606e+14 2.21544e+14 2.22311e+14 2.16572e+14 1.82222e+14 1.48085e+14 2.83885e+14 1.35845e+14 1.53252e+14 1.13678e+14 1.08616e+14 9.22142e+13 8.6944e+13 1.201e+14 8.70279e+13 8.31063e+13 8.19235e+13 8.07293e+13 7.44097e+13 1.22624e+14
threshold=54.978840000000005 56.135466100000009 82.784560750000011 55.912026600000011 54.484631300000011 58.040000000000006 54.648549400000007 65.659480050000013 60.528664650000003 87.395000000000024 54.736324100000012 54.864040150000001 37.998366300000008 20.507360500000004 38.151577750000008 38.911476500000006 54.845880150000006 16.500000000000004 63.005000000000003 46.405000000000008 37.620907050000007 12.500000000000002 23.500000000000004 56.022377500000012 54.736324100000012 53.355366400000001 20.500000000000004 37.39371280000001 4.5000000000000009 54.762542150000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 10 9 -6 21 8 -8 -5 -1 15 13 -13 19 17 -17 18 -12 -14 -19 25 23 24 -7 -3 -25 -15 29 -20
right_child=-2 2 -4 4 5 22 7 -9 -10 -11 11 12 14 27 -16 16 -18 20 28 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=83.932117018344059 85.442775966837701 -13288.187064685926 -492.90612294637015 -4114.4046679070007 4103.0487340314039 27774.31407059628 -26005.429994064925 16694.740877666423 -71092.863220965242 -76578.525904898081 -5781.5511988303879 18860.490802875844 13808.242389447627 -37269.105365674935 1486.7800925901415 -69990.673947030868 3586.6944931787057 -10388.012065272178 41876.735504193683 53854.506391312767 117291.58385416667 -42482.722418494595 5396.6285403823185 4917.1162692835796 55209.14694714608 1140.8501045695318 135643.03717315051 -12541.958055457882 -44370.804059465445 -61573.605042199641
leaf_weight=1064716 2748505 6278 411289 8293 24529 4569 3080 766 851 261 6194 1781 1527 1999 5764 1327 867 124 282 1323 144 650 2276 2213 1548 10961 49 3889 1916 193
leaf_count=1064716 2748505 6278 411289 8293 24529 4569 3080 766 851 261 6194 1781 1527 1999 5764 1327 867 124 282 1323 144 650 2276 2213 1548 10961 49 3889 1916 193
internal_value=0 -149.612 -988.92 171.008 6600.93 9743.61 -10021.3 -27210.7 -35766.2 -6325.43 -86.5199 -6726.95 688.965 -11694.6 11714 -17657.8 -40915.2 -11894 -14082.7 32398.1 58215.9 -5507.97 22728.8 27436.8 34717.1 -4113.83 7748.93 -20936.9 -35587.2 -156.771
internal_weight=0 1.56966e+06 433875 1.13578e+06 43738 35184 22586 4697 3931 8554 1.09205e+06 27330 16283 7669 8614 11047 2194 8853 8585 2850 268 17889 10655 8379 6117 17239 2262 5888 2391 475
internal_count=4318164 1569659 433875 1135784 43738 35184 22586 4697 3931 8554 1092046 27330 16283 7669 8614 11047 2194 8853 8585 2850 268 17889 10655 8379 6117 17239 2262 5888 2391 475
is_linear=0
shrinkage=0.1


Tree=1053
num_leaves=31
num_cat=0
split_feature=3 1 5 5 5 5 5 5 4 0 3 2 1 0 1 0 5 5 0 3 3 3 0 3 3 0 0 6 1 5
split_gain=6.22628e+12 3.67121e+13 7.15045e+13 1.68453e+14 1.4305e+14 7.77477e+13 8.16186e+13 8.02653e+13 7.33227e+13 6.74567e+13 1.76743e+14 6.74871e+13 5.84924e+13 6.0357e+13 5.79061e+13 5.58876e+14 1.43359e+14 1.38184e+14 1.02494e+14 1.09949e+14 1.20918e+14 1.089e+14 1.11723e+14 9.42128e+13 1.15193e+14 8.44646e+13 7.96832e+13 7.59973e+13 5.77846e+13 6.53167e+13
threshold=10.500000000000002 37.944765900000007 59.245000000000012 61.020000000000003 56.205000000000005 48.910000000000004 51.405000000000008 47.415000000000006 1.5000000000000002 43.642715500000008 21.500000000000004 14.500000000000002 113.46563545000002 55.043101600000007 37.914142000000005 55.801980100000009 23.035000000000004 77.00500000000001 55.734663800000007 24.500000000000004 16.500000000000004 23.500000000000004 55.708120100000009 15.500000000000002 11.500000000000002 55.628356700000005 50.973130900000008 1.5000000000000002 38.975980350000007 31.415000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 4 -4 5 7 -7 8 28 10 -6 -12 13 -9 -2 16 -16 27 21 20 23 22 26 24 -20 -23 -18 -17 -3 -30
right_child=1 2 3 -5 9 6 -8 12 -10 -11 11 -13 -14 -15 15 17 18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=93.488001308395596 273.66279085018368 -3735.9212843677196 -8629.1542145542626 -1002.5341454382448 -40412.150372717224 -6732.7070410329052 -817.59632190529317 13447.475053835689 4762.0038972114662 6735.7043177153746 291970.9375 41346.387699962797 -72188.031090389792 1668.7895946416506 -14002.423881429037 -43975.95297315545 168104.89687500001 -89671.330421685692 66061.081768649965 59240.634213245743 -34705.928531865284 94038.47748387004 83558.303830864606 71502.46157599146 -92444.779475285468 6369.4696705935148 32748.513806209055 -10548.591345958124 -2834.0705859147438 688.75547375773306
leaf_weight=2688514 677462 44768 31970 307720 591 34456 72224 8376 30181 35849 22 21 93 9052 1020 895 44 295 82 275 768 117 524 249 104 1810 3767 2833 63817 300265
leaf_count=2688514 677462 44768 31970 307720 591 34456 72224 8376 30181 35849 22 21 93 9052 1020 895 44 295 82 275 768 117 524 249 104 1810 3767 2833 63817 300265
internal_value=0 -154.232 -561.08 -1720.32 95.5323 -297.54 -2728.09 270.392 5.51122 6163.87 -26170.3 169573 6907.62 7329.7 399.478 7067.34 21237.2 -23787.1 25881.1 2194.78 -10845.6 31471.7 40264.1 31280.1 -22565.9 11692.4 34311.3 -18573.7 -345.61 71.2677
internal_weight=0 1.62965e+06 939405 339690 599715 563232 106680 456552 439031 36483 634 43 17521 17428 690245 12783 8760 4023 7740 1478 1203 6262 4335 435 186 1927 3811 3728 408850 364082
internal_count=4318164 1629650 939405 339690 599715 563232 106680 456552 439031 36483 634 43 17521 17428 690245 12783 8760 4023 7740 1478 1203 6262 4335 435 186 1927 3811 3728 408850 364082
is_linear=0
shrinkage=0.1


Tree=1054
num_leaves=31
num_cat=0
split_feature=4 5 5 3 2 1 1 5 2 5 5 3 1 5 1 5 1 4 3 1 0 1 1 5 0 3 0 1 1 2
split_gain=6.00718e+12 2.82182e+13 2.74011e+13 3.14578e+13 3.4784e+13 3.10591e+13 3.04438e+13 2.99011e+13 2.92578e+13 4.37816e+13 4.07391e+13 3.62933e+13 3.01385e+13 2.93086e+13 3.93105e+13 2.5409e+13 3.12372e+13 3.62107e+13 4.1624e+13 3.3933e+13 2.51357e+13 9.76607e+13 2.5023e+13 2.40836e+13 2.36067e+13 2.70429e+13 2.49243e+13 3.63309e+13 3.40041e+13 4.12191e+13
threshold=1.0000000180025095e-35 39.505000000000003 59.005000000000003 12.500000000000002 1.5000000000000002 30.305955500000003 82.957885500000017 49.010000000000012 6.5000000000000009 58.005000000000003 57.405000000000008 4.5000000000000009 82.991167100000027 58.040000000000006 82.964402850000013 13.050000000000002 61.365473900000005 1.5000000000000002 5.5000000000000009 83.691301500000009 44.039893800000009 40.247294600000011 86.067573200000012 13.050000000000002 55.518428350000008 11.500000000000002 55.899899800000007 37.869926150000005 37.328003200000005 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 6 -6 -3 -7 11 10 -10 -9 -13 -11 -15 16 17 18 -2 -18 21 -19 -4 -1 25 -22 27 28 -26 -30
right_child=15 2 22 -5 5 7 -8 8 9 13 -12 12 -14 14 -16 -17 19 20 -20 -21 24 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-8500.9283912118026 7823.4408698961506 -16022.931806047134 137.77187775972715 1642.9400927164902 -38006.43181495351 6978.0960905620714 9726.76257188003 -10553.121596220621 15604.949463590672 -27922.619782561189 82030.000846088806 38019.9338190661 9544.4709163262596 -6286.8086601711593 34811.757299601799 -39.542928060478687 -14085.418449977915 96048.246342054277 34968.812581697064 12882.202224615463 -2990.7757672104362 -18219.629227987571 28728.009285475211 111.13890842962961 -12236.586876012923 -39665.746635742194 -904.66846030779402 4316.4949764585317 137759.94629170187 30715.06945033482
leaf_weight=3302 1341 905 24516 10616 121 4034 932 234 279 286 138 1520 492 655 361 4066480 1336 129 976 717 1239 178 310 195572 47 240 801 263 74 70
leaf_count=3302 1341 905 24516 10616 121 4034 932 234 279 286 138 1520 492 655 361 4066480 1336 129 976 717 1239 178 310 195572 47 240 801 263 74 70
internal_value=0 481.673 2731.21 5429.98 9467.65 12278.9 -2958.85 13039.6 19206.6 9387.57 37587.3 26721.6 31056.7 355.849 8316.13 -28.8814 5821.18 9839.93 19258 -4667.11 2664.11 29795.2 494.776 -31.8514 -382.436 -8942.09 9705 28423.8 61618.7 85724.2
internal_weight=0 244273 45399 20573 9957 8120 1837 7999 3965 1719 417 2246 2012 1302 1016 4.07389e+06 7411 5358 2317 2053 3041 307 24826 198874 2734 1479 1255 454 191 144
internal_count=4318164 244273 45399 20573 9957 8120 1837 7999 3965 1719 417 2246 2012 1302 1016 4073891 7411 5358 2317 2053 3041 307 24826 198874 2734 1479 1255 454 191 144
is_linear=0
shrinkage=0.1


Tree=1055
num_leaves=31
num_cat=0
split_feature=3 5 5 4 3 1 5 5 5 0 5 1 6 5 0 1 5 5 5 5 5 0 0 1 0 1 1 5 0 1
split_gain=5.81922e+12 1.94935e+13 3.09884e+13 3.67813e+13 2.2581e+13 2.58977e+13 3.33465e+13 3.74929e+13 8.78364e+13 4.15718e+13 3.35375e+13 2.38433e+13 2.35895e+13 2.33229e+13 2.96849e+13 3.78148e+13 5.10046e+13 4.12026e+13 3.63622e+13 1.89503e+13 1.80088e+13 1.79883e+13 2.26196e+13 3.14521e+13 1.93623e+13 2.3176e+13 4.67293e+13 1.21393e+14 7.02031e+13 4.19473e+13
threshold=2.5000000000000004 43.405000000000008 49.995000000000012 2.5000000000000004 1.5000000000000002 30.468306550000005 55.005000000000003 59.510000000000012 58.755000000000003 59.609407350000005 62.385000000000012 37.767735350000002 1.5000000000000002 55.990000000000002 44.580511600000001 43.048525950000005 82.00500000000001 73.995000000000019 68.00500000000001 59.810000000000009 118.33500000000002 57.265292900000006 57.157092150000004 61.880021000000006 45.03656895000001 82.968597500000016 82.911991800000024 79.010000000000005 54.943649450000002 82.871296800000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 11 6 -6 8 -8 -9 -11 19 -7 -14 15 16 17 18 -15 -4 -13 22 24 -24 -5 26 29 28 -28 -26
right_child=-2 2 3 21 5 12 7 9 -10 10 -12 20 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-747.87338474557498 -19.034565600322448 5251.386664521593 -20454.581889023892 -3174.7584298377765 -19896.063215110087 23655.306055378111 46577.92929106213 -82327.188303571427 279762.17671874998 -57672.611260190228 82552.145899917145 -10358.064853186412 611.35810294466216 23957.90305348406 -11366.123923036552 -10600.187465155517 194589.75056818183 -94878.088991477271 149630.81273437501 -75549.595005580355 50320.587921875005 -4165.6342546051628 -1295.4455189278456 71288.742680832438 5215.7371214481745 -2629.2818096203796 163779.52626953126 179877.7275122549 11751.83268306056 -50750.965929542828
leaf_weight=50715 4205107 19065 172 4211 110 327 84 35 20 23 66 2247 5769 99 4214 213 22 22 30 98 50 3672 123 116 16737 4001 32 51 598 135
leaf_count=50715 4205107 19065 172 4211 110 327 84 35 20 23 66 2247 5769 99 4214 213 22 22 30 98 50 3672 123 116 16737 4001 32 51 598 135
internal_value=0 707.982 1892.32 412.531 -3893.75 -1928.43 25324.7 47141.7 91421.1 10004.2 46314.3 -12341.5 -2789.65 -3623.62 -8934.84 17607.7 52337.6 31612.2 53184.2 -40452 -9037.24 2386.17 3311.34 33933.7 3027.29 4238.98 5804.52 31486.5 19473.9 4767.92
internal_weight=0 113057 62342 43277 13601 11034 338 228 104 124 89 2567 10696 10369 4600 386 173 151 129 270 2297 29676 26004 239 25765 21554 17553 681 630 16872
internal_count=4318164 113057 62342 43277 13601 11034 338 228 104 124 89 2567 10696 10369 4600 386 173 151 129 270 2297 29676 26004 239 25765 21554 17553 681 630 16872
is_linear=0
shrinkage=0.1


Tree=1056
num_leaves=31
num_cat=0
split_feature=1 1 6 5 0 0 3 1 0 3 1 3 3 3 0 3 3 3 0 0 4 5 0 3 5 0 3 3 1 2
split_gain=5.59236e+12 3.9853e+13 8.20716e+13 1.00594e+14 1.45389e+14 1.68479e+14 1.49163e+14 1.33365e+14 1.07642e+14 2.21871e+14 1.35788e+14 1.2907e+14 9.80574e+13 9.61934e+13 1.78757e+14 5.60856e+14 3.24948e+14 1.37605e+14 1.18448e+14 9.43856e+13 9.18503e+13 8.83883e+13 8.83537e+13 8.81139e+13 8.62198e+13 2.01268e+14 1.07166e+14 9.76895e+13 1.99401e+14 1.23707e+14
threshold=30.305955500000003 30.346469350000003 1.5000000000000002 45.305000000000007 59.882016200000002 59.863160500000006 11.500000000000002 30.332994000000003 59.950068600000009 20.500000000000004 30.332994000000003 15.500000000000002 14.500000000000002 4.5000000000000009 59.932719750000011 7.5000000000000009 9.5000000000000018 7.5000000000000009 59.939091550000008 60.029906750000002 3.5000000000000004 53.005000000000003 60.052595500000002 10.500000000000002 79.730000000000018 59.916647550000008 5.5000000000000009 6.5000000000000009 30.332994000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 -4 5 -5 -7 -8 9 13 -10 12 22 -6 17 21 -17 24 23 -13 -2 -16 -12 -18 25 26 -15 29 -29 -27
right_child=1 -3 3 4 8 6 7 -9 10 -11 11 19 -14 14 15 16 18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-557.01365182763755 -1073.7417433446942 -20.293754487043266 -854.70062082114441 16062.982966180694 28427.4304532362 40095.331471862388 105430.10587845203 349456.54249999998 20059.810509096813 -63645.658437011291 -31627.452649175149 102785.45616301209 -166653.45533854168 4776.3709289117905 -57414.022226562505 -232846.16409704508 -327768.89359375002 24151.233124544535 -26248.880758568546 8764.2499973630202 37679.757288306449 57186.026763340218 38107.010140862265 -103956.09634123502 -35866.559544409778 157017.23012093324 -86553.635840671355 -39600.264880952382 374701.1163461539 14638.827766927085
leaf_weight=173023 45074 4064974 13411 3999 1089 738 215 25 6736 572 1236 119 48 282 80 147 20 1994 310 1039 620 424 213 146 902 73 236 21 26 372
leaf_count=173023 45074 4064974 13411 3999 1089 738 215 25 6736 572 1236 119 48 282 80 147 20 1994 310 1039 620 424 213 146 902 73 236 21 26 372
internal_value=0 23.2504 2231.21 5914.95 10225.5 25161.8 62366.3 130850 5603.88 -4085.43 12510.5 -6642.78 -26034.8 1479.49 -4351.29 -39436.3 -102887 5771.82 -62752.4 18426.2 -547.914 38995.5 -21376.6 -130921 -13395.8 6672.08 -36833.4 52476.7 189588 37995.3
internal_weight=0 4.14514e+06 80167 34473 21062 4977 978 240 16085 6694 9391 2655 1497 6122 5033 1127 623 3906 476 1158 45694 504 1449 166 1912 1010 518 492 47 445
internal_count=4318164 4145141 80167 34473 21062 4977 978 240 16085 6694 9391 2655 1497 6122 5033 1127 623 3906 476 1158 45694 504 1449 166 1912 1010 518 492 47 445
is_linear=0
shrinkage=0.1


Tree=1057
num_leaves=31
num_cat=0
split_feature=5 6 4 1 2 3 0 0 0 5 3 1 1 1 0 0 3 3 1 5 1 0 0 0 5 0 2 1 1 3
split_gain=5.8575e+12 2.68055e+13 1.2451e+14 6.63207e+13 6.27525e+13 4.20199e+13 3.89044e+13 6.88111e+13 4.44042e+13 5.62648e+13 3.98825e+13 3.83255e+13 9.16896e+13 4.1186e+13 3.75776e+13 4.05154e+13 3.67094e+13 3.59581e+13 3.55317e+13 3.31859e+13 3.5173e+13 3.31805e+13 3.2386e+13 3.39604e+13 3.21742e+13 3.20881e+13 3.20535e+13 3.15941e+13 3.56889e+13 3.10068e+13
threshold=42.005000000000003 1.5000000000000002 1.5000000000000002 30.410108300000001 4.5000000000000009 8.5000000000000018 59.916647550000008 58.000519000000004 59.904813200000007 38.905000000000008 5.5000000000000009 30.578016350000002 37.516458750000005 37.362912300000012 47.155083450000006 47.208883950000008 23.500000000000004 13.500000000000002 30.160599000000001 38.010000000000012 30.332994000000003 63.563300600000012 59.853570100000006 59.834458500000004 39.355000000000011 55.551692500000009 5.5000000000000009 83.026705000000007 83.053286850000021 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 -5 6 7 27 10 -10 22 16 13 -13 -7 -16 29 24 -12 -19 -21 -8 23 -9 -4 -15 -26 -1 -29 -6
right_child=-2 -3 3 4 11 14 21 8 9 -11 18 12 -14 25 15 -17 -18 19 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-5253.0250852037325 -89.39573411448805 424.11978173115563 62159.893698622502 -3802.7051884101197 -16288.039277218551 2962.7862775252079 -20543.1755409744 15400.422598211904 12133.742620849611 177515.00807291668 -30256.885918390544 12755.260000520064 8937.6951248390615 84022.097085215864 -22390.964693770817 -675.63051554738024 -30181.595548368568 28959.402113372023 9523.7720941941643 -18609.528307252291 58657.741489955355 37207.475691150488 -35590.779100896667 57446.419463745682 1516.1043505656771 38675.281298594498 73896.91072313262 29022.195048793801 -1017.5398762758089 34120.619778454355
leaf_weight=31204 2717292 1109340 407 4413 234 29698 1895 1674 48 36 403 338 7159 249 861 407578 425 667 507 372 70 105 110 217 241 418 82 569 1297 255
leaf_count=31204 2717292 1109340 407 4413 234 29698 1895 1674 48 36 403 338 7159 249 861 407578 425 667 507 372 70 105 110 217 241 418 82 569 1297 255
internal_value=0 151.739 -462.999 8407.57 5979.16 -748.562 -3935.5 -3182.65 11331.9 83011.4 9263.56 10734.3 12908.4 41193.1 -471.683 -721.407 -8684.71 26222.5 -8093.38 14877.6 -6372.63 -17511.3 17157 20225.4 43457.5 55603.9 19891.4 -4497.17 8142.49 9998.68
internal_weight=0 1.60087e+06 491532 15330 13491 476202 38065 36065 2995 84 2911 9078 8164 1005 438137 408439 914 1839 910 1109 442 2000 2001 1891 730 667 323 33070 1866 489
internal_count=4318164 1600872 491532 15330 13491 476202 38065 36065 2995 84 2911 9078 8164 1005 438137 408439 914 1839 910 1109 442 2000 2001 1891 730 667 323 33070 1866 489
is_linear=0
shrinkage=0.1


Tree=1058
num_leaves=31
num_cat=0
split_feature=1 1 3 4 5 0 0 3 0 3 6 0 0 3 0 6 0 0 5 0 6 0 1 3 5 0 3 1 5 0
split_gain=5.67976e+12 6.62244e+13 1.75094e+14 1.83485e+14 1.60084e+14 1.48169e+14 3.0915e+14 3.53852e+14 3.26549e+14 1.58359e+14 2.4103e+14 2.05161e+14 1.33002e+14 1.30855e+14 2.40959e+14 2.10861e+14 2.0019e+14 1.47544e+14 1.6612e+14 1.38309e+14 1.29947e+14 1.21883e+14 1.16655e+14 1.13015e+14 1.88003e+14 2.77547e+14 1.97199e+14 1.647e+14 1.44918e+14 1.12637e+14
threshold=37.098288800000006 37.328003200000005 18.500000000000004 1.5000000000000002 123.15000000000002 55.68356880000001 55.645049100000001 13.500000000000002 55.619594000000006 8.5000000000000018 1.5000000000000002 55.820531900000013 55.993277250000013 16.500000000000004 55.946414150000003 1.5000000000000002 55.834684950000003 55.993277250000013 95.020000000000024 56.009576300000013 1.5000000000000002 44.874285750000006 37.214886200000009 7.5000000000000009 61.405000000000008 55.806974650000008 4.5000000000000009 37.214886200000009 101.05000000000001 55.975961550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 12 6 7 21 -9 10 -7 23 20 14 -11 29 -17 18 -18 -16 -4 -5 -21 24 -12 26 -26 -27 -25 -15
right_child=1 -3 4 5 -6 9 -8 8 -10 13 11 -13 -14 15 19 16 17 -19 -20 22 -22 -23 -24 28 25 27 -28 -29 -30 -31
leaf_value=-304.94507533066053 -598.08966657342341 -12.960018415312792 2416.0987826267401 82909.407584101777 -123804.6238868916 -63893.163316231352 -21651.296911041631 23122.31451943416 101216.57219875316 19011.231421314955 20721.347974000862 -1674.279408286631 121128.95627092634 97938.86341202943 75107.352615833399 41842.077267024375 -26084.406049007379 100138.51515383666 -185364.26475317031 39414.225140453957 -14641.370537968123 327.86424204275613 -74441.80114558294 21075.757586355307 -30554.353123520363 531770.390625 137182.58533691405 143215.95453125003 -208612.56862792969 -20905.266353665866
leaf_weight=535096 21404 3716272 10282 183 113 469 3389 1994 732 3766 398 2852 84 342 1702 621 1283 87 69 668 7896 7645 104 194 99 24 240 20 32 104
leaf_count=535096 21404 3716272 10282 183 113 469 3389 1994 732 3766 398 2852 84 342 1702 621 1283 87 69 668 7896 7645 104 194 99 24 240 20 32 104
internal_value=0 43.133 3163.93 6317.9 -5147.27 11797 4625.91 13063.8 44092.6 19444.8 3799.68 12026.7 -4413.05 27186.9 34938.4 7885.27 -5611.87 -26090.6 -34213.3 59183.3 -4993.17 2258.42 24076.1 50830.1 68851.3 118866 88197.5 355155 -11446.5 70226.3
internal_weight=0 3.78307e+06 66796 48421 18375 27017 13943 10554 2726 13074 4328 3859 18262 8746 6240 2506 2060 1439 1352 2474 18178 7828 772 1007 781 383 339 44 226 446
internal_count=4318164 3783068 66796 48421 18375 27017 13943 10554 2726 13074 4328 3859 18262 8746 6240 2506 2060 1439 1352 2474 18178 7828 772 1007 781 383 339 44 226 446
is_linear=0
shrinkage=0.1


Tree=1059
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 3 6 5 0 3 5 5 5 5 3 0 1 3 3 0 5 5 0 0 0 1 4 5 0
split_gain=5.71401e+12 9.45275e+13 1.19994e+14 4.87035e+14 1.67628e+14 1.39298e+14 2.30148e+14 1.27287e+14 9.82445e+13 8.96105e+13 8.49939e+13 9.53634e+13 8.11466e+13 6.45507e+13 6.5588e+13 5.71013e+13 7.89669e+13 1.1765e+14 1.95916e+14 1.89762e+14 7.5289e+13 5.69938e+13 5.68513e+13 5.28689e+13 5.11755e+13 5.02482e+13 1.11432e+14 5.77173e+13 6.81063e+13 7.60994e+13
threshold=49.111504200000006 49.201680550000006 55.801980100000009 55.793358600000012 49.177301950000007 49.177301950000007 9.5000000000000018 1.5000000000000002 118.33500000000002 55.826364100000013 18.500000000000004 93.00500000000001 59.245000000000012 102.01000000000001 128.92000000000004 17.500000000000004 55.674875350000008 49.148175700000003 7.5000000000000009 3.5000000000000004 55.769960200000007 177.02500000000003 123.15000000000002 55.777112100000004 56.911498950000002 55.806974650000008 49.148175700000003 1.5000000000000002 110.05000000000001 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 12 22 15 -8 21 11 -6 -5 -14 -15 16 -2 18 19 -18 -19 25 -7 -17 -11 -4 27 -27 29 -29
right_child=1 -3 4 5 10 6 8 -9 -10 24 -12 -13 13 14 -16 23 17 20 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-101.35305765154138 -38429.327919563802 11.95362681612608 -13255.311174263838 42397.293352078996 -25439.489207017155 -20404.566290265306 40963.085950344044 7574.0367732918576 -130136.90854779413 -6464.0531519198039 13259.230270597671 -104086.37036192359 109468.42457218043 -6287.3064600840335 109123.6521763393 -7429.8548707252767 -30485.029492187503 11464.023886647223 -15032.900047127645 171460.11064782305 -29364.145768429509 140670.37140151518 -180253.1457880435 -31526.37046160506 -106149.36887019231 -3447.0947118594759 62556.004041945031 37593.045241039334 -22280.654573405354 6789.4985083123529
leaf_weight=2430983 375 1835629 894 952 2574 682 2587 20051 34 5346 540 164 447 119 84 6142 63 1937 201 178 589 33 23 1069 52 2390 409 1528 401 1688
leaf_count=2430983 375 1835629 894 952 2574 682 2587 20051 34 5346 540 164 447 119 84 6142 63 1937 201 178 589 33 23 1069 52 2390 409 1528 401 1688
internal_value=0 130.559 4353.76 7593.11 -2831.7 36769.1 25100.8 2895.22 38743.6 2356.99 -22999.2 -30150.3 60994.3 88231.7 41469 -5993.82 4809.17 10272.3 57868.2 118669 1943.92 9547.46 -25619.5 -11002.1 -7424.34 8955.53 12050.4 8611.58 16579.6 21425
internal_weight=0 1.88718e+06 51552 35533 16019 4928 3326 30605 2621 12741 3278 2738 1602 650 203 10554 3343 2968 442 241 2526 7343 705 7211 5398 7310 6416 6007 3617 3216
internal_count=4318164 1887181 51552 35533 16019 4928 3326 30605 2621 12741 3278 2738 1602 650 203 10554 3343 2968 442 241 2526 7343 705 7211 5398 7310 6416 6007 3617 3216
is_linear=0
shrinkage=0.1


Tree=1060
num_leaves=31
num_cat=0
split_feature=4 1 1 1 5 5 5 0 0 5 1 1 0 3 5 5 5 2 2 2 0 0 0 1 1 2 5 1 1 3
split_gain=5.54637e+12 2.44212e+13 5.3356e+13 3.94878e+13 3.68434e+13 4.21319e+13 3.86343e+13 3.21125e+13 4.8366e+13 3.79762e+13 3.26057e+13 2.99448e+13 4.58426e+13 4.52148e+13 4.46299e+13 4.30577e+13 3.75178e+13 5.58002e+13 4.2624e+13 3.62555e+13 3.46309e+13 2.97613e+13 3.5925e+13 3.5581e+13 3.21042e+13 3.14982e+13 3.17686e+13 3.12597e+13 3.37234e+13 5.65637e+13
threshold=1.0000000180025095e-35 82.784560750000011 82.945329900000004 82.957885500000017 26.005000000000006 27.010000000000002 54.710000000000008 55.07108800000001 54.986619450000006 82.00500000000001 82.897133550000021 82.981501350000016 54.986619450000006 18.500000000000004 61.845000000000006 73.405000000000015 57.995000000000012 6.5000000000000009 2.5000000000000004 5.5000000000000009 55.078308950000007 60.052595500000002 60.035045000000004 30.278357500000002 30.346469350000003 2.5000000000000004 225.45000000000002 37.582182450000005 37.642309100000013 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 7 4 -4 -6 -7 8 9 -3 -9 12 15 14 -14 16 -5 18 -18 -17 -16 22 25 -23 -24 27 -27 -1 29 -29
right_child=-2 2 3 11 5 6 -8 10 -10 -11 -12 -13 13 -15 20 19 17 -19 -20 -21 -22 23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-7469.7987934412204 -27.751587851268273 2180.9957879535773 18736.645471191408 757.88237880689269 -46949.914134815073 -1299.0339294839905 -23420.47656364218 24565.266771836541 13215.258580351852 -93246.721963355667 -6224.2171445739777 -258.39495113464795 20194.988533962023 4357.0793148593611 99280.633968495938 28519.851520270273 1155.6986481851607 512.84307188993216 26676.112823235424 -34240.877249536185 -29823.595578125005 26709.251463353281 -23805.151236247795 3081.0214100606008 -66.475981419732463 483.35302794540598 85480.134161931826 31934.527201163146 -2506.1021755467896 748.5080685912061
leaf_weight=11189 4073891 5887 435 25904 316 2319 1197 391 8706 42 2858 69862 1683 2629 123 111 938 3476 2165 539 25 808 1281 3017 1026 73661 44 783 20597 2261
leaf_count=11189 4073891 5887 435 25904 316 2319 1197 391 8706 42 2858 69862 1683 2629 123 111 938 3476 2165 539 25 808 1281 3017 1026 73661 44 783 20597 2261
internal_value=0 462.83 1403.32 591.53 -8842.86 -11973.6 -8830.14 6474.58 8471.14 1505 -2518.87 966.166 3241.86 12759.8 24824.7 1960.66 2470.6 9214.24 18961.6 -23523.3 77472.5 -600.184 -899.459 8072.29 -13247.8 -636.986 534.094 -3115.15 -1054.15 8770.4
internal_weight=0 244273 129606 111722 4267 3832 3516 17884 14635 5929 3249 107455 37593 4460 1831 33133 32483 6579 3103 650 148 114667 110842 3825 2307 108535 73705 34830 23641 3044
internal_count=4318164 244273 129606 111722 4267 3832 3516 17884 14635 5929 3249 107455 37593 4460 1831 33133 32483 6579 3103 650 148 114667 110842 3825 2307 108535 73705 34830 23641 3044
is_linear=0
shrinkage=0.1


Tree=1061
num_leaves=31
num_cat=0
split_feature=0 0 1 3 6 5 3 1 5 0 3 5 3 5 2 3 5 1 1 3 4 2 0 0 0 0 3 1 1 2
split_gain=5.44421e+12 4.81441e+13 9.46413e+13 9.51293e+13 1.04853e+14 9.56212e+13 7.77565e+13 7.38973e+13 8.40433e+13 7.25888e+13 1.7393e+14 9.88584e+13 8.38163e+13 1.0751e+14 9.59797e+13 8.32518e+13 7.66023e+13 7.56653e+13 1.2571e+14 7.4901e+13 6.58223e+13 1.00771e+14 7.24165e+13 6.2989e+13 2.42374e+14 8.4244e+13 1.16943e+14 1.23514e+14 1.30977e+14 8.96711e+13
threshold=56.758269450000007 56.876792350000009 61.284352600000013 15.500000000000002 1.5000000000000002 71.715000000000018 16.500000000000004 35.911716050000003 59.025000000000013 56.819808050000006 16.500000000000004 47.415000000000006 21.500000000000004 114.05000000000001 15.500000000000002 26.500000000000004 92.035000000000011 60.601268000000012 60.628582700000003 25.500000000000004 3.5000000000000004 6.5000000000000009 56.802385350000009 56.838612000000005 56.831297550000009 56.852744000000008 27.500000000000004 60.55755580000001 60.648383500000008 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 8 -6 11 -11 -9 13 -13 20 16 -14 -18 -19 -20 22 -22 -15 24 -8 26 27 -25 29 -29
right_child=1 -3 -4 4 7 -7 23 9 -10 10 -12 12 15 14 -16 -17 17 18 19 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-58.386772903551162 2888.1146855786974 -103.24648385151052 -19663.279007142686 17561.713779224774 -11273.614812926004 12353.929908074979 4745.6385402408241 1442.9551346190644 -57140.896000370667 -13282.989164671215 11024.722540629569 -3571.1629206656398 -27054.651497644678 3239.8305625000003 118239.23605143231 6495.4749760546874 -116711.86120174633 21052.966761769814 -60128.51557112069 -250707.98059082031 -125681.73023040255 67279.887941406254 -190117.7206940407 13762.580815523681 -21712.676126228827 2542.5712407228939 -33755.756631337041 55882.806975201871 25498.225517859828 155980.66523040927
leaf_weight=3399081 76994 769439 2016 3348 1474 12389 14333 5762 548 4772 7683 4703 2649 25 24 625 204 153 58 32 59 50 86 1013 4565 5078 276 164 364 197
leaf_count=3399081 76994 769439 2016 3348 1474 12389 14333 5762 548 4772 7683 4703 2649 25 24 625 204 153 58 32 59 50 86 1013 4565 5078 276 164 364 197
internal_value=0 215.934 1857.1 2150.98 -993.663 4200.13 3217.94 -5268.06 -23704.5 -3881.47 1711.48 -8708.93 -15457.3 -6929.01 -71650.1 -26795.6 -33516.1 -71808.1 -34111.1 -127890 -92365.3 -37167.2 -146569 1370.19 -1645.63 9406.43 26712.6 36315.2 67826.7 110507
internal_weight=0 919083 149644 147628 58245 89383 29338 28907 2022 26885 12455 14430 8668 4947 244 3721 3096 447 243 90 220 109 111 25990 18898 7092 2014 1738 725 361
internal_count=4318164 919083 149644 147628 58245 89383 29338 28907 2022 26885 12455 14430 8668 4947 244 3721 3096 447 243 90 220 109 111 25990 18898 7092 2014 1738 725 361
is_linear=0
shrinkage=0.1


Tree=1062
num_leaves=31
num_cat=0
split_feature=2 1 5 3 0 3 5 3 1 0 1 6 0 1 5 0 5 2 5 6 3 1 3 2 1 1 3 3 2 3
split_gain=5.64934e+12 3.25317e+13 7.61813e+13 3.59325e+13 2.9198e+13 4.78316e+13 7.36785e+13 6.35383e+13 5.28289e+13 3.87975e+13 4.62436e+13 1.55279e+14 6.72187e+13 1.58996e+14 6.61649e+13 5.86936e+13 7.74226e+13 5.92544e+13 4.69067e+13 4.24823e+13 1.17361e+14 1.0451e+14 7.81172e+13 6.58193e+13 4.53604e+13 7.49299e+13 7.57842e+13 6.61118e+13 8.88853e+13 5.26067e+13
threshold=14.500000000000002 30.160599000000001 61.845000000000006 23.500000000000004 45.055827000000008 14.500000000000002 88.015000000000015 7.5000000000000009 37.914142000000005 55.695992150000002 37.39371280000001 1.5000000000000002 55.68356880000001 37.417247200000006 81.00500000000001 55.120365700000008 40.905000000000008 17.500000000000004 137.05000000000004 1.5000000000000002 23.500000000000004 37.503486000000002 21.500000000000004 16.500000000000004 37.889331900000009 37.832345550000007 23.500000000000004 18.500000000000004 20.500000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6 -9 10 11 15 -12 -14 19 -7 -17 -18 -13 20 -15 22 23 -21 25 27 -27 -23 29 -29
right_child=1 4 3 -5 5 9 -8 8 -10 -11 12 18 13 14 -16 16 17 -19 -20 21 -22 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-33.334121265131415 -802.38662827625126 3593.4887432230726 47945.308157839609 -7234.9912982809146 114697.11180245451 -15512.222130327664 -198162.12991071431 -153425.4900337838 -17518.006658063616 1107.1407256192665 -1279.9833721258667 -8004.6865459437104 -187307.49556818182 126195.67607600515 -58536.664348870356 4945.5429939369478 18128.173875075121 52993.584542549987 135230.80000000002 -81162.704702524046 -3995.0345651005091 68561.973777817242 -27171.508420421458 -255652.16017736486 -18158.028752698399 51403.011095650589 257661.55971467393 -42318.008404017863 61649.734400040063 -218306.3340317235
leaf_weight=3980118 1516 25080 634 145 28 371 28 37 126 168243 132871 3839 55 82 296 1074 845 1152 23 52 445 66 108 37 684 79 23 35 39 33
leaf_count=3980118 1516 25080 634 145 28 371 28 37 126 168243 132871 3839 55 82 296 1074 845 1152 23 52 445 66 108 37 684 79 23 35 39 33
internal_value=0 392.472 12257.9 37674.3 311.367 46.4067 -46671.4 -24463.3 -48368.2 79.3625 -1136.57 6613.32 -1556.16 -19597.6 -14936.6 22057.9 26596.7 38240.8 -7151.65 -7268.39 16262.3 -17995.6 -84335.6 -153703 -4367.93 29931.8 97912.3 -10149.2 -58700 -127724
internal_weight=0 338046 2295 779 335751 310671 219 191 163 310452 142209 7304 134905 2034 1979 3442 3071 1997 3862 1683 527 1156 197 89 959 275 102 173 107 68
internal_count=4318164 338046 2295 779 335751 310671 219 191 163 310452 142209 7304 134905 2034 1979 3442 3071 1997 3862 1683 527 1156 197 89 959 275 102 173 107 68
is_linear=0
shrinkage=0.1


Tree=1063
num_leaves=31
num_cat=0
split_feature=5 1 0 1 1 1 0 1 3 1 0 1 4 5 3 4 5 2 5 3 3 1 1 5 0 3 0 0 0 1
split_gain=5.74112e+12 6.51407e+13 1.03313e+14 1.21501e+14 9.18102e+13 9.57071e+13 8.90231e+13 1.97323e+14 9.43055e+13 1.29094e+14 1.25789e+14 1.69677e+14 2.9985e+14 2.19249e+14 1.86188e+14 2.06241e+14 1.36395e+14 2.38115e+14 1.0813e+14 1.00143e+14 8.8773e+13 1.56087e+14 1.39648e+14 8.39679e+13 8.39502e+13 1.76857e+14 1.96998e+14 1.5344e+14 1.7434e+14 1.31003e+14
threshold=68.00500000000001 65.520339550000017 57.131524800000008 82.837870700000011 61.42204370000001 61.880021000000006 57.178027650000011 65.610478850000007 12.500000000000002 65.565203050000022 57.157092150000004 65.551978750000004 2.5000000000000004 99.555000000000021 9.5000000000000018 3.5000000000000004 120.05000000000001 4.5000000000000009 128.92000000000004 16.500000000000004 8.5000000000000018 65.565203050000022 65.551978750000004 142.05000000000004 55.017766000000002 5.5000000000000009 55.07108800000001 55.099723300000008 55.110554300000004 82.91993380000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 23 -2 -6 7 8 10 -10 20 12 -12 -14 -13 -16 -15 -18 19 -11 -4 22 -22 -3 -5 26 -26 -28 -29 -27
right_child=1 2 6 24 5 -7 -8 -9 9 18 11 14 13 16 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 29 27 28 -30 -31
leaf_value=53.301386733564598 -634.91604527692152 -6947.8783336703782 -7005.7596324711576 -628.06587922076767 -24646.886446079494 -2703.2762004789297 -963.80194819727171 -30116.55606012819 -1347.4812505514633 27303.966118706601 261450.05754523026 -20481.975281931434 -43266.489440255573 221048.65566406251 54353.256021126224 318724.2705078125 170109.85578286083 -65414.915848214288 -74825.107927389719 107259.40889892579 34140.246034606673 -1484.1938691531911 110593.43108066465 -50321.624060745577 12866.26485456738 15048.667846304033 -45540.297023823776 201200.19769631411 -11548.346121885352 3464.125920240811
leaf_weight=3557887 558019 13162 967 90947 3238 5147 5492 884 3099 414 95 407 129 84 379 32 97 77 68 252 1426 1088 287 462 2369 11876 1795 39 3116 54830
leaf_count=3557887 558019 13162 967 90947 3238 5147 5492 884 3099 414 95 407 129 84 379 32 97 77 68 252 1426 1088 287 462 2369 11876 1795 39 3116 54830
internal_value=0 -249.436 1332.7 657.552 -790.982 -11177.1 9225.57 14944.5 19419.8 7583.95 28371.4 55193.1 102258 63179.4 27460.8 74936.9 116402 65883.4 45293.1 57557.4 19117.6 28136.2 46949.4 -8418.71 1407.1 3907.51 -10848.8 -22198.5 -8918.49 5526.58
internal_weight=0 760277 193873 178596 566404 8385 15277 9785 8901 3833 5068 1300 482 387 818 411 258 174 734 666 3768 2801 1713 13624 164972 74025 7319 4950 3155 66706
internal_count=4318164 760277 193873 178596 566404 8385 15277 9785 8901 3833 5068 1300 482 387 818 411 258 174 734 666 3768 2801 1713 13624 164972 74025 7319 4950 3155 66706
is_linear=0
shrinkage=0.1


Tree=1064
num_leaves=31
num_cat=0
split_feature=3 0 0 2 1 1 1 4 5 0 5 1 4 0 0 0 5 5 1 5 5 5 3 0 4 1 1 1 0 5
split_gain=5.7801e+12 3.15086e+13 3.64986e+13 3.22522e+13 3.5356e+13 3.76692e+13 5.4286e+13 3.95305e+13 8.28386e+13 4.02916e+13 3.38194e+13 3.3534e+13 7.25448e+13 3.54665e+13 6.83205e+13 8.2829e+13 3.8199e+13 9.38517e+13 3.41763e+13 4.7046e+13 9.24116e+13 3.25454e+13 3.66522e+13 6.01798e+13 4.0908e+13 4.26346e+13 6.80977e+13 4.37878e+13 3.24525e+13 3.17602e+13
threshold=3.5000000000000004 61.785186750000001 61.674413550000004 1.5000000000000002 30.102666750000001 30.305955500000003 30.278357500000002 2.5000000000000004 83.010000000000005 59.932719750000011 95.020000000000024 30.332994000000003 3.5000000000000004 59.932719750000011 59.950068600000009 60.063729500000008 48.035000000000004 65.045000000000016 30.346469350000003 95.020000000000024 43.810000000000009 177.02500000000003 2.5000000000000004 57.178027650000011 2.5000000000000004 65.520339550000017 47.854228500000012 40.810045900000013 55.141517900000004 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 29 6 10 -8 -9 -10 -6 12 13 -7 -15 16 -16 -18 19 20 -13 -1 23 28 -24 26 27 -26 -23 -5
right_child=-2 -3 -4 4 5 11 7 8 9 -11 -12 18 -14 14 15 -17 17 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=1743.7520150735895 -28.320340821513913 -8324.0806171241038 17857.67769991661 -11735.052451953692 9968.618067884534 8092.2555809096539 13162.246175681939 182274.54851562501 -51028.096875000003 81590.117013888899 -83159.194717261911 -60997.831305803571 104423.55646114866 -127445.78018663195 -32742.627944155091 -81347.775343750007 277447.31638671877 -18746.733542798913 -377.41858901642166 -48562.800112123841 196965.17057926831 5572.9049450334824 -20843.134908536587 -105260.6487042683 133061.23025350767 -1532.9437356387868 282981.14197443187 -39529.613169642864 94890.038727152132 -94078.352766927099
leaf_weight=103165 4074053 4005 1222 1940 545 101 118 60 36 63 42 21 37 99 27 100 20 23 131935 27 41 175 41 41 49 34 22 21 53 48
leaf_count=103165 4074053 4005 1222 1940 545 101 118 60 36 63 42 21 37 99 27 100 20 23 131935 27 41 175 41 41 49 34 22 21 53 48
internal_value=0 472.648 619.379 531.197 -485.628 -288.199 20524.3 57013.7 89557.5 33365.3 3305.3 -423.983 -29084 -42434.8 -61405.9 -22947.4 60481.7 119018 -335.631 61611.5 109591 1858.98 29122.7 6277.86 65920.8 94153.5 129516 81284 26335.2 -13723.2
internal_weight=0 244111 240106 238884 135283 133295 864 277 159 99 587 132431 407 370 269 170 70 43 132024 89 62 103601 436 269 167 126 92 70 228 1988
internal_count=4318164 244111 240106 238884 135283 133295 864 277 159 99 587 132431 407 370 269 170 70 43 132024 89 62 103601 436 269 167 126 92 70 228 1988
is_linear=0
shrinkage=0.1


Tree=1065
num_leaves=31
num_cat=0
split_feature=1 1 3 6 5 4 0 3 2 0 5 3 3 6 0 3 0 0 0 3 4 0 5 0 2 5 5 0 0 0
split_gain=5.88698e+12 1.17027e+13 2.98372e+13 2.28176e+13 2.23029e+13 5.52134e+13 2.05279e+13 1.99939e+13 1.77478e+13 1.76816e+13 1.71688e+13 1.60119e+13 1.54578e+13 1.39037e+13 1.38844e+13 1.35978e+13 1.24402e+13 4.84189e+13 1.71774e+13 1.45555e+13 3.92035e+13 2.94478e+13 1.90805e+13 1.40303e+13 1.16501e+13 3.06505e+13 2.70587e+13 3.12247e+13 1.27703e+13 1.23023e+13
threshold=113.46563545000002 104.38035940000002 6.5000000000000009 1.5000000000000002 54.410000000000004 1.5000000000000002 51.83362145000001 10.500000000000002 4.5000000000000009 51.717367500000009 74.610000000000014 4.5000000000000009 3.5000000000000004 1.5000000000000002 51.67657710000001 18.500000000000004 59.609407350000005 63.563300600000012 55.601678500000013 4.5000000000000009 1.5000000000000002 52.056565900000003 59.810000000000009 52.056565900000003 7.5000000000000009 86.810000000000016 78.710000000000022 51.83362145000001 51.83362145000001 51.83362145000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 15 -5 -6 9 8 -7 12 11 -11 -3 -13 -14 -4 18 -18 19 20 23 -21 -23 -8 26 28 29 -28 -26 -10
right_child=-2 2 3 4 5 7 16 -9 24 10 -12 13 14 -15 -16 -17 17 -19 -20 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.1853734285699275 1432.0924898683299 6747.7128453837759 8189.0690361956922 -5854.5333363518475 -131749.41575520832 -10685.913906914526 -8890.2171524196001 5571.4242114039835 11902.652034505209 -8411.6010374421057 38688.9907977654 -17092.811847056513 -22874.338423665366 11387.685141494356 -107848.28407738096 -36592.232879317438 -148746.90410505023 -10643.417583218743 24959.238990382888 6724.9015264604186 -22754.295944938873 -3281.8441965370966 -20999.588575138881 25167.609765874975 6327.3369106950431 91262.350074404763 -139570.58177923388 -32139.725298563644 -47416.002613617275 -46308.904165116575
leaf_weight=4274890 28515 211 629 918 48 338 206 210 51 618 170 184 228 2505 21 76 28 272 217 2582 1086 2571 796 293 58 21 62 48 186 126
leaf_count=4274890 28515 211 629 918 48 338 206 210 51 618 170 184 228 2505 21 76 28 272 217 2582 1086 2571 796 293 58 21 62 48 186 126
internal_value=0 -9.51969 -2820.56 -12172.6 -17473.4 -26764.5 -658.856 -22183.4 -28732.2 5258.68 7696.24 6103.03 -13166.1 9438.85 -30040.8 3361.58 -3552.58 -23533.1 -2779.24 -3578.18 -12093.7 -1309.4 -7470.54 11107.7 -39782.3 -24663.7 -53742.1 -92691.7 -34640.9 -29536.1
internal_weight=0 4.28965e+06 14759 2771 2066 1148 11988 1100 890 3937 3477 3307 460 2689 249 705 8051 300 7751 7534 1585 5949 3367 499 552 265 287 110 244 177
internal_count=4318164 4289649 14759 2771 2066 1148 11988 1100 890 3937 3477 3307 460 2689 249 705 8051 300 7751 7534 1585 5949 3367 499 552 265 287 110 244 177
is_linear=0
shrinkage=0.1


Tree=1066
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 5 5 2 3 5 5 5 4 3 0 0 1 0 0 5 0 6 3 0 4 0 3 3 0
split_gain=5.40275e+12 5.97653e+13 9.10954e+13 6.29979e+13 4.91307e+13 4.14338e+13 5.74103e+13 4.04892e+13 4.92717e+13 6.34962e+13 3.32262e+13 2.60989e+13 1.01684e+14 3.97629e+13 2.72713e+13 2.60133e+13 7.74106e+13 5.503e+13 4.37886e+13 4.81145e+13 3.66102e+13 4.66883e+13 3.35313e+13 4.83615e+13 3.27167e+13 3.16246e+13 2.76035e+13 3.99007e+13 7.35489e+13 3.66456e+13
threshold=92.896330950000007 92.928903050000017 56.093493200000005 56.028355650000009 9.5000000000000018 56.009576300000013 68.52500000000002 120.05000000000001 4.5000000000000009 21.500000000000004 95.020000000000024 81.910000000000011 82.00500000000001 3.5000000000000004 17.500000000000004 52.719210700000012 56.028355650000009 103.85249100000001 56.197733450000008 56.301440000000007 92.035000000000011 55.141517900000004 1.5000000000000002 6.5000000000000009 51.67657710000001 2.5000000000000004 56.009576300000013 14.500000000000002 11.500000000000002 55.993277250000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 6 -6 -5 -9 -10 -7 -2 -13 14 -14 17 20 24 -18 -20 22 -22 26 -24 -3 -26 27 28 -17 -30
right_child=1 15 -4 7 5 10 -8 8 9 -11 -12 12 13 -15 -16 16 18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-17.141670415028294 -6990.3905422064172 -52663.83394474638 -5198.8700205073355 17670.545221147418 6461.2038908305922 31010.893395080569 176099.38511439733 -85491.681338355658 38053.616194545197 -110853.2757921007 -69888.007633860514 -230523.62860576925 -29203.093063964847 -123096.41521739132 91667.249084821437 -11860.887414712679 6670.9143339439179 417.16201083044535 -13426.222384829834 644.4116456068524 73965.235227272729 -84712.474111162606 -6430.9326976599232 -22291.535491350831 9301.403780008477 32934.788114853451 34967.303415686139 -13502.979857882265 3515.9591335997293 77572.486828264518
leaf_weight=4219079 1510 69 4349 7402 38 160 42 84 140 36 41 26 40 23 35 377 8581 47576 3083 11478 22 118 7095 2637 1712 846 246 1011 98 210
leaf_count=4219079 1510 69 4349 7402 38 160 42 84 140 36 41 26 40 23 35 377 8581 47576 3083 11478 22 118 7095 2637 1712 846 246 1011 98 210
internal_value=0 729.899 6803.17 12253.4 -3969.74 34654.9 95521.2 16308.1 -22478.9 7595.39 10429.5 -10612.1 -54714.5 -8071.3 27203.1 -263.259 -2357.79 1195.15 1004.52 -2334.76 -8944.08 -59777.4 -8334.47 -10728.5 15284.7 17117.6 3663.07 -877.524 17756.5 54009
internal_weight=0 99085 13926 9577 1915 281 80 7662 260 176 201 1634 124 98 75 85159 34956 50203 23142 14561 11814 140 11674 9732 2627 2558 1942 1696 685 308
internal_count=4318164 99085 13926 9577 1915 281 80 7662 260 176 201 1634 124 98 75 85159 34956 50203 23142 14561 11814 140 11674 9732 2627 2558 1942 1696 685 308
is_linear=0
shrinkage=0.1


Tree=1067
num_leaves=31
num_cat=0
split_feature=3 5 4 6 0 0 0 1 1 0 0 1 1 0 1 3 3 1 1 1 0 1 1 0 1 1 1 0 0 2
split_gain=5.23413e+12 3.27902e+13 4.71085e+13 1.19258e+14 1.71235e+14 1.21442e+14 2.14828e+14 1.15425e+14 1.5585e+14 1.26004e+14 1.20501e+14 1.09364e+14 2.05242e+14 2.39933e+14 4.8496e+14 1.12928e+14 1.07448e+14 1.06497e+14 1.01662e+14 1.91389e+14 1.21918e+14 1.34992e+14 1.05241e+14 1.12589e+14 1.0053e+14 9.60037e+13 9.33252e+13 8.99807e+13 1.28912e+14 1.23334e+14
threshold=10.500000000000002 73.405000000000015 2.5000000000000004 1.5000000000000002 45.067452850000002 59.963407450000012 59.982527000000012 30.305955500000003 20.507360500000004 56.802385350000009 56.852744000000008 30.346469350000003 30.370618100000005 59.846652800000008 30.362552800000003 11.500000000000002 32.500000000000007 30.332994000000003 38.975980350000007 37.559851850000008 55.87722990000001 37.457850350000008 37.417247200000006 55.619594000000006 30.346469350000003 37.457850350000008 30.410108300000001 59.990816400000007 60.042666650000008 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 17 8 -3 18 16 27 13 14 -13 -15 -11 -7 19 20 22 -22 -9 -24 -12 -25 -19 -6 -29 -30
right_child=1 2 -4 4 11 6 -8 9 -10 10 24 12 -14 15 -16 -17 -18 26 -20 -21 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=85.716385078543198 62.179040165503459 14758.006076462203 -495.84288163095948 4418.5069483546094 18405.378343717322 -136938.47897298995 772.58006707138384 -42698.814290933682 -102952.55685135692 75539.470317084677 37533.635547201004 -18898.111128982844 -12533.360845975983 116770.05560897436 -477762.95335751493 -66137.098533405442 -12526.052568470348 -18337.774523549353 -3334.7504127404663 33710.557725847197 31716.672843424483 -175942.83410590279 -56993.771524507705 153137.57615464155 -2892.4593976371084 25802.055770647476 -215000.24985532407 -35199.563590579339 -86088.516362847236 130952.24042154949
leaf_weight=2688514 1351288 222 224953 9273 2032 199 1006 429 228 651 1011 51 22383 39 42 251 176 227 9597 2282 48 90 146 68 1571 458 27 770 36 96
leaf_count=2688514 1351288 222 224953 9273 2032 199 1006 429 228 651 1011 51 22383 39 42 251 176 227 9597 2282 48 90 146 68 1571 458 27 770 36 96
internal_value=0 -141.411 -1129.72 -3799.55 -7230.42 2708.79 -24976.8 5088.08 -44882 6448.68 23577 -11433.5 -13775.4 -86360.9 -226127 -41539.2 56797.6 -82159.9 1997.5 16531.3 -15109.5 -103713 -4003.8 20698.8 12936.7 42263.7 -39242.8 6737.66 -19547 71759.3
internal_weight=0 1.62965e+06 278362 53409 34973 18436 1459 16977 450 16527 3409 25700 22766 383 93 290 827 453 13118 3521 1239 138 1101 672 2582 526 254 2934 902 132
internal_count=4318164 1629650 278362 53409 34973 18436 1459 16977 450 16527 3409 25700 22766 383 93 290 827 453 13118 3521 1239 138 1101 672 2582 526 254 2934 902 132
is_linear=0
shrinkage=0.1


Tree=1068
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 5 5 1 5 0 1 3 1 1 3 2 3 3 5 3 5 3 1 1 3 3 1 3 3
split_gain=5.51991e+12 4.52469e+13 2.71243e+14 2.12207e+14 3.42441e+14 5.37668e+14 1.40827e+14 1.22812e+14 1.24455e+14 1.00918e+14 9.40243e+13 1.93076e+14 2.34438e+14 1.5029e+14 2.35862e+14 2.63337e+14 3.07713e+14 1.94594e+14 2.27851e+14 1.68602e+14 1.56765e+14 1.67819e+14 1.25889e+14 1.23725e+14 2.1925e+14 1.75268e+14 1.41426e+14 3.46723e+14 1.62883e+14 8.71412e+14
threshold=59.896318000000008 59.939091550000008 30.578016350000002 30.388336800000001 30.410108300000001 1.5000000000000002 82.00500000000001 51.815000000000005 30.502469200000004 91.050000000000011 59.916647550000008 30.278357500000002 9.5000000000000018 30.323743050000001 30.315880100000005 8.5000000000000018 6.5000000000000009 12.500000000000002 13.500000000000002 62.710000000000008 20.500000000000004 62.015000000000008 15.500000000000002 30.370618100000005 30.362552800000003 6.5000000000000009 5.5000000000000009 30.346469350000003 16.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 -5 -4 -6 -9 -10 11 12 -2 14 20 16 -16 -17 -19 -18 21 22 -13 24 26 -26 -12 28 29 -28
right_child=1 -3 6 4 7 -7 -8 8 9 -11 23 13 -14 -15 15 17 19 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-32.08809171544987 -24016.4854696043 -241.20810408690437 -29873.628731198278 90067.081902911945 1576.6526107166731 -49209.187165427014 -153979.6060405928 21391.714294304969 1019.4225848488591 -103739.67422286185 15824.431764759951 11564.998158859255 -128944.1890197754 -20139.723719394809 -11611.582043111797 156551.42830927309 22664.75414464614 -88690.3680353448 77443.349961002314 234480.88552827379 -48814.649525240136 -18290.058979977453 86901.831531943055 -20075.543468010168 -976.57255411410551 80976.635463942308 2119.8736660048903 -65325.297468788063 11700.080016285036 -91460.632350524524
leaf_weight=3996272 1506 249333 1593 1152 14587 365 97 8679 2871 95 5968 2100 248 3539 1158 230 68 101 452 84 743 2347 248 2306 436 650 10709 821 8309 1097
leaf_count=3996272 1506 249333 1593 1152 14587 365 97 8679 2871 95 5968 2100 248 3539 1158 230 68 101 452 84 743 2347 248 2306 436 650 10709 821 8309 1097
internal_value=0 398.372 2596.15 3540.32 10361.6 56556.3 -36996.9 7690.18 15348.2 -2335.98 -849.4 -8026.71 -38852.3 -3142.5 4844.9 33370.7 5947.62 79251 47100.7 139721 -6134.22 620.103 19522.2 2188.68 4022.96 48074.6 2244.78 -1626.23 973.67 -6575.52
internal_weight=0 321892 72559 70869 27749 1517 1690 26232 11645 2966 43120 12824 1754 11070 7531 2093 1310 783 553 152 5438 4695 2348 30296 27990 1086 26904 20936 20115 11806
internal_count=4318164 321892 72559 70869 27749 1517 1690 26232 11645 2966 43120 12824 1754 11070 7531 2093 1310 783 553 152 5438 4695 2348 30296 27990 1086 26904 20936 20115 11806
is_linear=0
shrinkage=0.1


Tree=1069
num_leaves=31
num_cat=0
split_feature=2 0 1 5 0 3 3 1 3 3 0 2 1 0 1 4 4 0 1 1 3 5 1 0 3 5 3 3 2 5
split_gain=5.03157e+12 1.4876e+13 1.71337e+13 4.89515e+12 2.63944e+13 7.72695e+13 1.31442e+14 1.92352e+14 1.22445e+14 1.654e+14 1.43604e+14 1.3143e+14 9.49259e+13 8.8562e+13 1.11801e+14 8.84711e+13 8.67909e+13 8.55628e+13 1.23922e+14 2.65567e+14 1.56777e+14 8.48056e+13 8.78823e+13 2.07492e+14 7.96535e+13 7.60302e+13 7.68401e+13 6.79144e+13 6.77902e+13 6.44035e+13
threshold=35.500000000000007 55.801980100000009 37.752451500000006 42.005000000000003 60.029906750000002 24.500000000000004 16.500000000000004 30.226173900000003 23.500000000000004 19.500000000000004 60.035045000000004 12.500000000000002 30.451272450000005 60.063729500000008 30.259484550000003 2.5000000000000004 3.5000000000000004 60.035045000000004 30.207352000000004 30.226173900000003 11.500000000000002 57.405000000000008 30.434657650000002 60.042666650000008 25.500000000000004 99.555000000000021 19.500000000000004 3.5000000000000004 2.5000000000000004 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 17 8 9 16 11 -10 21 24 -15 -13 -8 18 -6 20 -20 -9 25 -24 -7 26 -23 -21 -11 -30
right_child=1 2 -4 4 5 13 7 12 10 28 -12 15 -14 14 -16 -17 -18 -19 19 27 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=138.02703429123576 64383.439831542972 -56164.879306891031 23323.531991748598 -136.27502735788394 -60752.85989977904 20497.353805531282 -17963.067429534829 -8878.1936612110021 -27009.488758680556 -88062.793671875013 -54740.162108924975 33173.832981770836 1882.3494175643373 -61258.534223352537 1758.2390424432776 262895.89894280687 118154.08203125 1429.4187818428093 72136.405626687891 161228.22164818551 254979.75085227273 -35957.251429161181 -114600.45694524444 -5740.9076056463073 -3838.9013843371476 -65007.138354311348 -2942.1793811439584 12586.572544047207 46546.900115085482 134487.54542100694
leaf_weight=1600830 48 39 89 2638367 198 5982 742 2882 81 35 434 30 2224 331 1884 38 50 53105 162 31 66 1347 373 330 1735 405 1479 3642 1115 90
leaf_count=1600830 48 39 89 2638367 198 5982 742 2882 81 35 434 30 2224 331 1884 38 50 53105 162 31 66 1347 373 330 1735 405 1479 3642 1115 90
internal_value=0 16907.8 -895.593 -0.689157 -82.4146 1721.14 531.802 -9147.49 14738.4 26329 -25659.9 59043.6 -16057 9966.84 -7658.71 161548 -9369.81 2503.9 16424.5 20341.7 125065 -21910.4 -31457.6 -63500 15025.9 -24485.9 -18678.7 13841.1 49130.2 53115.1
internal_weight=0 176 128 4.31799e+06 2.71716e+06 78791 68859 11655 2615 2032 583 149 9040 9932 2215 68 792 57204 4099 3901 228 6816 3934 703 7717 3231 2826 3673 1240 1205
internal_count=4318164 176 128 4317988 2717158 78791 68859 11655 2615 2032 583 149 9040 9932 2215 68 792 57204 4099 3901 228 6816 3934 703 7717 3231 2826 3673 1240 1205
is_linear=0
shrinkage=0.1


Tree=1070
num_leaves=31
num_cat=0
split_feature=5 4 6 1 1 5 3 1 4 1 3 6 4 5 0 2 0 0 1 1 3 3 1 1 1 0 0 1 1 1
split_gain=4.89243e+12 6.61341e+13 1.34762e+14 9.1685e+13 5.82879e+13 6.47036e+13 5.48987e+13 8.96597e+13 7.24679e+13 6.50472e+13 5.28896e+13 5.2472e+13 8.91606e+13 1.54562e+14 1.24741e+14 1.19981e+14 9.51018e+13 1.92492e+14 1.75985e+14 1.15713e+14 1.06297e+14 9.51778e+13 9.40019e+13 1.44826e+14 9.18799e+13 9.90852e+13 1.12695e+14 3.44532e+14 2.01747e+14 2.0944e+14
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.933113850000026 20.507360500000004 100.05000000000001 4.5000000000000009 38.058342000000003 1.5000000000000002 20.507360500000004 4.5000000000000009 1.5000000000000002 3.5000000000000004 105.35000000000001 45.112033650000008 1.5000000000000002 45.053747000000008 45.005863250000004 38.92948375000001 39.021425200000003 4.5000000000000009 7.5000000000000009 39.787929450000007 39.863684800000009 36.761894450000007 60.017447350000005 61.785186750000001 34.359746700000009 30.434657650000002 30.370618100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 7 8 -4 -8 -2 -3 13 14 16 -16 17 20 -18 -20 22 -21 -13 -24 25 -17 28 -28 29 -27
right_child=1 11 6 -5 -6 -7 9 -9 -10 -11 -12 12 -14 -15 15 24 18 -19 19 21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-36.703410130821808 140418.44976760284 -824.51982568639323 31073.487198004204 -10424.456219002717 7074.7348474641058 -69953.225629340275 41751.073889036023 -7154.7522086011149 -51750.728372140497 -5400.6504148757331 39084.759504493508 42750.447521265683 -1379.7825448910753 -3039.6026773406738 -4096.6520160505734 16035.578097129634 -52745.319690906224 16041.995326243334 1140.8710648954195 26975.164614479407 -10176.266616132611 -32029.748198388348 -206312.96700892859 2576.0940402307242 5150.4735559484679 -5683.4544528347269 -25332.592216901885 309248.95813519025 -60875.833910873545 78712.543495977501
leaf_weight=3859289 79 137661 119 3359 13814 36 295 2241 941 35555 148 777 73411 37464 11986 15869 873 6442 6599 314 8774 2113 35 642 95933 2355 93 46 565 336
leaf_count=3859289 79 137661 119 3359 13814 36 295 2241 941 35555 148 777 73411 37464 11986 15869 873 6442 6599 314 8774 2113 35 642 95933 2355 93 46 565 336
internal_value=0 308.688 -2892.24 4420.39 7962.61 54598 -6148.94 -18489.4 -42452.5 -5012.65 74350.7 758.939 1582.67 2720 4123.42 5425.29 -2108.5 2501.86 -9872.38 -5725.69 -6026.26 -24395.8 19016.5 -8223.19 6416.02 12718.3 -2787.17 85392.2 -6551.59 4854.28
internal_weight=0 458875 56587 17436 14077 263 39151 3301 1060 35850 227 402288 264627 191216 153752 127183 26569 16670 9899 9026 10228 2427 1454 677 115197 19264 3395 139 3256 2691
internal_count=4318164 458875 56587 17436 14077 263 39151 3301 1060 35850 227 402288 264627 191216 153752 127183 26569 16670 9899 9026 10228 2427 1454 677 115197 19264 3395 139 3256 2691
is_linear=0
shrinkage=0.1


Tree=1071
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 4 5 1 3 0 0 3 1 5 4 5 0 3 0 4 5 5 0 0 0 1 0 5 3 0
split_gain=5.61503e+12 5.47047e+13 1.45264e+14 2.63586e+14 3.27679e+14 2.08635e+14 1.55375e+14 1.48828e+14 1.49484e+14 1.47167e+14 1.38518e+14 1.1703e+14 2.1702e+14 1.09235e+14 1.82814e+14 1.36419e+14 1.08222e+14 1.36262e+14 1.01358e+14 1.00047e+14 9.04459e+13 8.95885e+13 8.13067e+13 1.75107e+14 1.47842e+14 1.38868e+14 2.56476e+14 1.39471e+14 1.26027e+14 1.16442e+14
threshold=37.098288800000006 37.328003200000005 55.946414150000003 24.500000000000004 8.5000000000000018 2.5000000000000004 71.00500000000001 37.275078000000001 17.500000000000004 55.899899800000007 44.874285750000006 7.5000000000000009 37.275078000000001 94.040000000000006 3.5000000000000004 71.00500000000001 55.975961550000008 14.500000000000002 55.993277250000013 1.5000000000000002 74.010000000000005 59.025000000000013 55.86787755000001 55.834684950000003 55.777112100000004 37.275078000000001 55.885524800000006 84.030000000000015 6.5000000000000009 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 11 6 -6 8 13 10 -2 18 -13 15 -15 -7 -17 -18 -4 -12 -19 -11 23 24 29 -24 28 -28 -27 -21
right_child=1 -3 3 -5 5 7 -8 -9 -10 21 19 12 -14 14 -16 16 17 20 -20 22 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-303.20247867609311 51146.700424205221 -8.0949500628789774 37140.898749382941 -44559.517998243158 23050.190285298038 33912.217186008464 -56007.323304578989 -68069.755434683859 185335.19491406251 -18541.889629947815 -3375.0710725718586 202909.45007102273 -131101.42560221357 -112672.27592773439 125277.74466337317 166175.3929021662 112866.61427071189 130899.19176962211 -22253.064220063359 10575.266342521936 -35635.002905092595 -82697.799382722471 8720.3290121890386 -18921.526136888187 25039.32370704423 292185.18277698866 21026.749466765876 -254256.31092623199 105167.92725934359 -4062.9416599460806
leaf_weight=535096 561 3716272 364 709 5231 622 261 86 100 954 25598 22 168 88 51 176 335 43 1364 11434 135 282 787 2956 3781 44 63 26 199 10356
leaf_count=535096 561 3716272 364 709 5231 622 261 86 100 954 25598 22 168 88 51 176 335 43 1364 11434 135 282 787 2956 3781 44 63 26 199 10356
internal_value=0 42.8865 2879.3 14156 18758 28630.7 19293.1 59976.8 67081.3 950.779 1706.71 -17932.7 -92426.5 58925.9 -25366.9 67863.1 98512.5 75298.7 -9741.84 1204.65 4595.17 -33179.4 5159.04 4121.83 6785.63 31601 85839.1 -59393 139031 3618.25
internal_weight=0 3.78307e+06 66796 9755 9046 7128 5492 1636 1550 57041 55805 1918 190 1450 139 1311 689 513 1728 55244 178 1236 29646 28527 25571 1119 332 89 243 21790
internal_count=4318164 3783068 66796 9755 9046 7128 5492 1636 1550 57041 55805 1918 190 1450 139 1311 689 513 1728 55244 178 1236 29646 28527 25571 1119 332 89 243 21790
is_linear=0
shrinkage=0.1


Tree=1072
num_leaves=31
num_cat=0
split_feature=1 1 5 0 5 0 0 0 2 6 0 5 5 2 4 6 3 0 0 0 1 0 1 5 0 0 3 5 3 2
split_gain=5.32288e+12 8.09485e+13 1.41781e+14 8.21247e+13 8.65982e+13 8.13101e+13 3.30502e+14 2.84552e+14 4.23056e+14 3.02282e+14 2.73908e+14 2.23016e+14 1.21189e+14 1.11197e+14 1.06841e+14 1.62602e+14 1.01958e+14 3.16482e+14 2.18424e+14 1.43234e+14 1.30968e+14 1.04114e+14 1.0041e+14 9.60548e+13 8.38833e+13 7.9249e+13 1.48941e+14 1.30925e+14 1.09516e+14 8.92048e+13
threshold=37.516458750000005 37.542000650000013 40.405000000000008 56.663136550000011 72.010000000000005 55.769960200000007 55.812836050000008 55.784980300000008 19.500000000000004 1.5000000000000002 55.860536450000005 64.020000000000024 70.00500000000001 10.500000000000002 1.5000000000000002 1.5000000000000002 16.500000000000004 56.338501050000012 55.885524800000006 55.86787755000001 37.533784800000006 55.924336300000007 37.533784800000006 78.010000000000005 55.946414150000003 55.551692500000009 8.5000000000000018 118.33500000000002 23.500000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 25 7 8 11 -9 13 14 -13 23 15 -7 18 19 -12 -18 -19 22 -21 -8 -23 27 -27 -4 29 -28
right_child=1 -3 3 4 -6 6 10 9 -10 -11 16 12 -14 -15 -16 -17 17 20 -20 21 -22 24 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-238.19390180588096 -5168.8682637010097 5.080428659912898 8807.2818643018854 -34317.57724697407 -256947.21901041665 -37994.13445566153 -67896.036559278742 198173.23457031252 101964.4365518852 60771.453427875647 -34808.131346704431 115666.16104166667 -5534.2603977272738 4280.0055453709201 -93210.493049715922 137731.31982581966 79900.498114311893 29610.93788345444 35353.79459891843 -35388.374254630638 -76953.767080872814 136580.38100380733 9625.8959127798935 51404.9484942462 31857.268157775783 30813.7693155505 -14808.695235655941 233667.23897235576 28830.678797470522 -56302.114591215963
leaf_weight=770727 9813 3513896 6351 104 21 385 767 210 460 674 513 165 165 448 275 61 307 143 3285 577 596 87 3510 74 633 776 1986 26 428 701
leaf_count=770727 9813 3513896 6351 104 21 385 767 210 460 674 513 165 165 448 275 61 307 143 3285 577 596 87 3510 74 633 776 1986 26 428 701
internal_value=0 51.7507 4941.13 9122.24 -71719.4 9550.37 14700.7 48347.7 21983 93412.1 7334.65 -13023.1 55066 -35961.9 -44187.3 -13959.9 13117.4 4837.74 25876.9 13677.2 -56333 9447.88 3270.81 -57398.7 44511.3 2861.66 -8385.21 9724.07 -18150.3 -25633.7
internal_weight=0 3.54744e+06 33541 23728 125 23603 13335 2395 1511 884 10940 1051 330 1289 721 446 9651 5853 3798 5114 739 4807 4087 841 720 10268 3891 6377 3115 2687
internal_count=4318164 3547437 33541 23728 125 23603 13335 2395 1511 884 10940 1051 330 1289 721 446 9651 5853 3798 5114 739 4807 4087 841 720 10268 3891 6377 3115 2687
is_linear=0
shrinkage=0.1


Tree=1073
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 0 1 1 0 1 3 5 0 1 1 4 5 5 3 1 5 3 5 3 1 5 3 5 5
split_gain=5.13548e+12 9.8141e+13 1.47459e+14 1.73246e+14 9.24989e+13 7.12859e+13 6.98894e+13 1.44071e+14 1.88471e+14 1.29921e+14 2.21218e+14 2.03451e+14 1.81423e+14 1.21605e+14 1.08239e+14 9.01644e+13 8.8159e+13 8.86324e+13 8.3941e+13 1.07239e+14 7.44236e+13 8.82204e+13 7.30106e+13 8.13359e+13 1.19258e+14 7.09807e+13 7.63033e+13 7.65381e+13 7.08002e+13 6.70883e+13
threshold=55.193434200000006 55.299834250000011 38.633372000000001 8.5000000000000018 77.715000000000018 60.837513500000007 55.120365700000008 61.463701450000009 60.837513500000007 55.173809400000003 61.396377350000009 16.500000000000004 68.52500000000002 55.160271200000004 39.188277450000008 61.284352600000013 1.5000000000000002 107.05000000000001 98.020000000000024 16.500000000000004 61.365473900000005 91.050000000000011 2.5000000000000004 110.05000000000001 18.500000000000004 37.457850350000008 79.730000000000018 11.500000000000002 51.015000000000008 59.245000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -4 -1 8 14 10 11 28 -11 -13 25 -15 -12 18 -18 -20 21 -17 -14 24 -24 -8 -27 -28 -10 -9
right_child=1 -3 5 4 -6 -7 7 29 9 12 16 13 22 15 -16 20 17 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-5.750136944120662 1055.5386784888994 -25.813181201015013 -21644.823656295586 52013.973514122597 188800.68648726854 -5658.9676658312746 -15696.153128390841 -2114.5255508309324 21398.10124172784 5344.7747322014093 -4124.2022206372949 32320.330108975118 141247.88120959053 25593.690307028046 -21952.481273699072 -36791.464412209665 10174.742703686694 -33358.182597741725 14536.933718441032 136992.35966878256 15183.522458941563 119688.20206925676 -7072.4392986524908 -52673.367247027607 -72063.271140675744 14175.122097386706 41433.483830990997 -65721.006931197742 39475.268864200596 -17560.833085542032
leaf_weight=2138938 1447 2061524 3101 585 54 27773 1755 11878 4538 24743 7100 881 29 518 3660 1373 11601 457 177 120 422 37 3390 583 308 3008 92 242 4146 3684
leaf_count=2138938 1447 2061524 3101 585 54 27773 1755 11878 4538 24743 7100 881 29 518 3660 1373 11601 457 177 120 422 37 3390 583 308 3008 92 242 4146 3684
internal_value=0 -112.367 -5525.98 20206.5 63573.4 -7264.6 105.838 2922.4 4878.01 6865.05 11327.5 22058.1 2046.68 635.398 -8832.55 -11243.1 4755.73 9858.73 11518.7 64013.9 -21658.7 -32685.3 -16887.1 -17958.3 -12485.4 588.467 9140.09 -36205.4 30028.7 -5771.14
internal_weight=0 2.09448e+06 32960 2086 639 30874 2.22368e+06 84742 69180 60423 31370 11915 29053 3231 8757 2350 19455 12355 11898 297 1832 1410 4310 4281 3698 5097 3342 334 8684 15562
internal_count=4318164 2094484 32960 2086 639 30874 2223680 84742 69180 60423 31370 11915 29053 3231 8757 2350 19455 12355 11898 297 1832 1410 4310 4281 3698 5097 3342 334 8684 15562
is_linear=0
shrinkage=0.1


Tree=1074
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 0 3 3 1 0 1 1 1 5 0 3 2 0 0 3 3 2 0 5 3 1 3 4 0 2
split_gain=5.25522e+12 3.46283e+13 4.73252e+13 4.29598e+13 4.60182e+13 5.51394e+13 4.53326e+13 6.78766e+13 4.76421e+13 3.78106e+13 3.74991e+13 8.33083e+13 6.42483e+13 7.1764e+13 5.68736e+13 5.52151e+13 4.92516e+13 4.34379e+13 1.01603e+14 4.9531e+13 5.38069e+13 4.50186e+13 4.19583e+13 4.06964e+13 8.62132e+13 4.80457e+13 9.40797e+13 6.74256e+13 6.97278e+13 5.66445e+13
threshold=41.995000000000012 40.005000000000003 5.5000000000000009 57.178027650000011 55.695992150000002 55.56564190000001 25.500000000000004 29.500000000000004 37.914142000000005 44.732363600000006 30.451272450000005 37.362912300000012 37.39371280000001 28.035000000000004 59.755965500000009 6.5000000000000009 19.500000000000004 55.851332700000007 55.834684950000003 27.500000000000004 17.500000000000004 9.5000000000000018 44.732363600000006 38.010000000000012 10.500000000000002 30.425002000000003 24.500000000000004 -1.0000000180025095e-35 60.042666650000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 9 8 -8 -7 -4 14 22 13 -13 -1 -15 23 18 19 20 -17 -22 -12 25 -25 27 -27 -16 29 -29
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 11 12 -14 15 16 17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-5390.2128265562933 -81.520291664510154 5044.7446526388194 14575.999070315504 -4293.9256135510805 4780.8245926088093 -16295.191834587598 116379.86991586539 5577.9973932709572 5761.2130899306803 561.71166939480565 -32944.965959673958 -11946.752195774468 -12.893066576474562 -6450.4568852334396 -3413.2684217270648 17755.591222187712 -5510.0711936566604 8003.1428656973358 103517.36515777071 -22742.871740966799 21238.685565883832 78018.073406161493 -3075.7582631597497 13886.871973295627 -5157.6342192650136 12854.401964853249 -11226.46970821035 12825.053107333324 -4200.147205498758 4099.0810978206118
leaf_weight=10421 2793014 30868 1971 15250 29376 4384 65 370 1261 82812 473 1099 1150512 835 14191 1212 7449 1339 177 200 236 342 82257 2902 13140 11172 1898 9063 8352 41523
leaf_count=10421 2793014 30868 1971 15250 29376 4384 65 370 1261 82812 473 1099 1150512 835 14191 1212 7449 1339 177 200 236 342 82257 2902 13140 11172 1898 9063 8352 41523
internal_value=0 149.288 1511.1 706.037 1340.19 227.827 -8971.16 22134.6 -11368.2 887.51 -17.4376 -181.023 38.3712 10880.3 1669.59 16659.4 2340.3 22163.3 30912.9 24455.1 29728.7 54834.8 -3246.53 2912.26 -1712.48 3772.94 9357.42 2774.85 4264.82 5662.43
internal_weight=0 1.52515e+06 166357 135489 120239 90863 6080 435 5645 84783 1.35879e+06 1.23868e+06 1.15595e+06 5440 120111 4341 109690 3506 2167 1990 1790 578 82730 102241 16042 86199 13070 73129 58938 50586
internal_count=4318164 1525150 166357 135489 120239 90863 6080 435 5645 84783 1358793 1238682 1155952 5440 120111 4341 109690 3506 2167 1990 1790 578 82730 102241 16042 86199 13070 73129 58938 50586
is_linear=0
shrinkage=0.1


Tree=1075
num_leaves=31
num_cat=0
split_feature=4 5 1 2 5 0 1 4 3 0 1 0 1 0 3 1 5 3 4 2 0 5 4 4 2 1 0 0 1 3
split_gain=5.59037e+12 2.18566e+13 2.15869e+13 2.84629e+13 2.02369e+13 3.00774e+13 3.06048e+13 2.93336e+13 2.77721e+13 2.30866e+13 8.33144e+13 2.08513e+13 2.55586e+13 2.9303e+13 2.69487e+13 2.39761e+13 2.06575e+13 2.80023e+13 2.9227e+13 6.68385e+13 2.385e+13 2.01484e+13 2.906e+13 2.96861e+13 2.95012e+13 2.01409e+13 2.35017e+13 2.36324e+13 3.79301e+13 4.09757e+13
threshold=1.0000000180025095e-35 16.850000000000005 37.737121850000008 1.5000000000000002 13.050000000000002 59.609407350000005 61.42204370000001 1.5000000000000002 5.5000000000000009 44.580511600000001 40.247294600000011 60.003414000000006 30.434657650000002 59.882016200000002 7.5000000000000009 50.388877400000005 20.010000000000002 8.5000000000000018 1.5000000000000002 8.5000000000000018 55.751981950000008 19.650000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 36.761894450000007 55.518428350000008 55.924336300000007 37.752451500000006 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -2 10 -9 12 13 14 -7 -13 17 21 -19 20 -20 22 23 -6 -24 -11 -27 28 29 -28
right_child=4 -3 -4 -5 16 11 -8 9 -10 25 -12 15 -14 -15 -16 -17 -18 18 19 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-4440.6026194116257 6811.1720237105101 660.93734675339272 1279.4591199255092 -21592.098038706332 1653.8419996502378 121252.35541779891 -7583.0601865346325 76596.852954319547 29480.368865194709 -58469.193303571432 -16924.334564652876 -35026.838848958338 1697.2127485795456 137302.81894176136 -16589.033836570947 30638.837073946223 -21.869028478805213 -7383.9325342762168 -48440.918750000004 67225.923197115393 -177869.68642857144 -9615.1968247970653 -24524.095108695652 -62359.331672731176 115230.88160511365 -9543.0278539693882 142616.56680501302 -3781.2775714521181 5405.5808311863948 33799.807988911292
leaf_weight=4562 1316 234190 4293 1228 9546 23 1821 168 917 63 220 75 55 55 37 215 4047321 7479 24 26 35 1909 23 73 44 1419 48 551 304 124
leaf_count=4562 1316 234190 4293 1228 9546 23 1821 168 917 63 220 75 55 55 37 215 4047321 7479 24 26 35 1909 23 73 44 1419 48 551 304 124
internal_value=0 464.663 -4094.06 -8078.26 -27.8615 5192.95 3554.11 7507.48 16120.5 868.618 23569.4 29957.3 57764.8 84579.7 36250.2 13656.3 -37.3762 -3313.25 -8046.61 -66354.7 -125221 -225.439 1625.18 1168.04 67255.3 -2641.9 -1204 10318 26638.8 64167.3
internal_weight=0 244273 10083 5790 4.07389e+06 7411 6951 5130 2233 2897 388 460 170 115 60 290 4.06648e+06 19159 7564 85 59 11595 9686 9619 67 2509 2446 1027 476 172
internal_count=4318164 244273 10083 5790 4073891 7411 6951 5130 2233 2897 388 460 170 115 60 290 4066480 19159 7564 85 59 11595 9686 9619 67 2509 2446 1027 476 172
is_linear=0
shrinkage=0.1


Tree=1076
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 1 1 5 0 2 1 1 1 5 1 0 0 1 5 5 5 5 5 5 1 5 1 5 4 1
split_gain=5.12757e+12 2.85121e+13 1.37303e+14 1.43954e+14 1.309e+14 1.39896e+14 1.34758e+14 1.10252e+14 1.34195e+14 1.02206e+14 9.75193e+13 9.64372e+13 7.52869e+13 7.22196e+13 6.95648e+13 6.57229e+13 1.25301e+14 9.02945e+13 7.12718e+13 6.39436e+13 9.34215e+13 6.38167e+13 6.33415e+13 6.3238e+13 7.75183e+13 7.03789e+13 5.82234e+13 8.56869e+13 7.61405e+13 7.19319e+13
threshold=3.5000000000000004 4.5000000000000009 57.057093650000006 57.117834900000013 82.961358250000018 83.140147550000009 82.837870700000011 42.205000000000005 55.061033200000004 1.5000000000000002 38.151577750000008 61.880021000000006 82.963712850000022 41.505000000000003 82.911991800000024 54.811549550000009 54.864040150000001 83.053286850000021 50.805000000000007 125.85000000000001 142.05000000000004 61.405000000000008 97.050000000000011 71.00500000000001 35.911716050000003 34.010000000000012 20.507360500000004 101.05000000000001 3.5000000000000004 37.869926150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 6 7 10 13 12 14 19 -4 -9 -6 -8 -14 18 -18 -17 26 -21 -13 -16 24 25 -5 27 -2 -29 -28
right_child=1 -3 3 23 5 -7 9 8 -10 -11 -12 21 15 -15 22 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=445.17013093047473 13049.916805350438 21.009751660860704 -28033.031358309661 -4492.9345188760053 11866.238218532228 -3426.4531646652695 -36313.627873884667 177553.49723214286 -42328.627300305969 -31923.838279294148 -5848.0615682403541 35249.233920560029 -19101.077150762649 -21058.537407659922 16192.796012620192 44878.2277107798 31626.961684929523 -21067.817764817912 111363.56314474126 -100480.19167498902 -2468.0241066196991 111599.70060800209 196627.33226562501 -4876.946821987307 428.94771418179226 17748.345135996657 -2315.3963000021754 118281.21299460433 -71281.31925 10934.404641926199
leaf_weight=244111 1423 3945856 110 1762 2132 8251 296 35 263 2971 60591 202 252 969 715 382 2406 376 279 149 280 239 20 5986 9093 7389 15948 139 25 5514
leaf_count=244111 1423 3945856 110 1762 2132 8251 296 35 263 2971 60591 202 252 969 715 382 2406 376 279 149 280 239 20 5986 9093 7389 15948 139 25 5514
internal_value=0 -26.6739 -1494.36 5191.16 -3096.37 5426.97 -4581.43 15724.3 26710.6 -22509.8 -3727.97 55733.3 31578.5 1577.91 4618.39 30195.8 33803.9 24505 72940.9 1743.46 -36509.5 76627.4 21102.6 4041.81 6968.12 13465.8 2455.44 20938.3 89384.5 1088.73
internal_weight=0 4.07405e+06 128197 24781 103416 15345 88071 7094 3993 4002 84069 551 3730 3101 1031 3695 3443 2782 661 23478 429 441 735 24230 18244 9151 23049 1587 164 21462
internal_count=4318164 4074053 128197 24781 103416 15345 88071 7094 3993 4002 84069 551 3730 3101 1031 3695 3443 2782 661 23478 429 441 735 24230 18244 9151 23049 1587 164 21462
is_linear=0
shrinkage=0.1


Tree=1077
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 1 4 5 1 3 1 5 6 5 5 0 3 3 2 1 0 1 3 0 1 0 3 4 2
split_gain=5.23747e+12 7.74867e+13 3.93963e+13 1.5667e+14 1.28485e+14 1.50441e+14 9.40099e+13 8.76827e+13 8.43487e+13 7.97335e+13 6.69014e+13 6.67704e+13 8.65631e+13 6.51846e+13 6.41495e+13 8.11629e+13 5.59695e+13 5.28968e+13 5.15814e+13 6.55026e+13 5.68128e+13 5.93052e+13 5.7169e+13 4.77928e+13 4.7671e+13 4.60891e+13 5.11527e+13 4.47098e+13 4.24648e+13 4.61887e+13
threshold=34.010000000000012 35.505000000000003 55.576287050000012 55.885524800000006 37.832345550000007 37.767735350000002 37.328003200000005 1.5000000000000002 16.850000000000005 38.096381250000007 3.5000000000000004 49.111504200000006 32.355000000000011 1.5000000000000002 24.010000000000002 32.910000000000004 55.820531900000013 5.5000000000000009 9.5000000000000018 19.500000000000004 47.208373000000009 56.911498950000002 30.259484550000003 20.500000000000004 55.657530000000008 37.869926150000005 55.801980100000009 20.500000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 16 8 -8 -1 24 25 -13 -11 -7 -16 -4 28 20 -20 22 -22 -5 -9 -10 26 -6 -27 -12 -30
right_child=1 -3 3 18 11 14 7 23 10 13 17 12 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-5040.3076953016371 -2643.7039073367218 33.864530212465517 1233.047951727621 5384.4894323492963 -12456.1507462277 11968.383178618022 -4179.90634867065 37983.196459788523 -193755.26968005951 -2288.0801348776959 5897.5905471446431 1883.2379145871023 17785.208748627043 794.70593384895312 48937.787141406727 8843.937670321995 -19741.868446939814 8375.8125470708783 2300.9768563662951 -9089.4187058568477 2900.8275554998004 -3031.0576142578766 -4697.4905420966243 125860.67859635416 -32820.898487311242 -1891.2322623395257 -92871.315522580044 11391.953130421578 49398.537375703701 20146.637196589647
leaf_weight=34045 111530 3494072 4232 6217 2239 1790 4991 354 21 91610 1503 13869 4545 272953 1690 720 1819 25193 77199 5402 39669 29305 58996 75 149 27808 82 2788 680 2618
leaf_count=34045 111530 3494072 4232 6217 2239 1790 4991 354 21 91610 1503 13869 4545 272953 1690 720 1819 25193 77199 5402 39669 29305 58996 75 149 27808 82 2788 680 2618
internal_value=0 -48.9591 247.736 1085.57 4422.29 8270.51 6450.9 8410.39 7862.03 -412.162 9854.52 986.09 5808.21 20.0414 26308.5 36959.5 -5072.25 10209.1 -409.976 1556.06 -1620.2 380.546 -3736.34 53346.4 -52701 -1711.44 -15297.2 -680.828 19829 26178
internal_weight=0 3.6056e+06 712562 313954 97166 45835 41635 35584 35155 398608 30164 51331 18414 364563 4200 2410 6051 29994 216788 82601 134187 68974 65213 429 170 32917 2321 30596 4801 3298
internal_count=4318164 3605602 712562 313954 97166 45835 41635 35584 35155 398608 30164 51331 18414 364563 4200 2410 6051 29994 216788 82601 134187 68974 65213 429 170 32917 2321 30596 4801 3298
is_linear=0
shrinkage=0.1


Tree=1078
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 6 3 0 1 1 5 1 1 1 5 3 1 3 6 6 5 3 1 1 1 4 3 5 5 6
split_gain=5.83239e+12 1.02904e+14 3.83632e+14 2.72763e+14 2.19488e+14 1.00125e+14 8.57227e+13 6.84906e+13 3.87441e+14 2.62481e+14 2.66681e+14 8.1641e+13 6.5025e+13 1.78059e+14 7.31055e+13 6.81209e+13 6.28749e+13 9.30006e+13 1.55387e+14 6.15641e+13 5.87656e+13 5.70791e+13 5.45858e+13 5.92257e+13 5.40117e+13 6.02814e+13 5.18238e+13 5.16295e+13 4.87647e+13 6.56506e+13
threshold=55.535913550000011 55.518428350000008 37.582182450000005 48.510000000000012 37.362912300000012 1.5000000000000002 24.500000000000004 55.455204450000004 37.542000650000013 36.761894450000007 55.005000000000003 36.585378200000001 37.620907050000007 37.66934650000001 68.52500000000002 6.5000000000000009 36.761894450000007 4.5000000000000009 1.5000000000000002 1.5000000000000002 61.020000000000003 18.500000000000004 37.615058950000012 37.620907050000007 37.342273500000012 1.0000000180025095e-35 6.5000000000000009 87.395000000000024 83.010000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 24 16 6 -4 -1 9 11 -11 -9 -7 14 -14 -16 -5 -18 -19 -6 -10 28 -8 -24 -3 -26 -15 -23 -22 -30
right_child=-2 2 5 4 19 12 22 8 20 10 -12 -13 13 26 15 -17 17 18 -20 -21 21 27 23 -25 25 -27 -28 -29 29 -31
leaf_value=95.778946625929109 -127.08111029720573 -19765.387492994225 -15673.873668493479 -103544.90105646307 60085.374008409904 489.03148234617532 2309.764885473583 -20210.832797258841 -14910.454895372655 7298.6440895378028 56503.374294926951 -101110.03350509753 52176.74182518413 -20060.697330104213 279719.81339285715 81887.035389775818 112136.4258873981 -105666.35323877429 35442.782302572123 104659.36520598958 -35950.29314338971 -49735.65234375 75681.161822089955 -69511.125710227279 -18624.240039898101 28968.18051151514 19763.271450623157 -184889.57256944446 -159902.73125000001 14555.590176752185
leaf_weight=2319419 1966665 460 4881 44 528 2722 2445 1082 6900 3719 1565 141 693 599 28 46 92 103 322 750 1912 76 189 33 336 1280 719 45 23 347
leaf_count=2319419 1966665 460 4881 44 528 2722 2445 1082 6900 3719 1565 141 693 599 28 46 92 103 322 750 1912 76 189 33 336 1280 719 45 23 347
internal_value=0 106.284 8031.57 35310 63354.6 -612.296 -7796.36 51.0666 -6508.49 12209.4 21872 -29537.7 10668.2 23957.3 62265.2 156743 11211.3 20977.7 1244.57 86243.8 -19600.8 -33068.6 6620.64 54098.5 10467 19072.7 1664.21 -99999.5 -29519.7 3710.88
internal_weight=0 2.3515e+06 16270 3915 1839 12355 7548 2.33523e+06 15810 6507 5284 1223 4807 2085 767 74 561 517 425 1278 9303 2403 2667 222 2076 1616 1318 121 2282 370
internal_count=4318164 2351499 16270 3915 1839 12355 7548 2335229 15810 6507 5284 1223 4807 2085 767 74 561 517 425 1278 9303 2403 2667 222 2076 1616 1318 121 2282 370
is_linear=0
shrinkage=0.1


Tree=1079
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 5 0 0 5 3 5 5 3 1 0 0 5 5 1 0 1 1 6 0 3 3 4 5 3 1
split_gain=5.70103e+12 3.46394e+13 1.47762e+14 2.39577e+14 9.28795e+14 2.29018e+14 2.19595e+14 1.94792e+14 1.88411e+14 1.50174e+14 2.8738e+14 1.76034e+14 1.41022e+14 1.41485e+14 1.3568e+14 4.84523e+14 2.89082e+14 1.94829e+14 1.74783e+14 1.69111e+14 2.27949e+14 1.72705e+14 5.08153e+14 1.554e+14 3.20301e+14 3.79884e+14 1.8731e+14 1.83303e+14 1.5279e+14 1.486e+14
threshold=10.500000000000002 30.410108300000001 30.332994000000003 59.950068600000009 59.916647550000008 86.02500000000002 60.003414000000006 59.755965500000009 33.805000000000007 8.5000000000000018 74.610000000000014 56.505000000000003 8.5000000000000018 30.362552800000003 59.950068600000009 59.982527000000012 72.705000000000013 32.475000000000001 30.226173900000003 59.932719750000011 30.259484550000003 30.243224600000001 1.5000000000000002 59.963407450000012 9.5000000000000018 8.5000000000000018 1.5000000000000002 97.050000000000011 9.5000000000000018 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 8 9 12 -6 11 -11 -5 13 -4 19 16 17 -16 -19 -1 21 -21 -23 24 25 26 -18 29 -24 -27
right_child=-2 -3 3 6 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 23 18 -20 20 -22 22 28 -25 -26 27 -28 -29 -30 -31
leaf_value=21.913436740655456 -147.5828845819228 173.49805356792359 -50172.885869655904 -32674.122282918295 -8300.4504290656878 -536.93075897543383 -7978.3488196277149 -23567.367631385132 42414.389815221766 -35757.980910798324 59574.079402608091 -88669.68237824137 -73058.887643497001 12706.276217055987 -23715.230992720066 -2053.5460963915807 -163948.31663290897 -64223.612037748448 50833.506910136442 -8703.6568168914346 -23140.808630297921 -41337.936899055989 53506.642060305749 34411.816858144673 -106583.520390625 17198.408246970663 -7238.8135802708975 -47346.522721354173 162150.56484163471 220110.58596601279
leaf_weight=68157 1629650 2548796 398 1512 852 2523 6781 10771 5225 1524 399 893 237 3547 419 19467 81 136 4523 1419 7111 375 243 989 315 49 1307 51 277 137
leaf_count=68157 1629650 2548796 398 1512 852 2523 6781 10771 5225 1524 399 893 237 3547 419 19467 81 136 4523 1419 7111 375 243 989 315 49 1307 51 277 137
internal_value=0 89.4578 -1443.64 -7105.24 -1395.58 24789.4 -19210.7 -16455.5 35304.1 -36809.2 -15977.7 -53465.8 1861.64 6362.57 424.336 6463.35 27170.1 41600.8 47474.9 -1714.25 -14269.4 12992.9 47392.3 2151.5 -14294.6 3595.23 -16384 120604 111380 166655
internal_weight=0 2.68851e+06 139718 34662 23553 8600 11109 14953 6077 4328 1923 2405 4182 3945 105056 27474 8007 5078 4659 77582 9425 2314 895 2929 1940 1625 1388 237 520 186
internal_count=4318164 2688514 139718 34662 23553 8600 11109 14953 6077 4328 1923 2405 4182 3945 105056 27474 8007 5078 4659 77582 9425 2314 895 2929 1940 1625 1388 237 520 186
is_linear=0
shrinkage=0.1


Tree=1080
num_leaves=31
num_cat=0
split_feature=0 0 6 1 5 1 2 1 3 1 0 1 1 1 5 1 5 1 3 3 5 3 5 5 3 3 5 5 3 3
split_gain=5.72486e+12 7.48201e+13 9.69077e+13 1.00388e+14 8.06863e+13 1.05863e+14 1.17826e+14 6.69226e+13 6.55756e+13 7.82651e+13 6.5336e+13 1.22814e+14 2.09474e+14 1.73013e+14 1.31715e+14 8.84093e+13 7.05262e+13 6.26999e+13 6.1824e+13 1.2249e+14 5.37484e+13 5.26438e+13 6.08197e+13 4.96348e+13 6.5784e+13 6.92049e+13 5.63615e+13 4.75752e+13 4.66936e+13 4.49961e+13
threshold=57.60800230000001 57.641335050000002 1.5000000000000002 39.863684800000009 46.810000000000009 39.925119750000007 13.500000000000002 39.826386800000009 5.5000000000000009 39.969502550000009 57.178027650000011 65.610478850000007 40.247294600000011 60.837513500000007 74.010000000000005 38.233559750000005 116.06000000000002 39.787929450000007 7.5000000000000009 15.500000000000002 105.35000000000001 4.5000000000000009 87.395000000000024 55.405000000000008 18.500000000000004 4.5000000000000009 101.05000000000001 225.45000000000002 11.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 18 -4 7 20 -6 21 -10 -1 12 14 -14 17 -16 -15 -12 -2 -20 -7 -5 -23 -13 25 -25 -27 29 -18 -17
right_child=1 -3 4 8 5 6 -8 -9 9 -11 11 23 13 16 15 27 28 -19 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=2.0400101548411707 -35289.581646771199 96.751068644870742 2909.2171917275077 -14434.096954894916 -9760.7074971955408 4985.1130129202556 -195739.5053024292 30137.640030063132 -29839.444497095275 4204.9507762628336 -10716.29494177617 5815.8120232269503 -30229.921441594386 -6493.5752404852201 -145098.51922169814 -20588.975481564135 -156905.88589993989 4487.0942781271697 74067.403670222775 -3974.9836904253279 -72289.58628029337 34380.571351782623 -66861.536911057701 73338.894035259043 81059.642607635062 11597.63011514539 -123921.62690429688 135020.24843750001 -14188.554987614329 7689.1922814308455
leaf_weight=3692239 143 561896 5173 589 464 1104 32 4474 2054 1006 3111 2880 4931 9833 53 3382 52 21182 413 392 98 681 65 190 209 749 32 21 41 675
leaf_count=3692239 143 561896 5173 589 464 1104 32 4474 2054 1006 3111 2880 4931 9833 53 3382 52 21182 413 392 98 681 65 190 209 749 32 21 41 675
internal_value=0 292.726 6891.32 -4212.86 12120.9 19841.6 -6356.95 26388.6 -10579 -18647.1 -45.2902 -3736.69 -5296.67 -14919.3 -267.002 -16774.8 -7313.33 2540.12 25300.9 36064.2 -1315.15 7914.22 25559.2 12893.2 30166.9 19212.7 6044.98 -15107 -93987.5 -15884.1
internal_weight=0 578584 16688 5343 11345 6172 1234 4938 4395 3060 3.73958e+06 47341 43281 14857 28424 4131 9926 24293 948 805 1202 1335 746 4060 1180 971 781 4078 93 4057
internal_count=4318164 578584 16688 5343 11345 6172 1234 4938 4395 3060 3739580 47341 43281 14857 28424 4131 9926 24293 948 805 1202 1335 746 4060 1180 971 781 4078 93 4057
is_linear=0
shrinkage=0.1


Tree=1081
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 1 0 3 3 6 5 3 2 5 0 0 3 5 4 3 5 5 3 5 0 1 5 5 5 2
split_gain=5.48513e+12 4.02654e+13 6.0715e+13 1.78897e+14 2.02292e+14 1.16035e+14 1.40122e+14 1.35455e+14 1.71395e+14 1.38701e+14 9.68395e+13 9.01696e+13 8.38905e+13 7.86348e+13 7.1456e+13 8.17898e+13 7.12675e+13 6.4339e+13 6.36482e+13 1.05537e+14 6.35695e+13 6.33838e+13 6.23988e+13 5.91452e+13 6.20349e+13 8.80875e+13 9.87335e+13 5.73168e+13 8.13805e+13 1.12077e+14
threshold=82.981501350000016 55.012854300000008 54.811549550000009 54.710000000000008 16.500000000000004 83.093115700000013 54.864040150000001 9.5000000000000018 8.5000000000000018 1.5000000000000002 82.00500000000001 8.5000000000000018 4.5000000000000009 99.555000000000021 53.973051950000006 54.194619400000008 3.5000000000000004 54.410000000000004 3.5000000000000004 11.500000000000002 93.00500000000001 70.00500000000001 11.500000000000002 31.415000000000003 54.959412650000012 83.053286850000021 53.705000000000005 177.02500000000003 132.05000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 16 5 18 7 8 9 -7 12 27 -9 -6 -2 -16 17 -4 -5 -20 -11 -10 -14 -18 -25 -26 -27 28 -8 -30
right_child=1 -3 3 4 13 6 11 10 21 20 -12 -13 22 -15 15 -17 23 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=44.394222067795496 544.7931287920394 -905.49676716260569 -11284.849098078505 12794.494274227938 -6863.8276688481992 -156754.18977272729 -1837.26654561173 234004.451171875 -17915.753579060965 90634.362625424328 290953.46143973217 39527.301752501116 -81879.857932692321 -74089.687531121235 -47756.363305822597 -5121.7233830390433 -8779.5785289609321 -64805.538456632654 -20673.091240394129 107192.46300137286 262883.78777173912 -211582.7853125 133259.2556361607 8498.9020938956019 1473.8239299475188 -12274.603468019281 -79896.295574747724 -142436.86232638892 198455.45196143619 -67147.366015624997
leaf_weight=3738169 126944 373570 2699 15408 3957 22 1084 32 109 313 42 1333 26 182 462 17266 5785 245 1001 69 23 20 28 10375 16510 2152 240 27 47 24
leaf_count=3738169 126944 373570 2699 15408 3957 22 1084 32 109 313 42 1333 26 182 462 17266 5785 245 1001 69 23 20 28 10375 16510 2152 240 27 47 24
internal_value=0 -286.129 834.75 3459.75 10268.9 14509.4 32160 74947 50886.7 86498 166489 21697.2 105704 -9819.88 -285.728 -6232.8 -794.773 -15738.8 11156.7 -12427.6 102425 -47941.6 29673.8 460.014 2285.72 -1124.6 -19059.4 1589.24 4956.08 108674
internal_weight=0 579995 206425 61753 23747 19608 3130 615 487 358 128 2515 86 4139 144672 17728 38006 2944 16478 1070 336 129 54 35062 29277 18902 2392 1182 1155 71
internal_count=4318164 579995 206425 61753 23747 19608 3130 615 487 358 128 2515 86 4139 144672 17728 38006 2944 16478 1070 336 129 54 35062 29277 18902 2392 1182 1155 71
is_linear=0
shrinkage=0.1


Tree=1082
num_leaves=31
num_cat=0
split_feature=5 5 1 3 3 1 1 6 3 1 0 0 0 1 5 3 4 5 2 4 1 6 4 4 0 1 3 0 1 3
split_gain=5.94638e+12 3.14697e+13 4.57597e+13 3.74868e+13 3.80564e+13 3.39684e+13 6.16122e+13 1.29786e+14 1.07979e+14 6.30752e+13 5.7431e+13 5.52368e+13 4.78151e+13 4.39213e+13 4.29221e+13 7.3722e+13 3.87524e+13 3.6646e+13 5.56465e+13 5.66221e+13 4.21208e+13 3.41752e+13 6.51518e+13 3.73053e+13 3.98122e+13 4.07948e+13 3.47927e+13 1.47765e+14 3.40685e+13 3.3579e+13
threshold=41.505000000000003 40.005000000000003 30.346469350000003 5.5000000000000009 36.500000000000007 30.451272450000005 30.578016350000002 1.5000000000000002 19.500000000000004 30.468306550000005 59.820733200000006 59.982527000000012 59.755965500000009 30.502469200000004 38.010000000000012 10.500000000000002 1.0000000180025095e-35 32.615000000000009 2.5000000000000004 2.5000000000000004 30.425002000000003 1.5000000000000002 1.5000000000000002 1.5000000000000002 60.035045000000004 30.207352000000004 9.5000000000000018 59.932719750000011 30.370618100000005 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 12 7 8 9 -7 -9 -12 -1 -11 17 -16 -17 20 -19 21 -14 22 26 24 25 -23 27 -20 -24 -25
right_child=-2 2 3 4 -6 6 -8 10 -10 13 11 -13 14 -15 15 16 -18 18 19 -21 -22 23 28 29 -26 -27 -28 -29 -30 -31
leaf_value=-4858.3998813826647 -85.933948994184902 -6359.7186515425765 5409.296099136569 1122.3604988893567 69271.474417337551 -15065.558841202495 -57.133214575712536 -18701.06708782215 -8674.6023534406595 -69589.077746084193 6056.9731978459686 -11656.411709337266 -695.54114363637575 -31199.488089999493 12202.257340297792 57082.26649996054 -5698.7380929947303 13055.317610317252 14125.146870387262 -49829.735034919511 8034.045423252097 985.77422669954285 38758.221530437469 19754.716882548892 547.60444588501321 13486.744034944262 1174.5956426495986 -53307.783301633644 -406.24876292158922 -34053.856343040658
leaf_weight=10421 2810827 6984 25433 116045 82 833 1219098 1419 4828 613 9130 2181 32762 580 2902 99 14313 7081 739 198 6649 3465 688 163 5786 10585 22950 580 328 402
leaf_count=10421 2810827 6984 25433 116045 82 833 1219098 1419 4828 613 9130 2181 32762 580 2902 99 14313 7081 739 198 6649 3465 688 163 5786 10585 22950 580 328 402
internal_value=0 160.246 1542.19 1932.04 1170.48 9.17175 -146.522 -5710.97 -16805.4 -36181.4 262.429 2641.46 1614.82 -50925.2 2229.8 -2339.38 -5267.48 3086.2 4804.29 3530.96 777.221 3762.23 1305.49 6807.1 7528.8 10403.8 266.881 -15526.9 26114.6 -18530.3
internal_weight=0 1.50734e+06 148544 141560 116127 1.35879e+06 1.23868e+06 19584 6854 2026 12730 11311 120111 1193 109690 17314 14412 92376 52965 45884 39411 45686 25285 20401 19836 14050 24269 1319 1016 565
internal_count=4318164 1507337 148544 141560 116127 1358793 1238682 19584 6854 2026 12730 11311 120111 1193 109690 17314 14412 92376 52965 45884 39411 45686 25285 20401 19836 14050 24269 1319 1016 565
is_linear=0
shrinkage=0.1


Tree=1083
num_leaves=31
num_cat=0
split_feature=5 5 5 1 5 1 6 1 4 6 6 1 3 1 1 3 2 3 3 0 0 1 1 1 0 5 0 0 1 3
split_gain=5.47711e+12 5.75893e+13 5.45631e+13 7.24031e+13 4.07167e+13 8.21959e+13 1.04267e+14 5.13179e+13 4.05373e+13 1.64684e+14 7.05807e+13 6.54921e+13 6.32673e+13 5.61865e+13 5.61278e+13 7.55799e+13 4.16176e+13 3.97691e+13 6.511e+13 8.69983e+13 6.68775e+13 8.90145e+13 7.88054e+13 6.63441e+13 4.01985e+13 3.917e+13 3.79828e+13 1.12995e+14 1.04147e+14 4.53284e+13
threshold=39.005000000000003 39.025000000000013 39.305000000000007 38.151577750000008 38.905000000000008 37.832345550000007 1.5000000000000002 37.39371280000001 1.5000000000000002 1.5000000000000002 1.5000000000000002 30.502469200000004 3.5000000000000004 37.342273500000012 49.073956850000009 23.500000000000004 10.500000000000002 9.5000000000000018 11.500000000000002 59.896318000000008 60.003414000000006 30.388336800000001 30.243224600000001 30.278357500000002 59.950068600000009 39.505000000000003 55.734663800000007 55.664473600000008 37.752451500000006 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 8 6 -6 -8 10 14 -1 17 -11 -13 15 16 -10 -12 19 -19 21 22 24 -24 -21 26 27 -4 29 -29
right_child=1 2 25 -5 5 -7 7 -9 9 12 11 13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1093.050662566239 -5115.8706021224607 -1107.3204031730295 -3748.5843463617657 13923.509416690444 14009.233294308826 5030.0762329318495 -1225.2043177110429 -15682.779577646059 17912.47846861566 575.93808439658551 754.87440607137182 -3202.4057584457969 -8042.8025412677034 639.15714696988675 -776.96329685114097 -4843.4408022641319 42048.565426797672 -3856.2860733472744 4896.0110984787916 -62631.796715856486 10418.566590490638 -5995.0509231172082 131748.53826436552 60428.554269683293 45421.807154605267 -22.787755231762837 4346.5760148173667 4478.3661197916672 -8473.4210975662263 -89385.165598083666
leaf_weight=311593 22453 6351 27406 6469 2490 41088 4629 5228 2636 12351 24081 40322 27438 682567 2672 1164 980 814 32828 54 578 193 214 334 95 3054955 5261 60 499 361
leaf_count=311593 22453 6351 27406 6469 2490 41088 4629 5228 2636 12351 24081 40322 27438 682567 2672 1164 980 814 32828 54 578 193 214 334 95 3054955 5261 60 499 361
internal_value=0 -69.6384 -33.1051 6477.27 182.139 2880.09 -4274.56 -8893.28 55.7797 -2812.26 179.664 686.734 -5367.44 424.879 10830.8 17319.5 24453.8 3884.72 6031.4 22364.7 36904.1 54104.8 70746.5 88279.8 6261.44 -60.1285 -3456.51 -4905.79 -39377.8 -76007.9
internal_weight=0 3.12382e+06 3.10136e+06 12820 1.19435e+06 53435 12347 9857 1.14091e+06 47241 1.09367e+06 782080 39789 722889 7452 4780 3616 59191 35110 2282 1468 890 697 548 149 3.08854e+06 33587 28326 920 421
internal_count=4318164 3123815 3101362 12820 1194349 53435 12347 9857 1140914 47241 1093673 782080 39789 722889 7452 4780 3616 59191 35110 2282 1468 890 697 548 149 3088542 33587 28326 920 421
is_linear=0
shrinkage=0.1


Tree=1084
num_leaves=31
num_cat=0
split_feature=1 0 1 6 3 3 5 0 0 0 0 1 3 2 3 1 5 5 0 0 3 0 5 5 5 0 5 5 5 0
split_gain=6.15421e+12 3.74059e+13 3.38989e+13 6.1421e+13 9.30172e+13 1.39251e+14 1.07081e+14 1.32081e+14 1.14464e+14 2.854e+14 1.99594e+14 1.23661e+14 1.47186e+14 2.0705e+14 1.40524e+14 1.04127e+14 9.72009e+13 9.33621e+13 9.25724e+13 9.04575e+13 9.0342e+13 8.62471e+13 8.56996e+13 1.39919e+14 8.07958e+13 7.87521e+13 7.7071e+13 1.05585e+14 7.68657e+13 7.62211e+13
threshold=30.305955500000003 54.648549400000007 30.346469350000003 1.5000000000000002 13.500000000000002 20.500000000000004 105.35000000000001 59.846652800000008 59.916647550000008 59.950068600000009 60.029906750000002 30.315880100000005 17.500000000000004 3.5000000000000004 19.500000000000004 30.323743050000001 83.010000000000005 72.010000000000005 60.003414000000006 59.820733200000006 16.500000000000004 60.052595500000002 97.050000000000011 52.990000000000002 73.995000000000019 59.846652800000008 95.020000000000024 55.990000000000002 78.710000000000022 60.042666650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 29 25 6 7 -6 20 -10 11 12 22 -14 18 16 -16 -12 -13 24 -9 -19 23 -11 -7 -5 27 -22 -29 -2
right_child=2 -3 -4 4 5 19 -8 8 9 10 17 14 13 -15 15 -17 -18 21 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-50334.23194846863 419.30199838874518 -540.86942818459272 -15.769463542590479 -19894.663600492986 5554.6427809343977 36930.977043565537 -25763.146245223339 80190.100342072474 -36623.398913300647 93413.135585550743 -961.99815587197577 -26551.091281101162 -274295.93843749998 98018.791763771194 300571.41436820658 47106.260779138516 40924.022544642859 13385.629388327676 83814.551461417228 -340.41153441855545 11275.360163935042 137011.84476329986 11268.079411764707 250844.05662841798 196391.41087415541 2648.3117475440404 -64253.328289544093 106742.4569393335 21867.55168331262 -22212.638957840561
leaf_weight=151 44154 172872 4064974 1698 2476 225 460 753 647 101 930 228 20 59 46 74 21 122 114 7394 521 105 34 128 37 17740 73 302 165 1540
leaf_count=151 44154 172872 4064974 1698 2476 225 460 753 647 101 930 228 20 59 46 74 21 122 114 7394 521 105 34 128 37 17740 73 302 165 1540
internal_value=0 -584.325 24.3904 2060.75 5247.52 11153.8 20956.6 24062.7 34376.9 21044.2 39869.1 77449.5 123459 3761.9 44871.1 128876 219189 13072.3 10237.5 1705.71 53699.8 70569.6 159414 181409 59450.2 679.078 34899.5 42225.5 76754.5 -343.45
internal_weight=0 173023 4.14514e+06 80167 34473 15035 7379 6919 4443 2629 1982 825 342 79 483 141 67 1157 342 7656 1814 227 263 229 262 19438 1061 988 467 45694
internal_count=4318164 173023 4145141 80167 34473 15035 7379 6919 4443 2629 1982 825 342 79 483 141 67 1157 342 7656 1814 227 263 229 262 19438 1061 988 467 45694
is_linear=0
shrinkage=0.1


Tree=1085
num_leaves=31
num_cat=0
split_feature=4 1 1 1 5 5 5 0 0 1 5 1 5 5 0 1 2 1 5 2 0 0 3 0 5 5 5 2 2 6
split_gain=5.96419e+12 2.19587e+13 4.1464e+13 3.10956e+13 2.89498e+13 3.51426e+13 3.00322e+13 2.64521e+13 3.83888e+13 2.70123e+13 4.62629e+13 2.66336e+13 2.87477e+13 2.61886e+13 5.30632e+13 4.35574e+13 2.76725e+13 2.50887e+13 2.98922e+13 3.88475e+13 2.46758e+13 4.5894e+13 2.42459e+13 2.41792e+13 5.41468e+13 2.38728e+13 3.71175e+13 2.38564e+13 6.71392e+13 4.18368e+13
threshold=1.0000000180025095e-35 82.784560750000011 82.945329900000004 82.957885500000017 26.005000000000006 27.010000000000002 54.710000000000008 54.940316550000006 55.07108800000001 82.926290250000008 110.05000000000001 82.897133550000021 53.995000000000012 69.015000000000015 55.039751500000008 82.933113850000026 15.500000000000002 82.97193200000001 57.995000000000012 7.5000000000000009 54.99493995000001 55.050600750000008 14.500000000000002 54.947152850000002 72.705000000000013 55.990000000000002 51.405000000000008 10.500000000000002 6.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 -3 9 -9 13 -10 -13 -11 15 -15 -16 18 25 -20 -8 -22 -12 -21 -25 26 -5 28 29 -17
right_child=-2 2 3 17 5 6 20 8 11 10 22 12 -14 14 16 27 -18 -19 19 23 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-528.04926750814445 -28.777901246326628 -3415.7265723022647 16731.287587853356 2528.4357833268118 -42434.811577210246 -980.22118833738443 -35442.209419915067 8015.406942352427 22275.395931530729 18897.528370616899 19021.239960007439 -45.255607697394815 -23818.467004873964 177282.10895712211 -20112.070831990979 121824.04475 104110.59575639205 46.018045168760906 18404.536654129301 -3066.6752986123374 22950.942543309171 -31544.822299905514 -115509.76547719595 54787.949037873746 -3275.9553312155599 -9969.2491897621658 77632.078456439398 -23161.57142831308 225484.67200520835 -52044.996739541333
leaf_weight=114667 4073891 2632 435 22239 316 2319 574 10138 391 1538 21 2196 662 43 97 25 22 77837 2790 2256 284 339 37 256 431 1580 66 27 24 31
leaf_count=114667 4073891 2632 435 22239 316 2319 574 10138 391 1538 21 2196 662 43 97 25 22 77837 2790 2256 284 339 37 256 431 1580 66 27 24 31
internal_value=0 479.947 1371.76 656.131 -7715.93 -10491.1 -7620.19 5842.3 7439.93 10050.1 21110.5 -2202.99 -5551.86 23932.2 52718.1 92277.4 2853.46 988.582 3465.67 9950.12 -20484.1 -6702.45 -66800.3 1935.22 18360.7 1909.24 2750.67 58116.6 85548 25575.1
internal_weight=0 244273 129606 111722 4267 3832 3516 17884 15252 12003 1865 3249 2858 1807 269 150 119 107455 29618 5733 1197 623 58 2943 687 23885 22305 107 80 56
internal_count=4318164 244273 129606 111722 4267 3832 3516 17884 15252 12003 1865 3249 2858 1807 269 150 119 107455 29618 5733 1197 623 58 2943 687 23885 22305 107 80 56
is_linear=0
shrinkage=0.1


Tree=1086
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 5 2 0 4 1 6 3 2 0 5 5 1 5 1 2 0 0 0 3 0 5 6 3 3
split_gain=5.56741e+12 2.88802e+13 1.21885e+14 1.95125e+14 7.47761e+14 1.92657e+14 1.80743e+14 1.82623e+14 1.79173e+14 1.76136e+14 1.68531e+14 2.56347e+14 3.50709e+14 1.75641e+14 1.59679e+14 1.53385e+14 1.45679e+14 1.37781e+14 1.23179e+14 1.18955e+14 1.50194e+14 1.45725e+14 2.60452e+14 1.96394e+14 5.02613e+14 3.10322e+14 2.90437e+14 4.12625e+14 1.95841e+14 1.67346e+14
threshold=10.500000000000002 30.410108300000001 30.332994000000003 59.950068600000009 59.916647550000008 59.939091550000008 86.02500000000002 5.5000000000000009 59.990816400000007 1.5000000000000002 30.346469350000003 1.5000000000000002 9.5000000000000018 7.5000000000000009 59.755965500000009 45.005000000000003 57.705000000000005 30.370618100000005 61.020000000000003 30.315880100000005 9.5000000000000018 59.896318000000008 59.950068600000009 59.932719750000011 7.5000000000000009 59.939091550000008 53.705000000000005 1.5000000000000002 3.5000000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 14 6 7 9 10 16 13 -12 15 -5 -4 -13 -6 -8 -10 -1 21 -21 23 29 26 -26 -25 -28 -29 -23
right_child=-2 -3 3 8 5 -7 17 -9 18 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-856.90872869175917 -145.84317440287177 165.13987218216721 1770.8214184243393 -23352.274080688192 -2578.1597457927664 50853.002659675658 6630.5773441615784 70230.435311134919 -2395.7427151140564 32504.554838278931 -264028.3892020089 -23339.666957327929 108130.64133803424 74485.678752920561 -21252.469264905227 -79753.943244810624 -132997.47062156594 -51070.363823999593 -36273.613432512262 26357.240607565633 128602.53937500001 -9642.0945064017124 17241.585589167375 -54211.808240167033 -273213.90324519231 -82784.133493970789 -164432.98377403847 -65200.069900173614 189501.66347865143 82762.058183686328
leaf_weight=92460 1629650 2548796 4182 1287 1456 1843 1305 744 6087 2555 56 790 136 214 10771 1236 91 606 1303 3346 105 2755 5027 290 104 483 52 36 187 211
leaf_count=92460 1629650 2548796 4182 1287 1456 1843 1305 744 6087 2555 56 790 136 214 10771 1236 91 606 1303 3346 105 2755 5027 290 104 483 52 36 187 211
internal_value=0 88.4032 -1311.46 -6453.47 -1300.66 22194.2 14377.4 24648 -17378.3 16380.4 -35280.6 -52792.6 -47321.2 -9403.36 -14813.4 -57756.3 -10249.9 -11667.1 -8369.07 385.088 9501.87 8500.7 1967.3 -16678.6 -51719.9 -116523 15606.5 89233.1 148384 -3068.5
internal_weight=0 2.68851e+06 139718 34662 23553 8600 6757 4846 11109 4102 3719 2218 2162 1501 14953 2026 1547 1911 7390 105056 12596 12491 9145 4118 1152 587 565 275 223 2966
internal_count=4318164 2688514 139718 34662 23553 8600 6757 4846 11109 4102 3719 2218 2162 1501 14953 2026 1547 1911 7390 105056 12596 12491 9145 4118 1152 587 565 275 223 2966
is_linear=0
shrinkage=0.1


Tree=1087
num_leaves=31
num_cat=0
split_feature=2 1 5 3 0 0 3 5 3 1 1 4 5 5 2 1 1 5 1 2 0 2 2 5 0 5 0 3 2 5
split_gain=5.33197e+12 2.72554e+13 6.08696e+13 2.79155e+13 3.09422e+13 2.37871e+13 3.78937e+13 5.91902e+13 4.78966e+13 4.24458e+13 3.34285e+13 3.82795e+13 3.92949e+13 8.77082e+13 6.28015e+13 6.2081e+13 6.61126e+13 3.6435e+13 6.83947e+13 9.96483e+13 7.54892e+13 5.3982e+13 7.215e+13 9.63742e+13 2.83965e+14 5.90426e+13 5.47958e+13 7.67423e+13 4.59531e+13 4.86495e+13
threshold=14.500000000000002 30.160599000000001 58.995000000000012 23.500000000000004 59.853570100000006 45.055827000000008 14.500000000000002 88.015000000000015 7.5000000000000009 37.914142000000005 39.071052600000009 4.5000000000000009 123.15000000000002 110.05000000000001 16.500000000000004 39.739656000000004 41.900971000000006 63.455000000000005 37.314272700000011 16.500000000000004 44.678200800000006 21.500000000000004 20.500000000000004 105.35000000000001 45.013473000000012 132.05000000000004 45.040161900000008 18.500000000000004 23.500000000000004 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 10 7 8 -7 -10 17 12 13 -12 -15 -14 -17 -3 19 -19 -20 22 25 -24 -25 -22 27 -27 29 -23
right_child=1 5 3 -5 -6 6 -8 -9 9 -11 11 -13 15 14 -16 16 -18 18 20 -21 21 28 23 24 -26 26 -28 -29 -30 -31
leaf_value=-32.384281917722902 -1518.5116266650323 2324.701981116596 16279.906849283854 -5014.636529504025 58585.841450650085 99213.953445870546 97.232448953007136 -177295.89732142858 -136533.19814189189 -14711.361821056547 -1393.8969513571649 -100842.42259615386 4830.3667984501008 -6242.1355823863641 -165890.62174595427 219496.08272058825 -25.017119565217392 -21968.367391304349 -37034.661923916727 263779.05715144234 16768.460828947627 -3419.2977434225645 23937.27989703168 482953.61875000002 58270.173226351355 44086.481184440563 -93145.906559065945 -72995.287442149289 22592.666256277902 -81146.042412173207
leaf_weight=3980118 1422 10870 300 165 408 28 310452 28 37 126 7796 39 124 44 56 34 23 23 310 26 4628 170 182 20 74 143 91 92 182 153
leaf_count=3980118 1422 10870 300 165 408 28 310452 28 37 126 7796 39 124 44 56 34 23 23 310 26 4628 170 182 20 74 143 91 92 182 153
internal_value=0 381.289 11241.9 32027 40659.6 307.052 67.8993 -41514.4 -21609.3 -42364.2 3269.48 -2008.74 -1531.52 -2587.56 -95645.3 44537.3 130917 5794.72 11984.3 129653 11030.5 13628.6 16643.3 66404.5 148628 13871 -27262.2 -1749.79 -17593.6 -40237.2
internal_weight=0 338046 2295 873 708 335751 310671 219 191 163 25080 8116 8077 7896 100 181 57 16964 6094 49 6045 5735 5230 276 94 4954 326 235 505 323
internal_count=4318164 338046 2295 873 708 335751 310671 219 191 163 25080 8116 8077 7896 100 181 57 16964 6094 49 6045 5735 5230 276 94 4954 326 235 505 323
is_linear=0
shrinkage=0.1


Tree=1088
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 1 4 5 1 3 5 1 1 1 0 1 5 0 5 5 3 3 0 6 1 1 0 5 5
split_gain=5.10633e+12 6.3855e+13 3.54642e+13 1.18007e+14 7.52691e+13 1.04151e+14 7.16641e+13 7.53831e+13 7.65713e+13 6.32002e+13 6.75089e+13 6.1017e+13 5.82402e+13 5.79775e+13 9.19044e+13 7.71411e+13 1.12623e+14 6.88214e+13 5.70993e+13 5.37663e+13 8.56857e+13 4.90694e+13 5.02617e+13 7.71678e+13 1.20561e+14 1.08952e+14 7.26989e+13 6.4093e+13 6.12069e+13 5.39757e+13
threshold=34.010000000000012 35.505000000000003 55.535913550000011 55.885524800000006 37.832345550000007 37.767735350000002 37.39371280000001 1.5000000000000002 16.850000000000005 37.559851850000008 17.500000000000004 25.005000000000006 38.096381250000007 48.712293450000011 38.781124500000011 55.762622900000004 38.096381250000007 32.355000000000011 55.806974650000008 27.010000000000002 32.615000000000009 3.5000000000000004 15.500000000000002 55.74310830000001 1.5000000000000002 37.615058950000012 37.582182450000005 55.751981950000008 32.615000000000009 29.050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 5 6 -4 8 -8 10 -9 -6 -1 14 15 -13 -17 -15 21 -7 -21 -10 28 -24 25 27 29 -25 -23 -26
right_child=1 -3 3 -5 11 19 7 9 18 -11 -12 13 -14 17 -16 16 -18 -19 -20 20 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-4748.1531056410595 -2403.8176912761787 26.843935132313863 -2559.3487173925691 -302.99374718278517 -5915.6928842914576 10250.743269682738 -5055.5547694866236 61673.859858703618 -47923.059742819052 18505.599953703706 211953.92556089745 7321.7069542917961 -52.215478977802697 2895.3855944897632 -14783.808361501277 -29000.585659758137 2347.2945042764741 15217.935647466089 16174.125582961191 48269.111972333805 8506.0995843086548 13687.321718268839 5987.4263435144139 -5756.8297031921757 11571.738785157169 -8492.4866608499269 -14474.709156805702 -76955.431401736801 -2159.9075234980637 96620.915731847432
leaf_weight=28480 111530 3494072 9631 216788 9928 2303 4858 128 167 270 39 10216 363478 17153 3985 1674 3634 6160 7316 1325 917 11214 7399 169 133 1172 239 502 3114 170
leaf_count=28480 111530 3494072 9631 216788 9928 2303 4858 128 167 270 39 10216 363478 17153 3985 1674 3634 6160 7316 1325 917 11214 7399 169 133 1172 239 502 3114 170
internal_value=0 -48.3423 244.615 1024.66 3797.06 6533.72 5122.13 7127.57 6632.62 48414.1 96769.2 1147.76 -393.426 2785.37 -1236.96 2240.51 -7538.98 6151.38 8429.78 20982.2 32005.6 6096.17 6470.31 945.256 -14697.1 -26889.7 26762.3 -59023.1 10243.1 59289.1
internal_weight=0 3.6056e+06 712562 320604 103816 51066 46521 36890 36453 437 167 52750 391958 42822 19509 15524 5308 23313 31595 4545 2242 24279 24112 9784 2385 1843 542 671 14328 303
internal_count=4318164 3605602 712562 320604 103816 51066 46521 36890 36453 437 167 52750 391958 42822 19509 15524 5308 23313 31595 4545 2242 24279 24112 9784 2385 1843 542 671 14328 303
is_linear=0
shrinkage=0.1


Tree=1089
num_leaves=31
num_cat=0
split_feature=5 5 5 1 1 1 0 1 4 0 0 3 5 3 6 1 1 3 3 1 1 2 0 0 1 0 3 5 2 0
split_gain=5.16397e+12 4.75382e+13 4.42835e+13 5.83805e+13 3.27212e+13 5.57397e+13 3.84321e+13 3.70463e+13 5.90276e+13 5.45439e+13 3.63658e+13 3.3875e+13 4.08423e+13 4.80825e+13 3.82889e+13 8.39189e+13 1.05083e+14 7.37752e+13 5.06326e+13 4.92848e+13 4.45938e+13 4.14902e+13 6.08912e+13 3.38232e+13 3.31022e+13 4.87314e+13 5.4263e+13 3.22571e+13 3.30269e+13 4.45338e+13
threshold=39.005000000000003 39.025000000000013 39.305000000000007 38.151577750000008 30.451272450000005 37.362912300000012 54.725565150000001 37.39371280000001 1.0000000180025095e-35 55.834684950000003 55.141517900000004 25.500000000000004 35.985000000000007 31.500000000000004 1.5000000000000002 30.578016350000002 37.342273500000012 23.500000000000004 20.500000000000004 36.761894450000007 30.468306550000005 16.500000000000004 55.518428350000008 55.86787755000001 37.342273500000012 55.826364100000013 8.5000000000000018 39.505000000000003 1.5000000000000002 55.734663800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 11 -1 8 9 -7 -10 14 13 -13 15 18 19 21 20 -17 -6 22 -18 -12 -16 -26 -27 28 -4 -30
right_child=1 2 27 -5 5 7 -8 -9 10 -11 23 12 -14 -15 24 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-8745.0273950472765 -4652.3900386982414 -979.92957081963675 3996.6621233785686 12517.099844127779 -12727.301400582817 -28442.525731045942 2144.4516226155379 162.90027408591183 -6139.8121193122024 19594.304576514623 23018.660445048678 32638.633224691621 -8886.1966148795673 -10035.994303873254 -2246.5442898398292 9785.529136903051 -13977.324187779261 67060.080355023732 -10152.950794396165 -3835.406450296754 -43339.169747248467 -5958.2246420784886 -62931.303578494168 -10318.961153086166 3207.8694890794982 -118857.80074404762 45680.197234330612 -24.885178047076629 -6346.590396120183 4134.8376432585865
leaf_weight=3342 22453 6351 5434 6469 833 692 107250 1004085 683 359 2763 941 728 367 50036 3881 431 79 3568 8419 1110 430 619 342 2930 21 440 3054955 23243 4910
leaf_count=3342 22453 6351 5434 6469 833 692 107250 1004085 683 359 2763 941 728 367 50036 3881 431 79 3568 8419 1110 430 619 342 2930 21 440 3054955 23243 4910
internal_value=0 -67.6184 -34.426 5830.7 176.856 9.65251 1815.38 204.967 8933.69 -12034.1 14751.3 -2623.64 10098.5 20664.9 -2979.46 -6788.32 -2637.68 -27096.2 -17226.3 462.386 -30215.3 -32122.1 -42836.9 19346.7 -1598.55 7962.94 38185 -58.7711 -3140.91 -4518.59
internal_weight=0 3.12382e+06 3.10136e+06 12820 1.19435e+06 1.08376e+06 110592 1.00892e+06 4839 1051 3788 74833 2036 1308 72797 19370 13859 1559 5511 12300 1943 1480 1050 3105 53427 3391 461 3.08854e+06 33587 28153
internal_count=4318164 3123815 3101362 12820 1194349 1083757 110592 1008924 4839 1051 3788 74833 2036 1308 72797 19370 13859 1559 5511 12300 1943 1480 1050 3105 53427 3391 461 3088542 33587 28153
is_linear=0
shrinkage=0.1


Tree=1090
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 3 1 0 3 3 1 1 0 0 4 3 1 0 1 1 3 0 3 0 0 4 0 1 2 4
split_gain=5.59832e+12 2.84411e+13 7.90222e+13 1.01871e+14 1.2848e+14 1.54199e+14 8.32811e+13 1.69426e+14 1.5578e+14 1.92305e+14 8.28278e+13 8.0106e+13 9.43541e+13 7.54069e+13 7.14944e+13 6.92032e+13 7.88714e+13 6.21567e+13 6.19603e+13 1.06125e+14 7.6384e+13 6.48768e+13 1.09261e+14 6.02864e+13 1.11936e+14 5.925e+13 6.38418e+13 5.86574e+13 5.75971e+13 6.50744e+13
threshold=10.500000000000002 74.610000000000014 76.00500000000001 37.712318250000003 82.907204800000002 16.500000000000004 37.767735350000002 55.769960200000007 29.500000000000004 23.500000000000004 82.888608650000023 37.597123000000003 55.769960200000007 55.518428350000008 2.5000000000000004 18.500000000000004 82.940215400000014 55.664473600000008 37.328003200000005 37.417247200000006 24.500000000000004 59.950068600000009 19.500000000000004 60.017447350000005 60.003414000000006 2.5000000000000004 55.645049100000001 38.975980350000007 21.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 6 -6 7 8 9 -5 27 13 14 -3 -13 16 -7 -11 21 -20 -21 25 -23 24 -24 26 -15 -8 -29 -30
right_child=1 2 -4 4 5 15 10 -9 -10 17 -12 12 -14 18 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=88.648302156272436 36.143415776182437 30530.316493184102 -553.66169120809366 -41763.698740800988 -24614.359671426235 97379.371284265362 -943.98698112243301 66860.631435546878 155602.12264404297 -86747.304873184417 -65753.607219780824 55524.664092932413 71438.215430836412 -170455.13520720112 -13538.017744880446 13013.684356440142 20585.89234625196 -206768.44869318182 -43345.380467720941 5810.4113900713019 -43803.899296277639 -35898.64948397925 -3958.2896778681506 2843.1661472329929 178765.51573210687 28023.391420532316 -1423.7744348487076 -17391.580450336558 94542.30771336412 -13425.768758773804
leaf_weight=2688514 1368748 670 237254 586 692 285 3682 120 32 71 288 215 340 23 495 661 252 110 926 1776 376 814 73 407 62 1347 784 8334 99 128
leaf_count=2688514 1368748 670 237254 586 692 285 3682 120 32 71 288 215 340 23 495 661 252 110 926 1776 376 814 73 407 62 1347 784 8334 99 128
internal_value=0 -146.247 -1103.11 -6615.57 -11445.8 12968.1 -14876.4 -43933.2 -60573 -69592.1 -12745.4 2302.96 28119.5 -1431.87 7375.33 34676.8 61342.2 -159688 -4682.43 -15038.6 -2858.26 4399.14 -12735.9 22051.1 79959.3 15186.1 -6241.27 -11498.5 -16037.9 33661.6
internal_weight=0 1.62965e+06 260902 23648 15340 1890 13450 919 799 767 12531 8308 1050 7258 710 1198 537 181 6588 3078 2152 3510 1356 542 135 2154 807 12243 8561 227
internal_count=4318164 1629650 260902 23648 15340 1890 13450 919 799 767 12531 8308 1050 7258 710 1198 537 181 6588 3078 2152 3510 1356 542 135 2154 807 12243 8561 227
is_linear=0
shrinkage=0.1


Tree=1091
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 1 5 1 1 5 0 0 0 1 5 3 1 0 3 0 0 1 0 3 1 1 1 0 1 1
split_gain=5.20629e+12 3.73878e+13 8.16554e+13 1.26212e+14 1.11996e+14 1.12836e+14 1.16296e+14 1.19649e+14 1.03243e+14 9.42028e+13 8.62064e+13 7.65579e+13 9.07986e+13 7.16765e+13 6.58684e+13 1.00751e+14 1.01193e+14 8.87561e+13 6.12201e+13 6.35655e+13 1.0688e+14 1.11094e+14 6.22172e+13 1.32219e+14 1.53704e+14 2.30512e+14 1.814e+14 1.53497e+14 1.45843e+14 2.49161e+14
threshold=9.5000000000000018 1.5000000000000002 37.005000000000003 43.642715500000008 39.071052600000009 37.417247200000006 55.405000000000008 37.559851850000008 40.810045900000013 47.415000000000006 56.009576300000013 55.708120100000009 55.820531900000013 49.201680550000006 69.610000000000014 8.5000000000000018 47.282206100000003 56.635684300000008 3.5000000000000004 55.801980100000009 55.899899800000007 38.096381250000007 55.755036050000008 8.5000000000000018 37.582182450000005 37.620907050000007 37.66934650000001 55.762622900000004 37.66934650000001 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 18 10 9 -4 11 -8 -13 14 -6 16 17 -16 -7 22 21 -21 -20 28 27 -26 -27 -25 29 -24
right_child=-2 -3 3 4 13 6 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-197.50102845040166 99.109394509308615 -448.13835373650846 -31735.511754443272 4569.08040276062 8625.7650849420988 7039.2186739015933 -24009.156286951016 -18659.341872146771 102.12665223486223 5115.5265255638869 1685.9294503348215 -366581.11399244226 -138730.65003210618 2554.1155020210117 -39957.942004671393 -100405.89563650679 119761.85602864584 34497.883626336137 -2594.5086394878667 -50751.701794270564 -3546.2706235117898 5326.6410224229285 -37277.209458434467 69489.484324596779 214388.08761957908 -282167.63437500002 1872.6598897526774 -191295.18699171688 3434.0606501939565 147324.24213353716
leaf_weight=501703 2379540 1248542 2730 34830 43924 6670 37 1757 4630 930 56 23 73 49521 485 129 60 239 35897 1198 3431 501 103 31 49 24 356 83 360 252
leaf_count=501703 2379540 1248542 2730 34830 43924 6670 37 1757 4630 930 56 23 73 49521 485 129 60 239 35897 1198 3431 501 103 31 49 24 356 83 360 252
internal_value=0 -121.651 469.053 2244.26 2799.61 183.365 -2817.65 -26791.9 -9819.98 -22371.7 -102395 -146218 -193320 5176.66 8073.17 -18511.8 -5036.86 -15379.3 -1864.65 -3269.14 -13703.5 -34215.4 -1828.46 20030.8 -17170.7 10255.6 -16066.7 -120380 48283.1 93763.8
internal_weight=0 1.93862e+06 690082 188379 180089 85731 50901 1946 8290 3660 189 133 96 94358 44837 913 784 724 48955 42285 5130 1699 37155 1258 543 429 380 114 715 355
internal_count=4318164 1938624 690082 188379 180089 85731 50901 1946 8290 3660 189 133 96 94358 44837 913 784 724 48955 42285 5130 1699 37155 1258 543 429 380 114 715 355
is_linear=0
shrinkage=0.1


Tree=1092
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 6 3 6 0 1 1 5 1 1 1 5 3 1 1 5 1 1 3 6 4 3 5 6 1 3
split_gain=5.50589e+12 8.60446e+13 3.08154e+14 2.09966e+14 1.70239e+14 7.74231e+13 7.5414e+13 5.50058e+13 5.44094e+13 3.16792e+14 2.12104e+14 2.13399e+14 6.61037e+13 5.3709e+13 1.44891e+14 5.8999e+13 5.51324e+13 5.36181e+13 4.98325e+13 4.90259e+13 4.82634e+13 4.76111e+13 7.4286e+13 1.26213e+14 4.60047e+13 4.57751e+13 4.62098e+13 4.94973e+13 4.41853e+13 4.34446e+13
threshold=55.535913550000011 55.518428350000008 37.533784800000006 51.405000000000008 37.362912300000012 1.5000000000000002 17.500000000000004 1.5000000000000002 55.455204450000004 37.542000650000013 36.761894450000007 55.005000000000003 36.585378200000001 37.620907050000007 37.66934650000001 68.52500000000002 6.5000000000000009 37.342273500000012 37.457850350000008 63.005000000000003 37.615058950000012 36.761894450000007 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 18.500000000000004 81.910000000000011 1.5000000000000002 37.516458750000005 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 17 21 6 -4 18 -1 10 12 -12 -10 -7 15 -15 -17 -3 -6 29 -8 -5 -23 -24 -19 26 -21 -28 -26 -11
right_child=-2 2 5 4 7 13 20 -9 9 19 11 -13 -14 14 -16 16 -18 24 -20 25 -22 22 23 -25 28 -27 27 -29 -30 -31
leaf_value=92.626234420808302 -123.47281393337619 -17597.421220823195 -15535.018824205443 -95910.534991776323 61768.014629532554 520.9248702129604 1336.3624293788198 98309.007439399429 -18003.304978536722 -20179.021524049604 6781.2903042880716 50796.942500288598 -90798.515888749796 47192.734107607888 1589.614848899552 251763.64414062502 73787.703447690219 -16741.12956291009 -78375.254282407404 -36537.281197223827 49086.674772852421 102930.86009260885 -96708.583239995234 33845.441077304757 23605.625267771888 -92743.876790930706 -139620.30792643232 7961.3835380768114 106871.12117537315 -4456.5366329964336
leaf_weight=2319419 1966665 488 4201 38 421 2813 3135 691 1082 4352 3719 1565 141 693 1318 28 46 281 27 1436 227 89 98 303 1306 115 24 428 67 2948
leaf_count=2319419 1966665 488 4201 38 421 2813 3135 691 1082 4352 3719 1565 141 693 1318 28 46 281 27 1436 227 89 98 303 1306 115 24 428 67 2948
internal_value=0 103.266 7350.3 32242.4 58856.4 -258.55 -6601.94 80614.3 52.7744 -5793.73 11131.8 19817.7 -26395.9 9536.27 21699.4 56255.8 141130 11530.1 53321.9 -17632.3 4560.43 11920.4 20282.8 1939.47 20124 -31491 -27760 125.188 27668.8 -13829.7
internal_weight=0 2.3515e+06 16270 3809 1667 12461 7563 1139 2.33523e+06 15810 6507 5284 1223 4898 2085 767 74 2142 448 9303 3362 528 490 401 1654 2003 1888 452 1373 7300
internal_count=4318164 2351499 16270 3809 1667 12461 7563 1139 2335229 15810 6507 5284 1223 4898 2085 767 74 2142 448 9303 3362 528 490 401 1654 2003 1888 452 1373 7300
is_linear=0
shrinkage=0.1


Tree=1093
num_leaves=31
num_cat=0
split_feature=3 1 3 5 5 5 0 0 4 0 0 1 0 5 0 3 1 0 5 2 1 1 3 0 4 1 3 5 3 5
split_gain=5.41763e+12 2.66394e+13 6.8907e+13 9.44216e+13 1.03598e+14 6.60312e+13 6.36028e+13 8.75472e+13 1.05259e+14 6.06299e+13 2.23765e+14 1.89911e+14 1.22561e+14 3.40454e+14 2.27932e+14 2.39187e+14 1.87371e+14 2.45262e+14 1.40483e+14 1.2496e+14 1.21168e+14 1.67332e+14 1.18004e+14 1.17897e+14 2.26757e+14 1.19662e+14 1.79457e+14 1.48745e+14 1.16481e+14 1.13396e+14
threshold=10.500000000000002 37.944765900000007 11.500000000000002 118.33500000000002 90.015000000000015 79.730000000000018 55.017766000000002 55.014170500000006 2.5000000000000004 55.043101600000007 55.039751500000008 38.781124500000011 55.034903650000011 116.06000000000002 55.02863030000001 14.500000000000002 82.933113850000026 55.030402950000003 54.410000000000004 12.500000000000002 82.897133550000021 82.902675200000019 15.500000000000002 55.025681450000008 2.5000000000000004 82.926290250000008 18.500000000000004 78.710000000000022 14.500000000000002 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 10 11 -4 14 -14 23 -16 17 -17 -19 -15 29 -22 -20 -13 25 27 -27 -25 -26 -12
right_child=1 2 9 -5 -6 6 -8 8 -10 -11 20 12 13 19 15 16 -18 18 22 -21 21 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=87.20593238017284 327.80366179969616 -4609.7432518528894 30791.647300245044 -31954.107764234792 16196.066619341344 -34095.497601318362 -5465.7302266712159 -339996.11651785718 -33432.423632812504 -1285.6103318244132 -15451.010099830031 117.83205338421067 -16355.11701489752 113998.23506272008 -17502.985339439812 -29019.188404964785 20739.214738993382 51525.023602681649 307169.59510135133 391675.96071428573 62837.245907342876 14720.452305525181 120025.03333866515 -16562.901131567218 43583.149958197508 34530.253013510781 -35278.810285664382 210956.05743534482 -51842.858825226976 -175696.93211096941
leaf_weight=2688514 690245 17007 2007 1314 2204 1064 1042 21 24 397303 447 490812 6449 71 1185 193 2743 363 37 21 806 6997 377 3141 139 1464 492 29 1604 49
leaf_count=2688514 690245 17007 2007 1314 2204 1064 1042 21 24 397303 447 490812 6449 71 1185 193 2743 363 37 21 806 6997 377 3141 139 1464 492 29 1604 49
internal_value=0 -143.868 -490.437 -5936 -4335.59 -6697.63 -23205.6 -39873.7 -176495 -355.737 355.512 91.0385 -29.9862 -13630.2 147.019 21613.8 34097.8 71873.8 96934.7 177381 16644.2 19690.6 136751 -64.2495 -13074.6 -2479.76 16970.9 -14481.5 -44232.9 -31281.8
internal_weight=0 1.62965e+06 939405 22676 21362 19158 2151 1109 45 916729 519426 511127 509120 6541 502579 4898 3713 970 777 92 8299 7803 414 497681 6869 5126 1956 3170 1743 496
internal_count=4318164 1629650 939405 22676 21362 19158 2151 1109 45 916729 519426 511127 509120 6541 502579 4898 3713 970 777 92 8299 7803 414 497681 6869 5126 1956 3170 1743 496
is_linear=0
shrinkage=0.1


Tree=1094
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 0 0 2 0 0 0 2 3 3 0 3 0 1 0 1 0 0 4 2 1 0 0 0 0 0
split_gain=5.40635e+12 1.08618e+13 2.19546e+13 2.68811e+13 4.2078e+13 3.85645e+13 3.06328e+13 2.34973e+13 2.11776e+13 2.08886e+13 2.03032e+13 4.23543e+13 6.72747e+13 4.76836e+13 4.5299e+13 5.35651e+13 3.84346e+13 2.90032e+13 9.33746e+13 2.8832e+13 2.60091e+13 2.57015e+13 2.55904e+13 2.4298e+13 1.98984e+13 3.07113e+13 1.68691e+13 4.31931e+13 4.75982e+13 2.02453e+13
threshold=225.45000000000002 3.5000000000000004 14.500000000000002 55.078308950000007 55.885524800000006 55.701368300000006 45.03656895000001 11.500000000000002 56.054485600000007 55.793358600000012 55.91302515000001 2.5000000000000004 5.5000000000000009 9.5000000000000018 56.876792350000009 7.5000000000000009 55.793358600000012 40.810045900000013 58.049540950000008 83.691301500000009 57.157092150000004 56.838612000000005 4.5000000000000009 2.5000000000000004 50.158868250000005 45.133160800000006 47.208883950000008 54.986619450000006 55.034903650000011 45.047272400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 5 -5 -4 26 -6 -7 16 17 22 14 15 -14 19 18 -12 -3 -16 -19 -13 -21 25 -8 29 -28 -29 -2
right_child=1 10 3 4 8 9 24 -9 -10 -11 11 12 13 -15 20 -17 -18 21 -20 23 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-3.517014374734837 15499.850086818304 -831.18697063430773 16065.103210449219 -8170.7724185035349 -126083.50546875001 188796.70563151044 -65515.791767578135 118515.59237583706 -11452.233107821914 52229.848921130957 107158.77286060475 3099.1454241071428 -39005.636774553575 29373.744434913431 45050.745955882361 -232915.74482758623 115437.244140625 -202955.73593750002 -163930.31269531252 3626.037109375 -78640.296507352949 -66950.960623816281 112480.81671875001 143159.42163461537 -16359.370468749999 -217283.736875 -24464.21795366026 170221.69396484375 14013.992456455931 60424.704834257675
leaf_weight=4313902 399 1749 48 42 20 24 40 21 83 21 27 35 28 74 34 29 30 24 24 24 34 33 55 26 30 20 343 20 791 134
leaf_count=4313902 399 1749 48 42 20 24 40 21 83 21 27 35 28 74 34 29 30 24 24 24 34 33 55 26 30 20 343 20 791 134
internal_value=0 3559.84 8838.44 -14857.9 9539.84 60744.5 -48449 13389 -33710.7 125066 -1268.2 -21767.1 -1799.96 -34246.7 -71910.1 -137662 3181.27 -75197.8 -20412.6 1309.3 -16794.8 -124216 69943.5 76183.4 -82856.5 -116105 12080.4 5284.47 17866.2 26794.3
internal_weight=0 4262 2036 328 190 87 138 1708 103 45 2226 397 289 199 125 57 1829 108 51 1799 68 57 90 50 90 60 1687 1154 811 533
internal_count=4318164 4262 2036 328 190 87 138 1708 103 45 2226 397 289 199 125 57 1829 108 51 1799 68 57 90 50 90 60 1687 1154 811 533
is_linear=0
shrinkage=0.1


Tree=1095
num_leaves=31
num_cat=0
split_feature=1 3 3 1 6 6 0 1 0 0 0 1 4 0 0 1 3 0 0 1 0 0 6 2 5 5 0 5 4 0
split_gain=5.38234e+12 3.02901e+13 9.05046e+13 2.29584e+14 1.82742e+14 1.5705e+14 1.48635e+14 1.21266e+14 9.14839e+13 9.07719e+13 1.93641e+14 8.3717e+13 6.78832e+13 6.78568e+13 6.61201e+13 6.39395e+13 6.10353e+13 1.06325e+14 1.74392e+14 7.66341e+13 1.03098e+14 2.6671e+14 1.7667e+14 1.61988e+14 1.87356e+14 1.1833e+14 9.97397e+13 1.89799e+14 1.00953e+14 9.94076e+13
threshold=30.305955500000003 14.500000000000002 13.500000000000002 30.278357500000002 1.5000000000000002 1.5000000000000002 60.063729500000008 30.243224600000001 59.982527000000012 59.932719750000011 59.950068600000009 30.226173900000003 2.5000000000000004 59.863160500000006 60.042666650000008 30.160599000000001 21.500000000000004 60.042666650000008 60.052595500000002 30.102666750000001 60.017447350000005 60.003414000000006 1.5000000000000002 8.5000000000000018 73.995000000000019 104.75000000000001 60.035045000000004 96.015000000000015 3.5000000000000004 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 9 12 -9 -4 -11 -8 -7 15 -12 -14 17 -3 -19 -18 21 25 23 -23 -25 29 27 28 -22 -21
right_child=-2 16 3 4 -6 7 11 8 -10 10 14 -13 13 -15 -16 -17 19 18 -20 20 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-99.410876024049855 22.809625463880881 -4281.4351232480285 -5296.4403464308061 -180192.04813138524 6385.6826070533607 2958.6653511595741 198010.19587912087 126639.15553082607 7076.4639069804998 134252.13326071281 -14788.569574963718 62366.001901614014 -71995.420778917905 -91250.141982134664 47680.090855839007 58981.88076099215 -27681.452586803138 -108411.75149879161 -12005.560642402117 -6541.8809882392788 -9733.3435406245098 11565.367190386009 10975.225917530481 71627.001451794102 198020.28025430217 57133.635686853253 3508.2101988730642 -91325.158770333917 177268.33085937501 16412.534110816781
leaf_weight=107827 4145141 32035 412 104 106 1433 91 129 127 216 253 91 67 170 513 84 898 258 688 6507 6384 313 908 565 148 379 9339 292 29 2657
leaf_count=107827 4145141 32035 412 104 106 1433 91 129 127 216 253 91 67 170 513 84 898 258 688 6507 6384 313 908 565 148 379 9339 292 29 2657
internal_value=0 -546.454 434.855 15610.9 -86014.7 21562.2 45196 3031.44 67324.9 34099.5 50628.1 130188 -6352.32 -47918.2 27047.5 866.124 -2330.44 -5257.14 -38298.2 1066.08 2004.1 9240.69 43103.3 71536.3 97862.9 2378.05 -3172.57 -12477.8 -8887.71 113.497
internal_weight=0 173023 111623 3796 210 3586 1576 2010 256 1394 982 182 1754 321 766 151 61400 32981 946 28419 27521 11477 1934 1026 713 9543 16044 6705 6413 9164
internal_count=4318164 173023 111623 3796 210 3586 1576 2010 256 1394 982 182 1754 321 766 151 61400 32981 946 28419 27521 11477 1934 1026 713 9543 16044 6705 6413 9164
is_linear=0
shrinkage=0.1


Tree=1096
num_leaves=31
num_cat=0
split_feature=0 4 5 5 0 1 2 5 2 2 0 5 1 1 1 5 1 5 3 0 1 5 2 5 1 3 0 1 1 1
split_gain=4.96701e+12 3.2837e+13 3.60967e+13 3.9361e+13 3.20715e+13 5.49538e+13 3.91812e+13 3.61326e+13 5.08021e+13 2.75096e+13 2.35209e+13 4.4269e+13 6.53589e+13 3.51601e+13 2.32707e+13 3.50126e+13 3.33874e+13 3.26367e+13 2.40129e+13 2.31592e+13 3.9017e+13 2.25269e+13 5.0479e+13 4.30577e+13 2.18602e+13 6.74116e+13 4.26161e+13 5.38501e+13 2.24108e+13 2.20768e+13
threshold=60.693675950000006 2.5000000000000004 69.610000000000014 67.990000000000023 61.674413550000004 61.880021000000006 4.5000000000000009 73.010000000000005 5.5000000000000009 1.5000000000000002 61.785186750000001 66.990000000000023 34.359746700000009 30.502469200000004 65.659480050000013 90.015000000000015 78.608766650000021 91.050000000000011 3.5000000000000004 61.785186750000001 39.787929450000007 78.010000000000005 5.5000000000000009 79.010000000000005 50.388877400000005 8.5000000000000018 61.674413550000004 30.102666750000001 34.359746700000009 33.101335500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 -4 8 -8 14 24 13 -13 -12 15 -3 17 -16 -17 -5 -21 -6 23 -23 25 26 27 -2 29 -28
right_child=1 9 4 19 21 -7 7 -9 -10 -11 11 12 -14 -15 16 18 -18 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-12.686384853736243 6007.263128111862 -5272.9849514473945 -32265.493240255841 13049.75516686481 13519.405800078635 -11074.123350123356 -239392.54070512822 -46625.329669510691 -49345.032350852271 6332.6397696997301 -134992.90468750001 -155270.43503989361 2207.4806815592451 -2336.1472975460288 31367.075344613884 -8583.6220622859601 -1674.9299381213998 150445.87997685184 -84181.166753472236 203891.07060546876 46470.944599873314 -155033.14025735293 52961.240634517351 -29398.144749030515 4709.55829837074 -13794.968441685776 -7873.9858162715527 -30785.611316675142 4595.5168084251627 25801.52701259897
leaf_weight=4258578 999 2233 91 115 344 304 39 38 22 14585 20 47 60 19806 156 73 453 27 99 20 74 34 59 138 12205 3054 232 661 2388 1210
leaf_count=4258578 999 2233 91 115 344 304 39 38 22 14585 20 47 60 19806 156 73 453 27 99 20 74 34 59 138 12205 3054 232 661 2388 1210
internal_value=0 906.689 -614.8 -140.569 -18754.9 -37442 -79630.6 -123168 -170851 4528.71 -362.946 -2816.18 -66965.1 -2469.97 -4123.17 -8621.67 12887.7 48936.1 -52096.2 43145.4 79964.6 -2700.32 -26854.4 -54233 1993.81 -1885.61 4739.37 -8643.39 10539.7 20383.6
internal_weight=0 59586 41960 40891 1069 494 190 99 61 17626 40682 19933 107 19826 3041 2405 636 183 172 209 94 575 231 172 20749 8544 5490 1660 3830 1442
internal_count=4318164 59586 41960 40891 1069 494 190 99 61 17626 40682 19933 107 19826 3041 2405 636 183 172 209 94 575 231 172 20749 8544 5490 1660 3830 1442
is_linear=0
shrinkage=0.1


Tree=1097
num_leaves=31
num_cat=0
split_feature=0 4 5 4 4 3 1 5 1 0 5 3 3 1 5 3 2 2 1 4 1 5 2 3 3 5 2 3 1 3
split_gain=4.931e+12 2.64299e+13 2.35084e+13 2.0115e+13 1.99569e+13 2.10201e+13 1.87085e+13 2.64655e+13 1.79916e+13 2.22339e+13 4.01641e+13 2.45115e+13 6.03802e+13 3.31471e+13 2.34305e+13 4.22539e+13 6.96077e+13 2.77884e+13 1.83308e+13 5.05177e+13 1.74223e+13 1.83416e+13 2.26019e+13 2.35342e+13 1.85247e+13 1.68964e+13 2.46699e+13 4.42856e+13 3.4797e+13 2.04719e+13
threshold=43.056445700000005 2.5000000000000004 61.405000000000008 1.5000000000000002 1.5000000000000002 10.500000000000002 47.473138800000008 110.05000000000001 44.660994650000006 42.966471700000007 161.85000000000002 4.5000000000000009 6.5000000000000009 47.473138800000008 177.02500000000003 9.5000000000000018 4.5000000000000009 2.5000000000000004 47.473138800000008 4.5000000000000009 47.854228500000012 89.00500000000001 9.5000000000000018 14.500000000000002 11.500000000000002 132.05000000000004 9.5000000000000018 12.500000000000002 47.554129950000011 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -4 -8 -3 14 -11 -12 13 -13 25 16 17 -16 -14 -20 21 -5 23 -23 -24 29 27 28 -27 -10
right_child=-2 8 3 20 5 -7 7 -9 9 10 11 12 18 -15 15 -17 -18 -19 19 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1594.1877619501138 -9.2640968664974856 -5377.8676632023371 -49491.935386995887 -4761.3043872598601 4336.1632875059149 26359.84367840107 224.05406182820366 -87378.065024038471 4709.1023338461855 10305.623269104402 130986.14409722223 14723.093567708333 29469.936505681821 -151477.45953125 -113053.24211309524 50195.641845703125 -246185.059140625 37992.376818426725 179156.06238190408 4632.2723379629633 -22650.744353683403 11906.736404035228 -70542.382397889261 103265.54597252156 -2917.4363180106029 74647.842286332845 -39482.89558423913 161063.89664351853 -9424.6732333096588 -15509.076592325429
leaf_weight=7796 4285952 1313 185 5950 5856 468 298 39 3590 3858 36 30 44 20 21 32 20 29 43 27 454 1018 57 29 140 83 46 27 121 582
leaf_count=7796 4285952 1313 185 5950 5856 468 298 39 3590 3858 36 30 44 20 21 32 20 29 43 27 454 1018 57 29 140 83 46 27 121 582
internal_value=0 1232.63 -678.47 -4947.83 1791.83 5966 -23940.6 -9913.88 5525.96 7188.95 12570.8 56265.5 39863.4 -51757.1 2390.14 -44997.8 -88514.9 -25446.8 80047.9 111840 -3651.52 -2452.51 8590.35 14437.2 -22484 3476.58 27393.1 40710.4 24781.3 1888.64
internal_weight=0 32212 22290 8170 14120 6324 522 337 9922 8609 4058 200 164 50 4551 102 70 50 114 70 7648 7194 1244 1047 197 4449 277 231 204 4172
internal_count=4318164 32212 22290 8170 14120 6324 522 337 9922 8609 4058 200 164 50 4551 102 70 50 114 70 7648 7194 1244 1047 197 4449 277 231 204 4172
is_linear=0
shrinkage=0.1


Tree=1098
num_leaves=31
num_cat=0
split_feature=4 1 1 2 6 5 3 5 5 3 3 0 0 5 3 0 1 5 5 6 3 1 1 0 0 5 1 1 2 5
split_gain=4.96243e+12 1.8782e+13 4.49111e+13 3.40537e+13 3.24892e+13 3.48034e+13 6.77568e+13 5.25897e+13 7.41162e+13 2.9933e+13 2.9749e+13 2.72805e+13 4.51196e+13 4.59332e+13 4.37195e+13 3.59762e+13 3.26569e+13 3.22056e+13 3.14654e+13 5.35639e+13 4.83766e+13 4.32895e+13 9.51231e+13 5.71539e+13 5.26063e+13 4.75657e+13 3.89388e+13 9.19689e+13 4.13333e+13 5.82087e+13
threshold=1.0000000180025095e-35 39.863684800000009 44.660994650000006 2.5000000000000004 1.5000000000000002 61.845000000000006 4.5000000000000009 85.020000000000024 72.010000000000005 8.5000000000000018 3.5000000000000004 55.924336300000007 55.518428350000008 45.985000000000007 8.5000000000000018 56.320495600000008 39.767857750000005 22.030000000000005 29.050000000000004 1.5000000000000002 25.500000000000004 37.582182450000005 37.620907050000007 55.793358600000012 55.628356700000005 45.985000000000007 37.642309100000013 37.328003200000005 9.5000000000000018 44.205000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 10 8 -8 -9 -7 12 13 -5 -14 17 -15 -13 20 21 -16 -20 23 25 -24 -23 27 -21 29 -29
right_child=-2 2 -4 11 5 6 7 9 -10 -11 -12 15 14 16 18 -17 -18 -19 19 26 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=4955.2369022347748 -26.250090884900189 11430.737836607692 804.80083661714525 -1634.0907664666627 -4524.3317287663049 -21252.148375580276 -70297.30651041666 22496.456269054877 -290866.18250000005 -124318.17812500001 93033.281709558825 27356.555283813475 -11776.745502965132 22004.795276910489 14757.293230744583 -911.43408709292817 -98433.124388586963 -19581.603053819374 -31229.208545218404 -22120.249103641876 -3012.8993381094169 129885.35671130952 -85337.170053498645 -42453.817887834826 -2912.1999953069085 -31826.890838068182 -2432.6310111813823 53764.789451840057 23352.444934082032 166747.36063596493
leaf_weight=3878 4073891 4082 155494 20209 24693 69 39 41 25 21 34 160 1171 1065 7790 18599 23 1692 741 263 1907 105 92 35 489 22 945 228 304 57
leaf_count=3878 4073891 4082 155494 20209 24693 69 39 41 25 21 34 160 1171 1065 7790 18599 23 1692 741 263 1907 105 92 35 489 22 945 228 304 57
internal_value=0 437.789 1076.62 -765.812 -3559.3 -4884.21 -43689.3 -92869.7 -156457 -27231.1 16473.1 673.485 2351.54 -556.519 6728.73 -2234.94 19458.8 -15526.5 8398.47 -66.5616 11262.6 -14126.7 2929.75 70690.7 -15964 101872 11544.6 27047.5 49001.9 76361.3
internal_weight=0 244273 159576 84697 28800 24922 229 126 64 62 103 55897 35446 21297 14149 20451 1088 1852 12978 3281 9697 1484 743 162 581 127 1797 852 589 285
internal_count=4318164 244273 159576 84697 28800 24922 229 126 64 62 103 55897 35446 21297 14149 20451 1088 1852 12978 3281 9697 1484 743 162 581 127 1797 852 589 285
is_linear=0
shrinkage=0.1


Tree=1099
num_leaves=31
num_cat=0
split_feature=2 3 5 2 1 1 5 1 5 2 2 3 1 1 0 0 5 4 5 1 1 6 6 5 5 0 0 1 2 0
split_gain=5.03181e+12 6.29225e+13 7.32016e+13 6.24291e+13 8.34868e+13 9.31171e+13 8.08425e+13 6.08109e+13 7.66765e+13 4.78138e+13 8.47146e+13 4.7131e+13 7.09441e+13 8.49931e+13 9.91166e+13 1.69257e+14 2.49772e+14 3.3267e+14 2.26621e+14 1.48348e+14 1.19276e+14 1.04794e+14 1.01322e+14 9.9441e+13 1.68233e+14 8.93257e+13 2.20343e+14 2.40054e+14 1.47628e+14 1.14604e+14
threshold=4.5000000000000009 7.5000000000000009 107.05000000000001 6.5000000000000009 82.911991800000024 49.964253350000007 132.05000000000004 30.425002000000003 128.92000000000004 11.500000000000002 8.5000000000000018 8.5000000000000018 82.784560750000011 61.42204370000001 59.982527000000012 59.950068600000009 62.710000000000008 1.5000000000000002 55.990000000000002 30.278357500000002 30.226173900000003 1.5000000000000002 1.5000000000000002 82.00500000000001 80.00500000000001 59.932719750000011 59.904813200000007 30.370618100000005 6.5000000000000009 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 6 7 -5 -9 10 -2 12 13 14 15 25 18 21 20 -20 -17 -18 23 24 -19 26 29 28 -28 -3
right_child=1 11 3 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 22 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=114.69485157932735 -1294.8813943432824 3990.1851035378686 -9036.7439204405491 -1438.6084252450983 -139970.34824713212 59199.655465666125 5756.6753705193014 -98012.274427083335 -305141.07797619049 77968.340522203944 -56138.037149545657 20.091050213429522 25496.383605642972 -17857.02055044462 -29021.275851734834 -158844.47864583333 -386912.41125 -8544.9681120986243 300080.96106404049 20883.727103365385 69322.363363121724 -127766.63080985917 110567.67282110092 102967.37609953704 -317648.39345238102 -30345.07953506989 41035.523990841073 -79798.751900189847 138874.68568014275 -66986.99943380605
leaf_weight=2028337 228519 20849 6669 51 79 95 136 120 21 76 282 2026065 1477 1823 850 24 20 109 71 26 505 71 109 54 21 735 367 107 266 230
leaf_count=2028337 228519 20849 6669 51 79 95 136 120 21 76 282 2026065 1477 1823 850 24 20 109 71 26 505 71 109 54 21 735 367 107 266 230
internal_value=0 -101.597 -1647.84 -11596.7 -45604.8 -27980.9 -53231.4 -95014.6 -128861 -1336.13 -1362.48 76.1183 4172.06 2971.61 4526.89 5737.04 45786.8 -17707.2 84735.2 225245 58970.7 -184722 34164.2 -11096.6 -58477.1 3943.56 5098.61 58732.8 82149.6 3215.73
internal_weight=0 2.28983e+06 236048 7171 502 423 328 192 141 228877 228801 2.05378e+06 27714 26237 24414 23564 1010 384 626 97 529 91 293 184 130 22554 21819 740 633 21079
internal_count=4318164 2289827 236048 7171 502 423 328 192 141 228877 228801 2053779 27714 26237 24414 23564 1010 384 626 97 529 91 293 184 130 22554 21819 740 633 21079
is_linear=0
shrinkage=0.1


Tree=1100
num_leaves=31
num_cat=0
split_feature=5 0 5 3 5 2 5 0 2 5 0 3 2 2 2 0 4 2 1 2 0 5 2 1 0 1 1 1 3 3
split_gain=5.3122e+12 2.75918e+13 3.49525e+13 2.43083e+13 6.47546e+13 5.98656e+13 9.62454e+13 4.78453e+13 6.91438e+13 1.0151e+14 5.37964e+13 9.64124e+13 5.5422e+13 1.46961e+14 4.87917e+13 4.6264e+13 9.01931e+13 4.10239e+13 3.99172e+13 5.00239e+13 4.84672e+13 4.25517e+13 3.88268e+13 3.94904e+13 3.5203e+13 9.02635e+13 6.8497e+13 6.17803e+13 4.05115e+13 4.4622e+13
threshold=128.92000000000004 61.785186750000001 142.05000000000004 20.500000000000004 132.05000000000004 18.500000000000004 177.02500000000003 55.885524800000006 3.5000000000000004 150.04500000000004 55.061033200000004 25.500000000000004 8.5000000000000018 7.5000000000000009 21.500000000000004 56.281985950000006 3.5000000000000004 23.500000000000004 38.92948375000001 19.500000000000004 55.025681450000008 142.05000000000004 13.500000000000002 30.226173900000003 55.795550600000006 37.516458750000005 37.869926150000005 37.998366300000008 22.500000000000004 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 15 -2 -7 8 9 -6 12 17 13 -10 22 24 -17 -12 19 -14 -20 -22 23 -9 26 -26 -5 -28 -29 -30
right_child=1 2 -4 4 7 6 -8 14 10 -11 11 -13 18 -15 -16 16 -18 -19 20 -21 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-10.096642048046725 411.08521624050672 123242.7280078125 16150.320867919923 166055.73097550677 -107414.4028992945 -119266.07207031251 42971.306760553736 71464.066939786586 22893.933274995612 130280.76328125001 74756.881718121644 -41643.542380845662 -188885.5842734375 281815.80231250002 -50765.891918522924 147673.31584500719 -42422.609807477682 -27338.456613991482 16353.679320499818 5730.0843750000004 -12394.59389546131 -110758.40077311199 31387.126650855658 -32702.319409481101 30593.676037176723 -203516.72758152173 -95715.071844951934 88591.03996904481 -124805.37187500001 27672.599795436436
leaf_weight=4282675 31245 40 128 37 98 102 57 41 178 22 373 109 25 25 289 87 35 44 928 28 525 48 231 324 58 23 39 106 21 223
leaf_count=4282675 31245 40 128 37 98 102 57 41 178 22 373 109 25 25 289 87 35 44 928 28 525 48 231 324 58 23 39 106 21 223
internal_value=0 1218.42 41648.5 1026.12 8454.2 99.6237 -61105.5 2830.56 10151.2 -63837 14040.2 42095.6 5641.13 54780.9 -17046.8 37850.9 93137.6 63984.2 -778.023 -86069.8 2233.61 -20634.5 -696.474 -21001.4 24547.2 -35882.1 36037.3 23670.5 36973.5 14549.5
internal_weight=0 35489 168 35321 3917 31404 159 3288 2403 120 2283 526 1757 203 885 629 122 417 1554 53 1501 573 596 365 507 81 426 389 350 244
internal_count=4318164 35489 168 35321 3917 31404 159 3288 2403 120 2283 526 1757 203 885 629 122 417 1554 53 1501 573 596 365 507 81 426 389 350 244
is_linear=0
shrinkage=0.1


Tree=1101
num_leaves=31
num_cat=0
split_feature=0 3 6 1 0 1 5 0 0 3 5 1 3 0 1 1 0 5 4 5 3 6 5 1 5 0 1 5 3 0
split_gain=4.97866e+12 4.72828e+13 8.97414e+13 7.59043e+13 1.12959e+14 9.51904e+13 9.2592e+13 7.92325e+13 8.1636e+13 1.08688e+14 8.04054e+13 7.99753e+13 1.04421e+14 1.30471e+14 2.00007e+14 3.67214e+14 2.38523e+14 1.16178e+14 1.39883e+14 1.14063e+14 1.11775e+14 1.13515e+14 9.90349e+13 9.1793e+13 1.36535e+14 1.74371e+14 3.61842e+14 1.01952e+14 9.76794e+13 2.6841e+14
threshold=56.758269450000007 5.5000000000000009 1.5000000000000002 65.659480050000013 60.693675950000006 60.58031445000001 123.15000000000002 57.945214300000011 56.791364150000007 18.500000000000004 110.05000000000001 39.110397700000007 9.5000000000000018 59.820733200000006 30.502469200000004 30.388336800000001 59.609407350000005 66.50500000000001 3.5000000000000004 109.05000000000001 24.500000000000004 1.5000000000000002 48.035000000000004 30.578016350000002 93.00500000000001 61.785186750000001 34.359746700000009 73.010000000000005 8.5000000000000018 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 7 -5 8 9 -3 -11 12 17 14 15 20 -16 -9 23 -17 -14 -22 -18 28 25 27 -27 -25 -19 -30
right_child=1 3 -4 4 -6 -7 -8 11 -10 10 -12 -13 13 -15 16 19 22 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-55.834593918391263 8072.6076750807179 12985.676364394863 841.01796584897022 -17205.435586419448 857.60302100334945 2061.3401963161382 -190491.44112903229 -6352.6869312579183 -3808.039809530972 -6286.0554809427022 -121109.18999495968 4246.7764491709695 -1895.504261641926 871.55016163877099 -34011.266891418622 -51506.078578272827 13287.675365341798 2722.8316735918311 -15304.883805021924 -258472.95951967593 -75812.056545991436 -14583.360959443125 56905.739060621738 5968.702079098467 -117362.70021430122 27900.949448196974 481563.20357142854 -59907.469988640602 32134.586063186005 -23635.251944836866
leaf_weight=3399081 18515 6772 234537 5799 6778 156729 31 52242 109712 3727 62 38825 7770 253822 752 1934 1250 7623 3343 27 420 1085 892 552 126 108 21 409 4129 1091
leaf_count=3399081 18515 6772 234537 5799 6778 156729 31 52242 109712 3727 62 38825 7770 253822 752 1934 1250 7623 3343 27 420 1085 892 552 126 108 21 409 4129 1091
internal_value=0 206.495 1370.13 -235.616 -7920.9 -87.3265 -18126.9 -765.326 -2999.72 5397.42 -8164.92 -51.3982 -545.707 350.914 -9001.46 -15039.5 14441.3 -3995.41 3081.29 -54355.7 -6726.91 -31670.4 31451.7 7453.22 -18806.7 -7414.04 101753 -22068.1 9939.56 20478.5
internal_weight=0 919083 253052 666031 12608 653423 5830 496694 120273 10561 3789 376421 337596 267952 14130 11236 2894 69644 17402 1961 9275 1505 2142 14059 1216 1090 129 961 12843 5220
internal_count=4318164 919083 253052 666031 12608 653423 5830 496694 120273 10561 3789 376421 337596 267952 14130 11236 2894 69644 17402 1961 9275 1505 2142 14059 1216 1090 129 961 12843 5220
is_linear=0
shrinkage=0.1


Tree=1102
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 5 1 2 1 1 0 2 0 0 5 0 3 1 1 3 3 1 0 3 0 0 2 0 3 3
split_gain=5.02286e+12 2.60313e+13 5.68546e+13 5.09373e+13 5.11888e+13 9.92121e+13 7.45647e+13 7.20939e+13 5.56756e+13 5.45155e+13 5.40341e+13 5.63709e+13 4.96471e+13 5.74349e+13 5.41285e+13 7.06702e+13 6.50648e+13 4.90009e+13 7.7096e+13 6.51484e+13 1.66995e+14 6.44487e+13 5.87109e+13 6.50287e+13 5.19797e+13 4.93968e+13 6.75967e+13 5.31647e+13 8.55311e+13 7.92892e+13
threshold=132.05000000000004 142.05000000000004 82.945329900000004 15.500000000000002 45.029420750000007 137.05000000000004 55.957851400000003 4.5000000000000009 39.726951800000002 45.148007750000012 56.819808050000006 4.5000000000000009 55.755036050000008 54.708501450000007 137.05000000000004 55.860536450000005 17.500000000000004 39.021425200000003 61.42204370000001 6.5000000000000009 7.5000000000000009 82.933113850000026 44.732363600000006 6.5000000000000009 44.580511600000001 53.973051950000006 8.5000000000000018 45.070824200000011 4.5000000000000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 5 -5 7 8 -6 -10 -8 -12 13 -9 16 -16 -14 22 -19 21 -21 -20 23 24 -2 27 -27 28 -24 -30
right_child=1 -3 -4 4 6 -7 10 12 9 -11 11 -13 14 -15 15 -17 -18 18 19 20 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-9.1321361776190404 89424.586298076931 -751.19259978675598 34686.580772282527 -87060.803090423156 -63112.27010895143 24733.366952514651 -9807.2449771975062 29316.059671588278 165249.82666829426 -55373.313769531254 43970.215390625002 -86824.312721423805 -166909.32216796876 107339.71964092548 201946.9586956522 16994.414228948586 -9841.1273671875006 26141.21619245386 -13371.131683970782 203817.88956672512 12345.350457905175 167315.17500000002 -148902.3052631579 147592.86057692309 -110536.3514423077 -4941.3061227960579 81897.231608072922 -74596.989210406551 55301.391459627339 -57385.103797104784
leaf_weight=4287425 26 20711 624 209 166 128 1015 344 24 21 40 187 32 130 23 203 150 2433 1523 49 647 20 38 52 26 1353 96 206 161 102
leaf_count=4287425 26 20711 624 209 166 128 1015 344 24 21 40 187 32 130 23 203 150 2433 1523 49 647 20 38 52 26 1353 96 206 161 102
internal_value=0 1273.74 5455.85 3516.26 -8165.7 -44598.9 -2907.45 16141.6 -36367.2 62292.4 -19671.2 -63776.8 28703.3 50715 3130.83 35817 -37457.5 8152.94 13818.1 427.239 25825.5 -11029.1 -4695.41 68518.5 -10555.9 -8588.18 811.972 -35453.7 -8664.6 11597.9
internal_weight=0 30739 10028 9404 2672 337 2335 1093 211 45 1242 227 882 474 408 226 182 6732 4672 2239 696 1543 2060 104 52 1956 1449 507 301 263
internal_count=4318164 30739 10028 9404 2672 337 2335 1093 211 45 1242 227 882 474 408 226 182 6732 4672 2239 696 1543 2060 104 52 1956 1449 507 301 263
is_linear=0
shrinkage=0.1


Tree=1103
num_leaves=31
num_cat=0
split_feature=1 3 3 0 4 3 5 0 4 5 5 0 3 0 5 6 1 4 0 5 5 6 5 5 0 2 5 5 0 5
split_gain=4.91463e+12 3.45464e+13 8.51862e+13 5.06694e+13 5.86635e+13 5.10219e+13 4.95258e+13 6.22079e+13 5.52543e+13 4.83126e+13 5.16875e+13 3.58463e+13 3.30125e+13 5.67828e+13 3.27371e+13 3.25126e+13 3.12254e+13 3.50717e+13 3.07305e+13 2.84096e+13 9.18206e+13 3.06286e+13 5.97326e+13 5.41383e+13 4.44382e+13 3.67637e+13 3.34602e+13 5.25925e+13 3.28893e+13 4.52246e+13
threshold=30.160599000000001 22.500000000000004 16.500000000000004 59.846652800000008 2.5000000000000004 21.500000000000004 92.035000000000011 59.939091550000008 3.5000000000000004 69.610000000000014 73.010000000000005 59.990816400000007 17.500000000000004 59.916647550000008 110.05000000000001 1.5000000000000002 30.102666750000001 1.5000000000000002 54.648549400000007 109.05000000000001 107.05000000000001 1.5000000000000002 80.00500000000001 94.040000000000006 59.853570100000006 13.500000000000002 97.050000000000011 91.050000000000011 59.863160500000006 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 5 11 -4 -3 8 14 -6 -11 12 13 -5 -8 -14 -17 -18 -1 20 21 22 -12 -23 -24 26 27 28 29 -26
right_child=-2 6 3 4 9 -7 7 -9 -10 10 19 -13 15 -15 -16 16 17 -19 -20 -21 -22 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-44828.389338573004 -13.83327607362156 -7533.1015637330338 9766.7071429084335 11085.493288436399 130882.57133969908 -58751.1490854843 -38674.217703683033 -187584.66136363638 99777.829546875 -80631.021566611846 78326.081138671885 -22208.366284345771 4535.9183643739671 108034.1165167298 -177189.7525297619 -30484.753142528047 19142.442471959042 67735.885769032393 336.55684940880957 -18425.571875000001 158041.20833834136 33878.145674189815 -58294.865993430401 160611.90710299744 -148508.28010817309 67288.740493669189 -65237.610348360664 124933.79987664474 83358.95635080646 2415.3982514880954
leaf_weight=151 4246761 1584 272 155 54 181 91 33 25 38 150 294 1981 99 21 78 416 231 64803 80 65 108 88 49 26 116 61 38 31 84
leaf_count=151 4246761 1584 272 155 54 181 91 33 25 38 150 294 1981 99 21 78 416 231 64803 80 65 108 88 49 26 116 61 38 31 84
internal_value=0 822.747 1171.81 14179.9 17574.7 -17610.2 -13038 -64330.5 -34641.6 38916.4 33599.3 11094.8 14402.6 48872.6 -64645.9 11167.1 29286.1 36491.9 231.561 38443.9 44019.3 34150.6 23768.1 73432 5336.36 21065.4 -1275.85 20521.2 -7618.4 -33257.5
internal_weight=0 71403 69649 4695 4242 453 1754 170 137 988 934 3254 2960 254 112 2706 725 647 64954 896 816 751 594 157 444 356 240 179 141 110
internal_count=4318164 71403 69649 4695 4242 453 1754 170 137 988 934 3254 2960 254 112 2706 725 647 64954 896 816 751 594 157 444 356 240 179 141 110
is_linear=0
shrinkage=0.1


Tree=1104
num_leaves=31
num_cat=0
split_feature=1 5 5 1 4 0 0 5 3 1 0 3 3 2 2 2 5 3 5 1 0 3 3 2 5 3 5 3 1 6
split_gain=5.22977e+12 2.94253e+13 1.94564e+14 6.32925e+13 1.55502e+14 1.9552e+14 3.03144e+14 1.91833e+14 1.14291e+14 1.48156e+14 1.49373e+14 1.37561e+14 1.33253e+14 1.28307e+14 9.59215e+13 8.45317e+13 8.64993e+13 8.30199e+13 6.32236e+13 7.74769e+13 5.94595e+13 3.24303e+14 2.95126e+14 2.08605e+14 1.34085e+14 1.3151e+14 1.77674e+14 1.34921e+14 1.51401e+14 1.29283e+14
threshold=30.305955500000003 71.715000000000018 74.610000000000014 30.243224600000001 2.5000000000000004 59.963407450000012 59.990816400000007 84.030000000000015 13.500000000000002 30.278357500000002 59.916647550000008 15.500000000000002 7.5000000000000009 1.5000000000000002 6.5000000000000009 9.5000000000000018 86.02500000000002 10.500000000000002 89.00500000000001 30.259484550000003 60.017447350000005 6.5000000000000009 7.5000000000000009 3.5000000000000004 123.15000000000002 9.5000000000000018 83.010000000000005 21.500000000000004 30.278357500000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 14 9 10 -5 -10 -11 -12 -7 -15 -17 -9 -8 -20 22 24 29 -24 -22 26 -25 -27 -29 -6
right_child=-2 2 3 4 20 6 18 17 11 12 13 -13 -14 15 -16 16 -18 -19 19 -21 21 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=117.42345324609015 22.484020300499157 -23286.584359548484 2944.1332412011202 -205608.76416903408 128044.5997036638 191769.10434267242 -62669.117264613677 84286.81729543586 143397.57861328125 -61786.560167422547 97547.401371626416 -62360.362334280304 49309.979688972206 -87542.719234438613 11380.622328969595 -91055.357673891136 138328.75919084821 -113559.49772135419 167591.84943498884 -19622.149603097099 153455.11776562501 -27590.855357356057 -17505.663503727821 226094.78644330931 -37079.253404017858 15432.73670665359 57980.49650728202 129029.86295961175 17217.363550848026 -22811.990060201857
leaf_weight=138076 4145141 4212 20050 88 58 145 309 38 64 236 44 66 199 737 37 31 35 48 28 105 150 1914 914 78 49 1738 324 251 234 2765
leaf_count=138076 4145141 4212 20050 88 58 145 309 38 64 236 44 66 199 737 37 31 35 48 28 105 150 1914 914 78 49 1738 324 251 234 2765
internal_value=0 -538.653 -3130.82 -368.625 -6584.89 -30209 13024.1 96939 -50672.6 -59175.6 -81606.1 38935.9 -10963.1 -68722.7 155097 -77833.4 30587.7 -26139 -37856.4 19791.3 -424.51 -14958.6 4402.67 23639 106540 37965.2 90599.7 28446.9 75083.2 -19712.6
internal_weight=0 173023 34947 30735 10685 2210 710 268 1500 1370 935 130 435 847 182 803 66 86 442 133 8475 2113 6362 3539 199 2625 402 2223 485 2823
internal_count=4318164 173023 34947 30735 10685 2210 710 268 1500 1370 935 130 435 847 182 803 66 86 442 133 8475 2113 6362 3539 199 2625 402 2223 485 2823
is_linear=0
shrinkage=0.1


Tree=1105
num_leaves=31
num_cat=0
split_feature=3 2 0 6 5 0 5 0 0 1 1 1 0 1 1 3 1 1 5 1 0 1 1 6 0 2 1 5 1 0
split_gain=5.02998e+12 2.65438e+13 5.7108e+13 5.95369e+13 5.83209e+13 6.50243e+13 7.06627e+13 5.80772e+13 9.33531e+13 6.03918e+13 6.32626e+13 5.36706e+13 5.34132e+13 4.86825e+13 4.77438e+13 4.4329e+13 7.47083e+13 7.92113e+13 8.47374e+13 7.03893e+13 7.81991e+13 6.10002e+13 2.00136e+14 3.74688e+14 3.11977e+14 1.44452e+14 1.22137e+14 1.2017e+14 6.00049e+13 1.32252e+14
threshold=10.500000000000002 9.5000000000000018 55.674875350000008 1.5000000000000002 87.395000000000024 54.945175000000006 137.05000000000004 59.963407450000012 59.982527000000012 30.259484550000003 30.410108300000001 82.968597500000016 55.719391050000006 30.323743050000001 47.554129950000011 9.5000000000000018 82.95335685000002 65.551978750000004 177.02500000000003 61.396377350000009 60.063729500000008 28.619594500000002 30.102666750000001 1.5000000000000002 60.042666650000008 7.5000000000000009 20.507360500000004 116.06000000000002 30.160599000000001 59.853570100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 7 -3 6 -6 9 -9 -4 13 -7 -12 -11 -8 -1 17 19 -19 21 -21 26 23 24 25 -23 27 -17 29 -24
right_child=-2 2 3 -5 5 11 14 8 -10 10 12 -13 -14 -15 -16 16 -18 18 -20 20 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-103.70132165989929 -138.6253007402816 -2372.6343883433178 90080.553915824159 1286.1003177597449 -10794.39057018102 -55067.825410944672 38178.169264481709 234539.1546370968 38455.024328177322 -10612.084344859184 139863.09465959822 -7154.0124368418828 15064.997593648644 -116058.00411458335 196038.68406250002 24242.670853121246 -7.746887554958561 6498.7875548497168 117433.2865036232 -4850.7439636119734 188236.4430059524 177666.42613281251 40447.966969714107 -16937.111771245061 -33365.57724449283 393972.42759146343 -19375.480139868472 -82406.103756793484 1969.3192111566113 -35785.803781929928
leaf_weight=1938223 1629650 64404 102 10677 921 641 82 31 112 162 35 368 1703 60 25 1300 408009 32995 69 17387 21 125 1019 253 61 41 3408 115 205872 293
leaf_count=1938223 1629650 64404 102 10677 921 641 82 31 112 162 35 368 1703 60 25 1300 408009 32995 69 17387 21 125 1019 253 61 41 3408 115 205872 293
internal_value=0 84.0281 -1718.07 4375.55 -2899.54 -19558.8 -1858.03 19335.2 80962.8 15061.3 11157.3 -37592.8 17578.2 -39111 75061.5 138.814 839.369 2153.76 6730.29 1495.55 -4617.81 1996.39 2254.6 66751.6 160026 231091 -9121.47 15575.1 2105.18 23423.2
internal_weight=0 2.68851e+06 79323 12882 66441 2037 1028 2205 143 2062 1960 1009 1738 222 107 2.60919e+06 670968 262959 33064 229895 17408 212487 207664 480 227 166 4823 1415 207184 1312
internal_count=4318164 2688514 79323 12882 66441 2037 1028 2205 143 2062 1960 1009 1738 222 107 2609191 670968 262959 33064 229895 17408 212487 207664 480 227 166 4823 1415 207184 1312
is_linear=0
shrinkage=0.1


Tree=1106
num_leaves=31
num_cat=0
split_feature=1 5 0 5 4 5 2 0 1 1 5 5 3 5 4 4 5 4 2 0 5 6 5 4 3 1 5 1 2 2
split_gain=4.77769e+12 2.20789e+13 2.0547e+13 1.93918e+13 2.48957e+13 6.45627e+13 7.64509e+13 2.02363e+13 2.80912e+13 1.88865e+13 1.87181e+13 6.39056e+13 2.05785e+13 1.93969e+13 1.98674e+13 1.73984e+13 3.78873e+13 1.81747e+13 5.12003e+13 1.69832e+13 1.6858e+13 4.4624e+13 5.48665e+13 4.60469e+13 3.55144e+13 2.94463e+13 2.74504e+13 2.56811e+13 4.37224e+13 4.62392e+13
threshold=91.398302750000013 46.010000000000012 56.197733450000008 47.815000000000005 1.5000000000000002 48.035000000000004 5.5000000000000009 56.301440000000007 93.043229050000022 91.910414550000013 91.050000000000011 92.035000000000011 8.5000000000000018 87.395000000000024 3.5000000000000004 3.5000000000000004 78.710000000000022 2.5000000000000004 5.5000000000000009 58.242297500000006 85.020000000000024 1.5000000000000002 87.395000000000024 3.5000000000000004 8.5000000000000018 92.928903050000017 87.00500000000001 92.928903050000017 15.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 20 -4 5 6 -5 8 -6 -2 13 12 -12 15 -15 16 -9 18 -18 -19 -3 24 23 26 -22 -26 -23 -24 29 -29
right_child=1 2 3 4 7 -7 -8 10 -10 -11 11 -13 -14 14 -16 -17 17 19 -20 -21 21 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=-19.396046673062955 4595.9768810275482 1731.6655117355385 17938.088143857174 36794.501544744322 14642.14452908673 1130.6431263950894 -189073.96795212768 1089.7477512130179 -18218.168698489149 -1377.2126636449402 -61299.351062500005 -5990.6313400629715 -188366.98455528845 82620.173864960263 -15838.247314453125 18967.071936728134 -135607.75418882977 -43621.413387886139 46476.513739809787 -1554.2249005183996 -60383.443252588288 48453.729093477676 14297.190283355652 -1514.7306922064888 -12346.78113752945 23055.132467341187 156055.83412500002 1794.9097661608675 129441.19633413463 -64975.547632740163
leaf_weight=4176165 5833 62320 431 22 316 140 47 5337 1472 57227 25 338 26 57 32 458 47 174 23 214 123 459 2561 216 1023 305 25 2614 26 108
leaf_count=4176165 5833 62320 431 22 316 140 47 5337 1472 57227 25 338 26 57 32 458 47 174 23 214 123 459 2561 216 1023 305 25 2614 26 108
internal_value=0 570.434 1684.93 -2768.25 -3790.75 -37888.6 -117058 -2954.22 -12410.6 -824.697 -442.247 -21734.9 -126079 863.78 47219.4 203.993 -1278.92 -28880.6 -75780.1 -20419.4 2269.43 6761.86 10562.4 36877.8 -8977.33 -4216.07 54011.7 7092.69 378.459 -854.322
internal_weight=0 141999 78939 9159 8728 209 69 8519 1788 63060 6731 389 51 6342 89 6253 5795 458 70 388 69780 7460 6009 700 1451 1328 484 5309 2748 2722
internal_count=4318164 141999 78939 9159 8728 209 69 8519 1788 63060 6731 389 51 6342 89 6253 5795 458 70 388 69780 7460 6009 700 1451 1328 484 5309 2748 2722
is_linear=0
shrinkage=0.1


Tree=1107
num_leaves=31
num_cat=0
split_feature=5 3 4 3 2 0 0 0 0 1 1 0 0 1 0 4 3 0 1 2 3 0 1 1 0 0 0 4 2 1
split_gain=4.64947e+12 9.71252e+12 8.17987e+12 2.4041e+13 1.79971e+13 1.529e+13 2.03781e+13 1.65593e+13 1.55423e+13 1.54708e+13 2.723e+13 1.69252e+13 3.57043e+13 1.62532e+13 1.62085e+13 1.58887e+13 1.45997e+13 4.61222e+13 1.06645e+14 5.43534e+13 4.3405e+13 7.2023e+13 5.16349e+13 3.73004e+13 3.4171e+13 4.41617e+13 6.79723e+13 4.56579e+13 4.27102e+13 2.8674e+13
threshold=225.45000000000002 34.500000000000007 2.5000000000000004 12.500000000000002 6.5000000000000009 56.054485600000007 55.762622900000004 55.727011600000004 56.663136550000011 39.003296000000006 39.041623000000008 55.110554300000004 54.484631300000011 39.969502550000009 44.580511600000001 1.5000000000000002 3.5000000000000004 44.580511600000001 42.09605220000001 1.5000000000000002 2.5000000000000004 54.762542150000009 39.614024000000008 61.463701450000009 45.022371150000005 45.087005000000012 51.636650050000007 4.5000000000000009 3.5000000000000004 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 16 6 7 9 -7 -2 -11 12 13 14 -12 -14 17 18 -4 20 22 -22 -19 -24 28 27 -27 -26 -18 -21
right_child=1 -3 4 -5 -6 8 -8 -9 -10 10 11 -13 15 -15 -16 -17 24 19 -20 29 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-3.261545457871224 -21078.327647695616 71140.924879092257 281714.03999999998 -16751.732030250107 14493.053072711613 68359.949922417538 -39917.229941888509 100420.39365699406 20462.519848265267 96800.366562500014 -103876.8778125 66959.498687500003 -120491.85721982759 23877.593295730956 520.40098329741375 -14882.103878348214 -102085.34864211309 -134269.91370907737 1153.5369233630952 55587.468522135416 266829.4503125 26336.920265151515 134169.59737723213 -13475.085466974433 135188.72328125002 -133606.22659650532 -4481.279745573479 -6486.3094089673914 -3713.4199680779575 -50138.512283721757
leaf_weight=4313902 129 21 20 293 635 90 81 21 274 40 20 50 29 379 58 28 84 21 42 30 20 33 28 44 45 42 1389 46 93 177
leaf_count=4313902 129 21 20 293 635 90 81 21 274 40 20 50 29 379 58 28 84 21 42 30 20 33 28 44 45 42 1389 46 93 177
internal_value=0 3301.27 2965.35 8926.66 -270.114 15201.7 7745.76 12866.1 32305.3 10357.7 17071.7 11417.1 6014.18 15322.2 -26248.1 -68613.4 -4704.65 12110.2 91656.9 -1861.21 44862.2 117089 3700.83 43942.3 -8811.86 -3975.58 -8271.11 63572.8 -50398.4 -34815.9
internal_weight=0 4262 4241 1492 2749 1199 835 754 364 733 604 564 514 457 78 57 2114 415 62 353 146 53 93 72 1699 1522 1431 91 177 207
internal_count=4318164 4262 4241 1492 2749 1199 835 754 364 733 604 564 514 457 78 57 2114 415 62 353 146 53 93 72 1699 1522 1431 91 177 207
is_linear=0
shrinkage=0.1


Tree=1108
num_leaves=31
num_cat=0
split_feature=3 6 1 1 3 0 1 5 0 0 0 1 0 3 0 3 2 1 1 5 0 5 0 1 4 0 0 3 5 2
split_gain=4.66697e+12 2.97189e+13 3.72713e+13 1.01948e+14 8.68705e+13 1.34513e+14 5.9613e+13 5.08923e+13 3.36165e+13 4.79059e+13 3.12815e+13 6.60819e+13 3.74577e+13 6.2321e+13 8.14976e+13 7.80326e+13 5.70327e+13 5.00866e+13 4.0418e+13 3.85571e+13 3.62686e+13 4.88083e+13 9.86027e+13 6.87439e+13 5.26303e+13 5.733e+13 5.27485e+13 4.77705e+13 4.08398e+13 4.08373e+13
threshold=28.500000000000004 1.5000000000000002 37.417247200000006 37.475443250000005 33.500000000000007 55.806974650000008 37.362912300000012 62.385000000000012 55.734663800000007 55.851332700000007 55.784980300000008 37.487839250000007 55.806974650000008 38.500000000000007 55.826364100000013 29.500000000000004 4.5000000000000009 37.559851850000008 49.177301950000007 37.995000000000012 54.970187400000007 57.005000000000003 55.645049100000001 37.533784800000006 1.5000000000000002 55.755036050000008 55.68356880000001 35.500000000000007 41.995000000000012 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 8 -6 -3 -8 -4 -10 20 -12 18 14 16 17 -14 -16 -13 -15 27 23 -23 -22 25 26 -25 28 -5 -24
right_child=1 2 3 10 5 -7 7 -9 9 -11 11 12 13 19 15 -17 -18 -19 -20 -21 21 22 29 24 -26 -27 -28 -29 -30 -31
leaf_value=9.3807323079972953 -2406.6668120613126 2452.4416928796209 26471.458177083336 -35336.159834231607 112553.93084161932 -142518.20105418671 -35546.690481642545 -161640.72590460526 190964.82435064937 54931.376762820517 117689.89186848959 112737.99556934932 -52530.623971737135 52198.535558712123 -174041.81525336372 10996.865852532021 87217.487238168032 -28169.848997587316 11289.575050551472 -66455.741283724768 49873.622502590879 22220.62529313151 13302.921814903848 -39258.225999521419 33507.593206101687 -117847.7592137897 35367.46477581522 -86785.650781250006 43831.01216319095 -72819.214109971799
leaf_weight=4283289 29438 680 30 79 44 39 203 38 77 39 60 73 34 33 36 1456 207 68 85 161 245 225 65 302 187 63 138 38 372 360
leaf_count=4283289 29438 680 30 79 44 39 203 38 77 39 60 73 34 33 36 1456 207 68 85 161 245 225 65 302 187 63 138 38 372 360
internal_value=0 -1152.13 5640.44 9379.48 74388.3 -7299.24 -12693.4 -55428.7 120827 145229 5906.89 14176.4 11291.7 7579.72 13380.5 5019.48 67502 -78664 58161.3 -46272.3 -2916.87 -10262 -31308.6 4369.28 -11788.1 -28627.6 -15852.9 20891.1 29963.6 -59647.6
internal_weight=0 34875 5437 4516 229 83 921 241 146 116 4287 2213 2153 1995 1801 1560 241 104 158 194 2074 1585 650 935 690 503 440 489 451 425
internal_count=4318164 34875 5437 4516 229 83 921 241 146 116 4287 2213 2153 1995 1801 1560 241 104 158 194 2074 1585 650 935 690 503 440 489 451 425
is_linear=0
shrinkage=0.1


Tree=1109
num_leaves=31
num_cat=0
split_feature=2 0 5 0 5 1 1 6 5 0 3 1 3 2 5 0 3 5 3 5 0 4 0 0 5 3 6 5 1 3
split_gain=5.20295e+12 1.54551e+13 1.63684e+13 2.24259e+13 1.61177e+13 1.054e+13 1.86561e+13 1.65165e+13 1.47532e+13 2.92711e+13 1.28692e+13 1.03946e+13 2.84043e+13 1.04193e+13 9.66915e+12 7.97765e+12 7.41652e+12 8.7174e+12 1.29988e+13 7.57753e+12 7.23799e+12 2.12577e+13 7.59222e+12 6.72962e+12 6.30111e+12 6.20007e+12 3.02663e+13 3.08399e+13 6.22617e+13 9.85081e+13
threshold=31.500000000000004 55.755036050000008 52.710000000000008 55.751981950000008 48.945000000000007 37.533784800000006 37.457850350000008 1.5000000000000002 57.705000000000005 55.87722990000001 35.500000000000007 37.516458750000005 34.500000000000007 32.500000000000007 42.895000000000003 55.885524800000006 32.500000000000007 40.205000000000005 34.500000000000007 40.605000000000011 55.769960200000007 2.5000000000000004 55.795550600000006 55.674875350000008 51.815000000000005 28.500000000000004 1.5000000000000002 59.025000000000013 37.597123000000003 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 4 16 6 7 -3 10 -10 15 13 -13 -4 -12 -8 -2 18 23 -19 21 -7 -22 -18 -9 -1 27 28 29 -27
right_child=1 5 11 -5 -6 20 8 24 9 -11 14 12 -14 -15 -16 -17 17 19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.3129147401755752 69512.142626444504 51908.21061689897 -1646.120112400429 117322.72077047413 87916.980902777781 -56558.914231329451 614.82763356854844 3128.2458670479914 40043.845263671879 -93397.532281249994 -56045.869494047627 2744.660848322274 -109282.97010937502 62924.797480867353 -149898.62438858696 -79211.967559523822 -10897.169632273708 86990.369433593762 -67168.141266741077 19204.767644614363 59952.672055288465 55067.149739583343 4920.4597890537807 43683.937573902032 -69335.014713541663 -32265.936855987635 5748.9321439252371 1616.5915909780156 -82.307635558987698 -5580.54400929244
leaf_weight=4283284 24 55 51 29 36 59 31 28 48 25 21 239 25 49 23 21 58 20 28 94 26 24 700 37 21 1835 5065 10560 10028 5620
leaf_count=4283284 24 55 51 29 36 59 31 28 48 25 21 239 25 49 23 21 58 20 28 94 26 24 700 37 21 1835 5065 10560 10028 5620
internal_value=0 5417.56 17112.4 33387.4 25191.7 -2040.32 -19030.6 14293.3 -39537.6 -5655.26 -65302.3 2536.44 -7864.02 29993.6 -105105 -31622.9 16539.9 11175.6 -7288.11 31097 3693.11 -24281.5 6891.31 10360.7 -27927.4 -2.22406 -1365.42 -2650.39 -5227.71 -12149
internal_weight=0 1772 690 326 297 1082 273 104 169 73 96 364 264 100 44 52 261 237 123 114 809 83 726 95 49 4.31639e+06 33108 28043 17483 7455
internal_count=4318164 1772 690 326 297 1082 273 104 169 73 96 364 264 100 44 52 261 237 123 114 809 83 726 95 49 4316392 33108 28043 17483 7455
is_linear=0
shrinkage=0.1


Tree=1110
num_leaves=31
num_cat=0
split_feature=3 0 0 3 0 1 0 5 3 3 1 0 3 3 0 5 1 0 3 3 6 3 1 0 1 2 1 0 5 1
split_gain=5.11116e+12 4.67359e+13 5.57445e+13 1.61178e+14 2.04627e+14 2.01005e+14 9.16092e+13 8.82705e+13 8.37911e+13 6.97856e+13 7.48671e+13 6.70918e+13 1.44973e+14 1.28149e+14 6.56204e+13 1.03265e+14 6.11385e+13 6.05759e+13 1.28832e+14 2.25039e+14 2.11708e+14 2.35993e+14 1.32491e+14 9.67505e+13 7.79595e+13 6.2923e+13 5.73657e+13 5.34418e+13 5.33159e+13 4.4027e+13
threshold=25.500000000000004 55.601678500000013 55.719391050000006 29.500000000000004 55.657530000000008 37.417247200000006 55.674875350000008 34.605000000000011 26.500000000000004 28.500000000000004 37.889331900000009 55.751981950000008 30.500000000000004 31.500000000000004 55.645049100000001 39.025000000000013 37.832345550000007 55.795550600000006 28.500000000000004 27.500000000000004 1.5000000000000002 26.500000000000004 37.503486000000002 55.801980100000009 37.516458750000005 14.500000000000002 37.832345550000007 55.56564190000001 77.00500000000001 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 4 8 6 -6 -7 -3 10 16 12 -4 -14 15 -5 28 18 19 20 -13 26 -23 -19 -24 -21 -22 -2 -9 -20
right_child=1 2 11 14 5 7 -8 9 -10 -11 -12 17 13 -15 -16 -17 -18 23 29 25 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14.414122137045922 -3086.4251200723484 -57116.142017017119 -36083.181976163323 -67369.041691509046 -164680.86860795456 -16120.96885455243 11066.729258241758 124731.92640657919 48963.212262578847 46396.448974366453 -40459.668776939659 30295.36041464474 63359.56322613707 -4804.6079507328113 1184.6363338949889 59713.186519560339 277236.27859375003 -48168.111698825174 44497.307879174667 70350.726784539482 169778.63671875 54086.340216619326 -293660.09073464916 1454.1388734965208 -115314.35107308322 160032.34004165535 -5766.9931495351238 -66236.089620949075 -25349.550125000002 -8388.6393018773579
leaf_weight=4243674 18283 235 1496 76 44 77 91 445 109 201 29 1668 303 3073 6437 403 25 397 171 190 22 22 57 38198 43 133 121 135 25 1981
leaf_count=4243674 18283 235 1496 76 44 77 91 445 109 201 29 1668 303 3073 6437 403 25 397 171 190 22 22 57 38198 43 133 121 135 25 1981
internal_value=0 821.169 2256.74 9876.74 42458.8 66675.6 -46214 85678.2 -23503.8 96490 115705 952.067 -10169.8 1313.21 3841.8 39549.8 124854 2212.11 13317.8 30014.9 17104.4 -65924.2 -168092 943.709 -216971 107278 21240 -3549.3 116749 -4186.27
internal_weight=0 74490 56072 8197 1281 937 135 802 344 725 524 47875 4872 3376 6916 479 495 43003 4408 2256 1933 265 122 38595 100 323 143 18418 470 2152
internal_count=4318164 74490 56072 8197 1281 937 135 802 344 725 524 47875 4872 3376 6916 479 495 43003 4408 2256 1933 265 122 38595 100 323 143 18418 470 2152
is_linear=0
shrinkage=0.1


Tree=1111
num_leaves=31
num_cat=0
split_feature=2 1 5 0 4 3 6 3 6 0 0 0 3 1 1 5 3 3 5 5 3 1 6 3 1 1 1 0 5 5
split_gain=4.85793e+12 1.43379e+13 1.96166e+13 1.30408e+13 2.17947e+13 1.06926e+13 7.04447e+12 6.3862e+12 5.55693e+12 4.5979e+12 6.04539e+13 1.46798e+14 1.36172e+14 1.17004e+14 1.12488e+14 8.46621e+13 8.40979e+13 7.47291e+13 1.24771e+14 5.89423e+13 5.64035e+13 6.51532e+13 1.71716e+14 1.17278e+14 1.11651e+14 5.7476e+13 7.00301e+13 5.45411e+13 5.05021e+13 1.16766e+14
threshold=34.500000000000007 37.582182450000005 51.815000000000005 56.281985950000006 1.5000000000000002 36.500000000000007 1.5000000000000002 38.500000000000007 1.5000000000000002 55.416472000000006 55.299834250000011 55.212972300000011 16.500000000000004 37.39371280000001 36.761894450000007 76.730000000000018 10.500000000000002 6.5000000000000009 71.715000000000018 93.00500000000001 21.500000000000004 38.422276900000007 1.5000000000000002 18.500000000000004 37.792847950000002 37.503486000000002 37.767735350000002 55.388132500000005 58.305000000000007 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 4 -3 -2 -5 -6 -9 10 11 -1 16 14 -12 -14 19 27 -19 -13 21 22 -15 -23 25 -24 -27 -16 -11 -30
right_child=1 3 -4 6 7 -7 -8 8 -10 28 13 12 15 20 17 -17 -18 18 -20 -21 -22 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=92.25884941937089 -33411.821484375003 38513.824529246798 106148.57869944852 1502.7368990384616 -90402.057708108841 58608.454211956523 75115.401562500003 7440.9118977864582 -62336.788124999999 -456.71665792689902 14399.166456583604 -8572.7451149155568 38358.92616220218 -40045.584564453879 14015.020796040655 232656.08313802085 -48174.694533801994 90559.141030649043 360835.76050781249 -65962.726725440269 -29415.927187307832 227.73517036437988 -14270.226099721338 212697.20118689907 41574.756775271795 17693.815425387795 -5631.9755609980466 117880.71733617071 2647.1307903739676 -269.3661602860733
leaf_weight=2239633 28 39 34 26 29 23 26 21 25 1364549 3515 15876 342 648 206 24 574 117 20 181 559 32390 942 26 1206 5309 1699 67 196946 453084
leaf_count=2239633 28 39 34 26 29 23 26 21 25 1364549 3515 15876 342 648 206 24 574 117 20 181 559 32390 942 26 1206 5309 1699 67 196946 453084
internal_value=0 13911.6 47311.9 -3191.02 -22120.9 8087.52 38309.1 -53650.9 -30481.8 -0.808684 95.6978 21.9956 -9236.33 3656.82 20181 51099.7 -10564.2 69749.4 130016 -9219.66 2140.72 2558.53 9701.63 398.151 13222.4 8921.41 12038.8 39505.9 -111.148 614.274
internal_weight=0 251 85 166 114 51 52 75 46 4.31791e+06 2.30333e+06 2.25663e+06 16997 46704 3925 366 16631 410 137 16057 42779 42220 9804 32416 9156 7950 7008 273 2.01458e+06 650030
internal_count=4318164 251 85 166 114 51 52 75 46 4317913 2303334 2256630 16997 46704 3925 366 16631 410 137 16057 42779 42220 9804 32416 9156 7950 7008 273 2014579 650030
is_linear=0
shrinkage=0.1


Tree=1112
num_leaves=31
num_cat=0
split_feature=5 0 0 6 1 3 0 1 1 3 5 3 1 0 1 5 1 0 3 1 0 1 3 3 2 3 1 0 5 5
split_gain=5.62072e+12 2.53404e+13 6.74889e+13 1.45839e+14 1.54134e+14 1.42773e+14 1.4465e+14 3.15253e+14 2.79633e+14 2.37783e+14 1.98762e+14 1.80745e+14 1.74945e+14 2.76425e+14 2.09286e+14 1.36194e+14 1.4829e+14 1.35017e+14 2.33907e+14 1.93968e+14 1.82878e+14 8.81368e+14 2.76805e+14 1.6707e+14 1.88058e+14 2.43437e+14 3.43163e+14 1.64882e+14 1.43736e+14 1.39739e+14
threshold=42.005000000000003 60.029906750000002 59.939091550000008 1.5000000000000002 30.451272450000005 12.500000000000002 59.990816400000007 30.226173900000003 30.388336800000001 7.5000000000000009 60.905000000000008 3.5000000000000004 30.425002000000003 59.950068600000009 30.410108300000001 110.05000000000001 30.370618100000005 59.990816400000007 17.500000000000004 30.160599000000001 59.950068600000009 30.425002000000003 6.5000000000000009 24.500000000000004 12.500000000000002 22.500000000000004 30.278357500000002 59.982527000000012 71.715000000000018 71.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 17 6 7 -5 9 10 -9 -12 13 14 -10 16 -8 18 19 -4 21 -21 27 24 28 26 -26 -22 29 -19
right_child=1 -3 3 5 -6 -7 15 8 12 -11 11 -13 -14 -15 -16 -17 -18 23 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=148.64024221122372 -54.643428116919544 1679.602356073422 53073.179581130928 -54423.464913493364 -37165.722053968188 8189.3017767633064 -22726.484008079602 27720.452449653934 118007.36571485909 31635.987720726793 71565.726341468864 -13893.459743615043 1014.5360042630178 -48927.411683257793 -43280.867764655472 37479.637690130934 2050.035042773246 9659.2691921438909 -33765.846725543815 -80049.14895658601 205487.49882711825 121579.60107659617 -5767.940211646961 -23865.77074223863 -73135.926436883514 75655.693925118059 57991.910615948938 -69983.829687500009 -25914.210182670595 174868.91612079329
leaf_weight=1600872 2564858 78791 538 942 1788 15479 7497 2115 191 4601 262 4467 3542 1941 139 523 3564 3316 3779 1153 97 267 12539 1719 358 895 451 28 1400 52
leaf_count=1600872 2564858 78791 538 942 1788 15479 7497 2115 191 4601 262 4467 3542 1941 139 523 3564 3316 3779 1153 97 267 12539 1719 358 895 451 28 1400 52
internal_value=0 -87.5703 -140.342 -3125.06 -8745.06 398.689 -3650.16 1909.67 4984.52 14056.3 2238 -9158.78 -12876.5 -34541.9 50070.8 -12385.4 -14743.2 -6834.1 -11588.2 -5856.45 -8107.52 -42137.3 -4291.81 3845.89 11206.3 39720.4 -34.9938 143782 1015.82 12210
internal_weight=0 2.71729e+06 2.6385e+06 73643 28380 45263 29784 18200 17258 11445 6844 4729 5813 2271 330 11584 11061 26592 18401 14622 14084 1420 12664 8191 6472 1704 809 125 4768 3368
internal_count=4318164 2717292 2638501 73643 28380 45263 29784 18200 17258 11445 6844 4729 5813 2271 330 11584 11061 26592 18401 14622 14084 1420 12664 8191 6472 1704 809 125 4768 3368
is_linear=0
shrinkage=0.1


Tree=1113
num_leaves=31
num_cat=0
split_feature=1 3 3 0 0 0 0 1 6 2 1 0 2 5 5 1 0 5 4 5 0 0 3 1 5 0 3 3 5 0
split_gain=4.61492e+12 3.10586e+13 5.71169e+13 1.60147e+14 4.6854e+14 2.88606e+14 1.57086e+14 3.02991e+14 1.4611e+14 1.04041e+14 8.942e+13 8.02906e+13 7.29807e+13 6.84654e+13 9.5125e+13 6.55414e+13 5.78578e+13 5.6248e+13 5.38991e+13 5.26735e+13 4.98794e+13 2.71873e+14 1.45474e+14 1.42884e+14 1.48612e+14 2.20692e+14 1.72687e+14 3.56351e+14 2.52657e+14 1.91213e+14
threshold=30.305955500000003 11.500000000000002 10.500000000000002 59.990816400000007 59.982527000000012 60.003414000000006 59.963407450000012 30.278357500000002 1.5000000000000002 4.5000000000000009 30.243224600000001 59.950068600000009 5.5000000000000009 85.020000000000024 38.010000000000012 30.207352000000004 59.853570100000006 61.845000000000006 2.5000000000000004 52.990000000000002 59.990816400000007 59.950068600000009 7.5000000000000009 30.226173900000003 72.705000000000013 59.982527000000012 9.5000000000000018 8.5000000000000018 84.030000000000015 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 6 8 10 18 19 -9 11 16 -12 14 -6 -10 -4 -13 -8 -5 21 -1 -22 -23 -25 26 27 -26 -29 -28
right_child=-2 -3 3 5 13 -7 7 9 15 -11 12 17 -14 -15 -16 -17 -18 -19 -20 -21 22 23 -24 24 25 -27 29 28 -30 -31
leaf_value=-593.93305566016659 21.121007917481201 -1843.590588995695 39614.649981398812 91299.288319140629 -61282.013539758198 -15982.818757004035 -51639.343596117425 71526.061532738095 26011.308091517858 333174.9681818182 -56949.912815925258 165919.3683376736 8620.0448970522793 7316.1646246189021 -181443.17459701345 217875.87037927352 -39673.52358555948 16806.074599358977 68501.702698037785 4482.277645779639 3990.8999110283348 -27093.809270470709 -16707.092130472007 36044.036372016526 -15771.523998060738 80636.907187130331 -96330.028583641179 225289.96389802636 14753.111919202303 176432.57962472099
leaf_weight=63059 4145141 86654 357 250 113 366 66 21 21 55 268 72 463 41 158 117 124 39 86 97 7709 579 6069 4085 1268 317 313 114 114 28
leaf_count=63059 4145141 86654 357 250 113 366 66 21 21 55 268 72 463 41 158 117 124 39 86 97 7709 579 6069 4085 1268 317 313 114 114 28
internal_value=0 -506 836.005 15113.2 -1304.49 51054.8 21188.1 97849.2 101644 260877 7976.61 36865.8 -15419.3 -113118 -131339 188679 19174.5 113528 16335.2 67030.6 372.812 1457.09 -5126.25 20426.8 24836.9 3582.79 -9713.97 4924.21 120022 -73933.1
internal_weight=0 173023 86369 2714 1863 851 1551 228 485 76 1323 592 731 312 271 138 481 111 152 347 83655 69877 13778 6818 6239 2154 1837 1496 228 341
internal_count=4318164 173023 86369 2714 1863 851 1551 228 485 76 1323 592 731 312 271 138 481 111 152 347 83655 69877 13778 6818 6239 2154 1837 1496 228 341
is_linear=0
shrinkage=0.1


Tree=1114
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 0 0 0 5 0 5 0 0 1 6 5 6 3 0 0 5 3 0 5 1 6 5 6 5 5
split_gain=4.90887e+12 9.46654e+13 1.6813e+14 1.91792e+14 1.89487e+14 3.35451e+14 1.62148e+14 1.96376e+14 2.62165e+14 1.73327e+14 2.51004e+14 1.53776e+14 1.43893e+14 1.34711e+14 1.30084e+14 1.30029e+14 1.17934e+14 1.27737e+14 1.32206e+14 1.15135e+14 1.19699e+14 1.15211e+14 1.09788e+14 1.22327e+14 1.07575e+14 2.51967e+14 1.57286e+14 1.37808e+14 1.15186e+14 1.24432e+14
threshold=37.39371280000001 37.436176200000013 21.500000000000004 19.500000000000004 55.708120100000009 55.68356880000001 55.86787755000001 55.74310830000001 69.015000000000015 55.664473600000008 88.015000000000015 55.860536450000005 55.885524800000006 37.417247200000006 1.5000000000000002 40.005000000000003 1.5000000000000002 12.500000000000002 55.820531900000013 55.885524800000006 83.010000000000005 8.5000000000000018 55.657530000000008 98.020000000000024 37.417247200000006 1.5000000000000002 72.010000000000005 1.5000000000000002 42.405000000000008 41.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 14 7 9 16 -2 24 -6 -13 19 15 -4 17 -9 -19 -8 -21 -22 23 -16 27 26 -26 -11 29 -27
right_child=1 -3 4 -5 11 -7 13 8 -10 10 -12 12 -14 -15 22 -17 -18 18 -20 20 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=253.22151808188278 -3159.4820266692291 5.4662843821753588 13094.843154878628 -54169.944973172831 30086.306924787299 -153853.09565398187 -64720.138117552829 -7567.968596850199 67993.758488232808 -186519.35605732689 140740.23774426701 -21968.969815043543 22985.991480079156 -36108.99358703781 -2118.0509476205166 -21031.129212878834 -5905.7669567020484 143989.64195563781 27000.04919455589 -1503.4538531346527 314117.19545454549 53059.438757491444 106492.29440035958 214108.89944196428 64580.648660714287 -7129.1285250980281 345586.04300000006 -46728.608492724612 -54906.508655888523 172664.49318498885
leaf_weight=650275 9736 3632198 1654 949 3552 155 278 315 771 74 83 1531 1331 3272 399 3436 2741 171 222 1902 22 73 173 28 98 461 25 1500 697 42
leaf_count=650275 9736 3632198 1654 949 3552 155 278 315 771 74 83 1531 1331 3272 399 3436 2741 171 222 1902 22 73 173 28 98 461 25 1500 697 42
internal_value=0 -44.8933 -5169.88 -10134.3 4319.13 -8704.57 -8275.55 -3415.37 15276.7 -9618.63 -30721.4 16187.5 -1062.24 -23114.6 -4750.61 -9941.86 3492.21 39876.2 77903.9 -4425.43 3968.13 113515 39288.5 12060.8 -35633.8 -14615.2 121696 -53300.7 -28587 7883.46
internal_weight=0 3.66789e+06 35691 23432 12259 5845 22483 16936 4220 12716 2980 6414 2862 5547 5690 5090 3449 708 393 2275 1997 95 600 427 2897 1323 123 1574 1200 503
internal_count=4318164 3667889 35691 23432 12259 5845 22483 16936 4220 12716 2980 6414 2862 5547 5690 5090 3449 708 393 2275 1997 95 600 427 2897 1323 123 1574 1200 503
is_linear=0
shrinkage=0.1


Tree=1115
num_leaves=31
num_cat=0
split_feature=1 6 3 1 1 3 0 1 3 0 1 1 0 2 1 0 0 5 0 2 4 1 5 5 5 0 1 0 5 5
split_gain=4.81124e+12 6.29682e+13 5.6713e+13 1.80268e+14 1.77471e+14 1.73957e+14 3.16741e+14 2.4584e+14 1.37518e+14 1.3238e+14 1.49363e+14 3.26359e+14 2.01727e+14 1.8749e+14 2.40898e+14 1.70572e+14 1.58055e+14 1.47503e+14 1.43061e+14 1.69004e+14 1.42171e+14 1.147e+14 1.04374e+14 1.18438e+14 1.01144e+14 9.8045e+13 9.32888e+13 9.1204e+13 8.34231e+13 7.70515e+13
threshold=38.781124500000011 1.5000000000000002 8.5000000000000018 36.546174950000008 37.314272700000011 7.5000000000000009 59.982527000000012 30.243224600000001 4.5000000000000009 44.732363600000006 30.323743050000001 30.278357500000002 59.896318000000008 3.5000000000000004 30.305955500000003 59.846652800000008 59.896318000000008 62.015000000000008 59.950068600000009 5.5000000000000009 1.5000000000000002 30.578016350000002 54.710000000000008 41.365000000000002 120.05000000000001 59.950068600000009 30.332994000000003 59.863160500000006 45.985000000000007 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 9 -8 -5 -7 11 15 26 -13 -15 -11 27 18 -17 22 -19 -14 23 -20 -6 -23 -12 -16 -21 -22
right_child=-2 -3 -4 4 24 6 7 -9 -10 10 12 13 21 14 16 17 -18 20 19 28 29 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8478.1897020354227 -69.48203350202968 658.9489791953124 -462.89198859081836 -12304.145245069734 -6504.8426272590159 134272.28918313418 -1464.906034943954 -134858.70915710804 -54167.515498850589 -60.527510517096623 100493.12561585024 -2901.549892484225 -78771.16063353364 128599.34046634616 -328.9071707589286 -52055.210737374917 17978.205922421472 -311733.40000000002 41036.418152837643 29920.102663393372 -96235.579429150137 -114594.97707270407 136465.71098632814 -111940.13020887139 -99117.796694664197 49166.59828830295 -6206.7665171662848 213658.98090466484 195869.00326086956 3673.6333319909791
leaf_weight=13404 3012745 861451 406288 1528 13022 68 230 346 1613 2089 111 1040 757 325 28 591 965 27 87 54 378 49 36 121 119 144 313 69 69 97
leaf_count=13404 3012745 861451 406288 1528 13022 68 230 346 1613 2089 111 1040 757 325 28 591 965 27 87 54 378 49 36 121 119 144 313 69 69 97
internal_value=0 160.356 -807.087 -4518.4 -12447.7 1515.14 -10160.2 -81593.8 -33802.3 -4613.47 -5898.4 937.023 -35628 29196.3 53263.9 -18388.2 30209.3 -44611.9 -21603.1 27435.5 -88520.9 -61226.2 -20745.2 -47954.7 -7343.51 7589.83 21726.5 151889 123013 -75833.1
internal_weight=0 1.30542e+06 443968 37680 16282 21398 7994 576 3141 7418 7350 5976 1374 2427 1387 3549 1062 1460 958 367 502 950 244 208 13141 193 424 97 123 475
internal_count=4318164 1305419 443968 37680 16282 21398 7994 576 3141 7418 7350 5976 1374 2427 1387 3549 1062 1460 958 367 502 950 244 208 13141 193 424 97 123 475
is_linear=0
shrinkage=0.1


Tree=1116
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 0 2 3 3 3 2 0 1 1 5 1 3 1 0 5 3 3 6 0 5 0 3 3 0
split_gain=4.77245e+12 2.54999e+13 3.68008e+13 3.51352e+13 3.28089e+13 3.14426e+13 4.66872e+13 5.11423e+13 5.24879e+13 4.97268e+13 2.88443e+13 2.69939e+13 4.49192e+13 3.86416e+13 4.12685e+13 3.62366e+13 2.9048e+13 2.87802e+13 5.32091e+13 3.62088e+13 3.01256e+13 2.69266e+13 3.40918e+13 5.01772e+13 9.74645e+13 5.3541e+13 3.05619e+13 4.08281e+13 2.85895e+13 3.48618e+13
threshold=41.505000000000003 40.005000000000003 30.346469350000003 30.370618100000005 44.732363600000006 39.787929450000007 43.592450450000008 4.5000000000000009 11.500000000000002 4.5000000000000009 36.500000000000007 9.5000000000000018 55.695992150000002 37.214886200000009 37.712318250000003 41.365000000000002 39.704585000000002 12.500000000000002 37.533784800000006 55.86787755000001 40.905000000000008 25.500000000000004 17.500000000000004 1.5000000000000002 54.947152850000002 40.605000000000011 55.619594000000006 23.500000000000004 21.500000000000004 44.998833400000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -9 -5 11 15 21 -14 17 16 -6 18 20 -19 -15 22 -13 26 -25 -26 28 -28 -24 -30
right_child=-2 2 3 4 10 -7 -8 8 -10 -11 -12 12 13 14 -16 -17 -18 19 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=7.5673289136016697 -76.985545105685716 -5698.7536360831364 18455.464439232888 109747.34987500048 -1108.4503469969143 -1848.6838789117935 13993.35783550556 28674.743255208334 200211.9564630682 -13020.091165884747 60655.557142006481 -315.10813513543474 -9781.3028936635292 -204708.42984375 2683.0050967736356 8693.5635974729066 2786.4082160886628 28385.525119311496 18277.064089801748 3144.0395379782822 -46264.034472656254 13841.292727668031 -4620.7696562657775 -4286.4937859473148 14658.599574778189 -40371.412068286983 32555.21676338133 -30420.427773932857 103408.67893629808 7888.673433658967
leaf_weight=1358793 2810827 6984 1246 50 27226 1057 1690 30 44 97 82 12803 1707 20 7492 7889 64541 1646 93 868 30 885 4766 2781 199 1585 121 690 39 1883
leaf_count=1358793 2810827 6984 1246 50 27226 1057 1690 30 44 97 82 12803 1707 20 7492 7889 64541 1646 93 868 30 885 4766 2781 199 1585 121 690 39 1883
internal_value=0 143.56 1387.54 1737.15 1588.69 11990.8 19645.6 62868.7 130670 28737.5 1363.9 1328.48 -954.31 4139.14 6480.48 2189.96 1630.86 17188.3 -26449.8 19670.5 -109642 -3299.29 -3909.31 -7723.69 -15989.6 -34233 -2691.85 -21024.6 -468.792 9826.9
internal_weight=0 1.50734e+06 148544 141560 140314 2968 1911 221 74 147 137346 137264 37608 11856 10149 99656 91767 2657 143 2514 50 25752 24867 12064 4565 1784 7499 811 6688 1922
internal_count=4318164 1507337 148544 141560 140314 2968 1911 221 74 147 137346 137264 37608 11856 10149 99656 91767 2657 143 2514 50 25752 24867 12064 4565 1784 7499 811 6688 1922
is_linear=0
shrinkage=0.1


Tree=1117
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 0 3 5 6 0 0 1 0 6 0 0 5 3 3 6 0 6 5 5 1 1 0 0 5 3
split_gain=4.55443e+12 3.64478e+13 1.00551e+14 1.96378e+14 1.87855e+14 9.45129e+13 1.05263e+14 9.37783e+13 7.08633e+13 7.00681e+13 2.13354e+14 1.10171e+14 6.97048e+13 9.30746e+13 6.37765e+13 1.24357e+14 1.16604e+14 1.02744e+14 1.46371e+14 9.27549e+13 1.98027e+14 8.56119e+13 8.03296e+13 6.10547e+13 5.40727e+13 5.27511e+13 9.7561e+13 1.17112e+14 1.16127e+14 9.74578e+13
threshold=82.981501350000016 83.003542850000017 16.500000000000004 55.078308950000007 15.500000000000002 55.061033200000004 8.5000000000000018 69.610000000000014 1.5000000000000002 55.02863030000001 55.020029900000004 83.026705000000007 55.034903650000011 1.5000000000000002 54.934662400000008 54.920670650000005 109.05000000000001 12.500000000000002 11.500000000000002 1.5000000000000002 55.014086100000007 1.5000000000000002 63.855000000000011 97.050000000000011 83.001620750000015 86.067573200000012 56.367862600000002 55.050600750000008 63.855000000000011 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 5 12 -7 -6 -4 10 -3 23 14 -14 15 16 -2 18 19 20 -16 -17 24 -12 -21 26 27 29 -29 -11
right_child=1 9 3 -5 7 6 -8 -9 -10 25 11 -13 13 -15 17 21 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=40.452941549116957 -10715.385905703852 738.38573590298995 -8213.3555090221835 70770.034542630412 21675.099102858556 -19273.081429416896 -134112.07356770834 86200.073629682491 -31748.990891355406 -2410.1066907179043 20367.949735197188 -10638.60114017581 -83194.28098100143 9463.8560555935801 5705.6227530063061 -4858.0344245804617 -159748.71030092594 -55441.857122180612 102689.16778078007 -8863.2232535685744 -5256.6165313575366 22040.603236742052 -19007.572064014912 -115912.53729285039 -1743.9099773246028 588.24783689793856 19503.88465995419 -9042.0892695132279 -40354.17532022595 21509.311762714347
leaf_weight=3738169 1888 221608 2714 254 810 1603 84 312 2420 99711 8604 1374 110 7494 32744 1655 54 363 133 16756 33174 4151 4057 33 29365 95300 1961 8144 1386 1733
leaf_count=3738169 1888 221608 2714 254 810 1603 84 312 2420 99711 8604 1374 110 7494 32744 1655 54 363 133 16756 33174 4151 4057 33 29365 95300 1961 8144 1386 1733
internal_value=0 -260.726 -1665.14 -15060.9 -1129.52 -1471.65 -24991.2 39617.9 -19307.3 186.731 1383.46 15663.1 -1170.93 8123.46 -1739.33 7046.13 -14859.5 -2323.16 -2157.26 -2277.37 188.748 14373.1 -5517.08 19847.3 -4330.39 -1144.39 -2606.46 -2997.17 -13596 -2001.48
internal_weight=0 579995 140141 5388 134753 133631 1687 1122 5134 439854 231619 10011 131944 7604 124340 7748 1942 116592 116229 116096 65918 5806 50178 8637 46121 208235 112935 110974 9530 101444
internal_count=4318164 579995 140141 5388 134753 133631 1687 1122 5134 439854 231619 10011 131944 7604 124340 7748 1942 116592 116229 116096 65918 5806 50178 8637 46121 208235 112935 110974 9530 101444
is_linear=0
shrinkage=0.1


Tree=1118
num_leaves=31
num_cat=0
split_feature=4 5 0 1 4 3 2 0 1 3 1 1 1 1 5 5 5 0 1 5 0 1 5 0 0 1 5 1 1 5
split_gain=5.1644e+12 1.86135e+13 2.57264e+13 2.44091e+13 2.34169e+13 2.23304e+13 2.07108e+13 2.07678e+13 5.44802e+13 1.96394e+13 1.83143e+13 1.8056e+13 2.96781e+13 2.57561e+13 2.29826e+13 2.60372e+13 2.44038e+13 2.13505e+13 3.21329e+13 2.98972e+13 2.93964e+13 2.27381e+13 2.16324e+13 2.11446e+13 3.10578e+13 2.09355e+13 2.35486e+13 2.20456e+13 2.07123e+13 3.71835e+13
threshold=1.0000000180025095e-35 13.050000000000002 59.609407350000005 61.42204370000001 1.5000000000000002 5.5000000000000009 4.5000000000000009 44.678200800000006 39.969502550000009 8.5000000000000018 37.214886200000009 82.784560750000011 82.945329900000004 82.957885500000017 26.005000000000006 27.010000000000002 54.710000000000008 60.052595500000002 30.278357500000002 70.50500000000001 60.035045000000004 30.346469350000003 32.005000000000003 54.940316550000006 55.07108800000001 82.897133550000021 53.995000000000012 82.902675200000019 82.926290250000008 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 -2 7 8 9 -6 -8 17 23 14 -14 -16 -17 20 22 -20 -1 -22 -19 -13 28 -26 -27 -28 -25 -30
right_child=1 -3 -4 -5 6 -7 10 -9 -10 -11 -12 12 13 -15 15 16 -18 18 19 -21 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-483.48670392463919 6343.0739712654104 -35.904056140518229 27883.410068783967 -6481.5984331712307 65046.702423162773 26670.403898861885 -91142.000940393526 3034.1110105058965 -3759.5663676553145 168473.33755307406 -7745.0265322403175 -3239.7987604665177 14812.85631056139 952.42312644938977 -36938.005404778982 -985.58993221149728 -18567.084926356012 28323.170520281794 1321.597267181809 123993.42316406251 -20775.89642083364 -797.85825526021847 -47107.442897338871 7031.9293032624546 19494.89022313579 -192.84446628376 -38886.643337673617 -2322.4011620426486 21028.465759449609 -60314.775195312504
leaf_weight=108535 1316 4066480 460 1821 91 917 27 1524 167 23 1065 2632 435 107455 316 2319 1197 768 2997 20 1281 1026 40 10138 391 2196 351 311 1807 58
leaf_count=108535 1316 4066480 460 1821 91 917 27 1524 167 23 1065 2632 435 107455 316 2319 1197 768 2997 20 1281 1026 40 10138 391 2196 351 311 1807 58
internal_value=0 -26.7789 4980.25 3464.57 6995.17 14690.7 1063.51 7640.04 32620.2 85913.5 -9807.04 446.609 1255.29 649.858 -6969.58 -9442.27 -6971.1 -467.433 6878.06 2134.8 -720.916 -11891 24589 5037.48 6465.87 -2207.59 -5176.68 -21709.2 8813.62 18498.8
internal_weight=0 4.07389e+06 7411 6951 5130 2233 2897 1805 281 114 1092 244273 129606 111722 4267 3832 3516 114667 3825 3017 110842 2307 808 17884 15252 3249 2858 662 12003 1865
internal_count=4318164 4073891 7411 6951 5130 2233 2897 1805 281 114 1092 244273 129606 111722 4267 3832 3516 114667 3825 3017 110842 2307 808 17884 15252 3249 2858 662 12003 1865
is_linear=0
shrinkage=0.1


Tree=1119
num_leaves=31
num_cat=0
split_feature=1 3 3 0 3 3 6 3 5 3 4 0 0 4 5 5 5 0 5 0 2 1 0 5 3 0 0 0 2 5
split_gain=4.34915e+12 2.90242e+13 5.67649e+13 3.67632e+13 4.02391e+13 3.21623e+13 4.2951e+13 5.81638e+13 1.02273e+14 5.12062e+13 4.93182e+13 4.47031e+13 3.92038e+13 4.32693e+13 6.09388e+13 4.38387e+13 9.6772e+13 4.17501e+13 3.57692e+13 4.43506e+13 4.36621e+13 4.32585e+13 3.93187e+13 2.74041e+13 2.59679e+13 2.56381e+13 5.1302e+13 2.48802e+13 2.40555e+13 3.33408e+13
threshold=30.160599000000001 23.500000000000004 16.500000000000004 59.846652800000008 21.500000000000004 17.500000000000004 1.5000000000000002 21.500000000000004 88.015000000000015 19.500000000000004 1.5000000000000002 59.863160500000006 59.853570100000006 3.5000000000000004 107.05000000000001 97.050000000000011 91.050000000000011 60.052595500000002 71.715000000000018 60.063729500000008 3.5000000000000004 30.102666750000001 59.990816400000007 48.510000000000012 22.500000000000004 59.916647550000008 59.990816400000007 54.648549400000007 12.500000000000002 63.145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 -4 25 12 9 -9 10 -8 -12 -7 14 15 16 17 28 19 21 -20 -11 -23 -6 -17 -5 -27 -1 -14 -30
right_child=-2 -3 3 5 23 6 7 8 -10 18 11 -13 13 -15 -16 24 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-40338.903678601157 -13.013131529166001 -15548.734377096129 8941.1600508745978 9412.7835669754622 -6574.1895951061715 -17740.618961899465 12793.248449319257 42129.001965022209 215726.8286585366 -90962.321767769608 106577.0077416088 -44245.614954144025 4949.3991770704051 -54892.221243223852 93192.455052369507 -19149.71548381024 158080.86321180558 -64395.099668236304 -191814.12329545454 129240.48551682693 -18607.834302325584 25219.76253764283 -85950.218918918923 -82515.690832411521 -121853.52276785714 103903.34755935078 17629.039445206927 300.14454131746669 12513.257040410565 55417.078880078872
leaf_weight=151 4246761 1073 272 181 82 602 242 197 41 51 135 23 1539 98 91 83 45 73 22 26 43 227 37 113 35 129 148 64803 577 264
leaf_count=151 4246761 1073 272 181 82 602 242 197 41 51 135 23 1539 98 91 83 45 73 22 26 43 227 37 113 35 129 148 64803 577 264
internal_value=0 773.968 1023 10898.1 -15913 13448.7 10852.3 28598 72034.5 15771.8 41165.5 84621.8 5414.47 10383.9 12747.1 9948.73 12762.3 10096.4 -9246.66 3712.32 -77231.5 -6648.73 9639.12 -50581.3 -49612.7 38682 57807.3 205.67 12381.3 25981.3
internal_weight=0 71403 70330 5376 467 4909 4451 1044 238 806 400 158 3407 2805 2707 2616 2498 2453 406 341 65 315 264 195 118 458 277 64954 2380 841
internal_count=4318164 71403 70330 5376 467 4909 4451 1044 238 806 400 158 3407 2805 2707 2616 2498 2453 406 341 65 315 264 195 118 458 277 64954 2380 841
is_linear=0
shrinkage=0.1


Tree=1120
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 0 0 6 0 6 0 5 2 3 4 3 3 5 0 1 5 1 3 3 5 5 1 1 2 5
split_gain=4.88007e+12 2.97451e+13 1.24645e+14 1.07733e+14 9.75342e+13 2.567e+14 2.03274e+14 4.30058e+14 3.61225e+14 6.19336e+14 2.01748e+14 3.06629e+14 2.02513e+14 2.14384e+14 3.5456e+14 1.97213e+14 2.6855e+14 1.97045e+14 1.8429e+14 2.41751e+14 2.36264e+14 1.74103e+14 2.46979e+14 2.24238e+14 1.75887e+14 1.72659e+14 1.69417e+14 1.51999e+14 1.34758e+14 1.51568e+14
threshold=30.305955500000003 30.259484550000003 3.5000000000000004 21.500000000000004 11.500000000000002 59.950068600000009 59.846652800000008 1.5000000000000002 59.963407450000012 1.5000000000000002 59.982527000000012 72.010000000000005 4.5000000000000009 7.5000000000000009 1.5000000000000002 13.500000000000002 12.500000000000002 75.015000000000015 59.950068600000009 30.278357500000002 48.945000000000007 30.278357500000002 18.500000000000004 17.500000000000004 62.385000000000012 66.040000000000006 30.278357500000002 30.278357500000002 6.5000000000000009 54.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 28 7 -6 9 18 11 12 -7 -14 25 16 -10 -12 -8 -20 -21 24 23 -23 -11 -15 -18 -9 29 -4
right_child=-2 2 3 -5 6 10 8 27 15 21 17 -13 13 14 -16 -17 26 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=128.88751493151844 21.719288430217887 36039.024361253272 -3690.8731097679783 8304.8273543585929 -5205.7023024902346 24424.184108390029 -71867.7785579427 -25895.724165126259 -22891.912778732451 -6344.7621196546061 -18252.915494840669 -6722.7685746003735 51.233619117736822 66741.457294144289 185809.91698614068 -1111.5193835611683 -189127.74645718664 42500.060817200458 -1354.8917103794645 -119597.98877238669 -282235.78897894383 -16331.357313565342 140013.74830820863 -189934.84586780026 175362.26688183594 -164288.34321428573 -29567.780417640188 184419.76237185847 25075.80873743536 -30578.3396139092
leaf_weight=138955 4145141 792 4036 5783 1000 1858 330 42 1555 114 3031 1996 256 427 323 5222 176 648 70 171 187 275 71 102 100 35 107 189 809 4363
leaf_count=138955 4145141 792 4036 5783 1000 1858 330 42 1555 114 3031 1996 256 427 323 5222 176 648 70 171 187 275 71 102 100 35 107 189 809 4363
internal_value=0 -520.333 -3168.34 -4101.51 -6711.12 -2309.54 -14770.9 23202.3 -20283.3 -66303.6 10141.7 23440.2 44207.8 79518 105433 -11027.1 -39198.7 -7552.2 -128022 -171318 -204551 4364.69 -31079.2 -63301 78565.1 49239.2 -128799 146181 -13903.5 -17658
internal_weight=0 173023 34068 33276 27493 17782 9711 1231 8480 1420 8574 4895 2899 1041 785 7060 1838 3679 758 428 358 662 448 377 214 462 283 231 9208 8399
internal_count=4318164 173023 34068 33276 27493 17782 9711 1231 8480 1420 8574 4895 2899 1041 785 7060 1838 3679 758 428 358 662 448 377 214 462 283 231 9208 8399
is_linear=0
shrinkage=0.1


Tree=1121
num_leaves=31
num_cat=0
split_feature=5 4 6 1 2 0 0 0 0 1 0 5 0 0 5 0 1 3 5 0 0 1 2 3 1 0 1 0 1 5
split_gain=4.47866e+12 5.75199e+13 1.08897e+14 7.62735e+13 5.76304e+13 4.92799e+13 8.51821e+13 9.06298e+13 8.15695e+13 6.82954e+13 9.75726e+13 7.0603e+13 7.54424e+13 2.08154e+14 1.67989e+14 1.43487e+14 8.25294e+13 8.91706e+13 7.83202e+13 1.01854e+14 8.79361e+13 7.49916e+13 7.47765e+13 6.84217e+13 6.69908e+13 6.29216e+13 5.87602e+13 1.60884e+14 1.12788e+14 1.20184e+14
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.91993380000001 24.500000000000004 57.178027650000011 56.802385350000009 56.338501050000012 56.320495600000008 39.969502550000009 55.924336300000007 105.35000000000001 54.725565150000001 55.719391050000006 83.010000000000005 55.86787755000001 37.436176200000013 17.500000000000004 99.555000000000021 53.973051950000006 45.059881250000011 38.911476500000006 5.5000000000000009 14.500000000000002 37.597123000000003 55.885524800000006 30.278357500000002 59.982527000000012 30.315880100000005 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 10 11 12 18 -14 16 24 -15 -18 19 21 -20 -2 -22 -17 -16 -25 27 -7 29 -28
right_child=1 -3 -4 4 -6 26 -8 -9 -10 -11 -12 -13 13 14 15 23 17 -19 20 -21 22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-35.117038930835669 -23467.491712773564 715.25124435644705 -5617.3712183244343 -11725.053196284354 60263.500185971468 -67589.68976500268 34430.024683991178 -54019.332763154634 101420.49563559674 546.39998547950245 -85151.128010884844 -18917.566828853116 -48428.215563220852 -29564.537016157672 37742.830497685187 229300.6250339674 188967.94244939633 71483.497752298746 233044.72702752976 73149.799013026393 -84644.642833533653 31735.824604409998 126708.31386303192 93605.26204241073 -89930.665833938954 -70609.189866071436 55820.054338244656 41714.483087978078 -7025.947505691056 -168949.31493750002
leaf_weight=3859289 317 402288 39151 3370 115 408 1306 236 94 5324 89 397 443 55 54 23 88 243 42 469 26 1100 47 70 172 35 491 201 2196 25
leaf_count=3859289 317 402288 39151 3370 115 408 1306 236 94 5324 89 397 443 55 54 23 88 243 42 469 26 1100 47 70 172 35 491 201 2196 25
internal_value=0 295.346 -2689.84 3883.66 -9349.53 7189.35 10511.4 7161.1 8749.85 7781.31 18276.9 20847.4 25805.5 5786.07 38241.4 -11511.3 83869.5 102718 37641.1 32755.8 117760 19386.2 51431.9 73085.6 -59424.6 38867.1 -3443.86 -31513.9 2859.49 44930.1
internal_weight=0 458875 56587 17436 3485 13951 10630 9324 9088 8994 3670 3581 3184 1183 740 354 386 331 2001 1886 115 1417 73 128 226 105 3321 609 2712 516
internal_count=4318164 458875 56587 17436 3485 13951 10630 9324 9088 8994 3670 3581 3184 1183 740 354 386 331 2001 1886 115 1417 73 128 226 105 3321 609 2712 516
is_linear=0
shrinkage=0.1


Tree=1122
num_leaves=31
num_cat=0
split_feature=5 6 5 3 0 0 0 0 0 0 0 2 1 3 0 1 1 0 3 0 3 0 3 1 3 3 1 1 4 3
split_gain=4.58564e+12 2.96185e+13 6.17797e+13 7.12761e+13 6.33746e+13 7.33406e+13 6.93082e+13 1.04675e+14 2.48567e+14 1.53305e+14 8.0677e+13 6.27364e+13 6.87274e+13 5.17246e+13 4.60238e+13 1.28772e+14 1.08955e+14 9.54855e+13 7.8344e+13 6.31664e+13 4.4906e+13 4.67115e+13 4.38551e+13 4.74902e+13 8.54029e+13 6.19318e+13 1.67164e+14 7.85472e+13 6.72569e+13 1.3848e+14
threshold=88.015000000000015 1.5000000000000002 93.00500000000001 8.5000000000000018 53.973051950000006 44.732363600000006 55.07108800000001 55.576287050000012 55.619594000000006 55.591389050000011 55.02863030000001 4.5000000000000009 37.457850350000008 9.5000000000000018 55.535913550000011 37.582182450000005 37.542000650000013 55.56564190000001 22.500000000000004 55.212972300000011 22.500000000000004 55.055104550000003 4.5000000000000009 20.507360500000004 15.500000000000002 9.5000000000000018 30.305955500000003 30.102666750000001 2.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 10 14 9 -9 -6 -11 -13 -7 18 16 -16 -18 -8 -20 -12 -22 -4 24 -24 26 28 -27 29 -25
right_child=1 -3 22 4 6 13 7 8 -10 11 20 12 -14 -15 15 -17 17 -19 19 -21 21 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=24.5348965714185 11519.931642020652 218.28759929206163 -13961.053413315351 5290.094720662958 -6381.9901293932526 40635.270421875 -28869.239297537075 -7442.1556881751549 -7454.2881429621411 56031.631418918929 17503.236729967273 369210.11588541669 164831.99284539477 -32757.842022659606 -51785.436957767335 -141166.09915956442 119647.01725520834 -106019.97176367187 8643.3049597537884 176419.96811810663 40264.920631713874 125125.69823201497 -36913.400106534093 53728.343597888277 152239.03562499999 -58021.711882191419 3399.9677420201933 -452.76563041111172 61068.77013863968 -120012.627154182
leaf_weight=4086520 1863 173963 2155 778 954 100 708 81 10469 37 444 21 76 2416 467 132 75 25 66 34 200 96 528 141 25 239 6336 28366 781 68
leaf_count=4086520 1863 173963 2155 778 954 100 708 81 10469 37 444 21 76 2416 467 132 75 25 66 34 200 96 528 141 25 239 6336 28366 781 68
internal_value=0 -432.829 -2396.57 -7058.47 -9073.23 -21543.3 -6114.89 -8748.53 -5268.43 101167 12838.3 166820 209079 -29840.8 -33421 -52209.9 -31500.5 63230.3 -17166.7 65687.4 37616.9 67787.3 -99.0959 719.688 -28362.2 1167.28 9370.97 -933.765 47585.4 -2799.82
internal_weight=0 231644 57681 19042 17179 3294 13885 12191 10684 215 1694 134 97 2516 1507 699 567 100 808 100 740 296 38639 36484 553 35931 7326 28605 990 209
internal_count=4318164 231644 57681 19042 17179 3294 13885 12191 10684 215 1694 134 97 2516 1507 699 567 100 808 100 740 296 38639 36484 553 35931 7326 28605 990 209
is_linear=0
shrinkage=0.1


Tree=1123
num_leaves=31
num_cat=0
split_feature=2 5 2 1 5 0 0 5 1 2 3 3 0 0 0 1 5 3 5 0 4 5 5 5 5 4 3 5 2 5
split_gain=4.4231e+12 9.35963e+12 1.61656e+13 1.1599e+13 1.2286e+13 1.0578e+13 2.91123e+13 1.01919e+13 9.93499e+12 9.29829e+12 8.96135e+12 1.5271e+13 1.34485e+13 8.89786e+12 2.78223e+13 2.09475e+13 1.59295e+13 1.8727e+13 1.57176e+13 1.64935e+13 2.68199e+13 1.54719e+13 1.90725e+13 1.44934e+13 1.30145e+13 1.27287e+13 1.23863e+13 2.28135e+13 2.02906e+13 1.47599e+13
threshold=27.500000000000004 97.050000000000011 34.500000000000007 37.855187800000003 85.020000000000024 55.664473600000008 54.736324100000012 92.035000000000011 37.792847950000002 32.500000000000007 36.500000000000007 32.500000000000007 55.834684950000003 55.591389050000011 55.708120100000009 37.436176200000013 54.990000000000002 31.500000000000004 43.810000000000009 55.674875350000008 1.5000000000000002 45.005000000000003 82.00500000000001 89.00500000000001 57.005000000000003 1.0000000180025095e-35 36.500000000000007 93.00500000000001 29.500000000000004 49.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 8 5 6 -5 -6 13 10 11 -3 -13 16 15 -15 17 -2 -17 20 -20 -21 -23 -18 -22 -16 27 -27 -28 -30
right_child=1 2 -4 4 7 -7 -8 -9 -10 -11 -12 12 -14 14 25 18 23 -19 19 21 24 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-3.7260669783894524 -60820.440749463851 -47747.945893895347 36471.853523936174 -6350.152425373135 92084.168087121216 5971.7673906336204 92836.582849351413 22473.359002475081 -33239.036263219321 -80030.675638020839 -49193.162093353276 -9177.8565218538843 84669.010937500003 -53385.119067752727 25871.452932739259 5761.4985068207579 19102.913871065775 -7603.0116262882311 178440.00105468751 108943.51160714286 -18551.076450892859 5820.8581931736162 83638.6871042352 -25009.204915364586 71833.01980942236 -147.58930790784015 -69634.66134014423 89045.618426724148 28381.367872299383 -22180.816203771185
leaf_weight=4312319 102 43 47 67 33 963 53 58 82 30 64 37 26 33 180 193 240 188 20 21 21 184 38 108 66 2572 65 29 81 201
leaf_count=4312319 102 43 47 67 33 963 53 58 82 30 64 37 26 33 180 193 240 188 20 21 21 184 38 108 66 2572 65 29 81 201
internal_value=0 2749.01 -16301.4 3589.58 12425.8 9460.47 37457.3 47716.8 1244.69 -28703.2 -19645.4 -1805.17 29552.6 1895.93 3774.69 23971.5 -9011.51 -26320.9 28672.7 41306.7 74020.6 26901.7 19141 5412.95 50016.2 55.5878 -1520.69 846.876 -19267.2 -7657.64
internal_weight=0 5845 247 5598 1174 1083 120 91 4424 200 170 106 63 4342 3704 576 638 290 543 350 107 243 222 348 87 3128 2948 2601 347 282
internal_count=4318164 5845 247 5598 1174 1083 120 91 4424 200 170 106 63 4342 3704 576 638 290 543 350 107 243 222 348 87 3128 2948 2601 347 282
is_linear=0
shrinkage=0.1


Tree=1124
num_leaves=31
num_cat=0
split_feature=5 4 2 2 0 3 4 2 2 6 0 4 1 0 1 3 1 1 0 3 0 1 1 4 0 6 0 3 0 0
split_gain=4.43338e+12 9.12518e+12 1.78731e+13 1.92942e+13 1.7066e+13 3.16953e+13 1.69608e+13 1.51301e+13 1.4212e+13 4.26616e+13 3.88403e+13 2.27336e+13 3.19239e+13 4.23557e+13 3.09906e+13 2.74499e+13 2.85107e+13 1.82145e+13 4.20105e+13 2.39424e+13 2.16445e+13 1.62595e+13 5.51983e+13 4.50485e+13 1.31772e+13 1.31493e+13 1.91322e+13 2.44821e+13 1.79517e+13 2.62804e+13
threshold=225.45000000000002 2.5000000000000004 8.5000000000000018 1.5000000000000002 55.110554300000004 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 4.5000000000000009 1.5000000000000002 53.516665650000007 4.5000000000000009 82.871296800000025 55.777112100000004 47.208373000000009 7.5000000000000009 49.177301950000007 83.093115700000013 53.719078300000007 2.5000000000000004 55.299834250000011 41.950906500000009 39.027779200000005 4.5000000000000009 55.299834250000011 1.5000000000000002 43.056445700000005 23.500000000000004 45.029420750000007 45.055827000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4 8 17 -10 21 15 13 -13 -15 16 -12 -3 19 -19 -20 22 -11 -23 -6 26 -9 -28 -27 -30
right_child=1 7 6 4 24 -7 -8 25 9 10 11 12 -14 14 -16 -17 -18 18 20 -21 -22 23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-3.1848519584267985 -8690.2472656250011 1585.539216115927 59499.394110576926 27330.596431675393 103319.76141826923 -24916.767219461421 -26382.497541049979 127242.3699388587 -151926.18574218752 102263.23825120192 53762.213802083337 -157323.28984375001 65735.116870777027 -85721.930610795462 71672.5799838362 -157791.2331357759 -96191.502099609381 -67713.108779761911 -189334.8154761905 68875.42256155303 -47400.57262073864 -32536.88556547619 -101878.72566550926 161216.53641183037 30153.020844007886 -25987.577703906252 -26957.893559451222 95674.536226851866 89368.704548611116 8670.2912255016436
leaf_weight=4313902 287 1698 26 309 26 186 199 23 24 26 21 24 37 22 29 29 32 21 21 33 22 21 27 28 462 125 41 27 45 391
leaf_count=4313902 287 1698 26 309 26 186 199 23 24 26 21 24 37 22 29 29 32 21 21 33 22 21 27 28 462 125 41 27 45 391
internal_value=0 3223.64 9518.67 14120.9 20780.9 7698.25 -16458.4 -177.546 -4283.22 -23697.9 -13301 -39567 -10276.2 -47775.2 3776.91 -79574 -36775.9 -822.108 -42968.4 15757.7 -116717 36656 -1733.61 78179.4 34051.2 13140.7 48401.2 21734.4 7421.08 16999.3
internal_weight=0 4262 1495 1270 983 495 225 2767 2115 320 296 194 112 75 51 82 53 1795 97 54 43 102 53 49 488 652 91 68 561 436
internal_count=4318164 4262 1495 1270 983 495 225 2767 2115 320 296 194 112 75 51 82 53 1795 97 54 43 102 53 49 488 652 91 68 561 436
is_linear=0
shrinkage=0.1


Tree=1125
num_leaves=31
num_cat=0
split_feature=1 6 3 1 3 0 1 1 3 0 1 1 0 2 1 0 0 5 4 0 5 2 5 1 5 0 1 0 1 5
split_gain=4.32766e+12 5.11435e+13 5.15996e+13 1.38832e+14 1.4622e+14 2.5455e+14 1.98342e+14 1.43215e+14 1.11736e+14 1.08421e+14 1.16036e+14 2.63283e+14 1.63546e+14 1.50025e+14 1.80982e+14 1.40413e+14 1.28111e+14 1.13588e+14 1.09453e+14 1.08028e+14 1.31515e+14 1.18948e+14 9.71817e+13 9.29418e+13 7.97788e+13 7.94895e+13 7.55913e+13 7.39176e+13 7.33256e+13 7.25971e+13
threshold=38.781124500000011 1.5000000000000002 8.5000000000000018 36.546174950000008 7.5000000000000009 59.982527000000012 30.243224600000001 37.314272700000011 4.5000000000000009 44.732363600000006 30.323743050000001 30.278357500000002 59.896318000000008 3.5000000000000004 30.305955500000003 59.846652800000008 59.896318000000008 61.405000000000008 1.5000000000000002 59.950068600000009 54.710000000000008 5.5000000000000009 41.365000000000002 30.578016350000002 120.05000000000001 59.939091550000008 30.332994000000003 59.863160500000006 37.328003200000005 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 29 8 -5 -6 11 15 26 -13 -15 -11 27 19 -19 -17 21 22 -21 -14 28 -25 -12 -16 -9 -7
right_child=-2 -3 -4 7 5 6 -8 24 -10 10 12 13 23 14 16 17 -18 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=7418.8719363622404 -65.897797397219051 601.43003789275247 -391.49113774335802 -11023.22242719241 120993.95630170038 -32476.96759340103 -121550.40785744728 31625.295113337779 -48758.805457961949 -563.54508537559093 90481.854788675395 -3165.138386958196 -70905.465425752875 112374.24826502404 -393.21354457310269 -46964.914342720112 16081.625898159205 -274852.5271990741 -67994.859429705582 35465.910567079743 173108.0125078125 86258.99544334042 -103104.8766141529 -104708.45391845703 -88140.256386226378 43758.180437432653 -5565.4439184804323 192251.1428102355 -7389.4149330322543 100936.32948481722
leaf_weight=13404 3012745 861451 406288 1528 68 177 346 501 1613 2089 111 1040 757 325 28 586 965 27 486 87 50 103 121 48 119 145 313 69 12521 53
leaf_count=13404 3012745 861451 406288 1528 68 177 346 501 1613 2089 111 1040 757 325 28 586 965 27 486 87 50 103 121 48 119 145 313 69 12521 53
internal_value=0 152.084 -719.802 -4259.85 1035.03 -9669.12 -73707 -11218.4 -30401.6 -4696.65 -5859.5 165.276 -32063.3 25547.2 47076.2 -17192.2 27093.3 -40985 -78882.1 -20455.7 22576 -1625.34 -45145 -55112.1 -6633.23 6833.84 19579 136642 -5888.39 -1733.9
internal_weight=0 1.30542e+06 443968 37680 21398 7994 576 16282 3141 7418 7350 5976 1374 2427 1387 3549 1062 1460 513 947 361 311 208 950 13141 193 424 97 13022 230
internal_count=4318164 1305419 443968 37680 21398 7994 576 16282 3141 7418 7350 5976 1374 2427 1387 3549 1062 1460 513 947 361 311 208 950 13141 193 424 97 13022 230
is_linear=0
shrinkage=0.1


Tree=1126
num_leaves=31
num_cat=0
split_feature=1 3 0 0 5 3 3 1 1 3 0 3 0 0 3 0 6 2 5 1 3 5 1 5 1 5 4 3 1 3
split_gain=4.65677e+12 2.66103e+13 7.71319e+13 2.13982e+14 1.55156e+14 1.9356e+14 1.37491e+14 1.62213e+14 1.49072e+14 1.05111e+14 1.37306e+14 1.32636e+14 1.04867e+14 2.2156e+14 1.99511e+14 1.2465e+14 1.39147e+14 1.08881e+14 3.38819e+14 3.70015e+14 2.18492e+14 2.39044e+14 2.26607e+14 2.1967e+14 2.00978e+14 3.38492e+14 2.12439e+14 1.47497e+14 1.01288e+14 9.92246e+13
threshold=30.305955500000003 14.500000000000002 60.029906750000002 59.990816400000007 59.510000000000012 6.5000000000000009 12.500000000000002 30.259484550000003 30.278357500000002 13.500000000000002 60.042666650000008 12.500000000000002 59.916647550000008 59.853570100000006 4.5000000000000009 59.882016200000002 1.5000000000000002 6.5000000000000009 60.610000000000007 30.278357500000002 8.5000000000000018 67.00500000000001 30.278357500000002 62.385000000000012 30.243224600000001 53.385000000000012 1.5000000000000002 10.500000000000002 30.207352000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 6 -6 -5 -8 -9 10 29 -12 13 -1 15 -15 -17 -14 19 24 -20 22 23 -22 25 -19 -27 -21 -11 -4
right_child=-2 -3 9 4 5 -7 7 8 -10 28 11 -13 17 14 -16 16 -18 18 20 27 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1573.7729318298921 21.216562599537014 -2180.4027174574053 29212.458129758419 615.23324762613856 12706.409641088621 -43210.480217814242 -15802.357415251359 -166310.34585021221 18208.820039062499 112724.97081973427 -2522.1799426667353 -154298.01641971985 3504.6859565952618 73520.21348035433 -19055.436534406614 262376.82317382813 -5039.4819272777167 9417.4005798028429 -33130.700381747163 -286.30653505067568 -21907.803184789544 44257.861947869402 341280.43430706527 154341.19409910188 42827.047019376128 -289271.34549180331 -70320.057279007524 -168131.76548969973 24773.086313037369 2298.9724586178741
leaf_weight=58176 4145141 61400 2993 5485 792 2835 575 162 60 152 7909 58 14365 367 9289 20 718 784 264 74 98 1336 46 254 938 61 162 179 945 2526
leaf_count=58176 4145141 61400 2993 5485 792 2835 575 162 60 152 7909 58 14365 367 9289 20 718 784 264 74 98 1336 46 254 938 61 162 179 945 2526
internal_value=0 -508.289 411.484 -607.549 -14532.2 -31000.3 -5024.12 -43834.5 -116440 7192.46 4771.09 -3627.11 976.039 -828.92 -14277 25892.4 2207.57 7644.11 21815.4 -5277.14 51619.9 64523.1 132549 105272 9520.62 -21503.6 -130213 -119039 36959.7 16894.4
internal_weight=0 173023 111623 97040 9909 3627 6282 797 222 14583 13486 7967 87131 68570 10394 1105 738 18561 4196 2198 1998 1734 398 352 1945 1007 223 253 1097 5519
internal_count=4318164 173023 111623 97040 9909 3627 6282 797 222 14583 13486 7967 87131 68570 10394 1105 738 18561 4196 2198 1998 1734 398 352 1945 1007 223 253 1097 5519
is_linear=0
shrinkage=0.1


Tree=1127
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 1 1 5 1 5 0 1 1 0 5 0 0 3 5 5 5 4 6 0 0 5 5 5 1 0
split_gain=4.47371e+12 3.2773e+13 6.25219e+13 1.0038e+14 8.90837e+13 8.68345e+13 8.61136e+13 9.41757e+13 9.48185e+13 7.72029e+13 6.88826e+13 6.09967e+13 6.0457e+13 6.03095e+13 5.9435e+13 5.8874e+13 9.61187e+13 7.09951e+13 8.30601e+13 8.17654e+13 1.26641e+14 1.21064e+14 1.30918e+14 1.22573e+14 1.47817e+14 1.33963e+14 1.24526e+14 1.12133e+14 1.43769e+14 1.06684e+14
threshold=9.5000000000000018 1.5000000000000002 37.005000000000003 43.642715500000008 39.071052600000009 40.810045900000013 37.417247200000006 55.405000000000008 37.559851850000008 47.415000000000006 56.009576300000013 37.597123000000003 49.201680550000006 55.601678500000013 34.605000000000011 45.254062050000009 46.672631750000008 8.5000000000000018 47.005000000000003 60.005000000000003 51.815000000000005 2.5000000000000004 1.5000000000000002 55.039751500000008 54.708501450000007 66.50500000000001 75.015000000000015 77.00500000000001 30.207352000000004 54.648549400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 6 9 -5 -8 10 -4 13 -10 -6 -9 -1 -3 -17 18 -18 20 -19 22 23 24 26 -26 -21 -24 -29 -28
right_child=-2 15 3 4 12 -7 7 8 11 -11 -12 -13 -14 -15 -16 16 17 19 -20 21 -22 -23 27 -25 25 -27 29 28 -30 -31
leaf_value=387.03628906478406 91.872304043003268 1265.7669774190713 -28753.44675275081 3986.9456329640761 7269.0854930699397 334.12410657301837 -1608.5130361170357 16748.972976817255 148664.26466619319 4607.215318957914 1694.4385114397323 -18898.655717318754 2200.3474324719368 -161307.80234197446 -2378.1455904344157 -9657.3788899610536 -1395.0544481711258 -793.28616620071284 812.46378241925072 8004.0077459389477 -6068.7881161909427 -1373.6227674866427 14720.651908241256 -9925.2221946302125 8806.3862666903424 79122.554831858433 -17060.006240495288 -124410.52625309407 -2846.1579328679713 -157558.58222656252
leaf_weight=405540 2379540 177969 2730 34830 44837 4630 48955 23 22 930 56 1735 49521 110 96163 11843 276989 98754 443115 951 84388 128882 14487 7110 550 534 131 101 2646 92
leaf_count=405540 2379540 177969 2730 34830 44837 4630 48955 23 22 930 56 1735 49521 110 96163 11843 276989 98754 443115 951 84388 128882 14487 7110 550 534 131 101 2646 92
internal_value=0 -112.768 440.28 1993.64 2488.91 -8765.4 155.583 -2466.1 -24040.2 -20276.6 -91342.6 -16800.5 4608.91 -130516 -142.975 -418.443 -698.421 -598.206 -36.6612 -1792.36 -3224.13 -105.898 6036.01 -3479.06 16818.7 43445.5 -7766.98 11208.2 -7315.76 -75023.5
internal_weight=0 1.93862e+06 690082 188379 180089 8290 85731 50901 1946 3660 189 1757 94358 133 501703 1.24854e+06 1.07057e+06 1.05873e+06 720104 338626 183142 155484 26602 9368 2258 1084 1174 17234 2747 223
internal_count=4318164 1938624 690082 188379 180089 8290 85731 50901 1946 3660 189 1757 94358 133 501703 1248542 1070573 1058730 720104 338626 183142 155484 26602 9368 2258 1084 1174 17234 2747 223
is_linear=0
shrinkage=0.1


Tree=1128
num_leaves=31
num_cat=0
split_feature=0 0 5 1 6 1 6 3 1 3 0 1 3 5 0 3 1 5 5 5 1 5 1 1 5 1 0 3 4 5
split_gain=4.66835e+12 6.66437e+13 8.31547e+13 7.65903e+13 8.16219e+13 8.03319e+13 4.14363e+13 7.33736e+13 1.11948e+14 8.12784e+13 2.6065e+14 9.53219e+13 1.42393e+14 1.00583e+14 8.24392e+13 9.31993e+13 1.59461e+14 1.13917e+14 8.65854e+13 7.84388e+13 6.83258e+13 8.34516e+13 6.69855e+13 1.37961e+14 1.49404e+14 9.31266e+13 7.91369e+13 1.03716e+14 7.60621e+13 7.18253e+13
threshold=54.947737500000009 54.945614000000006 87.395000000000024 82.957885500000017 1.5000000000000002 82.945329900000004 1.5000000000000002 18.500000000000004 38.969379750000009 14.500000000000002 54.945175000000006 82.966612450000014 8.5000000000000018 53.385000000000012 54.708501450000007 8.5000000000000018 20.507360500000004 101.05000000000001 37.75500000000001 88.015000000000015 57.550671000000001 94.040000000000006 43.574807850000006 39.027779200000005 52.020000000000003 38.92948375000001 51.636650050000007 9.5000000000000018 1.5000000000000002 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 7 9 -9 11 19 14 -13 -14 22 16 -16 18 -18 -11 21 -21 23 25 -25 -1 29 28 -28 -26
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 -12 12 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=2565.2016689262455 76.608987469242521 24919.956794355952 -33331.293254512842 -156.56966311448872 -8475.9439021018807 -33409.410325653611 -289.79594236559382 9705.4336625776323 -3481.5144198626622 4662.6524412151548 95858.675808971777 -11433.218468081535 4055.3896904257849 18157.46149220868 7301.4518253383667 -1920.3912053313952 -5104.8498968827098 -181517.34639082689 -46854.627394341071 -25527.926491979793 -41657.902640131695 8283.7098426943921 -2014.3055063941083 3332.1750904498676 18111.160690601664 -11071.819237209478 157640.67997399755 18152.161221832543 55938.361812072282 -16458.908579264571
leaf_weight=19678 2798789 283 908 46218 15833 1425 1126085 7242 57962 78272 310 3865 13301 8161 1466 73717 779 52 1371 1166 583 1952 28015 14775 6829 6717 83 1023 645 659
leaf_count=19678 2798789 283 908 46218 15833 1425 1126085 7242 57962 78272 310 3865 13301 8161 1466 73717 779 52 1371 1166 583 1952 28015 14775 6829 6717 83 1023 645 659
internal_value=0 -141.119 -3282.31 -2854.37 -2279.35 -23744.8 -1.48178 986.478 -2016.88 1729.9 4336.12 545.994 6235.81 9417.75 -378.895 -2694.51 -18252.3 -35264.9 -31727.6 3990.01 -10235.7 -4360.41 1906.04 4084.79 9569.49 -905.148 19544.2 38683.1 67533.5 15068.7
internal_weight=0 1.51938e+06 64667 63759 62051 1708 1.45471e+06 328623 65204 263419 82283 181136 25327 21462 155809 77385 3668 2202 2150 81973 3701 3118 78424 50409 24014 26395 9239 1751 728 7488
internal_count=4318164 1519375 64667 63759 62051 1708 1454708 328623 65204 263419 82283 181136 25327 21462 155809 77385 3668 2202 2150 81973 3701 3118 78424 50409 24014 26395 9239 1751 728 7488
is_linear=0
shrinkage=0.1


Tree=1129
num_leaves=31
num_cat=0
split_feature=0 1 0 1 5 6 3 1 1 5 0 1 5 2 0 0 1 5 3 0 5 1 3 0 1 0 0 3 3 3
split_gain=4.78561e+12 1.90053e+13 4.0168e+13 3.51232e+13 5.80644e+13 5.27187e+13 8.69112e+13 1.20227e+14 1.59559e+14 5.80884e+13 5.25797e+13 5.97084e+13 5.49196e+13 6.38402e+13 6.5203e+13 7.44212e+13 1.27009e+14 7.2126e+13 6.62236e+13 5.27381e+13 4.94207e+13 6.23608e+13 4.73718e+13 4.69757e+13 4.29614e+13 7.26838e+13 6.52219e+13 1.2061e+14 1.05322e+14 8.26811e+13
threshold=44.982728700000003 47.473138800000008 42.966471700000007 46.037218400000008 116.06000000000002 1.5000000000000002 4.5000000000000009 37.362912300000012 37.692869000000009 120.05000000000001 43.465905150000005 43.574807850000006 46.810000000000009 16.500000000000004 43.514103700000014 44.226894250000008 39.718803500000007 103.45000000000002 11.500000000000002 43.514103700000014 55.005000000000003 39.630124250000001 12.500000000000002 44.039893800000009 37.328003200000005 44.893607100000004 44.874285750000006 9.5000000000000018 6.5000000000000009 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 9 24 -9 23 -10 12 -12 14 -14 16 17 18 -16 -13 -20 -22 -23 -1 25 26 27 28 -8 -29
right_child=-2 2 -4 4 -6 -7 7 8 10 -11 11 19 13 -15 15 -17 -18 -19 20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-15788.258207020377 24.995625701521572 -341.59915106788151 9275.4772780495769 -5823.5689111128931 -48676.653921600162 -1211.9645493421172 -9190.3727013629414 79676.680212132793 19644.528995195342 -81930.037159124418 1996.5062552794066 -4677.0974979068314 -31521.601521180932 68371.429983678114 119293.51263879654 5110.0254266902803 17512.54096787595 -86161.255208333343 -14532.193708304076 -68000.147766552385 -19757.25006359012 17449.078434806037 169766.52655400816 3485.4336591486117 -15081.16021828414 17716.067356505289 -26491.94088141845 -19893.267572285647 104972.53925030048 106497.53664062501
leaf_weight=2818 4087717 15221 6077 5929 334 170195 138 317 3336 106 6863 2445 317 213 235 3654 2715 27 89 139 43 29 69 2294 2951 1558 1207 878 195 55
leaf_count=2818 4087717 15221 6077 5929 334 170195 138 317 3336 106 6863 2445 317 213 235 3654 2715 27 89 139 43 29 69 2294 2951 1558 1207 878 195 55
internal_value=0 -443.378 2402.46 -733.174 -8108.88 -505.489 3172.54 5419.65 9281.15 -8658.55 8175.01 5902.63 8438.05 14419.4 12818.5 14867.1 25984.1 72732.9 81959.1 -8083.41 43813 80640.8 124693 -7139.23 -5913.23 798.39 -9859.82 5997.2 57661.8 -12442.6
internal_weight=0 230447 21298 209149 6263 202886 32691 27473 20491 5218 20174 16838 14254 7391 7178 6861 3207 492 465 2584 230 141 98 5112 6982 4031 2473 1266 333 933
internal_count=4318164 230447 21298 209149 6263 202886 32691 27473 20491 5218 20174 16838 14254 7391 7178 6861 3207 492 465 2584 230 141 98 5112 6982 4031 2473 1266 333 933
is_linear=0
shrinkage=0.1


Tree=1130
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 5 0 4 3 1 0 5 5 5 0 5 6 3 1 0 0 5 5 1 5 1 6 3 5 2
split_gain=4.95613e+12 3.00899e+13 9.11033e+13 1.64669e+14 5.92568e+14 1.52528e+14 1.41538e+14 1.37945e+14 1.36401e+14 1.58304e+14 1.29571e+14 1.46635e+14 1.48096e+14 1.07305e+14 1.03471e+14 1.0228e+14 1.39016e+14 1.8187e+14 1.12002e+14 1.0983e+14 9.70066e+13 9.62315e+13 9.58308e+13 1.10043e+14 9.69332e+13 9.5103e+13 2.43992e+14 1.96837e+14 1.47306e+14 1.33088e+14
threshold=10.500000000000002 30.410108300000001 30.332994000000003 59.916647550000008 59.950068600000009 86.02500000000002 60.003414000000006 1.5000000000000002 7.5000000000000009 30.362552800000003 59.863160500000006 84.030000000000015 54.710000000000008 57.705000000000005 60.063729500000008 34.010000000000012 1.5000000000000002 8.5000000000000018 30.362552800000003 59.932719750000011 59.939091550000008 53.385000000000012 69.015000000000015 30.362552800000003 76.00500000000001 30.346469350000003 1.5000000000000002 9.5000000000000018 45.005000000000003 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 7 25 13 22 -10 -4 12 -12 15 -8 -5 17 -17 -19 -18 -15 -21 23 -9 -24 29 -27 28 -28 -6
right_child=-2 -3 3 4 6 -7 14 8 9 -11 11 -13 -14 20 -16 16 19 18 -20 21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=121.28447185292899 -137.6038924784969 161.73617906908467 -8018.222397431321 -11810.628982184702 -21508.207253180251 -748.8720422455209 -2835.7953428359347 69594.017059687656 -1480.7701997139084 97008.230293654313 -19408.580805706064 32453.683503383585 -60734.179736469348 -107927.85133019648 -53856.516429742776 -112809.55694831969 31410.34128693779 -172843.09891826924 42730.311980868253 88500.869757564491 71578.364543269228 277962.95687500003 -22501.995270672644 16730.455431034719 33275.689157772729 -235184.33100198416 -15577.257950852085 63703.165022078814 -65041.832543257849 61481.74104031155
leaf_weight=105056 1629650 2548796 10890 841 1407 2523 6357 878 213 698 2325 355 1383 132 424 126 530 26 330 252 39 30 551 714 717 63 1065 184 1385 224
leaf_count=105056 1629650 2548796 10890 841 1407 2523 6357 878 213 698 2325 355 1383 132 424 126 530 26 330 252 39 30 551 714 717 63 1065 184 1385 224
internal_value=0 83.409 -1345.47 -5791.01 212.578 19919.8 -15043.7 28500.8 40282.6 73980.6 -13704.1 -28943.9 -34822.1 9234.18 -6026 15339.1 32984.3 -9557.93 26986.2 58237.2 -66987.8 108656 29548.7 45885.1 9037.91 -29172.4 -40700 -36048.3 -43539.9 -10110.4
internal_weight=0 2.68851e+06 139718 34662 19709 8600 11109 6077 3771 911 14953 4063 3708 2306 6781 2135 1294 482 356 812 171 282 2860 1592 1268 4328 2697 2634 2450 1631
internal_count=4318164 2688514 139718 34662 19709 8600 11109 6077 3771 911 14953 4063 3708 2306 6781 2135 1294 482 356 812 171 282 2860 1592 1268 4328 2697 2634 2450 1631
is_linear=0
shrinkage=0.1


Tree=1131
num_leaves=31
num_cat=0
split_feature=0 0 3 3 6 3 5 5 1 1 1 1 1 1 0 1 0 2 5 3 1 0 1 3 5 1 1 1 0 5
split_gain=4.724e+12 4.50993e+13 1.53256e+14 8.37619e+13 8.03096e+13 7.06946e+13 8.62801e+13 5.72876e+13 7.8279e+13 1.10822e+14 5.46445e+13 1.7813e+14 5.40702e+13 8.94159e+13 8.62575e+13 7.0177e+13 7.58621e+13 1.26809e+14 7.2223e+13 7.92641e+13 6.76248e+13 5.33555e+13 6.40687e+13 5.3136e+13 8.83806e+13 7.37506e+13 5.95587e+13 5.86116e+13 6.46733e+13 5.49037e+13
threshold=56.758269450000007 56.338501050000012 25.500000000000004 30.500000000000004 1.5000000000000002 17.500000000000004 118.33500000000002 69.610000000000014 37.098288800000006 37.214886200000009 36.546174950000008 34.359746700000009 38.781124500000011 44.005491150000005 56.367862600000002 37.533784800000006 56.367862600000002 3.5000000000000004 84.030000000000015 3.5000000000000004 37.516458750000005 56.367862600000002 43.94115175000001 8.5000000000000018 123.15000000000002 47.981192400000005 60.479177250000006 83.761389800000003 56.501468900000013 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 10 -6 -9 -10 11 -3 15 -14 -15 16 17 20 19 -17 -11 22 -12 25 26 -16 -25 29 -29 -27
right_child=-2 2 3 -5 7 -7 -8 8 9 12 21 -13 13 14 23 18 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=2.217729932986201 201.14481609565598 -73719.569775390628 191359.9914310516 6330.2068505859379 -258.57769862847607 18632.882365330348 -145558.23775510205 -81753.312224205292 57019.315122279309 -107896.6288189387 -23254.812023489179 278668.30961538461 14042.550119059371 -94273.159419371601 16775.509890054786 62289.300366485259 -57723.273315854283 114793.42632677802 -86068.428439839685 -41452.602866679779 51046.137143255743 -9368.6861547721674 -96340.085643774233 -28880.842776139238 -123108.97451774693 -18534.164986156735 1368.5167800029344 110069.62867135713 -2014.2828905415333 -85029.627583985231
leaf_weight=3318930 919083 32 63 40 61060 753 49 145 257 59 1709 26 1645 126 1285 89 115 116 288 427 49 7483 129 1674 81 943 1065 66 234 143
leaf_count=3318930 919083 32 63 40 61060 753 49 145 257 59 1709 26 1645 126 1285 89 115 116 288 427 49 7483 129 1674 81 943 1065 66 234 143
internal_value=0 -54.3879 -2398.34 119504 -2555.19 -10852.7 -13207.7 -1346.08 -8885.86 -7666.07 -12516.2 84247.4 -9643.96 -6461.92 -12466.9 -29860.9 8298.59 42193.7 -45950.5 -23559.1 -35783.7 -13118.4 -28384.3 -10589.7 -20163.4 -481.906 -17119 -16481.7 22644.2 -27290
internal_weight=0 3.39908e+06 80151 103 80048 10181 9428 69867 8807 8662 9379 58 8405 7262 5617 1143 339 224 804 516 108 9321 1838 5491 2820 2671 2739 1386 300 1086
internal_count=4318164 3399081 80151 103 80048 10181 9428 69867 8807 8662 9379 58 8405 7262 5617 1143 339 224 804 516 108 9321 1838 5491 2820 2671 2739 1386 300 1086
is_linear=0
shrinkage=0.1


Tree=1132
num_leaves=31
num_cat=0
split_feature=1 5 1 0 0 5 0 0 5 3 0 0 3 1 3 6 6 3 0 1 0 1 2 5 5 5 4 2 0 0
split_gain=4.57331e+12 2.56289e+13 5.04313e+13 1.05101e+14 2.24509e+14 1.24601e+14 1.40518e+14 1.11371e+14 1.13266e+14 1.00176e+14 1.22022e+14 1.15269e+14 9.79736e+13 2.04549e+14 1.00263e+14 1.00285e+14 9.86747e+13 9.53366e+13 1.81659e+14 2.89047e+14 4.23478e+14 1.70156e+14 1.35544e+14 1.31566e+14 1.29761e+14 1.17984e+14 9.7231e+13 9.56178e+13 1.2509e+14 2.05185e+14
threshold=30.305955500000003 36.305000000000007 30.160599000000001 59.916647550000008 59.853570100000006 55.005000000000003 59.904813200000007 59.755965500000009 78.710000000000022 5.5000000000000009 60.063729500000008 60.017447350000005 7.5000000000000009 30.278357500000002 6.5000000000000009 1.5000000000000002 1.5000000000000002 7.5000000000000009 59.950068600000009 30.278357500000002 59.990816400000007 30.259484550000003 6.5000000000000009 75.750000000000014 104.75000000000001 112.04500000000002 1.5000000000000002 3.5000000000000004 59.982527000000012 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4 -9 10 11 -5 14 -14 15 -8 -15 18 24 20 21 23 -21 -20 -11 -26 -23 -19 29 -29
right_child=-2 2 3 9 5 -7 12 8 -10 17 -12 -13 13 16 -16 -17 -18 27 19 22 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1979.8842248189023 21.02557455878598 1091.8158656942285 -50156.556981392001 13151.141502845148 -13943.046972911116 -31185.125808885852 188800.98327893708 44.226129680086643 36908.363853745155 -68839.361184163325 -28563.101996999427 67685.852253669553 -57097.603491639253 237524.94510030863 -95068.698198784725 7292.5727847030739 55380.244572805852 -9413.7508343833088 2452.0394358565168 -23082.386093019912 -12997.739988205507 313923.15025337838 -183212.30003749303 220098.46625744051 184877.37256401911 -15606.431166470127 126207.15662286931 8226.2722446286189 -1494.8905564768884 73239.580108983617
leaf_weight=33504 4145141 59900 403 4199 4616 4846 38 8956 919 871 635 427 57 81 72 153 47 10613 82 943 361 74 56 42 36 159 44 7509 32861 519
leaf_count=33504 4145141 59900 403 4199 4616 4846 38 8956 919 871 635 427 57 81 72 153 47 10613 82 943 361 74 56 42 36 159 44 7509 32861 519
internal_value=0 -503.713 -1100.12 -2749.19 -8983.03 -19722.6 -8753.56 1372.04 3474.92 -631.631 12542.5 18184.9 44716.7 100475 5495.27 43404.2 170644 -1911.1 -20343 942.489 55616 157970 -32058.6 76171 -52331.1 21406 243927 -956.26 1238.94 12429.3
internal_weight=0 173023 139519 79619 20188 9910 5064 10278 9875 59431 5261 4626 448 185 263 191 128 54170 2668 1602 603 242 999 124 1066 195 118 51502 40889 8028
internal_count=4318164 173023 139519 79619 20188 9910 5064 10278 9875 59431 5261 4626 448 185 263 191 128 54170 2668 1602 603 242 999 124 1066 195 118 51502 40889 8028
is_linear=0
shrinkage=0.1


Tree=1133
num_leaves=31
num_cat=0
split_feature=1 6 1 3 3 1 3 0 1 0 0 0 2 1 0 5 4 0 3 5 3 0 0 1 0 1 0 1 1 0
split_gain=4.64508e+12 4.80881e+13 5.2807e+13 9.96831e+13 1.24278e+14 1.75839e+14 2.08635e+14 1.77015e+14 1.27857e+14 1.12244e+14 1.94457e+14 1.078e+14 9.02044e+13 8.92234e+13 8.76846e+13 7.8013e+13 7.10628e+13 7.05429e+13 6.56414e+13 1.31517e+14 1.56189e+14 2.12539e+14 4.09502e+14 1.70788e+14 1.10271e+15 3.36468e+14 2.17958e+14 1.86098e+14 1.76345e+14 1.95243e+14
threshold=38.781124500000011 1.5000000000000002 38.096381250000007 16.500000000000004 8.5000000000000018 38.233559750000005 9.5000000000000018 56.281985950000006 38.151577750000008 55.784980300000008 55.74310830000001 55.993277250000013 5.5000000000000009 38.422276900000007 54.864040150000001 103.45000000000002 1.5000000000000002 54.864040150000001 17.500000000000004 55.005000000000003 16.500000000000004 55.56564190000001 55.657530000000008 37.620907050000007 55.777112100000004 37.712318250000003 55.946414150000003 37.642309100000013 37.342273500000012 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 15 6 8 13 11 10 -8 17 -9 -7 16 -4 -5 -6 19 -1 -21 -22 -23 24 28 27 -27 -25 -24 -30
right_child=-2 -3 3 14 5 7 9 12 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=106.99001332427109 -68.271734172589859 593.27940366535574 3426.0068705576969 -16198.092698242188 -9641.2869691910291 -41135.088370042547 -26233.070929827012 34311.568929036461 323327.85793457035 -16031.51015293962 237298.87255161829 -66778.760937500003 287522.65746783087 23122.227729619015 -11041.116333354727 -124841.09467474491 138550.64610445205 150288.37502734375 496.68658602013005 -3089.1178088935817 9792.727031711991 -73913.665317229752 -22128.301232751626 35219.668900332901 -10638.161873625701 -162.84570888120669 -70975.348766788433 186720.35367621528 -307691.79684436275 -150863.31832554992
leaf_weight=133083 3012745 861451 1468 50 31 314 56 24 32 236 56 30 34 693 2274 49 73 250 204484 86559 2888 1278 77 203 4530 4115 486 135 102 358
leaf_count=133083 3012745 861451 1468 50 31 314 56 24 32 236 56 30 34 693 2274 49 73 250 204484 86559 2888 1278 77 203 4530 4115 486 135 102 358
internal_value=0 157.563 -687.878 8900.9 20247.9 38359.4 77644.8 12870 132992 23092.7 105533 113408 182746 3085.69 -6592.91 -717.097 75644.7 132645 -811.922 -1956.38 -4682.44 -14414.1 -20609.5 -13801.3 -26699.9 -568.392 -7642.71 95730.3 -162193 -185638
internal_weight=0 1.30542e+06 443968 5670 3273 1756 691 1065 343 348 112 311 58 1007 2397 1517 123 281 438298 233814 100731 14172 11284 10006 5067 4939 4601 338 537 460
internal_count=4318164 1305419 443968 5670 3273 1756 691 1065 343 348 112 311 58 1007 2397 1517 123 281 438298 233814 100731 14172 11284 10006 5067 4939 4601 338 537 460
is_linear=0
shrinkage=0.1


Tree=1134
num_leaves=31
num_cat=0
split_feature=5 4 6 1 2 3 1 4 1 3 2 3 5 0 0 0 1 1 0 1 0 1 3 0 3 1 0 1 0 0
split_gain=4.54662e+12 5.09426e+13 8.97968e+13 6.2673e+13 4.57844e+13 4.5274e+13 7.17137e+13 5.81377e+13 5.45859e+13 4.99323e+13 4.54169e+13 7.87158e+13 5.37398e+13 4.2903e+13 7.67421e+13 8.62014e+13 9.39595e+13 6.06229e+13 7.31672e+13 6.27626e+13 5.52038e+13 9.47623e+13 7.50949e+13 8.46129e+13 7.32181e+13 6.09997e+13 8.66115e+13 1.33848e+14 2.11071e+14 1.66926e+14
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.91993380000001 24.500000000000004 4.5000000000000009 38.058342000000003 1.5000000000000002 20.507360500000004 5.5000000000000009 6.5000000000000009 8.5000000000000018 102.01000000000001 45.070824200000011 45.133160800000006 47.228519500000004 38.92948375000001 39.969502550000009 45.059881250000011 39.899261850000009 56.281985950000006 65.58467570000002 10.500000000000002 56.24640500000001 14.500000000000002 82.902675200000019 55.769960200000007 37.726745000000001 55.793358600000012 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -4 9 -7 12 -12 -11 17 -15 16 -16 18 19 -10 22 -22 23 -17 -24 26 -26 28 -28 -30
right_child=1 -3 5 4 -6 8 -8 -9 13 10 11 -13 -14 14 15 20 -18 -19 -20 -21 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-35.382488712279887 6454.0069121517117 692.74751897779288 28048.294485294122 -10655.334188936953 53509.403947010869 123693.57963169644 -6239.7795641550583 -46136.258097114529 360.40086664929936 -48997.091271306825 204615.06864583335 13666.296268770291 122212.20909090909 -41755.59372246368 -53085.459683964174 -1029.6550760856467 45547.031459783233 -11489.61802703286 33518.495973274599 55897.17780935279 1157.1862658870086 -36128.439733803229 -34630.674622881219 -109357.04567636987 -25890.356150249885 7384.986783515872 169459.45706250001 -25066.252497130656 -77995.913546913551 43384.011213790385
leaf_weight=3859289 13951 402288 119 3370 115 56 2241 941 5716 110 30 77 22 606 116 5875 577 2670 862 211 10094 731 1851 73 3393 1290 100 793 152 445
leaf_count=3859289 13951 402288 119 3370 115 56 2241 941 5716 110 30 77 22 606 116 5875 577 2670 862 211 10094 731 1851 73 3393 1290 100 793 152 445
internal_value=0 297.578 -2511.76 3457.5 -8537.99 -5170.18 -16376.8 -37808 -4138.3 38700.3 18785.5 67203.3 -20462.2 -4493.73 -6585.09 -5748.95 29037.1 1276.04 6296.55 2337.5 -6721.11 -1360.67 -10874.2 -2359.16 -17186.2 -11955.4 -17064.7 3032.83 35002.1 12479.9
internal_weight=0 458875 56587 17436 3485 39151 3301 1060 35850 295 239 107 132 35555 26096 25490 693 9459 6789 5927 24797 10825 13972 5948 8024 6173 4883 1490 697 597
internal_count=4318164 458875 56587 17436 3485 39151 3301 1060 35850 295 239 107 132 35555 26096 25490 693 9459 6789 5927 24797 10825 13972 5948 8024 6173 4883 1490 697 597
is_linear=0
shrinkage=0.1


Tree=1135
num_leaves=31
num_cat=0
split_feature=3 4 5 1 0 5 4 2 1 1 5 5 0 0 0 5 4 5 0 0 0 1 0 1 1 0 1 0 0 1
split_gain=4.58068e+12 1.88035e+13 2.34076e+13 3.06116e+13 2.05087e+13 2.41755e+13 3.84996e+13 1.79362e+13 1.76678e+13 2.66405e+13 1.71392e+13 2.87403e+13 4.52984e+13 2.78972e+13 5.14379e+13 2.23477e+13 1.60209e+13 2.33919e+13 2.2057e+13 6.36033e+13 2.42852e+13 5.38135e+13 2.34135e+13 2.71798e+13 6.5206e+13 3.65256e+13 4.62982e+13 2.39896e+13 2.70185e+13 2.99087e+13
threshold=2.5000000000000004 3.5000000000000004 225.45000000000002 65.480823400000006 44.226894250000008 142.05000000000004 4.5000000000000009 8.5000000000000018 46.037218400000008 39.925119750000007 161.85000000000002 142.05000000000004 51.83362145000001 54.864040150000001 55.212972300000011 225.45000000000002 1.5000000000000002 74.010000000000005 45.03656895000001 45.091904500000005 45.022371150000005 38.984911950000004 55.212972300000011 30.259484550000003 30.468306550000005 59.853570100000006 30.305955500000003 54.920670650000005 54.736324100000012 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 5 -3 -7 10 9 -4 11 16 -13 -12 -15 -16 -1 -18 20 -20 -19 -22 27 -24 25 -25 -27 28 29 -21
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 13 12 -14 14 15 -17 17 18 19 22 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1731.8965011368794 -16.887899058488419 -3870.2949582628385 24432.881042480469 -134001.43846153846 10745.657387385509 -163043.72905649038 12595.259635416667 92787.181826636908 67268.640198863635 -122617.28156960227 -3729.8468392721038 26482.183046874998 -124480.97532269021 187082.09550000002 93605.201426866333 -1841.1743252840909 1541.5584563973816 -11771.840771097726 49937.505276489261 94864.988162878784 -85673.922921374615 58390.4240530303 -75286.291586766107 186086.58733016305 -13430.787481631573 141924.98750000002 -46654.841152343753 23692.016028614904 -46388.863658829323 -1085.7932053453112
leaf_weight=27796 4205107 314 28 26 3625 26 24 21 22 22 164 35 46 25 36 77 74585 884 224 33 121 33 66 23 2109 23 30 421 131 2087
leaf_count=27796 4205107 314 28 26 3625 26 24 21 22 22 164 35 46 25 36 77 74585 884 224 33 121 33 66 23 2109 23 30 421 131 2087
internal_value=0 628.138 7287.33 -40995.8 8473.52 -14154.2 -78737 378.38 -7410.41 -40269.2 360.569 294.442 -59250 24150.2 57283.1 28566.5 338.867 1051.5 -4858.19 -2176.4 -18156 -54803 -4547.62 -12061.2 -10151.4 80850.3 35181.7 1782.15 -2315.61 407.78
internal_weight=0 113057 4087 98 3989 364 50 108970 72 50 108949 108647 81 302 138 113 108566 80770 6185 5147 1038 154 4923 2251 2185 76 53 2672 2251 2120
internal_count=4318164 113057 4087 98 3989 364 50 108970 72 50 108949 108647 81 302 138 113 108566 80770 6185 5147 1038 154 4923 2251 2185 76 53 2672 2251 2120
is_linear=0
shrinkage=0.1


Tree=1136
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 2 3 4 2 0 0 0 1 0 0 1 1 3 2 0 6 0 1 1 2 1 1 3 1 1
split_gain=4.57663e+12 9.15124e+12 2.16067e+13 1.77871e+13 6.13281e+13 3.31046e+13 5.67522e+13 3.84669e+13 3.96525e+13 2.70907e+13 2.50093e+13 2.48247e+13 8.53166e+13 7.94798e+13 2.45692e+13 3.85302e+13 4.47903e+13 2.36327e+13 2.83431e+13 4.43306e+13 3.67535e+13 6.38613e+13 2.40707e+13 5.83557e+13 3.71156e+13 2.29398e+13 7.75714e+13 7.29551e+13 6.75448e+13 5.95184e+13
threshold=225.45000000000002 3.5000000000000004 26.500000000000004 55.91302515000001 55.745923000000012 2.5000000000000004 4.5000000000000009 4.5000000000000009 9.5000000000000018 57.131524800000008 57.60800230000001 55.619594000000006 37.971176850000006 55.183525900000006 56.838612000000005 34.359746700000009 57.550671000000001 6.5000000000000009 2.5000000000000004 43.514103700000014 1.5000000000000002 43.592450450000008 82.907204800000002 39.080602550000002 3.5000000000000004 38.975980350000007 82.907204800000002 2.5000000000000004 38.233559750000005 42.09605220000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 14 10 8 9 -8 -7 13 -13 17 -5 -16 -17 18 19 -3 -20 -22 23 -23 -24 28 27 -27 -21 -29
right_child=1 2 -4 5 -6 6 7 -9 -10 -11 -12 12 -14 -15 15 16 -18 -19 20 25 21 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=-3.2359007284327852 8120.4531374120052 -116338.08570312499 -99767.401509232965 -136940.92807904413 118024.80288722827 139722.55504464285 -195626.05401785715 5451.0716602855964 29879.002038043476 -56520.010267857149 7185.6816080729177 -228011.38015625003 40461.764008620696 173283.75937500002 -148879.13274739584 98040.855245535728 -86113.000375000003 12038.717378061347 -167734.50046875002 65350.905436197914 103074.64103929925 2866.1298155737709 -72509.169957386373 -126296.80979420732 54021.341374362251 -25648.84321875 -1744.9002869897959 86817.509615384624 -167291.39447115385 316275.40562500001
leaf_weight=4313902 2036 30 22 34 46 35 28 151 23 28 24 20 29 27 21 28 25 853 20 24 33 61 44 82 49 25 392 26 26 20
leaf_count=4313902 2036 30 22 34 46 35 28 151 23 28 24 20 29 27 21 28 25 853 20 24 33 61 44 82 49 25 392 26 26 20
internal_value=0 3275.31 -1156.28 -171.961 4038.82 -19337.9 -1685.17 -24129.4 -80669.3 -126073 85809.3 1061.33 -69119.1 3070 -66575.3 -34245.2 11175.8 342.541 -11648.9 1816.29 -36948.4 -27224.5 -45444.3 -71199.3 -5842.56 8725.9 15675 111853 -55623.1 186582
internal_weight=0 4262 2226 2204 1807 397 289 230 79 56 59 1761 49 1712 108 74 53 1685 832 543 289 269 236 143 93 513 463 71 50 46
internal_count=4318164 4262 2226 2204 1807 397 289 230 79 56 59 1761 49 1712 108 74 53 1685 832 543 289 269 236 143 93 513 463 71 50 46
is_linear=0
shrinkage=0.1


Tree=1137
num_leaves=31
num_cat=0
split_feature=5 1 1 2 1 5 3 3 1 3 0 0 2 3 1 1 1 1 6 0 4 5 6 5 1 5 5 2 1 0
split_gain=4.43888e+12 2.14864e+13 6.11517e+13 6.13729e+13 5.35277e+13 7.0866e+13 4.97522e+13 7.28739e+13 4.92644e+13 2.96224e+13 4.14944e+13 7.30501e+13 9.98595e+13 4.22858e+13 1.09777e+14 7.4959e+13 4.76103e+13 5.00599e+13 7.84567e+13 4.42839e+13 4.6072e+13 5.6459e+13 4.28087e+13 3.8317e+13 6.69364e+13 3.70046e+13 6.6545e+13 6.80998e+13 4.97339e+13 3.66196e+13
threshold=100.05000000000001 82.966612450000014 82.973038550000012 23.500000000000004 82.961358250000018 103.45000000000002 19.500000000000004 9.5000000000000018 82.959896850000021 9.5000000000000018 53.340367100000002 53.242949050000007 4.5000000000000009 5.5000000000000009 83.140147550000009 83.663637000000008 92.815157350000007 92.896330950000007 1.5000000000000002 54.811549550000009 4.5000000000000009 114.05000000000001 1.5000000000000002 120.05000000000001 83.761389800000003 120.05000000000001 125.85000000000001 3.5000000000000004 86.192907650000009 54.484631300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 -6 7 -7 -2 10 11 -4 23 -12 19 29 22 18 -18 -15 -21 -22 -17 -13 -25 -11 28 -28 -27 -16
right_child=1 2 9 -5 5 6 -8 -9 -10 25 13 12 -14 14 15 16 17 -19 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=17.054220658077622 -313.09079568227298 -61220.938614463259 -4407.8120410257134 28042.470328282827 159464.78978794644 36121.811112882649 142864.81018145161 -78315.123556857638 -120704.29256663602 10299.616635614468 -3627.6935150580848 29663.634442138675 -9781.8205877130677 -99520.920774915547 211666.6953125 -134776.92656250001 -11315.050183354593 -18008.364090491985 116911.26170194893 -25233.049594099164 23063.173437500001 -153396.50224905304 -23747.192704808058 284659.25625000003 95849.534498355264 -98538.818225923693 -56917.434541192117 13572.336795315732 -11391.045674358043 47880.321211845934
leaf_weight=4199349 109432 347 968 99 42 245 31 72 34 2485 1897 32 110 185 20 37 98 232 93 358 25 66 565 28 57 133 166 786 129 43
leaf_count=4199349 109432 347 968 99 42 245 31 72 34 2485 1897 32 110 185 20 37 98 232 93 358 25 66 565 28 57 133 166 786 129 43
internal_value=0 -602.757 -5311.76 -41406.9 -218.728 36762.8 21953.9 10129.8 -350.484 -3420.72 -8591.52 7565.15 58621.7 -13926.5 -25271.9 -5997.97 -12505.3 13205.5 51119.8 -58347.6 -41383.1 -104919 -30571.3 122933 158046 3308.73 -11001.3 1281.05 -55630.2 99876
internal_weight=0 118815 8959 446 109856 390 348 317 109466 8513 4814 1195 227 3619 1722 1088 1025 423 191 634 449 91 602 117 85 3699 1214 952 262 63
internal_count=4318164 118815 8959 446 109856 390 348 317 109466 8513 4814 1195 227 3619 1722 1088 1025 423 191 634 449 91 602 117 85 3699 1214 952 262 63
is_linear=0
shrinkage=0.1


Tree=1138
num_leaves=31
num_cat=0
split_feature=4 5 5 3 1 5 0 0 2 0 5 1 5 5 1 0 1 0 0 0 5 1 5 5 1 0 1 0 1 5
split_gain=4.33564e+12 1.91381e+13 3.05902e+13 2.79056e+13 1.90921e+13 2.21938e+13 1.93441e+13 2.96583e+13 5.65031e+13 5.98541e+13 5.56588e+13 4.69391e+13 5.40343e+13 4.12341e+13 4.69249e+13 4.07129e+13 4.00587e+13 3.86915e+13 2.79662e+13 2.86391e+13 2.93764e+13 3.36957e+13 2.72567e+13 5.52259e+13 3.59791e+13 3.59108e+13 6.25253e+13 3.4192e+13 2.67026e+13 2.66747e+13
threshold=1.0000000180025095e-35 42.895000000000003 55.405000000000008 29.500000000000004 86.067573200000012 73.995000000000019 61.674413550000004 59.863160500000006 4.5000000000000009 59.932719750000011 79.730000000000018 37.214886200000009 120.05000000000001 61.405000000000008 30.315880100000005 44.732363600000006 30.332994000000003 59.963407450000012 56.831297550000009 55.078308950000007 84.030000000000015 38.911476500000006 56.205000000000005 58.005000000000003 82.973038550000012 54.864040150000001 83.140147550000009 55.017766000000002 39.003296000000006 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 11 9 16 -11 12 15 -10 -15 -4 -9 -12 19 20 22 -22 -13 27 -25 -26 -27 -24 -23 -20
right_child=-2 2 4 -5 5 -7 -8 8 13 10 17 18 -14 14 -16 -17 -18 -19 29 -21 21 28 23 24 25 26 -28 -29 -30 -31
leaf_value=15.6516844985512 -24.536370334884971 8192.8793439678175 138530.9269252232 -76594.583603766034 1086.3575653076173 49853.805701535253 96671.98661644345 -78135.616619318185 -95000.19462425595 -127889.00484878079 130368.45400390626 -6830.465003678808 165940.41181640627 146509.41213235294 -26644.99603987069 8907.7651335313585 -268968.08529829548 -51135.892450747284 24751.316735320397 -10488.059901825329 -105029.38098214286 103404.22375710227 15714.507358186143 7841.0611384616996 -40768.694286661412 -187.5262542617005 139766.29077148438 65361.274552143906 -7117.9096737459886 141128.77726384945
leaf_weight=203953 4073891 8295 28 39 204 172 21 22 21 33 24 2851 32 34 29 180 22 23 188 2269 35 22 391 8410 218 13046 32 215 3442 22
leaf_count=203953 4073891 8295 28 39 204 172 21 22 21 33 24 2851 32 34 29 180 22 23 188 2269 35 22 391 8410 218 13046 32 215 3442 22
internal_value=0 409.208 2399.96 7796.11 993.983 23394.9 727.525 663.742 -36972.5 -79870.2 -28345.2 913.204 44968.2 26352.5 66803.4 26357 -173552 41547.2 573.677 326.753 1182.9 -7402.4 2376.71 3553.19 2721.91 -516.059 154.921 33328.5 -6415.98 36943.2
internal_weight=0 244273 40320 8334 31986 376 31610 31589 208 124 80 31381 240 84 63 208 44 47 31141 30931 28662 3499 25163 22312 21706 13296 13078 606 3464 210
internal_count=4318164 244273 40320 8334 31986 376 31610 31589 208 124 80 31381 240 84 63 208 44 47 31141 30931 28662 3499 25163 22312 21706 13296 13078 606 3464 210
is_linear=0
shrinkage=0.1


Tree=1139
num_leaves=31
num_cat=0
split_feature=0 5 0 1 0 3 1 1 3 3 3 3 3 2 6 1 3 1 2 1 5 3 0 3 4 5 5 1 1 5
split_gain=4.34126e+12 1.84272e+13 4.02262e+13 7.62737e+13 6.01871e+13 1.22917e+14 1.12279e+14 2.68529e+14 1.51195e+14 4.35309e+14 6.9339e+13 6.33599e+13 6.07297e+13 4.9033e+13 7.20242e+13 9.61446e+13 7.14988e+13 6.88821e+13 6.27738e+13 4.83358e+13 4.83074e+13 7.02403e+13 5.68349e+13 4.63851e+13 8.60447e+13 1.15872e+14 3.24374e+14 1.11392e+14 1.22398e+14 5.70472e+13
threshold=44.982728700000003 55.405000000000008 44.732363600000006 37.737121850000008 44.893607100000004 8.5000000000000018 37.275078000000001 37.314272700000011 15.500000000000002 13.500000000000002 10.500000000000002 11.500000000000002 12.500000000000002 4.5000000000000009 1.5000000000000002 39.925119750000007 16.500000000000004 45.148007750000012 16.500000000000004 39.143775600000005 95.020000000000024 15.500000000000002 44.678200800000006 22.500000000000004 1.5000000000000002 64.805000000000021 63.855000000000011 39.080602550000002 39.718803500000007 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 10 -6 -7 8 9 -8 -4 -12 -9 16 15 18 -3 23 19 20 -15 -22 -23 29 -25 26 -26 -27 -29 -16
right_child=-2 2 3 -5 5 6 7 12 -10 -11 11 -13 -14 14 17 -17 -18 -19 -20 -21 21 22 -24 24 25 27 -28 28 -30 -31
leaf_value=304.79761737439543 23.806927477206383 1159.8492408242298 507.06798907640615 -18127.63957697172 -12198.182036774946 -25912.513754695567 101634.4102327474 40871.438661433785 15353.325792572465 498112.62673611112 -72864.324801147464 -14686.268482878042 -2125.2582186222839 1483.1832483653816 -10383.215507279221 -1856.8636883389443 32074.424499223365 4348.3656546511274 80433.030293750766 38915.648189158259 137902.76647727273 -130671.30589192708 59883.710954861112 102327.71571584302 -21064.818534608647 -114909.13543814432 -331731.92994260206 120553.61146537164 -22856.773281378497 3753.2372430674604
leaf_weight=138729 4087717 41075 5101 3965 1498 339 120 690 69 36 200 2924 627 1385 15991 6779 762 5012 168 693 66 24 45 43 107 97 49 74 304 3475
leaf_count=138729 4087717 41075 5101 3965 1498 339 120 690 69 36 200 2924 627 1385 15991 6779 762 5012 168 693 66 24 45 43 107 97 49 74 304 3475
internal_value=0 -422.292 -1522.06 -6153.64 -2062.21 9174.05 26194.6 37650 138611 193129 -6678.29 -18410.9 20401.5 -575.113 -3377.12 4214.85 1722.91 -6142.01 21501.8 17028 7048.98 64149.9 -6396.29 -8752.63 -34543.6 -43870.8 -118646 -19313 5218.28 -7859.63
internal_weight=0 230447 91718 15569 11604 3379 1881 1542 225 156 8225 3124 1317 76149 34312 9160 41837 25152 2381 2213 1520 135 69 20140 674 631 156 475 378 19466
internal_count=4318164 230447 91718 15569 11604 3379 1881 1542 225 156 8225 3124 1317 76149 34312 9160 41837 25152 2381 2213 1520 135 69 20140 674 631 156 475 378 19466
is_linear=0
shrinkage=0.1


Tree=1140
num_leaves=31
num_cat=0
split_feature=0 1 5 5 6 2 2 1 1 5 3 2 3 5 2 3 3 1 2 3 3 1 2 3 3 1 5 4 1 3
split_gain=4.23707e+12 4.87614e+13 1.05595e+14 1.41597e+14 1.5454e+14 1.012e+14 8.60861e+13 8.29354e+13 9.34714e+13 1.28339e+14 8.34548e+13 7.60527e+13 1.11942e+14 1.15775e+14 1.08533e+14 9.53396e+13 1.25521e+14 1.34533e+14 1.14337e+14 2.87045e+14 9.15934e+13 7.3333e+13 7.03877e+13 6.46469e+13 9.5992e+13 1.1403e+14 9.54726e+13 1.48434e+14 1.53895e+14 3.05717e+14
threshold=44.580511600000001 39.925119750000007 33.805000000000007 66.040000000000006 1.5000000000000002 1.5000000000000002 10.500000000000002 39.630124250000001 39.694727950000008 83.010000000000005 15.500000000000002 11.500000000000002 14.500000000000002 48.035000000000004 19.500000000000004 14.500000000000002 12.500000000000002 39.787929450000007 10.500000000000002 13.500000000000002 12.500000000000002 38.058342000000003 13.500000000000002 6.5000000000000009 4.5000000000000009 39.739656000000004 90.015000000000015 2.5000000000000004 38.096381250000007 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 6 7 -5 -6 9 -9 -10 15 20 -14 21 16 -4 18 -18 -20 -13 -15 -8 24 25 -7 27 28 29 -25
right_child=-2 -3 3 4 5 23 22 8 10 -11 -12 12 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=5405.640512848976 18.626498317202081 1005.0003562951923 -8827.4256764947022 26483.843317089661 -3574.9289547130547 25886.483062285733 167229.68385799634 360423.46505681821 32426.69226216865 29256.813281250001 218340.61165625002 -2009.7154036458335 -28448.950587693194 196857.29531250001 170826.749828125 -27090.416488253904 50294.066186348675 -53106.708822807588 111564.38487215909 -202262.92203251008 97523.090872078421 10910.78664972855 45077.089080925711 25928.823910230032 -23109.477407508064 -34768.874891449603 21343.146546779612 -24780.982011991382 -2262.2131318832903 231481.97494673298
leaf_weight=12766 4170694 86259 29951 1056 535 1066 85 22 706 25 25 150 737 22 50 2714 908 191 55 62 241 590 106 407 2784 437 2068 1941 1423 88
leaf_count=12766 4170694 86259 29951 1056 535 1066 85 22 706 25 25 150 737 22 50 2714 908 191 55 62 241 590 106 407 2784 437 2068 1941 1423 88
internal_value=0 -526.788 -2685.4 -4817.51 4216.83 599.13 37658.1 26732.6 47573.9 184271 38784.9 -8052.76 12035.9 -1184.64 29168.5 -9114.08 -7548.72 23946.9 38305.1 -54737.3 59339.1 17595.1 99438.2 -2760.3 -12114.7 8250.83 4005.75 -5285.2 14444.4 62471.6
internal_weight=0 147470 61211 48445 12774 11527 1247 1313 778 47 731 35671 1790 1399 662 33881 31167 1216 1025 117 391 612 191 10214 4287 1503 5927 3859 1918 495
internal_count=4318164 147470 61211 48445 12774 11527 1247 1313 778 47 731 35671 1790 1399 662 33881 31167 1216 1025 117 391 612 191 10214 4287 1503 5927 3859 1918 495
is_linear=0
shrinkage=0.1


Tree=1141
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 3 0 0 1 0 0 0 3 1 1 0 0 1 5 0 0 1 5 3 4 0 0 5 0 3
split_gain=4.72878e+12 2.39754e+13 1.22722e+14 2.46427e+14 2.28871e+14 1.09421e+14 8.34958e+13 7.95967e+13 2.28123e+14 8.88782e+13 7.96215e+13 8.09396e+13 1.20858e+14 7.52222e+13 7.36466e+13 7.88835e+13 2.19577e+14 2.15829e+14 1.57935e+14 1.01912e+14 9.6048e+13 7.72532e+13 8.38727e+13 8.69756e+13 7.53635e+13 7.42409e+13 8.14763e+13 7.35002e+13 7.34791e+13 1.02576e+14
threshold=88.015000000000015 37.832345550000007 37.737121850000008 55.924336300000007 55.628356700000005 29.500000000000004 55.87722990000001 55.535913550000011 37.752451500000006 55.388132500000005 44.732363600000006 44.678200800000006 5.5000000000000009 37.777459000000007 37.998366300000008 55.755036050000008 55.708120100000009 37.914142000000005 123.15000000000002 55.734663800000007 55.784980300000008 37.944765900000007 92.035000000000011 20.500000000000004 2.5000000000000004 55.834684950000003 55.806974650000008 100.05000000000001 55.777112100000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 28 9 -9 10 11 12 -4 -13 15 16 24 19 20 -18 -17 22 25 -24 -3 26 -22 -10 -6 -30
right_child=1 14 3 -5 5 -7 -8 8 27 -11 -12 13 -14 -15 -16 18 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=24.91488154144875 117.0859714707201 -76168.207209529442 56661.040145596598 -105483.76734706905 66396.48997418517 -12754.369810655382 18221.360636552799 95048.028919491524 -206875.00401327058 69038.018070494451 -87637.005413126215 -6510.3492718490907 -44537.371911983682 51563.645093269661 -705.014826306175 -87805.51675088465 281110.87642045453 -11785.032194839769 42624.478399234969 105704.85402576959 -21348.262721174855 13038.319429007395 -78443.119968329542 -4034.5185723198783 -7793.7072561780988 31824.831243870067 -254902.71562500001 -33862.191490709462 247857.26430921053 79148.124642819777
leaf_weight=4086520 62321 172 154 153 861 216 306 59 73 212 97 408 505 492 160466 328 44 157 274 134 59 350 576 216 2568 231 20 37 57 98
leaf_count=4086520 62321 172 154 153 861 216 306 59 73 212 97 408 505 492 160466 328 44 157 274 134 59 350 576 216 2568 231 20 37 57 98
internal_value=0 -439.533 1171.35 18795.4 24114.2 53233.1 64014.7 2128.54 -63591.4 8074.3 269.764 5739.27 -20888.6 25236.8 -1082.05 -12877.9 -2742.14 73680.8 -28051.8 149064 -38931.2 -27890.7 -40890 -58149.9 -12085.8 3206.24 -80476 -148680 77806.8 141190
internal_weight=0 231644 66049 3728 3575 1538 1322 2037 169 1868 1656 1559 659 900 165595 5129 3075 335 2054 178 1780 1452 1102 792 2740 310 79 110 1016 155
internal_count=4318164 231644 66049 3728 3575 1538 1322 2037 169 1868 1656 1559 659 900 165595 5129 3075 335 2054 178 1780 1452 1102 792 2740 310 79 110 1016 155
is_linear=0
shrinkage=0.1


Tree=1142
num_leaves=31
num_cat=0
split_feature=0 0 0 5 1 1 4 5 3 1 5 5 5 1 3 1 5 3 1 1 3 5 1 3 2 5 5 0 1 1
split_gain=4.56495e+12 9.13269e+13 1.08088e+14 1.18518e+14 1.21896e+14 9.85231e+13 8.87808e+13 8.38056e+13 7.75403e+13 1.06651e+14 9.06645e+13 5.59692e+13 5.44615e+13 5.2011e+13 5.07581e+13 5.73285e+13 5.48466e+13 5.93566e+13 5.68728e+13 9.99032e+13 4.98373e+13 7.08258e+13 4.97729e+13 5.84856e+13 4.54584e+13 1.05806e+14 1.12231e+14 4.32426e+13 7.9006e+13 4.30576e+13
threshold=50.973130900000008 51.636650050000007 51.67657710000001 68.52500000000002 39.262370300000008 37.869926150000005 1.5000000000000002 63.455000000000005 10.500000000000002 39.188277450000008 104.75000000000001 112.04500000000002 112.04500000000002 39.143775600000005 2.5000000000000004 39.188277450000008 89.00500000000001 15.500000000000002 41.950906500000009 43.048525950000005 8.5000000000000018 118.33500000000002 39.143775600000005 10.500000000000002 1.5000000000000002 150.04500000000004 125.85000000000001 50.565831500000009 37.098288800000006 37.914142000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 5 3 13 6 7 12 -2 9 -8 -11 -9 -5 -3 -7 22 17 18 -17 -20 -12 -22 23 29 -10 26 -26 -1 -29 -16
right_child=1 2 -4 4 -6 14 8 11 24 10 20 -13 -14 -15 15 16 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=106.05928861219721 -10253.714498211386 -17759.624337793291 -39.820184934075236 123612.47172814851 -66880.378250369511 17632.142415765265 361.11298046523723 -33952.098434312516 -63460.040022557223 54563.281944718387 95461.466704477163 -139615.78164062501 -49676.05357142858 5075.9103487982338 1369.8853898325015 -18389.778684708785 -38075.014824457154 6010.4196763813788 27249.270058302525 -8126.3074523359801 124896.89546223958 358140.25271739135 31409.385414902485 -14855.371129841367 17240.638108170606 195571.80492424243 -199846.49140625002 6919.8526708478012 -21892.487184378282 22023.336713780551
leaf_weight=825780 4746 1095 3426285 133 148 1178 278 1394 71 406 65 52 21 11191 5175 4354 553 3248 897 7256 30 23 572 1832 3084 33 24 15974 1012 1254
leaf_count=825780 4746 1095 3426285 133 148 1178 278 1394 71 406 65 52 21 11191 5175 4354 553 3248 897 7256 30 23 572 1832 3084 33 24 15974 1012 1254
internal_value=0 -50.6314 -0.817449 8048.48 22303.8 -5325.88 25470.6 -16675.3 22611.9 50426.7 76988.2 -37751.9 99982.2 3040.67 -2655.74 -3606.34 -7120.72 -6034.22 -9162.15 -4234.26 154145 226116 2882.1 906.837 15666.9 17455.5 15564.3 208.794 5203.26 5398.42
internal_weight=0 3.4754e+06 3.44289e+06 16602 4316 32511 4168 6192 4014 802 524 1446 154 12286 26319 25141 16308 15755 12507 8153 118 53 8833 8261 3212 3141 3108 842766 16986 6429
internal_count=4318164 3475398 3442887 16602 4316 32511 4168 6192 4014 802 524 1446 154 12286 26319 25141 16308 15755 12507 8153 118 53 8833 8261 3212 3141 3108 842766 16986 6429
is_linear=0
shrinkage=0.1


Tree=1143
num_leaves=31
num_cat=0
split_feature=3 1 3 5 5 0 5 0 0 1 3 2 0 1 1 5 1 0 0 0 3 3 0 3 5 4 1 0 0 0
split_gain=4.21669e+12 2.65276e+13 6.46839e+13 5.93979e+13 7.19842e+13 7.96296e+13 1.1865e+14 6.4917e+13 7.029e+13 6.29381e+13 8.95451e+13 6.92604e+13 7.98699e+13 5.96815e+13 8.79074e+13 1.24865e+14 5.79894e+13 1.20561e+14 1.06579e+14 1.25093e+14 1.90222e+14 1.03278e+14 9.74791e+13 8.49807e+13 8.90252e+13 8.33054e+13 8.28066e+13 9.72412e+13 2.00487e+14 1.08212e+14
threshold=10.500000000000002 37.944765900000007 14.500000000000002 91.050000000000011 74.610000000000014 43.592450450000008 44.905000000000008 57.147575200000006 57.131524800000008 38.096381250000007 11.500000000000002 5.5000000000000009 55.885524800000006 44.005491150000005 44.083877800000003 98.020000000000024 38.233559750000005 55.576287050000012 55.619594000000006 55.601678500000013 18.500000000000004 15.500000000000002 44.893607100000004 24.500000000000004 78.010000000000005 2.5000000000000004 38.633372000000001 55.183525900000006 54.194619400000008 55.851332700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 10 -5 -12 -13 -11 15 -15 17 22 19 -19 -21 -20 -4 24 25 -23 27 28 -18 -29
right_child=1 2 16 7 -6 -7 -8 -9 -10 13 11 12 -14 14 -16 -17 26 18 21 20 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=76.935547892065784 343.75651880624599 30271.733466090765 -19912.719838139063 -55745.540041503904 -8617.8628137094584 -2585.7343276662286 94.487618852907474 29380.316960639462 -42825.793845078821 -8064.1497308693015 2791.8323311941967 171992.8557816486 -3989.9496093750004 323433.36369047622 5683.1091909937131 23576.191272865854 28634.97336690512 -3981.6813370870441 -39371.844384235243 -17775.772184824218 -76945.226088828771 -3367.9182953841737 32035.602434465931 18064.299527960953 -26991.329463623868 20288.37166877852 26.315068108800023 2719.2667159256857 338082.08794642863 42220.052252848312
leaf_weight=2688514 690245 1844 472 60 19011 125385 4440 924 341 4008 70 98 35 21 9606 41 83 3437 748 2263 715 22514 1539 2014 1490 1594 732701 3023 28 900
leaf_count=2688514 690245 1844 472 60 19011 125385 4440 924 341 4008 70 98 35 21 9606 41 83 3437 748 2263 715 22514 1539 2014 1490 1594 732701 3023 28 900
internal_value=0 -126.924 -472.766 -2264.63 -2865.71 -2035.19 8949.81 3692.43 2030.27 3127.62 51583.1 83305.8 125682 2195.79 6449.18 125141 -88.4945 -3963.32 -5340.01 -16980.1 -31982 -2707.03 19842.9 -1713.79 -3269.89 -1803.78 104.98 14393 106694 11781.4
internal_weight=0 1.62965e+06 939405 165884 150680 131669 6284 15204 14280 13939 263 203 133 13676 9668 62 773521 36786 34775 6415 2978 28360 2011 27612 25598 24108 736735 4034 111 3923
internal_count=4318164 1629650 939405 165884 150680 131669 6284 15204 14280 13939 263 203 133 13676 9668 62 773521 36786 34775 6415 2978 28360 2011 27612 25598 24108 736735 4034 111 3923
is_linear=0
shrinkage=0.1


Tree=1144
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 5 1 1 2 0 5 3 0 1 0 1 3 3 1 0 2 2 3 0 0 5 5 5 1 0
split_gain=4.58466e+12 1.99829e+13 8.45369e+13 5.88048e+13 1.12319e+14 1.17446e+14 1.09851e+14 1.06078e+14 1.02301e+14 8.27436e+13 6.79008e+13 6.36151e+13 6.14877e+13 5.85258e+13 5.72804e+13 5.56355e+13 4.93703e+13 6.22373e+13 4.89124e+13 6.78406e+13 5.44324e+13 8.81265e+13 4.78713e+13 6.11251e+13 1.29639e+14 1.239e+14 1.00238e+14 9.00339e+13 8.5518e+13 8.51271e+13
threshold=100.05000000000001 109.05000000000001 30.226173900000003 59.939091550000008 60.052595500000002 104.75000000000001 30.259484550000003 30.259484550000003 18.500000000000004 60.017447350000005 105.35000000000001 10.500000000000002 59.932719750000011 30.278357500000002 59.950068600000009 30.259484550000003 21.500000000000004 24.500000000000004 30.305955500000003 59.950068600000009 3.5000000000000004 4.5000000000000009 24.500000000000004 54.725565150000001 59.820733200000006 107.05000000000001 107.05000000000001 107.05000000000001 20.507360500000004 59.853570100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 7 5 9 14 -4 10 11 -8 13 -9 15 -7 -5 -14 -18 20 -20 -13 -22 23 27 25 -25 29 -2 -29 -26
right_child=1 -3 3 4 -6 6 8 12 -10 -11 -12 18 16 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=17.331991267163065 67476.740723997689 294.58084430054089 105487.25404790521 17000.58891647627 25082.40061940287 32760.537011718752 -106509.08041888299 -3025.4775454126066 101150.19483173078 -47704.161001398541 -29795.583962536912 -41519.095601851855 21957.12628721703 11958.651683682529 -130648.38063312192 -111883.30660628434 195330.99968750001 -17262.885193452381 -135847.99062500001 36517.81828877217 275083.76064814813 71267.373293481694 94250.822761051837 -23110.445606009285 78517.926167149708 -193010.83962928923 86432.585957763673 -148631.07240853659 83208.489152644237 -14485.9598335634
leaf_weight=4199349 364 79779 91 53 499 24 141 34315 52 324 635 27 254 330 202 91 40 21 27 148 27 99 82 271 124 51 200 41 26 477
leaf_count=4199349 364 79779 91 53 499 24 141 34315 52 324 635 27 254 330 202 91 40 21 27 148 27 99 82 271 124 51 200 41 26 477
internal_value=0 -612.575 -2466.56 -3439.85 -17715 -27511.3 -51501.8 -2338.41 -34635.5 -5054.78 -43734.5 12175.1 -2621.76 -11253.2 -113295 -64446.9 41358.2 122143 46031.9 9924.24 87331.5 114942 19783.7 15854.3 3567.63 -50020.1 25109.8 47867.9 -58663.5 4702.86
internal_weight=0 118815 39036 37400 2679 2180 1054 34721 828 1126 776 802 34630 474 226 144 315 61 328 175 153 126 1636 1554 1123 322 801 431 67 601
internal_count=4318164 118815 39036 37400 2679 2180 1054 34721 828 1126 776 802 34630 474 226 144 315 61 328 175 153 126 1636 1554 1123 322 801 431 67 601
is_linear=0
shrinkage=0.1


Tree=1145
num_leaves=31
num_cat=0
split_feature=5 4 6 1 5 0 3 5 3 3 1 4 1 3 4 1 0 3 5 1 5 3 0 5 3 0 3 1 1 5
split_gain=4.69764e+12 4.38766e+13 7.19607e+13 4.61669e+13 4.3788e+13 5.84742e+13 8.18187e+13 5.76886e+13 6.15993e+13 5.32359e+13 6.29588e+13 5.22634e+13 4.34018e+13 7.06329e+13 4.17272e+13 4.14586e+13 4.09529e+13 3.97896e+13 3.92542e+13 5.17625e+13 9.33345e+13 1.29023e+14 8.33081e+13 9.98228e+13 6.31904e+13 5.82432e+13 5.4901e+13 3.93175e+13 1.50511e+14 9.06763e+13
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 82.91993380000001 78.710000000000022 59.939091550000008 8.5000000000000018 79.010000000000005 8.5000000000000018 4.5000000000000009 38.058342000000003 1.5000000000000002 36.761894450000007 5.5000000000000009 1.5000000000000002 20.507360500000004 44.874285750000006 5.5000000000000009 74.610000000000014 20.507360500000004 76.00500000000001 6.5000000000000009 54.725565150000001 75.750000000000014 9.5000000000000018 54.725565150000001 8.5000000000000018 30.434657650000002 30.346469350000003 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 -2 5 14 -7 8 12 10 11 -9 13 -6 -4 17 -14 -11 -1 20 21 22 23 -20 -22 -26 -23 28 -21 -30
right_child=1 -3 4 -5 7 6 -8 9 -10 15 -12 -13 16 -15 -16 -17 -18 -19 19 27 24 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=15.257044666217164 5610.7119002769541 669.22084995076341 117471.3832589279 -7256.5086431525742 -7443.6090621014027 -6400.1230887276788 233254.51039870689 25835.388020833336 -34506.215003255209 111299.02622767858 -7203.8766714811209 -46187.636127405931 55272.752823795185 174222.30694901317 5813.3118655854269 -3491.394121650816 -24483.24281460965 16086.878429995382 190753.49351380815 -948.10008188305756 -47612.626337420625 -90930.282369087843 286923.92656250001 -54574.919675925921 85143.031235397211 -11563.922184354029 47250.786173691864 -1577.4304793037204 -22552.031013088683 -79211.242404792531
leaf_weight=3762241 13951 402288 35 3485 49 28 29 114 1260 56 2131 867 83 38 765 33206 287 203 43 6603 187 37 34 27 107 149 129 87475 1926 331
leaf_count=3762241 13951 402288 35 3485 49 28 29 114 1260 56 2131 867 83 38 765 33206 287 203 43 6603 187 37 34 27 107 149 129 87475 1926 331
internal_value=0 302.48 -2304.75 3038.89 -4684.56 17670.8 115529 -5184.86 -23099.1 -4343.93 -16854.4 -37818 8351.55 71904.7 10698.4 -3180.54 -6592.03 36673.3 -35.9653 -2021.69 24823.2 71167.5 158503 96126.8 -3422.76 28856.6 16451.4 -2220.38 -8568.22 -30861.4
internal_weight=0 458875 56587 17436 39151 857 57 38294 1717 36577 3112 981 457 87 800 33465 370 259 3.85929e+06 97048 713 270 104 70 443 256 166 96335 8860 2257
internal_count=4318164 458875 56587 17436 39151 857 57 38294 1717 36577 3112 981 457 87 800 33465 370 259 3859289 97048 713 270 104 70 443 256 166 96335 8860 2257
is_linear=0
shrinkage=0.1


Tree=1146
num_leaves=31
num_cat=0
split_feature=1 5 5 4 6 0 1 5 3 0 0 1 0 3 1 1 2 3 1 1 0 0 0 3 1 3 3 0 5 0
split_gain=4.73853e+12 2.48984e+13 1.41208e+14 5.24662e+13 1.82434e+14 9.04243e+13 1.25063e+14 7.51833e+13 8.64811e+13 8.64255e+13 8.54508e+13 8.20202e+13 7.33169e+13 1.07007e+14 7.13047e+13 8.79524e+13 6.46563e+13 6.12197e+13 5.92553e+13 5.17651e+13 5.1134e+13 4.62548e+13 9.1982e+13 1.04199e+14 1.02443e+14 1.93569e+14 1.2374e+14 1.10999e+14 8.01353e+13 8.31889e+13
threshold=30.305955500000003 71.715000000000018 74.610000000000014 2.5000000000000004 1.5000000000000002 57.692655200000004 28.619594500000002 57.705000000000005 18.500000000000004 59.932719750000011 59.916647550000008 30.278357500000002 60.017447350000005 5.5000000000000009 30.259484550000003 30.102666750000001 1.5000000000000002 5.5000000000000009 30.278357500000002 30.278357500000002 60.017447350000005 59.916647550000008 59.863160500000006 6.5000000000000009 30.278357500000002 7.5000000000000009 22.500000000000004 59.904813200000007 40.405000000000008 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 21 -5 -6 16 11 9 10 -9 20 13 19 15 -15 -7 -14 -12 -11 -8 22 -1 -24 26 -26 28 -27 -25 -30
right_child=-2 2 -4 4 5 6 7 8 -10 12 18 -13 17 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-1099.6295209850166 21.402021001147595 -20068.263477901088 -544.01321540530921 40678.145481653628 -27106.396359792954 -12016.675844694439 17108.512500426004 880.72993236709954 66986.108819543078 -21166.273108411817 -21941.878776041667 -21645.161469326802 -28678.486601837591 -169817.68296875001 -69343.945522409209 -18197.450531332212 61725.323507522749 24647.754410412108 118409.59171580189 60582.319951467798 62044.874572753906 1390.3195265866104 2566.6109374323419 -18574.37974515837 -99706.138516898791 -30793.841613328314 15163.794266601562 106179.40196782086 -41001.069065272808 -104081.59746577997
leaf_weight=55738 4145141 4212 30735 1373 972 152 2210 3243 165 146 42 513 355 40 590 879 546 547 106 165 286 63135 2571 1568 92 83 575 206 1536 242
leaf_count=55738 4145141 4212 30735 1373 972 152 2210 3243 165 146 42 513 355 40 590 879 546 547 106 165 286 63135 2571 1568 92 83 575 206 1536 242
internal_value=0 -512.732 -2897.18 90.7717 6315.87 2010 4844.37 1776.2 -4452.88 -6381.13 4271.92 14772.6 -19652.4 -31206.3 -42214.2 -24796.8 45666.9 3660.15 78580.1 22205.2 22257.5 -519.629 -2445.56 -13360.7 -22879.3 26624.9 -27689.6 66841.1 -35053.8 -49586.8
internal_weight=0 173023 34947 138076 12330 10957 9985 9287 6278 6113 3391 3009 2722 1820 1509 919 698 902 148 311 2496 125746 62611 6873 4302 381 3921 289 3346 1778
internal_count=4318164 173023 34947 138076 12330 10957 9985 9287 6278 6113 3391 3009 2722 1820 1509 919 698 902 148 311 2496 125746 62611 6873 4302 381 3921 289 3346 1778
is_linear=0
shrinkage=0.1


Tree=1147
num_leaves=31
num_cat=0
split_feature=5 6 0 0 0 3 1 1 5 1 5 4 0 3 2 2 3 0 1 0 0 1 1 0 0 3 3 0 5 2
split_gain=4.55854e+12 2.60381e+13 4.83622e+13 1.10981e+14 9.22563e+13 1.29281e+14 1.90079e+14 1.28441e+14 7.39471e+13 6.62333e+13 6.54247e+13 7.35838e+13 6.11868e+13 7.81842e+13 7.80637e+13 6.38391e+13 5.98559e+13 5.72003e+13 1.77025e+14 1.35265e+14 1.23009e+14 1.06652e+14 1.02081e+14 1.69457e+14 2.20034e+14 1.57287e+14 1.43086e+14 1.30843e+14 9.77249e+13 9.25803e+13
threshold=88.015000000000015 1.5000000000000002 59.904813200000007 59.939091550000008 57.581016350000006 21.500000000000004 39.969502550000009 30.451272450000005 89.00500000000001 30.243224600000001 94.040000000000006 2.5000000000000004 55.86787755000001 8.5000000000000018 3.5000000000000004 23.500000000000004 3.5000000000000004 55.061033200000004 37.328003200000005 55.050600750000008 55.160271200000004 60.837513500000007 37.792847950000002 55.645049100000001 55.86787755000001 19.500000000000004 21.500000000000004 56.802385350000009 109.05000000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 10 6 8 -7 -6 -4 11 12 15 14 -14 -2 -10 19 -19 -12 21 -20 23 28 25 -25 -26 -24 -22 -23
right_child=1 -3 3 -5 5 7 -8 -9 16 -11 17 -13 13 -15 -16 -17 -18 18 20 -21 22 29 27 24 26 -27 -28 -29 -30 -31
leaf_value=24.462288151756432 -673.93332973068118 178.94633578296657 -65768.670755912171 -1895.5345207823768 18645.802137128045 32984.073983967006 49742.855324917633 -33520.359132625439 44867.980104166665 30839.201340728352 -1347.9376628280199 -9134.0792921133598 7721.8978852370701 24420.850691349842 214724.06224489794 115388.48456333706 -37805.363685214819 -50273.829493634257 -190210.26306640625 -52040.786040834981 -28699.916518083992 4215.6271686628752 -10614.554157091927 97910.956015277901 -56143.253891631706 29572.53174059205 29100.790771143944 15788.381033586953 30915.096213886529 63214.861958608584
leaf_weight=4086520 1444 173963 74 5208 272 886 313 432 90 1731 14643 15076 29 277 49 49 3249 540 20 546 861 408 5197 626 324 729 502 2938 404 764
leaf_count=4086520 1444 173963 74 5208 272 886 313 432 90 1731 14643 15076 29 277 49 49 3249 540 20 546 861 408 5197 626 324 729 502 2938 404 764
internal_value=0 -431.549 -2272.77 5510.31 -3350.03 -15911.3 -25012.8 11186 -31492.6 26878.5 -1900.5 -6825.49 12008 49323.9 137762 3135.22 -35577 1023.87 5808.94 -3170.2 8179.93 38768.4 5031.54 19456.7 36345.2 61144.4 -4336.34 -1078.99 -9660.81 42675.9
internal_weight=0 231644 57681 7013 50668 5242 3924 1318 3611 1805 45426 16924 1848 355 78 1493 3339 28502 13313 15189 12773 1192 11581 3446 2181 1355 826 8135 1265 1172
internal_count=4318164 231644 57681 7013 50668 5242 3924 1318 3611 1805 45426 16924 1848 355 78 1493 3339 28502 13313 15189 12773 1192 11581 3446 2181 1355 826 8135 1265 1172
is_linear=0
shrinkage=0.1


Tree=1148
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 6 1 1 3 0 1 2 5 5 3 0 0 5 3 1 3 0 5 1 6 0 0 1 1
split_gain=4.75531e+12 4.6668e+13 3.92711e+13 4.49267e+13 4.84032e+13 5.13403e+13 6.55143e+13 7.48238e+13 4.8271e+13 4.47646e+13 4.38267e+13 1.00417e+14 7.29584e+13 7.47219e+13 6.80896e+13 8.22346e+13 4.25939e+13 1.01069e+14 5.56636e+13 4.18411e+13 5.22258e+13 6.40909e+13 8.12218e+13 9.8187e+13 1.1276e+14 8.28939e+13 5.97354e+13 3.92318e+13 5.77066e+13 5.67903e+13
threshold=54.035000000000004 50.005000000000003 30.102666750000001 30.278357500000002 5.5000000000000009 82.957885500000017 1.5000000000000002 82.981501350000016 30.305955500000003 25.500000000000004 43.592450450000008 39.753614400000011 2.5000000000000004 51.815000000000005 53.005000000000003 4.5000000000000009 59.932719750000011 59.950068600000009 53.385000000000012 25.500000000000004 38.92948375000001 30.500000000000004 55.806974650000008 53.995000000000012 37.777459000000007 1.5000000000000002 55.777112100000004 55.842510000000011 114.17164950000002 39.969502550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 19 7 -7 16 -8 11 12 13 -10 -15 -16 -5 -18 -19 -6 21 22 23 24 26 -25 -21 28 -12 -29
right_child=-2 2 3 4 5 6 9 -9 10 -11 27 -13 -14 14 15 -17 17 18 -20 20 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=55.308328794016099 129.84035496554984 -13270.362414661085 6845.2671062875706 -8375.5853848805145 -3160.9971008776624 32559.85513744273 124.83524201838675 3624.7895073401278 266582.1050925926 -63023.168839878323 -1262.3699399662173 5676.8265225919222 21630.297763180868 14101.600131180039 299288.59950000001 61823.985625000001 283611.48173363099 4850.7943419708599 162814.86247395835 114888.26646392618 -9986.2223685625067 128.56577983261954 13690.832064541904 -175956.36988146554 31933.056269723678 78257.889996603262 269552.09145833337 10265.079657877854 -36545.296563395357 -92.604788827852758
leaf_weight=2353354 1706195 2739 6705 85 157427 1402 17083 2465 27 113 39888 1972 179 67 25 35 21 87 30 149 1299 1592 1012 29 203 23 30 8069 469 15390
leaf_count=2353354 1706195 2739 6705 85 157427 1402 17083 2465 27 113 39888 1972 179 67 25 35 21 87 30 149 1299 1592 1012 29 203 23 30 8069 469 15390
internal_value=0 -84.8145 -1359.91 -1232.42 -1449.78 -2289.37 2354.6 14115.3 863.922 -290.129 707.274 14253.8 65046.3 115510 83392.6 160768 47311.1 81610.9 45354.4 -2894.06 6795.53 13971.1 29211.4 65402.1 82951.1 -63515.4 140810 217.98 -1672.4 3470.04
internal_weight=0 2.61197e+06 258615 255876 249171 182827 21063 3867 66344 17196 66121 2305 333 154 127 60 223 138 117 161764 4337 3038 1446 434 382 52 179 63816 40357 23459
internal_count=4318164 2611969 258615 255876 249171 182827 21063 3867 66344 17196 66121 2305 333 154 127 60 223 138 117 161764 4337 3038 1446 434 382 52 179 63816 40357 23459
is_linear=0
shrinkage=0.1


Tree=1149
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 1 4 0 3 3 3 5 1 2 0 2 1 2 0 1 1 0 2 2 0 0 1 1 1 3
split_gain=4.93871e+12 2.88013e+13 2.38849e+13 6.72282e+13 4.36323e+13 3.41866e+13 2.97721e+13 4.65002e+13 2.34673e+13 4.19401e+13 3.03749e+13 3.37996e+13 2.98652e+13 3.49052e+13 2.73266e+13 2.33782e+13 2.32608e+13 2.18574e+13 2.1643e+13 4.83595e+13 7.45585e+13 3.95474e+13 3.95554e+13 4.85683e+13 3.86226e+13 1.01028e+14 8.59531e+13 5.58893e+13 4.9177e+13 3.85509e+13
threshold=102.01000000000001 104.75000000000001 82.933113850000026 54.99493995000001 55.002082750000007 82.926290250000008 3.5000000000000004 53.340367100000002 29.500000000000004 28.500000000000004 31.500000000000004 132.05000000000004 50.158868250000005 17.500000000000004 56.819808050000006 12.500000000000002 37.457850350000008 11.500000000000002 55.025681450000008 82.911991800000024 82.91993380000001 45.063245200000004 18.500000000000004 17.500000000000004 45.040161900000008 45.047272400000004 38.975980350000007 38.969379750000009 39.007683500000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 18 -4 -8 9 -3 11 12 -10 14 -14 -6 -12 -18 21 29 -21 22 23 24 -2 -26 27 -27 -28 -20
right_child=1 8 3 4 15 -7 7 -9 10 -11 16 -13 13 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=17.164010420193275 -7066.5070279292631 -224.57915351547427 -7030.3801681832811 -90453.509175281972 -18970.098422910669 89620.021063701934 -39625.238651529951 77554.325621603275 -45143.700189953321 -106711.66418918919 -95052.300994318182 123204.22397959184 -28849.413535610467 170807.38638392859 85983.769726562503 -76229.768269954817 44757.019254078587 -1111.5086120050605 -22158.677519875953 210570.28237847221 14954.642142857143 -19240.938795757709 -110372.80316406251 160405.00171874999 147903.07720829133 8238.1542402787654 158786.3312872024 -115719.38622101815 19091.421564980159 1394.2099814771775
leaf_weight=4209727 919 96836 437 133 506 39 48 115 41 37 22 49 43 21 40 83 136 440 803 27 70 2061 30 20 62 88 42 62 63 5164
leaf_count=4209727 919 96836 437 133 506 39 48 115 41 37 22 49 43 21 40 83 136 440 803 27 70 2061 30 20 62 88 42 62 63 5164
internal_value=0 -666.339 -5573.59 -18163.2 -38720.6 -3812.38 6574.1 43047.5 -125.091 -265.251 17018.5 51401.5 27137.2 55632.5 26491.9 -27038.9 5864.11 9718.56 -4199.57 -636.79 69404.4 -10654.5 3106.48 5816.97 3315.54 33413.7 5577.02 -42997.6 74969.4 -1775.38
internal_weight=0 108437 10772 1322 722 9450 600 163 97665 96873 792 194 145 104 83 589 598 576 9411 6064 97 3347 1286 1256 1236 317 255 150 105 5967
internal_count=4318164 108437 10772 1322 722 9450 600 163 97665 96873 792 194 145 104 83 589 598 576 9411 6064 97 3347 1286 1256 1236 317 255 150 105 5967
is_linear=0
shrinkage=0.1


Tree=1150
num_leaves=31
num_cat=0
split_feature=3 1 5 1 3 5 6 2 5 0 1 2 5 3 6 5 0 2 0 0 2 5 3 1 1 0 0 1 1 0
split_gain=5.02846e+12 2.84658e+13 2.21944e+13 5.58178e+13 4.01946e+13 3.37235e+13 3.35532e+13 3.93128e+13 4.5427e+13 3.19975e+13 2.44663e+13 2.32118e+13 2.3238e+13 3.27209e+13 2.986e+13 5.62205e+13 8.18082e+13 8.46439e+13 1.91273e+14 6.94848e+13 4.53351e+13 3.54892e+13 4.83654e+13 5.56927e+13 7.82953e+13 7.73896e+13 8.50907e+13 7.60273e+13 5.85923e+13 1.44492e+14
threshold=28.500000000000004 60.648383500000008 110.05000000000001 37.457850350000008 32.500000000000007 137.05000000000004 1.5000000000000002 27.500000000000004 132.05000000000004 55.793358600000012 60.611165000000007 22.500000000000004 85.91500000000002 29.500000000000004 1.5000000000000002 71.715000000000018 55.784980300000008 11.500000000000002 55.68356880000001 55.751981950000008 5.5000000000000009 66.990000000000023 31.500000000000004 37.559851850000008 37.487839250000007 55.701368300000006 55.708120100000009 37.516458750000005 37.66934650000001 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 10 6 -6 8 9 -8 -5 12 14 -14 21 20 17 19 -19 -17 -16 22 23 24 25 -2 -27 -26 29 -25
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 28 27 26 -28 -29 -30 -31
leaf_value=9.7372542124254124 -89751.497128165487 -16931.083937328138 -104706.2217578125 85678.632532013638 6767.7291883910439 -25794.861233812891 99501.961093750011 -19801.626923076925 4359.8870703125003 278380.39687500003 -18729.963208912039 2843.5424229212085 -84702.47176649305 -11290.117705822733 -12490.646389760233 -76584.387445175438 7730.0556297172943 -6280.945114397322 -341856.78290719702 129330.89171195653 18669.993372502315 6272.3099766367532 -1898.4851174756777 15787.949789407952 -95168.139727846559 135641.04235491072 -10052.557876156894 -21081.219739136661 -11173.541972446112 276051.88926630438
leaf_weight=4283289 117 1113 35 133 177 167 20 26 20 20 27 10549 63 1673 594 57 236 35 33 23 2182 3065 10404 294 289 42 880 266 2312 23
leaf_count=4283289 117 1113 35 133 177 167 20 26 20 20 27 10549 63 1673 594 57 236 35 33 23 2182 3065 10404 294 289 42 880 266 2312 23
internal_value=0 -1195.91 -677.187 17992 25270.7 9349.18 31665 82907 127414 188941 68059.7 -1029.31 -2838 -13954.3 -1912.53 7041.45 -28821.6 -87106.8 -169134 -17383.7 12002.3 -3511.82 -5562.02 -14587.7 -29335.9 -13137.9 -3415.76 -59659.8 -5645.64 34671.5
internal_weight=0 34875 33762 625 590 430 263 86 60 40 160 33137 22588 1736 20852 3160 384 148 68 80 2776 17692 14627 4223 1594 1039 922 555 2629 317
internal_count=4318164 34875 33762 625 590 430 263 86 60 40 160 33137 22588 1736 20852 3160 384 148 68 80 2776 17692 14627 4223 1594 1039 922 555 2629 317
is_linear=0
shrinkage=0.1


Tree=1151
num_leaves=31
num_cat=0
split_feature=5 4 6 1 3 5 5 5 5 0 3 5 1 1 3 3 0 0 1 4 3 0 0 0 3 3 2 5 4 2
split_gain=4.51467e+12 3.77903e+13 5.61461e+13 4.26286e+13 4.86824e+13 4.41461e+13 3.79947e+13 3.70381e+13 3.74659e+13 4.73815e+13 6.62715e+13 4.35189e+13 5.50806e+13 2.1005e+14 5.72107e+13 5.28337e+13 4.27129e+13 7.07809e+13 4.02457e+13 3.84741e+13 3.56613e+13 6.0245e+13 1.45103e+14 7.52698e+13 7.51077e+13 1.25377e+14 1.21064e+14 9.05413e+13 7.2313e+13 7.02813e+13
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 20.507360500000004 4.5000000000000009 100.05000000000001 93.00500000000001 225.45000000000002 78.710000000000022 59.939091550000008 8.5000000000000018 79.010000000000005 44.005491150000005 47.208373000000009 11.500000000000002 4.5000000000000009 59.932719750000011 59.853570100000006 103.85249100000001 1.0000000180025095e-35 13.500000000000002 54.725565150000001 54.864040150000001 51.67657710000001 14.500000000000002 15.500000000000002 13.500000000000002 118.33500000000002 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 9 -4 -11 12 14 -14 16 19 17 -10 -15 -13 -3 23 -23 24 28 26 -26 -28 29 -22
right_child=1 20 7 -5 5 -7 -8 -9 11 10 -12 15 13 18 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-35.257940697766593 99765.886611842114 1393.1147058093102 9611.7890250854489 1985.0528779369433 5652.7617563716703 -129247.34828125002 138798.07133413464 12739.319248626856 23795.548311062365 -5758.1570312500007 209928.29913793106 24407.582256388549 -165181.70827870246 -7678.2472153866765 -26520.038319992007 -3359.1419346301791 -63321.915378906255 205041.2239130435 -72454.089848380259 -20763.248704498303 32803.621088012493 33040.645312772162 275.89707003551325 -11692.354055240168 41910.528552767253 -1644.1720728822206 11504.308739991451 -102020.9931785301 -170134.45553175407 -22310.698799249381
leaf_weight=3859289 95 244533 800 17173 122 20 26 1246 341 28 29 203 115 554 518 32477 50 23 116 2651 259 1368 113032 9283 1218 30086 201 108 31 2169
leaf_count=3859289 95 244533 800 17173 122 20 26 1246 341 28 29 203 115 554 518 32477 50 23 116 2651 259 1368 113032 9283 1218 30086 201 108 31 2169
internal_value=0 296.531 -2123.12 2596.96 42552.1 10199 29043.2 -4225.22 -4782.88 15888.1 103977 -5261.04 -20808.1 -40324 -4370.44 -4505.49 23343.3 35247.9 -18893.2 -17550.3 636.887 -535.328 667.699 -3709.73 -1534.85 -225.396 27728.3 -28174.4 -18369.2 -16431.5
internal_weight=0 458875 56587 17436 263 168 148 39151 37905 857 57 37048 1717 785 932 35331 414 364 670 2854 402288 157755 114400 43355 34072 31613 1527 309 2459 2428
internal_count=4318164 458875 56587 17436 263 168 148 39151 37905 857 57 37048 1717 785 932 35331 414 364 670 2854 402288 157755 114400 43355 34072 31613 1527 309 2459 2428
is_linear=0
shrinkage=0.1


Tree=1152
num_leaves=31
num_cat=0
split_feature=5 5 3 3 2 1 1 2 0 0 3 0 0 0 0 0 1 1 5 0 0 2 0 0 2 1 1 6 1 4
split_gain=4.94369e+12 2.26161e+13 2.38813e+13 2.08054e+13 7.23409e+13 7.13189e+13 7.54817e+13 6.49273e+13 7.4239e+13 9.12148e+13 6.07167e+13 1.29114e+14 1.53595e+14 1.26148e+14 1.17957e+14 1.12078e+14 1.00947e+14 1.33668e+14 1.61872e+14 1.05181e+14 9.98374e+13 7.50603e+13 7.48232e+13 8.55313e+13 6.9803e+13 6.60357e+13 6.13715e+13 6.54478e+13 5.38294e+13 4.9324e+13
threshold=102.01000000000001 104.75000000000001 2.5000000000000004 7.5000000000000009 6.5000000000000009 82.911991800000024 65.520339550000017 2.5000000000000004 50.973130900000008 53.719078300000007 9.5000000000000018 55.664473600000008 54.978840000000005 55.812836050000008 54.959412650000012 55.030402950000003 65.565203050000022 65.551978750000004 118.33500000000002 57.117834900000013 56.093493200000005 5.5000000000000009 55.017213950000006 54.990279300000005 3.5000000000000004 37.362912300000012 37.767735350000002 1.5000000000000002 39.826386800000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 8 29 -10 11 12 14 25 28 21 17 -15 19 -19 -18 22 23 24 -14 -13 27 -17 -9 -5
right_child=1 3 -4 7 5 -7 -8 10 9 -11 -12 13 15 16 -16 26 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=17.172668579007865 43873.324751420456 -1675.7566473278996 -5468.6744238518295 15302.584328095811 -34714.502234790947 -125625.9775390625 120036.12135225184 27045.696511397604 -51470.53386024027 -8740.4616991178736 565.46575456459209 -121099.83291638964 303300.86098632816 6261.9447547494392 -121736.05468158145 22002.186067708335 40755.951780700685 319844.20707347977 13300.053751291323 99266.421281550487 -48354.344299503573 59287.48425212923 211992.28450597427 -52825.53728322676 62118.044374999998 -30318.75611097923 16016.041946847101 157794.8388169643 2179.2666769859566 -50332.237785823178
leaf_weight=4209727 99 30618 10673 1656 432 80 34 1563 544 6117 48476 94 20 3229 66 72 160 37 121 52 587 244 85 31 30 543 616 70 1965 123
leaf_count=4209727 99 30618 10673 1656 432 80 34 1563 544 6117 48476 94 20 3229 66 72 160 37 121 52 587 244 85 31 30 543 616 70 1965 123
internal_value=0 -666.675 -5015.2 -187.053 -2319.14 -38398.4 -23423.7 812.097 -7383.31 -12230.2 2003.42 9275.84 20956.2 -2256.75 10717.9 52459.9 4052.12 11289.7 88597.1 190967 -29267.8 94579.2 146454 77678.6 158591 -43715 29677.7 88942.2 13195.8 10764.6
internal_weight=0 108437 10772 97665 31164 546 466 66501 8440 6661 58061 9585 4762 4823 3594 1168 4186 3439 210 89 747 410 166 81 50 637 758 142 3528 1779
internal_count=4318164 108437 10772 97665 31164 546 466 66501 8440 6661 58061 9585 4762 4823 3594 1168 4186 3439 210 89 747 410 166 81 50 637 758 142 3528 1779
is_linear=0
shrinkage=0.1


Tree=1153
num_leaves=31
num_cat=0
split_feature=1 1 0 5 1 3 1 0 5 5 0 0 0 5 0 2 5 0 0 0 5 2 5 2 5 5 5 4 5 1
split_gain=4.63322e+12 6.2223e+13 4.42135e+13 4.48681e+13 4.34622e+13 4.04051e+13 3.57011e+13 4.50713e+13 5.36486e+13 5.87281e+13 4.40458e+13 3.98619e+13 3.50057e+13 3.2801e+13 6.6766e+13 5.93474e+13 5.22536e+13 8.95541e+13 4.95362e+13 3.43687e+13 3.27597e+13 4.11552e+13 5.09985e+13 3.80997e+13 3.08708e+13 8.84953e+13 7.94194e+13 5.0451e+13 6.14949e+13 4.82155e+13
threshold=82.970752000000019 82.964402850000013 54.943649450000002 58.005000000000003 82.968597500000016 25.500000000000004 82.97193200000001 54.959412650000012 78.710000000000022 80.815000000000012 54.947737500000009 54.99493995000001 54.940316550000006 55.990000000000002 54.947737500000009 5.5000000000000009 53.385000000000012 55.061033200000004 55.013931500000005 54.943968150000011 77.00500000000001 9.5000000000000018 40.605000000000011 4.5000000000000009 59.005000000000003 68.52500000000002 58.755000000000003 1.5000000000000002 45.005000000000003 83.026705000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 13 -3 -5 7 10 11 -10 20 -9 -6 16 15 -15 19 -18 -16 -4 21 22 -2 -24 26 -26 27 -8 -29 -30
right_child=6 2 3 5 12 -7 24 8 9 -11 -12 -13 -14 14 18 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-11.698441921739661 -6213.901614307395 -7086.3240643836025 9470.3611246483961 8742.3667199763004 -2303.0703513790418 -17861.933724918592 -559.18306555258471 40143.307934132783 173219.44304687501 9155.3380360444389 -12676.615869508641 200.13467976096683 61404.551085574138 55871.831722902309 45989.013500497233 -13616.185190525681 57164.710312299794 -20539.275839778358 -516.6429637988964 1124.2049806830917 -16300.156484572686 -11173.026802437293 36042.657910086891 8373.7401962549866 -3298.7890474528076 965.50295919355619 9614.5426097203781 -1212.8276307843605 7057.1627280445773 1832.9439858875603
leaf_weight=3598076 1684 5738 5967 18540 173 589 304897 279 40 48 7032 2391 172 127 382 3815 439 224 572 28497 1235 1757 704 1698 97700 96967 9037 44513 25074 59797
leaf_count=3598076 1684 5738 5967 18540 173 589 304897 279 40 48 7032 2391 172 127 382 3815 439 224 572 28497 1235 1757 704 1698 97700 96967 9037 44513 25074 59797
internal_value=0 43.7953 3104.58 3939.44 -5013.67 7923.2 -244.995 -4785.9 6906 83729.9 -7071.24 4373.97 29458.4 2035.4 -5632.71 -11377.5 3104.18 30911.8 18105.1 2569.23 -1502.3 1625.44 7128.84 16483.2 -124.936 -1174.67 336.018 142.94 1797.51 3376.37
internal_weight=0 3.66331e+06 65235 59152 6083 19129 654853 16868 2758 88 14110 2670 345 40023 4896 3942 35127 663 954 34464 7078 5843 4086 2402 637985 194667 443318 434281 129384 84871
internal_count=4318164 3663311 65235 59152 6083 19129 654853 16868 2758 88 14110 2670 345 40023 4896 3942 35127 663 954 34464 7078 5843 4086 2402 637985 194667 443318 434281 129384 84871
is_linear=0
shrinkage=0.1


Tree=1154
num_leaves=31
num_cat=0
split_feature=3 2 4 6 1 1 1 1 0 1 5 1 5 1 4 5 0 1 3 0 0 1 1 3 0 1 6 3 0 0
split_gain=4.31034e+12 2.93574e+13 5.1246e+13 3.97741e+13 4.32451e+13 4.31599e+13 4.14792e+13 3.95219e+13 3.49091e+13 4.06046e+13 4.22453e+13 3.43453e+13 3.10095e+13 3.8525e+13 2.88561e+13 1.0285e+14 1.02528e+14 1.04576e+14 8.41963e+13 1.50212e+14 1.24833e+14 1.44141e+14 1.20185e+14 9.8789e+13 8.8766e+13 9.04053e+13 8.72747e+13 1.10843e+14 1.35877e+14 2.07819e+14
threshold=9.5000000000000018 8.5000000000000018 2.5000000000000004 1.5000000000000002 20.507360500000004 82.907204800000002 65.565203050000022 83.663637000000008 56.758269450000007 37.737121850000008 102.01000000000001 30.305955500000003 72.010000000000005 82.95335685000002 1.5000000000000002 50.005000000000003 55.591389050000011 30.346469350000003 16.500000000000004 55.701368300000006 58.049540950000008 37.998366300000008 49.111504200000006 17.500000000000004 55.628356700000005 37.39371280000001 1.5000000000000002 21.500000000000004 55.769960200000007 55.801980100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 12 9 10 -4 -10 -7 -14 -2 16 -16 -18 19 24 21 26 -23 -22 -19 -26 27 -20 -29 -30
right_child=14 2 3 4 -6 7 -8 -9 11 -11 -12 -13 13 -15 15 -17 17 18 20 -21 23 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-39.343350076955318 -253.35062873059562 -216.36193932703901 -35666.485109614754 -113809.04557976975 -7029.2321716320239 204157.72770432694 -133775.57087053571 8403.3099283854172 141428.19868951614 27093.974544705692 75608.05308388159 27128.48955473266 -19570.463574218749 165894.67096354169 6942.9380526361756 156.03272335393956 12480.329013428905 -3042.8648558401292 31733.942042058399 -2076.5916579613431 28837.439498186111 -20706.320470449336 5656.9271824504358 -18201.883613425438 19949.389119674815 -46289.294752866001 30374.608993493861 18369.504004862792 -114213.63715359669 -8061.1024016042693
leaf_weight=1875579 1205954 42018 334 38 19996 26 21 63 31 262 38 173 24 21 46506 1072662 6472 1116 1475 23970 512 2340 6625 3488 234 1725 3101 1730 212 1418
leaf_count=1875579 1205954 42018 334 38 19996 26 21 63 31 262 38 173 24 21 46506 1072662 6472 1116 1475 23970 512 2340 6625 3488 234 1725 3101 1730 212 1418
internal_value=0 -110.689 -2233.22 -6263.49 -7231.77 13271.8 5037.65 66056.8 8516.26 -3061.32 -24299.7 44497.6 117214 66979.9 90.1792 443.184 3495.14 548.634 -1061.97 -4745.89 3704.87 7464.58 -1224.28 -12180.9 -25553.4 -38377.2 17280.1 8881.67 -1150.21 -21867.4
internal_weight=0 1.93862e+06 63045 21027 20034 993 859 134 838 634 372 204 71 45 2.37954e+06 1.17359e+06 100924 54418 47946 27045 20901 16901 8965 4000 3075 1959 7936 4835 3360 1630
internal_count=4318164 1938624 63045 21027 20034 993 859 134 838 634 372 204 71 45 2379540 1173586 100924 54418 47946 27045 20901 16901 8965 4000 3075 1959 7936 4835 3360 1630
is_linear=0
shrinkage=0.1


Tree=1155
num_leaves=31
num_cat=0
split_feature=1 1 3 3 5 4 0 0 5 5 3 0 6 3 0 0 3 0 0 3 0 3 1 0 3 0 5 3 5 4
split_gain=4.66132e+12 2.35645e+13 9.60954e+13 8.6312e+13 7.20105e+13 1.37429e+14 1.47646e+14 3.01902e+14 1.54125e+14 1.08385e+14 9.88765e+13 9.10728e+13 8.71303e+13 3.15464e+14 1.73744e+14 2.12575e+14 3.75487e+14 1.58575e+14 1.33561e+14 3.35694e+14 2.69507e+14 3.14308e+14 3.38806e+14 1.60926e+14 1.67849e+14 2.14791e+14 1.4784e+14 1.91025e+14 1.44389e+14 1.38089e+14
threshold=30.305955500000003 30.259484550000003 3.5000000000000004 21.500000000000004 70.00500000000001 2.5000000000000004 59.963407450000012 59.990816400000007 84.030000000000015 68.52500000000002 6.5000000000000009 60.003414000000006 1.5000000000000002 6.5000000000000009 59.990816400000007 59.939091550000008 9.5000000000000018 59.963407450000012 59.982527000000012 7.5000000000000009 60.003414000000006 12.500000000000002 30.278357500000002 59.904813200000007 11.500000000000002 59.846652800000008 51.405000000000008 10.500000000000002 63.455000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 10 8 -8 12 -6 -9 13 -4 15 -15 -17 -18 19 -14 21 -20 -23 24 -21 -26 27 -25 -28 -30
right_child=-2 2 3 -5 5 -7 7 11 -10 -11 -12 -13 18 14 -16 16 17 -19 20 23 -22 22 -24 26 25 -27 28 -29 29 -31
leaf_value=69.310406686577224 21.22693320912245 31560.123680831446 126331.75489022944 7419.8446498634039 -94281.740455058985 -5818.6351512334413 120340.3195718316 -112948.80965711805 -60040.999489746093 42704.167483717589 -37001.701582912108 -14767.225956003291 -6233.5115102841319 -12266.374121843179 -1900.7259818186394 -2411.6421786221595 -144146.79902896431 -31821.243971042291 -17956.83628744676 -20434.34049648196 4085.323371129396 -175230.51370715725 20918.606883574699 59898.180309655356 131018.89182500931 -8290.9553924821375 130450.26315242435 -43528.67039674853 -85359.904114118312 81666.932572115387
leaf_weight=138955 4145141 792 158 5783 408 5750 225 153 60 511 1153 247 5121 1694 3551 506 508 167 1029 727 3087 310 123 666 210 234 412 244 70 169
leaf_count=138955 4145141 792 158 5783 408 5750 225 153 60 511 1153 247 5121 1694 3551 506 508 167 1029 727 3087 310 123 666 210 234 412 244 70 169
internal_value=0 -508.537 -2865.44 -3684.8 -6020.6 -14012.2 -34988.6 3715.97 82365.3 -2743.12 -51973 -52321.7 -3966.31 -13263.9 -16696.2 -34970.5 -67536.8 -116357 969.591 8867.89 -12665.3 -48034.2 -119511 37174.7 9152.96 57598.8 58195.5 32166.1 94580.7 32746.9
internal_weight=0 173023 34068 33276 27493 7996 2246 685 285 19497 1561 400 18986 6584 6426 2875 1181 675 12402 7853 4549 1462 433 2732 1171 444 1561 910 651 239
internal_count=4318164 173023 34068 33276 27493 7996 2246 685 285 19497 1561 400 18986 6584 6426 2875 1181 675 12402 7853 4549 1462 433 2732 1171 444 1561 910 651 239
is_linear=0
shrinkage=0.1


Tree=1156
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 1 1 0 6 0 0 1 3 5 5 3 5 2 3 5 5 4 0 5 0 0 5 1 5
split_gain=4.71864e+12 4.4601e+13 2.45477e+14 1.49243e+14 1.37559e+14 8.72341e+13 1.60319e+14 9.98479e+13 2.50482e+14 2.26869e+14 4.42123e+14 2.39583e+14 1.54404e+14 1.25875e+14 1.22402e+14 4.55074e+14 6.69332e+14 1.58232e+14 1.16947e+14 1.13468e+14 1.07029e+14 1.04607e+14 9.63184e+13 9.23739e+13 8.90036e+13 8.56022e+13 9.66957e+13 7.82282e+13 8.38159e+13 7.77156e+13
threshold=19.500000000000004 30.410108300000001 30.388336800000001 60.042666650000008 59.990816400000007 59.820733200000006 30.346469350000003 30.346469350000003 59.834458500000004 1.5000000000000002 59.882016200000002 59.982527000000012 30.370618100000005 20.500000000000004 93.00500000000001 94.040000000000006 23.500000000000004 59.810000000000009 21.500000000000004 24.500000000000004 62.385000000000012 51.405000000000008 1.5000000000000002 59.834458500000004 48.945000000000007 59.950068600000009 59.939091550000008 90.015000000000015 30.434657650000002 52.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 23 18 -10 14 12 21 -13 17 16 -16 -11 -9 -14 -15 -12 -20 -7 -8 26 -3 29 -29 -27
right_child=1 25 3 -5 -6 7 24 8 9 10 11 13 19 20 15 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=38.153432011380112 33337.875970315028 -461.53570757782148 23594.887284093151 -51040.65656163008 81064.201129257475 -21541.708603984498 -11570.379081064697 52642.324584371636 17307.915795372526 32989.926697841351 -68752.684329094685 -63542.380751118646 32502.524196428574 7898.6547546386719 -695493.80000000005 86948.08015842014 84559.662500000006 124114.45819478578 77200.044986979163 -105166.86128519918 -36879.546017246146 -160730.42651612443 283272.77634447673 708.50819862734136 -50534.61625865 -4807.8849905651614 56050.02611676207 180203.4749334162 12395.531418775478 -22555.257687230369
leaf_weight=3810546 551 423901 1065 174 684 1937 1555 580 7503 631 284 433 175 1816 22 90 22 273 48 91 756 219 43 50809 941 9205 303 44 92 3371
leaf_count=3810546 551 423901 1065 174 684 1937 1555 580 7503 631 284 433 175 1816 22 90 22 273 48 91 756 219 43 50809 941 9205 303 44 92 3371
internal_value=0 -286.407 2043.76 37283.1 46070 1058.5 -15482.7 1825.27 9680.12 6438.26 -10510 -26406.7 -76213.2 -13660.8 47287.7 -41904.7 -305467 60508.7 69178.7 -14594.9 -5263.21 -108799 174575 -108.59 -26260 -663.476 -421.171 -8749.29 66686.3 -9565.07
internal_weight=0 507618 70702 1923 1749 68779 3047 65732 12986 12315 4812 3774 769 3005 1038 134 44 904 671 266 2572 503 91 52746 2496 436916 424204 12712 136 12576
internal_count=4318164 507618 70702 1923 1749 68779 3047 65732 12986 12315 4812 3774 769 3005 1038 134 44 904 671 266 2572 503 91 52746 2496 436916 424204 12712 136 12576
is_linear=0
shrinkage=0.1


Tree=1157
num_leaves=31
num_cat=0
split_feature=0 1 5 5 6 3 5 2 2 5 3 3 1 4 5 2 0 5 0 3 2 5 5 5 4 3 1 3 2 2
split_gain=4.4124e+12 4.07354e+13 8.41371e+13 1.19962e+14 1.23083e+14 9.29072e+13 7.16083e+13 6.92152e+13 6.53864e+13 1.27581e+14 9.25858e+13 1.27658e+14 1.25234e+14 9.30469e+13 1.18392e+14 3.15621e+14 8.60261e+13 7.83731e+13 6.5868e+13 5.96633e+13 8.46304e+13 1.5411e+14 1.31645e+14 7.12457e+13 1.10139e+14 1.45849e+14 1.3338e+14 1.99041e+14 1.79227e+14 1.2269e+14
threshold=44.580511600000001 39.925119750000007 33.805000000000007 66.040000000000006 1.5000000000000002 3.5000000000000004 177.02500000000003 10.500000000000002 12.500000000000002 47.005000000000003 14.500000000000002 12.500000000000002 39.787929450000007 1.5000000000000002 46.810000000000009 10.500000000000002 43.592450450000008 48.035000000000004 43.514103700000014 6.5000000000000009 4.5000000000000009 73.010000000000005 125.85000000000001 87.395000000000024 2.5000000000000004 16.500000000000004 38.096381250000007 12.500000000000002 8.5000000000000018 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 7 6 -6 -5 10 -10 11 -4 13 14 -13 16 -16 -15 -12 20 -7 -22 -23 24 26 -26 27 -21 -29 -27
right_child=-2 -3 3 4 5 19 -8 -9 9 -11 18 12 -14 17 15 -17 -18 -19 -20 23 21 22 -24 -25 25 29 -28 28 -30 -31
leaf_value=4711.7551609752882 19.007966919928645 862.48424333137268 -7963.7995670806595 23726.370902622108 24132.369721623312 -4028.2532544955184 164001.05304276317 89142.594575220894 -16487.618714705761 46756.001390983489 -64076.847477407304 37349.722352699697 -48527.14208421894 114676.81081857209 122805.80183151533 -267784.81989182689 -52727.799006885594 37764.375592151991 -19399.41042296635 27459.34261252145 15873.497004461726 -92574.177537172392 35499.128723018686 17098.366220924632 -33452.712959497054 110429.58189827128 -4067.2928012702469 79351.153680193878 372444.80229779414 -28746.831586277178
leaf_weight=12766 4170694 86259 30081 1056 996 3374 38 191 644 632 378 383 204 202 53 52 59 385 2598 428 327 465 97 2513 1581 141 1364 54 34 115
leaf_count=12766 4170694 86259 30081 1056 996 3374 38 191 644 632 378 383 204 202 53 52 59 385 2598 428 327 465 97 2513 1581 141 1364 54 34 115
internal_value=0 -537.577 -2510.55 -4413.74 3901.83 673.258 29272.6 33746 -7391.6 14836.8 -8216.24 -6619.46 23604.2 36580.2 6906.58 -64189.3 30337.2 64231.7 -25074.2 -2144.98 -11260.7 -38709.7 -70469 4092.62 -4700.34 -22114.3 12315.4 55621.5 192592 47908.9
internal_weight=0 147470 61211 48445 12774 11527 1034 1247 35671 1276 34395 31419 1338 1134 547 164 112 587 2976 10493 4263 889 562 6230 3717 1837 1880 516 88 256
internal_count=4318164 147470 61211 48445 12774 11527 1034 1247 35671 1276 34395 31419 1338 1134 547 164 112 587 2976 10493 4263 889 562 6230 3717 1837 1880 516 88 256
is_linear=0
shrinkage=0.1


Tree=1158
num_leaves=31
num_cat=0
split_feature=5 1 1 3 0 0 1 3 3 1 0 1 5 3 3 5 3 0 0 2 5 2 0 0 3 5 2 0 5 0
split_gain=4.74208e+12 1.85244e+13 2.5548e+13 1.04589e+14 8.88396e+13 1.22559e+14 1.03102e+14 1.45643e+14 1.85491e+14 8.50726e+13 8.17952e+13 1.005e+14 8.52323e+13 1.42779e+14 1.09803e+14 9.59219e+13 9.40546e+13 8.06835e+13 1.77942e+14 8.02798e+13 7.95969e+13 7.95066e+13 7.599e+13 8.56173e+13 1.07684e+14 7.50459e+13 7.23893e+13 8.54485e+13 9.60348e+13 1.06409e+14
threshold=102.01000000000001 82.940215400000014 82.837870700000011 22.500000000000004 54.940316550000006 54.959412650000012 82.888608650000023 15.500000000000002 14.500000000000002 82.926290250000008 55.061033200000004 82.933113850000026 118.33500000000002 18.500000000000004 21.500000000000004 125.85000000000001 20.500000000000004 55.034903650000011 55.039751500000008 8.5000000000000018 123.15000000000002 5.5000000000000009 55.039751500000008 55.034903650000011 10.500000000000002 107.05000000000001 4.5000000000000009 55.017766000000002 104.75000000000001 55.020029900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 9 -8 12 -12 14 15 26 -14 -15 21 -19 -18 -10 -17 23 24 -11 -5 -9 -28 -29 -30
right_child=1 -3 3 25 5 6 7 10 20 22 11 -13 13 16 -16 17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=16.818861960707491 -716.60643211639467 -4452.0870226747238 -95503.67412634741 -62477.783860426687 246787.70795454548 46853.595203334262 -2741.6903637893924 -17883.885779918324 -100130.42875460495 89591.074490411935 57882.897496448866 323774.50833333336 -33098.84258604308 -119435.90629502594 270343.40014011547 134834.77499999999 60714.841523437506 311448.47054924245 62129.510782877602 -128841.64337827622 72403.481302083339 -46710.58237404337 72170.293968141239 -61018.786513217659 -34907.982234573363 -7605.0587770426637 -40292.790232895364 21804.277742163536 325033.93573369569 99787.47753947282
leaf_weight=4209727 88146 11476 79 312 22 700 3995 132 246 165 44 21 148 122 23 32 80 33 216 31 30 98 308 129 120 1239 66 163 23 238
leaf_count=4209727 88146 11476 79 312 22 700 3995 132 246 165 44 21 148 122 23 32 80 33 216 31 30 98 308 129 120 1239 66 163 23 238
internal_value=0 -652.94 -203.284 4929.7 9962.98 11122.6 10398.8 6450.41 -1694.86 2967.47 34116.6 143786 29042.9 6352.81 55778.6 35173.1 -58833 61833.4 95171.8 7775.64 -81376.7 -2022.49 34557.6 6575.23 37170.4 -18643.3 47844.5 65551 82026.6 119637
internal_weight=0 108437 96961 8815 7264 7185 7163 6463 4993 4717 1470 65 1405 760 645 527 233 379 249 111 276 130 722 414 285 1551 622 490 424 261
internal_count=4318164 108437 96961 8815 7264 7185 7163 6463 4993 4717 1470 65 1405 760 645 527 233 379 249 111 276 130 722 414 285 1551 622 490 424 261
is_linear=0
shrinkage=0.1


Tree=1159
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 5 4 5 1 1 0 6 5 3 0 1 1 5 3 3 2 1 3 0 5 1 0 1 1 5
split_gain=4.43128e+12 3.34545e+13 4.18229e+13 8.35414e+13 1.00135e+14 9.24029e+13 6.38389e+13 5.95335e+13 4.59486e+13 1.049e+14 1.0242e+14 7.93015e+13 4.58323e+13 4.48471e+13 6.43231e+13 4.85958e+13 7.22571e+13 5.8435e+13 5.11498e+13 6.69694e+13 5.85705e+13 5.03574e+13 4.64692e+13 5.10309e+13 4.364e+13 4.27463e+13 7.57982e+13 4.57316e+13 4.22813e+13 4.58629e+13
threshold=47.249522000000006 47.222459950000008 5.5000000000000009 39.666208800000007 21.500000000000004 64.020000000000024 4.5000000000000009 19.650000000000002 39.739656000000004 39.726951800000002 47.228519500000004 1.5000000000000002 68.00500000000001 20.500000000000004 47.236539400000005 39.718803500000007 39.714575750000009 120.05000000000001 11.500000000000002 9.5000000000000018 7.5000000000000009 39.826386800000009 16.500000000000004 47.236539400000005 105.35000000000001 39.726951800000002 47.228519500000004 39.739656000000004 39.714575750000009 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 7 13 -5 9 11 -11 -6 -4 15 -15 16 -7 18 19 -17 25 -21 -18 -24 -10 26 -20 -27 -13 -30
right_child=-2 2 3 4 8 6 -8 -9 24 10 -12 28 -14 14 -16 17 22 -19 20 21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=39.171056538211218 -45.511591126220296 -2341.0577506440022 287.47215269832162 112922.97539661336 -12351.394681049602 23004.696673311711 -77359.992496219755 6670.6908103705182 -7547.9827791765265 184414.47865434128 28277.962203218194 20972.232085818985 -16349.767543990003 28288.890342494422 141145.79085245254 20017.249835627088 3213.386067367474 85079.414993334576 147655.51280432413 74739.909774036205 32226.361596979492 -9110.2815370141016 -19030.096590508354 -119460.3213641827 -119701.6767857143 -64961.568945588369 -21974.292081586056 936.94304649939897 206.51948275098613 -86877.625638204234
leaf_weight=674462 3592952 12422 10881 53 2625 1507 62 10480 3972 44 930 1683 1953 140 79 734 382 189 43 566 682 82 144 78 35 177 68 260 408 71
leaf_count=674462 3592952 12422 10881 53 2625 1507 62 10480 3972 44 930 1683 1953 140 79 734 382 189 43 566 682 82 144 78 35 177 68 260 408 71
internal_value=0 225.48 2701.51 4335.79 7648.28 12587.6 23504.6 7205.33 -303.808 5416.17 35331.4 -670.607 -2244.28 24723.3 68999.8 22749.3 11292 31384.2 27498.9 40700.7 12665.6 64129.2 -17931.7 -54316.4 -8527.61 -11678.2 43738.2 -25754.2 13511.7 -12701.6
internal_weight=0 725212 50750 38328 25494 15726 5193 10533 9768 5761 974 4787 12834 5131 219 4912 2111 2801 2612 1382 1230 648 604 222 4007 548 111 437 2162 479
internal_count=4318164 725212 50750 38328 25494 15726 5193 10533 9768 5761 974 4787 12834 5131 219 4912 2111 2801 2612 1382 1230 648 604 222 4007 548 111 437 2162 479
is_linear=0
shrinkage=0.1


Tree=1160
num_leaves=31
num_cat=0
split_feature=0 1 1 0 5 0 1 0 6 3 0 0 0 3 4 5 4 5 3 2 6 0 5 5 3 5 4 5 0 0
split_gain=4.49632e+12 4.55927e+13 1.48856e+14 2.16188e+14 1.20532e+14 9.8359e+13 6.15354e+13 1.77398e+14 1.67589e+14 9.27441e+13 5.38745e+13 6.71896e+13 6.88667e+13 5.55761e+13 5.1501e+13 5.67873e+13 6.86855e+13 9.29213e+13 5.51853e+13 7.02716e+13 5.03854e+13 4.4139e+13 4.27867e+13 4.02614e+13 4.00546e+13 4.00394e+13 9.67537e+13 1.23949e+14 8.85298e+13 8.17781e+13
threshold=56.758269450000007 35.911716050000003 28.619594500000002 45.254062050000009 46.810000000000009 45.133160800000006 34.359746700000009 55.993277250000013 1.5000000000000002 6.5000000000000009 55.025681450000008 54.940316550000006 54.943649450000002 6.5000000000000009 4.5000000000000009 85.020000000000024 2.5000000000000004 69.610000000000014 3.5000000000000004 2.5000000000000004 1.5000000000000002 56.143542450000005 78.710000000000022 72.705000000000013 9.5000000000000018 69.610000000000014 1.5000000000000002 49.505000000000003 54.725565150000001 54.736324100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 20 14 -6 8 24 -9 11 25 -13 -14 15 16 17 -4 19 -18 21 -5 -19 -7 -8 26 27 -1 -29 -27
right_child=-2 -3 3 4 6 23 7 9 -10 -11 -12 12 13 -15 -16 -17 18 22 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=456.8823216828265 196.23773109732363 -11.28277792818443 -219.98251336145805 5751.42809344119 -45434.605800120044 47260.651723863593 40356.019298299158 31090.277444556457 -71791.052541511817 200442.74370888158 -79085.908883272059 86319.049709010767 -18018.651288958888 27569.249984807557 -132805.6280004041 34135.510083428751 -2036.5471403702447 94847.315919858869 -36013.442726501242 190104.20989583334 -16931.583034161235 106464.24778362771 -16887.609585848721 157117.00693359374 -15416.626655598126 7229.0392410221975 -10601.201016519261 60367.08449103836 -22192.16903737999 -23581.03257556734
leaf_weight=9170 919083 3355418 3302 806 2424 201 192 217 618 38 85 148 377 920 29 464 92 155 813 24 2527 46 44 40 391 9749 9083 597 166 945
leaf_count=9170 919083 3355418 3302 806 2424 201 192 217 618 38 85 148 377 920 29 464 92 155 813 24 2527 46 44 40 391 9749 9083 597 166 945
internal_value=0 -53.061 -3263.64 -12522.7 -23649.2 3117.68 -35674.4 -19425.1 -35509.1 56327.1 418.36 635.271 21692.7 14318.2 64.1113 851.447 -2634.74 3779.46 -26807.1 37716.7 -9841.11 11189 70142.1 65494.1 2951.04 -388.893 -3141.87 3679.14 42405.3 4506.44
internal_weight=0 3.39908e+06 43663 12423 7259 5164 3880 1456 1201 255 31240 31155 1445 1297 4923 4894 4430 3501 929 116 3379 852 199 241 583 29710 19016 9933 763 10694
internal_count=4318164 3399081 43663 12423 7259 5164 3880 1456 1201 255 31240 31155 1445 1297 4923 4894 4430 3501 929 116 3379 852 199 241 583 29710 19016 9933 763 10694
is_linear=0
shrinkage=0.1


Tree=1161
num_leaves=31
num_cat=0
split_feature=1 1 5 0 3 1 0 0 3 0 0 0 1 0 1 0 3 0 0 5 3 5 4 3 5 6 3 0 5 0
split_gain=4.47781e+12 6.77072e+13 5.34959e+13 9.45083e+13 1.16167e+14 1.36475e+14 2.22149e+14 1.61547e+14 1.37072e+14 1.29024e+14 9.65332e+13 1.17174e+14 1.01838e+14 9.24487e+13 8.74368e+13 8.24168e+13 9.78118e+13 8.09488e+13 7.85732e+13 1.02804e+14 7.091e+13 6.07716e+13 8.25998e+13 5.52152e+13 5.65016e+13 4.67781e+13 3.89297e+14 1.01159e+14 9.28802e+13 1.42451e+14
threshold=38.422276900000007 38.096381250000007 52.710000000000008 54.811549550000009 11.500000000000002 38.233559750000005 56.054485600000007 55.777112100000004 21.500000000000004 55.745923000000012 56.320495600000008 56.24640500000001 38.151577750000008 56.338501050000012 38.151577750000008 55.708120100000009 18.500000000000004 55.727011600000004 55.551692500000009 95.020000000000024 15.500000000000002 67.990000000000023 2.5000000000000004 30.500000000000004 41.505000000000003 1.5000000000000002 8.5000000000000018 55.388132500000005 56.205000000000005 56.320495600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 23 -4 13 7 17 9 21 15 11 -9 -12 25 -13 16 -6 18 -7 -20 -14 -8 -23 24 -3 26 -5 -27 -28 -30
right_child=-2 2 3 4 5 6 8 10 -10 -11 12 14 20 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 27 28 -29 29 -31
leaf_value=10.053251643981676 -65.831546533021964 5261.2275806439229 -3953.1369385215276 -42780.156605148317 34308.739132094459 -40993.636013454867 115373.97011161473 -32422.312090331801 15696.083213625672 191720.50212339743 40985.439869582624 -145958.48802586412 -93430.689216941551 -9717.531776161366 32353.608830492427 -87089.490921336212 -12885.581768671203 -56988.387407226561 24574.262370257511 199427.01340401787 4700.6433901186347 364085.25875000004 142116.64389508902 -141586.16197916667 -3130.8752196988098 -18954.464555718419 35349.552593085107 26337.152031582449 155716.02779637897 431498.60980113636
leaf_weight=1222775 3045404 17792 4683 192 955 180 92 1058 93 39 327 165 135 892 33 87 813 160 856 35 162 30 38 27 14611 539 47 5796 126 22
leaf_count=1222775 3045404 17792 4683 192 955 180 92 1058 93 39 327 165 135 892 33 87 813 160 856 35 162 30 38 27 14611 539 47 5796 126 22
internal_value=0 157.519 3764.95 8211.4 12637 1205.24 26897.3 -8897.33 112242 11715.5 -29663.7 -45635.6 2484.94 20531.5 -116240 7931.04 12606.8 9357.04 19268.6 31442.8 -39904.5 168359 240044 1357.99 1477.1 24545.4 58296.7 22483.6 157819 196711
internal_weight=0 1.27276e+06 49985 17555 12872 5258 1484 3774 253 1894 1880 1256 624 7614 198 1855 1768 1231 1071 891 297 160 68 32430 32403 6722 387 6335 195 148
internal_count=4318164 1272760 49985 17555 12872 5258 1484 3774 253 1894 1880 1256 624 7614 198 1855 1768 1231 1071 891 297 160 68 32430 32403 6722 387 6335 195 148
is_linear=0
shrinkage=0.1


Tree=1162
num_leaves=31
num_cat=0
split_feature=5 2 0 2 0 1 0 5 0 4 0 3 2 1 5 2 5 3 1 5 3 0 5 0 5 2 5 0 5 2
split_gain=4.41665e+12 1.71233e+13 5.86335e+13 8.42968e+13 8.65857e+13 9.14878e+13 6.5494e+13 5.76064e+13 7.21372e+13 4.57161e+13 3.90817e+13 4.10463e+13 3.83539e+13 4.18377e+13 4.58239e+13 3.94985e+13 3.57801e+13 4.22734e+13 3.50041e+13 5.83176e+13 3.43557e+13 3.28041e+13 3.47609e+13 3.14117e+13 3.0595e+13 3.04097e+13 2.89631e+13 2.61461e+13 3.47728e+13 7.5968e+13
threshold=100.05000000000001 20.500000000000004 55.777112100000004 21.500000000000004 45.047272400000004 38.950530550000003 45.055827000000008 107.05000000000001 57.147575200000006 3.5000000000000004 60.042666650000008 24.500000000000004 23.500000000000004 38.969379750000009 125.85000000000001 24.500000000000004 105.35000000000001 24.500000000000004 82.897133550000021 103.45000000000002 26.500000000000004 45.112033650000008 125.85000000000001 60.052595500000002 114.05000000000001 23.500000000000004 161.85000000000002 51.369916400000001 125.85000000000001 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 12 8 16 24 11 -10 13 14 -5 -14 -4 -18 19 -6 23 -21 -23 26 -7 -13 -9 28 -8 -30
right_child=1 2 7 6 18 9 27 20 10 -11 -12 25 15 -15 -16 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=17.011460961882985 -815.56898522189624 -23894.396666666667 -31276.114485351562 -95065.380059523814 180509.41069808468 121298.07829811791 106892.41144701088 -30504.882559098871 53874.899956597226 52450.373295454541 -26647.883366935486 233004.4259635417 49682.957634943188 -103493.66146537162 109249.01351902174 -55741.386629971596 -41546.00191824777 118660.06066894531 -11731.158966619318 -40945.853154721466 4680.8569547620127 20680.915384928387 123506.55121264649 78986.561002604169 264678.4091032609 76105.289136904757 -96999.390124678946 10353.115583682744 -131887.1749248798 69500.501568330219
leaf_weight=4199349 115145 30 200 21 31 22 69 638 81 22 31 30 77 111 23 66 28 40 132 46 346 96 50 24 46 21 73 1223 26 67
leaf_count=4199349 115145 30 200 21 31 22 69 638 81 22 31 30 77 111 23 66 28 40 132 46 346 96 50 24 46 21 73 1223 26 67
internal_value=0 -601.246 6123.06 16703.2 53905.9 127340 6203.28 -8977.38 21935.1 177752 74393.4 98122.8 -36324.8 -70783.5 11735.3 1025.57 -9970.55 52692.9 29083 53242.1 -21302.3 32693.7 55895.2 -33533.9 218291 168399 -37332 15353.7 53105.2 13198.6
internal_weight=0 118815 3670 2158 475 120 1683 1512 431 90 163 132 298 155 44 143 268 68 355 223 1081 192 146 735 68 51 711 1385 162 93
internal_count=4318164 118815 3670 2158 475 120 1683 1512 431 90 163 132 298 155 44 143 268 68 355 223 1081 192 146 735 68 51 711 1385 162 93
is_linear=0
shrinkage=0.1


Tree=1163
num_leaves=31
num_cat=0
split_feature=1 3 3 0 0 0 1 1 1 0 4 1 0 4 5 0 2 5 5 0 5 0 5 2 0 5 3 4 1 5
split_gain=4.26539e+12 2.22694e+13 6.84659e+13 1.24681e+14 1.36318e+14 2.02282e+14 1.12716e+14 7.27587e+13 6.77124e+13 8.66848e+13 6.23288e+13 5.09042e+13 1.56647e+14 6.31206e+13 5.89841e+13 3.63881e+13 3.55159e+13 7.10051e+13 8.07572e+13 1.18145e+14 9.6307e+13 6.71867e+13 6.71299e+13 6.66233e+13 6.53148e+13 5.58049e+13 1.06252e+14 1.05229e+14 1.93417e+14 8.7651e+13
threshold=30.305955500000003 14.500000000000002 13.500000000000002 60.052595500000002 59.950068600000009 59.904813200000007 30.207352000000004 30.243224600000001 30.226173900000003 59.853570100000006 3.5000000000000004 30.278357500000002 59.963407450000012 2.5000000000000004 68.52500000000002 60.003414000000006 6.5000000000000009 84.030000000000015 80.815000000000012 59.939091550000008 81.00500000000001 60.003414000000006 132.05000000000004 8.5000000000000018 54.708501450000007 61.020000000000003 8.5000000000000018 1.5000000000000002 30.259484550000003 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 5 8 -5 -8 10 -10 -4 13 -13 14 -6 -14 -1 18 24 20 -20 -21 -19 -24 -18 -26 -27 28 -28 -30
right_child=-2 -3 3 6 11 -7 7 -9 9 -11 -12 12 15 -15 -16 -17 17 22 19 21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-1138.8749636463542 20.305429596171365 -2016.1203383961176 1784.0022392437402 137078.77668737192 -9396.019663925068 95749.749756745703 -59522.643842516445 44295.109198927727 -11320.301833625463 120219.44110751066 -131607.81545138892 -171474.13968373495 107750.51076423892 -66190.991629872427 95331.388793103455 -27726.841548295455 -16024.923352665839 24007.313309391244 -141220.98898982556 -167034.74588975694 20843.010040650886 -34773.459567397389 -70701.784218750006 37852.525182145364 568.43189687457539 -31506.055955889071 32415.848244535006 12940.544743940714 345924.86496212124 97688.533437500009
leaf_weight=81591 4145141 61400 1299 122 739 303 76 604 92 110 36 83 31 188 58 55 1816 2345 43 90 249 67 155 89 15464 513 208 5139 33 25
leaf_count=81591 4145141 61400 1299 122 739 303 76 604 92 110 36 83 31 188 58 55 1816 2345 43 90 249 67 155 89 15464 513 208 5139 33 25
internal_value=0 -486.461 354.953 13554.6 4174.67 21073 48571.2 32691.9 6351.47 60310.3 -1813.08 -22769 -73473.8 -14069.4 -1774.7 21108 -109.733 3090.78 1369.41 -40636 -3022.58 -110592 18813.2 -31106.2 2182.43 3728.81 11987 16115 77444.5 238926
internal_weight=0 173023 111623 3796 2994 1840 802 680 1537 202 1335 1154 169 985 797 86 107827 26236 23647 449 292 157 2589 244 23198 21382 5918 5405 266 58
internal_count=4318164 173023 111623 3796 2994 1840 802 680 1537 202 1335 1154 169 985 797 86 107827 26236 23647 449 292 157 2589 244 23198 21382 5918 5405 266 58
is_linear=0
shrinkage=0.1


Tree=1164
num_leaves=31
num_cat=0
split_feature=0 3 5 3 2 5 5 3 5 1 5 2 5 6 1 1 6 1 3 3 1 1 1 1 1 1 5 0 1 1
split_gain=4.26477e+12 5.73954e+13 4.71893e+13 3.58198e+13 6.64027e+13 7.21917e+13 1.19427e+14 5.09629e+13 3.74574e+13 3.31212e+13 3.24341e+13 4.67137e+13 6.42344e+13 5.82026e+13 5.6791e+13 3.33229e+13 3.01412e+13 6.64336e+13 3.73783e+13 4.44458e+13 2.76454e+13 1.35465e+14 5.82909e+13 6.15083e+13 5.26628e+13 5.86066e+13 4.87373e+13 3.83941e+13 7.62035e+13 7.22752e+13
threshold=61.785186750000001 5.5000000000000009 73.405000000000015 8.5000000000000018 6.5000000000000009 93.00500000000001 88.015000000000015 6.5000000000000009 125.85000000000001 30.502469200000004 90.015000000000015 7.5000000000000009 92.035000000000011 1.5000000000000002 114.17164950000002 34.359746700000009 1.5000000000000002 40.810045900000013 3.5000000000000004 4.5000000000000009 52.395917250000004 39.969502550000009 54.845880150000006 65.659480050000013 39.753614400000011 35.911716050000003 69.015000000000015 63.563300600000012 33.101335500000005 33.101335500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 6 7 -4 10 -2 -5 12 14 -14 -12 -15 17 18 -11 -20 21 24 -22 26 25 27 -24 28 -18 -29
right_child=1 2 3 8 -6 -7 -8 -9 -10 16 11 -13 13 15 -16 -17 20 -19 19 -21 22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=8.268981185269169 -127053.68920454546 2177.5024926401857 3211.4614979619564 22351.857305093377 -109032.94375000001 -13600.964077524039 332139.80591032607 153748.41650390625 91366.488898689524 -16742.831418918042 -24712.061931818185 42654.195063828935 -134443.25554809571 -75341.595263671872 -243016.35997596156 40367.75540466309 -63189.151646450118 -49566.080809202984 105551.47193777902 26582.986417809312 8286.2539750077103 -34089.922776159532 -11970.791585594035 1751.5264560119203 61907.319966406249 -80372.753996930813 -46921.586039570997 10517.772638995617 4937.3361721425663 -36893.917355865793
leaf_weight=4288474 22 9045 46 794 20 52 23 44 62 94 22 97 32 32 26 112 171 109 112 196 3800 1740 3051 3859 125 98 459 549 4122 776
leaf_count=4288474 22 9045 46 794 20 52 23 44 62 94 22 97 32 32 26 112 171 109 112 196 3800 1740 3051 3859 125 98 459 549 4122 776
internal_value=0 -1194.39 4790.53 22143.5 63048.5 83906.8 128778 76807.3 15714.1 -4424.43 11507.5 -15316.4 -40419.7 -12454.1 -142960 14654.6 -4284.36 19678.1 38453.2 55298.8 -4937.42 -9598.16 -1773.93 -6961.7 -2302.21 -3706.37 -16541.3 -2369 2223.7 -17249.4
internal_weight=0 29690 10407 1362 185 165 113 90 1177 19283 1115 321 224 176 48 144 19261 511 402 308 18750 7581 11169 7369 5841 5716 3510 5618 4293 1325
internal_count=4318164 29690 10407 1362 185 165 113 90 1177 19283 1115 321 224 176 48 144 19261 511 402 308 18750 7581 11169 7369 5841 5716 3510 5618 4293 1325
is_linear=0
shrinkage=0.1


Tree=1165
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 3 5 1 5 0 5 1 1 3 0 0 4 3 3 1 4 5 0 0 1 6 1 1 0
split_gain=4.22184e+12 3.88606e+13 7.81705e+13 8.16385e+13 9.54623e+13 9.55896e+13 8.4479e+13 7.1602e+13 8.33025e+13 7.00112e+13 7.72425e+13 7.58218e+13 6.88959e+13 1.30398e+14 9.43998e+13 9.43661e+13 7.55494e+13 2.04445e+14 1.37013e+14 7.96481e+13 7.12257e+13 6.54097e+13 7.23847e+13 1.22415e+14 1.31243e+14 6.54413e+13 6.5031e+13 9.13843e+13 1.48378e+14 6.42456e+13
threshold=56.758269450000007 56.876792350000009 61.284352600000013 53.140944450000006 37.098288800000006 10.500000000000002 23.500000000000004 60.005000000000003 60.695889550000011 48.510000000000012 56.791364150000007 109.05000000000001 60.08989780000001 60.479177250000006 4.5000000000000009 56.831297550000009 56.802385350000009 2.5000000000000004 6.5000000000000009 22.500000000000004 53.243495500000009 1.5000000000000002 46.010000000000012 56.863241500000008 56.802385350000009 60.479177250000006 1.5000000000000002 60.55755580000001 60.648383500000008 56.863241500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 21 12 -8 11 -11 15 14 -14 -9 18 19 26 29 -17 22 -5 24 -24 -23 -15 -28 -29 -18
right_child=1 -3 -4 6 -6 -7 9 8 -10 10 -12 -13 13 16 -16 20 17 -19 -20 -21 -22 25 23 -25 -26 -27 27 28 -30 -31
leaf_value=-51.415945222629574 21437.801375879764 -96.607215176982578 -17893.667588013697 3936.9880019638058 -24589.861114384912 -6662.0077561883318 3307.0449031555349 -34228.711954624443 -18564.024268832276 -17752.997406970939 -3162.5357612754351 -101782.18348113738 100435.32666820582 -20753.149916992188 15955.692955029104 13538.051478743713 34086.153376952097 7336.6341977378797 -1646.7050127892571 105349.15978555485 -12354.613194925329 5862.0872875526366 -1787.3639072045351 -45438.209141710075 45919.924940705256 -3000.9386968794465 95333.231792480467 -28070.057959193942 100503.04020895762 -13246.747455285371
leaf_weight=3399081 1483 769439 2016 35685 2301 6591 10868 762 1161 3295 10508 111 276 140 254 2827 3679 12205 7975 147 1702 11460 931 252 1515 30510 300 233 146 311
leaf_count=3399081 1483 769439 2016 35685 2301 6591 10868 762 1161 3295 10508 111 276 140 254 2827 3679 12205 7975 147 1702 11460 931 252 1515 30510 300 233 146 311
internal_value=0 190.154 1664.62 1931.71 -6621.52 -1500.75 2578.25 3742.81 7733.69 -2707 -7404.48 -20491.5 8719.95 10861.9 59948.9 -1670.34 9826.88 13848.6 2353.33 33060.1 3807.58 2147.61 5131.06 20924.5 27761.5 -580.87 41303.6 54098.8 21459.4 30396.8
internal_weight=0 919083 149644 147628 10375 8074 137253 112471 32118 24782 13914 3406 30957 25666 530 5291 25136 16342 8794 4137 4529 80353 38383 2698 2446 41970 819 679 379 3990
internal_count=4318164 919083 149644 147628 10375 8074 137253 112471 32118 24782 13914 3406 30957 25666 530 5291 25136 16342 8794 4137 4529 80353 38383 2698 2446 41970 819 679 379 3990
is_linear=0
shrinkage=0.1


Tree=1166
num_leaves=31
num_cat=0
split_feature=1 1 5 0 6 1 3 0 5 0 3 1 0 0 0 3 0 5 0 0 1 1 0 0 3 0 3 0 2 5
split_gain=4.33668e+12 5.44109e+13 5.65713e+13 6.6615e+13 7.6098e+13 7.26784e+13 8.38265e+13 6.89015e+13 5.91698e+13 7.17836e+13 5.19623e+13 1.00968e+14 1.78566e+14 1.30488e+14 1.02281e+14 1.01894e+14 7.68413e+13 8.91703e+13 7.61163e+13 1.02011e+14 7.75395e+13 7.17767e+13 6.96444e+13 6.81623e+13 8.17371e+13 6.57157e+13 6.54884e+13 6.53244e+13 5.95323e+13 5.80339e+13
threshold=38.422276900000007 38.096381250000007 110.05000000000001 55.551692500000009 1.5000000000000002 38.233559750000005 7.5000000000000009 56.281985950000006 52.710000000000008 45.254062050000009 11.500000000000002 38.233559750000005 55.924336300000007 55.777112100000004 55.745923000000012 21.500000000000004 55.388132500000005 90.015000000000015 56.320495600000008 56.24640500000001 38.151577750000008 38.151577750000008 55.727011600000004 55.708120100000009 18.500000000000004 56.338501050000012 15.500000000000002 55.349623500000007 7.5000000000000009 67.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 6 7 -6 -3 -10 16 13 22 14 23 29 -11 25 19 -15 -20 -21 27 24 -12 -18 -22 -13 -19 -14
right_child=-2 2 3 4 5 -7 -8 -9 9 10 11 12 15 18 -16 -17 17 28 20 21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=22.821317218175352 -64.785846780100599 1222.9076794821092 -87655.028168706296 -145220.96310763891 -5689.5386296452707 104506.44851810516 -46686.206144246018 202228.04137834822 -11335.959293250668 2860.0295085194139 33342.89311101973 -157655.15684523812 94681.110628094058 -26963.497130502557 172551.17073066908 14117.02771232359 22430.09472400555 53195.461804288323 39959.47091721755 -132520.14667730566 -83912.986855031486 29118.831285511365 -58421.730451888492 -78014.920790703356 -10352.357609438957 -7258.5199249125963 11124.032529111453 20518.979342800671 168976.34505454008 211710.11424175944
leaf_weight=1222775 3045404 32430 143 36 37 63 202 28 1648 3564 929 21 101 1040 39 93 5520 274 299 164 134 33 139 86 794 862 158 1022 53 73
leaf_count=1222775 3045404 32430 143 36 37 63 202 28 1648 3564 929 21 101 1040 39 93 5520 274 299 164 134 33 139 86 794 862 158 1022 53 73
internal_value=0 155.017 3388.89 -29778.9 -7166.09 7894.44 -14901.7 83875 3730.12 8500.08 10623.1 2398.49 24754.7 -6413.84 12324.7 98616.2 14726.1 21029.7 -25357.4 -39461.9 4164.36 -105444 8070.24 8870.37 13207.1 18420.1 -32488.8 16931.6 71961.2 143779
internal_weight=0 1.27276e+06 49985 509 366 330 267 65 49476 17046 15398 5125 1449 3676 1848 267 10273 6709 1828 1237 591 197 1182 1809 1723 6382 292 1043 327 174
internal_count=4318164 1272760 49985 509 366 330 267 65 49476 17046 15398 5125 1449 3676 1848 267 10273 6709 1828 1237 591 197 1182 1809 1723 6382 292 1043 327 174
is_linear=0
shrinkage=0.1


Tree=1167
num_leaves=31
num_cat=0
split_feature=0 4 5 0 3 5 5 1 1 3 1 3 3 1 0 3 1 2 1 0 1 0 3 2 3 1 1 1 4 5
split_gain=4.54412e+12 2.15507e+13 4.0084e+13 6.49938e+13 4.20796e+13 4.16108e+13 4.6678e+13 2.06574e+14 1.20114e+14 8.50296e+13 5.61901e+13 4.43305e+13 4.42989e+13 5.58623e+13 4.11631e+13 3.99968e+13 3.89491e+13 6.39842e+13 3.70294e+13 3.5899e+13 3.81724e+13 7.43857e+13 3.74637e+13 3.66165e+13 3.30975e+13 3.46285e+13 3.27203e+13 7.04139e+13 6.28074e+13 5.01954e+13
threshold=45.098908000000009 3.5000000000000004 114.05000000000001 45.073740550000004 16.500000000000004 123.15000000000002 132.05000000000004 38.969379750000009 38.984911950000004 9.5000000000000018 38.058342000000003 18.500000000000004 14.500000000000002 38.058342000000003 45.013473000000012 15.500000000000002 37.792847950000002 1.5000000000000002 38.058342000000003 45.055827000000008 41.950906500000009 43.465905150000005 10.500000000000002 8.5000000000000018 8.5000000000000018 39.011252750000004 38.959914000000005 38.984911950000004 4.5000000000000009 87.395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 26 19 7 9 15 10 -7 -10 13 -11 -14 -9 17 -8 -18 20 21 -4 -22 -21 25 -5 29 28 -28 -3
right_child=-2 2 3 24 -6 6 16 8 11 12 -12 -13 14 -15 -16 -17 18 -19 -20 23 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=165.35443317706043 -39.461372452125026 6614.7079268160733 -224625.13660714286 -162816.44274553572 50061.541712421204 -19082.122530955192 173093.60729166667 96809.396354166674 48295.256663815446 -38543.458333333336 171030.57780539774 -91451.077604166669 -162378.24018012153 -247179.70696022731 -20021.382841082319 239679.3048010538 -121291.48912037036 17661.167427319553 -3676.4307857257809 87087.050658765889 -6493.8612666521421 -33092.715480588129 121872.97275000002 -44450.437073863635 -5695.0736027644234 -39075.042073567711 35654.508284989257 7205.6835687842386 177781.05805223639 -27767.153300422448
leaf_weight=542244 3761543 1320 21 49 233 53 30 36 419 21 22 24 27 33 82 43 27 226 3119 59 251 589 25 33 52 42 538 6344 33 626
leaf_count=542244 3761543 1320 21 49 233 53 30 36 419 21 22 24 27 33 82 43 27 226 3119 59 251 589 25 33 52 42 538 6344 33 626
internal_value=0 266.673 4088 -2839.69 8112.52 -989.646 3371.89 25778 60981.3 -51432.7 36684.3 40724.3 -91977.4 -166043 -55284.1 174574 -1633.58 35875.9 -4685.84 -19550.7 -25724.5 -39686.5 5133.57 39905.1 -69337.8 -105705 7009.47 10233.1 43868.5 -4445.44
internal_weight=0 556621 14377 5283 9094 5140 4162 760 522 238 75 443 163 54 109 79 3402 256 3146 978 886 610 276 92 143 91 8861 6915 571 1946
internal_count=4318164 556621 14377 5283 9094 5140 4162 760 522 238 75 443 163 54 109 79 3402 256 3146 978 886 610 276 92 143 91 8861 6915 571 1946
is_linear=0
shrinkage=0.1


Tree=1168
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 3 0 3 2 4 3 3 1 1 0 5 2 5 6 5 1 1 1 1 1 2 0 5 0 4
split_gain=4.55047e+12 2.44682e+13 2.94018e+13 5.32619e+13 3.23262e+13 3.92373e+13 3.04765e+13 3.74396e+13 2.68722e+13 2.53779e+13 2.43385e+13 2.27875e+13 4.75717e+13 1.59984e+14 1.3133e+14 8.39791e+13 6.27395e+13 6.24718e+13 6.03003e+13 1.15384e+14 6.15092e+13 5.79841e+13 5.66972e+13 8.57143e+13 7.58216e+13 1.27864e+14 6.53485e+13 5.81448e+13 9.02862e+13 5.71121e+13
threshold=64.020000000000024 63.855000000000011 30.346469350000003 30.388336800000001 30.332994000000003 22.500000000000004 59.846652800000008 8.5000000000000018 21.500000000000004 3.5000000000000004 10.500000000000002 5.5000000000000009 37.533784800000006 37.597123000000003 55.551692500000009 86.810000000000016 1.5000000000000002 69.610000000000014 1.5000000000000002 107.05000000000001 65.659480050000013 37.457850350000008 37.314272700000011 37.275078000000001 37.328003200000005 1.5000000000000002 55.674875350000008 120.05000000000001 55.576287050000012 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 6 8 -6 -4 -8 -3 -1 -11 12 15 14 -14 -2 -16 -18 19 -15 -21 22 23 -17 25 -24 -25 -26 -29 -27
right_child=11 2 3 -5 5 -7 7 -9 -10 10 -12 -13 13 18 16 21 17 -19 -20 20 -22 -23 24 26 27 29 -28 28 -30 -31
leaf_value=7.0827083677423062 -8544.3333994540571 10212.92162559891 12684.91559860642 2209.5927799704887 103927.07196059992 -31624.534550107761 -132665.25089133525 -35674.636810302734 119175.87275815218 5433.3145196157084 -19209.137162615305 30.241418661610581 -13343.20194822039 10615.685732393826 100730.97213574848 2325.1134179363326 -28064.963981119796 54319.001662919254 -1407.6855880147352 -13793.057140562571 -88133.127241290989 -43317.913911738709 -80894.536126893945 -29911.230027901784 -1752.7075148622637 182689.86566051136 -192799.17265625001 -6089.4678821491752 185385.25430536686 24850.490678553429
leaf_weight=3315528 20578 1419 74 41214 81 29 55 144 23 11712 415 784089 392 9079 233 10393 111 539 119581 1269 122 274 33 70 451 88 38 53 46 31
leaf_count=3315528 20578 1419 74 41214 81 29 55 144 23 11712 415 784089 392 9079 233 10393 111 539 119581 1269 122 274 33 70 451 88 38 53 46 31
internal_value=0 54.4254 2423.51 1917.98 15937 68190.7 -42106.4 -62481.1 11950.9 23.7843 4590.02 -193.622 -1267.98 -424.941 34825.5 -4721.81 56209.6 40250.4 -770.531 6506.61 -20313.2 2131.89 3243.49 1404.13 30757.9 93273.4 -87223.7 13480.9 82878.6 141572
internal_weight=0 3.37069e+06 43039 41487 1552 110 273 199 1442 3.32766e+06 12127 947470 163381 131326 1275 32055 883 650 130051 10470 1391 11477 11203 10501 702 152 108 550 99 119
internal_count=4318164 3370694 43039 41487 1552 110 273 199 1442 3327655 12127 947470 163381 131326 1275 32055 883 650 130051 10470 1391 11477 11203 10501 702 152 108 550 99 119
is_linear=0
shrinkage=0.1


Tree=1169
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 0 5 1 0 0 3 5 5 3 6 0 5 3 5 0 3 0 4 3 5 5 0 1
split_gain=4.75226e+12 7.71483e+13 1.3419e+14 3.20158e+14 2.05282e+14 1.35089e+14 2.6529e+14 2.02169e+14 2.6051e+14 2.43009e+14 1.81861e+14 3.44613e+14 1.49466e+14 1.47381e+14 1.2841e+14 1.27197e+14 2.40629e+14 1.63084e+14 1.22446e+14 1.14468e+14 1.33042e+14 1.14919e+14 1.33991e+14 1.49783e+14 1.10775e+14 1.3573e+14 1.0896e+14 1.10102e+14 1.04114e+14 1.02747e+14
threshold=37.39371280000001 37.436176200000013 55.860536450000005 55.734663800000007 12.500000000000002 55.619594000000006 55.518428350000008 55.645049100000001 91.050000000000011 37.417247200000006 55.664473600000008 55.719391050000006 19.500000000000004 65.905000000000015 24.010000000000002 25.500000000000004 1.5000000000000002 55.820531900000013 37.005000000000003 11.500000000000002 27.010000000000002 55.701368300000006 12.500000000000002 55.68356880000001 1.5000000000000002 27.500000000000004 60.005000000000003 51.405000000000008 55.701368300000006 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 14 9 10 18 19 -13 24 -7 16 17 -6 -9 28 -21 22 -22 -24 -11 -26 27 -18 -12 -16
right_child=1 -3 -4 4 15 7 -8 8 -10 13 11 12 -14 -15 29 -17 26 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=249.14957912812429 -9840.1742132423624 1.2907328543498826 -15167.075774215684 -5579.9123581056774 96111.462137817522 22472.123017222293 37302.06617862956 43780.397077075613 99363.170728439582 21062.69403546986 52495.422586495537 -35013.924079165103 49999.872814145296 49796.856995853937 -59607.694782044615 -6439.9355793317163 23251.72248419539 25418.568095120248 -14051.889879757839 13352.118074218752 -371329.39976851852 -80769.573538932949 -56091.802717565319 -206928.33170891611 -28440.324913174929 75386.346955043249 48880.499814532814 -33380.352683247002 -81564.613394775399 -24368.389320426977
leaf_weight=650275 3544 3632198 9081 2458 903 494 1800 454 244 1520 112 439 391 847 1009 768 908 511 1891 100 27 522 122 143 1251 140 743 552 120 4597
leaf_count=650275 3544 3632198 9081 2458 903 494 1800 454 244 1520 112 439 391 847 1009 768 908 511 1891 100 27 522 122 143 1251 140 743 552 120 4597
internal_value=0 -44.1714 -4670.76 -1088.75 17553.9 -7542.51 6038.57 -12574.6 -2438.85 -5513.45 -21687.5 -44036.3 5034.74 13083.7 -26404 30521.4 38369.5 70564 -2855.36 -79576.5 -95499.3 -108872 -159109 -137487 2401.42 -17990.5 17705.3 1840.14 -16846 -30711
internal_weight=0 3.66789e+06 35691 26610 6843 19767 5344 14423 8323 8079 4321 1976 830 3758 6100 4385 3617 1414 2345 1146 914 814 292 265 2911 1391 2203 1460 232 5606
internal_count=4318164 3667889 35691 26610 6843 19767 5344 14423 8323 8079 4321 1976 830 3758 6100 4385 3617 1414 2345 1146 914 814 292 265 2911 1391 2203 1460 232 5606
is_linear=0
shrinkage=0.1


Tree=1170
num_leaves=31
num_cat=0
split_feature=5 6 5 3 0 0 0 0 0 0 3 2 1 4 0 1 1 1 0 0 3 0 4 0 5 3 2 1 1 5
split_gain=4.48024e+12 2.2515e+13 4.15974e+13 4.50144e+13 4.46608e+13 5.61124e+13 7.70726e+13 2.02852e+14 1.2285e+14 6.56563e+13 5.54763e+13 5.09238e+13 5.6263e+13 4.525e+13 3.46764e+13 5.3375e+13 4.45872e+13 8.95227e+13 7.68968e+13 5.09764e+13 6.01017e+13 3.4252e+13 3.68658e+13 5.76135e+13 4.17975e+13 4.74112e+13 3.28482e+13 5.7888e+13 1.02629e+14 9.63618e+13
threshold=88.015000000000015 1.5000000000000002 93.00500000000001 8.5000000000000018 53.973051950000006 55.07108800000001 55.576287050000012 55.619594000000006 55.591389050000011 55.039751500000008 9.5000000000000018 4.5000000000000009 37.457850350000008 1.0000000180025095e-35 55.518428350000008 39.047276750000002 37.582182450000005 37.542000650000013 55.56564190000001 55.535913550000011 24.500000000000004 44.732363600000006 2.5000000000000004 45.022371150000005 89.00500000000001 17.500000000000004 4.5000000000000009 53.140944450000006 39.262370300000008 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 9 14 8 -8 -6 -5 -10 -13 -11 15 -7 17 -16 -19 20 -18 -12 23 -23 25 -24 -4 28 -28 -29
right_child=1 -3 26 4 5 6 7 -9 11 13 21 12 -14 -15 16 -17 19 18 -20 -21 -22 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=24.251292748050382 8798.9493529208685 139.86658857449333 -4232.624840210512 30124.468443017799 -2987.3475623928193 67406.435057291674 -5540.0675106095687 -6441.1612174867278 50641.06841216216 -24092.838723169192 -1248.881448313007 333413.75293898815 148494.96957236843 49658.321966189571 -45811.786788190424 -21887.54659496326 -65013.881965564542 108974.78031770834 -93538.550414062513 -120548.93672910747 124128.42979910714 -100441.15080357144 -34577.98894331952 41693.066218864144 -37714.926127311002 29001.202444661463 4568.0650826452857 4184.8690935024279 -11344.266536932577 34522.238094334723
leaf_weight=4086520 1863 173963 13504 223 1074 75 81 10469 37 99 655 21 76 521 472 623 84 75 25 132 21 35 245 154 1757 225 10951 6501 6435 1248
leaf_count=4086520 1863 173963 13504 223 1074 75 81 10469 37 99 655 21 76 521 472 623 84 75 25 132 21 35 245 154 1757 225 10951 6501 6435 1248
internal_value=0 -427.826 -2139.96 -5965.33 -7566.46 -5083.02 -7452.72 -4466.51 91685 11970.7 -18034.7 150455 188529 37881.9 -28623.7 -12292.9 -42713.8 -27602.3 58346.4 -79185.4 -27185.4 -21531.8 -27030.7 15371.9 -30629.3 -4141.14 -254.749 1882.4 -1321.49 9070.79
internal_weight=0 231644 57681 19042 17179 13885 12191 10684 215 1694 3294 134 97 620 1507 698 809 572 100 237 105 3071 2416 189 2227 470 38639 25135 17386 7749
internal_count=4318164 231644 57681 19042 17179 13885 12191 10684 215 1694 3294 134 97 620 1507 698 809 572 100 237 105 3071 2416 189 2227 470 38639 25135 17386 7749
is_linear=0
shrinkage=0.1


Tree=1171
num_leaves=31
num_cat=0
split_feature=5 5 5 1 3 1 0 3 1 1 0 1 0 4 0 0 1 1 3 4 6 1 3 6 3 5 0 0 5 3
split_gain=4.45463e+12 6.64874e+13 5.1517e+13 4.14398e+13 4.12019e+13 3.35786e+13 3.16009e+13 2.74309e+13 4.94448e+13 4.37456e+13 4.26342e+13 2.99856e+13 2.87664e+13 2.57818e+13 2.49595e+13 8.96275e+13 1.39639e+14 1.00761e+14 6.70165e+13 6.60139e+13 1.34803e+14 9.53048e+13 9.17866e+13 8.66266e+13 5.88708e+13 5.71209e+13 5.27777e+13 6.52629e+13 4.95166e+13 4.66636e+13
threshold=32.475000000000001 32.355000000000011 33.57500000000001 38.096381250000007 25.500000000000004 30.451272450000005 60.042666650000008 5.5000000000000009 83.011163250000024 83.002084650000015 55.416472000000006 83.001620750000015 55.86787755000001 5.5000000000000009 55.885524800000006 55.576287050000012 37.832345550000007 37.777459000000007 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 37.342273500000012 20.500000000000004 1.5000000000000002 2.5000000000000004 28.035000000000004 55.674875350000008 55.619594000000006 31.990000000000006 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 -2 -5 9 10 11 -9 -12 14 15 18 17 19 -1 23 -21 -22 24 29 -23 -19 27 -26 -28 -17
right_child=2 -3 -4 7 -6 -7 -8 8 -10 -11 12 -13 -14 -15 -16 16 -18 25 -20 20 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=426.24299606984408 5990.5250328133543 -5993.5842033735944 -23.225830372877624 909.68233451200251 23531.874141904533 -4206.5552207420724 -10481.946844489037 4083.4097755802595 -3423.0769747654117 20578.603580006344 18301.667381888918 -8486.2039535891745 7437.8540049744915 -105921.73315217391 -1063.8782691295075 21525.417305130235 -683.4109241464439 15798.178041264648 -3489.3132301539445 173.92484759371928 -1556.3944979369862 -106973.74116753472 64847.882947460937 -2464.6309563643385 9615.4613442839473 49589.748679452438 22320.874330812698 52015.000641017941 1475.0208955197988 3194.5493055301054
leaf_weight=197705 7347 19569 3709212 25977 664 17592 1384 23323 6119 2016 3201 2066 10217 23 161093 2873 38496 1250 56119 6647 1899 36 500 11846 556 834 4318 1046 1548 2688
leaf_count=197705 7347 19569 3709212 25977 664 17592 1384 23323 6119 2016 3201 2066 10217 23 161093 2873 38496 1250 56119 6647 1899 36 500 11846 556 834 4318 1046 1548 2688
internal_value=0 -277.837 37.1298 2277.95 -1069.82 -1690.4 3379.38 3516.95 4959.77 6216.29 5470.17 3060.57 10029.5 -49.3248 -44.3498 455.828 3504.6 7977.89 -439.464 6668.01 11189.9 18583.9 23362.3 2368.79 20598 29321.3 21213 37299.6 16819.8 12664.9
internal_weight=0 509046 3.80912e+06 99906 26987 26323 8731 72919 46942 40823 38807 25389 13418 489477 489454 328361 74537 36041 253824 33957 16550 9903 8004 17407 7504 2084 7468 1602 5866 5561
internal_count=4318164 509046 3809118 99906 26987 26323 8731 72919 46942 40823 38807 25389 13418 489477 489454 328361 74537 36041 253824 33957 16550 9903 8004 17407 7504 2084 7468 1602 5866 5561
is_linear=0
shrinkage=0.1


Tree=1172
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 5 0 5 5 2 5 0 0 5 0 5 0 5 5 6 5 1 0 3 5 5 5 0 5 2
split_gain=4.42051e+12 1.90944e+13 2.4153e+13 3.59899e+13 2.25308e+13 4.29043e+13 2.32323e+13 1.95224e+13 1.86116e+13 2.85147e+13 3.56609e+13 1.87059e+13 2.12056e+13 2.63021e+13 2.26215e+13 2.07053e+13 2.05448e+13 1.98565e+13 1.84712e+13 1.73599e+13 1.68867e+13 1.68788e+13 3.28428e+13 3.6642e+13 3.98602e+13 2.94005e+13 2.87083e+13 2.64945e+13 2.36683e+13 2.69888e+13
threshold=1.0000000180025095e-35 82.784560750000011 82.95335685000002 82.957885500000017 55.034903650000011 33.57500000000001 54.947737500000009 177.02500000000003 110.05000000000001 2.5000000000000004 123.15000000000002 54.940316550000006 55.078308950000007 107.05000000000001 55.099723300000008 70.50500000000001 55.110554300000004 39.355000000000011 41.365000000000002 1.5000000000000002 128.92000000000004 82.981501350000016 54.986619450000006 19.500000000000004 61.845000000000006 150.04500000000004 120.05000000000001 55.099723300000008 73.405000000000015 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 8 11 20 -11 17 13 -13 -14 18 -17 -3 -16 -12 -10 22 28 24 -24 26 -23 -26 -5 -30
right_child=-2 2 3 21 -6 6 -8 -9 9 10 19 12 14 -15 15 16 -18 -19 -20 -21 -22 25 23 -25 27 -27 -28 -29 29 -31
leaf_value=-526.76372680159363 -24.775332407859608 585.61099570430486 21191.07620891885 1963.8544518772608 -27657.78190696023 -17632.473652868677 17764.467908866452 98646.76811079547 100369.18033854167 -108032.97630594546 69462.333877840909 7484.0123017332553 -20048.826634368623 110150.62892187502 2150.2596167904899 80128.424926757812 -23964.251301369863 -23571.860000323039 27693.613741153411 -33307.328197115385 -24047.247968750002 37.05904814308348 16245.613837964991 2153.0988946725074 82600.544218214898 90389.442599826391 -99479.399137931046 -32872.670728600548 27593.998655686937 -26555.282784960578
leaf_weight=114667 4073891 2535 462 32483 605 1479 212 22 24 59 22 13426 551 25 1518 20 365 393 348 65 20 69797 1937 2354 146 36 29 23 111 539
leaf_count=114667 4073891 2535 462 32483 605 1479 212 22 24 59 22 13426 551 25 1518 20 365 393 348 65 20 69797 1937 2354 146 36 29 23 111 539
internal_value=0 413.194 1244.81 672.171 -10607.3 -5816.11 -13194.8 4499.17 4392.25 -26751.8 -48018.8 4700.75 6026.23 7674.83 -1887.87 2557.57 -18556.8 -2656.84 6913.97 -7319.6 43816.3 961.677 2670.21 10726.4 20309.3 42.3081 -4.27194 66885.3 1585.78 -17308.3
internal_weight=0 244273 129606 110213 2758 2153 1691 19393 19371 190 146 19181 16253 13451 2802 2251 385 2928 1866 87 44 107455 37593 4460 2106 69862 69826 169 33133 650
internal_count=4318164 244273 129606 110213 2758 2153 1691 19393 19371 190 146 19181 16253 13451 2802 2251 385 2928 1866 87 44 107455 37593 4460 2106 69862 69826 169 33133 650
is_linear=0
shrinkage=0.1


Tree=1173
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 6 3 4 1 1 0 1 0 1 0 3 3 0 0 5 0 0 2 1 3 5 4 0 4
split_gain=4.54212e+12 8.1816e+13 1.29417e+14 1.03901e+14 1.24905e+14 7.23332e+13 5.69243e+13 1.31542e+14 1.27873e+14 1.10187e+14 4.29161e+14 3.93411e+14 1.39995e+14 1.65259e+14 1.94829e+14 2.01469e+14 1.16365e+14 1.05627e+14 1.8991e+14 2.54691e+14 2.34833e+14 2.16029e+14 1.89731e+14 2.27654e+14 1.70263e+14 1.60952e+14 1.5978e+14 1.40696e+14 1.26296e+14 2.29811e+14
threshold=57.581016350000006 57.178027650000011 65.610478850000007 39.969502550000009 60.837513500000007 38.151577750000008 1.5000000000000002 5.5000000000000009 3.5000000000000004 30.468306550000005 30.578016350000002 59.820733200000006 30.160599000000001 60.063729500000008 30.102666750000001 59.853570100000006 4.5000000000000009 9.5000000000000018 59.982527000000012 59.904813200000007 67.990000000000023 61.674413550000004 59.932719750000011 4.5000000000000009 30.410108300000001 7.5000000000000009 62.385000000000012 1.5000000000000002 59.950068600000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 9 17 12 11 -11 13 14 -2 16 -16 18 19 -9 22 -20 23 27 -22 -24 28 -21 29 -27
right_child=6 2 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 21 20 24 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=2.3479106974397648 -31678.868106761518 -52281.338978376647 11552.761091884277 -25716.21791257213 -6558.1993975253563 337.15298489076145 962.20467958291488 -14117.517102182166 21395.370362794318 298744.47738242574 12370.170780000626 37798.013828848379 -10054.781930281846 124112.07839080608 -104045.22757371473 -17504.803822784423 95870.807360202743 -1177.1802653471511 -53578.97248120833 -42881.082999275226 34032.431312982742 2076.5281323914382 41865.00179594494 69845.285061687449 -134728.63033187116 -12254.175945690411 -91362.988508139053 51587.746094165559 4054.0289128147074 -100207.25001768117
leaf_weight=3692239 559 267 4060 5189 9888 12137 391117 12096 2352 101 7004 135 4622 151 31 320 479 164391 1809 479 2996 1135 420 655 61 1033 317 235 1469 417
leaf_count=3692239 559 267 4060 5189 9888 12137 391117 12096 2352 101 7004 135 4622 151 31 320 479 164391 1809 479 2996 1135 420 655 61 1033 317 235 1469 417
internal_value=0 -40.9752 -5112.45 -7574.54 -13151.7 -795.477 256.707 -1100.78 -1776.65 8474.18 16839.3 149474 -1354.36 24758.2 13957.3 44693 83719 -2067.3 -8395.77 -4934.06 8810.45 -32122.1 -4484.9 27269.4 30664.9 -16375.4 -23934.4 -11788.4 -16611.7 -37548.3
internal_weight=0 3.72378e+06 31541 27481 15077 12404 594384 203267 189865 13402 7240 236 6162 1540 1389 830 510 187513 23122 20178 8082 2944 5025 1369 3057 3656 3236 714 2919 1450
internal_count=4318164 3723780 31541 27481 15077 12404 594384 203267 189865 13402 7240 236 6162 1540 1389 830 510 187513 23122 20178 8082 2944 5025 1369 3057 3656 3236 714 2919 1450
is_linear=0
shrinkage=0.1


Tree=1174
num_leaves=31
num_cat=0
split_feature=0 0 1 6 1 5 3 5 3 0 5 5 2 0 1 0 1 1 4 1 5 0 5 0 1 3 5 5 5 6
split_gain=4.48915e+12 6.23864e+13 1.20352e+14 1.89841e+14 1.00054e+14 8.54226e+13 7.72289e+13 1.12969e+14 8.47293e+13 7.26688e+13 6.15989e+13 6.00869e+13 5.38669e+13 5.24765e+13 2.04972e+14 1.46107e+14 1.42851e+14 1.83012e+14 1.0794e+14 8.08724e+13 1.31197e+14 1.03632e+14 9.97522e+13 7.90899e+13 1.10432e+14 1.01944e+14 1.3856e+14 8.09897e+13 7.75471e+13 7.02964e+13
threshold=54.762542150000009 54.708501450000007 56.135466100000009 1.5000000000000002 83.026705000000007 100.05000000000001 5.5000000000000009 46.405000000000008 6.5000000000000009 54.725565150000001 125.85000000000001 132.05000000000004 4.5000000000000009 54.947737500000009 83.140147550000009 54.934662400000008 37.998366300000008 38.151577750000008 2.5000000000000004 82.966612450000014 59.810000000000009 54.943968150000011 32.475000000000001 54.811549550000009 82.957885500000017 19.500000000000004 90.015000000000015 87.395000000000024 36.005000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 -6 10 -8 12 -3 -5 -12 -9 14 16 -16 18 28 -2 20 -19 22 -21 25 -25 -22 -27 -26 -18 -23
right_child=13 2 4 6 5 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 17 19 -20 21 23 29 -24 24 27 26 -28 -29 -30 -31
leaf_value=16.939205615404084 -8007.4092363322216 -9129.4347321053883 -47828.177304601842 4805.5051345379388 -2820.4510956197537 -75563.850556936566 4787.9890864066429 76880.287321468728 19738.475082793128 3552.8372749170649 -137009.17350852274 -20255.075220826297 17975.233737680606 60.738250694745581 -22042.874305273879 42335.862436524854 -4997.8740318641821 -1575.6989061739307 -33715.607731682554 -6846.1818019064667 -316.42887108433359 377.77878942971387 7052.9356096864303 -20682.066898226978 -4889.3908367575841 23086.615232438311 170817.81133219402 -36722.619657161376 32402.763593246626 -7040.407385822622
leaf_weight=1210452 7181 7549 570 5947 7462 165 5900 443 9433 11253 55 222 239 2798789 443 1726 733 119382 2114 6167 1776 41947 31734 7798 16858 260 84 839 2275 18368
leaf_count=1210452 7181 7549 570 5947 7462 165 5900 443 9433 11253 55 222 239 2798789 443 1726 733 119382 2114 6167 1776 41947 31734 7798 16858 260 84 839 2275 18368
internal_value=0 158.874 3648.16 5857.66 -7414.46 -4394.16 12111.3 15785 22199.4 -1539.09 2658.45 -43437.3 56237.6 -65.4353 -1425.29 29187 -1683.13 -1227.36 -13854.3 -1528.1 -3012.55 693.634 4791.36 -9224.16 -10767.4 9334.55 59160.5 -6398.58 23288.8 -1881.32
internal_weight=0 1.25969e+06 49238 41041 8197 7627 22239 16015 10115 18802 6224 277 682 3.05847e+06 259685 2169 257516 248221 9295 245213 146997 98216 37901 27615 25495 2120 344 17697 3008 60315
internal_count=4318164 1259690 49238 41041 8197 7627 22239 16015 10115 18802 6224 277 682 3058474 259685 2169 257516 248221 9295 245213 146997 98216 37901 27615 25495 2120 344 17697 3008 60315
is_linear=0
shrinkage=0.1


Tree=1175
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 2 3 4 0 2 3 3 1 0 3 2 3 1 3 3 0 0 3 5 2 4 5 5 3 2
split_gain=4.70327e+12 1.77999e+13 7.12398e+13 7.49038e+13 1.05521e+14 1.24279e+14 1.19945e+14 9.4524e+13 7.2413e+13 7.33762e+13 7.18848e+13 7.08434e+13 6.18406e+13 6.15708e+13 7.50001e+13 5.67396e+13 5.92839e+13 5.44581e+13 7.81672e+13 1.13691e+14 8.02248e+13 6.6426e+13 7.11066e+13 5.49603e+13 8.29928e+13 4.8345e+13 4.61874e+13 4.59274e+13 4.44283e+13 3.94032e+13
threshold=100.05000000000001 45.070824200000011 45.055827000000008 39.011252750000004 38.975980350000007 9.5000000000000018 4.5000000000000009 4.5000000000000009 45.063245200000004 2.5000000000000004 9.5000000000000018 20.500000000000004 38.92948375000001 45.084117700000007 12.500000000000002 7.5000000000000009 15.500000000000002 38.959914000000005 11.500000000000002 12.500000000000002 45.067452850000002 45.067452850000002 11.500000000000002 116.06000000000002 2.5000000000000004 4.5000000000000009 114.05000000000001 107.05000000000001 10.500000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 12 6 -6 8 9 -8 -11 15 -4 14 28 16 -12 18 23 -20 -21 22 -19 27 -25 26 -5 -14 -3 -24
right_child=1 13 3 25 5 -7 7 -9 -10 10 11 -13 17 -15 -16 -17 -18 21 19 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=17.554770060015674 -324.34567281408539 -27759.495370525787 -84936.525240496732 -2389.5171247525454 -138012.56440217391 3180.4974195236459 5112.2836032774394 -116560.6875 37641.121912788723 232141.99866666668 77460.934410807298 205151.02946777345 -18053.124107595591 -1039.7740991067446 -103815.79265718994 153404.08444120764 -111367.65828804349 69975.977253357443 176042.89536290325 16172.290707373431 103675.81813742899 -130890.20974657012 -35790.164347423204 115061.31026442308 -30373.321115451388 83850.399719551293 -71049.625461647738 -134678.900375 77099.828947805843 15262.006465212266
leaf_weight=4199349 19614 288 67 221 23 305 41 20 115 75 60 64 104 95654 125 59 23 121 62 508 132 41 352 65 99 39 176 50 47 265
leaf_count=4199349 19614 288 67 221 23 305 41 20 115 75 60 64 104 95654 125 59 23 121 62 508 132 41 352 65 99 39 176 50 47 265
internal_value=0 -620.449 1898.06 16018.7 22335.8 53095.8 84812.9 96027.3 105757 130084 148318 117800 9395.55 -1215.29 -37713.1 78429.9 25134.9 12908.7 28113.7 46745.6 34219.9 -7000.14 -117.362 -13017.1 27268.5 -22391.4 -32828.3 -55918.6 -13047.9 -13863.4
internal_weight=0 118815 22701 3087 2651 785 480 457 437 322 281 206 1866 96114 460 142 83 1799 1020 702 640 779 738 318 164 436 397 154 335 617
internal_count=4318164 118815 22701 3087 2651 785 480 457 437 322 281 206 1866 96114 460 142 83 1799 1020 702 640 779 738 318 164 436 397 154 335 617
is_linear=0
shrinkage=0.1


Tree=1176
num_leaves=31
num_cat=0
split_feature=3 5 1 0 0 5 1 4 0 0 1 5 0 1 1 1 1 4 5 0 0 1 0 5 1 4 1 1 1 5
split_gain=4.40347e+12 1.70954e+13 1.96041e+13 2.22304e+13 4.31769e+13 4.62022e+13 3.9536e+13 3.14955e+13 5.18573e+13 3.36196e+13 4.24579e+13 3.55175e+13 3.23706e+13 3.0279e+13 2.61612e+13 2.50812e+13 2.31346e+13 8.29379e+13 3.07302e+13 2.17865e+13 2.45864e+13 2.46454e+13 3.57018e+13 3.67688e+13 3.26507e+13 5.26539e+13 3.95027e+13 6.33157e+13 3.08715e+13 2.9513e+13
threshold=2.5000000000000004 42.005000000000003 38.096381250000007 45.03656895000001 45.254062050000009 150.04500000000004 41.900971000000006 4.5000000000000009 45.013473000000012 45.022371150000005 39.021425200000003 61.405000000000008 44.982728700000003 43.808567100000012 38.959914000000005 39.488326500000007 38.975980350000007 3.5000000000000004 96.015000000000015 46.672631750000008 51.717367500000009 57.550671000000001 54.484631300000011 88.015000000000015 82.973038550000012 4.5000000000000009 82.907204800000002 82.837870700000011 38.891822450000006 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 15 7 9 -9 12 11 -11 -4 -8 -14 -5 17 -16 -18 -6 -21 28 -23 -24 26 -26 27 -25 -22 -27
right_child=-2 2 3 4 19 -7 13 8 -10 10 -12 -13 14 -15 16 -17 18 -19 -20 20 21 22 23 24 25 29 -28 -29 -30 -31
leaf_value=-855.67321743988634 -16.558012043945411 -2778.9639111908346 -10811.381316803423 17459.577425702562 -6807.0479381576697 147321.68455528846 18517.980242750789 6564.7775181361612 194151.83785156251 -16425.732042548418 20864.909331775103 -54670.369716064459 -34310.674148437502 -3138.4221967886315 20853.971307334661 -7168.4225266306021 8864.8419564334799 200377.73415178573 -82280.907847556096 8852.9534484977376 9146.0290027791398 -2262.1107966568006 5839.3972122157465 45250.505088690501 19795.166222563246 -17160.911875000002 134351.82457386365 -105259.65184570313 -2384.6417698368787 -186896.90714285715
leaf_weight=46486 4205107 8712 2476 2538 2476 26 1245 56 20 618 183 400 125 1341 318 494 718 28 39 5885 2718 5835 13652 409 210 20 44 30 15934 21
leaf_count=46486 4205107 8712 2476 2538 2476 26 1245 56 20 618 183 400 125 1341 318 494 718 28 39 5885 2718 5835 13652 409 210 20 44 30 15934 21
internal_value=0 615.868 1643.43 2309.33 3069.65 14585.2 -2743.98 -7952.21 55929.8 -8942.03 -23481.2 -31453.1 -4227.77 7287.8 9046.67 13447 13960.2 35381.9 4169.09 2324.12 2829.25 1917.32 4335.6 7011.65 28814.8 -442.504 44018.9 34965.1 -704.374 -104099
internal_weight=0 113057 66571 57859 50292 3058 7567 4981 76 4905 1201 1018 3704 2586 1228 3032 1103 346 757 47234 44758 38873 20221 14386 734 251 483 439 18652 41
internal_count=4318164 113057 66571 57859 50292 3058 7567 4981 76 4905 1201 1018 3704 2586 1228 3032 1103 346 757 47234 44758 38873 20221 14386 734 251 483 439 18652 41
is_linear=0
shrinkage=0.1


Tree=1177
num_leaves=31
num_cat=0
split_feature=3 2 6 4 1 1 1 0 0 0 3 1 1 5 4 1 5 1 1 5 0 5 5 1 0 1 0 1 0 0
split_gain=4.40154e+12 2.4868e+13 4.5733e+13 4.08851e+13 3.57516e+13 2.63956e+13 8.41395e+13 9.43912e+13 1.9505e+14 9.06396e+13 4.12072e+13 3.66026e+13 3.20239e+13 2.90659e+13 8.49177e+13 6.04931e+13 8.90803e+13 6.95109e+13 6.05125e+13 3.74576e+13 3.68943e+13 2.75953e+13 2.65477e+13 3.14592e+13 2.5454e+13 4.63254e+13 7.34442e+13 4.38282e+13 2.97839e+13 3.83944e+13
threshold=9.5000000000000018 8.5000000000000018 1.5000000000000002 2.5000000000000004 20.507360500000004 37.692869000000009 37.39371280000001 55.842510000000011 55.674875350000008 55.751981950000008 8.5000000000000018 37.503486000000002 37.792847950000002 80.00500000000001 3.5000000000000004 39.925119750000007 96.015000000000015 91.910414550000013 39.787929450000007 87.00500000000001 45.067452850000002 101.05000000000001 61.405000000000008 37.098288800000006 55.078308950000007 20.507360500000004 54.708501450000007 50.888703650000004 55.601678500000013 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 -4 -5 6 22 8 -8 -10 -7 -11 -12 -14 15 18 -17 -18 19 -15 -21 -22 23 -6 25 -3 -27 -28 -26 -30
right_child=-2 2 3 4 5 10 7 -9 9 11 12 -13 13 14 -16 16 17 -19 -20 20 21 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-46.189666418362663 91.128243257857932 -16576.197870083513 -957.7581760878719 -103462.64870476974 7192.2824238480407 -89728.186842105264 -22762.497675804392 8571.020252761562 -208376.25264246325 -154934.27220394739 25115.750958046217 -32398.652596507356 -6901.5310259203907 -10516.575852423201 -14417.416786904862 41615.771273508748 -26580.096611630604 148064.51197916668 226812.72588315222 180725.17406754033 91814.567653508784 -32502.961508413464 -11940.503785610945 107233.87927320076 -11455.78098930614 8383.5814054406201 94356.497327190897 32325.938348531567 28777.84787552791 944.18708680000748
leaf_weight=1875579 2379540 348 37315 38 662 57 422 273 102 38 356 68 14220 59 1146 538 452 24 23 31 57 26 1409 33 1167 989 184 299 653 2056
leaf_count=1875579 2379540 348 37315 38 662 57 422 273 102 38 356 68 14220 59 1146 538 452 24 23 31 57 26 1409 33 1167 989 184 299 653 2056
internal_value=0 -111.854 -2065.36 -2914.18 -6558.17 -6374.01 -15010 -40543.6 -61826.6 -141082 -4845.47 -76326.5 -4559.72 -5197.06 5090.54 23566.7 13736.3 -17774.5 74423.7 54163.9 87638.9 52871.7 -4051.41 11942.5 6480.72 16236.2 23993.5 55956.6 1899.97 7653.45
internal_weight=0 1.93862e+06 63045 57349 20034 19996 3007 903 630 208 16989 106 16932 16576 2356 1210 1014 476 196 173 114 83 2104 695 5696 1820 1472 483 3876 2709
internal_count=4318164 1938624 63045 57349 20034 19996 3007 903 630 208 16989 106 16932 16576 2356 1210 1014 476 196 173 114 83 2104 695 5696 1820 1472 483 3876 2709
is_linear=0
shrinkage=0.1


Tree=1178
num_leaves=31
num_cat=0
split_feature=1 5 1 0 0 5 0 0 4 3 3 0 0 2 3 1 0 5 5 0 5 3 1 5 4 6 3 0 1 1
split_gain=4.37664e+12 2.32448e+13 4.25905e+13 8.29984e+13 1.91501e+14 8.51407e+13 9.47388e+13 8.46836e+13 9.16204e+13 8.03377e+13 7.86661e+13 1.01586e+14 9.39023e+13 9.10968e+13 8.81919e+13 8.76008e+13 8.13904e+13 1.99869e+14 1.27537e+14 2.28066e+14 1.09855e+14 9.09767e+13 8.77621e+13 1.52767e+14 1.42492e+14 8.73794e+13 8.34831e+13 9.56165e+13 1.30389e+14 1.24366e+14
threshold=30.305955500000003 38.010000000000012 30.160599000000001 59.916647550000008 59.853570100000006 55.005000000000003 59.904813200000007 59.755965500000009 2.5000000000000004 16.500000000000004 5.5000000000000009 60.063729500000008 60.029906750000002 3.5000000000000004 6.5000000000000009 30.259484550000003 60.003414000000006 57.405000000000008 54.990000000000002 59.990816400000007 57.995000000000012 10.500000000000002 30.278357500000002 55.005000000000003 1.5000000000000002 1.5000000000000002 16.500000000000004 59.982527000000012 30.278357500000002 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4 -9 -10 11 12 -5 15 -15 -12 17 18 -16 22 25 -18 23 24 -20 -19 -22 28 -28 -29
right_child=-2 2 3 10 5 -7 -8 8 9 -11 13 -13 -14 14 16 -17 21 20 19 -21 26 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=1529.0771462105022 20.568510003112394 908.10199370285341 -44703.096135457359 12223.832145434204 -13416.993053170743 -27889.784379639357 36732.12320404053 -4837.2846961629284 11160.207052363272 66753.798793371883 -2851.258293210205 -27730.114173383936 69241.309647413684 -33769.526818322644 -1290.6211414827881 -21042.435753514568 -20939.80050510016 14849.96470514113 -240880.78587662335 34656.617843989159 23058.178833941602 -552.14741762207507 -172809.70122893259 -23036.434274010775 -34346.203005826268 238527.72015625003 -13427.317087243917 57675.764289250146 -141263.974108555 -810.83086061561426
leaf_weight=42798 4145141 56515 384 4232 3988 4846 416 5648 3468 281 6782 598 310 744 5667 4342 2451 31 77 245 5505 20456 89 293 59 40 601 471 92 1594
leaf_count=42798 4145141 56515 384 4232 3988 4846 416 5648 3468 281 6782 598 310 744 5667 4342 2451 31 77 245 5505 20456 89 293 59 40 601 471 92 1594
internal_value=0 -492.763 -1157.23 -2740.77 -8428.66 -18743.8 -8679.93 1326.49 3207.45 15327.1 -761.103 11014.3 16115.4 -1982.88 324.709 -9951.77 998.068 6787.89 -6458.33 -44840.3 17007.9 -2733.58 -82440.1 -63692.1 -151281 140866 15943.6 1742.83 -30398.4 12529.2
internal_weight=0 173023 130225 73710 19031 9250 4404 9781 9397 3749 54679 5140 4542 49539 38415 11124 37671 14764 6430 763 8334 22907 518 429 136 71 8263 2758 693 2065
internal_count=4318164 173023 130225 73710 19031 9250 4404 9781 9397 3749 54679 5140 4542 49539 38415 11124 37671 14764 6430 763 8334 22907 518 429 136 71 8263 2758 693 2065
is_linear=0
shrinkage=0.1


Tree=1179
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 1 1 3 3 1 3 1 0 1 3 3 3 5 1 1 3 0 1 1 5 5 2 3 2 3
split_gain=4.4183e+12 2.11405e+13 1.56365e+14 1.48098e+14 1.65482e+14 4.28535e+14 7.85292e+14 3.90977e+14 1.32391e+14 2.27197e+14 1.68216e+14 2.08722e+14 1.05906e+14 1.10246e+14 1.1486e+14 1.08336e+14 1.03772e+14 1.00035e+14 9.23405e+13 1.28518e+14 9.59528e+13 8.59565e+13 2.00263e+14 1.27784e+14 1.48445e+14 1.1823e+14 1.24865e+14 8.50158e+13 9.10862e+13 7.49677e+13
threshold=88.015000000000015 55.755036050000008 55.784980300000008 55.708120100000009 37.692869000000009 37.542000650000013 37.615058950000012 6.5000000000000009 6.5000000000000009 37.487839250000007 19.500000000000004 37.417247200000006 55.801980100000009 37.869926150000005 5.5000000000000009 3.5000000000000004 24.500000000000004 109.05000000000001 37.944765900000007 37.792847950000002 23.500000000000004 55.812836050000008 37.314272700000011 37.457850350000008 105.35000000000001 137.05000000000004 3.5000000000000004 16.500000000000004 5.5000000000000009 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 5 27 7 -7 9 -3 -10 -12 13 14 -4 -15 -8 29 19 20 -6 22 -14 24 -24 26 -26 28 -5 -16
right_child=1 2 12 4 18 6 16 -9 10 -11 11 -13 21 15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=24.083071220472121 -237.7014509138142 218250.16780844633 175077.72216679217 24969.132460402398 54549.113977350462 -152593.52390624999 -24611.921991448151 -740695.45913461549 -46186.274193631689 1155.6557015767912 129091.96785333806 -13949.323827035758 187058.92247023812 148904.97074933734 -1414.8991218261719 8363.836092144511 -169049.16755826271 -165273.58139204548 18484.099590000362 117505.10506310096 -26018.131123798077 -1034.0219403972892 -10011.076124526517 -19196.708969012067 -428166.49502840912 38763.875568181822 -161190.42103924419 -10610.001360092816 114500.61506983901 121656.35555943081
leaf_weight=4086520 130223 53 83 365 611 20 317 26 2080 533 121 650 42 56 100 2668 59 22 2237 247 195 89126 99 967 22 22 86 351 165 98
leaf_count=4086520 130223 53 83 365 611 20 317 26 2080 533 121 650 42 56 100 2668 59 22 2237 247 195 89126 99 967 22 22 86 351 165 98
internal_value=0 -424.859 -1552.1 384.753 18032.9 -12128.6 -94990.1 -484999 -22499.6 20790.5 -31397.5 8499.44 -781.185 17618 74839.2 11253.1 -47276.3 37021.9 29978.3 54396.7 35057 -1397.52 -27566.3 -35103.3 -102272 -172533 -215574 27562.1 52842.1 59499.2
internal_weight=0 231644 96828 134816 4593 1303 422 46 3437 586 2851 771 93391 3027 303 2724 376 220 3290 1053 806 90364 1238 1196 229 130 108 881 530 198
internal_count=4318164 231644 96828 134816 4593 1303 422 46 3437 586 2851 771 93391 3027 303 2724 376 220 3290 1053 806 90364 1238 1196 229 130 108 881 530 198
is_linear=0
shrinkage=0.1


Tree=1180
num_leaves=31
num_cat=0
split_feature=0 1 0 1 3 0 0 0 6 0 4 5 0 5 0 3 3 4 0 5 0 5 5 2 4 5 3 5 5 2
split_gain=4.39475e+12 4.02963e+13 1.18805e+14 1.32683e+14 2.86469e+14 1.20907e+14 8.90731e+13 7.03318e+13 6.87938e+13 6.35346e+13 6.07214e+13 1.62849e+14 1.09809e+14 8.08324e+13 1.28248e+14 1.32285e+14 1.0303e+14 8.354e+13 1.18139e+14 1.30198e+14 9.56871e+13 2.51542e+14 1.36018e+14 1.0617e+14 8.89006e+13 1.58822e+14 1.33065e+14 8.35174e+13 1.29314e+14 1.30973e+14
threshold=56.758269450000007 35.911716050000003 54.978840000000005 34.359746700000009 5.5000000000000009 55.975961550000008 56.197733450000008 54.934662400000008 1.5000000000000002 56.054485600000007 1.5000000000000002 49.505000000000003 54.725565150000001 69.610000000000014 54.736324100000012 4.5000000000000009 3.5000000000000004 2.5000000000000004 54.725565150000001 114.05000000000001 54.725565150000001 86.02500000000002 99.555000000000021 2.5000000000000004 3.5000000000000004 132.05000000000004 11.500000000000002 123.15000000000002 112.04500000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 8 -4 10 -5 -6 11 -1 -13 -12 17 16 -16 18 19 -15 22 23 -19 -22 26 -26 -24 28 -23 -30
right_child=-2 -3 3 4 9 -7 -8 -9 -10 -11 13 12 -14 14 15 -17 -18 20 -20 -21 21 27 24 -25 25 -27 -28 -29 29 -31
leaf_value=-750.31477311527863 194.00863420442181 -13.181562512622278 -99537.587278366089 33845.977333333336 64915.551176883018 15648.091965407317 -33556.213009411455 18965.42302551075 -69600.928670355905 182346.9345189145 -11069.918041229661 49628.87099525032 -29298.419186213345 34283.618163994011 -44890.503086807708 -45084.868175692645 83951.846758540371 -23196.471169099215 -2649.8996283961378 -74279.08001077587 181602.78668233581 1171.6176130100434 43019.078212117631 44053.26041179907 -71604.28185794891 25562.96550489093 -27943.821924785545 -51559.562194469661 262911.56634615385 36977.772776041667
leaf_weight=12757 919083 3355418 256 75 117 454 1019 1569 450 76 12959 1071 211 2317 101 1058 161 3114 2259 116 118 893 1017 107 315 361 357 241 39 75
leaf_count=12757 919083 3355418 256 75 117 454 1019 1569 450 76 12959 1071 211 2317 101 1058 161 3114 2259 116 118 893 1017 107 315 361 357 241 39 75
internal_value=0 -52.4583 -3070.8 -24478.8 -191.339 -22142.7 -46804.2 -1799.8 -54822.8 111158 -2621.57 2663.92 36638.5 -5519.22 167.508 -29331.4 34283.6 3604.58 13817.7 29107.6 -3615.54 18866.3 -10028.4 116190 9974.31 -19714.7 24581.1 1319.94 13975.3 114271
internal_weight=0 3.39908e+06 43663 2447 1172 979 1275 41216 525 193 39647 14039 1282 25608 12649 1320 262 11329 4692 2433 6637 1473 5164 225 2050 676 1374 1248 1007 114
internal_count=4318164 3399081 43663 2447 1172 979 1275 41216 525 193 39647 14039 1282 25608 12649 1320 262 11329 4692 2433 6637 1473 5164 225 2050 676 1374 1248 1007 114
is_linear=0
shrinkage=0.1


Tree=1181
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 0 5 3 5 3 6 2 3 5 1 0 0 0 5 0 3 0 0 1 0 3 5 0 0
split_gain=4.63146e+12 6.75773e+13 3.46266e+14 3.10346e+14 2.695e+14 2.45057e+14 2.3202e+14 2.87476e+14 2.7394e+14 2.68865e+14 3.01708e+14 2.68014e+14 2.64491e+14 2.53582e+14 2.24474e+14 2.23518e+14 2.06468e+14 2.01718e+14 1.81042e+14 1.73747e+14 1.72627e+14 1.69728e+14 1.52272e+14 1.49506e+14 1.39649e+14 3.68554e+14 2.27664e+14 1.3818e+14 1.31412e+14 1.62501e+14
threshold=37.66934650000001 37.620907050000007 55.68356880000001 55.784980300000008 52.710000000000008 107.05000000000001 55.727011600000004 79.730000000000018 8.5000000000000018 30.025000000000002 4.5000000000000009 1.5000000000000002 6.5000000000000009 14.500000000000002 65.905000000000015 37.642309100000013 55.74310830000001 55.769960200000007 55.535913550000011 36.715000000000011 55.769960200000007 6.5000000000000009 55.751981950000008 55.834684950000003 37.642309100000013 55.762622900000004 10.500000000000002 52.020000000000003 55.860536450000005 55.842510000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 5 23 6 12 9 -9 -8 14 16 -4 22 -11 20 -12 -18 -3 -20 -15 -6 -13 -5 25 -24 -27 -25 29 -23
right_child=-2 2 3 4 21 -7 7 8 -10 10 11 13 -14 15 -16 -17 17 -19 19 -21 -22 28 24 27 -26 26 -28 -29 -30 -31
leaf_value=32.598181111670073 -53.896635212578168 10539.314897117336 -7668.0063826291153 -25619.991782335986 -41858.21740264893 -215936.8460365854 -1160.4504464285715 -4008.7288174715914 -424009.46458333335 280937.77643107477 -67864.420375000002 106453.01190598487 41132.922169451711 -251731.95152487836 -63411.271467391314 34173.488766192575 328526.875395115 41272.780014935663 7880.1143831479876 -29744.455575315445 -13826.41281378074 23324.013525081991 -207546.05055705327 4075.0555733809024 77039.26507586443 -20410.341642172032 153951.2801322873 -72533.841776945148 9070.1740383182823 75497.03182704316
leaf_weight=886827 3397896 2601 2407 3146 448 41 644 44 24 107 25 674 2062 61 23 234 87 34 1623 5035 61 2294 71 6036 540 202 119 245 3746 807
leaf_count=886827 3397896 2601 2407 3146 448 41 644 44 24 107 25 674 2062 61 23 234 87 34 1623 5035 61 2294 71 6036 540 202 119 245 3746 807
internal_value=0 199.002 4611.89 10908.4 3341.8 27869.4 29216.8 50983.1 -152244 55778.2 72162.6 63044.6 14848.8 53317.8 220014 -23040.6 193757 247811 -11832.9 -20572.8 -132779 17773.2 70244.1 -7825.85 44058.7 -1373.61 44228.4 1086.81 21674.9 36901.4
internal_weight=0 920268 33441 24182 16722 7460 7419 2950 68 2882 2238 2108 4469 1962 130 356 146 121 9259 6658 122 7295 1606 9427 932 392 321 6281 6847 3101
internal_count=4318164 920268 33441 24182 16722 7460 7419 2950 68 2882 2238 2108 4469 1962 130 356 146 121 9259 6658 122 7295 1606 9427 932 392 321 6281 6847 3101
is_linear=0
shrinkage=0.1


Tree=1182
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 3 5 5 1 3 3 1 5 3 0 0 1 0 6 3 4 0 0 0 5 1 1 1 0 1
split_gain=4.361e+12 4.94684e+13 6.58921e+13 8.36333e+13 5.20017e+13 6.01342e+13 4.51672e+13 1.00187e+14 9.55216e+13 1.39716e+14 1.03239e+14 9.53898e+13 9.96642e+13 9.32442e+13 1.20755e+14 8.87955e+13 2.22992e+14 1.01476e+14 8.21897e+13 9.09781e+13 1.55203e+14 1.19065e+14 1.75936e+14 1.44268e+14 1.16986e+14 1.11712e+14 2.43504e+14 1.06923e+14 9.54758e+13 7.17848e+13
threshold=55.416472000000006 55.349623500000007 37.328003200000005 36.761894450000007 38.010000000000012 21.500000000000004 58.305000000000007 62.015000000000008 38.422276900000007 9.5000000000000018 22.500000000000004 30.362552800000003 59.510000000000012 18.500000000000004 60.029906750000002 60.003414000000006 30.425002000000003 59.939091550000008 1.5000000000000002 16.500000000000004 2.5000000000000004 55.795550600000006 55.745923000000012 55.826364100000013 59.245000000000012 30.323743050000001 30.315880100000005 37.436176200000013 55.820531900000013 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -2 8 9 -8 13 -12 -13 18 15 17 -17 -15 19 20 -11 22 27 28 -25 26 29 -21 -23 -26
right_child=6 2 4 -5 5 -7 7 -9 -10 10 11 12 -14 14 -16 16 -18 -19 -20 21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=40.176344565676501 -434.26022195835077 14385.790761242424 -4215.5490100566631 95422.78685972745 6253.8196652598572 -28057.07192952474 -697.96774799988145 -47.017171197561332 215.08165134384436 5806.6911579656271 -18957.916432008391 -9194.5318557997361 11024.074584864851 29133.759463365895 -23125.935101034764 169555.63117322198 -8700.4310769473796 -33410.920403964279 14927.916851802451 85093.549811126373 61227.531975713711 59772.770204564149 -154971.08635846482 56437.118227081308 -22876.892092742921 8778.7922306102355 -162391.64091372283 -26374.87498612202 282646.77231276938 112268.97345827793
leaf_weight=2272699 1364650 3000 8091 133 18896 525 23279 518512 62651 9104 1952 3488 8099 4315 495 145 136 276 13657 91 535 57 103 320 240 918 138 1583 29 47
leaf_count=2272699 1364650 3000 8091 133 18896 525 23279 518512 62651 9104 1952 3488 8099 4315 495 145 136 276 13657 91 535 57 103 320 240 918 138 1583 29 47
internal_value=0 93.9901 4084.93 17825.9 2520.14 5326.31 -107.45 578.497 3041.98 5608.5 8818.96 1492.55 4937.73 11900.5 23932.5 28713.7 83282.2 25373.7 9492.96 3854.89 8882.75 -9889.73 -28120.4 8632.79 2101.59 -10845.1 -53232.6 -20315.4 134928 -744.991
internal_weight=0 2.30334e+06 30645 3133 27512 19421 2.01482e+06 650170 131658 69007 45728 13539 11587 32189 5367 4872 281 4591 26822 13165 9639 3526 1777 1749 1663 1343 425 1674 86 287
internal_count=4318164 2303344 30645 3133 27512 19421 2014820 650170 131658 69007 45728 13539 11587 32189 5367 4872 281 4591 26822 13165 9639 3526 1777 1749 1663 1343 425 1674 86 287
is_linear=0
shrinkage=0.1


Tree=1183
num_leaves=31
num_cat=0
split_feature=1 1 6 0 1 5 3 3 0 1 5 5 3 5 3 3 0 1 4 1 3 3 3 5 2 5 3 5 4 4
split_gain=4.83474e+12 4.52755e+13 5.58573e+13 5.71457e+13 1.20717e+14 1.04092e+14 7.98498e+13 7.10885e+13 6.91756e+13 6.97937e+13 8.81723e+13 6.19391e+13 5.83197e+13 1.02782e+14 5.47909e+13 5.41192e+13 5.83436e+13 8.26841e+13 5.15119e+13 4.80604e+13 5.30968e+13 9.28842e+13 5.04063e+13 6.16111e+13 4.77873e+13 7.9308e+13 8.53349e+13 5.59839e+13 4.71939e+13 4.71319e+13
threshold=43.574807850000006 44.005491150000005 1.5000000000000002 56.338501050000012 43.868031300000006 116.06000000000002 24.500000000000004 18.500000000000004 56.281985950000006 43.94115175000001 116.06000000000002 64.405000000000015 23.500000000000004 101.05000000000001 5.5000000000000009 19.500000000000004 56.143542450000005 43.868031300000006 2.5000000000000004 43.868031300000006 12.500000000000002 9.5000000000000018 15.500000000000002 81.910000000000011 7.5000000000000009 161.85000000000002 6.5000000000000009 112.04500000000002 1.5000000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 7 8 -5 15 10 -10 28 14 -14 -6 16 17 24 -8 22 21 -21 -18 -24 25 -4 -27 -26 -11 -16
right_child=1 -3 3 4 12 -7 18 -9 9 11 -12 -13 13 -15 29 -17 19 -19 -20 20 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-106.59483621009477 -4127.6732748981449 24.374865414293726 3803.164451391016 1589.2515726628403 -23306.362739183456 165309.38166118422 29541.979911177972 -65919.245859555842 -8517.5433820158414 7763.356094648896 -157332.50679687501 17359.270874535949 -55930.656408393676 184189.99593750003 34127.468758036033 -64004.828608960182 14435.641715951249 -29219.744059168734 120463.21184210526 2310.2117022600805 -22118.081603038048 31494.483460341256 38648.449495693661 173247.53227539064 -13103.14661248025 38242.350510204087 279179.97589285712 -128409.04624023438 -10223.936602937401 -14293.745790334302
leaf_weight=2143177 10175 2109068 13319 4201 197 38 346 162 8575 2734 40 2358 164 20 3092 113 6186 856 76 6585 673 1307 227 40 979 49 21 44 3127 215
leaf_count=2143177 10175 2109068 13319 4201 197 38 346 162 8575 2734 40 2358 164 20 3092 113 6186 856 76 6585 673 1307 227 40 979 49 21 44 3127 215
internal_value=0 105.036 2685.77 3929.43 11700.8 517.902 2610.31 -917.367 2223.39 -2919.29 -9208.5 3672.94 25045.8 -29830.6 27927.4 5071.25 5328.98 975.958 45916.4 9754.46 4844.2 7143.44 16271.8 58813.1 2769.43 4361.12 110524 -18062.5 -1833.34 30979.4
internal_weight=0 2.17499e+06 65919 55744 8089 4401 47655 4363 47233 16834 8615 8219 3688 184 3504 30399 30286 15268 422 15018 8565 7892 6453 267 14412 13389 70 1023 5861 3307
internal_count=4318164 2174987 65919 55744 8089 4401 47655 4363 47233 16834 8615 8219 3688 184 3504 30399 30286 15268 422 15018 8565 7892 6453 267 14412 13389 70 1023 5861 3307
is_linear=0
shrinkage=0.1


Tree=1184
num_leaves=31
num_cat=0
split_feature=0 0 3 3 6 3 5 5 1 1 1 1 0 1 3 0 1 0 5 3 1 5 1 3 5 3 5 5 5 1
split_gain=4.70741e+12 3.59847e+13 1.24802e+14 6.74261e+13 6.21064e+13 6.06529e+13 6.62868e+13 4.53707e+13 5.1003e+13 9.86256e+13 3.41249e+13 7.97533e+13 7.65896e+13 9.26882e+13 6.55509e+13 9.51792e+13 5.36057e+13 7.46216e+13 4.69748e+13 4.61847e+13 6.90299e+13 5.11935e+13 4.57017e+13 6.78549e+13 6.56353e+13 5.60588e+13 5.29423e+13 6.54804e+13 4.45159e+13 4.04217e+13
threshold=56.758269450000007 56.338501050000012 25.500000000000004 30.500000000000004 1.5000000000000002 17.500000000000004 118.33500000000002 67.520000000000024 37.098288800000006 37.214886200000009 38.422276900000007 37.533784800000006 56.367862600000002 37.516458750000005 13.500000000000002 56.501468900000013 44.005491150000005 56.367862600000002 89.00500000000001 9.5000000000000018 60.479177250000006 137.05000000000004 43.868031300000006 16.500000000000004 99.555000000000021 18.500000000000004 96.015000000000015 78.010000000000005 86.810000000000016 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -6 -9 -10 11 12 13 -11 15 18 22 28 -13 -19 21 -21 25 29 26 -12 27 -25 -18 -24
right_child=-2 2 3 -5 7 -7 -8 8 9 10 16 14 -14 -15 -16 -17 17 19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.7291928307784747 200.79120416941828 -11161.644572972027 172326.71699528772 6317.4795703125001 -179.69072672480206 17724.920372481429 -127774.66188217474 -61579.47005522433 50858.968236885208 -44226.831142691684 3768.3153597376654 6878.230211142607 -47666.997012702341 79733.752506550707 -80426.497076822925 -115412.77650493421 -49751.555602434775 -3621.2423963626447 -61199.514020106595 -36445.218876257837 3688.4416012944453 -184373.8828125 22680.961842493358 -12112.825522748162 201771.03011363637 -70386.679608689694 -93035.340692934784 109153.2862827035 -180291.82276785714 -42986.788195503053
leaf_weight=3318930 919083 9379 63 40 59783 753 49 171 291 86 964 473 139 202 270 95 103 4715 129 927 576 24 394 68 33 114 23 129 35 123
leaf_count=3318930 919083 9379 63 40 59783 753 49 171 291 86 964 473 139 202 270 95 103 4715 129 927 576 24 394 68 33 114 23 129 35 123
internal_value=0 -54.2923 -2148.03 107857 -2289.58 -9586.4 -11767.7 -1226.29 -7431.03 -6496.97 -8231.59 -22699.9 13295.1 42717.7 -38594.3 -22389.6 -5780.35 -10124.4 -7709.86 -8516.39 -23631.4 -40178.4 9217.12 27824.2 70259.8 -4073.68 50533.1 67294.9 -82859.6 7057.88
internal_weight=0 3.39908e+06 80151 103 80048 10181 9428 69867 10084 9913 9622 1394 427 288 967 697 8228 6380 602 6242 1527 951 1848 770 253 1078 220 197 138 517
internal_count=4318164 3399081 80151 103 80048 10181 9428 69867 10084 9913 9622 1394 427 288 967 697 8228 6380 602 6242 1527 951 1848 770 253 1078 220 197 138 517
is_linear=0
shrinkage=0.1


Tree=1185
num_leaves=31
num_cat=0
split_feature=3 5 4 6 5 0 4 1 1 1 5 5 5 1 1 3 3 1 3 3 1 0 0 0 5 5 5 3 1 5
split_gain=4.80915e+12 2.48523e+13 4.95154e+13 6.98535e+13 1.02339e+14 1.02957e+14 1.24662e+14 1.05718e+14 8.11103e+13 7.19523e+13 8.72947e+13 1.21094e+14 6.64645e+13 2.21354e+14 4.49422e+14 1.81169e+14 1.00428e+14 9.94934e+13 2.47127e+14 3.44977e+14 1.42248e+14 9.02773e+13 8.21573e+13 1.01105e+14 6.44322e+13 5.83132e+13 9.27693e+13 1.04583e+14 5.82534e+13 5.7628e+13
threshold=10.500000000000002 39.355000000000011 1.5000000000000002 1.5000000000000002 49.505000000000003 45.040161900000008 1.0000000180025095e-35 30.102666750000001 82.940215400000014 83.761389800000003 58.305000000000007 59.245000000000012 51.405000000000008 37.712318250000003 37.559851850000008 12.500000000000002 28.500000000000004 30.370618100000005 19.500000000000004 22.500000000000004 30.305955500000003 60.035045000000004 55.826364100000013 55.708120100000009 46.010000000000012 81.00500000000001 64.020000000000024 23.500000000000004 30.226173900000003 67.520000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 -5 29 -7 -8 -9 10 -10 -12 -3 14 17 -16 22 18 21 20 -20 -14 23 -17 28 26 -21 -28 -4 -6
right_child=1 2 24 4 5 6 7 8 9 -11 11 -13 13 -15 15 16 -18 -19 19 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=82.162896300777732 499.87671084716885 -492.86560046926508 38372.811922184264 -1558.091742431151 2466.1900777182473 9240.4999415265174 77459.690171755719 -11205.485939311304 -37443.658911307197 -4217.1233650829399 -250717.90812988282 -62329.454879191777 -15279.256510585707 359.74468373628724 226436.46496510922 38061.252240566035 -70954.764570312502 -4201.1093596248156 103172.77221577964 21397.362157040552 275321.17753906251 200308.4884375 27102.273364074252 155177.28304897339 -125.13085243817727 -87596.395392628212 291878.21939655178 20927.60922154018 3932.9924547754999 45759.730653311359
leaf_weight=2688514 446770 134978 499 171861 5145 3045 131 24319 840 503 48 118 674 14192 103 106 40 1678 96 357 96 20 133 242 792080 39 29 28 31153 327
leaf_count=2688514 446770 134978 499 171861 5145 3045 131 24319 840 503 48 118 674 14192 103 106 40 1678 96 357 96 20 133 242 792080 39 29 28 31153 327
internal_value=0 -135.548 -375.546 -1355.39 -2555.57 -7527.93 -9901.56 -12146.9 -12601.4 -35098.2 -50538.8 -116803 265.185 6002.87 27998.8 105251 81293.3 12020.9 32349.8 76912.3 189247 -9066.35 93954.3 119504 51.666 29300.3 40312.3 158780 4475.94 5053.36
internal_weight=0 1.62965e+06 1.18288e+06 359148 206337 34476 29004 25959 25828 1509 1006 166 152811 17833 3641 624 521 3017 1339 645 192 694 481 348 823732 453 414 57 31652 5472
internal_count=4318164 1629650 1182880 359148 206337 34476 29004 25959 25828 1509 1006 166 152811 17833 3641 624 521 3017 1339 645 192 694 481 348 823732 453 414 57 31652 5472
is_linear=0
shrinkage=0.1


Tree=1186
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 5 2 3 4 5 0 3 5 0 5 3 5 3 5 5 5 5 5 3 3 6 6 0 0 1
split_gain=4.33245e+12 4.91732e+13 7.21089e+13 4.99787e+13 3.94118e+13 3.25797e+13 3.91394e+13 4.62559e+13 3.89365e+13 7.32483e+13 3.15518e+13 4.93812e+13 2.56462e+13 2.53808e+13 4.68643e+13 2.77868e+13 3.10229e+13 2.55236e+13 2.36514e+13 2.21695e+13 2.21323e+13 2.12832e+13 8.01997e+13 3.13796e+13 1.93524e+13 2.94224e+13 2.57043e+13 1.83707e+13 6.26068e+13 4.41523e+13
threshold=92.896330950000007 92.928903050000017 56.093493200000005 56.028355650000009 9.5000000000000018 120.05000000000001 4.5000000000000009 13.500000000000002 3.5000000000000004 137.05000000000004 56.009576300000013 19.500000000000004 95.020000000000024 56.054485600000007 116.06000000000002 24.500000000000004 57.995000000000012 9.5000000000000018 64.020000000000024 89.00500000000001 110.05000000000001 81.910000000000011 82.00500000000001 17.500000000000004 17.500000000000004 1.5000000000000002 1.5000000000000002 52.719210700000012 56.028355650000009 103.85249100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 21 13 -7 8 -8 -10 11 -6 -12 14 15 16 -5 -15 -4 -17 -18 24 -23 -24 26 -26 -2 29 -29 -3
right_child=1 27 18 5 10 6 7 -9 9 -11 12 -13 -14 17 -16 19 20 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-15.350138225219007 103264.26462890625 13598.820472956013 -1027.9465575278846 13646.734262423044 31300.769637784091 -76331.0736735026 151824.67376077588 -46409.768979779416 -108329.22232142858 110082.54198357077 28097.666683807376 200802.6278125 -60547.978925304888 32065.109373145766 128255.00569335937 5962.2693226373021 33382.486899162839 4684.246053330613 -20108.043622018107 -54613.829145382617 -15613.454900934281 -205349.38894230771 -57823.835573508521 56206.7126771439 6949.3452398255822 132171.41405843099 -10921.499959791987 -7930.5394746766515 1016.3618321557968 281.47380278522235
leaf_weight=4219079 20 2627 3554 2198 55 84 29 85 28 34 160 25 41 395 40 268 1861 2465 795 78 97 26 55 43 86 24 1380 11814 23142 47576
leaf_count=4219079 20 2627 3554 2198 55 84 29 85 28 34 160 25 41 395 40 268 1861 2465 795 78 97 26 55 43 86 24 1380 11814 23142 47576
internal_value=0 653.615 6162.48 11011.6 -3438.31 14623.1 -20169.8 6634.51 56181.4 11445 31155.8 84270.1 10015.7 15845.2 20491.9 19534.4 21801.2 8465.87 -4515.8 -7693.61 30955.2 -9387.47 -49213.8 -7790.02 -6116.97 34270.5 -9290.27 -247.246 -2007.4 978.338
internal_weight=0 99085 13926 9577 1915 7662 260 176 91 62 281 80 201 7402 4542 4502 4156 2860 4349 346 1958 1634 124 98 1510 110 1400 85159 34956 50203
internal_count=4318164 99085 13926 9577 1915 7662 260 176 91 62 281 80 201 7402 4542 4502 4156 2860 4349 346 1958 1634 124 98 1510 110 1400 85159 34956 50203
is_linear=0
shrinkage=0.1


Tree=1187
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 0 3 5 6 0 6 0 0 1 3 3 0 0 5 6 0 5 5 3 5 0 2 5 0 1
split_gain=4.60801e+12 3.01395e+13 8.24535e+13 1.54254e+14 1.51246e+14 7.68696e+13 8.43024e+13 7.55268e+13 5.78144e+13 5.72789e+13 7.49953e+13 5.70911e+13 1.66597e+14 8.65481e+13 5.24116e+13 1.05927e+14 6.71483e+13 9.13332e+13 7.75858e+13 7.38378e+13 1.59942e+14 6.85096e+13 6.84696e+13 6.5521e+13 4.97825e+13 4.9477e+13 4.83425e+13 4.5971e+13 6.13718e+13 4.49222e+13
threshold=82.981501350000016 83.003542850000017 16.500000000000004 55.078308950000007 15.500000000000002 55.061033200000004 8.5000000000000018 81.910000000000011 1.5000000000000002 55.034903650000011 1.5000000000000002 55.02863030000001 55.020029900000004 83.026705000000007 12.500000000000002 11.500000000000002 54.934662400000008 54.920670650000005 42.405000000000008 1.5000000000000002 55.014086100000007 63.855000000000011 114.05000000000001 6.5000000000000009 98.020000000000024 55.039751500000008 1.5000000000000002 93.00500000000001 55.013931500000005 86.067573200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 5 9 -7 -6 -4 14 -11 12 -3 24 15 16 17 22 23 20 -18 -21 -2 -19 -14 -12 -20 28 -16 -13
right_child=1 11 3 -5 7 6 -8 -9 -10 10 25 29 13 -15 27 -17 19 18 26 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=40.690195104976567 -9050.8355407440577 654.85594023476915 -7412.7571340646655 62400.418446938827 20617.285759680872 -17455.079992229348 -120226.22760649183 80714.354393828689 -28671.291163511676 -74635.079992897736 23005.92233494253 -2406.1328352846081 17984.689392208773 -9468.743676740045 -2411.0159461595736 53880.826678784324 5084.6540686479448 -16548.43836180944 50929.553329607399 -3868.3455697283921 -4767.207513922378 -17422.756456815456 -186625.53714488636 22626.740894089489 -115571.6789341518 3974.9250904363817 19207.254338383824 -73729.750131118883 -49955.428281465815 541.9956800769769
leaf_weight=3738169 1669 221608 2714 254 844 1603 84 278 2420 110 1797 112935 8609 1374 1086 346 32744 1051 612 46121 33174 4057 22 719 28 5697 2234 143 362 95300
leaf_count=3738169 1669 221608 2714 254 844 1603 84 278 2420 110 1797 112935 8609 1374 1086 346 32744 1051 612 46121 33174 4057 22 719 28 5697 2234 143 362 95300
internal_value=0 -262.255 -1539.36 -13669.8 -1054.34 -1361.32 -22572.3 35507.6 -17433.3 -1090.12 7335.21 144.641 1224.88 13843.2 -1605.37 -1371.63 -1527.81 8521.09 15804.6 -2073.73 126.59 -4964.25 -11361.1 -634.905 17551.7 8538.4 26028.8 -19639 -14297.1 -1056.9
internal_weight=0 579995 140141 5388 134753 133631 1687 1122 5134 131944 7604 439854 231619 10011 124340 122749 122403 6307 4616 116096 65918 50178 1691 1770 8637 7494 2846 1591 1448 208235
internal_count=4318164 579995 140141 5388 134753 133631 1687 1122 5134 131944 7604 439854 231619 10011 124340 122749 122403 6307 4616 116096 65918 50178 1691 1770 8637 7494 2846 1591 1448 208235
is_linear=0
shrinkage=0.1


Tree=1188
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 5 1 0 1 1 5 5 1 0 5 5 3 1 3 1 0 3 3 5 0 1 5 3 1 2
split_gain=4.60589e+12 6.49436e+13 1.14549e+14 1.33385e+14 9.37716e+13 6.80466e+13 6.39598e+13 5.98187e+13 1.09339e+14 1.28372e+14 9.66163e+13 9.55613e+13 9.03039e+13 1.70527e+14 1.54781e+14 9.9721e+13 9.95666e+13 1.09658e+14 1.08362e+14 8.84829e+13 7.9441e+13 8.59692e+13 7.26414e+13 6.76627e+13 6.4131e+13 7.35818e+13 7.92349e+13 6.24777e+13 6.13643e+13 6.0683e+13
threshold=55.193434200000006 55.299834250000011 38.633372000000001 75.750000000000014 8.5000000000000018 59.245000000000012 60.08989780000001 55.120365700000008 82.902675200000019 60.837513500000007 37.305000000000007 125.85000000000001 61.42204370000001 55.173809400000003 68.52500000000002 69.015000000000015 9.5000000000000018 61.396377350000009 16.500000000000004 39.188277450000008 55.160271200000004 19.500000000000004 18.500000000000004 63.005000000000003 55.141517900000004 61.365473900000005 65.905000000000015 3.5000000000000004 61.365473900000005 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -4 -7 -1 9 11 -11 19 13 16 22 -14 24 18 29 -9 28 23 -15 -22 -12 26 -26 -10 -20 -18
right_child=1 -3 5 -5 -6 6 -8 8 27 10 12 -13 15 14 -16 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.0035874957195845 -3280.2289455557398 -36.006324194164932 -2742.3776630333859 109015.02363802084 44740.697125501523 -43429.580801871438 -10681.202677559239 1511.8691548798977 8338.7627354144624 -1652.104286429877 6206.733556292369 -140478.06397569444 4052.0436607428269 9371.4246229493492 -14160.237569204841 -18035.181495332057 25084.203120982042 697.62319718066738 69845.089941777565 -18929.4811544804 -7680.3968120411 -22158.122017377071 -21928.307170551008 56739.771397320124 32541.438997656667 29347.727313770349 117367.62267315204 -18874.650340401437 11563.431146843182 61411.538452242705
leaf_weight=2138938 1355 2061524 20663 150 581 636 9575 5063 1113 16843 1047 54 14596 15017 4016 2377 4095 5090 263 3640 349 1275 780 306 234 3795 208 3486 577 518
leaf_count=2138938 1355 2061524 20663 150 581 636 9575 5063 1113 16843 1047 54 14596 15017 4016 2377 4095 5090 263 3640 349 1275 780 306 234 3795 208 3486 577 518
internal_value=0 -106.415 -4510.24 18169.6 11131 -6042.61 -12721 100.233 2705.98 3566.45 4968.21 -7860.52 7012.58 9747.48 3369.46 958.817 16864 11990.2 19775.5 -7037.66 4141.4 -7030.93 7825.95 22415.1 28368.7 33845.1 72459.6 -12288.8 29811.1 29163.4
internal_weight=0 2.09448e+06 32960 2086 1936 30874 10211 2.22368e+06 84742 80143 71386 8757 54543 37570 19813 16973 17757 12473 7383 8703 2770 1930 15797 655 5284 4237 442 4599 840 4613
internal_count=4318164 2094484 32960 2086 1936 30874 10211 2223680 84742 80143 71386 8757 54543 37570 19813 16973 17757 12473 7383 8703 2770 1930 15797 655 5284 4237 442 4599 840 4613
is_linear=0
shrinkage=0.1


Tree=1189
num_leaves=31
num_cat=0
split_feature=1 1 5 1 3 3 5 1 6 5 0 3 5 0 3 1 5 3 0 4 0 0 5 5 2 5 2 0 3 2
split_gain=4.80351e+12 1.76816e+14 5.71384e+13 5.03502e+13 8.8488e+13 1.27578e+14 1.03385e+14 9.68928e+13 1.44444e+14 8.45796e+13 9.8923e+13 8.29161e+13 7.661e+13 1.13493e+14 1.35879e+14 9.3052e+13 9.80555e+13 6.97435e+13 1.2069e+14 6.88698e+13 8.68463e+13 1.04012e+14 8.7145e+13 6.54937e+13 6.32616e+13 6.80333e+13 6.09042e+13 6.06095e+13 1.11094e+14 9.90792e+13
threshold=61.880021000000006 61.463701450000009 79.010000000000005 65.58467570000002 22.500000000000004 19.500000000000004 66.990000000000023 65.551978750000004 1.5000000000000002 161.85000000000002 57.147575200000006 16.500000000000004 97.050000000000011 57.117834900000013 9.5000000000000018 65.565203050000022 120.05000000000001 13.500000000000002 57.157092150000004 1.5000000000000002 57.117834900000013 57.178027650000011 87.395000000000024 150.04500000000004 21.500000000000004 95.020000000000024 5.5000000000000009 57.157092150000004 24.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 9 19 -2 26 12 -10 14 15 16 -14 -15 -19 -9 22 -22 -21 24 27 -26 -11 28 -6 -30
right_child=3 2 -4 -5 23 6 -8 8 11 10 -12 -13 13 17 -16 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-11.761030844037565 -342.27214633054803 -9131.1421009120841 -34956.539661060837 -5.1068841790295139 60602.477788379525 -9259.9447497611727 -58644.134303663093 13654.151033018248 1069.8408277221638 32027.817028601698 81675.365176773077 23851.182913887973 269484.53315065301 -360.7314384970735 16618.650499077419 48527.675019995848 54389.26905241936 96751.600256800884 -43567.606417846684 31533.607883769117 72630.74504186328 -8295.5702363782057 -50722.897765016845 -137311.23294270833 64047.979521615169 260188.82243303573 -123421.93075284093 -7136.1919151643742 4933.8400099297542 -190842.15129310347
leaf_weight=3098703 47623 14893 909 1121755 632 1838 551 2584 21760 59 256 2020 67 1226 199 67 31 202 88 563 856 195 167 24 112 21 44 452 238 29
leaf_count=3098703 47623 14893 909 1121755 632 1838 551 2584 21760 59 256 2020 67 1226 199 67 31 202 88 563 856 195 167 24 112 21 44 452 238 29
internal_value=0 -65.5673 -10616.7 169.657 2563.22 2113.06 -20649.9 2810.18 7265.48 22.2572 48378.7 4404.78 2743.12 22110.4 72252.7 139351 201444 10071 54172 24082.3 39212.2 57615.9 12716 26562.9 29213.2 95017.6 -34377.9 22735 37753.7 -16330.2
internal_weight=0 3.1145e+06 15802 1.20366e+06 81904 80396 2389 78007 30025 47982 359 25660 23640 1880 364 165 98 1516 290 4365 1781 1051 730 1508 1484 133 103 1351 899 267
internal_count=4318164 3114505 15802 1203659 81904 80396 2389 78007 30025 47982 359 25660 23640 1880 364 165 98 1516 290 4365 1781 1051 730 1508 1484 133 103 1351 899 267
is_linear=0
shrinkage=0.1


Tree=1190
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 4 1 1 5 5 1 5 0 1 1 1 0 1 3 5 3 5 0 0 6 3 5 1 1 5
split_gain=4.72364e+12 4.10644e+13 1.05849e+14 9.87769e+13 8.59037e+13 9.73945e+13 9.59622e+13 6.5693e+13 5.88073e+13 5.80807e+13 5.60688e+13 5.60093e+13 4.30931e+13 7.93511e+13 8.66106e+13 1.22754e+14 1.20764e+14 1.42558e+14 1.37605e+14 1.27012e+14 9.5228e+13 8.74983e+13 9.30076e+13 7.70679e+13 6.949e+13 6.9186e+13 7.07062e+13 6.91423e+13 6.59693e+13 1.97286e+14
threshold=55.416472000000006 55.299834250000011 55.212972300000011 24.500000000000004 38.058342000000003 1.5000000000000002 37.792847950000002 61.284352600000013 59.810000000000009 73.995000000000019 37.767735350000002 55.005000000000003 55.120365700000008 61.463701450000009 60.837513500000007 39.188277450000008 55.173809400000003 61.396377350000009 16.500000000000004 68.52500000000002 5.5000000000000009 59.810000000000009 55.193434200000006 55.160271200000004 1.5000000000000002 6.5000000000000009 137.05000000000004 38.633372000000001 61.284352600000013 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 8 5 11 10 -5 -4 -8 -7 -3 -1 14 15 20 17 18 -16 24 -14 27 -23 -20 -18 -19 -27 -22 29 -21
right_child=-2 4 3 7 -6 6 9 -9 -10 -11 -12 -13 13 -15 16 -17 19 25 23 28 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=1.5610234021737222 -111.82789615648963 318.46918755225374 -4827.56004922588 184470.78950320513 266.94414005994832 16544.704547106918 41593.195429577572 33773.039137486048 -17933.504313315148 127632.80759516178 -10741.976985254827 -112958.3660489169 -11262.644782042267 -4046.6519485812023 24444.085057223463 -18726.732495605545 -6824.7435875889751 11404.083709581333 25494.838354422911 -10799.246700603593 26564.670716585093 -10047.338586645365 101559.03619462026 -9185.4972766295086 5311.8989414158923 60.075142251782495 -70203.369779094835 204855.70122514205 -16247.381887300706 97844.497311895466
leaf_weight=2138938 2014820 5477 12066 39 32985 6725 533 112 4780 92 848 44 2408 17293 8684 4065 5593 7654 881 819 1924 1362 79 2350 30143 11656 145 22 5417 210
leaf_count=2138938 2014820 5477 12066 39 32985 6725 533 112 4780 92 848 44 2408 17293 8684 4065 5593 7654 881 819 1924 1362 79 2350 30143 11656 145 22 5417 210
internal_value=0 97.82 37.0766 -7824.59 3032.81 9682.88 16597.4 72695 -8546.33 54258.2 13489.2 -584.299 96.74 2118.31 3396.43 -5404.53 4576.24 9274.95 17889 1081.89 3940.55 14749.3 -3928.74 270.825 3412.41 3999.36 -803.258 28580.3 -11838.2 11372.9
internal_weight=0 2.30334e+06 2.25664e+06 16997 46704 13719 8198 151 16846 625 7573 5521 2.23964e+06 100705 83412 9860 73552 31370 11915 42182 5795 3387 1441 3231 35736 19455 11801 1946 6446 1029
internal_count=4318164 2303344 2256640 16997 46704 13719 8198 151 16846 625 7573 5521 2239643 100705 83412 9860 73552 31370 11915 42182 5795 3387 1441 3231 35736 19455 11801 1946 6446 1029
is_linear=0
shrinkage=0.1


Tree=1191
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 3 4 1 3 0 0 0 2 0 5 3 4 5 5 1 0 0 1 3 0 3 2 5 5 1
split_gain=4.61342e+12 2.46444e+13 7.11111e+13 1.43923e+14 8.78293e+13 5.71014e+13 1.49587e+14 1.11783e+14 1.05039e+14 8.15021e+13 8.87935e+13 1.25477e+14 6.57815e+13 5.37148e+13 5.34474e+13 8.67495e+13 5.15618e+13 5.06059e+13 4.9522e+13 1.08791e+14 5.486e+13 9.2505e+13 1.06795e+14 1.25483e+14 1.00197e+14 8.61228e+13 8.49337e+13 6.90808e+13 6.8645e+13 1.09522e+14
threshold=10.500000000000002 72.010000000000005 69.610000000000014 30.332994000000003 82.907204800000002 7.5000000000000009 2.5000000000000004 30.278357500000002 8.5000000000000018 54.725565150000001 59.950068600000009 60.003414000000006 3.5000000000000004 54.708501450000007 71.715000000000018 8.5000000000000018 1.5000000000000002 71.715000000000018 73.995000000000019 30.346469350000003 55.012873400000011 54.947152850000002 82.907204800000002 6.5000000000000009 54.942865800000007 4.5000000000000009 10.500000000000002 94.040000000000006 86.02500000000002 82.973038550000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 16 13 -11 -12 -9 -10 15 -8 -7 -14 19 -3 21 24 23 -23 -20 -22 -27 -26 -24 -30
right_child=-2 18 3 4 -6 6 14 12 9 10 11 -13 17 -15 -16 -17 -18 -19 20 -21 25 22 28 -25 27 26 -28 -29 29 -31
leaf_value=49.775897715566323 -132.76109902718926 -17179.669327958014 2367.6371614989812 -6916.0517758584583 4678.9727354369206 -143942.88825431035 169568.95126953127 36691.761155668217 19544.240069978136 -3982.5349277100622 177315.53556743421 -45238.386579975333 115401.68196000395 144668.25034505207 -49973.206031281356 -2222.3194642973081 -2930.5182011320157 251482.05501893943 2305.8429919345504 8365.8076999723326 -6385.804193856804 -23161.718450725242 32060.090393127804 11465.467716212639 -5529.5248510126003 326.14836245772653 -117694.81191086066 -41515.424361996673 44467.331009524307 6142.5680877850482
leaf_weight=2309749 1629650 1848 1444 40640 7784 29 32 94 46 241 76 38 159 135 218 361 245 33 103242 17032 22099 1752 2187 2599 12124 157456 61 558 866 5366
leaf_count=2309749 1629650 1848 1444 40640 7784 29 32 94 46 241 76 38 159 135 218 361 245 33 103242 17032 22099 1752 2187 2599 12124 157456 61 558 866 5366
internal_value=0 80.4735 -32.2268 -3704.66 -5052.19 17004 29385.3 51488 32511.2 58258.2 30414.5 103131 105234 112869 -10262.2 11765.8 -17855.2 138790 893.829 5865.38 589.386 2165.28 10243.1 -2477.72 1275.44 -539.736 280.444 -7112.88 16817.3 11468.2
internal_weight=0 2.68851e+06 2.36132e+06 51575 48424 3151 1707 1096 810 536 355 114 286 181 611 393 274 192 327190 18880 308310 128694 12770 4351 115924 179616 157517 12682 8419 6232
internal_count=4318164 2688514 2361324 51575 48424 3151 1707 1096 810 536 355 114 286 181 611 393 274 192 327190 18880 308310 128694 12770 4351 115924 179616 157517 12682 8419 6232
is_linear=0
shrinkage=0.1


Tree=1192
num_leaves=31
num_cat=0
split_feature=5 1 4 2 3 4 1 1 0 0 3 1 1 5 0 1 1 3 1 0 3 0 0 3 4 1 3 5 1 1
split_gain=4.62577e+12 1.85673e+13 4.32204e+13 4.2439e+13 8.93672e+13 8.11647e+13 7.77149e+13 7.24716e+13 1.43591e+14 6.95203e+13 6.31519e+13 5.54668e+13 5.82653e+13 5.50132e+13 7.86446e+13 7.73983e+13 1.21916e+14 5.98329e+13 4.85791e+13 4.62393e+13 4.31416e+13 7.67601e+13 7.49378e+13 5.46662e+13 4.84499e+13 1.25253e+14 4.30777e+13 4.93593e+13 7.65471e+13 7.60459e+13
threshold=100.05000000000001 49.177301950000007 6.5000000000000009 9.5000000000000018 13.500000000000002 3.5000000000000004 61.284352600000013 82.91993380000001 55.039751500000008 55.039751500000008 16.500000000000004 82.902675200000019 82.911991800000024 137.05000000000004 55.141517900000004 65.58467570000002 65.565203050000022 14.500000000000002 82.907204800000002 53.37994195000001 15.500000000000002 54.990279300000005 55.034903650000011 14.500000000000002 2.5000000000000004 82.888608650000023 11.500000000000002 123.15000000000002 82.975438000000011 53.140944450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 26 9 10 8 18 20 -7 13 -13 15 -15 16 -11 -18 -8 -12 21 -6 24 -23 25 -22 -3 28 -28 -29
right_child=1 2 -4 -5 5 6 7 -9 -10 11 19 12 -14 14 -16 -17 17 -19 -20 -21 22 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=17.40952866724453 388.13432515378736 -2005.897310448554 -79057.752574847502 3512.278713890521 -22532.591120174635 -44453.136633065122 123307.2158963563 1511.3053603896217 22857.57455910337 -11671.223561204184 133571.88628472222 65464.271586914059 -1550.1094624333064 80331.988625919126 -82610.031188009525 -62191.106965605199 37752.582089428193 209072.91649305556 299649.76709798182 -1376.6801002466623 -184154.46921875002 -36378.853535829745 158661.86548295454 -122668.52175390626 -32591.338288829407 95636.651201171873 -10595.626489095413 -84855.749218750003 55312.956927406631 49244.853353159669
leaf_weight=4199349 72257 26134 73 10586 340 518 61 1129 389 1964 27 160 686 34 230 286 47 36 21 426 20 116 22 200 1282 80 902 46 219 524
leaf_count=4199349 72257 26134 73 10586 340 518 61 1129 389 1964 27 160 686 34 230 286 47 36 21 426 20 116 22 200 1282 80 902 46 219 524
internal_value=0 -615.315 -2172.65 -2051.91 -3692.69 -12955 1713.53 15257.7 48208 -19808.2 -20604.3 -11114.2 11124 -18358.5 -61625.1 -13462.5 -6654.27 112060 168468 6666.61 -34339 -55510.3 -24447.1 -90992.6 -27362 39678.4 -1005.03 14463.2 2280.36 38422.7
internal_weight=0 118815 46558 46485 35899 8074 2571 1600 471 5503 971 3443 846 2597 264 2333 2047 83 82 453 2060 656 1404 316 1382 100 27825 1691 1121 570
internal_count=4318164 118815 46558 46485 35899 8074 2571 1600 471 5503 971 3443 846 2597 264 2333 2047 83 82 453 2060 656 1404 316 1382 100 27825 1691 1121 570
is_linear=0
shrinkage=0.1


Tree=1193
num_leaves=31
num_cat=0
split_feature=3 0 1 1 0 5 5 0 3 1 6 5 0 1 0 1 3 0 5 5 1 3 5 2 3 1 1 5 5 3
split_gain=4.4474e+12 2.37406e+13 1.15912e+14 3.61807e+14 1.13017e+14 1.11114e+14 1.07844e+14 1.00765e+14 1.00686e+14 1.89832e+14 1.33679e+14 1.02049e+14 7.95833e+13 1.82818e+14 1.66055e+14 4.16271e+14 2.56001e+14 2.82954e+14 2.44924e+14 1.71749e+14 1.85305e+14 4.5092e+14 2.14099e+14 1.83784e+14 1.79054e+14 1.39198e+14 1.29248e+14 1.44475e+14 1.19773e+14 1.17319e+14
threshold=9.5000000000000018 59.834458500000004 30.502469200000004 30.434657650000002 59.609407350000005 47.415000000000006 107.05000000000001 58.049540950000008 14.500000000000002 30.578016350000002 1.5000000000000002 58.995000000000012 59.882016200000002 30.278357500000002 59.863160500000006 30.502469200000004 13.500000000000002 59.846652800000008 71.715000000000018 58.305000000000007 30.315880100000005 19.500000000000004 86.02500000000002 11.500000000000002 17.500000000000004 30.323743050000001 30.160599000000001 46.810000000000009 120.05000000000001 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -5 -4 9 10 11 -7 13 26 16 -16 17 -15 -19 -18 21 22 24 -22 -21 -25 27 -3 -27 -29
right_child=1 12 4 6 5 8 -8 -9 -10 -11 -12 -13 -14 14 15 -17 19 18 -20 20 23 -23 -24 25 -26 28 -28 29 -30 -31
leaf_value=-112.43542226633838 -3566.4183607734794 -5845.8308290502619 86.452357972446535 -50079.506638211322 3466.1858762871016 81060.567177734381 -263750.61093750002 -11826.036809314393 14932.69951378408 28513.085768570862 70472.384946028149 289220.36493055557 234.72831073198938 10443.969486198963 50669.294955883146 -7242.3563048482119 5101.6300546204311 -22342.176394831793 -104881.39422377051 183540.95756661554 5235.2546852948408 199526.67443522939 -201060.62945478724 -18228.656647028689 -50208.761878214005 68871.943681785415 -9796.4245049628953 53991.389755820506 -144043.9468894676 11821.95358137849
leaf_weight=1938624 32973 4712 2085149 1497 2481 35 24 7125 891 468 131 72 208841 2272 3067 2085 6929 1633 461 56 2134 203 47 244 79 1231 9954 793 27 3926
leaf_count=1938624 32973 4712 2085149 1497 2481 35 24 7125 891 468 131 72 208841 2272 3067 2085 6929 1633 461 56 2134 203 47 244 79 1231 9954 793 27 3926
internal_value=0 91.6017 -16.3068 -5766.06 78.3013 16709.6 -53451 45.8857 37283.7 65491.5 138205 221131 1016.18 5111.2 11702.5 27232.6 6478.52 -13996 -40513.4 14642.1 31082.4 97054.2 -17242 24096.9 46754.1 50895.1 -1848.39 6540.41 64302.2 18908.3
internal_weight=0 2.37954e+06 2.13085e+06 34494 2.09635e+06 4078 1521 2.09227e+06 1597 706 238 107 248694 39853 20468 5152 15316 4366 2094 10950 4021 385 182 3636 135 1502 19385 9431 1258 4719
internal_count=4318164 2379540 2130846 34494 2096352 4078 1521 2092274 1597 706 238 107 248694 39853 20468 5152 15316 4366 2094 10950 4021 385 182 3636 135 1502 19385 9431 1258 4719
is_linear=0
shrinkage=0.1


Tree=1194
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 1 1 1 0 0 6 0 0 0 1 5 5 1 6 5 1 5 2 0 1 0 6 1 1 1
split_gain=4.58653e+12 4.10281e+13 1.16237e+14 2.05488e+14 1.34798e+14 3.50829e+14 6.65367e+14 3.40737e+14 1.63876e+14 1.9577e+14 1.51998e+14 1.45383e+14 1.35446e+14 3.10017e+14 1.65528e+14 2.92458e+14 1.55408e+14 1.30483e+14 2.00037e+14 1.31493e+14 1.27847e+14 1.79526e+14 1.26953e+14 1.25443e+14 1.12861e+14 1.02365e+14 1.72952e+14 1.69215e+14 1.00516e+14 9.30996e+13
threshold=19.500000000000004 20.500000000000004 61.284352600000013 54.708501450000007 56.852744000000008 37.503486000000002 37.436176200000013 37.971176850000006 55.885524800000006 55.860536450000005 1.5000000000000002 55.645049100000001 55.769960200000007 55.751981950000008 37.516458750000005 63.145000000000003 63.855000000000011 37.615058950000012 1.5000000000000002 56.835000000000008 82.933113850000026 97.050000000000011 11.500000000000002 55.518428350000008 30.434657650000002 55.769960200000007 1.5000000000000002 37.457850350000008 37.362912300000012 37.869926150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 10 12 9 25 28 -12 13 17 15 -14 -17 19 -19 -7 -4 -22 -23 -21 -6 26 -8 -27 -5 -16
right_child=1 -3 20 4 24 7 8 -9 -10 -11 11 -13 14 -15 29 16 -18 18 -20 23 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=37.615567688957277 -8907.2336753331747 13.272347332140832 -23963.060326959006 94937.918460648158 3039.15652210693 -17475.371014943961 226457.28038020834 23410.570493321371 -10888.654555376839 245520.9467575188 125147.83792494128 13393.453651559848 -252356.08373001456 97985.413419889868 -16060.418226347643 249774.26190476189 -73453.625348498783 -61064.779021353519 30683.147342634344 -70425.928546348325 -5820.5684270407619 24093.767062808969 160891.77010653412 56138.904188734188 -20934.743529818385 164995.74253795436 40472.305317708335 25630.062504390251 -48716.144566520219 -82206.30154795546
leaf_weight=3810546 17663 458081 4990 54 7590 803 150 5174 85 133 143 626 86 305 2251 21 51 806 337 89 3416 177 110 652 2649 141 75 228 497 235
leaf_count=3810546 17663 458081 4990 54 7590 803 150 5174 85 133 143 626 86 305 2251 21 51 806 337 89 3416 177 110 652 2649 141 75 228 497 235
internal_value=0 -282.37 -3016.24 -781.501 5409.98 12192.7 49266.4 4880.83 120494 135855 5450.88 34174.8 -12130 2443.01 -28621 -127870 20821.2 -8401.96 -34014 10558.2 -13516.2 561.607 76525.1 40937.5 -3163.29 111300 164462 78883.6 -34637.5 -22313.1
internal_weight=0 507618 49537 40844 23181 12942 2132 10810 812 727 1320 769 5636 2992 2644 158 72 2687 1143 1544 8693 3703 287 741 10239 594 225 369 551 2486
internal_count=4318164 507618 49537 40844 23181 12942 2132 10810 812 727 1320 769 5636 2992 2644 158 72 2687 1143 1544 8693 3703 287 741 10239 594 225 369 551 2486
is_linear=0
shrinkage=0.1


Tree=1195
num_leaves=31
num_cat=0
split_feature=0 1 1 5 3 1 3 1 1 6 3 3 2 5 0 5 1 5 0 1 5 3 5 0 0 4 4 3 5 2
split_gain=4.57811e+12 2.12532e+13 5.64114e+13 6.34183e+13 4.00409e+13 5.04785e+13 3.50727e+13 1.35444e+14 1.23824e+14 1.79648e+14 1.01116e+14 1.69125e+14 5.05705e+13 7.54713e+13 3.9166e+13 3.84963e+13 3.35406e+13 8.12021e+13 9.75613e+13 1.87314e+14 1.27987e+14 1.07323e+14 1.03331e+14 9.47451e+13 7.46563e+13 9.32729e+13 6.54479e+13 6.60902e+13 5.98631e+13 8.25617e+13
threshold=45.098908000000009 39.110397700000007 39.630124250000001 82.00500000000001 17.500000000000004 39.188277450000008 4.5000000000000009 39.488326500000007 39.488326500000007 1.5000000000000002 5.5000000000000009 6.5000000000000009 7.5000000000000009 57.995000000000012 44.874285750000006 42.895000000000003 38.950530550000003 56.005000000000003 45.047272400000004 38.92948375000001 69.015000000000015 16.500000000000004 95.020000000000024 45.059881250000011 45.063245200000004 2.5000000000000004 4.5000000000000009 10.500000000000002 161.85000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 6 -6 7 14 -8 -10 -11 15 13 -13 -3 -12 17 -1 20 22 -19 -21 24 -23 -20 -26 -18 28 29 -28
right_child=-2 2 -4 -5 5 -7 8 -9 9 10 11 12 -14 -15 -16 -17 26 18 19 21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=1204.5711084386703 -39.608663646752852 8252.7609268836604 -97.957942421201622 -37266.0364705467 -23069.799370598437 93610.940403988498 -2058.4704924129178 -54193.531257688854 308571.628587963 -19095.203858418368 153496.40401785713 70636.213612689389 125032.1591481855 -152577.00485491072 -13734.682547145445 335534.47325721156 1274.9489295052963 -8042.7737996366941 -38852.020334186345 -7564.5652812035059 3773.8736989587883 -117063.96930088141 -81597.121546741153 42415.690980840103 -29912.705578936409 8287.2672171420327 56007.778632712856 4651.675195786559 6482.8188623478991 193604.48480657765
leaf_weight=83280 3761543 1577 163605 643 1527 38 8383 616 27 147 21 33 31 28 1666 26 250289 17956 1727 1786 18724 39 321 831 1360 1206 147 412 113 62
leaf_count=83280 3761543 1577 163605 643 1527 38 8383 616 27 147 21 33 31 28 1666 26 250289 17956 1727 1786 18724 39 321 831 1360 1206 147 412 113 62
internal_value=0 267.668 -632.171 -6552.37 -5153.72 -20236.7 -3273.61 -11207.7 247.29 62001.9 38724.3 99871.6 21030.8 -31822.3 -3042.67 254198 691.994 -630.69 -4108.29 -14691.2 -2010.74 6465.22 -26869.7 35266.6 -22777.6 -11959 1362.39 31179.4 65121.7 96825.9
internal_weight=0 556621 178368 14763 14120 1565 12555 3859 8696 313 286 139 92 61 3243 47 378253 127230 43950 7270 36680 2656 4614 870 4293 2566 251023 734 322 209
internal_count=4318164 556621 178368 14763 14120 1565 12555 3859 8696 313 286 139 92 61 3243 47 378253 127230 43950 7270 36680 2656 4614 870 4293 2566 251023 734 322 209
is_linear=0
shrinkage=0.1


Tree=1196
num_leaves=31
num_cat=0
split_feature=3 2 1 1 1 6 0 5 0 0 1 1 1 5 1 0 5 0 5 1 0 0 4 0 4 0 4 0 4 5
split_gain=4.60156e+12 1.47077e+13 1.44433e+13 2.34147e+13 1.46527e+13 2.59507e+13 2.35041e+13 3.06365e+13 2.80525e+13 4.83373e+13 3.91064e+13 2.71068e+13 2.16202e+13 2.37893e+13 2.29551e+13 1.9514e+13 2.93113e+13 6.25681e+13 2.51693e+13 2.48485e+13 3.38565e+13 6.30006e+13 4.55988e+13 2.41429e+13 1.99911e+13 2.06567e+13 3.89159e+13 2.84895e+13 1.84519e+13 1.64647e+13
threshold=2.5000000000000004 8.5000000000000018 104.38035940000002 103.85249100000001 57.550671000000001 1.5000000000000002 56.367862600000002 92.035000000000011 56.791364150000007 56.831297550000009 60.648383500000008 65.480823400000006 83.093115700000013 62.710000000000008 61.310823700000007 56.663136550000011 120.05000000000001 60.029906750000002 100.05000000000001 28.619594500000002 54.725565150000001 54.736324100000012 3.5000000000000004 57.265292900000006 2.5000000000000004 60.052595500000002 3.5000000000000004 57.814144100000007 4.5000000000000009 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 12 -7 -8 -9 -10 -11 -12 13 -6 -15 19 18 23 -17 20 -1 22 -22 -18 -20 26 27 -26 -21 -23
right_child=-2 -3 -4 -5 5 6 7 8 9 10 11 -13 -14 14 -16 16 17 -19 24 28 21 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2563.0113728126939 -16.926351112790222 78904.071598307288 -6035.2533762011781 18692.052750208881 17067.944328124999 525.76850280479709 5808.5113806742656 -26990.483138814787 207044.63273809524 -41758.71597450658 165320.05546875001 44506.235207331738 -15756.020568659857 165007.42044270833 55554.467870723842 -3481.088686195164 -152859.46350806451 71287.105173141899 124876.38345170455 385.82957721120624 265904.06058238639 41345.057955309137 57274.853125000001 -52637.807008433127 40584.546816037735 -48207.50732421875 131733.98907111675 -99487.280732421888 19556.707210061297 -56689.21151297434
leaf_weight=171 4205107 24 3176 727 100 21710 8375 41 21 38 26 65 65 27 66 12915 31 37 22 64512 22 93 20 107 53 32 34 20 506 21
leaf_count=171 4205107 24 3176 727 100 21710 8375 41 21 38 26 65 65 27 66 12915 31 37 22 64512 22 93 20 107 53 32 34 20 506 21
internal_value=0 629.568 612.949 805.15 685.992 2545.06 2275.94 6711.65 46312.7 66348.9 43444.9 79024.5 34125.8 50925.3 87331.1 -36.244 -3535.33 -44190.1 -2991.24 673.319 28170.4 61859 166557 -75151.4 36303.3 22284.5 43366.3 2208.7 535.026 23286.1
internal_weight=0 113057 113033 109857 109130 30534 30276 8566 191 150 129 91 258 193 93 78596 13251 175 13076 65345 327 156 42 138 161 139 107 73 65018 114
internal_count=4318164 113057 113033 109857 109130 30534 30276 8566 191 150 129 91 258 193 93 78596 13251 175 13076 65345 327 156 42 138 161 139 107 73 65018 114
is_linear=0
shrinkage=0.1


Tree=1197
num_leaves=31
num_cat=0
split_feature=4 1 1 1 0 0 1 5 1 2 2 5 3 0 1 3 3 0 0 5 1 0 3 0 5 5 5 2 5 5
split_gain=4.47561e+12 1.71871e+13 1.88652e+13 2.77322e+13 1.67042e+13 2.50486e+13 2.49322e+13 2.21848e+13 1.9561e+13 1.81727e+13 2.134e+13 2.78513e+13 8.16158e+13 1.95698e+13 3.62547e+13 4.37502e+13 2.87245e+13 2.3658e+13 3.77892e+13 3.42347e+13 2.96731e+13 2.20122e+13 2.0694e+13 4.18564e+13 7.38283e+13 2.209e+13 2.05503e+13 1.92784e+13 2.62614e+13 1.87938e+13
threshold=1.0000000180025095e-35 82.784560750000011 82.95335685000002 82.957885500000017 60.052595500000002 60.035045000000004 30.278357500000002 70.50500000000001 30.226173900000003 2.5000000000000004 12.500000000000002 120.05000000000001 20.500000000000004 44.580511600000001 39.666208800000007 13.500000000000002 5.5000000000000009 55.518428350000008 55.777112100000004 125.85000000000001 37.314272700000011 54.725565150000001 8.5000000000000018 55.769960200000007 34.605000000000011 25.005000000000006 142.05000000000004 5.5000000000000009 33.005000000000003 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 9 -6 -8 -7 -1 13 -12 -13 14 15 -11 -16 20 22 -20 -15 -22 27 -24 25 -25 29 -19 -29 -18
right_child=-2 2 3 -5 6 8 7 -9 -10 10 11 12 -14 17 16 -17 26 18 19 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-2363.3921759018808 -24.929278597649372 4080.9057002138234 -9202.6281518483866 952.79416400110131 21622.026950122345 -22430.615760962697 1142.5902166978176 106813.97835937502 -3586.164394577856 43068.565224443853 -2660.7886756269418 169054.95114889706 -59304.468292025864 20519.399574638355 -7538.957751406062 -43855.116986268942 11889.448451857526 747.96945800781259 896.57507227390181 -90562.570483993914 -411.40930572121198 -8021.1175727650452 9903.7692011030013 -25167.734736328126 227461.13554687501 78078.156495276169 107926.50063920455 -20810.227172623396 -138591.1239130435 -72117.721426504635
leaf_weight=34830 4073891 19393 2758 107455 808 909 2997 20 1398 472 19282 34 29 583 1246 66 1947 613 23040 41 14775 5118 6173 40 24 43 22 107 23 27
leaf_count=34830 4073891 19393 2758 107455 808 909 2997 20 1398 472 19282 34 29 583 1246 66 1947 613 23040 41 14775 5118 6173 40 24 43 22 107 23 27
internal_value=0 415.761 1204.75 698.662 -476.017 -700.228 6021.23 1843.1 -11011.2 -481.06 408.454 -2443.9 63937.1 1423.52 8364.11 32405.1 4374.59 904.826 2688.48 734.111 -1717.52 -2369.21 9111.48 10978.6 72988 28321.1 11811.6 -6669.97 -41648.4 10740.4
internal_weight=0 244273 129606 110213 114667 110842 3825 3017 2307 108535 73705 19345 63 54360 3780 538 3242 50580 30104 23081 20476 19893 7023 6280 107 83 1996 743 130 1974
internal_count=4318164 244273 129606 110213 114667 110842 3825 3017 2307 108535 73705 19345 63 54360 3780 538 3242 50580 30104 23081 20476 19893 7023 6280 107 83 1996 743 130 1974
is_linear=0
shrinkage=0.1


Tree=1198
num_leaves=31
num_cat=0
split_feature=1 5 5 5 5 2 1 5 5 5 1 1 3 5 0 4 6 4 1 0 3 5 5 2 2 0 2 0 5 6
split_gain=4.69537e+12 2.73412e+13 5.77624e+13 5.58511e+13 6.73277e+13 4.5696e+13 5.85078e+13 4.24222e+13 4.73367e+13 3.94724e+13 4.49603e+13 3.86112e+13 1.60792e+14 9.2349e+13 6.16713e+13 5.35103e+13 5.32227e+13 5.31949e+13 5.70027e+13 5.14072e+13 9.17401e+13 1.18855e+14 7.77315e+13 4.74913e+13 6.20118e+13 4.74225e+13 4.57259e+13 4.29694e+13 3.85661e+13 3.62391e+13
threshold=82.981501350000016 59.005000000000003 58.755000000000003 70.00500000000001 73.995000000000019 11.500000000000002 83.006817700000013 39.355000000000011 39.005000000000003 41.305000000000007 83.015546400000019 83.006817700000013 4.5000000000000009 91.050000000000011 54.864040150000001 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 83.053286850000021 55.014086100000007 12.500000000000002 78.710000000000022 87.00500000000001 6.5000000000000009 14.500000000000002 54.920670650000005 9.5000000000000018 50.565831500000009 76.730000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -3 5 -5 -7 8 -2 10 -9 12 16 19 -15 17 -6 -13 -19 29 22 28 -21 -16 25 -25 27 -20 -22 -14
right_child=1 3 -4 4 11 6 -8 9 -10 -11 -12 15 13 14 23 -17 -18 18 26 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=41.074089467365233 -442.8468762143757 -2966.4047110450629 8903.8292893734451 12254.870029753733 -5672.2879596578668 -33834.607706737152 15695.201710613821 14995.13927600537 -5002.7012228469266 550.59158002476931 2771.4172552568448 11211.420454130573 6208.9383110255067 -131172.76117466518 -43130.222283386734 2319.2711351999401 57768.28657811437 -33119.651716903092 72556.757272907838 -25441.736309523811 17790.632696405159 65505.755844819185 -5410.6921664103902 149088.28427309784 -51298.872079517809 2770.702608235677 22158.05380350316 -13789.427693976009 -35006.122662080226 -6304.2712937178949
leaf_weight=3738169 147375 94031 7460 6903 174 518 442 3890 26926 206516 13286 1094 6325 56 734 45044 551 1097 59 2793 286 369 6323 23 244 600 470 2488 268 3650
leaf_count=3738169 147375 94031 7460 6903 174 518 442 3890 26926 206516 13286 1094 6325 56 734 45044 551 1097 59 2793 286 369 6323 23 244 600 470 2488 268 3650
internal_value=0 -264.73 185.751 -1311.18 622.011 9411.97 -11030.3 22.3391 -1147.25 933.686 5539.83 -329.363 -3782.68 -5332.48 -28019.8 1209.69 42542.5 -8387.08 -13598.7 -3454.16 -8506.07 21536.4 -11547.9 -24411.7 -8564.56 8172.48 -6500.82 -11789.3 -7750.04 1630.17
internal_weight=0 579995 405453 174542 80511 7863 960 397993 174301 223692 17176 72648 22396 21671 1657 50252 725 5208 4114 20014 10039 923 9116 1601 867 623 3017 2547 554 9975
internal_count=4318164 579995 405453 174542 80511 7863 960 397993 174301 223692 17176 72648 22396 21671 1657 50252 725 5208 4114 20014 10039 923 9116 1601 867 623 3017 2547 554 9975
is_linear=0
shrinkage=0.1


Tree=1199
num_leaves=31
num_cat=0
split_feature=5 5 3 2 0 0 3 3 4 2 1 1 0 5 3 5 6 5 1 1 5 5 2 0 1 1 0 0 0 4
split_gain=4.52625e+12 1.90835e+13 1.81707e+13 8.79002e+13 8.45225e+13 6.85113e+13 7.22382e+13 7.91034e+13 6.24601e+13 6.21639e+13 9.73022e+13 1.43969e+14 6.12884e+13 5.90383e+13 6.00712e+13 5.38488e+13 5.21854e+13 7.21723e+13 4.96333e+13 5.63059e+13 4.86023e+13 4.82631e+13 7.72357e+13 1.51649e+14 2.72463e+14 1.48431e+14 8.34423e+13 7.08029e+13 6.44712e+13 5.11597e+13
threshold=102.01000000000001 104.75000000000001 11.500000000000002 10.500000000000002 59.990816400000007 59.904813200000007 17.500000000000004 18.500000000000004 3.5000000000000004 11.500000000000002 30.468306550000005 30.434657650000002 60.003414000000006 118.33500000000002 16.500000000000004 118.33500000000002 1.5000000000000002 125.85000000000001 30.207352000000004 30.259484550000003 109.05000000000001 105.35000000000001 10.500000000000002 45.005863250000004 39.726951800000002 39.714575750000009 44.226894250000008 43.056445700000005 45.029420750000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 21 9 8 -8 10 11 -7 15 20 -15 18 -17 -18 -6 -20 -11 22 23 24 25 -4 27 -24 -25 -28
right_child=1 2 4 -5 12 6 7 -9 -10 13 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 26 28 -26 -27 29 -29 -30 -31
leaf_value=16.431660500739834 -4632.3991224662195 -1102.9642628623681 -120245.93748325892 -64009.171045359799 74276.997185202214 15766.77143095565 -138281.80260145399 10687.820446886335 24570.184263392861 27614.045588566707 -190041.2957217262 167435.92647058825 -11638.362175439213 -20565.616805854886 161155.74592391305 -265015.66534090909 -202067.757125 35897.50210336539 -150400.67847406917 -18902.119593436764 141397.95582175927 690.50273763220184 39204.505691964288 125396.3558884641 55265.978920990572 -435678.3990384615 142954.47339743591 293172.03479959239 5494.3871425262014 25858.927606079476
leaf_weight=4209727 10772 56795 35 223 34 786 72 448 35 52 21 68 1876 87 23 22 25 26 47 106 135 34700 21 47 53 26 39 23 978 862
leaf_count=4209727 10772 56795 35 223 34 786 72 448 35 52 21 68 1876 87 23 22 25 26 47 106 135 34700 21 47 53 26 39 23 978 862
internal_value=0 -637.908 -197.334 -1348.99 1418.17 2492.11 21957.9 -7762.5 -85012.5 36032 22614.2 27843.5 -17944.4 75562.4 17430.7 -63445.2 -136284 -80752.1 -35010.9 -59297.1 109758 1578.19 16358.9 -1176.48 -110589 -254693 37494 171960 10992.3 30927.4
internal_weight=0 108437 97665 57018 40647 38511 1727 555 107 1172 875 854 2136 297 110 260 73 51 187 153 187 36784 2084 1139 114 61 945 44 1025 901
internal_count=4318164 108437 97665 57018 40647 38511 1727 555 107 1172 875 854 2136 297 110 260 73 51 187 153 187 36784 2084 1139 114 61 945 44 1025 901
is_linear=0
shrinkage=0.1


Tree=1200
num_leaves=31
num_cat=0
split_feature=3 3 1 1 1 0 0 0 1 5 5 5 5 1 1 0 0 5 5 5 4 1 1 0 6 1 5 0 2 6
split_gain=4.49927e+12 2.3932e+13 7.74587e+13 1.70664e+14 1.41481e+14 1.05362e+14 3.46108e+14 7.11736e+14 3.42271e+14 5.04587e+14 2.33722e+14 8.6038e+13 7.76442e+13 7.63949e+13 6.91048e+13 1.34208e+14 8.87752e+13 7.99171e+13 6.17482e+13 5.64617e+13 5.52376e+13 5.16502e+13 1.45645e+14 1.77077e+14 7.66207e+13 1.03401e+14 8.79883e+13 8.21107e+13 6.87984e+13 5.88196e+13
threshold=10.500000000000002 9.5000000000000018 82.91993380000001 82.926290250000008 82.871296800000025 54.99493995000001 55.061033200000004 55.055104550000003 82.902675200000019 67.00500000000001 95.020000000000024 19.650000000000002 26.005000000000006 82.897133550000021 82.940215400000014 55.014170500000006 55.013931500000005 83.010000000000005 52.020000000000003 97.050000000000011 1.5000000000000002 82.966612450000014 82.970752000000019 54.990279300000005 1.5000000000000002 82.945329900000004 52.020000000000003 54.947737500000009 7.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 19 -6 7 -7 9 13 11 -8 -5 -9 15 16 -14 -17 -18 -3 -13 24 23 29 25 -16 27 -26 -28 -23
right_child=-2 2 3 12 5 6 10 8 -10 -11 -12 20 14 -15 21 17 18 -19 -20 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-106.08856744216006 -131.10835540314483 1764.174233140878 -30735.118389063628 20665.922906293301 1853.5154289063871 36629.69895962895 -92229.540668883506 11907.23866003788 2312.8238008720932 507885.21839788737 -78808.505483398447 3064.0980627455579 40695.599830426363 238720.81782407407 83330.566689269195 1153.043398090449 92194.536003605768 53026.965089925136 254022.95861486485 -5057.5622113365844 30521.957043410403 10853.996397819705 -266.01413636808115 39945.098647778184 -6584.3868457265626 -904.16557603292517 -7595.405969005441 10840.080866667644 -24530.401464773371 725.89632318509166
leaf_weight=1938624 1629650 255810 1826 1793 4450 2094 79 33 43 71 320 1938 258 27 146 2558 65 336 37 12737 1178 10788 337046 1593 10573 78224 5993 3634 4000 12240
leaf_count=1938624 1629650 255810 1826 1793 4450 2094 79 33 43 71 320 1938 258 27 146 2558 65 336 37 12737 1178 10788 337046 1593 10573 78224 5993 3634 4000 12240
internal_value=0 79.4717 559.184 -222.634 1880.38 13421 22322.1 52777.9 247113 327468 2670.91 10831.6 -103.909 113973 -183.569 14338.5 71919.3 7175.72 150897 1440.62 13444.5 -285.36 276.363 7701.17 -2266.02 -747.24 -7184.49 -2127.39 -14374.1 5470.64
internal_weight=0 2.68851e+06 749890 471110 278780 10233 5783 2268 174 131 3515 3195 469284 60 467491 3254 360 2894 102 268547 3116 464237 361667 24621 102570 78370 24200 14207 9993 23028
internal_count=4318164 2688514 749890 471110 278780 10233 5783 2268 174 131 3515 3195 469284 60 467491 3254 360 2894 102 268547 3116 464237 361667 24621 102570 78370 24200 14207 9993 23028
is_linear=0
shrinkage=0.1


Tree=1201
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 5 1 6 3 4 0 3 0 3 1 1 5 5 0 1 5 4 5 1 2 3 3 1 2 4
split_gain=4.61432e+12 6.56388e+13 1.05532e+14 9.44655e+13 8.57064e+13 7.13543e+13 6.8601e+13 5.09183e+13 1.09717e+14 1.03867e+14 9.87473e+13 8.98379e+13 1.1317e+14 1.02791e+14 3.79846e+14 2.42517e+14 2.25391e+14 1.9015e+14 1.49128e+14 1.36571e+14 1.25375e+14 1.20241e+14 2.1259e+14 9.97771e+13 2.09511e+14 1.85676e+14 1.93556e+14 1.48069e+14 1.79655e+14 1.4663e+14
threshold=57.581016350000006 57.178027650000011 65.610478850000007 114.05000000000001 39.925119750000007 63.855000000000011 39.826386800000009 1.5000000000000002 5.5000000000000009 3.5000000000000004 57.641335050000002 16.500000000000004 57.60800230000001 14.500000000000002 30.315880100000005 30.226173900000003 50.805000000000007 102.01000000000001 60.063729500000008 30.323743050000001 89.00500000000001 2.5000000000000004 80.815000000000012 30.346469350000003 2.5000000000000004 6.5000000000000009 11.500000000000002 30.323743050000001 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 -2 11 -9 12 -10 23 15 18 -17 -18 20 21 -15 -16 -23 24 25 -14 -27 -26 -29 -30
right_child=7 2 -4 -5 5 -7 -8 10 9 -11 -12 -13 13 14 19 16 17 -19 -20 -21 -22 22 -24 -25 27 26 -28 28 29 -31
leaf_value=-2.4951961416010713 7719.473022990901 -10968.995730269589 10465.172262213195 -73620.143398670014 -7585.5220409302165 -24372.971729911224 6597.0825811672757 7829.7419220907032 -21897.421691272888 19241.614309596367 560.27496553995286 185.00296953066575 94454.530304713189 -13981.05921512727 16999.952033158304 -32692.984238292196 -109163.85783420141 160460.99282407408 118522.43395143072 -4991.5487392403602 -168625.52390407986 173875.59821465285 -67996.575263671883 -6425.8573117459127 1207.3451989952873 -31114.371332177929 3023.9978418303899 7996.6056034133426 15852.110405674877 72811.906192620954
leaf_weight=3692239 13402 3274 4060 210 13978 3092 6927 19676 3472 2352 371441 98115 153 1798 719 1115 837 27 83 11478 54 133 50 27993 27700 3998 2841 5139 894 914
leaf_count=3692239 13402 3274 4060 210 13978 3092 6927 19676 3472 2352 371441 98115 153 1798 719 1115 837 27 83 11478 54 133 50 27993 27700 3998 2841 5139 894 914
internal_value=0 -41.2996 -4583.8 -6807.12 -6292.62 -10626.3 959.269 258.74 -1025.14 -1642.39 925.981 -1904.34 -4197.42 -3482.22 -10632.2 -37786.6 -62400.4 -100738 -12613.1 -2047.21 -18490.1 35419.7 107790 -1809.11 1294.64 -14495.5 -16932.9 4481.19 17535.1 44647.1
internal_weight=0 3.72378e+06 31541 27481 27271 17070 10201 594384 203267 189865 391117 187513 89398 85926 16294 3914 1979 864 1935 12380 1852 902 183 69632 41639 6992 6839 34647 6947 1808
internal_count=4318164 3723780 31541 27481 27271 17070 10201 594384 203267 189865 391117 187513 89398 85926 16294 3914 1979 864 1935 12380 1852 902 183 69632 41639 6992 6839 34647 6947 1808
is_linear=0
shrinkage=0.1


Tree=1202
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 6 1 0 3 6 3 1 5 0 1 0 3 1 0 1 3 4 3 5 5 0 2 4 5 5
split_gain=4.49772e+12 4.39905e+13 1.20896e+14 6.88778e+13 4.95029e+13 5.13643e+13 4.76932e+13 1.98184e+14 5.90096e+13 4.38505e+13 3.9528e+13 3.79368e+13 5.63568e+13 5.57276e+13 9.43122e+13 3.56005e+14 2.13408e+14 1.7154e+14 1.72544e+14 2.3619e+14 1.30913e+14 1.14178e+14 1.15029e+14 7.82601e+13 1.37213e+14 8.10231e+13 7.47849e+13 6.98899e+13 8.24024e+13 7.06053e+13
threshold=43.574807850000006 42.09605220000001 44.226894250000008 43.465905150000005 114.05000000000001 1.5000000000000002 43.048525950000005 55.551692500000009 9.5000000000000018 1.5000000000000002 8.5000000000000018 44.660994650000006 38.010000000000012 56.301440000000007 43.94115175000001 56.338501050000012 11.500000000000002 44.005491150000005 56.320495600000008 44.083877800000003 6.5000000000000009 1.5000000000000002 9.5000000000000018 118.33500000000002 120.05000000000001 56.320495600000008 9.5000000000000018 3.5000000000000004 110.05000000000001 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 7 8 -7 -3 -11 12 -2 -14 -15 17 -17 21 -19 20 -20 22 -16 25 -25 -23 27 28 -22 -30
right_child=11 2 4 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 15 16 -18 18 19 -21 26 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-45.269074857750496 -2166.829838205153 53183.481753472232 24008.558783025721 2171.862173293554 -86408.99127112102 -7742.4582554137951 -6191.6899355220012 -67112.351038279579 -43801.391731544332 -29771.352464245214 -102729.71817880307 10.368103394404747 1487.9398308468419 663.76990217518369 79339.803280406035 -48346.949454922025 19800.745885146178 22938.823326588852 121128.39871678443 -65776.699528528436 43003.038483704913 12543.698909662409 16450.165107401448 190055.14079545456 22219.701515047316 -14162.658839012205 106899.65283098118 166942.30811631947 -115766.5896222015 84125.889540608739
leaf_weight=2109152 24242 45 423 19564 86 4643 7682 725 503 248 106 2076529 50142 11259 418 1345 698 3090 471 122 376 2239 956 55 426 2306 186 36 67 24
leaf_count=2109152 24242 45 423 19564 86 4643 7682 725 503 248 106 2076529 50142 11259 418 1345 698 3090 471 122 376 2239 956 55 426 2306 186 36 67 24
internal_value=0 -102.812 -3669.83 1333.01 -10772.1 -10306.6 -11377.7 -18163.3 -11267.1 -39798 -51617.6 101.309 2019.29 3386.65 7341.35 13208.1 -25064 20466.8 35734.8 66577.1 80497 10036.8 35582.5 3053.1 41410.9 -1006.33 52721.4 32687.3 22337.9 -63047.7
internal_weight=0 2.14318e+06 34025 19963 14062 13976 13553 5871 5146 399 354 2.17499e+06 98458 74216 24074 12815 2043 10772 4372 1282 1160 6400 1374 5026 481 4545 689 503 467 91
internal_count=4318164 2143177 34025 19963 14062 13976 13553 5871 5146 399 354 2174987 98458 74216 24074 12815 2043 10772 4372 1282 1160 6400 1374 5026 481 4545 689 503 467 91
is_linear=0
shrinkage=0.1


Tree=1203
num_leaves=31
num_cat=0
split_feature=2 6 3 3 0 1 5 0 0 5 1 3 1 3 5 0 1 3 1 3 1 1 5 1 0 0 3 0 3 0
split_gain=4.42239e+12 8.73022e+13 1.1343e+14 5.61688e+13 6.38618e+13 4.56946e+13 7.35139e+13 1.48322e+14 7.33152e+13 1.20849e+14 1.68645e+14 8.98933e+13 7.3324e+13 7.41441e+13 7.15256e+13 6.93926e+13 6.59395e+13 1.048e+14 6.26462e+13 6.14466e+13 6.1378e+13 5.82626e+13 5.67746e+13 6.35398e+13 1.03542e+14 1.34984e+14 5.47192e+13 6.59147e+13 6.03184e+13 5.42871e+13
threshold=1.5000000000000002 1.5000000000000002 5.5000000000000009 14.500000000000002 59.882016200000002 37.792847950000002 46.405000000000008 55.628356700000005 55.87722990000001 98.020000000000024 37.342273500000012 6.5000000000000009 37.542000650000013 23.500000000000004 85.91500000000002 55.078308950000007 83.006817700000013 8.5000000000000018 37.533784800000006 7.5000000000000009 37.533784800000006 30.578016350000002 56.005000000000003 37.597123000000003 55.793358600000012 55.695992150000002 17.500000000000004 55.535913550000011 13.500000000000002 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -4 15 9 11 -11 -9 13 20 19 -8 -7 -18 -17 -10 -13 -16 -14 24 25 -24 28 -28 -20 -22
right_child=-2 2 5 4 -6 16 7 8 14 10 -12 12 22 -15 21 18 17 -19 26 -21 29 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=2027.5475309337389 -38.295165551002761 935.70994293987462 -1420.505397095938 6294.3521741404538 26799.13138964387 -464.99801677279424 -5239.9159688371446 37107.677140713284 -32147.144977724165 -98120.109719669126 119226.2171333377 -30265.949726755614 -75793.412352141328 114372.59322666266 -22026.572195831512 35232.825137400112 29046.703909535918 -7964.6449753208453 17425.059440065041 -4492.1857182382173 -80482.916087962978 -77305.240787259623 -15352.322646103896 -50340.610169013387 -75179.345760777491 194404.2212622549 -6297.9967595880689 244537.75326171878 -29588.984137906737 80784.345596976913
leaf_weight=87862 3777275 269900 21904 10932 1764 109335 3942 177 918 51 119 1588 604 39 715 1010 795 20309 624 6438 27 260 77 746 83 51 22 20 485 92
leaf_count=87862 3777275 269900 21904 10932 1764 109335 3942 177 918 51 119 1588 604 39 715 1010 795 20309 624 6438 27 260 77 746 83 51 22 20 485 92
internal_value=0 267.433 -339.691 2925.95 9143.31 -2359.46 -5316.62 -10034.7 -16496.6 -28306.4 54022.3 -32323.6 -36039.7 -21960.3 -11316.8 2655.12 -1452.8 -6570.41 17056.9 -7943.42 -25075.1 -36767.6 -51787.8 -36636.9 11813.3 68222.6 1107.54 113148 -3135.64 44194.3
internal_weight=0 540889 440331 100558 12696 170431 39992 18088 11985 3654 170 3484 3307 1746 8331 6103 130439 21104 2161 7356 1707 975 1561 957 211 128 1151 42 1109 119
internal_count=4318164 540889 440331 100558 12696 170431 39992 18088 11985 3654 170 3484 3307 1746 8331 6103 130439 21104 2161 7356 1707 975 1561 957 211 128 1151 42 1109 119
is_linear=0
shrinkage=0.1


Tree=1204
num_leaves=31
num_cat=0
split_feature=4 5 2 0 0 5 1 5 5 3 5 5 5 5 3 0 0 1 0 5 3 3 5 0 1 1 0 3 1 2
split_gain=4.28667e+12 1.57296e+13 1.65937e+13 2.23905e+13 3.93566e+13 5.01251e+13 4.33456e+13 2.91068e+13 2.27161e+13 2.1772e+13 2.12214e+13 3.23345e+13 2.54607e+13 1.77318e+13 1.66276e+13 1.65751e+13 2.46952e+13 3.00836e+13 1.80638e+13 2.6883e+13 1.64108e+13 1.58237e+13 1.55778e+13 1.55339e+13 1.73915e+13 1.89032e+13 1.88743e+13 1.62086e+13 1.75035e+13 1.4009e+13
threshold=-1.0000000180025095e-35 13.050000000000002 12.500000000000002 54.970187400000007 55.046835900000012 142.05000000000004 82.871296800000025 101.05000000000001 46.010000000000012 23.500000000000004 79.730000000000018 80.00500000000001 29.050000000000004 24.010000000000002 36.500000000000007 55.734663800000007 55.645049100000001 37.39371280000001 55.769960200000007 25.005000000000006 12.500000000000002 21.500000000000004 90.015000000000015 55.899899800000007 37.275078000000001 37.642309100000013 55.812836050000008 25.500000000000004 37.582182450000005 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 14 -4 6 7 13 10 -8 -9 12 -12 15 -5 -3 16 17 21 19 -17 -1 -6 -13 24 -20 27 -27 28 -26 -14
right_child=-2 2 3 4 5 -7 8 9 -10 -11 11 22 29 -15 -16 18 -18 -19 23 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3515.9641492262958 -24.397409046971958 841.87588461648693 -5722.8436655742098 16496.110227098652 -6224.8029453125 131748.7986607143 8486.5091824408137 -106645.0418154762 26147.509633444464 -22519.884789402175 101586.19215425533 -6208.6915793117096 -8223.0811930287673 -16548.782772842485 -56832.382409179692 -51150.987883917842 17817.66119815204 2037.0923632308331 -57375.426233552629 -672.06400044353836 -23397.506422577848 -108663.06338918587 54386.432916891172 -2736.1236519078852 29091.708711429776 4908.6045036315918 -47620.257609330103 6628.6030719234886 113997.79074519231 46600.764843750003
leaf_weight=2815 4073891 208494 9379 204 25 28 2403 42 1045 115 47 158 5599 796 50 182 1195 2282 38 251 487 38 58 7264 367 320 87 431 26 47
leaf_count=2815 4073891 208494 9379 204 25 28 2403 42 1045 115 47 158 5599 796 50 182 1195 2282 38 251 487 38 58 7264 367 320 87 431 26 47
internal_value=0 406.891 500.825 -1603.6 72.6529 -1948.12 8522.84 -2149.69 13839.1 -45024.7 -1784.15 26418.2 -2192.77 -9807.62 828.048 323.654 6117.5 155.151 -1963.9 -21889.5 -6448.22 -68013 10062.2 -952.789 9255.36 11312.2 -6319.92 20021.3 34708.9 -7766.7
internal_weight=0 244273 240971 32427 23048 18600 4448 18572 3448 157 18415 263 18152 1000 208544 12506 3540 2345 8966 433 3302 63 216 8533 1269 1231 407 824 393 5646
internal_count=4318164 244273 240971 32427 23048 18600 4448 18572 3448 157 18415 263 18152 1000 208544 12506 3540 2345 8966 433 3302 63 216 8533 1269 1231 407 824 393 5646
is_linear=0
shrinkage=0.1


Tree=1205
num_leaves=31
num_cat=0
split_feature=0 1 0 1 3 0 0 0 6 0 5 5 4 5 0 0 5 0 3 3 5 2 4 0 0 5 5 2 4 5
split_gain=4.44435e+12 3.26203e+13 9.51652e+13 1.0385e+14 2.29943e+14 9.94151e+13 7.38591e+13 5.67474e+13 5.49401e+13 5.33984e+13 5.28253e+13 1.25571e+14 4.9639e+13 1.28231e+14 8.88907e+13 6.34525e+13 6.24755e+13 1.0198e+14 1.08034e+14 8.1931e+13 7.80168e+13 1.10626e+14 6.63588e+13 8.91983e+13 7.58967e+13 1.98934e+14 1.11054e+14 8.27479e+13 7.23158e+13 1.28916e+14
threshold=56.758269450000007 35.911716050000003 54.978840000000005 34.359746700000009 5.5000000000000009 55.975961550000008 56.121679000000007 54.934662400000008 1.5000000000000002 56.054485600000007 104.75000000000001 87.395000000000024 1.5000000000000002 49.505000000000003 54.725565150000001 44.678200800000006 69.610000000000014 54.736324100000012 4.5000000000000009 3.5000000000000004 96.015000000000015 2.5000000000000004 2.5000000000000004 44.678200800000006 54.725565150000001 86.02500000000002 99.555000000000021 2.5000000000000004 3.5000000000000004 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 8 -4 12 -5 -6 11 -9 13 15 -15 -1 -14 22 19 -19 -21 -22 23 -18 26 27 -24 -26 -28 -30
right_child=-2 -3 3 4 9 -7 -8 10 -10 -11 -12 -13 16 14 -16 -17 17 18 -20 20 21 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=-29477.644720161807 195.10034682908599 -17.415112135999536 -89934.903686331207 29497.531812500001 56925.582673944977 14159.573062308562 -29675.14541536905 14671.971771601266 -62948.331897271055 164582.79472656251 -70540.802438446975 155738.37974668559 -9868.8480421821569 44245.584181499755 -26767.129583827016 1103.7363835395145 81611.585254729202 -39408.724238087874 -40530.874506503649 14432.974184409341 257499.78898809524 889.41872907366076 -20969.323285752962 9439.9659881605312 160961.37799423994 1058.8973740797778 22177.356508924106 39528.372532126174 -64523.241069568452 23019.088544191483
leaf_weight=719 919083 3355418 254 75 117 454 1021 1437 450 76 66 66 12959 1071 211 12038 178 101 1058 91 42 28 3114 4514 118 1248 1374 107 315 361
leaf_count=719 919083 3355418 254 75 117 454 1021 1437 450 76 66 66 12959 1071 211 12038 178 101 1058 91 42 28 3114 4514 118 1248 1374 107 315 361
internal_value=0 -52.7535 -2768.44 -21928.6 -441.47 -20108.3 -41679.8 -1630.9 -49741.8 99319.1 17021.5 20866.5 -2369.05 2409.82 32557.8 -619.867 -4988.97 10.5135 -26294.4 31194.7 75486.3 154856 3075.44 12177.9 -3359.53 16662.9 -9070.82 103213 9003.3 -17773.6
internal_weight=0 3.39908e+06 43663 2447 1172 979 1275 41216 525 193 1569 1503 39647 14039 1282 12757 25608 12649 1320 262 161 70 11329 4692 6637 1473 5164 225 2050 676
internal_count=4318164 3399081 43663 2447 1172 979 1275 41216 525 193 1569 1503 39647 14039 1282 12757 25608 12649 1320 262 161 70 11329 4692 6637 1473 5164 225 2050 676
is_linear=0
shrinkage=0.1


Tree=1206
num_leaves=31
num_cat=0
split_feature=3 0 0 5 1 3 1 6 0 6 2 1 1 3 6 5 4 1 3 3 1 5 0 1 5 1 3 5 0 1
split_gain=4.14475e+12 3.90463e+13 6.52646e+13 8.60984e+13 6.53976e+13 1.43126e+14 1.11071e+14 1.89887e+14 2.06747e+14 1.61738e+14 8.16324e+13 8.75279e+13 9.22273e+13 7.5341e+13 6.36606e+13 9.11223e+13 7.49832e+13 6.76474e+13 6.59683e+13 1.00016e+14 5.91702e+13 5.59643e+13 6.87825e+13 5.56447e+13 5.93348e+13 5.65572e+13 5.34649e+13 5.22172e+13 5.07966e+13 8.18176e+13
threshold=19.500000000000004 60.035045000000004 60.063729500000008 44.605000000000011 30.332994000000003 20.500000000000004 30.346469350000003 1.5000000000000002 60.042666650000008 1.5000000000000002 9.5000000000000018 30.323743050000001 30.226173900000003 25.500000000000004 1.5000000000000002 91.050000000000011 3.5000000000000004 30.278357500000002 22.500000000000004 23.500000000000004 30.259484550000003 69.015000000000015 60.042666650000008 30.259484550000003 50.005000000000003 30.315880100000005 23.500000000000004 63.855000000000011 60.042666650000008 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 7 8 -6 13 -5 12 27 26 15 17 -17 28 -16 -20 -21 -11 -23 24 -4 -25 -8 -12 29 -7
right_child=1 2 23 4 6 14 9 -9 -10 21 11 -13 -14 -15 18 16 -18 -19 19 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=35.758122120784435 -480.7130060863019 382.2459763269967 2293.0362874349385 20967.545130693154 -364839.86178571428 -1157.3662505828584 -5258.556180032002 32840.09318223111 -52819.196867766208 -2574.7133990159105 86869.266857207142 280280.69435096154 -60911.900824652781 -856.25866651399758 -31110.612313954156 171881.9226497396 10232.597244318182 -156825.86847956732 120824.17574643419 9868.350959837564 59688.861867357336 45966.468932629876 -54946.252235973014 25018.379347513415 -57983.962721488409 -5686.5900531659281 37752.447879857958 201661.81707812502 19679.919633038593 -94944.382824218759
leaf_weight=3810546 479524 11914 282 188 35 1332 343 86 54 793 191 26 36 1128 137 60 55 26 142 562 414 77 550 676 388 5328 1836 50 1285 100
leaf_count=3810546 479524 11914 282 188 35 1332 343 86 54 793 191 26 36 1128 137 60 55 26 142 562 414 77 550 676 388 5328 1836 50 1285 100
internal_value=0 -268.426 3355 6045.39 13143.1 21701.7 5104.81 -73127.9 -175524 8001.1 72732.2 104850 88383.7 20122.1 15609.8 7365.6 94571.4 3709.51 34384.1 42409.9 31001.2 -20227.3 -42553.5 -5279.72 -32613.6 -2229.47 30982 110685 5245.73 -7706.74
internal_weight=0 507618 28094 21420 9506 4604 4902 175 89 4727 491 303 277 3307 4113 2858 115 2743 1255 1118 976 1420 627 6674 670 6004 2179 241 2717 1432
internal_count=4318164 507618 28094 21420 9506 4604 4902 175 89 4727 491 303 277 3307 4113 2858 115 2743 1255 1118 976 1420 627 6674 670 6004 2179 241 2717 1432
is_linear=0
shrinkage=0.1


Tree=1207
num_leaves=31
num_cat=0
split_feature=0 0 1 0 3 3 3 1 1 5 1 1 1 3 5 5 5 1 1 3 4 5 1 5 4 3 2 2 5 3
split_gain=4.17957e+12 3.80616e+13 1.02396e+14 6.06077e+13 7.43668e+13 6.54878e+13 6.58154e+13 8.89936e+13 2.35267e+14 1.84912e+14 1.82245e+14 8.24408e+13 7.45628e+13 6.22131e+13 9.0003e+13 5.93255e+13 7.17647e+13 5.79858e+13 4.87542e+14 9.71335e+13 1.68469e+14 1.47064e+14 1.38138e+14 9.48855e+13 1.37212e+14 8.01548e+13 1.53875e+14 1.42566e+14 9.21249e+13 8.37586e+13
threshold=44.580511600000001 44.039893800000009 39.262370300000008 43.642715500000008 19.500000000000004 15.500000000000002 5.5000000000000009 39.666208800000007 40.810045900000013 47.005000000000003 40.247294600000011 39.969502550000009 41.900971000000006 3.5000000000000004 77.715000000000018 44.905000000000008 40.905000000000008 41.950906500000009 39.188277450000008 4.5000000000000009 2.5000000000000004 71.715000000000018 38.096381250000007 98.020000000000024 4.5000000000000009 12.500000000000002 12.500000000000002 8.5000000000000018 80.00500000000001 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 11 13 -9 -10 14 -11 16 -13 18 19 -3 21 -21 25 -22 -25 28 27 -27 -23 -30
right_child=-2 17 3 4 -6 -7 -8 8 12 10 -12 15 -14 -15 -16 -17 -18 -19 -20 20 23 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-86069.147553604198 18.499659530867898 13602.400528102786 -517.38988148138458 -16076.969115659342 143906.55833333332 -20897.417396517667 16645.713638432335 -38678.097911360819 -51277.838130277749 62460.350330699577 211219.74719716498 30647.974822745589 2054.0900265449909 42237.312950550433 236323.17916666667 -60262.740122070318 149472.76340921337 1007.0489592243489 -65371.971827751193 -4707.9961037037419 -39631.6827957524 66176.099488088352 -46402.215034208246 26153.048206158433 -174479.03044763513 89571.655500183115 -43458.580910326091 310509.15176630433 36318.061174166047 -80175.578557342233
leaf_weight=137 4170694 2997 97915 2036 39 880 4987 227 272 88 97 411 7238 396 45 60 58 15073 1342 9721 1976 405 171 433 37 80 46 46 154 103
leaf_count=137 4170694 2997 97915 2036 39 880 4987 227 272 88 97 411 7238 396 45 60 58 15073 1342 9721 1976 405 171 433 37 80 46 46 154 103
internal_value=0 -523.201 332.379 435.535 5978.22 5657.94 7126.28 2782.08 7100.24 45018.4 85216.2 11732.9 122.494 62111.6 121286 33364.8 45342.7 -3539.84 -7453.68 -2646.56 -6343.65 -943.029 35474.1 -30026 10358.6 52261.7 113082 170231 36459.5 -10370.1
internal_weight=0 147470 114886 114749 16834 16795 15915 10928 8892 1382 626 756 7510 529 133 529 469 32584 17511 16169 13172 10726 1005 2446 470 834 172 126 662 257
internal_count=4318164 147470 114886 114749 16834 16795 15915 10928 8892 1382 626 756 7510 529 133 529 469 32584 17511 16169 13172 10726 1005 2446 470 834 172 126 662 257
is_linear=0
shrinkage=0.1


Tree=1208
num_leaves=31
num_cat=0
split_feature=0 0 0 1 5 1 5 4 3 1 5 1 5 5 5 5 3 6 1 1 1 1 6 3 3 5 5 5 5 0
split_gain=4.41892e+12 7.2581e+13 8.99253e+13 9.89946e+13 1.06884e+14 7.8968e+13 7.07351e+13 6.9951e+13 6.13975e+13 8.62814e+13 7.50621e+13 4.97246e+13 4.83115e+13 4.57362e+13 4.4373e+13 4.40575e+13 4.18034e+13 6.74425e+13 4.76059e+13 6.36012e+13 4.8738e+13 5.38322e+13 4.11791e+13 5.56749e+13 4.0054e+13 5.73821e+13 3.84939e+13 3.59963e+13 8.18541e+13 3.51831e+13
threshold=50.973130900000008 51.636650050000007 51.67657710000001 39.262370300000008 68.00500000000001 37.869926150000005 54.410000000000004 1.5000000000000002 10.500000000000002 39.188277450000008 104.75000000000001 39.143775600000005 112.04500000000002 66.50500000000001 35.505000000000003 95.020000000000024 15.500000000000002 1.5000000000000002 57.550671000000001 41.950906500000009 37.998366300000008 37.914142000000005 1.5000000000000002 24.500000000000004 8.5000000000000018 118.33500000000002 89.00500000000001 73.995000000000019 75.750000000000014 50.565831500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 5 3 4 11 6 -2 15 9 -9 -11 -3 -8 16 -13 -6 17 -7 19 20 21 -19 -15 -24 -12 -26 -25 -10 -29 -1
right_child=1 2 -4 -5 7 13 12 8 27 10 24 14 -14 22 -16 -17 -18 18 -20 -21 -22 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=112.75950950354391 -6002.8084233945801 -15889.039509752682 -40.981999114438096 -20916.081337570111 124665.57147707359 -17337.356955528849 -25739.060263613865 -2.7643191201346262 34045.274522446525 48647.268338681177 86306.306706730771 -8702.4729032357336 -123129.61721754808 -26232.254200847587 9413.2930605687634 8512.8726313164898 8965.8165643583161 1461.3765102889861 -11032.314251700993 15029.781816589013 -10207.740586907716 35718.272422904221 -7323.5093857003658 131629.09604591838 112329.22747395834 322272.39266304346 -25190.416864809784 -50928.457598674468 14158.522408043471 4710.4802278666284
leaf_weight=825780 3653 1094 3426285 1154 107 2600 2487 280 720 420 65 1606 52 1319 8552 47 3907 4562 3055 3196 3683 510 3415 49 30 23 23 211 2293 16986
leaf_count=825780 3653 1094 3426285 1154 107 2600 2487 280 720 420 65 1606 52 1319 8552 47 3907 4562 3055 3196 3683 510 3415 49 30 23 23 211 2293 16986
internal_value=0 -49.8149 -5.40675 7336.54 9447.07 -4752.6 -14913.4 23068.3 20548.1 45016.1 68445.9 4367.55 -27733.7 -2362.09 6549.15 89216.4 -391.773 -2468.34 107.922 2955.67 -1451.97 4905.98 -11181.8 -5488.77 138916 203437 81534 14340 8673.96 205.427
internal_weight=0 3.4754e+06 3.44289e+06 16602 15448 32511 6192 4196 4042 818 538 11252 2539 26319 10158 154 21513 17606 15006 11951 8755 5072 4806 3487 118 53 72 3224 2504 842766
internal_count=4318164 3475398 3442887 16602 15448 32511 6192 4196 4042 818 538 11252 2539 26319 10158 154 21513 17606 15006 11951 8755 5072 4806 3487 118 53 72 3224 2504 842766
is_linear=0
shrinkage=0.1


Tree=1209
num_leaves=31
num_cat=0
split_feature=5 0 5 1 3 4 0 5 3 2 0 1 4 2 4 2 1 5 2 2 5 1 3 1 1 1 5 3 3 5
split_gain=4.42398e+12 1.6349e+13 2.44718e+13 1.86011e+13 2.2233e+13 2.42013e+13 2.40817e+13 3.15196e+13 3.00855e+13 1.87129e+13 1.71448e+13 3.76473e+13 4.35372e+13 4.11797e+13 5.62883e+13 3.77719e+13 6.98268e+13 3.62592e+13 4.57586e+13 3.16128e+13 3.56136e+13 3.01045e+13 2.61057e+13 2.81255e+13 2.90622e+13 2.60419e+13 3.59992e+13 6.77889e+13 4.09577e+13 2.66691e+13
threshold=100.05000000000001 43.056445700000005 101.05000000000001 47.554129950000011 13.500000000000002 2.5000000000000004 42.966471700000007 150.04500000000004 17.500000000000004 4.5000000000000009 43.514103700000014 39.899261850000009 3.5000000000000004 5.5000000000000009 4.5000000000000009 2.5000000000000004 44.083877800000003 112.04500000000002 10.500000000000002 3.5000000000000004 128.92000000000004 39.969502550000009 10.500000000000002 44.083877800000003 45.148007750000012 45.148007750000012 116.06000000000002 17.500000000000004 11.500000000000002 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 9 -8 11 12 -3 14 19 -16 -17 18 21 22 -21 -15 23 -13 -25 26 -19 28 29 -28
right_child=1 10 3 -5 6 -7 7 -9 -10 -11 -12 13 -14 17 15 16 -18 25 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=17.025567436842906 -51709.373372395836 9967.9032165527351 -18309.603011272182 -4408.6983801257293 -61968.342613181092 18199.187490319171 -71565.258174189818 99899.864116379322 -114233.82787500002 20108.877185346952 -646.44950999042828 -13512.18181966146 165587.81742968751 -88571.632065217404 7494.1147812500003 175016.84408482144 -42930.990001860126 -155008.93685661766 111257.55214843751 -8136.6429805049193 55243.381429036468 3221.6116723632813 52701.272860646808 -110761.04367745535 -30947.345036677005 15669.591565583883 -59017.875710304608 75584.307849121091 -164472.08022321429 48671.020070312501
leaf_weight=4199349 72 64 199 997 78 2073 27 29 25 127 113157 435 25 46 75 49 21 34 32 270 132 160 43 70 131 57 287 40 35 25
leaf_count=4199349 72 64 199 997 78 2073 27 29 25 127 113157 435 25 46 75 49 21 34 32 270 132 160 43 70 131 57 287 40 35 25
internal_value=0 -601.745 6008.83 7177.81 11693.7 15001.5 -14582.9 3186.61 -12482 4036.14 -809.896 -9916.32 53681.4 -12830.9 -1702.65 56802.3 109632 -31885.8 5.9011 -9550.22 12674.7 -17275.9 -22708.4 -27806.9 -58743.2 -47764.9 -56353.5 -47686.1 -61895.9 -50389
internal_weight=0 118815 3627 3555 2558 2272 286 208 179 154 115188 2031 89 1942 1226 145 70 716 238 1081 402 206 679 636 201 478 421 387 347 312
internal_count=4318164 118815 3627 3555 2558 2272 286 208 179 154 115188 2031 89 1942 1226 145 70 716 238 1081 402 206 679 636 201 478 421 387 347 312
is_linear=0
shrinkage=0.1


Tree=1210
num_leaves=31
num_cat=0
split_feature=1 1 5 1 3 3 1 6 5 3 2 5 0 2 1 3 0 5 2 0 5 0 0 3 5 0 1 5 4 3
split_gain=4.15635e+12 1.38792e+14 4.70543e+13 4.57741e+13 7.19498e+13 9.29017e+13 7.17164e+13 1.00742e+14 6.94021e+13 8.73806e+13 1.01261e+14 6.09827e+13 8.25184e+13 1.30141e+14 7.70434e+13 6.08116e+13 1.12267e+14 5.92915e+13 5.82933e+13 6.3828e+13 5.52574e+13 5.29323e+13 1.0142e+14 1.54546e+14 8.87982e+13 7.20955e+13 1.34956e+14 9.15233e+13 2.77315e+14 1.28292e+14
threshold=61.880021000000006 61.463701450000009 87.395000000000024 65.58467570000002 22.500000000000004 20.500000000000004 65.551978750000004 1.5000000000000002 161.85000000000002 10.500000000000002 7.5000000000000009 97.050000000000011 57.117834900000013 7.5000000000000009 65.565203050000022 13.500000000000002 57.157092150000004 55.005000000000003 6.5000000000000009 57.147575200000006 120.05000000000001 57.117834900000013 57.106514900000001 6.5000000000000009 120.05000000000001 57.157092150000004 65.480823400000006 80.815000000000012 2.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 21 10 -10 -9 13 14 20 -14 18 -7 19 -17 -13 22 -2 -24 -25 26 -23 -27 29 -29
right_child=3 2 -4 -5 -6 17 7 11 9 -11 -12 12 15 -15 -16 16 -18 -19 -20 -21 -22 25 23 24 -26 27 -28 28 -30 -31
leaf_value=-13.319692608664591 -2566.7092615330744 -8484.465407984766 -41614.87724244687 -8.8179959024803551 24081.09811299777 -10563.563405754765 19410.179404986367 2290.6858161142422 50138.497743164065 187058.91990131582 -107272.53929036458 206231.37646122684 312.496842481106 -32355.684634164663 54638.677511062626 94224.503604910715 -36351.150587780074 -74214.370736584911 43543.045673905028 270655.59579573007 49238.133064516129 10257.65918153269 70349.479105291 11714.569905076676 -158118.56663306453 1736.0393583517289 -8259.4248134975769 289717.02558962267 13683.574536709812 87018.649778988503
leaf_weight=3098703 6684 15361 441 1121755 1508 351 4798 24304 275 38 48 81 1226 104 160 70 106 251 127 29 31 4793 478 4469 31 8887 22011 53 915 76
leaf_count=3098703 6684 15361 441 1121755 1508 351 4798 24304 275 38 48 81 1226 104 160 70 106 251 127 29 31 4793 478 4469 31 8887 22011 53 915 76
internal_value=0 -60.9907 -9409.06 157.815 2440.02 2034.1 2329.36 6086.99 -62.4927 43621.2 26746.1 3650.65 20740.9 62788.1 99166.6 10593.4 48558.7 -37102.4 88383.6 145906 162778 -388.335 5481.21 16287.2 10544.6 -2251.7 -4948.26 5026.39 33035.3 170298
internal_weight=0 3.1145e+06 15802 1.20366e+06 81904 80396 79794 31036 48758 361 323 26238 1934 376 272 1558 332 602 226 99 112 48397 11662 4978 4500 36735 26804 9931 1044 129
internal_count=4318164 3114505 15802 1203659 81904 80396 79794 31036 48758 361 323 26238 1934 376 272 1558 332 602 226 99 112 48397 11662 4978 4500 36735 26804 9931 1044 129
is_linear=0
shrinkage=0.1


Tree=1211
num_leaves=31
num_cat=0
split_feature=5 1 0 1 3 5 1 0 0 3 1 5 0 1 4 3 3 4 3 3 2 5 3 1 1 2 2 2 1 5
split_gain=4.18135e+12 4.29984e+13 8.17236e+13 1.12945e+14 1.32124e+14 7.81182e+13 6.45032e+13 1.19239e+14 7.38575e+13 6.88169e+13 1.03403e+14 8.53078e+13 8.3223e+13 1.20747e+14 2.0798e+14 1.72288e+14 1.43593e+14 1.6717e+14 8.19792e+13 7.95609e+13 1.00213e+14 1.34432e+14 7.76941e+13 1.22752e+14 1.05162e+14 7.23638e+13 8.32735e+13 6.78698e+13 7.30581e+13 6.66897e+13
threshold=68.00500000000001 65.520339550000017 57.131524800000008 65.551978750000004 6.5000000000000009 98.020000000000024 65.610478850000007 57.178027650000011 57.157092150000004 12.500000000000002 65.565203050000022 128.92000000000004 57.157092150000004 65.551978750000004 2.5000000000000004 7.5000000000000009 9.5000000000000018 3.5000000000000004 16.500000000000004 10.500000000000002 7.5000000000000009 109.05000000000001 8.5000000000000018 65.565203050000022 65.551978750000004 4.5000000000000009 7.5000000000000009 21.500000000000004 65.551978750000004 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 9 -8 12 27 18 22 14 -14 -16 -15 -18 -12 20 21 -17 -4 24 25 -24 29 -11 -29 -27
right_child=1 2 6 -5 5 -7 8 -9 -10 10 11 -13 13 16 15 19 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=45.488199504831726 -652.85514740437793 60983.185480291344 -7581.9491652763872 726.94928178474345 -19368.685132176444 -67920.463008706094 -41771.082865118573 -16781.530706207148 2511.0201583561102 -3281.1999013348359 23896.316803243888 -66315.855330882347 218484.02872532897 -19297.054317989863 112413.77758226528 -78046.662714942737 45967.721168989119 283983.447265625 96237.967445979055 135412.59531249999 -196074.67786458333 164653.54308712122 2474.6398006819986 -973.54888498642867 97207.007072890017 65082.1012159479 15733.503824256448 -4323.9689903846156 235097.21589843754 191896.32015964674
leaf_weight=3557887 566404 165 967 176780 1192 459 409 1205 4762 3048 414 68 95 407 217 74 379 32 252 27 36 33 551 1088 287 421 408 26 25 46
leaf_count=3557887 566404 165 967 176780 1192 459 409 1205 4762 3048 414 68 95 407 217 74 379 32 252 27 36 33 551 1088 287 421 408 26 25 46
internal_value=0 -212.872 1072.55 472.067 -24339.6 -32866.7 8092.46 12740.5 -991.471 16737.1 6626.53 40375.4 24383.9 46200.5 85903.2 53357.5 22806 64499.4 51268.8 -22026.1 -51752.3 -3195.2 16857 25294.1 41977.8 30862.3 48738.4 -1366.92 113039 77573.4
internal_weight=0 760277 193873 178596 1816 1651 15277 10106 5171 8901 3833 734 5068 1300 482 387 818 411 666 170 143 107 3768 2801 1713 1426 875 3099 51 467
internal_count=4318164 760277 193873 178596 1816 1651 15277 10106 5171 8901 3833 734 5068 1300 482 387 818 411 666 170 143 107 3768 2801 1713 1426 875 3099 51 467
is_linear=0
shrinkage=0.1


Tree=1212
num_leaves=31
num_cat=0
split_feature=0 4 5 1 0 2 0 0 1 0 0 0 3 5 5 4 3 1 1 3 0 1 3 1 1 1 1 5 0 1
split_gain=4.24917e+12 3.15239e+13 9.15248e+13 8.37357e+13 7.96105e+13 7.85876e+13 8.93942e+13 7.79941e+13 9.38112e+13 7.04426e+13 5.07454e+13 4.41385e+13 7.29314e+13 1.1493e+14 7.81597e+13 7.35372e+13 7.13063e+13 8.77446e+13 6.15164e+13 6.08405e+13 8.29169e+13 5.02853e+13 6.33962e+13 4.42234e+13 1.4027e+14 5.76075e+13 1.08561e+14 9.23734e+13 1.08957e+14 8.53208e+13
threshold=47.249522000000006 2.5000000000000004 68.52500000000002 38.891822450000006 45.254062050000009 10.500000000000002 43.592450450000008 45.070824200000011 39.262370300000008 44.580511600000001 46.672631750000008 45.067452850000002 4.5000000000000009 85.91500000000002 107.05000000000001 3.5000000000000004 2.5000000000000004 34.359746700000009 39.826386800000009 16.500000000000004 43.514103700000014 38.959914000000005 18.500000000000004 39.787929450000007 39.863684800000009 39.718803500000007 39.110397700000007 103.45000000000002 43.592450450000008 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 7 -7 -5 -9 -3 -6 12 14 15 16 19 -4 -18 -13 20 -14 -21 -23 25 -25 26 -19 28 -27 -30
right_child=-2 2 11 4 10 6 -8 8 -10 -11 -12 18 13 -15 -16 -17 17 23 -20 21 -22 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=-110.28715510039297 -44.566582612803209 -32980.404721280072 -2057.1053850239578 6833.6151195355387 -12464.279463296731 136357.76139996407 28816.340267358646 30420.628301479395 -16321.839524468851 -1389.2184409085612 3211.3359392677021 4561.7999864417752 1515.6259641750337 1227.9743106065266 -9856.0651673146167 6779.6435221235752 147754.62849786933 32177.377939045095 -13387.604145913145 27971.985063899483 -14485.834762548144 12866.702410444474 -15493.303456455094 -177823.65871826175 12181.13317142813 11021.909089820821 -44818.529340289191 278434.09500000003 211086.97650973412 770.20664062500009
leaf_weight=579161 3592952 782 1802 26219 2555 87 693 2774 508 7247 10771 24327 4000 32864 1837 3200 55 1531 2072 635 17007 1423 1767 40 1356 181 208 20 62 28
leaf_count=579161 3592952 782 1802 26219 2555 87 693 2774 508 7247 10771 24327 4000 32864 1837 3200 55 1531 2072 635 17007 1423 1767 40 1356 181 208 20 62 28
internal_value=0 220.798 1533.71 4918.73 6646.68 9481.15 40811.3 8652.79 23185.7 -4466.1 205.843 -317.575 -1664.6 -2784.29 7911.88 -7488.17 14090.1 22449 3152.99 -9326.81 -11439 2273.17 -2842.43 20437.4 6736.87 29859.1 22968 71039.9 55734 145655
internal_weight=0 725212 146051 51636 43607 30281 780 29501 3282 8029 13326 94415 68016 60896 7120 28032 5283 3481 26399 24832 21007 3825 3190 3426 1396 2030 1739 291 271 90
internal_count=4318164 725212 146051 51636 43607 30281 780 29501 3282 8029 13326 94415 68016 60896 7120 28032 5283 3481 26399 24832 21007 3825 3190 3426 1396 2030 1739 291 271 90
is_linear=0
shrinkage=0.1


Tree=1213
num_leaves=31
num_cat=0
split_feature=3 2 0 5 0 5 5 4 6 1 0 1 1 5 4 3 0 0 0 4 1 5 5 1 5 0 5 4 0 5
split_gain=4.49672e+12 9.6671e+13 3.82834e+13 4.59974e+13 8.705e+13 7.36005e+13 9.29633e+13 5.28927e+13 4.09151e+13 3.75465e+13 4.44932e+13 3.75317e+13 5.93543e+13 9.06659e+13 1.00264e+14 5.02128e+13 4.52366e+13 1.47572e+14 8.6956e+13 8.28185e+13 7.96305e+13 7.24215e+13 6.9476e+13 6.73207e+13 1.62904e+14 8.85983e+13 6.56892e+13 1.20077e+14 6.27999e+13 5.62919e+13
threshold=4.5000000000000009 3.5000000000000004 56.819808050000006 59.510000000000012 55.601678500000013 81.00500000000001 142.05000000000004 3.5000000000000004 1.5000000000000002 37.314272700000011 55.826364100000013 30.578016350000002 30.388336800000001 97.050000000000011 3.5000000000000004 3.5000000000000004 59.863160500000006 59.882016200000002 54.762542150000009 2.5000000000000004 30.362552800000003 91.050000000000011 104.75000000000001 30.370618100000005 88.015000000000015 59.950068600000009 125.85000000000001 3.5000000000000004 54.708501450000007 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -5 -6 8 -8 -7 -10 -11 12 16 -14 -15 -16 18 19 26 -18 22 -22 -20 25 -25 -19 28 -28 -1 -30
right_child=-2 2 -4 4 5 6 7 -9 9 10 -12 -13 13 14 15 -17 17 23 20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-10845.530933934617 31.345776337119133 -4725.6367147350602 973.99477713484612 -7704.1894441814238 -18742.379251307881 49738.872200520833 -74897.36748798078 100948.88725000001 -156709.41931703629 -128874.5389775029 -54585.238749570068 -65.211603577218227 14197.582121526873 203942.69759114584 -38481.108128324464 125473.94540070566 38832.014745829816 16279.384847544554 -18554.424200320049 152531.39966517859 19029.538909754508 -50215.458170249243 -123029.97457932692 -3738.307618689159 -180223.14736476089 -5588.4946118597672 -235050.29353448274 -9527.4477362204725 16482.522512286028 62032.980643990304
leaf_weight=644 3945856 20121 7427 5132 1123 24 26 50 62 108 318 320314 2545 54 47 31 185 4189 3067 98 1065 176 65 252 66 3322 29 127 1298 343
leaf_count=644 3945856 20121 7427 5132 1123 24 26 50 62 108 318 320314 2545 54 47 31 185 4189 3067 98 1065 176 65 252 66 3322 29 127 1298 343
internal_value=0 -332.214 -5383.24 -7134.28 -14216.6 -33750.1 -62412.7 40791 -77732 -84001.1 -73419.1 181.847 4677.46 18388.8 99196.9 26680.5 2218.3 7263.88 -3788.4 78204.9 -12228.4 9209.14 -20722.7 4699.53 -40367.2 6607.56 11331.7 -51451.6 15618 26003.4
internal_weight=0 372308 34391 26964 6843 1711 588 76 512 488 426 337917 17603 2677 132 78 14926 8112 6814 283 4373 1241 3132 7829 318 7511 2441 156 2285 1641
internal_count=4318164 372308 34391 26964 6843 1711 588 76 512 488 426 337917 17603 2677 132 78 14926 8112 6814 283 4373 1241 3132 7829 318 7511 2441 156 2285 1641
is_linear=0
shrinkage=0.1


Tree=1214
num_leaves=31
num_cat=0
split_feature=5 1 1 5 3 4 1 4 3 0 3 2 5 1 0 0 6 5 3 1 3 0 0 5 3 1 5 5 3 5
split_gain=4.39986e+12 1.69567e+13 5.03354e+13 4.73702e+13 6.71157e+13 5.02012e+13 3.62659e+13 8.72005e+13 8.15162e+13 7.07311e+13 8.3214e+13 6.28359e+13 4.59456e+13 4.58207e+13 8.59122e+13 3.73018e+13 4.32869e+13 4.01209e+13 5.08612e+13 3.32501e+13 8.03037e+13 7.58297e+13 9.40884e+13 5.8667e+13 4.64883e+13 6.6989e+13 6.06912e+13 5.84379e+13 5.9218e+13 4.62759e+13
threshold=100.05000000000001 50.227799100000006 52.307266200000008 150.04500000000004 9.5000000000000018 2.5000000000000004 49.964253350000007 2.5000000000000004 23.500000000000004 53.145783300000012 11.500000000000002 1.5000000000000002 120.05000000000001 49.236330900000006 58.242297500000006 53.516665650000007 1.5000000000000002 177.02500000000003 5.5000000000000009 52.395917250000004 8.5000000000000018 55.727011600000004 55.74310830000001 142.05000000000004 5.5000000000000009 59.76223980000001 225.45000000000002 128.92000000000004 2.5000000000000004 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 13 -8 9 -9 11 -11 -10 -2 15 16 -15 -17 -19 20 21 -4 -23 -24 25 26 29 28 -27 -21
right_child=1 2 19 4 -6 -7 7 8 12 10 -12 -13 -14 14 -16 17 -18 18 -20 24 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=16.979087518502382 200.44269288440699 -151415.20763221156 -27567.037760416672 -36163.69696077914 -184576.59254092263 -9666.9769128036496 -87400.630538862184 -105290.67379280252 74053.710776289678 -73599.912452362812 -4360.5758037920968 54483.944662716793 244851.30848214286 -133535.41002604167 101931.93534288194 -45617.545253176111 10368.189225260418 -10418.435714285715 -201794.40283441311 -36780.769368174253 -322.10592083317221 254563.0155448718 -24816.408501372469 165146.54644396552 -621.63898312717231 26900.115115051271 36537.336444929533 7177.3332162084935 -18319.154568089969 -114694.6389148801
leaf_weight=4199349 73251 26 42 111 42 640 78 47 63 41 690 582 21 24 45 214 162 21 41 671 404 39 37 29 35820 320 102 2117 3049 86
leaf_count=4199349 73251 26 42 111 42 640 78 47 63 41 690 582 21 24 45 214 162 21 41 671 404 39 37 29 35820 320 102 2117 3049 86
internal_value=0 -600.102 -2171.03 -26727.8 -76904.5 -15200.7 308.375 15587.8 21150.9 15246 19560.7 46054.7 116753 -6.91655 -29966 -42813.2 -8200.02 -66139.5 -136974 -1700.2 22706.1 85994.5 131419 58652.2 -2019.13 -9908.51 -35875.2 -5842.63 -14024.1 -45632.3
internal_weight=0 118815 43535 819 153 666 75280 1522 1444 1360 1313 623 84 73758 507 462 186 276 62 42716 551 147 105 66 42165 6345 859 5486 3369 757
internal_count=4318164 118815 43535 819 153 666 75280 1522 1444 1360 1313 623 84 73758 507 462 186 276 62 42716 551 147 105 66 42165 6345 859 5486 3369 757
is_linear=0
shrinkage=0.1


Tree=1215
num_leaves=31
num_cat=0
split_feature=3 4 5 2 5 0 0 0 1 5 5 1 0 0 1 5 0 0 5 0 0 1 1 5 0 1 0 0 1 1
split_gain=4.15949e+12 1.425e+13 2.89349e+13 2.20512e+13 2.15082e+13 1.5798e+13 7.10837e+13 3.70306e+13 3.48255e+13 2.06761e+13 2.0312e+13 1.69168e+13 2.90241e+13 2.99768e+13 7.02154e+13 4.03163e+13 3.79901e+13 3.47119e+13 2.55623e+13 5.2775e+13 2.76167e+13 4.59004e+13 8.8212e+13 2.48066e+13 2.32975e+13 3.36267e+13 2.79962e+13 4.22259e+13 7.82496e+13 1.22782e+14
threshold=2.5000000000000004 1.5000000000000002 93.00500000000001 7.5000000000000009 38.610000000000007 59.932719750000011 59.939091550000008 59.863160500000006 30.278357500000002 46.405000000000008 80.815000000000012 38.096381250000007 44.893607100000004 50.565831500000009 37.436176200000013 101.05000000000001 44.982728700000003 55.416472000000006 137.05000000000004 56.009576300000013 59.609407350000005 30.388336800000001 30.410108300000001 102.01000000000001 56.782419000000012 37.098288800000006 55.91302515000001 55.745923000000012 37.832345550000007 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 7 -7 11 9 -9 -10 12 23 14 15 -14 -16 -15 20 -20 24 -22 -23 -3 26 -26 27 -19 29 -29
right_child=-2 3 -4 -5 -6 6 -8 8 10 -11 -12 -13 13 17 16 -17 -18 18 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-462.56097984909212 -16.092761852900551 8649.7567682513745 47633.865421549483 101343.83167613637 -8536.0527432564286 -150941.56898674244 -3597.5972036335734 -1436.7395717075894 23579.879467880517 95276.720682663698 -67710.953629032258 1896.4555049559092 4476.2339462422233 10927.596138673836 -12793.893856541115 -83358.460261882443 -58073.181650454659 -5348.2658175113911 120599.23882630815 -67067.777785326092 -21922.22234794922 173698.76422041224 8621.677142392673 74249.819816214134 -20408.278058843505 -101949.42277832032 3236.6912100510472 -23394.800160325762 31218.269205424942 -154901.38455023366
leaf_weight=23912 4205107 1048 120 22 3828 33 4188 28 114 105 31 72195 1048 1618 316 55 448 1041 43 23 125 47 104 61 522 56 1501 211 107 107
leaf_count=23912 4205107 1048 120 22 3828 33 4188 28 114 105 31 72195 1048 1618 316 55 448 1041 43 23 125 47 104 61 522 56 1501 211 107 107
internal_value=0 598.563 -1364.71 1240.57 -1576.67 1214.71 -4749.54 1525.69 37960 74916 4062.53 1400.14 -2824.76 -5093.73 -16043.5 96.4441 -39345.1 -1380.14 -6503.35 55200.1 -7569.15 22899.3 60003.3 12258.1 -9941.31 -28308.5 -6363.22 -16192.3 -42753.9 -67643.9
internal_weight=0 113057 27860 85197 27740 85175 4221 80954 278 133 145 80676 8481 7372 1867 1103 764 5505 3887 66 3821 276 151 1109 3545 578 2967 1466 425 318
internal_count=4318164 113057 27860 85197 27740 85175 4221 80954 278 133 145 80676 8481 7372 1867 1103 764 5505 3887 66 3821 276 151 1109 3545 578 2967 1466 425 318
is_linear=0
shrinkage=0.1


Tree=1216
num_leaves=31
num_cat=0
split_feature=1 6 3 1 1 3 3 0 1 1 1 0 1 0 0 0 2 5 4 1 0 5 2 5 0 2 0 1 0 0
split_gain=4.19614e+12 5.71336e+13 5.44656e+13 1.09746e+14 1.19639e+14 1.04915e+14 9.0876e+13 1.69262e+14 1.59062e+14 7.17702e+13 1.86758e+14 1.65172e+14 1.66292e+14 1.53672e+14 1.13139e+14 1.06764e+14 9.61812e+13 8.58807e+13 8.78372e+13 8.10933e+13 7.67733e+13 1.05182e+14 8.95053e+13 7.80788e+13 6.50546e+13 6.19897e+13 8.2473e+13 1.26356e+14 1.45119e+14 9.46859e+13
threshold=38.422276900000007 1.5000000000000002 8.5000000000000018 36.761894450000007 37.314272700000011 6.5000000000000009 7.5000000000000009 59.982527000000012 30.243224600000001 30.278357500000002 30.305955500000003 59.896318000000008 30.323743050000001 59.853570100000006 59.846652800000008 59.820733200000006 3.5000000000000004 61.405000000000008 1.5000000000000002 30.578016350000002 59.950068600000009 54.710000000000008 5.5000000000000009 41.365000000000002 59.820733200000006 3.5000000000000004 54.708501450000007 20.507360500000004 54.648549400000007 59.755965500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 25 9 -9 14 16 13 -13 15 24 -12 -11 20 -19 -14 -16 22 23 -22 -8 -1 27 -27 -29 -28
right_child=-2 -3 -4 4 -6 -7 7 8 -10 10 11 12 19 -15 17 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=400.17202388903144 -63.727394177079134 641.81664840402448 -427.60185731116502 -12871.234971537346 -6608.87267363303 -51301.968395881595 -8835.1732350542952 4020.6810244485605 -103277.46225388367 12906.886234032849 14287.769105747768 3351.3658904082449 -63771.255658913637 91783.253535219468 -40330.158956982094 -164333.40104386615 93341.219893930305 -244341.98554687502 -59032.355617444708 8843.9870383939597 31154.708742479346 152914.87262500002 72886.423553170505 -93052.229308174079 33986.885798597861 -12274.74727265625 -14401.433293592891 928.90745174632366 115701.71420726838 19455.819436186179
leaf_weight=9010 3045404 830018 405267 1689 12936 1226 1636 230 346 274 350 1676 757 309 586 37 325 27 486 193 87 50 103 121 453 250 1204 170 313 2631
leaf_count=9010 3045404 830018 405267 1689 12936 1226 1636 230 346 274 350 1676 757 309 586 37 325 27 486 193 87 50 103 121 453 250 1204 170 313 2631
internal_value=0 152.484 -764.878 -4412.3 -10733 -29034.6 220.926 -8200.48 -60432.7 -4172.93 5152.44 -4114.89 -15594.5 39197.4 -14475.8 -2789.71 56548.2 -35833 -68785.5 -49018.9 -17982.4 18294.1 -3349.06 -41100.3 450.797 5211.25 14700.7 45435 75305.5 8826.32
internal_weight=0 1.27276e+06 442742 37475 15851 2915 21624 8046 576 7470 3921 3322 2626 696 3549 387 599 1460 513 950 947 361 311 208 2089 13578 4568 733 483 3835
internal_count=4318164 1272760 442742 37475 15851 2915 21624 8046 576 7470 3921 3322 2626 696 3549 387 599 1460 513 950 947 361 311 208 2089 13578 4568 733 483 3835
is_linear=0
shrinkage=0.1


Tree=1217
num_leaves=31
num_cat=0
split_feature=5 5 0 0 2 5 0 0 3 2 2 3 5 1 0 1 1 3 3 0 1 4 3 1 0 1 1 1 2 2
split_gain=4.09294e+12 1.72504e+13 5.96481e+13 8.054e+13 6.13757e+13 1.34036e+14 6.58423e+13 9.49525e+13 6.82747e+13 6.7903e+13 5.43929e+13 6.12351e+13 5.12313e+13 6.32765e+13 5.09434e+13 5.07568e+13 9.22531e+13 9.32493e+13 5.03976e+13 4.80449e+13 1.07463e+14 6.80922e+13 6.02308e+13 1.5645e+14 7.61497e+13 7.50627e+13 6.18796e+13 6.58997e+13 4.90087e+13 1.42915e+14
threshold=102.01000000000001 109.05000000000001 59.882016200000002 59.896318000000008 17.500000000000004 107.05000000000001 60.052595500000002 59.990816400000007 5.5000000000000009 11.500000000000002 1.5000000000000002 7.5000000000000009 110.05000000000001 30.102666750000001 43.592450450000008 30.160599000000001 30.315880100000005 23.500000000000004 21.500000000000004 59.916647550000008 37.275078000000001 2.5000000000000004 16.500000000000004 37.417247200000006 55.826364100000013 37.642309100000013 37.39371280000001 37.516458750000005 18.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 18 6 -6 7 8 -5 -9 11 -10 13 -3 -15 -8 17 -17 -4 20 -16 -21 26 24 -24 -25 -22 -28 29 -27
right_child=1 12 3 4 5 -7 15 9 10 -11 -12 -13 -14 14 19 16 -18 -19 -20 21 22 -23 23 25 -26 28 27 -29 -30 -31
leaf_value=15.62535035520877 -951.70759662759974 83631.424808144366 -53002.586303778749 -41435.471978568639 89776.027412539319 -77123.223219542575 -80108.726119559156 -30148.793990680537 -207507.5430025541 -94062.505873503993 5066.0387002799762 7507.932335069444 -530.61104793038305 40566.593624378555 -51435.926216151951 223653.26198567706 11951.324270450368 -35859.182500000003 -185753.10281479781 171917.77633928572 -96747.739589843753 25609.952255467633 93246.671990740753 -116608.00192307692 347147.02232142864 18332.476854325494 131013.70192307694 180.49200787410558 -31588.650694110576 148891.9405515035
leaf_weight=4209727 24948 113 180 479 159 69 42 568 26 235 1537 27 74421 440 346 45 289 20 34 35 65 349 27 39 21 662 39 2996 130 96
leaf_count=4209727 24948 113 180 479 159 69 42 568 26 235 1537 27 74421 440 346 45 289 20 34 35 65 349 27 39 21 662 39 2996 130 96
internal_value=0 -606.605 -2711.03 -14541.6 -10896.3 39267 -14396 -19666.7 -8339.09 -48853.3 1631.46 -97971.4 149.339 9593.64 7998.55 23829.7 36161.4 143803 -74093.8 5016.25 2069.24 38945.3 6612.25 28290.5 204328 19175.3 -205.908 1861.71 25138.7 34867.7
internal_weight=0 108437 28658 3710 3496 228 3268 2872 2069 803 1590 53 79779 5358 5245 396 354 65 214 4805 4421 384 4075 975 48 927 3100 3035 888 758
internal_count=4318164 108437 28658 3710 3496 228 3268 2872 2069 803 1590 53 79779 5358 5245 396 354 65 214 4805 4421 384 4075 975 48 927 3100 3035 888 758
is_linear=0
shrinkage=0.1


Tree=1218
num_leaves=31
num_cat=0
split_feature=0 3 5 1 3 5 5 0 5 2 1 3 5 0 5 1 1 1 6 1 5 5 1 6 1 3 3 1 1 1
split_gain=4.06669e+12 4.72858e+13 3.74056e+13 3.38603e+13 6.05303e+13 1.02507e+14 7.25696e+13 3.82416e+13 3.20242e+13 2.75965e+13 2.68834e+13 2.35023e+13 2.14027e+13 2.07207e+13 4.25953e+13 2.76424e+13 8.88057e+13 6.74956e+13 2.85861e+13 2.41233e+13 2.8636e+13 8.7049e+13 2.1332e+13 1.99534e+13 5.40052e+13 2.955e+13 3.60469e+13 2.15523e+13 1.0937e+14 4.85819e+13
threshold=61.785186750000001 5.5000000000000009 73.405000000000015 86.067573200000012 7.5000000000000009 93.00500000000001 85.020000000000024 63.563300600000012 77.00500000000001 2.5000000000000004 30.502469200000004 9.5000000000000018 13.050000000000002 63.563300600000012 69.610000000000014 53.243495500000009 65.610478850000007 113.46563545000002 1.5000000000000002 114.17164950000002 48.035000000000004 47.815000000000005 61.880021000000006 1.5000000000000002 40.810045900000013 3.5000000000000004 4.5000000000000009 52.395917250000004 39.969502550000009 54.845880150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 12 4 5 6 -4 8 -5 -10 -2 -11 -3 15 -15 18 22 -18 -14 -19 21 -21 -17 24 25 -12 -27 28 -25 -29
right_child=1 2 3 7 -6 -7 -8 -9 9 11 23 -13 13 14 -16 16 17 19 -20 20 -22 -23 -24 27 -26 26 -28 29 -30 -31
leaf_value=8.074674585543141 -114577.84744318182 55867.437291309936 95099.014628232762 57424.909204727563 23506.202863191986 -25029.228740530307 332956.14548233699 -61611.730425804788 58869.775102459011 -30482.097297268978 -16624.139338326961 33557.661317845392 22783.828219347117 8255.7018889466472 -23977.166872596743 47438.847678655984 -128595.57506359013 -20093.481324863085 -21644.906813392139 1413.7972114729419 21167.714901713454 -122157.00086449795 139861.96808035715 -2062.8171514323344 -46907.262339628731 92686.914965820324 21570.149649982064 7474.1420478953823 -30625.158617020534 -6446.1462851762617
leaf_weight=4288474 22 73 29 117 707 33 23 83 61 233 94 76 166 4831 448 231 43 546 1135 871 612 61 28 5841 109 112 196 3800 1740 7369
leaf_count=4288474 22 73 29 117 707 33 23 83 61 233 94 76 166 4831 448 231 43 546 1135 871 612 61 28 5841 109 112 196 3800 1740 7369
internal_value=0 -1166.32 4265.99 19715.7 33091.9 112822 200305 1129.91 11823 -2597 -4098.13 -14731.2 1939.56 1500.78 5520.27 -4244.93 2135.59 -4578.61 -15976.1 -2027.06 4361.71 -6673.99 57430.5 -3971.94 15524.7 32452.8 47430.8 -4503.29 -8618.48 -1710.08
internal_weight=0 29690 10407 1362 792 85 52 570 487 370 19283 309 9045 8972 5279 3693 2392 2133 1301 2090 1544 932 259 19261 511 402 308 18750 7581 11169
internal_count=4318164 29690 10407 1362 792 85 52 570 487 370 19283 309 9045 8972 5279 3693 2392 2133 1301 2090 1544 932 259 19261 511 402 308 18750 7581 11169
is_linear=0
shrinkage=0.1


Tree=1219
num_leaves=31
num_cat=0
split_feature=3 1 1 5 4 0 3 0 6 5 1 0 5 0 6 0 0 1 1 5 5 1 6 0 0 0 6 6 3 5
split_gain=4.08811e+12 2.46471e+13 8.70677e+13 1.00396e+14 1.19553e+14 1.15069e+14 1.1803e+14 1.05491e+14 9.91535e+13 8.32829e+13 7.67623e+13 7.27312e+13 6.84371e+13 6.73111e+13 1.53141e+14 1.96286e+14 1.00647e+14 1.70622e+14 9.56996e+13 9.22351e+13 8.28764e+13 1.15687e+14 6.28112e+14 1.67489e+14 1.0295e+14 8.43488e+13 8.05507e+13 7.06393e+13 7.04904e+13 6.61655e+13
threshold=10.500000000000002 30.410108300000001 30.578016350000002 87.00500000000001 3.5000000000000004 59.963407450000012 8.5000000000000018 59.950068600000009 1.5000000000000002 114.05000000000001 30.370618100000005 56.338501050000012 150.04500000000004 59.904813200000007 1.5000000000000002 60.063729500000008 60.017447350000005 30.434657650000002 30.425002000000003 49.505000000000003 44.005000000000003 30.502469200000004 1.5000000000000002 59.609407350000005 59.834458500000004 59.755965500000009 1.5000000000000002 1.5000000000000002 3.5000000000000004 73.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 11 5 7 -7 8 -5 -6 -1 -3 -11 20 15 19 18 -18 29 -15 24 28 23 -23 27 -24 -26 -13 -22 -16
right_child=-2 2 -4 4 9 6 -8 -9 -10 12 -12 13 -14 14 16 -17 17 -19 -20 -21 21 22 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-367.51948529959168 -124.97425642155291 -54415.484380248439 86.939056719885912 -54186.004791259766 -35157.930294959304 236695.14312959561 6208.5214518229168 -75460.541223144537 79803.266921792616 121385.49872468648 -7681.5829452389189 -49732.687934676462 -36476.724890988371 -44043.18390467274 -13584.823711387477 47662.608042926557 42725.2256566988 -12433.11511408433 4461.6970255060278 -133337.64723409017 61441.062781038105 -48025.583691406253 -2775.5482217352733 232418.45072518807 88322.044773127069 56196.678886337511 12242.910818223696 -5287.5953801019577 8756.7989676859852 -76406.408899607748
leaf_weight=123482 1629650 207 2522474 64 287 68 33 64 403 76 16236 414 43 291 2645 162 1422 926 6538 192 265 24 840 189 151 341 1776 2625 6097 179
leaf_count=123482 1629650 207 2522474 64 287 68 33 64 403 76 16236 414 43 291 2645 162 1422 926 6538 192 265 24 840 189 151 341 1776 2625 6097 179
internal_value=0 75.7535 146.644 5868.21 36348.7 63549.8 161388 44940.4 61440.7 -5993.91 -1217.45 4616.87 64342.8 5104.16 -153.126 -47590.8 2459.79 20972 -2183.08 -79539.1 10209.8 16668.1 42759 200819 122.99 14252 18204.5 -11342.3 10951.3 -17566.8
internal_weight=0 2.68851e+06 2.5488e+06 26322 1038 632 101 531 467 406 139718 25284 119 25077 12355 645 11710 2348 9362 483 12722 7756 1394 213 4966 1181 1927 3039 6362 2824
internal_count=4318164 2688514 2548796 26322 1038 632 101 531 467 406 139718 25284 119 25077 12355 645 11710 2348 9362 483 12722 7756 1394 213 4966 1181 1927 3039 6362 2824
is_linear=0
shrinkage=0.1


Tree=1220
num_leaves=31
num_cat=0
split_feature=3 2 1 0 0 0 1 0 5 0 6 1 0 0 1 0 5 0 0 1 5 0 5 0 1 3 0 0 0 1
split_gain=4.06903e+12 7.80655e+13 3.17561e+13 6.20918e+13 4.53198e+13 8.29629e+13 4.88969e+13 1.69753e+14 1.00965e+14 7.87955e+13 7.52985e+13 7.3088e+13 1.09891e+14 2.19791e+14 3.2986e+14 1.13021e+14 1.08911e+14 8.73998e+13 7.00759e+13 6.96548e+13 7.50456e+13 7.38908e+13 1.34156e+14 9.614e+13 6.91367e+13 8.24098e+13 6.49978e+13 6.14039e+13 1.15766e+14 7.23888e+13
threshold=4.5000000000000009 3.5000000000000004 38.92948375000001 44.732363600000006 55.07108800000001 54.762542150000009 36.761894450000007 59.609407350000005 57.705000000000005 55.975961550000008 1.5000000000000002 37.417247200000006 55.820531900000013 55.784980300000008 37.275078000000001 55.551692500000009 68.52500000000002 55.91302515000001 55.834684950000003 37.214886200000009 66.990000000000023 55.885524800000006 51.815000000000005 55.86787755000001 37.314272700000011 3.5000000000000004 55.806974650000008 55.801980100000009 55.664473600000008 37.944765900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6 10 27 12 13 15 16 24 -15 -13 -14 20 -20 22 -21 -24 -12 -26 -18 28 -8 -30
right_child=-2 -3 -4 4 6 -7 9 -9 -10 -11 11 17 18 14 -16 -17 26 -19 19 21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=13432.67869056881 29.817867576253498 -4855.0290337969891 -420.97192942774075 -34.595810944150507 -8906.8573412350252 -16590.644454945621 -11277.416245285438 3928.5721814934232 -41711.193642074344 -2965.7026715609663 26526.756426950378 4681.0449043532817 -51782.756240234376 121940.18759433844 -63555.595721293605 2611.4788004210859 143126.38448660713 27858.698122148344 5801.7742701083098 6934.963198486329 -74883.176095353308 1383.2367157907197 272507.80631306971 72362.044645182294 90227.93014231135 -67750.020057508678 335591.4260472075 3739.9495203872666 -150791.85768171039 -18764.297719134709
leaf_weight=4359 3945856 34391 251805 21982 4340 3510 682 18755 1197 8418 710 15059 220 195 86 1292 28 1824 825 100 134 198 48 48 399 36 47 1442 112 66
leaf_count=4359 3945856 34391 251805 21982 4340 3510 682 18755 1197 8418 710 15059 220 195 86 1292 28 1824 825 100 134 198 48 48 399 36 47 1442 112 66
internal_value=0 -316.021 145.93 1803.64 1183.59 -2314.2 2768.45 -613.522 -15998.6 5338.28 8306.43 10167.5 21700.4 33606.5 107003 22884.7 161328 7185.1 560.103 9071.14 -5472.24 44469.9 87996.2 172435 45760.6 77153.9 263738 -8872.86 -30021.3 -101838
internal_weight=0 372308 337917 86112 81753 25492 56261 24292 5537 31969 23551 21249 4366 2793 356 2437 270 16883 1573 1353 959 394 196 96 1145 435 75 2302 860 178
internal_count=4318164 372308 337917 86112 81753 25492 56261 24292 5537 31969 23551 21249 4366 2793 356 2437 270 16883 1573 1353 959 394 196 96 1145 435 75 2302 860 178
is_linear=0
shrinkage=0.1


Tree=1221
num_leaves=31
num_cat=0
split_feature=2 3 5 5 2 5 0 0 5 1 4 0 5 5 1 1 3 5 1 1 3 6 1 1 2 1 0 5 1 1
split_gain=3.9265e+12 5.05633e+13 5.63529e+13 4.63667e+13 8.81768e+13 8.34665e+13 6.96825e+13 1.39506e+14 8.05311e+13 7.84633e+13 5.47025e+13 6.21227e+13 5.40439e+13 5.00057e+13 5.03652e+13 4.65284e+13 5.56171e+13 4.98948e+13 4.90971e+13 4.31319e+13 3.93636e+13 5.45688e+13 8.88811e+13 2.62768e+14 1.06099e+14 9.21056e+13 8.24374e+13 1.40141e+14 7.62637e+13 7.46253e+13
threshold=4.5000000000000009 7.5000000000000009 107.05000000000001 132.05000000000004 5.5000000000000009 116.06000000000002 55.946414150000003 55.769960200000007 128.92000000000004 56.135466100000009 3.5000000000000004 59.882016200000002 125.85000000000001 142.05000000000004 37.752451500000006 61.880021000000006 6.5000000000000009 114.05000000000001 49.111504200000006 37.792847950000002 8.5000000000000018 1.5000000000000002 37.615058950000012 37.582182450000005 6.5000000000000009 37.342273500000012 55.87722990000001 99.555000000000021 82.888608650000023 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 15 7 -7 -9 10 11 -8 -12 -5 -15 17 -17 18 -6 -16 21 -3 23 25 -25 29 -27 -28 -24 -23
right_child=1 20 3 13 5 6 9 8 -10 -11 12 -13 -14 14 19 16 -18 -19 -20 -21 -22 22 28 24 -26 26 27 -29 -30 -31
leaf_value=101.31745097398591 -1202.3490699402075 -1884.9264909627775 -7902.2491231170152 14523.058640321706 -30319.645403620201 -66708.818289600313 -65429.955958744526 -143982.96778459821 -391686.55178571428 82236.440976562502 -46800.860500672046 -270271.458125 113908.30381944445 18154.567451413997 -154155.40753226902 21973.048090277778 -166787.57780563767 69567.704755108178 99337.068548768948 -16357.808910720145 18.358599773354044 18281.574662820767 45.142039215164168 60955.23766001506 220372.70897042414 24779.106886396337 117063.95563633002 -129316.49699519231 31768.088788912719 -9408.4384793787194
leaf_weight=2028337 228877 10463 2534 1201 254 345 57 35 21 55 93 20 27 484 23 27 37 91 33 1834 2026065 2136 10803 83 84 1310 206 26 815 1788
leaf_count=2028337 228877 10463 2534 1201 254 345 57 35 21 55 93 20 27 484 23 27 37 91 33 1834 2026065 2136 10803 83 84 1310 206 26 815 1788
internal_value=0 -89.7474 -1475.84 -10204.9 -18149 -41861.7 -64576.2 -90472.2 -236872 -23368.6 -52852.2 -118636 -10641.3 -2065.72 -10576.2 -8303.79 -87154.2 5046.55 -15411.4 -18064.5 69.5614 3812.8 7268.56 17577 141141 13801.8 34509.5 89452.4 2270.5 5664.41
internal_weight=0 2.28983e+06 236048 7171 3629 1095 653 401 56 252 197 77 120 3542 2341 442 64 378 287 1857 2.05378e+06 27714 17251 5633 167 5466 1542 232 11618 3924
internal_count=4318164 2289827 236048 7171 3629 1095 653 401 56 252 197 77 120 3542 2341 442 64 378 287 1857 2053779 27714 17251 5633 167 5466 1542 232 11618 3924
is_linear=0
shrinkage=0.1


Tree=1222
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 1 3 5 0 0 3 0 6 5 1 3 0 5 5 0 5 5 3 5 1 5 3 5
split_gain=3.97246e+12 2.31237e+13 1.28277e+14 8.5835e+13 8.53974e+13 7.37964e+13 6.61074e+13 5.42517e+13 1.78793e+14 9.09734e+13 5.43612e+13 5.25298e+13 4.46395e+13 2.14385e+14 1.41438e+14 9.81661e+13 8.04251e+13 7.97474e+13 7.29961e+13 7.22048e+13 6.79483e+13 1.58213e+14 6.5213e+13 1.00849e+14 6.68913e+13 5.92087e+13 5.68382e+13 5.44964e+13 7.48232e+13 4.93409e+13
threshold=45.087005000000012 45.059881250000011 38.996948700000011 39.036172050000012 39.016372550000007 45.067452850000002 45.063245200000004 39.021425200000003 12.500000000000002 59.510000000000012 45.067452850000002 45.084117700000007 19.500000000000004 45.063245200000004 1.5000000000000002 70.00500000000001 38.950530550000003 12.500000000000002 45.070824200000011 102.01000000000001 62.015000000000008 45.070824200000011 150.04500000000004 161.85000000000002 18.500000000000004 102.01000000000001 38.969379750000009 225.45000000000002 10.500000000000002 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 6 -5 -4 11 10 -10 -9 -6 16 -14 19 -16 17 18 -3 -15 -18 22 24 -24 -22 -26 27 28 -25 -23
right_child=-2 2 3 5 7 -7 -8 8 9 -11 -12 -13 13 14 15 -17 20 -19 -20 -21 21 29 23 26 25 -27 -28 -29 -30 -31
leaf_value=-73.983935223028325 -35.577308805034306 -1050.1748118025284 15155.573696911091 -8212.1530012436233 -21696.73972385173 5921.2397388393874 -1502.1570033408268 -2798.0814734942501 -6101.3634686057112 -25991.378485127188 19460.966677914545 3117.2827537861431 17083.842290556084 1506.0222328902264 -30438.863291289985 -94956.963455460136 7018.5626280933639 -7736.5459800074823 19282.866697478956 -177056.54870923914 34930.13728122758 6145.20310607787 -139178.3232819656 -1189.7169921875 7826.4112850442507 -110760.17772588316 -77861.031132812495 -46242.818342391307 258311.54706250003 -27186.924053208753
leaf_weight=417889 3795889 3766 2744 4458 4423 21568 18080 1769 7118 3397 2889 1057 2897 1470 921 317 11321 5296 3324 23 4513 1734 58 20 497 46 35 23 25 597
leaf_count=417889 3795889 3766 2744 4458 4423 21568 18080 1769 7118 3397 2889 1057 2897 1470 921 317 11321 5296 3324 23 4513 1734 58 20 497 46 35 23 25 597
internal_value=0 258.575 1589.91 -1001.31 -3826 3500.33 692.849 -8382.27 -5302.13 -12527.1 11007.5 -16910.5 6332.35 -1866.05 -21967.8 -46959.2 7808.62 1547.6 8482.55 -1244.77 11918.5 19267.7 28945.3 -33708.5 30940.4 -2219.6 25682.3 78976.6 142978 -2391.6
internal_weight=0 522275 104386 67503 41477 26026 20824 20653 15173 10515 4658 5480 36883 5628 2731 1238 31255 12386 7090 1493 18869 7548 5217 161 5056 543 103 68 45 2331
internal_count=4318164 522275 104386 67503 41477 26026 20824 20653 15173 10515 4658 5480 36883 5628 2731 1238 31255 12386 7090 1493 18869 7548 5217 161 5056 543 103 68 45 2331
is_linear=0
shrinkage=0.1


Tree=1223
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 4 5 0 3 4 1 6 6 6 1 0 5 3 5 3 5 6 3 0 1 0 0 5 3
split_gain=4.0379e+12 3.87746e+13 9.45401e+13 5.8774e+13 7.86251e+13 5.33444e+13 7.02105e+13 5.11023e+13 4.8371e+13 4.7711e+13 4.07395e+13 4.05272e+13 7.53231e+13 4.49105e+13 3.86905e+13 5.17497e+13 5.02553e+13 4.03783e+13 3.87147e+13 7.22741e+13 6.60555e+13 4.01252e+13 3.78742e+13 4.39746e+13 4.50244e+13 1.80155e+14 1.05439e+14 1.40826e+14 4.23188e+13 3.63744e+13
threshold=43.574807850000006 42.09605220000001 44.226894250000008 43.592450450000008 43.514103700000014 128.92000000000004 4.5000000000000009 118.33500000000002 45.133160800000006 4.5000000000000009 3.5000000000000004 43.048525950000005 1.5000000000000002 1.5000000000000002 1.5000000000000002 43.048525950000005 44.039893800000009 98.020000000000024 8.5000000000000018 97.050000000000011 5.5000000000000009 85.91500000000002 1.5000000000000002 11.500000000000002 55.349623500000007 43.048525950000005 54.920670650000005 55.002082750000007 64.805000000000021 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 14 9 11 -4 -7 22 13 -13 -3 15 -5 17 -16 20 -20 -18 -22 -10 24 26 -26 -24 28 -28 -17
right_child=-2 2 8 5 -6 6 -8 -9 10 -11 -12 12 -14 -15 16 29 18 -19 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-43.391038619598 95.990667350002013 75780.386837121216 -45655.046161172948 2696.5271479318835 -85679.295560844374 -13789.194130608976 -52035.082431640629 -93580.641629464284 22419.219678582915 112547.72414665222 -32025.350753980794 -34175.188347013704 21169.398544432304 -46640.443856607337 5360.6748808407174 1919.5211246538765 -4672.2689884735983 44365.253261436708 -12213.03777583509 -94655.693853705758 15427.740072864164 74880.886601268809 -4978.6262650851231 -42961.387647436459 -52972.236864481099 -6370.4116034024955 106970.84979051159 14186.449490442741 251286.0778846154 48619.273536121109
leaf_weight=2109152 2174987 33 365 1352 151 39 50 70 410 128 714 364 758 326 6343 237 6448 277 1803 113 775 133 4119 359 948 6639 93 389 26 563
leaf_count=2109152 2174987 33 365 1352 151 39 50 70 410 128 714 364 758 326 6343 237 6448 277 1803 113 775 133 4119 359 948 6639 93 389 26 563
internal_value=0 -97.4154 -3446.29 977.751 -16795.3 2634.27 51919.7 -10089 -9726.85 83043.9 -8769.43 -6142.74 3214.47 -35387.3 2041.56 14625.1 337.566 6992.74 -4414.08 -17075.3 -1116.25 24136.2 -7490.47 -8465.81 -7451.9 -12193.3 322.735 43307.6 138502 34784.5
internal_weight=0 2.14318e+06 34025 19963 1702 18261 217 1551 14062 167 13697 1481 1122 359 18044 2152 15892 6620 9272 1916 7356 908 12983 12573 12214 7587 4627 508 119 800
internal_count=4318164 2143177 34025 19963 1702 18261 217 1551 14062 167 13697 1481 1122 359 18044 2152 15892 6620 9272 1916 7356 908 12983 12573 12214 7587 4627 508 119 800
is_linear=0
shrinkage=0.1


Tree=1224
num_leaves=31
num_cat=0
split_feature=5 5 1 1 2 1 3 5 1 3 1 3 1 1 2 1 6 3 5 0 2 3 3 0 1 1 1 0 1 1
split_gain=3.93108e+12 1.01328e+13 5.31446e+13 4.87742e+13 4.65905e+13 4.80832e+13 1.52269e+14 1.9831e+14 1.01493e+14 8.26446e+13 7.34932e+13 6.67117e+13 7.53484e+13 5.09392e+13 6.84654e+13 6.62032e+13 5.2446e+13 5.01298e+13 4.91462e+13 9.42756e+13 4.37493e+13 9.2661e+13 6.32888e+13 9.74346e+13 1.86759e+14 6.00103e+13 8.81864e+13 5.13645e+13 1.04561e+14 8.81115e+13
threshold=225.45000000000002 150.04500000000004 39.767857750000005 39.753614400000011 1.5000000000000002 42.09605220000001 9.5000000000000018 177.02500000000003 39.899261850000009 6.5000000000000009 40.247294600000011 17.500000000000004 40.810045900000013 47.208373000000009 18.500000000000004 47.473138800000008 1.5000000000000002 8.5000000000000018 161.85000000000002 53.355366400000001 5.5000000000000009 9.5000000000000018 10.500000000000002 56.852744000000008 65.565203050000022 92.896330950000007 91.910414550000013 57.147575200000006 56.135466100000009 65.551978750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 8 -6 10 -9 12 -8 14 -7 17 -17 -15 19 -18 25 -22 23 -23 -25 26 27 -20 -29 -30
right_child=-2 2 4 -5 5 13 11 9 -10 -11 -12 -13 -14 15 -16 16 18 -19 20 -21 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=4.8715686587597267 3035.5315552430893 4565.8244438070778 19098.853361595247 116891.68497596156 178630.37178059897 20767.995888897287 -267059.66994265298 -188467.25330357143 7033.581102912809 75060.798007812511 -19872.499361661587 -6004.5928255208337 -88932.881624348971 -27507.139062500002 -128516.1916015625 15198.28299497063 42228.933712787511 -177104.56797340032 -4083.4190631790671 -38956.10135147642 -64201.594934968583 73744.116038240129 -19494.738937099006 -197184.17299316407 177074.576328125 -76351.264147394351 148095.45184659094 -108900.90338893583 102600.28998013202 -71292.223660714284
leaf_weight=4302555 4262 4398 563 39 60 769 47 70 81 25 41 30 48 48 32 673 161 42 1208 1282 358 190 744 40 20 88 44 37 174 35
leaf_count=4302555 4262 4398 563 39 60 769 47 70 81 25 41 30 48 48 32 673 161 42 1208 1282 358 190 744 40 20 88 44 37 174 35
internal_value=0 -2.99901 -2987.37 5553.14 -8471.33 -10916.9 -44388.4 -3044.83 80053.5 -89198.2 -126194 -136006 -177059 -8653.56 14804.1 -12306.3 -10792.4 -97319.3 -14785 -29898 -7362.27 -20579 -4867.79 38662 -72431.3 3904.42 8619.04 4398.29 46048.3 73479.5
internal_weight=0 4.3139e+06 11347 4437 6910 6347 402 277 141 136 111 125 95 5945 801 5144 5054 90 4381 1443 2938 1352 994 250 60 1586 1498 1454 246 209
internal_count=4318164 4313902 11347 4437 6910 6347 402 277 141 136 111 125 95 5945 801 5144 5054 90 4381 1443 2938 1352 994 250 60 1586 1498 1454 246 209
is_linear=0
shrinkage=0.1


Tree=1225
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 4 1 5 0 4 4 1 1 0 5 1 1 0 0 1 1 5 1 4 5 1 5 1 1 5
split_gain=3.78466e+12 1.54472e+13 2.29829e+13 3.9115e+13 4.54977e+13 3.22774e+13 3.58132e+13 1.98338e+13 1.80703e+13 1.4145e+13 1.28838e+13 2.7915e+13 3.07057e+13 1.2227e+13 1.83162e+13 1.82837e+13 1.61798e+13 2.89746e+13 1.56603e+13 1.55137e+13 1.34392e+13 1.69774e+13 1.32706e+13 1.27664e+13 1.48113e+13 1.18499e+13 1.92627e+13 1.17213e+13 1.17112e+13 1.16175e+13
threshold=1.5000000000000002 87.395000000000024 114.05000000000001 37.998366300000008 41.950906500000009 4.5000000000000009 39.614024000000008 161.85000000000002 45.133160800000006 2.5000000000000004 3.5000000000000004 37.971176850000006 91.910414550000013 45.03656895000001 74.610000000000014 37.457850350000008 37.855187800000003 55.664473600000008 44.039893800000009 82.902675200000019 82.991167100000027 33.805000000000007 83.761389800000003 2.5000000000000004 72.010000000000005 43.574807850000006 63.855000000000011 52.307266200000008 43.048525950000005 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 5 -4 7 10 -7 8 -5 -6 29 -12 -13 15 19 -1 17 -16 23 -15 21 -21 -22 24 -17 26 -25 -11 -20 -3
right_child=-2 2 3 4 9 6 -8 -9 -10 27 11 12 -14 14 16 18 -18 -19 28 20 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=27480.198485043373 6.2197537768003102 18644.663660535767 -134928.76872151691 156059.15444711538 31078.770424107144 196763.21410156251 40114.999779369216 -2375.3629616477274 40284.252873883932 -73583.97873771422 130792.84470898437 5896.6941467578599 112579.79163306451 2351.2758618553744 -4215.8291703657669 751.77450092860636 -10179.926629871188 -127126.72573529412 -9580.8903576579705 24717.537622857864 6921.8704008086543 -32342.955600050023 -8492.2269335555811 14989.12736235119 -82530.07017045455 5033.5276742788465 118912.70979082662 -19803.397876185234 -36884.078018465916 -14578.973823009674
leaf_weight=152 4299188 211 24 26 35 20 54 33 28 62 25 208 31 9568 44 728 840 34 3281 62 841 328 1663 42 22 91 31 117 165 210
leaf_count=152 4299188 211 24 26 35 20 54 33 28 62 25 208 31 9568 44 728 840 34 3281 62 841 328 1663 42 22 91 31 117 165 210
internal_value=0 -1409.14 10182.3 -12069.6 -2273.55 19710.4 82452.4 58702.4 96027.7 -27062.8 12932.5 30251.2 19734.3 -2111.42 -593.365 -6613.09 -14225.4 -57792.4 -7801.66 410.827 -6004.59 -23271.8 -3315.21 3835.36 -1691.16 29109.1 59121.1 -38431.3 -10888.2 2072.3
internal_weight=0 18976 1084 325 301 759 74 87 54 214 685 264 239 17892 13380 4512 918 78 4360 12462 2894 390 2504 914 750 164 73 179 3446 421
internal_count=4318164 18976 1084 325 301 759 74 87 54 214 685 264 239 17892 13380 4512 918 78 4360 12462 2894 390 2504 914 750 164 73 179 3446 421
is_linear=0
shrinkage=0.1


Tree=1226
num_leaves=31
num_cat=0
split_feature=3 5 5 4 6 5 1 0 1 5 1 1 1 0 1 5 0 0 0 1 4 5 0 5 0 3 2 1 1 5
split_gain=4.04502e+12 1.1942e+13 2.54581e+13 2.91666e+13 1.66515e+13 1.68075e+13 2.40588e+13 1.42579e+13 1.2551e+13 1.1728e+13 2.12623e+13 1.52329e+13 2.22864e+13 1.76079e+13 1.13582e+13 1.91623e+13 1.13158e+13 1.2531e+13 1.83558e+13 1.63512e+13 1.1501e+13 1.72899e+13 1.41214e+13 1.83427e+13 1.30162e+13 1.13135e+13 5.68456e+13 4.50346e+13 5.50089e+13 5.39353e+13
threshold=2.5000000000000004 43.405000000000008 49.995000000000012 2.5000000000000004 1.5000000000000002 59.510000000000012 20.507360500000004 43.514103700000014 53.140944450000006 60.005000000000003 33.101335500000005 33.101335500000005 30.332994000000003 59.882016200000002 37.342273500000012 105.35000000000001 57.945214300000011 56.197733450000008 55.388132500000005 39.666208800000007 1.5000000000000002 85.91500000000002 57.178027650000011 75.750000000000014 57.157092150000004 4.5000000000000009 3.5000000000000004 38.92948375000001 38.959914000000005 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 14 6 -6 -8 -3 10 -7 12 13 -11 -4 -16 17 18 -13 -19 22 -22 23 -21 -23 26 27 -2 29 -29
right_child=25 2 3 -5 5 9 7 -9 -10 11 -12 16 -14 -15 15 -17 -18 19 -20 20 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-549.22523220555502 2190.3950159069641 2614.9867708702604 -41753.071054077154 1933.4946275848474 77501.734197676808 -112652.96425781251 27258.544452435042 -2768.5868368256961 7943.3227143343247 -59074.223046875006 -17226.342783696866 -5965.2118559309883 77330.204601111778 31213.166232638891 15031.618141118393 113146.57377232144 -32474.650686947334 59474.587029803246 -29935.570465664601 -58790.181184895839 1897.7896781202508 -116750.03665081522 97873.096960937502 56106.367603278886 -10361.850441576087 26.173773318058664 -4445.7008107679885 -8674.2587224804865 -706.43707887523328 -45908.719642735567
leaf_weight=50715 63035 12099 32 29676 38 24 161 8888 6966 36 861 1978 52 54 382 21 182 54 381 24 329 23 25 33 23 3945856 34335 2552 158870 459
leaf_count=50715 63035 12099 32 29676 38 24 161 8888 6966 36 861 1978 52 54 382 21 182 54 381 24 329 23 25 33 23 3945856 34335 2552 158870 459
internal_value=0 590.27 1517.24 175.986 -3658.72 -4294.72 -1900.9 -2234.34 4561.86 -9627.55 -19814.2 -6805.02 25211.3 -4901.79 15590.9 20144.3 -8294.64 -6761.27 -9836.64 7436.01 1287.03 -6131.2 35211.9 7728.87 -63555.9 -15.8698 -655.782 -77.224 -960.214 -14350.3
internal_weight=0 113057 62342 43277 13601 13166 9087 9049 19065 4079 885 3194 142 90 435 403 3052 2870 2359 511 457 375 82 57 46 4.20511e+06 259251 224916 161881 3011
internal_count=4318164 113057 62342 43277 13601 13166 9087 9049 19065 4079 885 3194 142 90 435 403 3052 2870 2359 511 457 375 82 57 46 4205107 259251 224916 161881 3011
is_linear=0
shrinkage=0.1


Tree=1227
num_leaves=31
num_cat=0
split_feature=1 1 3 6 5 0 5 3 0 5 3 2 2 4 1 0 1 3 0 0 5 5 2 3 3 5 3 3 5 5
split_gain=3.92164e+12 5.2173e+13 4.99972e+13 6.04522e+13 3.36747e+13 5.24425e+13 4.16109e+13 6.04463e+13 5.81592e+13 5.52131e+13 4.9187e+13 4.1121e+13 3.00892e+13 2.9178e+13 2.67707e+13 1.01543e+14 4.78557e+13 4.7287e+13 2.3633e+14 8.4932e+13 1.00822e+14 4.65651e+13 4.48767e+13 4.44625e+13 4.33143e+13 4.2177e+13 5.09161e+13 5.0973e+13 4.65464e+13 4.26337e+13
threshold=39.704585000000002 39.714575750000009 14.500000000000002 1.5000000000000002 66.040000000000006 47.208883950000008 114.05000000000001 24.500000000000004 47.228519500000004 84.030000000000015 18.500000000000004 10.500000000000002 9.5000000000000018 4.5000000000000009 39.718803500000007 43.592450450000008 39.739656000000004 23.500000000000004 46.672631750000008 47.222459950000008 87.395000000000024 105.35000000000001 6.5000000000000009 26.500000000000004 9.5000000000000018 142.05000000000004 18.500000000000004 8.5000000000000018 118.33500000000002 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -4 5 -5 7 8 9 -6 12 -11 -8 -2 15 22 -16 19 23 21 -21 -17 24 -19 -3 26 27 29 -29 -23
right_child=1 14 3 4 6 -7 10 -9 -10 11 -12 -13 -14 -15 16 17 -18 18 -20 20 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-111.30503213415052 2332.1341260652571 77462.851422574633 -233.00505712771565 -53112.97441208965 55295.208945111153 22044.932646354082 481.7932926829269 -103198.77548828126 39248.524732369675 241162.97027243592 84879.10139787948 100132.68551136364 -124805.56050889759 76689.661586084912 3805.9654014004973 -15576.814165627524 20.793396464255309 213376.38717862644 2819.6163240332116 3113.7702628488705 -38618.374194768396 -12717.505873579546 -14992.596354166666 48905.65594371449 227486.75474537039 -62468.089214409731 -69501.278365384613 284139.55703125003 75547.173233695663 138867.16939174107
leaf_weight=1826521 12282 67 1461 99 97 1492 41 24 449 39 35 44 36 53 33868 6970 2423382 65 1706 8542 621 55 33 22 27 36 26 20 23 28
leaf_count=1826521 12282 67 1461 99 97 1492 41 24 449 39 35 44 36 53 33868 6970 2423382 65 1706 8542 621 55 33 22 27 36 26 20 23 28
internal_value=0 81.5931 5746.56 15748.1 25658.3 17368.2 42899.6 52558.4 58501.5 106527 -13415 166400 -58094.1 2651.63 44.6306 -3772.17 72.964 -4396.91 11018.2 -6090.39 285.476 -14252.2 85333.8 171786 120555 34858 57909 84200 172567 38419.5
internal_weight=0 2.49164e+06 16152 3817 2356 1591 765 653 629 180 112 83 77 12335 2.47549e+06 18241 2.45725e+06 18114 1793 16321 9163 7158 127 87 94 188 152 126 43 83
internal_count=4318164 2491643 16152 3817 2356 1591 765 653 629 180 112 83 77 12335 2475491 18241 2457250 18114 1793 16321 9163 7158 127 87 94 188 152 126 43 83
is_linear=0
shrinkage=0.1


Tree=1228
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 3 4 5 1 3 2 2 3 1 5 5 4 3 3 5 2 2 5 5 5 1 4 5 6
split_gain=4.1517e+12 2.68685e+13 8.29947e+13 4.95701e+13 3.97635e+14 8.58469e+13 7.04475e+13 1.21775e+14 1.20607e+14 1.10056e+14 1.1081e+14 1.53803e+14 1.93639e+14 7.75624e+13 7.47894e+13 1.50528e+14 7.44764e+13 1.12555e+14 7.33423e+13 9.80261e+13 7.25928e+13 6.41809e+13 9.96093e+13 9.67326e+13 6.00562e+13 5.59814e+13 5.21045e+13 6.53097e+13 5.91352e+13 5.76225e+13
threshold=44.580511600000001 44.039893800000009 39.262370300000008 41.950906500000009 39.143775600000005 47.005000000000003 4.5000000000000009 2.5000000000000004 69.015000000000015 38.096381250000007 12.500000000000002 12.500000000000002 8.5000000000000018 14.500000000000002 38.058342000000003 74.610000000000014 98.020000000000024 4.5000000000000009 8.5000000000000018 7.5000000000000009 72.010000000000005 10.500000000000002 7.5000000000000009 99.555000000000021 77.00500000000001 82.00500000000001 42.09605220000001 2.5000000000000004 114.05000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 20 8 -8 10 14 12 13 -12 15 -10 18 -18 19 -9 -3 22 23 -16 -21 -14 27 -5 -29 -28
right_child=-2 3 -4 26 5 -7 7 16 9 -11 11 -13 25 -15 21 -17 17 -19 -20 24 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-77589.372354014427 18.437877156543607 5037.0282875899575 290.26760260998805 2103.6393314344618 -31683.227868483893 -80356.046274590073 -4506.9178241776472 -25753.253153407655 317178.90667067311 -34325.914651925224 184500.08204210072 -38626.912630208331 440007.23868885869 -12429.307083333333 18462.276105782421 20529.079671875003 24656.889255206825 -157089.71772535169 -59210.183031357024 218800.10313439002 48114.704960527095 149963.72258928572 -83416.214597574872 232077.42571022731 20482.309987331082 227701.79641203705 16851.548099322343 37339.372847583931 -28694.739816720146 -5083.2353001592683
leaf_weight=137 4170694 2493 114749 2700 702 749 9468 1160 26 224 36 48 23 45 582 50 431 37 730 26 464 35 96 22 37 27 1366 1136 154 9717
leaf_count=137 4170694 2493 114749 2700 702 749 9468 1160 26 224 36 48 23 45 582 50 431 37 730 26 464 35 96 22 37 27 1366 1136 154 9717
internal_value=0 -521.453 197.397 -3056.01 -6674.7 -56807.9 -2145.23 -5291.53 -702.038 28972.3 43294.3 114507 170617 75094.9 27576.6 122015 -25541.4 10288 -34127.3 -19155.5 11796.6 17811.6 11204 26243 102328 325362 1148 10947 29456.2 -2379.73
internal_weight=0 147470 114886 32584 17511 1451 16060 13103 10682 1214 990 179 131 81 811 76 2421 468 1953 1223 2957 735 700 604 63 50 15073 3990 1290 11083
internal_count=4318164 147470 114886 32584 17511 1451 16060 13103 10682 1214 990 179 131 81 811 76 2421 468 1953 1223 2957 735 700 604 63 50 15073 3990 1290 11083
is_linear=0
shrinkage=0.1


Tree=1229
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 0 0 1 0 0 1 0 3 3 1 5 0 0 1 1 0 3 6 6 6 1 1 0 0 0
split_gain=3.87316e+12 2.3907e+13 4.95423e+13 6.7365e+13 2.00885e+14 6.24405e+14 4.09838e+14 3.24454e+14 3.018e+14 2.97943e+14 2.97277e+14 3.20632e+14 4.08545e+14 2.5657e+14 2.53031e+14 2.36541e+14 2.93199e+14 2.16356e+14 6.92944e+14 2.0237e+14 1.11627e+15 4.98192e+14 2.01722e+14 1.98546e+14 1.94138e+14 5.9403e+14 5.87508e+14 4.5512e+14 4.13721e+14 4.50039e+14
threshold=10.500000000000002 39.355000000000011 37.944765900000007 37.642309100000013 55.591389050000011 55.628356700000005 55.674875350000008 37.692869000000009 55.455204450000004 55.619594000000006 37.66934650000001 55.820531900000013 22.500000000000004 16.500000000000004 37.889331900000009 51.405000000000008 55.708120100000009 55.601678500000013 37.726745000000001 37.752451500000006 55.664473600000008 15.500000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 37.712318250000003 37.737121850000008 55.719391050000006 55.806974650000008 55.719391050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 7 19 9 -5 -6 -8 12 15 17 -13 -12 -17 18 -9 20 -7 22 -22 -11 25 -18 27 -27 29 -28
right_child=1 2 -4 4 5 6 10 13 -10 23 11 14 -14 -15 -16 16 24 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=73.73504012091918 501.57856197376015 -240.61373086735171 -891.33272880127117 3316.7550165554976 -35233.182867507167 -1379.1771103813692 29769.129952931085 57532.830697030542 -20847.241577837791 343022.43756300403 2205.691467944514 -14.263737926620999 -1589.791494447365 26188.960774287803 -25706.502031496901 9262.8432922245502 116417.93952927897 52616.857860679076 286314.37953464675 -3072.520021293898 202584.18686298077 -118242.82063531299 -23703.983441665652 58388.140267761752 48917.608637514444 -211068.19856584823 160452.66292190552 -822.92239808941838 223715.52957356774 1885.4505073891135
leaf_weight=2688514 446770 364030 703423 13210 889 4636 4800 472 8491 31 6246 22416 17854 2389 4624 6737 545 1467 184 10002 65 1405 100 117 5406 210 192 202 96 2641
leaf_count=2688514 446770 364030 703423 13210 889 4636 4800 472 8491 31 6246 22416 17854 2389 4624 6737 545 1467 184 10002 65 1405 100 117 5406 210 192 202 96 2641
internal_value=0 -121.644 -357.034 426.85 2531.87 4539.25 2491.71 37076 -6137.95 -13362.8 5727.06 4008.97 9680.41 48668.4 -4407.79 18713.8 25146.5 73964.3 121703 -11874.3 -26059.9 -98938.6 65439.8 118007 36662.6 19614.1 3822.96 -107987 19550.4 12632
internal_weight=0 1.62965e+06 1.18288e+06 479457 115427 93726 88177 5549 21701 1037 71969 67169 40129 4512 27040 22275 16029 2123 656 16208 6206 1570 165 148 9292 3886 3341 412 2929 2833
internal_count=4318164 1629650 1182880 479457 115427 93726 88177 5549 21701 1037 71969 67169 40129 4512 27040 22275 16029 2123 656 16208 6206 1570 165 148 9292 3886 3341 412 2929 2833
is_linear=0
shrinkage=0.1


Tree=1230
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 5 4 5 0 5 1 1 0 3 6 1 5 3 3 0 1 1 3 1 0 3 5 1 2 0
split_gain=4.19937e+12 2.57023e+13 3.70271e+13 6.60013e+13 8.31913e+13 7.87285e+13 4.84577e+13 4.44178e+13 3.76478e+13 4.57228e+13 3.6584e+13 8.37246e+13 8.26515e+13 7.2181e+13 3.66498e+13 4.33664e+13 3.56496e+13 3.46631e+13 3.44861e+13 5.24877e+13 3.72073e+13 6.61665e+13 5.42942e+13 7.39807e+13 1.97674e+14 1.35453e+14 5.9139e+13 7.34734e+13 4.70871e+13 3.85752e+13
threshold=47.249522000000006 47.222459950000008 7.5000000000000009 39.666208800000007 21.500000000000004 64.020000000000024 4.5000000000000009 19.650000000000002 47.228519500000004 88.015000000000015 39.739656000000004 39.726951800000002 47.228519500000004 22.500000000000004 1.5000000000000002 39.704585000000002 105.35000000000001 9.5000000000000018 20.500000000000004 47.236539400000005 39.718803500000007 39.714575750000009 11.500000000000002 39.726951800000002 47.228519500000004 16.500000000000004 71.715000000000018 39.826386800000009 8.5000000000000018 47.228519500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 7 18 17 -4 -10 11 13 -13 -6 -15 -16 -12 -5 20 -20 21 -7 26 24 25 -24 -22 -28 29 -25
right_child=-2 2 3 4 10 6 -8 -9 9 -11 16 12 -14 14 15 -17 -18 -19 19 -21 22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=56.197978300358308 -44.304628880839175 -2177.197786475243 5577.6719709274712 6210.6420944940473 35302.201300619134 22531.037629007729 -74031.299639423072 6143.2570851407872 -4884.0771421308727 -63991.447242128757 -6652.6261053237076 165554.46830610797 25293.464481978881 -12280.382167975478 16137.764474809692 -20001.040713791943 -108020.09758928572 177512.71134259261 25023.113037109375 126969.78641218354 12333.122919314445 -17334.365230458752 41719.850284443208 -55476.759680818257 -9114.1010806719478 242502.166015625 67936.081864201595 -23393.672397806189 23735.426865662252 1084.8843630519057
leaf_weight=674462 3592952 13152 4437 21 503 1438 52 10086 8183 133 3972 44 930 2574 1259 451 35 27 140 79 418 586 63 190 192 72 799 99 485 330
leaf_count=674462 3592952 13152 4437 21 503 1438 52 10086 8183 133 3972 44 930 2574 1259 451 35 27 140 79 418 586 63 190 192 72 799 99 485 330
internal_value=0 219.501 2389.77 3987.33 6989.12 11646.7 21993.5 6599.98 -1860.67 -5829.4 -199.973 4903.94 31629.7 -533.888 -4741.53 6606.42 -7538.04 102568 23014.4 61798.4 21196.4 10989 28998.5 14765.5 56081.3 148804 43404.4 57867.4 1322.5 -19581.9
internal_weight=0 725212 50750 37598 24845 15077 4943 10134 12753 8316 9768 5761 974 4787 4284 1710 4007 48 4891 219 4672 2024 2648 1332 327 135 1316 898 1005 520
internal_count=4318164 725212 50750 37598 24845 15077 4943 10134 12753 8316 9768 5761 974 4787 4284 1710 4007 48 4891 219 4672 2024 2648 1332 327 135 1316 898 1005 520
is_linear=0
shrinkage=0.1


Tree=1231
num_leaves=31
num_cat=0
split_feature=2 5 0 0 1 5 1 3 1 2 3 1 1 1 3 1 0 0 5 0 1 3 0 5 0 3 1 2 1 3
split_gain=4.20783e+12 2.2258e+13 2.69389e+13 4.09741e+13 2.89356e+14 1.80335e+14 1.00257e+14 9.52273e+13 8.47619e+13 7.70981e+13 1.20339e+14 9.22718e+13 9.42602e+13 8.44173e+13 7.91899e+13 7.51091e+13 9.27236e+13 7.6861e+13 6.20705e+13 6.07376e+13 6.11685e+13 6.93933e+13 6.2308e+13 6.69079e+13 5.87091e+13 5.4273e+13 5.30346e+13 4.9259e+13 4.73286e+13 6.23819e+13
threshold=14.500000000000002 30.990000000000006 55.762622900000004 55.806974650000008 37.832345550000007 61.845000000000006 37.914142000000005 32.500000000000007 37.767735350000002 19.500000000000004 30.500000000000004 37.620907050000007 37.503486000000002 37.487839250000007 26.500000000000004 37.855187800000003 55.777112100000004 55.769960200000007 52.990000000000002 55.784980300000008 37.692869000000009 17.500000000000004 55.769960200000007 52.990000000000002 55.784980300000008 25.500000000000004 37.767735350000002 22.500000000000004 37.487839250000007 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 15 26 9 19 11 12 13 -11 -14 16 17 -6 -10 20 22 -22 23 -4 -18 -24 28 -19 29 -7
right_child=1 2 3 -5 6 7 -8 -9 18 10 -12 -13 14 -15 -16 -17 24 27 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-28.768654243230571 -2507.6489470388415 -237.07680578915958 -58228.948724489805 1096.6026073245091 59260.050665604445 98843.935519923383 -1157.7801104309615 -21271.154420819963 48325.753071357838 34612.06727574666 -8583.1141374713461 -22953.053521925405 98512.348810135692 -136776.19912109376 -27983.491207386363 -71546.682164333179 41771.884309334593 -130129.55860975923 211042.51464285716 14722.323594148904 202998.53536086311 8413.2753106011278 -34376.930935151518 -268151.19549005682 -45329.110010653414 61342.279433001895 152994.07792376896 -1024.3662660256412 46442.558371473671 -82539.733476562498
leaf_weight=3980118 25408 178037 49 122794 38 365 5961 140 71 282 593 155 494 32 55 368 261 122 35 954 21 144 578 22 110 66 66 39 766 20
leaf_count=3980118 25408 178037 49 122794 38 365 5961 140 71 282 593 155 494 32 55 368 261 122 35 954 21 144 578 22 110 66 66 39 766 20
internal_value=0 338.719 570.043 1637.62 7264.27 25824.7 -5939.75 56832.6 13975.1 11265 27226.7 48086.5 60845.6 17145.7 85839.7 -36329.2 -13592.3 -68662.7 102053 -2755.86 -21703.8 33178.7 -34369 -123275 15946.8 -24567.2 65817.5 -98855.6 60818.6 89421.4
internal_weight=0 338046 312638 134601 11807 4908 6899 1357 3551 3445 1611 1018 863 314 549 938 570 199 106 1834 880 165 715 71 371 644 1217 161 1151 385
internal_count=4318164 338046 312638 134601 11807 4908 6899 1357 3551 3445 1611 1018 863 314 549 938 570 199 106 1834 880 165 715 71 371 644 1217 161 1151 385
is_linear=0
shrinkage=0.1


Tree=1232
num_leaves=31
num_cat=0
split_feature=1 1 6 4 5 3 5 5 4 3 5 3 0 3 5 0 3 1 0 2 3 3 3 3 0 1 3 3 5 3
split_gain=4.34496e+12 3.30074e+13 4.49933e+13 4.51932e+13 1.79188e+14 4.79431e+13 1.27232e+14 1.05566e+14 1.44686e+14 9.03583e+13 1.20717e+14 6.25049e+13 5.48856e+13 4.62869e+13 9.56505e+13 6.72564e+13 4.9388e+13 6.36923e+13 4.7229e+13 4.33742e+13 4.24116e+13 7.65054e+13 6.91196e+13 1.14762e+14 6.41652e+13 5.8188e+13 9.93961e+13 1.07377e+14 7.29469e+13 5.18743e+13
threshold=43.574807850000006 44.005491150000005 1.5000000000000002 1.5000000000000002 53.005000000000003 11.500000000000002 45.005000000000003 91.050000000000011 3.5000000000000004 10.500000000000002 77.00500000000001 21.500000000000004 56.320495600000008 24.500000000000004 82.00500000000001 56.320495600000008 18.500000000000004 43.868031300000006 56.338501050000012 1.5000000000000002 21.500000000000004 24.500000000000004 16.500000000000004 12.500000000000002 56.281985950000006 43.94115175000001 10.500000000000002 6.5000000000000009 80.815000000000012 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 -4 9 -7 13 11 -5 -11 12 -9 16 15 -15 19 -18 -19 -8 22 -22 23 25 -24 -2 27 29 -29 -27
right_child=1 -3 3 5 -6 6 7 8 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-101.05146881836725 -6439.9389085081948 30.702388478452526 1773.8316747248664 4637.4138441596651 -41525.245899018788 -61749.652519836432 -36275.282209051729 72268.369637500015 -13627.820362261147 -1905.5122925884957 -169022.86792410715 -15936.5765625 162404.75477585566 66291.666973761792 213374.59242424244 -53793.012642045462 -78811.671250000014 -17173.526143448598 54197.973624609382 20159.367148559788 -43116.313034481238 3987.2126855686092 43259.589868350595 -47359.337468898259 3095.0673792749526 -6984.1715983072927 78390.753011507608 4245.1732946881675 -67649.424315356184 99511.073058672409
leaf_weight=2143177 5167 2109068 18444 32189 1008 200 145 125 157 113 70 38 147 159 33 66 125 359 125 2241 706 674 589 606 1225 66 222 585 186 149
leaf_count=2143177 5167 2109068 18444 32189 1008 200 145 125 157 113 70 38 147 159 33 66 125 359 125 2241 706 674 589 606 1225 66 222 585 186 149
internal_value=0 99.5735 2303.1 3419.28 -469.921 5503.84 15948.6 20125.9 64586.5 4239.06 -65830.2 104198 120982 13743.2 54385.3 31066.8 10242.1 -15175.7 1259.2 16729.8 -3811.96 -20110.7 -1254.58 -5773.58 16136.4 -1820.48 17938.4 4327.41 -13099 66819.5
internal_weight=0 2.17499e+06 65919 55744 19452 36292 3920 3720 467 32372 183 310 272 3253 258 225 2995 609 484 2386 10175 1380 8795 6981 1814 6375 1208 986 771 215
internal_count=4318164 2174987 65919 55744 19452 36292 3920 3720 467 32372 183 310 272 3253 258 225 2995 609 484 2386 10175 1380 8795 6981 1814 6375 1208 986 771 215
is_linear=0
shrinkage=0.1


Tree=1233
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 5 1 0 1 1 3 0 3 1 1 5 1 5 3 5 0 1 0 5 5 5 1 0 1 5
split_gain=4.24015e+12 1.96457e+13 4.00528e+13 6.21262e+13 5.44061e+13 3.72173e+13 3.62137e+13 8.29643e+13 1.10554e+14 9.96271e+13 1.64866e+14 1.28151e+14 1.37874e+14 1.25839e+14 1.16956e+14 1.15747e+14 1.09475e+14 8.17344e+13 7.94829e+13 8.05548e+13 7.64608e+13 2.69423e+14 2.38407e+14 1.30893e+14 9.92248e+13 6.95129e+13 7.9946e+13 6.7645e+13 7.26468e+13 8.39188e+13
threshold=45.087005000000012 39.110397700000007 39.262370300000008 44.226894250000008 45.013473000000012 85.020000000000024 39.027779200000005 45.055827000000008 39.016372550000007 38.92948375000001 10.500000000000002 45.063245200000004 19.500000000000004 38.975980350000007 38.996948700000011 61.845000000000006 38.996948700000011 57.995000000000012 5.5000000000000009 89.00500000000001 45.055827000000008 39.036172050000012 45.067452850000002 59.510000000000012 48.510000000000012 70.00500000000001 38.969379750000009 45.005863250000004 39.032393150000004 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 7 -1 9 10 -9 13 16 -11 15 -15 -13 -12 -17 -20 21 24 23 -22 -8 -14 -27 -26 29 -29
right_child=-2 2 -4 4 -6 -7 20 8 -10 11 17 12 25 14 -16 18 -18 -19 19 -21 22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-1193.9873438572533 -36.756498084656492 -33891.863655775487 -187.99886097843387 6918.4128092990613 -8895.5598296111621 -147085.99672379033 10004.686884221197 8457.6228088766638 -6294.3013658700993 6703.090905591358 -9020.8512221781402 9743.5058572030448 -9103.0154496149171 28098.106145923488 16713.766437327493 43235.357441946646 -1142.8787915580597 -36233.786334740842 71436.231255882914 173836.9210661508 -4863.9195700072496 1331.1830796485451 4524.2966409182145 -26128.905137146648 67727.47086223324 -83567.245885686207 -16690.807353044991 28676.755659070921 9523.2947314325902 79927.808233008895
leaf_weight=167685 3795889 461 166529 2957 8232 31 6312 5116 11513 10148 4080 19233 1874 1002 4485 253 17774 1513 166 143 8176 49932 24373 4481 410 314 415 2514 1787 366
leaf_count=167685 3795889 461 166529 2957 8232 31 6312 5116 11513 10148 4080 19233 1874 1002 4485 253 17774 1513 166 143 8176 49932 24373 4481 410 314 415 2514 1787 366
internal_value=0 267.146 -585.049 -6245.55 -4716.28 -41024 708.544 59.4755 2753.18 4319.17 -4515.6 6014.51 2950.2 13508.3 24925 48471.8 4514.91 -16382.4 84796.5 118826 2330.14 4496.85 -1257.91 -12392.4 18375.9 -19295.4 -45496.3 28783.4 25362.1 35189.9
internal_weight=0 522275 178210 11681 11189 492 344065 245714 78029 66516 10709 55807 39610 16197 6049 1564 37007 5593 562 309 98351 61321 37030 12657 11389 2603 729 5077 4667 2880
internal_count=4318164 522275 178210 11681 11189 492 344065 245714 78029 66516 10709 55807 39610 16197 6049 1564 37007 5593 562 309 98351 61321 37030 12657 11389 2603 729 5077 4667 2880
is_linear=0
shrinkage=0.1


Tree=1234
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 0 0 5 0 5 1 4 4 1 0 0 5 2 4 5 1 5 0 0 0 3 0 5 5 0
split_gain=4.08545e+12 5.99033e+13 1.19939e+14 1.35556e+14 1.23828e+14 1.15485e+14 1.30661e+14 1.79908e+14 1.25256e+14 1.67445e+14 1.06337e+14 1.0293e+14 9.61619e+13 9.54375e+13 2.0283e+14 9.12093e+13 9.77889e+13 9.89596e+13 8.9012e+13 9.0415e+13 8.34797e+13 1.03952e+14 3.26538e+14 1.52663e+14 1.31395e+14 1.55577e+14 2.75842e+14 1.24031e+14 1.11695e+14 1.06357e+14
threshold=37.39371280000001 37.436176200000013 21.500000000000004 19.500000000000004 55.645049100000001 55.86787755000001 55.74310830000001 69.015000000000015 55.664473600000008 89.00500000000001 37.417247200000006 2.5000000000000004 2.5000000000000004 37.417247200000006 55.834684950000003 55.885524800000006 83.010000000000005 8.5000000000000018 2.5000000000000004 66.040000000000006 37.457850350000008 60.005000000000003 55.664473600000008 55.628356700000005 55.87722990000001 9.5000000000000018 55.719391050000006 69.610000000000014 110.05000000000001 55.993277250000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 8 -8 12 -10 15 -5 -2 14 -9 -7 18 -18 19 -17 21 29 23 -23 25 26 -24 -27 -26 -3
right_child=1 20 4 11 -6 10 7 13 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 24 -25 28 27 -28 -29 -30 -31
leaf_value=231.00948609647355 3379.2399831697421 6162.4920158318018 -10335.764080271871 -30780.813176767653 10993.882199071964 -56332.140694202448 2838.379629958129 53767.601464607455 -29454.568567709422 121880.93828125001 -30816.298518298543 -119870.77597782259 -19869.276791595446 114926.61052030677 -157157.27228515627 7496.7063605734065 200643.95145312502 -3764.8607638888893 -41409.20783584223 174883.0339251894 -34.411979953039534 1048.6954157145155 -227785.01873046879 -222020.29732862904 21182.10860691129 43717.40708728609 59645.269900603336 137841.47991466706 202969.67093470984 -18428.890924585237
leaf_weight=650275 7393 10666 4079 794 8180 278 3449 517 2905 75 3272 155 2343 204 50 1459 50 45 410 33 3614531 2972 40 31 985 210 202 420 35 2106
leaf_count=650275 7393 10666 4079 794 8180 278 3449 517 2905 75 3272 155 2343 204 50 1459 50 45 410 33 3614531 2972 40 31 985 210 202 420 35 2106
internal_value=0 -40.9554 -4117.78 -8310.78 3896.76 -6748.13 -2646.48 12600.6 -7706.47 -25645.8 -19271.2 -45331.9 -2215.59 56271.1 35167.5 -2666.59 4804.13 103819 -141.399 11199 -0.895282 6856.36 19246.9 -1254.05 51786.1 80287.9 12136.1 106467 27419.9 2107.57
internal_weight=0 3.66789e+06 35691 23432 12259 22483 16936 4220 12716 2980 5547 949 9736 771 567 2275 1997 95 1902 1492 3.6322e+06 17667 4895 3003 1892 872 242 630 1020 12772
internal_count=4318164 3667889 35691 23432 12259 22483 16936 4220 12716 2980 5547 949 9736 771 567 2275 1997 95 1902 1492 3632198 17667 4895 3003 1892 872 242 630 1020 12772
is_linear=0
shrinkage=0.1


Tree=1235
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 3 6 5 0 3 5 5 4 3 0 3 5 5 1 3 3 5 5 0 1 5 4 5 5
split_gain=4.33329e+12 7.87294e+13 9.94501e+13 3.88292e+14 1.33247e+14 1.12544e+14 1.85154e+14 1.04466e+14 7.83733e+13 7.47938e+13 6.98314e+13 7.06909e+13 6.79475e+13 5.56709e+13 5.63279e+13 5.12736e+13 7.06072e+13 1.04669e+14 1.03075e+14 1.19295e+14 7.8979e+13 7.36922e+13 6.55469e+13 4.80463e+13 5.33239e+13 6.90825e+13 5.35127e+13 4.58243e+13 4.53537e+13 4.50519e+13
threshold=49.111504200000006 49.201680550000006 55.801980100000009 55.793358600000012 49.177301950000007 49.177301950000007 9.5000000000000018 1.5000000000000002 118.33500000000002 55.826364100000013 18.500000000000004 68.00500000000001 39.025000000000013 3.5000000000000004 24.500000000000004 55.762622900000004 5.5000000000000009 82.00500000000001 98.020000000000024 49.177301950000007 8.5000000000000018 15.500000000000002 99.555000000000021 38.455000000000005 55.806974650000008 49.148175700000003 177.02500000000003 2.5000000000000004 123.15000000000002 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 9 12 29 13 -8 23 11 -6 -5 -2 28 -9 17 -17 20 22 -18 -21 -20 -4 -25 26 -26 -19 -15 -7
right_child=1 -3 4 5 10 6 8 15 -10 -11 -12 -13 -14 14 -16 16 18 27 19 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-88.262237767522834 -6040.9942076198458 5.4544312861015776 -9580.5260060267065 15359.035812590842 -19182.349698545015 -18370.885154907588 36699.026897460797 1462.9501937955051 -116120.87104779412 -6883.7315207336869 12311.155226734303 -59909.638749463636 65512.227922254606 41444.490529725612 -61065.784429687497 -2791.8816533581426 59573.599734757656 149961.90839843752 -118643.55160108025 124615.37968295785 18994.493139673032 -6680.1931387867653 -22569.769699647692 -15663.496762990102 11459.706870754848 56019.739427924404 143244.29334677418 42335.873257378473 197653.32568933826 -160667.70427989133
leaf_weight=2430983 10454 1835629 1211 344 2210 682 2587 9189 34 5398 540 528 1258 41 25 3898 527 48 81 86 5336 85 576 617 5096 388 31 225 34 23
leaf_count=2430983 10454 1835629 1211 344 2210 682 2587 9189 34 5398 540 528 1258 41 25 3898 527 48 81 86 5336 85 576 617 5096 388 31 225 34 23
internal_value=0 113.696 3967.87 6916.92 -2573.64 32967.9 22479.8 2722.2 34716.6 2052.44 -20554.4 -27036.3 54742.8 -5330.66 68927.9 6960.89 11612 1400.38 17977.7 -15049.8 22642 59351.5 -34414.5 8621.61 12216.3 15335.4 12256.5 61259.1 112259 -23013.2
internal_weight=0 1.88718e+06 51552 35533 16019 4928 3326 30605 2621 12741 3278 2738 1602 10554 100 20051 10862 4171 6691 828 5863 171 657 7343 6132 5515 5127 273 75 705
internal_count=4318164 1887181 51552 35533 16019 4928 3326 30605 2621 12741 3278 2738 1602 10554 100 20051 10862 4171 6691 828 5863 171 657 7343 6132 5515 5127 273 75 705
is_linear=0
shrinkage=0.1


Tree=1236
num_leaves=31
num_cat=0
split_feature=5 5 1 0 3 3 3 0 3 1 0 3 1 4 3 1 3 0 1 0 1 1 1 4 2 2 4 3 3 2
split_gain=4.55649e+12 2.15689e+13 7.97136e+13 3.34772e+13 7.61438e+13 7.8038e+13 5.27644e+13 3.49693e+13 2.99687e+13 4.29319e+13 1.06508e+14 5.70284e+13 2.9383e+13 2.90409e+13 2.86352e+13 6.40863e+13 5.69839e+13 7.02916e+13 6.47683e+13 5.15353e+13 4.19669e+13 3.13315e+13 7.22294e+13 4.25587e+13 4.19635e+13 4.46378e+13 2.77949e+13 2.65068e+13 6.04678e+13 8.55375e+13
threshold=88.015000000000015 90.015000000000015 37.855187800000003 60.017447350000005 8.5000000000000018 5.5000000000000009 13.500000000000002 60.693675950000006 16.500000000000004 37.914142000000005 55.68356880000001 22.500000000000004 114.17164950000002 3.5000000000000004 19.500000000000004 49.073956850000009 20.500000000000004 45.013473000000012 38.984911950000004 55.745923000000012 82.902675200000019 82.963712850000022 82.933113850000026 2.5000000000000004 11.500000000000002 9.5000000000000018 2.5000000000000004 7.5000000000000009 13.500000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 5 -5 7 -6 12 10 -10 -12 -4 -14 15 -11 17 -16 -19 21 -17 22 -18 -24 25 -25 -21 -2 29 -29
right_child=1 -3 8 4 6 -7 -8 -9 9 14 11 -13 13 -15 16 20 19 18 -20 26 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=24.456794653526678 -4784.5447597650473 -66.718143442843797 -9283.1055870483979 7827.4230743634253 -105048.64912265626 170052.32622841283 -14816.217407133885 20446.943692129629 93654.640862771746 -5233.264191870534 481.50131448412696 -117011.04209004721 94172.729593460652 -24899.626811079546 -207606.533375 45766.189207646064 6199.735326657893 128164.63335597828 -47732.778314601921 23890.649515754136 3850.860674493963 -34716.064630343397 14132.057781250001 101677.61470905173 57973.835069084169 295871.33908203122 -27998.376297730709 6698.643658013043 2963.1329498932141 47809.186416073069
leaf_weight=4086520 1689 202686 14391 135 125 38 461 27 46 1189 63 120 54 33 25 602 1294 23 233 121 396 141 75 29 64 20 703 1251 4760 850
leaf_count=4086520 1689 202686 14391 135 125 38 461 27 46 1189 63 120 54 33 25 602 1294 23 233 121 396 141 75 29 64 20 703 1251 4760 850
internal_value=0 -431.452 -2984.33 4621.96 -15128 43460.6 -31662.8 -82756.7 -6603.35 -46.9373 -42370.6 -76562.8 -8932.83 49007.4 1925.01 10449.9 -4909.24 -47559.1 -31929.5 -11.5612 29134.5 10328.9 14614.6 72533.5 111296 180940 -20378.7 6437.57 9200.16 23330.7
internal_weight=0 231644 28958 9336 786 173 613 152 19622 5144 229 183 14478 87 4915 2187 2728 281 256 2447 998 1623 1482 188 113 49 824 8550 6861 2101
internal_count=4318164 231644 28958 9336 786 173 613 152 19622 5144 229 183 14478 87 4915 2187 2728 281 256 2447 998 1623 1482 188 113 49 824 8550 6861 2101
is_linear=0
shrinkage=0.1


Tree=1237
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 5 5 3 3 1 1 3 5 1 0 6 1 3 5 1 1 1 5 0 1 5 1 5
split_gain=4.21568e+12 3.78654e+13 9.50141e+13 9.86727e+13 1.78725e+14 1.30085e+14 2.74802e+14 1.12232e+14 7.838e+13 9.05879e+13 9.97647e+13 1.03579e+14 1.4283e+14 7.76971e+13 1.11076e+14 1.03071e+14 8.99279e+13 8.77727e+13 1.04233e+14 9.29772e+13 1.8263e+14 8.23898e+13 7.39929e+13 1.44342e+14 7.37347e+13 7.32025e+13 2.48339e+14 1.80781e+14 1.24895e+14 7.04632e+13
threshold=55.416472000000006 55.518428350000008 86.192907650000009 37.417247200000006 36.761894450000007 37.737121850000008 37.767735350000002 71.00500000000001 58.005000000000003 19.500000000000004 16.500000000000004 37.275078000000001 37.39371280000001 14.500000000000002 120.05000000000001 37.597123000000003 55.455204450000004 1.5000000000000002 37.559851850000008 15.500000000000002 73.995000000000019 37.487839250000007 53.664171200000006 43.868031300000006 38.210000000000008 55.535913550000011 37.582182450000005 52.990000000000002 37.362912300000012 80.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 13 7 -7 -6 10 11 -10 -13 15 17 21 -17 -15 19 20 -19 -5 23 -8 -23 26 27 -3 -29 -28
right_child=1 25 -4 5 8 6 22 -9 9 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=92.410855922784833 -21406.324762846052 10408.437771536435 60516.630836871605 -39626.300922811868 11815.482192451571 17332.282099351443 -2465.0127425184928 67133.262712746611 5527.4675711990249 155153.5195500837 -28561.307958720441 106295.70155345317 -44267.015749999999 -60876.109400797068 197959.95608016304 3018.2682147248424 -83772.114630302458 -45090.718118024553 1639.086516118949 -24448.633118479567 -289780.58998397435 -16217.476434705794 6132.2516693735979 -35449.594101923292 4314.8348684083267 -105.93545336914413 1442.805089835633 13077.192081481218 72696.799867632726 -32582.412463512006
leaf_weight=2303344 1320 2283 230 615 2237 3062 3551 531 282 70 185 394 75 534 23 193 313 140 1750 3381 39 2476 2409 2118 5957 1966665 11713 512 1120 642
leaf_count=2303344 1320 2283 230 615 2237 3062 3551 531 282 70 185 394 75 534 23 193 313 140 1750 3381 39 2476 2409 2118 5957 1966665 11713 512 1120 642
internal_value=0 -105.644 -3524.37 -3989.68 9614.51 -6280.98 1684.2 24692.2 22240.9 45423.6 37217.3 53421.1 82218.5 -12309.2 -21367.2 -6746.84 -50668.3 -22230.4 -18344 -28167.1 -98403 -4290.58 -8549.51 -14788.4 -1713.63 -50.6721 6629.38 28576.9 53992.6 -325.239
internal_weight=0 2.01482e+06 31885 31655 4563 27092 11671 3593 3243 1006 936 751 469 15421 5867 9554 506 5844 5310 3560 179 9048 8078 5669 8433 1.98294e+06 16270 3915 1632 12355
internal_count=4318164 2014820 31885 31655 4563 27092 11671 3593 3243 1006 936 751 469 15421 5867 9554 506 5844 5310 3560 179 9048 8078 5669 8433 1982935 16270 3915 1632 12355
is_linear=0
shrinkage=0.1


Tree=1238
num_leaves=31
num_cat=0
split_feature=5 5 5 1 0 3 0 5 3 1 1 0 3 1 4 5 4 3 0 0 0 1 1 0 1 5 1 1 5 1
split_gain=4.34138e+12 2.25232e+13 5.99311e+13 4.71609e+13 4.93032e+13 7.54752e+13 6.67261e+13 6.08631e+13 4.97358e+13 4.72946e+13 6.64743e+13 5.77245e+13 7.78064e+13 5.68336e+13 5.59455e+13 5.49522e+13 5.09166e+13 4.61191e+13 4.59013e+13 5.11881e+13 1.33081e+14 1.40738e+14 1.81051e+14 1.0861e+14 2.12245e+14 1.60169e+14 1.6602e+14 1.19189e+14 1.02278e+14 1.4363e+14
threshold=42.005000000000003 47.005000000000003 49.010000000000012 37.855187800000003 55.030402950000003 8.5000000000000018 47.208883950000008 42.895000000000003 2.5000000000000004 39.753614400000011 38.891822450000006 55.07108800000001 23.500000000000004 78.608766650000021 1.5000000000000002 45.305000000000007 1.5000000000000002 3.5000000000000004 54.725565150000001 55.727011600000004 55.795550600000006 37.516458750000005 37.66934650000001 55.86787755000001 37.712318250000003 42.605000000000011 37.542000650000013 37.597123000000003 45.305000000000007 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 18 5 17 -7 -8 -6 10 15 12 13 -11 -12 -10 -14 -5 -2 -20 21 -21 28 24 25 -22 -27 -28 -23 -30
right_child=1 2 -4 4 8 6 7 -9 9 11 14 -13 16 -15 -16 -17 -18 -19 19 20 23 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=130.63332166331034 6160.1376626724477 1844.5833414655381 -91.265875357717263 2984.3405886329656 5717.4102532330389 -1251.2560105697198 -4391.8778010544838 5806.7908821855799 -1846.2514883798813 -35749.815920354682 20016.353304887252 -1237.7468776623655 -28904.024629191379 -3744.6008337584735 -23240.303328866197 -12252.997866578389 28512.580573423464 -2925.3009199199719 -3136.605075871068 -7529.0490680347129 26048.735396407545 29054.212025001354 3036.1756736318057 1804.2881848555387 24517.741329309461 -9135.8311084328416 -76655.941294854667 -28906.762170458296 13580.217795511118 105534.29569593066
leaf_weight=1600872 15319 173534 2038841 15823 7474 34461 6749 44002 19645 573 330 145690 2055 17502 3182 6841 167 79832 30683 2086 734 2128 2425 59117 1423 3424 741 1775 266 470
leaf_count=1600872 15319 173534 2038841 15823 7474 34461 6749 44002 19645 573 330 145690 2055 17502 3182 6841 167 79832 30683 2086 734 2128 2425 59117 1423 3424 741 1775 266 470
internal_value=0 -76.9616 60.578 -679.614 -1220.98 -19.6902 2144.65 4450.55 -2288.87 -2594.2 -6248.34 -1933.8 -6930.03 -4759.21 -19175.8 -4534.18 -24588.7 -1947.74 1045.72 301.481 1715.77 14467.5 23143 316.6 -10545.2 -18021.1 -23466.8 -42969.6 40167.9 72300.9
internal_weight=0 2.71729e+06 2.21238e+06 504917 384326 180867 85212 50751 203459 195985 29998 165987 20297 18075 3512 26486 2222 95655 120591 105272 74589 7375 5289 67214 8097 6674 5940 2516 2864 736
internal_count=4318164 2717292 2212375 504917 384326 180867 85212 50751 203459 195985 29998 165987 20297 18075 3512 26486 2222 95655 120591 105272 74589 7375 5289 67214 8097 6674 5940 2516 2864 736
is_linear=0
shrinkage=0.1


Tree=1239
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 0 3 5 0 6 0 0 0 1 6 3 3 4 1 3 5 1 6 4 1 3 2 1 6 5
split_gain=4.08829e+12 2.46402e+13 5.98435e+13 1.15919e+14 1.113e+14 5.54384e+13 7.09755e+13 5.10854e+13 4.99303e+13 5.66197e+13 6.94078e+13 4.4863e+13 1.3721e+14 6.78175e+13 4.41501e+13 4.36947e+13 4.29499e+13 5.182e+13 6.9645e+13 6.71629e+13 7.71121e+13 1.12365e+14 9.02419e+13 9.02106e+13 5.79331e+13 5.6534e+13 5.13063e+13 5.14545e+13 4.72653e+13 6.08543e+13
threshold=82.981501350000016 83.003542850000017 16.500000000000004 55.078308950000007 15.500000000000002 55.061033200000004 6.5000000000000009 58.755000000000003 55.020029900000004 1.5000000000000002 55.030402950000003 55.02863030000001 55.020029900000004 83.026705000000007 1.5000000000000002 17.500000000000004 9.5000000000000018 2.5000000000000004 83.006817700000013 10.500000000000002 54.035000000000004 83.011163250000024 1.5000000000000002 1.0000000180025095e-35 104.38035940000002 15.500000000000002 8.5000000000000018 83.006817700000013 1.5000000000000002 52.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 14 5 8 -7 -6 -2 10 -10 12 16 15 -4 -14 -3 19 -19 20 -18 22 23 -22 -20 -26 -24 -28 29 -21
right_child=1 11 3 -5 7 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17 17 18 24 28 21 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=38.326930979854552 -1536.8693134346768 -609.52834805077123 -6241.8786790301019 54207.900268843048 12849.718673132142 -12132.148852044294 -78248.324199969953 56354.622689198179 96094.011562500003 7858.2637410429088 -53706.285417645682 -944.24058424358702 17782.068906786626 -8105.8642708813095 -24819.110778181159 -9875.6870434768807 3438.9147033835457 -11484.422663260597 3798.2620943152901 -243.0192803434451 -14454.681941340521 28243.97133068907 2283.3276083390588 27971.786577074603 -24358.263627072505 22090.859164068566 -6717.682235627638 -61871.866046815587 -3588.0368801285258 15750.294882518083
leaf_weight=3738169 123293 129812 2714 254 670 1505 182 452 35 8350 266 208235 8022 1374 2420 615 31911 5817 12755 7544 624 3402 4054 2546 1407 322 474 263 17202 3475
leaf_count=3738169 123293 129812 2714 254 670 1505 182 452 35 8350 266 208235 8022 1374 2420 615 31911 5817 12755 7544 624 3402 4054 2546 1407 322 474 263 17202 3475
internal_value=0 -247.024 -1401.76 -11736.1 -988.548 -1251.89 -19265 30375.8 -1021.58 6322.27 -36287.6 120.884 1078.47 12529.9 -14998.6 15812.7 561.164 2216.68 -2242.1 3482.75 5957.89 13032 6531.41 19620.3 1469.76 -15707.8 -2128.97 -26399.6 -312.621 4800.7
internal_weight=0 579995 140141 5388 134753 133631 1687 1122 131944 8651 301 439854 231619 10011 5134 8637 221608 91796 20301 71495 43274 11363 7961 3170 14484 1729 4791 737 28221 11019
internal_count=4318164 579995 140141 5388 134753 133631 1687 1122 131944 8651 301 439854 231619 10011 5134 8637 221608 91796 20301 71495 43274 11363 7961 3170 14484 1729 4791 737 28221 11019
is_linear=0
shrinkage=0.1


Tree=1240
num_leaves=31
num_cat=0
split_feature=2 3 2 5 1 5 1 5 0 0 1 5 0 5 1 1 1 0 1 0 0 0 1 0 0 5 5 1 1 0
split_gain=4.16134e+12 3.88689e+13 4.91066e+13 6.34384e+13 1.09738e+14 5.80308e+13 5.76102e+13 5.50815e+13 8.69936e+13 4.82168e+13 5.98596e+13 5.13297e+13 4.92152e+13 4.80869e+13 6.10517e+13 4.33467e+13 6.42029e+13 7.7367e+13 6.49952e+13 1.15748e+14 7.43149e+13 5.89715e+13 4.38705e+13 4.39616e+13 4.38145e+13 6.37639e+13 4.26843e+13 5.35159e+13 5.26295e+13 6.28036e+13
threshold=4.5000000000000009 6.5000000000000009 5.5000000000000009 132.05000000000004 82.784560750000011 39.805000000000007 47.282206100000003 161.85000000000002 55.784980300000008 44.678200800000006 39.925119750000007 50.805000000000007 44.580511600000001 142.05000000000004 20.507360500000004 30.362552800000003 49.177301950000007 55.07108800000001 82.837870700000011 54.978840000000005 55.043101600000007 55.806974650000008 47.208373000000009 56.143542450000005 55.795550600000006 177.02500000000003 118.33500000000002 30.346469350000003 36.585378200000001 60.029906750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 5 6 -4 -5 8 -8 10 11 -7 -13 14 -2 -15 22 18 19 -18 -20 -19 -17 24 -24 -26 28 -28 29 -11
right_child=1 -3 3 4 -6 9 7 -9 -10 26 -12 12 -14 15 -16 16 17 21 20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=104.30337003709779 -39980.287201388041 40.436884997289852 1927.0826615466297 31671.506934012876 142100.43416385137 -14224.650463573042 141417.65923913044 -163209.30440745634 -136729.55852272728 -35001.574747663719 -8678.4443458730275 -96580.14973467146 -28369.483704115923 29383.340581142402 -775.63817847731809 -31373.824073739816 -4721.3259712837844 119711.16118706598 -27330.868016581633 -274205.76462053572 159099.09726562502 12102.343075386136 -122777.31782836915 -209683.37478590745 -87492.619623161765 130996.99517045455 78372.974508101863 -72035.080131299081 -4856.4555828310722 51569.468895947801
leaf_weight=2028337 398 2074229 3736 233 74 249 23 34 22 1059 661 280 170 167 200635 679 37 72 196 28 24 174 64 26 34 22 27 191 6192 91
leaf_count=2028337 398 2074229 3736 233 74 249 23 34 22 1059 661 280 170 167 200635 679 37 72 196 28 24 174 64 26 34 22 27 191 6192 91
internal_value=0 -92.3923 -1370.32 -7318 32617.4 -8536.01 6650.32 -67146.3 5434.58 -12918.3 -30252.7 -50654.1 -70811.7 -987.363 -853.255 -18689.5 -24609.9 2512.41 -32950.6 -120807 -6993.05 43597.6 -42066.9 -91796.8 -66254.7 -1657.41 -9799.95 -53406.6 -8505.18 -28151.2
internal_weight=0 2.28983e+06 215598 13042 386 12656 312 79 45 8920 1360 699 450 202556 201033 1523 1356 531 285 65 220 246 825 146 120 56 7560 218 7342 1150
internal_count=4318164 2289827 215598 13042 386 12656 312 79 45 8920 1360 699 450 202556 201033 1523 1356 531 285 65 220 246 825 146 120 56 7560 218 7342 1150
is_linear=0
shrinkage=0.1


Tree=1241
num_leaves=31
num_cat=0
split_feature=3 5 4 0 0 1 0 0 3 3 1 2 6 0 0 1 1 1 3 3 2 2 5 1 5 1 1 1 1 5
split_gain=4.15615e+12 2.40208e+13 3.33197e+13 8.79354e+13 3.16621e+14 2.09948e+14 8.94158e+13 1.73788e+14 1.15457e+14 1.09902e+14 1.64029e+14 1.17729e+14 8.58032e+13 1.12766e+14 1.09765e+14 1.68031e+14 1.15163e+14 2.15667e+14 1.94241e+14 2.40931e+14 1.28532e+14 2.71614e+14 9.57871e+13 1.1481e+14 1.36759e+14 1.02989e+14 9.54063e+13 8.82797e+13 8.80831e+13 8.64822e+13
threshold=10.500000000000002 73.010000000000005 2.5000000000000004 59.963407450000012 59.982527000000012 30.425002000000003 59.990816400000007 60.003414000000006 17.500000000000004 13.500000000000002 30.243224600000001 6.5000000000000009 1.5000000000000002 45.067452850000002 59.896318000000008 30.207352000000004 30.346469350000003 30.468306550000005 11.500000000000002 16.500000000000004 9.5000000000000018 8.5000000000000018 109.05000000000001 30.362552800000003 74.010000000000005 30.226173900000003 39.718803500000007 30.226173900000003 30.102666750000001 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 5 -5 8 -8 9 10 11 -6 -3 -14 16 -16 27 18 -18 20 21 -20 23 25 -25 -17 -19 28 -15 -30
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 -12 -13 13 14 15 22 17 26 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=76.381257080381801 50.526625678241551 3366.1939192812856 -429.07847172578005 -57895.622459220307 46806.770450846358 -227641.27560975609 -77195.767068266796 1845.138892132303 177151.18051136367 -52824.066966198341 -32166.504503676471 267154.88797831634 4202.8578881215135 37830.654517486131 -196823.82368303573 105952.93664180872 183111.56342592594 -18092.506047386567 -108317.289452186 -44370.909108191918 -60746.543524305562 -441903.86610054347 110316.54497395834 -122337.25997023811 65716.381569171353 -26034.747115924707 -4651.0743772344968 55580.745402452259 -55372.505560260062 138577.881546875
leaf_weight=2688514 1345223 18239 229102 654 48 82 327 1863 55 124 85 49 9340 276 35 66 27 9175 52 318 45 46 120 42 488 567 12441 450 286 25
leaf_count=2688514 1345223 18239 229102 654 48 82 327 1863 55 124 85 49 9340 276 35 66 27 9175 52 318 45 46 120 42 488 567 12441 450 286 25
internal_value=0 -126.01 -960.955 -3163.47 -19026.3 -76807.5 -2355.64 -9956.86 43757 19781 69248.1 158117 -2161.49 -5144.39 -8713.77 19356.4 -10312.5 -11840.5 -77581.2 -92849.5 -200655 -264899 25253.8 16476.9 50814 -12273 -10356.3 22257 -3289.32 -39781.6
internal_weight=0 1.62965e+06 284427 55325 3287 736 2551 2190 361 306 182 97 52038 33799 24459 1318 23141 22104 488 461 143 98 1283 1163 530 633 21616 1037 587 311
internal_count=4318164 1629650 284427 55325 3287 736 2551 2190 361 306 182 97 52038 33799 24459 1318 23141 22104 488 461 143 98 1283 1163 530 633 21616 1037 587 311
is_linear=0
shrinkage=0.1


Tree=1242
num_leaves=31
num_cat=0
split_feature=5 4 2 5 5 1 0 0 3 0 3 5 1 3 3 1 0 5 1 1 1 5 1 1 5 1 5 0 1 1
split_gain=4.21662e+12 4.90969e+13 4.25609e+13 7.12538e+13 6.11083e+13 8.61736e+13 4.45291e+13 9.83223e+13 1.47164e+14 9.64602e+13 5.42491e+13 1.11554e+14 6.94786e+13 6.34877e+13 7.05327e+13 4.76071e+13 7.16306e+13 1.27831e+14 8.30812e+13 7.04321e+13 6.29971e+13 4.8681e+13 4.71646e+13 7.97337e+13 7.56726e+13 4.12399e+13 7.52321e+13 4.12167e+13 4.03969e+13 4.23445e+13
threshold=78.010000000000005 2.5000000000000004 12.500000000000002 142.05000000000004 225.45000000000002 49.236330900000006 55.842510000000011 55.899899800000007 25.500000000000004 55.046835900000012 22.500000000000004 116.06000000000002 30.207352000000004 31.500000000000004 30.500000000000004 37.39371280000001 55.769960200000007 87.395000000000024 37.362912300000012 37.328003200000005 37.516458750000005 93.00500000000001 37.869926150000005 37.66934650000001 87.395000000000024 30.332994000000003 98.020000000000024 56.863241500000008 30.323743050000001 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 9 8 -8 -4 12 13 -9 14 25 16 19 18 -18 -11 21 -17 23 -22 -25 28 27 -27 29 -12
right_child=1 -3 3 4 -6 -7 7 10 -10 15 11 -13 -14 -15 -16 20 17 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-34.074253410921528 -3623.2345284306862 674.52006580820785 7024.4882559210619 185208.57073271781 137.66268532492899 9113.6308227539066 102711.32199552211 -155185.3470766129 -169449.53238636366 -32220.901740284458 87700.277314814826 236176.82500000001 -3518.7689164387748 -33800.194276538343 160665.69489182695 20589.931123697919 -75454.227334872165 -135208.64097842263 159221.67591145833 -163444.12743005087 -6561.8646634389124 168808.89531250001 -11409.602093127021 -66478.122237246265 -228902.24833470397 29917.347233201581 136613.57943313953 -23730.675183919273 115107.83553710939 -5118.1789375000008
leaf_weight=3859289 48102 402288 3746 66 88 48 205 31 22 78 81 24 1177 194 39 150 22 42 48 86 166 26 1160 117 38 253 43 330 80 125
leaf_count=3859289 48102 402288 3746 66 88 48 205 31 22 78 81 24 1177 194 39 150 22 42 48 86 166 26 1160 117 38 253 43 330 80 125
internal_value=0 286.576 -2471.4 4058.44 62739.3 111063 2627.38 13455.3 76334.5 -2337.55 7450.38 22807.4 -7410.87 18335.1 28970.4 -20480.4 -58933.1 2713.25 85466.4 -101033 -14075.5 42485.9 -20797.2 -54721.2 -106298 23338.7 8965.42 -449.458 54799.2 31378.4
internal_weight=0 458875 56587 8485 202 114 8283 2604 227 5679 2377 1169 1208 1145 951 1933 276 112 70 164 1657 176 1481 321 155 912 626 583 286 206
internal_count=4318164 458875 56587 8485 202 114 8283 2604 227 5679 2377 1169 1208 1145 951 1933 276 112 70 164 1657 176 1481 321 155 912 626 583 286 206
is_linear=0
shrinkage=0.1


Tree=1243
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 3 3 3 3 1 1 6 1 1 6 2 1 5 4 3 5 5 3 2 5 5 3 2 5
split_gain=4.05422e+12 1.14235e+14 3.20219e+14 2.38945e+14 1.95882e+14 3.89353e+14 2.78281e+14 2.73062e+14 3.15452e+14 2.12058e+14 1.89518e+14 1.79195e+14 1.78606e+14 1.28062e+14 1.16107e+14 2.48672e+14 1.00394e+14 1.2137e+14 9.53189e+13 9.70961e+13 9.29578e+13 1.35889e+14 1.91608e+14 1.28921e+14 9.14726e+13 8.63994e+13 7.69463e+13 7.41465e+13 7.29259e+13 7.50031e+13
threshold=55.842510000000011 55.851332700000007 37.39371280000001 15.500000000000002 37.615058950000012 37.66934650000001 20.500000000000004 16.500000000000004 13.500000000000002 17.500000000000004 37.620907050000007 37.487839250000007 1.5000000000000002 37.362912300000012 37.692869000000009 1.5000000000000002 21.500000000000004 37.692869000000009 43.005000000000003 3.5000000000000004 13.500000000000002 43.005000000000003 41.005000000000003 17.500000000000004 17.500000000000004 53.995000000000012 101.05000000000001 11.500000000000002 21.500000000000004 45.985000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 11 6 7 8 -6 14 -9 -4 -13 -5 15 -7 -11 -18 27 -20 -2 22 -22 -23 -12 -10 -16 -14 29 -15
right_child=1 -3 4 13 5 9 -8 10 25 16 24 12 18 28 26 -17 17 -19 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-66.758820558861771 3466.1393881004619 42.286975084106786 20674.337059617701 70189.886328125009 8824.4872424646328 88493.187152885221 134199.87802214312 -74587.173288246617 72615.8679351436 -28161.131176098832 18536.843132752863 -8102.3170941462831 3191.6288480318508 24230.251171875003 9181.4660105160692 -126596.68694398942 112143.5187002841 -78431.711909993493 -96660.408075699932 104941.17 39124.19873476636 62501.073709629803 -170695.09275841346 181581.57857044958 198513.73390842017 152907.42618320714 -102830.30090725806 -68524.116451434238 349372.61722972977 258594.29390190972
leaf_weight=2928186 511 1373809 1051 84 555 404 338 313 247 2297 131 1847 312 22 5660 62 110 48 538 25 267 449 52 114 36 293 62 268 37 36
leaf_count=2928186 511 1373809 1051 84 555 404 338 313 247 2297 131 1847 312 22 5660 62 110 48 538 25 267 449 52 114 36 293 62 268 37 36
internal_value=0 140.637 8497 51380.2 3878.76 11046.1 51868.4 34199.8 61767.7 2010.74 -28689.5 -14844 -27328.9 160141 11876.8 59876.1 -22857.5 54247.2 -58397.6 -87708.3 37404.5 57067.2 4921.68 86613.3 57334.3 116181 7967.78 -29946 239676 169698
internal_weight=0 1.38998e+06 16169 1572 14597 10556 1913 1575 1095 8643 480 4041 2990 179 6188 466 2455 158 1143 563 1393 882 319 563 167 540 5722 580 95 58
internal_count=4318164 1389978 16169 1572 14597 10556 1913 1575 1095 8643 480 4041 2990 179 6188 466 2455 158 1143 563 1393 882 319 563 167 540 5722 580 95 58
is_linear=0
shrinkage=0.1


Tree=1244
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 1 3 5 5 0 0 5 0 0 0 0 0 3 4 0 5 3 2 2 3 0 2 4 3 5
split_gain=4.03607e+12 1.11948e+13 1.06738e+13 1.0502e+13 1.01266e+13 1.00345e+13 2.48037e+13 1.69207e+13 2.23183e+13 1.64415e+13 1.32111e+13 1.50572e+13 1.32404e+13 1.26178e+13 1.05211e+13 3.08864e+13 1.58751e+13 1.12754e+13 2.55202e+13 1.69121e+13 1.78959e+13 1.03735e+13 1.03389e+13 2.36695e+13 2.22453e+13 1.58393e+13 1.52363e+13 2.70021e+13 9.95049e+12 1.14881e+13
threshold=113.46563545000002 63.563300600000012 46.672631750000008 3.5000000000000004 44.039893800000009 104.38035940000002 7.5000000000000009 109.05000000000001 78.710000000000022 51.83362145000001 51.717367500000009 83.010000000000005 51.67657710000001 52.056565900000003 57.692655200000004 63.563300600000012 55.601678500000013 3.5000000000000004 1.5000000000000002 52.056565900000003 59.810000000000009 4.5000000000000009 7.5000000000000009 4.5000000000000009 9.5000000000000018 51.83362145000001 9.5000000000000018 3.5000000000000004 4.5000000000000009 72.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 -1 9 8 13 10 12 21 -7 -8 16 -16 17 18 -11 28 -21 -12 23 -10 25 -25 27 -24 -19 -30
right_child=1 3 -4 -5 -6 6 7 -9 22 14 11 -13 -14 -15 15 -17 -18 19 -20 20 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=1.1044142618757318 -9911.2931740785261 3981.7874753417973 1362.637960858011 -83776.412578125004 -94761.422869318179 -6043.2580031074031 -3688.9867742409124 76058.705243474789 -14027.514113898025 8977.2842041015629 -5818.1237149564304 44918.248127929692 -65586.157545731709 -19820.055275814906 -109844.19593750002 -10043.275022080366 24507.759222036068 -14628.733125375602 -23188.917209368214 -2477.3638469296307 -19427.472604928782 8218.5602370333054 80186.594062500008 -131993.30640368853 -7578.9224666819855 -45123.39702358246 -57629.264848513718 -47974.448125630042 4161.4105726306871 31424.402958540486
leaf_weight=4274890 39 25 28399 30 22 419 1637 22 114 368 650 100 41 689 35 272 211 260 748 2777 803 2771 35 61 34 32 41 31 2443 165
leaf_count=4274890 39 25 28399 30 22 419 1637 22 114 368 650 100 41 689 35 272 211 260 748 2777 803 2771 35 61 34 32 41 31 2443 165
internal_value=0 1185.78 1272.88 -43886.3 -40513 -7.88236 -2610.87 -11282.4 -12001 -672.83 4587.42 6669.6 -11350.3 -8467.28 -3263.9 -21421.2 -2546.95 -3301.65 -12582.1 -1695.41 -6279.3 5551.55 -35620.2 -47105.2 -76797 -102103 -9752.12 19989.7 4026.46 5886.25
internal_weight=0 28515 28460 55 61 4.28965e+06 14759 2696 2674 12063 3981 3521 460 2326 8082 307 7775 7564 1116 6448 3580 3421 348 241 127 93 107 66 2868 2608
internal_count=4318164 28515 28460 55 61 4289649 14759 2696 2674 12063 3981 3521 460 2326 8082 307 7775 7564 1116 6448 3580 3421 348 241 127 93 107 66 2868 2608
is_linear=0
shrinkage=0.1


Tree=1245
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 5 2 3 0 5 5 0 5 3 5 3 5 4 5 4 3 5 5 4 3 5 5 5 3 6
split_gain=4.07653e+12 4.00617e+13 5.83643e+13 4.05297e+13 3.08597e+13 2.53853e+13 3.07256e+13 3.91551e+13 2.47904e+13 4.08459e+13 2.11069e+13 2.05612e+13 3.7874e+13 2.20731e+13 2.49954e+13 2.06706e+13 1.97861e+13 1.96329e+13 2.82569e+13 1.97722e+13 1.91441e+13 1.76968e+13 1.72284e+13 3.65182e+13 2.44305e+13 1.5805e+13 1.49622e+13 1.42873e+13 1.42213e+13 2.33672e+13
threshold=92.896330950000007 92.928903050000017 56.093493200000005 56.028355650000009 9.5000000000000018 120.05000000000001 4.5000000000000009 21.500000000000004 56.009576300000013 68.52500000000002 95.020000000000024 56.054485600000007 116.06000000000002 24.500000000000004 42.205000000000005 9.5000000000000018 58.040000000000006 4.5000000000000009 137.05000000000004 3.5000000000000004 9.5000000000000018 89.00500000000001 78.710000000000022 2.5000000000000004 17.500000000000004 132.05000000000004 110.05000000000001 94.040000000000006 17.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 22 11 25 17 9 -6 -10 12 13 14 -5 -13 -4 18 19 -8 -18 -15 28 -24 27 -7 -16 -25 -2 -30
right_child=1 -3 16 5 8 6 7 -9 10 -11 -12 15 -14 21 26 -17 20 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-14.889862127096258 -7492.9512029872058 -179.11159360271682 -80.524127540834797 6707.589166615202 -472.51372118498148 -10533.573160282258 58940.503720589579 -86756.272167968753 25233.301434936526 142615.27047991072 -55185.698806688262 28895.587399500593 115358.95585937501 5554.6169679556324 25558.176562146371 4254.940157336996 3416.8035325849087 -35944.990670955878 126518.89556525736 -47905.996470905171 -24771.91798120414 -48567.06952624199 -123600.92794971955 -17922.812706322766 44089.369797207444 -100424.99568838444 -14354.699400974549 -111488.20784505208 5282.7985184342897 122851.69440806995
leaf_weight=4219079 1378 85159 3251 1099 38 31 43 36 160 42 41 395 40 268 2960 2465 357 34 34 29 741 78 39 51 47 53 97 24 73 22
leaf_count=4219079 1378 85159 3251 1099 38 31 43 36 160 42 41 395 40 268 2960 2465 357 34 34 29 741 78 39 51 47 53 97 24 73 22
internal_value=0 634.016 5606.38 9968.93 -3043.51 13221.2 -17490.8 6258.27 27568 74648.6 8829.43 14300 18482.2 17621.5 19641.8 7658.11 -4000.45 30176.3 51385 15905.1 -15606.7 -6646.23 -8307.79 -39366.6 -12439.2 -67250.8 24291.7 -47863.7 -4913.04 32509.3
internal_weight=0 99085 13926 9577 1915 7662 260 176 281 80 201 7402 4542 4502 4156 2860 4349 140 106 72 1098 346 1634 161 122 84 3057 75 1473 95
internal_count=4318164 99085 13926 9577 1915 7662 260 176 281 80 201 7402 4542 4502 4156 2860 4349 140 106 72 1098 346 1634 161 122 84 3057 75 1473 95
is_linear=0
shrinkage=0.1


Tree=1246
num_leaves=31
num_cat=0
split_feature=5 3 5 1 3 3 0 3 2 1 1 0 1 1 5 1 0 5 1 3 1 1 1 1 3 3 1 2 0 1
split_gain=3.97522e+12 1.04778e+13 8.54887e+12 4.40272e+13 4.38494e+13 1.08929e+14 7.91221e+13 5.92059e+13 4.91e+13 7.66412e+13 5.24022e+13 4.6939e+13 7.25118e+13 9.21938e+13 7.76608e+13 4.52713e+13 4.29112e+13 4.23383e+13 5.56925e+13 4.54433e+13 1.21088e+14 5.33625e+13 5.03304e+13 1.0065e+14 6.40924e+13 4.46389e+13 4.07947e+13 3.68479e+13 3.42957e+13 6.6205e+13
threshold=225.45000000000002 34.500000000000007 150.04500000000004 38.969379750000009 16.500000000000004 11.500000000000002 59.982527000000012 22.500000000000004 12.500000000000002 38.92948375000001 37.944765900000007 45.029420750000007 37.457850350000008 37.752451500000006 177.02500000000003 38.950530550000003 55.68356880000001 161.85000000000002 38.096381250000007 6.5000000000000009 34.359746700000009 36.585378200000001 37.752451500000006 37.328003200000005 8.5000000000000018 8.5000000000000018 30.451272450000005 8.5000000000000018 44.678200800000006 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 17 7 11 9 -7 -10 15 14 -14 16 -6 -13 18 28 -19 25 -22 23 -23 -24 -21 -18 -11 -4 -30
right_child=1 -3 3 -5 6 8 -8 -9 10 27 -12 12 13 -15 -16 -17 26 19 -20 20 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.2135097325149475 2703.6216562412787 73514.329706101198 -49380.024268617024 -6542.071128722363 -35458.76185213415 51431.878706138552 -169360.96483191289 42816.895937270609 37884.735624326509 245692.2266098485 -146474.3386904762 -113868.40641276044 -309240.811640625 -71878.962495659725 142839.7907924107 120608.044140625 -79785.217968750003 5823.50213165901 -57573.783945826479 -57456.549995293681 118127.44971788196 -6433.7816139914776 166481.51767216437 -218536.50536458334 -3787.0375896516398 -167645.71128669509 96467.219558189667 102115.65779997996 27891.024769991451 135468.08592987061
leaf_weight=4302555 4241 21 47 8272 41 262 33 149 58 33 21 48 20 90 28 34 24 988 76 83 36 88 27 30 122 66 29 39 539 64
leaf_count=4302555 4241 21 47 8272 41 262 33 149 58 33 21 48 20 90 28 34 24 988 76 83 36 88 27 30 122 66 29 39 539 64
internal_value=0 3052.52 -3.0158 -2744.22 7472.29 12709.2 -19757.5 -9094.61 59774.5 76543.4 -11122.1 -33727.8 -55386.6 -115036 -4522.99 35291.5 -45376 3735.07 23425.3 -6192.07 -32456.2 3839.28 -11570.4 -60358.2 27067 -106265 16654.8 167922 32895.9 39308.8
internal_weight=0 4262 4.3139e+06 11347 3075 2579 496 463 413 334 79 314 239 110 129 75 101 2166 726 1440 452 303 267 118 149 149 53 72 650 603
internal_count=4318164 4262 4313902 11347 3075 2579 496 463 413 334 79 314 239 110 129 75 101 2166 726 1440 452 303 267 118 149 149 53 72 650 603
is_linear=0
shrinkage=0.1


Tree=1247
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 5 4 5 3 0 0 0 3 3 5 5 5 0 1 5 0 0 4 1 0 5 3 4 2 2
split_gain=3.74921e+12 4.11155e+13 3.93686e+13 4.27714e+13 7.42306e+13 1.04096e+14 5.31792e+13 9.17363e+13 4.97776e+13 2.98418e+14 6.42083e+13 1.15017e+14 5.75373e+13 5.56023e+13 5.67638e+13 9.58301e+13 7.16537e+13 3.86803e+13 3.86734e+13 4.72422e+13 5.18479e+13 6.34513e+13 6.6533e+13 5.57831e+13 5.4538e+13 6.87073e+13 5.04922e+13 4.50982e+13 3.82787e+13 3.67834e+13
threshold=82.970752000000019 82.964402850000013 33.585000000000008 54.947152850000002 54.99493995000001 93.00500000000001 3.5000000000000004 81.00500000000001 21.500000000000004 55.017766000000002 55.078308950000007 55.099723300000008 24.500000000000004 25.500000000000004 80.00500000000001 67.990000000000023 64.020000000000024 55.02863030000001 82.966612450000014 85.020000000000024 54.986619450000006 54.959412650000012 2.5000000000000004 82.967723800000016 54.947737500000009 47.815000000000005 17.500000000000004 1.0000000180025095e-35 5.5000000000000009 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 -4 5 6 18 -8 10 12 29 -12 -10 14 15 16 28 -3 -5 20 21 22 24 -22 25 -20 -23 -27 -11 -6
right_child=-2 2 3 4 8 -7 7 -9 9 13 11 -13 -14 -15 -16 -17 -18 -19 19 -21 23 26 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-5.713499401360643 -220.38679872251433 -6958.122255018895 1111.0290079317888 29735.721131030936 -1868.5512295244328 223237.46959635417 36806.460348958339 273270.99114583334 76942.309010667072 -7720.1858768857755 28330.942783063809 -9963.6567800726971 171514.99164156627 -16998.488160118941 -16625.471066071041 66863.375019297338 -32621.639617822053 10219.875053885027 28085.223763328511 75015.88599742543 2340.0203760310178 -25850.007340283206 49316.160911597282 44903.212190551763 31607.608391046451 78883.151089843755 16889.974680124651 -17869.255518331247 24119.361767277303 -20041.71895187319
leaf_weight=3598076 654853 7035 32386 1221 7958 24 75 21 286 493 1840 1367 83 939 630 334 343 1611 529 110 538 1000 410 720 621 50 382 1321 1613 1295
leaf_count=3598076 654853 7035 32386 1221 7958 24 75 21 286 493 1840 1367 83 939 630 334 343 1611 529 110 538 1000 410 720 621 50 382 1321 1613 1295
internal_value=0 39.3963 2527.46 3487.69 6667.89 15330.5 14617.5 88533.1 3127.4 11871.9 -185.822 12007.7 98214.8 4551.01 10479.8 16615.7 9762.87 -3757.36 13589.4 10119.1 8837.75 3627.61 11956.3 26700.5 5880.32 -2528.45 -14036.2 -14340.7 16665.9 -4411.97
internal_weight=0 3.66331e+06 65235 56589 24203 7022 6998 96 17181 4721 12460 3207 369 4352 3413 2783 2449 8646 6902 5681 5571 4313 2931 1258 2521 1900 1382 1371 2106 9253
internal_count=4318164 3663311 65235 56589 24203 7022 6998 96 17181 4721 12460 3207 369 4352 3413 2783 2449 8646 6902 5681 5571 4313 2931 1258 2521 1900 1382 1371 2106 9253
is_linear=0
shrinkage=0.1


Tree=1248
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 0 0 1 0 0 3 0 0 5 1 0 1 1 3 1 6 0 1 5 0 1 0 5 0 3
split_gain=3.85571e+12 2.21867e+13 4.182e+13 5.34216e+13 6.37256e+13 1.13158e+14 1.07755e+14 2.81272e+14 1.65804e+14 2.29552e+14 1.18032e+14 9.97687e+13 1.15134e+14 9.89132e+13 1.30774e+14 9.30432e+13 7.95003e+13 8.94231e+13 7.45654e+13 7.41075e+13 7.32302e+13 9.58352e+13 1.40535e+14 9.68478e+13 9.45657e+13 8.99003e+13 8.4507e+13 9.18156e+13 9.40083e+13 8.42378e+13
threshold=10.500000000000002 39.355000000000011 83.761389800000003 37.944765900000007 55.173809400000003 55.120365700000008 56.281985950000006 49.236330900000006 55.834684950000003 55.795550600000006 15.500000000000002 55.801980100000009 55.806974650000008 60.610000000000007 47.473138800000008 55.110554300000004 38.781124500000011 38.151577750000008 16.500000000000004 61.284352600000013 1.5000000000000002 56.501468900000013 60.55755580000001 90.015000000000015 56.791364150000007 65.610478850000007 57.945214300000011 59.245000000000012 57.814144100000007 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 15 7 8 9 -6 -9 -11 -13 -10 -15 16 17 -5 -17 -7 -8 23 26 -22 -24 29 27 -23 -29 -26
right_child=1 2 -4 4 6 19 20 10 13 11 -12 12 -14 14 -16 18 -18 -19 -20 -21 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=73.568795254585311 479.01129704690197 365.90903920207353 3448.5048275961512 7576.9324266544008 -2569.02872094138 35932.459295962326 2104.5074482546711 -31342.785843454414 -4271.297128480227 39865.169217983108 -11863.058174331018 -15539.09976061385 15393.623957464053 -12907.468429916134 -47970.217528247129 7406.3049887447041 -475.78884984882228 54936.988460864348 -22407.904948806652 7677.5391405941691 3208.2718070091032 -6743.2021504816503 -16201.559318639414 34201.46926649681 -1588.6842448981988 -12827.604695074744 1367.2432467123781 -20040.53136044394 -134018.8813342787 7748.2167753417307
leaf_weight=2688514 446770 479457 28318 1777 44888 1070 58707 4302 14410 1312 11231 1441 7294 8258 1221 1121 426154 514 3333 7008 7887 9704 3652 1156 25062 4537 4963 8304 73 15726
leaf_count=2688514 446770 479457 28318 1777 44888 1070 58707 4302 14410 1312 11231 1441 7294 8258 1221 1121 426154 514 3333 7008 7887 9704 3652 1156 25062 4537 4963 8304 73 15726
internal_value=0 -121.37 -348.132 -441.253 -1014.5 -306.566 -2347.87 -4958.91 -2535.23 489.193 -17258.1 14152.7 10290.7 -9490.18 -17423.9 -525.389 -375.912 18202.5 -14904.1 11420.1 -585.204 -2533.11 -3751.47 7170.25 -721.442 525.847 -10191.4 -13364.1 -21033.8 2011.2
internal_weight=0 1.62965e+06 1.18288e+06 1.15456e+06 675105 440977 234128 94357 78824 54935 15533 10047 8735 23889 9479 432899 428445 2291 4454 8078 139771 81064 72021 9043 48977 45325 23044 18081 8377 40788
internal_count=4318164 1629650 1182880 1154562 675105 440977 234128 94357 78824 54935 15533 10047 8735 23889 9479 432899 428445 2291 4454 8078 139771 81064 72021 9043 48977 45325 23044 18081 8377 40788
is_linear=0
shrinkage=0.1


Tree=1249
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 0 0 5 3 2 5 5 3 4 0 5 0 1 3 0 0 1 1 1 3 5 0 1 3 5
split_gain=4.62255e+12 4.15107e+13 4.06373e+13 5.75233e+13 4.6279e+13 3.90147e+13 9.888e+13 3.77985e+13 3.17294e+13 5.60001e+13 3.41302e+13 2.87781e+13 3.61946e+13 3.34746e+13 2.55704e+13 7.67209e+13 1.05276e+14 1.07009e+14 1.14531e+14 9.62195e+13 8.90558e+13 1.09112e+14 7.79073e+13 7.92525e+13 7.53885e+13 6.63603e+13 6.14354e+13 7.50835e+13 7.92383e+13 7.71212e+13
threshold=39.704585000000002 39.714575750000009 15.500000000000002 21.500000000000004 47.222459950000008 47.208883950000008 47.222459950000008 79.730000000000018 26.500000000000004 9.5000000000000018 75.750000000000014 120.05000000000001 18.500000000000004 2.5000000000000004 57.60800230000001 36.995000000000012 58.049540950000008 56.135466100000009 14.500000000000002 60.693675950000006 58.000519000000004 60.479177250000006 57.550671000000001 104.38035940000002 13.500000000000002 161.85000000000002 57.692655200000004 39.925119750000007 11.500000000000002 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 -4 7 -7 9 -5 -11 12 13 -8 -3 -16 17 18 26 22 -19 25 24 -24 -18 -22 27 29 -29 -17
right_child=1 14 3 4 -6 6 11 -9 -10 10 -12 -13 -14 -15 15 16 19 20 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-120.84307649086125 2550.6852943902109 -26.236027118783795 -22639.418544040767 187125.43486607145 -3891.1559317888782 95705.036438301293 31249.056214864177 255208.283203125 16307.45823349075 129843.15713778409 -24552.874966653966 -47747.878222656254 1352.6719264579358 77237.158277600232 -2804.2568497877328 9202.770263139575 2470.6259714847051 6855.670538597039 -11252.568426446966 2461.9359958274708 22334.573991304347 -49407.310289107925 -17382.755628192983 30402.267204443095 -18169.313854106007 169020.48651713712 -1619.4183078779424 -3565.3874071603773 30026.45290691578 35779.567572310167
leaf_weight=1826521 12750 2324712 133 35 1561 39 789 24 201 22 41 48 311 198 34750 14031 9115 19027 5627 30678 6022 215 6714 366 2196 31 12382 7668 773 1184
leaf_count=1826521 12750 2324712 133 35 1561 39 789 24 201 22 41 48 311 198 34750 14031 9115 19027 5627 30678 6022 215 6714 366 2196 31 12382 7668 773 1184
internal_value=0 88.5851 5141.65 14852.1 3012.35 29133.4 34020.4 156468 39053.7 85706.9 29363.2 28289.2 31101 40474.6 55.615 1317.6 2552.07 5130.63 2015.8 -966.667 10261.3 20599.2 -6685.91 -14912.5 -1536.56 23085.8 4087.53 7074.66 -489.153 11270.9
internal_weight=0 2.49164e+06 16152 3402 1860 1542 1409 63 299 98 63 1346 1298 987 2.47549e+06 150779 116029 66960 41665 49069 25295 6268 18391 7080 11311 6053 36038 23656 8441 15215
internal_count=4318164 2491643 16152 3402 1860 1542 1409 63 299 98 63 1346 1298 987 2475491 150779 116029 66960 41665 49069 25295 6268 18391 7080 11311 6053 36038 23656 8441 15215
is_linear=0
shrinkage=0.1


Tree=1250
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 1 1 1 5 0 6 2 1 5 2 0 0 0 0 2 5 5 1 6 0 5 0 5 0 0
split_gain=4.39962e+12 3.23969e+13 9.455e+13 1.60627e+14 1.19099e+14 2.94774e+14 5.15788e+14 2.76932e+14 1.39883e+14 1.27381e+14 1.25949e+14 1.23609e+14 1.00167e+14 1.42149e+14 1.01873e+14 9.26815e+13 9.19961e+13 2.27809e+14 1.28722e+14 2.10134e+14 1.29325e+14 1.05714e+14 1.05288e+14 1.68927e+14 1.05133e+14 1.02892e+14 1.01208e+14 9.76654e+13 9.19119e+13 8.9951e+13
threshold=19.500000000000004 20.500000000000004 61.284352600000013 54.708501450000007 56.852744000000008 37.503486000000002 37.436176200000013 37.971176850000006 46.810000000000009 55.591389050000011 1.5000000000000002 19.500000000000004 82.933113850000026 97.050000000000011 11.500000000000002 55.645049100000001 55.769960200000007 55.751981950000008 55.784980300000008 3.5000000000000004 63.145000000000003 63.855000000000011 37.615058950000012 1.5000000000000002 55.708120100000009 56.835000000000008 55.518428350000008 74.610000000000014 55.86787755000001 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 11 -8 -5 28 16 -4 -14 -15 -12 17 22 19 -18 -21 -22 25 24 -24 29 -27 -26 -11 -7
right_child=1 -3 12 4 -6 7 8 -9 -10 10 15 -13 13 14 -16 -17 18 -19 -20 20 21 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=36.841110069613585 -7874.5874501403105 -13.845822890914732 -21422.873690335229 239841.50388926631 -3274.9027835300885 27506.49725057272 46686.691469764715 21161.877986109044 136017.85768834394 -45975.172164199648 106013.04033278828 55271.107696510517 -5393.8974246237267 20912.222724664549 143454.92629438921 12926.283977796933 -254705.00605468752 82298.455306299336 -21586.180464069679 -132420.89883713945 258465.39003906251 -18812.09859313965 -35841.271428165324 25980.108535505024 -159590.24065375768 -67437.018741122156 47050.551567925351 -20412.094228582515 111533.24216796875 -44321.789344106081
leaf_weight=3810546 17663 458081 4990 23 10239 266 256 5174 556 502 129 269 3416 177 110 626 64 289 2333 65 20 44 511 315 163 88 630 73 40 506
leaf_count=3810546 17663 458081 4990 23 10239 266 256 5174 556 502 129 269 3416 177 110 626 64 289 2333 65 20 44 511 315 163 88 630 73 40 506
internal_value=0 -276.556 -2705.9 -690.384 4783.69 11159.2 45142.3 4456.9 107854 6564.91 2428.16 -10878.7 -12175.8 285.161 67879.8 28831.2 -14194.2 -1848.96 -28079 -106564 -33068.1 67837.1 -11378.2 -35437.3 -61336.3 5770 33018.6 -116539 -34350.9 -19572.7
internal_weight=0 507618 49537 40844 23181 12942 2132 10810 812 1320 1297 5636 8693 3703 287 755 5367 2841 2526 193 129 64 2552 1062 747 1490 718 236 542 772
internal_count=4318164 507618 49537 40844 23181 12942 2132 10810 812 1320 1297 5636 8693 3703 287 755 5367 2841 2526 193 129 64 2552 1062 747 1490 718 236 542 772
is_linear=0
shrinkage=0.1


Tree=1251
num_leaves=31
num_cat=0
split_feature=5 6 5 2 3 0 0 1 2 1 1 0 3 0 0 1 1 1 4 0 3 1 1 3 1 1 0 0 1 1
split_gain=4.4654e+12 2.76403e+13 5.30354e+13 3.28868e+13 3.91046e+13 5.77344e+13 5.31251e+13 5.90514e+13 4.4431e+13 6.58941e+13 4.54109e+13 7.81659e+13 4.56135e+13 4.00994e+13 5.1928e+13 4.3249e+13 5.11023e+13 3.86696e+13 3.78173e+13 3.74125e+13 3.60905e+13 3.60359e+13 3.56921e+13 3.2067e+13 8.64063e+13 3.16173e+13 3.03018e+13 8.10544e+13 1.64366e+14 3.52398e+14
threshold=89.00500000000001 1.5000000000000002 93.00500000000001 16.500000000000004 12.500000000000002 53.719078300000007 56.831297550000009 60.55755580000001 9.5000000000000018 30.278357500000002 40.810045900000013 59.882016200000002 9.5000000000000018 55.762622900000004 55.645049100000001 37.752451500000006 37.971176850000006 37.66934650000001 3.5000000000000004 54.943649450000002 25.500000000000004 30.362552800000003 65.551978750000004 24.500000000000004 39.262370300000008 39.071052600000009 55.755036050000008 55.708120100000009 37.692869000000009 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 -8 10 -10 11 13 -12 14 19 17 -17 -15 21 -2 -9 -13 -11 24 25 -5 27 -3 29 -29
right_child=1 26 -4 23 5 6 7 20 9 22 12 18 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=23.599826655339172 -7228.263971659575 797.99617519444359 -478.29835966208907 39920.008240949603 -30354.737150854671 -2055.0543994054628 -11711.019356652381 -55202.313439745572 185031.00335648149 4031.9246760441706 19023.347239340925 19452.059907418243 -9271.8707137150977 -51166.6190405089 30569.443603306063 100310.29705882353 -27506.227673683265 -142875.47198157679 116832.13828125001 -57343.563070381642 33462.372109374999 -68152.324797175475 108280.57829777646 -7144.4788655963266 -17597.423355166116 165187.84538690478 -1466.7762646640633 20905.481533950944 30391.933195717254 -143366.92782635664
leaf_weight=4097479 437 98138 38639 497 1662 3797 1704 561 27 208 1175 484 1106 397 233 34 391 52 36 226 50 52 39 1089 384 21 66359 444 2258 185
leaf_count=4097479 437 98138 38639 497 1662 3797 1704 561 27 208 1175 484 1106 397 233 34 391 52 36 226 50 52 39 1089 384 21 66359 444 2258 185
internal_value=0 -438.18 -2421.42 -7542.14 -9419.49 -13828.6 -9334.75 -21274.7 -2420.01 36705.9 -4738.96 -14520 5303.7 -24905.5 -10039.9 -40145.4 -17280.9 -61787.7 17616.8 -24311.3 -47946.6 10953.1 20492.2 4405.55 18350.1 44998.4 193.352 1283.82 17798.5 -27409.9
internal_weight=0 220685 53301 14662 12671 7774 6112 2315 4897 274 4623 2342 2281 1770 896 874 425 449 572 663 611 536 247 1991 902 518 167384 101025 2887 629
internal_count=4318164 220685 53301 14662 12671 7774 6112 2315 4897 274 4623 2342 2281 1770 896 874 425 449 572 663 611 536 247 1991 902 518 167384 101025 2887 629
is_linear=0
shrinkage=0.1


Tree=1252
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 1 0 0 2 3 2 4 1 0 5 2 1 2 4 1 0 5 4 1 3 4 5 2 3 3
split_gain=4.58208e+12 1.5913e+13 5.2473e+13 1.38541e+14 1.31444e+14 9.08759e+13 7.02625e+13 6.42855e+13 8.74552e+13 5.5806e+13 5.58765e+13 5.22262e+13 4.78659e+13 4.63971e+13 4.82331e+13 5.53471e+13 5.82247e+13 4.66218e+13 4.60136e+13 4.65162e+13 4.30364e+13 6.60718e+13 5.80883e+13 7.83195e+13 6.31318e+13 4.02179e+13 3.99964e+13 3.74372e+13 4.05829e+13 3.70155e+13
threshold=100.05000000000001 60.063729500000008 60.017447350000005 30.207352000000004 7.5000000000000009 30.434657650000002 60.052595500000002 60.042666650000008 1.5000000000000002 5.5000000000000009 3.5000000000000004 3.5000000000000004 30.323743050000001 60.003414000000006 109.05000000000001 15.500000000000002 30.370618100000005 1.5000000000000002 3.5000000000000004 30.259484550000003 59.990816400000007 120.05000000000001 3.5000000000000004 30.323743050000001 16.500000000000004 3.5000000000000004 102.01000000000001 6.5000000000000009 18.500000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 6 7 -6 -4 8 12 10 -10 -8 -5 20 15 16 18 -16 29 -20 -2 26 23 -23 -24 -9 -22 28 -19 -15
right_child=1 -3 3 4 5 -7 11 25 9 -11 -12 -13 -14 14 17 -17 -18 27 19 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=17.327122256112862 -456.01930518164977 9716.764153320355 -225212.066953125 41335.466255482461 -19042.079593101556 -181669.44276785714 -121481.74760416668 56188.384365472564 -25579.448987318068 -146027.92013888891 62043.204375716741 36711.368847656253 185109.08445512821 70032.612520032053 -38746.129408482142 127446.04705528845 109859.94620949075 64921.190630927449 -51179.803152252913 -224959.72539062501 92214.332924107148 -81932.908203125 57282.266082589282 -328742.89250000002 -155992.88029891305 177489.13765243904 -21192.421941504257 14227.005839526168 179917.43385416668 -49543.201060267864
leaf_weight=4199349 113633 1473 40 57 1881 35 60 82 219 27 109 32 39 39 56 26 27 208 43 24 35 36 35 20 23 41 279 123 36 77
leaf_count=4199349 113633 1473 40 57 1881 35 60 82 219 27 109 32 39 39 56 26 27 208 43 24 35 36 35 20 23 41 279 123 36 77
internal_value=0 -612.403 -742.065 -14729.7 -9437.21 -22012.8 -114565 32540 15063 -7836.46 3539.05 -66458.1 99743.5 -422.369 26035.3 -10184.3 -27224.3 46243 -47449.8 -113429 -575.231 -32225.7 -97433.3 -170079 -27292.4 96622 -8551.54 59211.3 81887.8 -9340.99
internal_weight=0 118815 117342 2622 2490 1916 132 574 451 355 328 92 96 114720 659 236 210 423 183 67 114061 428 114 56 58 123 314 367 244 116
internal_count=4318164 118815 117342 2622 2490 1916 132 574 451 355 328 92 96 114720 659 236 210 423 183 67 114061 428 114 56 58 123 314 367 244 116
is_linear=0
shrinkage=0.1


Tree=1253
num_leaves=31
num_cat=0
split_feature=0 3 3 2 0 5 0 1 0 0 0 5 5 1 1 0 1 1 0 1 6 1 1 1 2 0 3 2 5 3
split_gain=4.32731e+12 1.45696e+13 1.0128e+14 7.22306e+13 8.58642e+13 6.40621e+13 7.83195e+13 1.16738e+14 1.04109e+14 1.18475e+14 1.08153e+14 7.1347e+13 6.0438e+13 6.61868e+13 6.02335e+13 5.87115e+13 7.09567e+13 7.08568e+13 6.51662e+13 1.3195e+14 5.74077e+13 4.83093e+13 1.6539e+14 8.9106e+13 7.04502e+13 5.67459e+13 6.7649e+13 4.77504e+13 5.16536e+13 4.67838e+13
threshold=45.098908000000009 5.5000000000000009 7.5000000000000009 2.5000000000000004 45.063245200000004 39.805000000000007 45.070824200000011 38.92948375000001 43.642715500000008 44.226894250000008 43.592450450000008 97.050000000000011 132.05000000000004 39.767857750000005 39.714575750000009 45.055827000000008 38.984911950000004 38.959914000000005 45.040161900000008 38.996948700000011 1.5000000000000002 37.792847950000002 37.737121850000008 38.058342000000003 5.5000000000000009 44.874285750000006 6.5000000000000009 6.5000000000000009 41.810000000000009 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 29 -3 8 11 10 -10 12 -8 -7 -14 20 18 17 -17 21 -20 -12 22 25 24 -23 26 -11 28 -22 -4
right_child=-2 2 3 -5 -6 6 7 -9 9 15 14 -13 13 -15 -16 16 -18 -19 19 -21 27 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1029.9287855762475 -38.508445530999211 1151.5725256727446 405.74649770854671 -39.445904327615551 13089.765609300215 -10019.28520812064 -48579.57472174846 -12412.581757211867 24233.303991643821 7527.1152038170012 134132.63972355772 -161804.67083333334 192182.48574999999 22052.078545504901 -54593.44320339086 15650.949623143397 -3312.3708849263494 87921.558548845569 -93784.134738900146 -5778.6560404459633 65824.001059478192 50155.07230455448 -51833.923489406327 -2266.6522046199402 -10907.578129954883 -8208.3074100899212 84815.049335161428 118493.44778645833 -39731.727362621416 10929.724750508713
leaf_weight=170568 3761543 13397 27461 300879 8946 5613 355 8699 1928 453 26 66 25 268 877 344 707 224 243 570 53 624 808 5719 271 1960 151 24 370 4992
leaf_count=170568 3761543 13397 27461 300879 8946 5613 355 8699 1928 453 26 66 25 268 877 344 707 224 243 570 53 624 808 5719 271 1960 151 24 370 4992
internal_value=0 260.233 -79.8381 499.407 4415.67 -4608.97 -7149.43 -14901.5 -3823.66 1214.08 -13545.1 -66329.8 -7708.05 36568.3 -39080.9 -2461.68 17832.6 44152 -4857.75 -32082.9 -10318.8 -2641.24 -12382.3 2325.04 31665.7 50.1455 26849.1 -18720.9 -26506.1 2024.57
internal_weight=0 556621 386053 342278 41399 43775 30378 9120 21258 14002 7256 421 5906 293 1350 12074 1275 568 10799 813 473 9986 3372 6614 895 2564 604 447 423 32453
internal_count=4318164 556621 386053 342278 41399 43775 30378 9120 21258 14002 7256 421 5906 293 1350 12074 1275 568 10799 813 473 9986 3372 6614 895 2564 604 447 423 32453
is_linear=0
shrinkage=0.1


Tree=1254
num_leaves=31
num_cat=0
split_feature=5 4 6 5 1 1 1 5 1 0 1 3 0 2 5 3 0 1 3 5 5 0 0 0 1 3 2 1 2 4
split_gain=4.17046e+12 4.11299e+13 3.66343e+13 3.58847e+13 5.48333e+13 8.04785e+13 5.09576e+13 6.66691e+13 5.52675e+13 9.6802e+13 8.83566e+13 7.00372e+13 5.84006e+13 4.92601e+13 4.89472e+13 4.13925e+13 3.69282e+13 4.70136e+13 3.55585e+13 3.41558e+13 3.35414e+13 3.48916e+13 1.08786e+14 1.52276e+14 1.07942e+14 9.13639e+13 7.72999e+13 7.39727e+13 7.33583e+13 7.03362e+13
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 96.015000000000015 38.058342000000003 38.996948700000011 30.226173900000003 87.395000000000024 30.278357500000002 59.916647550000008 30.315880100000005 5.5000000000000009 59.916647550000008 8.5000000000000018 98.020000000000024 14.500000000000002 54.725565150000001 30.102666750000001 6.5000000000000009 225.45000000000002 74.610000000000014 55.02863030000001 55.657530000000008 55.535913550000011 37.855187800000003 10.500000000000002 2.5000000000000004 37.342273500000012 23.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 6 13 -6 7 16 9 -8 11 -10 -13 -5 -15 -14 18 -18 -2 -4 -1 25 23 24 -23 -22 -24 29 -26 -25
right_child=1 -3 19 4 5 -7 8 -9 10 -11 -12 12 15 14 -16 -17 17 -19 -20 -21 21 22 26 27 28 -27 -28 -29 -30 -31
leaf_value=13.46137751277324 95313.661333333337 640.07865046913662 -4472.8164450983413 -21683.279585676457 109118.25074218749 -4130.1785058014711 -241045.07869318186 88534.218724149818 -124612.67159476902 -23823.513154200504 1669.7134054182534 -2569.4193192829462 97845.89980063538 -220803.30559895837 -58872.057845052092 15215.857693142363 -68068.809514232678 27272.936467239095 15580.17606789329 12353.793354305066 4631.7461995776184 19947.356942889015 -9027.4507400980219 -68646.71390792662 -8750.9819324648779 -5228.3803129147273 1281.212240289077 -28563.066744938558 159490.72272010217 33524.434114765194
leaf_weight=3762241 75 402288 37905 621 65 1813 22 153 23 304 13374 129 241 24 84 81 101 106 220 1246 22253 1635 9220 83 8102 16267 34464 4640 26 358
leaf_count=3762241 75 402288 37905 621 65 1813 22 153 23 304 13374 129 241 24 84 81 101 106 220 1246 22253 1635 9220 83 8102 16267 34464 4640 26 358
internal_value=0 285.003 -2239.3 1573.41 -9246.33 -210.504 3475.56 30744.9 2215.41 -38482.6 3173.49 45603 54283.6 -32523.8 -94856.8 77060.1 13131.8 -19246.5 35851.4 -3937.3 -33.8872 -1869.44 -3407.7 -10803.6 -3496.85 467.814 -894.547 -24843.3 -8212.81 14294.9
internal_weight=0 458875 56587 17436 2607 1878 14829 655 14174 326 13848 474 451 729 108 322 502 207 295 39151 3.85929e+06 97048 58528 14844 9763 38520 43684 5081 8128 441
internal_count=4318164 458875 56587 17436 2607 1878 14829 655 14174 326 13848 474 451 729 108 322 502 207 295 39151 3859289 97048 58528 14844 9763 38520 43684 5081 8128 441
is_linear=0
shrinkage=0.1


Tree=1255
num_leaves=31
num_cat=0
split_feature=5 0 0 5 0 0 1 4 1 1 2 3 5 1 3 5 2 1 1 6 0 3 3 2 5 5 3 3 5 2
split_gain=4.3928e+12 1.33813e+13 1.98758e+13 1.95232e+13 1.78494e+13 1.00146e+14 5.33375e+13 4.75509e+13 4.54546e+13 7.52865e+13 5.54455e+13 5.35283e+13 7.64901e+13 1.31538e+14 7.34545e+13 6.39744e+13 5.90531e+13 5.73221e+13 5.1304e+13 5.00825e+13 4.28915e+13 5.50777e+13 4.56561e+13 8.93297e+13 7.42516e+13 1.50132e+14 1.47384e+14 6.77826e+13 5.26493e+13 5.27688e+13
threshold=100.05000000000001 43.056445700000005 42.966471700000007 101.05000000000001 45.005863250000004 44.982728700000003 39.071052600000009 4.5000000000000009 43.808567100000012 45.148007750000012 8.5000000000000018 13.500000000000002 110.05000000000001 37.792847950000002 14.500000000000002 107.05000000000001 11.500000000000002 37.314272700000011 46.037218400000008 1.5000000000000002 44.732363600000006 11.500000000000002 6.5000000000000009 4.5000000000000009 105.35000000000001 104.75000000000001 11.500000000000002 14.500000000000002 107.05000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 10 -10 19 -12 13 15 -15 -13 -16 -14 -11 -3 22 -22 23 28 25 -24 -27 -28 29 -21
right_child=1 4 -4 -5 -6 6 -8 -9 9 18 11 12 17 14 16 -17 -18 -19 -20 20 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=16.965461709054736 -63497.985186887257 -15070.16239638273 12272.618145717401 -667.82424910686098 -442.38258710949117 -88768.094097160574 -16089.075517578127 32280.533372043919 -74886.386774979677 28916.926502663748 -39796.506353618759 -58677.772372462612 96002.825297976771 254117.87879464286 -24691.559062500004 109595.469921875 125419.84521998356 -29269.442853334214 -47428.141214978452 115616.53674508428 -24818.488228562608 63193.264130015428 37387.661798986483 -33480.474988345552 37805.326743271777 -17033.25600873162 -381810.43184523814 -133318.65176630436 6169.7766526013402 27183.324336007507
leaf_weight=4199349 51 1028 1943 1633 106947 264 340 37 221 224 606 117 39 28 40 28 76 576 145 89 582 81 185 486 1224 68 21 23 1434 279
leaf_count=4199349 51 1028 1943 1633 106947 264 340 37 221 224 606 117 39 28 40 28 76 576 145 89 582 81 185 486 1224 68 21 23 1434 279
internal_value=0 -599.62 5380.96 -2570.64 -787.935 -5272.32 -43230.4 -73888.4 -2070.85 -28728.1 172.769 -16800.6 -1385.14 41048.2 108747 -26183.6 73657.3 -21325.3 -1083.17 4832.72 9407.89 -14065.9 13493.8 4567.29 26921.6 -17932.3 -109309 -251917 14828.8 48570.7
internal_weight=0 118815 3627 1684 115188 8241 641 301 7600 590 7010 1510 904 289 144 145 116 615 369 5500 4472 663 3809 2288 1521 297 112 44 1802 368
internal_count=4318164 118815 3627 1684 115188 8241 641 301 7600 590 7010 1510 904 289 144 145 116 615 369 5500 4472 663 3809 2288 1521 297 112 44 1802 368
is_linear=0
shrinkage=0.1


Tree=1256
num_leaves=31
num_cat=0
split_feature=5 5 3 2 1 5 1 1 0 0 1 0 1 0 4 3 0 1 1 0 0 1 1 0 3 3 5 3 0 5
split_gain=4.42243e+12 4.02195e+13 3.21406e+13 4.11407e+13 3.48069e+13 5.5677e+13 4.12053e+13 6.4794e+13 3.45166e+13 5.59247e+13 3.92133e+13 1.55267e+14 1.87963e+14 2.44395e+14 9.46547e+13 1.00856e+14 1.15401e+14 1.04332e+14 9.70695e+13 1.90285e+14 8.82774e+13 8.15206e+13 8.04628e+13 1.55725e+14 1.34133e+14 1.56489e+14 8.00255e+13 9.45421e+13 1.4473e+14 7.67194e+13
threshold=54.035000000000004 50.005000000000003 6.5000000000000009 13.500000000000002 37.944765900000007 50.410000000000004 37.503486000000002 37.342273500000012 55.56564190000001 55.120365700000008 37.726745000000001 55.860536450000005 37.362912300000012 55.745923000000012 1.5000000000000002 8.5000000000000018 55.769960200000007 37.436176200000013 37.533784800000006 55.793358600000012 55.762622900000004 37.889331900000009 37.597123000000003 55.793358600000012 23.500000000000004 13.500000000000002 51.405000000000008 9.5000000000000018 55.812836050000008 53.705000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 7 -7 9 -4 11 12 20 -14 26 16 -16 -17 19 -19 -10 -12 23 24 25 -20 -15 -28 29 -29
right_child=-2 2 3 4 -6 6 -8 -9 10 -11 21 -13 13 14 15 17 -18 18 22 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=48.289994811313655 125.21340120943917 505.68591869908823 -2096.7951582511655 -23968.597549712224 -1982.2467484003894 9260.1557162472873 14460.465657354507 -11324.948768334276 -9147.6467803412761 5635.7174861270096 9454.4036881687807 -1501.9710728910784 -8264.1611962138595 -43548.384815825804 176354.87311698718 -13820.975103064904 -13768.524460393732 -135949.11061350253 132708.13094979746 -41071.828488719708 28979.071948567336 -3494.947237053027 -58239.932866858762 -42924.500559369255 262185.294921875 -134263.76283783786 -157815.36707992555 78803.373837319901 -43505.27344049418 274604.44279891305
leaf_weight=2353354 1706195 73381 63131 602 11648 4504 4675 2315 1238 10980 5422 22423 5876 249 39 650 176 406 54 441 1192 47029 1417 391 32 37 24 154 106 23
leaf_count=2353354 1706195 73381 63131 602 11648 4504 4675 2315 1238 10980 5422 22423 5876 249 39 650 176 406 54 441 1192 47029 1417 391 32 37 24 154 106 23
internal_value=0 -81.7921 -1265.52 -1967.19 1919.43 5676.59 7229.26 2271.67 -2538.64 -951.176 -3885.05 -6481.04 -15409.1 -21430.2 -39854.5 -45720 20719 -49887 -58325.8 -86550.2 9554.84 -2156.34 -45945.7 -12052.7 86084.6 24159.1 -1422.76 32744.3 48904.8 104246
internal_weight=0 2.61197e+06 258615 185234 23744 12096 11494 6819 161490 74111 87379 34928 12505 10075 4199 3643 215 3428 2778 847 2430 52451 1931 514 123 91 556 307 283 177
internal_count=4318164 2611969 258615 185234 23744 12096 11494 6819 161490 74111 87379 34928 12505 10075 4199 3643 215 3428 2778 847 2430 52451 1931 514 123 91 556 307 283 177
is_linear=0
shrinkage=0.1


Tree=1257
num_leaves=31
num_cat=0
split_feature=1 5 4 5 0 0 5 1 5 2 0 0 3 4 1 1 5 3 3 1 0 1 5 1 0 3 1 6 1 5
split_gain=4.20516e+12 2.28103e+13 5.04897e+13 6.41947e+13 4.95423e+13 7.02815e+13 4.74917e+13 4.56992e+13 4.94984e+13 4.37563e+13 4.27567e+13 9.5323e+13 1.71792e+14 6.23515e+13 5.59503e+13 5.44969e+13 9.78757e+13 4.83911e+13 5.31987e+13 9.0232e+13 4.72982e+13 6.85696e+13 4.67061e+13 4.52222e+13 1.23612e+14 1.26417e+14 8.09216e+13 9.74718e+13 4.51906e+13 5.49532e+13
threshold=82.981501350000016 59.005000000000003 1.5000000000000002 55.005000000000003 55.020029900000004 55.030402950000003 61.845000000000006 83.026705000000007 53.995000000000012 1.5000000000000002 55.012854300000008 54.811549550000009 14.500000000000002 4.5000000000000009 83.140147550000009 83.093115700000013 161.85000000000002 2.5000000000000004 5.5000000000000009 83.093115700000013 53.37994195000001 83.663637000000008 114.05000000000001 83.00362155000002 54.934662400000008 15.500000000000002 83.053286850000021 1.5000000000000002 83.011163250000024 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -3 8 -6 -5 11 20 13 15 23 -13 -17 -15 19 -19 21 -8 -20 -14 26 -26 -25 -28 -27 -30
right_child=1 6 3 9 5 -7 10 -9 -10 -11 -12 12 14 17 -16 16 -18 18 22 -21 -22 -23 -24 24 25 28 27 -29 29 -31
leaf_value=38.87086592124988 -586.88742192205268 -4703.1506924613304 -1380.4786656291562 -3063.1726740391191 31986.373613018928 2283.0553505683324 -22046.927099399083 -24195.016465435605 -21933.657026688426 7204.0401552850226 -1762.1805057590082 12404.266882891285 -26604.962850828306 -162784.99706250001 95410.413087815512 27663.898409087284 203967.62055664064 -31919.335327743902 177.71138780381943 206224.35528846155 -7026.1538804181537 2244.3473925383578 -90364.022483473571 -5243.5411325663081 53222.886982474571 -1250.4261189186791 42899.317222156744 175046.83908450705 -21858.263634135106 -86384.847842001764
leaf_weight=3738169 279798 31770 56147 4887 1638 35040 1219 198 190 27555 89558 9983 1112 25 52 1970 32 41 126 26 9839 24881 104 238 278 1100 261 71 1713 143
leaf_count=3738169 279798 31770 56147 4887 1638 35040 1219 198 190 27555 89558 9983 1112 25 52 1970 32 41 126 26 9839 24881 104 238 278 1100 261 71 1713 143
internal_value=0 -250.53 160.936 1826.13 492.68 3330.11 -1206.34 21439.1 26382 5657.41 -428.226 1816.79 7921.43 14257.3 -7774.16 15424 30481.9 -29167.6 -17920.3 60494.6 -1117.56 1109.82 -40762.9 -8865.62 -3679.98 -11247.9 39258 71159.8 -17311.1 -26829.9
internal_weight=0 579995 405453 125655 93213 37066 174542 2026 1828 32442 142772 53214 17275 12307 4968 11985 2002 322 297 67 35939 26100 230 4916 3804 3234 570 332 2956 1856
internal_count=4318164 579995 405453 125655 93213 37066 174542 2026 1828 32442 142772 53214 17275 12307 4968 11985 2002 322 297 67 35939 26100 230 4916 3804 3234 570 332 2956 1856
is_linear=0
shrinkage=0.1


Tree=1258
num_leaves=31
num_cat=0
split_feature=0 3 5 1 3 5 5 0 5 1 2 5 3 5 5 5 0 5 5 5 3 1 1 1 4 1 1 1 6 5
split_gain=4.07428e+12 3.73255e+13 2.91016e+13 2.74968e+13 4.74486e+13 8.23376e+13 5.66049e+13 3.05629e+13 2.66544e+13 2.10357e+13 1.93534e+13 1.75186e+13 1.73385e+13 2.22258e+13 9.64712e+13 4.27915e+13 1.69213e+13 3.47532e+13 2.41835e+13 4.39048e+13 5.78949e+13 1.98641e+13 3.44308e+13 3.22784e+13 2.76509e+13 2.16782e+13 5.22659e+13 1.45468e+14 2.05512e+13 2.59883e+13
threshold=61.785186750000001 5.5000000000000009 73.405000000000015 86.067573200000012 7.5000000000000009 93.00500000000001 85.020000000000024 63.563300600000012 75.015000000000015 30.502469200000004 2.5000000000000004 13.050000000000002 9.5000000000000018 91.050000000000011 93.00500000000001 86.02500000000002 63.563300600000012 69.610000000000014 67.00500000000001 66.990000000000023 10.500000000000002 53.664171200000006 57.550671000000001 56.249874400000003 2.5000000000000004 59.76223980000001 65.659480050000013 84.920232800000022 1.5000000000000002 64.805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 11 4 5 6 -4 8 -5 -2 -10 -3 13 15 -15 -12 18 21 19 -13 -21 24 23 -23 -18 -24 -27 -28 29 -26
right_child=1 2 3 7 -6 -7 -8 -9 10 -11 12 16 -14 14 -16 -17 17 -19 -20 20 -22 22 25 -25 28 26 27 -29 -30 -31
leaf_value=8.0822023016698008 -101500.24538352274 50396.667088505994 85420.523686691828 68671.576704247316 20853.333436336277 -23616.341429924243 295491.40516304347 -55552.181074542314 49592.730929026889 -3660.5730875518807 -22246.553359087775 -4606.5419157183633 31273.341177993221 -197287.99777462124 19734.419619864006 110239.3226023707 7491.3099013151677 -21801.788466208323 22844.842518833706 -4156.8849336664734 -171385.21066564613 -1213.6203842355262 24925.226356052081 -46862.957721379804 32758.320414496528 -49480.504775535461 134297.22418198531 -3861.093196975522 18988.607263202761 109326.40215139679
leaf_weight=4288474 22 73 29 67 707 33 23 83 68 19261 153 3301 83 33 54 29 2038 448 308 47 37 397 524 254 135 177 85 737 418 66
leaf_count=4288474 22 73 29 67 707 33 23 83 68 19261 153 3301 83 33 54 29 2038 448 308 47 37 397 524 254 135 177 85 737 418 66
internal_value=0 -1167.41 3658.98 17286.3 29340.2 99931.3 178336 537.772 10097.3 -3772.2 753.251 1606.96 -8681.65 -21009.8 -62584.4 -1136.17 1209.99 4842.33 -3982.29 -6423.29 -77817 7313.16 224.199 -19024.6 13113.5 8452.01 -188.6 10425.4 31623.8 57900.1
internal_weight=0 29690 10407 1362 792 85 52 570 487 19283 420 9045 352 269 87 182 8972 5279 3693 3385 84 4831 2174 651 2657 1523 999 822 619 201
internal_count=4318164 29690 10407 1362 792 85 52 570 487 19283 420 9045 352 269 87 182 8972 5279 3693 3385 84 4831 2174 651 2657 1523 999 822 619 201
is_linear=0
shrinkage=0.1


Tree=1259
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 5 0 1 1 0 3 0 3 1 0 0 3 5 0 1 1 0 0 1 1 1 0 5 6 0
split_gain=4.11254e+12 4.39758e+13 1.399e+14 1.39391e+14 1.3866e+14 1.55032e+14 1.34351e+14 1.38518e+14 1.06677e+14 9.85558e+13 8.44786e+13 7.97562e+13 7.38951e+13 9.89195e+13 9.84942e+13 1.47791e+14 7.10574e+13 6.8423e+13 6.78415e+13 6.56838e+13 1.74795e+14 2.80957e+14 2.8026e+14 1.29068e+14 1.92081e+14 1.16928e+14 9.93718e+13 9.82372e+13 1.14201e+14 9.79014e+13
threshold=54.978840000000005 56.135466100000009 82.784560750000011 55.912026600000011 53.516665650000007 58.040000000000006 54.648549400000007 65.659480050000013 60.528664650000003 54.970187400000007 5.5000000000000009 54.648549400000007 23.500000000000004 55.957851400000003 54.725565150000001 54.708501450000007 12.500000000000002 87.395000000000024 54.864040150000001 50.388877400000005 53.243495500000009 54.864040150000001 54.194619400000008 49.964253350000007 48.712293450000011 54.845880150000006 54.648549400000007 43.605000000000011 1.5000000000000002 53.145783300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 9 10 -6 16 8 -8 19 -5 17 13 14 15 -13 -3 -7 -9 23 21 26 25 24 -1 -22 -21 -25 -29 -30
right_child=-2 2 -4 4 5 11 7 18 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=25.448328495039267 73.749628677866795 -3472.3710655547898 -564.726840592234 -1390.5362899920569 3600.4621402039579 291.50554783518726 -22621.392543181384 -51238.481617355348 -62620.12633522832 -39979.125117529773 -29820.696591908883 16312.944446411133 3986.8904550522202 18313.528156937191 32939.66405100884 142385.26800350155 -37153.360115046577 -79215.844127127799 28532.859078912526 -23431.857425733469 -31691.128239262292 5159.8958455807551 12889.60914941794 -411.43838831138413 -13580.922359899927 -5249.1535235239935 -60607.211306877085 -2558.016484428736 -7125.894688543849 14185.769506034319
leaf_weight=1000490 2748505 17239 411289 3426 27157 902 3080 128 851 617 1504 160 2276 6404 1564 222 650 123 638 5508 2127 4162 9856 19741 10484 7824 827 7001 2402 21007
leaf_count=1000490 2748505 17239 411289 3426 27157 902 3080 128 851 617 1504 160 2276 6404 1564 222 650 123 638 5508 2127 4162 9856 19741 10484 7824 827 7001 2402 21007
internal_value=0 -129.137 -985.523 198.007 5733.55 7740.37 -8648.19 -23699.8 -31280.5 -23.6998 -10063.8 17390 19959.6 24313.4 44058.2 89580.1 -4696.18 -9249.38 15202.9 -1.11247 -4591.66 -15024.2 937.223 129.986 -115.652 -10901.1 -28284.9 5081.72 8647.66 11999
internal_weight=0 1.56966e+06 433875 1.13578e+06 43738 38808 22586 4697 3931 1.09205e+06 4930 11651 10626 8350 1946 382 17889 1025 766 1.09143e+06 30304 10497 19807 1.06112e+06 1.01097e+06 9951 6335 50151 30410 23409
internal_count=4318164 1569659 433875 1135784 43738 38808 22586 4697 3931 1092046 4930 11651 10626 8350 1946 382 17889 1025 766 1091429 30304 10497 19807 1061125 1010974 9951 6335 50151 30410 23409
is_linear=0
shrinkage=0.1


Tree=1260
num_leaves=31
num_cat=0
split_feature=5 5 0 0 3 2 3 0 1 3 1 0 1 3 0 1 2 4 1 3 6 0 2 4 2 2 5 2 1 3
split_gain=4.49402e+12 1.56788e+13 1.88744e+13 5.65455e+13 4.04403e+13 4.24404e+13 3.9705e+13 4.44886e+13 4.36558e+13 4.17431e+13 3.95733e+13 3.92069e+13 5.88364e+13 4.48019e+13 1.20521e+14 4.54437e+13 3.82881e+13 3.73717e+13 3.43688e+13 4.50843e+13 4.01147e+13 3.7646e+13 3.71683e+13 3.33658e+13 3.11668e+13 3.16963e+13 2.97106e+13 2.93598e+13 3.41176e+13 4.15673e+13
threshold=102.01000000000001 104.75000000000001 55.025681450000008 54.99493995000001 23.500000000000004 17.500000000000004 5.5000000000000009 55.657530000000008 82.911991800000024 3.5000000000000004 60.55755580000001 59.904813200000007 37.214886200000009 7.5000000000000009 55.061033200000004 47.473138800000008 10.500000000000002 3.5000000000000004 30.434657650000002 8.5000000000000018 1.5000000000000002 59.896318000000008 7.5000000000000009 3.5000000000000004 17.500000000000004 9.5000000000000018 103.45000000000002 3.5000000000000004 30.226173900000003 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 16 7 8 -4 -9 -7 12 18 14 -14 -15 17 -6 20 -20 -8 22 -22 -5 25 -17 -18 -13 -29 -30
right_child=1 -3 4 23 5 10 11 9 -10 -11 -12 27 13 15 -16 24 26 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=16.373050599105621 -5046.011052765527 -236.2893388003734 71283.480734890109 -44964.590226790053 10976.41269936043 25350.783671622441 -38715.62918215261 21160.638064385777 -82918.162160326086 -38685.632260265418 -87336.142157660594 -1994.1933714384193 273514.02230668504 21428.657334507192 25101.84704225036 -8544.443308975031 -97497.641562362463 -65109.768400652385 76282.966508152182 -71055.509211174794 46029.382736377156 151596.6511904762 -53160.622176106779 80789.816796875006 -65227.919267578123 18863.782098649321 -24304.765749484894 -42997.698072350548 40140.743016938461 170121.56337139424
leaf_weight=4209727 3631 97665 91 515 193 232 206 145 23 594 36 255 22 1018 174 1693 142 97 23 214 102 21 60 22 80 562 91 46 458 26
leaf_count=4209727 3631 97665 91 515 193 232 206 145 23 594 36 255 22 1018 174 1693 142 97 23 214 102 21 60 22 80 562 91 46 458 26
internal_value=0 -635.633 -4256.3 -9525.3 -930.865 -22144.5 1955.77 -17973.4 40172.6 -26943.1 10213.7 5383.1 1527.9 6513.63 52984.8 3797.15 -38725.8 -14473.1 -26737.9 -56756.8 -8448.66 25622.3 9292.34 -39812.6 -3889.73 -1713.66 -68911.6 25886.9 39301.4 47123.2
internal_weight=0 108437 10772 4168 6604 791 5813 853 114 739 268 4960 4175 3549 196 3353 523 290 626 237 389 183 162 537 2335 2255 233 785 530 484
internal_count=4318164 108437 10772 4168 6604 791 5813 853 114 739 268 4960 4175 3549 196 3353 523 290 626 237 389 183 162 537 2335 2255 233 785 530 484
is_linear=0
shrinkage=0.1


Tree=1261
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 5 4 5 0 3 1 0 3 0 0 5 1 6 6 5 0 3 3 5 3 5 3 5 4
split_gain=4.49282e+12 3.22127e+13 7.51434e+13 4.71126e+13 6.3539e+13 4.27066e+13 4.17025e+13 5.6468e+13 4.13187e+13 3.92028e+13 3.86225e+13 3.61326e+13 1.09183e+14 5.30971e+13 5.25321e+13 1.35581e+14 3.50081e+13 3.29716e+13 6.04027e+13 3.64682e+13 3.29461e+13 3.08706e+13 2.92814e+13 2.79809e+13 2.78808e+13 4.95418e+13 3.8115e+13 3.80675e+13 3.49292e+13 2.71797e+13
threshold=43.574807850000006 42.09605220000001 44.226894250000008 43.592450450000008 43.514103700000014 41.810000000000009 128.92000000000004 4.5000000000000009 118.33500000000002 45.133160800000006 4.5000000000000009 43.048525950000005 55.551692500000009 11.500000000000002 55.043101600000007 54.920670650000005 81.910000000000011 43.048525950000005 1.5000000000000002 1.5000000000000002 125.85000000000001 55.806974650000008 5.5000000000000009 8.5000000000000018 114.05000000000001 9.5000000000000018 120.05000000000001 6.5000000000000009 99.555000000000021 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -4 24 10 17 -7 -8 12 13 22 15 -13 -6 19 -19 -3 -16 -14 -11 -21 28 26 -26 -28 -5 -30
right_child=-2 2 5 6 16 9 7 -9 -10 11 -12 14 21 -15 20 -17 -18 18 -20 23 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-53.515108453052733 101.25360030305973 68251.296389678027 -1309.9795351915066 1467.5864491592283 -57694.907098858181 -50954.019200472074 -13361.994190705129 -47378.650031249999 -84169.906329520105 -1755.360705132226 100306.83973007202 -22383.592196345679 -124504.63291440217 -67582.174332487382 -7522.4364571679034 133334.74389128989 -196847.6150669643 -30588.612838711586 18972.283364924529 -22576.741489214604 -136159.38011718751 -52438.066994463879 -20251.716496478239 -86107.743906250005 -37907.145881453805 -90767.523454861119 -18952.172299299571 139233.75206451418 38902.523328594136 -26596.570005208338
leaf_weight=2109152 2174987 33 4978 17318 130 262 39 50 70 1954 128 138 69 167 4428 94 21 364 758 226 20 429 1523 100 92 90 29 32 408 75
leaf_count=2109152 2174987 33 4978 17318 130 262 39 50 70 1954 128 138 69 167 4428 94 21 364 758 226 20 429 1523 100 92 90 29 32 408 75
internal_value=0 -102.756 -3155.14 789.039 -15123.5 -8754.47 2272.15 45849 -9094.77 -12834 73761.4 -11701.9 -18504.7 -12502.6 -5681.2 40709.2 -77047.3 -5546.31 2893.7 -31924.3 -8100.84 -62423.2 -9857.16 -42064.8 1748.09 -31895.8 2734.7 64030.6 2207.36 28731.9
internal_weight=0 2.14318e+06 34025 19963 1702 14062 18261 217 1551 9084 167 8822 4142 3644 4680 232 151 1481 1122 359 4448 498 3477 326 18044 243 153 61 17801 483
internal_count=4318164 2143177 34025 19963 1702 14062 18261 217 1551 9084 167 8822 4142 3644 4680 232 151 1481 1122 359 4448 498 3477 326 18044 243 153 61 17801 483
is_linear=0
shrinkage=0.1


Tree=1262
num_leaves=31
num_cat=0
split_feature=3 1 1 3 2 6 0 5 0 2 0 3 3 1 0 5 2 5 3 2 5 1 5 1 0 3 4 4 5 5
split_gain=3.84029e+12 2.23905e+13 1.98375e+13 1.57977e+14 5.22894e+13 2.30549e+13 2.22046e+13 4.66237e+13 3.76757e+13 2.79792e+13 2.77673e+13 6.97713e+13 7.49914e+13 1.24245e+14 7.79217e+13 5.55235e+13 4.88033e+13 7.47803e+13 6.72445e+13 4.35551e+13 4.30727e+13 3.84612e+13 6.02839e+13 3.67827e+13 9.21463e+13 7.10535e+13 5.7728e+13 5.42349e+13 8.48118e+13 5.17863e+13
threshold=28.500000000000004 60.648383500000008 60.628582700000003 31.500000000000004 7.5000000000000009 1.5000000000000002 55.885524800000006 110.05000000000001 56.838612000000005 21.500000000000004 55.834684950000003 37.500000000000007 32.500000000000007 37.559851850000008 55.87722990000001 40.205000000000005 4.5000000000000009 35.305000000000007 29.500000000000004 11.500000000000002 21.015000000000004 37.487839250000007 63.455000000000005 37.597123000000003 55.795550600000006 29.500000000000004 2.5000000000000004 1.5000000000000002 49.010000000000012 44.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 10 9 -9 -8 23 12 13 14 16 20 17 -12 -18 -16 -14 22 -19 24 -2 26 29 28 -26 -25
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 11 -13 15 -15 19 -17 18 21 -20 -21 -22 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=8.5094389901115033 -2228.7577197033838 -15000.498295907211 21120.149401595743 -1968.8337292760671 172082.30346322409 52336.624296875001 -11187.620614625879 87999.061302649454 -32668.563747829863 1758.5660460506506 -57590.287673611114 82719.233468878083 6139.2601485798068 230151.64274193547 63705.215364583339 -8421.2400005101226 -39109.430770114537 73168.641832386362 33686.602393725094 263518.94996093749 63353.632372806343 -7187.140582540761 242553.67513786766 12869.703425385682 -22500.624866038146 1268.788198029165 -75041.740920608107 -58667.541462141315 142988.58056344697 88812.680557016225
leaf_weight=4283289 8479 1113 47 1002 82 20 4934 92 36 2523 36 122 374 31 24 2303 221 55 298 20 203 23 34 158 503 11387 37 477 33 208
leaf_count=4283289 8479 1113 47 1002 82 20 4934 92 36 2523 36 122 374 31 24 2303 221 55 298 20 203 23 34 158 503 11387 37 477 33 208
internal_value=0 -1045.11 -585.061 12317.4 108390 148603 -1040.45 -5780.23 54061.3 -6807.41 396.101 8337.73 5832.34 34180.6 25636.1 -1471.27 17133.4 67787.5 2688.68 154530 26268.4 108087 137878 -1001.02 -5634.35 2729.23 43994.8 -34139.8 -12311.9 56028.6
internal_weight=0 34875 33762 1151 149 102 32611 7585 128 7457 25026 3744 3622 742 711 2880 667 148 519 44 577 112 89 21282 9492 11790 403 1013 536 366
internal_count=4318164 34875 33762 1151 149 102 32611 7585 128 7457 25026 3744 3622 742 711 2880 667 148 519 44 577 112 89 21282 9492 11790 403 1013 536 366
is_linear=0
shrinkage=0.1


Tree=1263
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 4 3 3 0 1 0 4 0 0 0 1 0 0 3 0 1 1 0 0 2 4 3 0 3 0
split_gain=3.76665e+12 2.838e+13 4.14328e+13 3.98133e+13 3.71684e+13 2.43932e+13 1.86215e+13 2.79675e+13 5.14994e+13 3.34913e+13 2.50466e+13 3.21146e+13 8.78463e+13 2.82379e+13 3.92901e+13 2.85599e+13 3.43951e+13 3.32725e+13 4.78316e+13 2.72091e+13 4.88511e+13 3.37642e+13 2.8531e+13 8.97098e+13 3.98235e+13 3.1729e+13 2.759e+13 2.61333e+13 2.54456e+13 2.81412e+13
threshold=103.45000000000002 104.75000000000001 82.933113850000026 82.95335685000002 82.926290250000008 4.5000000000000009 3.5000000000000004 4.5000000000000009 47.155083450000006 30.315880100000005 55.030402950000003 2.5000000000000004 54.648549400000007 45.063245200000004 45.005863250000004 38.950530550000003 45.040161900000008 45.013473000000012 18.500000000000004 55.68356880000001 37.832345550000007 37.275078000000001 56.197733450000008 56.758269450000007 4.5000000000000009 3.5000000000000004 8.5000000000000018 45.112033650000008 8.5000000000000018 55.806974650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 -8 -10 11 12 -9 14 -13 16 -16 -17 -19 20 21 -12 28 24 -24 -25 -22 -15 29 -21
right_child=1 -3 3 -5 -6 -7 7 10 9 -11 19 13 -14 27 15 17 -18 18 -20 22 26 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=14.579783016645132 33295.660327524041 -219.84143631265016 -63815.436431407536 -11220.132116111345 116996.13703906251 -47458.392836583647 67079.9296875 -11683.790837053573 3360.8669969512193 -104778.03475431743 -12854.255802128233 -29736.655621139173 213579.45516304346 -64629.813094401048 28602.273809523813 105845.54488407257 176748.75546875002 28750.654492187503 -76593.037457275394 77884.040335787271 102601.36364182693 111389.74835630268 17412.428812579721 6812.5599516478733 133330.66004687501 -32073.23039578009 -5438.882562631461 -19446.040258004276 -27502.86681099642 -33682.445273437501
leaf_weight=4215436 130 97665 243 353 25 133 33 70 41 95 29 215 23 150 42 31 25 132 64 52 26 89 49 954 75 269 260 873 542 40
leaf_count=4215436 130 97665 243 353 25 133 33 70 41 95 29 215 23 150 42 31 25 132 64 52 26 89 49 954 75 269 260 873 542 40
internal_value=0 -598.28 -7898.35 -32664.2 -4594.02 -5278.34 -3976.43 -5135.88 -44985.1 -72177.3 -3456.45 -13031 44026.5 -16494.7 2752.41 26511.4 83880.8 9578.61 -5647.29 3067.11 26718.9 80855.2 -1756.38 6476.98 87524.3 -1740.41 4382.96 -26071.2 -19249 29376.9
internal_weight=0 102728 5063 596 4467 4442 4309 4179 169 136 4010 1625 93 1532 509 294 67 227 196 2385 404 118 1981 1347 124 1223 286 1023 634 92
internal_count=4318164 102728 5063 596 4467 4442 4309 4179 169 136 4010 1625 93 1532 509 294 67 227 196 2385 404 118 1981 1347 124 1223 286 1023 634 92
is_linear=0
shrinkage=0.1


Tree=1264
num_leaves=31
num_cat=0
split_feature=4 1 1 2 6 1 1 5 3 5 1 5 0 3 0 1 1 1 5 5 0 1 1 1 3 5 0 0 1 5
split_gain=3.70248e+12 1.56063e+13 1.7921e+13 1.89537e+13 1.66115e+13 2.36055e+13 2.15229e+13 2.77966e+13 4.64118e+13 4.32407e+13 6.01692e+13 2.80738e+13 2.7597e+13 2.05495e+13 2.21913e+13 2.12452e+13 2.39374e+13 2.24302e+13 2.72279e+13 2.62357e+13 2.61778e+13 2.50156e+13 2.16559e+13 3.3928e+13 7.21117e+13 6.03574e+13 3.16482e+13 4.42913e+13 2.50192e+13 2.7577e+13
threshold=-1.0000000180025095e-35 61.880021000000006 61.310823700000007 2.5000000000000004 1.5000000000000002 38.233559750000005 39.863684800000009 61.845000000000006 4.5000000000000009 85.020000000000024 37.328003200000005 123.15000000000002 55.87722990000001 21.500000000000004 45.063245200000004 30.243224600000001 30.425002000000003 36.761894450000007 20.010000000000002 41.995000000000012 55.601678500000013 37.615058950000012 37.597123000000003 37.642309100000013 6.5000000000000009 27.010000000000002 55.784980300000008 55.734663800000007 37.362912300000012 39.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 13 12 10 -10 -11 -9 15 -15 -6 -17 19 20 -18 21 -19 28 24 25 26 27 -24 -20 -30
right_child=-2 -3 -4 -5 6 -7 -8 8 9 11 -12 -13 -14 14 -16 16 17 18 22 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=9150.6442727965714 -22.67409820264352 1084.4297456426391 -10280.645899024441 572.19693887871369 21439.936146459891 -4133.186199545702 3841.6060080142688 -25535.059414628624 -20134.489828725964 40888.578670726107 -217557.81702302635 -94327.275669642855 84539.061764705883 85790.004008789067 -20674.823749115549 -13789.057542164417 12343.175243040512 -26054.819251412799 -816.76633323537374 126131.92519531251 1567.3977886496618 -1760.082019632878 -56965.878813244053 -6739.8821153055314 -4548.2807181852413 203792.25715725808 -67844.398750000008 108087.66534016927 -25488.01689505146 45346.264271518645
leaf_weight=2803 4073891 137172 1851 71246 339 2559 3720 69 26 34 38 28 34 20 928 2166 577 713 751 21 10544 1045 21 5519 332 31 20 72 1537 57
leaf_count=2803 4073891 137172 1851 71246 339 2559 3720 69 26 34 38 28 34 20 928 2166 577 713 751 21 10544 1045 21 5519 332 31 20 72 1537 57
internal_value=0 378.15 -526.434 -354.889 -2297.34 2810.97 -3253.66 -4312.74 -38992.3 -79695.6 -137355 -20176.6 10800.1 -3991.12 -18428.7 -3414.71 -3774.7 -2753.46 -3306.57 16339.1 -316.187 -11613.4 -7717.56 -4530.57 21085.4 80185.4 46275.6 70817.5 -15865.1 -22955
internal_weight=0 244273 107101 105250 34004 5362 28642 24922 229 126 64 62 103 24693 948 23745 23406 21240 20642 598 12302 1758 8340 5995 476 144 113 93 2345 1594
internal_count=4318164 244273 107101 105250 34004 5362 28642 24922 229 126 64 62 103 24693 948 23745 23406 21240 20642 598 12302 1758 8340 5995 476 144 113 93 2345 1594
is_linear=0
shrinkage=0.1


Tree=1265
num_leaves=31
num_cat=0
split_feature=1 5 5 5 1 3 5 1 4 6 1 3 0 1 5 0 1 3 2 3 1 4 3 2 5 5 3 1 1 3
split_gain=3.6985e+12 2.42586e+13 7.6138e+13 6.13029e+13 1.39793e+14 6.04349e+13 8.63923e+13 8.40785e+13 5.38233e+13 1.49878e+14 7.59272e+13 1.28008e+14 7.8352e+13 8.41661e+13 7.2482e+13 5.50795e+13 5.21444e+13 5.01332e+13 4.66079e+13 5.00981e+13 4.60331e+13 5.33081e+13 5.26276e+13 4.40829e+13 4.32111e+13 4.31812e+13 5.6454e+13 5.53629e+13 5.23699e+13 5.19042e+13
threshold=30.305955500000003 70.00500000000001 69.610000000000014 75.750000000000014 28.619594500000002 6.5000000000000009 74.610000000000014 20.507360500000004 2.5000000000000004 1.5000000000000002 30.278357500000002 6.5000000000000009 57.692655200000004 28.619594500000002 60.310000000000009 60.017447350000005 30.243224600000001 16.500000000000004 12.500000000000002 4.5000000000000009 30.259484550000003 2.5000000000000004 23.500000000000004 1.5000000000000002 58.305000000000007 72.705000000000013 15.500000000000002 30.259484550000003 30.102666750000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -3 -8 -1 -10 12 24 -11 23 15 -15 -4 -16 19 -6 21 22 -20 -14 -12 26 -21 -28 29 -27
right_child=-2 3 16 -5 18 -7 7 -9 9 10 11 -13 13 14 17 -17 -18 -19 20 25 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-664.87938271738176 18.908001377574163 18033.458074209917 11822.059227908951 -406.69382934826973 10892.500016766286 946.85889024183382 190187.18090209962 -8336.8642578125 40354.711808129949 -22755.678118910881 -14513.353406455302 -56285.835476222681 -6229.2319905013492 11064.388114122927 -7537.2403918761411 48680.291257379708 55917.037095538144 56574.917575625928 25770.348255404137 -4940.7179870878126 -57990.062270220595 39218.017913535637 -62224.618525004218 57285.432678007666 32530.861294946913 -96918.225551325158 -26560.188055135179 -104730.68894284911 -28293.27185769565 -18091.637383418121
leaf_weight=122144 4145141 387 996 29131 415 2959 64 32 1177 848 440 555 139 3376 3078 440 367 127 133 1567 102 367 139 511 351 237 493 111 2208 129
leaf_count=122144 4145141 387 996 29131 415 2959 64 32 1177 848 440 555 139 3376 3078 440 367 127 133 1567 102 367 139 511 351 237 493 111 2208 129
internal_value=0 -452.982 180.194 -2667.29 -9715.7 6300.38 39097.6 124012 -60.4526 6625.57 2601.33 -19469.7 6088.54 9277.16 6090.03 15401.7 23695 -4996.76 -19057.7 -22425.6 4394.41 14352.5 -19197.7 43703.1 6362.15 -25339.6 -14952.3 -40926 -34100.6 -69135.1
internal_weight=0 173023 134549 38474 9343 3442 483 96 133186 11042 9865 1346 8519 7671 7021 3816 1363 3205 5901 5160 741 639 272 650 791 4745 2171 604 2574 366
internal_count=4318164 173023 134549 38474 9343 3442 483 96 133186 11042 9865 1346 8519 7671 7021 3816 1363 3205 5901 5160 741 639 272 650 791 4745 2171 604 2574 366
is_linear=0
shrinkage=0.1


Tree=1266
num_leaves=31
num_cat=0
split_feature=1 3 0 0 0 5 2 2 1 3 5 5 3 6 0 3 0 0 1 1 5 5 5 2 3 0 4 0 0 1
split_gain=3.71402e+12 2.20422e+13 4.12785e+13 9.38676e+13 9.18163e+13 6.11699e+13 4.85217e+13 2.56162e+13 2.51628e+13 4.66933e+13 3.33884e+13 3.16559e+13 4.94147e+13 2.36841e+13 2.22673e+13 2.89657e+13 2.07501e+13 5.97231e+13 1.20206e+14 7.96952e+13 8.2776e+13 6.106e+13 4.85575e+13 5.13357e+13 6.12293e+13 4.41425e+13 4.22744e+13 4.05212e+13 9.24577e+13 8.4215e+13
threshold=82.981501350000016 19.500000000000004 55.078308950000007 55.388132500000005 55.043101600000007 34.605000000000011 12.500000000000002 5.5000000000000009 92.896330950000007 20.500000000000004 120.05000000000001 85.020000000000024 23.500000000000004 1.5000000000000002 56.028355650000009 22.500000000000004 53.37994195000001 53.310923100000004 83.691301500000009 83.761389800000003 59.510000000000012 161.85000000000002 52.710000000000008 11.500000000000002 14.500000000000002 53.204054050000003 2.5000000000000004 54.811549550000009 54.943649450000002 86.192907650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 4 -4 7 -6 -7 13 9 -5 -10 14 -13 -3 -11 -16 17 18 25 20 -19 -22 -21 -24 26 -2 -25 29 -29 -18
right_child=1 2 3 8 5 6 -8 -9 10 11 -12 12 -14 -15 15 -17 27 19 -20 22 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=36.530449791463774 -60941.664427220159 -4837.2334348186369 44447.491748539956 -37334.289869562221 -23940.214082892504 -139563.85354665594 -42425.217854324495 -2705.9199452031103 8657.4393264446826 1545.1948338051122 -64153.238106971156 142049.88094618055 11670.36830893005 -35213.099770636312 54338.184368265087 -17796.202094065939 -7839.3833425036037 5278.2522808577041 32.20348116607132 5931.9981700809794 -5667.2416799833554 -93990.384043710452 17172.920496576899 63083.999516858559 35579.989391058269 -19111.456215367511 213251.75806587838 6209.5275379457753 -474.59470747065853 1016.0430578647935
leaf_weight=3738169 303 496 458 454 343 107 99 3687 2027 1922 65 36 151 532 58 1384 21201 19828 61648 4974 8496 79 3652 38 284 1507 37 21816 402550 21763
leaf_count=3738169 303 496 458 454 343 107 99 3687 2027 1922 65 36 151 532 58 1384 21201 19828 61648 4974 8496 79 3652 38 284 1507 37 21816 402550 21763
internal_value=0 -235.445 -4509.76 786.18 -11104.5 -49808.6 -92880.7 -6597.96 -2493.61 -7136.63 6395.16 -3275.82 36770.2 -20557 -5501.92 -14894.8 -146.532 1154.39 -713.559 4324.82 1728.09 -6480.95 12533.5 20720 56802.9 -26114 137167 -427.261 -130.974 -3353.75
internal_weight=0 579995 11819 6555 5264 549 206 4715 6097 4005 2092 3551 187 1028 3364 1442 568176 100846 63458 37388 28403 8575 8985 4011 359 1810 75 467330 424366 42964
internal_count=4318164 579995 11819 6555 5264 549 206 4715 6097 4005 2092 3551 187 1028 3364 1442 568176 100846 63458 37388 28403 8575 8985 4011 359 1810 75 467330 424366 42964
is_linear=0
shrinkage=0.1


Tree=1267
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 1 0 0 5 1 3 1 1 1 5 3 5 0 1 6 1 3 5 3 5 1 2 1 3
split_gain=3.97921e+12 4.27738e+13 9.72979e+13 1.44421e+14 1.19414e+14 8.31002e+13 6.93739e+13 1.25733e+14 1.18784e+14 6.51761e+13 5.97902e+13 2.07949e+14 1.28166e+14 1.61236e+14 1.24874e+14 7.33405e+13 5.73343e+13 4.9298e+13 3.8361e+13 7.29507e+13 1.41227e+14 7.21861e+13 6.80957e+13 8.68115e+13 6.77747e+13 6.56654e+13 5.97604e+13 1.23894e+14 8.68316e+13 5.8765e+13
threshold=54.978840000000005 54.762542150000009 37.998366300000008 38.151577750000008 20.507360500000004 61.405000000000008 83.140147550000009 54.947737500000009 54.934662400000008 47.415000000000006 50.888703650000004 11.500000000000002 43.574807850000006 43.048525950000005 38.422276900000007 67.00500000000001 4.5000000000000009 66.040000000000006 54.708501450000007 56.135466100000009 1.5000000000000002 83.026705000000007 5.5000000000000009 46.405000000000008 6.5000000000000009 100.05000000000001 53.664171200000006 2.5000000000000004 30.578016350000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 9 -3 -6 10 8 -8 -4 11 12 13 15 -13 -5 -15 -10 -1 20 29 -21 26 -24 -25 -23 27 28 -22 -20
right_child=-2 2 3 6 5 -7 7 -9 17 -11 -12 14 -14 16 -16 -17 -18 -19 19 21 22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=20.623476810928878 72.544319486576285 12546.408648849902 7487.4353655233617 -7813.1277680443354 -9847.8475442319141 -32354.095267829667 -21637.95175697895 -38809.999642394017 27490.922294682256 37024.860266700496 -1027.5875889732722 56152.372248186381 -54018.028790658194 -5497.7772314453132 282357.4898976293 -51520.54644613745 135959.75648205445 68433.416524684173 -17264.93908875341 -40072.020116844855 22801.201229154147 -1799.5847042711514 3791.5859499090166 49497.422904527506 16853.711910891365 -65578.286215672357 11650.805056928762 -26893.784252436151 -35832.444687823758 228.38956519058024
leaf_weight=1210452 2748505 1850 1640 3109 6658 2177 443 366 1350 1372 289101 154 765 40 29 438 101 376 2171 570 1326 7462 5900 682 9433 165 2884 1702 312 16631
leaf_count=1210452 2748505 1850 1640 3109 6658 2177 443 366 1350 1372 289101 154 765 40 29 438 101 376 2171 570 1326 7462 5900 682 9433 165 2884 1702 312 16631
internal_value=0 -127.027 -1179.37 -844.61 -10556 -15393.5 -1066.1 15405.8 24554.2 20942.1 -1208.26 -12474.8 -16768.2 -9041.48 91999.1 -13210.3 95830 36410 131.922 2868.05 4588.27 -5744.78 9982.06 13431.7 19054.7 -3179.35 1105.78 -7999.57 11632.9 -1791.5
internal_weight=0 1.56966e+06 309969 299284 10685 8835 296272 2535 2169 3012 293737 4636 4453 3688 183 3547 141 1726 1.25969e+06 49238 41041 8197 22239 16015 10115 7627 6224 3340 1638 18802
internal_count=4318164 1569659 309969 299284 10685 8835 296272 2535 2169 3012 293737 4636 4453 3688 183 3547 141 1726 1259690 49238 41041 8197 22239 16015 10115 7627 6224 3340 1638 18802
is_linear=0
shrinkage=0.1


Tree=1268
num_leaves=31
num_cat=0
split_feature=1 1 5 0 1 0 1 1 3 0 0 0 5 1 3 0 3 5 1 0 1 3 3 5 0 0 5 5 1 0
split_gain=4.33818e+12 1.1183e+14 3.88103e+13 3.71451e+13 8.93087e+13 7.96375e+13 1.60974e+14 2.00742e+14 2.24136e+14 1.45739e+14 1.78749e+14 1.70292e+14 1.97885e+14 1.55914e+14 1.85114e+14 2.45148e+14 2.10623e+14 1.78316e+14 1.45835e+14 1.2664e+14 1.909e+14 1.19537e+14 1.60045e+14 1.3156e+14 2.37678e+14 1.39016e+14 1.22471e+14 1.16669e+14 1.28217e+14 1.25899e+14
threshold=61.880021000000006 61.463701450000009 79.010000000000005 54.947737500000009 82.981501350000016 55.050600750000008 82.926290250000008 82.933113850000026 15.500000000000002 55.030402950000003 55.013931500000005 55.014170500000006 75.750000000000014 82.958618050000013 18.500000000000004 55.046835900000012 4.5000000000000009 82.00500000000001 82.95335685000002 55.02863030000001 82.91993380000001 16.500000000000004 8.5000000000000018 76.00500000000001 55.025681450000008 55.02863030000001 74.610000000000014 40.905000000000008 82.91993380000001 55.055104550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 19 8 -8 10 -9 12 -12 14 16 18 -11 -18 -16 20 -5 22 -13 26 -25 -26 -23 -7 29 -29
right_child=3 2 -4 4 -6 27 7 9 -10 13 11 21 -14 -15 15 -17 17 -19 -20 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-19.519713155910679 -671.68535982377421 -7229.0448102735936 -28513.209984824469 46.003268169686486 -516.0742145056704 3691.1459453307125 5735.3753945778399 4361.2150894128927 43640.615114000699 -88323.975144442142 53623.543777355517 -559.93784823005092 260035.05478877315 5019.9145878957706 4906.9746726887215 -69627.893833471055 -2609.0471630367315 44281.451291723424 -35154.952318792362 7300.0666292288433 -16550.240150591937 10693.725825384885 33079.679454263249 22723.261222723893 -60909.018319885516 57478.089033467069 76566.750385364052 -11888.067737062276 -6245.9118805744929 1295.3493878516651
leaf_weight=3098703 370580 14893 909 75054 411572 68233 3380 41512 2897 263 332 1907 54 19994 2009 975 7323 912 1659 20462 7636 5679 5474 859 932 111 297 7770 38823 106960
leaf_count=3098703 370580 14893 909 75054 411572 68233 3380 41512 2897 263 332 1907 54 19994 2009 975 7323 912 1659 20462 7636 5679 5474 859 932 111 297 7770 38823 106960
internal_value=0 -62.3105 -8453.4 161.23 531.738 1554.85 3003.33 5937.51 23229.6 4735.38 7794.32 16903.6 82499.8 -541.227 -9002.49 -25059.5 -229.533 2583.93 -13212.6 256.409 -1486.58 15244.3 24388.3 6677.09 -16229.2 -48309.8 13967.5 250.481 -1278.42 402.513
internal_weight=0 3.1145e+06 15802 1.20366e+06 833079 421507 199721 96569 6277 90292 57157 15645 386 33135 13141 4643 8498 8235 3668 103152 82690 15259 7381 7878 1902 1043 5976 221786 153553 114730
internal_count=4318164 3114505 15802 1203659 833079 421507 199721 96569 6277 90292 57157 15645 386 33135 13141 4643 8498 8235 3668 103152 82690 15259 7381 7878 1902 1043 5976 221786 153553 114730
is_linear=0
shrinkage=0.1


Tree=1269
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 0 3 0 0 5 6 0 3 3 5 1 3 1 3 0 1 1 6 3 4 5 3 5 0 5
split_gain=4.64778e+12 5.95231e+13 1.26e+14 2.30554e+14 1.90654e+14 5.26039e+14 1.5485e+14 1.13874e+14 1.90244e+14 1.19593e+14 1.02401e+14 9.90511e+13 1.39709e+14 9.51467e+13 9.08871e+13 1.43896e+14 2.48547e+14 2.08464e+14 1.07596e+14 8.77758e+13 2.01225e+14 1.61612e+14 1.41518e+14 1.78464e+14 8.74783e+13 1.1128e+14 1.07722e+14 1.26865e+14 8.55074e+13 8.32121e+13
threshold=82.871296800000025 82.91993380000001 55.055104550000003 17.500000000000004 82.888608650000023 55.07108800000001 18.500000000000004 55.012873400000011 55.030402950000003 42.005000000000003 1.5000000000000002 55.025681450000008 14.500000000000002 19.500000000000004 120.05000000000001 82.907204800000002 9.5000000000000018 82.902675200000019 11.500000000000002 55.050600750000008 82.907204800000002 82.897133550000021 1.5000000000000002 23.500000000000004 2.5000000000000004 107.05000000000001 24.500000000000004 103.45000000000002 55.061033200000004 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 29 7 9 11 -2 -10 -9 -13 28 -6 16 17 -16 -17 -8 21 -21 23 -23 -24 26 27 -26 -5 -4
right_child=1 -3 3 13 14 -7 19 8 10 -11 -12 12 -14 -15 15 18 -18 -19 -20 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-57.828436380236077 6105.2583250059879 -66.346078761680289 146149.28025000001 17933.07815744972 2054.7449821131918 16943.122304923989 -2434.7023996205221 20481.348962022632 38727.877133393966 -4421.3530464087544 3696.2097620558052 84707.217721979032 -14056.949753457993 19209.008244288863 -181102.30579427083 -56986.338801676437 432987.74876302085 166798.07961065575 75322.766844928075 105443.19755254425 -84202.335538184285 -65156.922163968848 -12994.254659162762 -11302.070258428279 15988.495731584822 -8717.4295117778165 165527.73195213609 182005.083254717 69879.27221751133 364972.15789473685
leaf_weight=3294556 18501 922489 25 477 17588 351 9219 1519 879 25904 16452 659 183 2188 24 120 24 61 126 113 427 1001 1702 1597 350 496 79 53 944 57
leaf_count=3294556 18501 922489 25 477 17588 351 9219 1519 879 25904 16452 659 183 2188 24 120 24 61 126 113 427 1001 1702 1597 350 496 79 53 944 57
internal_value=0 186.125 2489.37 9186.48 4648.2 70217.5 628.78 2771.35 9100.78 -35.5218 5472.96 35731 63241.8 32294.1 3065.88 53161.2 148807 68567.4 10781.7 -8504.19 -18121.7 -12887.7 -15421.1 -32052.1 701.07 24534.9 58753 37821.9 52442 298258
internal_weight=0 1.02361e+06 101119 21985 18376 433 79134 64097 19692 44405 17331 2361 842 3609 17943 355 109 85 246 15037 5818 5391 5278 2598 2680 978 482 403 1421 82
internal_count=4318164 1023608 101119 21985 18376 433 79134 64097 19692 44405 17331 2361 842 3609 17943 355 109 85 246 15037 5818 5391 5278 2598 2680 978 482 403 1421 82
is_linear=0
shrinkage=0.1


Tree=1270
num_leaves=31
num_cat=0
split_feature=5 4 3 2 2 2 0 3 0 0 1 0 5 4 0 0 2 0 3 2 0 2 2 2 3 1 2 3 1 5
split_gain=4.26962e+12 3.73471e+13 4.63177e+13 9.19161e+13 1.01906e+14 7.32692e+13 1.18276e+14 6.65331e+13 7.72887e+13 1.59386e+14 1.39054e+14 1.19573e+14 1.0087e+14 1.65186e+14 9.88942e+13 7.69433e+13 5.88302e+13 5.59028e+13 1.1605e+14 1.1522e+14 9.70498e+13 8.17458e+13 7.08164e+13 1.14146e+14 6.81283e+13 1.16075e+14 7.07556e+13 6.31921e+13 1.11044e+14 7.33622e+13
threshold=112.04500000000002 3.5000000000000004 16.500000000000004 9.5000000000000018 16.500000000000004 1.5000000000000002 56.24640500000001 15.500000000000002 45.053747000000008 56.802385350000009 30.278357500000002 45.040161900000008 123.15000000000002 2.5000000000000004 56.819808050000006 56.301440000000007 4.5000000000000009 47.249522000000006 12.500000000000002 11.500000000000002 50.973130900000008 13.500000000000002 11.500000000000002 9.5000000000000018 14.500000000000002 82.926290250000008 12.500000000000002 8.5000000000000018 39.826386800000009 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 6 -4 17 11 12 -11 -9 13 -10 -12 16 -15 18 22 -20 21 -19 23 27 26 -26 -22 29 -29 -2
right_child=1 -3 3 4 -6 -7 -8 8 9 10 14 -13 -14 15 -16 -17 -18 20 19 -21 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=12.69302469366823 -13138.925875122555 1646.7217277341156 3819.5839923469389 24484.340240451173 -1865.3321781482396 -12387.366412847652 282924.38233309658 -34257.396065127192 304817.12038043479 97232.945056818193 -189596.35856173155 -171094.43427629746 -15602.81642620783 -51953.729184954354 -53537.418910863125 184189.91562500002 37494.09699943669 -31253.455978520709 62173.038424304978 -24388.843950501963 -4202.9311921127037 -154373.33759428881 182733.7586123512 -63300.954980425471 -13361.443062831817 -110748.40448971519 56096.140778176559 38747.044890284473 -4896.6604609144679 31607.46766467343
leaf_weight=4248930 2781 33114 49 2790 3097 3247 22 728 23 55 61 70 641 89 430 31 423 768 598 207 15963 58 21 282 543 158 197 1041 1325 422
leaf_count=4248930 2781 33114 49 2790 3097 3247 22 728 23 55 61 70 641 89 430 31 423 768 598 207 15963 58 21 282 543 158 197 1041 1325 422
internal_value=0 -778.978 -3002.8 3120.49 10622.5 -10190 90302.8 -5096.99 -20462.3 -8718.35 -53550.7 -46260.6 11562.1 42326.5 -70440.9 31208.1 21945.5 -3488.19 4307.94 39914.3 -6431.29 -39898.7 -573.376 -1231.29 -4791.77 -35311.7 -3467.85 1911.76 14305.8 -7243.52
internal_weight=0 69234 36120 9205 5887 3318 71 26915 2551 1753 546 798 1207 566 491 543 512 24364 6677 805 17687 826 5872 5851 16861 701 16160 5569 2366 3203
internal_count=4318164 69234 36120 9205 5887 3318 71 26915 2551 1753 546 798 1207 566 491 543 512 24364 6677 805 17687 826 5872 5851 16861 701 16160 5569 2366 3203
is_linear=0
shrinkage=0.1


Tree=1271
num_leaves=31
num_cat=0
split_feature=1 5 5 6 2 3 1 0 5 5 0 5 5 5 5 3 3 3 2 2 5 0 2 0 4 0 1 5 5 0
split_gain=4.19523e+12 1.73957e+13 2.52823e+13 2.64506e+13 3.43971e+13 3.1759e+13 2.53866e+13 2.21905e+13 6.22041e+13 2.05125e+13 2.0387e+13 1.84637e+13 3.35637e+13 2.30128e+13 6.42468e+13 3.52455e+13 2.15322e+13 4.35255e+13 6.73105e+13 1.13366e+14 2.62093e+13 2.00287e+13 1.91205e+13 2.13552e+13 1.30854e+14 3.90887e+13 1.95985e+13 1.90916e+13 2.75432e+13 1.97838e+13
threshold=91.398302750000013 85.020000000000024 87.395000000000024 1.5000000000000002 1.5000000000000002 12.500000000000002 92.896330950000007 50.973130900000008 86.02500000000002 87.00500000000001 56.028355650000009 77.00500000000001 70.50500000000001 64.020000000000024 62.015000000000008 19.500000000000004 15.500000000000002 14.500000000000002 8.5000000000000018 9.5000000000000018 76.730000000000018 56.009576300000013 11.500000000000002 51.67657710000001 2.5000000000000004 48.713222300000005 103.85249100000001 59.510000000000012 56.005000000000003 56.054485600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 5 -5 -3 -6 8 -8 -9 -7 12 13 14 27 22 17 -14 -19 -20 21 -18 23 24 -15 -26 -24 28 -2 -30
right_child=1 2 -4 4 6 10 7 9 -10 -11 -12 -13 16 15 -16 -17 20 18 19 -21 -22 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=-18.175312546237599 90.809968042470359 -46805.38525380192 2885.7037962899267 -23103.894130947356 69262.472817191869 63505.701460471086 164528.09704861112 12331.302061678296 -48904.559907670453 102270.8212962963 -14504.946428987874 -4714.148452696174 6737.8126890017393 72937.203125807078 13478.29185332934 -30616.045844614433 43457.207572984131 22794.703566972035 -232013.16197415866 29061.726303205822 -19118.492671147924 12574.305736465954 3871.4189714758572 -2614.260763751925 7813.9431600601956 -56453.176339070837 49645.689759572349 -4569.8616206162833 9363.0404541535881 -4189.1078231811525
leaf_weight=4176165 90728 117 7161 111 179 67 36 417 22 27 67 7067 4852 121 3756 479 421 63 39 29 137 419 321 10018 122 422 132 7868 5459 1342
leaf_count=4176165 90728 117 7161 111 179 67 36 417 22 27 67 7067 4852 121 3756 479 421 63 39 29 137 419 321 10018 122 422 132 7868 5459 1342
internal_value=0 534.533 5004.31 19550.2 28515.2 -8737.77 36928.9 25399.6 83570.9 17800.6 24500.4 260.456 537.865 176.334 626.633 -4055.39 7863.61 5202.13 -51676.8 -120672 21438 28052.5 -2912.92 -3766.19 -21119.6 -42040.3 17209.6 168.642 550.914 6688.88
internal_weight=0 141999 8204 1043 792 251 681 502 58 444 134 133795 126728 120768 109153 11615 5960 4983 131 68 977 840 11136 10683 665 544 453 105397 97529 6801
internal_count=4318164 141999 8204 1043 792 251 681 502 58 444 134 133795 126728 120768 109153 11615 5960 4983 131 68 977 840 11136 10683 665 544 453 105397 97529 6801
is_linear=0
shrinkage=0.1


Tree=1272
num_leaves=31
num_cat=0
split_feature=0 5 5 0 5 3 1 1 1 1 1 3 1 1 1 6 0 0 0 6 1 1 0 0 3 0 0 1 1 5
split_gain=3.80139e+12 3.79013e+13 7.08342e+13 7.06943e+13 2.29053e+14 1.09428e+14 1.07817e+14 9.80087e+13 2.90961e+14 2.75906e+14 2.69072e+14 1.53318e+14 2.62936e+14 3.5039e+14 2.00813e+14 2.07308e+14 1.74287e+14 1.95027e+14 2.34219e+14 2.3376e+14 1.89887e+14 1.64879e+14 2.05015e+14 1.91634e+14 4.01885e+14 6.99842e+14 4.02144e+14 3.88625e+14 4.08343e+14 5.20067e+14
threshold=55.576287050000012 58.305000000000007 62.015000000000008 55.842510000000011 34.010000000000012 17.500000000000004 36.761894450000007 49.111504200000006 38.233559750000005 48.712293450000011 39.726951800000002 8.5000000000000018 37.692869000000009 37.457850350000008 36.761894450000007 1.5000000000000002 55.591389050000011 55.751981950000008 55.701368300000006 1.5000000000000002 37.436176200000013 37.503486000000002 55.695992150000002 55.695992150000002 16.500000000000004 55.795550600000006 55.784980300000008 37.615058950000012 37.582182450000005 50.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 -7 8 11 10 -10 14 13 16 -6 -16 -13 18 -18 -19 -20 22 -15 -23 25 27 -26 28 -25 -30
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 21 15 -17 17 19 20 -21 -22 23 -24 24 26 -27 -28 -29 29 -31
leaf_value=83.924162954112433 2998.9469560086272 2666.0467027357545 1.0860234596676612 43.869917300171011 -41463.452069950305 62096.760903887072 -66.678632501715882 -458.83412897227709 -20564.096875025905 -4530.6495386127053 -68252.329689803926 51923.340634241315 120.83741925844352 -14962.691000396215 -21551.687174790946 7800.1135656608858 -1035.2715490806679 42433.329464527233 -34926.942067065647 -2715.5469857428361 49508.486825933694 -25246.788235808839 -59549.370358773012 22119.477976025228 -92252.756419172452 -37224.647737405772 29583.891053125 -762.97682256778171 155807.71755090376 -29412.16517369539
leaf_weight=2398881 83051 124979 493849 941436 974 280 78704 50616 11883 12383 1314 603 44698 2136 2682 23407 12567 1899 3701 2895 287 9931 1994 2093 976 3635 375 5155 574 206
leaf_count=2398881 83051 124979 493849 941436 974 280 78704 50616 11883 12383 1314 603 44698 2136 2682 23407 12567 1899 3701 2895 287 9931 1994 2093 976 3635 375 5155 574 206
internal_value=0 -104.895 539.304 -411.441 -1605.38 -2991.02 153.692 -4251.95 -5563.66 -15252.1 -25312.3 -3511.87 -5426.32 -10483.7 3118.29 4782.69 -1094.97 -2592.47 -7735.79 15168.8 -28850.5 -18095.9 -36489.5 -14785.1 -6801.8 -820.882 -58434.3 15662.4 45134.3 106891
internal_weight=0 1.91928e+06 618828 1.30046e+06 359019 275968 78984 196984 146368 25580 13197 120788 93725 49027 27063 26089 21952 21349 16555 4794 3988 27075 4130 22945 13014 11663 1351 8028 2873 780
internal_count=4318164 1919283 618828 1300455 359019 275968 78984 196984 146368 25580 13197 120788 93725 49027 27063 26089 21952 21349 16555 4794 3988 27075 4130 22945 13014 11663 1351 8028 2873 780
is_linear=0
shrinkage=0.1


Tree=1273
num_leaves=31
num_cat=0
split_feature=5 1 3 5 0 5 3 1 0 0 5 1 1 5 0 1 5 3 1 1 1 0 0 3 3 0 1 0 1 1
split_gain=4.4552e+12 3.602e+13 4.87426e+13 4.70604e+13 6.07841e+13 9.9749e+13 5.47831e+13 2.9297e+13 2.69739e+13 6.04061e+13 6.02356e+13 4.44093e+13 3.63275e+13 4.08683e+13 3.23668e+13 3.02529e+13 3.74807e+13 2.88029e+13 3.03423e+13 2.80025e+13 8.13409e+13 3.46843e+13 3.35711e+13 2.71297e+13 4.06725e+13 2.47813e+13 2.34492e+13 2.18312e+13 3.06907e+13 4.74061e+13
threshold=31.010000000000002 38.911476500000006 8.5000000000000018 27.010000000000002 43.465905150000005 30.990000000000006 11.500000000000002 103.85249100000001 55.576287050000012 55.885524800000006 25.005000000000006 37.998366300000008 37.275078000000001 30.725000000000005 55.657530000000008 37.712318250000003 28.810000000000006 7.5000000000000009 37.832345550000007 37.314272700000011 37.869926150000005 56.635684300000008 55.975961550000008 23.500000000000004 24.500000000000004 55.826364100000013 38.096381250000007 55.801980100000009 37.516458750000005 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 -7 -6 26 10 -10 12 25 14 15 16 -14 18 -15 -11 21 -21 -22 27 -25 -12 -1 28 -19 -30
right_child=-2 2 3 4 7 6 -8 -9 9 19 11 -13 13 17 -16 -17 -18 23 -20 20 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-3358.8137890992293 32.128999662072758 184.98701671837816 -479.50473146814124 4953.0431805778953 -4514.4857524888575 66211.181707974145 262313.43214285717 -29557.031875979676 1587.3701286321038 886.34265431266874 6870.4475505137925 -1513.0289612643869 -3534.5605798942861 25053.064914968392 13646.76119831817 -20191.687767134776 38548.000491260595 299.10975366709187 -14298.817532071202 -11267.6965111641 17551.551482934239 -78353.7889823718 -382.42947705045015 -121060.39275 25979.193048416942 -17227.345387596419 3375.900785629683 14204.580821923062 153884.15463281251 52295.475167862889
leaf_weight=20426 3925418 156633 56684 136 57319 29 28 471 24583 40851 1314 3098 749 760 8381 576 295 98 264 6442 1470 78 3600 25 76 632 6922 191 50 565
leaf_count=20426 3925418 156633 56684 136 57319 29 28 471 24583 40851 1314 3098 749 760 8381 576 295 98 264 6442 1470 78 3600 25 76 632 6922 191 50 565
internal_value=0 -321.123 -961.864 -2528.44 -4531.48 51494.9 162542 -4718.59 1110.24 1913.68 4756.45 9319.26 11720.4 13770.9 11145.6 -1793.91 8356.58 26711.1 14907.7 -344.503 -4682.84 -12070.3 4817.36 38737.8 -10416.7 -955.763 -1654.2 44229.6 52272.7 60554.7
internal_weight=0 392746 271300 114667 57983 193 57 57790 121446 94098 41657 17074 13976 12030 10001 1620 1044 2029 1024 52441 11590 6520 5070 1005 101 1946 27348 904 713 615
internal_count=4318164 392746 271300 114667 57983 193 57 57790 121446 94098 41657 17074 13976 12030 10001 1620 1044 2029 1024 52441 11590 6520 5070 1005 101 1946 27348 904 713 615
is_linear=0
shrinkage=0.1


Tree=1274
num_leaves=31
num_cat=0
split_feature=3 0 0 5 1 3 6 1 0 2 1 1 3 1 5 4 5 2 5 3 2 3 5 1 0 1 3 3 0 6
split_gain=4.20387e+12 3.25123e+13 5.44094e+13 7.35351e+13 5.28047e+13 1.19268e+14 9.22989e+13 2.65515e+14 1.69038e+14 6.78213e+13 6.947e+13 7.74289e+13 5.77293e+13 5.77113e+13 7.4039e+13 1.18982e+14 7.7115e+13 6.34154e+13 5.82844e+13 5.07938e+13 4.94421e+13 4.80721e+13 4.68691e+13 4.87198e+13 4.6581e+13 4.65036e+13 4.46844e+13 6.33969e+13 8.95979e+13 4.90483e+13
threshold=19.500000000000004 60.035045000000004 60.063729500000008 45.305000000000007 30.332994000000003 20.500000000000004 1.5000000000000002 30.346469350000003 60.042666650000008 9.5000000000000018 30.323743050000001 30.226173900000003 25.500000000000004 30.305955500000003 91.050000000000011 3.5000000000000004 112.04500000000002 7.5000000000000009 62.995000000000012 22.500000000000004 1.5000000000000002 26.500000000000004 69.015000000000015 30.346469350000003 60.042666650000008 30.243224600000001 23.500000000000004 24.500000000000004 60.042666650000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 8 -6 -5 11 -11 -9 14 19 -16 -17 -15 -19 -7 25 -4 23 -8 -24 -21 29 28 -28 -22
right_child=1 2 21 4 6 13 22 12 -10 10 -12 -13 -14 17 15 16 -18 18 -20 20 26 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=36.012249183855964 -464.04588841005784 305.21097777809086 -9940.8326838125449 19421.451371756975 -332130.90772058826 -52421.328981808852 144091.41289062501 28114.816324373638 -47489.767055483215 102081.64856606013 252392.486328125 -55319.335720486117 197.43529803353067 -19246.069816788382 153856.85336538462 -69594.079003906256 116766.05539981619 14949.196520178097 111889.04880882085 -31020.853880774459 20502.477859565224 9295.0950311130782 19661.52116526206 -3636.5449587048988 -47384.476498104115 138313.54301136365 -45863.831919693534 10361.892851274832 60889.253416940795 101424.78973468282
leaf_weight=3810546 479524 12008 4907 187 34 137 23 2161 54 237 26 36 1127 92 91 64 34 97 172 23 403 1767 127 760 563 55 456 2266 95 92
leaf_count=3810546 479524 12008 4907 187 34 137 23 2161 54 237 26 36 1127 92 91 64 34 97 172 23 403 1767 127 760 563 55 456 2266 95 92
internal_value=0 -270.334 3036.05 5492.53 12110.6 19832 4844.63 13957.9 -157465 66658.2 96200.9 81325.5 18545.8 14250.1 10541.8 71518.5 -4938.52 52422 76933 7274.24 9686.72 -4847.95 -16042.2 702.846 -35044.1 88381.6 7833.39 2964.37 -27458.1 35542.6
internal_weight=0 507618 28094 21420 9412 4563 4849 3376 88 486 299 273 3288 4077 3716 189 98 361 269 3527 3390 6674 1473 783 690 78 3312 2817 551 495
internal_count=4318164 507618 28094 21420 9412 4563 4849 3376 88 486 299 273 3288 4077 3716 189 98 361 269 3527 3390 6674 1473 783 690 78 3312 2817 551 495
is_linear=0
shrinkage=0.1


Tree=1275
num_leaves=31
num_cat=0
split_feature=1 5 5 5 1 3 5 1 4 6 1 3 0 1 5 0 0 0 5 6 1 3 1 3 0 0 1 5 5 1
split_gain=4.70023e+12 2.11082e+13 6.1518e+13 4.80607e+13 1.10499e+14 4.84763e+13 6.9543e+13 6.65189e+13 4.37414e+13 1.22404e+14 6.14097e+13 1.03916e+14 6.40988e+13 6.82509e+13 6.182e+13 4.34391e+13 2.41465e+14 9.64706e+13 9.66872e+13 1.42061e+14 9.49172e+13 8.90871e+13 1.19609e+14 1.4151e+14 1.10009e+14 1.01505e+14 8.2932e+13 8.89065e+13 7.01392e+13 9.52964e+13
threshold=30.305955500000003 70.00500000000001 69.610000000000014 75.750000000000014 28.619594500000002 6.5000000000000009 74.610000000000014 20.507360500000004 2.5000000000000004 1.5000000000000002 30.278357500000002 6.5000000000000009 57.692655200000004 28.619594500000002 57.705000000000005 60.017447350000005 60.029906750000002 59.963407450000012 77.00500000000001 1.5000000000000002 30.226173900000003 12.500000000000002 30.226173900000003 13.500000000000002 60.042666650000008 60.052595500000002 30.160599000000001 102.01000000000001 118.33500000000002 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -3 -8 -1 -10 12 -12 -11 -14 -15 17 20 -5 19 -19 -17 24 23 -23 26 -26 -18 -28 29 -22
right_child=-2 3 -4 15 -6 -7 7 -9 9 10 11 -13 13 14 -16 16 21 18 -20 -21 28 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-681.21971922004218 21.315349863840552 15897.315661841894 21216.930770567284 -1827.1623903883924 -17122.805636356203 627.70928110610646 169841.94700164796 -6738.7503417968755 36372.421494419614 -20698.615073898603 5679.4356948447439 -50765.905989000479 39275.169622199428 18038.817818660616 -1564.6331904886995 -105138.75504787749 -92092.422916666663 170489.47380139804 10550.600837002145 21853.944656326064 -45232.844133676146 -162806.54498355265 -25855.100192293321 35729.284240835339 -129536.08497488839 8975.1553724444238 90888.315332836792 5734.0019026509835 -157432.68121448866 27098.512500000001
leaf_weight=122144 4145141 387 1363 19606 5901 2959 64 32 1177 848 791 555 650 2496 4525 226 36 95 4175 199 787 38 1452 650 56 958 394 178 44 237
leaf_count=122144 4145141 387 1363 19606 5901 2959 64 32 1177 848 791 555 650 2496 4525 226 36 95 4175 199 787 38 1452 650 56 958 394 178 44 237
internal_value=0 -510.655 79.977 -2576.18 -8817.06 5422.4 34796.1 110982 -136.334 5891.06 2254.3 -17594.8 5390.46 8274.51 5404.49 -574.583 -9000.99 1195.05 14453.8 69882.4 -46263 3815.86 -9581.41 24763.6 21491.7 1325.62 55123.9 64389.2 -33804.2 -28492.1
internal_weight=0 173023 134549 38474 9343 3442 483 96 133186 11042 9865 1346 8519 7671 7021 29131 5056 24075 4469 294 1294 3762 2140 688 1622 1014 608 572 1068 1024
internal_count=4318164 173023 134549 38474 9343 3442 483 96 133186 11042 9865 1346 8519 7671 7021 29131 5056 24075 4469 294 1294 3762 2140 688 1622 1014 608 572 1068 1024
is_linear=0
shrinkage=0.1


Tree=1276
num_leaves=31
num_cat=0
split_feature=3 4 0 5 1 5 4 0 0 0 0 0 1 1 1 0 1 1 0 1 1 1 0 1 0 5 0 5 1 1
split_gain=3.93283e+12 1.10551e+13 1.86122e+13 1.49827e+13 2.7774e+13 1.45648e+13 3.45131e+13 1.26222e+13 1.76412e+13 4.36811e+13 3.57332e+13 2.16244e+13 2.49353e+13 1.89454e+13 2.53638e+13 2.21256e+13 1.80743e+13 2.13785e+13 1.89666e+13 5.95344e+13 5.33317e+13 3.74045e+13 2.50142e+13 1.80192e+13 4.17565e+13 5.05382e+13 5.01838e+13 4.04849e+13 3.10787e+13 2.12598e+13
threshold=2.5000000000000004 3.5000000000000004 44.226894250000008 225.45000000000002 65.480823400000006 142.05000000000004 4.5000000000000009 43.592450450000008 47.236539400000005 51.717367500000009 52.485928400000006 52.719210700000012 93.043229050000022 43.574807850000006 41.950906500000009 48.713222300000005 37.098288800000006 38.633372000000001 45.005863250000004 38.096381250000007 37.737121850000008 37.792847950000002 45.254062050000009 39.488326500000007 45.03656895000001 89.00500000000001 45.022371150000005 61.405000000000008 39.071052600000009 38.781124500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 -5 -3 -7 -1 16 13 -11 12 -12 14 -10 -15 -9 18 21 20 22 -18 -20 24 26 -26 29 -28 -29 -19
right_child=-2 2 3 4 -6 6 -8 8 9 10 11 -13 -14 15 -16 -17 17 23 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=8322.3551833626461 -15.648163219139049 -5989.028801051827 8791.4879483667828 7096.1910539215696 -119900.58944561298 -130957.60598958333 8831.1585526315794 16558.343059005885 9873.3553684852905 -11195.23620787202 3017.5174171723288 501.65761691795717 32136.657382825328 -45540.836459738995 38498.05405310206 1949.7680024976635 9066.3781751245788 42800.45825969828 -34186.491113006159 -2390.1640394199517 -67914.187320989309 -13951.479078361399 7254.4180893870989 -3820.08237651026 6677.490924104296 58395.557796637055 -9024.6548880115461 -51685.979426604965 76453.739414062511 3357.0722969502076
leaf_weight=1970 4205107 314 3625 51 26 33 38 513 4578 2602 803 71266 464 110 332 907 1405 145 355 1519 316 1419 247 10385 4621 197 2070 353 20 2373
leaf_count=1970 4205107 314 3625 51 26 33 38 513 4578 2602 803 71266 464 110 332 907 1405 145 355 1519 316 1419 247 10385 4621 197 2070 353 20 2373
internal_value=0 582.027 5688.05 7864.3 -35785.8 -15237.8 -56141.1 390.522 244.487 970.814 318.834 731.882 13681.5 9235.79 11808.9 -3186.88 -2025.45 -2400.41 -8077.32 -14540.8 -34646.2 -2499.61 -17183.3 -919.245 2161.36 8792.16 -4278.31 -14489.2 -44815.2 5628.43
internal_weight=0 113057 4087 3702 77 385 71 108970 107000 81062 75135 72533 1267 5927 4910 1017 25938 25425 5261 2437 918 2824 602 20164 9779 4818 4961 2443 373 2518
internal_count=4318164 113057 4087 3702 77 385 71 108970 107000 81062 75135 72533 1267 5927 4910 1017 25938 25425 5261 2437 918 2824 602 20164 9779 4818 4961 2443 373 2518
is_linear=0
shrinkage=0.1


Tree=1277
num_leaves=31
num_cat=0
split_feature=5 5 0 2 1 0 1 2 0 0 3 1 1 1 2 4 0 0 3 3 3 5 3 1 2 2 4 5 4 0
split_gain=3.98482e+12 2.05987e+13 5.86618e+13 4.46819e+13 4.25966e+13 8.76723e+13 5.38896e+13 4.66953e+13 4.48101e+13 4.41518e+13 8.54071e+13 6.91696e+13 1.25722e+14 9.63098e+13 1.37196e+14 7.17322e+13 8.23715e+13 5.50898e+13 5.15401e+13 8.89371e+13 4.48519e+13 1.25436e+14 9.5157e+13 8.67187e+13 5.71046e+13 6.93059e+13 4.42327e+13 4.16842e+13 3.99314e+13 7.91625e+13
threshold=88.015000000000015 84.030000000000015 54.942865800000007 1.5000000000000002 37.559851850000008 57.131524800000008 37.582182450000005 19.500000000000004 55.551692500000009 60.052595500000002 4.5000000000000009 30.278357500000002 30.315880100000005 30.362552800000003 18.500000000000004 2.5000000000000004 60.003414000000006 59.820733200000006 9.5000000000000018 8.5000000000000018 5.5000000000000009 87.00500000000001 8.5000000000000018 30.259484550000003 5.5000000000000009 3.5000000000000004 4.5000000000000009 86.02500000000002 3.5000000000000004 47.425481600000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 8 27 -6 11 -11 17 15 14 -14 -13 18 -4 19 -17 21 -19 23 -22 25 -25 -15 -7 29 -5
right_child=-2 2 4 28 5 7 -8 -9 -10 10 -12 12 13 26 -16 16 -18 20 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-13.958925507716286 -403.47890926559177 -7313.8873105708572 -34749.973954114997 3313.7105340065486 -44703.06123511905 6356.1564828454384 196.52009615529118 121824.29515053354 69544.880255776268 69482.789216549296 -48106.410011615953 13051.154492187501 14694.09484918365 -8077.3675254460222 193941.88160511365 -73657.118279513888 77066.272805851069 -71608.732913961037 -42360.643273078073 -249450.70473484849 187563.8720673077 104322.29715909091 16800.144493865471 109051.10328124999 167993.93187500001 -134680.38919677734 133911.56374289774 27532.31081003476 -5461.0504946394531 17241.687631376164
leaf_weight=3979432 231644 2204 218 9394 42 2403 68770 41 188 71 475 212 1446 8029 44 225 47 154 576 33 65 55 1535 20 20 28 22 1516 2040 7215
leaf_count=3979432 231644 2204 218 9394 42 2403 68770 41 188 71 475 212 1446 8029 44 225 47 154 576 33 65 55 1535 20 20 28 22 1516 2040 7215
internal_value=0 22.8712 1391.49 6151.03 240.559 1188.59 358.139 15658.5 48682.2 -4969.84 -32815.5 -3775.42 -7047.35 -3367.15 19987.3 -39172.5 -51739.3 12832.6 -58998.1 -96142.3 18358.9 -25311.1 23830.8 104974 26027.2 -33125.6 -7689.37 14547.8 7742.36 9364.07
internal_weight=0 4.08652e+06 107088 20853 86235 72960 69000 3960 230 13275 546 12729 10634 9541 1490 1093 881 2095 834 258 1877 209 1668 133 68 48 8051 3919 18649 16609
internal_count=4318164 4086520 107088 20853 86235 72960 69000 3960 230 13275 546 12729 10634 9541 1490 1093 881 2095 834 258 1877 209 1668 133 68 48 8051 3919 18649 16609
is_linear=0
shrinkage=0.1


Tree=1278
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 6 6 0 0 3 3 0 5 5 3 0 3 0 5 5 4 5 1 2 0 0 0 6 5 5
split_gain=3.96803e+12 6.21032e+13 9.67183e+13 1.57479e+14 1.91367e+14 3.92543e+14 1.50946e+14 2.84184e+14 2.24595e+14 3.39683e+14 1.37457e+14 1.45299e+14 1.31396e+14 1.23139e+14 1.21404e+14 1.67131e+14 1.01674e+14 1.956e+14 1.19461e+14 1.01358e+14 9.7819e+13 1.4676e+14 1.21117e+14 1.02102e+14 9.71931e+13 1.38575e+14 1.95601e+14 3.85477e+14 9.88458e+13 1.01502e+14
threshold=37.66934650000001 37.712318250000003 55.745923000000012 19.500000000000004 55.751981950000008 1.5000000000000002 1.5000000000000002 55.719391050000006 55.68356880000001 24.500000000000004 23.500000000000004 55.751981950000008 57.405000000000008 43.005000000000003 16.500000000000004 55.899899800000007 17.500000000000004 55.777112100000004 58.755000000000003 100.05000000000001 3.5000000000000004 90.015000000000015 37.692869000000009 10.500000000000002 55.762622900000004 55.801980100000009 55.860536450000005 1.5000000000000002 89.00500000000001 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 12 7 8 -2 -10 11 -5 -4 -13 24 16 18 -18 -16 -15 21 -12 23 -23 -6 -26 27 -27 -28 -30
right_child=1 -3 3 10 14 -7 -8 -9 9 -11 20 13 -14 19 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=184.19838491088859 7638.5931409593513 -7.0245689393569437 102676.67911952757 55381.198758431994 -27600.379155466118 -13138.235889522541 -18203.594829438382 -76154.01470400524 213229.23524576821 -226322.50119047624 -839.36115617138262 -455.73090356087454 252317.77823630712 -41476.651761876288 45095.666770392927 -19045.706482241978 135852.32772496235 -46103.119224466471 132322.41625486323 81247.940274003631 -72261.737773437504 -42041.113010817309 -67884.028979492185 110627.95033723021 28407.812879822493 61105.298746493427 9474.425504291321 -81151.993258448711 -130397.4312406994 4496.8975709033612
leaf_weight=920268 4046 3364080 159 227 1039 287 9147 403 108 21 5096 1228 93 2726 425 428 83 205 249 69 175 52 60 278 1886 259 4123 720 105 119
leaf_count=920268 4046 3364080 159 227 1039 287 9147 403 108 21 5096 1228 93 2726 425 428 83 205 249 69 175 52 60 278 1886 259 4123 720 105 119
internal_value=0 -49.8873 -4313.95 106.313 8841.95 66828.3 -10784.5 4039.25 11780.1 141674 -8866.43 -22458.2 157901 -26850.3 5600.11 32940.3 56069.2 6335.43 77320.4 -38447 1337.61 3685.38 62808.7 86571 994.26 5113.76 -3134.94 -43517 5959.62 -58734.8
internal_weight=0 3.3979e+06 33816 20091 10180 539 13725 4578 4175 129 9911 4250 252 4023 9641 1390 962 288 674 2795 5661 5486 390 330 8251 7212 5326 979 4347 224
internal_count=4318164 3397896 33816 20091 10180 539 13725 4578 4175 129 9911 4250 252 4023 9641 1390 962 288 674 2795 5661 5486 390 330 8251 7212 5326 979 4347 224
is_linear=0
shrinkage=0.1


Tree=1279
num_leaves=31
num_cat=0
split_feature=1 5 1 0 0 5 3 0 5 3 5 3 4 1 4 1 3 2 0 1 3 3 3 1 3 3 6 5 4 2
split_gain=4.15555e+12 2.15406e+13 3.05929e+13 6.2191e+13 1.46649e+14 7.23848e+13 1.30263e+14 6.36655e+13 8.5569e+13 6.34895e+13 6.30565e+13 8.22293e+13 1.46843e+14 1.13469e+14 7.10497e+13 6.66994e+13 6.38415e+13 6.19113e+13 5.66906e+13 7.17987e+13 1.81474e+14 1.37276e+14 9.25133e+13 7.86276e+13 1.09429e+14 5.94819e+13 5.62585e+13 5.54595e+13 5.1963e+13 8.7669e+13
threshold=30.305955500000003 38.010000000000012 30.160599000000001 59.916647550000008 59.853570100000006 81.910000000000011 24.500000000000004 59.755965500000009 78.710000000000022 4.5000000000000009 100.05000000000001 13.500000000000002 2.5000000000000004 30.226173900000003 3.5000000000000004 30.259484550000003 22.500000000000004 2.5000000000000004 60.063729500000008 30.207352000000004 13.500000000000002 11.500000000000002 15.500000000000002 30.278357500000002 9.5000000000000018 5.5000000000000009 1.5000000000000002 75.015000000000015 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 10 -4 -9 26 11 12 -7 16 -12 -16 -13 -10 28 20 21 25 -22 -21 -25 -20 27 -5 -11 -30
right_child=-2 2 3 9 5 6 -8 8 17 18 14 13 -14 -15 15 -17 -18 -19 19 23 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1466.1579684953622 20.042265556447322 630.62322306810097 -38759.513559468585 -2857.8261458333336 -12537.461339881011 -204759.19773550727 -155343.00539354348 -359.64976990179622 -29459.695927734378 -5878.9895173153964 42379.199611166863 -48005.255152468577 -49155.38032109609 112704.75774038462 -85196.027597208973 16711.566167534722 116172.93231670673 42769.021691432266 -46243.30092312795 -35713.381872275349 136423.75432739258 -296901.10671875003 -73892.481281250002 -125907.4357421875 81338.656069824225 134446.33643465908 20702.957717646525 -186310.5665264423 -3013.8304068665147 6869.8165163731828
leaf_weight=42798 4145141 56515 384 45 7761 69 87 8478 140 14349 218 266 501 65 131 126 26 779 106 1336 128 20 25 32 125 22 1814 26 20952 15699
leaf_count=42798 4145141 56515 384 45 7761 69 87 8478 140 14349 218 266 501 65 131 126 26 779 106 1336 128 20 25 32 125 22 1814 26 20952 15699
internal_value=0 -480.156 -1119.81 -2461.9 -7385.47 -16412.2 -36608.1 1151.21 2782.12 -748.249 -29240.1 -44421.1 -67991.6 -6787.37 386.617 -35233.5 -33386.6 31765.7 -1392.13 -18863.9 25690.8 -53256.7 102058 -27846.5 39097.4 -15187.3 17285.1 -70037.7 -777.532 1219.71
internal_weight=0 173023 130225 73710 19031 9250 1489 9781 9397 54679 1402 927 570 357 475 257 292 919 52794 1794 301 148 153 1493 157 128 1885 71 51000 36651
internal_count=4318164 173023 130225 73710 19031 9250 1489 9781 9397 54679 1402 927 570 357 475 257 292 919 52794 1794 301 148 153 1493 157 128 1885 71 51000 36651
is_linear=0
shrinkage=0.1


Tree=1280
num_leaves=31
num_cat=0
split_feature=1 3 5 0 0 3 0 0 6 3 0 3 3 0 5 0 3 5 6 3 5 6 0 2 5 0 5 1 6 0
split_gain=4.46587e+12 3.89498e+13 3.34149e+13 3.3326e+13 8.77514e+13 2.74124e+13 7.26463e+13 1.01534e+14 1.41701e+14 8.88793e+13 6.88756e+13 2.31387e+14 1.85812e+14 1.69457e+14 7.69506e+13 6.7547e+13 1.51737e+14 1.65025e+14 1.65215e+14 1.1334e+14 9.78378e+13 1.70431e+14 1.23646e+14 1.50836e+14 7.46092e+13 8.82959e+13 5.94753e+13 5.31325e+13 4.99321e+13 9.02115e+13
threshold=30.102666750000001 21.500000000000004 97.050000000000011 59.939091550000008 59.846652800000008 5.5000000000000009 60.063729500000008 59.982527000000012 1.5000000000000002 10.500000000000002 59.939091550000008 19.500000000000004 14.500000000000002 59.853570100000006 88.015000000000015 58.242297500000006 8.5000000000000018 81.00500000000001 1.5000000000000002 14.500000000000002 59.025000000000013 1.5000000000000002 59.755965500000009 7.5000000000000009 74.010000000000005 59.755965500000009 60.610000000000007 28.619594500000002 1.5000000000000002 54.708501450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 7 10 9 -9 13 12 -12 15 -14 27 17 18 26 20 -18 22 23 -22 -23 -26 -17 28 -7 -30
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 11 -13 14 -15 -16 16 19 -19 -20 -21 21 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-3757.4169387248899 11.505268101616856 -15858.061373982649 -174152.68625000003 -162953.9905975342 122075.98414062499 -3363.1071646199634 22309.926713741705 178566.24072265625 -94503.22389877199 -13381.954989437181 101306.81305338541 249928.10457848839 7642.6784983262187 -39704.273620784479 -82815.98666896447 -18698.063612689395 20525.968403783801 -175704.07889524649 17631.7168114091 -10673.735057979891 120682.3355263158 62982.335875232937 90294.875813945488 433264.87917668273 -95313.301988636376 46752.125956357762 -183539.93152644232 -105705.64304097493 -14000.574070541858 10626.0349855147
leaf_weight=17831 4263593 826 20 32 20 18767 1537 32 254 98 213 43 1205 1057 102 33 1359 71 379 696 38 218 227 26 88 87 65 48 1866 7333
leaf_count=17831 4263593 826 20 32 20 18767 1537 32 254 98 213 43 1205 1057 102 33 1359 71 379 696 38 218 227 26 88 87 65 48 1866 7333
internal_value=0 -898.898 -21553.3 -86889.7 -26038.4 -553.331 1040.67 87.7186 -51044.6 33866.8 666.558 21169.2 14697.7 -323.788 583.165 1006.05 14567.7 -33466.6 -12295 24178 36051.2 66897.3 124906 247669 23944.1 -24686.5 -128032 -585.195 -404.77 5630.57
internal_weight=0 54571 898 72 40 53673 35842 34305 384 130 33921 1563 1520 32358 1307 31301 3287 548 477 2739 2043 684 291 64 393 175 98 28014 27966 9199
internal_count=4318164 54571 898 72 40 53673 35842 34305 384 130 33921 1563 1520 32358 1307 31301 3287 548 477 2739 2043 684 291 64 393 175 98 28014 27966 9199
is_linear=0
shrinkage=0.1


Tree=1281
num_leaves=31
num_cat=0
split_feature=5 5 5 1 3 5 1 1 1 0 4 0 4 2 5 5 3 0 1 1 1 2 0 5 0 3 0 0 3 6
split_gain=3.7122e+12 4.99188e+13 4.00491e+13 3.40214e+13 3.30251e+13 2.45204e+13 2.41873e+13 3.40143e+13 2.41823e+13 2.43625e+13 2.1272e+13 2.09882e+13 2.06277e+13 2.03505e+13 2.0275e+13 2.90705e+13 2.6202e+13 2.97223e+13 3.44418e+13 2.78583e+13 2.49839e+13 1.95864e+13 3.88998e+13 1.94342e+13 6.53484e+13 5.08642e+13 4.01349e+13 7.41696e+13 3.89128e+13 4.32231e+13
threshold=32.475000000000001 32.355000000000011 33.57500000000001 38.096381250000007 27.500000000000004 33.005000000000003 37.475443250000005 82.957885500000017 30.451272450000005 60.042666650000008 5.5000000000000009 59.853570100000006 1.0000000180025095e-35 12.500000000000002 35.505000000000003 34.010000000000012 10.500000000000002 43.592450450000008 39.726951800000002 65.610478850000007 65.58467570000002 18.500000000000004 44.580511600000001 39.005000000000003 44.580511600000001 29.500000000000004 55.141517900000004 56.635684300000008 27.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 8 -5 -3 -8 9 11 21 -2 -9 -6 15 16 -4 18 -18 20 -19 -1 -23 24 -16 26 -26 28 -28 -30
right_child=2 6 14 5 13 -7 7 12 -10 -11 -12 -13 -14 -15 23 -17 17 19 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=49.641444896488714 -2877.6615695744804 -20023.179085850192 -544.01341109094892 2323.9956676555753 61686.348590278627 7292.632738563404 6362.8610611594204 -2225.3736284609499 -3542.6510050896359 -9040.3486640016763 -96223.540183423916 8654.7217739972875 -9429.1342504971271 10523.071170444682 -7474.9956837426498 -2081.9190705173928 -156491.74388586957 2739.5643367607795 -19967.964735704791 13885.226890391514 -37454.726457018733 115873.57281539352 -4291.001685019387 -42.50098810754298 2234.4865167441194 -13229.745848508026 -1709.653716485929 2255.4425873972982 19651.106611512383 132407.02932692308
leaf_weight=477346 2268 1043 83163 61057 128 11862 2546 7424 17760 1445 23 5188 8556 198 9473 111530 23 17785 94 2389 156 27 12081 3123815 157352 2516 111569 89043 265 39
leaf_count=477346 2268 1043 83163 61057 128 11862 2546 7424 17760 1445 23 5188 8556 198 9473 111530 23 17785 94 2389 156 27 12081 3123815 157352 2516 111569 89043 265 39
internal_value=0 -253.63 33.8948 2009.63 -1023.72 3132.26 -5206.25 -4372.07 -1410.55 2843.6 -55.6267 5146.75 -6082.41 30611.7 -19.3208 -961.525 244.512 3451.64 -46806 3740.88 2390.07 -51.1077 -4023.04 38.6934 723.721 938.992 1038.49 101.826 -1612.3 34116.5
internal_weight=0 509046 3.80912e+06 99906 26987 72919 19569 18526 26661 8901 489477 7456 15980 326 3.70921e+06 215140 103610 20447 117 20330 17941 489454 12108 3.49407e+06 370257 360784 358268 200916 111873 304
internal_count=4318164 509046 3809118 99906 26987 72919 19569 18526 26661 8901 489477 7456 15980 326 3709212 215140 103610 20447 117 20330 17941 489454 12108 3494072 370257 360784 358268 200916 111873 304
is_linear=0
shrinkage=0.1


Tree=1282
num_leaves=31
num_cat=0
split_feature=1 6 5 4 1 1 0 0 0 1 1 0 3 1 0 0 0 1 1 1 3 4 4 5 5 3 3 1 3 0
split_gain=4.30496e+12 4.93285e+13 4.62154e+13 2.61514e+14 1.2026e+14 1.70933e+14 1.17767e+14 2.13205e+14 1.77289e+14 1.42591e+14 2.16774e+14 2.51421e+14 2.04037e+14 2.02547e+14 2.26854e+14 1.65506e+14 1.28388e+14 1.18437e+14 2.95141e+14 2.52987e+14 1.81164e+14 2.0408e+14 1.33431e+14 1.98238e+14 1.21115e+14 1.13733e+14 2.04699e+14 1.63394e+14 1.91421e+14 1.61618e+14
threshold=38.781124500000011 1.5000000000000002 72.705000000000013 2.5000000000000004 37.889331900000009 37.503486000000002 55.674875350000008 55.695992150000002 55.518428350000008 37.777459000000007 37.737121850000008 55.946414150000003 8.5000000000000018 37.712318250000003 55.719391050000006 55.975961550000008 55.701368300000006 37.39371280000001 37.475443250000005 37.362912300000012 11.500000000000002 2.5000000000000004 3.5000000000000004 98.020000000000024 110.05000000000001 20.500000000000004 7.5000000000000009 37.417247200000006 11.500000000000002 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -4 10 13 12 -12 17 -15 16 -11 19 25 22 -21 -22 -9 -24 -20 26 -19 -28 -29 -30
right_child=-2 -3 6 4 -6 -7 7 9 -10 15 11 -13 -14 14 -16 -17 -18 18 24 20 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-821.30480633201591 -65.72473542077455 592.98515515353085 3073.2776857451545 18386.95783820748 43561.679112596808 -3923.1080759277547 50619.924960831355 -4050.4441285915063 -16524.34847033018 6675.4271276804684 231761.52742745538 -137411.74265624999 37424.140408529376 -191978.57120888159 -29921.982216817392 41752.442222281679 -42171.314943236444 -63701.628442095593 -160.48664562075643 123722.96230468751 -350232.59508928575 -72399.303032803437 59274.647001191799 -2569.303086068719 63666.86560623219 27112.054836316216 36472.140062588784 362133.87820945948 176427.29069640458 20769.431403057391
leaf_weight=360129 3012745 861451 7180 9032 1145 5541 805 27161 12927 721 56 80 1532 95 952 365 2121 85 9403 44 28 474 853 1321 307 1064 220 37 186 104
leaf_count=360129 3012745 861451 7180 9032 1145 5541 805 27161 12927 721 56 80 1532 95 952 365 2121 85 9403 44 28 474 853 1321 307 1064 220 37 186 104
internal_value=0 151.685 -704.591 -270.228 12356 9904.14 -3101.12 -410.446 -9526.24 -1280.61 203.093 35563.2 44277.3 -1190.13 -44626.3 -21637.9 -29779.2 -88.6303 8580.36 -3397.71 -70842.4 -87896 -2142.39 21696.1 1857.54 47070.1 80670.4 103105 147934 120605
internal_weight=0 1.30542e+06 443968 375847 15718 14573 68121 48014 20107 47209 44002 1668 1588 42334 1047 3207 2842 41287 11406 29881 546 502 29335 2174 9710 1696 632 547 327 290
internal_count=4318164 1305419 443968 375847 15718 14573 68121 48014 20107 47209 44002 1668 1588 42334 1047 3207 2842 41287 11406 29881 546 502 29335 2174 9710 1696 632 547 327 290
is_linear=0
shrinkage=0.1


Tree=1283
num_leaves=31
num_cat=0
split_feature=1 1 3 5 4 0 0 3 0 3 5 0 6 5 3 0 5 3 0 5 0 3 3 0 6 0 6 0 0 1
split_gain=4.35444e+12 5.16192e+13 1.28135e+14 1.27275e+14 1.1069e+14 1.20167e+14 2.18704e+14 2.62272e+14 2.72623e+14 9.78843e+13 1.22024e+14 9.54827e+13 1.07723e+14 9.45996e+13 9.39429e+13 1.67533e+14 9.0585e+13 8.68891e+13 2.56997e+14 1.04161e+14 8.1381e+13 7.70146e+13 1.47717e+14 1.57797e+14 1.31131e+14 1.44177e+14 1.18668e+14 1.56767e+14 1.1766e+14 8.86446e+13
threshold=37.098288800000006 37.328003200000005 18.500000000000004 123.15000000000002 1.5000000000000002 55.68356880000001 55.645049100000001 13.500000000000002 55.619594000000006 17.500000000000004 94.040000000000006 55.993277250000013 1.5000000000000002 61.020000000000003 12.500000000000002 55.619594000000006 132.05000000000004 14.500000000000002 44.893607100000004 74.610000000000014 44.874285750000006 8.5000000000000018 16.500000000000004 55.946414150000003 1.5000000000000002 55.820531900000013 1.5000000000000002 55.834684950000003 56.009576300000013 37.214886200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 -2 6 7 14 17 21 -11 12 -4 -8 20 -16 -5 18 -9 -20 -6 24 23 -23 -7 -26 -24 -28 -25 -30
right_child=1 -3 3 16 5 9 13 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 26 28 25 -27 27 -29 29 -31
leaf_value=-267.00710331963978 119.44748095522594 -11.755970279580346 2592.2890603986148 -184306.0341301306 69455.044979959013 -45262.700006663115 659.62321841905077 -32174.107314138106 89293.767311604824 56376.617843077613 291912.92125000001 102708.39793526786 -12938.190868069461 -33147.80985533198 4746.7624739426838 -140659.34289550781 -2062.9380095108695 8373.630916191767 98349.394192526233 268597.19537760416 1758.5913150404319 16135.556753875522 51919.522087307931 63331.745665184222 43264.253924651464 -750.22027841918441 32997.744975241367 -29092.258786305785 29634.137252643151 -69615.705403019834
leaf_weight=535096 21404 3716272 10282 67 182 469 1437 155 732 183 25 84 7896 1952 208 128 46 1648 143 48 7310 3766 362 1702 1007 2852 581 1355 668 104
leaf_count=535096 21404 3716272 10282 67 182 469 1437 155 732 183 25 84 7896 1952 208 128 46 1648 143 48 7310 3766 362 1702 1007 2852 581 1355 668 104
internal_value=0 37.7668 2793.02 -4316.84 5491.1 9746.76 3288.73 10385.8 37099.2 16634 84686.3 -3662.17 -4153.7 -18812.8 1083.17 -50646 -110119 17938.5 63496.1 141134 3403.11 15533.9 21042.3 29024.5 4667.11 10735.3 -632.486 -10458.8 48644.4 16263.7
internal_weight=0 3.78307e+06 66796 18375 48421 27017 13943 10554 2726 13074 208 18262 18178 3389 7828 336 113 1994 346 191 7492 12866 8538 6240 4328 3859 2298 1936 2474 772
internal_count=4318164 3783068 66796 18375 48421 27017 13943 10554 2726 13074 208 18262 18178 3389 7828 336 113 1994 346 191 7492 12866 8538 6240 4328 3859 2298 1936 2474 772
is_linear=0
shrinkage=0.1


Tree=1284
num_leaves=31
num_cat=0
split_feature=0 6 0 1 1 3 5 1 3 0 3 3 4 5 5 4 1 3 5 1 5 3 3 4 5 3 5 5 2 1
split_gain=3.83212e+12 5.06133e+13 1.02992e+14 1.9404e+14 3.93809e+14 2.03928e+14 1.15789e+14 1.03308e+14 1.80297e+14 4.36816e+14 3.3185e+14 2.5387e+14 2.52944e+14 2.39241e+14 1.8424e+14 1.63349e+14 1.47173e+14 1.96873e+14 1.42064e+14 1.3924e+14 1.34718e+14 1.2448e+14 1.29121e+14 1.38046e+14 1.30684e+14 1.22226e+14 1.05355e+14 1.05077e+14 1.02428e+14 1.00965e+14
threshold=59.939091550000008 1.5000000000000002 59.963407450000012 30.243224600000001 30.226173900000003 10.500000000000002 112.04500000000002 30.332994000000003 9.5000000000000018 59.950068600000009 17.500000000000004 18.500000000000004 2.5000000000000004 85.91500000000002 62.385000000000012 1.5000000000000002 30.346469350000003 12.500000000000002 58.995000000000012 30.362552800000003 40.605000000000011 6.5000000000000009 8.5000000000000018 2.5000000000000004 62.710000000000008 21.500000000000004 87.395000000000024 102.01000000000001 5.5000000000000009 30.370618100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 -5 20 12 14 -14 15 28 17 -9 -13 -18 -10 -11 23 24 -23 -20 -24 -25 -12 -4
right_child=1 -3 29 6 5 -7 -8 16 10 21 11 18 13 -15 -16 -17 19 -19 25 -21 -22 22 26 27 -26 -27 -28 -29 -30 -31
leaf_value=23.31979855124121 4997.0822586905124 669.78387210452604 1623.6154073044743 -79541.219446495496 335173.18415389152 81617.078576351123 51369.310339252894 14074.714550151211 -33941.267615502606 168554.72270202637 200573.66940298508 -6967.6191657210193 -202454.32376512096 158936.15288461538 221203.09607558139 -76061.244140625 -208927.08952907985 185080.45243459303 -142783.47422316385 -11164.665528404903 -85212.830349729164 26457.453093274435 94619.25732953666 217144.49971898916 -61963.337676177151 -19866.697093415743 -101837.82119791668 -31569.531273475062 52160.670701840048 -6035.1441050887952
leaf_weight=4068831 1967 161541 50321 492 53 79 238 310 831 64 67 716 62 26 86 72 36 86 177 3221 1337 384 303 49 296 149 30 26 152 26162
leaf_count=4068831 1967 161541 50321 492 53 79 238 310 831 64 67 716 62 26 86 72 36 86 177 3221 1337 384 303 49 296 149 30 26 152 26162
internal_value=0 -380.553 -2313.22 -11220.5 16217.8 183424 -17473.8 -19300 -28192.7 -665.749 -40506.7 -4464.19 56976.5 -95679.9 92609.9 54606.4 -6351.68 51212.3 -31882.6 -13350.6 -65560.3 33020.7 25048.1 2169.25 -12031.6 -86603.7 76920.4 130924 97565.6 -996.162
internal_weight=0 249333 87792 11309 2099 132 9210 8972 5319 1644 3675 1507 465 88 377 291 3653 396 1042 3257 2168 1152 1088 755 680 326 333 75 219 76483
internal_count=4318164 249333 87792 11309 2099 132 9210 8972 5319 1644 3675 1507 465 88 377 291 3653 396 1042 3257 2168 1152 1088 755 680 326 333 75 219 76483
is_linear=0
shrinkage=0.1


Tree=1285
num_leaves=31
num_cat=0
split_feature=1 5 5 4 0 3 0 3 3 5 3 2 5 0 5 4 3 2 5 0 6 5 0 0 0 0 2 0 0 4
split_gain=4.0241e+12 3.28783e+13 6.78438e+13 6.5968e+13 5.73515e+13 5.14315e+13 1.87894e+14 6.80232e+13 4.77079e+13 7.10035e+13 6.68738e+13 5.60545e+13 5.14035e+13 8.04099e+13 9.99272e+13 1.18752e+14 4.67685e+13 1.24318e+14 4.33348e+13 8.55418e+13 7.87819e+13 4.28543e+13 3.69907e+13 3.04355e+13 1.10058e+14 6.20418e+13 1.06318e+14 4.98513e+13 6.65732e+13 4.82627e+13
threshold=30.102666750000001 114.05000000000001 109.05000000000001 3.5000000000000004 59.916647550000008 6.5000000000000009 54.736324100000012 4.5000000000000009 9.5000000000000018 150.04500000000004 8.5000000000000018 6.5000000000000009 161.85000000000002 54.736324100000012 118.33500000000002 3.5000000000000004 9.5000000000000018 3.5000000000000004 107.05000000000001 59.755965500000009 1.5000000000000002 118.33500000000002 54.725565150000001 60.042666650000008 60.052595500000002 59.834458500000004 3.5000000000000004 60.063729500000008 60.693675950000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 5 -5 6 7 -4 10 11 23 22 13 14 -12 -16 -7 -18 -1 20 -20 -13 -10 25 -25 -3 -27 29 -29 -26
right_child=-2 8 3 4 -6 16 -8 -9 9 -11 12 21 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=-524.26770653793471 10.921389629099199 -15870.26549759362 371571.59226190479 -33391.453576660155 118595.10486979166 -12553.536941964287 -82244.946901939664 154362.89011548914 -162915.24314903846 14935.142530935404 -21676.997516741074 -123459.34874237805 -90133.665937500016 -37478.127438902244 101717.41302083334 392281.57727272733 274614.21600000001 -12514.301377467105 5286.1329305959307 67408.779687500006 -168149.39432281951 -7212.6367340959832 -51341.004606119794 -250955.23359375002 -144942.84876644737 -178.18975062086093 161148.07523716521 194064.90001395089 -36535.928251008067 43956.488541666673
leaf_weight=51871 4263593 1185 21 144 30 84 29 46 78 149 28 41 20 39 39 22 25 38 43 42 67 140 48 24 38 151 56 21 31 21
leaf_count=51871 4263593 1185 21 144 30 84 29 46 78 149 28 41 20 39 39 22 25 38 43 42 67 140 48 24 38 151 56 21 31 21
internal_value=0 -853.28 -358.475 39816.3 -7186.87 73472.9 130402 222443 -13029.5 -41706.2 -5222.63 -69196.6 58958.8 82254.5 134722 206511 36294.7 101426 -680.503 -53997 -100352 -33544.8 -120411 -11443.2 -56777.2 -7046.61 43465.6 -14792.7 56591.3 -77707.5
internal_weight=0 54571 52440 417 174 243 96 67 2131 456 1675 307 148 128 89 61 147 63 52023 152 110 181 126 1527 135 1392 207 111 52 59
internal_count=4318164 54571 52440 417 174 243 96 67 2131 456 1675 307 148 128 89 61 147 63 52023 152 110 181 126 1527 135 1392 207 111 52 59
is_linear=0
shrinkage=0.1


Tree=1286
num_leaves=31
num_cat=0
split_feature=0 3 5 3 2 5 5 5 3 5 2 4 6 1 1 1 1 1 1 5 1 1 1 1 1 2 5 5 5 2
split_gain=3.75999e+12 3.21736e+13 2.70938e+13 2.59372e+13 3.60262e+13 4.85104e+13 3.91511e+13 7.56308e+13 2.31655e+13 2.77009e+13 2.10879e+13 2.10732e+13 1.72975e+13 4.35763e+13 2.45394e+13 1.99013e+13 4.43416e+13 8.09196e+13 7.52601e+13 3.61748e+13 3.2955e+13 5.56465e+13 8.56469e+13 4.33372e+13 4.66257e+13 3.1963e+13 3.12819e+13 3.18098e+13 2.95976e+13 4.30753e+13
threshold=61.785186750000001 5.5000000000000009 125.85000000000001 8.5000000000000018 8.5000000000000018 64.405000000000015 93.00500000000001 88.015000000000015 6.5000000000000009 77.00500000000001 8.5000000000000018 2.5000000000000004 1.5000000000000002 40.810045900000013 39.767857750000005 65.659480050000013 59.76223980000001 57.550671000000001 61.880021000000006 49.995000000000012 54.845880150000006 52.395917250000004 39.969502550000009 39.753614400000011 35.911716050000003 1.5000000000000002 70.00500000000001 64.405000000000015 98.020000000000024 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 5 -3 7 8 9 -7 -4 -10 13 14 -2 16 17 20 -18 -20 21 22 23 24 25 -14 27 -23 -27 -30
right_child=1 2 10 -5 -6 6 -8 -9 11 -11 -12 -13 15 -15 -16 -17 18 -19 19 -21 -22 26 -24 -25 -26 28 -28 -29 29 -31
leaf_value=7.7642119820969357 4489.8159055125961 7623.0864319220582 30299.452280717334 1520.9433166704157 -86523.802604166674 77797.483634868418 -26395.631997070312 252437.63209918479 30978.583740234375 -43760.942314189189 148095.90684581941 130783.63853236608 -15298.83241280209 -41467.650250860097 53918.970611098215 2366.7577490338763 -56442.407983511992 51423.468162391575 3857.4599315326809 -25538.354449660801 -20913.664275658535 7041.76190683801 -27431.444947232652 56083.21914960938 -71820.435323660713 933.92613065385183 42452.523122537554 -31329.73451154965 -11036.308437500002 135720.80211914063
leaf_weight=4288474 196 491 55 9582 30 38 40 23 34 37 21 56 1408 109 206 3859 430 263 916 771 1130 3337 1740 125 98 4152 232 231 40 40
leaf_count=4288474 196 491 55 9582 30 38 40 23 34 37 21 56 1408 109 206 3859 430 263 916 771 1130 3337 1740 125 98 4152 232 231 40 40
internal_value=0 -1121.48 3359.46 2921.83 20843.5 25323.3 63441 82555.2 58874.6 17828.7 62848.5 93079.5 -3539.83 14613.2 29819.2 -4033.98 -5690.28 -3472.36 -19096.3 -9577.14 -4624.33 -3010.11 -7948.76 -2166.76 -3435.71 -2247.47 6871.1 4557.51 2094.76 62342.2
internal_weight=0 29690 10407 10331 749 719 228 188 165 75 76 90 19283 511 402 18772 14913 12796 2117 1687 12533 11403 7603 5863 5738 5640 3800 3568 4232 80
internal_count=4318164 29690 10407 10331 749 719 228 188 165 75 76 90 19283 511 402 18772 14913 12796 2117 1687 12533 11403 7603 5863 5738 5640 3800 3568 4232 80
is_linear=0
shrinkage=0.1


Tree=1287
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 3 0 3 0 0 3 1 3 5 5 0 6 1 0 5 4 3 2 0 5 5 5 3
split_gain=3.7495e+12 4.20972e+13 2.68841e+14 3.23963e+14 2.19365e+14 1.41631e+14 1.08164e+14 1.83296e+14 1.05209e+14 1.04999e+14 1.40993e+14 2.22419e+14 1.00659e+14 1.42336e+14 1.37621e+14 9.60379e+13 9.30294e+13 8.21627e+13 1.10098e+14 9.98299e+13 8.88466e+13 8.85551e+13 1.1259e+14 1.41923e+14 8.3128e+13 1.03189e+14 8.51582e+13 1.35237e+14 8.48568e+13 9.82218e+13
threshold=38.781124500000011 38.975980350000007 45.254062050000009 45.112033650000008 38.891822450000006 38.984911950000004 55.795550600000006 5.5000000000000009 45.059881250000011 24.500000000000004 45.047272400000004 45.063245200000004 20.500000000000004 38.950530550000003 9.5000000000000018 98.020000000000024 53.385000000000012 45.03656895000001 1.5000000000000002 38.950530550000003 45.022371150000005 64.020000000000024 1.5000000000000002 14.500000000000002 14.500000000000002 45.022371150000005 110.05000000000001 95.020000000000024 120.05000000000001 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 9 7 -6 17 10 -3 15 13 14 16 -12 -5 19 -19 20 -2 -21 23 -23 -24 -26 27 -27 29 -28
right_child=1 5 4 12 6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 21 -22 22 24 -25 25 26 28 -29 -30 -31
leaf_value=141.56089453846985 -15826.034480088259 -6451.9657188162182 -2850.535668105018 21138.494431974446 -18492.654227762476 -37.541119396893905 -5374.7947282535542 -52457.51312948027 2675.3612170533911 64032.202081762836 33744.473559235215 6520.183557717578 135237.05441931749 -14735.686025101631 -31688.579522914239 101939.96855555172 52681.890363130115 -25670.947280382625 -5410.6162586840346 -753.88085122133225 1879.9537076325655 263067.41359282 10396.012232617086 26495.077493286135 -5403.3233297645502 80961.44354977741 -246420.95625000002 271562.91888297873 73121.001629738734 33680.385786290324
leaf_weight=1305419 4904 4758 13586 1915 5647 2872753 2873 2211 44277 342 2394 9000 82 811 321 226 1827 2999 25388 5201 6714 42 3792 64 218 179 21 47 122 31
leaf_count=1305419 4904 4758 13586 1915 5647 2872753 2873 2211 44277 342 2394 9000 82 811 321 226 1827 2999 25388 5201 6714 42 3792 64 218 179 21 47 122 31
internal_value=0 -61.3382 -1871.1 443.898 -11291.7 15.8709 -21978.7 -28049.3 -869.912 9192.88 8047.74 13984.9 25362.5 23514 31148.9 39627 36539.3 -4026.95 -7551.06 662.013 -5593.81 8141.7 18386.6 120231 15938.6 49947.6 80113.9 120600 27528.8 -79437.5
internal_weight=0 3.01274e+06 123272 98955 24317 2.88947e+06 10731 7858 93999 16720 16378 11620 4956 4874 4063 2620 3742 49722 28387 21335 11618 9717 4516 106 4410 618 400 226 174 52
internal_count=4318164 3012745 123272 98955 24317 2889473 10731 7858 93999 16720 16378 11620 4956 4874 4063 2620 3742 49722 28387 21335 11618 9717 4516 106 4410 618 400 226 174 52
is_linear=0
shrinkage=0.1


Tree=1288
num_leaves=31
num_cat=0
split_feature=5 1 1 5 2 0 3 5 2 0 2 5 3 4 6 0 2 0 4 2 0 1 5 5 1 5 5 5 1 3
split_gain=3.84732e+12 1.25742e+13 2.20437e+13 8.58818e+13 8.74774e+13 8.69195e+13 1.54763e+14 8.31928e+13 7.71755e+13 7.08745e+13 1.44049e+14 1.00706e+14 1.99218e+14 8.76646e+13 7.05899e+13 6.45254e+13 7.54343e+13 6.25619e+13 8.45574e+13 6.87737e+13 5.89796e+13 5.65814e+13 7.5005e+13 5.50703e+13 4.81064e+13 4.30014e+13 4.0864e+13 4.50505e+13 1.4769e+14 9.68578e+13
threshold=100.05000000000001 82.940215400000014 82.911991800000024 102.01000000000001 3.5000000000000004 55.061033200000004 24.500000000000004 118.33500000000002 10.500000000000002 55.046835900000012 9.5000000000000018 150.04500000000004 18.500000000000004 4.5000000000000009 1.5000000000000002 55.030402950000003 10.500000000000002 55.017766000000002 2.5000000000000004 4.5000000000000009 55.034903650000011 82.933113850000026 125.85000000000001 118.33500000000002 82.91993380000001 114.05000000000001 103.45000000000002 116.06000000000002 82.91993380000001 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 14 9 7 -7 24 10 13 12 21 17 -5 -12 -17 19 -19 -6 -15 22 23 -11 -4 -21 -20 29 -29 -28
right_child=1 -3 3 4 5 6 -8 -9 -10 11 15 -13 -14 20 -16 16 -18 18 26 25 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=15.877204784300003 -518.13502472164907 -3566.8448093864699 167590.74626358697 -61797.477814797792 32183.587195121952 5724.1709134615385 -140806.81786684782 222802.88745738636 209835.19536675347 62143.468380301347 19955.499036885245 -122071.81084988319 -62179.207557494476 35646.858689024397 45054.91062187386 -24626.365173611113 120457.12685949153 112144.8133755388 109828.19720982143 -47683.033711845928 235718.26494565222 135114.4864955357 80472.081591796887 -113659.84178093114 3716.1995588891305 -181711.13741138601 -42824.08421517082 106848.58363960597 -11181.110938219648 115776.00806021341
leaf_weight=4199349 101670 12459 23 68 41 26 23 55 36 28 305 107 382 41 681 45 176 58 28 43 23 63 104 49 81 54 633 115 1357 41
leaf_count=4199349 101670 12459 23 68 41 26 23 55 36 28 305 107 382 41 681 45 176 58 28 43 23 63 104 49 81 54 633 115 1357 41
internal_value=0 -561.157 -209.058 6496.84 4121.1 -2039.94 88119.5 153123 83640.5 -4578.95 2314.89 -32417.7 -17093.4 -7940.27 35354 49769.4 90915.2 -11058.9 -7019.01 -76400.3 107548 53491.8 25081.7 -49731.4 39957.7 -122297 -10198.2 -11764.2 -1960.04 -33176.3
internal_weight=0 118815 106356 4686 4546 3797 104 81 140 3693 2960 733 626 2434 749 526 221 2370 2232 138 64 244 181 77 104 97 2174 2146 1472 674
internal_count=4318164 118815 106356 4686 4546 3797 104 81 140 3693 2960 733 626 2434 749 526 221 2370 2232 138 64 244 181 77 104 97 2174 2146 1472 674
is_linear=0
shrinkage=0.1


Tree=1289
num_leaves=31
num_cat=0
split_feature=1 5 1 1 0 0 3 0 1 0 0 5 0 3 1 6 3 0 0 3 6 5 2 4 4 3 5 1 3 0
split_gain=3.62605e+12 1.84584e+13 3.43808e+13 7.65126e+13 4.2542e+13 1.56116e+14 6.35974e+13 2.89302e+13 2.88135e+13 4.73923e+13 1.03917e+14 7.29031e+13 7.97555e+13 6.58353e+13 1.28793e+14 7.16579e+13 6.57899e+13 7.78561e+13 7.33606e+13 6.43082e+13 6.61604e+13 5.92588e+13 9.23662e+13 9.01843e+13 5.81222e+13 7.00911e+13 7.60522e+13 8.10214e+13 5.61388e+13 1.37279e+14
threshold=30.305955500000003 36.305000000000007 30.243224600000001 30.259484550000003 59.990816400000007 60.003414000000006 24.500000000000004 54.648549400000007 30.160599000000001 59.916647550000008 59.853570100000006 55.005000000000003 59.904813200000007 7.5000000000000009 30.278357500000002 1.5000000000000002 5.5000000000000009 60.063729500000008 60.017447350000005 6.5000000000000009 1.5000000000000002 110.05000000000001 2.5000000000000004 3.5000000000000004 2.5000000000000004 16.500000000000004 83.010000000000005 30.243224600000001 7.5000000000000009 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -3 -9 10 24 12 -12 19 -15 -16 17 18 21 20 -14 -11 23 -23 -10 -26 -27 -28 29 -18
right_child=-2 7 3 -5 5 -7 -8 8 9 16 11 -13 13 14 15 -17 28 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-291.48273539907058 18.721888429916667 -51758.058936418813 8406.7125735880782 838.07676582599743 98344.230299689181 17269.493784786602 -123831.77360197369 745.18769946967018 -5161.746738732857 14586.478920476853 -9171.5934889530599 -22420.112765859369 151326.83242187501 -44305.342975603067 193402.25983796298 38183.02975191157 -43726.051840181339 -22895.803241803027 53935.648245060584 -77668.61382921008 3899.4170189153137 -98669.398230590828 -58999.833969354295 72144.123087086409 6581.8635343747083 8404.6658309417526 70223.627539062509 254213.48613911291 -1041.8862212833046 2585.0521677081506
leaf_weight=24441 4145141 112 847 6302 279 1597 38 59788 6394 3741 4616 4846 38 57 81 47 1066 635 427 72 153 40 282 136 3601 147 105 31 51502 1602
leaf_count=24441 4145141 112 847 6302 279 1597 38 59788 6394 3741 4616 4846 38 57 81 47 1066 635 427 72 153 40 282 136 3601 147 105 31 51502 1602
internal_value=0 -448.523 1659.2 6919.77 20801.3 29327 2728.68 -954.67 -913.854 -2159.67 -6345.73 -13652.3 -5261.93 35021.6 80728.5 136408 -737.719 9938.52 14445.6 2870.31 33230.5 10429.8 -23522.1 33322.9 699.228 10347.8 58267.1 112162 -1774.6 -15918.6
internal_weight=0 173023 33504 9063 2761 1876 885 139519 139407 79619 20188 9910 5064 448 185 128 59431 5261 4626 263 191 4199 458 176 10278 3884 283 136 54170 2668
internal_count=4318164 173023 33504 9063 2761 1876 885 139519 139407 79619 20188 9910 5064 448 185 128 59431 5261 4626 263 191 4199 458 176 10278 3884 283 136 54170 2668
is_linear=0
shrinkage=0.1


Tree=1290
num_leaves=31
num_cat=0
split_feature=1 3 5 0 0 2 0 0 5 1 1 0 0 5 5 3 3 3 5 0 3 5 6 3 0 4 3 5 4 5
split_gain=3.81213e+12 3.07265e+13 2.39233e+13 3.02271e+13 6.60471e+13 2.29045e+13 4.15557e+13 1.53554e+14 8.93654e+13 5.53366e+13 4.65327e+13 9.53778e+13 6.0534e+13 9.72124e+13 7.26225e+13 8.49166e+13 1.23502e+14 6.92334e+13 5.8775e+13 5.42316e+13 1.7028e+14 2.04257e+14 1.53366e+14 9.38769e+13 1.10449e+14 7.72271e+13 5.23237e+13 4.55717e+13 1.31203e+14 1.13032e+14
threshold=30.102666750000001 21.500000000000004 97.050000000000011 59.939091550000008 59.846652800000008 5.5000000000000009 60.003414000000006 59.950068600000009 74.010000000000005 28.619594500000002 28.619594500000002 58.242297500000006 54.725565150000001 103.45000000000002 177.02500000000003 3.5000000000000004 8.5000000000000018 6.5000000000000009 64.805000000000021 59.863160500000006 8.5000000000000018 56.835000000000008 1.5000000000000002 4.5000000000000009 59.896318000000008 2.5000000000000004 4.5000000000000009 101.05000000000001 3.5000000000000004 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 10 -9 -8 12 18 27 -14 15 -15 17 -17 -12 20 21 -13 26 24 25 -21 -23 -1 29 -29
right_child=-2 2 3 -5 -6 -7 9 8 -10 -11 11 19 13 14 -16 16 -18 -19 -20 23 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7336.830994401218 10.62985995567831 -14356.490615541768 -145003.918125 -146900.39638671876 111992.28998046876 2433.9968783354489 -69505.450082430281 -40724.424165685647 -160941.58969523115 8415.0838506253695 -36573.420732908482 -7841.7731207036377 7244.8334531295513 37809.43933709777 75533.967897727271 -74621.144234657972 27191.474940708707 -200162.0816706731 -130669.46398074129 44130.199269726436 20190.639857457983 -28199.98759375 -45562.743121058622 -4787.2321242032358 -20530.681010791508 144996.30917405349 -188335.32836430182 80832.520027621125 -33293.138982800694 3859.9581763698634
leaf_weight=10306 4263593 826 20 32 20 17599 93 438 72 4557 291 2477 10830 101 55 283 112 52 86 281 1163 25 978 2288 198 104 111 338 397 438
leaf_count=10306 4263593 826 20 32 20 17599 93 438 72 4557 291 2477 10830 101 55 283 112 52 86 281 1163 25 978 2288 198 104 111 338 397 438
internal_value=0 -830.503 -19175.4 -74459 -16505.8 -523.576 -1966.45 -3272.06 -57696.3 6856.67 -2374.21 -8939.2 -81.3897 5069 -34009.4 -45003.7 -63715.4 -94108.1 -58038.3 -6511.61 -13065.4 -23835.9 -59399.1 4340.63 40163.2 71377.1 -158899 -5211.14 13465.2 37386.7
internal_weight=0 54571 898 72 40 53673 36074 31424 510 4650 30914 8002 22912 11433 603 548 447 335 377 7625 4754 3591 1114 2871 583 385 136 11479 1173 776
internal_count=4318164 54571 898 72 40 53673 36074 31424 510 4650 30914 8002 22912 11433 603 548 447 335 377 7625 4754 3591 1114 2871 583 385 136 11479 1173 776
is_linear=0
shrinkage=0.1


Tree=1291
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 3 1 5 0 1 6 3 1 3 5 5 5 0 2 5 5 5 3 0 5 6 5 3 2 3
split_gain=3.6014e+12 3.36325e+13 5.05831e+13 7.83977e+13 1.09478e+14 7.43754e+13 6.75913e+13 2.14765e+14 7.44693e+13 1.42578e+14 7.25202e+13 1.20359e+14 3.14536e+14 6.6895e+13 5.9524e+13 5.87774e+13 6.48369e+13 5.27982e+13 5.20151e+13 6.87124e+13 5.17014e+13 4.95392e+13 4.66241e+13 4.65143e+13 4.54815e+13 4.52199e+13 4.518e+13 6.85286e+13 5.01119e+13 4.27836e+13
threshold=54.978840000000005 54.942865800000007 82.888608650000023 54.970187400000007 37.559851850000008 24.500000000000004 82.957885500000017 48.010000000000012 54.947737500000009 82.940215400000014 1.5000000000000002 9.5000000000000018 83.000022850000008 3.5000000000000004 101.05000000000001 97.050000000000011 86.810000000000016 54.943649450000002 7.5000000000000009 87.00500000000001 100.05000000000001 62.710000000000008 17.500000000000004 54.959412650000012 101.05000000000001 1.5000000000000002 33.585000000000008 9.5000000000000018 12.500000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 15 7 17 -9 20 26 12 13 -12 -15 16 -3 -4 -13 23 -10 25 29 -20 -24 -6 -8 -28 -29 -23
right_child=-2 2 6 4 21 -7 10 8 9 -11 11 18 -14 14 -16 -17 -18 -19 19 -21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=59.221565118374045 69.01449477050231 11932.255547158107 31413.779212580499 -91327.375362723222 9608.9377338776048 -62004.246603260865 -4691.9814694876623 -29542.906913003579 -22289.754432728176 10777.146069202414 -4878.8285554846943 -4012.3809088290095 -9435.2715026861824 35662.119673456902 187701.6563701923 -53404.117024558742 80589.10729492188 655.36045409712028 -11780.573086151673 -39716.328065433248 -131436.65447443182 16954.637325171621 -10935.126108398437 9038.5530409535022 -147228.1111607143 -12346.775315035946 -40251.903947101258 1637.4416602905906 -6303.8943340112282 95329.426720861491
leaf_weight=1363348 2748505 7854 592 140 1259 138 16937 3735 3177 1897 441 23675 4807 2679 26 135 140 9738 12163 823 44 1185 195 1177 28 3680 404 100540 8628 74
leaf_count=1363348 2748505 7854 592 140 1259 138 16937 3735 3177 1897 441 23675 4807 2679 26 135 140 9738 12163 823 44 1185 195 1177 28 3680 404 100540 8628 74
internal_value=0 -120.846 -1310.77 4316.08 -3845.97 10793.8 -1746.5 -7377.23 -18806.8 -10971.8 -1119.6 -4529.63 6653.11 31235.7 37123.5 12029.6 13134.7 2418.09 -6880.08 -11673.7 -23780.7 -1938.58 14096.4 -9943.68 -28048.1 -6750.05 114.684 857.67 1009.8 21561.3
internal_weight=0 1.56966e+06 206311 14828 6561 8267 191483 19183 8853 5118 172300 45791 7953 3146 2705 8129 7994 10330 37838 14163 3221 6421 1482 13340 223 4939 126509 109572 109168 1259
internal_count=4318164 1569659 206311 14828 6561 8267 191483 19183 8853 5118 172300 45791 7953 3146 2705 8129 7994 10330 37838 14163 3221 6421 1482 13340 223 4939 126509 109572 109168 1259
is_linear=0
shrinkage=0.1


Tree=1292
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 0 3 0 0 5 2 5 5 4 5 6 5 3 1 0 1 1 0 3 0 3 3 5 1 3
split_gain=4.331e+12 4.93422e+13 9.98794e+13 1.87836e+14 1.54398e+14 4.26503e+14 1.23299e+14 8.98365e+13 1.53875e+14 9.30093e+13 9.1565e+13 1.12701e+14 1.18715e+14 9.78471e+13 9.89509e+13 8.27804e+13 8.19309e+13 8.05633e+13 1.02073e+14 1.38315e+14 9.53287e+13 7.91294e+13 8.29994e+13 1.7824e+14 1.73043e+14 1.21701e+14 1.20534e+14 7.45522e+13 1.16314e+14 2.0107e+14
threshold=82.871296800000025 82.91993380000001 55.055104550000003 17.500000000000004 82.888608650000023 55.07108800000001 18.500000000000004 55.012873400000011 55.030402950000003 42.005000000000003 2.5000000000000004 59.810000000000009 120.05000000000001 3.5000000000000004 61.845000000000006 1.5000000000000002 89.00500000000001 24.500000000000004 82.911991800000024 55.061033200000004 82.907204800000002 82.926290250000008 55.02863030000001 19.500000000000004 55.039751500000008 16.500000000000004 9.5000000000000018 120.05000000000001 82.907204800000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 9 10 -2 11 -9 13 14 -13 -10 -16 18 20 -20 -5 22 26 24 25 -24 -3 -6 29 -29
right_child=1 21 3 17 27 -7 -8 8 15 -11 -12 12 -14 -15 16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-55.822992016973608 5454.3943026946845 -1167.9953285575846 268484.80724085367 43734.56447057263 1803.3257635270679 15179.292533087664 -7529.4481575231148 25218.287300037206 34790.899104779521 -3828.816461624976 23209.530270938205 333439.3285295759 -51035.633385416673 356597.37038043479 55743.070661122321 3293.7113878289547 266531.85869565222 12345.375467882761 -31508.697916666672 153151.58063620349 -23513.755419121415 69.226062762989756 53903.687433676088 -104805.85722124788 732.73728020531473 290046.68777173915 -22834.094570861056 61911.720022977948 9987.87786140752 389683.85826822917
leaf_weight=3294556 18501 4995 82 1549 17588 351 15037 210 879 25904 1961 21 30 23 93 16452 23 1599 54 163 244 907402 427 147 4211 23 5284 85 246 24
leaf_count=3294556 18501 4995 82 1549 17588 351 15037 210 879 25904 1961 21 30 23 93 16452 23 1599 54 163 244 907402 427 147 4211 23 5284 85 246 24
internal_value=0 179.67 2276.71 8239.37 4143.04 63149.4 620.164 2532.04 8153.89 38.9615 32103.8 75707.7 131512 165739 133698 4891.2 97537.4 29096.7 42422.7 107199 34583.1 -50.1974 -7232.88 3612.11 7031.43 65973.2 -12305.6 2719.1 48089.9 134082
internal_weight=0 1.02361e+06 101119 21985 18376 433 79134 64097 19692 44405 2361 400 190 160 137 17331 116 3609 2010 217 1793 922489 15087 4808 4661 450 10279 17943 355 109
internal_count=4318164 1023608 101119 21985 18376 433 79134 64097 19692 44405 2361 400 190 160 137 17331 116 3609 2010 217 1793 922489 15087 4808 4661 450 10279 17943 355 109
is_linear=0
shrinkage=0.1


Tree=1293
num_leaves=31
num_cat=0
split_feature=5 1 3 5 0 5 3 1 0 0 5 3 1 4 6 6 3 3 2 2 2 5 1 4 5 0 0 1 5 1
split_gain=3.91976e+12 2.99129e+13 4.02276e+13 3.76124e+13 4.91458e+13 8.08931e+13 4.43752e+13 2.37577e+13 2.23071e+13 4.90422e+13 4.84962e+13 4.91777e+13 3.31441e+13 3.17702e+13 6.45061e+13 6.27038e+13 4.1515e+13 3.50451e+13 4.71028e+13 3.39285e+13 5.31036e+13 4.34187e+13 3.22711e+13 3.49631e+13 3.20951e+13 3.30476e+13 3.15022e+13 3.13446e+13 3.12908e+13 4.48613e+13
threshold=31.010000000000002 38.911476500000006 8.5000000000000018 27.010000000000002 43.465905150000005 30.990000000000006 11.500000000000002 103.85249100000001 55.576287050000012 55.885524800000006 30.405000000000005 7.5000000000000009 37.832345550000007 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 20.500000000000004 10.500000000000002 1.5000000000000002 1.5000000000000002 7.5000000000000009 24.010000000000002 37.314272700000011 2.5000000000000004 27.010000000000002 55.842510000000011 55.801980100000009 37.712318250000003 19.650000000000002 37.726745000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 -7 -6 -1 10 12 -12 13 15 24 16 26 -16 -19 21 -21 -17 -20 -24 -15 -26 -10 -18 -22 -30
right_child=-2 2 3 4 7 6 -8 -9 9 -11 11 -13 -14 14 17 19 27 18 22 20 28 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-1510.7778577089484 30.136532012446622 156.76258832248678 -476.53993171286493 4366.2953274895162 -4083.4525363155126 59582.314544046334 236076.11607142861 -26634.601485888568 15917.088225564312 -300.89641923570122 5802.4231545890252 27726.448324972574 -2184.7226657923707 6283.4730436181953 12522.044691062143 2832.5895946545456 -1190.0833134296161 -13322.57424282152 926.41077439475202 -17770.567842844215 -43576.811641095635 -29090.125420883149 44235.756305558716 161906.84441105771 -17770.075629393315 23679.465477023063 45936.591976615891 22136.683991720463 14997.807270258869 130167.22339409724
leaf_weight=27348 3925418 156633 56684 136 57319 29 28 471 1716 52441 2624 1677 8910 4053 3658 9098 2517 196 177 2387 83 447 876 26 1202 229 439 747 559 36
leaf_count=27348 3925418 156633 56684 136 57319 29 28 471 1716 52441 2624 1677 8910 4053 3658 9098 2517 196 177 2387 83 447 876 26 1202 229 439 747 559 36
internal_value=0 -301.209 -885.11 -2308.29 -4099 46278.9 146281 -4267.25 1003.18 1733.82 4295.27 14350.8 3137.52 4804.58 9201.15 2264.28 11260.5 17498.2 31774.8 -1601.73 -10755.4 1337.62 39966.7 47627.6 1737.76 -11137 22032.4 4148.49 13942.4 21966
internal_weight=0 392746 271300 114667 57983 193 57 57790 121446 94098 41657 4301 37356 28446 10417 18029 5419 4933 1275 12610 3065 9545 1079 902 5484 1431 2155 3264 678 595
internal_count=4318164 392746 271300 114667 57983 193 57 57790 121446 94098 41657 4301 37356 28446 10417 18029 5419 4933 1275 12610 3065 9545 1079 902 5484 1431 2155 3264 678 595
is_linear=0
shrinkage=0.1


Tree=1294
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 0 3 4 5 4 0 0 4 0 0 0 3 5 4 5 4 5 6 5 5 3 0 1 2 6
split_gain=3.75107e+12 4.03148e+13 8.06867e+13 1.52984e+14 1.3034e+14 3.4544e+14 9.99384e+13 7.78594e+13 7.38002e+13 7.97291e+13 1.35529e+14 9.94356e+13 7.37774e+13 7.28802e+13 1.24394e+14 7.77731e+13 1.08895e+14 7.60983e+13 7.30709e+13 7.11806e+13 6.90498e+13 7.09485e+13 6.75498e+13 7.90522e+13 1.02693e+14 1.33636e+14 1.65663e+14 9.17909e+13 8.53212e+13 6.70221e+13
threshold=82.871296800000025 82.91993380000001 55.055104550000003 14.500000000000002 82.888608650000023 55.07108800000001 18.500000000000004 3.5000000000000004 142.05000000000004 2.5000000000000004 55.039751500000008 55.025681450000008 2.5000000000000004 55.012873400000011 55.030402950000003 55.025681450000008 14.500000000000002 42.005000000000003 4.5000000000000009 51.815000000000005 1.0000000180025095e-35 74.610000000000014 1.5000000000000002 112.04500000000002 103.45000000000002 24.500000000000004 55.043101600000007 82.902675200000019 19.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 12 13 -5 9 10 11 -8 -4 17 15 -15 19 -2 -19 -17 -12 -22 -11 24 25 28 -27 -25 -24 -16
right_child=1 -3 3 7 -6 -7 8 -9 -10 22 20 -13 -14 14 29 16 -18 18 -20 -21 21 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-51.951296393987825 4948.0166405701048 -40.569828444775993 167681.06508118875 19883.150682478867 1245.5587256432052 13667.334200258609 -2117.8190274841559 86787.406137695318 -168961.05153111051 -6522.6981808532719 7633.3716816777778 70935.722391764328 363296.28017893148 15379.582165974862 31328.850585215354 26729.543537835318 -14974.209148469519 -3858.3388101772489 65454.387797436691 95964.485107985718 -21135.684012965932 -60061.693762037488 15616.541899141228 -154817.07272820725 157762.22305222604 4087.8665672218408 187237.67200520833 6517.2883250956638 -189987.73482142857 2987.7187663622972
leaf_weight=3294556 18501 922489 51 5168 16204 351 6298 180 28 1375 736 192 31 1519 879 226 183 25751 153 433 4546 522 519 38 73 91 108 490 21 16452
leaf_count=3294556 18501 922489 51 5168 16204 351 6298 180 28 1375 736 192 31 1519 879 226 183 25751 153 433 4546 522 519 38 73 91 108 490 21 16452
internal_value=0 167.209 2062.73 7421.97 2692.44 56838.7 573.832 22135 -6763.24 -6460.65 -9885.74 43.3951 241633 2295.09 7358.66 28892.3 53269.9 49.5821 -3448.95 72220.8 -20988.4 -25145 9048.72 25026.8 44612.7 33435.6 103486 -5093.9 7620.82 4425.13
internal_weight=0 1.02361e+06 101119 21985 16637 433 79134 5348 15037 15009 12294 6490 82 64097 19692 2361 842 44405 25904 659 5804 5068 2715 1340 812 739 199 528 540 17331
internal_count=4318164 1023608 101119 21985 16637 433 79134 5348 15037 15009 12294 6490 82 64097 19692 2361 842 44405 25904 659 5804 5068 2715 1340 812 739 199 528 540 17331
is_linear=0
shrinkage=0.1


Tree=1295
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 3 3 3 1 3 5 3 5 2 5 6 5 1 2 2 2 3 2 5 5 1 4 5 0
split_gain=4.14467e+12 1.49862e+13 8.60401e+13 1.56632e+14 3.98849e+13 3.33483e+13 4.96161e+13 3.16442e+13 5.23771e+13 2.42766e+13 4.14437e+13 8.02632e+13 4.35302e+13 3.89613e+13 3.03984e+13 2.91582e+13 2.79742e+13 2.41909e+13 2.2642e+13 1.03756e+14 5.01088e+13 5.41765e+13 5.75521e+13 1.23217e+14 8.05448e+13 5.77055e+13 1.12911e+14 6.05872e+13 5.61839e+13 8.16216e+13
threshold=100.05000000000001 61.365473900000005 65.520339550000017 55.110554300000004 55.160271200000004 57.265292900000006 3.5000000000000004 17.500000000000004 16.500000000000004 61.396377350000009 8.5000000000000018 142.05000000000004 12.500000000000002 161.85000000000002 9.5000000000000018 120.05000000000001 1.5000000000000002 110.05000000000001 65.58467570000002 8.5000000000000018 21.500000000000004 20.500000000000004 21.500000000000004 10.500000000000002 128.92000000000004 118.33500000000002 65.565203050000022 2.5000000000000004 137.05000000000004 57.131524800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 8 9 10 13 16 -13 -5 -11 -16 -12 -8 19 -4 21 22 24 -24 25 27 -27 -21 29 -26
right_child=1 2 18 4 5 -7 17 -9 -10 14 11 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=16.479353672533325 86.425772875812868 -176745.21854838711 15168.548131427053 17353.892855342743 53416.394261802117 -113738.63144173972 -10094.290598252854 41526.374389497738 -98527.786634563585 -1156.0871528354944 113377.68843749999 191738.04154829547 21975.223505434784 -154424.64211956522 -17945.078568892044 -141244.7299632353 -13169.536205700861 -35539.334043101357 -2015.2859037032322 131309.00073242188 118069.53474999999 -173694.36250000002 196931.6283854167 -16693.753512008101 -24463.971453302558 91840.542281943883 -107201.47421875001 -39305.406385795322 -36977.246991050408 -198761.38097826089
leaf_weight=4199349 87706 62 3075 31 82 41 586 162 58 282 20 44 23 23 44 34 138 1031 24361 22 25 24 36 108 44 114 38 386 146 69
leaf_count=4199349 87706 62 3075 31 82 41 586 162 58 282 20 44 23 23 44 34 138 1031 24361 22 25 24 36 108 44 114 38 386 146 69
internal_value=0 -582.439 -2468.18 -19663.5 -15916.3 -24620.4 -22469.8 1714.79 -7538.4 720.414 22861.2 41742.5 133461 -55811 -16438.7 -71691.1 2849.1 -26318.1 -859.743 6028 -21745.9 -25287.3 -21588.7 36712.6 -31839.5 -10512.4 42080 -30105.6 -77952.2 -130893
internal_weight=0 118815 31109 2661 2599 1740 1699 859 697 639 279 225 67 54 360 78 158 1617 28448 4087 1012 987 963 144 819 560 152 408 259 113
internal_count=4318164 118815 31109 2661 2599 1740 1699 859 697 639 279 225 67 54 360 78 158 1617 28448 4087 1012 987 963 144 819 560 152 408 259 113
is_linear=0
shrinkage=0.1


Tree=1296
num_leaves=31
num_cat=0
split_feature=5 0 0 5 6 1 1 2 3 0 4 3 0 5 1 3 1 5 0 0 1 5 1 4 1 4 0 1 0 4
split_gain=3.79483e+12 1.67779e+13 1.66924e+13 1.53833e+13 2.04102e+13 2.04212e+13 1.66172e+13 1.63996e+13 2.93194e+13 2.82192e+13 1.84159e+13 1.43374e+13 1.96967e+13 3.42787e+13 2.39087e+13 2.82246e+13 2.12947e+13 1.71622e+13 1.62036e+13 2.29121e+13 4.13684e+13 1.88677e+13 1.42811e+13 1.35776e+13 1.32992e+13 1.64481e+13 1.47464e+13 1.41779e+13 3.90685e+13 4.76166e+13
threshold=21.015000000000004 57.106514900000001 60.052595500000002 19.650000000000002 1.5000000000000002 37.436176200000013 37.214886200000009 13.500000000000002 19.500000000000004 45.013473000000012 2.5000000000000004 4.5000000000000009 44.039893800000009 13.050000000000002 39.969502550000009 8.5000000000000018 39.726951800000002 18.050000000000004 43.465905150000005 43.592450450000008 39.739656000000004 18.050000000000004 37.457850350000008 1.0000000180025095e-35 65.480823400000006 1.0000000180025095e-35 59.846652800000008 30.388336800000001 59.904813200000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 4 5 -1 -5 8 11 -10 -9 18 13 14 15 -13 -15 -18 -6 20 21 23 -7 -20 25 26 -3 28 -27 -30
right_child=-2 2 -4 6 7 22 -8 10 9 -11 -12 12 -14 16 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-22680.409281963541 11.733729904335888 5077.8814818415813 6610.7065573545615 18021.959060823076 -29823.395910058403 68590.689783824579 -2669.1229920155151 11256.384969108205 -137688.12559523812 -19150.518082699982 84388.671047634562 11852.160840885816 172.00894289132253 -49042.805991663052 -12045.500113932292 111133.16195845172 -25932.791317542331 22378.34122596154 70560.499620535717 5251.5708330857124 -10360.521208496095 11344.969986979168 11096.464704153514 159288.84149816178 -9748.2557535466221 -22689.625162760418 -10528.699315305132 1444.0936113520404 18212.941973407454 134672.29726562501
leaf_weight=181 4251556 796 1248 396 125 44 19561 791 21 460 36 82 26044 270 156 44 251 104 35 4332 80 24 2385 34 4414 99 2529 1909 104 53
leaf_count=181 4251556 796 1248 396 125 44 19561 791 21 460 36 82 26044 270 156 44 251 104 35 4332 80 24 2385 34 4414 99 2529 1909 104 53
internal_value=0 -748.958 -4288.15 -37.2395 1211.55 9723.34 -2258.56 536.075 177.443 -24325.8 14439.9 550.643 -332.489 -14818.9 14122.8 46521.7 -27877.3 -11779.7 5691.31 6676.73 42363.4 87717.4 12137.9 114282 -5661.51 -2375.74 -6792.51 4407.52 26505.9 57527.2
internal_weight=0 66608 11152 55456 35499 2610 19957 32889 32062 481 827 31581 26951 907 282 126 625 355 4630 4505 173 93 2429 69 9904 5490 3325 2165 256 157
internal_count=4318164 66608 11152 55456 35499 2610 19957 32889 32062 481 827 31581 26951 907 282 126 625 355 4630 4505 173 93 2429 69 9904 5490 3325 2165 256 157
is_linear=0
shrinkage=0.1


Tree=1297
num_leaves=31
num_cat=0
split_feature=3 0 0 5 0 1 1 0 0 5 1 5 1 3 5 1 2 3 1 3 5 1 3 0 3 1 5 1 4 5
split_gain=3.66661e+12 3.68577e+13 1.31023e+14 9.85163e+13 8.62593e+13 1.21838e+14 2.49178e+14 7.45538e+13 1.16849e+14 3.02979e+14 2.08037e+14 1.61471e+14 1.33706e+14 1.15892e+14 1.05885e+14 1.41681e+14 1.11005e+14 1.05264e+14 1.02502e+14 1.02732e+14 9.90024e+13 1.14964e+14 8.72943e+13 9.55452e+13 1.29736e+14 1.51885e+14 1.9967e+14 2.10427e+14 1.63627e+14 1.33013e+14
threshold=16.500000000000004 56.838612000000005 56.852744000000008 72.010000000000005 56.831297550000009 60.601268000000012 60.55755580000001 60.017447350000005 60.003414000000006 58.605000000000011 30.226173900000003 56.205000000000005 30.434657650000002 19.500000000000004 60.905000000000008 30.305955500000003 3.5000000000000004 24.500000000000004 30.410108300000001 20.500000000000004 73.995000000000019 30.259484550000003 21.500000000000004 59.882016200000002 23.500000000000004 30.207352000000004 58.040000000000006 30.451272450000005 2.5000000000000004 81.910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 8 13 11 -11 18 14 -4 -12 16 -16 -9 19 -10 -18 -22 -15 -24 -25 28 -27 -28 -26 -29
right_child=1 2 7 -5 5 -7 -8 17 9 10 12 -13 -14 22 15 -17 20 -19 -20 -21 21 -23 23 24 25 26 27 29 -30 -31
leaf_value=-50.572420160153399 -53.298460624557357 9830.1980587066646 4747.7756742767915 45725.439895141608 -9417.509067413408 -18127.364844287942 101592.1129500894 -6076.2789947786296 -3695.6283618307179 -20689.113136513217 152166.95332665381 -79623.020949300146 -27897.64746386031 -7562.1425141999789 -38035.184575059677 115544.82680664063 9509.0346966804191 2865.5004687495821 -23921.801989655549 33653.414621303673 125387.6115260074 23131.255982672839 4165.3401842570174 5503.3081460009907 20002.073876595849 -3562.9598116871853 -41842.957510028413 17072.468078147991 170284.56271306821 -42321.923935174855
leaf_weight=3318589 781475 2813 64545 1050 788 5205 272 30459 1514 351 154 237 142 15891 144 377 267 23188 910 1434 285 179 36356 10845 410 15093 3240 1338 88 525
leaf_count=3318589 781475 2813 64545 1050 788 5205 272 30459 1514 351 154 237 142 15891 144 377 267 23188 910 1434 285 179 36356 10845 410 15093 3240 1338 88 525
internal_value=0 167.9 1338.88 19586.9 -146.993 -11834.1 19068 999.929 2116.24 15804.6 48819.7 494.339 64580.4 1563.1 73920.3 64295.7 42214.6 -2211.35 5416.01 14472.1 58023.1 85939.6 -890.228 671.351 -3356.28 -7999.28 -9344.57 -26444.7 46558 334.918
internal_weight=0 999575 211835 3863 787740 6265 1060 207972 154325 5994 1899 4095 1548 148331 1406 1252 875 53647 3858 2948 731 464 83786 67895 31539 20694 20196 5103 498 1863
internal_count=4318164 999575 211835 3863 787740 6265 1060 207972 154325 5994 1899 4095 1548 148331 1406 1252 875 53647 3858 2948 731 464 83786 67895 31539 20694 20196 5103 498 1863
is_linear=0
shrinkage=0.1


Tree=1298
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 3 2 3 2 1 1 0 0 2 1 1 3 1 0 3 3 2 2 0 2 0 1 1 2 6
split_gain=3.86353e+12 2.57436e+13 4.14142e+13 1.0155e+14 8.68977e+13 4.5574e+13 4.16574e+13 3.49927e+13 1.07365e+14 4.74217e+13 3.72077e+13 3.28117e+13 3.4064e+13 5.79309e+13 4.24884e+13 5.41543e+13 4.04564e+13 3.82012e+13 2.8904e+13 5.10436e+13 3.17243e+13 3.95538e+13 2.88252e+13 3.17305e+13 6.8816e+13 3.10091e+13 2.76807e+13 2.62363e+13 2.60087e+13 2.581e+13
threshold=89.00500000000001 90.015000000000015 20.507360500000004 4.5000000000000009 54.725565150000001 7.5000000000000009 6.5000000000000009 7.5000000000000009 6.5000000000000009 82.963712850000022 82.911991800000024 54.762542150000009 55.078308950000007 4.5000000000000009 44.005491150000005 47.981192400000005 5.5000000000000009 65.520339550000017 59.932719750000011 6.5000000000000009 6.5000000000000009 4.5000000000000009 4.5000000000000009 59.939091550000008 2.5000000000000004 59.982527000000012 37.436176200000013 113.46563545000002 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 8 11 10 28 -4 13 -13 18 -16 -17 -18 20 22 21 -14 23 -20 25 -25 -22 -11 -9 -30
right_child=1 -3 7 4 5 -7 -8 9 -10 27 -12 12 14 -15 15 16 17 -19 19 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=21.951825964483916 -127625.75856481481 -85.726189862679064 -1793.6633579045226 -49263.026308139539 279088.36912500003 97619.7007686492 113066.0015 -10577.286437663308 -148719.08429276317 -26068.55699270645 25442.630500759551 -12212.088730468749 -41779.033771824463 -106783.30400219299 68543.161734573936 -18989.793351742897 16877.407053444604 157504.17434895833 98763.9453125 141106.66621093752 -180292.22034040181 23494.497580991974 -98637.78555871213 -188217.62744140625 40152.031617914246 -37848.650280761722 -28413.185975864955 32365.102263742472 -6805.5511344829256 4470.3410178808408
leaf_weight=4097479 27 202686 2118 43 25 31 25 2451 57 1035 540 150 626 114 108 563 99 24 29 24 28 109 33 24 86 32 21 83 2941 6553
leaf_count=4097479 27 202686 2118 43 25 31 25 2451 57 1035 540 150 626 114 108 563 99 24 29 24 28 109 33 24 86 32 21 83 2941 6553
internal_value=0 -407.582 -4031.98 48118.3 86385.2 178632 10416.8 -4473.19 -12399.5 -1999.67 -232.831 -10544.2 -19497.6 -53049.7 -14593 2723.39 -7638.91 44316.8 -28179.1 3159.48 -37292.9 -32099 -13069.6 3443.56 -16023.3 -102292 -115201 -21730.5 -1393.55 977.356
internal_weight=0 220685 17999 151 124 56 68 17848 4245 13603 12485 4188 2070 264 1806 794 686 123 1012 228 784 735 204 171 142 56 49 1118 11945 9494
internal_count=4318164 220685 17999 151 124 56 68 17848 4245 13603 12485 4188 2070 264 1806 794 686 123 1012 228 784 735 204 171 142 56 49 1118 11945 9494
is_linear=0
shrinkage=0.1


Tree=1299
num_leaves=31
num_cat=0
split_feature=3 2 0 0 0 1 1 0 5 5 5 0 2 5 2 5 1 0 0 0 1 4 1 0 1 4 5 3 0 5
split_gain=3.68245e+12 1.08471e+13 1.76403e+13 1.02696e+13 1.39944e+13 1.78252e+13 4.71746e+13 2.90264e+13 2.03523e+13 3.35022e+13 2.31034e+13 2.23596e+13 3.45941e+13 2.33257e+13 2.16484e+13 1.52996e+13 1.43833e+13 1.35225e+13 1.33722e+13 3.72978e+13 1.59996e+13 1.61025e+13 1.8192e+13 1.58033e+13 1.82494e+13 2.30745e+13 3.75646e+13 3.0519e+13 2.29643e+13 4.98195e+13
threshold=2.5000000000000004 2.5000000000000004 55.628356700000005 57.692655200000004 58.049540950000008 52.395917250000004 35.911716050000003 58.242297500000006 97.050000000000011 100.05000000000001 82.00500000000001 59.939091550000008 1.5000000000000002 132.05000000000004 1.5000000000000002 21.015000000000004 59.76223980000001 63.563300600000012 47.236539400000005 47.425481600000005 40.247294600000011 2.5000000000000004 39.488326500000007 45.254062050000009 38.984911950000004 3.5000000000000004 177.02500000000003 1.5000000000000002 45.029420750000007 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 16 6 8 -7 10 -10 15 13 -13 -11 -12 -6 -5 -9 23 20 21 -20 -23 24 25 -1 27 -27 -26 -30
right_child=-2 2 -4 4 5 7 -8 17 9 11 14 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 28 26 -28 -29 29 -31
leaf_value=-3770.9672408512884 -15.141848620970871 -1924.6372495993592 103225.62171585648 -13461.67049097278 50948.467186337424 24496.541245107652 -18168.930902569256 -1795.7671968266955 -135117.60992476853 8278.5126331676129 86456.100256347665 -58859.475624999999 81739.444261532743 -134275.36539713544 2105.3924888873926 1229.6495235617547 2907.8826776729356 19770.745414360485 9719.9283009042447 1187.7859698504346 -32783.410555245537 -43436.948586856626 31491.256466329825 -4349.3682570967212 953.04774298523068 55136.091578494095 147241.50498046874 317.97651694032567 7862.63727093325 61177.004076698708
leaf_weight=9165 4205107 39 27 1857 63 640 1631 2390 27 22 64 30 42 24 58 3521 755 331 1454 69614 70 34 690 9272 8131 127 21 507 2261 190
leaf_count=9165 4205107 39 27 1857 63 640 1631 2390 27 22 64 30 42 24 58 3521 755 331 1454 69614 70 34 690 9272 8131 127 21 507 2261 190
internal_value=0 563.195 41091.4 539.521 -2298.83 -399.213 -3914.68 5334.73 2122.38 -34630.2 3560.35 -11637.4 23156.6 -66097.4 46354.9 2103.61 -8730.04 827.723 859.736 1597.18 14274.9 15787.4 27972.5 -926.144 629.592 -2475.09 15657.4 11298.9 3510.71 11995.5
internal_weight=0 113057 66 112991 11455 8843 5482 3361 3851 145 3706 118 72 46 122 3584 2612 2721 101536 71862 2248 2178 724 29674 20402 9820 655 634 10582 2451
internal_count=4318164 113057 66 112991 11455 8843 5482 3361 3851 145 3706 118 72 46 122 3584 2612 2721 101536 71862 2248 2178 724 29674 20402 9820 655 634 10582 2451
is_linear=0
shrinkage=0.1


Tree=1300
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 0 0 4 2 0 0 0 1 0 0 0 0 0 2 5 5 5 1 1 5 1 6 0 6 2
split_gain=3.65905e+12 3.08895e+13 6.30725e+13 7.61833e+13 1.3255e+14 1.56506e+14 1.38056e+14 8.14035e+13 1.24735e+14 8.46487e+13 9.7529e+13 7.44658e+13 6.42954e+13 1.77725e+14 9.99259e+13 6.28872e+13 8.05067e+13 1.13266e+14 7.80576e+13 7.05843e+13 6.08034e+13 5.45417e+13 5.44592e+13 5.68384e+13 7.41594e+13 7.03015e+13 5.33893e+13 4.72962e+13 4.71474e+13 4.6997e+13
threshold=25.500000000000004 60.611165000000007 26.500000000000004 37.692869000000009 37.436176200000013 55.719391050000006 55.708120100000009 1.5000000000000002 9.5000000000000018 55.86787755000001 55.777112100000004 55.601678500000013 44.083877800000003 55.834684950000003 55.899899800000007 55.745923000000012 60.035045000000004 60.017447350000005 1.5000000000000002 52.990000000000002 42.205000000000005 36.515000000000008 37.417247200000006 30.451272450000005 86.02500000000002 37.39371280000001 1.5000000000000002 54.970187400000007 1.5000000000000002 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 15 6 11 20 -9 10 -10 -6 13 -5 -15 -2 17 18 -17 21 28 -20 23 -21 -25 -26 -19 -3 -7 -16
right_child=1 27 -4 12 5 7 -8 8 9 -11 -12 -13 -14 14 29 16 -18 26 19 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-12.195861129067076 -34161.785579141542 11902.022981327791 -269.68470489788768 770.14754922166401 -39269.672748161764 9602.4463898307004 314299.90542279411 -3056.4236716487694 47037.249289153347 -8212.2770048945786 148169.45494544483 136749.97395198172 9219.8924641115973 -105141.50389544219 3205.554316968879 117828.0856459067 -3594.0461128861434 109030.06847817333 13602.642856470842 13443.132005934101 -62619.315276721522 -18638.084520545373 -78294.054130222488 44169.160827626998 61806.044824218756 304693.41363636364 21043.281671884128 -5681.8522279014505 121089.18304115854 -61980.001194214477
leaf_weight=4243674 342 1745 44247 3167 34 507 34 259 172 83 214 82 3637 253 243 71 2691 194 1291 758 113 884 46 628 26 22 107 12396 41 203
leaf_count=4243674 342 1745 44247 3167 34 507 34 259 172 83 214 82 3637 253 243 71 2691 194 1291 758 113 884 46 628 26 22 107 12396 41 203
internal_value=0 694.795 1680.53 7039.57 13464.7 40056.6 137097 29577.1 52644.8 83405.2 103105 85158 -324.135 -9302.83 -54941 7668 9797.48 18746.2 13979.5 11962.2 4171.13 498.825 28808.7 32244.3 53326.1 173129 77752.4 -3512 17943.6 -26464.1
internal_weight=0 74490 60349 16102 8599 1539 150 1389 728 469 386 116 7503 3866 699 7060 6718 4027 3726 3655 661 2175 1480 1434 676 48 301 14141 548 446
internal_count=4318164 74490 60349 16102 8599 1539 150 1389 728 469 386 116 7503 3866 699 7060 6718 4027 3726 3655 661 2175 1480 1434 676 48 301 14141 548 446
is_linear=0
shrinkage=0.1


Tree=1301
num_leaves=31
num_cat=0
split_feature=2 0 5 0 5 3 6 3 1 5 6 6 5 1 5 2 5 0 5 5 5 1 2 1 1 0 0 3 5 0
split_gain=3.62705e+12 1.20481e+13 1.26836e+13 1.69999e+13 1.02662e+13 1.40603e+13 1.07016e+13 9.01814e+12 8.2065e+12 9.56403e+12 1.29481e+13 1.18106e+13 1.69748e+13 1.64297e+13 1.18891e+13 1.08827e+13 2.16771e+13 2.18784e+13 1.62124e+13 1.05515e+13 7.82099e+12 7.03158e+12 7.0231e+12 1.2116e+13 8.79516e+12 8.73256e+12 6.43443e+12 5.42175e+12 2.68832e+13 2.14681e+13
threshold=31.500000000000004 55.755036050000008 53.005000000000003 55.751981950000008 40.205000000000005 34.500000000000007 1.5000000000000002 35.500000000000007 37.777459000000007 37.995000000000012 1.5000000000000002 1.5000000000000002 78.010000000000005 37.487839250000007 73.995000000000019 32.500000000000007 73.405000000000015 55.806974650000008 68.52500000000002 47.815000000000005 23.035000000000004 37.642309100000013 32.500000000000007 37.726745000000001 37.533784800000006 55.885524800000006 55.885524800000006 38.500000000000007 80.00500000000001 55.801980100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 4 5 20 -6 -4 9 10 -3 12 13 -11 22 18 17 -17 -13 -19 -2 -18 23 24 -15 -24 -26 -1 -29 -30
right_child=1 8 7 -5 6 -7 -8 -9 -10 11 -12 15 -14 14 -16 16 21 19 -20 -21 -22 -23 25 -25 26 -27 -28 28 29 -31
leaf_value=-0.098756224834395737 -22908.147738826978 1758.4813043908227 6026.9977249767344 100365.98359375 28956.339963250412 -61818.578641183034 106769.27353515626 -54162.31338071471 12821.153333536786 43408.20665442149 85627.622005208337 -104273.75742187501 37118.497705078124 -24580.222265625001 -93854.057773437511 97045.571688179349 -112194.14687500001 -53606.697614203556 -310.8741495768229 20585.656378620428 34344.923316650391 -38597.387798713236 -12841.541289747809 -36788.798245675222 18309.603658040367 -61357.035758167614 80873.818492187507 -12247.38606539654 14684.85167353382 120504.5890625
leaf_weight=4315330 34 79 319 30 152 28 20 27 276 48 24 40 88 30 20 23 21 36 24 41 80 34 114 56 48 55 25 963 73 26
leaf_count=4315330 34 79 319 30 152 28 20 27 276 48 24 40 88 30 20 23 21 36 24 41 80 34 114 56 48 55 25 963 73 26
internal_value=0 4523.3 14848.9 28446.3 21575 1674.62 38004.4 1330.14 -2061.43 -7157.7 21300.8 -11327.3 -2608.48 -11436.7 -19001.5 -30596.3 -16272.1 11462.2 -65287.7 -14101.7 17269.4 -66698 -14437.3 648.598 21002.9 -28630.6 39735.7 -1.85694 -7146.06 42475.9
internal_weight=0 1772 690 344 314 142 172 346 1082 806 103 703 484 396 348 219 155 100 64 77 114 55 328 159 103 169 73 4.31639e+06 1062 99
internal_count=4318164 1772 690 344 314 142 172 346 1082 806 103 703 484 396 348 219 155 100 64 77 114 55 328 159 103 169 73 4316392 1062 99
is_linear=0
shrinkage=0.1


Tree=1302
num_leaves=31
num_cat=0
split_feature=5 1 1 2 5 5 6 0 1 0 4 0 1 3 3 3 0 1 3 3 4 0 6 3 3 5 2 1 0 1
split_gain=3.57059e+12 1.29096e+13 5.3711e+13 7.15117e+13 4.40678e+13 7.52338e+13 4.37241e+13 4.19628e+13 3.71886e+13 5.47925e+13 3.31818e+13 3.21525e+13 7.34795e+13 4.41883e+13 4.01031e+13 3.66466e+13 2.96624e+13 2.9447e+13 4.07726e+13 4.6131e+13 4.58158e+13 4.1779e+13 3.62084e+13 4.04581e+13 3.57398e+13 3.37806e+13 6.70808e+13 3.63545e+13 3.18881e+13 5.02766e+13
threshold=100.05000000000001 50.158868250000005 49.964253350000007 3.5000000000000004 161.85000000000002 142.05000000000004 1.5000000000000002 53.145783300000012 49.177301950000007 58.242297500000006 4.5000000000000009 55.74310830000001 49.236330900000006 7.5000000000000009 5.5000000000000009 8.5000000000000018 55.708120100000009 49.073956850000009 5.5000000000000009 14.500000000000002 4.5000000000000009 55.762622900000004 1.5000000000000002 7.5000000000000009 21.500000000000004 120.05000000000001 1.5000000000000002 49.111504200000006 55.795550600000006 49.111504200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 -4 -5 17 10 11 12 -10 14 -13 -15 -12 -2 20 22 25 24 23 -20 -21 26 -19 -28 29 -24
right_child=1 -3 3 7 -6 -7 -8 -9 9 -11 16 13 -14 15 -16 -17 -18 18 19 21 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=15.295557771398515 -115.35275531165303 -1895.5113840153322 84375.681640625 -71692.665574596773 -138154.92974137931 149056.7601273148 -51896.445651657523 47535.709430425457 60956.671220776559 93067.544707031251 -49679.063899739587 -39526.308624267578 -30250.101003622196 67838.068466796874 -159053.44257812502 -30286.818308665286 61493.463323419739 -120931.86243489583 127470.57259615386 123474.51772388059 -76562.613861083984 12672.019103710307 -110713.10183423915 1608.7843380489867 15750.604242050438 73940.767029305716 -39990.973177083331 72377.241932178847 3828.3442162481633 -19652.662839648438
leaf_weight=4199349 69433 44176 28 31 29 27 148 618 133 45 33 64 263 40 50 785 88 30 39 67 32 1081 69 74 57 221 39 110 505 500
leaf_count=4199349 69433 44176 28 31 29 27 148 618 133 45 33 64 263 40 50 785 88 30 39 67 32 1081 69 74 57 221 39 110 505 500
internal_value=0 -540.6 261.321 24806.4 -22845.3 -6372.52 -30216.8 41840.7 -31.8575 -15611.2 -18970.1 -23515 382.477 -33593.2 -91950.5 -25529.2 31173.7 291.774 10301.7 5195.32 38575.9 18978.4 -8796.81 45047.8 73956.3 47787 15496.6 42965.4 -14462 -30695.1
internal_weight=0 118815 74639 881 232 203 176 649 73758 1501 1456 1335 396 939 114 825 121 72257 2824 2392 432 1205 1187 113 124 400 179 149 1074 569
internal_count=4318164 118815 74639 881 232 203 176 649 73758 1501 1456 1335 396 939 114 825 121 72257 2824 2392 432 1205 1187 113 124 400 179 149 1074 569
is_linear=0
shrinkage=0.1


Tree=1303
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 5 0 3 3 0 0 0 3 0 3 4 3 5 6 5 1 4 0 6 3 3 3 3 0 2
split_gain=3.51694e+12 3.96627e+13 1.72422e+14 1.08309e+14 1.40812e+14 1.37735e+14 1.2764e+14 1.12283e+14 1.04388e+14 1.03762e+14 9.62384e+13 1.27869e+14 1.25232e+14 2.53822e+14 8.96533e+13 8.62794e+13 7.22576e+13 7.04859e+13 6.42466e+13 5.13373e+13 5.0297e+13 7.94992e+13 7.96505e+13 1.91535e+14 1.30821e+14 1.01808e+14 8.14245e+13 1.98606e+14 1.81866e+14 6.56455e+13
threshold=82.871296800000025 65.610478850000007 63.563300600000012 8.5000000000000018 54.986619450000006 52.405000000000008 57.157092150000004 22.500000000000004 9.5000000000000018 54.194619400000008 55.141517900000004 57.178027650000011 7.5000000000000009 55.078308950000007 5.5000000000000009 4.5000000000000009 17.500000000000004 79.010000000000005 1.5000000000000002 31.010000000000002 65.551978750000004 4.5000000000000009 57.178027650000011 1.5000000000000002 13.500000000000002 21.500000000000004 16.500000000000004 17.500000000000004 57.131524800000008 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 9 -5 18 7 -7 14 -3 12 -12 15 -14 -4 19 -8 -13 -6 -11 -1 22 23 24 -22 -26 -25 28 -28 -29
right_child=-2 2 8 4 5 6 16 -9 -10 10 11 17 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 26 25 -27 27 29 -30 -31
leaf_value=-43.892220044618156 161.90654878097439 -10898.626084570702 55991.343625217014 4488.7453584126852 -10306.459425990843 -23962.925377988267 -7494.9252081900604 37149.982236013107 -125846.59176136366 -937.00385505470422 -12360.39679095184 6711.416660279494 23290.561229211376 244147.07159514926 189667.11732954546 -91302.235220614355 27218.975252807089 53062.384929272397 887.30162272746168 11138.403096328364 57695.736503221327 -61701.496696309841 -6374.9457432109484 454.58809441572424 11807.687665436346 71391.191969284409 12199.315139110864 -12627.210626170065 62208.662659295034 115167.44773485138
leaf_weight=3164132 1023608 5335 144 10892 8226 9957 4450 310 22 4781 6210 3094 233 67 77 88 693 367 13612 13356 884 188 7044 30430 4351 307 2105 2049 1111 41
leaf_count=3164132 1023608 5335 144 10892 8226 9957 4450 310 22 4781 6210 3094 233 67 77 88 693 367 13612 13356 884 188 7044 30430 4351 307 2105 2049 1111 41
internal_value=0 -50.3038 -2223.23 -2473.49 -5512.75 -8437.37 -15676.3 -22117.7 81886.8 1889.94 4309.68 -3776.14 8530.89 72615.2 102566 7476 -2817.36 11626.4 -3329.2 7955.27 5.1001 3200.69 3453.2 5130.35 22427.9 15734.7 2447.82 13879 29475.6 -10120.2
internal_weight=0 3.29456e+06 81914 81671 48140 37248 15410 10267 243 33531 28196 9671 18525 300 221 18225 5143 3461 21838 18137 3.21264e+06 48510 48322 41278 5542 4658 35736 5306 3216 2090
internal_count=4318164 3294556 81914 81671 48140 37248 15410 10267 243 33531 28196 9671 18525 300 221 18225 5143 3461 21838 18137 3212642 48510 48322 41278 5542 4658 35736 5306 3216 2090
is_linear=0
shrinkage=0.1


Tree=1304
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 1 3 6 5 3 3 3 3 3 2 6 1 5 5 1 1 1 1 5 5 6 5 2 3
split_gain=3.41494e+12 1.48482e+14 2.70018e+14 2.62339e+14 2.0327e+14 3.01407e+14 1.4561e+14 1.42356e+14 2.3521e+14 1.4092e+14 1.34207e+14 2.53132e+14 2.50185e+14 2.18391e+14 2.83705e+14 1.57004e+14 1.32635e+14 2.88847e+14 1.36667e+14 1.29096e+14 1.26285e+14 1.18979e+14 1.2771e+14 1.87406e+14 1.30293e+14 1.13925e+14 1.10925e+14 1.08602e+14 1.47432e+14 1.02653e+14
threshold=55.751981950000008 55.755036050000008 37.642309100000013 37.620907050000007 9.5000000000000018 44.410000000000004 37.615058950000012 11.500000000000002 1.5000000000000002 92.035000000000011 17.500000000000004 23.500000000000004 26.500000000000004 16.500000000000004 15.500000000000002 9.5000000000000018 1.5000000000000002 37.615058950000012 76.00500000000001 53.995000000000012 37.597123000000003 37.692869000000009 37.712318250000003 37.914142000000005 43.405000000000008 74.610000000000014 1.5000000000000002 31.415000000000003 6.5000000000000009 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 20 8 -6 -7 13 26 15 14 -9 -13 18 -18 -17 -15 -2 29 24 -24 -23 -26 -12 -28 -29 -4
right_child=1 -3 21 -5 7 9 -8 10 -10 -11 11 12 -14 19 -16 16 17 -19 -20 -21 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=68.929565317878641 7532.6169194438016 -17.31056479536279 100276.85942639803 -183002.56531723484 97361.457368652351 -106160.91030377743 -29218.499522796294 -36246.473733843595 -118840.78135540674 62569.922073997644 38835.381900428161 -10353.231882898668 14234.78909627708 -42585.948528378853 47807.667833168991 -108190.80164739267 214097.40319148937 -91186.347184065948 39741.211231884059 -136586.76162794052 192709.33633474578 17411.808524951484 40099.510054241837 -2752.6457477981016 -66474.908740436425 14434.135503377458 118177.18060752469 45028.661782962328 -135485.48247767857 14193.517319391267
leaf_weight=2697509 98 1604039 228 99 250 749 716 1823 63 53 1353 595 1043 317 515 658 47 91 69 271 59 467 1352 4163 725 229 38 73 119 353
leaf_count=2697509 98 1604039 228 99 250 749 716 1823 63 53 1353 595 1043 317 515 658 47 91 69 271 59 467 1352 4163 725 229 38 73 119 353
internal_value=0 -114.73 -9519.22 -21105.9 -19325 -50752.7 -10094.4 -12138.5 53844.7 -95010.4 -15083.8 -3376.59 -23170.6 -31432.4 -17731.6 -49892.4 -77089.9 12787.1 -94150.5 -85909.5 77121.3 4505.94 864.72 7752.54 -25867.4 -47053.3 27921.2 -36282.4 -66852.5 47974.9
internal_weight=0 1.62066e+06 16616 9099 9000 1675 873 7325 313 802 7012 4086 2503 2926 2338 1460 865 138 727 588 157 7517 6936 5515 1421 954 1583 230 192 581
internal_count=4318164 1620655 16616 9099 9000 1675 873 7325 313 802 7012 4086 2503 2926 2338 1460 865 138 727 588 157 7517 6936 5515 1421 954 1583 230 192 581
is_linear=0
shrinkage=0.1


Tree=1305
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 5 3 0 0 5 3 0 0 5 0 3 1 0 1 1 5 0 1 5 1 5 1 1
split_gain=3.74184e+12 5.66452e+13 2.14781e+14 2.89501e+14 2.83835e+14 1.91982e+14 2.03351e+14 1.91023e+14 1.55034e+14 4.1818e+14 2.75937e+14 3.39851e+14 2.00629e+14 4.42483e+14 4.16236e+14 4.90304e+14 3.59743e+14 9.1118e+14 4.48159e+14 4.14986e+14 3.4978e+14 6.02695e+14 2.87931e+14 2.65073e+14 3.10889e+14 2.50272e+14 2.49579e+14 2.38345e+14 2.27977e+14 3.33588e+14
threshold=37.66934650000001 37.516458750000005 56.501468900000013 55.885524800000006 52.710000000000008 56.197733450000008 14.500000000000002 80.815000000000012 8.5000000000000018 55.518428350000008 55.826364100000013 46.010000000000012 17.500000000000004 55.745923000000012 55.701368300000006 93.00500000000001 55.762622900000004 16.500000000000004 37.597123000000003 55.751981950000008 37.597123000000003 37.615058950000012 65.905000000000015 55.784980300000008 37.620907050000007 50.805000000000007 37.542000650000013 37.75500000000001 37.542000650000013 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 -7 -6 9 -3 -11 -12 13 14 25 28 17 20 27 -19 26 -22 23 24 -20 -10 -15 -18 -16 -30
right_child=-2 2 -4 4 5 6 -8 -9 12 10 11 -13 -14 16 15 -17 18 19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-166.71308531025883 -48.444545966932303 -11515.639774208825 -63735.560616265575 2986.4695953552859 31739.630174985243 25262.115880112004 -36162.481250568977 93350.167729430832 -8893.4550532032536 21154.180217555921 18289.162174950212 -79284.031381536988 4354.8092477611926 -8135.383039108865 -33743.827097721354 -366450.91468750004 477.21727981645 -351495.71470982145 213578.23989392203 -100473.38318634445 -447346.03750000003 -24173.282577658705 41586.553317085512 -6861.9319957956441 28489.252374380187 7774.8672300531198 115777.00458517864 -33135.156154560515 78222.107946649819 9877.4577076862133
leaf_weight=770727 3397896 7570 496 10548 5214 1551 826 557 18979 14553 812 637 41228 337 375 30 2949 70 109 1113 34 3326 1846 8047 542 17146 314 7412 1675 1245
leaf_count=770727 3397896 7570 496 10548 5214 1551 826 557 18979 14553 812 637 41228 337 375 30 2949 70 109 1113 34 3326 1846 8047 542 17146 314 7412 1675 1245
internal_value=0 178.871 1960 2178.62 13815.7 27834.8 3917.26 37686.1 509.506 7849.58 17010.6 -24605.3 -1110.88 -4548.61 2134.12 35991.6 -14649.9 -38203.6 -8797.82 -115327 -15456.9 -28455.4 5716.24 -1896.62 59479.6 -982.173 51631.9 -23568.2 39655.7 49082
internal_weight=0 920268 149541 149045 18696 8148 2377 5771 130349 23572 16002 1449 106777 65549 39450 3325 26099 5194 20905 1183 4011 3360 10544 8698 651 36125 651 10361 3295 2920
internal_count=4318164 920268 149541 149045 18696 8148 2377 5771 130349 23572 16002 1449 106777 65549 39450 3325 26099 5194 20905 1183 4011 3360 10544 8698 651 36125 651 10361 3295 2920
is_linear=0
shrinkage=0.1


Tree=1306
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 4 3 4 3 2 5 1 3 4 4 3 1 4 5 4 0 1 1 6 1 0 3 2 0 1
split_gain=3.96811e+12 2.12103e+13 1.9604e+13 2.39725e+13 1.76824e+13 1.51735e+13 1.36485e+13 2.82355e+13 1.21892e+14 4.67926e+13 3.88462e+13 5.10185e+13 2.50799e+13 3.03694e+13 2.46048e+13 3.39291e+13 2.27631e+13 2.0049e+13 1.76627e+13 3.64556e+13 1.30293e+13 2.52467e+13 1.22597e+13 1.20737e+13 1.35895e+13 1.19304e+13 1.06981e+13 2.76555e+13 1.51163e+13 1.0344e+13
threshold=20.010000000000002 19.650000000000002 55.727011600000004 55.745923000000012 55.708120100000009 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 8.5000000000000018 13.500000000000002 13.050000000000002 37.214886200000009 13.500000000000002 1.5000000000000002 1.5000000000000002 8.5000000000000018 65.565203050000022 4.5000000000000009 13.050000000000002 1.0000000180025095e-35 56.758269450000007 37.642309100000013 114.17164950000002 1.5000000000000002 83.000022850000008 45.070824200000011 21.500000000000004 6.5000000000000009 55.601678500000013 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 22 25 17 12 -9 10 11 -10 14 18 -8 -16 -17 -5 19 -14 21 -15 23 24 -1 -3 -25 -28 -29 -13
right_child=-2 5 3 6 -6 -7 7 8 9 -11 -12 29 13 20 15 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=6136.4607269458884 10.840113840344227 -15258.761167370127 -17104.713371911756 1690.7079148309858 14306.737773658673 -8631.2985423711416 -9348.867589360656 195883.22052364866 -95976.635937500003 147302.8586309524 -123877.12584134616 76208.071247632586 -6567.1309157280084 -161331.67532552083 132495.62046274039 -8254.021890817563 77999.753861177887 -80188.334166666667 2012.1555639150665 65117.423783454346 -10363.346968005953 -24717.046622983871 -69865.642138671872 1197.0499117999734 32084.071347653611 5.9401944248605059 -36554.649998130983 5182.2599545686144 107575.7142857143 15170.214073102681
leaf_weight=1599 4263643 562 1007 9472 1148 5237 6465 37 42 21 26 33 146 24 26 142 39 30 2624 138 42 31 24 19168 231 5756 209 46 21 175
leaf_count=1599 4263643 562 1007 9472 1148 5237 6465 37 42 21 26 33 146 24 26 142 39 30 2624 138 42 31 24 19168 231 5756 209 46 21 175
internal_value=0 -847.717 175.138 -2058.9 2217.48 -4651.09 -1282.44 -3859.05 24727.2 3404.68 -7544.09 4554.54 -4845.69 2740.05 -8262.23 25675.4 10331 1432.2 4576.1 28265.5 -52303.6 -84330.7 1565.85 1646.43 9411.81 -1351.89 915.583 -18632.1 37275.7 24854.1
internal_weight=0 54521 42966 20520 22446 11555 19513 10011 334 297 276 250 9677 3005 6672 207 181 9502 2908 284 97 55 21298 21274 1830 6318 19444 276 67 208
internal_count=4318164 54521 42966 20520 22446 11555 19513 10011 334 297 276 250 9677 3005 6672 207 181 9502 2908 284 97 55 21298 21274 1830 6318 19444 276 67 208
is_linear=0
shrinkage=0.1


Tree=1307
num_leaves=31
num_cat=0
split_feature=5 3 3 1 0 4 2 1 0 0 0 5 5 4 1 0 5 5 6 1 1 6 1 1 0 0 0 4 5 0
split_gain=3.60284e+12 2.21418e+13 1.21744e+14 1.3347e+14 1.50813e+14 8.60973e+13 8.54366e+13 7.50528e+13 7.80088e+13 1.39216e+14 7.98331e+13 7.38269e+13 6.79978e+13 1.44486e+14 6.48762e+13 6.32583e+13 7.25703e+13 6.31024e+13 6.2097e+13 8.16803e+13 7.72078e+13 5.7323e+13 5.55504e+13 5.15674e+13 5.10329e+13 4.84223e+13 1.02335e+14 1.01304e+14 5.97237e+13 4.62962e+13
threshold=64.020000000000024 23.500000000000004 22.500000000000004 37.475443250000005 55.812836050000008 2.5000000000000004 19.500000000000004 47.981192400000005 55.055104550000003 55.050600750000008 55.099723300000008 105.35000000000001 81.00500000000001 2.5000000000000004 37.692869000000009 55.708120100000009 81.910000000000011 73.405000000000015 1.5000000000000002 30.226173900000003 30.102666750000001 1.5000000000000002 37.436176200000013 49.177301950000007 55.993277250000013 59.896318000000008 59.904813200000007 1.5000000000000002 93.00500000000001 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 15 -3 18 11 9 -9 -10 24 13 23 -13 21 -17 -7 20 -20 -6 -4 -21 -12 -5 28 -27 -28 -22 -8
right_child=1 5 3 7 6 17 29 8 10 -11 12 14 -14 -15 -16 16 -18 -19 19 22 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=48.42792567322708 -156.07530765911542 -5735.4296529837884 96744.335630063666 1390.1229903379483 -71985.857712307232 8332.4707796703278 11419.023374938966 6304.6089527880731 114487.02566135519 -109266.11596976903 112899.03274515088 -216665.93311476937 44521.088539911463 -35444.825793911121 -36288.939167573182 67561.144370492795 183996.07113238325 -778.93447470368108 63510.437226372262 -18218.715195250184 1433.6765049660853 12238.419097222222 104764.62277960527 27714.831564362517 -46650.841143955331 164951.21712328767 232396.53293750004 25035.903575246433 63510.904541015625 84568.357386396892
leaf_weight=3370694 848731 32826 135 4017 77 9130 128 1113 101 115 87 21 794 457 395 130 91 45390 154 1097 645 198 38 388 234 73 25 409 204 267
leaf_count=3370694 848731 32826 135 4017 77 9130 128 1113 101 115 87 21 794 457 395 130 91 45390 154 1097 645 198 38 388 234 73 25 409 204 267
internal_value=0 -172.286 -18.2347 10250.3 25948.4 -1689.28 17403.3 2787.54 14972.7 -4518.38 28073.5 -5188.83 23016.8 4696.66 -45394.5 74025.8 115505 746.875 11096.5 -4828.76 25421.5 46497.6 -14101.2 43317 -1254.33 30952.8 55406.4 36980.6 16349.8 60864.3
internal_weight=0 947470 860124 11393 3671 87346 3117 7722 3055 1228 1827 4667 1726 932 416 554 221 54520 2722 1289 1433 333 1135 475 4251 1356 507 434 849 395
internal_count=4318164 947470 860124 11393 3671 87346 3117 7722 3055 1228 1827 4667 1726 932 416 554 221 54520 2722 1289 1433 333 1135 475 4251 1356 507 434 849 395
is_linear=0
shrinkage=0.1


Tree=1308
num_leaves=31
num_cat=0
split_feature=0 3 2 5 5 5 0 3 3 5 0 4 1 1 5 5 5 5 2 3 0 1 1 2 2 5 5 3 0 5
split_gain=3.50804e+12 1.71943e+13 7.02121e+13 6.78391e+13 6.48517e+13 4.56365e+13 6.55188e+13 1.1552e+14 8.1506e+13 6.3341e+13 3.63844e+13 4.3701e+13 1.02393e+14 1.18133e+14 1.15001e+14 9.28993e+13 9.251e+13 7.51463e+13 7.19754e+13 9.83372e+13 9.92084e+13 6.59642e+13 5.87156e+13 8.73467e+13 5.58739e+13 4.93818e+13 9.72463e+13 6.43155e+13 7.79698e+13 7.60055e+13
threshold=45.087005000000012 16.500000000000004 4.5000000000000009 116.06000000000002 150.04500000000004 46.405000000000008 44.039893800000009 22.500000000000004 19.500000000000004 64.805000000000021 45.013473000000012 2.5000000000000004 38.959914000000005 38.975980350000007 116.06000000000002 107.05000000000001 132.05000000000004 85.020000000000024 23.500000000000004 22.500000000000004 45.067452850000002 39.021425200000003 38.911476500000006 11.500000000000002 24.500000000000004 89.00500000000001 97.050000000000011 20.500000000000004 45.059881250000011 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -7 -8 -9 -4 -12 16 14 17 -15 22 -14 19 20 21 -17 23 -13 -20 -24 -27 28 -28 -29
right_child=-2 2 10 4 -6 6 8 9 -10 -11 11 12 13 15 -16 18 -18 -19 24 -21 -22 -23 25 -25 -26 26 27 29 -30 -31
leaf_value=-49.956839869072866 -33.433033051476059 2720.4845793447221 -2631.9341495865256 -54186.399480597524 111096.57973820614 25382.559655499517 20049.979523889815 259440.91397076231 -451.95468068479215 87945.946656060987 540.84902746546743 181524.22483915443 -30.411273207326232 15342.300395362292 37098.133798969655 38976.978276564761 -18939.243912499431 -50789.164387872363 131325.66960582387 -69312.855016816553 -111613.76442803047 -30120.696729444422 60012.31583516582 37099.312525533976 -20834.877007630814 -38623.11226981027 -81531.339567240168 96431.679115970794 36762.910937991561 21820.905088205647
leaf_weight=414283 3795889 7744 29131 273 26 419 4446 33 3439 62 53117 68 437 4664 276 346 343 877 55 335 74 230 429 109 43 224 89 244 149 310
leaf_count=414283 3795889 7744 29131 273 26 419 4446 33 3439 62 53117 68 437 4664 276 346 343 877 55 335 74 230 429 109 43 224 89 244 149 310
internal_value=0 242.991 1366.81 7383.56 -39814 8257.75 13363.2 47956.2 11108.2 147518 286.225 1648.13 7971.02 2541.4 -21582.6 9215.69 28244.4 -33908.2 -17168.9 -25300.5 -2617.15 11385.9 38222.2 92584.6 64561.3 31563.3 19550.8 36004 -7473.17 54682
internal_weight=0 522275 107992 16442 299 16143 8399 514 7885 95 91550 62419 9302 7337 1590 5747 1965 1314 1083 985 650 576 1622 177 98 1445 1016 792 238 554
internal_count=4318164 522275 107992 16442 299 16143 8399 514 7885 95 91550 62419 9302 7337 1590 5747 1965 1314 1083 985 650 576 1622 177 98 1445 1016 792 238 554
is_linear=0
shrinkage=0.1


Tree=1309
num_leaves=31
num_cat=0
split_feature=5 1 0 1 2 4 4 1 1 0 1 0 2 1 3 3 3 4 2 3 5 0 3 5 1 1 0 3 0 4
split_gain=3.47841e+12 2.11321e+13 4.94213e+13 4.45127e+13 4.03692e+13 5.36303e+13 5.9591e+13 4.27737e+13 3.60943e+13 3.56633e+13 7.23333e+13 3.9087e+13 3.42151e+13 3.1163e+13 3.11189e+13 9.22576e+13 3.57984e+13 2.08115e+13 1.73365e+13 4.88279e+13 3.2604e+13 3.16243e+13 2.98246e+13 6.69543e+13 7.93916e+13 5.75546e+13 5.01389e+13 9.78975e+13 7.12585e+13 4.38075e+13
threshold=177.02500000000003 37.214886200000009 59.963407450000012 37.275078000000001 12.500000000000002 2.5000000000000004 3.5000000000000004 30.243224600000001 30.278357500000002 60.052595500000002 30.346469350000003 60.017447350000005 16.500000000000004 30.305955500000003 6.5000000000000009 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 225.45000000000002 44.226894250000008 6.5000000000000009 225.45000000000002 61.880021000000006 86.192907650000009 56.911498950000002 4.5000000000000009 56.320495600000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 13 7 -7 14 10 11 -4 -6 -2 15 16 -8 -15 19 20 -5 -22 23 24 26 -26 28 -28 -20 -25
right_child=1 3 9 18 12 6 8 -9 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 22 -21 21 -23 -24 29 25 -27 27 -29 -30 -31
leaf_value=-3.9938995052158428 -108729.82688301284 -121293.35218098958 -74125.682637965423 43399.60553385417 201236.73359375002 204647.43818359377 738.35476694915258 57703.573521071223 41731.199803122494 24626.229798828124 -189092.39944661458 64344.051475694454 28584.942897727273 66345.253385416669 -117175.28225661058 146870.56624053032 -125798.26476779516 -32204.343730895998 -45171.875632472598 -92740.374980945126 -48844.734523026316 15002.688020126307 4531.8494379351623 28548.928107367621 50912.876846048108 -56181.572902513588 -234177.04214527027 6735.0094065020166 51109.500279342297 -7171.5342925543682
leaf_weight=4309630 39 30 47 333 24 32 59 52 312 75 33 36 22 30 26 33 36 75 724 41 95 423 3969 504 184 69 37 31 86 1077
leaf_count=4309630 39 30 47 333 24 32 59 52 312 75 33 36 22 30 26 33 36 75 724 41 95 423 3969 504 184 69 37 31 86 1077
internal_value=0 2016.9 16237.3 275.586 27942.6 21929.4 36153.5 113682 22178.4 -29113.1 -63858.4 -14066.5 118664 -32398.8 -17435.1 2824.64 -47212.4 -4047.32 757.175 13851.6 18987 3293.22 -991.097 -9073.9 -27651.1 21705.3 -41873.3 -124349 -34949.4 4215.63
internal_weight=0 8534 931 7603 740 694 550 84 466 191 116 83 46 144 154 128 95 105 7573 892 851 518 6681 2712 1131 253 878 68 810 1581
internal_count=4318164 8534 931 7603 740 694 550 84 466 191 116 83 46 144 154 128 95 105 7573 892 851 518 6681 2712 1131 253 878 68 810 1581
is_linear=0
shrinkage=0.1


Tree=1310
num_leaves=31
num_cat=0
split_feature=0 2 3 1 1 3 2 1 1 1 0 6 5 5 2 1 4 5 2 5 5 3 2 1 1 3 1 1 1 3
split_gain=3.36448e+12 2.68421e+13 2.3475e+13 2.66481e+13 1.09568e+14 6.29393e+13 4.08034e+13 2.81624e+13 3.81507e+13 3.51528e+13 2.91955e+13 1.91553e+13 4.87337e+13 4.04433e+13 2.05594e+13 1.90892e+13 1.87974e+13 3.18035e+13 5.37303e+13 4.98855e+13 1.95594e+13 1.97325e+13 1.95646e+13 1.73508e+13 3.39606e+13 3.49449e+13 2.69217e+13 2.29234e+13 3.99219e+13 2.19778e+13
threshold=61.785186750000001 16.500000000000004 5.5000000000000009 34.359746700000009 35.911716050000003 7.5000000000000009 6.5000000000000009 49.964253350000007 53.243495500000009 53.664171200000006 63.563300600000012 1.5000000000000002 94.040000000000006 75.015000000000015 5.5000000000000009 114.17164950000002 1.5000000000000002 47.815000000000005 5.5000000000000009 48.510000000000012 77.00500000000001 10.500000000000002 2.5000000000000004 84.920232800000022 57.550671000000001 8.5000000000000018 56.249874400000003 59.76223980000001 61.880021000000006 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 11 -9 10 -10 12 -6 -13 -15 23 17 -17 -19 -20 21 -18 -22 24 26 -26 -11 -27 -29 -30
right_child=1 -3 3 4 7 6 -8 8 9 15 -12 13 -14 14 -16 16 20 18 19 -21 22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=7.3445134680176398 -3245.8208572408334 72891.470009566328 -10412.482550350403 244400.13182870368 8902.4540858306282 -18131.631968245969 153576.63459375 -30236.040470398031 54797.997231273555 -220.23433679443767 10775.238091002435 17413.236728777894 -148217.29914062502 49401.689912280708 144361.05869654607 3817.2538843246803 33350.726833888089 43770.437716238841 -160872.67362882654 -9307.8829589843754 49573.111820854574 -8673.6970370527633 -13369.169211047083 -13440.369454769922 112211.93714285715 22598.032790958801 -36110.730510809117 -98894.533522727274 12241.503950949278 -75371.610058593753
leaf_weight=4288474 19282 49 1356 27 1524 31 25 386 199 599 620 633 20 57 38 851 587 42 49 39 59 138 303 1492 35 580 321 44 272 32
leaf_count=4288474 19282 49 1356 27 1524 31 25 386 199 599 620 633 20 57 38 851 587 42 49 39 59 138 303 1492 35 580 321 44 272 32
internal_value=0 -1060.85 -1183.11 2656.39 4624.77 118990 58523.8 3560.61 275.796 2156.6 21471.9 13172.2 6867.22 26544.2 87385.4 -749.742 6815.73 -3220.11 -49287.8 -93701.9 15872.9 25351.6 -3110.62 -5385.42 996.946 14123.3 -12742.9 10423.8 -9866.56 3019.07
internal_weight=0 29690 29641 10359 9003 83 56 8920 6648 6262 819 2272 1544 728 95 5443 2068 981 130 88 1087 725 362 3375 1883 963 920 928 348 304
internal_count=4318164 29690 29641 10359 9003 83 56 8920 6648 6262 819 2272 1544 728 95 5443 2068 981 130 88 1087 725 362 3375 1883 963 920 928 348 304
is_linear=0
shrinkage=0.1


Tree=1311
num_leaves=31
num_cat=0
split_feature=5 5 2 3 1 1 0 0 4 1 1 3 1 0 1 1 1 0 3 3 0 0 1 1 1 2 1 1 1 3
split_gain=3.38168e+12 1.98935e+13 5.21726e+13 5.62253e+13 4.62005e+13 3.44492e+13 3.42844e+13 1.04752e+14 6.64573e+13 8.81313e+13 5.85252e+13 7.66717e+13 5.66211e+13 8.42789e+13 4.95274e+13 4.45111e+13 8.88221e+13 4.0808e+13 4.01662e+13 3.87953e+13 3.88774e+13 3.69215e+13 3.53472e+13 3.43697e+13 7.86645e+13 3.3505e+13 5.94958e+13 8.39455e+13 6.98594e+13 5.22917e+13
threshold=142.05000000000004 132.05000000000004 2.5000000000000004 17.500000000000004 38.996948700000011 82.966612450000014 55.751981950000008 56.320495600000008 3.5000000000000004 30.370618100000005 49.177301950000007 8.5000000000000018 30.259484550000003 59.950068600000009 65.551978750000004 37.328003200000005 37.752451500000006 55.299834250000011 3.5000000000000004 12.500000000000002 45.047272400000004 55.812836050000008 39.826386800000009 83.053286850000021 86.192907650000009 4.5000000000000009 39.726951800000002 65.610478850000007 39.714575750000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 25 15 10 9 -9 11 21 -10 22 -11 18 -17 19 -3 23 -21 -8 -14 -18 -25 26 28 -28 -4 -27
right_child=-2 2 5 4 -6 -7 7 8 12 14 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-4.2619728688769714 -1274.740375255964 18642.052837171053 -25942.909419289983 -202228.59343750001 -6013.283203125 28308.303154839414 203093.51851562501 53338.852177280671 189777.86516203705 -96835.522050450207 -8557.9287339154416 242969.32305536687 26422.402478567477 -70398.495252535635 17363.543861607144 206952.81419270835 5398.8488501595766 -77685.2964436849 -118973.42070312501 211610.10761718752 20974.625815217394 48528.48051470588 105873.67398296735 190108.10505741005 -28239.041172466859 16254.723982907413 26451.456608246997 -17580.985500742398 -192348.67103365387 -4176.816543658696
leaf_weight=4287425 20711 38 850 20 30 441 20 113 27 118 34 46 113 57 56 24 690 48 48 20 23 68 111 33 33 2136 748 1028 26 3029
leaf_count=4287425 20711 38 850 20 30 441 20 113 27 118 34 46 113 57 56 24 690 48 48 20 23 68 111 33 33 2136 748 1028 26 3029
internal_value=0 6.14344 4454.93 20034.8 -84499.4 1115.57 23073.6 38885.3 19196.7 -15424.9 108616 138346 51457.8 38167.2 -60081.8 10467.2 17243.9 11868.5 -58166.6 17248.4 109642 83656.9 65793.3 11993.2 80934.5 -418.522 -9555.09 964.21 -30881.9 4272.7
internal_weight=0 4.29745e+06 10028 1770 50 8258 1720 763 595 287 168 134 308 281 174 957 871 847 86 799 43 88 224 756 66 7817 2652 1776 876 5165
internal_count=4318164 4297453 10028 1770 50 8258 1720 763 595 287 168 134 308 281 174 957 871 847 86 799 43 88 224 756 66 7817 2652 1776 876 5165
is_linear=0
shrinkage=0.1


Tree=1312
num_leaves=31
num_cat=0
split_feature=5 5 1 4 1 0 0 6 1 0 0 0 0 1 1 5 3 4 3 1 3 3 3 1 0 0 0 2 3 1
split_gain=3.39125e+12 2.04517e+13 4.48271e+13 1.29946e+14 9.91195e+13 9.97062e+13 1.15863e+14 9.03624e+13 6.40305e+13 9.55068e+13 1.04799e+14 1.09323e+14 9.01861e+13 8.61649e+13 8.00018e+13 6.2537e+13 1.05663e+14 1.12408e+14 7.05865e+13 6.08043e+13 5.81341e+13 5.91094e+13 5.58461e+13 5.5082e+13 5.49078e+13 1.01753e+14 8.17113e+13 6.57123e+13 1.90531e+14 6.1031e+13
threshold=64.020000000000024 65.50500000000001 37.832345550000007 2.5000000000000004 37.39371280000001 55.628356700000005 55.87722990000001 1.5000000000000002 37.503486000000002 55.576287050000012 55.601678500000013 55.591389050000011 59.950068600000009 30.102666750000001 37.712318250000003 64.405000000000015 12.500000000000002 1.5000000000000002 13.500000000000002 37.752451500000006 16.500000000000004 24.500000000000004 8.5000000000000018 30.468306550000005 55.727011600000004 55.674875350000008 55.885524800000006 3.5000000000000004 9.5000000000000018 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 -6 -7 -5 12 -10 11 -11 -2 -14 24 16 -15 -18 -19 20 -16 -22 -21 -9 25 -12 -26 -28 -29 -27
right_child=1 -3 -4 4 5 6 -8 23 9 10 14 -13 13 15 19 -17 17 18 -20 22 21 -23 -24 -25 26 29 27 28 -30 -31
leaf_value=46.984347726534224 -10312.360325352005 -30.985646954116234 -306.94149423574555 39112.659229265446 -9160.2733513606308 -56040.699687424829 6273.8297597497467 -26766.109134903076 -11441.284980017912 23966.606211159447 10836.904677568857 253918.08108974362 133066.37259666316 -39753.592264229912 25958.620988362629 597.12587622822946 268344.00839120371 180369.2024564303 35876.669240972566 -77109.788145380429 -80017.654795806011 19554.883277294306 42389.760293380328 536.44964981210876 8111.8400965044166 -2361.7141084558825 -21900.741678292412 362074.30061141308 60834.571465532616 146695.94255900351
leaf_weight=3370694 6655 872525 55543 407 1415 1559 369 1286 1322 44 177 39 59 112 120 1480 27 39 254 46 243 79 261 1737 1161 34 70 23 241 143
leaf_count=3370694 6655 872525 55543 407 1415 1559 369 1286 1322 44 177 39 59 112 120 1480 27 39 254 46 243 79 261 1737 1161 34 70 23 241 143
internal_value=0 -167.15 -1752.41 -5890.41 -17065.5 -29319.2 -44114.3 -5122.61 102.864 10555.4 21401.9 132016 -4747.76 14040.9 17868.1 10368 43842.5 73101.1 55109.5 -9703.26 -33448.9 -55588.4 24484.3 -11078.2 29036.8 64450.2 20651.3 64238.9 87078.9 118063
internal_weight=0 947470 74945 19402 6773 3343 1928 3430 12629 4003 2681 83 8626 1971 2598 1912 432 320 293 749 442 322 307 3023 1849 354 1495 334 264 177
internal_count=4318164 947470 74945 19402 6773 3343 1928 3430 12629 4003 2681 83 8626 1971 2598 1912 432 320 293 749 442 322 307 3023 1849 354 1495 334 264 177
is_linear=0
shrinkage=0.1


Tree=1313
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 0 5 6 3 3 3 3 0 0 0 5 4 5 5 4 5 3 3 3 3 3 3 5
split_gain=3.49493e+12 7.40138e+13 2.16504e+14 4.11025e+14 2.63323e+14 4.56884e+14 3.38789e+14 2.69737e+14 2.19535e+14 1.73785e+14 1.70351e+14 1.88267e+14 3.64139e+14 1.54181e+14 1.57115e+14 1.52364e+14 1.50795e+14 1.24741e+14 1.24512e+14 2.97387e+14 2.40704e+14 4.62468e+14 2.8877e+14 1.88107e+14 1.5493e+14 2.91068e+14 1.55432e+14 6.0148e+14 1.68487e+14 1.50495e+14
threshold=37.615058950000012 37.620907050000007 55.762622900000004 55.755036050000008 55.74310830000001 7.5000000000000009 55.719391050000006 55.751981950000008 43.810000000000009 1.5000000000000002 21.500000000000004 14.500000000000002 13.500000000000002 25.500000000000004 55.56564190000001 55.701368300000006 55.784980300000008 55.005000000000003 1.5000000000000002 44.605000000000011 59.810000000000009 2.5000000000000004 47.005000000000003 9.5000000000000018 23.500000000000004 26.500000000000004 15.500000000000002 16.500000000000004 13.500000000000002 71.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 13 -7 -5 18 11 12 16 14 -2 17 -4 -16 19 -9 22 23 -20 29 26 -26 28 -28 -24 -22
right_child=1 -3 10 8 5 7 -8 9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=179.10822239997395 25110.6566746926 -12.708613604593175 124806.37060315584 -44931.916203703702 -109288.38682335537 -331405.92719907407 194119.47900598406 -3206.8084650808241 -417868.67203947366 -44209.296205036924 116522.84082151075 -30046.635097509403 95520.081084035861 99358.993832931519 1048.4676773044091 56660.351613794199 -5037.1329714468848 -37674.799159963317 40855.07784077659 100472.25101385519 54876.000657894743 -49194.666525716559 -38037.578053477118 73941.912482165382 -201233.47619538486 -9984.8585844494064 329982.71200132981 -51746.439075103131 -174572.61681055932 -221366.67560975609
leaf_weight=869963 1669 3431337 95 27 563 27 94 2643 38 1582 163 798 569 160 1683 297 1529 1645 268 309 38 797 213 731 216 126 47 339 157 41
leaf_count=869963 1669 3431337 95 27 563 27 94 2643 38 1582 163 798 569 160 1683 297 1529 1645 268 309 38 797 213 731 216 126 47 339 157 41
internal_value=0 -45.1881 -6653.82 -12088.4 -10893.3 -22392.4 5888.97 -15898.9 -262956 -14764.1 16969.5 11544.1 26678.4 2644.81 -278.176 -11967.5 2558.39 -18092.1 -6902.13 7645.78 -21347.3 4886.52 -52209.5 58099.7 -74924.7 -130773 -49659.7 -5266.46 -95972.7 -88490.5
internal_weight=0 3.4482e+06 16864 13710 13645 8097 5548 7534 65 7507 3154 2991 2193 5454 5294 3625 1624 3328 5925 2952 2973 1607 1366 810 1098 342 756 386 370 79
internal_count=4318164 3448201 16864 13710 13645 8097 5548 7534 65 7507 3154 2991 2193 5454 5294 3625 1624 3328 5925 2952 2973 1607 1366 810 1098 342 756 386 370 79
is_linear=0
shrinkage=0.1


Tree=1314
num_leaves=31
num_cat=0
split_feature=3 1 1 3 2 6 5 1 2 0 5 0 0 0 1 5 3 3 0 1 3 1 2 5 1 3 2 5 5 5
split_gain=3.42826e+12 1.76085e+13 1.87976e+13 1.28531e+14 4.21776e+13 1.87648e+13 1.80417e+13 4.05447e+13 3.10346e+13 3.00652e+13 2.67036e+13 2.32126e+13 2.41697e+13 6.81688e+13 4.82218e+13 4.48643e+13 5.11641e+13 3.78036e+13 5.9639e+13 5.87756e+13 1.38951e+14 1.05799e+14 5.74186e+13 5.01824e+13 7.31209e+13 4.70365e+13 4.35992e+13 4.16297e+13 4.37276e+13 4.16256e+13
threshold=28.500000000000004 60.648383500000008 60.628582700000003 31.500000000000004 7.5000000000000009 1.5000000000000002 110.05000000000001 37.457850350000008 9.5000000000000018 55.885524800000006 142.05000000000004 55.885524800000006 55.801980100000009 55.795550600000006 37.777459000000007 42.205000000000005 31.500000000000004 32.500000000000007 55.87722990000001 37.533784800000006 29.500000000000004 37.503486000000002 4.5000000000000009 63.455000000000005 37.487839250000007 31.500000000000004 20.500000000000004 37.995000000000012 29.050000000000004 39.025000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 11 -8 -9 -10 -11 12 13 -2 17 -15 -17 18 19 21 -21 22 23 -14 -25 -24 -22 28 -19 -29
right_child=1 -3 3 -5 5 -7 7 8 9 10 -12 -13 14 15 -16 16 -18 27 -20 20 26 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=8.0399870161493041 -929.34790175918261 -13363.187752607679 20259.155389793887 -905.947807363788 155936.45245807929 47904.933125000003 -83585.811668526789 67291.732872817098 -8521.7781762099858 145028.0491898148 -7425.3566796875011 -6182.9137984083609 13855.066398173167 -15487.209343804254 160067.67667968752 -174503.70135869566 -47657.321439813415 8703.2684757937368 127531.0527853261 188030.98897441791 7068.7341544743322 -222568.11818181816 -29027.278193936436 214158.61254340282 -11181.956111653646 23214.234607736049 45666.45462699559 -66801.785773809519 67164.89761448506 -3006.5409639663039
leaf_weight=4283289 17045 1113 47 1002 82 20 35 136 205 27 20 7457 133 216 20 46 103 655 46 51 886 22 550 36 24 251 437 105 159 3946
leaf_count=4283289 17045 1113 47 1002 82 20 35 136 205 27 20 7457 133 216 20 46 103 655 46 51 886 22 550 36 24 251 437 105 159 3946
internal_value=0 -987.458 -579.479 11980.3 98638 134754 -1022.77 19495.2 28793.7 8017.01 80154.3 -1292.41 182.195 -1845.02 5003.1 -44605.8 -86817.9 4578.32 14747.3 12576.6 26061.7 -5660.1 -859.319 48104 124022 -12657 19817.9 -513.492 20122.7 -4660.08
internal_weight=0 34875 33762 1151 149 102 32611 423 388 252 47 32188 24731 17410 7321 365 149 7301 2436 2390 1374 1016 994 193 60 801 1323 4865 814 4051
internal_count=4318164 34875 33762 1151 149 102 32611 423 388 252 47 32188 24731 17410 7321 365 149 7301 2436 2390 1374 1016 994 193 60 801 1323 4865 814 4051
is_linear=0
shrinkage=0.1


Tree=1315
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 4 5 2 3 3 4 4 2 0 1 0 3 1 0 1 0 0 1 5 4 4 0 1 0 1
split_gain=3.35797e+12 1.74628e+13 1.64862e+13 1.49464e+13 2.09178e+13 3.13972e+13 2.66413e+13 2.30133e+13 2.22193e+13 3.96912e+13 3.49191e+13 2.29389e+13 2.2149e+13 2.05614e+13 1.57102e+13 1.55634e+13 2.06479e+13 1.94047e+13 2.24386e+13 2.91269e+13 1.37633e+13 2.37532e+13 4.84431e+13 2.63671e+13 1.44509e+13 1.31275e+13 2.06388e+13 2.8828e+13 2.321e+13 3.72624e+13
threshold=20.010000000000002 19.650000000000002 4.5000000000000009 55.727011600000004 44.039893800000009 1.5000000000000002 13.050000000000002 7.5000000000000009 5.5000000000000009 8.5000000000000018 2.5000000000000004 2.5000000000000004 1.5000000000000002 55.751981950000008 39.925119750000007 55.619594000000006 11.500000000000002 39.694727950000008 45.067452850000002 39.007683500000006 43.465905150000005 43.592450450000008 39.739656000000004 16.850000000000005 1.0000000180025095e-35 3.5000000000000004 58.000519000000004 56.249874400000003 56.911498950000002 53.140944450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 6 -6 -4 12 11 10 -10 -7 -8 -5 -14 16 -11 18 19 -18 -1 22 23 24 -22 -15 28 -28 29 -27
right_child=-2 -3 3 13 5 8 7 -9 9 15 -12 -13 14 25 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-25643.449013876583 9.9719488449555165 -4230.8873339769807 10098.078285137444 -15019.703614254699 3531.6865063353166 -8298.3866135176559 3790.5054236209758 66373.857465277775 16610.90744698661 -243.43947525644691 140137.21449908087 -45656.803149618194 -45982.102185499818 -2003.4062541734395 5548.5074643342396 33057.962767959223 49789.545810546879 8454.6681047270577 -83396.028324142157 -57181.138655133931 75675.821399456516 4514.0679709728756 -10659.463813664363 37735.88027007004 181032.09734375001 -26738.580754573173 145008.26740301723 -4907.0646399456518 -89709.603764204541 134586.63547585226
leaf_weight=143 4263643 11555 344 1254 15884 365 165 27 70 492 34 299 415 17034 69 82 40 79 102 70 23 5646 104 58 30 41 29 23 22 22
leaf_count=143 4263643 11555 344 1254 15884 365 165 27 70 492 34 299 415 17034 69 82 40 79 102 70 23 5646 104 58 30 41 29 23 22 22
internal_value=0 -779.825 148.282 -641.198 1363.62 2174.22 -12557.3 -24086.1 -11029.7 -1373.75 56994.5 -25120.9 -27849.4 -2658.2 -38635.8 -8391.44 -12732.2 -33847.3 -49610.8 -18282.7 5008.5 5756.36 38379.6 84326 135311 -1755.44 29075.8 78699.6 -1282.2 29597.2
internal_weight=0 54521 42966 36962 18537 17517 1020 676 1633 969 104 664 649 18425 484 865 783 291 212 110 6004 5861 215 111 53 17171 137 52 85 63
internal_count=4318164 54521 42966 36962 18537 17517 1020 676 1633 969 104 664 649 18425 484 865 783 291 212 110 6004 5861 215 111 53 17171 137 52 85 63
is_linear=0
shrinkage=0.1


Tree=1316
num_leaves=31
num_cat=0
split_feature=5 4 3 5 0 5 0 0 1 1 2 5 3 2 5 0 0 4 1 2 5 5 3 3 0 2 5 4 1 1
split_gain=3.32081e+12 3.59159e+13 9.15125e+13 8.94207e+13 5.72996e+13 7.52784e+13 7.37743e+13 1.06587e+14 7.30045e+13 6.90875e+13 6.72351e+13 2.39437e+14 6.93079e+13 6.30232e+13 7.2586e+13 6.04457e+13 5.90289e+13 7.49432e+13 5.81043e+13 5.70453e+13 8.27877e+13 5.55134e+13 5.50891e+13 7.43107e+13 5.67139e+13 5.24218e+13 4.98344e+13 4.52396e+13 5.35989e+13 6.24594e+13
threshold=97.050000000000011 2.5000000000000004 13.500000000000002 225.45000000000002 52.719210700000012 101.05000000000001 56.24640500000001 56.758269450000007 38.984911950000004 82.897133550000021 9.5000000000000018 107.05000000000001 14.500000000000002 21.500000000000004 120.05000000000001 55.043101600000007 51.636650050000007 1.5000000000000002 30.425002000000003 11.500000000000002 125.85000000000001 177.02500000000003 16.500000000000004 18.500000000000004 59.963407450000012 14.500000000000002 125.85000000000001 1.0000000180025095e-35 37.314272700000011 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 5 25 9 26 10 21 12 -12 -7 18 -15 -11 19 -18 22 20 -10 -6 24 -24 -9 -4 -8 28 29 -2
right_child=1 -3 4 -5 6 8 7 13 16 15 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=16.209717688783748 31141.874229600697 -37.472011378394562 -32046.51958866329 11404.277945167869 -54721.404580521179 222295.942109375 59965.323016231152 82214.294375941274 82988.667193244502 36350.196612930296 377397.76933593751 43241.062274639429 23375.329763685728 13028.130370451276 232427.25 -24466.548287726306 9842.1266170058152 205408.51571180555 -36105.257530130169 -39527.665683829073 -59703.598794450438 20360.456920680528 -85849.789912328823 21442.650679853727 -65133.239919354841 60002.026403808595 187303.13933293271 -22048.076802690081 17184.261240752905 -143105.62734375001
leaf_weight=4175500 36 132607 273 1212 529 20 145 166 136 320 32 65 141 38 25 334 43 36 334 166 58 121 89 235 31 80 39 4740 565 48
leaf_count=4175500 36 132607 273 1212 529 20 145 166 136 320 32 65 141 38 25 334 43 36 334 166 58 121 89 235 31 80 39 4740 565 48
internal_value=0 -474.427 -6235.92 -13138.1 6947.37 26438.7 -1558.83 17489.3 45493.9 -17656.3 87710.2 153478 48086 3565.83 100091 5290.88 20683.3 98961 -3546.58 3505.72 40328.1 -40744.6 17326 -8029.66 59027.6 -11185.7 86955.4 -18657.8 6103.46 -68428.1
internal_weight=0 142664 10057 6601 3456 1050 2406 1102 697 1304 258 97 161 918 63 654 439 79 855 360 194 650 521 324 197 353 184 5389 649 84
internal_count=4318164 142664 10057 6601 3456 1050 2406 1102 697 1304 258 97 161 918 63 654 439 79 855 360 194 650 521 324 197 353 184 5389 649 84
is_linear=0
shrinkage=0.1


Tree=1317
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 1 6 3 3 0 0 5 5 3 1 1 1 0 3 3 0 5 3 0 3 3 0 0 5
split_gain=3.36784e+12 5.03798e+13 1.75376e+14 2.31044e+14 2.27538e+14 1.569e+14 1.7423e+14 1.60815e+14 1.3586e+14 1.30206e+14 3.79323e+14 4.52083e+14 3.60294e+14 3.95308e+14 3.60607e+14 3.04187e+14 7.14574e+14 3.97655e+14 3.21439e+14 4.30585e+14 2.51715e+14 2.3601e+14 2.20893e+14 1.87281e+14 1.82147e+14 1.81917e+14 1.79994e+14 2.99175e+14 3.50172e+14 3.66099e+14
threshold=37.66934650000001 37.516458750000005 56.501468900000013 55.885524800000006 52.710000000000008 56.197733450000008 37.533784800000006 1.5000000000000002 21.500000000000004 8.5000000000000018 55.708120100000009 55.784980300000008 101.05000000000001 32.355000000000011 2.5000000000000004 37.615058950000012 37.559851850000008 37.620907050000007 55.745923000000012 7.5000000000000009 4.5000000000000009 55.762622900000004 66.50500000000001 5.5000000000000009 54.811549550000009 6.5000000000000009 17.500000000000004 55.745923000000012 55.708120100000009 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 8 7 -7 -6 -5 10 -3 12 13 -12 -15 16 -16 18 -17 21 -19 -20 25 -24 -11 -18 27 28 -26 -30
right_child=-2 2 -4 4 5 6 -8 -9 -10 24 11 -13 -14 14 15 17 22 20 19 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-156.2153297514312 -45.959830040124629 -5225.4505895020975 -57514.593458852469 7836.3289104890837 18811.671072841171 43998.87408946568 -14669.246844623329 52368.379307567324 -22561.21050272647 33337.798751665396 6054.0165439405864 -1772.354511251448 -187734.52658482143 -169876.94073988972 20408.833091074179 123915.08514614763 118397.2377462021 198785.80588341347 -120740.23389086453 106850.51765672637 51775.206185877636 222701.15476190476 145987.11162574406 -56555.584732421878 -1554.77893894098 201709.68131285437 3758.0435674433793 -12978.915164442666 42125.151200887463 -342577.63750000001
leaf_weight=770727 3397896 11952 496 8782 3176 731 1646 2595 1766 1529 2195 5199 70 68 904 116 604 130 424 123 1119 21 84 100 35851 463 40921 26099 2352 25
leaf_count=770727 3397896 11952 496 8782 3176 731 1646 2595 1766 1529 2195 5199 70 68 904 116 604 130 424 123 1119 21 84 100 35851 463 40921 26099 2352 25
internal_value=0 169.697 1849.43 2046.99 12443 24995 3372.99 33900.9 2747.02 555.88 7282.59 20148 37896.6 40383.5 58514.7 62313.8 88148.7 33511.8 -27778.3 -58758 67076.5 -104533 137099 35909.6 -929.102 154549 -1426.92 -4725.28 909.635 38079.1
internal_weight=0 920268 149541 149045 18696 8148 2377 5771 10548 130349 23572 11620 6421 6351 4156 4088 2155 1933 684 568 1249 445 1251 184 106777 1067 105248 64327 38228 2377
internal_count=4318164 920268 149541 149045 18696 8148 2377 5771 10548 130349 23572 11620 6421 6351 4156 4088 2155 1933 684 568 1249 445 1251 184 106777 1067 105248 64327 38228 2377
is_linear=0
shrinkage=0.1


Tree=1318
num_leaves=31
num_cat=0
split_feature=3 4 5 5 0 1 2 1 5 5 0 1 5 5 5 5 0 1 1 1 0 5 0 0 0 5 1 0 5 5
split_gain=3.49493e+12 1.04231e+13 2.15105e+13 1.82544e+13 2.25506e+13 2.18037e+13 1.62072e+13 1.55838e+13 1.49271e+13 1.81022e+13 1.14024e+13 2.11935e+13 1.98626e+13 4.37159e+13 5.35774e+13 2.18633e+13 1.90298e+13 2.47892e+13 2.19438e+13 1.47188e+13 1.5088e+13 2.82847e+13 6.68033e+13 1.94341e+13 3.40044e+13 5.02621e+13 2.0663e+13 1.98957e+13 3.48706e+13 2.63475e+13
threshold=2.5000000000000004 1.5000000000000002 93.00500000000001 51.815000000000005 56.911498950000002 44.083877800000003 7.5000000000000009 37.098288800000006 75.750000000000014 59.810000000000009 57.265292900000006 28.619594500000002 91.050000000000011 58.995000000000012 62.995000000000012 84.030000000000015 57.157092150000004 61.880021000000006 65.480823400000006 33.101335500000005 54.864040150000001 225.45000000000002 55.645049100000001 54.648549400000007 54.736324100000012 90.015000000000015 38.633372000000001 44.732363600000006 161.85000000000002 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 8 10 -1 9 -5 11 12 13 -3 -15 -16 19 -18 -19 -13 23 -22 -23 26 25 -25 27 29 -29 -21
right_child=-2 6 -4 4 -6 -7 -8 -9 -10 -11 -12 16 -14 14 15 -17 17 18 -20 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=8199.6144488658592 -14.751277151394138 1589.741432394193 41116.675228780114 -30464.042601330446 29265.088447086986 -5687.0301403078265 86917.315873579544 -1571.9463177859661 3601.6041276041669 -90791.919264190059 -1960.4045733541807 -31479.691823249319 -19066.368468366352 199118.83034274195 8195.4238642939818 121306.23131250002 1884.9875738004357 122771.22661290324 32527.776560129703 5947.172006016096 2850.2649833300547 195605.51125000001 -24100.591759072584 -43241.80511824687 -2646.1347907194945 102902.79496875001 1448.5551015152012 -6716.0920299103836 -114872.2503515625 84792.178583559784
leaf_weight=1744 4205107 127 120 101 82 234 22 25436 45 98 10802 137 70 31 54 25 328 31 206 539 31563 25 31 401 1498 25 34507 4699 30 46
leaf_count=1744 4205107 127 120 101 82 234 22 25436 45 98 10802 137 70 31 54 25 328 31 206 539 31563 25 31 401 1498 25 34507 4699 30 46
internal_value=0 548.667 -1130.41 -1313.17 -19184.7 -27496.2 1097.74 -944.956 -48411.5 -60173.2 1075.57 1516.52 27736.6 41560.3 87708.1 43990 1407.84 19690.1 44331.8 1267.3 1328.46 2976.25 73982.5 80.3658 -9735.6 -34665.2 554.636 -5250.12 -7402.22 12147
internal_weight=0 113057 27860 27740 560 478 85197 27180 244 199 85175 74373 307 237 110 79 74066 565 237 73501 73364 31619 56 41745 1924 426 39821 5314 4729 585
internal_count=4318164 113057 27860 27740 560 478 85197 27180 244 199 85175 74373 307 237 110 79 74066 565 237 73501 73364 31619 56 41745 1924 426 39821 5314 4729 585
is_linear=0
shrinkage=0.1


Tree=1319
num_leaves=31
num_cat=0
split_feature=1 5 5 6 0 0 0 1 2 5 2 1 0 5 5 2 3 3 3 5 3 3 5 5 3 3 5 0 3 2
split_gain=3.35801e+12 1.66072e+13 1.99101e+13 1.76902e+13 4.45177e+13 2.64301e+13 4.78752e+13 4.61249e+13 4.3148e+13 4.80666e+13 4.68977e+13 4.60404e+13 3.99011e+13 4.33277e+13 3.74317e+13 3.24606e+13 3.943e+13 3.17439e+13 2.95438e+13 2.94459e+13 2.85044e+13 9.84067e+13 2.59674e+13 3.67556e+13 2.26879e+13 2.3362e+13 2.18285e+13 2.13406e+13 1.97107e+13 1.95031e+13
threshold=91.398302750000013 85.020000000000024 99.555000000000021 1.5000000000000002 56.028355650000009 56.028355650000009 54.864040150000001 92.815157350000007 12.500000000000002 137.05000000000004 6.5000000000000009 92.896330950000007 56.009576300000013 177.02500000000003 109.05000000000001 13.500000000000002 15.500000000000002 7.5000000000000009 19.500000000000004 150.04500000000004 5.5000000000000009 7.5000000000000009 125.85000000000001 116.06000000000002 21.500000000000004 11.500000000000002 120.05000000000001 48.713222300000005 22.500000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 28 6 15 14 9 11 19 22 13 -12 -7 16 27 -9 -10 -11 -21 -22 23 -8 25 -6 -25 -5 -4 -18
right_child=1 2 3 5 24 7 8 17 18 10 12 -13 -14 -15 -16 -17 29 -19 -20 20 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-16.260915721953943 210.43783418518331 9722.8738794553756 -42723.0507153781 96256.956080163058 8423.2935916711795 38891.151544744316 25490.001186421712 -36106.686349298259 -118872.10636340728 49865.846061594901 155606.07764423077 -54534.711007254467 -95898.737500000003 -28772.726000000002 -109229.2158100329 89657.754562299684 -115383.97213541668 7250.0468902039684 32651.016598233309 248023.34891304348 -61500.266718750005 216563.65633928572 -27775.58444234914 151010.91596235798 -18211.064148569916 84243.120855353875 45191.611339285715 -779.30941682009359 36829.227691291358 -6594.0736778846158
leaf_weight=4176165 133795 4143 371 23 101 22 240 226 31 41 26 70 22 25 76 39 45 668 22 23 20 35 58 44 118 68 35 1552 34 26
leaf_count=4176165 133795 4143 371 23 101 22 240 226 31 41 26 70 22 25 76 39 45 668 22 23 20 35 58 44 118 68 35 1552 34 26
internal_value=0 478.231 4845.53 -130.297 -14693.2 2860.95 8582.85 -10849.7 30728.4 37919.9 79767.8 19944.9 16666.7 65224.3 -75977.7 -511.959 -2648.42 -3710.38 -55975.7 118477 154542 115450 33774 44964.8 15436.9 38930.7 104129 637.728 -36044.6 -75545.4
internal_weight=0 141999 8204 4061 692 3369 2377 992 692 639 192 447 73 51 98 1685 1646 894 53 119 78 55 377 319 287 169 79 1575 405 71
internal_count=4318164 141999 8204 4061 692 3369 2377 992 692 639 192 447 73 51 98 1685 1646 894 53 119 78 55 377 319 287 169 79 1575 405 71
is_linear=0
shrinkage=0.1


Tree=1320
num_leaves=31
num_cat=0
split_feature=5 5 2 3 1 0 0 3 1 1 0 0 4 1 0 1 0 0 1 0 3 1 2 3 3 2 1 1 0 6
split_gain=3.39045e+12 1.64894e+13 4.24841e+13 4.56362e+13 3.7408e+13 3.37136e+13 4.43577e+13 6.59927e+13 3.98292e+13 3.66288e+13 2.76765e+13 8.51165e+13 5.38454e+13 7.15061e+13 5.32887e+13 4.5844e+13 6.80427e+13 4.02713e+13 3.99824e+13 3.81683e+13 5.81471e+13 5.52882e+13 3.0924e+13 3.0071e+13 2.97109e+13 4.06966e+13 3.71227e+13 4.35841e+13 3.26644e+13 2.86301e+13
threshold=142.05000000000004 132.05000000000004 2.5000000000000004 17.500000000000004 38.996948700000011 61.674413550000004 59.932719750000011 20.500000000000004 30.388336800000001 30.362552800000003 55.751981950000008 56.320495600000008 3.5000000000000004 30.370618100000005 56.24640500000001 30.259484550000003 59.950068600000009 56.028355650000009 65.551978750000004 45.029420750000007 12.500000000000002 60.837513500000007 1.5000000000000002 8.5000000000000018 3.5000000000000004 1.5000000000000002 36.585378200000001 37.792847950000002 45.112033650000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -5 6 -4 8 9 -8 19 14 13 22 17 -14 29 -12 23 20 -3 24 -13 -15 25 -21 -26 -28 -29 -17
right_child=-2 2 5 4 -6 -7 7 -9 -10 -11 11 12 15 18 -16 16 -18 -19 -20 21 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-3.3219924455726506 -1276.3923802269564 28541.653666769325 2461.2815405529564 -181997.83988281252 -5438.1158072916669 92626.781171875016 -42375.898219072784 87126.728498263896 34592.865721081151 -152492.41078361744 103902.80512322647 139233.78861607143 170813.13958333334 -54982.516380092071 202085.96981907895 173394.24351562501 -63157.232867324565 -17552.461879006409 15506.905643136162 65849.047116815476 205985.47500000001 26387.143803754403 18062.853069852943 -166446.82684397977 -178502.22730654763 -45706.204744944858 72492.16687174479 6125.7132907936793 -86698.870860015377 48020.803774605549
leaf_weight=4287425 20711 241 7721 20 30 40 357 45 62 33 91 28 27 84 38 20 57 39 56 63 20 337 85 34 21 68 30 55 122 204
leaf_count=4287425 20711 241 7721 20 30 40 357 45 62 33 91 28 27 84 38 20 57 39 56 63 20 337 85 34 21 68 30 55 122 204
internal_value=0 6.1514 4056.46 18115.5 -76062 1043.07 597.295 -28360.1 -39857.7 -51693.4 20853.3 35059.7 17312.1 -13851.7 97915.9 46351 34392.1 67466.2 -54076.6 9526.7 42138.9 -2702.87 48087.5 -87099.4 -30010.2 7942.5 -51816.4 -38964.2 -57855.1 59214.9
internal_weight=0 4.29745e+06 10028 1770 50 8258 8218 497 452 390 1720 763 595 287 168 308 281 130 174 957 261 696 113 118 359 131 228 207 177 224
internal_count=4318164 4297453 10028 1770 50 8258 8218 497 452 390 1720 763 595 287 168 308 281 130 174 957 261 696 113 118 359 131 228 207 177 224
is_linear=0
shrinkage=0.1


Tree=1321
num_leaves=31
num_cat=0
split_feature=3 0 6 1 1 0 5 1 2 3 1 1 2 0 1 3 1 5 1 4 1 1 2 5 5 5 0 5 0 1
split_gain=3.314e+12 1.61859e+13 1.59402e+13 2.59499e+13 9.24554e+13 7.18379e+13 6.30192e+13 1.37705e+14 5.41285e+13 3.49814e+13 2.90196e+13 3.17956e+13 2.66161e+13 2.39036e+13 4.57614e+13 6.05736e+13 6.19713e+13 4.74856e+13 4.38191e+13 3.47512e+13 3.25429e+13 5.54875e+13 4.13752e+13 3.24757e+13 3.2225e+13 3.51618e+13 3.03838e+13 3.38045e+13 6.96349e+13 5.30877e+13
threshold=28.500000000000004 43.514103700000014 1.5000000000000002 37.457850350000008 37.475443250000005 55.851332700000007 73.405000000000015 37.362912300000012 6.5000000000000009 31.500000000000004 37.39371280000001 37.362912300000012 1.5000000000000002 55.784980300000008 37.752451500000006 37.500000000000007 37.914142000000005 91.050000000000011 37.777459000000007 1.5000000000000002 37.487839250000007 37.533784800000006 27.500000000000004 99.555000000000021 51.015000000000008 53.995000000000012 54.970187400000007 57.005000000000003 55.645049100000001 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 8 10 -8 -5 -7 11 -4 -6 26 17 16 18 19 -16 -15 -21 -22 24 -19 -23 -26 -14 29 -29 -28
right_child=1 2 3 4 12 9 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 23 -20 20 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=7.9048749956995863 -90905.955625000002 -1837.2192632425672 7491.425976035036 2397.3783014112901 -80315.937331081077 63822.353035714295 -29670.800127903763 -303129.30220170453 153818.44338304925 -76576.192578125003 82593.908095703126 -38299.243839164403 19545.166262554303 14472.959993843411 46075.016245993589 -51110.293293237439 4637.0212866129286 -120628.80687255861 225245.04642857143 161763.60029633623 -2097.1294398437503 5037.0016971982768 -3233.4904920212766 16100.424532277961 243633.49906250002 101625.31548452939 43055.092106457472 18012.813380214149 -50914.906663887457 -11535.008333479294
leaf_weight=4283289 20 29432 567 31 37 35 113 22 99 36 40 207 464 299 39 189 1196 32 21 29 125 29 47 38 20 136 241 224 424 683
leaf_count=4283289 20 29432 567 31 37 35 113 22 99 36 40 207 464 299 39 189 1196 32 21 29 125 29 47 38 20 136 241 224 424 683
internal_value=0 -970.863 -919.258 4062.75 7248.66 73529.3 -10957 -74234.4 117710 -7365.64 -462.59 -4754.92 4130.85 4868.46 12095 1669.97 9612.22 32047.6 108785 40064.6 59888.1 51612.5 80550.9 -46404.4 101837 119831 -2940.19 -9577.09 -27088 2703.32
internal_weight=0 34875 34855 5423 4474 201 949 135 130 71 814 774 4273 4236 2200 1445 1256 755 60 685 386 357 232 70 185 156 2036 1572 648 924
internal_count=4318164 34875 34855 5423 4474 201 949 135 130 71 814 774 4273 4236 2200 1445 1256 755 60 685 386 357 232 70 185 156 2036 1572 648 924
is_linear=0
shrinkage=0.1


Tree=1322
num_leaves=31
num_cat=0
split_feature=2 1 6 5 3 0 5 3 1 0 2 0 1 3 0 0 2 5 5 5 0 0 3 5 3 4 3 5 3 5
split_gain=3.61429e+12 6.67316e+12 9.68383e+12 2.18053e+13 1.87943e+13 2.35105e+13 1.3717e+13 9.71559e+12 9.68147e+12 1.33009e+13 9.09642e+12 1.108e+13 7.95022e+12 7.78368e+12 1.74496e+13 8.58132e+12 8.25831e+12 7.06483e+12 9.42423e+12 6.98163e+12 6.86368e+12 6.85484e+12 6.60348e+12 2.12495e+13 4.66985e+13 2.80476e+13 3.77232e+13 4.96622e+13 2.34612e+13 3.2986e+13
threshold=27.500000000000004 37.855187800000003 1.5000000000000002 100.05000000000001 34.500000000000007 55.664473600000008 80.815000000000012 32.500000000000007 37.487839250000007 55.674875350000008 28.500000000000004 55.708120100000009 37.475443250000005 31.500000000000004 56.791364150000007 56.281985950000006 30.500000000000004 35.710000000000008 33.805000000000007 46.810000000000009 56.838612000000005 55.664473600000008 28.500000000000004 110.05000000000001 29.500000000000004 2.5000000000000004 32.500000000000007 137.05000000000004 34.500000000000007 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 8 3 7 5 -4 -6 13 9 21 11 -11 17 14 15 -3 -15 18 -12 -16 -9 -2 -1 -24 -25 -26 -27 28 -28 -30
right_child=1 2 4 -5 6 -7 -8 20 -10 10 12 -13 -14 16 19 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=6.8346133215237259 -10711.521143713664 9228.8030058262721 143014.632640625 -43801.988088235295 -43983.106321022729 32078.85337742935 26347.773388020836 22202.523774653171 -2040.1572020367657 42449.721446265248 15058.602925713119 -14296.94576085171 78731.557949218753 -28257.93094688515 10370.910424804688 -48044.859532912233 10426.97607421875 19237.998372012433 -38243.063169126159 64093.923662605928 -8008.7299094210848 -77422.344010416666 -1858.4035542602473 -116944.47447916667 107271.83854166669 58932.650173647038 1705.2164674993146 -59109.512823909346 173169.24529551633 22875.484243164065
leaf_weight=4283202 43 59 25 85 44 81 75 485 3375 41 86 214 20 154 41 47 86 658 54 59 89 24 28625 24 39 151 114 101 23 40
leaf_count=4283202 43 59 25 85 44 81 75 485 3375 41 86 214 20 154 41 47 86 658 54 59 89 24 28625 24 39 151 114 101 23 40
internal_value=0 2484.99 8710.52 4860.11 27620.4 58243 343.078 8915.28 651.114 8618.69 11317.8 -5172.97 16458.6 -2156.64 12102.6 -16166.1 -14395.8 14897.9 -5500.61 42067.5 17518.2 -34607.9 -3.3682 -1504.23 19101.6 26078.4 18697.1 -3157.39 28770.1 77744.6
internal_weight=0 5845 1330 1105 225 106 119 1020 4515 1140 1073 255 818 446 206 106 240 798 140 100 574 67 4.31232e+06 29117 492 468 429 278 177 63
internal_count=4318164 5845 1330 1105 225 106 119 1020 4515 1140 1073 255 818 446 206 106 240 798 140 100 574 67 4312319 29117 492 468 429 278 177 63
is_linear=0
shrinkage=0.1


Tree=1323
num_leaves=31
num_cat=0
split_feature=2 1 5 4 0 6 3 5 3 3 4 5 0 5 5 5 1 0 0 5 2 3 2 5 1 2 0 0 1 1
split_gain=3.37479e+12 1.07605e+13 1.7034e+13 9.7332e+12 1.4285e+13 1.02717e+13 7.1345e+12 6.63763e+12 5.3983e+12 4.10606e+12 2.81864e+13 6.1749e+13 4.15889e+13 3.55615e+13 2.95077e+13 3.90263e+13 3.89397e+13 3.65926e+13 5.87183e+13 7.23038e+13 5.73386e+13 4.34245e+13 5.35663e+13 3.42511e+13 3.31938e+13 4.07069e+13 3.78811e+13 3.10147e+13 2.88638e+13 2.69641e+13
threshold=34.500000000000007 37.582182450000005 51.815000000000005 1.5000000000000002 56.802385350000009 1.5000000000000002 36.500000000000007 39.355000000000011 38.500000000000007 34.500000000000007 2.5000000000000004 137.05000000000004 55.68356880000001 65.50500000000001 97.050000000000011 125.85000000000001 49.073956850000009 55.769960200000007 55.812836050000008 67.990000000000023 13.500000000000002 37.500000000000007 19.500000000000004 59.510000000000012 37.503486000000002 4.5000000000000009 55.751981950000008 55.762622900000004 37.752451500000006 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 7 8 -6 -2 -3 -5 -1 12 13 -11 -12 17 16 -16 24 19 23 -21 -20 -23 29 26 -26 -14 -27 -25 -19
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 11 -13 14 -15 15 -17 -18 18 21 20 -22 22 -24 28 25 27 -28 -29 -30 -31
leaf_value=2.5467167214628721 -29919.752483258926 559.6873697916667 95357.104388786771 -77429.018515625008 -26750.87140625 69397.524124999996 45246.69157608696 77543.177232142858 -22904.002632472828 -48805.690460619342 114466.77427591463 -50684.698278245196 1723.5489596635869 18730.671806730108 34337.184765625003 -23254.381372767861 221542.17953125003 65310.712757286667 -7950.1521723370452 -214504.22780827704 -59407.753573927243 98343.564788886943 -19052.875189651269 -18269.222541920735 98739.239013671875 7650.3815778726994 -87913.166996017157 99457.182238471811 105370.32517857142 -39459.326855907653
leaf_weight=4313208 28 24 34 30 20 25 23 21 46 221 41 130 624 723 25 35 20 26 1554 37 67 89 69 41 72 359 51 41 35 445
leaf_count=4313208 28 24 34 30 20 25 23 21 46 221 41 130 624 723 25 35 20 26 1554 37 67 89 69 41 72 359 51 41 35 445
internal_value=0 11595.1 40530.1 -3221.05 -17987.9 26664.9 3978.84 36485.3 -44427 -0.674022 -2953.22 13027.3 -6701.99 23868.3 -4110.09 55942.1 117539 -5478.8 -12592.5 -38155.7 -114586 -2871.85 47075.5 -23624.1 9176.44 29520 -5049 17060.6 38670 -33675.8
internal_weight=0 251 85 166 121 45 51 45 76 4.31791e+06 4705 894 3811 764 3590 80 45 3510 2363 651 104 1712 158 547 1147 472 675 400 76 471
internal_count=4318164 251 85 166 121 45 51 45 76 4317913 4705 894 3811 764 3590 80 45 3510 2363 651 104 1712 158 547 1147 472 675 400 76 471
is_linear=0
shrinkage=0.1


Tree=1324
num_leaves=31
num_cat=0
split_feature=3 2 6 2 5 0 0 0 0 1 1 1 2 1 4 5 5 2 3 1 1 1 5 1 1 4 1 5 5 6
split_gain=3.31611e+12 5.21654e+13 3.09709e+13 3.07938e+13 3.52008e+13 5.16936e+13 6.9777e+13 3.67244e+13 5.63687e+13 3.99389e+13 3.92679e+13 3.25907e+13 5.21051e+13 5.49078e+13 5.3821e+13 3.23329e+13 4.67301e+13 3.13216e+13 6.57412e+13 4.83643e+13 1.8186e+14 1.25032e+14 1.07151e+14 6.16329e+13 3.50957e+13 3.34972e+13 3.32362e+13 7.05388e+13 5.09741e+13 3.21377e+13
threshold=4.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 114.05000000000001 60.042666650000008 60.693675950000006 43.642715500000008 44.893607100000004 39.694727950000008 47.473138800000008 30.278357500000002 2.5000000000000004 20.507360500000004 4.5000000000000009 161.85000000000002 142.05000000000004 2.5000000000000004 3.5000000000000004 39.969502550000009 39.863684800000009 39.826386800000009 57.405000000000008 39.925119750000007 43.574807850000006 1.5000000000000002 39.726951800000002 54.410000000000004 59.810000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 15 7 11 -7 9 -9 -5 17 12 -6 -14 -15 16 -1 25 19 20 21 26 -22 -24 -21 -11 27 -19 -29 -27
right_child=-2 2 -4 4 5 6 -8 8 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 24 22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=1250.8877330687171 26.918155389062811 4839.7232669653376 -5014.9583818997307 103259.6604876894 -212.76877236402672 128588.19178524926 -6303.7116071428572 6597.9205225754413 -612.32705642789131 -21365.782217335945 14277.424689003697 -9072.2389795966355 -14136.68319627193 -200309.05448113207 -22310.957750000001 23539.752018730738 -39791.323250969537 -1241.8384553328806 -13612.93998251656 -46876.596073695597 67542.513256728867 -246928.52156250004 120650.33075000002 345001.77880859375 8237.4983554901955 -32587.125204737771 -15790.727330002277 233085.17241847829 60867.694990808821 -829.4504501810236
leaf_weight=132547 3945856 3557 30834 33 131 63 98 11543 178721 2740 798 4298 57 53 25 649 278 207 1881 168 228 20 25 24 370 373 309 23 68 2187
leaf_count=132547 3945856 3557 30834 33 131 63 98 11543 178721 2740 798 4298 57 53 25 649 278 207 1881 168 228 20 25 24 370 373 309 23 68 2187
internal_value=0 -285.288 -3995.71 92.3338 -678.994 -9209.95 46480.1 -477.166 -174.893 -6560.47 -6945.14 -11174.5 -45142.2 -88740.3 -143258 1273.78 1164.99 -8909.15 -1297.73 14766.7 28894.9 -917.071 96375.4 230537 -8972.85 -13681.4 7188.74 31016.4 104395 -5456.64
internal_weight=0 372308 34391 337917 204443 4725 161 199718 190264 9454 9421 4564 266 135 78 133474 132825 8623 3323 1442 904 627 277 49 538 5300 607 298 91 2560
internal_count=4318164 372308 34391 337917 204443 4725 161 199718 190264 9454 9421 4564 266 135 78 133474 132825 8623 3323 1442 904 627 277 49 538 5300 607 298 91 2560
is_linear=0
shrinkage=0.1


Tree=1325
num_leaves=31
num_cat=0
split_feature=5 5 1 0 3 0 1 1 0 6 1 1 6 1 1 0 0 1 1 2 2 1 1 1 4 3 5 5 3 0
split_gain=3.3205e+12 2.01674e+13 5.51963e+13 6.6599e+13 5.36199e+13 4.028e+13 4.16405e+13 4.70649e+13 3.49115e+13 3.07451e+13 3.67983e+13 3.07139e+13 3.02199e+13 3.45718e+13 3.055e+13 2.98077e+13 3.87301e+13 8.22057e+13 2.29067e+14 6.67207e+13 7.67542e+13 3.99418e+13 3.10934e+13 2.76101e+13 3.74911e+13 2.69054e+13 2.55498e+13 2.54147e+13 3.62743e+13 2.54084e+13
threshold=42.005000000000003 43.205000000000005 38.058342000000003 59.939091550000008 13.500000000000002 59.896318000000008 30.315880100000005 30.323743050000001 56.054485600000007 1.5000000000000002 30.323743050000001 30.502469200000004 1.5000000000000002 82.784560750000011 83.015546400000019 55.762622900000004 55.777112100000004 37.615058950000012 37.582182450000005 18.500000000000004 10.500000000000002 37.66934650000001 37.726745000000001 30.243224600000001 1.5000000000000002 23.500000000000004 42.605000000000011 42.605000000000011 29.500000000000004 55.727011600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 12 8 -7 -8 15 10 23 25 -4 -14 -15 29 17 18 19 20 -17 -19 -23 24 -5 -9 -22 -18 -29 -2
right_child=1 -3 4 9 -6 6 7 11 -10 -11 -12 -13 13 14 -16 16 27 21 -20 -21 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=114.24625493343224 3959.6943669952461 -6.0436542243032161 -7109.764603382524 -30071.960526664912 -6472.7854709217427 -1004.2406605829258 172723.3324869792 44278.600709001184 -4260.0635044371566 -3130.2207860800472 -5452.8382882743399 -12926.742397822629 -1939.2368561167386 5975.6336328652487 -2047.9741208649293 44022.538651041672 16865.483137190899 -160715.36577380952 310179.46420454548 86639.525119058191 9775.2550130208328 90332.016406250012 -39260.799686535494 -52109.474645003436 63618.604790683967 -40263.733427734376 -113221.47257401317 5323.3026041260446 -47179.130738202264 -8845.7132332233286
leaf_weight=1600872 12795 2586493 7515 220 24819 535 24 639 5046 2753 749 135 45934 12841 7527 150 2213 21 33 154 24 24 81 455 53 40 57 4063 136 1763
leaf_count=1600872 12795 2586493 7515 220 24819 535 24 639 5046 2753 749 135 45934 12841 7527 150 2213 21 33 154 24 24 81 455 53 40 57 4063 136 1763
internal_value=0 -67.3073 -1278.77 2318.66 -2451.81 4089.45 20791.3 34706.1 3226.06 -9374.83 -21014.2 30636.8 -1099.87 -418.674 3010.51 4981.89 10366.8 35984.5 57327.2 35654.2 1663.91 -34818.9 -9639.58 -37024.5 -11882.9 39298.2 -76778 8193.31 3622.82 2408.94
internal_weight=0 2.71729e+06 130799 32163 98636 27933 1373 838 26560 4230 1477 814 73817 66302 20368 21514 6956 544 418 385 231 126 105 728 273 679 81 6412 4199 14558
internal_count=4318164 2717292 130799 32163 98636 27933 1373 838 26560 4230 1477 814 73817 66302 20368 21514 6956 544 418 385 231 126 105 728 273 679 81 6412 4199 14558
is_linear=0
shrinkage=0.1


Tree=1326
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 5 1 6 0 6 3 1 3 1 5 6 3 5 5 5 1 0 0 4 3 1 0 5 5
split_gain=3.31385e+12 3.82042e+13 3.45116e+13 1.24306e+14 3.20509e+14 2.3745e+14 1.71211e+14 1.38287e+14 2.30852e+14 1.4162e+14 1.35371e+14 2.84229e+14 1.79842e+14 1.22373e+14 1.02667e+14 1.39472e+14 1.329e+14 1.45887e+14 9.88241e+13 9.64592e+13 7.88222e+13 7.54568e+13 1.1178e+14 7.14813e+13 7.04227e+13 6.53799e+13 8.79829e+13 1.38967e+14 8.66451e+13 6.24289e+13
threshold=59.834458500000004 28.619594500000002 58.049540950000008 33.101335500000005 30.502469200000004 37.914142000000005 45.005000000000003 30.434657650000002 1.5000000000000002 59.755965500000009 1.5000000000000002 5.5000000000000009 30.578016350000002 3.5000000000000004 30.410108300000001 57.995000000000012 1.5000000000000002 6.5000000000000009 107.05000000000001 82.00500000000001 55.990000000000002 30.207352000000004 59.609407350000005 59.609407350000005 2.5000000000000004 5.5000000000000009 30.102666750000001 59.609407350000005 60.610000000000007 37.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 -5 -6 14 29 13 11 12 24 20 19 -16 -17 -18 -11 21 -10 25 -23 -7 -8 26 -4 -28 -27 -9
right_child=1 -3 3 5 6 23 10 8 9 18 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=14.860702248290039 -63134.034671052628 288.7254547562282 -13811.448278642059 -51591.075725560688 4672.0043625270182 -4234.1041025659661 198843.02172851562 -22953.73197219312 28563.839634486609 -34503.20909012678 21566.714771727566 30182.177815463525 93711.936544103359 4240.9597288369914 2118.5071304779053 -58505.338605385637 101273.69592624094 6032.1798673436715 -244739.30326086958 -22443.960913730491 260031.50786290324 -132309.23540900738 -3894.0525029628475 -26554.451036841761 386691.9676724138 6748.1715918421169 49930.8639672422 -6668.2922389984133 36221.910710494652 -70828.160913736603
leaf_weight=3836790 95 401142 2932 1160 4668 26787 64 398 28 802 3200 837 241 2194 1600 94 461 247 23 2204 31 68 21413 1516 29 5167 682 1192 1236 863
leaf_count=3836790 95 401142 2932 1160 4668 26787 64 398 28 802 3200 837 241 2194 1600 94 461 247 23 2204 31 68 21413 1516 29 5167 682 1192 1236 863
internal_value=0 273.709 -28.0378 -2081.93 921.214 -7247.09 17989.8 -2784.39 -19680.9 -4917.2 32212.4 61304.1 139295 8062.77 -818.653 19178.7 53214 68046.8 -40364.3 -2195.21 150182 -830.016 -4300.56 -5429.65 257420 5820.96 -2994.37 13929.7 12437.6 -55717.9
internal_weight=0 401237 3.91693e+06 80137 50674 29463 9039 41635 4339 3078 4371 1171 334 2253 37296 2402 802 708 825 34894 59 32690 21481 28303 93 11209 4806 1874 6403 1261
internal_count=4318164 401237 3916927 80137 50674 29463 9039 41635 4339 3078 4371 1171 334 2253 37296 2402 802 708 825 34894 59 32690 21481 28303 93 11209 4806 1874 6403 1261
is_linear=0
shrinkage=0.1


Tree=1327
num_leaves=31
num_cat=0
split_feature=0 6 3 0 0 3 5 5 1 0 1 3 1 0 1 3 3 3 1 5 1 0 0 0 1 3 4 3 5 3
split_gain=3.48182e+12 4.95949e+13 7.86899e+13 7.7414e+13 1.09435e+14 2.31114e+14 1.68593e+14 1.14714e+14 1.08744e+14 1.43556e+14 1.84271e+14 4.80957e+14 1.69182e+14 1.58455e+14 1.50732e+14 1.37107e+14 1.42255e+14 3.67406e+14 6.00998e+14 1.89803e+14 1.56636e+14 2.90656e+14 2.28363e+14 1.63302e+14 1.54179e+14 1.52885e+14 1.46961e+14 1.45549e+14 1.3158e+14 1.20526e+14
threshold=57.581016350000006 1.5000000000000002 5.5000000000000009 59.853570100000006 59.846652800000008 7.5000000000000009 86.02500000000002 81.00500000000001 30.468306550000005 59.939091550000008 30.388336800000001 13.500000000000002 30.410108300000001 59.904813200000007 30.362552800000003 7.5000000000000009 16.500000000000004 15.500000000000002 30.315880100000005 54.035000000000004 30.278357500000002 59.882016200000002 59.932719750000011 59.863160500000006 30.305955500000003 17.500000000000004 2.5000000000000004 18.500000000000004 50.805000000000007 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 9 10 14 28 -13 -14 15 -5 17 20 19 -19 22 23 -17 -22 -23 -18 -24 -27 -12 -30
right_child=1 -3 3 8 5 6 -8 -9 -10 -11 11 12 13 -15 -16 16 25 18 -20 -21 21 24 26 -25 -26 27 -28 -29 29 -31
leaf_value=-35.875262850361395 6363.330782788591 883.2705414216606 -3154.5875038642971 43740.437141229733 -147206.67132039994 -12869.636067000431 -72960.315725392764 54303.698321190313 -9355.9428491255294 -1980.5137712624587 40915.826887682168 84384.062431469312 10052.468817021389 -28439.029799796404 -43143.313429880582 -53145.140448801933 48714.473993008782 -48080.492185731848 173724.90461208232 -134774.3260093522 -11998.816512747559 61576.311262848147 1034.7388907090053 84250.345613720856 -3333.9533380402204 -24112.693720423809 138739.80174731184 10018.441877636124 -61675.116133720934 111277.36250732423
leaf_weight=3723780 13402 391117 47465 760 134 5314 455 267 12079 79157 817 285 11514 1179 765 1230 893 655 101 411 243 377 465 642 12462 1428 93 9991 43 640
leaf_count=3723780 13402 391117 47465 760 134 5314 455 267 12079 79157 817 285 11514 1179 765 1230 893 655 101 411 243 377 465 642 12462 1428 93 9991 43 640
internal_value=0 224.756 -1042.33 -1565.07 -4783.17 -17311.6 -14427.9 -9656 -298.074 583.192 5093.46 14384.4 8188.01 6477.15 685.466 1812.45 713.31 -5305.1 -59416.2 -81505.6 -1234.21 2392.86 -29074.1 57822.6 -1427.95 8866.42 23985.6 5750.18 67995.8 100389
internal_weight=0 594384 203267 189865 53635 6170 6036 5581 136230 124151 44994 14478 12978 12693 30516 29751 28991 16679 1167 1066 15512 13724 1788 885 12839 12312 558 11419 1500 683
internal_count=4318164 594384 203267 189865 53635 6170 6036 5581 136230 124151 44994 14478 12978 12693 30516 29751 28991 16679 1167 1066 15512 13724 1788 885 12839 12312 558 11419 1500 683
is_linear=0
shrinkage=0.1


Tree=1328
num_leaves=31
num_cat=0
split_feature=3 0 0 3 0 1 5 3 1 1 0 3 2 1 0 0 5 1 1 4 5 5 1 1 0 3 6 5 2 0
split_gain=3.87308e+12 2.17578e+13 8.01505e+13 9.62414e+13 1.3123e+14 1.07433e+14 9.6962e+13 9.63019e+13 9.37812e+13 9.34691e+13 2.04096e+14 1.40671e+14 1.27152e+14 1.18474e+14 3.39925e+14 9.37021e+13 8.65545e+13 1.03275e+14 9.85821e+13 9.36736e+13 1.11929e+14 8.89925e+13 8.35862e+13 1.20513e+14 1.08165e+14 7.98292e+13 7.6839e+13 7.78941e+13 9.80906e+13 7.32433e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 8.5000000000000018 45.022371150000005 38.92948375000001 116.06000000000002 5.5000000000000009 38.984911950000004 38.969379750000009 45.112033650000008 6.5000000000000009 1.5000000000000002 38.984911950000004 45.055827000000008 45.091904500000005 34.920000000000009 40.247294600000011 40.810045900000013 4.5000000000000009 177.02500000000003 46.810000000000009 37.914142000000005 37.737121850000008 44.874285750000006 6.5000000000000009 1.5000000000000002 85.020000000000024 1.5000000000000002 45.254062050000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 29 -8 10 15 12 -12 14 -11 22 -15 19 21 -18 -21 -19 23 24 25 -9 -24 -28 -29 -1
right_child=-2 -3 -4 4 5 6 8 9 -10 13 11 -13 -14 16 -16 -17 17 18 -20 20 -22 -23 26 -25 -26 -27 27 28 -30 -31
leaf_value=1031.4515558695946 85.482842645752044 -262.86141947287615 6446.6746093781185 -54.519078063842507 24680.571643663425 5857.9898338873372 138424.35382382455 6844.2705247545009 10789.047304047132 -65877.275589057739 -67723.598390355604 13286.728171632029 87740.99724914768 3325.3239616217311 37748.37721247111 -36476.654934790829 -10617.030134285989 236075.51204044116 814.99772336564604 132705.46751771908 -45871.368657670457 5550.6950106534096 -9051.9400011721045 -34254.341065022672 -7676.33964519247 65651.287100343121 16231.45037497532 115436.85723958335 -39473.630634502879 -6353.1284836088244
leaf_weight=188788 2379540 1586110 22025 35079 3913 20210 109 611 122 1025 58 1045 566 9605 458 713 29383 34 9700 97 55 33 2135 1361 4358 371 5709 45 446 14460
leaf_count=188788 2379540 1586110 22025 35079 3913 20210 109 611 122 1025 58 1045 566 9605 458 713 29383 34 9700 97 55 33 2135 1361 4358 371 5709 45 446 14460
internal_value=0 -104.925 605.699 216.435 3860.77 9500.27 6594.32 -582.639 71015.2 -3845.97 2468.94 35720.8 73290.8 -6028.8 -33874.2 -1054.93 -5184.45 -7264.15 1649.97 -10212 68088.8 122533 624.748 -7690.67 -920.414 29061.6 7310 12944.3 -25276.1 506.078
internal_weight=0 1.93862e+06 352514 330489 59433 24354 20441 271056 231 67808 17418 1669 624 50390 1483 15749 48907 39302 9767 29535 152 67 15036 6701 5340 982 8335 6200 491 203248
internal_count=4318164 1938624 352514 330489 59433 24354 20441 271056 231 67808 17418 1669 624 50390 1483 15749 48907 39302 9767 29535 152 67 15036 6701 5340 982 8335 6200 491 203248
is_linear=0
shrinkage=0.1


Tree=1329
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 0 5 4 5 3 5 1 5 0 0 1 3 5 3 4 0 0 5 3 3 1 0 3 0 3
split_gain=3.90972e+12 2.74728e+13 6.257e+13 3.8786e+13 3.73503e+13 5.08848e+13 3.41917e+13 4.57881e+13 3.41043e+13 3.02976e+13 2.80801e+13 2.72888e+13 3.91591e+13 3.60155e+13 3.43565e+13 7.49704e+13 6.52759e+13 6.28481e+13 4.45886e+13 4.38525e+13 4.17682e+13 9.92032e+13 4.57518e+13 4.10154e+13 7.00862e+13 1.01592e+14 4.76683e+13 6.35889e+13 4.79311e+13 6.75873e+13
threshold=43.574807850000006 42.09605220000001 44.226894250000008 59.510000000000012 43.592450450000008 43.514103700000014 128.92000000000004 4.5000000000000009 125.85000000000001 4.5000000000000009 81.910000000000011 44.005491150000005 36.515000000000008 56.501468900000013 56.197733450000008 43.868031300000006 9.5000000000000018 177.02500000000003 6.5000000000000009 1.0000000180025095e-35 43.514103700000014 55.299834250000011 69.610000000000014 18.500000000000004 24.500000000000004 43.94115175000001 56.281985950000006 17.500000000000004 56.301440000000007 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 -6 9 -3 -8 -7 12 -2 14 15 16 17 20 -19 -16 -14 22 -22 26 -25 -26 -21 28 29 -28
right_child=11 2 3 -5 6 10 7 -9 -10 -11 -12 -13 13 -15 19 -17 -18 18 -20 23 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-50.382234427770499 -2327.8816273844518 -5525.5692734230724 -4946.8731034759903 -16987.256570495709 1530.3753569153719 -51567.444882249103 -10567.089322916669 -42486.934125 -93872.524259440106 90108.621335601812 -176192.83549107146 31.833249945750374 8105.1274518231849 -45003.920959073737 117215.22292410716 -30423.864932305401 -13564.823307329176 48253.868812500004 224923.13269531252 11353.409743336993 -20175.159899554026 3978.2214064070463 -71252.617220195491 -18584.132749204025 -9543.8530105590817 52435.281550386426 -4925.0120071225056 28155.749146453512 4190.2257136966318 -58025.169399061313
leaf_weight=2109152 15339 1506 10468 3594 18044 130 39 50 45 128 21 2109068 7844 153 35 785 2468 50 20 11660 771 3474 227 1771 720 418 2706 981 16234 263
leaf_count=2109152 15339 1506 10468 3594 18044 130 39 50 45 128 21 2109068 7844 153 35 785 2468 50 20 11660 771 3474 227 1771 720 418 2706 981 16234 263
internal_value=0 -95.8567 -2914.74 -8024.18 684.363 -13483.9 2004.9 41462.9 -8088.83 66597.5 -68899.5 94.4548 2098.02 3440.23 3587.21 -305.774 1285.9 4245.01 98730.8 5337.31 3707.99 -4004.71 -31793 5224.64 -6141.67 13221.8 6262.97 3322.3 2053.66 -9628.73
internal_weight=0 2.14318e+06 34025 14062 19963 1702 18261 217 1551 167 151 2.17499e+06 65919 50580 50427 15639 14854 12386 70 34788 12316 4472 998 34753 2909 1138 31844 20184 19203 2969
internal_count=4318164 2143177 34025 14062 19963 1702 18261 217 1551 167 151 2174987 65919 50580 50427 15639 14854 12386 70 34788 12316 4472 998 34753 2909 1138 31844 20184 19203 2969
is_linear=0
shrinkage=0.1


Tree=1330
num_leaves=31
num_cat=0
split_feature=1 1 5 0 3 0 5 5 5 5 0 5 0 5 0 1 3 0 1 0 1 3 1 5 4 3 3 5 6 3
split_gain=3.51963e+12 3.48444e+13 3.52942e+13 2.99079e+13 3.21471e+13 3.1882e+13 3.56991e+13 3.59119e+13 8.01383e+13 3.9106e+13 2.44804e+13 2.36227e+13 2.3155e+13 6.09976e+13 7.9529e+13 8.59325e+13 9.34481e+13 7.22513e+13 8.90669e+13 7.07654e+13 6.16338e+13 6.54139e+13 6.45201e+13 6.12059e+13 6.01076e+13 5.71091e+13 6.47212e+13 1.2072e+14 6.80053e+13 6.95595e+13
threshold=39.704585000000002 39.714575750000009 63.145000000000003 47.208883950000008 10.500000000000002 43.642715500000008 51.015000000000008 58.755000000000003 56.835000000000008 53.995000000000012 45.133160800000006 41.505000000000003 57.60800230000001 36.995000000000012 58.049540950000008 56.135466100000009 14.500000000000002 58.000519000000004 60.479177250000006 60.693675950000006 57.550671000000001 16.500000000000004 104.38035940000002 120.05000000000001 3.5000000000000004 3.5000000000000004 15.500000000000002 161.85000000000002 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -8 -7 -6 -3 -14 15 16 -15 -17 25 20 21 -16 23 -22 -25 -19 27 28 29 -27
right_child=1 12 -4 -5 11 10 7 -9 -10 -11 -12 -13 13 14 19 17 -18 18 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-105.4458461870489 -8689.4032608859525 -30.798148459795925 12965.677879262244 3765.3366387659612 -12584.647320407776 -82814.566001674102 100115.7312453497 -8287.5303295135509 215521.66860677084 -29071.873831810139 -4211.9261347656247 -73495.610836884473 -2427.3014370907958 3669.9743346134005 1181.3427116358919 6120.074837887767 -10186.47832919145 -41923.276286294429 -44750.670272188407 2230.7211072819168 -14300.604988071798 -27136.163971133472 27955.101745738881 -3237.8660725911459 -215560.05424479168 94150.850507746523 10129.84526025346 264771.42776988639 22281.759184586408 31250.643943282696
leaf_weight=1826521 664 2324712 3919 10934 123 84 42 96 30 53 75 132 34750 36038 10426 19027 5627 142 215 30678 6660 885 366 24 30 296 2524 22 2636 433
leaf_count=1826521 664 2324712 3919 10934 123 84 42 96 30 53 75 132 34750 36038 10426 19027 5627 142 215 30678 6660 885 366 24 30 296 2524 22 2636 433
internal_value=0 77.298 4706.87 2061.05 -12284.3 -4509.56 2897.55 37710.9 73037.6 28042.6 -45737.8 -44115 47.0911 1247.99 2348.72 4589.89 1798.61 9187.58 18499.2 -709.608 -5614.37 -1034.29 -12931.5 -15160.3 -121195 20745.8 22251.3 31284.3 29757.8 56790.4
internal_weight=0 2.49164e+06 16152 12233 1299 1044 885 221 125 95 159 255 2.47549e+06 150779 116029 66960 41665 25295 6268 49069 18391 11311 7080 6714 54 6053 5911 3387 3365 729
internal_count=4318164 2491643 16152 12233 1299 1044 885 221 125 95 159 255 2475491 150779 116029 66960 41665 25295 6268 49069 18391 11311 7080 6714 54 6053 5911 3387 3365 729
is_linear=0
shrinkage=0.1


Tree=1331
num_leaves=31
num_cat=0
split_feature=5 2 1 0 3 5 1 1 0 5 0 1 5 1 5 3 2 0 4 3 3 1 0 3 3 5 1 5 1 0
split_gain=3.67964e+12 1.8571e+13 2.59696e+13 2.83194e+13 2.12743e+13 3.21318e+13 2.84581e+13 3.01653e+13 2.77959e+13 2.59563e+13 3.64537e+13 5.16831e+13 7.35189e+13 4.94855e+13 3.6828e+13 2.55662e+13 2.64733e+13 2.52865e+13 3.61707e+13 3.55258e+13 6.33805e+13 4.78713e+13 6.22671e+13 3.82122e+13 3.67896e+13 1.02612e+14 8.20796e+13 4.84171e+13 3.90956e+13 3.01982e+13
threshold=42.005000000000003 1.5000000000000002 30.451272450000005 59.882016200000002 4.5000000000000009 13.050000000000002 83.015546400000019 83.053286850000021 50.565831500000009 40.005000000000003 57.178027650000011 38.422276900000007 41.005000000000003 39.071052600000009 41.305000000000007 36.500000000000007 18.500000000000004 55.56564190000001 1.5000000000000002 13.500000000000002 7.5000000000000009 37.692869000000009 55.801980100000009 11.500000000000002 11.500000000000002 40.905000000000008 37.457850350000008 40.205000000000005 37.559851850000008 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -8 -9 -6 11 12 15 -13 -15 17 -17 -11 19 20 29 22 24 -24 25 28 -27 -26 -22 -19
right_child=-2 4 -4 -5 9 6 7 8 -10 10 -12 13 -14 14 -16 16 -18 18 -20 -21 21 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-4.8108015905959842 -70.853781559083473 17368.169671041509 738.21533624747599 10663.494174213905 -98.792493604960868 -2143.8368178115234 24319.67099277462 54803.402842881951 1495.5985240311402 5332.8532665116836 -2589.1754384028222 -4134.1453801481166 8860.3404798892716 3702.4148794302223 87.910778146027823 151106.35788352272 19060.697136579241 41410.129668458045 10472.141584133844 -2100.2270998517606 -12440.131928555929 -4107.3730530616194 -36742.357769985472 20333.456971291936 -189947.58210937501 -17985.735405177697 -191207.6082395392 -70548.415342664928 104475.26908486856 -19944.404650878907
leaf_weight=4469 2717292 901 207506 5614 1085256 88841 662 99 8162 5674 23138 18180 21004 45558 73939 22 49 242 1751 8006 126 661 276 204 40 51 59 225 37 120
leaf_count=4469 2717292 901 207506 5614 1085256 88841 662 99 8162 5674 23138 18180 21004 45558 73939 22 49 242 1751 8006 126 661 276 204 40 51 59 225 37 120
internal_value=0 120.266 979.036 5935.07 -14.8177 -1429.89 -1603.13 3780.37 2134.44 93.8665 1142.63 1632.62 4869.13 726.453 1465.93 90.4987 59976.3 -152.856 -2791.09 -5102.62 -16879.8 -25062.3 -38668.5 -12485.1 -62029.2 -36265.2 -110896 -88570.9 14098.9 21071.6
internal_weight=0 1.60087e+06 217589 10083 1.38328e+06 98665 97764 8923 8261 1.28462e+06 199362 176224 38547 137677 119497 17543 71 17472 11798 10047 2041 1679 1018 480 538 273 110 265 163 362
internal_count=4318164 1600872 217589 10083 1383283 98665 97764 8923 8261 1284618 199362 176224 38547 137677 119497 17543 71 17472 11798 10047 2041 1679 1018 480 538 273 110 265 163 362
is_linear=0
shrinkage=0.1


Tree=1332
num_leaves=31
num_cat=0
split_feature=0 2 2 3 1 3 5 0 5 1 1 3 5 0 4 0 0 2 0 1 6 5 3 5 2 3 2 5 3 5
split_gain=3.33834e+12 1.56579e+13 3.73235e+13 5.28913e+13 8.93365e+13 7.11153e+13 6.94353e+13 1.39448e+14 5.02045e+13 6.20366e+13 8.49876e+13 6.32891e+13 5.90294e+13 5.18828e+13 5.14707e+13 5.03293e+13 7.32568e+13 1.10542e+14 5.89421e+13 4.99694e+13 6.45202e+13 5.89877e+13 6.10196e+13 1.07997e+14 1.9489e+14 1.12916e+14 1.02968e+14 3.49923e+14 9.02733e+13 8.41147e+13
threshold=45.098908000000009 12.500000000000002 6.5000000000000009 15.500000000000002 39.787929450000007 8.5000000000000018 107.05000000000001 44.580511600000001 125.85000000000001 39.726951800000002 38.975980350000007 22.500000000000004 59.510000000000012 45.087005000000012 4.5000000000000009 45.047272400000004 45.029420750000007 10.500000000000002 45.063245200000004 39.488326500000007 1.5000000000000002 46.810000000000009 10.500000000000002 47.005000000000003 10.500000000000002 13.500000000000002 8.5000000000000018 99.555000000000021 9.5000000000000018 55.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 12 10 14 -12 -5 -14 15 16 -10 -18 -17 -7 -21 -22 28 24 -24 -25 27 -27 -23 -28
right_child=-2 -3 3 8 -6 19 7 -9 9 -11 11 -13 13 -15 -16 18 17 -19 -20 20 21 22 23 25 -26 26 29 -29 -30 -31
leaf_value=569.42902369049739 -33.823037794568926 1687.0869920044934 -5829.1517298059707 -1327.0658054363746 -4638.3408989270847 3657.4318145490161 65536.856962719306 -119812.89715619461 -18308.981111409994 -66050.094705287396 113827.43728367661 -21152.475838955968 -6102.5385557529444 -24415.84096700008 153174.58063858698 -147786.70788517443 141158.69216911765 -98052.060761962901 -4394.9766033793603 44695.410997902771 26767.975436079632 -13393.720529935277 83222.469625000012 -20990.312223605259 -271023.78020674543 54120.030161313654 -48466.748034274198 -392007.91711077013 62042.266896927722 133943.64140054744
leaf_weight=357480 3761543 65009 4118 46976 20116 32028 57 141 167 70 165 44 24339 1652 23 43 85 25 86 637 1290 309 25 1072 41 108 31 21 326 137
leaf_count=357480 3761543 65009 4118 46976 20116 32028 57 141 167 70 165 44 24339 1652 23 43 85 25 86 637 1290 309 25 1072 41 108 31 21 326 137
internal_value=0 228.57 35.7009 -1386.76 805.354 3519.85 -8610.39 -66454.6 -3185.58 23315.1 33120.1 85410.6 -3442.72 -7266.54 7645.24 -599.037 23428.1 86792.6 -52192.2 4973.12 15515.7 9983.75 -475.991 -11897.2 -136840 -5873.64 48688.9 -18505.4 25334 100285
internal_weight=0 556621 491612 134132 60457 40341 4316 198 73675 708 638 209 72967 25991 429 406 277 110 129 36025 3997 3360 2070 1435 66 1369 297 129 635 168
internal_count=4318164 556621 491612 134132 60457 40341 4316 198 73675 708 638 209 72967 25991 429 406 277 110 129 36025 3997 3360 2070 1435 66 1369 297 129 635 168
is_linear=0
shrinkage=0.1


Tree=1333
num_leaves=31
num_cat=0
split_feature=3 4 5 1 1 3 3 1 2 5 5 1 0 0 0 3 6 0 1 0 1 1 6 3 0 6 6 5 3 1
split_gain=3.56446e+12 2.33825e+13 6.4835e+13 1.04882e+14 1.70287e+14 1.0215e+14 9.19598e+13 1.18776e+14 9.71341e+13 1.17003e+14 8.8124e+13 8.87547e+13 1.07949e+14 1.23383e+14 9.05555e+13 1.19043e+14 8.69284e+13 8.33434e+13 7.25018e+13 6.97085e+13 6.97044e+13 1.91758e+14 1.15926e+14 8.30934e+13 8.81617e+13 1.4744e+14 1.11799e+14 1.00985e+14 1.29631e+14 1.5695e+14
threshold=9.5000000000000018 1.5000000000000002 59.025000000000013 30.160599000000001 30.278357500000002 7.5000000000000009 8.5000000000000018 30.243224600000001 2.5000000000000004 71.00500000000001 43.205000000000005 39.969502550000009 59.932719750000011 59.609407350000005 59.982527000000012 6.5000000000000009 1.5000000000000002 59.950068600000009 30.243224600000001 44.226894250000008 30.332994000000003 30.323743050000001 1.5000000000000002 4.5000000000000009 59.939091550000008 1.5000000000000002 1.5000000000000002 48.945000000000007 8.5000000000000018 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 16 8 -8 9 -7 -1 12 13 19 18 -16 -5 -18 -14 -12 21 23 -22 -20 25 -25 -26 -28 29 -29
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 11 -13 14 -15 15 -17 17 -19 20 -21 22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=126.61302278603296 82.006360522498142 -358.85265426702978 32408.625708506061 138783.478515625 -7569.6718687703969 -140344.266875 -92611.708937500007 151985.31860532408 -191869.80897863052 151145.38225446429 -20504.726993004715 8907.9736437164702 -76415.191292842748 -21830.749452475822 20277.3131415112 -43974.368502999598 -144503.88658608493 8145.5439879261367 -70775.138865064539 2138.5912081207966 -54371.091234447347 202398.33840967467 39312.147421300549 98631.373057556164 -98.967916860429071 -105439.30691105771 22676.435654602054 198988.78198863636 282650.32825362048 -33069.41204637097
leaf_weight=623274 2379540 1248542 588 32 7382 40 75 27 136 21 1431 23691 62 2578 770 461 53 110 69 27242 216 73 340 384 630 39 200 55 41 62
leaf_count=623274 2379540 1248542 588 32 7382 40 75 27 136 21 1431 23691 62 2578 770 461 53 110 69 27242 216 73 340 384 630 39 200 55 41 62
internal_value=0 -100.658 366.486 -8331.87 -11373.4 -68214.4 -104937 -27865.4 -144843 -39995.4 474.498 4190.86 965.94 -875.57 17882.2 -3784.45 -11905.8 -41488.9 30167.6 1008.52 33300.9 44178.7 2917.22 36374.7 41614.5 79816.3 25258.8 69882.8 129638 76017.8
internal_weight=0 1.93862e+06 690082 8464 7876 494 299 102 197 61 681618 58344 34653 31251 3402 1231 195 163 2171 28673 2109 1553 556 1480 1411 423 988 358 158 117
internal_count=4318164 1938624 690082 8464 7876 494 299 102 197 61 681618 58344 34653 31251 3402 1231 195 163 2171 28673 2109 1553 556 1480 1411 423 988 358 158 117
is_linear=0
shrinkage=0.1


Tree=1334
num_leaves=31
num_cat=0
split_feature=5 4 6 0 0 1 0 1 3 2 1 1 1 1 0 3 3 0 1 5 5 3 0 1 5 0 1 0 3 5
split_gain=3.43176e+12 3.75607e+13 2.98533e+13 2.91376e+13 7.67283e+13 1.19194e+14 4.89103e+13 5.18686e+13 7.88934e+13 5.10535e+13 4.47921e+13 9.71039e+13 7.49048e+13 8.76742e+13 8.41825e+13 6.93686e+13 1.49967e+14 1.85207e+14 1.04576e+14 7.35311e+13 9.77146e+13 6.92991e+13 1.38959e+14 9.82296e+13 6.40064e+13 6.34822e+13 6.26389e+13 6.11269e+13 5.19482e+13 9.36755e+13
threshold=78.010000000000005 2.5000000000000004 1.5000000000000002 53.973051950000006 54.934662400000008 20.507360500000004 53.37994195000001 91.398302750000013 6.5000000000000009 9.5000000000000018 56.135466100000009 78.608766650000021 55.912026600000011 55.957851400000003 54.736324100000012 9.5000000000000018 5.5000000000000009 54.736324100000012 39.767857750000005 94.040000000000006 93.00500000000001 11.500000000000002 54.736324100000012 56.022377500000012 84.030000000000015 54.725565150000001 45.148007750000012 54.864040150000001 4.5000000000000009 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 9 -8 -9 -3 12 -12 15 14 25 16 -7 18 19 20 -18 23 -23 -15 -16 -14 -20 -19 29 -13
right_child=1 3 -4 4 -6 10 7 8 -10 -11 11 28 13 21 24 -17 17 27 26 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-30.739885131026359 1288.0441237412563 839.73339483786185 -3686.5754162596372 -9204.5386691846234 694.32187293259813 -1222.1546942010236 -21978.137814987364 43957.098012807241 -15675.233089312977 -4410.5119122217948 -57768.575807450456 38235.852345821913 100301.92649658205 61750.106133499154 16468.749030671297 -5375.2527665656307 54259.15657884247 -61838.051771271537 -70443.073997961954 96452.200312738598 -136904.46311961208 -24310.245574185363 37729.770248801498 -2121.9998861994768 200063.67084312439 29788.807306139981 31761.422873338761 13680.639546165148 1797.4452027824791 -145140.46206896551
leaf_weight=3859289 17436 73787 39151 3437 283096 2186 2125 349 609 24728 246 707 160 640 27 2198 343 195 69 573 29 797 660 386 64 632 458 238 3520 29
leaf_count=3859289 17436 73787 39151 3437 283096 2186 2125 349 609 24728 246 707 160 640 27 2198 343 195 69 573 29 797 660 386 64 632 458 238 3520 29
internal_value=0 258.533 -2153.76 597.852 1092.55 7500.26 -866.262 -13269.1 6048.86 -478.117 11555.8 3318.44 15396.8 27436.4 54500.1 8952.94 16651.2 37160.9 54072 73976.5 39356.6 17812.1 3792.99 37720.2 145590 44033.9 18379.8 -20328.9 6849.31 31010.4
internal_weight=0 458875 56587 402288 300690 17594 101598 3083 958 98515 14157 4502 9655 3366 883 6289 4091 1905 1472 945 372 2483 1457 1026 91 792 527 433 4256 736
internal_count=4318164 458875 56587 402288 300690 17594 101598 3083 958 98515 14157 4502 9655 3366 883 6289 4091 1905 1472 945 372 2483 1457 1026 91 792 527 433 4256 736
is_linear=0
shrinkage=0.1


Tree=1335
num_leaves=31
num_cat=0
split_feature=5 1 1 3 0 3 1 1 0 3 0 6 0 0 0 0 5 0 0 3 3 5 3 1 1 6 1 2 4 5
split_gain=3.71352e+12 3.8088e+13 7.00502e+13 6.44991e+13 5.1502e+13 4.97944e+13 6.47176e+13 5.02951e+13 5.23875e+13 4.22529e+13 5.41606e+13 4.72721e+13 7.57237e+13 1.13717e+14 4.09885e+13 8.25314e+13 1.17327e+14 7.93494e+13 5.24795e+13 8.63263e+13 9.21306e+13 8.49565e+13 8.44976e+13 7.15612e+13 7.57214e+13 6.71412e+13 6.65235e+13 7.83417e+13 6.57265e+13 9.81155e+13
threshold=112.04500000000002 37.889331900000009 37.516458750000005 3.5000000000000004 55.851332700000007 17.500000000000004 37.869926150000005 37.559851850000008 55.455204450000004 23.500000000000004 55.535913550000011 1.5000000000000002 55.719391050000006 55.842510000000011 59.609407350000005 56.054485600000007 177.02500000000003 55.975961550000008 59.896318000000008 6.5000000000000009 3.5000000000000004 123.15000000000002 13.500000000000002 30.410108300000001 30.315880100000005 1.5000000000000002 30.434657650000002 10.500000000000002 1.5000000000000002 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 -4 6 7 8 -5 11 -11 -7 -13 -14 15 17 -17 -2 19 20 -16 25 23 24 -21 -22 -24 -28 29 -20
right_child=1 -3 3 5 -6 9 -8 -9 -10 10 -12 12 13 -15 18 16 -18 -19 28 22 21 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=11.837588598354674 -4053.8276289574496 -2039.5149260539065 -12388.334517144098 190994.52419363841 -160093.44438476564 35367.002136528201 149733.65597521194 23564.723042475649 53049.296853803302 -98388.042232142863 31099.674043015362 -7694.8542653729837 -339272.20890625002 -58688.893500225364 -50840.87898309427 -92941.243786112464 67248.182871009558 112514.5797934322 239288.4766826923 -41769.678076039912 -144647.69810267858 122256.10078007626 18703.698962825179 -101128.39099855887 66235.797763671886 50771.799450231483 247002.79327855606 24746.750848214288 -111.25843362879046 31020.478882677802
leaf_weight=4248930 5703 52714 90 35 32 82 47 1241 129 35 419 124 20 52 61 216 58 59 26 185 21 208 664 103 100 108 29 35 6464 174
leaf_count=4248930 5703 52714 90 35 32 82 47 1241 129 35 419 124 20 52 61 216 58 59 26 185 21 208 664 103 100 108 29 35 6464 174
internal_value=0 -726.48 3463.31 19630.3 -51130.7 23583 34304 30442.7 82488.8 2316.73 21117.1 -28386.1 -55058.3 -136629 840.476 -5410.13 -59032.5 -2860.23 5453.91 22260.3 62245.5 82715.2 8000.39 -29690.8 -3873.02 18959.3 28088.6 125457 1635.64 58095.3
internal_weight=0 69234 16520 2306 122 2184 1452 1405 164 732 454 278 196 72 14214 6036 274 5762 8178 1514 398 337 1116 388 285 129 728 64 6664 200
internal_count=4318164 69234 16520 2306 122 2184 1452 1405 164 732 454 278 196 72 14214 6036 274 5762 8178 1514 398 337 1116 388 285 129 728 64 6664 200
is_linear=0
shrinkage=0.1


Tree=1336
num_leaves=31
num_cat=0
split_feature=0 2 3 1 1 3 2 1 1 1 0 3 1 4 4 5 5 5 1 5 5 5 4 2 5 5 5 5 5 5
split_gain=3.20493e+12 2.21466e+13 1.99381e+13 2.14312e+13 8.95846e+13 5.06591e+13 3.31867e+13 2.56419e+13 3.07494e+13 2.84275e+13 2.37854e+13 1.74183e+13 1.70458e+13 1.64957e+13 1.6172e+13 5.54522e+13 2.7028e+13 2.13009e+13 1.55757e+13 1.80856e+13 1.63147e+13 6.09376e+13 1.50438e+13 1.49833e+13 1.48032e+13 1.69667e+13 3.04678e+13 6.72212e+13 1.51246e+13 2.00544e+13
threshold=61.785186750000001 16.500000000000004 5.5000000000000009 34.359746700000009 35.911716050000003 7.5000000000000009 6.5000000000000009 49.964253350000007 53.243495500000009 53.664171200000006 63.563300600000012 10.500000000000002 30.502469200000004 2.5000000000000004 2.5000000000000004 66.990000000000023 75.750000000000014 61.405000000000008 114.17164950000002 19.650000000000002 48.035000000000004 47.815000000000005 3.5000000000000004 4.5000000000000009 77.00500000000001 81.910000000000011 90.015000000000015 92.035000000000011 66.040000000000006 59.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 14 5 -5 -7 11 -9 10 -10 -6 -2 -13 15 17 -16 -4 -11 23 21 -21 -18 -20 28 -26 -27 -28 29 -22
right_child=1 -3 3 4 7 6 -8 8 9 18 -12 13 -14 -15 16 -17 22 -19 19 20 24 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=7.1682527237040432 -91020.502201704541 66137.995347532938 -13675.74555161249 220080.92962962962 18808.832280227063 -15810.740309979839 139044.13062207031 -27332.114186776118 49199.098553804179 -5051.8199500379778 9463.9623686956602 -7626.4113827645579 -2946.9337125573602 26009.243550618492 21848.613476870567 -118216.57596124389 -71663.292940848216 78227.602944711543 5897.7872758345175 1650.2153158950368 27568.231322694977 -100949.37474798388 -1195.1653595895477 118029.07106370194 -33061.738311238929 56071.431503392268 -113374.66819661458 32074.995433011965 41738.258146737709 -14097.492300160728
leaf_weight=4288474 22 49 840 27 1474 31 25 386 199 3375 620 606 19260 192 317 51 56 26 22 873 290 62 66 26 127 95 48 94 239 192
leaf_count=4288474 22 49 840 27 1474 31 25 386 199 3375 620 606 19260 192 317 51 56 26 22 873 290 62 66 26 127 95 48 94 239 192
internal_value=0 -1035.39 -1146.44 2392 4157.23 107568 53320.9 3195 60.6191 1749.15 19118.8 12366.4 -3047.42 466.378 -9328 -16884.1 6455.55 -10916.5 -864.429 5969.44 4527.87 -5153.18 -33541.2 66635.6 12870.5 -3568.65 12235.7 -17091.1 21169.9 10971.1
internal_weight=0 29690 29641 10359 9003 83 56 8920 6648 6262 819 2272 19282 798 1356 917 439 866 5443 2068 2020 935 122 48 1085 364 237 142 721 482
internal_count=4318164 29690 29641 10359 9003 83 56 8920 6648 6262 819 2272 19282 798 1356 917 439 866 5443 2068 2020 935 122 48 1085 364 237 142 721 482
is_linear=0
shrinkage=0.1


Tree=1337
num_leaves=31
num_cat=0
split_feature=3 5 5 0 4 1 1 1 0 4 1 5 0 5 5 1 0 0 5 1 1 0 0 5 0 5 0 5 1 1
split_gain=3.17688e+12 1.10195e+13 1.83578e+13 3.56461e+13 2.57032e+13 2.71454e+13 2.40476e+13 1.06013e+13 9.98551e+12 1.10121e+13 9.98204e+12 1.4297e+13 1.91035e+13 9.9331e+12 1.91485e+13 1.52652e+13 1.32637e+13 1.75551e+13 1.88073e+13 1.81867e+13 1.70403e+13 2.51512e+13 1.32256e+13 1.00638e+13 2.61992e+13 3.92516e+13 9.71052e+12 9.22406e+12 8.74972e+12 1.64382e+13
threshold=1.5000000000000002 87.395000000000024 114.05000000000001 51.83362145000001 4.5000000000000009 39.614024000000008 50.888703650000004 82.975438000000011 55.099723300000008 2.5000000000000004 39.188277450000008 90.015000000000015 45.254062050000009 49.995000000000012 43.005000000000003 36.546174950000008 54.920670650000005 57.60800230000001 79.010000000000005 39.036172050000012 83.140147550000009 55.002082750000007 55.120365700000008 71.00500000000001 55.946414150000003 74.610000000000014 52.719210700000012 41.995000000000012 41.950906500000009 38.959914000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 28 8 -6 -5 -8 10 -10 11 -3 -13 14 27 -15 -17 18 20 -20 21 -18 -22 -23 25 -25 -7 -1 29 -4
right_child=-2 2 3 6 5 26 7 -9 9 -11 -12 12 -14 15 -16 16 17 -19 19 -21 22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1136.1634922582791 5.6984956278830179 81717.981104871957 -11331.007049725507 -112304.87957317074 172524.54914062502 -1784.6568424479167 7909.7224003383089 -54189.277922453708 -25356.505118534486 41887.557969263988 -4050.1392884249517 -24015.166131488349 83426.625025475558 -30349.74097663779 7759.8301470500664 -6862.7448792091936 76829.880598958334 -18369.928816406253 -109980.87272727274 -12080.020047129758 -56742.196921164781 8968.277285339982 -1090.6514484824936 183092.66964062501 -2122.1126021634618 7600.8363314115086 83555.212011718759 -11927.93696749588 -4564.6152832031248 74565.097180175784
leaf_weight=7612 4299188 36 37 41 20 30 56 54 29 152 386 59 23 227 2460 4726 63 325 22 138 55 1073 191 25 65 26 24 884 81 56
leaf_count=7612 4299188 36 37 41 20 30 56 54 29 152 386 59 23 227 2460 4726 63 325 22 138 55 1073 191 25 65 26 24 884 81 56
internal_value=0 -1291.05 8499.21 -11388 17014.8 73003.7 -46938.9 -22575.2 10966.4 31113.6 3730.97 29184.4 6120.95 -1884.2 -9.45515 -4845.51 -3982.57 2881.62 7047.34 -25541.4 10528.1 15255.8 -13533.1 11993.2 39974.1 93626.2 36144.2 -2259.04 19463.6 40391.4
internal_weight=0 18976 1084 325 759 74 151 110 685 181 504 118 82 17892 10956 6936 6709 1983 1658 160 1498 1252 246 1189 116 51 54 8496 174 93
internal_count=4318164 18976 1084 325 759 74 151 110 685 181 504 118 82 17892 10956 6936 6709 1983 1658 160 1498 1252 246 1189 116 51 54 8496 174 93
is_linear=0
shrinkage=0.1


Tree=1338
num_leaves=31
num_cat=0
split_feature=0 0 3 1 0 0 3 1 1 1 5 5 3 3 1 1 3 5 1 0 4 1 3 1 3 1 0 0 5 5
split_gain=3.20878e+12 1.52242e+13 1.59531e+14 1.00056e+14 1.21619e+14 1.20967e+14 1.09346e+14 8.01586e+13 7.71575e+13 7.38597e+13 7.27782e+13 7.02854e+13 5.87063e+13 8.67729e+13 4.98638e+13 1.7422e+14 2.01333e+14 8.88092e+13 7.67691e+13 9.08741e+13 1.59734e+14 9.19608e+13 8.13529e+13 7.59314e+13 6.30407e+13 1.21156e+14 7.06911e+13 5.84205e+13 5.55159e+13 5.36759e+13
threshold=45.098908000000009 46.672631750000008 20.500000000000004 38.950530550000003 45.133160800000006 45.112033650000008 10.500000000000002 37.098288800000006 47.981192400000005 38.096381250000007 49.995000000000012 114.05000000000001 6.5000000000000009 3.5000000000000004 40.247294600000011 39.110397700000007 7.5000000000000009 71.00500000000001 39.011252750000004 45.112033650000008 3.5000000000000004 38.959914000000005 12.500000000000002 43.574807850000006 7.5000000000000009 39.003296000000006 45.133160800000006 45.133160800000006 39.805000000000007 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 -6 14 -9 -7 -4 13 -12 15 18 -17 -18 19 20 21 -5 -23 -16 -21 26 -26 -27 -28 -25
right_child=1 -3 11 8 7 6 -8 9 -10 -11 12 -13 -14 -15 23 16 17 -19 -20 24 -22 22 -24 29 25 27 28 -29 -30 -31
leaf_value=224.09047727165614 -8981.8445164469467 -6.3150153857079934 29583.837132132259 -24523.609191300427 25681.015190509548 16386.534793056835 -32865.13902847343 -27001.489225970334 19942.032163377989 -651.43606201270507 32705.685141432328 189740.60703125002 21792.853744378015 87239.191818390987 -17846.395792529933 3277.2658598950229 31520.786011383021 90864.864275374668 -11061.774253004529 241.66779109796471 137140.99766049592 23509.574911438976 1259.5523272188054 5733.297859855229 6040.4450466834178 3357.5603425399117 -8402.0601592549519 67139.724566700024 -29372.685635096306 -126783.4374747984
leaf_weight=556621 1279 3695737 1282 958 856 1706 287 1410 1302 4332 614 28 687 556 5887 4240 806 367 15868 6287 92 2414 5147 2183 1080 345 1956 246 3560 31
leaf_count=556621 1279 3695737 1282 958 856 1706 287 1410 1302 4332 614 28 687 556 5887 4240 806 367 15868 6287 92 2414 5147 2183 1080 345 1956 246 3560 31
internal_value=0 -33.1602 -1540.81 -2242.53 6112.57 17663 26514.6 -2866.2 -4099.3 -7121.93 31297.6 33007 44996.2 58620.8 -4707.5 -3362.18 13421.2 50087.9 -5755.89 -1943.63 6080.41 4665.03 8363.32 -11909.2 -7071.65 -13469.1 -17355.6 29906.5 -21936.4 3877.82
internal_weight=0 3.76154e+06 65806 64496 11727 5129 3850 6598 52769 5742 3563 1310 1857 1170 51467 43366 5413 1173 37953 22085 8611 8519 7561 8101 13474 7187 6596 591 5516 2214
internal_count=4318164 3761543 65806 64496 11727 5129 3850 6598 52769 5742 3563 1310 1857 1170 51467 43366 5413 1173 37953 22085 8611 8519 7561 8101 13474 7187 6596 591 5516 2214
is_linear=0
shrinkage=0.1


Tree=1339
num_leaves=31
num_cat=0
split_feature=5 0 5 6 4 2 5 2 4 3 3 3 5 4 5 5 5 5 1 1 0 3 3 3 5 5 0 0 3 1
split_gain=3.54125e+12 1.35685e+13 1.61362e+13 1.48751e+13 2.07321e+13 1.93914e+13 2.5722e+13 1.79587e+13 2.52373e+13 1.903e+13 2.2359e+13 1.78892e+13 3.54867e+13 3.90953e+13 3.8601e+13 1.45395e+13 1.39557e+13 1.7336e+13 1.32457e+13 8.25305e+13 5.55954e+13 7.84813e+13 5.27152e+13 9.29459e+13 6.51829e+13 6.41442e+13 5.54542e+13 1.24217e+14 8.24357e+13 5.49346e+13
threshold=100.05000000000001 43.056445700000005 101.05000000000001 1.5000000000000002 2.5000000000000004 6.5000000000000009 118.33500000000002 10.500000000000002 3.5000000000000004 16.500000000000004 14.500000000000002 10.500000000000002 107.05000000000001 3.5000000000000004 103.45000000000002 177.02500000000003 125.85000000000001 177.02500000000003 30.502469200000004 33.101335500000005 59.820733200000006 5.5000000000000009 17.500000000000004 18.500000000000004 116.06000000000002 103.45000000000002 60.063729500000008 60.693675950000006 4.5000000000000009 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 16 -7 9 -9 10 -4 -6 14 -14 -13 -15 -5 -18 22 20 21 -20 25 24 -24 -3 -27 28 -28 -26
right_child=1 18 3 4 11 6 -8 8 -10 -11 -12 12 13 15 -16 -17 17 -19 19 -21 -22 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=15.232569725258955 -41384.577438693581 21901.099920117085 4176.1177464997918 42458.761315658252 10091.296374076112 -11438.389446149555 -157845.21659226192 -14961.457969495987 -123807.83526562499 86454.260177951393 -57574.153997502559 -1858.7986267089846 5034.0398025622471 109730.41646583687 172294.36381696429 11068.9528125 -103352.7874479748 10974.700219726563 72536.659709676111 -1003.73577011571 -85828.534537589992 -62000.674331637041 -71909.456480523775 -2273.9556921885815 -53488.505014436145 1253.9981945047441 259407.00089285715 -46197.032379557291 58467.592227359703 55498.155594758064
leaf_weight=4199349 72 1886 1514 47 1219 28 21 144 25 27 61 20 278 59 35 20 21 36 72 97199 191 109 355 3522 92 11525 35 60 49 93
leaf_count=4199349 72 1886 1514 47 1219 28 21 144 25 27 61 20 278 59 35 20 21 36 72 97199 191 109 355 3522 92 11525 35 60 49 93
internal_value=0 -538.374 5483.9 6433.14 12878.1 -22318.8 -74184.2 -59.1541 -31063 3211.54 1784.52 16179.9 34194.3 22674.9 108966 84752.8 2117.72 -31146 -728.001 -1183.66 -48195.4 -8483.06 1795.64 -8197.03 -46828.7 4790.12 2024.57 63696.8 142192 1299.38
internal_weight=0 118815 3627 3555 1784 153 49 1771 169 1602 1575 1631 412 357 55 79 104 57 115188 97571 372 181 17617 4062 540 13555 11669 144 84 185
internal_count=4318164 118815 3627 3555 1784 153 49 1771 169 1602 1575 1631 412 357 55 79 104 57 115188 97571 372 181 17617 4062 540 13555 11669 144 84 185
is_linear=0
shrinkage=0.1


Tree=1340
num_leaves=31
num_cat=0
split_feature=3 4 5 5 2 1 1 1 0 5 1 1 1 0 0 5 1 1 0 6 0 0 0 0 1 0 0 5 0 1
split_gain=3.39415e+12 8.87772e+12 1.8566e+13 1.7478e+13 1.31795e+13 1.2295e+13 1.21729e+13 1.6373e+13 1.86228e+13 1.58728e+13 1.98583e+13 1.06794e+13 4.56019e+13 9.16433e+13 1.06365e+14 4.98936e+13 2.6506e+13 2.334e+13 3.10891e+13 2.48434e+13 2.27518e+13 2.79598e+13 2.35023e+13 2.4558e+13 2.20737e+13 2.11492e+13 2.09708e+13 2.57432e+13 4.49037e+13 2.22922e+13
threshold=2.5000000000000004 1.5000000000000002 93.00500000000001 38.610000000000007 7.5000000000000009 37.098288800000006 30.410108300000001 37.275078000000001 45.022371150000005 41.995000000000012 30.259484550000003 82.968597500000016 82.911991800000024 54.943649450000002 54.864040150000001 79.010000000000005 83.011163250000024 60.479177250000006 54.970187400000007 1.5000000000000002 55.025681450000008 56.367862600000002 55.455204450000004 55.030402950000003 61.310823700000007 55.020029900000004 56.663136550000011 120.05000000000001 57.581016350000006 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 -1 9 8 -8 -5 -11 12 17 14 -14 -15 25 26 -19 24 -21 22 23 -22 -20 -13 -3 -28 -29 -30
right_child=-2 4 -4 6 -6 -7 7 -9 -10 10 -12 16 13 15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=8568.8425460035705 -14.537040659872332 1295.7494605447077 38240.280820312502 6900.6176153273818 78436.973188920456 -762.47129577375904 111010.40203683038 -8030.3762715599269 11094.713125116954 -30494.804647008383 -146587.51603260869 -28460.553537671403 -47884.792942708336 9001.0986062523789 175778.84334332193 141812.68502155173 -350.5344352049708 -4777.1746124717147 145801.32506793478 23731.952309624769 -63377.284484649128 10824.516552165071 -26979.209939714336 3040.7400817026937 31095.131413810486 2645.024837336754 -2824.2114802459459 -123823.12870686849 -64528.975333658855 21472.984840374229
leaf_weight=1507 4205107 49733 120 42 22 22405 21 3534 167 41 23 629 30 1149 73 29 10886 2308 23 807 57 4603 329 2386 62 335 11559 48 48 81
leaf_count=1507 4205107 49733 120 42 22 22405 21 3534 167 41 23 629 30 1149 73 29 10886 2308 23 807 57 4603 329 2386 62 335 11559 48 48 81
internal_value=0 540.699 -1008.92 -1178.7 1047.43 -174.386 -7452.27 -6500.62 22255.5 -40867.7 -72215.6 1027.44 1477.59 20179.7 110634 12270.7 -1757.93 1145.05 5484.55 8349.44 7790.7 6046.34 -1887.97 1491.08 62133.3 -17651 398.491 -3403.77 -41251.9 -10527.7
internal_weight=0 113057 27860 27740 85197 23912 3828 3722 188 106 64 85175 73325 1281 103 1178 11850 72044 10575 8267 8182 7375 2772 2443 85 964 61469 11736 177 129
internal_count=4318164 113057 27860 27740 85197 23912 3828 3722 188 106 64 85175 73325 1281 103 1178 11850 72044 10575 8267 8182 7375 2772 2443 85 964 61469 11736 177 129
is_linear=0
shrinkage=0.1


Tree=1341
num_leaves=31
num_cat=0
split_feature=5 1 5 3 1 1 1 1 1 1 5 0 0 3 0 4 1 1 0 1 3 1 2 1 0 3 1 1 0 0
split_gain=3.15236e+12 1.80771e+13 1.70137e+13 5.41894e+13 5.98146e+13 4.66577e+13 3.99641e+13 9.04313e+13 7.2453e+13 4.9102e+13 6.25605e+13 1.20532e+14 5.49511e+13 6.44765e+13 6.06215e+13 3.99689e+13 3.90415e+13 6.27517e+13 6.65245e+13 3.61099e+13 4.75372e+13 5.82456e+13 6.63832e+13 8.9546e+13 9.74569e+13 7.19886e+13 9.23016e+13 6.90178e+13 5.61402e+13 5.38312e+13
threshold=177.02500000000003 20.507360500000004 150.04500000000004 9.5000000000000018 83.761389800000003 20.507360500000004 47.208373000000009 45.148007750000012 47.473138800000008 44.083877800000003 161.85000000000002 44.732363600000006 51.636650050000007 8.5000000000000018 47.208883950000008 3.5000000000000004 39.969502550000009 39.739656000000004 43.642715500000008 39.714575750000009 20.500000000000004 41.950906500000009 6.5000000000000009 47.208373000000009 57.147575200000006 16.500000000000004 60.611165000000007 49.111504200000006 56.852744000000008 56.838612000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 19 -4 7 9 15 10 12 16 14 -14 -7 -8 17 18 -12 -5 21 -21 23 -23 -25 29 27 -27 -22 -24
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 28 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=4.255007303798938 51815.187369791674 1495.5076455040762 -63982.202000000005 -2985.3694337401353 61276.826688878682 17059.016962208982 -226993.77642045455 162118.21026105183 -2413.3649087321205 -66209.123376623378 -69896.253046875005 -23049.598547954243 39339.141942172901 142717.14476102943 -106223.43651041666 -40388.959309895836 24699.519624255954 272969.43126775569 170729.87387152779 -98120.850377236653 15547.493829230543 73918.776938100971 -4630.4362560655009 -75602.907671502981 73258.942447916663 -27099.783193597559 5791.3788236177888 -194328.70971522178 -152519.94040178572 76966.503457446801
leaf_weight=4302555 72 8462 100 1230 102 351 22 41 1667 77 20 661 535 68 45 24 63 22 27 124 371 52 578 525 48 41 104 62 21 94
leaf_count=4302555 72 8462 100 1230 102 351 22 41 1667 77 20 661 535 68 45 24 63 22 27 124 371 52 578 525 48 41 104 62 21 94
internal_value=0 1920.05 -3.80211 -4903.61 -14127 3400.62 5260.48 15206.8 -5829.7 11984 15343.9 -5627.5 31990.9 50997 3049.65 -129635 81615 133581 68335.8 -16493.5 -24718.7 -32246.3 -26815.2 -51730.1 -63132.8 -9099.78 -60662.6 -127762 6543.88 6783.42
internal_weight=0 8534 4.30963e+06 7075 3352 3723 3623 1910 1713 1869 1792 793 999 603 396 46 132 69 47 3250 2020 1628 1504 625 573 879 207 103 392 672
internal_count=4318164 8534 4309630 7075 3352 3723 3623 1910 1713 1869 1792 793 999 603 396 46 132 69 47 3250 2020 1628 1504 625 573 879 207 103 392 672
is_linear=0
shrinkage=0.1


Tree=1342
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 3 3 0 1 0 1 3 0 6 6 1 1 0 5 0 0 3 6 0 0 3 1 1 0 0
split_gain=3.14522e+12 2.18695e+13 7.1943e+13 7.19939e+13 7.05774e+13 7.4946e+13 6.52164e+13 1.14293e+14 1.26365e+14 1.21809e+14 1.07937e+14 1.19642e+14 1.00518e+14 7.25908e+13 7.09187e+13 9.85943e+13 1.66956e+14 1.18214e+14 1.14457e+14 1.34963e+14 1.13462e+14 6.50819e+13 7.07477e+13 1.09276e+14 1.66719e+14 9.10382e+13 7.15614e+13 1.23811e+14 1.37006e+14 6.50724e+13
threshold=9.5000000000000018 1.5000000000000002 50.005000000000003 43.642715500000008 39.704585000000002 13.500000000000002 14.500000000000002 56.197733450000008 37.998366300000008 59.963407450000012 30.259484550000003 11.500000000000002 59.882016200000002 1.5000000000000002 1.5000000000000002 37.620907050000007 37.39371280000001 55.86787755000001 43.005000000000003 55.591389050000011 59.916647550000008 21.500000000000004 1.5000000000000002 55.769960200000007 55.801980100000009 23.500000000000004 37.417247200000006 37.503486000000002 55.674875350000008 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 10 8 21 12 13 -12 -9 -5 -13 16 20 18 -18 -20 -16 -8 23 -23 25 -25 -24 28 -28 -22
right_child=1 2 -4 6 -6 -7 7 9 -10 -11 11 14 -14 -15 15 -17 17 -19 19 -21 29 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-94.553118153853077 -222.0319871190398 97215.993970529657 144.18505996007141 65294.190566506673 14828.294663408571 -78029.430580357148 22019.162146512084 -1884.6604238876116 3797.2601049471 13386.293481856068 3994.7755825433196 5091.579504898541 -22764.372419777043 11576.198796578741 16698.488611665976 -3981.3682004805942 -17966.252994168888 9400.8675840324195 51195.147371897983 -67594.168371939901 -95927.476423682863 15156.441949361264 -4262.5236594913176 -172184.43121843436 -7077.9094964142059 -40836.56380064298 7250.3172327175944 13838.085677361341 130702.13551339286 -17512.680267941443
leaf_weight=1938624 1205954 190 1072662 389 2028 28 7407 9545 25986 3856 21864 4131 3040 712 1485 10839 1056 498 102 1535 121 2072 539 99 1414 113 142 644 245 844
leaf_count=1938624 1205954 190 1072662 389 2028 28 7407 9545 25986 3856 21864 4131 3040 712 1485 10839 1056 498 102 1535 121 2072 539 99 1414 113 142 644 245 844
internal_value=0 77.0329 384.346 2936.88 20640.2 74707.4 2533.93 4820.1 7790.09 -2163.81 -356.935 -1158.22 -6928.31 30555.6 -6624.49 -9561.32 -20283 -35357.5 -43634.4 -60192.5 -649.254 15976.1 7479.31 -71.6081 -19476.6 -102174 25264.8 40701.5 85404.6 -27345
internal_weight=0 2.37954e+06 1.17359e+06 100924 2246 218 98678 55102 38661 16441 43576 42475 12585 1101 20611 16480 5641 3191 2693 1637 2450 12675 5268 3698 1626 212 1570 1031 387 965
internal_count=4318164 2379540 1173586 100924 2246 218 98678 55102 38661 16441 43576 42475 12585 1101 20611 16480 5641 3191 2693 1637 2450 12675 5268 3698 1626 212 1570 1031 387 965
is_linear=0
shrinkage=0.1


Tree=1343
num_leaves=31
num_cat=0
split_feature=5 5 5 1 0 5 1 6 4 6 3 1 3 6 1 1 0 1 0 5 5 1 3 4 1 1 5 0 3 3
split_gain=3.37547e+12 3.16443e+13 3.24471e+13 4.49716e+13 2.96908e+13 2.80973e+13 5.74735e+13 8.52288e+13 3.58796e+13 1.11442e+14 4.75531e+13 4.24471e+13 5.69935e+13 4.18281e+13 4.12579e+13 4.81467e+13 7.68137e+13 1.21624e+14 7.77693e+13 7.16389e+13 6.50242e+13 9.43114e+13 9.30893e+13 9.04589e+13 8.08573e+13 9.64987e+13 8.29647e+13 1.17062e+14 7.54412e+13 9.33398e+13
threshold=39.005000000000003 39.025000000000013 39.305000000000007 38.151577750000008 55.657530000000008 38.905000000000008 37.832345550000007 1.5000000000000002 1.5000000000000002 1.5000000000000002 3.5000000000000004 49.073956850000009 23.500000000000004 1.5000000000000002 30.502469200000004 37.971176850000006 55.993277250000013 37.214886200000009 55.619594000000006 37.005000000000003 37.995000000000012 37.832345550000007 16.500000000000004 1.0000000180025095e-35 37.832345550000007 37.342273500000012 32.910000000000004 55.899899800000007 12.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 8 7 -7 13 11 -11 12 -10 -1 -15 16 18 -18 -16 -17 23 22 -22 -20 25 -25 27 -27 29 -28
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 -13 -14 14 15 19 17 -19 20 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-825.19571244107101 -3795.2915926364512 11131.524946736979 -48.426971524030982 10861.384493735033 -4843.1251683543032 12931.942465175645 4181.9950349213277 -7774.3252186225182 20400.838592187494 390.51615824977762 -7081.6027884707109 -1531.6664309495939 -5040.2532645196034 3083.183018570734 -3495.6720123213527 369.41757891591112 -2774.6818242231702 -20760.729828356602 -3089.5477293301033 4148.9352996533125 -23997.225204091585 14216.651631712324 -897.7486413068882 -4437.5435292097927 -3962.9794048773438 20929.757276334261 18278.393509233527 -7935.6208201783948 12895.013504054532 -6478.3705753536624
leaf_weight=311593 22453 1534 3088542 6469 4817 2490 41088 9857 3616 12351 27438 2672 1164 59191 45705 535085 16467 4872 16550 55337 3180 1819 3865 5394 7118 9697 1976 1643 7539 6642
leaf_count=311593 22453 1534 3088542 6469 4817 2490 41088 9857 3616 12351 27438 2672 1164 59191 45705 535085 16467 4872 16550 55337 3180 1819 3865 5394 7118 9697 1976 1643 7539 6642
internal_value=0 -54.669 -27.5879 4992.88 -984.66 142.986 2384.18 -3598.52 38.0194 -2660.23 -4762.16 8562.8 14205.6 154.57 544.924 337.088 -1385.87 -6881.15 -330.657 723.651 1880.45 -6083.13 -11324.5 3128.51 5700.65 7791.97 10191 16747.6 5589.17 -801.953
internal_weight=0 3.12382e+06 3.10136e+06 12820 6351 1.19435e+06 53435 12347 1.14091e+06 47241 39789 7452 4780 1.09367e+06 782080 722889 132467 21339 111128 590422 65423 8864 7045 56559 40009 32891 27497 11340 16157 8618
internal_count=4318164 3123815 3101362 12820 6351 1194349 53435 12347 1140914 47241 39789 7452 4780 1093673 782080 722889 132467 21339 111128 590422 65423 8864 7045 56559 40009 32891 27497 11340 16157 8618
is_linear=0
shrinkage=0.1


Tree=1344
num_leaves=31
num_cat=0
split_feature=4 1 1 0 5 5 1 5 5 3 1 1 0 5 5 0 3 3 2 3 1 5 5 0 0 6 2 2 5 5
split_gain=3.68286e+12 1.5588e+13 2.95482e+13 2.32708e+13 2.75044e+13 2.27975e+13 4.33175e+13 2.89371e+13 2.52142e+13 2.04852e+13 4.01846e+13 2.95682e+13 1.90048e+13 2.27374e+13 3.90023e+13 2.17747e+13 5.98451e+13 1.89981e+13 1.84137e+13 1.78217e+13 1.77406e+13 2.71803e+13 2.19051e+13 1.83038e+13 4.22124e+13 2.28531e+13 1.74953e+13 2.23911e+13 1.68506e+13 1.46597e+13
threshold=1.0000000180025095e-35 30.425002000000003 30.434657650000002 59.834458500000004 37.005000000000003 97.050000000000011 30.323743050000001 85.91500000000002 74.610000000000014 9.5000000000000018 30.259484550000003 30.243224600000001 59.932719750000011 52.405000000000008 39.995000000000012 59.939091550000008 8.5000000000000018 18.500000000000004 1.5000000000000002 4.5000000000000009 30.278357500000002 37.305000000000007 37.005000000000003 59.863160500000006 59.932719750000011 1.5000000000000002 4.5000000000000009 3.5000000000000004 23.035000000000004 42.895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 17 7 -7 8 9 10 19 -11 -12 14 15 16 18 -1 -14 -5 21 -13 28 -24 25 -25 27 -6 -22 -4
right_child=-2 2 29 5 26 6 -8 -9 -10 11 12 20 13 -15 -16 -17 -18 -19 -20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=10307.682060334768 -22.613936871755335 13749.580970275952 120.69734295980705 47946.040675090924 45901.585667359992 18295.026410590279 -135783.09485853041 116428.06132812501 -104281.00721875 -8911.8338575240687 -7199.8908558186613 17112.825149889057 19815.598673502605 -120362.89837239584 88714.599899193563 -16621.287151104611 -120561.3772824171 -11063.793883783374 -37900.462911346178 4356.3688929203581 -13185.933815488575 -36222.150407527042 -58562.393515625008 51086.540921875006 12002.34092548077 184992.89495192308 -631.03437500000007 156525.17662760417 1154.4017281612189 2233.8666633913422
leaf_weight=1410 4073891 1694 186304 116 77 36 37 20 25 3691 1333 1176 72 24 31 960 82 590 238 490 995 104 20 25 130 26 49 24 4643 39851
leaf_count=1410 4073891 1694 186304 116 77 36 37 20 25 3691 1333 1176 72 24 31 960 82 590 238 490 995 104 20 25 130 26 49 24 4643 39851
internal_value=0 377.146 591.62 -2598.23 7100.6 -4059.1 -59799.4 -3772.57 -3942.09 -3764.89 -10602.4 -1648.48 -15756.2 -23862.6 -22187.9 -24730.8 -44590.9 4003.1 -24495.4 12700.3 2117.36 12779.4 -219.915 32219.1 42250.2 119353 48400.7 72188.4 -1376.4 493.061
internal_weight=0 244273 227849 16424 2150 14274 73 14201 14181 14156 3346 10810 2740 1407 1383 1352 392 2000 310 606 7119 1280 5839 201 181 51 150 101 5638 226155
internal_count=4318164 244273 227849 16424 2150 14274 73 14201 14181 14156 3346 10810 2740 1407 1383 1352 392 2000 310 606 7119 1280 5839 201 181 51 150 101 5638 226155
is_linear=0
shrinkage=0.1


Tree=1345
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 5 3 4 5 1 3 5 3 5 5 5 4 3 1 5 5 2 2 5 1 1 2 5 1
split_gain=3.31126e+12 2.83963e+13 6.13625e+13 3.76331e+13 3.21871e+14 6.41992e+13 5.8778e+13 5.43807e+13 1.00441e+14 9.92662e+13 8.682e+13 8.51331e+13 1.3047e+14 8.675e+13 7.27626e+13 6.1375e+13 1.07417e+14 7.57959e+13 7.22018e+13 5.97032e+13 1.21595e+14 5.93329e+13 5.16102e+13 8.13514e+13 7.97165e+13 4.86319e+13 1.79781e+14 5.31928e+13 8.65325e+13 4.62159e+13
threshold=44.580511600000001 44.039893800000009 39.262370300000008 41.950906500000009 39.188277450000008 2.5000000000000004 67.520000000000024 4.5000000000000009 2.5000000000000004 69.015000000000015 38.096381250000007 12.500000000000002 73.010000000000005 14.500000000000002 98.020000000000024 105.35000000000001 114.05000000000001 4.5000000000000009 11.500000000000002 38.058342000000003 74.610000000000014 72.010000000000005 10.500000000000002 7.5000000000000009 97.050000000000011 38.633372000000001 39.047276750000002 2.5000000000000004 92.035000000000011 42.09605220000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 21 9 -9 11 19 -13 -14 -15 -10 18 -18 -17 20 -11 -3 23 24 -21 27 -27 28 -23 -5
right_child=-2 3 -4 29 5 6 -8 8 15 10 -12 12 13 14 -16 16 17 -19 -20 22 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-66612.234253820716 16.466245338000729 3817.5281374052211 353.16880701797078 9820.3448756136695 -22490.318541829431 -59042.496722179014 -136218.43100153829 -4351.5054457166398 -29713.775251124345 284742.64712665265 -30206.853136771068 323498.17173913046 195361.8129541016 80946.771448863641 -86703.953685897446 37663.742160087721 4162.8185309709825 -154787.82044642858 218558.82560763892 16508.290621969292 18122.418328125001 1160.6425426136364 134738.29060686385 -75202.507792154953 202491.15533854169 267837.8900914634 14305.246329012785 -22166.68980003563 139379.97562905843 -2730.7098538831137
leaf_weight=137 4170694 2533 114749 3990 450 779 113 9512 2108 26 224 23 40 77 39 57 210 35 36 580 50 110 35 96 24 41 88 148 77 11083
leaf_count=137 4170694 2533 114749 3990 450 779 113 9512 2108 26 224 23 40 77 39 57 210 35 36 580 50 110 35 96 24 41 88 148 77 11083
internal_value=0 -465.692 273.313 -3071.31 -6224.33 -53284.2 -68819.3 -2318.44 -5084.73 -914.698 26013.6 38734.1 101153 68371.3 24581.4 -23370.8 16188.1 -18544.4 107688 24957.4 109335 9839.6 16232.6 10307.4 23898.3 42714.4 94885.4 22624.7 58074.5 591.702
internal_weight=0 147470 114886 32584 17511 1342 892 16169 13172 10726 1214 990 179 156 116 2446 338 245 93 811 76 2997 735 700 604 464 129 335 187 15073
internal_count=4318164 147470 114886 32584 17511 1342 892 16169 13172 10726 1214 990 179 156 116 2446 338 245 93 811 76 2997 735 700 604 464 129 335 187 15073
is_linear=0
shrinkage=0.1


Tree=1346
num_leaves=31
num_cat=0
split_feature=5 2 1 5 1 1 4 1 3 4 3 5 1 3 0 5 5 0 3 1 3 1 0 3 1 1 1 5 4 5
split_gain=3.17904e+12 4.24256e+13 6.35913e+13 6.66958e+13 1.13586e+14 1.109e+14 8.46829e+13 5.68172e+13 5.49649e+13 5.37731e+13 6.66938e+13 1.03672e+14 8.07371e+13 5.1313e+13 4.66537e+13 6.65677e+13 4.34823e+13 4.30709e+13 4.22264e+13 5.97278e+13 8.6078e+13 8.39529e+13 7.46431e+13 5.52135e+13 4.59974e+13 4.44112e+13 7.63057e+13 4.4338e+13 4.25586e+13 8.01135e+13
threshold=68.00500000000001 1.5000000000000002 37.098288800000006 104.75000000000001 30.468306550000005 30.346469350000003 2.5000000000000004 37.314272700000011 14.500000000000002 2.5000000000000004 5.5000000000000009 116.06000000000002 30.323743050000001 14.500000000000002 55.535913550000011 72.705000000000013 88.015000000000015 59.609407350000005 8.5000000000000018 40.247294600000011 5.5000000000000009 65.565203050000022 43.642715500000008 6.5000000000000009 82.975438000000011 82.902675200000019 83.140147550000009 95.020000000000024 4.5000000000000009 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 9 -7 8 -4 -5 11 -11 -13 14 -2 17 -10 -16 19 22 25 -22 23 28 -20 -21 -27 -26 29 -9
right_child=1 -3 7 4 -6 6 -8 18 16 10 -12 12 -14 -15 15 -17 -18 -19 24 20 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=39.663267929722238 -4391.843817509699 52.351482052640307 9255.9139543499859 -66201.146264648443 -41526.960480548747 -57327.599479166667 136438.46001368613 54494.706369144464 97139.259421258233 130179.97575307994 -31800.119941998106 -2005.7305657802485 134870.69778125 11701.234651684603 -40880.925535440037 -27777.237821186365 1418.4907608695653 6335.1909566487648 -6706.836268756223 -7675.4069066772354 3870.4304841839316 50866.68379836651 4985.6914814824504 -77946.716554054059 3292.5555741493249 24056.134765974035 -4846.9885816086326 -31015.24367564245 170624.3361111111 -72548.685653409091
leaf_weight=3557887 2484 690234 627 76 293 27 137 509 152 104 165 312 50 753 234 3832 69 1108 22060 12228 1211 554 9718 37 8577 1329 2921 394 27 55
leaf_count=3557887 2484 690234 627 76 293 27 137 509 152 104 165 312 50 753 234 3832 69 1108 22060 12228 1211 554 9718 37 8577 1329 2921 394 27 55
internal_value=0 -185.613 -2530.62 -10102.6 12332.5 30450.5 104538 -1331.61 24370.9 13264.7 22835.9 42181.3 16899.9 -13207.4 -15656.6 -21064.8 67253.6 -1897.72 -1697.19 1075.46 -2366.67 18621.7 7144.93 40558.1 -4251.64 -4614.78 4191.19 1785.78 47977.1 42105.7
internal_weight=0 760277 70043 9575 1164 871 164 60468 848 707 631 466 362 8411 7658 5174 221 1342 59620 28589 18243 1765 10346 628 31031 16478 4250 8971 591 564
internal_count=4318164 760277 70043 9575 1164 871 164 60468 848 707 631 466 362 8411 7658 5174 221 1342 59620 28589 18243 1765 10346 628 31031 16478 4250 8971 591 564
is_linear=0
shrinkage=0.1


Tree=1347
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 1 5 1 1 0 3 5 1 5 1 5 5 4 5 3 5 3 3 5 0 0 1 3 3 5
split_gain=3.26183e+12 4.10014e+13 6.44866e+13 5.81129e+13 8.37584e+13 4.75766e+13 4.52565e+13 8.74048e+13 8.70695e+13 9.98872e+13 6.08403e+13 7.77466e+13 6.1538e+13 5.31692e+13 4.40916e+13 4.26163e+13 4.11311e+13 4.0644e+13 4.49518e+13 7.1555e+13 3.83273e+13 3.65061e+13 3.51128e+13 3.82626e+13 3.44959e+13 5.06137e+13 1.36549e+14 9.41891e+13 6.80198e+13 5.83155e+13
threshold=56.635684300000008 56.338501050000012 161.85000000000002 103.85249100000001 84.920232800000022 65.520339550000017 69.015000000000015 43.808567100000012 44.005491150000005 56.367862600000002 8.5000000000000018 137.05000000000004 47.981192400000005 91.050000000000011 47.854228500000012 71.00500000000001 118.33500000000002 3.5000000000000004 98.020000000000024 9.5000000000000018 75.015000000000015 18.500000000000004 13.500000000000002 44.905000000000008 56.876792350000009 57.057093650000006 61.284352600000013 10.500000000000002 6.5000000000000009 76.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 20 15 13 12 -12 14 -10 -11 21 -14 18 -17 -20 -8 -9 23 -6 -2 26 27 -26 -28 -29
right_child=24 2 -4 -5 22 -7 7 8 9 10 11 -13 16 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 28 29 -30 -31
leaf_value=-4.4279098788278333 1400.6321160402874 -2168.1057227510942 91605.857776217992 -57723.873431459411 6118.527180996527 -35447.740311008027 -9660.8822268837375 -1456.1102691150104 -57390.054849108135 -3313.6934958675192 -21534.631422473838 -199538.52937500001 -10580.567357547645 -190331.21152820124 50695.74682983735 25457.890291131858 -143851.61588541669 -6090.1991608964636 -1551.850724085366 173671.9064236111 -42544.526415440909 -102205.09969362745 -6867.8865561770963 39536.09229878374 565.19147676627495 76.090599640092393 -17832.315230628363 -7359.9828816069394 -59037.912611825559 -29346.71443335708
leaf_weight=3318930 182223 39109 72 194 586 468 532 122 113 259 1325 25 660 41 363 836 24 376 41 54 1062 51 434 825 33219 722972 1816 9537 514 1381
leaf_count=3318930 182223 39109 72 194 586 468 532 122 113 259 1325 25 660 41 363 836 24 376 41 54 1062 51 434 825 33219 722972 1816 9537 514 1381
internal_value=0 -46.2097 -2961.17 -3104.52 -2880.53 -3728.21 -3398.28 -11574.8 -4145.54 -14484.6 -9944.71 -24831 5443.11 -92783.5 28206.3 15484.8 -15256.7 21658.4 32865.1 98049 -31569.6 -31156.7 18006.5 25657.5 163.467 -129.526 -3328.68 -2083.17 -26922.3 -10141
internal_weight=0 3.3665e+06 47572 47500 47306 45461 44993 5884 4290 2810 2656 1350 1306 154 622 1480 684 1307 931 95 1594 173 1845 1411 951662 769439 46467 44137 2330 10918
internal_count=4318164 3366502 47572 47500 47306 45461 44993 5884 4290 2810 2656 1350 1306 154 622 1480 684 1307 931 95 1594 173 1845 1411 951662 769439 46467 44137 2330 10918
is_linear=0
shrinkage=0.1


Tree=1348
num_leaves=31
num_cat=0
split_feature=5 5 4 6 1 5 0 0 0 1 0 0 5 4 0 0 2 1 1 0 5 2 1 0 3 3 0 0 4 5
split_gain=3.41975e+12 3.8767e+13 3.44211e+13 3.62819e+13 4.60556e+13 3.81574e+13 3.71687e+13 3.47124e+13 7.50905e+13 5.22247e+13 4.75493e+13 3.52106e+14 3.25675e+14 4.85776e+13 7.25307e+13 4.59117e+13 1.15795e+14 7.36128e+13 5.36082e+13 9.47267e+13 8.14114e+13 4.543e+13 4.25307e+13 2.43142e+14 1.85716e+14 1.71574e+14 1.3517e+14 9.10853e+13 1.19266e+14 8.24193e+13
threshold=77.00500000000001 74.610000000000014 2.5000000000000004 1.5000000000000002 20.507360500000004 100.05000000000001 54.725565150000001 45.067452850000002 45.059881250000011 39.003296000000006 59.846652800000008 59.834458500000004 78.010000000000005 1.0000000180025095e-35 55.017766000000002 59.882016200000002 1.5000000000000002 30.160599000000001 30.226173900000003 59.863160500000006 100.05000000000001 13.500000000000002 30.362552800000003 59.963407450000012 15.500000000000002 4.5000000000000009 59.896318000000008 59.990816400000007 1.5000000000000002 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 8 -5 21 11 13 -13 14 -9 16 -12 -18 20 -20 -19 -10 -17 24 25 -24 -26 28 -25 -30
right_child=2 -3 -4 7 -6 -7 -8 10 9 -11 15 12 -14 -15 -16 22 17 18 19 -21 -22 -23 23 27 26 -27 -28 -29 29 -31
leaf_value=12.344512362643043 67082.516947307187 -2331.5058114562084 574.94547082075121 -1052.6135194981289 1065.4393929283715 -56192.802473958342 -49414.537752016127 -12717.589954022456 54247.029537559545 -28160.276669565839 -188238.69609375001 -372150.126578125 -42668.277678385421 -7316.596413679069 30368.137249911997 -6639.2240743386492 121042.04807830461 -71321.59357353345 11402.656703522247 119077.93224535917 92988.408863495628 -8491.6437299336467 -190325.85722656251 78893.569227430562 -75811.072682932034 81726.09738169951 53202.688551476895 -15586.9597567166 -79974.730852754248 -260808.94538352272
leaf_weight=3762241 235 71916 421593 10268 18814 36 31 716 551 129 24 50 75 24599 860 3486 87 114 295 113 41 146 24 27 183 680 146 581 59 44
leaf_count=3762241 235 71916 421593 10268 18814 36 31 716 551 129 24 50 75 24599 860 3486 87 114 295 113 41 146 24 27 183 680 146 581 59 44
internal_value=0 -31.6183 250.471 -1941.29 1687.32 40429.1 53505.8 -3543.31 1280.82 30287.7 -5205.18 -7025.77 -174461 -6226.18 10793.7 2904.83 27469.4 35434 22205.1 41224.5 -27858.9 41105.2 -260.85 12488.6 43465.7 72451.6 -18558.8 -32517.6 -108184 -157224
internal_weight=0 3.83416e+06 484007 62414 19116 302 266 43298 11094 826 32204 26300 125 26175 1576 5904 674 650 563 408 155 697 5230 1744 1033 704 329 711 130 103
internal_count=4318164 3834157 484007 62414 19116 302 266 43298 11094 826 32204 26300 125 26175 1576 5904 674 650 563 408 155 697 5230 1744 1033 704 329 711 130 103
is_linear=0
shrinkage=0.1


Tree=1349
num_leaves=31
num_cat=0
split_feature=5 5 3 4 1 1 4 0 1 3 0 0 1 3 2 2 2 2 2 0 3 1 4 1 0 0 1 2 2 3
split_gain=3.55838e+12 1.3204e+13 8.07188e+13 8.84981e+13 6.26901e+13 5.60022e+13 4.59224e+13 7.12697e+13 4.38266e+13 4.60262e+13 3.81444e+13 5.46582e+13 5.38337e+13 5.593e+13 4.94891e+13 4.75573e+13 4.47192e+13 4.02212e+13 7.44829e+13 7.98766e+13 1.74088e+14 6.83621e+13 4.76406e+13 4.48897e+13 3.54701e+13 8.64973e+13 9.46526e+13 5.39124e+13 1.49609e+14 4.91586e+13
threshold=100.05000000000001 99.555000000000021 11.500000000000002 1.5000000000000002 30.226173900000003 39.826386800000009 3.5000000000000004 60.017447350000005 39.767857750000005 8.5000000000000018 60.063729500000008 59.939091550000008 30.305955500000003 8.5000000000000018 3.5000000000000004 3.5000000000000004 2.5000000000000004 7.5000000000000009 4.5000000000000009 44.580511600000001 7.5000000000000009 36.546174950000008 4.5000000000000009 38.781124500000011 54.811549550000009 55.002082750000007 61.396377350000009 5.5000000000000009 4.5000000000000009 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 10 7 -4 -3 -10 11 12 13 15 16 -5 -13 18 22 20 -20 -21 -14 -24 29 -26 -27 28 -28 -6
right_child=-2 2 4 5 24 -7 -8 -9 9 -11 -12 14 17 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=6.2285438805362032 -539.67422634461877 -185689.12753314397 11034.851560872397 -31324.334759004239 -1048.8181191986387 -9084.9481373056315 -185819.77450284094 -193554.5461309524 -5377.4830288461544 -158736.20898088728 -103338.97289870691 57199.430218160378 -715.8587588667242 38637.796249202809 15116.702466299022 -166967.69584324048 199346.50259046053 -30816.267685199873 -27246.568990384614 147792.11380208333 326287.61870442709 21249.022422102698 8231.4082734375006 201811.23993716034 -55791.944436072343 2285.2918112300958 41001.640696231625 33457.268045019002 291874.1237689394 35163.027391865784
leaf_weight=4188461 118815 33 90 59 505 4036 22 21 65 28 29 53 1138 49 102 46 38 197 26 48 30 386 25 23 197 1702 85 367 33 1455
leaf_count=4188461 118815 33 90 59 505 4036 22 21 65 28 29 53 1138 49 102 46 38 197 26 48 30 386 25 23 197 1702 85 367 33 1455
internal_value=0 15.2694 3493.15 -3702.07 13796.6 -2038.52 -53831.2 -27671.3 -86681.7 -51550 10606.8 12095.3 7253.55 -49580.5 62946.3 -90749 116558 11926.5 16950.6 49747.7 162147 35244.6 3400.33 100988 15867.2 7673.81 13390.7 52362.5 111161 25832.9
internal_weight=0 4.19935e+06 10888 6411 4477 6285 133 111 126 93 2249 2220 2027 154 193 105 91 1873 1676 490 56 434 1186 48 4344 2384 2187 485 118 1960
internal_count=4318164 4199349 10888 6411 4477 6285 133 111 126 93 2249 2220 2027 154 193 105 91 1873 1676 490 56 434 1186 48 4344 2384 2187 485 118 1960
is_linear=0
shrinkage=0.1


Tree=1350
num_leaves=31
num_cat=0
split_feature=5 1 1 0 1 1 3 6 0 3 0 0 5 0 0 5 5 1 0 1 6 4 5 2 3 0 1 1 3 6
split_gain=3.21356e+12 1.97333e+13 9.43191e+13 1.92249e+14 1.36515e+14 1.03283e+14 1.03368e+14 9.72028e+13 8.37436e+13 8.60569e+13 1.34743e+14 8.208e+13 7.28083e+13 7.10565e+13 1.87949e+14 1.08252e+14 1.09649e+14 1.05261e+14 1.46162e+14 2.33803e+14 2.20962e+14 1.83573e+14 2.96981e+14 1.97148e+14 1.32286e+14 8.67855e+13 2.62245e+14 1.54779e+14 1.02541e+14 9.06866e+13
threshold=88.015000000000015 37.832345550000007 37.503486000000002 55.946414150000003 37.66934650000001 37.475443250000005 22.500000000000004 1.5000000000000002 55.551692500000009 7.5000000000000009 55.820531900000013 55.695992150000002 137.05000000000004 55.551692500000009 55.701368300000006 110.05000000000001 150.04500000000004 37.737121850000008 55.769960200000007 37.692869000000009 1.5000000000000002 2.5000000000000004 109.05000000000001 3.5000000000000004 23.500000000000004 55.591389050000011 37.752451500000006 37.726745000000001 12.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 13 12 -2 8 -8 -7 10 -10 -9 -5 -4 15 25 -17 18 19 20 -16 -22 -23 -24 -21 26 27 28 -15 -28
right_child=1 -3 3 4 -6 6 7 11 9 -11 -12 -13 -14 14 17 16 -18 -19 -20 24 21 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=20.538922864439513 -20.644146190815558 -945.24130860691093 730.4125101341175 -22697.670797095554 -105866.83186557554 -39353.05514917308 -25165.80566868528 34030.94202270508 21567.327609375003 31667.109914095956 -243789.37580645166 -167619.68641424706 127505.58785714286 154969.76496175129 -12143.51127746758 121003.50516531809 -98565.582929687516 34096.146770348707 10388.592359297552 65023.300284805024 -333935.11628289474 -43370.315329293226 -86121.864058883104 -443586.92317708331 -90635.160581341916 52517.422127236183 -86409.890500992071 185873.21262122845 2576.5389666604046 -305458.5232638889
leaf_weight=4086520 51757 165595 3986 414 229 580 169 24 50 467 31 127 35 48 347 252 25 1246 3849 277 38 214 27 36 68 1054 63 58 551 27
leaf_count=4086520 51757 165595 3986 414 229 580 169 24 50 467 31 127 35 48 347 252 25 1246 3849 277 38 214 27 36 68 1054 63 58 551 27
internal_value=0 -362.335 1099.1 8790.28 -43034.9 -757.594 -27099 -77262.4 -12868.2 15163.2 -79988.9 -135569 -10989.2 11678.4 17013.3 42988.3 101187 8167.61 1514.61 -32403.9 -67188.8 -127826 -99551.1 -290388 34342.8 34037.2 7962.07 29891.7 14788.4 -152124
internal_weight=0 231644 66049 12844 678 53205 1448 320 1128 548 81 151 449 12166 8180 2078 277 6102 4856 1007 662 315 277 63 345 1801 747 657 599 90
internal_count=4318164 231644 66049 12844 678 53205 1448 320 1128 548 81 151 449 12166 8180 2078 277 6102 4856 1007 662 315 277 63 345 1801 747 657 599 90
is_linear=0
shrinkage=0.1


Tree=1351
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 3 3 0 3 1 1 0 4 0 0 0 1 5 1 1 1 3 3 1 6 3 0 2 3 0
split_gain=3.31563e+12 3.14013e+13 3.35614e+13 9.59033e+13 9.17983e+13 1.74888e+14 1.68519e+14 1.24173e+14 1.14545e+14 7.95241e+13 7.61484e+13 6.95355e+13 8.41541e+13 5.66843e+13 5.64472e+13 5.40952e+13 6.98205e+13 1.2677e+14 6.21962e+13 5.35172e+13 9.46292e+13 8.09144e+13 9.86885e+13 6.79007e+13 6.70605e+13 6.28649e+13 6.26873e+13 5.44302e+13 5.32082e+13 5.205e+13
threshold=77.00500000000001 74.610000000000014 12.500000000000002 37.692869000000009 37.767735350000002 25.500000000000004 24.500000000000004 55.68356880000001 17.500000000000004 37.620907050000007 37.712318250000003 55.727011600000004 2.5000000000000004 55.812836050000008 55.025681450000008 55.078308950000007 37.098288800000006 76.00500000000001 82.964402850000013 82.902675200000019 82.888608650000023 17.500000000000004 18.500000000000004 38.996948700000011 1.5000000000000002 13.500000000000002 52.056565900000003 19.500000000000004 6.5000000000000009 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 9 5 6 7 29 -9 -4 -10 12 -11 -7 -3 18 17 -17 -16 20 23 24 -23 25 -21 -6 -26 -25 -19 -5
right_child=-2 2 3 4 19 13 -8 8 10 11 -12 -13 -14 -15 15 16 -18 28 -20 21 -22 22 -24 27 26 -27 -28 -29 -30 -31
leaf_value=8.433310545795198 246.62797366034121 4109.3295661316424 848.57112435351632 10938.348289331898 -104122.21603306363 103388.87556725544 -123317.75258501839 -9766.6664312658177 -33735.612970525566 56912.157367786618 184253.8532309322 68522.339707320076 -46222.208664772734 -68583.293257472833 3784.9089167167326 -25123.229999144001 1314.0713556688665 -12255.603623179901 -29409.578073475604 17963.425042072264 -66231.310826949004 69148.480180039522 7993.8546911631875 -14335.394535905423 -128325.99948381697 2397.2557766300038 -19506.163882515648 18208.158533865586 25548.693191042286 -61796.174405246311
leaf_weight=3762241 484007 17383 10387 116 56 115 221 284 22 152 59 336 165 23 881 2912 16024 624 1571 545 284 344 1133 9926 56 5216 968 542 923 648
leaf_count=3762241 484007 17383 10387 116 56 115 221 284 22 152 59 336 165 23 881 2912 16024 624 1571 545 284 344 1133 9926 56 5216 968 542 923 648
internal_value=0 -31.1332 -2101.03 -4541.24 -8578.45 -32500.6 -43461.7 -27829.9 20150.9 2976.59 125047 36826.2 3230.23 74726.8 -188.593 -3446.09 -1765.77 -12833.6 -17482.8 -6711.84 -9021.51 5438.59 22237 -7989.27 -10374.9 1265.79 -25457.2 -12650.4 10299.9 -50752.7
internal_weight=0 3.83416e+06 71916 31598 20558 1488 1350 1129 365 11040 81 653 317 138 40318 22935 20483 4459 2452 19070 16024 3046 1477 15740 1569 5272 1024 10468 1547 764
internal_count=4318164 3834157 71916 31598 20558 1488 1350 1129 365 11040 81 653 317 138 40318 22935 20483 4459 2452 19070 16024 3046 1477 15740 1569 5272 1024 10468 1547 764
is_linear=0
shrinkage=0.1


Tree=1352
num_leaves=31
num_cat=0
split_feature=5 3 3 2 1 1 3 4 0 0 0 4 0 1 2 3 0 1 2 4 4 3 3 1 1 1 2 1 1 1
split_gain=3.25085e+12 1.12649e+13 7.56224e+12 1.00332e+13 1.96004e+13 2.10251e+13 1.12148e+13 9.50362e+12 7.04305e+12 6.12484e+13 4.08051e+13 2.33257e+13 1.4562e+13 2.52162e+13 2.1312e+13 3.11372e+13 1.98783e+13 1.94798e+13 1.80817e+13 1.57567e+13 1.5504e+13 2.10992e+13 3.862e+13 1.261e+14 3.1737e+13 5.65153e+13 2.84638e+13 1.81688e+13 5.76856e+13 3.62204e+13
threshold=225.45000000000002 34.500000000000007 24.500000000000004 17.500000000000004 39.071052600000009 38.996948700000011 21.500000000000004 4.5000000000000009 55.046835900000012 55.014086100000007 55.061033200000004 7.5000000000000009 55.551692500000009 37.692869000000009 1.5000000000000002 4.5000000000000009 55.657530000000008 37.944765900000007 4.5000000000000009 5.5000000000000009 3.5000000000000004 9.5000000000000018 7.5000000000000009 56.249874400000003 60.695889550000011 49.148175700000003 3.5000000000000004 47.981192400000005 49.148175700000003 39.863684800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 8 -4 9 -2 -10 12 13 -12 -15 -16 17 -14 -17 20 27 22 24 -24 25 -22 -26 29 -29 -18
right_child=1 -3 7 4 -6 -7 -8 -9 10 -11 11 -13 16 14 15 18 19 -19 -20 -21 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-2.7272214049317061 1652.8961484448982 75820.689694940476 4265.7438643292689 16007.02997159091 -37599.739432198658 123527.79233870968 -51175.367988782054 -66146.277387152775 123590.99411458334 -112397.74931640626 132241.63398862092 -96415.14897017047 -113448.80027901787 103642.75025 -105388.07537286932 86574.505382930874 9600.8686761115587 12294.995942826705 -4083.9314985795459 54913.003670634927 -7003.751716342038 36144.929770026407 -294682.32912946428 -5892.5924189814823 -135752.09333333335 150484.31631944445 885.4522429435483 -135699.94124243953 7266.938970734127 78331.708433455657
leaf_weight=4313902 2475 21 41 44 28 31 39 36 30 48 23 22 28 25 22 33 340 22 66 63 146 71 21 54 30 27 31 31 315 99
leaf_count=4313902 2475 21 41 44 28 31 39 36 30 48 23 22 28 25 22 33 340 22 66 63 146 71 21 54 30 27 31 31 315 99
internal_value=0 2760.44 2398.67 2972.89 33794.9 60448.9 2191.14 -28654.2 2708.62 -516.914 8137.59 5779.79 7333.55 34920.2 19588.7 2222.16 3685.56 -58121.5 26135.5 6202.13 3567.98 -13012.7 -24307.8 -86753.7 -4293.1 17575.3 -66313.3 11594.3 -5542.23 25100.5
internal_weight=0 4262 4241 4164 103 75 4061 77 4022 2523 1499 1469 1447 169 146 121 1278 50 99 1228 1165 380 309 75 234 173 61 785 346 439
internal_count=4318164 4262 4241 4164 103 75 4061 77 4022 2523 1499 1469 1447 169 146 121 1278 50 99 1228 1165 380 309 75 234 173 61 785 346 439
is_linear=0
shrinkage=0.1


Tree=1353
num_leaves=31
num_cat=0
split_feature=3 2 1 1 1 0 1 1 0 0 1 1 5 5 1 3 0 3 5 3 5 5 5 5 3 1 5 5 0 0
split_gain=3.12706e+12 1.49805e+13 1.77101e+13 1.71609e+13 4.35729e+13 3.95724e+13 2.57546e+13 2.51627e+13 3.93697e+13 4.21798e+13 2.27685e+13 2.73426e+13 2.62374e+13 4.70466e+13 2.14455e+13 1.73559e+13 5.05315e+13 4.03686e+13 2.66986e+13 2.13576e+13 5.76739e+13 2.31175e+13 2.1198e+13 1.72312e+13 4.71983e+13 3.83119e+13 2.951e+13 2.67949e+13 2.61861e+13 2.29912e+13
threshold=28.500000000000004 22.500000000000004 30.362552800000003 37.712318250000003 37.737121850000008 55.664473600000008 37.487839250000007 37.436176200000013 55.769960200000007 55.834684950000003 39.726951800000002 49.964253350000007 60.005000000000003 77.00500000000001 37.475443250000005 31.500000000000004 56.852744000000008 32.500000000000007 105.35000000000001 30.500000000000004 61.020000000000003 65.50500000000001 96.015000000000015 76.00500000000001 31.500000000000004 37.615058950000012 77.00500000000001 71.715000000000018 55.551692500000009 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 10 7 -3 -9 -10 12 -12 -6 -14 -11 16 18 -17 19 21 -21 -7 -23 24 25 -8 -25 -26 -28 -29
right_child=1 3 -4 4 5 15 23 8 9 14 11 -13 13 -15 -16 17 -18 -19 -20 20 -22 22 -24 26 27 -27 28 29 -30 -31
leaf_value=7.6786896976440646 -33698.178673498063 679.90128187251128 -2124.3499654101411 47313.842347515063 28645.684380008013 8713.3473160980448 -47760.836376296247 13662.297623635437 204802.8063565341 -12992.645451586175 -81156.127424568971 21809.843331660326 161469.83000637757 10904.66781684028 94732.401246279769 -23052.328426632073 116385.16191840279 3783.8221938997649 111847.86907552084 -3972.7308687876503 142202.33910644532 -49142.324328613286 33729.124759615392 119326.37347146739 -1540.3151989489531 29932.717256123313 -34912.447852623984 -73649.199554135106 13522.366631076762 34.296341849662163
leaf_weight=4283289 179 1546 23562 249 156 564 446 521 22 33 29 233 49 36 42 732 45 2393 24 83 40 148 39 23 2712 74 138 99 584 74
leaf_count=4283289 179 1546 23562 249 156 564 446 521 22 33 29 233 49 36 42 732 45 2393 24 83 40 148 39 23 2712 74 138 99 584 74
internal_value=0 -943.084 -2362.41 2083.34 6576.71 4357.6 -1346.83 7497.62 24552.9 83048.1 30818.1 10412.8 53001.3 97701.1 47333.4 1085.82 12976.4 -2502.28 7794.44 4937.14 43563.9 -1389.21 -31859 -5958.73 -8972.8 -36704.4 7816.98 -3974.37 4264.74 -42131.4
internal_weight=0 34875 23741 11134 4820 4571 6314 2164 618 97 503 262 241 85 75 4068 943 3125 898 874 123 751 187 4150 3405 520 745 2885 722 173
internal_count=4318164 34875 23741 11134 4820 4571 6314 2164 618 97 503 262 241 85 75 4068 943 3125 898 874 123 751 187 4150 3405 520 745 2885 722 173
is_linear=0
shrinkage=0.1


Tree=1354
num_leaves=31
num_cat=0
split_feature=5 6 3 1 1 0 5 4 3 1 5 0 1 2 3 5 0 1 0 1 5 0 2 1 0 2 3 0 0 3
split_gain=3.09123e+12 1.98983e+13 3.15414e+13 6.10196e+13 6.77084e+13 1.04773e+14 1.11564e+14 1.40349e+14 6.79621e+13 8.92616e+13 7.14271e+13 5.99127e+13 1.38734e+14 7.16593e+13 7.7943e+13 7.36612e+13 6.74071e+13 7.87452e+13 7.4676e+13 6.82837e+13 6.21594e+13 5.84614e+13 5.82928e+13 7.01849e+13 5.67841e+13 5.04098e+13 6.78305e+13 4.8743e+13 4.77125e+13 4.59777e+13
threshold=88.015000000000015 1.5000000000000002 12.500000000000002 30.278357500000002 30.226173900000003 60.017447350000005 102.01000000000001 3.5000000000000004 21.500000000000004 30.102666750000001 89.00500000000001 59.904813200000007 30.502469200000004 4.5000000000000009 11.500000000000002 116.06000000000002 57.581016350000006 39.969502550000009 57.157092150000004 56.249874400000003 102.01000000000001 60.063729500000008 10.500000000000002 30.362552800000003 60.035045000000004 2.5000000000000004 4.5000000000000009 60.017447350000005 60.042666650000008 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 8 6 7 -6 -4 -10 -11 16 13 14 21 -15 18 -18 -2 -19 -20 25 -5 28 27 26 -13 -12 -24 -7
right_child=1 -3 3 22 5 29 -8 -9 9 10 24 12 -14 15 -16 -17 17 19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=20.144184193202928 631.13286789968595 178.3138923279634 -30187.818565977657 -6854.4269136695866 -83119.099976794561 -131132.72051123905 169936.0525337838 163211.98851562501 -105195.2395880682 -129961.68781105324 30118.766173377408 -142906.96272101151 -78489.072639545644 45958.217240864076 -64139.53990686118 -34484.054650590551 -21449.944545139293 76905.525199271549 27019.183543669871 -73371.36563527961 158421.27608924281 125910.09715465199 32511.184730727418 -117.71471342013336 111555.64893382353 25758.869052623108 -4542.9008626923305 -119554.62634171196 -123735.40960937501 -56355.027760858058
leaf_weight=4086520 16184 173963 679 17486 101 114 37 30 55 27 403 38 152 1098 147 127 2293 148 117 38 52 44 857 15761 85 746 524 23 20 295
leaf_count=4086520 16184 173963 679 17486 101 114 37 30 55 27 403 38 152 1098 147 127 2293 148 117 38 52 44 857 15761 85 746 524 23 20 295
internal_value=0 -355.371 -1964.94 -3781.48 -21474.7 -49887.2 16601 -26707.4 -8586.4 16147.8 28552.7 1045.31 14488.5 19676.7 5014.48 37618.5 -1007.72 -16373.9 1321.68 46203.8 67450.6 12533.4 -2822.78 1414.36 36928.3 8719.55 -13898.5 22037.8 28948 -77197.7
internal_weight=0 231644 57681 35973 1849 577 168 131 1272 593 538 21708 2876 2724 1499 1225 18832 2479 16353 186 169 1352 34124 16638 511 1308 562 426 877 409
internal_count=4318164 231644 57681 35973 1849 577 168 131 1272 593 538 21708 2876 2724 1499 1225 18832 2479 16353 186 169 1352 34124 16638 511 1308 562 426 877 409
is_linear=0
shrinkage=0.1


Tree=1355
num_leaves=31
num_cat=0
split_feature=1 1 2 5 2 3 3 5 5 5 0 0 5 0 1 0 5 5 0 0 5 4 5 5 5 0 1 2 2 0
split_gain=3.08504e+12 3.51226e+13 3.43422e+13 3.03711e+13 4.19763e+13 3.59071e+13 6.30879e+13 4.21659e+13 5.37671e+13 5.40368e+13 3.1105e+13 3.00438e+13 3.00301e+13 2.92121e+13 2.69074e+13 3.15894e+13 4.34115e+13 4.74637e+13 4.22479e+13 2.99689e+13 2.96274e+13 2.54018e+13 6.5262e+13 5.33666e+13 3.57375e+13 3.57165e+13 2.63617e+13 5.50479e+13 4.04754e+13 2.62925e+13
threshold=82.970752000000019 82.964402850000013 22.500000000000004 34.010000000000012 7.5000000000000009 6.5000000000000009 7.5000000000000009 112.04500000000002 73.405000000000015 65.50500000000001 55.02863030000001 54.99493995000001 161.85000000000002 55.078308950000007 82.97193200000001 54.959412650000012 78.710000000000022 80.815000000000012 54.947737500000009 54.99493995000001 32.355000000000011 2.5000000000000004 62.995000000000012 59.245000000000012 59.810000000000009 55.030402950000003 82.967723800000016 2.5000000000000004 4.5000000000000009 54.944759500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 8 9 -5 11 -3 -6 -11 15 18 19 -18 -2 -17 -20 22 24 25 -8 -23 27 -25 -29 -24
right_child=14 2 -4 4 12 6 21 -9 -10 13 -12 -13 -14 -15 -16 16 17 -19 20 -21 -22 23 29 26 -26 -27 -28 28 -30 -31
leaf_value=-5.9560471107901574 -601.25417734508835 -2997.1086122102774 26331.607953820658 -5278.5172843461123 -39.349334287434061 123812.01343410328 5977.0405992164087 37789.927421550834 -56361.218480947071 -6815.8941982581964 9411.2655838760347 -19946.302584945297 -101862.76584051724 77598.764937500004 -95.685641100521963 34383.182574572274 155203.53437500002 7710.4388631184893 31407.925951992936 -250.54854527676471 -12526.028069477095 35393.72100836043 4867.6946628995711 38754.02506693294 30753.126001544333 -12075.18758960766 12385.892590462627 -22303.446161493979 13804.875675800749 -19254.268235801846
leaf_weight=3598076 7078 6889 591 3831 23457 46 17684 241 196 61 1671 1233 29 125 637985 279 40 48 157 2391 6875 1228 655 267 602 182 3365 968 457 1457
leaf_count=3598076 7078 6889 591 3831 23457 46 17684 241 196 61 1671 1233 29 125 637985 279 40 48 157 2391 6875 1228 655 267 602 182 3365 968 457 1457
internal_value=0 35.7368 2335.33 2115.95 3031.81 5425.63 6802.14 -2891.19 -5218.31 -2722.91 -3013.85 -5570.16 -165.079 49914.4 -199.915 -4142.1 5646.15 74752.8 -6055.36 3368.48 -11545.1 6601.79 4870.39 12062.9 6792.7 29266.5 7266.15 -2915.83 -10723.4 -11773.3
internal_weight=0 3.66331e+06 65235 64644 54851 31365 26911 4454 4213 4017 9793 8122 23486 186 654853 16868 2758 88 14110 2670 7032 26865 20398 6467 18286 1410 5057 1692 1425 2112
internal_count=4318164 3663311 65235 64644 54851 31365 26911 4454 4213 4017 9793 8122 23486 186 654853 16868 2758 88 14110 2670 7032 26865 20398 6467 18286 1410 5057 1692 1425 2112
is_linear=0
shrinkage=0.1


Tree=1356
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 3 3 1 1 5 5 0 4 1 3 6 5 5 3 5 2 5 5 1 1 1 6 1 1 3
split_gain=3.09567e+12 7.7661e+13 4.4303e+13 1.00701e+14 1.03116e+14 6.01165e+13 5.43423e+13 8.81138e+13 8.10648e+13 6.25058e+13 1.00606e+14 6.57302e+13 6.45693e+13 5.39084e+13 9.39223e+13 7.34181e+13 6.81168e+13 4.91866e+13 5.55297e+13 4.80436e+13 4.87288e+13 4.78791e+13 5.55348e+13 4.49771e+13 5.71662e+13 1.23018e+14 5.68626e+13 4.94357e+13 6.99162e+13 1.28191e+14
threshold=56.121679000000007 56.197733450000008 81.00500000000001 21.500000000000004 40.247294600000011 13.500000000000002 10.500000000000002 43.868031300000006 46.037218400000008 93.00500000000001 94.040000000000006 56.143542450000005 3.5000000000000004 47.208373000000009 8.5000000000000018 1.5000000000000002 107.05000000000001 114.05000000000001 9.5000000000000018 116.06000000000002 3.5000000000000004 177.02500000000003 137.05000000000004 37.314272700000011 37.516458750000005 37.620907050000007 1.5000000000000002 47.473138800000008 47.208373000000009 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 4 5 -4 7 17 -9 12 -11 19 -10 14 21 16 -15 18 -6 -12 -21 22 -13 -2 -25 -26 -27 28 29 -28
right_child=1 -3 3 -5 6 -7 -8 8 9 10 11 13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-49.888015241357692 16183.923819929141 -0.90825284479448709 -110548.09014208447 -54286.967205745961 13980.178862847222 17132.85060483871 719.29188248942683 -41777.00742938702 68428.130492589975 -146439.37635633681 15263.190407618893 112846.68752954307 -21482.382926343838 195679.77616185899 2526.8091638513515 -7529.6426559669389 6270.673310810811 213270.58247070314 137751.23180383135 18127.962191840281 -114523.87099880642 4541.1393750000007 267173.3364762931 -33543.217619493276 98701.77885432457 -6245.2340251679925 912.03005115444012 -5725.9700881230665 14457.564138973843 219122.35230034721
leaf_weight=3205370 2656 1080420 91 189 72 62 665 156 606 36 229 119 92 39 111 276 37 32 73 45 72 30 29 432 134 5643 9328 3500 7593 27
leaf_count=3205370 2656 1080420 91 189 72 62 665 156 606 36 229 119 92 39 111 276 37 32 73 45 72 30 29 432 134 5643 9328 3500 7593 27
internal_value=0 143.701 4969.75 16417.4 21070.3 -58808.1 25565.1 33609.2 27248.9 33505.8 17763.8 23752.9 56577.5 42712.7 74718 16435.6 103467 101057 76292.5 -11371.9 -63503.9 119736 143086 3774.34 2537.89 3132.25 2641.42 5093.85 7328.3 1541.82
internal_weight=0 1.11279e+06 32374 3061 2872 153 2719 2054 1877 1721 1023 987 698 641 289 352 76 177 145 346 117 178 148 29313 26657 26225 26091 20448 16948 9355
internal_count=4318164 1112794 32374 3061 2872 153 2719 2054 1877 1721 1023 987 698 641 289 352 76 177 145 346 117 178 148 29313 26657 26225 26091 20448 16948 9355
is_linear=0
shrinkage=0.1


Tree=1357
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 5 0 5 5 3 5 2 3 4 5 5 0 5 3 5 3 0 0 0 1 0 1 1 0 0
split_gain=3.20961e+12 3.20302e+13 4.76628e+13 3.30043e+13 2.4682e+13 3.55174e+13 4.02946e+13 2.04125e+13 3.64604e+13 2.98242e+13 1.82496e+13 2.44394e+13 2.95175e+13 2.96521e+13 5.33802e+13 1.68529e+13 1.62665e+13 3.10215e+13 1.92872e+13 2.3741e+13 1.69245e+13 1.47202e+13 5.2818e+13 3.72596e+13 3.51151e+13 3.1431e+13 3.05575e+13 7.87389e+13 4.09838e+13 4.65323e+13
threshold=92.896330950000007 92.928903050000017 56.093493200000005 56.028355650000009 3.5000000000000004 92.035000000000011 56.009576300000013 81.910000000000011 82.00500000000001 15.500000000000002 120.05000000000001 4.5000000000000009 13.500000000000002 3.5000000000000004 137.05000000000004 80.00500000000001 56.054485600000007 116.06000000000002 17.500000000000004 57.005000000000003 9.5000000000000018 52.719210700000012 56.028355650000009 56.197733450000008 103.85249100000001 56.301440000000007 104.38035940000002 93.043229050000022 53.37994195000001 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 9 -9 -2 16 -12 13 -13 -15 -4 17 18 19 -5 -18 24 26 -24 -3 -25 27 -23 -28 -30
right_child=1 21 15 10 -6 6 -8 8 -10 -11 11 12 -14 14 -16 -17 20 -19 -20 -21 -22 22 23 25 -26 -27 28 -29 29 -31
leaf_value=-13.212086876185902 -7458.8036690257941 12187.605728921939 -1942.3018096718188 11820.484320359996 -57521.823788568043 137484.58936298077 -5363.5872192382812 -131297.02830882353 4648.4394972780919 26604.131959240069 -58533.022874813993 130071.10437011719 -35347.044356617647 -94681.757945033489 91770.34662224265 -26064.969597919175 26109.852542168341 104196.39625000001 5018.0338041414798 28880.130565475883 3813.5125077525795 -5275.6061309273682 6264.1597740775269 -11007.623415385397 311.12176834157793 364.84425926594025 48922.419768767082 -31578.395953445197 -51316.118397271457 29029.373523731723
leaf_weight=4219079 1359 2627 4037 1758 79 39 40 34 47 317 84 29 85 28 34 312 395 40 1222 1522 2465 10017 8581 3083 47576 11478 223 1284 134 156
leaf_count=4219079 1359 2627 4037 1758 79 39 40 34 47 317 84 29 85 28 34 312 395 40 1222 1522 2465 10017 8581 3083 47576 11478 223 1284 134 156
internal_value=0 562.576 5008.66 8951.02 -2791.38 -436.422 65156.4 -3385.67 -52415.1 -1016.11 11885.9 -14154.3 7026.51 46606.2 7566.17 -3672.88 12800.5 16520.4 15741.4 19736.6 6892.9 -164.49 -1740.09 1037.25 932.589 -2043.05 -7180.5 -8264.08 16689.9 -8095.78
internal_weight=0 99085 13926 9577 1915 1836 79 1757 81 1676 7662 260 176 91 62 4349 7402 4542 4502 3280 2860 85159 34956 23142 50203 14561 11814 11301 513 290
internal_count=4318164 99085 13926 9577 1915 1836 79 1757 81 1676 7662 260 176 91 62 4349 7402 4542 4502 3280 2860 85159 34956 23142 50203 14561 11814 11301 513 290
is_linear=0
shrinkage=0.1


Tree=1358
num_leaves=31
num_cat=0
split_feature=3 5 5 4 3 1 0 5 0 5 1 1 5 1 5 1 5 5 5 2 5 0 0 1 4 3 1 5 1 1
split_gain=3.18094e+12 8.29073e+12 1.38224e+13 2.16495e+13 1.31135e+13 2.01951e+13 2.14096e+13 3.57905e+13 2.14529e+13 2.40954e+13 2.10263e+13 1.83556e+13 1.81327e+13 1.79504e+13 1.66842e+13 1.44846e+13 1.28189e+13 1.73486e+13 1.23335e+13 3.11782e+13 1.21319e+13 1.14539e+13 1.36651e+13 4.13466e+13 2.54925e+13 2.61453e+13 2.25112e+13 2.92202e+13 1.26941e+13 3.08484e+13
threshold=2.5000000000000004 42.005000000000003 49.995000000000012 2.5000000000000004 1.5000000000000002 43.048525950000005 44.226894250000008 65.50500000000001 56.338501050000012 65.045000000000016 28.619594500000002 39.630124250000001 58.995000000000012 30.410108300000001 58.040000000000006 36.761894450000007 54.035000000000004 55.730000000000011 79.730000000000018 1.5000000000000002 125.85000000000001 45.03656895000001 45.022371150000005 39.071052600000009 3.5000000000000004 1.5000000000000002 38.975980350000007 94.040000000000006 82.968597500000016 82.911991800000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 6 7 16 10 -10 12 -9 -8 -4 -7 -12 -6 -18 19 -13 -15 22 -5 24 26 -26 27 -24 29 -23
right_child=-2 2 3 21 5 14 8 11 9 -11 15 18 -14 20 -16 -17 17 -19 -20 -21 -22 28 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-501.3353970653626 -14.073051454922803 3203.1005635052334 -83987.948193359378 -608.98711698054592 -20498.295431385872 -1767.5736582589584 5161.7495065789481 4219.7126488095237 6774.2973170827026 45081.672725007978 -32047.282153753698 167773.46175595239 107329.29125976562 -9591.2912210097747 -12940.126413839556 -2046.5682513259349 114567.23999999999 10171.472899138622 177025.84478515625 -4544.5348214285723 40655.183597735973 2810.5701913112835 -45170.689348605811 43147.750355816832 90143.647645089295 -18950.31437533104 -14385.590448069852 -159339.98325000002 -2424.0738291505836 24445.800575039008
leaf_weight=46486 4205107 23294 32 3519 92 3913 38 21 1012 196 169 21 32 2486 2030 3371 20 78 20 21 49 20434 217 101 35 59 255 25 4350 681
leaf_count=46486 4205107 23294 32 3519 92 3913 38 21 1012 196 169 21 32 2486 2030 3371 20 78 20 21 49 20434 217 101 35 59 255 25 4350 681
internal_value=0 523.441 1239.03 181.869 -3121.93 -1624.24 2998.06 30241.1 1454.4 12989.7 -2405.62 85023.4 51866.9 -9559.59 -5583.88 -3478.81 6309.88 31476.7 112392 81614.5 -8620.06 1696.05 -3135.12 -15981.2 -26086.1 21669.8 -35118.4 -56965 2494.96 3508.35
internal_weight=0 113057 66571 43277 13601 11034 5091 273 4818 1208 3610 83 70 2567 5943 3540 190 98 62 42 2535 29676 4211 692 591 94 497 242 25465 21115
internal_count=4318164 113057 66571 43277 13601 11034 5091 273 4818 1208 3610 83 70 2567 5943 3540 190 98 62 42 2535 29676 4211 692 591 94 497 242 25465 21115
is_linear=0
shrinkage=0.1


Tree=1359
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 3 5 4 1 1 0 0 3 5 5 1 5 1 0 1 2 1 1 3 0 4 2 0 0
split_gain=3.07982e+12 3.50581e+13 6.66796e+13 6.93789e+13 7.45052e+13 8.79101e+13 5.86037e+13 6.83665e+13 6.36037e+13 7.42251e+13 5.70328e+13 5.32015e+13 1.11829e+14 1.0234e+14 6.83597e+13 2.94947e+14 6.40247e+13 6.66085e+13 5.63922e+13 1.92719e+14 5.30579e+13 7.23198e+13 5.14332e+13 1.10937e+14 1.26959e+14 9.94797e+13 2.16772e+14 9.84366e+13 8.71306e+13 8.31891e+13
threshold=56.758269450000007 56.876792350000009 61.284352600000013 53.140944450000006 37.098288800000006 7.5000000000000009 21.500000000000004 50.410000000000004 1.5000000000000002 60.528664650000003 60.648383500000008 56.838612000000005 56.852744000000008 25.500000000000004 51.815000000000005 50.805000000000007 60.601268000000012 85.91500000000002 60.611165000000007 56.863241500000008 60.648383500000008 2.5000000000000004 60.08989780000001 60.479177250000006 4.5000000000000009 56.802385350000009 2.5000000000000004 16.500000000000004 56.831297550000009 56.863241500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -5 -10 -11 -8 13 14 15 -13 17 -14 19 -18 21 -16 28 24 -24 -25 29 -28 -9 -27
right_child=1 -3 -4 6 -6 -7 11 22 9 10 -12 12 16 -15 20 -17 18 -19 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-43.914689149992817 32053.471117923364 -109.95851400695001 -16500.788432059591 3916.4253454005202 -21949.299757148518 -4791.460463758217 -3901.2662353225041 -21995.778850223174 6276.766199303961 -8847.6882807553666 4738.2697613720256 41956.855785224099 -10299.793113694324 -6896.9739909862419 -22308.892317708334 -222756.90354263631 93134.230235054987 -71917.580269468715 -5931.833865154279 -3116.2052725140002 20744.730839748008 94433.952280347905 78503.080185325409 201.56242715681481 13825.702977908566 28131.257286361415 3305.066257004788 91023.411267562988 3869.8095788002483 -4344.8812766908804
leaf_weight=3399081 710 769439 2016 36021 2301 7364 22107 1550 6818 14441 3931 403 1292 565 60 47 298 203 1268 689 204 459 463 14012 881 6933 15438 129 8151 890
leaf_count=3399081 710 769439 2016 36021 2301 7364 22107 1550 6818 14441 3931 403 1292 565 60 47 298 203 1268 689 204 459 463 14012 881 6933 15438 129 8151 890
internal_value=0 162.411 1562.88 1809.56 -6075.34 -1551.44 2405.58 3442.15 1220.78 -2633.92 -5940.74 -1713.56 7099.05 28067.2 44908.5 14309 -2619 -18666.6 8020.12 25944.2 63953.8 80937.7 6248.76 7879.12 36106.7 6864.79 10856.5 4031.97 -262.925 24436.5
internal_weight=0 919083 149644 147628 10375 8074 137253 109658 61211 25190 18372 27595 5488 1738 1173 450 3750 1495 2255 987 723 519 48447 38746 1344 37402 23390 15567 9701 7823
internal_count=4318164 919083 149644 147628 10375 8074 137253 109658 61211 25190 18372 27595 5488 1738 1173 450 3750 1495 2255 987 723 519 48447 38746 1344 37402 23390 15567 9701 7823
is_linear=0
shrinkage=0.1


Tree=1360
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 3 1 1 6 0 1 5 4 3 0 0 1 1 1 1 0 1 1 3 4 3 0 0 5
split_gain=3.3531e+12 4.80729e+13 8.01805e+13 7.05449e+13 6.81207e+13 6.52639e+13 6.93943e+13 9.4811e+13 5.06577e+13 4.26025e+13 7.53633e+13 8.34261e+13 8.60007e+13 7.28216e+13 6.59158e+13 6.96619e+13 1.89127e+14 1.35096e+14 2.47874e+14 1.92249e+14 1.07005e+14 9.32012e+13 1.62578e+14 7.90986e+13 7.45656e+13 6.83704e+13 6.50483e+13 1.46721e+14 1.6434e+14 1.90707e+14
threshold=57.581016350000006 57.178027650000011 65.610478850000007 114.05000000000001 39.925119750000007 60.837513500000007 10.500000000000002 40.247294600000011 39.826386800000009 1.5000000000000002 57.641335050000002 39.899261850000009 47.005000000000003 3.5000000000000004 5.5000000000000009 59.853570100000006 59.755965500000009 30.502469200000004 30.578016350000002 30.226173900000003 30.102666750000001 60.063729500000008 30.102666750000001 30.362552800000003 3.5000000000000004 2.5000000000000004 9.5000000000000018 59.982527000000012 59.904813200000007 67.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 -6 -3 13 11 12 -11 14 15 16 23 19 25 20 24 -17 -23 -2 -18 -19 27 28 -16 -30
right_child=9 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 26 21 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.9972394484880267 -31428.763555947582 -9201.0298947290594 9194.8017723504436 -63598.054572870169 4683.6218210334782 -3948.847087685735 -49237.079124659111 -21324.574091769435 5893.9425681368484 2964.3013019199057 511.40709674160399 -4181.196381538698 18314.663932095773 15835.483897850916 -10948.437275770546 -20278.792647102822 84339.922144214535 166258.03037912029 48058.005550963353 -13463.159061240172 80207.366984674576 113243.77979795258 1786.0169027548627 5834.7821261524114 -91613.12520663497 347756.76616379316 -949.53931782909081 -27468.957172733808 -4512.2197719629394 27163.510039530498
leaf_weight=3692239 620 3274 4060 210 2000 9792 593 4685 6927 7241 371441 5076 7359 2551 12096 2036 37 73 547 780 511 145 1343 7013 69 29 164391 2944 5025 3057
leaf_count=3692239 620 3274 4060 210 2000 9792 593 4685 6927 7241 371441 5076 7359 2551 12096 2036 37 73 547 780 511 145 1343 7013 69 29 164391 2944 5025 3057
internal_value=0 -35.2059 -3922.66 -5860.61 -5416.01 -9279.62 -16451.8 -13543.5 1049.23 220.563 830.892 6862.08 10701.5 -953.805 -1167.19 5662.22 10045.1 37044.7 74745 19530.4 61240.3 -6375.89 12647.2 2808 -30195.6 217861 -1648.05 -6614.31 -3571.58 7469.06
internal_weight=0 3.72378e+06 31541 27481 27271 17070 7278 6685 10201 594384 391117 19676 14600 203267 200716 13203 9679 2046 649 1397 617 3524 1488 7633 106 102 187513 23122 20178 8082
internal_count=4318164 3723780 31541 27481 27271 17070 7278 6685 10201 594384 391117 19676 14600 203267 200716 13203 9679 2046 649 1397 617 3524 1488 7633 106 102 187513 23122 20178 8082
is_linear=0
shrinkage=0.1


Tree=1361
num_leaves=31
num_cat=0
split_feature=5 4 3 5 0 5 3 1 2 5 3 0 0 1 5 5 0 0 0 2 0 5 2 5 1 0 5 2 3 2
split_gain=3.70171e+12 2.47151e+13 6.86738e+13 7.00743e+13 4.63136e+13 6.32893e+13 6.2867e+13 6.45437e+13 6.40319e+13 9.02785e+13 5.89822e+13 5.66121e+13 8.2924e+13 5.20748e+13 5.15393e+13 1.43051e+14 5.01364e+13 4.75463e+13 6.43033e+13 4.51922e+13 4.47744e+13 4.44206e+13 4.4028e+13 5.4144e+13 4.52925e+13 4.1696e+13 5.37752e+13 5.08481e+13 4.03409e+13 4.00368e+13
threshold=97.050000000000011 2.5000000000000004 13.500000000000002 225.45000000000002 52.719210700000012 101.05000000000001 19.500000000000004 39.614024000000008 4.5000000000000009 123.15000000000002 16.500000000000004 56.24640500000001 56.782419000000012 82.897133550000021 104.75000000000001 107.05000000000001 55.043101600000007 45.029420750000007 45.03656895000001 13.500000000000002 45.112033650000008 177.02500000000003 21.500000000000004 120.05000000000001 30.425002000000003 55.061033200000004 110.05000000000001 18.500000000000004 14.500000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 17 7 8 -7 14 -11 13 -13 21 -10 -16 -15 19 -19 28 -8 -6 24 -24 -14 27 -27 -18 -4 -9
right_child=1 -3 4 -5 11 6 20 29 9 10 -12 12 22 16 15 -17 25 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=17.114122737167882 -16145.701388980755 -138.4250224497539 18600.056244081439 10466.382648994271 -48156.298413870514 4056.4783114624024 -37004.135285750679 46926.639982982677 46235.911947408538 -59573.273259943177 104164.63755326705 76053.984172074517 15253.970799375451 32600.76263183594 336970.51272536063 112972.35053066039 -90208.678902384447 166428.05018136161 117.66830377509126 30057.00684291295 85581.601675575657 19006.428372167164 8295.26416015625 197784.17487500003 -32006.661546086689 140161.5860107422 -24599.21896033654 61.68048828125 -109068.83502209597 -53224.362198153409
leaf_weight=4175500 5389 132607 33 1212 529 80 138 101 41 44 44 186 521 320 39 106 120 28 137 56 38 121 38 25 332 32 52 130 99 66
leaf_count=4175500 5389 132607 33 1212 529 80 138 101 41 44 44 186 521 320 39 106 120 28 137 56 38 121 38 25 332 32 52 130 99 66
internal_value=0 -500.897 -5280.29 -11259.5 6140.05 23663.6 41135.5 58591 82765.9 105747 22295.7 -1507.36 15178.7 -15608.6 145229 173220 4313.81 -10834.9 28340 -45217.1 -10536.8 -35653.7 2817.61 83489.3 -3140.55 -22787.5 38166.8 -43268.1 -77151.6 7346
internal_weight=0 142664 10057 6601 3456 1050 697 521 354 274 88 2406 1102 1304 186 145 654 353 165 188 176 650 916 63 853 334 84 250 132 167
internal_count=4318164 142664 10057 6601 3456 1050 697 521 354 274 88 2406 1102 1304 186 145 654 353 165 188 176 650 916 63 853 334 84 250 132 167
is_linear=0
shrinkage=0.1


Tree=1362
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 3 0 1 3 0 0 0 3 1 3 5 3 5 0 1 5 3 5 4 0 5 5 6 2
split_gain=3.34016e+12 4.34056e+13 2.02801e+14 1.96599e+14 1.807e+14 1.50295e+14 1.82911e+14 1.48521e+14 1.13624e+14 8.73015e+13 1.0931e+14 1.78996e+14 7.923e+13 7.84595e+13 9.62053e+13 8.67964e+13 7.58465e+13 7.05954e+13 8.13171e+13 6.30702e+13 8.96022e+13 1.18061e+14 1.22549e+14 1.10844e+14 1.00476e+14 9.96355e+13 8.82684e+13 1.8909e+14 8.4155e+13 7.41988e+13
threshold=38.781124500000011 38.975980350000007 45.254062050000009 45.112033650000008 55.801980100000009 55.299834250000011 13.500000000000002 55.07108800000001 38.984911950000004 24.500000000000004 45.047272400000004 45.063245200000004 45.059881250000011 20.500000000000004 38.950530550000003 14.500000000000002 98.020000000000024 4.5000000000000009 85.91500000000002 45.03656895000001 38.959914000000005 52.020000000000003 21.500000000000004 51.815000000000005 1.5000000000000002 45.022371150000005 68.52500000000002 71.715000000000018 1.5000000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 7 -7 17 9 10 -3 16 19 14 15 -5 -12 -4 -19 20 25 22 -22 -24 26 -2 -23 -28 -21 -26
right_child=1 8 4 13 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 28 21 24 23 -25 29 -27 27 -29 -30 -31
leaf_value=133.61040163271062 -13649.935920507101 -5571.0043578742388 -3773.3154573654629 28238.994822770313 -807.98505917081729 -36283.394003673275 211583.05754557296 22007.25956373279 -27.333968219910176 58244.833344469575 30199.310809841172 5727.2236424495277 2168.2027822390278 116531.72044826602 -13551.355949362345 -28352.929846442235 90803.435050815824 -20806.79969318791 -89646.889949087083 -22577.531664985894 -1085.0969695814406 55278.829986173754 -11944.587894694012 -230404.24652777781 12732.534711563101 3122.0646341483639 431132.46968750004 -3712.8359765625 -4864.3256527723088 71074.467057291666
leaf_weight=1305419 6148 4758 2967 3771 11277 3914 30 1184 2872753 342 2394 9000 44277 82 811 292 226 4767 178 2999 2987 291 48 45 3186 8356 20 20 25388 234
leaf_count=1305419 6148 4758 2967 3771 11277 3914 30 1184 2872753 342 2394 9000 44277 82 811 292 226 4767 178 2999 2987 291 48 45 3186 8356 20 20 25388 234
internal_value=0 -57.8932 -1895.57 115.092 -10077.7 -18094.1 -34398 -11024.8 20.5065 8240.23 7196.05 12423.7 -908.379 19527 17895 24171.8 35427 -15968 -23284.8 -3648.05 460.148 9903.25 -4604.78 -117651 21816 -3987.3 74424.6 213710 -6735.67 16724.4
internal_weight=0 3.01274e+06 123272 98955 24317 13040 3944 9096 2.88947e+06 16720 16378 11620 93999 4956 4874 4063 2620 7912 4945 49722 21335 6831 3080 93 3751 14504 331 40 28387 3420
internal_count=4318164 3012745 123272 98955 24317 13040 3944 9096 2889473 16720 16378 11620 93999 4956 4874 4063 2620 7912 4945 49722 21335 6831 3080 93 3751 14504 331 40 28387 3420
is_linear=0
shrinkage=0.1


Tree=1363
num_leaves=31
num_cat=0
split_feature=5 0 0 3 2 1 3 2 0 0 5 3 1 1 1 2 0 3 5 1 3 2 1 5 1 0 6 3 5 0
split_gain=3.46565e+12 1.2871e+13 1.49145e+13 1.77939e+13 2.14428e+13 2.63948e+13 2.75456e+13 1.84887e+13 1.34324e+13 7.45041e+13 4.61558e+13 4.8073e+13 3.58388e+13 6.13798e+13 4.12359e+13 4.09842e+13 4.77136e+13 5.10725e+13 6.13855e+13 1.10972e+14 5.24892e+13 5.04592e+13 4.97045e+13 4.66207e+13 4.46586e+13 5.33609e+13 3.97494e+13 3.31193e+13 3.29382e+13 3.25146e+13
threshold=100.05000000000001 43.056445700000005 42.966471700000007 4.5000000000000009 3.5000000000000004 47.473138800000008 3.5000000000000004 1.5000000000000002 45.005863250000004 44.982728700000003 137.05000000000004 13.500000000000002 43.808567100000012 45.148007750000012 46.037218400000008 8.5000000000000018 44.893607100000004 13.500000000000002 110.05000000000001 37.792847950000002 14.500000000000002 11.500000000000002 37.328003200000005 107.05000000000001 37.314272700000011 44.874285750000006 1.5000000000000002 15.500000000000002 102.01000000000001 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4 9 12 11 -11 15 -14 -15 26 17 28 19 23 -21 -22 -18 27 -20 -26 -3 -19 -17 -28
right_child=1 8 3 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 -16 16 22 18 24 20 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=15.069103954945687 -1555.1877506500753 -13578.656844368426 5558.8155570652179 8358.6069528258431 124050.6259837963 -65436.722734034345 52252.28205236487 119154.74404296876 -417.52179681609834 -14133.296145864635 15095.902492804276 -76692.356106363935 -67194.047833776698 26340.926460920062 -42104.293484644397 75281.955965523099 152630.54805836399 -172194.549375 85133.098859797305 219670.09111328126 -23789.852929687502 114969.53246299343 -29105.675173611115 90768.903587962966 -19056.639571173073 -130302.37938829786 11785.959664312089 -30739.264672851565 -46943.006893102138 -12209.439538703104
leaf_weight=4199349 1684 1028 23 1775 27 43 37 38 106947 208 133 300 221 224 145 23 34 20 37 28 40 76 27 27 522 47 3809 96 533 663
leaf_count=4199349 1684 1028 23 1775 27 43 37 38 106947 208 133 300 221 224 145 23 34 20 37 28 40 76 27 27 522 47 3809 96 533 663
internal_value=0 -532.596 5332.85 11302.7 42408.7 26775.1 -11005.6 76323.5 -717.285 -4607.45 -37347.4 -51077.6 -1846.09 -25516.3 -554.892 146.127 -14446.8 -18094 -3280.07 34818 96783.7 67121.5 72189.9 -27581.1 -21323.2 -28245.7 4152.55 -55128.1 -41886.9 8228.5
internal_weight=0 118815 3627 1943 168 141 80 61 115188 8241 641 508 7600 590 369 7010 1510 1449 893 287 144 116 61 143 606 569 5500 116 556 4472
internal_count=4318164 118815 3627 1943 168 141 80 61 115188 8241 641 508 7600 590 369 7010 1510 1449 893 287 144 116 61 143 606 569 5500 116 556 4472
is_linear=0
shrinkage=0.1


Tree=1364
num_leaves=31
num_cat=0
split_feature=0 5 5 0 6 5 3 1 1 3 5 3 0 1 1 3 0 5 6 1 2 1 3 5 5 6 5 1 3 3
split_gain=3.26762e+12 3.17266e+13 9.23518e+13 6.863e+13 2.7582e+14 2.2662e+14 1.89664e+14 2.86678e+14 2.42282e+14 1.05903e+14 6.98829e+13 1.2625e+14 5.85842e+13 2.01625e+14 3.05022e+14 1.76646e+14 6.89372e+14 1.56881e+14 1.52651e+14 1.27902e+14 1.26517e+14 1.22642e+14 1.65847e+14 1.22161e+14 1.34033e+14 1.15573e+14 8.78912e+13 7.55201e+13 7.63565e+13 9.93742e+13
threshold=55.576287050000012 59.245000000000012 60.610000000000007 55.56564190000001 1.5000000000000002 74.010000000000005 16.500000000000004 37.503486000000002 37.487839250000007 15.500000000000002 85.020000000000024 19.500000000000004 55.535913550000011 37.582182450000005 37.542000650000013 21.500000000000004 55.551692500000009 79.730000000000018 1.5000000000000002 37.855187800000003 9.5000000000000018 37.559851850000008 13.500000000000002 105.35000000000001 72.010000000000005 1.5000000000000002 100.05000000000001 36.761894450000007 3.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 -5 7 8 -7 -9 -6 -12 -4 14 17 16 21 27 -18 23 -20 -16 -23 24 -15 -21 -19 -14 -29 -30
right_child=-2 2 3 4 10 6 -8 9 -10 -11 11 -13 13 19 15 -17 18 26 20 25 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=317.21966401995667 -97.252550491357155 -4147.0380134652733 -101.45644483448656 18587.56600063619 31822.37328524435 -5409.1714583391922 -90696.64664986037 45239.694921875001 -143651.01842105263 268868.52666666667 100109.32581410918 -108272.79096679688 -86130.792129794034 -17160.213491013721 43215.379958132486 16026.502436252964 298799.74669989228 -41888.06313858684 208217.49620225697 79632.195415089664 -12945.851439144739 37709.510354764345 -187857.28544642858 64873.559793763248 -60065.35408081799 -15266.705153789471 22988.427361505685 115075.29110069863 -69543.063986022215 10364.191732597046
leaf_weight=1673581 1919283 62569 648034 1591 1635 764 442 40 152 45 318 32 88 1436 188 941 116 1523 81 193 38 61 70 118 1477 383 242 65 166 2492
leaf_count=1673581 1919283 62569 648034 1591 1635 764 442 40 152 45 318 32 88 1436 188 941 116 1523 81 193 38 61 70 118 1477 383 242 65 166 2492
internal_value=0 77.8093 -474.614 -127.897 11521.3 -7440.34 -36137.8 -12046.8 -28348.9 163631 40503.6 81057.2 -216.793 -7939.66 3185.9 42401.4 87200.7 -9625.99 217168 -26665.3 137594 -8543.07 -82822.4 -34874.1 -38914.7 16531 -32992.8 5045.82 7992.4 5373.75
internal_weight=0 2.39888e+06 725300 662731 5019 3034 1443 1001 916 85 1985 350 657712 9678 6071 1495 554 4576 235 3607 119 319 131 3031 2913 576 1765 2811 2723 2658
internal_count=4318164 2398881 725300 662731 5019 3034 1443 1001 916 85 1985 350 657712 9678 6071 1495 554 4576 235 3607 119 319 131 3031 2913 576 1765 2811 2723 2658
is_linear=0
shrinkage=0.1


Tree=1365
num_leaves=31
num_cat=0
split_feature=5 4 1 0 0 0 1 6 1 2 1 1 5 2 5 2 2 2 3 5 1 3 2 2 0 5 2 2 2 3
split_gain=3.1632e+12 2.77711e+13 3.18537e+13 4.61582e+13 3.37063e+13 1.14353e+14 6.72047e+13 9.05302e+13 8.18838e+13 7.64302e+13 4.7748e+13 6.30196e+13 7.82472e+13 1.71397e+14 2.95996e+14 5.83561e+13 6.85362e+13 1.2089e+14 1.38543e+14 9.99995e+13 1.11238e+14 6.31558e+13 6.21901e+13 4.66445e+13 4.80146e+13 4.56349e+13 4.5257e+13 5.28282e+13 5.5105e+13 8.14829e+13
threshold=77.00500000000001 2.5000000000000004 20.507360500000004 54.725565150000001 45.067452850000002 45.053747000000008 39.011252750000004 1.5000000000000002 39.007683500000006 10.500000000000002 37.777459000000007 38.969379750000009 101.05000000000001 9.5000000000000018 107.05000000000001 5.5000000000000009 8.5000000000000018 7.5000000000000009 23.500000000000004 93.00500000000001 38.959914000000005 21.500000000000004 1.5000000000000002 19.500000000000004 55.834684950000003 109.05000000000001 16.500000000000004 12.500000000000002 8.5000000000000018 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 7 8 -7 -9 -4 12 15 25 -15 22 17 -17 -19 -18 21 -21 -12 -6 -25 -14 27 28 -13 -30
right_child=1 -3 4 -5 23 6 -8 9 -10 -11 11 26 13 14 -16 16 19 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-30.409162587399624 34853.568707682294 532.34273875908445 -20921.423392307057 -15785.809583695023 -3950.48597846946 78893.281103515634 -7580.9508590621954 49691.276014896226 276392.80793269229 -7699.5964993329126 -44538.39919646921 380.31398977878632 -37870.027239752431 518501.81017950154 52833.265384615392 3160.7919032394511 24909.914406719443 -54854.741007667828 -275641.13464830187 26515.111560744386 -273556.40215773811 -103147.6105416166 37707.568217696433 -1742.939274588314 31095.365982063471 72483.829666095888 -33663.562314184841 23859.558363101991 -2214.1068939692432 -47647.722499367046
leaf_weight=3834157 540 421593 1088 270 44794 109 400 670 26 355 103 6735 77 21 39 314 907 135 36 89 21 65 856 1034 782 73 455 762 1010 648
leaf_count=3834157 540 421593 1088 270 44794 109 400 670 26 355 103 6735 77 21 39 314 907 135 36 89 21 65 856 1034 782 73 455 762 1010 648
internal_value=0 240.892 -1727.79 17973.8 -1986.84 2137.29 27764.7 39952.9 116930 29814.4 -838.659 931.149 14321.1 72973.2 215817 9445.01 -2445.52 -33682.4 -101336 11556.2 -57653.9 -28212.7 28874.1 -3313.53 12397.8 15835.5 -2881.01 -1351.13 -3640 -19971
internal_weight=0 484007 62414 810 61604 14994 1560 1160 135 1025 13434 12346 2736 210 60 2526 1567 485 171 1082 175 154 959 46610 1816 150 9610 9155 8393 1658
internal_count=4318164 484007 62414 810 61604 14994 1560 1160 135 1025 13434 12346 2736 210 60 2526 1567 485 171 1082 175 154 959 46610 1816 150 9610 9155 8393 1658
is_linear=0
shrinkage=0.1


Tree=1366
num_leaves=31
num_cat=0
split_feature=5 5 3 4 1 1 4 0 1 3 1 1 3 0 0 1 3 1 1 3 0 2 3 3 0 1 0 0 0 4
split_gain=3.43525e+12 1.11413e+13 6.39353e+13 6.81521e+13 4.96318e+13 4.51352e+13 3.72148e+13 5.79851e+13 3.50287e+13 3.72247e+13 3.34016e+13 6.28722e+13 4.43081e+13 3.57061e+13 4.63267e+13 3.74255e+13 5.22191e+13 5.11125e+13 3.58653e+13 4.55738e+13 4.13385e+13 3.81236e+13 3.64131e+13 5.92438e+13 3.28456e+13 8.84425e+13 3.32934e+13 7.41273e+13 3.4564e+13 3.27503e+13
threshold=100.05000000000001 99.555000000000021 11.500000000000002 1.5000000000000002 30.226173900000003 39.826386800000009 3.5000000000000004 60.017447350000005 39.767857750000005 8.5000000000000018 39.718803500000007 39.739656000000004 5.5000000000000009 60.693675950000006 59.939091550000008 30.305955500000003 5.5000000000000009 30.278357500000002 30.305955500000003 8.5000000000000018 55.695992150000002 3.5000000000000004 9.5000000000000018 4.5000000000000009 57.106514900000001 39.863684800000009 55.061033200000004 55.110554300000004 55.160271200000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 10 7 -4 -3 -10 13 -12 -13 14 18 17 -17 -16 19 21 29 -5 23 -22 25 -7 -27 -28 -29 -20
right_child=-2 2 4 5 -6 24 -8 -9 9 -11 11 12 -14 -15 15 16 -18 -19 20 -21 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=6.6981761688516332 -530.25540367226029 -164526.71138731061 10668.433259548612 -28389.726377118648 14221.960214160337 -202196.78518880208 -166611.90628551136 -173870.90614071803 -3080.9587139423079 -140999.02494245258 108633.20954745678 -63973.211193426723 50523.410083912044 -127475.74228515626 39918.437828947375 66687.260398204293 -76596.612461890254 192118.95987413195 -6015.4347098603739 35200.259630102046 -13255.24004111602 -149836.72420388926 -40296.05421519887 77598.501400336871 21033.966774116128 -2458.9153662658796 -67173.874240451391 87905.466367536283 -13209.32520694059 75034.098190542369
leaf_weight=4188461 118815 33 90 59 4344 24 22 21 65 28 94 58 81 20 57 67 41 36 1209 49 107 46 55 218 354 2344 288 35 991 52
leaf_count=4188461 118815 33 90 59 4344 24 22 21 65 28 94 58 81 20 57 67 41 36 1209 49 107 46 55 218 354 2344 288 35 991 52
internal_value=0 15.0029 3209.7 -3193.94 12379.6 -1734.09 -47793.9 -24244.4 -76012.8 -44604.7 9618.27 45465.5 2747.84 5475.21 6807.39 52334.4 12292.5 98834.8 1709.37 -44432.9 6039.61 -81595.1 34952.3 47686.7 -8060.02 -10857.2 -9601.84 -22343.9 -9759.99 -2673.19
internal_weight=0 4.19935e+06 10888 6411 4477 6285 133 111 126 93 2249 233 139 2016 1996 201 108 93 1795 154 1641 105 380 325 4036 3682 3658 1314 1026 1261
internal_count=4318164 4199349 10888 6411 4477 6285 133 111 126 93 2249 233 139 2016 1996 201 108 93 1795 154 1641 105 380 325 4036 3682 3658 1314 1026 1261
is_linear=0
shrinkage=0.1


Tree=1367
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 0 3 6 0 0 3 3 0 0 3 3 0 6 0 6 0 5 5 6 5 4 5 1 1 2
split_gain=3.07703e+12 4.87063e+13 7.24493e+13 1.22472e+14 1.61211e+14 2.22717e+14 1.23594e+14 1.21883e+14 2.28953e+14 1.80205e+14 2.73089e+14 1.07237e+14 1.16092e+14 1.03456e+14 1.61949e+14 1.21294e+14 1.17669e+14 1.20283e+14 1.17125e+14 2.25755e+14 1.43951e+14 1.1304e+14 1.01107e+14 9.68467e+13 9.47213e+13 8.93358e+13 1.15636e+14 9.51559e+13 8.87699e+13 8.75536e+13
threshold=37.66934650000001 37.712318250000003 55.745923000000012 19.500000000000004 10.500000000000002 55.751981950000008 15.500000000000002 1.5000000000000002 55.719391050000006 55.68356880000001 24.500000000000004 23.500000000000004 55.751981950000008 55.851332700000007 11.500000000000002 16.500000000000004 55.86787755000001 1.5000000000000002 55.769960200000007 1.5000000000000002 55.795550600000006 77.00500000000001 72.705000000000013 1.5000000000000002 45.005000000000003 3.5000000000000004 90.015000000000015 37.692869000000009 37.692869000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 8 9 28 -11 12 -5 14 -7 18 29 -18 -16 20 -20 23 -21 -17 -14 26 -13 -28 -2 -15
right_child=1 -3 3 11 5 13 -8 -9 -10 10 -12 25 24 16 15 21 17 -19 19 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=162.20491843163359 33896.614794638888 -5.9716621991949692 -5248.7990501195354 49664.950749495591 128162.1776969401 168986.92570594882 -32731.838281250002 -16087.080832675623 -68079.79829916374 191358.49333043981 -202758.54486607143 -667.19787746141992 -1681.1736699156966 1973.9665731859457 -24405.035551613404 96980.858050130206 -15870.443764319556 28630.732499423648 202950.4032420927 -11435.37808889366 54566.692368627795 239980.43648648649 123898.07773277408 -4426.5182163558475 -34464.691186635675 -69230.051279017862 76892.309344223482 -60012.150950520838 -1061.032814291442 -91064.809703397535
leaf_weight=920268 949 3364080 4941 227 270 83 58 9147 403 108 21 5096 1304 191 541 240 1017 1508 103 581 179 37 61 155 2719 175 330 60 3097 215
leaf_count=920268 949 3364080 4941 227 270 83 58 9147 403 108 21 5096 1304 191 541 240 1017 1508 103 581 179 37 61 155 2719 175 330 60 3097 215
internal_value=0 -43.9307 -3820.17 5.53351 7709.29 19930.3 99711.4 -9420.33 3900.07 10848.1 127200 -7907.31 -19912.4 14601.8 32260.9 26278.7 2672.47 10706.9 12547.5 34183.1 108764 72843.9 1423.41 57188.1 -23838.4 1105.54 3349.2 55830.1 7138.38 -47295.3
internal_weight=0 3.3979e+06 33816 20091 10180 5239 328 13725 4578 4175 129 9911 4250 4911 1980 1897 2931 2525 1465 924 282 432 642 395 4023 5661 5486 390 4046 406
internal_count=4318164 3397896 33816 20091 10180 5239 328 13725 4578 4175 129 9911 4250 4911 1980 1897 2931 2525 1465 924 282 432 642 395 4023 5661 5486 390 4046 406
is_linear=0
shrinkage=0.1


Tree=1368
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 3 1 5 2 1 1 5 5 5 5 1 5 3 5 6 1 5 3 1 3 5 3 1 6
split_gain=3.02043e+12 3.32856e+13 8.63954e+13 7.11794e+13 8.32443e+13 7.81769e+13 1.38176e+14 1.73002e+14 9.03891e+13 8.01405e+13 1.12974e+14 7.32681e+13 1.70244e+14 7.09905e+13 7.04116e+13 8.11533e+13 8.84425e+13 7.01112e+13 6.45009e+13 5.91733e+13 5.9535e+13 8.90534e+13 5.81049e+13 5.60604e+13 6.41658e+13 5.54861e+13 6.1733e+13 5.46383e+13 8.30547e+13 8.09727e+13
threshold=54.978840000000005 55.002082750000007 61.42204370000001 82.907204800000002 54.986619450000006 8.5000000000000018 10.500000000000002 83.015546400000019 62.015000000000008 9.5000000000000018 82.958618050000013 83.00362155000002 88.015000000000015 161.85000000000002 94.040000000000006 116.06000000000002 82.871296800000025 23.035000000000004 5.5000000000000009 73.995000000000019 1.5000000000000002 82.784560750000011 177.02500000000003 14.500000000000002 65.659480050000013 15.500000000000002 59.810000000000009 20.500000000000004 82.911991800000024 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 14 11 8 27 17 -10 -11 12 -5 -13 -4 16 -16 -7 -18 20 -6 23 -21 24 -22 26 -23 29 -29 -8
right_child=1 -3 3 5 19 6 7 -9 9 10 -12 13 -14 -15 15 -17 18 -19 -20 22 21 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-110.67021228778219 -32217.842545890278 8.6058162942351881 6062.9924991064545 -20183.631290177687 -12103.78715098754 -66189.123764880962 31156.140557462859 -20852.282790985239 48303.1961161078 -124625.80516098485 68483.30618722098 12616.785862563296 114003.38646763394 -87069.856788429068 -4643.8126015625003 -13259.522315492022 309238.74715909094 16430.58485834764 116405.81995522103 -17447.873232353948 -14031.622814358268 -1272.3380452140816 120151.95037802419 815.44436561426551 35490.649344741505 11040.532014259981 -17835.683310336379 -39348.415917942213 4902.9522859200033 7642.865842381012
leaf_weight=1569659 718 2682478 10725 2684 4270 105 2064 2362 1496 66 56 2063 98 74 50 94 22 4713 82 3055 314 11443 31 1401 1569 2727 2801 460 5441 5043
leaf_count=1569659 718 2682478 10725 2684 4270 105 2064 2362 1496 66 56 2063 98 74 50 94 22 4713 82 3055 314 11443 31 1401 1569 2727 2801 460 5441 5043
internal_value=0 63.2033 2281.33 2660.61 -86.9381 6627.37 9196.17 4045.08 21497.6 41947.7 -35985.6 -4760.17 -15456.7 9164.84 7281.1 59959.5 104652 14630 157197 -3015.1 -1372.94 889.25 -16065.6 15962.6 27232.6 -2027.55 -4529.42 8565.95 1453.43 14471.5
internal_weight=0 2.7485e+06 66027 65309 38584 26725 21806 15370 6436 1618 122 4919 2782 2137 10973 248 154 4818 104 27611 24525 20255 3086 3284 1883 16971 14244 13008 5901 7107
internal_count=4318164 2748505 66027 65309 38584 26725 21806 15370 6436 1618 122 4919 2782 2137 10973 248 154 4818 104 27611 24525 20255 3086 3284 1883 16971 14244 13008 5901 7107
is_linear=0
shrinkage=0.1


Tree=1369
num_leaves=31
num_cat=0
split_feature=3 3 1 5 5 4 2 0 1 3 5 5 0 0 3 1 1 4 0 1 1 0 5 0 0 5 2 2 5 5
split_gain=3.07813e+12 8.70133e+12 4.05636e+13 4.90462e+13 7.99599e+13 6.76799e+13 6.23548e+13 5.68586e+13 5.98355e+13 5.37032e+13 5.26033e+13 4.88413e+13 4.88812e+13 4.67575e+13 4.50701e+13 8.54722e+13 8.49402e+13 6.62083e+13 9.81991e+13 5.94342e+13 5.29448e+13 9.41997e+13 4.63299e+13 4.61334e+13 4.42834e+13 1.09468e+14 1.45538e+14 6.17888e+13 5.90182e+13 4.63662e+13
threshold=2.5000000000000004 4.5000000000000009 42.09605220000001 47.005000000000003 95.020000000000024 1.5000000000000002 1.5000000000000002 43.592450450000008 39.969502550000009 3.5000000000000004 18.050000000000004 34.920000000000009 46.672631750000008 43.642715500000008 3.5000000000000004 37.098288800000006 37.752451500000006 3.5000000000000004 57.60800230000001 36.585378200000001 39.726951800000002 44.580511600000001 103.45000000000002 47.287300150000007 44.678200800000006 91.050000000000011 3.5000000000000004 3.5000000000000004 51.815000000000005 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 24 7 14 8 -2 -10 13 -9 -13 -7 15 19 -17 20 -19 22 21 -18 -6 -23 25 27 -27 28 -5 -30
right_child=1 -3 -4 4 6 10 -8 11 9 -11 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=514.91268165651968 -4336.6481471790348 23.028004214259695 -1930.1881433362996 -7239.0254677554258 -8691.2039513934342 153343.89954007056 -11379.432228081352 -1539.6559703130065 -55600.82164272324 -5572.1753996588513 -6696.1262184114421 246.42719792239978 8825.1338451532847 22777.122512855851 -5202.4634721963484 -87474.330841619332 193265.33044270833 38979.902421137973 246647.45878232759 247052.95007440477 -58237.011149088539 -68871.882674005683 104470.20556126646 75545.425308145059 3047.3677054030559 35416.401447916665 287423.11136363639 -16690.749556625648 24705.199648044319 -18943.291577518346
leaf_weight=113057 3010 3945856 119267 923 53 31 6080 26412 498 377 19839 13293 13275 238 671 77 30 106 29 21 102 55 114 37 50518 75 33 709 3114 264
leaf_count=113057 3010 3945856 119267 923 53 31 6080 26412 498 377 19839 13293 13275 238 671 77 30 106 29 21 102 55 114 37 50518 75 33 709 3114 264
internal_value=0 -13.8438 -575.04 579.553 2648.38 -1114.01 -7135.81 649.271 -11027.9 -34045.6 -6100.55 1505.55 4532.87 37823.9 12787.9 32133.4 7830.58 28272 83590 88495.1 -5066.91 39386.8 68556.7 -10791 3945.35 12809.1 112418 10661.8 15170.7 21293.9
internal_weight=0 4.20511e+06 259251 139984 63011 76973 7375 56865 3885 875 20108 52980 26568 269 1295 624 436 359 135 188 224 122 167 92 55636 5118 108 5010 4301 3378
internal_count=4318164 4205107 259251 139984 63011 76973 7375 56865 3885 875 20108 52980 26568 269 1295 624 436 359 135 188 224 122 167 92 55636 5118 108 5010 4301 3378
is_linear=0
shrinkage=0.1


Tree=1370
num_leaves=31
num_cat=0
split_feature=1 1 5 3 4 0 6 3 6 3 0 0 0 0 0 5 0 3 5 0 5 5 1 0 1 0 0 3 1 3
split_gain=3.24863e+12 5.06608e+13 2.49732e+14 1.27604e+14 9.90602e+13 6.89276e+13 6.05109e+13 6.35944e+13 5.81229e+13 5.65243e+13 5.7209e+13 4.93809e+13 4.67243e+13 1.60658e+14 1.47553e+14 7.58094e+13 5.58924e+13 1.75658e+14 6.98128e+13 5.29301e+13 5.27305e+13 4.4886e+13 4.44013e+13 1.30211e+14 3.2915e+14 3.0664e+14 1.69954e+14 4.22513e+14 1.48304e+14 1.86204e+14
threshold=37.098288800000006 36.761894450000007 71.00500000000001 6.5000000000000009 2.5000000000000004 55.173809400000003 1.5000000000000002 16.500000000000004 1.5000000000000002 5.5000000000000009 55.899899800000007 55.551692500000009 55.851332700000007 55.784980300000008 55.87722990000001 177.02500000000003 55.619594000000006 8.5000000000000018 101.05000000000001 55.701368300000006 99.555000000000021 123.15000000000002 37.39371280000001 55.87722990000001 37.362912300000012 55.899899800000007 55.91302515000001 16.500000000000004 37.275078000000001 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 -5 9 -4 -11 -8 13 15 -14 16 -10 18 19 -18 -19 -20 23 -2 28 -26 27 -27 29 -25
right_child=22 2 8 4 -6 -7 11 -9 12 10 -12 -13 14 -15 -16 -17 17 20 21 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-57.718431677016355 697.06585585299842 -28869.389359902812 -31228.904808643201 -57559.721138715075 26842.482682925678 11261.805935063947 14123.490295227311 9273.6198684210522 -7633.4155996617455 -143535.38970444625 -175.77859375000003 -14350.505269408575 -164415.98772095959 130346.41700942095 -30543.565719460952 157289.11463068181 -144885.18533653844 -68287.737887028299 173503.751953125 8027.5347092633929 -158884.37137239584 10104.11317349138 -28.088404083696162 15425.144661412782 193173.19257939328 305155.77236607147 -11065.432327294538 44750.718132522292 -17050.376515324853 -28789.970021963396
leaf_weight=518716 100821 457 158 568 645 6741 701 190 634 136 35 4644 99 68 489 22 26 448 40 175 75 29 3667889 9887 154 70 381 567 2245 1054
leaf_count=518716 100821 457 158 568 645 6741 701 190 634 136 35 4644 99 68 489 22 26 448 40 175 75 29 3667889 9887 154 70 381 567 2245 1054
internal_value=0 -230.625 -5706.18 -547.769 -10427 8713.88 -14365.9 -40807.3 -35262.1 -74349.9 -114193 -10616.1 -29152.9 -19877.3 -53083.3 -26927.2 -29767.2 -47463.1 18040.6 -11752.2 -81279.6 104829 32.6208 1965.91 10875.7 61661.5 41766.8 73366.7 6361.72 11165.7
internal_weight=0 535096 16380 13946 6748 7198 6103 758 2434 329 171 5345 2105 1517 588 1449 1427 793 270 201 523 69 3.78307e+06 115179 14358 1172 1018 637 13186 10941
internal_count=4318164 535096 16380 13946 6748 7198 6103 758 2434 329 171 5345 2105 1517 588 1449 1427 793 270 201 523 69 3783068 115179 14358 1172 1018 637 13186 10941
is_linear=0
shrinkage=0.1


Tree=1371
num_leaves=31
num_cat=0
split_feature=1 0 4 5 3 3 4 0 0 5 1 5 0 3 3 1 3 5 4 0 3 0 3 4 5 3 5 5 4 5
split_gain=3.11236e+12 1.0419e+13 9.62521e+12 1.03997e+13 1.78734e+13 3.02473e+13 2.33483e+13 1.20264e+13 9.16785e+12 9.06633e+12 9.05965e+12 8.73066e+12 8.56613e+12 2.85961e+13 8.24045e+12 7.56526e+12 2.12511e+13 2.61307e+13 1.72237e+13 1.39475e+13 1.30159e+13 1.04327e+13 1.12973e+13 1.20046e+13 1.03373e+13 1.61578e+13 1.56872e+13 2.56954e+13 3.78523e+13 1.03146e+13
threshold=113.46563545000002 43.056445700000005 4.5000000000000009 125.85000000000001 6.5000000000000009 8.5000000000000018 3.5000000000000004 52.056565900000003 63.563300600000012 128.92000000000004 114.17164950000002 34.010000000000012 51.369916400000001 4.5000000000000009 3.5000000000000004 104.38035940000002 5.5000000000000009 114.05000000000001 2.5000000000000004 51.83362145000001 10.500000000000002 51.717367500000009 4.5000000000000009 1.5000000000000002 75.750000000000014 9.5000000000000018 58.305000000000007 55.990000000000002 1.5000000000000002 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 8 6 -6 -5 -8 11 -4 -7 12 13 -3 -10 -1 19 18 24 21 -20 22 -17 -24 26 -26 27 -18 -29 -23
right_child=1 2 9 4 5 10 7 -9 14 -11 -12 -13 -14 -15 -16 16 17 -19 20 -21 -22 29 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.88126365215239566 -61049.327155671293 43168.1878125 12183.008992991729 -22165.808465576174 -137829.12867187499 -31208.042750398879 124809.70284090909 17666.050039062502 2806.3003437500001 78178.423255208341 26958.555516098488 1946.6597246676306 -902.82997011068733 -20290.294867020621 -74930.418749999997 4647.4830084994492 -3830.0523779060504 93891.542220052099 -28416.153744324252 -2785.6568253889836 5280.74645229813 5540.0596819276998 23944.967640445109 -38226.289998851105 -72289.839431818182 17987.379082661293 17068.412477347778 -108821.21062500001 -10080.000367542614 40616.607720095613
leaf_weight=4274890 27 80 68 64 25 142 22 20 25 30 33 24455 2862 632 30 251 1446 24 702 8030 137 3328 38 170 55 31 291 60 110 86
leaf_count=4274890 27 80 68 64 25 142 22 20 25 30 33 24455 2862 632 30 251 1446 24 702 8030 137 3328 38 170 55 31 291 60 110 86
internal_value=0 1041.29 1100.13 992.137 -17343.5 -34938.2 15854 73788.9 1191.92 32385.7 -20239.5 1271.96 -3344.69 -13160.1 -39595.5 -6.92184 -2267.06 -10013.7 -10894.2 -408.344 -22913.8 4520.61 -9634.08 -26868.1 -5834.3 -39748.1 -4304.89 -8153.67 -44929.8 6423.65
internal_weight=0 28515 28488 28390 306 200 106 42 28084 98 175 28029 3574 712 55 4.28965e+06 14759 2856 2832 11903 839 3873 459 208 1993 86 1907 1616 170 3414
internal_count=4318164 28515 28488 28390 306 200 106 42 28084 98 175 28029 3574 712 55 4289649 14759 2856 2832 11903 839 3873 459 208 1993 86 1907 1616 170 3414
is_linear=0
shrinkage=0.1


Tree=1372
num_leaves=31
num_cat=0
split_feature=1 5 5 6 2 3 1 4 0 0 4 5 5 5 5 5 3 3 3 2 2 5 0 4 0 3 6 3 0 3
split_gain=3.10113e+12 1.34323e+13 1.59207e+13 2.08695e+13 2.78002e+13 2.57559e+13 2.28075e+13 2.01242e+13 3.57275e+13 1.62643e+13 1.51858e+13 1.5041e+13 1.4601e+13 2.59009e+13 1.93987e+13 5.18665e+13 2.88191e+13 1.70354e+13 3.03029e+13 5.01796e+13 8.42428e+13 2.21644e+13 1.68206e+13 2.49193e+13 2.17911e+13 2.30794e+13 3.60158e+13 3.99254e+13 2.92422e+13 2.83505e+13
threshold=91.398302750000013 85.020000000000024 87.395000000000024 1.5000000000000002 2.5000000000000004 12.500000000000002 92.896330950000007 3.5000000000000004 50.973130900000008 56.028355650000009 2.5000000000000004 87.00500000000001 77.00500000000001 70.50500000000001 64.020000000000024 62.015000000000008 19.500000000000004 15.500000000000002 14.500000000000002 8.5000000000000018 9.5000000000000018 76.730000000000018 56.054485600000007 3.5000000000000004 56.028355650000009 12.500000000000002 1.5000000000000002 9.5000000000000018 52.056565900000003 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 5 -5 -3 -6 8 -8 -7 -4 -10 13 14 15 -2 -16 18 -15 -20 -21 -19 24 -24 25 26 28 -28 -14 -27
right_child=1 2 10 4 6 9 7 -9 11 -11 -12 -13 22 17 16 -17 -18 21 19 20 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=-15.626589573563443 149.76158465650346 -43478.38882211539 -15077.494254123267 -6411.7897670519415 67253.844196686914 55574.552154267723 158346.02798913047 -7180.5882720099562 20551.016899326871 -14103.385992887128 3898.5408916161323 111060.4560546875 28082.444275433088 5814.8600714464183 -2704.3319350171369 12108.471258972502 -27754.88564504094 25057.576075156077 21374.296939329117 -198477.57487980771 26577.884051724141 -18321.021790887316 -22952.394600294516 471.03416870913463 14315.913759358726 24229.150105938821 1539.0477630361452 -24012.973082334938 -60024.720843975367 -9939.6383546923025
leaf_weight=4176165 105397 117 450 219 162 67 23 144 224 67 6711 20 46 4852 11136 3756 479 840 63 39 29 137 1012 824 762 563 2405 820 208 427
leaf_count=4176165 105397 117 450 219 162 67 23 144 224 67 6711 20 46 4852 11136 3756 479 840 63 39 29 137 1012 824 762 563 2405 820 208 427
internal_value=0 459.575 4387.29 15930.1 23893.3 -9196.83 35475.9 22950.3 39200.7 20735.6 2706.08 27969.8 218.737 465.427 147.836 561.266 -3737.41 6900.81 4533.5 -42925.8 -102498 18974.8 -4205 -12439.9 -1314.68 -3979.81 -7813.33 -4957.9 -44068.3 9491.7
internal_weight=0 141999 8204 1043 792 251 573 411 267 134 7161 244 133795 126728 120768 109153 11615 5960 4983 131 68 977 7067 1836 5231 4469 3479 3225 254 990
internal_count=4318164 141999 8204 1043 792 251 573 411 267 134 7161 244 133795 126728 120768 109153 11615 5960 4983 131 68 977 7067 1836 5231 4469 3479 3225 254 990
is_linear=0
shrinkage=0.1


Tree=1373
num_leaves=31
num_cat=0
split_feature=5 5 5 5 3 3 1 1 6 1 3 5 1 0 3 1 1 0 1 1 1 0 1 1 0 0 1 4 3 4
split_gain=3.09061e+12 3.7748e+13 2.10332e+13 3.63083e+13 3.55843e+13 2.62008e+13 4.54147e+13 3.36636e+13 3.33445e+13 2.80337e+13 3.07823e+13 2.69567e+13 3.89504e+13 2.76814e+13 2.38235e+13 3.31109e+13 2.31711e+13 2.21071e+13 2.252e+13 2.03861e+13 2.57149e+13 1.94736e+13 1.94274e+13 3.26168e+13 1.93845e+13 1.89467e+13 1.77203e+13 1.7609e+13 2.77501e+13 1.95428e+13
threshold=34.010000000000012 35.505000000000003 32.475000000000001 32.355000000000011 30.500000000000004 15.500000000000002 65.610478850000007 37.582182450000005 1.5000000000000002 37.620907050000007 14.500000000000002 32.910000000000004 37.615058950000012 55.701368300000006 31.500000000000004 37.642309100000013 37.457850350000008 44.893607100000004 65.58467570000002 37.475443250000005 82.957885500000017 59.755965500000009 83.011163250000024 83.002084650000015 55.860536450000005 55.002082750000007 37.436176200000013 1.5000000000000002 25.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 27 5 7 17 21 9 10 -9 12 13 -10 15 -6 -16 -7 -19 26 -21 -4 23 -14 -15 -24 -5 -1 29 -29
right_child=1 -3 4 19 14 6 -8 8 11 -11 -12 -13 22 24 16 -17 -18 18 -20 20 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=112.74059934411748 -1848.6492903707554 20.198693741140158 -6303.4847750691351 -13782.458358806631 150039.1532142857 -15588.256415389071 14031.644214120126 -24191.96735392253 13415.328846153847 -1179.8315027389178 -146167.91575000001 1414.7188310082436 6160.292512247167 193628.81742187502 -7333.0558330886943 -11254.77048828125 43128.314249279436 2923.3764550279111 -31622.40104646382 5722.6285939013223 -5098.3239477655561 154.32924190901011 9681.9151540298335 28599.125330084727 71434.968137668926 -12443.982539989176 -58455.777570950253 -4784.119062334722 85228.441143973221 14614.264554288242
leaf_weight=476977 111530 3494072 10664 945 35 678 3698 120 52 43950 25 97118 8250 20 163 20 206 27645 190 2546 15980 8307 629 703 37 1006 98 11922 35 543
leaf_count=476977 111530 3494072 10664 945 35 678 3698 120 52 43950 25 97118 8250 20 163 20 206 27645 190 2546 15980 8307 629 703 37 1006 98 11922 35 543
internal_value=0 -37.6093 190.305 -153.223 1049.56 989.139 3605.25 496.004 992.008 -1324.66 -45222.3 1939.5 6703.95 66176.8 29989.2 91386.8 20837.8 2253 2687.57 -4377.05 -3611.22 -3475.74 6091.7 7922.22 114310 -3931.94 -17980 15.6431 -3689.42 -3939.09
internal_weight=0 3.6056e+06 712562 509046 203516 203092 32211 170881 151910 44095 145 107815 10697 109 424 55 369 28513 27835 19569 18526 18971 10588 8953 57 1635 1043 489477 12500 12465
internal_count=4318164 3605602 712562 509046 203516 203092 32211 170881 151910 44095 145 107815 10697 109 424 55 369 28513 27835 19569 18526 18971 10588 8953 57 1635 1043 489477 12500 12465
is_linear=0
shrinkage=0.1


Tree=1374
num_leaves=31
num_cat=0
split_feature=5 5 5 0 1 6 5 1 6 1 0 0 1 3 0 0 3 3 3 4 3 1 6 3 4 6 3 1 3 1
split_gain=3.18061e+12 2.64612e+13 2.60309e+13 3.95476e+13 2.62914e+13 2.38917e+13 2.19021e+13 4.65869e+13 6.96021e+13 3.09218e+13 3.00609e+13 7.16978e+13 5.45289e+13 5.55065e+13 5.30805e+13 3.11187e+13 3.096e+13 3.09181e+13 3.72738e+13 6.03443e+13 2.81097e+13 4.48103e+13 6.85811e+13 2.691e+13 2.56285e+13 8.99161e+13 3.96114e+13 3.65521e+13 5.24894e+13 3.90584e+13
threshold=39.005000000000003 39.025000000000013 39.305000000000007 59.990816400000007 43.808567100000012 1.5000000000000002 38.905000000000008 37.832345550000007 1.5000000000000002 37.516458750000005 55.793358600000012 55.755036050000008 37.726745000000001 9.5000000000000018 55.86787755000001 55.657530000000008 8.5000000000000018 8.5000000000000018 9.5000000000000018 1.5000000000000002 21.500000000000004 37.869926150000005 1.5000000000000002 20.500000000000004 1.5000000000000002 1.5000000000000002 3.5000000000000004 38.891822450000006 23.500000000000004 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 4 -3 -2 24 8 -8 -10 11 15 13 16 -12 23 -13 -17 19 -19 -9 22 -22 -11 -1 27 -27 28 29 -26
right_child=1 2 -4 -5 -6 -7 7 20 9 10 14 12 -14 -15 -16 17 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=144.62582395460433 -1911.6654025372982 2474.3811101408241 -46.968680081994407 -13983.919830955543 12241.441958552539 -10285.942688148594 11669.550953408361 3054.2460688440419 -2354.1604578614483 -2417.1464741002619 -51099.581957490365 97384.212753906264 -51913.321600506759 136502.96608796297 -7340.5214163695264 74318.75708912038 -64343.532812500001 -202475.94696969699 -26368.804906896643 -22699.130032703488 250957.72468750004 11922.543334558639 13442.413092237904 -40655.63120524089 12919.028785443388 580.39573732706117 -6239.286663771959 568.97212260504728 -3765.2652902131035 37610.210661104829
leaf_weight=1093673 18265 7343 3088542 1065 4412 4188 2490 38473 5796 1881 519 20 37 81 595 27 29 33 592 43 20 2564 31 204 1746 12351 27438 3583 1111 1012
leaf_count=1093673 18265 7343 3088542 1065 4412 4188 2490 38473 5796 1881 519 20 37 81 595 27 29 33 592 43 20 2564 31 204 1746 12351 27438 3583 1111 1012
internal_value=0 -53.0675 -28.3034 4468.47 6140.25 -3473.66 138.798 2117.55 -3268.81 -7042.43 -13733.7 -8443.92 55195.6 85680.5 -27727.4 -12266.9 1667.79 -30592.1 -34832.5 -100760 3736.16 13768.7 106586 -6158.47 46.1225 -2234.32 -4122.37 7846.7 14586.4 21979
internal_weight=0 3.12382e+06 3.10136e+06 12820 11755 22453 1.19435e+06 53435 12347 9857 4061 2947 167 130 1114 2780 49 695 668 76 41088 2615 51 2085 1.14091e+06 47241 39789 7452 3869 2758
internal_count=4318164 3123815 3101362 12820 11755 22453 1194349 53435 12347 9857 4061 2947 167 130 1114 2780 49 695 668 76 41088 2615 51 2085 1140914 47241 39789 7452 3869 2758
is_linear=0
shrinkage=0.1


Tree=1375
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 5 0 3 3 3 3 3 0 0 0 6 3 1 3 1 5 1 1 0 6 2 0 0 0 0
split_gain=3.41179e+12 2.36443e+13 5.53055e+13 4.09281e+14 1.05123e+14 9.57339e+13 7.59866e+13 9.41271e+13 9.46336e+13 7.8679e+13 9.46584e+13 7.83035e+13 7.70512e+13 6.47408e+13 6.42853e+13 5.57711e+13 5.31312e+13 5.29361e+13 6.71519e+13 1.402e+14 7.16473e+13 8.80927e+13 1.94615e+14 1.19808e+14 7.66734e+13 5.93687e+13 5.62564e+13 9.4082e+13 8.41695e+13 1.00126e+14
threshold=10.500000000000002 37.944765900000007 37.914142000000005 55.801980100000009 25.005000000000006 77.00500000000001 55.734663800000007 24.500000000000004 16.500000000000004 15.500000000000002 11.500000000000002 23.500000000000004 55.708120100000009 55.628356700000005 50.973130900000008 1.5000000000000002 14.500000000000002 38.233559750000005 15.500000000000002 39.614024000000008 50.805000000000007 39.007683500000006 39.011252750000004 55.349623500000007 1.5000000000000002 10.500000000000002 55.576287050000012 44.893607100000004 55.619594000000006 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 15 11 8 9 10 -8 12 14 -13 -6 -5 -3 26 19 20 -19 25 24 -24 -23 -22 27 -18 29 -28
right_child=1 16 3 5 6 -7 7 -9 -10 -11 -12 13 -14 -15 -16 -17 17 18 -20 -21 21 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=69.204235913238477 207.23892726470876 -2064.6620678249933 -10147.494118312863 -36979.063439109421 150579.43723366476 -74395.896863082628 60305.605918710447 55577.723034353825 -30967.755456025585 64609.436906945848 -85201.143257452219 83105.084844083874 71391.111217092475 6325.6533663633554 28998.364076362883 -8343.3693161603205 -26589.328635315978 5123.89752195239 -88.922842380134938 1620.7995923013552 29564.266682111345 251317.61983862706 33787.857242228325 274268.08333333337 67286.180685763888 -14705.242549482804 -3450.0413354291522 24445.775013111255 -2395.1154699747385 -28500.784745861336
leaf_weight=2688514 677462 165884 1086 895 44 295 79 272 755 247 103 117 522 1790 3745 2833 472 1807 711073 20968 695 61 1537 21 36 537 3437 1539 28360 2978
leaf_count=2688514 677462 165884 1086 895 44 295 79 272 755 247 103 117 522 1790 3745 2833 472 1807 711073 20968 695 61 1537 21 36 537 3437 1539 28360 2978
internal_value=0 -114.17 330.197 6846.61 18972.6 -19557.5 23093.6 2529.84 -9656.84 27848.4 -22041.6 27908.8 35372.4 11036.3 30410.2 -15218.1 -440.676 -92.4071 92.4455 5118.02 20740 30514.3 45585.6 37029.2 183017 10268.2 -3794.56 12467.4 -4734.97 -15079.2
internal_weight=0 1.62965e+06 690245 12783 8760 4023 7674 1456 1184 429 182 6218 4311 1907 3789 3728 939405 773521 736735 25662 4694 2887 1655 1558 97 1232 36786 2011 34775 6415
internal_count=4318164 1629650 690245 12783 8760 4023 7674 1456 1184 429 182 6218 4311 1907 3789 3728 939405 773521 736735 25662 4694 2887 1655 1558 97 1232 36786 2011 34775 6415
is_linear=0
shrinkage=0.1


Tree=1376
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 2 0 0 5 5 0 5 3 5 5 3 5 3 2 5 0 5 3 4 6 4 1 1 0 0
split_gain=3.29793e+12 2.87692e+13 3.31118e+13 4.80119e+13 4.21493e+13 7.41629e+13 2.72599e+13 8.02337e+13 3.06113e+13 2.51595e+13 2.66291e+13 4.75052e+13 4.68298e+13 7.57383e+13 5.69331e+13 4.91162e+13 3.76081e+13 3.53096e+13 3.92288e+13 3.21147e+13 2.54184e+13 2.29879e+13 2.88811e+13 2.61406e+13 2.13338e+13 2.10986e+13 2.41828e+13 2.08742e+13 4.18016e+14 2.91234e+14
threshold=39.704585000000002 39.714575750000009 15.500000000000002 21.500000000000004 47.208883950000008 11.500000000000002 47.208883950000008 47.222459950000008 79.730000000000018 150.04500000000004 47.208883950000008 128.92000000000004 11.500000000000002 112.04500000000002 82.00500000000001 6.5000000000000009 78.710000000000022 4.5000000000000009 5.5000000000000009 95.020000000000024 43.642715500000008 120.05000000000001 18.500000000000004 2.5000000000000004 1.5000000000000002 5.5000000000000009 39.753614400000011 38.781124500000011 55.591389050000011 56.663136550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 9 6 5 -5 -4 8 -8 10 12 -12 13 14 16 -16 24 -15 -19 -17 -11 22 23 -9 -2 -3 -27 -1 -29 -30
right_child=1 25 3 4 -6 -7 7 21 -10 20 11 -13 -14 17 15 19 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=111.51797821082587 26895.172019606369 52.133143981684945 -17182.164793086235 225714.32513586959 -565.24713870633036 -694.35627003205127 85797.039423076931 27750.206836856123 229337.25526631676 132246.30269396552 3869.392828477402 -81873.915612980782 -61121.372723051674 177462.41844308039 -165894.45014880953 -117203.64769345238 97310.919229910709 -30021.012235753675 129817.003125 41945.715966796881 16546.241107954545 -42941.988090006518 956.12069487740382 68389.447338127371 -12570.294206692975 -95303.135402960528 -13116.951449343385 -39.906894567484933 -27486.418332750371 -4284.5566869395698
leaf_weight=1305419 156 2474834 133 23 1798 39 39 789 24 29 10939 65 163 28 42 21 35 34 28 32 55 48 311 198 1123 38 619 498918 9355 12829
leaf_count=1305419 156 2474834 133 23 1798 39 39 789 24 29 10939 65 163 28 42 21 35 34 28 32 55 48 311 198 1123 38 619 498918 9355 12829
internal_value=0 74.824 4281.49 13046.8 2230.13 83296 26094.1 30179.1 140479 1942.71 1580.95 3362.91 -10217.3 -4682.04 -10363 -85121.9 -4958.08 84256.8 42163.9 -21113.5 56490.3 25016.5 27529.6 35902.8 -7756.68 47.3764 -17870.5 -102.071 -637.135 -14068.8
internal_weight=0 2.49164e+06 16152 3402 1860 62 1542 1409 63 12750 12666 11004 1662 1499 1409 95 1314 90 62 53 84 1346 1298 987 1279 2.47549e+06 657 1.82652e+06 521102 22184
internal_count=4318164 2491643 16152 3402 1860 62 1542 1409 63 12750 12666 11004 1662 1499 1409 95 1314 90 62 53 84 1346 1298 987 1279 2475491 657 1826521 521102 22184
is_linear=0
shrinkage=0.1


Tree=1377
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 3 0 0 0 5 2 1 0 5 3 3 5 5 1 0 5 5 2 0 3 6 6 2 5
split_gain=3.29076e+12 6.3242e+13 1.18446e+14 3.37365e+14 4.44767e+14 5.36789e+14 3.2033e+14 2.80388e+14 4.83821e+14 3.75891e+14 2.11785e+14 3.12664e+14 2.20215e+14 3.21566e+14 3.87878e+14 3.33689e+14 6.43266e+14 3.14616e+14 2.09961e+14 2.04328e+14 4.78637e+14 2.03412e+14 1.82981e+14 1.80434e+14 1.54862e+14 1.46569e+14 1.3912e+14 1.37941e+14 1.31366e+14 1.55046e+14
threshold=37.516458750000005 37.597123000000003 55.551692500000009 55.591389050000011 21.500000000000004 55.56564190000001 17.500000000000004 55.657530000000008 55.793358600000012 55.860536450000005 97.050000000000011 2.5000000000000004 37.582182450000005 55.708120100000009 34.010000000000012 16.500000000000004 19.500000000000004 52.020000000000003 64.405000000000015 37.542000650000013 55.812836050000008 65.905000000000015 51.015000000000008 3.5000000000000004 55.777112100000004 9.5000000000000018 1.5000000000000002 1.5000000000000002 18.500000000000004 96.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 22 -7 26 10 19 12 -12 -9 18 -15 21 17 -17 -14 20 25 24 -4 -23 -16 -10 -5 -24 29 -21
right_child=1 -3 3 7 -6 6 -8 8 9 -11 11 -13 13 14 15 16 -18 -19 -20 28 -22 23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-187.28616996160224 -2861.9828131623058 -24.673133569604744 76566.164531792543 87223.610940728307 5045.3805914533841 -3455.0443186897546 134469.42274336121 15997.943893129319 31329.551123890196 6590.0917246230601 160943.44473379629 -240447.85377321104 -6578.9865984112685 8201.5946320614585 193605.88411240868 -81684.490156250016 131102.99943284257 -642591.25625000009 128105.38017354485 -28232.19319841548 -20580.888916671454 128936.48398437501 256358.20606990668 -167696.03137668921 89744.061219512194 109697.32826775614 -21259.528951163549 137351.71403301888 34269.147819275066 106772.30029637537
leaf_weight=770727 25769 3464412 279 121 2391 804 213 12371 579 21515 27 69 994 472 479 20 78 20 131 7848 2144 46 154 37 205 406 5133 265 369 86
leaf_count=770727 25769 3464412 279 121 2391 804 213 12371 579 21515 27 69 994 472 479 20 78 20 131 7848 2144 46 154 37 205 406 5133 265 369 86
internal_value=0 40.6904 2768.13 5302.06 32919.4 71780.4 25431.8 3168.54 5574.14 -1195.9 20495 -127557 21451.9 48636.2 81409.5 120454 -36097.3 -362138 9104.26 -15849.1 5928.89 144539 139311 -3297.29 162478 63631.4 -18761.2 181092 -24056.2 -26768.8
internal_weight=0 3.54744e+06 83025 57256 4106 1715 1017 53150 47896 32947 14949 96 14853 2482 1357 885 118 40 1125 11432 3129 767 698 83 684 985 5254 419 8303 7934
internal_count=4318164 3547437 83025 57256 4106 1715 1017 53150 47896 32947 14949 96 14853 2482 1357 885 118 40 1125 11432 3129 767 698 83 684 985 5254 419 8303 7934
is_linear=0
shrinkage=0.1


Tree=1378
num_leaves=31
num_cat=0
split_feature=3 0 5 1 0 0 1 1 0 5 1 0 3 1 1 1 6 1 3 1 0 6 5 0 5 3 1 1 5 4
split_gain=3.34522e+12 2.11513e+13 3.10584e+13 2.85473e+13 2.49319e+13 9.24204e+13 1.05862e+14 7.94339e+13 1.32138e+14 1.01473e+14 1.95174e+14 7.28246e+13 2.22461e+14 1.84968e+14 3.4797e+14 2.27986e+14 1.76941e+14 1.6092e+14 1.44509e+14 2.20185e+14 2.7538e+14 1.4252e+14 1.37523e+14 1.28694e+14 1.68103e+14 1.25656e+14 2.81031e+14 1.30409e+14 1.28632e+14 2.82851e+14
threshold=10.500000000000002 61.674413550000004 99.555000000000021 114.17164950000002 59.834458500000004 59.939091550000008 30.278357500000002 30.434657650000002 60.063729500000008 72.705000000000013 30.468306550000005 59.882016200000002 20.500000000000004 30.388336800000001 30.332994000000003 30.451272450000005 1.5000000000000002 30.434657650000002 24.500000000000004 30.362552800000003 59.863160500000006 1.5000000000000002 41.365000000000002 59.904813200000007 85.91500000000002 16.500000000000004 30.502469200000004 30.468306550000005 75.750000000000014 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 -7 9 -9 -11 18 13 14 -13 -15 -14 -18 19 20 -8 -17 -22 24 -19 27 -27 28 -21 -30
right_child=1 2 -4 -5 5 7 11 8 -10 10 -12 12 16 15 -16 21 17 23 -20 25 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=68.525715797639478 -260.07147339793283 -8188.2403032128905 50837.205280949522 21429.183197576349 -3075.1728979177174 259.72699155527624 12024.71683063311 -7297.9407088451017 13715.118188705419 -56423.661473132452 25235.990597717289 6733.5314713089556 1162.0925829217756 29986.56625096417 -38913.062318010423 -19599.198336720943 -48812.069015511661 -17612.279593112326 31307.975097337752 -16378.096156364059 20844.447106066429 12396.063498670357 98697.111572838156 9708.7196045619421 -119668.91768827218 39136.981836349492 -11186.235386988537 23057.107253342685 -233574.87580122516 -37790.808742478119
leaf_weight=2688514 1397908 4375 91 616 20005 114937 6903 16836 2827 1091 400 13149 15035 6883 1913 1804 1398 2618 2817 2849 366 6099 597 1925 172 1737 3073 681 88 457
leaf_count=2688514 1397908 4375 91 616 20005 114937 6903 16836 2827 1091 400 13149 15035 6883 1913 1804 1398 2618 2817 2849 366 6099 597 1925 172 1737 3073 681 88 457
internal_value=0 -113.05 -6985.53 -94.1647 -102.326 870.558 3345.82 -776.738 -6408.21 -9512.3 -34516.3 5166.18 3176.19 8735.68 936.032 16680.9 -4670.41 -19015.5 10352.3 6828.2 19013.2 5092.58 69108.2 -10180.9 -23903.9 -3959.33 6986.62 -16879.6 -24892.8 -69403.6
internal_weight=0 1.62965e+06 4466 1.62518e+06 1.62457e+06 226660 90569 136091 21154 18327 1491 70564 50996 29848 15062 14786 21148 6113 19568 16751 7866 7903 963 4715 2790 8885 4810 4075 3394 545
internal_count=4318164 1629650 4466 1625184 1624568 226660 90569 136091 21154 18327 1491 70564 50996 29848 15062 14786 21148 6113 19568 16751 7866 7903 963 4715 2790 8885 4810 4075 3394 545
is_linear=0
shrinkage=0.1


Tree=1379
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 0 6 3 0 3 0 3 6 3 0 0 0 1 3 5 5 5 0 3 0 0 0 0 1 0
split_gain=3.42223e+12 4.01878e+13 2.03276e+14 1.12043e+14 1.42636e+14 9.92861e+13 8.84397e+13 6.34818e+13 5.48375e+13 5.52013e+13 5.43011e+13 5.25998e+13 5.67801e+13 6.04533e+13 5.0139e+13 4.44075e+13 4.10155e+13 3.7739e+13 9.72727e+13 9.87852e+13 9.87613e+13 3.09338e+14 1.00555e+14 8.59098e+13 1.47452e+14 1.26727e+14 1.08168e+14 9.16758e+13 1.59012e+14 8.88392e+13
threshold=37.098288800000006 36.761894450000007 70.50500000000001 55.769960200000007 55.801980100000009 55.601678500000013 1.5000000000000002 16.500000000000004 56.197733450000008 24.500000000000004 55.173809400000003 17.500000000000004 1.5000000000000002 7.5000000000000009 55.719391050000006 55.212972300000011 48.713222300000005 37.328003200000005 18.500000000000004 123.15000000000002 71.715000000000018 80.00500000000001 44.893607100000004 7.5000000000000009 55.885524800000006 55.993277250000013 55.701368300000006 55.812836050000008 37.275078000000001 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 10 7 -7 9 -6 16 12 13 -4 -13 -12 -3 18 20 -20 -2 22 -22 24 26 -25 -23 -28 -29 -27
right_child=17 2 11 4 8 6 -8 -9 -10 -11 15 14 -14 -15 -16 -17 -18 -19 19 -21 21 23 -24 25 -26 29 27 28 -30 -31
leaf_value=-82.706063430985637 2693.9402547001064 15993.633140583783 -31461.660403478287 258642.9441576087 14538.240731350881 -78941.965555985953 -12688.26066767275 7029.502965984514 -12329.741825937599 -94362.688031914891 149357.29157608698 164291.20108173077 -27754.71154842764 -117811.50323084678 -10864.387468927558 9814.2306165831687 -47246.841741456272 -8.8632226524589353 -3228.6296999005299 -97016.408927336844 -6525.1065852260372 15255.328480644801 45293.406511032146 -12757.407943837077 -67009.283095941311 211048.54598067436 144812.89392857143 -32455.125981794085 179149.73935546877 36767.35561408096
leaf_weight=518716 40174 154 170 23 4823 358 4331 113 990 47 23 26 2119 155 44 2697 307 3716272 18262 113 431 796 2856 3531 164 38 140 112 52 127
leaf_count=518716 40174 154 170 23 4823 358 4331 113 990 47 23 26 2119 155 44 2697 307 3716272 18262 113 431 796 2856 3531 164 38 140 112 52 127
internal_value=0 -236.707 -5113.56 -370.12 10101.2 -8086.85 -17163.6 -58316.1 9125.67 13487.2 5615.35 -31276 -33724 -72643.9 54193.4 10994.2 -26121 33.481 2389.35 -3805.39 4740.16 14708 38498.8 -1058.22 21446.5 -8754.63 34634.4 85377 34639.1 76904.8
internal_weight=0 535096 16380 13866 5883 7983 4802 471 5860 4870 3181 2514 2444 325 70 2720 461 3.78307e+06 66796 18375 48421 8247 3287 4960 1264 3696 1100 304 164 165
internal_count=4318164 535096 16380 13866 5883 7983 4802 471 5860 4870 3181 2514 2444 325 70 2720 461 3783068 66796 18375 48421 8247 3287 4960 1264 3696 1100 304 164 165
is_linear=0
shrinkage=0.1


Tree=1380
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 3 3 0 1 1 6 6 0 1 3 6 3 5 0 5 0 0 5 4 0 3 3 6
split_gain=3.34983e+12 5.78417e+13 1.86461e+14 3.64613e+14 1.67332e+14 2.39054e+14 1.97531e+14 1.92477e+14 1.64522e+14 1.52787e+14 1.46522e+14 1.4427e+14 1.65243e+14 1.4306e+14 2.07541e+14 1.38683e+14 1.85359e+14 1.64266e+14 1.71439e+14 1.62427e+14 1.68049e+14 1.29514e+14 1.79762e+14 1.87477e+14 4.55344e+14 9.90811e+14 2.04492e+15 1.82969e+14 2.45139e+14 4.00202e+14
threshold=37.516458750000005 37.457850350000008 55.591389050000011 55.619594000000006 55.68356880000001 55.793358600000012 55.645049100000001 24.500000000000004 17.500000000000004 55.455204450000004 37.475443250000005 37.475443250000005 1.5000000000000002 1.5000000000000002 55.455204450000004 37.487839250000007 8.5000000000000018 1.5000000000000002 20.500000000000004 93.00500000000001 55.674875350000008 75.015000000000015 55.777112100000004 55.727011600000004 68.00500000000001 2.5000000000000004 55.708120100000009 12.500000000000002 11.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 6 7 10 21 9 -3 -5 12 -11 -10 -15 16 -8 18 -18 20 -19 22 23 24 -6 26 -26 28 -25 -30
right_child=-2 2 3 4 5 -7 15 -9 13 11 -12 -13 -14 14 -16 -17 17 19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=78.549813859905441 41.053910142516173 -4915.5542181749224 -56749.155317537603 -72269.830920751134 -28449.996025010554 -723.18505242828826 -237911.17421875001 1096.6414344160773 -37138.327576185351 -7073.3034522229927 -316.14195577648286 18942.132005675765 36107.528256286219 -26257.97334468487 41785.058183312052 7353.6619492901991 366152.44623842597 60829.47094378162 99284.742667093364 -224487.38029891305 -45396.596534582452 7787.532305387952 -49397.292509419494 -16101.219958793308 -80314.654206730775 4442.817841181025 -1128358.8935344829 10961.730435927644 -416978.02500000002 -68313.968919585852
leaf_weight=703633 3547437 8604 1451 358 2017 18191 22 3761 1776 5485 1351 10164 1057 1054 780 1647 27 939 222 23 177 1050 2980 1150 52 111 29 2390 40 186
leaf_count=703633 3547437 8604 1451 358 2017 18191 22 3761 1776 5485 1351 10164 1057 1054 780 1647 27 939 222 23 177 1050 2980 1150 52 111 29 2390 40 186
internal_value=0 -188.959 -2994.4 -7582.86 -5640.2 -8247.04 11839.2 -18189.4 3062.3 5910.83 -15388.9 11486.7 -96.5167 -16908.9 2680.72 27060.9 50080.7 54645.4 128222 38560.5 43981.8 -25439.2 -29335.2 -19329.3 -42457.8 -189613 -455540 -5762.98 -34812.4 -130024
internal_weight=0 770727 67094 38174 36723 31957 4766 13766 28920 25310 1709 16706 6542 3610 1834 3057 1410 1388 249 1139 1116 10005 8955 5975 2209 192 81 3766 1376 226
internal_count=4318164 770727 67094 38174 36723 31957 4766 13766 28920 25310 1709 16706 6542 3610 1834 3057 1410 1388 249 1139 1116 10005 8955 5975 2209 192 81 3766 1376 226
is_linear=0
shrinkage=0.1


Tree=1381
num_leaves=31
num_cat=0
split_feature=5 5 4 0 0 1 1 3 0 3 2 3 3 1 1 1 6 4 2 0 1 1 0 0 0 4 1 4 0 2
split_gain=3.20595e+12 2.74282e+13 3.01931e+13 2.88767e+13 3.5071e+13 8.55438e+13 6.12063e+13 3.96544e+13 3.1374e+13 4.01102e+13 2.76863e+13 3.76962e+13 4.16515e+13 5.15029e+13 6.83921e+13 8.4126e+13 3.83405e+13 3.41858e+13 3.27078e+13 4.23669e+13 5.20094e+13 4.72148e+13 4.15421e+13 3.43702e+13 3.69725e+13 3.21503e+13 3.81315e+13 2.97222e+13 4.15027e+13 2.88281e+13
threshold=77.00500000000001 74.610000000000014 3.5000000000000004 43.056445700000005 44.982728700000003 38.781124500000011 38.058342000000003 9.5000000000000018 44.732363600000006 4.5000000000000009 22.500000000000004 24.500000000000004 25.500000000000004 39.694727950000008 37.457850350000008 37.777459000000007 1.5000000000000002 1.5000000000000002 21.500000000000004 55.820531900000013 37.487839250000007 30.468306550000005 56.281985950000006 55.755036050000008 55.784980300000008 2.5000000000000004 39.143775600000005 2.5000000000000004 51.67657710000001 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 8 9 -8 11 -6 13 14 -13 29 17 -15 19 23 21 -21 -20 -14 -25 26 -17 28 -12 -16
right_child=-2 3 -4 4 10 -7 7 -9 -10 -11 27 12 18 16 15 25 -18 -19 22 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-17.520671834154712 242.51470798308551 -15983.599202779134 3366.2602875792527 16771.097238726819 -1834.1818293673434 -4111.9168569346284 200765.11747159093 177590.9944140625 -15874.25595304528 57895.198416270388 -53435.05269478463 -4592.3686756491215 6851.3856695822024 83426.85810381356 -77014.095233917236 -22757.441660853761 -34109.009940358585 4159.7979065856071 8442.596902252908 6604.6250651041673 -34487.06912547924 163814.31475000002 164959.15703125001 135730.81894132655 19084.026290993614 -6821.6811260707636 -100996.84099195077 3065.869935438368 61110.74560546875 -181137.18019935346
leaf_weight=3735684 484007 1440 26557 1086 62312 2243 22 30 49 184 37 662 345 59 320 168 261 699 43 81 432 25 28 49 61 394 99 540 218 29
leaf_count=3735684 484007 1440 26557 1086 62312 2243 22 30 49 184 37 662 345 59 320 168 261 699 43 81 432 25 28 49 61 394 99 540 218 29
internal_value=0 -30.614 6.36485 -1965.14 -1678.71 7916.39 27595.1 68840.1 56045.9 73153.2 -2197.34 -2420.56 -12151.1 -18773.6 -29573.8 -45947.7 -1052.57 10329.7 4598.19 -90.0479 -19085.7 43682.4 70167.4 22370.7 71044.9 -24976.8 -51767.6 16353 44490.4 -85666.2
internal_weight=0 3.83416e+06 3.76224e+06 71916 70476 3614 1371 285 255 206 66862 66067 3755 2691 1672 1010 1019 758 1064 993 538 106 71 455 110 661 267 795 255 349
internal_count=4318164 3834157 3762241 71916 70476 3614 1371 285 255 206 66862 66067 3755 2691 1672 1010 1019 758 1064 993 538 106 71 455 110 661 267 795 255 349
is_linear=0
shrinkage=0.1


Tree=1382
num_leaves=31
num_cat=0
split_feature=0 1 1 1 5 3 5 2 5 5 3 3 5 5 5 3 5 2 2 1 3 2 4 5 3 5 5 4 5 3
split_gain=3.51061e+12 1.59021e+13 4.86836e+13 3.87671e+13 5.43686e+13 7.35219e+13 4.82636e+13 6.6916e+13 6.2186e+13 5.35242e+13 3.8991e+13 1.49106e+14 7.03109e+13 6.77172e+13 8.88201e+13 1.15441e+14 1.55107e+14 8.4239e+13 1.05255e+14 6.85708e+13 1.4461e+14 6.67247e+13 7.59259e+13 6.07384e+13 5.80801e+13 6.52833e+13 5.69346e+13 5.63355e+13 5.38691e+13 4.80946e+13
threshold=43.465905150000005 42.09605220000001 44.083877800000003 39.925119750000007 118.33500000000002 3.5000000000000004 109.05000000000001 2.5000000000000004 118.33500000000002 104.75000000000001 15.500000000000002 12.500000000000002 35.985000000000007 82.00500000000001 61.020000000000003 11.500000000000002 50.805000000000007 8.5000000000000018 2.5000000000000004 39.969502550000009 3.5000000000000004 5.5000000000000009 2.5000000000000004 38.905000000000008 3.5000000000000004 30.025000000000002 62.710000000000008 2.5000000000000004 37.005000000000003 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 10 -6 9 -8 -9 -1 11 13 -12 14 15 19 17 18 28 24 -21 -14 -23 -13 25 -5 -16 -15 -17 -22
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 12 23 21 27 26 16 -18 -19 -20 20 29 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2397.0399221629673 -9.5426809950384968 -31742.195321737756 280.78936676799827 -7193.9696673387098 -104059.40250000001 104088.12618931363 -213470.83081868492 -113518.03645169007 37216.938155241936 116835.77261513157 -126364.35212890625 18764.965625000001 169347.84090625003 43810.892479728936 131722.47215576173 92978.548586309538 -132181.12034505207 192303.70356045081 27748.842855785475 -52778.856808262928 12164.727517486821 75733.3371352838 -106080.25723958336 -169578.8944612873 5577.3463303138706 73295.823961808957 33477.174357906915 -60652.984168974159 322296.10527343751 -46609.108640478829
leaf_weight=4081 4270332 481 36500 155 20 112 24 49 62 38 20 23 50 66 64 21 36 61 185 614 1230 98 30 67 2290 288 753 237 20 157
leaf_count=4081 4270332 481 36500 155 20 112 24 49 62 38 20 23 50 66 64 21 36 61 185 614 1230 98 30 67 2290 288 753 237 20 157
internal_value=0 851.949 -135.723 4218.01 9017.8 72550.6 -3225.39 -62061 -29323.7 -1297.05 7720.61 6340.22 51411.9 8202.1 10580.1 5637.54 63479.9 88022.8 59876.1 1690.96 -12374.4 71386.8 33120.8 -121447 11989.1 45133.5 41173.3 -37898.5 204841 5511.89
internal_weight=0 47832 36981 10851 6597 132 4254 135 111 4119 6465 6267 198 6177 5874 5057 323 287 226 4734 2001 178 128 90 2733 443 817 303 41 1387
internal_count=4318164 47832 36981 10851 6597 132 4254 135 111 4119 6465 6267 198 6177 5874 5057 323 287 226 4734 2001 178 128 90 2733 443 817 303 41 1387
is_linear=0
shrinkage=0.1


Tree=1383
num_leaves=31
num_cat=0
split_feature=1 5 4 5 5 1 3 5 0 0 6 0 0 0 2 2 5 5 1 5 6 4 1 2 2 1 5 2 0 0
split_gain=3.1941e+12 1.92399e+13 4.29081e+13 4.7538e+13 3.88367e+13 4.37195e+13 8.46157e+13 6.50368e+13 4.98279e+13 4.70192e+13 6.25713e+13 6.64908e+13 3.88338e+13 5.82052e+13 3.80894e+13 4.5056e+13 4.32117e+13 3.63499e+13 5.71252e+13 3.60999e+13 5.75861e+13 8.06564e+13 6.65054e+13 4.9483e+13 3.88741e+13 5.33778e+13 3.55257e+13 3.49953e+13 3.45046e+13 3.42499e+13
threshold=82.981501350000016 59.005000000000003 1.5000000000000002 55.005000000000003 68.52500000000002 83.006817700000013 4.5000000000000009 91.050000000000011 54.864040150000001 54.99493995000001 1.5000000000000002 54.920670650000005 55.020029900000004 55.039751500000008 6.5000000000000009 11.500000000000002 94.040000000000006 52.710000000000008 83.026705000000007 49.010000000000012 1.5000000000000002 1.0000000180025095e-35 83.011163250000024 5.5000000000000009 3.5000000000000004 83.000022850000008 58.605000000000011 1.5000000000000002 54.920670650000005 54.959412650000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 12 -3 6 9 -8 -9 10 -6 -12 29 17 -10 16 -16 18 -14 -2 22 -22 26 24 25 28 -21 -5 -23 -4
right_child=1 4 3 27 5 -7 7 8 14 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=33.877182016669359 -220.6594971274121 -2571.0944134846645 -352.6794309026676 -2807.2345463794318 -11329.768818290278 1826.5150952309193 -2980.3515619171039 -116255.87540108818 -37055.653979458926 -13720.232096354166 -93642.60570963542 58963.61898090085 20892.566877750127 1557.1282575655118 92467.740773168101 -36966.490476281659 1312.0019839944707 -2633.6061860616919 -44270.614139927464 10670.470040302893 14837.14789037696 116933.14117647058 -8807.7587671910878 -20400.081685377227 7821.7373355968157 -20567.469890895813 -14277.668922298935 6374.760006822431 11318.873777161534 -9152.6605182278854
leaf_weight=3738169 260497 88256 51307 4887 212 61869 21675 56 734 252 30 591 3444 32409 58 306 503 1073 140 4960 1127 34 4232 4726 1449 1785 645 27555 343 4840
leaf_count=3738169 260497 88256 51307 4887 212 61869 21675 56 734 252 30 591 3444 32409 58 306 503 1073 140 4960 1127 34 4232 4726 1449 1785 645 27555 343 4840
internal_value=0 -218.344 159.548 1694.63 -1096.17 412.425 -3170.67 -4440.12 -23535.2 24127.9 35577.8 51591.3 547.149 3059.28 -20292 -6099.98 10736.3 13513 18347.1 -529.845 -4702.79 -10271.6 654.874 -13665.8 -4852.16 -13346.4 7799.54 4991.6 20843.8 -1111.26
internal_weight=0 579995 405453 125655 174542 86286 24417 23332 1657 1085 833 621 93213 37066 1601 867 561 4657 3584 279798 19301 9464 9837 8337 3611 2162 5605 32442 377 56147
internal_count=4318164 579995 405453 125655 174542 86286 24417 23332 1657 1085 833 621 93213 37066 1601 867 561 4657 3584 279798 19301 9464 9837 8337 3611 2162 5605 32442 377 56147
is_linear=0
shrinkage=0.1


Tree=1384
num_leaves=31
num_cat=0
split_feature=3 0 5 4 5 5 0 5 5 0 0 5 1 5 3 2 1 0 0 0 1 5 0 6 3 5 2 5 3 0
split_gain=3.19775e+12 2.20174e+13 2.69247e+13 1.70617e+13 4.47803e+13 3.61627e+13 2.56616e+13 2.29803e+13 2.89107e+13 2.50404e+13 3.69226e+13 7.21858e+13 7.36659e+13 4.25614e+13 3.23916e+13 4.73371e+13 2.83497e+13 3.07228e+13 3.05734e+13 2.68335e+13 2.65524e+13 2.59209e+13 2.4446e+13 2.2448e+13 2.30423e+13 6.9901e+13 2.18831e+13 2.27226e+13 2.12796e+13 4.43302e+13
threshold=34.500000000000007 55.657530000000008 61.845000000000006 2.5000000000000004 65.50500000000001 137.05000000000004 56.838612000000005 97.050000000000011 125.85000000000001 55.769960200000007 55.812836050000008 67.990000000000023 37.752451500000006 59.810000000000009 37.500000000000007 19.500000000000004 37.503486000000002 55.745923000000012 55.762622900000004 55.860536450000005 37.620907050000007 76.730000000000018 55.885524800000006 1.5000000000000002 35.500000000000007 49.505000000000003 4.5000000000000009 74.610000000000014 37.500000000000007 55.801980100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 28 9 -9 16 11 13 -13 -11 19 20 17 23 26 -12 -16 -14 -21 24 25 -3 -18 -28 -6 -30
right_child=1 3 -4 4 5 -7 -8 8 -10 10 14 12 21 -15 15 -17 18 -19 -20 22 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2.9161242477232907 -63809.896049959701 39590.378168402778 5302.6942842371327 116050.73185096156 35200.967245740088 -39075.576845366384 -37822.239494628906 93522.818860554253 -19093.908759765625 -26871.28704109415 -35474.428068489127 -267203.61157670454 -103456.94633260091 51129.637258270639 22216.837977430558 -17508.692444992066 70717.867956349204 -68243.361013752146 95752.358239976413 69948.388098675277 133507.21946860259 5831.3292882582718 -4269.9775157335071 73751.805358573722 1365.9914374778054 -197645.83101222827 13485.727018950258 -83027.044290865393 -73929.821329365077 25368.279023188694
leaf_weight=4313211 126 27 102 39 428 145 80 53 40 513 286 22 60 81 36 80 63 73 53 46 53 34 1260 39 550 23 395 26 63 157
leaf_count=4313211 126 27 102 39 428 145 80 53 40 513 286 22 60 81 36 80 63 73 53 46 53 34 1260 39 550 23 395 26 63 157
internal_value=0 -2539.44 -32891.1 -1074.86 11212.2 6528.66 15611.9 -4013.69 45085.5 -5241.17 -11074.2 -30325.5 -102480 -16234.8 -3312.46 38313.6 6298.8 -6785.2 23646.7 -7731.3 88490.9 -63927.1 -1655.85 235.84 -4542.7 -69538.3 15750.8 7525.32 22208.7 -3067.09
internal_weight=0 4953 228 4725 912 873 728 3813 93 3720 2471 710 116 594 1761 169 1249 712 537 1592 89 94 1306 639 600 50 484 421 648 220
internal_count=4318164 4953 228 4725 912 873 728 3813 93 3720 2471 710 116 594 1761 169 1249 712 537 1592 89 94 1306 639 600 50 484 421 648 220
is_linear=0
shrinkage=0.1


Tree=1385
num_leaves=31
num_cat=0
split_feature=4 5 2 0 5 5 5 2 5 5 1 3 2 2 3 1 1 6 5 5 5 5 2 3 1 1 5 5 0 0
split_gain=3.20564e+12 1.41559e+13 1.26965e+13 1.65614e+13 3.25248e+13 2.96869e+13 2.79079e+13 1.64277e+13 1.25412e+13 1.584e+13 2.06248e+13 1.76985e+13 2.11999e+13 1.51662e+13 2.92141e+13 2.25075e+13 1.40354e+13 1.39735e+13 2.03048e+13 1.71412e+13 2.79906e+13 4.20046e+13 2.67213e+13 1.68922e+13 1.59802e+13 6.18994e+13 3.31756e+13 1.98783e+13 2.25344e+13 2.54698e+13
threshold=1.0000000180025095e-35 13.050000000000002 10.500000000000002 43.592450450000008 54.990000000000002 37.75500000000001 66.990000000000023 11.500000000000002 27.010000000000002 36.995000000000012 30.346469350000003 17.500000000000004 16.500000000000004 25.500000000000004 29.500000000000004 39.704585000000002 30.243224600000001 1.5000000000000002 37.305000000000007 57.995000000000012 65.50500000000001 64.405000000000015 12.500000000000002 21.500000000000004 82.933113850000026 82.897133550000021 114.05000000000001 120.05000000000001 55.751981950000008 55.193434200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4 16 -10 11 -11 -13 14 17 -15 -5 18 -12 -19 21 -21 23 -22 25 27 -26 28 29 -24
right_child=-2 2 3 8 6 -7 -8 -9 9 10 13 12 -14 15 -16 -17 -18 19 -20 20 22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-6151.2967289574008 -21.09798025437685 779.78675928644111 101623.77783203125 -9383.9818402311994 188929.72 -72085.445276521379 36428.628873697919 9765.8756824840202 -5029.6300257198545 119362.56812499999 27669.449250372025 -26591.941671674682 88680.211197916666 136911.29750000002 -80819.577456597239 2470.9228142015863 1276.7701512626138 465.56267285178905 -3986.553535304889 30909.228172479281 -14513.626213304926 160543.46748383623 -19438.374928977275 -102699.25443209136 12490.292333686644 98542.703396826691 -107015.772125 63119.012550403226 55940.719580078126 -148896.2277715774
leaf_weight=3302 4073891 197863 25 1322 20 38 30 88 13559 25 210 39 27 20 45 33 18755 2156 5767 181 132 29 55 26 328 97 25 31 24 21
leaf_count=3302 4073891 197863 25 1322 20 38 30 88 13559 25 210 39 27 20 45 33 18755 2156 5767 181 132 29 55 26 328 97 25 31 24 21
internal_value=0 351.864 440.976 -1114.14 27523.4 4375.79 97429.1 30088.4 -1248.3 -2851.55 333.93 47707.1 20564.8 -135.673 -445.409 53203.1 574.797 -47.1665 -2874.33 5395.01 16594 48811.1 7439 -29025.2 17355.2 37991.1 4026.69 -6844.77 -28533.5 -55209.6
internal_weight=0 244273 240971 43108 201 151 50 113 42907 22830 9271 91 66 9180 9127 53 20077 9082 5977 3105 949 210 739 158 581 228 353 131 100 76
internal_count=4318164 244273 240971 43108 201 151 50 113 42907 22830 9271 91 66 9180 9127 53 20077 9082 5977 3105 949 210 739 158 581 228 353 131 100 76
is_linear=0
shrinkage=0.1


Tree=1386
num_leaves=31
num_cat=0
split_feature=1 1 5 3 4 0 0 6 3 3 3 0 5 0 6 6 0 0 3 3 0 0 3 0 5 0 3 0 0 0
split_gain=3.03285e+12 3.25351e+13 1.65441e+14 9.57079e+13 7.2831e+13 4.96476e+13 4.58981e+13 4.57017e+13 4.60914e+13 4.3653e+13 4.5789e+13 1.10095e+14 9.03992e+13 8.78024e+13 6.80554e+13 5.96914e+13 5.889e+13 7.89317e+13 5.42481e+13 5.05707e+13 4.61652e+13 4.04993e+13 4.03254e+13 5.08634e+13 5.02859e+13 3.89648e+13 4.71471e+13 5.99208e+13 3.61165e+13 3.10765e+13
threshold=37.098288800000006 36.761894450000007 71.715000000000018 6.5000000000000009 2.5000000000000004 55.455204450000004 55.173809400000003 1.5000000000000002 16.500000000000004 17.500000000000004 8.5000000000000018 55.851332700000007 101.05000000000001 55.701368300000006 1.5000000000000002 1.5000000000000002 55.619594000000006 55.899899800000007 9.5000000000000018 14.500000000000002 55.975961550000008 55.719391050000006 4.5000000000000009 55.784980300000008 101.05000000000001 55.899899800000007 7.5000000000000009 55.727011600000004 48.713222300000005 51.636650050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 6 5 -5 28 8 25 10 11 13 15 -4 -15 19 -17 -18 -14 -12 -19 -11 23 -16 -24 26 27 -7 -3 -1
right_child=-2 2 9 4 -6 7 -8 -9 -10 21 12 -13 18 14 22 16 17 20 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3010.2815477455588 31.51880361245896 16962.685601362013 -39741.056392299106 51029.374124322057 22671.821493939657 156195.63199404764 9633.7902089498002 -10380.785978212867 6899.8077566964294 147834.36328125 -148010.64399038462 -78996.409300321699 -218031.77913851352 -26961.023753991787 -10313.327382812502 8505.5344595975657 -65343.507026036321 84979.592715567138 -81247.255481868007 -15809.81949728261 -18640.128729450535 -9585.4987382368618 8344.7668503534223 178377.91903125003 108722.66054298508 2097.7593844027133 -75416.517275135557 -65606.178989883963 -42772.205480519653 -277.86985966764604
leaf_weight=30541 3783068 151 280 121 656 21 6758 5251 182 26 78 204 37 137 20 344 487 54 134 46 211 44 168 50 71 111 402 29 307 488175
leaf_count=30541 3783068 151 280 121 656 21 6758 5251 182 26 78 204 37 137 20 344 487 54 134 46 211 44 168 50 71 111 402 29 307 488175
internal_value=0 -222.834 -4610.85 -455.935 -8993.58 -12389.4 7557.57 -13669.2 -36847.4 -28919.9 -31266.5 -14088.8 -42751.2 4149.73 31704.5 -33207.1 -25766.9 -41444.8 -110844 -98968.4 2474.83 48884.7 57714.8 124466 38164.1 -50989.4 -64026.4 27550.6 -23078 -84.2698
internal_weight=0 535096 16380 13989 6773 6117 7216 5996 745 2391 2321 930 1391 726 446 1220 1096 752 171 124 265 70 309 70 239 563 452 50 458 518716
internal_count=4318164 535096 16380 13989 6773 6117 7216 5996 745 2391 2321 930 1391 726 446 1220 1096 752 171 124 265 70 309 70 239 563 452 50 458 518716
is_linear=0
shrinkage=0.1


Tree=1387
num_leaves=31
num_cat=0
split_feature=5 5 5 0 1 5 3 0 2 0 0 1 0 1 0 0 6 1 1 1 1 1 1 0 2 1 3 0 5 2
split_gain=3.00067e+12 2.20765e+13 2.16051e+13 3.17014e+13 2.11952e+13 2.07952e+13 3.33518e+13 2.91149e+13 2.67719e+13 2.67544e+13 6.86162e+13 8.56476e+13 4.72285e+13 7.27715e+13 3.89351e+13 3.00603e+13 2.92487e+13 2.67821e+13 2.66302e+13 2.34699e+13 2.00388e+13 1.96038e+13 3.82743e+13 2.96774e+13 3.15999e+13 3.06613e+13 5.13722e+13 4.00711e+13 5.40901e+13 3.02438e+13
threshold=39.005000000000003 39.025000000000013 39.305000000000007 59.990816400000007 43.808567100000012 39.505000000000003 32.500000000000007 55.834684950000003 1.5000000000000002 55.734663800000007 55.664473600000008 37.889331900000009 55.628356700000005 37.737121850000008 55.56564190000001 55.046835900000012 1.5000000000000002 37.726745000000001 37.752451500000006 37.620907050000007 37.971176850000006 30.451272450000005 37.362912300000012 59.755965500000009 16.500000000000004 30.425002000000003 24.500000000000004 60.042666650000008 26.005000000000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 3 4 -3 6 8 -8 -4 10 12 16 14 -14 15 -10 18 -16 -12 -18 -13 23 -23 -1 25 27 -27 28 -25 -30
right_child=1 2 5 -5 -6 -7 7 -9 9 -11 11 20 13 -15 17 -17 19 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-3969.8232696387176 -3175.9104061981125 2273.1010966268109 3744.361212574212 -12453.05058318089 11042.620048147015 -18.722249128888709 -26336.619646990745 99034.907511255296 -4929.050466596922 2846.145885998998 -76619.384296391261 48303.13741127128 -5092.4138423710083 76407.321584165824 -17403.472996078755 13939.112438396753 -44660.138898689518 -64067.566789596276 -34277.461895951703 45076.849474431823 -22485.312308114037 -2176.6837995064488 167.2420792625729 -4971.9064752935183 -2718.73467752018 9696.8145401861966 -9189.5915580887231 -3858.6397579625477 8740.8582566945897 2751.5667238227334
leaf_weight=9406 22453 7343 5434 1065 4412 3054955 27 59 20310 4832 323 134 273 183 521 881 62 161 275 55 57 74833 1008924 7957 12909 10793 1662 10667 10278 46920
leaf_count=9406 22453 7343 5434 1065 4412 3054955 27 59 20310 4832 323 134 273 183 521 881 62 161 275 55 57 74833 1008924 7957 12909 10793 1662 10667 10278 46920
internal_value=0 -51.5445 -28.925 4067.78 5564.56 -45.9297 -2520.62 59674.1 -2680.28 -3924.14 -5332.11 -32310.3 -4237.47 27614.7 -4901.51 -4144.62 -48201.5 -28419.5 -57147.8 -2476.08 27177.8 134.815 5.39491 1403.07 1902.53 2578.31 7176.61 1822.96 2753.14 3827.79
internal_weight=0 3.12382e+06 3.10136e+06 12820 11755 3.08854e+06 33587 86 33501 28067 23235 906 22329 456 21873 21191 715 682 598 117 191 1.19435e+06 1.08376e+06 110592 101186 88277 12455 75822 65155 57198
internal_count=4318164 3123815 3101362 12820 11755 3088542 33587 86 33501 28067 23235 906 22329 456 21873 21191 715 682 598 117 191 1194349 1083757 110592 101186 88277 12455 75822 65155 57198
is_linear=0
shrinkage=0.1


Tree=1388
num_leaves=31
num_cat=0
split_feature=4 1 1 2 6 5 3 2 3 0 3 0 5 0 0 6 0 2 3 5 1 3 5 5 1 2 2 3 3 5
split_gain=3.1745e+12 1.30956e+13 3.8574e+13 2.07678e+13 2.26896e+13 2.2406e+13 1.95432e+13 2.45976e+13 4.44117e+13 3.297e+13 2.51099e+13 5.41246e+13 2.25994e+13 4.12262e+13 2.55009e+13 1.77922e+13 2.02301e+13 2.72139e+13 2.13588e+13 2.07723e+13 1.90537e+13 3.66047e+13 3.70398e+13 3.39853e+13 4.69062e+13 3.11387e+13 3.37425e+13 2.96727e+13 2.35889e+13 1.70559e+13
threshold=1.0000000180025095e-35 39.863684800000009 44.660994650000006 2.5000000000000004 1.5000000000000002 50.805000000000007 4.5000000000000009 1.5000000000000002 5.5000000000000009 55.701368300000006 5.5000000000000009 55.657530000000008 65.045000000000016 55.576287050000012 57.581016350000006 1.5000000000000002 43.465905150000005 7.5000000000000009 10.500000000000002 32.005000000000003 39.925119750000007 9.5000000000000018 44.905000000000008 29.050000000000004 39.969502550000009 6.5000000000000009 3.5000000000000004 3.5000000000000004 7.5000000000000009 37.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 -1 -6 12 10 -9 -10 -8 -12 13 -7 -14 16 17 18 -3 -19 21 28 -23 -22 25 26 29 -26 -17 -25
right_child=-2 2 -4 -5 5 6 7 8 9 -11 11 -13 14 -15 -16 20 -18 19 -20 -21 23 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=4279.1024685628026 -20.995270625873374 -23099.722736350072 631.67007690140417 469.12087227978759 -3572.4956002939034 12119.675027901787 -142773.80215541294 80111.309759880518 17907.039453125002 -105588.67641225964 -131400.20503559729 62263.708955439826 1272.0005057719218 -156862.33229314632 125358.35738636366 4247.5335151085483 8410.2763519356868 -21974.987428977274 -116430.33386501735 110052.61210937501 8952.7977368420961 -18065.355899697581 -139458.41306640624 108892.64929677433 -20155.421175362724 166169.88234627017 -3638.6640288806357 31732.06290914764 60970.394565265102 34404.086635199659
leaf_weight=3878 4073891 267 155494 55897 24546 42 42 34 37 52 31 27 67 22 22 416 875 22 27 26 1283 155 30 97 140 31 61 518 89 45
leaf_count=3878 4073891 267 155494 55897 24546 42 42 34 37 52 31 27 67 22 22 416 875 22 27 26 1283 155 30 97 140 31 61 518 89 45
internal_value=0 350.151 883.579 -654.87 -2836.39 -3943.6 -28169.9 -47054 -17107.9 -54247.8 -83887.9 -41246.3 -645.994 -45967.9 31945 10479.4 349.766 -20272.9 -31670.9 49540 14782.3 303.56 -37750.7 19375.6 34367.2 72820.8 58565.6 20692.2 14244.2 85287.1
internal_weight=0 244273 159576 84697 28800 24922 376 223 123 89 100 58 153 64 89 4082 1217 342 294 48 2865 690 185 2175 892 234 203 658 505 142
internal_count=4318164 244273 159576 84697 28800 24922 376 223 123 89 100 58 153 64 89 4082 1217 342 294 48 2865 690 185 2175 892 234 203 658 505 142
is_linear=0
shrinkage=0.1


Tree=1389
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 1 3 5 5 1 3 1 1 1 5 5 0 5 3 1 1 0 1 3 1 1 1 0 3
split_gain=2.80514e+12 3.10412e+13 7.95632e+13 1.11008e+14 8.89126e+13 6.80024e+13 5.79474e+13 1.01295e+14 6.18721e+13 5.36537e+13 5.00892e+13 1.62357e+14 1.03336e+14 1.03196e+14 1.31848e+14 5.8932e+13 4.95798e+13 4.10092e+13 4.85731e+13 4.73652e+13 3.71115e+13 1.2382e+14 9.88985e+13 3.94753e+13 4.95957e+13 3.84074e+13 2.21495e+14 6.00245e+13 4.41652e+13 1.42061e+14
threshold=54.978840000000005 54.762542150000009 37.998366300000008 38.151577750000008 20.507360500000004 61.405000000000008 83.140147550000009 7.5000000000000009 66.040000000000006 36.005000000000003 50.888703650000004 11.500000000000002 38.422276900000007 43.574807850000006 43.048525950000005 67.00500000000001 64.805000000000021 54.864040150000001 85.91500000000002 4.5000000000000009 52.307266200000008 54.845880150000006 54.864040150000001 56.022377500000012 30.500000000000004 61.463701450000009 60.528664650000003 56.135466100000009 54.934662400000008 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 -3 -6 10 -8 -9 -4 11 13 -13 14 15 -5 -16 -11 -19 -20 -12 22 -22 -23 25 26 27 -25 29 -27
right_child=-2 2 3 6 5 -7 7 8 -10 17 20 12 -14 -15 16 -17 -18 18 19 -21 21 23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=113.94089264942937 60.909074655907027 10452.534317290436 -5090.9884389366098 -7128.7196822084552 -8639.8233025753107 -28999.190465304891 -12829.531690622172 19475.192809486103 68792.646537853434 -33868.192061174028 10271.050845998216 48367.682931399657 254142.06319369614 -48555.156221335419 57778.087540261789 -46308.204622925368 208483.08481580947 25369.298429777522 -17989.024244791668 127101.2961545139 -56232.008356518279 14190.442361009482 -9028.5881480445551 226.78680807242947 68481.845197303555 17944.019909902945 -61548.117255709461 -16678.528783638754 -1127.9369267290845 -115.92862514954589
leaf_weight=1259690 2748505 1850 735 3109 6658 2177 898 1322 315 109 2965 154 29 765 114 438 27 2048 30 90 701 1745 1210 10444 103 5208 684 2629 236802 26610
leaf_count=1259690 2748505 1850 735 3109 6658 2177 898 1322 315 109 2965 154 29 765 114 438 27 2048 30 90 701 1745 1210 10444 103 5208 684 2629 236802 26610
internal_value=0 -106.653 -1003.13 -700.409 -9482.26 -13656.5 -894.595 14159.8 28965.1 18400.5 -1024.52 -11336.6 80976.7 -15130.3 -8196.97 -11966.8 86636.5 25983.4 28992.5 90828.7 -859.153 -974.486 -26343.9 -803.914 -896.54 -921.847 -6075.32 -3172.9 -657.919 2840.14
internal_weight=0 1.56966e+06 309969 299284 10685 8835 296272 2535 1637 3012 293737 4636 183 4453 3688 3547 141 2277 2168 120 289101 286136 1911 284225 282480 282377 13757 13073 268620 31818
internal_count=4318164 1569659 309969 299284 10685 8835 296272 2535 1637 3012 293737 4636 183 4453 3688 3547 141 2277 2168 120 289101 286136 1911 284225 282480 282377 13757 13073 268620 31818
is_linear=0
shrinkage=0.1


Tree=1390
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 5 3 5 6 5 5 4 3 3 6 0 4 3 4 5 0 5 5 0 3 3 0 1 0 5
split_gain=3.49835e+12 1.86759e+13 6.78638e+13 9.57282e+13 8.99989e+13 7.02642e+13 6.50383e+13 6.48873e+13 4.06788e+13 4.81709e+13 5.83391e+13 3.95768e+13 3.92965e+13 3.59023e+13 3.47947e+13 7.15377e+13 4.52255e+13 3.3834e+13 3.23786e+13 2.72397e+13 4.09427e+13 4.21928e+13 3.52223e+13 2.71946e+13 2.65504e+13 2.33424e+13 2.26116e+13 2.18373e+13 7.68606e+13 1.01619e+14
threshold=82.981501350000016 82.973038550000012 6.5000000000000009 54.947737500000009 54.990279300000005 43.205000000000005 8.5000000000000018 44.905000000000008 1.5000000000000002 81.910000000000011 41.505000000000003 1.5000000000000002 9.5000000000000018 11.500000000000002 1.5000000000000002 54.943968150000011 2.5000000000000004 10.500000000000002 1.5000000000000002 74.610000000000014 55.061033200000004 80.00500000000001 43.810000000000009 55.055104550000003 16.500000000000004 24.500000000000004 55.020029900000004 82.970752000000019 54.959412650000012 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 5 14 11 -3 7 -6 17 10 -10 -5 23 -14 16 -16 -4 18 -8 22 21 -21 -7 -11 -19 -13 -26 -1 -29 -30
right_child=-2 2 3 4 6 19 8 -9 9 12 -12 25 13 -15 15 -17 -18 24 -20 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=35.120680423653461 -228.50694824451048 5155.9662150567201 -2058.3671575661292 20907.687542095384 18093.577431126647 -43542.554666694981 11606.024429052972 213047.32386592744 15954.736915249372 -76985.634448242185 -3216.8690503016878 93225.400932957855 55112.912343144024 2611.0072627314817 9263.6806749743846 -18910.71329613261 8218.6875999507774 -31946.847867838544 35576.587781294606 44416.300062499999 -56096.879725654646 -55188.01460422825 -8923.6538643375516 31036.869759908535 -1491.8642748771458 2897.44696969697 20576.613772481593 -4603.9673785905434 11201.73520610263 -61453.263397949224
leaf_weight=3663311 579995 2102 12370 194 38 345 1035 31 2201 54 5692 215 419 189 1402 2523 6549 162 1237 100 398 74 1984 41 872 33 993 28267 5138 200
leaf_count=3663311 579995 2102 12370 194 38 345 1035 31 2201 54 5692 215 419 189 1402 2523 6549 162 1237 100 398 74 1984 41 872 33 993 28267 5138 200
internal_value=0 35.454 2151.39 3658.18 10366.3 -8766.28 8853.43 105681 8335.31 4363.31 2129.22 54740.2 29446.8 38792.4 -278.492 -8846.89 1499.14 16277.4 24656.9 -18854 -38407.1 2055.84 -14051.8 -30365.4 6885.19 81206 10258.3 11.8427 -2525.71 8479.55
internal_weight=0 3.73817e+06 41253 36250 13406 5003 12964 69 12895 8596 7893 442 703 608 22844 3925 18919 4299 2272 2901 572 174 2329 95 2027 248 1865 3.69692e+06 33605 5338
internal_count=4318164 3738169 41253 36250 13406 5003 12964 69 12895 8596 7893 442 703 608 22844 3925 18919 4299 2272 2901 572 174 2329 95 2027 248 1865 3696916 33605 5338
is_linear=0
shrinkage=0.1


Tree=1391
num_leaves=31
num_cat=0
split_feature=4 5 5 3 3 5 2 5 2 0 5 3 6 1 1 0 0 0 1 5 1 1 6 3 0 0 1 1 0 3
split_gain=3.025e+12 1.16477e+13 1.7842e+13 2.05977e+13 1.74384e+13 3.42381e+13 3.12652e+13 3.09082e+13 7.87938e+13 3.04939e+13 2.89676e+13 5.01565e+13 2.78849e+13 4.49842e+13 3.64345e+13 3.80767e+13 7.0031e+13 5.47482e+13 3.97624e+13 4.78121e+13 3.6377e+13 3.54787e+13 2.67264e+13 7.64146e+13 2.67176e+13 2.7346e+13 3.60859e+13 7.04175e+13 2.4863e+13 2.4809e+13
threshold=1.0000000180025095e-35 42.895000000000003 55.405000000000008 29.500000000000004 12.500000000000002 161.85000000000002 2.5000000000000004 161.85000000000002 14.500000000000002 55.299834250000011 58.005000000000003 8.5000000000000018 1.5000000000000002 30.278357500000002 30.323743050000001 59.863160500000006 59.939091550000008 55.975961550000008 39.899261850000009 78.010000000000005 35.911716050000003 30.362552800000003 1.5000000000000002 24.500000000000004 55.02863030000001 55.055104550000003 49.148175700000003 37.487839250000007 56.819808050000006 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 10 9 22 -9 -7 11 -4 20 -14 -15 17 -17 29 19 -19 21 -12 -6 -24 -25 -26 27 -27 -22 -16
right_child=-2 2 4 -5 7 6 -8 8 -10 -11 12 -13 13 14 15 16 -18 18 -20 -21 28 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=34.778744160639135 -20.494920598742656 6356.8626255049085 -15557.879209857907 -66487.473367387822 -5113.3941063035918 -100582.66786684783 80187.890182783027 -194897.6509159483 21594.219810791019 47642.815574776789 25147.935937500002 43806.150992640061 -123747.14495967743 117484.50662499999 -4777.5920708095546 -206324.0465144231 11695.170364200369 36708.07017045455 25385.686952107746 250340.46382812501 3501.3082211431897 191263.887265625 257.45466357870981 18070.24582710598 123629.07435719937 -11708.109828125002 -19478.962041440216 230744.60754076089 86713.439279513899 46402.233424123129
leaf_weight=203953 4073891 8295 218 39 7442 23 106 29 40 35 36 410 31 25 7068 26 34 22 120 20 13904 20 1957 115 79 25 46 23 36 96
leaf_count=203953 4073891 8295 218 39 7442 23 106 29 40 35 36 410 31 25 7068 26 34 22 120 20 13904 20 1957 115 79 25 46 23 36 96
internal_value=0 341.806 1894.86 6015.98 821.099 2367.92 47890.3 -2703.48 -69395.1 -11136.3 2029.58 23198.9 1409.46 -3536.49 -3033.65 -3441.58 -82779.8 -2791.8 54695.5 138438 4039.33 84475.1 -2228.44 7334.97 55427.7 80260.6 43812.7 104467 3716.2 -4091.77
internal_weight=0 244273 40320 8334 31986 22230 164 9756 69 58 22066 628 21438 7442 7411 7386 60 7326 162 42 13996 56 9687 2245 288 173 94 48 13940 7164
internal_count=4318164 244273 40320 8334 31986 22230 164 9756 69 58 22066 628 21438 7442 7411 7386 60 7326 162 42 13996 56 9687 2245 288 173 94 48 13940 7164
is_linear=0
shrinkage=0.1


Tree=1392
num_leaves=31
num_cat=0
split_feature=3 0 3 0 0 1 0 0 3 5 0 1 0 4 5 6 0 1 5 6 0 0 5 1 5 5 1 0 0 0
split_gain=2.96696e+12 1.25979e+13 1.19705e+13 5.83606e+13 2.08646e+14 1.60477e+14 8.55567e+13 1.26681e+14 1.24899e+14 8.12627e+13 7.68152e+13 9.5771e+13 1.08633e+14 1.24027e+14 9.96132e+13 1.02059e+14 1.73041e+14 1.47826e+14 9.16583e+13 1.39345e+14 7.54944e+13 7.04145e+13 6.75231e+13 6.46555e+13 7.04505e+13 6.29272e+13 5.67593e+13 1.82881e+14 9.16878e+13 8.10761e+13
threshold=28.500000000000004 43.514103700000014 25.500000000000004 55.657530000000008 55.719391050000006 37.417247200000006 55.751981950000008 55.769960200000007 27.500000000000004 34.605000000000011 55.826364100000013 37.417247200000006 55.806974650000008 1.5000000000000002 37.995000000000012 1.5000000000000002 55.784980300000008 37.503486000000002 93.00500000000001 1.5000000000000002 55.674875350000008 55.628356700000005 57.995000000000012 60.695889550000011 63.455000000000005 40.405000000000008 60.628582700000003 56.791364150000007 56.819808050000006 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 21 5 20 -6 8 -8 -7 11 18 14 22 -13 25 17 -17 19 -9 -5 -4 -14 26 -25 -16 29 -28 -29 -12
right_child=1 -3 3 4 6 9 7 10 -10 -11 23 12 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-8.6724891080655055 -80261.850937500014 -873.09636447891717 -2750.9692025778163 -148123.22500000001 -25014.742509639793 -28860.030801741803 19199.066821756765 -78587.632425101154 95099.671994441116 93093.083906007727 11557.474085743748 -78762.607984518356 -16939.595566614822 -74363.854747210207 190742.79958333334 72587.640761718751 42822.695797991073 -247320.26914062502 217846.36530172417 116966.31496710527 11419.586830357144 -86542.027730507427 165064.31205357146 18318.015803433645 133993.9158954327 40657.23693679284 34575.456335801129 -61207.98613865739 -3734.2953225676547 -1984.7194682927927
leaf_weight=4243674 20 34855 14310 44 1038 61 1305 70 260 524 9630 109 695 562 30 20 105 52 29 76 91 101 21 162 78 406 529 649 485 8173
leaf_count=4243674 20 34855 14310 44 1038 61 1305 70 260 524 9630 109 695 562 30 20 105 52 29 76 91 101 21 162 78 406 529 649 485 8173
internal_value=0 -918.624 7.47954 1737.73 4640.03 57697.3 3079.78 4323.58 31808.8 80376.6 2357.75 -15476.7 -21683.8 -39201.2 9323.38 24986.3 -39053.8 -158457 55462 23207.6 -40579.6 -3338.22 -11601.5 4326.18 55912.7 50984.2 3690.16 -13977.6 -36627.1 5340.52
internal_weight=0 34875 4.28329e+06 39615 25204 720 24484 23446 1565 585 21881 2175 2000 1278 722 613 177 72 175 146 135 14411 716 19706 240 436 19466 1663 1134 17803
internal_count=4318164 34875 4283289 39615 25204 720 24484 23446 1565 585 21881 2175 2000 1278 722 613 177 72 175 146 135 14411 716 19706 240 436 19466 1663 1134 17803
is_linear=0
shrinkage=0.1


Tree=1393
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 0 0 1 0 6 3 5 1 5 5 5 1 3 0 3 0 5 0 0 0 1 0 3 0
split_gain=2.99813e+12 2.47301e+13 1.18597e+14 9.31078e+13 1.14134e+14 1.00155e+14 8.46258e+13 1.20045e+14 8.01922e+13 7.19277e+13 6.93905e+13 6.4488e+13 1.79945e+14 6.00361e+13 7.42946e+13 5.86955e+13 5.8149e+13 5.58546e+13 2.80002e+14 9.46648e+13 8.78193e+13 8.86077e+13 8.13445e+13 7.684e+13 7.60608e+13 8.80643e+13 6.03968e+13 3.99712e+14 1.8428e+14 1.50538e+14
threshold=43.574807850000006 50.227799100000006 49.964253350000007 49.323301500000007 55.795550600000006 55.745923000000012 53.310923100000004 53.204054050000003 50.158868250000005 55.812836050000008 1.5000000000000002 3.5000000000000004 87.395000000000024 52.307266200000008 87.00500000000001 120.05000000000001 77.00500000000001 52.395917250000004 6.5000000000000009 55.751981950000008 10.500000000000002 55.745923000000012 77.715000000000018 55.619594000000006 55.727011600000004 55.74310830000001 53.140944450000006 55.601678500000013 10.500000000000002 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -4 -9 10 -6 12 -10 14 -3 -13 -11 18 19 22 -20 -22 23 -15 -24 -26 27 -19 29 -29
right_child=1 13 6 4 9 -7 -8 8 11 16 -12 15 -14 17 -16 -17 -18 26 20 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-83.941211687565954 595.25441627119324 -2741.4867242782575 2363.8566915009692 -12467.21550150582 -5167.0893473105862 -63141.061058854015 -12431.227731110361 33554.072528498509 30097.859090681883 -8717.0662317872193 26738.183514505505 11336.010273193251 268957.27178571431 -9589.451839883146 -22896.434558862791 -43048.56534024985 43058.463087989774 -33738.483201422612 2350.180631885436 -31132.559403811629 -13318.748200088461 -170855.35736762153 6518.3040756360624 25794.162069689257 181155.69684559814 51974.972832351435 12.36357942268241 18486.817338741719 -22400.555221762581 -6146.6406801655612
leaf_weight=2143177 372444 47597 17950 8412 1111 409 2222 1951 319 4111 1764 11295 35 691 1902 202 229 3968 10113 322 4332 36 113 5489 93 122 1665094 6088 2386 4187
leaf_count=2143177 372444 47597 17950 8412 1111 409 2222 1951 319 4111 1764 11295 35 691 1902 202 229 3968 10113 322 4332 36 113 5489 93 122 1665094 6088 2386 4187
internal_value=0 82.7135 769.509 274.017 -7186.88 -14816.8 6435.28 7755.55 14767.7 2141.38 14408.9 11674.9 53713.9 -82.8409 -3515.94 10380.5 -5985.13 16.9428 5104.31 21794.8 -2767.78 -14617.1 24413.5 21837.8 72942.1 107853 -47.5249 -6044.28 2635.18 8448.83
internal_weight=0 2.17499e+06 422454 388480 16036 8821 33974 31752 13802 7215 2875 11851 354 1.75253e+06 49499 11497 4340 1.70303e+06 21311 6830 14481 4368 6508 6180 328 215 1.68172e+06 16629 12661 10275
internal_count=4318164 2174987 422454 388480 16036 8821 33974 31752 13802 7215 2875 11851 354 1752533 49499 11497 4340 1703034 21311 6830 14481 4368 6508 6180 328 215 1681723 16629 12661 10275
is_linear=0
shrinkage=0.1


Tree=1394
num_leaves=31
num_cat=0
split_feature=0 0 1 0 3 3 3 1 1 5 1 1 1 3 3 5 3 1 1 5 5 5 4 5 1 0 1 5 2 2
split_gain=3.09192e+12 2.38764e+13 4.98472e+13 3.58178e+13 6.03541e+13 4.94299e+13 4.82978e+13 6.73384e+13 1.94787e+14 1.46227e+14 1.49169e+14 6.4592e+13 5.94695e+13 4.91722e+13 4.67547e+13 7.10193e+13 4.46973e+13 7.35399e+13 1.75798e+14 7.16891e+13 5.79106e+13 5.71189e+13 4.33648e+13 5.6729e+13 6.76637e+13 6.12974e+13 9.6618e+13 9.07534e+13 7.68716e+13 1.196e+14
threshold=44.580511600000001 44.039893800000009 39.262370300000008 43.642715500000008 19.500000000000004 15.500000000000002 5.5000000000000009 39.666208800000007 40.810045900000013 47.815000000000005 40.247294600000011 39.969502550000009 41.900971000000006 3.5000000000000004 3.5000000000000004 77.715000000000018 8.5000000000000018 39.630124250000001 39.488326500000007 84.030000000000015 42.895000000000003 27.010000000000002 2.5000000000000004 55.990000000000002 39.694727950000008 43.592450450000008 39.739656000000004 59.245000000000012 15.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 22 5 6 7 -5 9 11 14 -9 -10 -13 15 -11 17 18 -8 -18 21 -20 23 24 -4 26 27 -25 29 -29
right_child=-2 -3 3 4 -6 -7 16 8 12 10 -12 13 -14 -15 -16 -17 19 -19 20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-60056.219431098798 15.911546890091607 -2839.2679101634576 64843.803915954966 -14578.558981661994 128816.55576923078 -18798.994235284979 30328.590282827525 -33735.318712792541 -46670.776740579051 54114.052365944604 190671.43514811201 90378.734728433483 958.41924862109283 14515.365835053068 37775.406807609739 208556.41715277778 911.25273291038104 16735.687022243499 247863.84591491698 52271.360340568091 310460.81277721777 8868.2875781250004 3205.4475788385316 -35138.484779112492 -84.576281142668392 -21038.532038003123 -6555.2453721078818 22085.747120498851 -65154.438057084524 116784.11631590135
leaf_weight=137 4170694 32584 161 2036 39 880 260 229 272 88 96 107 7238 424 393 45 2715 1639 20 302 31 20 24546 286 52128 2410 16711 1438 88 147
leaf_count=137 4170694 32584 161 2036 39 880 260 229 272 88 96 107 7238 424 393 45 2715 1639 20 302 31 20 24546 286 52128 2410 16711 1438 88 147
internal_value=0 -450.005 227.639 299.612 4560.56 4272.02 5547.7 1826.28 5582.49 40084.6 76040.6 10657.4 -766.633 29802.3 55119.4 106369 13702.5 25418.4 68412 6052.37 207872 128366 -432.949 -1650.19 115.341 -6029.61 -4092.2 16918.5 25817.7 30868.5
internal_weight=0 147470 114886 114749 16834 16795 15915 10928 8892 1382 622 760 7510 531 526 133 4987 1970 331 3017 71 40 97915 73369 52289 21080 18670 1959 1673 1585
internal_count=4318164 147470 114886 114749 16834 16795 15915 10928 8892 1382 622 760 7510 531 526 133 4987 1970 331 3017 71 40 97915 73369 52289 21080 18670 1959 1673 1585
is_linear=0
shrinkage=0.1


Tree=1395
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 3 0 2 1 2 3 3 0 0 2 1 6 3 1 3 2 3 3 0 3 6 1 4 0
split_gain=3.17382e+12 1.85146e+13 1.1863e+14 1.27899e+14 7.60129e+13 1.21327e+14 1.02146e+14 1.32972e+14 8.70688e+13 7.71375e+13 7.50033e+13 8.78811e+13 1.0098e+14 7.21811e+13 1.00245e+14 1.13907e+14 6.35815e+13 6.06691e+13 5.912e+13 5.83373e+13 7.68343e+13 5.59382e+13 5.34748e+13 5.05117e+13 5.52169e+13 4.81204e+13 7.9847e+13 6.28722e+13 5.57599e+13 5.19036e+13
threshold=97.050000000000011 94.040000000000006 39.011252750000004 38.422276900000007 82.95335685000002 82.897133550000021 6.5000000000000009 55.034903650000011 3.5000000000000004 83.053286850000021 2.5000000000000004 18.500000000000004 16.500000000000004 59.932719750000011 60.029906750000002 10.500000000000002 37.792847950000002 1.5000000000000002 4.5000000000000009 39.488326500000007 17.500000000000004 1.5000000000000002 19.500000000000004 3.5000000000000004 55.899899800000007 9.5000000000000018 1.5000000000000002 30.323743050000001 2.5000000000000004 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 19 7 8 -7 -6 17 12 18 -14 15 -15 22 -3 -12 20 -4 -19 -13 -23 -25 26 27 -20 -28 -27
right_child=-2 2 4 -5 9 6 -8 -9 -10 -11 11 16 13 14 -16 -17 -18 21 25 -21 -22 23 -24 24 -26 29 28 -29 -30 -31
leaf_value=-0.17906025837344205 -463.80836341140287 -12023.816563567792 12668.593408119516 -29794.839875122696 -20467.278347965166 126959.11853515625 35346.96181280887 50356.31158854167 415249.07357954548 12717.788587390001 -52066.929597981769 75091.732103694347 -52518.869563781744 -2274.1141951650948 -124946.55762044271 236656.48173828126 -48810.587159488081 2737.5478008442542 91067.450925480778 6810.6521025555339 69068.044938105959 -22072.382070728061 13255.190695511175 85903.994808293282 28818.285369769601 5152.1237292075075 -68922.227343749997 10452.29083557129 5795.1638370984538 -24579.945965676234
leaf_weight=4151454 142664 471 730 1763 1568 20 811 66 22 1266 252 153 800 53 30 32 152 465 195 8771 361 94 1627 325 354 1084 111 192 997 1281
leaf_count=4151454 142664 471 730 1763 1568 20 811 66 22 1266 252 153 800 53 30 32 152 465 195 8771 361 94 1627 325 354 1084 111 192 997 1281
internal_value=0 15.8469 2782.67 -5241.91 8930.63 12761.6 47513.1 138872 277968 -5642.9 -248.045 -4857.8 -11824.4 -41870 32209.4 87676.2 13269.2 18522.8 -5138.73 9523.21 31330.6 30144.3 18570.4 46630.9 56142.1 -2075.03 11968.2 51072.3 -1690.06 -10952.2
internal_weight=0 4.1755e+06 24046 10431 13615 10781 919 108 42 2834 8668 6959 5027 915 115 85 1932 1709 4112 9862 1091 1238 1780 773 679 3860 1495 387 1108 2365
internal_count=4318164 4175500 24046 10431 13615 10781 919 108 42 2834 8668 6959 5027 915 115 85 1932 1709 4112 9862 1091 1238 1780 773 679 3860 1495 387 1108 2365
is_linear=0
shrinkage=0.1


Tree=1396
num_leaves=31
num_cat=0
split_feature=3 1 1 5 0 1 1 0 5 1 6 0 1 0 4 5 1 5 1 0 0 5 0 1 5 5 1 5 1 5
split_gain=3.12397e+12 8.72034e+12 1.59585e+13 1.88394e+13 1.35218e+13 1.1988e+13 1.6863e+13 1.9557e+13 1.62193e+13 1.33526e+13 2.5927e+13 1.45799e+13 1.61832e+13 1.42091e+13 1.37788e+13 2.98138e+13 3.74332e+13 2.65012e+13 1.34565e+13 1.24715e+13 1.9642e+13 1.5733e+13 1.53582e+13 1.48045e+13 3.27499e+13 4.00521e+13 2.12117e+13 1.7371e+13 4.30819e+13 2.42219e+13
threshold=2.5000000000000004 104.38035940000002 92.896330950000007 86.810000000000016 51.636650050000007 83.761389800000003 84.920232800000022 53.242949050000007 51.815000000000005 57.550671000000001 1.5000000000000002 55.212972300000011 61.310823700000007 56.876792350000009 4.5000000000000009 123.15000000000002 82.926290250000008 128.92000000000004 82.91993380000001 53.340367100000002 53.516665650000007 43.005000000000003 54.194619400000008 65.551978750000004 99.555000000000021 91.050000000000011 61.284352600000013 92.035000000000011 60.55755580000001 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 9 7 -7 -8 -1 11 12 -11 -13 15 19 -17 -16 -19 -12 -21 -22 -23 26 25 -25 27 29 -29 -24
right_child=-2 -3 3 -5 -6 6 8 -9 -10 10 14 13 -14 -15 17 16 -18 18 -20 20 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=102.53643777551474 -13.946457271096833 -4646.2493443345893 -60198.149205280177 55966.122428385417 8623.4960124125009 -51169.825425211595 4413.52612591255 -10235.606480068631 -8866.8686780887128 113878.85697846285 -5717.7098340657649 -59009.0400390625 36147.243304883821 33324.323726562499 22998.880268895351 20665.367513333837 133792.15182291667 -36818.6172346444 -138046.45889485677 20198.507452342667 -563.38467272265154 -11405.371422521619 9277.509284364427 9820.7709194871841 -53160.679525533546 118713.32581571693 -5355.2189540608724 118814.96158854169 -49138.659293619799 -13871.666610827799
leaf_weight=78616 4205107 3177 29 84 1834 132 2214 1008 1573 37 1789 25 97 50 43 156 36 29 24 642 9596 552 3176 5164 82 34 2265 42 24 527
leaf_count=78616 4205107 3177 29 84 1834 132 2214 1008 1573 37 1789 25 97 50 43 156 36 29 24 642 9596 552 3176 5164 82 34 2265 42 24 527
internal_value=0 518.733 668.07 9640.93 7552.2 506.208 -4312.55 -14975.4 -1102.73 736.7 2780.79 37850.7 57610.5 2546.54 2477.68 2628.38 41876.6 -35332.3 -82657.6 2312.99 2962.96 2447.39 4882.19 5676.85 9543.85 10533 2293.06 6889.33 57740.9 5982.99
internal_weight=0 113057 109880 1947 1863 107933 4927 1140 3787 103006 24390 209 134 75 24181 24085 192 96 53 23893 22104 21462 11866 11314 5280 5198 6034 3769 66 3703
internal_count=4318164 113057 109880 1947 1863 107933 4927 1140 3787 103006 24390 209 134 75 24181 24085 192 96 53 23893 22104 21462 11866 11314 5280 5198 6034 3769 66 3703
is_linear=0
shrinkage=0.1


Tree=1397
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 3 1 0 1 0 6 5 1 3 6 3 0 1 6 1 1 5 3 5 5 1 2 1 1 1
split_gain=3.16582e+12 2.08834e+13 5.81781e+13 5.89914e+13 5.93411e+13 6.05923e+13 1.00561e+14 9.47043e+13 1.20941e+14 1.18553e+14 8.82401e+13 6.46402e+13 5.71495e+13 6.11687e+13 5.68932e+13 5.35103e+13 4.97877e+13 5.95498e+13 5.87427e+13 9.58668e+13 8.70134e+13 6.77771e+13 6.49811e+13 1.24387e+14 1.89962e+14 5.72708e+13 1.29109e+14 5.56245e+13 5.36559e+13 1.09978e+14
threshold=9.5000000000000018 1.5000000000000002 50.005000000000003 43.642715500000008 61.880021000000006 14.500000000000002 30.259484550000003 56.197733450000008 37.998366300000008 59.963407450000012 1.5000000000000002 34.920000000000009 39.704585000000002 13.500000000000002 1.5000000000000002 12.500000000000002 44.893607100000004 45.148007750000012 1.5000000000000002 37.342273500000012 39.969502550000009 67.990000000000023 22.500000000000004 63.855000000000011 64.020000000000024 39.726951800000002 9.5000000000000018 46.037218400000008 39.753614400000011 41.950906500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 5 6 14 8 -7 11 -10 -9 13 15 -5 -3 17 18 19 -4 -21 22 28 25 -25 -24 -27 -19 -20 -30
right_child=1 2 16 4 -6 7 -8 9 10 -11 -12 -13 -14 -15 -16 -17 -18 27 21 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-94.86220726275387 -214.9595624645016 39937.44611572221 -22719.916877659241 58144.269285226546 6784.1389928280423 14085.502208339685 -3359.2070399422796 -36314.896106151304 -6580.3101315355134 12320.331414525439 8480.426200642647 -6023.7074403722463 13468.21157614503 -70634.847467912943 10587.859064337914 146668.63014705884 280.64803774292568 57629.401231728836 -9403.6326019882872 19997.646856213771 -8732.8896605070477 -3312.3203782502519 -50165.839760454968 -284907.90937499999 -11917.546585937502 266557.06700148812 -43885.763640202706 2317.566004123034 -51271.375197674381 -3685.3828865795404
leaf_weight=1938624 1205954 105 1188 389 22782 12675 31256 754 7804 3822 7757 10727 2028 28 712 85 1040891 186 6147 2810 1687 9430 136 52 50 21 37 8081 1013 933
leaf_count=1938624 1205954 105 1188 389 22782 12675 31256 754 7804 3822 7757 10727 2028 28 712 85 1040891 186 6147 2810 1687 9430 136 52 50 21 37 8081 1013 933
internal_value=0 77.2847 377.589 2672.98 2308.23 964.682 -2312.91 3400.5 6833.96 -2934.68 927.314 -8013.04 18698.1 67350.9 27390.3 87685.6 161.622 -3737.95 -6305.55 2545.25 9219.7 -9129.32 -15668.2 -61688.2 -151089 -14683.7 68516 3562.03 -13985 -28456.5
internal_weight=0 2.37954e+06 1.17359e+06 100924 98678 75896 32357 43539 28236 15303 15561 11481 2246 218 1101 190 1.07266e+06 31771 23504 5685 4497 17819 8389 296 102 194 58 8267 8093 1946
internal_count=4318164 2379540 1173586 100924 98678 75896 32357 43539 28236 15303 15561 11481 2246 218 1101 190 1072662 31771 23504 5685 4497 17819 8389 296 102 194 58 8267 8093 1946
is_linear=0
shrinkage=0.1


Tree=1398
num_leaves=31
num_cat=0
split_feature=5 5 5 5 1 1 5 1 3 4 0 3 3 0 1 1 0 0 0 5 1 6 1 3 0 4 2 1 0 1
split_gain=3.59589e+12 1.80832e+13 5.12558e+13 3.82393e+13 3.7205e+13 3.50031e+13 1.30609e+14 5.1883e+13 4.85973e+13 4.572e+13 7.24431e+13 4.41404e+13 5.89872e+13 7.2107e+13 4.56528e+13 4.90245e+13 9.43039e+13 6.58189e+13 8.36698e+13 6.95307e+13 5.2132e+13 4.2799e+13 4.27759e+13 4.20757e+13 6.35957e+13 6.34615e+13 5.32531e+13 6.18197e+13 7.06609e+13 6.22936e+13
threshold=42.005000000000003 47.005000000000003 49.010000000000012 53.005000000000003 30.102666750000001 37.944765900000007 52.020000000000003 37.726745000000001 36.500000000000007 1.5000000000000002 55.755036050000008 25.500000000000004 31.500000000000004 55.801980100000009 37.362912300000012 37.692869000000009 55.591389050000011 55.860536450000005 55.834684950000003 52.710000000000008 37.582182450000005 1.5000000000000002 37.869926150000005 6.5000000000000009 55.628356700000005 1.5000000000000002 6.5000000000000009 37.417247200000006 55.860536450000005 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 7 8 23 10 22 14 13 -13 -8 16 -16 18 -18 -19 -20 -10 -9 -4 25 -25 27 -26 -29 -30
right_child=1 2 3 -5 -6 -7 11 9 21 -11 -12 12 -14 -15 15 -17 17 19 20 -21 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=118.88956953251453 -610.03753094342176 -14729.298426255154 8337.5855676646515 78.510235204525117 1833.5074457974142 -1928.2429369641332 -2742.7562009232392 -1246.0313261382005 -27700.661956521741 13984.36990262982 -36334.517705214574 113630.99810133714 -8847.5870286952613 18979.859226321103 2832.0353629011452 -3112.3876148766831 -29863.918173700189 -33025.895681505441 -49905.599239698844 13592.589887328562 -137699.01206705728 -197283.23742897727 48414.324378298043 -6978.8228449590279 -2548.2830788619849 13026.967242172312 2179.8785195734758 -28878.610845880008 -102000.77298054246 9465.7417186868606
leaf_weight=1600872 504917 1367 8524 1778381 172167 189501 9586 725 46 6812 501 104 517 356 1476 3260 2309 605 155 679 120 22 228 2112 8861 6362 14440 2178 53 928
leaf_count=1600872 504917 1367 8524 1778381 172167 189501 9586 725 46 6812 501 104 517 356 1476 3260 2309 605 155 679 120 22 228 2112 8861 6362 14440 2178 53 928
internal_value=0 -70.0429 53.1968 -87.2276 1703.04 -1218.86 675.597 3285.53 1906.24 10548.4 -5549.17 -6376.82 14329.8 40379.2 -7488.99 -12776.9 -18672.6 -26878.6 -36073.9 -8373.29 -88215.5 -82565.6 10634.9 2038.42 501.401 8040.87 -1913.16 -6830.26 -18841.2 3443.6
internal_weight=0 2.71729e+06 2.21238e+06 2.03884e+06 173534 260460 70959 51792 43526 8266 1454 19167 977 460 18190 8604 5344 3868 2584 1284 275 68 953 43458 34934 8474 26460 12020 3159 981
internal_count=4318164 2717292 2212375 2038841 173534 260460 70959 51792 43526 8266 1454 19167 977 460 18190 8604 5344 3868 2584 1284 275 68 953 43458 34934 8474 26460 12020 3159 981
is_linear=0
shrinkage=0.1


Tree=1399
num_leaves=31
num_cat=0
split_feature=1 0 3 3 4 3 5 5 6 5 0 5 2 0 1 3 1 1 1 0 0 1 0 5 5 1 0 3 1 0
split_gain=3.40844e+12 1.85056e+13 4.12582e+13 5.10717e+13 4.87934e+13 7.28738e+13 5.88859e+13 6.23013e+13 5.99452e+13 5.49962e+13 6.30245e+13 5.1507e+13 5.54574e+13 9.42604e+13 4.7733e+13 5.92892e+13 4.63231e+13 4.62899e+13 4.51626e+13 4.22416e+13 7.23446e+13 1.02552e+14 7.30364e+13 8.4806e+13 5.77636e+13 5.74917e+13 6.7513e+13 6.31222e+13 6.32579e+13 5.66888e+13
threshold=82.981501350000016 55.012854300000008 9.5000000000000018 16.500000000000004 3.5000000000000004 11.500000000000002 54.035000000000004 59.510000000000012 1.5000000000000002 90.015000000000015 54.811549550000009 87.00500000000001 11.500000000000002 52.056565900000003 83.001749100000012 10.500000000000002 83.053286850000021 83.001749100000012 83.093115700000013 54.959412650000012 54.811549550000009 83.053286850000021 54.864040150000001 43.005000000000003 79.730000000000018 83.663637000000008 53.340367100000002 3.5000000000000004 83.053286850000021 54.864040150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 6 -6 17 -8 14 11 -11 16 -13 -14 15 -9 -10 -4 -7 20 25 22 24 -24 -22 26 -2 28 -28 -23
right_child=1 -3 3 -5 5 18 7 8 9 10 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 29 23 -25 -26 -27 27 -29 -30 -31
leaf_value=34.995377174287398 -27889.525697776589 -645.44019866386088 23338.298664003971 -2483.4918410285777 -27861.19611797524 91696.396840471542 20508.77618189131 54506.949880129163 10700.186919030906 11075.636210094901 66728.094788743634 -17466.871781343794 -230570.70473484849 24022.587980769233 17202.188626013616 -26001.093963611311 -3275.5891079023941 921.4545347541067 5760.9124835179864 -6914.3036303779099 -20418.177848805175 29999.043752901332 -8379.3453391393778 14838.815597497589 -137193.8789462003 0.7667385311497511 62410.061644476235 -7684.2208240780565 5215.4266311747288 9786.6239593769424
leaf_weight=3738169 1365 373570 951 15882 1099 70 3566 111 3651 1201 245 708 33 26 5492 520 6768 29363 484 9493 1136 1798 3412 2919 44 96640 213 11057 2099 6079
leaf_count=3738169 1365 373570 951 15882 1099 70 3566 111 3651 1201 245 708 33 26 5492 520 6768 29363 484 9493 1136 1798 3412 2919 44 96640 213 11057 2099 6079
internal_value=0 -225.551 534.327 2504.36 3963.56 -12953.7 4494.85 8392.77 6089.08 2152.99 20505 -219.345 -25229.2 -118377 14209.4 -11838.8 1621.77 1624.71 16619.2 -480.223 1.61525 6428.63 -1931.49 2325.73 -24772.5 -886.374 -6705.11 -4542.14 10484.7 14400.3
internal_weight=0 579995 206425 70170 54288 1653 52635 22321 18755 12632 1446 11186 767 59 6123 631 10419 30314 554 136255 126762 15388 7511 6331 1180 111374 14734 13369 2312 7877
internal_count=4318164 579995 206425 70170 54288 1653 52635 22321 18755 12632 1446 11186 767 59 6123 631 10419 30314 554 136255 126762 15388 7511 6331 1180 111374 14734 13369 2312 7877
is_linear=0
shrinkage=0.1


Tree=1400
num_leaves=31
num_cat=0
split_feature=5 6 5 0 2 2 3 0 0 1 2 1 1 0 3 1 0 0 1 3 1 0 0 0 0 0 3 0 0 1
split_gain=3.62461e+12 2.27976e+13 3.89475e+13 2.46993e+13 4.22918e+13 2.37613e+13 2.78157e+13 4.65056e+13 4.13199e+13 4.69858e+13 3.22543e+13 4.87863e+13 3.44531e+13 5.39729e+13 3.61172e+13 3.27124e+13 3.82427e+13 3.01559e+13 2.93654e+13 2.92048e+13 2.70049e+13 3.28457e+13 3.46597e+13 2.57356e+13 2.94082e+13 2.73196e+13 3.85916e+13 2.50108e+13 3.5908e+13 3.07398e+13
threshold=89.00500000000001 1.5000000000000002 93.00500000000001 61.674413550000004 8.5000000000000018 16.500000000000004 12.500000000000002 53.719078300000007 56.831297550000009 60.55755580000001 9.5000000000000018 30.278357500000002 40.810045900000013 59.882016200000002 9.5000000000000018 30.362552800000003 57.057093650000006 59.916647550000008 39.016372550000007 25.500000000000004 49.073956850000009 44.226894250000008 56.338501050000012 55.055104550000003 56.852744000000008 54.194619400000008 11.500000000000002 55.762622900000004 55.645049100000001 37.752451500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 10 -8 -9 -10 12 -12 13 27 20 -13 18 -15 -17 -11 21 -14 -23 25 -25 -16 -27 28 -2 -29
right_child=1 -3 3 4 -6 -7 7 8 9 19 11 15 14 17 23 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=21.262255385852942 -21529.206692362175 178.76791176079789 -403.91943360809057 -96181.851410097079 45417.523664314518 3571.5171331354868 -26730.755187980936 -1445.1566695544104 -9864.514228197555 -48713.848150406295 158685.9099826389 -56990.705037434906 11566.847247888902 47954.234745848247 -7501.7014613868923 67963.410532924099 148061.23626802885 -1563.5616136390745 -15977.389812402818 31045.454609375 1478.5910672701323 82304.321535496158 -990.59777655117762 -33695.387141501313 47956.387240911994 15737.227850811298 136828.07831439396 -51683.669085815702 24107.568836339862 -14161.440080652574
leaf_weight=4097479 663 167384 38542 66 31 1991 1662 3797 1704 561 27 48 340 179 452 70 26 393 103 50 585 181 69 442 49 130 33 449 233 425
leaf_count=4097479 663 167384 38542 66 31 1991 1662 3797 1704 561 27 48 340 179 452 70 26 393 103 50 585 181 69 442 49 130 33 449 233 425
internal_value=0 -394.778 -2195.92 -530.757 -50928.4 -6584.14 -8179.9 -11898.5 -7865.28 -18395.4 -2276.58 31059.6 -4252.37 -12772 4495.1 17108.5 34981.7 13932.4 17987.1 -42186.9 16703.3 31799.1 59314.9 -8474.77 -25546.8 5155.12 40252.6 -21401.9 -9661.61 -33437.7
internal_weight=0 220685 53301 38639 97 14662 12671 7774 6112 2315 4897 274 4623 2342 2281 247 199 572 173 611 1175 590 250 1106 491 615 163 1770 896 874
internal_count=4318164 220685 53301 38639 97 14662 12671 7774 6112 2315 4897 274 4623 2342 2281 247 199 572 173 611 1175 590 250 1106 491 615 163 1770 896 874
is_linear=0
shrinkage=0.1


Tree=1401
num_leaves=31
num_cat=0
split_feature=0 1 5 0 1 1 5 5 4 1 3 1 1 1 1 2 5 5 5 6 5 5 2 5 3 2 4 5 6 0
split_gain=3.1456e+12 2.6227e+13 2.5241e+13 2.28978e+13 7.42815e+13 6.00616e+13 3.87643e+13 4.02599e+13 4.49685e+13 8.76234e+13 2.94736e+13 3.06457e+13 5.70543e+13 8.07522e+13 1.34615e+14 2.73445e+13 2.7305e+13 2.50981e+13 2.4962e+13 2.50348e+13 2.38262e+13 2.34766e+13 6.24182e+13 5.03622e+13 2.84104e+13 4.24074e+13 3.64196e+13 2.82551e+13 2.21952e+13 2.18581e+13
threshold=60.693675950000006 33.101335500000005 125.85000000000001 61.674413550000004 50.388877400000005 114.17164950000002 74.610000000000014 72.705000000000013 2.5000000000000004 65.659480050000013 13.500000000000002 54.845880150000006 57.550671000000001 59.76223980000001 61.880021000000006 1.5000000000000002 71.00500000000001 99.555000000000021 125.85000000000001 1.5000000000000002 132.05000000000004 93.00500000000001 7.5000000000000009 98.020000000000024 5.5000000000000009 4.5000000000000009 3.5000000000000004 116.06000000000002 1.5000000000000002 63.563300600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 4 -3 6 7 -6 9 -9 11 15 -13 -14 -15 -5 -17 -12 19 -8 -20 -18 23 -23 25 -25 -27 -24 -26 -2
right_child=1 3 -4 10 5 -7 18 8 -10 -11 17 12 13 14 -16 16 21 -19 20 -21 -22 22 27 24 28 26 -28 -29 -30 -31
leaf_value=-10.09582318984811 -10504.379611441589 -37017.598642791934 -107505.47114648437 -3823.3062846709763 6867.6130609131797 -25547.009155256972 -14904.470459819044 -176036.4117647059 2779.6931835033279 37145.820236895168 -10078.384987011041 -21797.383331586301 29008.211740323022 -54998.791870677844 -623.38218870608807 3028.9296701318335 20558.669232316777 60630.02261412378 -82988.027631578952 33831.909956252202 9190.0256206191607 -65937.994396137321 45872.419122023814 5451.5376264413899 -121525.97155539773 199642.24511320697 25279.311625000002 179811.68061755953 -14519.392875886695 8637.9417779663909
leaf_weight=4258578 2993 405 25 5210 9739 556 117 51 108 31 3198 1465 840 479 9198 20772 1712 51 38 1063 107 137 63 229 22 23 25 21 163 745
leaf_count=4258578 2993 405 25 5210 9739 556 117 51 108 31 3198 1465 840 479 9198 20772 1712 51 38 1063 107 137 63 229 22 23 25 21 163 745
internal_value=0 721.543 -7359.02 1266.25 5092.97 6537.06 8122.16 5978.2 -39611.2 -95443.1 194.351 931.981 -3308.68 -733.231 -3314.9 2722.57 4194.66 -8968.47 24188.1 28999.6 -14967 14305.2 -1369.8 -12690.5 3099.4 23365.2 108828 79357.2 -27244.5 -6689.23
internal_weight=0 59586 3763 55823 12215 11810 11254 9929 190 82 43608 40359 11982 10517 9677 28377 23167 3249 1325 1180 145 2395 683 599 462 277 48 84 185 3738
internal_count=4318164 59586 3763 55823 12215 11810 11254 9929 190 82 43608 40359 11982 10517 9677 28377 23167 3249 1325 1180 145 2395 683 599 462 277 48 84 185 3738
is_linear=0
shrinkage=0.1


Tree=1402
num_leaves=31
num_cat=0
split_feature=5 4 3 5 3 1 1 0 1 2 2 3 2 0 3 5 0 5 0 2 1 1 1 0 3 1 0 3 5 5
split_gain=3.19189e+12 1.74452e+13 5.28635e+13 5.8977e+13 4.2048e+13 3.62252e+13 7.94317e+13 5.50768e+13 8.14037e+13 7.45384e+13 7.20519e+13 6.92345e+13 6.63039e+13 4.59673e+13 4.36148e+13 4.70332e+13 5.1259e+13 5.08643e+13 4.70809e+13 4.25901e+13 3.5852e+13 7.37146e+13 7.17639e+13 4.29403e+13 3.95196e+13 5.16154e+13 7.41066e+13 7.62545e+13 5.2028e+13 3.93334e+13
threshold=97.050000000000011 2.5000000000000004 13.500000000000002 225.45000000000002 14.500000000000002 38.92948375000001 45.148007750000012 48.713222300000005 39.003296000000006 14.500000000000002 12.500000000000002 18.500000000000004 9.5000000000000018 45.053747000000008 18.500000000000004 123.15000000000002 55.601678500000013 177.02500000000003 55.851332700000007 6.5000000000000009 61.284352600000013 50.227799100000006 82.888608650000023 55.727011600000004 8.5000000000000018 43.048525950000005 43.642715500000008 6.5000000000000009 109.05000000000001 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 -4 14 7 8 9 10 12 -11 13 -7 15 19 -17 -18 -19 -6 21 24 -22 -23 25 26 27 28 -2 -27
right_child=1 -3 4 -5 5 6 -8 -9 -10 11 -12 -13 -14 -15 -16 16 17 18 -20 -21 22 23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=15.891954458203182 -34750.664805947585 -160.59538788428441 37108.794394635144 10204.949644095041 -115717.12388833056 -8261.6447120590965 -7616.0193678526066 67613.91585861583 -16936.453774998914 294154.45400815218 -78406.819481382976 46017.106463068187 182057.41764322919 106735.33539209906 4435.3129234220169 -107477.43326612905 121282.42633167615 68477.821276855466 -101756.52968750001 -31858.608779761907 31771.086985402293 -138804.51982062845 -22148.912360517395 -45457.638038200508 -27794.16145791435 -6962.8463719609972 -5770.1811216398173 208579.57016927085 91043.59914341518 -60148.186016824591
leaf_weight=4175500 62 132607 376 1212 103 101 1278 283 359 23 47 22 36 53 488 31 44 32 33 147 462 68 530 179 1515 268 1916 30 70 289
leaf_count=4175500 62 132607 376 1212 103 101 1278 283 359 23 47 22 36 53 488 31 44 32 33 147 462 68 530 179 1515 268 1916 30 70 289
internal_value=0 -465.127 -4480.54 -9726.51 5539.33 1685.39 8533.47 30870.1 14647.8 54856.1 32453.6 172843 59876.9 31315.2 -15489.4 -40420.8 5985.37 38254.6 -17948.8 -66408.3 -14209.1 -18083.3 2963.02 -71156.4 -14924.5 -7525.1 -279.003 64666 31958.4 -34558.1
internal_weight=0 142664 10057 6601 3456 3080 2202 924 641 282 237 45 190 154 878 390 140 109 65 250 5389 4397 992 247 4150 2635 2078 162 132 557
internal_count=4318164 142664 10057 6601 3456 3080 2202 924 641 282 237 45 190 154 878 390 140 109 65 250 5389 4397 992 247 4150 2635 2078 162 132 557
is_linear=0
shrinkage=0.1


Tree=1403
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 6 0 1 1 1 0 1 1 0 1 5 5 1 2 5 0 0 2 2 1 1 1 0 3
split_gain=3.11139e+12 1.91082e+13 5.23332e+13 7.01856e+13 7.12832e+13 1.38976e+14 9.50001e+13 1.30381e+14 8.70618e+13 8.33437e+13 1.32295e+14 1.0895e+14 7.64934e+13 2.25972e+14 1.21952e+14 9.4042e+13 5.84588e+13 5.29349e+13 5.23787e+13 5.05592e+13 4.91148e+13 8.00317e+13 5.69351e+13 5.11781e+13 7.30579e+13 4.90109e+13 1.03498e+14 5.15306e+13 4.77377e+13 6.64589e+13
threshold=10.500000000000002 37.869926150000005 14.500000000000002 13.500000000000002 55.701368300000006 60.479177250000006 1.5000000000000002 55.719391050000006 52.307266200000008 38.096381250000007 38.422276900000007 55.86787755000001 38.096381250000007 37.914142000000005 55.628356700000005 37.971176850000006 85.91500000000002 59.810000000000009 38.151577750000008 9.5000000000000018 49.995000000000012 57.945214300000011 56.863241500000008 6.5000000000000009 9.5000000000000018 83.053286850000021 82.991167100000027 39.011252750000004 44.893607100000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 3 -3 12 6 9 18 -9 -6 11 -11 13 -5 25 -15 -17 -16 19 -8 -10 22 -22 -24 -25 26 27 -14 29 -2
right_child=1 2 -4 4 5 -7 7 8 20 10 -12 -13 14 15 17 16 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=66.087367543853631 -18612.570263814363 -397.32947383296823 -51.831178600339854 -18064.31909131322 -47213.636250522504 -1174.9493629023943 34072.669249966617 -7749.0287716146049 -16483.84221387636 197659.28488281253 -21512.892742885277 6576.0050457928637 -8945.2020013349138 65011.573107657168 -38551.542219975316 8966.4594899655076 147177.51682128906 -127687.86897027522 -29487.385832331733 114130.88501592044 -46928.184460840705 -4878.9766820004115 -18297.926926491476 -187413.75027288991 -42923.507343937803 13867.939954390306 -23576.620016409917 1666.1872014385333 464.1985542695129 -2163.5926862995916
leaf_weight=2688514 2827 106162 801256 1161 1327 16452 234 10201 965 50 3435 74 6175 772 265 701 32 89 78 119 343 266 44 107 52 1842 2237 17677 635977 18730
leaf_count=2688514 2827 106162 801256 1161 1327 16452 234 10201 965 50 3435 74 6175 772 265 701 32 89 78 119 343 266 44 107 52 1842 2237 17677 635977 18730
internal_value=0 -109.028 -390.647 -1979.54 -4575.77 -7754.61 -14013.6 -9362.94 -11307.3 -25824.7 -17849.7 83625.7 -1109.77 15083.1 -2636.02 40653.9 15000.2 -60961.5 44674.2 61061.1 -31734.1 -49857.9 -71770.6 -113746 -140159 -1896.8 -3009.86 -1080.98 307.327 -4320.72
internal_weight=0 1.62965e+06 972116 170860 64698 33747 17295 12409 11978 4886 3559 124 30951 2666 28285 1505 733 354 431 353 1777 812 546 203 159 27931 26089 23852 657534 21557
internal_count=4318164 1629650 972116 170860 64698 33747 17295 12409 11978 4886 3559 124 30951 2666 28285 1505 733 354 431 353 1777 812 546 203 159 27931 26089 23852 657534 21557
is_linear=0
shrinkage=0.1


Tree=1404
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 5 3 6 3 3 0 1 0 0 0 0 5 2 1 1 5 1 4 1 4 5 5 5 4
split_gain=3.47221e+12 3.50574e+13 5.4844e+13 7.3726e+13 4.93141e+13 5.62387e+13 4.91461e+13 4.06669e+13 3.68958e+13 8.48955e+13 1.49209e+14 2.79374e+14 1.88172e+14 1.63519e+14 1.58142e+14 1.24567e+14 1.04592e+14 1.0727e+14 1.21614e+14 1.04008e+14 9.73326e+13 1.0575e+14 9.02558e+13 8.49216e+13 8.31158e+13 7.89179e+13 1.12486e+14 7.83223e+13 1.65949e+14 7.70835e+13
threshold=35.911716050000003 56.863241500000008 28.619594500000002 33.101335500000005 56.895161300000005 57.692655200000004 48.035000000000004 7.5000000000000009 1.5000000000000002 12.500000000000002 13.500000000000002 59.990816400000007 30.346469350000003 59.932719750000011 60.003414000000006 59.916647550000008 60.029906750000002 101.05000000000001 2.5000000000000004 30.226173900000003 30.434657650000002 79.010000000000005 30.315880100000005 3.5000000000000004 30.278357500000002 3.5000000000000004 98.020000000000024 62.015000000000008 63.855000000000011 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 -6 -4 -3 25 -10 11 12 13 15 19 -11 -12 20 -19 -13 29 -22 27 -14 -21 -7 -27 -15 -29 -18
right_child=-2 4 3 -5 5 8 -8 -9 9 10 16 14 23 22 -16 -17 17 18 -20 24 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-142.70918213277292 31.316623346004317 66889.884925209612 -8197.7299844449863 -3990.6973271595025 -37212.655505735653 -1385.3004682341361 -31670.515563031124 13072.092365490023 -649.36119787731866 -5735.005998781894 4410.5400808343284 -6790.9409283447276 69361.000739475523 29735.502368699032 9939.6302765195596 -258598.70156250001 927.83565566478683 -177028.99318967725 -29048.324257211993 -145493.39932633738 -10512.173027086965 -72660.460235996972 -36923.171295572916 218041.44660156249 -8441.47477985964 47167.016559795309 -1422.203507343942 357595.1268880209 83563.503389966965 99914.598249604431
leaf_weight=31248 3848743 164 1790 15922 406 162159 1778 976 157175 752 67249 160 970 251 705 20 18814 61 620 177 5203 289 90 40 59 816 1145 24 279 79
leaf_count=31248 3848743 164 1790 15922 406 162159 1778 976 157175 752 67249 160 970 251 705 20 18814 61 620 177 5203 289 90 40 59 816 1145 24 279 79
internal_value=0 -256.762 -2739.24 -6902.21 44.0757 -12.6324 -19894.7 20814.3 23.5744 781.026 3126.77 23312.9 42272.9 18751.6 -18464.6 -12285.9 2355.54 -3157.78 -42303.6 -69032.6 -2064.55 -13782.5 55958.1 75249.3 -111230 -1144.16 18796.5 71047.1 105269 1341.74
internal_weight=0 469421 50738 19490 418683 417543 3568 1140 417137 253017 95842 3527 2426 1416 1101 772 92315 25066 681 396 24385 5492 644 1010 236 164120 1961 554 303 18893
internal_count=4318164 469421 50738 19490 418683 417543 3568 1140 417137 253017 95842 3527 2426 1416 1101 772 92315 25066 681 396 24385 5492 644 1010 236 164120 1961 554 303 18893
is_linear=0
shrinkage=0.1


Tree=1405
num_leaves=31
num_cat=0
split_feature=1 0 1 3 5 1 3 6 3 3 5 0 0 1 1 3 0 1 5 5 0 2 3 3 0 1 6 6 5 6
split_gain=3.36575e+12 4.96023e+13 1.12399e+14 9.23344e+13 1.04018e+14 6.15625e+13 8.76844e+13 1.25569e+14 8.25128e+13 6.93663e+13 5.97122e+13 5.74697e+13 1.0361e+14 1.47596e+14 1.2002e+14 1.85795e+14 1.52142e+14 2.21725e+14 1.74548e+14 1.16302e+14 1.2309e+14 1.26483e+14 1.11387e+14 1.01634e+14 1.24063e+14 1.08581e+14 1.054e+14 9.94358e+13 9.80835e+13 9.59393e+13
threshold=30.425002000000003 60.063729500000008 30.362552800000003 4.5000000000000009 84.030000000000015 30.207352000000004 5.5000000000000009 1.5000000000000002 4.5000000000000009 26.500000000000004 59.245000000000012 59.916647550000008 59.863160500000006 30.362552800000003 30.315880100000005 6.5000000000000009 59.882016200000002 30.323743050000001 87.395000000000024 46.405000000000008 59.896318000000008 10.500000000000002 4.5000000000000009 19.500000000000004 59.896318000000008 30.370618100000005 1.5000000000000002 1.5000000000000002 77.00500000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 -5 6 7 8 -3 -7 -8 12 -1 14 22 -16 29 -18 19 -19 -21 -22 -14 -15 25 -25 -27 -20 -23 -17
right_child=-2 2 3 4 -6 9 10 -9 -10 -11 -12 -13 13 23 15 16 17 18 27 20 21 28 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-102.63108273947495 25.585990954728594 -47565.101417267637 21678.416635811613 -46675.60820711976 -272058.87373511906 -14216.854154372217 7260.5868543211318 -9504.0225549697298 118730.39916261689 8295.450431767842 42324.961117019659 1207.5289318328869 22311.040392158538 -29130.390663974482 -18406.926143026601 73223.24728457407 32696.757195533832 7672.321550183362 27858.756754117403 5376.5897185937501 -58729.529954345053 -3533.778669084822 -10423.349008977166 -91174.703481492717 -45383.051408219166 5913.0881038682564 83807.96893845778 151980.07663440076 217919.89832589286 7666.1603504136037
leaf_weight=117435 3983587 39 211 822 21 6144 1236 3253 127 1761 800 170682 1116 4230 2300 650 2269 1381 222 625 1121 70 15166 103 548 1591 195 91 28 340
leaf_count=117435 3983587 39 211 822 21 6144 1236 3253 127 1761 800 170682 1116 4230 2300 650 2269 1381 222 625 1121 70 15166 103 548 1591 195 91 28 340
internal_value=0 -304.635 -6043.1 -37482.4 -52290.1 -3562.79 4608.83 -5174.87 79661 -9201.78 21038.3 -46.2849 -1477.93 -6517.81 -3039.42 6160.7 14474 8296.57 -7351.82 -14271.5 -30705.6 -49205.4 -8179.67 -19758.8 -3492.26 8660.29 14417.8 63945.1 59738.7 50708.7
internal_weight=0 334577 14414 1054 843 13360 5455 3419 166 7905 2036 320163 149481 32046 25379 9097 6797 5807 3538 3225 1844 1219 16282 6667 2437 1889 1786 313 98 990
internal_count=4318164 334577 14414 1054 843 13360 5455 3419 166 7905 2036 320163 149481 32046 25379 9097 6797 5807 3538 3225 1844 1219 16282 6667 2437 1889 1786 313 98 990
is_linear=0
shrinkage=0.1


Tree=1406
num_leaves=31
num_cat=0
split_feature=5 2 1 1 1 0 3 3 0 1 5 3 4 1 1 1 3 1 1 1 0 0 3 1 0 0 5 0 3 1
split_gain=3.15017e+12 1.76122e+13 1.82975e+13 2.13842e+13 3.09846e+13 4.27836e+13 2.97028e+13 2.38833e+13 2.15275e+13 3.47312e+13 7.27086e+13 1.63755e+13 2.19996e+13 2.62498e+13 3.60089e+13 6.51385e+13 7.91987e+13 1.59596e+13 1.33699e+14 1.20314e+14 1.15425e+14 1.82096e+14 1.17086e+14 9.28073e+13 8.57326e+13 9.25113e+13 9.74747e+13 7.58721e+13 1.25154e+14 9.62636e+13
threshold=42.005000000000003 1.5000000000000002 30.388336800000001 30.315880100000005 30.323743050000001 59.950068600000009 4.5000000000000009 14.500000000000002 60.042666650000008 30.346469350000003 32.910000000000004 25.500000000000004 1.5000000000000002 82.940215400000014 37.597123000000003 37.362912300000012 28.500000000000004 57.550671000000001 59.76223980000001 55.912026600000011 63.563300600000012 54.194619400000008 5.5000000000000009 53.664171200000006 58.242297500000006 54.648549400000007 87.395000000000024 54.762542150000009 23.500000000000004 56.135466100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -7 9 10 -6 -3 -13 14 15 -14 -17 19 20 23 21 22 -19 -2 25 26 -21 28 29 -27
right_child=17 11 -4 4 6 7 -8 -9 -10 -11 -12 12 13 -15 -16 16 -18 18 -20 24 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=2154.6694983634875 47.479315288620036 -67.963939710072353 766.78105701252389 819.80062397801601 -2397.5439338235296 52883.435114148204 3366.1780133541261 141499.44397243924 -40512.7439157197 24977.257491158151 197672.78637820514 1825.1318892429572 -9626.6050289535524 63970.025212378641 -1348.0031644875223 201965.45642578125 43819.543707114775 7441.7489155995927 -268.75006823036477 -3328.4803683234127 29478.805768759084 -31751.147394919069 -20273.750355926397 -6870.9185008755994 -13556.728893524258 19445.883309821245 -63446.403424759992 4265.5596270286833 -3126.4224610423603 -42924.924772577702
leaf_weight=5609 1688178 1357207 209447 172 34 196 1801 36 33 222 39 24880 160 103 741 40 152 3746 946219 5357 645 3709 2570 19615 2421 11294 284 29334 3667 253
leaf_count=5609 1688178 1357207 209447 172 34 196 1801 36 33 222 39 24880 160 103 741 40 152 3746 946219 5357 645 3709 2570 19615 2421 11294 284 29334 3667 253
internal_value=0 111.277 947.584 5598.61 13224.8 38614.2 8406.88 66634.2 36084.6 44653.1 104489 -20.2727 2461.97 15709.8 11162 37497 76766.6 -65.5583 -394.272 113.118 -11525.6 -14163.8 -3835.77 -31.9825 4823.28 5709.89 -6355.16 7237.66 12968.1 18079.3
internal_weight=0 1.60087e+06 217589 8142 2533 404 2129 232 328 295 73 1.38328e+06 26076 1196 1093 352 192 2.71729e+06 956889 1.7604e+06 10670 10025 6316 1.70779e+06 52610 50189 5641 44548 15214 11547
internal_count=4318164 1600872 217589 8142 2533 404 2129 232 328 295 73 1383283 26076 1196 1093 352 192 2717292 956889 1760403 10670 10025 6316 1707793 52610 50189 5641 44548 15214 11547
is_linear=0
shrinkage=0.1


Tree=1407
num_leaves=31
num_cat=0
split_feature=3 0 4 2 0 1 1 1 1 5 5 6 0 4 3 3 4 1 1 3 5 3 5 3 2 3 2 3 5 4
split_gain=3.60546e+12 1.73125e+13 5.28472e+13 4.67299e+13 4.59667e+13 6.82864e+13 8.58018e+13 5.62598e+13 1.27915e+14 5.44559e+13 5.34484e+13 6.08115e+13 5.79438e+13 5.58652e+13 5.39638e+13 1.23361e+14 1.56229e+14 9.57357e+13 6.8755e+13 4.97165e+13 4.93275e+13 4.6822e+13 5.27824e+13 8.07951e+13 4.58242e+13 8.02493e+13 5.02664e+13 5.01598e+13 4.24961e+13 4.13721e+13
threshold=10.500000000000002 43.592450450000008 4.5000000000000009 10.500000000000002 44.893607100000004 39.753614400000011 42.09605220000001 37.597123000000003 37.692869000000009 118.33500000000002 55.730000000000011 1.5000000000000002 44.226894250000008 2.5000000000000004 22.500000000000004 23.500000000000004 2.5000000000000004 39.080602550000002 39.726951800000002 11.500000000000002 94.040000000000006 17.500000000000004 95.020000000000024 15.500000000000002 12.500000000000002 14.500000000000002 3.5000000000000004 20.500000000000004 104.75000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 29 -3 -9 -8 13 12 19 -10 20 16 -16 -17 -19 -12 -13 22 -14 -24 26 -26 28 -27 -22 -7
right_child=1 4 3 -5 -6 6 9 8 10 -11 11 14 21 -15 15 17 -18 18 -20 -21 24 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=71.141296097571626 3607.0626668460882 -8522.4129207204878 -20608.755168269232 -197958.16334635418 -74.116392426074938 -18216.059112202343 1519.8760843873486 75985.210353971066 3847.4654912948972 -84515.169185697116 195776.12776834238 -12548.898424039937 -20138.027566992452 99822.654802766396 -302301.30522203952 -73562.386375541901 27908.260597826087 98134.644796489214 -37181.355189732145 41191.329971733445 22388.226167072236 24716.549979173094 197676.03537176724 -31111.557143702652 -202458.42954545456 -23270.549250422297 44407.054622714975 92514.015824652786 -105713.92097222223 -57806.435779949941
leaf_weight=2688514 15248 10264 39 24 1583073 458 1295 223 10538 78 23 4871 743 61 38 173 23 81 70 218 61 570 29 33 22 222 459 45 45 623
leaf_count=2688514 15248 10264 39 24 1583073 458 1295 223 10538 78 23 4871 743 61 38 173 23 81 70 218 61 570 29 33 22 222 459 45 45 623
internal_value=0 -117.365 3229.43 -88170.4 -149.108 -3946.09 -19959.4 -2582.19 704.976 -3367.77 -211.122 -6536.71 10714.3 4399.83 -11099.3 -47339.3 -177796 -22778 35405.4 55944.2 -8662.24 2786.77 -12741.2 75902 13506.3 -18882.4 30073.3 -3756.3 -31994.8 -41032.7
internal_weight=0 1.62965e+06 15311 63 1.61434e+06 31266 2454 28812 18548 1373 18325 7726 1616 10599 6110 385 61 324 151 241 5725 1375 805 62 854 289 565 267 106 1081
internal_count=4318164 1629650 15311 63 1614339 31266 2454 28812 18548 1373 18325 7726 1616 10599 6110 385 61 324 151 241 5725 1375 805 62 854 289 565 267 106 1081
is_linear=0
shrinkage=0.1


Tree=1408
num_leaves=31
num_cat=0
split_feature=3 1 5 0 5 0 0 5 5 5 0 4 1 0 0 5 1 1 5 5 2 5 5 5 4 6 5 3 1 1
split_gain=3.46391e+12 1.1606e+13 1.93024e+13 1.88705e+13 1.15805e+13 3.1594e+13 6.4658e+13 3.90431e+13 4.44066e+13 5.05136e+13 3.85213e+13 3.66829e+13 3.65816e+13 4.61467e+13 8.40259e+13 7.13542e+13 6.64096e+13 6.04638e+13 4.44986e+13 7.30213e+13 4.30448e+13 3.09823e+13 3.03722e+13 3.16317e+13 2.84577e+13 3.62967e+13 5.00919e+13 5.47816e+13 4.69367e+13 5.61576e+13
threshold=28.500000000000004 30.468306550000005 69.610000000000014 59.904813200000007 59.025000000000013 55.645049100000001 55.576287050000012 60.905000000000008 77.00500000000001 81.00500000000001 55.56564190000001 1.5000000000000002 37.487839250000007 55.826364100000013 55.795550600000006 79.730000000000018 37.475443250000005 37.475443250000005 81.00500000000001 63.455000000000005 4.5000000000000009 53.995000000000012 80.00500000000001 75.750000000000014 1.5000000000000002 1.5000000000000002 51.015000000000008 36.500000000000007 37.832345550000007 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 21 6 10 -8 -9 -10 11 -6 13 14 17 -16 -15 22 19 -18 -21 24 23 -7 -3 -26 27 -27 29 -28
right_child=1 4 -4 -5 5 12 7 8 9 -11 -12 -13 -14 16 15 -17 18 -19 -20 20 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=8.0816846399831608 -31162.238671875002 -2412.4574063786099 -55550.253155637256 20403.291964069238 -90763.750173611115 9945.0225834618741 -9576.9150514914782 130415.4964397392 -56008.405902777777 115277.06145833334 -72172.612115885422 11155.123120357997 -3262.8578961962221 16484.768505656768 -44524.893876540496 -258363.57656250001 -23129.195040760871 -139758.75190972222 13080.061939538044 287646.90939062502 126393.74047353317 -10755.187718701885 41288.227102546407 -46652.212290860072 3474.5378165809716 23874.699853803701 48839.868243408207 -138964.76207386365 -10400.420646158855 204335.74990017363
leaf_weight=4283289 139 14496 102 145 36 783 55 99 36 33 60 1855 9169 482 71 20 23 27 46 25 49 3562 266 113 2693 339 48 22 36 45
leaf_count=4283289 139 14496 102 145 36 783 55 99 36 33 60 1855 9169 482 71 20 23 27 46 25 49 3562 266 113 2693 339 48 22 36 45
internal_value=0 -992.579 -18236.3 -4834.77 -799.588 1520.66 12542.4 63552.7 87493.9 25910.7 6711.89 9214.84 -643.075 11966.3 1090.54 -91522.4 34239.7 8178.67 94085.2 132500 180871 -2246.73 11616.1 2807.2 -532.425 8029.61 33063.9 13951 86550.4 124080
internal_weight=0 34875 386 284 34489 13248 2174 223 168 69 1951 1891 11074 1905 1280 91 625 1189 143 97 74 21241 1162 896 17679 3183 490 361 129 93
internal_count=4318164 34875 386 284 34489 13248 2174 223 168 69 1951 1891 11074 1905 1280 91 625 1189 143 97 74 21241 1162 896 17679 3183 490 361 129 93
is_linear=0
shrinkage=0.1


Tree=1409
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 1 0 1 3 1 5 1 3 3 3 1 1 1 1 1 3 1 0 4 1 5 3 1 3 1
split_gain=3.32121e+12 1.59735e+13 1.23714e+14 6.62159e+13 8.40151e+13 8.07796e+13 7.30558e+13 6.32088e+13 6.20801e+13 5.81859e+13 5.27374e+13 4.90089e+13 8.45601e+13 6.69592e+13 4.54694e+13 4.37434e+13 7.65235e+13 4.18212e+13 4.68692e+13 1.29498e+14 1.63739e+14 8.31214e+13 1.05335e+14 1.22547e+14 7.89645e+13 9.56188e+13 6.48478e+13 6.11919e+13 5.84775e+13 9.73345e+13
threshold=45.098908000000009 46.672631750000008 20.500000000000004 38.950530550000003 38.891822450000006 37.098288800000006 45.112033650000008 47.981192400000005 14.500000000000002 38.096381250000007 114.05000000000001 38.92948375000001 4.5000000000000009 6.5000000000000009 12.500000000000002 38.950530550000003 38.959914000000005 38.959914000000005 40.247294600000011 39.110397700000007 9.5000000000000018 39.011252750000004 45.112033650000008 3.5000000000000004 39.630124250000001 71.00500000000001 12.500000000000002 44.083877800000003 7.5000000000000009 39.003296000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 17 11 -7 15 12 -8 -14 -9 -4 -17 -5 19 21 -21 22 23 26 25 -22 -19 -20 -24 -30
right_child=1 -3 10 7 6 9 8 14 -10 -11 -12 -13 13 -15 -16 16 -18 18 27 20 24 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=227.98275318745857 23977.91432109915 -6.2382731777347384 74278.814294957832 -22361.865612714533 -8214.4350203358499 -24928.01240845129 14331.029997501282 8629.0067994310684 -25428.011057388987 -1580.3496720873077 164610.58883928572 8018.605771197057 79502.832049663994 31197.852777566546 55108.840628132682 -36387.649441632529 31214.800254718273 21039.602114490175 -16098.969455480399 3711.8576738408938 20113.454369881685 -10050.984848225422 1425.866849402295 125548.25414325843 203140.16149902344 85940.142552997087 1174.4607380833097 3411.3405298944731 -15428.457069837434 26933.212614699107
leaf_weight=556621 900 3695737 163 1245 1238 1518 1459 1038 291 3596 28 1521 472 732 264 205 914 2414 5890 4417 622 15868 6003 89 32 342 5147 2211 6596 591
leaf_count=556621 900 3695737 163 1245 1238 1518 1459 1038 291 3596 28 1521 472 732 264 205 914 2414 5890 4417 622 15868 6003 89 32 342 5147 2211 6596 591
internal_value=0 -33.7362 -1578.05 -2195.99 4600.91 -3648.74 13285.2 -3706.48 19233 -8510.69 28845.3 22339.3 30518.6 50134.7 18053.5 25880.1 18830.1 -4256.96 -3808.14 -2468.41 11970.8 -4597.63 -445.334 8889.98 48597 43466.9 7516.8 -10774 -5859.67 -11945
internal_weight=0 3.76154e+06 65806 64496 11727 6014 5713 52769 4475 5114 1310 4184 2663 1204 1302 1282 1119 51467 50222 42121 5413 36708 20840 7650 996 964 7561 8101 13190 7187
internal_count=4318164 3761543 65806 64496 11727 6014 5713 52769 4475 5114 1310 4184 2663 1204 1302 1282 1119 51467 50222 42121 5413 36708 20840 7650 996 964 7561 8101 13190 7187
is_linear=0
shrinkage=0.1


Tree=1410
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 3 2 3 2 1 1 0 0 2 1 1 3 1 1 1 1 1 0 1 2 1 2 1 0 3
split_gain=3.33285e+12 2.18761e+13 3.55924e+13 8.23741e+13 7.06339e+13 3.68932e+13 3.41146e+13 3.09188e+13 8.53879e+13 3.80448e+13 3.05348e+13 2.37687e+13 2.82164e+13 4.59727e+13 3.25497e+13 4.29828e+13 3.15469e+13 3.09954e+13 2.40316e+13 2.30627e+13 2.275e+13 4.56664e+13 9.55841e+13 4.26564e+13 3.39656e+13 2.66234e+13 2.40493e+13 2.23106e+13 2.17343e+13 7.15156e+13
threshold=89.00500000000001 90.015000000000015 20.507360500000004 4.5000000000000009 54.725565150000001 7.5000000000000009 6.5000000000000009 7.5000000000000009 6.5000000000000009 82.963712850000022 82.911991800000024 54.762542150000009 55.078308950000007 4.5000000000000009 44.005491150000005 47.981192400000005 5.5000000000000009 65.520339550000017 82.907204800000002 39.262370300000008 37.914142000000005 37.487839250000007 55.784980300000008 37.275078000000001 1.5000000000000002 37.597123000000003 3.5000000000000004 49.111504200000006 44.982728700000003 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 8 11 10 28 -4 13 18 20 -16 27 -18 -13 -10 21 23 25 24 -14 -23 -24 -17 29 -9
right_child=1 -3 7 4 5 -7 -8 9 19 -11 -12 12 14 -15 15 16 17 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=20.388540610800323 -113657.15121527779 -81.860737952024991 -2477.0293590916681 -43407.123110465123 252643.02475000001 89369.344858870973 103492.489640625 7588.4237716759108 -55811.03427309783 -19476.299880152994 23038.426300862629 -63560.454157366068 -77043.408506944455 -95949.38059210527 60714.21463623047 -69582.897018045769 14006.384302990846 140677.62825520834 19191.585584015542 -185465.85386029413 -46821.249906111356 39686.5918138587 216277.13190104166 -113249.80949754902 -6652.7253859173552 -98812.821791294657 79860.215583147321 -9617.9155823746351 -2643.9077834211967 157020.38465909092
leaf_weight=4097479 27 202686 2118 43 25 31 25 1086 23 1118 540 56 81 114 108 71 99 24 94 34 324 23 24 51 446 35 28 492 10826 33
leaf_count=4097479 27 202686 2118 43 25 31 25 1086 23 1118 540 56 81 114 108 71 99 24 94 34 324 23 24 51 446 35 28 492 10826 33
internal_value=0 -378.556 -3719.63 44626.4 79091.4 162259 10600.1 -4128.65 -11579.3 -1803.57 -221.025 -9924.71 -17545.1 -48081.8 -13081.3 2075.1 -7156.71 38722.7 -11702.5 -133149 -24972.7 -14683.6 44373.5 -25922.8 -17471.8 -43890.6 142822 -17180.1 -1272.52 11995.3
internal_weight=0 220685 17999 151 124 56 68 17848 4245 13603 12485 4188 2070 264 1806 794 686 123 150 57 1012 688 110 578 527 58 52 563 11945 1119
internal_count=4318164 220685 17999 151 124 56 68 17848 4245 13603 12485 4188 2070 264 1806 794 686 123 150 57 1012 688 110 578 527 58 52 563 11945 1119
is_linear=0
shrinkage=0.1


Tree=1411
num_leaves=31
num_cat=0
split_feature=3 0 1 5 6 3 1 3 1 5 3 0 5 1 0 5 5 3 5 1 2 5 2 0 0 1 5 3 0 5
split_gain=3.32549e+12 3.04171e+13 5.61105e+13 4.34383e+13 4.32754e+13 6.9486e+13 6.49642e+13 1.05432e+14 5.56887e+13 5.21131e+13 5.34781e+13 5.23822e+13 4.91268e+13 4.59878e+13 5.1474e+13 4.52025e+13 4.45363e+13 5.83753e+13 3.88683e+13 3.78807e+13 3.46118e+13 3.36955e+13 3.15648e+13 2.97538e+13 1.00982e+14 1.57715e+14 2.65193e+14 2.07148e+14 1.39429e+14 1.12841e+14
threshold=19.500000000000004 60.042666650000008 30.259484550000003 50.005000000000003 1.5000000000000002 20.500000000000004 30.332994000000003 21.500000000000004 30.362552800000003 63.455000000000005 22.500000000000004 60.063729500000008 78.710000000000022 30.315880100000005 60.052595500000002 59.810000000000009 35.710000000000008 25.500000000000004 81.00500000000001 30.388336800000001 8.5000000000000018 80.00500000000001 9.5000000000000018 59.882016200000002 59.834458500000004 30.226173900000003 56.505000000000003 22.500000000000004 59.846652800000008 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 3 -3 5 19 7 15 13 -9 -11 20 -8 14 -7 -6 -10 -18 -13 -4 -12 -19 -17 24 -2 -26 -27 28 -28 -29
right_child=1 2 4 -5 6 8 12 9 16 10 11 18 -14 -15 -16 22 17 21 -20 -21 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=32.029727129817715 -417.55815027337195 4813.4109259618481 -83845.165520685376 -45997.766026417616 54310.645750633441 -92245.389841835175 -2614.2571407166079 -1626.8588717302455 765.10553646035396 -111200.14918478263 17073.603955853174 35411.015152122862 -30270.663322167093 -15633.484251190344 8984.8570293556004 78724.396142578131 27270.094268189674 24834.133925475388 -60153.625515693537 -12978.607422790528 104735.21097705697 -9181.1146578728185 239859.84133064514 -2446.5542014167036 -3243.4988626963327 3939.7070170525876 164590.94892795675 38999.44979873312 47947.424493173457 -11481.091844898267
leaf_weight=3810546 408312 292 110 397 74 51 5570 1242 1460 23 63 168 726 1158 3329 20 3572 443 57 240 158 850 31 61865 7768 6340 202 2343 208 546
leaf_count=3810546 408312 292 110 397 74 51 5570 1242 1460 23 63 168 726 1158 3329 20 3572 443 57 240 158 850 31 61865 7768 6340 202 2343 208 546
internal_value=0 -240.438 3578.4 -24463.9 4577.16 8605.02 -976.74 15574.7 10018 9097.56 37497.8 45166.1 -5803.35 1565.12 7457.42 104233 16082.8 20679.6 11201.3 -35251 79745.7 2472.99 176669 -397.348 -99.5593 7359.67 15904.7 38898.9 105416 29459
internal_weight=0 507618 20034 689 19345 11213 8132 1836 10863 1711 469 446 6296 4538 3380 125 6325 4865 225 350 221 1293 51 487584 425719 17407 9639 3299 410 2889
internal_count=4318164 507618 20034 689 19345 11213 8132 1836 10863 1711 469 446 6296 4538 3380 125 6325 4865 225 350 221 1293 51 487584 425719 17407 9639 3299 410 2889
is_linear=0
shrinkage=0.1


Tree=1412
num_leaves=31
num_cat=0
split_feature=1 0 1 3 5 0 0 5 3 0 1 3 3 5 5 1 6 3 3 1 2 5 1 1 4 4 3 5 3 6
split_gain=3.42335e+12 3.58466e+13 9.23212e+13 7.49716e+13 8.42858e+13 4.77027e+13 8.26053e+13 1.10879e+14 9.16851e+13 6.90988e+13 2.0502e+14 2.88788e+14 1.62749e+14 1.48124e+14 1.23224e+14 1.29449e+14 8.99475e+13 1.21134e+14 1.20775e+14 1.17987e+14 1.17401e+14 9.47678e+13 1.08011e+14 3.73648e+14 1.89171e+14 9.14914e+13 8.88023e+13 9.95667e+13 1.20334e+14 1.74004e+14
threshold=30.425002000000003 60.063729500000008 30.362552800000003 4.5000000000000009 84.030000000000015 59.916647550000008 59.882016200000002 48.510000000000012 20.500000000000004 59.932719750000011 30.388336800000001 8.5000000000000018 11.500000000000002 114.05000000000001 86.02500000000002 30.259484550000003 1.5000000000000002 7.5000000000000009 5.5000000000000009 30.370618100000005 5.5000000000000009 43.605000000000011 30.362552800000003 30.346469350000003 1.5000000000000002 2.5000000000000004 14.500000000000002 50.005000000000003 11.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 8 -8 10 12 -12 14 -14 16 -16 19 18 -18 25 -21 -19 23 -23 -24 -7 27 -13 -29 -30
right_child=-2 2 3 4 -6 9 7 -9 -10 -11 11 26 13 -15 15 -17 17 21 -20 20 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=-442.38805432790645 25.804001944042245 -2937.650091239514 19630.258549781545 -41967.784651262045 -244850.64791666667 -9099.6088177083348 5858.7109116524734 -13263.575905507269 -23137.890502013208 509.04919939807371 -19579.3155642532 20024.716104603904 -44433.472840735223 197682.71610576924 134541.14822398042 -15316.099832761236 20546.616328652821 95898.355979536718 -20893.442533298294 -131954.15972738198 23905.482234589042 41968.599790662403 -16189.172864656075 -210504.84438344595 116676.46464843751 96520.12618421053 103054.69096549826 105076.74580971629 -165436.95724431821 112723.93456182066
leaf_weight=128513 3983587 13360 211 822 21 600 7298 12388 1282 158989 635 613 898 26 59 2505 3180 307 903 143 73 282 179 74 267 95 376 388 44 46
leaf_count=128513 3983587 13360 211 822 21 600 7298 12388 1282 158989 635 613 898 26 59 2505 3180 307 903 143 73 282 179 74 267 95 376 388 44 46
internal_value=0 -307.231 -5185.54 -33678.7 -47021.8 -87.6056 -1391.93 -7211.71 1526.12 1054.71 8473.99 36758.7 2275.02 -37620.7 6528.35 -11867.7 14256.9 19342.2 11381.7 -14725.2 -79279.4 48650.4 30564.3 -10511.8 63351.5 5337.62 61144.9 46701.2 80911.8 -23265.8
internal_weight=0 334577 14414 1054 843 320163 149481 20968 8580 170682 11693 2102 9591 924 8667 2564 6103 5192 4083 911 216 1109 802 356 446 695 1467 1091 478 90
internal_count=4318164 334577 14414 1054 843 320163 149481 20968 8580 170682 11693 2102 9591 924 8667 2564 6103 5192 4083 911 216 1109 802 356 446 695 1467 1091 478 90
is_linear=0
shrinkage=0.1


Tree=1413
num_leaves=31
num_cat=0
split_feature=0 1 5 1 0 5 3 0 1 1 5 5 4 1 5 4 5 3 1 1 1 1 2 5 0 1 5 5 3 4
split_gain=3.24253e+12 2.02178e+13 2.49093e+13 2.39772e+13 4.68866e+13 2.0567e+13 2.75412e+13 1.80096e+13 6.02826e+13 4.87442e+13 3.1752e+13 3.26518e+13 3.6481e+13 7.09388e+13 2.0231e+13 2.28132e+13 2.06823e+13 1.97976e+13 2.5828e+13 4.07718e+13 5.55912e+13 1.08992e+14 2.22522e+13 2.44813e+13 2.16828e+13 1.90177e+13 3.64484e+13 2.49769e+13 2.41093e+13 2.33736e+13
threshold=60.693675950000006 33.101335500000005 81.00500000000001 30.102666750000001 63.563300600000012 46.810000000000009 4.5000000000000009 61.674413550000004 50.388877400000005 114.17164950000002 74.610000000000014 72.705000000000013 2.5000000000000004 65.659480050000013 125.85000000000001 2.5000000000000004 177.02500000000003 13.500000000000002 54.845880150000006 57.550671000000001 59.76223980000001 61.880021000000006 1.5000000000000002 40.205000000000005 61.785186750000001 114.17164950000002 54.990000000000002 86.02500000000002 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 -3 10 11 -10 13 -13 15 -12 -16 18 22 -20 -21 -22 -9 -24 -19 26 -23 28 -28 -30
right_child=1 7 -4 4 5 6 -8 17 9 -11 14 12 -14 -15 16 -17 -18 24 19 20 21 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=-10.250202285453042 4454.1119652740608 -33330.990550533345 -39171.163991273657 -24315.049364943734 -12699.102624640214 -29076.178423713238 34454.41587125745 -3396.410200759683 6194.0852923760176 -22998.126274759306 -4854.1173193607237 -158466.51820618875 2518.05110405816 33348.684003276212 -30614.299608561199 32430.016237114942 69367.851843750002 -12469.603272874996 -18657.751715923219 23825.548643769765 -49498.960952892579 2292.5690462639282 -939.77884992459576 6048.979543686215 5534.9928308889876 4367.2233825198173 24848.497192229264 -60818.546415237826 -38366.712758091518 -9873.2868514848451
leaf_weight=4258578 1653 405 218 1176 285 85 346 5210 9739 556 197 51 108 31 120 983 25 2307 1465 840 479 2965 7334 15833 942 4220 159 113 364 1377
leaf_count=4258578 1653 405 218 1176 285 85 346 5210 9739 556 197 51 108 31 120 983 25 2307 1465 840 479 2965 7334 15833 942 4220 159 113 364 1377
internal_value=0 732.576 -6362.12 -4344.53 -12031.7 8143.17 21925.2 1210.83 4604.59 5905.51 7333.49 5393.11 -35663.3 -85951 21873.9 26205.5 -13376 260.201 864.746 -3028.34 -851.191 -2993.22 2508.58 3836.54 -7249.43 -571.367 -4757.96 -15142.9 -12426.4 -15830.6
internal_weight=0 59586 3763 3545 1892 716 431 55823 12215 11810 11254 9929 190 82 1325 1180 145 43608 40359 11982 10517 9677 28377 23167 3249 9198 4978 2013 1900 1741
internal_count=4318164 59586 3763 3545 1892 716 431 55823 12215 11810 11254 9929 190 82 1325 1180 145 43608 40359 11982 10517 9677 28377 23167 3249 9198 4978 2013 1900 1741
is_linear=0
shrinkage=0.1


Tree=1414
num_leaves=31
num_cat=0
split_feature=3 3 2 1 5 5 0 0 0 4 1 5 1 5 4 0 1 2 1 1 5 3 4 4 0 5 2 5 1 1
split_gain=3.06166e+12 9.19667e+12 3.61802e+13 3.06475e+13 4.46688e+13 5.86094e+13 8.57467e+13 9.85167e+13 5.76465e+13 5.55188e+13 5.06213e+13 8.64019e+13 7.978e+13 6.55391e+13 4.83594e+13 4.3882e+13 5.62279e+13 7.13975e+13 1.16454e+14 1.08456e+14 4.53404e+13 4.36448e+13 4.3178e+13 4.07977e+13 4.79576e+13 4.61499e+13 3.97953e+13 3.87028e+13 1.117e+14 4.89597e+13
threshold=2.5000000000000004 4.5000000000000009 3.5000000000000004 42.09605220000001 47.005000000000003 123.15000000000002 55.455204450000004 45.029420750000007 45.254062050000009 5.5000000000000009 39.718803500000007 128.92000000000004 39.704585000000002 150.04500000000004 3.5000000000000004 44.678200800000006 37.737121850000008 1.5000000000000002 39.666208800000007 39.694727950000008 51.815000000000005 3.5000000000000004 5.5000000000000009 1.5000000000000002 44.039893800000009 18.050000000000004 2.5000000000000004 107.05000000000001 39.826386800000009 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 23 9 7 10 -9 15 12 -12 13 -7 -15 16 -6 18 -18 -20 -19 -10 -5 24 26 -25 -2 29 -29 -22
right_child=1 -3 -4 22 5 6 -8 8 21 -11 11 -13 -14 14 -16 -17 17 20 19 -21 27 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=513.53370703933626 -13852.659639048476 24.100045039372915 -3614.302677700709 -1342.2693635443857 80507.209252929693 -45526.860442947247 6432.841007827089 -114810.98423742138 -8405.2037234099025 -151605.99408967391 -235265.48675781253 -15665.077791151891 182836.77937500001 137689.20919961735 1080.6881827059658 2872.2707393717519 -4621.0994734058504 -19003.664040710089 260961.18028846156 52469.722112187759 22594.665205307625 -77761.260869849866 -85500.033017418042 39221.163981339028 1715.0789091834745 -5693.6616056330568 4719.2801489213616 -87859.742797423256 116377.09511160714 -5251.3308114811498
leaf_weight=113057 3799 3945856 34335 103590 120 109 1013 159 184 23 20 172 30 49 55 47374 469 678 26 618 1734 179 61 232 45012 16411 1657 114 35 993
leaf_count=113057 3799 3945856 34335 103590 120 109 1013 159 184 23 20 172 30 49 55 47374 469 678 26 618 1734 179 61 232 45012 16411 1657 114 35 993
internal_value=0 -13.8067 -590.755 -129.19 950.022 3086.59 -13845.2 -35309.9 -64599.2 3725.78 -162.801 -38540.1 30160 8656.25 65444.3 3794.27 12918.8 11180.9 33283 60887.1 4259.22 -42605.6 -1391.8 -774.041 641.847 -5067.56 -8212.32 9743.31 -39884.6 12454.9
internal_weight=0 4.20511e+06 259251 224916 121265 54154 1970 957 522 52184 435 192 243 213 104 52161 4787 4667 1113 644 3554 363 103651 67111 50468 16643 5456 2876 149 2727
internal_count=4318164 4205107 259251 224916 121265 54154 1970 957 522 52184 435 192 243 213 104 52161 4787 4667 1113 644 3554 363 103651 67111 50468 16643 5456 2876 149 2727
is_linear=0
shrinkage=0.1


Tree=1415
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 2 5 5 1 5 5 3 3 6 1 5 3 5 5 3 3 3 3 3 1 0 3 3 0
split_gain=3.15028e+12 6.95619e+13 5.92146e+13 1.2848e+14 1.21067e+14 6.8978e+13 6.2679e+13 9.7249e+13 5.57441e+13 1.02958e+14 6.36351e+13 5.48114e+13 5.33367e+13 5.57767e+13 6.63937e+13 5.28602e+13 6.37383e+13 5.23059e+13 8.65899e+13 6.20143e+13 5.1254e+13 1.04304e+14 4.95876e+13 4.91185e+13 4.69592e+13 4.88006e+13 1.35493e+14 1.06769e+14 5.51628e+13 6.53483e+13
threshold=49.111504200000006 50.227799100000006 53.310923100000004 55.299834250000011 53.204054050000003 1.5000000000000002 1.5000000000000002 150.04500000000004 95.020000000000024 50.158868250000005 161.85000000000002 58.995000000000012 15.500000000000002 9.5000000000000018 1.5000000000000002 52.307266200000008 87.00500000000001 3.5000000000000004 89.00500000000001 104.75000000000001 4.5000000000000009 6.5000000000000009 25.500000000000004 7.5000000000000009 19.500000000000004 50.888703650000004 55.701368300000006 5.5000000000000009 10.500000000000002 55.628356700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 8 22 7 -5 -2 10 20 -7 13 -4 -15 16 24 18 -13 -19 -10 -22 -6 -12 25 -3 28 -28 29 -27
right_child=1 15 3 6 5 11 -8 -9 9 -11 23 17 -14 14 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-75.255903404425936 -365.47002707491549 45.642800974963372 -11602.976435485443 9040.2662386670527 -6136.8158288159293 11168.082562645859 1326.3505428352082 202678.17752403847 -46956.159036353332 -79016.2201280382 54089.400202047422 40370.534090271001 -30536.735823651616 29484.11072243427 -5851.3766472885591 22.286854312999594 -21243.664564435541 28679.253915664449 242069.16944369616 -7844.9302976465951 150859.84658652122 35041.261339064637 36687.386887046938 -107259.40975115742 -35018.58552229523 -5798.2365263149013 -12646.93587371789 -47892.28110277775 -28912.803262158508 10180.031668438052
leaf_weight=2430983 18671 31049 6866 10551 2383 6994 80205 26 62 90 29 80 1079 807 1559 1703034 1902 3503 29 536 87 732 305 54 442 5804 3983 1096 644 4579
leaf_count=2430983 18671 31049 6866 10551 2383 6994 80205 26 62 90 29 80 1079 807 1559 1703034 1902 3503 29 536 87 732 305 54 442 5804 3983 1096 644 4579
internal_value=0 96.9413 2287.28 1079.1 5927.24 13100.8 2280.56 9516.26 897.6 23272.2 32821.9 16569.5 -9498.96 -7040.15 6200.92 -71.3438 -3292.75 25677 94033.5 23832.3 40708 47344.3 -1277.67 -50884.5 -2575.42 -2271.32 -6737.93 -20252.5 -513.145 1248.33
internal_weight=0 1.88718e+06 134648 101093 33555 13830 90782 10577 19725 1054 964 11142 10311 9232 2366 1.75253e+06 49499 4148 109 4039 881 819 2688 83 47597 47155 16106 5079 11027 10383
internal_count=4318164 1887181 134648 101093 33555 13830 90782 10577 19725 1054 964 11142 10311 9232 2366 1752533 49499 4148 109 4039 881 819 2688 83 47597 47155 16106 5079 11027 10383
is_linear=0
shrinkage=0.1


Tree=1416
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 1 1 4 1 3 0 0 0 3 1 0 0 3 4 4 0 1 1 0 1 2 1 1 2 5
split_gain=3.09481e+12 4.55182e+13 8.33977e+13 7.55373e+13 7.77712e+13 6.37407e+13 5.99724e+13 9.41131e+13 9.0769e+13 8.04853e+13 6.50947e+13 6.35911e+13 6.28089e+13 5.37879e+13 9.6988e+13 9.64908e+13 1.43155e+14 1.91489e+14 1.46737e+14 1.21833e+14 1.46929e+14 2.83838e+14 1.26293e+15 1.4386e+14 9.79647e+13 9.75872e+13 9.40443e+13 6.74695e+13 5.8951e+13 5.20838e+13
threshold=68.00500000000001 71.00500000000001 37.66934650000001 55.535913550000011 55.591389050000011 37.098288800000006 37.752451500000006 2.5000000000000004 37.737121850000008 19.500000000000004 55.645049100000001 55.91302515000001 55.701368300000006 19.500000000000004 37.542000650000013 55.762622900000004 55.745923000000012 16.500000000000004 3.5000000000000004 2.5000000000000004 55.708120100000009 37.597123000000003 37.475443250000005 55.68356880000001 37.582182450000005 7.5000000000000009 37.503486000000002 37.436176200000013 3.5000000000000004 69.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 -4 -10 -12 -9 15 -15 16 18 24 19 20 23 22 -22 26 -18 -26 -6 -21 -16 -25
right_child=1 -3 6 4 13 -7 -8 12 10 -11 11 -13 -14 14 28 -17 17 -19 -20 27 21 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=39.134305484501283 -6500.4131797010496 121.67058857201349 2146.7605797039687 -46959.880299084602 -14058.258805646527 36691.671777599069 -3330.018082501439 -31794.892513578234 2279.9567241622744 -51017.998013156801 -116807.98154448281 12017.925364583334 24528.031233604866 7973.1396755509459 135061.85395903717 4976.3235105753529 110339.10509510869 -180895.26692929026 -217536.81358309661 -4438.2837642264667 -28379.337377025462 122595.3710763889 -736154.89301915327 6071.1461812033585 3898.7814400337843 -193251.69072779606 -118151.71459554037 52279.780116738511 39610.125499469053 118916.50693452382
leaf_weight=3557887 6739 658145 676 99 905 1140 72960 292 83 492 258 45 615 3776 74 11835 46 118 33 405 135 45 31 67 74 38 96 435 515 105
leaf_count=3557887 6739 658145 676 99 905 1140 72960 292 83 492 258 45 615 3776 74 11835 46 118 33 405 135 45 31 67 74 38 96 435 515 105
internal_value=0 -183.138 -2147.34 2654.38 5743.42 30007.6 -3847.91 -19201.7 -34141.6 -20248 -76182.4 -97675.4 6395.4 4138.58 13860.3 1185.11 -16528.7 -84511.2 -8215.34 -5109.4 -23343.6 -100167 -160554 -9524.54 -12528.2 -62991.6 -24041.2 24933.6 51602.4 74959.3
internal_weight=0 760277 102132 26711 19972 1239 75421 2461 1554 1168 386 303 907 18733 4365 14368 2533 276 2257 2224 1384 211 166 1173 158 112 1001 840 589 172
internal_count=4318164 760277 102132 26711 19972 1239 75421 2461 1554 1168 386 303 907 18733 4365 14368 2533 276 2257 2224 1384 211 166 1173 158 112 1001 840 589 172
is_linear=0
shrinkage=0.1


Tree=1417
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 1 6 3 5 0 3 2 4 5 0 5 1 5 1 0 1 3 1 5 5 1 0 5 3 3
split_gain=3.25851e+12 3.87784e+13 8.47527e+13 7.62834e+13 7.31582e+13 7.718e+13 7.09171e+13 6.04322e+13 5.76299e+13 5.62964e+13 7.64167e+13 5.55168e+13 6.18625e+13 5.3867e+13 4.42864e+13 6.93673e+13 8.27103e+13 5.3328e+13 9.64695e+13 7.98839e+13 1.29514e+14 8.36053e+13 9.84906e+13 2.07092e+14 8.02614e+13 7.54916e+13 5.96773e+13 5.59815e+13 4.62106e+13 4.38371e+13
threshold=55.416472000000006 55.299834250000011 55.212972300000011 16.500000000000004 38.058342000000003 37.792847950000002 1.5000000000000002 10.500000000000002 76.730000000000018 55.388132500000005 18.500000000000004 11.500000000000002 1.5000000000000002 77.715000000000018 55.120365700000008 36.305000000000007 82.902675200000019 59.245000000000012 59.76223980000001 55.173809400000003 61.396377350000009 10.500000000000002 61.284352600000013 88.015000000000015 110.05000000000001 39.262370300000008 55.193434200000006 102.01000000000001 2.5000000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 7 5 9 -7 -4 -5 11 -11 -3 -13 -8 -1 -16 17 -17 25 20 29 -21 23 -23 -25 26 -19 -27 -18 -20
right_child=-2 4 3 8 -6 6 13 -9 -10 10 -12 12 -14 -15 15 16 28 18 19 21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-20.882992509450329 -92.879814223864969 11062.223299653486 -6866.6390145629839 27635.020742494464 380.92534810878516 -43950.549518694199 38887.191329129535 -39888.7724742504 187939.49676106771 3605.7039101642836 -35443.408870391017 9471.0730494775144 88037.66045161229 136423.74973104507 -2708.7581762436712 6479.0943487950044 11827.997973028505 -13695.030858702088 27464.075374709962 1660.1075485340091 365.71664744462907 -19323.06673034425 -25848.827418846296 149227.1800951761 26751.850726646506 -42829.605649081146 54515.069994941558 -181100.38336693551 -16638.012543404828 7260.6907167744685
leaf_weight=2138938 2014820 6280 16057 342 32985 98 789 574 24 5539 551 197 204 61 22929 44233 707 1661 3404 11658 7661 502 2515 126 93 528 139 31 2949 1569
leaf_count=2138938 2014820 6280 16057 342 32985 98 789 574 24 5539 551 197 204 61 22929 44233 707 1661 3404 11658 7661 502 2515 126 93 528 139 31 2949 1569
internal_value=0 81.2454 22.217 -7012.53 2933.38 9070.31 36599.9 -8006.36 38146.8 7026.77 72.6889 13365.7 49440.1 45886.9 75.6048 2124.97 3549.99 4274.25 1011.06 2674.21 8523.15 -2287.22 -16507.9 16075.4 97217.1 -18396.8 -8427.7 -50497.6 -11133.2 21089.8
internal_weight=0 2.30334e+06 2.25664e+06 16997 46704 13719 948 16631 366 12771 6090 6681 401 850 2.23964e+06 100705 77776 74120 29887 27528 12634 14894 3236 721 219 2359 1800 559 3656 4973
internal_count=4318164 2303344 2256640 16997 46704 13719 948 16631 366 12771 6090 6681 401 850 2239643 100705 77776 74120 29887 27528 12634 14894 3236 721 219 2359 1800 559 3656 4973
is_linear=0
shrinkage=0.1


Tree=1418
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 3 4 2 3 3 1 5 5 0 3 1 5 4 5 1 2 5 5 1 2 3 5 2 5 5
split_gain=3.12505e+12 2.54072e+13 3.09829e+13 5.2008e+13 5.56483e+13 3.23481e+13 2.51611e+13 3.20926e+13 2.89926e+13 9.23252e+13 4.12951e+13 4.12679e+13 4.65649e+13 4.2948e+13 2.79619e+13 4.38075e+13 2.62401e+13 2.62161e+13 2.89432e+13 2.73032e+13 4.48491e+13 4.41578e+13 3.02472e+13 4.49139e+13 4.28046e+13 3.34763e+13 2.95103e+13 4.23503e+13 2.92067e+13 2.72641e+13
threshold=47.249522000000006 47.222459950000008 55.990000000000002 22.500000000000004 38.92948375000001 10.500000000000002 2.5000000000000004 16.500000000000004 11.500000000000002 9.5000000000000018 39.694727950000008 87.00500000000001 84.030000000000015 47.228519500000004 21.500000000000004 39.739656000000004 98.020000000000024 4.5000000000000009 177.02500000000003 39.718803500000007 2.5000000000000004 120.05000000000001 101.05000000000001 39.767857750000005 4.5000000000000009 9.5000000000000018 128.92000000000004 10.500000000000002 112.04500000000002 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 16 9 -6 -11 12 -10 -14 -9 -16 -8 19 -19 20 -18 22 23 25 28 -21 27 -22 -24 -29
right_child=-2 2 3 -5 6 -7 7 14 11 10 -12 -13 13 -15 15 -17 17 18 -20 21 26 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=26.990843658215042 -38.219574705576306 483.21365452851808 -16281.377141372546 -8539.1354384456281 5098.1391980301996 -112796.92048141891 4448.9575988393217 -53784.125228752375 9528.4902775552819 11539.640506009968 62584.102834708407 -47771.892570249503 188983.20704520089 6682.3895263671875 109508.8712890625 -35374.149153645834 -56826.50997596154 -54228.765752282314 62342.693303571432 8494.0173828125007 16087.811133334169 75368.458794696518 98657.168915264425 -8902.3427376883374 -19949.438485783263 149282.93691063597 -24927.460260416668 143190.80589923469 -5470.7880944293483 24514.193041992188
leaf_weight=674462 3592952 32344 565 2273 1101 37 8150 165 3573 214 611 124 28 24 32 60 91 89 28 24 351 208 65 56 233 57 120 49 46 32
leaf_count=674462 3592952 32344 565 2273 1101 37 8150 165 3573 214 611 124 28 24 32 60 91 89 28 24 351 208 65 56 233 57 120 49 46 32
internal_value=0 189.353 2347.13 5622.5 7617.75 -22213.4 8774.04 5719.84 14078.4 24050.6 49343.5 8955.32 10895.8 104844 -29153.9 15019.9 6653.54 19053.3 -26331.3 23039.8 8219.47 36870.7 20223.1 59959.5 4397.79 107568 18942.6 31128.8 55505 96306.2
internal_weight=0 725212 50750 18406 16133 602 15531 9856 5675 1926 825 3749 3625 52 257 92 9599 1449 117 1332 643 689 481 137 344 81 552 432 111 81
internal_count=4318164 725212 50750 18406 16133 602 15531 9856 5675 1926 825 3749 3625 52 257 92 9599 1449 117 1332 643 689 481 137 344 81 552 432 111 81
is_linear=0
shrinkage=0.1


Tree=1419
num_leaves=31
num_cat=0
split_feature=3 6 3 5 2 0 0 1 1 0 0 5 5 1 5 5 1 0 5 1 2 2 1 1 0 1 0 0 5 0
split_gain=3.15352e+12 7.18867e+13 9.65019e+13 1.08412e+14 1.55452e+14 1.0966e+14 9.52644e+13 9.77414e+13 2.65792e+14 2.74294e+14 2.07528e+14 1.41168e+14 8.5683e+13 8.48578e+13 1.12344e+14 1.02147e+14 9.93718e+13 1.01663e+14 8.00425e+13 7.42767e+13 7.35969e+13 6.47809e+13 6.37125e+13 7.13005e+13 1.62756e+14 6.18196e+13 1.13968e+14 1.45952e+14 1.23974e+14 9.1723e+13
threshold=8.5000000000000018 1.5000000000000002 7.5000000000000009 68.52500000000002 7.5000000000000009 43.642715500000008 44.580511600000001 37.620907050000007 37.582182450000005 55.708120100000009 55.777112100000004 45.305000000000007 54.035000000000004 37.342273500000012 59.025000000000013 58.755000000000003 37.275078000000001 55.975961550000008 71.715000000000018 39.726951800000002 5.5000000000000009 5.5000000000000009 82.911991800000024 83.761389800000003 53.340367100000002 37.767735350000002 55.727011600000004 55.664473600000008 54.410000000000004 56.911498950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 5 18 19 -7 8 13 -10 11 -11 -13 16 15 -15 -8 -18 -5 -4 -3 -16 -20 24 -24 26 27 -9 -29 -27
right_child=-2 2 3 4 -6 6 7 25 9 10 -12 12 -14 14 21 -17 17 -19 22 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-2382.9917932772628 -57.830080301548676 296.61800703222877 -54574.409552434394 49692.657397511866 -19366.015744454522 32045.672303506715 4869.6891297822831 -8118.5961826305493 -36278.668001539692 104704.92673478786 8120.632112962373 337621.644983879 169922.48784427968 14639.536480051342 39168.799647444714 -157599.03512276788 -19688.725983099823 -127611.51815257352 14347.802332382031 -8949.8020077597776 -5519.7834404579644 117102.66168478262 284482.42776442313 21010.783234709452 50489.502371875002 6228.8889700181135 3313.4973944199828 -52630.989011966092 -176774.2998141381 -12016.732389185059
leaf_weight=105306 2961821 1194888 494 839 1120 1162 4853 402 137 123 98 63 59 2122 316 35 605 102 6154 1285 22158 161 39 246 125 7988 904 229 124 4206
leaf_count=105306 2961821 1194888 494 839 1120 1162 4853 402 137 123 98 63 59 2122 316 35 605 102 6154 1285 22158 161 39 246 125 7988 904 229 124 4206
internal_value=0 126.282 337.501 5592.88 15355.3 2325.84 4124.06 2683.79 11008.1 83333.2 131108 180303 256521 6771.36 21556.6 11844.8 -232.995 -35258.9 20608.3 -21619 190.722 65473.5 16890.8 55060.1 106134 -2528.46 -20639.4 -49319.5 -96239.4 -64.4589
internal_weight=0 1.35634e+06 1.25104e+06 33991 8523 25468 23689 22527 8674 480 343 245 122 8194 2634 2157 5560 707 7403 1779 1.21705e+06 477 6564 410 164 13853 1659 755 353 12194
internal_count=4318164 1356343 1251037 33991 8523 25468 23689 22527 8674 480 343 245 122 8194 2634 2157 5560 707 7403 1779 1217046 477 6564 410 164 13853 1659 755 353 12194
is_linear=0
shrinkage=0.1


Tree=1420
num_leaves=31
num_cat=0
split_feature=5 5 2 5 1 1 3 3 6 1 1 1 3 1 1 6 5 0 0 3 0 0 0 5 1 3 1 0 5 1
split_gain=3.32787e+12 2.14854e+13 2.96866e+13 3.0272e+13 2.37888e+13 7.03872e+13 6.19146e+13 3.27255e+13 2.32343e+13 1.88895e+13 1.85534e+13 1.16627e+14 1.08254e+14 9.85645e+13 8.27327e+13 7.46483e+13 7.44969e+13 7.17522e+13 7.35016e+13 6.87318e+13 6.78725e+13 1.10413e+14 7.12848e+13 5.9723e+13 5.85063e+13 1.01438e+14 1.54437e+14 7.90597e+13 1.08223e+14 6.9089e+13
threshold=41.505000000000003 40.405000000000008 9.5000000000000018 41.365000000000002 78.608766650000021 82.902675200000019 21.500000000000004 17.500000000000004 1.5000000000000002 30.332994000000003 57.550671000000001 60.08989780000001 10.500000000000002 55.912026600000011 53.664171200000006 1.5000000000000002 116.06000000000002 53.516665650000007 58.242297500000006 5.5000000000000009 57.814144100000007 54.194619400000008 56.876792350000009 70.00500000000001 49.964253350000007 11.500000000000002 50.227799100000006 56.838612000000005 132.05000000000004 50.158868250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 7 -6 -9 -4 13 12 20 14 24 -13 -16 19 -19 -15 21 -12 23 -23 -2 29 -27 28 -28 -26
right_child=10 2 4 -5 5 -7 -8 8 -10 -11 11 15 -14 17 16 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=4.2534137281048325 -75.769720047985913 1703.7029813883291 -9671.2996978836782 7917.6026045193139 -3012.7873566158237 -2152.6458960859986 40340.924634989758 -6230.9924761918337 -51145.320715669717 1662.102189826694 -517.10284424052338 975.02964283247684 -41577.03386694147 -196.80377931363478 -5769.2843063605305 -879.99758535519049 -69517.876676520274 6102.2093258742943 -11520.430889840296 -31256.460313519801 1456.522349618409 -24086.635084923084 -8910.9863810906299 -64001.2230148495 13703.408345868969 5031.2077269502979 -17108.745302696741 -2255.1047973675577 -180058.42137004575 3197.729833165989
leaf_weight=1378080 1642796 85935 1585 8627 252 11497 122 137 723 20379 6040 328278 903 2267 20122 639555 185 48570 2488 1039 7415 3178 3609 425 6850 11706 6909 5798 41 72653
leaf_count=1378080 1642796 85935 1585 8627 252 11497 122 137 723 20379 6040 328278 903 2267 20122 639555 185 48570 2488 1039 7415 3178 3609 425 6850 11706 6909 5798 41 72653
internal_value=0 119.88 1352.63 2270.6 -1149.31 -4588.67 -27284.7 -34704.1 -43990.4 844.244 -64.2868 -412.876 -7685.44 125.068 -3.96026 -250.793 -6350.04 4319.03 5243.48 -9958.14 -6204.62 -10491.3 -18844.6 -28794.9 69.8166 2370.47 -3261.9 -10877.1 -18070 4102.9
internal_weight=0 1.50734e+06 129257 94562 34695 12731 1234 1112 860 21964 2.81083e+06 989403 21570 1.82142e+06 1.76706e+06 967833 20307 54364 51058 3306 20667 13252 7212 3603 1.74675e+06 103957 24454 12748 6950 79503
internal_count=4318164 1507337 129257 94562 34695 12731 1234 1112 860 21964 2810827 989403 21570 1821424 1767060 967833 20307 54364 51058 3306 20667 13252 7212 3603 1746753 103957 24454 12748 6950 79503
is_linear=0
shrinkage=0.1


Tree=1421
num_leaves=31
num_cat=0
split_feature=1 5 3 4 0 5 5 3 0 5 4 1 3 5 5 2 5 1 0 3 0 1 2 0 3 5 5 0 0 1
split_gain=3.49814e+12 1.08374e+13 1.74183e+13 1.50994e+13 1.28338e+13 1.27933e+13 1.6236e+13 1.40541e+13 1.767e+13 1.58655e+13 2.46733e+13 2.91117e+13 1.55621e+13 3.08722e+13 4.75278e+13 4.12399e+13 3.37142e+13 2.92563e+13 3.38609e+13 2.81972e+13 5.27789e+13 5.23268e+13 3.72405e+13 2.22942e+13 3.97762e+13 2.11516e+13 3.21255e+13 1.772e+13 1.72579e+13 4.7743e+13
threshold=91.398302750000013 38.455000000000005 8.5000000000000018 2.5000000000000004 55.975961550000008 41.505000000000003 45.005000000000003 24.500000000000004 55.993277250000013 57.995000000000012 1.5000000000000002 92.896330950000007 15.500000000000002 101.05000000000001 91.050000000000011 11.500000000000002 92.035000000000011 92.896330950000007 55.993277250000013 16.500000000000004 55.993277250000013 92.815157350000007 4.5000000000000009 48.713222300000005 19.500000000000004 132.05000000000004 128.92000000000004 56.028355650000009 56.009576300000013 92.815157350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 12 -9 10 11 -10 -8 14 19 25 -16 27 -19 20 21 -14 -23 24 -21 26 -15 -18 -25 -30
right_child=1 5 3 4 -6 6 7 8 9 -11 -12 -13 13 15 16 -17 17 18 -20 23 -22 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-16.596738058337728 851.5829731670633 4524.9777021228083 -4055.5684180946682 3802.0829040527346 97417.255598958349 -2098.6520214141533 859.89747699725831 17355.913911946616 -60969.530293330448 -20665.055140348923 19482.086356833395 14924.6038646176 75666.433782196051 -36283.452876420452 107473.17838341347 12979.788198765345 26071.573423549111 14129.466537798715 107685.76030548525 174248.89281250001 2107.0224052977815 -14998.388646382406 28346.012470813643 -5546.2795183477674 16174.115569911861 49383.538176081733 -161087.22933238637 -48671.979578057653 -9546.3044154592917 13921.804754403662
leaf_weight=4176165 18905 9240 13588 32 27 17842 69704 234 108 860 307 95 192 330 65 280 70 85 71 20 2086 249 972 2791 78 26 22 58 1409 2253
leaf_count=4176165 18905 9240 13588 32 27 17842 69704 234 108 860 307 95 192 330 65 280 70 85 71 20 2086 249 972 2791 78 26 22 58 1409 2253
internal_value=0 488.107 -1113.79 -3836.38 46642.9 964.546 636.242 1228.68 -8040.23 -12378 1596.33 -25452.6 1412.77 4898.1 6227.27 -16108.1 42505.7 27636.4 56709.6 4967.45 12215.2 27137.8 19506.7 1096.32 48434.3 -37654.7 -44083.7 -7796.6 377.409 4892.16
internal_weight=0 141999 32552 13647 59 109447 100207 82365 1604 1370 510 203 80761 11057 10399 658 349 284 156 10050 3499 1413 1221 6551 98 378 352 128 6453 3662
internal_count=4318164 141999 32552 13647 59 109447 100207 82365 1604 1370 510 203 80761 11057 10399 658 349 284 156 10050 3499 1413 1221 6551 98 378 352 128 6453 3662
is_linear=0
shrinkage=0.1


Tree=1422
num_leaves=31
num_cat=0
split_feature=5 1 1 5 5 3 3 1 1 5 4 1 5 1 5 2 0 0 3 0 3 4 0 3 1 0 0 0 0 0
split_gain=3.13614e+12 1.86985e+13 4.36848e+13 4.79115e+13 3.99648e+13 4.76719e+13 1.59916e+14 1.85595e+14 4.22524e+13 3.8516e+13 3.6559e+13 3.47016e+13 3.44465e+13 4.38333e+13 5.38911e+13 5.04407e+13 3.35323e+13 3.31021e+13 3.29861e+13 3.24762e+13 3.13618e+13 4.09744e+13 3.54438e+13 2.97788e+13 4.21446e+13 3.28057e+13 4.22686e+13 5.86811e+13 2.93036e+13 3.53457e+13
threshold=39.005000000000003 61.880021000000006 82.957885500000017 31.010000000000002 34.010000000000012 23.500000000000004 24.500000000000004 82.940215400000014 82.91993380000001 37.995000000000012 4.5000000000000009 60.837513500000007 33.585000000000008 83.026705000000007 38.210000000000008 5.5000000000000009 54.942865800000007 54.934662400000008 18.500000000000004 55.012854300000008 8.5000000000000018 1.0000000180025095e-35 55.055104550000003 8.5000000000000018 83.053286850000021 54.978840000000005 55.078308950000007 55.07108800000001 55.099723300000008 55.02863030000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 10 -5 18 7 -7 -8 -9 -3 -1 19 14 15 -14 17 -17 -6 -4 28 22 -22 24 -15 -25 27 -27 29 -21
right_child=-2 2 12 4 5 6 8 9 -10 -11 -12 -13 13 23 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=20.656565364695609 -52.695173117213201 269.96104481090691 -2636.1788144972343 8147.0365366621909 2661.2062278686558 -226.2204541934434 -7511.7298165374877 -111240.28452385181 21286.702206296577 -2308.9776963975696 -125835.10951086956 -3520.404857678961 2669.8600724633693 30487.380533222517 -1130.5994359088784 10714.086773960482 10772.878108458612 50684.605269415049 14312.740140472837 -12029.611986921222 3752.1119368712266 -2943.17207485888 -8923.2907984455142 905.28894030951051 2129.3027583255571 -8252.7696040544652 -3627.7603667077829 -43561.974760835263 1500.5238477100372 14496.490838276512
leaf_weight=862597 3123815 50130 62723 19331 30919 372 1265 330 853 36 23 28592 10782 554 11294 394 9359 437 2637 573 22238 31585 2449 11186 9700 1519 8411 682 9305 4073
leaf_count=862597 3123815 50130 62723 19331 30919 372 1265 330 853 36 23 28592 10782 554 11294 394 9359 437 2637 573 22238 31585 2449 11186 9700 1519 8411 682 9305 4073
internal_value=0 137.824 816.226 2454.6 4472.19 2521.23 -9881.43 -49968.3 4086.51 -100526 212.13 -92.9512 -63.2927 1836.56 4438.46 7437.55 12482.2 31733.5 3576.84 -982.423 494.708 -557.538 2494.69 -782.713 3661.42 -2873.28 -6856.23 -19193.7 4738.99 11225
internal_weight=0 1.19435e+06 303160 105896 55743 36412 2856 738 2118 366 50153 891189 197264 64318 32266 20972 10190 831 33556 132946 70223 56272 24687 32052 10254 21798 10612 2201 13951 4646
internal_count=4318164 1194349 303160 105896 55743 36412 2856 738 2118 366 50153 891189 197264 64318 32266 20972 10190 831 33556 132946 70223 56272 24687 32052 10254 21798 10612 2201 13951 4646
is_linear=0
shrinkage=0.1


Tree=1423
num_leaves=31
num_cat=0
split_feature=1 5 6 1 0 0 1 0 5 3 5 2 5 4 2 5 3 2 1 3 3 3 3 5 3 1 5 3 1 1
split_gain=3.32333e+12 9.86439e+12 1.29975e+13 3.42581e+13 3.83638e+13 4.03189e+13 7.41491e+13 3.04142e+13 2.5419e+13 3.35418e+13 2.96437e+13 8.92327e+13 6.92332e+13 4.1629e+13 2.29166e+13 2.61035e+13 2.43832e+13 2.32327e+13 2.24007e+13 2.12635e+13 3.80681e+13 2.16848e+13 3.06352e+13 2.03803e+13 2.01837e+13 2.05446e+13 1.99213e+13 1.94747e+13 5.83738e+13 3.78683e+13
threshold=91.398302750000013 85.020000000000024 1.5000000000000002 92.928903050000017 53.719078300000007 56.028355650000009 92.815157350000007 52.485928400000006 85.91500000000002 5.5000000000000009 89.00500000000001 11.500000000000002 88.015000000000015 3.5000000000000004 15.500000000000002 99.555000000000021 15.500000000000002 7.5000000000000009 113.46563545000002 7.5000000000000009 8.5000000000000018 23.500000000000004 18.500000000000004 142.05000000000004 8.5000000000000018 91.910414550000013 87.395000000000024 17.500000000000004 92.896330950000007 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 24 4 -4 26 -7 8 9 -5 11 13 -13 -10 15 18 -17 -18 -12 23 -21 22 -22 -8 -3 -26 -6 29 -29 -28
right_child=1 2 3 7 5 6 19 -9 10 -11 14 12 -14 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-16.176731482246122 269.36640763906644 -39081.803489836639 -35367.337979760909 152679.1128942419 66393.015396875009 -65406.720827672107 -2129.7598372395837 -13575.21227879564 20348.810239330691 4334.0191517857147 3625.8158700125564 -5494.480097656251 -249098.12165178574 -43861.886569251546 110919.94414062501 3277.7305434344025 -101580.40473958333 34.862560763888887 38212.714597502723 143404.6399711277 13683.643587203893 -27802.11000376919 88785.153219288797 -105451.6834263393 -71290.927949218763 1402.0159361516819 24977.470422852595 10799.939233398438 192033.62372685186 -67498.51308806047
leaf_weight=4176165 133795 151 149 27 125 138 60 1206 268 35 336 20 28 162 22 1149 45 45 423 23 855 114 58 28 40 1387 1185 52 27 46
leaf_count=4176165 133795 151 149 27 125 138 60 1206 268 35 336 20 28 162 22 1149 45 45 423 23 855 114 58 28 40 1387 1185 52 27 46
internal_value=0 475.755 3841.64 5784.07 14035.2 16750.4 3817.68 -482.052 5686.05 68935.9 4116.2 -18277.8 -147597 -3842.2 9415.37 8297.71 -648.456 -50772.8 22901.5 12212.2 16169.4 13320 18454.6 -35004.9 -4314.57 -635.628 28250.2 24610.6 72740.6 21521.8
internal_weight=0 141999 8204 6626 2860 2711 1276 3766 2560 62 2498 478 48 430 2020 1998 1239 90 759 1138 1050 1027 913 88 1578 1427 1435 1310 79 1231
internal_count=4318164 141999 8204 6626 2860 2711 1276 3766 2560 62 2498 478 48 430 2020 1998 1239 90 759 1138 1050 1027 913 88 1578 1427 1435 1310 79 1231
is_linear=0
shrinkage=0.1


Tree=1424
num_leaves=31
num_cat=0
split_feature=0 2 2 3 1 1 5 2 0 4 2 0 5 2 4 5 3 3 5 5 5 5 1 1 0 4 3 2 2 1
split_gain=3.15896e+12 1.40734e+13 2.64132e+13 4.10474e+13 7.04193e+13 6.79075e+13 7.26189e+13 6.7869e+13 4.35857e+13 4.27375e+13 4.1992e+13 1.53776e+14 5.67698e+13 7.17508e+13 1.58555e+14 8.47241e+13 7.38931e+13 4.85057e+13 9.78355e+13 1.1018e+14 4.08428e+13 4.03164e+13 6.94099e+13 5.42732e+13 4.68842e+13 4.37575e+13 4.17472e+13 8.53896e+13 8.66647e+13 7.72061e+13
threshold=45.098908000000009 12.500000000000002 6.5000000000000009 15.500000000000002 40.247294600000011 39.969502550000009 39.995000000000012 10.500000000000002 45.091904500000005 2.5000000000000004 7.5000000000000009 44.226894250000008 125.85000000000001 10.500000000000002 4.5000000000000009 132.05000000000004 16.500000000000004 21.500000000000004 63.855000000000011 67.990000000000023 89.00500000000001 110.05000000000001 38.950530550000003 38.92948375000001 45.055827000000008 3.5000000000000004 21.500000000000004 11.500000000000002 10.500000000000002 38.984911950000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 -4 -10 11 17 21 15 16 -14 -15 -5 -19 -20 -8 -12 23 -23 25 26 29 28 -28 -24
right_child=-2 -3 3 10 -6 6 20 -9 9 -11 12 -13 13 14 -16 -17 -18 18 19 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=488.48709553318906 -32.901779844442579 1605.0960806237247 2038.0776040850801 -42757.098991067272 -4421.8967057568589 78395.969221191408 1588.3603901241988 284352.64500000002 13186.813510384272 65438.021888241521 -1708.4596720413986 -5421.070633165702 133634.46025015027 -105279.09334201389 259581.56632812499 26418.192791193185 8776.1736128373577 11425.821904296876 -301454.25723684212 -57322.16684027778 139835.66243489584 -22510.000167410715 -128191.91683941834 -164900.33024364407 55293.228933502913 64966.528033577131 5844.9168493470152 -131594.80866935485 238662.31320219499 -14471.848311416419
leaf_weight=357480 3761543 65009 40385 537 18222 80 195 20 1354 177 59888 11908 104 90 20 253 154 40 38 36 24 49 101 59 86 47 67 31 21 146
leaf_count=357480 3761543 65009 40385 537 18222 80 195 20 1354 177 59888 11908 104 90 20 253 154 40 38 36 24 49 101 59 86 47 67 31 21 146
internal_value=0 222.344 39.4941 -1157.13 774.004 3015.74 48979.7 119587 2665.93 19227.6 -2741.81 -8008.32 -1659.57 28421.6 -11105.9 57652.1 -33293.4 -55333.9 -114577 -182687 16738.7 -1968.36 -27610.6 -100297 -11878.9 -25866.3 -37530.6 11126.7 61403.6 -60972.8
internal_weight=0 556621 491612 134132 60457 42235 319 100 41916 1531 73675 12559 61116 621 264 357 244 651 114 74 219 60495 607 108 499 413 366 119 88 247
internal_count=4318164 556621 491612 134132 60457 42235 319 100 41916 1531 73675 12559 61116 621 264 357 244 651 114 74 219 60495 607 108 499 413 366 119 88 247
is_linear=0
shrinkage=0.1


Tree=1425
num_leaves=31
num_cat=0
split_feature=0 1 5 1 0 5 3 0 0 5 3 0 5 5 3 0 1 3 1 3 3 1 6 1 6 5 2 5 1 1
split_gain=3.06272e+12 1.67423e+13 2.02283e+13 1.94361e+13 3.80045e+13 1.76274e+13 1.71966e+13 1.84132e+13 3.72567e+13 1.66233e+13 2.23994e+13 1.55683e+13 1.55951e+13 2.55001e+13 2.05106e+13 1.4886e+13 3.11693e+13 1.97014e+13 3.51051e+13 3.48391e+13 3.27329e+13 5.19812e+13 2.95454e+13 4.27639e+13 1.89964e+13 2.60734e+13 2.72174e+13 2.13322e+13 1.96357e+13 8.13386e+13
threshold=60.693675950000006 33.101335500000005 81.00500000000001 30.102666750000001 63.563300600000012 86.810000000000016 2.5000000000000004 61.785186750000001 61.674413550000004 46.810000000000009 4.5000000000000009 63.563300600000012 123.15000000000002 107.05000000000001 6.5000000000000009 61.785186750000001 114.17164950000002 13.500000000000002 50.388877400000005 16.500000000000004 12.500000000000002 50.888703650000004 1.5000000000000002 65.659480050000013 1.5000000000000002 91.050000000000011 8.5000000000000018 125.85000000000001 52.395917250000004 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 -5 8 -8 -6 -11 12 13 14 -7 16 17 20 19 -19 22 -22 23 -3 25 -17 -27 28 29 -26
right_child=1 15 5 4 9 11 7 -9 -10 10 -12 -13 -14 -15 -16 24 -18 18 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-9.9619443051944376 3995.715156530252 -2831.5779477605834 -91857.830690696021 -1379.9837854165055 -11421.175754009048 -89464.304071514431 -38853.275251751489 -63750.121871995194 8585.4876604072542 -26287.693720128678 31006.283052548097 53769.220800781251 -115181.97125 52638.670022321436 3885.8857467296511 9176.1562861114235 -20517.280049547469 -36628.895698482374 1984.345411216409 3173.4521978249772 21135.6312473463 155599.04037388394 5074.6839271477338 -52507.073100097652 -619.22559310832935 -84644.790270789206 38161.25966045673 35125.309114074706 509.90409668849156 -24733.953614231625
leaf_weight=4258578 1653 1298 44 303 285 52 494 130 249 85 346 24 20 35 43 2678 560 540 3011 371 161 35 20901 200 7234 59 26 160 16855 1734
leaf_count=4258578 1653 1298 44 303 285 52 494 130 249 85 346 24 20 35 43 2678 560 540 3011 371 161 35 20901 200 7234 59 26 160 16855 1734
internal_value=0 711.975 -5744.19 -3926.03 -10847.1 -35310.2 -21905.9 -29030.1 -22955.2 7316.6 19707 -21010.8 -32975.6 -20328.4 -47211.1 1147.18 2829.74 3322.8 -3219.63 -20419.6 4458.42 45147 4102.38 -9463.82 -437.688 7445.49 -47080.6 -1275.98 -1501.52 -5281.91
internal_weight=0 59586 3763 3545 1892 218 1176 873 743 716 431 174 150 130 95 55823 27077 26517 3922 911 22595 196 22399 1498 28746 2763 85 25983 25823 8968
internal_count=4318164 59586 3763 3545 1892 218 1176 873 743 716 431 174 150 130 95 55823 27077 26517 3922 911 22595 196 22399 1498 28746 2763 85 25983 25823 8968
is_linear=0
shrinkage=0.1


Tree=1426
num_leaves=31
num_cat=0
split_feature=2 1 5 4 0 6 3 5 3 3 4 5 0 5 5 0 0 0 5 1 3 3 2 5 1 5 1 1 1 1
split_gain=2.83515e+12 8.7033e+12 1.30447e+13 8.58535e+12 9.89148e+12 9.10432e+12 5.90115e+12 5.09321e+12 4.09978e+12 3.90874e+12 1.84526e+13 4.16385e+13 2.93456e+13 2.29453e+13 2.14739e+13 4.3115e+13 2.26453e+13 3.18257e+13 3.39396e+13 5.09394e+13 5.59973e+13 3.00476e+13 3.42812e+13 2.41332e+13 2.24943e+13 2.20606e+13 2.41527e+13 2.15525e+13 2.15154e+13 2.42588e+13
threshold=34.500000000000007 37.582182450000005 51.815000000000005 1.5000000000000002 56.802385350000009 1.5000000000000002 36.500000000000007 39.355000000000011 38.500000000000007 34.500000000000007 2.5000000000000004 137.05000000000004 55.68356880000001 65.50500000000001 107.05000000000001 55.820531900000013 55.769960200000007 55.812836050000008 67.990000000000023 37.767735350000002 37.500000000000007 37.500000000000007 19.500000000000004 76.730000000000018 37.615058950000012 59.510000000000012 37.752451500000006 37.620907050000007 37.542000650000013 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 7 8 -6 -2 -3 -5 -1 12 13 -11 -12 16 -16 24 18 25 20 -20 -19 27 -21 -14 28 -27 -23 -18 -30
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 11 -13 14 -15 15 -17 17 21 19 23 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=2.5246129496619032 -26165.523228236609 3124.751627604167 84629.384363511039 -67326.844339478805 -29698.024843749998 60822.06225000001 42195.830706521745 70559.977976190479 -19810.017348845111 -41281.893599317729 91725.208727134159 -42269.601331129816 121.44335237717246 14824.124496253135 -17371.990245535715 152631.79635596645 61387.100225360577 -7438.1266338857822 -284893.45375000004 -102234.99559659092 -65809.799888392852 19755.934201388889 -12989.730910209761 29372.328352677196 36199.557080078128 -21058.774526009911 92041.41466517857 120022.18293042453 -63514.514423643872 -14791.623507839817
leaf_weight=4313208 28 24 34 30 20 25 23 21 46 221 41 130 935 723 35 26 26 1565 20 22 28 36 73 38 212 41 35 53 159 286
leaf_count=4313208 28 24 34 30 20 25 23 21 46 221 41 130 935 723 35 26 26 1565 20 22 28 36 73 38 212 41 35 53 159 286
internal_value=0 10627.7 36650.2 -2697.12 -16565.9 20590.9 4664.11 34594.5 -38566.7 -0.617782 -2881.34 10048.7 -5914.52 18951 -3737.31 55088.6 -4754.14 -10312.8 -29081.9 -80310.8 -157095 -3194.28 37803.3 -18883.7 6789.76 -18967.3 31026.8 79465 -27034.3 -32200.5
internal_weight=0 251 85 166 121 45 51 45 76 4.31791e+06 4705 894 3811 764 3590 61 3529 2382 655 108 48 1727 162 60 1147 547 76 89 471 445
internal_count=4318164 251 85 166 121 45 51 45 76 4317913 4705 894 3811 764 3590 61 3529 2382 655 108 48 1727 162 60 1147 547 76 89 471 445
is_linear=0
shrinkage=0.1


Tree=1427
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 2 6 3 1 5 0 3 5 1 1 0 0 2 3 5 3 2 0 1 1 1 1 0 3 3
split_gain=2.78395e+12 3.575e+13 5.41749e+13 5.63616e+13 8.57807e+13 8.51419e+13 8.4474e+13 5.44961e+13 5.20173e+13 6.69032e+13 4.45392e+13 1.20524e+14 6.42011e+13 5.9668e+13 1.40966e+14 7.87804e+13 5.44867e+13 8.6055e+13 1.18388e+14 1.06596e+14 9.48022e+13 5.74488e+13 4.92708e+13 7.20611e+13 7.03231e+13 1.22302e+14 9.44797e+13 3.96972e+14 9.37484e+13 1.12956e+14
threshold=56.758269450000007 56.876792350000009 61.284352600000013 15.500000000000002 84.030000000000015 5.5000000000000009 1.5000000000000002 16.500000000000004 35.911716050000003 59.025000000000013 56.819808050000006 16.500000000000004 92.035000000000011 60.601268000000012 60.611165000000007 56.802385350000009 56.802385350000009 15.500000000000002 23.500000000000004 109.05000000000001 31.500000000000004 3.5000000000000004 56.852744000000008 53.243495500000009 60.55755580000001 60.601268000000012 60.611165000000007 56.838612000000005 17.500000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -5 9 -8 12 -12 -10 -14 15 -15 21 -18 19 -19 -20 -16 24 -24 -13 28 27 -27 -26 -30
right_child=1 -3 -4 6 5 -7 8 -9 10 -11 11 22 13 14 16 -17 17 18 20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-41.752040497917598 2544.0329840181398 -120.63135073309304 -14713.385993487496 15158.91696961812 5077.6225159874866 29516.103869418002 -8843.1186296170563 1603.8327541258191 -4980.037958536429 -49766.826036439328 -11403.605956302845 -3944.034643179692 -59603.624288159066 -36659.125732421875 -84476.598805147063 130899.77174617686 -80667.953994750977 -7194.5171875000005 -165550.82358630953 311427.72514880955 9394.9808981685328 35397.589467905404 25331.583839123839 -12594.275552512636 -20598.872923654286 -67865.700376615816 16775.695469233044 294560.00303030305 94069.309651160816 31664.501409242119
leaf_weight=3399081 83474 769439 2016 3348 3507 2402 1474 25990 13124 548 4772 1473 414 40 51 94 320 21 42 21 118 185 683 1880 191 359 1817 33 459 788
leaf_count=3399081 83474 769439 2016 3348 3507 2402 1474 25990 13124 548 4772 1473 414 40 51 94 320 21 42 21 118 185 683 1880 191 359 1817 33 459 788
internal_value=0 154.413 1568.64 1790.98 3368.26 15011.8 -629.518 3150.71 -4466.11 -19934.2 -3302.77 1078.27 -7084.19 -28228.8 -13666.9 80882.2 -30381.4 -48408.8 2694.9 152117 -36528.3 9492.57 8830.91 -2487.62 14496.8 21944.9 7169.82 -37355.4 44641.9 54634.7
internal_weight=0 919083 149644 147628 89383 5909 58245 29338 28907 2022 26885 12455 14430 1306 892 134 758 522 202 42 160 236 7683 2563 5120 3647 2209 392 1438 1247
internal_count=4318164 919083 149644 147628 89383 5909 58245 29338 28907 2022 26885 12455 14430 1306 892 134 758 522 202 42 160 236 7683 2563 5120 3647 2209 392 1438 1247
is_linear=0
shrinkage=0.1


Tree=1428
num_leaves=31
num_cat=0
split_feature=5 4 3 5 3 4 2 0 1 5 5 5 1 1 1 0 0 1 0 2 2 0 0 6 1 2 3 5 0 3
split_gain=3.1879e+12 1.47183e+13 4.13802e+13 4.88204e+13 3.33288e+13 3.29703e+13 3.2645e+13 6.7138e+13 3.35907e+13 3.24178e+13 7.98993e+13 6.18726e+13 5.8085e+13 5.71863e+13 6.76554e+13 6.61283e+13 5.27184e+13 5.0705e+13 6.09224e+13 4.82581e+13 6.93283e+13 4.79732e+13 5.18003e+13 4.65259e+13 3.52088e+13 5.29091e+13 4.14828e+13 4.17356e+13 6.50675e+13 4.04741e+13
threshold=97.050000000000011 2.5000000000000004 13.500000000000002 225.45000000000002 14.500000000000002 1.0000000180025095e-35 8.5000000000000018 45.03656895000001 37.971176850000006 116.06000000000002 109.05000000000001 120.05000000000001 30.226173900000003 37.889331900000009 37.214886200000009 55.834684950000003 56.819808050000006 40.247294600000011 57.131524800000008 4.5000000000000009 7.5000000000000009 59.950068600000009 59.963407450000012 1.5000000000000002 30.243224600000001 8.5000000000000018 10.500000000000002 114.05000000000001 44.678200800000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -4 7 -7 -9 10 12 16 19 14 21 -16 -11 24 -19 -2 23 -14 -23 -21 -12 26 27 28 -26 -29
right_child=1 -3 4 -5 -6 6 -8 8 -10 11 17 -13 13 -15 15 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=15.882018752696533 -5692.4420476973683 -185.11679894067242 154569.1197172619 9339.7761570442635 1280.7734124280262 183449.87157592774 -12636.575406307027 59649.394800646558 -28068.407575334826 -82281.224869505124 -231.32704305305757 -13083.919736116277 -7699.8837966392784 -10399.57285108936 -67024.15139914774 -222094.04150094697 -6754.1094077896896 -25098.062552632917 92900.136312806382 79504.653936298084 -33492.602500000001 -175952.52931229444 -36003.575862068967 274756.26505604619 191267.00678710939 -71314.175558035713 -56352.006589673918 246175.57256944446 35755.841258321008 89245.279529389882
leaf_weight=4175500 95 132607 21 1212 3080 32 137 116 70 284 139 1187 406 2064 165 33 137 308 51 26 25 38 87 23 32 28 23 27 169 42
leaf_count=4175500 95 132607 21 1212 3080 32 137 116 70 284 139 1187 406 2064 165 33 137 308 51 26 25 38 87 23 32 28 23 27 169 42
internal_value=0 -464.836 -4153.09 -8794.43 4711.94 32818.3 25616.1 49655.7 26637.3 -12872.9 -7814.88 -24766 -15458.8 -18903.5 -42980.5 -92869.1 -57703.5 19830.3 -8335.09 41469.9 102016 -24377.9 -78548.1 171153 41811.5 60016.9 72567.3 83549.3 60513.8 150653
internal_weight=0 142664 10057 6601 3456 376 355 218 186 5389 3781 1608 2962 2793 729 198 421 819 359 169 74 531 125 49 460 321 293 270 201 69
internal_count=4318164 142664 10057 6601 3456 376 355 218 186 5389 3781 1608 2962 2793 729 198 421 819 359 169 74 531 125 49 460 321 293 270 201 69
is_linear=0
shrinkage=0.1


Tree=1429
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 5 1 1 3 1 2 2 2 1 4 5 2 3 3 5 1 5 5 3 1 5 4 1 1 1
split_gain=2.87417e+12 1.38774e+13 2.43643e+13 2.10451e+13 1.40364e+13 2.84653e+13 8.55998e+13 3.8669e+13 2.87991e+13 3.84547e+13 2.56286e+13 2.78307e+13 4.14232e+13 4.18957e+13 4.00831e+13 3.79064e+13 3.7943e+13 3.61566e+13 6.79068e+13 3.94487e+13 5.67137e+13 3.67798e+13 3.64347e+13 3.20605e+13 4.09615e+13 1.29585e+14 4.99517e+13 3.72765e+13 3.34427e+13 3.30192e+13
threshold=43.465905150000005 47.854228500000012 47.981192400000005 4.5000000000000009 1.5000000000000002 44.905000000000008 40.810045900000013 47.473138800000008 3.5000000000000004 39.969502550000009 18.500000000000004 12.500000000000002 8.5000000000000018 44.660994650000006 2.5000000000000004 102.01000000000001 14.500000000000002 8.5000000000000018 5.5000000000000009 92.035000000000011 46.037218400000008 142.05000000000004 123.15000000000002 11.500000000000002 39.969502550000009 83.010000000000005 2.5000000000000004 45.148007750000012 46.037218400000008 47.208373000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 8 10 9 -6 11 12 17 -14 -13 -16 -17 18 -7 23 -21 22 -22 24 25 26 -19 -26 -29 -30
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12 14 13 -15 15 16 -18 19 -20 20 21 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-1427.4569907376217 -8.6344518352715003 -26501.409331937 -3176.1744058612712 65213.700883152174 41329.657370987865 547.18770434011265 -3237.5536510825259 5498.9036698286209 46906.43454395239 -64267.871745895129 -105080.06145833334 80628.384654017864 -39384.698497921636 -1780.9816401840235 -87355.618307976983 -33843.099437500001 150950.4912109375 26894.284386916392 -19184.789395110336 46724.539479409876 -10159.637454648562 -121827.89857835037 108588.14835668105 -16223.216677729641 -11932.124325315981 -149587.32456597223 99693.789563454207 54127.493316684493 -41345.316877262769 14580.482485163135
leaf_weight=14186 4270332 487 2060 46 83 7817 1205 13433 690 59 24 98 577 609 38 25 20 336 2245 522 237 26 29 722 1044 36 131 179 123 745
leaf_count=14186 4270332 487 2060 46 83 7817 1205 13433 690 59 24 98 577 609 38 25 20 336 2245 522 237 26 29 722 1044 36 131 179 123 745
internal_value=0 770.864 -6343.72 -1682.38 1178.66 2369.21 13796.1 1567.01 38466.3 -2545.37 -1822.39 -1663.12 -2121.96 -20075.5 37320.4 -13814.2 48287.4 -621.607 -3855.35 7256.81 26982.7 -8309.26 2786.55 2414.57 7602.12 33223.1 47315.6 1438.87 14771.5 6655.51
internal_weight=0 47832 2593 2106 45239 31053 2037 29016 832 142 15583 15559 15378 1186 181 83 45 14192 10062 4130 814 292 266 3316 2594 503 467 2091 1047 868
internal_count=4318164 47832 2593 2106 45239 31053 2037 29016 832 142 15583 15559 15378 1186 181 83 45 14192 10062 4130 814 292 266 3316 2594 503 467 2091 1047 868
is_linear=0
shrinkage=0.1


Tree=1430
num_leaves=31
num_cat=0
split_feature=1 4 0 5 5 2 3 0 3 5 4 5 3 0 5 3 5 3 2 5 5 2 5 5 2 3 3 3 3 0
split_gain=2.86339e+12 8.81548e+12 3.68353e+13 3.03403e+13 4.07756e+13 2.99081e+13 2.36489e+13 2.36294e+13 2.51868e+13 2.80201e+13 2.25417e+13 3.09034e+13 3.13701e+13 2.21756e+13 1.85195e+13 1.78538e+13 3.44553e+13 3.09241e+13 2.60382e+13 4.82768e+13 2.58938e+13 2.30354e+13 1.93461e+13 1.56713e+13 1.68314e+13 1.59875e+13 1.39564e+13 1.98303e+13 2.97279e+13 7.45918e+13
threshold=91.398302750000013 2.5000000000000004 51.67657710000001 57.405000000000008 69.015000000000015 8.5000000000000018 4.5000000000000009 48.713222300000005 9.5000000000000018 65.045000000000016 3.5000000000000004 76.730000000000018 3.5000000000000004 50.565831500000009 85.020000000000024 7.5000000000000009 99.555000000000021 16.500000000000004 1.5000000000000002 83.010000000000005 86.02500000000002 3.5000000000000004 90.015000000000015 32.910000000000004 1.5000000000000002 5.5000000000000009 24.500000000000004 14.500000000000002 9.5000000000000018 55.975961550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 10 -5 -8 9 -9 13 -12 -13 15 -7 16 18 22 -6 21 -21 -20 -17 24 -4 -26 27 28 -25 -30
right_child=1 2 23 4 5 14 7 8 -10 -11 11 12 -14 -15 -16 17 -18 -19 19 20 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=-15.015676887433129 -58.269280388762709 23341.528980245046 -21215.470489211311 15439.323302880404 -62093.086625976561 6851.6294157608691 585.66403839111331 -20112.471514849294 -98422.343378631165 -62340.629951367191 52705.540945512825 75996.941875000004 -55125.965711153476 -38026.955426821507 94357.43455882353 36494.075418893917 -121935.64252485796 -65305.05031250001 37473.285738636361 179466.92735877406 32059.135369318185 -54050.080759943186 120052.78058035714 3167.4696660458885 20703.581114130437 94130.810036057694 -13517.309083283961 9693.3859166816783 -21586.779645898925 2357.7088866989889
leaf_weight=4176165 101247 227 42 107 40 46 160 423 71 250 39 20 208 92 51 133 22 25 55 26 22 55 35 28020 69 52 553 3467 1809 4633
leaf_count=4176165 101247 227 42 107 40 46 160 423 71 250 39 20 208 92 51 133 22 25 55 26 22 55 35 28020 69 52 553 3467 1809 4633
internal_value=0 441.608 1683.54 -11192.2 -15362 523.039 -29015.8 -34277.7 -41775.2 -35799 -6052.96 -29553.4 -43624 6372.01 52859.8 16262.3 -3211.77 38460.8 9979.77 28226.1 111905 -8288.4 53902.1 2385.55 33327 52259.1 2254.49 2484.44 1759.19 -4366.22
internal_weight=0 141999 40752 2107 1880 869 1011 904 744 673 772 267 228 505 97 413 220 193 198 158 48 110 168 38645 163 121 38482 37929 34462 6442
internal_count=4318164 141999 40752 2107 1880 869 1011 904 744 673 772 267 228 505 97 413 220 193 198 158 48 110 168 38645 163 121 38482 37929 34462 6442
is_linear=0
shrinkage=0.1


Tree=1431
num_leaves=31
num_cat=0
split_feature=1 0 4 5 3 3 4 0 0 0 0 3 3 3 5 4 5 4 0 3 0 5 3 3 0 3 5 0 0 3
split_gain=2.90276e+12 8.49565e+12 8.15508e+12 8.44478e+12 1.41238e+13 2.48479e+13 1.85084e+13 9.80492e+12 7.59333e+12 7.81947e+12 5.88483e+13 3.32197e+13 4.02958e+13 2.98358e+13 2.77001e+13 6.61774e+13 5.88881e+13 3.94251e+13 3.09927e+13 3.15476e+13 3.03498e+13 2.85473e+13 3.14054e+13 2.64704e+13 2.81264e+13 2.62068e+13 2.48078e+13 2.45858e+13 3.61565e+13 2.60209e+13
threshold=113.46563545000002 43.056445700000005 4.5000000000000009 125.85000000000001 6.5000000000000009 8.5000000000000018 3.5000000000000004 52.056565900000003 63.563300600000012 51.83362145000001 50.565831500000009 5.5000000000000009 4.5000000000000009 4.5000000000000009 54.035000000000004 2.5000000000000004 66.50500000000001 1.5000000000000002 48.713222300000005 9.5000000000000018 48.713222300000005 39.995000000000012 9.5000000000000018 2.5000000000000004 48.713222300000005 9.5000000000000018 43.810000000000009 60.693675950000006 56.663136550000011 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 6 -6 -5 -8 9 10 11 12 23 -12 17 -16 18 21 -17 -20 -19 -13 -23 -3 -25 -11 -27 28 29 -28
right_child=1 2 -4 4 5 -7 7 -9 -10 25 13 14 -14 -15 15 16 -18 20 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-6.6846918997348954 -55061.841203703712 -7684.1444139356745 29856.12579320791 -19903.423655700684 -124460.39262500001 -17881.534436383929 111597.24249822444 14854.04640625 -35980.734946732955 3563.8478615627678 2916.5984500885011 -8051.2918644366873 -11013.00900894912 -43940.419389070907 47769.956194035462 11643.030345916748 20806.248542540015 8714.1664903846158 -33083.025772705085 -132005.14924768519 -52879.060677455018 75881.532033075346 13718.52877746221 -1834.0827578001383 72328.274896955816 10646.587265368356 -18237.716955075357 16102.191813100962 -137895.90855978263 4131.9842730890177
leaf_weight=4289649 27 154 98 64 25 175 22 20 55 18726 192 404 2288 465 520 64 410 130 80 54 208 107 338 79 145 742 1852 325 23 723
leaf_count=4289649 27 154 98 64 25 175 22 20 55 18726 192 404 2288 465 520 64 410 130 80 54 208 107 338 79 145 742 1852 325 23 723
internal_value=0 1005.61 1058.75 959.343 -15563.3 -31203.9 13947.2 65529.1 1139.37 1212.21 -2116.37 1594.1 -6015.91 -30247 10357.9 21579.1 -821.06 -305.424 -45604.9 -72947.2 -29189.4 11193.7 28665.6 24231.1 46172.8 2050.34 -5682.8 -9827.99 -13071.8 -11956.8
internal_weight=0 28515 28488 28390 306 200 106 42 28084 28029 5638 4981 2666 657 2315 1128 608 1187 198 134 338 849 445 378 224 22391 3665 2923 2598 2575
internal_count=4318164 28515 28488 28390 306 200 106 42 28084 28029 5638 4981 2666 657 2315 1128 608 1187 198 134 338 849 445 378 224 22391 3665 2923 2598 2575
is_linear=0
shrinkage=0.1


Tree=1432
num_leaves=31
num_cat=0
split_feature=4 1 1 2 6 5 5 1 1 5 0 5 6 1 5 3 5 1 3 5 3 5 5 5 3 1 0 2 0 3
split_gain=2.87116e+12 1.11552e+13 3.06263e+13 1.81252e+13 1.93713e+13 1.76871e+13 2.76302e+13 5.18669e+13 9.00724e+13 4.9941e+13 4.53938e+13 1.62317e+13 1.45663e+13 1.55965e+13 3.14381e+13 2.8675e+13 2.72685e+13 3.83377e+13 2.89185e+13 2.38351e+13 2.36823e+13 2.3447e+13 2.16374e+13 1.97035e+13 1.65505e+13 2.08914e+13 1.62376e+13 1.54488e+13 1.54292e+13 2.17411e+13
threshold=1.0000000180025095e-35 39.863684800000009 44.660994650000006 2.5000000000000004 1.5000000000000002 61.845000000000006 103.45000000000002 37.328003200000005 37.737121850000008 123.15000000000002 59.863160500000006 82.00500000000001 1.5000000000000002 39.925119750000007 26.005000000000006 9.5000000000000018 29.050000000000004 39.969502550000009 10.500000000000002 37.995000000000012 3.5000000000000004 20.010000000000002 51.815000000000005 44.905000000000008 4.5000000000000009 40.247294600000011 57.60800230000001 1.5000000000000002 43.465905150000005 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 -6 7 10 -9 -8 -7 -10 28 14 21 26 24 18 19 27 -19 -14 -21 -17 25 -15 -16 -18 29 -3
right_child=-2 2 -4 -5 5 6 9 8 11 -11 -12 -13 13 16 15 23 17 20 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3942.0374071415335 -19.966985805640178 -24083.655085403727 600.86346721283201 455.47279255482766 -3399.0833590650291 100419.95226814516 133633.24084375001 -260863.72681790867 -8412.6787066915767 -38356.392442908655 -73638.046659482759 -116322.29260742187 -11993.747210089716 -23958.800949759163 -5746.9989583333336 -33902.618336838947 143713.73038793105 -18001.836135166712 174745.89048295456 -32480.600947473402 28353.05418371252 51655.631110271723 79847.170543981483 -125893.83211669922 16152.571442594897 22361.563184105791 79935.25395100913 61588.772301910125 7249.5834882254467 83367.452880859375
leaf_weight=3878 4073891 322 155494 55897 24693 31 25 26 46 52 29 20 91 281 282 104 29 140 22 47 518 159 27 30 853 149 24 109 875 20
leaf_count=3878 4073891 322 155494 55897 24693 31 25 26 46 52 29 20 91 281 282 104 29 140 22 47 518 159 27 30 853 149 24 109 875 20
internal_value=0 333.002 825.326 -594.577 -2632.58 -3655.63 -31319.1 -56041.9 -103216 17484.4 16291.9 -41112.6 9375.67 13269 169.449 -15920.2 17424.7 30853.4 65617.8 54293.2 18490.3 28487.3 8503.86 -54497.7 8088.54 -7908.26 973.178 78846.9 210.187 -17800
internal_weight=0 244273 159576 84697 28800 24922 229 152 92 77 60 66 4082 2865 690 440 2175 892 234 212 658 250 74 134 1283 430 306 138 1217 342
internal_count=4318164 244273 159576 84697 28800 24922 229 152 92 77 60 66 4082 2865 690 440 2175 892 234 212 658 250 74 134 1283 430 306 138 1217 342
is_linear=0
shrinkage=0.1


Tree=1433
num_leaves=31
num_cat=0
split_feature=1 6 4 5 4 1 0 1 0 3 3 5 4 3 3 3 3 3 1 1 5 0 0 0 0 3 1 1 1 0
split_gain=3.07483e+12 4.08428e+13 4.25387e+13 3.96948e+13 8.2658e+13 7.27153e+13 1.41234e+14 1.1235e+14 1.2754e+14 8.0379e+13 9.13298e+13 7.901e+13 9.35272e+13 1.19369e+14 8.31491e+13 7.58357e+13 3.017e+14 7.36623e+13 1.57033e+14 1.27632e+14 1.7632e+14 1.60887e+14 2.21383e+14 2.18923e+14 2.75064e+14 1.29364e+14 1.38239e+14 2.69753e+14 2.25654e+14 7.02474e+14
threshold=38.781124500000011 1.5000000000000002 6.5000000000000009 52.020000000000003 1.5000000000000002 37.889331900000009 55.801980100000009 38.151577750000008 56.281985950000006 4.5000000000000009 9.5000000000000018 84.030000000000015 2.5000000000000004 14.500000000000002 8.5000000000000018 7.5000000000000009 11.500000000000002 17.500000000000004 37.869926150000005 37.792847950000002 88.015000000000015 55.975961550000008 56.009576300000013 55.769960200000007 55.719391050000006 16.500000000000004 37.39371280000001 30.370618100000005 37.620907050000007 55.56564190000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 17 11 9 -9 -8 -11 12 -7 14 -14 -10 -17 18 19 25 21 23 -23 24 -21 -6 27 -27 29 -28
right_child=-2 -3 -4 4 5 6 7 8 15 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=253.94280476204386 -55.546290554936142 529.74760876287826 -139700.66875000001 9680.9112161557714 -3070.1077573904295 8185.0375514575198 33045.577002208767 -13782.656460507713 -2560.3350839975719 -95265.172586211469 -25999.341346966328 -18596.881073407047 25722.291500834806 21522.553068474626 119997.00898189221 374022.15310329862 43305.958710027146 -338.91979557873128 -37023.712722791024 28457.19382902703 -72104.161771826664 221314.77901315794 19485.258817513535 -25878.529953628637 212476.36179596657 -24850.700409449611 10258.804278616741 23373.896058184622 -1237.2284679870061 -72931.568711918109
leaf_weight=233422 3012745 861451 22 6258 87764 5737 191 384 74 221 1373 776 155 1754 236 36 118 89633 1442 1464 204 95 127 795 86 2339 1751 2301 2795 2415
leaf_count=233422 3012745 861451 22 6258 87764 5737 191 384 74 221 1373 776 155 1754 236 36 118 89633 1442 1464 204 95 127 795 86 2339 1751 2301 2795 2415
internal_value=0 128.194 -650.959 -644.068 -1639.75 -1986.58 5901.14 -15580.3 21393.6 -28257.1 -35602.7 11848.4 14845.8 32660.5 82624.7 80637.9 120616 -2437.89 -4254.27 -3791.62 17376.8 24487.9 105854 16785 38667.3 -4381.95 -14306.3 -935.874 -23218.6 -37966.1
internal_weight=0 1.30542e+06 443968 443946 210524 204266 11055 2397 612 1785 1594 8658 7882 2145 391 228 154 193211 103578 102136 2771 2567 222 2345 1550 99365 11601 4640 6961 4166
internal_count=4318164 1305419 443968 443946 210524 204266 11055 2397 612 1785 1594 8658 7882 2145 391 228 154 193211 103578 102136 2771 2567 222 2345 1550 99365 11601 4640 6961 4166
is_linear=0
shrinkage=0.1


Tree=1434
num_leaves=31
num_cat=0
split_feature=3 2 6 4 1 1 0 0 5 0 0 1 1 0 1 0 1 5 0 0 0 1 5 1 1 5 5 5 5 3
split_gain=3.01196e+12 1.94685e+13 3.78331e+13 3.07444e+13 2.68153e+13 5.6357e+13 6.92052e+13 1.55351e+14 3.52327e+13 3.84098e+13 5.25101e+13 3.50737e+13 2.81785e+13 2.79456e+13 2.6464e+13 2.5702e+13 2.48471e+13 2.77553e+13 2.49955e+13 3.16438e+13 2.39774e+13 2.13828e+13 3.67651e+13 2.45557e+13 2.13689e+13 2.12781e+13 2.12771e+13 4.45603e+13 2.5796e+13 2.27532e+13
threshold=9.5000000000000018 8.5000000000000018 1.5000000000000002 2.5000000000000004 37.692869000000009 37.39371280000001 55.842510000000011 55.628356700000005 57.995000000000012 55.762622900000004 55.674875350000008 37.582182450000005 37.559851850000008 55.061033200000004 20.507360500000004 55.657530000000008 39.488326500000007 118.33500000000002 46.672631750000008 45.084117700000007 44.580511600000001 38.633372000000001 50.005000000000003 39.753614400000011 37.487839250000007 57.405000000000008 110.05000000000001 86.810000000000016 59.245000000000012 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 26 5 14 7 -7 24 10 15 -12 -11 16 -5 -10 17 18 19 20 -6 22 -15 -23 -9 -16 27 28 -4 -30
right_child=-2 2 3 4 13 6 -8 8 9 12 11 -13 -14 21 25 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-34.428099410765867 75.383272276549675 5951.9992879100064 -1475.0873178213585 -88269.808840460537 -63470.099718128557 -9440.9486841375183 6707.0407212253895 -114996.50285773026 -140305.7867919922 -134079.2734375 -141733.33707770272 -273834.31938920455 9099.6697482638901 116668.51376657198 31225.052697290346 4203.2754296875 -11031.298510384438 102427.36406250001 -13614.320303862458 83121.234227715177 12920.403613354965 -25327.146599821455 9485.9082048079345 -862.06713261515313 -16341.632369290866 -6933.2291188348845 75944.851991102434 -61307.479563428533 -24918.117384958794 11821.447867860812
leaf_weight=1875579 2379540 5696 34691 38 44 352 273 38 32 28 37 44 27 33 158 20 6626 28 583 61 621 434 1059 7500 52 1946 36 122 182 2284
leaf_count=1875579 2379540 5696 34691 38 44 352 273 38 32 28 37 44 27 33 158 20 6626 28 583 61 621 434 1059 7500 52 1946 36 122 182 2284
internal_value=0 -92.5283 -1821 -2593.03 -5752.96 -14394.6 -35347.6 -53571.3 -109449 -134080 -163147 -213492 -63791.4 -4204.08 -5561.51 -84725.4 -8522.08 3913.31 1806.06 14189.1 7865.99 -394.621 12724.9 -2200.34 -57995.9 -4067.73 -896.494 -970.699 -772.591 9109.93
internal_weight=0 1.93862e+06 63045 57349 20034 3045 903 630 278 188 133 81 55 16989 2142 52 7963 1337 1309 726 665 9026 1092 7934 90 2104 37315 37279 37157 2466
internal_count=4318164 1938624 63045 57349 20034 3045 903 630 278 188 133 81 55 16989 2142 52 7963 1337 1309 726 665 9026 1092 7934 90 2104 37315 37279 37157 2466
is_linear=0
shrinkage=0.1


Tree=1435
num_leaves=31
num_cat=0
split_feature=5 1 1 1 3 0 5 0 1 0 0 3 3 0 0 6 5 4 0 1 1 0 0 5 0 1 0 0 0 0
split_gain=3.00842e+12 2.65459e+13 1.07177e+14 1.17157e+14 7.72182e+13 7.74601e+13 2.33843e+14 8.81385e+13 8.61086e+13 1.49012e+14 8.87957e+13 1.04308e+14 8.7736e+13 8.1995e+13 8.28278e+13 1.0266e+14 7.01118e+13 6.95212e+13 6.89937e+13 7.16933e+13 7.83229e+13 1.04154e+14 8.28264e+13 6.72363e+13 8.73278e+13 6.67467e+13 9.30174e+13 2.73631e+14 1.21605e+14 7.92509e+13
threshold=55.405000000000008 37.098288800000006 30.578016350000002 30.468306550000005 17.500000000000004 55.535913550000011 73.010000000000005 55.727011600000004 35.911716050000003 45.254062050000009 54.484631300000011 5.5000000000000009 13.500000000000002 55.727011600000004 55.719391050000006 1.5000000000000002 65.045000000000016 2.5000000000000004 55.734663800000007 36.546174950000008 33.101335500000005 59.755965500000009 59.609407350000005 84.030000000000015 59.896318000000008 37.362912300000012 55.993277250000013 56.009576300000013 56.635684300000008 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 13 -8 9 -4 -10 -12 -13 14 15 -7 -5 -6 -9 20 21 22 -20 24 -18 26 29 -28 -29 -3
right_child=1 25 4 16 17 6 7 18 10 -11 11 12 -14 -15 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-65.205521238436049 -450.56409255435528 8358.1756698356166 3010.0786121208289 2390.9142528503553 -986.65159865572321 61927.758081218548 -53543.535414338068 36297.7038359375 -2824.6413090839883 -32728.73631923764 -5141.8353030312392 38317.437087002727 -1292.7913070829791 -829.86668108260255 -93001.555266020587 -25312.446500010974 44715.09008379811 39982.245935304141 -42166.208666487073 -44124.033365176932 -6259.87486483256 -51559.594131204103 60035.073806919652 -1311.4935157940206 13945.453325591281 151.53794684845835 119389.33031420899 -48671.402539750219 29480.731151757227 -1042.9420908767354
leaf_weight=2681621 158720 17437 2430 5524 1023 149 1010 200 14176 2244 1799 1816 808 13159 158 1424 1428 696 145 1275 2496 1034 175 1300 2605 1383627 275 284 666 18460
leaf_count=2681621 158720 17437 2430 5524 1023 149 1010 200 14176 2244 1799 1816 808 13159 158 1424 1428 696 145 1275 2496 1034 175 1300 2605 1383627 275 284 666 18460
internal_value=0 106.845 -926.568 236.883 -5195.44 -5998.83 -10367.7 -26459.8 -2014.4 -14148.2 1034.87 13404.9 26120.4 -3521.3 -23981.5 -17048.8 10286.8 15601.1 -21322.8 -23571.4 -16765 -36130.4 13725.1 18465.4 24840.3 263.808 4448.37 31545.8 6117.36 3523.66
internal_weight=0 1.63654e+06 215794 169577 46217 44498 21225 6335 23273 4674 18599 4423 2624 14890 1731 1573 10857 1719 5325 5125 3850 1354 320 5333 4033 1.42075e+06 37122 1225 950 35897
internal_count=4318164 1636543 215794 169577 46217 44498 21225 6335 23273 4674 18599 4423 2624 14890 1731 1573 10857 1719 5325 5125 3850 1354 320 5333 4033 1420749 37122 1225 950 35897
is_linear=0
shrinkage=0.1


Tree=1436
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 1 3 0 0 1 0 3 5 1 0 6 5 3 0 2 5 0 6 5 0 5 5 5 5 0
split_gain=3.27368e+12 3.71672e+13 5.56967e+13 6.93051e+13 8.6559e+13 3.43586e+14 3.05265e+14 2.10816e+14 9.84333e+13 3.47674e+14 2.63138e+14 2.31979e+14 1.87468e+14 1.75379e+14 2.70631e+14 1.71748e+14 9.64535e+13 9.38923e+13 8.10863e+13 9.03987e+13 8.00797e+13 7.19663e+13 1.37898e+14 1.40146e+14 1.3782e+14 1.49662e+14 8.51501e+13 7.39737e+13 8.32093e+13 1.58402e+14
threshold=18.500000000000004 37.792847950000002 37.726745000000001 55.924336300000007 55.806974650000008 37.767735350000002 23.500000000000004 55.812836050000008 55.664473600000008 37.752451500000006 55.674875350000008 28.500000000000004 58.040000000000006 37.767735350000002 55.719391050000006 1.5000000000000002 79.730000000000018 23.500000000000004 55.727011600000004 5.5000000000000009 39.505000000000003 55.388132500000005 1.5000000000000002 56.205000000000005 55.601678500000013 64.405000000000015 93.00500000000001 90.015000000000015 61.405000000000008 55.657530000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 17 10 -10 12 -11 14 15 -14 18 -4 -12 -20 -8 -19 24 -24 25 -23 -27 28 -26 -30
right_child=1 -3 3 -5 5 -7 20 -9 9 11 16 -13 13 -15 -16 -17 -18 21 19 -21 -22 22 23 -25 27 26 -28 -29 29 -31
leaf_value=34.998560181841512 241.17301630117447 -926.64026769712132 -336.73548769147334 -63973.46053243288 208604.36840011505 -36925.721807539667 -6745.3765722135213 57658.425564945966 -69709.827263587984 16182.052756956495 -42611.902778699703 -2338.599298557765 202799.6492265625 141401.68792628945 -76836.532945251471 25014.966281512607 40930.841817182722 -15995.832344975548 -51468.226466435975 2786.2503778918035 37667.178793966435 40717.656690679964 36792.587978636191 187343.51935644532 19125.250212014835 233056.26887141049 33331.152558593749 138797.21449558422 57495.436503151424 -44403.258286637931
leaf_weight=3717520 249023 330985 4332 142 163 759 574 214 972 806 843 2272 100 319 128 119 327 504 368 1856 1387 398 162 100 2854 74 30 46 207 580
leaf_count=3717520 249023 330985 4332 142 163 759 574 214 972 806 843 2272 100 319 128 119 327 504 368 1856 1387 398 162 100 2854 74 30 46 207 580
internal_value=0 -216.614 654.887 5647.34 6129.73 21532.9 40510.7 122922 3387.68 -4661.67 -23835.2 17697.2 48622 87881.1 38679.2 106195 -10697.3 10416.9 -16201.8 -6191.11 24667.3 19818.4 23873.8 94254.8 19471.8 68628.9 175443 12778.9 11186.8 -17601.4
internal_weight=0 600644 269659 20636 20494 3097 2338 377 17397 8110 4366 3744 1472 666 347 219 3394 9287 3067 2224 1961 4955 4451 262 4189 502 104 3687 3641 787
internal_count=4318164 600644 269659 20636 20494 3097 2338 377 17397 8110 4366 3744 1472 666 347 219 3394 9287 3067 2224 1961 4955 4451 262 4189 502 104 3687 3641 787
is_linear=0
shrinkage=0.1


Tree=1437
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 4 3 1 1 5 5 5 0 0 1 0 2 2 2 3 5 5 5 5 3 3 5 5 1 5
split_gain=3.11195e+12 1.10534e+13 5.78143e+13 4.72719e+13 2.81843e+13 7.58731e+13 7.71284e+13 7.54118e+13 7.49099e+13 4.10743e+13 3.76644e+13 3.20158e+13 2.95373e+13 3.04253e+13 2.43756e+13 8.46868e+13 7.38619e+13 5.90138e+13 2.42746e+13 5.50164e+13 5.64618e+13 6.55571e+13 5.91121e+13 4.71207e+13 2.92228e+13 5.2141e+13 9.52871e+13 4.04302e+13 4.03041e+13 5.67179e+13
threshold=28.500000000000004 37.712318250000003 37.726745000000001 26.005000000000006 42.605000000000011 1.5000000000000002 31.500000000000004 37.642309100000013 37.417247200000006 66.040000000000006 75.750000000000014 42.895000000000003 55.535913550000011 55.885524800000006 37.66934650000001 55.645049100000001 15.500000000000002 12.500000000000002 4.5000000000000009 29.500000000000004 62.015000000000008 55.005000000000003 69.610000000000014 66.040000000000006 29.500000000000004 30.500000000000004 78.710000000000022 87.395000000000024 37.457850350000008 56.205000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 12 6 7 8 -6 -10 11 -8 -2 -14 18 -16 17 -17 19 20 21 -7 23 -22 27 26 28 -20 -26 -30
right_child=1 2 -4 -5 5 14 10 -9 9 -11 -12 -13 13 -15 15 16 -18 -19 24 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=7.6601127154773083 -75379.484261067715 -42111.669147692235 -172.4635709988971 42311.775921455141 87072.64502527575 106172.27155172413 -77249.886422991069 44777.445708007814 -58993.021776332978 -166058.72828947369 89601.80139802632 -8026.1515247472389 6608.454993306721 -10927.445429129895 91634.015691489374 -77594.741760023593 5948.3341612617924 -264875.98484375002 -17379.30735577839 3821.4414949367356 70221.79458165323 -95857.912825520849 -8811.389397321429 234478.98888671875 26376.045682198659 -2686.6575921714452 -45261.359968750003 -121922.57678833009 44901.869633152179 175600.59326171875
leaf_weight=4283289 48 76 14895 521 34 29 70 80 628 38 38 1467 5329 1215 47 106 106 20 492 920 31 36 28 40 112 8196 100 40 69 64
leaf_count=4283289 48 76 14895 521 34 29 70 80 628 38 38 1467 5329 1215 47 106 106 20 492 920 31 36 28 40 112 8196 100 40 69 64
internal_value=0 -940.802 1050.55 31564.4 -2532.4 -5269.88 -21482.9 -47199 -57710.5 -65101.9 -8747.29 -11178.8 2779.34 3352.63 -1611.23 -30771.5 -55569.1 -107322 -810.236 13333.2 66691.6 -5721.37 114236 162761 -2500.02 -1083.62 36999 -25239.7 70574.6 107794
internal_weight=0 34875 15492 597 19383 12791 2355 780 700 666 1575 1537 6592 6544 10436 279 232 126 10157 1084 164 65 99 71 9073 8541 345 532 245 133
internal_count=4318164 34875 15492 597 19383 12791 2355 780 700 666 1575 1537 6592 6544 10436 279 232 126 10157 1084 164 65 99 71 9073 8541 345 532 245 133
is_linear=0
shrinkage=0.1


Tree=1438
num_leaves=31
num_cat=0
split_feature=3 0 2 5 0 2 3 1 5 5 5 5 0 4 2 5 6 2 2 5 2 1 0 2 6 6 2 5 5 5
split_gain=2.97884e+12 3.41695e+13 2.50659e+13 2.2486e+13 2.92617e+13 2.16904e+13 3.24357e+13 3.2275e+13 2.5751e+13 1.37317e+13 3.61804e+13 1.37315e+13 1.46568e+13 1.56786e+13 1.52325e+13 1.2562e+13 1.22e+13 1.1525e+13 2.93008e+13 9.75417e+12 8.3663e+12 6.42932e+12 6.41228e+12 3.60342e+13 3.47885e+13 2.97268e+13 1.65339e+13 1.59094e+13 2.40646e+13 1.39234e+13
threshold=37.500000000000007 55.834684950000003 20.500000000000004 51.015000000000008 55.860536450000005 29.500000000000004 38.500000000000007 37.597123000000003 39.025000000000013 52.710000000000008 40.205000000000005 80.00500000000001 55.801980100000009 1.5000000000000002 10.500000000000002 58.305000000000007 1.5000000000000002 23.500000000000004 11.500000000000002 37.75500000000001 30.500000000000004 37.752451500000006 55.806974650000008 9.5000000000000018 1.5000000000000002 1.5000000000000002 6.5000000000000009 52.990000000000002 48.510000000000012 59.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 8 -2 10 19 22 13 -13 -15 -11 21 18 -9 -7 -4 -17 25 29 -25 27 -27 28 -8 -24
right_child=1 2 20 -5 -6 9 11 17 -10 15 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=1.5728503712295394 -58204.875654560819 98046.001419974666 -56315.263671875 150913.96817129629 -42001.202750000004 36410.257419235648 -16866.184841954026 -59727.949793198532 -186646.13993055557 -67533.317307692312 109777.86564162234 71644.247146739144 93190.340187499998 26614.512841796877 -87270.072214673914 12253.218563771803 -24995.462387447034 -82286.122442336316 77099.044342672423 -34007.651655505957 25561.273828125002 73827.366517857154 -2411.1055824762657 -14781.714763671876 -105225.08094383446 -13206.689687500002 98625.363641826931 379.08409559087426 -95580.495382812514 76670.282207661294
leaf_weight=4316616 37 37 24 27 25 37 174 34 27 26 47 23 25 24 23 43 59 21 29 42 26 28 79 100 74 20 39 317 50 31
leaf_count=4316616 37 37 24 27 25 37 174 34 27 26 47 23 25 24 23 43 59 21 29 42 26 28 79 100 74 20 39 317 50 31
internal_value=0 -4385.91 42916.4 74745.5 41575.4 -9052.35 -15258.8 -58891.3 -112391 15751.3 40304.9 -8662.64 27464.3 3990.78 -29116.2 -4080.41 8610.17 -18129.6 3255.9 -1027.11 -13739.5 36536 -12545.1 -24924.4 -53246.1 -6685.53 60716.2 -14036.2 -34436.3 19875.5
internal_weight=0 1548 139 89 62 1409 1127 148 64 282 126 979 95 70 47 156 130 84 63 79 50 71 884 284 174 600 59 541 224 110
internal_count=4318164 1548 139 89 62 1409 1127 148 64 282 126 979 95 70 47 156 130 84 63 79 50 71 884 284 174 600 59 541 224 110
is_linear=0
shrinkage=0.1


Tree=1439
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 0 6 0 0 3 1 6 2 3 0 0 3 0 6 0 5 5 3 5 5 3 1 5 5
split_gain=2.73171e+12 1.94282e+13 4.05308e+13 9.85734e+13 4.57119e+13 3.95724e+13 8.93058e+13 4.32792e+13 4.21207e+13 7.34319e+13 5.9202e+13 3.78188e+13 3.74925e+13 3.68974e+13 3.58051e+13 8.09649e+13 3.95106e+13 7.64911e+13 5.15961e+13 5.10204e+13 1.0893e+14 5.03093e+13 4.91006e+13 5.72158e+13 5.93393e+13 4.76851e+13 4.21201e+13 3.91123e+13 3.76902e+13 3.57957e+13
threshold=82.981501350000016 83.003542850000017 55.02863030000001 55.020029900000004 83.026705000000007 18.500000000000004 55.078308950000007 1.5000000000000002 55.061033200000004 55.034903650000011 8.5000000000000018 82.991167100000027 1.5000000000000002 2.5000000000000004 12.500000000000002 55.02863030000001 54.934662400000008 9.5000000000000018 54.864040150000001 1.5000000000000002 55.014086100000007 79.730000000000018 42.205000000000005 5.5000000000000009 103.45000000000002 63.855000000000011 6.5000000000000009 83.001620750000015 91.050000000000011 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 12 8 7 -7 9 14 11 -10 -5 -6 15 16 17 18 21 20 -18 -2 -20 -24 26 27 -25 -21 -16 -14
right_child=1 2 -4 4 13 6 -8 -9 10 -11 -12 -13 29 -15 28 -17 19 -19 22 25 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=31.32929203165483 -15425.468646819503 596.47727344996065 -887.62724264042538 40015.225120312505 -30399.380062527129 -9406.5954195175436 44698.911871603261 -36227.515373104325 -22295.936743002021 7512.9621897442212 -97998.724468635119 11382.404318888948 12192.797205420196 4896.5111124156138 -7957.0163253539395 57582.773128672539 4198.4821992318202 30217.272720188183 -7312.1850354823737 -7079.6356028424743 -3932.7001544176937 -131537.96233974359 25246.038902551361 -114073.82056451612 -115558.21624490489 -14522.845408897918 4368.6699479524941 -1014.8934719722777 -41527.829227049544 -101069.41356026786
leaf_weight=3738169 864 221608 208235 500 432 2059 253 850 1130 9905 85 473 8109 942 2244 234 32744 1108 1757 16671 33161 39 1721 31 46 4055 954 29364 393 28
leaf_count=3738169 864 221608 208235 500 432 2059 253 850 1130 9905 85 473 8109 942 2244 234 32744 1108 1757 16671 33161 39 1721 31 46 4055 954 29364 393 28
internal_value=0 -201.923 124.764 1034.95 10741.1 -1227.28 -12287.4 -17243.6 -971.971 -776.099 -16670.9 -12358.4 13436.3 -6200.89 -1430.9 -1183.22 -1295.46 6279.11 1378.25 -1721.22 107.167 -20440.3 5747.76 14085.8 -4543.41 -4126.89 641.038 -3211.16 -12960.2 11803.1
internal_weight=0 579995 439854 231619 10011 140141 3162 2909 136979 135291 1688 1603 8637 1374 125386 122749 122515 6520 5412 115995 65905 903 4509 2752 1031 50090 985 46035 2637 8137
internal_count=4318164 579995 439854 231619 10011 140141 3162 2909 136979 135291 1688 1603 8637 1374 125386 122749 122515 6520 5412 115995 65905 903 4509 2752 1031 50090 985 46035 2637 8137
is_linear=0
shrinkage=0.1


Tree=1440
num_leaves=31
num_cat=0
split_feature=3 1 1 5 6 5 5 5 2 3 0 0 5 5 2 6 5 2 2 5 5 2 5 5 4 1 3 0 6 6
split_gain=2.822e+12 1.95577e+13 1.1162e+14 5.58549e+13 5.21408e+13 4.10579e+13 8.12406e+13 5.60635e+13 7.68701e+13 3.70951e+13 5.3691e+13 5.20308e+13 6.19835e+13 9.4037e+13 4.49368e+13 3.44164e+13 3.3288e+13 3.29028e+13 3.17079e+13 2.83682e+13 2.6038e+13 3.30151e+13 2.59344e+13 2.38111e+13 2.04912e+13 7.3009e+13 2.14735e+14 1.78256e+14 2.56472e+14 1.01469e+14
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 100.05000000000001 1.5000000000000002 114.05000000000001 104.75000000000001 137.05000000000004 9.5000000000000018 12.500000000000002 54.725565150000001 54.708501450000007 91.050000000000011 85.91500000000002 5.5000000000000009 1.5000000000000002 63.005000000000003 3.5000000000000004 6.5000000000000009 76.00500000000001 59.810000000000009 4.5000000000000009 68.52500000000002 54.710000000000008 1.5000000000000002 30.160599000000001 10.500000000000002 59.755965500000009 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 19 6 9 -7 -9 10 11 15 13 14 -13 -2 23 -8 -16 -3 -12 -22 -18 -11 -4 26 27 28 -26 -29
right_child=1 2 24 -5 -6 7 17 8 -10 16 20 12 -14 -15 18 -17 22 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-89.562934421169373 22208.061817403199 -18219.746087036736 -202.3095192985555 -92885.061203104662 924.23512126014339 -93053.255255681826 174737.23676470589 -38124.664752692152 102223.90633061247 5908.3325961001465 11828.256132693408 422.34713977222714 -28362.2272946167 287402.16279761906 197394.59576322115 -30937.548206190128 -20645.07246152297 54830.288643973217 75934.902992691539 -55016.933952419706 20235.322446454582 -69337.833901079968 -336.71005248068275 33756.843533047759 420224.03487903229 322.74950011880986 3220.3923873448921 66330.290468845124 32634.397265625001 2032.5123930089612
leaf_weight=1938624 1102 3043 1201107 90 1680 99 34 148 53 2403 164 71 60 21 26 137 834 70 124 225 59 136 2556 352 31 1157479 6374 616 38 408
leaf_count=1938624 1102 3043 1201107 90 1680 99 34 148 53 2403 164 71 60 21 26 137 834 70 124 225 59 136 2556 352 31 1157479 6374 616 38 408
internal_value=0 72.9674 55.8538 -14813.1 -13393 4875.65 6213.18 -31456.2 -1117.33 5077.94 17289.7 25403.5 62622.1 85180.2 65964.6 16331.6 1302.12 94030.6 96987.9 -20753.2 -17538.2 -42236.2 -5332.93 9466.47 87.5141 386.334 10242.7 51194.7 206769 40711.6
internal_weight=0 2.37954e+06 2.37109e+06 5038 4948 8449 8149 300 201 8045 1900 1541 302 242 221 1239 6145 104 150 3268 359 195 3390 2755 2.36605e+06 1.16495e+06 7467 1093 69 1024
internal_count=4318164 2379540 2371091 5038 4948 8449 8149 300 201 8045 1900 1541 302 242 221 1239 6145 104 150 3268 359 195 3390 2755 2366053 1164946 7467 1093 69 1024
is_linear=0
shrinkage=0.1


Tree=1441
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 5 3 3 0 0 5 2 5 5 0 5 1 3 5 0 0 1 0 0 1 1 3 0 3
split_gain=3.12343e+12 3.04259e+13 1.69669e+13 6.68543e+13 3.33963e+13 3.15689e+13 5.15891e+13 4.67994e+13 3.15333e+13 3.06988e+13 5.47549e+13 3.25788e+13 3.0254e+13 3.01291e+13 3.48692e+13 3.43844e+13 7.61867e+13 6.00128e+13 4.32573e+13 2.99919e+13 2.98033e+13 3.37744e+13 2.81616e+13 3.84901e+13 2.60546e+13 8.64256e+13 2.51497e+13 3.88298e+13 2.49994e+13 2.49246e+13
threshold=34.010000000000012 35.505000000000003 55.039751500000008 55.07108800000001 82.784560750000011 82.981501350000016 18.050000000000004 18.500000000000004 10.500000000000002 55.518428350000008 55.769960200000007 32.475000000000001 19.500000000000004 30.990000000000006 30.405000000000005 43.642715500000008 32.355000000000011 39.718803500000007 11.500000000000002 21.015000000000004 54.934662400000008 54.959412650000012 47.554129950000011 55.806974650000008 55.034903650000011 82.963712850000022 82.902675200000019 24.500000000000004 55.030402950000003 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 6 -6 -7 -1 -5 19 12 29 14 24 16 18 -18 -15 -11 -17 -22 -13 -24 -10 -26 27 -8 -16 -12
right_child=1 -3 3 9 5 7 26 -9 13 10 11 22 -14 15 28 20 17 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=128.85136471225672 -1663.7426461264972 14.091031569320368 -10370.870619888681 -2017.3667743620285 -37855.427478603146 7825.7512068361993 7498.233980514633 -18070.85139279455 -3046.2861549990944 -462.79245886988178 -1169.8707868325337 379.96173318279574 -7975.8235989210243 -36255.750833763268 -12326.246004273851 -2056.1119127114498 62682.482105750649 -24994.221676239016 59830.003242900588 4634.7441586334289 27120.156830808221 3130.7393798190778 20832.711728541606 3717.6241346708507 -35044.390202252856 33208.216135475857 14594.549267744018 -32664.14910505795 -44880.627873347359 1235.7453640111689
leaf_weight=266761 111530 3494072 1015 46870 212 2243 2155 1013 37194 15295 125854 39527 5343 53 967 16260 97 400 404 47039 733 2944 1392 23445 795 242 8248 271 312 65478
leaf_count=266761 111530 3494072 1015 46870 212 2243 2155 1013 37194 15295 125854 39527 5343 53 967 16260 97 400 404 47039 733 2944 1392 23445 795 242 8248 271 312 65478
internal_value=0 -37.8084 191.313 640.902 7150.37 8407.9 10991.8 -231.146 -338.307 374.417 721.085 85.2132 -553.876 -2401.51 -4025.56 669.947 19216.2 -7882.27 48686.6 3383.95 -217.506 7912.96 2038.06 4676.85 -3482.19 -19116.6 11962 3011.83 -20267.6 -346.616
internal_weight=0 3.6056e+06 712562 385400 15157 14142 10886 3256 327162 370243 323373 261039 196675 60401 39510 20891 954 497 457 62334 19937 3677 64364 24837 38231 1037 10674 2426 1279 191332
internal_count=4318164 3605602 712562 385400 15157 14142 10886 3256 327162 370243 323373 261039 196675 60401 39510 20891 954 497 457 62334 19937 3677 64364 24837 38231 1037 10674 2426 1279 191332
is_linear=0
shrinkage=0.1


Tree=1442
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 1 1 1 4 1 3 0 0 0 0 3 0 1 0 0 3 3 4 5 1 1 3 0 0 0
split_gain=3.16973e+12 3.78864e+13 6.88397e+13 6.04849e+13 6.41625e+13 5.86632e+13 4.99021e+13 4.8831e+13 7.53929e+13 7.4069e+13 6.53003e+13 5.06512e+13 5.02342e+13 4.96646e+13 4.95428e+13 4.69241e+13 4.72724e+13 4.20707e+13 5.60802e+13 1.91101e+14 1.12541e+14 1.62134e+14 8.10023e+13 7.15253e+13 7.8077e+13 1.52419e+14 1.03302e+14 8.0154e+13 8.25597e+13 6.97258e+13
threshold=68.00500000000001 71.00500000000001 37.66934650000001 55.535913550000011 55.591389050000011 37.542000650000013 37.615058950000012 37.752451500000006 2.5000000000000004 37.737121850000008 19.500000000000004 55.645049100000001 57.692655200000004 55.91302515000001 55.701368300000006 8.5000000000000018 55.455204450000004 37.642309100000013 55.885524800000006 55.860536450000005 19.500000000000004 21.500000000000004 2.5000000000000004 69.015000000000015 37.457850350000008 37.559851850000008 9.5000000000000018 55.695992150000002 55.762622900000004 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -5 -7 8 9 10 -4 -11 -9 -13 -10 16 -2 18 19 20 23 22 -22 24 -6 27 -27 -26 -29 -20
right_child=1 -3 7 4 17 6 -8 12 14 11 -12 13 -14 -15 -16 -17 -18 -19 29 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=39.605159821282598 -24909.73194622924 92.742498159945157 1973.943366995366 18422.885539855382 -6732.4934406481298 100620.31910232845 -67345.850312500013 -2458.3801631920946 -28384.645676202643 486.84484186746988 -45913.650191045002 -104592.88335377302 -14594.535623363776 9255.9430208333342 21637.800784465511 -1156.451771966199 50897.040795617824 34908.330257470014 12129.246651296624 -58347.033220910089 125367.14487912004 7986.1078119992881 14098.473016672038 258.74084415092057 -59839.493559060167 96799.441927083346 -48664.657582150525 -293420.72273763025 -98895.958076171883 -3727.5978972907051
leaf_weight=3557887 1510 658145 676 1066 608 153 20 69373 292 83 492 258 3587 45 615 5142 87 422 8231 604 201 1414 97 2497 67 60 262 48 40 4182
leaf_count=3557887 1510 658145 676 1066 608 153 20 69373 292 83 492 258 3587 45 615 5142 87 422 8231 604 201 1414 97 2497 67 60 262 48 40 4182
internal_value=0 -185.341 -1977.33 2385.21 5149.38 27188.7 81202.3 -3522.36 -17376.8 -30748.5 -18197.9 -68725.5 -3055.04 -87684.6 5533.55 -5806.82 -20780 3691.7 2972.28 -5056.23 1023.8 22113.7 89148.8 -9056.04 -30492.9 -60778.7 -21559.5 -142253 -205000 6787
internal_weight=0 760277 102132 26711 19972 1239 173 75421 2461 1554 1168 386 72960 303 907 6739 1597 18733 18311 5898 5294 1712 298 3582 1085 477 322 155 88 12413
internal_count=4318164 760277 102132 26711 19972 1239 173 75421 2461 1554 1168 386 72960 303 907 6739 1597 18733 18311 5898 5294 1712 298 3582 1085 477 322 155 88 12413
is_linear=0
shrinkage=0.1


Tree=1443
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 4 1 1 5 1 5 0 1 5 0 5 1 1 3 5 0 3 5 1 1 5 3 1 3 5
split_gain=3.16461e+12 3.30971e+13 6.6373e+13 6.2926e+13 5.60764e+13 6.54956e+13 5.99984e+13 5.26394e+13 4.56853e+13 4.49495e+13 4.42628e+13 4.26204e+13 6.10102e+13 5.97231e+13 6.58144e+13 8.86983e+13 8.15312e+13 7.33985e+13 7.94727e+13 6.06674e+13 5.18321e+13 6.13433e+13 5.47845e+13 5.27012e+13 5.16643e+13 5.64673e+13 5.08209e+13 4.93238e+13 5.24658e+13 4.64474e+13
threshold=55.416472000000006 55.299834250000011 55.212972300000011 24.500000000000004 38.058342000000003 1.5000000000000002 37.792847950000002 61.284352600000013 87.395000000000024 37.767735350000002 55.005000000000003 55.120365700000008 61.463701450000009 36.005000000000003 55.173809400000003 68.52500000000002 60.837513500000007 61.396377350000009 16.500000000000004 116.06000000000002 55.160271200000004 19.500000000000004 65.045000000000016 61.284352600000013 61.365473900000005 109.05000000000001 6.5000000000000009 61.284352600000013 19.500000000000004 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 8 5 10 9 -5 -4 -7 -3 -1 13 -13 16 27 19 18 -18 -15 24 22 23 -22 25 -20 -19 -16 -29 -28
right_child=-2 4 3 7 -6 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 17 26 20 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-21.876942438538805 -91.531721485169953 470.88667785605531 -6003.1225363021986 158123.33351362182 480.31478814606163 14036.24588363001 43537.125462929689 23226.262510245186 -41867.670393073138 -10395.384467214908 -100229.32167080966 -1937.6218049829561 -3322.5102106639774 -1402.9714529896414 -3136.5768271055058 -8793.1139111717366 22611.076357587543 13664.733127075577 36482.872087801421 -103300.25019862289 47546.431519031525 -18649.459059500583 53490.150620425775 -30642.720266608041 6904.6503456784285 150419.51545720882 2989.806952550075 7421.9962166222795 -20230.856548479107 -31606.980033385931
leaf_weight=2138938 2014820 5477 16483 39 32985 6725 625 112 363 848 44 17777 17293 6040 7114 6625 7267 5429 208 59 128 1306 269 264 582 55 8778 20395 710 406
leaf_count=2138938 2014820 5477 16483 39 32985 6725 625 112 363 848 44 17777 17293 6040 7114 6625 7267 5429 208 59 128 1306 269 264 582 55 8778 20395 710 406
internal_value=0 80.0662 25.5329 -6199.88 2715 8087.92 13758.1 58067.2 -6775.94 11300.5 -331.651 72.7785 2083.23 3203.95 4596.52 1619.78 7965.08 10522.5 17087.4 -2388.7 2812.57 -6085.96 18736.9 -5111.57 23526.6 60309.9 5994.52 4064.43 6491.72 1460.38
internal_weight=0 2.30334e+06 2.25664e+06 16997 46704 13719 8198 151 16846 7573 5521 2.23964e+06 100705 83412 65635 34844 30791 24692 10079 6099 2812 1967 661 392 845 263 14613 28219 21105 9184
internal_count=4318164 2303344 2256640 16997 46704 13719 8198 151 16846 7573 5521 2239643 100705 83412 65635 34844 30791 24692 10079 6099 2812 1967 661 392 845 263 14613 28219 21105 9184
is_linear=0
shrinkage=0.1


Tree=1444
num_leaves=31
num_cat=0
split_feature=5 4 6 0 3 2 3 0 3 5 1 0 2 0 3 0 0 1 1 1 0 5 0 1 1 3 5 3 0 0
split_gain=3.41455e+12 1.8271e+13 7.58485e+13 3.44486e+13 3.31094e+13 3.37362e+13 3.00423e+13 3.0023e+13 2.55049e+13 2.5159e+13 2.32883e+13 2.98861e+13 4.86327e+13 4.91098e+13 4.85695e+13 6.12859e+13 2.81299e+13 6.1982e+13 3.83253e+13 2.70578e+13 2.77696e+13 2.67703e+13 7.00047e+13 3.69699e+13 3.02921e+13 3.10047e+13 1.12892e+14 3.33956e+13 3.32712e+13 3.81417e+13
threshold=39.005000000000003 1.5000000000000002 1.5000000000000002 55.034903650000011 23.500000000000004 10.500000000000002 3.5000000000000004 55.975961550000008 31.500000000000004 31.415000000000003 39.714575750000009 55.924336300000007 16.500000000000004 55.820531900000013 15.500000000000002 59.853570100000006 43.514103700000014 40.810045900000013 49.964253350000007 30.243224600000001 59.834458500000004 37.505000000000003 55.591389050000011 37.752451500000006 37.328003200000005 8.5000000000000018 16.850000000000005 20.500000000000004 55.834684950000003 55.727011600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 -4 -7 -6 -5 11 12 21 -14 15 -13 17 -12 -18 -16 -21 22 -8 24 -24 26 -26 -27 29 -28
right_child=-2 2 6 4 8 7 10 -9 -10 -11 16 14 13 -15 19 -17 18 -19 -20 20 -22 -23 23 -25 25 27 28 -29 -30 -31
leaf_value=227.24238555678346 -54.984509923521586 -2264.002371398135 583.59296531877055 -19449.168916973038 -5611.0794025299901 47562.492303000712 -4602.2273174638858 14683.26734316685 56448.68083984375 13348.450149302796 47093.903836471975 -17999.845358514653 35581.136964666191 205931.96781250002 19161.970771019343 17050.335799028115 -13992.986761861266 -12712.549289071845 -4366.8354147335222 11184.931484799592 -41574.239003847892 -6210.2397453078374 -17518.643563422604 -1417.1017605188651 266523.10442968755 22580.734346821926 92509.744986979174 129462.90911458334 127652.34559151786 -15935.38292480469
leaf_weight=1142370 3123815 2605 13555 255 1227 550 3226 561 70 2825 296 1063 110 20 105 940 6841 418 10460 115 753 3819 138 645 25 1144 48 30 35 100
leaf_count=1142370 3123815 2605 13555 255 1227 550 3226 561 70 2825 296 1063 110 20 105 940 6841 418 10460 115 753 3819 138 645 25 1144 48 30 35 100
internal_value=0 143.812 -1689.79 7205.66 11700.6 16021.6 -3330.19 30960.1 -2261.67 10633.1 -5079.27 -1728.02 1052.61 61789 -10454.9 -1550.93 -7370.37 12081.2 -8173.12 -28784.3 -34584.3 195.309 4733.02 18643.2 27155.6 31616.6 67201.1 25312 39971.4 19236
internal_weight=0 1.19435e+06 51979 8093 5488 4191 43886 1111 1297 3080 30331 12316 9340 130 2976 2003 18015 714 17301 973 868 9210 5391 2165 1520 1382 208 1174 183 148
internal_count=4318164 1194349 51979 8093 5488 4191 43886 1111 1297 3080 30331 12316 9340 130 2976 2003 18015 714 17301 973 868 9210 5391 2165 1520 1382 208 1174 183 148
is_linear=0
shrinkage=0.1


Tree=1445
num_leaves=31
num_cat=0
split_feature=0 6 3 1 1 5 5 1 3 0 0 0 3 1 0 0 1 0 1 1 5 1 0 1 5 0 1 0 0 3
split_gain=3.02569e+12 3.20635e+13 7.42205e+13 8.834e+13 1.52448e+14 1.32188e+14 1.01867e+14 8.40916e+13 1.02647e+14 8.49376e+13 1.96741e+14 7.39172e+13 7.30991e+13 1.27267e+14 8.94392e+13 7.75238e+13 7.22965e+13 6.71413e+13 1.03023e+14 7.37429e+13 1.21047e+14 7.50358e+13 6.66148e+13 6.43851e+13 6.39724e+13 6.0692e+13 7.58576e+13 6.37341e+13 6.7577e+13 6.31565e+13
threshold=54.762542150000009 1.5000000000000002 18.500000000000004 39.027779200000005 45.148007750000012 52.020000000000003 88.015000000000015 39.188277450000008 22.500000000000004 51.67657710000001 45.098908000000009 51.67657710000001 8.5000000000000018 39.262370300000008 51.717367500000009 52.719210700000012 38.975980350000007 54.708501450000007 56.135466100000009 33.101335500000005 95.020000000000024 20.507360500000004 44.998833400000002 39.011252750000004 91.050000000000011 51.83362145000001 50.158868250000005 50.565831500000009 43.056445700000005 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 5 -5 11 8 16 10 22 -7 15 -14 -15 -13 -4 19 -19 20 -3 -22 -10 -1 -9 27 -27 28 -6 -28
right_child=-2 17 7 4 25 6 -8 24 9 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=5.2821342556687396 -53.720797034475687 -12373.455426998313 5409.6325983015477 2906.7182031632315 -4076.9691434563993 11737.216334593646 -1367.2166643866826 -4277.9109636717076 27121.475740465234 -17882.212649690049 40664.514846918697 139211.72024336283 -2136.9119507618029 51358.29346610848 18676.202860279322 14427.700810876053 -8548.6981792742536 8006.6959444558661 -5438.9055753123394 -202.73984851804008 -176988.60633445947 715.52035714285716 2801.5465794331521 -12926.918533473312 -24849.345950960364 13536.3830027488 -9737.0329789280004 -15412.755185610811 21671.355845950628 2518.2472433825274
leaf_weight=51326 3058474 2616 5838 36166 9999 20176 4865 30694 1268 1150 1853 113 1434 1525 1857 89 10183 22239 7662 997091 74 35 10077 4162 1590 4869 5352 4630 1135 19622
leaf_count=51326 3058474 2616 5838 36166 9999 20176 4865 30694 1268 1150 1853 113 1434 1525 1857 89 10183 22239 7662 997091 74 35 10077 4162 1590 4869 5352 4630 1135 19622
internal_value=0 130.432 1198 2297.31 3915.84 6979.79 11880.4 -1737.8 2039.52 8182.88 10454.1 14438.5 25299.7 22827.8 33413.1 84232.6 -3462.33 -107.994 4561.32 -247.637 -16675.6 -119928 5519.72 -964.726 -5291.06 -533.264 2118.05 -5552.5 -1452.18 -108.095
internal_weight=0 1.25969e+06 229973 167320 111832 66225 30059 62653 30369 14348 13198 25194 5018 4816 3382 202 16021 1.02972e+06 29901 999816 2725 109 11345 55488 32284 45607 29843 15764 11134 24974
internal_count=4318164 1259690 229973 167320 111832 66225 30059 62653 30369 14348 13198 25194 5018 4816 3382 202 16021 1029717 29901 999816 2725 109 11345 55488 32284 45607 29843 15764 11134 24974
is_linear=0
shrinkage=0.1


Tree=1446
num_leaves=31
num_cat=0
split_feature=1 0 1 5 1 3 3 0 0 2 5 5 0 3 2 5 4 1 0 5 3 0 0 3 0 3 5 0 0 3
split_gain=3.28453e+12 2.4284e+13 4.88835e+13 2.97408e+13 2.30749e+13 2.72282e+13 3.05011e+13 3.61586e+13 4.06945e+13 3.34295e+13 3.14745e+13 2.85348e+13 2.67377e+13 2.08472e+13 3.67804e+13 3.5409e+13 2.03648e+13 2.01637e+13 1.91745e+14 7.94855e+13 6.43225e+13 8.9359e+13 1.07008e+14 7.52975e+13 8.49035e+13 6.81121e+13 6.61718e+13 4.91136e+13 7.47099e+13 4.5823e+13
threshold=39.704585000000002 63.563300600000012 33.101335500000005 76.00500000000001 39.714575750000009 14.500000000000002 21.500000000000004 47.208883950000008 47.228519500000004 12.500000000000002 51.815000000000005 114.05000000000001 47.222459950000008 15.500000000000002 13.500000000000002 83.010000000000005 4.5000000000000009 39.488326500000007 47.297889100000013 53.995000000000012 19.500000000000004 47.208883950000008 47.272352350000006 24.500000000000004 47.236539400000005 21.500000000000004 105.35000000000001 43.642715500000008 44.226894250000008 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 -3 -4 5 16 7 9 10 -7 -9 -10 -8 -12 15 -15 -2 -1 20 -20 -19 27 23 24 -23 29 -24 -22 -29 -26
right_child=4 2 3 -5 -6 6 12 8 11 -11 13 -13 -14 14 -16 -17 -18 18 19 -21 21 22 26 -25 25 -27 -28 28 -30 -31
leaf_value=-18.848893021537119 1291.2237727467584 6830.1103850263235 -24620.614921392789 -139770.0440896739 50.090150358915871 -55262.525891113284 29448.628327171304 7512.7717410356581 20608.442198420282 47608.273686079548 33444.128495065794 -47594.441333007817 -3193.706465648429 85652.150795200898 7936.4669989224149 209758.02816506411 63412.040344007968 1910.4181781028599 -7181.4707119555824 -24273.538317808063 -163655.25910326088 5312.3577177670686 -17772.626451289685 -6032.0801784746909 1443.7238548422761 23962.010165876116 -121065.31628112793 122450.39144222863 -18412.852571629945 106538.696998732
leaf_weight=1743170 12282 752 905 23 2475491 112 299 78 1478 44 57 64 1561 56 29 39 53 55383 7382 4309 23 3469 2005 3773 53 875 64 38 4106 191
leaf_count=1743170 12282 752 905 23 2475491 112 299 78 1478 44 57 64 1561 56 29 39 53 55383 7382 4309 23 3469 2005 3773 53 875 64 38 4106 191
internal_value=0 -101.863 -12119.1 -27474.5 74.6717 3842.1 11222.9 19937.7 23938.2 -26247.7 60616 17777.7 2053.64 83500.3 106510 136601 1558.14 -90.7998 -1626.51 -13481.2 353.958 -5551.46 -606.002 4432.69 13038.5 36990.3 -20967.8 -17930 -17121.2 83710.7
internal_weight=0 1.82652e+06 1680 928 2.49164e+06 16152 3817 1957 1801 156 259 1542 1860 181 124 95 12335 1.82484e+06 81671 11691 69980 14597 10430 8361 4588 1119 2069 4167 4144 244
internal_count=4318164 1826521 1680 928 2491643 16152 3817 1957 1801 156 259 1542 1860 181 124 95 12335 1824841 81671 11691 69980 14597 10430 8361 4588 1119 2069 4167 4144 244
is_linear=0
shrinkage=0.1


Tree=1447
num_leaves=31
num_cat=0
split_feature=3 6 0 0 5 3 1 5 3 1 0 0 1 0 0 5 5 0 0 5 5 0 1 1 5 1 1 1 0 0
split_gain=3.23541e+12 5.88084e+13 7.94841e+13 1.0408e+14 1.32893e+14 1.78487e+14 1.04185e+14 8.89423e+13 5.94949e+13 1.38751e+14 1.85448e+14 2.38831e+14 1.47644e+14 2.0815e+14 1.47567e+14 1.51676e+14 1.31351e+14 1.25394e+14 2.22607e+14 1.11772e+14 8.68032e+13 8.38153e+13 8.35599e+13 9.89409e+13 1.63589e+14 7.49898e+13 1.03241e+14 1.28814e+14 1.74828e+14 1.45477e+14
threshold=8.5000000000000018 1.5000000000000002 55.078308950000007 55.110554300000004 65.905000000000015 5.5000000000000009 82.837870700000011 78.710000000000022 7.5000000000000009 37.620907050000007 55.74310830000001 56.911498950000002 37.582182450000005 55.708120100000009 55.777112100000004 73.995000000000019 45.305000000000007 55.745923000000012 55.777112100000004 42.895000000000003 102.01000000000001 55.664473600000008 37.559851850000008 37.516458750000005 59.810000000000009 30.259484550000003 30.388336800000001 30.362552800000003 59.939091550000008 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -5 12 21 -12 17 -14 15 16 -15 20 19 -19 -10 -11 23 -21 -25 -20 27 28 29 -27
right_child=-2 2 3 8 5 6 7 -9 9 10 11 -13 13 14 -16 -17 -18 18 25 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-2141.6570369179649 -58.576113942744215 -488.55843424030894 7056.3305923933221 766.93636939689566 19052.552996223803 30413.001096256223 297820.13639705884 120468.30503510975 33115.72917263212 -9472.6154130655341 22610.881964597054 -10624.621860810123 -33649.630592405643 93856.86794890117 17011.972490307799 -119053.3234375 239414.23895625002 36466.074510261198 -8245.3456290716549 -94619.720799211776 168284.75599988044 -57421.126450204851 14414.624680397726 -440483.51650000003 -85484.420775462975 3518.4869843377005 5439.541397739511 109341.468399196 47628.07376530319 -129790.26341274753
leaf_weight=105306 2961821 617391 8883 603953 841 113 34 168 1562 694 3820 4982 154 123 133 20 125 67 1693 140 49 768 44 25 27 432 3348 206 1141 101
leaf_count=105306 2961821 617391 8883 603953 841 113 34 168 1562 694 3820 4982 154 123 133 20 125 67 1693 140 49 768 44 25 27 432 3348 206 1141 101
internal_value=0 127.912 318.952 1105.75 11206.9 43100.7 107305 150320 943.137 6357.67 -1678.85 3799.33 15142.2 65172.4 103124 145859 167222 11999.4 6373.46 -77523 37227 -34660.3 -109884 -138369 -256157 10046.4 15969.9 34722.9 25540.5 -21742.6
internal_weight=0 1.35634e+06 1.25104e+06 633646 10039 1156 315 202 623607 19654 10264 8802 9390 555 401 268 248 8835 7224 303 1611 1462 236 192 52 6921 5228 1880 1674 533
internal_count=4318164 1356343 1251037 633646 10039 1156 315 202 623607 19654 10264 8802 9390 555 401 268 248 8835 7224 303 1611 1462 236 192 52 6921 5228 1880 1674 533
is_linear=0
shrinkage=0.1


Tree=1448
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 5 1 1 0 1 1 3 0 6 0 5 1 4 5 5 5 1 5 0 0 1 2 1 1 3
split_gain=3.86189e+12 2.98512e+13 9.16924e+13 9.13043e+13 5.80547e+13 1.37674e+14 1.75915e+14 7.57967e+13 7.72323e+13 1.10933e+14 1.33846e+14 9.44859e+13 6.01698e+13 1.50084e+14 7.50403e+13 6.01845e+13 6.14877e+13 6.31289e+13 5.65259e+13 5.18384e+13 6.5067e+13 5.00959e+13 4.87571e+13 4.85089e+13 6.66023e+13 4.61217e+13 5.68378e+13 4.85438e+13 4.56256e+13 1.09954e+14
threshold=54.762542150000009 54.947737500000009 83.140147550000009 54.934662400000008 82.957885500000017 46.405000000000008 56.135466100000009 37.417247200000006 54.864040150000001 54.845880150000006 38.911476500000006 14.500000000000002 54.934662400000008 1.5000000000000002 54.940316550000006 56.005000000000003 82.97193200000001 2.5000000000000004 92.035000000000011 123.15000000000002 100.05000000000001 20.507360500000004 87.395000000000024 54.940316550000006 54.943649450000002 82.970752000000019 8.5000000000000018 82.961358250000018 61.463701450000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 23 7 21 9 10 11 18 -6 14 -14 -15 17 -17 -9 20 28 -7 25 -2 -25 27 -27 -19 -8 -30
right_child=1 -3 3 -5 12 6 19 8 -10 -11 -12 -13 13 15 -16 16 -18 22 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=147.35712213477709 -1497.2512714878474 34.470900250743036 -21109.782600402832 29782.631620776199 4359.2908325004382 15258.403447992172 -36830.395381343034 -10652.47866387148 10850.126523338446 3004.0720271259897 -60725.41095573012 89524.616444689163 58158.348901583246 -3562.7337649279298 485.6085665141037 -15873.005901615672 -25642.130037993385 -15547.252418102604 -132668.88605769232 94738.983369140638 -95486.43356647664 -20296.180287804193 -26063.910595342502 21281.343040200241 -489.29288633119188 -21443.392670232599 61342.770490451396 13588.903845333201 72351.067305324395 -17543.739644953261
leaf_weight=1259690 32300 2798789 443 1726 23455 457 1214 1434 4954 4942 683 94 226 25119 129911 5789 2596 707 39 40 111 2983 677 2380 3431 1056 90 2991 138 9699
leaf_count=1259690 32300 2798789 443 1726 23455 457 1214 1434 4954 4942 683 94 226 25119 129911 5789 2596 707 39 40 111 2983 677 2380 3431 1056 90 2991 138 9699
internal_value=0 -60.6918 -1086.32 19388.3 -1258.77 -3845.47 -9339.12 -2469.05 1242.2 -5375.94 -23782.2 -7679.92 -387.232 -1045.36 585.765 -6484.67 -11762.7 -8576.92 -13883.1 -18897.9 -19305.1 -15572.8 -926.669 15.9958 8427.26 2586.53 -14941.9 8018.52 -18539.9 -16282.6
internal_weight=0 3.05847e+06 259685 2169 257516 64899 26788 15586 12146 7192 2250 1567 192617 169162 130137 39025 13906 11310 1473 11202 11162 3440 5521 38111 5811 4844 1146 3698 11051 9837
internal_count=4318164 3058474 259685 2169 257516 64899 26788 15586 12146 7192 2250 1567 192617 169162 130137 39025 13906 11310 1473 11202 11162 3440 5521 38111 5811 4844 1146 3698 11051 9837
is_linear=0
shrinkage=0.1


Tree=1449
num_leaves=31
num_cat=0
split_feature=0 5 5 1 3 3 1 5 5 3 0 0 3 0 0 1 0 1 6 0 0 1 6 5 1 0 0 3 4 0
split_gain=3.54304e+12 3.20313e+13 5.98637e+13 6.94594e+13 1.09915e+14 7.63844e+13 6.52789e+13 7.04316e+13 6.21045e+13 8.11082e+13 7.03547e+13 7.83332e+13 6.11434e+13 9.35831e+13 6.69306e+13 1.53608e+14 6.94914e+13 6.45842e+13 6.10311e+13 8.27245e+13 7.80542e+13 6.77344e+13 5.56728e+13 6.92028e+13 5.70337e+13 5.52546e+13 6.07148e+13 5.4537e+13 8.99402e+13 8.805e+13
threshold=55.416472000000006 58.305000000000007 62.015000000000008 38.422276900000007 9.5000000000000018 22.500000000000004 30.362552800000003 59.510000000000012 59.245000000000012 10.500000000000002 55.657530000000008 55.645049100000001 18.500000000000004 60.029906750000002 60.003414000000006 30.425002000000003 59.939091550000008 37.542000650000013 1.5000000000000002 55.87722990000001 59.932719750000011 37.516458750000005 1.5000000000000002 60.905000000000008 30.226173900000003 60.003414000000006 59.896318000000008 16.500000000000004 2.5000000000000004 55.795550600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 12 25 -8 -5 -10 11 -11 22 14 16 -16 17 18 19 21 -21 -14 27 24 -24 26 -7 28 -6 -29
right_child=1 2 -4 8 5 6 7 -9 9 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=84.718328081264261 -372.06490444978579 -1019.9721097055316 -2.7159509307039951 5722.960507257877 5033.0998386191995 -5078.028340160341 -7910.9666917634668 9085.7636224323978 833.45035843605865 22630.890569196432 -7825.9006578214612 -229187.70000000001 66021.082463401035 -21612.057262443777 143004.37884967672 -4942.6507561178769 -27521.781465480643 10533.39808510329 17104.8074202795 9788.4220546735996 110095.73717881944 208765.09357142859 -19891.895253596231 3364.6077982708443 19838.461170166524 -268.65174431990857 -57382.036555956845 -22837.136108051531 47222.156512896101 8768.7001762307245
leaf_weight=2303344 1364650 23279 518512 14457 9104 401 3488 8099 34509 21 13634 30 662 495 145 136 276 1914 1052 562 90 35 378 5093 8186 1054 497 1777 535 1749
leaf_count=2303344 1364650 23279 518512 14457 9104 401 3488 8099 34509 21 13634 30 662 495 145 136 276 1914 1052 562 90 35 378 5093 8186 1054 497 1777 535 1749
internal_value=0 -96.8501 480.802 2385.05 4573.62 7421.17 1119.27 3969.29 -25.5436 -1749.95 -8264.43 -125498 10071.8 19815 24024 71400.1 21124.3 24235.8 35159 49238.3 23634.5 73189 8122.23 12595.3 18084.8 -15798.3 -34025.8 3481.96 7374.75 -7159.71
internal_weight=0 2.01482e+06 650170 131658 69007 45728 13539 11587 62651 48194 13685 51 32189 5367 4872 281 4591 4315 2401 1349 652 697 26822 13657 8564 1952 898 13165 9639 3526
internal_count=4318164 2014820 650170 131658 69007 45728 13539 11587 62651 48194 13685 51 32189 5367 4872 281 4591 4315 2401 1349 652 697 26822 13657 8564 1952 898 13165 9639 3526
is_linear=0
shrinkage=0.1


Tree=1450
num_leaves=31
num_cat=0
split_feature=5 5 1 0 6 1 0 1 1 0 0 0 1 1 2 2 1 1 6 1 1 0 3 1 2 1 5 1 4 1
split_gain=3.54761e+12 1.52494e+13 4.21396e+13 5.26263e+13 4.20921e+13 3.71392e+13 2.73335e+13 3.01071e+13 3.62624e+13 2.86715e+13 2.46928e+13 2.67175e+13 6.33983e+13 1.63084e+14 5.31474e+13 6.30453e+13 3.24537e+13 2.46439e+13 2.45842e+13 3.00765e+13 2.44125e+13 2.34487e+13 2.33561e+13 2.233e+13 2.08294e+13 4.49723e+13 2.05744e+13 2.04301e+13 2.51634e+13 2.02508e+13
threshold=42.005000000000003 43.205000000000005 38.058342000000003 59.939091550000008 1.5000000000000002 82.897133550000021 59.896318000000008 30.315880100000005 30.323743050000001 56.054485600000007 55.762622900000004 55.777112100000004 37.615058950000012 37.582182450000005 18.500000000000004 10.500000000000002 37.66934650000001 37.726745000000001 1.5000000000000002 30.323743050000001 83.015546400000019 43.592450450000008 13.500000000000002 30.502469200000004 1.5000000000000002 83.053286850000021 42.605000000000011 30.243224600000001 1.5000000000000002 49.236330900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 29 21 9 -8 -9 10 -2 12 13 14 15 22 -14 -18 19 27 -7 -6 -12 -10 25 -22 -17 28 -5 -4
right_child=1 -3 4 18 5 20 7 8 23 -11 11 -13 16 -15 -16 26 17 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=118.08872966740253 2132.5191175755326 -16.298453126607225 -2462.0172349102686 -26531.494333718045 13599.603373507038 5536.1619831074386 -1180.1652895005843 150331.69821777343 32997.984564128084 -3901.0555511654538 21940.289400978698 7570.2824684256111 -145009.38928571431 262744.47784090909 76613.240938260962 7349.5447916666672 80172.046289062506 -35200.215467062117 -2790.4322844838216 -4714.0023031685478 -40047.08321497991 -2636.2119727425293 129575.71598307294 -11532.256088324653 961.62090090063941 -2103.7773948219215 -103023.52155975878 -46232.985438487296 50225.257149174533 -9256.384160055175
leaf_weight=1600872 14558 2586493 7393 220 903 11633 535 24 679 5046 126 6412 21 33 154 24 24 81 2753 749 416 59730 24 135 6519 1254 57 455 53 10788
leaf_count=1600872 14558 2586493 7393 220 903 11633 535 24 679 5046 126 6412 21 33 154 24 24 81 2753 749 416 59730 24 135 6519 1254 57 455 53 10788
internal_value=0 -69.5711 -1123.01 2020.26 -2147.97 -1165.96 3594.37 17352.8 29184.7 2883.14 4474.34 9375.46 30652.7 49395.6 31108.5 772.043 -31526.1 -8829.41 -8374.43 -18782.5 2591.73 -2394.41 39162 25612.7 -1591.03 -11555.5 -70320.4 -33256.9 -11630 -6493.57
internal_weight=0 2.71729e+06 130799 32163 98636 80455 27933 1373 838 26560 21514 6956 544 418 385 231 126 105 4230 1477 19822 60633 150 814 8189 1670 81 728 273 18181
internal_count=4318164 2717292 130799 32163 98636 80455 27933 1373 838 26560 21514 6956 544 418 385 231 126 105 4230 1477 19822 60633 150 814 8189 1670 81 728 273 18181
is_linear=0
shrinkage=0.1


Tree=1451
num_leaves=31
num_cat=0
split_feature=1 0 1 5 1 4 3 3 0 3 5 5 0 5 2 0 2 0 0 1 1 5 0 0 3 1 1 5 5 1
split_gain=3.74012e+12 1.96771e+13 3.95957e+13 2.41166e+13 1.85576e+13 2.29296e+13 2.21656e+13 3.27019e+13 3.81171e+13 3.38237e+13 3.08566e+13 3.70685e+13 2.87235e+13 2.6151e+13 2.38835e+13 2.38058e+13 2.11826e+13 2.00475e+13 6.02552e+13 1.18045e+14 1.83899e+14 1.16922e+14 1.14117e+14 1.12612e+14 2.12148e+14 1.55911e+14 1.02627e+14 9.65186e+13 8.7148e+13 8.62679e+13
threshold=39.704585000000002 63.563300600000012 33.101335500000005 76.00500000000001 39.714575750000009 4.5000000000000009 15.500000000000002 18.500000000000004 47.222459950000008 26.500000000000004 123.15000000000002 80.815000000000012 47.228519500000004 91.050000000000011 17.500000000000004 47.208883950000008 14.500000000000002 56.121679000000007 55.86787755000001 91.910414550000013 50.388877400000005 70.50500000000001 56.054485600000007 55.842510000000011 15.500000000000002 48.712293450000011 47.554129950000011 59.510000000000012 40.005000000000003 53.243495500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 16 10 9 14 11 15 -13 -11 -9 -8 -2 18 23 20 21 -20 29 -6 25 26 -25 -26 -27 -22
right_child=4 2 3 -5 17 -7 7 8 -10 13 -12 12 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 27 28 -28 -29 -30 -31
leaf_value=-98.739608611342831 1140.3917357858168 6128.1244037547012 -22176.126728940511 -125867.68828125001 -53.60419278844472 64652.611393762811 -28927.407729388298 86157.799450967475 -2335.7356428471862 19811.038266573338 -64607.438533100336 138031.32687322443 45933.319250239161 -89605.584187500004 -17269.391406250001 24144.388148407495 101657.50052083335 542.23480722612317 -1795.3602151962257 344.89457498804632 -21345.654556055229 -21228.567328261779 -14797.231640808153 -46480.320066844026 -5091.7825621164429 10239.94973637453 3714.9011313263359 -51728.002646004403 30251.506741300851 -69132.105473571006
leaf_weight=1824841 12674 752 905 23 1723975 61 94 129 1881 173 38 44 147 25 27 838 21 634779 30566 59010 724 3445 4806 435 1089 4167 6401 749 4555 790
leaf_count=1824841 12674 752 905 23 1723975 61 94 129 1881 173 38 44 147 25 27 838 21 634779 30566 59010 724 3445 4806 435 1089 4167 6401 749 4555 790
internal_value=0 -108.698 -10926.2 -24746.1 79.6824 3458.27 3226.29 10402.3 3329.63 33432.9 24017.5 27016.4 67149.6 5995.81 68256.9 18791.7 1306.67 57.6379 -109.478 -2504.92 -6674.61 -3763.76 -22339.3 27.1764 8032.67 11828.4 520.793 -24096.4 20690.8 -46280.5
internal_weight=0 1.82652e+06 1680 928 2.49164e+06 16152 16091 3396 2235 354 1161 1123 191 198 156 932 12695 2.47549e+06 1.84071e+06 99341 40331 34011 6320 1.74137e+06 17396 15558 6836 1838 8722 1514
internal_count=4318164 1826521 1680 928 2491643 16152 16091 3396 2235 354 1161 1123 191 198 156 932 12695 2475491 1840712 99341 40331 34011 6320 1741371 17396 15558 6836 1838 8722 1514
is_linear=0
shrinkage=0.1


Tree=1452
num_leaves=31
num_cat=0
split_feature=0 5 5 0 1 0 5 1 1 3 1 1 5 3 0 3 1 1 0 3 3 6 1 1 5 5 5 5 1 5
split_gain=3.25678e+12 3.17274e+13 9.34141e+13 5.903e+13 5.89328e+13 4.25678e+13 8.58929e+13 5.60831e+13 5.5936e+13 5.76683e+13 6.64512e+13 4.75481e+13 4.61694e+13 4.58105e+13 4.48935e+13 6.65643e+13 4.04944e+13 7.81058e+13 1.06718e+14 8.66396e+13 7.47608e+13 8.02249e+13 7.13306e+13 6.79311e+13 6.42502e+13 9.11816e+13 5.51642e+13 5.44808e+13 5.01531e+13 6.03005e+13
threshold=55.416472000000006 59.245000000000012 60.005000000000003 55.050600750000008 49.964253350000007 55.061033200000004 36.515000000000008 39.188277450000008 61.284352600000013 5.5000000000000009 82.888608650000023 86.067573200000012 58.305000000000007 24.500000000000004 55.160271200000004 5.5000000000000009 37.914142000000005 37.342273500000012 55.212972300000011 8.5000000000000018 9.5000000000000018 1.5000000000000002 37.792847950000002 37.39371280000001 86.810000000000016 94.040000000000006 69.610000000000014 77.00500000000001 38.096381250000007 71.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7 13 -9 10 -10 12 -12 14 15 -8 17 26 19 24 -21 -22 23 -20 -19 -26 -4 -24 29 -18
right_child=-2 2 16 4 -6 6 7 8 9 -11 11 -13 -14 -15 -16 -17 28 18 22 20 21 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=146.50709449218641 -92.855200256310084 -3137.2352706623287 -4951.5438447916786 9584.1011074022317 -15929.18703723056 -1386.9264571390463 6494.6928274521215 -4031.5759515946502 10805.664949971546 1267.3788320289493 -2695.5667399704944 12786.068074068151 25629.748779417539 93452.5710015191 5309.0760620505553 31029.766118833417 -1974.6643962095998 -27938.72785068044 148739.53789062501 3671.0399287128985 6992.4049157407708 -17538.081503265952 23256.761437211055 1925.2922533207345 39833.43886102589 -20290.190737202447 2499.5415416528544 100096.64698676794 15.249682490796818 18480.828355692633
leaf_weight=1434974 2014820 44207 15452 1044 6818 56674 2659 11910 17435 53374 11070 3057 607 63 14444 1893 2606 3803 32 4857 1709 6063 267 2084 371 788 27835 141 573883 3224
leaf_count=1434974 2014820 44207 15452 1044 6818 56674 2659 11910 17435 53374 11070 3057 607 63 14444 1893 2606 3803 32 4857 1709 6063 267 2084 371 788 27835 141 573883 3224
internal_value=0 81.2239 -483.261 -4557.17 -12541.3 325.242 1806.2 3359.4 2389.15 3283.1 6627.53 1683.48 -1223.15 8320.51 8038.17 16697.9 -153.422 -2552.85 -7701.69 -10460.7 -6061.69 -12144 11527.4 4145.55 -21656.9 -1044.4 -160.245 49811.7 108.998 9337.26
internal_weight=0 2.30334e+06 695184 52069 7862 1.60816e+06 173186 116512 97453 85543 32169 14734 11677 19059 18996 4552 643115 63402 20115 17591 12629 7772 2524 2116 4962 1159 43287 408 579713 5830
internal_count=4318164 2303344 695184 52069 7862 1608160 173186 116512 97453 85543 32169 14734 11677 19059 18996 4552 643115 63402 20115 17591 12629 7772 2524 2116 4962 1159 43287 408 579713 5830
is_linear=0
shrinkage=0.1


Tree=1453
num_leaves=31
num_cat=0
split_feature=0 0 3 6 3 1 1 1 1 1 4 5 3 1 5 5 3 3 3 3 1 2 5 3 4 5 0 1 5 2
split_gain=3.29644e+12 3.03152e+13 3.07215e+13 3.13872e+13 4.61004e+13 4.52199e+13 3.29217e+13 4.22525e+13 3.11387e+13 6.00613e+13 3.13913e+13 3.78669e+13 3.3901e+13 2.6871e+13 2.58591e+13 2.44652e+13 2.37509e+13 2.3425e+13 3.41498e+13 3.0867e+13 6.01363e+13 2.98018e+13 2.51408e+13 4.13509e+13 2.71899e+13 2.40688e+13 2.33587e+13 6.32064e+13 6.96585e+13 3.12877e+13
threshold=47.236539400000005 47.222459950000008 3.5000000000000004 1.5000000000000002 11.500000000000002 39.718803500000007 39.753614400000011 39.767857750000005 39.767857750000005 39.718803500000007 4.5000000000000009 120.05000000000001 8.5000000000000018 39.630124250000001 118.33500000000002 40.405000000000008 24.500000000000004 8.5000000000000018 11.500000000000002 16.500000000000004 39.739656000000004 3.5000000000000004 91.050000000000011 15.500000000000002 2.5000000000000004 71.715000000000018 47.228519500000004 39.739656000000004 69.610000000000014 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 -4 -6 -7 -8 9 -5 11 14 -13 -3 15 -11 -10 -17 25 20 22 -21 24 -24 -20 -19 27 28 -23 -30
right_child=-2 2 3 8 5 6 7 -9 16 10 -12 12 -14 -15 -16 17 -18 18 19 21 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=49.161180366511957 -38.725077092535351 33185.114644313508 27469.031737625839 3676.4530386102629 -15072.799990693262 18725.393045270124 -22955.035406656185 14162.391254866465 -7054.4635523036923 -102.58913828241921 -78924.394151785717 167139.40697115386 43450.720026041672 -10855.842320085991 -67613.849712171053 5915.5901788530373 32058.551005988844 25638.474299102469 -23679.906956827952 -31889.892070312504 41897.678313108358 23504.812846966914 -58339.935011574082 109699.62478027344 -94456.269832835475 54153.86135666538 15397.335260065325 15086.260821328389 194134.05816271552 79171.716679687495
leaf_weight=674462 3609165 148 447 18630 2579 931 678 560 2628 877 35 26 150 2167 38 1158 165 970 269 95 183 85 27 32 68 426 769 298 58 40
leaf_count=674462 3609165 148 447 18630 2579 931 678 560 2628 877 35 26 150 2167 38 1158 165 970 269 95 183 85 27 32 68 426 769 298 58 40
internal_value=0 197.13 3086.77 3886.2 -3232.59 -6123 4518.56 -6165.25 5254.54 6406.86 15483.9 16077.2 61722.9 -8040.26 14587.5 15170.9 -4743.81 18162.1 22433.6 13794.6 -5510.25 22105 -27418.5 32800.2 -37961.2 34340.2 26208.6 43493.3 89751.7 147211
internal_weight=0 708999 34537 32222 5195 4748 2169 1238 27027 24234 5604 5569 176 2315 5393 5355 2793 4478 3320 1924 579 1345 396 59 337 1396 1250 481 183 98
internal_count=4318164 708999 34537 32222 5195 4748 2169 1238 27027 24234 5604 5569 176 2315 5393 5355 2793 4478 3320 1924 579 1345 396 59 337 1396 1250 481 183 98
is_linear=0
shrinkage=0.1


Tree=1454
num_leaves=31
num_cat=0
split_feature=4 5 1 0 0 1 5 3 1 1 0 4 3 2 1 5 4 4 2 4 5 5 3 3 5 2 0 2 5 2
split_gain=3.20134e+12 1.17362e+13 1.46377e+13 2.0427e+13 2.99899e+13 1.72959e+13 1.24161e+13 2.17342e+13 2.05805e+13 3.69005e+13 4.36992e+13 3.59101e+13 4.72347e+13 2.90992e+13 1.46771e+13 1.23729e+13 2.25084e+13 2.32105e+13 1.91691e+13 1.63422e+13 1.16e+13 1.37505e+13 1.59679e+13 1.53501e+13 2.90792e+13 2.5089e+13 2.53914e+13 2.41313e+13 2.40951e+13 6.22962e+13
threshold=1.0000000180025095e-35 13.050000000000002 30.434657650000002 60.003414000000006 59.882016200000002 30.346469350000003 20.010000000000002 8.5000000000000018 82.91993380000001 82.902675200000019 54.978840000000005 1.5000000000000002 9.5000000000000018 7.5000000000000009 83.093115700000013 19.650000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 42.895000000000003 55.405000000000008 29.500000000000004 12.500000000000002 161.85000000000002 2.5000000000000004 55.299834250000011 5.5000000000000009 161.85000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 3 4 5 -2 7 15 9 11 -11 -9 -13 -14 -10 16 17 -3 -18 -20 -1 22 -22 24 -23 26 -26 -27 -25 -30
right_child=1 6 -4 -5 -6 -7 -8 8 14 10 -12 12 13 -15 -16 -17 18 -19 19 -21 21 23 -24 28 25 27 -28 -29 29 -31
leaf_value=45.228867658787415 -25072.281933593753 1629.7851318459079 3269.7208522504698 -28813.524961890245 108310.20026455967 73823.746247209827 -16.307392694956416 -6480.671115070465 20672.714278571551 14743.760232791386 -78858.84405637256 -163276.95392922795 -95429.829218750005 67892.754427083346 -4202.4887645469053 -7205.8396150943681 -14619.41902173913 -54972.599222763267 42401.157812500001 164795.44500000001 5819.5010023087407 2098.3081843329223 -58317.689995085893 -1928.5143046029696 -90133.528125000012 114275.79074186733 45123.248325892862 17743.614427083332 -172825.25425646553 19672.808129882815
leaf_weight=203953 48 9546 7239 41 55 28 4047321 6300 430 74 153 34 20 24 529 1909 23 73 24 20 8295 22066 39 9687 23 61 35 45 29 40
leaf_count=203953 48 9546 7239 41 55 28 4047321 6300 430 74 153 34 20 24 529 1909 23 73 24 20 8295 22066 39 9687 23 61 35 45 29 40
internal_value=0 -21.0838 3954.77 32786.6 52066.1 11363.1 -28.3297 -2568.02 -6738.11 -8725.69 -48345.2 -7315.59 -74751.1 -6344.78 6951.15 152.33 1602.54 1200.22 59362.5 98034.9 351.628 1901.5 5519.36 958.865 2410.11 44363 -8513.06 73295.1 -2347.94 -61232.2
internal_weight=0 4.07389e+06 7411 172 131 76 4.06648e+06 19159 7564 6605 227 6378 78 44 959 11595 9686 9619 67 44 244273 40320 8334 31986 22230 164 58 106 9756 69
internal_count=4318164 4073891 7411 172 131 76 4066480 19159 7564 6605 227 6378 78 44 959 11595 9686 9619 67 44 244273 40320 8334 31986 22230 164 58 106 9756 69
is_linear=0
shrinkage=0.1


Tree=1455
num_leaves=31
num_cat=0
split_feature=5 5 1 6 0 1 1 1 0 1 3 0 0 3 3 0 1 3 4 6 6 3 1 1 0 0 0 1 1 3
split_gain=3.27179e+12 1.79702e+13 3.8772e+13 5.42722e+13 2.57276e+13 3.75302e+13 2.4917e+13 2.55138e+13 3.05227e+13 2.7634e+13 2.41759e+13 2.33883e+13 2.21986e+13 3.8002e+13 3.446e+13 3.51886e+13 4.85342e+13 2.18795e+13 2.13466e+13 5.516e+13 2.71472e+13 3.68643e+13 5.02061e+13 4.14998e+13 5.08112e+13 4.90659e+13 3.71837e+13 3.30328e+13 4.08091e+13 3.10836e+13
threshold=39.005000000000003 38.905000000000008 37.832345550000007 1.5000000000000002 43.592450450000008 39.739656000000004 37.516458750000005 37.620907050000007 55.601678500000013 37.752451500000006 23.500000000000004 55.628356700000005 55.91302515000001 8.5000000000000018 9.5000000000000018 55.751981950000008 37.582182450000005 11.500000000000002 1.5000000000000002 1.5000000000000002 1.5000000000000002 9.5000000000000018 83.026705000000007 83.002084650000015 55.708120100000009 55.719391050000006 55.010031850000011 37.417247200000006 37.436176200000013 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 5 -4 -5 8 -8 -9 12 -11 13 -10 15 -15 -17 -6 20 -20 -1 -22 23 24 26 27 -23 -26 -29 -25
right_child=-2 2 4 6 17 -7 7 9 10 11 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 22 -24 29 25 -27 -28 28 -30 -31
leaf_value=-642.58946570383091 -53.822761309245813 10210.353281169111 -83992.039893846391 -2104.4596472035282 1904.441312758091 -7220.2997358902639 -3406.4823040903912 3516.6717556758167 76779.872716346159 -4303.3913357026395 63013.370156249999 -31306.316759038764 9004.2421524891106 -205878.39000000001 -38704.840414886254 -130665.86507912661 57897.578152901784 6717.937390849549 5871.4168207984549 -3503.2073189110156 -62.15131842299985 1442.2120941940113 -4121.5320166771035 5481.9783616173881 -17062.900529834478 2757.8144884594553 -1824.294389743613 108041.37084216101 22918.550773359733 21912.721007448512
leaf_weight=311593 3123815 2490 77 5796 25722 368 507 1348 26 684 25 604 95 25 687 39 21 14921 7452 39789 494649 89265 15781 12922 198 109536 57166 59 1240 1264
leaf_count=311593 3123815 2490 77 5796 25722 368 507 1348 26 684 25 604 95 25 687 39 21 14921 7452 39789 494649 89265 15781 12922 198 109536 57166 59 1240 1264
internal_value=0 140.773 1933.13 -2980.73 3409.75 -20504.4 -6312.96 -12319.5 -23099.9 -6491.68 -33976.4 -16966.3 -36691.6 -42131.6 -46136.4 -106201 -64668.7 3671.59 56.8277 -2024.41 146.727 461.202 1361.86 1680.41 1390.28 3003.57 166.983 20985.3 26784.8 6945.99
internal_weight=0 1.19435e+06 53435 12347 41088 445 9857 4061 1425 2636 918 1288 893 798 772 85 60 40643 1.14091e+06 47241 1.09367e+06 782080 287431 271650 257464 111033 146431 1497 1299 14186
internal_count=4318164 1194349 53435 12347 41088 445 9857 4061 1425 2636 918 1288 893 798 772 85 60 40643 1140914 47241 1093673 782080 287431 271650 257464 111033 146431 1497 1299 14186
is_linear=0
shrinkage=0.1


Tree=1456
num_leaves=31
num_cat=0
split_feature=3 5 0 1 0 1 1 5 5 0 1 4 5 3 0 1 1 0 2 0 5 5 1 1 1 0 1 5 0 4
split_gain=3.43996e+12 8.24476e+12 1.59256e+13 2.52538e+13 2.0796e+13 2.14574e+13 2.02693e+13 2.70608e+13 1.27957e+14 2.4012e+13 2.02645e+13 1.99361e+13 2.25077e+13 1.95628e+13 1.91497e+13 1.69161e+13 1.57446e+13 1.78776e+13 1.73075e+13 2.97211e+13 1.80968e+13 1.5594e+13 3.44766e+13 2.21903e+13 4.51754e+13 1.39147e+13 3.55391e+13 1.58956e+13 1.62795e+13 2.6256e+13
threshold=2.5000000000000004 43.810000000000009 45.03656895000001 40.810045900000013 45.022371150000005 39.021425200000003 39.488326500000007 104.75000000000001 99.555000000000021 43.592450450000008 47.854228500000012 3.5000000000000004 94.040000000000006 1.5000000000000002 45.029420750000007 39.726951800000002 39.925119750000007 44.580511600000001 1.5000000000000002 43.592450450000008 65.045000000000016 74.610000000000014 39.704585000000002 39.666208800000007 39.630124250000001 45.112033650000008 38.781124500000011 71.715000000000018 45.047272400000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 11 -3 8 15 -9 -5 12 -6 -13 -14 21 18 -18 19 20 -17 23 -23 24 -8 26 -4 -28 29 -29
right_child=-2 2 25 10 5 -7 7 9 -10 -11 -12 13 14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-392.21371414335823 -14.634832223211999 290.71965037789386 -43989.44093767133 6645.7851037232003 -24288.245988569575 16415.272083629261 -21070.633251505162 110872.15141129034 -263647.40766369051 -11692.815956439394 -34826.445402613695 79695.755892857153 -36140.737962962965 -15607.558425467354 -160311.74931216033 42607.902955163045 -59434.223149671059 -6162.4555862508359 -15544.240231354705 1059.3887339145322 149726.54576822917 -171032.00891927083 301.21832298610519 -55861.547617855242 142429.3924609375 1652.2802939272483 7817.7724230467302 48803.239475752671 42404.449512943283 -25530.465028691924
leaf_weight=51325 4205107 3447 114 2798 881 154 109 31 21 33 123 35 27 56 23 46 95 187 194 158 24 24 23 117 20 51132 1346 82 319 113
leaf_count=51325 4205107 3447 114 2798 881 154 109 31 21 33 123 35 27 56 23 46 95 187 194 158 24 24 23 117 20 51132 1346 82 319 113
internal_value=0 544.336 1323 -2662.29 -6533.94 -18382.3 -3457.38 -15398 -19363.2 47674.6 4899.44 -23625.8 -27992.4 21047.6 -93259.4 -14217.8 -5814.53 -24108.6 6410.43 25091.2 79334.3 -34408.7 -87188.1 -24324.8 4278.21 1970.33 10208.6 13530.5 28490.2 5727.81
internal_weight=0 113057 61732 8626 5705 1176 4529 1082 1018 64 2921 1022 931 91 50 997 704 282 422 228 70 293 47 246 129 53106 1974 1860 514 195
internal_count=4318164 113057 61732 8626 5705 1176 4529 1082 1018 64 2921 1022 931 91 50 997 704 282 422 228 70 293 47 246 129 53106 1974 1860 514 195
is_linear=0
shrinkage=0.1


Tree=1457
num_leaves=31
num_cat=0
split_feature=0 4 5 5 1 0 1 5 5 1 5 5 2 2 1 3 5 3 1 5 1 0 1 1 1 5 0 5 5 5
split_gain=3.17059e+12 1.5691e+13 2.67063e+13 2.82286e+13 1.79997e+13 1.5311e+13 3.38955e+13 1.48393e+13 4.46032e+13 4.01813e+13 2.35331e+13 1.70962e+13 2.442e+13 1.5393e+13 1.42548e+13 4.1979e+13 3.05602e+13 6.84358e+13 2.46442e+13 1.85808e+13 1.77405e+13 1.83911e+13 3.02345e+13 1.55789e+13 2.37749e+13 2.75031e+13 2.08864e+13 1.90728e+13 1.48262e+13 1.474e+13
threshold=60.693675950000006 2.5000000000000004 69.610000000000014 67.990000000000023 30.468306550000005 61.785186750000001 39.787929450000007 73.010000000000005 72.705000000000013 65.659480050000013 85.91500000000002 225.45000000000002 2.5000000000000004 2.5000000000000004 38.058342000000003 5.5000000000000009 66.50500000000001 10.500000000000002 39.969502550000009 61.845000000000006 35.911716050000003 63.563300600000012 33.101335500000005 33.101335500000005 30.102666750000001 46.810000000000009 61.674413550000004 53.385000000000012 52.020000000000003 46.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 -4 -5 -7 8 13 -10 -9 12 -12 -6 15 20 19 -18 -16 28 21 23 29 24 25 -2 -25 -28 -17 -23
right_child=1 -3 4 5 7 6 -8 10 9 -11 11 -13 -14 -15 18 16 17 -19 -20 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-10.135843330637673 17146.430717293162 3228.1718129388191 -65716.383654067104 12267.186073794159 -49855.055248397439 182181.99281250002 35456.939698915223 10866.679182051685 -144242.00358195754 16523.584117542614 -125726.54201660157 18253.310118689904 -26960.472455842391 1333.1263540572481 26373.192973963422 -7799.2220893736203 44737.30865885417 -177193.00151515153 858.21995507657232 33927.853090976154 -53224.289637858077 -7213.1056150051345 -26772.322083133171 -32345.588603449196 -18961.926357200664 -20260.152643506284 3838.5065898968965 20757.01418475699 -22259.566869983631 32952.413039245606
leaf_weight=4258578 610 17626 68 115 78 20 74 411 53 22 32 52 115 238 384 3162 24 33 26677 94 60 213 557 147 756 290 5849 752 914 160
leaf_count=4258578 610 17626 68 115 78 20 74 411 53 22 32 52 115 238 384 3162 24 33 26677 94 60 213 557 147 756 290 5849 752 914 160
internal_value=0 724.403 -327.347 80.5628 -15930.6 36737.7 66675 -12548.5 -27756.3 -97084.1 -2800.54 -31027.8 -48460.6 -11301.9 -107.76 -2746.2 -11022.2 -83748.7 1220.28 -10028.1 977.743 1326.16 -12017.4 2802.78 -5888.49 5093.2 4935.67 5765.9 -11041.8 10016.1
internal_weight=0 59586 41960 40891 1069 209 94 1001 391 75 610 199 147 316 40682 13621 4227 57 27061 4170 9394 9334 930 8404 1656 900 6748 6601 4076 373
internal_count=4318164 59586 41960 40891 1069 209 94 1001 391 75 610 199 147 316 40682 13621 4227 57 27061 4170 9394 9334 930 8404 1656 900 6748 6601 4076 373
is_linear=0
shrinkage=0.1


Tree=1458
num_leaves=31
num_cat=0
split_feature=0 3 2 5 5 5 0 3 3 5 0 4 5 3 0 2 1 0 1 5 6 3 3 0 0 5 5 2 5 6
split_gain=3.07718e+12 1.91214e+13 5.24067e+13 5.46613e+13 4.84393e+13 3.75576e+13 5.17331e+13 8.55261e+13 6.50593e+13 4.21715e+13 3.52085e+13 2.97104e+13 6.34471e+13 4.64529e+13 9.55937e+13 8.31214e+13 7.17199e+13 8.88753e+13 8.03004e+13 9.63904e+13 7.55998e+13 8.45408e+13 7.45996e+13 7.44164e+13 6.95529e+13 6.73854e+13 1.32975e+14 9.97956e+13 8.8306e+13 8.22225e+13
threshold=45.087005000000012 16.500000000000004 4.5000000000000009 112.04500000000002 150.04500000000004 46.405000000000008 44.039893800000009 22.500000000000004 19.500000000000004 64.805000000000021 45.047272400000004 2.5000000000000004 73.010000000000005 17.500000000000004 43.592450450000008 15.500000000000002 38.959914000000005 45.013473000000012 38.996948700000011 116.06000000000002 1.5000000000000002 24.500000000000004 19.500000000000004 45.063245200000004 42.966471700000007 110.05000000000001 103.45000000000002 6.5000000000000009 100.05000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 -3 7 -7 -8 -9 -5 -4 -13 14 24 -16 17 -15 19 20 -18 22 -22 25 -14 26 28 -27 -19 -29
right_child=-2 2 11 4 -6 6 8 9 -10 -11 -12 12 13 16 15 -17 18 23 -20 -21 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-81.348153822223821 -31.312665108412258 2453.5453591748701 -257.0772386171667 -62350.695705353668 99267.569711538468 23507.976214467246 18123.091922755699 220211.43655303033 -257.27003104197604 79881.045613473369 11249.153065747894 26782.860258966914 -44582.695716594833 -12394.035893960523 21061.023696447777 -24396.208693156692 -5553.8893879346824 53425.664253645686 1176.3041266347961 22960.991846347297 -21846.165218098962 36465.491551284031 -82055.343058614526 -28915.931832837305 128563.78515961746 159883.68011363636 139274.09954306521 90342.410241168487 -61295.689497070322 -12754.864842845776
leaf_weight=414283 3795889 7744 78448 241 26 415 4421 33 3412 61 89 1202 29 764 1669 530 614 416 5341 379 324 101 564 189 116 44 162 92 80 486
leaf_count=414283 3795889 7744 78448 241 26 415 4421 33 3412 61 89 1202 29 764 1669 530 614 416 5341 379 324 101 564 189 116 44 162 92 80 486
internal_value=0 227.58 1412.7 6610.86 -32147.2 7468.62 12124.2 43016.8 10116.7 129146 -42501 479.135 4887.19 2675.54 15290.7 10105 -418.836 15269.7 -5202.73 -22392.6 -33115.7 -50226.9 -60087.1 29657.1 93934.5 38305.7 60613.7 14706.6 34922.2 3655.08
internal_weight=0 522275 107992 16442 356 16086 8342 509 7833 94 330 91550 13102 11900 2344 2199 9556 2233 7323 1982 1603 989 888 1469 145 1280 658 622 496 578
internal_count=4318164 522275 107992 16442 356 16086 8342 509 7833 94 330 91550 13102 11900 2344 2199 9556 2233 7323 1982 1603 989 888 1469 145 1280 658 622 496 578
is_linear=0
shrinkage=0.1


Tree=1459
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 3 0 5 4 3 4 2 0 5 0 2 2 5 5 4 1 2 3 0 5 5 3 4 5
split_gain=3.25001e+12 2.38887e+13 4.54684e+13 1.60942e+14 1.38198e+14 1.66115e+14 1.09039e+14 1.01853e+14 6.92013e+13 7.65137e+13 6.81268e+13 7.60494e+13 6.47951e+13 5.88066e+13 6.92267e+13 5.43963e+13 5.22375e+13 7.85228e+13 7.544e+13 5.55725e+13 1.21007e+14 5.40781e+13 6.94797e+13 6.94656e+13 5.64474e+13 5.3583e+13 5.19041e+13 1.98162e+14 6.35214e+13 5.13541e+13
threshold=43.574807850000006 44.660994650000006 45.254062050000009 50.565831500000009 44.083877800000003 13.500000000000002 20.500000000000004 48.713222300000005 107.05000000000001 4.5000000000000009 16.500000000000004 2.5000000000000004 13.500000000000002 43.514103700000014 64.405000000000015 56.110481950000008 7.5000000000000009 3.5000000000000004 177.02500000000003 114.05000000000001 3.5000000000000004 43.94115175000001 1.5000000000000002 5.5000000000000009 56.338501050000012 128.92000000000004 142.05000000000004 4.5000000000000009 3.5000000000000004 46.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 7 6 15 8 -4 9 29 -9 -12 16 -2 -15 -6 17 21 -18 20 -19 23 25 -10 26 -23 27 -24 -28 -5
right_child=1 -3 3 4 5 -7 -8 10 12 -11 11 -13 -14 14 -16 -17 18 19 -20 -21 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-87.39611833530212 -238.19605328256418 13.953343286407202 8675.4102008580212 41.171739535419889 -59890.362779411516 21945.065597751662 -14106.132097447828 27663.251878431405 -105684.48809925427 -66347.11985565185 53448.97439659189 182291.79629242996 108158.86890767416 -6729.7181714507742 -40629.8093379325 -22103.850055375777 -32668.540592725512 46970.01441366793 168270.0715625 36270.080220812612 251265.60301067075 -136397.99977544148 232362.40329241075 45956.649098802649 -126230.67627840908 10120.069230769232 -80300.309820033493 25984.025817471593 41343.164958122186 5816.462197440077
leaf_weight=2143177 16298 2076529 5036 31154 443 870 3821 2090 88 160 218 58 84 2506 793 2721 284 99 20 553 41 48 56 46 22 52 70 275 111 30441
leaf_count=2143177 16298 2076529 5036 31154 443 870 3821 2090 88 160 218 58 84 2506 793 2721 284 99 20 553 41 48 56 46 22 52 70 275 111 30441
internal_value=0 86.1179 1608.11 2679.36 1225.41 -16753.5 2301.08 16715.8 3286.74 2715.99 33829.7 80524.6 22349.4 -2702.77 -14878.5 -27394.4 18265.5 26113 -19448.9 50518.4 106799 4090.89 16290.3 -53628.6 30615.9 -60208.6 37355.4 60900 -5701.27 2895.39
internal_weight=0 2.17499e+06 98458 78861 71459 4034 67425 7402 63604 61755 2366 276 1849 19597 3299 3164 1765 1461 304 693 140 768 634 134 534 100 512 331 181 61595
internal_count=4318164 2174987 98458 78861 71459 4034 67425 7402 63604 61755 2366 276 1849 19597 3299 3164 1765 1461 304 693 140 768 634 134 534 100 512 331 181 61595
is_linear=0
shrinkage=0.1


Tree=1460
num_leaves=31
num_cat=0
split_feature=5 5 2 0 0 0 0 0 5 3 3 1 1 3 2 1 1 2 2 0 4 5 0 3 1 1 4 0 1 0
split_gain=3.25277e+12 1.22341e+13 4.35291e+13 1.25613e+14 5.7057e+13 5.68336e+13 6.39769e+13 5.19028e+13 4.91409e+13 6.75798e+13 4.69465e+13 4.60082e+13 7.24357e+13 5.64479e+13 4.55438e+13 1.03884e+14 1.13558e+14 6.28941e+13 7.78795e+13 5.19302e+13 4.55931e+13 4.32632e+13 7.31493e+13 5.51557e+13 4.27653e+13 4.23187e+13 6.51637e+13 4.34568e+13 4.73732e+13 8.31209e+13
threshold=102.01000000000001 109.05000000000001 17.500000000000004 45.013473000000012 59.882016200000002 60.042666650000008 60.017447350000005 59.896318000000008 104.75000000000001 6.5000000000000009 11.500000000000002 30.160599000000001 30.315880100000005 23.500000000000004 12.500000000000002 82.933113850000026 39.041623000000008 16.500000000000004 15.500000000000002 55.851332700000007 1.5000000000000002 107.05000000000001 59.846652800000008 20.500000000000004 82.962740850000003 30.410108300000001 3.5000000000000004 59.904813200000007 30.315880100000005 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 14 6 7 10 9 -9 -6 -7 13 -13 -2 16 17 18 -16 -19 -18 22 23 -5 -17 27 -27 -10 29 -29
right_child=1 -3 3 21 5 11 -8 8 25 -11 -12 12 -14 -15 15 24 20 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=13.929597963341601 36.031589035233814 95.839562902877447 159676.68684895834 -58577.873985042737 46454.59375 -75241.814062500009 -54383.513275356956 -35266.368783984377 -135460.63505859376 26113.114062038632 -83945.166688889731 185210.57927989133 9965.069918262001 -16023.700781250001 -35701.500903118824 -96775.408273161302 156975.83238636365 -121302.90774007163 34353.278776362378 9055.932202743903 11654.869263296698 -22810.492525638336 70449.467146429626 14811.287501427374 -7231.4262615047091 70074.205486345731 -66482.733448223036 35437.223607871514 -47118.017964263156 -33822.682141564408
leaf_weight=4209727 21096 79779 57 117 33 48 464 250 36 635 169 46 348 20 727 198 22 120 203 41 1157 342 214 821 73 111 51 278 521 460
leaf_count=4209727 21096 79779 57 117 33 48 464 250 36 635 169 46 348 20 727 198 22 120 203 41 1157 342 214 821 73 111 51 278 521 460
internal_value=0 -540.773 -2312.99 13980 -3245.24 -15219.4 -20235 -14006.6 -9811.74 8774.28 -62642.2 17436 28181.3 124230 -1487.39 -14135.2 -7148.98 -30399.9 -20410 -88105.9 14366.5 8421.32 17693.3 5657.2 -72654.7 -21101.1 27084.1 -27128.9 -24031.3 -7732.91
internal_weight=0 108437 28658 1551 27107 3470 3008 2544 2342 885 202 462 414 66 23637 2541 2270 1091 930 161 1179 1494 1152 938 271 1457 162 1295 1259 738
internal_count=4318164 108437 28658 1551 27107 3470 3008 2544 2342 885 202 462 414 66 23637 2541 2270 1091 930 161 1179 1494 1152 938 271 1457 162 1295 1259 738
is_linear=0
shrinkage=0.1


Tree=1461
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 2 3 3 1 1 2 1 5 3 1 0 5 0 0 2 2 1 1 1 3 2 1 0 2 3
split_gain=3.19354e+12 1.1858e+13 3.31963e+13 3.3584e+13 4.21472e+13 5.53447e+13 6.42171e+13 3.54408e+13 6.66431e+13 3.03015e+13 3.58663e+13 3.49711e+13 5.9352e+13 2.57939e+13 4.61811e+13 4.27108e+13 7.23863e+13 5.20899e+13 4.65832e+13 7.40164e+13 4.64163e+13 6.70079e+13 4.86722e+13 3.93097e+13 6.54029e+13 6.32501e+13 5.16661e+13 4.0232e+13 3.75244e+13 3.69444e+13
threshold=142.05000000000004 132.05000000000004 82.945329900000004 82.91993380000001 82.911991800000024 3.5000000000000004 10.500000000000002 12.500000000000002 82.933113850000026 84.920232800000022 4.5000000000000009 83.053286850000021 137.05000000000004 15.500000000000002 39.021425200000003 45.029420750000007 137.05000000000004 56.819808050000006 56.831297550000009 4.5000000000000009 4.5000000000000009 37.533784800000006 60.628582700000003 39.666208800000007 10.500000000000002 3.5000000000000004 39.110397700000007 57.945214300000011 1.5000000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 13 -6 -7 8 -5 10 11 12 -4 14 28 16 -15 20 19 -19 21 -17 -22 24 25 26 -16 -25 -3 -30
right_child=-2 2 9 7 5 6 -8 -9 -10 -11 -12 -13 -14 15 23 17 -18 18 -20 -21 22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-2.063478487901317 -1238.7730186935028 33673.182690104171 115348.8774037679 -11482.03216987222 -20855.219570312503 184037.42790565491 23637.945154747598 -50422.16335801236 109306.82779947919 4435.4486269743547 11705.780096825134 133254.08538732395 -47428.318582589287 -74617.469104179123 114496.10736607143 -166482.85008544923 20874.098419952395 81987.588690476201 -12322.709090929147 -127422.24290743096 34396.225970476422 -10993.111368225393 -3281.4405967298007 10148.896340804975 -69938.663254310348 166084.9220486111 -79379.471412037034 85206.373089683228 -14765.401877409384 29352.571429869186
leaf_weight=4287425 20711 225 48 944 60 48 52 215 48 322 141 71 42 209 28 32 128 21 415 86 700 207 672 3287 29 63 27 73 1620 215
leaf_count=4287425 20711 225 48 944 60 48 52 215 48 322 141 71 42 209 28 32 128 21 415 86 700 207 672 3287 29 63 27 73 1620 215
internal_value=0 5.9701 3440.69 1958.6 4251.77 55072.9 100630 -13614.8 -5637.41 25776.5 48530.8 80781.3 39386.2 3240.03 7013.58 -5264.96 -38347.7 -38.112 -27491.4 -86323.1 8857.36 -31811.8 15941.9 13994.1 64610.7 97677.9 19320.8 11779.6 -4870.23 -9596.27
internal_weight=0 4.29745e+06 10028 9404 8197 160 100 1207 992 624 302 161 90 8037 5567 2470 337 2133 522 107 1611 239 1372 3507 147 118 55 3360 2060 1835
internal_count=4318164 4297453 10028 9404 8197 160 100 1207 992 624 302 161 90 8037 5567 2470 337 2133 522 107 1611 239 1372 3507 147 118 55 3360 2060 1835
is_linear=0
shrinkage=0.1


Tree=1462
num_leaves=31
num_cat=0
split_feature=5 1 1 3 0 1 3 1 3 1 0 0 0 2 5 4 1 0 3 5 0 5 0 5 1 5 4 5 3 4
split_gain=3.26153e+12 4.20369e+13 5.19437e+13 5.16193e+13 4.27587e+13 4.2351e+13 5.63703e+13 3.76878e+13 3.73595e+13 5.33457e+13 4.00676e+13 3.91176e+13 1.33076e+14 1.86948e+14 2.40849e+14 3.26908e+14 7.67965e+13 6.60047e+13 6.53119e+13 6.53386e+13 5.55724e+13 5.11139e+13 7.28329e+13 6.45155e+13 5.16342e+13 4.96121e+13 5.70443e+13 6.38151e+13 4.08621e+13 3.99421e+13
threshold=112.04500000000002 37.889331900000009 37.516458750000005 3.5000000000000004 55.851332700000007 38.950530550000003 2.5000000000000004 37.66934650000001 17.500000000000004 37.869926150000005 55.993277250000013 55.727011600000004 55.793358600000012 7.5000000000000009 150.04500000000004 3.5000000000000004 37.792847950000002 53.973051950000006 8.5000000000000018 177.02500000000003 55.388132500000005 120.05000000000001 55.885524800000006 161.85000000000002 37.712318250000003 116.06000000000002 3.5000000000000004 132.05000000000004 15.500000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -3 -4 9 11 -10 16 13 14 15 -13 17 25 -19 29 -18 22 -14 -23 -24 -5 -27 -28 -29 -20
right_child=1 5 3 8 -6 -7 -8 -9 10 -11 -12 12 21 -15 -16 -17 20 18 19 -21 -22 23 24 -25 -26 26 27 28 -30 -31
leaf_value=11.093814118732352 1462.2290152974183 45410.146816213506 100087.18412024458 121589.52410973837 -144944.22360839843 -1379.2324872303352 -17163.271267394459 -48273.947016382932 7760.3080269252232 135263.56319813832 -106666.63966064453 -546139.5932692308 100860.4697265625 136945.75917968751 49909.426401654411 -57815.089628232759 -142440.72534179688 184489.55720486111 122672.80182239164 -80322.062290736605 7134.9634501689188 81861.500712496505 44757.769151785717 -32040.319982910158 -101435.25242387821 -31381.918307623037 -36837.561328125004 159799.13825284093 -4175.2835193452383 47942.825379068054
leaf_weight=4248930 14214 152 23 43 32 49837 2725 67 700 47 32 26 40 28 34 29 32 54 124 28 111 223 35 64 78 167 44 55 21 169
leaf_count=4248930 14214 152 23 43 32 49837 2725 67 700 47 32 26 40 28 34 29 32 54 124 28 111 223 35 64 78 167 44 55 21 169
internal_value=0 -680.834 3720.8 17642.4 -45660.4 -2060.26 -13857.3 -10359.4 21178.6 30464.9 2758.04 26959.2 6371.02 -88417.7 -159319 -288659 40482.4 54035.7 82739.2 65622.3 -26336.5 31576.2 -15104.6 56461.8 -56154.2 21418.1 6409.89 59003.5 114490 79569.2
internal_weight=0 69234 16520 2306 122 52714 2877 90 2184 1452 732 1405 557 117 89 55 848 705 375 321 143 440 153 287 113 330 287 120 76 293
internal_count=4318164 69234 16520 2306 122 52714 2877 90 2184 1452 732 1405 557 117 89 55 848 705 375 321 143 440 153 287 113 330 287 120 76 293
is_linear=0
shrinkage=0.1


Tree=1463
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 5 0 3 0 0 0 3 0 5 3 4 3 0 5 6 5 1 5 5 3 1 3 0 0 1
split_gain=3.17763e+12 3.76439e+13 1.42267e+14 9.25752e+13 1.53802e+14 9.69776e+13 9.74182e+13 7.53039e+13 7.52296e+13 8.79222e+13 1.22654e+14 1.00564e+14 2.03584e+14 8.24038e+13 7.37689e+13 7.02517e+13 6.86394e+13 6.77764e+13 4.85471e+13 3.87751e+13 3.77579e+13 3.44084e+13 6.78459e+13 1.02618e+14 9.51368e+13 9.84318e+13 1.09346e+14 1.14197e+14 8.19905e+13 1.68075e+14
threshold=82.871296800000025 65.659480050000013 63.563300600000012 8.5000000000000018 54.986619450000006 59.025000000000013 60.693675950000006 9.5000000000000018 54.194619400000008 55.141517900000004 60.052595500000002 7.5000000000000009 55.078308950000007 87.00500000000001 23.500000000000004 4.5000000000000009 5.5000000000000009 61.674413550000004 51.815000000000005 1.5000000000000002 31.010000000000002 82.91993380000001 60.905000000000008 40.905000000000008 26.500000000000004 82.911991800000024 4.5000000000000009 54.940316550000006 55.055104550000003 82.888608650000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 19 14 -7 16 -3 11 13 15 -13 -11 -6 20 -4 18 -12 -5 -10 22 23 -2 25 26 -24 -28 -29 -30
right_child=21 2 7 4 5 6 -8 -9 9 10 17 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.53596472058020328 4488.3472654828092 -9392.1632338641848 50774.881602647569 15203.983563336664 -7277.1096129655889 -25464.777623836235 4494.8028375899739 -102473.81846590911 -968.28060842297418 -11612.270708018006 4475.3121530848493 20423.093595761806 218218.77751865672 -87875.840715967468 43159.779899860965 -82907.167317754589 167739.93717532468 -55891.702256844896 43710.850406718826 647.09820085515503 9387.6450593773006 -38.057500774782334 -33971.038713791095 -3059.0439517048289 190312.3556919643 18315.798607828361 -36578.45613180787 2250.4806421236967 138595.17944643865 14135.256636011936
leaf_weight=3228498 32430 5335 144 2327 17061 6063 1322 22 4781 4790 568 233 67 146 295 88 77 109 709 8565 13356 922489 770 40528 28 5198 661 16569 111 4824
leaf_count=3228498 32430 5335 144 2327 17061 6063 1322 22 4781 4790 568 233 67 146 295 88 77 109 709 8565 13356 922489 770 40528 28 5198 661 16569 111 4824
internal_value=0 -47.8157 -2410.94 -2692.93 -6144.62 -10503.8 -20101.7 73963.5 1382.16 3695.56 -6487.17 7170.6 64597.5 -13868 -6419.83 6225.31 91527.4 19798.5 26259.2 3757.08 6657.77 153.898 1905.07 295.789 6074.32 5890.95 3074.98 4361.94 5620.38 16934.7
internal_weight=0 3.29456e+06 66058 65815 35633 24741 7385 243 30182 24847 6322 18525 300 4936 17356 18225 221 1386 1277 10892 18137 1.02361e+06 101119 72958 28161 28133 22935 22165 21504 4935
internal_count=4318164 3294556 66058 65815 35633 24741 7385 243 30182 24847 6322 18525 300 4936 17356 18225 221 1386 1277 10892 18137 1023608 101119 72958 28161 28133 22935 22165 21504 4935
is_linear=0
shrinkage=0.1


Tree=1464
num_leaves=31
num_cat=0
split_feature=3 0 4 0 1 1 4 5 0 5 0 0 1 0 1 1 0 0 1 5 6 0 2 1 1 1 5 0 5 5
split_gain=3.11853e+12 2.62772e+13 3.58298e+13 3.30216e+13 5.05938e+13 5.44003e+13 3.47395e+13 2.89997e+13 5.16652e+13 5.82509e+13 2.81684e+13 4.126e+13 6.53658e+13 6.70506e+13 1.44697e+14 1.08529e+14 1.65983e+14 1.04722e+14 6.74095e+13 7.24344e+13 5.36829e+13 5.78803e+13 5.11652e+13 4.77691e+13 7.18106e+13 6.81654e+13 4.67266e+13 4.48157e+13 3.93223e+13 3.76334e+13
threshold=3.5000000000000004 57.814144100000007 6.5000000000000009 57.581016350000006 43.048525950000005 40.810045900000013 3.5000000000000004 94.040000000000006 57.641335050000002 120.05000000000001 59.846652800000008 60.063729500000008 30.305955500000003 59.932719750000011 30.323743050000001 30.362552800000003 59.939091550000008 59.950068600000009 30.346469350000003 53.995000000000012 1.5000000000000002 59.939091550000008 2.5000000000000004 30.388336800000001 30.434657650000002 30.278357500000002 105.35000000000001 59.916647550000008 48.945000000000007 47.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 6 -5 -8 9 -9 -3 12 -12 18 17 16 -16 20 27 -20 21 -15 -18 25 28 26 -13 -14 -25 -17
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 11 23 13 14 15 29 22 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=468.57353310626252 -20.802030516293698 -6700.8345622151919 -133511.56034226189 5199.093390527637 -24144.075917271206 35559.769407438725 -10445.278001868208 219380.21680772572 -35025.97286658654 39486.889013671876 27950.295082883211 -13391.807863748991 -30008.577902255973 38722.952578895973 288961.79332139756 34519.163732387438 22192.031304335058 41181.426154183653 -3563.4106409505207 -71407.574759989846 -164159.91109820016 -148867.98890086208 144543.51657263713 31837.843743024518 -1160.4190996094919 -67854.879442584337 113394.44627604166 61670.652483993188 176502.36445312502 -9245.9326502625918
leaf_weight=216063 4074053 10118 21 4743 455 752 46 36 26 36 1254 936 89 38 36 397 133 69 300 331 79 29 46 42 7198 252 30 133 34 389
leaf_count=216063 4074053 10118 21 4743 455 752 46 36 26 36 1254 936 89 38 36 397 133 69 300 331 79 29 46 42 7198 252 30 133 34 389
internal_value=0 347.172 -2953.25 673.326 7932.84 10521.1 6668.17 55056 85801.4 129434 -2828.24 488.126 9934.99 -983.907 14093.6 30080.5 93038 -60338.7 -22477.7 -39152 -108317 -42473.1 53634.3 -3208.52 -139.459 -21537.2 -9454.35 24916.4 96556.2 12859.3
internal_weight=0 244111 21954 222157 6094 5639 4887 144 98 72 21933 11815 3323 2069 1216 1001 215 215 853 631 146 67 179 8492 7274 1218 966 222 76 786
internal_count=4318164 244111 21954 222157 6094 5639 4887 144 98 72 21933 11815 3323 2069 1216 1001 215 215 853 631 146 67 179 8492 7274 1218 966 222 76 786
is_linear=0
shrinkage=0.1


Tree=1465
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 0 1 5 5 0 1 5 5 5 3 5 0 3 3 4 5 0 1 3 3 1 5 1 0 5
split_gain=3.11478e+12 1.43152e+13 7.95965e+13 1.38638e+14 8.08348e+13 5.19773e+13 4.36095e+13 4.15355e+13 3.96682e+13 3.82885e+13 5.00285e+13 6.82284e+13 3.97506e+13 3.69997e+13 3.166e+13 2.69231e+13 3.81733e+13 3.21902e+13 2.53036e+13 2.48031e+13 2.39979e+13 2.37805e+13 5.73069e+13 4.43774e+13 7.65533e+13 1.90225e+14 4.80272e+13 4.5129e+13 4.25043e+13 6.99999e+13
threshold=83.663637000000008 53.37994195000001 86.067573200000012 56.367862600000002 48.510000000000012 56.501468900000013 83.761389800000003 76.00500000000001 112.04500000000002 53.310923100000004 83.761389800000003 161.85000000000002 52.710000000000008 59.510000000000012 9.5000000000000018 137.05000000000004 53.340367100000002 6.5000000000000009 24.500000000000004 3.5000000000000004 46.810000000000009 52.485928400000006 104.38035940000002 8.5000000000000018 7.5000000000000009 83.761389800000003 59.810000000000009 103.85249100000001 52.719210700000012 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 6 8 -3 -6 14 21 11 13 -12 -11 20 -14 17 -17 -15 -19 -5 -2 23 24 28 26 -26 -25 -23 -30
right_child=1 2 -4 5 7 -7 -8 -9 -10 10 12 -13 15 18 -16 16 -18 19 -20 -21 -22 22 -24 27 25 -27 -28 -29 29 -31
leaf_value=-19.94880730150151 1091.3312247520305 10671.283981133471 505.95445554806906 22831.292378180424 -18934.298110087966 36.905223505479434 -9238.4655197849042 -48521.221896074618 135701.95642361112 4557.2907817647001 4415.5532291313175 -94266.277312077698 16112.500543652668 -3632.058688427428 10786.683012574998 128572.88466796876 148182.68564189188 -85565.165250000005 -84400.734123347356 38181.542344599184 67410.23386242117 1006.8286051196245 42435.935414985011 -8613.0504403910654 66125.781953125013 -40330.373324026194 251744.42146739131 -38116.888410668827 -14544.109530672007 141641.16710668104
leaf_weight=4092386 44350 1385 117459 224 3859 951 5349 541 36 16179 5154 74 4004 7134 487 24 37 25 39 46 262 10687 271 3697 20 71 46 603 2735 29
leaf_count=4092386 44350 1385 117459 224 3859 951 5349 541 36 16179 5154 74 4004 7134 487 24 37 25 39 46 262 10687 271 3697 20 71 46 603 2735 29
internal_value=0 361.586 -318.462 -7713.85 -12031.1 16810.8 -5143.57 -22572.1 32620.5 1293.93 4065.65 1603.09 10275.3 1906.89 28806.6 17577.4 62013.1 28452.3 -4071.2 -5391.24 46863.6 -156.738 -3204.92 -3896.37 -1094.44 73279.6 195496 -12750.4 -1851.95 -12905.4
internal_weight=0 225778 130553 13094 11134 1960 6734 4400 1009 95225 32716 23426 9290 23352 973 4136 132 95 7173 71 486 62509 18159 17888 13588 137 66 4300 13451 2764
internal_count=4318164 225778 130553 13094 11134 1960 6734 4400 1009 95225 32716 23426 9290 23352 973 4136 132 95 7173 71 486 62509 18159 17888 13588 137 66 4300 13451 2764
is_linear=0
shrinkage=0.1


Tree=1466
num_leaves=31
num_cat=0
split_feature=5 1 1 3 5 1 3 5 3 1 1 1 0 5 3 0 3 1 2 1 0 3 1 1 0 0 0 5 1 0
split_gain=3.23065e+12 3.49276e+13 4.21789e+13 4.18797e+13 4.15624e+13 3.3765e+13 4.56605e+13 3.05955e+13 5.98849e+13 4.62415e+13 3.12763e+13 5.0378e+13 5.22366e+13 5.40603e+13 5.59329e+13 6.32483e+13 3.02612e+13 4.321e+13 3.68612e+13 5.10542e+13 7.025e+13 6.72352e+13 6.62238e+13 6.56968e+13 1.08609e+14 4.75531e+13 2.04977e+14 1.67843e+14 1.20954e+14 7.90867e+13
threshold=112.04500000000002 37.889331900000009 37.516458750000005 3.5000000000000004 118.33500000000002 38.950530550000003 2.5000000000000004 125.85000000000001 27.500000000000004 114.17164950000002 82.970752000000019 83.140147550000009 55.07108800000001 114.05000000000001 7.5000000000000009 54.811549550000009 17.500000000000004 37.869926150000005 5.5000000000000009 37.712318250000003 55.899899800000007 13.500000000000002 37.615058950000012 37.767735350000002 50.973130900000008 55.727011600000004 55.793358600000012 150.04500000000004 37.767735350000002 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -3 8 9 10 -7 12 13 14 15 -12 17 18 25 20 22 23 -20 -21 -25 28 27 29 -5 -27
right_child=1 5 3 16 -6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=11.041179874143516 1299.3638665548842 40872.522883124104 83300.547425426135 75195.499514700627 -68515.997421874999 -3800.2003184705459 -15443.937401407504 711.42774995229229 63576.442462110892 82880.031263020835 -38380.018433779762 -6248.2178337604964 -144542.45602921196 -50344.152800443677 -42516.330051095145 181140.36312500003 2486.254199502247 121741.22803773273 6225.7707186612215 -11605.741228027344 255790.53030133928 -11238.294067581301 123742.17105594758 263160.8081891741 46358.723466222429 -167911.07277832032 24224.670443686293 26419.814084201389 -25752.243505184335 -437162.22218749998
leaf_weight=4248930 14214 152 22 262 100 18146 2725 29722 129 60 21 1217 46 405 56 35 732 47 99 60 21 246 93 35 68 24 233 27 217 20
leaf_count=4248930 14214 152 22 262 100 18146 2725 29722 129 60 21 1217 46 405 56 35 732 47 99 60 21 246 93 35 68 24 233 27 217 20
internal_value=0 -677.603 3334.6 15879.6 -41139.2 -1934.98 -12468.6 -1326.9 -4338.74 -4777.1 -5041.04 -17690.7 -42425.1 -33339.2 28151.9 98820.2 19064.7 27422.5 24267.3 42440.6 82140.7 21765.4 63147.8 71574.7 120029 9830.85 -21103.4 -169856 29463.4 -290298
internal_weight=0 69234 16520 2306 122 52714 2877 49837 20115 19986 19926 1780 563 517 112 56 2184 1452 1405 622 213 409 192 163 103 783 304 71 479 44
internal_count=4318164 69234 16520 2306 122 52714 2877 49837 20115 19986 19926 1780 563 517 112 56 2184 1452 1405 622 213 409 192 163 103 783 304 71 479 44
is_linear=0
shrinkage=0.1


Tree=1467
num_leaves=31
num_cat=0
split_feature=0 3 2 5 0 5 3 1 0 1 5 5 2 2 1 2 5 0 4 1 1 5 5 5 2 3 0 0 2 2
split_gain=3.11561e+12 1.57154e+13 4.2457e+13 4.25373e+13 6.67719e+13 3.79365e+13 5.18955e+13 8.11424e+13 4.31666e+13 5.99657e+13 4.10488e+13 3.42454e+13 3.34359e+13 2.9464e+13 2.83886e+13 6.75001e+13 5.94823e+13 3.39372e+13 3.30519e+13 7.39482e+13 7.58083e+13 8.05982e+13 7.78315e+13 6.7974e+13 5.97087e+13 7.32974e+13 7.71475e+13 5.32659e+13 4.59325e+13 7.93859e+13
threshold=45.087005000000012 16.500000000000004 4.5000000000000009 100.05000000000001 45.040161900000008 62.385000000000012 19.500000000000004 39.188277450000008 43.592450450000008 39.739656000000004 90.015000000000015 101.05000000000001 3.5000000000000004 2.5000000000000004 37.314272700000011 16.500000000000004 59.810000000000009 45.013473000000012 2.5000000000000004 38.959914000000005 38.975980350000007 107.05000000000001 116.06000000000002 132.05000000000004 23.500000000000004 22.500000000000004 45.067452850000002 45.055827000000008 17.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 11 -3 10 -8 12 -10 -7 -5 13 -9 15 -4 -17 -16 -19 23 22 -22 27 -20 25 26 -23 -21 29 -27
right_child=-2 2 14 4 -6 6 7 8 9 -11 -12 -13 -14 -15 17 16 -18 18 19 20 21 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-51.069470509593344 -31.507588965558895 4090.3476807170628 10785.105531244306 -124610.79133522727 20266.891602229094 20173.962872410262 -3629.7597020248586 72943.37945601852 246798.93381696427 31387.679296875001 61799.681440172695 -31904.019779324644 124533.24341517857 -64446.008234797308 -2496.8481510924789 22152.538221153849 232203.64001116075 693.12518248651998 32936.521248520403 -52366.688554147113 13593.88995651062 7837.1643365648051 31490.631937662765 -16061.686836976702 57752.091057477686 -78401.62217975485 -100628.02514384502 -10991.373172117934 -102722.19862831518 58317.974446128734
leaf_weight=414283 3795889 11408 343 44 293 2166 1699 27 28 24 266 422 28 37 28736 26 28 53115 1622 506 4664 576 276 343 98 116 74 808 152 67
leaf_count=414283 3795889 11408 343 44 293 2166 1699 27 28 24 266 422 28 37 28736 26 28 53115 1622 506 4664 576 276 343 98 116 74 808 152 67
internal_value=0 228.997 1303.4 5982.16 -17138.6 7101.12 15135.5 2478.9 74552.6 147378 24726.8 -40657.4 33390.2 -6484.86 463.112 27146 131068 346.899 1656.12 7154.91 2540.7 7887.29 -16784.4 24383.7 -16688.5 -24094.7 -4511.18 -26924.3 -62092.7 -28345.8
internal_weight=0 522275 107992 16442 759 15683 4275 1843 144 52 2432 466 92 64 91550 397 54 91153 62417 9302 7337 5747 1590 1965 1083 985 650 1314 335 183
internal_count=4318164 522275 107992 16442 759 15683 4275 1843 144 52 2432 466 92 64 91550 397 54 91153 62417 9302 7337 5747 1590 1965 1083 985 650 1314 335 183
is_linear=0
shrinkage=0.1


Tree=1468
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 5 4 3 0 4 5 0 5 2 5 5 0 2 5 0 0 3 2 5 0 3 3 6 3
split_gain=3.09423e+12 5.76499e+13 1.28246e+14 2.54716e+14 1.68677e+14 1.02261e+14 1.72648e+14 1.12425e+14 8.40416e+13 2.46347e+14 9.12401e+13 6.89918e+13 5.96218e+13 5.84874e+13 5.47828e+13 9.71149e+13 1.49095e+14 1.71209e+14 8.37539e+13 6.92356e+13 6.47644e+13 7.33332e+13 5.64046e+13 4.76295e+13 4.26671e+13 4.0616e+13 3.79887e+13 3.56511e+13 4.61141e+13 3.75599e+13
threshold=49.111504200000006 49.148175700000003 55.820531900000013 55.769960200000007 19.500000000000004 56.505000000000003 55.990000000000002 1.5000000000000002 20.500000000000004 55.784980300000008 2.5000000000000004 51.405000000000008 55.793358600000012 67.520000000000024 4.5000000000000009 68.52500000000002 71.00500000000001 55.812836050000008 5.5000000000000009 80.815000000000012 55.812836050000008 55.784980300000008 12.500000000000002 6.5000000000000009 68.52500000000002 55.777112100000004 20.500000000000004 17.500000000000004 1.5000000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 27 6 11 23 10 -10 14 26 25 -2 -7 -16 17 18 -17 20 21 -18 -21 -8 -12 -13 -5 28 29 -4
right_child=1 -3 4 5 -6 8 7 -9 9 -11 24 12 -14 -15 15 16 19 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-74.583407710919673 -3532.2642918198007 44.383270410114989 -47591.287494574652 13388.854972192574 64010.993865841505 88015.881108240923 -243125.39793882982 4699.449465460526 253098.15318570525 -12719.289026970264 -5840.3803485207482 14869.641939203791 19637.702489403258 -37065.795581626611 86735.231349258684 -316986.435546875 101339.58163254682 30760.009122054304 -63524.389470880677 -34269.393331755055 18544.383741230868 319771.16562500002 120302.44586063508 -78369.554380580361 35228.22880584449 122307.32942243305 -28975.360117480886 -37872.029784353152 -7819.0355601633173 66688.486717811
leaf_weight=2430983 2181 1870817 36 2312 341 527 47 57 37 604 305 47 235 683 304 32 51 61 22 99 49 22 31 28 1483 140 233 380 5874 143
leaf_count=2430983 2181 1870817 36 2312 341 527 47 57 37 604 305 47 235 683 304 32 51 61 22 99 49 22 31 28 1483 140 233 380 5874 143
internal_value=0 96.075 6005.75 13446 -4527.53 24080.8 10741.3 -101162 35478.4 2624.31 42531.1 15719.8 53167.7 -11529.3 63886.3 44935.1 10310.4 -84041.2 -213724 53367.7 107475 167168 2590.05 -181617 28222.7 95304.3 9510.32 -8160.61 -6295.37 43704.8
internal_weight=0 1.88718e+06 16364 9590 6774 6726 3099 132 3627 641 2986 2967 422 2864 1198 671 367 115 54 252 122 73 130 75 1788 187 2545 6433 6053 179
internal_count=4318164 1887181 16364 9590 6774 6726 3099 132 3627 641 2986 2967 422 2864 1198 671 367 115 54 252 122 73 130 75 1788 187 2545 6433 6053 179
is_linear=0
shrinkage=0.1


Tree=1469
num_leaves=31
num_cat=0
split_feature=5 2 6 0 0 1 1 1 5 0 3 5 0 1 5 0 0 1 5 1 1 1 4 3 5 3 0 1 5 4
split_gain=3.26912e+12 3.39029e+13 4.71801e+13 6.92076e+13 7.09957e+13 6.18308e+13 6.09655e+13 1.35422e+14 1.42493e+14 7.31121e+13 9.04298e+13 7.15073e+13 7.02873e+13 7.79612e+13 8.78006e+13 7.47172e+13 9.49211e+13 7.26617e+13 7.19495e+13 6.64567e+13 5.46337e+13 6.70268e+13 5.25328e+13 5.17369e+13 5.5041e+13 6.32414e+13 6.14033e+13 9.74512e+13 7.51893e+13 6.29643e+13
threshold=68.00500000000001 1.5000000000000002 1.5000000000000002 59.863160500000006 59.904813200000007 37.098288800000006 37.66934650000001 37.792847950000002 137.05000000000004 55.416472000000006 12.500000000000002 114.05000000000001 55.657530000000008 37.533784800000006 73.995000000000019 55.885524800000006 56.197733450000008 37.475443250000005 93.00500000000001 37.314272700000011 40.247294600000011 65.58467570000002 2.5000000000000004 3.5000000000000004 93.00500000000001 2.5000000000000004 59.834458500000004 30.259484550000003 114.05000000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 23 9 8 -8 -7 11 12 17 22 -15 -16 -17 -11 -19 -12 -9 -22 -14 24 -4 -26 29 -28 -29 -27
right_child=1 -3 5 4 -6 6 7 20 -10 10 19 -13 13 14 15 16 -18 18 -20 -21 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=40.221240902996364 1305.7473577419746 24.499672576511561 -7446.7003394188832 152603.35081380207 25817.699542308761 -13673.7319463205 -45548.69460293281 3223.6365415459572 175629.71473958335 130006.48030471304 46575.174937813237 -43137.658754797158 -54842.938675103302 121916.93284696204 8919.2361161515528 246320.69261363638 4604.3453491210939 17835.768410134184 217934.98335937501 -15705.995262291237 -8752.6300406658374 731.46831963311115 17983.502436577095 -15457.413747006894 -4786.2917972085261 240185.91542968751 211538.65570652173 -96146.815625000003 86790.284415064103 70073.801576704544
leaf_weight=3557887 14345 690234 847 48 553 963 1002 12111 30 153 212 114 121 147 296 33 32 177 20 893 17507 12974 546 6530 183 36 23 53 39 55
leaf_count=3557887 14345 690234 847 48 553 963 1002 12111 30 153 212 114 121 147 296 33 32 177 20 893 17507 12974 546 6530 183 36 23 53 39 55
internal_value=0 -188.224 -2284.5 2698.59 35943.7 -3636.25 -2279.29 -3325.5 -39119.1 10032.5 18352.1 33257.9 38968.8 27251.7 56767.3 30238.3 127322 78304.6 38150.4 -3757.03 -2458.23 -4715.8 4772.11 -11906.4 6854.32 37993 75996 27429.8 -18597.4 137371
internal_weight=0 760277 70043 14946 601 55097 47331 43624 1032 3707 2744 1639 1525 1175 508 361 65 350 197 1105 42592 30481 667 7766 1236 389 206 115 92 91
internal_count=4318164 760277 70043 14946 601 55097 47331 43624 1032 3707 2744 1639 1525 1175 508 361 65 350 197 1105 42592 30481 667 7766 1236 389 206 115 92 91
is_linear=0
shrinkage=0.1


Tree=1470
num_leaves=31
num_cat=0
split_feature=3 1 1 5 0 0 2 0 5 1 0 0 0 5 2 0 0 4 0 0 4 0 0 5 1 5 4 0 5 5
split_gain=3.24843e+12 8.23657e+12 1.27364e+13 1.19775e+13 1.36058e+13 1.32683e+13 1.09574e+13 9.76505e+12 1.43159e+13 9.68863e+12 9.70395e+12 9.01196e+12 8.37045e+12 1.12811e+13 7.95882e+12 7.34476e+12 3.3636e+13 1.72643e+13 1.26741e+13 1.44594e+13 1.20552e+13 1.91373e+13 1.11134e+13 1.82652e+13 1.40174e+13 1.23469e+13 2.354e+13 1.81079e+13 1.07404e+13 1.81922e+13
threshold=2.5000000000000004 104.38035940000002 103.85249100000001 68.00500000000001 61.785186750000001 53.719078300000007 1.5000000000000002 52.485928400000006 80.00500000000001 114.17164950000002 60.693675950000006 51.636650050000007 52.056565900000003 83.010000000000005 1.5000000000000002 47.236539400000005 51.83362145000001 6.5000000000000009 52.485928400000006 52.056565900000003 5.5000000000000009 45.005863250000004 44.039893800000009 74.610000000000014 43.048525950000005 177.02500000000003 3.5000000000000004 45.098908000000009 68.00500000000001 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 5 12 11 -6 8 -4 -7 -11 -3 13 -5 -14 20 -17 18 19 -18 22 -22 23 28 25 -24 27 -27 -1 -30
right_child=-2 3 7 4 6 9 -8 -9 -10 10 -12 -13 14 -15 -16 16 17 -19 -20 -21 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=5773.8316083600448 -14.22155426968995 2662.8640090521453 -5978.4052318917284 21996.658110902368 -58402.705546061195 19935.77078539705 18637.893352050782 23498.168975744913 81627.467714843748 16314.069595289964 -8830.0902882484716 -16908.191522459078 21223.215808726167 -20357.264916513479 71476.206994912791 8271.1901314688566 2529.9559854879008 -92398.334296875008 664.77060961553445 -23841.720667962269 113.79533617424244 124080.9425 -1314.0353598944876 -10548.949342155182 -14990.752262439577 -83022.341386718748 93735.761217948719 48449.350799005682 110926.10703735352 18607.809851137466
leaf_weight=2976 4205107 290 277 164 48 219 30 430 20 195 721 1247 118 102 43 6024 385 20 72586 452 33 20 24906 695 758 20 39 22 24 193
leaf_count=2976 4205107 290 277 164 48 219 30 430 20 195 721 1247 118 102 43 6024 385 20 72586 452 33 20 24906 695 758 20 39 22 24 193
internal_value=0 528.965 674.1 -4490.7 9632.94 -7160.03 -28771.7 13866.2 -79.0198 1040.25 -3477.35 -13215.5 16648.3 5755.68 34644.8 586.236 1087.6 498.382 523.686 -11711.4 -755.875 46893.9 -841.099 4142.22 -1593.68 -1187.27 37791.8 -14156.2 7339.95 28818.1
internal_weight=0 113057 109880 3177 505 2672 78 727 297 1135 916 1537 427 266 161 109153 79467 73443 73423 837 29686 53 29633 3888 25745 24987 81 42 3193 217
internal_count=4318164 113057 109880 3177 505 2672 78 727 297 1135 916 1537 427 266 161 109153 79467 73443 73423 837 29686 53 29633 3888 25745 24987 81 42 3193 217
is_linear=0
shrinkage=0.1


Tree=1471
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 6 3 0 5 5 0 5 0 3 0 6 5 3 3 5 5 3 3 6 5 3 4
split_gain=3.13757e+12 3.76747e+13 1.19195e+14 2.75452e+14 2.31827e+14 2.2507e+14 1.98879e+14 2.38846e+14 1.70462e+14 1.18375e+14 1.24941e+14 1.14353e+14 1.13974e+14 1.82287e+14 1.11291e+14 1.27416e+14 1.10491e+14 1.07248e+14 1.0645e+14 9.6918e+13 8.85612e+13 8.20549e+13 8.07199e+13 7.60777e+13 7.14617e+13 1.14882e+14 8.82341e+13 6.71323e+13 6.57557e+13 6.50442e+13
threshold=37.39371280000001 37.417247200000006 55.628356700000005 55.719391050000006 55.68356880000001 55.645049100000001 55.801980100000009 55.885524800000006 1.5000000000000002 22.500000000000004 55.657530000000008 42.405000000000008 59.025000000000013 55.745923000000012 59.245000000000012 55.826364100000013 22.500000000000004 55.518428350000008 1.5000000000000002 97.050000000000011 12.500000000000002 17.500000000000004 116.06000000000002 82.00500000000001 25.500000000000004 30.500000000000004 1.5000000000000002 109.05000000000001 16.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 8 12 14 11 -7 -11 -4 20 24 -8 19 -6 22 -12 -16 -5 28 -2 -23 26 -26 -14 29 -17 -9
right_child=1 -3 3 6 16 9 7 27 -10 10 18 -13 13 -15 15 21 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=202.44482437362024 -1579.6297417117389 -13.065563848650061 -42418.323262583101 -21520.147168633783 -59749.281655521714 -17850.006590741512 -15923.829973364613 11377.833414046016 6740.1110733846763 67904.487140027559 -26576.695017245984 -124334.33923515194 59228.337784104726 95944.214847023759 -14287.488208912036 -67908.309163936501 -160982.87676805066 30375.805587939227 94713.359181932479 180409.54482758621 18522.711500214758 -74048.013940289107 -203411.94779296877 7411.0717022746603 -44950.955519404553 161557.0821484375 -15188.736955915179 164185.2752232143 -183120.57842119326 -71910.197560607281
leaf_weight=650275 2145 3649378 322 826 826 1735 2141 2812 281 407 430 362 482 421 216 93 124 1654 87 29 1667 521 20 147 264 30 238 28 106 97
leaf_count=650275 2145 3649378 322 826 826 1735 2141 2812 281 407 430 362 482 421 216 93 124 1654 87 29 1667 521 20 147 264 30 238 28 106 97
internal_value=0 -35.8912 -4535.88 -8627.05 -28991.9 -17465.3 579.207 -10589.1 -58832.9 -2452.26 26460.2 -85771.5 18179 40630.9 -29253.9 -54919.1 -72962.9 11203.2 -6166.18 8758.28 5255.4 -72913.3 -3444.13 -56122.1 17665.5 -23878.7 34629.4 10083.9 -129278 8600.61
internal_weight=0 3.66789e+06 18511 14692 4574 3624 10118 6190 965 2659 924 684 3928 1435 3253 1112 950 3819 517 245 2493 867 2165 668 1014 294 720 2937 199 2909
internal_count=4318164 3667889 18511 14692 4574 3624 10118 6190 965 2659 924 684 3928 1435 3253 1112 950 3819 517 245 2493 867 2165 668 1014 294 720 2937 199 2909
is_linear=0
shrinkage=0.1


Tree=1472
num_leaves=31
num_cat=0
split_feature=0 1 1 5 3 3 1 0 0 0 5 5 5 5 3 6 5 3 3 3 0 1 5 5 6 5 0 3 2 0
split_gain=2.8482e+12 1.19423e+13 3.35347e+13 6.33284e+13 4.5806e+13 3.71866e+13 3.61203e+13 4.05539e+13 3.01232e+13 4.55363e+13 4.66347e+13 4.42322e+13 3.41055e+13 3.72086e+13 1.27458e+14 5.10906e+13 3.83296e+13 5.78185e+13 3.44459e+13 3.83135e+13 3.27926e+13 7.30058e+13 6.37358e+13 3.80303e+13 3.52132e+13 3.57223e+13 3.31906e+13 4.18172e+13 3.16894e+13 5.8452e+13
threshold=45.098908000000009 39.110397700000007 39.262370300000008 85.020000000000024 17.500000000000004 19.500000000000004 39.143775600000005 45.040161900000008 45.029420750000007 45.055827000000008 125.85000000000001 225.45000000000002 161.85000000000002 95.020000000000024 12.500000000000002 1.5000000000000002 94.040000000000006 15.500000000000002 9.5000000000000018 11.500000000000002 44.226894250000008 39.767857750000005 68.52500000000002 89.00500000000001 1.5000000000000002 132.05000000000004 44.732363600000006 8.5000000000000018 4.5000000000000009 45.040161900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -3 20 11 -11 12 13 16 18 -16 -10 -18 -15 28 -4 23 26 -22 -24 -26 -23 -28 29 -20
right_child=-2 2 8 5 -6 -7 -8 -9 9 10 -12 -13 -14 14 15 -17 17 -19 19 -21 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=529.20082473199375 -31.241521898607552 7474.7861180754471 124.70437250647443 -52636.082900709938 -20140.405583665808 87387.267128906256 -12392.18660962427 -7752.2257177062238 7250.9775244791854 -2307.7283067521216 -125317.50859375001 127893.61018145162 -58914.701493489585 -9405.4567655708724 -14575.00920266544 119642.7623469481 35797.649335937502 -170115.57989583336 44116.546855302295 -48476.104963795733 -31244.842352061896 -7676.2732899143375 23060.874648907396 -159324.52063802083 -14669.617909222885 -67024.217181712957 7894.0583913601004 -2962.7901112451086 26475.313943614132 238125.75449218752
leaf_weight=378253 3761543 4619 128262 367 1568 20 2404 2815 7929 5302 31 31 75 433 34 171 25 30 44 41 681 4839 239 24 3764 135 6427 7919 115 24
leaf_count=378253 3761543 4619 128262 367 1568 20 2404 2815 7929 5302 31 31 75 433 34 171 25 30 44 41 681 4839 239 24 3764 135 6427 7919 115 24
internal_value=0 211.124 -463.399 -5616.65 -4266.83 -45399.7 -1736.87 1708.84 -98.5641 4292.21 -3022.77 8649.98 8235.62 8804.95 28543 97382.3 6673.91 -76518.7 7063.51 38898.6 -510.425 -3900.76 -2942.41 -35605 -14198.4 -16482.4 -514.606 1901.07 58474.4 112590
internal_weight=0 556621 178368 11793 11406 387 9838 7434 166575 14285 5333 8952 8921 8846 862 205 7984 55 657 224 152290 24028 23323 705 4138 3899 19185 14346 183 68
internal_count=4318164 556621 178368 11793 11406 387 9838 7434 166575 14285 5333 8952 8921 8846 862 205 7984 55 657 224 152290 24028 23323 705 4138 3899 19185 14346 183 68
is_linear=0
shrinkage=0.1


Tree=1473
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 1 1 3 5 4 5 5 0 1 5 3 5 1 5 3 0 1 1 3 1 3 5 2 0 3
split_gain=2.89363e+12 2.88457e+13 4.86703e+13 8.42294e+13 7.18293e+13 5.52145e+13 6.10974e+13 6.86687e+13 5.29543e+13 5.32048e+13 5.19108e+13 5.10492e+13 3.71511e+13 1.05984e+14 7.80998e+13 6.22806e+13 5.67081e+13 7.67041e+13 3.65549e+13 1.02014e+14 6.26194e+13 1.07778e+14 7.36907e+13 1.09665e+14 6.5722e+13 1.5879e+14 7.38646e+13 6.39904e+13 8.54295e+13 6.07557e+13
threshold=56.758269450000007 56.876792350000009 60.695889550000011 75.750000000000014 56.782419000000012 53.140944450000006 37.098288800000006 10.500000000000002 55.405000000000008 2.5000000000000004 90.015000000000015 98.020000000000024 57.057093650000006 61.284352600000013 97.050000000000011 10.500000000000002 78.010000000000005 61.880021000000006 60.005000000000003 13.500000000000002 56.791364150000007 60.528664650000003 60.58031445000001 23.500000000000004 60.601268000000012 17.500000000000004 99.555000000000021 11.500000000000002 56.819808050000006 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 -2 -9 -10 -11 -8 13 14 15 -3 17 -15 -7 -20 21 -21 27 24 25 26 -24 -22 -29 -26
right_child=1 12 3 -5 -6 18 11 8 9 10 -12 -13 -14 16 -16 -17 -18 -19 19 20 22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=-42.566519985055116 18431.032331104241 978.46375977000571 7316.0378729925287 -42088.340296920418 -10375.510746658052 1354.6947149897819 -17953.271098080695 1739.4450414730791 -24736.805648213456 24915.587895601115 -45021.882452748992 -164563.96861979167 86.524999828660938 -37806.903151105085 -33598.084682662404 -7835.7177070364996 -90862.365444869356 -517.89808824134604 10372.86092920854 15105.802856786806 -14656.786386594122 -21440.259864442807 41532.605886306585 -2367.4200207541062 8767.2199341105716 96287.549706453399 -21951.172674168582 -25013.730860421765 19983.220330340737 51652.414524048538
leaf_weight=3399081 1483 32768 3929 586 5518 89531 2277 4039 1944 471 137 24 722972 1155 756 10613 119 1056 18698 1126 3553 2848 417 5670 4277 338 327 586 1507 358
leaf_count=3399081 1483 32768 3929 586 5518 89531 2277 4039 1944 471 137 24 722972 1155 756 10613 119 1056 18698 1126 3553 2848 417 5670 4277 338 327 586 1507 358
internal_value=0 157.425 1427.77 -5299.62 -3017.61 1911.22 -5107.6 -1010.93 -5385.45 -16661.9 9156.65 -19482.5 -89.6363 -2830.5 -1733.2 -1177.89 -23616.5 -19997.2 2474.69 5000.18 218.038 -11085.2 2855.23 7486.78 17260 39451.3 13630.5 -6485.81 7384.93 12079.6
internal_weight=0 919083 149644 10033 9447 139611 10375 8074 6591 2552 608 2301 769439 46467 44137 43381 2330 2211 129236 39705 21007 3974 17033 11387 5717 1082 744 5646 2093 4635
internal_count=4318164 919083 149644 10033 9447 139611 10375 8074 6591 2552 608 2301 769439 46467 44137 43381 2330 2211 129236 39705 21007 3974 17033 11387 5717 1082 744 5646 2093 4635
is_linear=0
shrinkage=0.1


Tree=1474
num_leaves=31
num_cat=0
split_feature=1 1 0 1 3 3 5 1 5 0 5 3 0 3 5 5 1 3 2 3 2 2 6 5 2 2 5 2 2 3
split_gain=2.9634e+12 8.37119e+13 3.6311e+13 3.47597e+13 4.78137e+13 7.28781e+13 5.38769e+13 5.17367e+13 7.97287e+13 6.96948e+13 8.76683e+13 9.95175e+13 9.04279e+13 7.89319e+13 6.51704e+13 9.49129e+13 5.59802e+13 5.38978e+13 5.30508e+13 5.83761e+13 1.00938e+14 5.28478e+13 5.13487e+13 4.98302e+13 4.91396e+13 8.62508e+13 4.66335e+13 4.24152e+13 4.20575e+13 6.1102e+13
threshold=61.880021000000006 61.463701450000009 55.099723300000008 65.58467570000002 22.500000000000004 20.500000000000004 150.04500000000004 65.551978750000004 97.050000000000011 57.178027650000011 132.05000000000004 6.5000000000000009 57.147575200000006 9.5000000000000018 80.815000000000012 67.990000000000023 65.565203050000022 14.500000000000002 6.5000000000000009 14.500000000000002 2.5000000000000004 5.5000000000000009 1.5000000000000002 109.05000000000001 6.5000000000000009 4.5000000000000009 59.810000000000009 15.500000000000002 8.5000000000000018 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -2 14 10 11 -10 13 -12 15 22 -15 -16 19 -13 -21 -11 -9 -22 25 -18 -7 -19 -17 -30
right_child=3 2 -4 -5 6 26 -8 8 9 21 12 18 -14 16 17 28 24 27 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-14.477012397457131 21.088793934683956 -19861.08594402063 -5480.4102675223958 -11.951288750227189 22167.455240254774 -12649.55955328772 -128868.10914713543 13734.4735067008 -45362.08836999318 35397.038099888392 67731.775422420062 54146.646649868206 -72340.774707988661 -104169.59697895666 -752.97567645073377 29539.733754014771 70399.285046386722 -33711.452155595551 25693.378245611613 -38888.370343750001 141066.20636574074 -86840.735866292322 960.98499172774814 319609.98281250003 99277.85470799038 -169928.03364955357 -71178.095301231981 55833.408447265625 -7336.3313432508075 42355.824276430008
leaf_weight=3098703 48758 2012 13790 1121755 1484 394 24 3793 126 56 172 708 153 62 2149 2153 32 955 636 25 54 96 18481 22 42 28 208 56 895 342
leaf_count=3098703 48758 2012 13790 1121755 1484 394 24 3793 126 56 172 708 153 62 2149 2153 32 955 636 25 54 96 18481 22 42 28 208 56 895 342
internal_value=0 -51.4995 -7311.44 133.256 2122.02 1791.11 19763.7 2052.62 5244.19 23540.3 28362 39871.4 -8614.16 20404.2 3840.12 5508.63 -29232 -9710.73 47303.5 64292.5 135414 -41805.8 3136.16 192750 16318.3 -41753.5 -32872 -28751.5 21097 6402.32
internal_weight=0 3.1145e+06 15802 1.20366e+06 81904 80396 1508 79794 31036 2212 2060 1571 489 336 28824 25664 164 3160 1445 809 101 152 22274 76 102 60 602 1011 3390 1237
internal_count=4318164 3114505 15802 1203659 81904 80396 1508 79794 31036 2212 2060 1571 489 336 28824 25664 164 3160 1445 809 101 152 22274 76 102 60 602 1011 3390 1237
is_linear=0
shrinkage=0.1


Tree=1475
num_leaves=31
num_cat=0
split_feature=5 4 3 2 2 0 1 0 2 0 2 2 0 3 5 0 0 2 5 1 3 0 1 0 0 0 5 0 0 0
split_gain=3.11028e+12 2.98296e+13 3.96478e+13 6.29567e+13 7.30071e+13 5.47478e+13 7.72877e+13 6.76517e+13 9.061e+13 6.68226e+13 5.95756e+13 5.62869e+13 5.89328e+13 5.41209e+13 6.72262e+13 5.07037e+13 4.81608e+13 4.77318e+13 4.51307e+13 4.14548e+13 4.12232e+13 5.81461e+13 9.69283e+13 9.51374e+13 1.15313e+14 9.26043e+13 8.09535e+13 7.53528e+13 4.53898e+13 7.41262e+13
threshold=112.04500000000002 3.5000000000000004 16.500000000000004 9.5000000000000018 16.500000000000004 55.030402950000003 38.911476500000006 55.899899800000007 1.5000000000000002 56.802385350000009 2.5000000000000004 5.5000000000000009 50.565831500000009 19.500000000000004 137.05000000000004 55.842510000000011 55.795550600000006 8.5000000000000018 118.33500000000002 83.761389800000003 15.500000000000002 60.017447350000005 30.315880100000005 56.802385350000009 45.053747000000008 45.040161900000008 118.33500000000002 56.819808050000006 45.067452850000002 45.013473000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 5 -5 6 10 13 -9 -10 -4 -12 -13 14 15 -7 17 -15 -11 -6 28 22 -22 24 25 -24 -26 -25 29 -2
right_child=1 -3 3 4 19 7 -8 8 9 18 11 12 -14 16 -16 -17 -18 -19 -20 -21 21 -23 23 27 26 -27 -28 -29 -30 -31
leaf_value=10.833527074012562 -2453.8002503531843 1503.005452788417 204919.54875000002 20954.528345277849 -2348.9001112054989 64005.384928255728 -32054.514837370447 167145.08262442131 -72504.339086394626 21087.972214425226 -58416.214420572913 204700.09427083333 14671.757567401961 28981.437515630532 -17818.60222675588 213342.34056250003 -61107.076541822789 -86279.721190490731 -24978.490917608397 132405.21888586957 103711.34405025654 -148563.5864494555 -27785.815153167016 -163120.22553790986 47988.768772794763 -148206.85258928573 -7347.524110269781 -43558.51953181631 -5707.6871098118881 23230.802700163607
leaf_weight=4248930 4156 33114 20 2790 3074 251 1194 27 188 350 54 24 51 353 101 25 98 40 542 23 67 33 728 61 392 70 812 388 18668 1540
leaf_count=4248930 4156 33114 20 2790 3074 251 1194 27 188 350 54 24 51 353 101 25 98 40 542 23 67 33 728 61 392 70 812 388 18668 1540
internal_value=0 -664.86 -2652.31 3012.97 9221.66 -8002.88 -23580.1 2589.64 -13799 -18322.6 44328.7 19430.9 75480.8 23490.8 51987.4 77532.3 1610.52 17250 -6903.08 -1348.14 -4589.85 -16684.5 -14956.1 -18200 -8869.7 -38349.1 10668.9 -59801.9 -3323.5 4490.42
internal_weight=0 69234 36120 9205 5887 3318 1343 1975 1107 1080 149 129 75 868 377 276 491 393 892 3097 26915 2551 2518 2451 2002 798 1204 449 24364 5696
internal_count=4318164 69234 36120 9205 5887 3318 1343 1975 1107 1080 149 129 75 868 377 276 491 393 892 3097 26915 2551 2518 2451 2002 798 1204 449 24364 5696
is_linear=0
shrinkage=0.1


Tree=1476
num_leaves=31
num_cat=0
split_feature=5 3 5 1 5 1 0 6 1 3 0 3 1 3 1 2 1 0 3 1 1 1 0 2 0 0 3 1 2 0
split_gain=2.995e+12 1.1018e+13 7.03547e+12 3.45591e+13 3.28962e+13 4.8937e+13 7.20329e+13 4.88373e+13 4.59102e+13 6.40957e+13 4.09166e+13 5.48392e+13 5.03741e+13 5.1421e+13 4.58672e+13 4.31074e+13 6.11793e+13 5.13595e+13 4.59277e+13 6.67299e+13 3.81904e+13 3.51285e+13 5.73168e+13 6.13128e+13 4.16444e+13 5.23724e+13 5.57858e+13 3.36117e+13 3.30722e+13 3.14807e+13
threshold=225.45000000000002 34.500000000000007 150.04500000000004 38.969379750000009 161.85000000000002 44.083877800000003 56.281985950000006 1.5000000000000002 39.899261850000009 4.5000000000000009 55.099723300000008 18.500000000000004 65.551978750000004 16.500000000000004 53.140944450000006 4.5000000000000009 82.888608650000023 55.020029900000004 3.5000000000000004 47.473138800000008 38.996948700000011 49.073956850000009 56.501468900000013 3.5000000000000004 55.734663800000007 55.777112100000004 6.5000000000000009 60.837513500000007 2.5000000000000004 57.117834900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -8 -9 -10 15 12 13 21 -15 16 18 28 -7 -20 -6 22 23 -12 27 26 -26 -23 -18 -14
right_child=1 -3 3 4 20 10 7 8 9 -11 11 -13 29 14 -16 -17 17 -19 19 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.94055818705883 2291.7989793363258 74904.647898065479 6562.1836051342971 -9617.9833879219277 -50034.254325332156 -88034.434803734766 -74416.810795454541 195674.72833333336 -88647.002897135419 94856.2582816746 -280330.71481481486 16934.360064441429 -28857.075445312501 -272614.81965820317 -67566.315364583337 14777.077892573747 -32764.997993607954 3740.694690504808 -108859.64695581897 57310.059005253243 1.0636890334047215 -205800.5625 -21238.871841032611 -70924.979849137933 152617.18359375 -39909.371762705996 -42110.686551339284 -68763.130387369791 -137991.27794228832 62295.791918545081
leaf_weight=4302555 4241 21 3075 599 157 41 22 30 24 92 27 167 100 20 24 446 44 65 29 145 5377 22 46 29 31 457 28 96 93 61
leaf_count=4302555 4241 21 3075 599 157 41 22 30 24 92 27 167 100 20 24 446 44 65 29 145 5377 22 46 29 31 457 28 96 93 61
internal_value=0 2649.58 -2.6177 -2489.38 -5854.17 -14819.6 6611.67 64478.1 85407.5 56890.1 -23159.4 -35875.2 -45247.3 -55759 -160770 -6833.73 -29947.4 -69463.9 7179.61 29615.1 -1418.44 -49481.2 -103948 -171888 -40718.3 -28462.3 60204 -94312.5 -104196 5679.1
internal_weight=0 4262 4.3139e+06 11347 8272 2738 767 168 146 116 1971 1108 941 780 44 863 417 202 215 174 5534 736 102 56 634 516 59 118 137 161
internal_count=4318164 4262 4313902 11347 8272 2738 767 168 146 116 1971 1108 941 780 44 863 417 202 215 174 5534 736 102 56 634 516 59 118 137 161
is_linear=0
shrinkage=0.1


Tree=1477
num_leaves=31
num_cat=0
split_feature=3 4 5 5 0 1 2 0 6 5 1 5 0 5 5 4 5 1 1 0 5 1 1 1 1 0 1 0 1 5
split_gain=3.00768e+12 7.44971e+12 1.75352e+13 1.54961e+13 1.44122e+13 1.33156e+13 1.10555e+13 1.49936e+13 9.48229e+12 8.30109e+12 1.71193e+13 1.49088e+13 1.04438e+13 1.48273e+13 1.02976e+13 9.90068e+12 8.91232e+12 8.0266e+12 2.88502e+13 2.63614e+13 3.17751e+13 2.29204e+13 2.49911e+13 4.16848e+13 2.51884e+13 2.17657e+13 2.73046e+13 3.90506e+13 7.14898e+13 2.32294e+13
threshold=2.5000000000000004 1.5000000000000002 93.00500000000001 33.805000000000007 45.005863250000004 37.559851850000008 2.5000000000000004 55.628356700000005 1.5000000000000002 51.815000000000005 60.695889550000011 75.750000000000014 56.911498950000002 58.040000000000006 84.030000000000015 1.0000000180025095e-35 51.015000000000008 82.968597500000016 60.479177250000006 54.864040150000001 88.015000000000015 60.528664650000003 82.907204800000002 82.837870700000011 60.648383500000008 55.025681450000008 61.42204370000001 54.945614000000006 82.911991800000024 58.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 17 -8 -5 16 11 12 13 -11 -13 -15 -10 18 -3 -20 25 -22 23 24 -23 26 -21 28 -28 -29
right_child=-2 6 -4 8 5 -7 7 -9 9 10 -12 14 -14 15 -16 -17 -18 -19 19 20 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=9831.5897600320095 -13.684427308306958 467.46758343064107 37233.548311767576 12181.119117843489 8875.8212365337513 -1113.7876514424327 -7690.9054687500002 114757.50870483399 -4711.8517370181016 -20995.34352470703 10551.324753289475 54935.073913574219 9133.1065190124518 -12120.019937500001 -31717.342447916672 -81895.2979788964 25325.943468750003 -1466.8339751013407 -4343.3558115049336 -34193.436710130329 126258.84831730771 -73125.536257102271 107289.97700591217 -109246.85964673915 37755.144038708582 4519.4605990644404 22160.345608320029 8492.6768264569746 153823.38523735435 41476.324599006097
leaf_weight=1540 4205107 61457 120 329 1458 15731 20 20 8075 125 152 32 40 25 24 109 100 11845 2088 99 26 22 37 23 298 7591 137 1216 59 259
leaf_count=1540 4205107 61457 120 329 1458 15731 20 20 8075 125 152 32 40 25 24 109 100 11845 2088 99 26 22 37 23 298 7591 137 1216 59 259
internal_value=0 508.986 -910.537 -1075.54 563.864 -266.452 973.18 53533.3 -4482.99 -5114.46 -17530.9 -29554.9 -38423.7 -45768.4 17798.3 -68877.5 -4344.42 948.492 1338.74 5855.44 8035.75 35423.8 29208.7 20786 30132.1 6847.89 16833.8 19857 61793.6 14284.4
internal_weight=0 113057 27860 27740 18729 17189 85197 40 9011 8682 507 355 299 259 56 134 8175 85157 73312 11855 9767 406 380 343 320 9361 1770 1671 196 1475
internal_count=4318164 113057 27860 27740 18729 17189 85197 40 9011 8682 507 355 299 259 56 134 8175 85157 73312 11855 9767 406 380 343 320 9361 1770 1671 196 1475
is_linear=0
shrinkage=0.1


Tree=1478
num_leaves=31
num_cat=0
split_feature=5 5 6 1 5 1 1 1 0 0 3 3 3 1 3 4 3 3 1 3 0 3 2 0 1 0 0 1 1 5
split_gain=2.89745e+12 1.63928e+13 1.80853e+13 1.77939e+13 1.73426e+13 2.58032e+13 2.81036e+13 4.46501e+13 5.02306e+13 2.9055e+13 3.96841e+13 2.9739e+13 4.3315e+13 2.8285e+13 2.71384e+13 3.83025e+13 2.6808e+13 2.47173e+13 3.26088e+13 2.06477e+13 2.64294e+13 1.89072e+13 1.95368e+13 1.74043e+13 2.92985e+13 2.39261e+13 1.65364e+13 1.62645e+13 3.444e+13 9.68917e+13
threshold=39.005000000000003 39.025000000000013 1.5000000000000002 82.968597500000016 39.305000000000007 38.096381250000007 37.752451500000006 37.832345550000007 55.812836050000008 55.860536450000005 14.500000000000002 12.500000000000002 13.500000000000002 30.362552800000003 18.500000000000004 1.5000000000000002 16.500000000000004 15.500000000000002 37.767735350000002 32.500000000000007 55.899899800000007 19.500000000000004 10.500000000000002 55.745923000000012 37.487839250000007 55.755036050000008 59.963407450000012 30.451272450000005 38.096381250000007 37.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 -4 5 6 9 8 17 14 11 -11 -13 -12 -3 21 -10 18 -8 20 -15 22 -16 -23 -25 -26 -14 -1 -29 -30
right_child=1 4 3 -5 -6 -7 7 -9 16 10 13 12 26 19 15 -17 -18 -19 -20 -21 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=1287.680156007141 -1383.9503043239959 1067.7048193301107 -18578.273077677248 -4381.8229054459143 -46.393949872733607 8047.1880169627684 834.63612588418493 -1725.0312730585863 -71179.150026939664 1812.637562169989 -28802.281123043587 96016.542128906251 41933.568701171876 -53763.51710406554 159978.42017045454 -40080.543717447923 -215746.75502717393 7092.8155736890885 -83980.935813551696 65691.352399553565 -60.607479369970292 36930.576515206216 26709.049928977271 -49715.057968750007 -45683.882069359759 38244.798097922583 -25381.888040161135 -1035.8256635238117 -135.60313557100551 2860.6597921645621
leaf_weight=110592 18265 1257 1265 2923 3088542 6523 74 788 29 956 742 90 72 103 22 87 23 118 117 42 831 541 22 70 41 198 74 242337 714284 127136
leaf_count=110592 18265 1257 1265 2923 3088542 6523 74 788 29 956 742 90 72 103 22 87 23 118 117 42 831 541 22 70 41 198 74 242337 714284 127136
internal_value=0 -50.6502 -2742.95 -8669.91 -31.1587 3639.25 -926.893 -15067.7 -44192.3 2229.24 -4359.08 9660.51 41451 -14086.3 10795.8 23260.9 -135123 -28890.1 -51120.5 -2898.54 -5982.88 29425 93343.7 26116.3 7182.45 23847 7814.78 132.475 14.5926 317.123
internal_weight=0 3.12382e+06 22453 4188 3.10136e+06 12820 6297 1149 361 5148 2910 1192 236 1718 2238 981 52 309 191 976 934 894 44 850 309 239 146 1.19435e+06 1.08376e+06 841420
internal_count=4318164 3123815 22453 4188 3101362 12820 6297 1149 361 5148 2910 1192 236 1718 2238 981 52 309 191 976 934 894 44 850 309 239 146 1194349 1083757 841420
is_linear=0
shrinkage=0.1


Tree=1479
num_leaves=31
num_cat=0
split_feature=5 5 0 0 3 1 5 3 5 0 1 0 2 3 1 1 0 0 4 0 1 0 3 4 2 2 0 0 1 0
split_gain=3.20896e+12 2.3529e+13 1.59846e+13 5.29797e+13 2.70651e+13 2.58225e+13 2.61039e+13 3.34272e+13 2.47185e+13 3.64122e+13 5.66292e+13 3.28293e+13 4.30122e+13 3.13853e+13 2.68049e+13 4.38554e+13 4.38387e+13 3.39402e+13 3.01142e+13 2.98205e+13 2.87935e+13 3.64406e+13 2.65263e+13 2.58973e+13 4.38052e+13 3.31455e+13 2.3737e+13 2.36281e+13 8.69148e+13 2.36231e+13
threshold=34.010000000000012 35.505000000000003 55.039751500000008 55.07108800000001 10.500000000000002 82.784560750000011 32.005000000000003 18.500000000000004 28.810000000000006 45.098908000000009 42.09605220000001 44.226894250000008 3.5000000000000004 5.5000000000000009 54.845880150000006 82.957885500000017 53.145783300000012 55.034903650000011 1.0000000180025095e-35 54.990279300000005 82.963712850000022 54.947737500000009 7.5000000000000009 3.5000000000000004 5.5000000000000009 3.5000000000000004 45.053747000000008 55.034903650000011 82.963712850000022 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 -4 7 -7 13 10 11 12 -10 29 16 19 -11 18 -17 -16 21 -20 -18 -15 25 -25 -13 -6 -29 -1
right_child=1 -3 3 -5 27 6 -8 -9 9 14 -12 26 -14 23 15 17 22 -19 20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-5942.0684756305209 -1468.1464636477226 7.317072148274943 -8981.8404371612996 393.06887475037524 -1934.4746893931513 8549.8848124626147 18462.960020875831 -4236.1077917729881 4694.2195038997415 -660.95835703596993 -7507.0794517441318 157.62370789710317 21684.659536769846 4984.3238254193957 5441.4800905916236 1041.9752972215074 -8909.2920582496627 18250.948374624317 -9371.7793944244295 -3848.0017089316339 -1731.9868027324105 26426.13654334117 -324.41716133647651 47294.530672200519 -19304.896051520271 219324.19324776786 6638.9647118815774 -31967.817287915197 23951.498813227401 1341.5638523262994
leaf_weight=5306 111530 3494072 1015 370243 59068 9656 1892 2594 4608 32648 4909 16614 2202 19556 18998 36994 14065 902 7885 4224 56378 295 4837 24 37 21 8563 938 395 27695
leaf_count=5306 111530 3494072 1015 370243 59068 9656 1892 2594 4608 32648 4909 16614 2202 19556 18998 36994 14065 902 7885 4224 56378 295 4837 24 37 21 8563 938 395 27695
internal_value=0 -38.3226 193.914 630.295 -320.146 6425.06 7530.84 5842.39 112.651 -364.629 2493.4 4028.16 10188 2054.1 -959.631 -171.984 -2879.87 -1061.33 -1232.86 3751.76 -2536.43 -8080.78 -6712.43 5219.47 61299.9 127575 2362.01 -2231.59 -15397.6 170.48
internal_weight=0 3.6056e+06 712562 385400 327162 15157 14142 12250 266761 214122 36896 31987 6810 52639 177226 125676 51550 102454 101552 23222 64558 8180 18902 19638 82 45 25177 60401 1333 33001
internal_count=4318164 3605602 712562 385400 327162 15157 14142 12250 266761 214122 36896 31987 6810 52639 177226 125676 51550 102454 101552 23222 64558 8180 18902 19638 82 45 25177 60401 1333 33001
is_linear=0
shrinkage=0.1


Tree=1480
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 3 3 0 3 0 0 0 5 1 5 5 0 3 0 5 3 3 1 2 5 0 5 0 5 5
split_gain=2.96495e+12 3.48423e+13 1.16175e+14 1.58576e+14 1.58476e+14 9.05103e+13 8.3898e+13 9.94144e+13 6.81932e+13 1.01264e+14 6.82381e+13 1.86843e+14 1.04778e+14 9.70362e+13 7.41108e+13 6.26542e+13 6.08018e+13 5.22503e+13 5.07775e+13 5.33558e+13 4.88403e+13 4.76461e+13 5.94994e+13 5.77332e+13 4.63789e+13 4.35712e+13 5.34587e+13 4.27912e+13 4.24971e+13 4.15046e+13
threshold=38.781124500000011 38.959914000000005 45.254062050000009 38.891822450000006 45.112033650000008 5.5000000000000009 6.5000000000000009 45.013473000000012 9.5000000000000018 45.063245200000004 45.047272400000004 45.059881250000011 63.855000000000011 38.92948375000001 74.010000000000005 67.990000000000023 45.005863250000004 9.5000000000000018 55.801980100000009 85.91500000000002 3.5000000000000004 12.500000000000002 38.950530550000003 8.5000000000000018 53.385000000000012 45.087005000000012 125.85000000000001 47.236539400000005 96.015000000000015 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 20 6 -5 15 16 9 -9 -10 14 -13 -14 -12 -2 -8 24 19 27 -4 22 -16 -24 -6 -17 -27 -7 -25 -15
right_child=1 -3 3 5 17 18 7 8 10 -11 11 12 13 29 21 25 -18 -19 -20 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=125.88240817620328 -5261.0188968539869 3.4867491852648018 9925.8874319656352 -12707.330024054789 11651.000213148713 -17705.291796720481 -18566.084894392025 -6694.5172401168211 5594.8685880086396 19097.733018118546 -17651.118044257837 -4498.6235534255711 -12597.795184249446 45112.901726901509 -61184.128142274101 -14759.396295493723 -90640.503797238372 -19296.085095888851 8441.8338439941417 -113691.85040601094 -4734.6514177161434 -79143.095609907672 -40070.298295829671 2488.0436602192544 33800.947418357107 -40966.095773333451 -172312.75942234849 -48327.604790706428 161215.65676731418 15476.481292156492
leaf_weight=1305419 13704 2927498 2885 6110 1943 711 1263 2230 13845 4796 2305 12980 1233 543 212 1192 129 326 232 96 10701 374 71 31 1841 508 33 1274 37 3642
leaf_count=1305419 13704 2927498 2885 6110 1943 711 1263 2230 13845 4796 2305 12980 1233 543 212 1192 129 326 232 96 10701 374 71 31 1841 508 33 1274 37 3642
internal_value=0 -54.5447 -2047.42 -8305 130.43 -19085.3 -1189.4 1049.66 1914.99 10911.5 122.987 -3412.49 377.021 12057.7 -26422.2 -7526.55 -25245.4 19118 -35933.3 -40880.5 -1621.47 -54308.2 -27845.9 23000.8 22427.4 -25441.6 -48978 -37359.1 88854.5 19321.8
internal_weight=0 3.01274e+06 85247 22009 63238 8423 59128 43691 42299 7026 35273 21428 18398 5418 3030 15437 1392 4110 2313 2081 13586 725 351 139 3784 1733 541 1985 68 4185
internal_count=4318164 3012745 85247 22009 63238 8423 59128 43691 42299 7026 35273 21428 18398 5418 3030 15437 1392 4110 2313 2081 13586 725 351 139 3784 1733 541 1985 68 4185
is_linear=0
shrinkage=0.1


Tree=1481
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 0 5 5 1 0 0 5 0 5 3 6 3 1 4 1 0 2 2 0 5 6 3 0 2 4
split_gain=2.84751e+12 1.32492e+13 7.22886e+13 4.27976e+13 3.98998e+13 1.34332e+14 6.07409e+13 5.17871e+13 5.12608e+13 4.18877e+13 1.34905e+14 7.77644e+13 5.19078e+13 5.80042e+13 3.94147e+13 3.40112e+13 2.91191e+13 2.85588e+13 4.61376e+13 5.69523e+13 4.91647e+13 6.29099e+13 1.01528e+14 6.29431e+13 5.63486e+13 4.01567e+13 3.84344e+13 3.71197e+13 3.20477e+13 4.30376e+13
threshold=83.663637000000008 83.011163250000024 53.204054050000003 4.5000000000000009 4.5000000000000009 55.043101600000007 150.04500000000004 34.920000000000009 83.140147550000009 54.864040150000001 54.99493995000001 42.205000000000005 54.762542150000009 101.05000000000001 17.500000000000004 1.5000000000000002 3.5000000000000004 83.003542850000017 2.5000000000000004 83.006817700000013 55.034903650000011 8.5000000000000018 6.5000000000000009 55.017766000000002 59.245000000000012 1.5000000000000002 8.5000000000000018 54.99493995000001 7.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -3 6 -6 8 -7 9 11 -11 -4 -13 15 -9 -14 -10 -1 28 26 21 22 27 -23 -22 -24 -20 -21 29 -19
right_child=-2 2 4 -5 5 7 -8 14 16 10 -12 12 13 -15 -16 -17 -18 18 19 20 24 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-13.161226618560836 345.7249723038945 -20532.471156080876 4024.0685742980918 -99567.706390765772 -728.13132787131451 2458.5620735509292 -105866.1667729592 -27442.671825640617 -125.31927008241597 -19836.271499848761 17349.93776393872 -1271.3968179769449 -36876.00380667892 188619.02739955357 25742.012855843321 46790.245512495632 -24251.507647671009 257.19550293121603 46548.00951087827 -68669.178075396834 26281.442562603479 57887.027813720706 -26628.064420572919 -43097.358188653765 -47195.163586353556 70515.234593880217 -10093.66635668699 8868.0690469785604 8738.9501093504223 9660.314978943019
leaf_weight=3878310 225778 179 1527 111 148808 873 49 3056 2475 1519 2727 286 51 28 146 1027 627 22661 122 63 151 74 48 372 338 375 6636 3093 10455 6199
leaf_count=3878310 225778 179 1527 111 148808 873 49 3056 2475 1519 2727 286 51 28 146 1027 627 22661 122 63 151 74 48 372 338 375 6636 3093 10455 6199
internal_value=0 -19.0737 -901.132 -50783.9 -812.492 -1218.66 5206.87 -19131.3 5736.97 10386.2 4046.63 19607.9 36703 46522.8 -25017.6 42832 -5001.89 17.6304 2378.31 -3261.79 5435.49 9073.11 13486.4 -26342.1 -24506.1 59491.9 -9071.13 7320.27 3995.38 2276.94
internal_weight=0 4.09239e+06 163489 290 163199 152883 10316 4075 10267 7165 4246 2919 1392 1106 3202 1078 3102 3.9289e+06 50587 11272 4514 4025 3579 446 489 423 6758 3156 39315 28860
internal_count=4318164 4092386 163489 290 163199 152883 10316 4075 10267 7165 4246 2919 1392 1106 3202 1078 3102 3928897 50587 11272 4514 4025 3579 446 489 423 6758 3156 39315 28860
is_linear=0
shrinkage=0.1


Tree=1482
num_leaves=31
num_cat=0
split_feature=0 6 0 1 5 1 3 3 0 3 4 0 5 4 5 1 3 1 1 3 3 3 5 5 5 2 1 5 3 2
split_gain=2.81946e+12 3.09586e+13 7.62879e+13 1.58988e+14 1.39893e+14 1.44876e+14 1.65507e+14 2.62807e+14 3.33842e+14 1.74242e+14 3.78e+14 1.72024e+14 1.48604e+14 1.33195e+14 1.23047e+14 1.21699e+14 1.75636e+14 1.13795e+14 3.30901e+14 1.10365e+14 1.0847e+14 1.4715e+14 1.85043e+14 1.7293e+14 1.06613e+14 1.05901e+14 9.12279e+13 8.54113e+13 8.61403e+13 8.27499e+13
threshold=59.939091550000008 1.5000000000000002 59.963407450000012 30.259484550000003 84.030000000000015 30.332994000000003 17.500000000000004 9.5000000000000018 59.950068600000009 18.500000000000004 2.5000000000000004 59.950068600000009 62.385000000000012 1.5000000000000002 59.245000000000012 30.346469350000003 12.500000000000002 30.425002000000003 30.434657650000002 22.500000000000004 6.5000000000000009 8.5000000000000018 66.50500000000001 63.005000000000003 57.995000000000012 4.5000000000000009 30.278357500000002 90.015000000000015 8.5000000000000018 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 5 6 7 11 26 10 12 -5 13 29 -11 16 -7 -17 -19 -16 -13 23 -23 25 -18 -22 -9 -2 -29 -8
right_child=1 -3 -4 4 -6 15 9 8 -10 14 -12 20 -14 -15 19 17 24 18 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=20.00268523889423 15633.676521588495 495.0395663968896 -704.42115832371292 -70356.01068957914 20534.912801241953 11082.762219279663 180391.04095149256 -218892.45753906248 -150298.57286304809 -8334.6913534597916 -184914.27663934429 149078.35029131357 198895.96693313954 -69808.16548470511 -140848.85464020734 -52698.525252532963 56823.942187500004 108481.07255440557 -15364.711620661221 -7971.8620998938104 -36665.29371855138 -48949.450970052087 173187.64558862307 -89918.021560594512 282397.62471590907 91938.753237304685 -42247.953368430812 134521.85449999999 -60056.845235108391 46993.894112356087
leaf_weight=4068831 2720 161541 76483 310 903 295 67 30 423 704 61 59 86 71 159 576 40 239 2217 103 118 60 100 205 44 140 1149 25 253 152
leaf_count=4068831 2720 161541 76483 310 903 295 67 30 423 704 61 59 86 71 159 576 40 239 2217 103 118 60 100 205 44 140 1149 25 253 152
internal_value=0 -326.421 -1837.94 -9503.98 -16625.3 -21154.9 -34073.7 -49039 -74086.1 -6404.5 45991.2 -8589.94 83452 49216.9 -30107.3 -6016.73 47408.6 -12694.9 -3312.94 -88611 19485.6 7212.72 89886.2 -21357 174982 33119.8 -46742.7 10237.6 -42558.8 87804.9
internal_weight=0 249333 87792 11309 8311 7408 3997 2594 1602 1403 437 992 376 290 966 3411 379 3032 2456 262 682 623 160 463 84 258 1179 2998 278 219
internal_count=4318164 249333 87792 11309 8311 7408 3997 2594 1602 1403 437 992 376 290 966 3411 379 3032 2456 262 682 623 160 463 84 258 1179 2998 278 219
is_linear=0
shrinkage=0.1


Tree=1483
num_leaves=31
num_cat=0
split_feature=5 1 1 1 3 4 2 0 0 0 1 0 0 0 5 0 1 5 2 5 3 3 5 0 2 6 1 0 1 5
split_gain=2.80974e+12 1.48888e+13 5.92066e+13 1.15719e+14 8.80893e+13 1.22271e+14 7.52966e+13 6.94906e+13 5.96262e+13 6.21645e+13 5.935e+13 6.51995e+13 5.90285e+13 1.04365e+14 6.59061e+13 7.70255e+13 6.31081e+13 5.92184e+13 7.73558e+13 5.64156e+13 5.19242e+13 1.60592e+14 1.62796e+14 5.16101e+13 5.29748e+13 5.92684e+13 4.88159e+13 4.75806e+13 6.65912e+13 6.21602e+13
threshold=97.050000000000011 39.003296000000006 39.188277450000008 39.262370300000008 16.500000000000004 4.5000000000000009 17.500000000000004 51.369916400000001 51.636650050000007 45.133160800000006 39.694727950000008 47.297889100000013 45.005863250000004 45.013473000000012 107.05000000000001 45.084117700000007 39.080602550000002 114.05000000000001 14.500000000000002 123.15000000000002 15.500000000000002 14.500000000000002 104.75000000000001 45.055827000000008 6.5000000000000009 1.5000000000000002 39.047276750000002 45.087005000000012 39.047276750000002 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 8 7 -4 9 20 11 -5 -6 16 27 19 17 -14 -19 -16 21 -3 -23 24 -21 -26 -20 28 -15 -30
right_child=1 2 3 10 12 -7 -8 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 26 23 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=14.910307208033565 919.4588638023597 -23290.378038387887 -95128.972839355469 -11625.849545397512 -47311.979467287587 46450.647018096301 -108740.29594726564 56093.487818880858 -67322.179023019402 44541.645161242952 -563.85588189119051 -70548.56638933983 43556.607820958423 16702.731876215079 -64892.950626809608 41986.415580531531 -90033.793217329541 40360.62997532895 104038.06328125001 -74800.926545690323 -49499.232754371282 -105961.74524456522 207684.06824682205 -91613.27527535861 -81123.648575647865 50170.945338174883 302029.57329545455 -38967.028919491531 36113.125873161764 182991.40865625002
leaf_weight=4175500 51662 1857 32 1004 201 245 32 603 327 133 83599 231 127 651 313 168 22 38 20 61 672 23 59 61 41 213 33 118 68 50
leaf_count=4175500 51662 1857 32 1004 201 245 32 603 327 133 83599 231 127 651 313 168 22 38 20 61 672 23 59 61 41 213 33 118 68 50
internal_value=0 -436.396 -1206.12 -559.132 -11262.1 -21534.2 40930.4 48472.8 -26957.9 -22147.8 -885.339 -22647 4327.05 9558.63 1050.42 -18726.6 71384.9 87674.9 149247 -33530.4 -25544.8 -17242.9 119710 -7422.67 8880.91 28977.7 227316 20158.5 29231.1 98349.7
internal_weight=0 142664 91002 85501 5501 3316 667 635 3071 2744 84834 1235 2185 1984 1744 857 240 218 91 689 2611 1939 82 376 315 254 53 887 769 118
internal_count=4318164 142664 91002 85501 5501 3316 667 635 3071 2744 84834 1235 2185 1984 1744 857 240 218 91 689 2611 1939 82 376 315 254 53 887 769 118
is_linear=0
shrinkage=0.1


Tree=1484
num_leaves=31
num_cat=0
split_feature=0 3 3 2 3 1 2 3 3 2 3 5 1 5 5 0 3 1 2 5 3 5 5 5 4 5 5 1 3 5
split_gain=2.80746e+12 1.30862e+13 2.73801e+13 3.50907e+13 1.55454e+13 1.9011e+13 6.09263e+13 3.96818e+13 3.29721e+13 3.12861e+13 2.89636e+13 3.91228e+13 4.27922e+13 2.96488e+13 7.61999e+13 7.64951e+13 5.50071e+13 7.56684e+13 4.44142e+13 3.53189e+13 3.51787e+13 4.83727e+13 2.74479e+13 3.72079e+13 2.25616e+13 2.21808e+13 2.02614e+13 1.93439e+13 1.90133e+13 1.827e+13
threshold=43.465905150000005 27.500000000000004 24.500000000000004 13.500000000000002 13.500000000000002 39.925119750000007 10.500000000000002 20.500000000000004 17.500000000000004 6.5000000000000009 14.500000000000002 142.05000000000004 47.554129950000011 89.00500000000001 95.020000000000024 42.966471700000007 18.500000000000004 47.282206100000003 6.5000000000000009 79.010000000000005 15.500000000000002 142.05000000000004 109.05000000000001 86.810000000000016 2.5000000000000004 63.455000000000005 74.610000000000014 45.148007750000012 18.500000000000004 48.945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 22 9 26 11 12 -7 19 15 -15 17 18 -16 -12 -19 -22 23 28 25 -11 -6 -21 -8 -10
right_child=-2 -3 3 -5 5 10 7 -9 29 24 13 -13 -14 14 16 -17 -18 20 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1169.9192754830408 -8.5336637214351523 -76345.4684659091 7235.1176968044711 165362.46538722829 -41577.841220052083 -24251.515815819359 -21162.619404296875 120891.06819852942 -59152.88831054687 -90854.344275210096 6814.5210133096452 -124670.22918701172 32055.457507677023 -6813.5485351562502 190100.9615439967 232495.97145708872 -114339.71542338711 78107.767544157614 30202.834619140627 -119007.8343211207 -41359.998277484941 88003.007248883936 -84098.605755208337 103064.46962176067 -170526.37417534724 4114.2083669354843 51088.025195312504 -28684.398183781552 76339.311555989596 19487.427231834208
leaf_weight=44876 4270332 22 36 23 150 614 120 34 40 119 736 32 173 22 38 34 31 46 32 29 166 35 30 41 27 31 28 130 24 113
leaf_count=44876 4270332 22 36 23 150 614 120 34 40 119 736 32 173 22 38 34 31 46 32 29 166 35 30 41 27 31 28 130 24 113
internal_value=0 761.866 797.348 68878 713.229 -6415.27 -20017.1 20504.5 -39879.1 -56604.4 -1553.79 -16281.2 -11874 7731.6 30218 138482 12796.3 25229.1 117005 -2418.67 -780.15 -18834.1 4629.37 19017.7 -86374.8 -71227.5 -27001.2 -45158.5 -4912.3 -1072.13
internal_weight=0 47832 47810 59 47751 2875 757 249 508 355 2118 819 787 1299 404 56 348 317 70 895 247 201 215 185 177 150 178 159 144 153
internal_count=4318164 47832 47810 59 47751 2875 757 249 508 355 2118 819 787 1299 404 56 348 317 70 895 247 201 215 185 177 150 178 159 144 153
is_linear=0
shrinkage=0.1


Tree=1485
num_leaves=31
num_cat=0
split_feature=3 3 0 6 1 4 1 1 0 1 5 0 1 0 0 5 1 4 5 0 0 5 1 5 5 1 1 0 0 1
split_gain=2.80128e+12 1.76196e+13 1.18825e+14 8.68477e+13 1.62085e+14 1.24986e+14 9.63099e+13 8.30657e+13 1.56877e+14 3.18141e+14 8.72276e+13 7.67647e+13 7.07226e+13 1.40132e+14 9.95228e+13 1.37302e+14 7.78086e+13 7.6616e+13 8.20087e+13 2.04717e+14 9.8404e+13 7.61999e+13 7.02817e+13 1.23813e+14 9.71709e+13 6.70591e+13 1.57426e+14 5.78786e+13 5.74103e+13 5.59872e+13
threshold=9.5000000000000018 8.5000000000000018 55.043101600000007 1.5000000000000002 20.507360500000004 2.5000000000000004 38.969379750000009 38.911476500000006 54.708501450000007 33.101335500000005 68.00500000000001 54.725565150000001 39.188277450000008 44.580511600000001 54.864040150000001 128.92000000000004 83.093115700000013 2.5000000000000004 58.040000000000006 55.010031850000011 55.017766000000002 76.00500000000001 82.871296800000025 96.015000000000015 83.010000000000005 56.022377500000012 49.964253350000007 54.959412650000012 55.025681450000008 83.015546400000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 7 -7 8 9 10 -6 -3 13 -5 25 16 17 18 29 -20 -21 -19 -23 24 -24 26 -14 -15 -9 -16
right_child=-2 2 -4 12 5 6 -8 28 -10 -11 -12 -13 14 27 15 -17 -18 21 19 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=108.29638301752397 72.699126752108597 -19435.56125965976 -1705.6807459946981 -25162.969129554083 -57083.793608398439 71164.735666877998 22368.204410995706 2438.3648391964866 52322.750139019648 19506.588294558849 -184585.56020114943 15896.922292845244 -2814.5168600405996 4543.8418609458849 5948.6687399565617 80422.198903787546 21729.109154407764 -6296.7975739024969 8348.270588801277 189688.09826946494 65386.880151858757 -20299.727034238389 22554.348133652631 -126.13864673531262 88839.051518214837 -5976.0463725922364 8164.3034076978356 -56844.093706879059 47693.283727010094 -12150.192132064058
leaf_weight=1356343 2379540 2825 351785 1652 140 496 2192 10516 1112 1845 87 786 62715 57136 18612 232 2161 13065 1289 81 298 549 595 1329 352 31611 16496 154 288 1882
leaf_count=1356343 2379540 2825 351785 1652 140 496 2192 10516 1112 1845 87 786 62715 57136 18612 232 2161 13065 1289 81 298 549 595 1329 352 31611 16496 154 288 1882
internal_value=0 -89.2336 -549.353 1215.45 7463.78 11623.2 31372.3 7828.09 22023.2 5762.06 -105950 -11744.8 612.427 3550.84 -532.542 3713.36 3270.8 2222.54 6022.06 27344.7 91952.6 -3076.69 11815.6 19562.2 47192.4 -2082.1 -528.135 4378.83 3644.72 4286.62
internal_weight=0 1.93862e+06 582281 230496 20287 16676 2688 13988 3184 2072 227 3611 210209 58942 151267 40445 40213 38052 22162 1668 379 15890 2825 2276 947 110822 79211 57290 10804 20494
internal_count=4318164 1938624 582281 230496 20287 16676 2688 13988 3184 2072 227 3611 210209 58942 151267 40445 40213 38052 22162 1668 379 15890 2825 2276 947 110822 79211 57290 10804 20494
is_linear=0
shrinkage=0.1


Tree=1486
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 0 1 5 5 3 0 1 5 5 2 3 0 4 5 5 5 4 5 3 5 3 5 3 4 3
split_gain=3.18377e+12 1.27621e+13 6.32948e+13 1.11671e+14 6.51691e+13 4.20543e+13 3.55413e+13 3.44514e+13 3.2576e+13 3.20809e+13 3.75913e+13 4.65968e+13 5.65991e+13 3.11347e+13 4.83252e+13 4.8444e+13 3.53073e+13 3.37544e+13 3.85469e+13 1.56819e+14 3.13079e+13 2.90775e+13 4.25842e+13 3.78212e+13 3.35982e+13 2.79998e+13 2.67503e+13 2.57445e+13 2.5299e+13 2.37283e+13
threshold=83.663637000000008 53.37994195000001 86.067573200000012 56.367862600000002 48.510000000000012 56.501468900000013 83.761389800000003 86.02500000000002 112.04500000000002 24.500000000000004 53.310923100000004 83.761389800000003 116.06000000000002 62.015000000000008 11.500000000000002 14.500000000000002 53.355366400000001 2.5000000000000004 77.715000000000018 78.010000000000005 97.050000000000011 3.5000000000000004 103.45000000000002 10.500000000000002 87.395000000000024 9.5000000000000018 107.05000000000001 9.5000000000000018 2.5000000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 6 8 -3 -6 27 10 -2 12 21 -13 16 28 17 18 -15 -20 -21 23 24 -12 -23 -18 -24 -5 -16 -19
right_child=1 2 -4 5 7 -7 -8 -9 -10 -11 11 13 -14 14 15 -17 25 29 19 20 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-20.168496598947385 -70.02013806067896 9715.4218149916451 458.63309704886143 42186.795121356983 -18025.03642820676 51.324628783024451 -8258.4787765980745 -56035.422416934292 122773.27821180556 -27121.594669370868 5288.243824425771 6443.2648077429476 -55062.53565575611 3550.1906908023993 66464.768560606055 34866.175432725693 19294.342308103372 20039.208921502133 -261152.87250000003 -30114.620723876953 104586.31908735796 -6321.8154672236633 131790.93052083332 -4427.2682730571642 -45098.987195841473 73038.539266048567 10415.190170686143 9654.3910565072765 186896.97287927577 -27246.135743567425
leaf_weight=4092386 62419 1385 117459 486 4147 951 5349 253 36 397 16788 6451 174 338 33 225 233 1375 30 80 22 667 30 5263 336 166 46 487 37 115
leaf_count=4092386 62419 1385 117459 486 4147 951 5349 253 36 397 16788 6451 174 338 33 225 233 1375 30 80 22 667 30 5263 336 166 46 487 37 115
internal_value=0 365.568 -276.53 -6871.27 -10746 15139.3 -4561.74 -20210.6 29360.1 1245.88 1364.64 4127.77 1757.65 10194 19310.9 57469.2 14539.1 9019.24 -14346.6 -60173.2 -1061.48 2185.09 -13843.5 2969.4 -19312 41654.1 58326.7 25903.9 130122 16389.7
internal_weight=0 225778 130553 13094 11134 1960 6734 4400 1009 95225 94828 32409 23304 9105 2654 295 2359 1960 470 132 102 23130 1079 22051 1003 399 76 973 70 1490
internal_count=4318164 225778 130553 13094 11134 1960 6734 4400 1009 95225 94828 32409 23304 9105 2654 295 2359 1960 470 132 102 23130 1079 22051 1003 399 76 973 70 1490
is_linear=0
shrinkage=0.1


Tree=1487
num_leaves=31
num_cat=0
split_feature=5 4 5 1 1 0 0 0 0 0 0 0 0 3 0 5 3 5 0 6 1 1 4 1 0 4 1 2 4 0
split_gain=2.97101e+12 3.13735e+13 3.04448e+13 5.665e+13 5.16693e+13 5.23806e+13 9.51263e+13 1.19081e+14 8.64613e+13 5.38121e+13 5.99046e+13 4.70304e+13 5.06408e+13 4.95232e+13 4.16668e+13 4.1651e+13 3.80364e+13 3.64426e+13 4.81038e+13 3.61949e+13 4.63521e+13 5.13941e+13 4.76973e+13 4.17102e+13 3.36129e+13 5.74267e+13 6.31045e+13 5.55321e+13 7.47332e+13 5.93038e+13
threshold=68.00500000000001 3.5000000000000004 71.00500000000001 37.692869000000009 37.752451500000006 55.899899800000007 55.645049100000001 55.576287050000012 55.601678500000013 55.885524800000006 55.719391050000006 55.535913550000011 55.591389050000011 5.5000000000000009 57.692655200000004 68.52500000000002 9.5000000000000018 69.015000000000015 55.751981950000008 1.5000000000000002 82.967723800000016 82.968597500000016 1.5000000000000002 39.488326500000007 55.762622900000004 3.5000000000000004 37.582182450000005 7.5000000000000009 1.5000000000000002 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 6 7 -5 -9 10 -8 15 13 -13 19 -2 17 -12 -19 20 22 -22 23 -6 25 27 -27 28 -14 -29
right_child=2 -3 -4 4 14 -7 9 8 -10 -11 16 12 24 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=18.896443232699493 -30194.861409687404 4572.7030365647024 69.84475201911475 -15949.381036322615 116596.2228298611 6071.3802609358172 -77636.680949936563 253272.36846354167 39324.607038909315 -94740.021465968588 -50352.317937500004 -63499.309304120463 -149235.84419270835 28104.307641029518 -13282.576224387865 -2654.1888180853275 -27825.664067978534 200044.10559895833 5468.9862847222221 -3463.1650325641053 82252.008904246803 13274.259231604256 -749.81322981806693 21688.318162860578 5324.1227707886283 -215501.86168981483 4983.6461250000002 -4666.395637503445 9760.2824612606673 -44760.657682307057
leaf_weight=3542693 603 15194 658145 351 54 580 234 30 51 191 25 62 30 1227 3587 6147 459 24 27 53710 117 1407 13760 325 15304 27 25 1219 2027 529
leaf_count=3542693 603 15194 658145 351 54 580 234 30 51 191 25 62 30 1227 3587 6147 459 24 27 53710 117 1407 13760 325 15304 27 25 1219 2027 529
internal_value=0 38.3435 -179.437 -1785.83 -3204.78 -19177.2 -29697.5 9271.98 118565 -47233.7 -35434.4 2123.2 4512.16 23698.2 -2773.07 -5114.49 -16975.8 48551.5 97033.7 -2229.67 2000.12 18569.8 214.122 35210.8 3221.48 -5121.51 -109499 -3695.06 7441.43 -16800.2
internal_weight=0 3.55789e+06 760277 102132 74932 1972 1392 432 81 960 769 27200 20450 1289 72960 6750 535 76 51 69373 15663 1524 14139 379 19161 3857 52 3805 2057 1748
internal_count=4318164 3557887 760277 102132 74932 1972 1392 432 81 960 769 27200 20450 1289 72960 6750 535 76 51 69373 15663 1524 14139 379 19161 3857 52 3805 2057 1748
is_linear=0
shrinkage=0.1


Tree=1488
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 3 3 3 2 1 1 3 0 0 0 1 1 0 3 3 3 3 1 4 4 3 2 1 0 2
split_gain=2.93339e+12 1.9582e+13 2.69477e+13 6.60896e+13 5.84568e+13 3.00419e+13 2.53869e+13 2.46722e+13 6.93064e+13 3.16515e+13 2.48698e+13 4.06271e+13 4.61303e+13 2.19198e+13 4.66423e+13 3.4595e+13 2.66108e+13 2.74409e+13 5.43686e+13 4.50602e+13 5.24339e+13 3.45788e+13 7.74926e+13 2.69149e+13 3.19179e+13 3.95859e+13 8.1062e+13 5.86961e+13 2.80174e+13 2.14863e+13
threshold=89.00500000000001 90.015000000000015 20.507360500000004 4.5000000000000009 54.725565150000001 7.5000000000000009 9.5000000000000018 7.5000000000000009 6.5000000000000009 82.963712850000022 82.933113850000026 22.500000000000004 55.046835900000012 60.017447350000005 60.042666650000008 30.305955500000003 38.984911950000004 44.732363600000006 21.500000000000004 16.500000000000004 15.500000000000002 8.5000000000000018 43.574807850000006 2.5000000000000004 3.5000000000000004 13.500000000000002 11.500000000000002 82.907204800000002 53.145783300000012 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 8 -4 10 13 -12 -13 16 -15 -16 29 18 19 20 21 22 -18 -19 25 26 27 28 -25 -9
right_child=1 -3 7 4 5 -7 -8 9 -10 -11 11 12 -14 14 15 -17 17 23 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=19.127740131147728 -103226.4302951389 -74.438731928426705 -9037.017186296931 -40960.78158482143 226642.64572656248 79307.209633316539 84771.837500000009 -2771.3041972806377 -120052.82073739037 -17914.670443529052 10935.045721958706 205307.11475000001 22734.260723680069 -74180.186841781499 125786.794921875 -10832.749256577323 194542.40689655172 -25382.314361856152 111416.8359375 -100374.28326480264 124152.81549228766 -1123.4738522059797 -38690.407763671879 -16677.313331281635 -23362.093860880534 -8425.8911422656238 173853.44057291668 142117.90463867187 13168.552734405466 10682.675204070169
leaf_weight=4097479 27 202686 4188 42 25 31 26 1984 57 1118 280 25 31 127 20 253 29 688 52 38 39 678 28 426 756 2812 30 32 1202 2955
leaf_count=4097479 27 202686 4188 42 25 31 26 1984 57 1118 280 25 31 127 20 253 29 688 52 38 39 678 28 426 756 2812 30 32 1202 2955
internal_value=0 -355.147 -3516.19 38550.9 69421.8 145082 7113.46 -3872.09 -10527.7 -1795.12 -351.653 26485.9 104240 -1093.89 -24114.6 -823.991 -310.138 -4363.12 12289.5 5941.4 11161 5165.56 79971.9 -6782.87 -4349.16 -1156.41 10939.3 7995.08 5358.76 5278.2
internal_weight=0 220685 17999 151 124 56 68 17848 4245 13603 12485 336 56 12149 400 273 11749 6810 864 812 774 735 57 5946 5258 4502 1690 1660 1628 4939
internal_count=4318164 220685 17999 151 124 56 68 17848 4245 13603 12485 336 56 12149 400 273 11749 6810 864 812 774 735 57 5946 5258 4502 1690 1660 1628 4939
is_linear=0
shrinkage=0.1


Tree=1489
num_leaves=31
num_cat=0
split_feature=2 3 1 5 2 1 1 0 5 5 5 0 1 5 5 0 0 5 4 0 0 0 1 1 5 0 0 5 5 0
split_gain=2.6646e+12 5.09701e+13 4.17512e+13 5.38611e+13 8.44182e+13 5.47415e+13 8.25263e+13 8.49333e+13 6.65164e+13 4.70605e+13 7.76788e+13 8.85718e+13 4.66983e+13 4.14856e+13 7.96682e+13 5.15582e+13 1.03312e+14 5.69677e+13 4.51944e+13 4.48774e+13 4.48752e+13 1.45599e+14 4.33525e+13 1.29379e+14 8.85546e+13 4.13712e+13 3.99253e+13 3.96913e+13 3.88774e+13 3.87159e+13
threshold=5.5000000000000009 7.5000000000000009 30.243224600000001 79.730000000000018 6.5000000000000009 82.911991800000024 56.135466100000009 57.131524800000008 161.85000000000002 91.050000000000011 107.05000000000001 54.725565150000001 82.975438000000011 132.05000000000004 116.06000000000002 59.904813200000007 59.932719750000011 86.810000000000016 2.5000000000000004 44.874285750000006 55.834684950000003 55.769960200000007 82.902675200000019 65.520339550000017 105.35000000000001 56.121679000000007 59.963407450000012 114.05000000000001 96.015000000000015 55.039751500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 13 6 8 -8 -6 -2 11 -11 -7 14 15 19 28 18 -18 -5 21 -16 23 27 -25 -22 29 -21 -17 -15
right_child=1 -3 3 4 5 12 7 -9 -10 10 -12 -13 -14 26 20 16 17 -19 -20 22 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-67.624590868904292 4014.7501629965745 155.00909099192094 -2790.2341825781896 -26445.580855580589 -48095.469519220314 -134824.10777861925 920.29081554878053 183804.91610107422 56228.69816524622 56941.580777616276 16701.569122273489 290745.28983999399 -29582.881503378379 -4247.1083879983844 -51965.627727900552 -189140.951515625 187692.47645596592 -38203.049969223488 16214.844401041666 5406.3357977823835 117166.99390624999 -297003.87806919642 -33453.375653815165 256659.7496527778 -5782.2880468750009 -33782.125376744923 -121933.2600390625 106380.64009765624 -64437.530257812505 47120.189679345545
leaf_weight=2480138 689 1811470 20797 489 826 98 123 32 66 43 149 26 74 290 181 50 22 165 51 1454 20 28 223 36 20 197 20 40 50 297
leaf_count=2480138 689 1811470 20797 489 826 98 123 32 66 43 149 26 74 290 181 50 22 165 51 1454 20 28 223 36 20 197 20 40 50 297
internal_value=0 91.2492 -4258.02 -5003.65 -14490.9 -37262.3 -28673.2 38677.1 -40376.4 16827.5 57322.9 145042 -89545.9 -6850.36 -11636.4 -5068.49 -41497.7 -5660.97 67893 374.956 -51722.1 -84793.7 7772.16 13703.3 162930 -19869.8 17008.8 8109.8 -126789 21742.8
internal_weight=0 1.83803e+06 26556 25649 4852 1219 1047 155 892 907 218 69 172 3633 3026 2600 338 238 73 2262 426 209 1773 1550 56 217 607 1494 100 587
internal_count=4318164 1838026 26556 25649 4852 1219 1047 155 892 907 218 69 172 3633 3026 2600 338 238 73 2262 426 209 1773 1550 56 217 607 1494 100 587
is_linear=0
shrinkage=0.1


Tree=1490
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 0 0 0 0 5 0 0 0 3 5 5 5 3 2 5 6 1 0 1 0 3 2 1 1 1
split_gain=3.06064e+12 1.82704e+13 4.4252e+13 3.12691e+14 9.95252e+13 6.48515e+13 8.94006e+13 5.85572e+13 6.56108e+13 5.07596e+13 4.68329e+13 7.17365e+13 6.02322e+13 4.43279e+13 4.35748e+13 1.37686e+14 8.8398e+13 5.31863e+13 4.56665e+13 4.85217e+13 4.57222e+13 5.30517e+13 4.51987e+13 5.59342e+13 5.04478e+13 1.16522e+14 5.26721e+13 4.51354e+13 7.56945e+13 6.54843e+13
threshold=10.500000000000002 37.944765900000007 37.914142000000005 55.769960200000007 23.035000000000004 55.695992150000002 55.645049100000001 55.674875350000008 55.68356880000001 94.040000000000006 50.973130900000008 55.619594000000006 55.628356700000005 29.500000000000004 59.510000000000012 61.020000000000003 56.205000000000005 25.500000000000004 2.5000000000000004 112.04500000000002 1.5000000000000002 39.694727950000008 56.054485600000007 56.022377500000012 43.642715500000008 21.500000000000004 14.500000000000002 43.868031300000006 45.148007750000012 49.073956850000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 10 -8 -9 -5 -6 -12 -13 -7 16 17 -3 -16 19 20 21 -17 24 -24 25 -18 -27 -20 -29 -30
right_child=1 14 3 9 5 13 7 8 -10 -11 11 12 -14 -15 15 18 22 -19 27 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=65.546225855160955 172.49584749194514 -202.76905286106057 -10484.768930372746 -10423.915406943745 134468.28072620739 34201.91162282064 -87146.487335914804 65877.446538925171 -10127.449395243328 -77280.172172809471 -14980.920890237358 92553.925512695321 25425.640535946222 -7836.0974758774501 -7068.4333842902779 16565.863811189134 -32386.396830384016 -32261.603266788276 -1790.4756076425933 -20478.301649331668 -6559.1473332117421 -1598.4528166973112 -11720.965711454648 4053.1779287718564 7464.673707439717 246185.7965909091 24772.624851190478 11178.891220990163 -7694.8451255936352 869.46592863704575
leaf_weight=2688514 677462 563232 947 5404 44 3917 86 128 1008 116 262 200 403 268 28905 1974 597 863 115422 1766 17304 8670 3269 7197 27579 22 21 6730 9508 146346
leaf_count=2688514 677462 563232 947 5404 44 3917 86 128 1008 116 262 200 403 268 28905 1974 597 863 115422 1766 17304 8670 3269 7197 27579 22 21 6730 9508 146346
internal_value=0 -108.135 282.482 6111.44 19746.4 24279.1 10078.9 -7586.54 -1563.52 -11828.9 33827.2 28707.9 47690.4 31509.9 -395.148 -1304.71 114.831 -7798.81 -676.484 -4402.7 -3386.9 1770.24 4738.91 -873.793 6820.58 -20934.9 138054 -278.217 795.369 346.993
internal_weight=0 1.62965e+06 690245 12783 7263 6316 2131 1222 1136 5520 909 865 603 4185 939405 337488 601917 29768 307720 29714 27948 10644 38685 10466 28219 640 43 278006 162584 155854
internal_count=4318164 1629650 690245 12783 7263 6316 2131 1222 1136 5520 909 865 603 4185 939405 337488 601917 29768 307720 29714 27948 10644 38685 10466 28219 640 43 278006 162584 155854
is_linear=0
shrinkage=0.1


Tree=1491
num_leaves=31
num_cat=0
split_feature=5 5 5 1 3 3 3 4 5 1 1 1 5 0 0 5 0 0 3 1 0 1 0 0 0 3 3 3 1 0
split_gain=3.3191e+12 4.08983e+13 3.41191e+13 1.72092e+14 7.37568e+13 3.99575e+13 3.6434e+13 4.25164e+13 1.15231e+14 8.70604e+13 1.48918e+14 1.43189e+14 1.4971e+14 1.62112e+14 3.05116e+14 1.62666e+14 1.54385e+14 1.67704e+14 1.77145e+14 2.65799e+14 1.80333e+14 1.2189e+14 1.58608e+14 1.55047e+14 1.91763e+14 1.55992e+14 1.26163e+14 1.67378e+14 2.77662e+14 2.34388e+14
threshold=58.040000000000006 59.810000000000009 60.005000000000003 38.058342000000003 16.500000000000004 10.500000000000002 15.500000000000002 2.5000000000000004 70.00500000000001 30.259484550000003 30.362552800000003 37.417247200000006 70.50500000000001 55.701368300000006 55.74310830000001 72.010000000000005 55.806974650000008 55.826364100000013 17.500000000000004 30.370618100000005 59.853570100000006 37.692869000000009 55.87722990000001 55.762622900000004 55.755036050000008 27.500000000000004 24.500000000000004 22.500000000000004 37.597123000000003 55.826364100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -4 9 -9 -8 -11 12 -12 -14 15 -15 -16 -18 19 20 -19 22 23 24 -13 26 27 -25 -29 -30
right_child=1 2 6 5 -6 -7 7 8 -10 10 11 21 13 14 16 -17 17 18 -20 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-61.770584072956666 1769.6110528206286 2460.0950958975209 459.62678225742548 -3217.7471902796015 16986.994547489579 -9287.3077680521146 -13374.148870686558 7122.945271075725 -517.72239719283255 12635.971500797401 -4834.5303138933841 6176.9872982334955 4246.1056060168212 115357.31281250001 73912.21697556517 -185175.91607389506 -93877.949894737365 -391407.88092105265 -5137.8873990166967 -44038.382100405346 -20432.389687500003 -2014.3401572792764 -9798.5104748721551 38264.150992426898 -77495.500821650494 -14426.36341476306 84224.207825861362 15756.835584620027 -187568.71622988573 83167.943294270837
leaf_weight=2885679 136687 11920 819156 41808 4945 14646 6249 22082 185960 7291 15188 10848 1421 20 141 181 398 38 1818 1141 20 140064 4846 3084 281 852 423 801 134 42
leaf_count=2885679 136687 11920 819156 41808 4945 14646 6249 22082 185960 7291 15188 10848 1421 20 141 181 398 38 1818 1141 20 140064 4846 3084 281 852 423 801 134 42
internal_value=0 124.434 -49.107 -2144.39 6719.54 -4792.39 76.559 -701.458 293.274 -1761.19 -1377.29 -1939.47 -9840.68 -24524.6 -35406.5 -155272 -28631.2 -32865 -24816.2 -54653.8 -263485 -942.315 6103.44 10783.7 4064.31 24798 32251 26837.4 -9232.27 -122961
internal_weight=0 1.43248e+06 1.2958e+06 73319 16865 56454 1.22248e+06 403323 208042 195281 189032 181741 20366 5178 3757 201 3556 3415 3017 1199 58 161375 21311 16465 11129 5336 4484 4061 977 176
internal_count=4318164 1432485 1295798 73319 16865 56454 1222479 403323 208042 195281 189032 181741 20366 5178 3757 201 3556 3415 3017 1199 58 161375 21311 16465 11129 5336 4484 4061 977 176
is_linear=0
shrinkage=0.1


Tree=1492
num_leaves=31
num_cat=0
split_feature=0 5 0 1 5 3 1 1 4 1 0 2 5 2 2 2 1 1 0 0 3 5 3 3 0 0 3 1 0 1
split_gain=3.51402e+12 1.56106e+13 3.37463e+13 8.88017e+13 3.751e+13 3.04953e+13 4.25858e+13 4.51108e+13 5.25962e+13 3.41837e+13 9.70501e+13 6.03846e+13 3.38334e+13 3.32575e+13 3.06239e+13 2.67338e+13 2.52328e+13 5.08836e+13 4.89238e+13 8.72877e+13 7.41019e+13 9.17774e+13 5.26301e+13 6.19121e+13 4.29402e+13 3.98828e+13 6.38382e+13 3.87093e+13 6.60157e+13 7.0172e+13
threshold=45.087005000000012 44.005000000000003 45.013473000000012 38.891822450000006 98.020000000000024 24.500000000000004 39.767857750000005 39.726951800000002 2.5000000000000004 39.110397700000007 43.592450450000008 10.500000000000002 92.035000000000011 17.500000000000004 13.500000000000002 9.5000000000000018 38.911476500000006 38.92948375000001 45.053747000000008 45.03656895000001 20.500000000000004 92.035000000000011 7.5000000000000009 15.500000000000002 45.029420750000007 45.047272400000004 8.5000000000000018 38.996948700000011 45.053747000000008 39.003296000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 9 -9 -7 13 -12 -8 14 15 -11 18 25 19 20 22 -22 -5 -24 -25 -18 -27 -19 29 -29
right_child=-2 2 3 16 -6 6 12 8 -10 10 11 -13 -14 -15 -16 -17 17 27 -20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-421.04283162511831 -33.461504529809865 -135.82446784439421 -23872.028349893561 108687.19097450658 -119371.71097383721 -22520.121095424023 92732.061113281248 -129881.7376901727 5597.0510699728266 29664.475781250003 7493.0107846467399 217289.01158088236 -45731.789687500001 -133220.20919596354 80652.179869791667 -119723.92960937502 -374.18158418178336 4459.1942521542524 -7120.0249171859432 49078.658196681354 -16319.142898995538 -175820.81104651163 -40.619052880622675 58412.262203684673 3895.9842826054019 5168.6385132831783 -26829.807186734877 -19030.892031922751 -1592.1290535958731 5209.9728576725065
leaf_weight=210922 3795889 170249 945 57 43 824 60 76 46 23 23 34 25 24 30 25 4214 49545 1238 646 224 43 1444 383 232 950 1814 1241 45246 31649
leaf_count=210922 3795889 170249 945 57 43 824 60 76 46 23 23 34 25 24 30 25 4214 49545 1238 646 224 43 1444 383 232 950 1814 1241 45246 31649
internal_value=0 243.198 693.179 1845.6 -28028.4 -247.329 -16199.9 -21446.6 -78799.6 -14328.5 28123.5 132634 52007.4 -30279.8 1394.23 -48142 2058.05 1818.15 9628.95 16474.5 7635.96 -42006.7 13899.9 11275.9 37846.8 -6496.97 -15831.8 2272.59 886.091 4295.32
internal_weight=0 522275 311353 139914 988 171439 1190 1105 122 983 159 57 85 102 78 48 138926 134659 4267 3029 2383 267 2116 2059 615 6978 2764 127681 78136 32890
internal_count=4318164 522275 311353 139914 988 171439 1190 1105 122 983 159 57 85 102 78 48 138926 134659 4267 3029 2383 267 2116 2059 615 6978 2764 127681 78136 32890
is_linear=0
shrinkage=0.1


Tree=1493
num_leaves=31
num_cat=0
split_feature=0 3 3 2 3 2 3 5 6 1 1 5 2 3 4 0 1 5 2 1 3 2 2 5 5 2 1 5 2 5
split_gain=3.20364e+12 1.2028e+13 1.8038e+13 3.00885e+13 1.10867e+13 1.70801e+13 1.66306e+13 4.6772e+13 4.37693e+13 7.70377e+13 1.2063e+14 9.0345e+13 4.00882e+13 6.99694e+13 3.57959e+13 3.39236e+13 5.91054e+13 3.22208e+13 4.79858e+13 3.20611e+13 6.90449e+13 7.36208e+13 5.66486e+13 6.46204e+13 5.73188e+13 5.37755e+13 4.21944e+13 7.5369e+13 3.47157e+13 4.45419e+13
threshold=43.465905150000005 27.500000000000004 24.500000000000004 13.500000000000002 13.500000000000002 13.500000000000002 10.500000000000002 42.005000000000003 1.5000000000000002 39.969502550000009 39.925119750000007 85.91500000000002 9.5000000000000018 11.500000000000002 3.5000000000000004 43.056445700000005 39.969502550000009 37.995000000000012 9.5000000000000018 39.969502550000009 3.5000000000000004 2.5000000000000004 3.5000000000000004 83.010000000000005 123.15000000000002 2.5000000000000004 39.925119750000007 57.995000000000012 1.5000000000000002 54.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 19 15 -9 10 11 12 13 -10 -11 -8 -17 18 -18 20 21 28 23 25 -25 -22 -23 -28 29 -1
right_child=-2 -3 3 -5 -6 -7 7 8 9 14 -12 -13 -14 -15 -16 16 17 -19 -20 -21 22 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=24387.690260347503 -9.1159206106633448 -73110.024431818179 -973.91385091145844 145449.65665760869 -5240.4300272439714 77884.856519396562 -5056.5586006875365 -4186.8993950786744 187716.86039062502 18190.772455041722 -122339.1220248685 199007.89028532611 -95541.780290470575 -17349.743284406566 83467.936912952777 7555.9099524864787 24832.170139298352 134810.74544994216 176433.71218449521 -941.061525996608 8606.0975801510849 25515.380690456081 13355.240340590137 -94257.464150610904 79994.255965909106 -19024.24999263915 80914.114719286154 268806.52523148147 -317.62907311781396 128182.53770636793
leaf_weight=188 4270332 22 36 23 2875 29 161 3259 20 1851 101 23 43 99 88 182 106 81 26 32242 1643 74 2666 133 22 1233 102 27 424 53
leaf_count=188 4270332 22 36 23 2875 29 161 3259 20 1851 101 23 43 99 88 182 106 81 26 32242 1643 74 2666 133 22 1233 102 27 424 53
internal_value=0 813.849 847.865 56106.5 779.589 1165.26 1115.65 5996.82 3194.85 14007 -34442.8 13543.8 -12787.6 17115.2 21153.3 33633.5 49403.4 85160.4 54693.1 355.94 6725.77 32998.9 2722.77 -6629.31 -69525 -3239.6 85710.1 120240 16908.1 47213.9
internal_weight=0 47832 47810 59 47751 44876 44847 6040 5484 2225 286 185 162 119 1939 556 395 213 132 38807 6565 868 5697 3031 155 2876 203 129 665 241
internal_count=4318164 47832 47810 59 47751 44876 44847 6040 5484 2225 286 185 162 119 1939 556 395 213 132 38807 6565 868 5697 3031 155 2876 203 129 665 241
is_linear=0
shrinkage=0.1


Tree=1494
num_leaves=31
num_cat=0
split_feature=0 1 4 1 5 1 4 1 6 3 4 5 3 3 5 5 5 5 2 5 5 3 0 5 5 5 2 4 5 5
split_gain=3.22747e+12 1.84995e+13 1.4156e+13 2.20886e+13 2.01737e+13 1.96865e+13 1.86795e+13 1.4677e+13 1.82067e+13 2.8502e+13 2.85674e+13 2.4224e+13 2.0748e+13 1.42681e+13 1.42556e+13 1.30348e+13 3.12418e+13 2.94446e+13 2.3813e+13 1.89699e+13 3.76403e+13 2.82736e+13 1.65087e+13 1.89596e+13 1.6811e+13 1.23756e+13 1.21247e+13 2.81091e+13 2.60328e+13 2.44151e+13
threshold=43.056445700000005 44.083877800000003 1.5000000000000002 47.854228500000012 49.505000000000003 47.981192400000005 4.5000000000000009 47.473138800000008 1.5000000000000002 10.500000000000002 3.5000000000000004 74.610000000000014 8.5000000000000018 12.500000000000002 37.305000000000007 89.00500000000001 88.015000000000015 110.05000000000001 12.500000000000002 103.45000000000002 105.35000000000001 15.500000000000002 42.966471700000007 78.710000000000022 79.730000000000018 91.050000000000011 10.500000000000002 3.5000000000000004 109.05000000000001 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 -5 -7 -4 26 12 11 13 14 -11 -10 16 22 18 19 21 -21 25 -13 -24 -25 -17 28 -28 -9 -30
right_child=-2 2 3 5 -6 6 -8 8 9 10 -12 15 -14 -15 -16 17 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-80250.665094866068 -7.4949183053502315 1196.2017205332654 -174.94856315732628 -30336.275559822767 -9079.9326463229227 -5151.3814158771056 59456.972214673915 -1118.8336389045696 -35765.894385494401 54343.190306045464 80878.715359374997 20728.854177374589 -873.13930559148889 15037.756260212418 10734.733483976739 -19389.832275390625 -99219.79150390625 -7775.9836346764787 -44107.082344436647 208123.53564453125 46257.485822610295 143597.2111049107 38600.754507211539 -114627.86919140625 -21933.337447916667 35974.925923767092 -9107.2938085821625 -122307.78536005435 73919.641994507256 13307.731677969248
leaf_weight=28 4285952 5329 8022 323 2978 1646 46 3946 67 233 75 228 3031 153 4119 54 32 241 32 20 51 21 39 25 90 160 474 23 74 652
leaf_count=28 4285952 5329 8022 323 2978 1646 46 3946 67 233 75 228 3031 153 4119 54 32 241 32 20 51 21 39 25 90 160 474 23 74 652
internal_value=0 997.233 1067.92 2304.95 -2487.72 -7713.53 -3394.89 3228.35 5200.98 8001.35 20774.5 17505.6 5427.96 38763.6 9990.46 9242.22 -4307.06 18930.3 37972.4 46555.8 91853.6 32870.1 3643.75 -21651.1 -42084.3 22004.4 503.355 -14345.9 2083 19485.8
internal_weight=0 32212 32184 23877 8307 2015 1692 21862 13840 8671 1454 1379 7217 386 4186 993 414 579 338 306 71 235 382 154 115 214 5169 497 4672 726
internal_count=4318164 32212 32184 23877 8307 2015 1692 21862 13840 8671 1454 1379 7217 386 4186 993 414 579 338 306 71 235 382 154 115 214 5169 497 4672 726
is_linear=0
shrinkage=0.1


Tree=1495
num_leaves=31
num_cat=0
split_feature=5 3 5 1 5 1 0 6 1 3 0 3 3 1 0 2 1 3 6 2 2 3 1 1 0 0 0 0 3 1
split_gain=2.84594e+12 8.88257e+12 6.55441e+12 2.71889e+13 2.66289e+13 4.06043e+13 5.81982e+13 3.98035e+13 3.71215e+13 5.20252e+13 3.2405e+13 4.52209e+13 5.62438e+13 4.15624e+13 3.90058e+13 8.21389e+13 6.10795e+13 4.39882e+13 4.022e+13 3.91615e+13 3.68459e+13 3.68505e+13 3.59989e+13 3.56053e+13 3.3364e+13 5.13484e+13 4.49585e+13 3.26983e+13 3.17918e+13 3.51571e+13
threshold=225.45000000000002 34.500000000000007 150.04500000000004 38.969379750000009 161.85000000000002 44.083877800000003 56.281985950000006 1.5000000000000002 39.899261850000009 4.5000000000000009 55.099723300000008 19.500000000000004 21.500000000000004 65.551978750000004 56.635684300000008 5.5000000000000009 49.073956850000009 9.5000000000000018 1.5000000000000002 2.5000000000000004 5.5000000000000009 6.5000000000000009 60.695889550000011 82.888608650000023 57.117834900000013 57.147575200000006 56.009576300000013 54.762542150000009 9.5000000000000018 82.945329900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 -8 -9 -10 20 13 -13 14 15 16 19 -18 -16 -12 23 -22 -14 27 26 -26 -15 -7 29 -25
right_child=1 -3 3 4 -6 10 7 8 9 -11 11 12 22 24 18 -17 17 -19 -20 -21 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=3.778349018238405 2261.5583501359311 67459.249534970251 5625.7716988932298 -8520.100878962292 -1396.4197052454147 -17186.820731313219 -67310.875852272729 176128.99411458336 -79785.933821614599 85538.226082710607 -231514.62336956523 171036.81919642858 21819.201870416135 43859.615086805556 97540.398089599621 -131982.2331573276 15400.931770833335 -94856.08704427084 -35928.64940842356 -53945.024081307871 145029.12066761366 10990.19657913057 -110540.54906099761 51177.298620345748 129263.49902820121 -52569.774843749998 -89849.874904057026 62739.372334558822 -93636.377659406571 -51219.6092815171
leaf_weight=4302555 4241 21 3075 599 5534 207 22 30 24 92 23 21 98 45 24 145 147 48 381 27 22 303 26 47 41 25 57 68 99 117
leaf_count=4302555 4241 21 3075 599 5534 207 22 30 24 92 23 21 98 45 24 145 147 48 381 27 22 303 26 47 41 25 57 68 99 117
internal_value=0 2582.8 -2.55173 -2402.79 -5387.3 -13453.6 6067.99 58081.5 76976.2 51333.2 -21050.3 -32366.4 19696.6 -40205.6 -49755.7 -72328 -37022.5 -11739.3 -28019.4 -135627 -6521.54 20063.6 -5933.65 -22581.3 4986.9 60387.3 -30860.4 2576.75 -48887.3 -21874.2
internal_weight=0 4262 4.3139e+06 11347 8272 2738 767 168 146 116 1971 1108 145 963 795 390 245 195 405 50 863 325 124 538 168 66 102 275 263 164
internal_count=4318164 4262 4313902 11347 8272 2738 767 168 146 116 1971 1108 145 963 795 390 245 195 405 50 863 325 124 538 168 66 102 275 263 164
is_linear=0
shrinkage=0.1


Tree=1496
num_leaves=31
num_cat=0
split_feature=0 6 3 1 1 5 5 1 0 4 1 3 0 0 5 1 0 1 1 5 1 1 1 1 0 0 1 0 1 5
split_gain=2.82617e+12 2.66925e+13 5.73227e+13 7.28592e+13 1.22377e+14 1.06959e+14 8.35372e+13 6.50128e+13 6.16752e+13 8.30241e+13 6.66096e+13 5.69324e+13 1.30224e+14 5.47178e+13 5.27036e+13 7.30061e+13 5.22733e+13 7.73396e+13 6.07977e+13 1.01285e+14 6.16467e+13 5.2206e+13 5.22042e+13 5.17014e+13 1.12838e+14 5.10374e+13 7.9132e+13 6.71922e+13 6.0652e+13 5.05265e+13
threshold=54.762542150000009 1.5000000000000002 18.500000000000004 39.027779200000005 45.148007750000012 52.020000000000003 88.015000000000015 38.996948700000011 51.636650050000007 1.5000000000000002 39.262370300000008 20.500000000000004 54.725565150000001 51.717367500000009 61.845000000000006 39.262370300000008 54.708501450000007 56.135466100000009 33.101335500000005 95.020000000000024 20.507360500000004 83.026705000000007 39.011252750000004 39.262370300000008 45.084117700000007 53.973051950000006 83.093115700000013 54.484631300000011 84.920232800000022 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 22 5 -5 8 -4 -7 14 -11 12 -9 -12 -10 -16 18 -18 19 -3 -21 -19 -1 24 -13 -6 -27 28 -28 -25
right_child=-2 16 7 4 25 6 -8 11 9 10 13 23 -14 -15 15 -17 17 21 -20 20 -22 -23 -24 29 -26 26 27 -29 -30 -31
leaf_value=-22.798092531244656 -51.919364322526604 -11195.857769787048 5488.5501916402445 2617.4654092044448 -2006.3377258926103 9721.3662597234143 -1307.1827262340519 -10681.971200654158 28497.492090618805 8857.1044277503006 43155.369081843324 -4582.3371258712277 40008.167112870651 17205.986590456061 144971.11259689924 33529.559197771996 7013.7121618644223 -33863.23524379258 -173.9326986563091 -161300.02694256758 -228.69928571428574 -2304.734302507205 -11667.607049809849 -2683.723017990425 13360.907896770468 4625.3527245687746 166960.14761513157 24742.526067288465 -3025.127353852371 -22166.458261853521
leaf_weight=51326 3058474 2616 11031 36166 37493 17487 4865 12628 252 3884 1403 7504 528 1931 129 108 22239 566 997091 74 35 7096 4162 22973 6576 7758 76 251 29 1413
leaf_count=51326 3058474 2616 11031 36166 37493 17487 4865 12628 252 3884 1403 7504 528 1931 129 108 22239 566 997091 74 35 7096 4162 22973 6576 7758 76 251 29 1413
internal_value=0 126.058 1100.11 2066.21 3536.1 6281.28 10689.5 -1479.93 13006 20458.9 17757.4 -2969.02 -8647.58 28125.9 60335 94187.6 -91.4837 4028.53 -214.699 -15131.2 -109580 -4635.99 -896.243 -1026.85 3797.97 -450.118 6740.83 52841.6 120012 -3812.61
internal_weight=0 1.25969e+06 229973 167320 111832 66225 30059 62653 25194 7707 7218 51622 13156 3334 489 237 1.02972e+06 29901 999816 2725 109 7662 55488 38466 14080 45607 8114 356 105 24386
internal_count=4318164 1259690 229973 167320 111832 66225 30059 62653 25194 7707 7218 51622 13156 3334 489 237 1029717 29901 999816 2725 109 7662 55488 38466 14080 45607 8114 356 105 24386
is_linear=0
shrinkage=0.1


Tree=1497
num_leaves=31
num_cat=0
split_feature=1 0 0 0 5 3 6 0 5 5 1 2 3 5 5 0 1 3 1 6 5 4 3 5 3 1 3 0 0 3
split_gain=3.03668e+12 1.21264e+13 9.81399e+13 7.87497e+13 6.29151e+13 9.58231e+13 4.52225e+13 4.90163e+13 4.57629e+13 2.32944e+13 2.2292e+13 1.9764e+13 2.62608e+13 1.80069e+13 1.77342e+13 3.31308e+13 4.92328e+13 4.28239e+13 4.83732e+13 3.91386e+13 2.98701e+13 3.69947e+13 1.23753e+14 6.99736e+13 6.90537e+13 5.64092e+13 5.34886e+13 4.17796e+13 4.44811e+13 3.90687e+13
threshold=83.663637000000008 55.388132500000005 55.975961550000008 55.349623500000007 97.050000000000011 15.500000000000002 1.5000000000000002 55.674875350000008 112.04500000000002 36.305000000000007 104.38035940000002 12.500000000000002 24.500000000000004 101.05000000000001 64.805000000000021 53.37994195000001 86.067573200000012 6.5000000000000009 91.398302750000013 1.5000000000000002 71.00500000000001 3.5000000000000004 8.5000000000000018 142.05000000000004 5.5000000000000009 83.761389800000003 11.500000000000002 51.67657710000001 52.056565900000003 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 11 9 13 -3 8 10 -5 -8 12 14 -6 -2 20 -17 18 -18 -19 -16 23 24 26 27 -26 29 -23 -29 -22
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14 -15 15 16 17 19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-19.697097577015555 1036.4959344196338 11743.039701612521 539.87739740104087 -1806.6147054658977 103046.80539314517 253178.84029224538 -8990.2812732031143 -27824.098408318343 -122795.24169642858 18892.245962469846 33674.842917382812 7938.5992698504378 -31929.707702588086 10650.887470407199 -4714.8496242030242 -30376.852678787378 -6813.7934202298384 -42843.606974539623 24358.9660293817 -7718.0885874691639 3910.394182499077 -37112.28443728885 -20595.616109287224 -63087.201195762143 184450.71269531251 45468.621232450183 -4564.6725595707758 39872.96167819207 372.03024873348431 20875.494852530734
leaf_weight=4092386 102947 820 81252 719 31 27 6033 1727 35 2230 125 3559 251 66 7545 856 1117 350 898 3387 2343 185 2157 139 34 207 2238 431 842 3227
leaf_count=4092386 102947 820 81252 719 31 27 6033 1727 35 2230 125 3559 251 66 7545 856 1117 350 898 3387 2343 185 2157 139 34 207 2238 431 842 3227
internal_value=0 357.024 -543.2 953.646 16779.7 86558.4 -10612.1 -12926.6 -8772.3 13845.6 -8124.23 587.19 384.613 40179.5 447.535 -1888.41 -8001.77 -4671.95 7078.58 -11007.9 199.513 3340.99 -4696.24 7240.77 15489.1 65076.1 8492.77 7292.68 13745.9 13739.2
internal_weight=0 225778 89992 135786 3073 124 8740 7920 6193 2949 6158 132713 129154 97 128903 25956 6608 5752 2015 3737 19348 11803 3856 7947 1699 241 7808 1458 1273 5570
internal_count=4318164 225778 89992 135786 3073 124 8740 7920 6193 2949 6158 132713 129154 97 128903 25956 6608 5752 2015 3737 19348 11803 3856 7947 1699 241 7808 1458 1273 5570
is_linear=0
shrinkage=0.1


Tree=1498
num_leaves=31
num_cat=0
split_feature=5 5 1 0 6 3 3 0 0 0 0 3 1 1 3 0 1 5 1 2 4 1 0 0 1 1 2 0 0 4
split_gain=3.02225e+12 1.8025e+13 1.47902e+13 2.30912e+13 3.06309e+13 3.24353e+13 3.10388e+13 2.20166e+13 3.01643e+13 3.91933e+13 3.13609e+13 3.40704e+13 4.35787e+13 2.61795e+13 2.35959e+13 2.30184e+13 2.16741e+13 2.1549e+13 3.07949e+13 2.11557e+13 2.16863e+13 2.34441e+13 1.97149e+13 2.463e+13 1.9345e+13 3.63733e+13 1.82684e+13 1.74975e+13 1.79025e+13 1.68156e+13
threshold=34.010000000000012 35.505000000000003 30.451272450000005 59.846652800000008 1.5000000000000002 7.5000000000000009 9.5000000000000018 56.782419000000012 55.860536450000005 55.993277250000013 55.050600750000008 10.500000000000002 83.026705000000007 82.91993380000001 9.5000000000000018 55.078308950000007 36.585378200000001 35.305000000000007 30.305955500000003 3.5000000000000004 1.5000000000000002 37.712318250000003 59.904813200000007 59.939091550000008 37.098288800000006 37.214886200000009 2.5000000000000004 55.946414150000003 55.975961550000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 17 22 8 10 24 13 -12 16 29 -15 -14 -13 -6 -19 -18 -21 -22 -5 26 -10 27 -24 -26 -29 -4
right_child=1 -3 7 4 5 -7 -8 -9 9 -11 11 12 15 14 -16 -17 19 18 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=188.18854454091388 -5764.5355671214684 2.7555200419207377 -778.13501318775366 -1266.0832645089286 26357.41539513112 6842.7497447774367 787.38801514145882 -4944.7289869317474 -51448.488766479248 -430.51226311489921 -839.76664717322001 97140.184257812507 -44455.607717258907 -1159.4008990635818 10540.925613887835 10794.917352430557 -15150.885474477496 34330.43355084044 191585.88386718751 -5587.9589431891363 84540.75457386364 3257.4871679687503 -24060.674776785716 -26139.263225699164 -26775.474472656253 10503.40744567509 -137423.55788352274 113326.87074795082 39459.979632482398 -11185.963590698429
leaf_weight=712562 3271 3494072 32194 140 463 4641 6052 17543 48 8132 12688 20 465 3058 3950 90 2576 33 20 10199 55 100 21 138 20 3806 44 61 71 1631
leaf_count=712562 3271 3494072 32194 140 463 4641 6052 17543 48 8132 12688 20 465 3058 3950 90 2576 33 20 10199 55 100 21 138 20 3806 44 61 71 1631
internal_value=0 -37.191 -1288.66 1652.73 3752.96 9487.16 -871.166 -1739.51 -1029.22 3557.8 -1859.9 -4560.66 -8056.45 -127.455 5435.39 -35496.1 -6880.46 33271.5 93672.1 -7041.36 -5023.77 32099.9 -30135.2 -50045 11653.9 12419.2 -100799 60388.7 73595.4 -1279.99
internal_weight=0 3.6056e+06 111530 14823 11552 5157 6395 96707 79164 12138 67026 26193 13505 40833 7008 555 12950 516 53 12930 10354 155 343 203 4006 3958 65 152 132 33825
internal_count=4318164 3605602 111530 14823 11552 5157 6395 96707 79164 12138 67026 26193 13505 40833 7008 555 12950 516 53 12930 10354 155 343 203 4006 3958 65 152 132 33825
is_linear=0
shrinkage=0.1


Tree=1499
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 0 0 4 6 5 1 1 1 3 5 3 5 1 5 1 1 3 5 1 0 5 0 1 5 3
split_gain=3.02244e+12 1.49791e+13 2.85581e+13 3.10423e+13 2.7176e+13 2.23704e+13 5.87685e+13 4.63627e+13 6.30033e+13 3.15645e+13 2.66356e+13 2.36476e+13 2.65779e+13 4.85154e+13 2.61526e+13 5.33722e+13 2.58834e+13 2.00844e+13 5.04506e+13 3.93242e+13 2.7846e+13 4.02829e+13 2.72939e+13 2.69519e+13 2.03843e+13 2.00627e+13 2.77689e+13 4.1773e+13 4.06105e+13 6.10384e+13
threshold=39.005000000000003 40.005000000000003 16.500000000000004 30.278357500000002 30.207352000000004 55.777112100000004 55.860536450000005 1.5000000000000002 1.5000000000000002 39.355000000000011 37.487839250000007 37.752451500000006 37.944765900000007 24.500000000000004 39.505000000000003 22.500000000000004 39.355000000000011 37.752451500000006 39.805000000000007 37.944765900000007 38.975980350000007 17.500000000000004 39.995000000000012 37.726745000000001 55.601678500000013 41.505000000000003 44.039893800000009 39.739656000000004 40.905000000000008 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 7 11 -9 10 -5 -7 13 14 15 -13 -14 18 23 -19 21 22 -21 -11 -20 26 27 28 -3 -30
right_child=1 25 3 5 -6 6 -8 8 -10 17 -12 12 16 -15 -16 -17 -18 19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=135.30275525661702 -1728.6269167047915 105930.97734115602 10467.762388891104 32999.277799797528 -22254.479974246417 26247.275770703793 1897.2546951795046 33013.393109527191 198162.26292613638 -12567.888324193615 5864.3071788428424 -27037.00841749238 55410.337263424299 22522.012157402667 -23427.729847836326 -208103.56633391205 8427.6337394181555 17443.219829638168 -5869.2326573812807 16788.493289789025 853.18464509185105 -23771.878293835282 -11488.560338357005 -40200.320887272872 11523.985207052936 -59.967873539807194 1000.0095983463443 3949.9589720015665 11465.307884828737 149419.04227430557
leaf_weight=1194349 124378 80 343 409 976 1176 9846 77 33 1707 3131 41 142 183 141 27 673 1258 1447 621 14164 1207 758 445 1261 2810827 147162 972 294 36
leaf_count=1194349 124378 80 343 409 976 1176 9846 77 33 1707 3131 41 142 183 141 27 673 1258 1447 621 14164 1207 758 445 1261 2810827 147162 972 294 36
internal_value=0 -51.7312 -980.678 1341.2 -13745.2 1854.76 5369.93 19085.1 82558.1 212.323 8999.39 16155.2 6322.26 -15074.2 -47993.4 -98931.1 16613.6 -1147.93 -6852.58 391.645 -889.004 -10431.3 1245.34 -18281.8 2230.05 -0.112247 1132.51 15241.5 42010.6 26514.8
internal_weight=0 3.12382e+06 164444 40066 1319 38747 12339 2493 110 26408 3540 2383 1207 392 209 68 815 22868 4860 18008 16750 2586 1379 2152 2708 2.95937e+06 148544 1382 410 330
internal_count=4318164 3123815 164444 40066 1319 38747 12339 2493 110 26408 3540 2383 1207 392 209 68 815 22868 4860 18008 16750 2586 1379 2152 2708 2959371 148544 1382 410 330
is_linear=0
shrinkage=0.1


Tree=1500
num_leaves=31
num_cat=0
split_feature=0 1 5 5 4 0 3 3 1 4 3 2 3 1 5 5 3 5 2 4 3 6 6 5 3 3 5 5 5 3
split_gain=2.97082e+12 1.50069e+13 1.20405e+13 1.8514e+13 1.72348e+13 1.77906e+13 2.69427e+13 1.81595e+13 3.47971e+13 1.57922e+13 1.58773e+13 1.55398e+13 2.03536e+13 2.04368e+13 1.82784e+13 2.97623e+13 2.59258e+13 3.10009e+13 1.85282e+13 1.8385e+13 1.75307e+13 1.51532e+13 1.49421e+13 1.36432e+13 1.70666e+13 1.30043e+13 1.29435e+13 1.29056e+13 1.44417e+13 1.29653e+13
threshold=43.056445700000005 44.083877800000003 89.00500000000001 70.50500000000001 1.5000000000000002 42.966471700000007 4.5000000000000009 3.5000000000000004 47.473138800000008 1.5000000000000002 10.500000000000002 12.500000000000002 10.500000000000002 47.282206100000003 132.05000000000004 150.04500000000004 11.500000000000002 123.15000000000002 5.5000000000000009 2.5000000000000004 12.500000000000002 1.5000000000000002 1.5000000000000002 88.015000000000015 13.500000000000002 12.500000000000002 49.010000000000012 77.715000000000018 82.00500000000001 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 11 7 -7 22 26 -11 12 13 -6 16 20 -14 18 19 25 -16 -12 -9 27 -25 -18 -3 -5 29 -29
right_child=-2 2 4 23 5 6 -8 8 -10 10 21 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-72220.683147322285 -7.190741628206692 1163.4247737187038 -34361.254591619319 -8792.3863853512194 -61410.981075499491 17673.486812702049 8005.2176393381851 77132.951074218756 118707.80646010891 2814.5722281359608 5218.6962853125005 -42596.42183028991 36474.004036060091 -2636.8272774228503 49009.084966856062 -5122.6228515625007 -9663.9796484375001 -76469.849038461543 18454.489689385584 -37455.965880062708 156588.30590122769 28885.72200454296 -33050.729272460936 -18218.532911964699 -107107.18488136574 87132.401392663058 -7251.9678161205447 11759.897737406429 -6088.2978694279282 -8271.2886527289374
leaf_weight=28 4285952 5299 110 2914 61 145 3017 20 66 9983 625 83 235 1963 33 51 35 52 347 152 28 477 32 108 27 23 2790 1291 1786 431
leaf_count=28 4285952 5299 110 2914 61 145 3017 20 66 9983 625 83 235 1963 33 51 35 52 347 152 28 477 32 108 27 23 2790 1291 1786 431
internal_value=0 956.761 1020.43 51.8029 4882.76 5563.32 10681.1 41378 70506.4 1620.43 4071.99 82.9317 1271.65 -4408.18 13296.7 51254.6 8259.68 -2627.63 4266.08 -19178.6 98389.7 15463 9327.61 -4535.17 -35996.3 28720.8 -1739.15 -3873.81 211.916 6746.28
internal_weight=0 32212 32184 25731 6453 6343 3280 263 118 19174 11085 3063 2980 2024 956 112 844 609 557 210 61 1102 52 6557 135 58 8089 6422 3508 1722
internal_count=4318164 32212 32184 25731 6453 6343 3280 263 118 19174 11085 3063 2980 2024 956 112 844 609 557 210 61 1102 52 6557 135 58 8089 6422 3508 1722
is_linear=0
shrinkage=0.1


Tree=1501
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 3 4 1 5 0 3 5 3 5 0 3 3 5 0 0 1 3 1 5 1 5 2 3 0 0
split_gain=2.86662e+12 1.79422e+13 4.54918e+13 4.72874e+13 9.7449e+13 7.23338e+13 1.03502e+14 5.66324e+13 9.5328e+13 4.62041e+13 4.31127e+13 4.17303e+13 3.97055e+13 3.78301e+13 6.11936e+13 3.70856e+13 3.62674e+13 3.60078e+13 3.58858e+13 3.463e+13 6.21963e+13 4.6008e+13 3.50536e+13 9.02513e+13 3.50247e+13 3.41253e+13 8.00822e+13 4.54836e+13 5.60317e+13 3.26697e+13
threshold=39.704585000000002 57.581016350000006 57.550671000000001 56.135466100000009 58.242297500000006 15.500000000000002 4.5000000000000009 54.845880150000006 68.52500000000002 63.563300600000012 18.500000000000004 116.06000000000002 9.5000000000000018 120.05000000000001 60.693675950000006 18.500000000000004 24.500000000000004 225.45000000000002 57.945214300000011 61.785186750000001 53.140944450000006 6.5000000000000009 53.664171200000006 83.010000000000005 49.964253350000007 114.05000000000001 2.5000000000000004 7.5000000000000009 58.000519000000004 61.785186750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 25 9 10 19 18 16 -6 -4 17 -13 -7 -15 -9 -3 24 22 23 -22 -21 -5 -27 -28 -29 -20
right_child=1 2 13 4 12 11 -8 8 -10 -11 -12 15 -14 14 -16 -17 -18 -19 29 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-95.162537509007734 -2.0654620769845597 1406.3177446587472 -1759.7247067397873 10877.544700347149 -7370.9198228126843 -1767.5202872458246 174465.49937399841 -28791.798883756001 -36976.133869673882 9820.9573590229702 -32025.112732568057 10321.644320312502 -49925.704883643622 -116893.17345664831 346.20559285481772 -100862.32698958334 11780.789864488446 3280.144264914773 1747.1040387081594 -78459.848515159974 -38318.825041836302 40613.743199790399 6172.9388763553743 138406.63760080645 -18835.984389958772 -78637.964955357151 170501.02620511968 141704.80126689188 -20622.109046875001 -80247.528985969388
leaf_weight=1826521 2325072 82828 35777 15725 3273 7632 39 432 950 6354 481 50 235 102 192 75 2666 33 5852 105 426 287 1211 31 1597 35 47 37 50 49
leaf_count=1826521 2325072 82828 35777 15725 3273 7632 39 432 950 6354 481 50 235 102 192 75 2666 33 5852 105 426 287 1211 31 1597 35 47 37 50 49
internal_value=0 69.7597 1072.33 1941.68 5435.92 7519.96 11757.2 904.41 -7300.04 1590.54 -3162.64 1042.82 -10221.7 -2069.19 -35927.8 -56388.7 1739.94 -87517.5 -970.493 985.853 -8537.32 3630.87 -2732.48 -26330.9 -22514.3 11357.9 56054.4 91235.2 48413.5 1066.25
internal_weight=0 2.49164e+06 166571 130467 29864 26356 15933 100603 7764 92839 6814 10423 3508 36104 327 125 10298 135 6333 86485 3657 1955 1668 457 1702 15894 169 134 87 5901
internal_count=4318164 2491643 166571 130467 29864 26356 15933 100603 7764 92839 6814 10423 3508 36104 327 125 10298 135 6333 86485 3657 1955 1668 457 1702 15894 169 134 87 5901
is_linear=0
shrinkage=0.1


Tree=1502
num_leaves=31
num_cat=0
split_feature=2 6 3 3 0 1 1 1 5 0 1 0 4 0 4 1 5 0 3 5 0 0 0 1 5 1 5 5 3 0
split_gain=2.82944e+12 6.38533e+13 7.85248e+13 4.13759e+13 4.25552e+13 3.69639e+13 7.20695e+13 4.60936e+13 5.9708e+13 8.51859e+13 5.71476e+13 7.78e+13 5.54422e+13 2.02978e+14 4.84486e+13 7.30857e+13 4.49949e+13 4.68657e+13 4.11835e+13 4.02504e+13 5.04988e+13 5.28234e+13 5.03626e+13 5.54242e+13 3.88194e+13 5.01457e+13 4.59212e+13 1.13768e+14 5.9146e+13 4.58549e+13
threshold=1.5000000000000002 1.5000000000000002 5.5000000000000009 14.500000000000002 59.882016200000002 83.006817700000013 83.093115700000013 37.792847950000002 50.005000000000003 55.628356700000005 30.278357500000002 60.035045000000004 1.5000000000000002 59.950068600000009 4.5000000000000009 30.346469350000003 128.92000000000004 54.725565150000001 6.5000000000000009 64.405000000000015 55.020029900000004 55.017766000000002 55.030402950000003 83.026705000000007 56.005000000000003 37.692869000000009 85.91500000000002 80.00500000000001 10.500000000000002 60.017447350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 19 8 -4 16 11 12 13 -11 24 -16 17 -10 -19 22 21 -21 23 -7 -12 26 27 -26 -28 -30
right_child=-2 2 5 4 -6 6 -8 -9 9 10 14 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=1716.4606789719091 -30.631286936956471 755.86064001720456 -1142.984495005973 5498.1012407396902 22236.38224434842 -6021.5273244510699 923.86123373090618 -369.61151935819356 -6130.2768040905057 -120915.16828703704 -30841.319538898722 58374.148406756372 -9376.0981213215127 241796.24194335938 -121451.22627840909 79168.394922814012 -76276.077921769436 69248.050595543042 9610.4239373057917 1643.4748007594951 27795.957172744485 -56956.306354851979 -30663.792633689824 -24143.754231971361 -12289.149665822757 -41634.306361541028 -56266.148126358006 50760.706310592002 8880.1593012011417 -134646.33203125
leaf_weight=87862 3777275 269900 23757 10932 1764 6968 8924 109335 2984 27 1932 216 1528 36 22 104 74 122 2276 808 570 190 1417 2227 5158 633 489 303 307 24
leaf_count=87862 3777275 269900 23757 10932 1764 6968 8924 109335 2984 27 1932 216 1528 36 22 104 74 122 2276 808 570 190 1417 2227 5158 633 489 303 307 24
internal_value=0 213.912 -305.314 2487.54 7823.74 -1985.82 -5903.25 -1432.18 -4337.17 -9011.29 -14164.8 2059.82 -5585.62 86348.5 -17432.5 44139.6 1170.16 2235.01 12644.5 -10905.3 4049.7 -9512.8 -13115 -10410.7 -18309.6 -14807.8 -12104.2 -8790.87 -34170.1 -1526.6
internal_weight=0 540889 440331 100558 12696 170431 21104 149327 39992 16235 10779 1807 1591 63 8972 126 5456 5382 2398 12180 1568 998 10612 9195 8846 6914 6281 5461 820 331
internal_count=4318164 540889 440331 100558 12696 170431 21104 149327 39992 16235 10779 1807 1591 63 8972 126 5456 5382 2398 12180 1568 998 10612 9195 8846 6914 6281 5461 820 331
is_linear=0
shrinkage=0.1


Tree=1503
num_leaves=31
num_cat=0
split_feature=3 2 2 0 2 5 5 1 1 0 2 1 1 3 0 2 3 3 3 3 1 4 0 1 3 1 3 6 3 3
split_gain=2.74088e+12 1.68666e+13 3.10614e+13 2.18747e+13 2.9113e+13 1.64282e+13 4.589e+13 4.11985e+13 2.77953e+13 2.60012e+13 2.72818e+13 7.75669e+13 5.58939e+13 5.57733e+13 4.95584e+13 4.55368e+13 8.34065e+13 4.33415e+13 4.41605e+13 4.24832e+13 4.17266e+13 4.17041e+13 3.8721e+13 3.85257e+13 6.53164e+13 3.73641e+13 3.68657e+13 3.56702e+13 3.32621e+13 4.96987e+13
threshold=9.5000000000000018 15.500000000000002 14.500000000000002 55.795550600000006 17.500000000000004 177.02500000000003 150.04500000000004 83.761389800000003 83.093115700000013 43.056445700000005 7.5000000000000009 65.565203050000022 65.551978750000004 13.500000000000002 43.514103700000014 15.500000000000002 24.500000000000004 13.500000000000002 10.500000000000002 18.500000000000004 36.546174950000008 3.5000000000000004 57.147575200000006 82.907204800000002 11.500000000000002 82.897133550000021 13.500000000000002 1.5000000000000002 16.500000000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -2 8 9 -8 12 14 17 21 -12 23 -17 18 -11 20 -19 -14 -20 26 -25 -23 -13 -22 29 -16
right_child=5 3 -4 -5 -6 -7 7 -9 -10 10 11 15 13 -15 28 16 -18 19 22 -21 27 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-88.315816714359343 78.848452467913191 107440.3914351852 -69755.405395507812 -46554.024000000005 -2140.171875 7279.6744612516823 38252.92955272441 50949.246859681378 -89126.578072102871 -20857.719867542615 -142723.59994791666 221153.50580357143 -183895.85850497161 6520.9802691915766 -33376.121764287142 -89944.398642418033 76110.673776041673 32208.468410326088 21168.306509676848 16610.779637759199 -168210.39199810606 15290.115625 137738.32732077208 -24360.253402400365 124054.72744985728 -105252.29345052084 62854.797832661287 -57489.330756955038 -27342.178948672827 19058.719006461743
leaf_weight=1938437 2373030 54 64 25 44 3158 98 102 48 275 30 28 44 69 273 61 60 46 176 107 33 36 34 69 52 90 31 246 809 535
leaf_count=1938437 2373030 54 64 25 44 3158 98 102 48 275 30 28 44 69 273 61 60 46 176 107 33 36 34 69 52 90 31 246 809 535
internal_value=0 -88.2663 -90.6159 36941.2 58241 71.9111 62.3326 -11630 -13594 -12461.7 -14062.9 -6840.85 -26232.9 -69304.3 -15371.5 39836.6 -7603.04 -15007.1 5511.04 -38042.5 -56036.1 -100080 40041.5 71726.6 39421.4 -70811.6 137980 -70585.4 -13008.7 1342.49
internal_weight=0 1.93862e+06 1.9385e+06 123 98 2.37954e+06 2.37638e+06 3352 3250 3202 3104 1948 1156 239 1647 301 121 917 485 432 325 170 210 180 121 126 59 279 1617 808
internal_count=4318164 1938624 1938501 123 98 2379540 2376382 3352 3250 3202 3104 1948 1156 239 1647 301 121 917 485 432 325 170 210 180 121 126 59 279 1617 808
is_linear=0
shrinkage=0.1


Tree=1504
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 5 5 4 3 5 5 5 4 1 5 3 5 5 3 3 5 6 3 5 5 3 1 1 0 1
split_gain=2.76297e+12 4.6802e+13 6.40706e+13 5.76703e+13 7.48436e+13 7.90828e+13 5.37877e+13 5.22493e+13 7.68121e+13 7.80102e+13 4.92901e+13 7.2749e+13 7.28233e+13 3.82842e+13 3.59537e+13 3.39085e+13 3.26795e+13 3.04394e+13 3.77176e+13 5.5552e+13 2.99865e+13 2.9009e+13 4.97027e+13 6.36564e+13 3.07985e+13 2.90295e+13 3.19041e+13 2.92049e+13 2.79793e+13 5.72535e+13
threshold=50.973130900000008 51.636650050000007 37.869926150000005 51.67657710000001 39.262370300000008 68.52500000000002 53.995000000000012 3.5000000000000004 10.500000000000002 104.75000000000001 150.04500000000004 125.85000000000001 1.5000000000000002 39.143775600000005 39.305000000000007 2.5000000000000004 112.04500000000002 66.50500000000001 15.500000000000002 10.500000000000002 79.730000000000018 1.5000000000000002 18.500000000000004 90.015000000000015 86.02500000000002 10.500000000000002 39.047276750000002 42.09605220000001 50.565831500000009 37.098288800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 6 4 5 13 -2 8 9 -7 11 12 -10 -3 -15 -4 -8 18 19 -17 -6 -19 24 -24 -23 26 -26 -28 -1 -30
right_child=1 3 15 -5 20 7 16 -9 10 -11 -12 -13 -14 14 -16 17 -18 21 -20 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=79.80027131343293 -4807.6645454939962 -14405.880730157029 14919.537332702534 -32.219560034476252 -15405.419907067915 39117.361020533244 -22063.684104976765 -31608.685127745623 87824.302031468644 137821.68068716399 135468.8430147059 -171085.34166666667 12537.824598994719 -3851.7203471788434 9141.0610474774785 -1179.0314601062655 -102117.09384014423 -22356.746261199234 8049.0471082433032 -22626.508229883169 -97803.4424863069 -15125.505271028382 114940.22079443996 -14499.236455688479 30296.680779272097 -17170.04952996572 -57778.020948327117 12771.355129062984 5641.1975145579963 -18886.097070541684
leaf_weight=825780 3505 1095 1178 3426285 1108 576 2635 191 134 93 34 21 3119 3033 7152 15322 52 1313 3907 1311 46 1966 77 75 532 384 92 162 15974 1012
leaf_count=825780 3505 1095 1178 3426285 1108 576 2635 191 134 93 34 21 3119 3033 7152 15322 52 1313 3907 1311 46 1966 77 75 532 384 92 162 15974 1012
internal_value=0 -39.3904 -3815.78 -3.73017 5875.85 7710.97 -12968.1 19481.5 21935.2 52838.6 15685.3 14441.4 15639.1 3361.72 5271.93 -1662.52 -23612.9 -2439.49 -792.641 -2869.5 -18689.9 -9791.41 -4773.68 51072.1 -7480.49 5365.74 16375.6 -12782 162.438 4179.9
internal_weight=0 3.4754e+06 32511 3.44289e+06 16602 15448 6192 4168 3977 669 3308 3274 3253 11280 10185 26319 2687 25141 20540 16633 1154 4601 3288 152 3136 1170 786 254 842766 16986
internal_count=4318164 3475398 32511 3442887 16602 15448 6192 4168 3977 669 3308 3274 3253 11280 10185 26319 2687 25141 20540 16633 1154 4601 3288 152 3136 1170 786 254 842766 16986
is_linear=0
shrinkage=0.1


Tree=1505
num_leaves=31
num_cat=0
split_feature=1 1 5 6 0 1 5 3 0 3 3 3 3 5 0 1 0 0 5 1 3 3 5 3 5 5 4 5 2 5
split_gain=2.78518e+12 2.0809e+13 3.02371e+13 3.26829e+13 3.12106e+13 7.42036e+13 7.75251e+13 4.94063e+13 4.59023e+13 4.54647e+13 4.38369e+13 4.21476e+13 4.17916e+13 4.44013e+13 4.11116e+13 5.72546e+13 4.02458e+13 3.99051e+13 4.00871e+13 3.96052e+13 4.25494e+13 6.47046e+13 4.28234e+13 4.13174e+13 4.56273e+13 3.80296e+13 3.70017e+13 6.31307e+13 1.12255e+14 4.07496e+13
threshold=43.574807850000006 44.005491150000005 31.010000000000002 1.5000000000000002 56.338501050000012 43.868031300000006 100.05000000000001 24.500000000000004 56.281985950000006 8.5000000000000018 19.500000000000004 23.500000000000004 16.500000000000004 40.405000000000008 56.197733450000008 43.868031300000006 56.367862600000002 56.320495600000008 83.010000000000005 43.868031300000006 12.500000000000002 9.5000000000000018 105.35000000000001 15.500000000000002 81.910000000000011 101.05000000000001 3.5000000000000004 92.035000000000011 10.500000000000002 47.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 12 8 10 -8 14 16 -6 -14 15 -5 26 18 -9 23 21 -21 -23 -16 -25 -13 27 29 -29 -7
right_child=1 -3 3 4 5 11 9 17 -10 -11 -12 25 13 -15 19 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-80.905151750254277 -4421.8129984582292 25.03821321664563 -2771.5585338180226 2910.3306643843543 2868.342005658857 12725.350791341634 12623.108286830357 36627.884094201181 -2251.381468780231 181517.03720439191 -62769.899926757818 -47006.758197661715 23233.739756146602 -42357.557762416953 13649.398194994048 -22686.8273652036 -66725.149224728957 -71048.714787046367 152239.59138257577 1978.2074993411848 -19885.957068488824 30720.44991211293 -72002.572380719866 36656.294538843911 152970.65514404298 100214.94854003907 -13632.506563418136 24956.95593659157 291429.41871875001 36814.584392582568
leaf_weight=2143177 6925 2109068 9613 13156 3372 1333 28 329 14806 37 96 143 136 428 5072 936 49 31 33 5428 662 1203 42 215 40 20 234 43 25 1484
leaf_count=2143177 6925 2109068 9613 13156 3372 1333 28 329 14806 37 96 143 136 428 5072 936 49 31 33 5428 662 1203 42 215 40 20 234 43 25 1484
internal_value=0 79.7219 1829.32 2563.11 3601.6 9622.18 442.984 2551.81 2218.87 108763 4683.91 20647.7 -1345.83 -26541.2 4925.95 1210.15 23199.2 37842.2 47167.1 9061.4 4295.27 6694.19 27255.1 15624.1 54901.7 -28942.7 24611.9 27713.9 122925 25415.6
internal_weight=0 2.17499e+06 65919 58994 49381 7332 4001 42049 41656 65 26850 3331 3936 564 26754 14092 3168 393 362 12662 7335 6673 1245 5327 255 163 3119 2885 68 2817
internal_count=4318164 2174987 65919 58994 49381 7332 4001 42049 41656 65 26850 3331 3936 564 26754 14092 3168 393 362 12662 7335 6673 1245 5327 255 163 3119 2885 68 2817
is_linear=0
shrinkage=0.1


Tree=1506
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 3 3 3 0 1 5 3 2 2 1 0 0 0 5 1 2 1 1 4 5 5 1 5 1 5
split_gain=2.71484e+12 4.55745e+13 1.22981e+14 6.13635e+13 4.42531e+13 3.76464e+13 3.12122e+13 2.68552e+13 9.55583e+13 1.15081e+14 6.68127e+13 5.91878e+13 6.11424e+13 5.19008e+13 5.88829e+13 4.52544e+13 1.13042e+14 9.40519e+13 8.51636e+13 6.31234e+13 1.04962e+14 6.05082e+13 2.49519e+14 5.34858e+13 5.33818e+13 5.23315e+13 5.13888e+13 5.00129e+13 4.31402e+13 4.53029e+13
threshold=47.425481600000005 48.713222300000005 39.969502550000009 44.083877800000003 92.035000000000011 10.500000000000002 2.5000000000000004 5.5000000000000009 47.287300150000007 40.247294600000011 95.020000000000024 6.5000000000000009 1.5000000000000002 1.5000000000000002 39.714575750000009 43.642715500000008 44.226894250000008 43.592450450000008 73.995000000000019 39.714575750000009 2.5000000000000004 39.630124250000001 39.488326500000007 1.0000000180025095e-35 42.895000000000003 50.005000000000003 47.981192400000005 47.815000000000005 39.666208800000007 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -5 8 10 -10 -1 12 -9 14 -13 17 21 23 19 20 27 22 -17 25 -24 -14 -18 -19 -23 -30
right_child=1 -3 3 6 -6 -7 -8 11 9 -11 -12 13 15 -15 -16 16 26 18 -20 -21 -22 28 24 -25 -26 -27 -28 -29 29 -31
leaf_value=1033.7584256264158 -36968.65254732209 -12.657046669801218 -4937.7845755051758 -44503.927351106919 -54130.527041799913 -42258.920813296769 9019.3312324514391 -14511.528759928666 19523.931114462797 -33018.463190734466 -8218.2693211827027 7599.8256456711088 27542.837846601775 -180.39556650122648 -3039.4798251782122 8953.115638418416 -2576.4819667327065 66391.267822265625 -98264.919133154035 -39913.364036133804 -17991.932592027159 -35371.272030057255 162496.78593750001 -6369.0611518839005 371640.19987980771 184349.72431640627 95074.768742766217 251418.33281250001 31188.347516015627 -47015.79228271485
leaf_weight=243225 1138 3509193 11141 112 193 277 4005 4862 4540 459 8064 17764 188 472694 7356 131 26604 48 183 741 229 131 23 3658 26 24 54 21 1000 80
leaf_count=243225 1138 3509193 11141 112 193 277 4005 4862 4540 459 8064 17764 188 472694 7356 131 26604 48 183 741 229 131 23 3658 26 24 54 21 1000 80
internal_value=0 -37.5811 -5223.36 -2926.42 -6645.83 -5843.19 7563.27 167.292 1009.2 14699.6 736.856 -235.405 -4039.33 54.9864 4484.27 -2503 -928.529 -11175.9 -35361.6 -24282.4 14585.3 26863 80960.7 -3538.91 273471 45294.6 -2378.67 122704 18822 25395.4
internal_weight=0 3.52606e+06 16866 15728 11611 11418 4117 792105 256288 4999 251289 535817 38003 497814 25120 33141 28049 5092 1222 1039 298 1391 180 3870 49 212 26658 69 1211 1080
internal_count=4318164 3526059 16866 15728 11611 11418 4117 792105 256288 4999 251289 535817 38003 497814 25120 33141 28049 5092 1222 1039 298 1391 180 3870 49 212 26658 69 1211 1080
is_linear=0
shrinkage=0.1


Tree=1507
num_leaves=31
num_cat=0
split_feature=2 2 0 0 5 1 5 1 5 5 1 0 2 3 5 5 4 3 1 5 5 1 5 5 5 0 0 1 5 1
split_gain=2.69951e+12 6.77747e+12 2.17245e+13 6.00901e+13 9.06606e+13 9.67915e+13 5.64964e+13 4.87485e+13 6.77787e+13 3.7285e+13 3.27469e+13 3.10303e+13 2.57709e+13 2.341e+13 3.73528e+13 2.88695e+13 2.87905e+13 2.25062e+13 3.97611e+13 2.13545e+13 2.0736e+13 4.85935e+13 1.79936e+13 2.04131e+13 1.79293e+13 2.75183e+13 4.15926e+13 3.43488e+13 1.75186e+13 1.74821e+13
threshold=27.500000000000004 24.500000000000004 55.061033200000004 55.017766000000002 64.805000000000021 82.933113850000026 90.015000000000015 38.984911950000004 62.015000000000008 161.85000000000002 39.110397700000007 56.791364150000007 25.500000000000004 26.500000000000004 57.405000000000008 104.75000000000001 1.5000000000000002 31.500000000000004 37.615058950000012 118.33500000000002 85.020000000000024 45.148007750000012 38.905000000000008 91.050000000000011 54.990000000000002 55.664473600000008 55.899899800000007 37.726745000000001 65.045000000000016 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 12 6 -6 8 -3 13 -9 -11 -5 14 24 17 -16 18 22 -7 28 -22 -15 -24 -4 -26 27 -27 -12 -18
right_child=-2 2 9 4 5 19 -8 10 -10 11 20 -13 -14 15 16 -17 29 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=3.9545002142894221 2147.6134657578677 -4851.7706263950895 -4400.1376351393728 -18003.766929047684 292336.06858258927 33606.463490652204 91451.645703125003 -46147.066646056774 232808.10059523812 -168444.07856250001 2915.3726395432864 -20744.244791666668 92971.73651494566 13707.96034421337 73422.150467566287 56418.770314577792 -6788.6289302174646 -6612.1231500352878 25012.766460397223 124052.95278320313 131662.74097222224 9196.3997260199667 -16418.371415124213 56086.248971036592 -27392.230902099611 160114.51065204327 1465.9562167748472 40333.414215284778 -18068.530518343458 -27129.706246690541
leaf_weight=4299425 5845 28 3434 232 28 201 28 169 21 25 1057 33 23 392 33 94 615 2189 817 30 36 324 734 41 88 39 133 62 638 1350
leaf_count=4299425 5845 28 3434 232 28 201 28 169 21 25 1057 33 23 392 33 94 615 2189 817 30 36 324 734 41 88 39 133 62 638 1350
internal_value=0 -2.91092 -2292.14 5474.82 35394.9 73946.1 191894 -1659.66 97002.5 -4461.4 -3833.42 -84408 -7994.21 -3998.69 -8160.87 1613.97 -19207.8 379.455 8093.45 45352.8 -353.616 21443 -3751.52 -12582.6 -2284.47 20278.2 38205.6 86585.5 -4982.99 -20763.4
internal_weight=0 4.31232e+06 12894 2815 542 287 56 2273 49 10079 2224 58 255 10021 5754 4267 1998 4173 1984 231 2055 360 1167 775 3756 322 234 101 1695 1965
internal_count=4318164 4312319 12894 2815 542 287 56 2273 49 10079 2224 58 255 10021 5754 4267 1998 4173 1984 231 2055 360 1167 775 3756 322 234 101 1695 1965
is_linear=0
shrinkage=0.1


Tree=1508
num_leaves=31
num_cat=0
split_feature=1 6 2 0 3 3 0 0 0 0 1 0 5 0 4 5 0 0 1 1 0 5 1 3 1 0 1 1 1 1
split_gain=2.7354e+12 3.75419e+13 4.28277e+13 8.16555e+13 5.6996e+13 1.19782e+14 1.27033e+14 2.1998e+14 1.33801e+14 9.80574e+13 1.24221e+14 1.60347e+14 1.13553e+14 9.80002e+13 8.0724e+13 1.41471e+14 9.38663e+13 9.32464e+13 1.64258e+14 1.86887e+14 2.7912e+14 2.4174e+14 1.80279e+14 1.19992e+14 1.17089e+14 3.51023e+14 2.46563e+14 2.22577e+14 2.04648e+14 1.47432e+14
threshold=38.781124500000011 1.5000000000000002 13.500000000000002 55.695992150000002 12.500000000000002 13.500000000000002 59.990816400000007 55.56564190000001 60.017447350000005 59.932719750000011 30.346469350000003 59.904813200000007 125.85000000000001 59.916647550000008 1.5000000000000002 44.605000000000011 55.551692500000009 55.674875350000008 37.752451500000006 37.314272700000011 55.645049100000001 79.730000000000018 37.328003200000005 17.500000000000004 37.620907050000007 55.826364100000013 37.889331900000009 37.314272700000011 37.275078000000001 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 -8 10 13 -12 -11 -9 15 -7 -16 18 19 20 -18 22 -21 -24 25 27 -26 28 -19 -29
right_child=-2 2 3 -5 5 14 8 9 -10 12 11 -13 -14 -15 16 -17 17 24 -20 21 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=-626.09198902608409 -52.390756298281239 173.27297515393153 -6344.6746387512549 389.481241557825 -4290.2623417924597 1234.3882186704561 -53002.800585731762 -4820.4862720018364 16749.900088484832 61948.278622289981 27335.326534653497 121164.84142859919 -157757.28047688803 -229100.640625 -2857.6469052244138 -8560.7252862356127 24910.890799856876 -11951.520008028732 -2904.6788022437831 112775.18208213405 -45221.008663469431 57996.614665406982 8488.3298793446502 36933.52490785913 17842.160562482732 4427.7734834702369 -1703.8760375511411 -18722.758885358846 62412.949985227169 -65082.76341799627
leaf_weight=443968 3012745 538778 25593 60740 2422 94158 534 753 567 1187 1940 201 24 20 19588 17483 1178 901 5871 190 1095 1643 7195 1868 13803 42613 12121 7603 628 754
leaf_count=443968 3012745 538778 25593 60740 2422 94158 534 753 567 1187 1940 201 24 20 19588 17483 1178 901 5871 190 1095 1643 7195 1868 13803 42613 12121 7603 628 754
internal_value=0 120.911 505.896 -1606.83 741.212 2035.93 14346.5 19631.6 -17081.1 33677.4 23738.1 36144.2 57594.1 -10623.3 1624.23 -299.528 3459.08 4728.61 11006.1 17207.8 -8874.6 22648.8 16372.3 14351.2 3204.53 489.27 8703.23 -16487.4 18591.9 -22905.5
internal_weight=0 1.30542e+06 861451 86333 775118 236340 7648 6547 1101 4125 2914 2141 1211 773 228692 111641 117051 97463 19040 13169 2273 10896 9253 9063 78423 52499 25924 9886 1529 8357
internal_count=4318164 1305419 861451 86333 775118 236340 7648 6547 1101 4125 2914 2141 1211 773 228692 111641 117051 97463 19040 13169 2273 10896 9253 9063 78423 52499 25924 9886 1529 8357
is_linear=0
shrinkage=0.1


Tree=1509
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 3 5 5 3 3 1 3 1 1 3 3 5 4 4 5 1 1 0 3 5 1 1 3 5 5
split_gain=2.78494e+12 2.86158e+13 2.56359e+13 2.72548e+13 3.95539e+13 3.13678e+13 2.962e+13 2.79234e+13 2.93338e+13 2.77677e+13 3.5592e+13 3.48175e+13 5.03492e+13 3.51106e+13 3.46102e+13 3.26575e+13 3.23098e+13 2.73614e+13 2.37181e+13 3.33097e+13 2.32997e+13 4.59766e+13 4.97502e+13 4.33607e+13 2.21904e+13 2.20316e+13 2.18689e+13 3.76264e+13 2.15666e+13 2.13848e+13
threshold=47.236539400000005 47.222459950000008 3.5000000000000004 39.666208800000007 40.905000000000008 5.5000000000000009 19.650000000000002 68.00500000000001 18.500000000000004 9.5000000000000018 39.714575750000009 10.500000000000002 39.739656000000004 39.753614400000011 16.500000000000004 16.500000000000004 94.040000000000006 3.5000000000000004 4.5000000000000009 112.04500000000002 39.739656000000004 39.726951800000002 47.228519500000004 12.500000000000002 142.05000000000004 39.630124250000001 39.767857750000005 24.500000000000004 88.015000000000015 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 5 6 -4 -5 -7 28 10 16 12 -11 15 -15 20 -6 -18 19 -12 21 23 -23 -13 -21 -3 -16 -28 -9 -27
right_child=-2 2 3 4 9 7 -8 8 -10 11 18 13 -14 14 26 -17 17 -19 -20 24 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=37.430128836498646 -35.594086034734879 30153.219861046047 19003.62229449303 68037.652322591151 -4951.2090392246328 1029.6406950955086 -2677.3297018856583 4361.9367873149668 -28817.882415059255 17215.230159451134 8542.7795381615415 -23193.138472729577 67381.862711746871 51294.951061088505 -28688.331028298191 17972.618741718536 -112650.75896963445 -8985.4426817602052 -89782.153776041669 122568.69694313228 38908.343675866789 -79112.4881449245 -692.54639996027549 24601.78594646843 -2840.2961309523812 -10776.497242089583 -5275.595687976318 40083.888965078506 -26712.12204836493 84145.118815104172
leaf_weight=674462 3609165 148 839 60 1749 10683 4632 950 677 903 3134 293 257 119 309 4411 53 49 24 43 137 149 177 539 21 2143 1514 208 292 24
leaf_count=674462 3609165 148 839 60 1749 10683 4632 950 677 903 3134 293 257 119 309 4411 53 49 24 43 137 149 177 539 21 2143 1514 208 292 24
internal_value=0 181.192 2988.67 3718.94 6179.32 281.072 -1773.05 -965.415 -12071.8 8827.66 2909.26 12157.7 28329.7 9769.82 -1121.12 13873.5 -8141.78 -62850.8 9257.95 10001.2 -88.8999 -4702.56 -36534.8 7770.16 81418.9 -7175.76 -4192.27 203.366 -2943.72 -9725.22
internal_weight=0 708999 34537 32222 18781 13441 4692 12602 1919 14089 5073 9016 1160 7856 2150 5706 1851 102 3222 3198 1295 1158 326 832 64 2315 2031 1722 1242 2167
internal_count=4318164 708999 34537 32222 18781 13441 4692 12602 1919 14089 5073 9016 1160 7856 2150 5706 1851 102 3222 3198 1295 1158 326 832 64 2315 2031 1722 1242 2167
is_linear=0
shrinkage=0.1


Tree=1510
num_leaves=31
num_cat=0
split_feature=1 3 2 3 3 2 6 1 0 0 1 1 0 0 1 0 1 1 0 1 1 0 1 0 5 0 0 5 0 1
split_gain=2.7999e+12 1.88209e+13 4.06516e+13 2.87426e+13 5.67775e+13 7.80484e+13 7.07531e+13 8.90893e+13 6.45883e+13 8.00663e+13 1.54064e+14 3.52849e+14 1.19885e+14 8.74904e+13 2.3597e+14 9.38764e+13 8.87852e+13 7.75635e+13 9.06742e+13 7.62938e+13 7.13693e+13 6.51108e+13 8.67328e+13 5.98746e+13 5.80398e+13 9.9356e+13 5.52007e+13 7.05695e+13 7.16183e+13 6.30071e+13
threshold=43.574807850000006 4.5000000000000009 2.5000000000000004 8.5000000000000018 5.5000000000000009 5.5000000000000009 1.5000000000000002 49.073956850000009 55.078308950000007 55.801980100000009 52.307266200000008 53.140944450000006 55.551692500000009 55.601678500000013 43.868031300000006 55.719391050000006 49.323301500000007 60.55755580000001 55.820531900000013 48.712293450000011 61.284352600000013 58.242297500000006 59.76223980000001 55.657530000000008 65.905000000000015 55.795550600000006 56.501468900000013 80.00500000000001 56.281985950000006 54.845880150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -3 -8 10 13 -12 20 14 -10 23 19 18 -11 -17 -13 26 -23 -15 -21 -26 27 28 29 -20
right_child=1 3 -4 -5 5 -7 8 -9 9 17 11 12 -14 15 -16 16 -18 -19 21 24 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-81.118766736507922 41.690978652436208 7473.0902084438057 -3357.5842075969299 -53.823048719080468 6018.3928449322211 -2593.0365436898828 -696.56756875410952 -12202.284891908252 6896.5443836002087 -15780.354676482984 27355.442137995589 -9126.7544690318846 -23563.735923982793 1515.0186941410448 -36724.548216064832 -173821.48450000002 -24760.091561203779 -1944.669745748301 3215.3789577444118 -1595.3594204123801 6163.8827520751502 -456.04203733843008 -23926.531988271221 29878.690069124739 10767.478179921485 106879.92470218573 6387.9327175561029 22628.939937039642 -6506.1851387613742 -81042.950188728937
leaf_weight=2143177 124459 3102 49044 1495706 41482 14103 195911 8916 2506 2685 7563 3315 1528 1411 2455 25 1673 70775 31472 7157 38554 11713 1819 1575 601 131 43064 1504 10649 89
leaf_count=2143177 124459 3102 49044 1495706 41482 14103 195911 8916 2506 2685 7563 3315 1528 1411 2455 25 1673 70775 31472 7157 38554 11713 1819 1575 601 131 43064 1504 10649 89
internal_value=0 79.9324 -919.18 166.543 818.216 3833.51 445.921 -7123.82 653.539 1745.33 4640.95 7422.9 3949.16 -3444.4 -14689.8 992.762 -3829.63 603.976 2355.33 595.021 4953.24 2840.76 -3610.99 16475.8 1147.74 27967.9 3846.84 1343.53 585.103 2977.78
internal_weight=0 2.17499e+06 173503 2.00148e+06 505778 55585 450193 12018 438175 242264 68494 50960 43397 17534 4961 12573 9587 173770 102995 7914 41869 100310 13532 2986 7889 732 86778 43714 42210 31561
internal_count=4318164 2174987 173503 2001484 505778 55585 450193 12018 438175 242264 68494 50960 43397 17534 4961 12573 9587 173770 102995 7914 41869 100310 13532 2986 7889 732 86778 43714 42210 31561
is_linear=0
shrinkage=0.1


Tree=1511
num_leaves=31
num_cat=0
split_feature=1 3 1 5 5 0 0 2 3 4 5 5 3 3 0 5 5 5 3 3 1 5 2 1 0 0 1 5 5 6
split_gain=3.142e+12 1.09542e+13 2.43576e+13 1.89047e+13 1.32749e+13 2.34199e+13 1.6717e+13 1.33372e+13 1.15495e+13 1.98133e+13 2.37364e+13 2.16788e+13 1.62983e+13 1.4756e+13 1.43361e+13 3.10127e+13 1.95168e+13 1.18524e+13 1.18108e+13 4.66974e+13 6.42563e+13 4.56351e+13 6.80839e+13 4.31839e+13 4.18021e+13 3.36802e+13 4.2299e+13 3.33969e+13 4.99516e+13 3.30659e+13
threshold=83.663637000000008 24.500000000000004 84.920232800000022 46.405000000000008 57.705000000000005 56.143542450000005 55.993277250000013 4.5000000000000009 3.5000000000000004 3.5000000000000004 161.85000000000002 59.810000000000009 2.5000000000000004 2.5000000000000004 51.83362145000001 91.050000000000011 116.06000000000002 137.05000000000004 8.5000000000000018 5.5000000000000009 86.067573200000012 150.04500000000004 4.5000000000000009 91.910414550000013 51.67657710000001 52.056565900000003 114.17164950000002 107.05000000000001 120.05000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -4 7 -6 9 11 14 -2 -13 -12 15 -11 -16 -18 19 24 21 27 -23 -22 -10 26 -26 -21 -29 -20
right_child=1 2 4 -5 6 -7 -8 -9 18 10 13 12 -14 -15 16 -17 17 -19 29 20 23 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-20.035786944226825 -667.52462241172213 4027.6970604482326 -591.25947304330225 -48979.764200148813 -56542.812806919654 46172.016972742676 -17446.371547901606 28958.850874778695 -10811.635802576158 -8372.7060784417245 25315.752855224611 -4631.2516698943073 -18402.818963931033 131934.46527777778 12243.396064709603 128446.04593750002 -79865.366387195128 4537.5905970982149 3035.5217850636591 25988.524041739234 -9817.1134793893925 224991.96936383928 18311.651646959461 11494.249649005615 6481.3408378938266 499.85559136877902 -72600.879849781719 -83114.109819878475 33881.357237449854 -1080.1545156859124
leaf_weight=4092386 11898 99 2050 210 21 113 866 139 2955 37 25 2524 1303 27 376 30 41 28 25780 1731 1615 28 37 2312 12603 78315 68 72 74 80401
leaf_count=4092386 11898 99 2050 210 21 113 866 139 2955 37 25 2524 1303 27 376 30 41 28 25780 1731 1615 28 37 2312 12603 78315 68 72 74 80401
internal_value=0 363.163 -5189.35 -31996.8 -2591.82 1851.76 -11959.7 17736.8 450.542 -2112.81 16302.8 -2773.31 -9320.13 80675.5 9765 52889.4 3272.11 -45614.9 653.242 1434.24 10088 24967.3 107343 2729.84 893.596 1273.75 6056.94 22114.6 -23815 -80.8973
internal_weight=0 225778 3498 309 3189 2163 1026 160 222280 16289 564 15725 3827 52 512 67 445 69 205991 99810 5869 1942 65 3927 93941 90986 12671 1877 146 106181
internal_count=4318164 225778 3498 309 3189 2163 1026 160 222280 16289 564 15725 3827 52 512 67 445 69 205991 99810 5869 1942 65 3927 93941 90986 12671 1877 146 106181
is_linear=0
shrinkage=0.1


Tree=1512
num_leaves=31
num_cat=0
split_feature=2 3 1 5 5 0 5 0 1 1 0 5 3 0 1 3 5 0 0 5 5 0 0 1 0 0 3 6 1 0
split_gain=3.21572e+12 4.2571e+13 4.74351e+13 1.13804e+14 4.87462e+13 3.90056e+13 1.10759e+14 4.88184e+13 3.33568e+13 9.60875e+13 1.25956e+14 1.37921e+14 9.09528e+13 9.4923e+13 1.36722e+14 2.32741e+14 1.27322e+14 1.25559e+14 1.2266e+14 9.37174e+13 1.19481e+14 1.25744e+14 2.03096e+14 1.66368e+14 1.14005e+14 1.12706e+14 8.24107e+13 8.56224e+13 7.70366e+13 7.5819e+13
threshold=5.5000000000000009 6.5000000000000009 61.365473900000005 96.015000000000015 39.805000000000007 55.030402950000003 104.75000000000001 55.120365700000008 37.777459000000007 37.615058950000012 55.946414150000003 84.030000000000015 12.500000000000002 55.576287050000012 37.692869000000009 14.500000000000002 79.730000000000018 55.535913550000011 55.628356700000005 55.005000000000003 59.810000000000009 55.769960200000007 55.806974650000008 37.752451500000006 55.535913550000011 55.601678500000013 13.500000000000002 1.5000000000000002 37.737121850000008 55.826364100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 -5 -7 -8 9 -1 12 -12 19 17 15 26 -16 -14 -18 -11 -21 24 -23 29 -22 28 27 -15 -26 -24
right_child=1 -3 3 5 -6 6 7 -9 -10 10 11 -13 13 14 16 -17 18 -19 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-225.28100648085334 2105.2295902649425 140.92642235532455 346.21605248988612 28547.721469726566 -12133.26156046954 319818.79616477271 125796.21432505123 -21049.567434353303 111.87568925987976 -3033.8906786315019 -19572.259565387023 -115257.60887084962 506.90123505844406 134134.59006774475 8218.4589679643886 -11071.440237407038 129053.16031076091 -31064.606105364102 30855.122674449347 -30508.386229648211 -1742.8787693103577 46336.150747714477 46409.227466446318 -87372.005384429169 -39229.126470453797 -18628.538520778147 20508.021888132265 20341.995927019816 -109451.88984708868 -7777.7814550585681
leaf_weight=433316 3438 1824984 1402 85 7998 22 61 36 1971987 31303 2575 160 3670 143 10447 8279 146 1918 988 3020 3581 993 312 238 470 3416 1321 123 234 1498
leaf_count=433316 3438 1824984 1402 85 7998 22 61 36 1971987 31303 2575 160 3670 143 10447 8279 146 1918 988 3020 3581 993 312 238 470 3416 1321 123 234 1498
internal_value=0 100.242 -5592.72 10500.5 -7852.75 80286.1 117242 71296.7 -74.2895 -796.743 -4105.67 -25169.9 -3306.63 1278.98 4303.58 -4346.85 11673 -10329.6 43497.9 -6057.59 -12935.3 -7994.78 9222.57 -8772.45 -14793.6 -26137 30733.7 81516.2 -62570.2 1562.74
internal_weight=0 1.83803e+06 13042 1606 11436 204 119 97 2.48014e+06 508151 74835 2735 72100 27035 21447 9866 11581 5588 1134 45065 13762 10742 3041 2048 7701 4120 1587 266 704 1810
internal_count=4318164 1838026 13042 1606 11436 204 119 97 2480138 508151 74835 2735 72100 27035 21447 9866 11581 5588 1134 45065 13762 10742 3041 2048 7701 4120 1587 266 704 1810
is_linear=0
shrinkage=0.1


Tree=1513
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 1 0 3 5 3 5 0 0 0 5 1 0 1 6 5 0 3 5 5 1 5 2 0 3 1
split_gain=4.05903e+12 3.33374e+13 4.51054e+13 4.54632e+13 5.09827e+13 2.89577e+14 5.3181e+14 4.61438e+14 1.8323e+14 1.16944e+14 1.02741e+14 7.42188e+13 1.10658e+14 1.86817e+14 1.49211e+14 1.24958e+14 9.88911e+13 4.05672e+14 1.59238e+14 9.7502e+13 7.05556e+13 6.77524e+13 6.72098e+13 6.63076e+13 6.60358e+13 6.38463e+13 6.08237e+13 5.84841e+13 1.29003e+14 5.851e+13
threshold=38.781124500000011 38.096381250000007 125.85000000000001 56.501468900000013 56.281985950000006 38.233559750000005 56.301440000000007 10.500000000000002 73.405000000000015 23.500000000000004 90.015000000000015 55.628356700000005 55.07108800000001 55.110554300000004 80.00500000000001 38.151577750000008 55.801980100000009 38.151577750000008 1.5000000000000002 66.040000000000006 55.777112100000004 4.5000000000000009 44.205000000000005 59.810000000000009 38.422276900000007 39.025000000000013 6.5000000000000009 56.320495600000008 14.500000000000002 38.151577750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 10 7 8 22 25 27 12 -3 14 -14 19 17 18 20 -15 -13 -21 -7 -24 -18 -9 -11 28 -6 -30
right_child=-2 2 -4 -5 5 6 -8 9 -10 26 -12 16 13 15 -16 -17 24 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=15.909954253166886 -63.819756485419489 -1284.3783674208798 -34473.430471293133 -8459.8669329591903 -3828.5574897186789 141213.47043716756 -4965.8624119871647 24420.444062134931 506506.67627840908 92031.698935546883 61193.581062011726 178944.65490545743 27106.195629011479 18715.708252301902 132081.65765260509 2924.6030747630307 -3694.8936023402598 -15977.024625456426 37098.260350045799 169818.64243551588 -3634.0454843749999 55907.514749615781 311374.32210607396 134056.37791666665 9113.0395838441582 115746.28582278114 -51455.419736008102 7517.3489598683082 -93581.487703156381 4721.8465258789065
leaf_weight=1222775 3012745 19309 336 3788 3108 94 869 107 22 40 280 138 2914 1727 142 18768 8515 9010 499 63 25 305 71 30 7635 269 113 4138 249 80
leaf_count=1222775 3012745 19309 336 3788 3108 94 869 107 22 40 280 138 2914 1727 142 18768 8515 9010 499 63 25 305 71 30 7635 269 113 4138 249 80
internal_value=0 147.288 2091.12 2240.38 2756.59 9637.22 48202.3 110137 232933 59764.7 1708.19 1812.93 4346.82 8892.7 31984 5510.3 -2428.99 -10425.7 65129.2 28674.2 150942 75408.6 202068 258706 2360.13 89757.3 -13942.4 -490.615 -10131.9 -69677.9
internal_weight=0 1.30542e+06 82644 82308 78520 9470 1615 746 217 529 7855 69050 43228 23919 3056 20863 25822 9672 662 2095 163 368 195 101 16150 376 153 7575 3437 329
internal_count=4318164 1305419 82644 82308 78520 9470 1615 746 217 529 7855 69050 43228 23919 3056 20863 25822 9672 662 2095 163 368 195 101 16150 376 153 7575 3437 329
is_linear=0
shrinkage=0.1


Tree=1514
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 3 0 1 3 0 0 3 5 5 4 2 3 1 5 2 5 3 2 3 4 5 5 0 0
split_gain=3.28781e+12 3.18394e+13 1.05195e+14 1.37031e+14 1.09846e+14 9.08305e+13 1.48355e+14 1.08231e+14 8.93603e+13 6.80447e+13 8.80375e+13 1.39328e+14 7.16939e+13 8.28656e+13 6.52954e+13 6.08703e+13 5.77979e+13 5.74124e+13 7.04019e+13 6.38083e+13 5.73178e+13 9.72859e+13 1.66927e+14 6.21348e+13 5.68699e+13 5.4781e+13 7.7906e+13 5.37252e+13 5.35116e+13 5.17586e+13
threshold=38.781124500000011 38.975980350000007 45.254062050000009 55.801980100000009 45.112033650000008 55.299834250000011 13.500000000000002 55.07108800000001 38.984911950000004 24.500000000000004 45.047272400000004 45.063245200000004 17.500000000000004 98.020000000000024 128.92000000000004 1.5000000000000002 4.5000000000000009 18.500000000000004 38.950530550000003 81.00500000000001 12.500000000000002 84.030000000000015 17.500000000000004 14.500000000000002 6.5000000000000009 2.5000000000000004 71.715000000000018 150.04500000000004 45.059881250000011 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 28 7 29 15 9 10 20 12 13 -12 16 -4 -15 18 -6 -19 -3 -22 23 -23 -17 26 -11 -13 -2 -7
right_child=1 8 3 -5 17 6 -8 -9 -10 25 11 27 -14 14 -16 24 -18 19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=132.55926829902671 -3199.788197840644 -8225.2327308656513 -784.7557324155996 548.05560148982829 18099.369555007481 -36950.003237038618 194349.89922363282 19188.448226965116 -32.717127894168883 50566.90259591362 30106.618159326172 5551.8140205856262 -32444.174984019886 102512.41546630859 34583.939583333333 -13382.150877692808 261529.96328125001 37969.567139991552 -14378.751472727141 210863.04191406249 4637.6448400834843 69551.546562499992 -102080.49018342391 284545.10163871956 -37255.347436761178 163001.17553084937 -153653.26640625001 -147479.58702445653 1580.1474938661895 -12495.770897582443
leaf_weight=1305419 49722 4397 2626 11277 4053 2622 30 1184 2872753 283 2250 8977 165 80 93 3951 32 74 799 30 277 20 23 41 1335 39 20 23 44277 1292
leaf_count=1305419 49722 4397 2626 11277 4053 2622 30 1184 2872753 283 2250 8977 165 80 93 3951 32 74 799 30 277 20 23 41 1335 39 20 23 44277 1292
internal_value=0 -57.4378 -1631.34 -7524.24 -183.234 -14505.2 -27179.8 -9009.5 9.70885 7299.14 6377.29 11068.8 31363.7 35652.2 96518.3 -13229.2 147946 14326.8 12751.1 87842.7 -5080.33 33224.8 127494 214055 -19411.4 51445.7 37087 5160.73 -948.262 -28877.7
internal_weight=0 3.01274e+06 123272 24317 98955 13040 3944 9096 2.88947e+06 16720 16378 11620 2620 2455 205 7912 112 4956 4852 104 4758 361 84 61 5286 342 303 9000 93999 3914
internal_count=4318164 3012745 123272 24317 98955 13040 3944 9096 2889473 16720 16378 11620 2620 2455 205 7912 112 4956 4852 104 4758 361 84 61 5286 342 303 9000 93999 3914
is_linear=0
shrinkage=0.1


Tree=1515
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 0 1 1 1 5 4 6 1 3 2 2 1 2 6 5 5 3 0 1 2 0 1 1 1 1
split_gain=3.04104e+12 2.33623e+13 1.24015e+14 1.12121e+14 9.09892e+13 7.12496e+13 5.91041e+13 1.63035e+14 6.7627e+14 1.22478e+14 9.93733e+13 1.28223e+14 8.72724e+13 9.10014e+13 7.80004e+13 5.80362e+13 5.60608e+13 5.3937e+13 5.39119e+13 5.00442e+13 7.60134e+13 4.44852e+13 8.49176e+13 5.80821e+13 4.48171e+13 4.37824e+13 1.23356e+14 1.52878e+14 1.06296e+14 1.21381e+14
threshold=96.015000000000015 55.762622900000004 55.769960200000007 37.712318250000003 55.708120100000009 55.701368300000006 37.692869000000009 37.542000650000013 37.615058950000012 128.92000000000004 3.5000000000000004 1.5000000000000002 37.914142000000005 29.500000000000004 8.5000000000000018 15.500000000000002 37.998366300000008 3.5000000000000004 1.5000000000000002 109.05000000000001 103.45000000000002 5.5000000000000009 55.674875350000008 37.362912300000012 3.5000000000000004 55.645049100000001 37.855187800000003 37.275078000000001 37.487839250000007 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 18 5 21 7 14 -9 10 11 -10 13 -8 17 16 -14 -6 -3 20 -16 22 -2 24 -24 -23 27 -27 -29 -30
right_child=1 2 -4 -5 6 -7 12 8 9 -11 -12 -13 15 -15 19 -17 -18 -19 -20 -21 -22 25 23 -25 -26 26 -28 28 29 -31
leaf_value=15.896031651686798 -3850.6936358023177 -97239.49204545455 -1523.4999089070161 -35652.820509843245 4102.7848821534708 -57931.440071307487 78388.972994896685 -457574.85560897441 40086.749840369594 183216.03066406251 37356.792766203704 -249690.98210515204 -62980.033397470601 -20615.913311978045 -15962.962029246795 79613.035846044149 13837.657392580033 80928.217826373759 -324090.45476562507 67471.266911764716 -193342.23790178573 801.88547751496537 -220311.22175164474 -32271.712965464372 -35371.972499999996 -37833.337309979215 -12750.39233386261 96336.146604282039 -157200.62636144302 40016.663165347454
leaf_weight=4168594 16236 22 59140 541 163 212 465 39 26 31 81 37 101 116 78 126 1600 208 20 34 35 68280 38 107 20 203 802 395 34 380
leaf_count=4168594 16236 22 59140 541 163 212 465 39 26 31 81 37 101 116 78 126 1600 208 20 34 35 68280 38 107 20 203 802 395 34 380
internal_value=0 -443.031 -1975.94 -47871.8 575.923 -29.6703 17298.6 -7585.21 -81010 2910.21 -35905.6 -130100 24862.9 58622.1 22748.6 14127.3 9276.47 47174.7 -205264 -38898.4 -70903.4 112.247 -4576.07 -75953.6 -156539 1209.25 16542.6 39757 59226.6 23820.1
internal_weight=0 149570 59723 583 89847 86707 3140 732 214 175 144 63 2408 581 518 1827 1701 371 42 147 113 86495 16401 165 58 70094 1814 1012 809 414
internal_count=4318164 149570 59723 583 89847 86707 3140 732 214 175 144 63 2408 581 518 1827 1701 371 42 147 113 86495 16401 165 58 70094 1814 1012 809 414
is_linear=0
shrinkage=0.1


Tree=1516
num_leaves=31
num_cat=0
split_feature=3 5 0 0 0 1 0 1 3 3 1 6 1 1 1 3 5 3 5 1 5 4 1 1 0 0 1 2 3 2
split_gain=3.09789e+12 1.76538e+13 4.4134e+13 7.9233e+13 8.16746e+13 1.23467e+14 6.88413e+13 8.65344e+13 6.42146e+13 8.31165e+13 6.17446e+13 7.4826e+13 5.64029e+13 5.32278e+13 9.539e+13 8.17844e+13 6.12379e+13 5.303e+13 5.35497e+13 5.21853e+13 4.65353e+13 4.5853e+13 9.62258e+13 1.15204e+14 1.08074e+14 1.91166e+14 9.3558e+13 1.32769e+14 8.81473e+13 8.37037e+13
threshold=10.500000000000002 74.610000000000014 54.725565150000001 51.67657710000001 51.717367500000009 39.188277450000008 54.920670650000005 83.053286850000021 21.500000000000004 23.500000000000004 83.093115700000013 1.5000000000000002 61.396377350000009 39.262370300000008 37.559851850000008 12.500000000000002 94.040000000000006 15.500000000000002 120.05000000000001 37.620907050000007 83.010000000000005 2.5000000000000004 30.207352000000004 30.243224600000001 59.963407450000012 60.003414000000006 30.425002000000003 1.5000000000000002 22.500000000000004 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 20 5 -5 7 12 17 -10 11 -9 19 14 15 -6 -16 18 -7 -4 -3 22 28 -24 29 26 27 -26 -8 -25
right_child=1 2 6 4 13 8 21 10 9 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=65.943905165730456 34.90641234921754 -4853.1491227403994 -9903.3080859679703 -51787.101122124724 35900.610304901311 53282.567953491212 -79304.336767908055 29206.651473214286 191495.91582031251 8168.329771558545 23869.281149540224 167397.99452686097 -18484.192169092566 -9093.4150715177948 20178.880337260005 -20401.911731494591 85714.018560791024 -23522.624167607872 -60263.714165683967 22934.973222696426 867.32601260074432 370.97382375188261 33610.377751826425 -3976.7796859179452 182525.39700520833 -179.23350289040937 -157065.89813904496 -56010.014676385945 40802.507888595777 22179.176346644192
leaf_weight=2688514 1368748 22717 641 1059 338 192 296 70 36 79 209 89 628 10740 554 1090 192 939 53 1975 38022 153812 817 22762 24 1268 89 841 77 1293
leaf_count=2688514 1368748 22717 641 1059 338 192 296 70 36 79 209 89 628 10740 554 1090 192 939 53 1975 38022 153812 817 22762 24 1268 89 841 77 1293
internal_value=0 -108.791 -862.658 -2891.12 -9329.86 -26444 -28.7308 13641.2 -5783.15 65557.8 59596.6 106559 8428.01 -6204.95 8064.63 -7075.4 37045.8 -12712.4 28719.5 14888.6 -1272.19 -301.106 -4064.67 -3370.19 -4519.99 -25621 -59436.8 -49391.7 -54510.2 -2570.85
internal_weight=0 1.62965e+06 260902 76011 15272 2358 184891 3612 1299 115 368 159 3244 12914 2174 1428 746 1184 245 2616 60739 181279 27467 27094 26277 2222 954 865 373 24055
internal_count=4318164 1629650 260902 76011 15272 2358 184891 3612 1299 115 368 159 3244 12914 2174 1428 746 1184 245 2616 60739 181279 27467 27094 26277 2222 954 865 373 24055
is_linear=0
shrinkage=0.1


Tree=1517
num_leaves=31
num_cat=0
split_feature=0 0 3 5 5 3 6 1 1 5 3 3 4 1 5 4 5 5 2 5 3 5 2 5 3 5 5 0 0 0
split_gain=3.12607e+12 1.41995e+13 6.49652e+13 4.49596e+13 2.99013e+13 2.694e+13 5.62127e+13 6.52722e+13 2.75512e+13 2.69931e+13 3.99049e+13 2.38775e+13 2.26198e+13 2.3564e+13 1.93275e+13 1.92815e+13 1.97608e+13 1.78642e+13 1.62216e+13 1.5856e+13 1.5486e+13 1.5131e+13 1.50919e+13 1.46906e+13 1.47574e+13 1.28747e+13 1.25303e+13 2.49261e+13 3.52106e+13 2.94078e+13
threshold=45.087005000000012 45.084117700000007 22.500000000000004 38.905000000000008 95.020000000000024 19.500000000000004 1.5000000000000002 39.016372550000007 39.011252750000004 68.52500000000002 16.500000000000004 20.500000000000004 2.5000000000000004 39.007683500000006 56.205000000000005 2.5000000000000004 78.710000000000022 97.050000000000011 3.5000000000000004 105.35000000000001 6.5000000000000009 97.050000000000011 1.5000000000000002 48.945000000000007 9.5000000000000018 79.730000000000018 44.005000000000003 45.005863250000004 44.982728700000003 45.067452850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 5 -4 -5 6 7 8 -3 20 15 14 13 -8 -7 16 -11 -17 21 -6 -9 -14 -22 24 -15 -25 27 28 -1 -29
right_child=-2 2 3 4 19 11 12 9 -10 10 -12 -13 18 23 -16 17 -18 -19 -20 -21 22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-162.21974667635723 -31.560432302727659 -1917.8072058310056 -6111.9683118855128 23676.290866635845 117076.42091109665 -6066.3150873761142 8013.0730450003102 -7179.6318652130067 -56053.295855281329 77164.039107118806 11247.986728980655 8676.9890085879561 9070.6783528645828 -2223.1252398515239 -31395.878827168781 29867.094702148439 192435.05863281252 129844.21595982143 32136.302440786865 33398.729056490389 52264.915899923573 -47509.726813616078 11307.570728131795 -17495.54818617204 -18521.872964505365 56343.474576822919 539.69687416060185 -2673.8027546220819 5024.5157232318434 1148.1835245817219
leaf_weight=86496 3795889 179 546 1618 54 605 1133 457 198 58 315 434 303 3567 600 120 20 21 287 39 92 56 4070 1467 658 24 303716 71734 15422 27986
leaf_count=86496 3795889 179 546 1618 54 605 1133 457 198 58 315 434 303 3567 600 120 20 21 287 39 92 56 4070 1467 658 24 303716 71734 15422 27986
internal_value=0 229.381 3078.9 18872.7 26845.7 648.004 2168.46 9816.52 -30349.7 12755.1 34041.4 -11434.9 -3474.48 -5161.66 -18678.5 66826.5 106721 44757.3 14413.3 81985.8 10294.2 244.766 12212.9 -7773.09 -4761.49 -16307 133.969 -477.156 622.625 -1601.18
internal_weight=0 522275 16921 2257 1711 14664 13025 5530 377 5153 534 1639 7495 6849 1205 219 78 141 646 93 4619 359 4162 5716 4225 1491 505354 201638 101918 99720
internal_count=4318164 522275 16921 2257 1711 14664 13025 5530 377 5153 534 1639 7495 6849 1205 219 78 141 646 93 4619 359 4162 5716 4225 1491 505354 201638 101918 99720
is_linear=0
shrinkage=0.1


Tree=1518
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 5 2 3 3 0 5 5 0 0 0 0 0 1 0 5 0 0 2 0 0 3 6 0 0 3
split_gain=2.99979e+12 3.50743e+13 6.02982e+13 1.08665e+14 7.45623e+13 5.54912e+13 5.21547e+13 4.49379e+13 6.13711e+13 9.9048e+13 8.0118e+13 7.35325e+13 9.23072e+13 8.62842e+13 8.43516e+13 1.44839e+14 8.31661e+13 2.11269e+14 2.55791e+14 1.07641e+14 8.05494e+13 6.58436e+13 6.12561e+13 5.92462e+13 9.15418e+13 1.37429e+14 1.49154e+14 2.81403e+14 1.62156e+14 1.25002e+14
threshold=37.66934650000001 37.712318250000003 105.35000000000001 55.551692500000009 55.591389050000011 46.010000000000012 9.5000000000000018 10.500000000000002 8.5000000000000018 55.628356700000005 95.020000000000024 59.025000000000013 55.674875350000008 55.734663800000007 55.793358600000012 55.86787755000001 55.777112100000004 37.692869000000009 55.885524800000006 78.710000000000022 55.860536450000005 55.769960200000007 5.5000000000000009 54.194619400000008 55.56564190000001 19.500000000000004 1.5000000000000002 55.86787755000001 55.762622900000004 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -6 8 22 -10 11 13 -13 -11 21 -16 19 18 20 -14 -18 -15 -7 -9 -25 26 27 -26 29 -28
right_child=1 -3 3 4 6 7 -8 23 9 10 -12 12 16 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=160.15609449076703 916.73790019780324 -11.163837128775846 -126254.86692708333 157410.30580729168 67404.494323806299 -11639.993730212476 -27644.891909722224 63401.53688618818 6994.0473705385493 -84904.894109524292 114936.66281186997 -265868.77663043479 -68056.326676533383 -15314.458776041669 -140983.2160226845 15266.153047532303 -192926.87439236112 -26288.816813659669 -453473.18366935488 38321.951863425922 7293.6590904235845 122187.88439382531 36734.462720873533 -25652.316064408107 65451.483044411259 -10596.523828966156 -32098.265844872683 -17320.727105916962 20296.078595047093 89968.153581460676
leaf_weight=920268 14723 3364080 36 60 161 2153 90 127 529 157 31 23 322 60 83 208 54 144 31 135 32 83 298 1898 1093 7478 1462 658 1598 89
leaf_count=920268 14723 3364080 36 60 161 2153 90 127 529 157 31 23 322 60 83 208 54 144 31 135 32 83 298 1898 1093 7478 1462 658 1598 89
internal_value=0 -43.3758 -3247.89 38223.4 57262.7 -3677.85 33323 -7286.42 -16202.7 -29732.7 -43986.9 -47685.6 -68668.8 -21376.6 1604.79 -29299.8 -62351.8 -107387 -207199 -36631.7 -118426 64494.6 -5758.48 -4597.85 -5202.78 -2067.11 10949.8 34346.9 -2060.14 -25093.8
internal_weight=0 3.3979e+06 33816 347 311 33469 251 18746 4343 1892 1363 1332 741 591 434 291 718 261 117 457 86 143 2451 14403 14276 12378 4900 1751 3149 1551
internal_count=4318164 3397896 33816 347 311 33469 251 18746 4343 1892 1363 1332 741 591 434 291 718 261 117 457 86 143 2451 14403 14276 12378 4900 1751 3149 1551
is_linear=0
shrinkage=0.1


Tree=1519
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 3 2 0 0 4 3 5 0 1 3 3 0 0 1 0 0 1 0 2 4 1 1 5 0
split_gain=2.99089e+12 2.00382e+13 6.75614e+13 8.27761e+13 7.92417e+13 7.00494e+13 6.43398e+13 1.19467e+14 5.63535e+13 1.69177e+14 6.36212e+13 5.59465e+13 5.41031e+13 4.52724e+13 4.28959e+13 4.14895e+13 1.31737e+14 4.56109e+13 5.02014e+13 4.6921e+13 4.10532e+13 4.76979e+13 3.7213e+13 9.24163e+13 5.51436e+13 5.01374e+13 4.8969e+13 1.20853e+14 3.63908e+13 5.18562e+13
threshold=96.015000000000015 94.040000000000006 39.007683500000006 82.95335685000002 30.451272450000005 82.902675200000019 6.5000000000000009 3.5000000000000004 55.899899800000007 55.860536450000005 3.5000000000000004 15.500000000000002 95.020000000000024 45.022371150000005 82.961358250000018 9.5000000000000018 13.500000000000002 54.725565150000001 59.853570100000006 30.388336800000001 55.793358600000012 55.664473600000008 30.388336800000001 60.029906750000002 8.5000000000000018 3.5000000000000004 30.305955500000003 30.315880100000005 95.020000000000024 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 15 -4 7 -7 9 10 11 -6 -10 -12 -5 -3 17 -17 19 -19 21 -13 24 -24 -18 26 -26 -28 29 -22
right_child=-2 2 3 14 8 6 -8 -9 12 -11 13 20 -14 -15 -16 16 22 18 -20 -21 28 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.6767246406490306 -439.36299080124047 25954.142468312933 11172.51894571147 -36436.5338200099 -3948.1838789693425 40032.708384486614 33410.341930139533 284718.58391349547 -9796.5253637393907 63603.697815600201 -76316.963906250006 -34087.659992268709 -61485.596548755784 28648.09318223111 -1295.761090801373 50470.049105113634 -14184.322003983134 -58864.323546511638 -28649.55116888757 -189960.40867187502 -209737.15519953548 12710.799879835618 103629.60319165427 -106848.72978125 -15009.281928943454 123531.6455078125 186241.31504629631 12083.521129728619 -29159.124387335527 -61844.726509232962
leaf_weight=4151454 149570 1013 7041 426 1424 56 458 31 405 315 45 1144 405 473 1882 55 362 86 427 40 37 269 126 25 168 60 54 152 95 66
leaf_count=4151454 149570 1013 7041 426 1424 56 458 31 405 315 45 1144 405 473 1882 55 362 86 427 40 37 269 126 25 168 60 54 152 95 66
internal_value=0 15.7644 3427.93 8800.8 -3908.43 13846 48385.4 127220 -11656.5 -6633.92 -12861 -18389.3 -35641.1 19529.5 -7781.88 10205.9 -53.2483 -36378.7 -45016.5 -100482 -31154.1 -25178.4 23268.7 68782.2 14634.9 38673 25059.3 57736.5 -73798.7 -114971
internal_weight=0 4.16859e+06 17140 9894 7246 7586 545 87 4678 3868 3553 3035 810 518 2308 2568 1555 608 553 126 1611 1413 947 151 796 434 374 206 198 103
internal_count=4318164 4168594 17140 9894 7246 7586 545 87 4678 3868 3553 3035 810 518 2308 2568 1555 608 553 126 1611 1413 947 151 796 434 374 206 198 103
is_linear=0
shrinkage=0.1


Tree=1520
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 3 1 4 1 0 4 0 4 1 1 1 2 1 2 3 2 2 4 1 1 0 1 0 3 0
split_gain=2.81768e+12 7.22053e+12 6.05298e+12 5.83184e+12 1.19653e+13 1.1169e+13 1.46015e+13 3.33246e+13 2.46365e+13 3.06044e+13 3.90683e+13 1.05158e+14 2.43625e+13 1.69293e+13 1.72183e+13 2.47223e+13 2.25844e+13 2.266e+13 2.65299e+13 2.21827e+13 4.009e+13 2.71171e+13 1.89679e+13 1.76844e+13 4.84172e+13 3.15621e+13 4.06869e+13 2.60959e+13 1.65478e+13 1.60504e+13
threshold=225.45000000000002 34.500000000000007 63.563300600000012 59.609407350000005 58.242297500000006 24.500000000000004 37.692869000000009 1.5000000000000002 37.314272700000011 55.86787755000001 3.5000000000000004 55.68356880000001 4.5000000000000009 38.959914000000005 39.080602550000002 39.718803500000007 9.5000000000000018 45.148007750000012 13.500000000000002 9.5000000000000018 18.500000000000004 2.5000000000000004 2.5000000000000004 43.94115175000001 44.005491150000005 45.029420750000007 43.574807850000006 47.236539400000005 5.5000000000000009 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 12 10 11 -10 -9 29 19 -16 23 18 -18 21 -21 -15 -23 25 -25 26 28 -27 -17 -8
right_child=1 -3 -4 -5 -6 -7 13 8 9 -11 -12 -13 -14 14 15 16 17 -19 -20 20 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-2.5390300375642401 -30462.147169174383 61062.739120628721 54597.450297407668 -12267.75648903918 70590.578305288465 -38261.976410097064 64429.498552911929 -35681.634185901989 42654.664904785161 -15443.199819711539 11036.765885416668 326662.85548650566 57216.034940732759 1547.1436047676282 -39653.340585082122 -14923.221303763443 178354.66852028586 18470.445491174771 19219.505937500002 -33201.282632902301 97703.89444580079 62062.272617187504 177486.26595052084 -122124.49464814158 -99.600220221665168 93038.356686282481 77274.663398437508 21005.115723329742 -92527.189763621805 -23563.316919829391
leaf_weight=4313902 81 21 22 268 26 66 22 55 32 26 27 22 58 39 137 93 22 135 20 87 32 35 24 33 2219 77 40 145 39 359
leaf_count=4313902 81 21 22 268 26 66 22 55 32 26 27 22 58 39 137 93 22 135 20 87 32 35 24 33 2219 77 40 145 39 359
internal_value=0 2569.95 2280.31 2007.51 2975.81 2527.92 3225.54 24374.1 44563.8 78953.3 109253 158362 12000.4 1436.41 3825.16 1831.87 3845.14 38427.7 102576 31014.8 2000.11 66246.8 109014 1531.8 -1887.71 21076.8 -11078.1 45989.6 -37851.7 -18482.4
internal_weight=0 4262 4241 4219 3951 3925 3859 301 220 107 81 54 113 3558 3177 2960 2823 177 42 217 119 98 59 2646 2252 394 172 222 132 381
internal_count=4318164 4262 4241 4219 3951 3925 3859 301 220 107 81 54 113 3558 3177 2960 2823 177 42 217 119 98 59 2646 2252 394 172 222 132 381
is_linear=0
shrinkage=0.1


Tree=1521
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 1 1 4 5 2 2 3 5 3 4 3 5 2 3 1 0 3 0 5 0 2 0 2 1 3
split_gain=2.83468e+12 1.93552e+13 6.66654e+13 8.03512e+13 7.48225e+13 1.24098e+14 2.61065e+14 9.94231e+13 1.6998e+14 7.12517e+13 6.81354e+13 6.72671e+13 6.73757e+13 6.12448e+13 6.06069e+13 5.97178e+13 7.37278e+13 8.3979e+13 8.70725e+13 7.60936e+13 5.81616e+13 6.23875e+13 9.06734e+13 4.90988e+13 5.32908e+13 7.18037e+13 5.35676e+13 4.83787e+13 4.64793e+13 4.56162e+13
threshold=89.00500000000001 15.500000000000002 55.899899800000007 55.993277250000013 55.87722990000001 37.475443250000005 37.487839250000007 3.5000000000000004 98.020000000000024 13.500000000000002 5.5000000000000009 16.500000000000004 93.00500000000001 17.500000000000004 3.5000000000000004 21.500000000000004 104.75000000000001 11.500000000000002 24.500000000000004 37.582182450000005 60.029906750000002 16.500000000000004 60.017447350000005 95.020000000000024 43.642715500000008 17.500000000000004 44.678200800000006 7.5000000000000009 37.39371280000001 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 11 23 10 -7 15 -9 -5 -6 -4 14 -14 -13 -8 17 19 -19 -17 21 22 -11 24 25 27 -26 -3 -28 -23
right_child=1 2 3 9 5 6 7 8 -10 20 -12 12 13 -15 -16 16 -18 18 -20 -21 -22 29 -24 -25 26 -27 28 -29 -30 -31
leaf_value=18.803153349225802 336.58773273831065 49.444481077981656 40089.724593452789 -8441.8404533596695 -4399.7731825791398 -187412.7615955529 -32674.146318948682 -170680.47475798236 13921.967586805556 -27978.527081669559 103547.80885155447 -11964.310033158179 -77563.371593548451 -28110.699015660441 128155.77724905303 33767.700665952623 229075.04404761904 81024.721656546215 -29374.728413994366 -81433.012373368823 -17305.793413268628 18904.723957408372 183021.76443452382 1827.8933962209021 -58321.892439054318 -122051.34783653845 -24490.195122308658 85797.836218702942 -3478.3414298703246 1676.7886389645989
leaf_weight=4097479 143665 109 138 14935 77 65 116 69 180 675 243 478 407 651 33 155 21 422 86 91 1176 2965 21 34986 191 26 1137 166 14210 3191
leaf_count=4097479 143665 109 138 14935 77 65 116 69 180 675 243 478 407 651 33 155 21 422 86 91 1176 2965 21 34986 191 26 1137 166 14210 3191
internal_value=0 -349.12 -1628.17 -5913.87 391.476 22216.8 7516.47 18630.9 -37232.9 -4357.85 77572.9 -26845.8 -32733.1 -47134.6 -2915.46 34242.6 44258.5 39111.1 62335.1 -8847.2 3239.85 6766.07 -21612.1 -263.392 -4882.73 36792.3 -5690.05 51810.3 -5035.03 9974.52
internal_weight=0 220685 77020 24670 52350 1525 1205 1140 249 22963 320 1707 1569 1058 511 891 775 754 508 246 8028 6852 696 50825 15839 301 15538 275 15347 6156
internal_count=4318164 220685 77020 24670 52350 1525 1205 1140 249 22963 320 1707 1569 1058 511 891 775 754 508 246 8028 6852 696 50825 15839 301 15538 275 15347 6156
is_linear=0
shrinkage=0.1


Tree=1522
num_leaves=31
num_cat=0
split_feature=1 6 5 4 1 1 3 0 0 3 0 3 0 5 3 5 3 0 0 1 0 1 0 5 5 4 3 2 3 3
split_gain=2.90178e+12 3.15758e+13 3.77218e+13 6.77767e+13 6.59691e+13 2.80178e+14 9.18082e+13 8.00961e+13 1.14399e+14 5.92698e+13 5.794e+13 8.34372e+13 7.76656e+13 1.09735e+14 2.53353e+14 1.09109e+14 9.53896e+13 9.5072e+13 6.27915e+13 5.27953e+13 1.09829e+14 8.92355e+13 9.06868e+13 8.94719e+13 6.74754e+13 7.11398e+13 9.05243e+13 6.53689e+13 1.63294e+14 6.53416e+13
threshold=38.781124500000011 1.5000000000000002 52.020000000000003 1.5000000000000002 37.712318250000003 37.559851850000008 28.500000000000004 55.708120100000009 55.826364100000013 19.500000000000004 54.708501450000007 8.5000000000000018 59.932719750000011 61.845000000000006 19.500000000000004 63.855000000000011 20.500000000000004 59.904813200000007 59.990816400000007 37.889331900000009 55.826364100000013 38.151577750000008 55.860536450000005 61.845000000000006 84.030000000000015 2.5000000000000004 16.500000000000004 5.5000000000000009 14.500000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 7 9 -9 -7 -4 -12 17 -14 15 -15 -16 -13 -17 -5 24 29 -23 -24 25 -21 -27 -25 -29 -22
right_child=-2 -3 3 19 -6 6 -8 8 -10 -11 11 12 13 14 16 18 -18 -19 -20 20 21 22 23 27 -26 26 -28 28 -30 -31
leaf_value=314.85047473915461 -53.960576719300768 477.6061276322198 35064.618726659086 -2229.7622325698517 -18350.689166236501 -9815.7874337923731 -73829.950851362184 135628.58611119282 24349.033310699466 168968.18636363637 -26548.771158168485 939.12436024209728 11252.129836072492 131140.62492461625 296704.52452566964 -996.28726014254391 97341.410995628728 -84830.38655856566 -173213.03051382213 6893.568064485562 29385.50909533049 -35225.430659405392 -4623.6456451416016 48525.743563791053 -18031.925677179228 65516.565049063443 17024.193451186846 371132.36517427885 64199.289693509614 -32787.964804656825
leaf_weight=233431 3012745 861451 546 193221 787 118 39 332 128 22 902 1840 1110 57 56 114 42 139 26 5805 190 192 164 118 785 498 1696 26 52 1532
leaf_count=233431 3012745 861451 546 193221 787 118 39 332 128 22 902 1840 1110 57 56 114 42 139 26 5805 190 192 164 118 785 498 1696 26 52 1532
internal_value=0 124.534 -560.547 -1531.14 8719.95 12614 74843.6 84507.3 104664 18278.8 4384.61 476.232 7679.71 25659.5 79870.1 14507.1 211263 -5085.11 -32979.4 -1845.17 4874.91 -14712.2 20275.9 49876.6 9945.63 12691.3 28031.1 95478.8 166510 -25927.9
internal_weight=0 1.30542e+06 443968 210537 6258 5471 639 600 460 140 4832 4286 3384 1405 295 197 98 1979 140 204279 11058 2274 552 360 8784 7999 2194 196 78 1722
internal_count=4318164 1305419 443968 210537 6258 5471 639 600 460 140 4832 4286 3384 1405 295 197 98 1979 140 204279 11058 2274 552 360 8784 7999 2194 196 78 1722
is_linear=0
shrinkage=0.1


Tree=1523
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 1 0 4 1 1 0 0 3 5 0 0 1 3 4 1 2 5 1 0 0 4 0 3 0 0
split_gain=2.98014e+12 3.36025e+13 2.96654e+13 7.44496e+13 4.62057e+13 6.04346e+13 6.47642e+13 5.11088e+13 4.24434e+13 8.69905e+13 1.02261e+14 7.21011e+13 6.22647e+13 5.26039e+13 5.38285e+13 7.33127e+13 3.92854e+13 3.84767e+13 3.80718e+13 8.41406e+13 4.51027e+13 3.73503e+13 4.19682e+13 5.8553e+13 1.22215e+14 7.90746e+13 3.76447e+13 3.63771e+13 3.59763e+13 8.81693e+13
threshold=58.040000000000006 59.810000000000009 11.500000000000002 37.777459000000007 23.500000000000004 37.869926150000005 60.003414000000006 1.5000000000000002 37.417247200000006 37.214886200000009 54.934662400000008 55.645049100000001 19.500000000000004 59.025000000000013 55.851332700000007 55.826364100000013 37.457850350000008 22.500000000000004 1.5000000000000002 37.615058950000012 12.500000000000002 59.245000000000012 37.642309100000013 55.674875350000008 55.86787755000001 2.5000000000000004 55.993277250000013 17.500000000000004 55.806974650000008 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 21 8 6 7 -6 9 12 -11 -12 -4 -13 15 -15 17 27 19 -18 -21 22 -2 -24 -25 -26 28 -10 29 -23
right_child=1 -3 4 -5 5 -7 -8 -9 16 10 11 13 -14 14 -16 -17 18 -19 -20 20 -22 26 23 24 25 -27 -28 -29 -30 -31
leaf_value=-58.531474060066984 -8339.3922920397981 -39.393409479266943 13997.110556994123 1630.9701449778324 -64064.267877197271 9050.5834920615634 15987.811040520619 -10367.746214038598 -26853.405101824821 -32266.085737609865 88811.550817950032 4865.061719294622 -15725.565728046189 65488.460210931793 -46703.978973214289 255652.5857931386 121725.22943313954 -110759.40865637737 6060.0041962825517 -33391.375972942973 21993.359787297377 -10317.704162699665 -334.68985657281621 -92733.322532509686 -91717.907481971153 55195.773397334939 16510.591606761791 52626.478831571694 -44088.431650514249 105033.81237157535
leaf_weight=2885679 6606 1295798 3524 93794 184 3315 962 4837 376 166 348 325 881 171 35 23 43 46 17126 688 187 718 337 307 52 124 1134 68 237 73
leaf_count=2885679 6606 1295798 3524 93794 184 3315 962 4837 376 166 348 325 881 171 35 23 43 46 17126 688 187 718 337 307 52 124 1134 68 237 73
internal_value=0 117.909 1609.14 772.974 4204.69 -1780.35 -7781.44 -12335.5 6522.72 14260.3 39864.5 53139.1 8052.58 30731.1 67440.6 88033.7 4237.84 -23700.4 4996.53 -14843.5 -21554.9 -7620.32 -10988 -32325.6 -54646.3 11789.5 3947 -14680.8 -9912.06 327.885
internal_weight=0 1.43248e+06 136687 103382 33305 9298 5983 5021 24007 5473 1068 902 4405 554 229 194 18534 490 18044 918 875 9588 7426 820 483 176 2162 444 1028 791
internal_count=4318164 1432485 136687 103382 33305 9298 5983 5021 24007 5473 1068 902 4405 554 229 194 18534 490 18044 918 875 9588 7426 820 483 176 2162 444 1028 791
is_linear=0
shrinkage=0.1


Tree=1524
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 1 3 1 3 3 0 0 3 2 5 0 0 3 3 5 1 0 3 3 1 6 6 3 5
split_gain=2.79151e+12 1.00946e+13 5.86565e+13 3.64006e+13 7.87648e+13 5.99773e+13 7.70695e+13 8.46652e+13 7.32767e+13 6.87216e+13 5.7598e+13 5.21041e+13 5.19812e+13 5.19007e+13 4.29489e+13 4.02661e+13 3.93335e+13 8.38975e+13 6.91937e+13 1.08408e+14 6.17227e+13 5.30569e+13 1.16587e+14 8.34313e+13 1.85771e+14 1.15549e+14 1.63546e+14 1.24501e+14 8.4272e+13 7.51285e+13
threshold=83.663637000000008 83.011163250000024 53.204054050000003 55.02863030000001 87.395000000000024 9.5000000000000018 83.026705000000007 14.500000000000002 83.053286850000021 3.5000000000000004 10.500000000000002 55.078308950000007 55.017213950000006 18.500000000000004 5.5000000000000009 44.410000000000004 54.811549550000009 54.945614000000006 10.500000000000002 9.5000000000000018 116.06000000000002 83.053286850000021 54.864040150000001 11.500000000000002 9.5000000000000018 83.093115700000013 1.5000000000000002 1.5000000000000002 8.5000000000000018 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 8 7 10 -5 -10 -7 14 15 -9 -8 -4 -17 21 19 -19 -21 -18 -23 24 28 27 -27 -25 -24 -30
right_child=-2 2 3 4 -6 6 11 13 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=13.152719509958008 342.30811338118747 -45722.642272344128 -2598.8292390455022 22940.837978396798 -57247.776569366455 -1812.1466975568096 -32284.917444457267 29312.997799866152 11308.063711052489 -22096.087270415283 -22749.452748468491 18386.164994840801 9642.9360236627472 -13606.131628829442 -8458.7426356276865 -1941.7322698944402 -9862.6905279709044 -5257.6757194307174 -11620.86047618554 20945.350363603717 -151076.33363095237 45888.006659012746 -6392.2297341845024 39206.43149231717 -51304.962503291783 61004.938782437646 -27885.32435983773 163525.92956714472 16673.125938359703 68759.98327490651
leaf_weight=3928897 225778 290 26041 2147 256 91746 1642 1351 1534 1029 1333 371 6570 356 1403 10431 781 3889 3339 3091 21 1186 1290 241 534 384 449 121 1312 351
leaf_count=3928897 225778 290 26041 2147 256 91746 1642 1351 1534 1029 1333 371 6570 356 1403 10431 781 3889 3339 3091 21 1186 1290 241 534 384 449 121 1312 351
internal_value=0 -18.8852 -788.807 -708.961 -1848.19 -1710.38 -2239.08 -1707.26 9312.88 -2103.12 -2111.99 -16996 1248.89 20362.1 -21306.9 217.322 2891.84 5859.59 224.402 5873.79 19784.5 14623 17881.9 10787.7 2973.06 33590.6 13091.7 80760.7 12788.3 27666.8
internal_weight=0 4.09239e+06 163489 163199 103168 102912 98202 94786 4710 2563 93079 3416 60031 1707 3045 53461 27420 16989 10340 7001 3112 6649 5868 4682 3487 1195 833 362 2953 1663
internal_count=4318164 4092386 163489 163199 103168 102912 98202 94786 4710 2563 93079 3416 60031 1707 3045 53461 27420 16989 10340 7001 3112 6649 5868 4682 3487 1195 833 362 2953 1663
is_linear=0
shrinkage=0.1


Tree=1525
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 1 0 5 5 2 5 2 3 3 4 5 1 1 0 1 0 5 5 3 1 5 2 5 5 5
split_gain=2.67486e+12 1.30222e+13 1.80137e+13 2.08152e+13 2.01333e+13 1.51286e+13 2.48973e+13 1.94079e+13 1.70018e+13 1.40076e+13 1.38044e+13 1.32485e+13 1.27923e+13 1.27832e+13 1.25874e+13 1.87332e+13 1.38664e+13 5.17121e+13 6.4649e+13 4.83394e+13 3.62464e+13 3.57275e+13 2.93887e+13 2.3304e+13 2.09771e+13 2.05947e+13 2.04337e+13 2.24642e+13 1.71164e+13 1.88725e+13
threshold=60.693675950000006 33.101335500000005 118.33500000000002 107.05000000000001 81.00500000000001 30.102666750000001 61.674413550000004 50.005000000000003 46.810000000000009 1.5000000000000002 62.015000000000008 5.5000000000000009 2.5000000000000004 4.5000000000000009 2.5000000000000004 85.91500000000002 78.608766650000021 65.659480050000013 63.563300600000012 59.76223980000001 63.563300600000012 75.015000000000015 74.610000000000014 6.5000000000000009 86.192907650000009 30.990000000000006 1.5000000000000002 128.92000000000004 67.990000000000023 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 11 7 12 -8 -10 -11 13 -7 -2 15 -3 17 19 21 25 -21 -19 -22 -23 -18 -16 27 -27 -20 -30
right_child=1 14 -4 -5 -6 6 8 -9 9 10 -12 -13 -14 -15 16 -17 24 18 28 20 22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-9.3098156579800175 -9666.1013807169602 231.44330217898664 -75426.892881944455 84814.238311298075 -40134.513309420079 24378.888813219572 -15114.959119089131 -49119.638634611438 -16619.105749937546 6264.103464397459 41170.234461634936 -21890.450795737466 -21246.840424002294 12016.857804733263 98908.385971467404 -31000.182103859697 -103245.86964285716 -685.50249376085071 185015.35013586958 57090.055972184811 -17004.003288229706 60175.632379475916 -69623.541278666846 19983.202149158689 -2849.9661651729512 -3718.0347393075772 6044.0919941983484 -89514.695362903236 15907.0140625 134879.04106770834
leaf_weight=4258578 360 39174 36 26 156 76 531 228 172 407 157 182 321 1111 23 193 21 540 23 58 737 225 124 402 2324 1961 9933 31 24 30
leaf_count=4258578 360 39174 36 26 156 76 531 228 172 407 157 182 321 1111 23 193 21 540 23 58 737 225 124 402 2324 1961 9933 31 24 30
internal_value=0 665.367 -5028.53 -4348.53 -4974.91 -3427.69 -9533.84 -25866.7 -1476.96 8362.41 15980.9 3561.33 -12512.4 6710.36 1049.19 78.3277 3371.74 4555.09 24024.2 2672.79 -19427.7 18168.5 -24582.2 34406.3 -3749.03 4372.68 4190.35 -5053.22 112773 82002.6
internal_weight=0 59586 3763 3727 3701 3545 1892 625 1267 736 564 1653 397 1471 55823 39367 16456 14111 1244 12867 919 1167 861 627 2345 11948 11925 1992 77 54
internal_count=4318164 59586 3763 3727 3701 3545 1892 625 1267 736 564 1653 397 1471 55823 39367 16456 14111 1244 12867 919 1167 861 627 2345 11948 11925 1992 77 54
is_linear=0
shrinkage=0.1


Tree=1526
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 5 1 3 0 3 0 0 0 0 3 1 5 1 6 0 5 1 5 5 1 1 0 5 3
split_gain=2.67932e+12 3.0701e+13 1.43306e+14 1.80464e+14 1.81577e+14 1.30968e+14 1.44171e+14 1.41369e+14 1.04548e+14 9.22693e+13 8.66775e+13 8.58321e+13 3.92564e+14 2.86326e+14 4.87482e+14 7.54174e+14 4.50969e+14 3.75078e+14 2.61865e+14 4.62268e+14 3.91878e+14 2.96226e+14 2.51433e+14 3.30517e+14 3.92051e+14 3.12743e+14 2.91182e+14 2.62016e+14 2.60987e+14 3.08912e+14
threshold=37.66934650000001 37.516458750000005 56.663136550000011 55.885524800000006 52.710000000000008 56.197733450000008 80.815000000000012 37.533784800000006 21.500000000000004 56.320495600000008 16.500000000000004 55.795550600000006 55.762622900000004 55.751981950000008 55.708120100000009 16.500000000000004 37.642309100000013 52.405000000000008 37.582182450000005 1.5000000000000002 55.777112100000004 77.715000000000018 37.542000650000013 32.005000000000003 85.91500000000002 37.615058950000012 37.642309100000013 55.734663800000007 64.805000000000021 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 8 6 -6 9 -5 -7 -9 12 13 14 -3 22 -17 -15 -14 -20 21 -21 -16 -24 26 -26 28 -28 -25 -30
right_child=-2 2 -4 4 5 7 -8 10 -10 -11 -12 -13 18 17 15 16 -18 -19 19 20 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-103.05880900531064 -40.993447702150924 -379.34504685741376 -65281.428396064548 6553.7583145604412 24968.993530854641 -94855.480800882971 78493.270367113859 3342.4253269271994 -20081.72543210195 48566.157414639885 -43897.736705689902 -3700.6005878186133 6386.3813558677139 -23.17988809698296 -12256.357204447824 -165805.17227827114 -4742.7861788782584 -38170.554510098671 147223.85445952634 77847.626055785542 1726.0393706589268 -154579.25986156799 5659.5948546172613 108681.60102548527 -329793.46918604657 18913.936968994141 -1913.333264584465 107301.39959241863 73023.985391406255 -137221.12945393042
leaf_weight=770727 3397896 66737 321 8902 5214 48 557 1098 1766 685 601 38226 4737 6379 722 278 464 4325 373 1443 2046 57 1179 1870 43 64 748 311 250 97
leaf_count=770727 3397896 66737 321 8902 5214 48 557 1098 1766 685 601 38226 4737 6379 722 278 464 4325 373 1443 2046 57 1179 1870 43 64 748 311 250 97
internal_value=0 151.36 1462.62 1606.2 10746 21932.4 30135 2468.01 2144.47 39174.3 -13368.2 282.998 1935.97 -166.218 2080.2 29319.3 -65086.9 -15436.8 22206.7 41329.2 30190.2 69015.4 42576.2 51254.2 67144.3 -121221 73296.6 30160.1 93901.7 14252.3
internal_weight=0 920268 149541 149220 18871 8203 5771 2432 10668 733 1699 130349 92123 83467 72763 6026 742 10704 8656 3919 3546 1500 5284 4562 3383 107 3276 1059 2217 347
internal_count=4318164 920268 149541 149220 18871 8203 5771 2432 10668 733 1699 130349 92123 83467 72763 6026 742 10704 8656 3919 3546 1500 5284 4562 3383 107 3276 1059 2217 347
is_linear=0
shrinkage=0.1


Tree=1527
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 5 1 1 1 1 3 1 5 5 1 1 5 0 6 0 5 1 4 0 3 3 1 4 3 3
split_gain=2.8612e+12 2.66278e+13 6.02752e+13 6.87085e+13 4.75137e+13 1.04788e+14 1.39017e+14 6.02555e+13 8.48396e+13 5.43152e+13 9.05121e+13 6.40232e+13 4.27773e+13 5.1663e+13 4.5338e+13 4.89349e+13 4.10986e+13 4.10289e+13 1.17679e+14 6.04438e+13 5.21384e+13 4.89839e+13 5.22183e+13 4.0753e+13 4.11181e+13 4.05852e+13 7.94216e+13 3.83753e+13 4.0279e+13 3.76118e+13
threshold=54.762542150000009 54.947737500000009 83.140147550000009 54.934662400000008 82.957885500000017 46.405000000000008 56.135466100000009 37.597123000000003 38.151577750000008 50.888703650000004 11.500000000000002 44.660994650000006 69.015000000000015 123.15000000000002 82.95335685000002 65.659480050000013 77.00500000000001 54.934662400000008 1.5000000000000002 54.940316550000006 56.005000000000003 82.97193200000001 2.5000000000000004 54.934662400000008 6.5000000000000009 3.5000000000000004 82.911991800000024 1.0000000180025095e-35 15.500000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 23 -9 10 11 16 14 -14 15 -8 -10 -6 19 -19 29 22 27 24 -7 26 -17 -22 -29 -20
right_child=1 -3 3 -5 17 6 12 8 9 -11 -12 -13 13 -15 -16 25 -18 18 20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=126.83665289815974 -131.99439785419881 37.637977402522665 -19551.802347607754 24596.363727216842 3547.2323391312648 -29484.904367640574 -28433.470222868913 22396.125795243868 -9023.1172469644644 1783.0103026743163 76827.979312983254 -64825.268080262875 -31841.872587801739 82903.698085937503 -23149.957344429971 13513.353360066372 -71276.972516983704 52199.301516048465 -3660.4646290114893 438.71840121799852 4221.2719289956804 -23032.823890927029 -843.45504994363898 7448.836670804998 -7643.6932195464142 -5835.508011721824 210483.14112499999 -19737.767822661248 29396.204249458093 20098.115221152202
leaf_weight=1259690 38111 2798789 443 1726 23455 1491 1014 1684 1362 7641 97 296 2060 40 3314 113 115 226 24434 129911 926 2596 5521 857 2043 4636 25 4690 173 685
leaf_count=1259690 38111 2798789 443 1726 23455 1491 1014 1684 1362 7641 97 296 2060 40 3314 113 115 226 24434 129911 926 2596 5521 857 2043 4636 25 4690 173 685
internal_value=0 -52.2401 -1020.91 15579.5 -1160.73 -3500.84 -8293.66 -2186.43 1707.62 -1955.45 -17231.2 -22377.1 -16791 -29656.2 -13822.8 -8482.35 -13870.2 -372.275 -915.731 528.607 -5732.18 -10644.7 -7801.27 -12114.4 -16858.5 -4244.73 49196.3 -14437 -17989.8 -3012.56
internal_weight=0 3.05847e+06 259685 2169 257516 64899 26788 15586 11195 9511 1870 1773 11202 2100 9102 5788 1477 192617 169162 130137 39025 13906 11310 4391 3534 4774 138 5789 4863 25119
internal_count=4318164 3058474 259685 2169 257516 64899 26788 15586 11195 9511 1870 1773 11202 2100 9102 5788 1477 192617 169162 130137 39025 13906 11310 4391 3534 4774 138 5789 4863 25119
is_linear=0
shrinkage=0.1


Tree=1528
num_leaves=31
num_cat=0
split_feature=1 1 1 3 3 0 1 5 5 1 0 0 3 5 5 3 0 3 5 3 2 3 2 5 3 3 1 3 5 5
split_gain=3.12343e+12 6.86774e+13 3.18271e+13 3.91717e+13 5.94123e+13 4.78968e+13 4.11189e+13 6.56339e+13 5.61264e+13 7.50127e+13 8.78936e+13 7.3091e+13 6.1582e+13 5.28646e+13 6.52799e+13 5.61073e+13 5.49706e+13 8.20318e+13 6.139e+13 5.13433e+13 4.77891e+13 4.51736e+13 6.72139e+13 8.99287e+13 7.01529e+13 4.34402e+13 4.31036e+13 4.09257e+13 4.88188e+13 6.30714e+13
threshold=61.880021000000006 61.463701450000009 65.58467570000002 22.500000000000004 20.500000000000004 57.117834900000013 65.551978750000004 97.050000000000011 132.05000000000004 65.565203050000022 57.131524800000008 57.147575200000006 9.5000000000000018 82.00500000000001 67.990000000000023 10.500000000000002 57.117834900000013 9.5000000000000018 75.015000000000015 7.5000000000000009 7.5000000000000009 6.5000000000000009 6.5000000000000009 112.04500000000002 11.500000000000002 14.500000000000002 65.565203050000022 9.5000000000000018 123.15000000000002 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -2 13 9 19 21 12 -10 14 -8 16 17 -16 -18 -9 -20 -11 23 25 -25 -23 -14 -12 29 -29
right_child=2 -3 -4 5 -6 -7 7 8 11 10 27 -13 26 -15 15 -17 18 -19 20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-19.338276576162755 165.32035539681178 -6628.6359355374052 -2.140065437968051 -131960.04183407739 -29557.050666980173 20125.728277386766 2901.5916103365266 -23432.48437128482 59511.534150163519 -107708.49687500001 -67065.409403409096 -65487.712624289772 -91891.710912298397 -9487.6999363673731 115187.04643526785 7037.1779683307268 2093.2362873460529 22584.141820710531 66542.257107112906 54981.454419120855 -13335.18998387387 12328.027021188449 3418.3654220920139 278452.29483506945 44864.299648437503 157571.55685096156 13834.565579044118 43191.803771391373 149183.64109374999 -82535.503967927638
leaf_weight=3098703 48758 15802 1121755 21 602 1487 22274 92 172 20 165 154 62 2808 175 2220 687 211 354 904 95 99 180 36 20 26 102 84 20 76
leaf_count=3098703 48758 15802 1121755 21 602 1487 22274 92 172 20 165 154 62 2808 175 2220 687 211 354 904 95 99 180 36 20 26 102 84 20 76
internal_value=0 -52.8717 136.807 2039.83 1740.31 18007.8 1976.43 4821.72 21422 29919.2 5472.91 -8439.36 17707.8 3547.78 4954.75 17176 31964.6 64567.3 20886.6 47738.4 49641.7 38582.8 46687.6 89717.7 195028 42538.7 -26135.1 -31091.9 1883.81 -16528.7
internal_weight=0 3.1145e+06 1.20366e+06 81904 80396 1508 79794 31036 2212 1722 726 490 336 28824 26016 3742 1522 386 1136 996 449 381 361 181 56 125 164 345 180 160
internal_count=4318164 3114505 1203659 81904 80396 1508 79794 31036 2212 1722 726 490 336 28824 26016 3742 1522 386 1136 996 449 381 361 181 56 125 164 345 180 160
is_linear=0
shrinkage=0.1


Tree=1529
num_leaves=31
num_cat=0
split_feature=0 3 0 5 0 5 0 4 5 1 3 6 1 1 0 1 0 1 1 0 4 0 0 3 5 1 5 0 5 4
split_gain=3.16031e+12 2.86657e+13 3.03293e+13 2.66981e+13 5.36304e+13 1.65129e+14 7.5001e+13 7.75673e+13 1.24228e+14 7.75025e+13 7.49799e+13 1.07754e+14 1.75687e+14 1.44487e+14 1.42378e+14 1.27208e+14 1.28265e+14 1.23458e+14 2.68873e+14 3.54738e+14 3.66435e+14 2.01222e+14 2.20249e+14 1.39467e+14 1.23829e+14 1.2324e+14 1.10945e+14 1.72263e+14 1.10305e+14 1.04565e+14
threshold=55.576287050000012 26.500000000000004 55.56564190000001 58.305000000000007 55.842510000000011 44.005000000000003 55.975961550000008 1.5000000000000002 48.035000000000004 36.761894450000007 16.500000000000004 1.5000000000000002 37.417247200000006 37.832345550000007 55.784980300000008 37.457850350000008 55.801980100000009 37.362912300000012 37.642309100000013 55.745923000000012 1.5000000000000002 55.734663800000007 55.591389050000011 17.500000000000004 51.815000000000005 37.777459000000007 49.010000000000012 55.755036050000008 52.405000000000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 8 -6 -9 -7 17 -13 14 -14 16 -16 -12 19 21 24 22 -19 -22 26 -17 27 -21 -23 -15
right_child=3 2 -4 -5 6 10 -8 9 -10 -11 11 12 13 29 15 25 -18 18 -20 20 23 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=97.324632244920622 265.97422165490184 -5054.0023043960955 -62778.131194802991 445.02933702751398 1172.4651108095707 -5967.9658055881682 -283.28755281612251 -45579.583550878575 -23298.019046999751 6206.0056365733635 13870.954260120423 -14040.513239228239 14256.07070026009 -10774.828570313677 294568.05840773811 28600.970949044538 68234.123714717745 125789.14006089623 -70.690820363500151 97305.911754032262 -156988.50735240144 33262.008805052996 -10337.68693689923 -57596.918079537892 77430.318680926066 136535.4916367828 -71061.498307059155 -14520.832637696891 163476.80492559526 10311.715757505963
leaf_weight=2390224 224632 8565 92 618828 66886 84934 830068 291 2141 42050 3105 4082 5643 4101 42 796 62 123 17383 155 149 171 3529 2690 164 122 280 1238 105 5513
leaf_count=2390224 224632 8565 92 618828 66886 84934 830068 291 2141 42050 3105 4082 5643 4101 42 796 62 123 17383 155 149 171 3529 2690 164 122 280 1238 105 5513
internal_value=0 76.5209 -5667.45 -95.6423 -352.924 -1392.83 43.6476 2480.42 413.468 5850.1 -4165.57 -1070.02 4509.63 9161.13 20476.1 54820 159638 -4975.12 -7226.91 -21684.9 -40295.1 469.255 -5752.91 -62813.3 -5494.3 42945.2 -13623.2 -2077.8 82800.2 1316.93
internal_weight=0 2.39888e+06 8657 1.91928e+06 1.30046e+06 359019 941436 111368 69027 42341 134387 49453 20361 16279 6665 1022 104 29092 25987 8604 4676 3928 3652 2839 1837 918 1673 1393 276 9614
internal_count=4318164 2398881 8657 1919283 1300455 359019 941436 111368 69027 42341 134387 49453 20361 16279 6665 1022 104 29092 25987 8604 4676 3928 3652 2839 1837 918 1673 1393 276 9614
is_linear=0
shrinkage=0.1


Tree=1530
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 0 4 5 1 1 4 3 0 3 3 1 1 6 4 5 5 3 5 1 6 3 0 0 1 3
split_gain=3.32364e+12 1.74073e+13 9.99188e+13 8.70649e+13 7.70681e+13 5.81118e+13 4.30118e+13 9.4122e+13 9.60911e+13 2.76777e+14 6.57024e+13 4.52626e+13 4.38079e+13 5.97725e+13 5.36529e+13 4.1315e+13 4.09589e+13 4.05399e+13 3.77201e+13 7.54742e+13 4.17944e+13 7.07976e+13 4.91044e+13 6.68182e+13 1.22662e+14 3.73601e+13 6.32826e+13 9.0737e+13 6.35075e+13 6.01728e+13
threshold=96.015000000000015 55.762622900000004 55.769960200000007 37.712318250000003 55.708120100000009 55.701368300000006 2.5000000000000004 161.85000000000002 37.582182450000005 37.777459000000007 1.5000000000000002 26.500000000000004 55.74310830000001 18.500000000000004 5.5000000000000009 52.307266200000008 37.642309100000013 1.5000000000000002 4.5000000000000009 177.02500000000003 142.05000000000004 8.5000000000000018 102.01000000000001 37.615058950000012 1.5000000000000002 23.500000000000004 55.826364100000013 55.812836050000008 37.417247200000006 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 17 5 -2 7 8 -6 -10 -9 12 14 18 15 -8 -7 -3 19 20 22 -22 -14 24 -24 29 27 -27 -29 -4
right_child=1 2 25 -5 6 16 11 10 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=16.618245933068554 -12.781433311275848 -88003.628551136368 -1016.5888049780078 -32215.289587413627 59498.254157366071 -86995.780173544845 56144.684823803196 -25980.093466421276 -461355.18035714282 -21691.220902777779 215103.63880371093 -27997.633423719068 26071.489956211281 48207.389670717093 28533.46382123126 170973.47283909575 3465.7758294753094 -284719.57626464841 44299.651586639753 -125335.79125781251 198182.09408482144 -9144.3694531250003 -2118.1956207275393 -11119.394366356339 -308854.48416193185 -3807.1617395517783 -12082.705070161215 120992.8579375 -11419.556234681373 22756.194785739091
leaf_weight=4168594 86495 22 51975 541 28 131 94 26 21 45 20 197 343 346 1001 47 81 20 178 50 28 40 32 622 22 392 5510 125 51 1087
leaf_count=4168594 86495 22 51975 541 28 131 94 26 21 45 20 197 343 346 1001 47 81 20 178 50 28 40 32 622 22 392 5510 125 51 1087
internal_value=0 -463.159 -1786.36 -42982.7 416.395 -140.949 15806.7 -38371.6 -95729.9 -161584 78838.9 18335 21591.4 11225.3 36668.4 94420.9 -52432.6 -181678 1494.71 -5206.5 319.228 76225.4 -4746.15 -20382.9 -127085 -1380.24 -8806.58 22974.1 82623.4 -529.592
internal_weight=0 149570 59723 583 89847 86707 3140 140 94 66 46 3000 2803 1661 1142 141 212 42 1315 1137 1087 68 1019 676 54 59140 6078 568 176 53062
internal_count=4318164 149570 59723 583 89847 86707 3140 140 94 66 46 3000 2803 1661 1142 141 212 42 1315 1137 1087 68 1019 676 54 59140 6078 568 176 53062
is_linear=0
shrinkage=0.1


Tree=1531
num_leaves=31
num_cat=0
split_feature=3 1 1 0 2 1 1 3 5 3 1 1 0 0 4 2 0 1 5 0 0 0 1 6 5 5 0 0 0 2
split_gain=3.06804e+12 2.27855e+13 6.48494e+13 2.24422e+13 3.06419e+13 1.99728e+13 1.04731e+14 5.53691e+13 6.43618e+13 2.90245e+13 7.3198e+13 8.6219e+13 1.06648e+14 1.05042e+14 6.1767e+13 9.61875e+13 8.03887e+13 5.88068e+13 5.80412e+13 6.83789e+13 9.68943e+13 6.89657e+13 7.96136e+13 5.65167e+13 5.42108e+13 5.40458e+13 5.40404e+13 6.62442e+13 8.52723e+13 5.67836e+13
threshold=25.500000000000004 82.966612450000014 82.959896850000021 55.030402950000003 4.5000000000000009 82.926290250000008 82.902675200000019 26.500000000000004 64.405000000000015 26.500000000000004 37.692869000000009 37.436176200000013 55.734663800000007 55.708120100000009 1.5000000000000002 12.500000000000002 55.86787755000001 37.597123000000003 47.815000000000005 55.039751500000008 56.819808050000006 56.802385350000009 60.628582700000003 1.5000000000000002 95.020000000000024 42.205000000000005 59.834458500000004 60.035045000000004 60.017447350000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 9 -8 -9 10 11 26 13 17 25 -16 -17 -13 -12 -20 21 -21 -23 -19 -24 -14 -2 28 29 -28
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 18 12 14 -15 15 16 -18 23 19 20 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-11.167573978493712 -16381.849954007581 -22575.453651515742 52549.642007458853 -17423.694641516893 10268.675458415382 8368.1611396516655 -31754.197835782223 -7836.9137393465908 183099.39552283657 -305.64205843727967 6537.7653862456318 -36229.787212171053 14724.938675299876 261313.82655368384 6679.2878144862298 101287.74582111297 -19683.374180853545 173938.4427181604 8729.9227356147876 -19783.137862379343 10398.405438064216 18614.723206922743 -80693.006145102292 -8462.8676562500004 -241525.21630434782 -61229.348007134628 103169.29858677456 -1969.4895560296839 69804.720896004219 12089.826533994077
leaf_weight=4243674 904 401 243 1361 974 3327 1305 55 26 48020 4831 38 548 36 354 305 67 53 1599 2393 1016 81 236 25 23 113 70 2691 301 3094
leaf_count=4243674 904 401 243 1361 974 3327 1305 55 26 48020 4831 38 548 36 354 305 67 53 1599 2393 1016 81 236 25 23 113 70 2691 301 3094
internal_value=0 636.213 977.733 -8320.44 690.133 802.488 433.325 -26774.7 53451.3 997.866 4331.26 11124.1 32570.8 112090 23856.4 43992.3 79499.9 65779.6 -1407.21 -8584.14 -15968.8 -25770.9 -67914.2 115476 -94975.4 1740.32 6449 9801.67 18943.4 14104.9
internal_weight=0 74490 71754 2736 1375 71511 68184 1386 81 66798 18778 8599 1539 152 1387 726 372 116 10179 5348 3749 2733 340 78 259 661 7060 6156 3465 3164
internal_count=4318164 74490 71754 2736 1375 71511 68184 1386 81 66798 18778 8599 1539 152 1387 726 372 116 10179 5348 3749 2733 340 78 259 661 7060 6156 3465 3164
is_linear=0
shrinkage=0.1


Tree=1532
num_leaves=31
num_cat=0
split_feature=2 1 4 5 6 5 5 5 1 5 4 2 0 0 5 0 5 0 3 5 5 4 3 1 0 0 0 3 3 0
split_gain=3.01988e+12 5.57691e+12 8.03682e+12 7.50344e+12 1.01372e+13 2.1014e+13 8.19376e+12 9.24515e+12 7.19979e+12 1.22074e+13 5.4447e+12 5.43256e+12 1.57771e+13 7.97327e+13 3.77809e+13 3.14793e+13 2.85008e+13 2.65233e+13 2.03853e+13 2.96128e+13 2.42106e+13 2.28945e+13 1.82412e+13 3.17422e+13 1.70299e+13 2.75497e+13 4.58121e+13 1.66088e+13 2.64704e+13 2.03228e+13
threshold=27.500000000000004 37.855187800000003 3.5000000000000004 100.05000000000001 1.5000000000000002 132.05000000000004 85.020000000000024 92.035000000000011 37.777459000000007 72.705000000000013 3.5000000000000004 24.500000000000004 55.055104550000003 55.050600750000008 83.010000000000005 45.029420750000007 161.85000000000002 56.791364150000007 26.500000000000004 57.405000000000008 104.75000000000001 1.5000000000000002 31.500000000000004 37.615058950000012 51.369916400000001 55.020029900000004 55.034903650000011 28.500000000000004 27.500000000000004 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 8 6 10 -6 -3 -8 -2 -10 -5 -1 13 14 -13 -16 18 -18 19 -14 22 -21 23 -20 -17 -26 -27 28 -25 -30
right_child=1 3 -4 4 5 -7 7 -9 9 -11 -12 12 16 -15 15 24 17 -19 20 21 -22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=3.0678031038890285 1172.7419894822813 8016.639576849404 54989.847337962972 -20283.26638104839 -34720.104036458331 85488.845004507224 81166.74985795455 16961.626300920758 -7464.2643374881227 -73487.4296875 -77252.010937500003 -3811.1860988939284 -2140.247165384561 182377.46050000002 -48219.407304516179 75879.51846261161 -151486.14028125 -14933.278906250001 -3019.1742872066552 65417.478148674243 51938.199993766626 -18569.880079092705 -5674.8603624813522 28113.85818892399 7140.5588299743486 111479.49118441358 15381.218879318238 11791.701694884781 29710.265498046876 159847.22252604167
leaf_weight=4299425 4270 1083 27 62 33 26 33 70 185 33 23 2071 3766 25 57 70 25 33 1167 33 94 1971 2189 251 367 81 128 516 20 30
leaf_count=4299425 4270 1083 27 62 33 26 33 70 185 33 23 2071 3766 25 57 70 25 33 1167 33 94 1971 2189 251 367 81 128 516 20 30
internal_value=0 2271.48 594.986 7962.73 -13593.1 18253.3 10580 37532.2 267.744 -17458.6 -35698.3 -3.0788 -2052.63 4590.48 2988.22 23018.9 -3894.53 -73792.3 -3490.62 -7366.14 1750 -17186.9 619.476 7564.18 29304.6 23644.5 52625 22681.4 41349.5 107792
internal_weight=0 5845 4515 1330 144 59 1186 103 4488 218 85 4.31232e+06 12894 2799 2774 703 10095 58 10037 5770 4267 2004 4173 1984 646 576 209 817 301 50
internal_count=4318164 5845 4515 1330 144 59 1186 103 4488 218 85 4312319 12894 2799 2774 703 10095 58 10037 5770 4267 2004 4173 1984 646 576 209 817 301 50
is_linear=0
shrinkage=0.1


Tree=1533
num_leaves=31
num_cat=0
split_feature=3 0 4 0 1 1 5 5 1 1 0 1 4 5 4 0 0 1 0 1 1 0 0 4 5 2 1 1 1 5
split_gain=2.93573e+12 2.16905e+13 2.81746e+13 2.5431e+13 4.01178e+13 4.48471e+13 2.81285e+13 2.74029e+13 2.34261e+13 2.73675e+13 6.41758e+13 2.92383e+13 2.34281e+13 3.52945e+13 7.2556e+13 2.32467e+13 3.18845e+13 5.05529e+13 5.43343e+13 1.14919e+14 8.76407e+13 1.34782e+14 8.53721e+13 5.97551e+13 6.58798e+13 4.14738e+13 3.92412e+13 5.74098e+13 5.52956e+13 3.73452e+13
threshold=3.5000000000000004 57.814144100000007 6.5000000000000009 57.581016350000006 43.048525950000005 40.810045900000013 43.005000000000003 51.015000000000008 40.247294600000011 39.863684800000009 57.60800230000001 39.826386800000009 3.5000000000000004 99.555000000000021 4.5000000000000009 59.846652800000008 60.063729500000008 30.305955500000003 59.932719750000011 30.323743050000001 30.362552800000003 59.939091550000008 60.003414000000006 4.5000000000000009 88.015000000000015 2.5000000000000004 30.388336800000001 30.434657650000002 30.278357500000002 81.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 -1 5 6 -5 -7 9 10 -8 -12 -11 -14 -15 -3 17 29 23 22 21 -21 -20 24 -19 -23 28 -28 -18 -17
right_child=-2 2 -4 4 -6 7 8 -9 -10 12 11 -13 13 14 -16 16 26 18 19 20 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=453.48288837887276 -20.183149291074631 -6068.9234891767992 -118435.76830357144 -4275.2571716243792 -21559.645657744357 16748.488249373124 57380.995005489181 55868.638147720034 -57081.37191087372 16410.742374367459 1517.946476922519 -38738.336648601959 -21590.178243371214 191602.88683307928 -7603.680841619318 34498.66648727029 -8517.4143656918222 -12967.564979366292 -89187.520379002119 260111.34560546876 11508.467131527812 19743.420125264336 57969.74834735578 129087.72014441859 -91763.77151250001 129899.57999161432 86451.954916221221 -918.96612275842494 -61116.741275557259 -5504.9302057081659
leaf_weight=216063 4074053 10118 21 1766 455 458 153 294 49 2041 483 288 33 41 33 944 966 702 163 36 786 133 52 26 125 46 76 7198 252 310
leaf_count=216063 4074053 10118 21 1766 455 458 153 294 49 2041 483 288 33 41 33 944 966 702 163 36 786 133 52 26 125 46 76 7198 252 310
internal_value=0 336.844 -2661.73 633.168 7003.93 9308.66 5810.39 32042.8 11517.3 12611.5 -1779.42 -13519.4 18802 64414.2 102768 -2550.88 461.867 8766.35 -835.979 12736.7 26983.9 83559.4 -53596 -20184.6 -24877.5 48051.7 -2787.75 -6.09975 -19400 24609.4
internal_weight=0 244111 21954 222157 6094 5639 4887 752 3121 3072 924 771 2148 107 74 21933 11815 3323 2069 1216 1001 215 215 853 827 179 8492 7274 1218 1254
internal_count=4318164 244111 21954 222157 6094 5639 4887 752 3121 3072 924 771 2148 107 74 21933 11815 3323 2069 1216 1001 215 215 853 827 179 8492 7274 1218 1254
is_linear=0
shrinkage=0.1


Tree=1534
num_leaves=31
num_cat=0
split_feature=3 1 1 5 6 5 5 5 2 0 2 0 0 5 5 2 6 3 2 5 0 5 2 5 5 2 2 4 5 5
split_gain=2.93223e+12 1.78898e+13 9.03335e+13 4.6416e+13 3.67557e+13 3.65143e+13 6.50969e+13 4.57032e+13 6.08184e+13 3.89134e+13 2.56391e+13 2.53738e+13 6.5743e+13 4.16309e+13 7.23051e+13 3.49338e+13 3.04743e+13 4.01875e+13 3.7789e+13 4.37424e+13 3.50763e+13 2.70123e+13 2.658e+13 2.58417e+13 2.4026e+13 2.3477e+13 4.71254e+13 2.31587e+13 6.43821e+13 5.27093e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 100.05000000000001 1.5000000000000002 114.05000000000001 104.75000000000001 161.85000000000002 6.5000000000000009 54.725565150000001 3.5000000000000004 54.725565150000001 54.708501450000007 91.050000000000011 85.91500000000002 5.5000000000000009 1.5000000000000002 15.500000000000002 7.5000000000000009 73.995000000000019 54.736324100000012 61.020000000000003 6.5000000000000009 100.05000000000001 84.030000000000015 3.5000000000000004 9.5000000000000018 2.5000000000000004 68.52500000000002 65.905000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 24 6 11 8 -7 -10 -8 12 23 14 15 -14 17 -13 20 21 -18 -20 -17 27 -3 -9 -27 28 29 -2
right_child=1 2 -4 -5 -6 7 10 25 9 -11 -12 16 13 -15 -16 22 18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-91.295518814361316 11601.199678507735 -16465.09329946955 86.49312843091468 -84488.406688368064 -2.8710118669555302 -127131.99975260417 155781.82536764708 117817.13933423914 14909.032729867788 -109724.81093750001 49934.55671700614 1325.2689439644228 597.63278385416675 -14616.940390766533 246268.20204190342 176114.21920072116 -79864.072722103738 80792.072066556488 5437.59993444056 61840.141894531254 -14284.948469682175 -68027.101613230523 64908.857351783015 117308.49828869049 -60499.415258599809 -73809.372255067559 98141.533649553574 -13121.41725265672 58411.376535505595 -21060.051414499721
leaf_weight=1938624 2565 3139 2366053 90 1680 75 34 23 104 33 70 3038 75 69 22 26 152 65 143 92 176 77 124 21 129 37 28 542 246 612
leaf_count=1938624 2565 3139 2366053 90 1680 75 34 23 104 33 70 3038 75 69 22 26 152 65 143 92 176 77 124 21 129 37 28 542 246 612
internal_value=0 74.379 58.0114 -13318.2 -12023.7 4667.71 5929.07 -29594.9 -54741.9 -15112.3 84538.5 4912.86 10151.3 54056.4 73240.4 56322.2 -1107.95 2989.9 -20976.1 3938.41 -44675.3 -20275 84184.5 6670.65 -18203.3 30986.5 261.787 6084.67 9125.77 5309.51
internal_weight=0 2.37954e+06 2.37109e+06 5038 4948 8449 8149 300 212 137 104 8045 4302 316 247 225 3743 3103 640 312 328 220 150 3986 3268 88 65 3965 3423 3177
internal_count=4318164 2379540 2371091 5038 4948 8449 8149 300 212 137 104 8045 4302 316 247 225 3743 3103 640 312 328 220 150 3986 3268 88 65 3965 3423 3177
is_linear=0
shrinkage=0.1


Tree=1535
num_leaves=31
num_cat=0
split_feature=3 1 3 3 0 1 6 0 1 1 1 0 1 1 0 6 0 3 2 5 1 1 5 5 1 0 1 5 0 1
split_gain=2.9239e+12 1.62772e+13 4.73987e+13 4.79737e+13 6.34868e+13 1.04043e+14 7.19536e+13 1.01908e+14 6.66448e+13 5.75779e+13 8.77799e+13 6.67843e+13 5.4731e+13 1.54521e+14 8.6974e+13 6.66964e+13 2.04202e+14 4.17159e+13 7.64801e+13 9.08746e+13 5.84284e+13 6.58174e+13 8.02724e+13 1.18704e+14 4.45826e+13 5.726e+13 4.04291e+13 5.58377e+13 3.98873e+13 3.95731e+13
threshold=10.500000000000002 37.869926150000005 14.500000000000002 13.500000000000002 55.701368300000006 60.479177250000006 1.5000000000000002 55.719391050000006 52.307266200000008 38.096381250000007 38.422276900000007 55.86787755000001 38.096381250000007 37.914142000000005 55.628356700000005 1.5000000000000002 55.416472000000006 11.500000000000002 9.5000000000000018 150.04500000000004 60.628582700000003 60.55755580000001 84.030000000000015 96.015000000000015 65.520339550000017 55.002082750000007 82.897133550000021 74.610000000000014 57.147575200000006 38.151577750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 17 12 6 9 29 -9 -6 11 -11 13 -5 -14 16 -15 18 20 -20 21 -3 -23 -24 -22 26 -26 -28 -7 -8
right_child=1 2 -4 4 5 28 7 8 -10 10 -12 -13 14 15 -16 -17 -18 -19 19 -21 24 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=64.065273856085156 278.58331450547337 2623.0729947109121 -43.16573739866736 -14466.574779179959 -40496.681694650542 -3567.319432348967 53625.065725906847 -6998.0540427257411 -27983.105749113289 155848.61562500001 -19074.085926388401 6243.2624590899495 -1419.9655969706409 -130266.44655064175 -51300.129568050412 11693.856611162139 67756.423732703144 471.71032052776957 -11393.240420295719 -79855.065851562511 -20553.33380477022 16648.022640072009 255420.94106570515 42200.872992484183 12710.802643393756 8976.5164235430202 -6922.3268298425319 -39681.070301642336 9510.9610782811778 -25080.259915865387
leaf_weight=2688514 657534 8848 801256 1161 1327 13639 353 10201 1777 50 3435 74 27931 56 354 706 743 83201 6342 200 1917 332 39 79 534 2321 1571 778 2813 78
leaf_count=2688514 657534 8848 801256 1161 1327 13639 353 10201 1777 50 3435 74 27931 56 354 706 743 83201 6342 200 1917 332 39 79 534 2321 1571 778 2813 78
internal_value=0 -105.692 -365.613 -1877.75 -4024.19 -7024.16 -12439.7 -8392.27 -10111.3 -22718.8 -16090.2 66568 -753.224 12943.8 -2044.24 34089 53877.5 -569.642 -4343.06 -13486.2 -700.052 4520.48 41827.6 112672 -7516.57 -2714.22 -12126 -17772.2 -1331.17 39381.4
internal_weight=0 1.62965e+06 972116 170860 64698 33747 17295 12409 11978 4886 3559 124 30951 2666 28285 1505 799 106162 22961 6542 16419 9298 450 118 7121 5204 2883 2349 16452 431
internal_count=4318164 1629650 972116 170860 64698 33747 17295 12409 11978 4886 3559 124 30951 2666 28285 1505 799 106162 22961 6542 16419 9298 450 118 7121 5204 2883 2349 16452 431
is_linear=0
shrinkage=0.1


Tree=1536
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 5 3 5 0 3 1 6 3 0 3 0 3 3 0 0 4 3 3 1 0 5 0 1 0
split_gain=3.27923e+12 1.90192e+13 6.94003e+13 1.05423e+14 1.45053e+14 9.77889e+13 9.39205e+13 6.78136e+13 6.58965e+13 6.20599e+13 1.32485e+14 1.41356e+14 7.94252e+13 9.17914e+13 1.22156e+14 6.5477e+13 9.98619e+13 8.60722e+13 7.50426e+13 1.23948e+14 1.00319e+14 7.04346e+13 6.66757e+13 1.02432e+14 1.27877e+14 1.17479e+14 6.92139e+13 6.60297e+13 6.57782e+13 6.3036e+13
threshold=43.574807850000006 50.388877400000005 52.307266200000008 56.367862600000002 55.695992150000002 50.888703650000004 87.395000000000024 10.500000000000002 137.05000000000004 56.663136550000011 5.5000000000000009 49.323301500000007 1.5000000000000002 18.500000000000004 55.842510000000011 18.500000000000004 56.338501050000012 16.500000000000004 11.500000000000002 55.842510000000011 56.301440000000007 1.5000000000000002 5.5000000000000009 7.5000000000000009 49.201680550000006 56.301440000000007 107.05000000000001 56.24640500000001 47.208373000000009 58.242297500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 -3 -6 -7 -9 12 29 -12 15 -14 -15 16 17 18 19 -2 -20 -17 -21 25 26 28 -25 -19 -24 -11
right_child=1 2 -4 -5 6 7 -8 8 -10 10 11 -13 13 14 -16 21 -18 27 20 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-87.788170479295275 -451.78087680409254 -24594.886058908643 25.576651000513991 1612.0246998060002 -23378.1608802997 729.73313027250992 -109093.34140625001 -25024.175700418746 -187154.37367788464 -44430.269435077207 62469.656634587125 -3780.6894515361523 1175.0042797666356 14681.176662472348 -5122.6148668132337 -89.622771625771293 -11461.176339717807 7794.958350044064 -4895.2658580560483 -6837.9008434974548 -57327.69405416667 -9789.6020385443353 -48112.997920925816 8811.5106836454779 50115.864195381611 101431.60631760818 -77422.843614309211 35275.50563995332 42283.048870079627 -12771.288075080265
leaf_weight=2143177 32754 2117 1703034 14872 4050 10942 132 700 26 1106 372 2399 320472 11026 4341 13296 6794 5462 13561 1298 375 17131 107 4593 809 299 95 1041 325 1458
leaf_count=2143177 32754 2117 1703034 14872 4050 10942 132 700 26 1106 372 2399 320472 11026 4341 13296 6794 5462 13561 1298 375 17131 107 4593 809 299 95 1041 325 1458
internal_value=0 86.5042 -62.2255 -4615.65 -9770.55 -4821.59 -26083.7 -1233.99 -30830.5 674.451 -10045.3 5113.26 806.292 1537.03 9086.83 -1699.41 36.3871 1322.88 18.9238 2207.26 -6306.16 -5550.9 13779.7 18076.7 13400 53244.8 7064.01 12194 19893.3 -26427.6
internal_weight=0 2.17499e+06 1.73587e+06 32839 17967 13785 4182 11668 726 439114 5335 2771 433779 335839 15367 97940 67513 60719 54216 40280 13936 30427 7526 6228 5497 731 4688 6503 432 2564
internal_count=4318164 2174987 1735873 32839 17967 13785 4182 11668 726 439114 5335 2771 433779 335839 15367 97940 67513 60719 54216 40280 13936 30427 7526 6228 5497 731 4688 6503 432 2564
is_linear=0
shrinkage=0.1


Tree=1537
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 1 3 5 5 5 6 3 5 0 3 3 0 1 3 3 0 5 3 3 4 5 4 5 5
split_gain=3.04839e+12 5.27779e+13 8.01156e+13 2.93915e+14 9.85204e+13 8.93771e+13 1.3375e+14 9.75252e+13 7.08664e+13 8.33334e+13 6.99853e+13 6.89878e+13 5.7539e+13 5.40233e+13 5.08048e+13 4.54922e+13 5.86436e+13 5.52324e+13 8.06054e+13 1.38106e+14 1.52437e+14 6.13754e+13 4.61814e+13 5.6496e+13 4.48812e+13 4.1884e+13 7.01415e+13 8.59043e+13 5.90964e+13 4.18567e+13
threshold=49.111504200000006 49.201680550000006 55.801980100000009 55.793358600000012 49.177301950000007 9.5000000000000018 49.148175700000003 6.5000000000000009 116.06000000000002 63.455000000000005 36.715000000000011 1.5000000000000002 18.500000000000004 69.015000000000015 55.834684950000003 17.500000000000004 23.500000000000004 55.674875350000008 49.148175700000003 7.5000000000000009 4.5000000000000009 55.769960200000007 72.010000000000005 15.500000000000002 7.5000000000000009 1.5000000000000002 64.020000000000024 2.5000000000000004 78.710000000000022 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 14 6 7 10 9 -7 -5 15 13 -6 -4 17 -17 -2 19 20 -19 22 -20 -24 -9 -12 -27 28 -28 -29
right_child=1 -3 4 5 12 8 -8 24 -10 -11 25 -13 -14 -15 -16 16 -18 18 21 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-74.028917877165881 -30814.557575520834 6.7370858162326899 5163.4666546063845 -52720.573066907054 -17244.757838688463 29617.19981787412 -16124.481542635833 -128864.45123355264 -79253.441639122611 65107.187352374269 195883.80524384472 5692.9416468638901 11751.513195348671 -53324.592325822421 -9119.6020671223123 -14341.175624669146 5820.8913609729498 -10385.155635480183 4102.1512936096387 -11895.664202546837 157475.08183593751 -25245.370865694575 27409.826029382864 138927.64426223468 30544.405027817236 2765.4995605468753 336959.63710937503 28480.641894531251 117273.32537704469 138479.42820723684
leaf_weight=2430983 375 1835629 9346 39 2228 2694 880 38 52 877 33 20051 540 510 3395 5217 1994 82 1566 201 159 589 318 53 33 88 24 88 25 57
leaf_count=2430983 375 1835629 9346 39 2228 2694 880 38 52 877 33 20051 540 510 3395 5217 1994 82 1566 201 159 589 318 53 33 88 24 88 25 57
internal_value=0 95.3608 3251.01 5897.91 -2620.28 28562.9 6123.75 52190.7 36645.5 38333.2 73643.8 2248.41 -18081.5 -23965.3 1357.56 -4295.68 -8765.92 5346.82 9915.72 49312.1 100361 3022.14 11617.7 43340.9 -54773 89288.9 76815.1 110405 224875 71721.5
internal_weight=0 1.88718e+06 51552 35533 16019 4928 1305 425 3623 3571 354 30605 3278 2738 12741 10554 7211 3343 2968 442 241 2526 1937 371 71 315 282 194 49 145
internal_count=4318164 1887181 51552 35533 16019 4928 1305 425 3623 3571 354 30605 3278 2738 12741 10554 7211 3343 2968 442 241 2526 1937 371 71 315 282 194 49 145
is_linear=0
shrinkage=0.1


Tree=1538
num_leaves=31
num_cat=0
split_feature=3 5 0 1 1 0 5 1 5 3 5 5 1 5 1 5 5 0 1 1 0 5 1 5 5 0 2 0 5 5
split_gain=3.10463e+12 7.12754e+12 9.37512e+12 1.80416e+13 2.27356e+13 1.78558e+13 1.94521e+13 1.95862e+13 2.01792e+13 1.66704e+13 5.2423e+13 1.49577e+13 1.3806e+13 2.12956e+13 1.29468e+13 1.32845e+13 9.63326e+13 2.46098e+13 1.50453e+13 1.29521e+13 3.11545e+13 2.03713e+13 1.73284e+13 4.38134e+13 3.10985e+13 1.94426e+13 1.89126e+13 1.81874e+13 1.63823e+13 1.50627e+13
threshold=2.5000000000000004 42.005000000000003 45.03656895000001 41.900971000000006 43.808567100000012 45.022371150000005 125.85000000000001 39.071052600000009 61.405000000000008 1.5000000000000002 81.00500000000001 101.05000000000001 38.975980350000007 95.020000000000024 39.488326500000007 104.75000000000001 99.555000000000021 43.592450450000008 39.726951800000002 38.959914000000005 45.005863250000004 49.505000000000003 38.975980350000007 78.710000000000022 96.015000000000015 45.005863250000004 1.5000000000000002 45.013473000000012 81.910000000000011 48.945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 11 14 7 8 -7 10 -10 -5 13 -11 19 16 18 -17 -16 20 -3 -22 23 25 28 -21 -26 -25 -24 -27
right_child=-2 2 -4 4 -6 6 -8 -9 9 12 -12 -13 -14 -15 15 17 -18 -19 -20 22 21 -23 24 27 26 29 -28 -29 -30 -31
leaf_value=-433.04825205175024 -13.903229578968288 -622.06513172575239 1654.4020808323335 12028.467842435137 -3751.6030296604463 -10490.478752785168 77843.533167613641 23842.510427314544 -36729.04193203125 -58038.767771875137 127546.47629076087 55252.655861646082 -30306.62438103171 -165424.17246093752 -28118.731439447562 99845.815120967745 -202588.82752403847 -12721.030701622598 -3245.7186641856138 63948.841706949868 13973.76127232143 -86950.206314871655 3987.9770803438569 51094.225055803574 -15523.66015625 36193.922115789486 -138626.68059895834 164085.47042699356 83299.990521014188 -17010.934219650549
leaf_weight=46486 4205107 2465 57419 1159 1341 696 22 107 125 115 23 86 136 22 307 31 26 52 1170 60 28 70 735 28 26 79 24 29 27 163
leaf_count=46486 4205107 2465 57419 1159 1341 696 22 107 125 115 23 86 136 22 307 31 26 52 1170 60 28 70 735 28 26 79 24 29 27 163
internal_value=0 517.125 1180.62 -1791.83 5282.99 -4578.23 -15353.7 -17028.8 -20944 -38225.8 -11199.7 15014.2 -52877.3 -75283.1 -2054.51 -9623.91 -11774.6 29322 -8415.67 1160.57 -2820.38 -58114.8 9873.78 28168.8 1785.23 12991.6 -74613.1 108581 6798.25 357.593
internal_weight=0 113057 66571 9152 2586 6566 1246 1224 1117 421 148 1245 273 137 5320 1586 1503 83 1477 3734 2563 98 1171 359 812 302 50 57 762 242
internal_count=4318164 113057 66571 9152 2586 6566 1246 1224 1117 421 148 1245 273 137 5320 1586 1503 83 1477 3734 2563 98 1171 359 812 302 50 57 762 242
is_linear=0
shrinkage=0.1


Tree=1539
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 3 0 0 0 0 1 1 1 5 3 5 3 4 0 0 3 0 1 1 0 1 4 0
split_gain=2.77734e+12 3.36448e+13 1.13157e+14 1.00905e+14 2.93647e+14 2.34168e+14 1.14352e+14 3.42065e+14 1.03335e+14 3.83962e+14 1.55294e+14 2.79994e+14 1.54872e+14 2.1586e+14 2.07574e+14 1.76815e+14 1.46632e+14 1.44296e+14 1.72401e+14 1.31925e+14 1.17424e+14 1.99118e+14 1.81405e+14 1.47043e+14 1.94084e+14 2.36017e+14 1.45813e+14 1.34822e+14 1.08208e+14 1.00577e+14
threshold=37.39371280000001 37.098288800000006 56.802385350000009 55.87722990000001 37.362912300000012 55.899899800000007 55.91302515000001 18.500000000000004 55.645049100000001 55.628356700000005 55.299834250000011 44.982728700000003 37.275078000000001 37.342273500000012 37.362912300000012 54.410000000000004 3.5000000000000004 63.005000000000003 6.5000000000000009 2.5000000000000004 55.820531900000013 55.769960200000007 4.5000000000000009 55.826364100000013 37.275078000000001 37.328003200000005 55.674875350000008 37.275078000000001 2.5000000000000004 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -6 7 -7 9 10 11 -3 -11 -14 -15 -16 -12 -10 20 -20 21 22 -19 -22 -25 -26 -24 -23 -17 -18
right_child=-2 2 -4 4 5 6 -8 -9 17 12 16 -13 13 14 15 28 29 18 19 -21 23 27 26 24 25 -27 -28 -29 -30 -31
leaf_value=-143.24999094945369 -33.767990891344375 613.31766328091351 -150191.30408163267 5416.9800630059162 172789.86439732145 230860.49572916669 -4287.3105678777829 33357.532506268726 835.46263790313333 -4975.627674732963 59919.761914495379 -28759.721684518394 70924.992602437196 -29318.138842401648 10874.892113263857 128527.37672439631 23056.911575392991 -62808.96494651246 -29038.789892286302 -7366.2089246227088 -124585.6083304073 216261.35965788958 295346.5115451389 -36006.586089004086 277333.51040219906 -9717.4469390368849 48797.072434365924 7160.7347656250004 41585.109063990589 3122.8710344080632
leaf_weight=535096 3667889 32200 49 13153 154 105 365 532 32568 885 564 3609 1468 591 786 279 3330 153 4183 8549 89 109 27 214 54 61 215 43 294 10550
leaf_count=535096 3667889 32200 49 13153 154 105 365 532 32568 885 564 3609 1468 591 786 279 3330 153 4183 8549 89 109 27 214 54 61 215 43 294 10550
internal_value=0 190.469 1740.85 1805.52 9663.91 57985.6 40341 65913 690.216 3638.39 1183.52 -2347.04 32307.8 41961.3 20156.8 41672.4 9936.34 -2786.29 -11397.9 -14486.6 29353.4 59847.1 22420.1 -10550.9 20297.4 125072 76304.7 157108 83918.3 7905.32
internal_weight=0 650275 115179 115130 14309 1156 1002 637 100821 54556 50253 35809 4303 3418 1950 1359 14444 46265 13697 12732 965 547 395 418 329 115 242 152 573 13880
internal_count=4318164 650275 115179 115130 14309 1156 1002 637 100821 54556 50253 35809 4303 3418 1950 1359 14444 46265 13697 12732 965 547 395 418 329 115 242 152 573 13880
is_linear=0
shrinkage=0.1


Tree=1540
num_leaves=31
num_cat=0
split_feature=0 3 0 3 1 0 2 5 1 5 5 5 0 5 1 0 1 4 3 0 0 1 0 1 5 1 1 0 3 1
split_gain=2.77753e+12 2.55956e+13 2.43338e+13 2.49483e+13 7.30839e+13 4.24174e+13 3.66249e+13 3.26809e+13 3.11498e+13 2.81981e+13 2.57055e+13 2.32387e+13 4.72091e+13 1.33267e+14 6.89329e+13 2.18049e+14 1.47334e+14 3.03479e+14 2.45195e+14 2.04131e+14 3.87751e+14 4.7214e+14 2.2018e+14 1.63758e+14 1.58648e+14 1.37281e+14 1.74909e+14 1.30962e+14 1.46878e+14 2.09208e+14
threshold=55.576287050000012 26.500000000000004 55.56564190000001 32.500000000000007 37.542000650000013 55.160271200000004 6.5000000000000009 37.995000000000012 37.533784800000006 27.010000000000002 48.945000000000007 58.305000000000007 55.842510000000011 44.005000000000003 37.692869000000009 55.591389050000011 37.39371280000001 1.5000000000000002 8.5000000000000018 55.777112100000004 55.762622900000004 37.597123000000003 55.751981950000008 37.642309100000013 45.985000000000007 37.597123000000003 37.559851850000008 55.645049100000001 22.500000000000004 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 7 -5 -6 10 -7 -3 12 13 -2 15 -15 -17 24 19 20 22 -22 -19 25 -18 26 -24 -26 29 -29
right_child=11 2 -4 4 5 9 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 18 -20 -21 21 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=91.395373951970996 184.83512951344727 4256.7215221781889 -56511.283664869232 27691.148081308042 -89032.448521959464 -10426.247550675676 -17883.660124847182 11250.47221713977 -8493.1583473288974 56509.093319593419 139085.57830528845 414.76512610622643 42.375155072570543 31480.739002254748 -2093.9379864916623 873.29072113284292 -13964.127427511707 15182.32273645808 -20697.791329682866 -25208.452178143805 3216.8903916309232 216044.89297538684 -95813.165788966056 118679.104765625 -38633.541996937005 -152933.85869917437 166611.12913851353 57380.130494606652 -1649.9803378078527 -4362.6791975583483
leaf_weight=2390224 224632 31 92 212 37 74 1048 267 6449 421 26 618828 941436 1443 85872 13426 2235 2555 22128 1610 211 206 81 40 364 176 37 1777 1432 794
leaf_count=2390224 224632 31 92 212 37 74 1048 267 6449 421 26 618828 941436 1443 85872 13426 2235 2555 22128 1610 211 206 81 40 364 176 37 1777 1432 794
internal_value=0 71.7372 -5355.93 -4806.45 4787.23 28446.1 -10215.5 -955.015 -7842.64 46502.6 65757.6 -89.6632 -329.698 -1305.37 -3796.28 -6809.44 -7983.23 -11517.3 -16209.8 3991.82 18212.2 108355 5200.89 -71154 7704.53 -96981.7 -13527.6 18794.4 24016.4 38312.1
internal_weight=0 2.39888e+06 8657 8565 2059 799 1260 304 6506 495 57 1.91928e+06 1.30046e+06 359019 134387 48515 47072 33646 27044 4916 3306 417 2889 334 6602 294 118 4367 4003 2571
internal_count=4318164 2398881 8657 8565 2059 799 1260 304 6506 495 57 1919283 1300455 359019 134387 48515 47072 33646 27044 4916 3306 417 2889 334 6602 294 118 4367 4003 2571
is_linear=0
shrinkage=0.1


Tree=1541
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 1 0 3 5 0 3 3 1 0 1 0 0 5 2 0 0 5 2 1 0 3 0 3 3 1
split_gain=3.26479e+12 1.98432e+13 2.54247e+13 5.01223e+13 4.9191e+13 4.30346e+13 4.08439e+13 5.28597e+13 3.86664e+13 3.77309e+13 6.50369e+13 4.74659e+13 3.60789e+13 2.96881e+13 2.86238e+13 2.84099e+13 6.51182e+13 3.09516e+13 2.64969e+13 4.34275e+13 7.89869e+13 3.6778e+13 4.04492e+13 2.73569e+13 2.96548e+13 2.63026e+13 2.54179e+13 6.38503e+13 1.17696e+14 1.04778e+14
threshold=25.500000000000004 55.601678500000013 53.310923100000004 82.926290250000008 82.966612450000014 82.91993380000001 55.010031850000011 30.500000000000004 54.035000000000004 51.67657710000001 31.500000000000004 32.500000000000007 82.959896850000021 55.002082750000007 39.262370300000008 55.034903650000011 55.043101600000007 57.405000000000008 24.500000000000004 55.025681450000008 55.055104550000003 88.015000000000015 11.500000000000002 82.945329900000004 55.020029900000004 26.500000000000004 55.719391050000006 29.500000000000004 27.500000000000004 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 12 6 7 8 -4 -2 14 -12 18 25 -11 -8 -17 -18 19 23 -21 -22 -23 24 -5 -10 27 28 29 -3
right_child=1 26 3 4 -6 -7 15 -9 13 10 11 -13 -14 -15 -16 16 17 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.52008762608982 -2186.4810396590324 -47897.950777899052 -11879.844340371752 30594.030281908963 -7543.1139912404687 -60827.658238579825 15348.115568778994 18811.061916730854 -2163.51622820173 116844.28398437501 -71580.843885396316 56663.083758223685 47679.5272022891 -62509.019501481976 24943.500222567265 -95782.101923076931 -12058.990101165848 5858.3451337408496 -8748.9675039900103 -18737.809885239374 19313.875494876054 194885.34068509616 41108.862117187498 147.93742130824498 98535.94877511161 -37930.856546546318 710.72575633985559 2938.7684648373697 70036.046218372954 28659.886545871497
leaf_weight=4243674 2332 255 2139 781 2629 157 800 394 315 35 120 38 243 285 1070 78 2017 1847 752 840 528 26 50 280 70 592 47875 6916 428 598
leaf_count=4243674 2332 255 2139 781 2629 157 800 394 315 35 120 38 243 285 1070 78 2017 1847 752 840 528 26 50 280 70 592 47875 6916 428 598
internal_value=0 656.296 -2191.5 -4021.24 2837.45 -8951.32 -7989.39 -15825.8 -19922.7 5352.91 19273.6 -40737.4 10481.9 -34355.4 27854.4 -1833.64 -5320.55 -3494.47 7764.98 12587.7 1094.48 28675.8 93716.6 27261.6 36182.7 -25508.9 1591.71 6737.17 27244.4 5773.31
internal_weight=0 74490 18418 14823 6199 8624 8467 3725 3331 3595 1263 158 3570 1192 1105 4742 3942 3864 3327 2575 1444 604 76 1131 851 907 56072 8197 1281 853
internal_count=4318164 74490 18418 14823 6199 8624 8467 3725 3331 3595 1263 158 3570 1192 1105 4742 3942 3864 3327 2575 1444 604 76 1131 851 907 56072 8197 1281 853
is_linear=0
shrinkage=0.1


Tree=1542
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 3 0 2 3 6 3 3 3 0 1 0 3 1 1 2 0 0 2 6 3 0 5 0 3
split_gain=3.09196e+12 1.69176e+13 5.43726e+13 6.55647e+13 6.51795e+13 5.66966e+13 5.2536e+13 4.91379e+13 4.27355e+13 9.79479e+13 3.72992e+13 5.32327e+13 4.15181e+13 5.66849e+13 3.97986e+13 3.68379e+13 6.67853e+13 8.71922e+13 6.19366e+13 5.99268e+13 5.5997e+13 5.13298e+13 6.99319e+13 8.25643e+13 5.75157e+13 7.73361e+13 5.96584e+13 9.35099e+13 5.19045e+13 4.31285e+13
threshold=96.015000000000015 94.040000000000006 39.007683500000006 30.451272450000005 82.95335685000002 82.902675200000019 16.500000000000004 59.982527000000012 3.5000000000000004 6.5000000000000009 1.5000000000000002 10.500000000000002 21.500000000000004 14.500000000000002 55.349623500000007 30.305955500000003 60.029906750000002 18.500000000000004 30.315880100000005 30.160599000000001 8.5000000000000018 59.939091550000008 59.963407450000012 7.5000000000000009 1.5000000000000002 22.500000000000004 59.882016200000002 95.020000000000024 59.916647550000008 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 5 -4 8 10 -7 -10 12 -12 13 -5 -15 16 19 -18 20 29 -17 24 23 -23 25 -20 27 -26 -28 -3
right_child=-2 2 4 7 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 18 17 -19 21 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=3.0842133897856634 -446.72431277994502 45859.497816745927 10042.994025465461 15520.664965391996 -6743.658126860144 16624.628182592147 910.50254112929895 -80542.482248236207 256210.53044354837 65671.472693986623 1825.5115008206112 -24340.877865018461 26902.653327593343 16645.881166608146 -61604.655331788119 37546.076259765621 -10598.453548177084 151183.12103074597 -81687.944381841793 -33495.223693632368 148222.88040161133 61368.16739139767 14380.469110576923 277243.71365411935 3136.3778285015064 71587.489710365859 -163594.26041370741 177348.64641262757 -927.03374913674043 -9759.4726576293251
leaf_weight=4151454 149570 230 7041 399 2308 117 189 98 31 208 1243 2076 532 89 241 160 72 62 167 567 64 91 403 22 83 41 22 49 181 354
leaf_count=4151454 149570 230 7041 399 2308 117 189 98 31 208 1243 2076 532 89 241 160 72 62 167 567 64 91 403 22 83 41 22 49 181 354
internal_value=0 16.0286 3151.26 -3430.19 7971.27 12448.2 43521.8 -10478 66144 90385.7 -8978.78 -14541.3 5661.95 -9838.81 -40500.7 9408.44 -2559.3 64255.7 21394.8 -10337.9 69168 11289.8 33874.4 103397 -10171.8 -51475 15473.2 67806.1 -18556 12145.3
internal_weight=0 4.16859e+06 17140 7246 9894 7586 545 4678 356 239 4580 3319 1261 729 330 2568 1285 134 1283 1151 224 1059 516 113 543 208 335 132 203 584
internal_count=4318164 4168594 17140 7246 9894 7586 545 4678 356 239 4580 3319 1261 729 330 2568 1285 134 1283 1151 224 1059 516 113 543 208 335 132 203 584
is_linear=0
shrinkage=0.1


Tree=1543
num_leaves=31
num_cat=0
split_feature=2 3 5 1 0 1 6 0 4 5 0 1 0 1 5 1 5 1 4 1 2 5 5 4 1 1 0 5 5 0
split_gain=2.97984e+12 3.73683e+13 3.48946e+13 4.44399e+13 4.43402e+13 1.23125e+14 5.04917e+13 4.41028e+13 4.99209e+13 7.13732e+13 7.88128e+13 4.98037e+13 5.15424e+13 6.21616e+13 5.39816e+13 4.26975e+13 4.04203e+13 3.93894e+13 3.92325e+13 3.50535e+13 1.0697e+14 3.21174e+13 3.03978e+13 2.94437e+13 2.85843e+13 7.8747e+13 9.95796e+13 1.12881e+14 8.01491e+13 1.26071e+14
threshold=5.5000000000000009 7.5000000000000009 39.805000000000007 30.160599000000001 54.708501450000007 20.507360500000004 1.5000000000000002 59.932719750000011 2.5000000000000004 75.750000000000014 59.939091550000008 30.259484550000003 60.029906750000002 33.101335500000005 123.15000000000002 30.305955500000003 112.04500000000002 20.507360500000004 5.5000000000000009 30.305955500000003 6.5000000000000009 66.040000000000006 83.010000000000005 4.5000000000000009 37.777459000000007 37.615058950000012 55.946414150000003 84.030000000000015 81.00500000000001 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 4 5 21 17 18 9 -9 -11 -10 14 -14 16 -12 19 -6 -5 20 -13 -4 -15 -16 25 -1 28 -28 -27 -30
right_child=1 -3 3 7 6 -7 -8 8 11 10 15 12 13 22 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-222.95696159833903 2489.4537891956147 151.08955562690207 710.64944878472227 -5603.7624490093704 44018.397413793107 124682.89530564693 20329.449182397522 -19655.007507461378 66525.180592105258 249300.18828125001 -48165.451432291673 -75228.944055316097 99851.65365188953 15260.779724351416 78134.905859190039 94790.607109375007 -203185.83843315975 -91795.541558159734 100375.11883928571 -53740.676453228254 -331706.30453125003 -149059.91264880952 -87136.027575683605 -46821.479758522735 100.82072396828404 -3897.7300447317548 -17401.007417648168 -103965.49358093261 17150.547750446214 -26992.247434216966
leaf_weight=433316 6902 1811470 45 17646 29 114 409 534 38 20 39 87 43 53 33 45 27 81 35 227 20 21 64 44 1971987 67480 2575 160 3842 778
leaf_count=433316 6902 1811470 45 17646 29 114 409 534 38 20 39 87 43 53 33 45 27 81 35 227 20 21 64 44 1971987 67480 2575 160 3842 778
internal_value=0 96.496 -3627.51 -5775.63 18986.3 61753.2 4153.83 -6688.77 -24658.4 -4894.43 70895.5 -44484.6 -51538.7 -2964.15 -69282.9 28418.2 -85496.4 -55990 -5393.97 -75982.6 -123169 -46943.6 -40751.1 6731.26 -71.513 -740.29 -3735.8 -22465.1 -3025.33 9716.98
internal_weight=0 1.83803e+06 26556 19654 699 180 519 18955 1274 638 104 636 598 160 438 84 361 110 17681 334 107 66 117 77 2.48014e+06 508151 74835 2735 72100 4620
internal_count=4318164 1838026 26556 19654 699 180 519 18955 1274 638 104 636 598 160 438 84 361 110 17681 334 107 66 117 77 2480138 508151 74835 2735 72100 4620
is_linear=0
shrinkage=0.1


Tree=1544
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 0 0 5 0 0 0 0 5 0 3 0 5 0 5 1 3 0 1 2 0 4 5 3
split_gain=3.78816e+12 5.723e+13 4.81685e+14 5.19159e+14 3.83365e+14 2.34924e+14 3.55312e+14 2.25233e+14 3.19607e+14 2.04872e+14 1.94092e+14 1.72687e+14 1.15012e+14 9.3765e+13 8.90432e+13 7.67514e+13 6.61357e+13 6.41954e+13 6.40336e+13 6.18907e+13 5.37999e+13 5.68051e+13 7.82003e+13 5.31453e+13 5.30092e+13 4.97247e+13 4.78063e+13 4.44001e+13 7.98973e+13 1.69627e+14
threshold=37.889331900000009 37.971176850000006 55.727011600000004 55.695992150000002 55.784980300000008 55.708120100000009 37.914142000000005 55.455204450000004 55.619594000000006 53.385000000000012 55.719391050000006 55.628356700000005 55.173809400000003 55.734663800000007 74.010000000000005 56.197733450000008 18.500000000000004 44.732363600000006 38.905000000000008 45.254062050000009 80.00500000000001 37.914142000000005 22.500000000000004 55.755036050000008 37.914142000000005 10.500000000000002 56.663136550000011 2.5000000000000004 66.50500000000001 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 13 18 9 12 16 -7 -8 -10 17 -4 25 -6 -9 -2 -5 -19 27 22 -22 -15 -16 -13 -17 28 -20 -30
right_child=1 -3 4 5 15 6 10 8 11 -11 -12 14 -14 23 24 26 -18 19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=158.0467096832983 51138.237339089137 -2.7860763855765156 -101675.36160341461 3577.9343287413467 -9197.0595385261659 67982.30819097528 32786.122131563563 -42034.297626052219 73967.577705795047 185100.68147460939 -87358.132380470081 -11697.351055733079 58173.237909760355 -31225.407843991259 -56199.194846498584 -78619.744235989332 -87559.178521079215 -57025.905589057074 19695.813739676727 2667.271943768329 -4968.3944156113494 15548.324677191842 -115349.28549904337 -63727.334513056361 -9867.9982052715513 8085.933716084327 -23975.015929700185 37100.717717567568 64118.414503353932 -83139.453261181188
leaf_weight=1122372 264 3146949 348 5233 15032 426 1470 2109 252 230 148 4130 407 1144 612 245 376 180 5339 4955 186 396 98 898 414 1835 462 1314 122 218
leaf_count=1122372 264 3146949 348 5233 15032 426 1470 2109 252 230 148 4130 407 1144 612 245 376 180 5339 4955 186 396 98 898 414 1835 462 1314 122 218
internal_value=0 -55.5065 -3452.28 4177.28 -16378.2 17329.2 46965.8 -8674.89 -17977.4 109045 21796.4 -7360.46 6911.59 -53695.4 -10292 -10711.5 -48922.6 3047.26 12107.3 574.814 17924.3 -8928.26 -43057.6 -45518.6 -37504.2 -5611.46 -42911.3 20535.4 16702.6 -30299.9
internal_weight=0 3.19579e+06 48843 30714 18129 15180 2274 15534 9728 656 1618 7243 5806 2390 6991 15739 2485 5399 12906 5135 7673 680 284 2042 1026 5965 707 6993 5679 340
internal_count=4318164 3195792 48843 30714 18129 15180 2274 15534 9728 656 1618 7243 5806 2390 6991 15739 2485 5399 12906 5135 7673 680 284 2042 1026 5965 707 6993 5679 340
is_linear=0
shrinkage=0.1


Tree=1545
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 1 5 5 5 3 1 0 3 0 3 0 0 0 0 1 1 3 0 0 3 5 3 0 5
split_gain=3.75367e+12 2.50063e+13 3.62248e+13 3.72185e+13 2.04384e+14 1.22541e+14 8.75261e+13 7.97619e+13 6.0242e+13 5.24156e+13 6.37383e+13 7.76534e+13 1.24268e+14 7.82561e+13 7.06948e+13 6.73193e+13 5.86635e+13 5.8133e+13 6.54183e+13 6.18249e+13 5.0902e+13 4.79563e+13 6.26696e+13 4.77655e+13 4.91804e+13 4.69654e+13 4.65926e+13 4.64974e+13 4.58399e+13 4.57301e+13
threshold=38.781124500000011 38.096381250000007 56.501468900000013 55.07108800000001 55.110554300000004 58.305000000000007 38.633372000000001 87.395000000000024 110.05000000000001 53.995000000000012 11.500000000000002 38.233559750000005 56.054485600000007 23.500000000000004 55.777112100000004 26.500000000000004 55.745923000000012 56.320495600000008 56.338501050000012 56.24640500000001 38.151577750000008 38.422276900000007 5.5000000000000009 55.769960200000007 55.851332700000007 20.500000000000004 88.015000000000015 30.500000000000004 55.708120100000009 80.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 9 -8 -3 27 21 14 23 -14 16 -15 28 19 -19 -16 -21 -11 26 25 -25 -13 -23 -6 -12 -7
right_child=-2 2 -4 4 6 29 7 -9 -10 10 11 12 13 15 17 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=27.85540793977756 -61.372296555549283 -1053.3122110845343 -7719.2683562677412 17001.674394776514 1637.9539474415053 50994.584364661991 -5649.0252078333178 -70995.603601010313 -68088.06483850551 18772.545261691102 6868.7566492455553 24532.714879852872 118123.8134362509 -79359.332894965279 -25525.475653553945 134087.42443181819 126967.42580128205 9615.2580810976706 -158935.47890625001 -109093.17895123106 28717.677243041995 -5714.0477775145218 18094.297866720237 -22997.085098324496 26289.217373711919 -60375.291377943839 -91325.222304095645 -122915.85369791667 -68618.456760110304 112132.9865846333
leaf_weight=1222775 3012745 19256 3794 2287 32048 627 8471 191 135 6272 1501 1166 172 45 1022 22 39 568 24 165 32 1727 1661 738 279 69 66 30 85 152
leaf_count=1222775 3012745 19256 3794 2287 32048 627 8471 191 135 6272 1501 1166 172 45 1022 22 39 568 24 165 32 1727 1661 738 279 69 66 30 85 152
internal_value=0 141.64 1825.16 2284.4 3525.11 28669.5 2158.05 -7089.94 -1520.01 3836.33 8580.23 405.918 13849.1 82410.2 -9340.01 -9272.34 5802.56 -22927.3 2782.12 -35413 -86707.7 13561.6 4099.31 6572.87 -9476.06 19788.9 -8865.38 1521.47 2823.1 62924
internal_weight=0 1.30542e+06 82644 78850 59459 3066 56393 8662 19391 47731 15653 5927 2491 239 3436 67 1625 1811 592 1219 197 9726 3454 2252 1017 1235 1793 32078 1586 779
internal_count=4318164 1305419 82644 78850 59459 3066 56393 8662 19391 47731 15653 5927 2491 239 3436 67 1625 1811 592 1219 197 9726 3454 2252 1017 1235 1793 32078 1586 779
is_linear=0
shrinkage=0.1


Tree=1546
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 1 3 0 3 0 0 3 5 4 3 0 5 3 1 5 3 3 2 3 4 5 5 0
split_gain=3.04047e+12 2.3978e+13 8.45701e+13 1.11276e+14 8.881e+13 7.98003e+13 7.43455e+13 6.1725e+13 6.85059e+13 8.94643e+13 5.47251e+13 6.96064e+13 1.13423e+14 5.81631e+13 7.31399e+13 5.02267e+13 7.86066e+13 4.83817e+13 4.6681e+13 4.65602e+13 5.71985e+13 5.18205e+13 4.91443e+13 9.95046e+13 4.8216e+13 5.448e+13 4.36588e+13 6.37254e+13 4.34941e+13 4.24035e+13
threshold=38.781124500000011 38.975980350000007 45.254062050000009 55.801980100000009 45.112033650000008 3.5000000000000004 38.984911950000004 38.891822450000006 15.500000000000002 55.120365700000008 24.500000000000004 45.047272400000004 45.063245200000004 19.500000000000004 56.505000000000003 3.5000000000000004 14.500000000000002 55.078308950000007 85.91500000000002 18.500000000000004 38.950530550000003 81.00500000000001 6.5000000000000009 4.5000000000000009 1.5000000000000002 5.5000000000000009 2.5000000000000004 71.715000000000018 150.04500000000004 45.059881250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 29 -4 10 8 9 17 11 15 13 14 -13 -3 -17 -7 -9 20 22 -21 23 -6 25 -25 27 -12 -14 -2
right_child=1 6 3 -5 19 7 -8 18 -10 -11 26 12 28 -15 -16 16 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=127.47567576713018 -2814.8185202394056 -6520.5091433307234 665.70946252100214 569.42539308295454 13050.099136444707 -7709.8293998457057 -35.662465401762219 -21689.169709683447 120180.14366629464 -38307.990987593163 45615.645795691395 17503.741543253687 5018.0713466481538 -49794.912799337639 52351.102870699186 14363.828095568324 174077.44938322369 22859.162416969106 -67870.572278907552 34183.699699113175 -12948.635142622126 189992.14177083335 2761.6813047354563 88683.001373487918 68657.533459493847 -81388.108626302099 145831.64659455128 -139085.36867187501 -132673.31598165762 1440.1780345524742
leaf_weight=1305419 49722 4557 3220 11277 1788 1957 2872753 6119 42 771 283 1538 8977 92 990 163 38 704 227 74 799 30 1610 31 576 48 39 20 23 44277
leaf_count=1305419 49722 4557 3220 11277 1788 1957 2872753 6119 42 771 283 1538 8977 92 990 163 38 704 227 74 799 30 1610 31 576 48 39 20 23 44277
internal_value=0 -55.2351 -1421.08 -6704.81 -122.673 -12995.6 3.03541 -17475.1 -6759.7 -8313.15 6651.93 5825.21 9996.81 28308.1 31150.5 -4362.7 44558.4 377.57 -23341.1 12924.2 11505.2 79128.4 16326 25265.2 58609.6 -14651.3 46242.6 33424.2 4666.19 -810.558
internal_weight=0 3.01274e+06 123272 24317 98955 13040 2.88947e+06 9820 3474 3432 16720 16378 11620 2620 2528 4758 201 2661 6346 4956 4852 104 4053 2443 655 79 342 303 9000 93999
internal_count=4318164 3012745 123272 24317 98955 13040 2889473 9820 3474 3432 16720 16378 11620 2620 2528 4758 201 2661 6346 4956 4852 104 4053 2443 655 79 342 303 9000 93999
is_linear=0
shrinkage=0.1


Tree=1547
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 3 0 3 3 2 0 0 1 5 1 4 1 1 4 0 0 1 3 1 3 3 1 1 3 3
split_gain=3.06439e+12 2.01739e+13 2.30625e+13 4.3759e+13 2.48347e+13 3.02581e+13 2.27222e+13 3.0904e+13 2.06062e+13 1.91949e+13 1.9295e+13 2.36326e+13 2.7659e+13 1.88221e+13 4.06481e+13 7.44276e+13 4.8801e+13 6.02448e+13 1.64803e+14 4.63781e+13 7.99116e+13 6.16687e+13 6.57543e+13 1.10655e+14 2.19346e+14 1.94947e+14 1.4565e+14 1.0023e+14 1.04242e+14 7.05901e+13
threshold=64.020000000000024 63.855000000000011 30.346469350000003 30.388336800000001 30.332994000000003 22.500000000000004 59.846652800000008 8.5000000000000018 20.500000000000004 21.500000000000004 60.003414000000006 60.017447350000005 30.226173900000003 66.040000000000006 37.889331900000009 2.5000000000000004 82.91993380000001 82.871296800000025 3.5000000000000004 59.916647550000008 59.882016200000002 30.102666750000001 9.5000000000000018 30.332994000000003 8.5000000000000018 7.5000000000000009 30.305955500000003 30.346469350000003 7.5000000000000009 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 9 -6 -4 -8 -9 10 -3 12 -12 14 15 19 17 -16 -19 20 -2 -21 23 24 25 -23 -26 28 -25 -24
right_child=13 2 3 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 16 -17 -18 18 -20 21 -22 22 29 27 26 -27 -28 -29 -30 -31
leaf_value=16.840157626515289 -1587.4104012673924 15544.491362605684 9154.0391825907936 2012.424284802667 91346.629060570995 -27688.621006196121 -119513.59253551136 -15330.414008468879 -120475.39268465909 101293.22608695652 -127298.64896599264 3999.0861079881174 -11307.052569110578 -1.8715374121949666 506.46615295604852 -11710.311681545463 -5582.3488008671948 16941.443572793167 262185.89909319201 93277.04728056067 -32963.555375287709 -66805.142986505685 36021.176729961633 298674.70690104167 -65431.15686677632 108101.6134321733 -338820.29533203127 -5486.1847910922188 40606.268281249999 2855.7251963853346
leaf_weight=3327655 13663 1095 74 41214 81 29 55 122 22 23 34 238 52 842863 61326 9800 13941 1281 28 85 863 231 959 24 38 88 40 255 45 1940
leaf_count=3327655 13663 1095 74 41214 81 29 55 122 22 23 34 238 52 842863 61326 9800 13941 1281 28 85 863 231 959 24 38 88 40 255 45 1940
internal_value=0 44.6627 2195.83 1748.1 14164.1 59964.6 -38156.1 -55748.8 -31394.2 10670.3 9201.47 -12235.6 -57164.2 -158.891 -1424.06 -4682.18 -231.414 959.571 22187.3 -904.235 -3451.49 9082.65 7105.71 -19919.2 -55310.4 -18555 -205631 23446 130369 13827
internal_weight=0 3.37069e+06 43039 41487 1552 110 273 199 144 1442 1419 324 86 947470 104607 28031 76576 62635 1309 18231 14526 3705 3620 721 397 319 78 324 69 2899
internal_count=4318164 3370694 43039 41487 1552 110 273 199 144 1442 1419 324 86 947470 104607 28031 76576 62635 1309 18231 14526 3705 3620 721 397 319 78 324 69 2899
is_linear=0
shrinkage=0.1


Tree=1548
num_leaves=31
num_cat=0
split_feature=5 2 3 0 0 0 5 1 4 0 1 4 0 1 5 5 5 5 5 5 0 1 5 5 1 1 4 3 0 0
split_gain=2.76241e+12 2.73763e+13 3.81996e+13 4.95829e+13 9.13421e+13 8.12033e+13 1.04257e+14 5.63736e+13 4.85541e+13 4.6993e+13 6.40335e+13 5.55613e+13 4.67033e+13 7.03868e+13 4.44753e+13 4.3863e+13 4.04306e+13 6.97273e+13 5.02794e+13 5.89329e+13 4.00477e+13 3.75853e+13 3.45482e+13 3.51421e+13 6.92506e+13 5.89169e+13 3.87412e+13 3.30255e+13 3.37593e+13 4.55317e+13
threshold=68.00500000000001 1.5000000000000002 4.5000000000000009 54.947737500000009 55.806974650000008 47.222459950000008 114.05000000000001 82.975438000000011 4.5000000000000009 59.834458500000004 40.247294600000011 3.5000000000000004 44.039893800000009 39.630124250000001 70.00500000000001 161.85000000000002 77.715000000000018 80.815000000000012 89.00500000000001 123.15000000000002 55.769960200000007 30.160599000000001 161.85000000000002 225.45000000000002 83.006817700000013 47.473138800000008 4.5000000000000009 10.500000000000002 50.973130900000008 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 8 -4 7 -7 -5 10 12 15 13 -2 -15 -11 -16 -18 -19 -20 -10 -13 -12 24 25 -24 -27 28 -8 -30
right_child=1 -3 3 4 -6 6 27 -9 20 11 22 21 -14 14 16 -17 17 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=36.973000278531792 -106958.30303819446 18.131660122164288 -82.203984807412553 3339.5171700020783 -6552.1646440716195 -15318.605881629112 -117709.75162860577 2508.9108878796051 32278.862877682608 -29172.430484995788 -3399.1311944919189 115822.25764885981 8775.767613578193 162708.16145148026 -21399.201189903848 107516.63850911458 209900.06678385418 -64182.76609030331 118101.90219342521 -26796.507298018296 149984.86106026787 8713.1382935423953 13164.027302631579 -193.61443530933278 -57138.282656249998 95987.945542689733 238385.65183189657 -141235.98543882978 -6082.7205661349835 -84461.09308655755
leaf_weight=3557887 27 690234 8246 17198 16033 7880 65 2289 166 1076 8758 37 6869 38 65 24 30 34 89 41 35 286 57 222 40 56 29 47 180 126
leaf_count=3557887 27 690234 8246 17198 16033 7880 65 2289 166 1076 8758 37 6869 38 65 24 30 34 89 41 35 286 57 222 40 56 29 47 180 126
internal_value=0 -173.023 -2056.75 -3418.77 -1107.03 -7522.53 -13317.6 -11305.7 3910.61 1947.41 3463.94 -15482.6 10525.8 47627.4 61680.7 -26190.1 46858.1 69727.8 44086.6 72403.2 52774.9 20982.6 -2080.25 26510.8 59084.2 91822.9 144571 -62263.7 -52259.1 -38356.2
internal_weight=0 760277 70043 52265 33432 18833 10587 10169 17399 17778 16355 1423 7193 324 297 1100 259 194 164 130 201 323 9162 404 182 142 85 418 371 306
internal_count=4318164 760277 70043 52265 33432 18833 10587 10169 17399 17778 16355 1423 7193 324 297 1100 259 194 164 130 201 323 9162 404 182 142 85 418 371 306
is_linear=0
shrinkage=0.1


Tree=1549
num_leaves=31
num_cat=0
split_feature=2 6 3 1 0 5 0 0 4 3 1 3 3 1 0 0 5 0 1 1 0 1 3 5 0 3 5 4 0 1
split_gain=2.95811e+12 5.40994e+13 6.89726e+13 4.5585e+13 5.18639e+13 3.96e+13 6.3833e+13 4.4399e+13 5.90297e+13 6.06031e+13 7.36351e+13 5.87281e+13 9.26317e+13 5.97935e+13 5.33261e+13 3.70691e+13 4.79834e+13 3.68816e+13 4.56105e+13 6.53968e+13 6.50313e+13 7.04207e+13 4.58615e+13 5.55888e+13 3.86176e+13 5.76227e+13 3.80511e+13 3.67814e+13 4.47878e+13 5.05808e+13
threshold=1.5000000000000002 1.5000000000000002 9.5000000000000018 83.006817700000013 55.017213950000006 68.52500000000002 59.863160500000006 60.017447350000005 3.5000000000000004 8.5000000000000018 30.259484550000003 7.5000000000000009 8.5000000000000018 30.315880100000005 59.963407450000012 55.020029900000004 66.040000000000006 59.950068600000009 30.362552800000003 20.507360500000004 59.882016200000002 30.410108300000001 16.500000000000004 67.990000000000023 59.963407450000012 11.500000000000002 54.410000000000004 2.5000000000000004 59.963407450000012 30.362552800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 5 -4 -5 -3 -7 8 11 10 -10 27 13 -13 -12 -6 -17 18 19 -1 -20 -22 -23 -24 25 26 -19 -8 29 -29
right_child=-2 2 3 4 15 6 7 -9 9 -11 14 12 -14 -15 -16 16 -18 24 20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=8046.9303978102362 -31.320039207468451 750.93129239724419 -1753.2476593519202 1886.3276461915743 -23875.924175777207 -1293.6296091028878 -74948.016258249918 -3988.0172915276621 190856.68570963544 -60389.750278072039 25051.052409820106 244377.20029761904 -39594.89913776677 46022.347762784091 -82855.907127063678 -11283.035416032712 13447.457601859038 27840.961591045678 2213.2244393024475 -18800.732997549345 109048.1408482143 -39423.85577461675 25470.197555392398 185256.04130434783 11271.58079596085 -17052.792366190159 178609.10103058512 -5991.6652065834987 -77687.29856676604 -64569.757406381461
leaf_weight=1458 3777275 311408 75105 3921 1992 35687 300 1891 24 118 337 21 123 55 53 7516 876 26 93364 2402 105 106 408 23 2572 47 47 506 190 208
leaf_count=1458 3777275 311408 75105 3921 1992 35687 300 1891 24 118 337 21 123 55 53 7516 876 26 93364 2402 105 106 408 23 2572 47 47 506 190 208
internal_value=0 218.722 -259.204 -2738.68 -7912.47 372.534 -2609.67 -14885.1 -25534.3 2829.72 20848.8 -36289.6 14035.1 100831 10386.8 -11612.5 -8701.54 2311.5 1993.87 -8659.83 2431.33 34149.3 19504.3 33997.1 13858.7 69308.4 124911 -44607.4 -34538.6 -23056.4
internal_weight=0 540889 440331 89410 14305 350921 39513 3826 1935 532 414 1403 199 76 390 10384 8392 100558 97866 3860 94006 642 537 431 2692 120 73 1204 904 714
internal_count=4318164 540889 440331 89410 14305 350921 39513 3826 1935 532 414 1403 199 76 390 10384 8392 100558 97866 3860 94006 642 537 431 2692 120 73 1204 904 714
is_linear=0
shrinkage=0.1


Tree=1550
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 0 0 5 0 0 0 0 5 0 3 0 0 5 5 5 4 5 1 5 1 3 0 6
split_gain=3.00995e+12 4.70897e+13 3.90336e+14 4.20706e+14 3.12953e+14 1.90289e+14 2.8776e+14 1.82549e+14 2.58894e+14 1.6588e+14 1.57243e+14 1.39908e+14 9.30969e+13 8.90907e+13 7.28622e+13 6.59009e+13 5.35759e+13 5.19652e+13 5.18567e+13 5.17991e+13 4.90596e+13 4.75483e+13 4.54688e+13 4.42908e+13 9.42102e+13 4.35812e+13 4.60131e+13 6.33258e+13 4.35034e+13 4.23458e+13
threshold=37.889331900000009 37.971176850000006 55.727011600000004 55.695992150000002 55.795550600000006 55.708120100000009 37.914142000000005 55.455204450000004 55.619594000000006 53.385000000000012 55.719391050000006 55.628356700000005 55.173809400000003 55.734663800000007 76.00500000000001 56.197733450000008 18.500000000000004 44.732363600000006 50.973130900000008 38.905000000000008 118.33500000000002 132.05000000000004 1.5000000000000002 74.610000000000014 37.944765900000007 80.00500000000001 37.914142000000005 22.500000000000004 55.601678500000013 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 13 19 9 12 16 -7 29 -10 17 -4 -13 23 28 -2 -19 -5 -15 -16 -20 -6 -25 -21 27 -27 -9 -8
right_child=1 -3 4 5 15 6 10 8 11 -11 -12 14 -14 20 21 -17 -18 18 22 25 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=140.88042532437524 45991.364928736832 -1.6554076759013876 -91551.511454755411 3205.6995784054611 -5620.8572959371604 61167.841386076878 50878.912816867029 -49313.57334930799 66552.107649933358 166553.31129925273 -78649.004145111918 -5522.5392860096417 52319.889563325705 -38965.962739471768 -42560.729639840312 -38650.498852711724 -78833.031322071402 -41666.147014054011 19813.600195954976 18459.063971482621 118234.4111328125 64234.816663707388 -2636.7931511855531 -42332.708840451451 16529.011937844076 -4500.1316663516473 13969.906125710228 -103830.01694435587 -19851.291969276986 16022.193791249483
leaf_weight=1122372 264 3146949 348 5233 13055 426 568 1289 252 230 148 6153 407 2693 794 707 376 276 1197 6993 20 44 3662 920 386 186 396 98 820 902
leaf_count=1122372 264 3146949 348 5233 13055 426 568 1289 252 230 148 6153 407 2693 794 707 376 276 1197 6993 20 44 3662 920 386 186 396 98 820 902
internal_value=0 -49.4776 -3130.66 3737.45 -14766.5 15576.8 42249.8 -7832.07 -16206.9 98117 19599 -6651.38 6199.97 -43917.2 -9290.1 -8844.71 -44058.1 2723.25 498.751 10877.1 -37807.1 -36953.3 2893.79 -7377.35 -24935.6 16108.9 -8059.24 -38775.9 -37858.3 29490.6
internal_weight=0 3.19579e+06 48843 30714 18129 15180 2274 15534 9728 656 1618 7243 5806 3061 6991 15068 2485 5399 5135 12906 2713 838 4859 14361 1306 7673 680 284 2109 1470
internal_count=4318164 3195792 48843 30714 18129 15180 2274 15534 9728 656 1618 7243 5806 3061 6991 15068 2485 5399 5135 12906 2713 838 4859 14361 1306 7673 680 284 2109 1470
is_linear=0
shrinkage=0.1


Tree=1551
num_leaves=31
num_cat=0
split_feature=1 6 4 0 0 0 3 3 3 1 0 0 0 1 0 5 0 0 5 1 0 1 1 0 1 1 1 1 0 0
split_gain=2.90631e+12 2.81289e+13 4.70307e+13 7.65342e+13 1.77704e+14 1.20437e+14 1.22267e+14 1.89252e+14 1.30159e+14 1.79835e+14 2.23832e+14 2.90724e+14 2.25112e+14 1.82695e+14 1.49338e+14 1.33206e+14 1.87499e+14 1.95256e+14 2.41179e+14 1.44903e+14 1.15985e+14 1.4062e+14 1.26576e+14 1.14082e+14 1.10951e+14 1.01191e+14 2.06928e+14 9.86078e+13 1.81868e+14 9.77478e+13
threshold=38.633372000000001 1.5000000000000002 1.5000000000000002 55.141517900000004 54.959412650000012 55.576287050000012 12.500000000000002 13.500000000000002 8.5000000000000018 37.832345550000007 55.86787755000001 59.755965500000009 55.851332700000007 37.855187800000003 55.899899800000007 42.895000000000003 55.628356700000005 55.734663800000007 81.00500000000001 36.761894450000007 55.601678500000013 37.752451500000006 37.642309100000013 55.860536450000005 37.214886200000009 37.362912300000012 37.098288800000006 37.726745000000001 55.899899800000007 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 8 -8 -7 10 12 27 15 14 29 -10 19 18 -18 -17 21 -21 25 -14 -20 26 -22 -12 -29 -11
right_child=-2 2 3 5 -6 6 7 -9 9 13 11 -13 23 -15 -16 16 17 -19 24 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-519.22390184386086 -53.520792767443872 -437.01054058197678 -844.09967919244048 6852.7276957866043 -30040.23729352442 1818.3119121579068 29141.695283596593 2948.0316969610631 7904.3634720342907 -48131.537824563769 12691.727646913627 -5590.3083174853064 -63790.977216460211 2528.3481763181035 13001.030629123265 -109798.05182653357 -29378.704290647627 -5597.3697312309214 -62069.451659169834 -5884.670102893484 -14415.218501180012 -117964.54646647135 41581.896299614265 -19496.578477380466 53432.90169001653 -8979.6346669414997 127877.26571497542 -178293.76507211541 -7054.4463742187145 76958.157655747738
leaf_weight=443538 3029015 343768 90256 40383 2134 130341 2817 132450 3967 68 14872 39457 1153 14297 1350 108 9917 9093 99 1667 240 120 1368 1173 520 1628 178 65 1354 768
leaf_count=443538 3029015 343768 90256 40383 2134 130341 2817 132450 3967 68 14872 39457 1153 14297 1350 108 9917 9093 99 1667 240 120 1368 1173 520 1628 178 65 1354 768
internal_value=0 125.754 464.056 1081.3 -1518.46 1667.91 1100.6 3493.53 -283.832 -2932.1 -4747.02 -950.101 -11524.6 6645.03 33569.2 -9116.23 -11823.8 -16333.2 -25598.7 4849.13 7229.8 -13411 18033.9 -41453.3 34960 2289.18 46178.2 10288.5 -14898.4 66783.4
internal_weight=0 1.28915e+06 845611 501843 92390 409453 369070 135267 233803 103462 86979 55748 31231 16483 2186 28905 24938 19629 10536 5309 5201 1787 3414 2326 619 2046 418 16291 1419 836
internal_count=4318164 1289149 845611 501843 92390 409453 369070 135267 233803 103462 86979 55748 31231 16483 2186 28905 24938 19629 10536 5309 5201 1787 3414 2326 619 2046 418 16291 1419 836
is_linear=0
shrinkage=0.1


Tree=1552
num_leaves=31
num_cat=0
split_feature=3 1 1 3 3 1 3 6 1 3 5 1 2 2 5 1 0 3 0 0 0 0 5 0 0 1 1 6 0 1
split_gain=3.05407e+12 1.49554e+13 8.75054e+13 1.77543e+14 8.95413e+13 8.62361e+13 7.59966e+13 1.50927e+14 2.02371e+14 1.62839e+14 7.24461e+13 6.78869e+13 9.16004e+13 5.18703e+13 4.80364e+13 7.81354e+13 4.61321e+13 6.78959e+13 7.76455e+13 4.6043e+13 4.54548e+13 6.2834e+13 5.31466e+13 4.13974e+13 1.06872e+14 7.81649e+13 1.81989e+14 1.99191e+14 1.23573e+14 1.25078e+14
threshold=10.500000000000002 82.902675200000019 82.91993380000001 23.500000000000004 24.500000000000004 65.659480050000013 17.500000000000004 1.5000000000000002 82.907204800000002 21.500000000000004 68.52500000000002 82.911991800000024 14.500000000000002 12.500000000000002 66.990000000000023 82.907204800000002 54.986619450000006 16.500000000000004 55.061033200000004 55.055104550000003 54.986619450000006 55.02863030000001 89.00500000000001 55.043101600000007 55.039751500000008 82.926290250000008 82.940215400000014 1.5000000000000002 55.034903650000011 82.963712850000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 6 14 -2 11 10 9 -9 19 -3 16 -12 -5 -16 -13 18 -18 -8 -10 -22 -23 24 25 -4 27 -27 -28 -30
right_child=1 2 23 4 -6 -7 7 8 20 -11 13 12 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=65.475789403130221 -88.258958387179021 5739.3459243842372 -13372.933200081083 -20425.58430628862 -760.31167135541216 -4773.3872567104891 21065.491470428169 36847.982834847448 -95400.819774070944 252131.24172297298 62386.91058886097 -33836.332950967822 110743.72016140196 156627.48540721607 76454.888167842742 -93725.879633037868 25601.771467367143 66808.261972535678 -62369.883362023305 56233.469750533826 2925.8718714051329 -28660.525003094739 -123304.94960416667 -2015.9572768125327 13161.341969616084 45166.910827570595 705.95621645943959 5543.4532724637666 -31610.948141309811 -430.4965619232695
leaf_weight=2688514 1391726 7859 3989 782 7155 40428 719 697 74 37 157 134 127 93 31 208 670 324 118 772 708 284 75 65352 6951 1846 89117 4057 2446 2714
leaf_count=2688514 1391726 7859 3989 782 7155 40428 719 697 74 37 157 134 127 93 31 208 670 324 118 772 708 284 75 65352 6951 1846 89117 4057 2446 2714
internal_value=0 -108.019 707.752 6806.19 -4713.52 -220.515 14136.9 26425.8 6739.36 47700.1 47627.5 9323.58 29839.6 97444.4 -32416.9 -71652.2 21593.4 28272.9 12428.4 39274.5 -19610.5 -14354.2 -48433 -18.7855 1155.79 354.685 901.296 17934.6 -165.216 -15211
internal_weight=0 1.62965e+06 197496 21024 8176 1.43215e+06 12848 3616 1875 734 1741 9232 1373 250 1021 239 1246 1112 788 1491 1141 1067 359 176472 111120 104169 100180 5903 94277 5160
internal_count=4318164 1629650 197496 21024 8176 1432154 12848 3616 1875 734 1741 9232 1373 250 1021 239 1246 1112 788 1491 1141 1067 359 176472 111120 104169 100180 5903 94277 5160
is_linear=0
shrinkage=0.1


Tree=1553
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 1 5 0 0 1 1 5 1 1 1 5 4 6 1 2 2 5 2 2 1 1 3 5 3 0
split_gain=2.80001e+12 1.49811e+13 8.02307e+13 9.22608e+13 1.29272e+14 1.2452e+14 1.2441e+14 6.11656e+13 4.69779e+13 4.30286e+13 4.33572e+13 4.2586e+13 3.95525e+13 1.0908e+14 4.754e+14 9.27715e+13 7.05405e+13 9.94601e+13 6.89104e+13 6.49445e+13 6.39403e+13 5.00658e+13 4.47531e+13 3.99952e+13 3.92188e+13 3.91198e+13 1.00139e+14 3.67532e+13 3.57636e+13 6.50792e+13
threshold=96.015000000000015 55.762622900000004 55.784980300000008 37.417247200000006 6.5000000000000009 37.362912300000012 132.05000000000004 55.708120100000009 55.701368300000006 52.395917250000004 49.201680550000006 120.05000000000001 37.692869000000009 37.542000650000013 37.615058950000012 128.92000000000004 3.5000000000000004 1.5000000000000002 37.914142000000005 8.5000000000000018 11.500000000000002 107.05000000000001 15.500000000000002 1.5000000000000002 37.998366300000008 37.642309100000013 14.500000000000002 103.45000000000002 5.5000000000000009 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 6 11 8 28 10 25 -6 13 20 -15 16 17 -16 19 -14 23 27 24 -9 -20 26 -5 -22 29 -2
right_child=1 2 -4 9 5 -7 -8 12 -10 -11 -12 -13 18 14 15 -17 -18 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=15.253073440069446 -3559.1005816585357 187629.21423611112 -1033.673725521081 -220926.62626953126 -61189.736302649457 101764.25292693662 123609.09080528846 -69155.964154411762 -47121.8396613355 44274.537322201941 -68600.181477563179 -203236.56370192309 84714.48977546423 -382038.27564102568 40793.499311711239 160972.47639238913 31992.178298611114 -214422.08610641892 -53945.470515789377 17818.648253292224 -37250.501253633724 82923.156835937509 68255.504605344744 43908.510464041581 10305.351794685364 -22220.238704476709 64315.893544921877 -182923.99137931038 993.16484138859823 -66680.224314630686
leaf_weight=4168594 16236 45 58067 32 46 71 26 34 212 69 324 39 282 39 26 31 81 37 101 299 43 20 126 392 1600 984 20 29 70094 165
leaf_count=4168594 16236 45 58067 32 46 71 26 34 212 69 324 39 282 39 26 31 81 37 101 299 43 20 126 392 1600 984 20 29 70094 165
internal_value=0 -425.111 -1652.64 -23356.3 35865.5 -1658.55 -67811.9 390.848 -105.675 -32763.9 -36672.4 -126364 14101.7 -6254.42 -66312.9 4048.73 -29733.5 -109095 20289.7 50287.9 18557.4 -57044.6 10750 34884.6 6490.34 -26687.3 -111218 -95924.5 9.56243 -4194.12
internal_weight=0 149570 59723 1656 227 182 111 89847 86707 1429 1360 85 3140 732 214 175 144 63 2408 581 518 92 1827 426 1701 1036 52 72 86495 16401
internal_count=4318164 149570 59723 1656 227 182 111 89847 86707 1429 1360 85 3140 732 214 175 144 63 2408 581 518 92 1827 426 1701 1036 52 72 86495 16401
is_linear=0
shrinkage=0.1


Tree=1554
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 1 3 2 0 3 4 3 1 4 1 0 4 4 0 4 1 1 1 1 4 2 1 2 2 1
split_gain=2.7375e+12 5.80311e+12 5.57995e+12 4.66097e+12 1.88707e+13 1.73801e+13 2.5388e+13 1.26655e+13 2.798e+13 1.87325e+13 2.23258e+13 8.71079e+12 1.12905e+13 2.64565e+13 2.47705e+13 2.70492e+13 2.43132e+13 1.91856e+13 4.89883e+13 1.52767e+13 1.38198e+13 1.32277e+13 1.8e+13 2.04624e+13 1.9735e+13 1.92858e+13 1.75793e+13 2.17156e+13 1.47651e+13 1.32874e+13
threshold=225.45000000000002 34.500000000000007 63.563300600000012 59.846652800000008 59.916647550000008 30.315880100000005 5.5000000000000009 3.5000000000000004 60.052595500000002 5.5000000000000009 2.5000000000000004 24.500000000000004 37.620907050000007 1.5000000000000002 37.314272700000011 55.86787755000001 4.5000000000000009 3.5000000000000004 55.664473600000008 3.5000000000000004 30.578016350000002 38.969379750000009 39.080602550000002 39.718803500000007 4.5000000000000009 9.5000000000000018 45.148007750000012 13.500000000000002 2.5000000000000004 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 6 -6 9 -9 10 -7 12 13 -2 16 17 19 18 -16 -15 -18 -14 24 28 -23 29 27 -27 -24 -25
right_child=1 -3 -4 4 5 7 -8 8 -10 -11 -12 -13 21 14 15 -17 20 -19 -20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-2.5026476218582765 -24365.906779765035 54971.363764880953 52504.750683593753 -76203.636430921062 138335.80585937502 38655.692754536292 -2900.5496271623888 -123257.79252424568 12359.315585327149 92181.267539062508 -84532.666824776796 -33212.113423295457 -14600.572210919416 3838.9518130896231 54911.657872596152 -13283.304036458336 20733.238386824327 36773.540266927084 260263.59252232141 -93754.350084918493 118167.06979166668 12348.460389453125 12980.584588481106 18829.189942149827 83348.982312225882 160941.58455255683 18431.789361171304 16967.679453125002 -57762.011226313167 -1063.0365548546285
leaf_weight=4313902 91 21 22 38 20 31 35 29 32 20 28 66 432 53 26 24 37 24 21 23 24 125 43 394 57 22 137 20 94 2273
leaf_count=4313902 91 21 22 38 20 31 35 29 32 20 28 66 432 53 26 24 37 24 21 23 24 125 43 394 57 22 137 20 94 2273
internal_value=0 2533.12 2273.46 2011.53 -11736 826.955 48458.1 -17885.3 -52114.4 8544.77 -19806.6 2815.14 3421.72 21331.1 39255.4 78494.8 12045.6 109518 146665 -25695.9 59067.9 1813.51 4053.91 2191.14 34584.9 4008.31 35783.4 92382.6 -35558.1 1875.67
internal_weight=0 4262 4241 4219 233 195 55 140 61 79 59 3986 3920 323 232 95 137 71 47 76 61 3597 3165 2983 182 2846 179 42 137 2667
internal_count=4318164 4262 4241 4219 233 195 55 140 61 79 59 3986 3920 323 232 95 137 71 47 76 61 3597 3165 2983 182 2846 179 42 137 2667
is_linear=0
shrinkage=0.1


Tree=1555
num_leaves=31
num_cat=0
split_feature=1 3 4 5 5 3 3 0 5 5 1 5 3 3 6 0 1 4 5 5 1 1 3 0 5 5 5 3 5 0
split_gain=2.66255e+12 9.39005e+12 1.69858e+13 1.98033e+13 1.67326e+13 1.31521e+13 1.20359e+13 1.164e+13 2.54742e+13 1.54345e+13 1.05466e+13 1.73784e+13 1.05208e+13 3.864e+13 5.99412e+13 3.38981e+13 3.30894e+13 3.83558e+13 5.91955e+13 4.6508e+13 3.35861e+13 3.20589e+13 4.52221e+13 4.06145e+13 3.37956e+13 3.11178e+13 3.03523e+13 3.02556e+13 2.79424e+13 2.72112e+13
threshold=83.663637000000008 3.5000000000000004 3.5000000000000004 161.85000000000002 59.810000000000009 2.5000000000000004 2.5000000000000004 51.83362145000001 91.050000000000011 116.06000000000002 113.46563545000002 84.030000000000015 8.5000000000000018 5.5000000000000009 1.5000000000000002 51.67657710000001 86.067573200000012 3.5000000000000004 107.05000000000001 98.020000000000024 83.761389800000003 91.910414550000013 7.5000000000000009 56.121679000000007 87.395000000000024 78.010000000000005 49.995000000000012 7.5000000000000009 52.020000000000003 52.056565900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 -6 -5 8 -4 -9 -7 -12 13 15 25 26 17 18 19 -16 -19 -18 23 -23 -25 -15 -3 -27 -28 -24
right_child=1 12 3 6 5 10 -8 9 -10 -11 11 -13 -14 14 16 -17 21 20 -20 -21 -22 22 29 24 -26 27 28 -29 -30 -31
leaf_value=-18.443865508296621 -739.96490654159061 1890.3590320434091 -7563.7247413429059 23872.898625000002 -4129.5788324885061 -19962.062355935523 120164.84444444446 11228.471079432711 116437.60395833333 -40224.250866168477 19693.210971174572 -73871.516728940231 -161.89641244448794 -4167.4499582996641 23022.320984478265 1107.5530110223917 -4085.489838625886 161315.20280330884 -56264.341796875 148822.28179890951 47838.222481863842 17228.259127531732 3928.6973756067964 -8646.6509466807056 -96627.893775318284 -1048.2315648129113 -44143.844661840179 -83724.17818948999 -12089.413404611005 64372.32175592472
leaf_weight=4092386 11898 1271 37 25 2524 1135 27 376 30 69 145 23 109679 978 1440 90986 1290 34 94 30 112 1055 103 228 54 76 341 106 1343 269
leaf_count=4092386 11898 1271 37 25 2524 1135 27 376 30 69 145 23 109679 978 1440 90986 1290 34 94 30 112 1055 103 228 54 76 341 106 1343 269
internal_value=0 334.308 -1978.43 15072.7 -2589.99 -8341.66 73870.6 9100.98 47959.3 3250.41 -16500.7 6883.75 514.137 1257.02 9128.87 765.218 14144.7 25245.9 20670.1 25589.7 74264.4 7814.94 16797.7 8217.26 -25494.1 -11232.9 -9775.46 -49200.2 -18580.2 47636.6
internal_weight=0 225778 16289 564 15725 3827 52 512 67 445 1303 168 209489 99810 5869 93941 4709 1710 1564 1470 146 2999 1709 1337 282 1160 2955 182 1684 372
internal_count=4318164 225778 16289 564 15725 3827 52 512 67 445 1303 168 209489 99810 5869 93941 4709 1710 1564 1470 146 2999 1709 1337 282 1160 2955 182 1684 372
is_linear=0
shrinkage=0.1


Tree=1556
num_leaves=31
num_cat=0
split_feature=0 4 5 5 1 0 1 5 5 1 5 2 1 3 5 3 1 5 5 1 0 1 3 1 6 6 1 0 3 3
split_gain=2.59484e+12 1.12404e+13 2.09964e+13 2.31681e+13 1.42744e+13 1.23584e+13 2.72493e+13 1.19227e+13 3.6515e+13 3.17189e+13 1.95418e+13 1.20749e+13 1.11804e+13 3.17736e+13 2.46945e+13 5.75631e+13 1.83804e+13 1.57731e+13 1.69125e+13 1.44988e+13 1.44348e+13 2.56933e+13 1.26975e+13 1.93847e+13 2.48397e+13 2.26087e+13 1.6161e+13 3.42563e+13 2.56168e+13 2.22698e+13
threshold=60.693675950000006 2.5000000000000004 69.610000000000014 67.990000000000023 30.468306550000005 61.785186750000001 39.787929450000007 73.010000000000005 72.705000000000013 65.659480050000013 76.00500000000001 2.5000000000000004 38.058342000000003 5.5000000000000009 66.990000000000023 10.500000000000002 39.969502550000009 59.810000000000009 52.020000000000003 35.911716050000003 63.563300600000012 33.101335500000005 7.5000000000000009 50.227799100000006 1.5000000000000002 1.5000000000000002 56.249874400000003 61.674413550000004 9.5000000000000018 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -4 -5 -7 8 11 -10 -9 -6 13 19 17 -16 -14 18 -15 20 -2 -22 23 24 -18 -25 27 28 -24 -28
right_child=1 -3 4 5 7 6 -8 10 9 -11 -12 -13 16 14 15 -17 22 -19 -20 -21 21 -23 26 25 -26 -27 29 -29 -30 -31
leaf_value=-9.1694930026342814 2482.5515654920227 2774.4758786599159 -58405.423624195777 11351.281192892324 -43947.740231870994 163797.9025 32241.812089579817 29023.302172526044 -129316.24848172169 13520.599276455967 -12541.166802447777 1388.9739467845245 22854.807921147349 -6737.0350507779649 41525.451171875 -163347.82167968751 30362.092320185122 19223.615125650202 -22884.722986190227 -48140.959502766927 9664.3422716728801 -24248.887642166988 30701.099589314756 -32758.51345304813 -25635.712121153716 144.77913594417868 48770.495611017403 2147.5338469302005 6999.5608634195205 -1987.5779242168953
leaf_weight=4258578 8404 17626 68 115 78 20 74 150 53 22 460 238 384 3162 24 32 92 193 816 60 373 557 859 212 570 13976 88 5038 972 4870
leaf_count=4258578 8404 17626 68 115 78 20 74 150 53 22 460 238 384 3162 24 32 92 193 816 60 373 557 859 212 570 13976 88 5038 972 4870
internal_value=0 655.338 -234.841 126.843 -14069.8 33336.1 60232.5 -11058 -24689.7 -87417.4 -2320.4 -9801.73 -43.7663 -2380.42 -9580.51 -75545 1132.38 -8694.86 -10049.4 859.386 1174.37 -10647.1 819.694 -1127.3 -17853.5 -346.869 3264.34 6404.88 18119 -1086.67
internal_weight=0 59586 41960 40891 1069 209 94 1001 391 75 610 316 40682 13621 4227 56 27061 4171 3978 9394 9334 930 26677 14850 662 14188 11827 6869 1831 4958
internal_count=4318164 59586 41960 40891 1069 209 94 1001 391 75 610 316 40682 13621 4227 56 27061 4171 3978 9394 9334 930 26677 14850 662 14188 11827 6869 1831 4958
is_linear=0
shrinkage=0.1


Tree=1557
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 3 0 5 5 2 1 1 5 3 3 3 5 4 5 5 2 5 5 4 5 3 5 3 5 4
split_gain=2.64523e+12 2.54478e+13 1.11655e+14 1.04155e+14 2.32024e+14 8.1299e+13 5.42958e+13 6.3635e+13 5.99844e+13 5.40308e+13 5.04937e+13 4.59235e+13 4.25687e+13 4.14092e+13 4.05911e+13 7.78857e+13 1.01486e+14 1.04907e+14 7.60896e+13 9.24775e+13 6.26719e+13 5.46994e+13 5.34163e+13 4.78491e+13 1.18532e+14 8.64848e+13 5.59724e+13 4.25881e+13 3.64583e+13 7.6804e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 44.580511600000001 38.058342000000003 8.5000000000000018 44.678200800000006 100.05000000000001 103.45000000000002 9.5000000000000018 37.832345550000007 37.792847950000002 123.15000000000002 15.500000000000002 15.500000000000002 11.500000000000002 107.05000000000001 2.5000000000000004 68.52500000000002 73.010000000000005 7.5000000000000009 77.00500000000001 74.610000000000014 2.5000000000000004 69.015000000000015 16.500000000000004 84.030000000000015 12.500000000000002 137.05000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 5 -5 8 10 13 12 11 -8 -9 -7 15 20 17 18 27 -20 28 22 -22 24 -16 -25 -26 -17 -4 -30
right_child=-2 -3 3 4 -6 6 7 9 -10 -11 -12 -13 -14 -15 23 16 -18 -19 19 -21 21 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=-4053.561560058597 -51.060254713768586 40.96584286713604 419.05598820689897 21441.300097191488 77239.925350223362 10724.974014369209 10468.505435578652 77023.951674107157 -76066.134163851355 11898.637107402146 -60541.432153808593 134662.39171875 217546.44746767241 -9686.3394840489 -91407.105894672452 29187.921124780958 168543.67518484933 -140702.65508928572 282056.93707386364 60361.495584435099 -23197.672842694781 -95185.486803508262 131838.64816576088 -214846.22812500002 186280.75418346774 25919.562000000002 -2258.2544921875001 -81856.206755514722 125309.26402407787 -89129.255392323365
leaf_weight=15343 3029015 1249634 9385 4218 536 1649 3949 84 111 99 100 30 29 2502 83 107 56 35 22 130 658 106 23 37 31 25 32 51 61 23
leaf_count=15343 3029015 1249634 9385 4218 536 1649 3949 84 111 99 100 30 29 2502 83 107 56 35 22 130 658 106 23 37 31 25 32 51 61 23
internal_value=0 119.972 2618.5 6853.54 12785 10079.8 4476.75 12417.3 -3517.85 65834.1 9641.05 11404.9 113087 -1577.87 -411.03 442.886 43677.2 23409 41937.7 92449 -1247.53 -28362.7 -17961.5 -44161.9 -12906.5 -117763 90514.9 -6655.44 1006.1 66594
internal_weight=0 1.28915e+06 39515 24172 13307 12771 8553 4291 4262 212 4079 3979 113 4151 10865 10657 401 345 310 152 10256 787 681 208 146 62 63 158 9469 84
internal_count=4318164 1289149 39515 24172 13307 12771 8553 4291 4262 212 4079 3979 113 4151 10865 10657 401 345 310 152 10256 787 681 208 146 62 63 158 9469 84
is_linear=0
shrinkage=0.1


Tree=1558
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 5 5 2 6 2 3 0 5 4 5 2 5 5 5 0 5 4 6 5 5 3 1 0 6 0
split_gain=2.6468e+12 1.46935e+13 7.20737e+13 3.78182e+13 2.9668e+13 5.28532e+13 3.80725e+13 5.2734e+13 2.91251e+13 2.09619e+13 2.07319e+13 3.75908e+13 4.12561e+13 3.73785e+13 2.03348e+13 2.70147e+13 1.97159e+13 1.98027e+13 1.96372e+13 2.94103e+13 3.97837e+13 6.00444e+13 2.90778e+13 1.90481e+13 1.72133e+13 1.6866e+13 1.45936e+14 1.5143e+14 2.24889e+14 2.32941e+14
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 100.05000000000001 114.05000000000001 104.75000000000001 137.05000000000004 9.5000000000000018 1.5000000000000002 3.5000000000000004 12.500000000000002 54.725565150000001 54.410000000000004 1.5000000000000002 59.810000000000009 4.5000000000000009 63.005000000000003 54.710000000000008 103.45000000000002 54.708501450000007 72.705000000000013 2.5000000000000004 1.5000000000000002 84.030000000000015 107.05000000000001 10.500000000000002 30.160599000000001 59.853570100000006 1.5000000000000002 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 8 5 10 -6 -8 23 -7 11 12 -2 -14 -13 -16 17 -12 19 22 -21 -22 -15 -3 -11 26 27 28 29 -4
right_child=1 2 25 -5 6 9 7 -9 -10 24 16 14 13 18 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-86.738296019572289 159.196474609375 -14676.926152518361 274472.53789747809 -76133.639036458335 -77410.908522727274 140620.65845588237 -32300.729233530408 83944.340919811337 -23.189997067224411 90419.405437911191 4670.4484045161244 10394.057850665582 108633.00070564517 27984.781627805434 19126.18000529661 -61899.365935920272 -3474.2839922249495 30067.007031319361 -54119.602350725443 174392.80625000002 20834.609102590461 175641.17958333335 -39129.824216408924 -53885.088193435084 -9124.3595474243175 -99.648825828567894 403.60676131831264 -14672.449513093605 -3364.2818757662812 64824.981860513246
leaf_weight=1938624 610 3139 57 90 99 34 148 53 1680 38 2403 164 62 558 59 136 3390 352 28 28 152 30 73 129 32 1621479 742628 586 548 755
leaf_count=1938624 610 3139 57 90 99 34 148 53 1680 38 2403 164 62 558 59 136 3390 352 28 28 152 30 73 129 32 1621479 742628 586 548 755
internal_value=0 70.6662 55.8326 -11892.2 4233.48 5370.45 -26650.5 -1649.04 -10723.7 76202.5 4454.78 13584.2 20373.2 33617.6 -15557.8 -37383.9 1632.03 7915.31 28265.6 31008.5 63424.3 46352.2 20220.3 -16224.6 44913.7 81.2735 475.273 27824.3 46135.4 79541.6
internal_weight=0 2.37954e+06 2.37109e+06 5038 8449 8149 300 201 4948 104 8045 1900 1541 931 359 195 6145 2755 869 841 210 182 631 3268 70 2.36605e+06 744574 1946 1360 812
internal_count=4318164 2379540 2371091 5038 8449 8149 300 201 4948 104 8045 1900 1541 931 359 195 6145 2755 869 841 210 182 631 3268 70 2366053 744574 1946 1360 812
is_linear=0
shrinkage=0.1


Tree=1559
num_leaves=31
num_cat=0
split_feature=1 1 0 5 5 1 4 1 2 2 5 0 5 3 3 6 5 0 2 3 3 0 4 6 0 0 4 0 5 1
split_gain=2.73243e+12 1.94828e+13 3.37343e+13 5.60662e+13 2.97583e+13 2.49424e+13 3.78172e+13 4.85345e+13 4.0415e+13 7.84428e+13 5.55312e+13 3.45265e+13 4.7103e+13 3.30773e+13 3.0726e+13 3.58295e+13 3.03206e+13 2.78792e+13 2.45637e+13 3.72781e+13 4.43169e+13 3.85558e+13 3.54518e+13 4.25322e+13 3.76033e+13 3.49716e+13 3.19003e+13 4.87625e+13 2.61882e+13 9.17871e+13
threshold=82.981501350000016 83.003542850000017 54.864040150000001 75.750000000000014 177.02500000000003 83.011163250000024 2.5000000000000004 83.006817700000013 8.5000000000000018 6.5000000000000009 86.810000000000016 55.034903650000011 59.245000000000012 8.5000000000000018 9.5000000000000018 1.5000000000000002 94.040000000000006 54.99493995000001 7.5000000000000009 16.500000000000004 14.500000000000002 55.020029900000004 1.5000000000000002 1.5000000000000002 55.014170500000006 55.017213950000006 1.5000000000000002 55.014170500000006 58.005000000000003 83.006817700000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 18 13 9 11 -10 17 -13 -8 -11 -16 -15 -9 22 20 21 28 -3 -24 -25 -26 -21 -28 -20 -30
right_child=1 5 4 -5 -6 -7 7 8 10 14 -12 12 -14 16 15 -17 -18 -19 19 26 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=31.333380764745545 -9200.9503616909897 340.53684417952201 -1067.9907507471469 -70806.493691163632 89862.514930555553 -146.26598612117928 43342.507058065443 -59030.106175595247 15321.506012700031 -13840.984178331164 -54643.24024838148 33336.085898166231 -43224.225282394509 -8052.5878632744079 -24088.120670572916 67918.987120286314 -48899.076554144383 8166.7248827130452 10465.305914579832 6517.8898305291905 55732.162668134588 25027.818024178836 25397.917182479923 27609.660180006988 -35611.421027902943 3589.2545664749482 -5957.2352701552109 -63177.069764539927 9538.9847368841984 -37959.504723632817
leaf_weight=3738169 1792 22661 138152 161 36 389267 122 63 207 72 251 108 314 6449 48 358 187 3093 4971 1025 212 1335 1245 627 241 4086 601 198 1563 550
leaf_count=3738169 1792 22661 138152 161 36 389267 122 63 207 72 251 108 314 6449 48 358 187 3093 4971 1025 212 1335 1245 627 241 4086 601 198 1563 550
internal_value=0 -201.949 -1228.75 -14279.5 -1044.3 125.197 2214.11 -2892.17 5136.68 8316.29 -23021.6 3233.28 -23630.6 -8255.03 46364.5 57041.3 -9203.63 6825.34 3678.13 7831.05 10576.1 9438.99 2173.66 8874.82 4722.37 1405.9 -5158.18 -20136.9 6501.23 -2824.56
internal_weight=0 579995 140141 1953 138188 439854 50587 11272 4514 4056 458 3578 422 6758 478 406 6636 3156 39315 10455 8631 8419 28860 6199 4954 4327 1824 799 7084 2113
internal_count=4318164 579995 140141 1953 138188 439854 50587 11272 4514 4056 458 3578 422 6758 478 406 6636 3156 39315 10455 8631 8419 28860 6199 4954 4327 1824 799 7084 2113
is_linear=0
shrinkage=0.1


Tree=1560
num_leaves=31
num_cat=0
split_feature=1 4 0 5 5 2 5 4 3 3 5 0 5 3 0 5 3 3 5 5 5 1 2 5 5 0 5 0 6 5
split_gain=2.72863e+12 8.66872e+12 2.0072e+13 2.52631e+13 2.67532e+13 2.0647e+13 1.97443e+13 1.84085e+13 2.11398e+13 1.67713e+13 1.45366e+13 1.43084e+13 1.78732e+13 1.49783e+13 1.91421e+13 1.40995e+13 1.40393e+13 2.06984e+13 2.05333e+13 1.73965e+13 4.52682e+13 1.25718e+13 1.22218e+13 2.84261e+13 1.42498e+13 1.19649e+13 2.06014e+13 1.83438e+13 1.65661e+13 1.51646e+13
threshold=91.398302750000013 2.5000000000000004 51.67657710000001 57.705000000000005 69.015000000000015 8.5000000000000018 77.715000000000018 3.5000000000000004 4.5000000000000009 4.5000000000000009 85.020000000000024 48.713222300000005 63.145000000000003 8.5000000000000018 50.565831500000009 44.905000000000008 16.500000000000004 7.5000000000000009 90.015000000000015 86.02500000000002 85.020000000000024 114.17164950000002 4.5000000000000009 88.015000000000015 89.00500000000001 56.197733450000008 32.910000000000004 56.301440000000007 1.5000000000000002 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 15 9 6 -6 16 -9 -5 -7 -11 13 -13 -15 -3 17 19 -19 20 -8 -17 24 -24 -10 26 -4 28 -27 -30
right_child=1 2 25 4 5 10 7 8 22 11 -12 12 -14 14 -16 21 -18 18 -20 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-14.658075126324716 -64.608024577569267 -49193.506298828128 47083.453520275303 14650.36374488902 18679.695780145554 3894.3103940217393 -24387.15001464844 48376.722249999999 -51850.480826490755 -7.7673764690663081 81421.348314950985 -1979.3960375871784 -47214.293100043404 -68934.797035015057 40048.472500000003 -22856.49973214286 -80762.206328125001 10725.182928698576 102734.93705357144 -53917.057570422534 137584.9573985707 42892.04843068678 -62331.486860795463 74853.199439538046 -139312.72255434783 12328.859762354217 2719.3124605305438 1004.6218855526881 -16797.018737436189 -100768.9403409091
leaf_weight=4176165 101247 24 105 107 252 46 80 25 98 159 51 233 405 83 20 35 20 79 35 71 22 172 44 23 23 209 33559 3792 958 22
leaf_count=4176165 101247 24 105 107 252 46 80 25 98 159 51 233 405 83 20 35 20 79 35 71 22 172 44 23 23 209 33559 3792 958 22
internal_value=0 431.091 1662.64 -7841.98 -11684.4 1170.75 -4293.06 -15426 -38014.5 -22777.8 44655.9 -27227.6 -33068.3 -16017.3 -47773 23362.8 246.105 5891.28 38973.8 -15908.8 10548 31775.1 -49502.7 -15238.2 -68475.5 2180.85 2857.69 -2393.54 -13231.1 -18682.1
internal_weight=0 141999 40752 2107 1876 869 772 520 213 1007 97 900 741 336 103 231 307 287 114 173 102 207 188 67 121 38645 33664 4981 1189 980
internal_count=4318164 141999 40752 2107 1876 869 772 520 213 1007 97 900 741 336 103 231 307 287 114 173 102 207 188 67 121 38645 33664 4981 1189 980
is_linear=0
shrinkage=0.1


Tree=1561
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 6 0 5 5 5 4 2 1 0 5 3 0 0 1 5 5 5 5 0 0 0 0 5 5 5
split_gain=2.59189e+12 6.6145e+12 3.16672e+13 5.52091e+13 7.99517e+13 8.51411e+13 8.14087e+13 1.40735e+14 6.91299e+13 6.48302e+13 4.71829e+13 3.72806e+13 4.22762e+13 6.99718e+13 3.69303e+13 3.335e+13 4.08377e+13 4.3638e+13 7.97278e+13 6.26675e+13 5.48869e+13 3.97737e+13 9.47088e+13 4.84367e+13 4.29362e+13 5.06023e+13 3.38788e+13 5.84937e+13 4.21987e+13 8.34915e+13
threshold=2.5000000000000004 4.5000000000000009 30.502469200000004 30.410108300000001 60.042666650000008 1.5000000000000002 59.863160500000006 60.005000000000003 47.815000000000005 72.010000000000005 5.5000000000000009 2.5000000000000004 37.832345550000007 47.222459950000008 225.45000000000002 3.5000000000000004 59.846652800000008 60.063729500000008 30.362552800000003 42.895000000000003 99.555000000000021 81.00500000000001 73.010000000000005 59.982527000000012 60.003414000000006 59.982527000000012 54.762542150000009 105.35000000000001 112.04500000000002 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -5 7 -7 -6 -9 -4 14 -13 -14 -12 16 26 18 21 -20 -19 22 -18 -24 25 -23 28 -28 -2 -30
right_child=1 -3 10 4 8 6 -8 9 -10 -11 11 12 13 -15 -16 -17 17 20 19 -21 -22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=472.49639245152071 -8028.1108873545709 19.444311044524294 -767.41418200021769 -56597.900411224371 20987.073516871678 6853.2091157023115 -16637.61733355455 186381.14930572512 101193.70146435054 69452.357662813782 -133960.7710133272 121814.80833984376 -168581.26990740743 38739.212461890245 15094.344673295456 4464.4724791739491 18161.242206035226 -22894.408525701543 36729.517945815576 -79512.546002979769 145146.58018554686 -4899.471372836244 136108.74883684432 -5133.7806672127017 65592.544515196918 -115280.04993351066 -22621.440012367562 -166251.99644480739 131757.14773309426 -76822.636607142849
leaf_weight=113057 556 3945856 240900 176 235 480 426 64 198 183 68 20 27 41 22 11967 944 691 66 156 20 357 112 31 73 47 1273 29 61 28
leaf_count=113057 556 3945856 240900 176 235 480 426 64 198 183 68 20 27 41 22 11967 944 691 66 156 20 357 112 31 73 47 1273 29 61 28
internal_value=0 -12.7034 -501.998 3523.41 20344.6 8185.75 18074.7 38415 57663.5 99749.7 -805.442 -52271.6 -5989.66 -43579.2 -97525.1 1717.37 -5680.15 2784.67 11125.7 -44954.1 -18167.5 19085.8 29649.7 105490 -4987.46 -17740.8 -16536.1 -25820.6 2205.46 66136.5
internal_weight=0 4.20511e+06 259251 18173 1762 1329 1153 727 433 247 241078 178 88 68 90 16411 4444 2497 1786 222 711 1564 1087 143 477 404 1947 1302 645 89
internal_count=4318164 4205107 259251 18173 1762 1329 1153 727 433 247 241078 178 88 68 90 16411 4444 2497 1786 222 711 1564 1087 143 477 404 1947 1302 645 89
is_linear=0
shrinkage=0.1


Tree=1562
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 0 0 0 1 0 1 2 1 0 0 2 6 0 4 1 3 1 1 2 0 3 3 3 0 0
split_gain=2.66392e+12 2.58084e+13 4.87879e+13 4.75112e+13 5.18907e+13 4.30539e+13 9.32302e+13 1.14276e+14 6.4271e+13 6.3694e+13 6.99883e+13 7.26422e+13 7.29579e+13 6.28598e+13 5.81917e+13 5.34699e+13 6.80122e+13 4.939e+13 2.33571e+14 8.6872e+13 9.84364e+13 5.89959e+13 7.68545e+13 5.68334e+13 1.14404e+14 1.17752e+14 3.27959e+14 8.18583e+13 5.49095e+13 1.62004e+14
threshold=68.00500000000001 71.00500000000001 37.692869000000009 6.5000000000000009 59.609407350000005 59.963407450000012 55.924336300000007 55.860536450000005 30.102666750000001 55.784980300000008 37.475443250000005 4.5000000000000009 37.314272700000011 55.812836050000008 55.842510000000011 12.500000000000002 1.5000000000000002 59.950068600000009 2.5000000000000004 30.278357500000002 8.5000000000000018 30.451272450000005 30.468306550000005 11.500000000000002 59.846652800000008 15.500000000000002 14.500000000000002 11.500000000000002 59.932719750000011 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -7 -5 11 12 -11 -14 -13 16 -9 21 19 20 -19 23 -23 27 25 26 -25 28 -8 -30
right_child=1 -3 -4 5 -6 8 17 15 -10 10 -12 14 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=36.30786191071568 -18274.687691646275 59.605985374420008 -2965.7505307338924 1212.2910948426022 3709.2230672886858 103867.98816856972 4018.0676949091644 -70423.091847379153 -8149.185126717347 18851.208965047201 40752.339119689103 1622.1589699074075 2613.2052083333333 -204821.25852864585 142295.82431344697 2991.7998023897062 -9854.7327084748649 74590.793780048072 -37294.224585731914 38551.255740017361 231984.24735254358 71410.862927667025 18372.259142929292 -48323.69224076705 6579.6967935341281 51432.517738228111 481068.29400000005 -16844.610235091379 119449.7109732143 -17011.952268814352
leaf_weight=3557887 2225 658145 74932 10908 2075 52 799 437 3418 48 876 270 21 48 33 340 322 78 190 108 81 319 1903 22 570 147 25 1537 175 173
leaf_count=3557887 2225 658145 74932 10908 2075 52 799 437 3418 48 876 270 21 48 33 340 322 78 190 108 81 319 1903 22 570 147 25 1537 175 173
internal_value=0 -169.911 -1648.93 1978.71 -7666.17 3789.76 5622.15 921.136 -6470.54 3702.46 24661.3 -8899.86 -75826.4 -141689 16943.1 -29964.4 -44727.4 15829 47453.9 107762 154772 13280.1 25986.7 5091.5 29155.2 95485.4 233268 -1758.23 18457.8 51611
internal_weight=0 760277 102132 27200 4300 22900 19430 13303 3470 12204 1296 420 117 69 303 1099 759 6127 457 267 159 5670 2222 3448 764 194 47 2684 1147 348
internal_count=4318164 760277 102132 27200 4300 22900 19430 13303 3470 12204 1296 420 117 69 303 1099 759 6127 457 267 159 5670 2222 3448 764 194 47 2684 1147 348
is_linear=0
shrinkage=0.1


Tree=1563
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 3 1 1 2 3 3 3 3 3 3 0 0 1 3 3 0 0 0 0 0 0 3 3 1
split_gain=2.64207e+12 1.39752e+13 4.48183e+13 5.28972e+13 5.09081e+13 4.50948e+13 8.38297e+13 4.43664e+13 4.32999e+13 8.05078e+13 8.33349e+13 4.94947e+13 4.06966e+13 4.10015e+13 3.57344e+13 3.95449e+13 3.62483e+13 3.49048e+13 3.43954e+13 3.29575e+13 9.85017e+13 3.72181e+13 3.80398e+13 3.67612e+13 3.29042e+13 3.23147e+13 3.74938e+13 3.05338e+13 4.59718e+13 2.96382e+13
threshold=96.015000000000015 94.040000000000006 39.007683500000006 30.451272450000005 82.95335685000002 82.933113850000026 8.5000000000000018 36.585378200000001 37.832345550000007 2.5000000000000004 22.500000000000004 16.500000000000004 15.500000000000002 6.5000000000000009 10.500000000000002 12.500000000000002 55.993277250000013 44.732363600000006 82.961358250000018 9.5000000000000018 13.500000000000002 54.725565150000001 59.853570100000006 59.846652800000008 55.601678500000013 55.842510000000011 55.801980100000009 22.500000000000004 12.500000000000002 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 5 -4 -7 27 9 24 11 17 13 -10 16 -16 -15 -11 -6 -3 21 -21 23 -23 29 26 -12 28 -5 -9
right_child=-2 2 4 7 18 6 -8 8 12 10 25 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0517160610923515 -412.94804749607687 22456.860546935251 9886.5778454333486 -50627.16831756592 -31422.943065947773 221217.05196759259 32656.680498676917 77082.558865017359 -28611.610386544846 81112.642151988635 22403.495968807445 -46872.460446423531 -32134.109686253436 31008.940211616133 -43991.693914440526 28791.959187147353 171223.33234375002 -10134.178170803862 43.900012537827536 46318.915000000008 19443.963873349025 -44406.759707802223 -25689.056125442541 -154811.6647109375 73559.064726030716 51218.083449788115 -55335.910438093357 -125695.48587415541 22855.512892308732 -21605.167369826297
leaf_weight=4151454 149570 1013 7373 320 426 27 186 45 365 44 289 429 944 236 155 144 20 888 1882 55 947 76 427 50 202 271 79 37 116 94
leaf_count=4151454 149570 1013 7373 320 426 27 186 45 365 44 289 429 944 236 155 144 20 888 1882 55 947 76 427 50 202 271 79 37 116 94
internal_value=0 14.8167 2864.39 -3110.9 7240.47 11197 56558.7 -9441.36 -6175.14 2879.73 -4777.65 -18764.5 -17547.2 -2579.71 14540.4 -8938.7 41963.2 -5826.39 -5764.1 8420.97 -722.669 -32133.5 -39936.2 -88218.2 47791.1 25012.8 5714.87 -38478.2 -31076.7 10344.1
internal_weight=0 4.16859e+06 17140 7246 9894 7586 213 4678 4205 2341 2000 1361 1864 920 555 299 256 932 2308 2568 1555 608 553 126 341 639 368 473 436 139
internal_count=4318164 4168594 17140 7246 9894 7586 213 4678 4205 2341 2000 1361 1864 920 555 299 256 932 2308 2568 1555 608 553 126 341 639 368 473 436 139
is_linear=0
shrinkage=0.1


Tree=1564
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 5 5 4 3 5 5 5 4 1 5 1 0 3 5 6 4 1 1 1 5 5 3 5 1 5
split_gain=2.6987e+12 3.78549e+13 5.157e+13 4.80866e+13 6.00207e+13 6.61251e+13 4.68908e+13 4.19745e+13 6.14754e+13 6.72723e+13 3.91067e+13 5.92568e+13 5.8831e+13 3.08896e+13 2.88193e+13 2.81018e+13 2.78148e+13 2.03996e+14 8.48848e+13 9.35059e+13 9.3605e+13 6.85972e+13 1.44699e+14 9.05049e+13 8.77147e+13 9.5998e+13 9.35073e+13 7.42247e+13 7.17405e+13 1.18812e+14
threshold=50.973130900000008 51.636650050000007 37.869926150000005 51.67657710000001 39.262370300000008 68.52500000000002 77.00500000000001 3.5000000000000004 10.500000000000002 116.06000000000002 150.04500000000004 125.85000000000001 1.5000000000000002 39.143775600000005 39.305000000000007 39.188277450000008 53.145783300000012 17.500000000000004 94.040000000000006 1.5000000000000002 2.5000000000000004 39.143775600000005 41.950906500000009 40.810045900000013 68.00500000000001 56.005000000000003 8.5000000000000018 93.00500000000001 93.043229050000022 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 13 -2 8 9 15 11 12 -10 -3 -15 -7 17 21 19 -19 -21 -5 23 24 25 -23 -26 -25 29 -24
right_child=1 3 -4 16 -6 7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 28 27 26 -27 -28 -29 -30 -31
leaf_value=160.5376248701551 -8972.9271792309664 -12931.349149392881 -1503.4129395132611 -10985.583223717813 -16637.02834224073 10296.675347639015 -39972.594603446363 -28023.552817715154 79230.302154267731 171720.36004192074 121071.17904411764 -154172.60803571431 11562.007554222859 -3424.2087107773159 8208.2612599921176 54828.593925298301 17.221573690846039 -8723.9995590241633 49451.547612616356 -25132.262661875091 -78762.350807614508 4870.4942284092758 -3350.898803375203 28273.361115413511 46966.442955685619 24718.844229401791 -11258.483744097104 157338.34572010871 879.65201334593951 -24468.203950766059
leaf_weight=842766 5658 1095 26319 5705 1154 216 534 191 134 41 34 21 3119 3033 7152 412 3323546 4337 188 3146 363 8415 25008 1422 299 3430 3558 46 43840 2982
leaf_count=842766 5658 1095 26319 5705 1154 216 534 191 134 41 34 21 3119 3033 7152 412 3323546 4337 188 3146 363 8415 25008 1422 299 3430 3558 46 43840 2982
internal_value=0 -38.9295 -3435.22 -6.85853 5362 7005.38 -11646.3 17768.5 19967.7 47614.3 14376.5 13268.5 14349.5 3028.37 4744.22 39511.9 -32.8732 -1653.41 -16952.4 -18543.6 -30680.2 -355.566 325.83 8573 6353.08 10618.1 -6744.81 32317.6 -1645.55 -5600.7
internal_weight=0 3.4754e+06 32511 3.44289e+06 16602 15448 6192 4168 3977 669 3308 3274 3253 11280 10185 628 3.42628e+06 102739 8034 7846 3509 94705 89000 17170 15702 11845 3857 1468 71830 27990
internal_count=4318164 3475398 32511 3442887 16602 15448 6192 4168 3977 669 3308 3274 3253 11280 10185 628 3426285 102739 8034 7846 3509 94705 89000 17170 15702 11845 3857 1468 71830 27990
is_linear=0
shrinkage=0.1


Tree=1565
num_leaves=31
num_cat=0
split_feature=0 1 5 5 0 5 0 2 3 3 3 5 4 6 1 0 1 0 1 3 3 5 3 4 1 3 2 3 3 0
split_gain=2.69632e+12 2.92778e+13 2.65628e+13 9.10884e+13 1.19714e+14 8.33342e+13 1.09267e+14 1.20656e+14 7.31232e+13 9.52821e+13 1.0149e+14 1.18198e+14 7.3959e+13 6.37176e+13 1.14669e+14 8.28182e+13 6.20868e+13 6.05803e+13 5.8999e+13 8.73227e+13 5.79328e+13 1.66415e+14 7.71336e+13 7.72971e+13 8.58622e+13 5.70539e+13 5.55806e+13 8.23788e+13 1.33725e+14 1.04638e+14
threshold=59.939091550000008 28.619594500000002 80.00500000000001 70.00500000000001 60.052595500000002 80.815000000000012 59.963407450000012 3.5000000000000004 26.500000000000004 19.500000000000004 13.500000000000002 76.00500000000001 1.5000000000000002 1.5000000000000002 30.346469350000003 59.963407450000012 30.425002000000003 59.990816400000007 30.315880100000005 8.5000000000000018 14.500000000000002 78.710000000000022 15.500000000000002 2.5000000000000004 30.434657650000002 9.5000000000000018 10.500000000000002 10.500000000000002 11.500000000000002 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 7 -4 9 10 11 26 -11 14 15 -13 -14 18 19 -17 21 -12 23 -22 -25 -9 27 -5 29 -29
right_child=1 2 5 4 -6 -7 -8 25 -10 12 20 13 16 -15 -16 17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=19.560994089068373 -55823.244749177633 -54.092808593529725 -11904.337177905703 -14433.07672878393 3966.2402864937972 1655.6291136279488 15991.209067314998 234244.59141949157 -104113.58338234642 115172.46187764831 -90273.389496273667 -14152.52750625 8722.5865600527704 -3317.9513169900501 -34572.035934332773 80039.507432432438 -34637.101550584914 28994.438490143832 78704.299156901048 302039.27518382354 -39493.08426287616 49618.237296165607 -32594.585667931009 116830.93427162516 -52512.924161585368 89051.881425781248 29258.32929417483 3850.8276097074472 -30299.533235962801 -169231.55043011834
leaf_weight=4068831 95 204913 57 3021 6061 25456 720 59 88 59 430 125 2096 1462 185 37 392 151 180 34 108 106 2070 111 41 50 217 47 826 136
leaf_count=4068831 95 204913 57 3021 6061 25456 720 59 88 59 430 125 2096 1462 185 37 392 151 180 34 108 106 2070 111 41 50 217 47 826 136
internal_value=0 -319.213 -298.057 -652.955 -7476.88 2704.95 32853.4 105991 -13294.4 -12619.1 -17318.2 -10334.1 4515.11 8629.25 33161.3 56938.6 1891 79044.1 109154 186349 -32965.4 -62608.3 -26146.3 25192.1 71152.7 167642 -20041.2 -22695.8 -47435 -124779
internal_weight=0 249333 249238 222896 17983 26342 886 166 11922 11834 9287 6421 2547 2174 712 527 2488 402 251 71 2866 536 2330 260 152 109 4247 4030 1009 183
internal_count=4318164 249333 249238 222896 17983 26342 886 166 11922 11834 9287 6421 2547 2174 712 527 2488 402 251 71 2866 536 2330 260 152 109 4247 4030 1009 183
is_linear=0
shrinkage=0.1


Tree=1566
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 1 1 1 5 1 0 4 5 2 5 2 3 5 4 3 3 0 3 0 5 1 0 0 3 0
split_gain=2.8817e+12 1.55396e+13 5.46251e+13 6.64022e+13 6.45806e+13 8.44713e+13 1.58841e+14 1.23645e+14 1.18684e+14 2.69097e+14 1.20409e+14 6.46435e+13 1.08301e+14 6.20606e+13 6.05808e+13 5.93092e+13 5.4549e+13 5.36879e+13 9.13035e+13 5.59577e+13 5.06405e+13 4.80692e+13 5.12293e+13 7.31757e+13 4.67389e+13 5.86674e+13 6.71135e+13 1.13611e+14 1.09068e+14 5.02512e+13
threshold=89.00500000000001 15.500000000000002 55.899899800000007 55.993277250000013 55.826364100000013 37.475443250000005 37.487839250000007 37.436176200000013 107.05000000000001 37.314272700000011 55.860536450000005 3.5000000000000004 112.04500000000002 10.500000000000002 99.555000000000021 13.500000000000002 16.500000000000004 92.035000000000011 3.5000000000000004 17.500000000000004 17.500000000000004 60.029906750000002 16.500000000000004 60.017447350000005 95.020000000000024 37.39371280000001 55.812836050000008 55.762622900000004 24.500000000000004 55.695992150000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 16 24 7 -7 8 13 -10 20 -8 -13 14 -6 -5 -4 18 -18 -19 -11 22 23 -17 25 26 27 28 29 -3
right_child=1 2 3 15 5 6 11 -9 9 10 -12 12 -14 -15 -16 21 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=18.958455070997726 262.4095195385807 -2001.0646328607033 35870.597932235054 -7689.0190248753106 8481.571801904005 -139601.88517317708 17890.237834354128 135111.73894829184 -92038.732744637178 191157.59766616824 91682.351666135204 -71390.726468999332 30288.900576636908 33381.215796582946 -84439.204311402384 -25260.209180899164 -10926.528101425873 -69774.024264830849 197869.30129616478 -23717.20652875115 381108.58025000006 -15709.384814096309 9081.9368560635176 164291.03150111609 1523.6363304932913 -3526.315404039764 -89298.740173891129 102426.12421875 -115128.64191318916 -94372.517211174243
leaf_weight=4097479 143665 547 138 14935 167 75 1586 118 59 32 98 235 189 321 121 675 436 431 22 680 25 1176 6156 21 34032 14329 155 72 123 66
leaf_count=4097479 143665 547 138 14935 167 75 1586 118 59 32 98 235 189 321 121 675 436 431 22 680 25 1176 6156 21 34032 14329 155 72 123 66
internal_value=0 -352.003 -1498.06 -5377.5 330.123 14510.5 3286.12 39380.6 25654.9 89716.6 158901 8617.76 -26066.6 3143.92 -30558.1 -3962.98 -24406 -29707.6 -897.034 -41584.4 274469 2968.81 6174.53 -19541 -539.835 -5132.04 -29024.5 -17462 -29190.2 -11946.4
internal_weight=0 220685 77020 24670 52350 3026 2085 941 823 214 155 2010 424 609 288 22963 1707 1569 458 1111 57 8028 6852 696 49324 15292 963 808 736 613
internal_count=4318164 220685 77020 24670 52350 3026 2085 941 823 214 155 2010 424 609 288 22963 1707 1569 458 1111 57 8028 6852 696 49324 15292 963 808 736 613
is_linear=0
shrinkage=0.1


Tree=1567
num_leaves=31
num_cat=0
split_feature=5 5 0 3 0 2 1 3 0 6 2 0 0 2 1 2 2 0 0 1 1 1 3 3 5 1 1 0 1 4
split_gain=2.71194e+12 1.41783e+13 1.65551e+13 3.9976e+13 9.23176e+13 3.9665e+13 6.22393e+13 3.8783e+13 3.19424e+13 5.33944e+13 3.1315e+13 2.5412e+13 2.47765e+13 4.40719e+13 3.07719e+13 2.85554e+13 3.20201e+13 3.15012e+13 9.33107e+13 4.72358e+13 4.08001e+13 3.74558e+13 2.41428e+13 4.61321e+13 2.39465e+13 2.46097e+13 7.1695e+13 3.05758e+13 6.51216e+13 3.28142e+13
threshold=102.01000000000001 104.75000000000001 55.110554300000004 8.5000000000000018 54.959412650000012 3.5000000000000004 82.897133550000021 5.5000000000000009 53.204054050000003 1.5000000000000002 4.5000000000000009 55.141517900000004 45.063245200000004 1.5000000000000002 82.968597500000016 18.500000000000004 17.500000000000004 45.040161900000008 45.047272400000004 38.975980350000007 38.969379750000009 39.007683500000006 5.5000000000000009 3.5000000000000004 103.45000000000002 61.396377350000009 65.659480050000013 59.853570100000006 30.502469200000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 -6 -2 -10 -11 -4 13 -5 -14 16 17 -15 -19 20 -20 -21 23 -13 25 27 -27 28 -25 -30
right_child=1 -3 11 12 5 6 -8 -9 9 10 -12 22 14 15 -16 -17 -18 18 19 21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=12.718977188804518 10137.554710734254 -114.02001338083819 66106.858741091011 144311.65613839286 -33152.138671875 38236.38657094595 217126.76709222561 134668.71458333332 -156497.07744791667 -27049.143445038379 90846.832999999999 29653.527744608436 -21568.274986523422 -14407.384383296812 8257.6859297069823 -98158.242278645834 126131.90484375 167489.95980468753 12307.621139771911 142788.55868566176 -93854.119205007257 8313.4193985849051 1597.5251702263897 161850.45909598214 -53272.500590569427 -224840.32000000004 24961.994574652781 -41716.291801347805 -25207.986836365191 79818.27969777961
leaf_weight=4209727 625 97665 57 21 40 37 41 21 30 228 25 167 2518 615 401 30 20 40 87 34 62 53 4986 28 253 20 27 131 137 38
leaf_count=4209727 625 97665 57 21 40 37 41 21 30 228 25 167 2518 615 401 30 20 40 87 34 62 53 4986 28 253 20 27 131 137 38
internal_value=0 -493.774 -3936.84 -8205.95 9134.6 85028.1 132269 24622.3 -2483.45 -30356.7 -15399.3 -336.876 -12884 1034.02 -17470.9 -2163.47 997.722 -1811.13 26256.6 2318.77 -31867.1 60866.9 -991.325 -17106.2 -29423 -13586 -81336.9 -4052.16 20253.3 -2402.28
internal_weight=0 108437 10772 4928 1047 139 78 61 908 283 253 5844 3881 962 2919 941 911 891 276 236 149 87 5787 801 634 381 47 334 203 175
internal_count=4318164 108437 10772 4928 1047 139 78 61 908 283 253 5844 3881 962 2919 941 911 891 276 236 149 87 5787 801 634 381 47 334 203 175
is_linear=0
shrinkage=0.1


Tree=1568
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 0 3 1 3 3 3 5 0 5 5 1 0 5 0 3 0 0 5 0 5 5 2 0 1 3
split_gain=2.59407e+12 2.95821e+13 4.82255e+13 1.82834e+14 2.13683e+14 1.55611e+14 1.20386e+14 1.83358e+14 1.91546e+14 1.75954e+14 1.08479e+14 1.03681e+14 1.02246e+14 1.54837e+14 1.12955e+14 9.74999e+13 9.67422e+13 9.62397e+13 8.80624e+13 8.72927e+13 1.01544e+14 1.3728e+14 9.41194e+13 8.14774e+13 8.36212e+13 7.81918e+13 8.49713e+13 7.33959e+13 1.46513e+14 1.21436e+14
threshold=37.66934650000001 37.712318250000003 1.5000000000000002 55.86787755000001 55.801980100000009 55.762622900000004 20.500000000000004 37.692869000000009 13.500000000000002 17.500000000000004 21.500000000000004 72.010000000000005 55.885524800000006 91.050000000000011 105.35000000000001 37.692869000000009 55.87722990000001 67.520000000000024 55.576287050000012 17.500000000000004 55.628356700000005 55.601678500000013 78.710000000000022 55.708120100000009 58.605000000000011 84.030000000000015 4.5000000000000009 55.860536450000005 37.692869000000009 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 19 7 8 -2 23 16 -7 -5 -14 15 -15 -8 -18 -12 20 21 -4 -22 -10 -25 -20 -27 28 -6 -30
right_child=1 -3 3 12 27 11 10 -9 9 -11 18 -13 13 14 -16 -17 17 -19 25 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=148.93245770270997 7245.5739865286951 -10.75338068905557 -13773.179424433289 34848.564541895117 -110576.82892201359 9595.8476581402247 32556.131120445087 -1146.114626350012 57778.520072056366 10575.827848960711 62077.824455602844 78563.174985390011 5816.0940185809741 -330279.77268518519 68039.293875000003 -97542.619386574079 -33941.680428138148 -120797.14093442171 -8373.7879130725032 13357.584892318539 -32323.53386258689 32536.577345749567 36576.585289248513 90264.856844342343 189312.31934637405 -61698.430382229999 29471.306859365137 -17949.55290833654 -48797.49000561858 91645.942775181378
leaf_weight=920268 1363 3364080 4146 1338 399 1537 137 4587 350 411 201 254 2322 27 25 54 416 184 7815 1138 3547 757 210 244 131 114 990 538 511 70
leaf_count=920268 1363 3364080 4146 1338 399 1537 137 4587 350 411 201 254 2322 27 25 54 416 184 7815 1138 3547 757 210 244 131 114 990 538 511 70
internal_value=0 -40.3361 -2983.28 -6767.5 -12347.3 -7726.22 785.305 10727.1 32520.8 62846.6 -6361.65 19376.8 12652.3 420.551 -117772 -175122 -43264.9 -60577.4 -3379.44 -12680.4 -16102.1 -6623.17 -28472.3 92478.6 124865 -4854.6 20057 -47626.7 -63918.8 -31876.6
internal_weight=0 3.3979e+06 33816 16873 13107 11589 16943 7086 2499 1136 9857 1791 3766 2428 106 81 737 600 9120 9798 8660 4903 3757 725 375 8919 1104 1518 980 581
internal_count=4318164 3397896 33816 16873 13107 11589 16943 7086 2499 1136 9857 1791 3766 2428 106 81 737 600 9120 9798 8660 4903 3757 725 375 8919 1104 1518 980 581
is_linear=0
shrinkage=0.1


Tree=1569
num_leaves=31
num_cat=0
split_feature=3 6 0 1 0 5 1 0 1 5 1 0 0 1 5 5 0 1 0 1 1 1 1 4 0 0 5 1 0 2
split_gain=2.59113e+12 1.82524e+13 2.64031e+13 3.612e+13 2.64695e+13 2.79901e+13 3.84118e+13 4.68679e+13 3.58832e+13 3.0209e+13 2.92723e+13 2.48881e+13 4.8406e+13 1.0564e+14 4.52823e+13 2.46069e+13 2.42177e+13 2.20867e+13 3.234e+13 2.0713e+13 1.88099e+13 1.81919e+13 2.82656e+13 2.76895e+13 2.47742e+13 2.16405e+13 1.77391e+13 1.69546e+13 1.69441e+13 3.27107e+13
threshold=3.5000000000000004 1.5000000000000002 44.732363600000006 37.597123000000003 57.814144100000007 62.710000000000008 37.620907050000007 56.028355650000009 83.093115700000013 95.020000000000024 37.098288800000006 55.591389050000011 55.793358600000012 37.914142000000005 37.305000000000007 80.815000000000012 55.535913550000011 37.914142000000005 55.212972300000011 39.925119750000007 60.601268000000012 55.957851400000003 61.284352600000013 2.5000000000000004 57.60800230000001 54.648549400000007 41.005000000000003 39.753614400000011 44.039893800000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 7 -7 9 17 -9 16 13 14 -13 -5 -4 18 -8 -17 -19 23 -23 -11 25 -25 -15 -14 29 -3
right_child=-2 28 4 15 -6 6 8 10 -10 21 -12 12 27 26 -16 19 -18 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-97156.973485331633 -18.961623858699852 2007.0782969961792 910.80834021757948 -6795.1713435370739 -15906.550130752175 -34826.786028440532 -6870.2542497306031 146121.82925000001 -38455.02616854581 70250.79729420731 -16189.731718750001 -91576.530090725806 8171.7629205620296 -7333.3048100455262 -281761.07883184525 -78167.124216530545 44471.616685697118 16078.970956820303 128549.03475694446 -20332.792885812276 48930.048235710303 88346.74126437206 -1527.3953807645632 -3576.8601036141772 68055.742371323533 -44086.110648508205 -39832.905551964126 -6529.6323952263347 388.65260787421391 17454.105287462717
leaf_weight=49 4074053 7871 6990 2190 1141 329 29 25 132 41 20 31 983 411 21 88 130 1574 45 209 196 53 103 327 34 221 284 3884 215040 1660
leaf_count=49 4074053 7871 6990 2190 1141 329 29 25 132 41 20 31 983 411 21 88 130 1574 45 209 196 53 103 327 34 221 284 3884 215040 1660
internal_value=0 316.457 -2614.98 -12133.4 -1195.39 -137.236 8336.79 -21734.7 12419.1 14979.3 73983.4 -2219.47 -7198.19 -30900.1 -168382 -10458.3 1706.16 21954.5 75479.3 -37468.9 19716.7 -1532 29006.8 -9178.95 -14774.5 -19913.6 -20613.7 -3560.36 571.523 4697.46
internal_weight=0 244111 19540 2536 17004 15863 3129 374 2755 2623 45 12734 5614 747 52 2487 7120 1844 74 297 1770 779 156 623 582 548 695 4867 224571 9531
internal_count=4318164 244111 19540 2536 17004 15863 3129 374 2755 2623 45 12734 5614 747 52 2487 7120 1844 74 297 1770 779 156 623 582 548 695 4867 224571 9531
is_linear=0
shrinkage=0.1


Tree=1570
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 5 1 3 5 5 1 0 5 3 3 6 0 2 2 3 2 1 5 1 3 0 0 0 5
split_gain=2.57867e+12 4.84535e+13 4.43447e+13 1.01391e+14 9.56204e+13 5.2084e+13 7.52637e+13 4.92529e+13 4.70196e+13 1.23437e+14 4.58083e+13 8.34939e+13 5.17365e+13 4.33432e+13 4.26802e+13 4.27113e+13 4.96804e+13 3.98596e+13 3.93021e+13 3.3106e+13 4.01776e+13 3.4532e+13 3.27348e+13 4.41114e+13 3.77582e+13 1.69949e+14 6.57479e+13 6.10567e+13 7.62667e+13 6.98118e+13
threshold=49.111504200000006 50.227799100000006 53.310923100000004 55.299834250000011 53.204054050000003 1.5000000000000002 150.04500000000004 50.158868250000005 3.5000000000000004 87.395000000000024 95.020000000000024 50.158868250000005 53.145783300000012 120.05000000000001 15.500000000000002 9.5000000000000018 1.5000000000000002 53.242949050000007 3.5000000000000004 15.500000000000002 21.500000000000004 13.500000000000002 52.307266200000008 87.00500000000001 52.395917250000004 6.5000000000000009 55.751981950000008 55.701368300000006 55.74310830000001 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 14 10 6 -5 17 9 -9 -2 12 -12 -10 15 -4 -17 -6 -14 21 -21 -20 23 -3 25 26 27 -24 29 -29
right_child=1 22 3 5 7 -7 -8 8 13 -11 11 -13 18 -15 -16 16 -18 -19 19 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-68.086941893737105 -549.19484532460308 -1991.0345405507885 -10320.062316671407 8114.6485394530728 27744.669454804327 1067.7047969650025 178464.07056415267 25339.168532492899 8718.0849091974051 223170.69401785714 -42714.550707465278 -71235.179958767359 1944.6155988198138 -38016.031841859723 -27345.897486825121 25400.214190566054 -5165.8761441762363 -92421.403292410716 50847.055734485933 -108294.1974330357 51422.960975477436 149489.94669510692 6475.1278112003656 -17521.289752242192 -32.067491535089765 -1929.1744715757341 -26902.097561019993 41691.780015362776 19217.968339677376 126658.60254802181
leaf_weight=2430983 18671 47597 6866 10551 1951 80205 26 319 11295 35 90 90 235 202 1079 807 1559 28 537 28 36 38 2343 1902 1681723 14481 322 857 3199 109
leaf_count=2430983 18671 47597 6866 10551 1951 80205 26 319 11295 35 90 90 235 202 1079 807 1559 28 537 28 36 38 2343 1902 1681723 14481 322 857 3199 109
internal_value=0 87.7066 1915.76 870.224 5065.7 1937.53 8533.4 11440.9 9002.25 44898.8 595.791 20878.5 29478.4 7896.98 -8526.76 -6327.25 5259.67 26044.5 36912.4 49772.3 -18453.3 57366.1 -52.7437 -2587.78 20.9377 4203.76 17206.8 19389.2 26654 51279.1
internal_weight=0 1.88718e+06 134648 101093 33555 90782 10577 13830 11851 354 19725 1054 964 11497 10311 9232 2366 1979 874 639 64 575 1.75253e+06 49499 1.70303e+06 21311 6830 6508 4165 966
internal_count=4318164 1887181 134648 101093 33555 90782 10577 13830 11851 354 19725 1054 964 11497 10311 9232 2366 1979 874 639 64 575 1752533 49499 1703034 21311 6830 6508 4165 966
is_linear=0
shrinkage=0.1


Tree=1571
num_leaves=31
num_cat=0
split_feature=1 6 2 0 3 0 1 1 0 0 1 0 3 5 0 1 1 5 0 1 0 1 5 0 1 1 1 5 5 4
split_gain=2.79252e+12 2.31837e+13 4.20516e+13 6.24883e+13 5.23723e+13 7.24194e+13 6.52564e+13 5.7189e+13 1.01057e+14 1.61658e+14 1.14048e+14 1.11333e+14 1.0788e+14 9.45292e+13 1.09248e+14 9.40651e+13 7.74506e+13 7.67809e+13 7.52999e+13 7.91047e+13 6.8196e+13 6.43372e+13 5.84208e+13 5.7309e+13 1.22266e+14 7.57537e+13 1.01362e+14 5.05614e+13 4.92066e+13 1.03408e+14
threshold=38.781124500000011 1.5000000000000002 13.500000000000002 55.695992150000002 24.500000000000004 55.745923000000012 38.633372000000001 37.642309100000013 55.826364100000013 55.812836050000008 37.597123000000003 55.751981950000008 15.500000000000002 81.00500000000001 55.755036050000008 37.615058950000012 37.457850350000008 60.005000000000003 55.727011600000004 37.944765900000007 55.701368300000006 37.516458750000005 33.585000000000008 55.851332700000007 37.582182450000005 37.516458750000005 37.314272700000011 80.815000000000012 75.015000000000015 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 -4 6 -6 7 8 9 10 11 27 -12 14 21 -14 -15 -11 19 20 -9 -13 -16 24 25 26 -10 -5 -3 -30
right_child=-2 2 3 4 5 -7 -8 18 23 17 12 13 15 16 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-464.85682137172694 -52.934947813077422 359.71588977349484 -5813.4362139864206 -13485.345665673141 31473.590878730029 3095.5919909066579 -105192.40509573516 4542.9419654386211 -21221.077391449151 -22709.805536813448 87260.605849847561 47865.574137931035 -247737.95161132814 138806.97909973716 139662.10729166667 -66193.440228826352 -56688.782625000007 -92510.055804677511 409.48096549539787 -4583.091309421412 50905.790834065061 266772.16349999997 -2388.2327168610764 -2728.6858872923613 128925.97997944079 -59165.62069019991 48158.842131343117 -75700.005956687397 -4843.5573677796983 4210.3353560511478
leaf_weight=443968 3012745 679905 25593 1631 949 17162 61 481 346 264 41 29 32 107 30 264 25 391 9264 778 932 25 829 26188 95 136 538 142 14968 80245
leaf_count=443968 3012745 679905 25593 1631 949 17162 61 481 346 264 41 29 32 107 30 264 25 391 9264 778 932 25 829 26188 95 136 538 142 14968 80245
internal_value=0 122.167 424.703 -1668.79 77.5717 4582.57 -1836.39 -1688.28 -3912.31 -19168.8 -9783.34 -3208.46 -64762.6 22681.9 11245.8 -85819.9 101781 -64376.8 4352.43 21024.1 35123.4 149211 2572.78 -1783.34 20420.1 10314.2 21003.4 -18468.1 657.877 2787.01
internal_weight=0 1.30542e+06 861451 86333 60740 18111 42629 42568 31113 3810 3155 2818 337 1045 913 296 132 655 11455 2191 1413 54 859 27303 1115 1020 884 1773 775118 95213
internal_count=4318164 1305419 861451 86333 60740 18111 42629 42568 31113 3810 3155 2818 337 1045 913 296 132 655 11455 2191 1413 54 859 27303 1115 1020 884 1773 775118 95213
is_linear=0
shrinkage=0.1


Tree=1572
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 1 0 4 6 0 0 1 3 0 0 2 1 4 0 1 1 2 1 0 3 5 0 0 1 0
split_gain=3.06657e+12 1.12902e+13 3.63878e+13 4.22941e+13 4.1149e+13 4.11498e+13 3.70289e+13 3.24557e+13 3.22538e+13 3.43552e+13 4.71955e+13 3.45103e+13 3.6949e+13 3.21062e+13 3.67973e+13 3.39726e+13 4.1697e+13 3.18496e+13 3.25949e+13 4.40784e+13 3.8141e+13 3.16916e+13 3.08662e+13 5.35104e+13 7.04232e+13 5.68386e+13 7.87531e+13 5.45297e+13 4.99276e+13 5.20452e+13
threshold=96.015000000000015 94.040000000000006 39.007683500000006 30.451272450000005 82.95335685000002 65.520339550000017 59.982527000000012 3.5000000000000004 1.5000000000000002 55.664473600000008 55.885524800000006 37.417247200000006 18.500000000000004 45.022371150000005 55.993277250000013 8.5000000000000018 37.475443250000005 3.5000000000000004 43.514103700000014 49.148175700000003 43.868031300000006 22.500000000000004 30.305955500000003 60.029906750000002 18.500000000000004 95.020000000000024 54.725565150000001 54.947737500000009 30.315880100000005 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 5 17 7 8 9 11 21 -5 -13 -9 15 16 -15 -4 20 -20 -19 -11 23 25 -25 26 -3 -28 29 -24
right_child=-2 2 4 6 -6 -7 -8 13 -10 10 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=5.3881020675787283 -444.88668180763972 76349.2658274407 9845.4492739129964 47363.368487870066 -5171.5440119645828 25942.580319833298 -69289.279056720348 -68587.083958333344 -16686.52410402133 41532.018027180995 -34065.956511395678 -52350.422399702227 3451.2205137475744 104615.29276413692 -40391.221727430559 -20420.641190011163 26094.166195458845 159261.54966138757 -37012.462508140234 6175.3533151634438 10011.029506216477 -40222.47410451062 138425.47754216273 -10915.159342447918 134479.44275453629 -35949.56551415228 -80628.326056463076 5770.1393286700586 9403.9711585314126 31216.547711447012
leaf_weight=4151454 149570 137 5205 76 2308 1345 98 45 2715 450 133 244 231 84 90 112 347 23 460 486 67 53 63 72 62 496 88 430 1059 161
leaf_count=4151454 149570 137 5205 76 2308 1345 98 45 2715 450 133 244 231 84 90 112 347 23 460 486 67 53 63 72 62 496 88 430 1059 161
internal_value=0 15.9626 2577.2 -2806.85 6520.28 10077.5 -8467.39 -7165.96 -10675 3075.14 18910.1 -15202.6 -25213.2 13028.9 18831 28646.9 41397.6 6658.36 -9354.01 -14825.1 48152.8 32917.7 7504.69 -3450.14 56357 -10412.9 8924.76 -8907.59 18476.6 61369.1
internal_weight=0 4.16859e+06 17140 7246 9894 7586 4678 4580 3902 1187 636 551 475 678 633 543 431 6241 1036 946 90 503 2568 1285 134 1151 655 518 1283 224
internal_count=4318164 4168594 17140 7246 9894 7586 4678 4580 3902 1187 636 551 475 678 633 543 431 6241 1036 946 90 503 2568 1285 134 1151 655 518 1283 224
is_linear=0
shrinkage=0.1


Tree=1573
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 1 3 0 1 3 6 2 0 1 1 3 5 3 5 3 5 5 0 3 0 1 0 0 5 3
split_gain=2.97635e+12 1.40137e+13 4.63667e+13 4.44423e+13 4.84521e+13 5.17143e+13 5.47089e+13 1.19907e+14 9.78022e+13 7.80955e+13 6.86432e+13 6.16825e+13 5.88568e+13 4.51159e+13 4.47604e+13 4.84077e+13 4.43914e+13 5.20613e+13 6.45646e+13 5.56533e+13 4.26964e+13 4.26291e+13 4.25847e+13 4.23651e+13 4.04531e+13 7.59244e+13 6.73336e+13 6.91558e+13 9.06969e+13 9.14887e+13
threshold=9.5000000000000018 1.5000000000000002 50.005000000000003 43.642715500000008 61.880021000000006 30.346469350000003 14.500000000000002 56.197733450000008 37.832345550000007 21.500000000000004 1.5000000000000002 14.500000000000002 55.416472000000006 82.975438000000011 39.704585000000002 13.500000000000002 43.005000000000003 20.500000000000004 47.815000000000005 22.500000000000004 35.305000000000007 49.995000000000012 54.940316550000006 12.500000000000002 55.551692500000009 37.582182450000005 55.719391050000006 55.851332700000007 48.945000000000007 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 5 -5 -7 8 9 12 -10 20 -8 22 15 23 -16 -18 -19 -20 -11 -13 -6 -3 25 -14 -26 28 -28 -30
right_child=1 2 -4 4 13 6 7 -9 10 11 -12 21 24 -15 16 -17 17 18 19 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-91.979688629776604 -164.46282658028318 34940.932665086024 128.1363576381107 9241.3454730048306 -22026.660835673269 -3183.2174455442619 -3530.7442061851762 -6310.7471366577092 -4515.6390993052846 63759.79710325678 7863.8514306450716 13832.906565709387 68213.935007305292 1080.2450872096845 32975.268023704797 -63414.66372767857 -4147.0312732579114 -7899.7037860576929 36943.270210597831 248625.57269241899 -9203.3080847266738 83599.013938306729 11085.903094941277 129908.82818933824 8507.8176795293421 -1290.6828072066855 69932.947161511751 16645.506125870688 -80607.217658025576 41114.519704861115
leaf_weight=1938624 1205954 105 1072662 6681 401 30028 812 11098 9181 83 8746 1824 516 10030 659 28 1267 52 23 27 2379 92 12351 85 2016 226 777 1142 88 207
leaf_count=1938624 1205954 105 1072662 6681 401 30028 812 11098 9181 83 8746 1824 516 10030 659 28 1267 52 23 27 2379 92 12351 85 2016 226 777 1142 88 207
internal_value=0 74.9363 320.938 2370.12 2053.53 839.489 28.4966 2489.55 5966.56 13803.9 1523.91 3727.67 21430.8 6097.98 16279.5 59336.9 11651 1386.06 70115.7 151252 -6743.54 17182.8 10044.6 77426.6 25507.4 47044.1 21729.6 33768.9 52010.4 4804.31
internal_weight=0 2.37954e+06 1.17359e+06 100924 98678 75896 69215 39187 28089 10162 17927 4378 5784 22782 2246 218 2028 1369 102 50 2462 1916 12752 190 4972 742 4230 2214 1072 295
internal_count=4318164 2379540 1173586 100924 98678 75896 69215 39187 28089 10162 17927 4378 5784 22782 2246 218 2028 1369 102 50 2462 1916 12752 190 4972 742 4230 2214 1072 295
is_linear=0
shrinkage=0.1


Tree=1574
num_leaves=31
num_cat=0
split_feature=5 0 0 1 2 0 1 1 4 5 0 1 5 5 3 5 1 1 5 0 5 3 5 1 1 4 3 4 1 0
split_gain=2.80897e+12 1.63875e+13 4.91533e+13 1.44717e+14 8.92917e+13 6.82946e+13 8.08496e+13 1.23195e+14 7.99661e+13 7.95131e+13 7.81708e+13 9.02474e+13 7.58316e+13 5.91623e+13 5.88162e+13 5.83518e+13 5.52893e+13 6.37885e+13 5.52434e+13 6.64312e+13 5.57182e+13 1.00274e+14 5.41482e+13 6.04943e+13 5.15104e+13 8.36475e+13 6.6518e+13 4.99989e+13 4.88093e+13 6.68568e+13
threshold=89.00500000000001 59.932719750000011 59.990816400000007 30.207352000000004 7.5000000000000009 60.003414000000006 30.207352000000004 30.226173900000003 3.5000000000000004 132.05000000000004 60.017447350000005 30.346469350000003 120.05000000000001 96.015000000000015 24.500000000000004 98.020000000000024 30.502469200000004 30.388336800000001 92.035000000000011 59.950068600000009 94.040000000000006 16.500000000000004 100.05000000000001 30.346469350000003 30.315880100000005 2.5000000000000004 23.500000000000004 2.5000000000000004 30.362552800000003 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 27 16 6 -4 -8 12 -10 11 14 -9 18 -7 -15 17 28 24 -20 -21 -22 23 -17 25 -6 -27 -3 -5 -30
right_child=1 2 5 4 13 10 7 8 9 -11 -12 -13 -14 15 -16 22 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=18.717689520052847 -606.53295971087198 -176987.57752016129 35897.022227172849 5347.9917143530074 -95032.137687499999 6167.1825559486315 -130065.45648378316 -31474.564706344434 87868.771181832111 -92805.682672119146 -3391.259560853543 90775.157357805729 -184424.06093191964 -47778.858183593751 97519.938903166127 133149.52833827227 -106518.70882457386 35387.938401470768 153720.32949984682 114288.9150974026 -70058.239285278323 156834.11902901786 17963.5316435682 -22534.320267857143 -17576.768437500003 151503.25152484942 -31794.50821814904 -43750.820111480316 -10629.605436573518 -108505.98020220589
leaf_weight=4097479 202401 31 160 5183 25 970 132 439 102 32 7670 173 35 120 76 87 44 660 102 77 64 28 1012 35 135 83 26 308 390 85
leaf_count=4097479 202401 31 160 5183 25 970 132 439 102 32 7670 173 35 120 76 87 44 660 102 77 64 28 1012 35 135 83 26 308 390 85
internal_value=0 -347.533 2519.55 8085.36 10746.3 -2310.52 -28560.5 -42497.3 -23485.8 44722.6 347.263 23870.2 -42768.3 30450.2 12804.7 18533.4 5190.08 5968.05 58123.7 89990.2 51525.9 -1004.04 25550.6 88486.1 26020.2 69942.6 107781 -55934.7 2536.25 -28144.3
internal_weight=0 220685 18284 8495 8156 9789 900 740 608 134 8889 1219 474 1794 1046 1254 6362 6318 540 271 169 92 1134 122 269 134 109 339 5658 475
internal_count=4318164 220685 18284 8495 8156 9789 900 740 608 134 8889 1219 474 1794 1046 1254 6362 6318 540 271 169 92 1134 122 269 134 109 339 5658 475
is_linear=0
shrinkage=0.1


Tree=1575
num_leaves=31
num_cat=0
split_feature=0 3 5 1 3 1 0 1 0 0 0 1 5 5 0 5 2 1 0 5 2 1 5 1 5 6 1 5 1 0
split_gain=2.73262e+12 2.29586e+13 3.90956e+13 6.29072e+13 6.51589e+13 5.51493e+13 5.86904e+13 5.05398e+13 7.406e+13 1.02524e+14 7.04767e+13 1.02605e+14 8.70815e+13 8.98509e+13 5.55041e+13 5.07502e+13 4.65957e+13 5.69196e+13 4.58294e+13 1.02403e+14 4.9094e+13 3.90165e+13 5.94679e+13 3.88794e+13 3.73101e+13 3.69961e+13 4.49371e+13 7.4722e+13 1.03463e+14 7.174e+13
threshold=54.762542150000009 19.500000000000004 63.005000000000003 39.071052600000009 22.500000000000004 39.041623000000008 45.005863250000004 39.016372550000007 45.063245200000004 45.070824200000011 45.022371150000005 38.984911950000004 105.35000000000001 99.555000000000021 45.005863250000004 89.00500000000001 2.5000000000000004 37.314272700000011 45.013473000000012 103.45000000000002 14.500000000000002 39.704585000000002 47.815000000000005 37.767735350000002 120.05000000000001 1.5000000000000002 39.027779200000005 52.405000000000008 39.488326500000007 54.194619400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 21 4 7 -6 -7 8 10 15 11 12 13 16 -14 -10 -4 -18 19 -8 -21 -3 -23 -19 -5 26 -1 -28 -29 -30
right_child=-2 2 3 24 5 6 18 -9 9 -11 -12 -13 14 -15 -16 -17 17 23 -20 20 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-673.73595238472763 -51.052759587295689 -1522.2734824460799 81321.80924673508 -9004.3227546162852 2904.9754923169266 -46406.32965494792 28752.21442401376 -21736.804517776174 -43133.062037845113 -1072.5791568570523 15253.171118526743 -112344.51337839763 -27440.597513052136 165596.15873161764 -137888.38046456475 -129235.64912229939 124451.49112511837 -40004.700385114884 20294.17868158891 67991.905865119494 225050.23935546877 68.528376673539825 11072.328815289919 3601.0069680158467 16890.114973930027 12.87646846482559 351.25538662664303 12164.305022584842 1366.5827991941642 16924.114009921723
leaf_weight=59043 3058474 52896 67 17233 6502 108 217 1642 442 925 2558 96 130 34 70 81 33 288 1038 34 48 16280 7033 705 575 972748 63273 15994 36370 3227
leaf_count=59043 3058474 52896 67 17233 6502 108 217 1642 442 925 2558 96 130 34 70 81 33 288 1038 34 48 16280 7033 705 575 972748 63273 15994 36370 3227
internal_value=0 123.954 -1262.9 -4148.1 618.876 6832.14 24503 -6364.12 -1714.66 -21080.8 5329.35 -12509.8 -5287.4 5504.07 -66097.3 -56468.3 524.077 -4752.19 30230.9 64727 159928 -20.14 3388.12 -9045.97 -8168.22 255.371 1581.27 2701.39 5376.28 2634.46
internal_weight=0 1.25969e+06 109035 32826 15018 7947 1445 7071 5429 1448 3981 1423 1327 1127 200 523 1093 1026 1337 299 82 76209 23313 993 17808 1.15066e+06 177907 118864 55591 39597
internal_count=4318164 1259690 109035 32826 15018 7947 1445 7071 5429 1448 3981 1423 1327 1127 200 523 1093 1026 1337 299 82 76209 23313 993 17808 1150655 177907 118864 55591 39597
is_linear=0
shrinkage=0.1


Tree=1576
num_leaves=31
num_cat=0
split_feature=0 2 5 3 1 2 1 5 5 6 2 3 3 1 2 2 5 3 5 0 1 3 5 2 1 3 3 1 5 5
split_gain=2.78465e+12 2.06596e+13 4.42376e+13 4.33713e+13 2.27821e+13 2.14641e+13 2.08556e+13 5.67026e+13 7.50005e+13 7.26978e+13 6.33372e+13 6.0852e+13 8.87812e+13 1.23345e+14 8.03267e+13 1.27441e+14 3.24711e+14 1.03646e+14 1.39151e+14 1.71355e+14 6.28476e+13 6.21915e+13 6.19941e+13 5.8334e+13 4.87194e+13 9.31254e+13 4.89235e+13 4.14162e+13 5.23949e+13 4.06752e+13
threshold=44.580511600000001 19.500000000000004 66.990000000000023 23.500000000000004 39.739656000000004 20.500000000000004 39.925119750000007 33.805000000000007 48.035000000000004 1.5000000000000002 1.5000000000000002 14.500000000000002 12.500000000000002 39.826386800000009 11.500000000000002 10.500000000000002 46.810000000000009 13.500000000000002 39.995000000000012 43.592450450000008 39.704585000000002 16.500000000000004 46.810000000000009 5.5000000000000009 39.614024000000008 5.5000000000000009 16.500000000000004 39.726951800000002 46.810000000000009 44.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 -1 11 -10 24 12 29 14 15 17 -17 20 23 27 -14 -13 -16 -19 -11 -26 -27 28 -20 -9
right_child=-2 2 4 -5 -6 -7 -8 8 9 10 -12 21 13 -15 22 16 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4035.5330863613435 15.100213165815118 125013.82061667522 -133043.99635416668 20855.47870251886 54973.460250000004 -17220.554101562502 522.56261841551384 -5057.9736097748118 13746.961831763725 -3230.9357362899386 -3895.3071833804856 -51824.649406970457 42044.391208039029 -67031.630417559223 78888.971302532329 112176.00721114309 -301225.38930921053 71347.246173321764 299492.71379310347 -49849.523266601565 -48238.879260766815 -13144.427043727897 257560.16381250002 -134659.47739955358 36735.35516742857 -19829.267031060379 113662.88516971984 93729.14481148099 134869.50309806035 -16369.776160250311
leaf_weight=12753 4170694 61 24 116 25 48 86243 11829 3278 1341 22799 602 219 124 87 38 38 27 58 32 119 1343 25 28 1270 515 29 23 29 4347
leaf_count=12753 4170694 61 24 116 25 48 86243 11829 3278 1341 22799 602 219 124 87 38 38 27 58 32 119 1343 25 28 1270 515 29 23 29 4347
internal_value=0 -427.059 27006.5 56751.9 -27271.2 -55828.4 -478.125 -1894.01 -3462.88 -285.345 -2057.63 -8359.84 -6445.28 25114.7 40918.5 26647.6 -94524.7 43860.9 101514 153820 10258.3 -25116.4 118771 -33528.9 11222 21906.3 -12713 213069 244618 -8097.81
internal_weight=0 147470 274 177 97 72 147196 60953 48200 29232 25954 18968 17023 847 723 611 76 535 197 142 338 1945 112 55 3155 1814 544 110 87 16176
internal_count=4318164 147470 274 177 97 72 147196 60953 48200 29232 25954 18968 17023 847 723 611 76 535 197 142 338 1945 112 55 3155 1814 544 110 87 16176
is_linear=0
shrinkage=0.1


Tree=1577
num_leaves=31
num_cat=0
split_feature=5 5 3 3 1 1 3 0 4 6 5 0 4 5 3 1 1 2 5 0 5 0 1 1 5 2 3 5 0 1
split_gain=2.83899e+12 4.99923e+13 4.52179e+13 3.14454e+13 4.3839e+13 4.40222e+13 3.27507e+13 3.5593e+13 2.81165e+13 1.36472e+14 1.01567e+14 8.85685e+13 1.01363e+14 9.53836e+13 1.05281e+14 8.71924e+13 9.84677e+13 7.08129e+13 6.63645e+13 6.22151e+13 6.0255e+13 7.56019e+13 6.0016e+13 1.37345e+14 4.94907e+13 4.52813e+13 7.1202e+13 4.51903e+13 1.16777e+14 4.50921e+13
threshold=49.010000000000012 47.415000000000006 18.500000000000004 29.500000000000004 37.503486000000002 37.559851850000008 38.500000000000007 55.777112100000004 1.5000000000000002 1.5000000000000002 51.405000000000008 45.040161900000008 1.0000000180025095e-35 53.705000000000005 15.500000000000002 30.160599000000001 30.207352000000004 4.5000000000000009 63.455000000000005 60.063729500000008 80.00500000000001 56.281985950000006 60.611165000000007 60.55755580000001 55.730000000000011 3.5000000000000004 16.500000000000004 87.00500000000001 56.338501050000012 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 -5 9 10 -2 -11 -13 14 -14 19 -17 18 -18 -15 29 -22 23 -12 -25 -26 -27 -20 -29 -19
right_child=8 2 3 4 5 -7 -8 -9 -10 11 22 12 13 15 -16 16 17 20 27 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-53.051052061986518 -7390.4391216747026 1296.3504839728057 9067.8993352918897 185291.01250000001 -56260.630937262351 -3061.9900163853099 -34898.340416666666 34587.007273065472 11.884295138606435 3838.1137308214184 8218.1318279593524 2897.2942414478243 3306.5405442926785 21262.711416613314 -9691.17446345998 -95187.57879937446 -184.26740808737136 -32981.243429812872 -26110.922915692314 180069.66796875 -34506.772814500189 21859.765190487815 1827.8166046376746 38539.277423944535 -139.996375 290177.22945601854 103769.5990257353 -32924.582712770374 40209.204478720778 -15735.145892187531
leaf_weight=2116869 9249 150467 11165 25 226 499 30 42 1907066 11348 13199 11170 12615 482 12316 143 7166 1702 2063 26 332 840 34080 151 25 27 85 471 407 13878
leaf_count=2116869 9249 150467 11165 25 226 499 30 42 1907066 11348 13199 11170 12615 482 12316 143 7166 1702 2063 26 332 840 34080 151 25 27 85 471 407 13878
internal_value=0 76.6868 1767.25 7678.17 -11198.1 -19645.3 51937.9 90819.8 -85.7321 -1498.45 2197.97 -4300.19 -5752.04 -7594.36 -3114.38 -11654.4 -12426.6 -11985.9 -5375.45 29390.6 -15974.2 5892.45 4062.36 9708.78 78024.8 121545 148707 -18024.2 976.843 -17619.2
internal_weight=0 2.27932e+06 162454 11987 822 725 97 67 2.03884e+06 131775 56816 74959 63611 52441 24931 27510 27002 26859 10107 508 16752 1172 47567 13487 288 137 112 2941 878 15580
internal_count=4318164 2279323 162454 11987 822 725 97 67 2038841 131775 56816 74959 63611 52441 24931 27510 27002 26859 10107 508 16752 1172 47567 13487 288 137 112 2941 878 15580
is_linear=0
shrinkage=0.1


Tree=1578
num_leaves=31
num_cat=0
split_feature=5 4 6 3 0 3 1 3 5 1 1 3 4 5 1 1 1 1 0 0 1 1 5 1 3 0 3 2 1 2
split_gain=2.87128e+12 1.67012e+13 4.64147e+13 2.86213e+13 3.59572e+13 5.21434e+13 3.41799e+13 5.70962e+13 3.96322e+13 3.90254e+13 3.30803e+13 3.1871e+13 7.16731e+13 2.97791e+13 2.91255e+13 3.17935e+13 2.74579e+13 2.85976e+13 2.68343e+13 2.36421e+13 2.34582e+13 2.94264e+13 3.76938e+13 2.17304e+13 2.14747e+13 3.14092e+13 2.54155e+13 2.13423e+13 4.28243e+13 2.44033e+13
threshold=39.005000000000003 1.5000000000000002 1.5000000000000002 7.5000000000000009 56.197733450000008 17.500000000000004 37.737121850000008 9.5000000000000018 37.505000000000003 37.792847950000002 37.516458750000005 5.5000000000000009 3.5000000000000004 16.850000000000005 30.243224600000001 30.434657650000002 30.410108300000001 30.160599000000001 60.003414000000006 44.039893800000009 30.502469200000004 30.226173900000003 18.050000000000004 30.362552800000003 15.500000000000002 59.939091550000008 17.500000000000004 7.5000000000000009 37.559851850000008 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 11 5 6 8 13 10 -9 -5 20 -13 -8 -6 18 17 -3 -16 -11 21 -4 -23 -20 25 -19 -26 -12 29 -29
right_child=-2 2 3 4 14 -7 7 9 -10 19 27 12 -14 -15 15 -17 -18 24 23 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=211.64200826605421 -50.420948248072044 -12390.36675348407 -7458.0531707653445 -4550.9912039987667 24078.042841060582 22397.28252868235 8580.089556964238 -39911.673298155591 -6769.9746054108127 32664.306638012426 18461.618324969142 11724.926583065919 166219.27560483874 -20848.455854884105 -39764.871499721557 -11362.657341934793 2918.9876734426743 20883.438984054817 59672.761801851717 1405.6270871521417 -2143.9928482227224 135880.23121553307 25404.345338218078 -25412.812400968309 -37438.396668462643 71799.605563126752 22661.140924868378 196243.04001116072 26479.97268013714 60313.617835937504
leaf_weight=1142370 3123815 229 279 570 189 731 384 212 1970 271 788 958 31 3289 765 3139 6903 305 52 2258 27366 34 337 71 87 201 368 28 139 25
leaf_count=1142370 3123815 229 279 570 189 731 384 212 1970 271 788 958 31 3289 765 3139 6903 305 52 2258 27366 34 337 71 87 201 368 28 139 25
internal_value=0 131.876 -1621.19 -2904.42 -6469.77 -3379.14 -5275.92 -9621.32 2642.1 1300.5 14604.5 -1075.22 16567.5 -17771.8 -14288 -16088.6 5337.42 19366.3 -32794.4 4755.21 -1698.03 17077.5 35528.8 10558.3 26933.7 41109 11169.6 25746 55642.5 132125
internal_weight=0 1.19435e+06 51979 43886 14881 10665 9934 6414 3520 2741 1550 29005 989 3673 4216 4027 8093 1190 888 2529 28016 650 371 123 961 506 455 980 192 53
internal_count=4318164 1194349 51979 43886 14881 10665 9934 6414 3520 2741 1550 29005 989 3673 4216 4027 8093 1190 888 2529 28016 650 371 123 961 506 455 980 192 53
is_linear=0
shrinkage=0.1


Tree=1579
num_leaves=31
num_cat=0
split_feature=0 1 5 1 0 0 0 5 2 3 2 5 5 5 3 3 4 0 1 2 5 3 0 6 3 1 2 3 6 1
split_gain=2.66332e+12 1.10822e+13 1.63784e+13 1.0939e+13 2.4647e+13 1.82532e+13 2.26477e+13 1.88189e+13 1.61638e+13 1.22909e+13 1.21279e+13 1.67852e+13 1.11715e+13 1.17879e+13 1.21685e+13 1.64133e+13 1.09372e+13 1.04986e+13 2.46574e+13 1.69795e+13 1.42418e+13 1.29115e+13 3.04633e+13 2.63741e+13 2.62403e+13 4.29338e+13 2.59723e+13 2.87843e+13 2.09028e+13 3.46671e+13
threshold=60.693675950000006 33.101335500000005 125.85000000000001 30.102666750000001 63.563300600000012 61.785186750000001 61.674413550000004 65.045000000000016 5.5000000000000009 2.5000000000000004 1.5000000000000002 62.015000000000008 112.04500000000002 81.00500000000001 7.5000000000000009 4.5000000000000009 3.5000000000000004 61.785186750000001 114.17164950000002 16.500000000000004 71.715000000000018 13.500000000000002 61.674413550000004 1.5000000000000002 12.500000000000002 50.888703650000004 19.500000000000004 15.500000000000002 1.5000000000000002 65.659480050000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 9 12 -5 -6 -12 13 -2 15 -15 -8 18 21 -19 -20 24 23 -23 28 -26 27 -25 29 -3
right_child=1 17 -4 4 10 -7 16 -9 -10 -11 11 -13 -14 14 -16 -17 -18 19 20 -21 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-9.2897102834825365 6181.0209697544451 -1969.2189820205856 -85259.889062500006 10471.926174771585 -19096.014469338636 -46499.157598141981 1722.0983181066681 -73197.190623604911 -24937.638914579504 -25846.711211455542 3246.7551023815527 45621.351951872995 72667.83984375 4598.3713631465516 22742.658811113914 -94210.038750000007 64694.483489583334 -413.39339918575337 -11172.023085369061 58502.745522261648 -53841.793352622182 25200.646722781064 -9800.699032637749 17579.256988002231 18397.404335846517 140600.11801339287 99242.011265625013 -17169.241705683016 4287.9424424082154 -46695.458256134036
leaf_weight=4258578 1471 1298 25 118 163 191 342 70 204 443 465 117 24 29 31 40 30 28697 466 49 94 579 2307 385 161 35 25 626 20901 200
leaf_count=4258578 1471 1298 25 118 163 191 342 70 204 443 465 117 24 29 31 40 30 28697 466 49 94 579 2307 385 161 35 25 626 20901 200
internal_value=0 663.93 -4588.75 -4049.21 -9259.91 -18165.6 -12770.1 -24307.8 1566.98 -18207.5 5013.14 11765.4 4956.92 3922.51 -29300.3 -52681.9 6800.52 1018.01 2431.03 -312.966 -18334.4 2869.56 -2426.8 8106.68 3788.9 40219.3 -1446.8 -3936.63 3470.12 -7940.68
internal_weight=0 59586 3763 3738 1939 1194 1003 631 1799 561 745 582 1595 1571 100 69 372 55823 27077 28746 560 26517 3922 1615 22595 196 1036 1011 22399 1498
internal_count=4318164 59586 3763 3738 1939 1194 1003 631 1799 561 745 582 1595 1571 100 69 372 55823 27077 28746 560 26517 3922 1615 22595 196 1036 1011 22399 1498
is_linear=0
shrinkage=0.1


Tree=1580
num_leaves=31
num_cat=0
split_feature=2 3 4 0 1 0 1 0 0 1 5 5 5 0 1 0 1 0 1 5 3 3 1 0 0 3 0 0 6 3
split_gain=2.67403e+12 3.35426e+13 3.88444e+13 4.25632e+13 4.47876e+13 3.5195e+13 3.2935e+13 4.81443e+13 7.54315e+13 4.2261e+13 5.79218e+13 3.64299e+13 5.47105e+13 3.47097e+13 2.91592e+13 6.52499e+13 1.06787e+14 1.76502e+14 1.82072e+14 8.55359e+13 6.2763e+13 5.25523e+13 1.04896e+14 1.29314e+14 4.4229e+14 2.39331e+14 1.38419e+14 1.16338e+14 1.0999e+14 1.27909e+14
threshold=5.5000000000000009 6.5000000000000009 4.5000000000000009 55.141517900000004 39.726951800000002 44.678200800000006 36.761894450000007 60.029906750000002 60.693675950000006 37.328003200000005 71.715000000000018 85.91500000000002 142.05000000000004 54.484631300000011 37.869926150000005 60.017447350000005 30.434657650000002 60.042666650000008 30.451272450000005 66.040000000000006 20.500000000000004 24.500000000000004 37.832345550000007 55.769960200000007 55.674875350000008 21.500000000000004 55.812836050000008 55.91302515000001 1.5000000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 11 -9 10 -8 13 -13 -7 15 21 -17 18 19 -18 -19 22 -3 24 -24 27 -27 -25 29 -29
right_child=1 14 3 -5 -6 6 9 8 -10 -11 -12 12 -14 -15 -16 16 17 20 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-67.744150932560885 -19178.277103384924 1272.2285627900696 222717.47065217394 8956.1014530766115 34386.824349539624 -55795.153032453672 8376.9563564566688 115736.11125710228 -37871.828049395168 -2489.6594980159648 115734.08584397007 -67767.036800193062 96491.261647727282 -6870.1933559136996 -139.10040334192752 -332.37171728532536 -53201.589943026243 -5560.9182594253052 -15215.355352827675 -138239.40303560146 23175.630256554679 -1157.4588558389596 664.24105559205702 -23664.25570613725 55960.539185744434 -40212.030933948867 83803.575334102745 111267.08218152596 -961.10708149448806 8883.8173241573313
leaf_weight=2480138 1657 403337 23 111 28 172 172 66 62 9475 71 259 22 924 1263035 48012 908 6843 2745 136 855 85713 3978 2132 2273 110 495 198 3896 318
leaf_count=2480138 1657 403337 23 111 28 172 172 66 62 9475 71 259 22 924 1263035 48012 908 6843 2745 136 855 85713 3978 2132 2273 110 495 198 3896 318
internal_value=0 91.4105 -4961.94 43700.4 119320 -5574 -3565.42 -17331 41332.3 -1433.58 39744.7 -22784.1 -54907 -14548.2 127.524 726.787 -2404.57 -11065.7 -28734.2 -64279.3 -2369.21 1097.6 1561.41 10265.6 20771.2 1079.69 61255.3 -4483.61 4785.01 48170.4
internal_weight=0 1.83803e+06 13042 162 51 12880 11223 1505 128 9718 243 1377 281 1096 1.82498e+06 561949 59499 11487 3789 1044 7698 502450 416737 13400 6251 7149 605 6544 4412 516
internal_count=4318164 1838026 13042 162 51 12880 11223 1505 128 9718 243 1377 281 1096 1824984 561949 59499 11487 3789 1044 7698 502450 416737 13400 6251 7149 605 6544 4412 516
is_linear=0
shrinkage=0.1


Tree=1581
num_leaves=31
num_cat=0
split_feature=3 5 1 1 5 0 3 0 1 2 1 0 0 0 0 0 0 5 5 1 0 5 5 5 0 3 1 3 5 3
split_gain=3.37944e+12 1.71974e+13 4.18748e+13 6.84529e+13 5.72969e+13 5.19607e+13 5.99982e+13 4.77932e+13 1.08496e+14 6.09463e+13 4.3705e+13 4.73592e+13 3.82578e+13 4.89299e+13 3.67101e+13 5.81199e+13 5.14097e+13 5.04472e+13 4.27685e+13 3.67443e+13 3.61335e+13 3.50026e+13 3.41486e+13 4.80432e+13 5.06825e+13 1.07782e+14 1.44374e+14 7.42811e+13 3.9758e+13 3.5728e+13
threshold=25.500000000000004 53.995000000000012 30.323743050000001 30.259484550000003 78.710000000000022 56.852744000000008 26.500000000000004 60.035045000000004 30.362552800000003 14.500000000000002 60.648383500000008 56.863241500000008 59.882016200000002 59.853570100000006 59.896318000000008 59.882016200000002 59.834458500000004 60.610000000000007 66.040000000000006 56.135466100000009 60.063729500000008 96.015000000000015 61.405000000000008 63.005000000000003 55.762622900000004 28.500000000000004 37.692869000000009 26.500000000000004 62.995000000000012 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 22 7 8 9 -7 11 -10 13 -8 15 16 19 -17 -16 -13 -14 -6 29 24 -24 26 27 -26 -27 -4
right_child=1 2 5 4 21 6 12 -9 10 -11 -12 14 20 -15 18 17 -18 -19 -20 -21 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-11.720622214776483 2054.2397906233932 26596.803949974623 -13567.258934750918 -26908.286928186579 -150516.85216200087 38611.311350047836 5356.6735292036146 4322.079166755294 87277.803962053571 185357.68724347017 -49486.514980963213 -63920.115126787605 -25019.706882807033 92234.309652400378 6858.9663619934327 6242.343970870972 90301.092136678897 -87773.428475804016 60605.095165068822 24580.692374203612 11035.686737910404 -31888.587417763159 -783.30413626574591 -1546.6710927426586 110102.74079461349 -3130.4509344642338 14252.807383368267 275812.76458333334 60104.231221164497 223.08017672234382
leaf_weight=4243674 40645 177 4552 354 72 49 1072 1297 119 67 79 59 938 69 251 128 98 103 361 229 395 38 872 18441 76 458 123 42 127 3199
leaf_count=4243674 40645 177 4552 354 72 49 1072 1297 119 67 79 59 938 69 251 128 98 103 361 229 395 38 872 18441 76 458 123 42 127 3199
internal_value=0 667.721 -997.372 -26313.4 -46496.8 -508.649 8554.01 18471.4 30365 123370 22804.6 27041.3 -2830.59 10610.4 21208.8 3996.04 27738.9 -35678.1 38562.2 6450.32 -14335.6 -109536 -2235.4 -64.5847 16031.5 33782.7 90062.4 169084 10597.4 -7875.7
internal_weight=0 74490 33845 641 464 33204 5314 2840 1543 116 1427 1348 2474 1141 1229 617 386 231 612 288 1333 110 27890 20139 1698 826 241 118 585 7751
internal_count=4318164 74490 33845 641 464 33204 5314 2840 1543 116 1427 1348 2474 1141 1229 617 386 231 612 288 1333 110 27890 20139 1698 826 241 118 585 7751
is_linear=0
shrinkage=0.1


Tree=1582
num_leaves=31
num_cat=0
split_feature=1 5 1 1 1 0 0 4 5 0 6 5 0 5 3 0 0 5 2 4 5 0 3 1 3 0 1 0 1 5
split_gain=2.98731e+12 1.86291e+13 2.92136e+13 6.18215e+13 6.52693e+13 8.12493e+13 9.08931e+13 6.90832e+13 6.49132e+13 1.129e+14 5.6394e+13 7.40627e+13 1.44991e+14 1.01616e+14 1.71089e+14 9.22151e+13 8.64757e+13 8.6424e+13 8.406e+13 8.19542e+13 9.05315e+13 9.62117e+13 7.34749e+13 7.2334e+13 8.77194e+13 6.25976e+13 1.15169e+14 6.53989e+13 6.27846e+13 5.94289e+13
threshold=43.574807850000006 31.010000000000002 50.388877400000005 49.964253350000007 49.323301500000007 55.795550600000006 55.745923000000012 2.5000000000000004 77.715000000000018 51.67657710000001 1.5000000000000002 57.005000000000003 45.254062050000009 77.715000000000018 12.500000000000002 56.320495600000008 56.367862600000002 79.730000000000018 1.5000000000000002 1.5000000000000002 55.990000000000002 55.793358600000012 19.500000000000004 43.94115175000001 11.500000000000002 55.820531900000013 49.148175700000003 56.281985950000006 43.868031300000006 39.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 10 9 -9 -3 19 -13 14 -14 17 18 -15 -17 20 -12 -22 -19 -21 -25 26 -16 -27 -29 -26
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 11 12 13 15 25 16 -18 22 -20 23 21 -23 -24 24 29 27 -28 28 -30 -31
leaf_value=-83.789626278977508 -861.71024446088086 -939.03840030053766 -19.569547337015422 4406.9309044924366 -10452.356645097972 2875.2296087525633 -60519.391490129288 5774.7601349462102 1583.3110212775396 -6061.7143312398657 4011.0226328213198 -7055.5368516483613 19285.87887185585 -47625.344003959326 32364.123086810749 -120892.39325000002 -35152.13139294611 -9476.5778324067014 68489.727745442709 5716.7792751009447 14773.906847941926 -66248.88275061622 48182.691604764346 -3495.1211634430542 -38591.677807644555 -19335.960922625596 -4421.2332759382143 -52021.712374859664 12378.227995312547 14483.031987165326
leaf_weight=2143177 190617 64221 1584202 45499 7508 5606 381 9906 37430 43205 82864 6004 14206 552 1422 25 138 2345 375 13467 241 374 244 53890 223 2225 2120 167 1619 3911
leaf_count=2143177 190617 64221 1584202 45499 7508 5606 381 9906 37430 43205 82864 6004 14206 552 1422 25 138 2345 375 13467 241 374 244 53890 223 2225 2120 167 1619 3911
internal_value=0 82.5642 173.27 936.693 491.511 -6329.43 -12870.3 761.311 -1606.21 -3854.03 1616.58 2497.02 6922.2 10221.3 12820.2 -5149.45 33104.7 -11701.7 56653.3 1599.19 3727.32 -34498.5 -4042.49 -885.804 -2418.22 659.206 10346.9 -7895.73 6356.51 11620
internal_weight=0 2.17499e+06 1.98437e+06 400168 354669 13495 7889 341174 90541 53111 250633 186412 31442 25438 21759 3679 538 3141 400 154970 83479 615 2589 71491 58024 7553 3542 4011 1786 4134
internal_count=4318164 2174987 1984370 400168 354669 13495 7889 341174 90541 53111 250633 186412 31442 25438 21759 3679 538 3141 400 154970 83479 615 2589 71491 58024 7553 3542 4011 1786 4134
is_linear=0
shrinkage=0.1


Tree=1583
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 2 3 3 5 3 5 4 5 3 0 3 3 5 3 5 3 0 4 5 5 2 0 1 1
split_gain=3.15784e+12 5.10815e+13 2.49993e+14 1.24668e+14 1.18374e+14 9.91028e+13 9.12851e+13 1.01882e+14 6.97635e+13 5.87968e+13 5.38964e+13 5.2452e+13 4.25671e+13 7.99338e+13 6.27995e+13 4.20436e+13 6.50367e+13 4.4289e+13 1.1071e+14 9.28166e+13 4.28196e+13 3.79955e+13 3.44536e+13 2.97578e+13 2.96575e+13 3.15558e+13 2.94041e+13 2.72096e+13 1.44172e+14 4.51769e+13
threshold=60.58031445000001 60.55755580000001 56.852744000000008 56.831297550000009 67.520000000000024 55.405000000000008 2.5000000000000004 9.5000000000000018 34.500000000000007 91.050000000000011 14.500000000000002 87.395000000000024 3.5000000000000004 137.05000000000004 17.500000000000004 56.838612000000005 24.500000000000004 15.500000000000002 96.015000000000015 16.500000000000004 92.035000000000011 9.5000000000000018 56.758269450000007 2.5000000000000004 81.00500000000001 84.030000000000015 21.500000000000004 54.947737500000009 61.463701450000009 82.957885500000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 -5 11 -8 12 22 -11 -7 13 15 -14 16 -9 18 -17 20 -19 -6 -3 -21 -24 -26 -12 28 -2 -30
right_child=27 2 4 5 21 6 7 8 -10 10 26 -13 14 -15 -16 17 -18 19 -20 23 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-28.500142926829906 -34611.36835299409 14527.47582331531 -15244.100792543437 2958.8653828553652 -24901.74036310926 13709.901232058503 -16564.166603775866 88505.203502579316 -85393.135703125008 4738.7746148382867 -57823.669951228323 -90588.694741138068 -64711.046780960649 273901.91453125002 101818.09765124199 44997.601662907138 260496.32875976563 -14692.349980788935 206074.07228483609 85850.069188928101 -177428.44843750002 -66705.074417645214 -5448.3774445214376 17529.502690077319 96993.940618265086 5547.3398491753469 -157158.71934136286 384.34788519513131 -3886.0953937004524 -138.2920786544237
leaf_weight=2886409 1243 1222 5373 1347 324 172 182 262 30 143 173 67 54 20 39 142 24 61 61 186 22 661 5127 97 58 108 36 1043372 35573 335576
leaf_count=2886409 1243 1222 5373 1347 324 172 182 262 30 143 173 67 54 20 39 142 24 61 61 186 22 661 5127 97 58 108 36 1043372 35573 335576
internal_value=0 -59.7258 -5696.03 4461.91 -21086.3 22386.7 40828.8 52243.5 64791.6 -2758.13 -42566.9 -15528.6 69446.1 76282.6 5123.76 71660 102938 55938.5 93399.9 35160.7 -57827.2 -52954.5 -607.29 62432.8 -4101.47 37498.6 -74934 122.442 -611.371 -497.503
internal_weight=0 2.9024e+06 15991 9633 6358 2766 1419 1180 998 6867 352 239 968 875 93 855 286 569 203 366 83 985 6515 283 5293 166 209 1.41576e+06 372392 371149
internal_count=4318164 2902400 15991 9633 6358 2766 1419 1180 998 6867 352 239 968 875 93 855 286 569 203 366 83 985 6515 283 5293 166 209 1415764 372392 371149
is_linear=0
shrinkage=0.1


Tree=1584
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 3 5 1 1 1 5 5 5 1 1 1 3 0 0 0 1 0 3 4 5 3 5 2 1 0
split_gain=2.88969e+12 3.06397e+13 4.77873e+13 4.41588e+13 7.67436e+13 5.25975e+13 5.5492e+13 5.36972e+13 6.72948e+13 6.21537e+13 4.42241e+13 4.23204e+13 4.12649e+13 4.77277e+13 3.8928e+13 9.41504e+13 1.17636e+14 1.28569e+14 9.1014e+13 8.9234e+13 8.49838e+13 7.60478e+13 5.92148e+13 5.21978e+13 8.12534e+13 5.91987e+13 4.66643e+13 4.00015e+13 4.6769e+13 7.42511e+13
threshold=56.758269450000007 56.895161300000005 61.284352600000013 57.057093650000006 60.837513500000007 12.500000000000002 107.05000000000001 59.76223980000001 60.479177250000006 60.528664650000003 39.505000000000003 78.710000000000022 91.050000000000011 61.880021000000006 60.08989780000001 60.479177250000006 4.5000000000000009 56.831297550000009 56.819808050000006 56.831297550000009 53.243495500000009 56.791364150000007 13.500000000000002 1.5000000000000002 56.005000000000003 21.500000000000004 107.05000000000001 5.5000000000000009 60.648383500000008 56.791364150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 7 10 -3 -9 -10 -7 -4 13 -6 19 16 17 18 -16 -2 22 -18 -21 26 -25 -26 -17 -27 29 -29
right_child=1 3 11 -5 12 6 -8 8 9 -11 -12 -13 -14 -15 15 23 21 -19 -20 20 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-42.537579425547051 -10461.124230362222 -10850.591741175525 -10646.024059914846 46.855145518351634 -27987.405071993096 3277.999245562316 -91463.772176204831 13931.926513993913 -38569.895368727201 289.05364494735403 -14807.310633955114 -80756.404355468752 -102257.91305697168 -907.18778281954201 54167.503306672937 4856.3225362961393 964.50529909003694 -44679.892874376317 163465.75400502875 9034.2197391586542 -5574.9965450840564 39757.598909558561 -2033.7186130262428 -3700.2025807588088 5106.8332776339821 -14375.187528797676 -144248.04006696431 -18254.204433555489 -14947.346680131588 8002.4454734446672
leaf_weight=3399081 8132 3740 1985 722972 1720 1966 83 3912 424 14085 4330 90 59 1047 613 42335 2490 119 87 13440 11726 634 7549 29501 34405 2493 21 1308 1718 6099
leaf_count=3399081 8132 3740 1985 722972 1720 1966 83 3912 424 14085 4330 90 59 1047 613 42335 2490 119 87 13440 11726 634 7549 29501 34405 2493 21 1308 1718 6099
internal_value=0 157.318 1392.82 -112.51 -3785.81 -2229.31 -10230.9 73.9212 2291.92 -846.531 -9159.96 -13687 -19505.1 -17740.6 1585.17 2480.93 17681.3 51415.5 67751.7 -1086.37 1243.92 8837.37 5053.47 1972.49 396.622 3022.71 4782.4 -3149.12 -82.096 3365.79
internal_weight=0 919083 164745 754338 31366 28540 6379 22161 18421 14509 6296 2075 2826 2767 162670 121823 3943 819 700 40847 32715 3124 20989 117880 75524 46023 42356 11618 9125 7407
internal_count=4318164 919083 164745 754338 31366 28540 6379 22161 18421 14509 6296 2075 2826 2767 162670 121823 3943 819 700 40847 32715 3124 20989 117880 75524 46023 42356 11618 9125 7407
is_linear=0
shrinkage=0.1


Tree=1585
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 0 1 5 4 3 5 5 5 4 1 1 3 6 3 1 1 5 3 3 1 1 5 3 5 3
split_gain=2.9919e+12 3.16064e+13 4.26824e+13 4.34981e+13 4.38221e+13 3.69798e+13 4.83392e+13 5.21972e+13 3.36578e+13 4.89394e+13 5.54296e+13 3.09069e+13 4.86437e+13 4.55733e+13 2.78389e+13 3.72962e+13 3.93408e+13 3.23772e+13 6.78309e+13 5.15008e+13 7.91266e+13 4.40024e+13 3.45938e+13 5.36591e+13 3.05075e+13 4.65326e+13 4.15616e+13 2.92157e+13 2.73802e+13 2.93272e+13
threshold=50.973130900000008 51.636650050000007 3.5000000000000004 37.869926150000005 54.410000000000004 51.67657710000001 39.262370300000008 68.52500000000002 3.5000000000000004 10.500000000000002 104.75000000000001 150.04500000000004 125.85000000000001 1.5000000000000002 39.188277450000008 39.143775600000005 10.500000000000002 1.5000000000000002 21.500000000000004 41.950906500000009 47.981192400000005 75.750000000000014 15.500000000000002 17.500000000000004 37.914142000000005 38.633372000000001 50.805000000000007 22.500000000000004 90.015000000000015 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -3 9 10 -9 12 13 -11 15 16 24 21 19 -19 -21 22 -16 -24 -5 26 -26 -25 29 -20
right_child=1 5 3 14 -6 -7 -8 8 -10 11 -12 -13 -14 -15 17 -17 -18 18 28 20 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=169.03356455714834 10213.958108842406 2637.8638771563051 -4612.1704300491901 839.26958770427609 -22086.224099375137 -34.498290836640244 -15046.043321055806 30804.410239283246 -25271.393487452962 69813.210456415429 114005.92782258066 107566.31332720589 -139977.5738095238 10255.636092485072 -15727.024767345296 27086.612012653182 -12396.225884092168 -12386.534222102811 81391.295330704714 12905.944573412491 -9919.6195467439466 -35504.544288718571 12715.747678506503 -37538.11395723265 80292.570041042942 -11094.549160701672 21297.11828481769 -2141.796854583798 -21274.79859193314 -34479.82334716797
leaf_weight=842766 2228 11280 3483 5175 2441 3426285 1154 576 191 134 93 34 21 3119 2590 565 1832 3478 173 3442 2718 641 1488 417 143 376 724 529 43 25
leaf_count=842766 2228 11280 3483 5175 2441 3426285 1154 576 191 134 93 34 21 3119 2590 565 1832 3478 173 3442 2718 641 1488 417 143 376 724 529 43 25
internal_value=0 -40.9898 -3144.35 -4127.15 -11812.4 -11.6849 4696.49 6171.3 15733.9 17703.3 42370.5 12714.6 11729.6 12709 -2258.13 2231.05 528.816 -4803.95 -1347.88 -2658.19 2834.53 -10830.9 -7682.8 877.004 4218.23 18285.9 31027.6 -17744.6 51053.5 66761.1
internal_weight=0 3.4754e+06 32511 30283 5924 3.44289e+06 16602 15448 4168 3977 669 3308 3274 3253 24359 8815 8250 15544 9879 9638 6160 5665 5024 2434 6418 1243 867 946 241 198
internal_count=4318164 3475398 32511 30283 5924 3442887 16602 15448 4168 3977 669 3308 3274 3253 24359 8815 8250 15544 9879 9638 6160 5665 5024 2434 6418 1243 867 946 241 198
is_linear=0
shrinkage=0.1


Tree=1586
num_leaves=31
num_cat=0
split_feature=5 6 5 4 1 0 2 3 0 1 1 0 1 5 5 5 3 1 5 5 0 0 3 0 0 3 0 3 2 1
split_gain=2.97295e+12 1.56155e+13 3.15576e+13 4.85611e+13 5.57686e+13 5.07028e+13 7.8303e+13 5.81591e+13 5.76189e+13 4.59783e+13 4.79418e+13 1.11449e+14 3.99915e+13 3.65913e+13 8.17787e+13 4.79147e+13 3.3456e+13 3.72488e+13 3.28174e+13 5.62624e+13 3.25272e+13 5.27415e+13 3.17118e+13 5.91805e+13 5.83812e+13 5.5417e+13 5.6987e+13 5.22549e+13 4.38096e+13 5.97972e+13
threshold=89.00500000000001 1.5000000000000002 105.35000000000001 3.5000000000000004 30.323743050000001 60.017447350000005 13.500000000000002 11.500000000000002 59.846652800000008 37.692869000000009 37.66934650000001 55.87722990000001 82.945329900000004 101.05000000000001 97.050000000000011 91.050000000000011 22.500000000000004 82.95335685000002 102.01000000000001 96.015000000000015 55.591389050000011 55.56564190000001 21.500000000000004 54.99493995000001 44.998833400000002 12.500000000000002 59.990816400000007 13.500000000000002 6.5000000000000009 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 22 5 6 7 8 -5 10 20 -12 -4 14 15 -9 17 -14 19 -10 21 -6 25 24 -24 28 -27 -28 -2 -30
right_child=1 -3 12 4 9 -7 -8 13 18 -11 11 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=19.256288129274257 -5760.7962206661587 117.14864226424864 2934.8545054484603 -27676.36414331897 22178.824823467548 -28036.278426513672 169507.01540482955 -56495.716714638162 80265.497082940477 10739.890083086106 50070.534006076392 -177934.66826356133 -84164.604330842398 110508.61100260419 -149041.04485589106 92474.329218750005 20201.159159404826 -17392.192418668139 38491.893668619792 278997.7890625 3425.4172606492084 -82138.809686279303 63218.03466796875 4050.0680888502993 -18718.097524863959 -11071.252321308686 -212693.64910714288 -46754.3816812738 40836.297591975192 2160.3857235744331
leaf_weight=4097479 8949 167384 16295 29 78 80 55 38 29 2253 36 53 92 24 37 50 212 909 24 28 599 128 91 7655 1959 10266 21 197 471 2643
leaf_count=4097479 8949 167384 16295 29 78 80 55 38 29 2253 36 53 92 24 37 50 212 909 24 28 599 128 91 7655 1959 10266 21 197 471 2643
internal_value=0 -357.533 -1848.2 -3549.98 7566.33 43034 61141 38128.9 93280.3 3125.83 -16062.6 -85707.8 1630.88 -2586.8 -24301.1 28146.4 -15886.2 -23529.1 136586 177888 -8362.73 -42639.9 -4770.46 9.00148 -15080.9 -6827.7 -12145.6 -62739.4 -2205.88 8010.21
internal_weight=0 220685 53301 35793 3541 394 314 259 110 3147 894 89 17508 149 125 88 1213 1001 81 57 805 206 32252 9705 2050 22547 10484 218 12063 3114
internal_count=4318164 220685 53301 35793 3541 394 314 259 110 3147 894 89 17508 149 125 88 1213 1001 81 57 805 206 32252 9705 2050 22547 10484 218 12063 3114
is_linear=0
shrinkage=0.1


Tree=1587
num_leaves=31
num_cat=0
split_feature=5 0 0 3 1 0 5 3 1 2 1 0 4 3 1 0 0 0 5 6 4 0 2 2 2 0 3 0 4 1
split_gain=3.10745e+12 2.75212e+13 6.24942e+13 8.3804e+13 5.7994e+13 5.36897e+13 5.62042e+13 5.53513e+13 5.15724e+13 4.81171e+13 4.51042e+13 3.94357e+13 4.05814e+13 4.27233e+13 1.0919e+14 8.02879e+13 6.13231e+13 1.02898e+14 5.22745e+13 6.59442e+13 5.15324e+13 4.63195e+13 3.7696e+13 4.59561e+13 3.76126e+13 4.3529e+13 4.99468e+13 5.5623e+13 4.20062e+13 3.97082e+13
threshold=112.04500000000002 59.846652800000008 59.896318000000008 6.5000000000000009 30.434657650000002 59.904813200000007 118.33500000000002 5.5000000000000009 30.278357500000002 3.5000000000000004 30.410108300000001 59.932719750000011 1.5000000000000002 11.500000000000002 30.226173900000003 59.963407450000012 60.042666650000008 60.052595500000002 120.05000000000001 1.5000000000000002 3.5000000000000004 59.950068600000009 1.5000000000000002 3.5000000000000004 1.5000000000000002 60.035045000000004 15.500000000000002 59.932719750000011 4.5000000000000009 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 10 6 -4 -8 11 -9 -5 -7 -13 15 -15 18 -17 -18 19 -14 21 -21 -19 -24 25 26 27 29 -29 -10
right_child=1 2 5 4 -6 8 7 9 24 -11 -12 12 13 14 -16 16 17 22 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=10.828604733050698 -1397.4228413245789 85819.792546875004 63022.333660714285 14614.862972405441 121782.19838763299 66413.262371926234 -232553.87562500002 65054.250180844909 -62599.021517857145 -84480.001433520054 -71699.404415246216 73171.100131347659 13798.198593749999 -40665.606262046414 43412.696099348133 15851.757785083139 -254707.76508152173 -112045.89997767858 -40409.883090049349 -290120.18690999353 -54342.145588235289 -124982.88892857144 69373.908853552479 -78278.576685267864 5465.6342427156915 -4621.0650743068609 -77270.783035714281 155799.73476151316 21739.653629032258 106544.75851307745
leaf_weight=4248930 60993 200 35 732 47 61 20 27 35 106 66 50 30 304 314 374 23 35 285 33 34 35 53 35 5004 133 21 95 31 23
leaf_count=4248930 60993 200 35 732 47 61 20 27 35 106 66 50 30 304 314 374 23 35 285 33 34 35 53 35 5004 133 21 95 31 23
internal_value=0 -664.558 4759.5 27611.1 13833.9 1440.99 -51296.3 -77447.7 2855.75 -54123.4 7476.09 -12505.5 -15504.9 -18356.2 2053.79 -31817.6 -5604.35 -60567.2 -64505.7 -116531 -154863 -205123 -24264.5 10648.5 7646.43 39932.5 68838 85513.4 122817 4475.24
internal_weight=0 69234 8241 1045 845 7196 188 153 7008 133 798 1666 1605 1555 618 937 520 146 417 132 102 68 123 88 5342 338 205 184 126 58
internal_count=4318164 69234 8241 1045 845 7196 188 153 7008 133 798 1666 1605 1555 618 937 520 146 417 132 102 68 123 88 5342 338 205 184 126 58
is_linear=0
shrinkage=0.1


Tree=1588
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 0 0 5 0 5 6 1 0 5 5 3 5 1 4 5 3 3 5 1 3 5 5 2
split_gain=3.02783e+12 3.90174e+13 1.04617e+14 1.9424e+14 1.55425e+14 1.54022e+14 1.96315e+14 2.6857e+14 1.87781e+14 2.11596e+14 1.58364e+14 2.06533e+14 1.83534e+14 1.43455e+14 2.76541e+14 1.5952e+14 1.24069e+14 1.1119e+14 1.07401e+14 9.03732e+13 8.61617e+13 8.79385e+13 1.04841e+14 8.60309e+13 7.45893e+13 6.7568e+13 1.17312e+14 9.53184e+13 6.68746e+13 6.62223e+13
threshold=60.611165000000007 57.550671000000001 56.367862600000002 54.194619400000008 56.852744000000008 60.601268000000012 56.831297550000009 56.791364150000007 56.831297550000009 53.005000000000003 56.838612000000005 114.05000000000001 1.5000000000000002 60.601268000000012 56.863241500000008 78.710000000000022 79.730000000000018 16.500000000000004 78.010000000000005 60.55755580000001 2.5000000000000004 75.750000000000014 17.500000000000004 5.5000000000000009 98.020000000000024 60.08989780000001 4.5000000000000009 92.035000000000011 67.00500000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 23 5 8 7 -7 25 -10 12 -12 20 15 -15 19 18 -9 -14 -6 21 -8 -23 -3 -16 -4 27 -27 -5 -11
right_child=-2 2 4 28 13 6 10 17 9 29 11 -13 16 14 24 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=21.327422331476029 121.97254468754771 8414.0454932714401 -15757.92250899413 -17329.003647693153 -2069.752282427427 -14913.687337654603 -7923.811157084222 8049.9395868804586 2571.047751803575 10162.152549205823 14591.431780981926 244804.12612092393 -43638.551859184285 58412.970834106258 1509.360024134349 -28695.145817526205 -117648.98354169357 54089.278806928196 189627.16984375002 -12215.770469263509 -41865.259803252527 130465.71852065579 -48381.336220503828 -10312.508229172163 -118966.98986440807 21297.005520640068 2399.4231587174086 116384.19612481746 -47083.893180571788 46403.714137461327
leaf_weight=2803895 1383257 5755 1875 7119 32001 2559 2688 959 3074 627 255 46 1508 996 4376 2997 242 1158 20 12098 752 99 49 4276 52 2098 39803 111 845 2574
leaf_count=2803895 1383257 5755 1875 7119 32001 2559 2688 959 3074 627 255 46 1508 996 4376 2997 242 1158 20 12098 752 99 49 4276 52 2098 39803 111 845 2574
internal_value=0 -57.4871 -1744.26 -8826.04 -616.675 2838.61 -8277.6 6884.34 5128.9 21309.7 -20805.8 49773.4 -24770.8 -4596.76 10803.5 -6370.39 -51121.7 33233.5 -40585.3 -4853.18 -11771.6 -3791.88 71252.8 431.318 94.5519 2815.36 3644.29 26075 -20486.1 39304.9
internal_weight=0 2.93491e+06 131012 17995 113017 60497 10335 4676 50162 6275 5659 301 5358 52520 5424 47096 1770 2117 1528 44099 3588 2836 148 10031 4428 43887 42012 2209 7964 3201
internal_count=4318164 2934907 131012 17995 113017 60497 10335 4676 50162 6275 5659 301 5358 52520 5424 47096 1770 2117 1528 44099 3588 2836 148 10031 4428 43887 42012 2209 7964 3201
is_linear=0
shrinkage=0.1


Tree=1589
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 0 3 0 1 3 0 5 3 6 0 5 3 5 5 3 6 2 6 3 5 3 2 5 1
split_gain=3.06796e+12 3.6315e+13 1.01852e+14 2.48429e+14 2.74457e+14 1.49627e+14 1.21421e+14 2.55221e+14 1.96487e+14 2.41052e+14 3.72901e+14 1.52033e+14 1.2541e+14 1.23122e+14 1.18369e+14 1.61531e+14 2.20173e+14 1.71967e+14 1.54966e+14 9.42711e+13 1.26151e+14 8.35183e+13 8.6473e+13 8.27299e+13 8.10212e+13 1.20775e+14 7.81141e+13 7.75495e+13 1.19328e+14 7.44224e+13
threshold=30.425002000000003 30.370618100000005 60.003414000000006 60.052595500000002 80.00500000000001 60.035045000000004 59.950068600000009 13.500000000000002 59.916647550000008 30.388336800000001 8.5000000000000018 59.939091550000008 49.505000000000003 15.500000000000002 1.5000000000000002 59.755965500000009 62.385000000000012 15.500000000000002 58.605000000000011 95.020000000000024 10.500000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 6.5000000000000009 103.45000000000002 9.5000000000000018 6.5000000000000009 95.020000000000024 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 23 19 8 24 14 11 -11 -10 13 -12 18 16 -16 -17 -3 20 -6 26 -23 -4 -8 -26 -14 28 -7 -25
right_child=-2 2 3 -5 5 27 7 -9 9 10 12 -13 21 -15 15 17 -18 -19 -20 -21 -22 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=138.8602185912859 24.427896185262448 -8460.0183787148253 -38853.661340153041 -18451.566494789029 37302.414903539546 14684.44760044643 -18174.86725715761 -2690.8283165316971 -17046.985746739992 -12427.76593093237 17950.429803777959 45973.258577154826 120463.01975471462 110713.72043013141 582.58882729079585 -16328.873283849925 56230.030730397295 11251.983115130957 -46205.141751772098 68348.036006997703 225983.70371093752 -25586.760725350217 158170.76119434932 -2520.4241639918682 -42462.254169315056 -183944.74010836694 47554.999085039854 59995.276482514892 -282091.01218750002 17990.468677684774
leaf_weight=285934 3983587 3923 341 3288 49 42 1850 7248 2306 1081 765 459 209 176 2321 7154 1025 3305 1505 163 128 29 219 2602 2247 62 495 105 20 5526
leaf_count=285934 3983587 3923 341 3288 49 42 1850 7248 2306 1081 765 459 209 176 2321 7154 1025 3305 1505 163 128 29 219 2602 2247 62 495 105 20 5526
internal_value=0 -290.847 -2816.76 5064.27 13678.4 85145.7 -5473.59 -14021.6 -1568.95 14669.5 34430.8 -6585.4 61189.4 35300.4 -6414.41 -1495.18 17629.4 -7613.44 -18925.5 123219 173750 86779.3 136683 9399.94 -33767.9 -46261.3 69199.6 7631.32 -81049.6 11424.4
internal_weight=0 334577 48643 12264 8976 507 36379 11407 24972 5739 2974 2765 1893 941 19233 13805 3346 10459 5428 340 177 952 248 8469 4159 2309 704 167 62 8128
internal_count=4318164 334577 48643 12264 8976 507 36379 11407 24972 5739 2974 2765 1893 941 19233 13805 3346 10459 5428 340 177 952 248 8469 4159 2309 704 167 62 8128
is_linear=0
shrinkage=0.1


Tree=1590
num_leaves=31
num_cat=0
split_feature=1 3 5 1 5 1 0 0 6 1 3 6 6 5 3 3 1 0 0 5 5 3 4 2 0 3 6 2 0 1
split_gain=2.95765e+12 1.99063e+13 2.93672e+13 4.37477e+13 4.27396e+13 5.12468e+13 8.89452e+13 4.7947e+13 5.26194e+13 4.42343e+13 3.76019e+13 4.17729e+13 3.59508e+13 3.17228e+13 3.16211e+13 2.44101e+13 4.95272e+13 2.27077e+13 1.18484e+14 1.48606e+14 1.45918e+14 2.21713e+14 2.35397e+14 2.1061e+14 1.43676e+14 1.38123e+14 1.504e+14 1.16526e+14 1.13189e+14 9.80677e+13
threshold=30.305955500000003 11.500000000000002 39.805000000000007 30.102666750000001 32.615000000000009 30.243224600000001 59.896318000000008 60.003414000000006 1.5000000000000002 30.278357500000002 10.500000000000002 1.5000000000000002 1.5000000000000002 33.395000000000003 7.5000000000000009 10.500000000000002 30.243224600000001 59.982527000000012 59.950068600000009 72.705000000000013 53.005000000000003 8.5000000000000018 1.5000000000000002 5.5000000000000009 59.963407450000012 7.5000000000000009 1.5000000000000002 1.5000000000000002 59.963407450000012 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 10 12 13 -9 15 -6 -12 -7 -8 -15 -5 -17 18 29 20 -20 22 24 -23 27 -24 -27 -22 -25 -4
right_child=-2 -3 17 4 5 6 7 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 21 23 25 28 -26 26 -28 -29 -30 -31
leaf_value=-873.53728904861146 16.908544141578485 -1475.9288322158477 942.37961499814253 5261.3016835279741 9681.8095614391223 -117120.08689732142 98555.568583622691 -62807.30505459338 24630.522300610413 -14572.223498395077 -84997.355365728028 11632.641953624379 -9601.6904074610775 17380.365717298722 53328.302105726878 -11807.272428385419 79661.643149153155 -4237.7280487628486 3748.1475431826038 -5046.8711401941118 72575.667656249992 48139.367178692803 12010.664344077588 129965.04429365337 86448.861790205803 31459.324746192895 160880.0405826823 -163768.55696459574 290252.59880756581 -11281.821045327168
leaf_weight=9205 4145141 86654 41887 3386 3015 35 108 83 403 1220 91 88 279 360 764 108 131 12117 1322 2212 25 377 591 194 41 197 165 126 57 7782
leaf_count=9205 4145141 86654 41887 3386 3015 35 108 83 403 1220 91 88 279 360 764 108 131 12117 1322 2212 25 377 591 194 41 197 165 126 57 7782
internal_value=0 -405.081 669.301 4109.49 8664.03 14936.5 27351.8 36296.2 9697.72 1898.28 7038.06 -37492.1 -21586.2 46788.8 41814.7 7441.45 38328.4 -319.076 544.616 14747 28893.8 47643 21454.1 95392 -79562.7 41805.9 90449.4 -124639 166365 -972.874
internal_weight=0 173023 86369 19276 10071 5226 2032 1718 486 4845 3194 179 314 1232 1124 3625 239 67093 54976 5307 3095 1773 1145 628 192 953 362 151 251 49669
internal_count=4318164 173023 86369 19276 10071 5226 2032 1718 486 4845 3194 179 314 1232 1124 3625 239 67093 54976 5307 3095 1773 1145 628 192 953 362 151 251 49669
is_linear=0
shrinkage=0.1


Tree=1591
num_leaves=31
num_cat=0
split_feature=0 3 1 0 5 1 1 0 0 0 3 3 0 0 1 1 6 5 5 3 5 2 5 3 3 5 3 0 1 5
split_gain=2.89664e+12 2.72168e+13 4.35684e+13 7.74357e+13 6.96562e+13 4.9599e+13 5.06503e+13 1.7939e+14 2.16504e+14 2.60248e+14 1.24941e+14 1.61484e+14 1.16088e+14 1.442e+14 1.50235e+14 1.25854e+14 1.73891e+14 1.3255e+14 2.52893e+14 1.97751e+14 1.22289e+14 1.03936e+14 8.64526e+13 8.11262e+13 1.20873e+14 1.49805e+14 1.1314e+14 7.29596e+13 9.77308e+13 2.02932e+14
threshold=56.758269450000007 5.5000000000000009 65.659480050000013 57.157092150000004 66.990000000000023 60.58031445000001 60.628582700000003 56.782419000000012 56.831297550000009 56.819808050000006 16.500000000000004 28.500000000000004 56.911498950000002 56.838612000000005 60.611165000000007 60.601268000000012 1.5000000000000002 125.85000000000001 89.00500000000001 9.5000000000000018 64.020000000000024 11.500000000000002 65.50500000000001 11.500000000000002 10.500000000000002 116.06000000000002 13.500000000000002 56.852744000000008 60.611165000000007 51.015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 7 22 9 10 -9 -12 13 14 15 17 -17 18 -10 -20 -18 -16 -7 24 -11 -26 -25 28 29 -15
right_child=1 2 3 -5 -6 6 -8 8 12 23 11 -13 -14 27 21 16 20 -19 19 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-42.588710410402264 1040.3510142775888 -554.97881794426132 -16196.630116255314 -2734.1276247437099 -68173.763123230179 -10215.96088477699 551.22483942917984 -703.6229172650319 19614.053375771604 63066.388461945957 35428.966028163857 -9071.5905183237501 -29695.713577308721 -25159.686272541996 39946.379546019612 -9456.8500227785134 -31289.058556667544 -113044.28448932928 441071.22348958341 64275.398407451925 -105674.13576948229 257035.42734375002 -53480.206183878581 -33003.061569869853 391524.78010817314 63573.276328125008 44754.599545734585 5397.7157003084249 2650.2620389193626 80749.720832846346
leaf_weight=3399081 253052 496694 1557 10742 309 2331 123404 4812 162 689 2943 1128 1178 253 272 3534 635 41 30 26 339 24 576 214 26 30 1490 11140 817 635
leaf_count=3399081 253052 496694 1557 10742 309 2331 123404 4812 162 689 2943 1128 1178 253 272 3534 635 41 30 26 339 24 576 214 26 30 1490 11140 817 635
internal_value=0 157.508 -177.92 -6000.46 -24803.8 -65.5725 1485.42 4944.78 7212.92 18161.9 10204.8 23098.7 712.175 2712.43 -11580.6 -15873 -19767.7 51914.9 82939.3 266130 -57178.7 57548.2 -18788.4 47023.8 74549.8 215836 34989.3 8346.16 27610.5 50575.1
internal_weight=0 919083 666031 12608 1866 653423 156729 33325 30418 11332 8883 4071 19086 17908 5063 4767 4508 259 218 56 974 296 2907 2449 745 56 1704 12845 1705 888
internal_count=4318164 919083 666031 12608 1866 653423 156729 33325 30418 11332 8883 4071 19086 17908 5063 4767 4508 259 218 56 974 296 2907 2449 745 56 1704 12845 1705 888
is_linear=0
shrinkage=0.1


Tree=1592
num_leaves=31
num_cat=0
split_feature=5 5 0 4 2 2 3 1 0 4 2 0 0 3 0 1 1 3 1 3 2 3 3 3 3 1 0 1 3 0
split_gain=3.46715e+12 1.13764e+13 1.40645e+13 4.46949e+13 5.9891e+13 3.92276e+13 5.79981e+13 3.51883e+13 2.78421e+13 3.60293e+13 2.75049e+13 5.78628e+13 5.5765e+13 3.45224e+13 3.87043e+13 3.38605e+13 9.81392e+13 2.4431e+13 2.25579e+13 2.00639e+13 2.51451e+13 2.70386e+13 1.86002e+13 2.85384e+13 2.89054e+13 2.53113e+13 2.28317e+13 1.74494e+13 1.64657e+13 3.23178e+13
threshold=102.01000000000001 104.75000000000001 59.904813200000007 3.5000000000000004 18.500000000000004 15.500000000000002 19.500000000000004 30.207352000000004 59.882016200000002 3.5000000000000004 3.5000000000000004 60.042666650000008 60.017447350000005 15.500000000000002 59.932719750000011 30.278357500000002 30.259484550000003 19.500000000000004 30.278357500000002 19.500000000000004 9.5000000000000018 13.500000000000002 4.5000000000000009 16.500000000000004 10.500000000000002 30.346469350000003 60.029906750000002 30.362552800000003 8.5000000000000018 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 7 -7 -4 28 19 11 12 18 14 27 16 -15 -17 -9 20 21 -10 25 24 -24 -5 -25 -12 29 -2
right_child=1 -3 3 22 -6 6 -8 10 9 -11 13 -13 -14 15 -16 17 -18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=14.381314832858827 12649.15524953511 -218.14232250493092 -83328.140743371216 -21717.70447916667 147972.23970588236 52895.836230468754 -171781.2791087963 -61257.76988031916 9228.8684715857871 70346.479830100317 48097.146670942166 136724.35976562501 -140557.42249243951 45331.646985176281 -249.80270314534505 -21969.332421875002 317789.94859375001 101362.9581088362 15349.384265773104 -152787.62595108696 45354.577698863635 -114172.11150251118 -11214.8667226691 9780.7782670454544 104818.91712500001 -162934.81065340911 -115973.59356398811 143318.59273726851 -6355.8989144179868 -15272.783203612469
leaf_weight=4209727 1336 97665 33 30 34 20 27 47 26 22 67 28 31 39 240 36 20 29 211 23 22 56 152 22 25 22 42 27 7504 601
leaf_count=4209727 1336 97665 33 30 34 20 27 47 26 22 67 28 31 39 240 36 20 29 211 23 22 56 152 22 25 22 42 27 7504 601
internal_value=0 -558.309 -3642.46 6649.9 17813.5 12637.6 -76174 17803.6 -4911.02 -47801.2 22109.8 -534.363 -13832.8 37782.8 21054.4 82841.6 137690 33055.8 1393.82 -68267.7 -49575.8 -75045 -27221.8 -15518.3 5174.09 -81463.4 -72745.5 75448 -4234.12 3985.71
internal_weight=0 108437 10772 1182 889 855 47 808 9590 149 775 317 289 458 334 124 59 65 258 127 104 82 293 241 177 52 64 94 9441 1937
internal_count=4318164 108437 10772 1182 889 855 47 808 9590 149 775 317 289 458 334 124 59 65 258 127 104 82 293 241 177 52 64 94 9441 1937
is_linear=0
shrinkage=0.1


Tree=1593
num_leaves=31
num_cat=0
split_feature=5 4 0 0 3 1 1 0 1 6 1 3 0 0 1 1 3 1 0 0 2 0 3 5 3 4 2 5 2 2
split_gain=3.03685e+12 2.67097e+13 2.69237e+13 6.773e+13 6.83967e+13 6.57484e+13 1.03505e+14 9.12633e+13 7.64847e+13 5.89348e+13 5.42866e+13 5.40156e+13 4.36466e+13 4.73705e+13 4.16925e+13 3.77782e+13 7.13307e+13 9.05306e+13 5.16333e+13 5.05024e+13 5.03771e+13 4.35514e+13 3.86183e+13 3.63434e+13 3.47178e+13 3.46801e+13 7.48869e+13 5.36721e+13 4.69126e+13 3.85802e+13
threshold=112.04500000000002 3.5000000000000004 53.145783300000012 53.340367100000002 17.500000000000004 47.282206100000003 47.854228500000012 54.648549400000007 37.314272700000011 1.5000000000000002 45.148007750000012 10.500000000000002 59.846652800000008 59.853570100000006 41.950906500000009 37.436176200000013 17.500000000000004 37.503486000000002 55.812836050000008 55.801980100000009 18.500000000000004 55.87722990000001 21.500000000000004 132.05000000000004 19.500000000000004 4.5000000000000009 2.5000000000000004 137.05000000000004 7.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 11 7 -7 10 12 14 -5 25 -9 -14 -10 18 -17 -18 19 23 21 -20 24 -11 -19 26 27 -4 -28 -27
right_child=1 2 3 5 -6 6 -8 8 9 15 -12 -13 13 -15 -16 16 17 22 20 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=10.704885001616967 -2537.6093976190004 -3659.3917912927136 65581.644707661282 51741.524371832777 152939.44414893616 -136350.12399602524 -1342.0626338604332 -13485.249452189739 4597.7825032308428 153020.73326562502 188663.49576822919 -17372.325082380412 69033.318534466292 3836.6224815478731 -55961.209099138912 26051.991769499011 -208986.38605769232 -13675.072175480769 178784.08782348633 -87686.872043918935 -51443.5712890625 66133.136898226352 35906.547350680448 -3927.5920138888891 -143728.050625 -39327.360797478177 12124.316635708043 246270.57654017859 147821.36670866935 113020.94574418501
leaf_weight=4248930 36120 7996 31 148 47 57 15112 1701 668 25 36 179 115 3604 137 2514 26 65 64 37 20 74 93 36 30 68 143 35 31 22
leaf_count=4248930 36120 7996 31 148 47 57 15112 1701 668 25 36 179 115 3604 137 2514 26 65 64 37 20 74 93 36 30 68 143 35 31 22
internal_value=0 -656.965 1394.4 3003.21 37517 2221.94 -1849.38 8796.81 7403.49 18303.3 78530.6 26859.1 -216.308 5852.65 -5708.53 24781 21334.2 -34089.1 61511.2 4486.84 96880.8 118377 -9901.13 60395.5 -54744.4 50851.3 70703.1 161402 36300.2 -2086.66
internal_weight=0 69234 33114 25118 556 24562 15169 9393 9209 3789 184 509 5420 3719 805 2984 2728 214 256 98 158 138 188 61 95 330 240 66 174 90
internal_count=4318164 69234 33114 25118 556 24562 15169 9393 9209 3789 184 509 5420 3719 805 2984 2728 214 256 98 158 138 188 61 95 330 240 66 174 90
is_linear=0
shrinkage=0.1


Tree=1594
num_leaves=31
num_cat=0
split_feature=5 4 2 6 0 0 6 0 0 0 2 0 3 2 3 0 0 3 1 1 6 3 1 0 3 1 0 0 4 1
split_gain=3.19996e+12 5.51554e+12 1.78673e+13 1.74315e+13 1.44902e+13 2.45948e+13 1.79366e+13 1.48153e+13 1.98907e+13 2.60241e+13 1.41152e+13 1.56397e+13 2.59262e+13 1.28012e+13 1.99963e+13 1.18068e+13 1.13954e+13 1.81024e+13 1.73291e+13 1.12498e+13 1.1102e+13 1.17226e+13 1.28001e+13 1.41209e+13 1.2905e+13 1.28748e+13 1.24488e+13 1.585e+13 1.20431e+13 1.36311e+13
threshold=225.45000000000002 2.5000000000000004 8.5000000000000018 1.5000000000000002 55.91302515000001 55.812836050000008 1.5000000000000002 56.281985950000006 56.054485600000007 55.993277250000013 1.5000000000000002 55.110554300000004 6.5000000000000009 2.5000000000000004 4.5000000000000009 55.299834250000011 55.034903650000011 5.5000000000000009 37.542000650000013 45.148007750000012 1.5000000000000002 9.5000000000000018 30.425002000000003 55.993277250000013 8.5000000000000018 60.528664650000003 55.795550600000006 56.338501050000012 1.5000000000000002 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 19 5 -3 -6 8 9 -8 16 12 13 -12 -15 -13 17 -2 -18 -4 -17 22 -22 24 28 -25 -23 -28 -24 -30
right_child=1 4 3 -5 6 -7 7 -9 -10 -11 11 15 -14 14 -16 20 18 -19 -20 -21 21 26 23 25 -26 -27 27 -29 29 -31
leaf_value=-2.7057908978417693 -5601.6494873046877 2577.1524675467831 -100264.3063950893 -214.68727254746838 -86063.258126183719 106523.75580842391 -58768.593511284729 -1616.2331953460096 -99152.036811523445 81307.683184523819 -5622.0202954338602 96202.3203125 -24091.032886300036 110205.84094238281 24193.968298760778 70472.529946195165 -103068.64375 81545.732526041684 -11278.045813830147 -18228.988812255859 -40859.686818910261 112328.63412710337 -40353.73215173994 55553.285673748076 -70906.58599759615 992.01193592583957 -37681.641761363637 70637.703007812495 94659.705110677096 -15660.79720982143
leaf_weight=4313902 116 2206 35 158 33 23 36 408 40 21 103 26 186 32 174 52 25 30 116 32 39 26 28 122 26 67 22 35 24 21
leaf_count=4313902 116 2206 35 158 33 23 36 408 40 21 103 26 186 32 174 52 25 30 116 32 39 26 28 122 26 67 22 35 24 21
internal_value=0 2738.74 7632.82 -18340 94.4867 3649.73 -14635.3 -9967.75 -45095.8 -7161.54 12234.3 17930.8 5406.74 23162.7 37555 30634.5 -7276.62 12305.3 -27553 -61083.3 26944.5 21423.9 12904.9 20185.6 -10409.3 36211.5 54986.4 28830.2 11137.7 43176.8
internal_weight=0 4262 1495 225 2767 2229 538 505 97 57 1270 983 495 309 206 488 287 146 141 67 462 410 327 288 99 189 83 57 73 45
internal_count=4318164 4262 1495 225 2767 2229 538 505 97 57 1270 983 495 309 206 488 287 146 141 67 462 410 327 288 99 189 83 57 73 45
is_linear=0
shrinkage=0.1


Tree=1595
num_leaves=31
num_cat=0
split_feature=1 1 3 5 5 0 2 0 5 3 0 3 5 5 0 2 2 3 0 4 3 2 5 0 3 2 4 5 5 0
split_gain=2.89068e+12 8.16516e+12 1.44408e+13 2.0397e+13 1.20774e+13 1.12549e+13 9.9436e+12 1.27052e+13 8.34011e+12 9.86527e+12 1.07159e+13 1.94441e+13 1.11e+13 1.53449e+13 8.13149e+12 7.89766e+12 1.55804e+13 1.5015e+13 1.43149e+13 7.84301e+12 7.83074e+12 7.80394e+12 6.96543e+12 6.63153e+12 6.54163e+12 6.23188e+12 7.2546e+12 7.90796e+12 7.42331e+12 7.36919e+12
threshold=113.46563545000002 104.38035940000002 5.5000000000000009 114.05000000000001 78.710000000000022 51.83362145000001 1.5000000000000002 52.056565900000003 57.995000000000012 1.5000000000000002 52.056565900000003 4.5000000000000009 97.050000000000011 84.030000000000015 52.719210700000012 4.5000000000000009 7.5000000000000009 9.5000000000000018 51.83362145000001 3.5000000000000004 19.500000000000004 8.5000000000000018 34.010000000000012 43.056445700000005 14.500000000000002 6.5000000000000009 2.5000000000000004 75.750000000000014 61.845000000000006 51.83362145000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 20 -7 14 11 -11 13 -13 -10 19 17 18 -17 -6 25 -18 -2 -24 -23 -8 28 -28 -27 -30
right_child=22 2 3 -5 15 8 7 -9 9 10 -12 12 -14 -15 -16 16 21 -19 -20 -21 -22 24 23 -25 -26 26 27 -29 29 -31
leaf_value=1.4357987702016248 -3119.2850075066176 3605.1784473563976 12586.904853432867 83059.937239583349 18632.241911057692 -900.67876445332297 -8907.7522527876918 -21428.117113352459 5800.994422238372 -24918.275106576773 -15243.916974313266 5319.7426696687462 -64806.03675595238 67605.684114583346 81716.623051525312 -107601.47111816407 32192.341650390626 -2298.6849264705884 -28778.585915459531 -30124.445492508166 -39227.165454101567 -40261.576897789455 -53282.708238636369 1644.476611525215 24798.546132812502 3492.8412378753792 -27700.151616379313 32388.081174045139 65337.018517485121 11086.233127520161
leaf_weight=4274890 3583 3873 236 24 65 5705 827 600 43 260 1259 679 21 42 21 64 32 34 36 67 62 68 22 24910 20 474 116 27 42 62
leaf_count=4274890 3583 3873 236 24 65 5705 827 600 43 260 1259 679 21 42 21 64 32 34 36 67 62 68 22 24910 20 474 116 27 42 62
internal_value=0 -6.67078 -2354.71 -8740.52 -9518.49 -822.503 -6924.28 -9007.83 -2958.05 -8006.34 -9102.27 -1385.36 6860.67 8948.05 30710.8 -25957.5 -36269.1 -59706.6 -79225.2 -6115.47 -4379.15 -10097.2 1003.52 1596.01 -25475.2 -2983.43 3811.88 -16354.8 8801.22 32995.2
internal_weight=0 4.28965e+06 14759 2856 2832 11903 2446 2210 8030 2325 2261 1002 742 721 64 386 254 134 100 132 1610 120 28515 24932 88 1548 721 143 578 104
internal_count=4318164 4289649 14759 2856 2832 11903 2446 2210 8030 2325 2261 1002 742 721 64 386 254 134 100 132 1610 120 28515 24932 88 1548 721 143 578 104
is_linear=0
shrinkage=0.1


Tree=1596
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 5 3 4 6 3 3 0 0 0 6 5 0 5 3 0 1 6 5 5 3 1 3 5
split_gain=2.87027e+12 1.02802e+13 5.23841e+13 3.6232e+13 1.00732e+14 7.0208e+13 3.57644e+13 2.62533e+13 2.51254e+13 2.37783e+13 3.41051e+13 3.78141e+13 2.41776e+13 4.19404e+13 4.17511e+13 5.8713e+13 4.28273e+13 4.57071e+13 3.93191e+13 3.51317e+13 3.2612e+13 2.87077e+13 2.80821e+13 3.65855e+13 2.38923e+13 2.37115e+13 6.35079e+13 6.0331e+13 4.58384e+13 3.04043e+13
threshold=83.663637000000008 83.000022850000008 53.310923100000004 55.050600750000008 59.005000000000003 55.078308950000007 3.5000000000000004 66.040000000000006 1.5000000000000002 3.5000000000000004 1.5000000000000002 9.5000000000000018 4.5000000000000009 55.046835900000012 54.864040150000001 54.762542150000009 1.5000000000000002 42.205000000000005 54.978840000000005 41.005000000000003 1.5000000000000002 54.811549550000009 83.011163250000024 1.5000000000000002 41.810000000000009 112.04500000000002 5.5000000000000009 83.093115700000013 3.5000000000000004 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 9 5 -5 -6 -3 -9 12 11 -11 13 14 15 -4 21 19 -16 -18 -20 -17 23 -22 -21 29 27 28 -27 -12
right_child=-2 2 3 4 6 -7 -8 8 -10 10 25 -13 -14 -15 18 16 17 -19 20 24 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=26.182047863910856 347.10358857650834 -16529.265903855656 -924.07290363239065 -16107.377921760499 -1396.8610346544056 11078.590532254171 -46446.099482650105 7093.8838020833346 -102057.10174680898 145726.96566840279 10821.233676276606 25548.368025207521 -605.62375150543585 23669.852964262052 -10375.815387349392 -8971.855744006587 19597.159043808613 39826.589521852475 -58278.385229846026 -62498.493288690486 -7449.7432360197381 -126683.02484975963 2898.4887663138929 52571.496716303613 17919.644084087173 -79180.100298713252 -45285.021251316532 81238.957956140031 9486.0038059672988 103608.80845269098
leaf_weight=3782924 225778 1188 2361 1774 225 2045 813 30 71 36 1855 96 290387 1014 3261 102 484 1064 69 105 152 26 1032 306 57 68 293 103 409 36
leaf_count=3782924 225778 1188 2361 1774 225 2045 813 30 71 36 1855 96 290387 1014 3261 102 484 1064 69 105 152 26 1032 306 57 68 293 103 409 36
internal_value=0 -19.1498 -573.295 -489.151 -9057.8 -1549.82 -36681.1 -20690.5 -69636 -351.941 8666 58324.3 -438.872 4387.44 2219.53 9509.16 22911.2 27087.5 -4130.91 6105.42 8931.72 -32881.9 12044.1 32651.8 -34203.2 6294.48 -7337.19 11833 -3154.03 12587.7
internal_weight=0 4.09239e+06 309462 308173 4857 3819 1038 1289 101 303316 2896 132 300420 10033 9019 4199 1838 1710 4820 646 1559 128 1490 458 162 2764 873 580 477 1891
internal_count=4318164 4092386 309462 308173 4857 3819 1038 1289 101 303316 2896 132 300420 10033 9019 4199 1838 1710 4820 646 1559 128 1490 458 162 2764 873 580 477 1891
is_linear=0
shrinkage=0.1


Tree=1597
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 1 5 5 1 5 5 5 1 5 3 1 5 4 3 1 1 3 3 1 4 5 0 1
split_gain=2.95081e+12 3.2262e+13 7.97505e+13 5.92267e+13 2.02981e+14 1.02434e+14 1.0112e+14 1.25985e+14 1.2527e+14 8.24067e+13 6.48038e+13 8.87585e+13 6.31027e+13 6.08117e+13 1.16481e+14 9.62803e+13 6.04224e+13 7.50318e+13 5.95698e+13 6.72192e+13 6.07102e+13 5.95367e+13 1.11358e+14 5.56557e+13 9.84716e+13 5.51269e+13 5.19396e+13 5.13431e+13 5.05605e+13 1.77771e+14
threshold=55.416472000000006 55.518428350000008 86.192907650000009 37.737121850000008 37.767735350000002 37.542000650000013 55.455204450000004 36.761894450000007 55.005000000000003 70.50500000000001 37.457850350000008 112.04500000000002 95.020000000000024 59.025000000000013 37.503486000000002 72.705000000000013 12.500000000000002 37.275078000000001 61.020000000000003 2.5000000000000004 19.500000000000004 53.664171200000006 50.888703650000004 7.5000000000000009 3.5000000000000004 36.585378200000001 3.5000000000000004 39.805000000000007 55.535913550000011 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 10 25 -9 -5 16 12 13 -12 -15 -16 -2 -18 27 -20 26 22 -6 24 -11 -8 -21 -7 29 -3
right_child=1 28 -4 4 21 18 7 8 -10 23 11 -13 -14 14 15 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=77.314251280668515 6067.1630568097171 24083.18378540195 55427.95161111583 15318.493452259494 -9065.6236984385177 -23732.600383385998 -13999.738331025808 3964.7368228620021 37688.399772083416 91311.767013888893 -19615.505696137228 173223.0014375 -74490.777688321206 -17862.825862283353 15068.87383203125 117679.1134979471 47125.206459263398 264519.50520996092 -47796.218962269915 -16022.206974189101 -86154.471995054482 6364.1587129389418 -71280.133178710938 67607.609222155254 -184114.38650000002 -80476.772769835996 44334.136444653472 -2953.3444897091504 -83.572137709718447 -370.10027069351156
leaf_weight=2303344 527 3915 230 3042 5365 1796 1082 3719 1565 27 3757 25 176 698 275 137 77 20 1060 1138 109 2409 304 499 25 141 163 3519 1966665 12355
leaf_count=2303344 527 3915 230 3042 5365 1796 1082 3719 1565 27 3757 25 176 698 275 137 77 20 1060 1138 109 2409 304 499 25 141 163 3519 1966665 12355
internal_value=0 -88.3857 -3244.03 -3670.33 1989.77 -6975.93 -1256.57 7258.68 13952.9 21763.9 -10991.1 -14735.1 -15666.9 -13539.7 7024.98 49189.3 19417.3 91948.8 -15938.1 -28769.9 -14466.4 -6805.52 -12401.9 57348 -41104.7 -21663.9 -8460.27 -9974.9 -37.6439 5514.02
internal_weight=0 2.01482e+06 31885 31655 11671 19984 12199 6507 5284 3593 5692 5068 5043 4867 1110 412 624 97 7785 2470 1410 8078 5669 551 52 1223 1301 5315 1.98294e+06 16270
internal_count=4318164 2014820 31885 31655 11671 19984 12199 6507 5284 3593 5692 5068 5043 4867 1110 412 624 97 7785 2470 1410 8078 5669 551 52 1223 1301 5315 1982935 16270
is_linear=0
shrinkage=0.1


Tree=1598
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 5 3 0 3 1 3 3 1 5 0 0 0 0 5 4 3 3 5 1 5 3 3 4
split_gain=2.80254e+12 3.06152e+13 1.16641e+14 1.38328e+14 1.45776e+14 1.01158e+14 1.253e+14 1.2271e+14 8.65759e+13 8.60578e+13 8.26797e+13 1.00853e+14 9.95267e+13 9.57196e+13 8.24134e+13 8.2105e+13 2.58022e+14 2.03121e+14 3.09209e+14 2.70191e+14 2.01865e+14 1.96779e+14 1.64369e+14 2.54469e+14 2.22623e+14 1.43654e+14 1.29203e+14 1.22514e+14 1.19688e+14 1.7174e+14
threshold=37.66934650000001 37.516458750000005 56.501468900000013 55.885524800000006 52.710000000000008 56.197733450000008 14.500000000000002 80.815000000000012 21.500000000000004 56.24640500000001 31.500000000000004 37.615058950000012 8.5000000000000018 3.5000000000000004 37.542000650000013 67.00500000000001 55.86787755000001 55.777112100000004 55.734663800000007 55.576287050000012 80.00500000000001 2.5000000000000004 17.500000000000004 8.5000000000000018 84.030000000000015 37.615058950000012 103.45000000000002 3.5000000000000004 21.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 8 7 9 10 -5 -7 11 13 -13 -6 -8 21 17 18 19 -17 -18 -3 23 26 28 -19 27 -20 29 -24
right_child=-2 2 -4 4 5 6 14 -9 -10 -11 -12 12 -14 -15 -16 16 20 25 22 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-99.261875194412426 -41.925521754980842 568.25442433535886 -46948.927240630117 5971.2381792591041 237321.91106250003 -79953.560270966685 -41874.141701316301 71481.406309917453 -18294.388897185796 24710.815587954821 -1597.6468607088416 -85429.748445235149 16771.721287714219 40567.97225432159 49039.830468750006 -1617.3419376688023 -59707.468346182352 10927.888876179462 -176920.98604166668 28502.721303103488 -488.79600960035509 -15188.886095088596 156703.30647763039 -76058.052506562861 -82430.384826501628 42783.30508377849 -136000.53559818593 30845.940502558369 7136.5744286308909 -50717.447223772324
leaf_weight=770727 3397896 98362 496 8782 25 83 710 557 1766 1468 1148 101 1684 2256 116 7745 997 3102 30 4839 1362 8620 139 1067 231 2604 59 526 610 56
leaf_count=770727 3397896 98362 496 8782 25 83 710 557 1766 1468 1148 101 1684 2256 116 7745 997 3102 30 4839 1362 8620 139 1067 231 2604 59 526 610 56
internal_value=0 154.801 1464.23 1625.34 9669.42 19716.2 2354.78 26867.2 1908.56 19109.8 22101.2 28792.3 10988.9 42724.4 -29106.6 471.577 5841.71 9362.97 3358.46 9964.9 -25516.8 -701.366 -27228.5 -46528.3 4105.67 25465.5 4704.56 19635.5 28937.8 97136.3
internal_weight=0 920268 149541 149045 18696 8148 2377 5771 10548 1551 5214 4066 1785 2281 826 130349 23367 21008 15302 12584 2359 106982 2718 1682 1036 5706 615 556 805 195
internal_count=4318164 920268 149541 149045 18696 8148 2377 5771 10548 1551 5214 4066 1785 2281 826 130349 23367 21008 15302 12584 2359 106982 2718 1682 1036 5706 615 556 805 195
is_linear=0
shrinkage=0.1


Tree=1599
num_leaves=31
num_cat=0
split_feature=5 1 0 1 3 5 1 0 3 0 2 3 2 0 1 5 6 4 2 5 3 6 0 5 3 0 1 3 4 5
split_gain=2.777e+12 3.01527e+13 5.85674e+13 8.0774e+13 1.11931e+14 5.77375e+13 5.40229e+13 8.12588e+13 5.29135e+13 1.00113e+14 1.17092e+14 8.79136e+13 8.05187e+13 8.30612e+13 6.53887e+13 6.84875e+13 9.16112e+13 6.49598e+13 7.86921e+13 9.63063e+13 6.03208e+13 5.61537e+13 4.82942e+13 5.09079e+13 4.84652e+13 4.78732e+13 9.71978e+13 1.57632e+14 9.64536e+13 1.0457e+14
threshold=68.00500000000001 65.520339550000017 57.131524800000008 65.551978750000004 4.5000000000000009 98.020000000000024 65.610478850000007 57.178027650000011 15.500000000000002 57.147575200000006 17.500000000000004 22.500000000000004 19.500000000000004 57.157092150000004 65.551978750000004 120.05000000000001 1.5000000000000002 2.5000000000000004 7.5000000000000009 91.050000000000011 24.500000000000004 1.5000000000000002 57.157092150000004 81.910000000000011 18.500000000000004 57.157092150000004 65.551978750000004 8.5000000000000018 3.5000000000000004 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 25 10 17 14 13 21 -11 16 -16 20 19 -19 -10 -13 23 -8 -24 -4 27 -27 29 -29
right_child=1 2 6 -5 5 -7 22 -9 9 11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=37.070451309351078 -541.92430109812915 69192.24840343387 14475.179268127913 610.14841335641006 -16142.777077938914 -57712.870509069115 -2222.5438318911156 -13271.514823043635 39665.562841682789 -49409.770599330484 -101186.74144736842 23670.549886792331 126677.22933799343 -51699.733405131679 49888.009511021206 -100773.78121767717 -16486.927128253599 122191.98119840802 116810.01023209952 -52053.995342167727 -67273.625736607151 152543.97533735796 -1166.4689269202097 -73073.459201738922 41574.681371594153 121450.72648634927 17110.65040986695 84345.518623772223 -93816.389525240389 -137928.16475
leaf_weight=3557887 566404 129 4666 176780 1228 459 223 1205 214 483 57 146 76 124 280 71 808 53 206 79 70 44 4480 186 282 277 1019 138 65 25
leaf_count=3557887 566404 129 4666 176780 1228 459 223 1205 214 483 57 146 76 124 280 71 808 53 206 79 70 44 4480 186 282 277 1019 138 65 25
internal_value=0 -173.48 902.94 394.602 -20588 -27453.2 6845.67 11099.4 14398.7 2748.17 35991.8 -8360.29 34319.3 11965.2 -18497.4 -5614.96 594.858 48562.8 78185.7 17908.4 13307.3 53514.9 -1467.61 -34443.3 1364.61 19501.2 34889.1 70762.9 9181.63 50254.5
internal_weight=0 760277 193873 178596 1816 1687 15277 10106 8901 2711 679 2032 390 314 1642 1159 1088 622 338 132 284 190 5171 409 4762 6190 1524 505 228 163
internal_count=4318164 760277 193873 178596 1816 1687 15277 10106 8901 2711 679 2032 390 314 1642 1159 1088 622 338 132 284 190 5171 409 4762 6190 1524 505 228 163
is_linear=0
shrinkage=0.1


Tree=1600
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 5 3 1 6 5 3 1 3 5 5 3 3 5 5 6 5 3 0 1 1 0 0 6
split_gain=2.9134e+12 3.45382e+13 6.02762e+13 6.22757e+13 7.55674e+13 4.38486e+13 8.04673e+13 5.58586e+13 4.27698e+13 8.49545e+13 3.90096e+13 6.46379e+13 5.73834e+13 5.20883e+13 3.7259e+13 3.67009e+13 3.59551e+13 4.81808e+13 4.95229e+13 3.64351e+13 3.49022e+13 3.33208e+13 3.29468e+13 3.04258e+13 3.42262e+13 4.07131e+13 7.1989e+13 9.1847e+13 8.56748e+13 7.05927e+13
threshold=57.581016350000006 57.178027650000011 65.610478850000007 39.969502550000009 60.837513500000007 57.265292900000006 65.520339550000017 67.00500000000001 14.500000000000002 65.58467570000002 1.5000000000000002 77.715000000000018 8.5000000000000018 39.899261850000009 5.5000000000000009 64.020000000000024 55.005000000000003 16.500000000000004 4.5000000000000009 97.050000000000011 83.010000000000005 1.5000000000000002 56.835000000000008 5.5000000000000009 58.000519000000004 30.102666750000001 30.243224600000001 59.609407350000005 59.755965500000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 14 6 7 -6 21 -10 13 -12 -13 -3 15 -5 -4 18 -18 -20 -7 -8 -11 24 -2 -26 27 -27 -29 -30
right_child=23 2 16 4 5 20 8 -9 9 22 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-4.668309844236485 3872.3539572354662 -12723.149112986792 1928.1080513851912 -10853.773272238923 15028.9249133468 -18141.41403627523 -20119.320601287844 85589.64885703125 -5610.1688166553085 -33271.055780688366 -830.68286124122642 1766.6348018202673 -59953.199014265374 16860.969401781884 -35389.429072817984 -38109.355594853943 58634.766756720295 63696.310574685805 7295.8107960694515 -81755.330106026784 -119287.84699480329 3492.5408566222964 -83906.896513034997 -234.55902851525084 -5776.9827780150081 45418.482550171546 429.70517088929682 -61998.049555302765 34871.464317389291 4414.5373122081073
leaf_weight=3692239 40910 786 2854 3509 1095 1350 700 125 1885 426 8547 258 362 2451 1105 575 190 230 737 49 35 4088 184 431191 9442 701 106251 174 904 4811
leaf_count=3692239 40910 786 2854 3509 1095 1350 700 125 1885 426 8547 258 362 2451 1105 575 190 230 737 49 35 4088 184 431191 9442 701 106251 174 904 4811
internal_value=0 -32.8165 -3327.89 -5008.17 -9326.01 -4197.42 -1509.84 22258.5 -5491.35 -16107.2 240.143 -3092.3 -34269.8 9677.43 -19098.9 -14691.2 8045.46 22522.2 12819.3 1744.28 -20697.5 40.5143 -48544.8 205.593 1368.57 530.926 1058.74 11200.7 7127.61 9232.22
internal_weight=0 3.72378e+06 31541 27481 15077 9888 8503 1220 7283 2495 12404 9167 620 3237 5189 4084 4060 1206 976 786 1385 4788 610 594384 163193 122283 112841 6590 5889 5715
internal_count=4318164 3723780 31541 27481 15077 9888 8503 1220 7283 2495 12404 9167 620 3237 5189 4084 4060 1206 976 786 1385 4788 610 594384 163193 122283 112841 6590 5889 5715
is_linear=0
shrinkage=0.1


Tree=1601
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 1 1 6 1 3 5 1 5 3 1 3 5 1 1 1 1 4 1 3 3 1 1 5 2
split_gain=2.677e+12 2.52802e+13 6.44523e+13 4.75882e+13 5.09469e+13 1.26518e+14 1.1426e+14 8.30327e+13 1.29152e+14 1.13797e+14 1.33464e+14 7.25916e+13 9.31818e+13 7.01862e+13 6.77098e+13 6.03798e+13 1.37573e+14 1.3428e+14 9.17692e+13 6.06654e+13 9.04924e+13 5.85258e+13 5.59326e+13 5.28029e+13 5.93071e+13 4.95574e+13 4.74301e+13 6.43343e+13 6.84873e+13 4.50845e+13
threshold=55.416472000000006 55.518428350000008 86.192907650000009 38.210000000000008 38.781124500000011 37.737121850000008 53.664171200000006 37.542000650000013 1.5000000000000002 37.503486000000002 5.5000000000000009 58.995000000000012 37.314272700000011 61.020000000000003 17.500000000000004 37.503486000000002 9.5000000000000018 72.705000000000013 36.761894450000007 37.314272700000011 37.342273500000012 37.417247200000006 2.5000000000000004 37.767735350000002 16.500000000000004 19.500000000000004 37.39371280000001 37.275078000000001 68.52500000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -6 8 9 10 -5 -12 29 -9 23 16 18 -17 -10 -18 -21 -22 -15 -7 -25 -24 27 -20 -29 -13
right_child=1 -3 -4 4 6 14 -8 13 15 -11 11 12 -14 22 -16 17 19 -19 26 20 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=73.639885590652028 -9837.8227579176673 -39.26816037682476 49867.670945354963 -64713.387727864589 -29836.473512973509 21090.89964577309 6651.4007605425641 -3898.8622242281535 -17475.154249648007 6507.6558033794445 57353.524490779862 109330.97964015152 39589.036787280704 -42956.322841958106 77766.851979474333 2966.4298192869196 4271.7988415856153 87491.338048974168 12034.199639404775 -126743.56296590168 23694.597535388308 -33020.517368367844 -7126.6802426994254 4525.439032406679 -65544.202351320258 -77322.630278813071 3796.0494003792696 40259.665615084137 128930.6434397978 255738.41787446124
leaf_weight=2303344 8164 1982935 230 72 1778 2908 1659 3757 953 872 382 33 57 1060 164 1544 594 214 513 96 202 1833 1301 1899 129 109 860 325 119 58
leaf_count=2303344 8164 1982935 230 72 1778 2908 1659 3757 953 872 382 33 57 1060 164 1544 594 214 513 96 202 1833 1301 1899 129 109 860 325 119 58
internal_value=0 -84.1852 -2877.58 -3260.82 -975.069 952.889 -12224.2 -3685.67 2608.71 29594.1 63034.9 80389.4 139847 -12507.1 14553.9 -2875.42 -8036.17 13255.6 7657.57 -23989.1 -31866.6 -27390.8 -25600.7 12453.6 68.3465 -12553.2 20839.5 36155.4 64025.1 202646
internal_weight=0 2.01482e+06 31885 31655 23491 20054 3437 14954 8727 1474 602 530 148 6227 5100 7253 5495 1758 2770 2725 2131 2035 2470 4936 2028 1410 1817 957 444 91
internal_count=4318164 2014820 31885 31655 23491 20054 3437 14954 8727 1474 602 530 148 6227 5100 7253 5495 1758 2770 2725 2131 2035 2470 4936 2028 1410 1817 957 444 91
is_linear=0
shrinkage=0.1


Tree=1602
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 1 5 0 0 1 6 0 3 3 0 2 5 5 3 3 0 0 3 1 1 1 0 5 6
split_gain=3.07907e+12 2.60118e+13 9.77123e+13 1.04272e+14 1.17153e+14 8.9461e+13 1.09628e+14 9.95893e+13 8.38388e+13 2.99267e+14 2.09639e+14 3.72443e+14 2.95072e+14 2.27736e+14 2.19409e+14 2.62173e+14 2.28024e+14 2.05647e+14 2.31086e+14 2.27295e+14 2.00378e+14 1.96738e+14 3.98178e+14 6.25997e+14 3.3941e+14 3.16684e+14 3.04331e+14 4.01952e+14 4.7451e+14 2.57977e+14
threshold=37.66934650000001 37.516458750000005 56.663136550000011 55.885524800000006 52.710000000000008 56.197733450000008 37.533784800000006 80.815000000000012 55.795550600000006 55.762622900000004 37.582182450000005 1.5000000000000002 55.777112100000004 18.500000000000004 10.500000000000002 55.784980300000008 19.500000000000004 77.715000000000018 32.615000000000009 5.5000000000000009 7.5000000000000009 55.751981950000008 55.708120100000009 16.500000000000004 37.642309100000013 37.642309100000013 37.597123000000003 55.755036050000008 33.395000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 -7 -6 9 21 14 -12 17 -14 20 16 -16 18 -13 -19 -11 22 -3 -24 -25 26 -23 29 -29 -28
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 11 12 13 -15 15 -17 -18 19 -20 -21 -22 25 23 24 -26 -27 27 28 -30 -31
leaf_value=-71.925598723489031 -43.945298447418921 -80.578972146776053 -53743.952613901871 1526.121825035905 19906.325566521904 33657.563178081436 -12611.878291527813 64391.851654721169 -3455.084021492446 5586.0579883903629 131975.21022903404 8720.4115101502011 5861.1205647258212 -304003.86285807291 -11249.311342203648 73013.206718511166 62396.650284000323 135772.95223214288 95001.169893691665 -278199.81256510416 -67169.641391177298 26646.490579422793 38838.184169815206 -146627.07215800113 -6899.2615670039741 110716.04131192836 -5005.992929025896 26467.284509070447 -144250.80212513951 -45701.941560960091
leaf_weight=770727 3397896 66737 321 10668 5214 733 1699 557 38226 895 373 452 2022 24 1911 736 539 21 991 36 656 1517 5284 278 464 205 6133 236 525 2088
leaf_count=770727 3397896 66737 321 10668 5214 733 1699 557 38226 895 373 452 2022 24 1911 736 539 21 991 36 656 1517 5284 278 464 205 6133 236 525 2088
internal_value=0 162.259 1369.23 1487.79 8435.27 17420.6 1333.64 24199.9 481.986 2115.65 19814.5 36924.1 26925.8 2226.34 5659.35 20675.5 4952.8 60615.9 67974.9 -125684 -25186.2 280.189 2142.29 26760.3 -59250.1 -12377.9 -14781.4 -21778.3 -91308 -15342.1
internal_weight=0 920268 149541 149220 18871 8203 2432 5771 130349 92123 8656 3919 3546 2046 4737 3186 2450 1500 1443 57 1551 83467 72763 6026 742 10704 10499 8982 761 8221
internal_count=4318164 920268 149541 149220 18871 8203 2432 5771 130349 92123 8656 3919 3546 2046 4737 3186 2450 1500 1443 57 1551 83467 72763 6026 742 10704 10499 8982 761 8221
is_linear=0
shrinkage=0.1


Tree=1603
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 1 1 1 0 3 5 5 5 4 0 3 5 5 1 0 1 0 5 3 4 5 1 1 3
split_gain=2.96355e+12 2.36986e+13 6.44865e+13 1.09393e+14 9.07084e+13 8.41437e+13 6.52346e+13 4.64212e+14 9.74423e+13 5.2224e+14 3.48514e+14 1.27055e+14 9.38754e+13 9.20758e+13 7.36459e+13 6.05297e+13 1.11365e+14 1.12853e+14 8.41861e+13 5.96113e+13 5.76142e+13 5.1556e+13 4.89001e+13 6.09043e+13 9.41269e+13 1.05949e+14 6.50971e+13 5.22839e+13 9.00343e+13 6.71614e+13
threshold=56.758269450000007 56.24640500000001 38.096381250000007 37.642309100000013 41.365000000000002 73.995000000000019 38.891822450000006 43.048525950000005 38.233559750000005 56.301440000000007 14.500000000000002 71.00500000000001 30.025000000000002 64.805000000000021 1.0000000180025095e-35 56.320495600000008 5.5000000000000009 104.75000000000001 76.730000000000018 37.944765900000007 56.320495600000008 36.585378200000001 56.121679000000007 81.00500000000001 21.500000000000004 3.5000000000000004 116.06000000000002 37.457850350000008 37.516458750000005 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 -3 21 8 13 15 10 11 12 -10 -8 -12 16 17 -4 -18 -5 -7 -6 -1 27 25 26 -25 29 -29 -24
right_child=-2 2 6 19 5 20 7 -9 9 -11 14 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-34.769167230503342 159.31633333974816 -15614.067924209927 445.03559055662436 -63759.304031553227 -17715.366633109199 -94182.552336981753 -39426.022583730643 -429.97015417597936 -60366.509814453129 3760.6911575165636 -144049.77230113637 345431.97880067572 164108.37392578126 -99769.886229306183 43769.360760751741 7107.1584131672316 -22860.332309682093 227969.72642045456 -93080.533559908741 -20085.756624387886 -15957.491774473474 7002.8726145362452 -22024.968870023626 35002.8522632163 -40741.088027746278 -9921.8735072645268 -15168.979382071659 -40974.076191913875 1519.5638694261984 16860.707347092903
leaf_weight=3205370 919083 5015 2398 438 943 101 1807 112978 20 4525 22 37 272 294 409 4435 1103 22 202 1091 1389 8022 501 2389 279 910 290 505 39399 3915
leaf_count=3205370 919083 5015 2398 438 943 101 1807 112978 20 4525 22 37 272 294 409 4435 1103 22 202 1091 1389 8022 501 2389 279 910 290 505 39399 3915
internal_value=0 -43.0778 -1291.59 -7079.87 -4557.89 745.486 -526.018 -1296.09 6065.18 16643.5 93347 170855 148733 -47870.1 34182.3 -786.083 -10183.8 2513.44 -33729.7 -32596.6 -21260 4402.84 12.765 3174.64 15208.7 19558.1 29571.8 2124.38 981.791 12449.1
internal_weight=0 3.39908e+06 145523 16999 15470 10455 128524 115079 13445 5285 760 329 292 2101 431 8160 3725 2420 1305 1529 1490 8965 3.25356e+06 48188 3868 3589 2679 44320 39904 4416
internal_count=4318164 3399081 145523 16999 15470 10455 128524 115079 13445 5285 760 329 292 2101 431 8160 3725 2420 1305 1529 1490 8965 3253558 48188 3868 3589 2679 44320 39904 4416
is_linear=0
shrinkage=0.1


Tree=1604
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 1 1 1 5 1 1 0 1 0 0 1 1 0 1 0 1 0 1 1 1 3 3 3 1 1
split_gain=2.98731e+12 2.3396e+13 9.85718e+13 1.06611e+14 2.12664e+14 1.52784e+14 1.52457e+14 1.4126e+14 1.25926e+14 1.16201e+14 3.36617e+14 2.25968e+14 1.62212e+14 2.37368e+14 2.45149e+14 3.57982e+14 2.37496e+14 2.21652e+14 3.78342e+14 8.14681e+14 3.52961e+14 3.96931e+14 8.25031e+14 7.57685e+14 2.84088e+14 2.31621e+14 2.11588e+14 4.27429e+14 6.73661e+14 2.70569e+14
threshold=55.576287050000012 55.734663800000007 32.615000000000009 16.500000000000004 36.761894450000007 37.944765900000007 37.914142000000005 37.098288800000006 84.030000000000015 49.148175700000003 38.422276900000007 55.628356700000005 37.832345550000007 55.719391050000006 55.674875350000008 37.869926150000005 37.944765900000007 55.628356700000005 37.692869000000009 55.591389050000011 37.66934650000001 55.719391050000006 37.542000650000013 37.642309100000013 37.533784800000006 7.5000000000000009 15.500000000000002 14.500000000000002 37.767735350000002 37.752451500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 -4 9 10 12 -12 17 14 -14 -16 -15 18 -9 -20 21 -19 24 -24 -23 -21 27 -22 -29 -28
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 11 -13 13 16 15 -17 -18 20 19 25 26 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=74.3970926580119 4367.587226903086 41.41860251581226 -19481.333710067975 68174.233257951506 1094.7682123161401 -7679.2076059309038 18935.426812915543 -5165.0986122941767 10674.824104508509 3323.4501116974479 -13473.311936380584 -60596.719121883252 -2199.5113027337879 71463.762555868467 81557.460875851713 13448.541570625319 -39503.011341498022 -8806.4374158657956 -55384.36567785329 -172882.09762228263 -22269.408738118735 -1213.9956624168187 150730.06641976602 -15454.645116250751 -228979.85545828682 53004.15387856809 -63626.785954643856 123356.5359178911 -70391.868257168462 9892.791308138123
leaf_weight=2398881 30062 1671564 5479 464 76466 19312 5110 15957 6320 18521 2449 1741 10603 215 876 6482 1874 22874 928 46 11058 2476 802 417 56 3446 2260 503 279 643
leaf_count=2398881 30062 1671564 5479 464 76466 19312 5110 15957 6320 18521 2449 1741 10603 215 876 6482 1874 22874 928 46 11058 2476 802 417 56 3446 2260 503 279 643
internal_value=0 -92.9877 -999.938 -1741.28 629.534 318.885 2212.32 -3807.29 -3032.4 -3861.34 -5408.93 -33053.7 -3992.81 3822.07 7532.79 21557.2 -28082.3 -6530.48 2006.36 27896.6 -10735.5 -3862.02 26289.6 93881 -6251.47 50028.6 -23148.7 -17216.7 54231.5 -47342.6
internal_weight=0 1.91928e+06 247719 217657 101352 100888 81576 116305 110826 104506 85985 4190 81795 20050 17961 7358 2089 61745 20377 4420 41368 26625 3751 1219 2532 3492 14743 11840 782 2903
internal_count=4318164 1919283 247719 217657 101352 100888 81576 116305 110826 104506 85985 4190 81795 20050 17961 7358 2089 61745 20377 4420 41368 26625 3751 1219 2532 3492 14743 11840 782 2903
is_linear=0
shrinkage=0.1


Tree=1605
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 3 3 3 2 0 0 0 3 5 0 0 3 1 0 3 3 5 0 3 5 0 0 1 5
split_gain=2.87145e+12 3.20871e+13 1.19035e+14 3.94957e+14 2.99944e+14 4.24268e+14 2.20723e+14 2.03441e+14 2.26383e+14 1.6614e+14 2.29014e+14 1.99263e+14 1.74004e+14 2.2615e+14 2.30727e+14 2.14869e+14 4.27711e+14 2.60038e+14 4.22716e+14 2.02502e+14 3.67083e+14 2.25683e+14 1.89224e+14 1.7638e+14 3.23246e+14 1.48121e+14 1.36341e+14 1.46919e+14 3.5154e+14 2.80814e+14
threshold=37.615058950000012 37.516458750000005 55.551692500000009 55.591389050000011 20.500000000000004 55.56564190000001 8.5000000000000018 17.500000000000004 13.500000000000002 18.500000000000004 55.885524800000006 56.197733450000008 55.795550600000006 16.500000000000004 37.505000000000003 55.820531900000013 55.834684950000003 24.500000000000004 37.542000650000013 55.784980300000008 20.500000000000004 9.5000000000000018 109.05000000000001 55.806974650000008 21.500000000000004 38.610000000000007 55.784980300000008 55.708120100000009 37.559851850000008 32.355000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 25 26 8 -7 10 12 -12 19 14 -14 17 -17 18 -15 22 21 -21 -8 -20 -25 -4 27 -5 -29 -30
right_child=-2 2 3 6 -6 7 9 -9 -10 -11 11 -13 13 15 -16 16 -18 -19 23 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-55.572966732033251 -40.959529878732901 -3483.5458654667254 25996.504113914852 6620.3710515928387 10292.54014246069 109321.41419279012 -1722.116209470295 120375.13777765013 -7757.5714596717917 16921.254620480682 21031.482839802913 -8378.0545830255578 573.63059815521922 95015.840142952133 -34237.056547580854 101475.31970650809 -1965.6138642731855 -632.90084908376809 14177.38920123388 -50406.96512427034 166340.21965563323 44112.831684340053 -196545.02342968751 -455893.6328125 -135604.17282653038 145824.69491089083 3544.5013330645484 -1220.970820761913 19839.152939617717 92999.982769173643
leaf_weight=770727 3448201 29396 126 2646 2819 199 17008 204 971 4807 6594 3541 2684 94 6552 420 8282 641 63 354 190 882 50 35 316 569 6218 1407 890 1278
leaf_count=770727 3448201 29396 126 2646 2819 199 17008 204 971 4807 6594 3541 2684 94 6552 420 8282 641 63 354 190 882 50 35 316 569 6218 1407 890 1278
internal_value=0 162.348 1854.85 4101.81 31514.6 60429.5 2038.85 28223.4 12155.9 -798.334 -2583.81 10756.3 -6182.38 -12879.4 -24121 -2339.64 3026.94 -42983.7 -96422.3 733.125 36934.1 17041.6 -2293.18 -139889 -167542 124100 14016.4 24483.3 37704.3 62966.2
internal_weight=0 869963 99236 69840 4888 2069 64952 1374 1170 52513 47706 10135 37571 19087 9236 9851 8702 1149 508 18484 1426 1236 17058 414 351 695 12439 6221 3575 2168
internal_count=4318164 869963 99236 69840 4888 2069 64952 1374 1170 52513 47706 10135 37571 19087 9236 9851 8702 1149 508 18484 1426 1236 17058 414 351 695 12439 6221 3575 2168
is_linear=0
shrinkage=0.1


Tree=1606
num_leaves=31
num_cat=0
split_feature=3 3 2 5 0 0 5 5 1 6 1 0 5 0 5 5 0 0 6 1 5 0 0 1 5 0 1 5 4 0
split_gain=2.84833e+12 7.25464e+12 2.95387e+13 2.91481e+13 3.15835e+13 7.03699e+13 5.95056e+13 6.67181e+13 5.49565e+13 4.56415e+13 4.40101e+13 5.41612e+13 5.26919e+13 7.25997e+13 7.86796e+13 5.30156e+13 3.59714e+13 3.45167e+13 3.41511e+13 2.9705e+13 2.81656e+13 1.34721e+14 8.20813e+13 6.67026e+13 5.18441e+13 4.77483e+13 4.14486e+13 7.49144e+13 2.71653e+13 2.68818e+13
threshold=2.5000000000000004 4.5000000000000009 3.5000000000000004 59.510000000000012 56.819808050000006 55.601678500000013 81.00500000000001 142.05000000000004 30.362552800000003 1.5000000000000002 30.332994000000003 59.950068600000009 109.05000000000001 59.932719750000011 82.00500000000001 88.015000000000015 56.301440000000007 55.795550600000006 1.5000000000000002 50.888703650000004 116.06000000000002 43.592450450000008 54.920670650000005 50.158868250000005 114.05000000000001 55.110554300000004 43.048525950000005 161.85000000000002 2.5000000000000004 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 20 -7 18 9 -6 -11 12 13 14 28 -15 17 -9 -8 -20 24 26 23 -23 29 -24 -22 -28 -12 -5
right_child=1 -3 3 4 8 6 7 16 -10 10 11 -13 -14 15 -16 -17 -18 -19 19 -21 21 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=495.3192711238039 -108.68627205002868 20.350381116909247 -1434.1503124670874 -8013.9106703252392 -78267.507864463885 -15724.644314834672 48323.971280924481 64563.645200892854 11783.914239032187 3430.5958931223922 22361.041655273439 -198424.9445684524 65442.477038043486 -25825.648291015626 -196673.27494469468 167959.5450390625 140419.60852272727 -97096.666484375004 -83729.876365902557 -11539.826268051611 217525.1654411765 -8891.0467725633753 165609.68141025642 -136282.66145833334 -127678.16549479168 -5551.4766183035717 -25527.703333333335 224329.57007812499 -90319.217781929357 64992.872265625003
leaf_weight=113057 224916 3945856 24671 4553 109 1121 24 28 1767 689 40 21 46 48 49 20 22 25 418 66 34 286 39 48 36 28 30 20 46 51
leaf_count=113057 224916 3945856 24671 4553 109 1121 24 28 1767 689 40 21 46 48 49 20 22 25 418 66 34 286 39 48 36 28 30 20 46 51
internal_value=0 -13.317 -525.741 -3257.72 -7913.06 -11596.5 -29201.1 -55113.8 959.596 -16949.2 -9979.73 -44200.9 -31194.1 -53092 -95535.1 31170 32928 -11691.2 -68112.1 -73885.8 -5743.14 17186.7 -6935.34 -27198.8 -8139.89 94079.6 132341 74415.2 -37909.8 -7205.19
internal_weight=0 4.20511e+06 259251 34335 9664 6829 1704 583 2835 1068 959 270 249 203 135 68 75 53 508 484 5125 485 401 334 4640 67 84 50 86 4604
internal_count=4318164 4205107 259251 34335 9664 6829 1704 583 2835 1068 959 270 249 203 135 68 75 53 508 484 5125 485 401 334 4640 67 84 50 86 4604
is_linear=0
shrinkage=0.1


Tree=1607
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 0 1 5 0 6 3 0 5 5 3 3 6 0 3 5 0 6 3 5 0 3 1 3
split_gain=2.80209e+12 2.78233e+13 1.2643e+14 1.89012e+14 1.39836e+14 9.79865e+13 1.42493e+14 1.37013e+14 1.70598e+14 1.67802e+14 1.52686e+14 3.98167e+14 1.33525e+14 1.19305e+14 1.22401e+14 1.04711e+14 9.37619e+13 9.09807e+13 1.66483e+14 1.2636e+14 9.37901e+13 8.67863e+13 8.36492e+13 2.17074e+14 9.39971e+13 8.14803e+13 1.19993e+14 1.45001e+14 9.1888e+13 1.1076e+14
threshold=37.39371280000001 37.436176200000013 55.860536450000005 55.734663800000007 12.500000000000002 55.619594000000006 55.518428350000008 55.645049100000001 37.417247200000006 69.610000000000014 55.657530000000008 1.5000000000000002 5.5000000000000009 55.719391050000006 37.995000000000012 78.710000000000022 19.500000000000004 25.500000000000004 1.5000000000000002 55.820531900000013 13.500000000000002 23.035000000000004 55.68356880000001 1.5000000000000002 22.500000000000004 54.410000000000004 55.885524800000006 23.500000000000004 37.417247200000006 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 21 10 -10 11 -9 -11 14 -12 -13 -15 18 19 -6 -20 -7 23 -16 -24 -4 -27 28 29 -28
right_child=1 -3 25 4 17 7 -8 8 9 12 13 15 -14 16 22 -17 -18 -19 20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=191.31577913812393 -4364.9598712154757 -6.6163448737663622 -4543.3859402515945 -4104.5407616263783 81595.381247566722 21752.002547478005 30184.979269477 89392.624939096102 5150.1144363815465 -163896.31406250002 7070.8085910951668 -37161.590887883351 66915.94496944033 -25847.628297441537 -54917.990653467597 61213.446283203135 40852.5012656748 -5568.2367170969646 190747.08724609378 19369.010992174841 12716.266771519289 -23375.258158566172 -62066.879968409688 61722.175487609864 -167970.44677530928 -50248.34924255935 97933.680434945913 30191.812574672549 -40624.715591259621 -12152.257649566895
leaf_weight=650275 3544 3632198 5053 2458 903 461 1800 465 3147 26 469 805 696 443 789 125 402 768 30 511 2173 5639 660 200 96 1191 104 623 1356 754
leaf_count=650275 3544 3632198 5053 2458 903 461 1800 465 3147 26 469 805 696 443 789 125 402 768 30 511 2173 5639 660 200 96 1191 104 623 1356 754
internal_value=0 -33.9181 -2812.36 664.519 14988.7 -4294.27 7272.37 -8579.93 -235.849 15125.3 -13579.4 13838.1 58604.1 -26082.6 -38283.2 -23939.1 5884.27 25691.4 32328.7 59107.6 15140.7 -19964.8 -50472.9 -31330.5 -75515 -13000.6 -23610 -12427 -24419.5 1191.49
internal_weight=0 3.66789e+06 35691 26610 6843 19767 5344 14423 8323 3869 4454 1395 722 3059 2214 930 845 4385 3617 1414 2203 6100 1745 989 756 9081 4028 2837 2214 858
internal_count=4318164 3667889 35691 26610 6843 19767 5344 14423 8323 3869 4454 1395 722 3059 2214 930 845 4385 3617 1414 2203 6100 1745 989 756 9081 4028 2837 2214 858
is_linear=0
shrinkage=0.1


Tree=1608
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 6 1 1 3 5 2 1 3 6 3 1 1 5 1 5 5 1 1 1 1 0 1 1 5 1
split_gain=2.70967e+12 4.22972e+13 1.40448e+14 1.4087e+14 1.11045e+14 5.51724e+13 5.28964e+13 1.04591e+14 4.91292e+13 4.4739e+13 4.85693e+13 5.68009e+13 4.30975e+13 7.18472e+13 4.23451e+13 4.17402e+13 4.03097e+13 3.4791e+13 3.42144e+13 3.14761e+13 3.00207e+13 5.26353e+13 4.03893e+13 2.92778e+13 4.58363e+13 2.76171e+13 1.14743e+14 8.7529e+13 8.50143e+13 4.44631e+13
threshold=55.535913550000011 55.518428350000008 37.582182450000005 47.415000000000006 37.362912300000012 1.5000000000000002 37.620907050000007 37.66934650000001 24.500000000000004 68.52500000000002 4.5000000000000009 37.642309100000013 4.5000000000000009 1.5000000000000002 5.5000000000000009 37.487839250000007 36.761894450000007 92.035000000000011 37.342273500000012 24.010000000000002 84.030000000000015 37.615058950000012 37.642309100000013 37.615058950000012 37.620907050000007 55.455204450000004 37.542000650000013 36.761894450000007 41.995000000000012 36.585378200000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 18 12 8 -7 9 20 -8 11 -11 16 -14 -9 17 -5 -6 -3 -20 22 -22 -4 -10 -25 -1 27 29 -29 -27
right_child=-2 2 5 4 15 6 7 14 23 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=65.435320929372594 -86.619492922886423 -21403.112207143498 -2914.8676853130901 -47023.95485491072 47111.909396288771 -883.74520306163288 41750.665513322398 -16866.811596429288 2347.7390025544896 311066.77767578128 10130.732343750002 92007.410775862067 -80382.898927606599 13006.621510289369 19210.08850106816 77700.760487014413 89667.67295545213 -46736.52678571429 -19668.427294436129 16777.684341308337 -64264.708832882614 36851.143008700288 -23032.770787157409 59263.069773065479 -68467.118276515146 -11166.432946193505 -11253.135748374512 -2213.7151740063869 23253.149941402851 -70868.583338874116
leaf_weight=2319419 1966665 435 3112 28 664 2722 693 585 2445 20 25 29 107 358 733 582 94 42 289 1316 234 66 1469 189 33 1082 9303 2410 2874 141
leaf_count=2319419 1966665 435 3112 28 664 2722 693 585 2445 20 25 29 107 358 733 582 94 42 289 1316 234 66 1469 189 33 1082 9303 2410 2874 141
internal_value=0 72.4438 5153.51 21658.6 41444.6 -76.5732 8297.15 20282.9 -5409.44 49642.8 123552 181419 5396.07 -8483.01 3197.2 57873.6 58295.8 41528.9 3472.99 10215.1 -11373.1 -42019.2 -9366.12 5504.88 40276.1 37.043 -4128.27 6058.08 11637.9 -18049.5
internal_weight=0 2.3515e+06 16270 3915 1875 12355 4807 2085 7548 767 74 49 587 465 1318 1288 122 706 2040 1605 4881 300 4581 2667 222 2.33523e+06 15810 6507 5284 1223
internal_count=4318164 2351499 16270 3915 1875 12355 4807 2085 7548 767 74 49 587 465 1318 1288 122 706 2040 1605 4881 300 4581 2667 222 2335229 15810 6507 5284 1223
is_linear=0
shrinkage=0.1


Tree=1609
num_leaves=31
num_cat=0
split_feature=5 0 0 3 1 0 6 1 0 5 5 0 4 3 3 0 5 5 5 2 0 0 3 3 3 1 0 4 0 1
split_gain=2.6798e+12 2.44136e+13 4.81034e+13 6.63408e+13 4.7029e+13 4.3378e+13 4.72451e+13 4.27003e+13 5.18111e+13 1.17724e+14 6.49148e+13 9.64675e+13 6.62007e+13 5.25881e+13 4.56664e+13 4.54297e+13 3.96783e+13 7.58755e+13 3.89976e+13 3.87296e+13 3.42739e+13 3.42723e+13 7.56281e+13 6.12978e+13 6.5869e+13 5.98408e+13 9.14739e+13 4.63612e+13 5.61765e+13 4.69658e+13
threshold=112.04500000000002 59.846652800000008 59.896318000000008 6.5000000000000009 30.434657650000002 59.904813200000007 1.5000000000000002 30.332994000000003 59.916647550000008 118.33500000000002 118.33500000000002 60.035045000000004 2.5000000000000004 13.500000000000002 11.500000000000002 59.963407450000012 120.05000000000001 128.92000000000004 137.05000000000004 18.500000000000004 60.003414000000006 60.017447350000005 18.500000000000004 14.500000000000002 16.500000000000004 30.160599000000001 60.063729500000008 3.5000000000000004 60.042666650000008 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -4 19 9 -9 11 12 -10 14 -12 -16 -8 -18 -11 20 -7 22 -22 25 -25 26 -23 29 -29 -27
right_child=1 2 5 4 -6 7 16 8 10 18 13 -13 -14 -15 15 -17 17 -19 -20 -21 21 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=10.055907936186316 -1307.3864188394305 76330.139925781259 8771.535001816861 6556.8504707814463 109491.30099734043 -9124.0147431607984 30638.584923735121 -106284.10438179348 193687.35088141027 217958.97015625003 -3769.5685686075071 1514.9156420898439 56172.879284311042 26702.507376981041 -180764.79497974538 -35466.415555442953 -249803.46324218751 -49380.503698491113 56718.723697916663 -63669.231197717054 18087.710213823462 -105319.3525390625 150944.69295343137 -150340.40309895834 -17020.568203125 -23034.305201822921 51102.125108173081 31795.585096914561 167243.97137109376 43845.703979492188
leaf_weight=4248930 60993 200 86 798 47 2543 21 23 39 40 1468 440 342 562 27 106 30 51 24 106 268 88 51 45 210 180 65 79 50 252
leaf_count=4248930 60993 200 86 798 47 2543 21 23 39 40 1468 440 342 562 27 106 30 51 24 106 268 88 51 45 210 180 65 79 50 252
internal_value=0 -617.137 4491.51 24540.2 12282.2 1580.06 -45823.1 2851.72 11689.9 87759.5 9472.01 33412.3 70249.2 385.11 -8853.1 -64963.1 -91853.9 -123611 157494 -4042.35 -2392.53 10898 39328.2 1538.59 -40547.6 16569.4 -38865.8 31688 84295 15979
internal_weight=0 69234 8241 1045 845 7196 188 7008 3071 87 2984 821 381 2163 1601 133 102 81 64 3937 3831 1288 319 969 255 714 153 561 129 432
internal_count=4318164 69234 8241 1045 845 7196 188 7008 3071 87 2984 821 381 2163 1601 133 102 81 64 3937 3831 1288 319 969 255 714 153 561 129 432
is_linear=0
shrinkage=0.1


Tree=1610
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 2 1 0 0 0 2 3 1 1 0 1 1 0 2 1 1 1 1 2 2 0 1 3 3 1
split_gain=2.61966e+12 4.97676e+12 1.88491e+13 1.78506e+13 4.80031e+13 6.25667e+13 6.26434e+13 3.54032e+13 3.23844e+13 2.21284e+13 3.05646e+13 3.65379e+13 4.34605e+13 2.23368e+13 2.13802e+13 3.28843e+13 2.81508e+13 2.06903e+13 1.79346e+13 2.88011e+13 1.47661e+13 1.42738e+13 3.22178e+13 4.88734e+13 2.94218e+13 7.58635e+13 2.25268e+13 6.69469e+13 3.06338e+13 4.54041e+13
threshold=225.45000000000002 3.5000000000000004 26.500000000000004 55.91302515000001 55.046835900000012 2.5000000000000004 82.907204800000002 55.014170500000006 55.777112100000004 55.993277250000013 2.5000000000000004 4.5000000000000009 65.551978750000004 30.332994000000003 56.838612000000005 30.578016350000002 40.810045900000013 57.60800230000001 6.5000000000000009 46.037218400000008 61.310823700000007 37.944765900000007 38.969379750000009 3.5000000000000004 9.5000000000000018 54.708501450000007 39.969502550000009 3.5000000000000004 2.5000000000000004 83.691301500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 8 21 20 -5 14 17 13 -13 -11 -16 -17 -12 19 -15 -7 24 23 -23 25 -3 27 -24 -28 -30
right_child=1 2 -4 9 5 6 -8 -9 -10 10 11 12 -14 18 15 16 -18 -19 -20 -21 -22 22 26 -25 -26 -27 28 -29 29 -31
leaf_value=-2.4481850331419022 6051.0616946686932 228004.51548295456 -92893.858061079547 -104777.34587053572 172453.68871651788 -57675.616481854842 190082.47843750002 -102250.70912224265 87122.736416903412 -129719.19583333333 129837.3822998047 62746.6618252841 102181.88987165179 -20033.724342105266 -139176.26078125002 101439.64987909226 -46667.336606297351 7009.4765950520832 -13424.418502987133 -144851.68810763891 18584.512318313955 -131217.25344769022 191358.826171875 -7242.9548998786413 -39413.545677083341 -10315.092279411765 -77587.801914828437 12941.976808076746 -1710.9412858681369 123024.94140625
leaf_weight=4313902 2036 22 22 28 35 62 20 34 33 30 32 22 28 38 20 21 33 24 85 36 43 46 24 103 30 34 51 170 1070 30
leaf_count=4313902 2036 22 22 28 35 62 20 34 33 30 32 22 28 38 20 21 33 24 85 36 43 46 24 103 30 34 51 170 1070 30
internal_value=0 2478 -790.082 129.284 4347.58 51481 24683.2 -1288.57 712.291 -19070.9 -12567.4 5462.36 -13758.4 -31693.9 -58508.6 -29639.4 10929.8 77196.9 -44761.1 -80756 -26445.3 884.033 -1396.39 -45516.9 40499.8 83310.5 3491.31 35014.2 -1821.84 1690.95
internal_weight=0 4262 2226 2204 1807 193 158 1614 138 397 369 265 209 181 104 74 54 56 159 74 105 1580 1494 149 86 56 1345 194 1151 1100
internal_count=4318164 4262 2226 2204 1807 193 158 1614 138 397 369 265 209 181 104 74 54 56 159 74 105 1580 1494 149 86 56 1345 194 1151 1100
is_linear=0
shrinkage=0.1


Tree=1611
num_leaves=31
num_cat=0
split_feature=2 0 3 3 1 5 5 1 3 0 5 0 4 0 1 1 5 5 1 0 1 0 3 1 1 0 6 2 3 1
split_gain=2.52077e+12 3.09767e+13 7.46653e+13 3.58107e+13 1.03514e+14 3.49965e+13 3.21462e+13 3.19351e+13 4.83312e+13 8.11639e+13 5.15945e+13 9.87351e+13 5.63601e+13 3.78087e+13 6.28943e+13 6.86429e+13 4.34244e+13 5.77968e+13 4.34145e+13 4.11721e+13 9.02854e+13 3.96575e+13 5.21427e+13 3.86942e+13 3.44274e+13 3.25838e+13 2.95129e+13 4.41922e+13 3.98738e+13 5.07207e+13
threshold=19.500000000000004 59.896318000000008 22.500000000000004 23.500000000000004 30.332994000000003 39.995000000000012 64.805000000000021 37.777459000000007 23.500000000000004 59.882016200000002 69.610000000000014 59.882016200000002 3.5000000000000004 59.820733200000006 30.332994000000003 30.468306550000005 76.730000000000018 104.75000000000001 30.259484550000003 59.846652800000008 30.305955500000003 55.924336300000007 27.500000000000004 30.451272450000005 82.91993380000001 55.86787755000001 1.5000000000000002 22.500000000000004 22.500000000000004 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 6 4 5 -4 -3 8 10 13 25 12 26 21 18 16 23 -18 -15 20 -20 -10 -23 -16 -9 -2 27 -12 29 -28
right_child=1 2 3 -5 -6 -7 -8 24 9 -11 11 -13 -14 14 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=11.734412998017429 12294.305293173533 -17478.162854835562 4710.9794571750854 -3693.1073383266698 -14963.068774882664 65551.03876691054 -51509.408290268679 -2636.6211099017264 1067.4704288575565 -42500.06796829473 47215.929128705458 147215.94546813966 -35353.61593605324 -1132.1320189158121 25081.823384028532 2209.2467102299902 118369.40244791667 -51625.932958984376 -177359.5738347458 26564.731754557295 15833.204130144817 -19394.759790769138 129357.47263183595 104615.4702681108 4489.3376960310779 -3104.3840611777723 -22719.585870018433 -51065.74891581633 53490.501084989664 48146.156399601066
leaf_weight=4218655 2998 1299 129 12223 521 354 353 40278 24638 429 690 64 162 480 836 980 120 24 59 36 41 1300 24 66 8152 2537 356 49 170 141
leaf_count=4218655 2998 1299 129 12223 521 354 353 40278 24638 429 690 64 162 480 836 980 120 24 59 36 41 1300 24 66 8152 2537 356 49 170 141
internal_value=0 -497.477 -4705.34 -2201.85 15953.2 49301.8 -24750 242.318 2489.17 673.731 9843.4 25468.8 20499.6 1321.25 12718.1 21225.8 39042.4 90036.8 -15263.2 -65137.7 -98150.5 161.456 -16698.3 30901.4 -1437.14 5236.22 26935 40699.3 11684.9 -2614.82
internal_weight=0 99509 14879 13227 1004 483 1652 84630 36200 29033 7167 1632 1568 28604 2642 2026 1046 144 616 136 100 25962 1324 902 48430 5535 1406 739 667 497
internal_count=4318164 99509 14879 13227 1004 483 1652 84630 36200 29033 7167 1632 1568 28604 2642 2026 1046 144 616 136 100 25962 1324 902 48430 5535 1406 739 667 497
is_linear=0
shrinkage=0.1


Tree=1612
num_leaves=31
num_cat=0
split_feature=0 3 1 6 5 5 3 1 6 0 3 3 5 1 1 1 3 3 3 3 1 1 3 5 3 1 3 1 1 5
split_gain=2.63242e+12 3.25466e+13 4.76251e+13 3.83024e+13 3.45784e+13 4.3421e+13 3.62185e+13 3.11426e+13 3.07884e+13 7.75441e+13 1.10938e+14 7.1437e+13 5.16409e+13 4.35913e+13 1.09965e+14 3.777e+13 8.83537e+13 1.67225e+14 1.34464e+14 7.28735e+13 7.13872e+13 1.39821e+14 6.80655e+13 6.16038e+13 4.26182e+13 7.43093e+13 3.52081e+13 2.14347e+14 7.13096e+13 3.40077e+13
threshold=60.042666650000008 24.500000000000004 30.259484550000003 1.5000000000000002 37.75500000000001 37.305000000000007 25.500000000000004 30.362552800000003 1.5000000000000002 60.063729500000008 20.500000000000004 9.5000000000000018 38.010000000000012 30.332994000000003 30.278357500000002 30.207352000000004 15.500000000000002 13.500000000000002 12.500000000000002 5.5000000000000009 30.434657650000002 30.578016350000002 4.5000000000000009 73.995000000000019 14.500000000000002 40.810045900000013 15.500000000000002 30.425002000000003 30.410108300000001 56.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 5 -4 7 -6 9 10 11 13 -13 14 -2 16 17 18 19 22 -17 23 -11 -22 25 -23 28 -28 -14 -30
right_child=1 2 3 -5 6 -7 -8 -9 -10 15 -12 12 26 -15 -16 20 -18 -19 -20 -21 21 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-12.318845730159765 -49424.002089700742 -25223.331094390214 5029.9321003337027 -1223.4493546559902 8310.2999071734048 -32825.766518123848 1399.7065786012215 24904.121412820332 595.27865957909319 -42142.846364182697 22437.649106207871 -4369.758022176451 3055.5367780799616 -17811.57231827921 -208638.41020784201 -20283.419104994598 -59336.10965576172 122030.54925001714 -209498.65405092595 -8600.5732022798984 50124.971864234074 6622.417178711029 108894.14299335632 173600.54710355718 18689.947757784466 -19735.853160955579 -105531.73827142484 -11757.473035992864 -22740.033756367018 -82191.875033039396
leaf_weight=4213281 239 511 2784 5039 1883 340 1741 2832 74933 39 802 2762 902 201 53 1417 112 171 27 312 288 2842 127 47 1093 1715 328 949 227 167
leaf_count=4213281 239 511 2784 5039 1883 340 1741 2832 74933 39 802 2762 902 201 53 1417 112 171 27 312 288 2842 127 47 1093 1715 328 949 227 167
internal_value=0 494.863 4785.34 5834.27 9546.58 909.914 13725.8 18277.2 -228.398 -4393.08 -12432.7 -17231.3 -13865.7 -53651.7 -78322.5 2115.19 22928.6 36558.2 7616.12 19879.9 -100.561 4677.9 73409.5 67448.4 956.112 -3297.36 -24059.1 -35843.6 -12447.5 -47939.2
internal_weight=0 104883 15130 14619 9580 3124 6456 4715 89753 14820 6630 5828 5335 493 292 8190 788 676 505 478 7402 5985 166 335 5650 4557 2573 1277 1296 394
internal_count=4318164 104883 15130 14619 9580 3124 6456 4715 89753 14820 6630 5828 5335 493 292 8190 788 676 505 478 7402 5985 166 335 5650 4557 2573 1277 1296 394
is_linear=0
shrinkage=0.1


Tree=1613
num_leaves=31
num_cat=0
split_feature=5 1 1 4 1 5 5 1 3 3 3 4 5 1 1 5 0 5 5 2 1 0 3 5 0 3 1 0 1 0
split_gain=2.56112e+12 1.49036e+13 2.75473e+13 6.22002e+13 4.87018e+13 4.3238e+13 3.66965e+13 2.73877e+13 5.73092e+13 3.68454e+13 3.54281e+13 2.81621e+13 2.61153e+13 2.45953e+13 4.65772e+13 4.47264e+13 5.02368e+13 2.77146e+13 5.27355e+13 1.54926e+14 1.26128e+14 3.81599e+13 2.71097e+13 2.33594e+13 2.05385e+13 2.02251e+13 2.16486e+13 3.29775e+13 2.95116e+13 4.29161e+13
threshold=39.005000000000003 60.479177250000006 49.323301500000007 4.5000000000000009 49.148175700000003 32.355000000000011 34.605000000000011 49.073956850000009 24.500000000000004 20.500000000000004 11.500000000000002 1.5000000000000002 27.010000000000002 83.006817700000013 83.003542850000017 37.505000000000003 55.017213950000006 37.995000000000012 37.75500000000001 10.500000000000002 82.940215400000014 55.043101600000007 8.5000000000000018 37.005000000000003 55.795550600000006 9.5000000000000018 47.208373000000009 56.501468900000013 43.868031300000006 56.338501050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 23 7 24 -7 25 9 10 11 12 -9 14 17 16 -16 18 -3 -20 -21 -22 -15 -4 -6 26 28 -28 -1 -30
right_child=-2 13 3 -5 5 6 -8 8 -10 -11 -12 -13 -14 22 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-443.93728568194638 -47.619878750299613 749.97181760886008 -2284.1004211338691 139973.53105468751 3053.7470320014136 18186.721026359748 5487.5734136974206 -12555.342912492213 -43605.820658687415 25149.570758268081 -15469.289739709642 -26528.588127923562 1901.8791314454877 1454.2250184277821 2072.8256514066006 -9206.3854141986794 22874.79805968485 4065.3926307450224 8836.2343939493676 1790.6826674952654 -24956.639623325893 -106606.51493332007 -1809.6808337292998 2226.0700340011122 -7731.8062018361961 595.7058583349027 198.53596933155899 8707.3517891091524 -3368.8395736067014 -26182.051217653145
leaf_weight=301977 3123815 227125 88311 31 5216 3166 8090 1505 367 433 2371 438 7359 40302 2007 995 2754 26117 879 231 70 314 69044 13200 2669 344523 17205 6195 20596 859
leaf_count=301977 3123815 227125 88311 31 5216 3166 8090 1505 367 433 2371 438 7359 40302 2007 995 2754 26117 879 231 70 314 69044 13200 2669 344523 17205 6195 20596 859
internal_value=0 124.55 -112.035 -1654.37 104.587 5081.54 9059.49 -30.7636 -4674.95 -3494.74 -4557.27 -1775.9 -552.782 651.988 1180.34 10075.9 14105.7 979.337 626.792 -18099.5 -56598 -91722.4 -606.693 -1697.62 -597.064 53.024 -486.045 2451.19 -698.551 -4282.22
internal_weight=0 1.19435e+06 824511 101542 722969 19141 11256 703828 12473 12106 11673 9302 8864 369838 260492 5756 4761 254736 228619 1494 615 384 109346 101511 7885 691355 346832 23400 323432 21455
internal_count=4318164 1194349 824511 101542 722969 19141 11256 703828 12473 12106 11673 9302 8864 369838 260492 5756 4761 254736 228619 1494 615 384 109346 101511 7885 691355 346832 23400 323432 21455
is_linear=0
shrinkage=0.1


Tree=1614
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 3 5 5 5 5 5 6 3 5 5 1 4 5 5 5 2 5 5 3 1 1 3 2 4 3
split_gain=2.75069e+12 2.36542e+13 4.21957e+13 1.15009e+14 9.11505e+13 8.32534e+13 7.58369e+13 6.70005e+13 9.25699e+13 6.03906e+13 5.47694e+13 4.69739e+13 4.19164e+13 6.26134e+13 3.74602e+13 3.54311e+13 3.42245e+13 3.30649e+13 3.18184e+13 6.72432e+13 3.0177e+13 2.81172e+13 2.77219e+13 3.66454e+13 3.52781e+13 2.58714e+13 2.55922e+13 2.47687e+13 4.15241e+13 2.44438e+13
threshold=54.762542150000009 54.736324100000012 56.022377500000012 50.888703650000004 97.050000000000011 4.5000000000000009 69.015000000000015 96.015000000000015 109.05000000000001 100.05000000000001 47.815000000000005 1.5000000000000002 5.5000000000000009 93.00500000000001 150.04500000000004 83.053286850000021 2.5000000000000004 67.00500000000001 128.92000000000004 114.05000000000001 3.5000000000000004 77.00500000000001 57.705000000000005 6.5000000000000009 55.957851400000003 30.578016350000002 5.5000000000000009 2.5000000000000004 2.5000000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 7 17 25 -9 15 11 -5 13 -8 -6 29 22 -7 19 20 27 -17 -12 -24 -25 -3 -11 28 -14 -4
right_child=-2 2 9 4 14 6 12 8 -10 26 16 -13 18 -15 -16 21 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=74.828532118915959 -51.221320833953762 27635.435062820477 -18145.598235298814 -20225.813157941295 91355.646955633609 -6038.3085693218245 -51431.541930183535 219310.352109375 14287.665433673472 8898.4935191761379 26289.242928743595 12166.498259881642 -150826.41421875 -233444.62129629633 -29622.394679418103 1843.0102277806463 14638.766630441172 72649.041798650564 38912.697265625 -131771.63672991071 -45424.847991273942 30767.267461987714 -34549.596792763157 145030.65845853367 56691.204930652777 -18341.072028849514 -78386.553107119282 60745.819010844978 8003.6682320543523 14909.969639713603
leaf_weight=1243442 3058474 387 1407 552 218 1838 63 40 49 44 613 2369 20 27 29 5490 1080 55 56 70 310 358 38 52 346 179 142 57 93 266
leaf_count=1243442 3058474 387 1407 552 218 1838 63 40 49 44 613 2369 20 27 29 5490 1080 55 56 70 310 358 38 52 346 179 142 57 93 266
internal_value=0 124.363 3915.2 8756.06 17837.1 -6072.08 -14129.9 25777.7 106433 -1449.51 14936 6045.12 -42355.6 -106035 77151.7 -57.4388 27134.4 -3752.09 -32898.2 -40209.8 -26857 3613.68 39999.2 59274.9 68233 13095.2 -57738.5 7001.91 -20107.9 -12889.9
internal_weight=0 1.25969e+06 16248 8541 5297 3244 2589 655 89 7707 5050 2921 696 90 247 7521 2129 1893 606 550 480 5848 1049 436 398 566 186 170 113 1673
internal_count=4318164 1259690 16248 8541 5297 3244 2589 655 89 7707 5050 2921 696 90 247 7521 2129 1893 606 550 480 5848 1049 436 398 566 186 170 113 1673
is_linear=0
shrinkage=0.1


Tree=1615
num_leaves=31
num_cat=0
split_feature=3 2 0 5 1 6 1 4 1 1 1 5 0 0 1 5 0 5 5 1 1 2 0 2 0 5 5 5 1 5
split_gain=2.615e+12 1.59296e+13 3.21124e+13 3.60192e+13 3.42919e+13 3.71203e+13 3.60228e+13 4.4753e+13 3.10747e+13 2.79301e+13 2.51236e+13 2.60864e+13 2.24402e+13 2.87945e+13 3.29922e+13 2.1981e+13 2.14709e+13 2.16849e+13 3.30032e+13 2.10549e+13 3.34405e+13 5.31378e+13 3.53517e+13 2.82847e+13 2.82433e+13 5.21514e+13 1.31704e+14 4.03604e+13 3.20723e+13 2.48576e+13
threshold=10.500000000000002 9.5000000000000018 56.281985950000006 87.395000000000024 82.968597500000016 1.5000000000000002 61.365473900000005 3.5000000000000004 54.845880150000006 56.022377500000012 104.38035940000002 123.15000000000002 55.820531900000013 44.982728700000003 41.950906500000009 97.050000000000011 56.054485600000007 137.05000000000004 96.015000000000015 37.362912300000012 37.712318250000003 11.500000000000002 55.535913550000011 11.500000000000002 55.751981950000008 53.385000000000012 43.605000000000011 71.00500000000001 37.620907050000007 51.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 6 -6 8 -8 12 -10 11 -7 13 14 15 -5 -14 18 -18 -3 21 22 -21 -22 28 26 -26 -27 29 -24
right_child=-2 2 -4 4 5 10 7 -9 9 -11 -12 -13 16 -15 -16 -17 17 -19 -20 20 23 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=103.0284281272926 -99.952887703548882 -12684.29039876155 5032.6090135760842 -208.33602401069976 -43772.679094176739 18228.363777181359 -26216.41604138472 -90804.555936925564 112038.15605996622 1913.8064917392419 -70336.550039062495 119479.66215277778 -109910.4652126736 1368.9120940511029 -12076.461934407553 -112693.21168573944 -55731.524395007618 -116837.30484375 85110.308394949781 -7284.766633084455 -1577.4742897195217 -127505.54872159092 -1117.3561909993491 38677.54152232143 -7330.3796300551476 -65527.344717494423 276748.32456067408 92539.199367559529 155806.82081473214 93766.401772085344
leaf_weight=2609191 1629650 1659 7200 23 119 442 508 136 37 61 30 27 45 665 180 71 41 20 28 158 67355 22 48 175 51 70 24 21 42 65
leaf_count=2609191 1629650 1659 7200 23 119 442 508 136 37 61 30 27 45 665 180 71 41 20 28 158 67355 22 48 175 51 70 24 21 42 65
internal_value=0 60.5867 -1335.46 -1971.18 -13931.5 6413.98 -20859.1 -39856.1 -10411.5 43491.4 18382.3 24057.3 -15334.6 -9871.61 -37152.5 -85170.3 -53616.6 -25153.4 1421.68 -1553.62 -1282.19 24458 31437.6 -1473.16 50497.2 21834.5 83574.8 -29050.4 81194 53461.8
internal_weight=0 2.68851e+06 79323 72123 2433 618 1815 644 1171 98 499 469 1073 939 274 94 134 89 69 69690 68031 501 479 67530 321 166 75 91 155 113
internal_count=4318164 2688514 79323 72123 2433 618 1815 644 1171 98 499 469 1073 939 274 94 134 89 69 69690 68031 501 479 67530 321 166 75 91 155 113
is_linear=0
shrinkage=0.1


Tree=1616
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 0 0 0 0 3 0 5 5 5 3 5 3 3 3 0 0 0 6 2 0 4 5 5 0 0
split_gain=2.61153e+12 5.77552e+13 7.96368e+13 2.23104e+14 1.22999e+14 1.08497e+14 1.04056e+14 1.37154e+14 1.98973e+14 1.84666e+14 1.28637e+14 1.023e+14 9.514e+13 9.39722e+13 9.02199e+13 7.90748e+13 7.69622e+13 7.27212e+13 7.06709e+13 1.07071e+14 2.71353e+14 3.65276e+14 1.12475e+14 1.04125e+14 8.09202e+13 7.31918e+13 6.7159e+13 9.87793e+13 6.34341e+13 7.48928e+13
threshold=37.457850350000008 37.436176200000013 60.005000000000003 55.664473600000008 55.628356700000005 55.674875350000008 55.708120100000009 55.806974650000008 55.826364100000013 21.500000000000004 55.87722990000001 95.020000000000024 68.52500000000002 69.015000000000015 29.500000000000004 110.05000000000001 16.500000000000004 7.5000000000000009 15.500000000000002 56.197733450000008 55.820531900000013 55.784980300000008 1.5000000000000002 2.5000000000000004 55.899899800000007 2.5000000000000004 72.705000000000013 75.015000000000015 55.87722990000001 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 13 16 11 12 9 -9 17 -7 -8 -4 18 -12 -5 -10 24 20 21 -20 -22 -23 25 28 -14 -28 29 -3
right_child=-2 2 3 5 -6 6 7 8 10 -11 15 -13 26 -15 -16 -17 -18 -19 19 -21 22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=30.86265228633658 -34.311893228566966 3815.0859628825151 25085.586619910988 -27457.838074218751 -198439.74213709679 -115803.16660657054 17651.961117951767 117001.2705357143 27798.697869318185 -235341.44839920342 17105.692515615086 128359.10745738636 214026.61292613638 -11783.954733019616 128314.53052455357 170061.86498883928 167249.60966463445 139900.43731046599 -4986.6563856211833 22905.709249342533 -69026.382653417924 -59596.504119318182 -14977.153096768878 172883.74461315526 47301.684883341215 -32232.074730161636 -24349.397035590278 155206.9427693685 -26726.408995354108 29398.768529878365
leaf_weight=685966 3614531 4685 1094 25 31 78 92 21 88 51 985 22 77 1878 56 35 108 169 2347 912 953 22 646 155 471 504 45 96 507 1514
leaf_count=685966 3614531 4685 1094 25 31 78 92 21 88 51 985 22 77 1878 56 35 108 169 2347 912 953 22 646 155 471 504 45 96 507 1514
internal_value=0 176.259 5821.63 16666.6 -279.143 43563 36978.3 42949.7 29166.3 -132575 38285.6 -62087.5 102930 1787.81 1665.18 22354.2 130650 101515 1107.43 -8100.34 -14958.8 5460.45 -47190.4 143988 7143.24 4519.86 138918 97901.7 7282 10063.5
internal_weight=0 703633 17667 4895 3003 1892 1759 1659 1349 72 1277 100 310 2972 12772 1020 133 257 12716 5035 4123 2524 1599 177 7681 7210 218 141 6706 6199
internal_count=4318164 703633 17667 4895 3003 1892 1759 1659 1349 72 1277 100 310 2972 12772 1020 133 257 12716 5035 4123 2524 1599 177 7681 7210 218 141 6706 6199
is_linear=0
shrinkage=0.1


Tree=1617
num_leaves=31
num_cat=0
split_feature=0 0 5 0 1 5 1 5 3 3 3 5 5 5 2 3 3 1 6 1 1 2 5 5 0 1 3 2 3 5
split_gain=2.51262e+12 2.5363e+13 3.46256e+13 3.03218e+13 3.94254e+13 4.40919e+13 3.88465e+13 2.99506e+13 2.90617e+13 3.40796e+13 2.91204e+13 2.8111e+13 4.52147e+13 3.3986e+13 3.31614e+13 3.49229e+13 2.72288e+13 3.13147e+13 2.82727e+13 3.98556e+13 5.25286e+13 2.93589e+13 2.68257e+13 2.55546e+13 2.46897e+13 4.63541e+13 3.81619e+13 3.49003e+13 5.68476e+13 8.15158e+13
threshold=50.973130900000008 51.636650050000007 66.50500000000001 51.67657710000001 39.262370300000008 41.005000000000003 39.143775600000005 177.02500000000003 16.500000000000004 10.500000000000002 2.5000000000000004 137.05000000000004 118.33500000000002 150.04500000000004 4.5000000000000009 14.500000000000002 5.5000000000000009 37.914142000000005 1.5000000000000002 45.148007750000012 39.080602550000002 5.5000000000000009 125.85000000000001 67.990000000000023 50.565831500000009 37.098288800000006 16.500000000000004 11.500000000000002 14.500000000000002 44.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 8 4 5 -3 -7 11 9 10 -2 12 -8 -13 -14 -16 -4 22 -19 20 -20 -21 -18 -6 -1 27 -27 -26 29 -29
right_child=1 3 16 -5 23 6 7 -9 -10 -11 -12 13 14 -15 15 -17 17 18 19 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=77.276058938269031 14870.150937255208 -3130.5019259990677 1340.894164107757 -31.969854693409282 -7520.8793886620106 -13141.85580255893 9986.1930940361563 108579.03931451612 7031.7458655162736 -16301.04750390132 -2355.8773558747521 -133460.6851171875 5944.9983855148848 14692.3412109375 228811.03192934781 50446.714062500003 -21918.049137966136 -17547.224068993502 12338.626122142652 -3975.9828486194347 -41636.089599609375 43603.716219305847 -82360.754093952928 -50139.332015172447 6714.3972827404596 -25241.043485535818 27985.137205657957 89678.797646484381 1656.2384403337351 -62006.72272019909
leaf_weight=825780 1031 4220 1586 3426285 990 749 10313 31 3621 1684 20381 30 29 32 23 21 1583 1281 405 219 325 318 77 164 14535 852 160 40 1089 310
leaf_count=825780 1031 4220 1586 3426285 990 749 10313 31 3621 1684 20381 30 29 32 23 21 1583 1281 405 219 325 318 77 164 14535 852 160 40 1089 310
internal_value=0 -37.5634 -2817.56 -11.312 4252.01 5583.92 8859.2 10431.8 -1297.79 -2603.7 -1526.43 10140.5 10541.3 -56994.6 88964.9 143683 -9825.46 -14034.1 -7071.17 3520.64 -11691.2 24199.7 -24721.7 -13577.6 154.904 3928.81 -16825.8 5243.68 -9611.74 -44671.2
internal_weight=0 3.4754e+06 32511 3.44289e+06 16602 15448 11228 10479 26717 23096 21412 10448 10386 62 73 44 5794 4208 2548 1267 730 537 1660 1154 842766 16986 1012 15974 1439 350
internal_count=4318164 3475398 32511 3442887 16602 15448 11228 10479 26717 23096 21412 10448 10386 62 73 44 5794 4208 2548 1267 730 537 1660 1154 842766 16986 1012 15974 1439 350
is_linear=0
shrinkage=0.1


Tree=1618
num_leaves=31
num_cat=0
split_feature=3 0 5 0 1 3 1 2 2 1 6 1 5 6 0 3 6 1 1 5 5 1 1 3 5 5 0 3 1 5
split_gain=2.61383e+12 2.51753e+13 3.50272e+13 5.571e+13 3.89468e+13 3.56819e+13 1.34725e+14 5.09558e+13 4.30393e+13 4.08897e+13 6.05736e+13 3.46352e+13 3.192e+13 3.08808e+13 3.04787e+13 1.2422e+14 8.62237e+13 8.29997e+13 2.06305e+14 8.86042e+13 7.51724e+13 7.48021e+13 1.16558e+14 5.52086e+13 5.31483e+13 5.02626e+13 4.8431e+13 2.31076e+14 1.79767e+14 8.78923e+13
threshold=19.500000000000004 60.035045000000004 44.605000000000011 60.063729500000008 30.278357500000002 20.500000000000004 30.332994000000003 9.5000000000000018 3.5000000000000004 30.323743050000001 1.5000000000000002 30.305955500000003 105.35000000000001 1.5000000000000002 60.017447350000005 25.500000000000004 1.5000000000000002 30.259484550000003 30.278357500000002 58.995000000000012 98.020000000000024 30.434657650000002 30.332994000000003 24.500000000000004 55.990000000000002 86.02500000000002 60.003414000000006 20.500000000000004 30.410108300000001 73.995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 -3 5 12 6 7 -4 -7 10 -9 -6 13 -5 26 16 25 20 19 -19 -18 22 -20 -21 -24 -16 -2 -28 29 -29
right_child=1 2 3 4 11 8 -8 9 -10 -11 -12 -13 -14 -15 15 -17 17 18 21 23 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=28.396459944395463 -352.41374244937833 -449.32892746615136 18724.51525281541 -44753.519016268423 80450.306610576925 27245.730387960637 -42139.529573291846 93234.103000033108 6064.6608269824119 204903.05567157455 -38450.114062500004 -2044.6572949693355 -149086.04232954545 9678.5575158691408 -11765.032704641431 54440.449460843942 -1825.3096277478571 43264.740609741217 498.87339146500926 357999.95805288461 -69917.313210628534 -23079.266027706188 44230.785429237279 153839.03916377315 121229.541785027 -46975.212980934426 -43108.555082238039 26740.615324776445 -19894.329617673167 75514.285821177284
leaf_weight=3810546 464913 15663 188 299 52 1095 177 236 7743 26 41 2392 22 160 6590 334 1930 32 590 26 177 388 263 27 136 432 647 1829 747 463
leaf_count=3810546 464913 15663 188 299 52 1095 177 236 7743 26 41 2392 22 160 6590 334 1930 32 590 26 177 388 263 27 136 432 647 1829 747 463
internal_value=0 -213.164 2696.33 6659.84 -5408.56 10373.3 32658.4 59622.2 8688.93 84997.6 73742.9 -289.445 -31419.2 -25779.4 -383.623 -5604.97 -7498.58 5157.58 23464.9 174660 -7545.43 14131.8 28730.3 253993 70476 -13931.2 -261.892 11155.6 22708.3 36593.2
internal_weight=0 507618 28094 12431 2925 9506 668 491 8838 303 277 2444 481 459 479524 10925 10591 3569 1462 85 2107 1377 989 53 399 7022 468599 3686 3039 2292
internal_count=4318164 507618 28094 12431 2925 9506 668 491 8838 303 277 2444 481 459 479524 10925 10591 3569 1462 85 2107 1377 989 53 399 7022 468599 3686 3039 2292
is_linear=0
shrinkage=0.1


Tree=1619
num_leaves=31
num_cat=0
split_feature=0 2 5 3 1 5 0 5 2 3 5 3 5 4 2 4 1 3 3 5 5 1 1 5 5 5 5 1 1 0
split_gain=2.42788e+12 1.67416e+13 3.86541e+13 5.48212e+13 5.20333e+13 5.31984e+13 1.98966e+13 2.97887e+13 1.95726e+13 2.03642e+13 4.05526e+13 5.46476e+13 5.52492e+13 2.53693e+13 1.94409e+13 5.06954e+13 3.1177e+13 6.89714e+13 5.21881e+13 5.51117e+13 5.20418e+13 4.92785e+13 5.37342e+13 3.63001e+13 3.48294e+13 3.03595e+13 4.79394e+13 4.80777e+13 4.23566e+13 5.66412e+13
threshold=44.580511600000001 19.500000000000004 110.05000000000001 23.500000000000004 39.718803500000007 66.990000000000023 43.592450450000008 51.815000000000005 17.500000000000004 19.500000000000004 68.00500000000001 22.500000000000004 101.05000000000001 2.5000000000000004 11.500000000000002 4.5000000000000009 39.925119750000007 11.500000000000002 14.500000000000002 84.030000000000015 80.815000000000012 38.058342000000003 39.071052600000009 79.730000000000018 32.475000000000001 78.710000000000022 95.020000000000024 39.718803500000007 39.787929450000007 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -5 -6 7 -3 14 13 -11 12 -12 -10 -1 16 17 -16 25 20 21 -20 -23 24 -24 28 27 -27 29 -19
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-584.83050742121304 14.099769970486648 26276.361914062501 -69305.485071443254 148018.77291666667 6900.0718492040096 -167316.20342261906 16939.548214285714 171989.59702460107 -24081.189434523811 -1791.5862137753738 -230299.43004464285 -50.953850446428575 -37854.121634615389 84152.631960227271 -155295.71640624999 -123064.91640625001 -5392.614808244336 107891.7575494026 114352.02796052632 37491.145092516446 -104928.48863031916 -140752.57329101564 49001.968700781254 80581.011063058046 -6208.7779477410568 52352.214062500003 69923.77996715199 -137089.42377533784 -19316.40510354238 33489.002468171471
leaf_weight=142836 4170694 20 38 21 106 21 21 47 63 117 35 42 26 33 24 30 1290 170 38 475 47 27 125 56 1330 21 44 37 73 257
leaf_count=142836 4170694 20 38 21 106 21 21 47 63 117 35 42 26 33 24 30 1290 170 38 475 47 27 125 56 1330 21 44 37 73 257
internal_value=0 -398.765 24296.8 39368.3 2203.79 -21907.3 101872 128493 -444.735 -25305.4 -42074.7 -87833.3 -148274 13124.2 -391.249 6446.15 7414.09 13478.9 14979.2 7531.85 -1236.27 1856.07 -923.414 1575.19 -1465.59 40933.4 -8786.92 -68498.5 51076.3 63110.7
internal_weight=0 147470 274 236 148 127 88 67 147196 316 220 103 61 96 146880 4044 4014 2724 2700 2098 1623 1576 1538 1511 1455 602 102 58 500 427
internal_count=4318164 147470 274 236 148 127 88 67 147196 316 220 103 61 96 146880 4044 4014 2724 2700 2098 1623 1576 1538 1511 1455 602 102 58 500 427
is_linear=0
shrinkage=0.1


Tree=1620
num_leaves=31
num_cat=0
split_feature=0 3 2 5 5 5 0 3 3 5 3 5 3 0 1 5 5 5 5 5 1 1 1 5 0 1 6 5 2 0
split_gain=2.41228e+12 1.4261e+13 3.47976e+13 3.04569e+13 4.01953e+13 2.55e+13 3.28919e+13 5.48357e+13 4.02957e+13 3.78066e+13 3.17541e+13 8.28491e+13 6.13735e+13 4.16212e+13 3.29552e+13 3.20763e+13 4.47874e+13 2.53763e+13 2.39695e+13 3.02372e+13 2.83026e+13 2.36366e+13 2.93978e+13 7.99375e+13 2.26475e+13 2.76908e+13 2.90773e+13 2.71392e+13 4.65646e+13 3.45551e+13
threshold=45.087005000000012 16.500000000000004 4.5000000000000009 116.06000000000002 150.04500000000004 46.405000000000008 44.039893800000009 22.500000000000004 19.500000000000004 64.805000000000021 18.500000000000004 67.990000000000023 20.500000000000004 43.592450450000008 39.753614400000011 54.990000000000002 69.610000000000014 53.005000000000003 118.33500000000002 120.05000000000001 38.996948700000011 39.863684800000009 43.048525950000005 57.995000000000012 45.067452850000002 39.110397700000007 1.5000000000000002 62.015000000000008 2.5000000000000004 45.063245200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 18 -3 7 10 24 -9 14 12 -12 -13 15 -7 -17 -10 -5 20 -20 -16 23 -23 25 26 -8 -28 -29 -30
right_child=-2 2 -4 4 -6 6 8 9 17 -11 11 13 -14 -15 21 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-65.293453719526141 -27.724052419421032 1907.3465380109294 464.24996227100468 -140124.01090029764 92644.588461538471 9170.3190459280304 1879.0309764797407 189437.73201941291 19208.582063745962 56944.809299395165 -138627.57078450519 17667.081590544873 23791.106830797697 168259.95442708334 -88624.030527343755 206287.14986607144 36605.33766741072 -3732.2572599022069 -39413.579452659971 -45075.678372207127 119552.35625000001 -29035.632638888888 -20716.398538773152 227755.51250000001 1077.0611521382107 -4722.2610273954879 13405.528790847151 13128.862928352031 43816.598182192887 118474.50491305679
leaf_weight=414283 3795889 7744 91550 21 26 33 590 33 580 62 60 78 38 24 20 35 28 2859 21 207 24 27 54 22 974 453 947 585 830 67
leaf_count=414283 3795889 7744 91550 21 26 33 590 33 580 62 60 78 38 24 20 35 28 2859 21 207 24 27 54 22 974 453 947 585 830 67
internal_value=0 201.498 1224.97 5460.73 -26163.7 6046.48 9862.81 34373.2 8265.05 102969 18820.5 -9986.6 -75648.9 53100.7 45128.4 89037.7 130873 136.8 -37478.7 -28925 45368.3 10857.7 30174.5 86258.4 14552.3 18332.5 21791.9 26628.6 35078.2 49393.1
internal_weight=0 522275 107992 16442 299 16143 8399 514 7885 95 419 200 98 102 219 96 63 3439 273 252 45 123 103 49 4446 3472 3019 2429 1482 897
internal_count=4318164 522275 107992 16442 299 16143 8399 514 7885 95 419 200 98 102 219 96 63 3439 273 252 45 123 103 49 4446 3472 3019 2429 1482 897
is_linear=0
shrinkage=0.1


Tree=1621
num_leaves=31
num_cat=0
split_feature=5 5 1 0 3 0 1 1 6 3 5 5 1 1 1 3 2 2 6 3 5 2 3 6 1 1 1 1 1 3
split_gain=2.46233e+12 1.35167e+13 3.34248e+13 3.95733e+13 3.65439e+13 2.22424e+13 2.47955e+13 4.90768e+13 9.1831e+13 3.73015e+13 3.90039e+13 4.21479e+13 2.39265e+13 2.93951e+13 2.05605e+13 2.00755e+13 1.93147e+13 2.11184e+13 2.00915e+13 2.01495e+13 2.30448e+13 1.92618e+13 1.90863e+13 1.85591e+13 2.5164e+13 1.83756e+13 4.22665e+13 2.31078e+13 2.27513e+13 5.85956e+13
threshold=42.005000000000003 43.205000000000005 38.058342000000003 59.939091550000008 13.500000000000002 59.896318000000008 37.475443250000005 37.487839250000007 1.5000000000000002 17.500000000000004 42.405000000000008 43.005000000000003 30.315880100000005 30.323743050000001 82.784560750000011 23.500000000000004 2.5000000000000004 4.5000000000000009 1.5000000000000002 8.5000000000000018 42.205000000000005 4.5000000000000009 12.500000000000002 1.5000000000000002 30.323743050000001 30.243224600000001 30.278357500000002 30.305955500000003 30.259484550000003 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 14 6 -2 8 9 10 -8 -12 16 -14 -4 21 -7 -18 19 -19 -21 -15 -22 24 -5 -25 28 -28 -27 -30
right_child=1 -3 4 23 -6 12 7 -9 -10 -11 11 -13 13 15 -16 -17 17 18 -20 20 22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=98.381518976937969 -655.91086485379276 -7.8057219711935319 -1961.483769379719 -29546.953599275865 -5282.1152646025266 -38343.479671519883 26731.59094172297 4401.2674668745558 -3063.1545979275179 2851.1789062500002 188954.42262414386 55478.093102678577 135147.80762532551 6540.6368472771901 1651.5797262548458 -35481.682533735795 42626.275865173346 85316.363230846779 -46046.107071200291 -89042.334660456734 -49634.82955025338 39437.754735967581 32937.183955502718 13453.231364134155 -3438.9750217819728 -14416.3957966292 42701.047955916416 -3939.5111283071965 9622.8983398437504 -121228.52797851563
leaf_weight=1600872 12964 2586493 51037 728 24819 110 37 13189 225 37 73 35 24 285 22780 55 128 31 88 26 37 474 115 577 749 147 113 1772 56 88
leaf_count=1600872 12964 2586493 51037 728 24819 110 37 13189 225 37 73 35 24 285 22780 55 128 31 88 26 37 474 115 577 749 147 113 1772 56 88
internal_value=0 -57.9607 -1049.75 1749.69 -1962.59 3114.7 2473.11 5456.68 39657.9 92472.4 115341 145698 15525.8 26073.5 -846.489 22857.6 -995.669 8670.82 -5963.18 10913.8 -2043.89 27085.1 12837.4 -7264.18 -16307.4 -2412.47 -6619.5 -1143.55 -42090.9 -70341.9
internal_weight=0 2.71729e+06 130799 32163 98636 27933 26560 13596 407 182 145 108 1373 838 73817 814 535 425 297 209 178 759 152 4230 1477 2753 2176 1885 291 144
internal_count=4318164 2717292 130799 32163 98636 27933 26560 13596 407 182 145 108 1373 838 73817 814 535 425 297 209 178 759 152 4230 1477 2753 2176 1885 291 144
is_linear=0
shrinkage=0.1


Tree=1622
num_leaves=31
num_cat=0
split_feature=0 0 3 3 5 1 3 1 1 0 3 1 1 3 0 1 0 5 1 0 1 3 1 5 5 5 1 1 1 6
split_gain=2.49262e+12 1.96833e+13 9.50632e+13 4.77487e+13 3.48678e+13 5.0947e+13 8.1679e+13 8.33247e+13 7.63595e+13 7.64037e+13 1.04657e+14 5.85012e+13 4.74743e+13 7.53392e+13 4.70139e+13 4.58657e+13 4.44215e+13 4.5048e+13 3.76922e+13 2.8218e+14 6.94142e+13 6.74337e+13 1.17499e+14 5.74281e+13 5.38992e+13 4.87594e+13 4.96817e+13 4.44038e+13 4.41481e+13 4.17786e+13
threshold=56.758269450000007 56.338501050000012 25.500000000000004 30.500000000000004 35.505000000000003 37.533784800000006 6.5000000000000009 36.761894450000007 38.151577750000008 56.501468900000013 16.500000000000004 37.542000650000013 37.615058950000012 4.5000000000000009 56.367862600000002 37.342273500000012 56.367862600000002 82.00500000000001 44.005491150000005 56.367862600000002 43.868031300000006 7.5000000000000009 47.981192400000005 86.810000000000016 118.33500000000002 94.040000000000006 83.761389800000003 49.964253350000007 53.664171200000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 14 -8 9 10 12 16 13 -7 -6 -16 17 -12 20 23 -10 22 -21 -20 -23 27 -27 -24 -26 -22
right_child=-2 2 3 -5 5 8 7 -9 18 -11 11 -13 -14 -15 15 -17 -18 -19 19 21 29 24 25 -25 28 26 -28 -29 -30 -31
leaf_value=-2.1111665622971931 146.11052015804495 2447.5927752336556 148672.96562500001 8972.0401684570315 11898.96681851675 59926.260389118805 -24872.046978894545 30892.008366127709 -2613.9902817602497 -49481.508173859678 -52155.140349133922 8127.4785705253416 -23993.740652866138 155.28565719528686 -4765.6169617351197 -42502.049469934755 35863.124601715688 -140015.21911170374 -48079.859193182376 9855.5030655035989 -4141.6642397446094 -6748.1437646210461 -37969.066631517919 -157640.18104687502 -99096.263764003539 -76903.59199672965 38156.502229817706 -3253.6308663015766 51103.429557291674 18877.812483712107
leaf_weight=3318930 919083 16102 63 40 1103 248 317 1732 10166 619 571 195 587 1409 1217 438 51 65 1109 8888 1069 18259 380 50 106 172 48 12119 24 3004
leaf_count=3318930 919083 16102 63 40 1103 248 317 1732 10166 619 571 195 587 1409 1217 438 51 65 1109 8888 1069 18259 380 50 106 172 48 12119 24 3004
internal_value=0 -39.5071 -1588.01 94420.2 -1711.55 -2758.85 7141.55 22264.8 -3563.58 -17383.3 -11027.4 -40212.8 443.932 9101.09 -4093.94 -14752.7 -53933.9 -61134.6 -2629.28 -4163.62 1805.44 -2754.06 1033.96 -52806.4 -7204.96 -5130.51 -51799.6 -4309.06 -71367.1 12836.1
internal_weight=0 3.39908e+06 80151 103 80048 63946 4807 2049 59139 3745 3126 882 2244 1657 2758 1655 687 636 55394 41155 14239 39996 21607 1159 18389 12719 220 12499 130 4073
internal_count=4318164 3399081 80151 103 80048 63946 4807 2049 59139 3745 3126 882 2244 1657 2758 1655 687 636 55394 41155 14239 39996 21607 1159 18389 12719 220 12499 130 4073
is_linear=0
shrinkage=0.1


Tree=1623
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 3 0 0 2 6 5 5 4 3 3 4 5 4 5 1 0 0 0 0 5 5 4 5 4 3
split_gain=2.59693e+12 1.55638e+13 4.61797e+13 3.33291e+13 2.85613e+13 2.93161e+13 3.00148e+13 2.79175e+13 2.67024e+13 2.64e+13 2.11096e+13 2.02173e+13 3.19358e+13 2.87389e+13 3.77696e+13 3.71972e+13 3.10163e+13 2.44643e+13 7.81162e+13 1.94948e+13 9.25204e+13 2.84776e+13 8.90649e+13 2.72117e+13 2.20888e+13 1.93821e+13 1.92491e+13 2.9176e+13 1.94911e+13 1.90688e+13
threshold=43.574807850000006 42.09605220000001 44.226894250000008 1.5000000000000002 38.455000000000005 11.500000000000002 45.112033650000008 43.465905150000005 5.5000000000000009 1.5000000000000002 142.05000000000004 42.605000000000011 1.5000000000000002 8.5000000000000018 5.5000000000000009 2.5000000000000004 161.85000000000002 4.5000000000000009 137.05000000000004 43.048525950000005 55.349623500000007 55.043101600000007 54.920670650000005 48.713222300000005 64.805000000000021 71.715000000000018 3.5000000000000004 85.91500000000002 2.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 8 9 -3 19 -9 29 14 16 -15 -14 18 26 20 23 22 -21 -8 -24 -10 27 -16 -29 -13
right_child=-2 2 3 4 5 -7 10 11 25 -11 -12 12 13 15 17 -17 -18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-43.895742047271796 76.980595790514883 68471.8186607143 20855.149045137703 -449.16544459006366 -42666.500130546141 -42803.258992744901 -11414.169209650565 -3597.846556130778 -46539.494769021745 -23352.711649289118 -80111.847713414638 1037.9685734165737 1520.5856138139188 4074.6092161409151 11754.307271392689 -16468.87726909354 83890.574872622281 -86743.369940476201 204718.38551290764 -18043.568098932083 -46147.157457549147 -5737.2156442181958 72969.46529267724 9819.8653481049969 177438.02890625002 -162483.67017299109 -50395.304964192706 -5177.1003678385423 57812.946245459527 24232.758515085417
leaf_weight=2109152 2174987 35 429 4080 265 272 2536 5683 46 297 41 525 7360 1820 916 1709 46 21 23 155 709 4687 67 792 29 21 39 60 271 1091
leaf_count=2109152 2174987 35 429 4080 265 272 2536 5683 46 297 41 525 7360 1820 916 1709 46 21 23 155 709 4687 67 792 29 21 39 60 271 1091
internal_value=0 -78.1232 -2199.82 -6589.33 -7452.95 -10444.2 -9495.85 892.159 -25293.8 -13672.4 -8520.89 1426.21 3483.1 1742.04 4818.64 -5874.05 2032.2 20334.7 22052.5 -8193.85 -13348.4 -3979.84 28836.3 -6360.88 104528 -82880.2 18785.5 20949.2 46394.8 16697.3
internal_weight=0 2.14318e+06 34025 14062 13633 9553 9281 19963 399 332 9016 19564 13881 12265 8736 3529 7406 1330 1309 8975 4037 4938 251 3328 96 67 1286 1247 331 1616
internal_count=4318164 2143177 34025 14062 13633 9553 9281 19963 399 332 9016 19564 13881 12265 8736 3529 7406 1330 1309 8975 4037 4938 251 3328 96 67 1286 1247 331 1616
is_linear=0
shrinkage=0.1


Tree=1624
num_leaves=31
num_cat=0
split_feature=3 1 5 0 5 5 0 2 1 5 0 5 1 0 0 5 1 0 5 1 5 4 1 3 5 5 0 5 0 0
split_gain=2.68397e+12 6.93321e+12 1.07307e+13 1.16765e+13 1.12921e+13 1.40042e+13 1.48066e+13 1.37946e+13 1.01668e+13 1.44694e+13 1.17602e+13 8.73115e+12 8.92403e+12 8.64002e+12 9.85582e+12 7.97833e+12 7.73498e+12 8.11031e+12 7.46477e+12 7.45734e+12 6.47786e+12 6.36805e+12 2.76237e+13 3.36085e+13 2.27309e+13 1.80575e+13 6.32726e+12 6.2539e+12 1.04052e+13 6.04891e+12
threshold=2.5000000000000004 104.38035940000002 68.00500000000001 53.719078300000007 177.02500000000003 123.15000000000002 61.785186750000001 1.5000000000000002 92.896330950000007 86.810000000000016 51.636650050000007 67.520000000000024 103.85249100000001 53.973051950000006 56.782419000000012 74.610000000000014 114.17164950000002 60.693675950000006 70.50500000000001 91.398302750000013 83.010000000000005 8.5000000000000018 39.753614400000011 6.5000000000000009 69.610000000000014 97.050000000000011 51.636650050000007 42.205000000000005 56.054485600000007 47.236539400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 26 5 6 13 15 19 10 -10 27 18 20 -15 -8 -5 -18 -13 29 -4 -2 23 -23 -25 -24 -3 -12 -29 -1
right_child=21 2 4 16 -6 -7 7 -9 9 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-660.40687686036176 -13.611292286148625 972.85191498855056 17368.243289831913 17924.787231556791 -56278.897156250001 85525.760999999999 -24108.213945312502 22862.542976262019 -57237.837925983302 48374.300958833242 1433.0569706972524 2232.8917610012754 9323.2735698283213 97310.994531250006 23917.758776379873 -111376.09119318181 15098.416939102564 -7888.5405230602846 -47214.055471161264 -9581.2358361031565 -15239.805021528764 164471.2706521739 21243.996484375002 -47694.583624999999 95336.228203125007 -87601.169155092604 -15425.963640604885 20301.565857186226 -3307.3627769224108 1018.2758241563165
leaf_weight=29686 4204977 290 198 219 25 25 20 26 29 84 582 49 119 24 77 22 195 721 81 731 88 23 35 25 20 27 1247 755 248 77516
leaf_count=29686 4204977 290 198 219 25 25 20 26 29 84 582 49 119 24 77 22 195 721 81 731 88 23 35 25 20 27 1247 755 248 77516
internal_value=0 480.816 -4124.6 -6651.19 9243.76 12656.4 8652.59 -34382.5 613.975 7775.85 5945.33 6944.4 -10463.7 16214.3 41357.7 -69820 1041.48 -2995.03 -28576.4 484.782 7335 -12.9271 22119.3 66135.3 15874.7 -26156.3 -12331.8 9679.18 14464.1 553.421
internal_weight=0 113057 3177 2672 505 480 455 68 109880 1947 1863 1834 249 387 101 42 1135 916 130 107933 286 4.20511e+06 130 68 45 62 1537 1585 1003 107202
internal_count=4318164 113057 3177 2672 505 480 455 68 109880 1947 1863 1834 249 387 101 42 1135 916 130 107933 286 4205107 130 68 45 62 1537 1585 1003 107202
is_linear=0
shrinkage=0.1


Tree=1625
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 0 3 6 5 3 0 3 5 5 4 1 5 3 0 5 5 0 3 0 5 3 5 6 0 5
split_gain=2.46665e+12 1.55763e+13 2.76302e+13 7.12807e+13 3.34663e+13 5.79164e+13 4.82285e+13 3.02551e+13 3.36837e+13 2.948e+13 3.18783e+13 3.78728e+13 6.74426e+13 6.88727e+13 3.28131e+13 3.56907e+13 2.87441e+13 2.49461e+13 6.46136e+13 3.36735e+13 2.88663e+13 2.84189e+13 6.0823e+13 3.74572e+13 3.97671e+13 4.89227e+13 4.60064e+13 3.51779e+13 8.60715e+13 3.99729e+13
threshold=82.981501350000016 83.003542850000017 18.500000000000004 55.078308950000007 55.061033200000004 55.034903650000011 6.5000000000000009 1.5000000000000002 33.805000000000007 17.500000000000004 55.039751500000008 9.5000000000000018 78.010000000000005 70.50500000000001 2.5000000000000004 83.002084650000015 73.995000000000019 12.500000000000002 55.02863030000001 49.995000000000012 91.050000000000011 54.934662400000008 9.5000000000000018 54.864040150000001 42.205000000000005 5.5000000000000009 103.45000000000002 1.5000000000000002 55.014086100000007 63.855000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 17 16 -4 -9 10 -7 -12 13 14 -13 -16 -6 18 21 -20 -19 22 23 -2 -25 -26 -27 28 -23 -29
right_child=1 -3 3 -5 6 9 -8 8 -10 -11 11 12 -14 -15 15 -17 -18 20 19 -21 -22 27 -24 24 25 26 -28 29 -30 -31
leaf_value=29.770552942625244 -17733.554247021177 100.63839025453569 -8227.0766998780127 40559.846844892541 1282.4771627483233 17786.11304975551 -63364.038791277111 -19465.512230916218 -66076.489906819668 42422.917625651047 -4453.5846357555638 17197.607944725311 46068.608464063858 -22364.683950095667 2719.8092247325453 -58270.877222942479 -27577.631753767782 -6548.523553279123 18343.174985039503 94932.067151724943 -35927.946180721214 3596.8081084953442 26573.019612590506 -7173.6316135968827 22403.298555793299 -577.78208794453428 -102893.27120414402 -2717.3351589847493 -3631.0435003847824 -13073.974200308503
leaf_weight=3738169 903 439854 2059 253 969 1807 183 646 204 225 3623 2394 450 735 555 116 536 2244 133 101 393 32744 1108 1757 1721 985 46 46035 33161 4055
leaf_count=3738169 903 439854 2059 253 969 1807 183 646 204 225 3623 2394 450 735 555 116 536 2244 133 101 393 32744 1108 1757 1721 985 46 46035 33161 4055
internal_value=0 -191.876 -1109.98 -10351.8 -896.643 -722.05 -14890.1 -14779.6 -30652.1 6639.4 5807.66 3058.38 9462.11 5127.13 11719.8 -7824.04 -8995.94 -1303.58 -1096.84 51400.8 -10927 -1197.11 5226.89 856.689 4579.69 12083.5 -5142.78 -1558.19 -39.984 -3555.75
internal_weight=0 579995 140141 3162 136979 135291 1688 2909 850 9905 9680 7873 4250 3800 3065 671 1505 125386 122749 234 2637 122515 6520 5412 4509 2752 1031 115995 65905 50090
internal_count=4318164 579995 140141 3162 136979 135291 1688 2909 850 9905 9680 7873 4250 3800 3065 671 1505 125386 122749 234 2637 122515 6520 5412 4509 2752 1031 115995 65905 50090
is_linear=0
shrinkage=0.1


Tree=1626
num_leaves=31
num_cat=0
split_feature=3 5 4 6 5 0 4 1 3 0 0 5 5 0 0 5 5 1 3 0 0 0 0 1 0 1 1 1 1 0
split_gain=2.50289e+12 1.66958e+13 3.02936e+13 4.95046e+13 6.41308e+13 7.54648e+13 7.10101e+13 7.65778e+13 4.88364e+13 4.73971e+13 4.62674e+13 4.51693e+13 4.74286e+13 7.87393e+13 1.00557e+14 9.08195e+13 1.62189e+14 1.69558e+14 1.48516e+14 1.07639e+14 9.71985e+13 7.79713e+13 6.31727e+13 5.35989e+13 4.83767e+13 4.19511e+13 4.08513e+13 7.50747e+13 6.22216e+13 2.35081e+14
threshold=10.500000000000002 39.355000000000011 1.5000000000000002 1.5000000000000002 48.945000000000007 45.040161900000008 1.0000000180025095e-35 65.610478850000007 17.500000000000004 60.035045000000004 59.834458500000004 93.00500000000001 53.705000000000005 59.950068600000009 60.017447350000005 59.025000000000013 69.610000000000014 30.305955500000003 12.500000000000002 59.982527000000012 59.963407450000012 59.939091550000008 59.982527000000012 30.102666750000001 59.932719750000011 30.370618100000005 30.278357500000002 30.362552800000003 30.259484550000003 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 -6 -7 11 -9 10 -5 12 -8 21 15 18 17 19 20 -17 -15 23 25 -14 -25 -19 28 -28 -12 -30
right_child=1 2 -4 4 5 6 7 8 -10 -11 26 -13 13 14 -16 16 -18 22 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=59.273782611791013 423.02929920242082 303.35298163661531 39.657947504249279 -1438.3251468813451 4596.1122762753257 6730.7087637376681 -4426.1134572049514 -14528.379899234358 -39166.120326179596 -12705.854798594402 1101.9157203004063 20233.814127715079 75204.730824989005 -314483.19147727272 32059.924380594221 222084.84014718194 -91852.953478932526 -194169.9273897059 -62969.326721274447 16845.778491730387 -52995.915848214288 89716.478268313731 66183.448609375002 -11416.797238390303 -100774.90453381148 -14405.411142113095 26038.321991282395 3260.2602576249401 -126233.75534122242 40814.290340802778
leaf_weight=2688514 446770 152811 823732 151761 6019 3143 15900 2433 1202 3515 4482 587 71 44 151 56 171 34 294 47 21 77 25 8916 61 21 2050 4919 170 167
leaf_count=2688514 446770 152811 823732 151761 6019 3143 15900 2433 1202 3515 4482 587 71 44 151 56 171 34 294 47 21 77 25 8916 61 21 2050 4919 170 167
internal_value=0 -97.7869 -294.497 -1060.91 -2071.26 -5707.39 -7572.34 -9065.29 -22675.4 -1216.49 -969.562 -7196.7 -7818.65 -13218.7 -42072 -57771.7 -21830.7 43600 -93212.1 128432 -230003 -10486.8 -65621.3 -11339.5 -12024 -125533 5065.39 9960.65 -2013.9 -43453.3
internal_weight=0 1.62965e+06 1.18288e+06 359148 206337 39273 33254 30111 3635 167064 163549 26476 25889 9989 864 713 354 183 359 103 65 9125 80 9048 8977 55 11788 6969 4819 337
internal_count=4318164 1629650 1182880 359148 206337 39273 33254 30111 3635 167064 163549 26476 25889 9989 864 713 354 183 359 103 65 9125 80 9048 8977 55 11788 6969 4819 337
is_linear=0
shrinkage=0.1


Tree=1627
num_leaves=31
num_cat=0
split_feature=5 0 0 3 4 2 2 2 1 1 1 3 2 5 2 3 3 3 1 3 0 5 5 5 5 1 1 5 5 5
split_gain=2.54076e+12 1.54763e+13 2.05397e+13 3.09715e+13 4.00242e+13 3.78555e+13 3.78213e+13 4.79298e+13 5.35918e+13 2.58657e+13 3.56734e+13 3.39047e+13 2.63312e+13 2.64733e+13 7.22935e+13 2.62094e+13 6.46287e+13 2.45942e+13 2.34254e+13 6.77064e+13 4.88577e+13 5.06629e+13 2.33692e+13 2.33491e+13 2.31365e+13 3.01689e+13 2.55084e+13 2.09656e+13 1.99737e+13 3.60023e+13
threshold=89.00500000000001 43.056445700000005 43.514103700000014 10.500000000000002 4.5000000000000009 18.500000000000004 5.5000000000000009 2.5000000000000004 44.083877800000003 44.660994650000006 45.148007750000012 9.5000000000000018 3.5000000000000004 128.92000000000004 4.5000000000000009 6.5000000000000009 7.5000000000000009 7.5000000000000009 39.969502550000009 3.5000000000000004 43.465905150000005 99.555000000000021 150.04500000000004 225.45000000000002 96.015000000000015 39.969502550000009 39.925119750000007 225.45000000000002 120.05000000000001 100.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -5 7 -6 -9 11 23 12 18 24 -15 -16 -17 27 19 -3 21 -21 -18 -11 26 -26 -14 -12 29 -27
right_child=1 2 -4 5 6 -7 -8 8 -10 10 17 -13 13 14 15 16 22 -19 -20 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=17.801644713985628 4493.8289507497584 28206.997408088235 -353.62134712143433 18302.582622765243 2447.9523174157307 -121828.3478125 -33281.140471587314 163429.27654829546 -18352.873874830166 -86760.723659842362 -52257.445756539193 -31232.562947797695 113022.57298387097 172481.45412326392 -72064.036035156256 169727.34543269232 -88016.635590277787 20256.909374787705 -3646.9892642848445 -136898.90284722223 -200467.89019396552 287.30727903451492 36597.01174172794 21257.641915760873 -75604.951421274032 -35970.464905196633 12434.262257667826 20331.961167279413 -63335.07523878145 46975.510626845477
leaf_weight=4097479 6455 85 210941 534 89 20 74 55 23 154 181 591 31 36 29 26 27 115 513 45 29 67 34 23 65 89 135 51 41 127
leaf_count=4097479 6455 85 210941 534 89 20 74 55 23 154 181 591 31 36 29 26 27 115 513 45 29 67 34 23 65 89 135 51 41 127
internal_value=0 -330.525 -475.888 -8317.51 -12684.9 13243.7 26230.5 52601 109827 -16445.4 -36191.5 -11193.2 -2604.83 12243.8 48685.8 10266.4 37709.9 -17556.6 -15464.2 -42288.4 -84785.6 -54832.2 -18559.8 -72724.4 892.999 -14740.8 31218.8 -36300.3 652.842 12798.7
internal_weight=0 220685 214230 3289 2735 554 241 167 78 2494 524 1970 1379 640 152 116 87 347 739 226 141 112 61 177 488 322 166 232 257 216
internal_count=4318164 220685 214230 3289 2735 554 241 167 78 2494 524 1970 1379 640 152 116 87 347 739 226 141 112 61 177 488 322 166 232 257 216
is_linear=0
shrinkage=0.1


Tree=1628
num_leaves=31
num_cat=0
split_feature=1 1 2 0 5 5 2 4 5 4 0 5 0 5 5 2 5 2 3 5 5 5 5 3 2 3 3 5 4 5
split_gain=2.39853e+12 7.09775e+12 1.20614e+13 1.11005e+13 9.62056e+12 1.32632e+13 9.39193e+12 1.99143e+13 2.31739e+13 1.34271e+13 9.04405e+12 1.06216e+13 7.64746e+12 1.63419e+13 1.37508e+13 1.03445e+13 1.31706e+13 1.64646e+13 9.95055e+12 9.52336e+12 9.3308e+12 1.07312e+13 8.67725e+12 7.93107e+12 7.53584e+12 7.4467e+12 6.79268e+12 1.62863e+13 6.39592e+12 6.69564e+12
threshold=113.46563545000002 104.38035940000002 5.5000000000000009 52.056565900000003 86.810000000000016 78.710000000000022 6.5000000000000009 2.5000000000000004 55.990000000000002 1.5000000000000002 51.83362145000001 57.995000000000012 52.056565900000003 99.555000000000021 71.715000000000018 1.5000000000000002 84.030000000000015 3.5000000000000004 2.5000000000000004 85.020000000000024 84.030000000000015 79.010000000000005 80.815000000000012 4.5000000000000009 12.500000000000002 5.5000000000000009 9.5000000000000018 81.910000000000011 4.5000000000000009 100.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 6 7 8 -4 -10 -3 -12 13 14 23 20 -17 -18 22 -20 21 -16 -14 -13 -8 -25 -7 -28 29 -2
right_child=28 2 3 -5 -6 26 24 -9 9 -11 11 12 18 -15 15 16 17 -19 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=1.4817152665899593 1101.8448417644729 2473.3947528820959 -4426.521757523732 -24937.689906467829 34127.64458512931 -65285.54739815848 5518.681572067213 47525.249822443184 -113531.52500000001 -25331.775383649554 -770.76657390451169 -27114.578368982093 1134.2550455729167 -53762.923437500001 -19270.041638183593 15542.791620744978 17656.997781808037 127102.0666087963 -13539.330098545017 -60299.150325520837 -61931.417720853366 69728.044531250009 76889.907217261905 2404.7384666866724 -20337.643250313642 -27157.961298095703 54901.177539062504 -63250.034012276788 26417.088697783802 -7720.4854380289726
leaf_weight=4274890 27529 4413 93 399 58 56 636 33 45 28 6122 154 54 59 42 182 28 27 1357 45 26 20 21 576 137 100 20 28 98 888
leaf_count=4274890 27529 4413 93 399 58 56 636 33 45 28 6122 154 54 59 42 182 28 27 1357 45 26 20 21 576 137 100 20 28 98 888
internal_value=0 -6.07643 -2195.27 -10592.1 -5544.52 -7682.98 -4051.36 -23424.8 -37529.4 -79701.5 -1222.01 -3072.44 -8308.72 -2428.65 193.619 17630.6 28501.9 71384.6 -13141.8 -15040.2 -11647.7 9439.02 22345.8 -6634.11 936.125 -1968.44 -41624.7 -14020.4 914.107 826.157
internal_weight=0 4.28965e+06 14759 1533 1134 1076 972 199 166 73 13226 8813 2691 1214 1155 325 237 55 1477 1402 88 62 75 830 773 676 104 48 28515 28417
internal_count=4318164 4289649 14759 1533 1134 1076 972 199 166 73 13226 8813 2691 1214 1155 325 237 55 1477 1402 88 62 75 830 773 676 104 48 28515 28417
is_linear=0
shrinkage=0.1


Tree=1629
num_leaves=31
num_cat=0
split_feature=2 3 5 1 1 0 1 1 3 5 1 4 2 1 2 5 5 2 3 1 1 0 5 0 1 1 5 1 4 5
split_gain=2.36398e+12 3.05769e+13 3.2757e+13 5.63211e+13 1.2622e+14 1.21438e+14 9.64254e+13 7.12536e+13 6.4126e+13 5.07284e+13 5.07164e+13 4.87901e+13 4.4816e+13 4.78051e+13 4.01764e+13 3.55606e+13 8.47615e+13 3.18646e+13 2.84198e+13 4.6343e+13 8.67545e+13 1.40532e+14 7.68636e+13 5.8841e+13 7.75962e+13 4.62228e+13 4.30198e+13 3.43541e+13 3.2428e+13 2.81852e+13
threshold=5.5000000000000009 7.5000000000000009 79.730000000000018 82.902675200000019 65.520339550000017 57.157092150000004 65.58467570000002 82.926290250000008 6.5000000000000009 142.05000000000004 30.278357500000002 4.5000000000000009 6.5000000000000009 30.332994000000003 6.5000000000000009 120.05000000000001 92.035000000000011 10.500000000000002 6.5000000000000009 39.694727950000008 36.761894450000007 55.924336300000007 161.85000000000002 55.784980300000008 37.328003200000005 39.925119750000007 161.85000000000002 38.92948375000001 2.5000000000000004 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 10 6 -6 -5 9 -8 -4 -9 18 15 -10 16 -14 -2 19 20 28 22 23 24 -22 -21 -27 -26 -12 -15
right_child=1 -3 3 7 5 -7 8 11 14 -11 12 -13 13 29 -16 -17 -18 -19 -20 25 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-63.695724863720777 -1790.1628114307864 135.33178457294329 23612.227944435082 -99540.579074417925 -130470.45927419356 212204.09938858697 205961.88665865385 -28746.668625496131 -108411.662625 40127.31333705358 -126055.71838048988 106874.1340786638 -39368.173535156253 -31269.309468200689 57568.798839285715 -3601.3004557291665 -282449.5579777644 63505.659062499995 3589.9865312862858 -86006.448543475126 153581.40700827207 190187.27987657912 137494.9820221657 -118195.50372070313 -25622.720650672913 -16644.502223575601 -114361.21663411458 35987.552826886858 -27559.347871248985 36721.904604640149
leaf_weight=2480138 21338 1811470 394 152 31 46 39 311 25 35 37 29 32 800 35 24 26 75 1238 135 34 47 43 40 256 734 48 140 346 66
leaf_count=2480138 21338 1811470 394 152 31 46 39 311 25 35 37 29 32 800 35 24 26 75 1238 135 34 47 43 40 256 734 48 140 346 66
internal_value=0 85.9477 -3282.7 -10449.1 -7045.51 68523.2 28466.7 -42624 65235.7 127527 -10636.7 -17179 -13971.9 -32997.6 -11589.7 -105974 -148336 -1561.46 -8149.96 -15964 -398.432 24685.5 9522.56 -2185.56 8606.07 -31970.9 -22642.5 -3841.31 -37074.7 -26087.5
internal_weight=0 1.83803e+06 26556 5143 4651 211 165 492 134 74 4440 340 4046 948 60 82 58 21413 3098 1860 943 560 513 470 430 917 782 396 383 866
internal_count=4318164 1838026 26556 5143 4651 211 165 492 134 74 4440 340 4046 948 60 82 58 21413 3098 1860 943 560 513 470 430 917 782 396 383 866
is_linear=0
shrinkage=0.1


Tree=1630
num_leaves=31
num_cat=0
split_feature=3 5 0 1 5 5 0 2 2 5 5 0 4 4 1 5 5 1 0 1 5 5 1 6 2 2 1 0 3 5
split_gain=2.43501e+12 1.48397e+13 2.64819e+13 6.89275e+13 7.68321e+13 7.24612e+13 5.66663e+13 5.41212e+13 6.65852e+13 1.43132e+14 1.49125e+14 1.15318e+14 5.19585e+13 4.78551e+13 5.38984e+13 4.71699e+13 6.60326e+13 8.48041e+13 4.59577e+13 5.21394e+13 4.34158e+13 4.8567e+13 4.33448e+13 5.42611e+13 4.01954e+13 7.13302e+13 6.57382e+13 4.98394e+13 4.94636e+13 3.87093e+13
threshold=10.500000000000002 73.010000000000005 54.725565150000001 38.969379750000009 74.010000000000005 75.015000000000015 53.310923100000004 1.5000000000000002 2.5000000000000004 123.15000000000002 137.05000000000004 45.063245200000004 3.5000000000000004 2.5000000000000004 83.761389800000003 142.05000000000004 120.05000000000001 38.911476500000006 54.920670650000005 83.053286850000021 85.91500000000002 84.030000000000015 83.093115700000013 1.5000000000000002 12.500000000000002 14.500000000000002 38.891822450000006 50.565831500000009 20.500000000000004 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 29 -3 9 20 11 -11 -10 -8 -15 16 17 -14 19 -4 21 -9 23 -21 26 -26 27 -17 -28 -7
right_child=1 2 18 4 5 6 13 8 12 10 -12 -13 15 14 -16 24 -18 -19 -20 22 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=58.464499725998365 42.30503463845875 -29828.949099491001 6856.7714441912967 11942.743999723405 -17464.305751257154 -6227.1009428067518 -42455.395026377999 29389.980150672953 3847.4082798595246 131724.46868489584 9074.7766138980278 456852.729921875 -25847.686547851565 -16806.676467560363 12207.790557616434 -121556.87953629033 -61183.538192732703 64463.329519844061 -351.2695861923437 20874.959786739866 -207.99461533849959 136554.69162522987 16189.314297356404 136180.3689458491 -167954.63736530172 -2170.141937626518 116769.24121279764 18052.916020976027 -45146.557256283966 -521.37057885794991
leaf_weight=2688514 1345223 495 3423 2898 4156 19772 542 422 16631 24 38 20 554 3055 810 31 374 128 199632 74 619 47 213 91 29 247 105 146 23 29828
leaf_count=2688514 1345223 495 3423 2898 4156 19772 542 422 16631 24 38 20 554 3055 810 31 374 128 199632 74 619 47 213 91 29 247 105 146 23 29828
internal_value=0 -96.4518 -752.714 -2281.95 -3948.71 -4740.51 -3761.38 2823.87 3655.4 26782.2 154186 279510 2174.21 -14628.3 -10726 -14824.6 -27415.7 -8897.82 -143.873 10748.8 17180 40129.3 45993.3 84467.6 8060.5 -19589.5 33081.5 -6398.52 87675 -2795.84
internal_weight=0 1.62965e+06 284427 80994 61061 58163 54007 19933 19438 1170 82 44 18268 4407 3865 1637 1056 682 203433 3801 1088 469 378 165 581 276 305 177 128 49600
internal_count=4318164 1629650 284427 80994 61061 58163 54007 19933 19438 1170 82 44 18268 4407 3865 1637 1056 682 203433 3801 1088 469 378 165 581 276 305 177 128 49600
is_linear=0
shrinkage=0.1


Tree=1631
num_leaves=31
num_cat=0
split_feature=0 0 1 0 5 1 5 1 3 5 3 4 3 5 6 3 5 5 6 1 0 2 5 2 0 2 2 3 5 5
split_gain=2.57289e+12 1.98605e+13 4.96305e+13 5.54882e+13 3.72686e+13 3.21596e+13 7.40029e+13 4.24965e+13 4.15534e+13 1.06937e+14 9.35755e+13 4.07788e+13 6.24529e+13 6.20144e+13 5.03343e+13 5.11096e+13 4.15752e+13 3.54886e+13 3.50992e+13 4.23646e+13 9.73674e+13 5.46406e+13 3.99037e+13 4.85817e+13 3.46679e+13 3.27522e+13 3.74818e+13 3.21903e+13 4.61144e+13 3.16265e+13
threshold=54.762542150000009 54.947737500000009 83.140147550000009 54.934662400000008 46.405000000000008 82.966612450000014 60.610000000000007 82.967723800000016 24.500000000000004 90.015000000000015 26.500000000000004 2.5000000000000004 4.5000000000000009 225.45000000000002 1.5000000000000002 2.5000000000000004 75.750000000000014 72.010000000000005 1.5000000000000002 82.970752000000019 54.934662400000008 4.5000000000000009 87.00500000000001 1.5000000000000002 54.947152850000002 1.5000000000000002 10.500000000000002 10.500000000000002 63.145000000000003 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 24 27 -8 -10 -11 -9 13 14 -13 16 -16 -17 25 21 -21 22 23 -20 -2 -14 -27 28 -7 -29
right_child=1 -3 3 4 -6 7 8 11 9 10 -12 12 18 -15 15 17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=120.27681832314056 -704.69306055747222 28.083029356009032 -17393.751553241393 6397.2891290865955 35875.002918294274 8496.3825402986167 -6744.5506659219309 -1478.7249489066542 2614.6590295352848 307498.70078125002 31057.098781249999 -26428.419714080126 -14452.214777704623 -125378.00420673078 9706.1605624999993 22105.145110900266 -132237.49927884617 66082.840900699011 -31891.909154391004 3068.4845171377683 -19688.822507124158 -1634.5198018110918 59058.337379909208 31056.183725034149 -18258.698789363643 10122.080960608922 -8296.6092903444787 -7217.6361182707951 47498.286512074985 44902.851033266132
leaf_weight=1259690 128454 2798789 443 796 930 6494 29449 66991 213 24 25 133 709 26 100 299 26 475 166 5079 2985 1629 296 469 1135 8727 1265 1905 318 124
leaf_count=1259690 128454 2798789 443 796 930 6494 29449 66991 213 24 25 133 709 26 100 299 26 475 166 5079 2985 1629 296 469 1135 8727 1265 1905 318 124
internal_value=0 -49.5383 -886.112 14177.3 22280.4 -1012.99 -1890.47 410.225 -6391.81 33256.9 166457 -244.002 3451.29 27154.3 30993.5 39479.1 -19583.8 49094 2274.19 -1797.47 -5355.44 9410.13 28735.3 14600.5 -858.439 6316.57 7790.25 7023.9 10317.1 -4032.35
internal_weight=0 3.05847e+06 259685 2169 1726 257516 159300 98216 29711 262 49 89375 22384 1059 1033 900 126 774 21325 10624 8064 2560 931 635 129589 10701 9992 8841 6812 2029
internal_count=4318164 3058474 259685 2169 1726 257516 159300 98216 29711 262 49 89375 22384 1059 1033 900 126 774 21325 10624 8064 2560 931 635 129589 10701 9992 8841 6812 2029
is_linear=0
shrinkage=0.1


Tree=1632
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 5 3 6 1 3 6 2 5 5 5 5 1 3 3 5 5 1 5 1 4 1 1 5 5 3
split_gain=2.69397e+12 3.37034e+13 1.1325e+14 1.14771e+14 8.42658e+13 4.58029e+13 4.37055e+13 4.37002e+13 5.74396e+13 5.02946e+13 4.15539e+13 4.13118e+13 3.7189e+13 3.6439e+13 4.09019e+13 5.17359e+13 3.57016e+13 7.78594e+13 7.85848e+13 3.65031e+13 3.31571e+13 3.24224e+13 2.98181e+13 2.97916e+13 2.85084e+13 2.7878e+13 2.71747e+13 2.6843e+13 4.1271e+13 2.53905e+13
threshold=55.535913550000011 55.518428350000008 37.582182450000005 51.405000000000008 37.342273500000012 80.00500000000001 4.5000000000000009 1.5000000000000002 37.642309100000013 20.500000000000004 1.5000000000000002 10.500000000000002 101.05000000000001 69.610000000000014 62.015000000000008 58.995000000000012 37.777459000000007 9.5000000000000018 3.5000000000000004 41.995000000000012 69.610000000000014 37.620907050000007 59.025000000000013 37.342273500000012 1.0000000180025095e-35 36.761894450000007 37.516458750000005 56.205000000000005 55.405000000000008 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 23 6 7 25 8 13 16 -8 12 20 14 15 27 17 18 -9 -20 22 -7 -6 -3 -25 -5 -26 28 -4 -17
right_child=-2 2 5 4 11 21 10 9 -10 -11 -12 -13 -14 -15 -16 29 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=40.633235203905279 -86.368270271065285 -17381.62404329894 -1396.2128969526279 -46355.108629261369 68649.489380332161 -40393.950849630746 -85253.596853298615 -132819.44524739584 -21675.656541997738 -12666.935336150427 1241.568743569959 21537.835640744132 -55366.718239182694 31054.980943420742 -25053.19217378151 21720.922448928424 -7515.9592147969761 9093.9467856369156 34357.575750157092 79500.423189736088 88403.458341173115 9224.8407933910476 20119.585356987849 -15496.846615645867 13354.881743702445 79359.656224762992 71708.107977941181 -27617.661066284185 46889.846877100135 79436.402755737305
leaf_weight=2335229 1966665 488 3663 22 326 457 72 24 1408 876 243 332 26 374 635 370 642 2308 488 283 382 185 207 337 1306 89 85 360 186 96
leaf_count=2335229 1966665 488 3663 22 326 457 72 24 1408 876 243 332 26 374 635 370 642 2308 488 283 382 185 207 337 1306 89 85 360 186 96
internal_value=0 72.2337 4607.84 19428.9 38983.1 -88.6053 485.069 1336.87 -3593.64 8903.87 -18528.8 51866.2 62566.5 885.512 -1239.42 1995.18 13949.5 18390.7 45380.4 50927.5 65917.6 -26095.7 49802 4436.82 10598.5 54443.2 16920.7 -1505.15 937.174 33610.8
internal_weight=0 2.3515e+06 16270 3915 1699 12355 426 11713 7092 4621 315 1273 941 5684 5310 4675 3745 3103 795 771 915 642 533 2216 1728 111 1391 4209 3849 466
internal_count=4318164 2351499 16270 3915 1699 12355 426 11713 7092 4621 315 1273 941 5684 5310 4675 3745 3103 795 771 915 642 533 2216 1728 111 1391 4209 3849 466
is_linear=0
shrinkage=0.1


Tree=1633
num_leaves=31
num_cat=0
split_feature=1 5 1 1 0 6 1 0 0 4 5 0 4 5 0 0 5 5 3 0 3 0 1 1 3 1 1 2 0 3
split_gain=2.56381e+12 1.5436e+13 2.8319e+13 5.00627e+13 5.41192e+13 5.5342e+13 5.32476e+13 6.67617e+13 7.34174e+13 5.12182e+13 5.66934e+13 9.16709e+13 5.59841e+13 1.02978e+14 8.51734e+13 6.59438e+13 5.31528e+13 7.37592e+13 7.27241e+13 9.52395e+13 9.71136e+13 6.59767e+13 1.21882e+14 1.14783e+14 6.3621e+13 5.96667e+13 5.8454e+13 5.28911e+13 7.67054e+13 7.2318e+13
threshold=43.574807850000006 31.010000000000002 50.388877400000005 49.964253350000007 56.338501050000012 1.5000000000000002 49.323301500000007 55.795550600000006 55.745923000000012 2.5000000000000004 77.715000000000018 43.514103700000014 3.5000000000000004 107.05000000000001 51.67657710000001 57.945214300000011 98.020000000000024 99.555000000000021 12.500000000000002 53.973051950000006 4.5000000000000009 55.834684950000003 49.148175700000003 47.854228500000012 25.500000000000004 49.073956850000009 44.660994650000006 4.5000000000000009 56.635684300000008 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 9 8 -8 -3 11 -11 15 14 -14 16 18 -18 19 -12 -21 22 25 24 -23 26 -20 29 -29 -15
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 12 -13 13 27 -16 -17 17 -19 21 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-77.623332452942762 -783.05954639212132 1490.1996062075993 -30.808970627976631 -2193.4940630736132 -37810.780134269393 6198.5100330318928 -9406.7668961479758 2693.002889790911 -54404.021274644743 8063.3172300658498 -1667.6125818776422 -4893.0643599595596 4245.808742488266 26778.549695776241 -22061.255199187086 143200.44905790442 -39562.599576970882 20.585583243341777 72958.825177250066 -16353.641419995183 21563.496051684007 -2228.4912252526533 -12421.605421349048 -70180.703450419751 -87746.233038933729 44969.292689766298 -711.68718498529518 -737.97196388886357 -115379.48060221353 -22884.81106365085
leaf_weight=2143177 190617 250633 1584202 10128 307 35064 7508 5606 381 6180 3590 46931 1813 1731 3832 34 495 9611 123 746 7145 1976 1685 322 91 817 866 2140 60 353
leaf_count=2143177 190617 250633 1584202 10128 307 35064 7508 5606 381 6180 3590 46931 1813 1731 3832 34 495 9611 123 746 7145 1976 1685 322 91 817 866 2140 60 353
internal_value=0 76.4881 159.056 910.699 4033.52 4317.77 510.086 -5650.76 -11579.9 753.776 -1284.77 -3385.46 1695.98 -4740.43 -13612.2 4019.79 3847.51 -1918.23 7203.8 11835.6 17978.9 -1840.05 6922.69 -14644.9 -5993.42 24970.9 8450.57 6949.88 -3864.56 18366.3
internal_weight=0 2.17499e+06 1.98437e+06 400168 45499 45192 354669 13495 7889 341174 90541 53111 37430 9929 5645 27501 27467 10106 17361 11481 7891 5880 3491 2389 2067 1806 989 4284 2200 2084
internal_count=4318164 2174987 1984370 400168 45499 45192 354669 13495 7889 341174 90541 53111 37430 9929 5645 27501 27467 10106 17361 11481 7891 5880 3491 2389 2067 1806 989 4284 2200 2084
is_linear=0
shrinkage=0.1


Tree=1634
num_leaves=31
num_cat=0
split_feature=0 4 5 2 3 5 2 3 5 2 5 5 3 3 0 3 3 2 5 1 4 5 1 5 2 2 1 5 3 3
split_gain=3.18399e+12 2.92216e+13 4.00365e+13 7.99417e+13 3.92557e+13 7.85163e+13 1.10769e+14 6.38372e+13 6.20061e+13 4.21275e+13 3.87091e+13 3.8071e+13 9.78854e+13 7.72709e+13 4.85281e+13 4.35069e+13 3.69053e+13 6.27245e+13 3.49111e+13 5.32141e+13 4.80081e+13 4.06012e+13 5.1204e+13 9.20779e+13 7.99638e+13 4.10442e+13 4.26601e+13 5.80454e+13 4.44492e+13 4.07618e+13
threshold=43.642715500000008 2.5000000000000004 71.715000000000018 15.500000000000002 16.500000000000004 88.015000000000015 11.500000000000002 17.500000000000004 107.05000000000001 16.500000000000004 99.555000000000021 61.020000000000003 20.500000000000004 14.500000000000002 43.514103700000014 9.5000000000000018 18.500000000000004 9.5000000000000018 55.990000000000002 39.694727950000008 1.5000000000000002 34.920000000000009 39.969502550000009 52.710000000000008 10.500000000000002 2.5000000000000004 40.810045900000013 20.010000000000002 23.500000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 11 -4 6 -6 8 10 -8 -7 12 13 14 -3 -16 -13 -18 19 -1 21 25 23 -23 29 -21 27 -27 -29 -25
right_child=-2 2 4 -5 5 7 9 -9 -10 -11 -12 16 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=57224.559662509564 13.079529341181596 8705.0741331995923 -1557.5885589885761 174024.53399784485 128729.38001157407 42763.773164062499 -60962.113697076617 -11773.367819599243 13489.617384958792 66980.089648437497 221205.32540322581 14036.98807667849 195690.69325000001 -106824.54151314872 -27180.763285477806 38750.756261136237 -151631.27158482143 53420.127524038464 -4998.5039375352817 -5021.8676785269272 3551.7162363990096 -13786.911415925402 -1061.9437198829892 119803.46395399305 186330.67111486488 -19715.582342367128 -6989.2034175847148 11844.885594147947 148204.92916666667 667.90473564040497
leaf_weight=161 4220249 1900 15704 29 135 20 62 586 91 44 31 4854 25 70 820 114 35 26 21080 6401 19616 7660 9468 36 37 621 2082 6041 24 142
leaf_count=161 4220249 1900 15704 29 135 20 62 586 91 44 31 4854 25 70 820 114 35 26 21080 6401 19616 7660 9468 36 37 621 2082 6041 24 142
internal_value=0 -563.743 2422.97 8300.22 -352.272 19181.6 68655.3 2803.57 62959.1 -7854.03 151228 7687.52 -1337.13 -3033.3 -469.654 -19133.4 13065.6 -64232.3 -1562.96 -177.946 -355.236 -2712.48 -6017.43 -11975.3 52567.5 1066.12 5510.6 9403.01 12384.5 24762.7
internal_weight=0 97915 24546 7873 16673 969 241 728 142 106 51 7844 2929 2904 2834 934 4915 61 73369 52289 52128 32512 17343 7875 215 15169 8768 6686 6065 178
internal_count=4318164 97915 24546 7873 16673 969 241 728 142 106 51 7844 2929 2904 2834 934 4915 61 73369 52289 52128 32512 17343 7875 215 15169 8768 6686 6065 178
is_linear=0
shrinkage=0.1


Tree=1635
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 0 3 3 5 1 3 0 5 3 3 0 3 0 3 5 0 2 3 5 0 5 5 5 0 1
split_gain=2.59328e+12 2.7333e+13 5.53064e+13 6.55941e+13 8.85899e+13 2.06e+14 8.40599e+13 6.45535e+13 5.47424e+13 7.48935e+13 9.10827e+13 7.84485e+13 7.40153e+13 7.25272e+13 6.20627e+13 7.44088e+13 8.49838e+13 2.32755e+14 1.27529e+14 1.06707e+14 1.03376e+14 8.52025e+13 1.42567e+14 1.77128e+14 1.58266e+14 1.21751e+14 1.10039e+14 5.8132e+13 5.78087e+13 1.37642e+14
threshold=82.871296800000025 82.91993380000001 82.926290250000008 5.5000000000000009 55.02863030000001 55.039751500000008 24.500000000000004 10.500000000000002 60.905000000000008 82.911991800000024 4.5000000000000009 54.940316550000006 40.905000000000008 26.500000000000004 2.5000000000000004 54.978840000000005 9.5000000000000018 55.055104550000003 23.500000000000004 120.05000000000001 54.990279300000005 4.5000000000000009 5.5000000000000009 98.020000000000024 55.043101600000007 150.04500000000004 82.00500000000001 103.45000000000002 55.055104550000003 82.888608650000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 -5 -6 7 -7 12 10 -10 -12 -2 28 -11 -16 17 20 19 -18 -17 22 26 -24 25 -25 -22 -23 -13 -30
right_child=1 2 -4 4 5 6 -8 -9 9 14 11 13 -14 -15 15 16 18 -19 -20 -21 21 27 23 24 -26 -27 -28 -29 29 -31
leaf_value=-43.195970481125585 3814.9020889513777 7988.2423238334541 67.784933154121347 -15059.352109762529 79075.510479978984 -8949.8487035823473 -83659.572582431108 21313.728956094321 -30820.629981419945 127157.28173046876 -29769.093577901178 2170.5944167887756 -2594.9242293851676 168999.1855758102 -13417.963731518683 161843.66137500003 74188.685952137268 -71425.695977038864 9368.5312695244429 1430.9890729365459 27917.584444852251 28023.81114013672 15478.518328536185 321351.51144764462 -31209.271000000004 54692.362907608695 -84766.298684630106 -31861.708519448639 124597.31177153716 11967.311922612989
leaf_weight=3294556 32430 2731 907402 8297 327 2644 127 961 770 50 661 16569 40528 27 772 50 874 328 1076 262 749 250 114 67 25 23 98 461 111 4824
leaf_count=3294556 32430 2731 907402 8297 327 2644 127 961 770 50 661 16569 40528 27 772 50 874 328 1076 262 749 250 114 67 25 23 98 461 111 4824
internal_value=0 139.029 -32.056 -6036.95 -9136.89 2969.21 -3699.27 -882.36 1699.81 5444.86 2990.98 4164.15 254.258 5205.9 16282.7 15206 20254.6 6170.08 34040 57408.3 20025 16056.9 33806.7 103811 191376 253205 14879.8 -10804.9 5000.24 14500.6
internal_weight=0 1.02361e+06 922489 15087 12356 4059 3732 3605 101119 28161 22962 22192 72958 21531 5199 5149 4377 2165 2212 1136 1837 1787 1076 229 115 90 847 711 21504 4935
internal_count=4318164 1023608 922489 15087 12356 4059 3732 3605 101119 28161 22962 22192 72958 21531 5199 5149 4377 2165 2212 1136 1837 1787 1076 229 115 90 847 711 21504 4935
is_linear=0
shrinkage=0.1


Tree=1636
num_leaves=31
num_cat=0
split_feature=0 4 5 2 3 5 2 3 5 2 1 2 5 5 3 3 0 3 1 5 3 2 1 1 5 5 0 3 5 5
split_gain=2.53535e+12 2.36695e+13 3.24294e+13 6.47528e+13 3.17971e+13 6.35982e+13 8.97229e+13 5.17081e+13 5.0225e+13 3.41233e+13 3.39999e+13 3.43411e+13 3.13544e+13 3.08605e+13 7.92415e+13 5.92443e+13 3.98512e+13 3.53531e+13 3.48048e+13 3.01621e+13 2.99215e+13 5.08068e+13 3.37672e+13 3.92222e+13 2.95561e+13 2.9017e+13 6.11877e+13 6.86969e+13 1.45092e+14 6.41933e+13
threshold=43.642715500000008 2.5000000000000004 71.715000000000018 15.500000000000002 16.500000000000004 88.015000000000015 11.500000000000002 17.500000000000004 107.05000000000001 16.500000000000004 39.726951800000002 8.5000000000000018 99.555000000000021 61.405000000000008 20.500000000000004 14.500000000000002 43.514103700000014 9.5000000000000018 39.753614400000011 52.990000000000002 18.500000000000004 9.5000000000000018 43.808567100000012 45.148007750000012 44.005000000000003 54.710000000000008 43.592450450000008 5.5000000000000009 56.835000000000008 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 13 -4 6 10 8 12 -8 -6 -12 -7 14 15 16 -3 24 -19 -17 22 -22 -15 -24 -18 -1 -27 -28 -29 -30
right_child=-2 2 4 -5 5 7 9 -9 -10 -11 11 -13 -14 20 -16 19 17 18 -20 -21 21 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-65.937703310061707 11.671455466208776 7839.928556249437 -1397.5129189321719 156626.40280172412 25824.910302734377 38491.7141796875 -54861.580859375004 -10591.711141842788 12144.975527987639 60286.399600497156 105068.54110915493 229841.8509277344 199089.10927419356 20415.0262902412 176125.94425 1258.082472826087 30236.515718217328 61136.396055947582 -81398.32239583334 -138017.73716634113 -136463.82400669644 48082.435096153844 -13318.426200942451 14009.42620218105 -31084.197453639819 -2488.4547476281191 9271.4126728589599 -93331.206672952598 -22205.655574616841 53097.889651639343
leaf_weight=50544 4220249 1917 15704 29 32 20 62 586 91 44 71 32 31 2601 25 23 88 93 21 48 35 26 846 1385 736 20183 660 290 1570 122
leaf_count=50544 4220249 1917 15704 29 32 20 62 586 91 44 71 32 31 2601 25 23 88 93 21 48 35 26 846 1385 736 20183 660 290 1570 122
internal_value=0 -503.053 2184.99 7474.5 -312.728 17267.7 61794.1 2527.54 56667.5 -7064.31 115861 143833 136110 6923.07 -1153.66 -2668.36 -424.411 -17314.3 34880 -92900.2 11794.2 -57804.8 12672.8 3646.65 -24535.4 -1402.35 -4361.72 -18672.2 -27977.3 -16776
internal_weight=0 97915 24546 7873 16673 969 241 728 142 106 135 103 51 7844 2951 2926 2855 938 114 71 4893 61 4832 2231 824 73369 22825 2642 1982 1692
internal_count=4318164 97915 24546 7873 16673 969 241 728 142 106 135 103 51 7844 2951 2926 2855 938 114 71 4893 61 4832 2231 824 73369 22825 2642 1982 1692
is_linear=0
shrinkage=0.1


Tree=1637
num_leaves=31
num_cat=0
split_feature=1 5 5 0 0 6 3 0 1 1 3 5 0 3 5 5 5 2 0 4 0 0 5 5 1 0 0 6 0 1
split_gain=2.5062e+12 1.5319e+13 3.0633e+13 2.54224e+13 3.6236e+13 3.60382e+13 3.31879e+13 7.06622e+13 3.22007e+13 3.17467e+13 3.94783e+13 6.97101e+13 3.86388e+13 3.74352e+13 4.15833e+13 3.18434e+13 6.07933e+13 3.08539e+13 8.43948e+13 6.23961e+13 5.09045e+13 4.02529e+13 4.64619e+13 4.89193e+13 3.69201e+13 3.92241e+13 3.67665e+13 3.45185e+13 2.91793e+13 4.03541e+13
threshold=82.981501350000016 59.005000000000003 61.405000000000008 55.012854300000008 55.013931500000005 1.5000000000000002 16.500000000000004 54.811549550000009 83.002084650000015 83.093115700000013 12.500000000000002 120.05000000000001 54.864040150000001 5.5000000000000009 99.555000000000021 177.02500000000003 161.85000000000002 1.5000000000000002 55.017766000000002 2.5000000000000004 55.299834250000011 55.061033200000004 63.855000000000011 74.610000000000014 83.006817700000013 55.017766000000002 55.099723300000008 1.5000000000000002 53.37994195000001 83.663637000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 8 7 28 -5 12 15 -12 13 14 -9 16 -11 18 -6 20 21 22 -19 -24 26 -26 -21 -25 29 -4
right_child=1 2 3 4 17 -7 -8 9 -10 10 11 -13 -14 -15 -16 -17 -18 19 -20 24 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=30.00824561311676 143.7883571108402 -3830.6582086409867 -17657.024410597634 6534.581001790365 12415.931602787752 -11831.915700410478 -6590.5135303470206 -40666.658246527775 -11218.493167768476 14898.764579588445 92496.619499549866 -43824.456560905615 7474.9573623135366 -6709.6927026583253 -196941.85424107144 -66498.37447639629 182092.09190340911 -15931.857939956986 -2636.4508817981418 -3550.4585250186014 1359.0397554721123 -52158.348380375326 5685.9272764732932 -1976.9807240268642 65888.791467285162 1874.1292894578162 -70693.430869497912 -28330.615072544781 -4876.3767627474008 2382.0387157583573
leaf_weight=3738169 405453 30942 1049 2784 6173 6159 4785 90 1614 1898 160 49 11257 565 21 47 22 5892 9392 15031 4952 231 2852 1026 96 32595 82 964 9897 23917
leaf_count=3738169 405453 30942 1049 2784 6173 6159 4785 90 1614 1898 160 49 11257 565 21 47 22 5892 9392 15031 4952 231 2852 1026 96 32595 82 964 9897 23917
internal_value=0 -193.408 -976.701 -361.748 -1390.96 -6894.68 1358.36 2135.03 19.4692 8106.13 19214.4 60536.2 6080.52 -17140.2 -70232.2 14823.8 16814.5 -658.139 3333.25 -1633.11 -7056.1 -10856.5 -9967.7 -2710.21 172.554 2062.11 -3914.76 -14743.3 -281.459 1540.05
internal_weight=0 579995 174542 143600 89843 10557 53757 48972 4398 14109 2176 209 11933 676 111 1967 1920 79286 15565 63721 15917 10965 10734 4842 47804 32691 15113 1990 34863 24966
internal_count=4318164 579995 174542 143600 89843 10557 53757 48972 4398 14109 2176 209 11933 676 111 1967 1920 79286 15565 63721 15917 10965 10734 4842 47804 32691 15113 1990 34863 24966
is_linear=0
shrinkage=0.1


Tree=1638
num_leaves=31
num_cat=0
split_feature=2 1 5 5 1 5 0 0 3 5 1 0 5 1 0 3 0 0 0 5 1 5 6 6 0 1 0 5 3 1
split_gain=2.47398e+12 2.71312e+13 6.202e+13 6.70397e+13 6.19354e+13 9.95155e+13 1.49912e+14 1.57262e+14 1.30274e+14 1.0877e+14 2.24514e+14 1.6026e+14 1.84834e+14 1.07164e+14 1.17616e+14 1.07087e+14 1.03157e+14 1.37034e+14 1.02232e+14 9.80405e+13 9.70429e+13 9.64624e+13 9.41373e+13 9.19668e+13 8.99549e+13 1.22393e+14 2.27465e+14 1.26086e+14 1.24592e+14 1.25042e+14
threshold=5.5000000000000009 37.777459000000007 50.005000000000003 49.505000000000003 37.328003200000005 80.815000000000012 55.899899800000007 55.674875350000008 8.5000000000000018 60.005000000000003 37.436176200000013 55.87722990000001 68.00500000000001 37.712318250000003 55.719391050000006 2.5000000000000004 55.924336300000007 55.628356700000005 55.719391050000006 67.990000000000023 37.66934650000001 114.05000000000001 1.5000000000000002 1.5000000000000002 55.860536450000005 37.66934650000001 55.91302515000001 98.020000000000024 13.500000000000002 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 -6 18 -11 13 -13 15 -15 -12 17 23 -9 -16 -18 24 -8 -7 -19 28 27 -27 -26 -30
right_child=-2 -3 4 -5 5 16 22 9 -10 10 11 12 -14 14 19 -17 20 21 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=77.079789267762081 87.924705808843413 102.73539699045371 -708.24365857463465 10454.494918260132 -11745.529766494565 -22794.285825570536 -9402.6293666904367 -38396.814510630858 1646.5823300685106 -34410.967130654601 -182069.94708333336 -1441.962703396086 -70144.702862395148 -70100.691520707318 -35736.763904300657 7156.0661850172855 -11591.84074703819 26114.227712076201 -15241.079053126989 17036.783212701612 -90192.322334674885 -25571.140394402271 15089.657231125902 4146.4944174943048 67584.646540431873 -122017.00440153303 43550.660956897482 5754.4515687715029 -48223.360412252827 29195.806847567823
leaf_weight=263218 1838026 1971987 155012 6376 10590 1991 2238 2307 23126 2499 30 897 695 372 645 9669 760 4686 10987 775 198 530 5252 3485 358 265 219 109 354 508
leaf_count=263218 1838026 1971987 155012 6376 10590 1991 2238 2307 23126 2499 30 897 695 372 645 9669 760 4686 10987 775 198 530 5252 3485 358 265 219 109 354 508
internal_value=0 -65.1608 -716.718 322.51 -1891.15 -4085.96 -5598.66 -7198.57 -2559.8 -12614.9 -6945.92 -1699.78 -31434.7 2419.78 -20047 6570.77 3788.44 6211.25 -19259.5 -6934.3 -27837 15450.9 7771.4 -5648.81 18796.3 -118.021 -37385.6 -84778.8 17996.5 -2598.14
internal_weight=0 2.48014e+06 508151 269594 238557 83545 70082 62592 33716 28876 15582 13083 1592 11491 1792 9699 13463 12505 13294 1420 958 7029 7490 5476 6499 1813 593 374 1220 862
internal_count=4318164 2480138 508151 269594 238557 83545 70082 62592 33716 28876 15582 13083 1592 11491 1792 9699 13463 12505 13294 1420 958 7029 7490 5476 6499 1813 593 374 1220 862
is_linear=0
shrinkage=0.1


Tree=1639
num_leaves=31
num_cat=0
split_feature=1 6 2 3 5 1 5 2 1 3 1 3 3 0 4 5 0 0 1 5 4 3 4 5 3 3 3 2 5 3
split_gain=2.66599e+12 2.22163e+13 3.39081e+13 5.8903e+13 5.01901e+13 9.18513e+13 4.90453e+13 4.8965e+13 3.95792e+13 5.71212e+13 5.05084e+13 7.58919e+13 7.43308e+13 4.64316e+13 3.68019e+13 8.10735e+13 8.59504e+13 6.40615e+13 5.9647e+13 5.59822e+13 5.23048e+13 5.07678e+13 5.06365e+13 1.05594e+14 5.6978e+13 4.87158e+13 5.95223e+13 4.65727e+13 4.93529e+13 4.3706e+13
threshold=38.781124500000011 1.5000000000000002 13.500000000000002 16.500000000000004 84.030000000000015 30.160599000000001 132.05000000000004 23.500000000000004 30.226173900000003 17.500000000000004 30.278357500000002 24.500000000000004 19.500000000000004 60.029906750000002 1.5000000000000002 57.405000000000008 59.820733200000006 59.846652800000008 37.314272700000011 44.005000000000003 2.5000000000000004 23.500000000000004 2.5000000000000004 65.045000000000016 22.500000000000004 27.500000000000004 29.500000000000004 16.500000000000004 80.815000000000012 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 14 -6 8 -8 9 -7 11 12 -10 -13 19 25 18 -18 20 -5 -17 22 -19 -24 -25 -16 -27 -20 29 -29
right_child=-2 2 3 4 5 6 7 -9 10 -11 -12 13 -14 -15 15 16 17 21 27 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-455.27804350856707 -51.721733892547618 624.90640453319952 -7851.7477857324648 186.6107798911593 93119.442041015631 -130102.94449404762 33449.424077497206 -86895.416976351349 73245.570177580186 -25876.618406667651 -11849.659313746308 228377.97395833337 -54654.019094821626 64188.348463114758 9422.1688702243373 -29746.496505938856 45644.363544635773 8577.718699158786 4258.9130145285935 -9864.586727656897 4573.3379085921642 -3264.3945139813877 196726.58791920732 19061.380874633789 110119.21478163321 144228.47857349538 29819.55610877143 -17925.605836430757 22327.926870962292 -1552.9104876915349
leaf_weight=443968 3012745 775118 12369 29688 88 63 392 37 76 318 5900 24 113 61 8876 1499 480 1710 6855 6813 631 2308 41 528 79 54 288 3239 520 3283
leaf_count=443968 3012745 775118 12369 29688 88 63 392 37 76 318 5900 24 113 61 8876 1499 480 1710 6855 6813 631 2308 41 528 79 54 288 3239 520 3283
internal_value=0 119.367 415.524 -1464.36 -396.202 -8407.72 -9686.98 23070 -11830.8 -43110.9 -9900.5 32070.5 -3223.5 110548 450.797 3021.36 -386.601 10857.5 -3996.89 -1689.47 -19579.4 7278.89 17598.6 41403.7 30912.4 10849.2 47884.1 -1608.54 -7320.18 -9684.03
internal_weight=0 1.30542e+06 861451 86333 73964 7072 6984 429 6555 381 6174 274 189 85 66892 30391 21173 5146 16027 36501 2130 4666 2358 648 607 9218 342 13897 7042 6522
internal_count=4318164 1305419 861451 86333 73964 7072 6984 429 6555 381 6174 274 189 85 66892 30391 21173 5146 16027 36501 2130 4666 2358 648 607 9218 342 13897 7042 6522
is_linear=0
shrinkage=0.1


Tree=1640
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 0 0 1 5 0 0 5 0 1 0 1 2 6 0 3 1 6 1 5 3 1 3 0 5
split_gain=2.78133e+12 2.21805e+13 3.06775e+13 3.66306e+13 3.82882e+13 3.65304e+13 3.39875e+13 3.83798e+13 5.06529e+13 3.88493e+13 3.3203e+13 2.92647e+13 5.01273e+13 4.56079e+13 3.02797e+13 2.91077e+13 3.37856e+13 3.125e+13 3.10214e+13 5.82545e+13 5.06941e+13 2.74258e+13 4.51487e+13 4.71883e+13 3.12768e+13 2.90658e+13 3.09371e+13 3.35177e+13 5.25263e+13 6.87714e+13
threshold=54.035000000000004 50.005000000000003 30.102666750000001 30.259484550000003 5.5000000000000009 30.305955500000003 59.932719750000011 59.950068600000009 30.278357500000002 51.015000000000008 54.762542150000009 59.990816400000007 52.020000000000003 59.863160500000006 30.207352000000004 60.003414000000006 30.207352000000004 9.5000000000000018 1.5000000000000002 60.017447350000005 21.500000000000004 82.957885500000017 1.5000000000000002 82.981501350000016 53.705000000000005 25.500000000000004 38.92948375000001 30.500000000000004 55.806974650000008 53.705000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 11 5 6 -5 8 -8 -9 -3 13 15 14 -4 16 -13 -17 19 -19 -21 25 23 -23 -24 -6 27 28 29 -27
right_child=-2 2 3 4 21 -7 7 9 -10 -11 -12 12 -14 -15 -16 17 -18 18 -20 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=31.737338226102846 99.299296859580934 3822.5668994923967 17814.236775763242 -3281.4558498629503 -2415.6168082659569 871.01332172608056 54909.675720932908 -73505.919705636159 252440.23411458335 56352.339168419472 -19397.329965330071 162420.23892045455 2332.9673786668654 -15625.826649227329 -13194.099765726238 8806.2983070019854 43202.647633272063 129468.60943785921 4955.65067864913 84038.196782069048 -1032.0074970885094 26051.244720054117 2016.9757904915505 3072.7340781388662 -7626.8739647420698 67152.965147075243 -7038.6939591053178 1381.5841318293433 9952.0153286277127 -49834.893359375004
leaf_weight=2353354 1706195 935 1296 154 158354 66121 34 28 21 130 1804 33 1540 1127 416 604 85 87 158 124 161 1402 12610 2465 4586 376 1299 1592 1015 58
leaf_count=2353354 1706195 935 1296 154 158354 66121 34 28 21 130 1804 33 1540 1127 416 604 85 87 158 124 161 1402 12610 2465 4586 376 1299 1592 1015 58
internal_value=0 -64.8645 -943.925 -831.24 -1010.72 1045.64 32508.1 58384.1 130330 33339.5 -11470.9 7144.99 14414.5 -4.15684 10279.5 29275.1 76543.2 24356.6 42078 57845 35981 -1754.77 1640.57 11403.7 -554.942 -2194.34 5879.4 11397.5 22401.9 51518.6
internal_weight=0 2.61197e+06 258615 255876 250245 66488 367 213 55 158 2739 5631 2792 2839 1712 1252 118 1134 530 372 285 183757 21063 3867 17196 162694 4340 3041 1449 434
internal_count=4318164 2611969 258615 255876 250245 66488 367 213 55 158 2739 5631 2792 2839 1712 1252 118 1134 530 372 285 183757 21063 3867 17196 162694 4340 3041 1449 434
is_linear=0
shrinkage=0.1


Tree=1641
num_leaves=31
num_cat=0
split_feature=5 5 1 0 4 6 0 0 0 5 1 5 3 6 3 1 1 0 2 2 6 1 1 5 5 5 3 2 5 3
split_gain=2.80105e+12 3.87482e+13 2.93939e+13 3.21414e+13 5.03065e+13 2.69152e+13 2.64796e+13 2.4174e+13 3.08254e+13 2.35682e+13 2.89914e+13 9.32232e+13 3.79799e+13 3.9851e+13 3.61536e+13 4.02359e+13 8.3912e+13 4.22946e+13 5.39562e+13 5.01632e+13 4.01032e+13 3.4286e+13 3.31076e+13 3.32904e+13 6.18511e+13 4.83557e+13 5.06049e+13 3.90653e+13 7.85282e+13 3.3531e+13
threshold=47.005000000000003 49.010000000000012 30.102666750000001 59.904813200000007 1.5000000000000002 1.5000000000000002 60.693675950000006 45.087005000000012 44.678200800000006 53.005000000000003 37.944765900000007 52.020000000000003 36.500000000000007 1.5000000000000002 23.500000000000004 37.503486000000002 37.559851850000008 55.851332700000007 9.5000000000000018 18.500000000000004 1.5000000000000002 37.342273500000012 37.726745000000001 50.005000000000003 50.410000000000004 49.995000000000012 8.5000000000000018 5.5000000000000009 49.505000000000003 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 8 -4 10 11 12 22 -14 20 21 17 19 -19 -17 -13 -16 23 25 -25 26 27 -3 -29 -27
right_child=1 9 7 4 6 -7 -8 -9 -10 -11 -12 14 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=-82.552987231048334 -22964.731975595576 11347.868262716125 -325.29317304408573 26903.786120756176 -88142.337664211795 9324.5971467141553 -16858.246131310098 1245.73494884155 8657.0698983906004 86.596811472538946 -1577.5273568008729 -14589.561341532994 -18746.805774456523 -182384.77045454548 4107.1503854956745 194775.76457331731 8342.0626780168241 -87915.317625000011 90306.191448629135 28757.134807477676 -3742.6259290700627 -22690.76604790354 8896.3746737325328 -12955.142478470756 1700.5000555106792 9269.37061319036 -6877.863618158688 -42651.609104567309 182888.78244243423 35960.131043637826
leaf_weight=2105789 456 1383 6109 81 157 595 78 155859 10199 1778381 189501 5039 46 22 1441 52 1281 25 53 28 10534 714 8266 3232 26413 7777 4088 26 38 501
leaf_count=2105789 456 1383 6109 81 157 595 78 155859 10199 1778381 189501 5039 46 22 1441 52 1281 25 53 28 10534 714 8266 3232 26413 7777 4088 26 38 501
internal_value=0 78.5758 1513.06 -13092.8 -41057.2 -4684.85 -64482.1 1629.03 5292.26 -43.5189 -931.929 792.186 2997.16 -71688.5 -5165.98 3874.59 16822.8 85581.5 33183.9 136669 -7252.4 -4771.6 3095.35 1991.96 102.691 6046.63 -1189.12 14882.5 91263 10884.7
internal_weight=0 2.21238e+06 173534 1367 316 1051 235 172167 16308 2.03884e+06 260460 70959 51792 68 19167 3594 1439 158 78 80 15573 2155 51724 43458 29645 13813 5535 1447 64 8278
internal_count=4318164 2212375 173534 1367 316 1051 235 172167 16308 2038841 260460 70959 51792 68 19167 3594 1439 158 78 80 15573 2155 51724 43458 29645 13813 5535 1447 64 8278
is_linear=0
shrinkage=0.1


Tree=1642
num_leaves=31
num_cat=0
split_feature=2 3 5 1 0 1 0 2 1 4 1 0 0 5 1 5 5 0 5 1 4 1 0 5 1 1 5 1 0 3
split_gain=2.53892e+12 2.51347e+13 2.7893e+13 3.14053e+13 3.39344e+13 5.39729e+13 6.79361e+13 4.86544e+13 4.14035e+13 3.62768e+13 4.14646e+13 3.49175e+13 9.10678e+13 1.00061e+14 6.04055e+13 5.09972e+13 1.37626e+14 8.18013e+13 6.2205e+13 3.58146e+13 3.49225e+13 6.81467e+13 7.33987e+13 4.82994e+13 3.46609e+13 5.61307e+13 5.67764e+13 7.5456e+13 7.02244e+13 5.44854e+13
threshold=5.5000000000000009 7.5000000000000009 39.805000000000007 30.160599000000001 59.950068600000009 30.278357500000002 60.017447350000005 6.5000000000000009 30.305955500000003 5.5000000000000009 30.278357500000002 55.899899800000007 56.028355650000009 71.715000000000018 47.981192400000005 116.06000000000002 132.05000000000004 55.769960200000007 125.85000000000001 83.761389800000003 2.5000000000000004 39.694727950000008 55.795550600000006 71.00500000000001 82.911991800000024 55.912026600000011 161.85000000000002 40.810045900000013 55.784980300000008 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 -6 7 -7 -9 10 -5 15 13 -13 -15 20 17 -17 -19 24 -12 22 -22 -24 25 26 28 -28 -18 -29
right_child=1 -3 3 4 5 6 -8 8 -10 -11 11 12 -14 14 -16 16 19 18 -20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-66.010464588044414 2503.8376897029866 133.84524324625303 15930.407838660418 -47689.648247473582 38727.9236783784 -41627.89529500933 -4970.1560463386495 -220798.48606770835 -83042.934956054698 89237.334344035829 -8046.3495590422845 14816.315306197765 -271.64150276136314 196666.63631760818 23107.950579202588 -59038.517991921166 -21751.58781424581 -80316.734495192315 -293330.81163793104 114250.9466045673 29488.143574935926 -9217.3168826764195 77750.334598214293 -91806.933017113101 -66290.683777006168 87868.081564198365 82753.089017159597 -162915.8745192308 -184773.62472278229 11296.578044181035
leaf_weight=2480138 6902 1811470 699 224 116 268 386 30 80 41 9820 172 3993 65 29 275 179 26 29 26 1137 1577 21 84 81 69 112 26 31 58
leaf_count=2480138 6902 1811470 699 224 116 268 386 30 80 41 9820 172 3993 65 29 275 179 26 29 26 1137 1577 21 84 81 69 112 26 31 58
internal_value=0 89.0711 -2965.12 -4885.68 -5653.31 -24829.2 -34479.2 -64612.9 -120613 -4719.71 -4933.32 -4395.56 3502.51 60157.4 143122 -6877.88 -29715.3 -81304.3 -192633 -463.754 -5229.99 4580.8 22100.6 -57895.5 -5828.11 4482.35 -9689.12 29019.1 -45816.7 -42626.3
internal_weight=0 1.83803e+06 26556 19654 18955 880 764 378 110 18075 18034 17810 4259 266 94 13551 912 330 55 582 12639 2819 1242 105 556 475 406 196 210 84
internal_count=4318164 1838026 26556 19654 18955 880 764 378 110 18075 18034 17810 4259 266 94 13551 912 330 55 582 12639 2819 1242 105 556 475 406 196 210 84
is_linear=0
shrinkage=0.1


Tree=1643
num_leaves=31
num_cat=0
split_feature=3 0 5 0 0 2 3 5 5 1 5 5 5 0 4 5 5 0 5 3 5 5 1 5 4 0 6 5 2 1
split_gain=2.52026e+12 1.13976e+13 2.41727e+13 2.15201e+13 5.7634e+13 5.66047e+13 3.63131e+13 3.62064e+13 3.45263e+13 3.34558e+13 2.66509e+13 2.50144e+13 2.35672e+13 1.94634e+13 3.36011e+13 3.06127e+13 3.06008e+13 2.55447e+13 7.12817e+13 6.79975e+13 2.38422e+13 3.06377e+13 5.32528e+13 4.16812e+13 4.2626e+13 3.38463e+13 2.67751e+13 6.23674e+13 2.52339e+13 2.32296e+13
threshold=28.500000000000004 55.695992150000002 123.15000000000002 55.701368300000006 55.708120100000009 15.500000000000002 33.500000000000007 46.010000000000012 48.510000000000012 37.559851850000008 81.910000000000011 45.305000000000007 50.005000000000003 55.591389050000011 1.5000000000000002 46.010000000000012 39.505000000000003 55.645049100000001 39.025000000000013 31.500000000000004 84.030000000000015 52.020000000000003 37.855187800000003 45.005000000000003 1.5000000000000002 55.664473600000008 1.5000000000000002 68.00500000000001 19.500000000000004 37.726745000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 5 -5 6 9 11 -9 10 -3 -7 -10 14 15 16 -2 18 -15 -19 21 23 26 -21 -25 -24 -23 28 -28 -20
right_child=1 3 -4 4 -6 7 -8 8 12 -11 -12 -13 -14 17 -16 -17 -18 19 29 20 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=6.8935281306031628 -20178.996847359082 -136280.7235339506 102376.15794270835 94998.128536101314 -1539.6541294266899 -15725.08217670356 -14218.866789809974 130612.12008928572 -90121.013281250009 -36966.90255126953 -9864.1902157738095 -132425.2421875 21447.207827939317 -59134.221504153487 3908.8703462081048 -30300.744839093313 15630.600553080461 -29062.423668625124 95746.397452910955 12058.186745318748 47213.218907406459 -10583.900588341225 99416.079241071435 129442.41722470238 6462.4545362285544 13341.485215571651 -72517.19202398257 -201370.062484375 40125.155289273651 33525.476956312596
leaf_weight=4283289 488 81 24 62 24288 225 292 28 20 160 21 20 355 79 2661 691 467 553 73 1786 152 1069 49 63 51 675 43 25 37 337
leaf_count=4283289 488 81 24 62 24288 225 292 28 20 160 21 20 355 79 2661 691 467 553 73 1786 152 1069 49 63 51 675 43 25 37 337
internal_value=0 -846.652 2146.19 -1938.63 -1293.85 -15000.6 -38470.2 5064.55 23495 -65498.4 -110254 -25251.6 15496.9 1887.5 -3037.89 -14268.3 -2667.92 6137.03 27844.5 3779.73 8377.63 6823.39 -2162.89 15800.2 74425.1 19167 -15316.9 -63503.4 -20420.1 44603.8
internal_weight=0 34875 9323 25552 24350 1202 554 648 403 262 102 245 375 9299 4307 1646 955 4992 489 4503 3950 3798 1898 1900 114 724 1174 105 80 410
internal_count=4318164 34875 9323 25552 24350 1202 554 648 403 262 102 245 375 9299 4307 1646 955 4992 489 4503 3950 3798 1898 1900 114 724 1174 105 80 410
is_linear=0
shrinkage=0.1


Tree=1644
num_leaves=31
num_cat=0
split_feature=1 5 5 5 0 3 0 0 5 1 5 5 5 1 4 3 3 1 3 1 6 4 2 2 0 4 0 3 0 0
split_gain=2.40556e+12 1.26822e+13 2.48216e+13 2.48146e+13 2.22417e+13 2.91111e+13 6.04385e+13 2.90562e+13 2.97435e+13 2.81556e+13 2.61767e+13 8.05653e+13 7.10762e+13 5.65058e+13 5.90258e+13 7.07303e+13 7.0063e+13 4.25853e+13 3.62077e+13 3.4703e+13 4.82009e+13 4.73548e+13 2.74297e+13 2.54307e+13 6.84389e+13 5.25399e+13 3.81236e+13 3.47209e+13 3.30729e+13 3.11352e+13
threshold=82.981501350000016 59.005000000000003 58.755000000000003 61.845000000000006 55.012854300000008 16.500000000000004 54.811549550000009 55.013931500000005 94.040000000000006 84.920232800000022 114.05000000000001 110.05000000000001 128.92000000000004 83.026705000000007 4.5000000000000009 6.5000000000000009 9.5000000000000018 83.093115700000013 4.5000000000000009 82.991167100000027 1.5000000000000002 4.5000000000000009 6.5000000000000009 1.5000000000000002 55.017766000000002 2.5000000000000004 55.299834250000011 17.500000000000004 55.061033200000004 55.017766000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -6 -7 11 -8 -12 18 15 -15 -16 -17 19 20 -14 -21 -19 24 -9 26 27 28 -25 -27
right_child=1 3 -4 4 7 9 10 23 -10 -11 12 -13 13 14 16 17 -18 22 -20 21 -22 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=29.399585932335299 10.200113473639417 -3429.8314831681296 5832.2776453016149 -236.29645645259276 -5566.5514466277364 -8804.0246944085266 8087.0252883043358 11156.559254381165 -48747.907180748458 16531.790858456352 -49242.732636387715 101497.09128654235 -85083.354062500002 176078.05145474139 -105943.11844512197 141551.66304347827 86687.455625000002 -97144.809593750004 -60663.397455461454 -1795.8291856449084 87655.350051153277 -161501.07875000002 49558.267375300486 -10164.73256892274 -2411.3568368980514 -4382.9953526177678 844.80956302923937 16731.110275915114 -49007.184874180384 1574.1277678137192
leaf_weight=3738169 397993 31770 7460 34492 10395 4258 12889 6173 162 489 295 93 20 58 41 23 35 25 107 259 84 20 26 10249 9347 11592 4858 472 224 36086
leaf_count=3738169 397993 31770 7460 34492 10395 4258 12889 6173 162 489 295 93 20 58 41 23 35 25 107 259 84 20 26 10249 9347 11592 4858 472 224 36086
internal_value=0 -189.485 117.322 -902.184 -339.725 1279.48 2011.47 -1301.83 -6229.18 -6194.12 7559.22 8756.19 -8089.47 9303.38 52973.6 93394.8 -17231.7 28589 -9234.17 5133.79 54436.4 -13244.2 -22355 -643.384 2985.21 -1530.51 -6527.54 -9799.81 -10995.5 125.766
internal_weight=0 579995 405453 174542 142772 53214 48467 89558 10557 4747 13975 12982 993 698 208 132 76 74 490 383 104 279 51 79001 15520 63481 15803 10945 10473 47678
internal_count=4318164 579995 405453 174542 142772 53214 48467 89558 10557 4747 13975 12982 993 698 208 132 76 74 490 383 104 279 51 79001 15520 63481 15803 10945 10473 47678
is_linear=0
shrinkage=0.1


Tree=1645
num_leaves=31
num_cat=0
split_feature=5 5 1 0 4 0 0 1 1 5 1 0 2 4 0 6 1 1 3 3 5 1 4 3 3 1 5 1 1 3
split_gain=2.47093e+12 3.13246e+13 2.3871e+13 2.60777e+13 4.07694e+13 2.19451e+13 4.78852e+13 4.99533e+13 4.78767e+13 4.56636e+13 6.1537e+13 6.78978e+13 4.06505e+13 3.61923e+13 3.3154e+13 3.44426e+13 5.46021e+13 5.62998e+13 6.96816e+13 5.82182e+13 5.19668e+13 4.89761e+13 6.81171e+13 4.871e+13 7.31655e+13 5.32739e+13 5.20357e+13 6.84346e+13 6.24132e+13 6.54706e+13
threshold=47.005000000000003 49.010000000000012 30.102666750000001 59.904813200000007 1.5000000000000002 59.896318000000008 58.242297500000006 33.101335500000005 37.889331900000009 38.010000000000012 30.468306550000005 59.609407350000005 19.500000000000004 4.5000000000000009 59.916647550000008 1.5000000000000002 30.502469200000004 30.305955500000003 20.500000000000004 10.500000000000002 44.905000000000008 30.434657650000002 1.5000000000000002 8.5000000000000018 15.500000000000002 30.305955500000003 42.895000000000003 30.451272450000005 30.434657650000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 -1 9 -9 -8 11 -11 13 14 15 23 17 -17 19 -19 -20 22 -21 25 -25 -7 -26 28 29 -28
right_child=1 -3 -4 4 -6 12 7 8 -10 10 -12 -13 -14 -15 -16 16 -18 18 20 21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-69.706668862269638 -4225.3418847284129 -35.977406398859905 1468.0813925460379 24193.175949435765 -58075.489660280924 106673.55815987295 427.25487488676902 -41404.009345439714 -8503.6110846515021 19879.393059660433 6178.5044953523129 -7861.1135147648838 -5752.7920569231374 104629.42977366729 949.75792344564252 -6623.7801688939398 -2334.5200877164739 13755.613611046301 -8718.8228484532901 69898.952392353109 127277.78965517241 25545.978666122217 -21166.106994986028 -19128.661759331553 436.71492507975483 15247.319244935919 135351.62135170991 -1161.9242260131837 140733.72152724848 7784.6415463019284
leaf_weight=1879579 1051 2038841 172167 81 235 81 38248 475 6426 917 4292 23331 8242 34 130408 950 2413 1929 903 651 29 1159 94 1743 2984 299 53 300 82 167
leaf_count=1879579 1051 2038841 172167 81 235 81 38248 475 6426 917 4292 23331 8242 34 130408 950 2413 1929 903 651 29 1159 94 1743 2984 299 53 300 82 167
internal_value=0 73.8003 1363.57 -11798.8 -36987.6 -77.5358 -167.744 -2668.37 -10768.2 -1831.44 -4858.45 -6812.04 1077.72 1467.91 1443.6 6097.84 10279.2 15605 20036.7 25999.7 -4487.17 38404.6 58408.9 144.8 -2321.79 34735.5 5847.3 32666.5 66271 38516.7
internal_weight=0 2.21238e+06 173534 1367 316 2.10579e+06 1.95327e+06 73689 6901 66788 28540 24248 152521 144279 144245 13837 8128 5715 4765 3833 932 1904 745 5709 5329 380 3586 602 302 220
internal_count=4318164 2212375 173534 1367 316 2105789 1953268 73689 6901 66788 28540 24248 152521 144279 144245 13837 8128 5715 4765 3833 932 1904 745 5709 5329 380 3586 602 302 220
is_linear=0
shrinkage=0.1


Tree=1646
num_leaves=31
num_cat=0
split_feature=5 5 0 1 2 4 1 3 3 3 1 0 1 0 0 0 3 1 3 1 0 0 3 3 0 0 0 1 0 1
split_gain=2.33829e+12 1.46281e+13 2.6299e+13 3.87002e+13 5.05e+13 2.88068e+13 8.06974e+13 4.2782e+13 4.52712e+13 3.56095e+13 4.36179e+13 5.94318e+13 5.79717e+13 4.1978e+13 3.00088e+13 2.63426e+13 3.8367e+13 2.85107e+13 2.46834e+13 2.37539e+13 4.92341e+13 2.9829e+13 2.33163e+13 2.90275e+13 4.2132e+13 8.14722e+13 3.9881e+13 2.61662e+13 8.17469e+13 5.98935e+13
threshold=89.00500000000001 90.015000000000015 55.043101600000007 65.565203050000022 2.5000000000000004 2.5000000000000004 65.520339550000017 6.5000000000000009 8.5000000000000018 10.500000000000002 37.620907050000007 55.860536450000005 37.832345550000007 55.762622900000004 57.641335050000002 55.801980100000009 9.5000000000000018 30.370618100000005 14.500000000000002 30.160599000000001 59.853570100000006 57.117834900000013 24.500000000000004 20.500000000000004 55.68356880000001 55.727011600000004 55.591389050000011 30.323743050000001 59.853570100000006 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 19 6 7 -6 14 15 11 13 -12 -11 -9 -10 17 -17 -8 20 -4 -21 23 27 26 -26 -25 28 -7 -29
right_child=1 -3 3 -5 5 22 18 8 9 10 12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=17.077626758573395 1165.1629646804813 -74.465498620357906 -42653.229610770097 -20668.669548537 -86485.057473958339 91434.089202008938 182834.70421875 3124.7074519230773 7921.5043083639703 -60687.280510305849 111017.98275240386 391.51855840773811 -8778.7522563449584 -219044.07872596156 161813.67045454547 23443.084494707662 -170620.50453491212 -107387.55237630208 47858.016071428574 -10457.11184114219 152533.30888671876 -38051.168265664171 -13035.687905614186 16279.62396673387 -181647.83839843751 24080.810575905369 170043.95812922297 153349.00046296298 -38207.845445160739 3898.5739834955589
leaf_weight=4097479 8124 202686 28 1616 105 56 20 26 34 47 52 105 181 26 22 31 40 36 42 1005 24 642 815 31 20 513 37 27 370 3924
leaf_count=4097479 8124 202686 28 1616 105 56 20 26 34 47 52 105 181 26 22 31 40 36 42 1005 24 642 815 31 20 513 37 27 370 3924
internal_value=0 -317.082 -3049.18 -6516.24 -3747.1 232.381 -17979.3 -27598.4 -17293.2 -25393.2 -10516.7 -47788.4 17957 -117088 75857.1 -68756.8 -93121.8 -46854 91398.9 -19112.3 47432.9 -21213.3 2643.63 5210.65 25818.3 16361.2 99945.5 2381.04 -21165.7 4919.88
internal_weight=0 220685 17999 9875 8259 6560 767 705 600 552 411 178 233 73 48 141 107 67 62 1699 52 1647 5793 4978 601 533 68 4377 426 3951
internal_count=4318164 220685 17999 9875 8259 6560 767 705 600 552 411 178 233 73 48 141 107 67 62 1699 52 1647 5793 4978 601 533 68 4377 426 3951
is_linear=0
shrinkage=0.1


Tree=1647
num_leaves=31
num_cat=0
split_feature=5 3 3 1 1 1 0 1 4 1 1 0 0 0 1 1 6 5 4 5 4 5 1 6 2 2 5 1 1 0
split_gain=2.31378e+12 1.75599e+13 6.09843e+13 8.50624e+13 3.49073e+14 2.7149e+14 2.04025e+14 2.10246e+14 1.16e+14 9.30965e+13 8.73376e+13 2.16304e+14 1.81867e+14 8.59968e+13 8.51808e+13 8.31747e+13 7.42398e+13 7.2946e+13 1.14552e+14 7.24696e+13 6.99397e+13 6.46595e+13 6.07337e+13 5.45166e+13 5.32924e+13 6.83212e+13 7.01415e+13 2.81607e+14 4.05915e+14 5.40478e+13
threshold=54.035000000000004 15.500000000000002 14.500000000000002 37.642309100000013 37.855187800000003 37.615058950000012 55.674875350000008 37.692869000000009 4.5000000000000009 37.777459000000007 38.233559750000005 55.695992150000002 55.795550600000006 55.751981950000008 37.889331900000009 39.614024000000008 1.5000000000000002 77.715000000000018 1.5000000000000002 132.05000000000004 2.5000000000000004 101.05000000000001 37.712318250000003 1.5000000000000002 10.500000000000002 13.500000000000002 69.610000000000014 30.362552800000003 30.332994000000003 55.455204450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 8 21 -8 17 20 11 -6 13 -13 -14 -12 -7 18 -4 -10 22 -5 -9 -19 29 26 -26 28 -28 -20
right_child=1 -3 3 4 10 16 7 9 19 -11 15 12 14 -15 -16 -17 -18 23 24 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-59.161847052316581 195.32491539556111 -382.6477176668584 -59634.815751329792 18767.654167087436 29076.787625784549 -66713.602264069297 -22111.4185106982 251688.81830357143 -194384.70400390626 73700.044118542617 23199.847348404219 -45467.618964151705 92680.228706498587 -126600.8948710502 -23506.712836322869 3468.4220719313107 32442.401416015626 -19934.031002198557 -31786.663434070724 28342.034821428577 236475.70482047871 122244.35334134617 106736.55107333633 5958.2655076497394 24389.663996147192 1783.7323917616723 104850.65709510217 19015.756042480469 575139.8169270833 8201.2056659329319
leaf_weight=2611969 1141155 537242 235 851 562 747 111 35 48 178 2670 254 88 269 223 10689 84 1894 367 21 94 65 166 1425 1165 921 78 256 24 4278
leaf_count=2611969 1141155 537242 235 851 562 747 111 35 48 178 2670 254 88 269 223 10689 84 1894 367 21 94 65 166 1425 1165 921 78 256 24 4278
internal_value=0 90.5693 308.056 4935.87 9597.39 -1628.55 55558.3 101747 2642.98 130813 4924.99 -18874.9 -51187.7 -87197.7 9369.33 7412.05 -56690.6 3480.87 9053.99 -126598 165275 26110.4 131977 -8817.27 11331 23284.2 36286.1 74999.3 215507 5041.78
internal_weight=0 1.7062e+06 1.16895e+06 27798 16255 11543 1500 584 10712 473 14755 1396 834 523 311 13359 831 10643 7324 69 295 916 201 3319 7089 2444 1523 358 102 4645
internal_count=4318164 1706195 1168953 27798 16255 11543 1500 584 10712 473 14755 1396 834 523 311 13359 831 10643 7324 69 295 916 201 3319 7089 2444 1523 358 102 4645
is_linear=0
shrinkage=0.1


Tree=1648
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 0 4 0 5 5 0 0 2 2 0 5 3 3 2 1 1 5 2 3 3 2 2 5 3 1
split_gain=2.40947e+12 1.21702e+13 5.09709e+13 1.1163e+14 1.19899e+14 7.44813e+13 7.11542e+13 6.47298e+13 6.34475e+13 8.0882e+13 5.82203e+13 1.78327e+14 4.53885e+13 5.44019e+13 4.17637e+13 4.0338e+13 8.06892e+13 5.50006e+13 3.84927e+13 6.23553e+13 6.08619e+13 4.70829e+13 3.79426e+13 3.95448e+13 3.77283e+13 3.59158e+13 5.33574e+13 6.28067e+13 1.81771e+14 5.5892e+13
threshold=100.05000000000001 30.502469200000004 37.275078000000001 54.648549400000007 7.5000000000000009 54.484631300000011 3.5000000000000004 53.204054050000003 107.05000000000001 150.04500000000004 55.701368300000006 55.812836050000008 15.500000000000002 13.500000000000002 55.416472000000006 112.04500000000002 4.5000000000000009 5.5000000000000009 1.5000000000000002 30.388336800000001 30.451272450000005 120.05000000000001 5.5000000000000009 20.500000000000004 12.500000000000002 1.5000000000000002 2.5000000000000004 123.15000000000002 13.500000000000002 36.585378200000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 3 5 10 7 8 12 22 -10 14 15 13 25 -5 17 -17 -12 19 24 21 -21 -6 -24 -2 -3 27 29 -29 -27
right_child=1 2 -4 4 6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=12.564804940719775 15926.712909396083 -43802.923664933922 -357.5628323337894 22458.01416015625 -8149.978358121889 56250.972842187504 -15824.636597155006 -62195.109326774698 -109698.97223337433 44512.212088815795 311735.98608630954 -8280.9860926958409 111764.87378700658 -66583.080123873879 -70670.144171401524 -89632.291051136373 129551.65924295774 94147.206865985587 782.91989297062582 205236.21908482144 -51311.224381510423 60256.427970377605 -73258.749405786555 39164.632075892856 -87029.183783783796 -58464.865000000005 3561.2473946191722 2817.8423828125001 381448.74445684528 80811.156778492659
leaf_weight=4199349 936 137 96251 68 226 250 565 162 324 38 21 667 38 111 165 22 71 26 16530 42 24 48 295 35 37 50 1555 32 21 68
leaf_count=4199349 936 137 96251 68 226 250 565 162 324 38 21 667 38 111 165 22 71 26 16530 42 24 48 295 35 37 50 1555 32 21 68
internal_value=0 -444.085 -866.358 -10765.7 -25489.8 4559.71 -43745.4 -1384.55 -60929.7 -93511.1 542.013 13255.4 3511.73 1427.83 -43491.1 115861 77701.7 191368 1981.59 20209.8 90182.1 127914 -39716.7 -61335.1 12011.6 5480 9391.8 62412.3 152841 21795.9
internal_weight=0 118815 101198 4947 2523 2424 1483 2174 918 362 1040 807 2012 1974 233 140 93 47 17617 1087 114 90 556 330 973 1863 1726 171 53 118
internal_count=4318164 118815 101198 4947 2523 2424 1483 2174 918 362 1040 807 2012 1974 233 140 93 47 17617 1087 114 90 556 330 973 1863 1726 171 53 118
is_linear=0
shrinkage=0.1


Tree=1649
num_leaves=31
num_cat=0
split_feature=2 1 1 3 0 0 1 5 4 1 0 0 0 0 2 3 5 0 1 5 5 6 5 5 1 0 5 0 3 0
split_gain=2.3601e+12 2.4321e+13 5.68236e+13 9.17008e+13 1.13558e+14 1.04505e+14 1.02315e+14 8.84976e+13 8.63221e+13 9.14392e+13 1.08724e+14 1.71106e+14 1.02391e+14 1.42732e+14 9.02109e+13 9.7877e+13 9.12406e+13 1.0348e+14 9.02935e+13 8.46909e+13 8.34674e+13 8.13149e+13 9.82423e+13 7.78596e+13 7.35375e+13 1.24776e+14 7.251e+13 7.22578e+13 1.60228e+14 7.89254e+13
threshold=5.5000000000000009 37.777459000000007 37.615058950000012 10.500000000000002 55.591389050000011 55.535913550000011 37.752451500000006 54.410000000000004 2.5000000000000004 37.712318250000003 55.801980100000009 55.812836050000008 55.777112100000004 55.674875350000008 1.5000000000000002 8.5000000000000018 62.385000000000012 55.899899800000007 37.620907050000007 53.705000000000005 71.715000000000018 1.5000000000000002 68.52500000000002 65.50500000000001 37.726745000000001 55.56564190000001 76.00500000000001 55.628356700000005 13.500000000000002 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 24 -4 9 14 12 -12 13 -11 -9 16 -16 18 -18 -6 -17 -15 -23 -19 26 -26 -7 28 -21 -29
right_child=-2 -3 3 4 19 6 -8 8 -10 10 11 -13 -14 21 15 20 17 23 -20 27 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-241.07612187544183 85.877113674903597 95.320098868699404 -3187.1633705139229 -196.01954122065189 -1238.6845176027393 -16170.409250074817 -75998.92048302466 -51431.342096543849 -6644.9311942278728 -19490.379805663124 -146651.30325756836 -39316.580464518796 33815.643552905451 -237994.09633928572 -4405.6789521544952 -19726.795830839426 150783.5931475106 341206.33687500004 17910.067353057861 -33834.602931295012 -143851.98829793296 -95426.390358218123 112836.298375 80885.957175925927 -34378.012087890624 128890.65601681797 -67467.147262140032 -879.01190230946838 60092.165777524227 16533.495686035396
leaf_weight=433316 1838026 1971987 27833 4001 15364 2108 347 399 8097 1559 200 577 274 35 786 558 59 20 384 243 60 241 25 27 100 88 317 5270 719 5144
leaf_count=433316 1838026 1971987 27833 4001 15364 2108 347 399 8097 1559 200 577 274 35 786 558 59 20 384 243 60 241 25 27 100 88 317 5270 719 5144
internal_value=0 -63.6434 -680.535 -3225.12 642.224 -10734.9 -24980.2 -6393.64 -13103.3 -23152.1 -34916.7 -66944.6 -23255.2 -31662.4 -8216.7 887.123 16707.6 50575 35606.5 3603.93 -31777.8 -94706.5 -75852.8 191661 -18205 42045.6 -22876 10144.2 36366.4 7721.9
internal_weight=0 2.48014e+06 508151 74835 33701 6961 2960 41134 13301 5204 2911 777 2134 1860 2293 1894 1276 490 443 26740 618 301 266 47 2613 188 2425 11376 962 10414
internal_count=4318164 2480138 508151 74835 33701 6961 2960 41134 13301 5204 2911 777 2134 1860 2293 1894 1276 490 443 26740 618 301 266 47 2613 188 2425 11376 962 10414
is_linear=0
shrinkage=0.1


Tree=1650
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 3 1 3 0 5 1 0 1 0 3 0 5 1 3 0 4 6 0 1 3 5 4 0
split_gain=2.84707e+12 2.40135e+13 2.86779e+13 9.06057e+13 4.31639e+13 5.17257e+13 8.3611e+13 3.77658e+13 8.50164e+13 4.54879e+13 5.09677e+13 4.38844e+13 4.68279e+13 3.39355e+13 1.54566e+14 9.32024e+13 7.06736e+13 1.00322e+14 6.48699e+13 5.94269e+13 7.74115e+13 5.93719e+13 5.34063e+13 4.94213e+13 4.23724e+13 3.93021e+13 3.86911e+13 3.79394e+13 3.63851e+13 3.36477e+13
threshold=38.633372000000001 38.096381250000007 55.455204450000004 55.576287050000012 73.995000000000019 55.777112100000004 17.500000000000004 13.500000000000002 38.422276900000007 16.500000000000004 54.484631300000011 97.050000000000011 38.422276900000007 55.851332700000007 38.233559750000005 56.367862600000002 5.5000000000000009 56.320495600000008 109.05000000000001 38.422276900000007 14.500000000000002 56.281985950000006 2.5000000000000004 1.5000000000000002 55.87722990000001 38.151577750000008 9.5000000000000018 76.730000000000018 2.5000000000000004 55.851332700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 29 6 -6 11 -9 -10 -11 12 -3 -7 16 19 -15 18 27 20 21 -16 -22 -19 -21 -25 -27 -18 -28 -5
right_child=-2 2 3 4 5 13 -8 8 9 10 -12 -13 -14 14 15 -17 17 23 -20 24 22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=23.910663095013678 -52.972441815675531 682.73605539668188 15758.064115603789 -2149.9521588582274 44449.503027769271 -15014.183616672864 -12021.935794341793 -4570.7500341719124 41747.514767426619 61309.235471270164 263080.11324404762 -36579.573657026995 -13072.964212406587 38103.843277539061 125862.61230061849 -27321.246463660042 23269.151763091217 164083.39812500001 -149096.17944711537 80901.196993771126 170456.64880468752 300105.70104166667 -11835.87060763889 34084.173023399395 -9799.3886372626584 32665.694010416672 16281.96216837565 -57093.529611430924 -89466.360113706687 3754.8711367863357
leaf_weight=1222775 3029015 14646 5192 19432 918 704 367 628 311 31 21 367 2978 250 48 99 74 20 65 148 25 33 45 213 79 75 48 285 101 19171
leaf_count=1222775 3029015 14646 5192 19432 918 704 367 628 311 31 21 367 2978 250 48 99 74 20 65 148 25 33 45 213 79 75 48 285 101 19171
internal_value=0 124.465 1976.93 3292.44 1758.75 12235.9 28321.1 -1307.47 17697.6 56222.4 142794 -2354.32 -1641.62 3295.87 11312.2 59052.7 -8822.35 -22138.5 -57172.1 81674.4 130289 196851 53268.6 10365.3 49335.8 3330.18 -25913.6 -40528.5 -55399.8 782.498
internal_weight=0 1.28915e+06 66374 47392 42200 3597 1285 18982 991 363 52 17991 17624 2312 1608 477 1131 881 424 378 151 81 70 457 227 437 224 359 149 38603
internal_count=4318164 1289149 66374 47392 42200 3597 1285 18982 991 363 52 17991 17624 2312 1608 477 1131 881 424 378 151 81 70 457 227 437 224 359 149 38603
is_linear=0
shrinkage=0.1


Tree=1651
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 5 1 0 0 0 1 0 3 5 0 5 3 0 0 1 0 0 5 6 0 3 3 1
split_gain=2.48988e+12 4.94729e+13 1.63907e+14 2.20676e+14 1.91832e+14 1.47972e+14 1.3147e+14 9.36663e+13 1.0619e+14 9.23981e+13 9.23715e+13 2.33049e+14 9.20159e+13 2.60765e+14 1.29034e+14 9.13193e+13 9.02982e+13 1.7471e+14 1.01663e+14 8.51992e+13 1.84357e+14 1.57396e+14 2.46809e+14 2.324e+14 1.38492e+14 9.66749e+13 9.59671e+13 9.40938e+13 1.06418e+14 9.20129e+13
threshold=37.855187800000003 37.777459000000007 55.674875350000008 55.455204450000004 55.826364100000013 7.5000000000000009 55.657530000000008 49.505000000000003 37.792847950000002 55.576287050000012 55.784980300000008 55.793358600000012 37.832345550000007 55.812836050000008 10.500000000000002 89.00500000000001 56.009576300000013 58.305000000000007 13.500000000000002 55.769960200000007 55.777112100000004 37.832345550000007 55.745923000000012 55.719391050000006 71.00500000000001 1.5000000000000002 55.755036050000008 9.5000000000000018 11.500000000000002 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 15 9 8 -7 -5 19 -12 14 -14 -13 -4 -6 -18 -19 21 25 22 27 -23 -24 -21 -26 -9 -29 -22
right_child=-2 2 4 6 16 7 -8 10 -10 -11 11 12 13 -15 -16 -17 17 18 -20 20 29 23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-18.432282545788794 -44.094254286323576 2580.1931704714098 32797.62559442233 -25558.389466226057 -7061.2645749439444 -18084.363817213049 -6551.3065063039166 -35821.887164041276 9427.7183831874027 -68053.809024013375 177879.00512526941 3769.0768865304972 -56926.915623584697 167109.86324462891 77774.75545441515 149288.66214051176 -1238.4418806623371 10703.596925626329 81093.474753218674 -139018.19606704061 -105814.5987002841 124626.36493167105 48924.076488934021 22423.702908691408 313456.92829861114 -33266.115219770822 102674.59358362269 111051.29527138158 2407.3886898094684 28156.819002944238
leaf_weight=1038042 3229263 15399 2722 1845 8808 1789 3035 667 6501 708 116 415 276 64 545 69 2422 353 490 117 55 321 377 725 36 331 54 95 1769 755
leaf_count=1038042 3229263 15399 2722 1845 8808 1789 3035 667 6501 708 116 415 276 64 545 69 2422 353 490 117 55 321 377 725 36 331 54 95 1769 755
internal_value=0 130.767 3175.95 -3596.9 7934.31 14534.2 -20619.3 10602.2 3490.55 -37343.3 19378.1 42068.2 29949.7 -14755.3 45782.7 35677.6 -1795.82 12408.8 51618.2 13318.2 -9409.87 20388.4 8735.36 53788 75531.6 -60884.4 186988 -3589.35 7944.5 19060
internal_weight=0 1.0889e+06 50859 20987 29872 17799 5588 15008 8290 2553 6718 1416 1300 340 960 2791 12073 3265 843 5302 1258 4044 2998 1046 467 448 90 2531 1864 810
internal_count=4318164 1088901 50859 20987 29872 17799 5588 15008 8290 2553 6718 1416 1300 340 960 2791 12073 3265 843 5302 1258 4044 2998 1046 467 448 90 2531 1864 810
is_linear=0
shrinkage=0.1


Tree=1652
num_leaves=31
num_cat=0
split_feature=5 5 5 1 1 5 0 4 2 3 3 0 0 0 3 0 0 1 0 0 1 3 1 3 1 1 1 1 0 2
split_gain=2.56312e+12 1.74958e+13 2.73736e+13 1.2387e+14 3.64819e+13 4.80055e+13 3.48315e+13 4.98695e+13 1.25129e+14 5.17945e+13 5.0482e+13 4.78917e+13 5.55625e+13 4.36276e+13 3.99561e+13 4.85546e+13 3.67657e+13 3.49704e+13 3.47714e+13 3.23969e+13 3.07243e+13 3.73474e+13 2.91219e+13 2.81366e+13 6.56909e+13 2.77515e+13 3.11905e+13 3.99972e+13 3.73339e+13 2.70542e+13
threshold=64.020000000000024 63.455000000000005 63.805000000000007 38.151577750000008 83.006817700000013 63.855000000000011 55.017213950000006 2.5000000000000004 19.500000000000004 15.500000000000002 18.500000000000004 55.806974650000008 55.56564190000001 55.801980100000009 11.500000000000002 55.885524800000006 55.719391050000006 30.259484550000003 55.793358600000012 55.812836050000008 37.328003200000005 22.500000000000004 30.226173900000003 8.5000000000000018 30.323743050000001 37.752451500000006 37.487839250000007 37.620907050000007 55.946414150000003 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 23 6 29 -4 9 10 -8 14 12 -12 18 17 -16 -14 22 20 -15 -11 -22 -9 -3 -25 26 28 -28 -21 -6
right_child=-2 2 4 -5 5 -7 7 8 -10 13 11 -13 16 19 15 -17 -18 -19 -20 25 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=6.9026507236188017 -145.31558361376764 -26235.46286969331 -449.22974860140505 14717.895023463854 -9573.6039860889668 1472.2577802791998 14406.364755849678 24720.764416037397 206711.37306034483 42563.569667248848 35018.620862676056 -7400.5768971646776 261601.14375000002 -62997.800164675253 -33349.743978506798 5327.9213670226018 80420.197693452385 -739.65214027132754 66002.494452759929 -35991.319944254559 -1047.9386522100879 30517.756855147585 128063.45367542615 29940.815016646393 -9076.5287395814503 -17228.155321486451 84567.059051574106 1494.2836626838236 6685.2943880403582 -30463.2911356363
leaf_weight=3297496 947470 652 32563 6652 2450 3988 7174 157 29 234 71 89 24 102 830 533 21 7979 107 264 2064 458 33 501 3111 1128 101 136 917 830
leaf_count=3297496 947470 652 32563 6652 2450 3988 7174 157 29 234 71 89 24 102 830 533 21 7979 107 264 2064 458 33 501 3111 1128 101 136 917 830
internal_value=0 40.8468 1570 6189.19 760.404 -5898.25 1640.09 4670.45 -700.94 8805.81 -1318.68 47780.1 90117 1515.22 -2374.63 -18224.9 177050 269.993 10072.1 -7736.38 7900.6 4684.45 42669.8 -7115.91 -3664.65 -5522.45 3789.28 36896.6 -2854.61 -14859.7
internal_weight=0 3.37069e+06 73198 10916 62282 7268 55014 22451 9766 12685 9737 205 116 5511 9532 1363 45 8169 2863 2648 2756 2522 190 4264 3612 2546 1418 237 1181 3280
internal_count=4318164 3370694 73198 10916 62282 7268 55014 22451 9766 12685 9737 205 116 5511 9532 1363 45 8169 2863 2648 2756 2522 190 4264 3612 2546 1418 237 1181 3280
is_linear=0
shrinkage=0.1


Tree=1653
num_leaves=31
num_cat=0
split_feature=3 0 4 1 5 3 1 1 5 5 1 1 5 5 5 0 4 0 1 0 0 1 1 5 5 0 0 5 5 0
split_gain=2.30252e+12 1.87013e+13 2.28637e+13 2.21646e+13 2.41278e+13 2.6391e+13 3.70976e+13 5.18109e+13 4.09231e+13 3.41625e+13 2.66432e+13 4.30205e+13 2.88316e+13 2.82122e+13 2.48517e+13 2.30758e+13 2.30214e+13 2.09856e+13 1.96103e+13 6.11634e+13 9.33411e+13 8.08909e+13 9.30726e+13 6.00276e+13 3.7632e+13 3.4248e+13 5.56519e+13 4.39249e+13 4.55153e+13 3.89445e+13
threshold=3.5000000000000004 57.814144100000007 6.5000000000000009 82.837870700000011 47.005000000000003 2.5000000000000004 82.95335685000002 82.926290250000008 120.05000000000001 95.020000000000024 83.053286850000021 83.015546400000019 225.45000000000002 58.305000000000007 86.02500000000002 50.565831500000009 2.5000000000000004 48.713222300000005 37.971176850000006 55.551692500000009 55.535913550000011 37.542000650000013 37.342273500000012 56.505000000000003 43.605000000000011 55.762622900000004 55.745923000000012 75.015000000000015 110.05000000000001 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 -5 -6 7 8 9 -7 11 13 15 -8 -9 17 -13 -12 19 20 -1 22 -22 -23 -24 26 27 -21 -29 -27
right_child=-2 2 -4 4 5 6 10 14 -10 -11 12 16 -14 -15 -16 -17 -18 -19 -20 25 21 23 24 -25 -26 29 -28 28 -30 -31
leaf_value=974.89885926655961 -17.874448218672445 -2386.1288908123815 -106779.18430059525 439.54081961283646 -1183.754454587651 -18364.43212167453 29343.807606360871 -64621.189307037603 123163.9659375 -144541.34718905363 -10151.600651921453 13569.14930677817 108989.3996875 -10224.751488152453 -177871.1456521739 -12615.169779977587 90710.933036534931 95651.655211759877 1354.9026824504394 -7544.3793695452259 20413.135252808992 9677.806945570459 80864.115529614835 -193644.0593652344 178490.34456335616 39107.752385602675 -62777.002946965142 -83448.201524939912 24582.275610351564 -6104.8444717175225
leaf_weight=13479 4074053 21933 21 18505 7293 871 236 123 20 22 37 71 20 762 23 3437 85 38 167680 1574 178 53 86 20 73 196 260 156 52 6807
leaf_count=13479 4074053 21933 21 18505 7293 871 236 123 20 22 37 71 20 762 23 3437 85 38 167680 1574 178 53 86 20 73 196 260 156 52 6807
internal_value=0 298.313 -2485.99 573.463 -1881.96 -5176.89 -10246 -27149.7 -18304.5 -21472.9 -6425.88 6765.79 -10736 -867.858 -82461.9 -11417.8 55601.5 43455.4 979.788 -1762.83 2404.66 49409 70082 -46026.8 125686 -8162.2 -19557.5 -13251.7 -56440.6 -4839.43
internal_weight=0 244111 21954 222157 31543 13038 5745 1059 913 893 4686 1154 3532 998 146 3512 156 75 190614 22934 13889 410 337 73 159 9045 2042 1782 208 7003
internal_count=4318164 244111 21954 222157 31543 13038 5745 1059 913 893 4686 1154 3532 998 146 3512 156 75 190614 22934 13889 410 337 73 159 9045 2042 1782 208 7003
is_linear=0
shrinkage=0.1


Tree=1654
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 0 0 5 5 1 0 0 4 1 0 5 0 0 0 5 5 1 0 1 5 3 1 3
split_gain=2.35212e+12 4.03126e+13 1.33134e+14 1.78639e+14 1.55213e+14 1.19946e+14 1.06394e+14 8.49417e+13 9.28455e+13 1.50019e+14 7.62941e+13 8.60138e+13 7.53173e+13 1.88477e+14 7.46619e+13 7.70536e+13 2.6039e+14 1.52478e+14 9.89477e+13 1.08132e+14 1.60665e+14 1.09017e+14 9.34456e+13 1.89683e+14 1.00125e+14 1.85794e+14 1.26589e+14 9.88275e+13 1.50503e+14 1.00471e+14
threshold=37.855187800000003 37.777459000000007 55.674875350000008 55.455204450000004 55.826364100000013 7.5000000000000009 55.657530000000008 56.635684300000008 56.009576300000013 58.305000000000007 49.505000000000003 37.792847950000002 55.784980300000008 55.793358600000012 1.5000000000000002 37.832345550000007 55.719391050000006 68.52500000000002 55.708120100000009 55.769960200000007 55.745923000000012 71.715000000000018 81.910000000000011 37.792847950000002 55.719391050000006 37.792847950000002 68.52500000000002 9.5000000000000018 37.792847950000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5 8 -6 -10 11 -7 14 -14 -12 18 -17 -18 -16 20 22 -22 24 -24 25 -20 27 -26 -29 -30
right_child=-2 2 4 6 7 10 -8 -9 9 -11 12 -13 13 -15 15 16 17 -19 19 -21 21 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=-7.5821800269915034 -42.857101766775749 2329.5834183081492 32137.15243071437 -33588.327813194745 -6326.5646281156842 -16274.830318922381 -5888.1759558203512 -125578.13812500001 783.0990832550292 50176.469812320945 -47926.224604492192 8486.0436772167086 160105.01828739562 27071.836241286059 -42143.500597006852 112174.12009459879 38056.132060268523 -23582.409278934367 70161.386775101812 -70326.661154513888 46075.608883287583 169909.12061989526 -20524.126515151514 153960.19210805086 -58609.703461894453 -35501.613022218531 -87731.589307914415 -20588.253568731292 120569.93021911984 -18502.917623697918
leaf_weight=1038042 3229263 15399 2791 2553 8808 1789 3035 55 2381 829 200 6501 116 1300 397 321 1024 660 406 153 370 88 132 118 249 282 230 428 169 75
leaf_count=1038042 3229263 15399 2791 2553 8808 1789 3035 55 2381 829 200 6501 116 1300 397 321 1024 660 406 153 370 88 132 118 249 282 230 428 169 75
internal_value=0 127.098 2875.94 -3228.11 7164.43 13101.1 -18543.6 -1587.87 -1020.43 13539.2 9560.99 3142.59 17481.3 37970 12009.4 14358.9 29632.4 13898.5 4470.77 11324.8 16229.6 69868.9 4469.57 61832.5 -3328.54 26851.8 -21368.6 -4795.86 15144.1 77822.1
internal_weight=0 1.0889e+06 50859 20987 29872 17799 5588 12073 12018 3210 15008 8290 6718 1416 5302 5102 2005 1684 3097 2700 2547 458 2089 250 1839 688 1151 921 672 244
internal_count=4318164 1088901 50859 20987 29872 17799 5588 12073 12018 3210 15008 8290 6718 1416 5302 5102 2005 1684 3097 2700 2547 458 2089 250 1839 688 1151 921 672 244
is_linear=0
shrinkage=0.1


Tree=1655
num_leaves=31
num_cat=0
split_feature=0 0 1 3 6 1 3 3 1 3 1 3 5 5 5 5 3 0 1 3 0 3 1 1 0 6 3 2 5 0
split_gain=2.42654e+12 1.90995e+13 3.86786e+13 3.62587e+13 8.04706e+13 4.83476e+13 6.02667e+13 8.2301e+13 4.07187e+13 9.44636e+13 5.28458e+13 8.83394e+13 8.45433e+13 1.18916e+14 7.3606e+13 1.28479e+14 5.82605e+13 5.82407e+13 5.84276e+13 8.92971e+13 5.85385e+13 5.1144e+13 6.96198e+13 6.64464e+13 4.76529e+13 4.19411e+13 6.69825e+13 4.04975e+13 8.39893e+13 4.21825e+13
threshold=56.758269450000007 56.895161300000005 61.284352600000013 15.500000000000002 1.5000000000000002 60.648383500000008 20.500000000000004 24.500000000000004 60.611165000000007 14.500000000000002 60.55755580000001 9.5000000000000018 112.04500000000002 107.05000000000001 95.020000000000024 96.015000000000015 6.5000000000000009 56.791364150000007 59.76223980000001 4.5000000000000009 56.782419000000012 9.5000000000000018 35.911716050000003 52.395917250000004 56.791364150000007 1.5000000000000002 8.5000000000000018 2.5000000000000004 104.75000000000001 56.838612000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -7 -8 10 -10 17 12 13 -12 -13 -16 -15 18 -2 -20 -21 22 -19 -24 -11 26 -14 28 -17 -29
right_child=1 -3 -4 4 -6 6 7 -9 9 24 11 14 25 16 15 27 -18 21 19 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-38.979898215467699 -6706.6414438927604 -68.876826767700152 -12447.065607960161 5234.8242836229219 -4206.8690699360222 16964.664010179644 -24232.755082004034 654.67131484610309 4850.6742426442188 -10586.381583285551 -5938.3846182435254 3202.9824885717821 -70510.113373161759 7268.5570312500004 245766.32223074778 120793.34259259258 222363.2066865809 29306.091428272386 51563.132190518772 28955.95797909598 5925.6787942749434 -3801.034021752439 -31255.87335841043 3545.8504839869211 63901.504610339507 -76514.220788524806 150450.4520380435 19280.740959734958 -84531.719891036191 70484.770790245719
leaf_weight=3399081 1613 754338 2075 23188 31009 1112 2099 3621 28486 109 16648 4691 34 20 28 27 34 1031 592 1414 5029 12857 560 26992 405 247 23 484 76 241
leaf_count=3399081 1613 754338 2075 23188 31009 1112 2099 3621 28486 109 16648 4691 34 20 28 27 34 1031 592 1414 5029 12857 560 26992 405 247 23 484 76 241
internal_value=0 144.161 1119.62 1292.68 -634.042 3056.49 -4336.84 -8477.97 2449.55 5617.33 1184.9 -2834.66 -6409.06 -5457.82 8123.74 35090.2 142699 2994.78 10459.2 14395.1 10980 1437.04 3793.19 2838.5 48105.4 -58671 18649.4 27965.8 -30708.6 36301.7
internal_weight=0 919083 164745 162670 61029 30020 6832 5720 101641 29000 72641 22553 17006 16702 5547 856 54 50088 8648 7035 6443 41440 28583 27552 514 304 57 828 103 725
internal_count=4318164 919083 164745 162670 61029 30020 6832 5720 101641 29000 72641 22553 17006 16702 5547 856 54 50088 8648 7035 6443 41440 28583 27552 514 304 57 828 103 725
is_linear=0
shrinkage=0.1


Tree=1656
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 5 0 3 3 0 0 0 3 0 4 5 3 0 5 6 5 6 3 0 0 0 5 2 0
split_gain=2.371e+12 2.71765e+13 1.04467e+14 6.51106e+13 6.58441e+13 1.16676e+14 7.72133e+13 7.23931e+13 6.24286e+13 6.03025e+13 5.76303e+13 9.73176e+13 7.75975e+13 7.95722e+13 1.6267e+14 5.85035e+13 5.70264e+13 5.2104e+13 3.6937e+13 3.50221e+13 3.21163e+13 2.84663e+13 2.6335e+13 5.09479e+13 4.42542e+13 3.56009e+13 3.37345e+13 2.62168e+13 2.5818e+13 3.12971e+13
threshold=82.871296800000025 65.659480050000013 63.563300600000012 61.674413550000004 8.5000000000000018 54.986619450000006 60.905000000000008 60.693675950000006 23.500000000000004 9.5000000000000018 60.052595500000002 55.141517900000004 54.194619400000008 7.5000000000000009 55.078308950000007 4.5000000000000009 87.00500000000001 5.5000000000000009 51.369916400000001 51.815000000000005 1.5000000000000002 31.010000000000002 1.5000000000000002 9.5000000000000018 55.025681450000008 57.178027650000011 55.025681450000008 94.040000000000006 7.5000000000000009 55.014170500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 18 8 28 22 17 11 12 -3 15 -15 21 -13 -4 -6 -12 27 -14 23 24 -7 -25 -24 -20 29 -8
right_child=-2 2 9 -5 5 6 7 -9 -10 -11 19 16 13 14 -16 -17 -18 -19 20 -21 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.22048149489900301 132.93771998364727 -7597.6706126688405 43608.44740058051 -67027.14927545363 120390.81467013891 115.12111115408416 -3786.4698079569735 4080.9587890013631 39003.053286920367 -94490.808948863647 3592.323895521567 -10519.867299992316 -978.332789215905 17685.41256532137 194492.25502565299 -76090.343641246451 -73962.538842606227 145515.70298295454 14786.995290378412 36917.257765944552 451.03316977079032 8013.5571037106829 1849.6502555873733 -10424.675098477741 -57001.728904203177 14552.348228061523 -10006.480200032714 -92510.905944293481 -30553.484842987611 -25117.077189992866
leaf_weight=3228498 1023608 5335 144 155 27 202 1141 1198 310 22 568 4790 4781 233 67 88 146 77 2295 709 8547 13356 6031 6564 413 625 3986 23 2493 1732
leaf_count=3228498 1023608 5335 144 155 27 202 1141 1198 310 22 568 4790 4781 233 67 88 146 77 2295 709 8547 13356 6031 6564 413 625 3986 23 2493 1732
internal_value=0 -41.3033 -2049.17 -2290.81 -2137.99 -5049.05 -8851.77 -18145 -5487.31 63397.2 1306.82 384.954 3029.08 6089.47 57172.3 5248.6 -12396.4 79114.6 3572.71 22094.6 3282.41 5643.25 -6261.23 -10616.5 -38241.4 -8253.21 -2868.18 13722.3 -23107.2 -16645.7
internal_weight=0 3.29456e+06 66058 65815 65660 35587 24695 6564 18131 243 30073 28796 23860 18525 300 18225 4936 221 10892 1277 10865 18137 17821 7804 615 7189 10017 2318 5366 2873
internal_count=4318164 3294556 66058 65815 65660 35587 24695 6564 18131 243 30073 28796 23860 18525 300 18225 4936 221 10892 1277 10865 18137 17821 7804 615 7189 10017 2318 5366 2873
is_linear=0
shrinkage=0.1


Tree=1657
num_leaves=31
num_cat=0
split_feature=2 3 1 5 5 5 1 0 1 0 1 3 3 5 3 6 1 1 0 5 0 3 5 0 0 0 3 1 1 0
split_gain=2.41188e+12 2.25401e+13 3.26851e+13 7.08676e+13 3.49516e+13 2.28589e+13 2.16569e+13 4.97522e+13 8.27137e+13 1.35263e+14 1.52469e+14 7.94357e+13 5.33878e+13 5.09939e+13 4.53533e+13 8.94558e+13 8.85591e+13 1.07867e+14 1.14619e+14 9.87068e+13 9.47324e+13 8.44777e+13 9.92436e+13 8.14198e+13 7.13726e+13 2.49886e+14 2.06584e+14 2.12891e+14 1.61877e+14 7.34942e+13
threshold=5.5000000000000009 6.5000000000000009 61.284352600000013 97.050000000000011 50.410000000000004 90.015000000000015 37.869926150000005 60.017447350000005 30.434657650000002 60.042666650000008 30.451272450000005 25.500000000000004 16.500000000000004 91.050000000000011 24.500000000000004 1.5000000000000002 37.792847950000002 30.434657650000002 59.820733200000006 110.05000000000001 59.896318000000008 32.500000000000007 56.205000000000005 55.551692500000009 55.86787755000001 55.842510000000011 26.500000000000004 37.642309100000013 37.533784800000006 55.851332700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 14 -9 10 11 -10 -11 -12 -3 16 17 18 -16 -20 -19 22 -18 -17 25 -25 27 29 -28 -27
right_child=1 6 3 -5 -6 -7 -8 8 9 12 13 -13 -14 -15 15 23 21 20 19 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-64.337755078848957 -565.03987573012466 1387.5335192266925 3213.4624491450104 63228.735035307822 -11645.048143640535 -76420.643924197633 -113.36104532905615 -277.71528860403777 -78028.17173091376 -10168.458262237265 -10871.336795532341 -20254.382589380752 6496.2865758634525 -108139.93160511366 -67551.29856117662 -20358.5261292629 -11900.020494777231 -1480.1254648950303 -9947.1972111060804 -169583.39575320514 18742.711118607727 2942.3052562365156 -46921.503321497417 7515.6136199155417 737.32945922446777 180770.04151785714 -84053.869707812497 -207665.38489583333 121815.83806107956 93163.897500440813
leaf_weight=2480138 5849 416737 1398 211 5547 37 1263035 48012 677 3976 2690 367 3722 55 383 1302 2255 47560 5664 39 2435 1653 1262 8763 13721 133 125 21 55 342
leaf_count=2480138 5849 416737 1398 211 5547 37 1263035 48012 677 3976 2690 367 3722 55 383 1302 2255 47560 5664 39 2435 1653 1262 8763 13721 133 125 21 55 342
internal_value=0 86.8141 -4055.66 9116.72 -5958.23 1160.18 116.418 632.868 -2101.45 -9724.09 -25191.3 -57718.8 -2111.02 -12820.3 956.66 -1138.25 -3179.85 -2025.34 -14595.3 -11038.9 -495.175 -15703.3 -24466.7 3973.76 5341.66 12034.7 70616.3 103918 -21149.2 117694
internal_weight=0 1.83803e+06 13042 1646 11396 1435 1.82498e+06 561949 59499 11487 3789 1044 7698 2745 502450 85713 61251 56081 6086 5703 49995 5170 3517 24462 23160 9439 676 496 180 475
internal_count=4318164 1838026 13042 1646 11396 1435 1824984 561949 59499 11487 3789 1044 7698 2745 502450 85713 61251 56081 6086 5703 49995 5170 3517 24462 23160 9439 676 496 180 475
is_linear=0
shrinkage=0.1


Tree=1658
num_leaves=31
num_cat=0
split_feature=1 0 0 6 1 0 1 1 5 1 3 5 5 1 5 0 1 0 1 1 3 5 1 5 2 3 3 3 1 3
split_gain=2.63392e+12 1.64401e+13 7.25538e+13 9.81233e+13 5.18099e+13 5.14818e+13 5.93007e+13 9.93977e+13 4.81164e+13 6.58456e+13 4.6117e+13 5.04516e+13 4.14882e+13 4.11109e+13 4.07195e+13 3.60818e+13 9.89069e+13 5.59968e+13 1.01609e+14 6.99499e+13 4.65855e+13 6.34773e+13 4.48485e+13 3.3493e+13 2.73645e+13 2.65674e+13 3.04073e+13 2.60515e+13 3.73495e+13 2.69206e+13
threshold=39.694727950000008 47.208883950000008 45.084117700000007 1.5000000000000002 47.854228500000012 47.425481600000005 40.247294600000011 39.899261850000009 49.010000000000012 44.083877800000003 5.5000000000000009 76.730000000000018 99.555000000000021 40.810045900000013 120.05000000000001 48.713222300000005 39.969502550000009 50.565831500000009 44.660994650000006 44.083877800000003 16.500000000000004 80.00500000000001 44.083877800000003 94.040000000000006 4.5000000000000009 4.5000000000000009 2.5000000000000004 5.5000000000000009 84.920232800000022 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 12 6 7 -3 -5 10 13 -12 -4 -10 -9 16 -7 18 19 -17 -21 -22 23 24 -18 26 -20 -27 -29 -30
right_child=1 5 3 8 -6 15 -8 14 9 -11 11 -13 -14 -15 -16 17 22 -19 25 20 21 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-91.920604621828062 -131.28581574435981 2058.561409342401 9924.2473194585182 -3927.0439788255753 51143.131828735713 -33746.625728906882 -31605.224593882387 23022.117892737686 -8684.9683167512667 2544.5873547448282 -25806.821747619597 -76249.23389630999 -122650.53255208333 -31611.848438654888 -85551.069564732141 -6968.261708754243 -1975.3031223725493 47.470159304089151 -3365.2734071473819 25889.115249166458 43560.776174625884 157823.28198164684 6410.7107512382563 -49028.408986039598 -12802.087932433336 -10318.999479960841 54366.253839213052 -27983.470912911551 89678.626644258737 9458.2979852558819
leaf_weight=1810376 161003 90481 1434 10374 339 1087 509 2644 3827 1876 1727 224 24 983 35 610 8166 2208082 185 2057 213 63 4117 176 3269 2239 180 280 43 1541
leaf_count=1810376 161003 90481 1434 10374 339 1087 509 2644 3827 1876 1727 224 24 983 35 610 8166 2208082 185 2057 213 63 4117 176 3269 2239 180 280 43 1541
internal_value=0 66.3576 -849.441 -6406.2 15929.5 137.941 2434.64 2620.62 -8517.47 -14031.1 -18630.4 -31598.3 7741.95 -13370.4 21603.7 41.5707 -4573.24 76.5959 8754.52 23182 31065.2 69642.4 -2557 -5736.75 -5070.43 -748.622 25105.1 -3048.55 5684.57 11636
internal_weight=0 2.50779e+06 181811 20808 1797 2.32598e+06 93669 93160 19011 8637 6761 1951 1458 4810 2679 2.23231e+06 16815 2.21549e+06 7411 2943 2333 276 15728 11611 11435 4468 365 4103 1864 1584
internal_count=4318164 2507788 181811 20808 1797 2325977 93669 93160 19011 8637 6761 1951 1458 4810 2679 2232308 16815 2215493 7411 2943 2333 276 15728 11611 11435 4468 365 4103 1864 1584
is_linear=0
shrinkage=0.1


Tree=1659
num_leaves=31
num_cat=0
split_feature=0 0 3 3 6 1 1 5 5 1 0 3 0 0 0 4 5 5 0 1 0 0 0 5 3 1 1 0 5 1
split_gain=2.56575e+12 2.61738e+13 3.22529e+13 7.36649e+13 7.61713e+13 2.76084e+14 1.54922e+14 1.67489e+14 1.21184e+14 1.17522e+14 1.01262e+14 1.75463e+14 9.46134e+13 9.08413e+13 8.2698e+13 1.19024e+14 1.65531e+14 1.32992e+14 8.15132e+13 3.00478e+14 7.76962e+13 7.33363e+13 7.27829e+13 7.51863e+13 6.85696e+13 1.1763e+14 2.74122e+14 1.3634e+14 8.69704e+13 7.65172e+13
threshold=56.819808050000006 56.876792350000009 16.500000000000004 14.500000000000002 1.5000000000000002 30.315880100000005 30.207352000000004 56.505000000000003 102.01000000000001 30.323743050000001 59.963407450000012 15.500000000000002 60.063729500000008 59.939091550000008 59.982527000000012 2.5000000000000004 55.990000000000002 87.395000000000024 60.035045000000004 30.346469350000003 59.990816400000007 59.982527000000012 59.990816400000007 34.010000000000012 17.500000000000004 30.410108300000001 30.434657650000002 60.035045000000004 59.245000000000012 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 12 22 -9 10 11 -7 21 -13 15 16 -12 -17 20 -20 -11 -5 23 -8 25 28 27 -27 -4 -30
right_child=1 2 24 4 -6 9 7 8 -10 18 14 13 -14 -15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-38.236444747556909 1839.5267915408695 -21.722110062545102 3616.3182534927532 -12487.846629388605 -759.23666055229774 -52164.27777418054 13187.435854517489 -102110.25335722564 97396.20653686524 -5372.1304420081797 102067.89498116629 136220.50114912013 89725.68361788975 2752.4322091584163 -16944.419238281251 228147.90449438203 -82853.080732996328 -51624.604129464286 278550.5267755682 11115.839841856599 -44293.165192511588 -136587.78011798472 9598.5331596235792 -55274.961777703538 201.64434315905433 58262.384273384036 5954.2028599886307 -6174.0286135753959 -40157.291215154983 -7372.2174625006292
leaf_weight=3465455 83270 511602 8068 1689 35037 276 193 627 32 17932 168 103 89 101 94 89 68 21 44 930 528 49 330 950 162844 1573 20929 415 877 3781
leaf_count=3465455 83270 511602 8068 1689 35037 276 193 627 32 17932 168 103 89 101 94 89 68 21 44 930 528 49 330 950 162844 1573 20929 415 877 3781
internal_value=0 155.395 -26.8646 -408.601 -3743.53 -8044.13 -32206.2 -50518.3 -92422.5 -3344.45 31579.4 -184.653 -10837 70140.7 66231.1 88827.9 48785.6 174737 -4997.73 23197.1 -6485.36 -15986.6 -31770.9 -43714.8 1071.21 5044.02 9324.96 44811.1 -2665.08 -13544.9
internal_weight=0 852709 769439 570952 59350 24313 3959 2132 659 20354 920 480 1827 204 440 346 236 110 19434 974 18460 1738 1473 1143 198487 35643 22917 1988 12726 4658
internal_count=4318164 852709 769439 570952 59350 24313 3959 2132 659 20354 920 480 1827 204 440 346 236 110 19434 974 18460 1738 1473 1143 198487 35643 22917 1988 12726 4658
is_linear=0
shrinkage=0.1


Tree=1660
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 5 1 3 1 3 1 0 1 5 3 1 5 3 5 3 3 3 5 6 5 3 3 0 1 1
split_gain=2.58507e+12 2.87801e+13 5.34419e+13 4.96109e+13 4.55261e+13 3.96952e+13 3.88235e+13 4.88718e+13 6.04377e+13 3.61838e+13 3.44441e+13 3.14454e+13 5.46786e+13 3.86559e+13 3.38907e+13 7.81326e+13 3.10602e+13 3.10481e+13 3.73241e+13 2.93726e+13 2.86357e+13 3.58733e+13 2.77881e+13 2.77669e+13 2.63226e+13 2.59725e+13 2.55329e+13 2.826e+13 4.6376e+13 5.36651e+13
threshold=57.581016350000006 57.178027650000011 98.020000000000024 65.610478850000007 39.925119750000007 55.405000000000008 60.837513500000007 10.500000000000002 39.969502550000009 16.500000000000004 39.826386800000009 57.265292900000006 65.520339550000017 55.730000000000011 14.500000000000002 65.58467570000002 57.995000000000012 3.5000000000000004 61.845000000000006 2.5000000000000004 9.5000000000000018 12.500000000000002 72.705000000000013 1.5000000000000002 105.35000000000001 16.500000000000004 5.5000000000000009 57.692655200000004 40.247294600000011 61.880021000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -5 7 8 -6 17 -3 12 13 -8 23 -16 -17 18 -7 -10 -4 24 -9 -14 -22 -15 27 28 -2 -30
right_child=26 2 20 5 6 9 11 22 19 -11 -12 -13 14 25 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.2171807116477238 5703.9693518587483 -7141.7865805004913 -51743.562105784702 1815.1094438838959 6285.2370678196785 139312.25390625 8287.1830033760543 -25989.203439796576 2564.6758260993552 60247.540792544256 5339.5815437479841 -17085.866317807111 -17459.167870866073 68627.509222383713 -3306.0198286649756 -33562.561071840013 -90552.769038865546 8297.9826574501203 14120.904805686259 -18976.052355201824 -18122.106195312499 -28447.462965152139 -73161.720188247433 4195.8931551445421 116227.34873604913 7354.7845358455888 -209.54874833437609 767.35757712111945 -43287.07216852362 12698.412518057989
leaf_weight=3692239 19283 3268 340 2880 1656 42 897 413 744 222 6836 1366 697 215 1823 487 119 771 55 4244 25 190 179 3935 35 102 431191 143202 418 290
leaf_count=3692239 19283 3268 340 2880 1656 42 897 413 744 222 6836 1366 697 215 1823 487 119 771 55 4244 25 190 179 3935 35 102 431191 143202 418 290
internal_value=0 -30.9121 -3038.8 -2470.48 -4006.22 7966.75 -7184.56 -12720.8 -10267.6 24220.6 1302.65 -3029.4 -709.017 18895.1 -4079.57 -13646.6 -44753.7 15006.3 68327.5 -15763.1 -32852.4 -7160.45 -40252.5 937.349 60248.4 48912 193.662 1259.03 4781.06 -20355.2
internal_weight=0 3.72378e+06 31541 30951 26981 3970 16877 7236 6644 1090 10104 9641 8275 1214 7061 2429 606 868 97 4988 590 250 592 4632 60 317 594384 163193 19991 708
internal_count=4318164 3723780 31541 30951 26981 3970 16877 7236 6644 1090 10104 9641 8275 1214 7061 2429 606 868 97 4988 590 250 592 4632 60 317 594384 163193 19991 708
is_linear=0
shrinkage=0.1


Tree=1661
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 3 3 1 0 5 5 5 4 0 3 1 1 3 0 3 3 1 0 3 5 1 2 1 0 1
split_gain=2.57652e+12 1.84382e+13 1.72753e+13 2.68695e+13 3.61101e+13 4.09118e+13 5.62172e+13 6.1609e+13 6.29496e+13 4.51062e+13 3.69751e+13 3.41153e+13 3.39514e+13 2.85107e+13 2.736e+13 2.70036e+13 4.4295e+13 3.09718e+13 3.93329e+13 3.11281e+13 2.87166e+13 5.24382e+13 1.43708e+14 9.84788e+13 3.81519e+13 4.676e+13 3.77887e+13 3.48048e+13 4.15143e+13 2.95809e+13
threshold=47.249522000000006 33.101335500000005 47.222459950000008 7.5000000000000009 39.666208800000007 21.500000000000004 20.500000000000004 39.694727950000008 47.236539400000005 64.020000000000024 81.00500000000001 19.650000000000002 4.5000000000000009 47.228519500000004 9.5000000000000018 39.718803500000007 39.714575750000009 16.500000000000004 47.236539400000005 18.500000000000004 11.500000000000002 39.726951800000002 47.228519500000004 16.500000000000004 71.715000000000018 39.826386800000009 8.5000000000000018 39.739656000000004 47.228519500000004 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 13 6 9 8 -8 11 -10 14 15 -5 -6 16 -11 -18 19 -19 24 22 23 -22 -17 29 27 28 -23 -26
right_child=-2 2 3 4 5 -7 7 -9 10 12 -12 -13 -14 -15 -16 20 17 18 -20 -21 21 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=79907.491002155177 -34.703589437200591 34.858088021772637 -1942.4269462475668 5456.3945193823538 2038.3881696428573 487.7484219452673 6458.9769060001818 13856.014936951953 88413.303885696194 17098.564719217909 206582.23863636365 3130.3324657255416 -66492.129200683601 -4470.3888786437938 154228.75358796297 8518.0249293423167 2434.7496173565205 -50527.680053985256 -102149.23353866187 45165.560326704552 35183.066764322917 -108295.86680013021 -8157.6674715677909 206382.26613498267 41262.761896268494 -19735.903299597539 21406.995948977128 4237.0387503829652 -15981.801413205374 84338.107618963069
leaf_weight=29 3592952 674433 13152 4437 21 9768 86 433 134 1438 33 9621 50 8316 27 418 364 89 78 55 63 75 192 72 579 99 485 306 139 220
leaf_count=29 3592952 674433 13152 4437 21 9768 86 433 134 1438 33 9621 50 8316 27 418 364 89 78 55 63 75 192 72 579 99 485 306 139 220
internal_value=0 171.934 168.745 1948.01 3308.91 5529.25 8795.5 36763.4 75968.7 7462.31 111764 3549.89 15473.6 -1016.68 87645.5 16350.8 7654.88 -15519.2 -44957.2 -13978.2 22997.5 12646.4 47430.5 126489 33474.3 45090.9 1328.62 -17398.3 -48334.9 53123.3
internal_weight=0 725212 725183 50750 37598 24845 15077 686 253 14391 167 9669 4722 12753 48 4672 2024 586 222 144 2648 1332 327 135 1316 898 1005 520 214 799
internal_count=4318164 725212 725183 50750 37598 24845 15077 686 253 14391 167 9669 4722 12753 48 4672 2024 586 222 144 2648 1332 327 135 1316 898 1005 520 214 799
is_linear=0
shrinkage=0.1


Tree=1662
num_leaves=31
num_cat=0
split_feature=3 0 1 2 0 1 0 0 2 3 6 5 4 5 5 5 0 1 5 1 5 1 5 4 2 3 5 4 3 5
split_gain=2.45082e+12 1.94974e+13 1.70759e+13 1.16889e+13 1.13736e+13 2.42282e+13 2.26266e+13 2.22087e+13 1.62919e+13 1.92008e+13 1.89863e+13 2.8669e+13 2.85489e+13 2.07171e+13 1.59771e+13 4.61545e+13 1.46999e+13 2.52904e+13 9.65756e+13 4.59522e+13 2.35633e+13 2.76472e+13 2.02292e+13 1.84121e+13 1.95137e+13 1.82969e+13 1.80799e+13 6.24402e+13 1.42957e+13 3.59034e+13
threshold=34.500000000000007 55.657530000000008 37.362912300000012 5.5000000000000009 55.769960200000007 37.503486000000002 55.762622900000004 55.727011600000004 14.500000000000002 37.500000000000007 1.5000000000000002 78.710000000000022 1.5000000000000002 39.995000000000012 45.610000000000007 58.040000000000006 55.812836050000008 37.620907050000007 71.00500000000001 37.559851850000008 79.010000000000005 37.767735350000002 78.710000000000022 2.5000000000000004 3.5000000000000004 36.500000000000007 51.815000000000005 1.5000000000000002 37.500000000000007 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 8 -3 9 -7 11 13 -12 -10 -15 -16 17 18 19 26 22 -22 23 24 -19 -23 -6 -28 -18 -30
right_child=1 4 3 -5 16 6 -8 -9 10 -11 12 -13 -14 14 15 -17 28 20 -20 -21 21 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2.5529358037487957 -102474.02537715518 1781.2394209786501 -79017.478057650864 -10327.942676642924 101224.34634375 54250.649481163739 83069.72137073864 -47757.508133638825 -39617.526263786771 -12745.161907327587 396.0323095034247 -82577.977757812507 -114147.13491053428 84012.601888020843 -65073.344798519742 78236.227826704548 -2244.7159428345767 50608.427172256102 -230292.632125 -77932.22716181507 74003.022537364144 71365.032002314823 -77034.350781250003 66365.573868534484 -21332.650103772783 -19888.561558196507 -145565.27507812501 67533.391526100851 47163.733733589128 -45854.267620738639
leaf_weight=4313211 29 697 29 170 25 163 55 104 34 58 73 25 31 66 38 55 2111 41 25 73 69 27 51 29 469 118 20 44 169 55
leaf_count=4313211 29 697 29 170 25 163 55 104 34 58 73 25 31 66 38 55 2111 41 25 73 69 27 51 29 469 118 20 44 169 55
internal_value=0 -2223.17 -30785.1 -20338 -844.943 6719.91 21950.5 -4650.76 15759.8 36668 1409.75 18181.6 -33746.6 31233.4 46383.9 19679.6 -4026.91 -14231.7 -47356.1 -19125.2 -6527.37 21898.2 -16837.7 -11141.9 -15549.2 -2896.51 29109.8 940.058 304.107 24324.5
internal_weight=0 4953 228 199 4725 1399 598 801 543 221 322 218 104 193 159 93 3326 991 187 162 804 214 590 539 510 145 89 64 2335 224
internal_count=4318164 4953 228 199 4725 1399 598 801 543 221 322 218 104 193 159 93 3326 991 187 162 804 214 590 539 510 145 89 64 2335 224
is_linear=0
shrinkage=0.1


Tree=1663
num_leaves=31
num_cat=0
split_feature=4 5 5 1 0 3 0 1 5 2 4 2 3 2 1 5 5 2 1 5 5 1 1 2 1 1 5 0 3 2
split_gain=2.39156e+12 1.85561e+13 4.07622e+13 8.20773e+13 2.63278e+13 7.97091e+13 6.70835e+13 4.08791e+13 6.86977e+13 6.35129e+13 4.39334e+13 3.31414e+13 3.27027e+13 5.41554e+13 2.76757e+13 2.65363e+13 2.84067e+13 2.56923e+13 2.74155e+13 2.80202e+13 3.61475e+13 2.70504e+13 2.6003e+13 2.7394e+13 2.48724e+13 7.24731e+13 9.17361e+13 7.68262e+13 5.5364e+13 5.92848e+13
threshold=4.5000000000000009 18.050000000000004 29.985000000000003 50.158868250000005 59.950068600000009 17.500000000000004 59.916647550000008 30.305955500000003 100.05000000000001 4.5000000000000009 6.5000000000000009 5.5000000000000009 12.500000000000002 8.5000000000000018 65.659480050000013 132.05000000000004 118.33500000000002 8.5000000000000018 30.370618100000005 120.05000000000001 128.92000000000004 30.323743050000001 30.388336800000001 4.5000000000000009 37.342273500000012 30.315880100000005 177.02500000000003 59.755965500000009 15.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 12 24 10 9 -9 11 -8 13 14 -6 16 -14 18 19 -10 -21 -22 23 -20 25 -4 27 -27 29 -29
right_child=1 2 4 -5 5 -7 7 8 17 -11 -12 -13 15 -15 -16 -17 -18 -19 22 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.3005549704723416 -47671.103951907469 2707.3721516927085 18279.767066280179 232457.64877717395 -27429.028944697344 109342.09555257161 -26390.989150705645 178695.66704259074 77902.485667067318 -2762.9010602678572 120710.84134615386 94410.100000000006 -69767.610177130453 115430.50135416666 50570.615518375322 -9273.4461799172805 -217004.79570312501 137166.5330357143 -8630.1497730152023 -48566.61098872951 116045.10278716216 24237.191650188859 85807.366662292494 -129706.59150000001 1832.4190206132182 -24987.688431006605 41761.662759976782 -94013.99728368473 54149.155208333337 -263609.47233072919
leaf_weight=4303792 77 48 488 23 635 48 248 62 117 28 26 25 38 30 49 34 20 21 74 61 37 242 20 25 11031 526 148 146 21 24
leaf_count=4303792 77 48 488 23 635 48 248 62 117 28 26 25 38 30 49 34 20 21 74 61 37 242 20 25 11031 526 148 146 21 24
internal_value=0 1287.83 1551.55 77133.5 1174.28 -15848.6 2261.6 27365.1 40798 122242 -3499.1 -15328.6 -23304.1 -16073.6 -21841.3 -79419.2 -120539 28520 24558.9 35691.7 21166.2 36412.4 -18194.5 -39205 262.888 -12533.5 -29917.2 -44712.8 -99034.2 -117957
internal_weight=0 14372 14295 71 14224 854 13370 986 687 90 299 273 806 714 684 92 58 597 576 457 340 279 119 99 12384 1353 865 717 191 170
internal_count=4318164 14372 14295 71 14224 854 13370 986 687 90 299 273 806 714 684 92 58 597 576 457 340 279 119 99 12384 1353 865 717 191 170
is_linear=0
shrinkage=0.1


Tree=1664
num_leaves=31
num_cat=0
split_feature=5 4 2 5 1 1 3 5 4 5 3 2 0 2 4 1 1 1 2 6 1 1 5 5 1 2 1 2 0 0
split_gain=2.32464e+12 1.21903e+13 3.86941e+13 4.06667e+13 4.88119e+13 3.22466e+13 4.72774e+13 1.52294e+14 4.16137e+13 2.79734e+13 2.74435e+13 2.46439e+13 2.47857e+13 2.25477e+13 2.04334e+13 3.21222e+13 4.28987e+13 7.27632e+13 3.01616e+13 2.98947e+13 3.29892e+13 4.54325e+13 4.03846e+13 2.50629e+13 8.44002e+13 7.10772e+13 5.88843e+13 5.10826e+13 7.14807e+13 4.20108e+13
threshold=142.05000000000004 2.5000000000000004 12.500000000000002 225.45000000000002 49.236330900000006 30.434657650000002 5.5000000000000009 225.45000000000002 1.5000000000000002 177.02500000000003 19.500000000000004 8.5000000000000018 56.028355650000009 2.5000000000000004 3.5000000000000004 83.691301500000009 91.398302750000013 92.815157350000007 22.500000000000004 1.5000000000000002 20.507360500000004 43.048525950000005 150.04500000000004 161.85000000000002 82.871296800000025 6.5000000000000009 61.396377350000009 3.5000000000000004 54.99493995000001 55.806974650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 9 6 8 -8 -2 -4 -6 13 -13 -7 15 18 -17 -18 19 20 -3 22 -22 25 -25 26 29 28 -26 -21
right_child=1 14 3 -5 10 11 7 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 23 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=5.0935828683904187 94786.063259548624 -84726.973768939395 92128.787080792696 -3327.6968084161936 86046.484179687512 -4130.9255025197908 -277208.86266163795 -281.57296006944443 -73156.966687499997 226337.99182812503 -65180.368717447913 -15282.736925287356 -127935.70973011365 19954.777482297792 104.11971151367689 -120911.2388363487 132208.56072716345 -58962.126875000009 -51123.622396743885 -3850.7428035178636 -1118.0626708984375 -509.96609907670455 80013.255962201292 -4849.8976332518641 54050.552155949525 6864.3061449110828 -71833.283931039667 28035.014890324517 302105.02983630955 -43388.293210991134
leaf_weight=4297453 36 33 41 88 24 679 29 63 25 25 24 174 22 909 13677 57 26 85 143 698 96 495 170 1360 26 923 260 65 21 437
leaf_count=4297453 36 33 41 88 24 679 29 63 25 25 24 174 22 909 13677 57 26 85 143 698 96 495 170 1360 26 923 260 65 21 437
internal_value=0 -1056.9 6091.85 47741 87162.4 1748.47 -42309.9 -87573.9 25957 142966 10433.1 5527.02 -27927.5 9656.17 -1880.24 -7424.71 -50394.6 -14183.4 -5897.54 -4486.69 13156.8 17401.4 50732.8 -8182.97 2021.7 -14663.2 -28906.9 85462.5 164883 -19073.6
internal_weight=0 20711 2139 202 114 1937 153 92 61 66 48 1784 196 1588 18572 4895 168 111 4727 4584 794 761 266 3790 1472 2318 1395 112 47 1135
internal_count=4318164 20711 2139 202 114 1937 153 92 61 66 48 1784 196 1588 18572 4895 168 111 4727 4584 794 761 266 3790 1472 2318 1395 112 47 1135
is_linear=0
shrinkage=0.1


Tree=1665
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 0 0 3 3 5 5 2 6 4 0 0 2 5 5 5 2 1 1 5 0 5 3 0
split_gain=2.32196e+12 5.45453e+13 2.92172e+13 2.82185e+13 4.76622e+13 4.08344e+13 2.3821e+13 3.2195e+13 5.02237e+13 3.03209e+13 4.63673e+13 4.18149e+13 3.77699e+13 3.57301e+13 5.51829e+13 6.12615e+13 4.03509e+13 6.96741e+13 9.99791e+13 1.16311e+14 9.35213e+13 8.99887e+13 1.53711e+14 4.12927e+13 3.43037e+13 5.83456e+13 4.97803e+13 5.79802e+13 6.70559e+13 5.70686e+13
threshold=61.880021000000006 61.463701450000009 55.099723300000008 56.863241500000008 57.265292900000006 9.5000000000000018 65.58467570000002 55.518428350000008 56.367862600000002 22.500000000000004 20.500000000000004 150.04500000000004 55.005000000000003 21.500000000000004 1.5000000000000002 2.5000000000000004 57.157092150000004 57.147575200000006 17.500000000000004 125.85000000000001 88.015000000000015 82.00500000000001 15.500000000000002 65.480823400000006 65.551978750000004 97.050000000000011 57.178027650000011 132.05000000000004 6.5000000000000009 57.147575200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 -2 -9 10 24 13 -12 16 -15 -16 17 18 19 -11 -20 -19 -23 -18 -10 -26 27 28 -27 -29
right_child=6 2 3 4 -6 -7 -8 8 9 11 12 -13 -14 14 15 -17 23 21 20 -21 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-15.701568416448399 19762.1021584505 -17163.087306291494 2903.9070149806212 -41170.479480995826 -3589.2179535646669 -8603.8477238346077 -2.2513792170470448 -34627.982210492839 -30.71965497032361 -4897.5956640625 -5015.9039765012913 -115177.28014322917 -55817.918055901398 -17001.31472018495 64093.34689421107 255609.1173233696 69844.702727272728 25899.091950927075 49524.180332880438 174855.89190167683 -197441.69395380435 51274.342145485105 295030.22998310812 -22610.040100312894 3044.9431771245645 -36632.251761687752 -35329.000488923724 16954.688189406625 39433.175672915764 -56723.255244076805
leaf_weight=3098703 982 2012 6317 535 914 6024 1121755 382 47394 295 351 24 251 49 61 23 55 371 23 41 46 86 37 397 28824 126 152 336 1445 153
leaf_count=3098703 982 2012 6317 535 914 6024 1121755 382 47394 295 351 24 251 49 61 23 55 371 23 41 46 86 37 397 28824 126 152 336 1445 153
internal_value=0 -45.5864 -5905.87 -4263.4 -17465 -2713.36 117.956 1764.32 1545.91 1717.48 1449.46 15763.9 -26197.5 17881.6 67335.6 116532 13013 25267.3 -5478.92 17036.6 -115120 50474.2 124599 -11360 1661.67 4246.06 19897.6 23972.5 33332.4 -6097.92
internal_weight=0 3.1145e+06 15802 13790 1449 12341 1.20366e+06 81904 80922 80540 79032 1508 602 1484 133 84 1351 899 405 336 69 494 123 452 78430 31036 2212 2060 1571 489
internal_count=4318164 3114505 15802 13790 1449 12341 1203659 81904 80922 80540 79032 1508 602 1484 133 84 1351 899 405 336 69 494 123 452 78430 31036 2212 2060 1571 489
is_linear=0
shrinkage=0.1


Tree=1666
num_leaves=31
num_cat=0
split_feature=0 3 3 5 5 5 1 3 3 5 0 1 1 1 1 1 3 3 3 1 1 3 6 1 1 3 3 0 6 3
split_gain=2.36128e+12 1.99118e+13 5.41556e+13 3.77855e+13 4.23299e+13 7.14488e+13 7.89691e+13 8.63888e+13 6.05275e+13 5.71306e+13 5.67353e+13 1.38488e+14 7.44307e+14 4.28631e+14 1.62066e+14 1.70701e+14 1.49358e+14 1.25208e+14 1.18012e+14 1.77104e+14 1.06951e+14 1.12944e+14 1.0628e+14 1.0044e+14 9.85435e+13 1.31182e+14 1.98338e+14 9.4743e+13 8.50703e+13 8.26245e+13
threshold=55.576287050000012 7.5000000000000009 9.5000000000000018 34.010000000000012 57.995000000000012 62.015000000000008 38.058342000000003 22.500000000000004 10.500000000000002 59.245000000000012 55.601678500000013 37.752451500000006 37.726745000000001 37.889331900000009 37.582182450000005 37.615058950000012 16.500000000000004 24.500000000000004 17.500000000000004 37.559851850000008 37.737121850000008 16.500000000000004 1.5000000000000002 37.712318250000003 37.457850350000008 14.500000000000002 13.500000000000002 55.591389050000011 1.5000000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -8 -10 11 12 14 16 17 27 -13 18 19 24 21 -14 -17 -24 25 26 -7 29 -26 -16
right_child=1 2 3 4 5 10 8 -9 9 -11 -12 13 20 -15 15 22 -18 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=66.143845435474731 422.85982283612589 -1416.5479975273768 1688.2800438905322 -735.78845274977107 8767.4859681224425 -11642.33600449673 7877.1169515319234 -445.49638379670841 3847.9164663062238 -7046.7237597431686 -235.28475436757887 -84109.135690789481 302473.0162236201 5061.7159693262602 238763.73764880953 33990.943882414424 -250768.68645833337 -83230.316021440914 53478.071686643845 -253140.98378232762 61705.326466259059 154142.09010881695 -68339.227208780241 97727.736497036254 -104082.07697810684 -3883.162558367228 213323.19420572917 129815.78438035103 1113.5205204586332 34321.148022171161
leaf_weight=2398881 554170 324174 125843 532918 32570 86 6188 14804 7287 14179 300459 190 77 1776 21 498 75 191 365 29 69 154 238 43 172 1940 72 219 139 337
leaf_count=2398881 554170 324174 125843 532918 32570 86 6188 14804 7287 14179 300459 190 77 1776 21 498 75 191 365 29 69 154 238 43 172 1940 72 219 139 337
internal_value=0 -82.6721 -287.894 63.597 -159.828 643.306 3409.79 5888.5 -836.484 -3348.35 -32.4678 9075.02 18606.4 -12640.3 8099.71 36781 -131277 -4890.19 448.007 -7491.28 170953 203586 6245.25 -42926.8 -4534.1 3252.95 90873.6 78006.8 -57065.4 46313.6
internal_weight=0 1.91928e+06 1.36511e+06 1.04094e+06 915096 382178 75028 47374 27654 21466 307150 6691 4650 2041 4350 1356 265 2994 2803 2438 300 231 779 281 2409 2098 158 577 311 358
internal_count=4318164 1919283 1365113 1040939 915096 382178 75028 47374 27654 21466 307150 6691 4650 2041 4350 1356 265 2994 2803 2438 300 231 779 281 2409 2098 158 577 311 358
is_linear=0
shrinkage=0.1


Tree=1667
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 1 3 0 4 5 3 1 0 3 6 1 3 5 5 0 5 0 1 6 5 3 0 0 3 1
split_gain=2.5024e+12 3.47294e+13 5.9541e+13 1.18994e+14 1.18987e+14 5.13785e+13 7.9397e+13 8.96908e+13 6.98811e+13 1.04038e+14 7.07056e+13 7.27374e+13 8.40654e+13 7.01668e+13 6.93311e+13 8.45111e+13 1.13069e+14 6.67207e+13 6.29248e+13 6.24287e+13 9.45338e+13 5.84815e+13 1.11803e+14 5.41247e+13 6.46798e+13 8.07968e+13 5.52188e+13 9.57306e+13 5.49939e+13 7.01089e+13
threshold=49.073956850000009 50.227799100000006 55.842510000000011 49.236330900000006 1.5000000000000002 49.964253350000007 19.500000000000004 55.820531900000013 1.5000000000000002 48.035000000000004 17.500000000000004 49.201680550000006 55.834684950000003 9.5000000000000018 1.5000000000000002 49.148175700000003 24.500000000000004 101.05000000000001 50.410000000000004 55.806974650000008 59.810000000000009 55.777112100000004 49.111504200000006 1.5000000000000002 61.845000000000006 4.5000000000000009 55.784980300000008 55.769960200000007 3.5000000000000004 49.111504200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 8 14 -2 -10 11 12 13 23 -8 16 19 18 -12 20 -16 -22 -23 24 -11 28 27 -27 29 -26
right_child=1 -3 3 -5 -6 -7 7 -9 9 10 17 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-67.862757556820767 2059.9997419027122 -43.205388074200194 2960.769009722073 -2163.0226282244657 28099.938314202878 4321.8735088357344 582.58975587765769 50642.589074837728 -11729.068057443968 -41390.152388528681 33874.424367723972 -4468.0613154152206 -16219.225099760562 12650.200287207228 43509.661091308597 6251.9827365127167 -11938.276407845717 39967.200961200841 -12457.639613570809 28923.728476646073 45785.596420454553 128314.08175403228 364112.4974121094 3688.8855912177114 -39875.715000000004 -6390.2342512434316 -35334.035939838941 118665.26103645834 219985.50486653647 171055.99131234977
leaf_weight=2406059 42151 1752533 3561 6551 3995 33653 7633 467 11670 624 304 15749 1807 9325 270 2259 319 267 8197 409 55 124 24 9249 40 333 411 75 24 26
leaf_count=2406059 42151 1752533 3561 6551 3995 33653 7633 467 11670 624 304 15749 1807 9325 270 2259 319 267 8197 409 55 124 24 9249 40 333 411 75 24 26
internal_value=0 85.3937 1497.76 7700.62 16252.3 896.216 -134.833 7712.56 -1039.71 -3288.48 -1167.02 715.829 4441.35 6298.1 5905.26 17647.5 39081.6 -9254.81 -10800.8 57534.3 82273.7 133832 166552 804.376 -16598.6 419.953 -9463.18 16597.9 90356.4 43218.6
internal_weight=0 1.9121e+06 159572 14107 7556 145465 111812 11560 100252 58101 46431 37663 21914 20107 11093 3460 1201 8768 8501 882 473 203 148 10782 1533 909 819 408 90 66
internal_count=4318164 1912105 159572 14107 7556 145465 111812 11560 100252 58101 46431 37663 21914 20107 11093 3460 1201 8768 8501 882 473 203 148 10782 1533 909 819 408 90 66
is_linear=0
shrinkage=0.1


Tree=1668
num_leaves=31
num_cat=0
split_feature=3 1 1 1 3 3 3 6 0 0 1 3 0 1 3 3 0 5 0 5 3 3 5 1 5 2 2 0 1 0
split_gain=2.54408e+12 1.42115e+13 6.21558e+13 5.92737e+13 1.3719e+14 7.11715e+13 6.32685e+13 6.58601e+13 8.93268e+13 8.7716e+13 8.16574e+13 7.13511e+13 5.41181e+13 4.37883e+13 1.55281e+14 6.48197e+13 5.19672e+13 4.4204e+13 4.4802e+13 4.31044e+13 4.08263e+13 5.2513e+13 3.91339e+13 6.32508e+13 3.91199e+13 3.89724e+13 3.67615e+13 3.59454e+13 3.45769e+13 6.74198e+13
threshold=10.500000000000002 82.902675200000019 65.610478850000007 82.91993380000001 23.500000000000004 24.500000000000004 16.500000000000004 1.5000000000000002 54.986619450000006 55.020029900000004 82.911991800000024 17.500000000000004 55.046835900000012 82.907204800000002 21.500000000000004 17.500000000000004 55.02863030000001 98.020000000000024 55.050600750000008 90.015000000000015 25.500000000000004 26.500000000000004 66.990000000000023 82.907204800000002 64.405000000000015 13.500000000000002 9.5000000000000018 54.970187400000007 65.551978750000004 57.178027650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 4 6 22 27 9 -9 -8 11 -11 -13 14 17 -15 -17 -10 -19 -18 -7 -22 -6 -24 -23 -12 -25 -3 -2 -30
right_child=1 3 -4 -5 5 20 7 8 13 10 25 12 -14 15 -16 16 19 18 -20 -21 21 24 23 26 -26 -27 -28 -29 29 -31
leaf_value=59.759466376874656 -153.92778845970864 -46223.602925281957 -3792.7011802000884 98.673729206422308 -18285.92487082713 2553.9761836231864 15238.432333028728 -75281.570212422521 24552.644014648253 -21871.312700576382 64424.448858398435 144179.73309994105 39497.13488840346 30690.572393885494 227053.73270692572 2561.5353920651023 -27699.915699992005 -162748.79192708334 -7406.7462366615864 -117154.41848958333 -22277.968665694538 9638.3012520032044 68732.763460811504 -3219.3527743252844 171905.70670572919 131262.18574947529 -106158.4338843369 6303.3844569276744 5715.2276202833227 -9791.9635199269032
leaf_weight=2688514 1361056 133 46796 176472 782 5926 1856 121 1314 189 250 53 724 493 37 708 293 24 82 66 1166 39 31 44 24 134 164 6371 21068 3234
leaf_count=2688514 1361056 133 46796 176472 782 5926 1856 121 1314 189 250 53 724 493 37 708 293 24 82 66 1166 39 31 44 24 134 164 6371 21068 3234
internal_value=0 -98.5881 -208.25 696.633 5715.8 -4410.49 12159.8 19265.1 8966.39 29345.5 48740 33233.7 46637.6 12345.2 24811.1 702.405 -13153.4 19541.4 -42578.5 -44145.6 -886.04 -17473.1 -29109.2 -64522.7 71454.5 87748 -84382.9 5229.26 -87.1711 3651.6
internal_weight=0 1.62965e+06 1.43215e+06 197496 21024 8176 12848 6344 3138 3206 1350 966 777 3017 1457 1560 1067 1420 106 359 7155 1229 1021 239 63 384 208 6504 1.38536e+06 24302
internal_count=4318164 1629650 1432154 197496 21024 8176 12848 6344 3138 3206 1350 966 777 3017 1457 1560 1067 1420 106 359 7155 1229 1021 239 63 384 208 6504 1385358 24302
is_linear=0
shrinkage=0.1


Tree=1669
num_leaves=31
num_cat=0
split_feature=0 6 0 1 5 3 0 0 1 0 0 0 1 1 1 5 4 1 3 1 4 4 0 0 3 1 1 3 1 5
split_gain=2.64041e+12 2.13896e+13 5.1212e+13 6.5081e+13 6.63345e+13 4.73229e+13 5.49345e+13 1.28746e+14 1.13932e+14 1.0367e+14 1.0143e+14 1.49928e+14 1.19317e+14 1.9638e+14 1.51815e+14 8.3881e+13 9.43087e+13 7.56317e+13 6.04953e+13 5.93489e+13 5.7733e+13 5.37082e+13 5.21366e+13 7.61506e+13 1.46294e+14 2.30595e+14 9.82982e+13 7.66544e+13 1.84142e+14 1.26327e+14
threshold=57.581016350000006 1.5000000000000002 57.641335050000002 39.899261850000009 46.010000000000012 5.5000000000000009 59.916647550000008 59.896318000000008 30.332994000000003 59.950068600000009 59.853570100000006 59.755965500000009 30.502469200000004 30.578016350000002 30.226173900000003 63.145000000000003 2.5000000000000004 30.102666750000001 3.5000000000000004 30.362552800000003 1.5000000000000002 2.5000000000000004 59.863160500000006 59.882016200000002 14.500000000000002 30.315880100000005 30.259484550000003 6.5000000000000009 30.315880100000005 74.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 10 -9 15 11 19 14 21 17 -8 -17 18 -13 -2 -19 -14 -7 24 25 26 -24 28 29 -25
right_child=1 2 -4 -5 -6 22 9 8 -10 -11 -12 12 13 -15 -16 16 -18 20 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-31.241183841669567 -26843.827020554309 2011.778594153194 364.82179913233239 -4153.8737392524363 15500.978961563236 -3521.2375006109819 -13997.049019738401 256182.50124511719 53752.705461494887 4549.0721899578566 -42054.649363962817 80439.526752533799 149829.07431506852 44490.78157728161 -12349.107702334404 -134200.72800831983 -17544.160919673861 35074.33644834724 -77649.875256696425 5046.3784599010023 102059.23984932178 310693.52262931032 -4641.7816358222335 59374.71706659226 -790.27571458174941 70167.48240218834 -199471.24788194447 -410.4641888317214 -30809.312068390038 228413.18707798549
leaf_weight=3723780 636 7046 371441 5076 7554 58622 528 32 212 2152 408 37 73 550 800 154 126 251 70 7080 264 29 61 210 1531 754 45 128379 207 56
leaf_count=3723780 636 7046 371441 5076 7554 58622 528 32 212 2152 408 37 73 550 800 154 126 251 70 7080 264 29 61 210 1531 754 45 128379 207 56
internal_value=0 195.724 628.186 5599.94 8991.05 -636.399 5106.61 8515.34 80300.9 -6918.35 6797.78 8833.71 32703.2 68125.1 16461.9 -37460.3 -81705.3 53517.8 -22983.4 2417.79 69412.2 195565 -1041.78 65.7127 17748.6 50752.2 -87352.4 -262.415 39920.3 94961.8
internal_weight=0 594384 391117 19676 14600 203267 13402 10442 244 2960 10198 9790 2074 652 1422 808 280 622 107 7716 515 102 189865 131243 2391 860 106 128852 473 266
internal_count=4318164 594384 391117 19676 14600 203267 13402 10442 244 2960 10198 9790 2074 652 1422 808 280 622 107 7716 515 102 189865 131243 2391 860 106 128852 473 266
is_linear=0
shrinkage=0.1


Tree=1670
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 0 5 1 1 5 0 6 1 2 0 0 0 0 1 6 5 1 5 1 0 0 0 0 5 1
split_gain=2.72277e+12 3.10527e+13 9.98497e+13 1.30364e+14 2.28467e+14 1.70385e+14 1.06244e+14 1.00787e+14 1.58308e+14 9.40106e+13 1.14476e+14 1.57607e+14 1.1182e+14 9.22062e+13 8.81484e+13 7.335e+13 1.75687e+14 1.65698e+14 1.20629e+14 1.30937e+14 1.13432e+14 9.90679e+13 7.16294e+13 6.70861e+13 6.61347e+13 6.7397e+13 1.19154e+14 9.80154e+13 3.71579e+14 4.32619e+14
threshold=22.500000000000004 23.500000000000004 59.896318000000008 55.674875350000008 37.615058950000012 55.576287050000012 69.015000000000015 60.628582700000003 60.648383500000008 39.805000000000007 59.904813200000007 1.5000000000000002 30.451272450000005 9.5000000000000018 55.619594000000006 55.820531900000013 55.777112100000004 55.851332700000007 37.642309100000013 1.5000000000000002 36.305000000000007 37.712318250000003 71.715000000000018 37.737121850000008 55.708120100000009 55.86787755000001 59.853570100000006 59.834458500000004 97.050000000000011 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 15 22 13 -4 11 12 -11 -9 -7 16 20 -17 19 -18 23 -22 -8 -5 -24 -26 27 -27 29 -29
right_child=1 -3 9 6 -6 14 7 8 -10 10 -12 -13 -14 -15 -16 17 18 -19 -20 -21 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-24.239473376612679 7440.6901156411695 -62.351343485732343 538.31486823126727 68837.7295089494 3426.0224927975864 161871.84470825197 45457.437718094778 59908.370235655741 14075.094223525499 167614.58030101104 19051.11275948981 -25264.005270414807 29766.770679253474 229843.29380830226 60757.734563848266 61407.859771169293 -120004.92693062965 -5664.0611284685938 -22961.423293461077 -4593.1458911497202 -35490.102232147685 -1922.3741207780979 -53076.288756988244 2477.5859763083313 18941.921302514278 -22500.640942764683 17687.910674047209 -62986.114503205128 184543.36114783655 -609815.94891304348
leaf_weight=3950085 761 327686 2770 268 11681 96 389 61 273 170 3224 105 90 67 846 382 369 10292 604 134 1446 2243 218 353 1593 959 911 39 26 23
leaf_count=3950085 761 327686 2770 268 11681 96 389 61 273 170 3224 105 90 67 846 382 369 10292 604 134 1446 2243 218 353 1593 959 911 39 26 23
internal_value=0 260.129 2876.23 727.125 8414.71 42632.5 -4255.47 9220.15 57098.3 14378.5 25060.3 78139.1 119898 148859 71062.4 -8073.47 -17550.9 -3263.7 -53085.8 -89259 -8424.01 -15080.1 4602.76 31116.1 386.13 3668.25 -8758.18 -31769.1 -132774 -265842
internal_weight=0 368079 40393 34034 13384 1703 20650 4559 401 6359 3589 365 260 128 942 16091 5417 10674 1107 503 4310 3689 4158 621 3769 3551 1958 1047 88 62
internal_count=4318164 368079 40393 34034 13384 1703 20650 4559 401 6359 3589 365 260 128 942 16091 5417 10674 1107 503 4310 3689 4158 621 3769 3551 1958 1047 88 62
is_linear=0
shrinkage=0.1


Tree=1671
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 3 1 3 5 0 3 1 4 6 5 0 2 3 3 2 3 0 0 0 1 0 1 5 0 1
split_gain=2.78459e+12 1.53776e+13 5.65481e+13 4.95917e+13 5.52198e+13 9.49746e+13 9.44058e+13 8.6852e+13 9.81284e+13 5.6219e+13 5.77777e+13 5.3291e+13 5.08862e+13 4.62443e+13 4.14391e+13 3.56423e+13 3.36488e+13 3.34654e+13 4.92132e+13 3.91684e+13 5.08188e+13 7.01954e+13 6.69771e+13 4.26341e+13 7.01422e+13 4.08575e+13 4.03244e+13 3.92453e+13 3.77023e+13 1.59296e+14
threshold=96.015000000000015 55.755036050000008 55.708120100000009 55.784980300000008 37.542000650000013 6.5000000000000009 37.642309100000013 22.500000000000004 132.05000000000004 55.777112100000004 8.5000000000000018 52.395917250000004 2.5000000000000004 1.5000000000000002 120.05000000000001 55.701368300000006 4.5000000000000009 23.500000000000004 25.500000000000004 21.500000000000004 21.500000000000004 56.802385350000009 59.990816400000007 59.950068600000009 30.305955500000003 59.939091550000008 30.226173900000003 110.05000000000001 55.899899800000007 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 5 -3 -6 8 14 10 11 13 -12 -8 -7 16 -2 19 28 20 -5 -22 23 25 -25 -23 -24 -21 29 -19
right_child=1 3 -4 17 6 7 9 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 18 -20 27 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=15.211032018764445 -2227.6526250618949 151913.18981186225 14689.713333701504 -832.98794439652374 -174734.57157714845 -46251.992489885604 137321.15850694446 85218.514308647267 120672.07096354169 -49606.75710661515 -177567.34546386718 141835.25177323192 -16555.004225817593 -1786.0463415292595 -174880.51640625001 -40987.746056437943 1761.9483398046393 -85828.787951990089 5551.7009891292573 -5721.1923345094092 -4683.4323118822167 41916.078112104704 51453.455701401661 269190.64404761902 10729.710639880954 -48325.860908018869 -37802.576286793716 -103680.26932255994 -18595.056513173113 30609.618343034716
leaf_weight=4168594 36781 49 2689 49567 40 70 27 73 27 460 20 38 1056 208 39 212 49714 148 1807 93 1084 940 68 21 21 53 198 73 3424 570
leaf_count=4168594 36781 49 2689 49567 40 70 27 73 27 460 20 38 1056 208 39 212 49714 148 1807 93 1084 940 68 21 21 53 198 73 3424 570
internal_value=0 -423.939 407.954 -1659.82 -16730.5 26608 -22777.7 -2769.77 -49998.8 -19417.7 -9123.44 31963.1 -19547.8 14196.5 -92275 -34.959 65.4166 -1112.97 -8218.65 -301.895 -146.933 14111.2 29771 41273.6 139960 37099.5 -14985.2 -48799.6 -14226.1 6608.39
internal_weight=0 149570 89396 60174 2107 258 1849 209 136 1809 1349 273 1076 235 109 86707 86495 58067 5949 52118 51952 2385 1301 1035 42 993 266 166 4142 718
internal_count=4318164 149570 89396 60174 2107 258 1849 209 136 1809 1349 273 1076 235 109 86707 86495 58067 5949 52118 51952 2385 1301 1035 42 993 266 166 4142 718
is_linear=0
shrinkage=0.1


Tree=1672
num_leaves=31
num_cat=0
split_feature=3 4 5 0 3 0 0 0 0 1 5 5 1 2 3 0 0 5 1 0 5 1 0 0 5 5 0 0 5 1
split_gain=2.5106e+12 1.58527e+13 1.36121e+13 2.81232e+13 6.4961e+13 4.62408e+13 5.57217e+13 4.51328e+13 5.37182e+13 4.67661e+13 5.06629e+13 5.2635e+13 4.16836e+13 3.42146e+13 3.35049e+13 3.67566e+13 4.96768e+13 4.47662e+13 2.90318e+13 2.88958e+13 4.3852e+13 3.12003e+13 3.38857e+13 3.5418e+13 3.63954e+13 3.762e+13 3.12893e+13 6.04067e+13 5.34232e+13 3.65728e+13
threshold=25.500000000000004 4.5000000000000009 42.605000000000011 56.852744000000008 26.500000000000004 60.035045000000004 60.017447350000005 59.863160500000006 60.003414000000006 30.502469200000004 96.015000000000015 58.605000000000011 30.315880100000005 16.500000000000004 31.500000000000004 59.834458500000004 56.863241500000008 86.810000000000016 30.370618100000005 59.916647550000008 74.610000000000014 60.648383500000008 56.863241500000008 59.896318000000008 52.990000000000002 54.410000000000004 59.863160500000006 59.834458500000004 59.245000000000012 60.08989780000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 19 14 9 10 11 -9 -8 -14 15 16 -6 -17 -18 21 -21 22 -5 26 -25 -26 27 29 -28 -24
right_child=1 -3 3 4 7 -7 12 8 -10 -11 -12 -13 13 -15 -16 17 18 -19 -20 20 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-10.102229319761218 2396.9820470198524 -54619.361786358175 -1510.7508532169347 68264.319994042366 61492.848321771009 190.36002773110386 -30797.209670608107 -31613.487786695223 -69.038907602050415 -4417.6096672579615 107380.77356933593 -95424.549119401694 39222.86396679168 120089.36343352756 -3904.0015402549006 44563.379447726125 -119813.4840029762 191348.93137109376 986.70707206927909 3295.4154057521446 -112435.84010917468 -33241.822716979979 -41471.976317093002 -40177.210368695174 98704.895039441762 33173.183688906516 14137.042235685651 64036.580683318665 -71531.733193193853 17966.099978899274
leaf_weight=4243674 27184 52 39280 159 154 1530 37 359 1329 395 20 202 94 118 923 123 21 25 378 204 39 100 147 57 103 586 190 213 118 350
leaf_count=4243674 27184 52 39280 159 154 1530 37 359 1329 395 20 202 94 118 923 123 21 25 378 204 39 100 147 57 103 586 190 213 118 350
internal_value=0 575.521 614.079 -411.58 5002.95 13898.4 22237.7 -4155.17 -13151.5 -30965.5 -49014.4 -54590 67140.6 84233.5 8613.56 25095.3 13249.2 69358.2 -5371.2 17303.6 -15278.7 21217.3 24049.3 20064 36616.6 42969.7 7934.03 19481.1 -18684.1 385.824
internal_weight=0 74490 74438 47254 7974 4045 2515 3929 2305 976 581 561 249 212 1624 701 553 148 399 2266 243 2023 1923 1764 746 689 1018 710 308 497
internal_count=4318164 74490 74438 47254 7974 4045 2515 3929 2305 976 581 561 249 212 1624 701 553 148 399 2266 243 2023 1923 1764 746 689 1018 710 308 497
is_linear=0
shrinkage=0.1


Tree=1673
num_leaves=31
num_cat=0
split_feature=3 2 5 0 0 5 1 5 0 1 1 1 0 5 0 5 5 6 1 5 0 1 5 5 5 1 4 0 0 5
split_gain=2.47827e+12 2.81803e+13 2.41936e+13 2.61079e+13 5.51055e+13 6.0435e+13 5.09224e+13 5.87822e+13 4.27536e+13 4.60935e+13 4.15566e+13 3.45844e+13 4.09227e+13 4.65101e+13 6.14446e+13 6.8193e+13 4.29795e+13 3.06589e+13 2.70519e+13 2.48103e+13 2.62879e+13 5.02675e+13 2.21779e+13 2.19486e+13 5.26142e+13 3.119e+13 2.84229e+13 4.63033e+13 6.21215e+13 5.85766e+13
threshold=4.5000000000000009 3.5000000000000004 59.510000000000012 56.819808050000006 55.695992150000002 80.815000000000012 37.314272700000011 142.05000000000004 55.826364100000013 37.971176850000006 30.362552800000003 30.332994000000003 59.950068600000009 109.05000000000001 59.932719750000011 81.910000000000011 88.015000000000015 1.5000000000000002 46.037218400000008 47.005000000000003 44.580511600000001 39.726951800000002 107.05000000000001 118.33500000000002 112.04500000000002 30.305955500000003 2.5000000000000004 59.932719750000011 59.939091550000008 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 -4 -6 -7 8 9 -8 11 17 13 14 15 -13 -16 -5 -9 -3 21 -21 -10 24 26 -25 -19 29 -29 -28
right_child=-2 2 3 10 5 6 7 18 22 -11 -12 12 -14 -15 16 -17 -18 23 -20 20 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=30.919669305686696 23.270461611495563 -3087.8278362989172 -5634.6394684481775 -61365.348580411592 -12571.85906877926 -138950.2473002772 -221067.44778529578 126438.49751157407 -51304.760448571411 -70149.795574700343 10259.391966728008 -33562.366149779045 -178282.84034598214 58318.226511548914 -23372.49100748698 -166650.58183903771 151109.07332031251 -24792.746370135617 -15118.777662037037 -75679.956374595917 6231.7037465019048 1159.2259164428713 10969.937494648973 -8105.1879130379093 169407.76507812503 -146995.05958806819 28422.035586085462 205054.72251562501 34457.297487692638 -83708.465426974828
leaf_weight=337917 3945856 18812 5261 82 1028 62 28 27 264 73 1769 99 21 46 48 63 20 212 27 116 5462 320 73 61 20 22 132 25 146 72
leaf_count=337917 3945856 18812 5261 82 1028 62 28 27 264 73 1769 99 21 46 48 63 20 212 27 116 5462 320 73 61 20 22 132 25 146 72
internal_value=0 -246.629 -2973.75 -7211.2 -10555.5 -26920.1 -53544.7 -42782.2 -54918.9 -111988 852.665 -14713.8 -43712.7 -33473.6 -51832 -85318.9 27945.6 -3557.44 55659.9 -1313.58 4345.48 -19284.2 -37815 3312.49 9907.62 -44919.4 4473.2 21018.2 59398.4 -11153.4
internal_weight=0 372308 34391 9681 6843 1582 554 492 438 101 2838 1069 297 276 230 162 68 772 54 24710 5898 436 337 690 607 83 587 375 171 204
internal_count=4318164 372308 34391 9681 6843 1582 554 492 438 101 2838 1069 297 276 230 162 68 772 54 24710 5898 436 337 690 607 83 587 375 171 204
is_linear=0
shrinkage=0.1


Tree=1674
num_leaves=31
num_cat=0
split_feature=0 0 3 6 3 1 1 1 5 5 2 4 5 3 5 4 5 5 1 0 1 5 1 5 3 3 0 1 1 1
split_gain=2.38633e+12 2.22246e+13 2.17052e+13 2.17552e+13 3.65279e+13 3.3998e+13 2.42809e+13 3.60244e+13 2.39346e+13 2.08539e+13 3.53584e+13 2.06085e+13 2.60826e+13 2.77862e+13 2.28591e+13 3.60161e+13 2.48307e+13 2.61798e+13 2.84141e+13 2.31457e+13 2.41607e+13 2.19615e+13 1.87476e+13 1.85651e+13 1.84545e+13 4.04577e+13 8.63485e+13 4.90544e+13 6.99174e+13 8.58495e+13
threshold=47.236539400000005 47.222459950000008 3.5000000000000004 1.5000000000000002 11.500000000000002 39.718803500000007 39.767857750000005 39.718803500000007 78.710000000000022 107.05000000000001 2.5000000000000004 4.5000000000000009 120.05000000000001 8.5000000000000018 107.05000000000001 3.5000000000000004 98.020000000000024 103.45000000000002 39.739656000000004 47.228519500000004 39.739656000000004 95.020000000000024 39.630124250000001 92.035000000000011 5.5000000000000009 8.5000000000000018 47.155083450000006 38.92948375000001 37.944765900000007 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 22 4 -4 -6 7 9 -7 -5 -11 12 14 -14 16 19 21 -18 -19 20 -16 -9 -3 -8 -1 26 27 28 29 -26
right_child=-2 2 3 6 5 8 23 11 -10 10 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=777.70740513020178 -32.948433810402655 27723.785992782181 24716.005608571031 3880.5745073022781 -12945.943499639377 1313.8253731119353 -5280.9817987423357 12230.277675725978 44497.637436915487 -108950.96117788463 -9287.0861662845982 -63993.770468750008 146301.40576923077 34321.854728515631 63768.942410714284 63155.154909939243 88655.304117838547 53576.340802556828 -81689.860416666663 -87472.219757249637 -68810.279687500006 -68409.885210822613 -9062.6656350643225 69066.941572840078 -159.82867233762843 79.490811242635829 18491.083110482239 -4575.1255570176118 7643.4733783856882 -28045.41430458262
leaf_weight=226072 3609165 148 447 18183 2579 2032 2759 5041 137 39 408 35 26 150 28 36 87 44 24 72 27 34 2167 34 5442 378006 1901 52780 8876 1385
leaf_count=226072 3609165 148 447 18183 2579 2032 2759 5041 137 39 408 35 26 150 28 36 87 44 24 72 27 34 2167 34 5442 378006 1901 52780 8876 1385
internal_value=0 167.724 2641.9 3313.85 -2612.83 -5185.7 4453.05 5470.6 4041.43 3356 -17982.6 12500.4 12981.2 50864.3 11744.8 -25133.5 12894.2 52321.4 5835.33 -50160.2 -1315.4 11690 -6710.88 -4375.92 41.0299 -330.393 -2531.72 -3115.29 1791.43 -5817
internal_weight=0 708999 34537 32222 5195 4748 27027 24234 2169 18630 447 5604 5569 176 5393 163 5230 155 68 127 55 5075 2315 2793 674462 448390 70384 68483 15703 6827
internal_count=4318164 708999 34537 32222 5195 4748 27027 24234 2169 18630 447 5604 5569 176 5393 163 5230 155 68 127 55 5075 2315 2793 674462 448390 70384 68483 15703 6827
is_linear=0
shrinkage=0.1


Tree=1675
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 1 1 3 0 1 1 1 0 4 2 1 3 5 1 2 3 5 4 2 3 1 3 3 5 4
split_gain=2.47716e+12 1.43955e+13 7.99929e+13 5.02873e+13 3.74684e+13 4.31174e+13 3.63564e+14 4.12601e+14 2.64287e+14 5.942e+13 1.60602e+14 7.10999e+13 9.83748e+13 7.15878e+13 8.06046e+13 6.67767e+13 9.29868e+13 5.83973e+13 5.43978e+13 4.87885e+13 2.55631e+14 4.77913e+13 4.47563e+13 5.53401e+13 4.31214e+13 6.68086e+13 3.89384e+13 3.74871e+13 4.0972e+13 4.282e+13
threshold=45.098908000000009 46.672631750000008 20.500000000000004 36.761894450000007 47.981192400000005 39.666208800000007 39.630124250000001 3.5000000000000004 45.254062050000009 39.110397700000007 39.143775600000005 39.011252750000004 45.133160800000006 3.5000000000000004 2.5000000000000004 39.007683500000006 7.5000000000000009 71.00500000000001 38.984911950000004 11.500000000000002 14.500000000000002 67.00500000000001 1.5000000000000002 2.5000000000000004 12.500000000000002 38.959914000000005 8.5000000000000018 3.5000000000000004 94.040000000000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -8 -9 11 17 12 13 24 -15 16 18 -11 -14 -19 -21 -13 -10 -24 -5 -26 -17 -23 29 -29
right_child=1 -3 -4 4 -6 -7 7 8 22 10 -12 21 15 14 -16 26 -18 19 -20 20 -22 27 23 -25 25 -27 -28 28 -30 -31
leaf_value=196.893112992884 24781.119206358686 -3.0312461689076908 22968.603808081825 9025.8048074958715 14506.681380949007 -8555.9885494020018 -11851.704585112719 -29930.136379278279 178549.35676136366 24728.018544012211 -7874.7179138690117 -7159.3156993651055 -5908.3929947931656 11612.208920660252 122561.92455561928 -17672.226598115809 -16828.100094203342 50607.477773227489 9532.3727406182352 425074.10108695657 47313.167910879631 14957.113299397788 407461.12219827587 245381.48643196403 -24600.744386425504 2537.3145456229668 61677.226095298742 -38944.992407954771 -109399.88483902783 58065.226756006363
leaf_weight=556621 694 3695737 1310 8737 1302 10271 189 42 55 781 1687 14956 7295 164 109 85 5796 279 3320 23 81 150 29 77 1059 6326 227 637 76 49
leaf_count=556621 694 3695737 1310 8737 1302 10271 189 42 55 781 1687 14956 7295 164 109 85 5796 279 3320 23 81 150 29 77 1059 6326 227 637 76 49
internal_value=0 -29.1356 -1495.19 -1992.08 -2283.3 -2633.07 -1468.31 94474.3 193467 -2193.84 11840.2 -3010.63 -373.524 5130.89 55910.8 -5769.98 -6641.27 40413.4 -1079.06 72398.3 130856 -8514.51 251745 289724 4271.02 -1354.25 40059.6 -30738.6 -39733.8 -32015.7
internal_weight=0 3.76154e+06 65806 64496 63802 62500 52229 392 203 51837 2851 48986 33118 16395 273 16723 16411 1164 10615 383 104 15868 161 106 16122 7385 312 912 762 686
internal_count=4318164 3761543 65806 64496 63802 62500 52229 392 203 51837 2851 48986 33118 16395 273 16723 16411 1164 10615 383 104 15868 161 106 16122 7385 312 912 762 686
is_linear=0
shrinkage=0.1


Tree=1676
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 1 0 3 1 0 5 5 2 5 1 1 0 2 0 0 0 3 5 3 0 5 0 1 0 2
split_gain=2.39125e+12 2.45478e+13 4.14704e+13 6.08017e+13 7.80594e+13 4.01954e+13 1.13947e+14 7.1047e+13 7.96239e+13 1.09571e+14 8.04229e+13 8.59329e+13 5.52783e+13 5.35113e+13 5.34749e+13 5.72758e+13 1.09507e+14 8.80605e+13 6.11874e+13 5.68682e+13 5.46649e+13 6.75918e+13 1.02744e+14 1.88456e+14 9.68187e+13 1.79998e+14 2.47796e+14 8.12987e+13 8.0905e+13 6.24744e+13
threshold=68.00500000000001 82.837870700000011 65.610478850000007 60.052595500000002 6.5000000000000009 82.940215400000014 54.970187400000007 4.5000000000000009 82.902675200000019 55.061033200000004 103.45000000000002 102.01000000000001 1.5000000000000002 118.33500000000002 82.962740850000003 82.963712850000022 55.043101600000007 7.5000000000000009 55.046835900000012 54.99493995000001 55.078308950000007 9.5000000000000018 73.995000000000019 5.5000000000000009 55.017213950000006 112.04500000000002 55.039751500000008 82.957885500000017 55.046835900000012 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 13 8 10 -10 11 -8 -9 -3 20 16 17 -16 -18 -19 21 22 28 27 -25 26 -26 -24 -7 -27
right_child=1 5 3 4 -6 14 7 12 9 -11 -12 -13 -14 -15 15 -17 18 19 -20 -21 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=34.399548143511176 -356.53212071924128 -20314.014932771461 -10334.093548214929 51748.003369535465 -2479.9840999296625 12826.115466168283 -46053.457304132266 25465.965687498348 46162.97505083977 -58694.196325453282 -138800.07134392558 150617.28802083334 5300.6486942357215 102632.86801215279 6995.1623375244153 730.20243951405473 -129779.91791373241 88532.494546979869 52134.63902734375 23785.347306413154 -21341.970128297351 -5179.9843995096635 -44238.35886895693 -18326.650789088628 223887.65474137932 -4782.6629030923714 39659.174504283001 49538.793484669819 107447.33522170047 83483.902387152775
leaf_weight=3557887 584229 2126 8021 371 933 174 299 1424 267 159 89 24 29962 36 800 110010 71 298 25 249 1769 16791 723 299 116 422 197 106 188 99
leaf_count=3557887 584229 2126 8021 371 933 174 299 1424 267 159 89 24 29962 36 800 110010 71 298 25 249 1769 16791 723 299 116 422 197 106 188 99
internal_value=0 -160.98 -462.134 -7078.29 12948.4 911.163 3957.24 5448.31 -23287.9 7026.14 -54632 -31440.2 6215.56 -18266.8 119.681 989.834 20783.3 28137.6 -82406.3 59058.9 -4524.12 -2967.71 13016.1 3984.48 30495 47998.1 107936 -32247.6 61966.4 11989.7
internal_weight=0 760277 593554 9325 1304 166723 34386 32224 838 426 412 323 31386 2162 132337 111453 1443 1347 96 547 20884 19115 2324 1962 1133 834 313 829 362 521
internal_count=4318164 760277 593554 9325 1304 166723 34386 32224 838 426 412 323 31386 2162 132337 111453 1443 1347 96 547 20884 19115 2324 1962 1133 834 313 829 362 521
is_linear=0
shrinkage=0.1


Tree=1677
num_leaves=31
num_cat=0
split_feature=5 2 2 0 1 1 0 0 0 4 5 5 1 0 0 5 3 2 3 1 2 0 0 0 2 1 4 6 0 1
split_gain=2.37752e+12 1.17541e+13 2.70619e+13 1.25388e+14 4.6336e+13 3.84448e+13 3.30038e+13 3.10401e+13 5.89779e+13 2.68555e+13 2.95326e+13 2.62818e+13 2.56431e+13 2.46308e+13 2.44629e+13 4.35055e+13 6.02538e+13 3.96931e+13 3.53939e+13 6.65017e+13 3.28687e+13 4.39118e+13 3.00851e+13 7.80824e+13 5.58184e+13 2.9556e+13 2.72871e+13 2.56089e+13 2.45826e+13 2.27762e+13
threshold=96.015000000000015 20.500000000000004 21.500000000000004 45.047272400000004 38.950530550000003 60.648383500000008 45.055827000000008 45.084117700000007 47.236539400000005 3.5000000000000004 114.05000000000001 142.05000000000004 30.305955500000003 45.053747000000008 47.222459950000008 125.85000000000001 24.500000000000004 23.500000000000004 24.500000000000004 60.601268000000012 22.500000000000004 55.777112100000004 56.876792350000009 59.932719750000011 23.500000000000004 37.533784800000006 3.5000000000000004 1.5000000000000002 60.003414000000006 65.58467570000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 13 11 -9 10 -6 -5 -10 -4 15 16 -8 -17 19 20 21 -16 -20 24 -24 26 -23 -27 -22 -7
right_child=1 2 6 5 9 29 14 8 12 -11 -12 -13 -14 -15 18 17 -18 -19 22 -21 28 25 23 -25 -26 27 -28 -29 -30 -31
leaf_value=14.055301951538752 -546.87353151163109 -773.02458333333334 -19539.448981260382 -110798.54611816407 99673.086919341222 -83441.821540178571 183550.81077724361 173382.93867187502 -40211.922070312503 41915.148490767053 219681.14144021738 33174.508630952383 27495.453123020481 -104980.00596217107 41663.159536637933 -115856.01731770833 4143.8995659722223 34627.880841346159 2957.6777806208684 20600.233415049133 -83101.546289062506 -47937.420195895524 199743.98173076924 2204.7267745141703 52580.978929379118 -52855.96188368056 63155.071543560611 -182567.84783245585 13195.842691532258 -11444.218108532477
leaf_weight=4168594 145125 30 301 32 37 56 39 26 64 22 46 21 444 38 87 24 36 65 1846 291 183 67 39 239 76 45 33 23 31 204
leaf_count=4168594 145125 30 301 32 37 56 39 26 64 22 46 21 444 38 87 24 36 65 1846 291 183 67 39 239 76 45 33 23 31 204
internal_value=0 -391.729 4673.6 19326.2 108831 5060.36 518.588 19239.3 26483.8 140146 166184 -53752.6 18965.4 -29116.9 3734.47 41328.8 97435.5 -5952.05 1651.54 -16953.2 -40253.9 -16002.2 8078.62 34782.8 102488 -45864.7 -11276.9 -96729.1 -69151.9 -26951.4
internal_weight=0 149570 4445 982 135 847 3463 587 534 105 83 53 508 339 3124 164 75 89 2960 760 469 255 2200 354 115 168 100 68 214 260
internal_count=4318164 149570 4445 982 135 847 3463 587 534 105 83 53 508 339 3124 164 75 89 2960 760 469 255 2200 354 115 168 100 68 214 260
is_linear=0
shrinkage=0.1


Tree=1678
num_leaves=31
num_cat=0
split_feature=3 5 5 5 1 0 1 5 1 0 0 0 4 5 5 0 2 3 0 5 0 4 4 1 0 0 1 5 5 4
split_gain=2.3267e+12 7.22436e+12 2.29707e+13 2.79505e+13 2.33751e+13 3.45796e+13 1.90734e+13 2.17678e+13 3.56076e+13 2.57108e+13 1.87254e+13 9.02638e+13 1.85543e+13 2.05114e+13 1.66338e+13 1.44286e+13 2.33593e+13 1.35809e+13 2.27272e+13 2.02228e+13 1.76295e+13 1.44857e+13 1.22201e+13 1.18346e+13 2.2849e+13 3.23085e+13 2.60029e+13 2.04152e+13 4.26061e+13 5.04986e+13
threshold=2.5000000000000004 101.05000000000001 114.05000000000001 110.05000000000001 37.328003200000005 45.133160800000006 38.969379750000009 177.02500000000003 38.096381250000007 55.777112100000004 45.005863250000004 45.067452850000002 3.5000000000000004 132.05000000000004 128.92000000000004 56.663136550000011 1.5000000000000002 1.5000000000000002 56.501468900000013 109.05000000000001 55.657530000000008 3.5000000000000004 2.5000000000000004 50.158868250000005 47.297889100000013 47.222459950000008 47.282206100000003 142.05000000000004 177.02500000000003 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 -4 7 9 -9 -6 -3 -12 13 -7 -14 -16 -17 -13 20 21 -19 22 -20 24 25 26 -8 -26 -29 -30
right_child=-2 2 4 -5 6 12 23 8 -10 -11 11 17 14 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=322.68420632538545 -12.035957882482812 51290.274794823235 -149829.52201704547 63601.862915231301 25851.437316689946 4778.9365767045456 4190.1119286635321 147291.44703124999 -1176.8173958333334 -80568.190024038471 -136475.32001488094 47424.561131036935 -52316.625171493906 -122345.05140625002 58375.295892107933 -92268.507373046887 50388.174218750006 2259.9837194824222 101219.21597656251 -35498.558566810345 -67968.617527262366 116206.83750000001 9482.0746314858497 9602.6340022947734 -64781.348661081414 103559.73851562501 -66991.532291666663 57958.490665409481 27842.141337890629 -127404.84854403409
leaf_weight=110359 4205107 99 22 127 179 22 515 35 30 26 42 110 41 30 54 22 24 140 20 29 48 31 53 656 114 30 57 58 40 44
leaf_count=110359 4205107 99 22 127 179 22 515 35 30 26 42 110 41 30 54 22 24 140 20 29 48 31 53 656 114 30 57 58 40 44
internal_value=0 447.672 5560.18 21164.1 103.882 -31045.4 3857.87 28342.7 78767.6 12354.3 11741.7 3464.12 -17505.3 -68561.8 1324.07 23316.7 -17838.9 17100.9 6709.63 38345 -15670.7 58936 34615.5 -508.652 -8239.42 2402.3 -2903.16 -33264.1 -7961.52 -53477.7
internal_weight=0 113057 2698 699 1999 215 1784 270 65 205 572 473 193 52 141 100 46 431 321 133 188 104 73 1514 858 602 572 256 142 84
internal_count=4318164 113057 2698 699 1999 215 1784 270 65 205 572 473 193 52 141 100 46 431 321 133 188 104 73 1514 858 602 572 256 142 84
is_linear=0
shrinkage=0.1


Tree=1679
num_leaves=31
num_cat=0
split_feature=2 5 5 4 5 0 1 2 3 0 5 1 1 2 2 4 0 2 2 4 5 5 0 1 1 0 5 1 2 2
split_gain=2.28708e+12 5.72631e+12 8.90748e+12 8.47247e+12 7.34522e+12 1.31459e+13 1.54038e+13 4.87056e+12 2.98725e+12 1.44838e+13 1.86983e+13 1.4437e+13 2.75844e+13 1.22777e+13 1.20964e+13 1.5392e+13 1.11517e+13 5.95383e+13 1.06533e+13 8.99525e+12 3.51912e+13 2.37485e+13 1.92262e+13 1.48986e+13 4.10747e+13 5.28046e+13 2.69122e+13 2.58564e+13 2.20277e+13 2.06759e+13
threshold=34.500000000000007 67.990000000000023 96.015000000000015 2.5000000000000004 39.995000000000012 55.826364100000013 37.615058950000012 35.500000000000007 34.500000000000007 55.68356880000001 62.995000000000012 37.503486000000002 39.666208800000007 10.500000000000002 26.500000000000004 2.5000000000000004 55.695992150000002 16.500000000000004 22.500000000000004 2.5000000000000004 137.05000000000004 65.50500000000001 56.838612000000005 37.615058950000012 37.642309100000013 55.834684950000003 68.52500000000002 37.559851850000008 15.500000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 6 -6 -2 -1 10 11 13 18 -10 15 -12 17 -11 -13 23 21 -21 -23 27 25 26 28 -18 -25 -27
right_child=1 2 -4 -5 5 -7 -8 -9 9 16 14 12 -14 -15 -16 -17 19 -19 -20 20 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=2.1922516024271723 30041.806622023811 -87437.463027343751 22235.096540715145 -6653.2341427364872 116549.52449596774 -11386.797558593751 13234.162326388889 -32331.742111895164 -19281.146984375002 148671.8559940733 -83865.539152644225 87883.599786086314 -78263.138724365243 -104043.84519675927 39971.577730823861 12024.372905585107 -8315.5465099520134 -36737.320639534883 -9645.300822957357 92451.061618589738 -40058.379824969954 18531.706305134026 -33801.957817382812 -28508.846969039354 -4781.4122759110014 75988.643385416668 98089.540538194458 -70455.302700892862 31146.45522225216 207251.36664062503
leaf_weight=4313208 21 20 52 37 31 32 27 31 25 29 26 21 40 54 55 47 1543 43 24 39 130 573 80 108 1567 30 36 70 145 20
leaf_count=4313208 21 20 52 37 31 32 27 31 25 29 26 21 40 54 55 47 1543 43 24 39 130 573 80 108 1567 30 36 70 145 20
internal_value=0 9545.34 -7694.44 -34998.6 22778.7 40066.4 68454.4 -7142.42 -0.554872 -2518.92 -24088.3 -46444.2 -17840.7 -77220.2 4555.3 -22128.2 -1091.72 37941.4 35868.2 -1739.12 7679.46 16647.5 12120.2 -3939.2 2046.55 33608.2 17192.1 -11012.3 5680.95 128494
internal_weight=0 251 109 57 142 90 58 52 4.31791e+06 4705 292 164 85 79 128 73 4413 72 45 4341 822 692 653 3519 1906 339 289 1613 253 50
internal_count=4318164 251 109 57 142 90 58 52 4317913 4705 292 164 85 79 128 73 4413 72 45 4341 822 692 653 3519 1906 339 289 1613 253 50
is_linear=0
shrinkage=0.1


Tree=1680
num_leaves=31
num_cat=0
split_feature=5 3 5 1 1 0 4 1 1 3 2 0 4 5 2 2 3 3 1 0 3 1 1 3 5 3 2 1 1 3
split_gain=2.28666e+12 6.75843e+12 5.43918e+12 1.99641e+13 2.10233e+13 7.6707e+13 5.53361e+13 5.97404e+13 4.88162e+13 4.1202e+13 3.74805e+13 3.61322e+13 3.08682e+13 2.65773e+13 2.6245e+13 4.07817e+13 4.06016e+13 2.58933e+13 5.50206e+13 5.58467e+13 5.73478e+13 3.75892e+13 3.95843e+13 3.13819e+13 4.70983e+13 3.8842e+13 7.57249e+13 8.63586e+13 3.44759e+13 5.18436e+13
threshold=225.45000000000002 34.500000000000007 150.04500000000004 38.969379750000009 38.911476500000006 45.029420750000007 3.5000000000000004 38.92948375000001 38.151577750000008 15.500000000000002 3.5000000000000004 45.029420750000007 4.5000000000000009 161.85000000000002 14.500000000000002 10.500000000000002 23.500000000000004 16.500000000000004 30.362552800000003 56.663136550000011 20.500000000000004 37.712318250000003 37.436176200000013 11.500000000000002 161.85000000000002 6.5000000000000009 8.5000000000000018 37.752451500000006 37.314272700000011 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 8 9 -7 -8 17 -6 -9 -10 -13 -12 15 -15 -16 23 -19 20 21 22 -20 24 -4 -26 27 28 29 -27
right_child=1 -3 3 -5 5 6 7 10 11 -11 13 12 -14 14 16 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.4791591022823045 2034.9352085479616 58905.288960193451 24974.65117068043 -4746.2288492213829 8069.6580929487172 -69385.850505314316 158950.63189655173 92365.106510416663 -176582.07839673915 132926.6091082317 -103643.35921336207 13752.318205078125 -114555.98859375001 -17670.114707031251 -118903.54867424244 143204.71550480771 52037.566927083331 -88775.732263454876 -58255.189793346777 117828.87684461806 56379.438223805155 16025.039322916666 -220047.44929687504 37673.71192555147 3173.4271334787722 -27514.195987856489 48707.840044357115 64126.469610206121 -175849.104375 -130545.16427469136
leaf_weight=4302555 4241 21 654 8272 39 86 29 39 23 82 29 50 30 40 33 26 24 90 62 36 68 45 20 306 895 123 83 47 35 81
leaf_count=4302555 4241 21 654 8272 39 86 29 39 23 82 29 50 30 40 33 26 24 90 62 36 68 45 20 306 895 123 83 47 35 81
internal_value=0 2315.15 -2.2873 -2188.81 4690.85 25281.7 -1370.69 25217.1 1370.5 92683.5 4911.96 -66120.9 -34363.3 -17526.7 2777.26 45704.8 -46928.3 4101.98 -22448 3393.93 -17732.5 -57414.5 -97716.7 7934.07 3189.37 -8082.45 -35383.3 -59787.3 -84155.3 -68423.6
internal_weight=0 4262 4.3139e+06 11347 3075 427 306 220 2648 121 191 103 80 152 123 66 57 2545 321 231 195 127 82 2224 1918 1264 369 286 239 204
internal_count=4318164 4262 4313902 11347 3075 427 306 220 2648 121 191 103 80 152 123 66 57 2545 321 231 195 127 82 2224 1918 1264 369 286 239 204
is_linear=0
shrinkage=0.1


Tree=1681
num_leaves=31
num_cat=0
split_feature=4 5 5 1 2 0 3 0 4 1 2 2 1 3 2 3 2 5 5 4 1 5 1 1 5 1 0 3 3 2
split_gain=2.29884e+12 1.50405e+13 3.29688e+13 6.63764e+13 2.37545e+13 2.11332e+13 6.58836e+13 5.30995e+13 3.42204e+13 3.82164e+13 5.49594e+13 3.42423e+13 3.06103e+13 2.69758e+13 4.34039e+13 2.55624e+13 2.55489e+13 3.42205e+13 4.26563e+13 2.88025e+13 2.19554e+13 2.23355e+13 2.13355e+13 4.00377e+13 4.64953e+13 3.29631e+13 8.87285e+13 7.87947e+13 6.28773e+13 4.92906e+13
threshold=4.5000000000000009 18.050000000000004 29.985000000000003 50.158868250000005 4.5000000000000009 59.950068600000009 17.500000000000004 59.916647550000008 7.5000000000000009 30.305955500000003 1.5000000000000002 5.5000000000000009 30.332994000000003 12.500000000000002 8.5000000000000018 4.5000000000000009 2.5000000000000004 109.05000000000001 142.05000000000004 5.5000000000000009 65.659480050000013 123.15000000000002 38.950530550000003 39.614024000000008 150.04500000000004 30.315880100000005 59.755965500000009 15.500000000000002 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 13 22 9 11 -11 16 15 14 20 -12 17 -9 -19 -18 -7 -22 25 24 -24 -4 -27 28 -28 -30
right_child=1 2 5 -5 -6 6 -8 8 -10 10 12 -13 -14 -15 -16 -17 19 18 -20 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-4.2163567214087401 -42815.074599228901 -64931.799750000006 16427.984798443904 209153.90597826088 75886.815081521738 -24442.194459122788 99726.289086914068 -64375.983593750003 116270.03118990385 134755.08882812501 150042.68726562499 95374.471930803571 14185.890704266265 -71834.11249150816 103427.02322916668 44420.213261114695 -76545.502624627974 118958.74805595931 -34924.891733870973 19076.926996527778 -13439.235009765625 122989.89875953313 45661.433951457169 444.13754715290173 1743.5434616494995 -5957.7790361246216 38883.097823660719 66742.008576516542 -241488.82128232761 -96890.398817274312
leaf_weight=4303792 77 25 488 23 23 635 48 36 39 50 30 28 482 92 30 97 105 43 31 45 28 21 445 8562 526 2146 28 34 29 126
leaf_count=4303792 77 25 488 23 23 635 48 36 39 50 30 28 482 92 30 97 105 43 31 45 28 21 445 8562 526 2146 28 34 29 126
internal_value=0 1262.62 1500.04 69473.8 2543.79 1160.75 -14090.6 2134.92 24469.2 20688.6 33968.7 -9699 25694 -20868.8 -14301.8 69370.4 -21014.6 15591.1 54494 -47858.8 -19465.4 45030.4 356.686 2626.58 21870.7 -7233.23 -12119.7 -73057.2 -99030.8 -123944
internal_weight=0 14372 14295 71 48 14224 854 13370 986 947 659 288 609 806 714 127 260 110 74 150 684 49 12384 9533 971 2851 2363 217 183 155
internal_count=4318164 14372 14295 71 48 14224 854 13370 986 947 659 288 609 806 714 127 260 110 74 150 684 49 12384 9533 971 2851 2363 217 183 155
is_linear=0
shrinkage=0.1


Tree=1682
num_leaves=31
num_cat=0
split_feature=1 1 3 0 5 0 5 6 5 5 0 0 3 5 3 0 0 1 1 3 4 3 1 3 0 0 3 0 6 0
split_gain=2.23131e+12 1.25458e+13 2.239e+13 5.79483e+13 2.66048e+13 2.49092e+13 3.26297e+13 2.44339e+13 2.79231e+13 3.8042e+13 2.39773e+13 4.32071e+13 3.87121e+13 2.5268e+13 5.34521e+13 2.5794e+13 2.63363e+13 4.99919e+13 4.17255e+13 3.24876e+13 2.67445e+13 2.19887e+13 2.18456e+13 1.89868e+13 2.50942e+13 6.3674e+13 2.48575e+13 6.18451e+13 2.10535e+13 6.19459e+13
threshold=82.981501350000016 83.003542850000017 18.500000000000004 55.078308950000007 98.020000000000024 54.864040150000001 177.02500000000003 1.5000000000000002 36.995000000000012 39.355000000000011 55.034903650000011 55.061033200000004 6.5000000000000009 83.010000000000005 9.5000000000000018 55.039751500000008 55.050600750000008 83.002084650000015 82.991167100000027 9.5000000000000018 1.5000000000000002 3.5000000000000004 82.991167100000027 3.5000000000000004 55.002082750000007 54.99493995000001 12.500000000000002 55.02863030000001 1.5000000000000002 55.014086100000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 10 -6 21 -4 -9 -10 23 13 22 15 -15 -12 18 19 20 -18 -17 -7 -13 -2 25 -25 27 28 29 -26
right_child=1 -3 3 -5 5 6 -8 8 9 -11 11 12 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=28.314758728554263 -13632.583830849675 80.027769986087961 -7429.6574782384023 36578.238118360918 -81972.976675575657 34093.204175464532 79481.182986111118 -18787.220662848893 -140734.66273271278 -33954.314237432067 15639.193814113391 -14708.403219043175 -54878.348458445398 -17132.285608497663 48174.981071134869 5153.9809937076634 -2036.9973106847804 -53759.163478387847 12604.171919336643 26523.696506264936 -12177.935437415925 -23124.800243670481 11781.932397066315 3490.790982805745 2946.4567388848409 81904.433284970233 -19482.814286712772 64957.297183898489 -2879.9562623562779 -3188.2863969545633
leaf_weight=3738169 1198 439854 2059 253 57 74 36 688 47 115 1801 946 183 187 380 1324 609 107 1594 1151 2718 727 464 7535 32682 105 751 141 49049 33160
leaf_count=3738169 1198 439854 2059 253 57 74 36 688 47 115 1801 946 183 187 380 1324 609 107 1594 1151 2718 727 464 7535 32682 105 751 141 49049 33160
internal_value=0 -182.494 -1006.46 -9325.82 -814.414 -18008.9 -13652.9 -13318.2 -27582.2 -64933.8 -701.456 3675 -11607.1 6141.25 26636.3 4892.25 2312.58 12606.3 -1097.36 16641 -6500.68 -17838.7 -5991.02 -1104.05 -982.442 4568.47 -1348.72 -1230.33 -1311.56 -143.183
internal_weight=0 579995 140141 3162 136979 894 837 2909 850 162 136085 11464 1593 9871 567 9304 7503 1867 5636 1760 4042 801 1410 124621 123423 7640 115783 115032 114891 65842
internal_count=4318164 579995 140141 3162 136979 894 837 2909 850 162 136085 11464 1593 9871 567 9304 7503 1867 5636 1760 4042 801 1410 124621 123423 7640 115783 115032 114891 65842
is_linear=0
shrinkage=0.1


Tree=1683
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 1 5 3 5 1 0 0 0 0 6 3 5 0 5 3 0 3 2 5 0 3 3 1 0 5
split_gain=2.2792e+12 2.08975e+13 3.98614e+13 6.40111e+13 1.02266e+14 1.30477e+14 6.71039e+13 4.38576e+13 4.22545e+13 3.90745e+13 1.39715e+14 5.60492e+14 2.48101e+14 1.10143e+14 1.17906e+14 1.06626e+14 1.05136e+14 7.9336e+13 7.8737e+13 7.72595e+13 8.62107e+13 7.21275e+13 7.12829e+13 4.53973e+13 4.24169e+13 3.87639e+13 3.79389e+13 3.58428e+13 1.44217e+14 1.81563e+14
threshold=5.5000000000000009 37.869926150000005 60.017447350000005 30.434657650000002 60.042666650000008 30.451272450000005 40.005000000000003 20.500000000000004 91.050000000000011 37.914142000000005 55.762622900000004 55.708120100000009 55.719391050000006 55.812836050000008 1.5000000000000002 21.500000000000004 80.00500000000001 55.701368300000006 58.995000000000012 24.500000000000004 55.674875350000008 17.500000000000004 14.500000000000002 74.610000000000014 55.68356880000001 19.500000000000004 17.500000000000004 30.362552800000003 60.042666650000008 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 27 5 6 -5 -6 -7 10 11 15 18 -12 25 17 19 21 -13 -17 -21 -3 -16 -19 -18 -15 -14 -4 29 -29
right_child=1 9 3 4 7 8 -8 -9 -10 -11 13 12 26 14 22 16 24 23 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-62.543067789297552 879.46722284379439 -7373.3852803861555 -1913.678399088785 -27019.543001903188 -4598.1893968884651 -8790.3921882773466 -77728.241029629964 19412.951309179116 -96550.796979631705 -73.197710981767329 -62156.76430315731 85769.251327996506 58656.509973914341 -34360.288040909618 -9254.3923594853659 35283.924659432938 17674.620107514005 -28763.54292333746 171740.56997665777 71820.641694018123 -938.06886333571265 -64214.390461226692 39822.401948012113 -81715.301726519348 -52715.613827905552 -100253.94873246174 18907.992154699805 17163.326359699724 -1009.0504940228623 110979.58183210256
leaf_weight=2480138 505035 5331 35048 528 6898 2701 516 855 56 1255015 594 304 333 1003 1314 804 106 1535 164 169 4476 233 382 181 445 98 861 2365 10450 226
leaf_count=2480138 505035 5331 35048 528 6898 2701 516 855 56 1255015 594 304 333 1003 1314 804 106 1535 164 169 4476 233 382 181 445 98 861 2365 10450 226
internal_value=0 84.3924 590.735 -1854.14 -8537.65 -21974.2 -52082.5 -1950.24 -10573 -140.15 -4723.48 -564.72 54182.7 -23048.5 -14743.1 -7416.4 2453.7 -15551.1 115896 6663.09 1709.13 -9753.68 1799.46 -34348.8 -39174.1 -40225.5 29993.6 -248.342 4227.29 25346.5
internal_weight=0 1.83803e+06 564678 59643 11554 3801 1044 7753 2757 1.27335e+06 18333 14942 1662 3391 2797 13280 6000 7280 468 5449 4645 5564 1696 1716 551 1101 1194 48089 13041 2591
internal_count=4318164 1838026 564678 59643 11554 3801 1044 7753 2757 1273348 18333 14942 1662 3391 2797 13280 6000 7280 468 5449 4645 5564 1696 1716 551 1101 1194 48089 13041 2591
is_linear=0
shrinkage=0.1


Tree=1684
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 0 3 0 5 5 2 0 4 3 6 6 5 4 3 3 3 5 0 5 4 5 4 3 6
split_gain=2.57894e+12 3.88842e+13 9.45429e+13 1.71593e+14 1.12035e+14 7.2512e+13 2.28915e+14 8.76608e+13 9.57144e+13 7.46696e+13 1.57537e+14 1.0484e+14 7.19139e+13 8.21275e+13 7.66848e+13 6.5425e+13 5.81964e+13 4.76645e+13 7.13806e+13 6.95622e+13 4.38013e+13 4.43373e+13 8.96565e+13 4.81449e+13 3.95779e+13 3.80632e+13 3.78461e+13 3.9887e+13 5.765e+13 5.48956e+13
threshold=49.111504200000006 49.148175700000003 55.820531900000013 55.769960200000007 19.500000000000004 18.500000000000004 55.784980300000008 17.500000000000004 55.784980300000008 56.005000000000003 55.990000000000002 3.5000000000000004 55.784980300000008 2.5000000000000004 6.5000000000000009 1.5000000000000002 1.5000000000000002 38.610000000000007 1.5000000000000002 7.5000000000000009 4.5000000000000009 7.5000000000000009 76.00500000000001 55.777112100000004 64.805000000000021 1.5000000000000002 79.010000000000005 2.5000000000000004 17.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 26 7 15 9 -9 10 17 -12 16 14 -14 -7 20 -5 19 -19 -11 22 -22 -24 -2 -18 -4 28 -28 -29
right_child=1 -3 4 5 -6 6 -8 8 -10 12 11 -13 13 -15 -16 -17 25 18 -20 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-68.090581934159772 -2243.5073642260495 45.258255225743746 -4457.1157676499661 -2815.3839245744184 51755.123199301801 46497.568518518521 -10289.741278515172 249144.8918762207 60076.126283822407 -44385.189500000008 75586.3251953125 -161720.64141566266 126329.38808569816 30301.615376656766 51177.212249304866 241822.22024601066 84195.933816964287 98216.26574861852 4709.6779766031077 29489.711983710265 317547.33622159093 18610.740537109374 176335.56185461956 -26131.660677083335 -29121.883843679869 -939.16863296291831 -33932.137082868307 76163.848423793868 -168182.24945652173 -27900.568248925352
leaf_weight=2430983 2126 1870817 5767 880 341 27 1293 32 164 25 24 83 204 1066 406 47 56 205 738 523 22 40 23 24 738 844 105 57 46 458
leaf_count=2430983 2126 1870817 5767 880 341 27 1293 32 164 25 24 83 204 1066 406 47 56 205 738 523 22 40 23 24 738 844 105 57 46 458
internal_value=0 87.7113 4941.16 11329.4 -4102.76 20058.1 -500.042 25302.2 90944.5 22810.2 10170 -108493 34251.8 47046.9 76310.1 170555 13512.3 15582.1 26625.6 48842.7 74995.5 102376 150936 72948 -9169.57 4358.13 -7063.67 -29634.2 -74829.5 -16382.8
internal_weight=0 1.88718e+06 16364 9590 6774 6726 1367 5359 196 5163 2453 107 2710 1676 610 74 1034 2346 1466 728 134 109 69 47 2864 900 6433 666 151 515
internal_count=4318164 1887181 16364 9590 6774 6726 1367 5359 196 5163 2453 107 2710 1676 610 74 1034 2346 1466 728 134 109 69 47 2864 900 6433 666 151 515
is_linear=0
shrinkage=0.1


Tree=1685
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 1 0 0 3 1 1 5 5 0 0 1 2 0 0 0 1 5 0 0 5 0 0 3 0
split_gain=2.34176e+12 1.45286e+13 6.21653e+13 1.96511e+14 2.05848e+14 3.55386e+14 1.45002e+14 2.3909e+14 2.25998e+14 1.35621e+14 1.33905e+14 1.75919e+14 2.03094e+14 1.31535e+14 1.24966e+14 1.25422e+14 1.24228e+14 1.75092e+14 1.31555e+14 1.1948e+14 2.14178e+14 1.19335e+14 1.10651e+14 1.08083e+14 1.94482e+14 1.49217e+14 9.95556e+13 1.74829e+14 2.16372e+14 1.65354e+14
threshold=10.500000000000002 14.500000000000002 37.752451500000006 37.792847950000002 55.719391050000006 55.734663800000007 37.615058950000012 55.68356880000001 55.664473600000008 11.500000000000002 37.457850350000008 37.436176200000013 67.990000000000023 96.015000000000015 55.899899800000007 55.535913550000011 37.66934650000001 10.500000000000002 55.734663800000007 55.745923000000012 55.751981950000008 37.869926150000005 37.505000000000003 55.664473600000008 55.762622900000004 51.815000000000005 55.674875350000008 55.86787755000001 11.500000000000002 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 13 10 8 -8 -7 11 -2 -13 -6 15 -12 17 -9 -19 -18 -21 23 -17 -5 25 -25 29 -28 -29 -24
right_child=1 -3 3 21 5 9 7 16 -10 -11 14 12 -14 -15 -16 22 19 18 -20 20 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=57.334108259226937 710.65366048947169 54.783372837913817 -7019.2390311181371 -27206.248931668888 -105485.06994549505 -130666.75478627873 -87.184523867560856 17770.468986951881 -56983.963498097117 -646.44151418148897 4419.7332660314742 18195.243329229419 113770.69037482444 148215.52611607144 15338.65971950245 663.79228297039867 -24336.742006252993 129635.6476950387 44199.154437592573 97258.038642682382 7586.1157141456169 -1807.7342317131997 -10110.69321787942 15120.258631029013 -224.7961515073423 64042.924560771353 -32862.61043730293 259196.16826171876 -2961.0744500791925 90480.099602440838
leaf_weight=2688514 96438 1303445 4020 622 761 87 5627 5803 797 1030 5246 1329 267 21 2292 4342 1069 214 1142 281 5111 170860 4947 1373 3051 1142 6183 32 1949 169
leaf_count=2688514 96438 1303445 4020 622 761 87 5627 5803 797 1030 5246 1329 267 21 2292 4342 1069 214 1142 281 5111 170860 4947 1373 3051 1142 6183 32 1949 169
internal_value=0 -94.5869 -691.438 -1912.88 -19836.6 -46969.7 868.782 8756.68 -7146.14 -10773.4 -414.6 1255.61 34184.4 -98672.1 -6922.44 -9153.61 16257.4 25330.3 57682.5 6204.33 12259.3 -1313.66 -13194.3 12328.5 16746.5 37334.8 -17725.4 -24579.4 1273.67 -6787.82
internal_weight=0 1.62965e+06 326205 182967 5919 1899 143238 20044 6424 1117 123194 98034 1596 782 25160 22868 13620 7159 1356 6461 5392 177048 17622 6188 5566 2515 13280 8164 1981 5116
internal_count=4318164 1629650 326205 182967 5919 1899 143238 20044 6424 1117 123194 98034 1596 782 25160 22868 13620 7159 1356 6461 5392 177048 17622 6188 5566 2515 13280 8164 1981 5116
is_linear=0
shrinkage=0.1


Tree=1686
num_leaves=31
num_cat=0
split_feature=3 0 0 1 4 5 5 5 0 0 1 5 1 5 5 5 6 1 0 0 3 4 3 5 0 1 4 1 2 3
split_gain=2.47011e+12 2.32387e+13 2.80528e+13 8.13237e+13 1.00278e+14 2.03167e+14 8.57081e+13 8.29528e+13 8.08563e+13 6.93581e+13 1.13575e+14 2.13906e+14 1.18964e+14 1.04014e+14 9.47769e+13 1.65154e+14 1.02637e+14 1.55506e+14 1.53494e+14 1.30399e+14 1.00769e+14 8.504e+13 7.50581e+13 3.36429e+14 6.76505e+13 1.26796e+14 8.82876e+13 6.7628e+13 8.01724e+13 6.73222e+13
threshold=19.500000000000004 60.035045000000004 59.882016200000002 30.207352000000004 2.5000000000000004 89.00500000000001 36.515000000000008 81.00500000000001 59.990816400000007 59.834458500000004 30.226173900000003 36.995000000000012 30.315880100000005 83.010000000000005 92.035000000000011 78.010000000000005 1.5000000000000002 30.502469200000004 59.863160500000006 59.853570100000006 23.500000000000004 2.5000000000000004 23.500000000000004 94.040000000000006 59.896318000000008 30.434657650000002 3.5000000000000004 30.315880100000005 15.500000000000002 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 7 -5 -6 -7 -2 -11 -12 13 -13 15 16 -14 18 -18 -19 -20 -17 23 -16 25 27 29 -8 -29 -27
right_child=1 -3 3 6 5 8 24 -9 -10 10 11 12 14 -15 22 21 17 19 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=27.604709266744027 -362.62210284819719 2588.1294048171712 8263.8826162544083 3245.3615999298709 84942.811151333517 -102016.9024764151 -103470.50027488427 250059.7277648926 53357.502071171024 -2915.0836164188436 -8363.410919356038 43398.454107395213 1211.0167433320491 139898.42481424083 -369186.22358398442 15785.060770753615 32168.572782919888 106325.21678059896 174013.36895265509 -24073.420928924421 63272.256152797971 107271.8912431433 1649.8655507915566 -1889.7537904452436 -4169.9736766794222 -19477.328703277908 114201.82486979169 -536.07741579972696 61458.993742695013 -51126.43692004992
leaf_weight=3810546 408312 28094 1112 14962 58 53 54 64 91 7768 3088 586 2180 138 32 147 1565 87 133 647 215 329 379 113 33126 1718 42 1167 254 1104
leaf_count=3810546 408312 28094 1112 14962 58 53 54 64 91 7768 3088 586 2180 138 32 147 1565 87 133 647 215 329 379 113 33126 1718 42 1167 254 1104
internal_value=0 -207.221 -370.993 -2522.45 21457.6 76613.3 -3152.75 171562 -3828.91 -99.0782 6082.81 13334.1 23561.9 61792.1 18811.8 22820.8 17279 30512.2 45525.9 -8617.45 105596 79018.6 -21759.9 -82948.3 -5707.89 -17449.1 -29716.9 6371.24 10545.4 -31858.8
internal_weight=0 507618 479524 53805 1378 266 52427 122 144 425719 17407 9639 6551 724 5827 5303 4827 2647 1913 734 348 476 524 145 37465 4339 2864 1475 1421 2822
internal_count=4318164 507618 479524 53805 1378 266 52427 122 144 425719 17407 9639 6551 724 5827 5303 4827 2647 1913 734 348 476 524 145 37465 4339 2864 1475 1421 2822
is_linear=0
shrinkage=0.1


Tree=1687
num_leaves=31
num_cat=0
split_feature=0 1 5 4 0 3 5 3 3 1 2 2 3 1 5 5 3 5 4 5 3 3 2 6 5 1 5 5 1 5
split_gain=2.39191e+12 1.22268e+13 1.09323e+13 1.43232e+13 1.45299e+13 2.16171e+13 1.38629e+13 1.44655e+13 1.33901e+13 2.6657e+13 1.31573e+13 1.30432e+13 1.65805e+13 1.6455e+13 1.46827e+13 2.44621e+13 2.06621e+13 2.48526e+13 1.55734e+13 1.86223e+13 1.66877e+13 1.43548e+13 1.43188e+13 1.20721e+13 1.17576e+13 1.14811e+13 3.80505e+13 1.87943e+13 1.12979e+13 1.85786e+13
threshold=43.056445700000005 44.083877800000003 89.00500000000001 1.5000000000000002 42.966471700000007 4.5000000000000009 88.015000000000015 13.500000000000002 3.5000000000000004 47.473138800000008 3.5000000000000004 12.500000000000002 10.500000000000002 47.282206100000003 132.05000000000004 150.04500000000004 11.500000000000002 123.15000000000002 2.5000000000000004 94.040000000000006 12.500000000000002 12.500000000000002 5.5000000000000009 1.5000000000000002 99.555000000000021 46.037218400000008 101.05000000000001 105.35000000000001 47.554129950000011 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 10 11 8 -3 -8 25 23 -4 12 13 -5 16 21 -14 18 20 -20 -18 -16 -21 -10 -22 26 -6 -27 29 -15
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13 14 28 15 -17 17 -19 19 22 24 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-65194.017780411246 -6.4522045497849891 161.55884053629813 11178.163920454546 -54922.592241130886 -30927.683548677887 7444.872454809708 -15600.76043339482 -97436.042722800921 69750.165078125006 104538.86727109968 -59418.128184185611 -38837.017292877565 32879.720029089098 2758.8213998168058 44274.631711647729 -4884.7587840360757 -235.11293799990699 -68143.10931490385 -45628.128848496308 -23728.308406349464 36897.915844247858 141622.75167410713 21618.938261818403 -29288.293505859376 120614.31248046875 47688.12330383301 140156.05486778845 -43111.959093086676 -7332.5251219794873 57125.386355633804
leaf_weight=28 4285952 25596 44 61 26 3017 108 27 20 66 66 83 235 548 33 51 84 52 93 108 51 28 196 32 25 40 26 53 1344 71
leaf_count=28 4285952 25596 44 61 26 3017 108 27 20 66 66 83 235 548 33 51 84 52 93 108 51 28 196 32 25 40 26 53 1344 71
internal_value=0 858.495 915.961 4596.26 5216.69 9841.78 -7.01081 -31967.8 37337.9 62350.4 -31179.6 263.919 1352.97 -3773.45 12206.4 46226.6 7691.86 -2027.59 4144.78 -6470.43 30483.8 88959 5508.73 8803.42 64436.2 16983 54614.2 -4058.16 -2183.99 8994.73
internal_weight=0 32212 32184 6453 6343 3280 25731 135 263 118 110 3063 2980 2024 956 112 844 609 557 397 160 61 304 52 76 145 52 93 1963 619
internal_count=4318164 32212 32184 6453 6343 3280 25731 135 263 118 110 3063 2980 2024 956 112 844 609 557 397 160 61 304 52 76 145 52 93 1963 619
is_linear=0
shrinkage=0.1


Tree=1688
num_leaves=31
num_cat=0
split_feature=5 5 5 0 0 4 1 3 1 1 1 0 1 1 2 1 0 1 1 1 2 3 3 1 1 0 0 0 0 1
split_gain=2.35411e+12 1.12846e+13 3.6527e+13 4.62604e+13 8.79783e+13 5.11591e+13 3.83873e+13 3.59367e+13 4.14774e+13 5.73921e+13 7.22274e+13 4.0658e+13 4.73659e+13 5.816e+13 1.36257e+14 5.37116e+13 5.23083e+13 6.86672e+13 5.15842e+13 5.86585e+13 4.95189e+13 4.65988e+13 1.89215e+14 8.18182e+13 3.74939e+13 3.64373e+13 1.64337e+14 5.13551e+13 4.81821e+13 4.56469e+13
threshold=102.01000000000001 109.05000000000001 110.05000000000001 59.916647550000008 57.178027650000011 2.5000000000000004 30.160599000000001 5.5000000000000009 82.902675200000019 82.945329900000004 82.933113850000026 43.592450450000008 38.984911950000004 38.096381250000007 15.500000000000002 37.792847950000002 55.183525900000006 43.94115175000001 44.005491150000005 46.037218400000008 8.5000000000000018 23.500000000000004 20.500000000000004 60.55755580000001 60.611165000000007 55.826364100000013 55.695992150000002 55.91302515000001 54.648549400000007 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -5 -7 -3 11 10 -10 -9 13 15 -15 25 -14 -18 -19 20 -20 22 -21 -24 -23 26 28 29 -13 -27
right_child=1 2 -4 5 -6 6 -8 8 9 -11 -12 12 16 14 -16 -17 17 18 19 21 -22 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=11.850202308568329 -2162.1129800514946 -8678.0397708311775 -422.77376847118444 156208.60187500002 -42565.754076734644 164438.73183593751 21983.254208662587 43403.637725011788 38052.46187025409 15777.992055816652 173698.36701108873 -7383.2763990162048 -18664.519396855507 37568.628630514708 264368.39054418105 -43359.634683948869 168873.26111232213 -104156.58766447369 201322.18031250002 1204.360456458505 3800.2855823863642 -22605.902972146738 93120.307062500011 364480.58125000005 -186611.31931152346 214024.41365927423 -127266.34537671234 -25211.933046875001 70333.677312575121 53219.569712271346
leaf_weight=4209727 28658 906 74421 35 354 20 349 317 107 320 62 135 1042 306 29 165 28 38 30 607 22 46 25 20 20 31 73 35 195 41
leaf_count=4209727 28658 906 74421 35 354 20 349 317 107 320 62 135 1042 306 29 165 28 38 30 607 22 46 25 20 20 31 73 35 195 41
internal_value=0 -460.047 151.364 8125.97 5472.49 40663.9 29704.4 9169.35 13546.6 40674.6 87816 9407.62 5676.07 23139.2 57202 6233.9 -3715.7 14916.7 9581.55 15194.6 117755 7766.81 15872.2 213725 -72304.5 22278.9 8505.91 74152.7 38540.4 122455
internal_weight=0 108437 79779 5358 4954 404 369 4600 3694 489 169 3205 2888 1010 335 675 1878 836 808 770 52 718 652 45 66 510 403 107 330 72
internal_count=4318164 108437 79779 5358 4954 404 369 4600 3694 489 169 3205 2888 1010 335 675 1878 836 808 770 52 718 652 45 66 510 403 107 330 72
is_linear=0
shrinkage=0.1


Tree=1689
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 5 6 1 5 3 0 0 3 0 0 0 0 0 1 3 6 2 3 5 1 3 0 3 0
split_gain=2.29065e+12 3.3288e+13 3.487e+13 8.44097e+13 8.1991e+13 7.58415e+13 6.63259e+13 3.71098e+13 3.14292e+13 3.39084e+13 3.97802e+13 3.20454e+13 1.72347e+14 7.40812e+13 4.70119e+13 4.53236e+13 8.7233e+13 6.50596e+13 3.8665e+13 6.14723e+13 3.63069e+13 3.32702e+13 3.48388e+13 3.30185e+13 3.2357e+13 3.20198e+13 1.3522e+14 5.28899e+13 5.14182e+13 7.25306e+13
threshold=49.111504200000006 50.227799100000006 56.338501050000012 58.242297500000006 55.860536450000005 55.87722990000001 77.00500000000001 1.5000000000000002 52.307266200000008 150.04500000000004 9.5000000000000018 56.367862600000002 55.701368300000006 5.5000000000000009 61.785186750000001 55.645049100000001 55.039751500000008 55.619594000000006 54.864040150000001 50.388877400000005 18.500000000000004 1.5000000000000002 6.5000000000000009 15.500000000000002 87.395000000000024 52.395917250000004 6.5000000000000009 55.751981950000008 10.500000000000002 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -5 -6 9 11 -11 12 15 -14 21 16 18 -18 19 20 -3 23 -23 -13 -15 26 27 -10 -28 -30
right_child=1 8 3 6 5 -7 -8 -9 25 10 -12 14 13 24 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-64.17207777531587 1346.8452294213675 1110.8761048873178 -75284.422983426019 -7844.8178096635929 41225.643666461081 3205.9280888110625 51267.318891382929 16415.306884630776 17446.394019898933 -18156.405781953828 -132416.02905505951 -19004.358380448783 -14816.448257962234 -40203.051818020613 -15579.408493160823 8980.9028968754064 -28364.170747119002 -4283.1912359870803 10383.437190547002 -16256.532779385183 -27350.495775936899 2377.9030489250958 16196.527240913147 34156.440271735912 -108975.12982662673 -10.364419409774332 2335.9521713217887 -24072.41069817395 -9472.3888500948469 -152002.43804253472
leaf_weight=2430983 125348 16149 177 3411 1036 3033 201 1442 6508 111 42 1017 3024 1089 1451 3683 2106 2401 2951 2585 461 9992 2232 132 73 1681723 10113 322 4332 36
leaf_count=2430983 125348 16149 177 3411 1036 3033 201 1442 6508 111 42 1017 3024 1089 1451 3683 2106 2401 2951 2585 461 9992 2232 132 73 1681723 10113 322 4332 36
internal_value=0 82.6636 1597.86 -7859.4 1871.7 13809.5 -4555.36 26788 -33.75 -2517.72 -49521.8 -2371.98 -4041.89 -23062.9 1516.87 -1417.22 -2854.07 -15535.6 -273.217 -1911.55 320.949 3371.86 4901.07 -12897.1 -44523.5 38.4471 3890.33 15489 -1580.21 -10647.1
internal_weight=0 1.88718e+06 134648 3789 130859 5511 3612 2478 1.75253e+06 49499 153 49346 34522 4186 14824 30336 26653 4507 22146 19195 16610 13373 12224 1149 1162 1.70303e+06 21311 6830 14481 4368
internal_count=4318164 1887181 134648 3789 130859 5511 3612 2478 1752533 49499 153 49346 34522 4186 14824 30336 26653 4507 22146 19195 16610 13373 12224 1149 1162 1703034 21311 6830 14481 4368
is_linear=0
shrinkage=0.1


Tree=1690
num_leaves=31
num_cat=0
split_feature=0 2 2 5 0 0 1 5 5 5 1 3 3 6 1 3 5 5 3 3 5 0 1 5 5 1 5 0 1 3
split_gain=2.40048e+12 1.24341e+13 2.11759e+13 3.7527e+13 1.06295e+14 3.42269e+13 6.853e+13 8.20381e+13 5.17498e+13 7.79315e+13 3.50481e+13 3.40946e+13 4.34039e+13 3.21843e+13 3.20781e+13 4.14588e+13 3.1869e+13 3.09239e+13 2.51009e+13 2.16056e+13 5.06815e+13 3.81726e+13 4.03939e+13 7.62565e+13 4.83467e+13 7.36166e+13 3.33303e+13 8.65368e+13 3.71359e+13 5.29354e+13
threshold=45.098908000000009 12.500000000000002 13.500000000000002 118.33500000000002 45.013473000000012 43.642715500000008 39.925119750000007 97.050000000000011 62.995000000000012 46.810000000000009 39.753614400000011 14.500000000000002 19.500000000000004 1.5000000000000002 38.969379750000009 17.500000000000004 132.05000000000004 105.35000000000001 15.500000000000002 16.500000000000004 69.015000000000015 45.055827000000008 38.969379750000009 97.050000000000011 90.015000000000015 38.996948700000011 79.730000000000018 45.059881250000011 39.027779200000005 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 13 6 7 8 9 -3 18 -11 -13 -5 15 -6 -16 19 -10 20 -7 22 23 -22 -24 -26 -21 28 -28 -30
right_child=-2 2 -4 4 14 17 -8 -9 10 11 -12 12 -14 -15 16 -17 -18 -19 -20 26 21 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=21.950838482435348 -28.681150471517466 22655.633281515733 684.25559822293769 52371.393145282454 96999.833616286065 4374.5807434603639 -16632.536667757082 239197.88668478263 1423.9003348214287 221997.6000473485 81564.785866477279 15261.521635584679 194387.7690104167 -85772.074450683605 -19542.384290081522 285912.34776785714 145184.19791666669 -45361.957528686529 -130225.45083333334 6127.2391361603686 -9115.2535534829294 -43564.507217039289 -5702.7226873684431 -158859.8853125 179865.30613839289 -555.14877232142851 -15487.694249589927 103171.89651046637 2189.570140625 140351.89563210227
leaf_weight=491612 3761543 147 54126 26 26 4154 203 23 28 33 22 31 24 48 23 21 24 128 30 4437 227 423 193 40 42 49 231 131 75 44
leaf_count=491612 3761543 147 54126 26 26 4154 203 23 28 33 22 31 24 48 23 21 24 128 30 4437 227 423 193 40 42 49 231 131 75 44
internal_value=0 193.822 1493.55 5518.52 52414.9 4783.23 29292.8 56875.1 43562.7 67211.5 -25905.9 141640 93425.7 -37235.2 122990 181408 64573.3 3479.95 -66670.6 4102.26 -439.318 -20970.1 -3624.4 -31548.9 22628.6 82715.8 8837.76 33841.1 7891.55 53274.8
internal_weight=0 556621 65009 10883 168 10715 541 338 315 235 80 88 55 74 94 47 47 10174 58 10046 5128 974 551 267 284 91 4918 481 350 119
internal_count=4318164 556621 65009 10883 168 10715 541 338 315 235 80 88 55 74 94 47 47 10174 58 10046 5128 974 551 267 284 91 4918 481 350 119
is_linear=0
shrinkage=0.1


Tree=1691
num_leaves=31
num_cat=0
split_feature=3 4 1 1 0 2 3 5 5 5 1 1 3 5 2 0 0 5 1 1 5 0 0 1 4 2 2 6 3 1
split_gain=2.2975e+12 1.33333e+13 1.21734e+13 3.77245e+13 2.07802e+13 2.34426e+13 1.85981e+13 3.39853e+13 2.38523e+13 1.54701e+13 1.51479e+13 5.58239e+13 3.09307e+13 3.44316e+13 2.15531e+13 3.43859e+13 6.48744e+13 2.73055e+13 2.49718e+13 2.23038e+13 2.32716e+13 2.26669e+13 1.90487e+13 1.87726e+13 2.61552e+13 1.74195e+13 1.72785e+13 1.68378e+13 1.6433e+13 4.58705e+13
threshold=25.500000000000004 4.5000000000000009 82.966612450000014 82.959896850000021 55.030402950000003 4.5000000000000009 26.500000000000004 81.00500000000001 73.405000000000015 46.810000000000009 82.926290250000008 82.902675200000019 26.500000000000004 64.405000000000015 24.500000000000004 55.025681450000008 55.050600750000008 88.015000000000015 82.95335685000002 82.945329900000004 77.715000000000018 55.020029900000004 55.061033200000004 82.911991800000024 1.5000000000000002 25.500000000000004 11.500000000000002 1.5000000000000002 26.500000000000004 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 9 7 -7 -8 -4 11 28 22 -14 15 19 18 -18 -17 21 -21 -12 23 24 -13 -16 -19 -20 29 -2
right_child=1 -3 4 -5 -6 6 8 -9 -10 -11 14 12 13 -15 25 16 17 26 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.6639735491000707 8679.4382638756433 -50068.669302133414 14937.607975868867 40169.856753050255 -14719.359301476405 21765.618416113284 11453.151803985977 141893.37794471157 -35506.404466680273 -29469.594287441538 27864.549578998092 -9329.4664938549449 -4348.7860360440345 135305.19362980771 -17276.867312627775 -44524.742958762428 15096.929076104292 125240.72051809212 -25375.48440074574 8422.6797681889493 -101031.64892113095 87264.49416294643 -63631.646707067761 -70.349935642012895 -44463.215114196501 16481.027409918956 36162.582487936583 13530.774174479166 -188.23394785007054 -1244.0255496768668
leaf_weight=4243674 8596 52 107 243 1361 250 561 26 134 294 781 407 55 26 535 264 643 38 220 259 21 70 107 349 442 214 51 225 47991 10168
leaf_count=4243674 8596 52 107 243 1361 250 561 26 134 294 781 407 55 26 535 264 643 38 220 259 21 70 107 349 442 214 51 225 47991 10168
internal_value=0 550.554 585.915 835.578 -5964.43 2720.3 11120.5 33082 2399.08 -17620.3 701.825 380.409 -19483.6 40478.4 7296.72 11644.1 1400.45 22282.5 -20159 24695.4 213.605 32750.6 -23205.3 -19594.6 -27620.5 -7631.75 74195.9 -5703.78 792.834 3302.03
internal_weight=0 74490 74438 71705 2733 1372 971 276 695 401 71462 68141 1386 81 3321 2572 1441 732 709 1131 280 851 1305 1198 849 749 89 445 66755 18764
internal_count=4318164 74490 74438 71705 2733 1372 971 276 695 401 71462 68141 1386 81 3321 2572 1441 732 709 1131 280 851 1305 1198 849 749 89 445 66755 18764
is_linear=0
shrinkage=0.1


Tree=1692
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 1 1 3 5 0 1 3 1 0 1 1 0 1 0 0 1 1 0 1 0 1 1 1 1 0
split_gain=2.32111e+12 1.71012e+13 7.35259e+13 8.88509e+13 1.62731e+14 1.21336e+14 1.14073e+14 9.31998e+13 8.91424e+13 8.86143e+13 9.90784e+13 2.01731e+14 1.50202e+14 1.16276e+14 8.4675e+13 2.70554e+14 1.86081e+14 1.17134e+14 1.92487e+14 2.03695e+14 3.21801e+14 1.77684e+14 1.69625e+14 2.70839e+14 3.27212e+14 6.37216e+14 5.91732e+14 2.28689e+14 2.14512e+14 4.26829e+14
threshold=55.576287050000012 55.734663800000007 32.615000000000009 16.500000000000004 36.761894450000007 37.971176850000006 37.098288800000006 24.500000000000004 84.030000000000015 55.674875350000008 37.869926150000005 8.5000000000000018 37.832345550000007 55.727011600000004 49.148175700000003 38.422276900000007 55.628356700000005 37.832345550000007 55.719391050000006 55.708120100000009 38.058342000000003 37.944765900000007 55.657530000000008 37.66934650000001 55.719391050000006 37.542000650000013 37.642309100000013 37.533784800000006 37.712318250000003 55.591389050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 7 -6 -4 -5 14 -10 11 12 13 -11 15 17 -17 22 19 -19 -21 -20 28 24 -24 27 -27 -26 -8 -30
right_child=1 -3 3 4 5 -7 8 -9 9 10 -12 -13 -14 -15 -16 16 -18 18 21 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=65.578843060461452 3778.3621819642913 32.945181636040935 -17468.893629148944 100859.05447281127 1744.8356967943 -8514.6989710932376 -4283.9214770124099 10888.956736237149 -854.76204427944049 -41591.067973522673 2486.2574218331429 70662.886352228961 218204.85523726852 131484.31072856105 2748.3618223486696 -11721.519901815518 -54484.146643434513 3481.0214094766266 60577.634506495277 84601.701455646471 -13500.70511663553 -35404.234172678553 -9603.6527082603316 -22113.721752888534 -806.04973158520534 132913.40492506529 -13948.540489639541 -205161.20375976563 -46495.928928815767 29085.290228324913
leaf_weight=2398881 30062 1671564 5479 252 87614 13274 24086 212 3782 399 1203 866 27 43 18521 2449 1741 16587 215 799 575 1874 15693 12532 2476 802 417 56 885 4798
leaf_count=2398881 30062 1671564 5479 252 87614 13274 24086 212 3782 399 1203 866 27 43 18521 2449 1741 16587 215 799 575 1874 15693 12532 2476 802 417 56 885 4798
internal_value=0 -81.9659 -857.366 -1497.64 666.715 394.972 -3383.72 59752 -2687.38 8845.39 23300.1 42055.9 -10766.5 -24753.4 -3384.83 -4705.9 -29490 -3436.32 3204.5 6546.05 43547.2 -25525.8 -5592.75 -10650 -3261.41 23272.5 82674.3 -5325.75 -160.577 17315.2
internal_weight=0 1.91928e+06 247719 217657 101352 100888 116305 464 110826 6320 2538 1335 469 442 104506 85985 4190 81795 20050 17961 1374 2089 61745 31976 19444 3751 1219 2532 29769 5683
internal_count=4318164 1919283 247719 217657 101352 100888 116305 464 110826 6320 2538 1335 469 442 104506 85985 4190 81795 20050 17961 1374 2089 61745 31976 19444 3751 1219 2532 29769 5683
is_linear=0
shrinkage=0.1


Tree=1693
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 0 0 2 0 0 1 6 5 5 1 4 2 1 5 5 5 1 1 5 5 2 6 2 5 1
split_gain=2.76502e+12 2.19966e+13 6.74354e+13 9.21504e+13 8.44598e+13 1.19124e+14 1.41842e+14 1.72685e+14 1.17429e+14 2.18816e+14 1.87799e+14 1.25714e+14 1.12652e+14 1.21875e+14 9.94582e+13 8.191e+13 7.23487e+13 6.81242e+13 6.80655e+13 6.10722e+13 5.71158e+13 1.50865e+14 5.63658e+13 1.92416e+14 5.59718e+13 5.49508e+13 5.28218e+13 5.00493e+13 4.90468e+13 9.2391e+13
threshold=19.500000000000004 20.500000000000004 61.284352600000013 54.708501450000007 55.801980100000009 55.784980300000008 55.769960200000007 2.5000000000000004 55.719391050000006 55.708120100000009 37.503486000000002 1.5000000000000002 56.835000000000008 49.505000000000003 37.457850350000008 2.5000000000000004 19.500000000000004 82.940215400000014 46.810000000000009 41.810000000000009 45.305000000000007 37.66934650000001 37.66934650000001 63.455000000000005 53.005000000000003 12.500000000000002 1.5000000000000002 15.500000000000002 96.015000000000015 82.95335685000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 5 6 8 -8 9 -5 11 -10 13 20 18 22 -11 19 -7 -4 -12 -22 23 -14 -2 -9 -20 -17 -19 -30
right_child=1 -3 17 4 -6 14 7 25 10 16 12 -13 15 -15 -16 27 -18 28 26 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=29.206184133765873 -1220.7838165030023 -2.770114907493241 -1766.9559738526877 8822.4070599248334 -566.49009123449969 -1385.9579733455885 -197616.44377648307 -41298.894670301524 187994.71316869705 -101022.95886501737 18001.513383385445 -10058.260475852272 65918.728139291154 -38347.533421823035 31916.351197586468 2703.1804814995662 50528.524133300787 -2420.0211873281273 105471.4883688534 -24474.489596287167 304264.77518780052 6248.6147401147964 45035.561582514929 291753.35264668369 -12646.343137311409 17225.188474116345 247076.81110896624 77989.148976487384 -38592.496532118057 87097.849716095152
leaf_weight=3810546 10336 458081 1752 3289 15634 34 59 427 118 252 744 44 164 451 748 360 36 3028 68 3656 26 49 212 49 7327 257 43 117 90 167
leaf_count=3810546 10336 458081 1752 3289 15634 34 59 427 118 252 744 44 164 451 748 360 36 3028 68 3656 26 49 212 49 7327 257 43 117 90 167
internal_value=0 -219.243 -2221.02 -518.86 3627.34 12315.1 7712.55 -33468.5 12888.9 1503.53 30337.7 134203 22590.9 3398 46609.9 49614.2 -82079 -10218.6 122409 -17118.1 26386.1 109561 81539.1 117871 -5960.36 -19309.6 160328 21169.6 1139.78 43081.8
internal_weight=0 507618 49537 40844 23181 7547 6654 743 5911 3577 2334 162 2172 1270 893 902 288 8693 145 5408 819 75 425 213 17663 684 111 477 3285 257
internal_count=4318164 507618 49537 40844 23181 7547 6654 743 5911 3577 2334 162 2172 1270 893 902 288 8693 145 5408 819 75 425 213 17663 684 111 477 3285 257
is_linear=0
shrinkage=0.1


Tree=1694
num_leaves=31
num_cat=0
split_feature=5 5 0 0 4 0 1 1 1 2 1 0 0 4 0 1 1 1 2 3 4 3 3 4 2 3 3 0 3 0
split_gain=2.53325e+12 1.30762e+13 1.54006e+13 2.04399e+13 1.07716e+13 2.10633e+13 1.0158e+13 1.83516e+13 1.01599e+13 1.768e+13 1.37974e+13 9.67869e+12 1.47651e+13 3.49438e+13 2.39187e+13 1.94969e+13 1.83938e+13 4.03374e+13 2.23842e+13 1.76962e+13 1.76033e+13 1.65357e+13 3.55864e+13 1.43736e+13 1.35245e+13 2.4999e+13 3.12868e+13 1.47162e+13 1.07017e+13 1.15689e+13
threshold=20.010000000000002 19.650000000000002 55.727011600000004 55.745923000000012 1.5000000000000002 55.975961550000008 37.559851850000008 37.487839250000007 37.642309100000013 1.5000000000000002 37.726745000000001 43.465905150000005 43.592450450000008 1.5000000000000002 44.039893800000009 39.739656000000004 39.739656000000004 39.726951800000002 2.5000000000000004 4.5000000000000009 1.5000000000000002 9.5000000000000018 4.5000000000000009 1.5000000000000002 3.5000000000000004 9.5000000000000018 10.500000000000002 55.061033200000004 21.500000000000004 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 -3 -6 7 -4 9 -8 -10 -1 13 16 15 20 17 19 -19 -13 -14 22 -15 24 25 -16 27 -27 29 -28
right_child=-2 4 3 -5 5 -7 8 -9 10 -11 -12 12 14 21 23 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-12993.419525404295 8.6612615005641214 -3415.214143106391 -1082.980400832156 -1137.3296916085462 -9725.5810302734371 -129278.69099609375 43020.087216115557 -59272.468457031253 -41150.137372570505 -22506.869199960445 -7328.8739211233042 36317.257607581967 -32750.022008521159 146787.27496448866 4641.1311824196664 8752.5289104320382 -15597.949616588245 134119.30686546149 24626.327367424245 -35583.794223257217 38993.245855547932 159573.85552455357 -26021.13049879808 -5176.0872438294982 7127.5332250712017 2308.7886141690342 -2832.7896721314437 -48171.531587780715 -23638.641249302455 17489.069966235194
leaf_weight=426 4263643 11479 94 19513 56 20 86 128 164 79 456 61 452 22 8188 216 176 43 33 78 37 21 26 2205 6310 77 3314 231 224 306
leaf_count=426 4263643 11479 94 19513 56 20 86 128 164 79 456 61 452 22 8188 216 176 43 33 78 37 21 26 2205 6310 77 3314 231 224 306
internal_value=0 -677.327 125.795 -1854.3 -3663.65 -41186.9 -15747.3 -34633.7 -10406.2 11646.6 -16275.1 1935.99 2224.81 19952.6 1846.58 -16269.1 8374.36 27998.2 86576.3 -4030.1 -27321.6 85562.6 53182.7 2458.98 3361.67 1436.02 -4884.66 -35551.5 -2427.49 -1114.98
internal_weight=0 54521 42966 20520 11555 76 1007 222 785 165 620 22446 22020 460 21560 705 391 215 76 139 489 69 48 20855 18650 12340 4152 308 3844 3620
internal_count=4318164 54521 42966 20520 11555 76 1007 222 785 165 620 22446 22020 460 21560 705 391 215 76 139 489 69 48 20855 18650 12340 4152 308 3844 3620
is_linear=0
shrinkage=0.1


Tree=1695
num_leaves=31
num_cat=0
split_feature=3 3 1 0 5 1 5 6 5 5 1 0 5 0 1 0 0 2 4 5 1 1 0 0 5 0 1 5 5 6
split_gain=2.2006e+12 6.91986e+12 2.81123e+13 8.61323e+13 5.56936e+13 5.95677e+13 5.18344e+13 5.09969e+13 4.16422e+13 6.30486e+13 6.85607e+13 5.26826e+13 4.10362e+13 1.02717e+14 3.87786e+13 4.0483e+13 5.47628e+13 4.01096e+13 4.30317e+13 3.63125e+13 3.61069e+13 5.67961e+13 6.16532e+13 7.84294e+13 9.11498e+13 3.54322e+13 3.43257e+13 1.24463e+14 4.70611e+13 5.98763e+13
threshold=2.5000000000000004 4.5000000000000009 39.143775600000005 44.893607100000004 89.00500000000001 30.323743050000001 87.395000000000024 1.5000000000000002 118.33500000000002 132.05000000000004 20.507360500000004 59.609407350000005 96.015000000000015 60.017447350000005 30.102666750000001 59.939091550000008 60.042666650000008 2.5000000000000004 4.5000000000000009 150.04500000000004 39.614024000000008 39.488326500000007 51.83362145000001 46.672631750000008 105.35000000000001 54.943649450000002 37.328003200000005 118.33500000000002 44.605000000000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 6 8 -5 -8 12 10 -10 -12 13 -6 17 -16 -17 19 25 -11 21 22 23 24 -4 -19 27 28 -2 -30
right_child=1 -3 20 4 5 -7 7 -9 9 14 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=435.37229014770332 -4255.0386185770449 21.176100377095135 -8538.060618324098 395.83983596367199 -21964.083016169257 -15823.001778762751 102782.58355379972 17814.342274500672 56758.721145833333 119439.53455357143 -197413.97636718751 -57803.606021012936 28149.724535457768 145330.73992187501 100519.49577001284 -32127.017639992457 135587.50253906249 -47579.5758254717 28320.649948770497 -19238.912728658539 -1036.9315544290166 -27128.391967045744 -29585.297816218699 19373.122790171921 -223039.83031250001 -177850.24251802886 8197.2170808436622 233004.58459051728 -77615.414442567562 55280.105255292729
leaf_weight=113057 368 3945856 2090 82165 445 4303 88 358 45 35 32 174 868 40 73 88 25 106 61 41 155666 1342 755 1494 20 26 8072 29 37 405
leaf_count=113057 368 3945856 2090 82165 445 4303 88 358 45 35 32 174 868 40 73 88 25 106 61 41 155666 1342 755 1494 20 26 8072 29 37 405
internal_value=0 -11.7053 -512.167 824.858 -113.917 -9129.53 580.39 34579.4 4858.81 -14828.5 -55063.5 -79490.7 15131.7 -8166.57 7367.12 42475.4 4977.96 -16908.5 -41139.8 44626.2 -1323.2 -9139.64 -3601.47 1841.87 -10571.3 -73238.9 10198.2 29449.3 22161.5 44155.4
internal_weight=0 4.20511e+06 259251 97884 88973 6362 82611 446 2059 706 251 206 1353 485 455 186 113 269 193 76 161367 5701 4359 3604 2110 132 8911 839 810 442
internal_count=4318164 4205107 259251 97884 88973 6362 82611 446 2059 706 251 206 1353 485 455 186 113 269 193 76 161367 5701 4359 3604 2110 132 8911 839 810 442
is_linear=0
shrinkage=0.1


Tree=1696
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 5 1 4 1 1 0 5 3 5 1 5 1 6 3 5 1 4 1 5 3 1 5 3 5
split_gain=2.38368e+12 1.72944e+13 9.00513e+13 9.87403e+13 1.47911e+14 6.76648e+13 6.71309e+13 5.01486e+13 5.30876e+13 3.83238e+13 6.51559e+13 6.4809e+13 3.07891e+13 2.87486e+13 5.92044e+13 2.8053e+13 2.72863e+13 2.38673e+13 3.93453e+13 2.14063e+13 1.98291e+13 1.94903e+13 2.69598e+13 1.93379e+13 1.83269e+13 2.13764e+13 2.01341e+13 1.99341e+13 1.7194e+13 1.71704e+13
threshold=44.982728700000003 45.005863250000004 9.5000000000000018 39.047276750000002 94.040000000000006 38.959914000000005 142.05000000000004 39.021425200000003 1.5000000000000002 39.080602550000002 39.110397700000007 44.998833400000002 78.010000000000005 23.500000000000004 94.040000000000006 41.950906500000009 40.405000000000008 39.826386800000009 1.5000000000000002 22.500000000000004 107.05000000000001 39.027779200000005 2.5000000000000004 39.071052600000009 98.020000000000024 21.500000000000004 39.071052600000009 60.310000000000009 16.500000000000004 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 7 16 -6 -4 -9 11 -11 12 23 -14 -15 17 -2 -7 -19 21 -12 -10 -23 -5 25 26 -13 -27 -28 -20
right_child=1 -3 3 9 6 15 -8 8 19 10 20 24 13 14 -16 -17 -18 18 29 -21 -22 22 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-312.91722322499731 5300.3499492757901 -0.97138950485811071 6337.1556051170328 -5841.5366885905087 -77800.326774153131 20953.906990640273 99747.102506510419 28471.76452985877 34030.259566695604 12745.628336686903 -5352.0222009146783 -2552.8237880237893 -26166.101628112796 -25186.033808297823 135704.95229910716 -82147.055833333347 -20757.754013728867 52061.407927246095 9379.9159939422661 25272.620387178311 -67541.137958233172 85180.519677734381 177700.26792763159 3488.1295370664529 -61003.276302083337 -22211.783494761956 -11285.876011387994 -67122.565278636466 -28750.227582597425 -16834.461737403442
leaf_weight=230447 779 4054519 568 3536 189 3452 24 791 54 3537 3658 1261 772 66 35 30 830 210 3893 68 52 184 38 5977 90 342 1422 139 934 267
leaf_count=230447 779 4054519 568 3536 189 3452 24 791 54 3537 3658 1261 772 66 35 30 830 210 3893 68 52 184 38 5977 90 342 1422 139 934 267
internal_value=0 17.6409 2290.78 -997.315 20768.4 10540.4 -57795 30594.6 42734.1 -2908.46 3034.56 -5863.67 -1629.11 -19602.3 30568.3 14368.6 -8141.68 14738.8 9829.32 75529.1 -6223.68 87911.1 101017 20.275 -16365.1 -15384.8 -12751 -35190.2 -18209.3 7697.41
internal_weight=0 4.08772e+06 33198 23737 1916 9461 213 1703 1135 21821 7247 14574 10386 873 101 7852 1609 7822 4370 344 3710 276 222 9513 4188 4098 3617 481 2356 4160
internal_count=4318164 4087717 33198 23737 1916 9461 213 1703 1135 21821 7247 14574 10386 873 101 7852 1609 7822 4370 344 3710 276 222 9513 4188 4098 3617 481 2356 4160
is_linear=0
shrinkage=0.1


Tree=1697
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 0 3 0 1 3 0 5 0 3 5 1 6 5 2 3 0 5 5 0 5 4 5 3 3
split_gain=2.2413e+12 3.32664e+13 8.06743e+13 1.85325e+14 2.03605e+14 1.26218e+14 9.85467e+13 2.04894e+14 1.56632e+14 1.95951e+14 3.0717e+14 1.24128e+14 1.03658e+14 1.02975e+14 1.01803e+14 8.10208e+13 7.72974e+13 8.0638e+13 1.22677e+14 1.0576e+14 7.93893e+13 7.47814e+13 1.02513e+14 8.8723e+13 8.7386e+13 7.22748e+13 1.02237e+14 6.93892e+13 6.94344e+13 9.23374e+13
threshold=30.425002000000003 30.370618100000005 60.003414000000006 60.052595500000002 80.00500000000001 60.029906750000002 59.950068600000009 13.500000000000002 59.916647550000008 30.388336800000001 8.5000000000000018 59.939091550000008 50.805000000000007 59.896318000000008 15.500000000000002 116.06000000000002 30.410108300000001 1.5000000000000002 88.015000000000015 10.500000000000002 16.500000000000004 59.755965500000009 57.995000000000012 93.00500000000001 59.863160500000006 95.020000000000024 1.5000000000000002 35.505000000000003 6.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 25 8 27 13 11 -11 -10 14 16 -12 -7 17 -3 -19 -20 -21 22 -18 -23 -25 26 -6 -8 -29 -30
right_child=-2 2 3 -5 5 15 7 -9 9 10 12 -13 -14 -15 -16 -17 21 18 19 20 -22 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=162.68182896398045 20.879066706405624 -25670.366468308799 8102.8639625116912 -15962.888821171728 -11409.47465122768 34018.230135995371 -7969.0315419652707 -2579.2273269270167 -15631.228645529834 -11726.346051378014 17276.6809852714 41312.585193695537 79694.167543907301 -40690.681851775073 98666.264465460539 -177635.25968750002 7776.745149556049 -7404.4341498929243 71017.400782868615 -185841.8963169643 8305.5453722426464 1399.8262436115328 66099.692243730809 -107402.75674258963 78646.901486895164 63161.565750013855 199394.77617490312 -21719.454579314232 -77364.518745748341 -30347.55916242837
leaf_weight=285934 3983587 2309 8469 3288 28 189 1034 7248 2306 1081 804 459 899 812 190 20 1042 9628 362 28 85 4376 424 136 31 141 129 1439 763 923
leaf_count=285934 3983587 2309 8469 3288 28 189 1034 7248 2306 1081 804 459 899 812 190 20 1042 9628 362 28 85 4376 424 136 31 141 129 1439 763 923
internal_value=0 -248.593 -2666.16 4347.86 11787.9 73343.2 -5030.7 -12731.5 -1513.04 12985.3 30802.3 -6178.35 55088.3 -5839.25 32834 13764.3 -4303 -8810.19 -4956.86 44654.1 -39801.8 5006.92 24645 -1330.2 -72866.6 115128 161799 -30424.2 -37854.2 -51625.1
internal_weight=0 334577 48643 12264 8976 507 36379 11407 24972 5739 2974 2765 1893 19233 994 209 18421 12412 10103 475 113 6009 1466 4543 167 298 157 4159 3125 1686
internal_count=4318164 334577 48643 12264 8976 507 36379 11407 24972 5739 2974 2765 1893 19233 994 209 18421 12412 10103 475 113 6009 1466 4543 167 298 157 4159 3125 1686
is_linear=0
shrinkage=0.1


Tree=1698
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 5 1 5 5 1 1 3 1 1 1 5 2 1 3 3 0 5 3 0 5 1 1 1 0 0
split_gain=2.33091e+12 2.91164e+13 6.34538e+13 7.36565e+13 7.86892e+13 6.00285e+13 5.50727e+13 5.06522e+13 4.11973e+13 3.86852e+13 7.59105e+13 2.53802e+13 2.40226e+13 1.85851e+13 3.17612e+13 1.80542e+13 1.79864e+13 1.9285e+13 1.71845e+13 3.36896e+13 6.38948e+13 6.25828e+13 4.55277e+13 1.34994e+14 8.85533e+13 8.65135e+13 6.64756e+13 2.75412e+14 1.89272e+14 1.62568e+14
threshold=56.635684300000008 56.501468900000013 8.5000000000000018 43.048525950000005 47.981192400000005 88.015000000000015 47.854228500000012 118.33500000000002 50.005000000000003 57.550671000000001 60.695889550000011 10.500000000000002 38.422276900000007 83.761389800000003 103.85249100000001 77.715000000000018 5.5000000000000009 47.554129950000011 5.5000000000000009 16.500000000000004 56.758269450000007 94.040000000000006 19.500000000000004 60.017447350000005 55.990000000000002 30.451272450000005 30.278357500000002 30.259484550000003 59.990816400000007 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 5 16 -7 8 -4 -6 -11 12 -10 -14 -15 -3 17 -5 -2 -20 21 -21 23 26 -25 -26 27 -22 -28 -29
right_child=18 2 7 4 9 6 -8 -9 11 10 -12 -13 13 14 -16 -17 -18 -19 19 20 22 -23 -24 24 25 -27 28 29 -30 -31
leaf_value=-18.863047399151807 814.05284685287643 -26566.906442039108 -2604.2324270149102 -1901.8768815938602 -33214.106089868648 -31643.995182917672 85191.388827446848 -108406.66681241636 -68146.477798316599 25954.000674987681 -20827.715898025686 -41615.232630606581 -16612.166016497395 19348.403870031336 -103014.36175271741 -116576.99387737771 -18094.874346765002 11499.539532985918 -655.24667735304547 27312.599926988623 -7.0537192157703208 164657.49613715278 -310.84746441045337 -1158.535810166004 -26031.365727675253 6481.421952316834 4201.6269039442959 -119051.90848810927 33855.475268321417 20133.254639100196
leaf_weight=3350694 269615 716 2996 1405 657 52 180 54 84 539 973 423 2586 273 23 23 269 4555 437018 423 6876 36 153545 10195 3350 1083 66865 318 2224 114
leaf_count=3350694 269615 716 2996 1405 657 52 180 54 84 539 973 423 2586 273 23 23 269 4555 437018 423 6876 36 153545 10195 3350 1083 66865 318 2224 114
internal_value=0 -39.063 -4320.68 931.658 3526.29 9058.92 59004.1 -11963 -11147.4 -12954.3 -4150.9 -18699.9 -15431.8 -13895.3 9840.49 -29368.3 7198.71 8340.31 138.185 -128.987 809.616 38084.7 739.659 2511.7 -6289.1 -18088.4 4196.82 -4872.99 5156.2 -82322.5
internal_weight=0 3.3665e+06 15808 9369 8630 6461 232 6439 6385 2169 1512 3389 2966 2882 296 739 6229 5960 951662 682047 245029 459 244570 91025 14628 4433 76397 7308 69089 432
internal_count=4318164 3366502 15808 9369 8630 6461 232 6439 6385 2169 1512 3389 2966 2882 296 739 6229 5960 951662 682047 245029 459 244570 91025 14628 4433 76397 7308 69089 432
is_linear=0
shrinkage=0.1


Tree=1699
num_leaves=31
num_cat=0
split_feature=3 0 2 5 0 2 3 1 5 5 5 5 5 6 2 2 5 2 5 1 5 6 2 5 5 5 5 5 5 5
split_gain=2.18012e+12 1.69138e+13 1.8933e+13 1.98419e+13 2.01755e+13 1.69271e+13 2.16927e+13 1.71181e+13 1.96355e+13 1.21683e+13 1.13283e+13 2.73874e+13 1.03806e+13 9.57672e+12 9.2679e+12 2.26465e+13 7.85398e+12 6.4364e+12 5.23972e+12 5.0701e+12 4.50097e+12 1.34731e+13 2.04507e+13 7.36626e+12 1.80664e+13 1.51448e+13 1.16038e+13 1.02238e+13 9.6195e+12 1.12637e+13
threshold=37.500000000000007 55.834684950000003 20.500000000000004 51.015000000000008 55.860536450000005 29.500000000000004 38.500000000000007 37.597123000000003 39.025000000000013 92.035000000000011 52.710000000000008 40.205000000000005 58.305000000000007 1.5000000000000002 23.500000000000004 11.500000000000002 37.75500000000001 30.500000000000004 78.710000000000022 37.752451500000006 59.025000000000013 1.5000000000000002 10.500000000000002 48.510000000000012 51.815000000000005 46.010000000000012 45.005000000000003 40.905000000000008 38.455000000000005 39.025000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 8 -2 20 11 16 -12 19 15 -9 -7 -4 -15 -14 23 -22 -23 25 -25 26 27 28 -8 -30
right_child=1 2 17 -5 -6 10 9 14 -10 -11 12 -13 13 18 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.3455661329429984 -39846.565516786322 72922.084670608107 -57055.152213541667 128740.64909577547 -43366.557500000003 34810.82759712838 2012.2968125 -54709.354296875004 -152004.13090277778 63203.001333618166 -60817.56802509015 97622.048271276595 11577.969216138263 1604.9688034057617 -76047.084933035716 65581.521551724145 -28376.939155505956 14759.714618389422 -60021.57066761364 66257.414843749997 4920.9808276681342 39999.145963541669 -77950.207461734695 -101542.15239257814 -13799.662240323154 66499.381374999997 -84388.663884943177 29446.385982840406 -84407.686062282999 -18529.37637375042
leaf_weight=4316616 37 37 24 27 25 37 125 34 27 24 26 47 43 37 21 29 42 26 22 28 408 21 49 32 88 25 22 56 36 93
leaf_count=4316616 37 37 24 27 25 37 125 34 27 24 26 47 43 37 21 29 42 26 22 28 408 21 49 32 88 25 22 56 36 93
internal_value=0 -3752.12 29527.9 57190.5 26031.5 -7035.25 -12518 -48200.5 -87163 -7123.7 14876.3 37177.8 -3136.46 8399.77 -18514.8 662.636 1217.33 -19711.4 -21374.4 33141.7 -8891.08 -2033.09 -42565.4 -15763.4 -37197.7 -8558.66 -14210.6 -9230.24 -17757.4 -36914
internal_weight=0 1548 139 89 62 1409 1127 148 64 979 282 126 156 130 84 63 79 50 59 71 955 478 70 477 120 357 332 310 254 129
internal_count=4318164 1548 139 89 62 1409 1127 148 64 979 282 126 156 130 84 63 79 50 59 71 955 478 70 477 120 357 332 310 254 129
is_linear=0
shrinkage=0.1


Tree=1700
num_leaves=31
num_cat=0
split_feature=4 2 5 0 3 0 1 1 5 1 0 0 5 5 1 1 1 5 5 1 0 5 5 5 5 3 3 5 0 5
split_gain=2.13131e+12 1.39068e+13 3.60234e+13 2.18538e+13 5.5377e+13 3.58474e+13 3.66552e+13 4.47317e+13 5.43868e+13 3.00741e+13 2.9583e+13 3.24738e+13 4.47928e+13 2.61908e+13 6.1639e+13 1.0898e+14 2.7045e+13 2.96848e+13 2.81051e+13 2.24621e+13 3.70184e+13 2.26767e+13 2.23842e+13 2.20794e+13 2.29968e+13 2.09434e+13 5.12342e+13 1.97261e+13 1.87919e+13 3.77459e+13
threshold=4.5000000000000009 1.5000000000000002 28.810000000000006 53.516665650000007 10.500000000000002 45.029420750000007 39.969502550000009 38.959914000000005 99.555000000000021 39.488326500000007 56.24640500000001 56.758269450000007 137.05000000000004 177.02500000000003 47.208373000000009 82.991167100000027 37.475443250000005 99.555000000000021 93.00500000000001 82.981501350000016 55.025681450000008 128.92000000000004 95.020000000000024 142.05000000000004 128.92000000000004 2.5000000000000004 3.5000000000000004 177.02500000000003 55.628356700000005 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 -10 13 12 -12 16 -15 -16 -5 18 -18 20 -19 -21 -20 24 -7 27 -27 -13 -22 -30
right_child=1 -3 3 10 -6 23 -8 8 9 -11 11 25 -14 14 15 -17 17 19 22 21 28 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-4.0598170316206659 -103924.68451450893 -69.970760279389353 -12329.818716032609 81109.814530222036 -130126.29858546401 -13587.924599091502 -2918.8073659012957 14872.530696614585 267166.23199404764 112174.92530241935 -7986.9135464891988 -1005.5388308502907 -154709.16757114956 -33926.127232142862 254747.8366964286 -37873.3128125 22025.500607910159 122472.84340277778 179356.0014375 -6953.8486922554357 -54960.655648437503 -119866.62380118536 45537.746656250005 -73407.080932203389 96844.179023437508 123168.79814453126 10862.742882493134 -117426.73821022728 -11755.571303654813 129899.24817708333
leaf_weight=4303792 28 12275 46 76 33 330 164 36 21 31 81 43 28 28 35 20 110 27 25 46 50 29 25 59 20 44 529 22 87 24
leaf_count=4303792 28 12275 46 76 33 330 164 36 21 31 81 43 28 28 35 20 110 27 25 46 50 29 25 59 20 44 529 22 87 24
internal_value=0 1215.74 8741.77 10266.5 -3506.55 2403.56 28783.5 67583.2 109356 174768 17935.5 4766.26 -45677 34838.2 86852.7 148340 26186.5 16318.5 50282.2 -4343.83 14114.8 -50613.5 112447 -16817 -7277.52 13384.3 19486.6 -40409.6 -4057.05 18872.5
internal_weight=0 14372 2097 2069 740 707 298 134 88 52 1329 747 109 582 83 55 499 423 160 263 188 75 50 409 350 638 573 65 161 111
internal_count=4318164 14372 2097 2069 740 707 298 134 88 52 1329 747 109 582 83 55 499 423 160 263 188 75 50 409 350 638 573 65 161 111
is_linear=0
shrinkage=0.1


Tree=1701
num_leaves=31
num_cat=0
split_feature=0 1 1 1 4 4 5 5 1 5 0 3 3 3 5 3 5 5 5 6 2 2 6 1 3 5 5 3 5 2
split_gain=2.10505e+12 9.90472e+12 9.20686e+12 1.56986e+13 1.44794e+13 1.32183e+13 1.4054e+13 2.88733e+13 1.31796e+13 1.54345e+13 1.35199e+13 1.96377e+13 4.93144e+13 2.1458e+13 1.96501e+13 1.59818e+13 2.84395e+13 2.37236e+13 1.90446e+13 1.49157e+13 2.82333e+13 1.26648e+13 1.25397e+13 5.00312e+13 3.4121e+13 2.37099e+13 4.78545e+13 1.78974e+13 1.78119e+13 4.6306e+13
threshold=43.056445700000005 44.083877800000003 47.854228500000012 47.981192400000005 4.5000000000000009 1.5000000000000002 67.990000000000023 68.52500000000002 47.473138800000008 37.305000000000007 42.966471700000007 14.500000000000002 16.500000000000004 4.5000000000000009 128.92000000000004 3.5000000000000004 128.92000000000004 75.750000000000014 55.990000000000002 1.5000000000000002 6.5000000000000009 8.5000000000000018 1.5000000000000002 46.037218400000008 11.500000000000002 98.020000000000024 92.035000000000011 7.5000000000000009 116.06000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 -8 22 -10 -11 13 19 15 21 16 -12 18 -17 -13 -21 -14 23 24 25 26 -7 -28 -25 -30
right_child=-2 2 3 4 -6 8 7 -9 9 10 11 12 14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=-58644.829687501282 -6.0529427583533453 -1337.7345589475756 -21041.927135879552 -2355.7828424727281 54374.484187117872 20691.95579707537 -84812.300643570707 -7764.3172373453781 -34272.791212852331 2542.7513006051367 20859.303181404903 49046.200127517543 -85719.071188446978 5138.8675116742734 60742.383449074085 51924.71806383635 -100666.31715029763 87758.998046875 -27069.608039407172 209633.96046875001 61447.471506076392 -7085.9280612521707 -3141.3677803845258 -4849.2006584153005 146618.56774553572 -4603.319358132102 66654.52330729166 182512.30836588543 45411.003371710533 -88389.582253086424
leaf_weight=28 4285952 7438 487 2050 46 753 61 240 102 9131 232 93 33 3876 27 76 21 88 51 20 36 54 5691 1054 21 330 30 24 38 81
leaf_count=28 4285952 7438 487 2050 46 753 61 240 102 9131 232 93 33 3876 27 76 21 88 51 20 36 54 5691 1054 21 330 30 24 38 81
internal_value=0 805.371 857.093 -4868.58 -1110.75 1356.72 -2194.99 -23378.7 2614 4483.3 4771.06 9187.52 35721.5 7581.06 -13783.6 27807.4 10772.2 47853.6 20202.6 73597.9 114371 -36912.3 -611.026 5566.66 20311.6 17978.8 27213.1 118147 -8989.77 -45663.3
internal_weight=0 32212 32184 2583 2096 29601 7739 301 21862 13840 13738 4607 263 4344 114 468 253 215 127 149 56 87 8022 2331 1158 1137 807 54 1173 119
internal_count=4318164 32212 32184 2583 2096 29601 7739 301 21862 13840 13738 4607 263 4344 114 468 253 215 127 149 56 87 8022 2331 1158 1137 807 54 1173 119
is_linear=0
shrinkage=0.1


Tree=1702
num_leaves=31
num_cat=0
split_feature=5 4 1 0 1 3 1 1 0 1 3 3 5 6 5 3 4 0 3 5 3 1 1 0 3 3 6 5 4 5
split_gain=2.18872e+12 2.32005e+13 2.27788e+13 4.62627e+13 6.88659e+13 6.71407e+13 6.06469e+13 5.62233e+13 1.36419e+14 7.64791e+13 1.76807e+14 8.94343e+13 6.55063e+13 5.82861e+13 5.67643e+13 8.28494e+13 5.45573e+13 5.36431e+13 6.29767e+13 6.2052e+13 5.32065e+13 5.05788e+13 4.99305e+13 7.59633e+13 7.08953e+13 6.0569e+13 5.93186e+13 1.46777e+14 4.70564e+13 9.35291e+13
threshold=68.00500000000001 3.5000000000000004 65.520339550000017 57.131524800000008 82.784560750000011 21.500000000000004 65.610478850000007 65.58467570000002 57.106514900000001 65.551978750000004 9.5000000000000018 4.5000000000000009 125.85000000000001 1.5000000000000002 99.555000000000021 5.5000000000000009 2.5000000000000004 57.117834900000013 12.500000000000002 73.995000000000019 19.500000000000004 65.610478850000007 65.659480050000013 55.020029900000004 6.5000000000000009 15.500000000000002 1.5000000000000002 85.020000000000024 2.5000000000000004 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 9 12 11 13 -4 20 -11 16 -16 -15 19 -19 -12 22 -14 25 -24 -25 26 27 -9 -28 -30
right_child=2 -3 3 -5 -6 6 -8 8 -10 10 17 -13 21 14 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=16.187319212419411 -474.25248636762154 3932.1770371944353 61911.513561349144 6063.2715950947595 847.36735052745451 200718.24566127232 24265.159682369234 -13908.782376802885 -50717.750938505284 -56131.870576746325 23639.366676182901 -24477.338231886417 -165330.60624545786 83202.600822241511 -81115.357000000004 110250.31522534795 13262.065962671035 -4819.9255723626102 45952.798396890474 -19405.154441006656 -62941.789412689213 -35830.397744599897 626.6783435220899 -13450.420408201309 -70757.204518157043 55530.640040898732 -34703.796585100055 270074.80397600448 53143.955300759815 -9606.6399180291301
leaf_weight=3542693 566404 15194 129 15277 166994 28 64 52 901 51 403 1687 43 162 25 238 358 618 404 1982 158 101 1429 537 361 236 358 28 319 930
leaf_count=3542693 566404 15194 129 15277 166994 28 64 52 901 51 403 1687 43 162 25 238 358 618 404 1982 158 101 1429 537 361 236 358 28 319 930
internal_value=0 32.9106 -154.013 781.575 329.782 -7120.11 77968.3 -7800.23 -15166.2 -1168.77 6184.27 -18340.7 -8129.34 47452.8 54199.7 92059.7 35051.2 -3917.86 15250.7 -12131.8 -5961.13 -74500.6 -3842.79 -13696 -36488 8080.53 1442.58 85485.5 -2741.26 6420.13
internal_weight=0 3.55789e+06 760277 193873 178596 11602 92 11510 5453 6057 4241 1816 4552 834 783 263 520 3407 1022 2385 4408 144 4250 2327 898 1923 1687 80 1607 1249
internal_count=4318164 3557887 760277 193873 178596 11602 92 11510 5453 6057 4241 1816 4552 834 783 263 520 3407 1022 2385 4408 144 4250 2327 898 1923 1687 80 1607 1249
is_linear=0
shrinkage=0.1


Tree=1703
num_leaves=31
num_cat=0
split_feature=1 5 5 5 5 2 1 5 1 6 5 1 0 3 0 2 6 4 5 1 2 1 5 5 2 1 5 5 3 5
split_gain=2.30362e+12 1.21315e+13 4.17985e+13 1.96567e+13 2.80782e+13 2.83557e+13 2.49467e+13 2.44292e+13 3.07332e+13 2.48298e+13 2.0973e+13 3.86795e+13 2.23156e+13 4.34301e+13 2.89315e+13 2.88673e+13 2.06254e+13 3.72613e+13 6.97454e+13 4.96494e+13 3.20864e+13 5.23568e+13 4.00837e+13 6.42856e+13 4.00094e+13 3.14924e+13 4.96588e+13 8.51989e+13 5.69374e+13 5.65719e+13
threshold=82.981501350000016 59.245000000000012 61.405000000000008 39.355000000000011 39.005000000000003 1.5000000000000002 83.003420700000007 41.305000000000007 83.015546400000019 1.5000000000000002 42.895000000000003 82.991167100000027 55.030402950000003 9.5000000000000018 55.050600750000008 3.5000000000000004 1.5000000000000002 1.5000000000000002 47.815000000000005 83.026705000000007 6.5000000000000009 83.00362155000002 57.995000000000012 57.705000000000005 9.5000000000000018 82.991167100000027 58.005000000000003 58.040000000000006 17.500000000000004 54.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 8 9 -5 11 -9 -13 -14 15 -15 -12 18 -18 25 21 -20 23 -22 -24 -19 28 -28 -27 -30
right_child=1 2 -4 7 5 -7 -8 10 -10 -11 16 12 13 14 -16 -17 17 19 20 -21 22 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=28.769920495008058 -172.60327000847803 -5686.4829629221003 -377.67435090437971 -909.34425478717935 -16609.723872313349 -5592.4716398989058 3790.2458769649147 -20063.395096789052 2021.6684361691111 17023.909283809851 2163.9059989559987 -68.844418478204048 3483.4266618279139 -50269.26023816318 -8843.4855579327595 -13591.21127668295 5604.0178970111774 -4245.8825821268019 2348.2673706230544 -34.204265204154702 -6043.1969533779684 -10335.642725046455 -19779.146416766831 77639.973387096776 26906.162313795336 14221.53108214145 -31913.772095882661 5138.0913869695614 30178.875254698058 -44195.484785023487
leaf_weight=3738169 147375 16539 143600 1062 663 20009 6254 1143 13286 2828 69741 24840 2198 397 2196 467 7472 2564 9024 77840 7108 5090 3757 93 193 8484 718 4575 148 331
leaf_count=3738169 147375 16539 143600 1062 663 20009 6254 1143 13286 2828 69741 24840 2198 397 2196 467 7472 2564 9024 77840 7108 5090 3757 93 193 8484 718 4575 148 331
internal_value=0 -185.427 -925.963 97.0236 -715.115 -3684.46 1834.89 673.499 4310.54 12128 399.964 -2007.31 -1321.61 -7239.96 -14942.6 -30444.4 781.451 24.6528 -2883.48 1030.39 -5393.61 -2225.99 -9402.91 -4962.44 -17498.1 5957.16 7792.22 111.974 12327.7 -21215.5
internal_weight=0 579995 160139 419856 174301 26926 6917 245555 17176 3890 228379 31241 30098 5258 3060 864 197138 127397 32737 94660 25265 14114 11151 7201 3950 16820 14256 5293 8963 479
internal_count=4318164 579995 160139 419856 174301 26926 6917 245555 17176 3890 228379 31241 30098 5258 3060 864 197138 127397 32737 94660 25265 14114 11151 7201 3950 16820 14256 5293 8963 479
is_linear=0
shrinkage=0.1


Tree=1704
num_leaves=31
num_cat=0
split_feature=2 2 1 3 1 1 3 1 5 0 5 0 5 5 0 1 1 0 0 5 0 1 0 5 4 0 5 1 5 3
split_gain=2.25691e+12 1.73063e+13 2.61196e+13 2.82863e+13 2.7074e+13 3.49172e+13 3.75325e+13 3.21093e+13 4.34534e+13 3.68439e+13 6.87334e+13 4.01158e+13 3.34147e+13 2.99885e+13 5.0872e+13 4.22352e+13 2.86057e+13 7.60708e+13 1.29287e+14 2.71108e+13 3.76402e+13 2.7071e+13 3.39548e+13 3.7911e+13 8.08296e+13 6.72817e+13 5.05546e+13 3.73608e+13 3.25817e+13 2.89509e+13
threshold=5.5000000000000009 4.5000000000000009 38.969379750000009 16.500000000000004 37.692869000000009 37.457850350000008 17.500000000000004 37.792847950000002 93.00500000000001 45.047272400000004 125.85000000000001 45.040161900000008 92.035000000000011 95.020000000000024 45.067452850000002 37.869926150000005 37.436176200000013 55.820531900000013 55.664473600000008 69.610000000000014 55.860536450000005 37.533784800000006 55.826364100000013 64.805000000000021 1.5000000000000002 55.734663800000007 53.705000000000005 37.503486000000002 107.05000000000001 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 16 -7 8 -6 10 11 -9 -13 -11 -15 -16 -5 18 -18 20 -19 22 23 24 -8 27 -27 -26 -23 -24
right_child=-2 2 -4 4 7 6 21 9 -10 13 -12 12 -14 14 15 -17 17 19 -20 -21 -22 28 29 -25 25 26 -28 -29 -30 -31
leaf_value=62.435000452664987 83.97887289247663 -2525.066430506894 -138.6525004034099 1301.4958716505125 13347.51132829018 5326.5521706431209 -21654.076367431033 1546.5290427919967 85773.39313964844 951.28793090475449 201544.57507642664 138714.96080512155 -16632.496669921875 -154888.34147727274 -91294.203212890628 41363.184422200524 -3131.0423621544473 -155227.3412202381 204178.30199497769 92098.660380859379 -7698.5375610351566 -6544.1808480209056 43466.260969172297 563.33156010554387 -13122.050948660713 -257148.62268829346 -108947.65078125001 -155773.35699728262 -134703.35375000001 -22347.539860026041
leaf_weight=2028337 1838026 105726 321792 11645 2254 1514 401 221 86 4513 23 45 20 33 40 60 65 21 56 20 98 2433 111 208 91 32 82 23 20 168
leaf_count=2028337 1838026 105726 321792 11645 2254 1514 401 221 86 4513 23 45 20 33 40 60 65 21 56 20 98 2433 111 208 91 32 82 23 20 168
internal_value=0 -62.2366 -621.943 -1818.16 1259.64 -928.457 -7866.76 6355.11 16009.3 1795.9 35232.5 21857.7 90915.7 -427.923 -47227.8 -11699.8 2033.95 34839.3 92813.8 -15627.8 -33733 -13463.5 -26375.5 -36446.2 -48684.6 -96225.3 -150548 -41902.6 -7589.1 3836.45
internal_weight=0 2.48014e+06 451801 130009 24283 16988 5083 7295 2340 4955 309 286 65 4646 133 100 11905 260 121 139 119 3569 1116 837 629 228 114 114 2453 279
internal_count=4318164 2480138 451801 130009 24283 16988 5083 7295 2340 4955 309 286 65 4646 133 100 11905 260 121 139 119 3569 1116 837 629 228 114 114 2453 279
is_linear=0
shrinkage=0.1


Tree=1705
num_leaves=31
num_cat=0
split_feature=1 1 1 3 3 5 3 0 0 3 0 5 5 0 1 0 5 3 3 0 0 5 1 5 3 0 1 0 3 5
split_gain=2.50147e+12 1.97236e+13 6.5427e+13 1.22512e+14 1.02327e+14 1.09648e+14 6.79213e+13 5.19514e+13 7.36512e+13 9.8837e+13 9.71458e+13 8.50799e+13 8.15327e+13 7.21116e+13 7.8055e+13 6.78826e+13 7.83549e+13 7.1804e+13 6.78497e+13 6.03302e+13 1.21633e+14 9.82904e+13 6.77401e+13 8.3971e+13 7.62082e+13 5.97647e+13 7.50495e+13 3.9665e+14 2.55812e+14 9.27652e+13
threshold=38.781124500000011 37.971176850000006 37.944765900000007 23.500000000000004 17.500000000000004 84.030000000000015 12.500000000000002 55.601678500000013 55.734663800000007 24.500000000000004 55.751981950000008 142.05000000000004 75.750000000000014 55.701368300000006 37.998366300000008 55.806974650000008 107.05000000000001 2.5000000000000004 21.500000000000004 55.07108800000001 55.110554300000004 58.305000000000007 38.151577750000008 66.990000000000023 4.5000000000000009 56.338501050000012 38.233559750000005 56.281985950000006 16.500000000000004 71.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 19 9 11 -10 12 13 -9 18 17 25 -12 -15 -3 21 -21 23 -22 -25 26 -17 -28 29 -29
right_child=-2 7 3 -5 5 -7 -8 8 10 -11 15 -13 -14 14 -16 16 -18 -19 -20 20 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=72.320200301546762 -50.100494100279931 813.71176540775014 -17734.135059260156 19044.985394156065 -28320.774642233813 -136930.26675570619 -2149.0385566317645 3488.2971232748491 11337.828688989377 -56593.534924033986 30435.981617262169 138342.60211509149 -38073.460159779745 24187.720908350249 -18157.135636577215 620.47279045248797 -39900.106357529192 -9141.7522550206431 -11738.435282100148 15459.608577741936 10627.238273246752 56583.24978200499 2447.1661207931265 151198.58727442785 40014.374934061168 -7030.5875864804302 4998.9156965494994 120205.48768790108 22152.376079191989 273095.48845703126
leaf_weight=1155103 3012745 35182 4007 1700 1048 102 9255 6454 7968 389 479 41 747 977 4860 24728 455 10660 1138 2289 2204 779 18621 71 468 6405 8530 336 378 45
leaf_count=1155103 3012745 35182 4007 1700 1048 102 9255 6454 7968 389 479 41 747 977 4860 24728 455 10660 1138 2289 2204 779 18621 71 468 6405 8530 336 378 45
internal_value=0 115.626 -15.9521 -6344.38 -9339.24 -37954 -6857.94 1263.92 -495.013 -6862.99 1055.58 -5502.28 -5918.31 -4129.66 -11178.6 -519.493 1366.3 -7439.83 4857.24 3464.73 7282.18 25901.4 4608.36 19279.7 54660.2 1830.81 3499.3 11163 80437.3 138263
internal_weight=0 1.30542e+06 1.17122e+06 16112 14412 1150 13262 134204 74590 14606 59984 14217 14176 13429 6975 52016 40877 11139 2115 59614 24432 3068 21364 2743 539 40422 34017 9289 759 381
internal_count=4318164 1305419 1171215 16112 14412 1150 13262 134204 74590 14606 59984 14217 14176 13429 6975 52016 40877 11139 2115 59614 24432 3068 21364 2743 539 40422 34017 9289 759 381
is_linear=0
shrinkage=0.1


Tree=1706
num_leaves=31
num_cat=0
split_feature=3 2 5 0 1 0 4 0 1 1 5 5 2 5 5 4 5 2 5 3 2 4 5 5 5 3 0 0 1 0
split_gain=2.21043e+12 2.55839e+13 2.63072e+13 4.46727e+13 4.54791e+13 4.45968e+13 4.7251e+13 4.20069e+13 4.1944e+13 1.84763e+14 1.91081e+14 8.65438e+13 6.06699e+13 5.80838e+13 6.71072e+13 4.64101e+13 4.3315e+13 9.87765e+13 6.55927e+13 5.04733e+13 3.95734e+13 3.79601e+13 8.8336e+13 7.12544e+13 5.83205e+13 3.7889e+13 3.28211e+13 6.60145e+13 1.19182e+14 8.25694e+13
threshold=4.5000000000000009 1.5000000000000002 74.610000000000014 45.022371150000005 37.362912300000012 44.893607100000004 2.5000000000000004 43.592450450000008 39.726951800000002 39.739656000000004 67.520000000000024 21.015000000000004 3.5000000000000004 55.730000000000011 49.995000000000012 1.0000000180025095e-35 53.385000000000012 3.5000000000000004 35.505000000000003 2.5000000000000004 2.5000000000000004 2.5000000000000004 66.990000000000023 61.845000000000006 66.990000000000023 3.5000000000000004 59.932719750000011 59.950068600000009 30.362552800000003 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 8 11 10 12 15 13 14 -10 -3 18 21 19 -13 -8 22 23 25 -23 -18 -5 28 -28 -29
right_child=-2 2 3 26 -6 -7 20 -9 9 -11 -12 16 -14 -15 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=875.95285619119807 21.977034005931028 -8382.4950412326398 -25483.762402343753 -6451.4917533591033 3417.6581945420767 -12354.757864540501 42595.749724833178 -183.60980636983874 24582.711249772896 -8304.441083052483 299846.59916548297 134086.12965820314 175328.50902217743 -103430.80071614584 206458.0246603261 147217.11080887957 104112.13938210228 -185601.94028125002 -83726.585503290175 -29379.99257518095 161553.4106926306 -127187.94358915443 -126333.37934782611 245836.2490234375 76412.849609375 -22892.23310785061 51967.997821936449 -41252.094079121402 -70698.550214213712 9327.6778582317074
leaf_weight=133474 3945856 36 32 22459 3935 76 48 202052 172 6657 33 20 31 30 23 41 55 25 298 340 67 34 23 23 24 41 534 443 93 1189
leaf_count=133474 3945856 36 32 22459 3935 76 48 202052 172 6657 33 20 31 30 23 41 55 25 298 340 67 34 23 23 24 41 534 443 93 1189
internal_value=0 -232.921 -852.622 -3682.62 5907.34 49839.6 81994.5 -463.405 -7614.08 -4906.23 73370.1 -27206.5 44175.9 26105.9 46034.7 74469.2 -36072.9 1802.76 -49024.3 -20298.5 111902 25228.4 53071.5 87746.4 -42939.3 49870.7 -5295.82 6193.84 33773.4 -4402
internal_weight=0 372308 238834 28876 4158 223 147 209958 7906 6946 289 960 256 225 195 77 883 225 658 360 115 200 142 119 58 96 24718 2259 627 1632
internal_count=4318164 372308 238834 28876 4158 223 147 209958 7906 6946 289 960 256 225 195 77 883 225 658 360 115 200 142 119 58 96 24718 2259 627 1632
is_linear=0
shrinkage=0.1


Tree=1707
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 0 1 6 3 3 0 0 3 5 1 5 3 3 3 0 0 0 3 6 0 3 0 5 0
split_gain=2.21314e+12 1.59898e+13 1.29281e+14 2.52262e+14 7.75357e+14 5.01913e+14 3.40874e+14 4.94099e+14 2.6301e+14 4.77126e+14 2.34522e+14 2.12909e+14 1.94832e+14 1.89887e+14 1.78602e+14 1.44323e+14 1.26621e+14 1.10739e+14 2.53652e+14 1.00658e+14 1.7013e+14 4.53901e+14 3.55583e+14 1.80979e+14 1.11676e+14 3.69704e+14 1.75647e+14 1.27628e+14 8.76911e+13 7.68675e+13
threshold=54.035000000000004 37.752451500000006 37.692869000000009 55.645049100000001 55.56564190000001 55.727011600000004 55.664473600000008 37.712318250000003 1.5000000000000002 15.500000000000002 20.500000000000004 55.601678500000013 55.946414150000003 15.500000000000002 61.405000000000008 37.726745000000001 102.01000000000001 15.500000000000002 16.500000000000004 10.500000000000002 55.820531900000013 55.777112100000004 55.899899800000007 29.500000000000004 1.5000000000000002 55.762622900000004 9.5000000000000018 55.806974650000008 84.030000000000015 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 29 6 14 -8 9 -9 -11 15 19 -10 -5 -6 -16 -17 -19 24 21 -21 -22 -23 25 26 -7 -27 -14 -4
right_child=1 -3 3 5 11 12 7 8 13 10 -12 -13 28 -15 16 17 -18 18 -20 20 22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-57.86089894428973 26.640418291370271 264.00032472297318 -5201.0204027865084 20858.493134107459 45128.271187534418 116002.96247238005 59427.027343143447 134903.8436168324 -65077.548333821382 -145296.52240017624 -73665.617379047559 29579.975212330228 -26845.355693449121 19480.511597629433 -39389.461283246812 -36430.478203125 197488.97761548916 268619.45333438908 94888.463809609835 -1675.9547524179632 -59204.532812255857 97071.777049510871 7030.0564350458117 17799.798012142754 -5174.6532363637762 -239197.18789772727 -38333.929760826664 -71969.424608123009 -94289.798223769874 -27933.978827712337
leaf_weight=2611969 393153 1284432 3739 1085 454 99 322 88 677 780 1104 2285 1248 437 1196 40 23 111 346 2666 1000 860 4278 433 2164 110 289 78 228 2470
leaf_count=2611969 393153 1284432 3739 1085 454 99 322 88 677 780 1104 2285 1248 437 1196 40 23 111 346 2666 1000 860 4278 433 2164 110 289 78 228 2470
internal_value=0 88.5777 -445.652 -6935.8 6440.01 -13527.7 -38363.4 -58449.4 -70748.9 -92691 -103322 46127.8 -2982.8 -31907.1 -8652.81 85887.7 -34920.1 123121 137086 1241.84 6234.82 21904.8 -5519.13 70525.2 -15590.3 -54721.4 1045.84 -169815 -37263.6 -14244.4
internal_weight=0 1.7062e+06 421763 28610 9445 19165 5712 3408 3086 1972 1884 3236 13453 1114 2304 951 1219 497 457 11977 9237 3959 5278 1293 2740 576 388 188 1476 6209
internal_count=4318164 1706195 421763 28610 9445 19165 5712 3408 3086 1972 1884 3236 13453 1114 2304 951 1219 497 457 11977 9237 3959 5278 1293 2740 576 388 188 1476 6209
is_linear=0
shrinkage=0.1


Tree=1708
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 0 3 2 0 1 3 0 3 5 3 3 4 5 5 5 0 0 5 0 5 3 3 1 0
split_gain=2.7932e+12 1.95618e+13 2.58679e+13 5.92025e+13 3.7668e+13 3.62195e+13 5.81298e+13 4.25455e+13 4.8214e+13 4.03788e+13 8.38034e+13 6.95305e+13 1.13995e+14 5.24681e+13 4.51471e+13 3.86461e+13 3.83077e+13 3.44006e+13 4.99513e+13 3.41934e+13 3.37392e+13 3.29035e+13 3.24384e+13 3.19613e+13 3.18528e+13 4.03827e+13 5.36621e+13 2.94073e+13 6.30786e+13 1.64215e+14
threshold=38.633372000000001 38.096381250000007 55.388132500000005 55.576287050000012 110.05000000000001 81.00500000000001 55.777112100000004 17.500000000000004 9.5000000000000018 55.851332700000007 38.233559750000005 5.5000000000000009 56.320495600000008 4.5000000000000009 101.05000000000001 16.500000000000004 21.500000000000004 2.5000000000000004 120.05000000000001 109.05000000000001 104.75000000000001 56.281985950000006 55.551692500000009 116.06000000000002 54.934662400000008 64.805000000000021 11.500000000000002 13.500000000000002 38.422276900000007 54.194619400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 4 20 -5 7 -7 -9 23 11 -11 19 -12 15 21 -10 -14 -19 -13 -4 -15 -6 -8 27 26 -26 -3 -29 -30
right_child=-2 2 3 5 22 6 9 8 16 10 13 12 17 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=32.525588943814732 -52.468958920562457 -682.76693710426559 12598.120965230415 1029.6930843025721 -124027.09443623312 50984.872664707887 -35456.979661026926 -93290.570794547879 -45555.039608373401 54196.132191685276 -29623.894361255792 -47229.945612219184 -51300.908924585463 103883.18999123087 4483.0057203389833 21282.240977515248 83530.860832868319 64187.156701354987 -56925.353622581846 -129911.55137319712 122630.5174107143 220672.92852783203 34043.614843750001 61360.203876696134 -18813.895484302924 -54659.032921672326 21059.710369926586 4356.5464488062371 22404.919300209604 310824.27860576927
leaf_weight=1222775 3029015 15791 5875 40150 37 547 332 47 39 154 54 217 49 98 59 41 56 180 42 65 28 32 20 38 1299 212 456 348 82 26
leaf_count=1222775 3029015 15791 5875 40150 37 547 332 47 39 154 54 217 49 98 59 41 56 180 42 65 28 32 20 38 1299 212 456 348 82 26
internal_value=0 123.282 1795.25 3009.31 12338.8 1691.68 14656.9 38323.9 -10447.7 2675.66 13200.4 -5230.36 -21779.5 59082.6 79909.4 105934 30537.7 24535.3 41274 -66287.8 13120 132631 -68563.7 -25513.6 -1414.88 -13433.5 -8453.57 40.2007 25076.1 91839.2
internal_weight=0 1.28915e+06 66374 48160 5960 42200 2050 689 142 1361 991 707 553 284 230 171 95 271 222 282 5903 130 57 370 18214 1967 1755 16247 456 108
internal_count=4318164 1289149 66374 48160 5960 42200 2050 689 142 1361 991 707 553 284 230 171 95 271 222 282 5903 130 57 370 18214 1967 1755 16247 456 108
is_linear=0
shrinkage=0.1


Tree=1709
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 3 5 0 5 5 3 2 5 5 5 3 5 4 5 3 5 3 5 5 5 5 3 2 3
split_gain=2.26249e+12 1.92103e+13 8.04691e+13 7.50016e+13 1.88143e+14 7.2511e+13 8.26934e+13 7.20932e+13 6.71672e+13 5.35531e+13 5.095e+13 4.41358e+13 4.17811e+13 3.95011e+13 3.6891e+13 3.86457e+13 6.06262e+13 7.4679e+13 3.68518e+13 6.92681e+13 1.31456e+14 5.40073e+13 6.74334e+13 9.94049e+13 5.68928e+13 8.30828e+13 7.3039e+13 6.70431e+13 5.56642e+13 5.22176e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 44.580511600000001 38.058342000000003 37.914142000000005 11.500000000000002 128.92000000000004 44.678200800000006 38.610000000000007 100.05000000000001 9.5000000000000018 5.5000000000000009 67.990000000000023 123.15000000000002 51.405000000000008 18.500000000000004 74.010000000000005 2.5000000000000004 100.05000000000001 13.500000000000002 71.715000000000018 12.500000000000002 99.555000000000021 77.715000000000018 98.020000000000024 103.45000000000002 10.500000000000002 8.5000000000000018 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 18 5 8 7 11 10 -10 -5 12 -7 -13 15 -11 -17 -18 21 20 -20 -4 24 28 27 -26 -27 -23 -24 -30
right_child=-2 -3 3 4 -6 6 -8 -9 9 14 -12 13 -14 -15 -16 16 17 -19 19 -21 -22 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-3382.365903141108 -47.222062847825555 42.309756540748623 -431.74119078160311 -3551.0219292422503 68951.231001714463 34943.624667176045 -38825.436312474965 -133465.37741608798 -5030.8461430287589 26492.907105468512 -62119.733602570574 61176.194672905229 1131.1664594884073 205396.81653645833 76422.256906960232 1743.0942622386192 9388.4730329353588 88751.772336832684 -19375.363052628869 22814.766354512427 -193482.92771809897 30706.296167473596 72465.751667668272 -55771.289246323533 -25592.58547660632 253991.44144345238 1016.9090078125 194166.7462962963 344804.8291015625 128019.681375
leaf_weight=15343 3029015 1249634 8291 3558 536 1707 195 27 1605 1777 155 91 465 24 99 2566 310 192 1194 386 45 355 52 34 390 21 25 27 20 25
leaf_count=15343 3029015 1249634 8291 3558 536 1707 195 27 1605 1777 155 91 465 24 99 2566 310 192 1194 386 45 355 52 34 390 21 25 27 20 25
internal_value=0 110.954 2281.78 5877.06 10910.4 8474.39 23713.3 28983.5 4748.55 10840.2 -5995.99 30901.3 27704.8 91274.4 15992.6 14757.8 7960.74 39742.6 -287.531 -14175 -25698.9 2154.8 24752.3 91363.2 14084.8 -10600.6 116505 42259.8 142936 224369
internal_weight=0 1.28915e+06 39515 24172 13307 12771 2509 2314 10262 6549 3713 2287 2172 115 4944 4845 3068 502 10865 1625 1239 9240 949 131 818 436 46 382 97 45
internal_count=4318164 1289149 39515 24172 13307 12771 2509 2314 10262 6549 3713 2287 2172 115 4944 4845 3068 502 10865 1625 1239 9240 949 131 818 436 46 382 97 45
is_linear=0
shrinkage=0.1


Tree=1710
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 1 0 1 5 5 0 6 1 5 5 1 3 2 1 3 5 3 3 5 5 2 2 5 1
split_gain=2.43332e+12 1.44259e+13 3.46245e+13 2.63737e+13 2.84857e+13 2.06956e+13 5.54486e+13 4.24295e+13 1.05888e+14 5.79604e+13 7.35138e+13 5.58108e+13 5.85846e+13 5.88724e+13 1.35327e+14 8.57246e+13 7.84315e+13 7.56266e+13 9.83596e+13 8.60495e+13 5.5435e+13 5.04033e+13 4.36506e+13 4.25706e+13 4.18099e+13 4.16332e+13 5.28186e+13 4.30979e+13 3.13609e+13 5.00235e+13
threshold=44.982728700000003 45.03656895000001 38.891822450000006 37.214886200000009 45.029420750000007 21.500000000000004 38.950530550000003 45.022371150000005 39.016372550000007 94.040000000000006 75.015000000000015 45.029420750000007 1.5000000000000002 39.027779200000005 52.405000000000008 61.845000000000006 38.984911950000004 23.500000000000004 10.500000000000002 38.984911950000004 23.500000000000004 118.33500000000002 24.500000000000004 23.500000000000004 105.35000000000001 90.015000000000015 16.500000000000004 8.5000000000000018 43.205000000000005 41.900971000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 28 25 8 20 10 -10 -9 -13 14 16 -15 -14 19 -19 -16 24 -22 23 -11 -8 27 -27 -7 -4 -30
right_child=1 -3 5 -5 -6 6 7 11 9 22 -12 12 13 15 17 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-316.15828300025828 -13491.133510405443 -12.253214463517679 -439.28973086682322 -28439.245302464773 71853.810520391955 -88637.728568522143 -52448.968751208617 12820.736601259892 -573.57828682021864 -14626.103103693182 -33335.298239457137 16090.601203473147 -159356.81293658089 -18266.993339347559 -121198.02710597828 -92613.619852884032 -8563.7582114955349 11323.898363095239 191798.74896655907 24822.170731397822 -27246.510287027428 95335.658881578944 -17480.499344308038 86165.27844484504 -134969.98565340909 -178645.6382546165 11124.371821732955 5383.4535536911317 4681.0717185270769 -4055.6134804958238
leaf_weight=230447 116 3985555 34379 652 59 72 303 3567 5567 55 781 723 68 679 46 201 70 63 58 329 286 38 98 176 77 44 22 151 45835 7647
leaf_count=230447 116 3985555 34379 652 59 72 303 3567 5567 55 781 723 68 679 46 201 70 63 58 329 286 38 98 176 77 44 22 151 45835 7647
internal_value=0 17.8236 1191.18 -19187.4 15282.3 1357.49 -2291.8 -1342.06 -6372.43 -2483.21 -4604.28 5055.11 -7327.55 -18510.7 4721.44 -35248.4 -82867.6 29091 97832.5 6910.36 -43259.2 -12869.6 38442.4 62167.3 -69170.3 -45621.8 -115389 -24973.2 1917.13 3431.88
internal_weight=0 4.08772e+06 102162 827 175 101335 13474 13185 7381 6677 6348 5804 2237 1514 634 880 138 496 121 375 704 324 329 231 380 289 66 223 87861 53482
internal_count=4318164 4087717 102162 827 175 101335 13474 13185 7381 6677 6348 5804 2237 1514 634 880 138 496 121 375 704 324 329 231 380 289 66 223 87861 53482
is_linear=0
shrinkage=0.1


Tree=1711
num_leaves=31
num_cat=0
split_feature=3 5 1 1 1 0 0 0 3 3 5 0 2 3 5 0 0 0 0 0 0 3 0 1 5 5 4 3 5 0
split_gain=2.31294e+12 1.50055e+13 2.88078e+13 1.10494e+14 8.45731e+13 3.81581e+14 1.89279e+14 1.65004e+14 1.00888e+14 1.67659e+14 9.51283e+13 9.35429e+13 9.04088e+13 1.06186e+14 8.21062e+13 1.87988e+14 1.12105e+14 2.95646e+14 4.76853e+14 1.40987e+14 3.66732e+14 1.52622e+14 1.34594e+14 1.81718e+14 1.32648e+14 1.43002e+14 1.29784e+14 1.27049e+14 1.26719e+14 1.14577e+14
threshold=10.500000000000002 73.010000000000005 37.314272700000011 37.417247200000006 37.457850350000008 55.628356700000005 55.87722990000001 55.826364100000013 23.500000000000004 17.500000000000004 110.05000000000001 55.885524800000006 5.5000000000000009 12.500000000000002 109.05000000000001 55.820531900000013 55.657530000000008 55.734663800000007 55.806974650000008 55.834684950000003 55.851332700000007 25.500000000000004 55.885524800000006 37.362912300000012 107.05000000000001 104.75000000000001 2.5000000000000004 27.500000000000004 75.750000000000014 55.619594000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 14 5 8 7 12 9 -5 11 -8 -7 -14 16 -16 28 26 27 21 -21 24 23 -22 25 -20 -18 -19 -4 -30
right_child=1 2 3 4 -6 6 10 -9 -10 -11 -12 -13 13 -15 15 -17 17 18 19 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=56.980181633499569 45.526449176216538 1402.7164100932353 -46889.134537884667 -16214.401521615562 -1015.0664819560589 89652.352596109224 -87746.860783811484 159567.74997495994 -72833.290668601869 222959.72679239907 109196.61184303978 7544.7026361747812 168151.16914966726 23335.045942424909 -6279.2503605589955 131369.46275493916 -142336.72973321142 79391.805449646665 -60682.212000079257 60480.507652412867 31688.213577208226 98411.196009826672 -337.83011770537405 -74816.927662357688 -243912.61258223688 129392.85592130337 -52098.174764300536 -31591.97424237011 -17972.202633809644 19077.817373651957
leaf_weight=2688514 1345223 50862 524 1272 219288 404 122 156 327 30 77 662 54 812 419 130 188 639 1144 551 196 64 759 877 38 41 1047 123 1305 2316
leaf_count=2688514 1345223 50862 524 1272 219288 404 122 156 327 30 77 662 54 812 419 130 188 639 1144 551 196 64 759 877 38 41 1047 123 1305 2316
internal_value=0 -94.003 -753.92 -1223.56 -754.943 13811.4 40156.5 62510.8 -23175.2 -10703.5 3133.12 -7283.83 50588.8 32365.2 -11318.8 26315.2 -13424.5 -22566 -10508.9 -25455.3 -11051.3 -52125.6 -32565.5 -55362.1 -60003.3 -54105.8 -65834.9 61477.1 -926.274 5725.08
internal_weight=0 1.62965e+06 284427 233565 223204 3916 2287 1426 1629 1302 861 784 1270 866 10361 549 9812 5667 4432 3670 2383 1287 1832 1073 1223 1185 1235 762 4145 3621
internal_count=4318164 1629650 284427 233565 223204 3916 2287 1426 1629 1302 861 784 1270 866 10361 549 9812 5667 4432 3670 2383 1287 1832 1073 1223 1185 1235 762 4145 3621
is_linear=0
shrinkage=0.1


Tree=1712
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 0 0 3 0 0 5 3 0 0 5 3 3 6 0 1 4 5 5 0 0 1 0 3
split_gain=2.20433e+12 3.30354e+13 1.13448e+14 1.3503e+14 1.27605e+14 9.75647e+13 9.03212e+13 7.58893e+13 7.50652e+13 9.10919e+13 8.52492e+13 6.99627e+13 6.941e+13 7.07257e+13 6.69635e+13 7.46914e+13 1.22395e+14 6.29772e+13 5.92353e+13 1.20031e+14 7.11919e+13 7.88999e+13 6.07861e+13 5.79308e+13 5.72576e+13 6.08742e+13 1.52071e+14 7.41141e+13 2.10931e+14 1.04172e+14
threshold=37.855187800000003 37.777459000000007 55.674875350000008 55.455204450000004 55.826364100000013 7.5000000000000009 55.657530000000008 55.576287050000012 55.183525900000006 16.500000000000004 44.732363600000006 55.664473600000008 89.00500000000001 3.5000000000000004 56.635684300000008 56.009576300000013 58.305000000000007 13.500000000000002 17.500000000000004 1.5000000000000002 55.975961550000008 37.792847950000002 3.5000000000000004 74.610000000000014 49.505000000000003 55.784980300000008 55.793358600000012 37.832345550000007 55.812836050000008 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 12 7 -5 10 -10 -3 -8 13 -4 15 18 -17 -18 19 20 21 -6 -20 -9 -7 -26 -27 29 -29 -28
right_child=-2 2 4 6 14 24 11 23 9 -11 -12 -13 -14 -15 -16 16 17 -19 22 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=1.1208577076133064 -41.488879880022225 4312.5218815665803 -86692.135009765625 -19520.351284540277 113460.93611111111 3199.9721426576584 8402.2116411071147 -47047.368515435075 36478.44608795573 -27914.154825578065 -13324.734779340772 -22301.391656798609 128170.57880434784 28903.887571274787 -111455.26616477274 675.09075661490624 12152.703842730227 68215.008355389044 -26303.936479963504 -4600.5049106315173 168522.55412500002 -2813.1140883847893 141163.16746271306 -132516.27452137705 10702.310531449291 143748.49807044721 712.09738587161155 -53797.651075473732 147697.98551635744 67207.066863352928
leaf_weight=1038042 3229263 10262 54 1845 90 8290 1742 617 1125 273 3739 1293 69 2668 55 2381 339 490 1464 7016 50 166 22 91 5302 116 415 276 64 545
leaf_count=1038042 3229263 10262 54 1845 90 8290 1742 617 1125 273 3739 1293 69 2668 55 2381 339 490 1464 7016 50 166 22 91 5302 116 415 276 64 545
internal_value=0 123.04 2611.44 -3023.29 6570.19 11953 -16338.8 -30200.6 1808.66 23903.9 -397.549 -4678.43 29121.4 26610.7 -1365.64 -861.821 12197 45289.7 -5621.01 -1926.59 59381.2 38064.5 -23824.6 -58032.8 8760.27 15621.7 34041.5 24252.2 -15869.1 38461.8
internal_weight=0 1.0889e+06 50859 20987 29872 17799 5588 2553 15399 1398 14001 3035 2791 2722 12073 12018 3210 829 8808 7322 306 256 1486 708 15008 6718 1416 1300 340 960
internal_count=4318164 1088901 50859 20987 29872 17799 5588 2553 15399 1398 14001 3035 2791 2722 12073 12018 3210 829 8808 7322 306 256 1486 708 15008 6718 1416 1300 340 960
is_linear=0
shrinkage=0.1


Tree=1713
num_leaves=31
num_cat=0
split_feature=1 1 5 4 3 0 5 2 5 5 2 0 4 5 4 5 5 3 5 5 0 0 2 3 2 3 4 1 0 2
split_gain=2.28554e+12 1.60653e+13 2.1848e+13 1.56124e+13 1.50756e+13 3.49961e+13 2.91419e+13 2.76891e+13 4.36848e+13 3.06354e+13 2.91135e+13 3.09114e+13 2.679e+13 2.09282e+13 2.08739e+13 1.90886e+13 3.78495e+13 2.75353e+13 2.57623e+13 2.01169e+13 3.22676e+13 1.72347e+13 1.71945e+13 2.19501e+13 2.53298e+13 2.33932e+13 1.59214e+13 1.49365e+13 8.2801e+13 4.05194e+13
threshold=39.704585000000002 39.714575750000009 63.145000000000003 6.5000000000000009 8.5000000000000018 47.228519500000004 128.92000000000004 9.5000000000000018 96.015000000000015 118.33500000000002 13.500000000000002 47.208883950000008 2.5000000000000004 177.02500000000003 3.5000000000000004 112.04500000000002 120.05000000000001 10.500000000000002 105.35000000000001 89.00500000000001 47.208883950000008 47.208883950000008 2.5000000000000004 11.500000000000002 6.5000000000000009 14.500000000000002 2.5000000000000004 39.718803500000007 43.592450450000008 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 27 12 7 -7 15 10 -10 11 -9 21 -14 -8 18 -17 -18 19 22 -21 -4 -6 -24 25 -25 -12 28 29 -3
right_child=1 3 4 -5 5 6 14 8 9 -11 26 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-84.971878938629274 1124.1505917268403 131959.44216974432 -72161.783253205125 -24321.413047877555 -44784.623284040179 8796.9272680784106 -135326.08837890625 -71598.429977678563 -97160.314337384261 17492.482193216463 142411.96947916667 53705.297630208341 3524.1378482866894 100634.26948879077 -8234.0483956473217 186932.06869212966 112093.80820312501 -13394.39383138021 -63708.219661458337 164749.34798583985 38869.681933593754 -8576.8125031166892 66386.635217678937 -106816.11814903846 73179.462959558819 15640.638822115385 43772.349576822919 65.531490662886611 -3371.0837019467867 18902.656029072747
leaf_weight=1826521 12233 66 78 263 28 2339 24 35 54 41 30 45 632 23 28 27 34 36 24 32 56 94 124 26 34 39 36 2456990 18111 61
leaf_count=1826521 12233 66 78 263 28 2339 24 35 54 41 30 45 632 23 28 27 34 36 24 32 56 94 124 26 34 39 36 2456990 18111 61
internal_value=0 62.2894 3205.83 41.7785 9703.7 12911.3 7150.83 32559.4 5101.63 -47678.6 39444.9 -1115.08 -2288.99 6934.11 -66891.9 46945 86352.1 47557 36414.7 43503 84644.1 -37411.9 29079 38353.4 3241.09 -33342.1 88608.5 44.3672 -2806.85 77656.6
internal_weight=0 2.49164e+06 16152 2.47549e+06 3919 3092 2391 701 241 95 146 80 827 655 52 460 97 70 363 339 88 172 251 223 99 65 66 2.47523e+06 18238 127
internal_count=4318164 2491643 16152 2475491 3919 3092 2391 701 241 95 146 80 827 655 52 460 97 70 363 339 88 172 251 223 99 65 66 2475228 18238 127
is_linear=0
shrinkage=0.1


Tree=1714
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 3 3 6 2 0 0 0 1 5 0 0 1 3 3 3 0 0 3 6 5 1 0 5 1
split_gain=2.25483e+12 3.28335e+13 9.59895e+13 3.11189e+14 2.46842e+14 1.94928e+14 2.06029e+14 1.7468e+14 1.32108e+14 1.2504e+14 1.73306e+14 1.60836e+14 1.28636e+14 1.97098e+14 2.22622e+14 2.57651e+14 3.52098e+14 2.17259e+14 2.08367e+14 2.16634e+14 1.68357e+14 2.16805e+14 1.65062e+14 2.91844e+14 2.15835e+14 1.50518e+14 1.38321e+14 1.46149e+14 1.2787e+14 1.18528e+14
threshold=37.615058950000012 37.516458750000005 55.551692500000009 55.591389050000011 29.500000000000004 55.56564190000001 20.500000000000004 8.5000000000000018 1.5000000000000002 18.500000000000004 55.885524800000006 56.197733450000008 55.795550600000006 37.542000650000013 37.505000000000003 55.820531900000013 55.834684950000003 37.582182450000005 23.500000000000004 16.500000000000004 21.500000000000004 55.806974650000008 55.784980300000008 9.5000000000000018 1.5000000000000002 109.05000000000001 37.582182450000005 55.806974650000008 80.815000000000012 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -5 -4 10 12 29 22 20 -15 18 17 -17 19 -16 21 -14 25 -24 -25 -9 -21 -28 -18 -12
right_child=-2 2 3 7 -6 -7 -8 9 -10 -11 11 -13 13 14 15 16 28 -19 -20 26 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-76.576652352156827 -36.296245292717828 -2937.9157430988798 168301.09118001931 12697.839540354267 -2264.3013813900479 27075.878853092978 19603.350383621502 -1437.7788819483003 78130.595039381675 14890.924693614419 -1155.1036810511148 -7616.2954153703531 68842.286494673303 4881.7241251656842 -48766.860347707065 -10117.655744079973 -25791.058852259841 100141.10575034947 5862.6710628609035 -274650.64844263979 20804.036973434795 -25552.316098104828 -45256.070507795259 128404.63875789822 30260.281637828572 -175196.39320312502 97199.280279541024 -128268.72828753036 26450.314100679949 27810.96821276722
leaf_weight=770727 3448201 29396 259 12439 1722 2098 373 17008 436 4807 2050 3541 275 3393 2191 318 5893 408 575 57 3041 2112 354 319 753 50 32 283 509 4544
leaf_count=770727 3448201 29396 259 12439 1722 2098 373 17008 436 4807 2050 3541 275 3393 2191 318 5893 408 575 57 3041 2112 354 319 753 50 32 283 509 4544
internal_value=0 143.864 1855.94 3873.7 28206.4 44779.6 79557.1 2042.53 111734 -481.444 -2030.41 9574.32 -5160.86 -10919 -17325 -24664.5 -14153.1 51845.9 -48541.1 -60746.4 5200.85 -14677.4 785.158 33468.7 59465.6 -1947.1 -131303 -105364 -21637.5 18805.7
internal_weight=0 869963 99236 69840 4888 3166 1068 64952 695 52513 47706 10135 37571 19087 13659 10266 7128 726 3138 2563 5428 2387 18484 1426 1072 17058 372 315 6402 6594
internal_count=4318164 869963 99236 69840 4888 3166 1068 64952 695 52513 47706 10135 37571 19087 13659 10266 7128 726 3138 2563 5428 2387 18484 1426 1072 17058 372 315 6402 6594
is_linear=0
shrinkage=0.1


Tree=1715
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 3 0 2 1 1 1 3 5 1 1 3 3 3 4 0 3 4 3 0 1 4 2 1 4 3
split_gain=2.49595e+12 1.072e+13 1.32611e+13 1.70041e+13 9.0221e+12 1.28642e+13 1.18504e+13 1.63694e+13 8.75421e+12 8.63181e+12 1.55443e+13 9.28819e+12 8.48476e+12 1.04418e+13 8.238e+12 7.99103e+12 2.23309e+13 8.45466e+12 1.75639e+13 2.08187e+13 1.56576e+13 2.59433e+13 4.03654e+13 3.77495e+13 3.03628e+13 1.55137e+13 1.34359e+13 1.32091e+13 2.19044e+13 1.55814e+13
threshold=20.010000000000002 19.650000000000002 55.727011600000004 55.745923000000012 44.039893800000009 6.5000000000000009 43.592450450000008 2.5000000000000004 114.17164950000002 37.559851850000008 37.487839250000007 27.500000000000004 13.050000000000002 49.201680550000006 40.247294600000011 32.500000000000007 27.500000000000004 5.5000000000000009 3.5000000000000004 57.60800230000001 13.500000000000002 1.5000000000000002 8.5000000000000018 57.117834900000013 65.520339550000017 4.5000000000000009 3.5000000000000004 44.005491150000005 1.5000000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 9 5 14 7 -7 -1 10 11 -4 13 -11 -3 16 17 25 20 -20 21 -19 23 -23 -24 -5 -26 28 -22 -30
right_child=-2 4 3 15 -6 6 -8 -9 -10 12 -12 -13 -14 -15 -16 -17 -18 18 19 -21 27 22 24 -25 26 -27 -28 -29 29 -31
leaf_value=1799.2230867473584 8.5972556876340374 -33340.124789984533 17419.892790178572 1145.261978950412 -2807.9194091152272 -13609.623185729981 -31292.062828947372 84688.34966634115 -58628.352799479166 -33272.087899750644 -54540.155709838873 -54670.065766398111 -2755.6042248734548 31813.166936383928 6807.142680506553 18608.434706694505 -90575.90437011719 -7748.9825722845826 4594.8119609374999 111096.39304956897 329.87093404951656 176691.92549838364 -8764.2318376797357 643.57343750000007 -1092.1822730654762 -70879.844895833332 94809.718354288736 11864.965568628273 3469.06767816311 -74159.921796875002
leaf_weight=22422 4263643 291 70 9472 11096 32 38 36 24 206 128 24 551 28 62 203 28 6465 50 29 1742 29 268 21 21 30 48 996 41 70
leaf_count=22422 4263643 291 70 9472 11096 32 38 36 24 206 128 24 551 28 62 203 28 6465 50 29 1742 29 268 21 21 30 48 996 41 70
internal_value=0 -672.321 54.8528 -1782.57 -3376.24 -17114.9 13435.6 38430.5 1734.61 -14454.3 -31864.1 -986.054 -9530.73 -25484.1 -26288.8 -1128.62 -1336.11 -1206.53 -3270.53 43690.3 -3652.95 -6243.5 18906.2 102752 6466.22 917.862 65622.2 2577.46 -2414.64 -45486.2
internal_weight=0 54521 42966 20520 11555 459 106 68 22446 1007 222 94 785 234 353 19513 19310 19282 9780 79 9701 6852 387 50 337 9502 69 2849 1853 111
internal_count=4318164 54521 42966 20520 11555 459 106 68 22446 1007 222 94 785 234 353 19513 19310 19282 9780 79 9701 6852 387 50 337 9502 69 2849 1853 111
is_linear=0
shrinkage=0.1


Tree=1716
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 3 3 3 6 0 0 1 0 5 0 5 5 0 5 0 3 5 0 1 1 3 5 0
split_gain=2.18979e+12 2.31896e+13 8.94964e+13 7.98463e+13 2.37311e+14 1.87219e+14 9.52941e+13 1.31259e+14 2.30157e+14 1.59371e+14 1.82523e+14 1.70602e+14 2.48711e+14 1.36638e+14 1.29324e+14 1.54233e+14 1.16643e+14 1.1126e+14 1.04035e+14 1.02727e+14 9.84654e+13 9.25451e+13 2.78517e+14 9.11114e+13 6.98863e+13 1.40483e+14 2.97638e+14 2.18755e+14 2.12099e+14 1.34175e+14
threshold=37.39371280000001 37.098288800000006 56.782419000000012 55.87722990000001 37.362912300000012 55.899899800000007 37.275078000000001 24.500000000000004 17.500000000000004 16.500000000000004 1.5000000000000002 56.009576300000013 55.946414150000003 37.214886200000009 55.975961550000008 83.010000000000005 56.635684300000008 77.715000000000018 61.845000000000006 55.975961550000008 67.00500000000001 55.91302515000001 16.500000000000004 71.715000000000018 55.860536450000005 37.362912300000012 37.275078000000001 6.5000000000000009 56.505000000000003 55.842510000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 24 6 -6 7 8 9 11 19 12 -5 20 15 -8 -13 -10 -15 23 -14 22 -7 -11 29 26 -26 -28 -27 -3
right_child=-2 2 -4 4 5 21 14 -9 17 10 -12 16 13 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-107.93012587967642 -29.984201336554868 435.36261957037561 -132302.91437500002 -7562.5100517719084 154597.34036310369 247363.63440848218 14045.682752999859 -25012.664668890648 54786.401582524464 39680.141836825293 -27287.069958593605 -42554.561887803648 28138.567558306946 76234.478539347168 -49280.35278749292 -84801.767453736044 8194.1715995797731 177408.2930001796 215916.8351907169 -22236.250172749744 78836.4619234688 -3980.3932229238017 35939.227670950109 155783.29815257352 -40106.618063792659 -530.37729130279047 250205.75798301093 50739.498896365694 -48575.848100627511 21921.683871966554
leaf_weight=535096 3667889 93095 50 1351 154 70 1336 1054 495 330 2003 622 2243 247 713 179 1666 87 68 211 462 365 567 85 397 2307 63 432 1527 3000
leaf_count=535096 3667889 93095 50 1351 154 70 1336 1054 495 330 2003 622 2243 247 713 179 1666 87 68 211 462 365 567 85 397 2307 63 432 1527 3000
internal_value=0 169.126 1456.27 1514.36 8505.07 51944.8 4686.92 8531.1 12113.2 8290.62 -12556.8 16521.3 28101.7 44056.1 -14161.3 2366.68 -5602.03 73116.5 106388 34575.4 36797.5 36167.8 59172.7 63460.3 522.275 -11349.7 24394.7 76126.1 -19665.9 1106.15
internal_weight=0 650275 115179 115129 14308 1156 13152 10924 9870 9288 2629 6659 4371 3020 2228 1515 2288 582 315 626 2705 1002 637 415 100821 4726 892 495 3834 96095
internal_count=4318164 650275 115179 115129 14308 1156 13152 10924 9870 9288 2629 6659 4371 3020 2228 1515 2288 582 315 626 2705 1002 637 415 100821 4726 892 495 3834 96095
is_linear=0
shrinkage=0.1


Tree=1717
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 3 6 4 2 5 5 5 5 3 5 5 0 5 3 2 5 5 5 5 5 0 6 6 3 3
split_gain=2.32042e+12 1.46642e+13 5.17818e+13 6.98005e+13 1.13399e+14 1.18486e+14 8.01947e+13 3.59777e+13 6.73561e+13 5.59611e+13 3.21668e+13 3.09595e+13 6.61572e+13 5.64138e+13 3.93549e+13 3.54845e+13 6.19637e+13 5.22007e+13 1.15503e+14 5.79106e+13 5.7933e+13 4.99404e+13 9.98455e+13 4.76374e+13 4.41514e+13 4.03638e+13 3.64575e+13 3.16602e+13 3.06025e+13 9.22813e+13
threshold=56.758269450000007 35.911716050000003 54.978840000000005 55.946414150000003 34.359746700000009 6.5000000000000009 1.5000000000000002 2.5000000000000004 3.5000000000000004 81.00500000000001 47.815000000000005 114.05000000000001 112.04500000000002 7.5000000000000009 123.15000000000002 73.405000000000015 54.725565150000001 74.010000000000005 8.5000000000000018 2.5000000000000004 94.040000000000006 84.030000000000015 85.020000000000024 75.015000000000015 96.015000000000015 54.708501450000007 1.5000000000000002 1.5000000000000002 5.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -6 -4 11 9 -9 -8 12 15 14 -13 -1 17 18 -17 20 26 23 -23 25 -18 -21 -19 -20 -10 -30
right_child=-2 -3 3 4 5 -7 10 8 28 -11 -12 13 -14 -15 -16 16 24 19 27 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-266.95854541549346 140.97331538678745 -14.424332768767833 26457.927734211145 -22931.711790112444 12225.476872669567 137065.4190121158 -35131.056244290259 -11721.769298900441 -27462.181288802316 12590.79076233155 -79347.543447100106 -88928.68798828125 182624.37437500001 -124202.22237723214 46544.529723557695 306666.69687500002 -6318.2794010162361 21546.294138108089 -5789.2928920200902 29038.471507932427 -150654.66562499999 233847.74348958337 43691.952308430526 6176.8868113956505 -122992.38603515626 163167.13429054056 -48759.567295824585 112469.87425986843 17960.037799331993 -17648.232468933031
leaf_weight=29219 919083 3355418 149 1078 462 91 372 1526 1248 2494 295 32 20 56 65 20 704 194 56 57 30 30 347 726 34 37 119 38 940 3224
leaf_count=29219 919083 3355418 149 1078 462 91 372 1526 1248 2494 295 32 20 56 65 20 704 194 56 57 30 30 347 726 34 37 119 38 940 3224
internal_value=0 -38.118 -1858.93 -15992.4 -4046.14 32768.8 -39870.2 -1019.83 -6443.41 3361.69 -54687.1 589.638 806.699 -44285.3 1852.33 691.664 12401.5 23152.5 88447.3 18319 -17906.8 28699.5 58823.7 14849.8 -11693.5 81833.8 -5183.41 42017.6 -13726.6 -9609.86
internal_weight=0 3.39908e+06 43663 2447 1631 553 816 41216 9432 4020 667 31784 31631 153 97 31611 2392 1654 114 1540 343 1197 377 820 738 94 313 94 5412 4164
internal_count=4318164 3399081 43663 2447 1631 553 816 41216 9432 4020 667 31784 31631 153 97 31611 2392 1654 114 1540 343 1197 377 820 738 94 313 94 5412 4164
is_linear=0
shrinkage=0.1


Tree=1718
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 0 5 5 1 1 6 5 3 5 3 1 0 3 5 5 0 1 5 6 3 5 0 1 3 5
split_gain=2.24078e+12 1.63e+13 7.39999e+13 9.70029e+13 1.87068e+14 1.06002e+14 1.20455e+14 1.45617e+14 8.91184e+13 1.2481e+14 1.06564e+14 9.64187e+13 9.16638e+13 8.29422e+13 7.3519e+13 7.01825e+13 2.2942e+14 4.9513e+14 1.62211e+14 1.4967e+14 1.23535e+14 1.08391e+14 8.90196e+13 7.57754e+13 1.13687e+14 7.55437e+13 6.72851e+13 1.56699e+14 9.48014e+13 6.52604e+13
threshold=55.576287050000012 55.120365700000008 1.5000000000000002 37.582182450000005 37.737121850000008 55.535913550000011 110.05000000000001 73.405000000000015 38.422276900000007 60.837513500000007 1.5000000000000002 67.990000000000023 14.500000000000002 81.910000000000011 23.500000000000004 37.503486000000002 55.551692500000009 20.500000000000004 55.730000000000011 80.00500000000001 55.56564190000001 37.533784800000006 80.815000000000012 1.5000000000000002 15.500000000000002 116.06000000000002 55.173809400000003 61.42204370000001 10.500000000000002 49.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 15 5 -5 7 -7 14 10 12 -12 -10 -9 -6 19 21 18 -18 -4 -19 25 -21 24 -20 29 27 -11 -28 -17
right_child=-2 2 3 4 8 6 -8 13 9 26 11 -13 -14 -15 -16 16 17 20 23 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-26.437794814132104 -80.535056280389384 -1274.0921776016751 6549.563010920242 -2093.4531337906355 10351.247571070931 -12402.655875579951 97953.670430595928 -66330.808901400873 20383.142076241631 14530.435704432217 -4618.1190640636005 -25150.256517653728 157562.20169020433 -19678.252862625122 98742.708402549353 -1956.797785553242 4872.4325079345708 10594.403986564826 60608.08726683625 -76399.821308777406 -106564.71983327964 31.608628422114897 -11547.949848830043 77120.305819310903 170732.53610149419 209558.15520833334 2510.9460105131197 -957.61111563990823 -10822.757111949726 27379.481206662953
leaf_weight=2138938 1919283 102788 20448 7547 9907 4722 86 942 770 13718 14866 2703 52 640 95 1043 160 1247 129 226 97 8137 3336 312 343 21 44297 12471 6062 2778
leaf_count=2138938 1919283 102788 20448 7547 9907 4722 86 942 770 13718 14866 2703 52 640 95 1043 160 1247 129 226 97 8137 3336 312 343 21 44297 12471 6062 2778
internal_value=0 64.434 812.172 2176.7 766.939 -10118.3 -19596.1 -21199.7 2212.58 1266.71 -6130.49 -7777 29061.1 -47457.5 11190.8 6555.05 12109.9 41125.6 96632.2 3254.28 2138.72 6567.93 -15662.6 115359 140635 20411.2 3043.92 7155.15 905.892 19371.7
internal_weight=0 2.39888e+06 259943 157155 118878 13937 6390 6304 104941 94939 18391 17569 822 1582 10002 38277 14267 2288 944 24010 1344 11979 3562 784 472 3842 76548 26189 50359 3821
internal_count=4318164 2398881 259943 157155 118878 13937 6390 6304 104941 94939 18391 17569 822 1582 10002 38277 14267 2288 944 24010 1344 11979 3562 784 472 3842 76548 26189 50359 3821
is_linear=0
shrinkage=0.1


Tree=1719
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 1 1 3 0 5 1 5 3 4 3 1 1 3 1 4 0 0 5 1 3 0 1 3 5 1
split_gain=2.2372e+12 1.10406e+13 5.52127e+13 5.73109e+13 3.89744e+13 1.49686e+14 5.84193e+13 6.01855e+13 5.66382e+13 9.54942e+13 8.37558e+13 6.76915e+13 5.21069e+13 8.6984e+13 8.40914e+13 8.48237e+13 6.45361e+13 5.74891e+13 5.39096e+13 5.05818e+13 1.35288e+14 1.04376e+14 6.26807e+13 5.03293e+13 4.69962e+13 4.69613e+13 1.1074e+14 9.13753e+13 6.85742e+13 4.52456e+13
threshold=96.015000000000015 55.762622900000004 55.769960200000007 37.712318250000003 55.349623500000007 37.275078000000001 37.314272700000011 4.5000000000000009 55.708120100000009 105.35000000000001 37.214886200000009 101.05000000000001 20.500000000000004 1.5000000000000002 16.500000000000004 38.233559750000005 49.148175700000003 12.500000000000002 37.362912300000012 3.5000000000000004 55.591389050000011 55.628356700000005 123.15000000000002 52.307266200000008 4.5000000000000009 55.173809400000003 61.284352600000013 13.500000000000002 125.85000000000001 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 25 8 7 -7 9 10 -6 -10 13 -8 15 17 -17 -15 -14 21 22 -19 -21 -20 -18 -2 27 -27 -29 -22
right_child=1 2 -4 -5 5 6 12 -9 11 -11 -12 -13 18 14 -16 16 24 19 23 20 29 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=13.634221001487511 5.5829897896777068 -144584.68709702263 -1131.8994509490697 -23321.336137957056 -25713.501429205426 -94870.817832880435 -81142.743071238205 75138.891491477276 -98013.834327651522 -75971.160275355302 93765.98696361942 64307.008950700438 -92724.788962013146 31213.176015120222 35620.593285599934 -59145.49156605114 46710.14129619296 57601.072650967428 -5067.0256478738875 -78511.009186033392 58606.468179415679 -33199.450769589552 78488.430524553565 116127.01163783483 -5740.2380801465451 -24588.128760182961 -23318.388702594348 142643.08631096265 12743.237568933824 -34217.888381618926
leaf_weight=4168594 77950 42 59140 541 472 23 96 220 33 387 67 116 69 1746 1489 209 189 342 1633 277 194 201 28 35 1777 117 1936 101 68 72
leaf_count=4168594 77950 42 59140 541 472 23 96 220 33 387 67 116 69 1746 1489 209 189 342 1633 277 194 201 28 35 1777 117 1936 101 68 72
internal_value=0 -379.993 -1433.78 -32057.3 320.483 6315.96 10713.6 59047.4 -28865.2 -38072.7 -10861.7 28356.8 9308.19 13353 14743.4 8569.45 -6314.3 19888.4 -6107.09 2138.75 -18640.8 23989.8 -64097.9 -2523.99 -697.958 -403.04 -14737.9 43345 90375.7 33481.1
internal_weight=0 149570 59723 583 89847 9675 8600 243 1075 926 539 149 8357 6620 6524 5035 2175 2860 1737 1114 571 543 305 1668 1966 80172 2222 286 169 266
internal_count=4318164 149570 59723 583 89847 9675 8600 243 1075 926 539 149 8357 6620 6524 5035 2175 2860 1737 1114 571 543 305 1668 1966 80172 2222 286 169 266
is_linear=0
shrinkage=0.1


Tree=1720
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 1 0 2 0 3 4 1 4 1 3 3 1 1 0 0 1 0 4 2 3 3 0 4 1 1
split_gain=2.35352e+12 5.4618e+12 4.60156e+12 4.63695e+12 1.62293e+13 1.25081e+13 2.44334e+13 1.12144e+13 2.1865e+13 1.31263e+13 1.62243e+13 7.96894e+12 2.07396e+13 1.63376e+13 1.53698e+13 2.16976e+13 1.18247e+13 8.1877e+12 7.32885e+12 7.16008e+12 4.85008e+12 4.75803e+12 4.38814e+12 2.056e+13 1.70297e+13 2.76298e+13 3.09979e+13 3.63592e+13 2.37063e+13 2.25898e+13
threshold=225.45000000000002 34.500000000000007 63.563300600000012 59.846652800000008 59.916647550000008 30.315880100000005 60.017447350000005 3.5000000000000004 60.052595500000002 5.5000000000000009 2.5000000000000004 37.098288800000006 4.5000000000000009 37.314272700000011 13.500000000000002 9.5000000000000018 37.342273500000012 30.468306550000005 58.242297500000006 54.725565150000001 113.46563545000002 57.945214300000011 2.5000000000000004 13.500000000000002 9.5000000000000018 8.5000000000000018 45.040161900000008 4.5000000000000009 60.628582700000003 83.093115700000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 6 -6 9 -9 10 -7 12 14 -13 15 17 -15 -2 20 -14 21 22 23 -18 25 29 -27 28 -28 -24
right_child=1 -3 -4 4 5 7 -8 8 -10 -11 -12 13 19 16 -16 -17 18 -19 -20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.3204989001342597 -35934.895363451091 53221.547749255951 47712.265178888498 -71638.778659539472 -14215.992329545457 34897.86084929436 121836.14975142047 -111175.96691810346 8709.1347717285153 78804.465000000011 -70116.705343191963 -64352.119243559966 37755.448250000001 67165.9228515625 76394.368437500001 -108760.90306919644 9307.3687740858604 41318.036925551474 58215.966644021741 112024.63559027779 39191.551148897059 -37143.522766113281 601.44978033124505 -54974.582335486775 9572.5409049124246 -139860.65330729165 -102537.67267127405 53953.632750822377 25571.817187500001 -47247.190313777748
leaf_weight=4313902 23 21 22 38 33 31 22 29 32 20 28 37 25 28 20 21 1153 34 23 27 34 32 1267 52 963 30 52 38 20 107
leaf_count=4313902 23 21 22 38 33 31 22 29 32 20 28 37 25 28 20 21 1153 34 23 27 34 32 1267 52 963 30 52 38 20 107
internal_value=0 2348.76 2096.85 1858.99 -11853.1 -202.502 40204.9 -16076.8 -48285.4 8793.1 -14939.6 2660.52 25271.8 1776.35 -1814.09 -21867.5 2420.4 10145.8 1939.66 76318.3 1594.31 1250.13 1583.8 6533.38 -824.045 -7436.93 -49757.9 -25184.4 -66951.7 -3124.75
internal_weight=0 4262 4241 4219 233 195 55 140 61 79 59 3986 150 3836 98 78 3799 57 3771 52 3748 3714 3682 1205 2477 1514 140 110 72 1374
internal_count=4318164 4262 4241 4219 233 195 55 140 61 79 59 3986 150 3836 98 78 3799 57 3771 52 3748 3714 3682 1205 2477 1514 140 110 72 1374
is_linear=0
shrinkage=0.1


Tree=1721
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 2 5 0 1 5 3 2 1 0 1 2 3 3 0 2 0 1 3 3 5 5 0 5 1 5
split_gain=2.27903e+12 1.44082e+13 3.32574e+13 2.82117e+13 5.2863e+13 3.3068e+13 2.95809e+13 3.86739e+13 5.32543e+13 4.70973e+13 8.0146e+13 4.46466e+13 2.55847e+13 4.77959e+13 3.95681e+13 3.33544e+13 3.56854e+13 2.91384e+13 3.37241e+13 5.37559e+13 3.41866e+13 4.20716e+13 3.30264e+13 8.44422e+13 5.75306e+13 6.52598e+13 6.86246e+13 6.03284e+13 5.17262e+13 7.79035e+13
threshold=39.704585000000002 39.739656000000004 55.708120100000009 40.005000000000003 47.249522000000006 2.5000000000000004 41.505000000000003 44.226894250000008 39.718803500000007 40.605000000000011 10.500000000000002 3.5000000000000004 39.718803500000007 43.592450450000008 39.714575750000009 6.5000000000000009 9.5000000000000018 24.500000000000004 47.228519500000004 20.500000000000004 47.236539400000005 39.726951800000002 16.500000000000004 11.500000000000002 92.035000000000011 123.15000000000002 44.226894250000008 116.06000000000002 39.726951800000002 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 11 -10 -11 -5 13 15 -15 16 -8 22 19 -19 21 -20 23 24 -14 27 -27 -26 -25 -30
right_child=1 -3 -4 6 -6 -7 12 -9 9 10 -12 -13 17 14 -16 -17 -18 18 20 -21 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=-84.850842963245753 -11440.868867257079 21.841996105572932 -39957.470310349541 228469.29980119981 4841.2626466203083 -1411.4175415707848 57263.829765181108 8662.4836807585598 157513.47490985578 -27101.299933510643 109320.39604649699 38103.605681818182 5770.6845763871925 4345.0914672438848 -3987.0823670710702 -35436.880580357145 213247.61846590909 -31891.743033854171 -32613.455677208534 -204425.97109375001 -27350.861390442606 50218.326290958488 14011.09554629507 648.47566130237885 38650.609301711658 -48499.240195312508 43347.143413837141 131825.0712890625 -18781.219993385464 -122735.62351973684
leaf_weight=1826521 5089 2423382 193 28 8910 9286 44 912 26 141 62 22 11544 11110 11703 21 22 186 91 20 257 188 4033 1961 529 170 156 80 1401 76
leaf_count=1826521 5089 2423382 193 28 8910 9286 44 912 26 141 62 22 11544 11110 11703 21 22 186 91 20 257 188 4033 1961 529 170 156 80 1401 76
internal_value=0 62.2007 1495 1612.54 -1210.79 -4962.02 3080.53 18629.3 51209.1 30794.5 14564.4 144708 2655.72 352.839 70.7115 74332 109258 5204.33 -14253.8 -48642.6 -1037.22 23201.5 5928.03 3879.97 7703.04 31560.9 -4548.21 50890.3 -9996.72 -24130.3
internal_weight=0 2.49164e+06 68261 68068 23285 14375 44783 1191 279 229 203 50 43592 22900 22813 87 66 20692 742 206 536 279 19950 15917 12479 935 326 609 3438 1477
internal_count=4318164 2491643 68261 68068 23285 14375 44783 1191 279 229 203 50 43592 22900 22813 87 66 20692 742 206 536 279 19950 15917 12479 935 326 609 3438 1477
is_linear=0
shrinkage=0.1


Tree=1722
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 6 1 5 3 0 0 5 1 3 0 3 3 1 3 3 1 3 1 3 3 0 0 3 5 5
split_gain=2.36405e+12 1.35829e+13 3.13778e+13 3.22448e+13 3.04005e+13 6.43252e+13 3.84531e+13 5.08196e+13 3.78551e+13 3.40407e+13 1.45511e+14 5.132e+13 4.0121e+13 4.3954e+13 4.74352e+13 8.85458e+13 4.94566e+13 4.9104e+13 3.50915e+13 3.40625e+13 3.28013e+13 7.7252e+13 4.2045e+13 7.45489e+13 6.78433e+13 1.42943e+14 1.83592e+14 8.5698e+13 6.65297e+13 9.70927e+13
threshold=56.758269450000007 56.895161300000005 61.284352600000013 78.710000000000022 15.500000000000002 1.5000000000000002 35.911716050000003 55.405000000000008 16.500000000000004 56.838612000000005 56.831297550000009 48.945000000000007 60.601268000000012 27.500000000000004 56.852744000000008 20.500000000000004 25.500000000000004 60.58031445000001 23.500000000000004 25.500000000000004 60.611165000000007 14.500000000000002 60.55755580000001 9.5000000000000018 11.500000000000002 56.831297550000009 56.819808050000006 10.500000000000002 112.04500000000002 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 20 8 7 -7 -6 10 -10 19 13 14 15 17 -16 -11 -14 -12 22 -22 -2 28 25 26 -25 -28 29 -24
right_child=1 -3 3 -5 5 6 -8 -9 9 12 11 -13 18 -15 16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-38.474722880024345 2659.3822680868238 -37.363596093872843 -8600.1112276276162 -69798.179852430563 12493.132745050951 -4294.3442800801813 -2901.6086287562916 -36495.502472516913 4046.9417072871556 -1186.0811888762801 -11538.543756629808 -26283.314192288901 36595.049312951603 -32416.146925062549 -6405.0959611109574 62535.481510145408 34910.656297008441 127008.10241935484 10309.638732766869 19736.271707375268 4329.9476747547569 43446.151185682873 -5414.2955424634611 21844.889867398466 -797.45530775318502 -437.34760748468989 99530.346028290456 263554.40119298984 -52185.057411916634 128892.98130063657
leaf_weight=3399081 50088 754338 1985 90 3461 1234 28962 813 14333 827 1670 2455 659 356 2891 360 322 31 2215 440 28486 514 16648 574 3541 1166 229 37 304 54
leaf_count=3399081 50088 754338 1985 90 3461 1234 28962 813 14333 827 1670 2455 659 356 2891 360 322 31 2215 440 28486 514 16648 574 3541 1166 229 37 304 54
internal_value=0 142.293 964.906 -11254.5 1120.78 -643.445 -3837.8 -17083.6 2656.15 1374.26 -905.182 -16453.7 6997.14 1389.82 4105.9 20910.6 -2264.52 3445.64 16336.8 -5016.78 2180.08 5023.25 1045.02 -2540.33 7526.45 22219.8 53670.2 122346 -5823.9 -4980.06
internal_weight=0 919083 164745 2075 162670 61029 31009 2047 30020 26559 18898 4565 7661 4787 4431 1218 3213 858 2874 2110 101641 29000 72641 22553 5547 2006 840 266 17006 16702
internal_count=4318164 919083 164745 2075 162670 61029 31009 2047 30020 26559 18898 4565 7661 4787 4431 1218 3213 858 2874 2110 101641 29000 72641 22553 5547 2006 840 266 17006 16702
is_linear=0
shrinkage=0.1


Tree=1723
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 0 0 5 4 5 0 0 0 6 6 0 1 0 0 5 0 3 1 3 3 1 4 0 5 5
split_gain=2.4498e+12 2.43338e+13 6.91249e+13 1.23376e+14 1.54277e+14 1.123e+14 2.85579e+14 1.96426e+14 1.57937e+14 1.34574e+14 1.26277e+14 1.1958e+14 1.16999e+14 3.16053e+14 1.74363e+14 4.75243e+14 1.72881e+14 1.72663e+14 1.62033e+14 1.61133e+14 1.51332e+14 1.5536e+14 1.35993e+14 1.29705e+14 1.13379e+14 1.8667e+14 2.40043e+14 1.44126e+14 1.33338e+14 1.28935e+14
threshold=37.39371280000001 37.516458750000005 52.020000000000003 57.995000000000012 55.591389050000011 55.719391050000006 55.86787755000001 69.015000000000015 2.5000000000000004 72.705000000000013 55.946414150000003 55.993277250000013 55.674875350000008 1.5000000000000002 1.5000000000000002 55.518428350000008 37.503486000000002 55.657530000000008 55.68356880000001 70.00500000000001 55.591389050000011 14.500000000000002 37.417247200000006 8.5000000000000018 11.500000000000002 37.417247200000006 2.5000000000000004 55.701368300000006 74.610000000000014 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 12 7 8 -7 -9 -8 -12 14 18 16 -16 19 20 -14 -5 21 -17 -20 -19 25 27 -27 -15 -28 -26
right_child=1 -3 3 5 -6 6 10 9 -10 -11 11 -13 13 24 15 17 -18 23 22 -21 -22 -23 -24 -25 29 26 28 -29 -30 -31
leaf_value=178.88557668961562 845.12017936537472 15.747694139276462 4626.3378183744808 -2488.6011695264388 -18601.145350279297 14761.357083981602 -16590.375128581414 70958.648459295524 -23622.311549986636 23873.689799270956 62436.627164085876 942.54282928042949 132331.35188921759 135448.22759308512 -14354.729257533781 73771.332487008651 35048.53744756669 -179119.76739257813 -171437.58561789774 -25800.686705435026 976.44605938477093 15779.671772951555 7556.8374095948493 78740.927680145542 -64606.534256313964 -435166.55558449076 -75482.368256835951 -126454.46663240132 -272046.92507102271 2560.5404927024579
leaf_weight=650275 63343 3547437 3981 6117 10151 3343 5960 715 1578 4019 376 1989 102 47 4914 828 772 20 44 5754 1829 1045 1202 791 826 27 160 38 44 437
leaf_count=650275 63343 3547437 3981 6117 10151 3343 5960 715 1578 4019 376 1989 102 47 4914 828 772 20 44 5754 1829 1045 1202 791 826 27 160 38 44 437
internal_value=0 -31.7144 -1429.52 -3952.46 -12057.9 -1287.16 4740.11 16442.8 2453 30985.2 -8832.16 10719.2 -5622.5 -24408.7 -3131.02 7162.5 -10806.2 30591.6 11155.7 -13788.2 21436.6 41416.1 1236.01 72381.8 -54770.1 -108342 -154964 18362.3 -117879 -41366.6
internal_weight=0 3.66789e+06 120452 57109 14132 42977 17980 9655 4921 4734 8325 2365 24997 2927 22070 9427 12643 4513 1348 11871 3702 1873 1246 811 1579 316 231 85 204 1263
internal_count=4318164 3667889 120452 57109 14132 42977 17980 9655 4921 4734 8325 2365 24997 2927 22070 9427 12643 4513 1348 11871 3702 1873 1246 811 1579 316 231 85 204 1263
is_linear=0
shrinkage=0.1


Tree=1724
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 3 0 2 3 3 5 5 3 5 5 3 0 3 2 1 0 5 0 6 1 5 1 0
split_gain=2.48726e+12 4.34074e+13 1.13587e+14 1.72495e+14 1.29997e+14 1.25848e+14 1.78177e+14 1.60944e+14 1.41274e+14 2.09195e+14 2.28353e+14 2.0249e+14 1.50415e+14 1.55153e+14 1.48377e+14 1.51092e+14 1.43717e+14 1.37972e+14 1.25793e+14 1.39311e+14 1.86575e+14 1.21817e+14 1.19391e+14 2.10259e+14 1.43725e+14 3.06497e+14 1.45387e+14 1.35177e+14 1.28186e+14 1.43727e+14
threshold=37.457850350000008 37.516458750000005 55.576287050000012 55.619594000000006 16.500000000000004 55.68356880000001 55.793358600000012 4.5000000000000009 55.777112100000004 14.500000000000002 8.5000000000000018 12.500000000000002 61.020000000000003 49.505000000000003 8.5000000000000018 68.52500000000002 61.845000000000006 11.500000000000002 55.657530000000008 25.500000000000004 9.5000000000000018 37.487839250000007 55.87722990000001 68.00500000000001 55.86787755000001 1.5000000000000002 37.503486000000002 48.945000000000007 37.487839250000007 55.842510000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 8 -5 11 10 -10 14 13 -12 -7 -16 -14 -15 -9 -20 -21 -19 23 24 -8 27 -27 -26 -25 -30
right_child=1 -3 3 5 -6 6 22 18 9 -11 12 -13 16 17 15 -17 -18 21 19 20 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=172.01399176774214 6622.771819917094 14.172922550174619 -33487.172703955745 -253171.71630434782 -8329.7041376935849 -8683.2774053478915 -4330.9414625409763 -3644.4449129089926 21548.680086070512 16332.964753327546 -47742.379928092822 -274.64042167303899 207832.79791666669 -6787.8886200221241 -51217.715787805137 -214207.46128906251 -26053.047498898239 -79071.957952223558 35778.996442648888 -300536.77384259261 -12395.682864972016 -174211.31396344368 -7854.9779344660074 88295.692195963551 -6792.1139322916679 35279.428576186256 -58208.803085754967 223730.45653153156 52702.311097893973 -31465.948705667164
leaf_weight=703633 20010 3547437 2165 23 8196 1128 6134 2467 502 783 1335 7212 27 113 1092 60 975 260 2115 27 134 279 9617 450 33 747 214 111 570 315
leaf_count=703633 20010 3547437 2165 23 8196 1128 6134 2467 502 783 1335 7212 27 113 1092 60 975 260 2115 27 134 279 9617 450 33 747 214 111 570 315
internal_value=0 -33.4856 -2553.32 -6057.49 2277.93 -4440.38 -6701.11 10718.3 -15284.7 -30381.6 -40859.2 -8486.9 -51340.6 -67270.6 -34463.6 -59706.8 -19750.7 -107256 11997.9 28953 -60717.5 -128318 -205.526 8374.46 1649.54 34848 14461 170902 44840.2 22744.1
internal_weight=0 3.61453e+06 67094 38888 28206 36723 31957 4766 13766 4274 3491 9492 2989 1987 2280 1152 1002 652 4743 2276 161 539 18191 8574 7239 1105 961 144 1335 885
internal_count=4318164 3614531 67094 38888 28206 36723 31957 4766 13766 4274 3491 9492 2989 1987 2280 1152 1002 652 4743 2276 161 539 18191 8574 7239 1105 961 144 1335 885
is_linear=0
shrinkage=0.1


Tree=1725
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 0 5 5 0 6 1 1 0 6 0 5 5 0 5 5 1 1 4 1 2 2 2 0 1 6
split_gain=2.38032e+12 2.52912e+13 8.08626e+13 9.81869e+13 1.75221e+14 1.35035e+14 8.37091e+13 7.88996e+13 9.27634e+13 1.27801e+14 9.0878e+13 7.55507e+13 1.26124e+14 8.77896e+13 7.40149e+13 6.15929e+13 7.89269e+13 6.67667e+13 7.23966e+13 1.1198e+14 4.30941e+14 1.0262e+14 5.87503e+13 6.6104e+13 7.39476e+13 5.77831e+13 6.97397e+13 5.77244e+13 5.65428e+13 5.47392e+13
threshold=22.500000000000004 23.500000000000004 59.896318000000008 55.674875350000008 37.620907050000007 55.576287050000012 69.015000000000015 39.805000000000007 59.904813200000007 1.5000000000000002 30.451272450000005 60.628582700000003 56.819808050000006 1.5000000000000002 55.619594000000006 87.395000000000024 88.015000000000015 55.899899800000007 94.040000000000006 93.00500000000001 30.388336800000001 30.451272450000005 3.5000000000000004 37.66934650000001 6.5000000000000009 4.5000000000000009 13.500000000000002 59.932719750000011 37.417247200000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -4 9 10 25 15 13 -13 -7 -8 -17 22 19 -19 -21 -20 28 24 -24 -9 -27 -10 -18 -6
right_child=1 -3 7 6 29 14 11 8 27 -11 -12 12 -14 -15 -16 16 17 18 21 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-22.663954762563389 8406.3362383743806 -47.809587164472767 276.06452783329826 -7042.9798533967542 10242.895253234816 145219.3098508199 13925.630358848714 44291.076161858975 -17242.164258045017 -22591.822699962799 26871.071886935766 217303.53737945558 17219.644446126302 23798.956999577706 52652.977087147447 -88741.50166035803 109173.9582350069 -38137.290775779446 38780.538898654515 -527953.80000000005 91116.161863111425 -52011.393128339761 -274991.16515625 8585.5206399788531 -37433.432206003294 228729.21379654255 66656.135684121618 22510.243777752061 20066.785497129265 -3610.3028458413814
leaf_weight=3950085 928 327686 2770 16091 5244 96 2560 39 420 105 90 64 300 37 862 121 85 216 270 22 23 231 20 133 38 94 37 2804 439 6254
leaf_count=3950085 928 327686 2770 16091 5244 96 2560 39 420 105 90 64 300 37 862 121 85 216 270 22 23 231 20 133 38 94 37 2804 439 6254
internal_value=0 243.221 2604.19 670.181 7341.89 35593.3 -3653.99 12955.2 22741 70521.7 108125 8307.44 49760.3 146416 61928.9 4309.7 -11095 -4734.03 -25329.2 -68034.4 -211540 -3081.61 17214.9 -30264 -119350 151142 182953 17331.6 34521.2 2707.85
internal_weight=0 368079 40393 34034 13384 1886 20650 6359 3589 365 260 4559 401 101 958 4158 1598 1477 762 261 45 501 715 191 58 170 131 3224 524 11498
internal_count=4318164 368079 40393 34034 13384 1886 20650 6359 3589 365 260 4559 401 101 958 4158 1598 1477 762 261 45 501 715 191 58 170 131 3224 524 11498
is_linear=0
shrinkage=0.1


Tree=1726
num_leaves=31
num_cat=0
split_feature=0 5 4 1 3 1 1 3 3 6 1 1 1 3 3 6 1 5 1 0 2 5 3 3 1 1 5 4 0 1
split_gain=2.22001e+12 9.42378e+12 1.81693e+13 5.99956e+13 2.28787e+13 2.9353e+13 1.98842e+13 2.98957e+13 1.61529e+13 2.72134e+13 1.42448e+13 2.63806e+13 6.08189e+13 5.17898e+13 6.82875e+13 4.32999e+13 3.42634e+13 3.02344e+13 3.63056e+13 3.43438e+13 5.22136e+13 3.51886e+13 3.8065e+13 5.16825e+13 3.02006e+13 2.66582e+13 2.46784e+13 2.50672e+13 2.34831e+13 9.91896e+13
threshold=43.465905150000005 44.905000000000008 1.5000000000000002 40.810045900000013 3.5000000000000004 39.969502550000009 39.925119750000007 5.5000000000000009 6.5000000000000009 1.5000000000000002 47.473138800000008 46.037218400000008 45.148007750000012 19.500000000000004 7.5000000000000009 1.5000000000000002 47.208373000000009 47.415000000000006 42.09605220000001 43.056445700000005 5.5000000000000009 104.75000000000001 3.5000000000000004 8.5000000000000018 40.810045900000013 44.660994650000006 67.990000000000023 1.5000000000000002 43.056445700000005 44.660994650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 9 -8 11 12 15 14 -14 28 -13 24 -19 21 -21 26 -23 -24 -17 -25 -20 -28 -3 -30
right_child=-2 10 3 -5 6 -7 8 -9 -10 -11 -12 16 13 -15 -16 17 -18 18 19 20 -22 22 23 25 -26 -27 27 -29 29 -31
leaf_value=1250.8286103146768 -7.5885034319591744 17144.915839323676 34284.762512280569 -1648.0423947858917 -20865.498615056818 -57973.454946123544 -24661.258684430806 44834.547310536436 25100.894734375004 79516.216488240563 1824.6594167146459 -23477.372533181027 7198.5280077847565 -140477.10175781252 54238.786738105293 -40116.828976973688 -3758.8045363667279 2828.0252659134089 248.88834034147717 -17815.209511339242 -86274.386781961599 144230.54693509615 -21314.398687065972 -2541.6408447265626 -1275.4931891821714 108406.70011368937 -87679.421430759816 -16086.055487962496 17208.863406344411 -56509.71314891029
leaf_weight=9328 4270332 1529 83 1347 110 59 28 187 125 240 18562 1149 1012 20 444 475 3781 4208 1428 817 129 26 144 32 346 67 51 1191 662 252
leaf_count=9328 4270332 1529 83 1347 110 59 28 187 125 240 18562 1149 1012 20 444 475 3781 4208 1428 817 129 26 144 32 346 67 51 1191 662 252
internal_value=0 677.484 3171.36 11392.9 32506.1 -4047.88 40028.8 20501.2 54786.2 68632 -112.524 -2136.84 251.756 19347.8 21543.2 -2230.04 -8354.47 -5462.53 -3607.58 -10578.3 -27150.6 -5243.99 29229.1 16924.5 -23747.6 72544.6 -8717.13 -19025.9 9564.63 -3116.17
internal_weight=0 47832 11507 2179 832 142 690 297 393 268 36325 17763 12833 1476 1456 11357 4930 8914 8093 3885 946 2939 269 243 821 99 2670 1242 2443 914
internal_count=4318164 47832 11507 2179 832 142 690 297 393 268 36325 17763 12833 1476 1456 11357 4930 8914 8093 3885 946 2939 269 243 821 99 2670 1242 2443 914
is_linear=0
shrinkage=0.1


Tree=1727
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 5 1 1 4 1 0 1 5 5 1 3 5 1 6 5 3 5 3 3 5 5 2 1 5 1
split_gain=2.28668e+12 1.39287e+13 7.22882e+13 8.05598e+13 1.19121e+14 5.37533e+13 4.93866e+13 4.01881e+13 4.30407e+13 3.21667e+13 5.30276e+13 5.08392e+13 2.28855e+13 2.2603e+13 2.24117e+13 2.23494e+13 4.36418e+13 1.90277e+13 3.17611e+13 1.68045e+13 2.85677e+13 2.00211e+13 1.66112e+13 1.60338e+13 1.59433e+13 1.59351e+13 1.59096e+13 1.58389e+13 1.86727e+13 1.58384e+13
threshold=44.982728700000003 45.005863250000004 9.5000000000000018 39.047276750000002 94.040000000000006 142.05000000000004 38.959914000000005 39.021425200000003 1.5000000000000002 39.080602550000002 44.998833400000002 39.110397700000007 78.010000000000005 36.005000000000003 41.950906500000009 23.500000000000004 86.02500000000002 39.826386800000009 1.5000000000000002 48.510000000000012 16.500000000000004 87.00500000000001 8.5000000000000018 22.500000000000004 57.405000000000008 107.05000000000001 16.500000000000004 39.032393150000004 84.030000000000015 39.071052600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 13 -4 -9 10 12 24 29 -2 17 -14 -17 -8 -19 -12 21 -21 -20 27 -11 -13 -26 -10 -29 -5
right_child=1 -3 3 9 5 -7 14 8 23 11 19 25 15 -15 -16 16 -18 18 22 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-306.48421365571568 10689.007446218366 0.57493143913408862 5874.2848203632202 -5374.9881298876462 -69633.947667617394 89241.11083374024 18599.346376230322 25614.732554964052 41532.901128472229 7304.1521724213544 -9311.2105618048045 -4566.9444527552514 -22774.935935468133 -14678.877696668591 -73547.965833333335 -40468.299011479598 91057.935516826925 46610.531184547064 10094.744905593212 -6139.7917912388402 -35156.572219465852 -65852.998731282554 -5190.9255890395616 24490.892494111904 28028.104045715714 -60316.370134089542 -6951.4744987241684 82003.979763775889 173035.42211538463 3068.3905894601949
leaf_weight=230447 518 4054519 568 3536 189 24 3452 791 81 2575 2384 3658 772 1091 30 49 52 210 3250 875 869 60 910 68 807 52 155 169 26 5977
leaf_count=230447 518 4054519 568 3536 189 24 3452 791 81 2575 2384 3658 772 1091 30 49 52 210 3250 875 869 60 910 68 807 52 155 169 26 5977
internal_value=0 17.2782 2057.27 -888.732 18771.4 -51732.5 9448.59 27589.5 38456.7 -2614.99 -5322.41 2829.73 -1492.04 -6511.96 12719.2 -16987.6 27248.2 13050 8666.45 -14821.5 -22103.4 -9971.66 6751 67985.9 11407.8 -5348.34 22392.1 78702 94141.5 -70.0292
internal_weight=0 4.08772e+06 33198 23737 1916 213 9461 1703 1135 21821 14574 7247 10386 1609 7852 873 101 7822 4370 4188 1804 935 4160 344 3537 3710 962 276 195 9513
internal_count=4318164 4087717 33198 23737 1916 213 9461 1703 1135 21821 14574 7247 10386 1609 7852 873 101 7822 4370 4188 1804 935 4160 344 3537 3710 962 276 195 9513
is_linear=0
shrinkage=0.1


Tree=1728
num_leaves=31
num_cat=0
split_feature=1 1 5 1 1 0 0 3 5 3 3 3 3 5 5 3 0 6 6 5 5 5 3 3 4 5 2 2 5 5
split_gain=2.18001e+12 4.38157e+13 2.5643e+13 1.95341e+13 3.53255e+13 7.20138e+13 2.83866e+14 9.87399e+13 1.20873e+14 1.34181e+14 8.10395e+13 1.16685e+14 6.99985e+13 7.33829e+13 1.11385e+14 6.83011e+13 6.86369e+13 1.72292e+14 1.03314e+14 1.12665e+14 7.10404e+13 6.59851e+13 6.32168e+13 1.22251e+14 1.06469e+14 4.81686e+13 6.71341e+13 4.50428e+13 4.46856e+13 4.08257e+13
threshold=61.880021000000006 61.463701450000009 79.730000000000018 65.565203050000022 65.551978750000004 57.157092150000004 57.147575200000006 11.500000000000002 86.02500000000002 16.500000000000004 19.500000000000004 16.500000000000004 23.500000000000004 82.00500000000001 87.395000000000024 9.5000000000000018 57.117834900000013 1.5000000000000002 1.5000000000000002 67.990000000000023 120.05000000000001 137.05000000000004 14.500000000000002 9.5000000000000018 3.5000000000000004 125.85000000000001 8.5000000000000018 12.500000000000002 112.04500000000002 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 12 6 15 29 -9 -10 11 22 -2 -14 -15 16 18 -18 -6 -20 -21 25 23 28 -25 -17 -27 -28 -7 -8
right_child=3 2 -4 -5 5 10 7 8 9 -11 -12 -13 13 14 -16 21 17 -19 19 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-17.386283027429339 57.938309707461883 -4306.545100473254 -21688.440908637156 17.509507425387586 -54054.884630408655 -11400.497688650416 40495.121057780743 57955.600066952691 270400.44277052238 90886.490117187495 -25442.896550428602 33193.699389693778 15729.593269100973 247414.31662795611 43191.880192057295 400.5386706336617 255952.07133620689 9613.6641279044616 -9131.9883414846954 192187.69937970198 20449.265020161292 -89221.887663966045 -22704.802303586202 18044.333193453607 217978.11782407408 -20959.261165364587 201668.51919070515 22717.554403409093 -97607.725466229836 -43673.233296772974
leaf_weight=3098703 49031 14902 900 1137976 52 1992 412 361 67 110 1170 1077 463 37 96 5679 29 1355 61 108 31 81 1237 1969 27 48 39 22 62 67
leaf_count=3098703 49031 14902 900 1137976 52 1992 412 361 67 110 1170 1077 463 37 96 5679 29 1355 61 108 31 81 1237 1969 27 48 39 22 62 67
internal_value=0 -44.171 -5296.53 114.294 1791.11 5868.27 12165.2 61744.5 91145.6 158838 -1254.47 3192.49 472.008 34536.2 100006 5446.76 23515.5 14775.4 71517 104166 153886 410.036 -2918.97 3124.25 20748.8 1664.39 67512.1 137129 -14002.7 28722.1
internal_weight=0 3.1145e+06 15802 1.20366e+06 65683 16056 8522 1017 538 177 7534 6364 49627 596 133 7505 1636 1384 252 200 139 5869 5287 4050 1996 5788 109 61 2054 479
internal_count=4318164 3114505 15802 1203659 65683 16056 8522 1017 538 177 7534 6364 49627 596 133 7505 1636 1384 252 200 139 5869 5287 4050 1996 5788 109 61 2054 479
is_linear=0
shrinkage=0.1


Tree=1729
num_leaves=31
num_cat=0
split_feature=5 4 3 3 2 1 5 5 3 0 5 3 0 5 2 5 0 6 4 5 3 0 1 4 2 1 0 0 3 3
split_gain=2.30975e+12 1.07139e+13 3.52785e+13 5.66059e+13 4.52172e+13 4.27945e+13 6.07865e+13 4.26038e+13 2.85959e+13 3.75844e+13 7.7772e+13 4.75643e+13 3.89132e+13 3.70196e+13 3.35863e+13 2.50661e+13 2.44701e+13 2.42607e+13 2.39306e+13 4.2508e+13 8.0187e+13 7.40205e+13 3.56805e+13 1.49927e+14 4.05875e+13 3.58294e+13 4.35583e+13 6.31863e+13 5.02997e+13 4.8147e+13
threshold=96.015000000000015 2.5000000000000004 13.500000000000002 14.500000000000002 7.5000000000000009 37.944765900000007 97.050000000000011 225.45000000000002 10.500000000000002 56.852744000000008 103.45000000000002 12.500000000000002 42.966471700000007 107.05000000000001 4.5000000000000009 120.05000000000001 45.03656895000001 1.5000000000000002 1.0000000180025095e-35 177.02500000000003 4.5000000000000009 56.24640500000001 43.868031300000006 1.5000000000000002 2.5000000000000004 44.083877800000003 55.193434200000006 55.025681450000008 8.5000000000000018 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 8 18 12 17 13 14 -12 -10 -6 -7 -11 -2 22 -21 -22 -20 -24 -25 -26 27 29 -29 -27
right_child=1 -3 3 -5 15 16 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 19 20 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=13.853528226760373 10863.32368298761 -150.85544629594727 239560.0700721154 -19.280476373825632 -16504.787854166669 94952.248158482151 71027.888466877586 9443.0605338722962 121381.1297554348 -144841.25315896739 120540.80209517047 133668.29520526962 -52460.075490086179 -31806.722097252161 -15735.656180419923 78592.35737591912 -15437.053520782902 -31145.989525888483 -2422.2381042323223 59590.682879849141 -67429.910247093023 -300291.10359375004 -116111.14167787666 -38957.355322650103 82778.656568877559 -66483.922344627819 -27372.30678312121 152324.05329499423 2152.4631681743422 16668.782313232423
leaf_weight=4168594 580 138843 26 3288 150 28 121 1212 23 23 22 51 514 58 80 34 71 102 2717 29 43 20 151 381 49 89 453 54 38 320
leaf_count=4168594 580 138843 26 3288 150 28 121 1212 23 23 22 51 514 58 80 34 71 102 2717 29 43 20 151 381 49 89 453 54 38 320
internal_value=0 -386.105 -3431.02 4442.87 38562.8 66608 100836 -7607.8 -11172.7 -27852.9 4359.18 58199.9 -41218.1 10088.8 14882.7 1067.51 15784.2 -52065.9 -8215.37 -10762.7 -78012.8 -141354 -9307.63 -21495 -11172 -617.415 -4900.86 15417.6 90296.7 -1425.57
internal_weight=0 149570 10727 3718 430 246 147 7009 5797 873 256 131 617 80 103 184 99 125 4924 4344 92 63 4252 1535 1384 1003 954 501 92 409
internal_count=4318164 149570 10727 3718 430 246 147 7009 5797 873 256 131 617 80 103 184 99 125 4924 4344 92 63 4252 1535 1384 1003 954 501 92 409
is_linear=0
shrinkage=0.1


Tree=1730
num_leaves=31
num_cat=0
split_feature=5 6 2 4 4 3 3 4 3 1 1 0 5 0 0 0 3 3 0 1 4 4 3 3 1 3 1 1 3 2
split_gain=2.17286e+12 1.79248e+13 1.77064e+13 1.85876e+13 2.0482e+13 1.61166e+13 1.36538e+13 2.34274e+13 1.02977e+13 1.01845e+13 1.31366e+13 9.63192e+12 2.79742e+13 9.03679e+12 1.95751e+13 1.81586e+13 1.55613e+13 1.7822e+13 1.44538e+13 1.82518e+13 2.70693e+13 1.37825e+13 2.57683e+13 2.70475e+13 1.14586e+13 9.80069e+12 1.33538e+13 3.24191e+13 2.17103e+13 1.00497e+13
threshold=16.850000000000005 1.5000000000000002 13.500000000000002 2.5000000000000004 1.5000000000000002 4.5000000000000009 10.500000000000002 1.5000000000000002 18.500000000000004 61.396377350000009 83.000022850000008 44.039893800000009 13.050000000000002 55.727011600000004 55.784980300000008 55.708120100000009 12.500000000000002 16.500000000000004 55.851332700000007 37.869926150000005 1.5000000000000002 2.5000000000000004 5.5000000000000009 8.5000000000000018 114.17164950000002 9.5000000000000018 37.597123000000003 37.642309100000013 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -4 -3 9 -8 -9 -1 -11 12 -7 15 25 16 21 -18 19 20 -16 -13 -23 -24 -20 26 28 -28 29 -15
right_child=-2 2 3 -5 -6 11 7 8 -10 10 -12 13 -14 14 18 -17 17 -19 24 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=35129.267298060826 4.9714537420702065 4713.7858401803996 46110.474926440751 87797.884830729163 -31463.457421875002 3163.9502101676862 10809.801105799357 -68509.932031250006 3150.2499671672954 -6201.7703678614662 32507.32303311137 2531.6596984548128 -44657.11895228795 -20322.864599483204 10421.731350827147 14586.16703651744 -24291.570337857804 -1747.8751224276614 -5281.391818416043 -13515.496436337062 103856.90781078638 -35534.246538917061 100014.08842773439 -3067.4550845772883 31712.461124195772 -996.20787639092964 31122.882818924754 -19440.114683024087 -126391.4453125 -60097.288386615961
leaf_weight=280 4297058 3064 77 42 61 293 300 65 29 213 149 4648 210 387 999 749 595 854 5596 336 32 282 28 280 85 436 152 765 23 76
leaf_count=280 4297058 3064 77 42 61 293 300 65 29 213 149 4648 210 387 999 749 595 854 5596 336 32 282 28 280 85 436 152 765 23 76
internal_value=0 -1012.16 -1674.27 29548.6 11820.5 -1956.83 11814.6 -2839.72 -46402 20808.1 9730.98 -3171.54 -16801.1 -2751.54 -4903.82 -179.28 -1833.13 -11004.9 -2506.47 6725.33 13321.8 704.086 -13693.5 6303.59 -4727.88 -14091.7 -18161.3 -11058.9 -31562.4 -26851.7
internal_weight=0 21106 20070 180 138 19890 1036 394 94 642 362 16826 503 16323 8887 7436 6687 1449 7048 1367 1031 5238 590 308 5681 1839 1403 917 486 463
internal_count=4318164 21106 20070 180 138 19890 1036 394 94 642 362 16826 503 16323 8887 7436 6687 1449 7048 1367 1031 5238 590 308 5681 1839 1403 917 486 463
is_linear=0
shrinkage=0.1


Tree=1731
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 0 0 1 1 3 0 3 6 5 5 2 0 5 5 4 5 5 5 3 3 3 5 0 5 0
split_gain=2.15078e+12 9.62346e+12 2.62996e+13 2.48039e+13 3.0001e+13 5.37e+13 4.22576e+13 9.32069e+13 5.5214e+13 5.80876e+13 5.84872e+13 6.54414e+13 4.174e+13 5.24557e+13 3.84892e+13 3.38491e+13 2.94393e+13 2.36835e+13 2.83426e+13 2.23748e+13 2.14249e+13 2.13499e+13 2.04727e+13 2.01251e+13 1.88916e+13 2.68755e+13 2.58813e+13 3.25791e+13 2.50271e+13 1.85432e+13
threshold=91.398302750000013 92.928903050000017 53.719078300000007 9.5000000000000018 92.896330950000007 56.054485600000007 56.028355650000009 92.815157350000007 92.815157350000007 13.500000000000002 56.009576300000013 16.500000000000004 1.5000000000000002 56.505000000000003 110.05000000000001 12.500000000000002 56.143542450000005 107.05000000000001 64.405000000000015 1.5000000000000002 58.040000000000006 110.05000000000001 86.810000000000016 11.500000000000002 16.500000000000004 21.500000000000004 35.710000000000008 55.993277250000013 41.505000000000003 56.054485600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 22 6 -6 8 12 9 -5 11 19 16 29 24 -16 17 18 -8 -11 -7 23 -4 -15 -10 26 -26 28 -28 -14
right_child=1 -3 3 4 5 20 7 -9 14 10 -12 -13 13 21 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-13.013746165895251 -5332.8429774884662 -289.83394281257387 3928.3302849535585 -5623.5875430834885 12453.063235702932 2105.1825374455457 -6987.435653128221 1854.0311198555628 -906.43804505966261 29780.796589365666 1363.1199268116261 12702.696823217266 -32720.528968697905 -9363.7153755647596 63064.608329417293 -57906.44790736607 88163.488398437505 96401.736562500009 -40965.253396045089 62177.619933449176 -10955.423897451596 -130029.3821875 16653.202032651148 -64015.963363630421 4974.61706337543 -1690.2715363849577 -21777.214751597679 -8449.2444283855639 -56795.639168897353 -6018.8386148301261
leaf_weight=4176165 5278 85159 19297 2364 4778 4284 1372 4203 2330 419 2189 1822 553 83 133 28 30 20 299 434 1777 40 1353 358 309 1220 397 559 420 491
leaf_count=4176165 5278 85159 19297 2364 4778 4284 1372 4203 2330 419 2189 1822 553 83 133 28 30 20 299 434 1777 40 1353 358 309 1220 397 559 420 491
internal_value=0 382.732 1390.39 2078.59 285.956 4525.47 -2003.29 -7976.34 1521.2 7235.37 13485.1 23404.7 -20704.9 -32751.3 -6132.99 42026.2 -10030.5 -11772.5 -13067.2 46264.1 -1724 -60075 4762.07 -53729.9 -7614.1 -12994.1 -21178.5 -27051.5 -39779.3 -20162.6
internal_weight=0 141999 56840 51562 30912 10839 20073 7449 12624 7228 4864 2675 3246 1525 5396 161 1721 1691 1671 853 6061 481 20650 441 5235 2905 1685 1376 817 1044
internal_count=4318164 141999 56840 51562 30912 10839 20073 7449 12624 7228 4864 2675 3246 1525 5396 161 1721 1691 1671 853 6061 481 20650 441 5235 2905 1685 1376 817 1044
is_linear=0
shrinkage=0.1


Tree=1732
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 5 0 0 5 0 2 3 1 1 5 3 5 3 0 2 0 1 6 0 1 3 5 0 3 3
split_gain=2.09619e+12 3.1123e+13 3.96142e+13 1.17257e+14 4.34956e+14 1.98838e+14 1.5884e+14 3.29807e+14 1.92604e+14 1.12297e+14 1.00568e+14 9.87349e+13 3.52629e+14 1.60611e+14 1.34734e+14 1.40676e+14 1.09649e+14 9.10531e+13 7.50199e+13 6.79265e+13 6.48165e+13 3.19684e+14 1.82639e+14 8.29815e+13 1.96222e+14 3.27327e+14 1.44896e+14 1.02901e+14 7.89281e+13 7.03409e+13
threshold=37.855187800000003 44.678200800000006 37.752451500000006 55.657530000000008 55.518428350000008 64.805000000000021 55.801980100000009 55.784980300000008 70.50500000000001 55.793358600000012 1.5000000000000002 14.500000000000002 37.832345550000007 37.777459000000007 54.035000000000004 29.500000000000004 34.920000000000009 15.500000000000002 55.719391050000006 1.5000000000000002 55.719391050000006 37.777459000000007 1.5000000000000002 55.74310830000001 37.792847950000002 10.500000000000002 51.015000000000008 55.769960200000007 12.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 11 9 17 -10 12 16 14 -13 19 -5 -9 -14 -16 22 28 29 24 -23 -26 -27 -25 -22 -18
right_child=-2 2 3 6 5 -7 -8 8 10 -11 -12 13 18 -15 15 -17 20 -19 -20 -21 21 23 -24 27 25 26 -28 -29 -30 -31
leaf_value=-5811.1156175441765 -40.458400709354336 -0.7717626392561675 3001.044856802394 11354.698784939037 -18154.995140549639 -64750.108061310777 -1329.3801571287727 56854.960076463409 -29387.27459161932 21288.993997709367 132041.05124713873 12163.005067317534 80866.659262319721 3098.3286684521499 -56578.187920106138 -10198.947597213477 25290.360800913219 175328.75313527964 30775.874158781378 58195.871886492176 -50246.576546590542 -71491.401658876115 -10263.190736139304 17694.773888284351 -50412.159027367103 5066.7432024805676 121346.10657777179 -57141.566441932089 -109754.29240555037 111200.40977030316
leaf_weight=8776 3229263 1002134 25452 2593 4203 1171 19865 443 44 1765 314 3020 377 6918 53 397 222 76 1445 1904 666 534 3310 1575 502 197 235 208 335 167
leaf_count=8776 3229263 1002134 25452 2593 4203 1171 19865 443 44 1765 314 3020 377 6918 53 397 222 76 1445 1904 666 534 3310 1575 502 197 235 208 335 167
internal_value=0 119.984 168.174 2339.02 -2457.19 -28308.1 5473.72 10424 44002.5 33313 112201 6826.23 517.342 13173.1 26142.5 44077 -6502.32 74203.7 41140.4 55087.5 -12325.9 -20747.2 -2645.64 -5532.15 -23139.5 4504.9 68320.6 8964.57 -70161.7 62172.1
internal_weight=0 1.0889e+06 1.08012e+06 77991 30826 5374 47165 27300 2642 2284 358 24658 12366 12292 5374 2354 10544 519 1822 1957 7951 4252 3699 3251 1468 934 432 1783 1001 389
internal_count=4318164 1088901 1080125 77991 30826 5374 47165 27300 2642 2284 358 24658 12366 12292 5374 2354 10544 519 1822 1957 7951 4252 3699 3251 1468 934 432 1783 1001 389
is_linear=0
shrinkage=0.1


Tree=1733
num_leaves=31
num_cat=0
split_feature=0 0 3 4 6 3 1 1 1 1 1 3 1 4 1 3 5 5 5 3 5 2 1 1 5 5 1 2 3 5
split_gain=2.17819e+12 1.81376e+13 1.73718e+13 1.88166e+13 1.83357e+13 2.98029e+13 2.60539e+13 2.01239e+13 2.92731e+13 1.95193e+13 2.93504e+13 2.43399e+13 3.15139e+13 2.8258e+13 2.81247e+13 2.43932e+13 2.00945e+13 3.6108e+13 2.57668e+13 1.83188e+13 3.16834e+13 1.75518e+13 1.7226e+13 2.19652e+13 1.70462e+13 1.69326e+13 1.69218e+13 1.59146e+13 2.23135e+13 3.62061e+13
threshold=47.236539400000005 47.222459950000008 3.5000000000000004 5.5000000000000009 1.5000000000000002 11.500000000000002 39.718803500000007 39.739656000000004 39.767857750000005 39.767857750000005 39.714575750000009 14.500000000000002 39.666208800000007 1.5000000000000002 39.694727950000008 20.500000000000004 123.15000000000002 137.05000000000004 118.33500000000002 23.500000000000004 68.00500000000001 5.5000000000000009 39.753614400000011 39.726951800000002 39.025000000000013 38.610000000000007 39.630124250000001 14.500000000000002 5.5000000000000009 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 4 5 -4 -7 -8 -9 10 11 26 15 14 -14 -13 18 -18 21 -12 22 -15 23 -21 -25 -17 -6 28 29 -1
right_child=-2 2 3 -5 9 6 7 8 -10 -11 19 12 13 16 -16 25 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=941.36252046387824 -31.478767800520458 -5971.8398472260706 22308.554565620852 -83726.099468750006 3259.1782793623165 -11494.089753965058 14978.893128865559 -17899.348681691208 12548.26122593471 -3806.6436272787842 11591.517709282809 4912.1995806407294 15847.059373801962 54698.353439070357 -18127.157286716039 16530.569198771471 -93098.36135319891 49656.418752872247 126616.48287037037 -19523.265057572509 -57614.085032994546 21957.640192443054 -77625.867578125006 -48329.658875000001 39229.143476951183 -23704.000750532501 -5722.9452484115882 1790.0033060597389 -538.44240720151117 -6058.9499095287701
leaf_weight=218421 3609165 2315 447 25 4322 2579 885 724 560 2792 6934 5388 754 199 360 131 37 34 27 153 103 924 24 25 201 519 4075 48546 399848 7647
leaf_count=218421 3609165 2315 447 25 4322 2579 885 724 560 2792 6934 5388 754 199 360 131 37 34 27 153 103 924 24 25 201 519 4075 48546 399848 7647
internal_value=0 160.243 2395.38 2996.52 3063.86 -2376.73 -4700.72 3376.77 -4620.02 4110.59 5023.64 2704.49 6519.66 16385 4867.96 2704.55 26892.8 -24736.9 30080.4 10251.1 -8117.62 27759.4 4532.84 9735.51 29543.4 -15595.2 -1099.78 45.789 -89.4921 704.569
internal_weight=0 708999 34537 32222 32197 5195 4748 2169 1284 27002 24210 16770 8373 2335 1114 6038 1221 71 1150 7440 506 1123 403 379 226 650 8397 674462 625916 226068
internal_count=4318164 708999 34537 32222 32197 5195 4748 2169 1284 27002 24210 16770 8373 2335 1114 6038 1221 71 1150 7440 506 1123 403 379 226 650 8397 674462 625916 226068
is_linear=0
shrinkage=0.1


Tree=1734
num_leaves=31
num_cat=0
split_feature=0 3 3 2 3 1 2 5 3 2 5 3 5 3 5 3 3 5 1 3 0 5 5 5 1 0 2 5 5 5
split_gain=2.21154e+12 8.81817e+12 1.1643e+13 2.41943e+13 8.67408e+12 1.72629e+13 4.38619e+13 3.03189e+13 2.65347e+13 2.65278e+13 2.64014e+13 2.08391e+13 2.55267e+13 1.9898e+13 1.94805e+13 3.01851e+13 1.74668e+13 3.31992e+13 3.28117e+13 2.09447e+13 3.18657e+13 5.20017e+13 3.97235e+13 2.98439e+13 2.72564e+13 2.18819e+13 2.67797e+13 3.25348e+13 2.62377e+13 4.01343e+13
threshold=43.465905150000005 27.500000000000004 24.500000000000004 13.500000000000002 13.500000000000002 39.925119750000007 10.500000000000002 109.05000000000001 18.500000000000004 5.5000000000000009 67.990000000000023 20.500000000000004 38.455000000000005 14.500000000000002 67.520000000000024 17.500000000000004 14.500000000000002 142.05000000000004 47.554129950000011 18.500000000000004 43.056445700000005 90.015000000000015 74.610000000000014 100.05000000000001 47.473138800000008 42.966471700000007 2.5000000000000004 125.85000000000001 94.040000000000006 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 11 9 -6 -10 12 -8 -14 -15 -16 17 18 -7 20 24 22 -22 -23 -18 -26 -27 28 29 -28
right_child=-2 -3 3 -5 5 16 7 -9 10 -11 -12 -13 13 14 15 -17 19 -19 -20 -21 21 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=991.60245972202904 -7.5740082192627485 -62620.047301136365 -6084.2426703559031 125216.43671344261 -12020.599736752718 -18257.249904197666 -50656.475327034888 -75788.833404737918 -27198.920204454789 -63306.109558738433 92875.065625000003 103109.4153335109 108121.23577053932 -24012.212806919644 157778.4453125 3775.7564732142855 -28019.901743114242 -111325.52608642579 31048.162814137017 -23228.110944204382 37283.511124373072 199517.12743055556 -117054.09494047619 67074.410130774457 -1539.646602846188 -62233.897081163203 32965.849555633351 125709.08305664064 -18407.295153356481 180056.68682803202
leaf_weight=44876 4270332 22 36 23 161 614 43 31 47 270 30 33 31 56 20 35 196 32 173 193 81 27 21 46 407 27 159 40 81 21
leaf_count=44876 4270332 22 36 23 161 614 43 31 47 270 30 33 31 56 20 35 196 32 173 193 81 27 21 46 407 27 159 40 81 21
internal_value=0 676.191 705.317 45100.8 650.463 -4674.4 -17635.9 16745.9 -34488.3 -44148.4 19583.2 29904.5 16846.3 37287.3 17504.8 59776.7 -41.8163 -11478.7 -7418.83 7168.95 12473.3 51624.1 5508.12 116060 5114.16 13949.9 33170.2 41728 28857.4 50126.4
internal_weight=0 47832 47810 59 47751 2875 757 249 508 431 77 218 185 142 111 55 2118 819 787 1299 1106 175 102 73 931 735 328 301 261 180
internal_count=4318164 47832 47810 59 47751 2875 757 249 508 431 77 218 185 142 111 55 2118 819 787 1299 1106 175 102 73 931 735 328 301 261 180
is_linear=0
shrinkage=0.1


Tree=1735
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 0 3 6 0 0 1 5 5 1 3 3 5 1 3 0 0 0 3 5 5 5 2 0 0
split_gain=2.10386e+12 2.60147e+13 7.69711e+13 2.29337e+14 1.87643e+14 1.43478e+14 1.39225e+14 1.57304e+14 1.27836e+14 1.1757e+14 1.12171e+14 2.51668e+14 1.97501e+14 2.12968e+14 1.36389e+14 1.30016e+14 1.22006e+14 2.15758e+14 1.2027e+14 2.46744e+14 1.16795e+14 1.13477e+14 1.59528e+14 1.39359e+14 1.03423e+14 1.24468e+14 1.10068e+14 1.0125e+14 1.40609e+14 1.3062e+14
threshold=37.615058950000012 37.516458750000005 55.551692500000009 55.591389050000011 29.500000000000004 8.5000000000000018 55.56564190000001 17.500000000000004 1.5000000000000002 55.784980300000008 55.695992150000002 37.559851850000008 35.710000000000008 66.50500000000001 37.597123000000003 5.5000000000000009 6.5000000000000009 42.005000000000003 37.597123000000003 5.5000000000000009 55.769960200000007 55.769960200000007 55.777112100000004 7.5000000000000009 81.910000000000011 71.715000000000018 51.015000000000008 18.500000000000004 55.885524800000006 56.197733450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 9 7 8 -4 10 18 21 14 16 -13 20 -14 -18 -5 -20 -15 -12 23 -23 25 26 -8 28 -7 -30
right_child=-2 2 3 5 -6 27 24 -9 -10 -11 11 12 13 15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-57.255112587764671 -35.060112163037459 -2629.8380524457425 158817.97235823006 14142.199623814988 -2208.1175915406834 -4603.2705787201039 4361.5487783637209 21178.003041523349 65889.134299071724 1830.3267773053701 12616.397000475938 -10987.780113060704 64405.878813334348 18779.160273656955 64680.672096991788 -80515.700628071441 237837.47753763688 91611.291109201615 -16955.069193353596 -261493.09089095748 280962.24501488096 -81494.957073998652 23178.215211486819 -325765.35005387932 88881.44585440302 -41635.622898973037 57756.364221573996 13443.203962158666 16988.504069460181 -6822.5897390818609
leaf_weight=770727 3448201 29396 232 2035 1722 37571 883 427 409 6218 1147 617 618 89 388 124 137 383 338 47 21 120 128 29 219 310 686 4807 6594 3541
leaf_count=770727 3448201 29396 232 2035 1722 37571 883 427 409 6218 1147 617 618 89 388 124 137 383 338 47 21 120 128 29 219 310 686 4807 6594 3541
internal_value=0 138.965 1662.93 3469.78 24358.7 1897.77 38808.4 68199.8 99523.3 11554.7 21274.3 31988.7 51904.9 76575.3 18225.5 -10309.4 94440.9 130136 4445.61 -46807.8 68832.3 -1256.16 -58699.6 -129038 23846.6 16266.7 27706.9 -389.705 -1783.55 8669.3
internal_weight=0 869963 99236 69840 4888 64952 3166 1068 641 12439 6221 3801 2377 1372 1005 234 1138 520 2420 385 110 1424 277 149 2098 1879 1569 52513 47706 10135
internal_count=4318164 869963 99236 69840 4888 64952 3166 1068 641 12439 6221 3801 2377 1372 1005 234 1138 520 2420 385 110 1424 277 149 2098 1879 1569 52513 47706 10135
is_linear=0
shrinkage=0.1


Tree=1736
num_leaves=31
num_cat=0
split_feature=2 0 3 1 3 1 4 0 5 0 5 0 0 1 0 5 3 3 2 5 5 5 6 5 5 3 1 1 6 1
split_gain=2.42325e+12 2.35393e+13 5.89485e+13 2.78464e+13 6.42251e+13 5.52079e+13 4.37339e+13 3.29602e+13 4.7239e+13 4.20663e+13 3.40264e+13 2.94066e+13 6.31453e+13 4.99571e+13 1.30012e+14 4.74292e+13 4.06183e+13 6.61213e+13 4.55289e+13 3.18111e+13 2.89092e+13 2.80055e+13 3.51649e+13 2.68909e+13 2.43671e+13 2.18768e+13 2.18477e+13 4.4345e+13 2.09201e+13 2.04705e+13
threshold=19.500000000000004 59.896318000000008 22.500000000000004 30.410108300000001 23.500000000000004 30.425002000000003 3.5000000000000004 59.982527000000012 55.730000000000011 59.950068600000009 63.855000000000011 60.017447350000005 60.003414000000006 30.259484550000003 60.029906750000002 49.010000000000012 24.500000000000004 25.500000000000004 23.500000000000004 80.815000000000012 35.505000000000003 92.035000000000011 1.5000000000000002 70.50500000000001 83.010000000000005 25.500000000000004 30.315880100000005 30.278357500000002 1.5000000000000002 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 23 4 6 -5 20 8 -6 10 -10 12 21 -13 16 -14 18 -18 24 -16 -4 22 -9 -3 -15 -7 27 -25 -17 -2
right_child=1 2 3 5 7 25 -8 11 9 -11 -12 13 15 14 19 28 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=11.505184772455213 1956.0281201999569 -16066.81917066497 -15849.731090198866 -61639.079852646442 -2225.036373733893 -10579.528450481752 165275.197265625 -19593.365612299043 -70755.181953699444 -127137.45782696758 -6052.6306394067142 -12906.808292175017 11539.695292492379 53855.105089938261 3951.8802819781013 102918.80518084491 -18493.359108664776 107536.6422122231 241413.23502604166 -23085.865457666019 39370.016394321668 -69340.702057756702 23600.591050535932 -36830.949107142857 180794.95421875 8561.7577676657947 -32976.970827373094 -192848.20930765089 40467.105001042401 -1187.4804465341538
leaf_weight=4218655 36200 1361 121 191 738 2759 24 346 136 54 202 2429 205 62 3355 135 88 79 24 500 438 56 414 49 20 762 213 29 89 48430
leaf_count=4218655 36200 1361 121 191 738 2759 24 346 136 54 202 2429 205 62 3355 135 88 79 24 500 438 56 414 49 20 762 213 29 89 48430
internal_value=0 -487.759 -4155.85 -1931.4 934.454 -9277.46 33092.4 -1164.52 -17126.4 -45180.5 -32086.8 1147.31 15236.6 -1527.86 5167.74 46296.6 71856.5 41125.6 120272 445.039 27417.3 -1092.82 3935.97 -21966.3 84816 -6437.05 -49558.1 -94837.4 78105.4 157.137
internal_weight=0 99509 14879 13227 9515 3712 583 8932 1130 392 338 7802 1245 6557 4128 429 273 167 106 3855 559 816 760 1652 82 3521 291 78 224 84630
internal_count=4318164 99509 14879 13227 9515 3712 583 8932 1130 392 338 7802 1245 6557 4128 429 273 167 106 3855 559 816 760 1652 82 3521 291 78 224 84630
is_linear=0
shrinkage=0.1


Tree=1737
num_leaves=31
num_cat=0
split_feature=3 0 0 2 3 3 1 1 5 1 3 5 5 5 1 1 5 5 5 2 1 1 1 3 3 4 0 3 1 0
split_gain=2.60129e+12 1.45316e+13 3.99851e+13 2.77341e+13 2.22052e+13 6.20847e+13 7.55864e+13 5.84288e+13 2.63365e+13 2.34251e+13 1.83348e+13 1.83311e+13 2.00352e+13 1.8303e+13 1.81233e+13 2.56031e+13 2.81513e+13 3.60238e+13 2.36129e+13 1.69168e+13 1.60659e+13 1.99311e+13 3.2465e+13 7.25972e+13 3.2624e+13 5.5129e+13 2.67933e+13 2.67064e+13 2.59216e+13 6.87339e+13
threshold=28.500000000000004 55.885524800000006 56.802385350000009 5.5000000000000009 29.500000000000004 31.500000000000004 60.628582700000003 60.611165000000007 50.005000000000003 60.55755580000001 33.500000000000007 56.005000000000003 58.040000000000006 45.305000000000007 37.516458750000005 37.533784800000006 80.00500000000001 78.710000000000022 104.75000000000001 20.500000000000004 37.275078000000001 37.39371280000001 37.362912300000012 31.500000000000004 31.500000000000004 1.5000000000000002 55.68356880000001 33.500000000000007 37.487839250000007 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 10 -4 8 6 7 9 -5 -6 14 -10 -13 -11 -3 -16 17 -17 -18 -8 -2 22 23 26 25 -24 -22 -25 29 -23
right_child=1 2 3 4 5 -7 19 -9 11 13 -12 12 -14 -15 15 16 18 -19 -20 -21 21 28 24 27 -26 -27 -28 -29 -30 -31
leaf_value=7.0034741212853282 40817.318630420923 19235.586770034886 -14203.33230625541 8454.0249172251133 -387.15114796956385 648.85117654518081 78197.285130208344 -32767.293066406251 -69682.031411082469 15172.23478853666 19024.755874241666 38877.372512755101 -33289.878442996574 60328.143518487341 -36043.348058383803 -10656.767943602827 -59789.60756431285 71106.420777698862 45772.090136718754 158725.31119628908 -47576.015598060345 7786.1164078364782 -15618.072193444294 -7262.4027327507129 -10729.59059313633 -120113.36562500001 53724.151644780992 -59307.999082594099 -192.24084497074554 129638.39893617023
leaf_weight=4283289 98 159 1002 283 144 3479 75 168 97 130 179 49 179 290 507 2660 181 55 24 40 29 3072 115 1411 331 90 262 106 19613 47
leaf_count=4283289 98 159 1002 283 144 3479 75 168 97 130 179 49 179 290 507 2660 181 55 24 40 29 3072 115 1411 331 90 262 106 19613 47
internal_value=0 -860.155 -4148.43 964.581 4044.89 6559.88 30839.1 18998.5 -13849.6 34418.1 -12209.7 -33270.9 -17780.2 46351.3 -13768.8 -15300.1 -11698.5 -9000.42 -47431.2 106207 407.006 249.078 -8530.57 -2122.72 -30145.1 -61494.1 43628.9 -10899.1 1154.39 9622.3
internal_weight=0 34875 9701 5936 4934 4326 847 732 608 564 3765 325 228 420 3586 3427 2920 2715 205 115 25174 25076 2344 1808 536 205 291 1517 22732 3119
internal_count=4318164 34875 9701 5936 4934 4326 847 732 608 564 3765 325 228 420 3586 3427 2920 2715 205 115 25174 25076 2344 1808 536 205 291 1517 22732 3119
is_linear=0
shrinkage=0.1


Tree=1738
num_leaves=31
num_cat=0
split_feature=3 0 2 5 0 2 3 1 5 5 5 5 5 5 5 6 5 1 2 1 5 0 5 6 2 0 2 2 4 5
split_gain=2.30099e+12 1.35995e+13 1.64979e+13 1.63981e+13 1.63716e+13 1.37698e+13 1.69414e+13 1.38422e+13 1.65243e+13 9.83194e+12 9.19946e+12 2.19874e+13 8.32152e+12 7.82861e+12 2.08975e+13 7.60843e+12 6.62152e+12 1.35381e+13 5.20794e+12 4.25363e+12 4.23065e+12 3.6146e+12 3.44426e+12 1.01289e+13 1.68856e+13 6.57029e+12 1.20435e+13 9.42076e+12 9.91596e+12 5.86848e+12
threshold=37.500000000000007 55.834684950000003 20.500000000000004 51.015000000000008 55.860536450000005 29.500000000000004 38.500000000000007 37.597123000000003 38.010000000000012 92.035000000000011 52.710000000000008 40.205000000000005 58.305000000000007 65.905000000000015 95.020000000000024 1.5000000000000002 29.985000000000003 37.752451500000006 30.500000000000004 37.752451500000006 78.710000000000022 55.751981950000008 59.025000000000013 1.5000000000000002 10.500000000000002 55.806974650000008 14.500000000000002 19.500000000000004 2.5000000000000004 48.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 8 -2 22 11 16 -12 -9 -15 19 -7 -18 -4 21 -17 -14 29 25 -25 27 -27 28 -24 -8
right_child=1 2 18 -5 -6 10 9 13 -10 -11 12 -13 15 14 -16 20 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=1.3823621635468644 -22491.602518857762 65722.796267947633 -53568.337855021156 116854.55934606481 -39031.288124999999 50565.441152343752 -8146.3296844909846 -55498.837207031254 -124566.53613839287 56238.964274088539 -54912.716830679092 87219.67225731384 37689.222887073869 68366.18686342593 -58514.936187499996 1170.480193926837 -75945.19442934783 22272.552571614586 11030.670725661059 59446.247349330355 -54204.974502840909 -20312.862351190477 -7169.7630808143413 37313.538690476191 -69862.848405612254 73792.328894761027 -11681.486869812012 19756.521871875 -75327.158430989584 -33708.477858072918
leaf_weight=4316616 29 37 24 27 25 20 357 32 35 24 26 47 22 27 25 37 23 36 26 28 22 21 193 21 49 34 32 125 24 120
leaf_count=4316616 29 37 24 27 25 20 357 32 35 24 26 47 22 27 25 37 23 36 26 28 22 21 193 21 49 34 32 125 24 120
internal_value=0 -3854.73 25987 51809.4 23483.2 -6798.66 -11743.7 -43277.3 -78313.8 -6976.65 12964 33061.2 -3268.23 -16582.7 7365.65 7060.66 840.269 -16015.7 -19976.9 29113.9 -19478 9362.62 -8565.31 -2566.14 -37709.9 3463.43 32350.5 -2111.26 -14707.9 -14577.1
internal_weight=0 1548 139 89 62 1409 1127 148 64 979 282 126 156 84 52 130 79 59 50 71 59 43 955 478 70 408 66 342 217 477
internal_count=4318164 1548 139 89 62 1409 1127 148 64 979 282 126 156 84 52 130 79 59 50 71 59 43 955 478 70 408 66 342 217 477
is_linear=0
shrinkage=0.1


Tree=1739
num_leaves=31
num_cat=0
split_feature=5 6 2 3 2 3 3 4 1 0 3 4 0 4 1 3 1 0 4 1 1 0 5 1 1 0 0 0 0 4
split_gain=2.2746e+12 1.48191e+13 1.43762e+13 1.62981e+13 2.05759e+13 1.23171e+13 1.10729e+13 1.90038e+13 1.01612e+13 9.80221e+12 8.34885e+12 8.34355e+12 8.42124e+12 8.19242e+12 1.84321e+13 1.43457e+13 1.18369e+13 1.31918e+13 1.31632e+13 1.51927e+13 7.91989e+12 7.7425e+12 2.27155e+13 7.67458e+12 7.63447e+12 8.09087e+12 1.50502e+13 1.38933e+13 1.28184e+13 1.53893e+13
threshold=16.850000000000005 1.5000000000000002 13.500000000000002 18.500000000000004 18.500000000000004 4.5000000000000009 10.500000000000002 1.5000000000000002 39.739656000000004 55.657530000000008 18.500000000000004 -1.0000000180025095e-35 57.131524800000008 1.0000000180025095e-35 30.502469200000004 2.5000000000000004 39.739656000000004 55.806974650000008 2.5000000000000004 37.66934650000001 39.753614400000011 44.039893800000009 13.050000000000002 37.597123000000003 93.043229050000022 55.727011600000004 55.784980300000008 55.701368300000006 55.851332700000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 8 -5 13 11 -8 9 -4 -9 -1 20 23 -15 -16 17 18 19 -17 -13 22 -7 -3 25 27 -27 -23 29 -28
right_child=-2 2 3 4 -6 21 7 10 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 24 -24 -25 -26 26 28 -29 -30 -31
leaf_value=3672.9289771968488 5.086511089491367 -17709.679862831032 -34571.326147861168 115474.94740287164 2975.1195177801728 2816.9139327638386 9723.8553096516935 -61710.582280930743 61414.974544270837 36047.320016163794 2813.4544094743401 58178.018459774437 -15050.887847028462 90008.906018518523 -2405.6696443294436 81868.366041100555 7069.3577637859598 -15862.175920364092 91658.674604492204 18305.184833178475 23888.203170126355 -2053.8457479336507 -40275.584877697176 1718.7242060397352 16598.87641101372 -12913.340200948378 4120.6843573328961 10878.355056957625 -4867.1240794446558 67853.360544370997
leaf_weight=234 4297058 263 61 37 29 293 300 65 24 29 29 89 42 27 891 46 642 53 40 206 277 6384 210 896 205 1839 1328 955 5573 39
leaf_count=234 4297058 263 61 37 29 293 300 65 24 29 29 89 42 27 891 46 642 53 40 206 277 6384 210 896 205 1839 1328 955 5573 39
internal_value=0 -1035.58 -1637.61 26496.3 66043.2 -1892.21 10627.2 -2569.65 3600.71 -11816.4 -41804.2 18726.2 27359.7 3939.33 7972.59 6793.15 15097.3 30036.1 38367 29908 32226.4 -2954.13 -15174 -2689.96 -2577.57 -2821.47 -4869.98 -371.021 -2738.61 5938.95
internal_weight=0 21106 20070 180 66 19890 1036 394 114 90 94 642 408 3064 1905 1878 987 345 292 252 366 16826 503 1159 16323 16118 8779 7339 6940 1367
internal_count=4318164 21106 20070 180 66 19890 1036 394 114 90 94 642 408 3064 1905 1878 987 345 292 252 366 16826 503 1159 16323 16118 8779 7339 6940 1367
is_linear=0
shrinkage=0.1


Tree=1740
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 0 0 0 0 3 0 3 0 3 5 4 0 5 5 5 5 3 3 5 6 0 3 0 0 0
split_gain=2.26732e+12 4.19799e+13 5.61038e+13 1.39772e+14 9.99552e+13 7.34901e+13 8.03008e+13 1.00887e+14 1.65309e+14 1.45902e+14 7.65672e+13 6.82843e+13 6.66859e+13 6.65443e+13 6.54237e+13 1.22079e+14 2.63905e+14 6.5199e+13 6.11936e+13 6.00742e+13 7.9308e+13 9.58522e+13 9.58167e+13 5.87068e+13 5.70889e+13 5.75462e+13 5.57652e+13 9.10732e+13 2.09222e+14 2.65766e+14
threshold=37.457850350000008 37.436176200000013 60.005000000000003 55.664473600000008 55.628356700000005 55.674875350000008 55.708120100000009 55.806974650000008 55.826364100000013 21.500000000000004 55.87722990000001 29.500000000000004 55.885524800000006 17.500000000000004 94.040000000000006 3.5000000000000004 55.591389050000011 68.52500000000002 110.05000000000001 69.015000000000015 88.015000000000015 15.500000000000002 9.5000000000000018 95.020000000000024 1.5000000000000002 55.299834250000011 15.500000000000002 56.197733450000008 55.820531900000013 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 14 13 23 17 9 -9 -10 26 -12 -5 15 19 -17 -8 -14 -4 24 22 -22 -7 -21 -26 -3 28 29 -28
right_child=-2 2 3 5 -6 6 7 8 10 -11 12 -13 18 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=40.273744565081536 -31.97082929971868 6364.9710045382317 21636.561697597681 39938.184996861055 -177968.68427419357 -97768.817758413468 16042.263768469769 97788.624330357154 80467.784801794856 -215397.28697916667 -152820.31189630681 111671.00179835729 18684.098819365809 181603.00618799604 -45387.801654991737 -59006.31924107144 326621.24435763893 116429.68264854501 159241.85537338257 -22092.862644710378 -14773.813515625001 -68664.175925925927 258217.21247829861 87194.432375682489 -31237.778240411935 79894.212513241524 -7330.99222735273 21420.012302341798 -41803.345703605475 93969.343016744882
leaf_weight=685966 3614531 7681 1090 70 31 78 92 21 257 51 22 56 966 63 260 35 36 218 32 1273 20 27 36 22 77 118 2231 912 1599 293
leaf_count=685966 3614531 7681 1090 70 31 78 92 21 257 51 22 56 966 63 260 35 36 218 32 1273 20 27 36 22 77 118 2231 912 1599 293
internal_value=0 164.233 4977.25 14079.9 667.18 35368.7 29949.4 35195.1 23373.6 -124051 31685.8 1488.57 19394.6 107043 2530.48 7124.41 136523 86637.3 23191 3645.69 -8997.8 86101.3 160720 -57076.9 -14374.7 36011.3 1003.34 -7175.95 -13501.3 4428.52
internal_weight=0 703633 17667 4895 3003 1892 1759 1659 1349 72 1277 12772 1020 133 2972 2712 71 310 998 2641 1551 83 56 100 1468 195 12716 5035 4123 2524
internal_count=4318164 703633 17667 4895 3003 1892 1759 1659 1349 72 1277 12772 1020 133 2972 2712 71 310 998 2641 1551 83 56 100 1468 195 12716 5035 4123 2524
is_linear=0
shrinkage=0.1


Tree=1741
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 3 1 2 5 3 0 1 5 1 3 3 5 1 1 2 0 1 0 1 4 0 5 1 5 5
split_gain=2.26426e+12 2.5535e+13 5.7817e+13 4.09242e+13 3.7274e+13 7.87463e+13 4.70074e+13 3.71272e+13 3.69863e+13 3.73569e+13 3.4919e+13 4.42637e+13 5.06443e+13 5.00808e+13 8.64679e+13 8.3895e+13 6.40368e+13 6.2323e+13 6.20307e+13 4.17418e+13 4.02368e+13 6.73939e+13 5.13434e+13 5.93166e+13 3.92122e+13 4.00295e+13 4.21417e+13 6.80525e+13 1.00159e+14 7.18986e+13
threshold=55.416472000000006 55.299834250000011 55.212972300000011 19.500000000000004 37.39371280000001 12.500000000000002 37.214886200000009 12.500000000000002 59.810000000000009 10.500000000000002 55.120365700000008 61.42204370000001 69.015000000000015 59.76223980000001 5.5000000000000009 8.5000000000000018 71.00500000000001 57.550671000000001 38.633372000000001 4.5000000000000009 55.193434200000006 38.233559750000005 55.160271200000004 37.869926150000005 2.5000000000000004 55.173809400000003 81.910000000000011 61.284352600000013 92.035000000000011 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 8 5 -3 -7 -8 -4 -10 -1 13 -13 14 16 -15 -12 18 20 -20 21 22 -16 -24 -17 -26 -27 28 -28 -30
right_child=-2 4 3 -5 -6 6 7 -9 9 -11 11 12 -14 15 17 24 -18 -19 19 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-21.756720533452178 -77.423808819365789 6541.4981612771553 -3361.7824306270741 39995.380287771281 1526.4318746266508 39149.657175704844 70545.094452494974 242754.64274553573 -11548.593438802945 -49070.73923166695 -11424.483245804422 29.949208234585367 -13808.825450890174 10996.597402294739 15829.88943700223 552.10833120560881 -72702.117298323385 -23018.030013163283 38001.519328703704 221327.8607894234 40048.357419963802 -168271.37656250002 -21850.790951206982 70229.814006696441 14588.487614074978 8048.0074144158898 -8208.464331010935 -14715.516545528104 160646.47084009741 27975.104247485633
leaf_weight=2138938 2014820 3464 12032 193 42779 409 31 21 4490 282 4069 27571 2925 14173 2084 35516 178 607 27 23 396 22 765 77 4520 5111 279 2198 77 87
leaf_count=2138938 2014820 3464 12032 193 42779 409 31 21 4490 282 4069 27571 2925 14173 2084 35516 178 607 27 23 396 22 765 77 4520 5111 279 2198 77 87
internal_value=0 67.7255 19.8255 -5790.49 2382.15 11708.7 50535.7 140091 -6316.36 -13766 63.921 1883.68 -1297.39 3265.41 -4054.81 4239.85 -13992.7 6494.16 11772.3 122332 10119.2 6098.83 7409.89 -13430.1 2235.93 7109.03 2747.95 -7508.99 28247.1 90265.9
internal_weight=0 2.30334e+06 2.25664e+06 16997 46704 3925 461 52 16804 4772 2.23964e+06 100705 30496 70209 8248 61961 4247 4001 3394 50 3344 2948 2926 842 47788 12272 7752 2641 443 164
internal_count=4318164 2303344 2256640 16997 46704 3925 461 52 16804 4772 2239643 100705 30496 70209 8248 61961 4247 4001 3394 50 3344 2948 2926 842 47788 12272 7752 2641 443 164
is_linear=0
shrinkage=0.1


Tree=1742
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 5 0 1 0 1 3 0 1 3 3 5 6 1 5 5 0 0 0 5 1 3 6 3 5
split_gain=2.20017e+12 3.41826e+13 2.42104e+13 2.39883e+13 3.65248e+13 3.23956e+13 2.14527e+13 1.74664e+13 4.19371e+13 8.70633e+13 1.02864e+14 1.27111e+14 1.74279e+14 1.52745e+14 1.8282e+14 1.68381e+14 1.33342e+14 1.23305e+14 1.37097e+14 1.23231e+14 1.05361e+14 9.73866e+13 1.11397e+14 1.03695e+14 9.56416e+13 8.81658e+13 8.62349e+13 8.45122e+13 1.30012e+14 7.90211e+13
threshold=61.880021000000006 61.463701450000009 55.099723300000008 56.663136550000011 57.265292900000006 9.5000000000000018 97.050000000000011 54.978840000000005 82.981501350000016 55.050600750000008 82.926290250000008 5.5000000000000009 55.034903650000011 82.933113850000026 13.500000000000002 10.500000000000002 137.05000000000004 1.5000000000000002 82.966612450000014 47.815000000000005 102.01000000000001 54.99493995000001 55.010031850000011 55.030402950000003 54.410000000000004 82.945329900000004 12.500000000000002 1.5000000000000002 15.500000000000002 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 -3 -2 9 10 -9 24 13 14 16 17 -13 18 -15 -16 -17 -19 25 -24 -12 -23 -22 28 -21 -30
right_child=7 2 3 4 -6 -7 -8 8 -10 -11 11 12 -14 15 19 20 -18 21 -20 27 26 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-20.716936208599616 -407.08834914430491 -13597.545968590923 3276.1858772886826 -35267.261092066386 -2888.7599141661394 -6984.8551595621702 -94894.717234848489 493.71644754847586 -316.49731835744024 -135.04888336771975 1299.6302436956112 6971.3274996891096 1484.7910773712895 96538.909080282931 10077.530356428648 7070.8381595839983 244790.35559895835 48555.432247497338 28718.553559838987 324391.84030172415 62870.246562499997 207550.70609375002 27210.753443378941 -2956.4541948994029 -20080.533118868105 -3019.2401671376551 -21116.091197124282 56744.277785778679 75322.703802393356 185392.8031427557
leaf_weight=3098703 418356 1979 6289 563 914 6024 33 82973 404326 221786 7420 1335 29483 391 293 19298 24 821 1254 29 130 20 5055 1471 2914 3433 2052 455 252 88
leaf_count=3098703 418356 1979 6289 563 914 6024 33 82973 404326 221786 7420 1335 29483 391 293 19298 24 821 1254 29 130 20 5055 1471 2914 3433 2052 455 252 88
internal_value=0 -44.3747 -4683.57 -3188.44 -15230.7 -1743.92 -14930.9 114.821 392.859 1145.69 2930.02 5582.25 7199.62 11828.3 35806.3 10078.3 11171.2 19334 44838.8 65778.5 4715.83 15449.2 12725.5 20410.9 -4729.19 -1799.61 -16112.3 85584.8 121147 103811
internal_weight=0 3.1145e+06 15802 13790 1477 12313 2012 1.20366e+06 785303 380977 159191 76218 65884 36401 2476 33925 1359 12445 1645 1117 21480 10800 9979 6526 10334 3453 2182 824 369 340
internal_count=4318164 3114505 15802 13790 1477 12313 2012 1203659 785303 380977 159191 76218 65884 36401 2476 33925 1359 12445 1645 1117 21480 10800 9979 6526 10334 3453 2182 824 369 340
is_linear=0
shrinkage=0.1


Tree=1743
num_leaves=31
num_cat=0
split_feature=3 0 0 2 3 1 3 1 5 5 3 1 2 1 2 5 2 5 5 3 6 2 3 5 4 5 5 1 1 5
split_gain=2.44162e+12 1.97256e+13 6.24767e+13 1.36316e+14 1.10799e+14 1.64948e+14 9.38697e+13 8.58073e+13 6.95349e+13 6.45303e+13 4.40805e+13 4.80421e+13 4.17915e+13 7.10316e+13 4.85631e+13 3.27738e+13 4.92935e+13 3.16868e+13 1.35182e+14 4.09704e+13 2.87133e+13 2.79071e+13 2.45703e+13 2.56443e+13 2.41181e+13 2.40109e+13 5.26291e+13 2.64025e+13 2.32034e+13 4.33654e+13
threshold=19.500000000000004 43.592450450000008 44.039893800000009 5.5000000000000009 21.500000000000004 39.718803500000007 23.500000000000004 39.726951800000002 36.715000000000011 63.855000000000011 20.500000000000004 39.726951800000002 2.5000000000000004 39.753614400000011 12.500000000000002 86.810000000000016 10.500000000000002 52.990000000000002 64.805000000000021 20.500000000000004 1.5000000000000002 13.500000000000002 24.500000000000004 77.715000000000018 2.5000000000000004 49.995000000000012 39.995000000000012 39.726951800000002 39.739656000000004 63.855000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 20 7 -6 9 8 -5 -7 11 -2 13 -12 -14 -13 -17 -9 -19 -20 -3 -16 23 -22 -8 26 27 -23 29 -27
right_child=1 2 -4 4 5 6 24 17 -10 -11 12 15 14 -15 21 16 -18 18 19 -21 22 25 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=27.445085618357293 -87587.109693286955 37489.103818359377 -214.50584425382786 124321.93242519215 74500.994995436326 -16551.066875 -37286.002131988309 58118.816672207453 -90237.915002996277 -236545.86117187503 200562.95538194446 944.56785636623863 -21828.850535358568 -14004.061263020834 99024.468053886216 28853.363727678574 -140140.53331597222 333958.26077586209 144783.13526785714 -35343.142552649457 218682.48712499999 -72940.891294642861 66559.394891826931 84701.102578125006 45688.559218750001 101717.067578125 -149436.29447544643 66775.281784539475 -12428.224186257756 13148.5081513074
leaf_weight=3810546 135 30 504957 23 153 20 282 47 44 40 27 247 753 36 39 28 45 29 28 23 50 21 26 20 40 77 28 38 136 196
leaf_count=3810546 135 30 504957 23 153 20 282 47 44 40 27 247 753 36 39 28 45 29 28 23 50 21 26 20 40 77 28 38 136 196
internal_value=0 -206.023 -168.774 26840.2 10240.1 -13236.1 -48376.9 74981.2 -16583 -163214 -10638.4 -37559.1 -1571.83 77953.2 -5461.65 -16453.5 -75321 123287 161573 63549.7 122884 17574.8 149570 180402 -26978.6 11170.5 -36534.6 17045.8 21318.1 38129.4
internal_weight=0 507618 505812 855 729 535 382 194 67 60 1806 455 1351 63 1288 320 73 127 80 51 126 535 96 70 322 496 87 59 409 273
internal_count=4318164 507618 505812 855 729 535 382 194 67 60 1806 455 1351 63 1288 320 73 127 80 51 126 535 96 70 322 496 87 59 409 273
is_linear=0
shrinkage=0.1


Tree=1744
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 6 3 3 1 5 3 5 1 5 3 5 1 3 5 1 6 3 3 0 3 1 1 1 6
split_gain=2.3092e+12 1.99253e+13 4.07054e+13 4.30379e+13 3.83999e+13 4.32759e+13 3.595e+13 2.91159e+13 2.55937e+13 2.99901e+13 2.99753e+13 2.62062e+13 4.69756e+13 2.40044e+13 2.35394e+13 3.38427e+13 3.90258e+13 2.69157e+13 3.29576e+13 2.70439e+13 2.25027e+13 2.26236e+13 3.4334e+13 2.22999e+13 2.07782e+13 3.19795e+13 6.41155e+13 2.39609e+13 2.07731e+13 2.53358e+13
threshold=57.581016350000006 57.178027650000011 65.610478850000007 73.995000000000019 39.969502550000009 60.837513500000007 1.5000000000000002 5.5000000000000009 3.5000000000000004 65.659480050000013 110.05000000000001 16.500000000000004 84.030000000000015 38.233559750000005 114.05000000000001 10.500000000000002 161.85000000000002 39.863684800000009 9.5000000000000018 85.020000000000024 39.899261850000009 1.5000000000000002 9.5000000000000018 12.500000000000002 57.265292900000006 16.500000000000004 65.58467570000002 61.880021000000006 65.520339550000017 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 20 7 -5 -6 9 -4 11 23 -13 -8 17 16 -16 18 -15 -19 -3 -22 -23 -10 25 28 -27 -26 29 -7
right_child=-2 2 8 6 5 24 13 -9 10 -11 -12 12 -14 14 15 -17 -18 19 -20 -21 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-7.8363948769040448 183.03749662648823 -2037.9418131355751 56477.17418192084 4218.4698449724929 -9779.8197988405864 34287.955746722691 -88659.378950471699 -28924.352875276632 7417.5478386597315 -56710.406843171295 -106416.26656087239 17027.985843007245 164980.68892045456 -4268.0024410124743 -108326.30445704953 25369.787460472471 5423.9742315383191 -32598.974305116732 92944.143880208343 -6801.5770971881466 14914.827798694838 8231.4277241893014 -17165.311104317221 -10939.785986703157 2511.7610229606062 -18.602386784957627 -38814.270501503626 -25098.166382574786 1843.0191573668585 -6233.8539374196635
leaf_weight=3692239 594384 6462 176 682 3791 453 53 1005 1930 27 24 874 22 155 107 42 42 923 45 726 2057 1834 750 1007 536 1652 574 760 4598 234
leaf_count=3692239 594384 6462 176 682 3791 453 53 1005 1930 27 24 874 22 155 107 42 42 923 45 726 2057 1834 750 1007 536 1652 574 760 4598 234
internal_value=0 -29.2162 -2531.97 -3912.78 -2586.48 -6148.26 -15720.9 -13791.5 6814.37 41422.7 4992.88 5690.46 20660.8 -22218 -20491.9 -53914 -76262.5 -17039.4 17604.7 -21241.2 1777.27 7089.48 860.083 1123.43 -1985.98 31.6605 -10022.5 -13679.2 4266.4 20485.8
internal_weight=0 3.72378e+06 31541 27481 24706 13603 2775 4796 4060 203 3857 3833 896 2093 2040 191 149 1849 200 1649 11103 4641 2584 2937 8807 7511 2226 1296 5285 687
internal_count=4318164 3723780 31541 27481 24706 13603 2775 4796 4060 203 3857 3833 896 2093 2040 191 149 1849 200 1649 11103 4641 2584 2937 8807 7511 2226 1296 5285 687
is_linear=0
shrinkage=0.1


Tree=1745
num_leaves=31
num_cat=0
split_feature=3 0 4 1 5 3 1 1 5 5 1 5 5 0 5 0 0 5 1 1 5 0 1 0 0 5 1 5 1 1
split_gain=2.3353e+12 1.86471e+13 1.73563e+13 1.7079e+13 1.75811e+13 1.99972e+13 2.65813e+13 3.89643e+13 3.14684e+13 2.55616e+13 2.22167e+13 3.09678e+13 2.30109e+13 2.19716e+13 3.05223e+13 2.70881e+13 1.86832e+13 1.85682e+13 1.73658e+13 3.61767e+13 7.87579e+13 3.76721e+13 2.75815e+13 2.81545e+13 2.65583e+13 3.1619e+13 2.65828e+13 4.58586e+13 4.95633e+13 2.50808e+13
threshold=3.5000000000000004 57.814144100000007 6.5000000000000009 82.837870700000011 47.005000000000003 2.5000000000000004 82.95335685000002 82.926290250000008 120.05000000000001 95.020000000000024 83.093115700000013 161.85000000000002 177.02500000000003 54.811549550000009 85.91500000000002 54.920670650000005 55.078308950000007 86.02500000000002 38.096381250000007 38.058342000000003 125.85000000000001 56.121679000000007 37.971176850000006 55.212972300000011 56.320495600000008 79.730000000000018 37.457850350000008 92.035000000000011 37.559851850000008 38.151577750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 18 16 -6 7 8 9 -7 11 13 -12 14 -8 -15 -5 -9 19 21 -21 22 -1 -24 25 -23 -26 28 -28 -20
right_child=-2 2 -4 4 5 6 10 17 -10 -11 12 -13 -14 15 -16 -17 -18 -19 29 20 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-368.60644513793761 -18.001245632606484 -2392.8295470653939 -93347.847972470248 -1238.9055904557872 -916.90421746914478 -15532.890340776588 22283.648042160563 -55659.862931910568 108611.23312500001 -124676.71076882102 -10613.830980278704 -64358.68859700521 68677.736032516899 -63352.850109649124 130187.34978027345 7580.5616880530915 6556.3850004618398 -153551.30169836956 11626.143933366673 -21455.776706084842 148106.62780412947 -24384.44964051661 -6128.481950985708 19846.165876528044 -14299.20717771483 -146101.744140625 36330.333104713078 -106426.98753051758 -22437.212704047808 1165.6120926887966
leaf_weight=20362 4074053 21933 21 14611 7293 871 145 123 20 22 3385 60 37 57 32 970 3894 23 2325 1263 28 714 598 1381 1249 22 420 32 218 162002
leaf_count=20362 4074053 21933 21 14611 7293 871 145 123 20 22 3385 60 37 57 32 970 3894 23 2325 1263 28 714 598 1381 1249 22 420 32 218 162002
internal_value=0 300.429 -2479.83 575.18 -1580.22 -4392.83 -8805.35 -23113.9 -15443.4 -18221.8 -5571.73 5757.62 -9756.5 9251.79 41791.7 3643.65 401.454 -71081.1 931.858 -1454.6 -17778.2 -611.519 726.787 11997.3 -11872.9 -28022.7 -5678.97 10390.7 16249.9 1313.61
internal_weight=0 244111 21954 222157 31543 13038 5745 1059 913 893 4686 1264 3422 1204 177 1027 18505 146 190614 26287 1291 24996 22341 1979 2655 736 1919 670 638 164327
internal_count=4318164 244111 21954 222157 31543 13038 5745 1059 913 893 4686 1264 3422 1204 177 1027 18505 146 190614 26287 1291 24996 22341 1979 2655 736 1919 670 638 164327
is_linear=0
shrinkage=0.1


Tree=1746
num_leaves=31
num_cat=0
split_feature=1 3 1 5 2 5 0 0 5 5 1 0 5 5 5 0 5 2 2 5 0 5 5 5 2 5 2 4 5 0
split_gain=2.47741e+12 8.42591e+12 1.97152e+13 1.51187e+13 1.08694e+13 1.78653e+13 2.03362e+13 2.38952e+13 4.16156e+13 9.61699e+13 2.98304e+13 3.56753e+13 4.91414e+13 3.00362e+13 2.5594e+13 2.55147e+13 1.98699e+13 1.92077e+13 1.6449e+13 1.55224e+13 1.5116e+13 3.22844e+13 2.28994e+13 1.2453e+13 1.38918e+13 1.09482e+13 1.09075e+13 1.08389e+13 1.36441e+13 2.99328e+13
threshold=83.663637000000008 24.500000000000004 84.920232800000022 46.405000000000008 11.500000000000002 62.385000000000012 56.028355650000009 52.056565900000003 87.395000000000024 89.00500000000001 83.761389800000003 55.388132500000005 142.05000000000004 125.85000000000001 112.04500000000002 51.717367500000009 99.555000000000021 12.500000000000002 13.500000000000002 67.990000000000023 55.993277250000013 90.015000000000015 114.05000000000001 102.01000000000001 14.500000000000002 78.710000000000022 12.500000000000002 3.5000000000000004 85.020000000000024 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 15 -10 23 13 20 14 16 19 25 -11 -18 -7 21 -13 27 -9 26 -12 -25 28 -22 -30
right_child=1 2 -4 -5 5 6 -8 10 9 17 11 12 -14 -15 -16 -17 18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-17.791066145433199 234.60041245813747 3550.7300722064392 -2210.3754880854913 -43852.601205357147 991.41393103202324 24257.947248641307 -2349.0927680291602 4988.5353874599814 -206516.1315185547 80122.858487215912 47349.024222338237 8289.8470650540876 -135902.00539550782 124023.73572856105 -63631.673990885414 -3249.8643347537882 166905.58153409092 -32714.948470052084 50419.328327546304 141750.54802911932 14619.647639358478 -115795.498875 104394.20104166667 -48272.166673060827 -92116.056080729177 18712.709974888392 44668.415081521744 -21113.444787397544 111122.837546875 1701.0925244140626
leaf_weight=4092386 210623 99 3189 210 8511 23 957 388 32 22 347 130 22 43 24 165 22 48 27 22 357 25 33 28 30 217 23 61 50 50
leaf_count=4092386 210623 99 3189 210 8511 23 957 388 32 22 347 130 22 43 24 165 22 48 27 22 357 25 33 28 30 217 23 61 50 50
internal_value=0 322.476 -4547.29 -28665.1 399.111 3371.54 9810.6 15126.6 -10499.7 -62903.2 19386.3 26662.2 11278.1 43132.2 37671.7 14953.4 41637.9 2748.36 102719 81698.8 15864.4 -11723.9 23625.2 -2456.67 -38120.1 36331.2 -6357.79 18479.7 23764.6 56412
internal_weight=0 225778 3498 309 222280 11657 3146 2189 312 102 1877 1408 728 680 637 210 613 70 49 45 706 155 551 469 81 564 51 518 457 100
internal_count=4318164 225778 3498 309 222280 11657 3146 2189 312 102 1877 1408 728 680 637 210 613 70 49 45 706 155 551 469 81 564 51 518 457 100
is_linear=0
shrinkage=0.1


Tree=1747
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 5 3 5 0 2 5 3 1 0 1 5 0 5 1 5 2 2 5 0 5 5 5 0 3 0
split_gain=2.33866e+12 2.14873e+13 3.48405e+13 3.60952e+13 4.30507e+13 3.41397e+13 3.15092e+13 3.68349e+13 9.96057e+13 9.79321e+13 3.46781e+13 3.76912e+13 8.75469e+13 6.9206e+13 8.44742e+13 9.53684e+13 5.61884e+13 8.17108e+13 4.61045e+13 4.04718e+13 3.88667e+13 3.52521e+13 4.40916e+13 3.50256e+13 3.37038e+13 3.35405e+13 3.16289e+13 7.8582e+13 6.34526e+13 6.03046e+13
threshold=56.819808050000006 56.876792350000009 93.00500000000001 3.5000000000000004 60.648383500000008 91.050000000000011 13.500000000000002 96.015000000000015 56.831297550000009 5.5000000000000009 123.15000000000002 16.500000000000004 60.58031445000001 56.838612000000005 60.601268000000012 104.75000000000001 56.852744000000008 116.06000000000002 60.55755580000001 98.020000000000024 9.5000000000000018 5.5000000000000009 107.05000000000001 56.831297550000009 125.85000000000001 114.05000000000001 123.15000000000002 56.831297550000009 11.500000000000002 56.838612000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 7 8 9 -5 11 12 -8 14 18 19 17 20 -13 -16 -15 -17 -23 25 -12 -14 27 -9 -28 -29
right_child=1 -3 3 4 -6 -7 10 26 -10 -11 24 13 23 16 15 21 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-36.505162833709363 1323.3146776898577 -16.779486131924905 -61207.071500880287 77602.819531250003 -19135.727091983408 -23611.753265656789 -59602.529883765244 -40514.6599697989 17787.981289950283 311001.10212500003 -94477.767359697071 -36226.490216064456 25496.243345280283 30385.307689947833 -38875.242447916673 -71745.899098557697 13536.403359023087 239725.61594827587 59733.819928031589 -135246.39326826888 109721.32507136418 167782.3728587963 16738.418646599264 53561.997464483677 -6995.2416630691723 -69141.12238729508 19527.099038950601 61933.794366620685 96874.232049654456 5885.1584829589847
leaf_weight=3465455 77523 769439 71 64 445 553 205 270 220 25 47 64 97 152 93 26 222 29 230 82 104 27 68 179 699 61 576 258 130 750
leaf_count=3465455 77523 769439 71 64 445 553 205 270 220 25 47 64 97 152 93 26 222 29 230 82 104 27 68 179 699 61 576 258 130 750
internal_value=0 148.359 1674.29 9604.88 10586.3 1146.7 13413.6 21783.7 53899.6 143164 5366.38 13501.5 -8072.68 24160.7 877.33 -36833.3 51255.8 80637.3 38844.5 -84032 62615.6 31429.3 59666.7 23273.4 -12506.9 -11041 16781.8 7397.36 33769.5 20230.9
internal_weight=0 852709 83270 5194 5123 78076 4678 2293 309 89 2385 1639 542 1097 590 296 507 285 294 175 256 121 95 337 746 158 1984 1278 706 1008
internal_count=4318164 852709 83270 5194 5123 78076 4678 2293 309 89 2385 1639 542 1097 590 296 507 285 294 175 256 121 95 337 746 158 1984 1278 706 1008
is_linear=0
shrinkage=0.1


Tree=1748
num_leaves=31
num_cat=0
split_feature=0 6 4 5 4 1 3 2 1 5 5 3 1 4 5 3 3 3 1 1 1 1 3 0 2 1 3 1 1 0
split_gain=2.18156e+12 1.82688e+13 4.40128e+13 5.54028e+13 1.18223e+14 7.42227e+13 8.04628e+13 7.20895e+13 8.30392e+13 6.77644e+13 4.87826e+13 7.17599e+13 2.06559e+14 1.54962e+14 1.63814e+14 1.37141e+14 1.2803e+14 1.19559e+14 1.1913e+14 1.18084e+14 1.1182e+14 6.78712e+13 9.57818e+13 6.40668e+13 6.39571e+13 9.07763e+13 8.39879e+13 1.91911e+14 1.71433e+14 7.1586e+13
threshold=57.581016350000006 1.5000000000000002 3.5000000000000004 81.00500000000001 2.5000000000000004 49.964253350000007 7.5000000000000009 4.5000000000000009 33.101335500000005 68.00500000000001 55.990000000000002 17.500000000000004 30.278357500000002 1.5000000000000002 64.020000000000024 19.500000000000004 18.500000000000004 23.500000000000004 30.323743050000001 30.243224600000001 30.346469350000003 30.315880100000005 22.500000000000004 59.853570100000006 3.5000000000000004 30.388336800000001 13.500000000000002 30.332994000000003 30.346469350000003 59.846652800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 -6 9 -9 -2 24 15 14 -14 19 18 20 -15 -13 -16 22 23 -18 25 29 28 -28 -26 -12
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 11 12 13 16 17 -17 21 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-28.397214910348808 -0.74315106804498177 577.57712455065462 12461.318752533762 -5977.9875539572977 26473.340517261211 -9055.5524166369341 8697.0421978883114 318859.25936650817 31167.248328218004 112717.55757211539 -724.55859742296013 -43071.613182041969 26982.235149762349 78072.706937419003 403565.32312500005 -8081.8818410058175 156975.81404655613 -1269.5292480468752 14075.732831710158 -192889.3390904018 155229.8888819839 -1343.0099929031026 -4921.4438006547889 38787.827251133196 11600.260202183956 -2745.7434169662902 -35714.152882035865 1914.0835964052317 -12504.071659177325 -29377.002469619074
leaf_weight=3723780 124691 391117 2551 18456 910 2139 12000 23 84 52 1125 869 286 434 25 2990 49 32 882 56 66 8653 695 717 6790 4016 2319 3262 5218 3877
leaf_count=3723780 124691 391117 2551 18456 910 2139 12000 23 84 52 1125 869 286 434 25 2990 49 32 882 56 66 8653 695 717 6790 4016 2319 3262 5218 3877
internal_value=0 177.907 -591.12 -757.01 -228.324 8212.69 11039 37328.2 99453.6 175934 -996.773 -3928.62 1420.23 8004.91 68485.6 -18491.9 5840.73 164989 35181.1 -52141.7 223454 2023.06 21959.1 46348.2 -7095.67 -13942.9 -3585.07 -13721.1 1125.88 -22932.8
internal_weight=0 594384 203267 200716 182260 15208 13069 1069 159 75 167052 42361 15754 11839 409 3915 11430 123 1316 925 91 10114 1461 766 26607 9018 17589 5581 12008 5002
internal_count=4318164 594384 203267 200716 182260 15208 13069 1069 159 75 167052 42361 15754 11839 409 3915 11430 123 1316 925 91 10114 1461 766 26607 9018 17589 5581 12008 5002
is_linear=0
shrinkage=0.1


Tree=1749
num_leaves=31
num_cat=0
split_feature=1 5 1 0 1 0 5 4 2 5 5 2 3 4 5 3 0 3 3 6 3 3 4 2 2 5 5 0 5 2
split_gain=2.13616e+12 8.57031e+12 1.51947e+13 1.19771e+13 1.62421e+13 2.04115e+13 1.63938e+13 2.05494e+13 2.62074e+13 3.73625e+13 1.27619e+13 1.57414e+13 1.1175e+13 1.09634e+13 2.47237e+13 1.47466e+13 1.07654e+13 1.43633e+13 1.41025e+13 3.92298e+13 1.57707e+13 1.26102e+13 1.60139e+13 1.02113e+13 1.74666e+13 3.54755e+13 1.62248e+13 1.68279e+13 1.73614e+13 1.50217e+13
threshold=91.398302750000013 46.010000000000012 91.910414550000013 56.197733450000008 92.896330950000007 56.281985950000006 47.815000000000005 1.5000000000000002 5.5000000000000009 48.510000000000012 78.010000000000005 3.5000000000000004 6.5000000000000009 1.5000000000000002 33.395000000000003 6.5000000000000009 56.143542450000005 6.5000000000000009 23.500000000000004 1.5000000000000002 9.5000000000000018 5.5000000000000009 3.5000000000000004 7.5000000000000009 6.5000000000000009 91.050000000000011 79.010000000000005 61.785186750000001 99.555000000000021 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 16 -5 -6 -7 8 12 -10 -9 -12 -8 14 -2 -16 -3 21 19 20 -19 22 -18 24 26 -26 -13 28 -28 -29
right_child=1 3 -4 4 5 6 7 10 9 -11 11 23 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-12.969434022350237 -500.58048311984379 1352.8736885550888 -983.36140555011434 16884.753235895067 -16730.062444939544 18711.585014187072 -30240.828896859977 216.44781505762981 -131683.022390625 -6083.2985329861112 1167.0450657374422 -70580.545257675447 37423.091329823372 -1010.5055041262038 28526.582588710906 9452.1328018522236 -2607.5852459432408 47991.677982088419 -11608.55494453862 16357.794548152044 135701.587347561 -69335.29727734375 47815.244267939182 -2291.2609253562177 -4738.2146701388892 -145125.6456814236 -18833.576514218461 -4930.05451678793 -98845.493727022069 71496.322540283203
leaf_weight=4176165 1768 68509 57227 420 995 381 52 5949 50 45 568 57 46 2294 628 1143 558 41 106 429 41 25 71 193 36 36 134 131 34 32
leaf_count=4176165 1768 68509 57227 420 995 381 52 5949 50 45 568 57 46 2294 628 1143 558 41 106 429 41 25 71 193 36 36 134 131 34 32
internal_value=0 381.429 -487.781 1075.79 -2324.16 -3247.34 -1514.99 -2561.62 -34761.5 -72188.4 -1694.88 -11007.3 1519.79 4374.31 7864.78 16216 1522.05 10641.1 21585.8 28471.5 91846.6 315.699 3084.02 -21596.9 -29696.9 -74931.9 -21302.8 -12816.9 -35026.5 10073.9
internal_weight=0 141999 63060 78939 9159 8739 7744 7363 193 95 7170 1221 98 5833 3539 1771 69780 1271 617 511 82 654 629 653 460 72 388 331 168 163
internal_count=4318164 141999 63060 78939 9159 8739 7744 7363 193 95 7170 1221 98 5833 3539 1771 69780 1271 617 511 82 654 629 653 460 72 388 331 168 163
is_linear=0
shrinkage=0.1


Tree=1750
num_leaves=31
num_cat=0
split_feature=5 5 1 4 0 1 1 4 3 1 6 1 4 1 0 0 3 1 1 6 0 0 1 0 0 3 5 1 0 2
split_gain=2.17277e+12 1.78387e+13 3.26424e+13 5.38375e+13 4.19444e+13 3.92509e+13 4.45365e+13 1.32666e+14 3.65611e+13 4.24178e+13 3.16272e+13 5.27636e+13 4.56598e+13 3.15157e+13 5.62777e+13 4.87935e+13 1.02189e+14 3.07821e+13 3.54366e+13 9.21862e+13 7.61037e+13 8.53253e+13 5.9053e+13 7.07652e+13 5.16531e+13 1.27956e+14 6.41452e+13 5.15467e+13 6.96667e+13 6.88326e+13
threshold=64.020000000000024 66.040000000000006 37.889331900000009 2.5000000000000004 53.973051950000006 82.91993380000001 82.871296800000025 3.5000000000000004 20.500000000000004 82.940215400000014 1.5000000000000002 37.914142000000005 2.5000000000000004 82.966612450000014 55.099723300000008 55.012873400000011 8.5000000000000018 37.832345550000007 37.39371280000001 1.5000000000000002 55.628356700000005 55.762622900000004 30.468306550000005 59.834458500000004 55.56564190000001 16.500000000000004 65.905000000000015 37.582182450000005 55.946414150000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 -8 9 -7 11 -4 -13 14 15 16 -11 18 19 -5 24 -22 23 -21 -20 -26 -27 28 -23 -29
right_child=1 -3 5 17 -6 8 7 -9 -10 13 -12 12 -14 -15 -16 -17 -18 -19 20 22 21 27 -24 -25 25 26 -28 29 -30 -31
leaf_value=37.608028709389536 -16348.695340157956 19.069097003006554 78740.054508673289 28866.76345743319 434.01774115127409 -25002.365018296103 14316.378795040706 234353.46183035715 -20266.71871691593 -70207.610817708337 -662.14260935002312 1808.4476006376274 19805.695081229904 -4078.3570922752187 -15065.426333328121 40533.358976807009 24968.536770126848 10492.716467743379 -10574.055765009987 10207.34496585265 -51911.53369559424 -50097.810934129229 -785.2096923750637 -34976.539034509013 8231.667986228249 302648.01015625003 60161.32 38051.425770970396 53769.956077122049 -20991.050605737881
leaf_weight=3370694 1636 842863 97 656 16595 845 1281 28 1426 150 50627 8928 1674 9789 605 671 455 666 1440 453 1026 507 2363 1476 264 24 20 323 74 508
leaf_count=3370694 1636 842863 97 656 16595 845 1281 28 1426 150 50627 8928 1674 9789 605 671 455 666 1440 453 1026 507 2363 1476 264 24 20 323 74 508
internal_value=0 -133.793 -1365.47 -4285.17 -1072.02 -296.703 771.409 19023.1 -5095.58 -3366.94 381.829 5321.84 4650.12 -1800.36 10054.7 21965.1 1371.14 -10262.6 -11776 -6046.95 -18547.9 -29965 -11383.2 -24365.7 -2623.97 34545.3 192427 -14018 -36868.5 1958.07
internal_weight=0 947470 104607 28031 18231 76576 62635 1309 13941 12515 61326 10699 10602 11670 1881 1276 605 9800 9134 4948 4186 2438 4292 1929 1748 308 44 1412 581 831
internal_count=4318164 947470 104607 28031 18231 76576 62635 1309 13941 12515 61326 10699 10602 11670 1881 1276 605 9800 9134 4948 4186 2438 4292 1929 1748 308 44 1412 581 831
is_linear=0
shrinkage=0.1


Tree=1751
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 1 5 5 1 1 1 3 0 1 1 1 0 1 3 4 2 5 1 5 3 5 2 3 2
split_gain=2.13928e+12 1.12459e+13 6.44109e+13 4.26311e+13 4.82249e+13 3.23562e+13 7.00359e+13 3.92681e+13 3.36687e+13 3.05698e+13 3.70083e+13 2.93384e+14 3.34903e+14 2.14145e+14 4.87391e+13 1.30312e+14 5.98478e+13 7.76528e+13 5.42141e+13 6.99787e+13 5.28569e+13 6.83744e+13 4.82906e+13 4.31843e+13 4.04292e+13 5.10089e+13 4.14141e+13 3.89995e+13 2.07473e+14 3.70095e+13
threshold=45.098908000000009 46.672631750000008 20.500000000000004 34.359746700000009 72.705000000000013 38.950530550000003 38.959914000000005 114.05000000000001 57.995000000000012 47.981192400000005 39.666208800000007 39.630124250000001 3.5000000000000004 45.254062050000009 39.110397700000007 39.143775600000005 39.011252750000004 45.133160800000006 39.007683500000006 7.5000000000000009 3.5000000000000004 2.5000000000000004 71.00500000000001 38.984911950000004 59.245000000000012 3.5000000000000004 92.035000000000011 11.500000000000002 14.500000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 -4 10 11 14 -13 -14 16 22 17 20 19 23 -5 -22 -16 -19 -18 -26 -27 -24 -29 -23
right_child=1 -3 5 9 -6 6 7 -9 -10 -11 -12 12 13 -15 15 -17 24 18 -20 -21 21 29 27 -25 25 26 -28 28 -30 -31
leaf_value=182.97299149521834 18014.955774160535 -4.0032199049516572 25926.078027343752 3984.8179367454936 124727.14259008291 -37204.732959675341 23428.691094209436 165075.02613281249 118810.9273803711 13204.934460430468 -7766.0551997225157 -10807.43953347181 -26919.529606119795 226630.82878979039 22336.37516492778 -6896.7748381030724 -5519.372678102859 -5113.7715460223935 36386.552493682277 -14471.430770235018 7557.4451207602897 179234.55288194446 46203.260145749329 8577.0351188048407 15162.419178678203 -22866.084327575561 -95841.776253858028 383010.19782608701 42687.719053819448 60883.164862060548
leaf_weight=556621 312 3695737 100 16139 49 212 914 20 64 1302 10271 189 42 161 781 1687 13481 7528 312 5879 164 45 279 3320 358 1948 81 23 81 64
leaf_count=556621 312 3695737 100 16139 49 212 914 20 64 1302 10271 189 42 161 781 1687 13481 7528 312 5879 164 45 279 3320 358 1948 81 23 81 64
internal_value=0 -27.0758 -1322.85 -1768.73 32499.4 20629.3 14684 26461.8 62173.8 -1961.62 -2275.9 -1203.08 84985.6 174172 -1850.69 10862 -2585.58 -186.338 -4914.94 -5685.31 4722.91 48357.1 36600 -923.739 -7643.36 -19638.9 -25779.4 65685.8 117951 109744
internal_weight=0 3.76154e+06 65806 64496 361 1310 1146 934 164 64135 62833 52562 392 203 52170 2851 49319 33451 17039 16727 16412 273 1164 10848 15868 2387 2029 383 104 109
internal_count=4318164 3761543 65806 64496 361 1310 1146 934 164 64135 62833 52562 392 203 52170 2851 49319 33451 17039 16727 16412 273 1164 10848 15868 2387 2029 383 104 109
is_linear=0
shrinkage=0.1


Tree=1752
num_leaves=31
num_cat=0
split_feature=3 3 1 1 5 5 1 1 1 0 5 1 1 5 0 3 5 5 5 3 0 0 5 0 3 0 1 5 1 0
split_gain=2.30066e+12 2.02895e+13 4.47964e+13 1.3293e+14 9.56534e+13 1.42747e+14 7.56179e+13 1.97771e+14 7.44978e+13 7.35015e+13 7.1812e+13 6.58843e+13 8.17934e+13 8.12743e+13 6.03277e+13 5.37673e+13 5.79525e+13 4.98556e+13 4.82049e+13 4.60633e+13 8.16971e+13 8.7934e+13 4.94759e+13 4.45463e+13 4.32427e+13 4.54655e+13 7.99473e+13 7.07393e+13 4.25968e+13 4.20906e+13
threshold=19.500000000000004 22.500000000000004 60.628582700000003 60.58031445000001 104.75000000000001 114.05000000000001 49.073956850000009 49.111504200000006 60.601268000000012 56.819808050000006 99.555000000000021 82.902675200000019 82.907204800000002 48.910000000000004 55.046835900000012 20.500000000000004 52.405000000000008 86.810000000000016 118.33500000000002 21.500000000000004 56.758269450000007 55.820531900000013 110.05000000000001 55.812836050000008 21.500000000000004 55.160271200000004 65.58467570000002 97.050000000000011 65.610478850000007 58.000519000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 8 -6 -2 15 9 -5 -10 13 14 -4 -13 18 -17 -11 -8 20 21 -9 29 -20 -15 27 -27 -26 -28 -21
right_child=1 -3 11 4 5 -7 7 19 10 17 -12 12 -14 24 -16 16 -18 -19 23 22 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=26.641035894344455 -1618.0350152836518 189.27750786501008 -2158.7280274673085 23701.349892874056 286555.52519531251 47233.18366849923 33043.124500932368 12926.174247215104 13671.706653880556 91656.719684709824 -126727.43137019231 131237.30906619513 -2017.2873296078983 -27164.335725928478 24237.352841103144 38623.328148098946 99838.434533872249 246394.11649305557 12545.82165214343 -5064.6623238352868 -7627.9255908354144 76022.867177568856 -56448.331459037174 -152776.6447544643 10383.850101902175 -30048.631211790474 126403.19174623844 160490.53443008816 2982.8797211745691 66500.745498511911
leaf_weight=3810546 107805 368079 3958 165 36 81 580 3446 553 91 39 74 11102 3392 183 362 270 27 39 3798 2132 236 185 28 161 561 54 39 58 84
leaf_count=3810546 107805 368079 3958 165 36 81 580 3446 553 91 39 74 11102 3392 183 362 270 27 39 3798 2132 236 185 28 161 561 54 39 58 84
internal_value=0 -199.987 -1226.8 -502.879 35951.7 120871 -806.858 7029.06 24596.8 66799 4422.44 -5661.43 -726.202 -12478.8 55046.7 44030.2 64775.4 127063 23765.9 2239.63 7950.16 16970.4 -5923.89 -56544.2 -22056 -2207.99 -14648.6 39654.7 62489.1 -3516.11
internal_weight=0 507618 139539 119957 992 117 118965 11160 875 283 592 19582 11359 8223 257 1279 632 118 647 9881 5814 3682 4067 67 4265 873 673 200 112 3882
internal_count=4318164 507618 139539 119957 992 117 118965 11160 875 283 592 19582 11359 8223 257 1279 632 118 647 9881 5814 3682 4067 67 4265 873 673 200 112 3882
is_linear=0
shrinkage=0.1


Tree=1753
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 1 5 0 1 1 3 0 5 1 5 3 4 1 1 5 5 5 0 3 1 3 1 3 1 3
split_gain=2.17563e+12 1.03901e+13 4.52534e+13 4.87059e+13 7.81386e+13 5.34205e+13 7.82519e+13 3.14524e+13 1.21553e+14 4.71489e+13 4.86679e+13 4.59586e+13 7.72399e+13 6.79313e+13 5.4197e+13 4.57415e+13 7.17734e+13 7.2258e+13 5.84803e+13 7.10279e+13 7.28116e+13 6.41709e+13 1.09491e+14 6.42176e+13 7.88891e+13 5.02495e+13 6.01742e+13 5.47319e+13 8.49504e+13 4.92606e+13
threshold=96.015000000000015 55.762622900000004 55.784980300000008 37.417247200000006 6.5000000000000009 37.362912300000012 132.05000000000004 55.349623500000007 37.275078000000001 37.314272700000011 4.5000000000000009 55.708120100000009 105.35000000000001 37.214886200000009 101.05000000000001 20.500000000000004 2.5000000000000004 37.597123000000003 37.855187800000003 177.02500000000003 110.05000000000001 104.75000000000001 55.74310830000001 12.500000000000002 37.615058950000012 16.500000000000004 38.233559750000005 17.500000000000004 37.944765900000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 6 -6 -2 11 10 -10 12 13 -9 -13 16 17 -11 19 20 21 -18 23 -23 -25 29 27 -27 -29 -20
right_child=1 2 -4 -5 5 -7 -8 8 9 15 -12 14 -14 -15 -16 -17 18 -19 25 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=13.445285606167026 -345.16418624141528 143323.26956597224 -932.14615980137773 -24532.360025705668 -93608.072944623171 63899.41136801277 104641.72584134615 -23209.512935263425 -85333.965285326092 53137.464760246832 67545.584252485802 -87541.84583333334 -68390.776568556204 84392.641995102618 57701.027540746232 -6052.0246855547466 26783.366609641977 -63962.63330100022 37602.019835069448 -77915.14458747633 51217.696422679626 57037.525393562035 -185071.64589285714 -59910.617408003382 43496.344895921313 24989.645655218163 70963.33579806624 558.13833984375003 -218846.82425000003 -5590.3931644099903
leaf_weight=4168594 80172 45 58067 1429 85 71 26 472 23 69 220 33 387 67 116 1737 1529 223 297 66 869 133 35 220 111 371 232 60 25 2380
leaf_count=4168594 80172 45 58067 1429 85 71 26 472 23 69 220 33 387 67 116 1737 1529 223 297 66 869 133 35 220 111 371 232 60 25 2380
internal_value=0 -374.727 -1397 -17697.1 25332.2 -3841.45 -47171.2 304.8 5690.73 9653.63 53075.5 -26012.4 -34306.5 -9834.11 25533.1 8391.03 12180.7 -36291.7 14417.4 24662.1 26999 16621.3 -14516.5 -1651.4 -25233.4 5396.62 29501.4 8406.75 -63972.7 -798.407
internal_weight=0 149570 59723 1656 227 182 111 89847 9675 8600 243 1075 926 539 149 8357 6620 292 6328 2963 2897 2028 499 464 331 3365 688 456 85 2677
internal_count=4318164 149570 59723 1656 227 182 111 89847 9675 8600 243 1075 926 539 149 8357 6620 292 6328 2963 2897 2028 499 464 331 3365 688 456 85 2677
is_linear=0
shrinkage=0.1


Tree=1754
num_leaves=31
num_cat=0
split_feature=5 1 1 3 0 0 3 0 0 0 1 4 4 1 1 0 0 0 0 2 4 0 0 3 1 1 4 1 1 2
split_gain=2.3869e+12 4.72793e+12 2.07767e+13 1.50836e+13 1.66769e+13 2.78287e+13 1.78557e+13 1.64687e+13 1.07773e+13 1.07016e+13 7.74805e+12 2.62165e+13 2.68824e+13 1.32141e+13 9.09696e+12 5.22283e+12 4.89668e+13 2.53888e+13 9.07464e+12 3.69761e+13 1.23526e+13 1.18138e+13 4.95318e+13 2.58631e+13 1.79084e+13 2.95842e+13 1.88977e+13 1.02252e+13 1.40469e+13 1.67927e+13
threshold=225.45000000000002 30.425002000000003 30.388336800000001 8.5000000000000018 59.916647550000008 59.609407350000005 5.5000000000000009 59.932719750000011 54.736324100000012 60.017447350000005 37.098288800000006 4.5000000000000009 3.5000000000000004 37.314272700000011 37.342273500000012 55.046835900000012 55.014086100000007 55.061033200000004 55.212972300000011 2.5000000000000004 2.5000000000000004 55.745923000000012 55.762622900000004 16.500000000000004 50.888703650000004 39.047276750000002 1.5000000000000002 37.475443250000005 37.944765900000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -6 -5 -2 -9 11 12 -3 -12 -15 16 -16 -17 19 -19 -21 23 -23 24 25 26 -20 -24 29 -29
right_child=1 10 -4 7 6 -7 -8 9 -10 -11 13 -13 -14 14 15 17 -18 18 21 20 -22 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.3368947495761954 -66755.422187500008 33515.604292224707 -99819.926009114599 101438.66560937501 63409.865670955885 -154804.64358398438 -50673.526766304349 -51396.343601190478 32638.612955729172 50813.016035156252 -57142.916261085309 129492.95204613096 -88501.985139266311 59695.36990966797 1823.9661453362439 100179.1366884429 -98117.123219726564 132153.19687499999 -74545.161574074082 62062.730646306823 -26152.617674067984 146519.67007763672 74617.755625000005 -106396.45514042297 39802.978769531255 -138131.343046875 24764.647301136367 -85698.379481907905 5941.4703241917523 11809.64940814394
leaf_weight=4313902 20 84 24 25 34 20 23 21 24 20 37 21 23 28 2513 29 50 28 27 22 57 25 20 29 60 20 66 38 841 33
leaf_count=4313902 20 84 24 25 34 20 23 21 24 20 37 21 23 28 2513 29 50 28 27 22 57 25 20 29 60 20 66 38 841 33
internal_value=0 2365.35 -12228.5 -986.773 -21962.2 -56998 17376.2 37468.2 -12540.5 -1538.12 3125.49 27336.9 7287.52 2335.51 2901.83 2489.64 -125.723 7665.85 5546.66 33410.9 -1586.32 2974.21 7612.65 -19001 -4350.87 -27795.4 -4067.23 3886.6 2335.48 -40377.7
internal_weight=0 4262 211 187 121 64 57 66 44 41 4051 128 107 3923 3886 3858 2563 1295 1266 107 79 1159 957 202 173 113 93 932 912 71
internal_count=4318164 4262 211 187 121 64 57 66 44 41 4051 128 107 3923 3886 3858 2563 1295 1266 107 79 1159 957 202 173 113 93 932 912 71
is_linear=0
shrinkage=0.1


Tree=1755
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 6 0 0 0 3 0 2 3 3 5 2 5 5 0 1 5 3 6 0 3 1 3 0 3 0
split_gain=2.06843e+12 3.50799e+13 9.1073e+13 1.41167e+14 1.08619e+14 1.10494e+14 1.41042e+14 1.02492e+14 1.43841e+14 1.29878e+14 1.12607e+14 1.6932e+14 1.85435e+14 1.60816e+14 1.35317e+14 1.25962e+14 2.20418e+14 1.17338e+14 1.0683e+14 1.06787e+14 1.3704e+14 1.20169e+14 1.13624e+14 1.52097e+14 1.3632e+14 1.02435e+14 2.62511e+14 2.40068e+14 2.69365e+14 2.15669e+14
threshold=37.457850350000008 37.516458750000005 55.576287050000012 55.619594000000006 17.500000000000004 1.5000000000000002 55.455204450000004 55.68356880000001 55.793358600000012 4.5000000000000009 55.777112100000004 14.500000000000002 8.5000000000000018 12.500000000000002 83.010000000000005 6.5000000000000009 69.610000000000014 37.505000000000003 55.645049100000001 37.487839250000007 93.00500000000001 6.5000000000000009 1.5000000000000002 55.674875350000008 20.500000000000004 37.475443250000005 19.500000000000004 55.851332700000007 15.500000000000002 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -7 9 10 -5 13 12 -12 15 -14 -9 -17 -15 -11 20 22 -21 24 -24 -20 26 27 28 -10 -28
right_child=1 -3 3 7 5 6 -8 8 25 18 11 -13 14 17 -16 16 -18 -19 19 21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=156.86429946322966 4323.8223506937638 12.307339322290749 -30247.697983178543 -227348.01214334241 -32340.383447405064 -18205.399424138515 42660.382415402819 -18666.144604593916 -34097.900122522427 -9284.9678557736752 19610.48332500078 14825.740157406784 -51082.805321332627 31868.205548151869 44293.938838929585 -59136.586133935773 -343554.62494612072 -5387.6847211772292 320174.8909722222 106193.93959378585 -185175.70024038464 -2468.4059000220286 49624.408570551474 -48438.186094263983 82028.540240840826 -3517.9546493610706 125041.80592975298 17565.624124892678 -265382.16271929827 7762.9652641269049
leaf_weight=703633 24816 3547437 2165 23 1740 1054 596 1800 432 1693 502 783 2832 978 157 451 29 6234 27 109 26 1535 944 190 219 15178 358 1887 57 279
leaf_count=703633 24816 3547437 2165 23 1740 1054 596 1800 432 1693 502 783 2832 978 157 451 29 6234 27 109 26 1535 944 190 219 15178 358 1887 57 279
internal_value=0 -30.5364 -2295.8 -5433.53 2030.23 -14759.6 3780.06 -3970.62 -6010.8 9709.25 -13723.1 -27201.5 -36627.9 -7654.07 -46073.1 -30803.8 -76320.2 -335.513 10858.8 22040.2 42273.5 4736.09 46558.8 33194.2 108167 -174.56 16667.8 1384.37 -61057.4 73674.8
internal_weight=0 3.61453e+06 67094 38888 28206 3390 1650 36723 31957 4766 13766 4274 3491 9492 2989 2280 480 7212 4743 3050 1406 1644 1380 1134 246 18191 3013 2376 489 637
internal_count=4318164 3614531 67094 38888 28206 3390 1650 36723 31957 4766 13766 4274 3491 9492 2989 2280 480 7212 4743 3050 1406 1644 1380 1134 246 18191 3013 2376 489 637
is_linear=0
shrinkage=0.1


Tree=1756
num_leaves=31
num_cat=0
split_feature=2 3 5 1 1 0 1 3 3 5 4 1 2 1 2 0 5 5 2 1 5 0 1 1 0 0 5 0 1 5
split_gain=2.05932e+12 1.77569e+13 2.68862e+13 4.35722e+13 8.595e+13 1.00745e+14 7.33153e+13 5.64446e+13 4.21841e+13 4.76665e+13 3.91759e+13 3.53831e+13 3.45788e+13 3.58531e+13 3.33438e+13 3.06864e+13 4.92364e+13 5.8411e+13 2.65296e+13 2.64506e+13 2.58528e+13 3.03113e+13 2.77815e+13 5.56507e+13 3.90451e+13 3.28986e+13 3.09339e+13 2.94807e+13 5.12116e+13 3.74408e+13
threshold=5.5000000000000009 7.5000000000000009 79.730000000000018 82.902675200000019 65.520339550000017 57.157092150000004 65.58467570000002 6.5000000000000009 6.5000000000000009 142.05000000000004 3.5000000000000004 30.278357500000002 6.5000000000000009 30.332994000000003 6.5000000000000009 59.990816400000007 120.05000000000001 92.035000000000011 9.5000000000000018 30.370618100000005 161.85000000000002 45.022371150000005 56.135466100000009 60.601268000000012 55.74310830000001 43.592450450000008 118.33500000000002 56.301440000000007 37.692869000000009 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 4 11 6 -6 10 9 -8 -5 -4 -13 15 -10 16 17 -14 -2 -15 22 -22 24 -24 25 -21 -27 28 -26 -29
right_child=1 -3 3 7 5 -7 8 -9 14 -11 -12 12 13 19 -16 -17 -18 -19 -20 20 21 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=-59.449747241211448 -1202.5852144940693 117.85181996286508 19657.723362151017 -25982.917924904337 -118699.42820060485 187241.39029381797 178503.96270032052 -66387.199119713448 -98565.737000000008 17752.067946428575 68799.558480342748 -6620.9952643338447 -69955.616294642852 69794.752213541666 52643.774062500001 16061.554653320314 2748.3809765625001 -305814.78422619047 44109.670581054692 -65007.086980960885 137378.3321875 -11095.739985795455 110472.47902644231 -56389.022722942071 -196876.69939024391 9993.9619055397725 -62083.1923828125 -63726.924184137657 -57552.87276710305 89438.723242187509
leaf_weight=2480138 21283 1811470 394 147 31 46 39 283 25 35 62 3098 21 30 35 20 20 21 130 127 20 44 39 41 41 275 76 79 74 20
leaf_count=2480138 21283 1811470 394 147 31 46 39 283 25 35 62 3098 21 30 35 20 20 21 130 127 20 44 39 41 41 275 76 79 74 20
internal_value=0 80.2184 -2486.88 -8979.41 -5985.73 56373.4 19889 -37279.5 51950.5 102473 2134.37 -8949.19 -11734.9 -28446.9 -10360.2 -91646.1 -126390 -187885 -927.491 -22462.7 -25773.4 35302.4 -30836.7 24956 -37286.7 -21393.1 -5612.49 -72787.4 -107225 -32784.4
internal_weight=0 1.83803e+06 26556 5143 4651 211 165 492 134 74 209 4440 4046 948 60 82 62 42 21413 866 836 64 772 80 692 478 351 214 115 99
internal_count=4318164 1838026 26556 5143 4651 211 165 492 134 74 209 4440 4046 948 60 82 62 42 21413 866 836 64 772 80 692 478 351 214 115 99
is_linear=0
shrinkage=0.1


Tree=1757
num_leaves=31
num_cat=0
split_feature=2 0 3 5 0 1 3 1 4 0 5 0 5 0 0 1 0 5 5 5 5 5 6 3 3 2 6 0 1 5
split_gain=2.15985e+12 1.91276e+13 4.69376e+13 2.4866e+13 2.66916e+13 2.27962e+13 5.196e+13 4.46631e+13 3.49869e+13 2.68461e+13 3.84124e+13 3.35038e+13 2.57818e+13 2.36251e+13 5.10564e+13 4.04395e+13 1.0555e+14 3.83446e+13 3.57898e+13 2.51137e+13 2.34853e+13 2.26364e+13 2.83922e+13 2.00567e+13 4.48303e+13 3.46572e+13 1.87869e+13 1.85942e+13 2.69291e+13 4.68681e+13
threshold=19.500000000000004 59.896318000000008 22.500000000000004 37.005000000000003 59.904813200000007 30.410108300000001 23.500000000000004 30.425002000000003 3.5000000000000004 59.982527000000012 55.005000000000003 59.950068600000009 63.855000000000011 60.017447350000005 60.003414000000006 30.259484550000003 60.029906750000002 49.010000000000012 104.75000000000001 80.815000000000012 35.505000000000003 92.035000000000011 1.5000000000000002 24.500000000000004 25.500000000000004 22.500000000000004 1.5000000000000002 59.820733200000006 30.332994000000003 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 -3 -5 6 8 26 20 10 -8 12 -12 14 21 -15 18 -16 23 -18 -4 22 -11 25 -25 -17 -7 -2 -29 -30
right_child=1 2 5 4 -6 7 9 -9 -10 13 11 -13 -14 15 17 16 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=10.861927114312557 -239.48131090526476 -1784.2266270945902 -14337.737851078256 -68119.211791823822 -22143.994989918589 -39128.319728190101 -1781.8884468330134 -5873.9366851117593 147963.22350260417 -17666.737804470173 -60972.862980872851 -112807.13019886364 -5706.3597327506195 -11626.237388037023 10315.499365234376 40839.971381971576 3496.2907008846191 70167.634371076318 184096.46745923915 -20527.186466284184 35432.992422722244 -62403.471221051906 21145.414782891759 -17223.321250000001 88849.872677083345 167508.90082465278 -115513.02593368903 -5642.7767616395213 7563.49103814725 51306.351342406313
leaf_weight=4218655 79908 529 121 145 978 150 728 3521 24 346 145 55 202 2429 205 54 3355 224 23 500 438 56 414 85 75 36 41 1362 3094 266
leaf_count=4218655 79908 529 121 145 978 150 728 3521 24 346 145 55 202 2429 205 54 3355 224 23 500 438 56 414 85 75 36 41 1362 3094 266
internal_value=0 -460.488 -3767.03 -19659.8 -28080.2 -1782.09 810.896 -8428.72 29735.7 -1077.05 -15482.6 -40293.9 -28800.4 1009.37 13637.9 -1388.44 4635.69 41567 64724 380.405 24659.7 -1045.45 3475.67 53741.7 32498.5 91507.5 -55525 120.844 6218.44 11026.5
internal_weight=0 99509 14879 1652 1123 13227 9515 3712 583 8932 1130 402 347 7802 1245 6557 4128 429 273 3855 559 816 760 250 160 90 191 84630 4722 3360
internal_count=4318164 99509 14879 1652 1123 13227 9515 3712 583 8932 1130 402 347 7802 1245 6557 4128 429 273 3855 559 816 760 250 160 90 191 84630 4722 3360
is_linear=0
shrinkage=0.1


Tree=1758
num_leaves=31
num_cat=0
split_feature=3 0 5 3 1 4 4 3 1 5 1 5 5 1 5 0 5 0 1 1 5 3 0 2 0 0 2 3 5 1
split_gain=2.057e+12 1.22476e+13 2.30729e+13 3.25022e+13 3.29256e+13 2.79846e+13 2.52505e+13 3.90077e+13 2.94175e+13 4.51824e+13 2.77193e+13 2.65929e+13 2.36206e+13 2.14235e+13 2.102e+13 2.05407e+13 2.22788e+13 2.13071e+13 2.04576e+13 3.3363e+13 2.18991e+13 2.34924e+13 2.04809e+13 2.20398e+13 1.85474e+13 4.55768e+13 4.07089e+13 3.14662e+13 2.93834e+13 2.81233e+13
threshold=28.500000000000004 55.695992150000002 62.710000000000008 31.500000000000004 40.247294600000011 1.5000000000000002 2.5000000000000004 30.500000000000004 37.516458750000005 71.00500000000001 50.158868250000005 75.015000000000015 67.990000000000023 56.022377500000012 72.705000000000013 55.674875350000008 120.05000000000001 54.484631300000011 37.582182450000005 37.475443250000005 30.405000000000005 30.500000000000004 55.664473600000008 18.500000000000004 55.701368300000006 55.708120100000009 15.500000000000002 33.500000000000007 46.010000000000012 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -5 -4 7 10 9 -9 12 -10 -7 15 -14 16 17 -8 19 -2 -20 -22 23 -21 26 -26 27 29 -28 -3
right_child=1 24 5 4 -6 6 13 8 11 -11 -12 -13 14 -15 -16 -17 -18 -19 20 22 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=6.2278196999752717 33722.696179496954 -91352.712846569557 -78396.91809895834 5255.8726086663273 -35597.089491810089 194722.48035714286 -58251.622771139715 12669.212221679689 16116.207212418778 -165749.04403409094 -17225.511624999999 87308.643003627236 35331.164420572917 65969.809172453708 146972.58557692307 27428.053665811145 83527.841323649103 -1122.6257041553183 -42441.92449519231 -10357.219180191147 -6699.0258265731773 32836.349999720966 -116234.65188577588 -49347.886191771628 84331.026478232117 -1516.8513084257702 -24317.699803292413 -11351.473007243954 19596.262878467194 -25819.296167181445
leaf_weight=4283289 82 133 36 4202 207 21 68 40 832 22 25 56 48 54 26 277 30 1635 130 286 734 189 29 294 62 24288 245 292 403 129
leaf_count=4283289 82 133 36 4202 207 21 68 40 832 22 25 56 48 54 26 277 30 1635 130 286 734 189 29 294 62 24288 245 292 403 129
internal_value=0 -764.89 2337.55 -1233.2 3337.85 9268.41 10275.4 22742 15956.1 -50640.5 76464.3 20605.8 101120 3812.58 74556.5 2142.69 -1898.89 -3403.76 -12789.3 -26159.2 -4015.64 1396.52 -34222.1 -30121.5 -1896.86 -1298.27 -14023.1 -33926.4 2992.99 -59086.3
internal_weight=0 34875 9323 6153 4409 3170 3134 1070 950 62 120 888 95 2064 74 2010 1733 1703 1744 691 1053 923 609 580 25552 24350 1202 554 648 262
internal_count=4318164 34875 9323 6153 4409 3170 3134 1070 950 62 120 888 95 2064 74 2010 1733 1703 1744 691 1053 923 609 580 25552 24350 1202 554 648 262
is_linear=0
shrinkage=0.1


Tree=1759
num_leaves=31
num_cat=0
split_feature=4 3 3 5 5 0 5 1 0 3 3 1 2 5 0 5 0 2 5 1 2 5 4 1 1 1 5 0 0 2
split_gain=2.04818e+12 1.08939e+13 2.59337e+13 1.68068e+13 4.05214e+13 6.87278e+13 2.55678e+13 3.92084e+13 1.83653e+13 1.29594e+13 2.36176e+13 2.63261e+13 2.37733e+13 2.2448e+13 1.81592e+13 5.96758e+13 4.98629e+13 7.18148e+13 6.05751e+13 2.90197e+13 2.88121e+13 2.17243e+13 2.22569e+13 2.3197e+13 1.99605e+13 5.91196e+13 8.28376e+13 6.79806e+13 5.88018e+13 5.27758e+13
threshold=4.5000000000000009 25.500000000000004 24.500000000000004 81.00500000000001 137.05000000000004 55.885524800000006 161.85000000000002 82.945329900000004 55.924336300000007 19.500000000000004 18.500000000000004 36.761894450000007 17.500000000000004 93.00500000000001 59.950068600000009 54.990000000000002 59.916647550000008 8.5000000000000018 79.730000000000018 30.278357500000002 2.5000000000000004 114.05000000000001 5.5000000000000009 30.362552800000003 37.342273500000012 30.315880100000005 177.02500000000003 59.846652800000008 59.755965500000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -5 8 -8 -6 10 14 -12 -13 -11 16 -16 24 18 -18 -20 -21 -22 -23 -24 25 27 28 -2 -27 -30
right_child=1 -3 3 4 6 -7 7 -9 -10 13 11 12 -14 -15 15 -17 17 -19 19 20 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-3.97986147232454 -6835.4408537443705 -44496.343554687504 -49951.179761904765 248900.41537661344 -110528.35532670455 26373.57831612723 9592.7943937059863 159824.1133152174 11565.454743303571 -73615.640254237296 154625.84710937503 65412.473865327382 -67052.423066406263 -7147.0423449240106 157249.5587109375 -17627.436648491079 179603.11769701086 190995.78575000001 -28493.644494253305 51687.771003098635 48008.275630252101 -16187.0405149695 53172.819690583885 -39899.986361607145 1604.1225062726737 -24376.462872897442 44621.40270427044 78670.56306488275 -192221.23781250001 -61767.052372056169
leaf_weight=4303792 333 52 21 23 22 35 71 23 28 59 20 42 20 366 20 802 23 25 130 237 119 292 114 35 10507 513 133 129 40 138
leaf_count=4303792 333 52 21 23 22 35 71 23 28 59 20 42 20 366 20 802 23 25 130 237 119 292 114 35 10507 513 133 129 40 138
internal_value=0 1191.8 1357.7 35193.1 44044.7 114617 15619.8 46351.5 -42155.8 822.461 1357.03 54863.3 22681.9 -16374.4 1034.19 -13372.5 1961.69 23695.6 19292.9 15315.4 22461.2 10092.1 -139.261 31310.1 164.813 -11594.8 -27649.5 17039.6 -41559.8 -91082.6
internal_weight=0 14372 14320 223 202 58 144 94 50 14097 13672 82 62 425 13590 822 12768 975 950 927 797 560 441 149 11793 1286 824 462 691 178
internal_count=4318164 14372 14320 223 202 58 144 94 50 14097 13672 82 62 425 13590 822 12768 975 950 927 797 560 441 149 11793 1286 824 462 691 178
is_linear=0
shrinkage=0.1


Tree=1760
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 3 5 5 0 0 0 1 5 5 5 5 0 3 2 5 2 1 3 3 0 5 0 0 5
split_gain=2.03535e+12 2.31061e+13 6.63917e+13 1.87754e+14 1.46341e+14 1.19521e+14 1.14549e+14 1.12579e+14 2.06701e+14 9.7438e+13 9.6777e+13 9.36294e+13 2.15966e+14 1.80177e+14 1.947e+14 1.43849e+14 9.9381e+13 9.31625e+13 1.38237e+14 1.06899e+14 9.90289e+13 1.04534e+14 8.70134e+13 2.04003e+14 8.42019e+13 1.67719e+14 1.4157e+14 1.39869e+14 1.12141e+14 1.28899e+14
threshold=37.615058950000012 37.516458750000005 55.551692500000009 55.591389050000011 29.500000000000004 51.015000000000008 8.5000000000000018 70.00500000000001 79.730000000000018 55.784980300000008 55.56564190000001 55.708120100000009 37.559851850000008 32.355000000000011 86.810000000000016 31.990000000000006 27.010000000000002 55.769960200000007 6.5000000000000009 5.5000000000000009 61.020000000000003 2.5000000000000004 37.597123000000003 6.5000000000000009 17.500000000000004 55.885524800000006 37.75500000000001 56.197733450000008 55.795550600000006 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 9 10 -9 11 -7 22 17 15 -15 16 -14 19 -19 -13 21 -20 -5 -24 25 26 -8 -27 -28 -30
right_child=-2 2 3 6 -6 7 24 8 -10 -11 -12 12 13 14 -16 -17 -18 18 20 -21 -22 -23 23 -25 -26 27 28 -29 29 -31
leaf_value=-48.242247291189813 -34.484479492600833 -2413.925769765855 11965.019208894808 13044.962542165236 -1310.0111659458707 120501.22580970718 4501.1766607362206 -21335.535524875519 75889.099346793359 1604.5351773352822 52959.837038969927 2402.1405515203219 10692.670792708263 80363.058708252356 -155541.78008897571 -172683.30338541669 113354.77458586516 -11541.397204412931 -92353.410937500012 109734.35772824756 -14526.971625 -399079.26443750004 -13160.915968055331 -242726.26121570679 5104.8331751391706 20166.708959625168 -5195.3553495393189 -6207.9850286576484 -23037.955207023369 67388.112639508938
leaf_weight=770727 3448201 29396 1322 2215 1722 314 7270 455 421 6218 654 1028 743 1242 36 39 108 207 20 102 25 25 388 43 18991 4808 10277 3456 7550 161
leaf_count=770727 3448201 29396 1322 2215 1722 314 7270 455 421 6218 654 1028 743 1242 36 39 108 207 20 102 25 25 388 43 18991 4808 10277 3456 7550 161
internal_value=0 136.683 1572.93 3251.01 22151.5 34912.4 1828.64 51363.8 25390 10457.2 74868.9 19305.7 29860.1 49660.4 73717.9 15115 23721.5 -649.601 -52622 12090.5 -174103 -262757 5045.7 -36064.2 -215.253 -3229.21 -7275.17 9136.83 -12034.7 -21149.9
internal_weight=0 869963 99236 69840 4888 3166 64952 1844 876 12439 968 6221 3575 2168 1278 890 851 1407 277 1130 70 45 2646 431 52513 33522 25258 8264 17988 7711
internal_count=4318164 869963 99236 69840 4888 3166 64952 1844 876 12439 968 6221 3575 2168 1278 890 851 1407 277 1130 70 45 2646 431 52513 33522 25258 8264 17988 7711
is_linear=0
shrinkage=0.1


Tree=1761
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 1 0 3 3 4 1 0 5 3 0 4 1 4 3 3 1 1 4 0 3 6 0 3 0
split_gain=2.18875e+12 9.3558e+12 1.35207e+13 1.5939e+13 1.33759e+13 1.93282e+13 1.29708e+13 1.39754e+13 1.37766e+13 1.59337e+13 1.34854e+13 3.29189e+13 2.1754e+13 1.26206e+13 1.21337e+13 1.4458e+13 2.1437e+13 9.78625e+12 1.02406e+13 9.55589e+12 9.04702e+12 1.16765e+13 3.48317e+13 1.41607e+13 1.21184e+13 1.05046e+13 1.21829e+13 1.45578e+13 1.64446e+13 1.01095e+13
threshold=20.010000000000002 38.096381250000007 38.950530550000003 44.732363600000006 55.885524800000006 55.91302515000001 37.832345550000007 55.591389050000011 23.500000000000004 15.500000000000002 2.5000000000000004 37.615058950000012 55.755036050000008 19.650000000000002 16.500000000000004 55.664473600000008 1.0000000180025095e-35 37.457850350000008 1.0000000180025095e-35 14.500000000000002 16.500000000000004 65.480823400000006 65.58467570000002 1.5000000000000002 56.054485600000007 8.5000000000000018 1.5000000000000002 60.693675950000006 14.500000000000002 54.986619450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 17 7 8 9 19 -9 12 -12 20 -8 16 -16 18 -6 -1 21 24 23 -23 -4 -24 -27 28 29 -28
right_child=-2 2 13 -5 5 -7 14 10 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-5963.6298691660941 8.0508247340721137 86319.517173549102 208.0342186017138 9787.4432275099334 -20390.025508256396 -4812.9884326194533 -16697.961805867515 1370.28170737902 11593.069999110447 -21458.876198368846 -66375.205769230772 134713.21878004808 72347.363085937497 -4322.1870499528522 13553.395479003908 261.98132262556521 -43805.685053012465 -34272.684027150055 42311.006345016896 21138.432610998021 6092.6550363553597 -19746.197723280144 2287.6694521741024 61226.422265625006 6752.0651483597876 10786.53011044151 -1649.2752065944144 42463.505401837385 19436.470427324621 -18056.307737212537
leaf_weight=1552 4263643 28 9134 968 88 3772 900 12347 376 719 26 26 20 5337 100 1898 187 363 37 142 3095 1181 5729 22 4100 380 541 54 171 1228
leaf_count=1552 4263643 28 9134 968 88 3772 900 12347 376 719 26 26 20 5337 100 1898 187 363 37 142 3095 1181 5729 22 4100 380 541 54 171 1228
internal_value=0 -629.589 470.69 11938.9 -2189.19 -7235.77 -1013.97 185.348 -6211.49 -8985.84 1621.92 44774.1 -6061.05 101.893 -6926.17 -2901.18 -23819.9 -25962.7 -1830.52 -3691.79 1022.95 326.822 -2387.39 -18265.4 2235.43 -30.0874 -5623.36 -8750.62 -10176.2 -13038.7
internal_weight=0 54521 31968 996 22553 4260 18293 15208 2789 2413 12419 72 46 30972 3085 2185 287 488 125 1694 25635 22540 9306 1203 13234 8103 2374 1994 1940 1769
internal_count=4318164 54521 31968 996 22553 4260 18293 15208 2789 2413 12419 72 46 30972 3085 2185 287 488 125 1694 25635 22540 9306 1203 13234 8103 2374 1994 1940 1769
is_linear=0
shrinkage=0.1


Tree=1762
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 5 2 5 5 3 3 3 1 4 5 2 0 1 1 0 0 0 0 0 0 3 1 2 2 3
split_gain=2.09179e+12 1.4944e+13 1.5046e+13 2.11193e+13 2.03771e+13 2.76757e+13 2.09816e+13 3.40631e+13 2.05811e+13 1.80696e+13 1.50809e+13 2.47153e+13 1.47061e+13 1.39573e+13 6.5234e+13 4.87273e+13 4.4057e+13 4.34165e+13 4.8343e+13 5.67984e+13 4.63046e+13 4.12361e+13 4.00805e+13 3.67777e+13 4.07385e+13 1.39169e+14 4.10214e+13 5.54736e+13 3.63599e+13 6.71964e+13
threshold=47.236539400000005 47.222459950000008 40.905000000000008 39.614024000000008 39.704585000000002 150.04500000000004 18.500000000000004 102.01000000000001 114.05000000000001 5.5000000000000009 21.500000000000004 16.500000000000004 39.739656000000004 2.5000000000000004 69.610000000000014 10.500000000000002 43.592450450000008 38.891822450000006 39.488326500000007 45.070824200000011 45.112033650000008 45.091904500000005 44.580511600000001 43.514103700000014 43.592450450000008 18.500000000000004 39.726951800000002 2.5000000000000004 6.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 5 8 9 -8 -4 12 11 -10 -6 -1 15 17 -17 22 19 -19 21 -21 -15 -20 25 26 27 -25 29 -29
right_child=-2 2 4 -5 6 -7 7 -9 10 -11 -12 -13 -14 14 -16 16 -18 18 23 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-173.314207478231 -30.848107532940801 5311.4569164390859 918.28505217695078 -3869.502386680153 6769.2066598034189 105785.30003124999 -4936.7637312039642 -115294.07079741381 -47274.638446110555 10178.547658074072 -115960.81138392858 66548.11662597656 -8078.50942226386 -24360.893509239322 -685.06213244275193 91318.505116758242 18685.960654260794 5527.4555608530454 9713.5723825624937 18700.983337177528 8571.9337646598688 48185.558640217561 -895.82671530047173 -93366.260696765996 551.32749591008064 -237242.84240301728 2400.3050069754463 -21825.532435825895 -122297.4824728261 148969.2537176724
leaf_weight=540515 3609165 3757 11480 7522 1665 25 787 29 93 8021 21 24 1113 809 85842 91 1015 13782 4370 1276 2136 755 7264 129 15760 29 525 112 23 29
leaf_count=540515 3609165 3757 11480 7522 1665 25 787 29 93 8021 21 24 1113 809 85842 91 1015 13782 4370 1276 2136 755 7264 129 15760 29 525 112 23 29
internal_value=0 157.033 2185.87 -811.353 3639.38 682.984 6602.9 -8858.78 456.821 7771.23 -37931.6 -23926.4 820.5 53.1423 966.96 3914.95 24662.1 3426.72 4810.86 8620.62 18851 29661.5 -3247.27 1551.03 -596.881 -21961.4 -14329.2 -44305.3 -5714.59 13302.5
internal_weight=0 708999 34537 11279 23258 11643 11615 816 11618 10799 138 117 2778 674462 133947 48105 1106 46999 38926 17949 4167 2031 8073 20977 16607 847 818 293 164 141
internal_count=4318164 708999 34537 11279 23258 11643 11615 816 11618 10799 138 117 2778 674462 133947 48105 1106 46999 38926 17949 4167 2031 8073 20977 16607 847 818 293 164 141
is_linear=0
shrinkage=0.1


Tree=1763
num_leaves=31
num_cat=0
split_feature=5 0 3 3 1 3 0 2 3 6 1 0 1 1 3 5 5 2 2 4 0 3 3 2 5 5 0 5 1 1
split_gain=2.25803e+12 1.44066e+13 3.87112e+13 5.14138e+13 5.70983e+13 6.50415e+13 1.05681e+14 1.07809e+14 6.83948e+13 6.41344e+13 5.89427e+13 5.55626e+13 1.04478e+14 1.70453e+14 1.41705e+14 6.0169e+13 5.39827e+13 5.5952e+13 5.18702e+13 5.52685e+13 4.94475e+13 4.82411e+13 4.71174e+13 4.011e+13 3.91359e+13 3.66837e+13 3.60802e+13 7.02546e+13 1.38503e+14 1.41543e+14
threshold=42.005000000000003 60.029906750000002 24.500000000000004 16.500000000000004 30.226173900000003 23.500000000000004 60.035045000000004 17.500000000000004 19.500000000000004 1.5000000000000002 30.243224600000001 60.035045000000004 30.207352000000004 30.226173900000003 11.500000000000002 56.835000000000008 49.010000000000012 10.500000000000002 15.500000000000002 2.5000000000000004 60.035045000000004 12.500000000000002 19.500000000000004 2.5000000000000004 104.75000000000001 52.020000000000003 59.939091550000008 80.00500000000001 30.502469200000004 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 11 5 8 7 -7 9 25 20 12 -3 14 24 -16 -15 -18 19 -11 22 -19 -6 -10 -14 -5 -2 -28 29 -29
right_child=1 2 -4 4 10 6 -8 -9 23 18 -12 -13 13 16 15 -17 17 21 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=94.211862390130548 -32.634170170666586 -57978.078872711492 7113.3108013232968 13926.855273977038 3755.8085477802706 845.73571051520275 -46994.763071761598 195995.64223568566 -75024.687533482138 30595.214845391281 -4959.0944241762818 802.66815560555403 106409.8080859375 34737.403306969929 119301.22265625 311056.08133680554 -441.97060613692952 88643.306173321762 -66626.701638454862 161764.66692116478 -48992.48839875852 14564.034186662946 -31610.204871026406 33570.323724370297 7189.1666652513586 -40083.401364461664 -3903.4668175186084 1570.017358172367 -56630.583239255197 31248.381945202258
leaf_weight=1600872 2564858 198 9932 181 726 111 434 38 35 119 6953 53105 70 774 30 36 2512 135 36 44 578 252 783 1205 92 412 57665 13786 373 1819
leaf_count=1600872 2564858 198 9932 181 726 111 434 38 35 119 6953 53105 70 774 30 36 2512 135 36 44 578 252 783 1205 92 412 57665 13786 373 1819
internal_value=0 -55.5042 1276.95 435.136 -5618.5 7395.29 -22048.1 50615.5 15842.9 -7113.24 -9383 1668.53 12886.3 16483.1 100382 223895 11275.1 5010.95 42009.6 66002.9 -24121.6 40405.6 -14595.1 30505.1 50062.3 -23598 -95.2941 -2277.63 3590.05 5029.48
internal_weight=0 2.71729e+06 78791 68859 11655 2615 583 149 2032 792 9040 57204 4099 3901 228 66 3673 2899 199 163 2087 387 1509 1240 162 593 2.6385e+06 73643 15978 15605
internal_count=4318164 2717292 78791 68859 11655 2615 583 149 2032 792 9040 57204 4099 3901 228 66 3673 2899 199 163 2087 387 1509 1240 162 593 2638501 73643 15978 15605
is_linear=0
shrinkage=0.1


Tree=1764
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 5 3 5 3 5 3 3 3 0 0 2 3 5 5 6 0 0 0 3 2 2 3 3
split_gain=2.27967e+12 3.38876e+13 5.00223e+13 3.38942e+14 3.10314e+14 3.12979e+14 2.34539e+14 1.3377e+14 1.21929e+14 1.17305e+14 1.21831e+14 1.0751e+14 9.24121e+13 1.21928e+14 8.43098e+13 9.02602e+13 8.95844e+13 8.04073e+13 7.14816e+13 7.00497e+13 6.86166e+13 6.5528e+13 6.21726e+13 1.81303e+14 1.41408e+14 1.03582e+14 7.30672e+13 6.9417e+13 5.76792e+13 8.07308e+13
threshold=37.457850350000008 37.436176200000013 55.708120100000009 55.68356880000001 55.812836050000008 11.500000000000002 55.826364100000013 65.045000000000016 27.500000000000004 51.405000000000008 18.500000000000004 46.405000000000008 15.500000000000002 16.500000000000004 16.500000000000004 56.197733450000008 55.91302515000001 2.5000000000000004 5.5000000000000009 60.310000000000009 44.905000000000008 1.5000000000000002 55.674875350000008 55.664473600000008 55.628356700000005 19.500000000000004 4.5000000000000009 1.5000000000000002 5.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 5 18 9 14 11 -6 -11 -7 -13 -14 16 -16 -8 -15 20 -10 -4 -20 23 24 25 28 -25 -24 -3 -30
right_child=-2 2 4 -5 6 8 7 -9 19 10 -12 12 13 17 15 -17 -18 -19 21 -21 -22 -23 27 26 -26 -27 -28 -29 29 -31
leaf_value=53.306888782852901 -32.057763768879077 -15977.087211633518 72337.403661288728 -169946.75001683729 -31325.755243625354 44279.685749841643 -2329.5242023444839 38628.920833265314 53576.637212171059 27830.652630208337 -199514.81454545457 191575.27057291669 -120243.18627717391 -19302.27998310811 -29796.015536005507 13622.971179495677 41041.2393348107 138180.08253704975 128476.74073660714 -157085.29536313657 -15306.278521088287 -29567.74122079703 114554.6908656529 -3007.1162672776445 -140898.84007463729 -60726.923685236499 94303.796950610122 -48859.144793280822 86157.530733477892 5461.6582067292147
leaf_weight=685966 3614531 1301 238 116 199 185 1481 974 38 30 110 177 23 37 1515 700 702 262 28 27 143 416 28 104 70 258 299 363 126 7717
leaf_count=685966 3614531 1301 238 116 199 185 1481 974 38 30 110 177 23 37 1515 700 702 262 28 27 143 416 28 104 70 258 299 363 126 7717
internal_value=0 164.679 4488.99 31.6648 10841.2 50154.5 6.14158 5096.91 96954 -80665.3 -150798 109392 133532 101625 -2329.23 -16074.4 11617.5 118692 7666.27 -33929.1 39442.3 -19601 1952.32 3500.85 705.955 1760.23 69191.3 -37156.9 3523.32 6758.06
internal_weight=0 703633 17667 10382 7285 1574 5711 5372 749 339 140 684 499 322 4398 2215 2183 299 825 65 381 444 10266 9875 9472 9402 403 391 9144 7843
internal_count=4318164 703633 17667 10382 7285 1574 5711 5372 749 339 140 684 499 322 4398 2215 2183 299 825 65 381 444 10266 9875 9472 9402 403 391 9144 7843
is_linear=0
shrinkage=0.1


Tree=1765
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 3 3 5 1 0 0 1 2 6 3 5 5 3 1 5 1 0 0 0 5 3 1 6 5 5
split_gain=2.17374e+12 1.80412e+13 4.42927e+13 1.01011e+14 8.13375e+13 1.09493e+14 1.72437e+14 8.01056e+13 6.52451e+13 5.1199e+13 9.54935e+13 5.17335e+13 6.29511e+13 5.09484e+13 4.71615e+13 4.41219e+13 4.24022e+13 3.83508e+13 3.7413e+13 3.15387e+13 3.0633e+13 2.99584e+13 2.91382e+13 6.37942e+13 6.56813e+13 5.64855e+13 1.3419e+14 1.13099e+14 7.65616e+13 7.90164e+13
threshold=19.500000000000004 54.725565150000001 51.67657710000001 51.717367500000009 39.188277450000008 20.500000000000004 23.500000000000004 52.405000000000008 39.262370300000008 47.297889100000013 47.272352350000006 37.314272700000011 16.500000000000004 1.5000000000000002 20.500000000000004 107.05000000000001 59.810000000000009 25.500000000000004 39.694727950000008 63.005000000000003 37.342273500000012 44.893607100000004 55.043101600000007 55.061033200000004 142.05000000000004 24.500000000000004 82.940215400000014 1.5000000000000002 33.805000000000007 40.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 7 -6 -7 -4 17 10 11 12 -2 -9 18 -12 -14 -8 -11 -5 21 -13 -3 24 25 26 -24 -27 -28 -30
right_child=1 22 3 19 5 6 8 13 -10 14 15 20 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 27 28 -29 29 -31
leaf_value=25.895785347537505 21842.92024859591 2684.2839006107006 -16041.759816645101 1315.1427527173178 -49063.969792727003 122607.25071189991 17708.082668172905 -34357.394061279301 -40022.160016629023 -46878.567380793298 -16353.33867551619 -27561.000396481828 50286.510863095238 -82777.915734047012 10784.168662447681 -89824.652957589293 246824.69252717393 137860.72849609374 10125.865335879773 -9046.2704500008658 -413.64305527792516 13450.000672859982 -6164.4580453234394 90.115333277054617 -131705.5711077009 -6880.6844728758606 -4392.6247944374536 23020.892624676046 -87609.923821386517 -25574.38299171532
leaf_weight=3810546 217 39586 969 7963 307 138 232 448 249 266 3034 767 21 422 5702 84 23 30 203 4655 77679 232 4329 350595 42 6688 342 1560 471 364
leaf_count=3810546 217 39586 969 7963 307 138 232 448 249 266 3034 767 21 422 5702 84 23 30 203 4655 77679 232 4329 350595 42 6688 342 1560 471 364
internal_value=0 -194.392 -1371.39 -6317.46 -23518.1 141.989 23418.2 -35817.8 -3368.73 -507.339 -1167.95 -489.965 43957.5 -57844.1 8276.97 -18332.7 153022 31466 -22205 -2507.36 -637.412 -18036.9 107.569 -172.355 -6842.46 -6461.17 -14304.7 -1225.2 -44244.4 -60566.9
internal_weight=0 507618 103641 15413 2795 956 649 1839 511 88228 82057 78939 261 870 6171 3118 44 262 469 12618 78678 999 403977 364391 13796 13754 5506 8248 1177 835
internal_count=4318164 507618 103641 15413 2795 956 649 1839 511 88228 82057 78939 261 870 6171 3118 44 262 469 12618 78678 999 403977 364391 13796 13754 5506 8248 1177 835
is_linear=0
shrinkage=0.1


Tree=1766
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 3 5 2 1 0 5 5 3 1 5 2 4 1 0 0 0 3 0 5 1 5 1 5 1
split_gain=2.07567e+12 2.79485e+13 1.21735e+14 7.24595e+13 6.64594e+13 5.94019e+13 3.53028e+13 3.49188e+13 5.59646e+13 3.34957e+13 3.34355e+13 3.59383e+13 3.229e+13 2.96253e+13 2.76298e+13 3.82247e+13 3.29949e+13 2.69108e+13 2.57874e+13 1.86804e+14 8.9312e+13 1.35834e+14 1.18836e+14 5.66046e+13 6.32192e+13 5.35014e+13 1.22451e+14 4.89536e+13 6.87529e+13 4.5213e+13
threshold=61.880021000000006 61.396377350000009 56.863241500000008 55.110554300000004 57.265292900000006 97.050000000000011 6.5000000000000009 137.05000000000004 12.500000000000002 61.42204370000001 55.173809400000003 70.50500000000001 42.405000000000008 11.500000000000002 61.42204370000001 80.00500000000001 2.5000000000000004 2.5000000000000004 61.284352600000013 55.110554300000004 55.160271200000004 55.141517900000004 18.500000000000004 55.173809400000003 150.04500000000004 61.365473900000005 95.020000000000024 61.365473900000005 57.995000000000012 61.310823700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 5 12 9 10 17 13 -3 14 -12 -4 -9 15 -5 -17 -8 -1 -20 21 -21 23 -22 -25 26 29 28 -24 -23
right_child=-2 2 4 6 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 20 22 25 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-43.112689201053463 111.52495366765561 -41318.552848802501 -18861.272013678648 13003.083377336867 -3058.4800819195179 -105772.18600163246 -3777.1383433350329 -34174.455701354309 53755.697927989138 -8905.6717530183832 -79.747568026414456 -29427.308941623385 -47762.778333975184 -121422.37251838237 4151.4743371308823 -5579.6859461805561 97371.82575804455 4391.3210599455761 -29501.535485068373 -3822.5649260842156 14980.452653576453 4529.6213576173013 -10523.365801452455 2174.3338482314753 -89128.497455797697 19028.361116162392 107170.62404365231 15419.861781089159 -44688.693541309563 52467.099137010104
leaf_weight=3016415 1203659 341 649 2506 983 67 17832 91 46 4903 5430 452 956 68 8159 45 101 5212 1788 2485 3698 431 1680 35332 76 2852 246 392 907 362
leaf_count=3016415 1203659 341 649 2506 983 67 17832 91 46 4903 5430 452 956 68 8159 45 101 5212 1788 2485 3698 431 1680 35332 76 2852 246 392 907 362
internal_value=0 -43.1009 -2441.48 -1235.15 -23535 -12208.8 223.992 -2295.16 -43384.6 -11013.4 3732.52 -2334.95 -36076.1 -71488 7033.68 15900.9 65640.2 -1929.63 -5.68539 2241.05 3412.21 14441.5 1741.24 3207.88 1978.36 26105.9 45533.5 -17511.7 -22501.7 26412.8
internal_weight=0 3.1145e+06 47841 45253 2588 5311 39942 23249 205 5244 16693 5882 1605 159 10811 2652 146 23044 3.06666e+06 50249 48461 6376 42085 39106 35408 3891 1039 2979 2587 793
internal_count=4318164 3114505 47841 45253 2588 5311 39942 23249 205 5244 16693 5882 1605 159 10811 2652 146 23044 3066664 50249 48461 6376 42085 39106 35408 3891 1039 2979 2587 793
is_linear=0
shrinkage=0.1


Tree=1767
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 5 0 5 6 3 3 5 2 3 0 5 5 5 3 5 5 5 3 3 0 5 3 3
split_gain=2.23728e+12 1.71636e+13 7.49117e+13 1.89328e+14 1.3792e+14 1.33281e+14 1.47649e+14 1.24539e+14 1.04441e+14 1.4728e+14 1.16286e+14 8.12386e+13 9.94266e+13 9.60742e+13 8.00712e+13 7.59924e+13 7.55711e+13 1.57706e+14 6.88341e+13 1.14323e+14 9.58039e+13 6.25832e+13 8.31012e+13 5.4158e+13 5.17789e+13 6.87139e+13 7.13096e+13 5.17626e+13 5.03995e+13 7.32869e+13
threshold=56.819808050000006 56.852744000000008 60.601268000000012 60.58031445000001 60.611165000000007 60.628582700000003 56.838612000000005 55.730000000000011 56.838612000000005 114.05000000000001 1.5000000000000002 6.5000000000000009 7.5000000000000009 114.05000000000001 11.500000000000002 7.5000000000000009 56.831297550000009 101.05000000000001 52.020000000000003 50.805000000000007 24.500000000000004 79.730000000000018 78.010000000000005 110.05000000000001 24.500000000000004 20.500000000000004 56.838612000000005 114.05000000000001 16.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 -6 10 -10 15 27 -13 18 -9 -4 17 -7 19 -14 -21 22 -12 -8 25 -18 -27 -5 29 -17
right_child=1 -3 4 11 5 16 23 14 9 -11 21 12 13 -15 -16 28 24 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-35.705186576772071 2190.3536826130648 33.423701284654697 -93571.260107905327 6525.4849434225362 9091.700514223774 -10259.762353891403 5098.8465554422837 56785.599664611815 12167.841177428003 206572.13546195652 -33486.25640784773 211152.67135009766 35042.321504886815 -3012.802232593694 146817.96900013706 -3132.4023081791374 4905.6122435846655 -147071.47815225291 55521.901166938456 22553.26301633145 -172703.65256076391 -81759.957753791285 166718.23768136161 -74218.207125686808 23357.964494986736 -27119.981821148554 27631.016186140641 -133782.71979166669 -13565.601028018911 55980.436729581597
leaf_weight=3465455 23436 802951 101 1005 591 4155 1594 740 255 46 1630 32 488 557 114 802 6637 86 1454 47 54 284 21 91 1107 1390 287 27 2443 284
leaf_count=3465455 23436 802951 101 1005 591 4155 1594 740 255 46 1630 32 488 557 114 802 6637 86 1454 47 54 284 21 91 1107 1390 287 27 2443 284
internal_value=0 145.108 1947.37 5495.25 -2296.07 2315.22 20928.3 44381.9 -15496.3 41877.5 -18599.6 26634.3 35958.3 33802.1 68804 -8045.51 -1949.08 -13034.1 43839.2 14999.4 -81841.5 -38398.6 -30939.7 815.255 3040.99 335.804 -17750 2854.63 -5597.76 12326.2
internal_weight=0 852709 49758 27100 22658 16792 3130 1445 5866 301 5565 3664 2632 2600 854 3630 13662 4241 2043 589 101 1935 1651 1685 9421 8314 1677 1032 3529 1086
internal_count=4318164 852709 49758 27100 22658 16792 3130 1445 5866 301 5565 3664 2632 2600 854 3630 13662 4241 2043 589 101 1935 1651 1685 9421 8314 1677 1032 3529 1086
is_linear=0
shrinkage=0.1


Tree=1768
num_leaves=31
num_cat=0
split_feature=5 0 0 3 3 3 0 5 0 1 1 1 3 5 5 0 0 0 1 1 1 1 0 0 3 2 0 0 5 0
split_gain=2.33985e+12 1.09067e+13 5.36426e+13 5.32518e+13 5.36975e+13 4.27488e+13 4.86858e+13 4.26358e+13 5.99787e+13 5.42879e+13 3.80015e+13 7.20647e+13 3.70537e+13 5.68033e+13 4.82554e+13 3.79404e+13 3.01232e+13 1.49632e+14 6.90511e+13 1.27467e+14 8.47815e+13 1.22016e+14 1.48587e+14 1.13468e+14 6.24167e+13 5.54209e+13 6.27727e+13 8.12905e+13 6.0757e+13 5.308e+13
threshold=96.015000000000015 55.834684950000003 55.826364100000013 18.500000000000004 17.500000000000004 23.500000000000004 55.86787755000001 128.92000000000004 55.842510000000011 37.342273500000012 38.151577750000008 37.342273500000012 24.500000000000004 112.04500000000002 161.85000000000002 60.003414000000006 59.834458500000004 59.755965500000009 30.370618100000005 30.451272450000005 37.314272700000011 37.39371280000001 55.924336300000007 55.91302515000001 9.5000000000000018 13.500000000000002 56.281985950000006 56.802385350000009 128.92000000000004 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 16 7 8 9 -7 11 -4 13 -8 15 -15 17 18 24 -20 23 22 -22 -21 -3 -23 -27 28 -28 -19
right_child=1 5 3 -5 -6 6 12 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 29 19 20 21 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=13.943501743222242 73.662548738980149 -55298.754776725131 5820.7753330328524 -18830.407922952589 200665.41358695654 -97887.925982421875 -38677.908304040342 62152.150271739141 -210044.37458333332 54445.276981847433 10146.7959296875 136481.37882133151 -3245.265891298006 21036.07214670139 -100372.94167247954 -64249.868326271186 2781.5518066349091 -86070.307003551148 62986.622305416749 -104993.06524816177 106617.84053984564 -2504.74092897742 -73277.56428595075 -14972.697601618156 97299.308243534484 -10753.907416195478 48905.714855736689 12501.089890590622 155026.38600163246 -21047.076951222607
leaf_weight=4168594 95803 354 78 145 23 75 839 23 30 34 175 92 3846 450 42 59 17085 275 308 170 207 26472 59 794 29 619 277 909 67 231
leaf_count=4168594 95803 354 78 145 23 75 839 23 30 34 175 92 3846 450 42 59 17085 275 308 170 207 26472 59 794 29 619 277 909 67 231
internal_value=0 -388.613 246.356 32496.9 52720.9 -1537.03 -9973.05 -63964.7 -84833 -50371.1 42858 76531.2 -8302.57 -22295.6 2649.41 11150.3 -585.47 -2454.94 -1553.27 -1012.51 -1679.03 -696.208 66716.2 -30847.7 -43744.3 -1328.85 15299.4 28170.1 69574.6 -56385.8
internal_weight=0 149570 96316 513 368 53254 5398 162 139 109 345 170 5236 1390 551 509 47856 30771 30265 29882 29574 28610 266 964 383 28344 1872 1253 344 506
internal_count=4318164 149570 96316 513 368 53254 5398 162 139 109 345 170 5236 1390 551 509 47856 30771 30265 29882 29574 28610 266 964 383 28344 1872 1253 344 506
is_linear=0
shrinkage=0.1


Tree=1769
num_leaves=31
num_cat=0
split_feature=3 6 0 1 0 0 1 0 1 1 1 1 5 5 5 5 1 5 5 1 5 5 1 1 0 5 5 5 0 4
split_gain=2.26321e+12 1.6678e+13 2.04547e+13 2.7631e+13 2.12146e+13 4.53249e+13 1.00172e+14 3.25079e+13 3.93536e+13 3.02791e+13 2.26856e+13 2.17941e+13 2.15397e+13 2.10208e+13 1.95958e+13 1.94291e+13 2.06532e+13 1.96271e+13 1.90696e+13 1.79688e+13 2.33046e+13 2.48803e+13 2.97727e+13 1.94445e+13 1.90871e+13 1.78899e+13 1.76755e+13 1.75406e+13 1.75068e+13 1.66061e+13
threshold=3.5000000000000004 1.5000000000000002 44.732363600000006 37.597123000000003 55.695992150000002 55.784980300000008 37.944765900000007 55.07108800000001 37.597123000000003 52.307266200000008 61.880021000000006 103.85249100000001 60.310000000000009 37.305000000000007 43.810000000000009 80.815000000000012 44.660994650000006 123.15000000000002 177.02500000000003 37.214886200000009 66.50500000000001 86.810000000000016 30.346469350000003 39.925119750000007 55.91302515000001 112.04500000000002 123.15000000000002 98.020000000000024 59.982527000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 13 11 -9 14 29 -4 -7 -6 -8 -5 17 27 19 20 -14 22 -22 24 -21 -26 -25 -17 -23 -10
right_child=-2 -3 4 15 5 12 9 8 10 -11 -12 -13 18 -15 -16 16 -18 -19 -20 23 21 28 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-85248.504537527915 -17.721207687230955 539.57205466601351 877.42852968396892 -6164.2042269103176 -98997.234062500007 -5438.1783150794927 -10627.326642073567 -26952.410165902071 15451.586353017772 48128.851347976437 -6122.4279800257736 -24150.212621735875 46047.332271634616 -237810.3361653646 -45662.127282627029 -55973.554719426087 10766.255726036659 -99627.093280564703 -73969.68603515625 110343.54383626304 -108424.27600446431 98263.063839285722 -17352.232098462802 10258.936498399818 20861.676382010322 102723.65087553881 -52498.986930338542 12661.998141163793 -20942.894726562503 43881.473264571265
leaf_weight=49 4074053 224571 7442 2190 20 5667 375 172 357 61 194 365 65 24 278 104 78 57 28 30 42 28 247 690 336 29 48 58 22 484
leaf_count=49 4074053 224571 7442 2190 20 5667 375 172 357 61 194 365 65 24 278 104 78 57 28 30 42 28 247 690 336 29 48 58 22 484
internal_value=0 295.755 -2506.4 -10884.3 -1256.91 -5008.6 -28272.9 2068.59 17341.6 -19248.5 24702.5 -292.687 -2570.23 -174713 -25542.6 -9419.15 -33420.3 -49158 7814.86 9304.75 -8802.28 -19319.2 -30587.6 15761.3 33667.9 27365.8 6177.12 -31400.3 45812.4 31813.1
internal_weight=0 244111 19540 2536 17004 7990 758 9014 1207 714 1035 7807 7232 44 653 2487 297 219 1565 1537 404 339 289 1133 395 365 738 162 50 841
internal_count=4318164 244111 19540 2536 17004 7990 758 9014 1207 714 1035 7807 7232 44 653 2487 297 219 1565 1537 404 339 289 1133 395 365 738 162 50 841
is_linear=0
shrinkage=0.1


Tree=1770
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 3 5 3 3 5 5 4 1 1 0 3 5 5 3 5 1 5 4 0 0 1 0 0 3
split_gain=2.23332e+12 1.95988e+13 6.45043e+13 7.27681e+13 1.89145e+14 7.32959e+13 8.17443e+13 9.07801e+13 5.89458e+13 5.4533e+13 8.69194e+13 5.96258e+13 5.90802e+13 4.8226e+13 4.20047e+13 7.02993e+13 5.55792e+13 4.91566e+13 4.6445e+13 4.7532e+13 4.00406e+13 3.8683e+13 6.16183e+13 7.74524e+13 3.82355e+13 3.8094e+13 3.47204e+13 3.16894e+13 4.11854e+13 4.10042e+13
threshold=54.762542150000009 54.648549400000007 83.140147550000009 54.845880150000006 30.578016350000002 56.135466100000009 21.500000000000004 60.905000000000008 3.5000000000000004 10.500000000000002 86.02500000000002 71.715000000000018 2.5000000000000004 82.967723800000016 55.957851400000003 54.736324100000012 16.500000000000004 92.035000000000011 85.020000000000024 12.500000000000002 100.05000000000001 55.957851400000003 120.05000000000001 3.5000000000000004 54.736324100000012 54.725565150000001 38.781124500000011 54.708501450000007 54.736324100000012 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 27 -9 10 12 -11 -10 -7 18 16 17 -16 19 -13 -15 -12 -23 -24 -6 -25 -26 -5 -29 -30
right_child=-2 2 -4 5 24 13 -8 8 9 11 21 14 -14 20 15 -17 -18 -19 -20 -21 -22 22 23 25 26 -27 -28 28 29 -31
leaf_value=19.326961288804846 -46.153549231387743 139.46223611386338 -45187.461341884133 14187.42169695349 -57089.350526957824 -29820.88433118687 -2058.8042045267521 -20148.245814435315 57823.085632807954 30749.584002200561 113411.67055437708 -42984.322079467776 15982.762719356186 91.855783494576229 -18159.098782356949 33144.439767722317 14372.849750686135 -78025.680956362383 49442.76984775038 30556.730626502409 -49712.740099431823 75170.292719154488 -125172.08820550382 165772.3041666667 -44669.705837653222 -22523.95965909091 -3452.7886532366992 -866.76451769744335 8107.8495555302134 39521.742677252972
leaf_weight=1193713 3058474 28889 291 3848 582 628 6643 329 429 1334 151 160 1582 7443 367 298 269 219 332 195 165 287 39 21 399 22 419 7022 3135 479
leaf_count=1193713 3058474 28889 291 3848 582 628 6643 329 429 1334 151 160 1582 7443 367 298 269 219 332 195 165 287 39 21 399 22 419 7022 3135 479
internal_value=0 112.059 1789.84 1997.96 -1600.15 5076.85 7582.62 10704.2 21009.7 23383.2 34331.8 14652.6 24908.4 -3186.79 2982.28 -8680.55 -23258.1 -40532.4 22556.1 -2588.53 -988.291 70775 53327.5 -23122.2 -37497.1 69434.7 -23557.4 6410.92 3597.46 12271.5
internal_weight=0 1.25969e+06 65977 65686 30289 35397 27161 20518 6034 5705 2531 3174 2011 8236 1840 1153 855 586 687 355 7608 520 369 82 1400 43 818 14484 10636 3614
internal_count=4318164 1259690 65977 65686 30289 35397 27161 20518 6034 5705 2531 3174 2011 8236 1840 1153 855 586 687 355 7608 520 369 82 1400 43 818 14484 10636 3614
is_linear=0
shrinkage=0.1


Tree=1771
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 3 3 0 0 3 0 5 0 5 6 0 5 3 5 0 5 0 3 5 5 5 5 1
split_gain=2.26642e+12 1.87166e+13 7.24327e+13 6.62524e+13 1.89386e+14 1.48029e+14 7.64833e+13 1.08404e+14 1.87063e+14 1.31179e+14 1.22831e+14 2.29479e+14 1.12461e+14 1.11664e+14 1.05032e+14 1.19968e+14 1.00136e+14 1.16722e+14 1.12285e+14 9.60179e+13 9.18627e+13 9.15197e+13 7.5717e+13 7.24428e+13 2.23447e+14 7.72888e+13 7.63391e+13 6.9494e+13 9.289e+13 6.85825e+13
threshold=37.39371280000001 37.098288800000006 56.782419000000012 55.87722990000001 37.362912300000012 55.899899800000007 37.275078000000001 24.500000000000004 17.500000000000004 55.946414150000003 56.009576300000013 16.500000000000004 56.635684300000008 67.520000000000024 55.975961550000008 83.010000000000005 1.5000000000000002 55.993277250000013 43.005000000000003 9.5000000000000018 77.715000000000018 55.975961550000008 58.040000000000006 55.91302515000001 18.500000000000004 51.015000000000008 93.00500000000001 86.810000000000016 72.705000000000013 37.214886200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 9 19 11 13 -12 29 15 -8 21 18 -18 -5 -10 22 -13 24 25 -7 -27 28 -20 -11
right_child=-2 2 -4 4 5 23 14 -9 20 10 12 16 -14 -15 -16 -17 17 -19 27 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-76.845956060468779 -30.50429957193667 476.98689243354943 -119005.51268750001 -1974.098109043174 137833.20691710635 14603.895089285714 12647.257790169175 -22702.240315323314 49377.671751326743 25385.679232481551 -41087.712426945909 22791.10199251576 7880.519880399248 82691.128123837436 -44197.445570542601 -74531.388477687724 14427.165456759547 129715.52858564269 -49625.705098668543 -53384.356970675726 160799.13941159306 -23947.214926609849 110628.09412892965 -2995.2033484053941 26567.346962330754 284131.5330357143 63974.154464285719 -141811.65677884614 34859.706088063685 78641.750674674971
leaf_weight=535096 3667889 100821 50 1239 154 21 1336 1054 495 2245 649 238 1691 504 713 179 558 53 738 514 87 198 167 365 532 63 21 65 158 271
leaf_count=535096 3667889 100821 50 1239 154 21 1336 1054 495 2245 649 238 1691 504 713 179 558 53 738 514 87 198 167 365 532 63 21 65 158 271
internal_value=0 172.06 1328.42 1380.68 7748.56 46554.8 4337.67 7781.6 11036.9 7590.75 13322.9 21891.9 -5700.84 39728.2 -12548.1 2346.94 -2873.93 -16163.1 -21253 -17048.2 66033.5 31770.5 59010.3 32526 52879.5 186195 229092 -41970.5 -34727.6 31121.9
internal_weight=0 650275 115179 115129 14308 1156 13152 10924 9870 9288 7535 5195 2340 3020 2228 1515 2175 1572 1519 1753 582 603 405 1002 637 105 84 961 896 2516
internal_count=4318164 650275 115179 115129 14308 1156 13152 10924 9870 9288 7535 5195 2340 3020 2228 1515 2175 1572 1519 1753 582 603 405 1002 637 105 84 961 896 2516
is_linear=0
shrinkage=0.1


Tree=1772
num_leaves=31
num_cat=0
split_feature=5 2 1 1 0 1 6 0 3 1 0 5 6 0 3 5 0 0 6 4 0 0 5 4 3 5 0 2 6 5
split_gain=2.38828e+12 1.66206e+13 6.5565e+13 1.48552e+14 8.22317e+13 7.44087e+13 6.50544e+13 5.89962e+13 1.26486e+14 6.52423e+13 5.60046e+13 6.79471e+13 5.41575e+13 4.38511e+13 4.31813e+13 6.45173e+13 6.33157e+13 9.25475e+13 7.38728e+13 5.82308e+13 5.48711e+13 7.44785e+13 7.15831e+13 4.97977e+13 5.33957e+13 4.65487e+13 3.89032e+13 3.8405e+13 3.79442e+13 5.49901e+13
threshold=64.020000000000024 11.500000000000002 30.362552800000003 30.323743050000001 60.029906750000002 30.315880100000005 1.5000000000000002 59.834458500000004 15.500000000000002 30.332994000000003 59.939091550000008 72.705000000000013 1.5000000000000002 59.882016200000002 24.500000000000004 97.050000000000011 59.853570100000006 59.982527000000012 1.5000000000000002 3.5000000000000004 60.063729500000008 59.990816400000007 99.555000000000021 3.5000000000000004 15.500000000000002 99.555000000000021 59.863160500000006 13.500000000000002 1.5000000000000002 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 14 -6 8 12 -10 11 -7 -5 -13 15 19 -16 26 -19 -3 21 22 -17 -24 -25 -23 -18 -26 -4 -30
right_child=1 2 28 4 6 10 -8 -9 9 -11 -12 13 -14 -15 16 20 17 18 -20 -21 -22 25 23 24 27 -27 -28 -29 29 -31
leaf_value=39.429043609106941 46.343491821498453 9902.8498354123749 107.39377033179395 13325.849179687501 -107344.62468904194 167975.78580163047 4994.1383373706376 45879.119636369134 70689.937935331269 -30955.395302483976 -49482.46165820118 -34815.184048018498 217570.63652871625 38739.959639813824 69515.735787898928 -82198.661298884908 -115838.33598926957 -23701.40399907613 23840.235030895463 75052.629793467422 138685.14660326086 50282.921021075585 36226.689375147595 95647.640429687512 -143879.91721191406 -59043.961002599244 -39951.255552147901 -23277.48000593375 -5694.6205169731593 -419.77194323454154
leaf_weight=3370694 790531 5079 66028 20 57 23 539 1567 77 351 502 234 37 124 94 86 83 695 617 141 23 43 397 32 32 413 363 151 40799 38332
leaf_count=3370694 790531 5079 66028 20 57 23 539 1567 77 351 502 234 37 124 94 86 83 695 617 141 23 43 397 32 32 413 363 151 40799 38332
internal_value=0 -140.272 -1080.29 6094.68 26948.7 47.6491 -5749.67 36445.9 5967.86 -12668.7 -27542.2 1366 145906 -9337.98 3000.96 6893.91 -10445.7 -14721.2 -1343.79 11662.6 -14255.4 -17303.6 3230.06 15234.7 -23527.1 -48734.6 -54073.7 -44366.4 -1662.55 -3139.42
internal_weight=0 947470 156939 11780 2648 9132 596 2052 485 428 883 381 57 358 8249 6397 1852 1758 1312 5220 1177 1154 698 612 215 456 446 183 145159 79131
internal_count=4318164 947470 156939 11780 2648 9132 596 2052 485 428 883 381 57 358 8249 6397 1852 1758 1312 5220 1177 1154 698 612 215 456 446 183 145159 79131
is_linear=0
shrinkage=0.1


Tree=1773
num_leaves=31
num_cat=0
split_feature=0 2 2 5 0 5 6 0 1 5 5 5 3 3 3 5 1 3 0 5 3 5 5 0 4 0 5 3 1 0
split_gain=2.19239e+12 1.08925e+13 1.77638e+13 3.12259e+13 8.37314e+13 2.82126e+13 2.58871e+13 2.43086e+13 5.30287e+13 6.94536e+13 4.05483e+13 5.85717e+13 2.99604e+13 2.83384e+13 2.53311e+13 2.26691e+13 2.15003e+13 2.02519e+13 3.46868e+13 2.45108e+13 1.7342e+13 3.96425e+13 2.73274e+13 7.08171e+13 3.09651e+13 3.69284e+13 7.87571e+13 2.90593e+13 4.56137e+13 2.68198e+13
threshold=45.098908000000009 12.500000000000002 13.500000000000002 118.33500000000002 45.013473000000012 120.05000000000001 1.5000000000000002 43.642715500000008 39.925119750000007 97.050000000000011 62.995000000000012 46.810000000000009 14.500000000000002 19.500000000000004 17.500000000000004 105.35000000000001 39.726951800000002 22.500000000000004 45.005863250000004 109.05000000000001 16.500000000000004 71.715000000000018 79.730000000000018 45.059881250000011 2.5000000000000004 45.029420750000007 81.910000000000011 18.500000000000004 38.975980350000007 45.053747000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 -5 8 9 10 11 -3 -13 -14 16 20 -12 18 -17 -20 21 -9 -22 24 25 26 -24 28 -25 -23
right_child=-2 2 -4 4 5 -7 -8 15 -10 -11 14 12 13 -15 -16 17 -18 -19 19 -21 22 29 23 27 -26 -27 -28 -29 -30 -31
leaf_value=24.366006491741913 -27.409800768363311 19393.344146956879 660.49154425455663 48662.332812500004 199103.44879807695 76629.223403033087 -75231.565380859378 3705.0213988383748 -15325.935798171471 217092.78316491167 -58843.198437500003 197873.4320785985 14190.090435987904 158928.20307617189 -118724.10944940476 -101533.86932870372 62748.742803030298 -91606.395266856329 118623.12306463069 -17644.079835464014 5640.2292879501392 -3287.9770978847614 260167.43281250002 197340.04663194445 -15048.186971609932 -23268.508394281918 30543.328926112288 44521.229646422376 24226.158389945653 -38867.614369807408
leaf_weight=491612 3761543 147 54126 26 26 68 48 4277 203 23 26 33 31 24 21 27 33 46 22 33 4437 453 20 45 224 47 59 63 23 398
leaf_count=491612 3761543 147 54126 26 26 68 48 4277 203 23 26 33 31 24 21 27 33 46 22 33 4437 453 20 45 224 47 59 63 23 398
internal_value=0 185.23 1401.72 5088.19 47866.6 110505 -31701.3 4417.47 25072.8 49335.9 37087 58020.5 122545 77348.5 -24405.3 3319.13 9165.85 -38498.9 -8706.83 36862.8 3851.95 -216.924 8094.56 30734.6 7259.98 46918.9 88676 93453 138787 -19928
internal_weight=0 556621 65009 10883 168 94 74 10715 541 338 315 235 88 55 80 10174 59 128 82 55 10046 5128 4918 481 350 126 79 131 68 851
internal_count=4318164 556621 65009 10883 168 94 74 10715 541 338 315 235 88 55 80 10174 59 128 82 55 10046 5128 4918 481 350 126 79 131 68 851
is_linear=0
shrinkage=0.1


Tree=1774
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 1 1 6 5 5 1 2 3 4 5 3 2 5 0 3 1 5 3 3 5 2 5 4 5 3
split_gain=2.20213e+12 6.23651e+13 3.91584e+13 6.39587e+13 1.08752e+14 7.05827e+13 6.33218e+13 5.20636e+13 5.09136e+13 7.45619e+13 6.33979e+13 5.03658e+13 4.97431e+13 4.58364e+13 4.50661e+13 4.47662e+13 4.08061e+13 3.61634e+13 3.17713e+13 3.24211e+13 2.99495e+13 2.98852e+13 2.85015e+13 3.29882e+13 3.40157e+13 3.38379e+13 2.82156e+13 3.28184e+13 5.79585e+13 4.88144e+13
threshold=56.121679000000007 56.197733450000008 81.00500000000001 10.500000000000002 40.247294600000011 43.868031300000006 46.037218400000008 1.5000000000000002 93.00500000000001 94.040000000000006 47.282206100000003 4.5000000000000009 5.5000000000000009 3.5000000000000004 114.05000000000001 9.5000000000000018 3.5000000000000004 128.92000000000004 56.143542450000005 7.5000000000000009 47.208373000000009 120.05000000000001 5.5000000000000009 4.5000000000000009 125.85000000000001 1.5000000000000002 78.010000000000005 2.5000000000000004 79.010000000000005 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 -4 14 -7 17 12 -10 11 16 -9 -14 15 -6 22 18 -8 -20 -18 -5 23 25 -25 -11 -2 28 29 -28
right_child=1 -3 3 21 5 6 7 8 9 10 -12 -13 13 -15 -16 -17 20 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-42.076571442195146 3749.1168881265071 -8.3878696263570856 -83551.835722436808 -1814.4215822607596 10072.144097222223 -37340.001902418873 29795.320095645686 108548.86549487068 -133060.61542968752 -97578.574687500004 -78172.818928328808 -4405.815036010742 44964.738915578688 -37663.981662875791 197135.44060058595 121202.14106712863 185570.99601814518 -41227.599360795459 230838.5497282609 97802.933513183598 63058.793498883933 -71180.502262126873 5426.418370336416 63284.913194444453 206366.7445963542 64650.874772135416 7378.6157812499996 -902.2606636439732 8647.894781564295 -142720.4180889423
leaf_weight=3205370 28768 1080420 89 851 72 156 51 103 36 20 69 384 447 79 32 73 31 22 23 90 56 67 196 54 24 36 30 350 87 78
leaf_count=3205370 28768 1080420 89 851 72 156 51 103 36 20 69 384 447 79 32 73 31 22 23 90 56 67 196 54 24 36 30 350 87 78
internal_value=0 121.2 4445.96 15208.4 24669.3 29358.5 23666 29195.9 23141.4 7966.53 13802.1 21725.1 44998.9 32554.7 89724.8 66020.3 45788.1 79161.9 95311.7 124881 106713 -6877.09 29726.1 65269 107310 6711.79 3322.09 -19218.8 -52094.7 -101026
internal_weight=0 1.11279e+06 32374 3061 2143 2054 1877 1721 1535 906 870 801 629 526 177 145 417 186 164 113 87 918 330 134 78 56 29313 545 195 108
internal_count=4318164 1112794 32374 3061 2143 2054 1877 1721 1535 906 870 801 629 526 177 145 417 186 164 113 87 918 330 134 78 56 29313 545 195 108
is_linear=0
shrinkage=0.1


Tree=1775
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 5 2 5 5 0 1 5 4 3 5 2 3 3 1 0 0 0 3 1 0 1 5 1 3
split_gain=2.32027e+12 2.23596e+13 9.87208e+13 6.10359e+13 5.38159e+13 3.43287e+13 2.93913e+13 4.63645e+13 2.61548e+13 2.56093e+13 2.53863e+13 4.2079e+13 2.48591e+13 2.32169e+13 2.2641e+13 2.25244e+13 2.67983e+13 2.25472e+13 2.16453e+13 2.14412e+13 1.4945e+14 7.22715e+13 1.10022e+14 1.01067e+14 4.92737e+13 4.86539e+13 4.32473e+13 9.89206e+13 3.66203e+13 3.47184e+13
threshold=61.880021000000006 61.396377350000009 56.863241500000008 55.099723300000008 57.265292900000006 6.5000000000000009 137.05000000000004 12.500000000000002 42.405000000000008 59.025000000000013 55.173809400000003 61.42204370000001 97.050000000000011 2.5000000000000004 11.500000000000002 80.00500000000001 2.5000000000000004 4.5000000000000009 3.5000000000000004 61.284352600000013 55.110554300000004 55.160271200000004 55.141517900000004 10.500000000000002 61.310823700000007 55.212972300000011 61.365473900000005 95.020000000000024 61.310823700000007 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 12 8 9 13 14 -4 -5 11 15 -3 -7 -8 -11 -17 -18 -10 -1 29 22 -22 25 -25 -23 27 28 -24 -21
right_child=-2 2 4 5 -6 6 7 -9 18 10 -12 -13 -14 -15 -16 16 17 -19 -20 20 21 23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-46.231627138811618 117.91320105879294 -15162.811154836359 -16978.019750600386 4933.8650790343454 -2759.9437107679928 -3909.754652476126 -33349.372912466402 48422.090047554346 -8914.3497420873391 12698.192089066644 -18729.667517551359 -6940.9898478075984 -94648.703925781258 3421.4796766289714 -109270.80974264706 -5223.9494010416674 -7527.3602050781255 111035.8146267361 -49633.925634979249 1349.3429816544551 -3431.8215857142368 6213.0804557337842 4090.372483708853 588.5525332095018 -15393.543215920576 -2314.6774267237824 17140.134319340734 96369.665778034498 47232.813985750821 -33364.128874816044
leaf_weight=3016415 1203659 2408 649 14478 983 19449 93 46 156 377 946 1649 40 5553 68 45 20 81 800 361 2485 25060 431 3350 4548 9127 2852 246 362 1427
leaf_count=3016415 1203659 2408 649 14478 983 19449 93 46 156 377 946 1649 40 5553 68 45 20 81 800 361 2485 25060 431 3350 4548 9127 2852 246 362 1427
internal_value=0 -45.5698 -2190.78 -1104.45 -21186.1 -226.184 -2592.16 -40118.3 -32471.3 3163.45 -5057.24 897.699 -16461.6 -2281.47 -65415.6 25612.8 58960.8 87558 -42989.3 -12.1037 2036.57 3084.12 13005.6 1580.98 -8614.61 3936.4 23503.4 40970.3 23784.7 -26355.4
internal_weight=0 3.1145e+06 47841 45253 2588 42805 25209 207 1605 17596 3118 2172 2448 25002 161 523 146 101 956 3.06666e+06 50249 48461 6376 42085 7898 34187 3891 1039 793 1788
internal_count=4318164 3114505 47841 45253 2588 42805 25209 207 1605 17596 3118 2172 2448 25002 161 523 146 101 956 3066664 50249 48461 6376 42085 7898 34187 3891 1039 793 1788
is_linear=0
shrinkage=0.1


Tree=1776
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 5 0 5 0 1 5 2 5 2 5 3 2 2 2 3 3 5 3 3 0 1 5 6 3
split_gain=2.35588e+12 1.51403e+13 3.78916e+13 2.85901e+13 5.10419e+13 5.33217e+13 4.16324e+13 6.37604e+13 4.49431e+13 3.9479e+13 1.4047e+14 1.11975e+14 5.56454e+13 4.66354e+13 3.90718e+13 3.31872e+13 4.00544e+13 3.05734e+13 3.01933e+13 1.01106e+14 2.94814e+13 7.62914e+13 5.83608e+13 5.30391e+13 2.93349e+13 2.79994e+13 3.27165e+13 2.78562e+13 4.47138e+13 2.77299e+13
threshold=56.819808050000006 56.895161300000005 114.17164950000002 60.611165000000007 3.5000000000000004 77.715000000000018 142.05000000000004 56.838612000000005 137.05000000000004 56.831297550000009 60.628582700000003 101.05000000000001 5.5000000000000009 132.05000000000004 8.5000000000000018 95.020000000000024 12.500000000000002 3.5000000000000004 7.5000000000000009 10.500000000000002 20.500000000000004 9.5000000000000018 78.010000000000005 11.500000000000002 10.500000000000002 56.852744000000008 60.628582700000003 53.385000000000012 1.5000000000000002 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 18 9 10 12 -12 15 20 17 -5 -17 -9 24 -20 21 22 -11 25 -8 26 27 -23 -29 -22
right_child=1 -3 -4 6 -6 -7 7 14 -10 13 11 -13 -14 -15 -16 16 -18 -19 19 -21 29 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-36.639323987047298 -10289.337353036302 -3.2616886086110051 -60519.381992779359 6158.2071962409664 826.2021524593074 -70084.686326305324 170904.27250306375 29642.057164417616 -99531.571423921137 5161.1627658935995 -9209.7239383968354 -140493.46384351325 69111.280243337969 142437.15071093751 59059.559254092259 165262.9136328125 -14806.603794642859 -116487.78505144818 -115569.71421274038 163309.32403846155 -10507.722413951527 32126.77375 -25053.504609907148 13217.729434720219 62559.109630102037 28504.308325789625 41142.878403280076 58423.539541330647 220258.55930561267 5635.7836453457458
leaf_weight=3465455 2023 754338 99 467 70191 161 51 22 42 10926 4155 66 292 25 42 30 21 41 26 26 1925 30 679 3705 49 647 182 31 38 2379
leaf_count=3465455 2023 754338 99 467 70191 161 51 22 42 10926 4155 66 292 25 42 30 21 41 26 26 1925 30 679 3705 49 647 182 31 38 2379
internal_value=0 148.904 1315.76 1378.05 357.762 -14697.3 4229.48 44277.7 3828.06 3997.65 -3942.68 -11262.5 34201.6 5939.97 -15651.2 14522.8 91116.6 -65458.3 85675.9 23869.8 5773.85 7724.24 3393.32 18572.6 117815 39951.6 66308.8 112573 147550 -1584.53
internal_weight=0 852709 98371 98272 72375 2184 25897 257 25640 25598 5031 4221 810 20567 105 518 51 63 152 52 20542 16238 11605 4633 100 928 281 99 69 4304
internal_count=4318164 852709 98371 98272 72375 2184 25897 257 25640 25598 5031 4221 810 20567 105 518 51 63 152 52 20542 16238 11605 4633 100 928 281 99 69 4304
is_linear=0
shrinkage=0.1


Tree=1777
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 5 5 0 1 1 1 0 0 0 1 0 0 1 1 0 5 5 2 0 6 0 0 4 5 5
split_gain=2.34537e+12 1.62529e+13 1.69107e+13 3.00453e+13 7.6306e+13 5.27576e+13 4.42111e+13 3.39147e+13 3.01206e+13 4.35256e+13 3.22317e+13 6.59909e+13 4.83846e+13 8.82613e+13 5.05592e+13 1.07053e+14 4.24677e+13 3.99407e+13 4.45036e+13 3.645e+13 3.55797e+13 4.81079e+13 5.71145e+13 2.95885e+13 5.3056e+13 4.28732e+13 4.01191e+13 2.71098e+13 4.78766e+13 2.70733e+13
threshold=3.5000000000000004 57.814144100000007 59.863160500000006 59.896318000000008 30.243224600000001 57.995000000000012 55.005000000000003 59.882016200000002 30.102666750000001 30.305955500000003 30.323743050000001 59.932719750000011 59.932719750000011 60.035045000000004 30.362552800000003 59.939091550000008 59.916647550000008 30.388336800000001 30.425002000000003 59.939091550000008 49.995000000000012 84.030000000000015 2.5000000000000004 59.950068600000009 1.5000000000000002 59.939091550000008 60.063729500000008 3.5000000000000004 79.010000000000005 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8 27 -10 11 16 -12 14 15 -14 -11 -15 -19 -16 -17 22 -22 24 25 -13 29 28 -5 -25
right_child=-2 2 3 8 5 -7 7 -9 9 10 12 23 13 17 19 20 -18 18 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=557.58253522300333 -18.040003900519704 -5257.3003662632646 33006.397570603898 -15089.711948164684 19284.087072888051 -77731.638578438477 184540.96272927988 54951.088175455727 21468.484197681388 -38738.705026726973 -28694.25171096747 48652.01874646639 231243.79209662546 -47851.327619375428 -39235.050331003287 -35875.496661931822 99783.865927181614 92533.057490808831 -1205.6815178349204 27539.62904427174 66405.123606329449 -6028.6066627358496 258441.14598214289 81695.349541015632 -142203.745081339 -112798.48682650864 -97513.480585937505 53049.663376991419 -100692.00748239437 -45206.039520474144
leaf_weight=222157 4074053 10261 124 819 182 81 46 36 930 38 554 38 36 183 95 44 53 51 7325 586 59 53 21 40 79 29 40 51 71 29
leaf_count=222157 4074053 10261 124 819 182 81 46 36 930 38 554 38 36 183 95 44 53 51 7325 586 59 53 21 40 79 29 40 51 71 29
internal_value=0 301.076 -2294.57 305.331 25103.1 -10595.3 70679.2 127648 -730.856 836.229 -1215.3 -31166.8 -64.7321 1811.61 31524.4 74046.5 41939.3 -1702.5 -557.542 18224.5 42074.2 67862 116815 -57255.6 -86688.2 -21229.5 -17832.1 -17855.6 -21918.7 28360
internal_weight=0 244111 21954 11693 469 263 206 82 11224 10283 9353 346 9007 8453 894 213 91 7559 7376 681 177 133 80 255 146 67 109 941 890 69
internal_count=4318164 244111 21954 11693 469 263 206 82 11224 10283 9353 346 9007 8453 894 213 91 7559 7376 681 177 133 80 255 146 67 109 941 890 69
is_linear=0
shrinkage=0.1


Tree=1778
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 5 3 5 3 1 5 0 1 1 0 5 4 1 1 5 0 1 3 5 6 5 5 3 3 5
split_gain=2.51517e+12 1.63312e+13 5.19121e+13 5.46456e+13 2.95107e+13 2.30336e+13 1.725e+13 1.69502e+13 2.63893e+13 1.61608e+13 5.06508e+13 6.36705e+13 5.45792e+13 7.26092e+13 1.42477e+14 7.30852e+13 7.4365e+13 9.9922e+13 7.24063e+13 5.41054e+13 5.37271e+13 6.64144e+13 4.96248e+13 5.92436e+13 4.9552e+13 6.42497e+13 5.44022e+13 6.38915e+13 4.41915e+13 4.50323e+13
threshold=57.581016350000006 57.265292900000006 40.247294600000011 89.00500000000001 39.726951800000002 59.245000000000012 2.5000000000000004 81.910000000000011 8.5000000000000018 39.826386800000009 36.995000000000012 58.049540950000008 56.135466100000009 39.899261850000009 57.692655200000004 68.00500000000001 2.5000000000000004 50.888703650000004 49.073956850000009 95.020000000000024 58.000519000000004 60.528664650000003 6.5000000000000009 74.610000000000014 1.5000000000000002 137.05000000000004 105.35000000000001 4.5000000000000009 3.5000000000000004 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 7 6 -4 -3 -9 -2 -11 12 13 14 24 -15 22 18 19 -18 -14 28 -17 -24 25 26 -12 -28 -22 -30
right_child=9 2 3 -5 -6 -7 -8 8 -10 10 11 -13 20 15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-16.979204090811191 -108.90453105187596 -9461.93796830256 6138.2508233523586 -111408.1683872768 2255.4233818038165 -26584.290801086063 -11958.216299284477 -15474.317867542615 -134733.80714285714 -2393.7819880520447 561.28021575964999 -668.65522013187729 5102.0135014388361 1496.5551876889854 -56527.822971515991 -1451.3529740084136 7622.2793285604803 -35950.139157410413 112653.89811639301 -22096.59295757825 -36112.146781931624 -39928.00902624453 -20587.92906094958 -66007.23072229173 12481.055696336276 -138169.44261363635 -63454.294701086954 130474.51572115385 18416.910451542975 143336.59757543105
leaf_weight=3708342 446616 1759 686 56 9752 833 2269 55 28 32433 5733 48708 19101 18685 346 455 2728 818 59 790 149 207 659 509 10355 33 23 65 5883 29
leaf_count=3708342 446616 1759 686 56 9752 833 2269 55 28 32433 5733 48708 19101 18685 346 455 2728 818 59 790 149 207 659 509 10355 33 23 65 5883 29
internal_value=0 -30.4913 -3276.22 -13347 62.7657 -11897.3 -7757.14 -11545.7 -55706.4 191.026 1097.54 2079.32 4088.25 1843.92 6968.43 -1590.32 -11174.6 -4419.42 2791.12 948.627 7738.23 15771.8 -29467.3 -40381.1 8323.83 970.212 1759.01 79788.6 17674.1 19029.7
internal_weight=0 3.72378e+06 15438 3844 11594 3788 2955 1842 83 594384 147768 115335 66627 41258 16555 24703 6018 4395 3577 3518 25369 6268 1623 1168 16209 5854 5821 88 6061 5912
internal_count=4318164 3723780 15438 3844 11594 3788 2955 1842 83 594384 147768 115335 66627 41258 16555 24703 6018 4395 3577 3518 25369 6268 1623 1168 16209 5854 5821 88 6061 5912
is_linear=0
shrinkage=0.1


Tree=1779
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 3 5 0 1 5 5 3 3 5 5 5 3 3 5 2 1 5 3 2 3 3 5 4 5
split_gain=2.53696e+12 1.81176e+13 6.24969e+13 5.61321e+13 1.53898e+14 6.1258e+13 6.69902e+13 5.70783e+13 4.77836e+13 4.46205e+13 3.97764e+13 3.78517e+13 3.57611e+13 3.51295e+13 3.66219e+13 3.44383e+13 3.2295e+13 3.17444e+13 5.82536e+13 3.41299e+13 3.16323e+13 4.45553e+13 2.99523e+13 2.97537e+13 2.96108e+13 2.84971e+13 5.53494e+13 7.80722e+13 7.6449e+13 5.21593e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 44.580511600000001 38.058342000000003 37.914142000000005 11.500000000000002 128.92000000000004 44.678200800000006 37.832345550000007 100.05000000000001 92.035000000000011 9.5000000000000018 6.5000000000000009 51.815000000000005 65.045000000000016 69.610000000000014 13.500000000000002 9.5000000000000018 118.33500000000002 16.500000000000004 37.737121850000008 44.905000000000008 15.500000000000002 1.5000000000000002 15.500000000000002 11.500000000000002 107.05000000000001 2.5000000000000004 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 25 5 8 7 12 10 11 -5 -10 13 14 -7 -8 -14 18 -13 -20 -1 22 -22 -12 -6 26 -4 28 29 -28
right_child=-2 -3 3 4 24 6 15 -9 9 -11 23 17 16 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3505.0929098426532 -50.004374474362415 50.827862648937284 -648.44255041133226 -2781.4317600273835 14902.510665720816 19680.151246940517 -5362.8935039025237 -118250.22392939817 8326.8139750450082 -53317.82349057879 -127588.5855945122 28439.776383646422 57298.610046126996 7231.8675281247333 51686.320101452024 -94860.670112228399 194463.45703125 19679.690022078808 98393.261908143948 263944.82492187497 8791.3280219726566 9451.8569515169584 144777.66161684782 -28255.862496145146 73911.834216819596 -36597.125015024038 -4969.3928216475479 146742.64612165181 -120649.20671875001 77083.939504523034
leaf_weight=14947 3029015 1249634 10256 3558 106 790 131 27 6019 112 41 89 94 729 653 64 21 276 33 20 25 325 46 114 430 208 158 56 35 152
leaf_count=14947 3029015 1249634 10256 3558 106 790 131 27 6019 112 41 89 94 729 653 64 21 276 33 20 25 325 46 114 430 208 158 56 35 152
internal_value=0 117.491 2225.68 5394.13 9748.49 7545.33 21552 26295.4 4120.78 9258.83 -4941.73 10347.6 28001.9 25124.5 34163.9 -34736.5 82346.1 39446.4 77866.3 160866 -2766.03 25129.8 96895.1 -54531 62242.1 61.0982 776.582 37223.1 19446 35263.2
internal_weight=0 1.28915e+06 39515 24172 13307 12771 2509 2314 10262 6549 3713 6437 2287 2172 1443 195 115 418 142 53 15343 396 71 155 536 10865 10657 401 345 310
internal_count=4318164 1289149 39515 24172 13307 12771 2509 2314 10262 6549 3713 6437 2287 2172 1443 195 115 418 142 53 15343 396 71 155 536 10865 10657 401 345 310
is_linear=0
shrinkage=0.1


Tree=1780
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 3 0 3 0 2 5 1 1 3 0 0 3 2 0 0 3 3 2 0 1 3 1 5 4 1
split_gain=2.44209e+12 1.46438e+13 3.46488e+13 3.42474e+13 3.40167e+13 5.16359e+13 3.98152e+13 4.2639e+13 3.93845e+13 3.84425e+13 3.71109e+13 3.13226e+13 3.02666e+13 5.37781e+13 3.30632e+13 2.92509e+13 2.78986e+13 2.66996e+13 2.66363e+13 7.18073e+13 1.2706e+14 1.10808e+14 1.37361e+14 9.29913e+13 8.76235e+13 8.59295e+13 7.59933e+13 7.55389e+13 8.77879e+13 1.40748e+14
threshold=42.005000000000003 47.005000000000003 37.855187800000003 54.725565150000001 55.030402950000003 8.5000000000000018 55.07108800000001 24.500000000000004 47.208883950000008 4.5000000000000009 42.895000000000003 82.957885500000017 78.608766650000021 9.5000000000000018 55.193434200000006 55.388132500000005 3.5000000000000004 4.5000000000000009 55.745923000000012 55.795550600000006 8.5000000000000018 22.500000000000004 18.500000000000004 55.762622900000004 37.582182450000005 24.500000000000004 37.597123000000003 43.605000000000011 1.5000000000000002 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 16 7 -6 -7 -9 -10 12 14 17 -8 -13 -4 -14 -5 20 24 27 25 -24 -20 -23 -26 -22 -29 -30
right_child=1 -3 4 18 6 8 11 9 10 -11 -12 15 13 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 26 -27 -28 28 29 -31
leaf_value=97.976333858151477 5352.9147674847545 53.179873594882352 2231.4224185458297 -2097.5218130906233 -4646.8768877995772 -828.64322556742832 3039.3973501038558 -40285.625638965343 -3352.8130270081997 -9800.1045125997789 4610.926243126024 8633.8943964895534 -13277.57517401527 3945.9950571936661 -2064.4455241834803 -222.36447398271227 -2364.9203292916018 -36675.809309302313 -44706.012192339607 434.32991095142165 7374.3871259031048 -57787.258116414843 -14414.199646749126 67285.990221437634 124864.54944852943 6269.2509988371858 -1301.8465145739208 66806.231334783908 -42385.618767326116 42166.855559133168
leaf_weight=1600872 15319 2212375 15823 32319 19039 34461 13886 646 6749 1150 44002 5540 1829 1606 147687 11411 79832 665 565 67214 904 455 231 351 51 388 747 844 248 955
leaf_count=1600872 15319 2212375 15823 32319 19039 34461 13886 646 6749 1150 44002 5540 1829 1606 147687 11411 79832 665 565 67214 904 455 231 351 51 388 747 844 248 955
internal_value=0 -57.722 -543.656 935.201 -1007.68 -9.85562 -1894.71 -6036.31 1780.34 -20765.4 3551.89 -1422.21 -1841.12 -10326.1 -1625.81 2672.08 -1604.61 -19516.5 292.343 1351.08 12087.9 20392 -2507.39 34858.6 -14573.2 -28304.5 6761.42 31449.9 42082.2 24736.3
internal_weight=0 2.71729e+06 504917 120591 384326 180867 203459 20835 85212 1796 50751 182624 165673 4100 161573 16951 95655 2494 105272 72953 5739 4376 1425 582 1363 843 798 2951 2047 1203
internal_count=4318164 2717292 504917 120591 384326 180867 203459 20835 85212 1796 50751 182624 165673 4100 161573 16951 95655 2494 105272 72953 5739 4376 1425 582 1363 843 798 2951 2047 1203
is_linear=0
shrinkage=0.1


Tree=1781
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 6 0 1 0 1 3 0 4 2 0 0 4 5 1 5 4 2 5 3 3 5 2 2
split_gain=2.50975e+12 1.91701e+13 2.68882e+13 1.95694e+14 2.99441e+13 2.56489e+13 4.10222e+13 2.52236e+13 6.90137e+13 9.64893e+13 9.41038e+13 8.57664e+13 1.10612e+14 8.54532e+13 5.2997e+13 4.48741e+13 4.22273e+13 4.1771e+13 8.76882e+13 6.35752e+13 4.12346e+13 3.54058e+13 4.15815e+13 3.39751e+13 3.25288e+13 4.48181e+13 2.9759e+13 2.57443e+13 3.65642e+13 7.02583e+13
threshold=61.880021000000006 65.58467570000002 63.563300600000012 60.063729500000008 60.693675950000006 55.518428350000008 56.367862600000002 1.5000000000000002 57.131524800000008 65.551978750000004 57.157092150000004 65.520339550000017 7.5000000000000009 57.157092150000004 1.5000000000000002 21.500000000000004 57.178027650000011 57.117834900000013 2.5000000000000004 120.05000000000001 65.480823400000006 116.06000000000002 2.5000000000000004 3.5000000000000004 34.010000000000012 13.500000000000002 9.5000000000000018 161.85000000000002 8.5000000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 17 10 24 16 -13 23 26 27 -12 19 20 -8 -19 22 -15 -11 -10 -26 -14 -9 -29 -30
right_child=1 -3 -4 4 -6 6 7 15 9 13 11 12 14 21 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-47.393901294757711 17709.992561000039 14.797086337862622 -10382.386932806394 181059.24517045455 84830.848838931241 -31242.332754564537 8303.4503230844839 299.74942406922617 1268.7056709022229 134091.3098449707 -11455.79272000182 276242.58016304346 128191.48220778245 4563.3696529111066 -6331.1587804013216 67205.095129757116 19857.301983669349 47758.024128534227 67909.971789944553 -115207.12394903274 8090.2708523821875 -95035.65179924242 46370.920318239128 45325.079548205977 -1557.2576877787178 -22563.15832593017 29955.188790833719 32563.882933222958 -159000.87800455731 55669.514919354842
leaf_weight=3114505 982 1121755 1831 44 122 382 5392 59231 1427 48 816 23 78 2118 105 101 912 315 372 42 1559 33 268 424 1481 3233 51 453 30 31
leaf_count=3114505 982 1121755 1831 44 122 382 5392 59231 1427 48 816 23 78 2118 105 101 912 315 372 42 1559 33 268 424 1481 3233 51 453 30 31
internal_value=0 122.633 1599.55 1873.54 110337 1648.22 1448.37 1607.37 4813.5 -259.099 -5841.15 13086.8 66986.2 15430.9 46418.3 605.71 5070.56 12090.2 23561.5 7348.82 14758 7836.48 9259.27 54352.2 -11959.4 -15963.7 89353.9 493.123 22776.6 -49906.1
internal_weight=0 1.20366e+06 81904 80073 166 79907 78925 78543 18697 11017 8126 1985 257 2891 234 59846 1728 7680 2246 5434 1874 2419 2386 472 6141 4714 129 59745 514 61
internal_count=4318164 1203659 81904 80073 166 79907 78925 78543 18697 11017 8126 1985 257 2891 234 59846 1728 7680 2246 5434 1874 2419 2386 472 6141 4714 129 59745 514 61
is_linear=0
shrinkage=0.1


Tree=1782
num_leaves=31
num_cat=0
split_feature=5 5 1 4 4 0 1 0 3 0 3 0 4 1 1 0 1 2 3 1 3 2 1 1 1 0 0 2 2 2
split_gain=2.52981e+12 2.22354e+13 3.04281e+13 2.82127e+13 2.41202e+13 1.76769e+13 1.7416e+13 1.64983e+13 2.28461e+13 1.60143e+13 1.58321e+13 1.37113e+13 1.30831e+13 1.76104e+13 1.42654e+13 1.16495e+13 3.10168e+13 1.24996e+13 1.13609e+13 1.49379e+13 1.25427e+13 4.74767e+13 2.5002e+13 2.11741e+13 1.66402e+13 2.56348e+13 5.23289e+13 2.01046e+13 2.09666e+13 1.9791e+13
threshold=103.45000000000002 104.75000000000001 82.888608650000023 3.5000000000000004 1.5000000000000002 55.030402950000003 61.310823700000007 54.99493995000001 9.5000000000000018 55.212972300000011 14.500000000000002 55.034903650000011 4.5000000000000009 39.714575750000009 30.451272450000005 57.117834900000013 65.58467570000002 5.5000000000000009 3.5000000000000004 37.516458750000005 5.5000000000000009 4.5000000000000009 37.777459000000007 38.096381250000007 30.207352000000004 56.143542450000005 56.758269450000007 22.500000000000004 18.500000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 12 -8 15 -10 -5 -7 18 14 -14 16 -9 -17 19 -2 21 23 -23 -20 -22 -26 29 28 -28 -27
right_child=1 -3 3 10 5 11 7 8 9 -11 -12 -13 13 -15 -16 17 -18 -19 20 -21 24 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=11.948629585846612 75284.592035060981 -155.33595749593883 56190.588476562501 261.71734060513774 -41156.852178945192 64341.778940217395 100989.78945737093 99243.333967391314 7042.9221971649495 66314.29950036337 77709.717417279418 -16911.927427716124 -33336.642875000005 -8410.9536356362951 -143746.76720525569 -91040.684190848217 -55108.537037760419 1539.8268125000002 -58710.932194741923 1652.3739699590774 -30673.620371388191 146459.80210597828 3328.5246995192306 -9289.6213572485212 -7544.6987470312815 35092.406820807657 2070.0422564523783 -93380.518703497029 76316.572158203126 112757.59042008198
leaf_weight=4215436 41 97665 32 118 617 23 23 23 97 86 34 214 25 83 22 35 30 25 178 84 199 23 26 169 1889 71 774 21 40 61
leaf_count=4215436 41 97665 32 118 617 23 23 23 97 86 34 214 25 83 22 35 30 25 178 84 199 23 26 169 1889 71 774 21 40 61
internal_value=0 -490.311 -6951.96 -22217.7 -29046.2 -32240.1 -3015.11 19405.6 13066.2 34897.2 17585.6 -9026.55 -4945.01 -36107.3 -85018 -22288.4 11874.4 -52465.5 -3812.15 25803.7 -4884.87 -21629.7 70512.6 -34641.2 -2714.35 -766.204 12475.3 3226.21 5718.52 70983.1
internal_weight=0 102728 5063 1038 886 854 4025 319 296 183 152 237 3706 130 47 113 53 60 3576 125 3451 396 49 347 3055 2856 967 835 814 132
internal_count=4318164 102728 5063 1038 886 854 4025 319 296 183 152 237 3706 130 47 113 53 60 3576 125 3451 396 49 347 3055 2856 967 835 814 132
is_linear=0
shrinkage=0.1


Tree=1783
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 6 4 1 1 5 5 2 2 5 2 2 5 0 1 3 5 5 1 3 3 5 5 5 5 3
split_gain=2.23525e+12 4.62311e+13 9.56924e+13 6.44469e+13 1.17878e+14 7.90238e+13 5.84271e+13 4.91123e+13 4.29575e+13 1.91209e+14 4.90072e+13 3.94874e+13 6.83798e+13 3.87797e+13 5.06037e+13 3.79655e+13 3.72536e+13 3.22682e+13 1.04711e+14 1.3815e+14 1.01623e+14 1.00833e+14 5.92564e+13 5.26901e+13 6.87572e+13 6.5838e+13 6.31339e+13 5.13433e+13 4.83966e+13 3.38128e+13
threshold=57.131524800000008 57.117834900000013 65.480823400000006 65.58467570000002 8.5000000000000018 1.5000000000000002 2.5000000000000004 61.880021000000006 65.565203050000022 161.85000000000002 75.750000000000014 2.5000000000000004 6.5000000000000009 85.020000000000024 10.500000000000002 9.5000000000000018 177.02500000000003 57.147575200000006 65.58467570000002 9.5000000000000018 112.04500000000002 142.05000000000004 61.880021000000006 17.500000000000004 16.500000000000004 63.855000000000011 123.15000000000002 112.04500000000002 87.395000000000024 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 -5 6 -4 -3 13 10 -10 -12 -13 15 16 -7 -15 18 22 20 -20 23 -2 24 26 -25 -21 -26 -24 -30
right_child=17 2 3 4 -6 8 -8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 19 21 -22 -23 28 25 27 -27 -28 -29 29 -31
leaf_value=-7.006278350464787 -51848.532857013081 -43448.576921418426 7280.081181173955 2135.6219479339161 -40507.700120384827 -3733.1391643745501 55470.758234863286 41442.098000223763 -3378.7411272721702 305151.10907738097 -33665.934737001618 114587.60290721792 6834.9341622205293 -26549.553887145834 47605.281553948444 -21999.637610900707 -139099.801875 55.70590908904601 231.03983047632138 32831.860362084852 202998.79425000001 232364.48449074072 3666.5322309879575 -54089.42863315819 63246.70095298074 125247.04715625002 -78548.771043113418 193696.62216796877 4628.4755543344572 -22837.951008680306
leaf_weight=3626750 215 77 1559 1183 1434 5860 300 593 2064 21 58 113 123 1492 92 1412 30 657911 2183 884 25 27 11027 113 528 25 54 32 686 1293
leaf_count=3626750 215 77 1559 1183 1434 5860 300 593 2064 21 58 113 123 1492 92 1412 30 657911 2183 884 25 27 11027 113 528 25 54 32 686 1293
internal_value=0 -30.969 -5326.62 -6902.02 -21231 -4044.74 15057 31686 -7196.98 4737.67 2062.23 40260.1 58428.4 -10392.2 -24414.6 -7279.93 -28768 167.148 4456.8 18921.9 2526.87 40689.8 221.548 37526.5 42973.5 -21600.9 26419.8 70701 1082.31 -13317
internal_weight=0 3.64316e+06 16411 15741 2617 13124 1859 670 11265 2379 2358 294 236 8886 1614 7272 1522 675003 17092 3871 2208 1663 13221 1636 1498 138 938 560 13006 1979
internal_count=4318164 3643161 16411 15741 2617 13124 1859 670 11265 2379 2358 294 236 8886 1614 7272 1522 675003 17092 3871 2208 1663 13221 1636 1498 138 938 560 13006 1979
is_linear=0
shrinkage=0.1


Tree=1784
num_leaves=31
num_cat=0
split_feature=5 3 1 5 2 3 1 0 1 5 0 6 3 3 0 5 5 0 0 1 5 0 1 4 5 3 4 0 0 3
split_gain=2.26054e+12 1.53641e+13 5.20134e+13 8.62327e+13 1.58616e+14 1.37633e+14 6.35487e+13 6.48283e+13 5.39288e+13 6.90246e+13 9.96707e+13 5.11072e+13 4.63745e+13 7.63389e+13 5.5885e+13 4.66261e+13 4.56298e+13 4.41329e+13 4.14356e+13 7.60802e+13 6.53431e+13 6.6943e+13 6.02239e+13 5.48537e+13 4.12773e+13 9.83155e+13 1.1099e+14 1.02832e+14 4.45026e+13 3.75266e+13
threshold=64.020000000000024 18.500000000000004 30.410108300000001 64.405000000000015 8.5000000000000018 23.500000000000004 30.388336800000001 60.042666650000008 30.451272450000005 90.015000000000015 59.882016200000002 1.5000000000000002 21.500000000000004 22.500000000000004 59.896318000000008 70.00500000000001 110.05000000000001 59.904813200000007 59.834458500000004 30.332994000000003 150.04500000000004 59.863160500000006 30.305955500000003 3.5000000000000004 81.910000000000011 23.500000000000004 2.5000000000000004 59.896318000000008 59.896318000000008 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 18 16 9 12 -11 -12 -4 14 -14 -15 -8 24 19 22 21 29 -5 -22 25 27 -27 -17 -28 -20
right_child=1 2 8 6 -6 -7 7 -9 -10 10 11 -13 13 15 -16 17 -18 -19 20 -21 23 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=38.360104832798775 45.792164178828692 243592.66189630685 -5026.8470428031869 -25233.665146225114 -7777.9048240485563 -6527.9437026515152 61279.827979347174 -95340.861987304699 -1429.6844299671395 -186148.55037202383 8298.2143317692444 90468.57473744711 -197420.73265625001 -49256.224984273831 -65512.484397167376 45577.632841435188 -83917.826630434778 -66457.789185755464 14146.611225052808 -36031.452358557188 -24407.289185855265 619.72905792531083 73547.77329532399 -217515.77630208337 -41229.495372920414 -147594.74755306606 -49111.1376953125 259360.22372685187 60606.765072601011 71518.539322778743
leaf_weight=3370694 786377 66 842 113 130 33 367 32 139390 21 205 120 40 444 163 135 23 103 3371 669 38 14133 136 24 139 53 59 27 99 118
leaf_count=3370694 786377 66 842 113 130 33 367 32 139390 21 205 120 40 444 163 135 23 103 3371 669 38 14133 136 24 139 53 59 27 99 118
internal_value=0 -136.469 -1026.18 3851.01 64849.6 160219 3116.74 41489.8 -1688.19 -16395.9 24994.9 38638 -23202.5 -35329.2 -91504.3 -24561 52716.9 -6732.28 2246.22 -18468.4 3321.54 3682.1 28719.2 -99159 5282.81 22615.8 -22369.7 81208.1 19636.2 16087
internal_weight=0 947470 161093 19253 229 99 19024 422 141840 2450 346 325 2104 1262 203 1059 390 615 18602 918 17684 17622 249 62 512 373 211 162 158 3489
internal_count=4318164 947470 161093 19253 229 99 19024 422 141840 2450 346 325 2104 1262 203 1059 390 615 18602 918 17684 17622 249 62 512 373 211 162 158 3489
is_linear=0
shrinkage=0.1


Tree=1785
num_leaves=31
num_cat=0
split_feature=5 4 3 3 3 4 2 0 3 0 4 0 1 3 0 1 1 0 3 3 4 4 4 2 1 4 1 2 1 1
split_gain=2.16684e+12 5.13938e+12 1.55477e+13 1.71411e+13 1.77078e+13 4.95175e+13 1.88893e+13 2.85538e+13 1.46937e+13 1.42228e+13 2.91409e+13 2.76474e+13 3.23673e+13 2.02937e+13 1.95414e+13 2.26675e+13 4.95066e+13 3.59842e+13 3.33425e+13 2.70478e+13 2.27193e+13 1.94135e+13 1.6771e+13 1.88283e+13 1.26903e+13 1.35303e+13 1.64879e+13 2.27875e+13 2.24434e+13 1.20134e+13
threshold=225.45000000000002 3.5000000000000004 26.500000000000004 9.5000000000000018 7.5000000000000009 4.5000000000000009 4.5000000000000009 56.876792350000009 10.500000000000002 51.83362145000001 6.5000000000000009 54.708501450000007 83.093115700000013 3.5000000000000004 42.966471700000007 39.969502550000009 39.718803500000007 45.098908000000009 5.5000000000000009 5.5000000000000009 4.5000000000000009 7.5000000000000009 4.5000000000000009 2.5000000000000004 37.362912300000012 5.5000000000000009 38.950530550000003 16.500000000000004 38.969379750000009 49.236330900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -6 -7 -8 29 10 14 13 21 -11 -3 16 17 19 22 20 -16 -13 -17 -24 -10 26 27 -26 -28 -5
right_child=1 2 -4 8 5 6 7 -9 24 11 -12 12 -14 -15 15 18 -18 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-2.2265650633563996 5884.648756617039 58870.348437500004 -84717.132049005682 81569.849820312505 -142196.14667968752 76894.332102272732 -74472.027717752659 59590.267317708342 -55352.902221679688 116729.50750000001 68895.943541666667 3937.3286013831857 -96774.807187500002 6547.9262207031252 -46055.509945913465 -183181.06171875002 109835.041484375 -163854.15892857144 19117.390875000001 -114878.51127929689 83760.549330357157 -91275.453373579541 -18169.500537109376 -143430.37215169272 126318.08641826923 67093.384950657899 -66343.697112771741 7196.3246279761916 6096.1037337881007 5808.7072157118055
leaf_weight=4313902 2036 20 22 50 36 22 47 24 32 35 30 805 35 32 26 24 25 21 25 20 28 22 24 24 26 38 46 42 609 36
leaf_count=4313902 2036 20 22 50 36 22 47 24 32 35 30 805 35 32 26 24 25 21 25 20 28 22 24 24 26 38 46 42 609 36
internal_value=0 2253.68 -1067.36 -232.384 -7415.3 -42615.5 -4068.21 -29155.2 10595.1 -3618.62 -23959.9 2227.6 -2581.94 64105.5 -35713.8 -44431.3 -15373.2 -48322.7 -80379.5 -15536.7 21256.5 1404.46 -114927 -80799.9 6337.31 8931.38 5874.46 52742.9 1008.73 49855.9
internal_weight=0 4262 2226 2204 1325 129 93 71 879 1196 267 929 862 67 237 217 120 95 97 74 54 827 72 48 793 761 723 68 655 86
internal_count=4318164 4262 2226 2204 1325 129 93 71 879 1196 267 929 862 67 237 217 120 95 97 74 54 827 72 48 793 761 723 68 655 86
is_linear=0
shrinkage=0.1


Tree=1786
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 3 1 0 1 3 3 1 1 3 3 3 5 3 0 4 3 2 3 6 5 2 1 5 3
split_gain=2.14467e+12 1.40414e+13 9.32615e+13 6.60104e+13 3.18617e+13 3.10952e+13 3.0055e+13 3.1028e+13 2.70449e+13 8.47894e+13 6.29852e+13 7.23985e+13 5.46657e+13 9.21775e+13 1.33383e+14 1.92467e+14 2.55833e+14 4.78516e+13 5.2086e+13 7.66059e+13 4.25445e+13 4.89957e+13 3.6773e+13 3.4088e+13 2.99676e+13 2.96365e+13 4.04696e+13 3.32725e+13 3.26018e+13 2.9305e+13
threshold=44.982728700000003 44.732363600000006 37.777459000000007 38.422276900000007 7.5000000000000009 79.730000000000018 10.500000000000002 39.863684800000009 44.893607100000004 37.342273500000012 10.500000000000002 11.500000000000002 37.275078000000001 37.314272700000011 11.500000000000002 14.500000000000002 13.500000000000002 104.75000000000001 4.5000000000000009 44.874285750000006 2.5000000000000004 5.5000000000000009 4.5000000000000009 9.5000000000000018 1.5000000000000002 78.710000000000022 2.5000000000000004 37.328003200000005 97.050000000000011 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 -5 7 -6 10 12 17 -12 -10 14 -14 16 -16 -3 19 29 -15 -22 -20 25 -11 27 -27 -23 -28 -19
right_child=-2 2 3 4 6 -7 -8 -9 9 24 11 -13 13 20 15 -17 -18 18 22 -21 21 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=111.05987209094992 16.73307301561923 3525.199797169128 -21163.029380191372 1392.1869330592517 -39748.369533862737 -35138.895565609062 18541.451823525116 -9704.3502651011968 -10103.413471813523 -25824.870898570731 -52289.584998507838 -5681.6480827256382 -2849.9471563224661 6756.8339720917447 97721.744073523776 10943.034280691965 377174.18285060977 47918.723593750008 -87947.216620551219 153226.29947150737 9409.1308347917875 198518.50748046875 -17976.451792645305 22498.85631808429 -3438.9916592611185 -54468.483522385817 35435.366207449777 66002.577669270846 151209.17260174418 -111788.00895543981
leaf_weight=181022 4087717 15705 3610 4760 570 245 214 866 1131 733 344 10695 283 5485 163 175 41 20 144 34 433 40 157 142 3247 26 56 36 43 27
leaf_count=181022 4087717 15705 3610 4760 570 245 214 866 1131 733 344 10695 283 5485 163 175 41 20 144 34 433 40 157 142 3247 26 56 36 43 27
internal_value=0 -296.815 -1790.68 -10275.1 -4368.88 -396.048 -16419.8 -21629.9 433.326 4378.89 -1317.06 -7134.06 10279.6 13609.5 49095.6 87883.4 153886 2674.6 -32295.6 38886.3 9857.41 31773.2 -51450.8 60005.4 -7561.82 86502.6 56561.6 135748 85721 -43827.7
internal_weight=0 230447 49425 10265 6655 5005 1650 1436 39160 12034 27126 11039 8054 6923 662 379 204 16087 382 81 6261 776 301 343 3980 201 125 76 99 47
internal_count=4318164 230447 49425 10265 6655 5005 1650 1436 39160 12034 27126 11039 8054 6923 662 379 204 16087 382 81 6261 776 301 343 3980 201 125 76 99 47
is_linear=0
shrinkage=0.1


Tree=1787
num_leaves=31
num_cat=0
split_feature=0 1 5 0 3 0 3 2 5 3 1 2 2 2 2 5 5 3 5 5 2 5 5 2 2 5 5 0 4 5
split_gain=2.14191e+12 9.86664e+12 3.90119e+13 6.11139e+13 9.8733e+13 6.88618e+13 6.02452e+13 1.30415e+14 6.20667e+13 6.01974e+13 5.36403e+13 5.03011e+13 8.98569e+13 1.45251e+14 6.92909e+13 5.47483e+13 4.77744e+13 4.61429e+13 4.59275e+13 4.49821e+13 6.71443e+13 5.44873e+13 9.93161e+13 1.26193e+14 4.21748e+13 5.74305e+13 4.48443e+13 3.90923e+13 5.73559e+13 3.88893e+13
threshold=45.098908000000009 38.950530550000003 56.005000000000003 45.047272400000004 22.500000000000004 45.03656895000001 23.500000000000004 15.500000000000002 74.610000000000014 24.500000000000004 38.911476500000006 5.5000000000000009 16.500000000000004 13.500000000000002 9.5000000000000018 150.04500000000004 65.50500000000001 14.500000000000002 94.040000000000006 109.05000000000001 4.5000000000000009 83.010000000000005 82.00500000000001 7.5000000000000009 13.500000000000002 101.05000000000001 112.04500000000002 45.040161900000008 2.5000000000000004 73.995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 29 7 -6 16 -10 17 -11 13 14 -13 18 -8 -7 -14 21 -21 22 27 -24 25 -19 -27 28 -12 -4
right_child=-2 -3 3 4 6 10 8 -9 9 11 19 12 15 -15 -16 -17 -18 24 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=681.70398125705526 -27.092434097369193 412.2638388812864 -5478.1122837555085 -15299.871101804571 -46973.406625000003 -45271.466204427088 13571.202591765874 260004.34889112902 -65559.380303158978 -87275.911148648651 25711.069976937473 101685.37662442836 13888.941601562501 300439.89886300225 -121688.41889880953 70187.189797794126 90643.891780133941 48504.332694710931 -169110.47683105469 42047.352623820756 -51263.758182075428 32477.334162119067 47070.700277944714 -240404.48929476354 12418.09619950677 251101.23842592596 85129.420674542693 -12323.978085989171 -31322.512525976101 1659.7205233941791
leaf_weight=83280 3761543 429391 20650 6530 25 60 189 31 138 37 1073 41 24 28 21 34 140 278 32 106 283 806 26 37 217 27 41 756 211 12109
leaf_count=83280 3761543 429391 20650 6530 25 60 189 31 138 37 1073 41 24 28 21 34 140 278 32 106 283 806 26 37 217 27 41 756 211 12109
internal_value=0 183.086 -590.372 -3000.8 -11376.8 -1340.67 23241.4 122961 15077.2 -13921.9 11183.3 18916.7 40745.1 111400 26026.5 -29909.3 46368.1 38094.2 -90682.2 6099.75 -25837.1 10370.4 1897.7 -121764 46978.6 68653.9 151030 5716.67 16338.7 -2839.69
internal_weight=0 556621 127230 43950 7270 36680 740 56 684 355 3921 217 180 90 62 90 329 623 56 3298 389 2909 2103 63 563 346 68 2040 1284 32759
internal_count=4318164 556621 127230 43950 7270 36680 740 56 684 355 3921 217 180 90 62 90 329 623 56 3298 389 2909 2103 63 563 346 68 2040 1284 32759
is_linear=0
shrinkage=0.1


Tree=1788
num_leaves=31
num_cat=0
split_feature=5 0 0 3 5 2 3 3 1 5 1 1 1 3 2 4 0 3 3 0 0 1 1 3 3 2 0 1 2 1
split_gain=2.19715e+12 9.86268e+12 4.35164e+13 4.29464e+13 4.7941e+13 8.42325e+13 4.10984e+13 6.99954e+13 6.97867e+13 3.57524e+13 5.20948e+13 1.37029e+14 8.04466e+13 6.18865e+13 5.32848e+13 3.24044e+13 5.76872e+13 3.31757e+13 5.23022e+13 3.06009e+13 2.92097e+13 5.07275e+13 4.77479e+13 3.88992e+13 4.00839e+13 3.24148e+13 2.84786e+13 8.14359e+13 3.9216e+13 5.80407e+13
threshold=96.015000000000015 55.834684950000003 55.826364100000013 7.5000000000000009 101.05000000000001 3.5000000000000004 11.500000000000002 18.500000000000004 49.111504200000006 98.020000000000024 37.855187800000003 30.425002000000003 30.434657650000002 9.5000000000000018 5.5000000000000009 3.5000000000000004 55.885524800000006 28.500000000000004 20.500000000000004 55.924336300000007 59.904813200000007 30.102666750000001 30.388336800000001 9.5000000000000018 4.5000000000000009 3.5000000000000004 60.029906750000002 30.323743050000001 13.500000000000002 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 8 -8 10 11 20 14 -14 -13 17 -17 18 19 -15 21 -3 -23 24 -22 -25 28 -28 -27 -30
right_child=1 9 3 6 5 -7 7 -9 -10 -11 -12 12 13 15 -16 16 -18 -19 -20 -21 23 22 -24 25 -26 26 27 -29 29 -31
leaf_value=13.511625348238724 71.694928701609072 80410.696373092302 206673.80015024039 -36907.761274369266 -58144.215468750001 174556.1560825893 119225.49993815104 -16708.344400255926 -21390.6741640625 -596.18849222867073 414.09675696056013 -76831.732617511167 -90231.367009161098 9765.396585787259 -264387.6245535714 -179913.88381076392 -10902.245329483696 -105790.00524839743 37078.634298764366 -57284.926475997388 -23130.693627717395 -39660.695775615983 118210.68246093752 -46491.869704367899 45115.885193656344 75.75373404472704 98405.527457682299 -37744.093374558441 -169593.95677455358 29903.716906250003
leaf_weight=4168594 95803 43 26 109 35 28 120 145 50 47831 2774 33 210 104 28 36 46 39 157 197 115 455 20 176 342 411 96 81 35 25
leaf_count=4168594 95803 43 26 109 35 28 120 145 50 47831 2774 33 210 104 28 36 46 39 157 197 115 455 20 176 342 411 96 81 35 25
internal_value=0 -376.576 227.236 29274.7 92427.5 45278.2 16018.6 34332.8 77867.8 -1468.64 -9163.69 -19193.4 -52281.5 -43727.5 -162923 -26860.8 -85102.5 -17251.5 -9712.19 -34118 -3559.82 -23598 -33013.5 4543.04 27942.2 -8434.43 1902.16 36099.8 -10949.2 -86469.9
internal_weight=0 149570 96316 513 89 63 424 315 170 53254 5423 2649 850 789 61 579 82 497 458 301 1799 518 475 1281 457 824 648 177 471 60
internal_count=4318164 149570 96316 513 89 63 424 315 170 53254 5423 2649 850 789 61 579 82 497 458 301 1799 518 475 1281 457 824 648 177 471 60
is_linear=0
shrinkage=0.1


Tree=1789
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 0 3 3 3 0 0 3 3 6 1 1 2 1 3 0 0 1 0 3 0 0 1 3 4 5
split_gain=2.17418e+12 1.87245e+13 2.11811e+13 4.07863e+13 3.63089e+13 3.44781e+13 2.51607e+13 2.24338e+13 2.38669e+13 6.12307e+13 4.64972e+13 4.5788e+13 4.13765e+13 6.74672e+13 1.735e+14 6.92541e+13 4.62783e+13 5.3735e+13 9.86665e+13 4.90607e+13 7.55684e+13 3.95119e+13 7.48855e+13 4.80308e+13 5.08149e+13 4.10155e+13 5.40382e+13 4.85617e+13 4.08004e+13 7.67591e+13
threshold=38.633372000000001 38.096381250000007 54.990000000000002 41.505000000000003 45.133160800000006 44.678200800000006 30.500000000000004 26.500000000000004 11.500000000000002 54.864040150000001 55.777112100000004 18.500000000000004 8.5000000000000018 1.5000000000000002 38.233559750000005 38.151577750000008 5.5000000000000009 38.151577750000008 6.5000000000000009 55.576287050000012 55.601678500000013 38.233559750000005 55.851332700000007 23.500000000000004 56.054485600000007 56.320495600000008 38.151577750000008 15.500000000000002 2.5000000000000004 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -7 8 12 -10 11 -11 16 14 15 -14 17 18 19 -6 -21 25 -23 24 -24 -12 -27 -28 29 -26
right_child=-2 2 4 -5 7 6 -8 -9 9 10 21 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 28 26 27 -29 -30 -31
leaf_value=19.973751051928783 -46.291227497736386 23940.472049546694 -10583.237192832974 -2546.2089486837626 4387.9569936227408 2827.9291611599533 -106682.02347470238 98367.262680288462 81018.364241094183 15579.000864289475 -30216.845971153434 -12593.827070835659 103038.72655273438 12214.235361063842 -25406.810654529931 286893.49850260414 -43513.230445658875 383.79858261580443 -65346.242157451925 91081.363384382305 25397.843019257383 -17260.422844997833 17718.193245821221 -57165.503734453989 65641.387760862577 29858.291828477653 -88678.201011513171 4501.5820097979376 20756.353987068967 244070.43122965493
leaf_weight=1222775 3029015 793 1505 22102 734 22557 21 26 92 2082 1183 798 140 4418 128 24 203 6562 130 214 965 675 258 51 73 315 95 136 58 36
leaf_count=1222775 3029015 793 1505 22102 734 22557 21 26 92 2082 1183 798 140 4418 128 24 203 6562 130 214 965 675 258 51 73 315 95 136 58 36
internal_value=0 108.767 1744.56 533.454 4379.49 3445.9 2726.07 5540.49 5415.89 80.8625 -1211.89 7772.78 7725.45 15291.1 61845.2 129944 3679.77 4793.09 18955.5 24684.3 37320 -10196.6 4159.25 34533.8 45537.7 -19753.3 2917.85 -33819.1 88516.3 124572
internal_weight=0 1.28915e+06 66374 45473 20901 23371 22578 19396 19370 5852 5760 2880 13518 4710 292 164 8808 8605 2043 1913 1179 2880 1151 476 425 1729 546 231 167 109
internal_count=4318164 1289149 66374 45473 20901 23371 22578 19396 19370 5852 5760 2880 13518 4710 292 164 8808 8605 2043 1913 1179 2880 1151 476 425 1729 546 231 167 109
is_linear=0
shrinkage=0.1


Tree=1790
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 6 3 3 1 5 3 4 1 1 5 5 3 4 5 5 1 0 0 0 3 0 5 3 1
split_gain=2.19542e+12 1.84496e+13 7.76936e+13 5.06298e+13 4.51491e+13 4.24767e+13 3.01423e+13 7.21753e+13 4.02781e+13 3.99684e+13 2.60329e+13 3.36396e+13 3.02537e+13 2.7617e+13 2.55688e+13 2.53979e+13 2.24078e+13 2.2275e+13 2.14719e+13 2.26941e+13 1.75997e+13 1.75121e+13 1.21019e+14 5.80233e+13 8.9094e+13 8.27216e+13 4.56345e+13 5.20842e+13 5.14401e+13 6.99253e+13
threshold=61.880021000000006 61.396377350000009 56.863241500000008 55.110554300000004 57.265292900000006 97.050000000000011 1.5000000000000002 13.500000000000002 10.500000000000002 61.42204370000001 98.020000000000024 19.500000000000004 2.5000000000000004 61.463701450000009 61.42204370000001 69.610000000000014 85.91500000000002 16.500000000000004 1.5000000000000002 66.990000000000023 41.505000000000003 61.284352600000013 55.110554300000004 55.160271200000004 55.141517900000004 18.500000000000004 55.173809400000003 75.750000000000014 17.500000000000004 61.310823700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 5 16 14 7 9 18 -5 11 13 15 -9 -3 -13 20 -12 -8 -20 -4 -1 -23 24 -24 26 -25 -28 -29 -30
right_child=-2 2 4 6 -6 -7 8 10 -10 -11 17 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 27 28 29 -31
leaf_value=-44.770166223269605 114.69709722066034 -35668.80464454271 -14370.350764602432 -21408.978894415151 -1966.9980727109396 -89321.253509794784 -1227.9847051780669 19730.389475987893 -14317.414680017066 462.4492650719468 -13035.301718750001 -12528.630669982769 -55618.954906116836 -39138.807110737645 -7349.7795050984969 43846.733378507655 -134367.84984375001 64794.836784966559 5814.6860530707781 -2367.2047794701166 -36088.971914089794 -23711.567394553582 -3121.6311801497463 13227.431164451753 21116.806199234234 -14629.848520038322 2881.3049379695644 -11263.711814530272 142904.70198437499 -44644.055755800189
leaf_weight=3016415 1203659 341 601 2628 983 67 12202 1086 1569 1225 50 433 132 86 4903 98 20 139 15992 4302 984 1788 2485 3698 3891 2979 31616 3709 50 33
leaf_count=3016415 1203659 341 601 2628 983 67 12202 1086 1569 1225 50 433 132 86 4903 98 20 139 15992 4302 984 1788 2485 3698 3891 2979 31616 3709 50 33
internal_value=0 -44.3268 -1992.97 -1029.25 -18844.3 -10202.1 190.449 -6423.33 1331.48 -14455.3 8866.78 5227.06 -12774.7 15410.6 -9191.27 -2124.14 -29181 44204.9 2087.05 4080.26 -27853.7 -13.9274 1837.55 2780.2 11670.1 1433.36 2657.02 1553.04 -9521.39 68337.1
internal_weight=0 3.1145e+06 47841 45253 2588 5311 39942 5877 34065 3853 2024 1835 663 1172 5244 531 1605 189 32496 20294 1585 3.06666e+06 50249 48461 6376 42085 39106 35408 3792 83
internal_count=4318164 3114505 47841 45253 2588 5311 39942 5877 34065 3853 2024 1835 663 1172 5244 531 1605 189 32496 20294 1585 3066664 50249 48461 6376 42085 39106 35408 3792 83
is_linear=0
shrinkage=0.1


Tree=1791
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 1 6 1 1 1 0 1 0 1 1 5 1 1 5 5 6 0 0 0 1 1 5 5 0 2
split_gain=2.12902e+12 1.43628e+13 7.20472e+13 1.18049e+14 1.50501e+14 5.73222e+13 6.95344e+13 5.38099e+13 5.04859e+13 8.79561e+13 6.96229e+13 6.48853e+13 6.1993e+13 5.55786e+13 8.15208e+13 4.65023e+13 4.20255e+13 1.3659e+14 3.8154e+13 3.74898e+13 4.04687e+13 3.42729e+13 3.26325e+13 3.12105e+13 4.69121e+13 3.451e+13 3.40484e+13 7.44176e+13 7.78941e+13 6.86918e+13
threshold=3.5000000000000004 4.5000000000000009 37.914142000000005 37.869926150000005 55.812836050000008 37.889331900000009 1.5000000000000002 37.855187800000003 82.961358250000018 82.837870700000011 55.043101600000007 82.962740850000003 55.046835900000012 82.945329900000004 82.926290250000008 56.505000000000003 65.520339550000017 65.551978750000004 54.410000000000004 37.305000000000007 1.5000000000000002 63.563300600000012 60.052595500000002 52.719210700000012 37.971176850000006 38.058342000000003 150.04500000000004 225.45000000000002 55.795550600000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 21 9 16 13 -10 -12 14 -11 -16 23 19 -15 -18 -21 22 -2 24 -4 -26 -25 28 -28 -30
right_child=1 -3 8 4 5 -7 -8 -9 11 10 12 -13 -14 18 15 -17 17 -19 -20 20 -22 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=286.85330240301295 1359.056210140825 16.655633076220543 145028.31392045456 -17686.220936331189 -9037.0383147229641 25698.223714908938 84130.341952867006 -35618.627379385631 126772.55918898812 -28769.90928491361 27336.79436299378 2317.3006517922768 -14401.109621571788 -1348.2258086622808 -7454.8589337384255 169504.69933712122 -9233.8142700195312 -2027.6495165196991 -93695.498228102471 20027.381285469488 73708.934275993946 -65925.115229096293 14669.382551528188 -4930.2893956255739 -45462.107673522252 -806.90782965911728 31603.482542067308 38487.074235491069 -34087.400166015628 -203839.02893604344
leaf_weight=244111 28753 3945856 22 494 95 588 511 384 42 1666 462 16130 1549 57 27 33 104 2863 208 212 416 74 1968 39071 174 32086 39 70 40 59
leaf_count=244111 28753 3945856 22 494 95 588 511 384 42 1666 462 16130 1549 57 27 33 104 2863 208 212 416 74 1968 39071 174 32086 39 70 40 59
internal_value=0 -17.1878 -1058.88 2978.55 28735.6 47941.9 69524.9 1584.09 -2450.86 -3491.03 -17936.4 2640.52 -4812.39 -31192.3 -24645.6 89872.9 -2721.83 7828.44 -73832.1 46377.6 55587.1 2047.99 2211.72 -3251.84 -948.214 -1047.76 -5145.11 -45497 -88097.6 -135253
internal_weight=0 4.07405e+06 128197 32867 1688 1194 606 31179 95330 79158 4002 16172 2011 1991 1726 60 75156 3595 265 732 628 30795 30721 71561 32282 32260 39279 208 138 99
internal_count=4318164 4074053 128197 32867 1688 1194 606 31179 95330 79158 4002 16172 2011 1991 1726 60 75156 3595 265 732 628 30795 30721 71561 32282 32260 39279 208 138 99
is_linear=0
shrinkage=0.1


Tree=1792
num_leaves=31
num_cat=0
split_feature=4 2 5 0 3 0 1 1 5 1 0 0 5 5 0 5 5 5 3 5 5 5 0 1 1 1 1 1 3 5
split_gain=2.17693e+12 1.09025e+13 3.02364e+13 1.74305e+13 4.42809e+13 2.82813e+13 3.03004e+13 3.5721e+13 4.46781e+13 2.35142e+13 2.19474e+13 2.72913e+13 3.1813e+13 3.10155e+13 2.69532e+13 3.36753e+13 2.78361e+13 3.69048e+13 3.36531e+13 2.35936e+13 1.86254e+13 1.8546e+13 1.77584e+13 1.44624e+13 6.57569e+13 1.78501e+13 1.51756e+13 2.07673e+13 1.64889e+13 1.84407e+13
threshold=4.5000000000000009 1.5000000000000002 28.810000000000006 53.516665650000007 10.500000000000002 45.029420750000007 39.969502550000009 38.959914000000005 99.555000000000021 39.488326500000007 55.806974650000008 55.74310830000001 225.45000000000002 128.92000000000004 55.025681450000008 120.05000000000001 150.04500000000004 92.035000000000011 5.5000000000000009 64.805000000000021 142.05000000000004 128.92000000000004 54.920670650000005 30.346469350000003 30.362552800000003 30.160599000000001 37.417247200000006 34.359746700000009 13.500000000000002 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 -10 11 12 14 -13 16 -16 17 -5 -19 -12 21 -7 -18 25 -25 -21 27 -26 29 -28
right_child=1 -3 3 10 -6 20 -8 8 9 -11 19 13 -14 -15 15 -17 22 18 -20 23 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-4.1030485543684456 -95328.341803850446 90.288957067547898 -10430.675883152175 -14683.381014476103 -116236.90307765151 -11703.642270507813 -3118.5938622451413 12674.486711290148 239299.26755952381 102250.12964969758 102732.67360937501 49062.84911458334 116130.84951467803 187869.18318536933 18641.19028082379 -71907.80597718255 -89289.906101190485 171680.4220655488 36011.776982717805 62409.571005394348 -66773.904051906778 87467.866933593759 37900.554347826088 169572.69444531249 -1374.9261931818182 -36697.739243073644 4994.0651592775594 -109833.72877103365 -61050.512096774197 50797.841947391054
leaf_weight=4303792 28 12275 46 34 33 330 164 36 21 31 25 60 33 22 118 63 21 41 33 21 59 20 23 25 55 135 454 26 31 109
leaf_count=4303792 28 12275 46 34 33 330 164 36 21 31 25 60 33 22 118 63 21 41 33 21 59 20 23 25 55 135 454 26 31 109
internal_value=0 1228.68 7892.39 9289.29 -3011.17 2273.77 25704.9 60981.4 98310.5 157597 16138.3 34159.3 22476.7 86303.6 13195.6 -12875.9 44241.3 71556 111180 6974.4 -14798.3 -6036.7 -22804 4177.72 10313.9 -23356.4 4415.42 -36188.9 9952.36 13861.9
internal_weight=0 14372 2097 2069 740 707 298 134 88 52 1329 448 366 82 333 181 152 108 74 881 409 350 44 856 700 156 675 81 594 563
internal_count=4318164 14372 2097 2069 740 707 298 134 88 52 1329 448 366 82 333 181 152 108 74 881 409 350 44 856 700 156 675 81 594 563
is_linear=0
shrinkage=0.1


Tree=1793
num_leaves=31
num_cat=0
split_feature=5 5 1 4 1 1 0 4 1 1 3 3 0 1 1 0 0 1 3 4 1 1 2 3 1 0 1 1 3 1
split_gain=2.01364e+12 1.86607e+13 2.50857e+13 2.55639e+13 2.04805e+13 1.42692e+13 2.02208e+13 1.19502e+13 1.31581e+13 1.31574e+13 1.11196e+13 1.13772e+13 3.17379e+13 2.1673e+13 1.29151e+13 1.12467e+13 5.36435e+13 2.26611e+13 2.44671e+13 2.00868e+13 2.00533e+13 3.54668e+13 3.22131e+13 2.77989e+13 2.76135e+13 2.68335e+13 2.29981e+13 1.79148e+13 1.65041e+13 1.64125e+13
threshold=103.45000000000002 104.75000000000001 82.933113850000026 3.5000000000000004 82.926290250000008 84.920232800000022 54.920670650000005 4.5000000000000009 39.021425200000003 30.451272450000005 3.5000000000000004 4.5000000000000009 47.155083450000006 30.315880100000005 30.578016350000002 56.197733450000008 56.782419000000012 30.207352000000004 17.500000000000004 3.5000000000000004 37.777459000000007 37.516458750000005 4.5000000000000009 8.5000000000000018 37.597123000000003 55.812836050000008 37.752451500000006 43.94115175000001 6.5000000000000009 37.869926150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -5 10 9 -9 -2 12 -12 -14 -15 20 27 18 -18 28 21 22 25 -24 -23 -13 -26 -17 -19 -22
right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 11 15 13 14 -16 16 17 19 -20 -21 29 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=10.660182059279094 25419.325697866589 -130.57006738570053 -36242.732325615318 93801.433264802632 86471.366468749999 -17021.357714843751 -30422.9383203125 -29437.634562500003 -11324.370713112572 -138257.08812500001 58280.030823863635 -22966.670854448199 9724.3568597560989 -138964.169390625 -55232.040234375003 128716.28196716309 -132698.578125 -34651.172622395832 -21348.411908783786 -21928.15939686897 -53041.173391927085 159831.39674479168 106801.51983072917 4072.2539239954067 13069.873945732528 -137643.81821875001 124748.31610054348 43436.441176255845 14581.778041210873 -9411.9146410049707
leaf_weight=4215436 130 97665 472 38 25 66 20 25 88 20 33 111 41 25 70 32 24 75 111 259 90 21 30 216 93 25 23 107 739 2054
leaf_count=4215436 130 97665 472 38 25 66 20 25 88 20 33 111 41 25 70 32 24 75 111 259 90 21 30 216 93 25 23 107 739 2054
internal_value=0 -437.44 -6356.94 -25627.5 -3785.81 14778.9 50965.4 -4293.78 -33816.7 -77801.8 -3382.54 -4278.51 -29694.7 -51041.5 -77266.8 -3207.35 4238.96 -2530.41 -41144 2327.78 -6973.85 10663.6 -4991.48 16600.2 54315.1 -44047 35213 63069.2 10045.6 -11243.4
internal_weight=0 102728 5063 596 4467 124 58 4442 133 45 4309 4179 169 136 95 4010 1347 1208 135 1073 2663 519 382 246 137 136 116 139 814 2144
internal_count=4318164 102728 5063 596 4467 124 58 4442 133 45 4309 4179 169 136 95 4010 1347 1208 135 1073 2663 519 382 246 137 136 116 139 814 2144
is_linear=0
shrinkage=0.1


Tree=1794
num_leaves=31
num_cat=0
split_feature=3 1 0 3 5 6 5 3 1 6 2 1 6 5 0 3 6 5 5 6 5 2 5 1 0 0 4 2 3 5
split_gain=1.99165e+12 1.98381e+13 7.0611e+13 6.31497e+13 1.10841e+14 6.75253e+13 6.13461e+13 7.01545e+13 5.83122e+13 1.27385e+14 5.48166e+13 5.32764e+13 4.36547e+13 4.15525e+13 4.60778e+13 4.89835e+13 7.35526e+13 4.34697e+13 4.12101e+13 3.83529e+13 7.21841e+13 4.5273e+13 8.40434e+13 3.74847e+13 7.74634e+13 9.41251e+13 1.11105e+14 9.66558e+13 6.854e+13 4.51527e+13
threshold=22.500000000000004 82.911991800000024 55.046835900000012 24.500000000000004 76.730000000000018 1.5000000000000002 100.05000000000001 23.500000000000004 82.940215400000014 1.5000000000000002 3.5000000000000004 82.933113850000026 1.5000000000000002 87.00500000000001 55.061033200000004 24.500000000000004 1.5000000000000002 90.015000000000015 161.85000000000002 1.5000000000000002 125.85000000000001 4.5000000000000009 99.555000000000021 82.902675200000019 55.034903650000011 55.050600750000008 2.5000000000000004 8.5000000000000018 24.500000000000004 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 3 4 5 -3 7 11 9 -6 -10 -4 -8 -9 15 17 -17 -15 19 -5 21 -21 -23 -2 -25 26 29 -28 -27 -26
right_child=1 2 6 18 8 -7 12 13 10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 22 -24 24 25 28 27 -29 -30 -31
leaf_value=-20.73119374730301 99.772952840204866 24116.031122548957 71556.190982041866 6418.2622136926439 21756.402159615027 -7287.493223490952 -13846.491011427108 -4084.0878665244572 -48954.701436491938 199160.39264734971 52115.760620423127 7796.9208269391747 -67262.300147736372 62437.169588448669 -820.24403638731349 46246.973946212878 193085.39365885418 -95169.4241294643 115377.20416666668 -19357.464647994591 -71938.108794270825 8.5387097370193672 66125.990043896978 -27838.705816638012 42719.980716608865 -42846.486585645383 326208.81171875005 36023.220099431819 158.66151996145044 -28637.151483718488
leaf_weight=3950085 326488 1520 221 13353 83 1246 442 13131 62 79 399 322 234 35 352 141 45 35 33 1130 150 3984 202 1479 348 458 24 22 1942 119
leaf_count=3950085 326488 1520 221 13353 83 1246 442 13131 62 79 399 322 234 35 352 141 45 35 33 1130 150 3984 202 1479 348 458 24 22 1942 119
internal_value=0 222.479 2412 5984.98 18552.6 9969.69 -2900.64 -1507.37 56658.8 108268 38522.8 33746.8 -32336.6 -2900.71 22656.8 54937.6 81772.4 -16366.1 3725.72 3529.94 -3526.01 -1595.65 3199.11 -23.6765 -9200.54 262.508 39142.8 187424 -8048.15 24536.9
internal_weight=0 368079 37199 22241 3389 2766 14958 14282 623 162 461 543 676 13739 608 256 186 70 18852 18819 5466 5316 4186 330880 4392 2913 513 46 2400 467
internal_count=4318164 368079 37199 22241 3389 2766 14958 14282 623 162 461 543 676 13739 608 256 186 70 18852 18819 5466 5316 4186 330880 4392 2913 513 46 2400 467
is_linear=0
shrinkage=0.1


Tree=1795
num_leaves=31
num_cat=0
split_feature=1 5 5 3 1 1 3 1 0 4 1 0 1 4 4 4 0 1 3 3 6 5 4 1 5 3 5 0 2 1
split_gain=2.02037e+12 8.03661e+12 1.37148e+13 1.58169e+13 2.31532e+13 2.12062e+13 1.83009e+13 2.37611e+13 1.90975e+13 2.27263e+13 4.00355e+13 2.71339e+13 2.19968e+13 1.81279e+13 1.80667e+13 1.74501e+13 1.73252e+13 1.85576e+13 1.38864e+13 2.99359e+13 3.65625e+13 2.83906e+13 1.96243e+13 1.57188e+13 1.35881e+13 1.30473e+13 1.29467e+13 1.4142e+13 2.11845e+13 1.2414e+13
threshold=91.398302750000013 85.020000000000024 77.00500000000001 6.5000000000000009 91.910414550000013 103.85249100000001 8.5000000000000018 92.815157350000007 56.054485600000007 3.5000000000000004 92.928903050000017 50.565831500000009 113.46563545000002 3.5000000000000004 3.5000000000000004 2.5000000000000004 56.028355650000009 92.896330950000007 12.500000000000002 17.500000000000004 1.5000000000000002 81.910000000000011 2.5000000000000004 92.815157350000007 70.00500000000001 9.5000000000000018 81.910000000000011 51.83362145000001 9.5000000000000018 92.928903050000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 4 -4 13 7 15 9 12 -11 -12 16 29 -10 -5 18 -18 -8 22 -21 -22 23 -20 -2 -16 -14 -28 -29 -6
right_child=1 -3 3 6 5 -7 8 -9 14 10 11 -13 26 -15 25 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-12.613047408164988 189.25171703122217 3409.0390378508437 38691.521801344017 -159263.49114583334 -5657.9336679687503 7586.9320348550673 -17041.277603034159 -15535.225943872485 -26125.816621164799 884.29376039447197 -146859.36017578127 -28267.975966926548 12481.328358937733 14749.119034378618 6613.3050102268407 -37370.5722826087 -5300.2228813429392 35293.196130519354 21329.682489224142 -1663.6367900206053 -11625.767842371324 -134547.97619047618 12476.761376410592 123754.68630922379 4996.2644147247847 -21583.908414152302 -6416.3067325367656 45134.842557685326 155101.35112304689 -49965.383750454217
leaf_weight=4176165 120546 8204 177 24 100 1070 609 118 756 990 20 546 268 108 442 23 207 247 29 291 34 42 360 31 6182 261 34 86 22 172
leaf_count=4176165 120546 8204 177 24 100 1070 609 118 756 990 20 546 268 108 442 23 207 247 29 291 34 42 360 31 6182 261 34 86 22 172
internal_value=0 370.948 184.659 -4102.73 4547.93 380.057 -6689.98 -39484.9 -5664.17 -1943.68 -11244.2 -32458.5 4459.73 -19913 -15395.1 -99613.8 -184.694 16784.7 -5703.41 3070.12 -17794 -79556.5 21301.4 74249.3 423.746 -3855.36 25416.3 49828.7 67535.4 -33675.9
internal_weight=0 141999 133795 7067 1627 1450 5440 165 5275 3816 1556 566 2260 380 1459 47 1850 454 1396 787 367 76 420 60 126728 703 410 142 108 272
internal_count=4318164 141999 133795 7067 1627 1450 5440 165 5275 3816 1556 566 2260 380 1459 47 1850 454 1396 787 367 76 420 60 126728 703 410 142 108 272
is_linear=0
shrinkage=0.1


Tree=1796
num_leaves=31
num_cat=0
split_feature=0 6 3 0 0 5 1 0 0 0 1 1 1 5 5 3 5 1 5 0 3 1 0 1 4 0 0 1 1 4
split_gain=2.00117e+12 1.56444e+13 4.23857e+13 4.69006e+13 1.02249e+14 9.85838e+13 1.21248e+14 8.34037e+13 8.17653e+13 1.16507e+14 9.07542e+13 1.50447e+14 1.18398e+14 7.16291e+13 6.47009e+13 1.16931e+14 7.87008e+13 6.04255e+13 6.00794e+13 4.98953e+13 4.97749e+13 4.77211e+13 6.11161e+13 4.70509e+13 4.60145e+13 4.77178e+13 4.56433e+13 7.42448e+13 6.67556e+13 4.42576e+13
threshold=57.581016350000006 1.5000000000000002 5.5000000000000009 59.916647550000008 59.896318000000008 50.805000000000007 30.332994000000003 59.950068600000009 59.853570100000006 59.755965500000009 30.502469200000004 30.578016350000002 30.226173900000003 57.405000000000008 44.205000000000005 4.5000000000000009 45.610000000000007 30.102666750000001 95.020000000000024 59.820733200000006 3.5000000000000004 30.102666750000001 60.063729500000008 30.362552800000003 1.5000000000000002 59.834458500000004 59.982527000000012 30.315880100000005 30.278357500000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 13 9 23 12 -12 17 14 -5 -16 -17 20 -15 -14 -11 22 -9 -2 -19 -26 -23 28 -28 -13
right_child=1 -3 -4 7 5 6 -8 21 -10 10 11 29 19 18 15 16 -18 24 -20 -21 -22 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-27.197792919244144 -23369.039102883009 540.24229023235603 -924.90841690969467 -34935.145679294212 13466.760802852747 340257.0697916667 86686.464635675598 -8076.1823630056069 -37349.073968266508 73375.215841427373 171819.83687768076 15449.274345182701 -2552.6496599982765 -83245.127749781939 -58443.693479567315 292127.66207031248 68227.345012842474 31493.679251208057 37008.142199707036 -91512.029455389493 -70024.108766741076 102795.89221608231 87546.131128771565 5025.513681168637 19116.043655215992 116336.97090441646 -34982.966708950466 3396.3743322534119 -187765.93065257353 72923.635014534826
leaf_weight=3723780 636 391117 189865 293 132 24 88 124 408 37 102 319 731 309 65 20 73 251 48 69 70 41 145 7080 68 196 180 1628 34 231
leaf_count=3723780 636 391117 189865 293 132 24 88 124 408 37 102 319 731 309 65 20 73 251 48 69 70 41 145 7080 68 196 180 1628 34 231
internal_value=0 170.393 -541.255 4893.92 8043.55 72017.2 141023 -6217.01 6512.9 8340.85 29382.4 60275 15217.8 -33611.4 -7121.26 44457.7 116378 47942.2 -67076.6 -10225.4 -20437.4 4068.63 43467.4 2685.06 62149.2 91295.2 -1559.77 -3882.56 -59256.9 39588.5
internal_weight=0 594384 203267 13402 10442 244 112 2960 10198 9790 2074 652 1422 808 451 158 93 622 357 800 107 2152 269 7716 515 264 1883 1842 214 550
internal_count=4318164 594384 203267 13402 10442 244 112 2960 10198 9790 2074 652 1422 808 451 158 93 622 357 800 107 2152 269 7716 515 264 1883 1842 214 550
is_linear=0
shrinkage=0.1


Tree=1797
num_leaves=31
num_cat=0
split_feature=0 1 1 0 3 3 3 3 0 3 2 6 0 2 3 0 5 3 3 3 2 5 3 0 6 4 5 4 5 5
split_gain=2.02435e+12 1.41786e+13 4.46901e+13 1.03749e+14 1.52305e+14 1.08071e+14 9.9654e+13 1.1397e+14 7.09836e+13 6.88894e+13 8.80238e+13 7.42023e+13 6.85021e+13 6.9004e+13 1.0678e+14 6.27473e+13 6.16299e+13 6.15459e+13 5.49055e+13 1.2958e+14 9.75097e+13 7.82354e+13 6.08695e+13 5.30265e+13 5.29275e+13 6.4187e+13 5.22598e+13 4.98772e+13 4.72855e+13 4.69694e+13
threshold=47.236539400000005 39.739656000000004 39.726951800000002 43.592450450000008 17.500000000000004 21.500000000000004 12.500000000000002 13.500000000000002 47.222459950000008 4.5000000000000009 3.5000000000000004 1.5000000000000002 47.208883950000008 6.5000000000000009 23.500000000000004 47.228519500000004 125.85000000000001 24.500000000000004 6.5000000000000009 8.5000000000000018 4.5000000000000009 69.610000000000014 15.500000000000002 47.228519500000004 1.5000000000000002 1.5000000000000002 107.05000000000001 2.5000000000000004 35.985000000000007 62.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 6 8 -5 -8 24 10 11 -4 13 -7 -15 -9 26 18 21 29 22 -11 28 -14 -6 -26 -10 -23 -21 -20
right_child=-2 -3 3 4 5 12 7 15 16 17 -12 -13 23 14 -16 -17 -18 -19 19 20 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=268.21900905038859 -30.346800745307078 -663.05719691476543 198648.90005580359 -1763.3985903778077 28734.792494095207 91024.251855468756 -206550.00416666668 -54399.734903062126 25765.830253232762 10379.061974810433 174740.21584429825 29729.469787564212 123872.4300625 -176684.43127948116 -17528.538778064321 5324.1543280707474 184662.47998511908 -139951.47224999999 66985.642277270963 45605.8851879223 30654.690333190916 51584.901487379808 26180.279775610903 18089.894612574131 50729.247239424549 161994.49307263966 -117144.55203125 -102157.98069370816 -77407.887766975662 164621.4684721611
leaf_weight=534537 3609165 163282 28 5600 86 40 39 452 174 595 57 365 50 53 206 288 21 25 161 37 1200 26 133 907 82 141 30 112 201 71
leaf_count=534537 3609165 163282 28 5600 86 40 39 452 174 595 57 365 50 53 206 288 21 25 161 37 1200 26 133 907 82 141 30 112 201 71
internal_value=0 154.481 399.093 6656.44 807.958 26584.4 -6425.11 -39936.8 64267.9 22523.7 58608 41764.4 10562.9 -31218 -50097.1 -31155.8 21541.5 16183.2 17722.4 27104.2 16802.1 -5354.63 -28004.3 23616.7 95379.3 121081 4749.6 -73191.9 -58283.9 96865.6
internal_weight=0 708999 545717 11180 8169 1790 6379 779 534 3011 450 393 1256 299 259 740 225 2561 2536 1803 1571 733 371 957 309 223 204 138 238 232
internal_count=4318164 708999 545717 11180 8169 1790 6379 779 534 3011 450 393 1256 299 259 740 225 2561 2536 1803 1571 733 371 957 309 223 204 138 238 232
is_linear=0
shrinkage=0.1


Tree=1798
num_leaves=31
num_cat=0
split_feature=0 5 5 4 1 3 1 3 1 3 2 5 3 6 2 3 3 2 5 5 5 5 1 4 3 5 5 5 1 0
split_gain=2.05213e+12 8.82123e+12 1.04866e+13 1.60344e+13 3.88768e+13 2.0627e+13 2.06089e+13 2.21955e+13 1.87375e+13 1.85209e+13 1.70698e+13 2.26908e+13 1.35503e+13 2.27627e+13 1.32331e+13 1.48611e+13 3.28686e+13 2.23997e+13 2.28634e+13 6.07916e+13 2.28594e+13 2.31714e+13 2.0878e+13 1.39339e+13 3.12555e+13 1.87046e+13 1.68322e+13 1.97388e+13 1.14796e+13 2.14493e+13
threshold=43.465905150000005 18.050000000000004 44.905000000000008 1.5000000000000002 42.09605220000001 3.5000000000000004 39.925119750000007 5.5000000000000009 39.969502550000009 12.500000000000002 2.5000000000000004 41.995000000000012 6.5000000000000009 1.5000000000000002 14.500000000000002 12.500000000000002 10.500000000000002 2.5000000000000004 31.010000000000002 30.990000000000006 34.605000000000011 35.005000000000003 40.810045900000013 1.0000000180025095e-35 4.5000000000000009 26.005000000000006 29.050000000000004 40.005000000000003 47.473138800000008 42.966471700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 8 7 -7 -5 10 -9 -12 13 -8 15 16 23 -18 19 -19 -20 -22 -17 24 26 -26 -3 -28 -4 -30
right_child=-2 2 28 4 -6 6 12 9 -10 -11 11 -13 -14 -15 -16 22 17 18 20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-14878.118861174715 -7.2959359415401401 -19145.382279559311 -1870.3721627095661 23957.459187011718 141.17950425558533 -21033.019251179245 -22181.6240234375 -2355.7455031622026 -51462.39849155971 -30126.070818014705 25514.007629394531 117650.99887073865 22592.525495667018 73096.832069193522 77425.181793478259 -32282.602857121135 78566.026455215673 -110.01069903706396 -40514.037390625002 195987.41000000003 91995.658574218745 10805.368492052803 12925.980715053898 -880.18966508301855 54105.5199245287 15126.482257276966 24327.483867767194 -75037.881627308248 -492.02731249274461 6991.6184976407576
leaf_weight=363 4270332 347 17763 80 1208 106 28 42 56 34 52 55 119 240 23 289 71 43 75 25 40 290 158 6966 184 372 219 22 13160 5402
leaf_count=363 4270332 347 17763 80 1208 106 28 42 56 34 52 55 119 240 23 289 71 43 75 25 40 290 158 6966 184 372 219 22 13160 5402
internal_value=0 651.365 770.12 3453.57 11515.2 28436.2 35585 15380 -7097.78 36471.6 51668.4 72874.1 50673.6 63142.4 1668.77 1477.32 2395.71 26191.1 18329.4 71984.6 9320.57 20646.6 -16302.8 799.569 11027.9 28026 -5045.17 15256.8 -53.1253 1685.9
internal_weight=0 47832 47469 11144 2020 812 676 289 136 183 149 107 387 268 9124 9101 8654 544 473 68 405 330 447 8110 1144 556 588 241 36325 18562
internal_count=4318164 47832 47469 11144 2020 812 676 289 136 183 149 107 387 268 9124 9101 8654 544 473 68 405 330 447 8110 1144 556 588 241 36325 18562
is_linear=0
shrinkage=0.1


Tree=1799
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 5 1 1 4 1 0 1 5 5 3 5 5 3 5 5 2 1 5 5 2 1 0 5 0 1
split_gain=1.99898e+12 1.14512e+13 5.72554e+13 6.5941e+13 9.4199e+13 4.22089e+13 4.01815e+13 3.2337e+13 3.50147e+13 2.63338e+13 4.3006e+13 4.05973e+13 2.06267e+13 2.73615e+13 2.89113e+13 1.93411e+13 1.83588e+13 1.83305e+13 1.80697e+13 5.67005e+13 6.43303e+13 1.76071e+13 1.52294e+13 1.48259e+13 1.38047e+13 1.37638e+13 1.64075e+13 1.88124e+13 1.35721e+13 1.42091e+14
threshold=44.982728700000003 45.005863250000004 9.5000000000000018 39.047276750000002 94.040000000000006 142.05000000000004 38.959914000000005 39.021425200000003 1.5000000000000002 39.080602550000002 44.998833400000002 39.110397700000007 97.050000000000011 94.040000000000006 23.500000000000004 51.815000000000005 78.010000000000005 4.5000000000000009 81.00500000000001 83.010000000000005 4.5000000000000009 41.950906500000009 65.905000000000015 84.030000000000015 3.5000000000000004 39.826386800000009 44.998833400000002 59.810000000000009 45.013473000000012 39.027779200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 -6 15 22 -9 10 12 23 13 16 -15 -2 -5 -8 21 20 -20 25 -4 -11 -21 26 27 -19 29 -3
right_child=1 28 3 9 5 -7 17 8 -10 11 -12 -13 -14 14 -16 -17 -18 18 19 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-286.55628607175055 196.36039648118364 -21518.491008611731 17048.789294498354 -47.5887641500928 -61528.447407717438 79256.162011718756 21275.685958502741 23037.875076907385 61254.771591825265 9066.0209150840001 -13322.010899073939 -4699.436546293603 -44194.552311637817 28.842885742187505 155382.26861413044 -25501.522472161629 -16673.606354358151 21729.242465201693 -5469.5295014880958 -19751.161834649727 -189036.44919642858 -67501.573329741383 -17611.212494375821 44972.140355829833 30568.304532039867 6090.6449330007599 12240.733472701708 68846.506932262084 12.868655450997181 1658.5087960755188
leaf_weight=230447 1224 3279 377 9513 189 24 1515 791 344 3418 4188 3710 111 25 23 385 714 369 42 91 35 29 191 119 136 3178 2347 110 4037556 13684
leaf_count=230447 1224 3279 377 9513 189 24 1515 791 344 3418 4188 3710 111 25 23 385 714 369 42 91 35 29 191 119 136 3178 2347 110 4037556 13684
internal_value=0 16.1547 1865.84 -756.008 17031.1 -45665.4 8443.88 24872.7 34620.8 -2317.81 -4767.49 2608.59 -1318 -854.808 74469 -5952.6 -1208.34 11394 9031.51 -14756.8 -88909 10230.2 5393.75 10274.1 10396.2 10605.6 15683 32549.5 1.00969 -2821.68
internal_weight=0 4.08772e+06 33198 23737 1916 213 9461 1703 1135 21821 14574 7247 10386 10275 48 1609 10227 7852 6337 304 77 6033 568 3537 227 6004 2826 479 4.05452e+06 16963
internal_count=4318164 4087717 33198 23737 1916 213 9461 1703 1135 21821 14574 7247 10386 10275 48 1609 10227 7852 6337 304 77 6033 568 3537 227 6004 2826 479 4054519 16963
is_linear=0
shrinkage=0.1


Tree=1800
num_leaves=31
num_cat=0
split_feature=5 6 2 4 4 2 4 3 0 4 1 3 1 0 4 1 1 5 0 5 1 1 0 2 0 0 3 1 3 2
split_gain=1.90479e+12 1.10514e+13 1.14781e+13 1.32189e+13 1.58796e+13 9.34761e+12 9.8882e+12 9.28387e+12 7.6947e+12 6.84391e+12 1.52127e+13 1.18275e+13 9.41295e+12 1.06491e+13 1.08052e+13 1.25229e+13 6.16974e+12 6.61734e+12 5.84569e+12 1.86213e+13 7.58889e+12 1.18017e+13 2.0156e+13 1.06689e+13 2.95959e+13 3.148e+13 9.08364e+12 8.25667e+12 1.15167e+13 8.19095e+12
threshold=16.850000000000005 1.5000000000000002 13.500000000000002 2.5000000000000004 1.5000000000000002 12.500000000000002 1.5000000000000002 4.5000000000000009 55.645049100000001 -1.0000000180025095e-35 30.502469200000004 2.5000000000000004 39.739656000000004 55.806974650000008 2.5000000000000004 37.66934650000001 37.597123000000003 13.050000000000002 44.039893800000009 13.050000000000002 37.737121850000008 37.503486000000002 55.975961550000008 5.5000000000000009 55.842510000000011 55.68356880000001 12.500000000000002 30.243224600000001 11.500000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 8 -1 -7 9 -4 16 -11 -12 13 14 15 -13 17 -3 19 -9 21 22 26 -23 25 -25 -20 28 -24 -28
right_child=-2 2 3 -5 -6 6 -8 18 -10 10 11 12 -14 -15 -16 -17 -18 -19 20 -21 -22 23 27 24 -26 -27 29 -29 -30 -31
leaf_value=12297.033367854434 4.6546912907012814 -47005.400548262165 12256.028676215279 72793.196112351186 -29390.964779713118 -1052.5356737012987 -71383.728226273146 3054.0870128436304 76400.607519531259 81582.578804977296 -2369.8623580298977 73840.148853600549 6363.9004714918292 -14393.700085679542 82612.778007812507 16131.497249269949 1261.4935772827694 -8001.6320730356065 15318.7742390692 -35962.197746582031 -638.35844929488974 -7593.049217153869 -3591.7522370256697 -3161.5545664062502 33904.39457092285 -153982.10034022178 -5115.6004889689702 -15064.976880304685 77971.098012907605 40873.904171316972
leaf_weight=932 4297058 55 45 42 61 77 27 293 32 27 891 46 642 53 40 206 896 208 787 210 10288 3801 70 25 32 31 497 727 23 42
leaf_count=932 4297058 55 45 42 61 77 27 293 32 27 891 46 642 53 40 206 896 208 787 210 10288 3801 70 25 32 31 497 727 23 42
internal_value=0 -947.668 -1467.56 23671.1 8720.96 9123.97 -19311.6 -1695.06 38913.5 3367.77 7054.17 5982.67 13522.8 26844.6 34329.6 26665.6 -2691.4 -16158.3 -2617 -13235 -2289.8 -5105.04 847.996 -8390 -42813 -86651.5 8469.17 -11476 16579.7 -1532
internal_weight=0 21106 20070 180 138 1036 104 19890 77 3064 1905 1878 987 345 292 252 1159 263 16826 503 16323 6035 2146 3889 88 56 1326 820 93 539
internal_count=4318164 21106 20070 180 138 1036 104 19890 77 3064 1905 1878 987 345 292 252 1159 263 16826 503 16323 6035 2146 3889 88 56 1326 820 93 539
is_linear=0
shrinkage=0.1


Tree=1801
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 0 0 5 0 0 1 3 0 3 5 3 5 5 1 2 3 2 3 5 3 5 0 3 3 5
split_gain=1.8402e+12 1.57249e+13 1.97832e+13 7.96931e+13 5.77874e+13 1.9264e+13 5.29722e+13 2.86502e+13 4.28988e+13 3.12566e+13 7.18789e+13 5.32286e+13 8.09697e+13 4.20355e+13 3.29135e+13 3.01606e+13 2.95014e+13 3.50541e+13 4.2563e+13 4.78846e+13 2.8625e+13 3.96423e+13 3.04455e+13 2.83257e+13 2.79552e+13 3.89294e+13 2.70797e+13 2.65292e+13 2.67271e+13 4.67508e+13
threshold=38.633372000000001 38.096381250000007 30.500000000000004 31.500000000000004 26.500000000000004 55.455204450000004 55.576287050000012 81.00500000000001 55.777112100000004 55.851332700000007 38.233559750000005 5.5000000000000009 56.320495600000008 4.5000000000000009 101.05000000000001 8.5000000000000018 90.015000000000015 116.06000000000002 38.151577750000008 4.5000000000000009 17.500000000000004 9.5000000000000018 21.500000000000004 107.05000000000001 5.5000000000000009 118.33500000000002 55.87722990000001 13.500000000000002 14.500000000000002 74.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 23 27 -8 20 24 11 -11 -13 -12 15 -15 -14 18 -18 -20 -9 -22 -23 -3 -10 -26 -17 -7 -29 -30
right_child=-2 2 3 -5 -6 6 7 8 9 10 13 12 16 14 -16 26 17 -19 19 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=18.694206030374431 -42.587653606701224 -730.59751739528588 -215900.89656250004 41802.231848958334 135996.27370605469 17385.804548194174 897.11944552383454 43734.98540695163 -64064.078738925688 46989.569911094768 -24517.116579861115 -56996.611898825358 -35828.160410706427 179937.00999109607 7886.7752604166672 125611.96815413138 26609.159736772017 -21822.190252685548 35092.590376420456 235549.25625000001 -81773.703120844424 -37327.201061698717 77751.963804408486 -40480.08234984678 -17579.901940653748 107274.5037388393 35575.132412997162 -25272.078528456965 2244.0324905606044 64347.542192639812
leaf_weight=1222775 3029015 18800 20 30 32 3398 40072 547 111 154 54 282 71 34 57 59 88 64 22 26 47 39 56 181 231 28 77 293 1368 133
leaf_count=1222775 3029015 18800 20 30 32 3398 40072 547 111 154 54 282 71 34 57 59 88 64 22 26 47 39 56 181 231 28 77 293 1368 133
internal_value=0 100.065 1599.12 -61279 1646.52 1581.67 2661.41 1486.59 13026.1 2714.54 11998.7 -5005.87 -19485.6 54782.5 73646.7 95695.6 19548 39206.5 67925.9 143673 33349.8 -6655.03 30508.9 -1109.64 -22076.7 -4082.13 74635.2 12191.9 2354.15 7746.88
internal_weight=0 1.28915e+06 66374 50 66324 66292 47311 42119 2047 1358 988 707 553 281 227 170 271 200 136 48 689 142 95 18981 370 259 136 5192 1794 1501
internal_count=4318164 1289149 66374 50 66324 66292 47311 42119 2047 1358 988 707 553 281 227 170 271 200 136 48 689 142 95 18981 370 259 136 5192 1794 1501
is_linear=0
shrinkage=0.1


Tree=1802
num_leaves=31
num_cat=0
split_feature=0 6 5 0 1 5 3 3 1 5 1 5 5 3 0 5 5 2 2 0 3 5 3 5 3 3 2 4 2 5
split_gain=1.89773e+12 1.81209e+13 3.82987e+13 3.55746e+13 5.18064e+13 8.62882e+13 4.64765e+13 4.64745e+13 4.62513e+13 4.23195e+13 7.34806e+13 4.30116e+13 4.00535e+13 5.09279e+13 3.7985e+13 6.05934e+13 1.13234e+14 6.83352e+13 5.79496e+13 3.59245e+13 5.80107e+13 7.40591e+13 4.19341e+13 3.46994e+13 3.34195e+13 4.13502e+13 3.86733e+13 4.84157e+13 4.44971e+13 3.23138e+13
threshold=54.762542150000009 1.5000000000000002 37.995000000000012 54.708501450000007 33.101335500000005 95.020000000000024 5.5000000000000009 14.500000000000002 20.507360500000004 84.030000000000015 20.507360500000004 66.990000000000023 46.405000000000008 6.5000000000000009 54.736324100000012 101.05000000000001 105.35000000000001 4.5000000000000009 3.5000000000000004 54.725565150000001 21.500000000000004 80.815000000000012 7.5000000000000009 82.00500000000001 11.500000000000002 18.500000000000004 6.5000000000000009 3.5000000000000004 9.5000000000000018 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 9 -7 11 -11 -3 -8 14 15 17 -17 -14 -18 20 22 -22 -15 -9 26 29 -24 -28 -29 -26
right_child=-2 3 -4 6 -6 8 12 23 -10 10 -12 -13 13 19 -16 16 18 -19 -20 -21 21 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-1535.2167213232854 -42.544897437998202 -10474.267613393193 1588.0820691273834 -2174.7246056823883 -139.95973807883547 -145922.10895270269 400.11353357515253 50479.690825387341 -6405.6499107142863 162049.62652452258 -42946.047426470592 -47224.093538721994 55237.392171573978 -49428.982496488767 8488.2934104054257 270834.11015625001 -64132.044989224145 -38135.938369946962 99823.315401785716 3513.4740507248516 -3883.4280661249359 -133352.91856192131 17656.021309855434 -85435.431956845248 13207.934250145627 63603.282899789971 37498.826547808247 189437.75092075893 26691.427566964285 -20391.141575119058
leaf_weight=50233 3058474 1967 179740 10155 997091 74 7508 178 35 36 34 380 279 89 388 32 29 109 84 7122 243 54 1415 21 1026 126 775 42 28 397
leaf_count=50233 3058474 1967 179740 10155 997091 74 7508 178 35 36 34 380 279 89 388 32 29 109 84 7122 243 54 1415 21 1026 126 775 42 28 397
internal_value=0 103.297 905.86 -75.944 -177.591 -13947 3322.88 -10314.7 -101123 -14139.2 62480.3 -16424.4 6150.19 9677.86 32290.9 49618.1 104773 29006.2 57746.3 7837.57 15178.7 -27423.3 18424.7 36136.9 20010.2 8695.98 27764.9 44692.7 124339 3834.19
internal_weight=0 1.25969e+06 229973 1.02972e+06 999816 2725 29901 2616 109 2417 70 2347 19746 12238 921 533 145 388 113 11317 4195 297 3898 199 3809 1549 2260 845 70 1423
internal_count=4318164 1259690 229973 1029717 999816 2725 29901 2616 109 2417 70 2347 19746 12238 921 533 145 388 113 11317 4195 297 3898 199 3809 1549 2260 845 70 1423
is_linear=0
shrinkage=0.1


Tree=1803
num_leaves=31
num_cat=0
split_feature=5 1 1 4 1 1 0 1 0 3 3 4 3 0 5 5 0 3 5 1 5 1 0 5 3 3 5 1 1 5
split_gain=1.99042e+12 1.28716e+13 3.7968e+13 4.07515e+13 3.22896e+13 3.72631e+13 3.92223e+13 3.07561e+13 2.84219e+13 5.26517e+13 2.90665e+13 2.71992e+13 2.5833e+13 1.21657e+14 5.83788e+13 5.14838e+13 4.32966e+13 4.92147e+13 3.86439e+13 3.34172e+13 2.5552e+13 5.45404e+13 1.00922e+14 3.07097e+13 2.95515e+13 2.66915e+13 2.52738e+13 2.49688e+13 2.44053e+13 3.66529e+13
threshold=42.005000000000003 60.479177250000006 49.323301500000007 4.5000000000000009 82.957885500000017 82.926290250000008 55.034903650000011 49.148175700000003 55.039751500000008 9.5000000000000018 18.500000000000004 1.0000000180025095e-35 23.500000000000004 55.050600750000008 37.75500000000001 37.995000000000012 55.078308950000007 15.500000000000002 41.365000000000002 82.933113850000026 41.005000000000003 38.096381250000007 55.975961550000008 41.505000000000003 6.5000000000000009 32.500000000000007 25.005000000000006 47.554129950000011 82.91993380000001 32.355000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 28 11 20 9 -8 -11 -7 16 14 -14 -16 17 -10 19 -15 -1 22 25 -23 27 -22 -9 -25 -3 -30
right_child=-2 4 3 -5 -6 6 8 26 12 10 -12 -13 13 18 15 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-140.73455352593891 -52.111382342184299 1103.5838889869779 -1779.7307070076699 107714.48685661764 -168.0732155365537 1029.6642072066752 52470.836036060471 -9749.8275301436461 6143.9325498186154 -32456.656349393681 5463.7929851955842 13026.620623932493 4633.5615565557064 -11182.136228300165 -81735.257554517142 -22119.792304264418 -144.19656187045896 27637.086187919027 74563.364184283098 17662.318251181154 9829.6849419228092 5646.009650497338 -2487.5981692679252 -7110.7373871279096 538.30744636550185 -7594.9564044454819 4399.5788576018213 8501.2427607793634 6725.0791106550932 -11779.73823449542
leaf_weight=842677 2717292 192721 125054 34 314325 2551 108 1336 4498 678 288 7291 230 698 321 264 7729 1396 85 946 19782 6208 11945 11671 18103 920 22912 1123 1558 3420
leaf_count=842677 2717292 192721 125054 34 314325 2551 108 1336 4498 678 288 7291 230 698 321 264 7729 1396 85 946 19782 6208 11945 11671 18103 920 22912 1123 1558 3420
internal_value=0 88.4529 -113.598 -1749.97 486.39 1401.56 4880.23 104.93 2004.96 -13747.8 -21151.2 9917.07 3051.44 -6198.75 -38050.2 -54831.9 4778.85 11234.6 8815.1 5415.71 11.5168 1850.87 4831.96 -772.055 -2061.61 9055.33 3619.98 -5740.39 925.016 -5988.15
internal_weight=0 1.60087e+06 1.06176e+06 125088 539107 224782 27083 936677 17241 1074 966 9842 16167 2544 815 585 13623 5894 1729 1644 912429 69752 32647 37105 30897 20702 24248 12794 197699 4978
internal_count=4318164 1600872 1061765 125088 539107 224782 27083 936677 17241 1074 966 9842 16167 2544 815 585 13623 5894 1729 1644 912429 69752 32647 37105 30897 20702 24248 12794 197699 4978
is_linear=0
shrinkage=0.1


Tree=1804
num_leaves=31
num_cat=0
split_feature=0 1 5 0 1 1 1 5 1 1 0 1 0 1 3 1 3 5 5 6 5 5 3 3 3 3 0 5 1 3
split_gain=2.26255e+12 1.48026e+13 4.02767e+13 5.27539e+13 4.49536e+13 6.2366e+13 1.07884e+14 6.67175e+13 6.57166e+13 4.64527e+13 5.24152e+13 4.28629e+13 1.61504e+14 7.73824e+13 6.35487e+13 5.25019e+13 4.21953e+13 4.1875e+13 4.16434e+13 4.05365e+13 5.20287e+13 4.40547e+13 5.20374e+13 4.3756e+13 4.03558e+13 5.23288e+13 6.312e+13 8.20145e+13 5.89599e+13 8.34227e+13
threshold=57.581016350000006 39.826386800000009 36.995000000000012 58.049540950000008 56.135466100000009 50.888703650000004 49.073956850000009 68.52500000000002 43.048525950000005 60.479177250000006 58.000519000000004 40.810045900000013 57.692655200000004 39.899261850000009 5.5000000000000009 40.247294600000011 9.5000000000000018 125.85000000000001 67.00500000000001 1.5000000000000002 137.05000000000004 105.35000000000001 4.5000000000000009 17.500000000000004 15.500000000000002 5.5000000000000009 57.60800230000001 63.855000000000011 39.863684800000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -7 11 10 -6 12 13 19 15 17 18 -15 -16 20 21 23 -23 -4 25 -21 -27 -28 -29 -30
right_child=1 2 3 -5 9 7 -8 -9 -10 -11 -12 -13 -14 14 16 -17 -18 -19 -20 24 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-28.91951840762912 -105.87179718766362 -2064.554779409269 -3997.7283376167516 -577.0820356253422 5308.3094550585356 -3480.0806688093544 68239.736379462091 -34032.387999164202 -60641.989213079913 -12698.301658223381 16051.910141689712 13882.253571920925 -58275.701518721151 11036.64512475831 -7393.6565542050057 -61747.453135695687 -942.23192980187468 -73105.472571614591 -27930.803537375716 7197.3327456841107 -124277.89791666668 -57414.359986413052 117601.93752403847 17296.572138589367 -10698.458912470189 8565.335906620232 17226.399705227333 90726.42668203474 63692.349528088875 -25186.202682655738
leaf_weight=3723780 446616 32433 4505 48708 18180 4184 253 862 163 1136 6053 3286 440 4157 3502 105 6662 60 1375 5843 33 23 65 1228 769 1761 1147 337 346 152
leaf_count=3723780 446616 32433 4505 48708 18180 4184 253 862 163 1136 6053 3286 440 4157 3502 105 6662 60 1375 5843 33 23 65 1228 769 1761 1147 337 346 152
internal_value=0 181.179 1048.77 1924.25 3752.87 1716.04 3167.37 -8699.28 2709.53 7065.4 7991.88 2998.01 1897.87 2723.45 -2242.3 8100.31 -6116.18 9839.46 -13183.8 7582.58 931.474 1641.3 71859 563.479 11342.7 13110.8 22342 34582.6 58424 36564.8
internal_weight=0 594384 147768 115335 66627 41258 36212 5046 35959 25369 24233 35796 32510 32070 15861 4322 11539 4217 4877 16209 5854 5821 88 5733 10355 9586 3743 1982 835 498
internal_count=4318164 594384 147768 115335 66627 41258 36212 5046 35959 25369 24233 35796 32510 32070 15861 4322 11539 4217 4877 16209 5854 5821 88 5733 10355 9586 3743 1982 835 498
is_linear=0
shrinkage=0.1


Tree=1805
num_leaves=31
num_cat=0
split_feature=3 5 4 5 0 0 1 5 1 3 0 1 1 0 3 1 0 1 4 1 1 3 1 6 1 3 0 2 0 6
split_gain=2.3416e+12 1.58e+13 3.05271e+13 4.46191e+13 7.68103e+13 7.7126e+13 2.58596e+14 1.50324e+14 1.91618e+14 1.36516e+14 1.67075e+14 1.22386e+14 1.16139e+14 3.4919e+14 1.1366e+14 1.16049e+14 1.11543e+14 1.65907e+14 1.54528e+14 1.08955e+14 1.07158e+14 1.069e+14 1.52453e+14 1.0656e+14 2.08155e+14 1.02021e+14 1.2163e+14 1.01727e+14 1.02736e+14 9.81711e+13
threshold=10.500000000000002 39.355000000000011 1.5000000000000002 59.810000000000009 55.664473600000008 55.806974650000008 37.752451500000006 49.010000000000012 37.582182450000005 14.500000000000002 55.727011600000004 37.533784800000006 37.475443250000005 55.762622900000004 18.500000000000004 37.620907050000007 55.719391050000006 37.620907050000007 2.5000000000000004 38.151577750000008 37.712318250000003 17.500000000000004 37.503486000000002 1.5000000000000002 37.542000650000013 18.500000000000004 55.674875350000008 22.500000000000004 55.793358600000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 9 11 10 -6 12 -9 21 15 -11 20 18 -18 -8 25 -14 -23 24 -13 -10 -27 28 -15 -22
right_child=1 2 3 -5 5 -7 19 8 16 14 -12 23 13 27 -16 -17 17 -19 -20 -21 29 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=57.332097390031123 412.06835634088839 -1055.3027463477038 2953.7917398946938 -475.36707932553577 -56004.642692632711 895.43201256094528 8743.1428074779451 -3111.0983187520569 -50125.826323186491 43010.840011191583 12634.110287128795 260991.91670454547 -36566.504232551604 -104933.73611589916 10402.570892155782 166562.73490114798 -50393.365403814314 -2184.3660235021866 104577.78729594217 -5515.9170411792147 -92264.035881009317 104030.54581150651 -715.30825010305091 9810.2187415829612 25750.966834624476 181451.26644736843 -6099.6514153798425 69355.022910156258 43707.959953125006 -23737.628428670807
leaf_weight=2688514 446770 359148 122478 546032 594 116223 13008 4962 789 339 880 55 542 664 1096 98 1623 2106 67 9113 736 173 706 525 119 38 384 40 50 292
leaf_count=2688514 446770 359148 122478 546032 594 116223 13008 4962 789 339 880 55 542 664 1096 98 1623 2106 67 9113 736 173 706 525 119 38 384 40 50 292
internal_value=0 -94.5836 -285.944 49.4966 1081.52 -395.8 -4243.87 -13566.2 -17960.3 6703.13 -15026.3 -7645.63 -11556.7 -30824.4 27596.2 70718.1 -31353.1 -20912 -44249.5 2868.96 -49055 -1637.42 19900.2 32288 100109 -28898.8 10788.8 -85830.8 -94524.7 -72799.3
internal_weight=0 1.62965e+06 1.18288e+06 823732 277700 155222 38999 16878 13871 3007 1474 7836 7137 2175 1533 437 6035 3796 1690 22121 2239 1421 879 699 174 1211 422 754 714 1028
internal_count=4318164 1629650 1182880 823732 277700 155222 38999 16878 13871 3007 1474 7836 7137 2175 1533 437 6035 3796 1690 22121 2239 1421 879 699 174 1211 422 754 714 1028
is_linear=0
shrinkage=0.1


Tree=1806
num_leaves=31
num_cat=0
split_feature=1 3 1 0 0 0 0 0 1 0 0 1 1 3 3 3 6 0 0 1 0 5 0 0 0 3 5 5 3 1
split_gain=2.27924e+12 2.8649e+13 3.12232e+13 1.57162e+14 3.91765e+14 2.50026e+14 3.13296e+14 2.06129e+14 1.7448e+14 1.6288e+14 1.5746e+14 1.25281e+14 1.16283e+14 1.32458e+14 1.01435e+14 1.00896e+14 1.95025e+14 9.74043e+13 9.63562e+13 5.05757e+14 1.76761e+14 1.57668e+14 1.02788e+14 9.36725e+13 1.22089e+14 9.82314e+13 9.1819e+13 9.06444e+13 8.94485e+13 1.00126e+14
threshold=37.855187800000003 32.500000000000007 37.971176850000006 55.755036050000008 55.795550600000006 55.664473600000008 55.56564190000001 55.601678500000013 37.869926150000005 55.762622900000004 55.591389050000011 37.889331900000009 37.869926150000005 20.500000000000004 18.500000000000004 15.500000000000002 1.5000000000000002 56.197733450000008 55.708120100000009 37.944765900000007 55.719391050000006 67.990000000000023 55.734663800000007 55.91302515000001 55.924336300000007 5.5000000000000009 56.005000000000003 69.610000000000014 7.5000000000000009 37.869926150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 9 6 -2 10 -7 11 -8 -5 15 14 -14 16 -9 23 -10 21 -21 22 -20 25 27 -6 -17 -25 29 -26
right_child=1 -3 -4 4 17 8 7 12 18 -11 -12 -13 13 -15 -16 26 -18 -19 19 20 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=125.11325785509342 3931.7124915754839 8162.7322799486956 -3.0738610571184801 16320.745240230659 -41750.571355433 26772.212807052008 -49825.631631907156 47095.190270268526 1186.7558619417832 -50543.627468992032 -194747.75391601562 -54367.699910014839 -6869.2664635683459 37875.504094181058 -73146.445165231242 -21769.218444903541 -39581.318475653003 -36055.626208790411 47071.413041240958 18689.266133408826 -42100.180768299302 83389.047931534675 6980.5967034411478 17339.792149723246 -14834.328737438087 -6450.9678946632957 -59722.106149483217 76774.922865758534 -6751.8387619185833 20978.874432958124
leaf_weight=1088901 10254 4250 3144064 796 874 3689 1193 453 25484 2773 80 366 3180 640 249 1385 608 871 1447 718 1433 682 1146 1424 1056 8043 1181 313 7617 2994
leaf_count=1088901 10254 4250 3144064 796 874 3689 1193 453 25484 2773 80 366 3180 640 249 1385 608 871 1447 718 1433 682 1146 1424 1056 8043 1181 313 7617 2994
internal_value=0 -42.1879 -53.0006 -1992.16 -8198.66 1136 -8007.96 -21658.2 6216.33 -37373.5 -58933.1 -5944.29 -15492.6 -3887.3 -11682 -28512.1 -2574.29 -3248.54 3763.06 15863 -21808.8 40605.6 29352.9 -1968.36 3315.38 -9910.86 -39237 28049.7 -367.109 11640.9
internal_weight=0 3.22926e+06 3.22501e+06 80949 27127 53822 19223 8969 34599 3935 1273 1162 7696 4069 3429 3627 1061 23192 30910 5426 2151 3275 2593 22321 13404 8917 2566 1737 11667 4050
internal_count=4318164 3229263 3225013 80949 27127 53822 19223 8969 34599 3935 1273 1162 7696 4069 3429 3627 1061 23192 30910 5426 2151 3275 2593 22321 13404 8917 2566 1737 11667 4050
is_linear=0
shrinkage=0.1


Tree=1807
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 1 3 1 1 0 6 0 3 4 3 3 3 0 0 3 3 1 6 4 0 1 0 1 0 3
split_gain=1.94911e+12 1.4428e+13 3.94752e+13 5.3916e+13 7.25635e+13 6.14231e+13 7.47193e+13 6.07044e+13 1.03239e+14 6.296e+13 6.00823e+13 5.15016e+13 5.65984e+13 4.34123e+13 4.29745e+13 4.55308e+13 4.14029e+13 3.96777e+13 8.16861e+13 6.07925e+13 5.17416e+13 4.31871e+13 3.92449e+13 3.88729e+13 5.85462e+13 3.86574e+13 3.76055e+13 3.57671e+13 9.10055e+13 6.07698e+13
threshold=10.500000000000002 74.610000000000014 76.00500000000001 37.328003200000005 37.417247200000006 37.712318250000003 32.500000000000007 82.933113850000026 82.940215400000014 55.034903650000011 1.5000000000000002 59.950068600000009 11.500000000000002 2.5000000000000004 19.500000000000004 22.500000000000004 27.500000000000004 55.645049100000001 55.826364100000013 17.500000000000004 15.500000000000002 37.39371280000001 1.5000000000000002 2.5000000000000004 55.734663800000007 37.39371280000001 55.885524800000006 37.767735350000002 55.769960200000007 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 10 6 13 27 9 -9 14 -3 -13 -6 -5 -16 26 20 23 25 -12 -21 -10 -19 -25 -20 -15 28 29 -7
right_child=1 2 -4 4 5 7 -8 8 22 -11 17 12 -14 16 15 -17 -18 18 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=52.307017165026814 43.613640915394264 14448.588846719533 -379.4725174152922 62664.853411200493 33935.1220444914 -47182.660690526456 -48803.751411262449 83112.615541625491 13659.291386690267 -36753.077874410381 92525.305116234755 -106321.63180226293 -5354.3524693422951 -392.76555928698622 -143874.67656250001 30826.834966517858 107068.90683092948 -170585.6295880682 -25990.139797712054 128467.35353027345 -30687.418835570083 -24826.060920266547 -20123.749895480898 -127315.12341796875 -29333.885131835938 -131815.89209665699 44712.596981887444 -8926.4840431635603 51846.30881103516 93468.967590332031
leaf_weight=2688514 1368748 2549 237254 101 642 767 226 253 750 53 41 58 1298 2299 26 35 39 55 175 40 202 34 635 120 124 43 201 12730 120 32
leaf_count=2688514 1368748 2549 237254 101 642 767 226 253 750 53 41 58 1298 2299 26 35 39 55 175 40 202 34 635 120 124 43 201 12730 120 32
internal_value=0 -86.2935 -767.814 -4663.94 -6787.5 -5390.12 6755.69 -8087.69 9784.43 62351.6 -33089.5 6072.43 -9673.01 10703 22637.9 -43636.1 4828.65 -43914.3 -57900.5 -20280 -9898.44 58035.2 -1829.68 -94640.2 -77521.4 -46864 3233.71 -10301.9 -29354.2 -41549.6
internal_weight=0 1.62965e+06 260902 23648 19743 18747 3407 15340 1691 306 996 3905 1356 3181 162 61 2539 834 591 292 243 74 1385 299 244 218 2500 13649 919 799
internal_count=4318164 1629650 260902 23648 19743 18747 3407 15340 1691 306 996 3905 1356 3181 162 61 2539 834 591 292 243 74 1385 299 244 218 2500 13649 919 799
is_linear=0
shrinkage=0.1


Tree=1808
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 6 0 0 0 4 0 5 1 0 6 1 3 0 3 3 5 1 3 1 1 0 0 6 5
split_gain=2.22806e+12 1.66401e+13 2.39827e+13 3.03044e+13 3.16015e+13 5.17851e+13 5.98657e+13 2.68093e+13 2.39881e+13 4.50499e+13 3.84922e+13 3.54558e+13 3.25966e+13 2.43538e+13 2.46262e+13 2.3532e+13 3.83253e+13 6.01605e+13 2.21502e+13 4.17769e+13 2.20702e+13 6.57332e+13 4.57096e+13 3.67258e+13 3.61671e+13 3.58423e+13 4.39426e+13 3.25845e+13 3.25386e+13 7.06873e+13
threshold=54.035000000000004 50.005000000000003 30.102666750000001 30.259484550000003 6.5000000000000009 30.305955500000003 1.5000000000000002 54.762542150000009 59.990816400000007 60.003414000000006 1.5000000000000002 59.863160500000006 51.815000000000005 30.207352000000004 59.820733200000006 1.5000000000000002 30.243224600000001 20.500000000000004 59.932719750000011 4.5000000000000009 16.500000000000004 51.815000000000005 82.897133550000021 17.500000000000004 60.695889550000011 37.516458750000005 55.645049100000001 55.099723300000008 1.5000000000000002 53.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 8 5 6 -5 -3 11 -10 -11 13 15 14 -4 16 17 -12 -8 -20 28 23 24 25 -23 26 -22 -24 29 -6
right_child=-2 2 3 4 20 -7 18 -9 9 10 12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=25.615743870556436 88.875859622070237 3615.1752859970338 -18000.618182107675 151165.22128906249 -2047.8213980110665 679.15114066839294 -3285.6000667002977 -17249.662924133438 53981.557875470426 44574.902116650221 74357.594695531545 -13711.303550756773 -2741.594557795569 -11922.160073001569 21494.16911876322 -2023.0361184388528 78510.379948353613 -21357.258994715074 117817.33480503014 19901.626002428209 53664.740836245648 2333.9915627969744 20324.10898101583 -7565.323275059548 -11592.046845995261 -1976.7636910252904 7119.7383989957834 -1051.7271614533954 -3058.1244243933388 11178.348634150818
leaf_weight=2353354 1706195 935 184 40 16523 70849 181 1804 246 274 107 1127 1615 416 1112 231 149 170 57 185 267 29893 2318 13129 1989 4038 844 1030 103553 5349
leaf_count=2353354 1706195 935 184 40 16523 70849 181 1804 246 274 107 1127 1615 416 1112 231 149 170 57 185 267 29893 2318 13129 1989 4038 844 1030 103553 5349
internal_value=0 -58.0556 -819.452 -719.818 -883.066 896.995 34231.8 -10127.1 6535.02 13116.6 9168.15 62.3968 4898.14 9129.55 15886.9 23677.7 37614 15615.6 23174.2 42964.4 -1592.49 107.866 2632.46 -4758.17 1465.2 2399.57 18305.6 13747.9 -2317.89 1186.76
internal_weight=0 2.61197e+06 258615 255876 250245 71312 463 2739 5631 2792 2546 2839 2272 1712 1296 657 426 277 423 242 178933 53508 35230 18278 31882 5149 1111 3348 125425 21872
internal_count=4318164 2611969 258615 255876 250245 71312 463 2739 5631 2792 2546 2839 2272 1712 1296 657 426 277 423 242 178933 53508 35230 18278 31882 5149 1111 3348 125425 21872
is_linear=0
shrinkage=0.1


Tree=1809
num_leaves=31
num_cat=0
split_feature=0 4 5 2 0 1 5 3 1 3 2 2 3 3 4 5 0 1 1 1 1 0 1 5 0 0 1 0 0 0
split_gain=1.96529e+12 1.33949e+13 5.59104e+13 3.8334e+13 4.45633e+13 2.96679e+13 2.78641e+13 4.4688e+13 4.34843e+13 4.8398e+13 4.08008e+13 3.13308e+13 4.57282e+13 4.73476e+13 4.50517e+13 4.30427e+13 2.86916e+13 3.79618e+13 4.32456e+13 2.56061e+13 5.57475e+13 3.89802e+13 3.72168e+13 3.16532e+13 3.10743e+13 2.81252e+13 7.87778e+13 2.54342e+13 4.04184e+13 2.33891e+13
threshold=47.236539400000005 2.5000000000000004 68.52500000000002 10.500000000000002 43.592450450000008 39.032393150000004 75.015000000000015 15.500000000000002 37.328003200000005 20.500000000000004 7.5000000000000009 7.5000000000000009 2.5000000000000004 4.5000000000000009 3.5000000000000004 118.33500000000002 44.893607100000004 37.275078000000001 37.314272700000011 38.969379750000009 39.630124250000001 45.047272400000004 41.950906500000009 41.995000000000012 44.580511600000001 44.580511600000001 42.09605220000001 47.155083450000006 45.063245200000004 45.254062050000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 -5 -6 7 10 9 11 -4 12 -8 14 15 -14 -13 -18 -19 24 21 -21 -22 -23 -3 26 -24 28 -9 -25
right_child=-2 2 6 4 5 -7 8 27 -10 -11 -12 16 13 -15 -16 -17 17 18 -20 20 22 23 25 29 -26 -27 -28 -29 -30 -31
leaf_value=-65.841949360303374 -29.900860565356865 -19795.923524551297 -3913.0824161243931 90275.432736170987 36743.405802752713 3209.2499994143091 -25586.841229486734 2818.0246192680256 108.07046971387598 139739.34125504034 -17957.083214273131 -23482.385018577803 79312.922099905307 21444.192130678744 -6402.5863589638166 229190.81574074074 -39840.225400390627 197923.05042613635 24851.866401599706 4097.0381215992848 -2230.8475626167537 -41875.886598174431 42440.929677264299 20023.870639557183 761.11037860886745 -4968.6739244100154 5790.4848434766673 -5729.1301771401631 28640.938419042301 8480.7989441227801
leaf_weight=566443 3609165 781 14318 87 426 693 179 1878 70209 31 2418 338 66 1011 38 27 40 22 42 6838 11962 98 644 4324 12574 1781 6565 1316 895 2955
leaf_count=566443 3609165 781 14318 87 426 693 179 1878 70209 31 2418 338 66 1011 38 27 40 22 42 6838 11962 98 644 4324 12574 1781 6565 1316 895 2955
internal_value=0 152.211 1018.64 3724.42 21335.5 15975.6 -430.85 -3652.41 500.901 15874.5 -5942.15 13696.5 21407.7 28773.7 85339.7 122826 -9349.71 36581.5 84345.1 3286.7 4702.35 9536.1 1422.87 14577.8 -441.064 6284.46 9064.57 5719.33 11152.5 15337.8
internal_weight=0 708999 142556 49728 1206 1119 92828 20825 72003 1794 16736 1763 1321 1142 131 93 442 104 64 48522 35167 14215 20952 7377 13355 8990 7209 4089 2773 7279
internal_count=4318164 708999 142556 49728 1206 1119 92828 20825 72003 1794 16736 1763 1321 1142 131 93 442 104 64 48522 35167 14215 20952 7377 13355 8990 7209 4089 2773 7279
is_linear=0
shrinkage=0.1


Tree=1810
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 5 1 5 5 1 1 3 3 3 1 1 5 4 3 4 3 1 1 6 3 5 5 5 5
split_gain=1.98682e+12 1.2467e+13 7.95293e+13 5.39363e+13 4.11451e+13 6.67138e+13 7.02356e+13 5.50847e+13 4.92006e+13 4.58812e+13 4.33451e+13 7.19098e+13 1.08445e+14 1.55251e+14 2.07483e+14 3.31938e+13 6.55608e+13 4.40301e+13 3.40396e+13 3.39731e+13 3.30626e+13 3.78768e+13 3.21155e+13 5.905e+13 5.66357e+13 5.57366e+13 3.15163e+13 2.97665e+13 2.94488e+13 3.3997e+13
threshold=44.982728700000003 44.874285750000006 37.362912300000012 40.247294600000011 44.893607100000004 4.5000000000000009 118.33500000000002 37.342273500000012 104.75000000000001 110.05000000000001 37.275078000000001 37.314272700000011 11.500000000000002 14.500000000000002 13.500000000000002 37.328003200000005 37.314272700000011 47.415000000000006 4.5000000000000009 6.5000000000000009 2.5000000000000004 5.5000000000000009 37.342273500000012 37.692869000000009 1.5000000000000002 5.5000000000000009 45.985000000000007 42.205000000000005 53.995000000000012 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 26 5 6 -3 10 -7 -10 -6 12 -12 14 -14 16 17 -1 28 -18 -13 -22 25 24 -24 -17 -4 -27 -19 -30
right_child=-2 2 3 -5 7 8 -8 -9 9 -11 11 20 13 -15 -16 22 19 18 -20 -21 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-10399.542111575349 16.105524816832673 19169.383327024792 -8671.2966915044963 7141.4434629849311 -9043.9916287180185 -3756.8679699179906 177683.12995689656 -6055.8282678754549 -106608.53816068673 -22195.653977159636 -3424.2641253899346 6023.9868065382507 87088.22054256135 9286.2050262276789 338752.023285061 22692.583339322849 24288.856055691678 44101.518998515909 -108562.30597932235 77660.45289391806 8413.7658914508775 52900.061090319221 49454.745317949571 -158.8825077127625 7202.9281960691796 -6214.0618636449535 -26535.429199393737 -26187.141605577213 2628.6676552144977 35341.231314208992
leaf_weight=1347 4087717 774 1737 998 1131 15190 29 3411 81 314 283 5485 163 175 41 464 389 279 23 172 433 343 448 188342 1087 1801 2289 1274 1544 400
leaf_count=1347 4087717 774 1737 998 1131 15190 29 3411 81 314 283 5485 163 175 41 464 389 279 23 172 433 343 448 188342 1087 1801 2289 1274 1544 400
internal_value=0 -285.683 -2088.74 -13669.3 0.10263 -3214.65 24894 4595.25 -4662.92 -39505.6 9106.15 12071.3 43414.2 78388.7 137668 14.3585 8859.01 3894.9 12467.7 40652.3 8757.3 28077.2 -175.598 0.321574 19534.4 -9614.18 -18828 -14489.1 13720 9359.65
internal_weight=0 230447 32877 5024 27853 16388 803 11465 15585 395 8054 6923 662 379 204 197570 4154 3593 2246 561 6261 776 193416 189877 1535 3539 4026 3075 2223 1944
internal_count=4318164 230447 32877 5024 27853 16388 803 11465 15585 395 8054 6923 662 379 204 197570 4154 3593 2246 561 6261 776 193416 189877 1535 3539 4026 3075 2223 1944
is_linear=0
shrinkage=0.1


Tree=1811
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 0 0 1 1 3 0 3 6 5 5 2 5 3 0 6 3 5 4 5 6 5 5 3 4 5
split_gain=1.95716e+12 7.48931e+12 2.25514e+13 1.84371e+13 2.49072e+13 4.52308e+13 3.30601e+13 7.63949e+13 4.26319e+13 4.71028e+13 4.67285e+13 5.21714e+13 3.38406e+13 4.25054e+13 3.20504e+13 3.2399e+13 2.3957e+13 2.34732e+13 2.65967e+13 1.77833e+13 1.75363e+13 1.73256e+13 1.72582e+13 1.6743e+13 1.85114e+13 1.67357e+13 2.47003e+13 1.61346e+13 1.54289e+13 2.57842e+13
threshold=91.398302750000013 92.928903050000017 53.719078300000007 9.5000000000000018 92.896330950000007 56.093493200000005 56.028355650000009 92.815157350000007 92.815157350000007 13.500000000000002 56.009576300000013 16.500000000000004 1.5000000000000002 56.505000000000003 114.05000000000001 12.500000000000002 58.605000000000011 17.500000000000004 56.110481950000008 1.5000000000000002 9.5000000000000018 110.05000000000001 1.5000000000000002 86.810000000000016 1.5000000000000002 107.05000000000001 89.00500000000001 11.500000000000002 3.5000000000000004 81.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 23 6 28 8 12 9 -5 11 22 17 -14 -10 -16 -7 18 25 -13 -2 27 -11 -4 -25 26 -8 -15 -6 -30
right_child=1 -3 3 4 5 16 7 -9 14 10 -12 19 13 21 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-12.414149183696296 -4066.6184475108735 -228.22361670640964 3450.9038487437897 -5181.0334325567719 10162.721637761142 -991.94369126747574 -2922.8834676451152 1876.4702776598247 -6629.1186618913171 26826.911321227592 1191.1256192994585 18685.869292202795 -18061.573713354133 -8548.9666062688248 61554.341319800209 -67837.230230978268 -21707.050229344226 -27419.927248803662 96598.35699327258 -1944.6087548736432 -41681.133898252956 -117007.2103125 55279.374734145487 -5929.1343905705789 21508.622904503092 86952.642187500009 -93378.754246471784 -57483.74322107411 33488.65653331262 -16248.963131558288
leaf_weight=4176165 5151 85159 19297 2364 6633 2872 1152 4203 5251 419 2189 1173 1044 83 122 23 693 491 27 649 127 40 434 323 1030 20 31 358 131 510
leaf_count=4176165 5151 85159 19297 2364 6633 2872 1152 4203 5251 419 2189 1173 1044 83 122 23 693 491 27 649 127 40 434 323 1030 20 31 358 131 510
internal_value=0 365.098 1254.03 1891.31 345.776 4208.65 -1740.09 -7023.28 1377.34 6398.4 12026.2 20892.8 -18546.9 -29393.6 -5348.43 41030.2 -5018.75 -8935.43 -1556.66 11337.3 -4971.7 -53989.7 41303.3 4204.88 14958.4 -3759.64 -5293.24 -48273.8 8731.01 -6084.18
internal_weight=0 141999 56840 51562 30912 10839 20073 7449 12624 7228 4864 2675 3246 1525 5396 145 3565 1721 1230 1822 5278 481 853 20650 1353 1203 1183 441 7274 641
internal_count=4318164 141999 56840 51562 30912 10839 20073 7449 12624 7228 4864 2675 3246 1525 5396 145 3565 1721 1230 1822 5278 481 853 20650 1353 1203 1183 441 7274 641
is_linear=0
shrinkage=0.1


Tree=1812
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 0 0 3 3 5 3 6 3 3 1 5 0 4 6 3 3 2 3 5 3 6 4 0 6
split_gain=1.90951e+12 3.17212e+13 1.41449e+14 6.50092e+14 2.92397e+14 1.34573e+14 2.0337e+14 1.43196e+14 1.9563e+14 2.11557e+14 1.54556e+14 1.10765e+14 1.29245e+14 9.26585e+13 8.71063e+13 2.02705e+14 1.54307e+14 8.67444e+13 8.73447e+13 8.62013e+13 1.4254e+14 9.88002e+13 2.57405e+14 1.01013e+14 9.44098e+13 7.92733e+13 7.77591e+13 7.66224e+13 7.49186e+13 2.26265e+14
threshold=30.425002000000003 30.451272450000005 59.950068600000009 59.939091550000008 68.52500000000002 20.500000000000004 59.916647550000008 59.882016200000002 7.5000000000000009 14.500000000000002 101.05000000000001 16.500000000000004 1.5000000000000002 11.500000000000002 17.500000000000004 30.434657650000002 60.005000000000003 59.904813200000007 1.5000000000000002 1.5000000000000002 15.500000000000002 9.5000000000000018 5.5000000000000009 15.500000000000002 95.020000000000024 24.500000000000004 1.5000000000000002 2.5000000000000004 59.896318000000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 25 6 7 10 27 17 -2 12 -5 -14 -11 26 -17 -10 -19 20 -8 22 -21 -23 -25 -4 -16 -9 -7 -30
right_child=1 -3 4 11 -6 28 19 8 9 14 -12 -13 13 -15 15 16 -18 18 -20 21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-229.45637376421701 -4547.3596430853022 -6.9435216776777366 3805.5618971476961 104762.42237181764 -45382.40904177411 -15433.993040796839 -187432.7890016234 5267.053932523002 57949.825178909305 939.45438017294566 148711.53977481619 51710.303984499449 124219.51498161764 300394.36788194446 4968.6817694758211 44766.945042905114 143658.3010981651 61304.439876923308 167325.91382526178 -5538.6646328125007 25654.296841257925 -73566.843493578141 266779.6360863095 9793.4771903956207 -198156.75638586958 -14311.776645662019 59569.166265606531 -86079.810435592313 40074.6971241008 -28704.312575647371
leaf_weight=334577 2035 3949501 16474 286 1452 3250 77 197 512 918 68 206 51 72 1154 399 261 131 191 200 53 329 42 430 23 2830 337 172 1073 863
leaf_count=334577 2035 3949501 16474 286 1452 3250 77 197 512 918 68 206 51 72 1154 399 261 131 191 200 53 329 42 430 23 2830 337 172 1073 863
internal_value=0 19.2718 3056.81 11095.2 -2105.64 6238.38 14776.6 21769.2 32284.7 38864.6 408.23 111509 141627 227346 26727.9 37733.8 83874 83525.7 124193 -23852.3 -100559 -14114.2 41723.2 -31393.7 -764.702 1149.53 17309.6 -37312 -6157.38 9415.46
internal_weight=0 3.98359e+06 34086 13330 20756 12715 7529 6375 4272 3903 2103 615 409 123 3069 2151 660 834 322 1154 130 1024 242 782 453 19304 1491 369 5186 1936
internal_count=4318164 3983587 34086 13330 20756 12715 7529 6375 4272 3903 2103 615 409 123 3069 2151 660 834 322 1154 130 1024 242 782 453 19304 1491 369 5186 1936
is_linear=0
shrinkage=0.1


Tree=1813
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 5 4 2 5 1 2 3 5 4 5 1 1 1 0 1 1 5 3 5 1 1 1 0 5 0
split_gain=2.00602e+12 1.85693e+13 3.68121e+13 4.00911e+13 3.72486e+13 2.92804e+13 3.56758e+13 3.43916e+13 2.6691e+13 4.43688e+13 3.93752e+13 2.76184e+13 2.56227e+13 2.28526e+13 4.27591e+13 3.39636e+13 2.15077e+13 1.87023e+13 5.44974e+13 5.08576e+13 2.17515e+14 4.96003e+13 5.46901e+13 4.39763e+13 4.22574e+13 4.22429e+13 1.04104e+14 6.57336e+13 1.20451e+14 8.01738e+13
threshold=22.500000000000004 60.042666650000008 60.063729500000008 37.75500000000001 37.305000000000007 81.00500000000001 2.5000000000000004 4.5000000000000009 84.030000000000015 30.370618100000005 12.500000000000002 24.500000000000004 58.305000000000007 2.5000000000000004 56.205000000000005 30.315880100000005 30.323743050000001 82.911991800000024 55.046835900000012 82.966612450000014 82.963712850000022 100.05000000000001 23.500000000000004 51.815000000000005 82.933113850000026 82.95335685000002 82.957885500000017 55.02863030000001 69.015000000000015 55.034903650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 -3 13 -7 -8 12 10 11 -10 -5 14 15 -4 -16 -2 19 20 25 22 24 -22 -20 27 -27 -19 -29 -30
right_child=1 2 5 8 -6 6 7 -9 9 -11 -12 -13 -14 -15 16 -17 -18 18 21 -21 23 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-20.805864739794732 -185.46784699909301 1644.1540397830322 19523.214207742803 9766.1425629395435 -32212.476713935008 89852.368465909094 53718.731966145839 -54821.766273564885 110250.6364919355 -102686.87114138721 -13267.227211213261 14096.850641010391 24106.193733179745 16795.485536320193 -40394.410910421459 -3409.0537254479141 -9955.1387655342587 5402.3220865193407 63571.352982934462 -1583.8020744836313 32008.315385352762 -28949.901138793226 -2459.0589860813252 95688.950918390721 6787.2225566224288 -20455.199309745683 10896.679580297419 10788.968772186969 128061.10708815762 42684.137825235157
leaf_weight=3950085 313667 3338 797 3891 360 22 33 253 31 41 803 821 1833 628 394 3405 565 7666 221 7204 163 676 13737 324 322 1775 2626 1817 139 527
leaf_count=3950085 313667 3338 797 3891 360 22 33 253 31 41 803 821 1833 628 394 3405 565 7666 221 7204 163 676 13737 324 322 1775 2626 1817 139 527
internal_value=0 223.281 3429.87 6854.29 -1651.79 -2814.62 -32858.6 -42297.9 11093.6 75.1998 2620.97 17595.4 14358.3 -1216.15 -3407.84 940.546 -22461 65.9508 2186.06 5324.87 8634.71 -2481.64 -1228.67 74374.9 29898.3 6434.33 -1748.08 9982.54 24123.5 60503.1
internal_weight=0 368079 17215 11118 3698 6097 308 286 7420 1696 1655 852 5724 5789 5161 4202 959 350864 37197 22241 15037 14956 14280 487 543 14550 4401 10149 2483 666
internal_count=4318164 368079 17215 11118 3698 6097 308 286 7420 1696 1655 852 5724 5789 5161 4202 959 350864 37197 22241 15037 14956 14280 487 543 14550 4401 10149 2483 666
is_linear=0
shrinkage=0.1


Tree=1814
num_leaves=31
num_cat=0
split_feature=5 0 0 3 1 4 5 4 2 0 6 1 0 5 1 0 0 3 1 0 5 6 0 0 4 2 0 3 2 2
split_gain=2.00191e+12 2.24667e+13 3.65347e+13 5.51553e+13 3.427e+13 3.37517e+13 7.01228e+13 4.62529e+13 5.26088e+13 3.83622e+13 4.29539e+13 3.51028e+13 3.31935e+13 5.13864e+13 7.16485e+13 3.31125e+13 4.00853e+13 3.34823e+13 7.60413e+13 4.56511e+13 4.41267e+13 4.95272e+13 4.25134e+13 7.22102e+13 3.59053e+13 3.23405e+13 3.23369e+13 3.06147e+13 2.97421e+13 2.91397e+13
threshold=112.04500000000002 59.846652800000008 59.896318000000008 6.5000000000000009 30.434657650000002 1.5000000000000002 116.06000000000002 1.0000000180025095e-35 2.5000000000000004 59.904813200000007 1.5000000000000002 30.278357500000002 59.990816400000007 137.05000000000004 30.323743050000001 59.932719750000011 59.939091550000008 11.500000000000002 30.226173900000003 59.963407450000012 120.05000000000001 1.5000000000000002 60.042666650000008 60.052595500000002 3.5000000000000004 3.5000000000000004 59.950068600000009 7.5000000000000009 14.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 25 27 6 -4 -8 -9 10 -7 15 13 14 -10 -11 -17 19 -19 20 21 -18 -21 -24 26 -3 -23 -5 -12 -25
right_child=1 2 5 4 -6 9 7 8 12 11 28 -13 -14 -15 -16 16 17 18 -20 22 -22 24 23 29 -26 -27 -28 -29 -30 -31
leaf_value=8.6914483651042271 -1195.5549964877391 41476.72675494026 194699.40177283657 -88530.244566761365 93644.199418218093 6638.9777207485458 -58755.989930555552 178557.14998873198 -11512.876004464286 61238.506656634228 -127289.31603931029 5847.0910376795473 -48301.266978561049 -58406.927173913049 239042.03687499999 -75112.953834960936 15216.357760416668 -30950.755128649856 42245.24434837779 14959.629290020786 -23643.606418001855 -253318.71705280175 -211302.9629245924 -95436.419910714292 -45496.141473388678 127681.05286865235 -110526.0023577009 9843.4220889182507 -6066.330078125 12438.388343394887
leaf_weight=4248930 60993 136 26 33 47 86 54 26 21 61 67 5180 43 23 25 100 30 259 314 374 236 29 23 35 32 64 35 765 29 88
leaf_count=4248930 60993 136 26 33 47 86 54 26 21 61 67 5180 43 23 25 100 30 259 314 374 236 29 23 35 32 64 35 765 29 88
internal_value=0 -533.399 4367.33 21839.6 10662.7 1830 40577.1 19706.4 50409.1 619.504 -44688.8 1832.88 20660.4 63636.5 124658 -11034.5 -13869.6 -9660.43 9160.14 -21887.4 -49154.5 -96936.8 -2905.31 -48668.9 -131985 69062.1 -175229 5775.34 -90669.9 -18257.7
internal_weight=0 69234 8241 1045 845 7196 218 192 138 6978 182 6796 112 69 46 1616 1555 1455 573 882 362 126 520 146 96 200 64 798 96 123
internal_count=4318164 69234 8241 1045 845 7196 218 192 138 6978 182 6796 112 69 46 1616 1555 1455 573 882 362 126 520 146 96 200 64 798 96 123
is_linear=0
shrinkage=0.1


Tree=1815
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 5 5 5 5 5 6 3 5 4 5 5 5 5 1 5 5 3 5 3 5 3 1 4 5
split_gain=2.01441e+12 1.7493e+13 2.92544e+13 7.45154e+13 7.21709e+13 6.79659e+13 5.91208e+13 4.28498e+13 8.05079e+13 4.16412e+13 3.86231e+13 3.52048e+13 3.4811e+13 4.53058e+13 2.77592e+13 2.69742e+13 2.66618e+13 2.43947e+13 5.51651e+13 2.43305e+13 2.34923e+13 2.31152e+13 2.71382e+13 2.23478e+13 2.14649e+13 2.08184e+13 2.35424e+13 2.63796e+13 1.96714e+13 1.94992e+13
threshold=54.762542150000009 54.736324100000012 38.891822450000006 56.022377500000012 4.5000000000000009 97.050000000000011 69.015000000000015 96.015000000000015 109.05000000000001 100.05000000000001 47.815000000000005 1.5000000000000002 5.5000000000000009 93.00500000000001 2.5000000000000004 150.04500000000004 67.00500000000001 128.92000000000004 114.05000000000001 83.053286850000021 42.895000000000003 88.015000000000015 8.5000000000000018 77.00500000000001 5.5000000000000009 56.835000000000008 6.5000000000000009 55.957851400000003 1.5000000000000002 69.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 7 10 16 -3 -9 19 11 20 13 -8 25 -7 -6 18 21 29 -4 -14 -23 -21 -11 28 -27 -28 -12 -5
right_child=-2 2 3 9 6 15 12 8 -10 24 14 -13 17 -15 -16 -17 -18 -19 -20 23 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=63.827429790328907 -43.833255109775365 14422.272933370223 -3640.7077737787718 -6776.9963411610897 -5514.4796689842642 77721.078151205918 -48212.353808593754 194646.02968750001 3446.769642857143 13404.214468661223 62153.599423926767 9784.7330814778834 -38428.515813802085 -204605.66203703705 11011.118156491051 -24937.583755387932 66474.728287146238 33552.456985909601 -118659.76002232144 1737.4027362857535 -47324.464728048573 -43909.365254237287 43164.860924622255 27523.965983675313 -66533.277382262328 -18356.965705672555 121554.76661931819 47237.818742198258 13411.712811834162 -42888.517561064575
leaf_weight=1243442 3058474 533 372 1507 1755 218 59 40 49 44 99 2441 330 27 1106 29 53 56 70 5490 184 59 91 358 142 46 55 363 506 166
leaf_count=1243442 3058474 533 372 1507 1755 218 59 40 49 44 99 2441 330 27 1106 29 53 56 70 5490 184 59 91 358 142 46 55 363 506 166
internal_value=0 106.425 3366.39 5435.8 -5334.12 14421.2 -12918 25147.6 89379 -882.113 11973.8 4612.11 -37774.8 -97312.6 22117.8 65668 -3404.18 -29325.6 -35727.7 273.832 -18097.2 -23633.5 8915.67 3315.99 -47623.3 33608.9 49544 57016.4 21387.7 -10360.1
internal_weight=0 1.25969e+06 16248 13126 3122 5419 2500 622 89 7707 5172 2997 692 86 2175 247 1808 606 550 7521 556 480 150 5848 186 1069 464 418 605 1673
internal_count=4318164 1259690 16248 13126 3122 5419 2500 622 89 7707 5172 2997 692 86 2175 247 1808 606 550 7521 556 480 150 5848 186 1069 464 418 605 1673
is_linear=0
shrinkage=0.1


Tree=1816
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 1 0 1 3 4 1 3 0 0 5 5 2 5 3 1 0 5 1 0 5 5 1 4 1 1
split_gain=1.93544e+12 1.42387e+13 4.66083e+13 9.82537e+13 4.77028e+13 4.20982e+13 3.63784e+13 3.52814e+13 3.37981e+13 1.01637e+14 9.41365e+13 5.65903e+13 6.2513e+13 5.12818e+13 5.2198e+13 4.8508e+13 5.29146e+13 3.77729e+13 6.05038e+13 4.7353e+13 3.47556e+13 3.28463e+13 6.63248e+13 4.30284e+13 4.17623e+13 5.22753e+13 4.72417e+13 5.06112e+13 3.37987e+13 5.74428e+13
threshold=10.500000000000002 72.010000000000005 69.610000000000014 30.332994000000003 30.362552800000003 82.907204800000002 59.990816400000007 35.911716050000003 7.5000000000000009 2.5000000000000004 30.278357500000002 8.5000000000000018 54.725565150000001 59.609407350000005 70.50500000000001 71.715000000000018 2.5000000000000004 71.715000000000018 8.5000000000000018 30.305955500000003 54.708501450000007 73.995000000000019 30.346469350000003 51.636650050000007 73.405000000000015 72.705000000000013 30.323743050000001 2.5000000000000004 30.323743050000001 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 7 -5 -6 -4 10 11 -10 20 -14 -15 16 -12 18 -11 -19 -13 22 24 -24 25 26 -3 -28 29 -26
right_child=-2 21 3 4 5 -7 -8 -9 9 17 15 12 13 14 -16 -17 -18 19 -20 -21 -22 -23 23 -25 28 -27 27 -29 -30 -31
leaf_value=32.847028729450592 -85.99027396546299 18110.971459658034 2843.2997799057048 -52158.594858798671 6866.0007535885543 2874.9222165179281 61541.515102066536 -5886.0459264231276 -12535.171458691228 141254.05014648437 -30276.687946428574 16090.302623980979 -31667.95998439789 93983.116675848025 -1968.0799609375001 176532.59953703705 93754.280604440792 -24544.021465871712 -2215.279015267919 -163842.41545758932 116738.44021484375 422.41954434690717 -3459.8051785064231 9165.156645558709 -933.50355251064252 -35670.075701058791 -139058.44404761906 45481.857744565219 -93450.737960379469 84208.445825892864
leaf_weight=2309749 1629650 403 1444 305 2301 7784 31 38003 274 32 42 46 128 117 110 54 190 190 361 28 135 308310 3364 13668 323 924 42 23 28 105
leaf_count=2309749 1629650 403 1444 305 2301 7784 31 38003 274 32 42 46 128 117 110 54 190 190 361 28 135 308310 3364 13668 323 924 42 23 28 105
internal_value=0 52.1232 -33.5412 -3006.69 -4120.08 -3857.73 -41668.4 -5158.02 14103.7 23629.3 41848.3 24433.6 43331.9 18946.6 47486.9 91169.4 71300.4 -9051.62 9466.7 -42435.6 91159.4 670.362 4719.25 6671.59 -13274.4 -21878.4 5351.17 -73759.6 12990.7 19954.1
internal_weight=0 2.68851e+06 2.36132e+06 51575 48424 48088 336 40304 3151 1707 1096 810 536 355 227 286 232 611 393 218 181 327190 18880 17032 1848 1392 468 65 456 428
internal_count=4318164 2688514 2361324 51575 48424 48088 336 40304 3151 1707 1096 810 536 355 227 286 232 611 393 218 181 327190 18880 17032 1848 1392 468 65 456 428
is_linear=0
shrinkage=0.1


Tree=1817
num_leaves=31
num_cat=0
split_feature=0 1 1 3 0 0 5 4 2 5 5 2 5 0 5 5 5 1 1 5 3 3 3 5 5 5 5 5 4 2
split_gain=2.10508e+12 2.02138e+13 7.30083e+13 5.67263e+13 2.76657e+13 8.34719e+13 7.33725e+13 3.88591e+13 4.98184e+13 7.05951e+13 4.80807e+13 3.36267e+13 2.93228e+13 2.59644e+13 3.11152e+13 2.50336e+13 6.24678e+13 4.95791e+13 3.46788e+13 8.79142e+13 1.23122e+14 6.00864e+13 2.64282e+14 1.02752e+14 5.36145e+13 5.15963e+13 6.70018e+13 6.73514e+13 3.95831e+13 3.80558e+13
threshold=50.973130900000008 44.083877800000003 43.808567100000012 14.500000000000002 50.565831500000009 47.425481600000005 114.05000000000001 1.5000000000000002 10.500000000000002 102.01000000000001 93.00500000000001 17.500000000000004 66.990000000000023 43.056445700000005 142.05000000000004 132.05000000000004 177.02500000000003 36.585378200000001 36.585378200000001 128.92000000000004 13.500000000000002 13.500000000000002 14.500000000000002 101.05000000000001 91.050000000000011 74.010000000000005 118.33500000000002 99.555000000000021 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 -7 10 12 -9 15 -10 -5 -15 18 -17 -18 21 25 -21 -6 23 -23 28 -20 27 -27 -24 -26
right_child=-2 3 -4 13 11 6 -8 8 9 -11 -12 -13 -14 14 -16 16 17 -19 19 20 -22 22 24 -25 29 26 -28 -29 -30 -31
leaf_value=155.56391344602412 -34.382382110195373 1226.4516374628363 -19700.025284335403 2448.1801901253998 5257.9383185642873 486.59534122645692 -76417.954126806973 -8298.7382938819737 -35059.185412597661 172709.41591796876 -45091.531805889426 113589.63600725446 37765.922711897692 23569.014099145992 -77405.343523185482 -55390.183094067259 174733.17523777173 -3830.8683837890626 3620.3752370719785 -1762.3497466216218 266103.28369140625 -42699.562482955167 5410.4677857599272 -134014.06006116365 -6565.0887325326203 18925.872053766168 -39485.391737888007 69379.333508195254 -61754.049195894288 68168.486502115178
leaf_weight=748156 3475398 50342 1874 1031 7493 7260 147 14654 80 32 364 28 179 1961 31 197 23 48 4645 37 32 651 1319 152 97 1114 149 347 94 229
leaf_count=748156 3475398 50342 1874 1031 7493 7260 147 14654 80 32 364 28 179 1961 31 197 23 48 4645 37 32 651 1319 152 97 1114 149 347 94 229
internal_value=0 141.786 14.4503 2025.4 61.3629 -25.7574 -5997.61 -5538.94 -8396.43 32584.4 -9190.51 4093.7 15271.7 15330.2 21997.6 3909.31 -26406.3 54013.8 4405.95 10205.8 122465 750.919 -12534.3 -59984.5 9376.25 8967.45 24394.2 30909 942.34 45931.8
internal_weight=0 842766 789401 53365 787527 770872 22716 22569 15309 291 15018 16655 259 3023 1992 16627 268 71 16359 6324 69 10035 2542 803 1739 6255 1610 1461 1413 326
internal_count=4318164 842766 789401 53365 787527 770872 22716 22569 15309 291 15018 16655 259 3023 1992 16627 268 71 16359 6324 69 10035 2542 803 1739 6255 1610 1461 1413 326
is_linear=0
shrinkage=0.1


Tree=1818
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 5 2 3 2 1 5 3 3 0 3 3 1 3 0 3 2 2 5 3 5 5 5 0 1 1
split_gain=2.00119e+12 1.54109e+13 4.41747e+13 9.97603e+13 6.84541e+13 7.35977e+13 5.01528e+13 6.7296e+13 1.08992e+14 8.95242e+13 6.68043e+13 8.32628e+13 8.50044e+13 6.5169e+13 6.32444e+13 7.48456e+13 5.50332e+13 1.89084e+14 9.47698e+13 7.27819e+13 9.02147e+13 6.45897e+13 1.06606e+14 7.46429e+13 5.37221e+13 4.98533e+13 4.95515e+13 4.93554e+13 5.68072e+13 6.59304e+13
threshold=89.00500000000001 59.932719750000011 59.990816400000007 30.207352000000004 30.243224600000001 142.05000000000004 8.5000000000000018 24.500000000000004 14.500000000000002 30.315880100000005 94.040000000000006 16.500000000000004 17.500000000000004 59.939091550000008 21.500000000000004 17.500000000000004 30.278357500000002 12.500000000000002 59.963407450000012 7.5000000000000009 2.5000000000000004 2.5000000000000004 102.01000000000001 5.5000000000000009 96.015000000000015 98.020000000000024 112.04500000000002 59.950068600000009 30.451272450000005 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 14 9 -9 10 -8 24 -13 -11 15 16 17 18 21 20 -20 22 23 -6 -12 -14 -24 28 29 -18
right_child=1 2 -4 4 6 -7 7 8 -10 13 11 12 25 -15 -16 -17 27 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=15.798750732932337 -544.50045369232066 -45390.572784009732 -2091.9239736778545 44458.112881949957 226991.09824942134 -81850.674218750006 139764.29161509903 -217297.86839978449 20830.314165296055 -115390.15476762821 -146214.53338068182 238429.17237723214 -75315.638494318177 17733.606147187988 77026.071724232461 -60262.474742613442 18520.05562628444 139908.46806376689 -8585.6977864583332 -257.40343224158659 249660.30544354836 -52816.856414215261 -123695.38645063921 33427.297792454767 21048.361429014902 93786.415638078965 -2960.3463960454706 -37.185425521936793 -80244.02518084491 89818.679753766744
leaf_weight=4097479 202401 339 9789 788 27 49 101 29 57 39 22 35 22 644 114 188 1762 74 24 130 31 716 55 76 151 84 89 2655 54 140
leaf_count=4097479 202401 339 9789 788 27 49 101 29 57 39 22 35 22 644 114 188 1762 74 24 130 31 716 55 76 151 84 89 2655 54 140
internal_value=0 -293.337 2487 7763.42 9972.74 37063.7 6874.62 25717.8 -59468.7 32389.9 69021.5 46266.6 103306 10132.1 3238.06 1840.98 3842.6 -15025.5 -25012.5 40540.3 136971 -37605.8 6487.92 84167.3 -222.065 58689.8 -49074.4 8842.99 20896.6 23768.1
internal_weight=0 220685 18284 8495 8156 837 7319 1184 86 1098 415 314 141 683 6135 6021 5833 1222 1148 185 55 963 247 103 173 106 144 4611 1956 1902
internal_count=4318164 220685 18284 8495 8156 837 7319 1184 86 1098 415 314 141 683 6135 6021 5833 1222 1148 185 55 963 247 103 173 106 144 4611 1956 1902
is_linear=0
shrinkage=0.1


Tree=1819
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 5 0 3 0 1 3 0 5 3 0 4 2 6 5 6 2 0 1 6 5 2 3 5 5
split_gain=2.01259e+12 2.86193e+13 6.50106e+13 1.07704e+14 1.65591e+14 1.08745e+14 1.03589e+14 8.32e+13 1.63058e+14 1.23727e+14 1.57016e+14 2.53958e+14 9.86902e+13 8.29628e+13 8.23848e+13 7.41195e+13 7.31258e+13 7.73309e+13 6.90472e+13 6.72094e+13 6.60616e+13 6.94488e+13 6.55806e+13 6.4045e+13 6.42987e+13 9.47726e+13 8.24966e+13 6.29646e+13 6.16033e+13 6.85194e+13
threshold=30.425002000000003 30.370618100000005 60.063729500000008 60.003414000000006 80.00500000000001 60.042666650000008 84.030000000000015 59.950068600000009 13.500000000000002 59.916647550000008 30.388336800000001 8.5000000000000018 59.939091550000008 49.505000000000003 15.500000000000002 59.896318000000008 2.5000000000000004 1.5000000000000002 1.5000000000000002 95.020000000000024 1.5000000000000002 2.5000000000000004 59.939091550000008 30.410108300000001 1.5000000000000002 88.015000000000015 10.500000000000002 16.500000000000004 34.920000000000009 44.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 18 6 -6 9 -9 15 12 -12 -11 14 28 23 -8 -18 -5 -19 22 -22 -15 24 -3 -26 -27 -28 -13 -30
right_child=-2 2 -4 4 5 -7 16 8 -10 10 11 13 -14 20 -16 -17 17 19 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=145.89974767504171 19.785146385225943 -23051.164673537514 -27345.96680021147 -16897.271340728959 214006.99292637088 -32675.05269140625 -50606.354035441087 -27442.785404968628 -2602.6637160486471 -14048.838959288123 -11186.60984803093 -73721.547488064243 36726.006346299917 61512.859410984362 90197.465894664419 -34764.382133897299 -71488.709479166675 152057.61758889025 7017.3654657622601 56024.034644554093 -30659.60605258284 134018.94500927511 -82883.400659919513 4581.2786535915984 -6706.1356054009666 62334.177732216849 -165599.38897879465 7302.1443979779424 47605.079141921306 -17492.333817656403
leaf_weight=285934 3983587 2309 1029 1387 53 100 48 4159 7248 2306 1081 72 459 671 176 812 30 127 9319 171 29 219 33 6009 9628 362 28 85 436 257
leaf_count=285934 3983587 2309 1029 1387 53 100 48 4159 7248 2306 1081 72 459 671 176 812 30 127 9319 171 29 219 33 6009 9628 362 28 85 436 257
internal_value=0 -235.569 -2477.92 -1940.49 6617.79 61233.5 83123.6 -4583.56 -11659.4 -1351.38 11534.4 27483.3 -5620.03 49565.8 28509.1 -5196.42 64674.6 81545 3919.14 96951.1 70379.2 114762 54744.3 -3893.06 -7995.73 -4554.87 39050.3 -35540.7 14316.8 23463.6
internal_weight=0 334577 48643 47614 11235 529 429 36379 11407 24972 5739 2974 2765 1893 941 19233 376 328 10706 298 952 248 704 18421 12412 10103 475 113 765 693
internal_count=4318164 334577 48643 47614 11235 529 429 36379 11407 24972 5739 2974 2765 1893 941 19233 376 328 10706 298 952 248 704 18421 12412 10103 475 113 765 693
is_linear=0
shrinkage=0.1


Tree=1820
num_leaves=31
num_cat=0
split_feature=1 5 5 5 1 5 1 3 1 0 0 1 1 5 0 1 0 1 6 5 0 3 1 3 5 0 2 3 3 5
split_gain=1.98756e+12 1.74734e+13 9.93688e+13 7.41922e+13 6.25646e+13 6.22897e+13 6.18381e+13 7.17649e+13 6.03357e+13 5.12858e+13 1.39698e+14 1.18945e+14 9.97671e+13 6.91128e+13 5.25635e+13 7.0486e+13 9.55097e+13 8.28045e+13 7.0512e+13 6.82401e+13 6.35042e+13 5.68588e+13 5.60918e+13 5.5839e+13 7.34639e+13 5.30016e+13 9.24155e+13 7.96973e+13 7.63044e+13 5.19545e+13
threshold=38.781124500000011 62.015000000000008 59.245000000000012 56.205000000000005 37.503486000000002 62.385000000000012 37.971176850000006 11.500000000000002 37.559851850000008 55.601678500000013 55.645049100000001 37.39371280000001 37.362912300000012 57.705000000000005 55.793358600000012 37.615058950000012 55.820531900000013 37.66934650000001 1.5000000000000002 57.995000000000012 55.885524800000006 22.500000000000004 37.362912300000012 34.500000000000007 57.405000000000008 55.751981950000008 2.5000000000000004 14.500000000000002 15.500000000000002 58.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 7 -5 -6 -9 11 12 29 -13 25 19 18 -18 23 20 22 -22 -16 24 -17 27 28 -12 -27 -11
right_child=-2 5 4 6 8 -7 -8 9 -10 10 14 13 -14 -15 15 16 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=304.35801508170374 -44.65846584158858 -13332.497966582861 1380.6496840417897 -8397.1959567239846 20109.691653638525 -361.34806734593269 7112.8723654106652 -9671.4056884638831 5897.5415504991843 28682.540820994196 29725.32734572206 -18732.463957223717 129916.17852141203 29028.25508330113 27401.881463264017 218257.1135723039 45186.99916178386 -2409.8324160823286 10196.993257597125 5787.4245600201157 -9767.9891781999868 7764.9438044235394 -33874.603171910872 -10236.203409090909 80936.205004438933 -256099.72809606485 -17708.463817691732 -7882.4235887939058 -66649.681349609382 104963.25510326424
leaf_weight=821574 3012745 3742 37764 23657 3387 348021 5351 6137 25302 770 619 652 135 566 170 51 468 1669 174 7924 5067 2913 1232 44 165 27 1353 6284 100 101
leaf_count=821574 3012745 3742 37764 23657 3387 348021 5351 6137 25302 770 619 652 135 566 170 51 468 1669 174 7924 5067 2913 1232 44 165 27 1353 6284 100 101
internal_value=0 103.066 325.266 45.8988 4055.05 -499.333 -3189.61 -4104.19 7575.42 -1330.92 348.176 24479.3 49926 3461.76 -1550.89 1249.9 16699.7 8013.81 59468.8 -1045.35 -6816.28 -3367.81 -26444.5 92443.1 113359 -8191.86 -25364.3 -4510.09 -106926 37528
internal_weight=0 1.30542e+06 953656 887203 66453 351763 65629 60278 28689 36621 30484 2224 1006 1218 28260 19877 2571 2137 434 17306 9382 7980 1402 260 216 8383 1480 6903 127 871
internal_count=4318164 1305419 953656 887203 66453 351763 65629 60278 28689 36621 30484 2224 1006 1218 28260 19877 2571 2137 434 17306 9382 7980 1402 260 216 8383 1480 6903 127 871
is_linear=0
shrinkage=0.1


Tree=1821
num_leaves=31
num_cat=0
split_feature=3 5 4 6 5 0 4 1 5 5 3 1 1 0 0 5 0 3 5 0 1 0 1 3 2 5 5 5 5 1
split_gain=2.09758e+12 1.25421e+13 2.49136e+13 3.86948e+13 4.43743e+13 6.59517e+13 5.6805e+13 5.37621e+13 5.8152e+13 1.04551e+14 4.2251e+13 7.8266e+13 1.26654e+14 1.31528e+14 1.82007e+14 6.64173e+13 6.51764e+13 1.21118e+14 5.87319e+13 5.68671e+13 5.57116e+13 1.40925e+14 1.19098e+14 8.44276e+13 8.87844e+13 8.61954e+13 7.86969e+13 6.08645e+13 5.62461e+13 5.21141e+13
threshold=10.500000000000002 39.355000000000011 1.5000000000000002 1.5000000000000002 48.010000000000012 45.040161900000008 1.0000000180025095e-35 82.933113850000026 58.755000000000003 59.245000000000012 14.500000000000002 37.39371280000001 37.516458750000005 55.820531900000013 55.793358600000012 73.405000000000015 55.628356700000005 22.500000000000004 52.020000000000003 55.860536450000005 33.101335500000005 59.904813200000007 30.259484550000003 12.500000000000002 7.5000000000000009 55.990000000000002 63.855000000000011 54.410000000000004 51.405000000000008 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 10 -9 -10 20 15 13 14 16 18 -13 -18 -12 -15 21 28 23 24 -23 27 29 -26 -8 -24
right_child=1 2 -4 4 5 6 7 8 9 -11 11 12 -14 19 -16 -17 17 -19 -20 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=54.262566659599727 361.88603628585525 251.10317252885977 43.020021334653045 -1108.2669382486811 4746.5532369927914 6332.6348062109837 -2479.4605143229169 -16652.850522364555 -200273.59822591147 -35353.540451856228 -11142.561736638792 -23447.584190867772 -7123.1088015677278 -135353.0087890625 281731.31339285715 14365.919099205046 115647.70914089256 8830.1705004053201 -33261.263715878675 -3010.8670340454473 -4233.8567381518969 -30493.252750651045 103688.83379242996 39231.797532743563 -89053.453913574223 -40204.33698087994 -29700.75416103554 -301837.89695121953 79091.934340857973 22841.519671241913
leaf_weight=2688514 446770 152811 823732 164457 6221 3185 108 2381 48 193 2301 107 17873 36 35 538 219 206 2510 331 4341 120 116 68 20 38 200 41 389 255
leaf_count=2688514 446770 152811 823732 164457 6221 3185 108 2381 48 193 2301 107 17873 36 35 538 219 206 2510 331 4341 120 116 68 20 38 200 41 389 255
internal_value=0 -89.5196 -260.014 -955.045 -1848.31 -4754.33 -6411.84 -7661.8 -21390.8 -68200.7 -6455.93 -8282.79 -5247.15 30651.2 60842.3 -18956.1 46310.1 63872.6 -22682.4 -15992.7 1291.53 18993.1 -5551.6 -58103.2 -88325.9 -158426 20862.2 -232073 61366.2 48119.9
internal_weight=0 1.62965e+06 1.18288e+06 359148 206337 41880 35659 32474 2622 241 29852 24156 18807 934 567 5349 532 425 4811 367 5696 1355 858 287 219 99 571 61 497 371
internal_count=4318164 1629650 1182880 359148 206337 41880 35659 32474 2622 241 29852 24156 18807 934 567 5349 532 425 4811 367 5696 1355 858 287 219 99 571 61 497 371
is_linear=0
shrinkage=0.1


Tree=1822
num_leaves=31
num_cat=0
split_feature=5 5 5 1 3 5 1 4 2 3 4 1 0 3 3 0 5 3 5 1 0 0 2 1 0 1 1 1 5 3
split_gain=1.97507e+12 2.29412e+13 2.21373e+13 2.71525e+13 2.18428e+13 1.99803e+13 1.91624e+13 1.56454e+13 1.39733e+13 1.37914e+13 1.54863e+13 1.34939e+13 1.55066e+13 1.64239e+13 2.12823e+13 2.34339e+13 3.29023e+13 2.30996e+13 2.26084e+13 1.25136e+13 1.41442e+13 1.23781e+13 1.22872e+13 1.22084e+13 1.10853e+13 4.50377e+13 1.66834e+13 1.76158e+13 1.51582e+13 9.92723e+12
threshold=32.475000000000001 32.355000000000011 33.57500000000001 37.971176850000006 27.500000000000004 33.005000000000003 30.332994000000003 5.5000000000000009 12.500000000000002 9.5000000000000018 1.0000000180025095e-35 30.451272450000005 60.042666650000008 15.500000000000002 21.500000000000004 60.035045000000004 32.910000000000004 19.500000000000004 32.615000000000009 30.243224600000001 59.939091550000008 55.727011600000004 6.5000000000000009 30.425002000000003 44.039893800000009 39.718803500000007 39.726951800000002 39.899261850000009 33.395000000000003 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 11 -5 -3 -1 21 -8 -11 12 13 -2 15 -15 17 -17 -19 -16 -21 -6 -23 -14 25 -7 -27 28 -28 -13
right_child=2 6 -4 5 8 24 9 -9 -10 10 -12 29 23 14 19 16 -18 18 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-46.896733335200288 -1065.9387129672293 -26764.738763760019 -14.841085099880187 1735.0451069728053 18064.006845388107 110808.03615962011 4976.356116086421 -82525.253940217401 7753.089357564907 -597.5435865396903 -6628.8836580717834 -3613.4230712521444 -12627.531219376549 11091.905866348219 -11642.433719403263 15453.804349662163 10824.504258219402 34526.16642614294 145302.88003771551 -5103.8221756244029 18043.822065543056 17127.518917410714 109764.27312500001 10263.116271470999 5749.9326137910766 -75290.067425271744 11684.730059603988 -9191.7970703125011 116837.32674278846 20821.335282389322
leaf_weight=489454 3983 349 3709212 62213 62 51 1896 23 198 7531 9793 16140 1153 1565 586 37 144 27 58 523 533 21 45 292 11930 23 29 99 26 168
leaf_count=489454 3983 349 3709212 62213 62 51 1896 23 198 7531 9793 16140 1153 1565 586 37 144 27 58 523 533 21 45 292 11930 23 29 99 26 168
internal_value=0 -185.002 24.7234 1493.63 -1319.84 2459.63 -3542.46 -50.7723 24399.2 -3120.79 -4006.97 -1652.44 1479.2 3316.67 8342.85 15755.9 43196.6 81406.3 110115 76.4872 6579.6 50148.7 80288.9 -8001.88 6167.37 28009.6 4152.36 16017.1 61393.2 -3361.7
internal_weight=0 509046 3.80912e+06 99906 25535 74371 19569 489477 326 19220 17324 25209 8901 7456 3473 1831 266 122 85 1642 1056 128 66 1445 12158 228 177 154 55 16308
internal_count=4318164 509046 3809118 99906 25535 74371 19569 489477 326 19220 17324 25209 8901 7456 3473 1831 266 122 85 1642 1056 128 66 1445 12158 228 177 154 55 16308
is_linear=0
shrinkage=0.1


Tree=1823
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 1 3 5 0 3 3 1 1 1 1 1 3 0 3 4 3 0 2 3 1 1 0 0 1 5
split_gain=1.98859e+12 2.80469e+13 3.13192e+13 2.63681e+13 6.87488e+13 6.4642e+13 5.5301e+13 6.83334e+13 6.39235e+13 6.38857e+13 4.56127e+13 3.63569e+13 2.89341e+13 3.80226e+13 2.78507e+13 2.71886e+13 3.85526e+13 5.438e+13 2.67405e+13 2.6435e+13 2.62667e+13 3.15715e+13 2.48516e+13 2.1739e+13 2.36077e+13 3.82589e+13 3.92606e+13 3.73274e+13 4.75893e+13 3.59751e+13
threshold=47.415000000000006 49.010000000000012 18.500000000000004 37.642309100000013 37.533784800000006 37.436176200000013 21.500000000000004 47.815000000000005 55.801980100000009 24.500000000000004 23.500000000000004 37.597123000000003 30.451272450000005 30.259484550000003 37.597123000000003 37.737121850000008 22.500000000000004 55.727011600000004 19.500000000000004 1.5000000000000002 38.500000000000007 55.885524800000006 5.5000000000000009 9.5000000000000018 38.422276900000007 37.792847950000002 55.842510000000011 56.338501050000012 37.457850350000008 48.035000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 4 5 12 8 11 14 10 -9 -8 13 18 -6 16 17 -5 -4 -18 21 22 -7 -2 25 26 -25 28 -28 -30
right_child=1 -3 3 15 6 20 7 9 -10 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-69.201470894524746 2484.5577664453194 -34.210014568242229 -49529.510473539631 108451.84691877694 55912.658162715525 12727.838216646634 -3069.6606488144189 -79001.034792712133 -24833.820135416667 -30705.586836878101 -206913.54906250001 120656.54578043621 -13122.610825911252 23160.575737026666 205120.93963512074 8214.2222603029368 39863.027335549858 -51389.42034667969 1246.6422679977723 118691.71362847224 -44378.147604166668 -13990.162776131467 83178.4993119266 5737.0490455765193 511.45539675707181 -19986.641420661545 -53884.272840869264 -3827.9681644594111 -26280.184637178507 33616.148413325296
leaf_weight=2116869 56716 2038841 131 29 29 65 114 137 75 353 35 30 948 843 22 8098 131 80 498 63 30 58 218 3434 85062 1418 379 3014 291 153
leaf_count=2116869 56716 2038841 131 29 29 65 114 137 75 353 35 30 948 843 22 8098 131 80 498 63 30 58 218 3434 85062 1418 379 3014 291 153
internal_value=0 66.5474 1331.08 6250.4 -928.277 6461.5 -26871.5 -38317.5 33901.5 -55055.6 -105030 22706.6 502.724 9277.74 120277 9314.65 38724.7 -8862.84 -9328.36 65462 45330 53222.3 66997.3 939.18 4.28251 -4960.75 -2030.38 -8981.99 -27857.1 -5640.23
internal_weight=0 2.2013e+06 162454 11987 3586 2791 795 669 126 525 172 144 2420 1472 51 8401 303 109 629 194 371 341 283 150467 93751 8689 7271 3837 823 444
internal_count=4318164 2201295 162454 11987 3586 2791 795 669 126 525 172 144 2420 1472 51 8401 303 109 629 194 371 341 283 150467 93751 8689 7271 3837 823 444
is_linear=0
shrinkage=0.1


Tree=1824
num_leaves=31
num_cat=0
split_feature=5 5 3 3 1 0 0 4 2 1 1 0 1 1 0 1 1 1 5 1 1 0 4 0 1 1 1 2 3 0
split_gain=1.98547e+12 1.4307e+13 8.9914e+13 1.30985e+14 4.55948e+13 3.91259e+13 1.49514e+14 1.82106e+14 6.7755e+13 6.70768e+13 6.04893e+13 5.73074e+13 5.0561e+13 6.68059e+13 4.97466e+13 5.34251e+13 4.35698e+13 7.86638e+13 5.01318e+13 3.93353e+13 7.94813e+13 3.69184e+13 4.27044e+13 4.8264e+13 1.00836e+14 8.39818e+13 4.17075e+13 4.92191e+13 3.66464e+13 5.02009e+13
threshold=54.035000000000004 59.810000000000009 5.5000000000000009 9.5000000000000018 20.507360500000004 55.628356700000005 55.727011600000004 2.5000000000000004 2.5000000000000004 37.642309100000013 37.66934650000001 53.204054050000003 37.767735350000002 37.342273500000012 55.674875350000008 37.642309100000013 37.737121850000008 37.597123000000003 57.995000000000012 37.597123000000003 37.542000650000013 57.147575200000006 2.5000000000000004 55.860536450000005 37.712318250000003 37.792847950000002 37.417247200000006 5.5000000000000009 8.5000000000000018 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 7 8 16 11 -11 -6 13 -9 15 -15 17 18 -7 20 -10 22 -8 24 26 -25 -24 -28 29 -23
right_child=1 -3 3 -5 5 6 21 12 19 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 28 23 25 -26 -27 27 -29 -30 -31
leaf_value=-54.804090502343428 3225.34431013935 -79.066367050851795 -24323.478828831157 758.78037159703968 -4865.81151797037 7639.1181673916908 -2748.1598410399656 22163.720778313236 12592.277844562363 -50520.741423806183 -2661.2929428448856 22116.564394273446 -30459.285618613987 -77194.122078902641 -103340.6872067965 14509.242963324654 22072.20265625 -192050.52141768293 -136888.5844223485 -4497.6018442226223 123276.91154463212 2840.6498092906299 30473.306971768467 19498.259821458003 -10239.48459465172 -13015.369456724009 -82267.936228154635 -30446.746383101854 3674.3059763822139 -22553.665920284948
leaf_weight=2611969 98899 1295798 1134 252197 1266 88 9111 69 226 267 24185 2081 471 216 416 90 70 41 33 343 91 1646 55 948 1631 4904 422 324 7696 1477
leaf_count=2611969 98899 1295798 1134 252197 1266 88 9111 69 226 267 24185 2081 471 216 416 90 70 41 33 343 91 1646 55 948 1631 4904 422 324 7696 1477
internal_value=0 83.8981 598.446 -235.58 -4464.42 -4077.26 -6558.68 -31953.4 2631.48 -1366.52 -3183.89 11910.5 -56398.5 -71843.9 -80828 -50222.5 -43853.9 -72340.4 -31777.5 18971.8 44366.1 -4619.92 -7472.72 -12668.9 -24509.2 -7748.29 -53565.3 -59761.1 -33.145 -9169.41
internal_weight=0 1.7062e+06 410397 311498 59301 58167 30368 2154 892 27799 24452 3347 1262 791 722 306 232 162 121 660 317 28214 17395 8284 2432 5852 801 746 10819 3123
internal_count=4318164 1706195 410397 311498 59301 58167 30368 2154 892 27799 24452 3347 1262 791 722 306 232 162 121 660 317 28214 17395 8284 2432 5852 801 746 10819 3123
is_linear=0
shrinkage=0.1


Tree=1825
num_leaves=31
num_cat=0
split_feature=1 4 5 5 5 5 1 1 0 0 3 3 0 0 0 5 0 6 0 3 0 3 1 3 0 0 5 1 1 0
split_gain=2.18352e+12 1.52482e+13 4.70425e+13 6.59601e+13 7.55735e+13 5.17946e+13 4.41653e+13 4.2568e+13 6.51107e+13 5.09651e+13 4.72459e+13 1.14556e+14 1.98998e+14 1.09246e+14 9.16476e+13 9.09093e+13 8.21178e+13 7.45703e+13 6.7981e+13 4.69132e+13 6.00973e+13 5.91247e+13 4.41673e+13 4.22579e+13 4.12504e+13 8.06405e+13 1.52765e+14 1.40894e+14 1.8166e+14 1.19913e+14
threshold=38.633372000000001 1.5000000000000002 56.005000000000003 58.305000000000007 62.015000000000008 62.385000000000012 37.737121850000008 30.410108300000001 55.885524800000006 55.851332700000007 17.500000000000004 23.500000000000004 55.806974650000008 55.842510000000011 55.820531900000013 57.705000000000005 55.745923000000012 1.5000000000000002 55.734663800000007 20.500000000000004 55.860536450000005 19.500000000000004 37.620907050000007 8.5000000000000018 55.628356700000005 55.860536450000005 43.810000000000009 37.752451500000006 37.39371280000001 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 7 23 6 -6 -4 9 10 -9 12 16 -13 15 -14 17 18 -12 21 -21 -11 -18 -5 -3 26 -26 28 -28 -30
right_child=-2 2 3 4 5 -7 -8 8 -10 19 11 13 14 -15 -16 -17 22 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-287.08280762384703 -46.390636692690066 3526.2928681652152 -8982.4123785512929 -1457.4716196950303 -17903.722685164827 -316.13006263911279 9768.4287299845328 -6614.9192802324778 4610.4600289968139 -9756.1623282575783 29077.967462810717 -7963.7354522453024 220546.11547067901 171916.43072150738 53926.185668093669 14217.683806741648 -35378.289089604994 -3489.343421173096 146928.1580882353 -86961.00357639906 -23679.762662498077 132545.15888346356 44232.414019097225 4134.3617683684051 6894.5736108496749 2250.2795500860952 5316.753866277948 1684.0806514972462 -10316.899507130058 -32507.157646002343
leaf_weight=554152 3029015 71593 11606 17137 2883 339056 721 15617 10503 1092 1216 4843 81 34 215 29 499 928 51 187 760 30 81 63933 15034 122860 7164 21890 22219 2735
leaf_count=554152 3029015 71593 11606 17137 2883 339056 721 15617 10503 1092 1216 4843 81 34 215 29 499 928 51 187 760 30 81 63933 15034 122860 7164 21890 22219 2735
internal_value=0 109.001 407.628 -190.435 206.703 -442.886 -12367.8 -3712.98 -2021.97 -4736.4 -3416.74 2844.5 17875.4 -6709.7 91909.8 166150 9204.72 18047.4 33821.7 -19785.3 -36175.6 -5951.31 -24260.2 2952.33 1477.81 713.582 -2020.97 -4502.75 -8719.38 -12749
internal_weight=0 1.28915e+06 734997 471502 423730 342660 3604 47772 36166 25663 23594 7977 3100 4877 325 110 2775 2195 1267 2069 947 1122 580 81070 263495 191902 69042 54008 32118 24954
internal_count=4318164 1289149 734997 471502 423730 342660 3604 47772 36166 25663 23594 7977 3100 4877 325 110 2775 2195 1267 2069 947 1122 580 81070 263495 191902 69042 54008 32118 24954
is_linear=0
shrinkage=0.1


Tree=1826
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 3 5 3 0 6 5 0 3 4 5 2 3 0 6 0 0 3 0 0 3 3 0 1 0 1
split_gain=2.3347e+12 1.91644e+13 3.62017e+13 8.75585e+13 3.71473e+14 1.5715e+14 8.79581e+13 7.62183e+13 7.13271e+13 9.40519e+13 6.77151e+13 7.76687e+13 5.85119e+13 5.82549e+13 6.34953e+13 5.74218e+13 5.54424e+13 4.33792e+13 5.52456e+13 4.23486e+13 6.16201e+13 4.15896e+13 3.68452e+13 3.67917e+13 3.67501e+13 6.79474e+13 3.56624e+13 4.61247e+13 7.61576e+13 1.01653e+14
threshold=5.5000000000000009 37.869926150000005 37.914142000000005 55.762622900000004 55.708120100000009 17.500000000000004 66.50500000000001 20.500000000000004 55.812836050000008 1.5000000000000002 51.405000000000008 55.734663800000007 24.500000000000004 2.5000000000000004 74.610000000000014 14.500000000000002 16.500000000000004 55.68356880000001 1.5000000000000002 55.657530000000008 55.591389050000011 22.500000000000004 55.674875350000008 55.56564190000001 17.500000000000004 19.500000000000004 60.017447350000005 30.434657650000002 60.042666650000008 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 4 6 10 7 16 -5 -10 -6 -12 -9 24 -15 -11 -3 18 -16 20 23 -20 -14 -18 -8 -26 -2 -28 29 -29
right_child=1 2 -4 8 5 -7 13 12 9 15 11 -13 22 14 17 -17 19 -19 21 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-63.300004545261416 843.4073924205909 -3429.6839075864041 -65.172148906339899 -50519.506652708733 43686.062074652786 14088.024399345546 -25212.53672145195 34583.924743004718 -35123.676377441101 -7510.8923584309523 133064.57473601756 43263.403242555389 54329.300350674719 13194.767856036995 37452.155406188969 36536.691759806527 64955.25598958334 -37880.985666374196 -17688.184369345076 -17822.608949884201 -162598.68530273438 -155560.21015625002 612.54833413808626 -53001.267765117023 -250997.38685593379 -63688.237645896086 -379.10636861788817 -45586.114935846446 -1730.9566014031418 -8947.422186033702
leaf_weight=2480138 505035 3856 1255015 594 360 873 253 655 1101 1314 283 146 132 574 208 382 30 1054 449 1593 48 23 3912 223 21 249 48089 1044 7753 2757
leaf_count=2480138 505035 3856 1255015 594 360 873 253 655 1101 1314 283 146 132 574 208 382 30 1054 449 1593 48 23 3912 223 21 249 48089 1044 7753 2757
internal_value=0 85.4138 -129.616 -4541.24 -1249 43321 -6826.96 -2590.81 -19048.1 -12364.5 75666.3 102503 6856.83 -22462.3 -15633.7 2410.2 -10311.6 -25176.7 -5485.05 -24322.5 -58722.1 -24406.5 2365.91 -39014.3 -52596.7 -78256.7 570.306 -1742.21 -7415.62 -19010.8
internal_weight=0 1.83803e+06 1.27335e+06 18333 14942 1662 13280 10449 3391 2797 789 429 4699 2831 2308 1696 5750 1734 680 1894 301 472 4044 253 523 270 564678 59643 11554 3801
internal_count=4318164 1838026 1273348 18333 14942 1662 13280 10449 3391 2797 789 429 4699 2831 2308 1696 5750 1734 680 1894 301 472 4044 253 523 270 564678 59643 11554 3801
is_linear=0
shrinkage=0.1


Tree=1827
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 5 2 3 1 0 1 5 5 0 6 1 5 5 1 3 2 1 3 5 1 4 5 2 2 1
split_gain=2.04363e+12 1.10139e+13 2.48191e+13 2.16417e+13 2.66131e+13 1.6092e+13 1.58978e+13 1.55672e+13 4.42345e+13 3.50074e+13 8.16198e+13 4.61533e+13 5.42899e+13 4.50693e+13 4.64031e+13 4.78522e+13 1.11194e+14 7.3531e+13 6.40138e+13 6.09738e+13 8.02979e+13 6.96861e+13 4.32536e+13 3.85079e+13 3.68617e+13 4.92033e+13 3.66442e+13 3.54286e+13 1.00831e+14 4.42478e+13
threshold=44.982728700000003 45.03656895000001 38.891822450000006 37.275078000000001 45.029420750000007 61.845000000000006 2.5000000000000004 21.500000000000004 38.950530550000003 45.022371150000005 39.016372550000007 94.040000000000006 54.035000000000004 45.029420750000007 1.5000000000000002 39.027779200000005 52.405000000000008 95.020000000000024 38.984911950000004 23.500000000000004 9.5000000000000018 38.984911950000004 23.500000000000004 118.33500000000002 39.071052600000009 1.5000000000000002 120.05000000000001 21.500000000000004 20.500000000000004 39.047276750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -4 -9 10 22 12 -12 -11 -15 16 18 -17 -16 21 -21 -18 26 -24 25 -14 -10 28 29 -13
right_child=1 -3 7 5 -6 -7 -8 8 9 13 11 27 24 14 15 17 19 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-289.73833560960725 22221.210280585536 -9.9461978402750546 1667.7646248930332 -20599.057181123622 65081.59670617056 -66934.595286744516 -29398.723174143146 -40683.715017943068 -52218.244993972781 11654.869472602693 3438.1592043650908 -73186.208257231847 110676.57372332318 14390.740217440489 -143956.49821920958 -22930.468166612551 -108570.95625 -129069.01157570424 -7726.4415206473222 -2384.9822916666667 161489.15586793816 22834.047848408707 -23811.227878127731 83333.904111842101 -22634.876449332813 -2305.016410571744 -171080.48660714287 -26159.049005208333 207107.59232855903 46828.396409783971
leaf_weight=230447 97 3985555 87861 425 59 91 155 289 352 3567 3781 37 41 723 68 809 46 71 70 54 67 329 286 38 1882 644 28 75 36 181
leaf_count=230447 97 3985555 87861 425 59 91 155 289 352 3567 3781 37 41 723 68 809 46 71 70 54 67 329 286 38 1882 644 28 75 36 181
internal_value=0 16.3341 1041.59 -16211.8 4625.3 -28770.6 -9529.15 1182.39 -1982.62 -1134.34 -5703.6 -2289.03 -4181.77 4676.43 -6451.01 -16403.8 4541.37 -31493.9 -74854.3 26631.3 88355.2 6715.03 -38088.6 -11244.8 -15405.3 4457.39 -60976.5 34231 52062.7 26458.9
internal_weight=0 4.08772e+06 102162 827 311 516 252 101335 13474 13185 7381 6677 6348 5804 2237 1514 634 880 138 496 121 375 704 324 2567 685 380 329 254 218
internal_count=4318164 4087717 102162 827 311 516 252 101335 13474 13185 7381 6677 6348 5804 2237 1514 634 880 138 496 121 375 704 324 2567 685 380 329 254 218
is_linear=0
shrinkage=0.1


Tree=1828
num_leaves=31
num_cat=0
split_feature=4 5 5 1 0 0 3 0 5 2 4 1 2 5 5 1 5 2 5 0 3 2 5 5 0 3 4 3 5 3
split_gain=2.01117e+12 9.87742e+12 2.81291e+13 4.9893e+13 2.00948e+13 1.38634e+13 5.32662e+13 3.15095e+13 2.76933e+13 3.51219e+13 2.77453e+13 3.0389e+13 2.96854e+13 2.39925e+13 4.82887e+13 2.25389e+13 2.99396e+13 2.23306e+13 2.25289e+13 2.46122e+13 2.188e+13 3.40413e+13 2.14478e+13 2.25869e+13 2.06201e+13 2.24425e+13 1.81234e+13 1.96593e+13 1.79307e+13 2.54842e+13
threshold=4.5000000000000009 18.050000000000004 29.985000000000003 50.158868250000005 55.751981950000008 59.950068600000009 17.500000000000004 59.916647550000008 81.00500000000001 8.5000000000000018 6.5000000000000009 30.305955500000003 1.5000000000000002 109.05000000000001 118.33500000000002 30.323743050000001 132.05000000000004 5.5000000000000009 120.05000000000001 59.932719750000011 12.500000000000002 8.5000000000000018 132.05000000000004 118.33500000000002 59.932719750000011 4.5000000000000009 6.5000000000000009 5.5000000000000009 142.05000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 20 -4 -9 10 11 13 -13 -10 -15 16 -14 18 19 -17 21 26 23 -22 -16 -26 28 -28 29 -7
right_child=1 2 5 -5 -6 6 -8 8 9 -11 -12 12 15 14 24 17 -18 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-3.9437348731342965 -34538.891152597404 82689.621585083019 479.17707393594492 185261.03369565218 -48551.039369419646 66506.252828663797 91046.983577473962 113659.37062500001 -76040.85046106558 120785.76935483872 67376.260073707221 103038.00423828125 17484.013825334823 122728.61192908656 15094.46033153045 5746.5256200396834 141283.03583333336 -69622.004307432435 -3231.7542998342806 97297.874135742197 -54982.146582031251 92787.851875000008 -224.55418198529412 -186273.41484375001 -140224.23994565217 -27308.499473958334 -8172.5945196242574 -141997.50068147079 11269.382575277614 -30659.1387100924
leaf_weight=4303792 77 20 12384 23 28 29 48 30 61 31 84 40 56 26 78 63 30 37 297 55 38 30 34 20 23 75 21 23 221 390
leaf_count=4303792 77 20 12384 23 28 29 48 30 61 31 84 40 56 26 78 63 30 37 297 55 38 30 34 20 23 75 21 23 221 390
internal_value=0 1180.98 1373.38 64160.1 6132.57 1059.98 -11292.7 1849 19053.7 16084.9 12576 7102.51 19925.1 -21077.9 -4480.11 13745.7 60669.7 4817.63 11454.4 48418.8 -17387.4 -11473.1 -63287.2 -100255 -23272.3 -53809.1 -16045.9 -78126.5 -11777.9 -23934.1
internal_weight=0 14372 14295 71 48 14224 854 13370 986 956 925 841 578 263 202 538 86 452 415 118 806 714 92 58 176 98 684 44 640 419
internal_count=4318164 14372 14295 71 48 14224 854 13370 986 956 925 841 578 263 202 538 86 452 415 118 806 714 92 58 176 98 684 44 640 419
is_linear=0
shrinkage=0.1


Tree=1829
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 0 0 0 1 5 2 0 3 1 1 1 0 1 0 0 5 0 1 0 0 1 5 0 0
split_gain=1.97831e+12 1.33703e+13 2.08074e+13 2.35339e+13 2.48209e+13 2.43929e+13 8.37615e+13 6.03824e+13 5.12492e+13 3.04194e+13 4.8252e+13 5.51668e+13 2.71853e+13 2.56936e+13 2.51363e+13 4.84154e+13 6.47554e+13 7.82312e+13 6.9878e+13 8.2868e+13 1.02751e+14 8.18134e+13 6.05476e+13 4.66389e+13 2.23652e+13 6.71084e+13 4.50013e+13 5.86072e+13 3.5735e+13 2.78641e+13
threshold=54.035000000000004 50.005000000000003 30.102666750000001 30.259484550000003 5.5000000000000009 40.247294600000011 43.592450450000008 55.91302515000001 47.425481600000005 39.739656000000004 51.815000000000005 2.5000000000000004 57.692655200000004 3.5000000000000004 37.971176850000006 37.597123000000003 37.620907050000007 55.701368300000006 37.66934650000001 55.708120100000009 55.777112100000004 52.405000000000008 55.762622900000004 38.422276900000007 59.939091550000008 60.042666650000008 37.275078000000001 53.385000000000012 59.932719750000011 56.895161300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 9 8 -8 10 11 -5 -9 -14 15 -10 17 -17 19 -18 21 -21 -19 -16 26 -26 27 -6 -29 -28
right_child=-2 2 3 4 24 -7 7 12 14 -11 -12 -13 13 -15 23 16 18 22 -20 20 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=20.296303693565473 83.746696187110075 -9406.8404888759087 5748.8532810808019 255070.78500000003 1011.3751203534484 -713.6023796711072 3245.1655868036873 15580.047801067843 -6279.7477558883111 20733.095091842959 41215.9750375273 50695.723828125003 -13409.905080936733 7408.4649582826787 16627.034145457412 -13155.949609375 -59540.816787790696 -222862.45183888564 -33516.722092271892 75152.869687500002 -53039.105916341156 336488.68858695659 -25515.768465909092 -8856.3465939395737 -13198.018717818122 3250.6791935200667 -1197.8251209684458 13783.53013340375 54410.96444733184 -6032.2378152727324
leaf_weight=2353354 1706195 2739 5631 25 10666 39545 11025 3778 2477 551 229 28 712 3542 993 62 43 53 736 25 24 23 22 2595 5644 4425 147193 2620 236 12973
leaf_count=2353354 1706195 2739 5631 25 10666 39545 11025 3778 2477 551 229 28 712 3542 993 62 43 53 736 25 24 23 22 2595 5644 4425 147193 2620 236 12973
internal_value=0 -54.7052 -737.206 -644.403 -788.264 867.418 3187.93 2192.02 -1013.43 34404.1 61116 147099 9406.67 3924.06 -7670.31 -13745.2 -32461.7 -96268.1 -22189.7 50303.2 115904 200376 -164974 -1803.67 -1387.33 -5969.35 -1121.7 4418.07 17140.7 -1589.4
internal_weight=0 2.61197e+06 258615 255876 250245 66488 26943 26110 18078 833 282 53 8032 4254 7053 3465 988 137 851 115 72 48 75 3588 183757 10069 173688 13522 2856 160166
internal_count=4318164 2611969 258615 255876 250245 66488 26943 26110 18078 833 282 53 8032 4254 7053 3465 988 137 851 115 72 48 75 3588 183757 10069 173688 13522 2856 160166
is_linear=0
shrinkage=0.1


Tree=1830
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 5 0 0 0 5 1 0 0 5 5 0 6 5 2 2 3 5 0 5 6 0 0 5 5 3
split_gain=2.06874e+12 1.84372e+13 5.28969e+13 4.05364e+13 4.26094e+13 3.07507e+13 2.54873e+13 3.01144e+13 2.28747e+13 1.96795e+13 1.78792e+13 2.02866e+13 4.23933e+13 3.06119e+13 2.04511e+13 2.0332e+13 1.61695e+13 1.60337e+13 1.80899e+13 2.46526e+13 5.40622e+13 9.56968e+13 9.36761e+13 4.29036e+13 2.42114e+13 1.98096e+13 6.11473e+13 3.28451e+13 2.80987e+13 9.33922e+13
threshold=41.950906500000009 41.900971000000006 44.893607100000004 8.5000000000000018 67.990000000000023 123.15000000000002 45.254062050000009 45.073740550000004 45.03656895000001 95.020000000000024 42.09605220000001 50.973130900000008 45.067452850000002 94.040000000000006 49.995000000000012 52.485928400000006 1.5000000000000002 54.990000000000002 6.5000000000000009 10.500000000000002 15.500000000000002 79.730000000000018 45.03656895000001 84.030000000000015 1.5000000000000002 44.580511600000001 45.029420750000007 132.05000000000004 123.15000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 6 -5 -6 7 -4 -7 -3 11 12 17 14 -14 -13 -17 -2 25 20 -20 -22 23 -23 -21 27 -27 -19 -28 -30
right_child=10 2 3 4 5 8 -8 -9 -10 -11 -12 15 13 -15 -16 16 -18 18 19 24 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-44.584350981291124 1390.377082705053 -19396.888408549505 6962.5987943245773 -882.96306713002457 -12889.178444453759 -32568.572250600962 -40377.765984301303 45814.674708406696 -139014.26183712122 -90493.638764648451 43.355141477951705 31997.278159505888 -944.45724424025957 -107664.1154296875 -21321.75250684248 28094.299902141982 -18395.501582678971 24744.198119773584 3348.8349293905494 -3259.0555545006268 9626.9716403825914 -254237.85986842104 -4853.7449218749998 -106743.13988185977 35675.22881762308 -28845.603418090213 9975.6744239446816 -58600.775837053574 -28842.272164676968 106834.17439916579
leaf_weight=2076703 6644 1459 3148 8881 2959 52 106 213 33 40 2209012 479 1231 32 821 121 196 1350 897 324 141 38 52 41 315 402 2218 49 89 118
leaf_count=2076703 6644 1459 3148 8881 2959 52 106 213 33 40 2209012 479 1231 32 821 121 196 1350 897 324 141 38 52 41 315 402 2218 49 89 118
internal_value=0 -71.3478 -3361.84 -1615.45 -4382.53 -14592.7 7902.15 9424.81 -73894.5 -21294.1 67.147 3445.25 2606.73 -10610.9 -9097.36 18995.7 -650.183 4779.43 8511.1 140.027 -8493.24 -47546 -109083 -177690 15933.9 12092.5 7276.12 21825 13264.1 48499.9
internal_weight=0 2.09359e+06 16891 15392 11925 3044 3467 3361 85 1499 2.22457e+06 15558 14762 2084 2052 796 317 12678 6034 1808 1169 272 131 79 639 4226 2827 1399 2425 207
internal_count=4318164 2093594 16891 15392 11925 3044 3467 3361 85 1499 2224570 15558 14762 2084 2052 796 317 12678 6034 1808 1169 272 131 79 639 4226 2827 1399 2425 207
is_linear=0
shrinkage=0.1


Tree=1831
num_leaves=31
num_cat=0
split_feature=2 3 4 0 1 2 5 4 1 5 0 0 5 5 5 5 5 0 0 5 1 0 5 5 5 0 5 5 4 1
split_gain=2.09839e+12 1.60929e+13 3.11023e+13 2.98737e+13 3.0602e+13 2.50446e+13 2.2754e+13 2.76716e+13 3.56242e+13 3.53418e+13 2.14756e+13 5.94441e+13 2.16392e+13 2.14703e+13 2.0165e+13 1.9603e+13 2.15755e+13 1.83541e+13 2.57177e+13 2.39946e+13 3.02983e+13 3.31776e+13 3.71197e+13 3.20926e+13 5.42891e+13 2.93373e+13 2.50316e+13 2.20417e+13 2.10162e+13 3.49775e+13
threshold=5.5000000000000009 6.5000000000000009 4.5000000000000009 55.141517900000004 39.726951800000002 10.500000000000002 39.805000000000007 1.0000000180025095e-35 61.284352600000013 96.015000000000015 43.642715500000008 43.514103700000014 47.815000000000005 101.05000000000001 90.015000000000015 137.05000000000004 150.04500000000004 44.226894250000008 44.580511600000001 90.015000000000015 20.507360500000004 46.672631750000008 112.04500000000002 132.05000000000004 137.05000000000004 45.055827000000008 161.85000000000002 132.05000000000004 2.5000000000000004 37.752451500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -8 10 14 11 -9 -13 -11 -10 -15 -17 -12 -19 28 -21 22 25 -23 -25 -22 27 -24 -20 -30
right_child=1 -3 3 -5 -6 -7 7 8 9 13 17 12 -14 15 -16 16 -18 18 19 20 21 23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-60.011046965336085 2403.6367363556415 105.98989060199035 188945.05459408968 11016.502023507885 33270.793610491077 87295.075339355477 -59450.802396030624 -8055.9096054335769 4602.8214847502404 121659.47820083157 22402.67799323587 -18794.475652270048 -93967.0660679914 6902.290283203125 -71522.661051432297 126204.43868243243 4462.7508138020839 -47656.629412994385 -7791.7795056416599 82408.285763888896 -6907.4378581270257 -44362.15000327157 -19624.912171052634 113076.65656672297 -33411.734440917971 99394.628182246772 57653.426562500004 -139115.49092548079 27438.297810363772 -7181.472020459948
leaf_weight=2480138 3727 1824984 23 111 28 30 99 531 1041 33 204 53 138 104 36 37 24 160 4527 27 47 597 38 37 80 58 21 26 496 709
leaf_count=2480138 3727 1824984 23 111 28 30 99 531 1041 33 204 53 138 104 36 37 24 160 4527 27 47 597 38 37 80 58 21 26 496 709
internal_value=0 80.9758 -3419.27 40124.4 103477 -3966.95 -4180.01 -6869.62 -6292.76 9196.86 -8841.38 -25264.9 -73107.7 48026.6 2058.24 33300.1 78306.1 -7153.93 -8037.64 -7086.26 -21976.4 -25094.1 12043.2 -34976.6 12913.7 51811.8 -37082.7 -68168 -4667.77 7068.66
internal_weight=0 1.83803e+06 13042 162 51 12880 12850 9123 9024 1275 7749 722 191 198 1077 165 61 7027 6823 6663 931 904 190 714 117 105 85 64 5732 1205
internal_count=4318164 1838026 13042 162 51 12880 12850 9123 9024 1275 7749 722 191 198 1077 165 61 7027 6823 6663 931 904 190 714 117 105 85 64 5732 1205
is_linear=0
shrinkage=0.1


Tree=1832
num_leaves=31
num_cat=0
split_feature=1 1 0 5 5 0 5 0 3 5 0 5 6 5 1 5 0 3 0 2 3 2 0 3 0 5 5 2 0 1
split_gain=1.88403e+12 1.66108e+13 1.2557e+14 6.70811e+13 3.59314e+13 3.27467e+13 3.98667e+13 3.89208e+13 2.89453e+13 2.73826e+13 3.95613e+13 3.86931e+13 2.68031e+13 2.50974e+13 2.49353e+13 4.74798e+13 4.4917e+13 1.12496e+14 3.81296e+13 3.72571e+13 3.58731e+13 2.59493e+13 9.30411e+13 4.95359e+13 3.74319e+13 5.00466e+13 3.53584e+13 3.5177e+13 3.29135e+13 5.06903e+13
threshold=39.694727950000008 39.488326500000007 47.297889100000013 54.710000000000008 107.05000000000001 52.485928400000006 89.00500000000001 55.601678500000013 24.500000000000004 55.005000000000003 43.642715500000008 55.405000000000008 1.5000000000000002 51.405000000000008 39.614024000000008 61.845000000000006 47.208883950000008 9.5000000000000018 44.226894250000008 2.5000000000000004 9.5000000000000018 2.5000000000000004 46.672631750000008 1.5000000000000002 45.133160800000006 97.050000000000011 60.610000000000007 11.500000000000002 46.672631750000008 39.666208800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 12 -7 9 10 -3 -11 -5 -10 15 18 17 -17 19 -13 -18 22 23 -16 25 27 -25 -23 29 -26
right_child=-2 2 3 5 -6 7 -8 -9 13 11 -12 14 -14 -15 21 16 20 -19 -20 -21 -22 24 -24 26 28 -27 -28 -29 -30 -31
leaf_value=-19.041819925220352 56.12201303482373 48956.681312308283 -5605.7897201356654 -10527.987270577802 -27969.785327478359 -1926.2229216449898 -100864.71805388622 -31416.456958557916 -2737.7944878103176 111554.62256433825 -427.62768864893337 17936.994221443965 -35988.884299963211 -19243.229530265729 -50772.119458007815 -73795.950231221126 47779.325095583365 125031.6645263672 6074.8482134156975 188365.96521739132 -13337.465221845476 -23572.706350875687 8490.1691918494907 25882.044834807981 111087.57971693066 -165327.24087727864 103754.03656908931 112643.68929687502 4992.2074938395872 -12977.943050130209
leaf_weight=1744850 2507788 163 7401 605 444 1244 78 699 4176 34 33711 29 1306 1182 32 257 106 32 1367 23 1022 364 2114 83 73 24 196 20 8681 60
leaf_count=1744850 2507788 163 7401 605 444 1244 78 699 4176 34 33711 29 1306 1182 32 257 106 32 1367 23 1022 364 2114 83 73 24 196 20 8681 60
internal_value=0 -77.7419 -1640.83 -11213.5 361.046 -21768.7 -30788.5 -12535.4 595.076 1367.26 -189.993 5000.97 -27928.3 -6378.97 4750.83 -3657.94 -16606.1 -51780.4 9271.96 93319 -7594.22 6798.33 16003.1 67071.7 4377.86 -25233.9 80587.8 -16478.1 5748.59 55118.2
internal_weight=0 1.81038e+06 65526 11333 54193 3932 1989 1943 53749 48391 33874 14517 1911 5358 14483 2836 1417 289 1419 52 1128 11647 2425 311 9222 408 279 384 8814 133
internal_count=4318164 1810376 65526 11333 54193 3932 1989 1943 53749 48391 33874 14517 1911 5358 14483 2836 1417 289 1419 52 1128 11647 2425 311 9222 408 279 384 8814 133
is_linear=0
shrinkage=0.1


Tree=1833
num_leaves=31
num_cat=0
split_feature=3 4 5 3 0 5 2 5 0 1 1 3 0 1 0 5 0 1 3 5 1 4 1 1 6 0 0 0 0 0
split_gain=1.86816e+12 1.80355e+13 4.71506e+13 5.03199e+13 4.56298e+13 1.44656e+14 6.69423e+13 4.42864e+13 4.14866e+13 8.8722e+13 5.11949e+13 4.39902e+13 4.02547e+13 3.61915e+13 5.81169e+13 4.11275e+13 3.54071e+13 3.5178e+13 7.09591e+13 5.52362e+13 4.947e+13 4.02444e+13 4.81475e+13 5.67748e+13 1.03816e+14 4.42573e+13 5.92442e+13 6.21705e+13 4.75116e+13 5.68287e+13
threshold=22.500000000000004 2.5000000000000004 63.005000000000003 23.500000000000004 44.678200800000006 64.805000000000021 8.5000000000000018 73.405000000000015 56.028355650000009 37.503486000000002 37.597123000000003 25.500000000000004 60.052595500000002 37.362912300000012 55.87722990000001 65.905000000000015 43.592450450000008 30.323743050000001 26.500000000000004 70.00500000000001 30.226173900000003 1.5000000000000002 30.370618100000005 30.451272450000005 1.5000000000000002 56.802385350000009 47.228519500000004 45.040161900000008 51.717367500000009 51.67657710000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 13 -11 16 -10 -3 15 -15 -12 18 20 -20 -5 -19 -23 24 -24 26 27 -25 29 -28
right_child=1 7 3 17 -6 6 -8 -9 12 10 11 -13 -14 14 -16 -17 -18 21 19 -21 -22 22 23 25 -26 -27 28 -29 -30 -31
leaf_value=-20.078215067482063 390.93018488306166 17255.38900206309 -193452.16230053193 16549.11185640256 7391.8699095040929 126173.6779244088 -47165.556956263958 367.72445872352847 -4162.880360028078 -23373.591007724506 -120189.15601562499 -4836.8377243545374 37552.80363948171 71320.660693536294 164390.82667968751 22706.629734824925 13103.044895978119 9732.3875410285364 -57028.039397321438 -258942.85734374999 -21167.552640573995 11454.331971198611 -93541.148141686906 -11474.559290797548 -4880.553902932872 4489.085879702815 -15071.825285126444 12325.965600180125 -7636.8337319326019 -64835.396428833985
leaf_weight=3950085 261075 857 47 434 5177 37 56 51203 3877 553 20 1940 246 276 40 471 5599 2080 42 20 1750 1762 206 1733 368 4261 860 2993 19783 313
leaf_count=3950085 261075 857 47 434 5177 37 56 51203 3877 553 20 1940 246 276 40 471 5599 2080 42 20 1750 1762 206 1733 368 4261 860 2993 19783 313
internal_value=0 215.472 -108.946 -3222 5868.46 -50465 21797.4 1725.84 6736.25 10290.5 5997.42 8146.14 -1673.9 31473.7 46956.7 40668.4 12628.6 -4542.41 -16667.4 -122162 -13672.6 -3749.82 -4618.59 -5546.62 -36699.5 -4949.42 -6515.4 3598.43 -8796.27 -28350.6
internal_weight=0 368079 302997 41922 5317 140 93 65082 13879 9756 8112 7559 4123 1644 787 747 5619 36605 2246 62 2184 34359 32279 30517 574 29943 25682 4726 20956 1173
internal_count=4318164 368079 302997 41922 5317 140 93 65082 13879 9756 8112 7559 4123 1644 787 747 5619 36605 2246 62 2184 34359 32279 30517 574 29943 25682 4726 20956 1173
is_linear=0
shrinkage=0.1


Tree=1834
num_leaves=31
num_cat=0
split_feature=5 3 4 3 2 0 0 6 0 0 0 2 1 1 0 0 4 1 0 2 3 1 4 2 1 0 0 1 1 0
split_gain=1.85831e+12 5.45764e+12 4.14822e+12 1.64583e+13 2.094e+13 1.44608e+13 3.59119e+13 1.92156e+13 1.32719e+13 1.25061e+13 2.17393e+13 4.76795e+13 4.97671e+13 2.84711e+13 2.61369e+13 2.0715e+13 1.75956e+13 2.32732e+13 1.55639e+13 2.22391e+13 2.84648e+13 2.4589e+13 1.82138e+13 1.76802e+13 3.67945e+13 1.64074e+13 1.51614e+13 2.8694e+13 2.45148e+13 1.32774e+13
threshold=225.45000000000002 34.500000000000007 3.5000000000000004 14.500000000000002 11.500000000000002 53.204054050000003 45.098908000000009 1.5000000000000002 45.040161900000008 55.91302515000001 55.046835900000012 2.5000000000000004 82.907204800000002 37.944765900000007 55.014170500000006 55.777112100000004 4.5000000000000009 61.310823700000007 55.993277250000013 2.5000000000000004 5.5000000000000009 65.551978750000004 4.5000000000000009 6.5000000000000009 39.826386800000009 57.117834900000013 56.838612000000005 30.578016350000002 65.480823400000006 45.040161900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5 -9 10 14 -12 13 -13 29 16 -15 -18 -11 26 22 23 -21 24 -22 -24 -20 -28 -29 -4
right_child=1 -3 9 5 -6 -7 -8 8 -10 18 11 12 -14 15 -16 -17 17 -19 19 20 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-2.0619610259315002 7773.4053736227115 52940.499937220979 -16355.103028681508 -84090.212500000009 108249.95014880953 -792.99096950954868 -166587.71203125 51372.726879222973 -49735.963671875004 -89116.303962053571 139468.40890625 -98052.126858836215 158844.10593750002 67347.488653273816 -88245.762890625003 84275.8203914388 -104610.98147982894 15763.442361111112 -110938.02493489583 -5296.0083147321429 38156.082109375006 82307.729501488095 153607.68579545454 -5437.8084607712772 -126020.99120639535 39910.612926432295 -128981.13374999999 62911.975218290441 -76614.489570312508 5394.4594962062765
leaf_weight=4313902 1687 21 365 29 21 216 20 37 20 28 35 29 20 21 34 30 29 36 30 35 20 21 22 94 43 30 20 34 20 1215
leaf_count=4313902 1687 21 365 29 21 216 20 37 20 28 35 29 20 21 34 30 29 36 30 35 20 21 22 94 43 30 20 34 20 1215
internal_value=0 2087.07 1835.26 5099.21 9008.77 -15638.5 -45889.6 -17820.3 15896 -1161.49 2356.89 33455.5 10967.9 -9428.79 -1496.72 12727 -12231.8 -37942.1 -17237.9 -11783.7 3595.68 -19317.3 50475 -32910.4 -73901.3 88013.2 -50971.6 -26660.9 11235.5 370.035
internal_weight=0 4262 4241 2030 1708 322 106 86 57 2211 1814 200 165 145 1614 116 86 65 397 369 265 178 87 157 63 52 104 74 54 1580
internal_count=4318164 4262 4241 2030 1708 322 106 86 57 2211 1814 200 165 145 1614 116 86 65 397 369 265 178 87 157 63 52 104 74 54 1580
is_linear=0
shrinkage=0.1


Tree=1835
num_leaves=31
num_cat=0
split_feature=2 1 3 0 5 1 1 1 1 6 1 0 3 0 5 0 5 0 5 5 5 3 6 1 0 6 5 0 1 1
split_gain=1.83001e+12 1.8534e+13 4.14021e+13 4.44029e+13 4.25279e+13 3.76127e+13 7.80907e+13 3.53985e+13 2.74639e+13 5.07237e+13 5.6346e+13 5.75175e+13 2.91333e+13 2.8014e+13 2.60067e+13 2.77906e+13 2.90125e+13 2.71154e+13 3.2917e+13 2.59943e+13 4.72589e+13 3.77307e+13 1.12123e+14 2.52527e+13 4.96739e+13 3.33608e+13 2.77711e+13 2.64966e+13 2.51953e+13 2.49716e+13
threshold=9.5000000000000018 82.957885500000017 22.500000000000004 54.940316550000006 161.85000000000002 82.966612450000014 82.963712850000022 82.964402850000013 82.966612450000014 1.5000000000000002 82.962740850000003 54.942865800000007 18.500000000000004 54.942865800000007 63.005000000000003 54.990279300000005 96.015000000000015 54.864040150000001 62.385000000000012 78.710000000000022 62.995000000000012 19.500000000000004 1.5000000000000002 83.001620750000015 55.030402950000003 1.5000000000000002 87.395000000000024 55.020029900000004 82.961358250000018 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 8 6 -4 -3 9 -5 11 28 -13 -10 17 16 -16 -7 -19 20 -15 23 -23 24 27 26 -25 -21 -11 -28
right_child=1 2 5 4 -6 14 -8 -9 13 10 -12 12 -14 19 15 -17 -18 18 -20 21 -22 22 -24 25 -26 -27 29 -29 -30 -31
leaf_value=32.567457551350415 49.146784821038878 44676.065605445052 8665.2231526536816 -3600.4441863184024 -84895.368464781757 -12931.090182217686 65574.684073464916 2882.2896857693022 49211.369539388019 59545.778004143649 -28937.034500680889 -7752.0144132854912 -69573.833594970711 -1214.1505385729567 12576.405402753997 -8989.7846540244991 113156.95276988635 6689.0464564064605 72500.559735820818 4994.4038167591098 -8749.4228924164963 5817.2473915018063 170690.91756338446 6002.2495732696743 43494.620912413666 -10068.642891224463 -38481.355487784691 -99234.315125000008 -26424.526293945313 53184.983565027571
leaf_weight=3453778 751711 206 1566 18723 63 726 285 12489 108 181 1824 1616 80 46556 219 2675 33 5855 77 1000 10135 186 53 4914 414 2354 236 25 42 34
leaf_count=3453778 751711 206 1566 18723 63 726 285 12489 108 181 1824 1616 80 46556 219 2675 33 5855 77 1000 10135 186 53 4914 414 2354 236 25 42 34
internal_value=0 -130.128 -1326.16 -1970.42 -2763.41 4377.25 17427.6 3560.47 -2704.93 -5724.98 -16352.2 -4390.41 -10668.1 -1677.16 1857.03 -5999.06 25747.7 5310.74 7543.31 -1760.55 -2561.28 3165.05 42379.2 2121.03 14260.1 -196.318 4286.6 2452.24 43354.1 -26938.2
internal_weight=0 864386 112675 101239 88544 11436 1851 12695 88481 22466 3743 1919 1696 66015 9585 2927 252 6658 5932 65907 56691 9216 239 8977 1439 7538 5184 1025 223 270
internal_count=4318164 864386 112675 101239 88544 11436 1851 12695 88481 22466 3743 1919 1696 66015 9585 2927 252 6658 5932 65907 56691 9216 239 8977 1439 7538 5184 1025 223 270
is_linear=0
shrinkage=0.1


Tree=1836
num_leaves=31
num_cat=0
split_feature=2 1 0 1 5 0 3 3 0 3 1 0 0 1 0 5 1 1 1 5 0 0 1 0 0 6 3 1 1 4
split_gain=1.93062e+12 1.48345e+13 2.97818e+13 3.71546e+13 6.18172e+13 4.32939e+13 6.19176e+13 3.38697e+13 5.70861e+13 8.3567e+13 1.25689e+14 1.64916e+14 2.8582e+14 1.17946e+14 1.05663e+14 7.07826e+13 6.62097e+13 1.20986e+14 1.09529e+14 1.42604e+14 5.35708e+13 6.41322e+13 1.62134e+14 1.23312e+14 1.3823e+14 2.43504e+14 1.09833e+14 9.98934e+13 9.79617e+13 1.16744e+14
threshold=5.5000000000000009 37.869926150000005 60.017447350000005 30.434657650000002 74.610000000000014 60.052595500000002 16.500000000000004 11.500000000000002 53.204054050000003 9.5000000000000018 37.342273500000012 55.751981950000008 55.619594000000006 37.66934650000001 59.834458500000004 44.905000000000008 37.516458750000005 37.436176200000013 37.620907050000007 54.710000000000008 59.982527000000012 59.950068600000009 30.346469350000003 59.932719750000011 59.904813200000007 1.5000000000000002 7.5000000000000009 30.410108300000001 30.243224600000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 -6 -7 8 -2 20 14 12 -12 -13 -11 -14 17 -17 19 -18 21 23 26 24 -10 -26 -23 -24 -28 -30
right_child=1 -3 3 4 5 6 -8 -9 9 10 11 13 15 -15 -16 16 18 -19 -20 -21 -22 22 27 -25 25 -27 28 -29 29 -31
leaf_value=-57.562133878151592 -2818.5939114239595 -111.51422477138604 -385.58804866723585 -4494.0516618227402 -52536.17794308169 -32347.850204026869 46650.998276154889 345.09688926645413 1133.3135351613889 -5138.7258816875401 7894.9430617689759 19797.952790957817 36358.35929984715 -21346.078787987073 10837.623990561688 63026.996377086471 268935.45453645836 -143388.27361979167 69309.189730060636 95778.158021334151 -15172.837812876205 -24025.796472077549 -79042.656456108671 -21971.608929928298 73929.364182795354 4557.4812220064878 -39271.140291583346 281.35282102548393 42251.021458468473 132058.27083650915
leaf_weight=2480138 17381 1273348 48089 10590 473 353 138 404306 50506 7326 2098 1571 690 1252 9518 531 75 30 402 130 1869 270 199 2190 729 1654 126 785 1233 164
leaf_count=2480138 17381 1273348 48089 10590 473 353 138 404306 50506 7326 2098 1571 690 1252 9518 531 75 30 402 130 1869 270 199 2190 729 1654 126 785 1233 164
internal_value=0 77.6714 504.285 -1608.99 -6700.93 -30944.6 -10144.5 753.856 2394.53 3481.65 8516.43 20014.4 33190.1 1550.58 3888.99 61752.7 76754.5 51988.7 99643.5 159128 1490.25 2028.54 16856.1 1280.96 2243.79 25779.5 34756.2 -15760.8 45177.2 52793.9
internal_weight=0 1.83803e+06 564678 59643 11554 964 491 505035 100729 83348 23623 6779 3956 2823 16844 1858 1168 561 607 205 59725 57856 2777 55079 52889 2383 1793 984 1523 1397
internal_count=4318164 1838026 564678 59643 11554 964 491 505035 100729 83348 23623 6779 3956 2823 16844 1858 1168 561 607 205 59725 57856 2777 55079 52889 2383 1793 984 1523 1397
is_linear=0
shrinkage=0.1


Tree=1837
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 0 0 3 3 5 3 6 5 3 5 3 3 0 5 3 0 4 1 6 6 3 3 2 3
split_gain=2.29235e+12 2.8145e+13 1.06319e+14 5.1912e+14 2.29673e+14 1.08194e+14 1.654e+14 1.16684e+14 1.56166e+14 1.6982e+14 1.22983e+14 8.75993e+13 1.03897e+14 8.56592e+13 7.49472e+13 7.22039e+13 9.36613e+13 7.20218e+13 1.17874e+14 8.22199e+13 7.47607e+13 7.10147e+13 7.07432e+13 7.01939e+13 9.31371e+13 6.99132e+13 1.15685e+14 7.99644e+13 2.0739e+14 8.20412e+13
threshold=30.425002000000003 30.451272450000005 59.950068600000009 59.939091550000008 68.52500000000002 20.500000000000004 59.916647550000008 59.882016200000002 7.5000000000000009 14.500000000000002 101.05000000000001 16.500000000000004 1.5000000000000002 96.015000000000015 11.500000000000002 56.005000000000003 22.500000000000004 16.500000000000004 59.990816400000007 88.015000000000015 17.500000000000004 59.904813200000007 1.5000000000000002 30.434657650000002 1.5000000000000002 1.5000000000000002 15.500000000000002 9.5000000000000018 5.5000000000000009 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 10 -9 21 -2 12 -5 -11 -14 -7 -17 18 19 -6 -19 -10 -23 24 -18 26 -8 28 -27 -29
right_child=1 -3 4 11 17 15 25 8 9 13 -12 -13 14 -15 -16 16 23 20 -20 -21 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-251.40878010628504 -4229.741028617841 -3.577814329743231 1291.5876653729365 93313.511897757999 -146519.07465315194 2930.3370032930306 -169013.42032264612 -33216.447968769848 51717.078804397584 28165.213215071151 132481.88685661764 46402.66656063043 110472.53305759805 -42568.48170689174 268917.62842881947 -84138.694117930252 -34702.35863337863 45005.77841730442 -30527.763623046878 -12407.843730137713 -34181.088395562758 55056.713676347805 150471.9864833013 -8063.1106554259432 -253776.26672453704 -5088.4514208984374 22953.555618919519 -66452.03334248552 239345.58439360122 -841.68151860858165
leaf_weight=334577 2035 3949501 19304 286 203 3405 77 369 512 2887 68 206 51 182 72 213 69 147 412 59 631 131 191 1472 27 200 53 329 42 453
leaf_count=334577 2035 3949501 19304 286 203 3405 77 369 512 2887 68 206 51 182 72 213 69 147 412 59 631 131 191 1472 27 200 53 329 42 453
internal_value=0 21.1155 2882.3 9851.36 -1593.39 5511.28 13167.1 19473.2 28965.4 34844.3 190.797 99581.8 126366 23970.5 203221 -5603.37 -21918.5 -39948.5 -63876.7 -116318 -19219 74858.2 111654 -13466.4 -96316.9 -21669.6 -90750 -12899.6 37334 -28445
internal_weight=0 3.98359e+06 34086 13330 20756 12715 7529 6375 4272 3903 2103 615 409 3069 123 5186 1781 1452 674 262 778 834 322 1568 96 1154 130 1024 242 782
internal_count=4318164 3983587 34086 13330 20756 12715 7529 6375 4272 3903 2103 615 409 3069 123 5186 1781 1452 674 262 778 834 322 1568 96 1154 130 1024 242 782
is_linear=0
shrinkage=0.1


Tree=1838
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 5 0 3 1 5 5 3 1 5 0 1 0 1 1 0 5 6 0 0 1 1 3 5 5
split_gain=2.29131e+12 1.35256e+13 4.52809e+13 8.57321e+13 1.26067e+14 1.26897e+14 8.17755e+13 6.48044e+13 1.41844e+14 1.20542e+14 7.20562e+13 6.3272e+13 6.25018e+13 6.06074e+13 6.48286e+13 5.73559e+13 5.98802e+13 5.5255e+13 5.34729e+13 5.2356e+13 4.94702e+13 4.31409e+13 4.18987e+13 4.14865e+13 4.07603e+13 1.05777e+14 9.71596e+13 5.85824e+13 4.37865e+13 4.31051e+13
threshold=39.694727950000008 56.121679000000007 55.86787755000001 91.910414550000013 52.307266200000008 56.054485600000007 71.715000000000018 55.842510000000011 14.500000000000002 47.554129950000011 105.35000000000001 61.405000000000008 6.5000000000000009 48.712293450000011 43.205000000000005 56.054485600000007 49.073956850000009 55.834684950000003 60.08989780000001 48.712293450000011 55.975961550000008 78.710000000000022 1.5000000000000002 55.860536450000005 55.826364100000013 48.712293450000011 49.073956850000009 10.500000000000002 52.020000000000003 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 6 -6 -4 17 9 -9 13 -10 18 23 -15 16 -8 24 -7 -19 -5 -16 -13 -11 -2 -26 27 29 -29 -27
right_child=1 -3 3 20 5 12 15 8 11 10 -12 22 -14 14 21 -17 -18 19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-85.734051985398366 -12.112183833744645 460.8091679737384 -1810.0146683145927 -16467.685264492091 -49646.254070561474 16650.499418975858 -71374.814768994271 -42645.149829887305 -5141.1424138634775 7320.8099264657212 -99546.382185182738 15346.941070614221 -22112.303059687343 8869.7700575114341 28833.813869151858 -11741.403419421633 -10953.285347078287 -53453.369739195361 -15414.362884758877 -7461.1101806608049 778.38226051285301 -17363.839867536601 -52630.590203653002 -14600.511237890745 -38695.972084917354 23524.368601836599 3054.1568477190126 39238.038745693899 107235.41207348148 -120851.31092354911
leaf_weight=1810376 1743702 634798 31157 1713 1111 1059 371 435 1140 5335 59 106 2725 4803 3647 2592 294 258 1022 6089 57297 214 627 1030 448 1355 3975 254 151 21
leaf_count=1810376 1743702 634798 31157 1713 1111 1059 371 435 1140 5335 59 106 2725 4803 3647 2592 294 258 1022 6089 57297 214 627 1030 448 1355 3975 254 151 21
internal_value=0 61.8915 -73.3105 -2150.9 -5704.35 -19187.7 -3386.08 43.0539 6116.53 9253.15 10749.4 -19879.1 -12146.6 11182.4 16625.4 -18463 -44662.1 -17.1049 903.124 -9330.66 277.747 26273.3 -42800.3 3773.45 16.6758 8107.85 11750.7 31160.4 64590.1 21321
internal_weight=0 2.50779e+06 1.87299e+06 99341 40331 5917 34414 1.77365e+06 17396 15523 15088 1873 4806 15029 8664 3257 665 1.75625e+06 2081 6347 59010 3861 733 6365 1.74991e+06 6204 5756 1781 405 1376
internal_count=4318164 2507788 1872990 99341 40331 5917 34414 1773649 17396 15523 15088 1873 4806 15029 8664 3257 665 1756253 2081 6347 59010 3861 733 6365 1749906 6204 5756 1781 405 1376
is_linear=0
shrinkage=0.1


Tree=1839
num_leaves=31
num_cat=0
split_feature=0 3 6 0 1 0 5 1 1 1 0 5 0 1 1 1 0 3 1 1 0 5 3 3 3 1 3 3 0 0
split_gain=2.13995e+12 1.68272e+13 2.56627e+13 3.91257e+13 4.70504e+13 1.14692e+14 6.88935e+13 7.00262e+13 9.87465e+13 6.37809e+13 1.06636e+14 1.11131e+14 4.91069e+13 4.69415e+13 5.35665e+13 5.19409e+13 5.09345e+13 4.35794e+13 5.90291e+13 8.22571e+13 6.7509e+13 6.70348e+13 7.2502e+13 2.05932e+14 6.04278e+13 5.28424e+13 4.17806e+13 3.99616e+13 4.23347e+13 3.82216e+13
threshold=54.762542150000009 19.500000000000004 1.5000000000000002 45.055827000000008 39.027779200000005 45.03656895000001 105.35000000000001 38.959914000000005 38.969379750000009 39.047276750000002 45.022371150000005 64.805000000000021 45.013473000000012 50.158868250000005 46.037218400000008 45.148007750000012 54.194619400000008 18.500000000000004 39.262370300000008 39.488326500000007 45.098908000000009 68.52500000000002 15.500000000000002 14.500000000000002 6.5000000000000009 39.718803500000007 17.500000000000004 8.5000000000000018 54.708501450000007 53.973051950000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 10 11 -6 -13 14 15 17 -16 18 20 26 21 24 23 -23 -5 -21 -20 28 -15 -29
right_child=-2 -3 -4 13 9 -7 7 8 -10 -11 -12 12 -14 27 16 -17 -18 -19 19 25 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-1567.6258752670344 -45.178490559341448 -1077.6186178734231 20.235428974629105 -13933.140864282637 34767.679005603677 -18649.731650108919 19170.971053996131 263590.17226562503 30417.77609747024 259.34725193755452 6818.239597474545 82641.569856770846 223564.91096813726 -6034.5804931302009 10158.14670028159 -9304.5283539943011 43043.493583613359 -4336.9560882946598 20724.284896724901 -1862.1051740258536 235.26021251284783 35621.964905509019 14913.819151231693 244634.51082175929 7769.567140884632 9961.1238075880156 -62540.208717021014 -1414.7532760518709 -37172.453068397925 8725.8556274560069
leaf_weight=15443 3058474 109035 972748 1426 338 4564 226 32 42 34876 1744 48 51 5406 4048 3358 533 6737 4992 6482 40939 371 1373 54 12789 9069 61 17727 475 4703
leaf_count=15443 3058474 109035 972748 1426 338 4564 226 32 42 34876 1744 48 51 5406 4048 3358 533 6737 4992 6482 40939 371 1373 54 12789 9069 61 17727 475 4703
internal_value=0 109.691 222.2 1326.49 -823.253 -4692.03 -645.606 46816.9 131249 1296.82 17886.8 62059.7 155238 2349.51 3442.82 2891.87 13984.4 3377.74 4047.89 8634.63 2388.51 7893.53 26086 62178.9 5592.43 5032.94 19719.1 -1212.3 -8549.54 711.474
internal_weight=0 1.25969e+06 1.15066e+06 177907 57364 20307 15743 300 74 37057 2181 437 99 120543 92232 87651 4581 84293 77556 20604 56952 16013 1798 425 14215 15551 5053 28311 5881 22430
internal_count=4318164 1259690 1150655 177907 57364 20307 15743 300 74 37057 2181 437 99 120543 92232 87651 4581 84293 77556 20604 56952 16013 1798 425 14215 15551 5053 28311 5881 22430
is_linear=0
shrinkage=0.1


Tree=1840
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 1 1 0 0 2 6 3 4 1 2 3 0 2 5 0 0 1 5 5 3 2 0 5 1 6
split_gain=2.23456e+12 1.28335e+13 3.65124e+13 7.85563e+13 3.86802e+13 3.38102e+13 3.28064e+13 3.3097e+13 2.95596e+13 2.92696e+13 5.55795e+13 5.19303e+13 5.7279e+13 6.85986e+13 5.68206e+13 4.73289e+13 5.90074e+13 5.13263e+13 4.27212e+13 3.71539e+13 3.79494e+13 3.24329e+13 4.60772e+13 3.09941e+13 3.99257e+13 2.76698e+13 6.43595e+13 5.40069e+13 5.83538e+13 3.82065e+13
threshold=10.500000000000002 72.010000000000005 69.610000000000014 30.332994000000003 30.362552800000003 82.907204800000002 38.058342000000003 44.580511600000001 59.990816400000007 7.5000000000000009 1.5000000000000002 7.5000000000000009 2.5000000000000004 30.278357500000002 3.5000000000000004 8.5000000000000018 54.725565150000001 4.5000000000000009 71.715000000000018 59.932719750000011 60.003414000000006 30.243224600000001 70.00500000000001 71.715000000000018 8.5000000000000018 1.5000000000000002 59.846652800000008 94.040000000000006 50.388877400000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 8 6 7 -6 -5 11 -11 -4 13 15 -15 -13 17 -17 -16 -18 21 -21 -23 24 -14 26 -3 28 29 -28
right_child=-2 25 3 4 5 -7 -8 -9 -10 10 -12 12 23 14 18 16 19 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=33.438461649402186 -92.396462660764215 -534.73822243743905 2657.5862591265313 -46919.842431217883 86189.90193576389 2617.4837490530695 -6141.0436566331919 220.4507679814015 55571.77006678428 39091.05894796081 -46828.81103280875 -5542.9881903029582 126563.21814575196 27056.191053025268 101165.11181416985 29666.645465959824 -19403.654726562501 154816.14327531646 237248.61141183038 196084.99434523811 -40976.253981854839 172227.93106249999 11409.131445312501 -32170.378622454169 8359.5153579997659 1021.7817537265882 16694.75616520473 4400.3559165904635 12227.379595707913 -33001.601589453552
leaf_weight=2309749 1629650 43871 1444 305 45 7784 31031 9228 31 118 208 262 32 94 131 56 120 79 28 21 31 25 62 173 267 279720 168 1069 408 1954
leaf_count=2309749 1629650 43871 1444 305 45 7784 31031 9228 31 118 208 262 32 94 131 56 120 79 28 21 31 25 62 173 267 279720 168 1069 408 1954
internal_value=0 56.0064 -25.3213 -2656.83 -3652.39 -3416.14 -4581.43 637.643 -37463.8 12642.7 -15729 15916.7 29780.7 44456.1 88691.2 27395.9 49299.4 102902 125130 21359.6 56551 84544.9 57621.4 1518.09 21010.1 642.946 -1589.37 -14445 -22407.8 -29067.1
internal_weight=0 2.68851e+06 2.36132e+06 51575 48424 48088 40304 9273 336 3151 326 2825 1381 909 253 656 394 135 159 259 139 108 87 472 299 327190 47470 3599 2530 2122
internal_count=4318164 2688514 2361324 51575 48424 48088 40304 9273 336 3151 326 2825 1381 909 253 656 394 135 159 259 139 108 87 472 299 327190 47470 3599 2530 2122
is_linear=0
shrinkage=0.1


Tree=1841
num_leaves=31
num_cat=0
split_feature=5 6 5 4 1 0 2 3 0 1 1 0 1 5 5 5 3 1 3 0 0 3 0 3 1 0 2 1 0 0
split_gain=2.22564e+12 1.6728e+13 2.29856e+13 4.56677e+13 4.02997e+13 3.53411e+13 5.32822e+13 4.64249e+13 4.6255e+13 3.41865e+13 3.34538e+13 8.05761e+13 3.33711e+13 2.92517e+13 6.3916e+13 3.74008e+13 2.89684e+13 2.80805e+13 2.73111e+13 4.99863e+13 4.81925e+13 4.15225e+13 4.62249e+13 3.98195e+13 3.42039e+13 4.48636e+13 3.36862e+13 5.38473e+13 4.09788e+13 3.65085e+13
threshold=89.00500000000001 1.5000000000000002 105.35000000000001 3.5000000000000004 30.323743050000001 60.017447350000005 13.500000000000002 11.500000000000002 59.846652800000008 37.692869000000009 37.66934650000001 55.87722990000001 82.945329900000004 101.05000000000001 97.050000000000011 91.050000000000011 22.500000000000004 30.259484550000003 21.500000000000004 55.551692500000009 55.68356880000001 12.500000000000002 59.990816400000007 13.500000000000002 38.959914000000005 55.061033200000004 9.5000000000000018 30.315880100000005 59.950068600000009 53.242949050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 5 6 7 8 -5 10 -6 -12 -4 14 15 -9 -14 -10 21 24 -21 26 -23 -24 -20 -26 29 -28 -29 -2
right_child=1 -3 12 4 9 -7 -8 13 17 -11 11 -13 16 -15 -16 -17 -18 -19 19 20 -22 22 23 -25 25 -27 27 28 -30 -31
leaf_value=16.661167204666324 6260.6827616199444 181.95038599582654 2308.1680658856067 -25339.735425646551 -6413.1157900148 -21709.540573120117 142133.96953125001 -50446.057642886517 209957.20696875002 10266.213176822452 44427.273410373266 -149441.93595224057 -21996.452789309693 98501.656349690762 -132310.24721283786 81168.882129882812 18695.444968975713 82495.086230468762 -33364.719387875397 30773.079163451035 2192.1834582414704 -10032.916326404886 -187468.20435267859 -42613.223702460738 -9490.5021649733008 35212.519950655806 83542.048241299723 12587.458816172084 -123846.07683423914 -6879.988083079711
leaf_weight=4097479 2802 167384 16295 29 805 80 55 38 25 2253 36 53 1001 24 37 50 212 56 526 658 5706 10266 21 197 2569 246 110 514 23 8614
leaf_count=4097479 2802 167384 16295 29 805 80 55 38 25 2253 36 53 1001 24 37 50 212 56 526 658 5706 10266 21 197 2569 246 110 514 23 8614
internal_value=0 -309.349 -1852.2 -3304.58 7475.47 37625.5 52742.8 33760.1 83034.6 3700.72 -12845.2 -71022.9 1117.01 -2617.08 -22031.9 24335.2 -14884.6 121835 -4488.14 -52.6922 5147.28 -6397.31 -11000.5 -56567.1 -9957.7 -5583.95 -2396.64 19800.8 6743.94 -3654.68
internal_weight=0 220685 53301 35793 3541 394 314 259 110 3147 894 89 17508 149 125 88 1213 81 32252 9705 6364 22547 10484 218 3341 2815 12063 647 537 11416
internal_count=4318164 220685 53301 35793 3541 394 314 259 110 3147 894 89 17508 149 125 88 1213 81 32252 9705 6364 22547 10484 218 3341 2815 12063 647 537 11416
is_linear=0
shrinkage=0.1


Tree=1842
num_leaves=31
num_cat=0
split_feature=5 5 1 4 4 3 1 0 3 0 0 0 0 0 2 2 1 0 0 2 2 0 3 5 0 1 4 3 0 2
split_gain=2.26687e+12 1.51943e+13 2.01273e+13 1.89374e+13 1.75725e+13 1.53288e+13 1.35694e+13 1.38956e+13 1.75562e+13 1.36374e+13 1.14359e+13 1.57923e+13 1.39589e+13 5.55164e+13 1.92748e+13 2.86785e+13 2.55055e+13 1.38025e+13 1.69966e+13 1.99544e+13 3.93894e+13 1.51439e+13 1.13146e+13 1.0736e+13 6.97358e+13 7.17739e+13 7.79492e+13 6.65104e+13 5.72988e+13 5.90316e+13
threshold=103.45000000000002 104.75000000000001 82.888608650000023 3.5000000000000004 1.5000000000000002 19.500000000000004 61.310823700000007 54.99493995000001 9.5000000000000018 55.212972300000011 42.966471700000007 43.465905150000005 45.047272400000004 45.040161900000008 13.500000000000002 10.500000000000002 39.007683500000006 45.254062050000009 45.063245200000004 13.500000000000002 11.500000000000002 47.208883950000008 7.5000000000000009 105.35000000000001 59.939091550000008 37.275078000000001 2.5000000000000004 16.500000000000004 59.990816400000007 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 10 -8 -9 -10 -2 22 13 14 15 -13 -16 18 19 20 -14 -19 -12 24 25 26 -3 -27 -26 -30
right_child=1 23 3 -5 5 -7 7 8 9 -11 11 12 17 -15 16 -17 -18 21 -20 -21 -22 -23 -24 -25 28 27 -28 -29 29 -31
leaf_value=11.310622402174094 42719.077814797798 -93529.135351562509 48937.560156250001 14389.125391267477 -30124.927427560382 23555.503248355264 92059.765523097827 -19623.590873893805 4802.0464249758379 59498.120044513082 -16056.197384510871 1428.8970000562051 -7138.4099990472569 139916.33522949219 147268.06210937499 -117176.63320312501 1478.4089615885418 74910.007291666669 -46820.801467395504 -57017.615625000006 149380.92250000002 -4855.3658803819371 -117581.08701636906 -427.88263273513599 -96863.477946524799 -4951.5098693982973 51317.601000321782 24136.635460891583 -35405.538760152675 100083.88708007813
leaf_weight=4215436 51 40 32 152 797 57 23 113 97 86 23 278 82 32 20 22 30 24 177 44 20 2882 21 92777 116 2932 522 1074 164 40
leaf_count=4215436 51 40 32 152 797 57 23 113 97 86 23 278 82 32 20 22 30 24 177 44 20 2882 21 92777 116 2932 522 1074 164 40
internal_value=0 -464.131 -5805.6 -18221.3 -23815.9 -26542 -2603.73 17186.7 11368.8 30506.2 -4307.22 -4963.4 -4237.81 13838.7 2311.6 -7268.84 59794.3 -6376.31 -25987 -729.495 23551.7 -4196.6 -64511.3 -187.226 4380.57 7541.93 41008.2 2846.96 -40747.9 -8838.98
internal_weight=0 102728 5063 1038 886 854 4025 319 296 183 3706 3655 3611 382 350 300 50 3229 323 146 102 2906 44 97665 4888 4568 562 4006 320 204
internal_count=4318164 102728 5063 1038 886 854 4025 319 296 183 3706 3655 3611 382 350 300 50 3229 323 146 102 2906 44 97665 4888 4568 562 4006 320 204
is_linear=0
shrinkage=0.1


Tree=1843
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 5 1 4 3 5 5 5 5 6 6 1 5 3 1 0 1 3 1 3 3 6 1 1 1 1
split_gain=2.04567e+12 1.754e+13 2.9319e+13 3.00309e+13 2.45466e+13 3.51795e+13 4.94657e+13 2.73386e+13 3.74366e+13 4.43251e+13 4.86095e+13 2.15335e+13 6.37998e+13 3.48888e+13 3.04458e+13 2.10078e+13 2.05545e+13 2.30262e+13 2.02964e+13 1.89843e+13 1.27892e+14 9.19731e+13 8.94989e+13 7.86781e+13 7.93427e+13 1.09e+14 7.80744e+13 7.45297e+13 6.5232e+13 5.56363e+13
threshold=50.973130900000008 51.636650050000007 37.869926150000005 80.815000000000012 51.67657710000001 68.52500000000002 39.262370300000008 3.5000000000000004 10.500000000000002 96.015000000000015 95.020000000000024 73.995000000000019 75.750000000000014 1.5000000000000002 1.5000000000000002 39.969502550000009 82.00500000000001 3.5000000000000004 39.110397700000007 53.145783300000012 39.143775600000005 24.500000000000004 41.950906500000009 21.500000000000004 9.5000000000000018 1.5000000000000002 39.262370300000008 39.188277450000008 39.262370300000008 93.043229050000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 15 7 8 9 10 16 14 13 -13 -10 18 -7 -18 -3 20 -6 22 23 24 25 26 -22 -23 -29 -24
right_child=1 4 -4 -5 19 6 -8 -9 11 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 21 27 29 -25 -26 -27 -28 28 -30 -31
leaf_value=139.77110103039669 -6615.585284429133 -23519.181172248209 -889.14001733740122 -33778.591612654731 -13162.78860636743 15271.76524922934 -45222.181861011406 -23348.339600077226 36654.101906548734 83247.720992617076 -119423.93761888587 -64714.787730951422 11422.986916360021 42217.516258445947 -13642.602341501337 -34677.15875289352 -30821.254494222005 75661.794344815353 2240.6238221007015 10.736034888024074 105748.62674518034 -35976.104725303652 -4927.3945543401314 55739.045598231722 1495.6735813596515 10340.177494487327 31351.582553245757 34929.548787082327 -26531.23961604746 739.55301532703584
leaf_weight=842766 5754 314 26319 438 8440 332 148 191 578 158 23 174 2367 37 152 162 24 132 11810 3323546 201 1280 28366 315 14086 4380 473 352 339 44507
leaf_count=842766 5754 314 26319 438 8440 332 148 191 578 158 23 174 2367 37 152 162 24 132 11810 3323546 201 1280 28366 315 14086 4380 473 352 339 44507
internal_value=0 -33.8938 -2345.74 -8537 -12.0631 3823.83 11590.4 13607.7 15382.6 36957 22644.1 11019.4 6726.1 -45963.6 26181.4 1095.48 29339.9 59279.8 1573.47 -30.6498 -1369.46 -313.926 142.377 6168.11 5352.29 16101.1 53538.2 -21688.6 4777.3 -1466.32
internal_weight=0 3.4754e+06 32511 6192 3.44289e+06 16602 4316 4168 3977 669 511 3308 2578 211 730 12286 488 156 12124 3.42628e+06 102739 94299 92328 19455 19140 5054 674 1971 691 72873
internal_count=4318164 3475398 32511 6192 3442887 16602 4316 4168 3977 669 511 3308 2578 211 730 12286 488 156 12124 3426285 102739 94299 92328 19455 19140 5054 674 1971 691 72873
is_linear=0
shrinkage=0.1


Tree=1844
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 4 5 5 5 3 5 5 0 1 0 5 5 3 1 3 3 0 3 3 0 5 5 5 0
split_gain=2.0591e+12 1.98689e+13 2.85327e+13 9.77977e+13 4.76173e+13 6.87688e+13 4.17382e+13 3.67265e+13 2.93864e+13 2.61262e+13 2.75172e+13 3.0136e+13 2.59924e+13 3.554e+13 3.08661e+13 2.67174e+13 2.2375e+13 2.09615e+13 1.96331e+13 1.94966e+13 4.40611e+13 3.17041e+13 1.87591e+13 1.73599e+13 9.2797e+13 7.56621e+13 5.58796e+13 5.068e+13 5.5039e+13 2.94175e+13
threshold=43.574807850000006 44.005491150000005 55.349623500000007 43.514103700000014 9.5000000000000018 177.02500000000003 2.5000000000000004 64.405000000000015 123.15000000000002 61.020000000000003 4.5000000000000009 100.05000000000001 46.010000000000012 56.281985950000006 43.808567100000012 56.501468900000013 40.905000000000008 39.355000000000011 8.5000000000000018 43.868031300000006 17.500000000000004 5.5000000000000009 56.338501050000012 21.500000000000004 24.500000000000004 56.301440000000007 72.010000000000005 77.715000000000018 56.005000000000003 56.338501050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -5 -6 17 -11 -12 13 -4 16 23 18 -2 -15 20 21 -16 -21 -14 26 27 29 28 -26 -25
right_child=1 -3 12 7 8 -7 -8 -9 -10 10 11 -13 15 14 19 -17 -18 -19 -20 22 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-69.564580503001451 -6290.85667048505 15.112999892268526 4645.5170900345483 -14929.136683847759 -8764.9042297577635 113854.15243283992 14028.329794180656 -46352.234196124104 -58007.312055587769 -47400.684194402827 -10239.595694282729 114463.94066406251 6017.6849479122575 12097.076122226235 -555.79518220801106 -44722.301898592654 -10582.66233230014 6167.2394749952609 46554.410698732958 -4246.7668543729978 38932.811591796875 -24201.798838693165 6387.31237996444 -23549.309191362787 126146.97014160157 1575.3350292433643 -88556.107449977528 139631.67571614584 -20154.230929904516 72416.12109375
leaf_weight=2143177 2070 2109068 12116 1534 2278 57 2775 491 128 219 624 20 23811 595 912 107 291 3886 229 8519 160 1499 2060 528 40 653 139 72 72 34
leaf_count=2143177 2070 2109068 12116 1534 2278 57 2775 491 128 219 624 20 23811 595 912 107 291 3886 229 8519 160 1499 2060 528 40 653 139 72 72 34
internal_value=0 68.5472 1778.17 -2213.5 1201.77 4339.57 3688.92 -22548.3 -11384.6 -518.721 -16779.8 -6366.82 2862.54 662.893 -2719.76 5142.11 13254.9 1837.44 21673.2 -4074.26 -11884.9 -15257.3 -2176.04 5352.59 -4944.24 17535.2 -31784.9 74175.3 32096.2 -17743.6
internal_weight=0 2.17499e+06 65919 14082 12057 9651 9594 2025 2406 6819 863 644 51837 26381 14265 25456 1115 5956 824 13150 2571 2411 10579 25349 1538 837 701 184 112 562
internal_count=4318164 2174987 65919 14082 12057 9651 9594 2025 2406 6819 863 644 51837 26381 14265 25456 1115 5956 824 13150 2571 2411 10579 25349 1538 837 701 184 112 562
is_linear=0
shrinkage=0.1


Tree=1845
num_leaves=31
num_cat=0
split_feature=0 1 3 2 5 5 5 5 0 0 5 5 6 0 1 1 1 1 3 1 1 1 5 1 0 5 3 1 1 0
split_gain=2.08966e+12 1.66063e+13 1.84659e+13 4.05867e+13 4.72944e+13 4.19296e+13 5.78747e+13 4.39399e+13 2.34406e+13 5.90222e+13 2.31166e+13 2.50171e+13 2.83799e+13 1.7367e+13 4.09551e+13 7.08643e+13 3.84219e+13 8.49381e+13 6.22721e+13 7.00078e+13 4.33266e+13 4.02697e+13 3.76068e+13 3.56529e+13 4.50662e+13 3.55863e+13 3.44265e+13 3.32597e+13 8.30886e+13 5.33957e+13
threshold=54.762542150000009 20.507360500000004 8.5000000000000018 5.5000000000000009 79.730000000000018 64.805000000000021 66.50500000000001 67.520000000000024 54.943649450000002 54.940316550000006 60.610000000000007 64.805000000000021 1.5000000000000002 54.947737500000009 37.998366300000008 38.151577750000008 50.888703650000004 43.574807850000006 11.500000000000002 38.422276900000007 43.048525950000005 39.080602550000002 84.030000000000015 83.140147550000009 54.934662400000008 77.00500000000001 4.5000000000000009 52.307266200000008 54.845880150000006 54.864040150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 10 -5 -7 -8 9 -2 -4 12 -12 14 -3 22 17 18 20 -20 21 25 -16 27 -25 -17 -24 -18 29 -29
right_child=1 13 3 5 -6 6 7 -9 -10 -11 11 -13 -14 -15 15 16 23 -19 19 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=108.39500661216981 -4101.273943547978 -7650.4468606788578 6546.7627678323779 25979.181149553573 162248.04637096776 -129773.23345588236 95555.418442234863 -46131.308269230773 -13532.424796683625 69715.60026707004 53985.557013627818 -23558.039306640625 164753.36010044644 22.13633757361923 12119.959335751686 -4040.9665504870159 9787.6055863756137 -45341.409018883336 29682.853124365869 220386.00200639205 54270.781568054765 -47752.675121167849 -22586.505931919644 -16319.331812625653 19435.352136180078 -63974.367342991514 91035.44130510604 -43605.522795079945 -708.59190216583318 -8921.3255526153316
leaf_weight=1259690 404 8524 169 210 31 51 33 65 546 148 133 32 28 2797710 2861 2597 2961 598 154 22 109 257 35 443 1726 103 112 701 236501 1210
leaf_count=1259690 404 8524 169 210 31 51 33 65 546 148 133 32 28 2797710 2861 2597 2961 598 154 22 109 257 35 443 1726 103 112 701 236501 1210
internal_value=0 -44.6445 9426.86 21499.2 43703.3 -2807.84 -43380.1 1579.53 1158.73 15690.2 33551.7 57198.5 73249.5 -50.3771 -833.925 -601.871 -787.378 -10712.3 -4324.81 53520.7 -7645.36 -9927.69 14654.5 -630.889 12132.8 -6327.31 63982.6 -745.584 -876.403 -21644.3
internal_weight=0 3.05847e+06 1850 752 393 359 149 98 1098 552 362 193 161 3.05662e+06 258914 250390 247382 3840 3242 176 3066 2957 3008 243542 2169 2700 147 241373 238412 1911
internal_count=4318164 3058474 1850 752 393 359 149 98 1098 552 362 193 161 3056624 258914 250390 247382 3840 3242 176 3066 2957 3008 243542 2169 2700 147 241373 238412 1911
is_linear=0
shrinkage=0.1


Tree=1846
num_leaves=31
num_cat=0
split_feature=5 5 1 1 4 4 1 0 2 3 0 0 0 5 1 1 1 0 2 0 3 2 0 3 3 5 5 2 0 3
split_gain=2.06984e+12 1.25829e+13 1.69959e+13 1.89448e+13 1.51736e+13 9.51862e+12 1.03773e+13 1.19634e+13 9.00195e+12 1.62525e+13 1.03452e+13 8.84355e+12 4.94201e+13 7.01023e+13 5.18199e+13 5.98043e+13 5.23539e+13 4.72619e+13 5.07145e+13 4.32371e+13 4.55152e+13 7.73874e+13 6.77981e+13 6.55668e+13 1.13043e+14 1.13278e+14 7.06053e+13 6.75236e+13 6.25054e+13 6.10495e+13
threshold=103.45000000000002 104.75000000000001 82.933113850000026 82.991167100000027 1.0000000180025095e-35 4.5000000000000009 39.021425200000003 59.916647550000008 7.5000000000000009 13.500000000000002 56.009576300000013 56.876792350000009 57.117834900000013 120.05000000000001 60.611165000000007 65.565203050000022 65.551978750000004 57.057093650000006 3.5000000000000004 56.831297550000009 6.5000000000000009 2.5000000000000004 56.852744000000008 13.500000000000002 11.500000000000002 112.04500000000002 150.04500000000004 4.5000000000000009 56.838612000000005 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7 9 10 -5 19 13 14 -13 16 -16 -15 -19 -3 21 -21 -23 24 25 28 27 -26 29 -22
right_child=1 11 3 8 5 6 -8 -9 -10 -11 -12 12 -14 17 15 -17 -18 18 -20 20 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=10.807915394196533 74500.159874999998 -81.647559408550492 -39054.891541719277 -20197.8519671875 -2811.9813110365731 -119463.34429347828 -9999.2422210693367 -16316.040056818183 -29629.855169878949 64494.673451791161 37167.384528459828 -42053.14814033336 -806.69263985974021 -12059.847725465126 20510.938759142289 -13693.236043633355 124841.218799497 -23153.134533797554 -107631.15540758357 49327.162593851215 286653.82688078703 -118298.86146713568 43840.104241071429 1358.9758004207076 57154.613265625005 -1801.1552556987933 -6639.449136513158 205293.61639160156 53912.682275390631 64946.375509510865
leaf_weight=4215436 25 74448 297 125 4309 23 88 22 91 41 42 221 19984 194 141 288 73 115 186 79 27 98 35 926 50 523 38 80 136 23
leaf_count=4215436 25 74448 297 125 4309 23 88 22 91 41 42 221 19984 194 141 288 73 115 186 79 27 98 35 926 50 523 38 80 136 23
internal_value=0 -443.502 -5304.35 -21166.2 -3188.02 -3625.25 -29974 -69035.8 -3397.11 8079.71 -5770.67 -191.514 -1998.61 -21554.6 -1703.94 16059.4 56100.2 -50548.7 -75355.5 309.566 14763.7 -29066.2 -75630.7 19917.3 39512.5 22036 113267 148317 89062.1 184668
internal_weight=0 102728 5063 596 4467 4442 133 45 299 208 167 97665 21202 1218 723 502 214 495 301 76463 2015 212 133 1803 877 709 168 130 186 50
internal_count=4318164 102728 5063 596 4467 4442 133 45 299 208 167 97665 21202 1218 723 502 214 495 301 76463 2015 212 133 1803 877 709 168 130 186 50
is_linear=0
shrinkage=0.1


Tree=1847
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 1 1 0 5 1 0 0 1 5 5 3 5 2 1 1 0 5 0 5 0 1 5 1 5 5
split_gain=1.96859e+12 7.64367e+12 1.59657e+13 1.40746e+13 1.04058e+13 9.57897e+12 1.38793e+13 1.57872e+13 1.2907e+13 1.47538e+13 8.6269e+12 1.20757e+13 2.42979e+13 1.5438e+13 2.22071e+13 1.35365e+13 3.8316e+13 1.10046e+13 1.08299e+13 1.92514e+13 1.81196e+13 2.19079e+13 1.70102e+13 2.33943e+13 2.21035e+13 2.50133e+13 1.80675e+13 1.6429e+13 2.4403e+13 2.98448e+13
threshold=2.5000000000000004 1.5000000000000002 93.00500000000001 38.610000000000007 37.098288800000006 30.410108300000001 37.275078000000001 45.022371150000005 41.995000000000012 30.259484550000003 45.03656895000001 45.022371150000005 39.071052600000009 125.85000000000001 61.405000000000008 1.5000000000000002 80.815000000000012 2.5000000000000004 82.968597500000016 60.479177250000006 54.864040150000001 88.015000000000015 56.143542450000005 114.05000000000001 57.581016350000006 30.410108300000001 101.05000000000001 28.619594500000002 91.050000000000011 58.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 -5 -10 11 -3 13 14 -13 16 -16 18 19 22 -21 -22 27 26 -25 -26 -24 28 29 -12
right_child=-2 10 -4 5 -6 6 -8 -9 9 -11 17 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=7761.2005017195079 -11.071035179519281 -285.40191968935613 35370.934011230471 6619.5606584821435 -823.32663401437912 102225.72061011905 -7377.5303685119761 10230.720279752995 -28762.107093178354 -128827.89400263247 5964.0082770270274 -7392.221612742982 22897.265823143116 69605.079066051141 -32535.38877373367 -47536.442269863932 105687.90555013021 59010.054131155302 -1521.7438893254448 -3052.2098792459774 6224.5688620309475 29952.31337866572 -1568.8773529411328 -70052.349691611846 -60035.348854608055 22699.750503540039 33298.907625 2003.3183608118979 -25448.971696428573 79802.474898726854
leaf_weight=1507 4205107 9553 120 42 22405 21 3534 167 41 23 111 1116 207 22 122 273 24 33 11837 2088 9361 406 16042 95 59 96 150 33424 70 108
leaf_count=1507 4205107 9553 120 42 22405 21 3534 167 41 23 111 1116 207 22 122 273 24 33 11837 2088 9361 406 16042 95 59 96 150 33424 70 108
internal_value=0 411.782 -1026.1 -1183.55 -282.306 -6813.27 -5969.08 20506.8 -36455.3 -64723.2 881.98 -1689.08 -9290.78 -13570.1 -14762.2 -34392 -9813.75 1275.82 1250.02 1779.12 5403.27 7210.9 922.484 -1714.57 -32071.5 -8792.96 -1245.87 2208.59 25948.9 42377.5
internal_weight=0 113057 27860 27740 23912 3828 3722 188 106 64 85197 11317 1764 1557 1535 419 146 73880 73847 62010 11855 9767 50155 16442 250 155 16192 33713 289 219
internal_count=4318164 113057 27860 27740 23912 3828 3722 188 106 64 85197 11317 1764 1557 1535 419 146 73880 73847 62010 11855 9767 50155 16442 250 155 16192 33713 289 219
is_linear=0
shrinkage=0.1


Tree=1848
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 1 0 0 3 3 5 3 5 1 5 0 3 0 0 0 0 1 6 4 5 1 1 1
split_gain=1.97391e+12 1.57756e+13 1.49281e+14 1.7573e+14 1.30213e+14 1.16666e+14 1.00603e+14 8.12894e+13 7.16746e+13 6.35457e+13 8.17619e+13 5.81243e+13 5.84382e+13 5.74185e+13 6.19633e+13 5.55728e+13 5.0366e+13 4.92553e+13 4.62845e+13 3.98752e+13 5.974e+13 1.03117e+14 1.1816e+14 7.33361e+13 6.36652e+13 5.33049e+13 6.96637e+13 5.7029e+13 5.0224e+13 5.01789e+13
threshold=61.880021000000006 57.550671000000001 55.110554300000004 54.484631300000011 57.057093650000006 60.479177250000006 59.76223980000001 61.42204370000001 57.814144100000007 57.945214300000011 10.500000000000002 5.5000000000000009 67.990000000000023 3.5000000000000004 65.905000000000015 61.42204370000001 80.815000000000012 56.663136550000011 3.5000000000000004 55.193434200000006 56.663136550000011 55.299834250000011 56.054485600000007 61.284352600000013 1.5000000000000002 1.5000000000000002 48.035000000000004 60.528664650000003 60.648383500000008 61.365473900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 6 8 16 13 -6 10 -10 -3 -13 -5 -15 -7 17 -4 -8 -20 21 24 29 25 -21 -22 27 -27 -29 -23
right_child=-2 2 4 7 5 15 18 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=32.876399846168667 108.75678939492865 6021.7011513945381 -9379.3571268992855 -4918.4510996127601 -16387.141592054366 -38221.30936466757 6541.400015226387 -7638.4746084781509 5165.5814281025205 -9811.0379090234073 -56133.147074855922 -4208.29616692938 -37672.719826236447 -25184.196730758071 -55743.818718877505 -10358.325798477199 -90162.487864583338 -43147.716524516152 2409.3462530052034 -9548.586862157541 3100.3962860798697 -45565.317107701718 -6018.3734669997102 -19764.15940307446 1316.1798711804477 9200.8373423502399 858.97603546734683 -9347.0852687829902 1993.2412303272902 38866.153986420504
leaf_weight=2803895 1203659 6615 2918 1118 4094 1654 12950 4434 8977 5627 223 3796 605 4228 787 1262 90 507 71391 7926 55730 1443 2481 1780 16879 2450 67791 17775 5005 74
leaf_count=2803895 1203659 6615 2918 1118 4094 1654 12950 4434 8977 5627 223 3796 605 4228 787 1262 90 507 71391 7926 55730 1443 2481 1780 16879 2450 67791 17775 5005 74
internal_value=0 -42.0311 -718.226 -8740.68 -119.151 -7543.72 487.646 -17953.7 -4674.27 -1440.14 3679.75 96.8469 -8808.61 -25411.4 -29979.9 -26162.6 -16318.5 -14378.1 711.686 410.58 -385.108 -4557.6 -19461.3 413.267 -2155.46 654.716 -810.52 -5296.32 -6855.5 -41446.7
internal_weight=0 3.1145e+06 310610 21583 289027 21837 267190 10567 18921 14827 9200 11016 4401 6133 5015 2916 3515 3425 263675 250725 179334 28803 3998 150531 24805 148751 93021 25230 22780 1517
internal_count=4318164 3114505 310610 21583 289027 21837 267190 10567 18921 14827 9200 11016 4401 6133 5015 2916 3515 3425 263675 250725 179334 28803 3998 150531 24805 148751 93021 25230 22780 1517
is_linear=0
shrinkage=0.1


Tree=1849
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 1 0 0 1 2 0 3 1 0 6 1 1 5 0 0 0 1 5 4 0 0 0 0 0
split_gain=2.23278e+12 1.26002e+13 4.95205e+13 1.26873e+14 1.50901e+14 2.33549e+14 1.20513e+14 1.93337e+14 1.59215e+14 9.66193e+13 1.4084e+14 1.05173e+14 8.94278e+13 8.58659e+13 8.10405e+13 1.23445e+14 7.90073e+13 1.15692e+14 1.29009e+14 8.13199e+13 7.89228e+13 1.72476e+14 7.47055e+13 7.44789e+13 8.09124e+13 8.83623e+13 1.32527e+14 7.24214e+13 8.97213e+13 7.97641e+13
threshold=10.500000000000002 14.500000000000002 37.752451500000006 37.792847950000002 55.719391050000006 55.751981950000008 37.615058950000012 55.68356880000001 55.664473600000008 37.66934650000001 10.500000000000002 55.734663800000007 11.500000000000002 37.692869000000009 55.601678500000013 1.5000000000000002 37.457850350000008 37.436176200000013 65.50500000000001 55.899899800000007 55.745923000000012 55.751981950000008 37.869926150000005 60.005000000000003 3.5000000000000004 55.719391050000006 55.745923000000012 55.535913550000011 55.455204450000004 55.416472000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 14 -6 16 8 -8 10 -9 -12 -7 -10 -4 -16 17 -2 -19 27 -11 -22 23 -5 25 -25 -27 28 29 -18
right_child=1 -3 3 22 5 12 7 9 13 20 11 -13 -14 -15 15 -17 19 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=55.98410198611893 415.34572776030694 46.744676229149285 -20223.946408526641 2913.4391889955295 -70140.738538108184 -97194.469363839293 -440.24131084446884 15901.578137637212 -79766.530278391088 -19007.559527422312 116032.65689229521 39641.609402620816 11669.630670396338 -14070.377701036738 98981.796964983267 1830.2849821616467 9754.068723534021 14050.794801829818 87391.882819807623 12533.129889685613 87011.829001125996 6541.9940161686918 -1647.7901685547893 -1301.492278137207 -47703.806463949193 107708.3565152103 28300.493710978189 -10294.858782279387 13103.70816388495 -31314.829642935081
leaf_weight=2688514 96438 1303445 1892 4535 1073 84 5627 5803 414 1069 214 1142 742 383 140 1988 818 1302 294 2292 281 5111 170860 480 131 292 750 17622 3307 1121
leaf_count=2688514 96438 1303445 1892 4535 1073 84 5627 5803 414 1069 214 1142 742 383 140 1988 818 1302 294 2292 281 5111 170860 480 131 292 750 17622 3307 1121
internal_value=0 -92.3597 -648.191 -1738.35 -16140.2 -39371.5 744.339 7935.36 -6365.12 14680.3 22681.7 51697.4 598.705 -48196.1 -5166.08 8221.83 -425.66 857.279 27561 -5424.53 5814.48 10735.6 -1256.87 9536.97 27708.6 34199.4 50553 -7224.38 3089.76 -13989.2
internal_weight=0 1.62965e+06 326205 182967 5919 1899 143238 20044 6424 13620 7159 1356 826 797 4020 2128 123194 98034 1596 25160 6461 5392 177048 6188 1653 1522 1042 22868 5246 1939
internal_count=4318164 1629650 326205 182967 5919 1899 143238 20044 6424 13620 7159 1356 826 797 4020 2128 123194 98034 1596 25160 6461 5392 177048 6188 1653 1522 1042 22868 5246 1939
is_linear=0
shrinkage=0.1


Tree=1850
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 3 3 0 5 5 4 2 5 0 1 0 0 3 4 2 1 3 3 5 4 5 5 1 4
split_gain=2.28732e+12 1.63962e+13 3.40007e+13 9.58168e+13 1.10261e+14 7.0658e+13 1.23744e+14 6.54748e+13 6.39057e+13 5.9907e+13 5.77019e+13 4.53567e+13 4.49773e+13 4.40351e+13 4.89845e+13 8.75725e+13 4.53719e+14 1.7942e+14 9.00449e+13 8.10251e+13 2.3652e+14 8.10226e+13 6.94706e+13 5.66326e+13 6.18505e+13 5.65478e+13 6.30165e+13 6.38105e+13 4.1199e+13 6.28488e+13
threshold=43.574807850000006 44.660994650000006 45.254062050000009 50.565831500000009 55.299834250000011 44.083877800000003 22.500000000000004 20.500000000000004 48.713222300000005 107.05000000000001 105.35000000000001 4.5000000000000009 8.5000000000000018 46.010000000000012 56.301440000000007 44.005491150000005 56.338501050000012 56.320495600000008 8.5000000000000018 1.5000000000000002 3.5000000000000004 44.005491150000005 16.500000000000004 18.500000000000004 85.91500000000002 1.5000000000000002 53.995000000000012 92.035000000000011 43.868031300000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 7 -7 9 -4 10 11 13 -12 -6 21 28 17 -17 19 20 -19 22 25 -20 -25 26 -15 -28 -16 -30
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 12 -13 -14 14 15 16 -18 18 23 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-73.318440882158598 -2394.6557132883486 12.460116651811804 6721.0749890630077 -41443.017033975833 118.12912653470124 -16309.023442694102 58590.925214012634 -10456.871094896906 26645.876989010885 20777.740154820887 -30128.474699660968 -53617.346852463939 -163816.95410748105 8055.7039754057132 -4754.9595650689507 25066.597342632056 -51429.527649652831 48353.096701388888 36080.05245957186 100150.77819906146 502071.47445312497 -10810.015782772782 32883.024156626678 45156.202587248154 230811.17447150737 5168.7284136551852 -80470.64869997761 84771.151652644228 17349.672481026926 -294.3868600593442
leaf_weight=2143177 19597 2076529 5036 603 30951 3594 235 3821 2366 1845 106 143 33 233 2988 2067 659 27 379 298 20 3940 875 38 34 10216 231 26 4258 3839
leaf_count=2143177 19597 2076529 5036 603 30951 3594 235 3821 2366 1845 106 143 33 233 2988 2067 659 27 379 298 20 3940 875 38 34 10216 231 26 4258 3839
internal_value=0 72.2461 1333.16 2259.53 1137.68 1500.05 -11712.1 2254.81 13089.9 3023.27 2489.43 2635.55 -61867.5 2767.25 5488.73 9645.19 23381.7 40601.6 80941.9 119397 241425 1577.04 5791.27 51525.2 132827 3577.06 -29607.5 -63753.6 5280.73 8984.16
internal_weight=0 2.17499e+06 98458 78861 71459 70856 3829 67027 7402 63206 61361 61222 139 61079 30128 14607 3522 2863 796 345 47 15521 11581 451 72 10706 490 257 11085 8097
internal_count=4318164 2174987 98458 78861 71459 70856 3829 67027 7402 63206 61361 61222 139 61079 30128 14607 3522 2863 796 345 47 15521 11581 451 72 10706 490 257 11085 8097
is_linear=0
shrinkage=0.1


Tree=1851
num_leaves=31
num_cat=0
split_feature=0 1 0 4 5 3 1 5 2 5 5 5 5 2 5 3 5 1 5 0 5 4 1 1 1 5 5 1 1 3
split_gain=2.09517e+12 2.33282e+13 1.96672e+13 1.64385e+13 2.04618e+13 1.98149e+13 4.65722e+13 2.18648e+13 3.03883e+13 1.95141e+13 6.16226e+13 2.15861e+13 2.43988e+13 1.79821e+13 1.67017e+13 1.66022e+13 1.40087e+13 1.45309e+13 1.39199e+13 1.37217e+13 1.82059e+13 2.46118e+13 1.79478e+13 1.27595e+13 2.13011e+13 1.25245e+13 1.21807e+13 1.18434e+13 3.62597e+13 2.31738e+13
threshold=60.042666650000008 28.619594500000002 60.693675950000006 1.5000000000000002 29.985000000000003 24.500000000000004 30.259484550000003 81.00500000000001 14.500000000000002 132.05000000000004 94.040000000000006 76.730000000000018 50.805000000000007 22.500000000000004 75.750000000000014 25.500000000000004 112.04500000000002 30.370618100000005 123.15000000000002 60.063729500000008 55.990000000000002 2.5000000000000004 30.323743050000001 30.434657650000002 30.370618100000005 59.025000000000013 83.010000000000005 30.332994000000003 30.315880100000005 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 13 -7 19 18 10 11 12 -6 -5 -15 16 17 -10 -9 23 -21 22 25 24 -8 -22 -17 28 29 -14
right_child=1 3 -4 5 9 6 7 8 15 -11 -12 -13 27 14 -16 26 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-10.990128186050619 -77020.17797780798 3694.6373203762278 25031.923482572118 968.20351502125254 -1702.2139157669071 -32466.891683991424 16645.469798047383 6982.6019986855317 -1113.1223678936788 73697.055063763793 -177580.22492187502 84241.090214170268 56982.782031250004 -14148.749497767858 -120159.17241847828 -91894.937018453667 50029.831158447269 -72951.15881898941 50941.600476866886 21789.652194923419 5834.1953865840514 15499.833228719523 -7107.420474038151 63664.712534877232 -47951.248462853066 -70272.668157169115 -24664.521999825709 -13391.48801569512 -155128.70859374999 -44821.312605574327
leaf_weight=4213281 69 7595 26 55017 34639 291 2789 1117 307 34 20 29 28 42 23 29 48 31 77 443 29 455 521 56 52 85 381 514 25 111
leaf_count=4213281 69 7595 26 55017 34639 291 2789 1117 307 34 20 29 28 42 23 29 48 31 77 443 29 455 521 56 52 85 381 514 25 111
internal_value=0 441.487 -49090.1 486.392 -1015.15 1531.15 6661.38 8434.96 -272.286 -2025.62 -2098.42 -1999.13 -2069.94 906.099 -51660.1 -15406.9 -522.753 -7701.82 9817.48 12346.3 4695.56 -2251.86 -14971.6 16394.9 15463.1 -50912.2 -29419.8 -20857.1 -44255.3 -24314
internal_weight=0 104883 95 104788 42995 61793 6711 6420 1990 35400 35366 35346 35317 55082 65 796 386 338 1194 4430 1533 1090 635 2897 2841 114 410 678 164 139
internal_count=4318164 104883 95 104788 42995 61793 6711 6420 1990 35400 35366 35346 35317 55082 65 796 386 338 1194 4430 1533 1090 635 2897 2841 114 410 678 164 139
is_linear=0
shrinkage=0.1


Tree=1852
num_leaves=31
num_cat=0
split_feature=5 4 0 1 0 2 3 1 1 2 2 5 5 2 0 0 0 1 1 0 3 2 3 5 1 0 5 3 5 0
split_gain=2.11325e+12 2.25645e+13 2.33629e+13 3.08147e+13 2.11229e+13 4.05117e+13 3.8784e+13 3.02054e+13 2.00175e+13 4.12727e+13 5.75207e+13 3.19868e+13 7.26054e+13 3.7258e+13 2.55715e+13 2.51102e+13 5.34505e+13 6.15857e+13 6.97692e+13 6.95335e+13 5.55671e+13 5.23417e+13 5.47806e+13 6.58923e+13 5.18922e+13 1.114e+14 1.10385e+14 6.81765e+13 6.64419e+13 4.5487e+13
threshold=112.04500000000002 3.5000000000000004 60.003414000000006 114.17164950000002 60.017447350000005 15.500000000000002 15.500000000000002 30.226173900000003 30.278357500000002 10.500000000000002 6.5000000000000009 114.05000000000001 132.05000000000004 9.5000000000000018 59.834458500000004 53.145783300000012 53.340367100000002 47.282206100000003 47.854228500000012 54.736324100000012 17.500000000000004 2.5000000000000004 21.500000000000004 116.06000000000002 44.005491150000005 56.301440000000007 123.15000000000002 5.5000000000000009 142.05000000000004 58.049540950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 -4 9 10 -3 -12 -13 14 -14 -10 20 19 -19 -18 -17 22 -21 -24 -23 27 -27 28 -26 -20
right_child=1 2 4 -5 -6 -7 -8 -9 15 -11 11 12 13 -15 -16 16 17 18 29 21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=8.9298903694684792 -2276.5939312458463 -14897.994923441678 90098.490447215561 102150.30278645834 10313.774111031726 -61550.570733173081 148068.29657778534 -39894.346732954553 -3496.259004761906 -56759.432886603863 -64744.694504310348 130683.66004655394 -41216.331652582914 86456.013235294129 52838.334703696652 24049.791283460218 70476.490084987337 -111806.65613349782 -605.23911997073958 27225.129075246143 137691.64852892287 256.64078655299517 13229.830374243953 -219582.81617187499 189034.19125000003 296466.63942307694 67555.891353462837 -19551.785623525946 -754.6558092948718 -87851.92970703126
leaf_weight=4248930 36120 1122 39 30 939 26 46 33 7972 170 29 73 98 51 41 509 185 57 14757 1585 47 4718 31 20 35 26 111 265 39 60
leaf_count=4248930 36120 1122 39 30 939 26 46 33 7972 170 29 73 98 51 41 509 185 57 14757 1585 47 4718 31 20 35 26 111 265 39 60
internal_value=0 -548.032 1337.44 849.031 15782.8 51445.5 76343 30518.4 754.064 -10205.8 -4608.78 34927.2 45917.6 13349.6 -13473.6 1324.81 3037.15 2259.4 -1383.33 9983.13 33656.2 8344.58 23942.7 -78069.2 3431.5 34900 110999 4146.14 89010.3 -958.536
internal_weight=0 69234 33114 32031 1083 144 118 72 32001 1584 1414 292 263 190 139 30417 22445 21889 14874 7015 556 6830 1636 51 5194 476 137 339 74 14817
internal_count=4318164 69234 33114 32031 1083 144 118 72 32001 1584 1414 292 263 190 139 30417 22445 21889 14874 7015 556 6830 1636 51 5194 476 137 339 74 14817
is_linear=0
shrinkage=0.1


Tree=1853
num_leaves=31
num_cat=0
split_feature=0 4 5 0 1 1 2 2 5 3 5 0 2 1 0 2 2 0 3 5 1 1 1 5 0 2 0 0 1 4
split_gain=2.04963e+12 1.0948e+13 2.57614e+13 4.71148e+13 4.13096e+13 6.34446e+13 1.16893e+14 3.78343e+13 3.93339e+13 4.60346e+13 3.74473e+13 4.303e+13 5.26081e+13 5.12667e+13 3.42861e+13 2.80269e+13 4.4034e+13 2.71854e+13 2.96327e+13 4.81401e+13 5.71099e+13 4.91164e+13 1.06334e+14 5.03253e+13 8.09946e+13 2.80404e+13 2.73428e+13 3.38427e+13 5.57874e+13 4.47339e+13
threshold=45.098908000000009 3.5000000000000004 137.05000000000004 45.087005000000012 38.969379750000009 38.984911950000004 14.500000000000002 1.5000000000000002 123.15000000000002 13.500000000000002 118.33500000000002 45.063245200000004 6.5000000000000009 37.314272700000011 45.040161900000008 9.5000000000000018 6.5000000000000009 45.053747000000008 19.500000000000004 120.05000000000001 39.011252750000004 39.969502550000009 39.753614400000011 125.85000000000001 45.029420750000007 4.5000000000000009 45.029420750000007 43.642715500000008 44.083877800000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 10 6 7 -6 9 14 -3 13 -13 -12 -9 16 -10 18 19 -7 -21 22 25 24 -23 -22 27 28 -25 -30
right_child=-2 2 3 -5 5 17 -8 8 15 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=106.88401855484508 -26.502406855151122 -95.683281193161349 -3980.6431439941098 -139155.28888221155 87199.198051908825 1890.0734836835736 242361.49088541666 -12746.167412322702 102048.92719594594 -109180.16679687501 93043.069711538468 169902.84889914774 -16839.731632486979 -51994.409242699636 46151.276132170024 145167.42761824324 -74150.632404891308 21208.188671356558 -46515.484487623136 -127755.46615767047 -1794.1296059409342 29314.35377527574 199352.13911508414 -95508.719817708334 240841.74150815222 81407.469745291106 -86982.984044053825 66724.569430721502 -8841.8472750322526 132863.57751116072
leaf_weight=542244 3761543 2298 3118 26 97 6003 27 206 37 32 26 22 48 389 190 37 23 1036 115 22 91 85 52 60 23 73 36 68 109 28
leaf_count=542244 3761543 2298 3118 26 97 6003 27 206 37 32 26 22 48 389 190 37 23 1036 115 22 91 85 52 60 23 73 36 68 109 28
internal_value=0 179.098 2902.74 -5098.5 5142.21 8622.42 38663.9 29821.8 19220.6 6189.88 -5424.73 -30674.5 41850.8 -42907.7 15512.7 76716.9 34505.8 6123.13 3812.99 4683.33 30599.7 36173.8 74749 15801.6 74361.9 35240.7 -5210.04 5898.74 -15097 20119.8
internal_weight=0 556621 14377 3144 11233 8450 649 622 525 428 2783 485 70 415 396 97 60 7801 6765 6650 647 625 216 409 108 164 301 265 197 137
internal_count=4318164 556621 14377 3144 11233 8450 649 622 525 428 2783 485 70 415 396 97 60 7801 6765 6650 647 625 216 409 108 164 301 265 197 137
is_linear=0
shrinkage=0.1


Tree=1854
num_leaves=31
num_cat=0
split_feature=1 1 5 3 0 0 6 4 5 5 0 0 0 4 0 3 0 5 5 2 1 3 0 0 3 5 5 3 3 1
split_gain=2.00956e+12 1.41526e+13 2.16911e+13 2.34592e+13 2.19068e+13 2.77023e+13 2.15973e+13 2.77031e+13 5.35621e+13 2.42391e+13 2.23468e+13 1.96407e+13 2.7619e+13 1.89603e+13 1.82863e+13 2.96947e+13 4.64005e+13 6.17914e+13 2.893e+13 2.8566e+13 5.75905e+13 3.42831e+13 2.61273e+13 2.40526e+13 2.30084e+13 2.29767e+13 2.21216e+13 1.96587e+13 3.69526e+13 5.61733e+13
threshold=43.574807850000006 44.005491150000005 36.515000000000008 4.5000000000000009 56.338501050000012 56.281985950000006 1.5000000000000002 1.5000000000000002 48.510000000000012 93.00500000000001 56.501468900000013 43.514103700000014 55.299834250000011 1.0000000180025095e-35 55.416472000000006 9.5000000000000018 43.514103700000014 88.015000000000015 177.02500000000003 1.5000000000000002 43.94115175000001 24.500000000000004 55.349623500000007 56.281985950000006 5.5000000000000009 123.15000000000002 93.00500000000001 18.500000000000004 24.500000000000004 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -4 8 -8 -10 11 -9 -13 -5 15 16 18 22 -15 20 23 -22 -18 26 -24 -17 -16 -21 -29 -30
right_child=1 -3 3 13 -6 -7 7 10 9 -11 -12 12 -14 14 19 25 17 -19 -20 27 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-68.722721878257389 193.80688238330885 22.620378103416897 -19898.623901448329 46636.688611444151 7846.6047457245431 -9289.5007887986958 -719.30796327590951 16564.643385179199 -92161.751886970771 -8468.4688639322922 -50529.168968844133 -28245.591433779209 1452.6274747700199 6850.0770569724282 13188.953013803319 -7661.8040366777586 -17472.04653701638 -79224.531899114256 86433.790523097836 6540.4787078908676 -27336.399850454614 73370.219486607151 8811.0436718669698 -4532.8805530273266 -11717.524281919956 -52537.764143066415 114468.08636363636 -11481.37744990248 -4455.0774373090217 42934.473709274775
leaf_weight=2143177 8442 2109068 677 101 2047 4850 352 770 124 48 83 337 4424 6510 1094 2318 1056 114 46 24785 989 35 1520 1388 852 120 22 1711 721 383
leaf_count=2143177 8442 2109068 677 101 2047 4850 352 770 124 48 83 337 4424 6510 1094 2318 1056 114 46 24785 989 35 1520 1388 852 120 22 1711 721 383
internal_value=0 67.7176 1510.6 2509.55 -1783.43 -3266.47 -2948 -1078.4 -23068.2 -68805.5 974.085 1746.96 -649.515 3359.39 3259.28 34.5198 2425.96 -6796.34 7408.47 4557.97 -3915.07 -23894.3 -4387.7 4255.34 1437.38 -9870.63 15185.5 5641.05 -2278.1 11985.3
internal_weight=0 2.17499e+06 65919 50580 15339 13292 6815 6138 524 172 5614 5531 4761 43765 43664 12536 10098 3542 6556 31128 3528 1024 3428 2504 2372 2438 1116 27600 2815 1104
internal_count=4318164 2174987 65919 50580 15339 13292 6815 6138 524 172 5614 5531 4761 43765 43664 12536 10098 3542 6556 31128 3528 1024 3428 2504 2372 2438 1116 27600 2815 1104
is_linear=0
shrinkage=0.1


Tree=1855
num_leaves=31
num_cat=0
split_feature=1 0 3 0 5 0 3 5 3 2 3 5 2 4 5 5 3 5 0 0 5 2 2 3 3 2 0 3 5 2
split_gain=1.9198e+12 1.55463e+13 5.5403e+13 8.81924e+13 1.17758e+14 4.89926e+13 1.14369e+14 9.8395e+13 7.44263e+13 7.91858e+13 5.43974e+13 5.63146e+13 3.72278e+13 3.32403e+13 3.29122e+13 3.4137e+13 2.98569e+13 2.97008e+13 5.42739e+13 1.19404e+14 4.40959e+13 4.19708e+13 5.03253e+13 4.5119e+13 4.19261e+13 4.09219e+13 4.3171e+13 6.44231e+13 5.76989e+13 5.76489e+13
threshold=30.207352000000004 59.990816400000007 24.500000000000004 60.003414000000006 58.040000000000006 59.950068600000009 17.500000000000004 74.610000000000014 14.500000000000002 3.5000000000000004 7.5000000000000009 60.905000000000008 3.5000000000000004 2.5000000000000004 79.730000000000018 90.015000000000015 11.500000000000002 76.730000000000018 60.017447350000005 60.052595500000002 73.995000000000019 11.500000000000002 4.5000000000000009 5.5000000000000009 12.500000000000002 2.5000000000000004 60.003414000000006 17.500000000000004 100.05000000000001 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 17 4 -4 -1 7 10 9 -9 -7 -12 -13 -14 -6 -16 -15 20 25 -20 -3 22 -21 -24 -25 -19 27 -27 -29 -28
right_child=-2 2 3 -5 14 6 -8 8 -10 -11 11 12 13 16 15 -17 -18 18 19 21 -22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=234.76796180537409 -9.6051419681944292 1267.6609487351996 19425.351451963328 -13710.521102589577 97998.680556761203 -39653.937103515629 -93462.68274598819 -37883.159270833334 22519.940725446431 -257863.37408854166 5472.5915243094314 3373.3337965745195 218349.58210937504 -472.64060997596152 260150.55845588236 97990.063820684532 137177.83658203125 201.94900774274555 -100409.49677915221 21033.350861012717 -42299.376855673057 103019.16928710938 -163652.46246383103 21305.279764597042 -115144.34556884767 -22132.173671277822 112401.86778371711 126860.66428377177 -25884.629763454865 -5296.4923322088071
leaf_weight=76334 4230377 8309 213 232 81 150 185 30 35 36 280 39 25 26 34 21 40 224 108 483 239 48 27 76 32 139 171 79 36 55
leaf_count=76334 4230377 8309 213 232 81 150 185 30 35 36 280 39 25 26 34 21 40 224 108 483 239 48 27 76 32 139 171 79 36 55
internal_value=0 462.863 4052.53 34075 65840.7 -30.4721 -23962.9 -4511.38 -95360.2 -157872 11873.9 30725.5 85116.3 120149 138535 198235 82951.9 2312.75 15402 -2873.68 49.5372 12942.9 5946.72 -48029.9 -19124.2 35494.9 51965 23676.3 79044.7 83758.5
internal_weight=0 87787 10607 581 349 77180 846 661 101 66 560 410 130 91 136 55 66 10026 1478 774 8548 666 618 135 108 704 480 254 115 226
internal_count=4318164 87787 10607 581 349 77180 846 661 101 66 560 410 130 91 136 55 66 10026 1478 774 8548 666 618 135 108 704 480 254 115 226
is_linear=0
shrinkage=0.1


Tree=1856
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 3 5 5 1 3 3 6 0 3 2 5 6 5 3 0 5 1 3 6 0 0 1 5 1 5
split_gain=1.90134e+12 2.40737e+13 6.77081e+13 9.83108e+13 1.39787e+14 1.39728e+14 1.13708e+14 2.56955e+14 8.55593e+13 7.97417e+13 2.41964e+14 1.53774e+14 1.42568e+14 2.18574e+14 3.22567e+14 1.18278e+14 1.09185e+14 1.07943e+14 1.01686e+14 9.15369e+13 8.40479e+13 1.35339e+14 1.25339e+14 1.17272e+14 7.61869e+13 7.41219e+13 1.23743e+14 1.31425e+14 9.61848e+13 7.03966e+13
threshold=30.425002000000003 59.916647550000008 59.863160500000006 30.346469350000003 30.315880100000005 6.5000000000000009 84.030000000000015 58.605000000000011 30.323743050000001 8.5000000000000018 10.500000000000002 1.5000000000000002 59.904813200000007 11.500000000000002 3.5000000000000004 40.605000000000011 1.5000000000000002 81.910000000000011 12.500000000000002 59.882016200000002 78.710000000000022 30.278357500000002 20.500000000000004 1.5000000000000002 59.882016200000002 59.882016200000002 30.332994000000003 55.730000000000011 30.323743050000001 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 8 7 -5 24 -4 11 15 13 14 -12 -11 -14 19 -18 -16 21 -15 23 -23 -6 26 -7 -28 -27 -30
right_child=-2 -3 3 6 5 25 -8 -9 -10 10 12 -13 16 20 17 -17 18 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=-61.100314323339866 19.230511747118715 533.3208277185837 2499.9514358684032 -7709.1814810887045 52606.390430520922 17056.837841796874 30331.481518761197 -50487.599283361225 -39549.268343451433 -20959.623303872737 -49228.906698980572 -18211.065286144698 -86972.515922225153 -10860.086109073447 -24304.768717447918 -93198.900964000612 169463.31106305806 37620.897938420225 -23893.242874807256 182106.4282933975 -28210.799152770778 3331.0562067648302 -111654.27740693933 51679.818584727749 -11959.023916097362 28522.967598030693 36810.776403024662 195555.12927343752 -3900.3230739896458 61559.941379616481
leaf_weight=117435 3983587 185096 5692 6191 249 382 532 1816 785 338 164 1371 304 3219 24 688 28 104 950 205 1116 1052 68 959 687 2269 109 100 2468 176
leaf_count=117435 3983587 185096 5692 6191 249 382 532 1816 785 338 164 1371 304 3219 24 688 28 104 950 205 1116 1052 68 959 687 2269 109 100 2468 176
internal_value=0 -228.965 -1172.87 -5247.04 -1908.79 9667.51 -14436.9 -17411.4 -15202.2 -7045.68 -12176.3 -40122.1 -4000.35 1681.15 65568.5 -69400.8 -34628.1 122105 -18357.5 160474 -3269.28 1984.54 21872.4 26387.5 5217.03 17443.8 50902.9 112765 13418.9 457.092
internal_weight=0 334577 149481 32046 23507 7225 8539 8007 1721 16282 10590 2397 8193 6911 497 1026 1282 333 978 229 6414 5298 2079 2011 936 5504 591 209 4913 2644
internal_count=4318164 334577 149481 32046 23507 7225 8539 8007 1721 16282 10590 2397 8193 6911 497 1026 1282 333 978 229 6414 5298 2079 2011 936 5504 591 209 4913 2644
is_linear=0
shrinkage=0.1


Tree=1857
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 6 0 6 5 0 3 5 4 3 5 4 2 0 5 3 3 5 2 5 3 5 5 2 5
split_gain=2.00972e+12 1.56015e+13 7.0123e+13 8.54019e+13 1.70032e+14 1.14631e+14 1.2927e+14 8.86714e+13 1.11459e+14 9.82952e+13 9.44988e+13 1.77462e+14 1.74728e+14 1.21172e+14 1.08698e+14 8.15608e+13 7.9264e+13 1.22853e+14 7.71043e+13 7.86097e+13 7.58437e+13 1.40309e+14 8.11281e+13 9.64783e+13 7.47083e+13 5.96338e+13 5.20425e+13 5.09126e+13 1.00973e+14 5.0856e+13
threshold=30.207352000000004 30.226173900000003 60.063729500000008 60.029906750000002 60.003414000000006 60.035045000000004 1.5000000000000002 59.963407450000012 1.5000000000000002 82.00500000000001 59.990816400000007 12.500000000000002 85.020000000000024 2.5000000000000004 23.500000000000004 38.905000000000008 2.5000000000000004 17.500000000000004 59.939091550000008 116.06000000000002 17.500000000000004 13.500000000000002 55.990000000000002 6.5000000000000009 77.715000000000018 22.500000000000004 84.030000000000015 76.730000000000018 7.5000000000000009 50.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 16 8 -2 25 11 27 13 -12 -15 -6 -5 24 -11 -20 21 -13 -22 -24 -18 29 -25 -9 -29 -10
right_child=1 -3 -4 5 15 -7 -8 10 9 18 12 20 -14 14 -16 -17 17 -19 19 -21 22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=473.57979360483955 -57206.573483802531 2.9254863460535585 -37559.572314431563 -6719.7382864832725 -4010.6379600026503 -90.303190053779062 60866.989062198591 -45725.472269236052 -470.0350780896548 4258.0164220309534 670.40756517321336 95835.772644064695 -107696.44205562047 166002.78172144399 -22733.452258560508 -42721.736063006865 125335.97440878379 297458.96306818182 127170.47849330358 -13016.587416294644 62205.011635597155 -4096.2407077124108 33133.715625000004 354612.78759765625 -80003.893451286771 46674.08274359809 148980.78218750001 -54139.251083669362 225983.24442471593 -24647.547027958884
leaf_weight=87787 435 4211803 566 775 796 6478 729 251 1770 263 1544 281 140 87 47 1721 37 22 140 56 101 281 24 32 34 180 20 31 22 1711
leaf_count=87787 435 4211803 566 775 796 6478 729 251 1770 263 1544 281 140 87 47 1721 37 22 140 56 101 281 24 32 34 180 20 31 22 1711
internal_value=0 -9.82753 -2901.68 -1812.36 -8021.51 5825.47 29821.9 -399.285 -9065.34 -3982.47 13398 37392.3 -367.779 8586.94 99804.3 -30479.4 3748.39 90982.8 39640.1 87117 63848.4 45869.8 120933 198979 27004.2 -9451.67 275524 -26920.3 62138 -12353.9
internal_weight=0 4.23038e+06 18574 18008 9933 8075 1597 7416 4555 4120 2861 1043 1818 1678 134 2517 868 93 459 196 739 562 177 76 71 3661 52 304 53 3481
internal_count=4318164 4230377 18574 18008 9933 8075 1597 7416 4555 4120 2861 1043 1818 1678 134 2517 868 93 459 196 739 562 177 76 71 3661 52 304 53 3481
is_linear=0
shrinkage=0.1


Tree=1858
num_leaves=31
num_cat=0
split_feature=5 0 0 3 5 2 3 3 1 3 0 5 0 1 3 0 1 0 2 0 5 5 3 0 5 3 1 0 2 1
split_gain=1.92712e+12 1.24277e+13 3.50635e+13 3.61774e+13 3.81162e+13 6.58217e+13 3.15161e+13 5.44541e+13 5.47594e+13 2.82061e+13 3.93476e+13 3.4479e+13 4.76482e+13 4.51811e+13 3.10279e+13 4.93091e+13 1.15627e+14 6.0957e+13 4.68979e+13 4.87338e+13 4.50575e+13 4.0926e+13 3.84918e+13 5.35843e+13 6.08793e+13 2.97111e+13 2.97442e+13 6.33332e+13 4.50544e+13 5.30612e+13
threshold=96.015000000000015 55.834684950000003 55.826364100000013 7.5000000000000009 101.05000000000001 3.5000000000000004 11.500000000000002 18.500000000000004 49.111504200000006 23.500000000000004 55.86787755000001 128.92000000000004 55.842510000000011 37.342273500000012 25.500000000000004 55.899899800000007 37.457850350000008 55.885524800000006 21.500000000000004 56.852744000000008 97.050000000000011 101.05000000000001 24.500000000000004 59.982527000000012 105.35000000000001 20.500000000000004 37.39371280000001 59.982527000000012 8.5000000000000018 60.528664650000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 8 -8 25 11 12 13 -11 15 16 -12 20 -17 21 -18 -20 -21 24 -24 -3 27 -27 -28 -30
right_child=1 9 3 6 5 -7 7 -9 -10 10 14 -13 -14 -15 -16 18 17 -19 19 22 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=12.654139040677196 185.50110693641375 -1373.9959636904928 186231.09849759616 -32114.892752915126 -49103.357872488843 156600.26259765626 105304.43609191895 -14749.270899447738 -19255.433226562502 -88368.156739583341 121860.39268446181 56443.798369565222 -187336.70666666667 50601.969956341913 5225.235956368374 -20677.721049909767 -89579.569481026789 -122579.33341272868 83295.512764616942 -12580.227631794907 36668.991642750851 -39608.870045421514 243004.32120225695 19086.777901543512 64359.622109374999 35826.522250306785 -30125.551676173942 -9862.3159991487901 -21619.303682501199 36634.812751370941
leaf_weight=4168594 95803 45489 26 109 35 28 120 145 50 75 90 23 30 34 1499 2823 35 41 31 119 147 215 27 144 65 873 378 465 261 390
leaf_count=4168594 95803 45489 26 109 35 28 120 145 50 75 90 23 30 34 1499 2823 35 41 31 119 147 215 27 144 65 873 378 465 261 390
internal_value=0 -352.677 325.121 26399.2 84361.8 42320.5 14232.5 30270.2 68669.2 -1578.55 -8431.03 -56969.4 -75735.6 -45019.7 -6929.27 -11804.7 26187.7 -12424.6 -15277.7 10086.8 12390.4 -24120.9 33791.4 57173.7 116788 -805.618 10117.5 19948.1 -2665.23 13279.5
internal_weight=0 149570 96316 513 89 63 424 315 170 53254 5398 162 139 109 5236 3737 313 223 3424 601 182 246 355 236 92 47856 2367 1338 1029 651
internal_count=4318164 149570 96316 513 89 63 424 315 170 53254 5398 162 139 109 5236 3737 313 223 3424 601 182 246 355 236 92 47856 2367 1338 1029 651
is_linear=0
shrinkage=0.1


Tree=1859
num_leaves=31
num_cat=0
split_feature=3 0 0 2 3 3 1 1 5 1 0 0 5 3 3 4 3 1 1 5 5 3 4 1 5 0 2 2 2 0
split_gain=1.90515e+12 1.39136e+13 3.06629e+13 2.27417e+13 1.71833e+13 5.29258e+13 6.13349e+13 4.78183e+13 2.11058e+13 1.88849e+13 1.69149e+13 3.60002e+13 2.53298e+13 3.64047e+13 2.41389e+13 2.17614e+13 2.86061e+13 6.61356e+13 4.91278e+13 5.57873e+13 2.55314e+13 2.3657e+13 2.45303e+13 2.35144e+13 3.36698e+13 2.30357e+13 2.18215e+13 2.10075e+13 4.52728e+13 2.01592e+13
threshold=28.500000000000004 55.885524800000006 56.802385350000009 5.5000000000000009 29.500000000000004 31.500000000000004 60.628582700000003 60.611165000000007 50.005000000000003 60.55755580000001 55.801980100000009 55.795550600000006 42.205000000000005 31.500000000000004 32.500000000000007 1.5000000000000002 31.500000000000004 37.417247200000006 37.615058950000012 35.005000000000003 36.715000000000011 29.500000000000004 1.0000000180025095e-35 37.737121850000008 35.005000000000003 55.034903650000011 2.5000000000000004 6.5000000000000009 11.500000000000002 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 -4 8 6 7 9 -5 -6 11 15 -13 -14 -15 16 17 -2 19 -19 -17 23 -23 24 -20 -25 -22 -26 -29 -28
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 -12 12 13 14 -16 20 -18 18 21 -21 26 22 -24 25 27 -27 29 28 -30 -31
leaf_value=5.9935358272104118 47101.217608858002 -11013.019356034521 -13211.274061788532 7537.9489127115321 -25.027849663628473 67.855599748392692 95834.436681598178 -29553.938257562546 -29814.396583533657 41940.325295584546 4545.0873822781723 -10275.271524952077 -137841.5430366848 24162.006475694448 -73077.549344544503 72572.085847355775 -250.92243063399019 48440.272121853304 -45210.882473958336 -43357.966350397641 25727.735215815203 -47015.659948695989 -6600.0260636561579 10588.601960358797 1269.8351293103449 -86287.085364583341 8359.1144462855609 192966.26650390626 40037.882601243626 -1801.4561523080683
leaf_weight=4283289 170 3765 1002 283 144 3479 115 168 325 420 7338 216 46 45 59 52 5346 72 30 822 382 177 991 135 29 30 2824 32 49 6329
leaf_count=4283289 170 3765 1002 283 144 3479 115 168 325 420 7338 216 46 45 59 52 5346 72 30 822 382 177 991 135 29 30 2824 32 49 6329
internal_value=0 -736.116 -3953.7 523.781 3313.11 5525.5 27942.4 17276.3 -12428.4 31225.8 503.806 -1158.84 -32198 -63766.6 -31002.7 -508.562 -4400.74 -13145.3 -17472.3 -35964.8 2691.82 -6248.66 -12724.7 18551.2 48694.8 -7025.16 2310.72 74305.5 100454 1333.41
internal_weight=0 34875 9701 5936 4934 4326 847 732 608 564 25174 17836 366 150 104 17470 7883 2537 2367 894 9587 1473 1168 305 140 165 9535 110 81 9153
internal_count=4318164 34875 9701 5936 4934 4326 847 732 608 564 25174 17836 366 150 104 17470 7883 2537 2367 894 9587 1473 1168 305 140 165 9535 110 81 9153
is_linear=0
shrinkage=0.1


Tree=1860
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 2 0 5 6 3 3 3 5 3 5 5 5 3 2 3 5 3 3 5 3 3 5 0
split_gain=1.83335e+12 1.31049e+13 6.49099e+13 1.54275e+14 1.10353e+14 9.21699e+13 1.071e+14 9.14754e+13 8.48289e+13 1.21865e+14 9.18244e+13 6.4715e+13 7.48222e+13 8.44804e+13 6.61243e+13 7.06231e+13 7.6487e+13 1.96145e+14 6.44757e+13 9.71359e+13 6.45017e+13 6.14021e+13 5.58394e+13 5.27448e+13 5.08143e+13 5.05528e+13 4.98417e+13 5.73932e+13 9.57677e+13 6.29717e+13
threshold=56.819808050000006 56.852744000000008 60.601268000000012 60.58031445000001 60.611165000000007 60.628582700000003 56.838612000000005 11.500000000000002 56.838612000000005 102.01000000000001 1.5000000000000002 6.5000000000000009 11.500000000000002 13.500000000000002 118.33500000000002 23.500000000000004 51.015000000000008 50.805000000000007 95.020000000000024 16.500000000000004 4.5000000000000009 7.5000000000000009 38.455000000000005 17.500000000000004 18.500000000000004 79.010000000000005 7.5000000000000009 9.5000000000000018 114.05000000000001 56.838612000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 18 10 -10 21 -5 22 -14 15 23 17 -17 -6 20 -20 -4 -13 -15 -21 -12 -24 28 -28 -29
right_child=1 -3 4 11 5 -7 -8 -9 9 -11 25 12 13 14 -16 16 -18 -19 19 24 -22 -23 26 -25 -26 -27 27 29 -30 -31
leaf_value=-32.321627828423892 2025.4110069169183 33.767159850411304 -84347.895358669164 2866.8693241444671 17480.147352450502 -1665.2114957697484 229.42348032784389 116687.59779607601 7235.1597581513088 170745.49860491071 -27627.912649320679 -12289.636177734375 -29583.047700028455 43711.556600799893 -9007.234966184702 28909.75320155768 34087.397450750337 -251625.81579861112 161151.9909811581 -125720.96855468751 53598.588516260163 -5269.4068544164602 191522.22542842745 103881.49951833807 47468.463107638891 -72782.600534183031 54350.277280540467 115443.46927044581 -99960.478328804355 2946.3052025579636
leaf_weight=3465455 23436 802951 101 1032 1020 13662 1685 132 245 56 1643 100 278 461 335 81 417 36 102 32 123 3529 31 213 36 292 320 252 46 62
leaf_count=3465455 23436 802951 101 1032 1020 13662 1685 132 245 56 1643 100 278 461 335 81 417 36 102 32 123 3529 31 213 36 292 320 252 46 62
internal_value=0 131.357 1706.17 5008.73 -2243.83 1880.95 17359.4 37334.6 -14051.4 37655.7 -16848.2 24090.9 32412.8 21160.8 30303.3 41204.8 14040.5 -57408.9 29356.9 70702.8 102356 -7469.66 57677.6 62726.7 -34032.4 -34442 67518.3 61865.2 34956 93230.7
internal_weight=0 852709 49758 27100 22658 16792 3130 1445 5866 301 5565 3664 2632 1821 1543 1208 534 117 1313 293 225 3630 811 674 68 1935 711 680 366 314
internal_count=4318164 852709 49758 27100 22658 16792 3130 1445 5866 301 5565 3664 2632 1821 1543 1208 534 117 1313 293 225 3630 811 674 68 1935 711 680 366 314
is_linear=0
shrinkage=0.1


Tree=1861
num_leaves=31
num_cat=0
split_feature=5 0 0 3 5 2 5 1 1 1 3 2 1 1 2 3 3 1 2 3 3 5 1 0 0 1 3 3 4 5
split_gain=1.90127e+12 1.11948e+13 2.82763e+13 2.93643e+13 3.08741e+13 5.33156e+13 2.67904e+13 4.06927e+13 1.04321e+14 6.1217e+13 5.21004e+13 4.026e+13 2.6583e+13 5.11569e+13 3.3169e+13 2.54482e+13 4.43325e+13 4.43551e+13 2.49567e+13 2.45554e+13 3.89435e+13 2.36596e+13 2.33537e+13 2.20229e+13 1.03927e+14 5.70742e+13 4.65847e+13 9.49951e+13 6.29916e+13 4.99277e+13
threshold=96.015000000000015 55.834684950000003 55.826364100000013 7.5000000000000009 101.05000000000001 3.5000000000000004 98.020000000000024 37.855187800000003 30.425002000000003 30.434657650000002 9.5000000000000018 5.5000000000000009 30.102666750000001 30.207352000000004 2.5000000000000004 11.500000000000002 18.500000000000004 49.111504200000006 8.5000000000000018 8.5000000000000018 7.5000000000000009 102.01000000000001 37.328003200000005 59.834458500000004 59.755965500000009 30.332994000000003 17.500000000000004 18.500000000000004 3.5000000000000004 103.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 12 11 -11 -10 18 -14 19 21 17 22 -3 20 -15 -5 -17 24 25 -8 29 28 -28 -25
right_child=1 6 3 15 5 -7 23 -9 9 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=12.56897533459499 167.61335842356686 69812.122851387117 167610.61762319715 48480.547097252158 -44190.392968750006 140942.86865234375 -52756.173265588994 290.05993118121114 -67592.587642045459 -81116.590309012274 -22971.867591196435 -230621.99709821428 -55915.039676637709 -20629.515895199162 7752.4713378799925 1668.2306640625002 -13462.66501296471 -17327.256863281251 -35958.806516927085 -61272.849202481615 122766.16086309525 -56951.500100708014 115678.51007653061 16458.303275598282 -49965.294039255328 -1285.5060628250262 -64576.330784290243 -990.0527038094383 7778.00455031622 1707.2401571417429
leaf_weight=4168594 95803 87 26 29 35 28 217 2774 33 210 579 28 187 193 1148 22 145 50 30 133 21 80 98 2991 452 29909 424 3816 168 9854
leaf_count=4168594 95803 87 26 29 35 28 217 2774 33 210 579 28 187 193 1148 22 145 50 30 133 21 80 98 2991 452 29909 424 3816 168 9854
internal_value=0 -350.304 292.994 23707.9 75928.2 38091.1 -1513.78 -8174.93 -17039.4 -45909.6 -38447.6 -142426 -3398.6 -6604.62 -436.695 12746.6 27157.9 61804.9 42691.4 -27529.4 -6557.98 -28900.8 94776.6 -758.554 -2370.35 -1656.25 2098.08 -6772.16 -44043.3 5142.07
internal_weight=0 149570 96316 513 89 63 53254 5423 2649 850 789 61 1799 1682 1495 424 315 170 117 347 214 109 120 47831 30578 30126 17253 4408 592 12845
internal_count=4318164 149570 96316 513 89 63 53254 5423 2649 850 789 61 1799 1682 1495 424 315 170 117 347 214 109 120 47831 30578 30126 17253 4408 592 12845
is_linear=0
shrinkage=0.1


Tree=1862
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 3 0 5 3 0 0 3 0 0 0 5 5 1 5 5 3 3 1 2 1 3 3 5 2 3
split_gain=1.80695e+12 1.47537e+13 5.16816e+13 7.46113e+13 7.083e+13 6.73333e+13 5.8431e+13 6.28523e+13 5.7219e+13 5.23757e+13 4.92885e+13 4.39015e+13 7.2712e+13 4.99702e+13 1.14771e+14 8.90026e+13 5.33663e+13 5.14772e+13 4.09078e+13 4.25406e+13 4.12963e+13 3.88927e+13 7.15814e+13 4.9005e+13 3.73904e+13 3.4354e+13 3.38878e+13 3.34974e+13 3.94712e+13 3.66782e+13
threshold=38.781124500000011 38.959914000000005 45.254062050000009 38.891822450000006 45.112033650000008 6.5000000000000009 45.087005000000012 96.015000000000015 5.5000000000000009 45.013473000000012 45.005863250000004 9.5000000000000018 45.063245200000004 45.047272400000004 45.059881250000011 64.405000000000015 83.010000000000005 38.92948375000001 177.02500000000003 161.85000000000002 24.500000000000004 12.500000000000002 38.950530550000003 6.5000000000000009 38.92948375000001 12.500000000000002 3.5000000000000004 65.50500000000001 16.500000000000004 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 26 5 6 -2 -8 -5 10 -7 12 24 -13 16 25 -15 -17 19 27 -20 22 -18 -24 -11 -16 -4 28 -19 -29
right_child=1 -3 3 8 -6 9 7 -9 -10 11 -12 13 -14 14 15 17 21 18 20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=98.271880145680555 -3826.8577769862723 -4.8186715342433128 8690.0956183210419 -7836.5333525922024 12807.088203034415 -11835.499547663287 -17217.000737060269 -93007.94892663043 -26303.483206983237 11078.739541737086 -76728.239895227714 5109.4750573031733 16020.055069800752 -15264.575671226017 7186.3584113980514 -7318.8162123328939 -66615.61591346153 61985.793252675678 -105419.47099056606 136714.51950520833 46523.615545428242 -82408.650221981021 -77127.736875000002 106113.96481481481 -15748.525092371025 -6340.9266521379323 -3521.7852624344032 -5660.6205828443772 -48100.739442567574 19479.363599220127
leaf_weight=1305419 13068 2927498 2885 6110 4110 1263 2254 115 2313 824 129 13845 4796 2604 2268 1146 130 272 53 30 27 222 20 54 1406 10901 10701 723 37 2941
leaf_count=1305419 13068 2927498 2885 6110 4110 1263 2254 115 2313 824 129 13845 4796 2604 2268 1146 130 272 53 30 27 222 20 54 1406 10901 10701 723 37 2941
internal_value=0 -42.5811 -1339.39 -5513.06 113.184 -769.172 -6446.36 -20896.2 -12907.7 1236.7 -17849.3 1864.8 9083.21 426.966 -2598.48 371.55 -20632.4 11409.4 16665.9 18080.9 -54138.7 -53444 -21923.7 56589.2 -5835.67 -4011.22 -928.581 17185.1 48803.9 14518.6
internal_weight=0 3.01274e+06 85247 22009 63238 59128 15437 2369 8423 43691 1392 42299 7026 35273 21428 18398 3030 5229 4083 4003 80 426 204 74 2230 13169 13586 3973 309 3664
internal_count=4318164 3012745 85247 22009 63238 59128 15437 2369 8423 43691 1392 42299 7026 35273 21428 18398 3030 5229 4083 4003 80 426 204 74 2230 13169 13586 3973 309 3664
is_linear=0
shrinkage=0.1


Tree=1863
num_leaves=31
num_cat=0
split_feature=3 1 6 3 0 5 5 5 5 4 2 3 4 2 1 2 3 0 4 1 0 0 1 5 5 5 0 5 5 5
split_gain=1.85114e+12 1.20197e+13 2.13934e+13 3.92445e+13 3.61973e+13 3.71624e+13 4.81306e+13 4.21461e+13 3.49802e+13 2.34536e+13 3.99528e+13 4.81918e+13 2.48025e+13 1.97069e+13 1.96891e+13 2.79872e+13 2.43265e+13 2.35519e+13 1.85397e+13 1.81338e+13 7.54335e+13 3.93068e+13 3.67496e+13 5.97387e+13 3.30361e+13 4.64132e+13 4.52344e+13 4.44499e+13 3.61279e+13 3.16417e+13
threshold=10.500000000000002 83.761389800000003 1.5000000000000002 16.500000000000004 56.093493200000005 91.050000000000011 110.05000000000001 132.05000000000004 38.455000000000005 4.5000000000000009 3.5000000000000004 16.500000000000004 3.5000000000000004 7.5000000000000009 91.398302750000013 3.5000000000000004 21.500000000000004 55.349623500000007 2.5000000000000004 83.026705000000007 54.978840000000005 55.078308950000007 83.093115700000013 95.020000000000024 123.15000000000002 100.05000000000001 54.811549550000009 112.04500000000002 82.00500000000001 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 8 5 -4 14 18 -3 10 -9 12 -12 -14 15 -7 17 -17 -8 -2 22 29 23 -21 25 28 -27 -28 -24 -22
right_child=1 2 4 -5 -6 6 7 9 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=50.97551337605023 -86.735709676435533 -2412.3214160375387 -668.89424590946464 230.86795319255427 -13439.548852612161 -14160.653025265958 64083.421735491072 -70365.013444010416 13178.313332861479 -41475.11410590278 -23799.920658255913 204965.08870738637 135340.37529296876 29456.252874599359 21567.596294251965 66246.825388438665 -18322.760697115384 157350.01267361111 -32759.61632598062 6928.7361838588931 -16912.933905265261 15140.702668473943 -1412.3066087426266 83208.705114055134 -49184.793596633812 19051.617084671281 195471.9775390625 8236.2199428013391 -24172.812542344946 -101253.41399305557
leaf_weight=2688514 1571270 1894 14871 11235 2004 47 21 24 5992 36 37 22 32 39 621 134 26 36 337 3266 3867 397 12113 106 149 236 32 21 740 45
leaf_count=2688514 1571270 1894 14871 11235 2004 47 21 24 5992 36 37 22 32 39 621 134 26 36 337 3266 3867 397 12113 106 149 236 32 21 740 45
internal_value=0 -84.0968 1687.73 4026.43 -757.618 803.187 16307 -6875.52 9433.87 31191.9 48179 70064 42584.2 77178.7 31010.7 55142.9 71761.6 85539.3 -27078.9 -125.724 -3046.82 -14840.5 2.99677 9326.62 -2362.46 -1831.6 37800.2 121284 -2722.72 -17883.1
internal_weight=0 1.62965e+06 37408 19121 18287 16283 1412 548 7886 190 154 130 108 71 864 243 196 170 358 1.59224e+06 20972 4309 16663 3372 13291 13142 289 53 12853 3912
internal_count=4318164 1629650 37408 19121 18287 16283 1412 548 7886 190 154 130 108 71 864 243 196 170 358 1592242 20972 4309 16663 3372 13291 13142 289 53 12853 3912
is_linear=0
shrinkage=0.1


Tree=1864
num_leaves=31
num_cat=0
split_feature=1 1 0 5 3 3 0 1 5 3 1 5 3 0 0 2 2 1 3 3 3 0 3 1 5 3 5 0 2 3
split_gain=1.85076e+12 2.39715e+13 2.81068e+13 3.53292e+13 3.5856e+13 9.74462e+13 4.96638e+13 4.8087e+13 4.85789e+13 3.16479e+13 2.81826e+13 2.70687e+13 4.71241e+13 4.21815e+13 3.05206e+13 2.95659e+13 2.64659e+13 2.63119e+13 4.20249e+13 3.21031e+13 2.83933e+13 2.70809e+13 2.58538e+13 3.2266e+13 3.56649e+13 2.55749e+13 2.51237e+13 2.40078e+13 3.45734e+13 2.39645e+13
threshold=82.970752000000019 82.964402850000013 54.943649450000002 58.005000000000003 12.500000000000002 15.500000000000002 55.02863030000001 82.966612450000014 51.815000000000005 5.5000000000000009 82.968597500000016 60.005000000000003 9.5000000000000018 54.947152850000002 55.078308950000007 4.5000000000000009 2.5000000000000004 82.968597500000016 17.500000000000004 22.500000000000004 25.500000000000004 55.046835900000012 7.5000000000000009 82.967723800000016 75.750000000000014 21.500000000000004 44.605000000000011 54.945175000000006 7.5000000000000009 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 9 -6 7 8 -7 -4 -3 12 -5 15 -13 -14 -15 18 21 -20 26 -8 -16 -24 -25 -10 -21 28 -17 -18
right_child=-2 2 3 11 5 6 17 -9 25 -11 -12 14 13 16 22 27 29 -19 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.7645210376973299 -154.84253120838727 -6214.3306968941597 -3981.0559530424639 -12144.657780885162 -41407.821616972476 928.2743630652335 133248.5969055176 -9524.9232855547943 30388.87763525391 4356.9763763001765 23213.569177564539 2339.4819597898218 23279.706377135815 4523.5586287025062 56323.032698567717 4598.1166695446091 47874.747694911108 -26176.784677945056 -10706.703555409607 15305.475261804226 -8382.2393248058506 36193.44205568132 -23114.041945437169 16115.320003903684 94837.923403930676 97898.661012620199 51560.620432331474 -4511.7701448391172 44018.055209847385 8302.4255791066225
leaf_weight=3598076 654853 5738 5649 712 654 816 32 6154 200 23445 345 12457 1176 278 168 853 739 197 710 1156 420 283 188 571 64 78 229 1429 301 193
leaf_count=3598076 654853 5738 5649 712 654 816 32 6154 200 23445 345 12457 1176 278 168 853 739 197 710 1156 420 283 188 571 64 78 229 1429 301 193
internal_value=0 27.6796 1927.47 2593.11 903.547 -3980.02 -1597.76 -6090.65 13227.9 2738.03 -4545.31 6128.12 11915.8 15363.4 3683.17 10136 31602.8 9160.25 11620.1 7307.44 14393.3 46053 20573.5 13275.9 24049.6 49330.5 21300 4151.88 14880.1 39680.1
internal_weight=0 3.66331e+06 65235 59152 40023 10929 10275 7248 1094 29094 6083 19129 5681 4969 13448 3759 1210 3027 2830 2515 1805 315 991 823 635 278 1385 2583 1154 932
internal_count=4318164 3663311 65235 59152 40023 10929 10275 7248 1094 29094 6083 19129 5681 4969 13448 3759 1210 3027 2830 2515 1805 315 991 823 635 278 1385 2583 1154 932
is_linear=0
shrinkage=0.1


Tree=1865
num_leaves=31
num_cat=0
split_feature=0 0 1 0 5 1 1 5 5 0 5 1 1 3 1 0 2 0 3 5 1 5 0 5 6 5 1 5 3 1
split_gain=1.88004e+12 1.43434e+13 3.0025e+13 3.65824e+13 2.85454e+13 2.15841e+13 5.8676e+13 3.50589e+13 4.20167e+13 3.40617e+13 3.3173e+13 2.99293e+13 7.82886e+13 5.06965e+13 5.67599e+13 3.38766e+13 3.22074e+13 3.05818e+13 5.29439e+13 5.43214e+13 3.01706e+13 3.01618e+13 2.95726e+13 2.90188e+13 2.85725e+13 2.82186e+13 2.51276e+13 2.50955e+13 3.42417e+13 2.50891e+13
threshold=54.762542150000009 54.947737500000009 83.140147550000009 54.934662400000008 46.405000000000008 37.998366300000008 38.151577750000008 177.02500000000003 128.92000000000004 54.934662400000008 35.710000000000008 49.323301500000007 44.660994650000006 11.500000000000002 38.422276900000007 54.940316550000006 4.5000000000000009 54.947152850000002 10.500000000000002 63.145000000000003 82.97193200000001 62.995000000000012 54.864040150000001 85.91500000000002 1.5000000000000002 95.020000000000024 43.048525950000005 62.995000000000012 5.5000000000000009 52.307266200000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 7 10 8 9 27 -7 12 13 15 -15 24 29 -18 19 21 -21 -19 -12 -24 -8 -25 -17 -2 -29 -13
right_child=1 -3 3 4 -6 6 11 -9 -10 -11 22 16 -14 14 -16 26 17 18 -20 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=102.81452874016844 -5167.3021452059393 23.618561987592201 -14671.49595845311 3641.8570829458572 29440.117621151505 -5951.0322602152655 -101044.78079044119 123478.92459077382 -122101.15975302419 8894.8608719723416 -31638.602761008522 12235.099553771041 -46199.74441734975 26738.575752397017 198452.48971946025 14360.682593895166 -1210.5622062522616 -4692.1510535564121 -23827.443772561852 62972.11699955778 8124.8265024280399 -20370.240245676268 18735.352300143415 99173.367596084776 -8824.488788515835 -9429.6979192560375 100040.38139880954 -41780.55427076247 -9788.3047353295624 471.55163191846952
leaf_weight=1259690 6229 2798789 443 796 930 695 34 21 31 1398 110 1848 508 154 22 185 131324 7451 1529 106 1863 1469 2083 87 2832 33 42 473 1143 95846
leaf_count=1259690 6229 2798789 443 796 930 695 34 21 31 1398 110 1848 508 154 22 185 131324 7451 1529 106 1863 1469 2083 87 2832 33 42 473 1143 95846
internal_value=0 -42.3461 -753.289 10963 17542.4 -851.973 -674.81 -5583.05 -5875.29 -5485.49 13206.9 -845.096 -9678.01 -4002.56 48202.8 -6973.18 -706.915 -1659.09 -6402.45 -3955.69 11077.5 -7274.11 18963.4 21490.1 -9918.52 69307.5 30213.3 -8048.1 -19152.4 694.073
internal_weight=0 3.05847e+06 259685 2169 1726 257516 248221 9295 9274 9243 3008 245213 3777 3269 176 3093 241436 143742 12418 10889 1969 8920 2313 2203 2866 120 227 7845 1616 97694
internal_count=4318164 3058474 259685 2169 1726 257516 248221 9295 9274 9243 3008 245213 3777 3269 176 3093 241436 143742 12418 10889 1969 8920 2313 2203 2866 120 227 7845 1616 97694
is_linear=0
shrinkage=0.1


Tree=1866
num_leaves=31
num_cat=0
split_feature=1 1 1 3 5 5 0 0 3 5 3 3 3 3 6 0 6 6 5 5 5 3 3 5 5 2 2 3 5 5
split_gain=1.90244e+12 1.61947e+13 3.01146e+13 5.69962e+13 6.04417e+13 8.91896e+13 5.49493e+13 2.15798e+14 7.45584e+13 1.02139e+14 9.94906e+13 5.60085e+13 9.37742e+13 5.29356e+13 5.22254e+13 5.15069e+13 1.30395e+14 7.91878e+13 8.63625e+13 5.04546e+13 4.75876e+13 4.45264e+13 6.14958e+13 8.9643e+13 4.05157e+13 5.38363e+13 4.08226e+13 3.66077e+13 3.41394e+13 3.35834e+13
threshold=61.880021000000006 65.565203050000022 65.551978750000004 23.500000000000004 82.00500000000001 87.395000000000024 57.157092150000004 57.147575200000006 10.500000000000002 86.02500000000002 16.500000000000004 19.500000000000004 16.500000000000004 9.5000000000000018 1.5000000000000002 57.117834900000013 1.5000000000000002 1.5000000000000002 67.990000000000023 120.05000000000001 137.05000000000004 14.500000000000002 9.5000000000000018 110.05000000000001 125.85000000000001 8.5000000000000018 10.500000000000002 13.500000000000002 112.04500000000002 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 29 -5 -6 7 13 -9 -10 27 12 14 15 -8 17 -17 -4 -19 -20 24 22 28 -24 -15 -26 -27 -11 -16 -2
right_child=1 -3 6 4 5 -7 11 8 9 10 -12 -13 -14 20 21 16 -18 18 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-41.263250845600965 -183.41898193096611 18.645736794391556 -47406.558864182698 14085.733009605327 222476.98420608111 39731.589143880206 25410.386716663859 24154.235510414175 48347.504749287873 163140.30112537203 77876.288319868603 -20932.659021183896 29768.192189891539 512.68007456226485 -9896.7755193704379 223189.34547413792 8885.8941103957059 -8081.5136783787457 166923.56359230325 22191.445967741936 -75511.31885368441 -23103.27824016384 11621.60615076505 224710.8721875 -17163.72091471354 219318.90138221157 53896.467879464297 301615.88026785717 -86496.560455729181 30430.124975653569
leaf_weight=3114505 48670 1137976 52 463 37 96 591 457 373 42 110 1170 1077 5679 1922 29 1355 61 108 31 81 1163 1531 20 48 26 35 35 60 361
leaf_count=3114505 48670 1137976 52 463 37 96 591 457 373 42 110 1170 1077 5679 1922 29 1355 61 108 31 81 1163 1531 20 48 26 35 35 60 361
internal_value=0 106.77 1633.55 415.617 31153.6 90570.5 5398 10898.5 54126.8 78586.5 138903 -823.857 2873.08 5040.69 -2605.65 20947.7 13376.4 62530 91113.5 134645 606.56 -6131.52 -544.721 14369.4 1671.79 62062.5 124404 226084 -12215.6 41.979
internal_weight=0 1.20366e+06 65683 49627 596 133 16056 8522 1017 560 187 7534 6364 7505 5287 1636 1384 252 200 139 5869 4696 3533 1551 5788 109 61 77 1982 49031
internal_count=4318164 1203659 65683 49627 596 133 16056 8522 1017 560 187 7534 6364 7505 5287 1636 1384 252 200 139 5869 4696 3533 1551 5788 109 61 77 1982 49031
is_linear=0
shrinkage=0.1


Tree=1867
num_leaves=31
num_cat=0
split_feature=5 0 0 3 3 5 2 3 3 1 1 5 4 2 1 1 3 2 5 4 2 3 0 2 0 0 2 1 3 5
split_gain=2.09509e+12 1.2816e+13 5.13755e+13 3.81438e+13 3.78277e+13 3.65446e+13 3.26999e+13 2.88415e+13 2.82806e+13 2.66453e+13 2.50787e+13 7.41583e+13 9.68482e+13 7.91826e+13 4.65469e+13 1.07699e+14 8.74559e+13 6.07459e+13 6.04778e+13 4.4921e+13 4.18192e+13 1.03744e+14 4.81472e+13 4.91322e+13 5.28829e+13 3.86452e+13 6.12286e+13 4.42823e+13 3.76001e+13 3.40231e+13
threshold=97.050000000000011 45.070824200000011 45.084117700000007 12.500000000000002 10.500000000000002 99.555000000000021 18.500000000000004 3.5000000000000004 23.500000000000004 39.011252750000004 39.007683500000006 101.05000000000001 4.5000000000000009 2.5000000000000004 39.047276750000002 39.032393150000004 9.5000000000000018 21.500000000000004 161.85000000000002 4.5000000000000009 13.500000000000002 16.500000000000004 45.029420750000007 16.500000000000004 45.040161900000008 44.732363600000006 10.500000000000002 38.950530550000003 8.5000000000000018 100.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 7 6 -2 -3 -8 -9 11 12 13 -7 15 17 -17 19 -18 -12 25 29 -23 24 -24 26 -15 -27 -21 -22
right_child=1 2 -4 -5 -6 10 8 9 -10 -11 14 -13 -14 20 -16 16 18 -19 -20 28 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=12.875225932551695 -15520.279576198382 56015.3310546875 -688.42600063993893 -66620.120001157789 71741.391722074462 -25502.075072872278 137355.37572537936 -68867.4652881238 4033.047749440263 -9181.2141952686106 -2167.474177684599 2898.1631204481564 240301.66845238098 85300.760896786785 2095.9948650586193 -157949.14982394368 -48715.581247173111 -91427.796549479172 96544.549495967745 122594.49095170455 244430.51253597863 -44991.362868514152 214190.61360294116 -93.111595394736852 39081.568258928572 -17210.570222077546 -81942.616500000004 33644.973380064352 5663.8403027343757 83294.035585937498
leaf_weight=4175500 1621 40 114604 194 47 264 26 129 41 178 1442 9495 21 176 12722 71 380 72 31 55 38 53 34 57 35 270 25 468 55 20
leaf_count=4175500 1621 40 114604 194 47 264 26 129 41 178 1442 9495 21 176 12722 71 380 72 31 55 38 53 34 57 35 270 25 468 55 20
internal_value=0 -376.833 -839.697 -30323.1 -12451 1563.99 -12690.6 -23854.6 55770.1 -34261.1 2497.19 6125.4 27099.2 23990 -183.59 -13954.2 -55463.5 -1634.29 -37759.2 2531.39 35100.4 72636 34974.8 68611.3 125367 25626.6 64499.3 15039.3 64129.2 188866
internal_weight=0 142664 115192 588 394 27472 1688 347 67 307 25784 10956 1461 1440 14828 2106 482 1624 411 1552 1176 237 179 126 69 939 201 738 110 58
internal_count=4318164 142664 115192 588 394 27472 1688 347 67 307 25784 10956 1461 1440 14828 2106 482 1624 411 1552 1176 237 179 126 69 939 201 738 110 58
is_linear=0
shrinkage=0.1


Tree=1868
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 1 3 5 0 0 0 3 3 0 2 1 1 0 3 0 1 3 1 1 3 5 3 3 1 6
split_gain=1.77296e+12 1.21314e+13 3.17556e+13 1.51924e+14 1.26228e+14 1.14726e+14 1.97149e+14 2.4633e+14 2.54721e+14 1.04437e+14 1.00687e+14 1.09883e+14 1.64312e+14 9.62924e+13 8.9033e+13 8.71436e+13 8.52935e+13 8.14222e+13 1.3771e+14 7.87169e+13 9.08644e+13 7.78785e+13 8.63196e+13 7.64645e+13 7.13298e+13 7.03365e+13 8.52769e+13 9.54375e+13 1.88379e+14 1.44489e+14
threshold=42.005000000000003 60.029906750000002 59.882016200000002 30.502469200000004 91.050000000000011 30.434657650000002 19.500000000000004 75.750000000000014 59.916647550000008 59.904813200000007 59.896318000000008 22.500000000000004 23.500000000000004 59.916647550000008 5.5000000000000009 30.451272450000005 30.578016350000002 59.950068600000009 13.500000000000002 59.904813200000007 30.468306550000005 5.5000000000000009 30.370618100000005 30.451272450000005 26.500000000000004 75.750000000000014 9.5000000000000018 7.5000000000000009 30.259484550000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 14 7 13 -9 16 -8 19 -13 15 21 -7 -5 -15 -19 20 -12 22 -4 -20 -16 -23 27 28 -27 -30
right_child=1 -3 3 4 -6 6 10 8 -10 -11 11 12 -14 17 24 -17 -18 18 23 -21 -22 25 -24 -25 -26 26 -28 -29 29 -31
leaf_value=83.481520861475602 -6.5375973348715988 1173.53846709461 4307.086680516566 -19086.484676327662 -75976.18165895433 49127.871943986873 -25556.290999826619 92014.937095460249 12532.095495359594 -6481.7698596963046 -28713.347875122927 65564.736220228966 2263.324039779015 -10411.617255972647 1580.4339272204827 13012.947044706176 -68802.937732836057 28850.729983623358 -48261.934508543294 -11276.07930549266 -164615.54470833333 -10260.077711766444 -11656.195915368105 10881.437155223006 -38121.599475725372 115417.29418191058 -8121.9015436034788 22210.876639437101 64292.563689943556 -19648.380193355464
leaf_weight=1600872 2507932 78791 14414 1050 325 819 2053 772 844 6144 143 484 2684 3260 46245 3627 514 1810 449 1544 75 25833 4428 426 457 123 7092 2605 227 2122
leaf_count=1600872 2507932 78791 14414 1050 325 819 2053 772 844 6144 143 484 2684 3260 46245 3627 514 1810 449 1544 75 25833 4428 426 457 123 7092 2605 227 2122
internal_value=0 -49.1825 -85.6954 -1606.14 -14928.6 -732.763 6412.26 14182.6 50502.9 -12354.6 -6948.51 800.335 11934.4 8534.07 -2043.14 19665.7 -35425.5 209.223 13104.5 -19218.2 -75468.7 -4701.01 555.605 -19467.6 1191.93 -7307.32 -1039.06 8854.88 -5219.71 -11536.6
internal_weight=0 2.71729e+06 2.6385e+06 130569 8033 122536 18990 12007 1616 7708 6983 4930 3168 10391 103546 4446 1564 5945 2685 1762 218 56844 18842 875 46702 38002 12169 5077 2472 2349
internal_count=4318164 2717292 2638501 130569 8033 122536 18990 12007 1616 7708 6983 4930 3168 10391 103546 4446 1564 5945 2685 1762 218 56844 18842 875 46702 38002 12169 5077 2472 2349
is_linear=0
shrinkage=0.1


Tree=1869
num_leaves=31
num_cat=0
split_feature=1 3 0 1 0 0 5 0 0 5 0 3 1 1 5 3 5 4 5 2 0 2 3 0 3 3 0 5 0 1
split_gain=2.07182e+12 2.31929e+13 2.26926e+13 3.26653e+13 9.13731e+13 3.50115e+14 1.56718e+14 1.2775e+14 2.62412e+14 1.59567e+14 9.23409e+13 8.1368e+13 2.73733e+14 1.29734e+14 1.17294e+14 1.82095e+14 8.73866e+13 8.15917e+13 1.01339e+14 7.40565e+13 7.1041e+13 6.94414e+13 6.27904e+13 6.18071e+13 6.16132e+13 5.86132e+13 5.47174e+13 5.4583e+13 5.32116e+13 9.48773e+13
threshold=37.855187800000003 32.500000000000007 44.678200800000006 37.752451500000006 55.657530000000008 55.518428350000008 64.805000000000021 55.801980100000009 55.784980300000008 73.010000000000005 55.793358600000012 14.500000000000002 37.832345550000007 37.777459000000007 75.015000000000015 16.500000000000004 35.505000000000003 2.5000000000000004 54.035000000000004 1.5000000000000002 55.719391050000006 1.5000000000000002 12.500000000000002 55.719391050000006 32.500000000000007 31.500000000000004 56.635684300000008 39.025000000000013 55.601678500000013 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 27 28 8 11 10 22 12 16 14 17 -16 -6 18 -13 -19 -20 -11 -10 -14 -21 -15 -9 -5 -7 -30
right_child=1 -3 3 4 7 6 -8 26 9 21 -12 13 23 25 15 -17 -18 19 20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4945.2162475159967 -49.95123040252367 7342.1709968215046 7.0194507901075403 -4205.284036937278 8930.9209909249021 -26292.177699826134 -57648.108240027555 -920.67216098668689 46786.600565956687 -18374.657976973685 19768.525884849856 10796.758780069284 72251.801606406458 7029.4980022979762 201063.93041087966 42873.879017545398 -11415.501660582797 -215459.29188988099 74945.344572451941 5562.3259578009547 26210.056731371034 126278.32927302003 125246.26217730979 26785.573366048742 -112100.2110745614 -17368.68875273503 -99038.769685444087 5858.4459507353968 10990.368882545139 -38569.147648587197
leaf_weight=8776 3225013 4250 1002134 7748 2919 2346 1171 19808 391 38 1813 3017 377 5729 81 716 7625 21 477 203 802 262 138 1445 57 1189 57 17704 1309 548
leaf_count=8776 3225013 4250 1002134 7748 2919 2346 1171 19808 391 38 1813 3017 377 5729 81 716 7625 21 477 203 802 262 138 1445 57 1189 57 17704 1309 548
internal_value=0 -40.2225 119.285 160.434 2131.71 -2102.17 -25295.3 4898.87 9338.36 39290.1 30494.4 6129.16 401.928 11890.9 23547.1 58950.9 -5782.8 17382.1 20796.8 -34822.8 44385.8 107956 67254.3 36193.2 -20232.9 2836.17 -1202.21 2794.88 -16281.5 -3634.63
internal_weight=0 3.22926e+06 1.0889e+06 1.08012e+06 77991 30826 5374 47165 27300 2642 2342 24658 12366 12292 5374 797 10544 4577 4296 281 1279 300 529 1822 260 6918 19865 25452 4203 1857
internal_count=4318164 3229263 1088901 1080125 77991 30826 5374 47165 27300 2642 2342 24658 12366 12292 5374 797 10544 4577 4296 281 1279 300 529 1822 260 6918 19865 25452 4203 1857
is_linear=0
shrinkage=0.1


Tree=1870
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 3 3 1 3 5 0 3 0 4 1 5 1 0 3 1 3 2 0 0 4 1 0 0 1
split_gain=1.97315e+12 2.43451e+13 5.99577e+13 1.52166e+14 1.27068e+14 1.84343e+14 1.46756e+14 1.71077e+14 1.00042e+14 9.1109e+13 8.89573e+13 8.16281e+13 8.537e+13 8.94172e+13 1.90996e+14 1.61818e+14 1.93574e+14 1.05346e+14 1.0121e+14 1.16916e+14 7.84666e+13 1.60484e+14 7.25821e+13 8.62659e+13 9.30423e+13 9.6324e+13 9.18207e+13 1.04985e+14 8.38358e+13 1.48584e+14
threshold=37.615058950000012 37.516458750000005 55.551692500000009 55.591389050000011 20.500000000000004 55.56564190000001 17.500000000000004 13.500000000000002 37.582182450000005 8.5000000000000018 38.610000000000007 55.784980300000008 2.5000000000000004 55.708120100000009 1.0000000180025095e-35 37.559851850000008 86.810000000000016 37.597123000000003 55.769960200000007 7.5000000000000009 37.597123000000003 6.5000000000000009 18.500000000000004 55.885524800000006 56.197733450000008 1.5000000000000002 37.533784800000006 56.320495600000008 55.795550600000006 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 7 8 -7 11 -4 12 -5 20 17 18 -17 -15 -16 -20 -14 -22 23 28 25 -25 27 -26 -11 -30
right_child=-2 2 3 9 -6 6 -8 -9 -10 22 -12 -13 13 14 15 16 -18 -19 19 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-55.24057789996872 -33.953481990628525 -2179.9190718723471 4981.0397228422626 -131710.27787828949 6405.8492154941787 17369.535755997476 96077.173700310203 -13148.011650841318 159177.49867382814 1511.6796681079481 97843.834707121365 1515.5963182052412 12227.653848647726 -24599.177894165041 31861.479979502168 72449.424940253768 -169083.80948988971 43365.523543421827 -10249.355846615894 -193858.23055245538 -14078.971871667898 -217878.25317950582 11812.216451703225 508.90077968787818 -140148.99208269818 24854.156532259061 -17243.219482310695 22762.766724669978 6059.0375701259145 -13499.033764506537
leaf_weight=770727 3448201 29396 126 38 2819 99 204 971 100 18484 569 6218 2204 800 783 1378 34 319 199 42 381 43 4807 2905 41 3689 2376 1124 5428 13659
leaf_count=770727 3448201 29396 126 38 2819 99 204 971 100 18484 569 6218 2204 800 783 1378 34 319 199 42 381 43 4807 2905 41 3689 2376 1124 5428 13659
internal_value=0 134.579 1608.83 3203.53 20218.7 39038.7 17809.6 4162.92 88629.8 1923.04 81008.3 9618.34 17717.2 18635.5 28975.1 44684.9 66633.5 -5224.08 14419.8 -42247.6 4648.74 -34747.3 100.224 -1079.91 7107.52 14128.8 -5967.42 17029.4 -3288.52 -7937.07
internal_weight=0 869963 99236 69840 4888 2069 1374 1170 199 64952 695 12439 6221 6183 3555 2436 1412 1119 1024 241 2628 424 52513 47706 10135 6594 3541 1165 37571 19087
internal_count=4318164 869963 99236 69840 4888 2069 1374 1170 199 64952 695 12439 6221 6183 3555 2436 1412 1119 1024 241 2628 424 52513 47706 10135 6594 3541 1165 37571 19087
is_linear=0
shrinkage=0.1


Tree=1871
num_leaves=31
num_cat=0
split_feature=3 0 0 2 2 5 5 3 4 3 0 5 1 5 5 1 1 0 0 1 0 1 1 3 3 1 1 3 0 5
split_gain=2.26441e+12 1.35398e+13 2.74079e+13 1.87653e+13 1.5298e+13 4.19909e+13 6.67068e+13 5.17919e+13 2.20349e+13 1.79312e+13 3.31881e+13 5.12772e+13 1.75733e+13 1.52894e+13 1.5147e+13 1.95124e+13 2.86522e+13 2.65314e+13 1.52236e+13 1.43225e+13 1.57034e+13 1.42e+13 4.22168e+13 2.25398e+13 1.89409e+13 4.75522e+13 2.89235e+13 4.53929e+13 2.38496e+13 2.25138e+13
threshold=28.500000000000004 55.885524800000006 56.802385350000009 5.5000000000000009 4.5000000000000009 66.990000000000023 69.015000000000015 30.500000000000004 1.5000000000000002 31.500000000000004 55.834684950000003 35.305000000000007 37.39371280000001 110.05000000000001 57.995000000000012 37.712318250000003 37.559851850000008 55.806974650000008 55.518428350000008 37.362912300000012 55.806974650000008 30.578016350000002 56.135466100000009 35.500000000000007 31.500000000000004 60.628582700000003 60.611165000000007 29.500000000000004 56.819808050000006 43.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 13 -4 5 9 7 -7 -8 10 19 -12 -10 -3 18 16 -16 -18 -11 -2 -21 23 -23 -5 25 26 27 29 -27 -24
right_child=1 2 3 21 -6 6 8 -9 12 14 11 -13 -14 -15 15 -17 17 -19 -20 20 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=6.5342596920074829 49318.599900599889 -11116.419188313912 -12220.031060084422 -13945.637329009201 -426.35127071193239 206591.93743106618 -83794.658854166672 50645.718434758775 110291.15997023811 -47233.385266426281 -59232.930223214295 88661.572601232401 17021.849957263898 76550.834609375001 1797.9655310997598 18509.996667384352 -154190.12209051725 -33511.423070790821 16578.050624249892 -18080.036863037563 -68747.587171648556 116245.29696691176 18338.283640950522 40825.426514260173 -95.14434977478976 89507.014868164071 -30865.117065569197 34173.564121093754 19040.571915003766 -33955.957693090939
leaf_weight=4283289 28 3745 1002 793 22516 34 21 57 21 39 35 71 531 20 104 127 29 49 904 539 69 34 135 83 2836 114 175 470 83 211
leaf_count=4283289 28 3745 1002 793 22516 34 21 57 21 39 35 71 531 20 104 127 29 49 904 539 69 34 135 83 2836 114 175 470 83 211
internal_value=0 -802.527 -3976.6 256.565 420.628 7595.42 29376.4 108911 16745.3 342.356 -11975.7 39828.5 20570.1 -10650.7 7642.68 -11572.2 -32563.7 -78379.1 13939 -20609.8 -23830.1 2790.32 5282.85 -8756.14 4345.3 14945.5 6025.37 13936.9 59818.1 -13552.1
internal_weight=0 34875 9701 5936 25174 2658 664 91 573 1994 742 106 552 3765 1252 309 182 78 943 636 608 4934 4058 876 4024 1188 991 816 197 346
internal_count=4318164 34875 9701 5936 25174 2658 664 91 573 1994 742 106 552 3765 1252 309 182 78 943 636 608 4934 4058 876 4024 1188 991 816 197 346
is_linear=0
shrinkage=0.1


Tree=1872
num_leaves=31
num_cat=0
split_feature=0 6 3 3 0 1 1 0 5 0 3 2 5 1 1 2 0 5 5 1 3 3 1 5 4 5 5 5 1 1
split_gain=2.05837e+12 1.89828e+13 3.6619e+13 4.37546e+13 9.63531e+13 1.21397e+14 2.06814e+14 8.65888e+13 1.43017e+14 1.17049e+14 1.13387e+14 9.14014e+13 8.28509e+13 8.43919e+13 8.11454e+13 8.05616e+13 8.84972e+13 9.13368e+13 1.40253e+14 8.61876e+13 7.91086e+13 8.20423e+13 7.93212e+13 1.37556e+14 1.30356e+14 9.14938e+13 3.06439e+14 1.29806e+14 7.75968e+13 7.63721e+13
threshold=57.581016350000006 1.5000000000000002 5.5000000000000009 9.5000000000000018 59.982527000000012 30.332994000000003 30.305955500000003 59.853570100000006 67.990000000000023 59.846652800000008 7.5000000000000009 1.5000000000000002 36.005000000000003 30.243224600000001 30.323743050000001 3.5000000000000004 59.932719750000011 61.405000000000008 61.020000000000003 30.278357500000002 8.5000000000000018 6.5000000000000009 30.259484550000003 79.730000000000018 2.5000000000000004 92.035000000000011 80.815000000000012 100.05000000000001 30.315880100000005 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 9 12 -4 -11 -10 -9 -14 20 -15 19 18 29 -17 21 -13 23 -22 28 26 -26 -27 -24 -18
right_child=1 -3 3 -5 5 -7 -8 8 11 10 -12 14 13 15 -16 16 17 -19 -20 -21 22 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-27.583773123529593 4440.8302695834091 580.21602760939834 -5394.1098588275627 -397.98400066785229 -29908.108245492414 -7529.0234675321062 -152143.28188535394 -36808.80406133517 135093.81240808824 -127004.64890391793 -28078.864326441399 132460.63959216102 -91698.448296874994 -15758.863038604723 -7078.7099814557023 -104777.39954568614 18406.399540364582 -57718.753243215469 223249.40278825432 34457.750920544568 -159844.2994980923 12608.336206881242 163073.68571602961 52796.773179274343 129220.14170681425 192832.64932002316 -234013.97304687501 3236.0123996559632 60176.444239783661 -24610.717825784122
leaf_weight=3723780 13402 391117 9830 166425 833 1999 166 721 68 134 856 59 100 1849 940 46 1050 266 29 1326 43 1787 168 104 45 54 48 109 130 680
leaf_count=3723780 13402 391117 9830 166425 833 1999 166 721 68 134 856 59 100 1849 940 46 1050 266 29 1326 43 1787 168 104 45 54 48 109 130 680
internal_value=0 172.811 -611.1 -967.7 -5012.71 -21754.4 -50219.5 -2557.39 4344.21 -8694.85 -41468.8 20271 -4988.2 -696.65 18031.9 1038.04 10180.7 -3104.95 5153.87 29789.5 27299.2 16438.9 55898.4 -9404.36 73226.1 20890.3 -58255.5 66047.2 118186 1497.94
internal_weight=0 594384 203267 189865 23440 2998 999 20442 9622 10820 990 3555 6067 5346 3487 5246 3397 2025 1759 1372 2547 1846 701 147 554 256 93 163 298 1730
internal_count=4318164 594384 203267 189865 23440 2998 999 20442 9622 10820 990 3555 6067 5346 3487 5246 3397 2025 1759 1372 2547 1846 701 147 554 256 93 163 298 1730
is_linear=0
shrinkage=0.1


Tree=1873
num_leaves=31
num_cat=0
split_feature=1 0 4 5 1 0 0 3 5 0 5 0 0 2 3 0 2 5 3 5 3 5 0 5 0 1 5 4 5 2
split_gain=2.13932e+12 1.5614e+13 4.68748e+13 9.87923e+13 1.29934e+14 9.72371e+13 1.21519e+14 6.5622e+13 9.68599e+13 4.65035e+13 4.10955e+13 3.89517e+13 7.21186e+13 6.17527e+13 5.20525e+13 4.47209e+13 5.01647e+13 4.44884e+13 3.92374e+13 3.7582e+13 7.93857e+13 4.88536e+13 4.57246e+13 4.62666e+13 4.12105e+13 3.51594e+13 6.61523e+13 6.15166e+13 5.56777e+13 3.91387e+13
threshold=30.207352000000004 54.725565150000001 2.5000000000000004 72.010000000000005 30.160599000000001 59.846652800000008 54.943649450000002 8.5000000000000018 92.035000000000011 54.940316550000006 57.705000000000005 59.834458500000004 59.932719750000011 12.500000000000002 24.500000000000004 60.003414000000006 15.500000000000002 90.015000000000015 15.500000000000002 104.75000000000001 24.500000000000004 109.05000000000001 54.736324100000012 142.05000000000004 59.990816400000007 28.619594500000002 123.15000000000002 3.5000000000000004 177.02500000000003 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 9 10 11 -5 -4 -9 17 14 -14 18 -17 -13 -15 20 24 -21 23 -23 -10 26 -12 -27 29 -28
right_child=-2 2 7 4 -6 -7 -8 8 19 -11 25 12 13 15 -16 16 -18 -19 -20 21 -22 22 -24 -25 -26 27 28 -29 -30 -31
leaf_value=-1945.8615500784845 -10.139444723209484 710.93504681608317 17337.347269896873 -14035.68254639 -79051.114495382993 16677.757401933133 -79650.978246348008 29871.538967829896 -18488.12497860855 89571.744531250006 12096.109362493484 1445.852143443436 19071.981145168291 40728.365031550486 136601.65863381411 110045.8320991848 -90927.544386574082 68706.801254212623 148388.76581427193 43529.808975630964 -135306.27604403411 187824.1998511905 -19440.23778805586 18862.197331646126 45592.030554969038 -16131.609453051486 -68242.924125658974 20009.024390873517 63052.604613281255 23075.455042766705
leaf_weight=20264 4230377 50024 1038 744 327 767 338 2000 1047 46 2038 2739 1116 52 39 23 27 102 97 282 55 21 487 71 111 3020 246 558 50 58
leaf_count=20264 4230377 50024 1038 744 327 767 338 2000 1047 46 2038 2739 1116 52 39 23 27 102 97 282 55 21 487 71 111 3020 246 558 50 58
internal_value=0 488.611 1219.21 -205.534 -20838.1 -10792.8 -29471.9 6091.7 12125.3 -8002.85 -1027.56 18387.5 12912.4 31905 23040.5 83354.8 1520.21 3860.71 110816 -6579.88 -17921 9397.83 -7226.03 57429.6 -12345.7 -4220.65 5165.18 -10495.4 -34736.6 -50820.3
internal_weight=0 87787 67523 52246 2222 1895 1128 15277 8269 790 7008 6195 4195 1354 1155 199 50 2841 149 2074 1213 861 579 92 1158 5970 2392 3578 354 304
internal_count=4318164 87787 67523 52246 2222 1895 1128 15277 8269 790 7008 6195 4195 1354 1155 199 50 2841 149 2074 1213 861 579 92 1158 5970 2392 3578 354 304
is_linear=0
shrinkage=0.1


Tree=1874
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 3 1 3 3 1 5 1 5 3 1 1 1 5 5 2 1 1 1 5 1 3 0 0 0 5
split_gain=2.19191e+12 2.02522e+13 4.50667e+13 3.21117e+13 3.67406e+13 4.61139e+13 3.70187e+13 3.49498e+13 3.1592e+13 2.93586e+13 3.92011e+13 3.36101e+13 2.88398e+13 3.08967e+13 4.59206e+13 3.67745e+13 3.14334e+13 2.84308e+13 2.71997e+13 2.56642e+13 2.34372e+13 6.09673e+13 5.00507e+13 3.1895e+13 2.63873e+13 2.42065e+13 2.27571e+13 2.2231e+13 3.07678e+13 4.49466e+13
threshold=55.416472000000006 55.299834250000011 55.212972300000011 37.767735350000002 19.500000000000004 18.500000000000004 37.487839250000007 4.5000000000000009 24.500000000000004 37.597123000000003 68.52500000000002 37.737121850000008 93.00500000000001 3.5000000000000004 38.096381250000007 37.792847950000002 61.284352600000013 79.010000000000005 50.410000000000004 6.5000000000000009 86.067573200000012 50.388877400000005 84.920232800000022 24.010000000000002 49.323301500000007 12.500000000000002 55.388132500000005 55.388132500000005 55.349623500000007 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 18 -5 12 -3 -11 -12 13 14 15 -4 -15 -8 -7 -19 21 24 -23 -22 -9 26 -24 28 -25 -30
right_child=-2 3 8 7 -6 6 17 20 -10 10 11 -13 -14 16 -16 -17 -18 19 -20 -21 23 22 25 27 -26 -27 -28 -29 29 -31
leaf_value=62.907311615139498 -76.176835319194154 6637.3703367703529 -4261.1075182574732 8146.4118405529143 119336.05501077588 -17141.711199079244 -23846.635718753565 65.635682287657659 40430.985533293671 20974.927019244296 174465.50044981061 25507.55551060268 -43649.251279620737 -13703.442292813139 26.016597774868458 66452.739713062969 -3620.7749587331127 -4179.6139880952387 145806.41398437502 -137151.56504230906 -20486.7712781954 -25721.419513134329 15326.866451670823 2518.5053158117526 76761.404184027779 43052.239474516369 -10547.454740328356 -7046.7792129973386 8909.5817829351108 43360.294929644893
leaf_weight=2239643 2014820 9771 115 5359 29 21 274 14344 151 479 33 28 196 4499 1945 204 9887 21 20 47 558 1843 412 7332 45 105 1943 1570 2003 467
leaf_count=2239643 2014820 9771 115 5359 29 21 274 14344 151 479 33 28 196 4499 1945 204 9887 21 20 47 558 1843 412 7332 45 105 1943 1570 2003 467
internal_value=0 66.6347 23.9765 2127.79 6931.02 6626.2 -27445.7 696.34 -5105.82 7891.8 30589.9 106091 -5513.99 -5065.07 5793.7 40960.3 -6773.97 -38210.2 62345.2 -96086.7 -607.459 -2817.64 -13261.2 2855.47 305.493 -3926.24 -6020.82 4000.83 5770.34 15423.1
internal_weight=0 2.30334e+06 2.25664e+06 46704 10723 10694 383 35981 16997 10311 540 61 16846 16650 2264 319 14386 342 41 68 30622 18692 4303 11930 14389 2460 2355 11372 9802 2470
internal_count=4318164 2303344 2256640 46704 10723 10694 383 35981 16997 10311 540 61 16846 16650 2264 319 14386 342 41 68 30622 18692 4303 11930 14389 2460 2355 11372 9802 2470
is_linear=0
shrinkage=0.1


Tree=1875
num_leaves=31
num_cat=0
split_feature=5 1 1 3 0 0 4 3 5 5 5 1 1 0 5 0 0 5 5 2 1 5 2 5 2 4 5 3 3 0
split_gain=2.02114e+12 1.50063e+13 4.50667e+13 1.06447e+14 8.09377e+13 7.47332e+13 5.10146e+13 8.6759e+13 5.45778e+13 4.71468e+13 4.51601e+13 4.25447e+13 3.72582e+13 1.62274e+14 4.95169e+13 4.81522e+13 9.16795e+13 5.79153e+13 8.62979e+13 4.37571e+13 4.94911e+13 8.75335e+13 4.18076e+13 4.87532e+13 4.04431e+13 3.65197e+13 3.56675e+13 3.43883e+13 3.31871e+13 5.68514e+13
threshold=88.015000000000015 37.832345550000007 37.869926150000005 11.500000000000002 55.645049100000001 55.628356700000005 3.5000000000000004 16.500000000000004 123.15000000000002 107.05000000000001 92.035000000000011 37.889331900000009 37.712318250000003 55.924336300000007 104.75000000000001 55.601678500000013 55.664473600000008 102.01000000000001 93.00500000000001 7.5000000000000009 37.792847950000002 95.020000000000024 1.5000000000000002 95.020000000000024 9.5000000000000018 3.5000000000000004 91.050000000000011 24.500000000000004 16.500000000000004 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 5 -5 -3 8 -8 10 -9 27 -4 -2 15 25 -14 17 18 24 22 -21 -22 23 -18 -17 -15 -13 -6 -12 -30
right_child=1 2 11 4 6 -7 7 9 -10 -11 28 26 13 14 -16 16 19 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=16.28855870534403 323.23590210903296 -69736.026733993902 24391.972804717792 -108330.69828125002 -24515.677414480451 81209.370316668254 -49653.364094195451 129157.61809895834 63318.342097848363 22064.907243585152 -5608.9004962565105 -4177.2509871441434 3734.7839649818316 -61622.54389267668 -180469.84502840909 90854.517347490037 -135733.798125 162857.81699683782 7877.467523325091 -6576.106990511742 171503.87710069446 -14355.949400592672 38239.29286494344 13749.421197509766 252684.35641983699 79569.056523437495 -94.616697286299143 44432.348649878644 -69413.314043670252 26484.193554687503
leaf_weight=4086520 61263 41 677 110 243 164 114 66 61 109 150 25332 2272 218 33 47 30 63 139 845 45 58 913 80 23 20 137826 103 529 70
leaf_count=4086520 61263 41 677 110 243 164 114 66 61 109 150 25332 2272 218 33 47 30 63 139 845 45 58 913 80 23 20 137826 103 529 70
internal_value=0 -287.353 -795.671 -16712.3 -25641.7 51020.3 -19347 18231.8 -28741.7 62454.2 -33870.2 -624.686 987.078 9484.57 -65674.7 13995.8 24389.5 78812.2 53477.8 16879.1 1401.07 66844.9 31222.3 -27018.7 144027 -49757.7 -728.489 -3990.69 -47673 -58206.6
internal_weight=0 231644 165595 1760 1555 205 1445 289 1156 175 1095 163835 66049 4786 271 4515 2243 272 209 1971 948 103 1023 110 70 238 163158 346 749 599
internal_count=4318164 231644 165595 1760 1555 205 1445 289 1156 175 1095 163835 66049 4786 271 4515 2243 272 209 1971 948 103 1023 110 70 238 163158 346 749 599
is_linear=0
shrinkage=0.1


Tree=1876
num_leaves=31
num_cat=0
split_feature=3 5 5 1 0 3 0 3 1 0 1 1 2 0 1 1 0 0 2 5 3 0 0 0 2 3 2 1 0 0
split_gain=2.03824e+12 1.32441e+13 3.12832e+13 2.64227e+13 2.20124e+13 2.18899e+13 6.62827e+13 3.61611e+13 5.69805e+13 5.43418e+13 4.27612e+13 4.13711e+13 3.86992e+13 5.91793e+13 5.85899e+13 8.13652e+13 6.4267e+13 9.29156e+13 7.08443e+13 5.82666e+13 5.21967e+13 3.65465e+13 3.54824e+13 4.33477e+13 6.4216e+13 3.53683e+13 3.31167e+13 4.41441e+13 5.73754e+13 6.93243e+13
threshold=9.5000000000000018 177.02500000000003 150.04500000000004 83.761389800000003 56.009576300000013 20.500000000000004 56.863241500000008 16.500000000000004 37.855187800000003 45.029420750000007 60.58031445000001 49.111504200000006 7.5000000000000009 43.592450450000008 49.073956850000009 55.957851400000003 56.838612000000005 57.147575200000006 9.5000000000000018 161.85000000000002 10.500000000000002 55.078308950000007 57.147575200000006 56.852744000000008 3.5000000000000004 10.500000000000002 14.500000000000002 38.969379750000009 45.053747000000008 45.063245200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 8 -4 -9 11 -11 13 20 21 19 18 -18 25 -16 -10 26 23 -15 -25 -17 27 -14 -29 -30
right_child=1 -3 3 4 -6 6 -8 9 12 10 -12 -13 14 22 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-76.11628296016373 67.048389462046131 6533.688630528417 31007.179472913238 72642.480587635873 -26658.100147964014 15984.622712209382 -90487.0249188702 43104.210472972976 163651.75279017858 -52348.255799630977 -8860.1520097711109 -141118.824375 94430.430747427599 -34787.899129137921 46798.017356418917 10478.68306966146 175594.74205163046 -74272.045596590906 -44005.494597246005 240002.46846064815 -21979.294156901044 -94354.715749547118 39808.205262382078 24798.594419642861 -152355.97775364926 133775.72697368421 -85786.184940011168 -59668.682001616377 154631.43906249999 -12975.809639756946
leaf_weight=1938624 2373030 3158 304 69 33 582 65 74 28 273 178 65 41 607 37 60 46 22 219 27 33 69 53 28 76 38 56 145 34 90
leaf_count=1938624 2373030 3158 304 69 33 582 65 74 28 273 178 65 41 607 37 60 46 22 219 27 33 69 53 28 76 38 56 145 34 90
internal_value=0 62.0123 53.4121 -9600.35 40515.8 -11173.2 5288.09 -15264.8 -8883.86 -37035.9 -48528.9 -69419.5 -15979.7 -31556.6 -1442.54 23897.5 6541.22 94755.5 -12381.7 128306 63228.4 -27598.1 -39124.5 -45008.4 -104661 58287.7 -15012.8 -2227.95 -16960.3 32981
internal_weight=0 2.37954e+06 2.37638e+06 3352 102 3250 647 2603 2013 590 516 338 1709 825 884 449 385 68 317 64 61 435 764 711 104 98 366 310 269 124
internal_count=4318164 2379540 2376382 3352 102 3250 647 2603 2013 590 516 338 1709 825 884 449 385 68 317 64 61 435 764 711 104 98 366 310 269 124
is_linear=0
shrinkage=0.1


Tree=1877
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 5 4 5 5 2 3 5 3 0 3 0 2 3 5 0 6 6 0 3 3 0 3 5 6 5
split_gain=1.93193e+12 3.78248e+13 8.21056e+13 1.35653e+14 8.40171e+13 6.43166e+13 5.78478e+13 7.03779e+13 5.47101e+13 6.98852e+13 1.18743e+14 5.54345e+13 4.29202e+13 1.45397e+14 4.07945e+13 3.95736e+13 3.09272e+13 2.92662e+13 1.2689e+14 5.16703e+13 5.18477e+13 4.82049e+13 5.24306e+13 5.16109e+13 5.74591e+13 4.49164e+13 4.20842e+13 3.41115e+13 3.29117e+13 3.78176e+13
threshold=49.111504200000006 49.148175700000003 55.820531900000013 55.769960200000007 1.5000000000000002 57.405000000000008 1.5000000000000002 75.015000000000015 55.405000000000008 5.5000000000000009 9.5000000000000018 51.405000000000008 20.500000000000004 55.784980300000008 12.500000000000002 55.793358600000012 17.500000000000004 11.500000000000002 110.05000000000001 55.795550600000006 1.5000000000000002 1.5000000000000002 55.784980300000008 7.5000000000000009 6.5000000000000009 55.812836050000008 17.500000000000004 71.715000000000018 1.5000000000000002 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 16 8 7 -7 11 -10 -11 -5 17 -14 -6 -13 -4 21 25 -20 -21 23 -23 24 -8 26 -19 -28 -27 -30
right_child=1 -3 4 5 14 6 12 -9 9 10 -12 15 13 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=-58.933444315433817 -7410.197183284813 34.044695742187017 25905.089917198391 6678.3696053291733 -3708.7593172077377 54408.137658349158 66981.413782429241 230037.28469827585 21466.756783075747 -186914.09238911292 -975.33407061688308 81088.554837069678 196341.31432291667 -10811.472431352404 -26564.835921556394 18435.404054354778 122645.74734375 78677.89868815105 -164039.89849137934 -116855.29598958335 45076.309872541759 -1228.0526408157455 33246.383262310606 -40880.359778225808 221758.1673891129 11740.714973530017 291632.17531249998 114802.14986979168 49834.827812948992 130403.41378645835
leaf_weight=2430983 2864 1870817 592 2545 5229 107 106 29 115 62 77 182 36 576 918 226 35 105 29 30 58 727 1122 31 31 152 20 24 261 75
leaf_count=2430983 2864 1870817 592 2545 5229 107 106 29 115 62 77 182 36 576 918 226 35 105 29 30 58 727 1122 31 31 152 20 24 261 75
internal_value=0 75.9155 4862.8 10816.1 -3565.28 18577 27912.2 91858.5 8333.61 -36201.2 -83912 12164.2 25341.5 1373.99 -7122.11 46383.6 31305.3 30634.9 47443.5 -48276.8 -10127.6 24351.5 19691.5 75638.3 102004 65024.8 113081 195179 50351.9 67818.9
internal_weight=0 1.88718e+06 16364 9590 6774 6726 3519 136 3207 254 139 2953 3383 612 6147 408 627 2771 754 117 88 2017 1849 168 137 637 149 44 488 336
internal_count=4318164 1887181 16364 9590 6774 6726 3519 136 3207 254 139 2953 3383 612 6147 408 627 2771 754 117 88 2017 1849 168 137 637 149 44 488 336
is_linear=0
shrinkage=0.1


Tree=1878
num_leaves=31
num_cat=0
split_feature=5 0 0 2 0 3 3 2 1 5 5 5 1 1 1 5 4 0 3 2 2 0 0 1 1 5 5 2 5 5
split_gain=2.00447e+12 9.87124e+12 2.67126e+13 7.56085e+13 5.90086e+13 5.69178e+13 4.80387e+13 5.98797e+13 3.83956e+13 2.97208e+13 2.78639e+13 2.71848e+13 3.89039e+13 3.49065e+13 2.56978e+13 3.2976e+13 3.90456e+13 2.40546e+13 2.58281e+13 3.33573e+13 4.26039e+13 6.48336e+13 4.2899e+13 4.23626e+13 4.66614e+13 3.84391e+13 3.66462e+13 3.12587e+13 4.47762e+13 2.90578e+13
threshold=100.05000000000001 45.070824200000011 50.565831500000009 20.500000000000004 47.249522000000006 24.500000000000004 14.500000000000002 12.500000000000002 44.005491150000005 105.35000000000001 102.01000000000001 118.33500000000002 39.694727950000008 39.726951800000002 39.739656000000004 112.04500000000002 3.5000000000000004 45.112033650000008 5.5000000000000009 4.5000000000000009 3.5000000000000004 47.236539400000005 45.133160800000006 39.739656000000004 39.767857750000005 177.02500000000003 123.15000000000002 1.5000000000000002 177.02500000000003 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 17 6 7 8 11 10 -8 -6 -13 -14 15 16 -11 -3 27 20 21 -20 -22 26 -25 -24 -21 28 -19 -29
right_child=1 2 -4 -5 5 -7 9 -9 -10 14 -12 12 13 -15 -16 -17 -18 18 19 23 22 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=11.460281063388345 1470.4691768851419 -14883.016423263107 -404.76759294732778 72181.005600751465 -11180.178736894359 109373.16925403227 -61792.673103151486 148254.24005681821 20573.665252655483 -73266.930301878179 30065.275755208335 -110916.09100040584 11634.293002136752 -57456.513910506808 -28403.180232625935 -114196.04892182222 59247.913494001121 -3271.6245025224216 -5759.2504754381207 -4334.7080697403699 199523.79554687502 117186.96542968751 32997.991064936577 -74558.908144664121 826.28532780472949 172193.01937144887 29944.819682814159 -15902.574373316847 100591.54333448224 -77227.862530723316
leaf_weight=4199349 22701 1209 89768 118 451 31 59 22 203 108 75 77 117 195 134 148 28 223 403 923 20 48 202 147 186 22 471 586 51 89
leaf_count=4199349 22701 1209 89768 118 451 31 59 22 203 108 75 77 117 195 134 148 28 223 403 923 20 48 202 147 186 22 471 586 51 89
internal_value=0 -405.048 -848.023 -7118.13 -8620.59 -24847.6 -27420.8 -15011.8 -18455.6 -51362 -10379.6 -27887.6 -47258 -31547.5 -64499.8 -81531.3 -45984.5 -2781.71 1558.39 7037.54 25537.1 7325.93 59198 -407.294 -32451.9 46668.9 7247.54 -12425.3 16060.6 -23988.4
internal_weight=0 118815 96114 6346 6228 1648 1617 1065 1043 552 134 840 389 312 418 284 136 4580 3371 2422 695 451 244 1727 333 224 1394 949 274 675
internal_count=4318164 118815 96114 6346 6228 1648 1617 1065 1043 552 134 840 389 312 418 284 136 4580 3371 2422 695 451 244 1727 333 224 1394 949 274 675
is_linear=0
shrinkage=0.1


Tree=1879
num_leaves=31
num_cat=0
split_feature=2 0 5 3 5 2 0 5 5 0 0 5 1 5 0 5 1 1 1 6 1 1 1 0 0 1 3 0 1 5
split_gain=1.98078e+12 1.62013e+13 5.19315e+13 6.06329e+13 2.0676e+13 1.50871e+13 1.85068e+13 3.9335e+13 4.80711e+13 4.39561e+13 3.63091e+13 3.26345e+13 3.92096e+13 3.13668e+13 2.91144e+13 3.91696e+13 2.55204e+13 4.07364e+13 3.16415e+13 3.68298e+13 2.44181e+13 2.37888e+13 2.27262e+13 8.98549e+13 2.25377e+13 2.20983e+13 2.19314e+13 4.7998e+13 3.10198e+13 1.75055e+13
threshold=19.500000000000004 43.592450450000008 110.05000000000001 24.500000000000004 51.405000000000008 20.500000000000004 55.695992150000002 125.85000000000001 120.05000000000001 51.636650050000007 45.053747000000008 112.04500000000002 41.950906500000009 69.610000000000014 55.68356880000001 73.995000000000019 65.520339550000017 60.601268000000012 60.628582700000003 1.5000000000000002 39.080602550000002 37.39371280000001 65.610478850000007 57.157092150000004 55.043101600000007 37.582182450000005 20.500000000000004 55.769960200000007 37.642309100000013 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 11 10 20 14 -13 26 -3 -16 17 21 19 -19 -9 -15 23 -18 -11 -23 27 28 -8 -27
right_child=1 5 -4 -5 -6 -7 13 9 -10 24 -12 12 -14 16 15 -17 22 18 -20 -21 -22 25 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=10.401902087865757 17958.943489583336 -4525.2607295596927 -88024.421763392864 -72704.726855468747 132093.24625 139.75981682309927 126423.44875578705 -93640.865570175447 120943.1796875 -204471.29010416669 64813.877113970593 -148529.44983258931 4623.2158691406248 -191.66921355600016 -21928.934373750464 -142778.80344238281 264000.26205357141 -38765.470711096939 -2921.6624152417453 -189967.43216145833 28426.554797894027 46281.782888140006 19882.557265878655 -7610.6462823275861 -65944.479076086951 10094.24442192477 -4242.7329984137386 1970.991709684653 28082.383054786391 82500.793208705363
leaf_weight=4218655 21 8516 28 25 65 78856 54 57 30 24 34 35 32 863 127 34 21 49 106 24 23 280 77 29 23 726 8598 638 79 35
leaf_count=4218655 21 8516 28 25 65 78856 54 57 30 24 34 35 32 863 127 34 21 49 106 24 23 280 77 29 23 726 8598 638 79 35
internal_value=0 -440.986 33675.5 64374.6 104223 -488.708 -2904.54 -6323.78 -5424.99 -55304.8 -21754.8 -5858.55 -75381.9 -266.075 -5321.72 -47450 10450.3 7796.93 -37812.4 -88475.7 -58546.5 12084.8 53970.5 106466 -136682 22262.1 -2793.91 13363 68010.3 13424.4
internal_weight=0 99509 139 111 86 99370 20514 8935 8774 161 114 8744 67 11579 8677 161 2210 2083 179 73 80 1904 127 50 47 1041 9369 771 133 761
internal_count=4318164 99509 139 111 86 99370 20514 8935 8774 161 114 8744 67 11579 8677 161 2210 2083 179 73 80 1904 127 50 47 1041 9369 771 133 761
is_linear=0
shrinkage=0.1


Tree=1880
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 5 5 5 5 6 3 3 3 5 2 3 2 2 5 5 5 3 5 3 3 5 3 1 5
split_gain=1.96527e+12 1.41033e+13 2.29778e+13 6.09257e+13 5.76194e+13 5.60354e+13 4.65066e+13 3.59338e+13 6.61397e+13 3.34059e+13 3.09382e+13 3.29146e+13 3.81951e+13 2.92211e+13 3.62638e+13 2.56076e+13 3.13391e+13 2.23542e+13 2.20585e+13 3.45684e+13 3.31016e+13 2.48529e+13 2.12428e+13 1.96746e+13 1.955e+13 2.12225e+13 3.07545e+13 1.91332e+13 1.88513e+13 1.83126e+13
threshold=54.762542150000009 54.736324100000012 38.891822450000006 56.022377500000012 4.5000000000000009 94.040000000000006 69.015000000000015 96.015000000000015 99.555000000000021 107.05000000000001 1.5000000000000002 9.5000000000000018 25.500000000000004 5.5000000000000009 93.00500000000001 3.5000000000000004 6.5000000000000009 2.5000000000000004 6.5000000000000009 128.92000000000004 114.05000000000001 125.85000000000001 2.5000000000000004 150.04500000000004 32.500000000000007 24.500000000000004 52.990000000000002 3.5000000000000004 83.053286850000021 30.025000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 7 10 17 -3 -9 28 24 22 -13 14 -8 -11 -17 -6 19 20 -15 -22 -12 -7 25 26 -4 -10 -5 -19
right_child=-2 2 3 9 6 23 13 8 27 15 11 12 -14 18 -16 16 -18 29 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=66.87072437085105 -43.295367676326464 12735.607673069595 -9084.7090894185312 -9332.887554010249 19361.17702329838 65799.357566986699 -44121.408204780193 227407.96250000002 -32236.35535714286 -120080.62273463199 -36196.561759672615 29773.199614815694 -56727.663687076216 -11686.98358735584 -184040.83715277779 59443.00932459678 -63699.504592993952 28046.469594921877 -55822.014200565733 70349.951136363641 -184871.57343750002 -42769.534472656254 9666.3990538587732 -21232.273585668107 63689.677243589744 -21626.97578457919 52823.436782997538 76705.638815789469 2679.8642707361614 -11993.735506955705
leaf_weight=1243442 3058474 533 271 1678 358 249 59 23 28 38 105 1385 53 336 27 31 62 125 174 44 20 32 2646 29 39 528 114 38 5898 1325
leaf_count=1243442 3058474 533 271 1678 358 249 59 23 28 38 105 1385 53 336 27 31 62 125 174 44 20 32 2646 29 39 528 114 38 5898 1325
internal_value=0 105.119 3032.24 4866.27 -4678.64 12991.2 -11454.9 22557.3 81377.3 -846.561 10626.5 14324.7 26585.1 -33501.1 -88049.6 -50913.7 -22652 -3016.92 -25759.9 -13651.6 -23177.5 -97424.2 7915.9 56720.5 -5646.25 -8608.03 9246.53 30487.8 19.1729 -8541.99
internal_weight=0 1.25969e+06 16248 13126 3122 5419 2500 622 89 7707 5141 4189 1438 692 86 131 93 1808 606 432 388 52 2751 278 952 913 385 66 7576 1450
internal_count=4318164 1259690 16248 13126 3122 5419 2500 622 89 7707 5141 4189 1438 692 86 131 93 1808 606 432 388 52 2751 278 952 913 385 66 7576 1450
is_linear=0
shrinkage=0.1


Tree=1881
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 5 3 5 5 2 3 3 5 4 0 0 5 0 5 0 5 5 5 5 3 0 5 3 0 6
split_gain=1.91812e+12 1.15092e+13 5.44505e+13 6.56261e+13 6.48914e+13 5.19141e+13 5.17647e+13 5.34224e+13 3.34578e+13 2.84958e+13 4.38457e+13 6.49597e+13 3.8128e+13 2.83728e+13 8.17207e+13 2.5347e+13 3.19606e+13 3.88596e+13 2.53254e+13 3.45561e+13 3.03438e+13 2.34748e+13 2.20912e+13 2.81668e+13 2.16174e+13 3.58518e+13 2.46156e+13 2.01235e+13 1.50235e+13 4.41654e+13
threshold=82.981501350000016 82.973038550000012 6.5000000000000009 54.947737500000009 54.990279300000005 43.605000000000011 8.5000000000000018 44.905000000000008 41.995000000000012 1.5000000000000002 9.5000000000000018 10.500000000000002 47.815000000000005 2.5000000000000004 55.010031850000011 55.055104550000003 61.020000000000003 55.030402950000003 43.810000000000009 55.061033200000004 74.610000000000014 85.91500000000002 101.05000000000001 96.015000000000015 13.500000000000002 55.002082750000007 70.00500000000001 23.500000000000004 54.943968150000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 28 8 -3 7 -6 -5 -8 13 12 -12 -11 -15 16 -16 -18 -7 -20 -21 -19 23 24 25 -13 -27 -10 -4 -30
right_child=-2 2 3 4 6 18 9 -9 27 10 11 22 -14 14 15 -17 17 21 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=7.7171288997784817 -169.20199916356555 3594.5492642316112 8876.7586946141364 10449.435014529345 14216.372882401316 -45137.354211128055 20776.512546558988 191110.56895161292 79847.660601460157 5612.9329931178145 11446.665892889454 -138830.29712500001 37640.644317246166 -70519.456485552757 4140.9206174651245 24569.60964127136 37489.532924378036 -24007.303832344856 -6386.1531639888954 -10178.491211901215 -50794.377878160332 -105381.11242609797 90319.170824353452 -99068.171296296292 5317.5493551154541 -31768.792704190346 45480.241917613639 9239.0068399234697 735.4581595043461 -13362.229747170757
leaf_weight=3696916 579995 2160 1681 164 38 287 1318 31 229 2778 1101 25 1122 199 1101 278 103 847 1816 342 398 37 29 27 3710 165 55 49 18640 2523
leaf_count=3696916 579995 2160 1681 164 38 287 1318 31 229 2778 1101 25 1122 199 1101 278 103 847 1816 342 398 37 29 27 3710 165 55 49 18640 2523
internal_value=0 26.2525 1687.31 3037 8591.19 -8092.08 7306.54 93690.6 46270.4 6844.31 5258.18 10955.6 24667.4 -1389.3 -8973 -3796.43 -7573.14 -20640.2 -16971.1 -13808.5 -32023.3 -27413.2 3356.1 2722.77 3417.68 -25351.8 -12456.5 67402.3 -222.471 -945.233
internal_weight=0 3.73817e+06 41253 36250 13406 5003 12964 69 442 12895 11577 6234 2223 5343 2565 2366 2088 987 2843 2556 740 884 4011 3982 3955 245 220 278 22844 21163
internal_count=4318164 3738169 41253 36250 13406 5003 12964 69 442 12895 11577 6234 2223 5343 2565 2366 2088 987 2843 2556 740 884 4011 3982 3955 245 220 278 22844 21163
is_linear=0
shrinkage=0.1


Tree=1882
num_leaves=31
num_cat=0
split_feature=3 0 5 5 2 0 0 5 4 5 5 0 3 0 2 0 6 2 5 1 5 5 6 0 1 2 5 3 0 1
split_gain=1.87412e+12 1.08616e+13 1.06833e+13 1.10037e+13 8.84257e+12 1.39237e+13 1.32137e+13 8.97547e+12 8.34803e+12 2.5814e+13 1.86548e+13 1.5227e+13 1.64847e+13 3.06025e+13 1.6803e+13 2.74136e+13 5.07265e+13 1.3831e+13 1.3243e+13 1.22283e+13 1.95787e+13 1.20713e+13 2.3868e+13 1.30158e+13 1.96153e+13 2.18069e+13 1.8756e+13 1.75735e+13 1.65665e+13 1.56525e+13
threshold=34.500000000000007 55.657530000000008 74.010000000000005 89.00500000000001 5.5000000000000009 55.212972300000011 53.145783300000012 44.410000000000004 2.5000000000000004 137.05000000000004 65.50500000000001 56.838612000000005 37.500000000000007 55.801980100000009 26.500000000000004 55.820531900000013 1.5000000000000002 9.5000000000000018 86.02500000000002 37.767735350000002 82.00500000000001 120.05000000000001 1.5000000000000002 55.795550600000006 37.615058950000012 4.5000000000000009 60.905000000000008 37.500000000000007 55.820531900000013 60.601268000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -7 21 10 -10 12 14 17 15 16 18 -14 -12 20 -15 23 -23 24 -3 27 29 -26 -28 -25
right_child=1 8 3 -5 5 7 -8 -9 9 -11 11 -13 13 19 -16 -17 -18 -19 -20 -21 -22 22 -24 26 25 -27 28 -29 -30 -31
leaf_value=2.2324551678325277 -84651.529620150861 -1887.8097709216663 64619.012578124995 -34896.297949218751 -35022.532411024309 -86045.061895587001 62190.850592672417 -23617.569534051614 82374.217828525638 -31014.835238415948 70240.225400904601 -29776.183131713871 -693.23165838068189 54690.730829247012 506.67719029017854 20087.535041621406 188539.15265808106 -98979.892699599848 -24643.442207082117 -36253.298449337126 -38094.439544270834 -20539.881670673079 117753.40488281251 -7868.2085334219446 162212.11859375003 16164.040795488118 -61770.943469500802 31234.702957589285 -16117.853701363796 14829.36032587493
leaf_weight=4313211 29 1112 25 20 27 37 29 61 39 145 38 80 22 94 147 187 32 41 24 33 30 26 24 1339 20 238 93 21 547 393
leaf_count=4313211 29 1112 25 20 27 37 29 61 39 145 38 80 22 94 147 187 32 41 24 33 30 26 24 1339 20 238 93 21 547 393
internal_value=0 -1944.08 -23262.1 20390 -33996.2 -24457.2 15320.1 -47187.1 -915.406 7679.22 14994.3 11384.6 16466.2 -5780.41 27901.4 42232.4 86286.6 -64657.6 33511.1 17845.5 32242.7 -2971.08 45840.9 -3619.66 4060.37 27767.8 -8123.42 95126.1 -22751.8 -2718.01
internal_weight=0 4953 228 45 183 154 56 98 4725 912 767 728 648 220 428 281 94 63 62 157 124 3813 50 3763 1391 279 2372 41 640 1732
internal_count=4318164 4953 228 45 183 154 56 98 4725 912 767 728 648 220 428 281 94 63 62 157 124 3813 50 3763 1391 279 2372 41 640 1732
is_linear=0
shrinkage=0.1


Tree=1883
num_leaves=31
num_cat=0
split_feature=2 0 6 0 5 5 1 1 1 3 0 5 2 1 1 3 2 0 2 1 1 0 0 3 3 5 5 5 2 2
split_gain=1.88004e+12 4.95497e+12 8.78761e+12 7.57658e+12 7.57714e+12 1.51254e+13 1.16246e+13 4.41665e+12 2.83854e+12 2.4111e+12 8.94925e+12 1.2561e+13 1.15119e+13 1.34887e+13 3.45476e+13 1.12863e+13 1.0056e+13 8.36532e+12 4.93158e+13 7.06884e+12 2.38939e+13 3.57403e+13 1.82561e+13 3.50861e+13 4.67926e+13 2.68865e+13 2.30065e+13 2.12267e+13 1.67095e+13 1.49685e+13
threshold=34.500000000000007 55.860536450000005 1.5000000000000002 55.834684950000003 67.990000000000023 39.995000000000012 37.615058950000012 37.615058950000012 37.737121850000008 34.500000000000007 55.68356880000001 62.015000000000008 27.500000000000004 37.503486000000002 39.666208800000007 35.500000000000007 10.500000000000002 55.695992150000002 16.500000000000004 37.615058950000012 37.642309100000013 55.834684950000003 55.784980300000008 37.500000000000007 36.500000000000007 45.610000000000007 68.52500000000002 49.995000000000012 4.5000000000000009 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 7 -7 -2 -6 -1 11 12 13 16 -15 -13 -11 18 -12 -19 21 22 23 24 26 -24 29 -25 -23 -21
right_child=1 2 -4 -5 8 6 -8 -9 -10 10 17 15 -14 14 -16 -17 -18 19 -20 20 -22 28 25 27 -26 -27 -28 -29 -30 -31
leaf_value=1.9649494008306754 -54243.719804687498 -7189.8547223772321 69521.032351684567 -46294.240382543103 10649.286011904762 100584.32575604839 12502.994612068966 10686.191756369852 -34952.423046875003 -8556.9382812500007 133442.68190665412 16499.121390935725 -89520.014786305153 81981.371826171875 -62784.663094554227 -65165.990014648443 -90655.798033678206 -6417.6367227122964 -35300.404569404076 -43892.232350852275 -2396.2050543750506 56374.261998697919 -90497.610937500009 37001.504091173541 186679.63484375001 16900.379675099208 119075.74454752606 -52419.52512647285 174376.69281250003 45645.210901162791
leaf_weight=4313208 20 28 32 29 21 31 29 22 39 25 29 110 34 32 34 20 37 1835 43 33 2123 30 37 47 25 63 24 61 20 43
leaf_count=4313208 20 28 32 29 21 31 29 22 39 25 29 110 34 32 34 20 37 1835 43 33 2123 30 37 47 25 63 24 61 20 43
internal_value=0 8654.33 33722.6 779.478 9206.25 25793.4 58011.7 -20232.8 -18991.8 -0.503078 -2263.01 -19217.7 -37797.2 -24058.3 7404.93 3935.26 -57551.4 -1141.16 32665.6 -1701.88 1751.2 24740.6 12903.6 28242.9 64312.9 -22836.9 33721.2 -13504.8 103575 6767.11
internal_weight=0 251 60 191 162 102 60 42 60 4.31791e+06 4705 292 162 128 66 130 62 4413 72 4341 2506 383 333 233 125 100 100 108 50 76
internal_count=4318164 251 60 191 162 102 60 42 60 4317913 4705 292 162 128 66 130 62 4413 72 4341 2506 383 333 233 125 100 100 108 50 76
is_linear=0
shrinkage=0.1


Tree=1884
num_leaves=31
num_cat=0
split_feature=3 5 4 6 1 1 5 4 0 3 5 5 5 0 0 3 0 1 2 1 0 4 5 5 1 5 5 3 5 0
split_gain=1.94742e+12 1.0987e+13 2.72365e+13 2.82376e+13 1.84598e+13 3.76298e+13 4.63114e+13 7.65259e+13 3.63262e+13 4.32689e+13 3.21473e+13 5.45128e+13 2.88447e+13 2.59335e+13 2.59211e+13 3.14814e+13 3.69278e+13 5.48635e+13 3.28356e+13 2.76939e+13 2.56211e+13 2.52468e+13 2.73625e+13 3.87717e+13 3.69722e+13 4.81916e+13 3.67805e+13 3.78929e+13 3.51086e+13 3.34846e+13
threshold=25.500000000000004 53.995000000000012 1.5000000000000002 1.5000000000000002 30.323743050000001 30.278357500000002 71.00500000000001 2.5000000000000004 59.990816400000007 27.500000000000004 63.855000000000011 62.015000000000008 78.010000000000005 60.063729500000008 56.852744000000008 26.500000000000004 60.035045000000004 30.362552800000003 14.500000000000002 60.648383500000008 56.863241500000008 4.5000000000000009 80.815000000000012 77.00500000000001 37.417247200000006 114.05000000000001 76.00500000000001 32.500000000000007 97.050000000000011 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 10 -8 9 12 11 -7 -9 -10 21 16 17 18 -16 20 -19 22 23 26 25 28 -6 -28 -24 -25
right_child=1 4 3 -5 14 6 7 8 13 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 24 29 -26 -27 27 -29 -30 -31
leaf_value=-8.8973121571500098 496.03115918123387 15884.440812100496 4000.0326221869518 19848.579228395025 -2833.4334192517044 -3437.1253046383645 -241650.22154947917 -46191.480161830361 89008.782000000007 18461.235140625002 54070.130506552421 -139712.28168402778 -193663.40099826391 -46017.170892518945 27463.125900829084 -2345.1948242680915 647.84387326736862 65841.46854648109 135175.59505013993 -39381.927965536001 17246.120947968349 -89134.795336174255 26501.111372514206 -36365.754898027342 2280.5246377620115 -83827.337304687506 10637.858332115224 82428.916379801434 106871.37024390812 -7182.7917177596191
leaf_weight=4243674 34245 220 4945 1455 18532 159 24 21 25 25 62 36 36 33 49 2474 1297 119 67 79 1229 33 154 625 6964 28 314 96 84 1060
leaf_count=4243674 34245 220 4945 1455 18532 159 24 21 25 25 62 36 36 33 49 2474 1297 119 67 79 1229 33 154 625 6964 28 314 96 84 1060
internal_value=0 506.877 1615.12 7603.1 -824.026 -17632.7 -35147.6 -76666.6 -48383.7 -91224.1 -8652.91 -28595.6 -139332 12183.7 -499.536 5901.42 13085.3 23539.8 89676.4 18163.6 21536.1 -1719.14 -1615.58 -3471.09 3678.12 40267.7 -2178 27447.5 54867.1 -18007.3
internal_weight=0 74490 40645 6400 33845 641 421 164 140 82 257 195 57 58 33204 5314 2840 1543 116 1427 1348 27890 27857 20627 7230 266 18942 410 238 1685
internal_count=4318164 74490 40645 6400 33845 641 421 164 140 82 257 195 57 58 33204 5314 2840 1543 116 1427 1348 27890 27857 20627 7230 266 18942 410 238 1685
is_linear=0
shrinkage=0.1


Tree=1885
num_leaves=31
num_cat=0
split_feature=5 2 1 1 1 0 3 3 0 0 3 1 1 5 0 3 3 0 3 5 1 1 0 0 0 1 1 1 6 0
split_gain=1.84463e+12 1.11612e+13 1.33299e+13 1.90863e+13 2.48564e+13 2.79634e+13 2.05502e+13 1.41376e+13 1.34738e+13 3.29079e+13 1.29969e+13 1.29494e+13 2.80889e+13 1.11202e+13 2.5532e+13 2.8825e+13 3.60811e+13 5.68148e+13 5.02539e+13 5.50124e+13 4.50145e+13 8.20921e+13 5.75486e+13 4.67738e+13 4.1157e+13 5.72221e+13 9.89942e+13 4.98242e+13 4.15334e+13 3.86568e+13
threshold=42.005000000000003 1.5000000000000002 30.388336800000001 30.315880100000005 30.323743050000001 59.950068600000009 4.5000000000000009 14.500000000000002 54.943649450000002 59.609407350000005 6.5000000000000009 30.346469350000003 30.332994000000003 47.005000000000003 60.017447350000005 3.5000000000000004 8.5000000000000018 55.030402950000003 9.5000000000000018 44.005000000000003 30.425002000000003 38.058342000000003 59.820733200000006 55.86787755000001 55.762622900000004 37.582182450000005 37.559851850000008 37.832345550000007 1.5000000000000002 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 11 -7 -1 -10 -11 12 -6 14 15 -2 20 18 -18 -20 22 23 -17 24 -22 26 -26 28 -27 -19
right_child=13 -3 -4 4 6 7 -8 -9 9 10 -12 -13 -14 -15 -16 16 17 29 19 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=15357.612628989556 2308.9366100195107 -19.570235489646677 596.5849822660366 4110.7457863031432 22653.652778625488 46739.278222656256 3417.4683006138353 114918.52402343751 -20466.34701059655 8056.5090874324296 -2986.4545872462618 17756.476536289232 136234.85254202178 46.475865746805191 3539.5939853776299 4407.7426522623819 6242.4523151602625 -3381.130563769922 -1848.4411695226727 3586.9471511469801 2464.8521089893561 -2294.1083815215729 -13471.380380051603 8700.374471038971 -14312.759649628882 91574.346457672131 -91575.000841703877 -25347.222863319381 8878.4090999212185 -8.2343298408875309
leaf_weight=621 31856 1383283 209447 172 64 196 1801 36 694 2329 1965 231 33 2212375 15370 2469 21047 52441 39550 35188 17034 172969 6647 10566 1353 64 189 461 1190 96523
leaf_count=621 31856 1383283 209447 172 64 196 1801 36 694 2329 1965 231 33 2212375 15370 2469 21047 52441 39550 35188 17034 172969 6647 10566 1353 64 189 461 1190 96523
internal_value=0 85.1521 750.906 4720.69 11925.5 34665.9 7610.24 57318.8 1467.05 -262.313 3003.08 30632.1 61294.7 -50.1667 -473.622 -599.622 -802.062 26.116 1926.15 710.638 -1753.95 -1446.46 -8628.95 3305.01 495.513 -9804.07 -23782.6 2764.43 13098.9 -1195.62
internal_weight=0 1.60087e+06 217589 8142 2533 404 2129 232 5609 4988 4294 328 97 2.71729e+06 504917 489547 457691 244749 95785 74738 212942 203826 9116 30857 20291 3257 1542 1715 1254 148964
internal_count=4318164 1600872 217589 8142 2533 404 2129 232 5609 4988 4294 328 97 2717292 504917 489547 457691 244749 95785 74738 212942 203826 9116 30857 20291 3257 1542 1715 1254 148964
is_linear=0
shrinkage=0.1


Tree=1886
num_leaves=31
num_cat=0
split_feature=3 2 6 0 1 0 0 0 1 0 0 5 1 5 1 5 5 0 0 5 5 5 5 0 1 0 0 0 1 0
split_gain=2.31743e+12 2.01707e+13 1.95028e+13 2.0576e+13 2.81875e+13 3.89632e+13 2.75218e+13 2.7125e+13 2.80387e+13 2.51388e+13 2.12006e+13 1.73223e+13 2.07466e+13 3.61388e+13 1.06592e+14 4.95643e+13 3.86505e+13 2.8324e+13 4.27629e+13 4.53656e+13 4.48115e+13 3.89342e+13 9.10464e+13 6.24827e+13 5.07488e+13 3.78085e+13 3.48759e+13 2.96848e+13 4.25141e+13 3.52232e+13
threshold=4.5000000000000009 3.5000000000000004 1.5000000000000002 55.046835900000012 30.362552800000003 60.017447350000005 58.000519000000004 59.939091550000008 30.305955500000003 57.581016350000006 59.820733200000006 59.510000000000012 65.520339550000017 84.030000000000015 82.991167100000027 137.05000000000004 125.85000000000001 45.055827000000008 56.501468900000013 81.910000000000011 142.05000000000004 116.06000000000002 109.05000000000001 44.039893800000009 39.080602550000002 55.708120100000009 44.874285750000006 59.882016200000002 30.388336800000001 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 9 8 10 -6 -5 -4 17 -14 16 -16 -15 21 19 -19 25 22 -13 -23 26 -21 -25 28 -20 -29
right_child=-2 2 11 4 6 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 18 27 20 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-3.6759951665449955 22.502672082455334 -4908.6403861070157 -1891.4923843080351 -17386.291105769233 12497.979365725918 -132279.06495949076 32509.154761606525 83359.149527994799 -35051.474630120632 -28246.87369570975 109129.00304542825 2060.060352201916 -5966.5049913636249 58778.115250048228 552.2983903946415 -132732.99737413196 170836.22578125002 -11311.956942291357 61921.15778808594 -27502.017408597145 16522.243574218748 103813.64105342742 -161651.70330357144 -25785.418164062503 -154557.30878906252 -67130.360566827614 133357.72470238095 -99937.022187500013 2489.7730112216082 -9693.7672985615009
leaf_weight=337917 3945856 1412 22327 26 1048 27 617 30 193 177 27 1155 921 162 124 36 38 2363 136 619 145 93 35 40 20 394 21 45 1047 1113
leaf_count=337917 3945856 1412 22327 26 1048 27 617 30 193 177 27 1155 921 162 124 36 38 2363 136 619 145 93 35 40 20 394 21 45 1047 1113
internal_value=0 -238.492 -2545.73 4465.58 10636.4 -17627.9 15285.7 -6412.03 -17359.7 6610.76 47064.9 -3354.55 -7194.41 4534.56 31399.8 -29436.9 80069.2 -9273.68 -12293.7 -19258 -35472.7 3705.41 -2754.99 47888.6 -16321.6 -42915.2 29001.6 -1818.99 9322.12 -13200.6
internal_weight=0 372308 34391 3557 2145 303 1842 276 246 1225 53 30834 8507 1281 360 160 200 7226 5862 3521 1158 1364 1190 174 81 1013 61 2341 1183 1158
internal_count=4318164 372308 34391 3557 2145 303 1842 276 246 1225 53 30834 8507 1281 360 160 200 7226 5862 3521 1158 1364 1190 174 81 1013 61 2341 1183 1158
is_linear=0
shrinkage=0.1


Tree=1887
num_leaves=31
num_cat=0
split_feature=3 1 1 0 6 5 0 1 1 5 5 0 0 0 5 6 0 5 4 5 5 1 4 1 0 1 3 0 6 1
split_gain=1.87712e+12 1.95026e+13 3.267e+13 3.56576e+13 6.02989e+13 3.17474e+13 8.26605e+13 7.01308e+13 5.63477e+13 5.12228e+13 3.85755e+13 2.72147e+13 4.55614e+13 4.6129e+13 7.6177e+13 8.56607e+13 7.88708e+13 6.54117e+13 4.97217e+13 4.28307e+13 9.68216e+13 4.61388e+13 5.72405e+13 4.99792e+13 4.16038e+13 3.99861e+13 4.98023e+13 3.35731e+13 1.22193e+14 7.27136e+13
threshold=4.5000000000000009 30.578016350000002 30.410108300000001 59.950068600000009 1.5000000000000002 59.510000000000012 59.863160500000006 30.451272450000005 30.434657650000002 72.010000000000005 69.610000000000014 59.950068600000009 60.003414000000006 60.063729500000008 101.05000000000001 1.5000000000000002 60.017447350000005 107.05000000000001 3.5000000000000004 63.855000000000011 60.905000000000008 30.102666750000001 2.5000000000000004 30.160599000000001 60.693675950000006 30.362552800000003 3.5000000000000004 59.932719750000011 1.5000000000000002 30.370618100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 -6 7 8 9 -7 -8 27 19 14 15 16 -14 -15 -16 20 -13 22 -21 -23 -19 26 -25 -1 -29 -30
right_child=-2 -3 3 -5 5 6 10 -9 -10 -11 -12 12 13 17 18 -17 -18 24 -20 21 -22 23 -24 25 -26 -27 -28 28 29 -31
leaf_value=1436.2864115745313 20.252407743515651 -391.32845503116107 -47475.839801340007 30109.097404636846 784.20241679415926 149041.39732747397 34771.169091796874 -3702.2243697478989 221289.6473599138 38244.196421825101 -78892.940723892418 -15620.116013740251 63007.56165829613 -10329.811284169693 -81943.945566774768 49989.506802142867 -110330.30361746653 197129.53831249999 20390.431445312501 -254393.35593750002 127060.64639423077 115300.32214673914 -65249.714868164068 34585.693516430409 10769.288366168479 -161410.40764160157 -46194.12051163146 -33671.572851382101 35844.598812196738 -27912.05318299829
leaf_weight=12427 3945856 351368 194 856 863 60 48 119 29 137 79 557 42 1954 106 596 70 25 86 20 52 23 80 97 23 24 358 406 1404 205
leaf_count=12427 3945856 351368 194 856 863 60 48 119 29 137 79 557 42 1954 106 596 70 25 86 20 52 23 80 97 23 24 358 406 1404 205
internal_value=0 -214.642 2750.11 13767.3 4618.51 12188.8 33040.8 58431.2 91147.5 71989.5 -35933.3 1333.99 -5842.4 956.562 19760.5 34910.9 -45328.6 -7496.76 -36106.7 -22135.2 -3437.19 -41050.6 -103078 -28694.5 107832 -35608.6 -28972.9 3377.78 15351.5 27721.5
internal_weight=0 372308 20940 2385 1529 1335 472 345 226 197 127 18555 4113 2902 900 708 112 2002 192 1211 609 602 100 502 48 479 455 14442 2015 1609
internal_count=4318164 372308 20940 2385 1529 1335 472 345 226 197 127 18555 4113 2902 900 708 112 2002 192 1211 609 602 100 502 48 479 455 14442 2015 1609
is_linear=0
shrinkage=0.1


Tree=1888
num_leaves=31
num_cat=0
split_feature=3 5 4 0 1 1 5 5 3 0 2 0 6 2 5 0 2 0 5 1 3 5 3 5 3 2 2 2 5 6
split_gain=1.90468e+12 1.25042e+13 4.25477e+13 5.57651e+13 8.15126e+13 6.67742e+13 5.18596e+13 1.07974e+14 6.44321e+13 9.00281e+13 5.85017e+13 5.58687e+13 5.19708e+13 5.04198e+13 4.92848e+13 4.88741e+13 7.41518e+13 1.35086e+14 4.7564e+13 4.43113e+13 4.88662e+13 5.12535e+13 4.40147e+13 4.29604e+13 4.16974e+13 7.75981e+13 6.03273e+13 8.65691e+13 4.29664e+13 3.97203e+13
threshold=10.500000000000002 74.610000000000014 2.5000000000000004 45.067452850000002 38.975980350000007 38.959914000000005 105.35000000000001 107.05000000000001 17.500000000000004 45.047272400000004 4.5000000000000009 45.063245200000004 1.5000000000000002 19.500000000000004 81.00500000000001 45.053747000000008 7.5000000000000009 45.059881250000011 89.00500000000001 39.027779200000005 16.500000000000004 84.030000000000015 21.500000000000004 98.020000000000024 23.500000000000004 20.500000000000004 7.5000000000000009 8.5000000000000018 78.710000000000022 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 24 8 -8 10 22 11 -7 -11 29 -6 19 17 -17 -18 20 21 -16 -10 -21 -3 26 28 -28 -26 -5
right_child=1 2 -4 13 14 6 7 -9 9 12 -12 -13 -14 -15 15 16 18 -19 -20 23 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=51.70741189573819 35.632223608444775 7532.7453145139807 -126.97554935919197 -1613.363941908091 -13979.2486548452 29248.230997824368 277578.38400000002 38002.054132401317 113059.0066933207 73565.979777343746 -14391.048892570305 192999.8801106771 6794.5367488124411 8748.430058649521 136516.28569504313 317718.96650000004 38905.088083186616 38911.17553453947 -77153.455868595207 12604.845806908101 -53577.640801509391 -11865.454467359639 14880.262314618645 -20087.82878299454 -71742.728125000009 133710.32204861109 -198337.12331321024 -41056.099266721489 63637.1960387324 -8950.8205553847401
leaf_weight=2688514 1368748 2887 214650 11217 3075 158 25 76 202 150 562 24 523 2342 29 25 142 57 47 1831 285 118 59 515 35 27 44 171 71 21555
leaf_count=2688514 1368748 2887 214650 11217 3075 158 25 76 202 150 562 24 523 2342 29 25 142 57 47 1831 285 118 59 515 35 27 44 171 71 21555
internal_value=0 -85.3043 -719.763 -3470.82 2694.46 12148.9 27710.7 97303.1 23521.9 41011 1566.46 50841.9 21676.7 -5426.42 -5046.29 3962.83 44499 123914 10044 8.4456 -29423.1 17407.1 90865.3 5428.07 3591.05 -29109.2 -42804.3 -73243.8 18936.3 -6439.4
internal_weight=0 1.62965e+06 260902 46252 11138 5014 1779 101 1678 934 744 182 673 35114 6124 3049 271 82 189 2778 432 147 261 2346 3235 348 321 215 106 32772
internal_count=4318164 1629650 260902 46252 11138 5014 1779 101 1678 934 744 182 673 35114 6124 3049 271 82 189 2778 432 147 261 2346 3235 348 321 215 106 32772
is_linear=0
shrinkage=0.1


Tree=1889
num_leaves=31
num_cat=0
split_feature=1 5 3 4 5 1 1 6 0 0 1 4 5 0 5 3 0 3 1 1 0 0 4 5 0 3 1 5 0 5
split_gain=1.8968e+12 1.34075e+13 2.31996e+13 2.84449e+13 2.37902e+13 2.37161e+13 2.30154e+13 4.5107e+13 8.94618e+13 5.92299e+13 5.70534e+13 6.65055e+13 5.24578e+13 8.72262e+13 7.75565e+13 1.06452e+14 6.68636e+13 6.44626e+13 6.15356e+13 6.8517e+13 1.02508e+14 5.99446e+13 5.9179e+13 5.9715e+13 6.77154e+13 5.84318e+13 5.62878e+13 4.86967e+13 7.46219e+13 6.11483e+13
threshold=43.574807850000006 31.010000000000002 7.5000000000000009 4.5000000000000009 28.035000000000004 54.845880150000006 50.388877400000005 1.5000000000000002 56.663136550000011 57.945214300000011 49.964253350000007 2.5000000000000004 57.005000000000003 45.254062050000009 75.750000000000014 12.500000000000002 56.320495600000008 4.5000000000000009 47.473138800000008 43.94115175000001 56.121679000000007 54.194619400000008 1.5000000000000002 55.990000000000002 55.793358600000012 17.500000000000004 43.94115175000001 47.005000000000003 53.145783300000012 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -3 10 -10 11 12 22 -14 15 17 -16 -15 19 -19 21 -21 23 -9 -25 26 -24 -12 29 -29
right_child=1 6 3 -5 -6 -7 -8 8 9 -11 27 -13 13 14 16 -17 -18 18 -20 20 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-66.766754785965162 -1907.5477158701237 -1098.660517128812 -598.20525231616637 92310.562695312503 -3981.5322346116222 1306.663836928883 -28.423249495430543 3330.8629241113581 -35537.696462003747 -6285.6745478876473 1517.4517361185253 -1426.1355137703613 -5104.2392367819803 -3956.288292482564 -8742.1461104895898 956.36955582077735 26203.313231504915 -2538.9796057265849 11319.39108086528 33270.4838346955 43618.826513780194 3924.3204813791331 4639.8100876264471 12660.366950053554 -54799.020952515959 15858.047504070986 -2565.1729236475485 -2482.6204775482756 11135.547635523144 -53711.954080982694
leaf_weight=2143177 33982 93781 50570 32 35284 70749 1584202 86095 980 2357 16925 75446 6004 1486 3825 7353 639 780 6601 1192 2578 1673 13322 248 372 2060 58269 1590 16319 273
leaf_count=2143177 33982 93781 50570 32 35284 70749 1584202 86095 980 2357 16925 75446 6004 1486 3825 7353 639 780 6601 1192 2578 1673 13322 248 372 2060 58269 1590 16319 273
internal_value=0 65.7903 -735.29 -1953.54 -1988.67 263.751 142.741 820.355 1407.74 -14876.3 1587.05 1090.39 2076.7 5764.67 8262.35 10735.6 -3739.87 15760.5 18045.2 25179.6 29151.8 16134 1337.78 3108.17 -27815.3 -746.642 -1224.43 5377.65 8970.98 -9989.66
internal_weight=0 2.17499e+06 190617 85886 85854 104731 1.98437e+06 400168 306387 3337 303050 267943 192497 32131 26127 21663 4464 14310 12824 6223 5443 2865 160366 86715 620 73651 71591 35107 18182 1863
internal_count=4318164 2174987 190617 85886 85854 104731 1984370 400168 306387 3337 303050 267943 192497 32131 26127 21663 4464 14310 12824 6223 5443 2865 160366 86715 620 73651 71591 35107 18182 1863
is_linear=0
shrinkage=0.1


Tree=1890
num_leaves=31
num_cat=0
split_feature=0 1 3 1 3 3 5 5 5 5 5 6 3 3 4 3 3 5 2 5 5 2 3 3 4 2 5 3 2 0
split_gain=1.96212e+12 8.37082e+12 2.76085e+13 1.50059e+13 2.45137e+13 2.54463e+13 3.28573e+13 1.98288e+13 1.78249e+13 4.29871e+13 2.66186e+13 1.621e+13 1.52027e+13 3.12933e+13 2.78795e+13 2.11212e+13 3.23531e+13 2.9171e+13 2.36351e+13 1.59054e+13 2.72052e+13 1.52008e+13 1.41912e+13 1.62709e+13 1.64239e+13 1.40563e+13 1.36358e+13 1.35044e+13 1.32482e+13 1.30926e+13
threshold=43.056445700000005 47.554129950000011 10.500000000000002 47.473138800000008 4.5000000000000009 3.5000000000000004 77.715000000000018 123.15000000000002 107.05000000000001 150.04500000000004 95.020000000000024 1.5000000000000002 10.500000000000002 13.500000000000002 3.5000000000000004 14.500000000000002 16.500000000000004 68.00500000000001 6.5000000000000009 110.05000000000001 100.05000000000001 8.5000000000000018 15.500000000000002 10.500000000000002 1.5000000000000002 7.5000000000000009 74.610000000000014 8.5000000000000018 13.500000000000002 42.966471700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 25 -1 5 7 -7 -5 10 -10 -8 22 28 14 19 -15 17 -17 -19 20 -14 -22 23 24 26 -3 -6 -27 -13 -25
right_child=-2 2 -4 4 11 6 8 -9 9 -11 -12 12 13 15 -16 16 -18 18 -20 -21 21 -23 -24 29 -26 27 -28 -29 -30 -31
leaf_value=-803.5776042000399 -5.8438364595136507 -2286.0811016729531 9909.7978844176723 9894.851402823675 -7258.6631583898215 17761.050163922991 73834.938691023286 -77090.821930803577 -36069.601468331472 121807.89255514706 207606.72423735121 3341.924333668368 22164.305954883574 -25449.942072860056 111795.90488281251 -20124.747130166332 -28775.739861979167 188177.73796875001 56594.695371547976 -13241.875059291297 146829.20285295759 39548.523406250002 21535.886592949762 -14556.891348155967 10549.183794879989 -83674.404528356492 -91432.705000000016 -12194.79613470537 77826.604166666672 345.97430998919765
leaf_weight=10942 4285952 6830 1705 409 510 252 51 28 35 34 21 4748 773 253 36 31 75 20 43 112 28 25 252 1393 1259 27 20 1254 24 1022
leaf_count=10942 4285952 6830 1705 409 510 252 51 28 35 34 21 4748 773 253 36 31 75 20 43 112 28 25 252 1393 1259 27 20 1254 24 1022
internal_value=0 777.549 -1657.42 1844.78 4374.75 20926 39389.7 4321.4 78045.1 41725.1 112852 3081.68 6401.76 15580.8 25435.8 -7165.3 20207.6 59290 98367.1 22121.4 26916.4 96225.1 -1513.97 -2895.65 4332.5 -4088.94 -10435 -13701.4 3716.53 -8250.17
internal_weight=0 32212 9816 22396 11454 830 393 437 141 69 72 10624 6168 1396 974 422 169 94 63 938 826 53 4456 4204 1789 8111 530 1281 4772 2415
internal_count=4318164 32212 9816 22396 11454 830 393 437 141 69 72 10624 6168 1396 974 422 169 94 63 938 826 53 4456 4204 1789 8111 530 1281 4772 2415
is_linear=0
shrinkage=0.1


Tree=1891
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 2 2 5 5 3 0 5 5 5 5 0 0 0 0 0 1 3 0 1 3 6 3 2
split_gain=1.94474e+12 2.49346e+13 4.30994e+13 1.36399e+14 8.82657e+13 1.92151e+14 9.16392e+13 6.65365e+13 7.82053e+13 7.62102e+13 7.68252e+13 6.20407e+13 4.97694e+13 7.06538e+13 4.86442e+13 4.67842e+13 7.4665e+13 5.78755e+13 7.61518e+13 4.33598e+14 2.26491e+14 8.41393e+13 2.97612e+14 1.79697e+14 8.83543e+13 1.44229e+14 1.45903e+14 1.0846e+14 1.59445e+14 9.79793e+13
threshold=82.871296800000025 82.91993380000001 55.012873400000011 55.030402950000003 55.025681450000008 1.5000000000000002 55.02863030000001 7.5000000000000009 5.5000000000000009 63.455000000000005 70.50500000000001 5.5000000000000009 55.002082750000007 69.015000000000015 74.610000000000014 45.985000000000007 40.905000000000008 55.212972300000011 55.099723300000008 55.110554300000004 55.07108800000001 55.055104550000003 82.888608650000023 9.5000000000000018 55.046835900000012 82.897133550000021 16.500000000000004 1.5000000000000002 23.500000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 -4 -6 7 8 9 -7 -11 -8 -2 -14 -13 16 -5 18 20 -20 21 24 -23 -24 25 -17 -27 28 -26 -28
right_child=1 -3 3 15 5 6 11 -9 -10 10 -12 14 13 -15 -16 17 -18 -19 19 -21 -22 22 23 -25 27 26 29 -29 -30 -31
leaf_value=-37.406685592625692 235.7677384775846 -43.010567142307416 13626.086973270332 3702.7681321113155 349438.46532738098 49853.138267115544 67036.323842938029 243736.19525000002 -71069.510984848486 338811.65843750001 116578.34035714285 18739.899229288101 -8934.0782606799821 -67017.430396660406 -61286.690673828125 -15628.049970577838 -8372.2990356651098 -93782.40081269863 169640.14365234377 10278.337277976887 -32624.79722601474 208542.35884098103 -8088.194161237685 26040.913314287922 -72014.682707371641 8632.1510493454207 99187.474101141648 1123.093559485146 -7182.7887359417045 32136.312627534815
leaf_weight=3294556 48396 922489 2536 12634 21 152 178 25 33 20 70 256 2070 233 108 1783 8611 59 184 2368 1609 79 2463 4129 553 4771 277 5271 1208 1022
leaf_count=3294556 48396 922489 2536 12634 21 152 178 25 33 20 70 256 2070 233 108 1783 8611 59 184 2368 1609 79 2463 4129 553 4771 277 5271 1208 1022
internal_value=0 120.396 1611.12 3681.35 23026.6 50650.8 43198.8 87541.7 73342.2 93034.7 165964 18654.8 -447.709 -14810.5 -5004.25 2282.94 -1191.48 5146.62 5373.58 21768.4 3567.43 6268.92 15601.3 13289.1 2086.42 9376.98 16721.9 -6055.33 -27541.7 46434.4
internal_weight=0 1.02361e+06 101119 50420 3399 863 842 300 275 242 90 542 50699 2303 364 47021 21245 25776 25717 2552 23165 21556 6671 6592 14885 7853 6070 7032 1761 1299
internal_count=4318164 1023608 101119 50420 3399 863 842 300 275 242 90 542 50699 2303 364 47021 21245 25776 25717 2552 23165 21556 6671 6592 14885 7853 6070 7032 1761 1299
is_linear=0
shrinkage=0.1


Tree=1892
num_leaves=31
num_cat=0
split_feature=5 1 4 2 5 1 1 3 0 1 0 6 0 1 1 0 1 3 0 4 1 5 0 2 0 0 1 3 0 5
split_gain=1.90987e+12 1.11514e+13 2.1051e+13 1.90255e+13 3.37294e+13 4.46967e+13 4.15099e+13 3.09741e+13 5.88567e+13 3.71569e+13 4.01266e+13 3.4248e+13 4.35562e+13 3.42318e+13 4.992e+13 3.25232e+13 3.23652e+13 2.96601e+13 4.85456e+13 2.73183e+13 3.17472e+13 2.69425e+13 3.70417e+13 8.16739e+13 2.6165e+13 1.68917e+14 5.94724e+13 4.23487e+13 4.68778e+13 2.86551e+13
threshold=100.05000000000001 49.177301950000007 6.5000000000000009 3.5000000000000004 101.05000000000001 82.940215400000014 82.963712850000022 17.500000000000004 55.160271200000004 60.837513500000007 52.056565900000003 1.5000000000000002 55.02863030000001 82.966612450000014 82.981501350000016 56.852744000000008 57.550671000000001 12.500000000000002 56.838612000000005 3.5000000000000004 60.611165000000007 142.05000000000004 56.819808050000006 2.5000000000000004 54.978840000000005 54.990279300000005 82.871296800000025 9.5000000000000018 54.811549550000009 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 9 11 10 -6 -9 -13 24 -15 17 -17 -12 21 -10 -21 22 -19 -24 27 26 -26 28 -11 -28
right_child=1 2 -4 -5 7 6 -8 8 19 13 15 12 -14 14 -16 16 -18 18 -20 20 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=11.186564901994265 382.28181430222276 -33893.217267994398 -55260.251369863021 -170.05224705789331 118019.55759073894 142497.20213716949 1753.306570095486 -17224.184679351994 -14943.01868201147 13036.0351903628 -1977.3060582388055 -121112.02807397243 -28868.663388157893 -68790.404933772021 -4582.7319715884296 -11789.677896932888 -52726.665813621767 -49035.200342866105 56427.984950657905 90657.911422821984 -8994.98646200857 -109357.0338716947 -57222.314412245643 157762.74197916666 7369.3156486742437 4373.168691866792 213773.58241421566 99950.883522727279 -93050.64021109356 100714.27037109376
leaf_weight=4199349 72257 712 73 32193 24 26 108 163 237 73 2297 111 95 126 3106 442 343 274 57 66 62 52 43 30 33 5602 51 22 97 40
leaf_count=4199349 72257 712 73 32193 24 26 108 163 237 73 2297 111 95 126 3106 442 343 274 57 66 62 52 43 30 33 5602 51 22 97 40
internal_value=0 -395.373 -1602.28 -1518.01 -4554.32 -23921.6 29061.8 -3335.76 -23309.6 -2182.46 -10847.6 -51472.9 -78572.6 1190.8 -7085.88 -11721.8 -29676.8 -6602.02 -29898 5162.29 42388.5 -42230.3 -32171 31127.7 5710.94 6928.52 122373 -30600.8 -47495.8 164077
internal_weight=0 118815 46558 46485 14292 846 134 13446 734 12712 3562 369 206 9150 3232 3538 785 2753 456 365 128 399 347 73 5918 5726 124 192 170 91
internal_count=4318164 118815 46558 46485 14292 846 134 13446 734 12712 3562 369 206 9150 3232 3538 785 2753 456 365 128 399 347 73 5918 5726 124 192 170 91
is_linear=0
shrinkage=0.1


Tree=1893
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 3 5 5 5 5 5 0 0 3 6 3 3 5 0 3 3 5 1 1 0 3 3 5
split_gain=1.93052e+12 1.55654e+13 5.68804e+13 1.23429e+14 2.32858e+14 1.37977e+14 2.9892e+14 2.3048e+14 8.98037e+13 7.80453e+13 7.04598e+13 9.10573e+13 6.38837e+13 5.13105e+13 5.10425e+13 8.77146e+13 8.25944e+13 7.95333e+13 6.99381e+13 6.36064e+13 5.37359e+13 4.83686e+13 4.61362e+13 4.19312e+13 4.0805e+13 1.27607e+14 1.52035e+14 6.96861e+13 4.99223e+13 8.32362e+13
threshold=56.758269450000007 56.197733450000008 43.574807850000006 38.891822450000006 43.048525950000005 38.233559750000005 56.301440000000007 10.500000000000002 51.405000000000008 95.020000000000024 57.995000000000012 71.00500000000001 26.005000000000006 56.121679000000007 56.320495600000008 18.500000000000004 1.5000000000000002 8.5000000000000018 14.500000000000002 41.365000000000002 56.281985950000006 23.500000000000004 4.5000000000000009 89.00500000000001 47.981192400000005 60.08989780000001 56.338501050000012 25.500000000000004 7.5000000000000009 65.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 9 14 7 8 -7 -5 -10 -12 -9 -1 16 19 17 22 20 -16 23 -14 -3 -18 28 26 -26 -27 29 -4
right_child=-2 2 24 4 -6 6 -8 12 10 -11 11 -13 21 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-27.006981153578494 128.58515486025445 18666.84888048287 2096.4072572646269 -39763.156506209809 -4656.9232344673919 102197.39438059417 3539.0268684567195 -136362.46616806756 364911.02569444448 -174249.57665127842 85037.501453488367 322099.02211538464 61029.749769273694 3974.1657604276988 -10507.85794158637 164163.64458007814 -24089.42475764512 17595.926070545578 -53868.525449850145 2351.3162529453707 -6905.7019640822073 -7437.3255533854172 -72027.195768605496 -131496.21317567569 -69274.997812874091 -328.56943240830736 -11392.686438181307 82481.940580001537 -715.87599737063022 15691.141327750811
leaf_weight=3205370 919083 83 29567 2236 5820 139 4525 21 27 44 43 26 364 32374 5518 32 2061 1531 435 12699 4983 144 173 37 496 27211 5332 102 52375 5313
leaf_count=3205370 919083 83 29567 2236 5820 139 4525 21 27 44 43 26 364 32374 5518 32 2061 1531 435 12699 4983 144 173 37 496 27211 5332 102 52375 5313
internal_value=0 -34.7684 -993.403 -4213.29 -15269.2 -1486.43 13307.5 71164.2 153571 -42358.5 227956 174365 34556.2 13.0005 -4326.34 -1253.21 -10354.7 8969.23 -14949.1 -1543.78 -12558.2 41621.8 -42622.5 -25983.6 101.53 -2885.66 -16318.8 -19.3148 1236.12 4167.19
internal_weight=0 3.39908e+06 161337 40941 8100 32841 5289 764 235 2280 96 69 529 3.23774e+06 27552 18249 9303 1787 7516 18217 7081 508 256 2098 120396 33141 5828 27313 87255 34880
internal_count=4318164 3399081 161337 40941 8100 32841 5289 764 235 2280 96 69 529 3237744 27552 18249 9303 1787 7516 18217 7081 508 256 2098 120396 33141 5828 27313 87255 34880
is_linear=0
shrinkage=0.1


Tree=1894
num_leaves=31
num_cat=0
split_feature=5 5 1 0 3 0 0 0 1 3 3 0 0 1 1 1 0 4 3 0 0 1 4 2 0 3 1 3 0 3
split_gain=1.83578e+12 3.74637e+13 1.24919e+14 4.84958e+13 4.59475e+13 3.1006e+13 8.81213e+13 5.05244e+13 3.60446e+13 3.57481e+13 7.20762e+13 4.61278e+13 9.08997e+13 4.36764e+13 4.99281e+13 3.92496e+13 5.36098e+13 3.94125e+13 7.41267e+13 3.65202e+13 3.08553e+13 3.05555e+13 2.93536e+13 4.14573e+13 2.86918e+13 2.84185e+13 2.90739e+13 2.83198e+13 2.75019e+13 2.67769e+13
threshold=59.810000000000009 60.005000000000003 38.058342000000003 59.932719750000011 16.500000000000004 55.86787755000001 55.645049100000001 55.601678500000013 37.39371280000001 9.5000000000000018 15.500000000000002 55.727011600000004 55.664473600000008 37.712318250000003 37.726745000000001 37.615058950000012 55.695992150000002 2.5000000000000004 5.5000000000000009 55.784980300000008 55.899899800000007 37.726745000000001 1.5000000000000002 17.500000000000004 55.645049100000001 10.500000000000002 82.926290250000008 7.5000000000000009 55.719391050000006 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 13 -11 12 -12 15 -15 16 -10 27 -19 -20 -7 -14 23 24 -6 29 -27 -17 -26 -4
right_child=1 -3 25 -5 22 20 8 -9 9 10 11 -13 21 14 -16 17 -18 18 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=42.692908350078184 4762.3601749501331 32.102933544466282 -4346.6716335287674 -7975.4971905343118 -38035.194910714286 41966.702599777476 17561.097105510162 41813.158524496248 -93045.576778927367 18956.884087370312 16805.853909122245 8274.1328909900694 -229659.08717447915 73987.626782226565 -20422.395196954603 31149.317031250001 -14581.028285987777 -268629.5118389423 -30423.677241290985 -152465.80240091463 8636.6484414302795 -102518.69684647121 14665.266961127887 190540.56778273813 150796.98186383929 -9991.7603076175437 3690.5124228662166 -79865.780468750003 30449.756607521187 2477.9437960335631
leaf_weight=3022366 4136 1222479 34926 2379 35 305 283 404 111 503 68 107 24 64 449 40 404 26 61 41 3109 89 4065 21 28 12880 1766 54 59 6882
leaf_count=3022366 4136 1222479 34926 2379 35 305 283 404 111 503 68 107 24 64 449 40 404 26 61 41 3109 89 4065 21 28 12880 1766 54 59 6882
internal_value=0 -99.5785 -2295.16 5256.82 7429.93 3826.3 -47.2671 8059.39 -15883.9 -20521.2 -3884.37 -43777.3 -74548 -31049.1 -8644.15 -46644.3 -31492.8 -81793.2 -117901 -79479.8 11614.3 -129522 16231.8 60762 38423.1 -4551.23 -8341.97 -32625.3 69182.2 -3223.27
internal_weight=0 1.2958e+06 73319 16865 14486 10278 6864 4540 2324 2041 791 288 181 1250 513 737 515 222 128 102 3414 113 4208 143 122 56454 14646 94 87 41808
internal_count=4318164 1295798 73319 16865 14486 10278 6864 4540 2324 2041 791 288 181 1250 513 737 515 222 128 102 3414 113 4208 143 122 56454 14646 94 87 41808
is_linear=0
shrinkage=0.1


Tree=1895
num_leaves=31
num_cat=0
split_feature=0 1 1 5 5 3 5 5 5 2 3 5 5 5 1 3 3 3 0 5 3 5 0 4 4 2 5 3 5 3
split_gain=2.04904e+12 1.54794e+13 3.13996e+13 7.04545e+13 6.99011e+13 9.97233e+13 4.7831e+13 3.442e+13 8.3317e+13 4.92115e+13 3.24261e+13 6.2338e+13 3.56697e+13 3.21977e+13 2.98511e+13 2.90198e+13 2.8767e+13 5.37327e+13 2.47009e+14 5.3739e+13 5.1652e+13 5.05551e+13 7.70536e+13 4.65446e+13 4.38978e+13 4.18487e+13 3.39119e+13 3.03866e+13 2.97526e+13 2.87889e+13
threshold=50.973130900000008 36.761894450000007 36.585378200000001 132.05000000000004 128.92000000000004 13.500000000000002 137.05000000000004 120.05000000000001 99.555000000000021 7.5000000000000009 18.500000000000004 114.05000000000001 55.005000000000003 177.02500000000003 37.214886200000009 4.5000000000000009 14.500000000000002 13.500000000000002 50.565831500000009 101.05000000000001 16.500000000000004 84.030000000000015 50.565831500000009 3.5000000000000004 2.5000000000000004 3.5000000000000004 69.610000000000014 10.500000000000002 114.05000000000001 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 7 -6 -5 8 -4 -10 12 -12 -1 16 15 -3 17 27 -19 24 21 -18 29 -22 26 -24 -20 -14 -27 -23
right_child=-2 14 3 6 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 20 18 19 -21 23 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=4229.1586327878067 -33.921603592007806 -3860.6515666226915 7110.8645871793842 -194702.32648809525 -1218.6749155405405 239853.48066406252 -34184.058353271488 -46326.510894495412 70282.263328915564 -17432.827897547468 21112.748285656442 200379.39247159092 -5182.9028577795934 81918.610267223019 73.83152698281036 -47191.49642925628 5004.2713448575651 40845.160865607635 -15910.421695795749 -118680.21438717534 2001.2907865063114 -74427.134988839287 -6725.6166521453852 -63808.957301568989 14074.786169149709 75617.920650781249 -85850.613949974286 14967.140293241508 155623.14063027871 47522.886767578129
leaf_weight=12110 3475398 379 5475 21 37 32 160 109 336 79 164 22 8681 44 811604 261 410 325 97 154 670 49 40 128 86 125 243 819 74 32
leaf_count=12110 3475398 379 5475 21 37 32 160 109 336 79 164 22 8681 44 811604 261 410 325 97 154 670 49 40 128 86 125 243 819 74 32
internal_value=0 139.886 2350.74 8672.12 10506 110583 -52807.7 9354.9 10385.3 53584.7 723.323 42316.3 402.142 -3467.37 56.8078 -21531.5 -3782.21 -5663.75 -28946.6 -68054 9030.24 28253.3 58041 -8554.74 -49752.5 86608.1 -65897.1 -3445.76 105369 -26249.3
internal_weight=0 842766 30522 6249 6068 69 181 5999 5890 415 24273 186 24087 11977 812244 640 11933 10405 905 580 1528 730 320 798 426 239 340 9500 199 81
internal_count=4318164 842766 30522 6249 6068 69 181 5999 5890 415 24273 186 24087 11977 812244 640 11933 10405 905 580 1528 730 320 798 426 239 340 9500 199 81
is_linear=0
shrinkage=0.1


Tree=1896
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 1 3 5 5 5 3 6 5 0 3 0 3 5 0 3 5 4 3 1 3 5 4 5 4
split_gain=2.02595e+12 3.43548e+13 6.29814e+13 2.23061e+14 8.26846e+13 7.99688e+13 8.70054e+13 7.7434e+13 5.76361e+13 6.93373e+13 5.06106e+13 4.91134e+13 4.80148e+13 4.44936e+13 3.72841e+13 3.69795e+13 3.58433e+13 3.20853e+13 5.51371e+13 3.17553e+13 1.18957e+14 3.76526e+13 3.40995e+13 3.31349e+13 3.31981e+13 3.10074e+13 3.68615e+13 3.08377e+13 5.10459e+13 5.70444e+13
threshold=49.111504200000006 49.201680550000006 55.801980100000009 55.793358600000012 49.177301950000007 9.5000000000000018 49.148175700000003 6.5000000000000009 116.06000000000002 63.455000000000005 36.715000000000011 18.500000000000004 1.5000000000000002 93.00500000000001 55.518428350000008 7.5000000000000009 56.911498950000002 14.500000000000002 71.00500000000001 55.784980300000008 5.5000000000000009 60.310000000000009 3.5000000000000004 19.500000000000004 49.177301950000007 22.500000000000004 123.15000000000002 1.5000000000000002 65.045000000000016 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 16 6 7 10 9 -7 -5 13 19 -6 -14 -9 -4 -11 -19 22 21 -21 -2 24 -22 26 -24 -12 -29 -30
right_child=1 -3 4 5 11 8 -8 15 -10 17 27 -13 14 -15 -16 -17 -18 18 -20 20 23 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-60.350406351692406 -2713.9966486170651 6.2389148260483838 1401.695431860717 -47697.719298377408 -18964.415424899715 25932.517470517403 -14453.79291577426 -121919.93696546053 -72160.780288461538 82343.442427906717 164530.2554983428 10816.103899705675 -40020.275924538284 -72684.833557638311 5081.0123526016423 22777.582812500001 -81792.005453725971 86923.303988761705 19663.722489746095 -720.80031250000002 -68540.106480789182 167325.22529296877 34305.716786317571 -2798.4186513073041 -11130.962669735864 -38264.111591372282 191490.79037500001 -290.4250175561798 185745.07887369793 59974.061955818965
leaf_weight=2430983 9730 1835629 12689 39 2574 2694 880 38 52 340 33 540 185 164 19866 33 52 187 350 20 320 40 37 212 147 23 25 89 48 145
leaf_count=2430983 9730 1835629 12689 39 2574 2694 880 38 52 340 33 540 185 164 19866 33 52 187 350 20 320 40 37 212 147 23 25 89 48 145
internal_value=0 77.7407 2623.73 4970.58 -2582 24715.6 3490.27 40645 32360.9 33882.9 59761.1 -16746.2 1791.25 -22182.1 4664.89 -54666.2 1062.16 58305.3 43085.6 -3668.22 -23658.7 111310 -2163.09 -35585.2 -50469.1 60900.1 97686.8 73065.6 62362.3 91253.9
internal_weight=0 1.88718e+06 51552 35533 16019 4928 1305 425 3623 3571 354 3278 30605 2738 20051 71 12741 877 537 10554 739 60 9815 679 467 85 62 315 282 193
internal_count=4318164 1887181 51552 35533 16019 4928 1305 425 3623 3571 354 3278 30605 2738 20051 71 12741 877 537 10554 739 60 9815 679 467 85 62 315 282 193
is_linear=0
shrinkage=0.1


Tree=1897
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 5 5 3 5 3 5 1 3 1 1 3 0 1 5 1 5 5 1 5 2 5 1 1
split_gain=1.97956e+12 2.57688e+13 7.95331e+13 3.20383e+13 3.16802e+13 2.93437e+13 2.44111e+13 2.51421e+13 2.23545e+13 1.8468e+13 1.97039e+13 1.55354e+13 1.52903e+13 2.4284e+13 8.87907e+13 1.91355e+13 3.4834e+13 1.44566e+13 7.04217e+13 6.24905e+13 4.61037e+13 4.55669e+13 3.459e+13 3.35465e+13 4.88115e+13 5.04059e+13 7.22138e+13 6.01535e+13 4.41099e+13 4.89626e+13
threshold=47.425481600000005 48.713222300000005 39.969502550000009 40.247294600000011 7.5000000000000009 6.5000000000000009 44.005491150000005 70.50500000000001 58.305000000000007 3.5000000000000004 94.040000000000006 10.500000000000002 79.010000000000005 44.083877800000003 4.5000000000000009 40.810045900000013 42.09605220000001 5.5000000000000009 47.272352350000006 40.247294600000011 123.15000000000002 39.767857750000005 95.020000000000024 53.005000000000003 37.998366300000008 91.050000000000011 1.5000000000000002 92.035000000000011 39.739656000000004 38.969379750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 8 9 5 12 7 11 -2 -4 -11 -6 15 -14 -15 -5 -17 18 22 20 21 -20 23 -1 25 -25 -27 -28 29 -26
right_child=1 -3 3 4 6 -7 -8 -9 -10 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=-156.95079254060818 -22599.275934176974 -13.349354105978936 1762.129596750201 9109.6020343307773 -5918.5778184253204 76592.482937568537 1738.8198899180295 -39684.529226369959 -58090.506146545405 -12936.172532257546 -82750.631878810993 -33148.195889361152 8226.3940385499154 -47050.994315378295 153246.11721329598 -28827.302370656336 2104.7484364507491 -152.60634372179501 6805.3565659549313 -26873.338715610298 -58297.053921063751 21833.920782841622 -6060.6050220645275 -6993.9711184113949 335.68429279645477 -94262.468665081527 182332.60735394023 11059.225274493243 289.70937104301288 7947.9404083377422
leaf_weight=164031 918 3509193 1011 3034 2163 57 2545 291 220 2888 41 232 221 38 53 420 2734 535817 6672 465 96 2892 7959 6407 12600 23 46 37 29408 25652
leaf_count=164031 918 3509193 1011 3034 2163 57 2545 291 220 2888 41 232 221 38 53 420 2734 535817 6672 465 96 2892 7959 6407 12600 23 46 37 29408 25652
internal_value=0 -32.0909 -3931.51 -2084.36 524.957 5155.31 -5279.14 -11928.7 -29460.5 -9891.1 -13913.4 -8556.27 4528.86 26128.7 69605.6 3439.79 -2014.29 142.853 760.564 8933.97 10657.6 11349.8 424.381 641.061 2405.84 -5862.42 62532.6 105982 3201.74 5440.5
internal_weight=0 3.52606e+06 16866 15728 11788 6557 5231 2686 1138 3940 2929 2395 6500 312 91 6188 3154 792105 256288 10125 9660 9564 246163 238204 74173 6513 106 83 67660 38252
internal_count=4318164 3526059 16866 15728 11788 6557 5231 2686 1138 3940 2929 2395 6500 312 91 6188 3154 792105 256288 10125 9660 9564 246163 238204 74173 6513 106 83 67660 38252
is_linear=0
shrinkage=0.1


Tree=1898
num_leaves=31
num_cat=0
split_feature=5 4 3 3 0 3 0 3 0 2 0 0 3 1 1 0 1 1 1 2 1 1 0 2 1 0 3 2 1 1
split_gain=1.8699e+12 6.00419e+12 1.37162e+13 1.44415e+13 1.74129e+13 1.24254e+13 1.22726e+13 2.64953e+13 3.41892e+13 2.30785e+13 7.80102e+13 2.40566e+13 1.60234e+13 3.11895e+13 2.53456e+13 6.98e+13 1.87188e+13 1.44795e+13 1.2902e+13 1.27997e+13 5.46763e+13 2.19519e+13 5.70988e+13 2.9744e+13 2.88684e+13 1.85952e+13 1.72573e+13 2.63564e+13 2.15183e+13 1.27545e+13
threshold=225.45000000000002 3.5000000000000004 26.500000000000004 9.5000000000000018 42.966471700000007 10.500000000000002 55.975961550000008 6.5000000000000009 53.355366400000001 2.5000000000000004 55.061033200000004 43.514103700000014 2.5000000000000004 39.969502550000009 39.071052600000009 54.708501450000007 42.09605220000001 61.365473900000005 83.006817700000013 5.5000000000000009 65.520339550000017 40.810045900000013 57.60800230000001 2.5000000000000004 30.578016350000002 57.147575200000006 5.5000000000000009 2.5000000000000004 60.479177250000006 83.140147550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 9 -9 10 11 -6 13 -13 -14 16 -16 -10 -17 21 -21 22 -8 -24 -25 -22 27 -23 -29 -11
right_child=1 2 -4 5 6 -7 19 8 17 29 -12 12 14 -15 15 18 -18 -19 -20 20 25 26 23 24 -26 -27 -28 28 -30 -31
leaf_value=-2.0683839784836495 6018.1609410848041 -81370.0735709898 -80064.654119318177 45329.931894985464 -104075.45933948865 5311.2002571327248 170546.39813988097 112095.06418987771 -59049.380168269228 -31602.062147069679 169572.72488839287 49640.130729166674 -70224.127027027032 -103708.73055555555 75680.601595052096 -74145.824186197919 206672.45359375002 47537.917625000002 6566.9674075071853 -200003.13765625001 -56727.169675925921 -67790.474130667906 -83669.716874999998 124354.17412574406 -39563.189133522734 70491.968593750003 -92771.612695312506 -22103.857324218752 103157.64383138022 50815.888750000006
leaf_weight=4313902 2036 31 22 86 22 793 21 46 26 307 28 21 37 36 24 21 20 25 348 20 27 51 35 21 22 20 40 32 24 20
leaf_count=4313902 2036 31 22 86 22 793 21 46 26 307 28 21 37 36 24 21 20 25 348 20 27 51 35 21 22 20 40 32 24 20
internal_value=0 2093.57 -1496.03 -711.774 -7304.84 9226.57 -5530.47 -29.501 49582.9 -5473.39 6906.71 -1703.21 2738.98 -47211.8 9066.07 16169.6 135222 -6800.7 1973.56 -22771.5 -61520.3 -12218 24182.6 -15223 40489.5 -2591.37 -36732.8 -15783.7 31579.6 -26561.2
internal_weight=0 4262 2226 2204 1325 879 1294 981 97 884 557 529 507 57 450 413 44 51 369 313 67 246 99 78 43 47 147 107 56 327
internal_count=4318164 4262 2226 2204 1325 879 1294 981 97 884 557 529 507 57 450 413 44 51 369 313 67 246 99 78 43 47 147 107 56 327
is_linear=0
shrinkage=0.1


Tree=1899
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 0 5 3 6 0 5 1 1 3 5 5 5 6 1 3 2 3 5 5 2 3 3 5 5
split_gain=1.86134e+12 7.13835e+12 7.40773e+13 3.79799e+13 1.90458e+14 4.64426e+13 2.01468e+14 8.92595e+13 5.18036e+13 7.56702e+13 5.13964e+13 5.68302e+13 5.00768e+13 1.92966e+14 9.6275e+13 9.4946e+13 4.02527e+13 3.99921e+13 6.73036e+13 6.42124e+13 1.1523e+14 6.3821e+13 7.00166e+13 4.87325e+13 4.84599e+13 6.70489e+13 4.64999e+13 2.03746e+14 9.6464e+13 1.64701e+14
threshold=43.465905150000005 43.642715500000008 44.083877800000003 39.787929450000007 39.863684800000009 14.500000000000002 43.514103700000014 74.610000000000014 19.500000000000004 1.5000000000000002 43.514103700000014 110.05000000000001 43.048525950000005 39.899261850000009 3.5000000000000004 132.05000000000004 57.705000000000005 65.50500000000001 1.5000000000000002 39.704585000000002 17.500000000000004 3.5000000000000004 22.500000000000004 36.515000000000008 71.715000000000018 15.500000000000002 12.500000000000002 14.500000000000002 60.610000000000007 46.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 16 10 8 -8 -7 -10 12 -12 13 14 -6 -15 -5 21 -19 20 -20 22 -2 -23 25 -21 -25 28 29 -28
right_child=1 -3 -4 4 5 6 7 -9 9 -11 11 -13 -14 15 -16 -17 -18 18 19 24 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=620.34721889732918 -6020.1937222537954 7.1360841176664103 -54535.486672938292 -35284.507002424572 70062.105311859632 28276.365834465585 67524.133797554343 267929.32441860466 60417.969620028409 -96248.493909283992 -17182.730452248197 -140982.03560855263 1171.6882232918565 -40356.32608993489 -1107.9405692167061 -260209.34042968752 -81277.879575081766 41422.221416320252 -21540.629778799928 27923.71506306075 -257732.0055752841 13836.602062254828 124870.23155487805 -5482.4450613691843 2807.1261615920612 -156652.155 93976.696743959677 -5264.9315262032178 150124.80131939828 -6767.0376146084491
leaf_weight=47832 12710 4220249 259 725 244 207 46 43 44 103 1532 38 13111 1101 860 20 258 553 338 1233 22 3849 41 5204 4625 20 313 2153 94 337
leaf_count=47832 12710 4220249 259 725 244 207 46 43 44 103 1532 38 13111 1101 860 20 258 553 338 1233 22 3849 41 5204 4625 20 313 2153 94 337
internal_value=0 -6.94851 -1193.79 -916.502 -4535.2 -2108.96 29853.4 164349 -3960.44 -49355.1 -2946.49 -20179.1 -1182.33 -15053.6 14621.7 -44278.8 -47356 1190 7986.38 5022.29 -35974.5 -678.515 -5599.32 4572.13 7533.15 24977.6 170.337 10324.7 55438.1 41744.9
internal_weight=0 4.27033e+06 50083 49824 18332 17349 443 89 354 147 16906 1570 15336 2225 1104 1121 983 31492 6791 6238 360 24701 12751 11950 5878 1253 8101 2897 744 650
internal_count=4318164 4270332 50083 49824 18332 17349 443 89 354 147 16906 1570 15336 2225 1104 1121 983 31492 6791 6238 360 24701 12751 11950 5878 1253 8101 2897 744 650
is_linear=0
shrinkage=0.1


Tree=1900
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 1 1 3 3 3 3 2 1 1 1 1 3 4 5 4 5 0 4 5 5 6 5 5 5 3
split_gain=1.89296e+12 1.12096e+13 5.30782e+13 3.82671e+13 4.52235e+13 4.12569e+13 5.712e+13 5.43678e+13 4.15003e+13 4.51894e+13 3.36417e+13 2.84251e+13 2.80614e+13 4.83783e+13 6.67238e+13 8.9433e+13 4.5711e+13 5.07049e+13 6.85425e+13 5.15271e+13 5.38898e+13 4.98623e+13 4.0688e+13 4.6688e+13 4.03509e+13 3.75798e+13 4.21417e+13 3.63208e+13 3.38358e+13 3.32406e+13
threshold=45.098908000000009 46.672631750000008 20.500000000000004 37.098288800000006 38.096381250000007 38.92948375000001 38.911476500000006 10.500000000000002 4.5000000000000009 6.5000000000000009 8.5000000000000018 5.5000000000000009 43.574807850000006 40.247294600000011 39.110397700000007 39.143775600000005 3.5000000000000004 3.5000000000000004 73.010000000000005 2.5000000000000004 94.040000000000006 45.112033650000008 2.5000000000000004 57.995000000000012 42.895000000000003 1.5000000000000002 109.05000000000001 105.35000000000001 45.005000000000003 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 -6 8 -8 11 -5 -10 13 14 16 24 -7 18 22 -20 -21 -19 23 -18 -16 26 -14 -17 -15 -25
right_child=1 -3 -4 4 5 12 7 -9 9 -11 -12 -13 25 28 15 27 17 21 19 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=172.11711731948805 18751.847532511394 -2.4340583118433998 18608.499943336312 -21353.65125080914 -892.57163693301231 5559.260558109575 7494.1878254664225 -22803.490197405135 76443.783878580725 21115.666477109567 77836.867739955356 18710.637453294836 36753.602200437534 -3273.7294150799057 1543.6184168026148 2626.1369774104978 -2682.1780367074984 84432.444739062514 -44762.399788423754 -3166.6811200317638 -43923.775263998956 -16289.0791015625 14615.211364009912 -24120.231494065316 44019.850183813542 1786.0579229413663 -98851.027555338544 -91952.142149390245 -18505.562767851381 -7262.0805328095948
leaf_weight=556621 900 3695737 1310 1483 4392 5014 860 280 330 732 35 115 508 2663 302 4208 26452 125 662 1449 418 81 1169 1783 862 2984 24 41 3224 3400
leaf_count=556621 900 3695737 1310 1483 4392 5014 860 280 330 732 35 115 508 2663 302 4208 26452 125 662 1449 418 81 1169 1783 862 2984 24 41 3224 3400
internal_value=0 -25.4693 -1319.16 -1723.91 -2013.68 -1596.68 5809.31 18513.1 24192.4 36393.2 -19066.6 61524 -2494.06 -3080.28 -1987.16 8441.17 -3379.13 -4640.2 -4928.61 -20791.4 -12291.7 44828.4 -3705.68 -4382.69 32999.4 6151.31 30636.1 1713.52 -11615.4 -13061.4
internal_weight=0 3.76154e+06 65806 64496 63596 62078 6709 2317 2037 1177 1518 445 55369 51853 45966 5413 40553 35539 35333 2529 1867 206 32804 31635 1164 3516 532 4249 5887 5183
internal_count=4318164 3761543 65806 64496 63596 62078 6709 2317 2037 1177 1518 445 55369 51853 45966 5413 40553 35539 35333 2529 1867 206 32804 31635 1164 3516 532 4249 5887 5183
is_linear=0
shrinkage=0.1


Tree=1901
num_leaves=31
num_cat=0
split_feature=3 5 5 0 0 1 6 1 0 5 0 0 1 1 1 2 0 5 1 1 0 1 4 5 5 4 0 1 0 0
split_gain=1.95705e+12 8.00183e+12 1.63459e+13 1.24639e+13 5.15115e+13 1.8703e+13 2.86828e+13 2.80516e+13 1.83183e+13 2.71023e+13 4.35867e+13 1.83032e+13 1.51616e+13 1.4904e+13 1.38648e+13 1.25785e+13 1.17751e+13 1.06444e+13 1.03409e+13 4.00085e+13 2.15418e+13 1.65593e+13 1.0513e+13 1.20871e+13 3.2377e+13 1.98511e+13 1.80219e+13 1.89631e+13 9.76262e+12 1.72976e+13
threshold=2.5000000000000004 80.00500000000001 79.730000000000018 61.785186750000001 61.674413550000004 37.328003200000005 1.5000000000000002 30.305955500000003 54.725565150000001 114.05000000000001 59.963407450000012 59.755965500000009 37.362912300000012 30.346469350000003 30.468306550000005 1.5000000000000002 54.959412650000012 161.85000000000002 43.868031300000006 49.111504200000006 43.465905150000005 48.712293450000011 4.5000000000000009 110.05000000000001 150.04500000000004 3.5000000000000004 46.672631750000008 47.282206100000003 56.895161300000005 55.993277250000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 -8 10 11 -10 -7 -9 15 -15 -11 -5 20 21 -14 22 23 -20 26 -26 27 -25 29 -16
right_child=-2 3 -4 17 -6 12 7 13 9 16 -12 -13 18 14 28 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=307.29695157658011 -11.03852543283849 -106720.9474262853 -14391.628209223709 -49042.129728618427 114723.54590773811 83081.785000000003 -30946.688839285718 -101979.34254415761 80696.695075334821 49435.448031850967 -20291.615876116073 201091.07622282612 103687.09388020834 -19680.697023809524 -29232.373153005552 89770.153794642858 -34434.773238031914 32950.315703125001 -12930.924748650767 6924.3582108151131 8542.3566073547499 -94157.755182291672 17251.760718433277 6711.4109375000007 47101.699987509084 -66422.735937500009 -147111.91189516129 -106821.25010080646 -73651.163003700654 45062.116937934028
leaf_weight=105757 4205107 31 762 76 42 25 49 23 28 26 28 23 24 21 242 21 47 20 359 2312 2806 30 74 28 43 24 31 31 38 36
leaf_count=105757 4205107 31 762 76 42 25 49 23 28 26 28 23 24 21 242 21 47 20 359 2312 2806 30 74 28 43 24 31 31 38 36
internal_value=0 410.573 202.146 3806.33 4339.34 3614.94 -12994.8 -8002.49 22223.6 39364 79954.9 134992 5374.36 -23948.5 -18935.4 35044.7 -4563.19 -31960.4 5037.2 875.181 9349.24 -21682.4 -17997.2 -23052.3 -46196.1 6436.23 -85377.9 -52941.3 -26109.9 -19611.5
internal_weight=0 113057 106519 6538 6442 6400 613 582 201 152 79 51 5787 381 358 42 73 96 5762 2932 2830 620 590 516 157 67 90 59 316 278
internal_count=4318164 113057 106519 6538 6442 6400 613 582 201 152 79 51 5787 381 358 42 73 96 5762 2932 2830 620 590 516 157 67 90 59 316 278
is_linear=0
shrinkage=0.1


Tree=1902
num_leaves=31
num_cat=0
split_feature=2 0 5 1 3 2 1 1 0 0 5 5 6 1 3 3 5 5 1 1 3 0 5 0 0 1 5 2 5 5
split_gain=1.82962e+12 1.37823e+13 2.31994e+13 2.26e+13 2.07862e+13 1.67397e+13 1.36976e+13 2.83041e+13 2.25799e+13 2.40107e+13 3.0533e+13 2.1566e+13 2.98976e+13 1.85686e+13 2.92148e+13 3.23819e+13 6.03282e+13 5.51924e+13 5.1531e+13 2.58391e+13 1.99516e+13 1.81226e+13 5.33888e+13 1.78197e+13 1.73701e+13 1.70597e+13 1.62424e+13 3.85546e+13 2.82753e+13 2.61485e+13
threshold=19.500000000000004 44.039893800000009 66.990000000000023 39.739656000000004 23.500000000000004 20.500000000000004 82.91993380000001 82.897133550000021 55.061033200000004 55.050600750000008 74.010000000000005 128.92000000000004 1.5000000000000002 61.365473900000005 21.500000000000004 24.500000000000004 77.715000000000018 89.00500000000001 65.551978750000004 65.610478850000007 23.500000000000004 55.010031850000011 64.405000000000015 57.157092150000004 54.990279300000005 82.907204800000002 78.010000000000005 21.500000000000004 89.00500000000001 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 13 9 21 -11 12 -12 -3 -15 16 -16 19 -19 -18 -20 24 -23 26 -9 -10 -17 29 -29 -28
right_child=1 6 3 -5 -6 -7 -8 8 25 10 11 -13 -14 14 15 23 17 18 20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=9.9971245481671307 91312.593411458336 -718.09929118282662 -116948.88498641305 65366.753125000003 18812.364115958379 -12463.649235733697 3442.0463158235939 954.23552309452043 -9515.5533194453346 -17622.054583484238 -49702.206076738919 23289.579026442309 -146470.10704941861 -27403.987486695711 7574.0474045837227 4403.80169477254 213018.04824505976 2002.7997844192219 57414.768080357149 81984.454325810191 173868.87195533013 1082.3569012035023 145407.37385416668 56885.700245949083 -25448.4084925264 33604.953943401837 -41618.297252155171 -38217.547805059527 94475.034855769234 -188139.28839285715
leaf_weight=4218655 60 86923 23 24 116 46 8152 578 183 906 124 26 43 178 353 548 34 106 28 27 31 176 30 54 438 184 29 42 26 21
leaf_count=4218655 60 86923 23 24 116 46 8152 578 183 906 124 26 43 178 353 548 34 106 28 27 31 176 30 54 438 184 29 42 26 21
internal_value=0 -423.825 22180.8 -18218.8 43528.4 -47292.1 -485.097 -836.56 -10945.5 -14590 -25315.1 -61428.8 -74618.5 -529.175 10589.2 15795.3 33401.9 73743.5 43696 155020 118603 -4944.47 22100.6 1636.76 -10428 12103.4 -2842.88 -36497 12517.9 -103157
internal_weight=0 99509 269 93 176 69 99240 91088 2688 2321 1099 193 167 88400 1477 1299 579 226 165 61 59 1222 206 720 1016 367 666 118 68 50
internal_count=4318164 99509 269 93 176 69 99240 91088 2688 2321 1099 193 167 88400 1477 1299 579 226 165 61 59 1222 206 720 1016 367 666 118 68 50
is_linear=0
shrinkage=0.1


Tree=1903
num_leaves=31
num_cat=0
split_feature=0 3 0 5 6 1 0 5 1 0 0 5 4 1 1 0 3 3 0 0 5 2 5 4 0 2 1 0 0 1
split_gain=1.80806e+12 1.26214e+13 3.19192e+13 2.68135e+13 3.73549e+13 2.41347e+13 4.8149e+13 3.80939e+13 2.73364e+13 3.72984e+13 5.06859e+13 4.37446e+13 1.23456e+14 5.03217e+13 8.70576e+13 5.84194e+13 1.07802e+14 6.40607e+13 5.38103e+13 1.19092e+14 5.55829e+13 4.74452e+13 4.34711e+13 4.31362e+13 5.40077e+13 4.27999e+13 4.07348e+13 4.67215e+13 3.86744e+13 4.0684e+13
threshold=56.758269450000007 5.5000000000000009 56.802385350000009 100.05000000000001 1.5000000000000002 65.659480050000013 57.157092150000004 54.410000000000004 60.58031445000001 56.782419000000012 57.945214300000011 67.520000000000024 2.5000000000000004 39.826386800000009 39.899261850000009 57.60800230000001 6.5000000000000009 16.500000000000004 56.876792350000009 56.819808050000006 75.015000000000015 12.500000000000002 142.05000000000004 1.5000000000000002 57.692655200000004 7.5000000000000009 53.243495500000009 56.831297550000009 57.641335050000002 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 7 -7 9 -3 11 26 13 23 15 -15 -17 -18 19 -16 -20 -22 -14 -13 -25 -21 27 -11 -29 -30
right_child=1 5 -4 4 -6 6 -8 -9 -10 10 -12 12 22 14 18 16 17 -19 20 25 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-33.64752733555337 5143.002953644027 9159.4570293698907 470.23617523074449 -70609.751316236419 67488.620022490533 -11292.645346463942 -1861.941926563341 -44872.518824509738 1131.0818643139426 -10245.1440809416 101.21525906876207 28455.548817274306 -1458.7539271354183 -7841.6828403484296 -41787.917058257808 -56444.82492154582 91960.985109823261 -19757.133132512023 -20877.082074038248 -5761.6744917765709 -50683.783348282974 -156133.78206521738 -35648.372227076485 -29539.173280404288 -79601.51110351563 40680.1006234663 -3701.2606378627361 3453.0656430016047 -3934.5996270066189 12854.392402202797
leaf_weight=3399081 12288 4062 240609 23 132 1423 10742 443 156729 3746 376421 90 17421 670 607 89 244 65 1055 404 589 46 380 765 300 390 40571 31245 15947 1587
leaf_count=3399081 12288 4062 240609 23 132 1423 10742 443 156729 3746 376421 90 17421 670 607 89 244 65 1055 404 589 46 380 765 300 390 40571 31245 15947 1587
internal_value=0 124.44 725.64 5664.37 46996.6 -103.98 -4437.57 -19264.7 -20.3622 -383.694 -462.382 -2287.94 -6181.59 -19557.4 -14429.2 10184.2 40529.3 68460.4 -22933.7 -8442.36 -34946.9 -58322.7 -2188.6 -38023.3 -43641.2 17049.8 -1321.18 517.232 1343.73 -2415.03
internal_weight=0 919083 253052 12443 155 666031 12608 1866 653423 496694 492632 116211 23115 5314 4159 1068 398 309 3091 1401 1690 635 17801 1155 1065 794 93096 52525 48779 17534
internal_count=4318164 919083 253052 12443 155 666031 12608 1866 653423 496694 492632 116211 23115 5314 4159 1068 398 309 3091 1401 1690 635 17801 1155 1065 794 93096 52525 48779 17534
is_linear=0
shrinkage=0.1


Tree=1904
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 0 3 3 3 3 5 2 5 0 5 5 3 5 5 3 0 5 0 3 1 4 3 3 5 3
split_gain=1.84236e+12 2.11062e+13 3.98542e+13 5.35809e+13 7.37823e+13 1.69723e+14 5.65422e+13 5.41883e+13 4.92681e+13 5.93676e+13 8.06983e+13 5.21006e+13 4.57452e+13 3.75939e+13 5.4906e+13 5.25598e+13 1.15652e+14 6.66562e+13 4.51778e+13 4.37934e+13 1.71525e+14 1.20496e+14 7.51276e+13 8.65362e+13 1.24957e+14 9.48337e+13 1.01849e+14 7.85731e+13 1.03864e+14 6.59428e+13
threshold=82.871296800000025 82.91993380000001 82.926290250000008 5.5000000000000009 55.02863030000001 55.039751500000008 24.500000000000004 10.500000000000002 19.500000000000004 9.5000000000000018 72.705000000000013 1.5000000000000002 88.015000000000015 54.978840000000005 51.815000000000005 114.05000000000001 9.5000000000000018 99.555000000000021 20.010000000000002 7.5000000000000009 54.990279300000005 70.50500000000001 55.055104550000003 18.500000000000004 82.911991800000024 3.5000000000000004 8.5000000000000018 15.500000000000002 60.905000000000008 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 -3 8 -6 7 -7 9 11 -11 -5 -12 14 -2 17 -17 -16 -15 29 21 -21 23 24 -22 26 -26 -28 -29 -20
right_child=1 2 -4 4 5 6 -8 -9 -10 10 12 -13 -14 18 15 16 -18 -19 19 20 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-36.408761832829178 1015.8195535511941 7545.3526457815597 51.597849384780709 -35348.435072092674 72196.575636856127 -8018.3338865236874 -68516.375493663872 19709.303636153556 14797.039041050399 -17526.558526528996 -74974.74798013152 1115.2303191429587 -13299.62159185466 -24594.010007831839 -8830.992815462987 -46175.637551047585 184433.22231104653 -71880.470506676967 79.951331733911914 14784.178717309313 1509.4274196513443 55906.19658218859 8828.1081211801666 -6943.4401411333256 211470.13897879465 110439.45795451157 9031.9211253020731 22927.835062000362 142040.97646572356 -34953.689069335938
leaf_weight=3294556 18306 2731 907402 463 327 2644 127 961 579 4119 417 2550 169 606 6674 44 43 172 23222 3037 19979 931 14378 11276 28 131 1416 215 111 550
leaf_count=3294556 18306 2731 907402 463 327 2644 127 961 579 4119 417 2550 169 606 6674 44 43 172 23222 3037 19979 931 14378 11276 28 131 1416 215 111 550
internal_value=0 117.184 -33.1557 -5130.63 -7932.35 3115.76 -2937.14 -626.861 -13337.2 -15447.8 -22466.3 -4488.05 -57187.9 1488.71 -1854.55 -9433.52 67803.5 -10415.1 2600.73 2819.66 4458.38 24432.5 2790.99 173.018 3840.53 28339.8 22263.5 19222.3 63484.8 -730.603
internal_weight=0 1.02361e+06 922489 15087 12356 4059 3732 3605 8297 7718 4705 3013 586 101119 25239 6933 87 6846 75880 75274 51502 3968 47534 33156 21880 1901 1770 1742 326 23772
internal_count=4318164 1023608 922489 15087 12356 4059 3732 3605 8297 7718 4705 3013 586 101119 25239 6933 87 6846 75880 75274 51502 3968 47534 33156 21880 1901 1770 1742 326 23772
is_linear=0
shrinkage=0.1


Tree=1905
num_leaves=31
num_cat=0
split_feature=5 6 5 4 1 1 1 5 2 3 1 1 0 1 0 2 3 5 4 0 0 3 1 5 1 0 2 3 0 1
split_gain=2.0874e+12 1.49442e+13 2.05662e+13 3.75936e+13 3.3606e+13 3.13506e+13 6.72281e+13 6.14388e+13 6.56351e+13 4.17565e+13 4.38051e+13 3.90553e+13 4.79217e+13 3.92738e+13 4.07815e+13 3.5894e+13 4.5567e+13 6.34526e+13 4.78267e+13 3.76686e+13 3.75288e+13 3.55088e+13 3.40912e+13 3.08213e+13 2.97862e+13 2.72424e+13 4.51702e+13 3.6124e+13 3.56419e+13 2.6096e+13
threshold=89.00500000000001 1.5000000000000002 105.35000000000001 3.5000000000000004 30.323743050000001 30.226173900000003 30.259484550000003 109.05000000000001 13.500000000000002 5.5000000000000009 65.480823400000006 30.323743050000001 57.641335050000002 60.837513500000007 56.320495600000008 9.5000000000000018 6.5000000000000009 125.85000000000001 2.5000000000000004 54.708501450000007 54.725565150000001 19.500000000000004 37.855187800000003 123.15000000000002 20.507360500000004 60.017447350000005 13.500000000000002 11.500000000000002 59.846652800000008 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 25 7 -7 -4 15 10 11 -8 13 14 22 16 17 20 23 -20 24 -21 -13 -18 -9 26 27 28 -5 -6
right_child=1 -3 5 4 29 6 9 8 -10 -11 -12 12 -14 -15 -16 -17 18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=16.135450242019012 -4205.5257479472266 164.7772943743897 62434.589458048846 -21690.577909482759 -11254.013252295852 -56797.888317752586 -115972.18622159092 66004.071230158734 -137946.94172127018 2439.7703914375397 -58914.997856116424 -64729.646347261674 43999.569581514254 81622.6923555596 -61947.47064941407 102682.39607421875 -35246.500244140625 -12000.832710129311 43206.862411099137 -42124.987997872493 3798.9230320142665 72810.252233886727 -3271.3234355172535 -146665.1795138889 170567.06614583335 -17913.238712158203 129759.79049715911 -2112.504350618708 107501.27172067901 8938.2976251716464
leaf_weight=4097479 32252 167384 238 29 894 206 33 63 31 14505 193 99 170 43 165 40 80 145 145 168 46 32 1022 36 48 80 55 149 81 2253
leaf_count=4097479 32252 167384 238 29 894 206 33 63 31 14505 193 99 170 43 165 40 80 145 145 168 46 32 1022 36 48 80 55 149 81 2253
internal_value=0 -299.588 -1757.86 -3131.68 6649.09 1050.74 -29.9544 17620.1 4831.3 690.575 -14017.9 -8361.78 -5992.77 -12387.6 -15531 10343.3 5502.44 35695.7 -14277.1 4399.78 79746.7 -23735.3 -8698.95 -69824.7 111221 34181.6 47454.1 29976.1 73441.6 3202.06
internal_weight=0 220685 53301 35793 3541 17508 16436 1072 834 16230 1725 1532 1499 1329 1286 803 763 302 461 345 157 200 1121 116 111 394 314 259 110 3147
internal_count=4318164 220685 53301 35793 3541 17508 16436 1072 834 16230 1725 1532 1499 1329 1286 803 763 302 461 345 157 200 1121 116 111 394 314 259 110 3147
is_linear=0
shrinkage=0.1


Tree=1906
num_leaves=31
num_cat=0
split_feature=5 3 5 5 0 0 1 3 1 0 1 5 1 0 0 0 1 0 0 1 5 0 1 1 0 2 6 1 2 2
split_gain=2.27763e+12 9.00726e+12 1.73408e+13 2.08304e+13 2.04849e+13 2.97239e+13 2.07757e+13 1.84202e+13 1.49846e+13 3.14526e+13 1.34824e+13 1.62461e+13 2.71599e+13 2.08292e+13 1.26327e+13 2.83052e+13 1.24236e+13 1.19506e+13 2.39322e+13 1.26337e+13 1.15378e+13 1.12976e+13 2.46519e+13 1.01634e+13 2.69086e+13 5.25182e+13 2.56444e+13 2.40142e+13 3.7518e+13 3.87938e+13
threshold=102.01000000000001 2.5000000000000004 114.05000000000001 110.05000000000001 44.874285750000006 45.084117700000007 42.09605220000001 1.5000000000000002 37.328003200000005 45.133160800000006 38.969379750000009 177.02500000000003 38.096381250000007 55.777112100000004 56.143542450000005 55.657530000000008 38.984911950000004 56.009576300000013 55.535913550000011 35.911716050000003 109.05000000000001 59.939091550000008 30.278357500000002 50.158868250000005 61.785186750000001 7.5000000000000009 1.5000000000000002 41.950906500000009 1.5000000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7 9 -4 11 13 -13 -10 15 16 -9 18 19 -11 -16 22 -19 24 27 26 -26 -3 -29 -30
right_child=1 23 8 -5 5 7 -8 14 10 17 -12 12 -14 -15 20 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=11.656121055422936 116748.49787454045 -1036.9234967699169 -137467.4525568182 55959.706127352983 -75558.663938210229 48144.700497070313 10426.285646972658 -54659.316733870975 22685.788659241749 16666.470357572118 92.896215973505093 127758.13812500001 -1907.77640625 -73099.686681189909 35682.951891063087 -108571.5948828125 18743.670475260416 -493.61031901041673 110823.00382812502 -68707.242367788465 -34489.945625 -2417.6149739583334 -145372.43152173914 -1858.9217140834951 -77316.423968750008 162200.14073444236 33857.992350794055 -13590.095918974868 5250.5025765366354 -45197.285310978084
leaf_weight=4209727 34 49510 22 127 44 100 40 31 179 52 1514 35 30 26 107 30 90 24 20 26 30 48 23 39780 25 29 122 1206 14979 154
leaf_count=4209727 34 49510 22 127 44 100 40 31 179 52 1514 35 30 26 107 30 90 24 20 26 30 48 23 39780 25 29 122 1206 14979 154
internal_value=0 -452.512 5326.02 19750.4 10662.3 2334.75 59277 11168 758.428 -24181.5 3764.08 24349.9 67912.3 10537.4 -1671.11 -21620.2 -62.0535 -11268 13231.9 -11791.4 20316.6 -36541.7 -71391.8 -596.259 164.494 39213.5 14950.8 60.1248 3384.37 4737.12
internal_weight=0 108437 2632 633 506 432 74 388 1999 215 1784 270 65 205 288 151 121 193 98 78 137 95 47 105805 66025 176 147 65849 16339 15133
internal_count=4318164 108437 2632 633 506 432 74 388 1999 215 1784 270 65 205 288 151 121 193 98 78 137 95 47 105805 66025 176 147 65849 16339 15133
is_linear=0
shrinkage=0.1


Tree=1907
num_leaves=31
num_cat=0
split_feature=3 5 5 1 0 5 1 1 1 5 1 0 1 0 1 1 3 5 0 5 5 1 1 0 1 1 6 4 3 1
split_gain=1.84765e+12 9.43355e+12 1.67017e+13 3.01809e+13 2.3884e+13 1.83417e+13 3.59535e+13 5.75439e+13 2.24407e+13 2.97326e+13 3.39829e+13 2.96912e+13 1.6352e+13 1.6202e+13 2.89037e+13 6.29907e+13 2.10612e+13 6.84418e+13 3.67873e+13 1.95093e+13 2.81706e+13 1.67874e+13 3.89415e+13 1.59494e+13 1.57803e+13 1.55877e+13 1.45774e+13 1.48987e+13 1.51762e+13 2.69735e+13
threshold=25.500000000000004 22.030000000000005 36.515000000000008 37.832345550000007 55.657530000000008 37.995000000000012 37.737121850000008 37.767735350000002 37.457850350000008 36.995000000000012 37.615058950000012 55.795550600000006 37.66934650000001 55.769960200000007 37.503486000000002 37.516458750000005 26.500000000000004 32.910000000000004 55.751981950000008 33.805000000000007 27.010000000000002 37.712318250000003 37.642309100000013 60.052595500000002 30.578016350000002 37.777459000000007 1.5000000000000002 1.5000000000000002 28.500000000000004 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 11 10 -10 -4 -12 16 24 19 17 -6 -19 20 -16 22 26 -13 -15 -9 27 28 29 -18
right_child=1 2 5 -5 13 -7 7 25 9 -11 12 23 -14 14 15 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.6663838104970701 -6597.3335261798293 -25750.740329637716 51258.422724736207 -3081.090995910497 -1885.4928341427365 400.89967848557967 133955.20335477943 -44889.856716417911 -40418.916610440341 -44434.52419743286 134309.79575892858 -21752.665855027404 26235.600539434527 6180.044962813754 -135704.76785714287 -975.14405952605978 -26718.92403846154 63066.637198539407 202684.91932373049 -136753.02556818182 14301.442237903228 33242.715516752352 -27608.45395662649 7149.010558650928 21108.094120862319 4929.0694413098599 48973.266011222469 73743.73667763159 6311.6553454202322 101220.57479166667
leaf_weight=4243674 1830 204 77 3717 111 58920 34 67 66 473 21 658 42 3592 21 651 26 46 32 44 31 340 246 269 882 1003 122 38 882 45
leaf_count=4243674 1830 204 77 3717 111 58920 34 67 66 473 21 658 42 3592 21 651 26 46 32 44 31 340 246 269 882 1003 122 38 882 45
internal_value=0 493.721 672.315 4256.1 7985.39 30.9212 -8013.04 5879.27 -17562.9 -32828.5 9726.76 -8409.63 62260.3 8953.48 6082.68 -12126.4 16892.3 48559.2 120346 -87745.7 -46278 13369.6 8397.67 -13365.9 9122.95 1809.57 16355.9 12340.4 9892.04 54369.5
internal_weight=0 74490 72660 11030 7313 61630 2710 1104 1606 602 129 1004 63 7109 5221 747 1888 189 78 96 52 1699 1359 927 4474 1070 1113 991 953 71
internal_count=4318164 74490 72660 11030 7313 61630 2710 1104 1606 602 129 1004 63 7109 5221 747 1888 189 78 96 52 1699 1359 927 4474 1070 1113 991 953 71
is_linear=0
shrinkage=0.1


Tree=1908
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 5 0 1 3 6 5 1 0 1 2 5 3 0 4 5 5 5 1 1 5 1 3 5 1 3
split_gain=1.84792e+12 1.24702e+13 1.17923e+13 2.32898e+13 1.45948e+13 3.14154e+13 6.59433e+13 2.65058e+13 2.95694e+13 2.03007e+13 1.8474e+13 3.30091e+13 2.05828e+13 2.87117e+13 1.80669e+13 6.84496e+13 4.34998e+13 3.08942e+13 2.13331e+13 2.11913e+13 2.11012e+13 4.57549e+13 4.84971e+13 3.39061e+13 2.79567e+13 2.63337e+13 2.35534e+13 2.26895e+13 2.44284e+13 2.31157e+13
threshold=47.249522000000006 33.101335500000005 12.500000000000002 47.981192400000005 13.500000000000002 118.33500000000002 45.013473000000012 38.969379750000009 17.500000000000004 1.5000000000000002 105.35000000000001 39.767857750000005 44.893607100000004 38.969379750000009 14.500000000000002 123.15000000000002 18.500000000000004 44.226894250000008 3.5000000000000004 137.05000000000004 105.35000000000001 116.06000000000002 38.959914000000005 39.694727950000008 112.04500000000002 38.996948700000011 16.500000000000004 63.455000000000005 39.614024000000008 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 10 9 8 -8 -7 -4 12 -12 -14 15 20 17 -17 -18 -19 27 22 -22 24 -24 26 -23 -6 29 -29
right_child=-2 2 3 -5 14 6 7 -9 -10 -11 11 -13 13 -15 -16 16 18 19 -20 -21 21 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=65719.161018318962 -29.389961782282917 -2.940632528064683 4123.6496652654532 50483.790677897137 141.39914696100738 43713.089430588945 80215.444471153853 51927.700120495218 239757.13839285716 -66001.335961914068 -132646.43098958334 65603.853074596773 22423.706818181818 -74433.96809329711 1470.868981873627 -204797.67900815219 72971.354026442321 -32499.371008300783 -52822.169559151786 -130421.99485927486 148334.68206597221 -149306.38750000001 -60139.685438829794 104245.76852678572 76446.649928977276 31370.552323717951 -9207.0820658365901 -8727.4697587001192 8386.6884961650321 -31986.138985893675
leaf_weight=29 3592952 641214 12807 96 10990 26 26 62 21 48 24 31 55 69 55428 23 26 51 28 39 45 24 47 35 22 39 24 2690 685 508
leaf_count=29 3592952 641214 12807 96 10990 26 26 62 21 48 24 31 55 69 55428 23 26 51 28 39 45 24 47 35 22 39 24 2690 685 508
internal_value=0 145.608 142.986 1257.33 1200.98 4257.55 45401.6 94862.6 151500 -27453 3677.74 -28225.9 -47879.4 -31472.9 631.681 -2413.26 -66084.1 -101365 7745.08 -74932.5 -1709.51 27957.8 61603.5 24075.6 -16590.4 -29665.2 -79256.7 -2180.26 -8751.22 -12422.1
internal_weight=0 725212 725183 83969 83873 13169 183 109 47 74 12986 179 148 124 70704 15276 167 113 54 90 15109 236 149 104 69 87 48 14873 3883 3198
internal_count=4318164 725212 725183 83969 83873 13169 183 109 47 74 12986 179 148 124 70704 15276 167 113 54 90 15109 236 149 104 69 87 48 14873 3883 3198
is_linear=0
shrinkage=0.1


Tree=1909
num_leaves=31
num_cat=0
split_feature=2 3 6 4 0 0 4 0 5 1 3 3 0 3 5 4 5 5 3 1 1 0 4 5 5 0 0 2 1 4
split_gain=1.88756e+12 1.65759e+13 4.96007e+13 8.20917e+13 7.50691e+13 7.97458e+13 5.33642e+13 8.04985e+13 4.9166e+13 4.36285e+13 4.78253e+13 4.26831e+13 3.47036e+13 3.4524e+13 4.6754e+13 4.54845e+13 3.47814e+13 3.41223e+13 4.0944e+13 6.17429e+13 3.08671e+14 6.53691e+14 1.06362e+14 1.03953e+14 9.74539e+13 4.4575e+13 1.07323e+14 4.45583e+13 4.22639e+13 4.61107e+13
threshold=9.5000000000000018 12.500000000000002 1.5000000000000002 2.5000000000000004 59.939091550000008 60.052595500000002 1.5000000000000002 60.003414000000006 107.05000000000001 30.315880100000005 10.500000000000002 15.500000000000002 59.990816400000007 11.500000000000002 87.395000000000024 2.5000000000000004 66.50500000000001 47.815000000000005 14.500000000000002 30.346469350000003 30.332994000000003 59.834458500000004 1.5000000000000002 51.815000000000005 50.410000000000004 59.950068600000009 59.939091550000008 13.500000000000002 37.275078000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 -2 6 -6 9 -4 12 -11 17 -8 15 -15 16 -12 -3 -19 20 22 -22 23 24 -20 26 28 -24 29 -21
right_child=1 11 3 -5 5 -7 7 -9 -10 10 13 -13 -14 14 -16 -17 -18 18 19 25 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=33.075586599629411 332.14580168666407 -125.62219557108338 -782.3868908679184 -8853.1614570281363 15088.784124839243 -9503.8300410435986 -51321.096125179603 109616.9118330286 -67112.836375209255 154882.47635690789 -6385.6955729166666 -214.16598367826475 94763.458437499998 68182.798951987163 -81725.538315217404 81363.295132812505 -184943.6965625 2070.0298955782741 101457.81115056819 5062.859088529699 456641.42682845745 -140836.88302083334 22214.293790624739 -21123.277772177418 377026.50855654763 -31333.956311478316 129226.45458984375 -21769.587962474194 8721.5264059980364 -35851.801047853674
leaf_weight=3453778 50288 33629 49632 17751 732 626 87 188 112 38 24 667324 20 218 23 25 20 30210 33 680 47 30 747 31 21 303 72 333 10679 463
leaf_count=3453778 50288 33629 49632 17751 732 626 87 188 112 38 24 667324 20 218 23 25 20 30210 33 680 47 30 747 31 21 303 72 333 10679 463
internal_value=0 -132.158 -1223.97 -3015.05 1087.96 20082.7 33552.7 54572.3 -931.732 31828.5 48999 43.4813 -24015.6 36019.7 53876.2 -26348.5 -87548.4 2268.36 4112.78 8704.77 29945.8 223858 17129.3 124833 208623 6541.83 7506.71 8652.6 6765.4 -11510.6
internal_weight=0 864386 119784 67495 52289 2001 1375 643 49744 455 348 744602 107 310 241 69 44 77278 43649 13439 1242 77 1165 85 54 12197 11894 1080 11822 1143
internal_count=4318164 864386 119784 67495 52289 2001 1375 643 49744 455 348 744602 107 310 241 69 44 77278 43649 13439 1242 77 1165 85 54 12197 11894 1080 11822 1143
is_linear=0
shrinkage=0.1


Tree=1910
num_leaves=31
num_cat=0
split_feature=4 5 5 3 0 2 5 3 3 0 5 3 5 5 5 5 1 0 1 0 1 3 2 0 3 0 2 5 2 1
split_gain=1.90386e+12 9.05515e+12 2.13346e+13 1.26927e+13 1.44209e+13 1.23984e+13 1.46366e+13 3.39194e+13 5.12741e+13 4.27872e+13 3.78529e+13 4.35339e+13 4.05672e+13 3.29274e+13 4.1728e+13 4.43174e+13 4.15217e+13 3.75119e+13 3.15733e+13 3.11813e+13 2.99925e+13 2.7839e+13 2.66394e+13 2.52572e+13 2.8184e+13 2.50404e+13 2.34655e+13 2.3376e+13 2.31205e+13 2.19737e+13
threshold=4.5000000000000009 18.050000000000004 21.015000000000004 8.5000000000000018 55.885524800000006 1.5000000000000002 125.85000000000001 10.500000000000002 16.500000000000004 55.924336300000007 81.00500000000001 17.500000000000004 112.04500000000002 120.05000000000001 107.05000000000001 103.45000000000002 82.784560750000011 54.920670650000005 30.315880100000005 55.87722990000001 37.66934650000001 23.500000000000004 15.500000000000002 57.814144100000007 6.5000000000000009 55.86787755000001 4.5000000000000009 61.845000000000006 3.5000000000000004 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4 7 13 9 20 27 -12 19 14 15 26 23 -17 -19 -13 -9 -14 -21 24 25 -15 -7 -10 -16 -11
right_child=1 2 5 -5 -6 6 -8 8 10 29 11 12 21 16 28 17 -18 18 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8370796376268284 -47412.541628502164 87017.827141702583 8308.7660613292319 -86761.234556361611 62964.72218750001 -9079.1444162518583 2920.701864841571 40926.280952785331 -14994.119377891764 -108489.9242373512 104296.66849986295 -14380.685507812501 -76208.19184351679 16516.303822954964 38380.822195948385 13148.048674162443 -95533.598866673536 -170703.41079545455 -45725.354893254662 158799.98667140154 -35942.760939534506 26890.129614825582 18604.021815557066 -46785.770701828682 -19435.644085763513 151616.20896739131 10261.164478582645 -112843.4834350586 7813.2444149648381 -46659.948746616632
leaf_weight=4303792 29 29 2073 28 20 1235 7014 69 103 105 57 40 67 34 392 111 76 22 249 33 192 43 23 113 87 23 1275 32 671 127
leaf_count=4303792 29 29 2073 28 20 1235 7014 69 103 105 57 40 67 34 392 111 76 22 249 33 192 43 23 113 87 23 1275 32 671 127
internal_value=0 1149.04 1333.26 -33051.7 -2360.6 1159.08 -56.4748 -4088.51 -21842.2 -43396.3 4856.57 26951.7 5550.44 -399.479 2143.25 -4084.17 -30599.2 -35815.9 -55871.2 53052.8 -15621.1 -35906.1 101220 -11396.8 16373.8 71030.3 745.116 -38188 19085.6 -74643.3
internal_weight=0 14372 14295 77 49 14266 12193 5179 891 493 398 263 206 4288 3955 2892 333 382 271 96 261 110 56 257 144 57 2510 135 1063 232
internal_count=4318164 14372 14295 77 49 14266 12193 5179 891 493 398 263 206 4288 3955 2892 333 382 271 96 261 110 56 257 144 57 2510 135 1063 232
is_linear=0
shrinkage=0.1


Tree=1911
num_leaves=31
num_cat=0
split_feature=5 2 5 0 2 3 1 0 1 3 2 0 1 5 0 0 0 0 5 1 5 0 2 5 6 3 3 5 1 0
split_gain=1.76348e+12 8.43467e+12 2.77597e+13 3.31439e+13 3.29345e+13 4.44648e+13 4.22271e+13 3.34067e+13 2.73348e+13 5.22085e+13 2.47716e+13 3.33402e+13 3.88555e+13 3.16158e+13 3.09175e+13 2.79466e+13 2.67058e+13 2.27163e+13 2.81252e+13 2.26281e+13 3.95028e+13 2.79462e+13 4.03155e+13 3.25769e+13 2.65113e+13 2.26029e+13 2.96531e+13 2.68782e+13 2.22967e+13 2.08519e+13
threshold=102.01000000000001 20.500000000000004 107.05000000000001 55.777112100000004 21.500000000000004 24.500000000000004 38.975980350000007 45.047272400000004 38.950530550000003 23.500000000000004 22.500000000000004 45.029420750000007 39.047276750000002 150.04500000000004 55.030402950000003 45.059881250000011 45.040161900000008 45.063245200000004 120.05000000000001 37.098288800000006 103.45000000000002 55.701368300000006 22.500000000000004 103.45000000000002 1.5000000000000002 23.500000000000004 22.500000000000004 112.04500000000002 30.323743050000001 55.727011600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 19 4 5 7 -7 8 -4 -10 14 12 -12 -14 16 -13 -6 -18 -19 20 -3 22 -21 -23 -24 26 -5 -28 -22 -17
right_child=1 2 3 25 10 6 -8 -9 9 -11 11 15 13 -15 -16 29 17 18 -20 21 28 23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=10.256459953629294 -556.87587663990087 192430.33890625031 15317.546093750001 -14693.410615861527 32062.836741071427 80584.394475446432 -36710.921463815794 28753.317440059269 79938.275380859384 259368.61875000002 -126956.82213541667 86432.349602141214 -48046.600265957444 91140.669937500003 8690.8662227746227 9186.3629021935558 -115119.36924342107 33507.041701858107 -74555.525379302548 79317.020009765634 -1211.2834549753291 -69372.119433593747 31617.068019386574 13754.796555298535 -84406.848815524194 -6978.1423081250969 -193180.50441313244 -55159.217296511633 100189.73541294644 95499.591864224145
leaf_weight=4209727 105036 20 24 109 35 42 114 116 50 24 36 54 47 25 198 803 57 37 69 120 57 64 54 179 31 908 21 43 35 29
leaf_count=4209727 105036 20 24 109 35 42 114 116 50 24 36 54 47 25 198 803 57 37 69 120 57 64 54 179 31 908 21 43 35 29
internal_value=0 -398.175 4503.12 492.036 8956.96 35471 -5131.41 65069 108055 138132 1899.27 10325.3 -42130.7 282.313 -19251 16719.5 -47192.8 -64210.9 -36835.6 24852.2 65055.4 14801.4 41993.9 -8138.71 -10697.5 -13289.9 -46417.4 -100447 37365.2 12194.9
internal_weight=0 108437 3401 2841 1760 370 156 214 98 74 1390 994 108 72 396 886 198 163 106 560 112 448 205 243 85 1081 173 64 92 832
internal_count=4318164 108437 3401 2841 1760 370 156 214 98 74 1390 994 108 72 396 886 198 163 106 560 112 448 205 243 85 1081 173 64 92 832
is_linear=0
shrinkage=0.1


Tree=1912
num_leaves=31
num_cat=0
split_feature=1 0 4 5 1 0 0 5 3 5 5 6 0 5 1 2 2 0 3 5 0 3 1 0 3 3 5 0 0 0
split_gain=1.77761e+12 1.40831e+13 3.74801e+13 7.56758e+13 1.06189e+14 7.65212e+13 9.53112e+13 5.33004e+13 5.78743e+13 6.1065e+13 4.08357e+13 4.84591e+13 3.7219e+13 3.39025e+13 5.93382e+13 3.39887e+13 6.90129e+13 5.66798e+13 5.30143e+13 4.30103e+13 4.00683e+13 3.36475e+13 5.17651e+13 4.58771e+13 5.45311e+13 7.39527e+13 7.31713e+13 1.08507e+14 3.44528e+13 3.33124e+13
threshold=30.207352000000004 54.725565150000001 2.5000000000000004 72.010000000000005 30.160599000000001 59.846652800000008 54.943649450000002 97.050000000000011 8.5000000000000018 95.020000000000024 95.020000000000024 1.5000000000000002 54.940316550000006 62.385000000000012 28.619594500000002 1.5000000000000002 2.5000000000000004 57.692655200000004 3.5000000000000004 90.015000000000015 54.762542150000009 4.5000000000000009 30.102666750000001 59.982527000000012 7.5000000000000009 5.5000000000000009 80.00500000000001 59.834458500000004 60.693675950000006 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 12 8 9 13 29 -12 -5 -4 15 -15 18 -18 -17 20 -20 -16 28 24 25 26 27 -24 -23 -10
right_child=-2 2 7 4 -6 -7 -8 -9 10 -11 11 -13 -14 14 21 16 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1866.6568889830262 -9.2425964413984332 667.36941971729641 10762.966760995809 -12065.504252936251 -70818.563363974099 15257.661151783534 -70121.751290180284 -6722.0821144467818 26137.796288388738 77115.393799302183 30973.584489329271 -67643.51434854824 80624.040237559457 -26038.587653586648 4581.1485147187204 -28866.523004804338 -12214.469790283574 44373.746925946703 137850.48557798672 -11338.609738372093 46344.369171216116 -44897.434352972748 1181.3244441485165 -55425.859899436429 -19650.162706938245 161153.77546164775 -56806.022865728686 183128.18423150512 8380.6860548952809 10974.381894898539
leaf_weight=20264 4230377 50024 1777 744 327 767 338 2894 2156 103 82 127 46 220 594 56 659 242 113 43 83 872 99 131 294 44 81 49 141 4417
leaf_count=20264 4230377 50024 1777 744 327 767 338 2894 2156 103 82 127 46 220 594 56 659 242 113 43 83 872 99 131 294 44 81 49 141 4417
internal_value=0 445.392 1139.25 -134.742 -18192.7 -9111.64 -25681.9 5496.19 8351.69 828.958 14564.4 -28951.6 -6668.39 -600.199 -6026.79 10084.9 16729.7 2984.59 58710.5 79230.7 99100.4 -15924.5 -23043.3 -2089.15 10233.8 42416.5 19602.4 61420.5 -37481.6 15948.1
internal_weight=0 87787 67523 52246 2222 1895 1128 15277 12383 5601 6782 209 790 5498 3721 1416 1196 901 295 239 196 2305 1711 698 567 273 229 148 1013 6573
internal_count=4318164 87787 67523 52246 2222 1895 1128 15277 12383 5601 6782 209 790 5498 3721 1416 1196 901 295 239 196 2305 1711 698 567 273 229 148 1013 6573
is_linear=0
shrinkage=0.1


Tree=1913
num_leaves=31
num_cat=0
split_feature=5 3 4 3 2 0 6 0 1 0 0 0 0 0 0 0 3 2 3 0 0 1 4 4 2 3 1 1 1 3
split_gain=1.72658e+12 5.83394e+12 4.40111e+12 1.36486e+13 2.20586e+13 1.27546e+13 2.8474e+13 1.75288e+13 9.9601e+12 1.86544e+13 2.42096e+13 1.82103e+13 3.25623e+13 2.94774e+13 1.54133e+13 3.15981e+13 2.19757e+13 1.77415e+13 4.105e+13 1.97119e+13 4.84245e+13 3.12441e+13 2.08466e+13 1.91519e+13 1.83469e+13 1.51524e+13 1.38063e+13 1.11765e+13 1.08945e+13 1.07322e+13
threshold=225.45000000000002 34.500000000000007 3.5000000000000004 13.500000000000002 10.500000000000002 53.242949050000007 1.5000000000000002 45.055827000000008 54.845880150000006 56.301440000000007 56.663136550000011 54.986619450000006 54.648549400000007 55.039751500000008 55.755036050000008 55.734663800000007 8.5000000000000018 2.5000000000000004 5.5000000000000009 44.039893800000009 45.055827000000008 43.574807850000006 2.5000000000000004 2.5000000000000004 4.5000000000000009 5.5000000000000009 43.574807850000006 48.712293450000011 46.037218400000008 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -5 -8 9 14 -11 12 -10 -13 15 16 17 18 -2 21 22 -19 -21 29 -23 -15 -18 -16 -26 -22
right_child=1 -3 -4 5 -6 -7 7 -9 11 10 -12 13 -14 25 27 -17 26 19 -20 20 23 24 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-1.9875397534729591 -10352.690385330816 54589.088671875004 -1335.3445074542947 -108263.92183593749 100255.6171875 486.52574272155766 39063.821205357141 -58328.715542140155 -11184.099570599725 116988.81709280303 24507.458777530232 127078.762578125 -127900.32720905173 -16536.874294831036 -9409.0434873987415 127102.40585406761 -41092.799739781825 -106689.8158482143 118904.21192491321 81897.362473958347 19764.761867297537 76847.590708705349 208438.15889945652 -64699.141517857148 28115.060907451927 33054.687898000084 10959.033400682472 -76650.557503780248 -70055.407211914062 92870.93896484375
leaf_weight=4313902 273 21 2211 40 26 236 42 33 136 33 199 20 29 172 122 23 123 21 27 30 71 42 23 21 26 96 87 31 20 28
leaf_count=4313902 273 21 2211 40 26 236 42 33 136 33 199 20 29 172 122 23 123 21 27 30 71 42 23 21 26 96 87 31 20 28
internal_value=0 2011.74 1751.4 5113.36 8862.44 -12820.2 -40128 -3788.89 7424.91 12194.2 37662.1 -5208.97 -31697.9 9966.95 6090.32 11557.7 8202.21 18208.1 1280.43 36216.3 57202.3 2908.22 136811 22041.7 29062.3 1227.27 -19528.5 -23033.1 -14567.8 40441.3
internal_weight=0 4262 4241 2030 1679 351 115 75 1653 1200 232 453 165 288 968 815 792 582 300 282 173 109 53 120 88 268 210 153 46 99
internal_count=4318164 4262 4241 2030 1679 351 115 75 1653 1200 232 453 165 288 968 815 792 582 300 282 173 109 53 120 88 268 210 153 46 99
is_linear=0
shrinkage=0.1


Tree=1914
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 2 5 5 3 5 0 5 3 3 5 5 5 5 5 0 0 0 0 3 5 5 0 1
split_gain=1.73462e+12 1.74476e+13 3.3861e+13 1.1034e+14 7.21219e+13 1.55971e+14 7.38992e+13 5.33661e+13 7.04298e+13 1.0946e+14 5.02187e+13 4.81003e+13 5.82166e+13 4.14028e+13 4.05551e+13 1.06041e+14 5.59611e+13 4.86394e+13 3.91021e+13 3.88886e+13 5.80196e+13 4.71799e+13 5.78929e+13 3.54737e+14 1.90706e+14 7.18603e+13 7.94149e+13 6.55387e+13 6.02364e+13 2.43267e+14
threshold=82.871296800000025 82.91993380000001 55.012873400000011 55.030402950000003 55.025681450000008 1.5000000000000002 55.02863030000001 7.5000000000000009 120.05000000000001 97.050000000000011 5.5000000000000009 42.005000000000003 55.002082750000007 52.990000000000002 6.5000000000000009 8.5000000000000018 73.995000000000019 62.995000000000012 74.610000000000014 45.985000000000007 40.905000000000008 55.212972300000011 55.099723300000008 55.110554300000004 55.07108800000001 13.500000000000002 100.05000000000001 107.05000000000001 55.055104550000003 82.888608650000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 14 -6 7 8 9 -7 13 -2 -13 -8 16 -16 17 -4 -12 20 -5 22 24 -24 28 26 -26 -25 -21 -30
right_child=1 -3 3 19 5 6 10 -9 -10 -11 18 12 -14 -15 15 -17 -18 -19 -20 21 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=-35.328206345692323 3156.9956680775699 -22.983708536351173 -25422.528692794942 3084.5808572091919 314757.7921688988 61815.51815663703 -8154.3661093501723 218556.06862499999 -71089.614607007577 282786.76687500003 16813.499740028383 -2166.7310349819377 -24656.087225743613 94298.854290309886 186020.90468750001 13060.522201153311 -114147.37695480874 129232.23166796875 -54936.004247142657 2118.9448877830623 -7559.7501805532856 -84772.501352290798 152798.90154020893 11924.145938265534 -36856.450549675588 6955.6944255790331 -166815.56092354911 -76024.895973899154 187992.3478379648 11463.639121706972
leaf_weight=3294556 21283 922489 109 12634 21 217 59 25 33 25 256 28216 1200 119 36 2308 58 25 108 14885 8611 59 184 2280 1164 396 49 88 79 6592
leaf_count=3294556 21283 922489 109 12634 21 217 59 25 33 25 256 28216 1200 119 36 2308 58 25 108 14885 8611 59 184 2280 1164 396 49 88 79 6592
internal_value=0 113.706 1360.7 3195.68 20595.1 45565.6 38851.8 78671.9 65955.2 84643.1 16811.1 -464.18 -3084.16 60339.6 12097.6 15716.9 -32087.5 3430.97 -4474.81 1937.94 -1229.77 4548.81 4753.73 19048.5 3178.92 -30031.3 -42106.2 8655.77 5657.83 13554.1
internal_weight=0 1.02361e+06 101119 50420 3399 863 842 300 275 242 542 50699 29416 178 2536 2344 192 134 364 47021 21245 25776 25717 2552 23165 1609 1213 2368 21556 6671
internal_count=4318164 1023608 101119 50420 3399 863 842 300 275 242 542 50699 29416 178 2536 2344 192 134 364 47021 21245 25776 25717 2552 23165 1609 1213 2368 21556 6671
is_linear=0
shrinkage=0.1


Tree=1915
num_leaves=31
num_cat=0
split_feature=4 1 1 2 1 0 5 1 0 3 5 0 1 3 0 0 3 0 5 1 3 1 4 5 6 5 1 3 3 3
split_gain=1.68714e+12 8.82669e+12 3.1953e+13 4.87877e+13 3.34033e+13 3.63071e+13 3.49841e+13 3.20944e+13 6.03036e+13 3.0254e+13 3.11615e+13 4.144e+13 2.60864e+13 2.42966e+13 2.3557e+13 2.00895e+13 3.74462e+13 3.90796e+13 8.10889e+13 3.89727e+13 2.5942e+13 2.33425e+13 2.18479e+13 2.03309e+13 3.13915e+13 3.66248e+13 1.99007e+13 1.96026e+13 1.80008e+13 2.22267e+13
threshold=4.5000000000000009 30.362552800000003 34.359746700000009 14.500000000000002 30.451272450000005 59.950068600000009 177.02500000000003 30.425002000000003 59.846652800000008 4.5000000000000009 161.85000000000002 59.932719750000011 30.502469200000004 5.5000000000000009 59.916647550000008 59.939091550000008 19.500000000000004 59.846652800000008 73.010000000000005 30.259484550000003 12.500000000000002 30.259484550000003 7.5000000000000009 161.85000000000002 1.5000000000000002 225.45000000000002 30.370618100000005 5.5000000000000009 25.500000000000004 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 4 5 7 12 8 -3 -10 11 -11 14 -13 -6 16 17 20 -19 -20 21 23 -17 -2 -25 27 -15 -26 29 -4
right_child=1 2 28 -5 6 -7 -8 -9 9 10 -12 13 -14 26 -16 22 -18 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-3.6120927111689443 13406.915984971791 -142846.34450604839 736.58919907958762 107037.89074074075 -182762.24773848685 -103932.15612664475 46129.120410156254 91306.16599264706 89948.993619791669 -50710.850546875008 -93773.465277777781 116261.1155616554 -50332.007595957883 65290.587854930331 -52735.58920454546 -2013.2094566033811 -81460.093955592107 206248.42608173078 107171.96533380682 19462.238592168032 90404.877000000008 -114764.71669034092 -107855.7051953125 28903.076438210232 -199959.04959239133 1063.4758482142859 -61804.637375710234 -69399.687560504419 -63407.160010901163 29150.381431460552
leaf_weight=4303792 180 31 11600 27 38 38 24 34 36 65 36 37 92 28 22 784 38 26 55 642 25 22 20 44 23 35 22 23 43 282
leaf_count=4303792 180 31 11600 27 38 38 24 34 36 65 36 37 92 28 22 784 38 26 55 642 25 22 20 44 23 35 22 23 43 282
internal_value=0 1081.67 109.412 -23916.2 -30945.6 -12039.9 -66071.6 42.8457 -12125.6 5965.22 -10116.8 9696.65 -83787.5 54828.7 -135086 7398.52 16099.2 19547.8 32851.6 26383.4 -7777.7 -15284 -4646.11 -8108.36 -39090.4 -76025.1 9368.69 -134679 1177.22 1410.94
internal_weight=0 14372 12455 530 503 327 176 289 255 224 188 152 152 87 60 1917 1113 1075 723 697 352 327 804 305 125 81 50 46 11925 11882
internal_count=4318164 14372 12455 530 503 327 176 289 255 224 188 152 152 87 60 1917 1113 1075 723 697 352 327 804 305 125 81 50 46 11925 11882
is_linear=0
shrinkage=0.1


Tree=1916
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 1 5 1 5 3 0 1 1 0 0 3 0 0 0 3 5 5 0 3 0 5 1 0 5 0
split_gain=1.66881e+12 3.00236e+13 1.45068e+14 6.9932e+13 6.93146e+13 6.87029e+13 7.98727e+13 9.18872e+13 1.48323e+14 1.12567e+14 2.6261e+14 1.01499e+14 8.37722e+13 7.72238e+13 1.26534e+14 6.18288e+13 5.77964e+13 5.26491e+13 1.33568e+14 9.37056e+13 9.85305e+13 6.95836e+13 6.61836e+13 1.43094e+14 6.41982e+13 1.07713e+14 6.19423e+13 5.851e+13 5.8349e+13 5.82118e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 60.005000000000003 30.259484550000003 30.362552800000003 63.855000000000011 30.305955500000003 70.00500000000001 23.500000000000004 59.932719750000011 30.346469350000003 30.315880100000005 60.003414000000006 60.029906750000002 22.500000000000004 59.932719750000011 55.851332700000007 56.009576300000013 21.500000000000004 74.610000000000014 81.00500000000001 55.885524800000006 27.500000000000004 55.885524800000006 72.010000000000005 37.436176200000013 55.826364100000013 70.50500000000001 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 12 8 -8 10 -9 -12 13 15 -15 -6 -10 27 19 21 24 -19 23 29 25 26 28 -7 -21 -22
right_child=1 2 -4 4 5 17 7 9 16 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-34.118110831872201 305.40311062056833 8818.5710561842261 190.02964463114836 -14011.571206409697 14432.430487215459 -1395.709592997689 15088.59209283121 7594.3291294123474 61272.08543346775 2582.6629454801387 65258.743762324695 171901.94921093751 -29542.729832648649 139061.38708321709 -4471.3647947423597 -59444.931011540641 -82336.181324914389 -21012.098966591289 -1594.1569811559955 -31191.670867971385 179989.67455690299 -75142.425084267903 2072.4570164240058 -118186.03676470589 3456.1362835654918 -99845.246486511242 -4337.9711637650635 12706.361649300849 -133148.02890624999 68328.063758116885
leaf_weight=3318589 672699 22413 149142 4697 394 102604 617 1343 31 1835 830 100 987 112 136 159 292 5598 27299 593 67 248 275 34 2064 160 1601 3029 62 154
leaf_count=3318589 672699 22413 149142 4697 394 102604 617 1343 31 1835 830 100 987 112 136 159 292 5598 27299 593 67 248 275 34 2064 160 1601 3029 62 154
internal_value=0 113.272 1317.32 -136.19 -2048.74 -1675.7 8119.22 14552.3 -13652.2 21006.2 35879.5 76725.8 -10043.2 13984.3 60349.9 -6808.98 -68553.3 -2141.37 -5325.26 -14707.7 -4671.71 -23308.4 36100.8 72798.1 -9495.25 -20559.7 -14936.6 -991.336 -40842.5 102180
internal_weight=0 999575 171555 828020 155321 150624 6836 5048 940 4108 2273 930 1788 801 248 553 323 143788 38155 10856 5010 5846 530 255 4480 2416 2256 105633 655 221
internal_count=4318164 999575 171555 828020 155321 150624 6836 5048 940 4108 2273 930 1788 801 248 553 323 143788 38155 10856 5010 5846 530 255 4480 2416 2256 105633 655 221
is_linear=0
shrinkage=0.1


Tree=1917
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 1 0 0 5 0 2 5 3 1 2 5 0 6 1 1 0 1 0 0 5 5 6 1 1
split_gain=1.89612e+12 1.0909e+13 4.01689e+13 9.91876e+13 1.56806e+14 1.28752e+14 9.68128e+13 1.27532e+14 1.78978e+14 9.43091e+13 1.46784e+14 1.12285e+14 9.39881e+13 8.74696e+13 6.95425e+13 6.8589e+13 6.47217e+13 6.30409e+13 1.01209e+14 6.28856e+13 6.2441e+13 6.36436e+13 6.03048e+13 6.94078e+13 1.08537e+14 9.75684e+13 1.0193e+14 9.42725e+13 9.06804e+13 5.88823e+13
threshold=10.500000000000002 14.500000000000002 37.752451500000006 37.615058950000012 55.68356880000001 55.664473600000008 37.792847950000002 55.719391050000006 55.734663800000007 54.410000000000004 55.86787755000001 9.5000000000000018 96.015000000000015 12.500000000000002 37.692869000000009 3.5000000000000004 61.020000000000003 55.601678500000013 1.5000000000000002 37.737121850000008 37.767735350000002 55.820531900000013 37.869926150000005 55.762622900000004 55.664473600000008 85.020000000000024 89.00500000000001 1.5000000000000002 37.832345550000007 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 29 5 -5 7 17 12 -6 11 -11 15 20 -7 -9 -12 -4 -19 -18 -10 -22 23 24 -8 27 -27 -26 -29 -2
right_child=1 -3 6 4 9 14 22 8 13 10 16 -13 -14 -15 -16 -17 19 18 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=51.591108717762125 697.98281210027665 44.32040027375831 -17356.831099163806 -375.09252805504769 6415.2257179917851 -71731.564990706145 -18423.939385964251 -16092.925339439655 -87325.83408260571 25615.870594098193 31927.939433007985 67398.333487880984 136484.22514880952 19934.47421958865 -12608.806469535331 -92537.250364744512 -11516.753783709568 89912.053475864959 1944.5151922521459 87477.682749825108 14080.963339039094 -66314.153665865393 -1514.7767728934441 -2204.7302003013388 82890.474211456181 219201.8435436321 39940.696394135681 -1204.3735061468376 40277.162206392211 -4725.0659451219199
leaf_weight=2688514 98034 1303445 1892 5627 8133 414 622 145 170 2459 571 871 21 524 383 616 1519 140 1988 67 267 156 170860 3051 241 53 79 1206 936 25160
leaf_count=2688514 98034 1303445 1892 5627 8133 414 622 145 170 2459 571 871 21 524 383 616 1519 140 1988 67 267 156 170860 3051 241 53 79 1206 936 25160
internal_value=0 -85.1124 -602.298 651.873 7175.69 -5703.1 -1584.14 -14164.7 -35521.5 13250.1 23381 36544.6 -72212.6 -9834.48 -43320 -77971.6 3058.84 -4076.05 7731.85 -7334.77 -36139.6 -15568.3 -1163.55 8534.3 18978.9 28229.3 111917 23593.6 16922 -409.57
internal_weight=0 1.62965e+06 326205 143238 20044 6424 182967 5919 1899 13620 5487 3330 782 1117 797 761 2157 4020 2128 1586 593 423 177048 6188 3137 2515 132 2383 2142 123194
internal_count=4318164 1629650 326205 143238 20044 6424 182967 5919 1899 13620 5487 3330 782 1117 797 761 2157 4020 2128 1586 593 423 177048 6188 3137 2515 132 2383 2142 123194
is_linear=0
shrinkage=0.1


Tree=1918
num_leaves=31
num_cat=0
split_feature=2 0 3 5 6 0 1 3 0 0 5 0 6 1 4 0 5 5 5 1 5 0 0 0 6 0 1 0 5 5
split_gain=1.77149e+12 1.26445e+13 3.32635e+13 1.70117e+13 1.87295e+13 1.73105e+13 1.68073e+13 3.0584e+13 4.70588e+13 4.38981e+13 5.92394e+13 2.84232e+13 6.63733e+13 4.48478e+13 4.05454e+13 2.54754e+13 2.39359e+13 2.74206e+13 2.27829e+13 2.19385e+13 2.91209e+13 2.86757e+13 2.78523e+13 2.72575e+13 4.18122e+13 3.75556e+13 5.26861e+13 4.30689e+13 2.5771e+13 6.57514e+13
threshold=19.500000000000004 59.896318000000008 22.500000000000004 37.005000000000003 1.5000000000000002 59.950068600000009 37.777459000000007 23.500000000000004 59.882016200000002 59.882016200000002 69.610000000000014 55.755036050000008 1.5000000000000002 37.737121850000008 2.5000000000000004 55.769960200000007 58.305000000000007 33.395000000000003 90.015000000000015 37.457850350000008 103.45000000000002 55.87722990000001 55.812836050000008 55.899899800000007 1.5000000000000002 55.812836050000008 37.559851850000008 55.834684950000003 57.995000000000012 40.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 7 9 -9 11 16 12 14 15 -2 -13 17 -11 -16 21 23 22 -17 24 25 26 -21 -27 29 -26
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12 13 -14 -15 18 19 -18 -19 -20 20 -22 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=9.8370259831402471 18787.610592361056 -1699.074072911744 -1434.4686721384442 -56894.954647222177 -8690.8637043602412 -22459.265570157899 -1162.7656945431363 734.51601933332745 -32633.050227928605 -18197.916871088204 126367.60247802734 -69215.975328685628 -4677.8577751894727 128317.9508101852 70591.118743186773 46173.212418241281 -52653.794860197377 45609.546542900702 -9657.5978372713416 1102.4711472602739 -97272.189317908662 -975.63924143506665 -38650.791891400841 -16153.545296950353 12113.954089543271 126409.61108685663 -110872.86406912078 11964.981441263815 15702.35568000638 153810.61816850142
leaf_weight=4218655 1314 529 13227 227 487 409 48430 28604 429 88 64 54 1204 27 258 43 38 287 41 146 26 1525 388 341 65 34 59 1001 98 66
leaf_count=4218655 1314 529 13227 227 487 409 48430 28604 429 88 64 54 1204 27 258 43 38 287 41 146 26 1525 388 341 65 34 59 1001 98 66
internal_value=0 -417.038 -3105.45 -16484.4 -23449.2 -34750 55.6181 1685.63 241.467 7535.81 36845.3 5446.04 13088.9 -112.923 26350.6 -1014.54 22972.6 30636.1 59587.1 -43.3205 7807.54 -7412.53 -30188.1 9316.97 15229.5 7979.3 -31124.6 15724.5 54487.9 83503.1
internal_weight=0 99509 14879 1652 1123 636 84630 36200 29033 7167 477 6690 2817 3873 1613 3846 413 375 299 3792 1836 1956 431 1810 1469 1240 205 1035 229 131
internal_count=4318164 99509 14879 1652 1123 636 84630 36200 29033 7167 477 6690 2817 3873 1613 3846 413 375 299 3792 1836 1956 431 1810 1469 1240 205 1035 229 131
is_linear=0
shrinkage=0.1


Tree=1919
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 1 3 5 6 3 1 1 5 5 5 0 5 1 4 5 3 5 4 1 6 5 2 3 5
split_gain=1.75551e+12 1.42612e+13 2.69671e+13 2.6722e+13 2.80674e+13 2.36277e+13 2.82585e+13 2.78088e+13 2.69975e+13 2.65466e+13 5.31956e+13 3.62757e+13 5.84343e+13 2.75008e+13 2.25645e+13 2.25731e+13 2.10627e+13 2.96721e+13 4.0323e+13 2.17843e+13 3.46549e+13 2.77617e+13 3.61743e+13 3.74152e+13 3.08716e+13 3.01991e+13 4.30787e+13 2.47376e+13 2.30774e+13 2.05411e+13
threshold=50.973130900000008 51.636650050000007 3.5000000000000004 37.869926150000005 49.010000000000012 39.188277450000008 39.143775600000005 10.500000000000002 85.91500000000002 1.5000000000000002 21.500000000000004 41.950906500000009 47.981192400000005 75.750000000000014 90.015000000000015 80.00500000000001 51.67657710000001 68.52500000000002 39.262370300000008 3.5000000000000004 150.04500000000004 10.500000000000002 125.85000000000001 1.5000000000000002 39.188277450000008 1.5000000000000002 104.75000000000001 8.5000000000000018 8.5000000000000018 64.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5 13 11 29 -13 -7 15 -12 17 -3 19 20 21 24 23 27 -19 -26 -27 -23 -28 -11
right_child=1 16 3 5 -6 9 -8 -9 -10 10 14 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=129.47933598298491 8502.0397273941999 1035.8490214730675 -1997.9335241967267 2343.9380830372643 -15764.657705837017 -6746.2337851490192 24338.897238750629 -9645.0510596945824 25571.93677739731 -6718.36113535408 45748.337098621188 11456.216849666333 -8159.0409302959206 -28740.988809332648 -19903.261054460396 139918.31638020833 -28.930631141426687 863.90034134684618 -40619.941457057648 -20493.244845053789 106689.94390625 -19810.406889816812 -121465.34851190477 7981.919771435767 19016.604805814302 51199.022041266027 90202.535724431829 84526.487834821441 236759.68731398811 -28118.257173257694
leaf_weight=842766 2228 12286 2945 5871 2979 5024 565 1832 547 2949 168 3442 2718 641 43 30 3426285 217 148 191 40 29 21 3119 208 195 22 105 21 529
leaf_count=842766 2228 12286 2945 5871 2979 5024 565 1832 547 2949 168 3442 2718 641 43 30 3426285 217 148 191 40 29 21 3119 208 195 22 105 21 529
internal_value=0 -31.3981 -2115.99 -2897.19 -8920.8 -1432.27 2703.44 1221.74 4323.64 -3777.64 -648.198 -1808.57 2801.3 -9234.96 45757 60016.5 -11.7134 3541.55 10674.3 12495.7 14080 13139.1 9360.3 10204.9 31799.6 46851.3 71177.4 61946.1 161777 -9973.26
internal_weight=0 3.4754e+06 32511 30283 5924 24359 8815 8250 6418 15544 9879 9638 6160 5665 241 198 3.44289e+06 16602 4316 4168 3977 3937 3274 3253 663 446 238 134 43 3478
internal_count=4318164 3475398 32511 30283 5924 24359 8815 8250 6418 15544 9879 9638 6160 5665 241 198 3442887 16602 4316 4168 3977 3937 3274 3253 663 446 238 134 43 3478
is_linear=0
shrinkage=0.1


Tree=1920
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 1 1 3 2 3 5 3 3 5 5 6 5 4 5 5 5 1 5 2 0 5 5 4
split_gain=1.76885e+12 8.50453e+12 3.98588e+13 2.73295e+13 5.70146e+13 4.68355e+13 4.37904e+13 5.1811e+13 4.37486e+13 6.98263e+13 4.39319e+13 4.03817e+13 3.82916e+13 3.74886e+13 3.72974e+13 3.48315e+13 2.84832e+13 3.2773e+13 5.77537e+13 5.07091e+13 6.39734e+13 5.01698e+13 3.52027e+13 2.76409e+13 2.64298e+13 2.57389e+13 2.54844e+13 2.54607e+13 2.22675e+13 4.81238e+13
threshold=83.663637000000008 83.011163250000024 53.310923100000004 55.02863030000001 87.395000000000024 55.017213950000006 9.5000000000000018 83.053286850000021 83.026705000000007 14.500000000000002 4.5000000000000009 3.5000000000000004 63.855000000000011 18.500000000000004 10.500000000000002 65.045000000000016 31.990000000000006 1.5000000000000002 86.810000000000016 2.5000000000000004 56.835000000000008 66.040000000000006 75.015000000000015 83.026705000000007 97.050000000000011 1.5000000000000002 55.078308950000007 44.605000000000011 40.005000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 27 7 12 9 14 26 -9 -5 -11 16 -12 -8 -18 19 20 28 -21 -23 24 -7 -25 -10 -4 -19 -30
right_child=-2 2 3 4 -6 23 8 11 10 13 15 -13 -14 -15 -16 -17 17 18 -20 21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=14.373558548071665 272.48583786474131 -18236.980315869729 -2115.9087869585742 15515.048303265879 -48698.346775436403 12969.413917339705 49700.190798611118 8652.9758641826138 -27360.962596164965 26151.317717737838 2302.023165902111 -16953.296878303849 64973.454346277576 -10325.246486020893 -18472.815171114558 -48555.672002551022 -862.62861465682784 101.0487419692674 -47847.83794262771 -4882.8653879911108 -22714.610447108269 53909.812901856814 7530.1973247041642 -24416.27363470415 -79641.825604838727 5467.1301557912775 31915.405294639189 2291.1667392989625 -15719.909626616542 6706.0305569021402
leaf_weight=3928897 225778 1289 25647 1977 256 5172 108 1534 1588 1351 1605 1029 170 356 1333 147 77065 6071 323 742 2169 363 298 413 31 954 76 26815 3251 1356
leaf_count=3928897 225778 1289 25647 1977 256 5172 108 1534 1588 1351 1605 1029 170 356 1333 147 77065 6071 323 742 2169 363 298 413 31 954 76 26815 3251 1356
internal_value=0 -15.0331 -721.721 -582.528 -1564.42 1133.48 -1447.17 7971.86 -1898.93 -1498.24 -13017.1 -1627.5 19431.2 18544 -1865.8 -1965.15 -1624.51 -1685 -6033.85 -5086.06 -7057.41 12965.2 33000.4 9092.94 12417.6 -3561.29 -24653.6 136.688 -3877 -9119.18
internal_weight=0 4.09239e+06 163489 162200 103168 59032 102912 4710 98202 94786 3416 2563 2147 1707 93079 1752 91746 91638 14573 14250 12847 1403 661 6570 5203 1367 1664 52462 10678 4607
internal_count=4318164 4092386 163489 162200 103168 59032 102912 4710 98202 94786 3416 2563 2147 1707 93079 1752 91746 91638 14573 14250 12847 1403 661 6570 5203 1367 1664 52462 10678 4607
is_linear=0
shrinkage=0.1


Tree=1921
num_leaves=31
num_cat=0
split_feature=3 2 0 1 1 5 5 3 5 5 5 5 5 5 5 1 3 5 5 5 4 2 5 5 5 5 5 0 1 1
split_gain=1.87526e+12 1.79873e+13 2.12002e+13 5.57818e+13 1.38155e+14 7.46681e+13 7.2425e+13 5.64797e+13 1.51827e+14 1.7511e+14 9.81392e+13 6.24242e+13 4.75559e+13 5.90695e+13 4.29284e+13 6.26815e+13 3.64899e+13 1.2132e+14 8.08338e+13 5.74037e+13 7.64729e+13 5.02295e+13 4.3968e+13 4.07891e+13 3.86596e+13 3.55236e+13 3.34786e+13 3.13325e+13 4.335e+13 4.9212e+13
threshold=4.5000000000000009 1.5000000000000002 43.592450450000008 39.726951800000002 39.739656000000004 16.850000000000005 94.040000000000006 3.5000000000000004 40.905000000000008 71.715000000000018 64.805000000000021 37.995000000000012 107.05000000000001 132.05000000000004 101.05000000000001 39.899261850000009 3.5000000000000004 84.030000000000015 35.505000000000003 52.990000000000002 2.5000000000000004 2.5000000000000004 62.995000000000012 34.305000000000007 55.005000000000003 71.715000000000018 51.815000000000005 44.893607100000004 39.143775600000005 39.863684800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 7 11 -9 10 26 -5 16 -14 -6 -16 17 19 23 -7 22 -22 24 -18 -21 -13 -10 28 -4 -30
right_child=-2 2 27 4 14 12 -8 8 9 -11 -12 25 13 -15 15 -17 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=715.24789620975446 20.242370347237614 164868.55375000002 8992.936960154233 71302.745545708967 -7157.1081072191955 -39904.169551188155 244382.767734375 -7004.9492659322341 248401.29197716346 -75648.765318080361 428459.82017045462 -103015.19396306819 -243121.63309060803 -23118.384435096155 98859.681908356739 6823.3411304100227 -10324.705136037428 203202.59861778846 -77755.459471023205 40889.874188701928 -151431.04869342674 44143.652311197919 -7254.3055397727285 140559.30335937502 199138.62599198194 52614.626494140626 78640.839806547621 -862.63264734826066 -10046.29976537013 5609.2069966499375
leaf_weight=133474 3945856 20 7906 67 7549 360 20 89 26 21 22 55 23 26 89 439 172 26 299 26 29 24 33 20 38 20 21 213296 3640 4478
leaf_count=133474 3945856 20 7906 67 7549 360 20 89 26 21 22 55 23 26 89 439 172 26 299 26 29 24 33 20 38 20 21 213296 3640 4478
internal_value=0 -214.536 -734.152 -5359.68 -2596.78 -26580.6 59751.7 48248.2 85608.6 177193 254145 1153.1 -30139.1 -126385 -5229.05 22337 -25547 -7506.11 -45241.4 -18248.1 33726.4 -62868.9 86505.3 5392.38 134850 -61513.9 172551 -542.249 3722.39 -1410.51
internal_weight=0 372308 238834 9514 8418 1096 341 321 179 90 69 142 1076 49 8077 528 1027 536 491 510 150 53 97 192 64 75 47 229320 16024 8118
internal_count=4318164 372308 238834 9514 8418 1096 341 321 179 90 69 142 1076 49 8077 528 1027 536 491 510 150 53 97 192 64 75 47 229320 16024 8118
is_linear=0
shrinkage=0.1


Tree=1922
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 3 1 3 0 0 5 0 1 4 3 1 0 3 0 5 5 5 3 4 1 1 3 1 5 5
split_gain=1.80797e+12 2.8057e+13 2.77047e+13 4.73592e+13 8.1299e+13 8.7296e+13 9.04556e+13 9.18619e+13 6.8442e+13 6.43755e+13 6.11851e+13 8.98649e+13 1.80792e+14 1.0136e+14 9.24956e+13 5.78365e+13 5.72379e+13 9.32047e+13 5.23207e+13 5.17319e+13 4.83461e+13 5.34549e+13 4.60594e+13 7.3971e+13 5.60638e+13 1.38724e+14 6.89976e+13 6.72292e+13 1.1432e+14 5.19735e+13
threshold=49.111504200000006 50.227799100000006 47.815000000000005 53.310923100000004 53.145783300000012 9.5000000000000018 50.158868250000005 4.5000000000000009 55.784980300000008 55.795550600000006 72.010000000000005 55.812836050000008 49.148175700000003 2.5000000000000004 6.5000000000000009 49.323301500000007 53.242949050000007 3.5000000000000004 53.204054050000003 116.06000000000002 150.04500000000004 105.35000000000001 6.5000000000000009 1.5000000000000002 49.236330900000006 49.201680550000006 17.500000000000004 49.177301950000007 98.020000000000024 81.910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 15 22 -11 12 13 -12 19 -5 -8 -18 20 -15 21 -7 23 -10 25 26 27 28 -24 -29
right_child=1 -3 3 8 5 18 16 -9 9 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-57.011460046834841 -10.461090801210542 -33.436512011586281 -9230.6745393788387 -149.92740804723903 -1603.6384148504721 -4279.329342623666 -2586.3521933951033 45959.890076947318 147142.70529829545 6266.7771909587118 203986.14559411339 4116.1492656747942 -30358.215801801889 22498.581603826995 -87063.578997672885 -13084.390514178893 129479.40865565708 18239.433424660012 11772.346516231984 156079.12359375 -101352.98622448981 38184.697558901818 24388.376795008735 27503.966966825115 29846.711206714244 -30235.903564425415 -4436.8107962785516 31543.172743643012 -54808.095508696271 86253.0322265625
leaf_weight=2430983 65448 1752533 2537 23888 523 4572 1681 1816 55 11673 43 3323 2105 69 47 4042 84 729 5327 50 49 317 1040 856 1166 881 1238 628 221 240
leaf_count=2430983 65448 1752533 2537 23888 523 4572 1681 1816 55 11673 43 3323 2105 69 47 4042 84 729 5327 50 49 317 1040 856 1166 881 1238 628 221 240
internal_value=0 73.4396 1464.5 2859.5 7332.91 10116.2 21197.9 35324.7 1329.61 5290.03 2135.29 -6420.14 -21550.7 67156.8 31713.1 -2021.79 7949.14 29732.9 4898.63 78624.9 -2516.57 -1525.99 13923.8 34726.9 10423.3 5091.94 14335.7 25251.8 10508.6 46670.3
internal_weight=0 1.88718e+06 134648 69200 17635 15098 4833 2339 51565 23635 17310 5637 2314 209 166 27930 2494 813 10265 119 4938 4889 6325 911 5414 4248 3367 2129 1261 868
internal_count=4318164 1887181 134648 69200 17635 15098 4833 2339 51565 23635 17310 5637 2314 209 166 27930 2494 813 10265 119 4938 4889 6325 911 5414 4248 3367 2129 1261 868
is_linear=0
shrinkage=0.1


Tree=1923
num_leaves=31
num_cat=0
split_feature=5 5 1 1 2 0 0 3 4 1 3 0 5 3 0 3 4 1 1 0 3 3 2 0 5 1 1 2 1 5
split_gain=1.81702e+12 8.28499e+12 2.94296e+13 4.07147e+13 4.32861e+13 6.35295e+13 3.98656e+13 6.09695e+13 6.7026e+13 4.02407e+13 6.36931e+13 5.54428e+13 5.09957e+13 5.90256e+13 5.69941e+13 4.34736e+13 8.3472e+13 7.18052e+13 4.3313e+13 3.82235e+13 3.63448e+13 3.22781e+13 3.95951e+13 4.39041e+13 3.17239e+13 4.27474e+13 3.3473e+13 2.89158e+13 2.75925e+13 4.44685e+13
threshold=102.01000000000001 109.05000000000001 30.226173900000003 30.370618100000005 18.500000000000004 60.052595500000002 59.990816400000007 21.500000000000004 3.5000000000000004 30.305955500000003 15.500000000000002 59.939091550000008 105.35000000000001 9.5000000000000018 59.853570100000006 7.5000000000000009 3.5000000000000004 30.323743050000001 30.346469350000003 59.904813200000007 3.5000000000000004 4.5000000000000009 2.5000000000000004 59.950068600000009 105.35000000000001 30.259484550000003 30.278357500000002 4.5000000000000009 30.259484550000003 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 5 6 7 9 -9 10 11 19 -11 15 -15 16 17 -14 -19 -4 -2 -13 23 -23 26 -26 -24 -18 29 -8
right_child=1 -3 3 -5 -6 -7 28 8 -10 12 -12 21 13 14 -16 -17 27 18 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=10.410975474925618 -74101.562975543478 119.71107195690645 -43138.085550130214 -1242.6817708972685 41316.603838975694 84169.195627081208 -11276.519021371696 106718.9386530497 -56663.32803819445 -6003.7986662564217 132757.03706597222 58720.82914620536 27768.676254734852 -215944.60569196427 -65787.646421649653 48315.127234700522 32470.744220020326 -218839.37470238097 -79784.79407552084 46526.472130867907 16466.985350326602 -234526.10265625 -18583.479232893322 -57626.937483377667 -71449.767906605121 69046.022265624997 -124818.69732638889 -92005.749431818185 -26360.339034696692 -106923.07863674905
leaf_weight=4209727 46 79779 60 24590 135 61 78 83 36 584 36 35 33 28 260 75 123 42 48 229 1205 20 87 47 33 63 45 22 425 129
leaf_count=4209727 46 79779 60 24590 135 61 78 83 36 584 36 35 33 28 260 75 123 42 48 229 1205 20 87 47 33 63 45 22 425 129
internal_value=0 -404.174 -1862.58 -2547.23 -13934.8 -16715.9 -19063.9 -12111.9 57292.4 -16528.5 3450.72 -4069.51 -27299.3 -47008.5 -80386.2 -18982.9 -37816.4 -98411 -144677 27911 13136.7 -32076.7 -42849.3 -110433 -22989.2 20750.6 -54800 13584.7 -40942.7 -70882.3
internal_weight=0 108437 28658 27407 2817 2682 2621 1989 119 1870 655 619 1215 631 288 343 268 123 90 289 1251 330 295 67 228 96 132 145 632 207
internal_count=4318164 108437 28658 27407 2817 2682 2621 1989 119 1870 655 619 1215 631 288 343 268 123 90 289 1251 330 295 67 228 96 132 145 632 207
is_linear=0
shrinkage=0.1


Tree=1924
num_leaves=31
num_cat=0
split_feature=1 1 5 2 3 3 0 0 5 5 5 5 3 2 5 5 0 0 2 1 1 1 0 0 1 1 1 0 2 4
split_gain=1.78086e+12 1.85809e+13 3.04943e+13 8.88616e+13 1.89361e+13 5.93629e+13 8.57493e+13 2.94354e+13 3.09807e+13 2.49787e+13 2.18758e+13 1.88084e+13 1.76386e+13 1.70169e+13 1.64682e+13 5.4902e+13 4.3247e+13 8.04719e+13 5.93514e+13 5.44763e+13 9.63697e+13 4.51178e+13 3.9329e+13 3.26906e+13 7.57264e+13 3.37322e+13 3.23366e+13 4.68613e+13 3.22528e+13 3.21708e+13
threshold=61.284352600000013 61.310823700000007 125.85000000000001 8.5000000000000018 18.500000000000004 17.500000000000004 55.193434200000006 55.173809400000003 74.610000000000014 94.040000000000006 77.715000000000018 81.910000000000011 10.500000000000002 12.500000000000002 59.245000000000012 61.405000000000008 55.050600750000008 55.061033200000004 7.5000000000000009 82.911991800000024 82.981501350000016 82.933113850000026 54.940316550000006 54.959412650000012 82.973038550000012 61.463701450000009 82.945329900000004 54.959412650000012 13.500000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 10 9 -9 -2 -7 -6 -10 -13 -3 16 19 18 -18 -16 22 -20 -21 24 25 -17 -24 -28 -27 -25
right_child=1 14 3 -5 11 6 -8 8 12 -11 -12 13 -14 -15 15 23 17 -19 21 20 -22 -23 26 29 -26 28 27 -29 -30 -31
leaf_value=-42.1874679571577 9823.0931393868577 281.4409001428678 182286.56363044507 -73766.577921195654 -5083.9559230386185 71953.622755087577 -5267.3469656808038 2633.6252755295409 -4774.0474840296965 54770.777485313709 154093.13198361281 -68253.59078706782 -28057.485257729961 16174.516047668458 -11171.102211796111 -53237.942481639286 -13113.889921702244 -5093.9360791707259 -22065.137869143018 -8648.3082758028431 -4649.3392435992682 -68031.677586691731 24244.226591922608 526.45889718514911 784.20211318070108 -4360.7244465363983 29388.801678227723 3677.1093293562499 -17771.11478057507 -64545.248627030225
leaf_weight=3016415 2975 918623 33 23 757 155 189 10429 905 129 41 94 508 32 4538 146 1498 13623 408 995 11731 448 1767 242365 48857 33776 868 3866 1894 76
leaf_count=3016415 2975 918623 33 23 757 155 189 10429 905 129 41 94 508 32 4538 146 1498 13623 408 995 11731 448 1767 242365 48857 33776 868 3866 1894 76
internal_value=0 97.7569 3455.97 77121.9 3201.54 4021.69 42792.5 3022.98 750.917 11691.1 89135.9 -11038.3 -13144.9 -46811.5 55.2528 -511.132 -4020.84 -8044.07 -25117 -1316.06 1009.95 -46122.4 9866.55 -84.7274 -1776.31 -5269.13 12700.3 8391.46 -5072.79 506.06
internal_weight=0 1.30175e+06 16270 56 16214 15331 385 14946 11842 3104 196 883 1413 126 1.28548e+06 366856 39742 15977 2354 23765 19227 856 7496 327114 84673 35816 6501 4734 35670 242441
internal_count=4318164 1301749 16270 56 16214 15331 385 14946 11842 3104 196 883 1413 126 1285479 366856 39742 15977 2354 23765 19227 856 7496 327114 84673 35816 6501 4734 35670 242441
is_linear=0
shrinkage=0.1


Tree=1925
num_leaves=31
num_cat=0
split_feature=5 0 1 1 0 4 1 3 0 0 1 4 0 1 2 3 0 1 6 0 4 1 1 1 2 2 0 4 3 3
split_gain=1.70799e+12 8.58849e+12 1.25828e+13 2.239e+13 1.43625e+13 9.80067e+12 1.16063e+13 1.09474e+13 9.76836e+12 2.10109e+13 1.31063e+13 9.49941e+12 2.42422e+13 9.2603e+12 8.58181e+12 7.73202e+12 1.94793e+13 1.6149e+13 8.05902e+12 7.62931e+12 1.67016e+13 5.22444e+13 2.8149e+13 1.74323e+13 1.5408e+13 1.17e+13 1.02736e+13 1.12054e+13 1.36884e+13 1.95604e+13
threshold=20.010000000000002 57.131524800000008 65.480823400000006 65.58467570000002 59.846652800000008 2.5000000000000004 39.826386800000009 5.5000000000000009 55.993277250000013 55.885524800000006 37.533784800000006 4.5000000000000009 54.990279300000005 37.998366300000008 11.500000000000002 12.500000000000002 56.110481950000008 44.005491150000005 1.5000000000000002 44.039893800000009 1.5000000000000002 39.969502550000009 39.753614400000011 39.726951800000002 5.5000000000000009 7.5000000000000009 54.864040150000001 2.5000000000000004 5.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -3 -7 -8 9 11 14 19 -13 -12 -11 -10 18 -18 -17 20 23 22 24 -1 -22 -23 27 -21 -29 -30
right_child=-2 2 3 -5 -6 6 7 -9 15 10 13 12 -14 -15 -16 16 17 -19 -20 26 21 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-23314.525848688529 7.1118872086757028 7331.1078204180303 -20800.971769442825 -142.50098445265505 -5708.1206067363246 -66046.848320312492 -26127.126726422994 50454.124177769256 2174.9123320755371 1373.4514369542235 -27686.613428207878 34717.901477581523 -101740.33184570313 -5873.7324592823097 -63721.865252976189 98132.769921875006 -15632.268241087148 16505.076660649309 29280.755365349265 3898.2237540852761 56706.560320848032 -8713.5375759887702 130679.78097747095 -2397.4128927760166 -40704.020880681819 -89123.507656250003 -811.5641684854171 -20853.115016913358 98030.6969815341 12.484907995650182
leaf_weight=631 4263643 1845 1034 1065 2724 40 56 28 5532 569 572 23 30 295 21 34 213 588 34 9080 62 190 43 1081 22 20 27979 415 22 273
leaf_count=631 4263643 1845 1034 1065 2724 40 56 28 5532 569 572 23 30 295 21 34 213 588 34 9080 62 190 43 1081 22 20 27979 415 22 273
internal_value=0 -556.163 -3883.29 -10319.2 -1004.75 5502.09 -21711.9 -600.043 -82.7018 -645.719 -12440.7 -214.695 -42522.6 -20264.7 -943.501 3552.41 12321.5 7959.19 63706.8 -158.381 -6101.3 14247.8 64878.3 -10106.9 31194.3 -16371.6 164.028 2952.19 -9146.42 7322.32
internal_weight=0 54521 6792 2099 4693 1969 124 84 47729 41328 1457 39871 53 867 590 6401 869 801 68 39818 2049 337 127 1712 84 210 37769 9790 710 295
internal_count=4318164 54521 6792 2099 4693 1969 124 84 47729 41328 1457 39871 53 867 590 6401 869 801 68 39818 2049 337 127 1712 84 210 37769 9790 710 295
is_linear=0
shrinkage=0.1


Tree=1926
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 3 5 1 1 3 1 5 5 5 3 3 4 5 4 2 5 3 3 3 5 4 2 1 5 3
split_gain=1.76927e+12 3.93994e+13 3.02017e+13 3.85393e+13 2.5382e+14 1.14038e+14 9.95471e+13 1.30356e+14 6.79059e+13 6.78836e+13 6.13111e+13 4.97986e+13 4.78742e+13 3.64315e+13 4.12768e+13 3.45228e+13 3.33643e+13 3.207e+13 4.2705e+13 8.71849e+13 3.13603e+13 3.98156e+13 3.00875e+13 8.01096e+13 1.19459e+14 3.80305e+13 3.8744e+13 3.76168e+13 6.79199e+13 3.42387e+13
threshold=44.039893800000009 39.262370300000008 43.642715500000008 39.826386800000009 40.810045900000013 15.500000000000002 40.405000000000008 40.247294600000011 39.704585000000002 3.5000000000000004 41.900971000000006 55.990000000000002 69.610000000000014 46.010000000000012 5.5000000000000009 19.500000000000004 1.5000000000000002 132.05000000000004 3.5000000000000004 3.5000000000000004 35.005000000000003 6.5000000000000009 4.5000000000000009 3.5000000000000004 89.00500000000001 3.5000000000000004 3.5000000000000004 39.666208800000007 54.990000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 20 9 15 -8 -6 16 -10 -9 -15 22 -11 -12 19 -19 -5 -22 23 27 -25 29 -27 -4 -29 -24
right_child=-2 2 3 4 10 -7 7 13 12 11 17 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 25 24 -26 26 -28 28 -30 -31
leaf_value=-53207.947949931484 -10.582453947169139 -221.51994441992736 -5218.7057358795018 37407.72670369743 -38434.763313276315 -187550.03125 158093.35693022632 265201.89273158484 -34738.627654530268 66498.403717672423 3204.9157318366092 70391.268681818183 -154778.48794642856 165536.1944760101 11182.639285714286 94419.396875000006 -24818.833926084062 -10394.561179956898 -12311.315559895833 230827.10388980989 13007.189018397177 -105195.66748310812 5465.9490277484874 -33015.571776938537 -245482.984375 -32264.925297214675 125063.2446109694 3038.2447845123625 147195.61348039217 -20988.826911151431
leaf_weight=137 4203278 97915 394 441 356 20 58 28 159 58 9930 275 42 99 21 38 129 29 48 31 124 37 3216 482 28 23 49 91 51 577
leaf_count=137 4203278 97915 394 441 356 20 58 28 159 58 9930 275 42 99 21 38 129 29 48 31 124 37 3216 482 28 23 49 91 51 577
internal_value=0 387.175 451.163 4363.82 7540.45 49377.8 53108.9 79686.9 -2843.11 56119.8 2348.02 43317.9 -59821.6 162490 138524 -528.968 3504.16 3794.39 57993.1 114237 23617 -14157.4 -1263.65 -16309.5 -44680.4 2808.27 74805.6 10685.2 54813.1 1441.59
internal_weight=0 114886 114749 16834 11684 1290 1270 668 5150 520 10394 462 201 148 120 4949 187 10038 108 60 602 161 4911 1046 510 3865 72 536 142 3793
internal_count=4318164 114886 114749 16834 11684 1290 1270 668 5150 520 10394 462 201 148 120 4949 187 10038 108 60 602 161 4911 1046 510 3865 72 536 142 3793
is_linear=0
shrinkage=0.1


Tree=1927
num_leaves=31
num_cat=0
split_feature=0 1 3 2 5 1 3 1 1 5 3 5 2 2 5 5 5 5 5 5 5 5 5 6 5 5 3 5 4 5
split_gain=1.83307e+12 7.15871e+12 6.40609e+13 5.87773e+13 3.39047e+13 4.96062e+13 2.63828e+13 1.25144e+14 5.27635e+13 4.98346e+13 1.052e+14 5.89841e+13 5.70666e+13 5.1542e+13 3.84081e+13 4.4572e+13 4.60999e+13 6.08248e+13 3.71586e+13 1.53668e+14 5.89041e+13 3.63097e+13 5.628e+13 9.88573e+13 3.50455e+13 3.01835e+13 3.04262e+13 3.00991e+13 2.93134e+13 2.92199e+13
threshold=43.465905150000005 39.969502550000009 3.5000000000000004 2.5000000000000004 57.405000000000008 39.925119750000007 3.5000000000000004 40.810045900000013 40.810045900000013 69.015000000000015 5.5000000000000009 62.015000000000008 6.5000000000000009 8.5000000000000018 61.020000000000003 45.005000000000003 51.815000000000005 53.995000000000012 75.750000000000014 80.815000000000012 94.040000000000006 35.505000000000003 38.210000000000008 1.5000000000000002 43.810000000000009 28.035000000000004 4.5000000000000009 59.810000000000009 1.5000000000000002 37.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 24 9 11 18 13 -12 14 15 21 28 -18 -11 -20 -21 25 23 -23 -3 26 -8 -19 -17 -25
right_child=-2 6 -4 4 5 -7 8 -9 -10 10 12 -13 -14 -15 -16 16 17 27 19 20 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=14617.822412267735 -6.8955428053489944 -35262.463579496361 237.85586543793713 52731.257370812913 39663.630264945656 239515.09814814816 -18193.920041886297 2317.3888065477358 -115.68448158706076 59412.380208333343 -47558.952483102184 -81433.666184701491 78008.335447617836 94712.355088404613 135913.33606770833 16210.566385135136 130102.889765625 4580.7774872448981 381588.8149088542 -59817.627031249998 177304.04094460228 278104.74134114588 18045.334545831181 85907.254967447923 -91303.962251217279 -11650.189563368958 55959.342869917164 -122532.87452445652 -85026.855149817085 -32295.264634967672
leaf_weight=665 4270332 521 7201 153 23 27 83 2192 34943 42 89 67 61 76 24 37 35 98 24 20 22 24 363 75 142 481 166 23 126 29
leaf_count=665 4270332 521 7201 153 23 27 83 2192 34943 42 89 67 61 76 24 37 35 98 24 20 22 24 363 75 142 481 166 23 126 29
internal_value=0 615.618 3331.36 28995.3 76093.9 147583 64.5207 -9196.91 780.934 16725.2 57688.2 10534 3505.08 14291.2 10383.3 8426.97 -24856.8 14001.7 132942 179734 64389 17122.7 38149.6 95164 -47265.3 2980.02 31241.6 -19581.3 -62046.6 52946.9
internal_weight=0 47832 8069 868 203 50 39763 2855 36908 1965 258 1707 150 1640 1564 1540 319 156 108 66 42 1221 491 128 663 730 249 121 163 104
internal_count=4318164 47832 8069 868 203 50 39763 2855 36908 1965 258 1707 150 1640 1564 1540 319 156 108 66 42 1221 491 128 663 730 249 121 163 104
is_linear=0
shrinkage=0.1


Tree=1928
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 0 3 3 0 5 3 0 2 5 4 5 3 5 3 3 6 6 5 5 5 5 5 5 5
split_gain=1.81022e+12 2.71239e+13 1.07734e+14 1.72487e+14 2.37683e+14 1.19351e+14 1.20511e+14 1.58451e+14 1.7161e+14 1.15345e+14 1.08082e+14 1.06957e+14 1.13387e+14 2.11141e+14 9.71841e+13 1.43698e+14 1.40504e+14 1.30389e+14 9.43953e+13 8.7687e+13 1.38942e+14 1.41048e+14 1.31657e+14 8.92291e+13 3.43584e+14 1.48492e+14 8.67703e+13 1.14057e+14 8.19432e+13 1.84375e+14
threshold=37.615058950000012 37.620907050000007 10.500000000000002 55.74310830000001 55.751981950000008 14.500000000000002 55.56564190000001 18.500000000000004 23.500000000000004 55.719391050000006 40.905000000000008 25.500000000000004 55.695992150000002 9.5000000000000018 58.605000000000011 2.5000000000000004 76.00500000000001 12.500000000000002 102.01000000000001 16.500000000000004 15.500000000000002 1.5000000000000002 1.5000000000000002 65.045000000000016 51.815000000000005 56.205000000000005 84.030000000000015 67.520000000000024 69.610000000000014 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 14 -7 18 26 -2 -6 12 -10 -14 -4 -16 17 -17 19 20 21 28 23 24 -22 -26 27 -9 29 -8
right_child=1 -3 5 4 10 6 7 8 11 -11 -12 -13 13 -15 15 16 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=128.90285824939292 4925.9968984124753 -12.859473111306507 3161.8275635762293 -320723.63550646557 -5637.3284037639542 27541.517222250663 -57689.68601650832 16924.486420716679 -3436.6343008770091 156165.65603994695 -50985.318047802808 10279.105374887415 2624.2209102094803 -84055.013264938272 75308.607477788144 5965.6575143914479 35809.08539269118 -158229.50282738096 174883.52122961957 -40420.710154753186 32332.154543309567 113164.15492519164 -15525.541503583952 -32787.957711226853 533096.34735398076 196738.06709821429 -49797.637655171595 82128.469159841246 -160440.17417279413 239697.90198863638
leaf_weight=869963 1039 3431337 2174 29 886 992 398 1993 1081 53 1292 1197 477 684 569 114 501 84 23 2100 149 53 303 54 21 35 163 310 68 22
leaf_count=869963 1039 3431337 2174 29 886 992 398 1993 1081 53 1292 1197 477 684 569 114 501 84 23 2100 149 53 303 54 21 35 163 310 68 22
internal_value=0 -32.5215 -4033.18 -20240.6 -36324.7 -91.5376 -5561.13 -9157.43 579.259 12266.4 -32538 -13856.6 -26742.6 -48442.6 15994.6 37996.7 7623.97 -63692.9 -26979.8 -28429.4 -5599.11 -41773.3 29223.4 81574.5 111699 322872 20711 25701.4 -58600.6 -42112.2
internal_weight=0 3.4482e+06 16864 3299 2207 13565 10123 9131 5905 1092 2178 3439 2242 1161 3442 1268 699 198 3226 3203 1103 541 562 259 205 56 2466 2303 488 420
internal_count=4318164 3448201 16864 3299 2207 13565 10123 9131 5905 1092 2178 3439 2242 1161 3442 1268 699 198 3226 3203 1103 541 562 259 205 56 2466 2303 488 420
is_linear=0
shrinkage=0.1


Tree=1929
num_leaves=31
num_cat=0
split_feature=3 0 0 2 0 0 5 3 1 3 4 3 1 1 5 0 0 3 1 5 0 4 1 0 6 2 5 2 5 1
split_gain=1.79114e+12 1.02295e+13 2.30461e+13 1.5341e+13 1.51445e+13 2.96817e+13 1.97343e+13 2.9698e+13 1.95516e+13 1.90341e+13 1.67489e+13 2.34857e+13 5.17504e+13 3.92484e+13 4.28902e+13 2.07241e+13 2.62916e+13 1.94677e+13 1.86938e+13 2.81419e+13 1.88047e+13 1.82644e+13 1.73965e+13 2.86166e+13 2.15753e+13 3.12246e+13 2.83421e+13 2.65337e+13 1.6913e+13 2.35068e+13
threshold=28.500000000000004 55.885524800000006 56.802385350000009 5.5000000000000009 55.801980100000009 55.795550600000006 42.205000000000005 31.500000000000004 37.792847950000002 32.500000000000007 1.5000000000000002 31.500000000000004 37.417247200000006 37.615058950000012 35.005000000000003 55.695992150000002 55.551692500000009 29.500000000000004 37.737121850000008 35.005000000000003 55.034903650000011 1.0000000180025095e-35 37.436176200000013 55.664473600000008 1.5000000000000002 17.500000000000004 44.605000000000011 23.500000000000004 52.020000000000003 37.855187800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 10 -7 -8 -6 -9 11 12 -2 14 -14 16 -13 18 19 -15 -20 -19 -16 -24 27 26 -26 -25 -12 -30
right_child=1 2 3 -5 8 6 7 9 -10 -11 28 15 13 17 22 -17 -18 21 20 -21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=5.8114282940930142 41321.767571159813 -9592.7055708108328 -10871.883894174542 2700.0156155056638 3903.5114672074656 -10057.394808620877 -124176.78896059783 21305.851857638889 102911.13461425783 -65041.872676112296 13974.798816053855 -12023.404988483655 41680.371906195745 -42244.85339518229 3748.0330168968026 -7008.8326741644623 10701.006932537479 -41230.866686528956 9839.7103156421799 67020.86750219173 -77688.366666666669 -6356.9599015159874 -24436.378977994795 -88873.170652086555 126043.99609375 -84113.614936523445 -33667.772140625006 6690.6025952888267 -1747.2197351795608 12064.011120819807
leaf_weight=4283289 170 3765 1002 4934 7318 216 46 45 20 59 1078 661 72 30 86 2469 2216 177 135 110 30 991 375 243 20 40 25 33 7014 1495
leaf_count=4283289 170 3765 1002 4934 7318 216 46 45 20 59 1078 661 72 30 86 2469 2216 177 135 110 30 991 375 243 20 40 25 33 7014 1495
internal_value=0 -713.75 -3472.66 409.072 349.418 -1223.81 -29407.8 -57272.3 4173.36 -27679.9 -633.351 -4047.97 -11971.4 -15798.9 -32327.8 -287.85 5480 -5767.11 16730 43606.8 -6074.49 -11641.8 -38810.3 -43783.1 -63880.2 -19827.8 37315.2 -77447.1 2174.35 679.363
internal_weight=0 34875 9701 5936 25174 17836 366 150 7338 104 17470 7883 2537 2367 894 5346 2877 1473 305 140 165 1168 822 736 361 85 45 276 9587 8509
internal_count=4318164 34875 9701 5936 25174 17836 366 150 7338 104 17470 7883 2537 2367 894 5346 2877 1473 305 140 165 1168 822 736 361 85 45 276 9587 8509
is_linear=0
shrinkage=0.1


Tree=1930
num_leaves=31
num_cat=0
split_feature=5 4 1 2 1 5 6 0 5 0 2 3 0 1 3 5 0 2 1 3 4 3 2 0 2 5 1 0 5 3
split_gain=1.76711e+12 2.06376e+13 2.13127e+13 4.04357e+13 5.26793e+13 4.52863e+13 3.08312e+13 4.16613e+13 8.82584e+13 3.76458e+13 4.356e+13 4.88504e+13 4.59316e+13 1.291e+14 6.10251e+13 4.40561e+13 1.1086e+14 5.44075e+13 5.49551e+13 4.89692e+13 4.08278e+13 6.05783e+13 6.35248e+13 3.91147e+13 3.4652e+13 5.13701e+13 4.13634e+13 3.37962e+13 9.46378e+13 6.1217e+13
threshold=112.04500000000002 3.5000000000000004 39.739656000000004 2.5000000000000004 39.767857750000005 161.85000000000002 1.5000000000000002 45.022371150000005 120.05000000000001 43.592450450000008 3.5000000000000004 6.5000000000000009 45.013473000000012 38.975980350000007 7.5000000000000009 137.05000000000004 45.013473000000012 8.5000000000000018 38.058342000000003 23.500000000000004 2.5000000000000004 7.5000000000000009 7.5000000000000009 44.226894250000008 8.5000000000000018 128.92000000000004 38.959914000000005 45.055827000000008 123.15000000000002 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 -8 20 12 23 14 -14 -11 16 19 18 -17 -13 -10 -22 -23 -12 25 -18 -26 28 -9 -30
right_child=1 -3 3 -5 5 -7 7 27 9 10 11 15 13 -15 -16 17 24 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=8.1658556416500065 10186.41662913272 1302.0310822677591 -125409.42912061739 -1897.3273010115145 -16035.454227156068 10739.09870981008 38506.104783624389 -36640.696985565934 64685.771079282407 46003.523024839749 50153.161651141825 6436.8668267928115 248499.55614919355 -72626.083184523814 -59138.417562905845 -52195.769131747162 -70672.346015877556 -10013.748883928572 125348.14253162203 148983.59854561943 -175803.95498798077 99169.70793805804 -76419.634094551293 -84472.295118340931 59201.84876302084 -276039.70982142858 -95768.008971567629 -1283.6584768790422 -13382.719124227495 40202.747431126831
leaf_weight=4248930 2777 33114 41 15972 3767 759 765 1025 27 195 26 173 31 21 77 22 29 119 84 28 39 28 78 127 24 21 61 8914 536 354
leaf_count=4248930 2777 33114 41 15972 3767 759 765 1025 27 195 26 173 31 21 77 22 29 119 84 28 39 28 78 127 24 21 61 8914 536 354
internal_value=0 -501.143 -2154.25 -4269.95 -12567.6 -11545.4 634.675 -1436.96 11919.9 -4888.73 2291.38 -11508.3 32701.8 118814 16239.1 2151.66 -20780.4 36396.9 88499.4 26294.1 -48219.9 -69243.7 -30037.5 -61594.8 -90869.2 -156927 -52011.8 -3872.99 -15925.9 7931.05
internal_weight=0 69234 36120 20539 4567 4526 15581 12804 1975 1210 1038 714 324 52 272 561 336 225 106 201 172 145 106 153 135 50 85 10829 1915 890
internal_count=4318164 69234 36120 20539 4567 4526 15581 12804 1975 1210 1038 714 324 52 272 561 336 225 106 201 172 145 106 153 135 50 85 10829 1915 890
is_linear=0
shrinkage=0.1


Tree=1931
num_leaves=31
num_cat=0
split_feature=0 1 4 1 1 4 5 1 5 2 6 3 2 5 5 2 5 1 5 3 6 3 2 5 5 5 4 5 1 5
split_gain=1.80868e+12 7.221e+12 7.12161e+12 1.29355e+13 1.32021e+13 1.21046e+13 1.04442e+13 9.6832e+12 1.21299e+13 1.2958e+13 1.11364e+13 1.68705e+13 1.09496e+13 9.27084e+12 1.26731e+13 9.83387e+12 9.15934e+12 1.21451e+13 4.29836e+13 3.60186e+13 3.11455e+13 2.82936e+13 4.78519e+13 5.29824e+13 2.81905e+13 2.68822e+13 2.45727e+13 1.74036e+13 1.556e+13 1.48426e+13
threshold=43.056445700000005 44.083877800000003 1.5000000000000002 47.854228500000012 47.981192400000005 4.5000000000000009 48.035000000000004 44.660994650000006 161.85000000000002 7.5000000000000009 1.5000000000000002 7.5000000000000009 4.5000000000000009 98.020000000000024 86.810000000000016 4.5000000000000009 63.145000000000003 46.037218400000008 161.85000000000002 8.5000000000000018 1.5000000000000002 8.5000000000000018 2.5000000000000004 85.91500000000002 94.040000000000006 86.810000000000016 3.5000000000000004 123.15000000000002 47.208373000000009 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 7 -5 -6 -3 8 9 10 11 13 -13 14 -4 -15 -9 18 20 -20 27 22 -22 -24 -23 -25 -26 -18 29 -19
right_child=-2 2 3 4 5 -7 -8 16 -10 -11 -12 12 -14 15 -16 -17 17 28 19 -21 21 24 23 25 26 -27 -28 -29 -30 -31
leaf_value=-50014.559946987036 -5.6106923422939738 1074.8010867439589 2358.3404040712298 -24524.678232331175 -3875.9802932349908 48133.330808423918 -6211.8419044078464 6358.5494296760335 -56897.623976934527 -23033.693927974979 -4264.1968628839486 12581.511294484693 80213.796106861264 175.86222014925374 51056.970452425376 -65226.117823660716 35942.927876003545 -14972.916625252416 34373.313799252719 183496.03293750001 14152.342340353263 -2060.9688109953013 -9681.841989113138 -180631.14335937501 126801.65531250002 -71155.19446614584 420.33659375000002 -22206.624306640628 1215.9529801376273 -88978.829266357425
leaf_weight=28 4285952 5108 264 323 1646 46 3199 6009 42 276 1543 43 54 67 67 35 362 177 46 25 207 134 135 32 40 75 25 60 12112 32
leaf_count=28 4285952 5108 264 323 1646 46 3199 6009 42 276 1543 43 54 67 67 35 362 177 46 25 207 134 135 32 40 75 25 60 12112 32
internal_value=0 746.528 790.69 1668.1 -5998.61 -2462.02 -1731.26 2374.73 -3631.04 -2678.64 31.4432 12537.4 50232.5 4093.04 12215.8 -22266 3112.23 1663.18 11533.4 86881.3 6533.64 -7234.48 -21145.5 -51338.4 24152.8 -103896 78193.5 27675.2 749.135 -26304
internal_weight=0 32212 32184 23877 2015 1692 8307 21862 2391 2349 2073 530 97 433 331 102 19471 13462 1141 71 1070 648 449 242 199 107 65 422 12321 209
internal_count=4318164 32212 32184 23877 2015 1692 8307 21862 2391 2349 2073 530 97 433 331 102 19471 13462 1141 71 1070 648 449 242 199 107 65 422 12321 209
is_linear=0
shrinkage=0.1


Tree=1932
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 3 1 3 5 5 1 0 1 3 3 5 1 5 1 3 3 3 2 3 5 3 3 3 4 3
split_gain=1.86632e+12 1.14837e+13 6.16925e+13 5.14046e+13 2.48622e+13 2.17118e+13 2.52762e+13 2.09847e+13 2.58155e+13 2.00541e+13 1.88588e+13 1.81493e+13 5.46668e+13 4.64928e+13 5.75277e+13 3.84688e+13 3.59981e+13 5.8146e+13 7.45351e+13 6.23018e+13 1.07416e+14 1.93908e+14 2.78741e+13 3.1262e+13 2.72113e+13 2.63946e+13 3.27802e+13 2.27825e+13 2.24846e+13 2.12648e+13
threshold=44.982728700000003 44.732363600000006 37.777459000000007 38.422276900000007 132.05000000000004 3.5000000000000004 38.233559750000005 7.5000000000000009 92.035000000000011 79.730000000000018 38.058342000000003 44.893607100000004 37.342273500000012 10.500000000000002 11.500000000000002 100.05000000000001 37.275078000000001 62.015000000000008 37.314272700000011 11.500000000000002 15.500000000000002 13.500000000000002 3.5000000000000004 12.500000000000002 88.015000000000015 8.5000000000000018 5.5000000000000009 3.5000000000000004 2.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 5 7 6 10 9 -9 -5 -4 13 16 15 -15 -3 28 27 19 -19 21 24 -20 -24 -21 26 -14 -18 -13 -17
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 12 25 14 -16 29 17 18 22 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=91.976982962289867 15.609486074064689 2987.9131991606682 -13716.176394424059 1705.8150928067762 -91248.688198852542 -24966.95080657749 -29779.336244323873 -14185.056601908178 92508.274048913052 -29175.934020829634 12040.916097396315 178.4348799218277 -4169.2506440109719 -46502.387940304783 -4955.9701219548915 15940.184372829863 -18722.709088760992 14097.144793911641 -1880.0774830706243 42782.046970663272 -20111.929827724362 384029.9375 40758.17631732556 -5473.642307535807 172748.9453125 1875.3314832282788 -30681.548595155415 7791.352310797578 -31592.788688524593 -38707.358727418781
leaf_weight=181022 4087717 15656 599 4760 32 2033 437 1620 23 220 541 826 1207 344 10695 90 346 87 426 49 39 31 614 192 24 2013 760 5115 305 341
leaf_count=181022 4087717 15656 599 4760 32 2033 437 1620 23 220 541 826 1207 344 10695 90 346 87 426 49 39 31 614 192 24 2013 760 5115 305 341
internal_value=0 -276.884 -1627.86 -8528.43 -3316.47 -18136.6 -9331.28 -2891.61 -12691.5 341.561 -1492.85 180.983 3413.17 -1252.92 -6250.65 2176.55 8151.14 10853.3 28565.6 80823.1 121419 174493 18809.8 29745.1 85510.9 -6174.68 -14412.9 6111.46 -8389.4 -27296
internal_weight=0 230447 49425 10265 6655 3610 1577 6623 1643 4980 1140 39160 12034 27126 11039 16087 8054 6923 1462 230 143 104 1232 806 73 3980 1967 5461 1131 431
internal_count=4318164 230447 49425 10265 6655 3610 1577 6623 1643 4980 1140 39160 12034 27126 11039 16087 8054 6923 1462 230 143 104 1232 806 73 3980 1967 5461 1131 431
is_linear=0
shrinkage=0.1


Tree=1933
num_leaves=31
num_cat=0
split_feature=5 4 2 5 1 3 1 3 5 4 5 2 0 2 5 2 1 5 0 2 1 1 5 0 4 1 2 1 1 6
split_gain=1.75101e+12 1.08393e+13 3.41088e+13 2.78003e+13 3.85842e+13 2.10659e+13 1.96512e+13 3.37745e+13 1.20646e+14 2.8989e+13 1.9472e+13 1.53629e+13 2.19229e+13 1.99522e+13 1.64936e+13 3.76594e+13 2.02783e+13 3.7588e+13 3.98777e+13 3.42655e+13 2.54563e+13 1.90155e+13 2.86839e+13 1.46552e+13 1.42768e+13 2.62969e+13 3.50089e+13 3.31386e+13 4.42165e+13 2.12061e+13
threshold=142.05000000000004 2.5000000000000004 12.500000000000002 225.45000000000002 49.236330900000006 19.500000000000004 30.434657650000002 5.5000000000000009 225.45000000000002 1.5000000000000002 177.02500000000003 8.5000000000000018 43.592450450000008 2.5000000000000004 177.02500000000003 5.5000000000000009 37.597123000000003 225.45000000000002 56.110481950000008 5.5000000000000009 42.09605220000001 44.083877800000003 150.04500000000004 56.028355650000009 3.5000000000000004 83.691301500000009 7.5000000000000009 91.398302750000013 92.815157350000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 10 -6 7 9 -9 -2 -4 13 -13 -8 15 21 19 18 20 -16 -18 -15 -23 -14 25 29 27 -27 -29 -3
right_child=1 24 3 -5 5 -7 11 8 -10 -11 -12 12 23 14 16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.4206926310615531 82499.622189670146 9368.4577996675198 84720.769998094518 2703.2093392805618 75550.12486979166 -56944.788346354166 -5013.6397388306568 -239690.6395474138 6788.7261656746041 -57672.031187500004 196694.2569375 60202.599553571432 -23907.113794948629 117046.36356411637 16146.669329202587 -37858.245662006579 -105751.86895461311 14707.036820673582 -176366.1715215774 156196.91241406251 30211.812265625005 -53144.632901278412 96157.191910282258 -111458.47109375001 -34.9616447752746 -95264.073869977685 -134194.04198102679 128588.9276204427 -29597.684252565297 -8080.3245783042021
leaf_weight=4297453 36 849 41 88 24 24 679 29 63 25 25 28 146 58 58 38 21 595 21 25 40 22 31 22 13677 42 35 24 67 3878
leaf_count=4297453 36 849 41 88 24 24 679 29 63 25 25 28 146 58 58 38 21 595 21 25 40 22 31 22 13677 42 35 24 67 3878
internal_value=0 -917.276 5823.72 44927.3 77521.4 9302.67 1745.8 -32648.1 -70905.9 25052.2 127135 4695.5 -21718.6 7955.68 17643.4 48065.5 11679.1 5959.65 -57512.3 58330.5 -16595.4 77480.9 34182.8 -35372.2 -1693.66 -6328.19 -45207.1 -21789.5 12121.9 -4946.41
internal_weight=0 20711 2139 202 114 48 1937 153 92 61 66 1784 196 1588 909 149 760 677 82 83 61 111 53 168 18572 4895 168 133 91 4727
internal_count=4318164 20711 2139 202 114 48 1937 153 92 61 66 1784 196 1588 909 149 760 677 82 83 61 111 53 168 18572 4895 168 133 91 4727
is_linear=0
shrinkage=0.1


Tree=1934
num_leaves=31
num_cat=0
split_feature=1 1 1 3 5 2 0 0 3 5 0 3 5 5 2 5 5 4 0 3 2 5 5 0 0 6 6 0 2 0
split_gain=1.68308e+12 1.4119e+13 5.69954e+13 5.32896e+13 7.5731e+13 1.17034e+14 7.48206e+13 9.87823e+13 9.20626e+13 1.10402e+14 9.02491e+13 8.16559e+13 6.85765e+13 6.72357e+13 5.30824e+13 5.15095e+13 5.01432e+13 6.10607e+13 7.00101e+13 5.09702e+13 6.13674e+13 9.15123e+13 1.23275e+14 7.51528e+13 4.82242e+13 5.98217e+13 4.24946e+13 5.9693e+13 5.5418e+13 5.48856e+13
threshold=38.781124500000011 38.975980350000007 38.984911950000004 16.500000000000004 118.33500000000002 3.5000000000000004 45.047272400000004 45.059881250000011 4.5000000000000009 46.010000000000012 45.040161900000008 5.5000000000000009 128.92000000000004 77.715000000000018 4.5000000000000009 81.910000000000011 63.455000000000005 2.5000000000000004 45.070824200000011 4.5000000000000009 6.5000000000000009 100.05000000000001 107.05000000000001 45.03656895000001 45.098908000000009 1.5000000000000002 1.5000000000000002 45.070824200000011 3.5000000000000004 45.055827000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 6 -6 10 8 9 -8 14 -12 -7 -13 -3 -11 -2 18 19 -18 -21 -22 23 -23 25 -20 29 28 -28 -5
right_child=1 2 -4 26 5 12 7 -9 -10 15 11 13 -14 -15 -16 -17 17 -19 24 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=94.843706349131239 -2372.3222196438596 -6775.1846187074161 -30.264457419067249 -72263.47422578829 -69790.409227715165 166891.14887966579 -2012.8815628150203 1275.9975498222084 14638.689892820779 82717.449900755848 -5306.9926432024849 -47323.428046350135 49024.975634454619 -172668.95161345112 26778.133852956777 191403.53565742925 -33565.721711847393 -1346.9686564720032 7509.4399332451521 22241.109990497105 4815.042631042933 363927.61845238099 16744.073972039474 99451.937997159097 4700.5551613423995 -33956.189778584951 -69004.896528220663 8269.4094746672054 39165.72337949722 6444.1645830923444
leaf_weight=1305419 87753 2175 2872753 111 61 72 155 6746 1396 246 610 614 157 46 602 53 249 21098 551 3861 6542 21 76 22 2155 944 49 1771 1417 439
leaf_count=1305419 87753 2175 2872753 111 61 72 155 6746 1396 246 610 614 157 46 602 53 249 21098 551 3861 6542 21 76 22 2155 944 49 1771 1417 439
internal_value=0 -41.0957 3.61837 5825.21 2770.28 53296.1 1611.34 6889.76 27360.3 66477.7 -9600.25 -31682.4 86083.3 -56059.6 498.527 101983 -1089.18 2080.93 7095.96 11152 12210.2 6395.88 93302.3 228614 -4873.22 -18673.5 16258.1 20624.6 35550.2 -9440.47
internal_weight=0 3.01274e+06 2.88947e+06 16720 12933 290 12643 8596 1850 454 4047 1270 229 660 2777 299 123272 35519 14421 10771 10522 6661 119 43 3650 1495 3787 3237 1466 550
internal_count=4318164 3012745 2889473 16720 12933 290 12643 8596 1850 454 4047 1270 229 660 2777 299 123272 35519 14421 10771 10522 6661 119 43 3650 1495 3787 3237 1466 550
is_linear=0
shrinkage=0.1


Tree=1935
num_leaves=31
num_cat=0
split_feature=3 5 5 0 5 1 5 5 5 4 3 1 0 5 0 3 0 0 1 1 1 6 3 3 1 1 6 1 5 0
split_gain=1.80531e+12 1.12863e+13 2.27371e+13 2.93537e+13 2.57432e+13 2.56942e+13 7.9805e+13 6.81256e+13 3.60666e+13 3.34079e+13 2.90792e+13 2.47795e+13 4.51959e+13 4.00349e+13 2.87587e+13 4.65949e+13 6.42116e+13 3.51205e+13 3.43744e+13 3.62871e+13 3.2515e+13 4.84064e+13 3.70696e+13 6.60944e+13 4.00044e+13 4.20398e+13 3.47892e+13 3.5803e+13 2.95704e+13 2.89813e+13
threshold=10.500000000000002 39.355000000000011 30.990000000000006 55.039751500000008 30.405000000000005 38.096381250000007 37.505000000000003 37.995000000000012 31.010000000000002 1.0000000180025095e-35 34.500000000000007 37.457850350000008 55.993277250000013 39.305000000000007 55.751981950000008 13.500000000000002 55.899899800000007 55.695992150000002 37.475443250000005 37.944765900000007 37.832345550000007 1.5000000000000002 13.500000000000002 15.500000000000002 37.533784800000006 37.692869000000009 1.5000000000000002 37.692869000000009 38.210000000000008 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -7 -4 -10 11 -8 13 14 17 29 -17 -13 28 20 22 -22 24 26 -20 -26 -24 -28 -19 -16
right_child=1 -3 5 -5 -6 7 10 -9 9 -11 -12 12 -14 -15 15 16 -18 18 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=50.340432450503698 -2601.9639492261822 -244.78297198343185 15002.792087133726 273.88825548121952 -17024.505095839035 326.26769875870696 -1027.588150618252 4792.4588733323462 -9322.059171783354 1466.5141388403849 -43393.84913791233 -6231.4289089314398 27019.30496320657 111571.45625 28516.109740170737 -18456.730150632062 2325.8373436455818 -93691.57484074519 -149623.50288085939 -8560.2407073829072 -5645.0904238861394 35791.663978032055 68909.597618849744 -5133.7022793492533 51008.167913323479 -33289.75377217956 48988.472311883226 -45263.581551339288 18296.416923564189 -2453.7021932260291
leaf_weight=2688514 38231 1182880 1920 78393 1279 113871 27378 48786 2949 107500 180 11768 425 29 399 6117 1964 65 24 1258 404 933 235 846 74 295 95 70 37 1245
leaf_count=2688514 38231 1182880 1920 78393 1279 113871 27378 48786 2949 107500 180 11768 425 29 399 6117 1964 65 24 1258 404 933 235 846 74 295 95 70 37 1245
internal_value=0 -83.0491 345.162 -846.281 -3068.84 772.309 -102.102 1665.82 1414.67 1178.46 -3267.68 -3133.08 -5326.29 -5857.92 -5989.77 -10283.7 -13405.8 -3396.73 4296.7 5678.67 11697.7 23270.8 2257.02 10703.1 -24521.2 -16384.5 44198 9002.75 -53068.5 5062.69
internal_weight=0 1.62965e+06 446770 117903 39510 328867 166210 162657 112369 110449 53841 53661 26283 25858 25829 9725 8081 16104 4336 4234 2976 1337 1639 1246 393 369 400 165 102 1644
internal_count=4318164 1629650 446770 117903 39510 328867 166210 162657 112369 110449 53841 53661 26283 25858 25829 9725 8081 16104 4336 4234 2976 1337 1639 1246 393 369 400 165 102 1644
is_linear=0
shrinkage=0.1


Tree=1936
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 2 1 1 5 1 5 3 6 4 5 3 3 3 2 5 3 5 6 1 3 3 6 3 5 0
split_gain=1.89025e+12 2.09411e+13 5.4543e+13 7.65364e+13 4.26243e+13 4.23556e+13 6.28768e+13 8.54464e+13 8.41126e+13 1.00476e+14 8.12542e+13 9.58302e+13 1.2412e+14 1.31584e+14 1.14081e+14 7.79557e+13 1.92013e+14 1.11061e+14 2.23685e+14 1.07581e+14 7.68129e+13 8.60708e+13 7.38928e+13 1.08452e+14 8.48676e+13 8.22832e+13 7.33511e+13 7.3202e+13 6.84288e+13 6.79739e+13
threshold=30.425002000000003 59.916647550000008 59.882016200000002 48.510000000000012 20.500000000000004 12.500000000000002 30.332994000000003 30.315880100000005 79.730000000000018 30.410108300000001 55.990000000000002 7.5000000000000009 1.5000000000000002 2.5000000000000004 120.05000000000001 8.5000000000000018 10.500000000000002 11.500000000000002 3.5000000000000004 69.015000000000015 15.500000000000002 101.05000000000001 1.5000000000000002 30.305955500000003 6.5000000000000009 6.5000000000000009 1.5000000000000002 6.5000000000000009 73.010000000000005 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 15 9 -8 -9 26 13 -13 -14 22 -17 18 -18 -19 21 -21 25 24 -24 -5 -12 -25 -15 -20
right_child=-2 -3 3 5 -6 -7 8 10 -10 -11 11 12 14 28 -16 16 17 19 29 20 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-337.06873133233637 19.174343923891289 482.66534010362534 4376.0339518962346 153914.90208333332 -15394.866275957556 7865.5370638982604 -54435.66105970685 -40858.858034606761 5605.2434163797152 -8805.2156940137575 102612.83500744047 -7716.0197335655284 85184.294540447547 177973.77333514875 -131697.16478365386 -61732.634275216682 -63824.93274553572 4619.0053436969747 109827.24451421211 -86894.930411132809 -16517.203335191458 97576.821961805559 -15615.820908254796 25664.142287427327 -114944.66555918819 19097.493974633609 -34179.018719399384 172991.16567260743 40473.762101633365 -60573.169711538467
leaf_weight=128513 3983587 185096 7298 51 1282 1100 1207 359 633 804 42 1391 361 39 26 1033 140 884 235 400 466 27 1323 215 92 403 588 40 503 26
leaf_count=128513 3983587 185096 7298 51 1282 1100 1207 359 633 804 42 1391 361 39 26 1033 140 884 235 400 466 27 1323 215 92 403 588 40 503 26
internal_value=0 -228.296 -1108.65 -5837.68 1421.92 -10865.7 -12691 -8563.33 -26185.7 -36192.6 4061 9527.52 18919.7 8570.25 70613.4 -16393.5 -26224.9 -9383.93 38152.1 -20111 -44591.7 -75230.4 -1530.72 -11255.8 -22074 34242.2 -25059.6 48774.3 50367.7 92852.5
internal_weight=0 334577 149481 20968 8580 12388 11288 8644 2644 2011 3309 2950 2320 1933 387 5335 3211 2178 401 1777 893 427 2124 1670 1415 454 630 255 542 261
internal_count=4318164 334577 149481 20968 8580 12388 11288 8644 2644 2011 3309 2950 2320 1933 387 5335 3211 2178 401 1777 893 427 2124 1670 1415 454 630 255 542 261
is_linear=0
shrinkage=0.1


Tree=1937
num_leaves=31
num_cat=0
split_feature=1 0 1 5 6 5 4 5 0 0 0 3 3 1 0 0 1 3 0 1 0 0 1 1 0 5 0 3 1 1
split_gain=1.77715e+12 1.38529e+13 2.40839e+13 1.98665e+13 1.40116e+13 3.14217e+13 1.28997e+14 8.39921e+13 6.78283e+13 1.42971e+14 9.262e+13 8.179e+13 7.7575e+13 7.27676e+13 1.08499e+14 1.33025e+14 1.05277e+14 1.06552e+14 9.10092e+13 8.70558e+13 8.48268e+13 8.25686e+13 9.70965e+13 1.13352e+14 7.59564e+13 6.88731e+13 6.60198e+13 1.31392e+14 1.14928e+14 2.27304e+14
threshold=38.781124500000011 63.563300600000012 33.101335500000005 74.010000000000005 1.5000000000000002 72.705000000000013 2.5000000000000004 62.385000000000012 55.674875350000008 55.695992150000002 55.518428350000008 23.500000000000004 13.500000000000002 37.777459000000007 55.860536450000005 55.784980300000008 37.214886200000009 19.500000000000004 55.975961550000008 37.692869000000009 56.009576300000013 55.801980100000009 37.559851850000008 37.487839250000007 55.701368300000006 73.010000000000005 55.657530000000008 16.500000000000004 37.726745000000001 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -8 10 -10 11 -7 -12 14 15 -11 -17 -18 24 25 -20 22 23 -19 -15 -16 28 -28 -14 -30
right_child=-2 2 3 -5 -6 8 7 -9 9 13 12 -13 26 18 19 16 17 21 20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-375.91049169017742 -42.228561318198473 4323.3655256352531 -16816.054352176139 -92586.751885308171 344.72542825190618 576.22746715324445 21070.034889758204 4495.3619728918902 41507.13423464189 -2039.9045846114707 -29962.939695837456 87473.519089133537 -9598.2397457128791 6466.2364311313504 -37338.504875461054 -38856.726091582248 41625.323613699911 86740.270307931292 151089.18995098039 -30872.720224309127 12041.693526541352 6895.8312769324302 241539.91824776787 -70171.117482018861 -31105.077389493279 -1253.7278451992534 -71794.062861848535 -8456.9974240965657 113463.35804347828 486.75443667567725
leaf_weight=360122 3012745 752 892 36 859781 7070 4157 11558 805 5650 2077 110 8301 721 538 288 1951 171 51 1069 314 2855 28 63 2121 31389 475 1055 230 789
leaf_count=360122 3012745 752 892 36 859781 7070 4157 11558 805 5650 2077 110 8301 721 538 288 1951 171 51 1069 314 2855 28 63 2121 31389 475 1055 230 789
internal_value=0 97.4583 -8977.31 -19755.4 109.152 -347.066 11.1003 8879.77 -2323.14 -281.143 -7199.27 1907.52 -12257.4 -993.71 66.2018 8664.12 19955.7 23297.9 -15536.3 -2801.68 31470.2 11826.3 65553.1 44494.9 -21573.4 -1861.79 -8868.08 -28120.5 -5707.55 25986.9
internal_weight=0 1.30542e+06 1680 928 1.30374e+06 443958 375837 15715 68121 48014 20107 7180 12927 47209 44002 11006 5356 5068 3207 32996 365 3117 262 234 2842 31927 10850 1530 9320 1019
internal_count=4318164 1305419 1680 928 1303739 443958 375837 15715 68121 48014 20107 7180 12927 47209 44002 11006 5356 5068 3207 32996 365 3117 262 234 2842 31927 10850 1530 9320 1019
is_linear=0
shrinkage=0.1


Tree=1938
num_leaves=31
num_cat=0
split_feature=3 5 5 4 1 1 1 5 4 0 3 5 5 2 2 6 5 0 1 0 0 1 2 0 0 0 1 5 1 0
split_gain=1.79971e+12 9.00711e+12 2.05532e+13 2.00166e+13 2.11158e+13 1.97224e+13 3.08629e+13 3.32329e+13 6.17218e+13 2.9611e+13 3.53695e+13 2.90495e+13 3.90494e+13 2.50368e+13 2.17974e+13 3.40937e+13 2.33083e+13 2.08439e+13 1.91622e+13 2.41625e+13 4.84521e+13 2.62069e+13 2.54635e+13 2.42136e+13 5.16027e+13 6.25376e+13 3.09872e+13 5.86174e+13 2.79461e+13 2.10011e+13
threshold=25.500000000000004 54.035000000000004 54.710000000000008 1.5000000000000002 37.542000650000013 30.323743050000001 30.278357500000002 71.00500000000001 2.5000000000000004 59.990816400000007 27.500000000000004 63.455000000000005 62.015000000000008 11.500000000000002 24.500000000000004 1.5000000000000002 78.710000000000022 60.063729500000008 60.628582700000003 56.852744000000008 56.863241500000008 60.601268000000012 23.500000000000004 59.916647550000008 60.017447350000005 60.035045000000004 30.362552800000003 89.00500000000001 30.370618100000005 56.791364150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 14 11 -9 10 13 12 -8 -10 15 -4 -17 -11 19 -7 21 -21 -23 26 -25 -26 27 -22 -28 -20
right_child=1 2 5 -5 -6 18 7 8 9 17 -12 -13 -14 -15 -16 16 -18 -19 29 20 23 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-8.5532118417570455 1483.2020016455731 -162343.79046875003 -26966.392654296873 -15210.839843621505 -23217.552766927085 -359.46357818675381 -6784.6850997924812 -217392.82187500002 -35853.407783203125 79734.480687500007 16666.188109375002 47578.560230654766 -125980.8342857143 -174724.1737964527 -83131.54769345239 33590.567307692305 141391.07025462965 -41318.692041015631 -1574.7467849755458 -15650.041842215402 10708.618207465279 45003.310221193817 128147.19114583333 -51693.763065274557 78828.324551930156 -1353.2029304929665 -102191.01144353693 162930.1482371795 11152.805013986568 -14607.489151228505
leaf_weight=4243674 40922 20 75 380 24 21486 128 24 20 25 25 63 35 37 21 78 27 33 4607 56 72 203 45 192 102 2099 22 39 1940 1690
leaf_count=4243674 40922 20 75 380 24 21486 128 24 20 25 25 63 35 37 21 78 27 33 4607 56 72 203 45 192 102 2099 22 39 1940 1690
internal_value=0 487.274 -726.84 -22604.3 -86456.8 -446.969 -18551.1 -34956.7 -69224.3 -43824 -82502.5 -10089.9 -32379 -125998 13280.5 24528.6 61310.7 10859.4 -118.287 1069.89 7508.25 46137.8 60089.9 4878.74 -1974.55 2362.62 12789.9 64191.9 9881.88 -5072.5
internal_weight=0 74490 33568 424 44 33144 591 390 164 140 82 226 163 57 201 180 105 58 32553 26256 4770 304 248 4466 2393 2201 2073 111 1962 6297
internal_count=4318164 74490 33568 424 44 33144 591 390 164 140 82 226 163 57 201 180 105 58 32553 26256 4770 304 248 4466 2393 2201 2073 111 1962 6297
is_linear=0
shrinkage=0.1


Tree=1939
num_leaves=31
num_cat=0
split_feature=5 1 1 1 0 0 1 0 1 3 0 3 3 6 0 0 0 1 5 5 0 0 3 5 5 5 5 3 3 0
split_gain=1.81442e+12 1.25033e+13 5.97648e+13 1.0098e+14 6.0211e+13 8.23544e+13 1.21611e+14 1.76637e+14 7.0117e+13 1.02607e+14 1.07907e+14 1.07342e+14 5.97603e+13 2.73971e+14 5.94216e+13 9.16688e+13 5.46232e+13 2.36809e+14 8.46495e+13 5.38154e+13 5.3291e+13 5.3217e+13 6.35186e+13 5.49491e+13 5.11012e+13 4.70603e+13 4.62987e+13 4.55347e+13 4.27231e+13 8.49986e+13
threshold=55.405000000000008 37.098288800000006 30.578016350000002 30.451272450000005 59.882016200000002 59.834458500000004 30.502469200000004 59.755965500000009 30.502469200000004 19.500000000000004 59.916647550000008 9.5000000000000018 16.500000000000004 1.5000000000000002 60.063729500000008 59.982527000000012 59.904813200000007 30.468306550000005 83.010000000000005 58.040000000000006 59.755965500000009 60.003414000000006 22.500000000000004 62.015000000000008 69.015000000000015 76.00500000000001 55.990000000000002 31.500000000000004 5.5000000000000009 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 5 6 7 -5 9 10 11 -6 13 25 15 28 17 18 24 -13 -15 22 -18 -24 -11 -8 -2 -4 -10 -30
right_child=1 -3 27 4 8 -7 12 -9 14 16 -12 19 -14 20 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-50.63892625137936 14414.181516523171 190.69985124664407 -3891.298542005416 6523.5726432520833 6487.6628032649787 32693.403778686526 137613.26372024679 -73342.855421501226 59548.476928985263 -9569.1180082118262 6659.4686039692133 -10449.257572180708 -2649.8740615400297 -402.96349413538081 105939.15383522728 -136720.53435444081 2098.7026857170081 -132641.5647961128 -50609.350702906369 61590.297424582532 58341.871145374447 -4919.6153316095915 -2489.6617780160213 103878.51513790968 33306.239111660288 271194.57196428574 -774.62002851659611 123671.48415178571 -3743.8200275781742 -53516.955552337648
leaf_weight=2681621 2034 1420749 46189 1092 773 1980 107 371 89 752 3983 115 412 483 44 57 287 164 335 1055 227 1158 69 164 441 35 150538 28 2412 400
leaf_count=2681621 2034 1420749 46189 1092 773 1980 107 371 89 752 3983 115 412 483 44 57 287 164 335 1055 227 1158 69 164 441 35 150538 28 2412 400
internal_value=0 82.9764 -626.256 242.546 7551.98 17170.2 5899.23 -13729.6 3870.66 8161.59 16084.3 35404.6 28618.4 43738.7 -9416.66 -11132.6 -5770.2 -18448.7 -6192.45 54509.5 18378.8 7014.13 33589.6 72378.9 6280.03 170538 -572.132 -3814.02 -8664.96 -10823.9
internal_weight=0 1.63654e+06 215794 169577 17005 4707 2727 1463 12298 9296 5926 1943 1264 852 3002 2958 3370 1692 1528 1170 710 1678 520 233 1193 142 152572 46217 2901 2812
internal_count=4318164 1636543 215794 169577 17005 4707 2727 1463 12298 9296 5926 1943 1264 852 3002 2958 3370 1692 1528 1170 710 1678 520 233 1193 142 152572 46217 2901 2812
is_linear=0
shrinkage=0.1


Tree=1940
num_leaves=31
num_cat=0
split_feature=3 1 1 1 3 3 0 5 0 5 3 6 0 0 3 1 4 0 1 5 3 3 5 3 5 1 1 1 1 0
split_gain=1.78234e+12 1.04887e+13 4.13778e+13 2.98378e+13 7.39671e+13 1.09977e+14 4.14196e+13 4.0997e+13 3.71851e+13 6.83529e+13 3.23653e+13 5.4814e+13 3.11757e+13 2.77825e+13 2.66382e+13 3.65499e+13 1.14912e+14 4.83584e+13 4.80103e+13 1.19563e+14 6.44767e+13 4.76169e+13 9.72108e+13 8.38836e+13 4.26176e+13 4.25104e+13 3.2572e+13 7.62806e+13 7.82961e+13 5.95535e+13
threshold=10.500000000000002 82.902675200000019 65.659480050000013 82.907204800000002 22.500000000000004 17.500000000000004 55.02863030000001 99.555000000000021 55.046835900000012 60.005000000000003 21.500000000000004 1.5000000000000002 55.120365700000008 54.194619400000008 16.500000000000004 61.365473900000005 2.5000000000000004 55.141517900000004 61.310823700000007 91.050000000000011 20.500000000000004 19.500000000000004 128.92000000000004 21.500000000000004 57.405000000000008 65.58467570000002 49.177301950000007 54.845880150000006 50.888703650000004 56.838612000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 6 7 -3 9 -8 -7 -12 -10 -4 26 18 -17 -18 -16 24 -21 22 25 -23 -20 -19 -2 28 -28 -30
right_child=1 3 13 -5 -6 10 8 -9 12 -11 11 -13 -14 -15 15 16 17 21 19 20 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=50.019134593337185 -249.59634289104844 10522.463437401253 111660.34203869049 340.93114483519219 -7882.699627724116 31858.299842114138 14716.893379041885 154185.36960937499 8575.5294858975649 -75640.057090332033 38297.560985668286 187367.65589104732 -31174.410940671907 -3390.2226122630109 203.81619628088094 1232.2815298686546 -76467.44332763672 29316.949352696942 -9700.9011239687607 222764.49114583337 44151.621076202398 -30207.022694442749 -54214.9708102644 24039.542857127039 -38207.782887410147 63908.992666727703 -3230.0514325582317 -776.1758688169914 -22368.930312554403 -3980.3236789817015
leaf_weight=2688514 448682 2917 21 189055 2532 1379 144 20 884 200 74 37 254 40407 811699 19193 50 1367 1584 24 128 400 121 992 784 480 15734 82914 4788 2786
leaf_count=2688514 448682 2917 21 189055 2532 1379 144 20 884 200 74 37 254 40407 811699 19193 50 1367 1584 24 128 400 121 992 784 480 15734 82914 4788 2786
internal_value=0 -82.519 -176.729 600.652 6417.68 12545.4 4623.54 11500.8 -9005.61 -37816.2 36039.7 87987.6 -296.601 -3330.46 -85.1171 271.143 4237.7 21153.6 161.03 -13620.4 72353.7 22606.2 32618.2 8451.45 -19139 38306.8 -622.375 -2196.99 -7251.3 -15604.9
internal_weight=0 1.62965e+06 1.43215e+06 197496 8441 5909 4419 2937 1482 344 1490 111 1138 40428 1.39173e+06 836822 22603 3410 814219 2520 152 3360 1968 1392 2368 1847 554904 106222 23308 7574
internal_count=4318164 1629650 1432154 197496 8441 5909 4419 2937 1482 344 1490 111 1138 40428 1391726 836822 22603 3410 814219 2520 152 3360 1968 1392 2368 1847 554904 106222 23308 7574
is_linear=0
shrinkage=0.1


Tree=1941
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 0 0 0 5 0 5 5 1 0 0 0 1 5 6 0 5 0 4 5 5 0 5 4 1 5
split_gain=1.818e+12 3.28443e+13 4.69784e+13 5.95801e+13 7.45514e+13 1.95577e+14 9.57766e+13 6.07588e+13 5.62812e+13 5.55867e+13 4.45435e+13 4.14943e+13 3.52588e+13 6.68392e+13 4.17369e+13 3.50974e+13 9.03188e+13 3.77636e+13 4.60572e+13 4.27243e+13 3.42209e+13 3.85306e+13 3.39261e+13 3.1881e+13 4.84172e+13 3.08351e+13 3.07376e+13 4.47153e+13 7.57707e+13 4.45021e+13
threshold=18.500000000000004 16.500000000000004 37.620907050000007 37.342273500000012 55.674875350000008 55.820531900000013 55.657530000000008 55.727011600000004 107.05000000000001 55.851332700000007 54.990000000000002 73.405000000000015 37.457850350000008 55.751981950000008 55.745923000000012 55.87722990000001 37.692869000000009 102.01000000000001 1.5000000000000002 55.050600750000008 98.020000000000024 54.99493995000001 2.5000000000000004 63.455000000000005 50.805000000000007 45.053747000000008 93.00500000000001 3.5000000000000004 30.315880100000005 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 26 6 7 11 10 9 -7 -6 -5 14 -14 -9 17 -17 20 19 -19 -4 -22 -20 24 -15 -24 29 -28 -29 -3
right_child=-2 2 15 4 5 8 -8 12 -10 -11 -12 -13 13 23 -16 16 -18 18 22 -21 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=51.97659159767295 -161.42289933376466 -1837.14325326176 -2771.0451234588049 -5100.5665079733808 -92647.263476562512 26650.984286233655 107608.80668449955 57085.865283203129 147742.99554687503 -35473.327078767201 -245217.1196875 -52041.208162756142 -255295.03897931136 -60797.567383769914 -97006.736658653856 108710.13146455654 4642.0163833634351 68385.819368077544 -153784.92887500001 -86481.665591032608 -7147.4544663915094 112332.69011363637 7948.679355314961 4343.4880859374998 -235567.5597826087 -49531.431293834343 -76270.299442232572 -97660.613693576393 88951.047642045465 79370.178347203357
leaf_weight=3689517 600644 3068 16897 1082 31 184 69 32 20 663 50 228 27 51 39 85 4418 79 25 23 53 55 127 32 23 352 130 36 55 69
leaf_count=3689517 600644 3068 16897 1082 31 184 69 32 20 663 50 228 27 51 39 85 4418 79 25 23 53 55 127 32 23 352 130 36 55 69
internal_value=0 26.0813 -3385.74 -11322.8 -22908.5 -41686 -7222.05 -113551 -18062.5 -21977.6 -186826 -13270.4 -84457 -114832 -27556.5 -1272.08 6606.44 -3286.56 -27816.5 33464.7 -2412.4 53698.9 -40218.7 -79054.1 -115118 -34291.4 -2590.36 -38636.3 15126.7 -50.9446
internal_weight=0 3.71752e+06 28003 5889 2531 1152 1379 285 867 847 81 1310 204 133 71 22114 4503 17611 606 102 17005 108 504 106 74 479 3358 221 91 3137
internal_count=4318164 3717520 28003 5889 2531 1152 1379 285 867 847 81 1310 204 133 71 22114 4503 17611 606 102 17005 108 504 106 74 479 3358 221 91 3137
is_linear=0
shrinkage=0.1


Tree=1942
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 5 2 3 2 0 5 0 6 3 1 3 6 0 0 2 0 3 3 0 0 6 0 0 0 3
split_gain=1.93055e+12 1.24354e+13 5.62962e+13 2.28702e+13 2.23949e+13 4.13631e+13 3.20602e+13 5.3154e+13 2.70278e+13 5.30207e+13 2.34047e+13 2.16846e+13 1.9922e+13 1.62584e+13 1.6024e+13 9.73394e+13 2.29757e+14 1.92008e+14 6.30013e+13 1.05365e+14 3.20162e+13 3.33387e+13 4.14328e+13 5.56288e+13 4.01682e+13 3.7806e+13 3.74744e+13 3.94292e+13 2.41332e+13 2.39704e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 100.05000000000001 114.05000000000001 102.01000000000001 6.5000000000000009 12.500000000000002 3.5000000000000004 54.708501450000007 98.020000000000024 54.725565150000001 1.5000000000000002 15.500000000000002 30.102666750000001 10.500000000000002 1.5000000000000002 60.042666650000008 59.820733200000006 7.5000000000000009 59.755965500000009 11.500000000000002 14.500000000000002 59.990816400000007 60.063729500000008 1.5000000000000002 59.939091550000008 59.863160500000006 59.863160500000006 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 12 5 10 7 -6 -7 -10 -2 -8 -3 -5 15 16 17 18 19 -4 -17 25 23 26 -25 -22 27 -23 -20 -29
right_child=1 2 14 13 6 8 11 -9 9 -11 -12 -13 -14 -15 -16 20 -18 -19 28 -21 21 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-74.078154193689002 4223.0172184035091 -14153.757239617449 139471.31633064518 -104906.02288335755 -120664.38994869404 132437.88928571431 15320.571614583336 31389.172700892857 145197.15302734377 -3056.7801558514034 -75495.469172297308 -73478.708428030295 -754.33263979957223 -19816.201761968085 57.279265407440533 -33599.972971123861 -15927.43809442935 -33344.466347346228 110133.80942007212 421959.97119565215 18190.6612968013 35301.444014939851 -1015.1580424505951 -52591.21729428957 21789.177963417456 -91550.225979099036 79183.084145938657 36014.896428571425 221381.2644205729 -95921.055244140633
leaf_weight=1938624 7947 3268 31 43 67 35 165 35 32 98 37 33 1680 47 2361107 253 276 63 104 23 53 439 3081 139 152 77 170 21 24 40
leaf_count=1938624 7947 3268 31 43 67 35 165 35 32 98 37 33 1680 47 2361107 253 276 63 104 23 53 439 3081 139 152 77 170 21 24 40
internal_value=0 60.3519 46.7057 -10512.9 3889.96 4877.78 -22942.7 -68489.1 54436.8 33436.5 3853.58 520.692 -9604.24 -60470.2 69.1901 5755.16 46639.3 117123 169207 259791 941.457 3036.13 4639.29 22767.6 -13739.6 -46809.7 38623.8 24833.6 130993 -50500.5
internal_weight=0 2.37954e+06 2.37109e+06 5038 8449 8149 300 102 165 130 7984 198 4948 90 2.36605e+06 4946 521 245 182 54 4425 4172 4042 961 291 130 670 500 128 61
internal_count=4318164 2379540 2371091 5038 8449 8149 300 102 165 130 7984 198 4948 90 2366053 4946 521 245 182 54 4425 4172 4042 961 291 130 670 500 128 61
is_linear=0
shrinkage=0.1


Tree=1943
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 6 1 3 1 0 0 0 6 3 4 5 5 0 3 3 1 0 1 1 5 0 0 3 1
split_gain=1.80418e+12 2.4865e+13 5.12529e+13 1.28075e+14 1.70775e+14 1.67794e+14 1.99972e+14 8.80308e+13 7.94897e+13 7.13139e+13 6.88159e+13 1.42492e+14 1.5897e+14 2.73525e+14 1.75685e+14 1.29857e+14 1.58213e+14 1.24615e+14 3.39975e+14 1.20919e+14 1.05184e+14 9.89873e+13 9.55826e+13 2.90048e+14 2.18508e+14 2.06045e+14 5.41644e+14 3.04242e+14 3.71487e+14 1.91818e+14
threshold=37.615058950000012 37.516458750000005 55.551692500000009 55.601678500000013 51.015000000000008 24.500000000000004 1.5000000000000002 37.582182450000005 8.5000000000000018 37.542000650000013 55.860536450000005 55.795550600000006 55.777112100000004 1.5000000000000002 20.500000000000004 1.5000000000000002 69.015000000000015 85.020000000000024 55.708120100000009 22.500000000000004 10.500000000000002 37.582182450000005 55.657530000000008 37.597123000000003 37.542000650000013 47.815000000000005 55.762622900000004 55.74310830000001 10.500000000000002 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 -6 -8 -5 -4 11 12 17 14 -14 -13 -17 22 -19 -20 21 -15 29 24 -24 26 -25 -27 -29 -10
right_child=-2 2 3 8 5 -7 7 -9 10 -11 -12 15 13 20 -16 16 -18 18 19 -21 -22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=-63.147759324329606 -32.467168657462587 -1884.3422734360092 -68571.141219973884 8911.1534859879448 106713.41677641572 4765.8280864347244 11656.034658965735 57190.017553338679 -22562.080321143098 1519.1097493216173 4301.0028824417677 452.10348945562276 41878.667642654043 -72084.647356463742 162933.78824556794 -30704.500206848836 4606.0125104347599 5630.1501986228814 -320314.44725877192 -34528.95880859375 23488.00581668313 20080.278983248198 -3956.1729482037936 -17214.935916187398 28933.529571756098 -18088.570060733538 354254.31524390244 -489740.34375 -112964.18205630174 15740.637844773126
leaf_weight=770727 3448201 29396 154 12432 463 1481 922 787 4010 2530 21492 4820 283 265 208 4731 1734 177 57 20 1305 208 3738 921 4395 429 41 29 268 1940
leaf_count=770727 3448201 29396 154 12432 463 1481 922 787 4010 2530 21492 4820 283 265 208 4731 1734 177 57 20 1305 208 3738 921 4395 429 41 29 268 1940
internal_value=0 128.687 1618.6 3093 16649.1 30720.5 48417.9 32624.6 1740.23 -2502.46 -5.35815 -3134.35 2316.95 27090.4 93160.7 -11971.4 -21233.7 -1190.75 -70677 -246084 8844.83 -31555.5 -71.6386 5987.91 13817.1 -31734.2 -1383.09 -71951.6 -149754 -10073.5
internal_weight=0 869963 99236 69840 6337 3653 2172 1709 63503 2684 51071 29579 18294 2269 491 11285 6465 16025 254 77 1778 473 15771 9821 8133 1688 962 726 297 5950
internal_count=4318164 869963 99236 69840 6337 3653 2172 1709 63503 2684 51071 29579 18294 2269 491 11285 6465 16025 254 77 1778 473 15771 9821 8133 1688 962 726 297 5950
is_linear=0
shrinkage=0.1


Tree=1944
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 3 3 4 5 0 6 5 0 3 5 4 3 2 0 5 3 2 2 3 3 0 5 5 6
split_gain=1.69831e+12 1.28373e+13 5.62842e+13 6.64214e+13 1.38803e+14 9.26074e+13 1.14695e+14 1.38743e+14 7.84757e+13 7.15114e+13 7.14554e+13 8.76219e+13 8.14221e+13 7.67244e+13 1.44043e+14 1.4177e+14 9.67179e+13 8.97242e+13 6.36423e+13 6.29544e+13 6.30045e+13 6.11481e+13 5.99159e+13 5.89913e+13 5.73667e+13 9.47283e+13 5.65802e+13 5.55667e+13 5.26751e+13 4.97663e+13
threshold=30.207352000000004 30.226173900000003 60.063729500000008 60.029906750000002 60.003414000000006 60.035045000000004 12.500000000000002 11.500000000000002 2.5000000000000004 90.015000000000015 59.963407450000012 1.5000000000000002 82.00500000000001 59.990816400000007 12.500000000000002 85.020000000000024 2.5000000000000004 23.500000000000004 16.500000000000004 59.939091550000008 114.05000000000001 20.500000000000004 11.500000000000002 11.500000000000002 13.500000000000002 17.500000000000004 60.017447350000005 61.845000000000006 56.835000000000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 -5 27 -6 11 -2 -13 14 -12 16 -15 -18 24 -14 -21 23 -10 -11 -16 -26 -23 29 -9 -8
right_child=1 -3 -4 5 9 -7 8 28 22 21 13 12 19 15 18 -17 17 -19 -20 20 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=435.34436231510801 -50708.896355233031 2.5341437781727674 -33682.474863824747 37577.161957859847 -22390.670561901643 -237.68917400928956 -5654.6744203575445 125904.95520463423 18841.310368795956 -81205.900716817006 -24180.851347592004 -8495.8069716986265 4213.1869074716315 729.87199682127016 86307.685518029917 -96941.357889229912 149441.05280621408 -22033.07725232713 193332.09359611745 116742.71520852482 -6275.2660937500004 90033.517681884769 149733.70672743054 -226834.0275440705 -6079.6691966285844 93336.212017404221 -90440.459950657911 -118950.48301930149 290287.51973214286 36497.905759479909
leaf_weight=87787 435 4211803 566 165 2311 6478 721 44 68 97 304 3661 263 1544 281 140 87 47 33 136 60 32 72 39 279 146 38 34 35 458
leaf_count=87787 435 4211803 566 165 2311 6478 721 44 68 97 304 3661 263 1544 281 140 87 47 33 136 60 32 72 39 279 146 38 34 35 458
internal_value=0 -9.03408 -2632.22 -1656.3 -7132.16 5079.52 26648 89754.6 15267.4 -27423.1 -245.376 -8024.8 -3518.1 12140.2 33760.6 -263.504 7802.59 89297.1 57595.8 36184.2 79084.1 -83879.4 86157.4 -122967 51251.2 28072.6 -7938.07 7085.49 198733 10720.1
internal_weight=0 4.23038e+06 18574 18008 9933 8075 1597 244 1353 2517 7416 4555 4120 2861 1043 1818 1678 134 739 459 196 206 140 136 706 425 70 1213 79 1179
internal_count=4318164 4230377 18574 18008 9933 8075 1597 244 1353 2517 7416 4555 4120 2861 1043 1818 1678 134 739 459 196 206 140 136 706 425 70 1213 79 1179
is_linear=0
shrinkage=0.1


Tree=1945
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 0 0 5 1 0 5 5 1 5 0 0 1 0 5 6 1 1 5 5 0 0 5 4 5 4
split_gain=1.73753e+12 2.65901e+13 3.79611e+13 5.22554e+13 7.17667e+13 1.65794e+14 7.4459e+13 6.16333e+13 7.06206e+13 6.79172e+13 4.74875e+13 4.55434e+13 4.14004e+13 4.38809e+13 3.69726e+13 2.9531e+13 4.13859e+13 3.83639e+13 3.18174e+13 3.81924e+13 3.74789e+13 3.07814e+13 2.83629e+13 2.80554e+13 2.85931e+13 3.39364e+13 2.48439e+13 3.80617e+13 4.20339e+13 3.61625e+13
threshold=18.500000000000004 16.500000000000004 37.615058950000012 37.342273500000012 55.674875350000008 55.820531900000013 55.657530000000008 37.995000000000012 37.475443250000005 55.755036050000008 107.05000000000001 56.835000000000008 37.436176200000013 100.05000000000001 55.851332700000007 55.806974650000008 37.692869000000009 55.87722990000001 102.01000000000001 1.5000000000000002 47.473138800000008 39.188277450000008 56.505000000000003 100.05000000000001 51.717367500000009 45.040161900000008 93.00500000000001 3.5000000000000004 88.015000000000015 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 26 6 7 12 -6 -9 11 14 -10 -5 -14 -7 18 17 -17 23 20 21 -20 -19 24 25 -4 27 28 -3 -28
right_child=-2 2 15 4 5 10 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 22 19 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=48.797273136125497 -157.81012485511388 -832.03248993140335 -10195.086357850796 -46944.601296618559 -3875.2803234011626 19290.53379739901 95369.240992980078 -79591.80442664602 -175128.86644021739 -111101.62440159575 132859.924375 -366621.48263888893 1544.2390136585921 -144651.43124999999 -33868.382391385727 10639.235548683449 3710.3850420747513 18610.32308054957 22056.044335937502 -37306.231630353228 -51381.63560267858 166714.12213541669 139389.4638506356 89763.29491003789 -5383.6986686656492 8162.0436074495738 -68576.162542818507 -128211.58831521739 78662.947891773903 13616.431585894576
leaf_weight=3689517 600644 3046 1349 258 43 164 69 107 23 47 20 27 919 21 647 108 4882 29 38 492 35 24 59 33 11278 3973 130 23 68 91
leaf_count=3689517 600644 3046 1349 258 43 164 69 107 23 47 20 27 919 21 647 108 4882 29 38 492 35 24 59 33 11278 3973 130 23 68 91
internal_value=0 25.4976 -3044.34 -10325 -21779.6 -40745.3 -5643.06 -112678 -135612 -197407 -19364.6 -278535 -11461 -1721.83 -23118.6 -1182.4 5519.26 50575.1 -3158.42 -25999.6 31349.6 78052.7 99587.2 -2349.58 -2532.69 3508.95 -2325.78 -42.766 903.889 -34732.2
internal_weight=0 3.71752e+06 28003 5703 2345 1078 1267 247 204 97 831 50 1198 940 811 22300 5078 196 17222 589 97 62 88 16633 16600 5322 3358 3137 3114 221
internal_count=4318164 3717520 28003 5703 2345 1078 1267 247 204 97 831 50 1198 940 811 22300 5078 196 17222 589 97 62 88 16633 16600 5322 3358 3137 3114 221
is_linear=0
shrinkage=0.1


Tree=1946
num_leaves=31
num_cat=0
split_feature=2 1 5 5 5 3 5 0 0 5 0 0 1 1 5 2 5 2 2 1 5 2 5 2 5 0 5 0 5 3
split_gain=2.07437e+12 1.51575e+13 2.04284e+13 1.55022e+13 1.95465e+13 1.47615e+13 1.43859e+13 1.48167e+13 2.2154e+13 1.44225e+13 1.71912e+13 1.43226e+13 2.78593e+13 2.77275e+13 4.04e+13 4.00099e+13 3.81708e+13 5.31886e+13 3.06351e+13 2.37808e+13 2.28714e+13 2.73349e+13 2.30922e+13 2.14999e+13 1.87492e+13 1.83587e+13 6.62013e+13 6.07313e+13 5.35721e+13 4.56111e+13
threshold=14.500000000000002 30.160599000000001 58.995000000000012 96.015000000000015 98.020000000000024 19.500000000000004 84.030000000000015 59.846652800000008 59.853570100000006 75.750000000000014 59.853570100000006 45.055827000000008 39.071052600000009 39.007683500000006 60.005000000000003 21.500000000000004 123.15000000000002 17.500000000000004 20.500000000000004 38.996948700000011 96.015000000000015 23.500000000000004 107.05000000000001 22.500000000000004 132.05000000000004 45.047272400000004 81.910000000000011 45.005863250000004 112.04500000000002 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 9 -8 -9 -4 -11 12 13 19 -15 16 25 24 -19 -3 23 22 -22 -17 -18 26 -16 -28 -27 -29
right_child=1 11 3 4 5 -7 7 8 -10 10 -12 -13 -14 14 15 20 17 18 -20 -21 21 -23 -24 -25 -26 28 27 29 -30 -31
leaf_value=-20.199177619863182 944.69802108743193 1842.2128197184979 27091.607231628554 -86982.51959134615 -69447.49001581101 21727.613907523777 -19923.42489809783 163945.85796875 49449.223091671447 -52663.498061079546 27937.253626685051 -3.1119120495120245 -2337.3335971319011 3760.8002266143762 10247.322634948127 -28713.648999387831 191764.0404411765 -25490.485411658654 115280.22132457385 -29808.647225601948 -35613.461335893109 5079.0299218750006 -143607.60477430557 50815.437816321333 82312.183081896568 15012.418644086218 -21464.07000881288 131898.35214054608 -90828.628500000006 53747.549052911054
leaf_weight=3980118 1422 8758 453 26 21 115 23 20 109 55 51 310671 8116 5108 808 67 34 52 22 244 44 60 36 69 29 1098 82 99 50 304
leaf_count=3980118 1422 8758 453 26 21 115 23 20 109 55 51 310671 8116 5108 808 67 34 52 22 244 44 60 36 69 29 1098 82 99 50 304
internal_value=0 237.823 8337.06 20378.2 -7538.69 7649.11 26739 54017.4 67200.6 19321.7 -13883.9 182.461 2481.19 4786.5 9085.33 18615 22489.1 73851.8 16360.3 984.313 -17571.3 -45943.7 -84210.8 11635.7 141381 19606.4 27778 56983.8 10402.6 72945.9
internal_weight=0 338046 2295 873 162 136 711 152 129 559 106 335751 25080 16964 7962 2854 2578 137 74 9002 276 140 80 136 63 2441 1293 485 1148 403
internal_count=4318164 338046 2295 873 162 136 711 152 129 559 106 335751 25080 16964 7962 2854 2578 137 74 9002 276 140 80 136 63 2441 1293 485 1148 403
is_linear=0
shrinkage=0.1


Tree=1947
num_leaves=31
num_cat=0
split_feature=3 6 2 1 1 0 5 1 5 2 5 1 0 0 5 5 5 5 1 5 0 0 0 0 3 1 4 0 5 3
split_gain=1.6871e+12 1.07504e+13 6.87264e+13 5.33938e+13 6.35655e+13 8.99636e+13 6.79636e+13 6.18042e+13 5.56901e+13 8.68345e+13 5.3951e+13 5.39468e+13 5.24967e+13 7.29658e+13 1.17604e+14 1.25629e+14 1.21349e+14 7.05325e+13 5.95696e+13 5.24063e+13 5.22689e+13 8.43356e+13 9.49815e+13 6.99099e+13 6.45634e+13 6.28012e+13 8.8985e+13 8.24381e+13 7.56313e+13 6.78143e+13
threshold=9.5000000000000018 1.5000000000000002 5.5000000000000009 20.507360500000004 30.323743050000001 59.990816400000007 43.810000000000009 30.315880100000005 71.00500000000001 6.5000000000000009 46.010000000000012 30.305955500000003 54.736324100000012 59.904813200000007 58.040000000000006 65.045000000000016 61.405000000000008 66.990000000000023 30.259484550000003 87.395000000000024 55.120365700000008 55.034903650000011 55.078308950000007 56.110481950000008 6.5000000000000009 82.888608650000023 1.5000000000000002 55.061033200000004 101.05000000000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 -4 5 6 -5 12 10 19 -9 -7 -8 -14 18 16 -16 -17 -15 -10 21 -1 25 -22 -25 26 -23 29 -27 -28
right_child=-2 -3 3 4 -6 11 7 8 9 -11 -12 -13 13 14 15 17 -18 -19 -20 -21 23 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=-761.49403525389471 56.418527281534139 2.7606882823471497 -12747.674081032976 -1935.056244282132 2178.4222902045817 -24534.20505453771 39332.677453652366 138555.8317232572 -75983.326809512873 152811.32397985537 11068.857336918443 -164360.82626008068 -12834.703769888145 -14892.709693050385 12204.336160714287 183836.12052283657 -193312.31838916845 14097.429604993287 91285.213859774653 92881.126015625006 -7725.6801937536529 12296.383213827055 915.6743003180793 2339.0866730991256 -5348.2135708568157 25382.100599645415 -32356.586225328952 247951.57356342516 -165807.77239583334 122418.27949746622
leaf_weight=52234 2379540 1772842 2069 1187 31648 251 937 39 34 121 223 31 773 64 56 26 59 419 303 40 27330 146 2331 23195 20654 1404 38 38 21 111
leaf_count=52234 2379540 1772842 2069 1187 31648 251 937 39 34 121 223 31 773 64 56 26 59 419 303 40 27330 146 2331 23195 20654 1404 38 38 21 111
internal_value=0 -69.2502 -839.321 2876.59 3769.32 14803.5 18407.3 26211.5 60162 100626 30045.9 -39905.2 20327.8 9852.73 28771.2 -63.2533 -93234.6 24014.7 72769.2 15294.8 -1954.95 321.172 14151.4 -3756.02 -1281.83 31701.3 70799.7 116476 22564.6 82945.5
internal_weight=0 1.93862e+06 165782 38280 36211 4563 4281 3094 457 195 262 282 2637 1700 927 560 115 445 367 74 127502 56323 4089 71179 43849 1758 333 187 1425 149
internal_count=4318164 1938624 165782 38280 36211 4563 4281 3094 457 195 262 282 2637 1700 927 560 115 445 367 74 127502 56323 4089 71179 43849 1758 333 187 1425 149
is_linear=0
shrinkage=0.1


Tree=1948
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 3 3 5 3 5 5 5 3 0 0 0 3 0 0 5 0 3 5 5 3 5 0 1 3 5
split_gain=1.74932e+12 1.16605e+13 3.96283e+13 4.15324e+13 3.8342e+13 9.19142e+13 5.69536e+13 7.94151e+13 5.0564e+13 4.92626e+13 4.00218e+13 4.67915e+13 3.49884e+13 3.42271e+13 3.11433e+13 1.45779e+14 1.05e+14 8.23285e+13 4.69485e+13 3.61357e+13 3.54172e+13 3.00761e+13 3.00387e+13 2.94943e+13 3.10635e+13 2.93441e+13 2.91413e+13 2.53414e+14 1.72435e+14 5.49829e+13
threshold=38.781124500000011 37.971176850000006 56.338501050000012 13.500000000000002 37.944765900000007 24.500000000000004 17.500000000000004 84.030000000000015 12.500000000000002 61.020000000000003 74.610000000000014 90.015000000000015 21.500000000000004 55.601678500000013 55.719391050000006 55.777112100000004 14.500000000000002 55.806974650000008 55.701368300000006 59.510000000000012 55.734663800000007 14.500000000000002 32.615000000000009 47.815000000000005 15.500000000000002 92.035000000000011 56.281985950000006 38.233559750000005 16.500000000000004 51.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 26 25 -1 6 8 13 10 -7 -6 -12 -9 -8 16 20 -10 -17 23 22 -16 -19 -20 -18 -25 -4 -3 -28 29 -29
right_child=-2 2 3 -5 5 9 7 12 14 -11 11 -13 -14 -15 15 17 18 21 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=63.097781430977193 -41.896628032983962 987.650949409296 -5143.5918947123409 -89481.397330729174 -11903.399339602573 10026.689237665625 82184.262084960938 -148798.64698202055 37901.688432987161 56699.459181551851 -75852.437978468908 10728.706967060218 -27186.136662946428 -22651.499240757061 -66491.379001083129 65873.577911931832 -1643.237626248238 -17354.311067750281 19616.124549264136 40535.932562038586 -26832.917585983727 12095.808873615399 -5309.3273307422023 -77567.508001573355 -16849.689831145617 -67251.884243100649 1239.98540251143 77119.307490498322 14306.894766492342 153877.30960822254
leaf_weight=1155103 3012745 120229 6309 60 3709 1273 32 73 743 275 209 89 35 1162 307 220 1903 582 766 309 845 858 1311 90 1321 77 6766 222 380 161
leaf_count=1155103 3012745 120229 6309 60 3709 1273 32 73 743 275 209 89 35 1162 307 220 1903 582 766 309 845 858 1311 90 1321 77 6766 222 380 161
internal_value=0 96.6922 979.607 -6670.52 -4.47682 -4849.04 -7311.46 -27269.6 -5352.07 18318 -14736.2 -49994.3 -109387 -19841.8 -1289.15 -10069.9 2543.13 8897.7 -2065.89 8629.94 -37401.6 193.052 3883.21 -9766.63 -20722.5 -5892.47 1365.59 7400.86 62033.2 109386
internal_weight=0 1.30542e+06 134204 6446 1.17122e+06 16112 14564 1302 13262 1548 4007 298 108 1194 9255 2812 6443 1660 5700 2386 1152 1440 2077 3314 1411 6386 127758 7529 763 383
internal_count=4318164 1305419 134204 6446 1171215 16112 14564 1302 13262 1548 4007 298 108 1194 9255 2812 6443 1660 5700 2386 1152 1440 2077 3314 1411 6386 127758 7529 763 383
is_linear=0
shrinkage=0.1


Tree=1949
num_leaves=31
num_cat=0
split_feature=3 0 0 2 3 1 1 5 3 5 3 1 2 1 2 2 5 6 5 5 3 2 5 3 6 3 1 1 5 1
split_gain=1.75845e+12 1.85416e+13 4.78366e+13 9.54519e+13 6.63294e+13 1.21305e+14 5.7198e+13 5.10474e+13 4.72304e+13 3.89302e+13 3.76624e+13 3.66377e+13 3.25156e+13 5.19158e+13 3.55211e+13 3.00176e+13 9.792e+13 3.1692e+13 2.62888e+13 1.0392e+14 3.18936e+13 2.62153e+13 3.80034e+13 2.56853e+13 2.35333e+13 2.15494e+13 1.96113e+13 1.94564e+13 3.35207e+13 5.51318e+13
threshold=19.500000000000004 43.592450450000008 44.039893800000009 5.5000000000000009 21.500000000000004 39.718803500000007 39.726951800000002 36.715000000000011 23.500000000000004 63.855000000000011 20.500000000000004 39.726951800000002 2.5000000000000004 39.753614400000011 12.500000000000002 12.500000000000002 66.990000000000023 1.5000000000000002 64.805000000000021 52.990000000000002 20.500000000000004 5.5000000000000009 69.610000000000014 26.500000000000004 1.5000000000000002 24.500000000000004 39.863684800000009 39.899261850000009 48.035000000000004 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 24 6 -6 7 -5 9 -7 11 -2 13 -12 -14 17 -17 -13 19 -8 -20 -19 -23 27 -3 -26 -18 28 -16 -30
right_child=1 2 -4 4 5 8 18 -9 -10 -11 12 15 14 -15 23 16 26 21 20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=23.291142751446241 -78861.555020254629 26554.508128255213 -178.74335078804577 105667.25292119566 66679.717567912579 -6237.52734375 44551.788513962769 -78170.166566051135 -23517.006787412654 -177110.70958984375 173058.93576388891 -51580.4317664837 -19337.725332070157 -10378.082717556425 -43196.564402593569 38972.457130456351 -188258.21156486744 -30380.225826322116 115267.01919642858 285269.78475215519 -43658.702785326088 12757.855024509805 146952.28090277777 -63778.065524839738 156897.65541294645 50282.975976562506 -84115.726542968754 70194.828344726571 50097.184861366426 -42092.965281519399
leaf_weight=3810546 135 30 504957 23 153 20 47 44 322 40 27 58 753 36 86 63 33 39 28 29 23 51 36 39 70 26 40 68 255 87
leaf_count=3810546 135 30 504957 23 153 20 47 44 322 40 27 58 753 36 86 63 33 39 28 29 23 51 36 39 70 26 40 68 255 87
internal_value=0 -174.84 -138.727 23494.9 9603.96 -8560.11 59695.6 -15061.8 -38695.4 -120153 -10289.3 -35173.1 -1908.69 68237.8 -5339.76 -16742 -52366.8 9589.34 99134.5 136405 43594.6 37746.9 68286.6 14362 103864 128023 -131194 20506.1 12611.7 26645.3
internal_weight=0 507618 505812 855 729 535 194 67 382 60 1806 455 1351 63 1288 320 136 184 127 76 51 126 87 535 126 96 73 496 428 342
internal_count=4318164 507618 505812 855 729 535 194 67 382 60 1806 455 1351 63 1288 320 136 184 127 76 51 126 87 535 126 96 73 496 428 342
is_linear=0
shrinkage=0.1


Tree=1950
num_leaves=31
num_cat=0
split_feature=2 1 3 0 6 4 0 0 1 5 1 1 1 1 3 5 0 3 1 3 5 5 5 5 4 3 5 5 5 2
split_gain=1.69498e+12 1.22758e+13 2.05115e+13 1.98903e+13 2.04751e+13 1.52726e+13 2.1577e+13 1.15459e+13 2.27306e+13 2.37941e+13 2.50818e+13 2.50135e+13 8.19878e+13 4.98396e+13 1.35397e+14 7.61063e+13 3.9876e+13 6.91529e+13 4.2952e+13 5.46735e+13 6.94568e+13 8.32542e+13 1.00966e+14 4.02868e+13 8.25271e+13 4.19424e+13 6.4003e+13 4.17455e+13 3.7218e+13 3.51963e+13
threshold=14.500000000000002 30.160599000000001 22.500000000000004 59.853570100000006 1.5000000000000002 1.5000000000000002 59.990816400000007 45.055827000000008 39.071052600000009 63.455000000000005 38.975980350000007 39.007683500000006 38.984911950000004 38.975980350000007 17.500000000000004 84.030000000000015 45.040161900000008 16.500000000000004 38.92948375000001 16.500000000000004 120.05000000000001 104.75000000000001 84.030000000000015 70.50500000000001 2.5000000000000004 23.500000000000004 110.05000000000001 99.555000000000021 89.00500000000001 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 9 10 -3 12 13 16 15 -15 18 28 -11 20 21 22 -20 -21 27 -26 -27 -25 -18 -13
right_child=1 7 -4 5 -6 6 -8 -9 -10 11 -12 29 -14 14 -16 -17 17 -19 19 23 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-18.258790944616237 -12060.293572270106 -4421.2892427733132 -6899.8353218840457 8254.7490535257803 19970.99270736031 41615.669714848133 -50445.538020833337 -1.4617592192143274 -2123.3831479520031 192.49447794947133 5399.3160251830204 21071.96564034083 -29898.009626913394 58084.680094747338 -23567.313161776929 240033.40736979168 -18856.800590945513 -727.96939054919835 14389.27432084517 -36009.651159965702 184229.02355902779 -116490.97002314817 199916.52794744319 53866.01994253305 -25044.835267469622 126192.86435908567 -19631.006939338236 202898.67203125 -146093.37900695801 -17804.701517052286
leaf_weight=3980118 436 4308 691 327 368 446 27 310671 8116 1160 6562 2232 596 47 94 45 39 496 88 123 45 27 44 312 288 54 68 20 56 260
leaf_count=3980118 436 4308 691 327 368 446 27 310671 8116 1160 6562 2232 596 47 94 45 39 496 88 123 45 27 44 312 288 54 68 20 56 260
internal_value=0 214.977 7503.75 13708.8 2600.79 24872.3 36360.6 165.155 2229.07 4311.4 1507.21 9313.28 3984.38 10702.2 60839.5 147081 7395.31 -15698.3 13518.4 27978.7 74547.2 43505.2 76231.7 16996 25782.7 -4227.82 44914 62843.9 -93859.4 17015.8
internal_weight=0 338046 2295 1604 804 800 473 335751 25080 16964 10870 6094 3602 3006 186 92 2820 591 2229 1069 204 159 132 865 742 410 122 332 95 2492
internal_count=4318164 338046 2295 1604 804 800 473 335751 25080 16964 10870 6094 3602 3006 186 92 2820 591 2229 1069 204 159 132 865 742 410 122 332 95 2492
is_linear=0
shrinkage=0.1


Tree=1951
num_leaves=31
num_cat=0
split_feature=2 3 1 5 1 4 0 0 1 1 3 0 0 0 0 1 0 0 0 5 2 5 1 5 0 5 0 3 0 0
split_gain=1.65508e+12 2.0721e+13 3.19229e+13 3.48451e+13 4.22758e+13 3.63209e+13 3.4886e+13 4.47968e+13 4.43692e+13 7.96121e+13 4.26581e+13 3.47498e+13 5.7443e+13 3.70607e+13 4.51055e+13 3.66664e+13 2.91639e+13 2.83238e+13 4.03332e+13 6.41295e+13 8.95699e+13 2.8274e+13 2.67061e+13 2.56381e+13 3.31586e+13 2.55118e+13 2.5326e+13 2.4954e+13 2.72884e+13 3.44628e+13
threshold=4.5000000000000009 6.5000000000000009 38.969379750000009 142.05000000000004 49.177301950000007 2.5000000000000004 45.055827000000008 47.287300150000007 39.863684800000009 39.630124250000001 5.5000000000000009 55.784980300000008 55.795550600000006 56.367862600000002 56.320495600000008 46.037218400000008 55.834684950000003 55.899899800000007 55.993277250000013 76.730000000000018 5.5000000000000009 177.02500000000003 28.619594500000002 225.45000000000002 43.514103700000014 161.85000000000002 57.265292900000006 5.5000000000000009 57.157092150000004 55.74310830000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 -4 5 -5 8 10 9 25 -8 15 -13 14 16 -9 21 -2 19 -19 -21 -14 -20 24 -10 -7 -15 28 29 -6
right_child=1 -3 3 4 27 6 7 11 23 -11 -12 12 13 26 -16 -17 -18 18 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=65.779647832966177 -5024.5720731837182 38.715615061797678 -150.61617172995031 23154.114109786184 13968.150043402778 65880.45132211539 -262688.63312872028 -52984.558203125001 -43995.066758578439 179974.26481481481 -72655.211921296301 -206494.66995192308 -71740.977455357148 -209950.33328125003 76418.860089285721 130348.06859375001 -100500.25490598517 8479.7766415619608 18231.176805058232 30034.858042279411 224148.30894886365 94393.865937500013 -2392.0895955601659 30309.52545362903 -165176.01274245689 -52712.188958333332 -58975.493750000001 -11308.625186337591 -48984.445484834563 111040.0852033944
leaf_weight=2028337 31591 2074229 159686 95 99 26 21 24 102 27 27 26 21 20 35 20 59 2022 648 85 33 20 20251 31 29 60 25 423 34 58
leaf_count=2028337 31591 2074229 159686 95 99 26 21 24 102 27 27 26 21 20 35 20 59 2022 648 85 33 20 20251 31 29 60 25 423 34 58
internal_value=0 -58.2679 -991.328 -282.445 -16703.1 -34113 -43607.6 -67310.8 -17922 30172.3 -155795 -50321.8 -67552.4 -47483 -21285.5 30348.5 -55482 -3080.06 -413.752 12661.7 84320.8 9300.41 -1752.64 -51469.2 -70821.4 -16858.6 -126075 2238.03 32239.3 49829.1
internal_weight=0 2.28983e+06 215598 160968 1282 668 573 298 275 113 48 250 206 180 135 44 100 54630 23039 2140 118 41 20899 162 131 86 45 614 191 157
internal_count=4318164 2289827 215598 160968 1282 668 573 298 275 113 48 250 206 180 135 44 100 54630 23039 2140 118 41 20899 162 131 86 45 614 191 157
is_linear=0
shrinkage=0.1


Tree=1952
num_leaves=31
num_cat=0
split_feature=3 5 4 0 0 1 2 0 3 5 0 3 4 1 5 5 1 1 6 1 0 1 0 1 1 0 3 5 0 5
split_gain=1.7751e+12 1.03866e+13 3.67503e+13 3.58629e+13 1.10929e+14 9.36582e+13 6.78038e+13 6.23684e+13 9.69188e+13 7.72329e+13 6.00697e+13 5.42436e+13 7.1006e+13 7.81441e+13 6.20708e+13 7.11523e+13 5.07972e+13 5.2737e+13 5.44098e+13 4.93679e+13 5.9312e+13 4.87656e+13 4.68649e+13 1.09045e+14 3.59126e+14 5.15624e+13 2.57144e+14 4.51956e+13 4.19128e+13 6.46483e+13
threshold=10.500000000000002 74.610000000000014 2.5000000000000004 59.963407450000012 59.982527000000012 30.425002000000003 2.5000000000000004 59.990816400000007 17.500000000000004 78.710000000000022 59.853570100000006 13.500000000000002 1.5000000000000002 30.315880100000005 83.010000000000005 90.015000000000015 30.259484550000003 30.332994000000003 1.5000000000000002 30.207352000000004 59.863160500000006 30.160599000000001 59.834458500000004 30.362552800000003 30.370618100000005 59.609407350000005 15.500000000000002 83.010000000000005 60.003414000000006 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 16 -7 8 11 -10 22 12 -6 14 -14 -16 -5 18 27 20 -12 -22 25 -24 -25 -3 -27 -18 29 -9
right_child=1 2 -4 4 7 6 -8 28 9 -11 19 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=49.917507419194862 27.870365373666797 -3363.5066211341109 -109.67456949616502 106501.8751953125 -120689.06912202382 -17670.60264423077 -213646.00948863637 -75883.043162853894 320729.28890625003 54652.639453125004 80252.288769531253 -40667.275226004465 203276.32393750001 -37007.640697674418 -89368.545387961654 147400.147734375 -88256.861018880212 -15969.300496349984 -14184.834193638393 13247.878778917067 18798.234207589288 -139810.96572420635 -5854.0803455724745 -380179.35416666669 -20405.841723431047 280984.56747532898 -14734.386361177887 -229351.04704241073 -3806.3843699429126 29860.470071373456
leaf_weight=2688514 1368748 39508 214650 24 21 26 55 202 20 24 26 105 50 43 22 30 120 323 84 3034 28 63 441 36 121 38 130 28 1569 81
leaf_count=2688514 1368748 39508 214650 24 21 26 55 202 20 24 26 105 50 43 22 30 120 323 84 3034 28 63 441 36 121 38 130 28 1569 81
internal_value=0 -82.3514 -660.598 -3217.37 -14130.9 -50024.5 -150740 -3198.8 37936.8 175597 -2506.89 15586.2 51168.2 76057.8 123723 47228.8 -35934.7 -42094.2 -78466.3 10789.9 -52950.3 -91008.1 -3547.22 -31333.1 -102902 -3128.43 52154.4 -114950 -10195.4 -45617.2
internal_weight=0 1.62965e+06 260902 46252 2827 660 81 2167 315 44 43425 271 166 145 102 52 579 555 232 3151 117 91 40274 598 157 39676 168 148 1852 283
internal_count=4318164 1629650 260902 46252 2827 660 81 2167 315 44 43425 271 166 145 102 52 579 555 232 3151 117 91 40274 598 157 39676 168 148 1852 283
is_linear=0
shrinkage=0.1


Tree=1953
num_leaves=31
num_cat=0
split_feature=1 1 2 4 5 5 0 6 0 5 0 0 6 5 5 2 5 5 0 1 0 5 0 3 5 4 3 5 3 3
split_gain=1.81618e+12 1.27434e+13 1.36315e+13 2.17154e+13 1.47444e+14 1.48786e+13 3.48341e+13 1.74524e+13 1.16394e+13 1.12667e+13 1.11356e+13 6.20747e+13 3.51105e+13 2.26286e+13 2.39785e+13 2.56909e+13 6.9983e+13 3.17677e+13 2.14362e+13 7.54209e+13 2.67618e+14 1.09344e+14 5.98615e+13 5.6941e+13 4.71702e+13 3.91072e+13 5.61886e+13 3.56339e+13 2.90393e+13 4.57259e+13
threshold=83.000022850000008 83.002084650000015 2.5000000000000004 1.5000000000000002 58.005000000000003 58.605000000000011 55.012873400000011 1.5000000000000002 54.942865800000007 28.810000000000006 55.02863030000001 55.020029900000004 1.5000000000000002 98.020000000000024 86.02500000000002 1.5000000000000002 43.810000000000009 65.045000000000016 55.993277250000013 92.815157350000007 55.975961550000008 68.00500000000001 55.455204450000004 7.5000000000000009 103.45000000000002 4.5000000000000009 14.500000000000002 92.035000000000011 17.500000000000004 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 7 -7 -4 -10 11 -3 -13 14 15 16 -14 -17 19 20 22 -22 23 -12 -24 26 -23 -21 -25 -30
right_child=1 10 5 4 -6 6 -8 -9 9 -11 18 12 13 -15 -16 17 -18 -19 -20 27 21 25 24 28 -26 -27 -28 -29 29 -31
leaf_value=24.39444515500665 -1766.9601709901426 119.65272819318926 -27421.971340161705 58649.362986865948 866.4079287206165 9938.3836861384862 -9599.3574506779387 -6606.0785145769814 25557.52117124496 -1478.1578211878561 5295.7723165016296 33972.681519171143 -13339.111266323447 -82979.645479910716 40712.324364998494 10828.473912518959 35346.676270869008 -14345.901094238507 837.79089826040729 -9516.2656856448757 31599.361414239509 182537.66048677886 -13187.513409267425 -1727.5562578104059 -145890.55393518519 -12852.710901988637 67654.494848632821 -63084.491879805311 32646.341912059295 -6623.1648058974015
leaf_weight=3782924 11421 261017 172 483 5152 1687 7251 1025 155 27882 13634 500 1545 28 207 6825 365 541 72255 8594 1211 91 3378 108377 27 22 80 126 624 565
leaf_count=3782924 11421 261017 172 483 5152 1687 7251 1025 155 27882 13634 500 1545 28 207 6825 365 541 72255 8594 1211 91 3378 108377 27 22 80 126 624 565
internal_value=0 -172.413 -1610.93 739.383 5819.23 -2661.09 -5983.15 3685.41 -1487.79 -1328.69 -6.90393 416.037 8143.66 6785.81 7050.86 6299.68 -4035.28 8979.53 -555.409 -1291.65 -678.661 42740.3 -1160.16 -798.665 -14239.8 112645 128791 -10290.3 -1557.04 13985.9
internal_weight=0 535240 55228 17056 5635 38172 9963 2712 28209 28037 480012 271028 10011 9511 9483 9276 1910 7366 208984 136729 128009 1404 126605 123200 3405 193 171 8720 109566 1189
internal_count=4318164 535240 55228 17056 5635 38172 9963 2712 28209 28037 480012 271028 10011 9511 9483 9276 1910 7366 208984 136729 128009 1404 126605 123200 3405 193 171 8720 109566 1189
is_linear=0
shrinkage=0.1


Tree=1954
num_leaves=31
num_cat=0
split_feature=4 0 5 0 5 0 1 5 5 0 1 5 5 0 5 2 5 3 3 0 5 6 2 3 0 3 2 5 1 1
split_gain=1.75944e+12 2.08568e+13 1.75889e+13 2.35585e+13 1.78376e+13 3.2705e+13 2.50605e+13 1.62562e+13 1.48721e+13 1.45527e+13 1.52974e+13 1.99317e+13 1.9012e+13 1.52858e+13 2.58053e+13 2.4048e+13 2.04276e+13 4.00879e+13 4.32559e+13 3.36695e+13 4.23119e+13 2.91681e+13 2.51336e+13 3.08762e+13 2.06871e+13 1.90938e+13 1.86134e+13 1.82264e+13 2.80563e+13 3.6726e+13
threshold=1.0000000180025095e-35 55.055104550000003 84.030000000000015 55.039751500000008 45.005000000000003 55.030402950000003 36.585378200000001 70.00500000000001 50.410000000000004 60.052595500000002 30.278357500000002 32.005000000000003 71.00500000000001 59.834458500000004 49.010000000000012 13.500000000000002 96.015000000000015 16.500000000000004 17.500000000000004 55.120365700000008 105.35000000000001 1.5000000000000002 6.5000000000000009 9.5000000000000018 57.581016350000006 26.500000000000004 2.5000000000000004 34.305000000000007 30.346469350000003 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 13 11 -11 -12 16 25 -16 -3 19 -19 20 -18 -20 23 24 -21 27 -22 -15 29 -29
right_child=-2 9 -4 -5 5 -7 -8 -9 -10 10 12 -13 -14 14 15 -17 17 18 21 22 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=397.6022991287561 -15.630424048196293 -718.24185758800763 -6133.2362448121903 8964.6306930525625 92712.433761160719 39152.262389699019 2668.9659246327519 117985.01125000001 9151.2198746927661 20811.592481549582 1190.9402600138451 -51593.165058593753 98999.374970703138 -4634.3133383986669 -42836.628003771555 58012.804807692315 115485.94792968751 -145266.23087500001 -42396.7945754717 46056.503200120198 4193.2936035156254 76271.868267463244 117052.50657552083 -36101.525400641025 154114.51438210226 19067.798640093599 -102066.77385110295 10430.352895749687 -22674.969466560509 79781.870556640628
leaf_weight=121545 4073891 67261 3424 3729 28 251 27035 25 89 768 3142 40 20 15271 261 26 20 25 53 91 32 34 60 39 22 368 34 323 157 100
leaf_count=121545 4073891 67261 3424 3729 28 251 27035 25 89 768 3142 40 20 15271 261 26 20 25 53 91 32 34 60 39 22 368 34 323 157 100
internal_value=0 260.678 954.986 1113.92 917.41 3220.9 2889.04 44789 29148.8 -969.081 4947.48 17227.2 1809.59 -1248.12 -3976.64 -33700.4 -582.593 21670.8 -29334.3 40840.6 -11934.5 3979.46 62249.3 40616.5 67094.3 -3450.67 -50546.7 -3973.46 13426.2 26825.5
internal_weight=0 244273 156126 152702 148973 27428 27177 142 117 88147 3970 808 3162 84177 16506 287 67671 410 112 298 86 87 212 152 113 16219 66 15851 580 423
internal_count=4318164 244273 156126 152702 148973 27428 27177 142 117 88147 3970 808 3162 84177 16506 287 67671 410 112 298 86 87 212 152 113 16219 66 15851 580 423
is_linear=0
shrinkage=0.1


Tree=1955
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 3 0 5 5 3 5 5 4 6 5 0 3 3 5 3 2 5 3 3 3 5 2 5 3
split_gain=1.90718e+12 2.22044e+13 8.61877e+13 9.65576e+13 1.97914e+14 3.20764e+14 1.34841e+14 1.13124e+14 1.08609e+14 1.00115e+14 9.10695e+13 8.66152e+13 1.34484e+14 1.37569e+14 1.48472e+14 1.75946e+14 1.26285e+14 1.34766e+14 1.33147e+14 1.21602e+14 9.39254e+13 8.25881e+13 1.24885e+14 8.19113e+13 1.26335e+14 1.18026e+14 2.37149e+14 9.6877e+13 9.11702e+13 8.00461e+13
threshold=37.615058950000012 37.620907050000007 55.56564190000001 55.769960200000007 55.755036050000008 2.5000000000000004 21.500000000000004 55.784980300000008 110.05000000000001 58.040000000000006 10.500000000000002 53.995000000000012 59.810000000000009 2.5000000000000004 1.5000000000000002 75.750000000000014 55.751981950000008 9.5000000000000018 8.5000000000000018 67.00500000000001 25.500000000000004 4.5000000000000009 38.905000000000008 24.500000000000004 26.500000000000004 20.500000000000004 68.52500000000002 8.5000000000000018 72.010000000000005 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 21 11 -9 -11 29 -13 14 16 -16 -14 18 -18 -19 -21 22 -5 25 -25 -15 27 -27 -28 -4
right_child=1 -3 3 6 5 -7 -8 9 -10 10 -12 12 13 23 15 -17 17 19 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=132.30984266204118 17896.125849724729 -15.591242385461957 -41125.873745906334 55969.125990513399 37697.963154069766 -342206.65905230981 98178.544794861969 -14656.954491121156 151544.15850539436 -66277.394471726191 31008.297942388752 -43880.589213845378 -17386.690049084504 -34344.307042693479 -25142.592824309595 -279976.3976310484 86043.091093750001 32242.718559368193 -146531.84423828125 154225.72145958917 33595.378784179688 -30462.842077105975 370452.48879076092 -162632.66538178068 -12811.831881510418 352338.06346153846 -163474.06524621212 103138.06744791666 11309.980396759816 594.65530691501488
leaf_weight=869963 1672 3431337 495 28 43 46 163 1637 42 105 1151 1567 419 1231 215 31 40 459 64 197 96 23 23 106 120 26 33 39 312 6481
leaf_count=869963 1672 3431337 495 28 43 46 163 1637 42 105 1151 1567 419 1231 215 31 40 459 64 197 96 23 23 106 120 26 33 39 312 6481
internal_value=0 -33.3811 -3653.1 -6024.76 -10085.9 -158657 9625.56 4760.66 -8981.52 1637.74 22875.3 -9546.6 -19656.3 -8452.28 13873 -57255.8 27596.6 49615.3 -57079.9 64371.1 114702 126850 197795 -26640.1 -83081.8 -18866.9 27603 202818 -5408.49 -2365.73
internal_weight=0 3.4482e+06 16864 15192 12062 89 3130 2967 11973 2893 1256 11931 4955 3388 1521 246 1275 856 104 752 293 74 51 1867 226 1641 410 65 345 6976
internal_count=4318164 3448201 16864 15192 12062 89 3130 2967 11973 2893 1256 11931 4955 3388 1521 246 1275 856 104 752 293 74 51 1867 226 1641 410 65 345 6976
is_linear=0
shrinkage=0.1


Tree=1956
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 5 5 1 0 6 0 3 3 0 1 4 1 5 3 0 1 5 1 5 5 0 5 5 4
split_gain=1.76924e+12 1.18116e+13 1.94261e+14 1.81299e+14 1.26387e+14 1.15773e+14 7.01666e+13 4.42915e+13 3.78532e+13 3.07915e+13 1.51834e+14 8.89764e+13 2.64334e+14 8.01458e+13 8.8437e+13 8.13847e+13 5.87609e+13 5.39011e+13 4.96464e+13 5.19411e+13 7.19004e+13 5.096e+13 4.66295e+13 8.22937e+13 5.92212e+13 4.49335e+13 4.30852e+13 3.73052e+13 5.39003e+13 4.57957e+13
threshold=38.781124500000011 39.694727950000008 55.591389050000011 38.984911950000004 55.795550600000006 57.157092150000004 50.005000000000003 48.510000000000012 39.080602550000002 47.249522000000006 1.5000000000000002 54.736324100000012 14.500000000000002 17.500000000000004 51.636650050000007 39.143775600000005 1.5000000000000002 39.110397700000007 68.00500000000001 7.5000000000000009 51.83362145000001 38.911476500000006 93.00500000000001 39.488326500000007 81.00500000000001 116.06000000000002 54.484631300000011 56.205000000000005 73.995000000000019 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 -5 -7 -8 -2 11 17 -13 14 25 16 -15 -11 -16 20 -20 -21 24 -24 26 -12 -17 -19 29 -29
right_child=1 -3 3 5 -6 7 8 -9 -10 10 13 12 -14 15 18 22 -18 27 19 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=97.241244080866196 275.16594731778207 46.714904659506949 -25026.539974132869 -25636.020457444101 571.05965914341311 -370.01138373847448 -41316.739239050461 -23127.882630928856 -78528.858241226582 -32645.83334317166 -10288.504539941192 17631.923366095431 265229.54522058828 -24210.612262902912 1142.2822234823971 -9741.3809802513497 -70025.814031405476 522.79034876781395 40848.945712453671 47104.456634521484 -11884.687676464731 -17028.189767740874 79020.395111443009 -74473.284973404254 -59571.086575838417 -107221.44833984376 137408.17241210939 53538.988570063171 331.47421159565499 12376.882479549771
leaf_weight=1305419 409363 2507788 2276 2544 12647 2093 730 1446 437 403 12893 279 51 922 24375 3903 402 12934 440 128 627 3868 136 47 246 48 20 282 4908 6509
leaf_count=1305419 409363 2507788 2276 2544 12647 2093 730 1446 437 403 12893 279 51 922 24375 3903 402 12934 440 128 627 3868 136 47 246 48 20 282 4908 6509
internal_value=0 -42.1345 -483.391 -9635.68 -3332.99 -22608.8 -34949.2 -9668.65 -55251.4 -63.0504 -1948.79 4310.4 55897 -5252.73 -3758.16 -16411.7 -38121.3 3630.43 -729.353 -9740.04 9861.14 -14973.9 -9807.08 39598.5 -11975.8 -10648 -8991.19 4223.92 8315.75 14086.2
internal_weight=0 3.01274e+06 504957 22173 14923 7250 3711 3539 1167 482784 73421 25366 330 48055 42379 5676 1324 25036 29438 5063 1067 3996 4352 183 4169 12941 3923 24633 11699 6791
internal_count=4318164 3012745 504957 22173 14923 7250 3711 3539 1167 482784 73421 25366 330 48055 42379 5676 1324 25036 29438 5063 1067 3996 4352 183 4169 12941 3923 24633 11699 6791
is_linear=0
shrinkage=0.1


Tree=1957
num_leaves=31
num_cat=0
split_feature=3 0 4 5 2 0 1 1 5 1 4 0 1 2 1 3 3 6 3 3 2 2 5 2 5 2 5 5 5 5
split_gain=2.00839e+12 1.04657e+13 3.73906e+13 3.10237e+13 2.96046e+13 2.93195e+13 4.6667e+13 6.4918e+13 4.14677e+13 3.7027e+13 3.43259e+13 3.68758e+13 2.84771e+13 5.26545e+13 3.31603e+13 8.39499e+13 9.84344e+13 1.55172e+14 9.51784e+13 8.52842e+13 8.29347e+13 1.67295e+14 1.29602e+14 2.33095e+14 1.56775e+14 8.483e+13 7.66307e+13 7.01538e+13 6.40461e+13 2.00142e+14
threshold=10.500000000000002 43.592450450000008 4.5000000000000009 161.85000000000002 10.500000000000002 44.893607100000004 39.753614400000011 42.09605220000001 70.50500000000001 37.752451500000006 1.5000000000000002 44.226894250000008 39.718803500000007 6.5000000000000009 39.726951800000002 15.500000000000002 13.500000000000002 1.5000000000000002 16.500000000000004 17.500000000000004 10.500000000000002 11.500000000000002 61.845000000000006 8.5000000000000018 39.995000000000012 7.5000000000000009 56.205000000000005 61.845000000000006 56.005000000000003 47.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -4 6 9 10 -9 -3 -8 -12 13 -2 15 16 17 -14 -17 28 22 -22 24 25 -18 -24 -21 -28 29 -20
right_child=1 5 4 -5 -6 -7 7 8 -10 -11 11 -13 14 -15 -16 18 20 -19 19 26 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=53.096463939450089 178040.96622596157 -6147.2996118252267 -20590.514092548081 50031.208037533972 -161750.6044921875 -52.383927843542736 -13929.776488245003 10123.731767810139 -26964.045191330879 1094.3955187578367 -55745.398177598865 52880.08505119555 52552.494662239886 -13547.777587890625 4266.9323856525361 -79902.444240534853 -45735.233767361118 -44427.064683523582 25840.119605087653 -59855.949303508263 -153818.65281808036 60564.334307391829 -41601.306086753735 202574.83737331082 164301.69220597309 -271941.08005952381 97625.481146240243 -14103.251771793655 -21540.198054901542 354169.30896809901
leaf_weight=2688514 26 12380 39 138 24 1583073 458 926 447 16432 590 33 246 32 12471 260 45 501 82 371 56 104 67 37 169 21 64 461 73 24
leaf_count=2688514 26 12380 39 138 24 1583073 458 926 447 16432 590 33 246 32 12471 260 45 501 82 371 56 104 67 37 169 21 64 461 73 24
internal_value=0 -87.5959 2514.56 2832.2 -74365.8 -112.276 -3144.74 -16382.6 -1950.73 -2017.23 -34712.8 -49991.6 2401.13 72336.8 2131.65 -8185.71 10482.3 -12490 -25609.2 -12477.8 44871.7 -14469.7 72879.4 -8022.25 120135 -96568.8 -25067.1 -482.987 50539.2 100179
internal_weight=0 1.62965e+06 15311 15248 63 1.61434e+06 31266 2454 1373 28812 1081 623 15110 58 15052 2581 1246 747 1335 1075 499 160 339 125 214 88 896 525 179 106
internal_count=4318164 1629650 15311 15248 63 1614339 31266 2454 1373 28812 1081 623 15110 58 15052 2581 1246 747 1335 1075 499 160 339 125 214 88 896 525 179 106
is_linear=0
shrinkage=0.1


Tree=1958
num_leaves=31
num_cat=0
split_feature=1 5 0 5 1 6 4 0 3 0 5 5 1 3 5 2 2 5 0 3 6 0 5 3 0 2 5 4 4 0
split_gain=1.77467e+12 9.44854e+12 2.14063e+13 1.73029e+13 1.97662e+13 1.65792e+13 1.61996e+13 2.47378e+13 2.2389e+13 1.77652e+13 1.61072e+13 1.52625e+13 2.11591e+13 3.21609e+13 2.3265e+13 2.49474e+13 2.9262e+13 3.60842e+13 3.45248e+13 2.28933e+13 3.58385e+13 3.03949e+13 1.88495e+13 2.64799e+13 2.49878e+13 2.33637e+13 1.81288e+13 2.74536e+13 3.41526e+13 3.25579e+13
threshold=82.981501350000016 59.005000000000003 63.563300600000012 58.755000000000003 83.003542850000017 1.5000000000000002 2.5000000000000004 55.020029900000004 12.500000000000002 54.864040150000001 58.995000000000012 68.52500000000002 83.006817700000013 4.5000000000000009 91.050000000000011 6.5000000000000009 11.500000000000002 94.040000000000006 55.034903650000011 2.5000000000000004 1.5000000000000002 54.920670650000005 95.020000000000024 8.5000000000000018 55.030402950000003 2.5000000000000004 74.010000000000005 2.5000000000000004 1.0000000180025095e-35 50.565831500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 11 -2 5 10 7 9 -9 -6 -5 -3 13 19 -15 22 17 18 -17 -13 -21 -22 -16 25 -25 -24 -14 28 -28 -30
right_child=1 2 -4 4 6 -7 -8 8 -10 -11 -12 12 26 14 15 16 -18 -19 -20 20 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=25.251762854759896 12.629767965355006 -1636.3440883333853 -18849.649144231964 30418.857580389493 5497.0414859469665 31443.049790426405 -2666.8439471650167 -5105.5318178806447 33128.529109305251 32532.445766601562 3499.7900825460406 -13902.010772705078 4617.8602886299695 -2162.857747447189 -45069.43229090744 154794.99503173828 -27517.339776572451 2034.9639218216985 -343.01411508413463 -13935.922080920993 -68350.449274553568 38153.930782037678 -101126.13360969389 -2387.5752774427565 105144.17336730957 -20820.874166496884 8963.7060693774129 1152.8120363251721 58029.805830223886 -12288.780635187562
leaf_weight=3738169 397993 87931 653 276 442 416 3242 1227 175 540 1142 224 12544 21675 343 32 314 513 26 210 28 623 49 217 24 139 1089 44025 67 3816
leaf_count=3738169 397993 87931 653 276 442 416 3242 1227 175 540 1142 224 12544 21675 343 32 314 513 26 210 28 623 49 217 24 139 1089 44025 67 3816
internal_value=0 -162.752 -777.915 102.067 4873.59 13889.1 1934.64 8192.21 -333.092 20363.8 8739.33 -710.051 237.503 -2253.31 -3035.95 -14456.7 -2996.6 10487.7 85250.4 14576.5 21985.5 33573.1 -27594.2 -13622.2 8320.98 -41751.5 1225.76 357.329 -6686.35 -11075.5
internal_weight=0 579995 174542 405453 7460 1834 5626 2384 1402 982 1418 173889 85958 24417 23332 1657 885 571 58 1085 861 651 772 429 241 188 61541 48997 4972 3883
internal_count=4318164 579995 174542 405453 7460 1834 5626 2384 1402 982 1418 173889 85958 24417 23332 1657 885 571 58 1085 861 651 772 429 241 188 61541 48997 4972 3883
is_linear=0
shrinkage=0.1


Tree=1959
num_leaves=31
num_cat=0
split_feature=3 5 1 1 1 1 0 0 6 0 6 5 0 0 5 3 3 0 0 0 6 5 5 0 5 0 6 0 4 0
split_gain=1.69841e+12 1.00336e+13 2.1349e+13 2.29033e+13 3.21061e+13 7.68759e+13 2.24327e+14 1.45936e+14 1.38424e+14 1.0331e+14 1.12367e+14 1.13457e+14 9.72173e+13 1.33437e+14 1.42878e+14 1.29153e+14 1.15863e+14 1.15812e+14 9.2061e+13 7.8148e+13 1.28649e+14 8.22638e+13 7.3885e+13 7.56953e+13 1.82735e+14 1.26789e+14 7.8715e+13 9.18441e+13 6.81993e+13 9.12913e+13
threshold=10.500000000000002 39.355000000000011 83.691301500000009 37.944765900000007 37.642309100000013 37.66934650000001 55.619594000000006 55.628356700000005 1.5000000000000002 55.535913550000011 1.5000000000000002 63.145000000000003 55.91302515000001 55.734663800000007 74.610000000000014 11.500000000000002 26.500000000000004 55.924336300000007 55.601678500000013 55.87722990000001 1.5000000000000002 49.995000000000012 64.805000000000021 55.993277250000013 84.030000000000015 55.946414150000003 1.5000000000000002 56.009576300000013 2.5000000000000004 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 8 -8 -6 18 -12 13 14 16 -15 -9 -14 -11 20 -17 -21 -7 25 26 28 27 -25 -24 -30
right_child=1 2 -4 -5 5 22 7 12 -10 10 11 -13 17 15 -16 19 -18 -19 -20 21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=48.827300139182412 323.19392080129273 -234.56100639909957 2386.2556894055519 -678.18015713642933 47506.512685748232 2954.158018456731 308918.32671370968 -18149.317369006931 69676.274986516786 -41510.38309285049 -38482.242868061941 31428.191877820023 -45522.310238989528 213393.9331845238 57714.423092464524 66608.649531344214 92400.016007965693 37637.710396544258 -142182.13494781949 5391.5932056864758 12305.245724481039 102153.18172630748 -9007.2656181596958 242218.4480978261 -21918.420441538598 -39846.884267303336 40713.140179855582 69160.152419115155 -7067.8753335956835 5233.5600770611973
leaf_weight=2688514 446770 364030 30320 673103 194 70340 31 1344 110 282 612 374 455 42 392 622 102 265 134 122 1461 314 10765 46 487 924 459 92 9823 15635
leaf_count=2688514 446770 364030 30320 673103 194 70340 31 1344 110 282 612 374 455 42 392 622 102 265 134 122 1461 314 10765 46 487 924 459 92 9823 15635
internal_value=0 -80.5528 -233.047 -301.952 226.23 1679.46 11949.3 21913.2 122276 -20889.1 -30353.3 -11964.5 19148.8 24724.1 4165.49 39478.7 -10351.2 -14914.8 -73938.3 36579 28520.7 75077.7 1030.94 -2507.52 23540.4 -3267.63 60623.3 126846 -2334.55 487.036
internal_weight=0 1.62965e+06 1.18288e+06 1.15256e+06 479457 115427 6856 5260 141 1596 1402 986 5119 4399 1838 2561 1446 720 416 2519 2083 436 108571 38231 1084 37147 597 138 36223 25458
internal_count=4318164 1629650 1182880 1152560 479457 115427 6856 5260 141 1596 1402 986 5119 4399 1838 2561 1446 720 416 2519 2083 436 108571 38231 1084 37147 597 138 36223 25458
is_linear=0
shrinkage=0.1


Tree=1960
num_leaves=31
num_cat=0
split_feature=5 1 1 1 5 0 0 1 0 5 1 3 0 5 3 0 3 3 3 0 5 0 0 0 1 0 0 0 5 0
split_gain=2.06997e+12 1.15208e+13 4.72692e+13 8.17351e+13 5.28799e+13 6.64762e+13 7.27175e+13 7.21216e+13 1.22219e+14 5.85634e+13 4.91755e+13 6.59876e+13 7.60186e+13 8.776e+13 7.96906e+13 5.20672e+13 9.30035e+13 7.00617e+13 4.38685e+13 4.644e+13 1.15541e+14 5.77543e+13 1.04101e+14 1.00036e+14 5.85445e+13 5.46668e+13 5.76079e+13 5.15737e+13 5.00245e+13 4.94873e+13
threshold=55.405000000000008 37.098288800000006 30.578016350000002 30.451272450000005 92.035000000000011 59.882016200000002 59.834458500000004 30.502469200000004 59.755965500000009 125.85000000000001 30.502469200000004 19.500000000000004 59.916647550000008 90.015000000000015 9.5000000000000018 59.916647550000008 6.5000000000000009 12.500000000000002 17.500000000000004 55.535913550000011 72.705000000000013 60.017447350000005 59.834458500000004 59.609407350000005 33.101335500000005 55.727011600000004 55.719391050000006 59.755965500000009 74.610000000000014 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -6 11 12 13 14 -7 -12 -17 -18 19 28 21 22 23 -21 27 26 -22 -25 -4 -24
right_child=1 -3 18 4 9 10 -8 -9 -10 -11 15 -13 -14 -15 -16 16 17 -19 -20 20 25 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-54.087536278675003 -552.45583289391232 192.03148909968127 -4660.5309239371445 9620.8620645802966 -22387.240449442019 4007.2785640171601 34431.223258846025 25987.130862001701 -59382.002401430014 47081.193576624777 1335.4494352451177 -3527.651334852424 6337.8356295706408 225373.89483695655 46519.968583532092 43941.738195884973 -78719.629644892018 -13525.030854027829 12247.854512958627 -6933.8541691308392 -32334.168869179855 6439.6066756704549 -57296.024308383872 70254.465971482408 -56576.319032118052 -14515.454347845471 -116487.3930258076 16751.672281829968 4841.5202623325367 -10737.213529237111
leaf_weight=2681621 152572 1420749 14179 1029 1006 756 1766 1199 342 138 2089 3129 3664 23 1058 145 314 347 1719 8081 946 4845 563 297 72 5490 89 458 9094 384
leaf_count=2681621 152572 1420749 14179 1029 1006 756 1766 1199 342 138 2089 3129 3664 23 1058 145 314 347 1719 8081 946 4845 563 297 72 5490 89 458 9094 384
internal_value=0 88.6272 -592.168 180.49 6756.61 8254.24 18808.9 8073.85 -7592.11 -14007.3 4283.31 8066.63 14661.5 31263.6 28802.4 -6994.76 -28585.1 -44494.9 -3427.16 -4032.7 -7415.52 -2499.93 -6894.86 -3543.8 29582 -18489.7 -39570.5 37798.5 -947.574 -38416.8
internal_weight=0 1.63654e+06 215794 169577 17005 15861 4336 2570 1371 1144 11525 8630 5501 1837 1814 2895 806 661 46217 44498 21225 14700 9855 8908 827 6525 1035 755 23273 947
internal_count=4318164 1636543 215794 169577 17005 15861 4336 2570 1371 1144 11525 8630 5501 1837 1814 2895 806 661 46217 44498 21225 14700 9855 8908 827 6525 1035 755 23273 947
is_linear=0
shrinkage=0.1


Tree=1961
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 5 0 4 1 2 2 5 5 5 2 5 5 6 5 4 0 3 0 1 2 5 0 1 5
split_gain=1.88577e+12 1.02248e+13 1.82908e+13 2.84649e+13 1.54974e+13 2.91523e+13 3.46065e+13 2.98826e+13 2.51665e+13 3.18733e+13 4.7103e+13 7.29347e+13 3.17599e+13 4.8322e+13 3.59413e+13 3.12149e+13 2.70842e+13 5.95904e+13 2.69744e+13 6.65374e+13 3.94135e+13 5.91045e+13 2.92084e+13 2.57788e+13 2.54915e+13 2.70196e+13 3.80129e+13 2.5196e+13 2.45169e+13 2.39943e+13
threshold=83.000022850000008 83.003542850000017 55.050600750000008 55.030402950000003 83.011163250000024 55.012873400000011 33.57500000000001 55.017766000000002 2.5000000000000004 83.006817700000013 8.5000000000000018 6.5000000000000009 64.805000000000021 59.005000000000003 54.710000000000008 7.5000000000000009 39.005000000000003 39.355000000000011 1.5000000000000002 42.405000000000008 1.0000000180025095e-35 55.020029900000004 17.500000000000004 55.034903650000011 83.006817700000013 1.5000000000000002 33.585000000000008 55.017766000000002 83.006817700000013 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -7 15 -10 11 12 13 14 -11 24 -17 -18 -19 28 -21 -22 -23 -15 -8 -26 -27 -28 -20 -12
right_child=1 4 -4 -5 -6 6 8 -9 9 10 29 -13 -14 23 -16 16 17 18 19 20 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=24.85736903458033 -1257.6489449429532 8111.7928589521907 -39189.61316344246 14357.902768001139 -186.12776651023128 -14418.444224512854 2356.8014258728226 17554.01527820991 -8996.1324681021051 -48346.744377912561 2364.1646904839413 43919.849131680385 9049.0439325436109 -12574.750328157284 40095.343335888057 18757.964947336532 -15552.992512178309 16659.117804157042 4032.4924334675279 21806.409430681197 -22996.04526272614 16172.5640880106 -56878.284631554554 -50025.586221590915 -10886.414219243408 -14350.717953152129 41575.554483207612 2790.7551340371251 39850.584645343268 -48956.207898539884
leaf_weight=3782924 94078 6176 126 1182 389267 344 13917 1946 5843 57 144 452 1825 605 237 1515 1275 2327 294 456 1394 757 59 264 3810 1440 174 4482 546 248
leaf_count=3782924 94078 6176 126 1182 389267 344 13917 1946 5843 57 144 452 1825 605 237 1515 1275 2327 294 456 1394 757 59 264 3810 1440 174 4482 546 248
internal_value=0 -175.685 -1114.25 -1063.89 27.8511 1674.42 779.207 12751.2 128.326 -4347.96 2739.54 6482.16 818.895 -12096 22948.4 1463.1 6618.58 4031.19 8311.98 2771.83 -4960.97 -10484 10890.7 -23952.2 -402.987 -4280.23 -151.365 4240.19 27314.3 -30103.8
internal_weight=0 535240 95386 95260 439854 50587 44411 2290 42121 9675 3832 3440 2988 1163 294 32446 8623 7108 5833 3506 2666 2210 816 869 23823 9906 6096 4656 840 392
internal_count=4318164 535240 95386 95260 439854 50587 44411 2290 42121 9675 3832 3440 2988 1163 294 32446 8623 7108 5833 3506 2666 2210 816 869 23823 9906 6096 4656 840 392
is_linear=0
shrinkage=0.1


Tree=1962
num_leaves=31
num_cat=0
split_feature=3 3 4 5 1 1 1 0 0 0 0 1 0 5 6 1 5 4 2 0 0 1 0 0 3 3 5 2 0 5
split_gain=1.86808e+12 1.56053e+13 3.27085e+13 7.89774e+13 8.91114e+13 3.89481e+13 3.59128e+14 1.5567e+14 4.39262e+14 2.38731e+14 1.00236e+14 9.52651e+13 1.54486e+14 1.17713e+14 1.68888e+14 9.11368e+13 2.23884e+14 1.10855e+14 1.06989e+14 1.21825e+14 8.7678e+13 8.6137e+13 1.58847e+14 3.10043e+14 1.78063e+14 1.58779e+14 1.90142e+14 1.51179e+14 1.23957e+14 1.09433e+14
threshold=19.500000000000004 22.500000000000004 1.0000000180025095e-35 32.910000000000004 33.101335500000005 37.417247200000006 37.503486000000002 55.826364100000013 55.820531900000013 55.885524800000006 55.860536450000005 37.362912300000012 55.601678500000013 60.005000000000003 1.5000000000000002 37.533784800000006 63.145000000000003 2.5000000000000004 7.5000000000000009 55.777112100000004 55.518428350000008 37.620907050000007 55.576287050000012 55.826364100000013 21.500000000000004 21.500000000000004 77.715000000000018 6.5000000000000009 55.86787755000001 41.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 7 8 20 10 -9 -5 -13 -14 -15 16 18 -18 19 -8 -7 22 -17 25 -25 26 -24 28 -26 -27
right_child=1 -3 3 5 -6 6 15 9 -10 -11 -12 12 13 14 -16 21 17 -19 -20 -21 -22 -23 23 24 27 29 -28 -29 -30 -31
leaf_value=24.006172561898193 -7041.8407816954832 161.17803540012511 32744.335854571895 -2194.3598917444097 3555.560581157466 -33859.196283039651 -46766.807192221844 63795.586479344864 -130800.54869378307 -15206.921753352079 140250.83169591567 251634.45915178573 -5163.6129753206642 -81857.642650498077 -15756.68021003664 -18957.806768840041 88624.915910667347 1885.1040795033882 -21513.885235948645 -150947.70138980815 30602.535584929221 -1909.7620585738489 98455.187044141479 -35228.417534494038 76193.60118395077 -17945.938923127098 -103475.77021093751 32344.566244293361 -50390.241698873775 44915.771439257813
leaf_weight=3810546 8635 368079 1409 30529 4059 227 455 464 189 289 272 21 2195 618 1032 1481 214 473 1297 149 2994 77344 692 1064 93 383 50 1451 460 1000
leaf_count=3810546 8635 368079 1409 30529 4059 227 455 464 189 289 272 21 2195 618 1032 1481 214 473 1297 149 2994 77344 692 1064 93 383 50 1451 460 1000
internal_value=0 -180.208 -1080.72 -687.501 11077 -1200.34 -117.255 27637.3 17365.6 61809.3 92050.8 -4067.17 -18856.4 -20333.7 -40514.5 -1538.53 -20021.7 28904.5 -37703.1 -72467.1 26059.6 -969.198 9930.86 18169.7 -2165.77 47529.3 84848 15388.5 -29102.2 27507.2
internal_weight=0 507618 139539 130904 5468 125436 91041 4435 3410 1025 736 34395 3866 3845 1650 86606 2588 687 1901 604 3221 84018 6674 5193 3068 2125 742 2004 553 1383
internal_count=4318164 507618 139539 130904 5468 125436 91041 4435 3410 1025 736 34395 3866 3845 1650 86606 2588 687 1901 604 3221 84018 6674 5193 3068 2125 742 2004 553 1383
is_linear=0
shrinkage=0.1


Tree=1963
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 4 5 5 5 1 3 3 1 4 0 0 1 5 2 6 4 0 3 1 6 5 0 5 0 1
split_gain=1.82492e+12 1.13029e+13 4.3053e+13 5.61467e+13 4.68601e+13 3.37282e+13 6.98039e+13 5.69949e+13 3.18343e+13 4.14837e+13 4.93036e+13 6.54777e+13 3.2602e+13 3.57814e+13 3.13877e+13 3.85923e+13 7.3977e+13 3.0422e+13 3.02077e+13 2.90435e+13 2.61769e+13 1.29757e+14 8.57089e+13 1.87239e+14 7.10894e+13 2.96677e+13 5.4101e+13 2.77684e+13 3.78545e+13 2.58497e+13
threshold=55.405000000000008 49.010000000000012 7.5000000000000009 33.101335500000005 30.102666750000001 2.5000000000000004 54.035000000000004 51.015000000000008 48.035000000000004 30.578016350000002 5.5000000000000009 15.500000000000002 30.451272450000005 1.5000000000000002 56.009576300000013 55.946414150000003 37.214886200000009 48.010000000000012 1.5000000000000002 1.5000000000000002 1.5000000000000002 59.939091550000008 5.5000000000000009 30.278357500000002 1.5000000000000002 53.005000000000003 59.916647550000008 50.805000000000007 59.990816400000007 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 20 -7 17 10 -10 -12 13 -13 15 -11 -17 -1 -8 -14 21 25 27 24 -24 -6 -27 28 -23 -9
right_child=-2 2 -4 -5 5 7 18 29 9 14 11 12 19 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.9491006092404821 83.21606702604646 -3514.4065216685917 -1239.2785913003065 392.85614479954882 -50690.6340360986 26807.930114624512 2680.8685208834136 -27713.015487117897 10396.232255010214 1911.4051775415583 -24849.291899886168 -9312.1455961078627 -69714.927595648376 24744.378829584108 7237.9505347056738 -79473.524242001498 -3671.2502498121316 -4086.8018748503573 47562.013894209173 154.71938403684703 14112.180863187161 174406.7616015625 141728.60515625001 -15492.630595930234 399513.74334239133 -47633.70247802735 125359.21934267241 -23851.379609374999 2818.8868923611112 5149.7416937904363
leaf_weight=2177998 1636543 2430 275996 116930 371 502 182 596 1193 65618 2022 564 107 681 11892 168 551 18395 852 134 3720 20 20 43 23 48 29 100 36 400
leaf_count=2177998 1636543 2430 275996 116930 371 502 182 596 1193 65618 2022 564 107 681 11892 168 551 18395 852 134 3720 20 20 43 23 48 29 100 36 400
internal_value=0 -50.7852 -539.466 989.768 8437.16 12620.7 16277.1 -667.209 35.4665 1958.75 -7164.96 -13137.2 2799.53 9316.36 2507.02 1658.93 -21383 -37.1518 39662.2 -30866.2 10794.1 -7094.99 51907.8 132061 279614 -38967 17519.5 7721.01 64100.3 -14515.1
internal_weight=0 2.68162e+06 402298 126302 9372 6942 5444 1498 2.27932e+06 82930 4701 3508 1486 1245 78229 66337 719 2.19639e+06 1034 241 4410 690 242 86 43 448 77 156 56 996
internal_count=4318164 2681621 402298 126302 9372 6942 5444 1498 2279323 82930 4701 3508 1486 1245 78229 66337 719 2196393 1034 241 4410 690 242 86 43 448 77 156 56 996
is_linear=0
shrinkage=0.1


Tree=1964
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 5 2 3 2 0 5 0 6 3 0 5 0 6 5 5 5 5 5 5 3 5 5 5 3 5
split_gain=2.04164e+12 9.90911e+12 4.61017e+13 1.85798e+13 1.81479e+13 3.35089e+13 2.59768e+13 4.30819e+13 2.18753e+13 4.29752e+13 1.90142e+13 1.75682e+13 1.61034e+13 1.58399e+13 2.33128e+13 3.19687e+13 2.52981e+13 1.80858e+13 1.61795e+13 2.40604e+13 1.6095e+13 5.15713e+13 2.45376e+13 5.18002e+13 1.60325e+13 1.44331e+13 1.66579e+13 2.53124e+13 2.04533e+13 1.43363e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 100.05000000000001 114.05000000000001 102.01000000000001 6.5000000000000009 12.500000000000002 3.5000000000000004 54.708501450000007 94.040000000000006 54.725565150000001 1.5000000000000002 12.500000000000002 54.725565150000001 54.410000000000004 54.708501450000007 1.5000000000000002 87.395000000000024 61.405000000000008 91.050000000000011 85.91500000000002 77.00500000000001 69.610000000000014 10.500000000000002 76.00500000000001 66.50500000000001 64.020000000000024 10.500000000000002 62.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 12 5 10 7 -6 -7 -10 13 -8 25 14 15 -2 17 24 19 -16 21 22 23 29 -17 26 27 -3 -29 -18
right_child=1 2 -4 -5 6 8 11 -9 9 -11 -12 -13 -14 -15 18 16 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-76.179867316029672 125.69522721087347 -10839.225003107795 70.229710768174002 -54534.156909722224 -108644.83201375933 119149.58750000001 13767.484649621212 28246.483928571426 130701.32392578125 -2771.4978201729914 -34483.689513221158 -66160.157315340912 -730.24927693684901 1591.8187994824721 8540.1847664620545 19853.078285778494 78423.693750000006 -27847.92266472711 65114.766015625006 -45656.131222732351 -24480.464453125001 214337.13437500002 19002.52863426878 196058.26708333334 77191.735888671872 -37217.038766818579 2540.9909755782865 -47277.434658713748 57101.910898437505 -20865.413942307696
leaf_weight=1938624 610 2015 2366053 90 67 35 165 35 32 98 130 33 1680 6014 175 503 33 72 26 154 22 21 114 30 54 225 702 306 20 26
leaf_count=1938624 610 2015 2366053 90 67 35 165 35 32 98 130 33 1680 6014 175 503 33 72 26 154 22 21 114 30 54 225 702 306 20 26
internal_value=0 62.0641 49.8827 -9505.92 3480.62 4369.86 -20674.1 -61672.3 48976.2 30083.4 3448.01 446.211 -8686.9 4075.86 12194.9 17698.4 29949.1 19315.4 -10826.8 -16828.3 57138.3 65154.5 49721.8 89070 25411.9 -12777.2 -10970.1 -15021.7 -40873.8 34669.2
internal_weight=0 2.37954e+06 2.37109e+06 5038 8449 8149 300 102 165 130 7984 198 4948 7854 1840 1485 875 629 355 329 246 224 203 89 557 3268 3043 2341 326 59
internal_count=4318164 2379540 2371091 5038 8449 8149 300 102 165 130 7984 198 4948 7854 1840 1485 875 629 355 329 246 224 203 89 557 3268 3043 2341 326 59
is_linear=0
shrinkage=0.1


Tree=1965
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 5 3 6 1 5 1 5 5 2 3 5 4 4 3 3 5 5 5 3 6 1 1 1 3
split_gain=1.88754e+12 8.75106e+13 1.11397e+14 4.12611e+14 2.3133e+14 1.83483e+14 2.22168e+14 1.60215e+14 2.49458e+14 1.432e+14 2.33168e+14 2.06208e+14 1.25892e+14 1.13072e+14 1.29055e+14 1.44059e+14 1.10363e+14 9.98437e+13 1.70058e+14 9.9739e+13 1.17076e+14 1.26925e+14 9.18499e+13 8.95452e+13 9.54305e+13 8.965e+13 8.87802e+13 8.56179e+13 8.49413e+13 1.29626e+14
threshold=55.769960200000007 55.784980300000008 37.737121850000008 37.559851850000008 22.500000000000004 37.475443250000005 62.995000000000012 18.500000000000004 1.5000000000000002 37.620907050000007 32.910000000000004 37.597123000000003 89.00500000000001 42.005000000000003 4.5000000000000009 7.5000000000000009 37.75500000000001 2.5000000000000004 1.5000000000000002 8.5000000000000018 6.5000000000000009 71.715000000000018 67.990000000000023 50.005000000000003 21.500000000000004 1.5000000000000002 49.111504200000006 37.533784800000006 49.148175700000003 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 19 23 8 -5 10 -10 13 -11 14 -12 -16 -6 18 -8 20 21 -2 -4 24 -7 -26 -24 -18 29 -28
right_child=1 -3 22 7 16 6 17 -9 9 12 11 -13 -14 -15 15 -17 27 -19 -20 -21 -22 -23 26 -25 25 -27 28 -29 -30 -31
leaf_value=49.998640513806293 -17207.978494073275 20.916669550802251 -6391.0623589426905 130622.12501475419 -51557.500417523683 -31047.569360021615 -24997.294193558628 -30897.826390529728 -19040.452605629605 10285.782579523906 37078.466991469439 175744.45066072978 201433.20529017859 21580.850316864744 381568.14629629633 123785.93323153409 26885.16513029113 -27452.600935295628 97955.953909691641 18265.548055896317 -62685.551406067039 123037.91248117469 -44689.737633182085 -82551.253818819532 -145633.92788324956 19041.699055232559 277.65592350284675 -58727.750749747982 -24121.267156515383 128084.89056966147
leaf_weight=2747102 290 1538638 16747 254 226 1318 223 410 299 2216 136 189 35 377 27 110 2015 515 227 1253 427 83 1304 764 143 43 671 124 1908 90
leaf_count=2747102 290 1538638 16747 254 226 1318 223 410 299 2216 136 189 35 377 27 110 2015 515 227 1253 427 83 1304 764 143 43 671 124 1908 90
internal_value=0 -87.4258 -5228.67 2570.18 -11095.5 -22726.3 -37572.9 28367.5 35037.5 27873.6 56783.9 83805.9 13257.9 57073 106086 174590 14900.4 2615.04 37025.8 653.597 -26931.1 13999.6 -9633.98 -54672.3 -40510.3 -107564 -23303.5 21922.1 -12854.8 15392.8
internal_weight=0 1.57106e+06 32424 11704 7651 5286 3233 4053 3643 3389 1138 839 2251 650 273 137 2365 965 450 2053 800 373 20720 2268 1504 186 3973 2139 2669 761
internal_count=4318164 1571062 32424 11704 7651 5286 3233 4053 3643 3389 1138 839 2251 650 273 137 2365 965 450 2053 800 373 20720 2268 1504 186 3973 2139 2669 761
is_linear=0
shrinkage=0.1


Tree=1966
num_leaves=31
num_cat=0
split_feature=3 2 5 1 0 0 1 0 0 5 1 4 5 1 1 1 1 5 1 1 0 5 1 0 5 0 4 5 1 5
split_gain=1.7879e+12 1.72372e+13 2.81916e+13 4.49566e+13 3.73704e+13 3.506e+13 3.14692e+13 2.96508e+13 6.83245e+13 2.8337e+13 4.61132e+13 8.13966e+13 7.00775e+13 5.63565e+13 3.83639e+13 6.54631e+13 1.16567e+14 7.33372e+13 4.5598e+13 6.01672e+13 4.23693e+13 6.08936e+13 4.10878e+13 5.44922e+13 4.84357e+13 1.0578e+14 4.28761e+13 4.04305e+13 5.59859e+13 3.86154e+13
threshold=4.5000000000000009 2.5000000000000004 103.45000000000002 92.815157350000007 60.052595500000002 47.425481600000005 33.101335500000005 59.939091550000008 59.932719750000011 116.06000000000002 30.102666750000001 3.5000000000000004 109.05000000000001 49.148175700000003 30.315880100000005 37.457850350000008 37.314272700000011 137.05000000000004 37.503486000000002 37.620907050000007 55.826364100000013 161.85000000000002 39.027779200000005 56.831297550000009 150.04500000000004 56.301440000000007 3.5000000000000004 125.85000000000001 82.784560750000011 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 -3 -7 8 9 10 11 12 -4 -12 -11 16 20 -18 -17 -20 -16 -22 29 24 25 26 27 -24 -29 -21
right_child=-2 2 3 -5 -6 6 -8 -9 -10 14 13 -13 -14 -15 15 18 17 -19 19 22 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=231.80060486788386 19.765251958656449 2074.5838258690169 17328.610546874999 -76780.285115979379 41425.566105033256 3715.041911055569 -2740.7906461943844 -45423.632354403409 113494.69312160328 -35371.544792292669 -39743.954937648894 -107534.18206521739 240779.32925000001 15253.668151652018 -43531.575303526188 -141706.59324544269 308880.15625 55389.759672619053 132923.77944335938 -64214.069188731526 17611.258556315104 179080.37241379311 -45189.762893161533 -42970.689533567653 -14140.976857399164 154461.32822105533 46496.194691578363 -9291.4204229266834 117082.34536132813 1712.0330584948579
leaf_weight=262079 3945856 28169 32 97 148 8469 69628 220 46 312 833 23 25 240 74 24 25 21 32 203 120 29 154 217 430 61 261 130 48 158
leaf_count=262079 3945856 28169 32 97 148 8469 69628 220 46 312 833 23 25 240 74 24 25 21 32 203 120 29 154 217 430 61 261 130 48 158
internal_value=0 -209.479 -1258.66 -9539.94 -7852.84 -949.825 -2040.71 -9814.44 -7574.86 -9188.19 -21981.9 51258.9 115333 -27442.5 -2771.86 2346.96 48217.6 193156 -4835.34 -2896.2 18319.9 49038.1 -5511.26 2771.12 11927.9 29068 16169.2 -7672.16 24786.9 -35360
internal_weight=0 372308 110229 3963 3866 106266 78097 3718 3498 3452 1153 80 57 1073 2299 1987 269 46 1718 1694 223 149 1662 1301 1084 654 593 332 178 361
internal_count=4318164 372308 110229 3963 3866 106266 78097 3718 3498 3452 1153 80 57 1073 2299 1987 269 46 1718 1694 223 149 1662 1301 1084 654 593 332 178 361
is_linear=0
shrinkage=0.1


Tree=1967
num_leaves=31
num_cat=0
split_feature=2 2 5 0 0 3 5 0 5 5 0 0 5 0 0 5 1 4 3 5 0 0 1 6 1 5 1 0 1 5
split_gain=1.74999e+12 1.1626e+13 1.60976e+13 6.06796e+13 3.98308e+13 4.11669e+13 2.64069e+13 3.58043e+13 4.47871e+13 3.99182e+13 2.43348e+13 1.98155e+13 1.94864e+13 1.8462e+13 4.75942e+13 2.89562e+13 2.87658e+13 3.87799e+13 3.23765e+13 2.88753e+13 5.02897e+13 2.26376e+13 1.98956e+13 2.37783e+13 2.23458e+13 1.91093e+13 2.14551e+13 3.56574e+13 3.05177e+13 1.65174e+13
threshold=19.500000000000004 20.500000000000004 110.05000000000001 55.061033200000004 57.106514900000001 20.500000000000004 132.05000000000004 45.022371150000005 123.15000000000002 116.06000000000002 56.281985950000006 44.732363600000006 66.990000000000023 55.860536450000005 55.885524800000006 89.00500000000001 65.520339550000017 2.5000000000000004 24.500000000000004 107.05000000000001 59.990816400000007 55.86787755000001 82.940215400000014 1.5000000000000002 82.945329900000004 89.00500000000001 39.007683500000006 45.070824200000011 39.027779200000005 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 6 5 -5 7 -4 9 -9 -7 -2 -13 22 15 21 19 -18 -19 -16 -21 -15 25 24 -24 -14 27 -27 -28 -8
right_child=1 -3 3 4 -6 10 29 8 -10 -11 -12 12 13 14 16 -17 17 18 -20 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=9.7771653851678675 32194.151879444238 137.38515404190784 -202417.65681818183 144657.42306985296 -41007.668719161185 -7300.9970485457452 49953.332211538465 -113002.27832880436 -138649.07197916668 52331.576015625003 107029.32560221356 -4040.8293864642424 287.92745188389904 157308.07563100965 3357.7331184552786 -9526.8880892478828 -24685.007667151163 137503.75583726415 -2492.5018229166672 -148380.35997869319 49576.216517857145 57037.31689453125 105879.6486505682 89269.16904920213 -666.82205999853784 -107281.63956298829 83302.609065755212 -19916.966429958455 -15275.708090681372 -41005.295543865825
leaf_weight=4218655 167 78932 22 34 76 83 26 23 45 40 24 15624 1927 26 1198 59 43 53 24 33 21 168 22 47 187 64 36 173 246 86
leaf_count=4218655 167 78932 22 34 76 83 26 23 45 40 24 15624 1927 26 1198 59 43 53 24 33 21 168 22 47 187 64 36 173 246 86
internal_value=0 -414.5 -2531.5 -21048.7 17347.9 48801.9 -55478.7 -86139.9 -62453.7 -8028.4 18343.2 -2109.02 -2396.15 3542.47 11965.4 51818.9 4616.28 51386.9 93868.6 133.477 -71397.2 70475.7 -1523.11 25001.2 10548.6 -4299.16 -21330.6 -43509.1 -2691.24 -19889.9
internal_weight=0 99509 20577 459 217 141 242 130 108 63 107 20118 19951 4327 1625 253 1372 120 77 1252 54 194 2702 256 209 2446 519 237 282 112
internal_count=4318164 99509 20577 459 217 141 242 130 108 63 107 20118 19951 4327 1625 253 1372 120 77 1252 54 194 2702 256 209 2446 519 237 282 112
is_linear=0
shrinkage=0.1


Tree=1968
num_leaves=31
num_cat=0
split_feature=1 1 5 1 6 2 4 5 3 5 2 3 1 0 0 5 5 5 5 5 0 5 0 5 5 3 3 5 5 5
split_gain=1.74051e+12 1.97612e+13 2.55369e+13 2.18391e+13 3.56252e+13 7.12086e+13 3.80732e+13 3.57337e+13 3.1381e+13 2.42672e+13 2.13611e+13 2.62179e+13 1.07268e+14 2.84878e+13 9.57762e+13 3.17506e+13 2.60343e+13 2.53577e+13 5.19623e+13 3.45755e+13 2.64514e+13 2.52894e+13 2.4258e+13 2.45476e+13 2.67256e+13 2.32082e+13 4.65813e+13 3.50507e+13 4.42625e+13 2.87709e+13
threshold=82.970752000000019 82.964402850000013 34.010000000000012 82.963712850000022 1.5000000000000002 7.5000000000000009 4.5000000000000009 56.005000000000003 14.500000000000002 54.410000000000004 7.5000000000000009 22.500000000000004 82.966612450000014 55.002082750000007 54.990279300000005 97.050000000000011 52.990000000000002 77.00500000000001 66.990000000000023 59.510000000000012 55.039751500000008 65.905000000000015 54.947737500000009 55.990000000000002 49.010000000000012 6.5000000000000009 7.5000000000000009 112.04500000000002 73.405000000000015 65.905000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 -9 -7 25 13 21 14 22 -15 -16 18 19 -14 -20 -13 23 24 -12 27 -27 28 29 -4
right_child=-2 2 10 4 5 9 -8 8 -10 -11 11 12 17 15 16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=11.300684753282169 -150.15995830690014 -2940.9813026147722 -4077.6257881446977 -866.96776480537233 8645.4691168044646 -14093.591552826045 99321.25888157895 -11067.898193342835 -73306.776553914839 -37689.500176842841 2496.9653316766176 44917.696471395378 12247.344278356381 -7776.0688505561966 25534.672383626305 -79396.712934802825 84144.197290039068 -10970.777001960141 12445.580967620483 -19312.481942872131 84926.073460388187 108417.86693901649 12628.69764520522 -4690.2299614430049 51558.85926389441 105955.09546535328 5239.1177407422865 34708.59456285659 -50906.328275470347 36721.326386610846
leaf_weight=3583465 654853 9846 3836 10680 1306 799 38 738 91 959 6368 158 1320 3538 144 63 160 870 83 471 128 104 1347 9157 113 46 26865 241 196 181
leaf_count=3583465 654853 9846 3836 10680 1306 799 38 738 91 959 6368 158 1320 3538 144 63 160 870 83 471 128 104 1347 9157 113 46 26865 241 196 181
internal_value=0 26.8426 1751.75 -4.43083 -3862.71 -12001.7 104.08 -1661.85 -17899.9 -26965.3 2585.93 342.045 8871 -937.502 747.835 -9029.08 56381.8 3283.17 9477.44 3947.69 56414.8 70123.9 -247.91 -1357.05 3352.39 4304.63 5411.28 -2381.7 -4503.41 -2239.29
internal_weight=0 3.66331e+06 65235 3.59808e+06 14611 3931 2173 2135 829 1758 55389 24024 3134 20890 17289 3601 304 2872 2002 1791 211 262 16985 15638 6481 31365 26911 4454 4213 4017
internal_count=4318164 3663311 65235 3598076 14611 3931 2173 2135 829 1758 55389 24024 3134 20890 17289 3601 304 2872 2002 1791 211 262 16985 15638 6481 31365 26911 4454 4213 4017
is_linear=0
shrinkage=0.1


Tree=1969
num_leaves=31
num_cat=0
split_feature=3 0 0 1 4 0 1 2 1 3 3 1 3 3 5 5 0 5 4 3 1 1 5 1 1 3 5 5 1 5
split_gain=1.74429e+12 9.08769e+12 1.91964e+13 1.47024e+13 1.71513e+13 1.39691e+13 1.9213e+13 1.69083e+13 1.50279e+13 1.47422e+13 1.68765e+13 2.95963e+13 3.32289e+13 1.58144e+13 1.57662e+13 1.69935e+13 1.44988e+13 1.54657e+13 1.85717e+13 2.83176e+13 2.9991e+13 2.24564e+13 3.61629e+13 1.6528e+13 1.73545e+13 2.21465e+13 1.98576e+13 1.63159e+13 1.62963e+13 4.08964e+13
threshold=28.500000000000004 55.885524800000006 56.802385350000009 60.58031445000001 3.5000000000000004 55.806974650000008 37.777459000000007 2.5000000000000004 37.914142000000005 37.500000000000007 31.500000000000004 37.692869000000009 32.500000000000007 32.500000000000007 79.010000000000005 62.385000000000012 55.695992150000002 62.710000000000008 2.5000000000000004 30.500000000000004 39.925119750000007 37.516458750000005 71.00500000000001 56.022377500000012 37.832345550000007 30.500000000000004 120.05000000000001 96.015000000000015 37.620907050000007 74.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 7 -7 8 9 10 14 13 -13 -12 15 -2 17 -9 19 20 -19 22 -21 24 28 -26 27 -27 -20 -30
right_child=1 2 3 4 -6 6 -8 16 -10 -11 11 12 -14 -15 -16 -17 -18 18 23 21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=5.7349255276993105 -5696.2898174335432 -8890.2921365920756 -5828.2943150071442 5928.2656679298416 -25754.122841254342 4207.6628551841668 102385.897734375 -1679.7458027494461 -25956.81138857887 -54800.90850360578 117746.97566499257 -83244.276231060619 26204.738766304105 47952.752361505685 -66892.480104166665 61401.961062499999 -4315.5789587011877 98080.879785156256 751.40832470012174 11621.318940429688 -4259.5656283291901 16029.673308222271 -145743.7051460598 57600.156367761949 -46449.023872599028 441.48169903248464 94613.379453125002 -56634.473538523707 -35407.324668236302 52401.027942272071
leaf_weight=4283289 154 3765 2388 3368 180 5916 20 5937 84 26 42 33 174 143 30 50 9539 82 1060 40 44 857 23 51 157 367 20 58 73 194
leaf_count=4283289 154 3765 2388 3368 180 5916 20 5937 84 26 42 33 174 143 30 50 9539 82 1060 40 44 857 23 51 157 367 20 58 73 194
internal_value=0 -704.354 -3304.74 237.987 4320.93 297.725 4538.45 -1010.78 13853.4 18982.3 22046.8 34732.6 8756.35 63797.9 795.278 10749.4 -1602.07 1285.83 7104.28 17882.8 62342.9 11793.7 -45829.4 1410.18 -75.4004 -14157.8 -2765.19 -7347.71 6313.16 28393.5
internal_weight=0 34875 9701 5936 3548 25174 5936 19238 736 652 626 392 207 185 234 204 18502 8963 3026 1046 126 920 63 1980 1929 602 445 425 1327 267
internal_count=4318164 34875 9701 5936 3548 25174 5936 19238 736 652 626 392 207 185 234 204 18502 8963 3026 1046 126 920 63 1980 1929 602 445 425 1327 267
is_linear=0
shrinkage=0.1


Tree=1970
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 3 5 5 0 6 3 3 5 2 3 2 5 5 5 5 5 4 2 5 5 5 5 4 5
split_gain=1.7102e+12 2.07052e+13 7.32448e+13 2.70744e+14 1.94108e+14 1.56846e+14 1.08301e+14 1.61216e+14 1.06765e+14 9.6795e+13 9.08296e+13 1.21957e+14 1.62148e+14 1.62176e+14 1.06318e+14 1.01268e+14 1.33159e+14 8.91471e+13 8.8585e+13 8.70856e+13 1.68726e+14 8.97005e+13 1.12865e+14 8.39168e+13 1.76621e+14 9.10959e+13 8.47443e+13 8.34191e+13 9.44967e+13 1.94842e+14
threshold=37.615058950000012 37.620907050000007 55.74310830000001 55.751981950000008 55.727011600000004 7.5000000000000009 8.5000000000000018 57.995000000000012 83.010000000000005 55.734663800000007 1.5000000000000002 23.500000000000004 9.5000000000000018 41.505000000000003 1.5000000000000002 26.500000000000004 7.5000000000000009 76.00500000000001 80.815000000000012 48.510000000000012 43.605000000000011 57.005000000000003 2.5000000000000004 3.5000000000000004 85.91500000000002 76.730000000000018 36.715000000000011 62.995000000000012 2.5000000000000004 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 -5 7 -7 17 -6 11 12 13 -8 -14 16 -13 -2 19 20 -18 -21 -23 25 26 -12 -25 -16 29 -29
right_child=1 -3 3 5 9 6 10 -9 -10 -11 23 15 14 -15 27 -17 18 -19 -20 21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=125.29112635084155 5452.5941342874976 -14.43150784707194 -261565.20598958337 -50914.174985654747 319686.94827586209 13558.421836274247 15674.780524365893 233101.88439370014 73992.824315243677 44982.817663043475 -3063.5179765524326 5483.1637200555379 -120618.61133463541 -98991.711722642111 5270.0869912729204 4071.0109295580764 -65456.776868141154 -39204.444088577984 65874.578131368893 -184133.48131403688 185798.71239224137 -10969.909656845521 -188308.38935185186 18116.522640582411 -192401.28457318476 142349.96412618886 -39271.582952170276 72352.112713210154 10380.773702947445 -144782.85664062502
leaf_weight=869963 4793 3431337 42 765 29 116 223 47 210 23 679 377 60 276 3866 830 341 493 46 122 29 107 54 321 68 46 1297 680 880 44
leaf_count=869963 4793 3431337 42 765 29 116 223 47 210 23 679 377 60 276 3866 830 341 493 46 122 29 107 54 321 68 46 1297 680 880 44
internal_value=0 -31.6103 -3527 -8141.55 5885.1 -7197.45 -4015.1 76862.4 4065.68 198183 -5289.32 -124.527 6846.06 -47748 11772.4 -22173.7 -42418.2 1287.65 -68253.3 -77701.9 -45763.8 -119458 -70449.9 -22287.5 -34521.4 6162.72 -27886.2 13224.5 32396.6 59156.1
internal_weight=0 3.4482e+06 16864 11316 5548 11274 10509 163 5496 52 10346 7935 6029 499 5530 1906 1076 5286 699 653 370 283 161 2411 1686 725 1618 5470 1604 724
internal_count=4318164 3448201 16864 11316 5548 11274 10509 163 5496 52 10346 7935 6029 499 5530 1906 1076 5286 699 653 370 283 161 2411 1686 725 1618 5470 1604 724
is_linear=0
shrinkage=0.1


Tree=1971
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 5 1 3 6 5 1 1 4 1 3 4 3 5 5 5 5 2 5 0 5 3 5 4 1 1
split_gain=1.66382e+12 7.03998e+13 9.05968e+13 3.34975e+14 2.00845e+14 1.99824e+14 1.59093e+14 1.29958e+14 2.01771e+14 1.2202e+14 1.74647e+14 1.63403e+14 1.15648e+14 1.17845e+14 1.37475e+14 1.1661e+14 1.17754e+14 1.18975e+14 1.37559e+14 9.94892e+13 9.70969e+13 8.54224e+13 1.45726e+14 1.04368e+14 8.35671e+13 7.56651e+13 7.43817e+13 7.21249e+13 7.19507e+13 7.09236e+13
threshold=55.769960200000007 55.784980300000008 37.737121850000008 37.559851850000008 19.500000000000004 61.020000000000003 37.475443250000005 18.500000000000004 1.5000000000000002 26.005000000000006 37.620907050000007 37.597123000000003 2.5000000000000004 37.503486000000002 13.500000000000002 1.5000000000000002 19.500000000000004 73.405000000000015 71.715000000000018 44.605000000000011 89.00500000000001 4.5000000000000009 42.005000000000003 55.777112100000004 38.905000000000008 24.500000000000004 67.990000000000023 1.0000000180025095e-35 49.111504200000006 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -5 -10 11 21 15 -14 -15 -7 -17 18 -18 24 -12 29 23 -23 -8 -26 -4 -13 -28 -11
right_child=1 -3 26 7 -6 12 19 -9 9 10 20 27 13 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=46.942152340442789 -4602.3141709108677 15.093539468561744 -5747.881540205196 117555.49418748271 37308.388839858329 -27029.167891551388 -44688.531962165638 -27792.963322783682 -18873.228815122558 44658.380568642657 13213.68834736071 -16648.275343750003 12833.918791433482 40613.196393864331 -81714.312086776874 4969.0265578497028 75443.840410309247 193382.80203125 -158093.11469907407 -65233.300785453466 181300.01858258931 239074.72675520834 17921.265908871788 71107.909086044514 -8905.160186800571 112082.12483552632 -40220.1612220811 163558.02987986812 -11560.988028321137 -45230.459295839253
leaf_weight=2747102 1807 1538638 16747 254 804 253 985 410 531 262 1900 25 728 123 363 336 383 80 27 1150 35 75 157 73 555 57 1304 199 2669 132
leaf_count=2747102 1807 1538638 16747 254 804 253 985 410 531 262 1900 25 728 123 363 336 383 80 27 1150 35 75 157 73 555 57 1304 199 2669 132
internal_value=0 -82.0813 -4693.39 2339.78 -9973.35 -15525.3 -27647.5 25583.7 31591 25148.1 33327 69119.2 8549.73 -12622.6 -50754.9 32371 50565 81830.8 60064.6 -42806.8 16254 45300.7 85033.2 156226 -26657.4 2363.26 -8666.17 143446 -20967.4 14543.3
internal_weight=0 1.57106e+06 32424 11704 7651 6847 4554 4053 3643 3389 2858 923 2293 1214 486 1079 826 490 410 2747 1935 699 305 148 1597 612 20720 224 3973 394
internal_count=4318164 1571062 32424 11704 7651 6847 4554 4053 3643 3389 2858 923 2293 1214 486 1079 826 490 410 2747 1935 699 305 148 1597 612 20720 224 3973 394
is_linear=0
shrinkage=0.1


Tree=1972
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 0 2 4 0 6 0 4 0 1 5 2 1 2 5 5 0 1 0 5 2 0 5 5 6
split_gain=1.66418e+12 1.01899e+13 3.41473e+13 1.10288e+14 5.98815e+13 3.78394e+13 6.06749e+13 9.10327e+13 5.35436e+13 4.22722e+13 3.50916e+13 2.72863e+13 2.54626e+13 3.02739e+13 6.82867e+13 7.3754e+13 6.25518e+13 3.71886e+13 3.51119e+13 3.60267e+13 2.98144e+13 3.2131e+13 2.53932e+13 7.58915e+13 4.75152e+13 4.6182e+13 6.00882e+13 6.05496e+13 5.73366e+13 4.39202e+13
threshold=9.5000000000000018 80.00500000000001 80.815000000000012 30.451272450000005 37.752451500000006 59.963407450000012 59.932719750000011 3.5000000000000004 2.5000000000000004 59.950068600000009 1.5000000000000002 59.990816400000007 2.5000000000000004 59.963407450000012 30.332994000000003 83.010000000000005 3.5000000000000004 114.17164950000002 3.5000000000000004 81.910000000000011 101.05000000000001 60.003414000000006 20.507360500000004 54.708501450000007 88.015000000000015 1.5000000000000002 54.947737500000009 177.02500000000003 125.85000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 6 -3 9 -9 -8 -5 -7 13 17 15 16 -15 -4 20 -20 21 -16 23 29 -25 28 27 -27 -26 -14
right_child=-2 2 12 4 -6 11 7 8 -10 -11 -12 -13 22 14 18 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-130.27005235315809 56.033871005331093 42050.593297697371 -4605.0685341531853 -90240.00990032329 10454.284806675016 -103512.7890625 121089.19120370371 75521.725000000006 264546.16023936169 -54277.84807477679 -17144.876927344478 27585.738712459421 -30419.947302643071 41903.435406839621 -209915.09230468748 18141.287912378015 206398.91855945124 117465.54984375002 -105215.42200000001 25323.312032034104 161.13437500000001 -65481.148351868593 1303.0140706560969 -37488.482275390626 71606.35209331513 -10958.85673804422 103249.20453725962 96274.060113636369 -37055.069018930291 -110172.06705423992
leaf_weight=1808522 2379540 247 14420 87 1557 20 27 22 47 28 268 77 246 53 20 578 41 25 25 137 47 67 110057 310 192 1236 52 55 65 96
leaf_count=1808522 2379540 247 14420 87 1557 20 27 22 47 28 268 77 246 53 20 578 41 25 25 137 47 67 110057 310 192 1236 52 55 65 96
internal_value=0 -68.7781 786.01 12654.1 2003.98 56164.8 70704.2 127780 204277 31811.4 -35058.3 555.114 564.857 -3246.52 13873.8 31501.3 113651 -4393.8 -26145.5 5178.45 -64014.7 -98684.4 1087.92 -9423.86 -1655.87 5286.7 -2145.28 -6390.45 44123.9 -52806.5
internal_weight=0 1.93862e+06 130102 2380 1912 468 371 124 69 55 355 97 127722 15413 968 672 94 14445 296 162 134 87 112309 2252 1910 1600 1343 1291 257 342
internal_count=4318164 1938624 130102 2380 1912 468 371 124 69 55 355 97 127722 15413 968 672 94 14445 296 162 134 87 112309 2252 1910 1600 1343 1291 257 342
is_linear=0
shrinkage=0.1


Tree=1973
num_leaves=31
num_cat=0
split_feature=1 0 0 3 5 4 3 5 5 3 5 5 5 5 5 3 4 0 3 2 5 5 4 5 0 5 3 5 3 0
split_gain=1.72772e+12 3.75976e+13 2.50543e+13 3.66516e+13 3.03906e+13 5.52369e+13 4.8806e+13 4.58333e+13 4.02087e+13 8.45309e+13 3.96612e+13 9.65279e+13 5.77565e+13 3.17462e+13 3.10998e+13 3.10276e+13 5.13666e+13 7.96404e+13 3.74916e+13 7.86947e+13 4.98247e+13 2.87304e+13 2.66893e+13 9.4006e+13 6.64987e+13 2.61795e+13 3.83241e+13 6.58993e+13 3.82143e+13 3.22822e+13
threshold=28.619594500000002 59.609407350000005 54.725565150000001 9.5000000000000018 103.45000000000002 2.5000000000000004 8.5000000000000018 110.05000000000001 107.05000000000001 6.5000000000000009 65.045000000000016 63.855000000000011 65.50500000000001 65.905000000000015 101.05000000000001 8.5000000000000018 3.5000000000000004 54.736324100000012 3.5000000000000004 3.5000000000000004 116.06000000000002 123.15000000000002 3.5000000000000004 128.92000000000004 54.736324100000012 95.020000000000024 4.5000000000000009 98.020000000000024 3.5000000000000004 57.692655200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 25 8 9 -6 11 -4 -12 -14 -8 18 -17 -18 21 -20 -21 -9 23 -22 -25 29 28 -28 -27 -7
right_child=-2 -3 3 -5 7 6 14 15 -10 -11 12 -13 13 -15 -16 16 17 -19 19 20 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-1503.235991026776 -5.8760776315476528 -57695.372402343753 4075.4940292480787 -3276.4060670655913 69474.171148255817 -1105.0675385549559 48330.429305579717 136804.65456730771 -138586.95882244498 -145175.02316894531 -101119.07194963728 55300.191107835039 73900.981791355298 -11004.688137912011 -52625.297296142584 -44969.340662802424 273440.41437499999 15822.437291666669 -94355.057638792874 102647.89258720931 -54597.52403169014 12956.791995102612 -39173.242653882575 -11842.974456521741 209660.12386363637 -7178.3622812500007 65422.609812500006 -133422.9769375 139622.05289446723 26367.240469527562
leaf_weight=20264 4281218 110 6483 5138 43 1128 657 26 49 32 70 390 46 1032 32 31 20 30 113 43 71 67 165 23 33 25 50 25 61 689
leaf_count=20264 4281218 110 6483 5138 43 1128 657 26 49 32 70 390 46 1032 32 31 20 30 113 43 71 67 165 23 33 25 50 25 61 689
internal_value=0 680.907 855.231 3739.13 6891.64 8253.69 20720.9 -12622.5 -68136.9 -22109.5 4108.31 6982.18 -13097.3 -7381.63 43641.6 -1555.33 56165.8 118870 -10197.5 -22191.7 2149.99 47580.9 -12649.4 21810.8 118686 12736.9 51385.4 -859.252 96947.5 9312.33
internal_weight=0 36946 36836 16572 11434 10688 2667 746 124 75 8021 6873 1148 1078 689 622 81 50 541 448 335 93 292 127 56 1978 161 75 86 1817
internal_count=4318164 36946 36836 16572 11434 10688 2667 746 124 75 8021 6873 1148 1078 689 622 81 50 541 448 335 93 292 127 56 1978 161 75 86 1817
is_linear=0
shrinkage=0.1


Tree=1974
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 0 0 3 3 5 4 6 3 1 5 3 6 3 6 5 3 5 5 5 5 3 3 5 6
split_gain=1.79903e+12 1.98533e+13 7.99147e+13 4.16518e+14 1.71468e+14 7.88487e+13 1.24325e+14 9.93753e+13 1.66462e+14 1.82671e+14 1.46846e+14 9.81956e+13 9.59034e+13 7.41764e+13 1.35281e+14 1.19579e+14 6.80238e+13 8.54401e+13 6.15749e+13 6.0135e+13 6.1188e+13 5.85952e+13 5.66493e+13 6.81682e+13 8.86517e+13 8.66518e+13 6.92524e+13 9.9577e+13 7.17932e+13 5.55778e+13
threshold=30.425002000000003 30.451272450000005 59.950068600000009 59.939091550000008 68.52500000000002 20.500000000000004 59.916647550000008 59.863160500000006 8.5000000000000018 14.500000000000002 92.035000000000011 2.5000000000000004 1.5000000000000002 17.500000000000004 30.434657650000002 60.005000000000003 16.500000000000004 1.5000000000000002 24.500000000000004 1.5000000000000002 65.045000000000016 11.500000000000002 57.005000000000003 93.00500000000001 81.910000000000011 101.05000000000001 23.500000000000004 25.500000000000004 69.015000000000015 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 18 6 7 10 11 -10 12 -9 -2 -11 19 -16 17 -5 -4 20 -15 -19 -7 24 26 -25 28 -28 -24 -8
right_child=1 -3 4 16 -6 22 29 8 9 13 -12 -13 -14 14 15 -17 -18 21 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-222.71997721118447 -50636.792055081343 -2.0333900815093076 3375.0159845548305 82468.376742447013 -34599.127667227927 2176.5700724206531 -80683.335633263225 12818.794457301137 72752.750619454528 -2433.3065957706535 139109.95729980469 -47555.732136552717 6903.4953889003518 25603.755785076632 34878.405503517977 121165.69411509275 41977.054478795326 100128.02631548714 -12592.32554618593 51531.650493324123 -20489.386486573592 240226.07213541667 -16542.173342168899 129552.54944711539 -81595.567478841156 -50966.133101128478 -74807.461623899973 4312.312009385666 53663.177967567615 -11271.764153513313
leaf_weight=334577 486 3949501 16474 286 1452 3552 130 678 875 940 64 447 717 601 415 262 206 51 2830 337 553 72 420 65 240 45 348 293 223 1024
leaf_count=334577 486 3949501 16474 286 1452 3552 130 678 875 940 64 447 717 601 415 262 206 51 2830 337 553 72 420 65 240 45 348 293 223 1024
internal_value=0 18.706 2421.75 8463.77 -1458.58 4576.17 11111.8 16579.1 22797.3 32391.3 -8489.85 -11170 -16342.2 21028.3 31200.8 68271.7 88839.1 112442 1034.18 14368.5 3515.79 182137 -4912.19 -20321.8 -25809.2 55704 -15381.9 -38641.9 7805.87 -19091.1
internal_weight=0 3.98359e+06 34086 13330 20756 12715 7529 6375 5108 3983 1267 1125 1203 3108 2168 677 615 409 19304 1491 1154 123 5186 1634 1524 110 1284 641 643 1154
internal_count=4318164 3983587 34086 13330 20756 12715 7529 6375 5108 3983 1267 1125 1203 3108 2168 677 615 409 19304 1491 1154 123 5186 1634 1524 110 1284 641 643 1154
is_linear=0
shrinkage=0.1


Tree=1975
num_leaves=31
num_cat=0
split_feature=1 5 5 5 5 2 0 0 0 2 3 1 0 0 1 3 1 1 1 3 5 0 4 0 5 0 0 5 2 0
split_gain=1.75174e+12 1.30374e+13 9.61253e+13 7.31883e+13 7.81887e+13 6.57479e+13 5.18011e+13 8.18507e+13 1.46787e+14 5.13668e+13 5.39937e+13 5.86669e+13 5.13319e+13 9.20732e+13 6.48304e+13 7.7869e+13 7.03306e+13 9.41313e+13 1.22206e+14 8.57747e+13 1.40349e+14 7.46319e+13 1.38131e+14 7.29741e+13 1.24533e+14 1.2839e+14 7.25829e+13 8.585e+13 9.59844e+13 9.20222e+13
threshold=35.911716050000003 75.750000000000014 72.705000000000013 80.815000000000012 80.00500000000001 12.500000000000002 59.863160500000006 54.708501450000007 54.725565150000001 1.5000000000000002 12.500000000000002 30.434657650000002 60.017447350000005 60.029906750000002 30.434657650000002 25.500000000000004 30.346469350000003 30.278357500000002 30.259484550000003 23.500000000000004 79.010000000000005 59.916647550000008 2.5000000000000004 59.963407450000012 76.730000000000018 59.932719750000011 59.834458500000004 77.715000000000018 9.5000000000000018 59.853570100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 -4 -9 10 11 -3 14 -14 15 16 17 18 -11 -19 -21 22 26 24 25 -23 -18 -28 29 -29
right_child=-2 3 5 -5 -6 -7 -8 8 -10 12 -12 -13 13 -15 -16 -17 21 19 -20 20 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-137.33745607315032 22.243698373813238 -39820.389661057168 -36090.033990641277 -683.6780613477647 27689.10492381794 9779.0378359024726 -17770.766542379908 65493.447869011172 -3945.7487067681177 8333.5942143934262 35531.608941650389 14440.409784662681 -41121.577074269269 3737.7130343787067 25282.42044633787 -137159.8062397204 -5577.3688086725051 30574.303622367603 -45304.931257486925 -73656.390881216401 105698.59901658444 -167374.52233297413 -7602.8401105323783 -17434.585702103017 53239.848081344855 40432.673037269473 -51035.137535631337 -361222.71402138163 -34519.074594907412 -129056.99072580645
leaf_weight=388068 3848743 710 600 53981 1642 1536 6413 347 2481 2888 176 277 580 2167 2111 38 62 2568 498 186 57 58 613 645 488 61 74 38 27 31
leaf_count=388068 3848743 710 600 53981 1642 1536 6413 347 2481 2888 176 277 580 2167 2111 38 62 2568 498 186 57 58 613 645 488 61 74 38 27 31
internal_value=0 -182.374 -402.951 1076.75 7017.95 -9463 -12466.3 -2542.94 4574.55 4653.15 -15493.5 -24592.2 6429.53 -5733.85 9629.08 5663.14 6317.5 11674.2 444.644 25200.8 -31585.5 -9512.53 -32476 5985.95 30872.7 -60851.5 -98196.7 -131976 -194367 -256916
internal_weight=0 469421 399445 69976 15995 11377 9841 3428 2828 14353 1163 987 13190 2747 10443 8332 8294 6197 3386 2811 243 2097 845 1252 607 119 232 170 96 69
internal_count=4318164 469421 399445 69976 15995 11377 9841 3428 2828 14353 1163 987 13190 2747 10443 8332 8294 6197 3386 2811 243 2097 845 1252 607 119 232 170 96 69
is_linear=0
shrinkage=0.1


Tree=1976
num_leaves=31
num_cat=0
split_feature=3 3 2 1 1 1 3 1 2 1 0 0 0 0 5 4 5 5 1 3 5 0 0 0 0 1 0 3 1 6
split_gain=1.5909e+12 1.08621e+13 3.19025e+13 2.7883e+13 1.20675e+14 9.3193e+13 1.91811e+14 1.32708e+14 1.13224e+14 9.83754e+13 9.23495e+13 2.37971e+14 4.3956e+14 1.52341e+14 1.30833e+14 1.2522e+14 9.16894e+13 8.57318e+13 8.41437e+13 1.72148e+14 1.58667e+14 8.85788e+13 8.20524e+13 1.20376e+14 1.03425e+14 9.21243e+13 8.0114e+13 7.13831e+13 6.7692e+13 9.1211e+13
threshold=10.500000000000002 14.500000000000002 1.5000000000000002 30.362552800000003 30.434657650000002 30.323743050000001 11.500000000000002 30.346469350000003 8.5000000000000018 30.315880100000005 59.963407450000012 59.932719750000011 59.950068600000009 60.017447350000005 85.020000000000024 2.5000000000000004 52.405000000000008 37.995000000000012 30.451272450000005 12.500000000000002 66.990000000000023 60.003414000000006 59.834458500000004 59.904813200000007 59.820733200000006 30.332994000000003 59.755965500000009 11.500000000000002 30.410108300000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 10 9 7 22 -8 -4 11 14 -13 15 26 -12 -9 -10 19 -6 21 -21 24 25 -7 -24 -5 -28 29 -14
right_child=1 -3 3 4 18 6 8 16 17 -11 13 12 28 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=47.256599878850963 -4495.2487578175496 51.192472553063276 1515.2306786902786 -73995.420080357144 -22460.75255219734 81360.711647727279 7666.2982926827945 -39096.471520550585 3458.6153624529616 -14710.378748832207 -29251.974435339998 141320.1900983073 -11640.053155250072 -2854.6861570719525 -65687.791230637129 -93111.432022428125 -141612.63371582032 42338.643217001001 -473.59103286115123 33724.630372974454 109059.36391768657 -47512.751317725248 -26902.669212704612 -14333.929998330266 -174530.1443498884 119204.50599338504 21313.288099478512 -12109.154222810057 -70206.488577706477 56203.319797180375
leaf_weight=2688514 19696 1303445 32506 175 671 22 5011 274 764 4222 2195 300 559 2339 435 357 128 2201 247752 1045 263 154 63 734 56 137 819 2908 112 307
leaf_count=2688514 19696 1303445 32506 175 671 22 5011 274 764 4222 2195 300 559 2339 435 357 128 2201 247752 1045 263 154 63 734 56 137 819 2908 112 307
internal_value=0 -77.9615 -594.033 -343.344 -744.738 1923 10813.4 -23131.2 16831.2 -349.955 -11243.7 -2493.44 35430.8 -21289.3 -13668.7 -38185.3 -71738.4 32320.3 -303.325 19473.4 38719.5 23290.5 -3822.83 4405.83 -102356 73180.7 -7869.56 -4764.65 2949.39 12410.7
internal_weight=0 1.62965e+06 326205 306509 260391 46118 9390 1414 7976 36728 10506 5615 1278 4891 4337 2552 402 2965 249885 2133 1462 1199 1012 934 78 200 3902 3727 978 866
internal_count=4318164 1629650 326205 306509 260391 46118 9390 1414 7976 36728 10506 5615 1278 4891 4337 2552 402 2965 249885 2133 1462 1199 1012 934 78 200 3902 3727 978 866
is_linear=0
shrinkage=0.1


Tree=1977
num_leaves=31
num_cat=0
split_feature=1 1 5 5 2 0 4 4 0 3 0 2 2 2 5 3 5 0 6 1 0 5 3 3 0 1 5 3 0 3
split_gain=1.62215e+12 1.66928e+13 2.65974e+13 2.25714e+13 2.32265e+13 2.16788e+13 2.0662e+13 3.02482e+13 3.77298e+13 2.555e+13 2.39186e+13 2.02221e+13 1.83635e+13 4.4304e+13 4.99429e+13 1.61173e+13 5.39345e+13 2.01862e+13 2.08268e+13 1.57232e+13 2.2092e+13 2.82704e+13 3.03423e+13 7.7615e+13 3.82362e+13 3.69326e+13 3.88294e+13 2.27335e+13 2.88885e+13 2.14323e+13
threshold=82.970752000000019 82.97193200000001 47.815000000000005 41.005000000000003 7.5000000000000009 54.945614000000006 1.0000000180025095e-35 2.5000000000000004 54.946533000000009 18.500000000000004 54.945614000000006 7.5000000000000009 5.5000000000000009 8.5000000000000018 86.810000000000016 5.5000000000000009 80.00500000000001 54.99493995000001 1.5000000000000002 82.964402850000013 54.943649450000002 58.005000000000003 12.500000000000002 15.500000000000002 55.02863030000001 82.966612450000014 51.815000000000005 16.500000000000004 54.942865800000007 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 -5 -6 11 -8 10 15 12 -4 -9 -14 -15 16 -10 18 -17 -1 27 22 29 -24 25 26 -25 -21 -29 -22
right_child=1 -3 6 4 5 -7 7 8 9 -11 -12 -13 13 14 -16 17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-1.9820162084160786 -1780.9357637406083 -62.8688036225562 23403.606810617115 22697.859573648082 22216.014406360657 -11974.941159917807 -12309.868066137957 13352.819172238082 -9125.0462575276688 -55493.040335716389 -27420.309911283806 -7857.9208959838261 -38803.637256619942 -8559.1192085233379 85262.702541666673 14263.493754900315 156947.61593276515 -3122.2060495764263 55910.407891965384 -7259.5418837273482 -3198.4924272193848 5316.8630624617117 -37252.073834172523 268.69714493097047 7716.4450886377617 -8675.0210436151829 43542.129251559694 45959.791468491669 1785.981483070467 3663.1112439627395
leaf_weight=3598076 5534 637985 431 879 278 557 5821 468 48 53 536 398 321 233 75 558 33 492 153 4848 5649 19129 654 816 3027 6154 278 172 1063 23445
leaf_count=3598076 5534 637985 431 879 278 557 5821 468 48 53 536 398 321 233 75 558 33 492 153 4848 5649 19129 654 816 3027 6154 278 172 1063 23445
internal_value=0 -144.964 -3249.99 1324.74 11352.1 -591.605 -6696.74 -8119.91 92.1307 12548.5 -10106.4 8395.06 -1646.69 -12806.9 14287.1 15357.1 58534.2 12449.9 23225.5 25.9138 1564.52 2154.66 643.282 -3849.14 -1723.06 -5665.3 11265.1 -4174.04 7938.12 2330.84
internal_weight=0 654853 16868 7248 1714 835 9620 8791 2970 1337 1633 829 1097 629 308 1284 81 1203 711 3.66331e+06 65235 59152 40023 10929 10275 7248 1094 6083 1235 29094
internal_count=4318164 654853 16868 7248 1714 835 9620 8791 2970 1337 1633 829 1097 629 308 1284 81 1203 711 3663311 65235 59152 40023 10929 10275 7248 1094 6083 1235 29094
is_linear=0
shrinkage=0.1


Tree=1978
num_leaves=31
num_cat=0
split_feature=2 0 6 0 5 5 1 1 5 3 4 5 0 5 6 0 5 0 1 5 4 1 5 5 2 2 2 3 6 1
split_gain=1.58004e+12 4.39958e+12 6.96168e+12 6.90046e+12 6.2049e+12 1.1722e+13 9.68591e+12 3.39459e+12 2.78195e+12 1.99412e+12 8.43498e+12 2.45469e+13 1.30258e+13 1.18378e+13 1.66309e+13 1.36508e+13 1.73863e+13 1.36115e+13 3.07759e+13 1.61457e+13 1.32731e+13 1.71902e+13 2.15268e+13 2.17978e+13 1.22358e+13 1.61609e+13 1.23745e+13 1.18721e+13 1.17631e+13 1.21254e+13
threshold=34.500000000000007 55.860536450000005 1.5000000000000002 55.834684950000003 67.990000000000023 39.995000000000012 37.615058950000012 37.615058950000012 80.00500000000001 34.500000000000007 2.5000000000000004 95.020000000000024 55.68356880000001 120.05000000000001 1.5000000000000002 55.769960200000007 63.145000000000003 55.820531900000013 37.582182450000005 65.045000000000016 1.5000000000000002 60.58031445000001 51.815000000000005 54.410000000000004 8.5000000000000018 5.5000000000000009 2.5000000000000004 37.500000000000007 1.5000000000000002 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 7 -7 -2 -6 -1 12 -12 -11 15 -15 -14 20 18 -18 -19 21 22 28 -24 25 26 -22 -21 29 -17
right_child=1 2 -4 -5 8 6 -8 -9 -10 10 11 -13 13 14 -16 16 17 19 -20 27 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.7832920583913232 -46769.924990234373 -4859.2499232700893 63418.416467285162 -44410.776373922417 -33345.760485197374 90789.399193548394 10387.56864224138 10153.650310724433 11337.732350852273 -27672.016714242789 18312.595824298634 -16927.981343352756 5667.3044806110411 -16681.476636904765 105175.24257812501 47281.765171875006 -152803.51341145832 -55172.575025318285 -27612.104481336806 -10728.413996242089 -42663.469957386369 11151.823116591451 -159818.51373046875 -15572.089808238636 24491.5594671652 -52280.008470394736 47905.92097167969 59033.566271033655 1907.3533320312501 -24034.854854729205
leaf_weight=4313208 20 28 32 29 38 31 29 22 22 221 599 295 1147 21 24 25 24 81 108 395 22 367 20 22 289 57 48 26 400 514
leaf_count=4313208 20 28 32 29 38 31 29 22 22 221 599 295 1147 21 24 25 24 81 108 395 22 367 20 22 289 57 48 26 400 514
internal_value=0 7933.87 31555.5 513.463 8555.46 23565.6 51928.5 -16952.8 -16961.8 -0.4612 -2058.05 6683.99 -4108.8 -2658.25 48308.8 -3305.22 -7596.91 -21800 -50374.2 -14286.5 -2492.16 -7310.95 -14218 -84260.9 13122.6 -12748.6 19441.3 -6420.07 -11085.1 -20727
internal_weight=0 251 60 191 162 102 60 42 60 4.31791e+06 4705 894 3811 3590 45 3545 2398 634 132 502 1764 1348 981 42 416 127 70 421 939 539
internal_count=4318164 251 60 191 162 102 60 42 60 4317913 4705 894 3811 3590 45 3545 2398 634 132 502 1764 1348 981 42 416 127 70 421 939 539
is_linear=0
shrinkage=0.1


Tree=1979
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 0 0 1 3 0 1 3 0 1 0 1 1 3 5 3 3 3 3 3 3 1 4 2 3 1
split_gain=1.56816e+12 1.021e+13 2.69255e+13 2.83121e+13 2.92734e+13 3.72656e+13 7.00863e+13 3.39906e+13 3.268e+13 3.68536e+13 4.03246e+13 3.57536e+13 3.56092e+13 2.89656e+13 2.87141e+13 2.81325e+13 3.89341e+13 6.82006e+13 2.98533e+13 3.04636e+13 3.41497e+13 3.89667e+13 3.99746e+13 2.70588e+13 3.86371e+13 6.48343e+13 3.31035e+13 3.64925e+13 4.04946e+13 3.62203e+13
threshold=9.5000000000000018 1.5000000000000002 50.005000000000003 43.592450450000008 61.880021000000006 59.963407450000012 59.939091550000008 82.975438000000011 17.500000000000004 55.07108800000001 82.933113850000026 15.500000000000002 55.055104550000003 82.968597500000016 55.020029900000004 30.102666750000001 30.259484550000003 22.500000000000004 41.505000000000003 21.500000000000004 17.500000000000004 10.500000000000002 12.500000000000002 11.500000000000002 19.500000000000004 39.726951800000002 2.5000000000000004 6.5000000000000009 13.500000000000002 39.925119750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 23 5 6 -5 8 9 10 11 -6 13 -12 -13 -7 17 18 -17 20 21 -20 -23 -3 26 -26 27 28 -25 -30
right_child=1 2 -4 4 7 15 -8 -9 -10 -11 12 14 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-66.764456525334666 -149.94872753250715 -3591.3516174847146 117.44804849807809 481.46481957645415 6033.8082607143042 -54799.955541294643 -22998.328247060886 422.5746855072581 16013.061448673783 13894.44702476436 22134.655582779706 -6477.2309761590986 -35662.125326394715 -5831.5341439524009 -31059.889552600478 11598.368395814803 4366.3225774369184 1275.5856773165708 22825.177112796533 171906.79726562501 5492.2789590804314 135243.98730875654 55674.802420365188 23293.058811732702 -118219.14679188831 31967.133757390206 143154.63783275464 11978.785167735519 119101.92855865996 -11283.633994234526
leaf_weight=1938624 1205954 460 1072662 69433 1541 70 1295 10030 3773 3032 1462 1628 149 496 671 202 4515 724 137 22 122 108 152 168 47 74 27 442 118 26
leaf_count=1938624 1205954 460 1072662 69433 1541 70 1295 10030 3773 3032 1462 1628 149 496 671 202 4515 724 137 22 122 108 152 168 47 74 27 442 118 26
internal_value=0 54.3934 264.371 1825.93 1630.03 696.002 51.5597 4777.91 8203.58 4922.01 347.528 -5752.09 11464.1 15050.3 -13652.1 8227.42 8964.95 23118.2 44402.2 56650.6 51765 65984.8 88726.6 16146.1 26211.7 -26369.7 34358.1 30462.2 56647.1 95560.1
internal_weight=0 2.37954e+06 1.17359e+06 100924 99562 76780 70728 22782 12752 8979 5947 3840 2107 1958 2299 6052 5982 1467 743 541 519 397 260 1362 902 121 781 754 312 144
internal_count=4318164 2379540 1173586 100924 99562 76780 70728 22782 12752 8979 5947 3840 2107 1958 2299 6052 5982 1467 743 541 519 397 260 1362 902 121 781 754 312 144
is_linear=0
shrinkage=0.1


Tree=1980
num_leaves=31
num_cat=0
split_feature=4 0 0 5 1 2 1 3 1 5 3 0 5 5 1 0 2 2 1 2 1 2 2 5 5 3 0 3 0 5
split_gain=1.68219e+12 1.52159e+13 1.52186e+13 1.6113e+13 2.04928e+13 3.54202e+13 2.59399e+13 4.14014e+13 1.53816e+13 2.50549e+13 1.35358e+13 1.33595e+13 1.258e+13 1.20312e+13 2.38691e+13 6.67787e+13 2.68758e+13 1.7663e+13 1.68901e+13 4.68566e+13 3.08989e+13 2.50773e+13 1.98173e+13 1.67366e+13 1.55104e+13 1.53947e+13 1.92782e+13 1.49038e+13 1.34254e+13 2.54179e+13
threshold=-1.0000000180025095e-35 55.050600750000008 55.039751500000008 33.395000000000003 82.966612450000014 22.500000000000004 82.945329900000004 15.500000000000002 37.214886200000009 42.895000000000003 29.500000000000004 44.732363600000006 225.45000000000002 83.010000000000005 39.726951800000002 44.580511600000001 5.5000000000000009 2.5000000000000004 45.148007750000012 1.5000000000000002 82.902675200000019 10.500000000000002 6.5000000000000009 91.050000000000011 107.05000000000001 15.500000000000002 54.725565150000001 4.5000000000000009 55.017766000000002 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 6 -5 -8 9 11 13 -1 -3 -10 15 -15 17 -17 19 -16 25 22 23 -21 -25 27 -27 -20 -22 -30
right_child=-2 12 3 4 -6 -7 7 -9 10 -11 -12 -13 -14 14 18 16 -18 -19 20 21 28 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-41096.738639856558 -15.283415483648461 -815.91390471577415 16776.363229653765 3122.9656682099294 -6126.7863196896924 142063.00186011905 175770.11235795455 26731.880370893632 782.67851297866946 43869.710705566409 -43966.01002987133 9263.7161633427295 46595.504310825898 -155285.23463867189 -116943.67552734376 -12219.434326171875 -51225.058901541575 106747.06493389423 -2748.0376065340911 -11117.177463942309 -9116.7433391587529 144629.64069602275 -28264.051938833843 147309.51738281251 44087.924028716225 -92345.39357421876 26062.96532315341 -96947.642297535218 10261.794522094728 -61653.054319411065
leaf_weight=61 4073891 89101 1205 742 1225 21 22 122 148237 216 68 386 56 40 20 24 56 26 22 26 1390 22 41 24 37 20 44 71 896 52
leaf_count=61 4073891 89101 1205 742 1225 21 22 122 148237 216 68 386 56 40 20 24 56 26 22 26 1390 22 41 24 37 20 44 71 896 52
internal_value=0 254.891 853.248 7533.41 2309.33 13703.2 10660.8 49501.6 706.378 15904.6 639.698 2391.26 -786.135 659.779 -5821.28 -45190.8 -3645.72 49643.1 -3664.45 26834 -5742.5 46004.4 29053.2 56064.8 84699.7 -48687.1 -10939.6 -74663.9 -2858.71 6317.1
internal_weight=0 244273 155116 3337 2132 907 886 144 151779 663 151116 447 89157 151048 2811 146 106 50 2665 170 2495 150 128 87 61 157 64 93 2338 948
internal_count=4318164 244273 155116 3337 2132 907 886 144 151779 663 151116 447 89157 151048 2811 146 106 50 2665 170 2495 150 128 87 61 157 64 93 2338 948
is_linear=0
shrinkage=0.1


Tree=1981
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 3 3 3 5 5 5 4 6 5 0 5 5 3 5 3 3 3 3 5 5 6 5 5 0
split_gain=1.626e+12 1.73232e+13 6.44992e+13 6.87515e+13 2.1623e+14 1.38029e+14 9.6887e+13 9.93513e+13 2.33736e+14 8.95555e+13 7.11655e+13 1.06342e+14 9.37881e+13 1.09415e+14 1.39421e+14 9.27045e+13 1.00047e+14 1.35657e+14 1.03866e+14 6.87178e+13 9.70859e+13 6.63549e+13 9.57047e+13 9.37787e+13 1.17155e+14 7.20296e+13 6.46023e+13 1.20561e+14 6.67283e+13 7.50955e+13
threshold=37.615058950000012 37.620907050000007 55.56564190000001 55.762622900000004 55.755036050000008 43.810000000000009 21.500000000000004 14.500000000000002 13.500000000000002 110.05000000000001 53.995000000000012 59.810000000000009 2.5000000000000004 1.5000000000000002 75.750000000000014 55.751981950000008 78.010000000000005 79.730000000000018 9.5000000000000018 71.00500000000001 15.500000000000002 24.500000000000004 26.500000000000004 17.500000000000004 64.405000000000015 85.020000000000024 1.5000000000000002 69.015000000000015 70.50500000000001 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 7 8 -5 10 -4 -12 13 15 19 -13 18 -18 -17 20 -15 23 -23 25 -25 26 27 -14 29 -28
right_child=1 -3 3 6 5 -7 -8 -9 -10 -11 11 12 21 14 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=122.16772827767609 15413.715487466474 -15.109011246774068 -1739.7150191595797 -4558.9807483128143 -17742.778240740743 -313454.31778371712 82941.502590474323 -26441.852036157288 69919.892319267296 138031.10217633931 -38953.692887390571 -15775.972424840815 68765.247755619523 32873.980865608377 -248336.52076612902 -63973.824968434346 370003.94642857142 61087.505326704544 45536.527354898622 150342.70922619049 -108677.66569140626 -142505.83385170993 -12105.948030598958 204103.19315185549 6874.7076936721805 29255.382349537042 3016.1709091558691 -85924.77142407115 14771.979530967961 -131120.93599264705
leaf_weight=869963 1672 3431337 6976 1624 27 38 163 798 569 42 1567 419 57 94 31 99 21 44 692 21 100 106 120 32 512 162 82 434 277 85
leaf_count=869963 1672 3431337 6976 1624 27 38 163 798 569 42 1567 419 57 94 31 99 21 44 692 21 100 106 120 32 512 162 82 434 277 85
internal_value=0 -30.8223 -3228.02 -5279.69 -8723.09 -190620 7862.87 3771.33 14765.5 -7735.59 -8248.72 -17412.6 -7449.48 10984.1 -50076.6 22765.2 41630.6 160891 31830.4 -21490.3 -40090.8 -22466.9 -73267 -15470.6 18476.4 -32304.9 -42971 -67966.9 -15329.1 -65257.2
internal_weight=0 3.4482e+06 16864 15192 12038 65 3154 2991 2193 11973 11931 4955 3388 1521 246 1275 856 65 791 215 194 1867 226 1641 544 1097 935 491 444 167
internal_count=4318164 3448201 16864 15192 12038 65 3154 2991 2193 11973 11931 4955 3388 1521 246 1275 856 65 791 215 194 1867 226 1641 544 1097 935 491 444 167
is_linear=0
shrinkage=0.1


Tree=1982
num_leaves=31
num_cat=0
split_feature=1 3 0 1 3 0 3 1 1 3 0 1 5 2 0 1 5 4 2 4 1 1 0 1 0 5 0 0 3 6
split_gain=1.60972e+12 1.15227e+13 3.75191e+13 6.62784e+13 6.17139e+13 3.23252e+13 5.70227e+13 1.22501e+14 8.69901e+13 6.90448e+13 1.64834e+14 1.13674e+14 9.85858e+13 7.06585e+13 1.41187e+14 7.15244e+13 7.18031e+13 6.83988e+13 6.52482e+13 6.31276e+13 5.97585e+13 1.08222e+14 2.2425e+14 2.15114e+14 1.67898e+14 1.25398e+14 1.92916e+14 1.24229e+14 1.2322e+14 1.19362e+14
threshold=35.911716050000003 16.500000000000004 59.755965500000009 30.578016350000002 24.500000000000004 60.017447350000005 19.500000000000004 30.388336800000001 30.468306550000005 17.500000000000004 59.904813200000007 30.434657650000002 62.995000000000012 10.500000000000002 59.932719750000011 30.410108300000001 102.01000000000001 1.5000000000000002 14.500000000000002 2.5000000000000004 30.323743050000001 30.278357500000002 59.963407450000012 30.259484550000003 59.950068600000009 85.91500000000002 59.846652800000008 60.003414000000006 18.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 7 20 9 13 11 -11 -13 15 -15 -9 -17 -16 -19 -10 21 23 24 29 25 -23 -27 -25 -26 -4
right_child=-2 2 3 -5 -6 -7 -8 8 19 10 -12 12 -14 14 17 16 -18 18 -20 -21 -22 22 -24 27 28 26 -28 -29 -30 -31
leaf_value=-529.29443358339256 21.322971022353748 -6222.0651299512647 -18462.646214821252 27303.120959575248 -73149.319555320209 -1398.1746176772019 1.2075833456967471 -16133.35051174034 -10529.090214556447 10368.28562232227 -12207.515034424632 28893.14693974996 90676.492855174118 6315.4133344780221 51757.986052952379 27414.177399013104 218305.23125000001 77423.593349609378 172858.76538043481 39032.298598795569 -5118.6777274224178 14188.85449965849 48737.714004443696 -104022.71033375099 -129279.54209048203 -258306.96044642857 -18131.425633174815 17648.469492701479 46425.327506510424 9883.0631900848766
leaf_weight=310489 3848743 4633 2181 937 142 52081 67747 441 1793 1640 1748 695 411 455 439 1335 20 190 115 300 9176 4903 1465 318 153 35 752 114 54 4659
leaf_count=310489 3848743 4633 2181 937 142 52081 67747 441 1793 1640 1748 695 411 455 439 1335 20 190 115 300 9176 4903 1465 318 153 35 752 114 54 4659
internal_value=0 -174.825 517.665 788.076 -8212.36 625.927 1668.23 5050.34 14598.1 19635.2 11796.6 27076.8 51852.4 31396.9 50195.6 18847 30231.8 77030.9 113407 -3425.21 1207.99 5175.02 13721.9 -3477.6 5022.82 8241.19 -28812.7 -71915 -83443.5 844.76
internal_weight=0 469421 158932 154157 4775 153220 101139 33392 9582 7489 4494 2746 1106 2995 1199 1796 1355 744 305 2093 23810 14634 7362 7272 5897 5690 787 432 207 6840
internal_count=4318164 469421 158932 154157 4775 153220 101139 33392 9582 7489 4494 2746 1106 2995 1199 1796 1355 744 305 2093 23810 14634 7362 7272 5897 5690 787 432 207 6840
is_linear=0
shrinkage=0.1


Tree=1983
num_leaves=31
num_cat=0
split_feature=3 5 4 5 0 3 0 6 1 0 1 3 3 0 3 1 5 5 1 1 1 0 1 0 1 5 1 0 1 1
split_gain=1.60461e+12 1.00204e+13 1.91608e+13 3.3218e+13 6.04092e+13 6.74208e+13 1.44194e+14 1.29201e+14 1.28309e+14 9.77072e+13 1.3364e+14 1.89159e+14 1.43767e+14 1.73981e+14 1.6225e+14 9.27241e+13 1.12165e+14 2.24093e+14 1.23121e+14 8.98848e+13 8.17268e+13 1.18078e+14 9.55727e+13 8.67717e+13 7.99198e+13 1.09824e+14 7.43055e+13 2.88994e+14 7.232e+13 1.10429e+14
threshold=10.500000000000002 39.355000000000011 1.5000000000000002 59.810000000000009 55.664473600000008 16.500000000000004 55.68356880000001 1.5000000000000002 37.777459000000007 55.860536450000005 37.737121850000008 18.500000000000004 19.500000000000004 55.751981950000008 24.500000000000004 37.533784800000006 48.035000000000004 49.995000000000012 37.582182450000005 37.726745000000001 37.869926150000005 55.806974650000008 37.752451500000006 55.727011600000004 37.436176200000013 55.990000000000002 37.542000650000013 55.851332700000007 37.342273500000012 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 9 -6 10 11 -7 -13 19 15 24 18 -18 -17 -14 21 22 23 -12 -15 -26 27 -19 -16 -30
right_child=1 2 3 -5 5 7 -8 -9 -10 -11 20 12 13 14 28 16 17 26 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=47.459816653121877 325.18482128382851 -840.21693816753623 2585.9187607972713 -417.80563321130899 -44465.870658474123 -72868.663399788755 -2145.118477978725 6180.6134842243573 28552.370388342999 1683.1799313971694 -63857.446981351677 50819.739345477981 7931.6678146853874 -18129.646724725313 13900.363590316952 -69218.644033441306 -308099.88161458331 218334.32000000004 150179.56518841913 -58422.300721050939 -3925.6414098671939 85857.874253941452 21882.468703798422 12909.995092937843 -110670.97815698432 -18997.638286272322 -46223.200286772561 -32322.566990102318 -66018.635319698136 -9037.8234241515001
leaf_weight=2688514 446770 359148 122478 546032 1391 547 59833 34390 291 36521 292 347 3011 219 858 41 30 55 68 219 10961 222 1622 297 516 175 922 281 426 1687
leaf_count=2688514 446770 359148 122478 546032 1391 547 59833 34390 291 36521 292 347 3011 219 858 41 30 55 68 219 10961 222 1622 297 516 175 922 281 426 1687
internal_value=0 -78.2968 -230.691 35.0636 925.525 -384.61 -2956.87 1303.98 -31833.1 -1523.32 -6660.4 -15799.1 -12273.7 -14847 -26033.8 -45930.6 -29750 -37993 67653.6 3432.75 -245.427 16334.4 9353.8 -25147.9 -70770.6 -87454.1 -31551.7 8707.58 -10583.7 -20525.7
internal_weight=0 1.62965e+06 1.18288e+06 823732 277700 155222 61515 93707 1682 59317 22796 9402 8855 8508 5278 2307 1397 1288 109 3230 13394 2433 2211 589 910 691 1258 336 2971 2113
internal_count=4318164 1629650 1182880 823732 277700 155222 61515 93707 1682 59317 22796 9402 8855 8508 5278 2307 1397 1288 109 3230 13394 2433 2211 589 910 691 1258 336 2971 2113
is_linear=0
shrinkage=0.1


Tree=1984
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 5 1 0 5 5 3 0 4 3 1 1 0 1 5 3 1 6 1 1 1 0 5 3 5
split_gain=1.82241e+12 1.14575e+13 3.19019e+13 2.98327e+14 1.46672e+14 3.90442e+14 2.23095e+14 1.64479e+14 1.57397e+14 1.40733e+14 1.58394e+14 1.25713e+14 2.3392e+14 2.0686e+14 1.48885e+14 1.24985e+14 2.30568e+14 1.7753e+14 1.23022e+14 1.15364e+14 1.11835e+14 1.97632e+14 2.25297e+14 2.30364e+14 1.70013e+14 2.16731e+14 1.68559e+14 2.0366e+14 1.60808e+14 1.18673e+14
threshold=38.781124500000011 55.820531900000013 55.784980300000008 37.314272700000011 37.642309100000013 37.832345550000007 48.945000000000007 37.889331900000009 55.812836050000008 107.05000000000001 137.05000000000004 5.5000000000000009 55.801980100000009 2.5000000000000004 32.500000000000007 37.542000650000013 37.516458750000005 55.812836050000008 37.712318250000003 58.995000000000012 13.500000000000002 37.475443250000005 1.5000000000000002 37.487839250000007 37.417247200000006 37.457850350000008 55.812836050000008 104.75000000000001 15.500000000000002 41.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 9 6 18 8 -7 15 -11 12 -8 -14 -13 16 20 -18 -6 -4 -5 24 23 -23 26 28 -22 29 -26 -28
right_child=-2 -3 3 4 5 7 11 -9 -10 10 -12 14 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=194.80825601431988 -42.76293527225554 -197.61131976711496 20673.054209988193 10761.460163370837 -23312.756020661851 -52628.834448520531 44737.9343113676 -2752.2062116383772 40677.834014892578 -107989.17801774506 105087.5474847561 48143.96419835947 -105918.89799892827 30644.18650337838 -1309.7678632030172 -11865.138034674492 53788.186919526517 -40330.958539153158 12205.544380185776 63288.263362904399 16201.439691411233 -33622.413354436321 29005.712988832984 -128303.00709158092 -107327.19415015244 -5724.902604629493 6561.6171911373094 255847.77034505212 99391.503824159052 -54104.01766955413
leaf_weight=603373 3012745 652611 2264 3752 1157 1228 564 10037 212 234 41 3825 277 185 724 10760 1298 237 6205 883 1176 874 354 364 41 633 443 24 458 1185
leaf_count=603373 3012745 652611 2264 3752 1157 1228 564 10037 212 234 41 3825 277 185 724 10760 1298 237 6205 883 1176 874 354 364 41 633 443 24 458 1185
internal_value=0 98.6916 394.905 2837.16 811.609 6139.85 18051.1 -7286.61 -38892 -5135.35 -76221.4 33141.6 1522.26 -51234.5 40273.1 -4230.28 3348.94 39256.4 6623.55 32630.2 -2575.18 -11588 -41344.4 -61460.6 374.698 33124.6 -12734.5 -33333 82406.6 -37596.1
internal_weight=0 1.30542e+06 652808 49435 46288 24414 12937 11477 1440 21874 275 5575 1026 462 4549 21599 10839 1535 7362 3147 9304 5552 1592 1238 3960 1132 2828 1652 499 1628
internal_count=4318164 1305419 652808 49435 46288 24414 12937 11477 1440 21874 275 5575 1026 462 4549 21599 10839 1535 7362 3147 9304 5552 1592 1238 3960 1132 2828 1652 499 1628
is_linear=0
shrinkage=0.1


Tree=1985
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 0 5 0 0 0 3 3 6 1 1 1 0 0 5 5 6 1 0 1 0 3 1 1 0 1
split_gain=1.92593e+12 8.01282e+12 2.50374e+13 1.27162e+14 1.03584e+14 6.6018e+13 6.03586e+13 6.03126e+13 5.50658e+13 5.34858e+13 1.17349e+14 1.4467e+14 1.11741e+14 1.0955e+14 1.01611e+14 9.555e+13 9.14993e+13 7.59565e+13 6.32283e+13 6.94817e+13 4.74575e+13 5.14004e+13 4.53957e+13 8.0668e+13 5.82999e+13 4.44679e+13 9.69685e+13 7.01825e+13 5.76556e+13 5.44296e+13
threshold=28.500000000000004 25.500000000000004 55.657530000000008 55.719391050000006 37.362912300000012 55.674875350000008 34.605000000000011 55.745923000000012 55.628356700000005 55.806974650000008 27.500000000000004 26.500000000000004 1.5000000000000002 37.692869000000009 37.503486000000002 37.516458750000005 55.826364100000013 55.751981950000008 36.995000000000012 97.050000000000011 1.5000000000000002 37.692869000000009 55.762622900000004 37.692869000000009 55.755036050000008 27.500000000000004 37.457850350000008 37.642309100000013 55.708120100000009 37.855187800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -6 -5 -3 10 11 15 17 14 -14 -9 18 -13 -11 -20 21 -12 23 24 -17 26 -8 28 -27 -28
right_child=-2 2 3 7 6 -7 25 9 -10 16 20 12 13 -15 -16 22 -18 -19 19 -21 -22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=-7.1887204234379247 -740.1208035204827 -1383.7374663161249 -141637.95535442073 -34842.140467602432 -31070.555317540322 12564.678324854653 -39102.768053768385 117202.69268183075 -75481.886908261149 24726.77440020354 10856.246007318608 -45099.173863569515 35268.503213778415 15867.774187911185 -206151.22809709821 20999.128228703645 2800.0234522714309 14006.717129700675 -36859.261547322923 98824.869951923087 146260.92831217448 85622.293490365846 -7043.3870939679155 70755.169534024331 -83392.405455942629 -48114.506770833337 98779.533846060323 288851.46465773811 123682.36672619049 -28004.461157852566
leaf_weight=4243674 34875 14310 41 434 62 86 85 113 101 230 174 332 22 57 84 435 19706 630 1169 39 60 195 391 352 61 24 257 21 105 39
leaf_count=4243674 34875 14310 41 434 62 86 85 113 101 230 174 332 22 57 84 435 19706 630 1169 39 60 195 391 352 61 24 257 21 105 39
internal_value=0 6.02615 1421.64 3322.62 44743.4 -37217.3 62296.5 2104.56 -1903.06 2771.29 15491.9 7128.95 -19364.5 -95928.4 -156045 29174.1 1022.99 -6391.57 -23329 -32478.7 63778.5 50366.8 21145.7 34143.3 8160.65 73198.1 55040.5 119319 91720.2 82074.9
internal_weight=0 4.28329e+06 39615 25204 720 127 593 24484 14411 24050 2906 2477 1125 163 106 1352 21144 962 1438 1208 429 369 1239 848 496 531 381 150 129 296
internal_count=4318164 4283289 39615 25204 720 127 593 24484 14411 24050 2906 2477 1125 163 106 1352 21144 962 1438 1208 429 369 1239 848 496 531 381 150 129 296
is_linear=0
shrinkage=0.1


Tree=1986
num_leaves=31
num_cat=0
split_feature=1 1 0 5 5 0 0 3 0 1 5 3 1 0 0 0 3 5 5 5 0 6 3 2 0 3 3 3 3 5
split_gain=1.69203e+12 1.81537e+13 4.56484e+13 6.82309e+13 4.43002e+13 8.54946e+13 1.81733e+14 1.96673e+14 1.53777e+14 1.29807e+14 1.1327e+14 1.15746e+14 1.15873e+14 2.51755e+14 3.41576e+14 2.34641e+14 1.65168e+14 1.49577e+14 1.9347e+14 4.93362e+14 1.26634e+14 1.4904e+14 1.2474e+14 1.08647e+14 9.04745e+13 1.29075e+14 8.98454e+13 8.28461e+13 9.47448e+13 7.94793e+13
threshold=37.615058950000012 37.516458750000005 56.501468900000013 84.030000000000015 40.205000000000005 55.885524800000006 55.795550600000006 23.500000000000004 55.551692500000009 37.582182450000005 94.040000000000006 3.5000000000000004 37.542000650000013 55.812836050000008 55.834684950000003 55.812836050000008 15.500000000000002 48.510000000000012 56.205000000000005 55.990000000000002 55.860536450000005 1.5000000000000002 21.500000000000004 12.500000000000002 55.820531900000013 13.500000000000002 19.500000000000004 2.5000000000000004 4.5000000000000009 80.815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 8 10 -6 -7 11 -8 15 16 17 -13 -14 -15 19 -19 21 26 -17 -12 -20 -26 -16 -10 -29 -24
right_child=-2 2 3 -5 5 9 7 -9 27 -11 23 12 13 14 20 22 -18 18 24 -21 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=-39.290734600319325 -31.441856611877412 -1554.1610259313102 -22195.150062495406 -199676.87941576086 -1112.3762407962533 7982.7254574720464 -255013.71656249999 12952.917308597462 -157802.13448275864 47814.742494559498 72843.653793646357 56587.207512352965 -35205.21720859388 -35349.98192537007 10504.911500499453 -30028.451668754962 -102532.84125757677 76429.27664116754 -33437.857914751839 454474.58875000005 -7512.6078218339753 -67458.676250279328 12949.835265082449 -120438.48797348485 -19314.610736443017 106703.69723371752 -58221.572581061773 82195.230073947198 10694.698494232187 -129823.61833007814
leaf_weight=770727 3448201 31611 372 23 20329 8615 20 3700 29 904 245 619 2244 190 612 1634 435 252 170 40 3091 977 1545 33 136 202 276 187 20705 40
leaf_count=770727 3448201 31611 372 23 20329 8615 20 3700 29 904 245 619 2244 190 612 1634 435 252 170 40 3091 977 1545 33 136 202 276 187 20705 40
internal_value=0 124.624 1397.68 -32529.5 1533.26 2984.95 1536.66 -7346.59 5081.56 11765.5 -13232.3 -14638.3 -14252.6 -20684.7 -9216.81 202.069 -46137.5 44409.7 63352.6 128216 -19929.1 -40507.9 -10640.6 49900.1 26068.7 55998.1 -10856 11100.2 11334.7 9346.72
internal_weight=0 869963 99236 395 98841 67230 57711 16461 41250 9519 12761 12483 12463 8625 5946 3838 2679 990 800 292 4956 1865 3219 278 508 338 888 20921 20892 1585
internal_count=4318164 869963 99236 395 98841 67230 57711 16461 41250 9519 12761 12483 12463 8625 5946 3838 2679 990 800 292 4956 1865 3219 278 508 338 888 20921 20892 1585
is_linear=0
shrinkage=0.1


Tree=1987
num_leaves=31
num_cat=0
split_feature=3 0 0 3 1 1 5 5 5 2 5 2 2 0 1 5 5 1 2 2 1 5 3 3 1 5 2 5 5 2
split_gain=2.23194e+12 6.93082e+12 1.66407e+13 1.35551e+13 1.71653e+13 2.23289e+13 2.10058e+13 2.91264e+13 4.04778e+13 1.80899e+13 1.84852e+13 1.37145e+13 2.45825e+13 1.28289e+13 1.44622e+13 1.4799e+13 3.9365e+13 2.05787e+13 6.98622e+13 5.18324e+13 3.85197e+13 3.27153e+13 4.13634e+13 3.0059e+13 2.66032e+13 2.26334e+13 2.19251e+13 1.99663e+13 4.52154e+13 1.93825e+13
threshold=28.500000000000004 55.885524800000006 56.802385350000009 33.500000000000007 37.516458750000005 37.533784800000006 80.00500000000001 78.010000000000005 76.730000000000018 26.500000000000004 93.00500000000001 32.500000000000007 30.500000000000004 55.806974650000008 37.777459000000007 42.605000000000011 42.895000000000003 37.487839250000007 5.5000000000000009 15.500000000000002 37.475443250000005 82.00500000000001 30.500000000000004 29.500000000000004 37.503486000000002 63.855000000000011 2.5000000000000004 63.455000000000005 72.010000000000005 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 -3 -6 7 8 11 10 -8 12 -7 -2 15 -15 -17 18 27 21 -21 22 25 24 -19 -20 -25 -18 -29 -22
right_child=1 2 -4 -5 5 6 9 -9 -10 -11 -12 -13 -14 14 -16 16 17 23 19 20 29 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=6.4872408923381704 -1175.5967038581819 22511.505216624904 230.79878028709132 18588.261772454116 -30470.495198651981 -6699.4298053653856 -54858.124913990825 44296.982934354259 -92439.90110795456 -126532.61555059525 9644.4048919270845 -56559.238185471753 43905.835250000004 10225.844911522561 89034.861289062508 -77198.592965745192 47782.006020220593 -126097.66472439235 -112207.55393749999 -1296.4861019698828 4128.8972656249998 -170012.51105468752 57039.902153862851 -45932.746324486827 11584.60754076087 4325.9107187500003 1230.2697509265679 204498.28579545455 26207.02396875 114905.15649065289
leaf_weight=4283289 19238 159 5936 179 507 2395 109 113 55 21 75 52 100 2256 20 65 68 36 50 169 22 20 36 102 23 25 2930 33 25 56
leaf_count=4283289 19238 159 5936 179 507 2395 109 113 55 21 75 52 100 2256 20 65 68 36 50 169 22 20 36 102 23 25 2930 33 25 56
internal_value=0 -796.752 -3067.68 -8268.15 -9608.72 -11099 -7735.5 -5404.89 -7563.35 -38601.9 -28566.3 -5730.52 -4671.16 78.3672 4142.34 3855.35 -71.382 1323.13 20059.9 -1435.52 25532.1 -52282.8 -31070.2 -1731.97 -72424.9 -73363.1 -356.349 84546 127649 83660.6
internal_weight=0 34875 9701 3765 3586 3427 2920 2715 2602 205 184 2547 2495 25174 5936 5916 3660 3595 504 378 247 131 111 3091 59 75 3032 126 58 78
internal_count=4318164 34875 9701 3765 3586 3427 2920 2715 2602 205 184 2547 2495 25174 5936 5916 3660 3595 504 378 247 131 111 3091 59 75 3032 126 58 78
is_linear=0
shrinkage=0.1


Tree=1988
num_leaves=31
num_cat=0
split_feature=3 0 5 1 1 3 5 4 0 0 0 0 5 3 2 5 5 5 1 1 2 5 5 0 5 5 2 5 1 3
split_gain=1.80787e+12 6.65382e+12 1.53318e+13 1.28104e+13 1.67435e+13 1.51451e+13 1.68437e+13 1.61172e+13 1.54129e+13 2.64328e+13 1.47619e+13 2.84966e+13 6.21527e+13 3.53046e+13 2.31343e+13 1.45679e+13 4.19349e+13 1.60741e+13 1.45598e+13 2.06663e+13 1.61891e+13 1.6102e+13 1.32057e+13 1.64391e+13 1.31838e+13 2.8763e+13 2.38243e+13 2.21418e+13 1.26644e+13 1.5277e+13
threshold=28.500000000000004 55.695992150000002 123.15000000000002 37.275078000000001 37.362912300000012 32.500000000000007 60.905000000000008 1.5000000000000002 47.208883950000008 47.297889100000013 55.664473600000008 55.56564190000001 67.520000000000024 31.500000000000004 5.5000000000000009 81.00500000000001 77.00500000000001 74.610000000000014 37.475443250000005 37.582182450000005 3.5000000000000004 59.510000000000012 87.395000000000024 54.708501450000007 91.050000000000011 85.020000000000024 16.500000000000004 89.00500000000001 55.957851400000003 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 18 -8 -9 -10 11 14 -13 15 -11 16 17 -14 20 -20 -6 -21 28 -24 25 -7 -26 -27 29 -16
right_child=1 -3 -4 4 5 24 7 8 9 10 -12 12 13 -15 22 -17 -18 -19 19 21 -22 -23 23 -25 26 27 -28 -29 -30 -31
leaf_value=5.8385165295961503 45263.410565370505 -1551.4186573672312 81393.358138020849 -46652.350244725894 65128.452725074407 5395.9523476342756 -61060.942912946433 92674.54226190476 -84927.040722656253 -34271.713935789005 -9901.8517128786425 163275.31484375001 12820.389133522729 -93491.056114130435 6633.04052238842 100663.51358366937 -65703.061241319447 105605.51624954579 -27289.44924007215 -3135.9083501780019 1065.9277616856461 -56477.499681375797 -34639.747095788043 58624.752155807779 15044.15669419372 94960.529190349582 -29967.183851523296 13298.872786458334 47503.720863882219 -53039.91161295573
leaf_weight=4283289 66 25552 24 73 42 4419 35 21 31 121 326 38 33 23 404 31 36 43 608 1386 649 59 23 106 206 64 274 69 65 48
leaf_count=4283289 66 25552 24 73 42 4419 35 21 31 121 326 38 33 23 404 31 36 43 608 1386 649 59 23 106 206 64 274 69 65 48
internal_value=0 -717.077 1569.64 1363.63 1049.82 1429.98 -3059.43 5935 7673.21 6329.07 8510.21 14691.8 47909.5 21500.4 5856.85 39995.6 23203.6 65317.2 -7595.97 -11822 4959.74 -5313.87 13373.2 41996.2 5112.86 6775 -10649.8 52594.7 6231.29 296.09
internal_weight=0 34875 9323 9299 9233 9160 4128 1384 1349 1328 1297 971 204 166 767 143 112 76 2744 2053 691 1445 646 129 5032 4552 480 133 517 452
internal_count=4318164 34875 9323 9299 9233 9160 4128 1384 1349 1328 1297 971 204 166 767 143 112 76 2744 2053 691 1445 646 129 5032 4552 480 133 517 452
is_linear=0
shrinkage=0.1


Tree=1989
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 5 1 1 4 1 0 3 1 6 5 3 5 1 3 5 3 5 5 2 6 1 3 5 3 5
split_gain=1.66572e+12 1.00218e+13 4.51806e+13 5.17157e+13 7.00635e+13 3.30222e+13 2.80179e+13 2.2863e+13 2.76522e+13 2.2502e+13 3.63516e+13 3.54122e+13 1.85819e+13 1.74576e+13 1.73136e+13 7.12128e+13 4.45889e+13 1.73037e+13 2.11664e+13 1.69224e+13 1.47512e+13 1.51286e+13 4.56457e+13 5.15468e+13 1.39446e+13 1.33077e+13 1.29669e+13 1.27077e+13 2.31589e+13 1.51812e+13
threshold=44.982728700000003 45.005863250000004 9.5000000000000018 39.047276750000002 94.040000000000006 142.05000000000004 38.959914000000005 39.021425200000003 1.5000000000000002 39.080602550000002 44.998833400000002 19.500000000000004 39.071052600000009 1.5000000000000002 43.005000000000003 23.500000000000004 40.905000000000008 39.110397700000007 16.500000000000004 33.395000000000003 4.5000000000000009 81.00500000000001 83.010000000000005 4.5000000000000009 1.5000000000000002 41.950906500000009 16.500000000000004 48.510000000000012 16.500000000000004 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 24 19 -4 -9 10 12 17 26 -13 15 -14 -17 18 -11 -2 -8 25 23 -23 -6 -22 -5 -12 29 -29
right_child=1 -3 3 9 5 -7 20 8 -10 11 27 13 14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-261.58139073268239 15872.902909323784 0.5784469105347928 5552.2304933574842 -2247.312797595599 -14972.999865722657 71590.915917968756 18916.546189108871 19834.307828568992 53796.4425270258 20559.200540267782 -7304.5864239963112 50004.458845579036 3999.5728366981748 14509.448628113516 -2081.2519179548485 3199.2823626893942 106154.4758458631 -4323.549048944019 861.56284717886251 -9612.4846440069759 9355.8661600885207 -5675.3555640811019 8734.3760002237068 -169994.24895089286 -72369.934999218749 -58548.724380387939 -14260.452770568629 -4109.8970368655146 -30181.368251104323 -55320.013615565142
leaf_weight=230447 327 4054519 568 2558 64 24 1515 791 344 744 2384 181 2466 591 3795 66 116 3686 2045 1282 6004 42 227 35 125 29 1385 873 869 62
leaf_count=230447 327 4054519 568 2558 64 24 1515 791 344 744 2384 181 2466 591 3795 66 116 3686 2045 1282 6004 42 227 35 125 29 1385 873 869 62
internal_value=0 14.7468 1745.14 -583.887 15168.2 -38903 7588.53 21931.1 30127.7 -1967 -4231.45 2586.9 -1060.05 22831.5 2248.9 8454.69 68819.1 173.18 6116.15 -4433.04 10051.9 7932.66 -13833.8 -80365.8 -52933.9 9029.46 -6466.99 -12096.4 -18428.7 -7505.65
internal_weight=0 4.08772e+06 33198 23737 1916 213 9461 1703 1135 21821 14574 7247 10386 772 6443 2648 182 6475 2789 1609 7852 6337 304 77 189 6033 3943 4188 1804 935
internal_count=4318164 4087717 33198 23737 1916 213 9461 1703 1135 21821 14574 7247 10386 772 6443 2648 182 6475 2789 1609 7852 6337 304 77 189 6033 3943 4188 1804 935
is_linear=0
shrinkage=0.1


Tree=1990
num_leaves=31
num_cat=0
split_feature=1 3 0 3 6 1 3 3 3 6 0 5 0 6 3 4 5 5 3 0 5 0 5 3 3 4 5 5 6 5
split_gain=1.62297e+12 1.27882e+13 2.31147e+13 4.96557e+13 9.03635e+13 5.46265e+13 4.02834e+13 7.56308e+13 8.84185e+13 4.26343e+13 4.21793e+13 4.05133e+13 5.14445e+13 5.0169e+13 6.67519e+13 8.55966e+13 5.56793e+13 3.58159e+13 6.78908e+13 3.50968e+13 9.72601e+13 3.26512e+13 7.80344e+13 3.90522e+13 5.0205e+13 3.48295e+13 6.00029e+13 4.57189e+13 3.13897e+13 3.02559e+13
threshold=30.207352000000004 3.5000000000000004 60.063729500000008 5.5000000000000009 1.5000000000000002 30.102666750000001 15.500000000000002 13.500000000000002 12.500000000000002 1.5000000000000002 60.693675950000006 59.245000000000012 60.693675950000006 1.5000000000000002 7.5000000000000009 2.5000000000000004 68.00500000000001 62.995000000000012 4.5000000000000009 60.693675950000006 86.810000000000016 60.017447350000005 118.33500000000002 4.5000000000000009 16.500000000000004 2.5000000000000004 73.010000000000005 93.00500000000001 1.5000000000000002 55.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 4 5 29 7 8 11 -8 -9 -5 13 -13 15 -15 -16 -6 -19 20 -20 -3 23 25 -25 26 28 -27 -23 -4
right_child=-2 2 3 6 17 -7 9 10 -10 -11 -12 12 -14 14 16 -17 -18 18 19 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-5128.2354267013407 -8.831423239246206 565.03758059113534 56411.652432291667 8498.7447341236712 -228.32124915725004 -76099.149479166663 -45549.710391438806 97167.622954331644 -139650.53554687501 25753.374236632913 -34256.748191615516 4452.7127313910596 3775.4791595158322 264493.21255580359 11168.417071472773 41118.666958512935 130963.18702256946 36781.787573563422 -111234.64080524688 -20892.746142578126 104822.62080078125 -64173.395591517852 -120715.51168323866 -29596.121183776857 19694.330839269303 183651.77025669644 -96366.476105385635 20900.560546875 52320.148208411658 154060.01176136365
leaf_weight=3959 4230377 77685 75 917 1996 21 180 191 35 157 28 90 203 42 101 29 63 114 158 185 24 28 66 860 272 28 47 45 133 55
leaf_count=3959 4230377 77685 75 917 1996 21 180 191 35 157 28 90 203 42 101 29 63 114 158 185 24 28 66 860 272 28 47 45 133 55
internal_value=0 425.578 687.872 7529.11 -1552.89 73550.3 19251.8 25516.4 17400.4 -12331.4 80364.5 21204.4 43270.9 67940.3 92254.7 173256 57187.1 -6131.24 -30626.5 -51565.4 -82743.6 284.816 -14433.9 -9469.59 -17752.5 23897.8 3040.87 83325.7 32060.4 97724.4
internal_weight=0 87787 83828 4664 2628 151 2036 1699 1480 337 219 1445 528 325 235 71 164 2477 481 367 182 79164 1479 1413 1132 281 208 73 161 130
internal_count=4318164 87787 83828 4664 2628 151 2036 1699 1480 337 219 1445 528 325 235 71 164 2477 481 367 182 79164 1479 1413 1132 281 208 73 161 130
is_linear=0
shrinkage=0.1


Tree=1991
num_leaves=31
num_cat=0
split_feature=2 0 5 3 5 2 0 5 5 0 0 5 1 0 5 3 0 5 1 5 0 5 5 0 5 5 5 1 5 1
split_gain=1.61193e+12 1.09497e+13 3.77651e+13 4.18523e+13 2.04434e+13 1.00866e+13 1.46724e+13 2.54163e+13 3.69855e+13 3.44376e+13 2.82717e+13 2.35131e+13 2.75062e+13 2.38358e+13 3.23458e+13 2.29582e+13 5.04761e+13 1.92249e+13 1.74174e+13 1.71257e+13 1.64636e+13 1.28042e+13 1.96757e+13 2.60012e+13 2.82542e+13 1.78578e+13 1.64306e+13 1.49105e+13 1.24558e+13 1.21402e+13
threshold=19.500000000000004 43.592450450000008 110.05000000000001 24.500000000000004 60.610000000000007 20.500000000000004 55.695992150000002 125.85000000000001 120.05000000000001 51.636650050000007 45.053747000000008 112.04500000000002 41.950906500000009 55.68356880000001 73.995000000000019 20.500000000000004 55.899899800000007 65.50500000000001 39.080602550000002 88.015000000000015 55.043101600000007 46.405000000000008 55.990000000000002 55.801980100000009 71.715000000000018 53.705000000000005 89.00500000000001 37.533784800000006 107.05000000000001 65.520339550000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 11 10 18 13 -13 28 -15 16 21 -17 -9 -18 -11 27 25 -24 -25 -23 -26 -8 -3 -19
right_child=1 5 -4 -5 -6 -7 15 9 -10 20 -12 12 -14 14 -16 17 19 29 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=9.3835497310007501 44568.326426977044 -4217.0848010890868 -76132.224107142858 -60059.315546875005 143043.44313766892 76.822770604315423 73074.75470861487 -77238.146381578947 106109.47562500002 -174797.59218750001 61255.34761029412 -125393.42891741073 2881.9494384765626 -19585.679080800935 -129405.40611213236 -3742.3560114897818 1657.4174017365722 4784.9527732165589 25856.16814070992 -66811.702709334946 -56400.157574728262 57268.497437500002 80323.712237483196 -70418.589611816409 93900.354931640628 179364.34707880436 -18362.86864346591 -2095.6405793563181 48533.856041666673 37795.935924145298
leaf_weight=4218655 49 8471 28 25 37 78856 37 57 30 24 34 35 32 127 34 8160 577 2330 23 39 23 25 93 32 32 23 22 92 45 117
leaf_count=4218655 49 8471 28 25 37 78856 37 57 30 24 34 35 32 127 34 8160 577 2330 23 39 23 25 93 32 32 23 22 92 45 117
internal_value=0 -397.813 27649.4 53828.6 86935.5 -437.046 -2412.36 -5456.84 -4734.37 -44829.5 -15133.3 -5114.66 -64127.6 -4658.99 -42777.4 -63.0701 14646.4 -1411.01 -47598.5 -2677.48 -116858 44622.5 58919.1 43673.4 4039.92 115773 48163.5 19464.9 -3938.34 6363.33
internal_weight=0 99509 139 111 86 99370 20514 8935 8774 161 114 8744 67 8677 161 11579 972 10607 80 616 47 356 227 179 86 48 54 129 8516 2447
internal_count=4318164 99509 139 111 86 99370 20514 8935 8774 161 114 8744 67 8677 161 11579 972 10607 80 616 47 356 227 179 86 48 54 129 8516 2447
is_linear=0
shrinkage=0.1


Tree=1992
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 1 1 3 3 1 6 0 0 0 3 1 1 1 0 1 0 0 0 0 6 3 1 3 0 0
split_gain=1.53724e+12 6.92312e+13 2.48892e+13 2.20701e+13 3.65531e+13 7.41547e+13 6.03735e+13 4.17444e+13 4.0838e+13 4.00377e+13 3.59665e+13 4.65307e+13 5.07883e+13 3.71453e+13 5.26123e+13 3.3651e+13 6.74603e+13 6.69968e+13 4.39512e+13 3.36499e+13 4.49586e+13 3.32592e+13 3.31505e+13 2.6182e+13 2.37962e+13 2.27345e+13 2.17691e+13 2.13841e+13 3.07611e+13 4.07149e+13
threshold=71.00500000000001 70.00500000000001 82.991167100000027 70.50500000000001 13.500000000000002 30.323743050000001 30.259484550000003 16.500000000000004 14.500000000000002 37.214886200000009 1.5000000000000002 59.963407450000012 59.932719750000011 59.939091550000008 16.500000000000004 37.475443250000005 37.889331900000009 35.911716050000003 55.745923000000012 30.434657650000002 59.853570100000006 59.916647550000008 55.777112100000004 55.812836050000008 1.5000000000000002 25.500000000000004 30.451272450000005 14.500000000000002 55.751981950000008 55.695992150000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 23 21 11 12 15 14 -14 17 22 19 -19 20 -5 26 27 24 -7 -12 -10 28 29 -17
right_child=-2 2 -4 10 5 8 7 -9 9 -11 25 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.759870247519807 140.70248279129683 -4451.5472838115174 5326.0972075993777 20439.477953657672 -19727.531725622106 -109351.44012858074 -184657.49089912281 -64662.05927568856 14739.817304951437 -14440.112055046018 -6353.537000638602 -44764.895986432573 163313.55133928571 6626.3374255952385 -8821.7359675480766 32241.042777193514 2154.3111317875992 -15818.868782107824 -75717.36624173251 51786.805338071266 -65192.404852941181 -18817.933782470704 72578.862201370022 -12901.836072406571 -25873.125737028302 -59845.669877929686 88523.067542205463 5972.1030287275435 -40827.870572916669 174253.92320075759
leaf_weight=3633634 658145 4758 2096 220 108 96 57 59 74 2856 11601 187 56 63 26 52 2311 403 176 173 85 100 207 97 53 80 87 247 24 33
leaf_count=3633634 658145 4758 2096 220 108 96 57 59 74 2856 11601 187 56 63 26 52 2311 403 176 173 85 100 207 97 53 80 87 247 24 33
internal_value=0 -25.3011 -5129.19 -6031.42 -10198 -17820.5 -73531.7 -123625 -14109.7 -11014 -3850.64 4011.35 6249.12 64370 108734 4105.26 9716.28 -11151.2 -34026.4 16557.4 -3425.15 26476.9 40756.6 -53335.3 -79657.8 -6719.89 54610.3 22253.2 59147.2 87375.5
internal_weight=0 3.66002e+06 26385 24289 8345 3587 224 116 3363 3117 15944 4263 4076 145 82 3931 2874 1057 579 478 305 261 563 246 149 11681 161 356 109 85
internal_count=4318164 3660019 26385 24289 8345 3587 224 116 3363 3117 15944 4263 4076 145 82 3931 2874 1057 579 478 305 261 563 246 149 11681 161 356 109 85
is_linear=0
shrinkage=0.1


Tree=1993
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 3 4 5 3 5 5 5 3 0 3 3 5 3 0 1 1 6 5 1 4 5 0 0 3 1
split_gain=1.62329e+12 9.79189e+12 3.08123e+13 4.19362e+13 2.84215e+13 4.53071e+13 3.33567e+13 2.44148e+13 2.41933e+13 2.83704e+13 2.28172e+13 2.2484e+13 1.94037e+13 1.91656e+13 4.67475e+13 1.90796e+13 1.96756e+13 2.10468e+13 1.895e+13 8.70289e+13 5.67098e+13 3.50237e+13 4.40679e+13 3.48397e+13 3.28705e+13 2.70384e+13 3.58116e+13 2.35207e+13 9.17239e+13 6.26737e+13
threshold=83.000022850000008 53.37994195000001 53.310923100000004 83.691301500000009 83.761389800000003 10.500000000000002 3.5000000000000004 52.710000000000008 6.5000000000000009 96.015000000000015 161.85000000000002 112.04500000000002 11.500000000000002 53.355366400000001 9.5000000000000018 9.5000000000000018 59.810000000000009 6.5000000000000009 54.736324100000012 86.192907650000009 84.920232800000022 1.5000000000000002 76.00500000000001 91.910414550000013 1.5000000000000002 73.405000000000015 54.194619400000008 54.920670650000005 11.500000000000002 83.053286850000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 11 -6 9 -8 12 15 -7 -9 -15 16 -4 -18 19 20 21 25 -23 24 -21 -3 -27 28 -20 -30
right_child=1 18 4 -5 7 10 8 13 -10 -11 -12 -13 -14 14 -16 -17 17 -19 27 23 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=23.062660371579476 -15654.422961564153 7958.6957336089199 5001.509543573814 -183.29317819100771 3193.264699773415 -20256.96165794252 1107.8789660997627 10242.129092274699 -23410.193347369801 111035.29441105771 -67758.287993421065 -75135.832924107148 -2837.2617755987922 10166.08133014285 62150.197147483392 9707.1053657176653 7335.7330863228563 -10619.417693218706 803.02954670880422 7999.8662894379468 -32570.349427934125 -7997.2739903641113 -47611.15402925689 -28181.878462556222 -867.38965370376854 -3057.4091125488285 141406.79983108109 -347.82609230773346 -1657.2539636884417 35653.986147975083
leaf_weight=3782924 1803 544 10068 61995 5154 697 242 3362 722 26 57 35 7744 513 261 6083 1001 1877 15990 5700 1012 8871 290 403 15682 32 37 383003 672 1364
leaf_count=3782924 1803 544 10068 61995 5154 697 242 3362 722 26 57 35 7744 513 261 6083 1001 1877 15990 5700 1012 8871 290 403 15682 32 37 383003 672 1364
internal_value=0 -163 720.428 -620.524 2981.15 1417.9 4011.02 7785.63 -13886 11772.5 -4701.47 4940.42 -4275.66 13508.3 27695.6 5087.71 2917.17 -4374.42 -370.084 -2689.78 -10036 -7702.81 -9251.29 947.42 1496.44 15438.4 74408.9 -181.682 3348.43 23339.1
internal_weight=0 535240 101640 63798 37842 28552 20054 9290 990 268 8498 19064 8441 4136 774 19029 12946 2878 433600 32571 10786 9774 9161 21785 21382 613 69 401029 18026 2036
internal_count=4318164 535240 101640 63798 37842 28552 20054 9290 990 268 8498 19064 8441 4136 774 19029 12946 2878 433600 32571 10786 9774 9161 21785 21382 613 69 401029 18026 2036
is_linear=0
shrinkage=0.1


Tree=1994
num_leaves=31
num_cat=0
split_feature=2 5 3 4 2 0 0 5 1 5 1 5 1 5 5 5 5 1 0 1 0 0 6 5 1 3 1 3 1 0
split_gain=1.47545e+12 5.68726e+12 1.10001e+13 5.02555e+12 4.88473e+12 1.91977e+13 3.68143e+13 2.88115e+13 2.84502e+13 4.55313e+13 2.89156e+13 3.07659e+13 2.72002e+13 2.65617e+13 2.25068e+13 2.85813e+13 2.06109e+13 2.50473e+13 2.05083e+13 1.71453e+13 1.6248e+13 1.53138e+13 1.51642e+13 1.43612e+13 1.35848e+13 1.32505e+13 1.29173e+13 1.26504e+13 1.02434e+13 1.18267e+13
threshold=26.500000000000004 21.015000000000004 32.500000000000007 1.0000000180025095e-35 24.500000000000004 55.061033200000004 55.050600750000008 57.005000000000003 38.984911950000004 62.015000000000008 39.110397700000007 87.395000000000024 45.148007750000012 57.995000000000012 54.710000000000008 55.005000000000003 107.05000000000001 82.933113850000026 55.899899800000007 82.940215400000014 55.664473600000008 55.07108800000001 1.5000000000000002 54.035000000000004 30.502469200000004 28.500000000000004 82.933113850000026 35.500000000000007 39.767857750000005 55.034903650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 8 14 9 -6 -10 26 -13 -8 23 18 22 -18 -16 -19 -17 -9 -14 27 -22 -26 28 -7 -12 -30
right_child=1 -3 3 -5 5 7 13 21 10 -11 11 12 16 -15 15 20 17 19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=3.0723242239805497 -72125.592214439661 1886.1480800984989 7975.4732417268579 -27012.975886194032 -5715.5854519314234 -391.31157251157265 20847.604520089288 -91318.778682454431 -37505.970837185647 190613.25223214287 -6746.2197502507397 115567.93669433595 36815.597892197984 181873.38937500003 124761.17710193452 -28636.760010368442 -71350.409295819263 86260.535055443557 13053.474735966436 7811.7887343750008 -19959.746902669271 -11145.792732378679 122466.96445312501 -40476.879565949144 49961.473653556481 -3365.1022854477615 -10227.775103157592 -41776.495234375005 17930.810842265146 -31750.593890850363
leaf_weight=4299425 29 7130 106 67 27 4864 21 24 169 21 370 32 149 20 42 81 37 31 27 275 60 3261 24 94 153 67 821 75 610 52
leaf_count=4299425 29 7130 106 67 27 4864 21 24 169 21 370 32 149 20 42 81 37 31 27 275 60 3261 24 94 153 67 821 75 610 52
internal_value=0 1417.37 -15129.3 -5574.97 -2.4107 -2069.02 5372.03 -4330.77 3899.53 80178.3 2474.87 5289.01 26104.5 99396.8 119.438 22078.8 20556.4 6362.55 81049.5 15759.2 10807.4 -11731.5 48697.9 -1756.69 22218.1 33721.1 -866.887 -1019.76 6580.1 14028.3
internal_weight=0 7332 202 173 4.31083e+06 11407 2659 8748 2618 48 2570 2401 548 41 5463 430 516 343 69 306 361 3285 173 5033 280 220 1853 4939 1032 662
internal_count=4318164 7332 202 173 4310832 11407 2659 8748 2618 48 2570 2401 548 41 5463 430 516 343 69 306 361 3285 173 5033 280 220 1853 4939 1032 662
is_linear=0
shrinkage=0.1


Tree=1995
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 5 0 5 2 5 0 5 3 3 2 3 0 3 1 0 2 1 5 0 5 0 0 3 5 2
split_gain=1.46137e+12 1.71445e+13 1.01676e+14 2.36409e+14 2.92388e+14 1.59903e+14 3.55943e+14 2.90744e+14 2.05129e+14 1.376e+14 1.25304e+14 6.54794e+14 4.61651e+14 2.43701e+14 2.53016e+14 1.24175e+14 1.17021e+14 1.43154e+14 1.09112e+14 1.94405e+14 1.48439e+14 1.07699e+14 1.04579e+14 1.20109e+14 9.96494e+13 9.95709e+13 9.78614e+13 1.66829e+14 1.42673e+14 1.1666e+14
threshold=37.615058950000012 37.582182450000005 1.5000000000000002 55.708120100000009 55.674875350000008 51.405000000000008 55.769960200000007 35.505000000000003 8.5000000000000018 53.005000000000003 55.769960200000007 71.00500000000001 8.5000000000000018 17.500000000000004 8.5000000000000018 8.5000000000000018 55.551692500000009 12.500000000000002 37.597123000000003 55.745923000000012 1.5000000000000002 37.597123000000003 47.815000000000005 55.719391050000006 47.815000000000005 55.535913550000011 55.68356880000001 17.500000000000004 74.610000000000014 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 7 -5 15 -4 11 13 -13 14 18 21 25 -18 20 -20 -7 -9 23 -17 -23 -11 29 28 -28 -6
right_child=-2 2 3 5 26 10 -8 8 -10 16 -12 12 -14 -15 -16 22 17 -19 19 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=27.347787038103146 -29.220263716942952 -4502.060141226073 -5584.6023184556052 39750.457201266923 -50982.864529302606 256237.53579545455 17219.494556622329 181610.45265438 -55235.58606770834 12564.542702744307 10413.362299915869 -100669.78400691107 -566519.14375000005 252513.90768914475 -334857.17445652175 68516.64830729166 -964.03314196842121 53304.201663422165 15669.154293291285 -246998.83495065791 16755.998098958335 -47693.785012335531 36264.141826923078 287951.85504315351 195211.46067708335 -41082.021840107336 -46104.734624930927 252368.0498511905 107504.77316524622 -158855.93888094192
leaf_weight=836731 3448201 13127 6616 637 341 33 3949 94 45 1475 2690 52 36 38 23 30 754 1368 109 38 120 57 26 148 24 452 721 21 66 142
leaf_count=836731 3448201 13127 6616 637 341 33 3949 94 45 1475 2690 52 36 38 23 30 754 1368 109 38 120 57 26 148 24 452 721 21 66 142
internal_value=0 115.818 2343.36 6812.89 -2139.51 19947.6 31035.6 82458.6 146622 3301.38 2250.65 -46652.9 -291245 12970.5 -15211.1 170589 17820.9 34021.3 9295.14 -52231.4 68408.9 108788 223604 250968 24278.1 -18.8757 -47086.9 -25800.1 -33222.6 -82697.1
internal_weight=0 869963 33232 20105 11956 8149 5010 1061 424 10665 3139 449 88 361 323 379 4049 2122 300 147 153 175 204 178 81 1927 1291 808 787 483
internal_count=4318164 869963 33232 20105 11956 8149 5010 1061 424 10665 3139 449 88 361 323 379 4049 2122 300 147 153 175 204 178 81 1927 1291 808 787 483
is_linear=0
shrinkage=0.1


Tree=1996
num_leaves=31
num_cat=0
split_feature=1 1 5 0 1 4 5 0 3 0 3 1 3 1 0 0 0 0 2 1 3 5 0 0 3 0 0 0 1 0
split_gain=1.49909e+12 2.64859e+13 4.73507e+13 7.05458e+13 7.36645e+13 5.25369e+13 4.91403e+13 4.7185e+13 8.58125e+13 6.74603e+13 6.80908e+13 7.33182e+13 7.43754e+13 6.57901e+13 5.98328e+13 6.77874e+13 5.70687e+13 5.32016e+13 5.08665e+13 5.27103e+13 6.5476e+13 9.2363e+13 7.12023e+13 1.10477e+14 5.5118e+13 6.37785e+13 1.3743e+14 7.63653e+13 5.38081e+13 6.77236e+13
threshold=49.073956850000009 50.227799100000006 47.815000000000005 55.842510000000011 49.236330900000006 1.5000000000000002 13.050000000000002 53.310923100000004 19.500000000000004 53.145783300000012 9.5000000000000018 50.158868250000005 4.5000000000000009 49.148175700000003 55.762622900000004 55.751981950000008 55.784980300000008 55.806974650000008 1.5000000000000002 49.201680550000006 18.500000000000004 112.04500000000002 55.795550600000006 55.801980100000009 9.5000000000000018 55.820531900000013 55.812836050000008 55.801980100000009 49.111504200000006 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 -5 -2 -7 9 18 -4 11 12 -11 16 15 -15 -10 -16 -9 20 24 22 -22 -24 -20 26 27 28 -26 -30
right_child=1 -3 3 4 -6 6 -8 8 13 10 -12 -13 -14 14 17 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-52.525156662384006 936.66308615613855 -46.210345577814778 -8355.2767297815499 25347.630769666881 2201.1271715914459 57717.544715447155 -5712.8685995087171 9107.4435748664255 85943.641541245408 -1457.4726478124439 4657.225837673479 7124.4672959095979 41340.287334240478 4955.8048229511023 -11216.310517030048 53731.899554176634 19616.263844339501 83573.368280929819 -1330.4972745186642 -5915.1998331909926 -15834.411353805674 105409.21743303572 68574.585760771341 -5786.8555209992046 -4713.1588659996924 -6025.1006103255459 45547.292174484341 -40637.951596820087 9761.9311425895794 39552.547005300512
leaf_weight=2406059 62020 1752533 2538 2791 2710 123 17380 4892 136 523 10265 2494 1816 1065 2019 389 2810 61 11605 17573 4361 70 268 785 1874 2346 1102 313 4316 927
leaf_count=2406059 62020 1752533 2538 2791 2710 123 17380 4892 136 523 10265 2494 1816 1065 2019 389 2810 61 11605 17573 4361 70 268 785 1874 2346 1102 313 4316 927
internal_value=0 66.094 1299.5 3016.43 13944.8 -428.789 -5267.12 2210.01 809.516 6729.47 9265.24 19052.4 31770.7 11642.3 2442.53 18005.3 22678.2 -8436.42 -582.383 -1623.28 1073.53 -8723.54 -10199.2 13138.9 3463.21 8577.29 12592.4 7704.65 9830.72 15029.1
internal_weight=0 1.9121e+06 159572 80049 5501 79523 17503 74548 56912 17636 15098 4833 2339 6480 3534 1454 2946 2080 50432 45540 27967 5484 5414 1053 22483 10878 8532 7430 7117 5243
internal_count=4318164 1912105 159572 80049 5501 79523 17503 74548 56912 17636 15098 4833 2339 6480 3534 1454 2946 2080 50432 45540 27967 5484 5414 1053 22483 10878 8532 7430 7117 5243
is_linear=0
shrinkage=0.1


Tree=1997
num_leaves=31
num_cat=0
split_feature=5 6 2 3 2 3 4 1 1 3 3 4 1 3 1 0 4 1 1 0 5 4 0 3 0 3 3 1 1 3
split_gain=1.55776e+12 8.2605e+12 8.79207e+12 1.18545e+13 1.69222e+13 8.62525e+12 1.48784e+13 7.68814e+12 8.06029e+12 7.09705e+12 6.98811e+12 6.78659e+12 1.21559e+13 9.07299e+12 7.60696e+12 8.27301e+12 8.36683e+12 1.0263e+13 6.695e+12 7.07972e+12 6.15658e+12 4.50031e+13 2.67989e+13 1.20825e+13 1.21696e+13 8.40504e+12 7.63593e+12 8.97369e+12 2.36135e+13 5.97959e+12
threshold=16.850000000000005 1.5000000000000002 13.500000000000002 18.500000000000004 18.500000000000004 10.500000000000002 1.5000000000000002 61.396377350000009 83.000022850000008 15.500000000000002 4.5000000000000009 1.0000000180025095e-35 30.502469200000004 2.5000000000000004 39.739656000000004 55.806974650000008 2.5000000000000004 37.66934650000001 39.739656000000004 55.657530000000008 18.050000000000004 1.5000000000000002 53.37994195000001 5.5000000000000009 43.642715500000008 5.5000000000000009 14.500000000000002 82.888608650000023 82.907204800000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 18 -5 7 -7 -1 -9 -8 11 -3 -13 -14 15 16 17 -15 19 -4 21 23 -23 24 -2 -24 27 -25 -29 -28
right_child=20 2 3 4 -6 6 9 8 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22 22 25 26 -26 -27 29 28 -30 -31
leaf_value=27441.35117544992 -13871.601525920287 -3146.8693144514455 -30684.19330654457 99251.251372466213 -2772.3675907529632 7080.8048141682948 -85439.083642578131 -7106.0073234450656 23215.206936870807 -22423.447014508929 -2305.4530990239205 73179.030483217604 -1715.5629320891753 66739.441915760865 5768.3981888530416 -12167.781552181605 73264.47808105468 14496.770216280744 48097.232617187503 29331.572844827591 -1.8404072661568585 17815.661223493305 -78957.746875000012 -1423.6516313578009 6963.0846532495316 -161221.60543478263 36922.81562205169 -61767.944098165761 -3524.2140470918239 4338.2961656916805
leaf_weight=280 295 1159 61 37 29 300 24 213 149 70 16826 27 891 46 642 53 40 206 24 29 4286109 21 27 3261 5646 23 59 92 286 1239
leaf_count=280 295 1159 61 37 29 300 24 213 149 70 16826 27 891 46 642 53 40 206 24 29 4286109 21 27 3261 5646 23 59 92 286 1239
internal_value=0 -857.004 -1306.48 20695.1 54422.7 7850.51 -3796.8 14998.5 5374.27 -38512.5 -1505.59 2886.88 6557.8 5599.99 12204 24179.8 30777.2 24033.1 1168.54 -11345.8 4.20938 2372.46 -76983.5 2890.42 5928.54 -116799 -765.548 -3114.35 -17699.9 5819.41
internal_weight=0 21106 20070 180 66 1036 394 642 362 94 19890 3064 1905 1878 987 345 292 252 114 90 4.29706e+06 10949 71 10878 5941 50 4937 3639 378 1298
internal_count=4318164 21106 20070 180 66 1036 394 642 362 94 19890 3064 1905 1878 987 345 292 252 114 90 4297058 10949 71 10878 5941 50 4937 3639 378 1298
is_linear=0
shrinkage=0.1


Tree=1998
num_leaves=31
num_cat=0
split_feature=3 4 5 1 0 1 0 0 0 5 5 5 0 1 1 5 1 4 5 0 0 1 5 5 1 5 5 0 5 1
split_gain=1.51474e+12 7.57818e+12 1.91433e+13 2.25407e+13 3.77133e+13 3.25892e+13 2.58297e+13 1.27746e+13 1.13968e+13 1.03957e+13 1.4156e+13 1.10038e+13 1.01836e+13 1.0918e+13 1.19772e+13 1.00196e+13 1.38811e+13 2.60745e+13 1.29445e+13 3.58766e+13 9.98004e+12 9.33243e+12 3.92744e+13 1.2183e+13 2.16293e+13 1.43465e+13 9.32188e+12 1.07131e+13 8.57022e+12 1.1444e+13
threshold=2.5000000000000004 2.5000000000000004 55.990000000000002 30.468306550000005 54.736324100000012 30.388336800000001 59.950068600000009 46.672631750000008 44.226894250000008 54.035000000000004 63.855000000000011 63.455000000000005 45.254062050000009 37.417247200000006 38.096381250000007 161.85000000000002 43.048525950000005 3.5000000000000004 142.05000000000004 44.732363600000006 44.039893800000009 39.666208800000007 74.610000000000014 95.020000000000024 45.148007750000012 76.00500000000001 88.015000000000015 59.863160500000006 88.015000000000015 50.158868250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 -4 6 26 12 21 -9 11 -11 15 -14 -15 18 17 -17 -3 -20 -1 22 -5 25 -25 -23 27 -6 -12 -30
right_child=-2 7 3 8 5 -7 -8 9 -10 10 28 -13 13 14 -16 16 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=6997.8247956101186 -9.7113494696234994 -118.92339458078715 150348.19090909092 135366.86960937499 -52424.034236111118 112147.82700892858 48915.306627383477 -1108.2890937987238 -7810.3084504582002 6944.8781835202944 357.70711482202375 41385.798900847738 17240.312170161033 -41348.522925054829 -8662.0262351746842 -29630.617692057294 -8677.3405045572927 97173.524789062503 -117617.78664772728 33480.069244791666 90.99644571202478 3896.4094774434852 -50137.548208763488 107814.88852370689 -10560.530829782198 -55373.54308524754 -91383.454563210238 17800.250930059523 74.502824905750373 13245.815432047528
leaf_weight=2155 4205107 6508 22 25 45 28 59 5343 5678 7071 9349 94 147 122 1382 24 60 50 33 30 71635 364 21 29 33 46 22 42 1290 1350
leaf_count=2155 4205107 6508 22 25 45 28 59 5343 5678 7071 9349 94 147 122 1382 24 60 50 33 30 71635 364 21 29 33 46 22 42 1290 1350
internal_value=0 361.209 -162.781 -5402.95 26201.4 12266.5 -4380.38 1640.43 -6514.91 2792.1 3880.11 7396.72 -1735.9 -8771.12 -11313.5 -3.58499 27066.4 56047.9 -555.614 -45666.4 292.707 7684.42 50680.1 3494.16 44808.6 -2753.39 -33228.5 -18522.7 1778.48 6809.83
internal_weight=0 113057 80204 6414 218 196 168 32853 6196 24497 19154 7165 8356 1651 1504 6705 134 74 6571 63 73790 518 46 472 62 410 109 87 11989 2640
internal_count=4318164 113057 80204 6414 218 196 168 32853 6196 24497 19154 7165 8356 1651 1504 6705 134 74 6571 63 73790 518 46 472 62 410 109 87 11989 2640
is_linear=0
shrinkage=0.1


Tree=1999
num_leaves=31
num_cat=0
split_feature=3 2 6 1 1 0 0 0 1 0 5 1 0 5 5 1 1 1 5 5 0 0 5 4 5 5 5 1 0 1
split_gain=1.46157e+12 1.46915e+13 1.59748e+13 1.89912e+13 2.63362e+13 3.02917e+13 2.40899e+13 1.76382e+13 2.24169e+13 1.95801e+13 1.53593e+13 1.77875e+13 3.19669e+13 4.6983e+13 5.31599e+13 5.7196e+13 3.04581e+13 2.52772e+13 3.11985e+13 2.41841e+13 2.25203e+13 5.15731e+13 3.91574e+13 3.82795e+13 3.8822e+13 2.94656e+13 2.66941e+13 2.62932e+13 2.44164e+13 3.66908e+13
threshold=4.5000000000000009 3.5000000000000004 1.5000000000000002 38.058342000000003 30.362552800000003 60.017447350000005 58.000519000000004 59.939091550000008 30.305955500000003 59.820733200000006 59.510000000000012 65.520339550000017 55.055104550000003 137.05000000000004 101.05000000000001 83.00362155000002 82.911991800000024 82.911991800000024 66.50500000000001 76.00500000000001 54.194619400000008 56.501468900000013 81.00500000000001 2.5000000000000004 107.05000000000001 177.02500000000003 78.010000000000005 37.314272700000011 59.853570100000006 60.479177250000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -5 8 9 -3 -4 20 13 14 17 -16 19 -13 -19 -14 -12 22 26 24 -24 -25 -22 -27 29 -23
right_child=-2 2 10 6 -6 -7 -8 -9 -10 -11 11 12 16 -15 15 -17 -18 18 -20 -21 21 28 23 25 -26 27 -28 -29 -30 -31
leaf_value=11.000719981675761 17.870668686261229 4481.6221323242189 -1512.8373726067309 -4820.0280523802949 21403.960854403966 -109790.407635272 42696.759161538997 73338.669609374992 -31084.974926631316 95205.783145254638 -708.69475861272508 -62907.430028708586 9845.4378627232145 -126272.71459350587 140809.45866350445 -45069.601812500005 7394.7075912722494 -29667.701589328641 15212.909090419324 92536.229384422302 -17878.953673119617 17535.353691774824 -138512.72604549633 -39049.51461454972 19980.467578125001 -14161.562669836958 24433.612799401199 116787.79327445652 -12057.323284096019 -26017.257423768337
leaf_weight=337917 3945856 200 22327 1912 1055 27 113 30 193 27 2480 83 56 32 49 25 309 273 358 96 1391 919 68 690 20 46 167 23 1177 245
leaf_count=337917 3945856 200 22327 1912 1055 27 113 30 193 27 2480 83 56 32 49 25 309 273 358 96 1391 919 68 690 20 46 167 23 1177 245
internal_value=0 -189.4 -2158.48 4187.04 12587.8 -6911.32 -2168.47 -738.577 -6029.81 15272.6 -2890.5 -6506.24 4354.1 -7490.46 -2666.82 78012.5 25422.5 -11028.5 -4204.53 62071.2 -8431.53 -12467.1 -22751.7 -40057.5 -102492 -32818.8 -13343.5 29488.2 -1901.2 8368.35
internal_weight=0 372308 34391 3557 1532 477 2025 450 420 227 30834 8507 1281 820 788 74 461 714 631 152 7226 4746 2405 847 88 759 1558 69 2341 1164
internal_count=4318164 372308 34391 3557 1532 477 2025 450 420 227 30834 8507 1281 820 788 74 461 714 631 152 7226 4746 2405 847 88 759 1558 69 2341 1164
is_linear=0
shrinkage=0.1


Tree=2000
num_leaves=31
num_cat=0
split_feature=0 1 1 5 5 3 5 3 2 5 5 2 2 2 3 5 5 3 3 0 3 0 5 4 5 4 3 3 6 5
split_gain=1.4387e+12 1.47971e+13 2.52503e+13 5.71179e+13 5.65797e+13 8.07322e+13 3.88256e+13 2.8643e+13 5.44139e+13 2.82098e+13 6.67865e+13 3.97529e+13 2.63087e+13 3.78887e+13 2.62145e+13 4.9985e+13 2.51368e+13 3.21967e+13 4.58721e+13 1.95654e+14 4.55095e+13 3.62529e+13 5.95652e+13 3.4472e+13 3.24512e+13 4.01348e+13 2.63493e+13 2.94019e+13 6.01015e+13 4.5635e+13
threshold=50.973130900000008 36.761894450000007 36.585378200000001 132.05000000000004 128.92000000000004 13.500000000000002 137.05000000000004 12.500000000000002 6.5000000000000009 120.05000000000001 99.555000000000021 7.5000000000000009 3.5000000000000004 4.5000000000000009 18.500000000000004 114.05000000000001 61.845000000000006 14.500000000000002 13.500000000000002 50.565831500000009 16.500000000000004 50.565831500000009 114.05000000000001 2.5000000000000004 101.05000000000001 2.5000000000000004 3.5000000000000004 8.5000000000000018 1.5000000000000002 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 9 -6 -5 8 -8 10 -4 12 -12 -14 16 -16 -1 18 26 -20 21 -19 -23 -22 25 -21 -18 28 29 -28
right_child=-2 -3 3 6 5 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 17 20 19 24 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3171.0635942666922 -28.424066442107581 35.988529677365925 6564.2512391215296 -175249.53482142859 -958.18948479729738 215948.01972656252 -64088.264210292269 -85987.821022576813 83589.582152777788 -41845.530035120413 38353.039063538898 -15655.622280458861 197212.05040409486 69740.456553637094 19230.184247272769 179755.24561434658 29016.825552318136 -11505.327034936363 40853.052554444257 -64413.743333760242 18469.192414897447 27640.375292773442 119482.51661503233 -24661.53883353843 -101568.47909148186 13288.510900735295 9674.560951704545 -1116.6589423171613 -21724.823973201535 161392.23480342745
leaf_weight=14440 3475398 812244 5475 21 37 32 56 59 45 109 188 79 29 119 164 22 244 151 273 305 331 375 87 421 155 85 55 5712 1422 31
leaf_count=14440 3475398 812244 5475 21 37 32 56 59 45 109 188 79 29 119 164 22 244 151 273 305 331 375 87 421 155 85 55 5712 1422 31
internal_value=0 117.215 2278.8 7947.5 9598.69 99636 -47408.5 -30629.3 1708.8 8563.09 9495.95 48173.1 63180.5 94718 819.41 38217 530.626 -3421.68 -5767.04 -28248 10808.5 31032.3 44935.3 -5677.13 -62862 -47478.6 -3303.28 -4395.54 -16815.3 64363.5
internal_weight=0 842766 30522 6249 6068 69 181 160 101 5999 5890 415 336 148 24273 186 24087 9647 8282 818 1365 613 462 752 545 390 7464 7220 1508 86
internal_count=4318164 842766 30522 6249 6068 69 181 160 101 5999 5890 415 336 148 24273 186 24087 9647 8282 818 1365 613 462 752 545 390 7464 7220 1508 86
is_linear=0
shrinkage=0.1


Tree=2001
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 5 3 4 3 3 5 6 2 5 5 2 3 3 5 6 0 3 0 3 5 1 5 4 3
split_gain=1.45116e+12 8.27941e+12 5.29343e+13 4.01928e+13 2.74553e+13 5.17822e+13 3.96522e+13 2.77513e+13 2.74579e+13 4.52831e+13 4.91132e+13 3.81397e+13 3.8426e+13 6.15007e+13 4.45702e+13 3.65787e+13 3.6135e+13 3.01142e+13 7.19462e+13 4.72376e+13 2.80609e+13 2.70412e+13 2.76059e+13 2.64298e+13 4.63441e+13 4.56159e+13 3.53689e+13 3.24681e+13 3.85186e+13 2.86846e+13
threshold=44.982728700000003 44.874285750000006 37.362912300000012 40.247294600000011 37.328003200000005 37.314272700000011 47.415000000000006 6.5000000000000009 2.5000000000000004 3.5000000000000004 2.5000000000000004 85.020000000000024 1.5000000000000002 7.5000000000000009 137.05000000000004 125.85000000000001 3.5000000000000004 7.5000000000000009 9.5000000000000018 69.610000000000014 1.5000000000000002 44.732363600000006 11.500000000000002 44.893607100000004 4.5000000000000009 118.33500000000002 37.342273500000012 104.75000000000001 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 23 -4 5 6 21 -7 17 10 -10 -11 13 16 15 -14 -13 -8 19 20 -19 22 -1 24 25 -3 29 -26 -29 -25
right_child=-2 2 3 -5 -6 7 8 -9 9 11 -12 12 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 26 27 -27 -28 28 -30 -31
leaf_value=-14227.595950195016 13.764277780652598 16228.360473790526 -15614.633322081965 6803.3500465224897 -172.40039220471886 21510.443638504934 -3327.0552842426036 69747.877716490286 -12857.082386363638 -24545.175475190965 131337.62818627452 60368.513437500005 2032.8726543065923 -33888.859606481485 -109591.68771972657 128082.65667067308 244157.43923233697 108573.84214015152 17026.394273407273 184651.45657051285 19978.186149088542 10409.902917036577 -74409.350696382069 -14885.617863969244 -3056.9394834336867 143974.10000000001 -4861.1901385810297 -111422.79285082547 -19804.331758840461 8894.3051237054515
leaf_weight=823 4087717 774 4026 998 193416 389 357 172 44 539 51 20 201 27 32 26 23 66 743 39 78 440 84 544 15190 29 3411 53 342 7510
leaf_count=823 4087717 774 4026 998 193416 389 357 172 44 539 51 20 201 27 32 26 23 66 743 39 78 440 84 544 15190 29 3411 53 342 7510
internal_value=0 -244.154 -1713.52 -11161.4 0.358188 8044.24 3632.5 36299.8 11768 -994.317 64552.7 -8168.24 18662.1 84399.9 895.067 16470.3 158674 21347.2 30859.8 87025 60584.5 -9932.69 -19801.2 -9.3514 -2585.88 20841.8 3673.52 -3792.97 -32097.4 7288.11
internal_weight=0 230447 32877 5024 197570 4154 3593 561 2246 963 95 868 329 70 259 227 43 1283 926 183 144 1347 907 27853 16388 803 11465 15585 395 8054
internal_count=4318164 230447 32877 5024 197570 4154 3593 561 2246 963 95 868 329 70 259 227 43 1283 926 183 144 1347 907 27853 16388 803 11465 15585 395 8054
is_linear=0
shrinkage=0.1


Tree=2002
num_leaves=31
num_cat=0
split_feature=4 1 1 1 5 2 3 1 2 2 5 3 1 0 3 2 2 1 0 1 1 1 0 0 1 2 0 3 0 5
split_gain=1.44418e+12 8.13907e+12 2.84554e+13 2.5982e+13 3.07748e+13 2.77737e+13 1.06693e+14 4.17988e+13 3.99402e+13 3.237e+13 5.77586e+13 3.09828e+13 3.2785e+13 2.61097e+13 3.5759e+13 2.67196e+13 3.83521e+13 3.96444e+13 3.34555e+13 2.58108e+13 3.31935e+13 2.44798e+13 2.30721e+13 2.28334e+13 2.12892e+13 3.90765e+13 2.65652e+13 3.54286e+13 2.99419e+13 2.93014e+13
threshold=4.5000000000000009 30.362552800000003 38.950530550000003 39.614024000000008 177.02500000000003 12.500000000000002 10.500000000000002 38.959914000000005 4.5000000000000009 11.500000000000002 150.04500000000004 5.5000000000000009 39.080602550000002 45.073740550000004 5.5000000000000009 7.5000000000000009 12.500000000000002 38.996948700000011 45.029420750000007 39.694727950000008 39.666208800000007 39.007683500000006 44.580511600000001 51.636650050000007 38.92948375000001 10.500000000000002 55.899899800000007 17.500000000000004 55.812836050000008 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 22 4 5 6 8 -7 -4 10 -8 -10 -13 14 -6 18 17 -17 -16 20 -5 -9 -3 -15 26 -26 27 28 -24 -28
right_child=1 2 3 19 13 7 9 21 11 -11 -12 12 -14 23 15 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 29 -29 -30 -31
leaf_value=-3.3419109285408481 7066.5795973929507 -73848.210170717604 24735.785231018068 -16168.057048483455 110993.78528645833 -38666.743457031254 -45115.839459134615 179842.77864379884 -19257.101796875002 45810.708902994797 -232572.01761363639 154889.11106584824 31360.309545110889 -113306.81697635137 -156167.32502122963 24051.680504261367 -13595.94979137074 191049.79583333334 -9484.8049560546879 1391.9125168692162 -152960.00389811199 69078.246954230548 347.96348914871334 15340.113494318182 -142737.53484497071 14795.669758064516 -48508.085047784472 -46544.531793255577 43691.972647347633 -8424.0223443400082
leaf_weight=4303792 1917 54 256 68 30 24 65 32 20 21 22 70 31 37 23 44 154 21 48 8753 24 53 1334 22 32 31 262 143 181 600
leaf_count=4303792 1917 54 256 68 30 24 65 32 20 21 22 70 31 37 23 44 154 21 48 8753 24 53 1334 22 32 31 262 143 181 600
internal_value=0 1000.76 67.142 2544.3 18054.5 32260.4 22009.4 77872.6 47113.1 -65621.2 -92518.6 94456.7 116974 -4210.11 7060.12 -3691.64 13591.5 78004.9 -57001.7 838.094 -51852.9 110778 -9155.75 -65336.8 -7803.29 -65221.2 -6367.84 1035.32 5526.36 -20607.3
internal_weight=0 14372 12455 9818 973 594 485 109 377 108 87 121 101 379 320 290 219 65 71 8845 92 85 2637 59 2583 63 2520 1658 1515 862
internal_count=4318164 14372 12455 9818 973 594 485 109 377 108 87 121 101 379 320 290 219 65 71 8845 92 85 2637 59 2583 63 2520 1658 1515 862
is_linear=0
shrinkage=0.1


Tree=2003
num_leaves=31
num_cat=0
split_feature=5 1 1 5 0 1 0 0 3 1 1 4 1 0 3 1 3 4 1 1 1 1 1 3 2 3 1 6 3 1
split_gain=1.42259e+12 7.06279e+12 1.05786e+13 9.28578e+12 8.80726e+12 1.32369e+13 1.2853e+13 1.22939e+13 1.242e+13 1.20442e+13 1.139e+13 1.05476e+13 2.69807e+13 1.61713e+13 9.67779e+12 2.42051e+13 7.48578e+12 7.29754e+12 2.73788e+13 2.96247e+13 2.32491e+13 1.37364e+13 8.11382e+12 7.93564e+12 1.18372e+13 7.10239e+12 1.40689e+13 1.99288e+13 6.9941e+12 8.71205e+12
threshold=20.010000000000002 38.096381250000007 38.233559750000005 19.650000000000002 55.885524800000006 37.832345550000007 55.91302515000001 55.576287050000012 23.500000000000004 37.328003200000005 37.869926150000005 2.5000000000000004 37.615058950000012 55.755036050000008 3.5000000000000004 37.542000650000013 2.5000000000000004 2.5000000000000004 30.259484550000003 30.468306550000005 30.323743050000001 37.503486000000002 30.207352000000004 2.5000000000000004 1.5000000000000002 7.5000000000000009 37.792847950000002 1.5000000000000002 16.500000000000004 65.480823400000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 28 5 7 -6 8 9 -1 -7 14 13 -13 15 -9 -12 22 -19 20 -20 -21 -8 24 -24 -25 -27 -28 29 -4
right_child=-2 2 3 -5 6 10 17 11 -10 -11 16 12 -14 -15 -16 -17 -18 18 19 21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=6543.8808564854135 6.4905482454800723 29252.044154466043 2104.9646963093683 -3392.2531634885563 -21228.849593065606 -17194.145983748527 21413.20890136719 -108317.42293526787 10848.786544791668 -12375.571494820944 -52107.959475806456 -58269.658082932692 121178.93509615386 61335.370468750007 1642.2278705443798 -1994.4865556318682 -2631.662095754893 -131655.84054129463 -27713.253018465912 -83150.216023220491 108612.39247878501 11849.223811141304 3680.7031029334439 -9831.7538892841603 94206.938261718751 -2351.7107703305687 112711.70198317309 2741.0733984375001 5566.2200367584555 -1848.8408276095333
leaf_weight=414 4263643 127 13893 5528 488 795 130 28 375 1797 31 26 26 20 12431 91 2259 21 22 45 29 23 52 1516 20 1843 26 45 3114 9306
leaf_count=414 4263643 127 13893 5528 488 795 130 28 375 1797 31 26 26 20 12431 91 2259 21 22 45 29 23 52 1516 20 1843 26 45 3114 9306
internal_value=0 -507.573 448.411 333.526 -1862.64 -909.012 -5957.66 302.542 -5978.9 -8832.99 -6881.56 1589.49 39754.8 -6267.47 1370.53 -27011.6 -3301.43 -3981.96 -26385.2 -7808.07 49805.3 -51018.1 -3118.4 -4029.06 28826.9 -4718.74 -668.94 43012 1116.26 518.943
internal_weight=0 54521 31968 31841 22553 18293 4260 15208 2586 2211 3085 12622 72 46 12550 119 2290 3772 140 119 51 68 3632 3502 72 3430 1914 71 26313 23199
internal_count=4318164 54521 31968 31841 22553 18293 4260 15208 2586 2211 3085 12622 72 46 12550 119 2290 3772 140 119 51 68 3632 3502 72 3430 1914 71 26313 23199
is_linear=0
shrinkage=0.1


Tree=2004
num_leaves=31
num_cat=0
split_feature=4 1 0 3 2 6 5 0 0 1 1 5 2 0 0 5 0 2 5 3 5 5 5 1 1 1 1 1 0 3
split_gain=1.47005e+12 1.32402e+13 1.95384e+13 2.07246e+13 1.68536e+13 2.68317e+13 1.9052e+13 2.69598e+13 2.17159e+13 2.24144e+13 2.49828e+13 4.06779e+13 2.16105e+13 2.02146e+13 2.01644e+13 1.88689e+13 1.80202e+13 1.60659e+13 2.03501e+13 1.45772e+13 1.45587e+13 1.99033e+13 1.33977e+13 1.90179e+13 1.80353e+13 1.89548e+13 1.793e+13 2.03667e+13 3.46267e+13 4.44366e+13
threshold=-1.0000000180025095e-35 39.110397700000007 44.580511600000001 14.500000000000002 2.5000000000000004 1.5000000000000002 20.010000000000002 59.982527000000012 55.518428350000008 38.096381250000007 37.362912300000012 61.845000000000006 1.5000000000000002 59.896318000000008 55.601678500000013 76.730000000000018 55.86787755000001 1.5000000000000002 32.615000000000009 3.5000000000000004 31.990000000000006 32.005000000000003 29.050000000000004 30.243224600000001 30.207352000000004 30.160599000000001 30.278357500000002 30.332994000000003 59.904813200000007 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 5 -4 12 8 17 10 13 -12 14 -10 -7 -13 -16 18 -8 -1 -19 -22 23 24 25 -6 -25 28 -28 -30
right_child=-2 -3 4 -5 22 6 7 -9 9 -11 11 15 -14 -15 16 -17 -18 20 -20 -21 21 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-21633.543947753908 -14.287259518502342 728.11230872872761 5468.1768712713747 -67722.116921875 -6287.7540507094855 -12003.022427180525 -1828.0908467966829 15886.491259872471 6422.8227087569567 25635.375810676225 -16752.81720282181 -176313.94198369567 -8864.778863852267 -14706.167380620042 3894.7218180066502 -43504.582070312499 -7993.3799423816936 634.12551258307622 -29898.170248819988 33833.928237076252 105941.15478864399 17173.082826079142 -2748.5902706937172 14487.773127798664 -12432.433325589293 15892.031901988417 12126.411596679689 2140.638265089226 -55409.898114773343 -8525.4067824827744
leaf_weight=55 4073891 169320 3249 25 1058 1171 914 457 949 151 3958 23 3361 866 7703 20 1528 1142 360 342 28 258 12212 1084 1921 606 660 29092 233 1527
leaf_count=55 4073891 169320 3249 25 1058 1171 914 457 949 151 3958 23 3361 866 7703 20 1528 1142 360 342 28 258 12212 1084 1921 606 660 29092 233 1527
internal_value=0 238.277 -868.267 20588.4 -989.757 -3035.89 -4243 -7786.02 -9033.95 -12401.9 -13389.5 -17803.8 -1893.69 -3658.56 358.74 -114542 1926.89 -1596.24 -9759.98 26149.5 5687.1 25863.7 115.398 1082.07 -5831.12 1789.74 1842.4 1407.4 -7407.18 -14732.3
internal_weight=0 244273 74953 422 74531 26138 22889 9126 8669 5967 5816 4001 13763 1815 10402 43 9231 2702 1274 397 1428 286 48393 36181 3585 1664 32596 31512 2420 1760
internal_count=4318164 244273 74953 422 74531 26138 22889 9126 8669 5967 5816 4001 13763 1815 10402 43 9231 2702 1274 397 1428 286 48393 36181 3585 1664 32596 31512 2420 1760
is_linear=0
shrinkage=0.1


Tree=2005
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 5 1 4 3 5 4 1 1 1 0 5 3 0 5 5 0 6 1 5 5 6 0 5
split_gain=1.42924e+12 1.26873e+13 3.42408e+13 6.49551e+13 7.72802e+13 7.6951e+13 6.38441e+13 6.71395e+13 6.59534e+13 6.33617e+13 5.19953e+13 5.69607e+13 5.12374e+13 5.19258e+13 5.11467e+13 7.00854e+13 1.21346e+14 1.10338e+14 8.61033e+13 4.77749e+13 8.92151e+13 8.41009e+13 6.45981e+13 5.03895e+13 4.41325e+13 5.73384e+13 4.16411e+13 4.13957e+13 4.93267e+13 4.11441e+13
threshold=38.781124500000011 37.971176850000006 55.601678500000013 55.734663800000007 55.751981950000008 24.500000000000004 55.701368300000006 73.995000000000019 37.998366300000008 2.5000000000000004 21.500000000000004 33.805000000000007 2.5000000000000004 37.998366300000008 37.998366300000008 38.096381250000007 55.899899800000007 74.010000000000005 4.5000000000000009 55.657530000000008 142.05000000000004 118.33500000000002 55.645049100000001 1.5000000000000002 38.633372000000001 87.395000000000024 63.005000000000003 1.5000000000000002 55.755036050000008 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 12 6 19 8 9 10 -8 -12 -5 -14 29 16 17 18 -16 20 21 22 -4 -24 -17 -26 -11 -20 -29 -6
right_child=-2 2 3 4 14 -7 7 -9 -10 26 11 -13 13 -15 15 24 -18 -19 27 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-18.130131091551302 -37.870144673454753 2795.0866046711744 -100.68219400647892 6840.7779302348708 8021.9444879966004 -50280.264630425074 16495.126757435366 -59013.760316419764 -16222.82249005035 88636.252659040183 30292.654417736696 -29321.666458444495 -3947.9214066412046 42384.86644220163 32685.915048444323 1437.1710465495107 -2629.7843768702223 -108430.59273199037 -78222.545120597279 15166.911553325735 160460.37277462124 -140596.56461805556 -103884.76212871287 -20788.370996093752 -6910.5991958154691 -78618.645349763567 2311.9044858870966 28715.345611142446 -33498.350729328384 -59995.68432942708
leaf_weight=1171215 3012745 59614 4650 6774 7504 389 880 289 4849 140 202 776 337 857 229 32195 5045 172 179 1896 33 45 101 263 5103 114 93 142 1243 90
leaf_count=1171215 3012745 59614 4650 6774 7504 389 880 289 4849 140 202 776 337 857 229 32195 5045 172 179 1896 33 45 101 263 5103 114 93 142 1243 90
internal_value=0 87.3996 1008.37 -419.613 1036.57 -6399.85 -5199.21 -11787.8 -9821.21 5024.05 -1140.36 -17008.7 10207.4 29307.7 -368.261 -1664.77 -10840.9 -31922.5 -24583.2 1616.62 -3428.82 -4497.87 -3276.4 -43845.3 54.5923 -8477.54 54180.6 -32968.5 -27119.8 7215.84
internal_weight=0 1.30542e+06 134204 74590 59984 14606 14217 7229 6940 2091 1858 978 7968 1194 52016 44422 7010 1965 1793 6988 5092 5059 5014 364 37412 5217 233 1564 1385 7594
internal_count=4318164 1305419 134204 74590 59984 14606 14217 7229 6940 2091 1858 978 7968 1194 52016 44422 7010 1965 1793 6988 5092 5059 5014 364 37412 5217 233 1564 1385 7594
is_linear=0
shrinkage=0.1


Tree=2006
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 3 5 5 5 5 5 0 5 5 1 3 0 5 3 1 3 0 1 5 5 3 3 6
split_gain=1.43792e+12 1.28376e+13 4.88562e+13 8.80336e+13 1.69851e+14 1.05488e+14 1.95388e+14 1.65354e+14 6.52592e+13 6.32356e+13 5.75184e+13 7.27212e+13 5.03741e+13 4.35506e+13 4.14388e+13 6.22254e+13 4.32806e+13 6.03769e+13 4.37191e+13 3.83557e+13 5.40999e+13 4.40292e+13 4.51981e+13 3.74632e+13 6.90657e+13 4.13458e+13 4.06144e+13 3.70033e+13 3.98308e+13 4.98964e+13
threshold=56.758269450000007 56.197733450000008 43.574807850000006 38.891822450000006 43.048525950000005 38.233559750000005 56.301440000000007 10.500000000000002 64.805000000000021 51.405000000000008 57.995000000000012 71.00500000000001 26.005000000000006 56.121679000000007 43.005000000000003 69.015000000000015 37.098288800000006 16.500000000000004 56.301440000000007 81.00500000000001 21.500000000000004 40.247294600000011 13.500000000000002 56.338501050000012 37.533784800000006 125.85000000000001 137.05000000000004 3.5000000000000004 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 8 14 7 9 -5 -7 -11 -12 -9 -1 -3 -16 17 -17 -18 -15 21 22 -21 25 -25 27 -27 -20 -29 -30
right_child=-2 2 -4 4 -6 6 -8 12 -10 10 11 -13 -14 19 15 16 18 -19 23 20 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-23.483089461974693 110.97406735316059 -8850.0552406835595 114.16750608921416 -29621.437031477646 -4158.2751712112004 84820.025706075772 3456.0104379606305 -124651.78795107888 -78847.892669286492 314089.06319444446 62100.366061046516 273953.17307692312 33396.574563430426 2550.4465007025242 2380.1607153572209 -41968.514472592942 -31456.467763563283 119696.59959309896 81901.228234281996 -79334.345679515798 -37509.287657593421 20661.848122717751 31376.223550119706 12806.848810686384 -30834.479737681191 -119659.90501598011 37983.558473557692 -26280.90675018909 129703.89454055061 17133.505223774988
leaf_weight=3205370 919083 10923 120396 1968 5820 139 4525 21 312 27 43 26 508 29313 12877 617 607 24 84 91 189 2719 62 644 830 44 26 204 42 630
leaf_count=3205370 919083 10923 120396 1968 5820 139 4525 21 312 27 43 26 508 29313 12877 617 607 24 84 91 189 2719 62 644 830 44 26 204 42 630
internal_value=0 -30.0065 -900.598 -3884.74 -13221.8 -1581.82 11353.7 58129.9 -36357.7 127930 190349 141929 27122.4 13.3752 -4064.97 -921.823 -12254.4 -35915.5 -7379.13 3662.74 14314.3 17724.7 -34471.2 -1542.49 -11767.3 13089.9 -61106.6 18500.1 12420.5 24169.2
internal_weight=0 3.39908e+06 161337 40941 8100 32841 5289 764 2280 235 96 69 529 3.23774e+06 27552 16629 3752 641 3111 32374 3061 2872 153 2504 1474 1030 70 960 876 672
internal_count=4318164 3399081 161337 40941 8100 32841 5289 764 2280 235 96 69 529 3237744 27552 16629 3752 641 3111 32374 3061 2872 153 2504 1474 1030 70 960 876 672
is_linear=0
shrinkage=0.1


Tree=2007
num_leaves=31
num_cat=0
split_feature=5 4 5 3 1 1 0 3 0 0 0 3 0 5 1 3 3 5 5 5 4 5 5 4 1 5 5 5 3 1
split_gain=1.53594e+12 1.54667e+13 1.49949e+13 1.34609e+13 2.1522e+13 3.30349e+13 4.68773e+13 2.23389e+13 2.42329e+13 3.87131e+13 2.13113e+13 4.19862e+13 4.70793e+13 3.0793e+13 2.08144e+13 1.77989e+13 2.29731e+13 1.98857e+13 1.73164e+13 2.05824e+13 2.28945e+13 7.29898e+13 2.72613e+13 3.23592e+13 1.76029e+13 1.72822e+13 1.58708e+13 1.38412e+13 1.21822e+13 3.12936e+13
threshold=34.010000000000012 1.5000000000000002 35.505000000000003 4.5000000000000009 37.832345550000007 37.362912300000012 55.535913550000011 20.500000000000004 55.68356880000001 55.851332700000007 59.904813200000007 12.500000000000002 59.982527000000012 22.030000000000005 30.332994000000003 8.5000000000000018 9.5000000000000018 16.850000000000005 16.850000000000005 18.050000000000004 3.5000000000000004 21.015000000000004 23.035000000000004 2.5000000000000004 61.284352600000013 21.015000000000004 32.005000000000003 26.005000000000006 5.5000000000000009 39.694727950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 10 -7 15 -9 -10 -5 12 13 -12 -13 17 -17 -8 28 -20 22 -22 23 -21 -23 -14 -19 -16 -6 -30
right_child=2 3 -4 4 18 6 7 8 9 -11 11 14 25 -15 27 16 -18 26 19 20 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=206.14143030958212 -1167.9509578014918 908.11240101977501 9.921400109835929 -18044.728076874129 -8301.5064887335811 -22210.940891340666 123074.41901785716 21260.981361607144 235081.18562500004 44848.7956362517 159256.09678030305 11142.079803025266 -83848.964753605775 50468.651105976882 -105488.83050426136 -11255.642798125878 35789.391289376261 6974.401107061477 -75523.257861328122 -26283.283364823939 185413.889 -27032.034513449369 -8676.71605487343 -123891.49434121622 77990.188183593753 10143.753767800634 99836.363251201925 -22780.212266274106 -17456.10708483887 15860.900874809546
leaf_weight=695948 111530 5993 3494072 704 1056 204 35 35 20 23 33 235 26 123 22 178 249 63 48 414 25 79 5280 37 20 79 26 252 400 955
leaf_count=695948 111530 5993 3494072 704 1056 204 35 35 20 23 33 235 26 123 22 178 249 63 48 414 25 79 5280 37 20 79 26 252 400 955
internal_value=0 134.157 -26.513 -2881.2 -5019.35 3526.2 19444.2 32954 83042.1 133329 -5469.53 6027.79 38637.5 73481.4 -10693.5 25863.5 16178.1 59215.6 -7390.61 -10307.3 -9772.62 32738.9 -10692.4 -34291.1 -5815.42 -13130.6 34102.6 -29421.1 -249.553 6025.62
internal_weight=0 712562 3.6056e+06 16614 10621 2307 833 629 78 43 1474 770 261 156 509 551 427 124 8314 5903 5855 124 5731 451 99 105 89 274 2411 1355
internal_count=4318164 712562 3605602 16614 10621 2307 833 629 78 43 1474 770 261 156 509 551 427 124 8314 5903 5855 124 5731 451 99 105 89 274 2411 1355
is_linear=0
shrinkage=0.1


Tree=2008
num_leaves=31
num_cat=0
split_feature=5 2 1 1 5 0 0 3 1 1 3 4 0 1 5 5 0 1 5 0 5 3 4 3 2 2 1 6 5 0
split_gain=1.51697e+12 1.04634e+13 1.14762e+13 1.65618e+13 2.31355e+13 2.00493e+13 2.93014e+13 2.23695e+13 2.55275e+13 2.61761e+13 1.84328e+13 1.8668e+13 1.62955e+13 2.05471e+13 1.13422e+13 1.06187e+13 2.50822e+13 2.80391e+13 4.76883e+13 2.90703e+13 2.75992e+13 3.23824e+13 2.58067e+13 2.47705e+13 2.19682e+13 3.28367e+13 3.56753e+13 5.77201e+13 2.26136e+13 2.0833e+13
threshold=42.005000000000003 1.5000000000000002 30.388336800000001 30.226173900000003 34.920000000000009 59.896318000000008 59.982527000000012 6.5000000000000009 30.332994000000003 30.346469350000003 9.5000000000000018 1.5000000000000002 54.943649450000002 28.619594500000002 37.75500000000001 40.005000000000003 57.178027650000011 38.422276900000007 41.810000000000009 57.131524800000008 41.505000000000003 23.500000000000004 1.5000000000000002 12.500000000000002 12.500000000000002 13.500000000000002 60.837513500000007 1.5000000000000002 40.905000000000008 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 -6 7 8 -7 -10 -9 -12 -1 -14 -11 -3 17 18 29 20 24 -22 -23 -21 -19 26 -26 -28 -29 -17
right_child=-2 15 -4 4 5 6 -8 10 9 14 11 -13 13 -15 -16 16 -18 19 -20 23 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=13871.314753465145 -45.493422317418037 -142.78706612120214 578.63782989015965 2202.1746036061118 3395.3970486804378 37826.658090718585 9599.0018549408287 -40559.622079613095 172874.49630681821 117002.69108796297 21098.842222669158 105033.61515625002 -23138.075237217236 -246.97071548640531 35354.085524583897 2496.8288722583329 -2336.5205111118262 1918.7998694399296 8469.7284422711546 1369.2518389422073 -2196.1260619160166 4772.7078705531685 33229.138255864927 24506.543788711067 5068.9091273542554 639.64539781409849 -4415.0906992369828 8676.1487160011584 -39590.372614804655 -4063.9576269082609
leaf_weight=621 2717292 1169036 209447 2663 741 192 659 42 33 27 227 30 469 2392 46 22191 25260 78227 12545 934 51442 3368 352 917 1040 9181 1533 108 959 6190
leaf_count=621 2717292 1169036 209447 2663 741 192 659 42 33 27 227 30 469 2392 46 22191 25260 78227 12545 934 51442 3368 352 917 1040 9181 1533 108 959 6190
internal_value=0 77.2197 721.827 4405.25 8303.86 16440.5 24136.6 40184.1 59573.6 98964.3 20859.3 30896.7 -812.299 -3999.48 65552.9 -24.1763 623.022 1018.59 3335.39 378.203 220.544 -1544.58 7465.36 12831.6 1289.95 -2546.93 -10584.3 -16845.6 -34704.9 1065.9
internal_weight=0 1.60087e+06 217589 8142 4660 1997 1256 597 298 106 299 257 3482 2861 73 1.38328e+06 214247 188987 40926 148061 146210 55162 3720 1851 91048 12821 3640 2600 1067 28381
internal_count=4318164 1600872 217589 8142 4660 1997 1256 597 298 106 299 257 3482 2861 73 1383283 214247 188987 40926 148061 146210 55162 3720 1851 91048 12821 3640 2600 1067 28381
is_linear=0
shrinkage=0.1


Tree=2009
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 4 3 5 3 5 6 3 3 3 5 2 1 5 4 0 0 5 3 5 2 0 3 2 3
split_gain=1.4681e+12 2.11441e+13 4.44249e+13 3.99404e+13 3.08863e+13 1.98788e+14 4.50131e+13 4.47112e+13 4.30188e+13 2.91589e+13 4.21442e+13 4.28022e+13 7.91565e+13 5.726e+13 3.95979e+13 3.43889e+13 2.77914e+13 2.71613e+13 2.31502e+13 8.66436e+13 1.11827e+14 1.96766e+14 1.0239e+14 7.11511e+13 5.81084e+13 1.16669e+14 5.53056e+13 5.17418e+13 9.6384e+13 7.64261e+13
threshold=30.259484550000003 30.305955500000003 59.755965500000009 3.5000000000000004 60.052595500000002 60.042666650000008 3.5000000000000004 24.500000000000004 55.990000000000002 5.5000000000000009 110.05000000000001 1.5000000000000002 13.500000000000002 12.500000000000002 14.500000000000002 80.00500000000001 4.5000000000000009 30.278357500000002 70.00500000000001 2.5000000000000004 59.963407450000012 59.990816400000007 84.030000000000015 6.5000000000000009 78.010000000000005 5.5000000000000009 60.003414000000006 7.5000000000000009 3.5000000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 18 9 -8 -7 15 11 12 16 -13 -14 -6 -11 -15 -5 20 23 22 -22 -20 25 -21 -23 29 -29 -26
right_child=1 -3 3 4 6 8 7 -9 -10 10 -12 13 14 17 -16 -17 -18 -19 19 24 21 26 -24 -25 27 -27 -28 28 -30 -31
leaf_value=319.77057900083179 -66825.375814106301 9.7595059908442963 20092.935032205252 -1384.6982634805645 -78972.441572682466 -57765.211757585399 170884.69326171876 955.27869791666672 -136886.39390276917 -50233.95565168593 -140924.21734375 51871.706895390816 33527.109757661819 -17738.571961906775 3587.0033745558599 64447.971502976194 -13381.972595760879 57736.296996228448 -74994.566805910596 -2705.3120632237028 103669.49245540652 -69279.107281605116 -43284.559921875007 -26518.205158479293 -1416.6428795132124 -81711.212051547191 3097.0209460629621 -19839.875757413047 24545.011744953303 -60724.06982462063
leaf_weight=138955 107 4145141 779 19134 82 215 32 30 101 288 20 409 512 268 3219 21 707 58 408 700 226 220 60 1174 2053 255 203 661 1883 243
leaf_count=138955 107 4145141 779 19134 82 215 32 30 101 288 20 409 512 268 3219 21 707 58 408 700 226 220 60 1174 2053 255 203 661 1883 243
internal_value=0 -10.6321 -2491.73 -2289.04 -2814.49 -4195.99 3923.21 88660.8 -83053.9 2982.36 3972.97 4503.63 1012.27 26952.8 7695.64 -49731.4 -24048.7 -4310.53 -3280.52 -7766.62 -24229.9 8772.25 72840 -39020.3 -1258.03 -23801.1 -34545.4 3190.04 13012.6 -7693.52
internal_weight=0 4.17921e+06 34068 33961 33182 27536 5646 62 316 5584 5481 5461 4726 735 3731 103 995 326 27220 8086 2291 709 286 1582 5795 955 423 4840 2544 2296
internal_count=4318164 4179209 34068 33961 33182 27536 5646 62 316 5584 5481 5461 4726 735 3731 103 995 326 27220 8086 2291 709 286 1582 5795 955 423 4840 2544 2296
is_linear=0
shrinkage=0.1


Tree=2010
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 5 1 0 5 3 5 0 5 1 0 3 4 2 0 0 0 5 0 3 5 3 1 0 0 5
split_gain=1.50438e+12 1.47556e+13 3.79541e+13 5.50363e+13 3.67749e+13 8.85218e+13 9.17502e+13 6.44002e+13 1.29254e+14 1.23693e+14 1.23634e+14 9.72055e+13 2.37042e+14 1.97839e+14 1.99768e+14 1.65626e+14 2.18666e+14 1.84583e+14 1.56118e+14 1.52033e+14 1.51365e+14 1.44358e+14 1.77467e+14 1.4292e+14 1.41413e+14 1.33657e+14 1.88368e+14 1.68932e+14 1.65928e+14 1.25246e+14
threshold=37.615058950000012 37.516458750000005 56.501468900000013 84.030000000000015 55.885524800000006 39.025000000000013 37.582182450000005 55.795550600000006 36.995000000000012 16.500000000000004 93.00500000000001 55.695992150000002 68.00500000000001 37.542000650000013 55.734663800000007 14.500000000000002 1.5000000000000002 5.5000000000000009 55.734663800000007 55.745923000000012 55.751981950000008 50.005000000000003 55.551692500000009 16.500000000000004 48.945000000000007 5.5000000000000009 37.542000650000013 55.777112100000004 55.708120100000009 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -6 -7 11 -9 10 -10 21 13 18 15 17 24 -15 -13 -20 -21 -3 -23 -24 -17 -14 -27 28 -28 -30
right_child=-2 2 3 -5 5 6 -8 8 9 -11 -12 12 25 14 -16 16 -18 -19 19 20 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-30.268661211127917 -29.647209258131298 -4931.9670708826088 -20389.288339044717 -179789.10855341374 -7227.747750894413 8009.1765748221515 41060.585818712141 9944.1235013473724 -18357.773691365172 -192.36719570320724 55636.477795410159 -62699.878098823319 33614.255076346497 46905.726574045206 17277.639690551547 -18739.863906250001 -207390.03816253063 133321.77031423396 91737.552807749162 -81307.662750547941 4784.0473442026587 -1187.4025229447145 3911.4459714216277 28296.236374185421 271915.29602272733 8358.3973422972631 47392.266111778852 -444.98221821581205 -98780.107982762667 -232931.1315625
leaf_weight=770727 3448201 25025 372 23 3593 9033 926 5393 8462 10319 232 398 302 830 5758 70 51 352 185 221 2690 14106 4683 4938 22 484 65 234 384 85
leaf_count=770727 3448201 25025 372 23 3593 9033 926 5393 8462 10319 232 398 302 830 5758 70 51 352 185 221 2690 14106 4683 4938 22 484 65 234 384 85
internal_value=0 117.51 1265.25 -29670.8 1388.88 6227.84 11082.3 619.994 -3720.08 -7595.9 -16383.2 2359.79 10370 15728.1 25333.8 60343 -41304.5 72640.5 -3744.42 3834.48 -1751.94 366.593 5955.01 16427 50764.6 -26098.7 -40502.3 -71294.7 -102341 -123093
internal_weight=0 869963 99236 395 98841 13552 9959 85289 24406 19013 8694 60883 12131 10577 7083 1325 143 1182 3494 3096 2911 48752 23727 9621 92 1554 1252 768 534 469
internal_count=4318164 869963 99236 395 98841 13552 9959 85289 24406 19013 8694 60883 12131 10577 7083 1325 143 1182 3494 3096 2911 48752 23727 9621 92 1554 1252 768 534 469
is_linear=0
shrinkage=0.1


Tree=2011
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 0 0 5 0 0 3 3 6 1 1 1 0 0 5 5 0 2 1 5 1 1 5 5 0 0
split_gain=1.89198e+12 6.22163e+12 2.04336e+13 1.03411e+14 8.39512e+13 5.35256e+13 4.8746e+13 4.87007e+13 4.46281e+13 4.3121e+13 9.54165e+13 1.17836e+14 9.06046e+13 8.8306e+13 8.25348e+13 7.74603e+13 7.43826e+13 6.10592e+13 5.09696e+13 5.65006e+13 4.12432e+13 4.07942e+13 3.87795e+13 4.41999e+13 3.68137e+13 6.91776e+13 4.96379e+13 4.01971e+13 3.89117e+13 3.62477e+13
threshold=28.500000000000004 25.500000000000004 55.657530000000008 55.719391050000006 37.362912300000012 55.674875350000008 55.745923000000012 34.605000000000011 55.628356700000005 55.806974650000008 27.500000000000004 26.500000000000004 1.5000000000000002 37.692869000000009 37.503486000000002 37.516458750000005 55.826364100000013 55.751981950000008 36.995000000000012 97.050000000000011 55.784980300000008 13.500000000000002 60.695889550000011 96.015000000000015 37.726745000000001 37.692869000000009 59.245000000000012 27.010000000000002 55.755036050000008 55.842510000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -5 -6 -3 10 11 15 17 14 -14 -8 18 21 -11 -20 -12 -13 29 -24 25 28 27 -27 -17 -18
right_child=-2 2 3 6 7 -7 9 -9 -10 16 20 12 13 -15 -16 24 22 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.6717400227962775 -733.56807860087736 -1282.6306076323312 -127485.75501143292 -31343.244662433397 -27741.298090584049 11362.823973189952 105507.20886316891 65918.191014153723 -67989.555951955059 22091.974813338573 48932.398584275019 -78039.739034778235 31946.831853693184 13871.502157860472 -185633.91636439733 18908.92176080112 22231.046316636286 12412.450017826142 -33219.735782903605 89134.871875000012 170511.20814860027 -7778.4888685668257 29166.715109684912 181041.11071428572 -6130.0917803523516 -18627.25431152344 34090.507363552519 134781.31455662393 -59989.020978702909 1090.5875828324488
leaf_weight=4243674 34875 14310 41 434 62 86 113 531 101 230 399 155 22 57 84 435 848 630 1169 39 30 177 219 21 396 20 198 117 73 18618
leaf_count=4243674 34875 14310 41 434 62 86 113 531 101 230 399 155 22 57 84 435 848 630 1169 39 30 177 219 21 396 20 198 117 73 18618
internal_value=0 5.97279 1253.37 2970.7 40323.5 -33462.3 1872.27 56125.8 -1750.15 2471.67 13893.4 6352.41 -17558.1 -86501.5 -140476 26248.4 901.883 -5876.41 -21054.6 -29269.5 57434.4 -40581.2 2504.1 42455.7 19019.7 30833.9 66109.8 112386 7571.23 2011.53
internal_weight=0 4.28329e+06 39615 25204 720 127 24484 593 14411 24050 2906 2477 1125 163 106 1352 21144 962 1438 1208 429 332 19706 240 1239 843 335 137 508 19466
internal_count=4318164 4283289 39615 25204 720 127 24484 593 14411 24050 2906 2477 1125 163 106 1352 21144 962 1438 1208 429 332 19706 240 1239 843 335 137 508 19466
is_linear=0
shrinkage=0.1


Tree=2012
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 0 0 3 1 1 2 5 2 5 5 5 3 2 5 0 3 5 0 1 3 1 3 3 5 4
split_gain=1.70634e+12 1.47148e+13 5.7437e+13 6.63239e+13 7.45738e+13 4.44762e+13 6.86304e+13 7.74925e+13 8.77552e+13 6.41603e+13 6.41647e+13 6.24586e+13 3.61241e+13 2.94103e+13 3.0481e+13 8.20726e+13 4.67271e+13 3.9552e+13 3.52319e+13 7.10933e+13 4.98533e+13 4.13116e+13 2.91606e+13 9.74926e+13 4.56973e+13 1.16115e+14 3.60493e+13 2.97058e+13 2.79365e+13 2.63595e+13
threshold=19.500000000000004 55.010031850000011 55.025681450000008 82.95335685000002 55.017213950000006 55.02863030000001 55.034903650000011 22.500000000000004 82.940215400000014 82.933113850000026 3.5000000000000004 44.905000000000008 22.500000000000004 161.85000000000002 105.35000000000001 107.05000000000001 24.500000000000004 6.5000000000000009 45.005000000000003 55.017766000000002 23.500000000000004 66.990000000000023 55.002082750000007 82.964402850000013 23.500000000000004 82.966612450000014 24.500000000000004 21.500000000000004 71.00500000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 3 13 -5 9 7 -7 11 -4 28 -9 -13 14 18 -16 17 -17 -3 21 -21 -20 -2 27 -25 26 -26 -24 -11 -18
right_child=1 2 5 4 -6 6 -8 8 -10 10 -12 12 -14 -15 15 16 29 -19 19 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=22.943438501415059 -847.98738228277944 10439.829160719919 9492.9468667278361 28362.888074708295 -24104.404337543136 -48307.256269434882 -24.834389595460422 6168.7048781866779 6692.6820014149653 -43891.916768761839 -25274.976130220391 67296.247391820056 186476.99253472223 124121.44627403846 -88151.206169458761 -15026.912910730698 11802.499337768555 119182.90647681452 20028.309295454837 11172.841391330296 60430.532452673491 -43612.54801623775 -92677.129467429593 -8579.5864778098749 46880.99305509869 -10419.284431639622 121083.25056066176 -26391.042070105457 -161095.35153301887 -132383.07767857143
leaf_weight=3810546 123479 1765 546 387 903 152 372637 190 930 33 810 438 27 26 97 34 32 62 306 288 717 153 71 1190 285 486 85 1415 53 21
leaf_count=3810546 123479 1765 546 387 903 152 372637 190 930 33 810 438 27 26 97 34 32 62 306 288 717 153 71 1190 285 486 85 1415 53 21
internal_value=0 -172.23 138.792 11018.9 -8364.22 0.0902021 67.6061 19898.8 26439.7 -17528.5 -33994.7 54477.4 74216.4 18160.9 17368.1 -16563.4 30040.7 71650.3 19953.1 31422.4 46314.9 -1185.31 -1104.25 -10063.3 4095.64 21716.6 63927.5 -29558.1 -116122 -45327.6
internal_weight=0 507618 380607 4791 1290 375816 374374 1737 1585 1442 896 655 465 3501 3475 246 149 96 3229 1464 1005 459 127011 3532 2046 856 370 1486 86 53
internal_count=4318164 507618 380607 4791 1290 375816 374374 1737 1585 1442 896 655 465 3501 3475 246 149 96 3229 1464 1005 459 127011 3532 2046 856 370 1486 86 53
is_linear=0
shrinkage=0.1


Tree=2013
num_leaves=31
num_cat=0
split_feature=3 2 3 5 1 1 1 0 0 3 2 4 1 2 1 4 3 5 3 1 0 1 2 5 0 0 5 3 1 5
split_gain=1.5169e+12 6.14726e+12 1.02939e+13 2.22513e+13 1.67024e+13 4.15136e+13 1.28393e+13 1.90191e+13 1.52155e+13 1.47086e+13 1.95648e+13 1.2651e+13 9.80485e+12 9.57027e+12 2.28052e+13 2.43752e+13 2.4281e+13 3.73328e+13 3.94945e+13 9.57323e+13 4.90613e+13 3.51098e+13 3.58754e+13 6.10516e+13 3.28538e+13 3.01138e+13 2.7111e+13 2.21227e+13 2.43574e+13 1.97987e+13
threshold=28.500000000000004 22.500000000000004 31.500000000000004 56.835000000000008 37.615058950000012 37.487839250000007 37.457850350000008 55.795550600000006 55.769960200000007 30.500000000000004 25.500000000000004 1.0000000180025095e-35 37.832345550000007 10.500000000000002 39.969502550000009 3.5000000000000004 31.500000000000004 76.730000000000018 29.500000000000004 37.516458750000005 55.755036050000008 37.487839250000007 4.5000000000000009 62.015000000000008 55.708120100000009 55.806974650000008 57.005000000000003 29.500000000000004 50.158868250000005 39.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 5 6 7 9 -8 -3 -11 -6 -13 14 15 16 17 18 19 21 -21 22 23 -2 -24 26 -23 -15 -29 -26
right_child=1 2 -4 -5 11 -7 8 -9 -10 10 -12 12 -14 27 -16 -17 -18 -19 -20 20 -22 25 24 -25 29 -27 -28 28 -30 -31
leaf_value=5.3480778733551873 15365.828381614963 -12742.364797247024 -326.45121913778371 18587.688895847485 -34430.35826526989 -37302.855652823106 16023.194874621979 -32862.730590820312 124763.15234375 114880.08840188419 2000.6855294363841 25431.596515521182 2729.3638716736432 -18057.217537226341 -7719.5679421736731 84090.708503351998 6303.3647702333274 -37739.29472328649 -10002.638491239046 56441.647141948495 190958.52736150569 10833.959162454044 94100.482656250009 161704.86610243056 3432.8953031994047 -155318.51113281251 -95534.345439189186 -4395.872305781555 7320.4705446301195 -58124.558796574529
leaf_weight=4283289 137 42 8700 989 66 328 31 76 22 34 28 301 517 956 2532 37 5837 313 1520 152 33 68 25 36 105 22 37 9653 2174 104
leaf_count=4283289 137 42 8700 989 66 328 31 76 22 34 28 301 517 956 2532 37 5837 313 1520 152 33 68 25 36 105 22 37 9653 2174 104
internal_value=0 -656.842 1281.84 7030.48 -879.616 -14375.5 17900 5162.2 61160.5 32949.6 63902.3 7685.05 11083.1 -1566.04 602.477 3103.24 2746.04 -5390.36 -868.161 18442.6 80436.6 -3034.76 11288.7 45817.9 -14239.3 -48937.5 -26648.2 -3424.97 -2242.21 -27198.6
internal_weight=0 34875 11134 2434 1445 561 233 180 53 104 62 884 818 23741 10958 8426 8389 2552 2239 719 185 534 407 173 234 127 105 12783 11827 209
internal_count=4318164 34875 11134 2434 1445 561 233 180 53 104 62 884 818 23741 10958 8426 8389 2552 2239 719 185 534 407 173 234 127 105 12783 11827 209
is_linear=0
shrinkage=0.1


Tree=2014
num_leaves=31
num_cat=0
split_feature=5 4 2 1 1 0 5 4 0 4 1 4 3 2 1 3 0 1 2 1 4 0 0 1 1 3 2 1 1 1
split_gain=1.50435e+12 7.07537e+12 1.16364e+13 2.42445e+13 1.2502e+13 1.10272e+13 8.84307e+12 3.33234e+13 5.71553e+13 2.53431e+13 9.76027e+12 2.33296e+13 2.09616e+13 1.84268e+13 1.40361e+13 1.78237e+13 1.36309e+13 1.31518e+13 1.24799e+13 1.23255e+13 1.54311e+13 1.40639e+13 1.51462e+13 3.07818e+13 1.178e+13 1.15541e+13 1.15136e+13 1.08836e+13 1.0145e+13 1.0038e+13
threshold=16.850000000000005 1.0000000180025095e-35 1.5000000000000002 37.889331900000009 37.533784800000006 55.762622900000004 13.050000000000002 2.5000000000000004 55.173809400000003 1.5000000000000002 61.880021000000006 1.5000000000000002 5.5000000000000009 4.5000000000000009 83.691301500000009 14.500000000000002 56.338501050000012 39.694727950000008 5.5000000000000009 30.388336800000001 2.5000000000000004 56.338501050000012 55.820531900000013 37.487839250000007 49.236330900000006 9.5000000000000018 1.5000000000000002 37.767735350000002 49.073956850000009 39.969502550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 10 9 -9 -8 11 12 -3 -13 15 -12 24 19 25 20 -15 22 -21 -24 28 -18 -16 -25 -14 -19
right_child=-2 6 3 -5 5 -7 7 8 -10 -11 14 13 16 17 26 -17 18 29 -20 21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-478.84506210622914 4.1365851532975171 4478.7584733172707 -7370.3794295369653 539.68869581756223 -17815.481516343432 -43459.686433818802 -3664.1646279343145 203690.01644345239 817.7735518292684 -99178.972963169654 -11810.218844876026 5319.8798195451263 17248.537302825487 94737.234382324226 -15189.266129121328 75260.280338541663 51487.634244791669 25594.530483158302 24854.322799643989 -27532.779306409953 -26628.786505681819 -77967.478982676635 -53698.092144775394 129683.4728125 48928.385463169645 137351.64455859375 14728.159483312389 29800.357096354172 -29841.2116151148 -6563.0989264494247
leaf_weight=6956 4297058 1366 699 1644 541 243 3522 21 41 28 1152 1968 690 20 168 24 42 122 79 426 22 46 32 20 112 25 549 24 49 475
leaf_count=6956 4297058 1366 699 1644 541 243 3522 21 41 28 1152 1968 690 20 168 24 42 122 79 426 22 46 32 20 112 25 549 24 49 475
internal_value=0 -842.185 -2756.56 -7823.32 -17094.3 -25763.9 908.938 -3148.17 69532.6 -4417.52 2886.3 5011.88 12525.2 -615.351 -3309.65 -10033.3 23549.7 -10455.7 51779.2 -21044.1 31164.6 -25045.5 -20196.1 20928.1 18706.5 83526.4 7718.22 75201.8 14126.2 8.47693
internal_weight=0 21106 10083 3127 1483 784 11023 3612 62 3550 7411 5518 2363 3155 1893 1176 997 1187 146 590 42 548 502 76 851 67 717 44 739 597
internal_count=4318164 21106 10083 3127 1483 784 11023 3612 62 3550 7411 5518 2363 3155 1893 1176 997 1187 146 590 42 548 502 76 851 67 717 44 739 597
is_linear=0
shrinkage=0.1


Tree=2015
num_leaves=31
num_cat=0
split_feature=0 3 0 1 1 6 1 5 5 0 0 1 1 1 5 1 0 1 0 1 0 6 0 1 3 1 1 1 2 3
split_gain=1.46918e+12 1.10702e+13 2.48282e+13 2.39331e+13 3.97171e+13 9.46909e+13 8.41755e+13 5.18234e+13 2.4206e+13 2.33095e+13 2.21617e+13 2.19961e+13 5.27765e+13 4.76752e+13 6.00526e+13 6.63593e+13 5.06587e+13 7.51271e+13 4.99423e+13 6.53267e+13 4.35567e+13 4.21598e+13 3.88587e+13 3.22941e+13 3.16353e+13 3.6718e+13 4.20788e+13 3.11703e+13 3.94295e+13 3.07264e+13
threshold=56.758269450000007 5.5000000000000009 56.802385350000009 53.243495500000009 60.55755580000001 1.5000000000000002 60.08989780000001 92.035000000000011 52.710000000000008 56.782419000000012 56.791364150000007 39.969502550000009 39.863684800000009 50.388877400000005 96.015000000000015 61.880021000000006 57.814144100000007 47.981192400000005 57.157092150000004 65.520339550000017 58.242297500000006 1.5000000000000002 57.265292900000006 65.659480050000013 4.5000000000000009 40.810045900000013 40.247294600000011 65.551978750000004 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8 -9 -10 12 29 16 -15 -16 17 24 19 -17 -18 -22 27 -24 -13 26 -26 28 -20 -4
right_child=1 -3 11 4 -6 6 7 9 10 -11 -12 13 -14 14 15 18 20 -19 22 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-30.330855642338829 -11206.741482127785 -101.74970484588057 -3392.0980074235363 -1431.9550066653303 862.40450539812468 3639.3545541629583 25287.606830868055 188921.64059709822 60107.141254656846 78992.586450982868 13589.753965108708 7480.2886715953127 7938.1632837169054 311.03183500110697 -36875.192919177221 80630.654900045964 -47575.509943275116 -60888.10628557478 117468.55665344856 -41232.484045562742 34048.050724473112 -17533.859268657161 -102057.97765066965 12115.869610709258 -8912.6091328430175 -2590.5053701137604 -74280.597276150816 2994.6596514423077 -18862.986747685187 1447.871974942643
leaf_weight=3399081 846 666031 15363 2515 6314 1084 968 28 497 62 129 2706 11280 114703 918 51 452 210 99 320 172 2012 28 215 240 1870 167 65 27 89711
leaf_count=3399081 846 666031 15363 2515 6314 1084 968 28 497 62 129 2706 11280 114703 918 51 452 210 99 320 172 2012 28 215 240 1870 167 65 27 89711
internal_value=0 112.174 675.219 5030.95 6215.49 12613.2 25374.7 39365.8 35197.4 113193 50521.3 449.964 1438.02 -475.267 32.6787 -18497.8 -8028.99 -2297.9 2459.37 -24480.4 -19319.4 -13471.5 25488.5 -1039.96 171.288 -8514.77 -35734.4 59239.5 88254.7 740.214
internal_weight=0 919083 253052 12443 11597 5283 2768 1684 1594 90 626 240609 116354 124255 116426 1723 7829 5193 805 371 2636 2184 434 243 4983 2277 407 191 126 105074
internal_count=4318164 919083 253052 12443 11597 5283 2768 1684 1594 90 626 240609 116354 124255 116426 1723 7829 5193 805 371 2636 2184 434 243 4983 2277 407 191 126 105074
is_linear=0
shrinkage=0.1


Tree=2016
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 4 3 1 5 5 3 1 5 1 3 1 1 3 0 1 5 1 3 4 0 2 5 1 2
split_gain=1.50594e+12 2.10598e+13 6.50055e+13 3.76083e+13 2.5811e+13 2.37211e+13 1.9875e+13 1.79743e+13 1.50714e+13 1.56612e+13 1.48406e+13 1.44561e+13 1.24652e+13 1.20087e+13 2.0699e+13 7.1378e+13 1.54158e+13 2.83064e+13 1.1271e+13 5.92941e+13 5.11603e+13 3.5331e+13 3.52353e+13 3.43335e+13 8.51889e+13 5.33633e+13 5.22271e+13 4.99962e+13 4.59339e+13 4.49446e+13
threshold=47.425481600000005 48.713222300000005 39.899261850000009 40.247294600000011 7.5000000000000009 6.5000000000000009 3.5000000000000004 3.5000000000000004 44.005491150000005 49.010000000000012 94.040000000000006 11.500000000000002 114.17164950000002 79.730000000000018 44.083877800000003 4.5000000000000009 40.810045900000013 42.09605220000001 5.5000000000000009 47.272352350000006 40.247294600000011 123.15000000000002 39.767857750000005 8.5000000000000018 6.5000000000000009 45.254062050000009 2.5000000000000004 30.725000000000005 39.047276750000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 7 5 13 8 -4 9 -6 -9 -11 -8 16 -15 -16 -5 -18 19 -1 21 22 -21 24 25 27 28 -20 -25 -29
right_child=1 -3 3 4 6 -7 12 10 -10 11 -12 -13 -14 14 15 -17 17 -19 23 20 -22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=361.54058473538578 -42401.676241687594 -11.047112610203058 27.312105143438909 8197.1988300250578 -1282.6478274441415 68853.894556949017 -33782.026342577185 -13204.705153046596 2402.7767567538549 -13731.137001646186 -72327.972147529072 -53009.322746321304 39613.422031250004 7006.6860322577768 -43145.407638888893 140764.69833409926 -25956.547325032552 1923.012988275246 5822.8367596478211 6339.2634295127382 -24229.03051454934 -50633.914501190186 19554.707916682917 6065.4607143568664 204192.32722656251 7837.6639755689775 -206.63115011327923 -3368.6535359514733 244.58633448567713 -20747.611859002871
leaf_weight=246163 420 3509193 1261 3034 1321 57 311 3354 2433 1038 43 103 25 219 36 51 420 2740 5919 6672 465 96 2892 26569 20 4916 409282 59904 27681 1526
leaf_count=246163 420 3509193 1261 3034 1321 57 311 3354 2433 1038 43 103 25 219 36 51 420 2740 5919 6672 465 96 2892 26569 20 4916 409282 59904 27681 1526
internal_value=0 -27.9899 -3553.16 -2561.04 444.972 4624.45 -4793.95 -10168.4 -3179.02 -8695.07 -13953.1 -17276.8 -28321.1 4061.21 23399.4 64664 3105.85 -1782.5 124.597 670.021 8169.92 9729.5 10335.4 -136.286 -2163.35 -2220.46 179.822 -2954.63 3095.37 -3800.37
internal_weight=0 3.52606e+06 16866 16446 11788 6557 5231 4658 4895 2462 3397 1141 336 6500 306 87 6194 3160 792105 256288 10125 9660 9564 535817 72285 72265 463532 67349 54250 61430
internal_count=4318164 3526059 16866 16446 11788 6557 5231 4658 4895 2462 3397 1141 336 6500 306 87 6194 3160 792105 256288 10125 9660 9564 535817 72285 72265 463532 67349 54250 61430
is_linear=0
shrinkage=0.1


Tree=2017
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 1 5 5 0 4 2 5 1 5 5 0 5 1 1 5 6 5 1 1 1 0 6 5 5 5
split_gain=1.64229e+12 1.44614e+13 2.38566e+13 2.78416e+13 8.05695e+13 4.16337e+13 5.1015e+13 3.84453e+13 4.74124e+13 4.13892e+13 4.23313e+13 3.76466e+13 3.09125e+13 3.07766e+13 4.5902e+13 3.21237e+13 2.76726e+13 2.69889e+13 1.05633e+14 2.94984e+13 3.03125e+13 2.50904e+13 2.49831e+13 3.2059e+13 9.2547e+13 1.09174e+14 5.68996e+13 4.05443e+13 8.93868e+13 5.95176e+13
threshold=4.5000000000000009 30.578016350000002 3.5000000000000004 82.967723800000016 82.837870700000011 82.888608650000023 76.730000000000018 60.310000000000009 55.07108800000001 2.5000000000000004 3.5000000000000004 114.05000000000001 83.140147550000009 42.205000000000005 41.505000000000003 55.061033200000004 161.85000000000002 65.520339550000017 65.551978750000004 37.305000000000007 1.5000000000000002 114.05000000000001 38.151577750000008 37.869926150000005 37.889331900000009 55.812836050000008 1.5000000000000002 118.33500000000002 125.85000000000001 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 17 6 -6 9 -9 -7 -11 -10 13 14 -5 -15 -14 22 19 -19 -21 -20 23 27 25 -25 -27 29 -29 -4
right_child=-2 2 3 12 5 7 -8 8 11 10 -12 -13 16 15 -16 -17 -18 18 21 20 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=2352.207494078164 18.943308848897296 221.27357290952227 -1409.6966227362025 8338.2363535620952 -29625.796524644691 -13876.538357843727 -122121.26586986941 16647.238503708049 -15677.964854417407 -66488.767398395954 38971.513734019885 -131422.39415364584 -1079.6125195300506 15560.247496796916 -18250.012863207066 -24486.796569018097 -78838.317578125003 -8483.9766404372003 -2564.8017491166024 18238.949539933117 64698.598016430791 102302.91266983695 -2863.4975532487979 -17691.014671392557 2062.4290783724837 -10328.86420076069 73950.021155884024 130987.96338946368 1435.3944628906252 -106556.12240306714
leaf_weight=20940 3945856 236519 17513 2024 542 2036 67 829 444 282 44 30 9032 3630 956 212 46 104 2840 212 416 23 67645 251 4747 95 511 74 190 54
leaf_count=20940 3945856 236519 17513 2024 542 2036 67 829 444 282 44 30 9032 3630 956 212 46 104 2840 212 416 23 67645 251 4747 95 511 74 190 54
internal_value=0 -200.768 -352.914 -1535.39 -2159.52 -15589.6 -39801.8 -11566.4 2223.23 -19173.5 -52254.9 -23003.6 2348.71 7435.07 -191.417 13350.5 -1473.63 -1553.23 6945.17 40845.5 49014.8 -1722.34 -1888.67 925.151 7522.68 37767.5 60738 -1148.35 37749.4 -1732.91
internal_weight=0 372308 351368 114849 98949 4274 609 3665 1303 2362 326 474 15900 6822 2980 3842 9078 94675 3595 732 628 2863 91080 23435 5604 857 606 17831 264 17567
internal_count=4318164 372308 351368 114849 98949 4274 609 3665 1303 2362 326 474 15900 6822 2980 3842 9078 94675 3595 732 628 2863 91080 23435 5604 857 606 17831 264 17567
is_linear=0
shrinkage=0.1


Tree=2018
num_leaves=31
num_cat=0
split_feature=0 0 1 3 2 5 4 5 3 5 4 4 5 2 5 5 2 2 1 5 3 1 2 5 5 3 2 3 3 5
split_gain=1.51295e+12 1.17983e+13 3.50312e+13 2.90808e+13 2.48658e+13 3.20339e+13 2.97413e+13 2.89758e+13 7.20541e+13 3.8805e+13 2.9161e+13 2.57657e+13 2.63688e+13 2.48889e+13 2.47383e+13 4.24423e+13 3.69229e+13 2.40985e+13 2.32782e+13 1.6684e+13 5.17916e+13 3.62513e+13 5.52878e+13 8.9402e+13 7.12955e+13 4.90045e+13 9.07818e+13 5.31236e+13 4.65061e+13 3.20684e+13
threshold=50.973130900000008 50.565831500000009 37.098288800000006 16.500000000000004 9.5000000000000018 118.33500000000002 3.5000000000000004 101.05000000000001 14.500000000000002 81.00500000000001 2.5000000000000004 4.5000000000000009 128.92000000000004 11.500000000000002 132.05000000000004 177.02500000000003 6.5000000000000009 11.500000000000002 36.546174950000008 87.395000000000024 4.5000000000000009 36.585378200000001 2.5000000000000004 118.33500000000002 118.33500000000002 14.500000000000002 8.5000000000000018 13.500000000000002 8.5000000000000018 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 14 6 7 9 13 10 -6 12 -7 -9 18 -16 -17 -10 -3 -20 -21 25 23 -23 28 27 -27 29 -24 -22
right_child=-2 2 3 -5 5 11 -8 8 17 -11 -12 -13 -14 -15 15 16 -18 -19 19 20 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=66.539742123126075 -29.148382019626997 -10705.609074791651 -22659.599581207134 23804.117961864471 -2998.0782340812152 17928.077258300782 -49696.74677644507 -47162.783465401793 -17976.247363281251 31277.773615656672 -43145.51091461919 -55688.84150000001 107397.69469866071 -158547.85576795216 -54321.398351022093 -45476.343275035513 127641.90000000001 103455.03523137019 5706.8842072134394 156578.17620192308 5179.0366154826943 52368.734401483052 106970.45092387951 276308.09787946427 -41717.345012160971 15301.130449567523 218526.90881249998 -76381.705985753681 22606.924823260004 -124506.32500000001
leaf_weight=825780 3475398 779 852 160 1436 80 163 35 44 296 207 25 56 47 157 22 28 26 10952 26 409 118 76 21 159 182 25 119 466 20
leaf_count=825780 3475398 779 852 160 1436 80 163 35 44 296 207 25 56 47 157 22 28 26 10952 26 409 118 76 21 159 182 25 119 466 20
internal_value=0 120.202 2729.01 -15313.6 3872.07 -5476.6 -8554.69 -5347.54 -47391.9 -2051.65 -8056.21 37616.7 54768.5 -111005 5537.16 -28768 51469.9 27126.8 6069 7108.33 16576.9 14294.8 28587.5 86201.3 17163.4 -1607.08 39845.3 -17265.2 34436.5 -866.901
internal_weight=0 842766 16986 1012 15974 2415 2254 2091 152 1939 1643 161 136 82 13559 207 50 70 13352 12573 1621 1595 840 139 701 755 207 548 542 429
internal_count=4318164 842766 16986 1012 15974 2415 2254 2091 152 1939 1643 161 136 82 13559 207 50 70 13352 12573 1621 1595 840 139 701 755 207 548 542 429
is_linear=0
shrinkage=0.1


Tree=2019
num_leaves=31
num_cat=0
split_feature=2 3 5 1 1 0 1 3 3 5 4 1 2 1 5 5 2 1 5 5 1 6 5 5 1 1 0 1 5 5
split_gain=1.49822e+12 1.31818e+13 2.26457e+13 3.5655e+13 6.13693e+13 7.8889e+13 5.71819e+13 4.47789e+13 3.20068e+13 4.01807e+13 3.00054e+13 2.61547e+13 2.80154e+13 2.80839e+13 2.46216e+13 5.08526e+13 2.29852e+13 2.24109e+13 2.09967e+13 6.36433e+13 2.04595e+13 5.92942e+13 2.88249e+13 2.49781e+13 3.13616e+13 2.40596e+13 6.14335e+13 2.89539e+13 2.19964e+13 2.17168e+13
threshold=5.5000000000000009 7.5000000000000009 79.730000000000018 82.902675200000019 65.520339550000017 57.157092150000004 65.58467570000002 6.5000000000000009 6.5000000000000009 142.05000000000004 3.5000000000000004 30.278357500000002 6.5000000000000009 30.332994000000003 120.05000000000001 92.035000000000011 6.5000000000000009 30.370618100000005 132.05000000000004 128.92000000000004 48.712293450000011 1.5000000000000002 150.04500000000004 95.020000000000024 55.912026600000011 30.332994000000003 45.073740550000004 37.475443250000005 94.040000000000006 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 -6 10 9 -8 -5 -4 20 14 15 -14 -10 -15 19 -19 22 28 -13 29 -25 -24 -27 -28 -22 -23
right_child=1 -3 3 7 5 -7 8 -9 16 -11 -12 12 13 17 -16 -17 -18 18 -20 -21 21 23 25 24 -26 26 27 -29 -30 -31
leaf_value=-50.708039164061844 -712.24262695173547 100.84767912966566 16697.095394324289 -23203.984675276362 -107379.79204889113 163104.81713654893 157142.72759665464 -59628.014287661499 -84181.226875000008 9552.3016071428574 59746.396711189525 -5180.0708673608606 -32116.016827392581 64881.313645833339 3914.6278320312504 -220398.10402644231 41362.634107142861 -24883.428635236702 12098.125528971355 -201661.79895833333 17517.763913690476 -18581.598629853219 -50618.291540948281 -80622.92252292292 -12762.460718410328 3308.1115666482301 54322.854453125008 189108.53120404412 162255.35647321431 85140.33240489132
leaf_weight=2480138 21413 1811470 394 147 31 46 39 283 25 35 62 2380 32 30 24 26 35 674 141 21 21 165 29 167 115 113 30 34 21 23
leaf_count=2480138 21413 1811470 394 147 31 46 39 283 25 35 62 2380 32 30 24 26 35 674 141 21 21 165 29 167 115 113 30 34 21 23
internal_value=0 68.4228 -2143.38 -8101.96 -5393.88 47299.1 15013.8 -33702.1 43328.8 87336.4 1403.31 -7897.98 -10293.1 -25335.6 -81269.7 -116518 -10947.3 -20039.3 -23086.7 -30224.9 -5689.97 -23953.5 -2073.98 -34126.5 -52949.3 33812 47645.2 125928 89886.6 -5892.21
internal_weight=0 1.83803e+06 26556 5143 4651 211 165 492 134 74 209 4440 4046 948 82 58 60 866 836 695 3098 512 2586 470 282 206 177 64 42 188
internal_count=4318164 1838026 26556 5143 4651 211 165 492 134 74 209 4440 4046 948 82 58 60 866 836 695 3098 512 2586 470 282 206 177 64 42 188
is_linear=0
shrinkage=0.1


Tree=2020
num_leaves=31
num_cat=0
split_feature=0 5 5 4 1 1 4 3 3 5 5 3 1 5 2 6 3 2 5 5 2 5 5 5 5 4 3 3 4 2
split_gain=1.49001e+12 6.24594e+12 1.15783e+13 1.15448e+13 1.50701e+13 1.24354e+13 1.05878e+13 8.35857e+12 7.98444e+12 7.44272e+12 6.9406e+12 6.29714e+12 5.7865e+12 1.03001e+13 1.48606e+13 7.2301e+12 1.39641e+13 9.24056e+12 7.19691e+12 1.05504e+13 7.81057e+12 7.01133e+12 6.60715e+12 6.30859e+12 6.25224e+12 1.31994e+13 1.39965e+13 2.66271e+13 2.02081e+13 1.37589e+13
threshold=43.056445700000005 39.995000000000012 48.510000000000012 1.5000000000000002 47.854228500000012 47.981192400000005 4.5000000000000009 5.5000000000000009 4.5000000000000009 105.35000000000001 82.00500000000001 10.500000000000002 44.660994650000006 161.85000000000002 7.5000000000000009 1.5000000000000002 7.5000000000000009 4.5000000000000009 98.020000000000024 86.810000000000016 4.5000000000000009 109.05000000000001 81.910000000000011 116.06000000000002 125.85000000000001 2.5000000000000004 14.500000000000002 13.500000000000002 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 12 -6 8 -3 10 -8 -7 -9 13 14 15 16 18 -18 19 -5 21 -20 -19 -17 -14 29 27 -27 -28 -26
right_child=-2 2 3 4 5 6 9 11 -10 -11 -12 -13 24 -15 -16 23 17 22 20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-3917.7699428959659 -5.0924914407667394 10292.436928795001 -5384.0829775285092 1478.916118958939 -27262.826603853529 -8709.5683919270832 4556.2954427083341 -1031.2703802719195 -2534.0066954034355 85080.761221590918 -44965.711955122519 10775.890126264418 1942.8002237867413 -51530.905196220934 -24055.369501096811 -4149.6843740007962 10742.815271577383 29956.456673177083 -28046.021484375 46016.634806436574 -58072.919043666305 37244.02327586207 102143.6643371582 35257.434728422624 29415.187253906253 13499.066239890235 103153.50451221956 -51663.664498673628 -7072.9644665948281 -61443.872804687504
leaf_weight=2709 4285952 2131 3178 258 276 132 24 1906 1235 22 88 592 16615 43 268 1240 42 21 38 67 35 29 32 42 25 979 39 67 29 50
leaf_count=2709 4285952 2131 3178 258 276 132 24 1906 1235 22 88 592 16615 43 268 1240 42 21 38 67 35 29 32 42 25 979 39 67 29 50
internal_value=0 677.579 1099.53 244.934 1069.47 -7754.39 -4167.23 5691.71 -5660.58 43068 -23212 1766.9 1856.65 -3088.48 -2083.16 1181.01 11102.2 45777.7 3387.47 10660.5 -19786.5 213.849 73541.2 -2858.66 2444.1 9449.27 12183.1 9325.16 56145.2 -31157.5
internal_weight=0 32212 29503 24874 21696 1777 1501 4629 1455 46 220 2498 19919 2115 2072 1804 522 95 427 325 102 67 53 1282 17804 1189 1114 1046 68 75
internal_count=4318164 32212 29503 24874 21696 1777 1501 4629 1455 46 220 2498 19919 2115 2072 1804 522 95 427 325 102 67 53 1282 17804 1189 1114 1046 68 75
is_linear=0
shrinkage=0.1


Tree=2021
num_leaves=31
num_cat=0
split_feature=1 1 4 1 1 3 5 0 0 3 4 0 0 1 0 3 0 3 0 5 3 0 5 3 3 0 5 0 0 3
split_gain=1.49978e+12 2.79434e+13 2.2903e+13 2.22897e+13 3.70395e+13 1.06013e+14 4.9221e+13 4.46445e+13 5.90971e+13 4.67092e+13 4.17559e+13 3.87218e+13 3.45763e+13 3.08641e+13 3.01396e+14 1.0682e+14 1.10376e+14 8.01559e+13 7.01691e+13 5.72855e+13 5.24682e+13 4.50289e+13 3.99305e+13 3.84083e+13 3.45097e+13 3.05686e+13 2.78848e+13 2.67209e+13 6.36036e+13 2.64067e+13
threshold=49.111504200000006 50.227799100000006 6.5000000000000009 52.307266200000008 52.395917250000004 6.5000000000000009 77.715000000000018 55.727011600000004 55.734663800000007 4.5000000000000009 2.5000000000000004 55.619594000000006 55.751981950000008 53.140944450000006 55.701368300000006 10.500000000000002 55.777112100000004 6.5000000000000009 54.648549400000007 79.730000000000018 3.5000000000000004 55.014170500000006 95.020000000000024 3.5000000000000004 5.5000000000000009 55.674875350000008 87.00500000000001 58.242297500000006 55.695992150000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 26 5 6 11 25 -9 -10 -7 -5 -13 14 18 16 17 19 24 23 -20 -22 -18 -16 -6 -8 -3 28 -28 -12
right_child=1 3 -4 4 13 10 7 8 9 -11 29 12 -14 -15 15 -17 22 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-51.925430560612703 1471.8049695909153 -1657.1670597143559 -100568.08391335228 -9874.5772317491646 -14324.558403263638 -4066.1365078220933 91168.846498325904 153024.71077794893 108406.67695002479 -4120.5594947386326 12110.199536594837 17013.598076174712 -17106.037302510449 11.342154555394169 -27451.419394202996 -15718.828437228016 -3776.8997643299876 6802.2175895077671 -20076.520902488508 129369.63888432019 -47607.681017399816 -99263.885678039427 -111037.71486607143 30812.888556175134 -45020.7284577963 -29303.809556525739 -13927.747284969697 4602.3820499274252 -83187.903267879621 -7158.4199191905209
leaf_weight=2430983 134626 47597 22 691 2346 10361 28 71 63 89 3206 5489 314 1665094 119 2386 4152 3527 452 57 586 237 35 2298 434 85 1204 549 149 914
leaf_count=2430983 134626 47597 22 691 2346 10361 28 71 63 89 3206 5489 314 1665094 119 2386 4152 3527 452 57 586 237 35 2298 434 85 1204 549 149 914
internal_value=0 66.888 1455.13 -39.7715 21.0287 4163.85 14433.8 51754.6 77702.4 42519 -679.976 12502.8 15167.4 -31.4696 -4318.3 3327 7787.47 16481.7 -28025.3 30281.1 -47449.6 -62483.2 -4673.52 27944.3 -19116.7 547.822 -2131.63 -14004.9 -21555.1 7835.56
internal_weight=0 1.88718e+06 134648 1.75253e+06 1.70303e+06 21311 6830 336 223 152 14481 6494 5803 1.68172e+06 16629 12574 10188 6001 4055 2474 1275 823 4187 2417 2780 113 49499 1902 1353 4120
internal_count=4318164 1887181 134648 1752533 1703034 21311 6830 336 223 152 14481 6494 5803 1681723 16629 12574 10188 6001 4055 2474 1275 823 4187 2417 2780 113 49499 1902 1353 4120
is_linear=0
shrinkage=0.1


Tree=2022
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 5 5 0 1 1 1 1 1 1 1 0 0 3 0 6 1 0 1 3 0 1 1 5 3 5
split_gain=1.48461e+12 1.03655e+13 2.96038e+13 1.03598e+14 1.83233e+14 7.99236e+13 4.54479e+13 3.43028e+13 4.51827e+13 7.65763e+13 4.58255e+13 4.024e+13 9.99335e+13 1.49975e+14 1.48124e+14 1.02214e+14 7.22024e+13 5.38662e+13 5.71448e+13 5.24004e+13 2.23166e+14 1.03964e+14 8.07602e+13 7.98434e+13 9.47576e+13 1.34583e+14 1.1839e+14 1.17937e+14 1.65874e+14 2.63581e+14
threshold=42.005000000000003 60.029906750000002 59.882016200000002 30.578016350000002 59.939091550000008 65.045000000000016 82.00500000000001 57.60800230000001 60.479177250000006 61.463701450000009 114.17164950000002 39.826386800000009 33.101335500000005 30.502469200000004 37.889331900000009 59.846652800000008 59.609407350000005 13.500000000000002 59.609407350000005 1.5000000000000002 30.370618100000005 59.853570100000006 30.434657650000002 20.500000000000004 59.820733200000006 30.346469350000003 30.346469350000003 92.035000000000011 23.500000000000004 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 6 -6 -5 -2 11 -10 -11 12 13 19 -14 16 -15 18 -13 20 -9 -22 -23 -21 26 -26 -25 -27 29 -29
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12 17 14 15 -16 -17 -18 -19 -20 23 21 22 -24 24 25 27 -28 28 -30 -31
leaf_value=76.391827201501741 -95.600496799112193 1085.2258567975059 -1097.735129472044 -42194.093046171882 16208.833407931857 -26769.600752585276 -112580.74378551135 1063.3598203072922 -43639.681971496248 -6830.8766742472917 32269.347887931614 5942.0713270642345 -54477.1419234981 -4375.3018287390687 -4500.0204012106306 -11009.69170596503 27319.062426479464 -2469.5718285776625 -18572.178152035685 961.63076689014224 -35881.283609739592 -101670.28423339844 33713.890375265859 66184.968962000596 6805.6930929391383 53296.567559874209 -27852.016011024745 -433958.83695652179 20794.221292410715 30775.574098557696
leaf_weight=1600872 2357953 78791 127333 1250 1215 672 99 15470 543 3596 327 43826 614 854 17371 1111 4539 10759 972 41429 2635 50 371 158 2823 1430 877 23 175 26
leaf_count=1600872 2357953 78791 127333 1250 1215 672 99 15470 543 3596 327 43826 614 854 17371 1111 4539 10759 972 41429 2635 50 371 158 2823 1430 877 23 175 26
internal_value=0 -45.0057 -78.7567 -1546.78 -19216.2 903.318 -47359.6 -2.32786 1464.09 -8443.37 -3571.69 1768.17 461.298 2127.46 -6206.22 16610.2 22300.2 3884.21 5410.18 688.628 -3814.78 -28508.8 17635 2465.97 13772.8 20077 -13496.6 42728 -24740.6 -187365
internal_weight=0 2.71729e+06 2.6385e+06 130569 3236 1887 1349 2.50793e+06 149979 4466 3923 145513 89956 71971 17985 6504 5393 55557 44798 65467 18526 3056 421 46941 5512 4477 1035 1654 224 49
internal_count=4318164 2717292 2638501 130569 3236 1887 1349 2507932 149979 4466 3923 145513 89956 71971 17985 6504 5393 55557 44798 65467 18526 3056 421 46941 5512 4477 1035 1654 224 49
is_linear=0
shrinkage=0.1


Tree=2023
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 0 0 0 5 3 5 4 3 3 5 5 4 1 1 5 0 5 0 5 5 0 5 1 4 2
split_gain=1.54911e+12 9.69366e+12 3.12571e+13 2.75068e+13 3.78805e+13 2.78702e+13 1.08686e+14 1.16234e+14 4.16881e+13 4.03713e+13 3.24798e+13 2.77742e+13 2.35999e+13 3.43961e+13 4.54754e+13 5.82793e+13 3.29911e+13 2.28688e+13 3.44971e+13 2.15068e+13 6.83602e+13 5.12863e+13 3.54242e+13 2.74924e+13 2.15632e+13 2.2696e+13 2.13609e+13 4.29391e+13 3.53695e+13 2.64762e+13
threshold=19.500000000000004 37.328003200000005 37.475443250000005 55.601678500000013 55.56564190000001 55.860536450000005 55.842510000000011 55.851332700000007 69.015000000000015 22.500000000000004 76.730000000000018 2.5000000000000004 22.500000000000004 23.500000000000004 69.610000000000014 72.010000000000005 3.5000000000000004 30.259484550000003 30.332994000000003 79.730000000000018 55.812836050000008 98.020000000000024 55.826364100000013 79.010000000000005 94.040000000000006 55.645049100000001 46.405000000000008 37.362912300000012 1.5000000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 -3 6 19 -8 -9 10 -7 -6 17 14 -14 -16 -17 -2 -19 23 24 22 -22 26 -21 -26 28 29 -5 -28
right_child=1 2 -4 5 11 9 7 8 -10 -11 -12 -13 13 -15 15 16 -18 18 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=9.1989092457234971 5086.6304160711588 6768.3794358411369 -476.20777997300803 12661.642119034774 -105776.37105094179 -27126.197617300397 188403.6025761994 -36378.364495623558 132630.62699218752 2541.0882614759707 -135384.25553977274 3647.4510569852946 5455.5258641687396 -2257.5874000176282 175883.7972167969 16421.450730407123 116724.7832832532 -42151.416889065418 -9685.5486647983362 66042.108412746107 -98472.583969726576 66248.512926962212 22147.636562500003 -92028.211007254475 -54692.073713235295 46687.65338541667 3603.2912390884085 -5307.0026710609854 85617.966661005441 54307.588029922976
leaf_weight=4218655 699 151 67484 1799 73 173 71 54 20 1614 33 34 1809 20102 32 206 39 402 1761 273 80 43 35 28 34 63 196 1915 69 217
leaf_count=4218655 699 151 67484 1799 73 173 71 54 20 1614 33 34 1809 20102 32 206 39 402 1761 273 80 43 35 28 34 63 196 1915 69 217
internal_value=0 -389.985 182.492 6555.49 -25487 7786.24 11713.2 96998.9 9299.74 -2779.78 -44468.5 -71006.2 -2091.62 -989.256 11233.2 48965.2 32388.1 -10637.9 -15719.4 9110.81 28138.9 -26923.8 -61762.1 6732.3 51652.1 11152.5 7391.33 1000.04 15356.5 30244.5
internal_weight=0 99509 74459 6975 258 6717 4897 145 74 1820 206 107 25050 22188 2086 277 245 2862 2163 4752 528 158 115 4224 370 97 4196 2328 1868 413
internal_count=4318164 99509 74459 6975 258 6717 4897 145 74 1820 206 107 25050 22188 2086 277 245 2862 2163 4752 528 158 115 4224 370 97 4196 2328 1868 413
is_linear=0
shrinkage=0.1


Tree=2024
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 0 6 1 5 2 1 3 3 1 2 4 0 1 5 5 3 1 5 5 2 2 5 2 0 1
split_gain=1.51885e+12 7.78981e+12 6.64051e+13 1.21273e+13 2.20727e+13 9.02841e+12 7.18333e+12 3.09347e+13 5.68023e+13 6.308e+13 5.26301e+13 4.18069e+13 2.18231e+13 1.99832e+13 1.78516e+13 1.52189e+13 1.481e+13 2.28988e+13 2.24953e+13 2.37203e+13 2.01875e+13 2.67966e+13 2.00456e+13 4.37535e+13 2.14225e+13 1.9671e+13 1.96113e+13 1.98833e+13 1.92413e+13 1.91478e+13
threshold=28.500000000000004 30.578016350000002 36.761894450000007 89.00500000000001 104.75000000000001 59.904813200000007 1.5000000000000002 37.457850350000008 73.995000000000019 13.500000000000002 37.475443250000005 35.500000000000007 38.500000000000007 37.39371280000001 1.5000000000000002 1.5000000000000002 55.784980300000008 37.752451500000006 91.050000000000011 99.555000000000021 37.500000000000007 37.914142000000005 64.805000000000021 73.405000000000015 10.500000000000002 11.500000000000002 69.015000000000015 24.500000000000004 55.851332700000007 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -4 8 13 -10 11 -9 -13 15 -12 -8 29 18 22 -20 21 -19 -18 24 -24 -25 27 -26 -27 -16
right_child=1 2 6 4 -6 -7 7 10 9 -11 14 12 -14 -15 16 -17 17 20 19 -21 -22 -23 23 25 26 28 -28 -29 -30 -31
leaf_value=5.351497742735968 -11264.270271485184 102999.42540322582 -1192.8337643896018 -118216.6544642857 -4127.7504905523265 12726.602144245187 -4265.479626335441 84926.253573393493 -254637.26145833335 -17315.955615234376 -65063.372774465468 -71088.804705810544 50986.294444444444 57277.427001953125 -64094.259263392858 -47014.826732984642 16989.951085836845 71904.186826171877 -93836.898449707034 23016.657452713815 -28363.929150132277 3419.4730191846356 32531.017553710939 86778.908928571444 146502.40521425192 15929.605780194259 215034.30249999999 20142.283593750002 -90589.065647194613 -821.49384814758309
leaf_weight=4283289 755 62 28815 28 43 198 283 142 21 24 38 32 27 40 49 118 456 60 32 38 189 1196 32 28 33 74 20 20 22 2000
leaf_count=4283289 755 62 28815 28 43 198 283 142 21 24 38 32 27 40 49 118 456 60 32 38 189 1196 32 28 33 74 20 20 22 2000
internal_value=0 -657.263 -397.324 -9250.21 -49120.6 -6279.81 -587.048 2922.34 -21042.7 -128066 5517.49 55528.9 -15223.9 -10122 3172.65 -16845.1 3782.91 9480.53 23594.7 -30402.1 2105.99 6691.04 29112.6 53252.2 100753 13029.4 130659 98819.3 -8480.92 -2334.61
internal_weight=0 34875 33851 1024 71 953 33789 4974 486 45 4488 201 59 441 4287 401 4249 2200 755 70 1445 1256 685 229 105 124 73 53 96 2049
internal_count=4318164 34875 33851 1024 71 953 33789 4974 486 45 4488 201 59 441 4287 401 4249 2200 755 70 1445 1256 685 229 105 124 73 53 96 2049
is_linear=0
shrinkage=0.1


Tree=2025
num_leaves=31
num_cat=0
split_feature=0 3 5 0 2 5 0 5 1 4 3 5 1 1 1 3 5 2 0 1 1 3 1 4 5 3 1 6 1 5
split_gain=1.49223e+12 1.39232e+13 3.07236e+13 4.73343e+13 4.64188e+13 3.93408e+13 4.50672e+13 6.27234e+13 1.22047e+14 9.87292e+13 8.40673e+13 7.61002e+13 7.57732e+13 4.81699e+13 1.27426e+14 5.05209e+13 4.71814e+13 4.67444e+13 4.28643e+13 2.61017e+14 1.94328e+14 2.86379e+14 1.20277e+14 9.94652e+13 2.58761e+14 8.81081e+13 1.53393e+14 7.88729e+13 5.54789e+13 5.62205e+13
threshold=55.576287050000012 7.5000000000000009 34.010000000000012 55.793358600000012 2.5000000000000004 58.305000000000007 55.591389050000011 81.910000000000011 37.417247200000006 3.5000000000000004 16.500000000000004 70.00500000000001 37.971176850000006 37.752451500000006 38.096381250000007 17.500000000000004 63.145000000000003 8.5000000000000018 55.601678500000013 37.533784800000006 37.737121850000008 13.500000000000002 37.457850350000008 3.5000000000000004 97.050000000000011 23.500000000000004 37.726745000000001 1.5000000000000002 37.726745000000001 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 11 -9 13 -11 16 -13 17 -15 -16 -7 -10 19 22 21 -21 23 -8 -25 26 -23 -22 -27 -30
right_child=1 2 4 -5 5 6 18 8 9 10 -12 12 -14 14 15 -17 -18 -19 -20 20 27 25 -24 24 -26 28 -28 -29 29 -31
leaf_value=52.581585937550805 357.00825761014647 3958.774300880023 -1972.0672150933924 106.58113810432462 -685.90030436399525 -22336.995320807564 -3796.0423859840944 -108743.37340706168 121138.99074435765 -75498.398960057952 87548.208792724618 -59777.32622414278 -6688.3183733182614 -120079.21352125265 73142.031313529063 -9666.376508068648 9193.1134289516012 41495.829045999468 575.23292202623725 -12198.455669455332 -156460.52573084677 101929.15461997624 -60845.366140797654 337888.6357358871 7599.1472781946177 -23882.340680294037 246453.96741573035 7240.6688911149604 126900.93136639263 -52241.592258522731
leaf_weight=2398881 554170 41009 166562 143569 602143 864 2623 77 108 151 40 653 457 59 186 122 1053 232 403119 292 31 420 362 31 101 70 89 582 86 22
leaf_count=2398881 554170 41009 166562 143569 602143 864 2623 77 108 151 40 653 457 59 186 122 1053 232 403119 292 31 420 362 31 101 70 89 582 86 22
internal_value=0 -65.7209 -237.329 962.45 -424.915 -170.77 582.411 -9977.77 12080.9 22441.2 -41352.5 -17082.9 -37920 39675.4 14551.6 40341.3 -5017.64 66794.2 686.037 10171.6 43114.9 70761.1 -6654.15 466.44 85167.1 106022 127200 -1037.86 45462.9 90408.9
internal_weight=0 1.91928e+06 1.36511e+06 184578 1.18054e+06 1.01397e+06 411830 4002 975 898 191 3027 1110 707 367 308 1917 340 407828 4709 1592 979 3117 2755 132 687 509 613 178 108
internal_count=4318164 1919283 1365113 184578 1180535 1013973 411830 4002 975 898 191 3027 1110 707 367 308 1917 340 407828 4709 1592 979 3117 2755 132 687 509 613 178 108
is_linear=0
shrinkage=0.1


Tree=2026
num_leaves=31
num_cat=0
split_feature=5 0 3 1 0 3 1 4 3 3 4 1 5 1 2 1 1 4 5 0 0 0 0 0 1 3 1 4 2 0
split_gain=1.77256e+12 6.28813e+12 1.21615e+13 1.15438e+13 1.01089e+13 9.88325e+12 1.63289e+13 3.86622e+13 1.36352e+13 1.05127e+13 2.04082e+13 1.19246e+13 2.75758e+13 1.64164e+13 1.0941e+13 1.21739e+13 8.7487e+12 7.67816e+12 1.60234e+13 1.06574e+13 9.24741e+12 1.60867e+13 3.24121e+13 1.10531e+13 1.04333e+13 9.64646e+12 8.15855e+12 7.67607e+12 2.01881e+13 1.77634e+13
threshold=20.010000000000002 44.039893800000009 19.500000000000004 39.718803500000007 54.864040150000001 6.5000000000000009 39.969502550000009 1.5000000000000002 10.500000000000002 4.5000000000000009 2.5000000000000004 39.739656000000004 18.050000000000004 39.726951800000002 1.5000000000000002 39.969502550000009 39.753614400000011 2.5000000000000004 13.050000000000002 45.087005000000012 51.67657710000001 45.055827000000008 45.03656895000001 53.340367100000002 50.158868250000005 4.5000000000000009 39.032393150000004 4.5000000000000009 2.5000000000000004 56.093493200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 17 9 7 8 -7 10 11 12 13 -5 -11 -16 -9 19 20 -3 21 22 26 24 -22 -26 -19 -6 -29 -30
right_child=-2 4 -4 5 27 6 -8 16 -10 14 -12 -13 -14 -15 15 -17 -18 18 -20 -21 23 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-24267.490309532935 7.2450775276089319 -1634.3871306775943 -78306.66789232337 24739.613433441558 -964.0681801197934 29744.400005340576 -23327.389903779083 69507.077812499992 -21921.72654756434 9360.7832250667525 75451.981793707775 -10188.790923507127 -26416.117300375408 105788.13221336571 -29610.073040786196 1775.4053979353471 163041.55373046876 13429.448931884766 68289.866898148146 5696.4257696306086 92655.592343750002 -33754.586897140121 115962.13254076087 -14040.715988571579 64919.434461805555 -4786.8033828124999 -35803.300002063159 -104167.72903395433 -66737.085546875009 56655.564536830352
leaf_weight=274 4263643 2926 23 77 42585 128 91 20 85 158 37 432 77 37 415 176 20 64 27 6154 20 277 23 148 27 75 71 26 20 28
leaf_count=274 4263643 2926 23 77 42585 128 91 20 85 158 37 432 77 37 415 176 20 64 27 6154 20 277 23 148 27 75 71 26 20 28
internal_value=0 -566.578 -5999.85 -5179.4 -354.305 -2195.87 13000.3 26066.8 9126.46 -5905.94 3295.81 -989.547 19817.1 51044.8 -14014.3 -20263.5 116274 2539.84 -7312.45 3334.1 -10207.9 -19230.9 6231.52 4329.26 26614.2 13664.8 -12463.3 -1019.99 -33199.3 5241.96
internal_weight=0 54521 2050 2027 52471 1753 344 253 213 1409 660 623 191 114 749 591 40 9812 732 9080 705 435 158 270 122 102 135 42659 74 48
internal_count=4318164 54521 2050 2027 52471 1753 344 253 213 1409 660 623 191 114 749 591 40 9812 732 9080 705 435 158 270 122 102 135 42659 74 48
is_linear=0
shrinkage=0.1


Tree=2027
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 6 1 5 2 1 1 3 5 1 3 1 5 4 2 2 3 2 3 5 3 3 1 5 3
split_gain=1.64516e+12 3.40473e+13 1.45273e+14 1.12222e+14 1.36061e+14 1.35495e+14 8.44593e+13 7.6825e+13 8.45925e+13 7.35331e+13 8.90191e+13 7.3979e+13 6.76313e+13 6.13682e+13 5.79869e+13 6.59283e+13 7.65486e+13 4.39703e+13 5.78027e+13 4.13587e+13 3.97202e+13 3.78874e+13 5.01193e+13 3.88299e+13 3.53316e+13 3.48217e+13 4.47358e+13 3.44113e+13 5.04116e+13 3.33203e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 23.500000000000004 30.434657650000002 30.425002000000003 1.5000000000000002 30.468306550000005 37.005000000000003 19.500000000000004 30.315880100000005 30.388336800000001 20.500000000000004 61.845000000000006 30.278357500000002 8.5000000000000018 30.332994000000003 72.705000000000013 1.5000000000000002 3.5000000000000004 15.500000000000002 15.500000000000002 4.5000000000000009 4.5000000000000009 101.05000000000001 26.500000000000004 24.500000000000004 30.434657650000002 43.605000000000011 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 14 8 -8 10 12 21 20 25 -3 16 19 -13 -19 -16 -10 23 -23 -12 -20 26 -6 28 -18 -4
right_child=-2 2 29 4 13 -7 7 -9 9 -11 11 17 -14 -15 15 -17 27 18 24 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.62894183283363336 217.48369547063186 -110148.16556919644 -42501.732922088529 -24635.653183521947 -46533.387515770577 122826.41313675592 11553.139144399058 15328.261839627055 6577.3112961873849 80522.590311925567 -116833.82759176589 -13047.710468078951 -175177.58579545456 -74965.088078148969 19708.833698381699 5842.2046448596529 7743.3291487068973 59137.89830290142 -60926.366037371976 122154.72983728856 -75199.56226438492 -157116.64687500001 -64252.445415296061 -32940.926459729992 -185895.07200000001 -93695.171369327916 -7749.4951416015629 43277.760089760646 -198627.89890625002 -101396.03739321044
leaf_weight=3980885 321892 42 311 136 483 115 933 1023 1038 68 63 1108 22 326 56 7334 29 38 238 133 63 78 228 444 25 73 774 47 20 139
leaf_count=3980885 321892 42 311 136 483 115 933 1023 1038 68 63 1108 22 326 56 7334 29 38 238 133 63 78 228 444 25 73 774 47 20 139
internal_value=0 -17.5179 -4712.42 -3025.9 -25683 42926.6 290.069 -9327.11 -15130.7 -22425.2 -24518 -36115.4 -1571 -36082.2 7030 7675.95 54864.3 -22255.1 -56148.2 91800.4 1897.98 -60136.5 -87923.7 -43365.5 -72805.5 -26551.5 -22652.1 -17853.6 -76489.8 -60693.5
internal_weight=0 3.99627e+06 15387 14937 1907 251 13030 5369 4346 3413 3345 2222 1123 1656 7661 7619 285 1409 301 189 1101 813 306 507 263 1330 1257 96 49 450
internal_count=4318164 3996272 15387 14937 1907 251 13030 5369 4346 3413 3345 2222 1123 1656 7661 7619 285 1409 301 189 1101 813 306 507 263 1330 1257 96 49 450
is_linear=0
shrinkage=0.1


Tree=2028
num_leaves=31
num_cat=0
split_feature=3 2 2 0 2 5 6 2 1 1 0 5 1 5 0 1 0 1 5 2 0 5 0 0 5 5 5 5 1 0
split_gain=1.62794e+12 1.01862e+13 2.19502e+13 1.5084e+13 2.00077e+13 1.34234e+13 1.01226e+13 5.8619e+13 4.13598e+13 5.00812e+13 7.1111e+13 5.34206e+13 4.99646e+13 4.8497e+13 4.81698e+13 4.64175e+13 1.05773e+14 4.47289e+13 4.44371e+13 8.48901e+13 5.12871e+13 4.72128e+13 4.20982e+13 6.11719e+13 9.81395e+13 1.00625e+14 9.82903e+13 5.75947e+13 4.8289e+13 4.65057e+13
threshold=9.5000000000000018 15.500000000000002 14.500000000000002 55.795550600000006 17.500000000000004 63.855000000000011 1.5000000000000002 5.5000000000000009 20.507360500000004 30.323743050000001 59.990816400000007 43.810000000000009 30.315880100000005 72.010000000000005 59.863160500000006 30.332994000000003 59.896318000000008 30.305955500000003 71.00500000000001 6.5000000000000009 59.939091550000008 87.395000000000024 54.736324100000012 59.904813200000007 58.040000000000006 65.045000000000016 61.405000000000008 66.990000000000023 30.259484550000003 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 7 -1 13 10 11 -10 22 -9 -14 16 -11 -12 20 21 -16 -20 -13 -24 28 26 -26 -27 29 -25
right_child=-2 3 -4 -5 5 -7 -8 8 9 15 17 12 14 -15 18 -17 -18 -19 19 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-1845.4561217054252 55.4203549399286 87182.276388888888 -58632.702734375001 -40625.718851562502 51573.614843750001 -58893.896093750001 1.9651090768914619 -4249.7568352849594 -1634.248707730969 21080.776661178828 -21446.699702167894 35048.488860308833 -68639.221145833333 -45181.271330594471 83642.727489406781 2419.3630768384623 -82843.319165889305 -148767.95890877018 -68198.598908547792 158709.58613656851 -6766.0941654034514 95038.508361486485 -12123.93271250657 -139199.92726562501 11139.400167410715 165601.44353966345 -173823.3263307733 12218.337278117542 82834.562052328285 44708.607958984379
leaf_weight=127502 2379540 54 64 25 22 22 1772660 1721 1187 191 251 937 30 348 118 31251 201 31 34 104 134 37 773 20 56 26 59 419 303 44
leaf_count=127502 2379540 54 64 25 22 22 1772660 1721 1187 191 251 937 30 348 118 31251 201 31 34 104 134 37 773 20 56 26 59 419 303 44
internal_value=0 -68.025 -69.8509 28708.6 46395.9 -3660.14 -67.9174 -815.174 2616.91 3402.73 13196.7 16400.8 23319.8 -11134.3 53845.7 1990.41 -32206.8 -35443 62451.2 101163 35568.2 16868.6 18029.6 8649.18 25971.3 -369.016 -83754.5 21180 66163.6 -12762.8
internal_weight=0 1.93862e+06 1.9385e+06 123 98 44 1.93844e+06 165777 38275 36206 4563 4281 3094 2069 457 31643 392 282 427 175 252 71 2637 1700 927 560 115 445 367 64
internal_count=4318164 1938624 1938501 123 98 44 1938437 165777 38275 36206 4563 4281 3094 2069 457 31643 392 282 427 175 252 71 2637 1700 927 560 115 445 367 64
is_linear=0
shrinkage=0.1


Tree=2029
num_leaves=31
num_cat=0
split_feature=1 1 5 4 0 2 3 0 0 5 0 5 3 3 3 0 5 3 2 5 0 5 5 5 5 4 5 3 3 2
split_gain=1.5306e+12 1.38975e+13 5.74515e+13 6.44986e+13 1.21005e+14 8.72006e+13 4.91297e+13 7.50652e+13 1.48594e+14 9.72395e+13 8.77225e+13 7.0659e+13 6.86471e+13 8.99974e+13 9.14245e+13 8.23698e+13 7.80859e+13 7.76763e+13 1.13084e+14 9.02516e+13 7.19251e+13 6.64147e+13 1.01689e+14 6.24297e+13 5.92938e+13 8.04326e+13 6.52251e+13 1.09278e+14 1.05664e+14 5.61113e+13
threshold=37.615058950000012 37.620907050000007 95.020000000000024 3.5000000000000004 55.751981950000008 7.5000000000000009 10.500000000000002 55.74310830000001 55.751981950000008 85.020000000000024 55.719391050000006 40.905000000000008 14.500000000000002 18.500000000000004 23.500000000000004 55.695992150000002 90.015000000000015 26.500000000000004 9.5000000000000018 80.815000000000012 55.56564190000001 47.815000000000005 44.605000000000011 40.005000000000003 64.020000000000024 2.5000000000000004 76.00500000000001 11.500000000000002 12.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 10 -9 11 -2 23 24 20 -15 -16 17 18 -17 21 -14 22 -20 -10 -8 -26 28 -28 -27 -22
right_child=1 -3 -4 4 5 -7 12 8 9 -11 -12 -13 13 14 15 16 -18 -19 19 -21 29 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=118.52975285189062 1143.7367968873302 -15.830351554178765 38042.94625273205 69965.580904017857 -228350.323875 18713.243886718752 4256.0912620066247 -253925.99988839286 -8237.830057489984 145711.5815602022 136903.02334375001 -40607.975911145855 13322.5789966716 17536.549202499969 11210.951506240772 1422.6120816995171 -191907.30024038465 4705.3480853979627 -53538.409205453951 88137.637540064112 -107825.13386101974 -102646.24160347111 159382.54067382813 140949.30492995688 72777.067524587939 54546.053695913462 -38290.847494419642 74927.432466447455 -133076.34361795775 -20853.503233681957
leaf_weight=869963 990 3431337 336 35 50 20 2473 28 856 34 50 1198 661 2503 1439 524 26 905 343 39 76 307 24 29 337 52 140 218 71 3100
leaf_count=869963 990 3431337 336 35 50 20 2473 28 856 34 50 1198 661 2503 1439 524 26 905 343 39 76 307 24 29 337 52 140 218 71 3100
internal_value=0 -29.9044 -2893.57 -3725.78 -81852 -157761 -3226.28 -14377 -25066.7 -22039.8 7670.63 -24777.9 -543.474 -4685.55 2852.25 -7337.61 -19649.1 -17558.2 -33846.5 -59766.5 -16688.6 -68324.8 -39614.4 -3349.21 11975.9 35314.6 9067.43 30652.1 -53756.3 -22934.7
internal_weight=0 3.4482e+06 16864 16528 105 70 16423 3185 2145 2117 1040 2083 13238 9947 6110 3607 2168 2142 1237 713 3837 674 367 885 3291 818 481 358 123 3176
internal_count=4318164 3448201 16864 16528 105 70 16423 3185 2145 2117 1040 2083 13238 9947 6110 3607 2168 2142 1237 713 3837 674 367 885 3291 818 481 358 123 3176
is_linear=0
shrinkage=0.1


Tree=2030
num_leaves=31
num_cat=0
split_feature=1 3 3 5 1 2 6 6 0 2 0 0 5 0 1 5 5 1 0 0 2 5 0 0 5 1 2 5 4 1
split_gain=1.45294e+12 9.11684e+12 2.70894e+13 4.39327e+13 6.17052e+13 6.44497e+13 3.46968e+13 2.71447e+13 2.68618e+13 2.50805e+13 4.23909e+13 7.54086e+13 2.81747e+13 2.53788e+13 2.46761e+13 2.19997e+13 1.97364e+13 3.46978e+13 1.91748e+13 1.84287e+13 1.83304e+13 2.97388e+13 1.74904e+13 2.65335e+13 1.54414e+13 1.46248e+13 2.10104e+13 1.43735e+13 1.40391e+13 2.22769e+13
threshold=83.000022850000008 8.5000000000000018 5.5000000000000009 100.05000000000001 83.663637000000008 2.5000000000000004 1.5000000000000002 1.5000000000000002 56.054485600000007 4.5000000000000009 52.056565900000003 53.310923100000004 120.05000000000001 52.719210700000012 92.815157350000007 13.050000000000002 225.45000000000002 92.815157350000007 56.009576300000013 56.143542450000005 3.5000000000000004 161.85000000000002 54.920670650000005 54.811549550000009 123.15000000000002 86.192907650000009 3.5000000000000004 142.05000000000004 4.5000000000000009 92.815157350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 22 8 14 18 10 -9 13 25 -12 -6 -8 -3 -18 -4 28 21 24 23 -5 -7 -13 -27 -22 -11 -30
right_child=1 16 3 4 7 20 15 9 -10 19 11 12 -14 -15 -16 -17 17 -19 -20 -21 27 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=21.818973337833238 190.01550640599328 -415.07391978383515 -10029.188030481095 -28579.693340773811 -147690.84761904762 -115111.46195110453 107508.829296875 -73870.545283777567 36796.261394279238 -15236.505576127687 88654.134843749998 -63944.546111505682 53716.289070084953 226618.23847656252 -15938.278147194602 11574.134141768758 129858.53996582032 -5736.6826766304348 -88695.514041137707 -78532.006077665443 -32809.457315516709 -43201.767881944448 -47480.708882068458 114385.21286764706 -227706.62877139138 68103.208996975809 -55110.775125 -97518.379026442315 -39.320819769965283 103766.66045258621
leaf_weight=3782924 136229 390792 977 21 21 29 24 34 124 221 30 44 103 24 44 5957 32 46 32 34 101 36 21 34 21 31 25 52 72 29
leaf_count=3782924 136229 390792 977 21 21 29 24 34 124 221 30 44 103 24 44 5957 32 46 32 34 101 36 21 34 21 31 25 52 72 29
internal_value=0 -154.21 524.877 6128.34 -13205.9 -50057.8 8919.5 3097.98 -7126.25 9286.8 31063.6 44946 17008.1 149972 -58504.5 11959.1 -405.035 49892.1 -12524.1 -8513.92 -75565 -112504 30155.6 59798.6 -162401 -20801.3 13097 -54802 -1120.7 29766.4
internal_weight=0 535240 144370 8141 1027 315 7114 712 1133 647 291 257 203 54 65 5981 390870 78 1009 356 239 86 76 55 50 100 56 153 322 101
internal_count=4318164 535240 144370 8141 1027 315 7114 712 1133 647 291 257 203 54 65 5981 390870 78 1009 356 239 86 76 55 50 100 56 153 322 101
is_linear=0
shrinkage=0.1


Tree=2031
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 4 5 3 1 1 3 4 0 2 0 0 2 0 5 5 1 4 3 0 0 1 0 2 0
split_gain=1.47358e+12 5.85036e+12 9.7487e+12 1.17154e+13 8.46703e+12 7.86265e+12 8.71963e+12 8.61618e+12 1.10951e+13 1.16861e+13 1.77971e+13 1.15564e+13 1.18087e+13 2.06309e+13 2.04398e+13 1.34602e+13 1.76872e+13 1.15301e+13 9.41944e+12 8.40175e+12 1.42502e+13 8.0005e+12 9.20497e+12 8.40702e+12 7.789e+12 7.62668e+12 7.17721e+12 9.04655e+12 7.47979e+12 7.24698e+12
threshold=20.010000000000002 38.096381250000007 38.950530550000003 44.732363600000006 45.073740550000004 54.762542150000009 1.5000000000000002 19.650000000000002 13.500000000000002 65.480823400000006 65.551978750000004 8.5000000000000018 1.5000000000000002 55.020029900000004 2.5000000000000004 55.046835900000012 55.07108800000001 6.5000000000000009 55.02863030000001 18.050000000000004 13.050000000000002 60.695889550000011 1.5000000000000002 5.5000000000000009 54.970187400000007 56.819808050000006 39.726951800000002 43.465905150000005 9.5000000000000018 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 26 6 -6 8 9 21 -11 18 15 -14 -15 -13 -17 -16 24 20 -8 -7 23 -23 -12 -25 28 -28 -4 -29
right_child=-2 2 4 -5 5 7 19 -9 -10 10 11 12 13 14 17 16 -18 -19 -20 -21 -22 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=-1749.8786967329074 6.6058477590273901 73860.207561383941 -9737.7544367592218 8246.947012174991 5374.0786801348986 796.36389112505447 -4628.494886511834 -5068.8705848840436 5681.5853265600617 -20553.424299846218 -1526.1525238466129 3161.7749111210796 -64954.366832386368 -47540.226376953127 97534.130358355993 -52822.080542834061 -12016.016482076495 17847.911380208334 3522.3966502916142 46455.865851814517 -87909.184523809527 23919.546056835723 -8457.6658402176599 32592.008368210565 -17742.648543373667 -469.33019157335593 -10585.004217529298 15599.909343586103 15479.196312695314 -548.69458853718004
leaf_weight=22553 4263643 28 1994 968 5304 5507 951 3175 3444 557 1067 541 22 20 46 116 1260 30 3434 31 21 458 222 84 410 412 523 429 125 789
leaf_count=22553 4263643 28 1994 968 5304 5507 951 3175 3444 557 1067 541 22 20 46 116 1260 30 3434 31 21 458 222 84 410 412 523 429 125 789
internal_value=0 -516.589 353.48 10091.5 40.3238 664.193 3757.17 -273.436 590.177 -645.888 -3354.67 -1975.5 -8311.95 22391.6 42408.4 -10201.9 -15456.1 66079 650.177 -4793.28 -6427.77 2395.26 9882.58 14150.4 -6027.68 5129.77 -4341.63 415.557 -8250.2 5139.11
internal_weight=0 54521 31968 996 30972 27112 6307 20805 17630 14186 7503 6946 2035 118 96 1917 1376 76 4911 1003 972 6683 1176 954 1477 496 3860 1741 2119 1218
internal_count=4318164 54521 31968 996 30972 27112 6307 20805 17630 14186 7503 6946 2035 118 96 1917 1376 76 4911 1003 972 6683 1176 954 1477 496 3860 1741 2119 1218
is_linear=0
shrinkage=0.1


Tree=2032
num_leaves=31
num_cat=0
split_feature=3 2 6 1 5 1 5 5 0 0 0 1 4 5 5 5 1 5 2 5 5 4 3 5 1 0 5 0 1 5
split_gain=1.44817e+12 9.73358e+12 2.33568e+13 2.32388e+13 4.84628e+13 2.25595e+13 2.03461e+13 3.05605e+13 2.10309e+13 2.63066e+13 4.75114e+13 2.46543e+13 1.86675e+13 2.47566e+13 3.32507e+13 2.56666e+13 2.19497e+13 3.6546e+13 2.73532e+13 1.89856e+13 1.55125e+13 2.63573e+13 4.38805e+13 2.87013e+13 6.18842e+13 5.84062e+13 3.51556e+13 3.95519e+13 3.36249e+13 6.75701e+13
threshold=9.5000000000000018 8.5000000000000018 1.5000000000000002 30.425002000000003 104.75000000000001 30.278357500000002 60.005000000000003 81.910000000000011 60.003414000000006 59.932719750000011 59.950068600000009 30.370618100000005 2.5000000000000004 104.75000000000001 142.05000000000004 85.020000000000024 37.66934650000001 75.750000000000014 11.500000000000002 89.00500000000001 80.00500000000001 3.5000000000000004 8.5000000000000018 109.05000000000001 53.243495500000009 55.751981950000008 94.040000000000006 56.863241500000008 42.09605220000001 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 9 -7 -11 -10 13 15 -15 16 17 18 -5 -17 -14 22 -22 26 25 -25 -23 28 29 -28
right_child=-2 2 3 12 -6 6 7 -9 11 10 -12 -13 20 14 -16 19 -18 -19 -20 -21 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-23.077710141165596 52.27092438366671 4821.1159657216476 847.03470368701255 6302.7186277373412 -127420.82910714287 -10270.658888530732 -44808.964382750943 71849.473111979169 -15223.262035611144 -147918.32310849146 -28412.282574462894 24682.231391416473 -5082.3811596221794 170076.75218750001 -6224.6416100543483 -101310.25211356027 -948.42301977928537 105545.42833614865 -105481.6447443182 -15554.548425839554 -75050.123153409091 -3256.3137216590976 16065.86269734175 19181.524889520202 -28923.476730324073 150069.1644136869 -29337.934980468752 43131.855178052327 -43131.985135429888 -275941.07718750002
leaf_weight=1875579 2379540 5696 1298 4379 35 482 349 24 351 42 160 277 16432 20 23 42 30664 37 22 67 55 664 1355 99 135 52 25 43 197 20
leaf_count=1875579 2379540 5696 1298 4379 35 482 349 24 351 42 160 277 16432 20 23 42 30664 37 22 67 55 664 1355 99 135 52 25 43 197 20
internal_value=0 -64.1593 -1286.33 -1892.93 -10433.9 -9061.3 -16694 -37302.8 -10834.9 -22966.4 -53260.1 2378.36 -1418.49 -54.9461 75776 -147.552 2.89858 6575.98 5743.92 -48598 -3938.31 3169.22 12511.7 -7497.08 20272.4 64255.4 -15866 -45244.2 -60947.4 -138939
internal_weight=0 1.93862e+06 63045 57349 3018 2983 1685 373 1312 684 202 628 54331 35254 43 35211 35102 4438 4401 109 19077 2645 1410 1235 286 151 949 285 242 45
internal_count=4318164 1938624 63045 57349 3018 2983 1685 373 1312 684 202 628 54331 35254 43 35211 35102 4438 4401 109 19077 2645 1410 1235 286 151 949 285 242 45
is_linear=0
shrinkage=0.1


Tree=2033
num_leaves=31
num_cat=0
split_feature=3 0 6 1 1 5 5 1 1 3 5 1 1 0 0 3 6 0 1 1 0 5 5 5 6 0 2 3 3 5
split_gain=1.45513e+12 1.35212e+13 2.30971e+13 7.96449e+13 4.98883e+13 3.81265e+13 3.26975e+13 2.30507e+13 2.22485e+13 1.82219e+13 2.15345e+13 1.27667e+13 1.08924e+14 6.04595e+13 7.68737e+13 5.44317e+13 4.02091e+13 3.33815e+13 1.11999e+14 5.5909e+13 2.90805e+14 1.10637e+14 1.53576e+14 1.36814e+14 1.0693e+14 7.47404e+13 7.33985e+13 6.86743e+13 6.36299e+13 5.96133e+13
threshold=19.500000000000004 43.514103700000014 1.5000000000000002 39.925119750000007 39.925119750000007 34.920000000000009 54.990000000000002 43.574807850000006 47.554129950000011 20.500000000000004 60.310000000000009 30.410108300000001 30.388336800000001 60.042666650000008 59.990816400000007 24.500000000000004 1.5000000000000002 59.820733200000006 30.346469350000003 30.362552800000003 59.834458500000004 50.805000000000007 60.905000000000008 37.75500000000001 1.5000000000000002 59.834458500000004 19.500000000000004 23.500000000000004 24.500000000000004 53.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -4 -2 -5 -9 -7 -11 12 17 14 -14 16 -16 18 -3 25 21 23 29 -21 -22 28 -24 -26 -19 -23
right_child=1 11 3 7 -6 9 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 19 -20 20 24 22 26 -25 27 -27 -28 -29 -30 -31
leaf_value=21.187367453451586 22278.859261067711 31020.071562734858 9305.0241898148142 31873.38005758619 -54333.276507393974 -49742.365348307299 149349.45833333334 -117539.97845052084 20095.215047554349 -102802.42660060976 -213251.18276209678 -345.21092601672774 13368.365612259986 -31639.257339933552 -34928.894562499998 30189.292460914283 97227.825164773953 -28753.058119909863 -18793.325653649601 110745.50705264998 11159.507338966592 365876.28515625 -3584.7888618364727 -16095.021050650315 -28596.75056871897 420.31472022057625 204783.92290482955 1969.0979981977653 12541.290632064602 181407.57360101747
leaf_weight=3810546 81 551 27 126 70 24 27 24 23 41 31 436442 1065 174 25 368 291 1575 2496 162 6221 22 73 179 1347 53938 22 1618 489 86
leaf_count=3810546 81 551 27 126 70 24 27 24 23 41 31 436442 1065 174 25 368 291 1575 2496 162 6221 22 73 179 1347 53938 22 1618 489 86
internal_value=0 -159.048 -17040.7 -34158.8 11425.2 -95677 54046.5 9579.63 -50186.6 -125203 -150357 -143.269 1103.31 24577.1 30169.8 56330 86772.4 447.006 -9785.39 921.327 7918.1 78958.9 137408 44163.5 3711.02 -294.319 44669 -11917 -18969.7 218985
internal_weight=0 507618 474 296 178 123 108 173 47 96 72 507144 70702 1923 1749 684 316 68779 3047 65732 9730 544 203 341 9186 56002 95 2965 2064 108
internal_count=4318164 507618 474 296 178 123 108 173 47 96 72 507144 70702 1923 1749 684 316 68779 3047 65732 9730 544 203 341 9186 56002 95 2965 2064 108
is_linear=0
shrinkage=0.1


Tree=2034
num_leaves=31
num_cat=0
split_feature=2 0 1 5 1 2 5 5 2 1 5 5 5 1 1 1 0 1 3 1 5 5 3 0 5 3 5 4 5 5
split_gain=1.48296e+12 1.11537e+13 2.01974e+13 2.1662e+13 2.37125e+13 6.07223e+13 2.26e+13 2.30007e+13 1.15399e+14 1.08514e+14 6.36679e+13 3.7336e+13 3.70218e+13 1.20038e+14 4.08834e+13 2.03429e+13 2.02813e+13 3.8891e+13 1.98976e+13 1.98133e+13 2.03561e+13 2.52062e+13 2.16792e+13 1.82785e+13 1.61448e+13 3.7621e+13 3.19996e+13 2.61129e+13 1.74755e+13 3.86383e+13
threshold=14.500000000000002 45.055827000000008 39.071052600000009 63.455000000000005 37.314272700000011 16.500000000000004 132.05000000000004 120.05000000000001 17.500000000000004 38.969379750000009 125.85000000000001 125.85000000000001 118.33500000000002 39.041623000000008 38.975980350000007 38.975980350000007 45.013473000000012 38.984911950000004 20.500000000000004 38.959914000000005 47.005000000000003 49.010000000000012 16.500000000000004 44.874285750000006 63.805000000000007 19.500000000000004 142.05000000000004 2.5000000000000004 110.05000000000001 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -5 7 12 9 11 -11 -9 -6 14 -14 19 -10 -18 -12 -2 -21 -22 -23 -8 27 -26 28 -4 29 -27
right_child=1 -3 24 4 6 -7 23 8 16 10 18 -13 13 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-17.078714217044372 -538.42670242495387 38.476934632322838 534.9762516919385 -40108.005298913049 9906.916471092145 182951.9117826022 -86466.639138104845 53607.405779157372 54625.71698369566 270866.92244944855 52397.433072916669 -122782.2625186012 -175204.57150297621 166428.83187500003 -29978.390972222227 5022.6443244682951 -5527.797059151786 -133429.74824218752 165960.63668981483 -31642.904203226244 50816.830609903707 32527.959966216222 -30656.891230444817 -7139.5226702311556 3290.6407636439167 -30138.432135354717 39227.612174479167 87179.690669642863 -67618.148441745929 25306.233031063988
leaf_weight=3980118 3490 312966 5618 23 5180 26 31 28 23 34 36 21 42 20 36 6562 70 36 27 463 77 74 204 461 1276 867 81 35 92 147
leaf_count=3980118 3490 312966 5618 23 5180 26 31 28 23 34 36 21 42 20 36 6562 70 36 27 463 77 74 204 461 1276 867 81 35 92 147
internal_value=0 201.083 2230.2 4193.06 8965.6 78250.3 8403.98 10224 38419.2 99310.3 160585 -21988.2 8754.94 -52135.1 -108177 1517.46 -30496.3 -48966.2 101067 -3821.68 -17829.7 185.801 -13837.9 -12137.8 -1872.57 -8629.55 -21443.5 1071.43 -25886.9 -22100.6
internal_weight=0 338046 25080 16964 6094 49 6045 5553 275 146 97 49 5278 98 78 10870 129 106 63 4308 818 355 278 492 8116 2463 1187 5653 1106 1014
internal_count=4318164 338046 25080 16964 6094 49 6045 5553 275 146 97 49 5278 98 78 10870 129 106 63 4308 818 355 278 492 8116 2463 1187 5653 1106 1014
is_linear=0
shrinkage=0.1


Tree=2035
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 6 0 2 4 5 3 0 1 1 1 2 3 5 6 2 1 5 2 2 1 5 5 1 1 5
split_gain=1.52157e+12 1.72882e+13 2.61229e+13 4.65674e+13 7.47079e+13 5.03048e+13 5.33355e+13 4.39918e+13 4.41237e+13 5.38611e+13 4.35158e+13 3.595e+13 1.45325e+14 9.97028e+13 7.01581e+13 6.76329e+13 1.01555e+14 5.14189e+13 5.06111e+13 6.21243e+13 4.95456e+13 4.58214e+13 4.54246e+13 4.30091e+13 4.02452e+13 4.72759e+13 6.12274e+13 3.11862e+13 4.78431e+13 5.26532e+13
threshold=88.015000000000015 59.932719750000011 60.017447350000005 30.388336800000001 30.362552800000003 1.5000000000000002 59.939091550000008 4.5000000000000009 3.5000000000000004 101.05000000000001 5.5000000000000009 60.029906750000002 30.323743050000001 30.451272450000005 30.226173900000003 14.500000000000002 11.500000000000002 118.33500000000002 1.5000000000000002 13.500000000000002 30.243224600000001 93.00500000000001 1.5000000000000002 4.5000000000000009 30.315880100000005 91.050000000000011 98.020000000000024 30.323743050000001 30.278357500000002 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 -7 -9 12 14 15 -4 16 22 18 -16 20 -20 -18 -14 -24 25 -22 -27 28 29 -13
right_child=1 2 11 -5 5 6 -8 10 -10 -11 -12 27 13 -15 17 -17 21 -19 19 -21 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=14.132873380272635 -509.46359149848035 5762.1641510738336 -118452.85572804417 24093.755754669761 -91508.67010867619 -24845.228095910905 11991.24361331504 -249261.516328125 9826.7849721182774 -202069.33524305557 -60065.084425403227 24455.555972244762 162416.50392628205 -58361.5425316541 -61172.178785342257 114541.01733096692 81460.889609966864 -108105.63953510803 -107555.86783854169 116772.50205494951 -78452.179340277784 -45636.172053633585 24303.550319010421 137791.05785596895 -73592.37847140331 121838.12956321024 -4968.4572026909727 -3133.0926765642234 39470.906095283572 -12472.092687772229
leaf_weight=4086520 212386 9257 116 1233 109 47 289 20 113 27 31 674 39 145 210 89 33 81 48 41 36 202 180 41 53 66 90 4608 476 904
leaf_count=4086520 212386 9257 116 1233 109 47 289 20 113 27 31 674 39 145 210 89 33 81 48 41 36 202 180 41 53 66 90 4608 476 904
internal_value=0 -249.323 2619.62 5768.34 3484.38 -29668.9 -16878.5 -51934.5 -29482.2 -89508.1 -134260 -1688.38 -15842.9 15857 -47029.4 34284.5 19854.6 -33773.2 -22705.3 1480.45 -14652.6 -27788.5 62916.6 45357.8 3548.9 24843.1 48680.5 1434.87 11682.8 3300.55
internal_weight=0 231644 19258 11126 9893 636 527 238 187 74 51 8132 1470 729 741 584 495 625 544 334 293 235 260 221 245 192 156 6662 2054 1578
internal_count=4318164 231644 19258 11126 9893 636 527 238 187 74 51 8132 1470 729 741 584 495 625 544 334 293 235 260 221 245 192 156 6662 2054 1578
is_linear=0
shrinkage=0.1


Tree=2036
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 5 1 1 5 1 3 3 5 4 3 5 5 6 4 5 5 5 3 3 3 5 5 1 5
split_gain=1.4663e+12 3.24226e+13 2.48077e+13 3.10586e+13 2.07243e+14 9.51178e+13 1.01174e+14 5.4447e+13 5.25671e+13 8.59201e+13 5.0495e+13 4.41239e+13 4.15057e+13 4.28297e+13 9.29441e+13 4.06332e+13 3.8156e+13 3.2418e+13 3.2271e+13 3.20816e+13 3.14524e+13 5.37062e+13 1.07411e+14 4.25116e+13 3.45929e+13 9.77976e+13 6.52992e+13 3.42956e+13 6.87063e+13 9.11328e+13
threshold=44.039893800000009 39.262370300000008 43.642715500000008 39.826386800000009 40.810045900000013 7.5000000000000009 56.205000000000005 39.704585000000002 40.247294600000011 39.505000000000003 41.950906500000009 5.5000000000000009 3.5000000000000004 84.030000000000015 3.5000000000000004 3.5000000000000004 69.610000000000014 98.020000000000024 1.5000000000000002 1.5000000000000002 52.405000000000008 69.610000000000014 68.00500000000001 12.500000000000002 5.5000000000000009 10.500000000000002 42.895000000000003 44.205000000000005 39.488326500000007 50.805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 8 20 15 -10 -6 -11 -8 -14 -15 -5 -9 -12 -19 -17 24 22 -22 -23 -4 27 -27 -26 -29 -30
right_child=-2 2 3 4 10 -7 12 16 9 11 17 -13 13 14 -16 19 -18 18 -20 -21 21 23 -24 -25 25 26 -28 28 29 -31
leaf_value=-48266.342894171277 -9.6338803133440596 -199.14413744659583 -16575.292839558282 73899.321585717538 -26295.998976119736 -156927.07377717391 210806.57705439813 -31140.741982360458 29816.432789988336 113220.29221874999 2500.2780579656392 288966.58265625004 103792.31953163148 -22414.850815862344 218908.88093750004 22621.151314996558 -138306.52377232144 -15165.748112499999 43603.858441145618 -27501.659754719225 21071.703361617441 -21453.55988784444 216735.57279094827 40015.566654575901 17452.486916948452 -2658.3775761449619 -63255.610069664093 -3581.8039291188688 174506.93392857144 -45239.657375000003
leaf_weight=137 4203278 97915 1601 101 590 23 27 159 154 50 9309 20 256 79 20 363 42 125 370 197 862 573 29 140 681 635 247 79 77 25
leaf_count=137 4203278 97915 1601 101 590 23 27 159 154 50 9309 20 256 79 20 363 42 125 370 197 862 573 29 140 681 635 247 79 77 25
internal_value=0 352.47 410.517 3956.61 6808.32 44612.6 48271.2 -2513.17 29705.7 71571.8 2116.43 163434 91282.8 82192.2 26337.4 15518.1 -53533.6 3826.27 28763 4988.66 -441.018 11071.3 27440.1 -9383.89 -5961.44 3782.12 -19628.4 27735.8 66425.9 120647
internal_weight=0 114886 114749 16834 11684 1290 1267 5150 885 224 10394 70 382 355 99 661 201 9804 495 560 4949 1604 891 713 3345 1744 882 862 181 102
internal_count=4318164 114886 114749 16834 11684 1290 1267 5150 885 224 10394 70 382 355 99 661 201 9804 495 560 4949 1604 891 713 3345 1744 882 862 181 102
is_linear=0
shrinkage=0.1


Tree=2037
num_leaves=31
num_cat=0
split_feature=0 1 1 3 2 5 1 3 3 5 5 5 5 4 5 3 3 6 3 4 3 3 3 5 2 3 2 3 2 5
split_gain=1.45725e+12 5.70474e+12 5.69657e+12 2.12722e+13 1.18664e+13 1.20286e+13 1.04572e+13 2.0289e+13 2.14299e+13 2.65959e+13 1.57342e+13 1.47302e+13 3.4225e+13 2.30826e+13 1.80943e+13 1.32769e+13 1.32495e+13 1.23774e+13 1.48994e+13 2.39079e+13 1.8513e+13 2.07909e+13 1.76225e+13 2.41881e+13 1.8621e+13 1.41786e+13 1.38113e+13 1.35075e+13 1.3372e+13 1.29548e+13
threshold=43.056445700000005 44.083877800000003 47.554129950000011 10.500000000000002 7.5000000000000009 142.05000000000004 47.473138800000008 4.5000000000000009 3.5000000000000004 77.715000000000018 123.15000000000002 107.05000000000001 150.04500000000004 2.5000000000000004 89.00500000000001 15.500000000000002 18.500000000000004 1.5000000000000002 10.500000000000002 3.5000000000000004 13.500000000000002 14.500000000000002 16.500000000000004 68.00500000000001 9.5000000000000018 15.500000000000002 8.5000000000000018 10.500000000000002 8.5000000000000018 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 15 8 10 -10 -8 13 -13 -11 -15 -3 17 25 -19 20 29 -22 23 -23 -25 27 -24 -9 -21 -20
right_child=-2 2 3 -5 5 -7 7 16 9 11 -12 12 -14 14 -16 -17 -18 18 19 28 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-44447.92823660736 -5.0361921782849643 -158.86855133043389 -1776.8369866566918 8854.4672593961932 -10984.355862341921 -85570.579545454544 8485.7092333059154 3911.1094025988768 16243.887000868057 16762.815394176137 -69000.024944196441 -31951.057218191967 108920.30248161765 66002.90773437501 188797.84074218752 -26757.828903693557 -71692.064648437503 2944.2479502601977 24110.983712096135 126405.20544181037 -23606.964099954508 -18920.734425403229 -66035.009233805336 149002.30636160713 34671.980118534484 22414.421779908254 30744.609172952591 -7553.3847024138076 24302.395737092393 -12131.466557965961
leaf_weight=28 4285952 10723 6830 1705 1259 22 409 1789 252 22 28 35 34 20 30 191 24 4772 826 29 249 31 30 28 29 238 29 2415 23 112
leaf_count=28 4285952 10723 6830 1705 1259 22 409 1789 252 22 28 35 34 20 30 191 24 4772 826 29 249 31 30 28 29 238 29 2415 23 112
internal_value=0 670.088 709.34 -1298.98 -3433.32 -12265.3 1590.67 3701.28 18758.9 35702.9 3520.95 70480.7 37463.8 102122 139680 -624.363 2524.91 2692.94 5595.16 14722.3 12129.2 -6001.47 23820.1 52170.6 90834.2 -1330.44 -18465.4 -2674.7 81244.3 19783.5
internal_weight=0 32212 32184 9816 8111 1281 22368 11454 830 393 437 141 69 72 50 10914 10624 10600 6158 1386 1334 396 147 88 57 4442 59 4204 52 938
internal_count=4318164 32212 32184 9816 8111 1281 22368 11454 830 393 437 141 69 72 50 10914 10624 10600 6158 1386 1334 396 147 88 57 4442 59 4204 52 938
is_linear=0
shrinkage=0.1


Tree=2038
num_leaves=31
num_cat=0
split_feature=2 4 5 5 1 4 0 2 5 3 4 5 0 5 3 3 2 0 5 5 2 1 1 0 0 5 2 1 5 4
split_gain=1.41837e+12 3.52865e+12 8.22162e+12 6.0047e+12 5.44152e+12 6.08901e+12 5.0481e+12 4.18386e+12 2.80667e+12 1.49645e+12 7.5288e+12 2.14386e+13 1.129e+13 1.70973e+13 1.39336e+13 2.60578e+13 1.33799e+13 1.27887e+13 3.31628e+13 1.0955e+13 1.28494e+13 1.08331e+13 2.36568e+13 2.60499e+13 1.51625e+13 2.13827e+13 1.35877e+13 1.16322e+13 4.17518e+13 2.26937e+13
threshold=34.500000000000007 1.5000000000000002 39.995000000000012 46.010000000000012 37.582182450000005 2.5000000000000004 56.802385350000009 35.500000000000007 68.00500000000001 34.500000000000007 2.5000000000000004 137.05000000000004 56.838612000000005 67.990000000000023 37.500000000000007 38.500000000000007 26.500000000000004 56.791364150000007 107.05000000000001 74.010000000000005 21.500000000000004 37.615058950000012 37.642309100000013 55.834684950000003 55.784980300000008 45.610000000000007 4.5000000000000009 37.542000650000013 69.015000000000015 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 -4 -3 8 -7 -2 -6 -1 21 12 13 -12 16 -16 17 18 19 -15 -21 27 23 24 -23 -26 -25 -11 29 -29
right_child=1 4 3 -5 5 6 -8 -9 -10 10 11 -13 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 26 25 -27 -28 28 -30 -31
leaf_value=1.5073874449545011 30525.390849609379 32473.744656032988 91308.578924005677 17424.778409090908 -16408.366302083334 -18715.440027573532 36188.708333333336 -28521.657031250001 -62288.668359375006 -5975.6804931037286 80689.734121093759 -31064.625100414574 -20613.739108584974 -23482.997125000002 -79984.180852229416 10040.330003408139 -3313.0636885127315 12598.335723198785 174085.81187500001 30106.114471571185 104756.46454133064 28280.993558913011 -3570.4733183323065 49515.362555338543 -78809.38456503379 23810.488637152779 155925.25453125002 -41631.727102289973 -163914.21655040924 20600.986497261601
leaf_weight=4313208 20 36 22 22 30 34 33 30 24 1568 40 130 89 25 41 149 135 144 20 90 31 208 1637 30 37 45 20 148 21 97
leaf_count=4313208 20 36 22 22 30 34 33 30 24 1568 40 130 89 25 41 149 135 144 20 90 31 208 1637 30 37 45 20 148 21 97
internal_value=0 7517.01 22840.3 54366.7 -1657.46 -11812.2 8326.9 -4902.84 -36799.6 -0.43696 -1782.88 6476.24 12864.1 17278.2 13283.8 -9386.01 22963 34405.8 53323.1 36780.3 49231.4 -3720.33 1414.81 25417.5 13924 -22493.6 92079.3 -9255.87 -28591.7 -16992.7
internal_weight=0 251 94 44 157 121 67 50 54 4.31791e+06 4705 894 764 675 635 190 445 310 166 146 121 3811 1977 340 290 82 50 1834 266 245
internal_count=4318164 251 94 44 157 121 67 50 54 4317913 4705 894 764 675 635 190 445 310 166 146 121 3811 1977 340 290 82 50 1834 266 245
is_linear=0
shrinkage=0.1


Tree=2039
num_leaves=31
num_cat=0
split_feature=2 5 5 2 0 5 2 1 5 5 3 3 0 5 5 1 1 4 5 3 5 1 5 1 3 5 1 5 5 1
split_gain=1.3517e+12 7.10867e+12 2.37518e+13 9.75412e+12 4.55335e+12 5.63775e+12 1.3504e+13 1.38777e+13 6.63477e+12 1.72366e+13 8.0062e+12 5.75164e+12 5.5213e+12 1.0366e+13 6.71063e+12 5.43596e+12 4.85377e+12 8.68952e+12 4.40647e+12 5.83892e+12 4.13247e+12 1.2391e+13 7.53931e+12 1.04142e+13 4.11349e+12 3.93955e+12 1.00765e+13 5.59438e+12 1.36625e+13 9.08191e+12
threshold=31.500000000000004 56.505000000000003 58.040000000000006 32.500000000000007 55.834684950000003 40.205000000000005 33.500000000000007 37.559851850000008 38.010000000000012 36.715000000000011 32.500000000000007 37.500000000000007 56.281985950000006 42.405000000000008 52.990000000000002 37.542000650000013 37.533784800000006 1.5000000000000002 64.020000000000024 32.500000000000007 45.610000000000007 37.642309100000013 42.005000000000003 37.620907050000007 35.500000000000007 65.905000000000015 37.542000650000013 73.010000000000005 76.00500000000001 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 16 -8 9 10 -2 -10 13 -6 24 -12 17 -7 19 -4 22 -22 23 -18 -15 26 -20 -27 -29 -30
right_child=1 2 18 -5 12 6 7 -9 11 -11 15 -13 -14 14 -16 -17 20 -19 25 -21 21 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-1.1336024477137163 57378.574147727275 -23852.942606026787 -15153.140920110336 -106600.16174568965 8915.4989224986875 72805.349172794129 28166.346794181034 136444.98671875001 805.58080193014712 92169.340885416663 -30573.398948333223 -63133.275813802087 15507.451116900074 -27757.67666311553 12492.622591145833 9437.1681805419921 30959.402119715076 -398.54756804435488 23739.573880709137 21777.108226545468 -69258.466890625001 20927.95770983574 48337.490077275819 -53114.599541766831 -78076.446520996091 16119.143405320909 -54457.751822374135 -68500.965400094705 -65153.95058230446 2586.2059857035792
leaf_weight=4316392 22 28 57 29 119 34 29 20 34 24 59 24 141 33 21 80 34 31 26 172 25 39 46 26 32 144 45 33 21 344
leaf_count=4316392 22 28 57 29 119 34 29 20 34 24 59 24 141 33 21 80 34 31 26 172 25 39 46 26 32 144 45 33 21 344
internal_value=0 2761.33 -3480.17 -65952.4 9188.73 15040.6 24607.9 72361.7 3858.96 13111 1325.91 -25651.9 275.695 -10200.8 -36652.4 -7545.73 14650.7 37892.7 748.943 12584.9 5764.08 -14301.1 17878.9 -5472.67 -52530 -3672.63 -25822.1 -771.132 -6882.19 -1311.17
internal_weight=0 1772 899 57 873 527 284 49 243 185 161 58 346 205 86 139 235 65 842 229 170 64 106 60 65 613 71 542 398 365
internal_count=4318164 1772 899 57 873 527 284 49 243 185 161 58 346 205 86 139 235 65 842 229 170 64 106 60 65 613 71 542 398 365
is_linear=0
shrinkage=0.1


Tree=2040
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 5 3 3 0 1 1 5 5 4 5 5 5 5 0 0 0 2 5 2 5 3 3 3 5 4
split_gain=1.34624e+12 2.25969e+13 2.21289e+13 2.17645e+13 4.33596e+13 2.82691e+13 3.20485e+13 3.37428e+13 2.24811e+13 2.72277e+13 6.05244e+13 1.47967e+14 4.0737e+13 4.97629e+13 4.67779e+13 3.66771e+13 2.17221e+13 3.36718e+13 2.47898e+13 4.63186e+13 5.33149e+13 4.95196e+13 5.83516e+13 4.20509e+13 3.54137e+13 8.64083e+13 4.99896e+13 4.55481e+13 5.02252e+13 4.13834e+13
threshold=49.111504200000006 50.227799100000006 59.609407350000005 53.310923100000004 93.043229050000022 67.00500000000001 16.500000000000004 9.5000000000000018 52.056565900000003 83.663637000000008 83.761389800000003 128.92000000000004 107.05000000000001 3.5000000000000004 79.730000000000018 95.020000000000024 32.005000000000003 34.605000000000011 53.145783300000012 53.310923100000004 55.299834250000011 1.5000000000000002 150.04500000000004 1.5000000000000002 60.905000000000008 19.500000000000004 25.500000000000004 8.5000000000000018 72.705000000000013 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 5 -3 7 8 -7 15 11 12 13 14 -11 -10 -2 -18 -19 23 -21 22 -22 -20 -25 27 29 28 -26 -27
right_child=1 3 -4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 18 19 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-49.195801160335961 -2205.1676424193088 -2997.9703909439918 -27394.695825559706 49.464298995433062 386.27085790744871 2311.767795399338 -34792.448279289187 4723.8291263247538 -22283.896283820814 14496.16531575521 -17312.672177299642 248097.64046875003 -81012.275009765639 -49494.23886294158 164122.62404983109 -78536.503449495576 8568.2438177459971 -5844.7596275855176 -8528.6496636720949 -7065.2638268827914 8492.2686463143618 547.79281559707431 168007.94016644021 3407.3441989037938 12045.504718717983 -9687.9364208092866 27668.579822383741 14118.915307296196 54579.00250005308 92839.693906250002
leaf_weight=2430983 15094 34188 268 1662504 50693 677 508 1387 1327 48 921 30 40 46 37 127 6965 4529 1955 8211 7781 67361 23 13105 488 2492 463 5229 644 40
leaf_count=2430983 15094 34188 268 1662504 50693 677 508 1387 1327 48 921 30 40 46 37 127 6965 4529 1955 8211 7781 67361 23 13105 488 2492 463 5229 644 40
internal_value=0 63.3719 1311.76 -32.5427 -1546.91 -4038.23 -10946.6 -8335.94 -13904.3 -18166.1 -6462.49 43254 7316.53 34287.2 79627.7 -27197.3 1369.01 1821.28 1402.9 1707.42 585.654 1421.44 8962.39 5538.03 6762.39 11461.8 -2543.64 18056.1 36243 -8068.23
internal_weight=0 1.88718e+06 134648 1.75253e+06 90029 39336 5148 4640 3253 2576 1122 201 171 131 85 1454 134380 119286 112321 107792 83376 75165 7804 24416 22461 9356 2995 6361 1132 2532
internal_count=4318164 1887181 134648 1752533 90029 39336 5148 4640 3253 2576 1122 201 171 131 85 1454 134380 119286 112321 107792 83376 75165 7804 24416 22461 9356 2995 6361 1132 2532
is_linear=0
shrinkage=0.1


Tree=2041
num_leaves=31
num_cat=0
split_feature=5 2 0 2 1 1 5 5 0 3 1 0 6 1 0 5 0 3 3 0 3 5 3 1 3 0 3 5 4 5
split_gain=1.52271e+12 9.32316e+12 3.03203e+13 2.96698e+13 6.08604e+13 4.94433e+13 5.86557e+13 1.18226e+14 5.16652e+13 4.94819e+13 7.62001e+13 4.79748e+13 4.79354e+13 4.4498e+13 4.36138e+13 6.1896e+13 5.86509e+13 6.17375e+13 5.59157e+13 5.11286e+13 4.55205e+13 4.38395e+13 4.24406e+13 4.15828e+13 5.90404e+13 5.45181e+13 4.34391e+13 4.22557e+13 4.11843e+13 4.05373e+13
threshold=96.015000000000015 4.5000000000000009 55.755036050000008 8.5000000000000018 38.151577750000008 20.507360500000004 103.45000000000002 112.04500000000002 53.973051950000006 10.500000000000002 37.275078000000001 54.725565150000001 1.5000000000000002 38.950530550000003 54.725565150000001 107.05000000000001 55.708120100000009 7.5000000000000009 5.5000000000000009 55.664473600000008 8.5000000000000018 137.05000000000004 23.500000000000004 38.959914000000005 11.500000000000002 45.059881250000011 13.500000000000002 101.05000000000001 3.5000000000000004 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 11 28 14 -11 -8 -12 22 15 -10 17 21 -18 20 -19 -16 29 24 -15 27 -27 -26 -7 -6
right_child=1 2 -4 -5 13 8 7 -9 9 10 12 -13 -14 23 16 -17 18 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=11.248292011407607 -1222.7794663138375 -75494.753610777247 -1957.1697352413714 -381.63655908842787 -31650.620877511159 14854.052386781981 43436.553619791666 -27669.516886707159 151382.99971547068 -36759.396319968269 -1207.4626833034206 173942.18315548782 44087.440760509606 -33352.323249945235 -63378.602756643297 50444.211744068292 -63520.001339285722 131558.63063019785 112933.50120967743 -54958.358011798467 35481.384875766867 47850.02377232143 68913.950350765299 2270.1342753505119 122450.42316406251 232818.2154761905 76819.338543855047 3211.0527551951145 -21240.758080246658 95467.570432692315
leaf_weight=4168594 64292 117 33762 27075 714 1251 90 337 81 227 370 41 634 107 128 243 21 62 124 49 241 49 49 18685 35 21 119 197 423 26
leaf_count=4168594 64292 117 33762 27075 714 1251 90 337 81 227 370 41 634 107 128 243 21 62 124 49 241 49 49 18685 35 21 119 197 423 26
internal_value=0 -313.496 372.023 1898.5 4424.37 14946.1 -12165.1 3667.29 19009.6 28980.2 15564.8 84281.8 27395.1 2057.74 45527.7 75678.9 31033.7 15589.6 87378.2 39814.5 55140.8 -32586.5 -21216.2 3015.96 32109.2 50938.2 100219 21199.8 5733.32 -27184.3
internal_weight=0 149570 85278 51516 24441 4488 585 468 3903 2229 1231 131 1004 19953 998 324 674 529 145 352 303 177 789 19164 479 372 140 232 1674 740
internal_count=4318164 149570 85278 51516 24441 4488 585 468 3903 2229 1231 131 1004 19953 998 324 674 529 145 352 303 177 789 19164 479 372 140 232 1674 740
is_linear=0
shrinkage=0.1


Tree=2042
num_leaves=31
num_cat=0
split_feature=2 3 1 5 4 0 6 1 5 1 5 1 1 0 5 0 0 1 0 1 1 0 5 0 6 5 5 0 0 5
split_gain=1.46267e+12 1.7128e+13 2.77706e+13 3.1172e+13 6.11214e+13 5.59243e+13 4.42115e+13 2.54144e+13 4.89307e+13 2.93862e+13 3.21926e+13 5.2968e+13 3.24061e+13 2.66142e+13 2.61187e+13 2.67239e+13 2.26077e+13 2.22987e+13 3.42839e+13 5.74132e+13 4.03826e+13 5.50335e+13 4.40953e+13 4.1027e+13 3.31964e+13 2.9356e+13 2.49168e+13 2.17821e+13 4.23373e+13 7.61034e+13
threshold=4.5000000000000009 6.5000000000000009 20.507360500000004 104.75000000000001 4.5000000000000009 54.725565150000001 1.5000000000000002 28.619594500000002 132.05000000000004 38.633372000000001 118.33500000000002 38.92948375000001 103.85249100000001 45.112033650000008 116.06000000000002 45.013473000000012 60.003414000000006 49.111504200000006 57.60800230000001 39.925119750000007 47.208373000000009 52.719210700000012 161.85000000000002 56.301440000000007 1.5000000000000002 132.05000000000004 142.05000000000004 59.932719750000011 59.939091550000008 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -4 16 14 13 17 -12 -11 -16 27 18 20 -20 23 22 -22 -13 26 -25 -19 -9 29 -29
right_child=1 -3 7 4 -6 -7 -8 9 -10 10 11 12 -14 -15 15 -17 -18 24 19 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=61.837986341702269 18893.764421319527 33.398889301200995 10225.769302907276 -32322.355179398146 -110993.09916779891 154900.10801282054 -55242.731078147342 -3264.6541508460159 143871.29481026786 -184.35370681308333 -161613.93283617427 -13245.102988713144 61873.967944335942 -38859.461472039475 -68363.703160511373 48356.859821736878 3955.9769649623286 158292.2265625 -124775.19113127056 7335.3289921201504 47680.912015845068 -88941.089354140102 -114349.66558948865 -21532.639671688987 -4954.8775517937356 80081.491512784094 24342.906164253051 -18511.645287048515 -7065.2893448414534 -117335.98335156251
leaf_weight=2028337 109 2074229 1268 27 23 39 307 38136 28 165503 33 814 64 38 22 181 4020 21 76 58 71 147 22 42 1502 88 41 353 2465 100
leaf_count=2028337 109 2074229 1268 27 23 39 307 38136 28 165503 33 814 64 38 22 181 4020 21 76 58 71 147 22 42 1502 88 41 353 2465 100
internal_value=0 -54.7763 -903.094 -24325.8 29388.3 78309.1 -35817.5 -848.101 13113.2 -932.732 -326.769 -10563.8 -8506.78 -95914.4 -140.384 35707.3 -3201 -10069.7 -19651.6 -67593 -14225.8 -50852.9 9351.1 -4913.89 -1994.9 47252.3 69712.8 -3901.81 -12229 -40327.2
internal_weight=0 2.28983e+06 215598 505 89 66 416 215093 1296 213797 168723 3017 2946 71 165706 203 45074 2882 1318 134 1184 240 93 944 1564 130 62 41054 2918 453
internal_count=4318164 2289827 215598 505 89 66 416 215093 1296 213797 168723 3017 2946 71 165706 203 45074 2882 1318 134 1184 240 93 944 1564 130 62 41054 2918 453
is_linear=0
shrinkage=0.1


Tree=2043
num_leaves=31
num_cat=0
split_feature=4 2 5 1 1 1 5 5 5 0 3 0 0 1 3 0 0 1 1 3 1 1 5 0 0 0 1 3 5 0
split_gain=1.48902e+12 6.87275e+12 2.12186e+13 1.43659e+13 1.92759e+13 4.29561e+13 1.76633e+13 1.43706e+13 2.82647e+13 2.33332e+13 1.88648e+13 2.05788e+13 1.45832e+13 1.50719e+13 2.7772e+13 1.43146e+13 2.60983e+13 1.37276e+13 3.82113e+13 4.91016e+13 3.7617e+13 2.41144e+13 2.13629e+13 2.01484e+13 2.08926e+13 2.51719e+13 2.61232e+13 1.94826e+13 1.91794e+13 2.87236e+13
threshold=4.5000000000000009 1.5000000000000002 28.810000000000006 30.102666750000001 30.346469350000003 30.362552800000003 125.85000000000001 101.05000000000001 102.01000000000001 59.916647550000008 10.500000000000002 53.340367100000002 57.265292900000006 38.975980350000007 1.5000000000000002 60.063729500000008 57.581016350000006 82.991167100000027 60.837513500000007 4.5000000000000009 60.55755580000001 52.307266200000008 128.92000000000004 56.635684300000008 55.769960200000007 43.642715500000008 43.048525950000005 2.5000000000000004 116.06000000000002 56.24640500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 9 -9 12 15 -12 13 14 -7 16 17 18 20 27 21 23 -21 24 25 26 -10 -20 -26 -30
right_child=1 -3 3 4 5 7 -8 8 10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 22 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-3.3933954344479824 -80162.015625 112.32678386966373 66823.958237304687 -6752.9294888033728 139191.5191875 152797.2568359375 -84579.323551829264 -91673.355681818182 113224.49517780173 112207.10472265625 -110978.77205010777 -7506.7425712719305 -50990.766155450998 8867.1872869471772 28219.360292968748 -48414.934780815973 64233.971202531648 -25480.381695001779 84689.631591796875 60308.820204286312 -129079.41235795454 78032.339748475613 -53246.21484375 -100109.7657421875 -28297.428082031252 -24940.139905086853 3472.1268600109015 218327.22992187503 128628.49038461538 -8683.1532285156263
leaf_weight=4303792 28 12275 40 101 25 20 41 33 29 25 29 57 33 578 170 45 79 132 24 37 22 41 30 20 25 263 86 20 39 25
leaf_count=4303792 28 12275 40 101 25 20 41 33 29 25 29 57 33 578 170 45 79 132 24 37 22 41 30 20 25 263 86 20 39 25
internal_value=0 1016.17 6306.94 7477.13 6307.16 8980.94 -29223.9 7232.67 -611.695 17071.4 2384.35 -42398.5 14102.1 16899.1 41332.8 6584.27 9422.53 3962.12 9841.71 63361.6 -959.57 4378.76 9463.28 -1822.06 2387.27 -7876.04 31148.8 145434 45977.5 74991.1
internal_weight=0 14372 2097 2069 2029 1887 142 1862 1036 826 1003 86 801 768 190 917 872 793 661 111 550 528 67 487 467 378 115 44 89 64
internal_count=4318164 14372 2097 2069 2029 1887 142 1862 1036 826 1003 86 801 768 190 917 872 793 661 111 550 528 67 487 467 378 115 44 89 64
is_linear=0
shrinkage=0.1


Tree=2044
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 5 1 5 5 1 1 3 1 1 6 1 3 1 3 5 5 5 4 1 1 3 0 1 5 5
split_gain=1.39606e+12 1.82585e+13 5.03524e+13 5.22002e+13 6.10022e+13 5.00613e+13 4.2366e+13 3.85838e+13 3.14343e+13 2.86037e+13 6.50983e+13 1.97299e+13 1.63076e+13 2.55492e+13 2.15613e+13 1.71331e+13 1.54263e+13 1.4562e+13 1.33763e+13 1.33992e+13 1.26603e+13 1.26236e+13 1.20746e+13 1.20597e+13 3.2557e+13 1.19406e+13 2.98539e+13 2.71841e+13 2.66829e+13 5.04337e+13
threshold=56.635684300000008 56.501468900000013 8.5000000000000018 43.048525950000005 47.981192400000005 88.015000000000015 47.854228500000012 118.33500000000002 50.005000000000003 57.550671000000001 60.695889550000011 10.500000000000002 83.761389800000003 103.85249100000001 1.5000000000000002 47.854228500000012 5.5000000000000009 47.554129950000011 5.5000000000000009 132.05000000000004 100.05000000000001 77.715000000000018 3.5000000000000004 47.854228500000012 47.554129950000011 5.5000000000000009 56.663136550000011 43.048525950000005 46.010000000000012 64.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 5 16 -7 8 -4 -6 -11 12 14 -14 15 -10 17 -5 19 -8 -20 -3 -9 24 -16 26 27 -2 -28 -30
right_child=25 2 7 4 9 6 18 22 11 10 -12 -13 13 -15 23 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-14.234984204134854 -66922.743698182399 -21907.291914836522 -2054.2091191112281 -406.69072336109764 -28489.440600994698 -25581.647092848558 82245.814056490388 -132124.21425189395 -23493.899857747398 24380.062074724246 -18942.072187841244 -36318.131617596133 17565.045240330957 -92181.122282608703 -46059.777947954135 5341.566227671151 -6675.1244612571772 11478.376829124549 94914.806143349095 172533.86392045455 19857.867017045457 -97172.404279891314 -35125.390736607143 -27019.989661868018 14056.691674518586 -115.76620307275897 -420.69343022620546 7836.493348291352 3124.5958174068637 -1155.4609737643718
leaf_weight=3350694 49 716 2996 1379 657 52 65 33 300 539 973 423 273 23 139 658 766 4084 38 22 55 23 21 1317 256 682047 142855 6604 77367 42740
leaf_count=3350694 49 716 2996 1379 657 52 65 33 300 539 973 423 273 23 139 658 766 4084 38 22 55 23 21 1317 256 682047 142855 6604 77367 42740
internal_value=0 -30.2311 -3420.8 1258 3442.27 8313.6 53924.2 -10228.6 -9516.75 -11068.4 -3498.53 -16113.9 -13232.5 9037.47 -15701.3 -3688.33 6614.82 8478.28 76892.6 105077 50526.3 -24249.8 -94402.4 -22423.6 -7098.22 106.942 670.33 7285.88 502.955 1601.54
internal_weight=0 3.3665e+06 15808 9369 8630 6461 232 6439 6385 2169 1512 3389 2966 296 2670 958 6229 5463 180 87 93 739 54 1712 395 951662 269615 6653 262962 120107
internal_count=4318164 3366502 15808 9369 8630 6461 232 6439 6385 2169 1512 3389 2966 296 2670 958 6229 5463 180 87 93 739 54 1712 395 951662 269615 6653 262962 120107
is_linear=0
shrinkage=0.1


Tree=2045
num_leaves=31
num_cat=0
split_feature=0 3 5 1 3 5 5 1 5 5 1 2 2 5 5 5 5 4 1 2 5 1 6 1 1 5 2 5 2 3
split_gain=1.39558e+12 1.5052e+13 1.62021e+13 1.61307e+13 2.34025e+13 4.79603e+13 3.64189e+13 1.87827e+13 1.52984e+13 1.22908e+13 1.53354e+13 1.16679e+13 1.27206e+13 2.1787e+13 7.2142e+13 1.79707e+13 1.79325e+13 1.61782e+13 1.09555e+13 1.08203e+13 1.043e+13 1.16823e+13 1.01137e+13 1.38261e+13 2.80199e+13 1.66696e+13 1.38905e+13 1.11662e+13 1.2173e+13 9.82139e+12
threshold=61.785186750000001 5.5000000000000009 73.405000000000015 86.067573200000012 7.5000000000000009 93.00500000000001 85.020000000000024 114.17164950000002 74.610000000000014 69.610000000000014 40.247294600000011 2.5000000000000004 7.5000000000000009 90.015000000000015 92.035000000000011 83.010000000000005 78.010000000000005 2.5000000000000004 30.578016350000002 2.5000000000000004 71.715000000000018 57.550671000000001 1.5000000000000002 34.359746700000009 50.388877400000005 92.035000000000011 6.5000000000000009 81.00500000000001 8.5000000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 9 4 5 6 -4 19 -9 -3 -11 -10 13 15 -15 16 -13 -18 -2 -5 21 -12 27 29 25 -25 -27 -6 -29 -24
right_child=1 2 3 7 22 -7 -8 8 11 10 20 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=4.7302240096082988 -61737.383492943554 1852.2676316559637 56667.899501616383 21976.738600852274 24903.267865786347 -22934.495016571971 225168.82364130436 69768.369404560814 40821.524846335022 26223.011674973062 -44830.599781107092 27229.453134931147 20833.040332031251 -196888.63324819715 14118.80609102471 70116.827595766139 -96251.473973214292 -4195.6113653273815 -2241.7157196667395 -57544.169112723219 -2531.0613478314185 -4066.9836236401143 -40126.127318857238 39481.937643494901 17142.772414261122 74087.557937499994 185897.37625 -43352.990252976189 20201.32122192383 24355.636567826707
leaf_weight=4288474 31 8423 29 22 92 33 23 37 68 87 205 59 130 26 43 31 35 42 19252 77 223 107 51 49 295 25 20 84 47 44
leaf_count=4288474 31 8423 29 22 92 33 23 37 68 87 205 59 130 26 43 31 35 42 19252 77 223 107 51 49 295 25 20 84 47 44
internal_value=0 -683.242 2381.66 12549.7 21782.1 71357.8 131197 -278.382 8044.02 850.546 -12714.6 2781.81 -4285.68 -18122.3 -65391.2 1408.04 -14253.5 -46039.2 -2337.36 -39872.9 -19046.5 -30850.8 15821.8 23940.3 32292.7 79837.8 123781 -1798.6 -20551.1 -10260.9
internal_weight=0 29690 10407 1362 792 85 52 570 471 9045 622 434 366 236 69 167 136 77 19283 99 535 312 707 484 389 94 45 223 131 95
internal_count=4318164 29690 10407 1362 792 85 52 570 471 9045 622 434 366 236 69 167 136 77 19283 99 535 312 707 484 389 94 45 223 131 95
is_linear=0
shrinkage=0.1


Tree=2046
num_leaves=31
num_cat=0
split_feature=3 1 1 0 6 3 5 0 0 0 6 0 5 5 4 5 5 5 0 0 1 5 4 1 0 5 4 5 5 0
split_gain=1.32302e+12 1.24659e+13 2.32192e+13 2.80454e+13 4.31168e+13 4.08378e+13 3.92553e+13 2.58836e+13 6.10033e+13 3.73194e+13 5.22118e+13 6.84711e+13 6.38045e+13 5.16125e+13 5.13583e+13 4.77988e+13 3.48178e+13 3.69497e+13 3.37588e+13 2.89904e+13 9.85182e+13 8.83035e+13 6.17918e+13 5.25098e+13 7.0543e+13 4.77933e+13 5.83743e+13 4.15588e+13 3.13268e+13 3.07286e+13
threshold=4.5000000000000009 30.578016350000002 30.410108300000001 60.042666650000008 1.5000000000000002 2.5000000000000004 47.815000000000005 59.963407450000012 60.003414000000006 60.063729500000008 1.5000000000000002 60.017447350000005 101.05000000000001 107.05000000000001 3.5000000000000004 61.845000000000006 150.04500000000004 120.05000000000001 60.693675950000006 59.846652800000008 30.370618100000005 50.805000000000007 4.5000000000000009 30.362552800000003 55.025681450000008 88.015000000000015 2.5000000000000004 49.010000000000012 76.00500000000001 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -5 -7 19 -9 10 11 -10 -12 -11 16 -13 17 -14 -15 23 -21 29 25 24 -1 26 -23 -26 -28 -22
right_child=-2 -3 3 5 -6 6 -8 8 9 13 12 15 14 18 -16 -17 -18 -19 -20 20 21 22 -24 -25 27 -27 28 -29 -30 -31
leaf_value=4382.2414023615856 17.002577745996714 -321.45926867394428 -38628.377587027506 -31717.712305797231 10806.113547969866 15679.989439868928 73071.06678685415 -31194.932666277375 54977.203653231532 -9924.6155172654544 42447.397132566315 -49531.126332178654 -47441.077468750002 175475.01150000002 34004.984141577748 -222159.94171195655 46013.569960937501 -185051.7942871094 7602.296089504076 10754.999790380571 3021.3964075816766 -125354.46592075893 88908.10491071429 12382.074875381413 -6904.4157150240862 -152901.15775390627 -42339.234308792373 -31230.970249275375 89412.070072115399 130118.98055791442
leaf_weight=3177 3945856 351368 198 88 1620 256 223 787 44 1954 596 53 50 25 82 23 20 32 23 6300 110 70 21 2126 1653 80 59 1221 26 23
leaf_count=3177 3945856 351368 198 88 1620 256 223 787 44 1954 596 53 50 25 82 23 20 32 23 6300 110 70 21 2126 1653 80 59 1221 26 23
internal_value=0 -180.2 2190.1 11478.1 5422.16 30895.5 42398.6 996.255 -6501.38 195.319 17108.7 -44298.6 26555.9 -7408.08 -24918.6 -101774 -72288.6 -101143 95036 2856.79 7739.34 -41100.4 -75441.9 -1137.26 -5887.23 -90128.5 -57729.8 -17239.4 -2038.84 25000.7
internal_weight=0 372308 20940 2385 1818 567 479 18555 3689 2902 900 120 780 2002 184 76 102 82 48 14866 6689 389 256 8177 6051 235 155 2874 85 133
internal_count=4318164 372308 20940 2385 1818 567 479 18555 3689 2902 900 120 780 2002 184 76 102 82 48 14866 6689 389 256 8177 6051 235 155 2874 85 133
is_linear=0
shrinkage=0.1


Tree=2047
num_leaves=31
num_cat=0
split_feature=3 5 5 4 6 5 1 0 1 0 5 5 0 1 5 5 5 1 0 2 0 5 0 0 4 1 0 1 6 0
split_gain=1.33529e+12 6.91126e+12 1.20288e+13 1.35375e+13 9.98177e+12 1.05393e+13 1.93601e+13 2.98692e+13 2.65099e+13 1.30776e+13 1.89538e+13 1.29751e+13 1.09739e+13 1.06843e+13 3.8117e+13 9.76087e+12 1.31053e+13 1.81139e+13 9.42442e+12 9.10334e+12 8.57037e+12 1.09612e+13 1.69527e+13 2.61716e+13 2.68726e+13 1.24812e+13 2.36886e+13 2.7759e+13 2.4336e+13 2.106e+13
threshold=2.5000000000000004 44.005000000000003 47.815000000000005 2.5000000000000004 1.5000000000000002 55.990000000000002 30.468306550000005 54.736324100000012 30.388336800000001 59.916647550000008 73.405000000000015 58.995000000000012 43.592450450000008 45.148007750000012 82.00500000000001 54.410000000000004 59.810000000000009 30.323743050000001 43.642715500000008 1.5000000000000002 45.03656895000001 88.015000000000015 45.098908000000009 45.047272400000004 3.5000000000000004 50.158868250000005 59.963407450000012 43.048525950000005 1.5000000000000002 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 9 -9 11 -11 13 14 -8 18 17 -17 -5 -14 -18 -22 23 24 -23 26 27 29 -29 -24
right_child=-2 2 3 15 5 6 12 8 -10 10 -12 -13 19 -15 -16 16 20 -19 -20 -21 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-475.05713719660343 -9.1179770419543953 4044.0402645545264 12573.812743273353 -44337.286077535384 -346.52163764981299 134623.31534090909 10897.541784155068 -34249.373416666669 105057.69539442797 34459.859499162951 100571.40081521741 -57804.655150462968 -4237.3262901914441 -9453.8481522586371 160100.76766357422 -45568.328546142584 -3445.5963159849375 8002.5345160123952 -1940.5791025025117 -12429.773227132207 1037.2055636984239 63684.001790364593 5989.3279071419574 66249.173850911466 -24794.400595238098 12452.23263413267 -46660.427524038467 -114925.48546316964 -16451.934053934903 71510.700130208337
leaf_weight=54239 4205107 11167 468 53 10749 22 119 75 26 35 23 27 3399 109 20 64 3117 4581 4886 2257 14283 51 1287 120 105 1350 104 28 242 51
leaf_count=54239 4205107 11167 468 53 10749 22 119 75 26 35 23 27 3399 109 20 64 3117 4581 4886 2257 14283 51 1287 120 105 1350 104 28 242 51
internal_value=0 339.139 1089.95 397.66 -1831.93 -2231.78 -5547.33 24437.6 11404.9 -3813.7 23041.3 -5719.85 -6603.71 13985.3 32365.6 1671.87 2463.3 7264.42 -2395.53 -7506.48 1387.92 2242.93 7402.11 31139 4131.23 5262.53 -406.925 2584.6 -26664 8486.78
internal_weight=0 113057 58818 47651 17329 16861 6112 208 186 160 85 62 5904 248 139 30322 25383 4645 4939 5656 20738 17621 3338 276 156 3062 1712 1608 270 1338
internal_count=4318164 113057 58818 47651 17329 16861 6112 208 186 160 85 62 5904 248 139 30322 25383 4645 4939 5656 20738 17621 3338 276 156 3062 1712 1608 270 1338
is_linear=0
shrinkage=0.1


Tree=2048
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 2 2 3 0 3 4 0 1 5 0 1 5 5 5 2 5 0 0 3 5 0 0 5 5 3
split_gain=1.41748e+12 9.21889e+12 1.40397e+13 2.43691e+13 2.22905e+13 1.56573e+13 1.86702e+13 1.19372e+13 9.80356e+12 1.28416e+13 8.84462e+12 1.23318e+13 4.07699e+13 3.80377e+13 1.89562e+13 2.36738e+13 2.98766e+13 4.53762e+13 2.57196e+13 2.29051e+13 1.63127e+13 6.61075e+13 3.58901e+13 1.49591e+13 1.94282e+13 1.4694e+13 1.60891e+13 1.34277e+13 1.30229e+13 1.64348e+13
threshold=42.005000000000003 42.205000000000005 55.017766000000002 54.920670650000005 55.020029900000004 1.5000000000000002 10.500000000000002 4.5000000000000009 45.040161900000008 6.5000000000000009 1.0000000180025095e-35 59.755965500000009 37.214886200000009 120.05000000000001 61.785186750000001 30.315880100000005 85.91500000000002 120.05000000000001 45.985000000000007 10.500000000000002 73.405000000000015 59.932719750000011 59.982527000000012 5.5000000000000009 64.805000000000021 44.732363600000006 55.806974650000008 44.410000000000004 50.805000000000007 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 7 -7 -5 9 -2 11 12 13 25 15 16 18 -18 27 23 -17 -22 -23 -20 -25 -3 28 -13 -27 -30
right_child=1 10 4 5 -6 6 -8 -9 -10 -11 -12 14 -14 -15 -16 20 17 -19 19 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=74.644659572037611 8904.3885075791095 73645.586147280104 44681.209606933597 -76351.095062099368 -1092.3808595280698 -8086.871065683441 -36452.453997064091 -8000.676755242599 1562.9395152262505 -25724.51901118581 -54.724334929827243 -866.7267045454546 1332.5401113694174 149392.99826388891 45683.922234375001 -23745.173832011817 189592.02507812501 -20873.780208333337 11411.804924242424 57225.094953125008 -176758.43118489583 100254.53005952382 -86923.359609375009 -44345.638932291673 -154403.160859375 39032.838689903845 56868.330242669093 108411.10726902174 -50269.055124080885 18757.772285853796
leaf_weight=1600872 159 54 108 78 7125 889 314 38 1812 328 2665476 22 40035 27 50 201 20 21 33 25 36 21 20 81 20 65 73 23 68 70
leaf_count=1600872 159 54 108 78 7125 889 314 38 1812 328 2665476 22 40035 27 50 201 20 21 33 25 36 21 20 81 20 65 73 23 68 70
internal_value=0 -43.9763 -2952.92 -8038.84 -408.91 -18873.9 -15490.7 -53960.4 -1822.44 -14418.6 -32.3134 1425.9 1632.55 35276.6 -13141.3 -18765.1 3898.1 81792.5 -11757.1 -30646.8 -38738.1 -77875.7 8948.24 -47040.8 -66139.2 25939.8 16606.1 54986.4 2127.5 -15255.4
internal_weight=0 2.71729e+06 10851 3618 7233 1319 1203 116 2299 487 2.70644e+06 40965 40392 357 573 523 245 41 204 159 278 77 41 134 101 330 276 45 203 138
internal_count=4318164 2717292 10851 3618 7233 1319 1203 116 2299 487 2706441 40965 40392 357 573 523 245 41 204 159 278 77 41 134 101 330 276 45 203 138
is_linear=0
shrinkage=0.1


Tree=2049
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 5 5 5 2 3 3 5 5 0 0 5 2 2 2 0 5 5 2 5 5 3 0 2 3
split_gain=1.30054e+12 8.47865e+12 4.20665e+13 5.48247e+13 5.15026e+13 4.19086e+13 4.49912e+13 4.11087e+13 2.66611e+13 2.37202e+13 3.42746e+13 5.29725e+13 3.09775e+13 2.44541e+13 6.063e+13 2.19524e+13 2.57887e+13 2.21541e+13 1.906e+13 1.86945e+13 1.86425e+13 2.53211e+13 2.52107e+13 1.79625e+13 1.77449e+13 2.26944e+13 1.72118e+13 2.8828e+13 2.11036e+13 1.60465e+13
threshold=82.981501350000016 82.973038550000012 6.5000000000000009 54.947737500000009 54.990279300000005 8.5000000000000018 61.020000000000003 43.205000000000005 41.995000000000012 1.5000000000000002 9.5000000000000018 10.500000000000002 47.815000000000005 42.605000000000011 55.010031850000011 55.055104550000003 72.010000000000005 5.5000000000000009 8.5000000000000018 8.5000000000000018 55.061033200000004 74.610000000000014 43.810000000000009 3.5000000000000004 101.05000000000001 96.015000000000015 13.500000000000002 55.002082750000007 3.5000000000000004 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 8 6 -6 -3 -5 -7 13 12 -12 -11 -15 16 17 23 -17 -19 22 -22 -9 -16 25 26 27 -13 -29 -10
right_child=-2 2 3 4 5 9 -8 20 29 10 11 24 -14 14 15 18 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.7079867239856101 -139.32497733076875 3500.6549311499048 -345.5565423867526 9301.7540223656633 32703.141294642861 18861.078728905362 210684.79906250001 -35297.917337036131 71255.200815578952 9035.9922059940272 10205.50193227548 -124494.69624999999 33815.869964009384 -55499.88599443061 7955.3983630556049 6666.3896961050241 -34505.040016578074 13733.862855044817 53487.630457261032 -9189.9482626399968 -8873.5616598536835 -45719.320109335742 -5479.394642020743 -22384.935192332548 80817.635237068971 -89059.462210648155 4628.8339701904952 50769.512127130685 -26660.03215942383 8203.4792570153058
leaf_weight=3696916 579995 2102 22844 164 49 1318 20 336 229 1630 1101 25 1122 229 264 589 291 903 102 587 351 398 1816 748 29 27 3710 44 176 49
leaf_count=3696916 579995 2102 22844 164 49 1318 20 336 229 1630 1101 25 1122 229 264 589 291 903 102 587 351 398 1816 748 29 27 3710 44 176 49
internal_value=0 21.6169 1447.31 2633.63 7710.2 6565.73 84292 -7148.35 41278.1 6149.82 4702.69 9739.99 22122.2 -1174.63 -5657.08 -2380.96 -6329.21 -3052.17 13577.8 4702.8 -14864.4 -28452.5 -10135.1 -14470.1 2877.44 2309.82 2933.58 -22737.4 -11174.1 60141.8
internal_weight=0 3.73817e+06 41253 36250 13406 12964 69 5003 442 12895 11577 6234 2223 5343 3713 3484 2793 2502 691 1490 2901 749 2152 1012 4011 3982 3955 245 220 278
internal_count=4318164 3738169 41253 36250 13406 12964 69 5003 442 12895 11577 6234 2223 5343 3713 3484 2793 2502 691 1490 2901 749 2152 1012 4011 3982 3955 245 220 278
is_linear=0
shrinkage=0.1


Tree=2050
num_leaves=31
num_cat=0
split_feature=1 3 1 5 5 0 4 1 5 0 2 5 0 0 5 5 0 1 0 5 5 5 2 5 0 5 5 4 1 5
split_gain=1.32076e+12 7.33977e+12 1.58548e+13 1.25868e+13 9.07711e+12 1.87777e+13 1.19457e+13 9.9321e+12 9.77009e+12 7.92979e+12 7.80723e+12 1.42055e+13 1.4892e+13 2.06194e+13 3.36139e+13 7.72425e+13 1.98071e+13 1.81868e+13 2.26868e+13 3.78304e+13 2.22498e+13 2.03057e+13 1.57437e+13 1.21825e+13 1.37595e+13 1.18615e+13 1.17946e+13 1.2489e+13 1.13498e+13 9.91146e+12
threshold=83.663637000000008 24.500000000000004 84.920232800000022 46.405000000000008 57.995000000000012 56.143542450000005 3.5000000000000004 92.896330950000007 101.05000000000001 53.719078300000007 11.500000000000002 62.385000000000012 56.028355650000009 52.056565900000003 87.395000000000024 89.00500000000001 51.717367500000009 83.761389800000003 55.388132500000005 142.05000000000004 125.85000000000001 114.05000000000001 12.500000000000002 99.555000000000021 53.340367100000002 67.990000000000023 114.05000000000001 3.5000000000000004 92.815157350000007 78.710000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 7 8 -4 -6 -9 -2 -12 13 14 16 -16 25 -15 20 26 21 23 -17 29 -25 -13 27 -20 -29 -19
right_child=1 2 4 -5 6 -7 -8 9 -10 -11 11 12 -14 17 15 22 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-12.990191962659123 167.55734716917149 3457.0401786418879 -4640.1344991555834 -39795.262182733451 -13767.45745336403 41133.036468991981 40379.665425347222 -32246.609303042766 56853.696875000001 15304.080990191451 703.77112846092143 20783.244293478263 -1837.603773465052 18.635791197819497 -186491.78720703127 71103.574680397738 -3850.9906794507574 40817.115645333331 16292.71807879014 -118648.45262784092 105510.76265642034 -63209.290181662822 -31054.081575520831 32399.202090567131 136462.99980468751 123490.37855113635 67963.934795673078 21080.093008931479 -57980.721875000003 13570.426519747265
leaf_weight=4092386 210623 99 1563 210 955 113 45 38 20 455 8511 23 957 469 32 22 165 347 591 22 43 22 48 27 24 22 39 30 46 217
leaf_count=4092386 210623 99 1563 210 955 113 45 38 20 455 8511 23 957 469 32 22 165 347 591 22 43 22 48 27 24 22 39 30 46 217
internal_value=0 235.456 -4309.61 -25937.7 -2213.95 1444.67 -9993.89 -736.646 -12318.8 11638.9 306.982 2826.15 8567.92 13117.1 -10688 -57784.8 12187.6 17074 22755.1 10487.1 35889.1 31189.3 1052.61 34566.2 81370.4 70995.6 14511.2 11385.7 -26772.5 30333.9
internal_weight=0 225778 3498 309 3189 2169 1020 2056 975 493 222280 11657 3146 2189 312 102 210 1877 1408 728 680 637 70 615 51 45 706 667 76 564
internal_count=4318164 225778 3498 309 3189 2169 1020 2056 975 493 222280 11657 3146 2189 312 102 210 1877 1408 728 680 637 70 615 51 45 706 667 76 564
is_linear=0
shrinkage=0.1


Tree=2051
num_leaves=31
num_cat=0
split_feature=0 1 1 3 0 5 5 1 0 5 3 6 3 0 0 3 5 5 4 5 5 3 0 0 5 2 5 3 4 1
split_gain=1.31139e+12 1.13157e+13 4.29311e+13 3.62512e+13 2.18762e+13 2.23138e+13 1.8816e+13 1.85635e+13 5.68639e+13 2.3715e+13 2.777e+13 2.11285e+13 3.20741e+13 3.45245e+13 2.95958e+13 2.62328e+13 2.27781e+13 1.93788e+13 1.8507e+13 1.78793e+13 1.77826e+13 1.60329e+13 1.45158e+13 5.1262e+13 4.4895e+13 3.33014e+13 6.31504e+13 3.08323e+13 2.16282e+13 2.28246e+13
threshold=50.973130900000008 44.083877800000003 43.808567100000012 14.500000000000002 43.056445700000005 142.05000000000004 50.005000000000003 44.660994650000006 48.713222300000005 137.05000000000004 4.5000000000000009 1.5000000000000002 7.5000000000000009 43.642715500000008 43.465905150000005 5.5000000000000009 62.995000000000012 72.010000000000005 1.5000000000000002 123.15000000000002 61.405000000000008 7.5000000000000009 50.565831500000009 47.425481600000005 91.050000000000011 9.5000000000000018 120.05000000000001 4.5000000000000009 1.5000000000000002 36.585378200000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 7 -5 18 -4 8 9 11 -11 19 13 14 -13 20 -16 -17 -6 -3 -15 -12 23 -1 28 27 -27 -26 -25 -30
right_child=-2 3 6 4 5 -7 -8 -9 -10 10 21 12 -14 15 16 17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=131.59916689278825 -27.137358579600864 13168.16660370279 -4765.7098622998483 332.77061921498017 7880.1384512612103 -65900.973711567538 -24815.83477199389 -145.36144100477043 20356.885175421092 -149799.0390625 -46145.65665090461 -2637.2623414382488 -10321.363117241199 3752.251873464767 -19084.362694038602 29729.966697603115 -95805.245592447929 110186.04106445314 27655.077514092143 -81951.586826171886 21093.741292551094 39186.09185987903 2973.438424661992 511.78666178416944 5159.1172031947544 100978.75237630209 -78723.280681818185 -54185.384771043588 -611.86984507473471 -8921.7316516184183
leaf_weight=748156 3475398 1654 908 1031 798 31 966 39130 1876 20 76 1883 2271 2251 109 119 60 40 1163 20 802 31 16655 7260 112 48 33 401 4962 9900
leaf_count=748156 3475398 1654 908 1031 798 31 966 39130 1876 20 76 1883 2271 2251 109 119 60 40 1163 20 802 31 16655 7260 112 48 33 401 4962 9900
internal_value=0 111.909 16.6365 1521.23 12157.2 18277.2 -15101 882.541 4469.93 1277.57 -41640 1869.44 -388.253 3897.1 -6235.12 10370.1 -46322.5 49970.5 19608 12031.7 8307.73 -21423.4 52.6106 -10.4951 -4690.4 -31820.5 27766.8 -41229.1 -3961.92 -6147.3
internal_weight=0 842766 789401 53365 3023 1992 1874 50342 11212 9336 127 9209 7535 5264 2052 3212 169 159 1961 1674 3053 107 787527 770872 22716 594 81 513 22122 14862
internal_count=4318164 842766 789401 53365 3023 1992 1874 50342 11212 9336 127 9209 7535 5264 2052 3212 169 159 1961 1674 3053 107 787527 770872 22716 594 81 513 22122 14862
is_linear=0
shrinkage=0.1


Tree=2052
num_leaves=31
num_cat=0
split_feature=2 5 4 0 0 3 6 1 5 2 0 1 1 1 3 5 5 1 2 0 1 0 1 3 3 0 0 0 1 1
split_gain=1.37256e+12 1.42292e+13 4.01948e+13 2.79049e+13 3.42086e+13 3.01395e+13 5.84397e+13 3.56214e+13 3.25248e+13 2.89917e+13 7.40018e+13 5.54904e+13 6.99235e+13 9.55033e+13 8.30765e+13 7.43539e+13 4.77938e+13 4.41498e+13 3.66584e+13 3.31999e+13 6.08073e+13 5.01233e+13 4.4115e+13 4.14335e+13 3.5442e+13 3.84358e+13 8.8664e+13 3.40099e+13 4.83012e+13 2.51676e+14
threshold=9.5000000000000018 62.015000000000008 1.5000000000000002 56.281985950000006 55.860536450000005 11.500000000000002 1.5000000000000002 83.761389800000003 137.05000000000004 13.500000000000002 55.826364100000013 37.642309100000013 37.314272700000011 37.487839250000007 18.500000000000004 76.00500000000001 62.710000000000008 37.582182450000005 14.500000000000002 55.708120100000009 49.236330900000006 55.674875350000008 37.214886200000009 15.500000000000002 16.500000000000004 55.745923000000012 55.755036050000008 55.734663800000007 37.597123000000003 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 9 -3 10 19 12 -12 14 15 -14 -13 -15 -11 21 22 -7 23 -21 25 -22 -27 28 29 -24
right_child=1 3 -4 -5 -6 7 -8 -9 -10 18 11 16 13 17 -16 -17 -18 -19 -20 20 24 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=28.204776039152001 -394.33554142791752 1078.2751858704655 1366.6380223510926 1186.3997456312002 -5144.2661180301311 707.20482752188991 -8991.9420566305853 14182.64013182425 -103174.65257812501 -6240.3089925308932 -9728.4834781568879 126818.63234953705 10599.270786027429 -4343.7315410285601 164163.04417760167 129328.9000436581 -9131.1848091649081 49003.448999088614 -778.36443681155606 -122286.82317929027 -24833.424797784715 14994.066498355167 -10669.651490271228 12697.934475295609 -11906.805898112922 -206803.15189208987 -43224.393785138003 775.37051693499598 -6392.6099556403105 -249381.41684478187
leaf_weight=3453778 417171 12015 188044 58628 20692 57101 12244 1671 30 14996 294 27 139 302 103 85 612 319 68045 59 168 2566 265 37 346 48 107 7076 1143 53
leaf_count=3453778 417171 12015 188044 58628 20692 57101 12244 1671 30 14996 294 27 139 302 103 85 612 319 68045 59 168 2566 265 37 346 48 107 7076 1143 53
internal_value=0 -112.696 152.81 -732.705 -1293.75 -850.742 -4126.85 -339.22 818.617 -496.903 989.055 20558.7 32878.6 46092.1 89832 55652.9 -3386.83 23060.1 -1764.71 455.328 -5101.41 1321.62 -2850.69 -70261.4 -34145.5 -57967.7 -93881 -2092.64 -15983.2 -50454.9
internal_weight=0 864386 605215 259171 200543 179851 24289 155562 12045 153891 70850 1881 1242 948 327 224 639 621 83041 68969 9302 59667 8633 96 669 323 155 8537 1461 318
internal_count=4318164 864386 605215 259171 200543 179851 24289 155562 12045 153891 70850 1881 1242 948 327 224 639 621 83041 68969 9302 59667 8633 96 669 323 155 8537 1461 318
is_linear=0
shrinkage=0.1


Tree=2053
num_leaves=31
num_cat=0
split_feature=5 5 4 0 1 3 1 5 6 0 0 3 0 3 1 1 3 3 1 0 1 1 1 0 3 0 1 0 1 0
split_gain=1.547e+12 5.38665e+13 2.00752e+13 5.63221e+13 3.12339e+13 2.03329e+13 2.00664e+13 2.05797e+13 3.03485e+13 3.44282e+13 4.15616e+13 3.04938e+13 3.40615e+13 3.03438e+13 5.47153e+13 4.67686e+13 3.56824e+13 3.19739e+13 3.35004e+13 3.11298e+13 2.61135e+13 5.4493e+13 5.4044e+13 3.60351e+13 3.00432e+13 2.81291e+13 2.72164e+13 3.54456e+13 2.26131e+13 1.98099e+13
threshold=71.00500000000001 70.00500000000001 1.5000000000000002 55.043101600000007 38.969379750000009 9.5000000000000018 82.991167100000027 70.50500000000001 1.5000000000000002 59.963407450000012 59.932719750000011 10.500000000000002 59.939091550000008 13.500000000000002 30.323743050000001 30.259484550000003 16.500000000000004 14.500000000000002 37.214886200000009 59.916647550000008 37.475443250000005 37.889331900000009 35.911716050000003 55.745923000000012 9.5000000000000018 55.708120100000009 30.434657650000002 59.853570100000006 37.692869000000009 55.812836050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 13 9 10 20 12 -12 -4 15 -15 -17 29 19 -19 22 24 26 -24 25 -22 27 -9 -26 -16
right_child=-2 2 6 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 17 16 -18 18 -20 -21 21 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=7.3094587162426086 141.14861955489366 150613.96982106855 -4489.7921481285612 -16433.707901605703 100102.6488757622 17280.357247154734 4565.2406804611019 18582.260348637312 -6195.6596751279985 -38744.10133928572 151453.51843909439 6694.9981323242191 18805.342431640627 -17675.940586667639 -71123.347728672932 -165622.66584429826 -53230.791332135886 52408.921064389302 -13876.401346032297 -20236.242264811197 28689.592196584301 1760.1008310916852 -13679.821918920778 -68020.007263599749 45225.068195582149 138494.73632716757 46884.094705111995 -57598.526387867649 662.16227262863003 -13056.241396182346
leaf_weight=3633634 658145 31 4703 217 41 107 2075 217 11559 182 49 64 32 107 149 57 56 153 2797 96 43 2204 398 176 268 51 173 85 198 97
leaf_count=3633634 658145 31 4703 217 41 107 2075 217 11559 182 49 64 32 107 149 57 56 153 2797 96 43 2204 398 176 268 51 173 85 198 97
internal_value=0 -25.3814 -4527.43 17818.5 59342.1 40224.4 -4867.92 -5686.42 -3564.35 3782.36 5737.84 58286 99049.3 -9741.75 -16774.8 -65057.9 -109924 -13548.1 -10747.3 24401.1 3739.55 8837.76 -9693.68 -30341.6 36693.4 88264.7 15257.7 -2859.35 26290.6 -48227
internal_weight=0 3.66002e+06 26385 396 179 148 25989 23914 15699 4140 3958 145 81 8215 3512 220 113 3292 3046 249 3813 2764 1049 574 560 94 475 302 466 246
internal_count=4318164 3660019 26385 396 179 148 25989 23914 15699 4140 3958 145 81 8215 3512 220 113 3292 3046 249 3813 2764 1049 574 560 94 475 302 466 246
is_linear=0
shrinkage=0.1


Tree=2054
num_leaves=31
num_cat=0
split_feature=0 1 5 5 3 2 1 1 5 3 5 5 6 5 1 2 6 3 6 2 2 2 3 3 4 1 3 5 5 2
split_gain=1.3845e+12 5.41995e+12 4.76489e+12 1.3075e+13 1.2008e+13 8.95775e+12 8.43146e+12 1.58366e+13 2.76696e+13 2.75475e+13 1.70558e+13 2.66695e+13 1.63859e+13 1.47264e+13 1.33214e+13 1.26469e+13 1.96356e+13 1.59045e+13 2.06835e+13 2.99495e+13 1.46136e+13 9.59361e+12 8.77484e+12 1.18072e+13 3.84224e+13 2.21647e+13 3.04604e+13 2.84294e+13 1.22718e+13 3.02893e+13
threshold=43.056445700000005 114.17164950000002 89.00500000000001 88.015000000000015 13.500000000000002 3.5000000000000004 46.037218400000008 44.660994650000006 225.45000000000002 8.5000000000000018 93.00500000000001 99.555000000000021 1.5000000000000002 128.92000000000004 47.282206100000003 4.5000000000000009 1.5000000000000002 4.5000000000000009 1.5000000000000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 4.5000000000000009 2.5000000000000004 47.554129950000011 3.5000000000000004 107.05000000000001 142.05000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -4 9 15 -11 -12 -13 -14 21 17 -17 -9 20 -20 -19 -8 -16 24 -24 27 -27 -26 29 -29
right_child=-2 -3 6 4 -6 -7 14 8 -10 10 11 12 13 -15 22 16 -18 18 19 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=244.99945199948871 -4.9088858079555315 -44131.960684317135 -2148.2249065474962 -60429.126318359376 -90606.332465277781 2641.8398745888157 -77935.34366319445 56109.366478704644 135765.35850074407 -7570.6011400305715 169539.16539062501 14694.293597808442 34924.847150735295 127330.53223493305 -23260.755067845399 8265.1455094401044 -79685.018252840906 -14738.036892361113 25269.718958333335 -112783.74628314395 74172.054132401317 2701.6969687500005 -69284.909018554696 1582.5369005200562 114191.37554824562 70427.774169921875 -53574.860922475964 64361.39835069445 65616.602818627449 -68274.484889914776
leaf_weight=25595 4285952 27 453 32 27 76 36 62 21 46 20 77 34 35 133 60 44 36 30 33 38 25 40 4971 57 32 52 36 51 33
leaf_count=25595 4285952 27 453 32 27 76 36 62 21 46 20 77 34 35 133 60 44 36 30 33 38 25 40 4971 57 32 52 36 51 33
internal_value=0 653.149 690.72 81.284 -30957.9 -16045.9 3119.96 11616.5 23249.7 18661.7 46311.4 61242.5 46407.4 81797.3 1582.64 -684.009 -28944.5 14085.3 -4932.87 -47044 30918.5 -44887.4 2107.09 2747.06 21979.1 35965.9 -6335.76 56041.3 28420 926.845
internal_weight=0 32212 32185 25730 135 108 6455 989 536 515 212 166 146 69 5466 303 104 199 137 63 74 61 5405 5272 301 261 84 177 120 69
internal_count=4318164 32212 32185 25730 135 108 6455 989 536 515 212 166 146 69 5466 303 104 199 137 63 74 61 5405 5272 301 261 84 177 120 69
is_linear=0
shrinkage=0.1


Tree=2055
num_leaves=31
num_cat=0
split_feature=1 1 0 2 3 3 0 5 3 0 6 0 0 5 4 0 5 0 5 6 0 0 0 5 5 5 5 0 5 5
split_gain=1.33083e+12 2.10082e+13 1.1916e+14 6.75822e+13 5.56246e+13 1.06567e+14 1.31112e+14 1.58175e+14 1.02203e+14 9.9943e+13 1.10537e+14 1.13502e+14 9.47572e+13 3.32843e+14 8.05985e+13 7.3878e+13 7.36667e+13 7.2075e+13 2.07699e+14 6.82587e+13 6.63607e+13 6.40345e+13 7.4836e+13 9.36901e+13 1.01431e+14 1.22475e+14 9.05496e+13 8.31852e+13 9.03704e+13 7.68921e+13
threshold=37.098288800000006 37.275078000000001 55.664473600000008 2.5000000000000004 8.5000000000000018 16.500000000000004 55.68356880000001 78.710000000000022 11.500000000000002 55.695992150000002 1.5000000000000002 55.68356880000001 55.674875350000008 68.52500000000002 2.5000000000000004 55.993277250000013 81.00500000000001 55.755036050000008 75.015000000000015 1.5000000000000002 55.777112100000004 55.975961550000008 55.946414150000003 76.00500000000001 70.50500000000001 71.715000000000018 79.730000000000018 55.924336300000007 36.715000000000011 58.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 12 6 7 -6 -9 10 11 -7 13 -4 -12 20 -16 18 -8 -14 -11 22 27 24 29 -26 -25 28 -22 -24
right_child=1 -3 4 -5 5 9 17 8 -10 15 14 -13 19 -15 16 -17 -18 -19 -20 -21 21 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-147.61079094811146 8601.3296629864908 -1.4069028103845729 20427.997304047134 -12535.153222712408 -8335.7325125741263 50889.565029628495 25720.699221446906 -245200.91921237248 18477.135230654763 -84991.272762784094 -9706.0233864735383 223175.06880347841 -29507.635831378011 432107.77734375 148564.27696770057 56302.970762482415 16439.289571982936 19002.60797235732 260978.56321614585 45.138011394493162 -20748.225872476276 -18113.422334714367 19823.312035980416 273347.68671874999 -133664.02381510416 37538.480849358974 54370.193436826514 -36281.735419943441 10525.957430951225 110454.01717630784
leaf_weight=535096 1964 3749534 183 6584 690 427 172 49 21 99 683 42 925 22 67 211 114 7723 48 5040 1276 2033 801 28 90 78 58 651 3349 106
leaf_count=535096 1964 3749534 183 6584 690 427 172 49 21 99 683 42 925 22 67 211 114 7723 48 5040 1276 2033 801 28 90 78 58 651 3349 106
internal_value=0 20.8788 2512.71 -7678.81 5999.34 8701.21 16813.7 -22866.4 -166098 1719.81 27233.2 66318.1 -2240.25 64608.3 6016.98 -2153.7 65347.4 20610.4 77049.7 -4537.65 -3593.11 -2641.71 2244.73 25230 17195.2 -54177.1 125665 -2813.25 1897.66 30415.2
internal_weight=0 3.78307e+06 33534 8548 24986 18816 8703 760 70 10113 1333 469 6170 205 864 8780 181 7943 220 5965 8569 8470 6437 1161 1075 168 86 5276 4625 907
internal_count=4318164 3783068 33534 8548 24986 18816 8703 760 70 10113 1333 469 6170 205 864 8780 181 7943 220 5965 8569 8470 6437 1161 1075 168 86 5276 4625 907
is_linear=0
shrinkage=0.1


Tree=2056
num_leaves=31
num_cat=0
split_feature=2 1 3 0 1 0 4 0 5 3 0 5 5 5 4 5 5 0 6 5 3 1 1 0 0 1 0 0 5 3
split_gain=1.37155e+12 1.0019e+13 1.67389e+13 1.67862e+13 1.24368e+13 1.92742e+13 1.21437e+13 1.4893e+13 1.17734e+13 1.18115e+13 2.86335e+13 1.46512e+13 1.18018e+13 1.14475e+13 1.06529e+13 1.68448e+13 1.3444e+13 1.06068e+13 9.77041e+12 3.77261e+13 3.73712e+13 5.20763e+13 7.82255e+13 4.89478e+13 1.39827e+14 4.34822e+13 3.57468e+13 1.10424e+14 7.3125e+13 6.43646e+13
threshold=14.500000000000002 30.160599000000001 22.500000000000004 59.846652800000008 20.507360500000004 54.725565150000001 1.5000000000000002 59.990816400000007 109.05000000000001 20.500000000000004 59.853570100000006 67.990000000000023 63.005000000000003 59.510000000000012 3.5000000000000004 96.015000000000015 83.010000000000005 59.939091550000008 1.5000000000000002 31.990000000000006 24.500000000000004 37.66934650000001 37.475443250000005 55.657530000000008 55.708120100000009 37.620907050000007 55.86787755000001 55.860536450000005 57.995000000000012 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 9 11 12 13 -11 17 15 16 -4 -8 19 -3 21 22 -21 25 -25 -24 27 28 -26 -29
right_child=1 18 14 6 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 26 -27 -28 29 -30 -31
leaf_value=-16.42468217393046 -5048.7259829566601 -3693.5216431470117 -8743.2081151883885 7079.4660098535714 -20274.330759518343 70580.24226074219 17618.367801339289 -45416.016840277778 -35502.892519906854 8895.9394830048968 39512.849691610048 101389.3349877451 -56468.378324468089 -24825.042838541667 57852.145218749996 -73291.439085629114 48577.428369140631 97274.820623779306 -437.70749614495526 2478.8394208010432 -651.90282027289197 785.19314910998582 4067.2776036568948 77826.557575696948 5973.792839479127 -58481.724011334802 4238.7885844298899 214405.86003289477 33304.837805604642 65788.202302392587
leaf_weight=3980118 126 18053 584 533 233 46 35 27 26 67 357 51 47 24 25 38 44 32 153988 21539 68771 64112 2219 366 2537 117 2292 38 1594 125
leaf_count=3980118 126 18053 584 533 233 46 35 27 26 67 357 51 47 24 25 38 44 32 153988 21539 68771 64112 2219 366 2537 117 2292 38 1594 125
internal_value=0 193.382 6778.16 12383.6 -5218.19 15177.6 18329.1 27332.3 30406.1 33201.6 25579.8 58482.3 -18052.5 34435.6 -6233.57 -8639.19 -4727.11 55663.2 148.373 644.895 1123.31 2409.22 5786.77 13457.9 17666 934.472 14322.8 19705.3 16519.8 100435
internal_weight=0 338046 2295 1604 405 172 1199 666 639 613 471 142 114 91 691 666 628 67 335751 181763 163710 94939 30827 9288 6952 2336 6586 4294 4131 163
internal_count=4318164 338046 2295 1604 405 172 1199 666 639 613 471 142 114 91 691 666 628 67 335751 181763 163710 94939 30827 9288 6952 2336 6586 4294 4131 163
is_linear=0
shrinkage=0.1


Tree=2057
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 5 0 5 3 5 0 0 5 3 5 1 5 3 5 3 6 4 5 3 6 2 3 4 1 0
split_gain=1.44668e+12 9.38019e+12 2.95472e+13 2.61855e+13 7.13421e+13 7.08295e+13 5.84639e+13 4.54609e+13 4.22733e+13 5.62424e+13 4.04221e+13 3.56633e+13 3.81584e+13 2.59242e+13 3.07949e+13 3.36561e+13 4.54305e+13 5.87691e+13 3.60422e+13 2.90555e+13 2.42514e+13 3.21729e+13 2.40294e+13 2.30185e+13 3.32351e+13 2.36168e+13 2.29814e+13 2.08188e+13 2.40919e+13 2.11011e+13
threshold=42.005000000000003 16.500000000000004 30.207352000000004 30.305955500000003 59.990816400000007 36.515000000000008 59.963407450000012 34.605000000000011 24.500000000000004 36.715000000000011 60.017447350000005 59.846652800000008 37.005000000000003 20.500000000000004 33.395000000000003 30.226173900000003 30.990000000000006 19.500000000000004 32.005000000000003 24.500000000000004 1.5000000000000002 2.5000000000000004 35.985000000000007 23.500000000000004 1.5000000000000002 4.5000000000000009 25.500000000000004 2.5000000000000004 60.479177250000006 55.806974650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 8 13 11 20 22 12 -4 14 15 16 -6 -18 -19 -15 -10 -22 -9 -24 25 -25 -7 29 -29 -5
right_child=-2 2 3 27 5 26 -8 10 9 -11 -12 -13 -14 19 -16 -17 17 18 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-59.919878820157173 -44.426961726354321 7731.0801046033512 55054.574047851565 42.435310657309586 -9748.601077945108 -10573.548860560855 -78046.298184988831 18887.794657344111 1810.5561806640626 11137.737995094478 9020.4820386375304 -20927.041846855591 -9461.3218623173707 -11536.522928932023 -11301.1675664798 160.09206973883335 23832.94597773331 162662.75910966983 64929.816617217322 3992.0223092455726 -129591.65677512431 -9528.6787388392859 20366.643672602229 17113.537044270834 12307.906417577407 126511.66572221636 31929.718048377406 -23489.108071877381 57826.77080829328 1646.0112048160202
leaf_weight=1219659 2717292 5581 152 231307 190 5934 175 270 25 86 1716 805 231 2372 478 574 367 53 131 2449 110 28 94 24 51 111 130 554 39 127176
leaf_count=1219659 2717292 5581 152 231307 190 5934 175 270 25 86 1716 805 231 2372 478 574 367 53 131 2449 110 28 94 24 51 111 130 554 39 127176
internal_value=0 75.4095 508.385 401.073 -3487.27 -1331.3 -23474.2 4357.85 -16828.3 -54292.3 16581.9 -8976.04 16142.9 169.815 10435.8 18337.1 32417.5 46957.6 93081.2 -3648.24 -88813.6 -105231 40173.4 60698.9 81081.8 107063 -9662.36 580.353 -18141.2 611.322
internal_weight=0 1.60087e+06 381213 375632 16556 14944 1612 8880 1437 249 2266 1188 383 6614 1793 1315 741 551 184 4821 163 138 550 280 186 135 6064 359076 593 358483
internal_count=4318164 1600872 381213 375632 16556 14944 1612 8880 1437 249 2266 1188 383 6614 1793 1315 741 551 184 4821 163 138 550 280 186 135 6064 359076 593 358483
is_linear=0
shrinkage=0.1


Tree=2058
num_leaves=31
num_cat=0
split_feature=3 5 5 1 4 0 2 1 4 5 1 0 0 1 1 1 3 1 3 5 5 6 1 1 1 0 5 2 0 4
split_gain=1.65313e+12 9.96049e+12 2.91346e+13 6.08422e+13 3.37756e+13 5.02014e+13 4.37715e+13 2.88969e+13 3.09298e+13 2.70232e+13 4.74981e+13 3.45661e+13 7.32121e+13 3.35897e+13 3.85414e+13 3.65836e+13 3.34627e+13 3.05355e+13 7.01407e+13 3.15794e+13 6.20772e+13 4.01312e+13 5.2944e+13 5.68976e+13 3.46407e+13 3.48073e+13 3.39726e+13 3.29181e+13 6.37835e+13 2.80854e+13
threshold=10.500000000000002 72.010000000000005 69.610000000000014 30.332994000000003 1.5000000000000002 43.592450450000008 3.5000000000000004 82.837870700000011 3.5000000000000004 73.995000000000019 30.346469350000003 55.046835900000012 55.07108800000001 44.083877800000003 52.307266200000008 49.236330900000006 6.5000000000000009 30.323743050000001 6.5000000000000009 73.405000000000015 72.705000000000013 1.5000000000000002 28.619594500000002 30.315880100000005 30.315880100000005 54.708501450000007 73.010000000000005 6.5000000000000009 59.904813200000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -6 10 17 -12 16 -14 15 -15 -13 19 -19 20 -3 27 -23 -24 25 -22 -26 -21 -29 -20
right_child=-2 9 3 4 7 -7 -8 -9 -10 -11 11 12 13 14 -16 -17 -18 18 29 21 24 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=29.012161052668251 -79.471816612332546 17407.394295378657 11090.32717107339 164548.86129807692 -4802.278829647842 -28325.460340427806 -32227.455937500003 2491.5887313297621 6046.4922135786146 340.36419049010749 665.87370597927588 80223.684836128057 15489.307173872359 -1353.9388776637641 8176.3389778730243 -37004.161379166842 20688.146260323661 -126900.58948109945 -58923.138404605263 -28659.497742716474 -124020.53580729169 201207.37647879464 7105.2530904715404 165652.70746527778 -130022.47481909581 -18898.365083304168 17445.130357142858 -46639.724906250005 184109.91839334241 32698.861719051412
leaf_weight=2309749 1629650 403 3151 26 36472 831 20 8243 2832 308310 7264 205 3676 1132 4194 386 175 72 57 192 33 21 140 27 61 692 21 25 23 81
leaf_count=2309749 1629650 403 3151 26 36472 831 20 8243 2832 308310 7264 205 3676 1132 4194 386 175 72 57 192 33 21 140 27 61 692 21 25 23 81
internal_value=0 48.1721 -23.4763 -2374.13 -3250.28 -22696.4 78993.9 -2891.6 -4020.58 565.257 4237.75 5889.92 9774.8 8033.02 3234.47 -10419.1 52806 -10989.4 -46889.8 -6386.79 -14644.8 16959.4 51557 32738.7 -30651 -23683.2 -92256.4 -10142 63927.8 -5145.01
internal_weight=0 2.68851e+06 2.36132e+06 51575 48424 877 46 47547 39304 327190 18880 17032 9768 9388 5712 1518 380 1848 210 1638 1210 428 188 167 807 725 82 240 48 138
internal_count=4318164 2688514 2361324 51575 48424 877 46 47547 39304 327190 18880 17032 9768 9388 5712 1518 380 1848 210 1638 1210 428 188 167 807 725 82 240 48 138
is_linear=0
shrinkage=0.1


Tree=2059
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 4 1 1 3 1 3 5 1 3 3 5 5 2 5 1 1 1 0 3 5 5 3 4 1 0
split_gain=1.5199e+12 1.2123e+13 5.41986e+13 5.07414e+13 4.71148e+13 5.76476e+13 6.13483e+13 1.39686e+14 8.12211e+13 6.03679e+13 5.24363e+13 4.92066e+13 4.68095e+13 1.90292e+14 5.82921e+13 4.56299e+13 4.13183e+13 5.144e+13 8.1386e+13 4.91711e+13 7.23401e+13 8.88911e+13 1.58779e+14 7.52662e+13 5.97705e+13 6.35849e+13 6.26524e+13 4.7317e+13 9.02706e+13 1.45971e+14
threshold=55.576287050000012 55.734663800000007 53.140944450000006 32.910000000000004 55.751981950000008 1.5000000000000002 38.233559750000005 49.177301950000007 19.500000000000004 37.998366300000008 5.5000000000000009 71.00500000000001 37.098288800000006 17.500000000000004 24.500000000000004 39.995000000000012 86.02500000000002 2.5000000000000004 87.00500000000001 37.777459000000007 37.328003200000005 37.314272700000011 55.674875350000008 6.5000000000000009 150.04500000000004 123.15000000000002 24.500000000000004 2.5000000000000004 37.559851850000008 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 15 9 8 -8 -7 -9 -10 13 -5 -15 -3 -14 18 -18 20 21 22 -19 -24 25 27 -27 28 29 -22
right_child=1 4 -4 12 -6 6 7 10 11 -11 -12 -13 16 14 -16 -17 17 19 -20 -21 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=53.066852595242601 3231.5680070756976 1924.9208726795305 -16617.113860133719 -14352.09275267458 -63.672429977517631 7380.8458034733039 -35393.693675935865 15268.491275513918 -1188.1498738806722 23987.0467692325 1407.9437918238848 89578.152801339282 -1191.6630013767169 76371.400044056645 9194.3162246225129 -8585.275675680592 102093.85415930707 -28802.073127297797 15084.695475153696 -7232.7965169155041 -139610.22064062499 -94906.149907309329 -81343.602250744065 59654.88410135905 -103037.82258357559 164120.13793596541 -963.64137745392645 16238.831392256832 -136935.6730667373 61443.896300706132
leaf_weight=2398881 30556 13930 2126 6126 1620655 11971 1461 3644 407 2679 10875 70 197410 307 223 5872 115 867 1649 3492 50 118 42 384 43 56 39 3927 59 130
leaf_count=2398881 30556 13930 2126 6126 1620655 11971 1461 3644 407 2679 10875 70 197410 307 223 5872 115 867 1649 3492 50 118 42 384 43 56 39 3927 59 130
internal_value=0 -66.3274 -719.183 -581.561 30.4232 3025.9 5710.74 1520.72 -23696.2 10417.6 4886.68 12131.9 -1123.39 -9378.69 48106.3 -1191.73 -859.707 5113.45 20757.1 2116.24 7828.72 -11820.9 -4238.48 45753.6 14270.5 15454.4 96348.9 13609.7 -29590 5595.53
internal_weight=0 1.91928e+06 247719 245593 1.67156e+06 50909 31107 16457 1938 14650 14519 477 215037 6656 530 19802 208381 10971 1764 9207 5715 1411 1293 426 4304 4261 95 4166 239 180
internal_count=4318164 1919283 247719 245593 1671564 50909 31107 16457 1938 14650 14519 477 215037 6656 530 19802 208381 10971 1764 9207 5715 1411 1293 426 4304 4261 95 4166 239 180
is_linear=0
shrinkage=0.1


Tree=2060
num_leaves=31
num_cat=0
split_feature=5 6 1 2 1 5 5 4 5 3 4 0 0 3 5 2 1 3 2 0 0 1 2 5 0 2 5 1 1 2
split_gain=1.62847e+12 1.70385e+13 1.7274e+13 3.17916e+13 9.52432e+13 1.54516e+14 5.18514e+13 3.49228e+13 5.20565e+13 4.71029e+13 4.39586e+13 3.15812e+13 3.02886e+13 2.9191e+13 5.55503e+13 4.81225e+13 6.10298e+13 4.77012e+13 5.47147e+13 5.09243e+13 5.67633e+13 6.71918e+13 3.93275e+13 3.61442e+13 3.5205e+13 2.87577e+13 2.71323e+13 2.73916e+13 2.45566e+13 2.61383e+13
threshold=89.00500000000001 1.5000000000000002 82.911991800000024 14.500000000000002 82.959896850000021 120.05000000000001 114.05000000000001 4.5000000000000009 177.02500000000003 20.500000000000004 3.5000000000000004 55.039751500000008 54.864040150000001 21.500000000000004 96.015000000000015 13.500000000000002 82.933113850000026 22.500000000000004 12.500000000000002 55.043101600000007 55.02863030000001 82.940215400000014 3.5000000000000004 125.85000000000001 55.975961550000008 7.5000000000000009 91.050000000000011 82.95335685000002 82.940215400000014 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 13 5 6 26 8 9 10 -7 -8 -6 15 28 -4 -17 18 -16 20 23 -22 -23 25 -21 -19 -5 -28 -15 -30
right_child=1 2 3 4 12 7 11 -9 -10 -11 -12 -13 -14 14 17 16 -18 19 -20 24 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=14.251761120429812 -1821.7202264604448 -177.53657015914143 2196.3093280503476 4070.0286168981484 29375.693769211066 114172.02340277779 190214.30341045675 49145.538637408092 -143000.24962022572 -44420.919233916313 -37779.822632575757 68370.666710069447 -26760.73339775372 66563.121989493535 -8490.6933401639344 215129.77835751488 33112.041781250002 -28269.538250000001 -133237.41027861446 -87994.904069073033 152793.14114149308 -63968.025381944448 59265.802920081973 -115436.4136924342 32184.446380208334 48648.990814012097 61340.158800834761 178788.36065615702 98426.912165715155 -8126.3190678904903
leaf_weight=4097479 53301 144060 20582 81 122 45 52 68 36 165 33 36 453 87 61 21 150 225 83 130 45 45 61 38 30 62 365 21 26 201
leaf_count=4097479 53301 144060 20582 81 122 45 52 68 36 165 33 36 453 87 61 21 150 225 83 130 45 45 61 38 30 62 365 21 26 201
internal_value=0 -264.614 231.224 2755.92 16955 37229.8 69956.5 -15114 -30775.8 -14150 49884.7 140369 -14850 1795.97 -14124.7 2635.23 55465.1 -28421.9 -80393.3 -16654.8 -249.261 50412.9 6949.56 -23787.7 -65461.3 -11653 56688.2 67729.8 21390.8 4078.02
internal_weight=0 220685 167384 23324 1477 902 555 347 279 243 78 88 575 21847 1094 20753 171 780 144 636 476 151 106 325 160 287 467 386 314 227
internal_count=4318164 220685 167384 23324 1477 902 555 347 279 243 78 88 575 21847 1094 20753 171 780 144 636 476 151 106 325 160 287 467 386 314 227
is_linear=0
shrinkage=0.1


Tree=2061
num_leaves=31
num_cat=0
split_feature=1 1 5 5 5 4 4 0 5 2 3 0 2 2 5 6 5 3 5 0 6 5 2 1 2 5 2 5 5 1
split_gain=1.46007e+12 1.39485e+13 2.14185e+13 1.83096e+13 2.06601e+13 1.87291e+13 1.62907e+13 3.09282e+13 2.55692e+13 2.28656e+13 2.06278e+13 1.93754e+13 1.48848e+13 3.59266e+13 4.04394e+13 1.54439e+13 1.42042e+13 1.30026e+13 4.36678e+13 1.60798e+13 1.69887e+13 1.27237e+13 1.22044e+13 1.19603e+13 1.96715e+13 1.83383e+13 2.13039e+13 1.94183e+13 1.88912e+13 2.55207e+13
threshold=82.970752000000019 82.97193200000001 47.815000000000005 41.005000000000003 41.505000000000003 1.5000000000000002 2.5000000000000004 54.946533000000009 63.455000000000005 4.5000000000000009 18.500000000000004 54.945614000000006 5.5000000000000009 8.5000000000000018 86.810000000000016 1.5000000000000002 32.355000000000011 5.5000000000000009 80.00500000000001 54.99493995000001 1.5000000000000002 73.405000000000015 4.5000000000000009 82.964402850000013 22.500000000000004 34.010000000000012 7.5000000000000009 34.305000000000007 87.00500000000001 82.968597500000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 3 16 22 -6 8 11 -4 -10 17 12 15 21 -15 -8 -2 18 -9 20 -19 -14 -5 -1 25 -25 -27 -28 -29 -30
right_child=1 -3 6 4 5 -7 7 10 9 -11 -12 -13 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=0.25529312730485482 13676.280572150759 -62.487139681086745 -10719.434650161224 40415.245838824048 -13450.840485726734 14946.515008668643 55289.382120535709 -8208.4750805536914 32916.907819870285 -7209.0703712214054 -49770.560845371467 -24727.938722160681 28186.367035964442 -7738.232388135395 76686.436874999999 4354.9545594795263 -3340.5427780817986 12802.095595318102 141224.1627722538 -2619.2640076303869 50416.292995557596 -41263.088148812072 13607.015579412226 -2785.639442744879 19527.893131593035 3617.5179581143407 74064.638683036057 99.370881997380963 -19172.189078107356 44042.46964235168
leaf_weight=3598076 544 637985 6079 249 487 444 70 48 265 306 53 536 29 233 75 398 4990 558 33 492 153 292 534 9793 591 31365 35 22524 858 69
leaf_count=3598076 544 637985 6079 249 487 444 70 48 265 306 53 536 29 233 75 398 4990 558 33 492 153 292 534 9793 591 31365 35 22524 858 69
internal_value=0 -137.532 -2975.88 1129.39 10160.6 92.0444 -6068.91 88.7361 -8819.01 11413.3 11366.6 -9144.88 -1530.92 -11578.6 12819.7 11973.4 -1667.77 13890.2 52671.5 11279 20896.3 -34988.8 22132.2 24.5851 1366.51 1200.47 1912.15 -365.337 -476.422 -14466.9
internal_weight=0 654853 16868 7248 1714 931 9620 2970 6650 571 1337 1633 1097 629 308 468 5534 1284 81 1203 711 321 783 3.66331e+06 65235 64644 54851 23486 23451 927
internal_count=4318164 654853 16868 7248 1714 931 9620 2970 6650 571 1337 1633 1097 629 308 468 5534 1284 81 1203 711 321 783 3663311 65235 64644 54851 23486 23451 927
is_linear=0
shrinkage=0.1


Tree=2062
num_leaves=31
num_cat=0
split_feature=0 0 3 5 1 1 3 3 2 5 5 1 1 3 5 3 2 5 1 1 3 0 5 4 1 3 2 1 3 1
split_gain=1.42897e+12 1.44956e+13 3.90389e+13 3.49374e+13 3.2601e+13 5.10061e+13 4.07443e+13 5.2561e+13 8.05496e+13 5.59446e+13 4.62066e+13 3.73932e+13 3.3513e+13 1.43269e+14 5.83963e+13 4.90987e+13 7.96264e+13 5.28415e+13 3.74939e+13 1.60191e+14 2.40427e+14 1.70711e+14 4.75149e+13 5.31546e+13 3.92974e+13 3.74065e+13 2.94189e+13 2.86597e+13 2.69634e+13 2.63941e+13
threshold=45.112033650000008 46.672631750000008 20.500000000000004 116.06000000000002 38.950530550000003 38.911476500000006 6.5000000000000009 5.5000000000000009 1.5000000000000002 137.05000000000004 101.05000000000001 37.098288800000006 39.041623000000008 11.500000000000002 59.245000000000012 15.500000000000002 11.500000000000002 71.715000000000018 39.666208800000007 39.630124250000001 3.5000000000000004 45.254062050000009 67.520000000000024 2.5000000000000004 39.262370300000008 17.500000000000004 5.5000000000000009 38.096381250000007 8.5000000000000018 43.574807850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 11 7 9 10 -7 -9 -2 14 18 -6 16 -15 -18 19 24 -21 -22 23 -23 -14 -16 -10 28 -13 -20
right_child=1 -3 3 -5 12 6 -8 8 26 -11 -12 27 13 15 25 -17 17 -19 29 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=147.03431581090899 16749.959109878542 0.19261064115968096 18108.851191570611 152262.77844726562 -3364.2513179974117 9645.7162154628368 378.70523869455718 16711.480258413463 76121.755176910228 170274.45795454548 -177869.16521739133 -19003.974707164205 5366.4725295338112 43798.296768750355 -19510.690047614087 20489.29234147731 51148.308398437504 258352.93110351564 -8901.6933265919761 -11135.652142776005 -27293.959609840032 207076.55863759568 333872.01032608701 28187.617265625002 -17815.82293691091 9397.9846703376388 24594.148088813268 -1087.9535972084725 78367.831010910566 1931.9526043707474
leaf_weight=573232 896 3695737 661 20 17195 1503 1607 26 346 22 23 1469 2728 277 3938 984 20 32 7867 189 42 98 23 20 999 505 163 4364 29 3149
leaf_count=573232 896 3695737 661 20 17195 1503 1607 26 346 22 23 1469 2728 277 3938 984 20 32 7867 189 42 98 23 20 999 505 163 4364 29 3149
internal_value=0 -22.5064 -1727.75 22048.8 -2061.5 2886.54 12342.2 21571.8 47832.4 11963 -74622.3 -2276.42 -3419.6 -14.3045 -6004.96 31670.9 65113.6 178659 -2766.71 5398.16 67971.3 149672 202385 176756 -847.403 -16224.9 59620.8 -5184.58 -17118.9 -5804.82
internal_weight=0 3.74493e+06 49195 681 48514 10448 3690 2083 558 1525 49 6758 38066 16428 21638 1313 329 52 15115 4099 372 183 141 118 3727 4443 509 5862 1498 11016
internal_count=4318164 3744932 49195 681 48514 10448 3690 2083 558 1525 49 6758 38066 16428 21638 1313 329 52 15115 4099 372 183 141 118 3727 4443 509 5862 1498 11016
is_linear=0
shrinkage=0.1


Tree=2063
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 0 1 1 1 1 0 1 1 2 1 5 0 6 1 1 3 3 5 1 3 6 0 1 5 0
split_gain=1.46275e+12 1.3286e+13 2.56574e+13 1.16315e+14 2.15111e+14 1.88854e+14 1.57888e+14 1.22844e+14 2.66201e+14 2.22541e+14 1.14234e+14 1.08956e+14 1.00744e+14 9.91431e+13 9.81923e+13 9.49717e+13 7.70611e+13 1.0416e+14 1.22926e+14 1.73128e+14 1.42213e+14 2.06917e+14 7.50481e+13 8.20419e+13 8.42604e+13 1.16007e+14 9.23762e+13 6.66493e+13 7.3693e+13 6.19176e+13
threshold=19.500000000000004 22.500000000000004 55.664473600000008 55.812836050000008 55.784980300000008 55.762622900000004 37.39371280000001 37.767735350000002 37.726745000000001 49.073956850000009 55.657530000000008 37.328003200000005 37.620907050000007 2.5000000000000004 49.148175700000003 39.025000000000013 55.745923000000012 1.5000000000000002 37.726745000000001 37.767735350000002 20.500000000000004 21.500000000000004 61.020000000000003 37.542000650000013 21.500000000000004 1.5000000000000002 55.777112100000004 37.39371280000001 60.005000000000003 55.826364100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 6 11 8 15 -9 -2 -4 -8 -7 -11 -6 17 18 20 -20 -14 -22 23 24 25 -15 -26 -12 -29 -5
right_child=1 -3 3 29 7 13 12 9 -10 14 27 -13 16 22 -16 -17 -18 -19 19 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=21.24276124158618 -1988.1457463730142 155.53326503689686 -9825.011357663001 -16868.140540702389 -9705.0608164553469 -96906.121714274093 22807.071078713678 -49235.611133392536 168676.37253432767 49578.766260579432 -74975.510270690924 -81074.504974783282 -65901.044929531854 -44494.48686758081 -1807.0493029724826 48451.646827431956 29109.920738162356 -20517.30708376877 120485.0700263734 11918.871675174112 265400.6875 -14065.182017822268 4141.7410065547601 -4373.0799625662312 -134616.25883073904 97742.853480113641 -30179.222663508233 -49042.405842454369 48409.226866319448 -1199.7234136087395
leaf_weight=3810546 66339 368079 810 2650 363 168 4280 463 165 960 336 292 389 437 607 1240 923 1925 157 2280 34 120 969 632 198 66 148 202 126 52260
leaf_count=3810546 66339 368079 810 2650 363 168 4280 463 165 960 336 292 389 437 607 1240 923 1925 157 2280 34 120 969 632 198 66 148 202 126 52260
internal_value=0 -159.463 -990.369 312.884 7380.77 1591.13 7238.75 28460.1 47731.2 11676.2 -2401.24 -28704.2 11157.3 -22591.4 29673.7 35282 2601.94 -2386.21 9326 18913.1 -33701.1 47635.1 -17495.5 -31652.5 -51959.5 -25831.1 -89943.8 -43672.9 -11606.7 -1955.89
internal_weight=0 507618 139539 72536 17626 13828 11210 3798 1768 2030 67003 1102 10108 2618 1567 1603 5828 4905 2980 2437 543 154 2450 1481 849 503 346 664 328 54910
internal_count=4318164 507618 139539 72536 17626 13828 11210 3798 1768 2030 67003 1102 10108 2618 1567 1603 5828 4905 2980 2437 543 154 2450 1481 849 503 346 664 328 54910
is_linear=0
shrinkage=0.1


Tree=2064
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 3 4 5 1 5 3 5 1 1 5 5 3 0 1 5 3 4 2 0 5 2 0 0 0
split_gain=1.48227e+12 1.32886e+13 5.28704e+13 1.79815e+13 2.20905e+13 1.77992e+13 1.74568e+13 1.49201e+13 1.20941e+13 1.98992e+13 1.29898e+13 1.19592e+13 1.1582e+13 1.13766e+13 2.40839e+13 1.72368e+13 1.57612e+13 1.13385e+13 4.89172e+13 5.16239e+13 3.32747e+13 2.74281e+13 6.86779e+13 4.30142e+13 4.2686e+13 4.29276e+13 5.5828e+13 6.08401e+13 6.01555e+13 5.68394e+13
threshold=47.425481600000005 48.713222300000005 39.969502550000009 40.247294600000011 7.5000000000000009 59.510000000000012 5.5000000000000009 3.5000000000000004 48.035000000000004 44.083877800000003 72.010000000000005 3.5000000000000004 94.040000000000006 40.810045900000013 42.09605220000001 91.050000000000011 103.45000000000002 5.5000000000000009 47.287300150000007 40.247294600000011 95.020000000000024 8.5000000000000018 6.5000000000000009 2.5000000000000004 45.254062050000009 39.505000000000003 7.5000000000000009 45.070824200000011 45.055827000000008 45.03656895000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 5 11 6 -2 13 -6 -8 -10 -11 -4 -13 -5 -15 -16 -17 18 20 -20 -1 22 24 -23 25 -19 27 28 29 -27
right_child=1 -3 3 4 7 -7 8 -9 9 10 -12 12 -14 14 15 16 -18 21 19 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=685.33751862586917 -17867.612385142231 -14.310512202638122 2206.9927877356345 7875.1691127904387 -2814.5908830982867 -50726.671589843754 -2175.012252592705 -24598.293400065104 2242.6402124437236 50258.677880084324 129329.0859375 -9658.0842701782494 -63183.560022865859 -22559.145854120055 1343.9035729244997 91545.899648080231 7901.3021484375004 901.92482531043208 13697.025456905281 -21494.067521610967 -5843.9282976559234 2790.41176306942 183332.28996093752 -206.22879313165788 6994.6640410374985 -702.48817193101831 -25699.537903374905 -8819.4812475868439 17100.04889722577 -16408.83234954601
leaf_weight=243225 938 3509193 1011 3087 4895 200 71 336 59 63 31 2888 41 433 2722 41 50 22540 4540 459 8064 54250 20 409282 4916 23547 1203 15791 1714 2554
leaf_count=243225 938 3509193 1011 3087 4895 200 71 336 59 63 31 2888 41 433 2722 41 50 22540 4540 459 8064 54250 20 409282 4916 23547 1203 15791 1714 2554
internal_value=0 -27.769 -2827.99 -1321.96 632.849 -23642.5 4499.39 -4213.81 31934.8 47763.5 76335.1 -7170.51 -10407.3 3528.99 -604.3 2775.17 45587.3 123.614 670.669 10465.8 475.81 -138.049 -1949.83 144.486 -2001.11 -2657.73 -4448.33 -3862.05 -1047.64 -2239.36
internal_weight=0 3.52606e+06 16866 15728 11788 1138 6557 5231 224 153 94 3940 2929 6333 3246 2813 91 792105 256288 4999 251289 535817 72285 463532 72265 67349 44809 43606 27815 26101
internal_count=4318164 3526059 16866 15728 11788 1138 6557 5231 224 153 94 3940 2929 6333 3246 2813 91 792105 256288 4999 251289 535817 72285 463532 72265 67349 44809 43606 27815 26101
is_linear=0
shrinkage=0.1


Tree=2065
num_leaves=31
num_cat=0
split_feature=0 0 3 6 3 3 1 5 4 1 1 0 1 5 5 5 1 5 4 5 2 3 2 2 5 5 5 3 3 1
split_gain=1.41582e+12 1.3601e+13 1.51756e+13 1.49436e+13 2.33955e+13 2.09209e+13 1.49085e+13 1.52478e+13 1.48368e+13 1.36037e+13 2.25784e+13 1.69899e+13 3.21011e+13 4.40806e+13 3.69345e+13 2.36973e+13 6.39385e+13 6.0015e+13 5.22877e+13 1.77535e+13 2.66397e+13 2.30865e+13 2.10687e+13 1.79069e+13 1.70176e+13 1.66796e+13 1.64873e+13 1.51768e+13 1.49851e+13 2.49468e+13
threshold=47.236539400000005 47.222459950000008 3.5000000000000004 1.5000000000000002 11.500000000000002 14.500000000000002 39.630124250000001 89.00500000000001 5.5000000000000009 39.767857750000005 39.718803500000007 47.228519500000004 39.726951800000002 137.05000000000004 116.06000000000002 89.00500000000001 39.739656000000004 103.45000000000002 2.5000000000000004 80.815000000000012 10.500000000000002 8.5000000000000018 4.5000000000000009 12.500000000000002 86.02500000000002 99.555000000000021 39.025000000000013 24.500000000000004 12.500000000000002 39.666208800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -3 -8 9 10 28 15 14 19 -13 24 18 -18 -17 21 22 -14 25 -22 -12 -21 -23 -11 -5 -30
right_child=-2 2 3 8 5 -7 7 -9 -10 27 11 12 13 -15 -16 16 17 -19 -20 20 23 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=30.079938651996141 -25.378986134193227 24951.508733635983 19585.891140426193 -114.58577457901787 -26502.974480748482 -2355.9660234903945 -9193.9117625607068 44618.93994954427 -73430.690812500005 -4809.2991276594421 12883.824337667411 -9405.5165686265482 -3526.6208215541697 122908.28841911764 -106826.33197544643 184585.16472886031 61819.877399313045 -71781.343193359367 50911.617063337057 -24371.010137266272 121469.9230078125 -12341.354280037716 -51996.060597630552 9510.8574062500011 -61710.050396925413 57009.402226562495 23412.424103672322 26546.19662996618 2052.8734617674904 13181.778121973148
leaf_weight=674462 3609165 148 447 9283 391 4357 2113 54 25 2628 2278 530 655 34 42 34 58 80 210 68 20 145 152 50 31 40 1167 164 6392 2941
leaf_count=674462 3609165 148 447 9283 391 4357 2113 54 25 2628 2278 530 655 34 42 34 58 80 210 68 20 145 152 50 31 40 1167 164 6392 2941
internal_value=0 129.192 2064.72 2626.58 -2285.41 -4344.48 -5755.72 -7852.94 3570.74 3642.03 4404.27 9975.25 4669.24 9878.35 -16558.8 15699.3 38770.6 -15630.1 69538.3 8205.29 -13258.5 11806.2 -28001 41499.2 11882.3 5769.88 19461 -2967.5 2730.23 5559.8
internal_weight=0 708999 34537 32222 5195 4748 2315 2167 27027 27002 24210 5594 2903 2331 572 2691 382 138 244 2297 330 1967 260 70 2309 108 1312 2792 18616 9333
internal_count=4318164 708999 34537 32222 5195 4748 2315 2167 27027 27002 24210 5594 2903 2331 572 2691 382 138 244 2297 330 1967 260 70 2309 108 1312 2792 18616 9333
is_linear=0
shrinkage=0.1


Tree=2066
num_leaves=31
num_cat=0
split_feature=3 1 0 0 1 1 5 0 5 5 1 0 0 1 1 1 0 5 1 1 1 5 5 1 0 0 0 5 1 1
split_gain=1.39126e+12 6.98061e+12 8.25757e+12 1.42272e+13 9.70302e+12 8.1695e+12 1.06077e+13 9.7855e+12 7.28133e+12 6.73552e+12 6.71285e+12 6.33188e+12 1.51935e+13 1.29876e+13 2.16996e+13 1.27332e+13 1.27112e+13 1.05661e+13 9.22858e+12 2.947e+13 2.34373e+13 2.21784e+13 1.38944e+13 1.74357e+13 1.32278e+13 1.22427e+13 1.0077e+13 1.00482e+13 9.56441e+12 1.2226e+13
threshold=2.5000000000000004 104.38035940000002 53.719078300000007 59.609407350000005 114.17164950000002 92.896330950000007 86.810000000000016 51.636650050000007 67.520000000000024 62.385000000000012 91.398302750000013 47.249522000000006 51.717367500000009 43.574807850000006 41.950906500000009 36.546174950000008 48.713222300000005 49.995000000000012 37.777459000000007 37.914142000000005 37.832345550000007 104.75000000000001 102.01000000000001 47.282206100000003 44.874285750000006 45.133160800000006 44.580511600000001 101.05000000000001 38.633372000000001 38.233559750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -4 -5 10 7 -7 -9 -3 11 18 13 14 15 -13 17 -15 21 20 -20 26 27 -24 -23 -26 -1 28 29 -21
right_child=-2 2 3 4 -6 6 -8 8 -10 -11 -12 12 -14 16 -16 -17 -18 -19 19 22 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=59223.315266927093 -9.3071102410664466 -11818.26632296812 20907.925787150067 15903.944526977541 -8650.2043621618777 -52302.494450431033 41660.869325474334 8741.1823466920105 -9653.4312503921956 2655.8745371942937 -9186.3659928140496 -34731.033488384048 522.78482825931633 -10098.123756917317 31706.061454589846 6552.5153641669349 -1722.5413090810566 -78351.248292151169 -5989.9891986042467 -1149.2388151704597 -63812.408865584192 10856.379794034092 15081.242434994361 -34010.845799545095 -104004.79292763158 -18549.083170572918 5935.3417057179777 -61313.526583426341 -672.96391269048308 -13806.14170393801
leaf_weight=36 4205107 1439 300 200 824 29 84 1585 249 414 731 76 71745 48 350 4405 501 43 147 1780 134 33 859 79 38 30 2491 28 23043 1336
leaf_count=36 4205107 1439 300 200 824 29 84 1585 249 414 731 76 71745 48 350 4405 501 43 147 1780 134 33 859 79 38 30 2491 28 23043 1336
internal_value=0 346.174 -4274.96 1756.34 -3854.47 479.787 6899.75 5332.42 6243.77 -8584.43 363.977 429.1 908.56 6012.28 7725.4 5852.33 -7967.58 -42349.6 -802.804 -1345.62 -33563.7 4857.91 -1011.86 10946.6 -41093 -66303.7 6694.49 -1440.2 -1376.11 -6575.95
internal_weight=0 113057 3177 1324 1024 109880 1947 1863 1834 1853 107933 107202 77168 5423 4831 4481 592 91 30034 27406 281 2628 27125 938 101 68 2527 26187 26159 3116
internal_count=4318164 113057 3177 1324 1024 109880 1947 1863 1834 1853 107933 107202 77168 5423 4831 4481 592 91 30034 27406 281 2628 27125 938 101 68 2527 26187 26159 3116
is_linear=0
shrinkage=0.1


Tree=2067
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 1 0 0 3 3 0 5 3 3 1 1 3 5 0 1 3 1 4 5 2 3 3 5 5 5
split_gain=1.35682e+12 1.07684e+13 2.89764e+13 5.54021e+13 1.00823e+14 5.2729e+13 4.27277e+13 5.82582e+13 5.46027e+13 7.3638e+13 4.8543e+13 1.11292e+14 9.43304e+13 6.3174e+13 5.99725e+13 6.06482e+13 5.06224e+13 4.89262e+13 3.93938e+13 9.28115e+13 5.56279e+13 5.34275e+13 5.31334e+13 7.23469e+13 5.27451e+13 4.8042e+13 3.93624e+13 3.85297e+13 3.53182e+13 5.4023e+13
threshold=56.758269450000007 56.895161300000005 1.5000000000000002 11.500000000000002 35.911716050000003 52.395917250000004 56.838612000000005 56.831297550000009 7.5000000000000009 18.500000000000004 56.802385350000009 70.00500000000001 23.500000000000004 22.500000000000004 60.08989780000001 60.648383500000008 16.500000000000004 81.00500000000001 56.791364150000007 60.55755580000001 10.500000000000002 59.76223980000001 3.5000000000000004 95.020000000000024 6.5000000000000009 6.5000000000000009 32.500000000000007 39.805000000000007 118.33500000000002 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 10 -9 27 -2 14 13 -13 -12 16 -16 -15 19 21 -20 -7 23 -22 -25 -23 28 -10 29 -11
right_child=1 -3 3 -5 5 18 -8 8 9 26 11 12 -14 17 15 -17 -18 -19 20 -21 22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-29.147931682652796 205.18352341537357 -52.164639320349558 31389.143440893517 -2955.862322907868 -21669.592179627991 1799.2097423162763 7764.4289723134007 -76823.657879202714 -13486.792695234901 -17704.680681559748 -11457.968780360239 47366.261354916467 11050.59623572616 20926.08276855469 42671.069316206449 -21352.757967010919 9525.8862651969812 209559.77940340911 247.60336180521546 953.63323509431746 27610.299225415682 42335.15715462646 -62995.99249387256 217884.63688322366 42115.304939516129 14266.431982489914 24710.073776257781 16568.259996115663 -140525.06019021739 82146.821654829546
leaf_weight=3399081 16566 754338 1118 40804 1000 1074 13347 112 584 3651 1959 801 1121 20 572 511 2370 44 66069 8181 380 1243 51 38 31 1197 241 1582 23 55
leaf_count=3399081 16566 754338 1118 40804 1000 1074 13347 112 584 3651 1959 801 1121 20 572 511 2370 44 66069 8181 380 1243 51 38 31 1197 241 1582 23 55
internal_value=0 107.799 840.244 45.1308 1568.51 1147.9 3052.34 970.637 -7629.36 -6366.36 3212.87 9947.83 30195 55005.2 2517.88 10446.8 15970.2 150612 1439.45 6792.09 499.079 20384.7 33728.6 44715.2 138916 28565.4 -14458.1 8464.77 -16989.5 -16222.8
internal_weight=0 919083 164745 121186 80382 79264 43559 30212 6248 6136 23964 7398 1986 865 5412 3453 2942 64 78264 11695 66569 3514 500 449 69 2440 3970 2166 3729 3706
internal_count=4318164 919083 164745 121186 80382 79264 43559 30212 6248 6136 23964 7398 1986 865 5412 3453 2942 64 78264 11695 66569 3514 500 449 69 2440 3970 2166 3729 3706
is_linear=0
shrinkage=0.1


Tree=2068
num_leaves=31
num_cat=0
split_feature=2 3 2 2 5 1 1 0 1 1 4 3 5 0 0 0 5 5 5 5 1 0 0 0 1 5 1 0 1 1
split_gain=1.4255e+12 1.05575e+13 2.06892e+13 2.09361e+13 1.83479e+13 2.89625e+13 4.86236e+13 6.49241e+13 4.5273e+13 3.87297e+13 3.78155e+13 2.4717e+13 3.21271e+13 1.9802e+13 7.48668e+13 1.71959e+14 4.20029e+13 5.37052e+13 3.35303e+13 1.16433e+14 3.48485e+13 3.2837e+13 5.42898e+13 3.18626e+13 3.11697e+13 2.85859e+13 2.63844e+13 3.87112e+13 2.65894e+13 3.36365e+13
threshold=5.5000000000000009 7.5000000000000009 11.500000000000002 19.500000000000004 79.730000000000018 82.902675200000019 65.520339550000017 57.157092150000004 65.58467570000002 82.926290250000008 4.5000000000000009 6.5000000000000009 142.05000000000004 55.734663800000007 55.91302515000001 56.054485600000007 132.05000000000004 142.05000000000004 142.05000000000004 125.85000000000001 49.111504200000006 55.793358600000012 55.784980300000008 59.932719750000011 49.111504200000006 93.00500000000001 39.925119750000007 56.663136550000011 60.601268000000012 60.55755580000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 13 8 -8 -7 -11 12 -10 -6 18 -16 26 23 19 21 -21 22 24 -18 25 -15 27 -17 29 -28
right_child=1 -3 3 -5 5 9 7 -9 11 10 -12 -13 -14 14 15 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-49.461973289751668 -772.68081313262439 95.759644683379008 83878.191550925927 -30050.401341711957 -1103.0523629353756 -72512.391449938325 -96297.246484375006 146953.6759595788 138895.16895032054 -22002.091644608347 97512.519288793104 -9893.7685937500009 6922.0092410714296 -50890.271770019535 181770.18437500001 -127647.75079180743 151387.24368206522 -3723.4328526327054 12956.141138059702 -131406.2724609375 -309580.34345238097 -72715.483592514764 107232.27488021851 7234.6984375000002 -104830.25453125 82278.163440393517 2455.7947894335425 -23065.402237945746 -53715.951700406469 102347.97491554054
leaf_weight=2480138 21348 1811470 54 23 2407 152 31 46 39 304 29 60 35 40 48 37 46 146 67 23 21 168 32 23 45 27 379 815 74 37
leaf_count=2480138 21348 1811470 54 23 2407 152 31 46 39 304 29 60 35 40 48 37 46 146 67 23 21 168 32 23 45 27 379 815 74 37
internal_value=0 66.7415 -1912.68 49847.6 -2063.2 -7432.52 -5005.08 41896.7 12608.1 -30685.9 -11593.9 37802.7 76475.4 -7236.49 -14516.2 -4652.38 -10399.5 30635.3 -51942.6 -64156.6 -216444 -42680.2 -7639.09 103336 -40459.5 2774.62 -16973.6 -27607.1 1515.59 11340.4
internal_weight=0 1.83803e+06 26556 77 26479 5131 4646 211 165 485 333 134 74 4435 2028 1605 1557 215 423 356 44 312 144 69 112 67 1342 852 490 416
internal_count=4318164 1838026 26556 77 26479 5131 4646 211 165 485 333 134 74 4435 2028 1605 1557 215 423 356 44 312 144 69 112 67 1342 852 490 416
is_linear=0
shrinkage=0.1


Tree=2069
num_leaves=31
num_cat=0
split_feature=0 4 0 1 5 5 5 0 1 5 5 2 4 1 3 1 0 0 0 1 1 2 3 1 1 5 5 0 5 5
split_gain=1.38734e+12 1.25798e+13 5.04104e+13 2.3234e+13 3.07024e+13 3.25885e+13 2.00402e+13 3.51327e+13 2.78952e+13 3.73213e+13 3.75799e+13 4.23415e+13 4.14384e+13 4.57336e+13 3.42782e+13 3.25182e+13 4.86521e+13 2.7521e+13 5.34797e+13 3.74431e+13 6.33003e+13 3.75794e+13 3.98412e+13 3.52049e+13 4.04731e+13 3.38324e+13 2.58212e+13 3.58744e+13 5.06802e+13 4.4398e+13
threshold=45.112033650000008 3.5000000000000004 45.091904500000005 39.110397700000007 90.015000000000015 85.91500000000002 137.05000000000004 45.087005000000012 38.969379750000009 123.15000000000002 132.05000000000004 9.5000000000000018 4.5000000000000009 39.041623000000008 6.5000000000000009 38.975980350000007 44.982728700000003 45.040161900000008 45.022371150000005 39.969502550000009 39.826386800000009 2.5000000000000004 4.5000000000000009 39.021425200000003 39.003296000000006 128.92000000000004 118.33500000000002 45.063245200000004 128.92000000000004 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 8 -8 26 -10 11 17 13 -12 -15 -13 -17 18 19 20 -11 22 -21 24 -19 -24 -3 29 -29 -28
right_child=-2 2 3 -5 -6 -7 7 -9 9 10 12 15 -14 14 -16 16 -18 23 -20 21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=69.258281617497872 -22.176082698502167 -66.565124326275082 59578.588156960235 -47477.732273437505 13252.668494096237 176009.28718750001 -3931.7717894038456 -127979.26154891304 4887.8161100705502 37486.809140625002 34743.404523111982 195129.12175925926 85637.369655539776 21773.145192307697 -89402.075646972662 176445.1638221154 5963.8605177859044 104772.94401041667 -75341.888856132078 -43435.711771824048 217094.15184795676 -24294.203030182598 42679.799909319205 183479.19460449219 -67388.011044034094 208394.39865056821 -51371.468959506725 118325.84128032484 -57209.947413793103 35483.995406029935
leaf_weight=558675 3744932 2271 121 25 110 30 3118 23 7565 80 90 27 44 39 96 26 47 36 53 23 26 129 28 24 22 22 344 38 29 71
leaf_count=558675 3744932 2271 121 25 110 30 3118 23 7565 80 90 27 44 39 96 26 47 36 53 23 26 129 28 24 22 22 344 38 29 71
internal_value=0 144.877 3046.99 44615.9 53437.1 82710.5 2213.92 -4840.11 4204.64 7074.61 27447.9 42589.6 -3117.09 -20473.5 -57284.8 101364 66683.2 29322.3 17443.2 33409.5 81541.4 8152.17 65488.9 81619.4 39470.5 115594 -4528.26 -25550.1 42347.7 -36511.9
internal_weight=0 573232 14557 286 261 151 14271 3141 11130 8377 812 543 269 225 135 100 73 443 361 308 106 202 73 82 58 50 2753 482 67 415
internal_count=4318164 573232 14557 286 261 151 14271 3141 11130 8377 812 543 269 225 135 100 73 443 361 308 106 202 73 82 58 50 2753 482 67 415
is_linear=0
shrinkage=0.1


Tree=2070
num_leaves=31
num_cat=0
split_feature=5 6 5 4 1 0 5 1 3 0 0 0 0 0 1 5 0 3 5 1 1 1 3 3 1 0 0 0 5 1
split_gain=1.41006e+12 1.50117e+13 1.59121e+13 3.34371e+13 2.57915e+13 2.48445e+13 2.53001e+13 2.38341e+13 2.26552e+13 3.77759e+13 3.30233e+13 2.79371e+13 2.76021e+13 4.80137e+13 3.73041e+13 2.75549e+13 2.67252e+13 3.29344e+13 3.9763e+13 4.28215e+13 3.72387e+13 3.12484e+13 3.01464e+13 4.70471e+13 4.34801e+13 6.30081e+13 3.61297e+13 6.1153e+13 3.71373e+13 3.21175e+13
threshold=89.00500000000001 1.5000000000000002 105.35000000000001 3.5000000000000004 30.323743050000001 60.035045000000004 91.050000000000011 82.945329900000004 21.500000000000004 55.061033200000004 60.052595500000002 44.998833400000002 55.535913550000011 55.551692500000009 37.582182450000005 93.00500000000001 55.885524800000006 32.500000000000007 98.020000000000024 37.615058950000012 37.328003200000005 37.767735350000002 23.500000000000004 24.500000000000004 30.502469200000004 59.846652800000008 59.896318000000008 59.939091550000008 101.05000000000001 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -5 -4 -2 11 12 15 -11 14 -14 -10 17 20 19 -19 -15 -21 24 29 25 -18 28 -28 -27 -24
right_child=1 -3 7 4 -6 -7 -8 -9 9 10 -12 -13 13 16 -16 -17 22 18 -20 21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=13.26164370301835 -5667.7914178992587 219.18397637487953 1769.3249181319852 -25960.480363581733 3288.2547847489609 -47573.123345122469 49504.143824923158 -12760.487962921219 -33860.144361979168 35360.380983182971 -68645.891948084682 -11749.871461285373 -17794.114215985468 -53327.427574823952 -104320.99815253587 83196.100243340174 184580.14052734376 12766.181236328126 118234.97166193182 -89847.299248231138 20289.6126934411 -10194.697163722827 -100518.20618440998 -35.560151495961094 -14378.51419597425 28829.725543086261 161046.0875679348 27787.450603869362 -40442.407000411185 -24398.546157028817
leaf_weight=4097479 22547 167384 16295 52 3147 37 305 1213 30 281 62 2636 272 71 61 61 26 200 22 106 2133 92 67 2422 304 241 46 137 114 321
leaf_count=4097479 22547 167384 16295 52 3147 37 305 1213 30 281 62 2636 272 71 61 61 26 200 22 106 2133 92 67 2422 304 241 46 137 114 321
internal_value=0 -246.23 -1707.8 -2916.21 6308.03 30428 38512.1 762.662 -3928.95 110.776 4010.98 -9869.27 4662.32 3362.22 -33644.4 44606.1 5317.67 13027.5 -12636.5 -19870.6 17918.1 -52837 -182.772 -5214.51 16106.6 32538.3 25190.6 61284.2 6584.59 -37542.9
internal_weight=0 220685 53301 35793 3541 394 357 17508 32252 9705 6978 2727 6916 6635 333 91 6302 2624 420 398 2204 198 3678 2810 868 564 538 183 355 388
internal_count=4318164 220685 53301 35793 3541 394 357 17508 32252 9705 6978 2727 6916 6635 333 91 6302 2624 420 398 2204 198 3678 2810 868 564 538 183 355 388
is_linear=0
shrinkage=0.1


Tree=2071
num_leaves=31
num_cat=0
split_feature=5 5 1 4 3 1 1 0 1 3 1 0 0 2 2 3 0 5 0 1 2 2 0 2 6 2 1 1 0 3
split_gain=1.36515e+12 1.11312e+13 1.91354e+13 1.51294e+13 1.46874e+13 1.42559e+13 1.02785e+13 2.57721e+13 2.00256e+13 3.01945e+13 2.74131e+13 1.82874e+13 2.28767e+13 1.19641e+13 1.181e+13 9.72669e+12 1.75263e+13 9.09578e+12 5.14094e+13 6.20203e+13 5.9517e+13 5.3434e+13 4.59955e+13 4.93181e+13 3.72225e+13 3.69598e+13 3.4884e+13 4.74582e+13 3.64433e+13 5.09414e+13
threshold=103.45000000000002 104.75000000000001 82.888608650000023 3.5000000000000004 17.500000000000004 82.933113850000026 50.158868250000005 54.986619450000006 48.712293450000011 9.5000000000000018 47.981192400000005 54.736324100000012 53.310923100000004 16.500000000000004 13.500000000000002 7.5000000000000009 55.039751500000008 105.35000000000001 59.939091550000008 30.160599000000001 10.500000000000002 6.5000000000000009 59.990816400000007 3.5000000000000004 1.5000000000000002 17.500000000000004 30.362552800000003 38.984911950000004 55.055104550000003 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 11 10 -10 -2 12 -8 -11 -9 -5 -17 18 19 21 -21 -3 23 24 -20 -24 -22 -28 29 -29
right_child=1 17 3 15 5 -7 7 14 9 13 -12 -13 -14 -15 -16 16 -18 -19 22 20 26 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=8.7773589624717232 -3031.1093510424275 122950.60023734177 -26579.036686187588 -31704.940134148848 85360.234046519894 -6049.6051038240139 114604.25758928571 -3260.264176525679 29733.370593594638 -44352.581689453131 111622.20918898811 125398.98385881697 -12253.735205078126 -119798.035671875 34818.443552609708 60758.297391826927 -18444.811965880101 -344.68316206197574 93794.610546875003 -1062.1621499593589 151384.97194602274 -50242.842629076091 -27098.640077172255 -144748.80786520339 -79094.906818181829 80109.600468749995 -4110.57404751985 24048.839733187357 7901.0972466626226 97478.932861984416
leaf_weight=4215436 2995 79 788 38 22 76 21 610 55 132 21 28 44 25 94 65 49 92777 20 3492 22 23 164 63 33 40 368 192 206 186
leaf_count=4215436 2995 79 788 38 22 76 21 610 55 132 21 28 44 25 94 65 49 92777 20 3492 22 23 164 63 33 40 368 192 206 186
internal_value=0 -360.178 -4932.02 -17038 -22038.5 14471 -1810.04 8359.94 -4321.02 -34029 -2232.79 57835.4 28731.2 -56366.2 1824.11 12109.9 26714.9 -123.172 4081.24 6795.6 5034.66 83897.2 -34666.3 -84943.2 -13853.6 -6077.42 26893.1 24016.2 41739.9 60181.1
internal_weight=0 102728 5063 1038 886 98 4025 797 3228 212 3016 93 65 157 704 152 114 97665 4888 4568 4466 102 320 116 53 204 974 952 584 378
internal_count=4318164 102728 5063 1038 886 98 4025 797 3228 212 3016 93 65 157 704 152 114 97665 4888 4568 4466 102 320 116 53 204 974 952 584 378
is_linear=0
shrinkage=0.1


Tree=2072
num_leaves=31
num_cat=0
split_feature=0 4 3 5 0 5 3 1 4 1 1 1 4 5 5 1 3 0 5 3 3 3 5 1 5 5 2 5 3 2
split_gain=1.33465e+12 1.01915e+13 3.51085e+13 4.20854e+13 8.40185e+12 3.86081e+13 3.06845e+13 6.63734e+13 2.7229e+13 2.91567e+13 2.43049e+13 2.08457e+13 2.23698e+13 1.75039e+13 1.6183e+13 1.72641e+13 2.39413e+13 2.24979e+13 1.88667e+13 2.09901e+13 1.69491e+13 1.538e+13 1.43243e+13 1.42978e+13 1.36986e+13 2.94615e+13 4.86888e+13 1.41325e+13 1.32765e+13 1.28652e+13
threshold=44.982728700000003 6.5000000000000009 7.5000000000000009 161.85000000000002 45.005863250000004 97.050000000000011 9.5000000000000018 39.047276750000002 4.5000000000000009 39.080602550000002 38.911476500000006 39.021425200000003 1.5000000000000002 137.05000000000004 39.005000000000003 39.080602550000002 19.500000000000004 44.998833400000002 94.040000000000006 23.500000000000004 21.500000000000004 16.500000000000004 65.905000000000015 39.071052600000009 81.00500000000001 83.010000000000005 4.5000000000000009 57.405000000000008 5.5000000000000009 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 10 11 9 29 -2 22 -13 21 -9 17 -17 18 23 -20 -19 -11 -8 -16 27 26 -26 -12 -15 -7
right_child=4 2 -4 -5 -6 8 7 14 -10 13 24 12 -14 28 15 16 -18 20 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-220.15323719785235 -14036.627760038045 -74485.30658365885 -109597.6934227196 86923.684821428571 0.22737796709156044 -36593.228580369476 15321.294828169037 3807.5779290610622 37378.137328125005 -1345.6828122739439 6501.0225457430579 17740.481131791646 48286.970885804651 -8202.3159970238103 -8238.2454011148166 -517.49522531866057 20672.51644713743 -9577.7728756182241 -3128.7191875000003 129242.72961956522 -32835.360512161256 -61923.941939603363 -17470.611268156481 621.10279549504526 -2384.3859497070312 10661.812130533855 -152735.72092075893 15771.720510500889 96981.936244419659 -89345.424211379723
leaf_weight=230345 518 30 37 35 4054519 362 377 4776 75 216 6230 791 344 21 2855 4920 598 2853 25 23 352 52 206 5033 56 165 35 2234 28 53
leaf_count=230345 518 30 37 35 4054519 362 377 4776 75 216 6230 791 344 21 2855 4920 598 2853 25 23 352 52 206 5033 56 165 35 2234 28 53
internal_value=0 -234.147 -31836.7 12427.2 13.2002 1597.59 2135.86 191.701 -20007.6 -25887.3 7008.48 19104 26998.6 -3051.95 -1324.1 -2795.32 1778.92 -5060.88 -2205.12 60299.3 -12132.1 -13099.7 3734.45 -2585.47 8258.64 -14531.6 -60211.8 8947.94 51903 -43330.3
internal_weight=0 230447 102 65 4.08772e+06 33198 32391 23153 807 732 9238 1718 1135 317 21435 16659 5518 11141 7936 48 3205 268 583 7888 8720 256 91 8464 49 415
internal_count=4318164 230447 102 65 4087717 33198 32391 23153 807 732 9238 1718 1135 317 21435 16659 5518 11141 7936 48 3205 268 583 7888 8720 256 91 8464 49 415
is_linear=0
shrinkage=0.1


Tree=2073
num_leaves=31
num_cat=0
split_feature=4 0 2 1 5 5 4 0 0 0 0 1 0 0 1 5 4 5 3 3 1 5 3 4 5 2 5 3 1 5
split_gain=1.50578e+12 1.19246e+13 1.17541e+13 2.1061e+13 2.99462e+13 1.754e+13 2.91895e+12 2.4437e+13 1.96506e+13 3.15282e+13 4.11369e+13 1.36941e+12 1.44271e+13 5.38598e+13 1.82765e+14 1.25989e+14 1.33503e+14 1.20572e+14 9.59783e+13 7.58283e+13 2.05976e+14 1.76662e+14 7.72699e+13 7.08238e+13 6.93454e+13 7.17326e+13 6.58628e+13 5.92157e+13 5.87182e+13 5.93577e+13
threshold=8.5000000000000018 59.916647550000008 2.5000000000000004 39.767857750000005 69.610000000000014 94.040000000000006 7.5000000000000009 59.939091550000008 45.254062050000009 55.74310830000001 59.853570100000006 30.346469350000003 59.950068600000009 59.939091550000008 30.259484550000003 59.245000000000012 2.5000000000000004 62.995000000000012 4.5000000000000009 9.5000000000000018 30.243224600000001 78.710000000000022 11.500000000000002 2.5000000000000004 40.005000000000003 3.5000000000000004 72.010000000000005 14.500000000000002 30.226173900000003 62.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -5 11 8 -8 -10 -11 12 13 -1 19 16 24 27 -19 -15 22 23 28 26 -16 -26 -22 -17 -21 -30
right_child=1 -3 3 5 -6 -7 7 -9 9 10 -12 -13 -14 14 15 17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=131.38960904258852 -53834.894946289067 79880.697991071444 -10150.554266826925 23121.433339843752 148372.99215198864 -102520.96183593752 -83116.190351562516 -113555.4183779762 104216.57819824219 -107977.30264423077 82785.200781250009 -13.965732806975092 1154.7528352289626 -14714.219982557508 1890.3230098601798 -39726.38531738281 92535.264272608911 20980.906902386796 -35182.07858851675 -95830.267088174412 115556.51463233648 -33050.066486565418 11705.683435110799 266761.1845703125 4590.1962081458505 -43234.063485516963 -42784.825107758625 -119015.87629597094 -94973.826354380129 19009.47464156937
leaf_weight=141660 32 21 26 25 22 20 20 21 32 26 20 4064752 100681 1125 2023 160 132 363 1881 117 279 107 2689 28 474 927 29 229 61 182
leaf_count=141660 32 21 26 25 22 20 20 21 32 26 20 4064752 100681 1125 2023 160 132 363 1881 117 279 107 2689 28 474 927 29 229 61 182
internal_value=0 10155.4 -1558.47 16429.1 62506.1 -32719.6 -0.34337 -15661.9 5315.31 27990.1 -25037.1 0.0882575 225.752 -387.715 -7192.86 -18425.5 -6148.33 -35006.6 -26096.9 7864.36 15138.4 78854.3 5880.87 114491 -9952.72 -27053.7 100648 -86403.2 -37627.3 -9603.62
internal_weight=0 146 125 93 48 45 4.31802e+06 119 98 78 46 4.3179e+06 253147 152466 10806 6189 3556 2633 2244 4617 3492 443 3049 336 3424 1401 308 389 360 243
internal_count=4318164 146 125 93 48 45 4318018 119 98 78 46 4317899 253147 152466 10806 6189 3556 2633 2244 4617 3492 443 3049 336 3424 1401 308 389 360 243
is_linear=0
shrinkage=0.1


Tree=2074
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 1 3 3 1 0 0 3 5 1 3 3 1 3 3 1 0 4 1 1 1 1 0 0 0
split_gain=1.33602e+12 2.84681e+13 2.54288e+13 3.04934e+13 5.04443e+13 3.50456e+13 3.40608e+13 8.71806e+13 9.54184e+13 5.53448e+13 4.53299e+13 3.63035e+13 2.38593e+13 2.04265e+13 1.00637e+14 4.4992e+13 4.18237e+13 3.3152e+13 3.5593e+13 1.74543e+14 1.19286e+14 1.09144e+14 2.91036e+13 5.51483e+13 4.4537e+13 2.99461e+13 2.84445e+13 4.75871e+13 2.75713e+13 1.14579e+14
threshold=61.405000000000008 61.845000000000006 55.645049100000001 55.860536450000005 37.692869000000009 37.767735350000002 37.487839250000007 26.500000000000004 27.500000000000004 37.615058950000012 55.751981950000008 55.812836050000008 21.500000000000004 59.810000000000009 38.058342000000003 10.500000000000002 9.5000000000000018 30.362552800000003 19.500000000000004 18.500000000000004 30.278357500000002 59.896318000000008 2.5000000000000004 65.551978750000004 83.00362155000002 47.554129950000011 82.888608650000023 55.055104550000003 59.950068600000009 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 4 6 -6 -4 9 -9 11 -11 -8 -5 -1 17 16 -16 18 19 28 -21 -22 23 25 -25 -18 -24 -28 29 -15
right_child=1 -3 3 12 5 -7 7 8 -10 10 -12 -13 -14 14 15 -17 22 -19 -20 20 21 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=21.320377480538554 -130.78444704603072 44.293333245269913 20162.563976028519 7687.7119560949232 -22653.841440640575 18265.960943299229 60704.481495703723 307401.0022321429 29102.623366477274 86330.05229048297 -33611.747884994365 181792.54513608874 -16505.834536345108 114.56748514385666 -2560.2122111902272 -6192.53032139064 11247.267341553619 4448.4604076934593 -18851.737333204394 6708.813421397901 3782.1548828125001 190379.75790970831 7702.5161910963207 42364.237011513593 9852.6057241417566 -3210.6351508830226 -4092.7827426096796 -44926.634586227112 6192.6617596791093 -40657.824716329131
leaf_weight=3022366 4799 1144001 406 3580 301 687 123 28 22 44 111 31 460 3538 60916 29321 2486 32249 1173 131 44 109 1284 714 1028 3381 1566 349 2060 856
leaf_count=3022366 4799 1144001 406 3580 301 687 123 28 22 44 111 31 460 3538 60916 29321 2486 32249 1173 131 44 109 1284 714 1028 3381 1566 349 2060 856
internal_value=0 92.0727 5252.54 9712.16 20726.3 5799.5 40004.3 62443.8 184950 42620.8 436.247 85079.4 4933 -33.6033 -1209.2 -2892.23 -1543.06 3025.43 -2775.54 23.1208 76748.8 136718 4189.81 7554.49 23178.3 2915.55 -3813.27 -11534.6 -3353.09 -7828.35
internal_weight=0 1.15459e+06 10592 5793 1753 988 765 359 50 309 155 154 4040 3.16357e+06 141205 101045 71724 40160 7911 6738 284 153 10808 7609 1742 5867 3199 1915 6454 4394
internal_count=4318164 1154593 10592 5793 1753 988 765 359 50 309 155 154 4040 3163571 141205 101045 71724 40160 7911 6738 284 153 10808 7609 1742 5867 3199 1915 6454 4394
is_linear=0
shrinkage=0.1


Tree=2075
num_leaves=31
num_cat=0
split_feature=0 3 3 5 5 0 4 5 1 1 1 4 0 1 4 5 3 0 4 0 0 1 3 3 1 0 1 1 4 3
split_gain=1.45937e+12 1.23888e+13 2.61073e+13 4.31165e+13 8.04474e+13 5.23791e+13 5.86318e+13 6.63386e+13 7.2875e+13 5.96508e+13 4.43739e+13 1.23055e+14 1.25103e+14 1.39967e+14 1.11031e+14 1.37057e+14 1.19817e+14 9.34045e+13 8.40219e+13 1.62841e+14 8.90968e+13 1.23951e+14 7.32723e+13 6.50647e+13 1.13193e+14 9.28203e+13 6.48287e+13 5.8624e+13 4.5039e+13 4.27567e+13
threshold=55.576287050000012 7.5000000000000009 16.500000000000004 59.245000000000012 54.990000000000002 55.591389050000011 3.5000000000000004 86.02500000000002 37.752451500000006 38.096381250000007 30.315880100000005 2.5000000000000004 59.904813200000007 30.278357500000002 1.5000000000000002 55.005000000000003 8.5000000000000018 59.982527000000012 2.5000000000000004 55.820531900000013 55.628356700000005 37.712318250000003 15.500000000000002 11.500000000000002 30.305955500000003 59.963407450000012 37.314272700000011 38.781124500000011 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 -9 -10 11 12 -6 14 15 -14 17 -16 -12 20 -20 26 23 28 25 -25 -22 -21 -15 -18
right_child=1 2 -4 5 10 -7 -8 8 9 -11 18 -13 13 22 16 -17 29 -19 19 27 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=51.999335438835615 333.76354233898905 -690.61332267007117 293.96322193727138 -15460.101363703607 885.06047208232269 553.94095245621452 -60415.967973309256 125685.04306778171 -98385.286755952387 40082.993203124999 -1333.0959571253625 24301.281642208425 -184928.4026543675 -3516.0682650862072 237887.30903033089 -25514.579464602779 -38527.6623731488 12447.709321289063 4557.1088606600279 5974.5113582792737 28860.047719594593 -19862.246285238769 -117802.63057692308 -196737.76970338984 6319.2705758392995 -16995.459626116073 -67911.97292660219 -9949.8277613996179 -100870.30285468156 -4098.2963632812498
leaf_weight=2398881 554170 470269 564467 1822 1984 270696 249 71 42 120 38176 769 83 58 34 154 503 40 668 3780 74 1858 195 59 323 56 1073 5952 263 1275
leaf_count=2398881 554170 470269 564467 1822 1984 270696 249 71 42 120 38176 769 83 58 34 154 503 40 668 3780 74 1858 195 59 323 56 1073 5952 263 1275
internal_value=0 -64.9931 -226.869 -594.063 -1121.91 426.151 -14587.9 -9034.98 41207.8 4183.81 -4656.91 -12953 -18652 -31389.9 -16896.6 -81343 -8649.39 116028 -3724.7 -10535.7 -28476.4 -35819.6 -63126.3 -49079 -24014 -109211 -61668.6 -3764.67 -83279.8 -13838.4
internal_weight=0 1.91928e+06 1.36511e+06 800646 527646 273000 2304 2055 233 162 57377 5796 5027 3043 2089 237 1852 74 51581 13405 3673 3005 954 759 438 115 1147 9732 321 1778
internal_count=4318164 1919283 1365113 800646 527646 273000 2304 2055 233 162 57377 5796 5027 3043 2089 237 1852 74 51581 13405 3673 3005 954 759 438 115 1147 9732 321 1778
is_linear=0
shrinkage=0.1


Tree=2076
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 0 0 5 1 0 5 5 0 5 5 1 0 5 6 5 1 1 5 1 1 4 5 1 0 0
split_gain=1.72804e+12 2.376e+13 3.22866e+13 4.13314e+13 5.62919e+13 1.2758e+14 5.86463e+13 4.81749e+13 5.33001e+13 5.53058e+13 3.98417e+13 3.54574e+13 3.50714e+13 3.26446e+13 2.79577e+13 2.70846e+13 2.62289e+13 3.5096e+13 4.23998e+13 3.12361e+13 2.79944e+13 4.80487e+13 2.54528e+13 3.05595e+13 2.87653e+13 3.0404e+13 2.71337e+13 2.51411e+13 2.43929e+13 3.52072e+13
threshold=18.500000000000004 16.500000000000004 37.615058950000012 37.342273500000012 55.674875350000008 55.820531900000013 55.657530000000008 37.995000000000012 37.475443250000005 55.755036050000008 88.015000000000015 56.835000000000008 55.601678500000013 72.705000000000013 100.05000000000001 37.362912300000012 56.301440000000007 102.01000000000001 1.5000000000000002 98.020000000000024 56.135466100000009 53.140944450000006 86.810000000000016 37.777459000000007 82.933113850000026 3.5000000000000004 93.00500000000001 38.92948375000001 55.727011600000004 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 12 -6 28 11 15 -10 14 -14 -5 -7 17 22 -19 -18 21 -21 -4 -24 25 26 27 -25 -9 -30
right_child=-2 2 16 4 5 10 -8 8 9 -11 -12 -13 13 -15 -16 -17 19 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=47.452702494703026 -157.37836269798859 -2476.7939637666341 -2315.5265564226302 -548.18222401521643 -3482.9624636627909 53308.31001544332 84160.219006170752 -134330.52337990786 -155605.59633152172 -95755.316921542559 62116.788766163801 -324569.007494213 -26720.628814492451 -123092.67100033967 -112086.61847826088 -28360.348728194567 5290.4933648981278 28354.594442471589 -37160.4282168477 69684.425608258927 80896.578712780087 -114023.10953776044 99923.39861918606 -25893.619786658655 86345.626831054688 -81928.687383868251 -12690.227520833334 52669.204665098798 41195.060180664062 -102964.57743869358
leaf_weight=3689517 600644 3358 18296 980 43 43 69 39 23 47 58 27 149 46 23 730 2587 121 538 35 106 24 43 52 48 37 225 188 32 36
leaf_count=3689517 600644 3358 18296 980 43 43 69 39 23 47 58 27 149 46 23 730 2587 121 538 35 106 24 43 52 48 37 225 188 32 36
internal_value=0 25.4278 -2876.45 -9590.89 -19778.1 -36575.1 -5486.81 -99675.8 -119952 -173637 -17819.5 -246846 -10650.1 -49454.5 -3105.89 -23817.3 -1159.3 -2446.1 -25131.1 7981.08 50166.3 -5044.06 -1654.66 18735.2 12387.8 5316.09 12258.2 35647.3 -71283.9 -35124.7
internal_weight=0 3.71752e+06 28003 5703 2345 1078 1267 247 204 97 831 50 1198 195 1003 773 22300 19548 659 2752 165 59 18889 593 550 502 465 240 107 68
internal_count=4318164 3717520 28003 5703 2345 1078 1267 247 204 97 831 50 1198 195 1003 773 22300 19548 659 2752 165 59 18889 593 550 502 465 240 107 68
is_linear=0
shrinkage=0.1


Tree=2077
num_leaves=31
num_cat=0
split_feature=2 3 3 5 1 1 0 3 1 1 5 1 0 1 1 0 0 2 0 1 0 5 5 5 0 5 1 1 0 0
split_gain=1.50672e+12 1.02306e+13 2.49904e+13 3.13617e+13 1.52176e+13 1.51217e+13 2.0231e+13 1.48875e+13 2.13648e+13 3.40722e+13 4.69008e+13 1.93019e+13 1.81828e+13 1.76232e+13 3.20758e+13 1.87024e+13 1.79368e+13 2.9882e+13 1.79813e+13 1.41533e+13 1.91746e+13 1.19318e+13 1.04431e+13 1.02751e+13 1.85129e+13 1.14596e+13 1.00592e+13 2.83154e+13 9.12976e+13 6.03144e+13
threshold=5.5000000000000009 32.500000000000007 29.500000000000004 128.92000000000004 38.058342000000003 37.620907050000007 55.56564190000001 31.500000000000004 37.692869000000009 37.582182450000005 56.205000000000005 37.726745000000001 55.701368300000006 37.737121850000008 37.855187800000003 55.657530000000008 59.820733200000006 2.5000000000000004 55.806974650000008 37.457850350000008 55.695992150000002 45.005000000000003 49.995000000000012 85.020000000000024 55.664473600000008 87.00500000000001 61.284352600000013 57.550671000000001 57.945214300000011 56.320495600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 7 5 6 -3 8 9 12 -11 -10 23 15 -15 -9 17 18 -17 22 -21 -7 -8 24 -4 -25 27 -1 29 -29
right_child=-2 4 3 -5 -6 21 19 13 11 10 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-65.259594089206587 68.616531255394591 29596.298720098177 -10795.020759529903 102154.28162434897 -9665.174201399841 7764.3207488662683 -4093.0651002604168 -56374.167437900644 50594.890058210789 -42204.296842447919 -195883.38049568966 -13226.848490725577 -369.20864677839381 -144857.75187500002 -12377.892503270565 118787.17119565218 -38492.122431456366 9191.4679280187956 21174.906445312503 -105858.21957031252 -6683.1897358158094 31228.514743738007 46826.255955908768 -123706.66228448277 -90437.036338141028 -26708.959840029765 256.17500434579637 -5746.9755209695495 -13745.136307127754 -4.5679706248983303
leaf_weight=1590425 1838026 226 116 24 483 413 75 39 51 63 29 669 186 20 212 46 53 297 32 20 772 456 87 29 39 21 753777 22224 5904 103350
leaf_count=1590425 1838026 226 116 24 483 413 75 39 51 63 29 669 186 20 212 46 53 297 32 20 772 456 87 29 39 21 753777 22224 5904 103350
internal_value=0 -50.8516 -57.3443 -11443.8 6302.4 10066.3 2694.14 -12877.2 -19621.1 -35891.9 -90646.6 -8706.14 -23008.5 -1270.77 -23798.6 9920.77 15961.7 23657.8 78741.1 -3678.91 -9187.61 20076.9 23252.5 -43549.5 -30834 -82967.6 -48.486 -181.854 -1592.24 -1020.86
internal_weight=0 2.48014e+06 2.47761e+06 1926 2532 2049 1180 1902 1203 483 92 720 391 699 232 467 428 375 78 954 792 869 162 205 155 50 2.47568e+06 1.7219e+06 131478 125574
internal_count=4318164 2480138 2477606 1926 2532 2049 1180 1902 1203 483 92 720 391 699 232 467 428 375 78 954 792 869 162 205 155 50 2475680 1721903 131478 125574
is_linear=0
shrinkage=0.1


Tree=2078
num_leaves=31
num_cat=0
split_feature=1 5 5 5 2 5 5 5 1 0 1 5 1 6 5 0 1 2 2 5 2 1 5 5 2 5 1 0 1 5
split_gain=1.48502e+12 8.38417e+12 2.25412e+13 1.67617e+13 2.37774e+13 2.49157e+13 2.86178e+13 2.60001e+13 5.7418e+13 2.65692e+13 3.12817e+13 2.45848e+13 4.43752e+13 2.14315e+13 2.10446e+13 2.85138e+13 2.49735e+13 3.25588e+13 2.61525e+13 4.99384e+13 4.64066e+13 6.49222e+13 2.46433e+13 2.07538e+13 1.99943e+13 4.66668e+13 2.74213e+13 2.61463e+13 1.89837e+13 1.87683e+13
threshold=83.000022850000008 59.245000000000012 60.310000000000009 39.355000000000011 1.5000000000000002 53.995000000000012 43.405000000000008 54.710000000000008 83.663637000000008 54.940316550000006 83.053286850000021 57.705000000000005 83.026705000000007 1.5000000000000002 54.410000000000004 50.973130900000008 83.006817700000013 13.500000000000002 6.5000000000000009 58.605000000000011 3.5000000000000004 83.003542850000017 57.005000000000003 56.835000000000008 4.5000000000000009 59.005000000000003 83.003420700000007 55.012873400000011 83.093115700000013 41.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 28 8 9 -7 -11 12 -9 -8 29 22 17 18 19 20 21 -17 -16 -19 27 -26 -27 -21 -5 -6
right_child=1 2 -4 4 14 7 13 11 -10 10 -12 -13 -14 -15 15 16 -18 23 -20 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=22.058571041215306 -691.57549635568751 -5482.8406543035262 -472.42060518459778 -8868.3334443673211 4062.4813673526205 11479.627555445622 6519.2090192646556 64894.247583808276 54.847570641559109 8386.2245619032128 -63256.184345973714 -6002.2264106416005 2539.1566020648588 -221.73414534158138 56763.690558294918 55397.730432742675 4351.7492994917475 4130.6909313964852 -4269.2897185986512 16191.797477819564 6178.3664793451153 -8589.8272352430558 3470.5582913115536 -85273.054339104739 -7608.8383961782274 6120.9808704769739 41172.737993616392 -12517.813376162827 344.2567022018377 134.53406359936787
leaf_weight=3782924 161896 9613 136152 4932 13466 76 7089 122 690 72 397 8827 1769 14092 183 537 31272 40 7609 376 1494 225 165 74 1193 475 421 2029 4093 125861
leaf_count=3782924 161896 9613 136152 4932 13466 76 7089 122 690 72 397 8827 1769 14092 183 537 31272 40 7609 376 1494 225 165 74 1193 475 421 2029 4093 125861
internal_value=0 -155.904 -802.851 86.2229 639.536 -1504.09 25.1744 -5368.64 -19108.2 -43369.6 -52257.8 -3785.48 6562.07 2034.37 1126.93 2979.15 2762.22 -672.31 -249.694 4281.43 16421.3 36503.8 31495.4 -53903.3 -1812.79 5344.11 22590.6 -8029.33 -4690.26 514.171
internal_weight=0 535240 145765 389475 227579 42159 30206 11953 1235 545 469 10718 1891 21181 185420 46093 45745 14473 14359 6750 2256 762 348 114 4494 2089 896 2405 9025 139327
internal_count=4318164 535240 145765 389475 227579 42159 30206 11953 1235 545 469 10718 1891 21181 185420 46093 45745 14473 14359 6750 2256 762 348 114 4494 2089 896 2405 9025 139327
is_linear=0
shrinkage=0.1


Tree=2079
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 0 0 5 1 0 5 1 5 5 0 0 5 6 5 5 0 0 0 0 5 5 1 1 0 0
split_gain=1.53491e+12 1.92091e+13 2.62615e+13 3.34784e+13 4.55965e+13 1.0334e+14 4.75035e+13 3.90217e+13 4.31731e+13 4.47977e+13 3.37241e+13 2.95684e+13 2.93957e+13 2.89632e+13 2.69637e+13 2.11638e+13 2.84735e+13 3.43432e+13 2.5302e+13 2.49383e+13 2.51381e+13 2.33709e+13 2.32878e+13 3.50252e+13 3.52595e+13 2.30415e+13 2.06087e+13 2.55642e+13 2.72055e+13 2.22176e+13
threshold=18.500000000000004 16.500000000000004 37.615058950000012 37.342273500000012 55.674875350000008 55.820531900000013 55.657530000000008 37.995000000000012 37.475443250000005 55.755036050000008 107.05000000000001 37.436176200000013 100.05000000000001 57.405000000000008 55.851332700000007 56.301440000000007 102.01000000000001 1.5000000000000002 98.020000000000024 98.020000000000024 54.99493995000001 55.591389050000011 57.117834900000013 56.852744000000008 128.92000000000004 125.85000000000001 37.737121850000008 37.752451500000006 55.591389050000011 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 7 11 -6 -9 13 14 -5 -13 -10 -7 16 19 25 -17 26 -21 -22 23 24 -20 -18 29 28 -28 -4
right_child=-2 2 15 4 5 10 -8 8 9 -11 -12 12 -14 -15 -16 18 17 -19 22 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=43.768382440820439 -148.32333631716486 -2238.1821581787713 -155.83557191107684 -39581.623614643897 -3143.7325399709302 17006.539817847279 75735.132324423306 -64164.542297933709 -142953.11510416667 -86188.851122007982 112235.26640625001 1309.6084184150573 -118347.47142857144 -295293.89589843753 -28390.315163774212 4752.3769807300187 -19222.181845868643 -33451.706886762317 545.17577443677328 -6766.0361696639156 172822.07321428572 44601.173117897735 91739.057439903845 -71419.350952148438 149889.38362499999 68080.245161290324 45273.080953663797 -2213.6382996607567 -61768.69892056298 29409.375462552143
leaf_weight=3689517 600644 3358 628 258 43 164 69 107 24 47 20 919 21 26 647 2587 59 538 43 53 21 44 65 32 25 62 29 17556 131 427
leaf_count=3689517 600644 3358 628 258 43 164 69 107 24 47 20 919 21 26 647 2587 59 538 43 53 21 44 65 32 25 62 29 17556 131 427
internal_value=0 23.9648 -2585.25 -8640.86 -17809.4 -32926.7 -4947.2 -89717.3 -107966 -156282 -16046.6 -9594.18 -1363.58 -222170 -19210.2 -1036.58 -2192.48 -22625.4 7173.94 -1479.61 44348.4 86026.4 45141.2 14852.6 55451.1 25511.3 -1767.7 -2576.28 -42367.4 11810.4
internal_weight=0 3.71752e+06 28003 5703 2345 1078 1267 247 204 97 831 1198 940 50 811 22300 19548 659 2752 18889 118 65 165 100 68 121 18771 17716 160 1055
internal_count=4318164 3717520 28003 5703 2345 1078 1267 247 204 97 831 1198 940 50 811 22300 19548 659 2752 18889 118 65 165 100 68 121 18771 17716 160 1055
is_linear=0
shrinkage=0.1


Tree=2080
num_leaves=31
num_cat=0
split_feature=2 0 3 5 5 5 3 0 1 0 2 0 1 1 1 0 0 3 5 0 0 6 0 1 0 5 1 4 1 1
split_gain=1.60286e+12 1.06048e+13 1.83694e+13 2.09194e+13 1.65112e+13 3.3771e+13 7.2012e+13 6.30238e+13 5.79716e+13 4.50281e+13 3.1867e+13 5.7334e+13 3.56821e+13 3.99446e+13 3.08708e+13 3.66948e+13 3.43395e+13 2.86269e+13 5.47826e+13 4.60941e+13 2.89174e+13 2.82026e+13 3.47188e+13 7.05872e+13 2.74848e+13 2.6295e+13 2.59291e+13 2.44849e+13 2.23338e+13 2.19636e+13
threshold=14.500000000000002 47.155083450000006 14.500000000000002 88.015000000000015 137.05000000000004 120.05000000000001 17.500000000000004 56.852744000000008 30.305955500000003 56.143542450000005 15.500000000000002 50.565831500000009 49.236330900000006 55.912026600000011 39.718803500000007 55.349623500000007 55.701368300000006 17.500000000000004 150.04500000000004 55.860536450000005 59.896318000000008 1.5000000000000002 55.734663800000007 61.396377350000009 55.885524800000006 177.02500000000003 82.959896850000021 3.5000000000000004 37.328003200000005 45.148007750000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 9 -8 14 11 -6 17 -14 15 -7 -17 18 24 -19 25 -13 23 -23 -12 -21 -15 -16 -24 -10
right_child=1 2 4 -5 10 6 8 -9 29 -11 12 21 13 26 27 16 -18 19 -20 20 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-17.755713095971853 1644.044611286065 -17158.638217538435 43.898924583239108 -109840.30012555805 -116306.31226562499 -184661.12154017857 -115758.87302989131 38304.427271792767 15520.14766135432 -170019.73078835229 65460.158868963073 -6481.7139339365858 -76634.850102796059 5088.1227241128181 3479.3910598028278 49723.518398437503 -124567.11841947115 39022.023268358294 18250.274476254112 -69008.746706396909 29796.472634312726 237237.56295955885 102141.55261466734 41258.586406250004 216034.6212818287 43975.471460937501 -44125.338829077751 -86052.19886067709 -6749.6858500162771 -9150.3940988607683
leaf_weight=3980118 44691 187 289150 28 20 35 46 57 507 44 22 47 76 826 84 20 26 271 95 117 69 34 31 40 27 25 123 48 48 1252
leaf_count=3980118 44691 187 289150 28 20 35 46 57 507 44 22 47 76 826 84 20 26 271 95 117 69 34 31 40 27 25 123 48 48 1252
internal_value=0 209.054 -9.55896 -29228.8 11.8715 -48.2794 -12626.5 -56825.4 -4937.67 -77924.2 9375.9 45127.5 4611.9 -6876.95 -58899.8 -107499 -48788.6 23423.5 62547.5 11735 -23311.3 61270.9 82083.8 131303 148430 -49117.2 -1290.44 -29077.6 35979.8 -2039.56
internal_weight=0 338046 293355 215 293140 291269 2119 314 1805 257 1871 220 1651 1025 213 81 46 626 144 482 211 200 153 74 49 142 949 132 79 1759
internal_count=4318164 338046 293355 215 293140 291269 2119 314 1805 257 1871 220 1651 1025 213 81 46 626 144 482 211 200 153 74 49 142 949 132 79 1759
is_linear=0
shrinkage=0.1


Tree=2081
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 2 3 3 1 1 2 5 1 2 1 5 0 3 5 5 3 1 5 5 4 0 2 0 5 4
split_gain=1.37773e+12 1.60302e+13 2.72896e+13 2.14937e+13 2.60035e+13 3.32514e+13 2.18814e+13 3.27753e+13 5.91248e+13 5.20527e+13 4.66207e+13 3.50927e+13 3.24783e+13 3.74376e+13 6.97199e+13 4.08689e+13 1.06465e+14 5.61971e+13 9.54369e+13 5.66568e+13 3.66006e+13 3.1466e+13 3.6917e+13 2.63941e+13 2.48723e+13 3.01752e+13 2.44519e+13 2.28368e+13 2.58713e+13 2.94282e+13
threshold=56.819808050000006 56.876792350000009 33.101335500000005 93.00500000000001 90.015000000000015 2.5000000000000004 13.500000000000002 5.5000000000000009 60.479177250000006 60.08989780000001 3.5000000000000004 97.050000000000011 60.55755580000001 2.5000000000000004 60.601268000000012 96.015000000000015 56.831297550000009 12.500000000000002 120.05000000000001 150.04500000000004 9.5000000000000018 37.342273500000012 110.05000000000001 123.15000000000002 2.5000000000000004 56.831297550000009 5.5000000000000009 56.831297550000009 97.050000000000011 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 9 21 27 -12 26 14 -14 16 -15 24 -19 -20 -16 22 -5 -8 25 -17 -9 -10 -29 -30
right_child=1 -3 3 6 5 -7 23 12 10 -11 11 -13 13 15 20 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-28.018976587505183 -107479.93057065218 -28.764513853845955 1231.5406799414604 -28903.014285714286 -63252.985410907459 -7893.3888877682566 7819.1646993602481 -13960.398744384767 -105432.69242187502 122563.69378255209 -16840.105620659724 -140607.03252573166 -87994.150338399748 231687.94151182432 -3638.5358138020838 -137896.29151785714 20901.787702493108 -20979.48780432413 227201.03545918368 30879.735751488097 116826.47844880757 -42460.623096390846 156461.32924360796 -13852.62765081918 25695.043951170192 14564.188097426471 22544.267529801 110860.41451357887 -79293.429006410268 31236.308556547621
leaf_weight=3465455 23 769439 77267 21 130 656 1929 400 20 48 36 63 74 37 75 21 68 43 49 21 38 71 22 793 869 34 339 21 39 63
leaf_count=3465455 23 769439 77267 21 130 656 1929 400 20 48 36 63 74 37 75 21 68 43 49 21 38 71 22 793 869 34 339 21 39 63
internal_value=0 113.871 1431.86 1461.95 1047.45 -17049.6 7690.91 14501.8 -11549.7 35207 -42849.7 -95600.9 19591.2 28936.3 -12540.4 35728 95178.8 29708.4 96276.2 168305 36871.8 -1574.72 65934.6 1505.52 21567.5 -43648 2785.31 -6329.66 9784.65 -11025.1
internal_weight=0 852709 83270 83247 78053 786 5194 2472 404 162 242 99 2068 1329 187 1142 105 1037 113 70 113 114 43 2722 924 55 739 143 123 102
internal_count=4318164 852709 83270 83247 78053 786 5194 2472 404 162 242 99 2068 1329 187 1142 105 1037 113 70 113 114 43 2722 924 55 739 143 123 102
is_linear=0
shrinkage=0.1


Tree=2082
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 2 0 3 0 0 4 3 3 0 0 3 3 3 3 5 2 0 2 6 5 0 0 3 5 5
split_gain=1.3829e+12 1.17085e+13 4.82502e+13 1.28614e+14 1.73818e+14 1.0308e+14 9.13428e+13 8.49727e+13 5.98991e+13 1.40202e+14 1.15959e+14 9.22594e+13 1.4921e+14 1.43179e+14 1.14447e+14 9.70863e+13 8.33694e+13 1.40045e+14 2.06515e+14 1.22853e+14 1.10332e+14 8.7515e+13 1.42815e+14 1.08198e+14 1.00257e+14 8.45729e+13 9.98778e+13 7.93349e+13 9.39786e+13 7.87281e+13
threshold=30.346469350000003 30.305955500000003 59.846652800000008 59.882016200000002 46.010000000000012 9.5000000000000018 59.820733200000006 18.500000000000004 59.950068600000009 59.939091550000008 1.5000000000000002 23.500000000000004 14.500000000000002 60.017447350000005 59.982527000000012 25.500000000000004 13.500000000000002 9.5000000000000018 10.500000000000002 64.805000000000021 3.5000000000000004 59.982527000000012 9.5000000000000018 1.5000000000000002 71.715000000000018 59.982527000000012 60.003414000000006 11.500000000000002 57.995000000000012 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 -6 9 -5 -11 12 16 15 -14 -13 17 25 21 -18 -21 22 24 -23 -19 -10 -27 -20 -29 -30
right_child=-2 2 3 8 7 -7 -8 -9 11 10 -12 13 14 -15 -16 -17 19 18 27 20 -22 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-236.13255245717198 -14.123405076302888 8280.0224834814944 -16931.884193586196 514.12016993975055 38993.64575994145 35083.130112698957 -10871.889517910495 7580.9939111843914 10757.55999973269 -988.14808480031559 -33613.224541161966 -98314.636021927814 60018.305931735136 -578.46713735911487 16766.713716818307 -22305.420125219043 2333.5291893188405 -25771.171495715262 -18458.674818668427 28205.351491450696 -62684.012185691827 95801.141944572431 218301.89090073528 23176.14998445331 65172.70676514964 -33789.789626501988 -1801.0602233267678 1639.7896195400056 40033.796286908677 -25776.205419685994
leaf_weight=173023 4064974 3653 1804 30433 2640 483 7824 1278 3119 2017 2369 245 775 5871 2905 535 1709 338 929 167 667 578 34 318 189 1323 3722 2543 1492 207
leaf_count=173023 4064974 3653 1804 30433 2640 483 7824 1278 3119 2017 2369 245 775 5871 2905 535 1709 338 929 167 667 578 34 318 189 1323 3722 2543 1492 207
internal_value=0 226.752 1225.79 2228.6 15960 -5946.64 -4776.05 28747.3 865.018 -1894.84 -18609.9 4338.44 7587.15 -5926.43 25875.4 -46180.1 3704.78 6580.2 17379.1 -13020.8 -44484.3 50633 19660 70025.8 6844.37 -2186.99 -10189.8 8009.4 13805.9 32015.7
internal_weight=0 253190 80167 68690 6205 2287 11477 3918 62485 34819 4386 27666 21015 6651 3680 780 17335 14792 6628 2543 834 1457 561 896 527 8164 5045 5171 4242 1699
internal_count=4318164 253190 80167 68690 6205 2287 11477 3918 62485 34819 4386 27666 21015 6651 3680 780 17335 14792 6628 2543 834 1457 561 896 527 8164 5045 5171 4242 1699
is_linear=0
shrinkage=0.1


Tree=2083
num_leaves=31
num_cat=0
split_feature=1 0 0 6 5 0 5 4 5 3 2 4 3 3 5 5 6 3 5 4 5 5 5 3 5 0 5 0 6 3
split_gain=1.38624e+12 1.36981e+13 7.09418e+13 6.33663e+13 4.65627e+13 4.45526e+13 2.51803e+13 2.0755e+13 2.13715e+13 2.82641e+13 6.82447e+13 2.52147e+13 2.50822e+13 4.75747e+13 2.24267e+13 2.14764e+13 2.10147e+13 1.96742e+13 1.7951e+13 2.10096e+13 4.20324e+13 3.50289e+13 3.07541e+13 2.06947e+13 2.80996e+13 1.98842e+13 1.66121e+13 3.44347e+13 2.12303e+13 1.63565e+13
threshold=35.911716050000003 54.648549400000007 45.254062050000009 1.5000000000000002 59.810000000000009 45.133160800000006 72.705000000000013 4.5000000000000009 90.015000000000015 19.500000000000004 8.5000000000000018 3.5000000000000004 11.500000000000002 10.500000000000002 85.020000000000024 78.010000000000005 1.5000000000000002 14.500000000000002 75.750000000000014 2.5000000000000004 71.715000000000018 73.010000000000005 74.010000000000005 3.5000000000000004 69.015000000000015 44.580511600000001 104.75000000000001 44.893607100000004 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 17 7 -7 8 9 11 -11 12 13 14 15 18 -15 -5 19 20 -1 23 -22 24 -21 -20 27 -10 -28 -27
right_child=-2 -3 3 4 -6 6 -8 -9 26 10 -12 -13 -14 16 -16 -17 -18 -19 25 21 22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=1844.8234712512524 19.787519630215435 -91.875578715481822 2867.258116682699 -21832.419692957679 -51139.103564433317 30091.577861425299 116969.85397460939 -83873.529726225766 65776.438289388025 -63444.555691964284 173262.24132543104 -72374.470814453132 -18520.708994574179 14319.208618164062 62265.88372844828 -49495.958746408054 118097.9508359375 18714.412038805887 -32316.833948863637 3960.6241736778848 160801.34384092136 -69661.848406686142 13871.166420200892 -13511.256491599474 141017.2425967262 152392.29171875 -72847.624843750003 -63603.18603515625 18201.378468750001 39601.599218750001
leaf_weight=2682 3848743 461590 968 946 616 201 40 29 144 21 29 50 687 32 58 87 50 137 22 52 29 103 28 514 21 20 30 24 175 36
leaf_count=2682 3848743 461590 968 946 616 201 40 29 144 21 29 50 687 32 58 87 50 137 22 52 29 103 28 514 21 20 30 24 175 36
internal_value=0 -162.236 -4309.57 -17553.7 -29188.5 2530.51 44511.2 475.392 975.212 -922.906 73845.4 -1759.05 -960.417 2270.41 579.029 -416.474 77598.9 -16703.2 801.066 -277.98 3650.77 -15873.4 88625.1 -6435.22 43387.9 48237.6 23981.6 47293.6 4877.13 79884
internal_weight=0 469421 7831 2667 1699 5164 241 4923 4894 4521 50 4471 4421 3734 3652 3594 82 1083 3507 3429 2739 690 57 587 73 78 373 168 205 56
internal_count=4318164 469421 7831 2667 1699 5164 241 4923 4894 4521 50 4471 4421 3734 3652 3594 82 1083 3507 3429 2739 690 57 587 73 78 373 168 205 56
is_linear=0
shrinkage=0.1


Tree=2084
num_leaves=31
num_cat=0
split_feature=2 0 1 5 1 0 0 3 4 6 2 5 3 3 5 5 5 1 2 0 1 0 0 1 6 5 5 1 5 5
split_gain=1.36816e+12 8.99364e+12 1.68093e+13 1.88772e+13 1.87919e+13 3.73516e+13 5.89452e+13 5.2592e+13 3.48587e+13 5.63361e+13 9.41724e+13 3.33255e+13 2.94192e+13 2.20793e+13 6.25313e+13 2.14175e+13 2.07493e+13 2.06565e+13 4.8917e+13 2.41255e+13 4.29413e+13 3.67382e+13 6.6795e+13 6.30375e+13 7.16705e+13 6.10064e+13 1.7693e+14 5.86883e+13 4.42985e+13 7.47062e+13
threshold=14.500000000000002 45.055827000000008 39.071052600000009 63.455000000000005 39.027779200000005 45.029420750000007 45.005863250000004 20.500000000000004 2.5000000000000004 1.5000000000000002 16.500000000000004 83.010000000000005 24.500000000000004 23.500000000000004 102.01000000000001 101.05000000000001 102.01000000000001 37.314272700000011 16.500000000000004 45.022371150000005 38.975980350000007 45.03656895000001 45.029420750000007 38.959914000000005 1.5000000000000002 93.00500000000001 105.35000000000001 38.984911950000004 120.05000000000001 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 17 6 -6 -7 -8 11 15 -10 13 16 -15 -11 -12 18 -5 20 -19 22 23 24 -21 -24 27 -27 -28 -30
right_child=1 -3 -4 4 5 7 8 -9 9 10 12 -13 -14 14 -16 -17 -18 19 -20 21 -22 -23 25 -25 -26 26 28 -29 29 -31
leaf_value=-16.40434183615762 1308.1821254628453 47.128830782832509 -1727.6484541563523 -36449.472095788042 -9051.3858432503639 15926.177027746853 21214.519834198221 -55318.366392198746 110569.61069568452 154632.751953125 109379.62986979166 -33548.616144875923 -27589.186927083334 34651.076058274877 197921.80329861111 289673.13233695657 5991.9267400568187 197.72825729145723 163756.6368389423 163194.96145833333 -52784.49886817504 2504.4578990492564 5282.8848909633371 -40680.258165640786 14836.408212936938 308355.03359375003 -24189.560648544521 122947.37761309225 204869.93732043853 5715.2895062764492
leaf_weight=3980118 10870 312966 8116 23 258 407 274 139 21 24 30 68 30 49 45 23 55 1088 26 36 178 2433 127 198 341 38 73 31 31 48
leaf_count=3980118 10870 312966 8116 23 258 407 274 139 21 24 30 68 30 49 45 23 55 1088 26 36 178 2433 127 198 341 38 73 31 31 48
internal_value=0 193.143 2015.21 3805.89 8261.1 18322 31105.5 -2211.17 47842.9 68991.2 92817.7 456.808 64055.8 79415.2 112813 220716 42481.7 5196.1 69782.3 4511.39 -7251.59 8948.79 25935.9 5007.9 29003.3 60515.1 92254.9 225056 31970.2 83864.6
internal_weight=0 338046 25080 16964 6094 1423 877 546 619 345 256 89 209 179 94 47 85 4671 49 4622 1266 3356 923 575 377 348 221 69 152 79
internal_count=4318164 338046 25080 16964 6094 1423 877 546 619 345 256 89 209 179 94 47 85 4671 49 4622 1266 3356 923 575 377 348 221 69 152 79
is_linear=0
shrinkage=0.1


Tree=2085
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 0 0 0 5 6 1 5 5 2 0 4 5 3 5 2 3 1 5 0 0 1 0 1 2 5
split_gain=1.46299e+12 1.51565e+13 2.4481e+13 4.65726e+13 4.74816e+13 7.42344e+13 1.00069e+14 7.67149e+13 4.69689e+13 6.11334e+13 3.29461e+13 4.39341e+13 4.49513e+13 7.22405e+13 3.18499e+13 3.07935e+13 5.4607e+13 5.13709e+13 2.82357e+13 5.13983e+13 3.23889e+13 3.56579e+13 3.63122e+13 3.68449e+13 3.53406e+13 3.39054e+13 4.66195e+13 7.58284e+13 3.02681e+13 2.9985e+13
threshold=87.395000000000024 59.932719750000011 60.017447350000005 30.388336800000001 30.362552800000003 60.003414000000006 59.950068600000009 59.939091550000008 104.75000000000001 1.5000000000000002 30.370618100000005 97.050000000000011 123.15000000000002 3.5000000000000004 60.003414000000006 4.5000000000000009 142.05000000000004 5.5000000000000009 103.45000000000002 2.5000000000000004 14.500000000000002 30.410108300000001 93.00500000000001 59.963407450000012 59.939091550000008 30.410108300000001 59.963407450000012 30.578016350000002 5.5000000000000009 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 15 9 -8 -9 -12 13 -13 18 17 -17 -6 19 -5 24 -22 -23 -24 -21 28 -27 -28 -26 -20
right_child=1 2 -4 14 5 -7 8 10 -10 -11 11 12 -14 -15 -16 16 -18 -19 29 20 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=14.211370880580231 -475.34808645117477 4902.9782890459464 -1696.9137659766395 -16686.327958286831 -112621.63927490235 69015.52556465345 -125170.22328035202 113019.49120312501 -208677.48891601563 12720.16029220282 -81465.041193181823 -20116.551609002978 -37295.053836945568 229252.73216646636 78555.492988077793 71415.485156249997 -114766.03532608697 -7215.4851380813961 -43158.398706454922 189664.80773809526 -58287.841473269 -5075.0111593495249 22277.568730468753 161726.27673068579 125177.27890625001 -14588.007606223779 252572.65078125001 -2369.9812500000003 42871.886682412791 14477.587798315923
leaf_weight=4075234 222874 9616 8457 175 100 78 87 50 32 51 33 21 31 26 96 50 23 86 122 21 51 92 40 36 93 108 20 28 86 347
leaf_count=4075234 222874 9616 8457 175 100 78 87 50 32 51 33 21 31 26 96 50 23 86 122 21 51 92 40 36 93 108 20 28 86 347
internal_value=0 -238.401 2394.7 5377.95 3112.07 -22668.4 -34789.3 -8587.94 -99522.1 -74210.7 45618.7 15257.9 56179.2 117832 23098.3 -42283.9 12755.6 -63885.5 18730.9 30766.1 45208.2 14948.3 37180.6 88332.2 63823.1 55934.5 21856.3 103856 85633.9 -515.142
internal_weight=0 242930 20056 11599 10284 668 590 420 170 138 161 111 78 47 1315 259 73 186 1219 750 575 219 168 76 356 335 156 48 179 469
internal_count=4318164 242930 20056 11599 10284 668 590 420 170 138 161 111 78 47 1315 259 73 186 1219 750 575 219 168 76 356 335 156 48 179 469
is_linear=0
shrinkage=0.1


Tree=2086
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 5 4 5 5 5 5 6 1 1 1 0 0 5 0 0 5 5 5 2 0 0 0 1 5 0
split_gain=1.32378e+12 1.58408e+13 2.10378e+13 2.84327e+13 3.28598e+13 5.39112e+13 8.02782e+13 2.73728e+13 3.61973e+13 2.13461e+13 2.13063e+13 2.05892e+13 3.18766e+13 3.17551e+13 4.82788e+13 3.0515e+13 2.99483e+13 4.40848e+13 2.38736e+13 2.36842e+13 2.91502e+13 2.76136e+13 2.35635e+13 3.84358e+13 2.72651e+13 2.40065e+13 3.52789e+13 3.62836e+13 1.97703e+13 1.73539e+13
threshold=18.500000000000004 16.500000000000004 37.615058950000012 30.259484550000003 60.017447350000005 72.010000000000005 2.5000000000000004 70.50500000000001 132.05000000000004 142.05000000000004 75.015000000000015 1.5000000000000002 30.315880100000005 30.346469350000003 30.425002000000003 59.882016200000002 55.628356700000005 103.45000000000002 59.932719750000011 55.535913550000011 74.610000000000014 85.91500000000002 76.730000000000018 17.500000000000004 55.657530000000008 56.009576300000013 55.701368300000006 37.314272700000011 86.02500000000002 56.301440000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5 11 -10 -6 -9 -13 -14 -15 16 19 22 -17 -16 -21 -22 24 25 -18 26 27 -24 -28 -4
right_child=-2 2 29 7 10 6 -8 8 9 -11 -12 12 13 14 15 18 17 -19 -20 20 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=40.239411787623112 -137.74534524927273 11350.233492279003 -2007.762454097091 -5944.5483655008102 5788.7993010253913 274809.28809523809 38844.242094089677 -1918.575472268788 136514.14583333334 4130.1356681034486 -95105.631684027787 -148355.75429687501 81897.158789062509 -147999.98203124999 -28956.569739804028 123988.62068452382 -151136.40573660715 -186358.78750000001 -6089.6865416061046 128814.39190266927 -57303.073839285717 87745.022693452382 -24872.253615552327 -133890.27735072546 -52167.664317411538 66443.051367187509 -90798.771476122376 124771.6044076773 175.46206597222223 6473.7879678598674
leaf_weight=3689517 600644 240 19548 4175 50 21 46 247 21 29 36 24 24 36 177 21 35 23 43 24 35 21 43 28 136 35 71 26 36 2752
leaf_count=3689517 600644 240 19548 4175 50 21 46 247 21 29 36 24 24 36 177 21 35 23 43 24 35 21 43 28 136 35 71 26 36 2752
internal_value=0 22.2557 -2347.18 -7767.18 18187.1 33491.5 112803 -9688.08 -23458.4 59731.4 -36446.1 -27292 -34770.8 -31421.8 -34864.4 -29462.8 -35589.6 -51639.9 36592.3 -8547.59 36607.3 -2910.04 -44082.5 -23804.4 -72424.4 -9195.9 -24237.7 31515.3 -60190.6 -961.071
internal_weight=0 3.71752e+06 28003 5703 393 307 67 5310 1135 50 86 1085 838 814 790 754 690 433 64 257 80 56 410 239 171 211 176 69 107 22300
internal_count=4318164 3717520 28003 5703 393 307 67 5310 1135 50 86 1085 838 814 790 754 690 433 64 257 80 56 410 239 171 211 176 69 107 22300
is_linear=0
shrinkage=0.1


Tree=2087
num_leaves=31
num_cat=0
split_feature=2 5 5 2 0 4 4 1 5 3 1 3 1 1 0 0 1 5 1 0 0 5 4 1 2 0 0 3 2 4
split_gain=1.51507e+12 7.89579e+12 3.40478e+13 3.2786e+13 2.78011e+13 2.40855e+13 2.46929e+13 5.30264e+13 4.9493e+13 4.6987e+13 2.63451e+13 2.85735e+13 2.28207e+13 5.83284e+13 2.14562e+13 4.19978e+13 1.9285e+13 1.91692e+13 4.46385e+13 1.86516e+13 4.24576e+13 3.42812e+13 1.86282e+13 1.8613e+13 1.82696e+13 1.91906e+13 4.54725e+13 2.20044e+13 2.90519e+13 2.15045e+13
threshold=14.500000000000002 137.05000000000004 150.04500000000004 21.500000000000004 54.736324100000012 2.5000000000000004 3.5000000000000004 82.902675200000019 177.02500000000003 17.500000000000004 38.959914000000005 24.500000000000004 39.003296000000006 47.473138800000008 45.029420750000007 45.087005000000012 38.950530550000003 225.45000000000002 49.236330900000006 59.882016200000002 57.106514900000001 177.02500000000003 3.5000000000000004 60.628582700000003 25.500000000000004 55.014170500000006 54.934662400000008 22.500000000000004 21.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 22 17 7 8 9 -7 -10 14 16 -14 -12 -16 -11 18 -4 20 24 -22 -5 -6 25 26 27 29 -29 -8
right_child=1 2 5 4 23 6 19 -9 10 12 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-17.262625491558346 159.1281024968678 33088.898942081658 139678.62671130951 -4948.5933238636362 56119.898589085824 -117506.91698913575 -16321.431582474084 -139912.28173314146 -50938.85961608887 -13833.440625000001 4985.1396033653846 -32481.256038411459 -107433.51472167969 27055.889435096156 212736.10175000003 43034.959570312501 112937.48079427083 -6963.4958556058118 -10962.213682432433 68038.143203125001 -171083.8828125 -5346.36669921875 -107647.43184621712 -3036.5748970445738 -87455.549289772738 21263.146353076405 -113906.93682432434 95457.425289062507 2985.2073297464626 81010.138720703137
leaf_weight=3980118 335252 668 42 33 67 64 419 38 32 28 26 30 64 65 25 35 21 57 37 40 26 24 38 258 22 418 37 50 106 24
leaf_count=3980118 335252 668 42 33 67 64 419 38 32 28 26 30 64 65 25 35 21 57 37 40 26 24 38 258 22 418 37 50 106 24
internal_value=0 203.248 5497.23 19573.4 -3225.53 -3160.01 -6606.52 -27149.8 -16162.7 -44021.5 29390.3 51550 -17599.8 -39667.5 80863.3 113744 40497 37235.2 69125.3 934.233 -1449.57 -91529.9 -59914.2 9158.76 2736.32 4618.89 -6320.27 325.32 32623.7 -11048.4
internal_weight=0 338046 2794 1064 396 1730 1594 428 390 242 148 116 178 129 86 60 49 136 79 1166 1126 50 71 325 1076 1054 636 599 156 443
internal_count=4318164 338046 2794 1064 396 1730 1594 428 390 242 148 116 178 129 86 60 49 136 79 1166 1126 50 71 325 1076 1054 636 599 156 443
is_linear=0
shrinkage=0.1


Tree=2088
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 5 3 1 1 4 1 3 1 6 0 5 0 1 1 0 1 1 0 0 4 1 1 1 1
split_gain=1.32704e+12 5.51212e+12 7.86315e+12 9.46319e+12 7.14651e+12 6.50909e+12 7.02237e+12 8.94888e+12 9.3281e+12 1.5017e+13 1.35127e+13 6.95998e+12 6.86982e+12 1.15319e+13 8.77912e+12 1.10843e+13 6.9072e+12 6.74361e+12 1.61839e+13 8.88953e+12 6.53923e+12 6.43378e+12 6.19718e+12 6.17556e+12 2.14298e+13 6.0059e+12 5.92587e+12 2.29851e+13 1.09043e+13 7.09017e+12
threshold=20.010000000000002 38.096381250000007 38.950530550000003 44.732363600000006 45.073740550000004 54.762542150000009 19.650000000000002 13.500000000000002 65.480823400000006 65.58467570000002 1.5000000000000002 114.17164950000002 8.5000000000000018 82.871296800000025 1.5000000000000002 60.693675950000006 13.050000000000002 55.87722990000001 49.236330900000006 49.177301950000007 56.197733450000008 114.17164950000002 50.888703650000004 56.320495600000008 56.281985950000006 1.5000000000000002 82.911991800000024 82.91993380000001 82.973038550000012 82.981501350000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 11 7 8 17 10 -10 -6 13 -11 16 -16 -14 18 19 -7 -19 -17 -20 24 -5 26 -8 -28 -29 -30
right_child=-2 2 4 23 5 6 25 -9 9 12 -12 -13 14 -15 15 21 -18 20 22 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-1687.3385205922475 6.2687935491444229 66412.323130580349 -3952.7096766706086 7480.7007488263989 3661.3776209895586 -2385.4821416569471 -1346.0733154406898 5145.3001419421826 -14799.240873453353 7171.0992293158342 66144.805208333346 -51448.985582965353 -31121.176845366383 -3085.3581231940893 -10364.091747222075 -4485.4753251509237 21846.25918088574 17702.127887730046 62285.614342730987 -17715.439253225613 3580.2541034909991 66711.723437499997 9552.9106228119163 33523.760896907945 -92465.032768110803 -54371.276839192717 -63933.445791666665 13914.385202338986 -46219.228700657899 -9299.6989271763396
leaf_weight=22553 4263643 28 3860 863 6284 1604 2219 3444 1152 1826 21 23 29 2743 1517 22 163 362 23 495 3481 30 718 83 22 24 75 205 57 595
leaf_count=22553 4263643 28 3860 863 6284 1604 2219 3444 1152 1826 21 23 29 2743 1517 22 163 362 23 495 3481 30 718 83 22 24 75 205 57 595
internal_value=0 -490.231 354.312 9100.03 73.0665 646.226 -206.888 572.77 -537.325 -2957.43 -13350.1 3460.4 -1031.59 1013.63 -6338.01 -8807.94 13846 2179.73 -1515.46 -6000.69 4910.5 36589.8 11189.7 7442.24 4996.17 -4536.13 -4156.56 -10848 -6202.3 -12527.3
internal_weight=0 54521 31968 996 30972 27112 20805 17630 14186 7503 1173 6307 6330 4569 1761 1569 192 6683 2840 2099 3843 52 741 968 885 3175 3151 932 857 652
internal_count=4318164 54521 31968 996 30972 27112 20805 17630 14186 7503 1173 6307 6330 4569 1761 1569 192 6683 2840 2099 3843 52 741 968 885 3175 3151 932 857 652
is_linear=0
shrinkage=0.1


Tree=2089
num_leaves=31
num_cat=0
split_feature=5 1 0 0 1 0 0 4 3 0 5 1 0 3 5 2 3 4 1 3 3 0 4 4 5 3 2 0 4 1
split_gain=1.29503e+12 1.96279e+13 2.45156e+13 5.82552e+13 8.4139e+13 3.17157e+13 6.65408e+13 3.6693e+13 3.63507e+13 3.32439e+13 3.07291e+13 3.06058e+13 8.47354e+13 6.43947e+13 5.73162e+13 5.20317e+13 5.41866e+13 5.10196e+13 6.04269e+13 5.01374e+13 5.94127e+13 1.32259e+14 8.47681e+13 5.38528e+13 4.91455e+13 4.77397e+13 7.53175e+13 4.27855e+13 3.82433e+13 5.54684e+13
threshold=112.04500000000002 47.208373000000009 52.485928400000006 54.648549400000007 35.911716050000003 47.272352350000006 48.713222300000005 2.5000000000000004 17.500000000000004 51.717367500000009 150.04500000000004 43.94115175000001 56.143542450000005 6.5000000000000009 142.05000000000004 1.5000000000000002 4.5000000000000009 3.5000000000000004 44.005491150000005 8.5000000000000018 9.5000000000000018 56.301440000000007 3.5000000000000004 3.5000000000000004 142.05000000000004 5.5000000000000009 4.5000000000000009 56.320495600000008 3.5000000000000004 44.005491150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 10 9 -9 -8 -5 -13 14 15 -14 28 18 -18 24 21 23 -23 -21 -15 27 -27 -16 29 -17
right_child=1 -3 3 11 -6 6 7 8 -10 -11 -12 12 13 19 25 16 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=6.9905256547000052 241.53776470531591 -2185.9960385858799 -65716.306136775369 1445.9385257930669 53017.235299751665 -43118.465869458872 7399.47237890625 -8208.380653091006 38027.900413295203 -87916.223314525472 125826.99385016026 -96413.15080528846 -45391.160661235612 -86952.332780263969 -33965.771064967106 325377.80269886367 -115611.37908653845 110719.16594666599 48688.202251552801 -143502.35866935484 -4266.1344263551946 71441.345937499995 261794.17822840076 32096.895947265628 66909.752524038471 184766.77696397572 -22775.338143382352 56105.857405821924 73033.818002232147 100820.79573863637
leaf_weight=4248930 14742 33144 69 16607 442 537 50 1687 168 54 39 65 38 103 190 22 26 114 161 31 570 75 34 40 26 36 34 73 35 22
leaf_count=4248930 14742 33144 69 16607 442 537 50 1687 168 54 39 65 38 103 190 22 26 114 161 31 570 75 34 40 26 36 34 73 35 22
internal_value=0 -429.013 1184.55 3682.21 36984.7 -1535.16 -11867.3 -3468.02 -6394.09 -10680.7 59294.7 2752.39 15552.5 20017.4 41520.7 66178.4 77335.4 57989.7 25844.4 1645.36 11550.3 61635.6 130817 -44573.2 -55941.4 10569 83960.6 -8964.9 151045 213099
internal_weight=0 69234 36090 18813 511 17277 2535 1998 1909 1741 89 18302 1695 1630 751 418 380 301 187 879 750 180 109 71 129 333 70 263 79 44
internal_count=4318164 69234 36090 18813 511 17277 2535 1998 1909 1741 89 18302 1695 1630 751 418 380 301 187 879 750 180 109 71 129 333 70 263 79 44
is_linear=0
shrinkage=0.1


Tree=2090
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 0 3 1 1 1 3 4 1 0 1 0 4 3 3 2 4 4 1 0 1 4 1 2 1 0
split_gain=1.31537e+12 5.69164e+12 1.09314e+13 1.77927e+13 1.3391e+13 1.31331e+13 1.12019e+13 1.66241e+13 1.22726e+13 1.74219e+13 1.10913e+13 1.48494e+13 1.21561e+13 1.20288e+13 4.77067e+13 9.03935e+12 9.96913e+12 8.27722e+12 1.46823e+13 1.89763e+13 4.38666e+13 1.08583e+13 1.83803e+13 1.61774e+13 1.06899e+13 1.41578e+13 9.74002e+12 1.21526e+13 8.94575e+12 7.95644e+12
threshold=225.45000000000002 3.5000000000000004 9.5000000000000018 37.712318250000003 38.096381250000007 42.966471700000007 2.5000000000000004 82.911991800000024 92.896330950000007 86.192907650000009 10.500000000000002 5.5000000000000009 49.236330900000006 45.022371150000005 39.047276750000002 55.518428350000008 4.5000000000000009 24.500000000000004 13.500000000000002 9.5000000000000018 2.5000000000000004 2.5000000000000004 37.971176850000006 47.208883950000008 43.808567100000012 1.5000000000000002 39.047276750000002 4.5000000000000009 56.249874400000003 55.975961550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 5 -4 -5 -3 7 15 9 -8 12 13 -6 14 -12 16 -7 18 19 29 -21 24 -23 -24 25 26 27 -20 -26 -2
right_child=1 2 3 4 10 6 8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 21 20 -22 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-1.7347847695904595 1925.3769991187746 -71840.079460685476 -52480.493326822914 75717.899811197931 80126.999088541663 -49203.210342261911 -2830.1494709221274 -120186.76312500001 67403.655533854166 -78803.775907258067 -166887.18687500001 67531.654475446427 937.45034722222226 4506.415963898402 28842.004261363636 -74565.968349609378 39467.877734375004 50617.520924072269 -94208.321437872029 -15589.501325334822 170794.8114130435 26974.1548046875 -29136.627183948865 -151843.24092261906 61950.792405133929 16872.162469482424 -105549.36371093751 -6706.3560036057697 -4242.8180544483421 17157.681135835668
leaf_weight=4313902 1137 31 48 30 42 21 1146 20 24 31 20 35 36 657 33 20 32 40 21 28 23 20 22 21 35 64 20 65 49 491
leaf_count=4313902 1137 31 48 30 42 21 1146 20 24 31 20 35 36 657 33 20 32 40 21 28 23 20 22 21 35 64 20 65 49 491
internal_value=0 1755.91 -1739.02 6759.07 10092.6 -7517.72 -5976.76 -39412.4 -3387.66 -4831.15 7700.42 3944.11 43578 809.518 -45018.1 -17282.4 4334.05 5576.99 4674.37 8401.04 68466.2 -15064.1 -52225.9 -89063.1 -5846.76 -20267.4 -42691.3 -28073.1 23337.9 6519.4
internal_weight=0 4262 2226 901 853 1325 1294 93 1201 1177 823 745 78 710 53 73 53 2036 1996 1679 51 317 63 43 254 170 106 86 84 1628
internal_count=4318164 4262 2226 901 853 1325 1294 93 1201 1177 823 745 78 710 53 73 53 2036 1996 1679 51 317 63 43 254 170 106 86 84 1628
is_linear=0
shrinkage=0.1


Tree=2091
num_leaves=31
num_cat=0
split_feature=0 5 5 3 2 3 5 3 6 2 5 5 3 5 5 3 3 5 0 6 3 1 2 5 2 4 5 3 3 3
split_gain=1.30364e+12 5.0632e+12 1.05559e+13 9.71537e+12 8.00197e+12 1.68346e+13 1.65874e+13 5.29991e+13 1.84802e+13 1.53391e+13 1.24024e+13 1.11773e+13 1.00551e+13 9.99281e+12 9.39506e+12 2.25582e+13 1.05038e+13 6.40496e+13 1.16126e+13 1.30787e+13 1.01402e+13 8.96548e+12 8.92985e+12 8.3956e+12 8.31987e+12 1.19222e+13 1.64454e+13 1.53684e+13 1.18767e+13 2.36449e+13
threshold=43.056445700000005 89.00500000000001 88.015000000000015 13.500000000000002 9.5000000000000018 11.500000000000002 128.92000000000004 13.500000000000002 1.5000000000000002 10.500000000000002 120.05000000000001 142.05000000000004 15.500000000000002 92.035000000000011 92.035000000000011 13.500000000000002 15.500000000000002 161.85000000000002 42.966471700000007 1.5000000000000002 14.500000000000002 47.554129950000011 5.5000000000000009 112.04500000000002 2.5000000000000004 2.5000000000000004 225.45000000000002 10.500000000000002 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 14 9 10 -8 -9 11 12 -6 13 21 15 -3 20 18 -18 22 24 -7 -20 -14 25 -16 27 28 -27 -30
right_child=-2 4 3 -5 5 6 7 8 -10 -11 -12 -13 23 -15 16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=153.10421088159495 -4.7633671823249673 10357.312344148057 -14470.120070167824 -81536.191348379638 -23097.324659830731 -51044.236396928267 137430.09256727432 -66274.602367424246 44179.64501953125 -75318.041417305431 -54235.439392361121 52411.190838068185 -7981.0350603693187 18934.274571285012 -13129.775247325068 88980.333573190786 -8009.0775634765632 137534.61499999999 -3898.4663361922558 -135355.67835648148 66899.352500000008 27140.322940340913 -94091.880952380947 -76941.529326923075 513.78225187891553 -8755.4613425332991 -69006.386548913055 -26031.697592397839 89280.169494398593 20079.114232312146
leaf_weight=25622 4285952 920 108 27 180 44 36 33 28 53 45 22 55 241 184 38 32 20 23 27 25 22 21 26 3382 122 23 78 53 722
leaf_count=25622 4285952 920 108 27 180 44 36 33 28 53 45 22 55 241 184 38 32 20 23 27 25 22 21 26 3382 122 23 78 53 722
internal_value=0 633.788 6.157 -27883.3 3138.18 -6324.34 3833.44 41210.8 -15574.3 -27436.6 -4539.79 -14873.6 1223.88 9492.84 4448.25 13476 2612.82 -26226 -58024.2 -80566.2 3385.79 -24982.7 -46945.3 -30116.5 3037.89 10260 14572.3 16543.9 20246.2 24811.6
internal_weight=0 32212 25757 135 6455 785 530 97 61 255 433 202 388 307 5670 958 4712 123 103 71 4589 66 44 81 4564 1182 998 975 897 775
internal_count=4318164 32212 25757 135 6455 785 530 97 61 255 433 202 388 307 5670 958 4712 123 103 71 4589 66 44 81 4564 1182 998 975 897 775
is_linear=0
shrinkage=0.1


Tree=2092
num_leaves=31
num_cat=0
split_feature=5 4 2 3 5 0 1 0 2 5 5 1 1 0 3 5 4 3 0 0 0 1 1 2 1 2 5 3 5 3
split_gain=1.30692e+12 9.37736e+12 2.27765e+13 2.474e+13 2.60191e+13 2.94004e+13 2.0357e+13 2.6636e+13 1.7805e+13 2.75618e+13 2.95083e+13 2.71299e+13 2.43711e+13 2.25411e+13 2.75589e+13 4.14383e+13 1.81489e+13 3.09366e+13 1.77109e+13 1.70532e+13 1.6223e+13 2.44813e+13 2.87541e+13 2.36244e+13 1.9221e+13 1.90942e+13 1.67844e+13 1.46775e+13 1.39302e+13 3.41529e+13
threshold=142.05000000000004 2.5000000000000004 12.500000000000002 20.500000000000004 225.45000000000002 55.039751500000008 38.096381250000007 45.133160800000006 7.5000000000000009 177.02500000000003 225.45000000000002 38.996948700000011 47.981192400000005 56.281985950000006 11.500000000000002 161.85000000000002 1.5000000000000002 5.5000000000000009 60.052595500000002 54.648549400000007 55.762622900000004 37.777459000000007 37.533784800000006 3.5000000000000004 30.362552800000003 3.5000000000000004 225.45000000000002 3.5000000000000004 161.85000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 -2 9 11 12 -8 27 14 15 16 -13 -18 20 -6 21 22 25 24 -22 -9 -25 -11 29 -10
right_child=1 -3 3 -5 19 -7 8 18 28 10 -12 13 -14 -15 -16 -17 17 -19 -20 -21 23 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=3.8191722897819589 -95735.573001802899 -1514.5944672994719 54067.717329545463 -4904.1679520769821 -34264.985829741381 199530.30348307293 149288.82223011364 -60551.465347782258 -166934.29148437502 -3857.7429798473017 10921.514136858839 -38401.014407913775 31387.332560483876 115684.19243861607 -85603.061754261376 123073.08489082532 -11181.531810897437 139364.6138578869 76042.816100543481 70119.127671185663 52439.894234035331 -73847.552659254812 110425.72860753676 -124358.67429435485 -30539.891032130283 41913.084246271312 -39160.191638049451 -100017.09923245614 -4704.9169909109478 677.01350806451615
leaf_weight=4297453 39 18572 33 82 29 24 22 31 20 22 962 54 31 28 22 39 39 21 23 34 46 26 34 31 71 44 91 57 153 31
leaf_count=4297453 39 18572 33 82 29 24 22 31 20 22 962 54 31 28 22 39 39 21 23 34 46 26 34 31 71 44 91 57 153 31
internal_value=0 -792.464 5477.48 37431.6 66361.1 115315 2145.15 -16876.1 7670.3 11989.7 5311.25 43809 -43753.1 32377.6 19048.6 34096.6 3657.21 41509.6 -9129.19 22069.3 -14367 13344.6 34142.7 -30020.1 2084.64 -438.93 -60809 -73238.5 -19791.9 -65052.9
internal_weight=0 20711 2139 202 120 57 1937 436 1501 1297 1072 225 110 203 175 153 114 60 397 63 374 135 109 239 117 75 122 79 204 51
internal_count=4318164 20711 2139 202 120 57 1937 436 1501 1297 1072 225 110 203 175 153 114 60 397 63 374 135 109 239 117 75 122 79 204 51
is_linear=0
shrinkage=0.1


Tree=2093
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 3 0 5 2 0 0 6 5 3 5 1 0 3 5 5 0 0 0 5 6 0 5 3 1
split_gain=1.27958e+12 1.16528e+13 2.47254e+13 2.48572e+13 1.96483e+14 5.62136e+13 3.59987e+13 3.43478e+13 2.04392e+13 1.98774e+13 3.34377e+13 7.84409e+13 5.00936e+13 5.76985e+13 4.74561e+13 2.66001e+13 2.75954e+13 2.65293e+13 2.44109e+13 2.3826e+13 2.36279e+13 2.24467e+13 4.06784e+13 2.87707e+13 2.21164e+13 1.98643e+13 4.19531e+13 5.93538e+13 4.14646e+13 8.20861e+13
threshold=35.911716050000003 33.101335500000005 63.563300600000012 61.674413550000004 57.057093650000006 64.405000000000015 9.5000000000000018 56.863241500000008 48.510000000000012 8.5000000000000018 56.028355650000009 53.310923100000004 1.5000000000000002 85.020000000000024 9.5000000000000018 104.75000000000001 34.359746700000009 55.299834250000011 2.5000000000000004 79.730000000000018 59.245000000000012 45.254062050000009 53.145783300000012 45.133160800000006 116.06000000000002 1.5000000000000002 54.708501450000007 95.020000000000024 6.5000000000000009 30.468306550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 4 7 -6 8 9 -5 10 11 21 17 18 -12 -11 -17 -13 -14 20 -16 23 -23 -3 -24 28 27 -27 -1 -30
right_child=-2 2 -4 6 5 -7 -8 -9 -10 15 14 12 13 -15 19 16 -18 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=5485.6044821729847 19.011068877160472 1432.7346654926469 -18074.28343486043 -343.23768027988558 -34319.508419151425 -94981.835722224627 -11060.938374393198 15381.839060474287 7646.8840779094671 -6831.8780352645863 24149.780628737732 -83918.016666666663 -16054.302423095703 127658.12980957032 4475.9393597882499 -11226.123822846284 -102485.8383235677 36670.49299896021 -54723.033040094218 40909.441715087894 -13883.245743566798 -42772.159076218377 -486.49206181146633 38124.431942274306 -93713.288942307699 -8771.8093839143676 690.88079740863475 -84085.736475057347 -615.21249913318354 -9699.1367894939376
leaf_weight=9887 3848743 4257 924 6679 979 181 1961 1157 6149 4216 1130 21 224 20 2261 74 60 139 602 140 1016 315 1196 225 26 2616 250372 109 161886 10599
leaf_count=9887 3848743 4257 924 6679 979 181 1961 1157 6149 4216 1130 21 224 20 2261 74 60 139 602 140 1016 315 1196 225 26 2616 250372 109 161886 10599
internal_value=0 -155.87 -1940.22 -1488.85 -3959.17 -43784.9 1557.76 -1254.22 3486.76 -2463.11 -296.796 -4621.47 -30468.5 -40172.9 6384.71 -8226 -52088.7 20843.3 -44236.6 509.817 -1216.14 -301.457 -10729.7 3274.69 -2470.04 -16.7508 556.565 -11784.4 -812.401 -1173.41
internal_weight=0 469421 33952 33028 18239 1160 14789 17079 12828 15922 11572 7025 1006 846 4547 4350 134 160 826 3417 3277 6019 1537 4482 1222 435469 253097 2725 182372 172485
internal_count=4318164 469421 33952 33028 18239 1160 14789 17079 12828 15922 11572 7025 1006 846 4547 4350 134 160 826 3417 3277 6019 1537 4482 1222 435469 253097 2725 182372 172485
is_linear=0
shrinkage=0.1


Tree=2094
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 3 5 0 5 5 0 0 5 0 0 3 3 3 0 6 5 5 0 4 5 3 4 6 3
split_gain=1.41308e+12 1.38717e+13 4.79025e+13 1.86803e+14 1.47066e+14 1.04937e+14 9.65397e+13 1.35091e+14 7.77437e+13 7.40165e+13 7.31995e+13 6.74477e+13 8.0493e+13 6.19349e+13 5.60394e+13 5.36387e+13 7.35794e+13 8.39708e+13 1.5941e+14 6.93112e+13 6.91625e+13 6.31709e+13 1.47241e+14 8.74242e+13 9.22924e+13 1.08206e+14 1.50796e+14 1.57809e+14 1.77085e+14 9.41954e+13
threshold=37.615058950000012 37.620907050000007 55.74310830000001 55.751981950000008 55.727011600000004 7.5000000000000009 8.5000000000000018 57.995000000000012 55.734663800000007 20.010000000000002 83.010000000000005 55.762622900000004 55.755036050000008 80.00500000000001 55.777112100000004 55.842510000000011 21.500000000000004 14.500000000000002 13.500000000000002 55.851332700000007 1.5000000000000002 46.810000000000009 43.205000000000005 55.755036050000008 1.5000000000000002 61.020000000000003 9.5000000000000018 2.5000000000000004 1.5000000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 9 7 -7 -6 -5 13 12 -11 -2 -13 21 17 18 -17 20 -19 22 -8 24 -23 29 -27 28 -28 -26
right_child=1 -3 3 5 8 6 15 -9 -10 11 -12 14 -14 -15 -16 16 -18 19 -20 -21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=113.88838701642504 3039.6041585030944 -14.672392402927139 -217125.27458815803 92609.710276442318 280996.43017241376 15177.216232825971 -6555.3224175501837 216146.57762632982 34805.926902173916 -58288.271324085334 61039.00246372768 126986.52308467744 -253519.15198863638 -52379.668964146207 -21052.442287831767 -4695.9703610782171 72665.975418184433 -81328.191345052401 59074.426594018681 861.44643906970964 43888.752358490572 47135.361899857962 56984.594913716988 -109498.76309742649 9403.7331691442996 -94989.939875096461 61704.763904870946 -21013.560432559589 -84425.908610026047 -51551.558678126778
leaf_weight=869963 5076 3431337 42 39 29 116 3509 47 23 527 210 31 22 210 146 1270 163 263 567 447 53 220 407 102 319 162 609 924 96 1235
leaf_count=869963 5076 3431337 42 39 29 116 3509 47 23 527 210 31 22 210 146 1270 163 263 567 447 53 220 407 102 319 162 609 924 96 1235
internal_value=0 -28.7334 -2889.75 -6621.57 4721.87 -5837.36 -3234.35 73125.4 172104 -41595.6 3138.19 -48805 -66111.7 837.93 4875.29 -4437.39 7491.03 3405.07 14987.1 -24479.9 -60326.6 -8783.72 48.5454 -18215.7 -15604 -19730.3 -2976.88 6173.59 41806.1 -39038.9
internal_weight=0 3.4482e+06 16864 11316 5548 11274 10509 163 52 765 5496 726 549 5286 177 10346 2763 2600 1837 763 316 7583 3916 3667 3565 3345 1791 1629 705 1554
internal_count=4318164 3448201 16864 11316 5548 11274 10509 163 52 765 5496 726 549 5286 177 10346 2763 2600 1837 763 316 7583 3916 3667 3565 3345 1791 1629 705 1554
is_linear=0
shrinkage=0.1


Tree=2095
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 5 1 3 6 5 1 1 5 4 4 1 3 3 5 5 3 5 2 5 3 5 1 0 1 5
split_gain=1.46066e+12 5.61269e+13 7.12432e+13 2.6174e+14 1.40468e+14 1.43462e+14 1.20997e+14 1.03947e+14 1.65035e+14 9.47842e+13 1.25505e+14 1.31528e+14 8.50147e+13 8.42985e+13 9.00215e+13 8.96704e+13 1.07763e+14 8.8224e+13 9.91915e+13 9.47639e+13 8.03994e+13 6.95586e+13 6.84063e+13 1.1859e+14 8.74236e+13 6.57729e+13 6.5762e+13 6.3359e+13 6.56184e+13 6.22244e+13
threshold=55.769960200000007 55.784980300000008 37.737121850000008 37.559851850000008 19.500000000000004 61.020000000000003 37.417247200000006 18.500000000000004 1.5000000000000002 26.005000000000006 37.620907050000007 37.597123000000003 72.010000000000005 2.5000000000000004 1.5000000000000002 37.503486000000002 13.500000000000002 19.500000000000004 73.405000000000015 71.715000000000018 8.5000000000000018 86.02500000000002 4.5000000000000009 42.005000000000003 7.5000000000000009 49.010000000000012 37.503486000000002 55.777112100000004 37.582182450000005 48.945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 20 8 -5 -10 11 22 -12 14 -7 -15 -17 -16 19 -19 -2 -18 -11 24 -24 -8 -27 28 -26 -13
right_child=1 -3 -4 7 -6 13 25 -9 9 10 12 29 -14 15 17 16 21 18 -20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=43.983006564857021 -28608.939727768135 9.8598190585348462 -7717.2987823900203 105707.54171459768 30699.738440078057 -24938.226988636365 -23801.767103525635 -25148.005514243523 -16663.889708714029 10791.469039808555 7362.858148095489 80307.459092123681 73393.272024147722 11044.015262981038 3771.3271652948288 36469.108208409751 -88510.547873126983 63191.450859273005 172156.94266601565 -130643.47615740742 28411.24325707143 43078.614935037367 290522.13270833337 13329.208525328424 75670.36438802084 -28548.272011529127 -79035.162044821773 29701.236184003275 292720.28215144231 186676.84959326676
leaf_weight=2747102 405 1538638 20720 254 804 253 2482 410 531 394 1715 127 220 728 336 123 317 383 80 27 635 46 30 157 30 515 517 62 26 97
leaf_count=2747102 405 1538638 20720 254 804 253 2482 410 531 394 1715 127 220 728 336 123 317 383 80 27 635 46 30 157 30 515 517 62 26 97
internal_value=0 -76.9071 -4194.32 2042.54 -8841.67 -13484.8 -23756 22589.1 27961.6 22134.7 29343.3 59684.9 14870.2 6914.44 27252.4 -11161.8 -44425 43238.1 70301 50426.7 6206.27 -71835.3 38315.5 73871 138094 -32623.7 -53840.6 99341.7 176444 126369
internal_weight=0 1.57106e+06 32424 11704 7651 6847 4554 4053 3643 3389 2858 923 1935 2293 1079 1214 486 826 490 410 1040 363 699 305 148 3514 1032 118 56 224
internal_count=4318164 1571062 32424 11704 7651 6847 4554 4053 3643 3389 2858 923 1935 2293 1079 1214 486 826 490 410 1040 363 699 305 148 3514 1032 118 56 224
is_linear=0
shrinkage=0.1


Tree=2096
num_leaves=31
num_cat=0
split_feature=2 0 5 1 4 0 5 2 3 2 1 1 0 0 5 5 6 5 1 3 3 5 5 1 1 3 0 0 0 5
split_gain=1.35659e+12 1.05339e+13 1.76345e+13 1.97859e+13 1.74854e+13 1.676e+13 2.62785e+13 1.24488e+13 2.79394e+13 1.07822e+13 9.92814e+12 2.00323e+13 1.56884e+13 1.72222e+13 2.35754e+13 1.9288e+13 2.47515e+13 1.60841e+13 1.42437e+13 2.1384e+13 2.49944e+13 4.46417e+13 4.41507e+13 4.07095e+13 1.94814e+13 1.60124e+13 1.44963e+13 1.38734e+13 1.38566e+13 4.07163e+13
threshold=19.500000000000004 44.039893800000009 66.040000000000006 39.739656000000004 1.5000000000000002 43.592450450000008 36.515000000000008 22.500000000000004 22.500000000000004 20.500000000000004 82.91993380000001 82.897133550000021 55.061033200000004 55.050600750000008 74.010000000000005 128.92000000000004 1.5000000000000002 70.50500000000001 61.365473900000005 21.500000000000004 24.500000000000004 77.715000000000018 89.00500000000001 65.551978750000004 65.610478850000007 23.500000000000004 57.106514900000001 57.157092150000004 55.010031850000011 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 -2 -7 8 -6 -4 11 18 13 28 17 16 -16 -15 -3 -20 21 -21 24 26 -23 -25 -24 -22 -13 -30
right_child=1 10 3 -5 7 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 20 27 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=8.6083148824897666 69008.288786764708 -624.60421706323484 -99172.571586277176 59091.214528245189 196166.8778125 76019.700167410716 -58534.231017287239 20738.416586538464 38954.887680288462 -15316.163909646739 2924.8919468705626 -8885.949540878657 9990.1401884739025 -20423.258896741365 -42879.643094758067 27042.497716346159 -130926.44236918604 15815.947743204197 -23226.20610552156 6983.5286405309398 -2658.9373583819415 186956.96116297107 34259.412080891925 48792.366734095987 73180.288454861118 153118.76335685485 -39913.742251275515 50042.682002314818 1202.6031377618963 127240.42395182292
leaf_weight=4218655 34 86923 23 26 20 21 47 26 26 46 8152 1016 367 760 124 26 43 146 178 353 666 34 57 28 27 31 49 54 176 30
leaf_count=4218655 34 86923 23 26 20 21 47 26 26 46 8152 1016 367 760 124 26 43 146 178 353 666 34 57 28 27 31 49 54 176 30
internal_value=0 -364.947 19397.1 -15254.1 38315.8 11682.2 -16980.8 76046.7 107308 -43268.3 -418.514 -717.735 -9222.18 -12260.1 -21343.4 -53076.7 -65550.4 -14583.4 -459.138 9278.71 13732.8 29201.2 63903.9 37029.6 136597 103608 -28.1781 1293.68 -4091.04 19557.6
internal_weight=0 99509 269 95 174 102 68 72 46 69 99240 91088 2688 2321 1099 193 167 906 88400 1477 1299 579 226 165 61 59 106 720 1222 206
internal_count=4318164 99509 269 95 174 102 68 72 46 69 99240 91088 2688 2321 1099 193 167 906 88400 1477 1299 579 226 165 61 59 106 720 1222 206
is_linear=0
shrinkage=0.1


Tree=2097
num_leaves=31
num_cat=0
split_feature=2 1 5 3 5 6 0 1 4 5 5 5 6 0 5 5 5 4 0 5 3 5 0 0 1 1 5 3 1 0
split_gain=1.44496e+12 7.84578e+12 1.41414e+13 9.47885e+12 1.95487e+13 2.31102e+13 8.87052e+12 1.67919e+13 1.1776e+13 9.02367e+12 1.54215e+13 1.29607e+13 3.31213e+13 2.71748e+13 1.6683e+13 1.35921e+13 8.72783e+12 3.02422e+13 3.66033e+13 7.50103e+13 6.25743e+13 3.02236e+13 2.50694e+13 7.52383e+13 8.8038e+13 7.63534e+13 6.6944e+13 5.15284e+13 4.33741e+13 8.51491e+13
threshold=14.500000000000002 30.160599000000001 58.995000000000012 22.500000000000004 49.505000000000003 1.5000000000000002 59.846652800000008 20.507360500000004 2.5000000000000004 70.00500000000001 67.990000000000023 82.00500000000001 1.5000000000000002 59.853570100000006 99.555000000000021 94.040000000000006 62.015000000000008 1.5000000000000002 43.592450450000008 58.755000000000003 18.500000000000004 63.455000000000005 59.990816400000007 60.017447350000005 30.315880100000005 30.278357500000002 54.710000000000008 21.500000000000004 30.362552800000003 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -4 10 -8 13 15 -11 -14 -13 17 -3 19 20 -19 -18 28 24 25 27 -27 -24 29 -20
right_child=1 16 6 4 5 -7 9 -9 -10 11 -12 12 14 -15 -16 -17 21 18 22 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-16.858475445014967 5322.1214777504529 -267.51586643564229 73839.599913194455 -2071.3217710333356 -24487.056596522179 -143785.43522727274 24381.374378911365 -28918.873976451945 -11786.162991648707 -73567.349800531912 88878.788527513592 31138.719203473083 126149.58660156251 15249.534830729166 35376.338224085368 -20008.519241019276 -7523.1020004444381 141114.61199776788 -2892.2539682584952 166562.12221798781 -29403.395644321237 -185.78131945041849 -7609.5618848689646 3095.0144833710697 -15241.811404666387 34634.60157382246 161919.461878034 58243.523588638316 2051.0661304142968 -52247.65775132124
leaf_weight=3980118 984 162507 36 354 62 22 191 106 29 47 46 101 40 129 41 107 5969 28 1969 41 93 94391 189 4215 259 69 103 320 65173 425
leaf_count=3980118 984 162507 36 354 62 22 191 106 29 47 46 101 40 129 41 107 5969 28 1969 41 93 94391 189 4215 259 69 103 320 65173 425
internal_value=0 198.49 6025.52 -125.005 -12362.4 -55731.9 16043.9 -4379.96 35637.3 21019 36899.9 12924.8 25953.3 -8468.61 80202.6 4827.4 158.66 491.572 2184.08 49665.1 10055.3 -622.175 2078.31 8800.21 34382.5 53255.8 110858 33791.2 1565.47 -11654.2
internal_weight=0 338046 2295 1422 438 84 873 171 65 702 237 465 289 176 81 208 335751 235391 72884 162 121 100360 72722 5155 940 681 172 509 67567 2394
internal_count=4318164 338046 2295 1422 438 84 873 171 65 702 237 465 289 176 81 208 335751 235391 72884 162 121 100360 72722 5155 940 681 172 509 67567 2394
is_linear=0
shrinkage=0.1


Tree=2098
num_leaves=31
num_cat=0
split_feature=5 3 1 1 5 5 1 5 0 4 0 0 0 3 3 0 5 1 1 1 1 0 0 0 5 1 5 4 3 0
split_gain=1.33975e+12 9.08421e+12 2.27552e+13 2.28638e+13 8.15141e+13 6.37662e+13 3.60207e+13 2.63143e+13 2.52023e+13 2.42641e+13 4.90927e+13 3.10918e+13 5.73195e+13 6.20669e+13 3.41868e+13 3.10136e+13 2.68268e+13 2.32523e+13 2.47544e+13 2.28033e+13 3.96564e+13 2.60174e+13 2.56009e+13 3.44908e+13 3.13947e+13 2.13675e+13 2.06562e+13 2.0169e+13 2.09962e+13 1.98923e+13
threshold=42.005000000000003 16.500000000000004 30.207352000000004 30.362552800000003 36.515000000000008 35.710000000000008 30.410108300000001 31.415000000000003 60.052595500000002 1.5000000000000002 56.197733450000008 55.834684950000003 55.842510000000011 28.500000000000004 23.500000000000004 56.501468900000013 41.995000000000012 30.226173900000003 30.323743050000001 37.889331900000009 37.503486000000002 55.701368300000006 55.784980300000008 55.68356880000001 35.505000000000003 60.08989780000001 41.005000000000003 1.5000000000000002 17.500000000000004 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 26 4 5 7 8 -4 27 -8 11 16 13 -13 -14 -12 19 -7 -19 20 22 -21 23 -11 -25 -17 -3 29 -29 -5
right_child=-2 2 3 6 -6 17 9 -9 -10 10 15 12 14 -15 -16 25 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-60.607989750508423 -42.753590350114159 8820.0763512148824 -4954.1202870786583 -2425.1325310821962 -8284.456729797912 -4459.7766272032786 319.52813460019047 3369.9634064842903 -31793.416234019889 7218.9433141780091 -34592.950440922163 159597.69305695567 35396.835028718648 -5482.9293036566851 -7202.6965522171931 -6864.7922687189848 23434.390560473068 30071.077168869175 6735.1463980588051 5247.9218525032184 -17112.996445157634 26944.410975172781 -22267.318157306407 167243.20668945313 43582.213100035762 19962.304754709592 -11827.446950018584 44588.586655560663 -42958.273254048232 10508.241481457466
leaf_weight=1219659 2717292 5045 6636 1428 12852 406 325601 8879 165 399 349 62 456 36 321 1814 860 1283 704 3692 1072 650 159 24 142 355 536 34 141 7112
leaf_count=1219659 2717292 5045 6636 1428 12852 406 325601 8879 165 399 349 62 456 36 321 1814 860 1283 704 3692 1072 650 159 24 142 355 536 34 141 7112
internal_value=0 72.5692 498.658 404.484 -2207.85 2153.14 637.485 -190.373 6923.93 471.339 5228.32 9115.53 26887.5 98955.8 17797.8 -6925.76 6893.4 17347.3 21803.1 4575.83 -4901.32 8495.9 13180.1 23155.5 61460.9 -2474 6837.09 7656.96 -25949.2 8345.61
internal_weight=0 1.60087e+06 381213 375632 30760 17908 344872 15515 8880 335992 10391 7873 875 98 777 2518 6998 2393 1987 6138 1796 4342 724 565 166 2169 5581 8715 175 8540
internal_count=4318164 1600872 381213 375632 30760 17908 344872 15515 8880 335992 10391 7873 875 98 777 2518 6998 2393 1987 6138 1796 4342 724 565 166 2169 5581 8715 175 8540
is_linear=0
shrinkage=0.1


Tree=2099
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 5 3 1 0 3 0 5 5 5 6 5 3 3 0 4 5 4 0 5 3 3 2 0 3
split_gain=1.32183e+12 2.52915e+13 5.32168e+13 5.65417e+13 6.83999e+13 5.5844e+13 5.02007e+13 5.36058e+13 4.30799e+13 1.65556e+14 7.32625e+13 1.01013e+14 6.39297e+13 5.15478e+13 5.1514e+13 4.29993e+13 6.38773e+13 8.08008e+13 4.03941e+13 4.70341e+13 4.50999e+13 3.99194e+13 5.8986e+13 3.71209e+13 3.35171e+13 3.24487e+13 2.86871e+13 2.60602e+13 2.55835e+13 3.94721e+13
threshold=49.111504200000006 49.323301500000007 55.860536450000005 55.801980100000009 49.177301950000007 56.121679000000007 71.715000000000018 21.500000000000004 49.148175700000003 55.777112100000004 16.500000000000004 55.784980300000008 101.05000000000001 98.020000000000024 107.05000000000001 1.5000000000000002 88.015000000000015 7.5000000000000009 6.5000000000000009 55.784980300000008 1.5000000000000002 91.050000000000011 2.5000000000000004 55.87722990000001 65.045000000000016 13.500000000000002 5.5000000000000009 1.5000000000000002 55.762622900000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 23 -6 -8 9 12 15 21 13 28 -14 16 17 18 19 -11 -20 22 -12 -4 -21 -17 -18 -10 29 -2
right_child=1 -3 5 4 6 -7 7 -9 27 10 11 -13 14 -15 -16 25 26 -19 20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-48.747673899248127 26894.933155719111 -16.532351771270374 21710.67945332377 669.85322221595641 -7829.5974095951315 -72732.828576501619 -33756.607082833405 114247.59385937499 8866.7057394085932 -15813.972500000002 125216.97718494451 16058.452168396441 181578.69104166667 -62127.039326435821 32673.700862788231 21794.845827960609 39988.925043402778 6890.8586574388582 132870.79600619615 62996.128385416669 328067.268125 10140.360085227272 305007.27397017047 4327.1776901198136 235987.3941731771 -51189.053794642859 -91245.759677419366 1012.8204494274844 3870.0964388753559 -20767.705711515959
leaf_weight=2430983 206 1802543 2478 12490 5259 77 1158 25 4619 25 107 137 30 148 103 1843 36 69 29 21 20 22 22 2436 24 63 31 49508 2542 1110
leaf_count=2430983 206 1802543 2478 12490 5259 77 1158 25 4619 25 107 137 30 148 103 1843 36 69 29 21 20 22 22 2436 24 63 31 49508 2542 1110
internal_value=0 62.7946 1752.23 1124.53 -3646.91 11769.1 -12016.4 -30628.9 2612.35 10247.5 30856.2 78234.3 -1946.38 -4210.89 66261.3 24542 63107.1 92985.8 142906 94161 212543 134645 155879 13093.2 155258 19382.5 -20731.6 1683.04 -1989.12 -13306.8
internal_weight=0 1.88718e+06 84638 79647 18932 4991 6442 1183 60715 6588 2449 288 4139 4006 133 2161 255 188 119 70 49 151 129 4914 45 1906 67 54127 3858 1316
internal_count=4318164 1887181 84638 79647 18932 4991 6442 1183 60715 6588 2449 288 4139 4006 133 2161 255 188 119 70 49 151 129 4914 45 1906 67 54127 3858 1316
is_linear=0
shrinkage=0.1


Tree=2100
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 1 5 3 6 5 1 1 5 5 1 2 2 3 5 5 5 1 1 1 4 4 1 2 4
split_gain=1.32737e+12 5.02078e+13 7.16608e+13 7.67706e+13 1.89396e+14 1.22276e+14 1.13016e+14 1.24143e+14 8.42459e+13 1.33678e+14 7.67669e+13 1.01666e+14 1.06534e+14 7.28677e+13 6.78246e+13 8.20396e+13 8.03851e+13 6.60876e+13 6.09218e+13 7.99312e+13 7.52525e+13 5.93372e+13 6.05859e+13 1.1158e+14 6.09322e+13 5.82956e+13 1.02943e+14 6.28034e+13 5.68724e+13 5.61016e+13
threshold=55.769960200000007 55.784980300000008 37.214886200000009 37.737121850000008 37.559851850000008 22.500000000000004 37.475443250000005 62.995000000000012 18.500000000000004 1.5000000000000002 26.005000000000006 37.620907050000007 37.597123000000003 89.00500000000001 37.75500000000001 37.436176200000013 18.500000000000004 1.5000000000000002 6.5000000000000009 38.905000000000008 73.405000000000015 67.990000000000023 37.889331900000009 37.855187800000003 38.233559750000005 2.5000000000000004 1.5000000000000002 37.542000650000013 17.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 17 9 -6 -11 12 18 -13 -7 28 -17 -8 19 -12 -20 -5 23 -23 -24 26 -9 -28 -16 -14
right_child=1 -3 3 21 8 14 7 25 -10 10 11 13 29 -15 15 16 -18 -19 20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=41.928167600578867 -65692.961869346909 8.750141466323381 4136.370424197974 -4641.2675868914494 95146.607154281504 -42025.880663118965 15311.195611270114 -18419.955697344452 -22637.188259098708 -14985.811915240673 -170303.8080729167 10758.397102095754 -27453.858468750004 156370.36815290179 103274.27897879464 -6680.0054108355216 36300.028210874843 -44618.29453574049 58280.618965944916 15593.21765934406 -89217.553462837837 -22486.181162400346 110639.91464569092 -111115.49914232337 -13569.449994849303 -19432.612739352626 100453.38353772616 -41952.111951013518 10456.296972656251 131479.56161667715
leaf_weight=2747102 187 1538638 1919 16747 254 207 202 223 410 531 30 1900 25 35 175 1107 717 2066 531 101 37 623 40 184 3126 515 190 37 106 199
leaf_count=2747102 187 1538638 1919 16747 254 207 202 223 410 531 30 1900 25 35 175 1107 717 2066 531 101 37 623 40 184 3126 515 190 37 106 199
internal_value=0 -73.3141 -3967.56 -3609.51 2936.03 -6513.67 -15087.8 -26498.6 20338.6 25175.3 19931 26418.4 53726.8 13392.2 12592.7 17963.8 10215.1 -39280.7 34494.6 -26978.6 48672.5 -7247.78 -18234.7 -42694.1 -12000.2 3542.45 29836.1 77241.9 68261.1 113741
internal_weight=0 1.57106e+06 32424 32237 11517 7464 5152 3233 4053 3643 3389 2858 923 1935 2312 2105 1824 2268 699 131 568 20720 3973 807 3166 965 450 227 281 224
internal_count=4318164 1571062 32424 32237 11517 7464 5152 3233 4053 3643 3389 2858 923 1935 2312 2105 1824 2268 699 131 568 20720 3973 807 3166 965 450 227 281 224
is_linear=0
shrinkage=0.1


Tree=2101
num_leaves=31
num_cat=0
split_feature=2 0 5 1 4 0 5 2 3 3 0 5 0 5 3 0 1 0 1 0 5 4 0 0 5 1 5 2 0 0
split_gain=1.36867e+12 8.45884e+12 1.41573e+13 1.60266e+13 1.39361e+13 1.35794e+13 2.1284e+13 1.04902e+13 2.25457e+13 9.11697e+12 1.94142e+13 2.68141e+13 2.2053e+13 2.09756e+13 2.36058e+13 3.39852e+13 6.98275e+13 2.57737e+13 3.85847e+13 3.84506e+13 2.52265e+13 4.76257e+13 3.12746e+13 2.58904e+13 2.29264e+13 2.15918e+13 2.08798e+13 2.08765e+13 2.07443e+13 3.97699e+13
threshold=19.500000000000004 44.039893800000009 66.040000000000006 39.739656000000004 1.5000000000000002 43.592450450000008 36.515000000000008 22.500000000000004 22.500000000000004 22.500000000000004 59.863160500000006 43.810000000000009 59.950068600000009 74.610000000000014 21.500000000000004 55.061033200000004 82.933113850000026 55.628356700000005 37.66934650000001 52.485928400000006 114.05000000000001 4.5000000000000009 47.228519500000004 45.053747000000008 84.030000000000015 37.314272700000011 39.995000000000012 21.500000000000004 55.628356700000005 55.762622900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -6 10 13 26 -13 -3 15 24 25 18 27 20 22 23 -20 -22 -15 -17 -12 -16 -27 -30
right_child=1 9 3 -5 7 6 -8 -9 -10 -11 11 12 -14 14 17 16 -18 -19 19 -21 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=8.6465808200648961 62116.897954963242 -3690.1219546071807 -38917.933440896741 53205.629612379817 176497.18284179689 68413.209877232148 -52680.703324468086 17206.732031250001 35273.073377403845 -59.56334927349473 -6471.6392157862456 -41278.656937730259 -10403.02660085559 21027.820218857021 43851.501341667434 -62137.555186170212 157528.32488029235 2894.2967171512159 -8931.2823950674028 -29654.000590651944 161432.34819335939 -24807.329125236745 87594.709647529075 26010.773007812502 -41649.607224884559 -48041.769593750003 36239.377524377349 112138.05438232422 105408.50370889218 3326.2089170258623
leaf_weight=4218655 34 7854 69 26 20 21 47 26 26 87268 821 422 512 73 149 47 31 833 153 145 48 33 43 20 291 50 133 64 47 203
leaf_count=4218655 34 7854 69 26 20 21 47 26 26 87268 821 422 512 73 149 47 31 833 153 145 48 33 43 20 291 50 133 64 47 203
internal_value=0 -366.569 17342.3 -13705.2 34293.5 10516.3 -15284.1 67978 96674.9 -414.571 -3002.34 -12309 -24353.3 -1259.89 7299.32 -7270.57 13730.8 14564.7 29406.6 12557.9 33166.4 73765.6 12245.3 121602 -29079.7 884.342 -517.168 64369.5 10757.8 22517.7
internal_weight=0 99509 269 95 174 102 68 72 46 99240 11972 1888 934 10084 2230 742 378 1488 655 442 297 101 196 68 364 347 954 213 300 250
internal_count=4318164 99509 269 95 174 102 68 72 46 99240 11972 1888 934 10084 2230 742 378 1488 655 442 297 101 196 68 364 347 954 213 300 250
is_linear=0
shrinkage=0.1


Tree=2102
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 5 1 1 5 5 3 1 0 1 5 3 0 4 1 5 1 0 6 1 3 1 1 0 3 3
split_gain=1.31185e+12 7.95482e+12 4.57263e+13 3.4636e+13 2.08608e+13 2.31639e+13 1.70998e+13 4.18409e+13 3.67522e+13 5.48676e+13 6.01582e+13 3.16358e+13 3.22977e+13 1.42532e+14 8.41145e+13 7.28255e+13 5.11122e+13 4.64237e+13 4.09681e+13 4.02347e+13 3.15376e+13 2.97789e+13 4.59831e+13 5.49488e+13 3.78129e+13 3.25829e+13 9.11956e+13 7.72e+13 5.35021e+13 4.86112e+13
threshold=44.982728700000003 44.732363600000006 37.752451500000006 38.422276900000007 1.5000000000000002 132.05000000000004 37.767735350000002 38.422276900000007 91.050000000000011 94.040000000000006 8.5000000000000018 38.151577750000008 44.580511600000001 37.914142000000005 137.05000000000004 11.500000000000002 44.678200800000006 4.5000000000000009 38.058342000000003 67.520000000000024 37.832345550000007 44.039893800000009 1.5000000000000002 43.048525950000005 8.5000000000000018 41.950906500000009 39.188277450000008 44.580511600000001 3.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 8 11 -1 10 -10 12 -8 16 15 18 19 20 -15 -14 -18 -9 23 -23 25 26 29 28 -28 -24
right_child=-2 2 3 4 5 -7 7 21 9 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5517.2065677852725 13.086919546450682 247.35497466753372 -14357.262095779486 5503.3243848561006 -5952.0815730369495 -98853.42319155093 -1058.5562144507778 296.27676837411371 175988.92611860798 7919.0843007974254 4223.3515008223685 39971.580253083936 -1373.142199903335 25355.38854013769 -178682.58101562501 -32034.489458383418 5755.9510083482919 105892.79913383152 56153.2544332576 -23083.172847708764 -47572.310793304445 2115.3553012732682 12305.189521937829 38078.175802149199 -12771.092642418131 714.84040969357591 -23461.134223547677 -9270.7604029871745 -67710.990421532275 -7519.7513016641606
leaf_weight=9196 4087717 38672 4098 2125 4503 27 10318 114886 44 483 38 239 3288 2296 20 195 11245 46 532 1153 112 2450 2089 514 4817 10938 647 1971 473 3032
leaf_count=9196 4087717 38672 4098 2125 4503 27 10318 114886 44 483 38 239 3288 2296 20 195 11245 46 532 1153 112 2450 2089 514 4817 10938 647 1971 473 3032
internal_value=0 -232.138 -1356.54 -7124.78 -2671.18 -6505.8 74.8608 306.893 -3996.24 20759.1 96390.2 3737.23 3440.71 5898.66 25721 27073.4 2091.57 5636.12 31149 -7009.64 5230.04 -405.313 -3398.25 8351.82 -4851.38 -2859.26 -7619.78 -21183.9 -42148.8 567.4
internal_weight=0 230447 49425 10753 6655 4530 181022 171261 9761 565 82 29444 29205 18887 3043 3023 15844 11403 2828 4441 11357 141817 26931 2964 23967 19150 8212 3091 1120 5121
internal_count=4318164 230447 49425 10753 6655 4530 181022 171261 9761 565 82 29444 29205 18887 3043 3023 15844 11403 2828 4441 11357 141817 26931 2964 23967 19150 8212 3091 1120 5121
is_linear=0
shrinkage=0.1


Tree=2103
num_leaves=31
num_cat=0
split_feature=3 4 5 0 5 1 0 5 1 1 5 1 1 0 2 5 1 1 1 1 5 1 5 0 0 1 0 0 4 5
split_gain=1.48287e+12 6.33639e+12 1.3052e+13 1.30587e+13 1.20143e+13 9.33729e+12 9.28525e+12 8.53283e+12 9.57025e+12 8.48851e+12 1.09902e+13 1.18422e+13 1.08719e+13 1.25513e+13 7.76861e+12 7.49792e+12 7.24064e+12 1.71961e+13 1.41232e+13 1.14931e+13 1.58162e+13 1.01677e+13 1.46499e+13 9.42002e+12 9.02759e+12 1.19078e+13 2.07601e+13 3.74598e+13 3.17343e+13 1.82166e+13
threshold=2.5000000000000004 1.5000000000000002 78.710000000000022 55.755036050000008 38.610000000000007 37.692869000000009 54.194619400000008 69.015000000000015 41.950906500000009 30.410108300000001 41.995000000000012 30.259484550000003 37.275078000000001 45.022371150000005 7.5000000000000009 65.50500000000001 82.968597500000016 57.550671000000001 83.011163250000024 82.926290250000008 73.010000000000005 82.91993380000001 51.015000000000008 54.864040150000001 56.663136550000011 28.619594500000002 54.725565150000001 54.736324100000012 3.5000000000000004 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4 9 -9 10 -6 -12 13 -11 16 -14 17 24 -18 21 23 -19 -23 -21 25 26 -3 28 -28 -29
right_child=-2 14 3 -5 7 -7 -8 8 -10 12 11 -13 15 -15 -16 -17 18 19 -20 20 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=5999.9167472060954 -9.6086587744230414 -4667.815886693219 21115.211812250665 59410.029287806923 6067.351962425596 -926.95187906179854 -41996.081804435489 -94510.607642663061 -11931.047075737848 91473.63169642858 -27547.125114329272 -117197.26881793479 -7042.1627637160509 9334.5240204419097 60201.60887784091 21451.941340460529 -13124.540569283261 3882.4604097191509 -496.02078813934469 -41794.591685267864 87112.033569335938 5446.9855001698379 -80404.29238839286 18020.941948563279 -2354.9553727645234 816.71701490544319 214913.87961309525 37397.225274884258 38906.050585937504 -67118.478720238098
leaf_weight=2137 4205107 153 94 70 42 21775 31 23 36 21 41 23 3309 163 22 95 964 14063 10886 28 32 46 35 441 10036 48348 21 81 20 21
leaf_count=2137 4205107 153 94 70 42 21775 31 23 36 21 41 23 3309 163 22 95 964 14063 10886 28 32 46 35 441 10036 48348 21 81 20 21
internal_value=0 357.39 -951.774 24829 -1133.49 -307.902 5463.61 -6393.69 -44123.1 -5791.08 -33680.6 -59765.1 -4967.14 18709.1 785.495 -6246.94 770.149 1140.8 -1523.35 4206.22 19091 3678.98 -31649.2 14449.9 375.752 939.139 20935.2 48328.7 129056 15879.3
internal_weight=0 113057 27860 195 27665 23912 125 3753 59 3694 106 64 3588 184 85197 3404 85175 73325 11850 14645 501 14144 81 469 58680 48644 296 143 41 102
internal_count=4318164 113057 27860 195 27665 23912 125 3753 59 3694 106 64 3588 184 85197 3404 85175 73325 11850 14645 501 14144 81 469 58680 48644 296 143 41 102
is_linear=0
shrinkage=0.1


Tree=2104
num_leaves=31
num_cat=0
split_feature=3 5 0 6 5 5 5 0 1 0 5 1 5 1 4 5 0 3 0 5 0 5 4 1 1 1 1 1 2 1
split_gain=1.38604e+12 1.32679e+13 3.19279e+13 2.62646e+13 4.02391e+13 2.65791e+13 4.30611e+13 3.28807e+13 3.39644e+13 2.57e+13 5.1899e+13 2.49711e+13 2.37599e+13 4.21215e+13 2.88366e+13 3.46684e+13 1.18586e+14 2.77499e+13 6.59041e+13 7.39562e+13 4.90367e+13 3.91385e+13 5.47006e+13 3.75837e+13 4.92503e+13 2.63948e+13 2.61243e+13 3.88626e+13 2.87067e+13 2.30289e+13
threshold=4.5000000000000009 74.010000000000005 53.719078300000007 1.5000000000000002 94.040000000000006 80.00500000000001 81.00500000000001 59.932719750000011 30.502469200000004 53.242949050000007 89.00500000000001 30.370618100000005 100.05000000000001 39.694727950000008 2.5000000000000004 78.010000000000005 44.580511600000001 3.5000000000000004 45.029420750000007 116.06000000000002 44.874285750000006 114.05000000000001 3.5000000000000004 36.761894450000007 37.328003200000005 37.998366300000008 39.753614400000011 39.143775600000005 2.5000000000000004 82.981501350000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 7 11 -4 -9 12 -11 -7 13 14 15 16 -3 23 19 21 -21 26 -23 -14 -25 -22 27 -19 -28 -5
right_child=-2 2 3 29 -6 6 -8 8 -10 10 -12 -13 17 -15 -16 -17 -18 18 -20 20 25 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=28.048849699015364 17.4028003416072 192776.86017252607 7851.1517464279286 -6142.6596499741399 -9458.9085723052158 142632.36462673612 17994.692006105612 -101579.90815677967 14505.625857266514 624.35497532328191 51834.990935375819 40429.507305070467 95781.425142911598 -2545.1799788864619 14285.944607312776 -19327.607877034505 -2124.6889631815161 -27939.521089804297 -39208.725177099397 11841.835516298621 191707.56363636366 -29267.178878348219 -242770.9449125744 -100015.69909917092 1216.3463653881583 59433.009179687506 81050.00989583334 -172238.8371603261 -23804.425089312204 4175.7580316134245
leaf_weight=330441 3945856 36 846 21177 1258 45 931 59 44 567 304 51 41 5410 3736 600 235 99 689 519 22 28 21 49 2502 48 39 23 79 2409
leaf_count=330441 3945856 36 846 21177 1258 45 931 59 44 567 304 51 41 5410 3736 600 235 99 689 519 22 28 21 49 2502 48 39 23 79 2409
internal_value=0 -184.441 -1861.55 -3930 4521.09 13421.3 24570 1356.28 -51990 1825.28 18498.1 88337.1 800.875 3438.85 10465.9 -5919.52 23766.3 -5552.72 -16058.3 2108.76 22438.5 -39324.5 -120769 798.444 -728.134 101005 -22696.3 -55143.5 10850.9 -5088.77
internal_weight=0 372308 41867 26820 3234 1976 1027 949 103 15047 871 96 14176 10017 4607 871 271 4159 1567 878 589 289 49 2592 2551 70 240 122 118 23586
internal_count=4318164 372308 41867 26820 3234 1976 1027 949 103 15047 871 96 14176 10017 4607 871 271 4159 1567 878 589 289 49 2592 2551 70 240 122 118 23586
is_linear=0
shrinkage=0.1


Tree=2105
num_leaves=31
num_cat=0
split_feature=4 5 0 0 0 6 3 1 1 3 3 2 1 1 6 3 5 0 0 2 5 5 1 1 1 0 0 0 0 1
split_gain=1.42385e+12 3.87427e+13 4.69923e+13 5.90237e+13 5.24295e+13 3.73444e+13 3.54654e+13 3.95033e+13 7.14417e+13 4.43256e+13 6.10917e+13 1.20468e+14 5.39065e+13 6.68107e+13 4.89335e+13 3.79898e+13 4.00344e+13 3.20331e+13 3.00793e+13 4.70829e+13 4.77624e+13 3.00534e+13 3.58748e+13 8.48731e+13 6.11732e+13 7.69866e+13 5.98208e+13 7.7112e+13 7.24217e+13 7.18583e+13
threshold=2.5000000000000004 74.010000000000005 45.067452850000002 45.133160800000006 45.055827000000008 1.5000000000000002 21.500000000000004 39.007683500000006 37.792847950000002 20.500000000000004 18.500000000000004 2.5000000000000004 38.975980350000007 38.969379750000009 1.5000000000000002 20.500000000000004 77.00500000000001 45.059881250000011 45.053747000000008 8.5000000000000018 80.00500000000001 66.990000000000023 39.041623000000008 50.227799100000006 38.996948700000011 45.047272400000004 43.514103700000014 56.338501050000012 56.301440000000007 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 -4 6 17 7 8 15 10 18 -12 13 -13 -15 16 -3 -6 -10 20 -20 -1 24 26 -23 -26 -24 28 -28 -30
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-33.976810950167518 106.53678900926819 12561.298686721508 -19809.885003120089 -2843.3764324920394 118712.66038135593 12613.76083194587 -11531.793645581542 -1453.1289633969081 12112.535940422622 -45539.519422274505 270339.48671875003 23746.890136212405 -26580.862443462174 252309.93286830361 87044.694283107077 78066.389246323539 -19515.693101373487 34200.279697944519 56563.697439500764 -52279.829119318187 245059.24265625002 853.98471083639004 -5091.9565890874255 -277.38987206549876 22286.600551334817 -14922.63349192339 10428.41608641554 -4418.5405726482304 -62276.603690279451 61926.771616331098
leaf_weight=3140858 972081 567 2117 65190 59 1597 2159 10653 3019 110 24 223 95 21 122 51 1240 187 41 22 20 53277 3419 31025 632 4627 20588 3641 52 447
leaf_count=3140858 972081 567 2117 65190 59 1597 2159 10653 3019 110 24 223 95 21 122 51 1240 187 41 22 20 53277 3419 31025 632 4627 20588 3641 52 447
internal_value=0 -30.9503 -2107.27 -3377.02 2121.5 18200.6 508.079 2111.86 8948.55 16988.1 18905.6 51910.3 40538.7 57960.4 111314 -7048.34 -9450.58 54469.5 13745.3 73134.2 118366 24.8144 1593.57 3329.95 -161.681 -10451 7306.14 9020.35 11340.8 48983.7
internal_weight=0 3.34608e+06 87517 67307 20210 1843 18367 16208 5555 3697 3587 485 461 366 143 1858 1807 246 3102 83 61 3.25857e+06 117708 59172 58536 5259 28147 24728 21087 499
internal_count=4318164 3346083 87517 67307 20210 1843 18367 16208 5555 3697 3587 485 461 366 143 1858 1807 246 3102 83 61 3258566 117708 59172 58536 5259 28147 24728 21087 499
is_linear=0
shrinkage=0.1


Tree=2106
num_leaves=31
num_cat=0
split_feature=1 1 5 4 2 0 5 4 2 0 0 0 0 3 3 3 5 0 6 2 0 0 0 6 3 3 3 3 5 5
split_gain=1.33385e+12 1.19004e+13 4.27851e+13 5.21819e+13 9.73601e+13 7.99491e+13 3.45356e+13 3.40384e+13 5.32374e+13 8.30036e+13 4.17061e+13 2.31727e+14 1.09235e+14 6.20843e+13 1.11206e+14 9.37217e+13 5.68294e+13 5.53156e+13 6.16633e+13 4.19607e+13 3.85424e+13 1.71917e+14 1.30868e+14 8.50395e+13 8.87162e+13 1.63882e+14 1.98995e+14 1.36384e+14 1.26909e+14 1.17953e+14
threshold=37.615058950000012 37.620907050000007 95.020000000000024 3.5000000000000004 9.5000000000000018 55.751981950000008 96.015000000000015 1.0000000180025095e-35 1.5000000000000002 55.734663800000007 55.769960200000007 55.755036050000008 55.801980100000009 11.500000000000002 14.500000000000002 21.500000000000004 43.810000000000009 55.851332700000007 1.5000000000000002 8.5000000000000018 55.74310830000001 55.727011600000004 55.751981950000008 1.5000000000000002 23.500000000000004 15.500000000000002 13.500000000000002 9.5000000000000018 44.205000000000005 51.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -4 -2 9 -9 11 20 -12 19 -15 17 -13 18 -16 -14 21 -10 -22 24 25 26 27 -24 -29 -28
right_child=1 -3 6 4 -6 -7 -8 8 10 -11 12 16 13 14 15 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=110.64953005021742 14680.199814968983 -14.892652948068644 160085.24281250002 22544.585292119566 82216.884455818974 -200715.82329009435 24583.546851976615 13619.979684089212 397.20688814709422 -61540.52747192383 95259.916988266996 -81073.830625000002 -27971.706422622272 42920.112913436598 -80134.824637217433 63589.157971024193 -294698.94855883048 -1259.2514217721848 39274.359301297169 21176.296937809748 -205066.27857306987 198932.07613636367 -19499.698593961813 -29249.725070302567 -21681.199877643645 28936.544882107173 -21589.312227796054 -6834.9689760742185 87499.220084243221 -101279.6233840292
leaf_weight=869963 1027 3431337 20 23 29 53 316 238 4997 384 137 20 740 777 235 146 33 420 53 227 34 44 657 1524 1665 1703 475 250 332 305
leaf_count=869963 1027 3431337 20 23 29 53 316 238 4997 384 137 20 740 777 235 146 33 420 53 227 34 44 657 1524 1665 1703 475 250 332 305
internal_value=0 -27.9163 -2677.85 -3396.02 -73667.8 -133150 32649.1 -2946.74 -4122.55 -32781.4 -2915.99 -5448.4 8231.25 3641.98 15545 -9361.84 -214086 -24405.4 -58160.2 -16434.4 -4525.84 2130.1 -9357.03 -8394.21 -2494.11 6089.04 -13182.5 11727 46977.7 -52750.3
internal_weight=0 3.4482e+06 16864 16528 105 76 336 16423 15396 622 14774 12039 2735 2598 1631 854 53 708 288 967 11986 5041 6945 6911 5387 3722 2019 1239 582 780
internal_count=4318164 3448201 16864 16528 105 76 336 16423 15396 622 14774 12039 2735 2598 1631 854 53 708 288 967 11986 5041 6945 6911 5387 3722 2019 1239 582 780
is_linear=0
shrinkage=0.1


Tree=2107
num_leaves=31
num_cat=0
split_feature=0 0 2 5 1 1 4 6 4 2 5 1 2 1 5 3 5 5 1 4 1 5 1 4 1 5 0 3 1 1
split_gain=1.271e+12 2.37452e+13 3.58233e+13 2.86944e+13 2.19853e+13 2.86572e+13 2.38417e+13 1.93529e+13 1.91539e+13 2.32436e+13 1.89513e+13 1.89185e+13 1.76783e+13 4.24991e+13 2.46469e+13 2.82409e+13 2.40145e+13 2.19601e+13 5.51445e+13 3.05329e+13 1.61272e+13 1.56089e+13 1.45856e+13 1.42097e+13 2.25181e+13 1.4283e+13 1.34682e+13 5.42268e+13 7.09978e+13 6.30446e+13
threshold=54.947737500000009 54.945614000000006 4.5000000000000009 87.395000000000024 82.957885500000017 82.95335685000002 1.5000000000000002 1.5000000000000002 2.5000000000000004 14.500000000000002 62.995000000000012 82.959896850000021 3.5000000000000004 82.961358250000018 59.005000000000003 11.500000000000002 39.025000000000013 39.355000000000011 82.97193200000001 1.0000000180025095e-35 82.97193200000001 59.005000000000003 82.973038550000012 1.0000000180025095e-35 82.968597500000016 47.815000000000005 55.002082750000007 6.5000000000000009 38.781124500000011 82.837870700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 -4 -7 8 10 11 -6 -10 14 -14 15 16 -3 -15 -19 -20 -9 -22 -11 24 25 -18 27 28 -2 -30
right_child=26 2 3 -5 7 6 -8 20 9 22 -12 -13 13 17 -16 -17 23 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.7171144054002951 -34206.189239892868 -3105.0807820955015 42190.738620032796 -23746.163381001879 -1990.5293594483196 -6828.0083806818184 -33658.710791115845 -4100.7971508886394 -4088.5310460600881 -18874.787374258667 -11069.214774428801 8562.2197378522815 -6465.6090220324131 3064.4114797247025 -7215.0316410894147 -18020.00453360871 7554.8447883880399 44100.083900623984 50683.860332093056 4437.0802368875457 -7711.5240516127415 -23084.352767155404 14659.150766601562 4244.8785175268558 6783.755866915385 46291.107103683782 -5.7051336276315592 2426.1316030583303 7763.7646717910757 -3828.7630302991292
leaf_weight=1454708 687 4236 81 699 20868 726 609 7024 1613 685 2584 4425 1814 1575 3969 679 139 611 158 1480 1953 998 160 6319 960 302 2682478 84226 5741 25657
leaf_count=1454708 687 4236 81 699 20868 726 609 7024 1613 685 2584 4425 1814 1575 3969 679 139 611 158 1480 1953 998 160 6319 960 302 2682478 84226 5741 25657
internal_value=0 -73.6336 -1948.64 -3652.83 -3316.22 -15563.4 -19067.6 -2886 -1629.54 3008.75 -2990.84 5182.68 1301.98 6140.11 -340.842 1818.53 2945.19 12119.9 18461.6 8898 -6707.05 -12910.5 -12525.2 6265 15376.5 34081.7 39.9734 1093.46 -2404.94 -1709.12
internal_weight=0 1.51938e+06 64667 42425 41726 1416 1335 40310 30335 6883 23452 6038 22242 5638 16604 12635 11956 3824 2249 1638 9975 2951 845 7720 1401 441 2.79879e+06 116311 32085 31398
internal_count=4318164 1519375 64667 42425 41726 1416 1335 40310 30335 6883 23452 6038 22242 5638 16604 12635 11956 3824 2249 1638 9975 2951 845 7720 1401 441 2798789 116311 32085 31398
is_linear=0
shrinkage=0.1


Tree=2108
num_leaves=31
num_cat=0
split_feature=3 5 0 0 1 4 1 5 1 1 5 1 1 0 1 1 0 0 1 0 1 1 1 0 0 5 5 1 5 5
split_gain=1.23574e+12 5.54277e+12 9.79598e+12 1.82984e+13 2.82556e+13 8.80026e+12 1.25907e+13 1.61405e+13 8.27663e+12 2.14767e+13 7.4396e+12 1.07689e+13 2.11982e+13 2.91081e+13 1.501e+13 1.2438e+13 1.80502e+13 3.6248e+13 2.28133e+13 1.14957e+13 1.64985e+13 1.11763e+13 1.60603e+13 3.9867e+13 4.80362e+13 1.49772e+13 1.45471e+13 1.21789e+13 2.95586e+13 1.07295e+13
threshold=2.5000000000000004 44.005000000000003 45.03656895000001 45.022371150000005 39.021425200000003 3.5000000000000004 38.975980350000007 94.040000000000006 38.975980350000007 38.969379750000009 47.815000000000005 40.247294600000011 49.111504200000006 57.814144100000007 49.236330900000006 44.083877800000003 55.795550600000006 55.784980300000008 47.208373000000009 55.885524800000006 48.712293450000011 82.968597500000016 82.911991800000024 54.943649450000002 54.864040150000001 77.715000000000018 79.010000000000005 82.897133550000021 56.205000000000005 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 -7 -4 -12 13 15 -14 -13 17 -17 -18 20 -20 22 27 24 -24 -26 -25 29 -29 -16
right_child=-2 2 10 4 -6 8 -8 -9 -10 -11 11 12 14 -15 21 16 18 -19 19 -21 -22 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-402.89258706170745 -8.7715016210725949 -222.53430199542632 3970.8774934382609 -30832.923889767746 17372.746636454263 -33499.60077427455 -11624.088709839987 -113424.55575000001 -33174.535937500004 86424.141531372079 3105.4941772004991 -1114.5097040083601 25658.598117052974 -51596.999670587073 1083.8070377533679 -18053.81489980172 -26541.409306924274 -129941.56631510417 -4986.0306492704512 -1089.116444047675 52305.630198309678 -2597.2547017926559 -44499.199595424114 5903.8317365373887 186445.39224537037 82948.180489586142 77015.277395833327 42109.232023654513 -53971.618618911882 12336.677724732923
leaf_weight=54239 4205107 7051 9955 442 240 28 436 25 31 32 14495 2960 245 138 12490 831 241 30 85 332 123 6736 21 700 27 29 30 45 111 909
leaf_count=54239 4205107 7051 9955 442 240 28 436 25 31 32 14495 2960 245 138 12490 831 241 30 85 332 123 6736 21 700 27 29 30 45 111 909
internal_value=0 326.252 998.633 -2188.57 -13422.4 -20857.8 -23844.8 -35254.3 8782.12 30459.7 1521.18 920.199 -294.226 -6343.58 1049.26 -4986.57 -11966.7 -21952.3 -958.113 10459.6 28893.2 763.481 2339.72 16044.8 84481 132849 8826.22 1523.78 -26256 1847.21
internal_weight=0 113057 58818 8285 1234 994 903 467 91 60 50533 40578 26083 4740 21343 4602 1642 861 781 540 208 21098 14362 807 77 56 730 13555 156 13399
internal_count=4318164 113057 58818 8285 1234 994 903 467 91 60 50533 40578 26083 4740 21343 4602 1642 861 781 540 208 21098 14362 807 77 56 730 13555 156 13399
is_linear=0
shrinkage=0.1


Tree=2109
num_leaves=31
num_cat=0
split_feature=5 2 0 1 0 1 5 0 1 1 3 5 1 1 4 0 6 3 0 1 0 0 0 0 3 1 0 1 1 1
split_gain=1.24654e+12 8.40607e+12 1.07235e+13 3.10815e+13 2.01145e+13 1.51873e+13 1.23671e+13 2.12765e+13 2.735e+13 4.13098e+13 1.27407e+14 4.12671e+13 4.43774e+13 4.1407e+13 2.52076e+13 2.45904e+13 2.45445e+13 2.24139e+13 2.20366e+13 2.30249e+13 3.16422e+13 1.01493e+14 2.94094e+13 3.85854e+13 2.88552e+13 2.51136e+13 2.45053e+13 2.05549e+13 3.50915e+13 2.38967e+13
threshold=42.005000000000003 1.5000000000000002 55.02863030000001 28.619594500000002 55.017766000000002 34.359746700000009 27.010000000000002 55.975961550000008 37.692869000000009 37.66934650000001 3.5000000000000004 32.615000000000009 37.214886200000009 37.597123000000003 1.0000000180025095e-35 55.551692500000009 1.5000000000000002 7.5000000000000009 55.91302515000001 37.582182450000005 55.727011600000004 55.784980300000008 55.727011600000004 55.719391050000006 6.5000000000000009 37.417247200000006 55.734663800000007 60.479177250000006 30.578016350000002 39.262370300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5 8 9 11 -11 12 -8 14 17 -14 -15 -13 19 22 -21 -22 23 -16 -24 -25 -26 28 -9 -30
right_child=-2 -3 3 6 -6 -7 7 27 -10 10 -12 13 15 16 18 -17 -18 -19 -20 20 21 -23 24 25 26 -27 -28 -29 29 -31
leaf_value=11761.18449002789 -41.239514758761395 -20.883471105418558 -28030.037458577248 -795.47166809436044 -7655.5990426889612 -7.0209775211057481 -4806.5751920715238 4623.0148910861917 2229.8081920901436 258756.48690625001 25320.835210623703 -16454.830418043868 6454.7637159709275 -59009.323178150611 8183.405979380067 33326.292598312197 -10820.75802579125 -125262.56925 41157.735352629788 2272.201500455998 248512.9847355769 20003.088108766235 9808.0803011216667 14912.081327980442 -110592.65535714287 123235.91492346941 -15544.161864756221 3917.9102362045983 -7951.9284483337997 -998.14524507254248
leaf_weight=1110 2717292 1383283 361 21907 3438 91019 629 8743 43731 25 361 78 464 122 2515 1280 791 25 183 121 26 77 601 38 28 49 868 11837 6495 20667
leaf_count=1110 2717292 1383283 361 21907 3438 91019 629 8743 43731 25 361 78 464 122 2515 1280 791 25 183 121 26 77 601 38 28 49 868 11837 6495 20667
internal_value=0 69.9992 647.77 1269.05 -145.49 134.766 1355.98 1828.47 3227.68 8497.31 40439.7 6935.6 17964.3 2196.16 6050.24 26177 -17260 -42864.5 7168.35 5729.52 36948.7 77685.2 4023.47 10448.3 -7143.8 75922.1 -18514.4 304.111 -887.27 -2660.94
internal_weight=0 1.60087e+06 217589 122022 95567 92129 121661 99754 52012 8281 386 7895 2373 5522 4609 1744 913 103 4506 4323 224 103 4099 2602 1497 87 896 47742 35905 27162
internal_count=4318164 1600872 217589 122022 95567 92129 121661 99754 52012 8281 386 7895 2373 5522 4609 1744 913 103 4506 4323 224 103 4099 2602 1497 87 896 47742 35905 27162
is_linear=0
shrinkage=0.1


Tree=2110
num_leaves=31
num_cat=0
split_feature=2 3 5 5 4 5 1 0 0 4 0 0 1 5 3 5 1 1 5 5 3 0 0 2 0 5 0 0 1 0
split_gain=1.38124e+12 9.73393e+12 1.77252e+13 4.55723e+13 2.98814e+13 2.63249e+13 4.15375e+13 3.64231e+13 3.62274e+13 5.04815e+13 5.68191e+13 4.94212e+13 4.3887e+13 3.79091e+13 3.60596e+13 3.9808e+13 3.22621e+13 3.16535e+13 3.06538e+13 2.48694e+13 2.37424e+13 2.47608e+13 2.77686e+13 1.96948e+13 1.86023e+13 1.80978e+13 4.53448e+13 5.19222e+13 3.47419e+13 2.48315e+13
threshold=5.5000000000000009 7.5000000000000009 105.35000000000001 132.05000000000004 1.5000000000000002 116.06000000000002 60.611165000000007 44.678200800000006 55.946414150000003 3.5000000000000004 59.882016200000002 55.769960200000007 50.388877400000005 128.92000000000004 6.5000000000000009 114.05000000000001 39.011252750000004 37.328003200000005 125.85000000000001 137.05000000000004 6.5000000000000009 43.465905150000005 44.874285750000006 11.500000000000002 54.725565150000001 100.05000000000001 55.777112100000004 44.893607100000004 82.902675200000019 55.993277250000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 5 -5 6 7 -4 11 10 -10 20 18 -13 -9 16 17 -16 -11 -6 24 -22 -23 25 -7 -2 27 -27 -29 -28
right_child=1 -3 3 4 19 8 -8 14 9 12 -12 13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=-48.688191089156838 -1573.4618049289043 93.560747556043566 -55140.805187136633 -105817.08332201088 50140.272377664733 -24167.551948529413 -76352.604008789058 -17195.704231394509 -23547.334649035398 -18343.036287715517 -208499.79000000001 -78988.913125000006 167554.03816964288 -248939.33199404762 13839.857285156249 128963.485546875 73857.731540905588 -126813.73853515624 105404.14400540866 2476.4826537241747 -155441.20776367188 40877.931510416674 -62918.128755763326 49744.55157791941 77205.41015625 -30269.312434895834 -116379.51953125 100493.40748993846 -20386.381992524246 -4465.8128803453947
leaf_weight=2480138 24044 1811470 86 23 129 85 75 173 98 87 20 35 21 21 80 44 71 20 26 723 24 30 183 76 23 60 24 132 29 114
leaf_count=2480138 24044 1811470 86 23 129 85 75 173 98 87 20 35 21 21 80 44 71 20 26 723 24 30 183 76 23 60 24 132 29 114
internal_value=0 65.6974 -1834.95 -10704.3 6656.91 -23342.5 -7202.56 3738.9 -36911.9 -7199.75 -54895.2 -55583.9 34800.7 -142720 16789.6 44135.8 22308.8 -14290.9 10129.8 9693.18 -41440 -59148.8 -48299 -1082.4 -2578.87 -1240.7 21046.1 49130.2 78720 -23929.1
internal_weight=0 1.83803e+06 26556 2077 875 1202 549 474 653 252 118 401 134 56 388 215 171 100 113 852 345 237 213 24479 108 24403 359 221 161 138
internal_count=4318164 1838026 26556 2077 875 1202 549 474 653 252 118 401 134 56 388 215 171 100 113 852 345 237 213 24479 108 24403 359 221 161 138
is_linear=0
shrinkage=0.1


Tree=2111
num_leaves=31
num_cat=0
split_feature=4 5 0 0 0 1 2 3 3 5 6 0 5 0 0 2 5 6 5 2 3 1 1 5 2 1 5 5 5 1
split_gain=1.26829e+12 3.09606e+13 3.81589e+13 4.75053e+13 4.25383e+13 3.22649e+13 4.3676e+13 2.89629e+13 2.83619e+13 1.03749e+14 5.14316e+13 9.15124e+13 9.72777e+13 9.75131e+13 5.43238e+13 8.47991e+13 5.33216e+13 4.94821e+13 1.25852e+14 9.55788e+13 6.54217e+13 7.37852e+13 9.2648e+13 7.97454e+13 6.7104e+13 8.50172e+13 5.95773e+13 5.65361e+13 9.89002e+13 1.01723e+14
threshold=2.5000000000000004 74.010000000000005 45.067452850000002 45.133160800000006 45.059881250000011 39.003296000000006 7.5000000000000009 20.500000000000004 16.500000000000004 70.00500000000001 1.5000000000000002 55.924336300000007 59.810000000000009 59.982527000000012 43.592450450000008 7.5000000000000009 58.005000000000003 1.5000000000000002 80.00500000000001 8.5000000000000018 12.500000000000002 30.323743050000001 30.207352000000004 90.015000000000015 8.5000000000000018 30.278357500000002 80.815000000000012 59.025000000000013 68.00500000000001 37.726745000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 -6 -7 -4 17 10 16 14 13 -13 15 -12 -10 18 27 -19 24 22 -22 26 -20 -26 -24 -2 -29 -30
right_child=8 2 3 -5 5 6 -8 -9 9 -11 11 12 -14 -15 -16 -17 -18 19 20 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=20.639814593113428 1419.6602639911825 665.54723829779823 -20335.14697843344 -2550.7754174816801 24768.110355693418 9771.0201278167515 -95392.195319733801 35604.482239650453 18228.377440677559 314.03962061586225 -174873.61916232575 -34584.819352948107 13696.089515283238 61245.027199317228 22127.301616287965 14454.257475656703 1117.9281708050119 -58.911865837569046 -938.64351916265423 -3750.31454022047 652.32641023229382 -4446.3459321419004 50752.033802083337 -20576.624626452816 58864.876045866942 5844.3636526047694 -96135.7419088842 18258.765112722034 -3609.7445956637853 10306.325714203989
leaf_weight=3258566 19371 18793 2020 65190 1216 147 54 97 2161 149142 36 986 1735 119 5721 69 11586 589236 54233 79620 610 14167 30 406 310 12378 347 7539 8482 13797
leaf_count=3258566 19371 18793 2020 65190 1216 147 54 97 2161 149142 36 986 1735 119 5721 69 11586 589236 54233 79620 610 14167 30 406 310 12378 347 7539 8482 13797
internal_value=0 -29.2107 -1885.32 -3029.53 1925.32 18633.2 -18481.8 -17772 100.549 1267.36 7611.04 13644.4 -1073.86 -24264.7 20819.1 -50458.2 3807.66 -149.503 1622.48 -498.333 -765.024 -6605.66 -28566.2 -51329.1 593.001 7139.79 -84447.1 5625.88 8358.42 5008.24
internal_weight=0 3.34608e+06 87517 67307 20210 1417 201 2117 972081 171555 22413 8666 2840 1105 5826 105 13747 800526 131670 668856 82481 15560 1393 783 66921 12688 377 49189 29818 22279
internal_count=4318164 3346083 87517 67307 20210 1417 201 2117 972081 171555 22413 8666 2840 1105 5826 105 13747 800526 131670 668856 82481 15560 1393 783 66921 12688 377 49189 29818 22279
is_linear=0
shrinkage=0.1


Tree=2112
num_leaves=31
num_cat=0
split_feature=5 5 2 3 0 3 4 1 1 3 1 1 1 2 0 2 0 0 2 0 3 0 4 6 0 5 2 5 1 1
split_gain=2.12499e+12 4.54005e+13 1.95469e+13 2.30845e+13 3.71914e+13 2.79231e+13 4.1523e+13 6.26838e+13 4.32377e+13 1.31339e+14 8.56486e+13 4.94557e+13 1.93458e+14 7.20154e+13 3.95001e+13 4.32439e+13 3.74439e+13 3.38636e+13 3.33114e+13 3.58814e+13 3.31335e+13 3.15137e+13 3.24293e+13 4.51666e+13 9.4685e+13 6.65369e+13 5.18615e+13 5.90313e+13 5.76067e+13 7.78852e+13
threshold=71.00500000000001 70.00500000000001 1.5000000000000002 4.5000000000000009 45.022371150000005 10.500000000000002 1.5000000000000002 30.226173900000003 30.278357500000002 8.5000000000000018 30.315880100000005 30.410108300000001 36.585378200000001 5.5000000000000009 59.939091550000008 2.5000000000000004 59.963407450000012 59.846652800000008 2.5000000000000004 59.963407450000012 6.5000000000000009 43.642715500000008 3.5000000000000004 1.5000000000000002 54.648549400000007 87.00500000000001 4.5000000000000009 98.020000000000024 37.642309100000013 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 17 9 18 16 14 13 20 -12 -16 -10 -5 -9 -20 -13 -8 23 24 -23 -26 27 28 -25 -30
right_child=2 -3 3 5 -6 -7 21 8 10 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.26480930862761515 -1575.1550151871497 -4162.8945411497361 6010.4735748087951 16164.117336647729 -3550.133309371307 -160.6729275086339 -3268.1323020878781 4320.4095977783209 141568.13190104169 90397.86159349524 -95129.609934082036 145758.42069052419 -10979.971224255945 283890.80513822119 123228.35850585937 -48072.80457938058 -13202.681392045457 96477.305864448062 -156213.17149725274 -31643.239264112904 -16925.616722470237 13791.369164418194 -445.31356424285025 13627.716918351782 -5333.3774121810702 1683.4235793251282 1553.64490494237 -737.01089601768979 -23354.804680598081 6062.6964393975641
leaf_weight=3633634 58759 26385 4734 165 28959 305585 13556 24 54 46 120 31 4088 26 20 56 22 77 91 31 21 4672 55081 10857 21962 35132 68218 11531 925 33302
leaf_count=3633634 58759 26385 4734 165 28959 305585 13556 24 54 46 120 31 4088 26 20 56 22 77 91 31 21 4672 55081 10857 21962 35132 68218 11531 925 33302
internal_value=0 -29.7473 165.428 336.061 -2206.83 487.517 1249.04 -7895.99 -10489.2 -56949.7 -8479.21 -10312.9 -8003.33 148003 -59403.4 -2993.55 96766.1 41718.3 -103374 -124560 80059.1 1423.6 1686.76 2316.11 104.324 -1015.69 3410.48 5647.87 7280.92 5267.68
internal_weight=0 3.66002e+06 658145 599386 33693 565693 260108 4872 4630 192 4438 4362 4166 78 196 76 76 242 146 122 52 255236 241680 186599 61766 57094 124833 56615 45084 34227
internal_count=4318164 3660019 658145 599386 33693 565693 260108 4872 4630 192 4438 4362 4166 78 196 76 76 242 146 122 52 255236 241680 186599 61766 57094 124833 56615 45084 34227
is_linear=0
shrinkage=0.1


Tree=2113
num_leaves=31
num_cat=0
split_feature=5 6 4 5 3 5 4 0 5 0 0 0 0 1 0 3 1 1 5 2 0 2 0 1 3 1 2 5 2 1
split_gain=1.80226e+12 2.47549e+13 3.67371e+13 7.47508e+13 6.6089e+13 5.89698e+13 6.07417e+13 5.95872e+13 6.42028e+13 5.44205e+13 8.63875e+13 7.00755e+13 7.18539e+13 5.20903e+13 6.16051e+13 5.12573e+13 4.94527e+13 1.17912e+14 5.22343e+13 4.92221e+13 4.73378e+13 5.29324e+13 4.96491e+13 5.23944e+13 5.05128e+13 7.73644e+13 4.84595e+13 6.59126e+13 5.93759e+13 5.01058e+13
threshold=81.910000000000011 1.5000000000000002 3.5000000000000004 109.05000000000001 8.5000000000000018 107.05000000000001 2.5000000000000004 43.642715500000008 99.555000000000021 55.755036050000008 54.99493995000001 45.133160800000006 45.091904500000005 30.259484550000003 54.725565150000001 15.500000000000002 37.362912300000012 37.712318250000003 87.395000000000024 12.500000000000002 59.939091550000008 3.5000000000000004 59.950068600000009 30.346469350000003 5.5000000000000009 30.370618100000005 9.5000000000000018 105.35000000000001 10.500000000000002 83.015546400000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 13 6 -3 8 15 10 11 12 -6 14 -4 -8 18 -18 -15 -17 26 -22 23 -23 -25 -26 29 28 -28 -9
right_child=1 2 3 -5 9 -7 7 20 -10 -11 -12 -13 -14 16 -16 19 17 -19 -20 -21 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-20.133555078770229 -906.48628117078135 -2221.2003371597048 -56188.475520833337 2295.8398748868563 1958.5853561960096 -2015.7931771623073 -23553.32043825907 3716.8969044108994 11889.779669444273 -14269.045591690316 5973.8114710824011 -17576.343728831558 135734.18220274392 -41423.132109647355 53993.232393973216 42935.03845490652 46966.220065344773 380.37580096326747 -5544.7163344666596 -40042.052793734685 -949.15621321627975 22964.193822249748 14501.860142261736 213951.91666666666 -80200.836082175927 111850.49827543218 -7894.3932959277827 -26404.029023978303 3011.9694103173883 13296.868620148058
leaf_weight=3935898 131110 23862 60 30871 1939 37960 2199 78801 1006 8396 5176 4880 41 502 329 239 575 9859 2117 102 2280 246 4401 30 27 94 6466 939 21893 5866
leaf_count=3935898 131110 23862 60 30871 1939 37960 2199 78801 1006 8396 5176 4880 41 502 329 239 575 9859 2117 102 2280 246 4401 30 27 94 6466 939 21893 5866
internal_value=0 207.3 788.725 -1263.45 -4507.19 1501.49 2400.89 3286.14 -9491.1 -8089.87 -3779.44 -11138.4 4728.69 938.52 36998.6 -17959.3 -136.128 2947.64 -12421.8 18114.9 3660.45 11595.8 17557.1 51426.4 97795.2 68996.1 3167.61 -337.821 525.262 4380.63
internal_weight=0 382266 251156 64745 33874 186411 148451 124589 3546 20432 12036 6860 1980 13442 389 2540 13053 10434 2619 341 121043 7078 4798 397 151 121 113965 29298 28359 84667
internal_count=4318164 382266 251156 64745 33874 186411 148451 124589 3546 20432 12036 6860 1980 13442 389 2540 13053 10434 2619 341 121043 7078 4798 397 151 121 113965 29298 28359 84667
is_linear=0
shrinkage=0.1


Tree=2114
num_leaves=31
num_cat=0
split_feature=0 5 5 5 5 3 2 3 6 5 5 6 4 3 1 1 5 3 1 5 3 3 2 6 2 5 5 3 3 0
split_gain=1.85293e+12 5.12991e+12 7.96753e+12 1.68403e+13 1.54879e+13 1.0024e+13 1.07186e+13 8.56501e+12 1.59064e+13 1.40089e+13 1.01606e+13 9.38971e+12 7.61062e+12 6.74229e+12 6.70548e+12 1.27954e+13 2.37087e+13 2.496e+13 1.21521e+13 2.10244e+13 4.20023e+13 1.00236e+13 1.81849e+13 1.16302e+13 2.37835e+13 1.288e+13 2.67707e+13 1.28716e+13 9.79917e+12 9.19119e+12
threshold=43.056445700000005 89.00500000000001 74.010000000000005 77.715000000000018 82.00500000000001 4.5000000000000009 10.500000000000002 11.500000000000002 1.5000000000000002 78.710000000000022 79.010000000000005 1.5000000000000002 2.5000000000000004 14.500000000000002 46.037218400000008 44.660994650000006 161.85000000000002 8.5000000000000018 47.473138800000008 177.02500000000003 6.5000000000000009 8.5000000000000018 3.5000000000000004 1.5000000000000002 2.5000000000000004 97.050000000000011 118.33500000000002 5.5000000000000009 5.5000000000000009 42.966471700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 8 12 13 11 -11 -5 -9 15 -3 21 28 19 -16 -21 23 -23 27 -25 -26 -27 -17 -18 -20
right_child=-2 14 3 4 5 6 -8 9 -10 10 -12 -13 -14 -15 18 16 17 -19 29 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=1003.5263025022471 -5.6789140961281364 -1519.0619750707092 -12272.427940292864 19558.468859179113 -32699.52691669171 -1794.8619081351533 -31825.597168493274 13802.136288339121 3283.0080742141708 -7972.3695312500004 -7499.6315876394074 -93531.182462284487 50952.167507324222 76228.559517045462 -5400.5591536415668 53778.198553466798 72739.183015950533 148300.728515625 555.61063087897162 7049.576171875 -184150.70109375002 86734.892267400573 13623.57800390625 23502.358570075758 -106892.46369628907 60033.874218750003 -103583.61890625001 -9161.7082391912299 -19657.546590909093 9824.3215805438394
leaf_weight=20603 4285952 453 1510 339 130 1663 128 81 853 23 276 29 100 22 763 64 24 28 2990 27 20 44 150 66 32 20 20 66 22 1666
leaf_count=20603 4285952 453 1510 339 130 1663 128 81 853 23 276 29 100 22 763 64 24 28 2990 27 20 44 150 66 32 20 20 66 22 1666
internal_value=0 755.605 123.853 -3392.62 286.994 -5887.28 -3941.11 7170.79 11243 -5036.35 -15139.2 -55687.9 26709.7 27135.9 3276.45 10853.6 21310.3 73860.7 1905.47 -9399.14 -74312.2 12893.1 30205.5 360.947 -19858 -59604.9 -21774.9 21824.1 28549.4 3872.12
internal_weight=0 32212 25757 5154 3644 1921 1791 1723 1292 431 328 52 439 103 6455 989 536 74 5466 810 47 462 194 268 138 72 40 130 46 4656
internal_count=4318164 32212 25757 5154 3644 1921 1791 1723 1292 431 328 52 439 103 6455 989 536 74 5466 810 47 462 194 268 138 72 40 130 46 4656
is_linear=0
shrinkage=0.1


Tree=2115
num_leaves=31
num_cat=0
split_feature=0 5 5 4 1 1 4 3 5 3 3 5 3 4 6 1 3 5 5 4 3 5 5 5 2 5 3 4 5 2
split_gain=1.50087e+12 5.1667e+12 8.37611e+12 1.03156e+13 1.09137e+13 9.37479e+12 7.66687e+12 6.37704e+12 5.58936e+12 5.56661e+12 5.33312e+12 6.03193e+12 4.92443e+12 4.77209e+12 3.39231e+13 4.66742e+12 4.64695e+12 8.7084e+12 1.65522e+13 4.43625e+12 3.82941e+12 8.17291e+12 6.98754e+12 5.49969e+12 1.58103e+13 2.00864e+13 4.46061e+13 1.30403e+13 2.1175e+13 1.23202e+13
threshold=43.056445700000005 39.995000000000012 48.510000000000012 1.5000000000000002 47.854228500000012 47.981192400000005 4.5000000000000009 5.5000000000000009 105.35000000000001 4.5000000000000009 1.5000000000000002 88.015000000000015 10.500000000000002 5.5000000000000009 1.5000000000000002 44.660994650000006 3.5000000000000004 110.05000000000001 150.04500000000004 1.5000000000000002 2.5000000000000004 112.04500000000002 137.05000000000004 109.05000000000001 8.5000000000000018 110.05000000000001 12.500000000000002 4.5000000000000009 161.85000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 16 13 -6 9 15 -8 10 -7 -12 -9 20 -15 19 -4 -18 -19 -3 21 -5 -23 -22 25 26 -25 28 -26 -27
right_child=-2 2 3 4 5 6 8 12 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 -21 23 22 -24 24 27 29 -28 -29 -30 -31
leaf_value=-3499.4747878966359 -5.1110215058756978 12454.285704492188 23567.547446986609 16916.435455483832 -23331.150098706676 27505.068465909091 3542.8199218750001 -932.94741269859173 73324.780388849424 -1938.3016281609789 -12470.437601273148 -49943.873803323419 9508.2864712380087 -123560.80498511906 50474.983723958336 10944.638247680665 -4782.3610012875606 -100919.76273148149 7883.4228448275862 -11752.219023577374 1030.759535492185 -68731.869744318174 12937.761601562501 23229.477096737133 -12496.34887794512 4322.1700462394592 171613.56028362771 -74469.021073545257 55547.336874808527 34783.457054148712
leaf_weight=2709 4285952 125 56 340 276 22 24 1906 22 1235 135 63 592 21 24 1814 3066 27 29 192 17056 22 20 170 443 1575 23 29 51 145
leaf_count=2709 4285952 125 56 340 276 22 24 1906 22 1235 135 63 592 21 24 1814 3066 27 29 192 17056 22 20 170 443 1575 23 29 51 145
internal_value=0 680.045 1063.81 336.939 1116.34 -6392.73 -3278.14 4969.68 36916.8 -4548.91 -19203.9 -24393.8 1541.52 1786.24 -30741.7 8988.24 -4984 -5496.13 -44575.3 -2207.07 1859.89 11775.5 -29841.6 1665.57 6110.25 10322.6 40912.6 -9297.46 -5471.6 6890.13
internal_weight=0 32212 29503 24874 21696 1777 1501 4629 46 1455 220 198 2498 19919 45 2131 3178 3122 56 317 19874 382 42 19492 2436 1913 193 523 494 1720
internal_count=4318164 32212 29503 24874 21696 1777 1501 4629 46 1455 220 198 2498 19919 45 2131 3178 3122 56 317 19874 382 42 19492 2436 1913 193 523 494 1720
is_linear=0
shrinkage=0.1


Tree=2116
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 1 5 1 1 5 3 6 4 5 0 0 0 1 0 3 0 1 5 5 0 0 5 5 5 0
split_gain=1.51462e+12 9.16023e+12 2.99307e+13 7.19881e+13 7.1081e+13 9.743e+13 1.59812e+14 8.93607e+13 8.20014e+13 6.80798e+13 5.53021e+13 1.17311e+14 1.20783e+14 8.2598e+13 7.38258e+13 5.07842e+13 4.82425e+13 4.6663e+13 8.64365e+13 6.0874e+13 8.89377e+13 6.35824e+13 8.15333e+13 6.97949e+13 6.9243e+13 6.00306e+13 9.15011e+13 6.44132e+13 4.52615e+13 1.08936e+14
threshold=5.5000000000000009 82.95335685000002 82.871296800000025 65.610478850000007 55.046835900000012 82.897133550000021 77.00500000000001 82.926290250000008 82.888608650000023 60.905000000000008 10.500000000000002 1.5000000000000002 2.5000000000000004 79.730000000000018 55.02863030000001 54.934662400000008 57.157092150000004 82.91993380000001 55.02863030000001 20.500000000000004 54.940316550000006 82.911991800000024 60.310000000000009 74.610000000000014 54.986619450000006 55.020029900000004 120.05000000000001 92.035000000000011 97.050000000000011 55.039751500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 17 -8 -5 11 12 -9 14 -13 -12 -11 19 -19 20 -4 -22 -23 24 -24 -25 27 -27 -17 -30
right_child=1 -3 4 9 5 -7 8 10 -10 16 15 13 -14 -15 -16 28 -18 18 -20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-50.984745479021683 172.66590914509777 -389.07177485643979 -6874.5679105712888 -1950.7324267325273 10406.558415461979 -2643.0077333418221 222542.30534722225 50518.573927919708 70252.036852657431 -17461.20947694144 -37525.818689612563 26249.273329164927 232102.73612500002 54334.321221051905 -8289.5657344990486 10971.111178899046 558.13482436523134 -11045.270991249708 49153.276988002239 -5964.9168104584496 7390.9363229013579 2404.1519505262377 6562.5959866431458 -10459.312309194713 182303.861015414 56192.819474085365 11327.57592163086 224539.449877451 -13895.931743688696 48124.290376093872
leaf_weight=2480138 1370313 353022 4625 21943 1696 33754 45 137 165 5787 245 1310 50 504 1173 11341 1999 4459 252 6003 16158 384 31 130 81 41 100 51 1894 333
leaf_count=2480138 1370313 353022 4625 21943 1696 33754 45 137 165 5787 245 1310 50 504 1173 11341 1999 4459 252 6003 16158 384 31 130 81 41 100 51 1894 333
internal_value=0 68.7962 177.643 67.0474 2000.08 -1400.91 20595.8 4460.01 102886 -4801.28 10332 22234.9 99070.5 17424.6 9932.7 7596.9 -12834.9 1373.29 -7825.14 2943.13 5418.71 8767.93 35967.9 65664.8 133661 42013.9 77542.6 149515 8411.69 -4622.14
internal_weight=0 1.83803e+06 1.485e+06 1.40004e+06 84962 35660 1906 49302 210 29729 16987 3174 187 2987 2483 13813 7786 32315 4711 27604 21601 16976 818 434 112 322 192 92 13568 2227
internal_count=4318164 1838026 1485004 1400042 84962 35660 1906 49302 210 29729 16987 3174 187 2987 2483 13813 7786 32315 4711 27604 21601 16976 818 434 112 322 192 92 13568 2227
is_linear=0
shrinkage=0.1


Tree=2117
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 0 0 5 1 0 5 0 1 1 5 1 1 1 0 5 5 1 0 0 5 5 5 0 4 1
split_gain=1.52298e+12 1.37609e+13 1.72583e+13 2.49669e+13 3.41489e+13 8.11401e+13 3.60185e+13 3.02112e+13 3.56547e+13 3.68873e+13 2.82973e+13 2.37472e+13 2.44438e+13 5.99304e+13 2.25962e+13 2.25651e+13 2.10233e+13 2.2134e+13 2.05164e+13 1.88226e+13 1.8432e+13 2.13089e+13 1.82666e+13 2.7172e+13 1.80308e+13 1.73877e+13 1.66745e+13 3.06659e+13 2.59578e+13 4.90717e+13
threshold=18.500000000000004 16.500000000000004 37.615058950000012 37.342273500000012 55.674875350000008 55.820531900000013 55.657530000000008 37.995000000000012 37.475443250000005 55.755036050000008 88.015000000000015 55.601678500000013 37.503486000000002 37.417247200000006 56.835000000000008 37.487839250000007 37.362912300000012 37.582182450000005 55.518428350000008 96.015000000000015 61.845000000000006 37.417247200000006 55.727011600000004 55.745923000000012 46.010000000000012 59.510000000000012 93.00500000000001 54.484631300000011 3.5000000000000004 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 26 6 7 11 -6 22 14 16 18 13 -13 -10 -12 -7 20 19 -5 -18 -22 -9 -24 -8 -11 -3 -28 -29 -30
right_child=-2 2 -4 4 5 10 24 8 9 25 15 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=40.63304928442642 -147.74601987799895 305.97104669412232 -929.09830502524619 -15864.206923400676 -2240.5118640988371 49758.539562136633 -10909.690252976192 -109226.03068910258 -125332.97092391305 -142454.99970238094 7239.7257601351348 -33219.405148654514 22969.910264295213 -212097.83991477272 -260215.97261284722 137023.90606398811 -14270.58841129063 59130.781216049196 8070.8829599763085 -109765.77663043479 -102493.78374720982 -31907.395208908842 43670.178259277345 -82975.020225694461 100187.10589294434 -20113.681971153848 59246.81537224265 -75862.05035445602 -86570.646733940986 71679.323246729662
leaf_weight=3689517 600644 3137 22300 297 43 43 21 39 23 21 37 126 47 22 27 21 461 32 683 23 56 181 32 36 48 26 34 108 36 43
leaf_count=3689517 600644 3137 22300 297 43 43 21 39 23 21 37 126 47 22 27 21 461 32 683 23 56 181 32 36 48 26 34 108 36 43
internal_value=0 23.8715 -2184.54 -7093.58 -15011.3 -28093.9 -3880.19 -78416.2 -94472.9 -138381 -13136.5 -7926.61 -39857.5 -59809.4 -198170 54230.5 -18191.2 -22193.8 -1718.71 -22613.4 -25922.1 -48586 -54667.9 -23377.3 66375 -74776.8 -1564.39 -28113.3 -43997 -434.587
internal_weight=0 3.71752e+06 28003 5703 2345 1078 1267 247 204 97 831 1198 195 148 50 58 773 730 1003 320 698 237 107 68 69 47 3358 221 187 79
internal_count=4318164 3717520 28003 5703 2345 1078 1267 247 204 97 831 1198 195 148 50 58 773 730 1003 320 698 237 107 68 69 47 3358 221 187 79
is_linear=0
shrinkage=0.1


Tree=2118
num_leaves=31
num_cat=0
split_feature=2 1 1 5 3 1 0 0 0 3 0 0 3 0 1 0 1 1 0 1 5 1 1 5 2 6 0 5 0 6
split_gain=1.39902e+12 8.93694e+12 2.96478e+13 9.78951e+13 5.12931e+13 9.43796e+13 1.11623e+14 5.68496e+13 9.38806e+13 6.82902e+13 4.71993e+13 4.55683e+13 6.50947e+13 1.14755e+14 1.54789e+14 1.44599e+14 9.37913e+13 8.47197e+13 6.38396e+13 3.31536e+14 5.74701e+13 6.7726e+13 9.9664e+13 6.93485e+13 7.73447e+13 5.31571e+13 5.29003e+13 2.33575e+14 5.03441e+13 5.84325e+13
threshold=5.5000000000000009 37.869926150000005 37.342273500000012 120.05000000000001 11.500000000000002 37.39371280000001 55.87722990000001 55.719391050000006 55.619594000000006 9.5000000000000018 56.501468900000013 53.973051950000006 9.5000000000000018 55.755036050000008 37.559851850000008 55.645049100000001 37.692869000000009 37.792847950000002 55.769960200000007 37.642309100000013 44.205000000000005 37.516458750000005 37.436176200000013 45.005000000000003 10.500000000000002 1.5000000000000002 55.806974650000008 64.805000000000021 55.860536450000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 -9 11 -7 -13 15 26 -14 20 -18 19 -16 -17 22 -22 -23 25 -25 27 -15 29 -20
right_child=1 -3 3 -5 -6 10 -8 9 -10 -11 -12 12 13 14 18 16 17 -19 28 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-49.000502299158391 -295.22627536739856 -80.721614890108853 1292.208959352394 33301.878904943958 476.16227636551514 -5602.1292732418196 143541.22953668909 -1651.2987574135386 52835.058293759794 -157373.45638786766 -98997.284444444449 2678.806773240316 8420.617239577803 195914.48297275641 -446446.18958333333 31357.014514435799 -12167.270029754218 73896.161287483628 -9785.0587368088582 -2213.1043968563986 62585.532114487214 249396.45236653645 -143043.13863699776 134986.87078743256 271513.61304347828 60672.946792007788 31363.219935227513 -166714.82574728262 -31144.595137657627 45536.60207410805
leaf_weight=2480138 295134 1273348 662 944 229977 4805 79 164 758 34 45 26074 2097 78 21 310 363 167 841 84 149 30 28 139 23 313 357 23 732 247
leaf_count=2480138 295134 1273348 662 944 229977 4805 79 164 758 34 45 26074 2097 78 21 310 363 167 841 84 149 30 28 139 23 313 357 23 732 247
internal_value=0 66.1188 397.244 1155.46 1042.48 4414.54 27473.6 21806.5 28805.9 -28391.5 3354.82 3479.7 4840.17 14229.6 -2810.43 25449.9 48912.7 14950.8 -15242 -91059.7 67057.7 83285.3 30056.7 101942 92628.7 83526.1 49440.1 113336 -10867.9 2774.18
internal_weight=0 1.83803e+06 564678 269544 268600 38623 1697 1618 1420 198 36926 36881 32076 6002 2383 3619 1522 530 1925 105 992 682 177 505 475 452 458 101 1820 1088
internal_count=4318164 1838026 564678 269544 268600 38623 1697 1618 1420 198 36926 36881 32076 6002 2383 3619 1522 530 1925 105 992 682 177 505 475 452 458 101 1820 1088
is_linear=0
shrinkage=0.1


Tree=2119
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 5 1 1 0 5 2 0 5 3 0 5 5 0 3 1 1 0 1 0 1 3 6 0 5 3
split_gain=1.49639e+12 1.34115e+13 3.80944e+13 4.16201e+13 6.76779e+13 3.10313e+13 4.35755e+13 3.75171e+13 7.54144e+13 5.98115e+13 1.02388e+14 3.25534e+13 3.22429e+13 2.80449e+13 2.71873e+13 2.72885e+13 2.70007e+13 2.6753e+13 6.04931e+13 4.26211e+13 6.01579e+13 5.10916e+13 3.2707e+13 3.11141e+13 2.65094e+13 2.6239e+13 5.6014e+13 8.21515e+13 5.09839e+13 3.66815e+13
threshold=39.694727950000008 57.60800230000001 16.500000000000004 24.500000000000004 58.000519000000004 36.995000000000012 57.550671000000001 56.135466100000009 59.609407350000005 132.05000000000004 2.5000000000000004 63.563300600000012 120.05000000000001 3.5000000000000004 60.693675950000006 225.45000000000002 68.00500000000001 57.945214300000011 13.500000000000002 61.463701450000009 60.08989780000001 63.563300600000012 59.76223980000001 59.755965500000009 56.135466100000009 8.5000000000000018 1.5000000000000002 57.945214300000011 62.710000000000008 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 16 -5 -3 7 11 9 13 -11 -7 17 -9 15 -14 -4 18 -8 20 21 23 -23 -19 -6 26 27 -15 -29 -30
right_child=1 2 3 4 24 6 12 8 -10 10 -12 -13 14 25 -16 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-69.284236243186626 -8.4776574585526472 -1235.8723287570338 -4273.6214817905939 21768.680100167949 -29247.473884600902 1712.6153438820691 5873.4775074955433 -9003.0441787347572 -12938.142963397389 -105804.28985861075 130612.60694878473 10345.09883777414 -92375.080512791057 -77523.514390625001 -7713.7678848930027 12241.362019116952 -16187.309989793292 -5163.3056111773622 -54841.897559175035 61.788523837978097 -27264.791005104205 25932.636001168928 -57102.510998774509 -34811.187525969282 -505.05968709925457 6541.5632811313162 12275.192600825976 30881.57450727274 124316.57707449778 37270.279498126059
leaf_weight=1810376 2356990 32286 8277 1474 415 56003 7069 779 1585 23 90 4738 102 50 184 33 2470 2374 168 14821 1513 679 51 416 1415 7579 5677 313 140 74
leaf_count=1810376 2356990 32286 8277 1474 415 56003 7069 779 1585 23 90 4738 102 50 184 33 2470 2374 168 14821 1513 679 51 416 1415 7579 5677 313 140 74
internal_value=0 50.0164 964.285 -3994.07 5821.63 1473.77 2311.24 3529.41 7787.75 10018.7 82492.4 2385.98 -1113.11 9458.22 -32719.8 -66802.2 -7011.76 -740.94 4464.03 -2638.21 -10589.1 -3421.34 20131.6 -9583.92 -7023.15 10497.9 15292.3 44977.6 56600.1 94216.5
internal_weight=0 2.50779e+06 150798 14051 3304 136747 104461 77051 16310 14725 113 60741 27410 14612 319 135 10747 27091 7237 19854 5033 3520 730 2790 1830 13833 6254 577 527 214
internal_count=4318164 2507788 150798 14051 3304 136747 104461 77051 16310 14725 113 60741 27410 14612 319 135 10747 27091 7237 19854 5033 3520 730 2790 1830 13833 6254 577 527 214
is_linear=0
shrinkage=0.1


Tree=2120
num_leaves=31
num_cat=0
split_feature=5 4 0 1 5 0 1 5 5 5 5 5 5 5 0 0 2 3 0 3 1 3 0 2 0 5 5 3 5 2
split_gain=1.40439e+12 9.53298e+12 1.11427e+13 2.6164e+13 3.15502e+13 1.53361e+13 1.79087e+13 2.15924e+13 3.80493e+13 1.901e+13 2.55002e+13 2.20744e+13 1.91099e+13 1.21619e+13 5.02783e+13 2.78974e+13 1.41878e+13 1.77224e+13 1.35402e+13 1.7223e+13 1.12045e+13 2.78014e+13 3.45727e+13 2.26374e+13 3.54801e+13 5.30744e+13 2.74607e+13 2.25996e+13 1.86541e+13 1.63014e+13
threshold=42.005000000000003 1.0000000180025095e-35 59.755965500000009 37.214886200000009 120.05000000000001 61.785186750000001 30.315880100000005 85.91500000000002 120.05000000000001 72.010000000000005 64.020000000000024 46.405000000000008 44.605000000000011 73.405000000000015 59.932719750000011 59.982527000000012 2.5000000000000004 8.5000000000000018 59.963407450000012 15.500000000000002 38.233559750000005 21.500000000000004 55.801980100000009 1.5000000000000002 55.885524800000006 72.705000000000013 123.15000000000002 24.500000000000004 54.990000000000002 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -9 10 11 12 -4 16 -15 -16 17 -8 19 -18 21 23 29 24 25 28 -25 -24 -5 -23
right_child=1 -3 5 20 -6 -7 13 8 -10 -11 -12 -13 -14 14 15 -17 18 -19 -20 -21 -22 22 27 26 -26 -27 -28 -29 -30 -31
leaf_value=74.299274562601212 20007.913680542715 -66.972880075612323 -10074.330078125 -70608.48600153689 132340.96099537038 40581.796437500001 -135243.46272860441 167273.2578125 -25452.977901785714 -101076.11577380954 100371.18504971592 -40108.26424056587 112693.04734002976 -154743.33700086805 87710.811086309535 -77314.042517089852 56641.823992800251 -15305.588950892859 -39979.70784265855 -35242.18092830883 1736.0670079344245 76737.147762522975 61314.686937500002 -5896.0625616190782 61710.206090198866 -220093.07280505952 -103004.87604166666 -49658.999674213796 36802.944176136363 -21999.292280273439
leaf_weight=1600872 338 2676233 32 61 27 50 22 20 21 21 22 109 21 36 21 20 51 28 68 34 38753 102 25 993 22 21 30 69 22 20
leaf_count=1600872 338 2676233 32 61 27 50 22 20 21 21 22 109 21 36 21 20 51 28 68 34 38753 102 25 993 22 21 30 69 22 20
internal_value=0 -43.7729 1468.41 1664.91 28317.5 -12342.3 -17373.1 2312.58 68559.8 -10936.9 -649.235 -14368.1 38569.3 -34668.4 -68508 7210.88 -21832.7 -68078.3 -6719.75 19888.2 1422.42 -7482.14 25433.3 -13669.9 -53664.9 -78071.2 -8743.83 -20144.7 -42138 60550.8
internal_weight=0 2.71729e+06 41059 40483 365 576 526 246 41 205 184 162 53 280 77 41 203 50 153 85 40118 1365 216 1149 126 104 1023 94 83 122
internal_count=4318164 2717292 41059 40483 365 576 526 246 41 205 184 162 53 280 77 41 203 50 153 85 40118 1365 216 1149 126 104 1023 94 83 122
is_linear=0
shrinkage=0.1


Tree=2121
num_leaves=31
num_cat=0
split_feature=5 5 2 4 5 0 1 3 5 1 3 3 3 5 5 3 2 0 0 1 1 3 2 6 0 1 3 3 3 1
split_gain=1.37399e+12 3.69937e+13 1.75556e+13 3.27406e+13 2.3015e+13 3.09043e+13 2.61397e+13 4.70482e+13 5.47759e+13 1.23454e+14 6.13679e+13 4.78867e+13 3.9108e+13 3.73476e+13 1.1136e+14 2.87576e+13 2.25871e+13 4.21701e+13 2.22476e+13 4.04778e+13 8.47338e+13 5.6873e+13 3.62637e+13 7.38954e+13 8.54619e+13 7.21623e+13 6.85314e+13 5.94974e+13 5.57413e+13 6.94833e+13
threshold=71.00500000000001 70.00500000000001 2.5000000000000004 3.5000000000000004 107.05000000000001 51.67657710000001 38.984911950000004 3.5000000000000004 116.06000000000002 38.92948375000001 4.5000000000000009 20.500000000000004 21.500000000000004 161.85000000000002 132.05000000000004 10.500000000000002 1.5000000000000002 45.040161900000008 59.950068600000009 37.66934650000001 37.767735350000002 9.5000000000000018 1.5000000000000002 1.5000000000000002 59.932719750000011 37.620907050000007 13.500000000000002 17.500000000000004 3.5000000000000004 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 18 6 7 -6 -9 10 -10 13 -8 14 15 -11 -12 -18 19 22 21 -21 -2 25 27 26 -24 -25 29 -26
right_child=2 -3 -4 -5 5 -7 12 8 9 11 16 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=3.1712929384104336 -2463.5646409787914 -3754.8244070776063 398.7142705886406 2204.9138954966447 -21839.269395110568 -9908.9171307849338 -2256.2492860668513 854.02268364138729 151870.45414402173 154917.05269015333 -69871.730115927421 11694.655516098486 -112141.44128787878 27056.35142045455 338264.56422413792 32394.27838541667 -44183.637138500548 96533.168382352946 -7468.3311404805254 -42441.016197609875 -1335.9146386173725 -8309.1695142426779 -17715.246705155118 12678.946632597339 253091.00899784482 51951.142624753666 7664.0252017267985 -16700.8038203258 39209.0099870138 42387.296001838236
leaf_weight=3633634 7116 26385 520419 27657 236 6843 1747 328 23 53 62 33 33 22 29 30 57 34 5358 817 73690 1213 2410 6504 29 222 1905 771 470 34
leaf_count=3633634 7116 26385 520419 27657 236 6843 1747 328 23 53 62 33 33 22 29 30 57 34 5358 817 73690 1213 2410 6504 29 222 1905 771 470 34
internal_value=0 -23.92 133.022 -870.938 -1643.81 -6340.51 2747.16 16564.4 30071.6 58011.4 -428.218 119600 -4293.45 146174 169572 110632 -23322.8 8391.87 -1198.61 -845.669 -1891.14 -22046 3222.1 6499.47 12397.1 -3650.13 -6510.72 9565.3 51048.9 139378
internal_weight=0 3.66002e+06 658145 137726 110069 9530 2687 907 671 343 176 167 1780 134 112 83 153 91 100539 95181 75720 2030 19461 12345 7808 4537 4315 7275 533 63
internal_count=4318164 3660019 658145 137726 110069 9530 2687 907 671 343 176 167 1780 134 112 83 153 91 100539 95181 75720 2030 19461 12345 7808 4537 4315 7275 533 63
is_linear=0
shrinkage=0.1


Tree=2122
num_leaves=31
num_cat=0
split_feature=1 0 0 3 5 4 3 5 5 5 5 5 5 3 0 5 3 4 0 3 2 5 6 5 4 5 5 2 4 5
split_gain=1.40332e+12 2.9003e+13 2.18607e+13 2.71737e+13 2.86714e+13 4.18413e+13 4.09427e+13 3.82195e+13 3.32644e+13 3.49188e+13 3.51147e+13 6.78873e+13 3.23959e+13 6.40028e+13 2.78128e+13 7.24017e+13 2.61357e+13 4.10711e+13 6.50527e+13 3.22651e+13 6.02107e+13 2.89034e+13 2.60665e+13 2.51995e+13 7.85999e+13 8.63554e+13 4.68804e+13 4.62817e+13 4.01767e+13 7.87089e+13
threshold=28.619594500000002 59.609407350000005 54.725565150000001 9.5000000000000018 103.45000000000002 2.5000000000000004 8.5000000000000018 110.05000000000001 68.00500000000001 61.405000000000008 65.045000000000016 65.50500000000001 107.05000000000001 6.5000000000000009 54.736324100000012 77.00500000000001 8.5000000000000018 3.5000000000000004 54.736324100000012 3.5000000000000004 3.5000000000000004 116.06000000000002 1.5000000000000002 99.555000000000021 2.5000000000000004 68.52500000000002 68.00500000000001 1.5000000000000002 3.5000000000000004 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 5 8 -7 12 9 -4 -11 -12 13 -6 15 -8 19 -18 -19 -9 -21 -22 -16 24 25 26 -1 -27 -25 -30
right_child=-2 -3 3 -5 7 6 14 16 -10 10 11 -13 -14 -15 22 -17 17 18 -20 20 21 -23 -24 28 -26 27 -28 -29 29 -31
leaf_value=-2142.4140239155581 -5.2957697690271539 -50658.051383167622 3143.946838409765 -2580.1226372718443 57532.291774164245 11036.107290195818 -62227.948379629634 42995.571832997317 -15647.984077496323 36037.949037986276 -90846.609457310275 18803.22321242241 -126709.55678013393 -129243.68127441406 3063.0500727982958 123129.30825195313 -40130.625453629036 246070.73250000004 13239.1484375 -84853.378357473732 76104.204832848845 -11711.268974304199 47088.16111277321 19730.500680330777 -18249.608912238051 -25700.385861320141 -53519.605614691849 23233.962108249703 -54090.218139162105 21186.892353295822
leaf_weight=13338 4281218 110 6181 5138 43 1978 27 93 786 692 70 292 49 32 220 96 31 20 30 113 43 292 346 1257 2717 214 180 1996 251 311
leaf_count=13338 4281218 110 6181 5138 43 1978 27 93 786 692 70 292 49 32 220 96 31 20 30 113 43 292 346 1257 2717 214 180 1996 251 311
internal_value=0 613.662 766.77 3460.61 6175.08 7498.04 18348.7 -12779.1 3890.16 6012.75 22836.4 -2399.78 -63473.2 -22158.8 39342 82441.1 -2672.85 50303 106372 -10604.5 -21731.3 -439.432 29975.9 -1436.26 -2543.68 169.51 -2826.53 18495.5 9793.14 -12433.3
internal_weight=0 36946 36836 16572 11434 10688 2667 746 8021 7235 1054 362 124 75 689 123 622 81 50 541 448 335 566 20264 18445 15728 13518 2210 1819 562
internal_count=4318164 36946 36836 16572 11434 10688 2667 746 8021 7235 1054 362 124 75 689 123 622 81 50 541 448 335 566 20264 18445 15728 13518 2210 1819 562
is_linear=0
shrinkage=0.1


Tree=2123
num_leaves=31
num_cat=0
split_feature=3 4 5 1 0 0 5 1 1 5 0 0 5 5 5 0 5 1 4 5 0 1 1 5 1 5 1 0 5 1
split_gain=1.3222e+12 5.61335e+12 1.22317e+13 1.73414e+13 2.08189e+13 2.14329e+13 1.57828e+13 1.38703e+13 3.09395e+13 1.05305e+13 9.35481e+12 8.05696e+12 7.71487e+12 9.18293e+12 8.93256e+12 7.62802e+12 8.27328e+12 1.08503e+13 1.94852e+13 1.00846e+13 2.74449e+13 7.74214e+12 1.16807e+13 2.03266e+13 8.64293e+12 1.32209e+13 8.36851e+12 7.55296e+12 9.56344e+12 1.37294e+13
threshold=2.5000000000000004 2.5000000000000004 55.990000000000002 30.305955500000003 54.736324100000012 59.863160500000006 65.50500000000001 30.388336800000001 30.425002000000003 58.305000000000007 46.672631750000008 44.039893800000009 54.035000000000004 63.855000000000011 63.455000000000005 45.254062050000009 161.85000000000002 43.048525950000005 3.5000000000000004 142.05000000000004 44.732363600000006 37.417247200000006 39.863684800000009 120.05000000000001 40.810045900000013 78.710000000000022 39.787929450000007 43.592450450000008 95.020000000000024 46.037218400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 -6 9 -5 -9 -7 15 -1 -12 14 -14 16 19 18 -18 -3 -21 -17 23 26 25 -24 -23 28 -10 -30
right_child=-2 10 3 7 5 6 -8 8 27 -11 12 -13 13 -15 -16 21 17 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=6275.1585034151476 -9.0731837271232596 -67.732484491133732 118911.86619318182 -67010.49032118055 -36943.154993872551 57664.706274414064 118100.45326704546 116415.31514136906 2573.2160141453601 -27134.698321759261 -936.07129338453854 69.353540504366649 5786.4868940555971 1668.5649635370305 36817.192264378325 14364.302587226299 -23796.041048177085 -6954.9040364583334 85820.904578125002 -103200.97431344698 28953.955781249999 -12253.530473645242 5241.2563244676039 -116199.1499609375 -11508.758481314357 67694.671183894228 -58467.877059117767 -5925.8496957178886 109673.32714288885 1357.1083125
leaf_weight=2155 4205107 6508 22 36 51 32 22 21 231 27 5343 71635 7071 11989 94 147 24 60 50 33 30 884 259 20 261 39 41 5925 22 25
leaf_count=2155 4205107 6508 22 36 51 32 22 21 231 27 5343 71635 7071 11989 94 147 24 60 50 33 30 884 259 20 261 39 41 5925 22 25
internal_value=0 337.473 -113.501 -4302.21 28849.4 13839 45812.9 -5117.76 -4759.77 18858.2 1438.44 250.591 2423.97 3361.26 6193.59 -1450.83 48.4459 24646.6 50269.5 -453.176 -40270.1 -7539.64 -9680.52 -16458.5 1777.8 13414.7 -14302 -5170 10939.4 52058.3
internal_weight=0 113057 80204 6414 154 132 81 6260 6224 59 32853 73790 24497 19154 7165 8356 6705 134 74 6571 63 1651 1504 945 559 298 925 6203 278 47
internal_count=4318164 113057 80204 6414 154 132 81 6260 6224 59 32853 73790 24497 19154 7165 8356 6705 134 74 6571 63 1651 1504 945 559 298 925 6203 278 47
is_linear=0
shrinkage=0.1


Tree=2124
num_leaves=31
num_cat=0
split_feature=2 6 3 5 1 5 0 0 0 4 5 0 0 3 1 0 0 5 1 0 2 3 1 0 3 1 2 5 0 1
split_gain=1.29073e+12 7.69749e+12 3.3474e+13 3.80613e+13 5.73116e+13 2.89322e+13 2.84478e+13 4.02255e+13 9.52378e+13 6.55056e+13 2.92535e+13 2.54195e+13 2.46209e+13 2.05073e+13 4.74264e+13 4.45949e+13 1.14087e+14 9.12678e+13 7.98341e+13 1.46732e+14 8.71282e+13 6.45096e+13 6.30483e+13 6.44428e+13 5.84172e+13 7.37757e+13 6.29439e+13 6.25749e+13 5.26343e+13 4.95983e+13
threshold=14.500000000000002 1.5000000000000002 16.500000000000004 83.010000000000005 44.660994650000006 31.990000000000006 56.009576300000013 55.674875350000008 55.664473600000008 2.5000000000000004 67.520000000000024 55.74310830000001 56.863241500000008 24.500000000000004 37.66934650000001 55.86787755000001 55.645049100000001 57.995000000000012 37.39371280000001 55.619594000000006 21.500000000000004 17.500000000000004 37.328003200000005 55.701368300000006 23.500000000000004 37.542000650000013 16.500000000000004 42.205000000000005 55.701368300000006 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 7 8 -2 -9 -11 -12 -6 14 15 16 18 21 20 -20 -7 -18 -19 29 27 26 -26 -23 -27 -24
right_child=1 -3 5 4 12 13 -8 9 -10 10 11 -13 -14 -15 -16 -17 17 22 19 -21 -22 24 23 -25 25 28 -28 -29 -30 -31
leaf_value=-15.933396019795362 10405.313354083422 -331.82083053792149 -3608.1955343169534 -38151.71954691389 34826.964883155153 8283.9028692392876 -330.63746404029405 20972.929450037089 -70615.248450608226 203011.75199983016 166701.49945652173 44379.598792067314 -25766.293429276317 -564.9127352220155 81.208218722990807 1846.2224808876629 -50704.470136380056 -9952.0671660760436 -220.54298643342031 -54193.852325210573 93441.991255344183 37234.992979159426 40502.36842763672 33004.40479882354 -55150.031191465911 36213.509796142578 19836.128314010428 5122.8428326217881 -71849.119937199852 127919.83808087386
leaf_weight=3980118 5520 154723 17108 452 228 2226 2930 861 149 23 23 65 95 68888 57697 17615 173 297 2365 640 127 1168 125 2023 133 56 707 1263 231 135
leaf_count=3980118 5520 154723 17108 452 228 2226 2930 861 149 23 23 65 95 68888 57697 17615 173 297 2365 640 127 1168 125 2023 133 56 707 1263 231 135
internal_value=0 187.598 625.983 6151.25 -15163.6 295.509 7877.2 11498.5 8275.83 30294 102595 76350.1 17005.4 723.975 1744.76 5022.39 9816.98 18927.7 -914.25 -11715.7 12880.2 8927.57 33389.2 39027.5 11827 -6992.02 7963.32 20551.5 -50763.7 85892.2
internal_weight=0 338046 183323 10346 775 172977 9571 6641 5669 972 111 88 323 155869 86981 29284 11669 6311 5358 3005 2353 3731 2580 2283 3558 1127 840 2431 287 260
internal_count=4318164 338046 183323 10346 775 172977 9571 6641 5669 972 111 88 323 155869 86981 29284 11669 6311 5358 3005 2353 3731 2580 2283 3558 1127 840 2431 287 260
is_linear=0
shrinkage=0.1


Tree=2125
num_leaves=31
num_cat=0
split_feature=1 0 5 6 3 5 1 0 5 3 5 0 5 0 6 5 5 4 1 1 0 5 3 5 3 0 0 3 3 0
split_gain=1.32654e+12 1.24344e+13 7.00027e+13 2.19726e+13 2.53709e+13 1.53145e+13 1.29291e+13 8.67567e+13 5.04162e+13 2.24122e+13 2.86573e+13 2.23884e+13 2.82107e+13 2.61621e+13 2.07153e+13 1.76128e+13 3.10024e+13 2.44237e+13 2.20841e+13 2.19886e+13 2.18958e+13 4.19607e+13 5.84569e+13 3.71949e+13 3.49683e+13 2.52555e+13 2.18297e+13 2.08039e+13 3.91204e+13 1.95229e+13
threshold=39.694727950000008 43.642715500000008 75.750000000000014 1.5000000000000002 5.5000000000000009 54.990000000000002 39.488326500000007 47.297889100000013 53.995000000000012 24.500000000000004 91.050000000000011 52.485928400000006 89.00500000000001 55.601678500000013 1.5000000000000002 55.005000000000003 55.405000000000008 2.5000000000000004 39.666208800000007 39.614024000000008 47.155083450000006 78.010000000000005 4.5000000000000009 61.405000000000008 9.5000000000000018 44.226894250000008 47.249522000000006 14.500000000000002 16.500000000000004 45.133160800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3 9 -9 15 -11 12 14 -13 -10 -8 -17 18 -18 20 21 23 -23 -19 -22 -25 27 29 -29 -20
right_child=-2 6 -4 4 -6 -7 7 8 11 10 -12 13 -14 -15 -16 16 17 19 26 -21 24 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=110029.78704769738 47.092298941696058 -16.446731221970854 -150314.78163132441 -64853.239376028592 54555.808615654212 43254.824375000004 -367.27005127554622 -4284.6842045378025 -8473.9679374876487 -5167.7159801381922 -77723.607862215911 -2137.99005377309 -84193.9550380609 -25906.667775841401 -29775.029420375522 99143.295405847894 5534.4471387287258 31355.033227539065 49052.947456991795 2646.0272635449342 45826.986665158154 -49252.217282196973 151241.32865084134 -138263.61798952793 -10402.174097375166 -52985.049753289473 -2009.3341625251394 115306.23480834962 31713.586402411747 -2835.5339074391723
leaf_weight=38 2507788 1744850 21 38 107 20 33711 7132 672 5313 55 1311 78 716 1424 34 3865 40 99 8308 123 33 26 47 1097 133 303 64 447 271
leaf_count=38 2507788 1744850 21 38 107 20 33711 7132 672 5313 55 1311 78 716 1424 34 3865 40 99 8308 123 33 26 47 1097 133 303 64 447 271
internal_value=0 -65.2337 23494 41474.3 25685.7 -27574.6 -68.1491 -1449.62 -9403.66 220.657 -5911.12 -18094.1 -25143.2 -10533.8 -22945.7 897.914 3762.29 3544 9194.93 634.698 -10512.8 -35785.8 39100.9 -55869.1 -4733.17 -75252.2 21144.1 29107.1 42183.1 11048.1
internal_weight=0 1.81038e+06 224 203 165 58 1.81015e+06 65302 11333 53969 5368 4201 2174 2027 2096 48601 14890 14856 5049 9807 1499 279 59 220 1220 180 1184 881 511 370
internal_count=4318164 1810376 224 203 165 58 1810152 65302 11333 53969 5368 4201 2174 2027 2096 48601 14890 14856 5049 9807 1499 279 59 220 1220 180 1184 881 511 370
is_linear=0
shrinkage=0.1


Tree=2126
num_leaves=31
num_cat=0
split_feature=3 5 5 3 5 5 5 3 0 2 3 0 0 1 1 0 2 3 0 3 1 1 3 5 0 0 5 5 3 2
split_gain=1.3663e+12 9.70467e+12 1.64443e+13 3.79887e+13 1.41089e+13 3.79876e+13 2.44456e+13 3.75705e+13 2.37522e+13 2.64641e+13 4.68601e+13 2.24305e+13 1.97599e+13 2.33386e+13 7.55883e+13 4.54169e+13 4.0021e+13 2.67462e+13 1.89542e+13 3.18538e+13 2.12481e+13 4.16935e+13 5.7333e+13 4.07217e+13 5.1675e+13 4.30294e+13 3.98912e+13 4.03481e+13 4.23003e+13 6.07529e+13
threshold=25.500000000000004 53.995000000000012 53.705000000000005 26.500000000000004 80.815000000000012 77.00500000000001 76.00500000000001 32.500000000000007 55.751981950000008 13.500000000000002 26.500000000000004 55.812836050000008 60.035045000000004 30.362552800000003 30.323743050000001 59.863160500000006 11.500000000000002 26.500000000000004 56.852744000000008 26.500000000000004 37.533784800000006 37.475443250000005 26.500000000000004 58.305000000000007 55.826364100000013 55.806974650000008 54.710000000000008 57.005000000000003 32.500000000000007 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 18 -8 -7 11 -11 -10 13 14 15 -6 -17 -18 20 -20 21 22 -3 24 25 26 -23 28 29 -28
right_child=1 4 3 -5 12 8 7 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-7.4524998280807537 1335.3872543470025 -42182.709078208427 89027.579533342636 -6827.6016727258675 113618.9953125 -31361.717446542971 7195.6555126553985 77173.951530283506 52698.979127738407 -65152.043531005867 -7222.1942229297165 -196.49471705052761 -9699.731801519576 3411.6794702498587 101354.32936533506 23174.263334037165 -189533.7533854167 -36885.091659268466 14619.025475834931 -4218.2936238526763 -864.5955672100763 -142520.41801215278 6115.1896694029674 -9630.0108559163418 -12740.632150258743 -129687.33134599165 -5781.2126935369324 -81454.870615297797 -104150.69371603261 190842.71420454548
leaf_weight=4243674 40474 281 70 101 20 625 367 97 97 175 691 462 1158 7848 97 37 24 22 1811 1780 14480 36 1961 1200 311 88 55 77 23 22
leaf_count=4243674 40474 281 70 101 20 625 367 97 97 175 691 462 1158 7848 97 37 24 22 1811 1780 14480 36 1961 1200 311 88 55 77 23 22
internal_value=0 424.567 1466.13 32411.4 -826.262 -2074.29 -891.412 21824.7 -15108.4 -7979.74 -18928.6 8982.15 2513.96 4271.34 38004.6 -21654.9 -54251 -116528 -1367.81 5281.67 -2656.16 -9055.24 61.7956 -20335.8 -41327.6 -70864.2 -46561.8 -27044.7 14851.1 50397.1
internal_weight=0 74490 40645 171 33845 24639 22589 464 2050 1425 866 559 9206 8048 200 103 83 46 22125 3591 18534 4054 2242 1812 612 301 213 177 100 77
internal_count=4318164 74490 40645 171 33845 24639 22589 464 2050 1425 866 559 9206 8048 200 103 83 46 22125 3591 18534 4054 2242 1812 612 301 213 177 100 77
is_linear=0
shrinkage=0.1


Tree=2127
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 3 5 1 3 1 5 3 0 1 5 5 3 3 3 5 2 3 5 3 1 0 5 3 5
split_gain=1.33754e+12 1.39333e+13 5.24509e+13 1.15781e+14 1.1408e+14 8.7134e+13 6.62327e+13 6.57908e+13 5.5346e+13 8.20361e+13 7.61787e+13 6.11696e+13 5.28049e+13 4.21109e+13 3.21738e+13 2.97816e+13 2.90637e+13 2.90378e+13 2.89295e+13 2.67124e+13 3.19184e+13 2.63473e+13 2.48196e+13 4.31059e+13 3.6968e+13 3.70336e+13 4.63248e+13 5.02956e+13 3.31768e+13 4.07891e+13
threshold=54.762542150000009 54.484631300000011 53.243495500000009 56.135466100000009 36.761894450000007 114.05000000000001 21.500000000000004 58.995000000000012 35.911716050000003 15.500000000000002 30.578016350000002 70.50500000000001 4.5000000000000009 54.708501450000007 38.233559750000005 110.05000000000001 87.395000000000024 26.500000000000004 4.5000000000000009 9.5000000000000018 85.91500000000002 3.5000000000000004 10.500000000000002 86.02500000000002 16.500000000000004 55.957851400000003 54.736324100000012 90.015000000000015 12.500000000000002 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 8 14 7 13 10 11 -3 -10 -13 -4 -6 -5 -11 -8 -15 -16 -21 -9 23 -23 25 28 27 -27 29 -24
right_child=-2 2 3 15 5 -7 17 21 9 16 -12 12 -14 18 19 -17 -18 -19 -20 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.2938224083602794 -35.717679147833223 125.56581016816622 13043.427896258216 -4086.8342779623185 -68125.717882740821 108859.78630286908 1244.3968245139386 9079.922112045273 10833.979438381952 -14177.321640091326 -40289.787026089056 -44717.882830810551 50206.068037847072 -23078.208015879878 -17861.130272213453 -56844.022576678246 -111375.7138671875 -16934.998717008213 3370.8228792751725 251.59112419603744 -37369.367856788638 23609.088680848537 -11012.260425662691 62018.620713084274 31252.127440122596 -3852.5892842221469 28654.207527503193 -64946.064312744144 44445.384976919908 86255.352195312502
leaf_weight=1177241 3058474 29015 5611 11560 109 58 5604 2414 3436 796 474 64 695 432 4335 108 32 1042 9680 1894 256 1696 313 353 989 575 294 176 388 50
leaf_count=1177241 3058474 29015 5611 11560 109 58 5604 2414 3436 796 474 64 695 432 4335 108 32 1042 9680 1894 256 1696 313 353 989 575 294 176 388 50
internal_value=0 86.721 1343.43 3861.96 -1182.5 -13173.5 7185.87 9729.51 1128.7 10831.7 -524.062 16509.4 42201.9 6095.94 -14246.9 -4575.16 -17933.8 -1605.88 2240.88 -13341.3 -4227.93 17611.8 21872.4 30226.3 15726.3 7176.69 -4996.56 -18170.1 24115.5 2385.48
internal_weight=0 1.25969e+06 82449 41285 41164 6652 29617 22971 34512 5023 29489 4195 759 15723 6594 11668 828 6646 10112 6485 2150 7248 4834 2049 2785 1796 1045 751 751 363
internal_count=4318164 1259690 82449 41285 41164 6652 29617 22971 34512 5023 29489 4195 759 15723 6594 11668 828 6646 10112 6485 2150 7248 4834 2049 2785 1796 1045 751 751 363
is_linear=0
shrinkage=0.1


Tree=2128
num_leaves=31
num_cat=0
split_feature=5 4 2 3 5 0 1 0 2 5 5 1 0 1 0 5 3 1 0 1 1 2 1 5 3 1 2 3 4 1
split_gain=1.3731e+12 1.14171e+13 1.77408e+13 2.03049e+13 2.12689e+13 2.4006e+13 1.61662e+13 1.96091e+13 1.5159e+13 2.24663e+13 2.42304e+13 2.16412e+13 2.08477e+13 2.60777e+13 1.95747e+13 2.56984e+13 2.32651e+13 2.8245e+13 1.47158e+13 1.4661e+13 1.29499e+13 1.2076e+13 1.16599e+13 3.05752e+13 7.32527e+13 2.12043e+13 2.06818e+13 1.94772e+13 1.53789e+13 2.2575e+13
threshold=142.05000000000004 2.5000000000000004 12.500000000000002 20.500000000000004 225.45000000000002 55.039751500000008 38.096381250000007 44.874285750000006 7.5000000000000009 177.02500000000003 225.45000000000002 38.996948700000011 56.281985950000006 49.073956850000009 55.046835900000012 161.85000000000002 6.5000000000000009 45.148007750000012 60.052595500000002 44.005491150000005 49.236330900000006 3.5000000000000004 34.359746700000009 225.45000000000002 5.5000000000000009 36.585378200000001 4.5000000000000009 7.5000000000000009 1.5000000000000002 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 -2 9 11 12 -8 13 21 15 16 17 -13 22 -6 -5 -11 23 24 -9 -24 27 -25 -27 -30
right_child=1 -3 3 20 19 -7 8 18 -10 10 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 26 -26 28 -28 -29 29 -31
leaf_value=3.9146777526958005 -94739.303836495543 -1609.0903066716062 49432.229592803029 27745.652109375005 -12429.003288517442 180874.27412109377 135009.78252840909 37289.407877604172 -17250.848291973041 -14126.87554796007 11128.573927386438 62876.622547743056 -128038.45073009674 66991.632091346153 66090.723719371454 79560.644824218762 -111435.22172214673 -77175.37024739584 69471.513315217395 91205.268398437503 -53721.196655273438 -102597.55668402778 97654.621409970248 -3258.1755533854171 -195416.07328629034 -35200.477180510876 -53078.183876634685 116642.0048828125 -62029.244781249996 47882.91158150338
leaf_weight=4297453 28 18572 33 50 43 24 22 24 204 36 962 36 21 26 88 32 23 24 23 20 32 27 21 42 31 102 46 20 25 74
leaf_count=4297453 28 18572 33 50 43 24 22 24 204 36 962 36 21 26 88 32 23 24 23 20 32 27 21 42 31 102 46 20 25 74
internal_value=0 -812.281 6106.06 34307.5 60515.9 104776 3165.08 -13785.6 8088.79 12074.4 6044.74 40802.1 -38415.7 -17268.8 30592.4 3428.52 -25923.6 6855.83 -8229.91 20470.8 -4046.29 -52042.9 -12871.8 -33181.3 -93871.9 2040.1 -2274.07 35419.3 -7949.47 20127.3
internal_weight=0 20711 2139 202 120 57 1937 436 1501 1297 1072 225 110 89 203 115 83 60 408 63 82 63 385 163 55 222 108 62 201 99
internal_count=4318164 20711 2139 202 120 57 1937 436 1501 1297 1072 225 110 89 203 115 83 60 408 63 82 63 385 163 55 222 108 62 201 99
is_linear=0
shrinkage=0.1


Tree=2129
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 5 0 5 4 6 5 3 6 3 0 5 5 5 2 5 2 3 3 1 2 3 3 2
split_gain=1.31416e+12 1.34325e+13 5.41435e+13 1.23449e+14 8.61553e+13 7.37095e+13 8.66857e+13 8.17689e+13 6.81458e+13 1.01404e+14 8.12261e+13 5.5107e+13 6.65254e+13 8.27315e+13 5.14869e+13 5.87815e+13 5.02957e+13 1.03534e+14 4.86867e+13 6.70952e+13 6.66246e+13 5.29989e+13 5.83137e+13 5.66137e+13 4.80022e+13 4.40347e+13 5.70423e+13 6.84826e+13 4.1749e+13 4.08725e+13
threshold=56.819808050000006 56.852744000000008 60.601268000000012 60.58031445000001 60.611165000000007 60.628582700000003 56.838612000000005 55.005000000000003 56.838612000000005 114.05000000000001 2.5000000000000004 1.5000000000000002 75.750000000000014 17.500000000000004 1.5000000000000002 21.500000000000004 56.831297550000009 94.040000000000006 118.33500000000002 77.00500000000001 1.5000000000000002 125.85000000000001 4.5000000000000009 20.500000000000004 4.5000000000000009 60.08989780000001 12.500000000000002 26.500000000000004 24.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 25 8 6 7 -6 10 -10 11 12 -4 -14 15 -5 17 -7 19 -16 -21 23 -23 -20 -9 -2 -27 -28 -18 -22
right_child=1 -3 4 14 5 16 -8 24 9 -11 -12 -13 13 -15 18 -17 28 -19 21 20 29 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-27.365009572981212 -1678.8912382548308 12.411078123767817 -3747.6937915930243 92806.237294495222 4712.9149296374198 -7660.4492176371632 173.33877429815004 -22706.096769634049 9357.4100014361229 170667.55387228262 -36095.663947460635 -24659.450516449928 118338.68083175505 -35535.859172453704 12321.435685882807 20262.820672707483 213.24236775651298 -97307.018200775376 -105538.63869037828 -114122.98203125001 46019.390112378824 72612.640601325766 -17914.484557960721 56259.069810267858 60530.659746006568 3877.1429619049359 42908.186376346224 -51.430279435947284 20885.739168305299 143163.1297044837
leaf_weight=3465455 13459 802951 2707 206 585 4108 1685 76 255 46 1359 1346 99 54 1927 244 8314 133 95 25 741 99 253 28 784 8453 885 639 1107 46
leaf_count=3465455 13459 802951 2707 206 585 4108 1685 76 255 46 1359 1346 99 54 1927 244 8314 133 95 25 741 99 253 28 784 8453 885 639 1107 46
internal_value=0 111.213 1705.59 4721.84 -1901.99 1742.61 15584.5 33555.3 -12335 34009.5 -14841.7 -7974.33 -121.823 64030 21791.4 53471.6 -1428.6 -10471.8 17355.8 22481.3 46592.1 -12199.2 7546.27 -68706.6 53174.9 2053.17 7087.74 24895.6 2642.33 51697.4
internal_weight=0 852709 49758 27100 22658 16792 3130 1445 5866 301 5565 4206 2860 153 3664 450 13662 4241 3214 2739 812 475 352 123 860 23436 9977 1524 9421 787
internal_count=4318164 852709 49758 27100 22658 16792 3130 1445 5866 301 5565 4206 2860 153 3664 450 13662 4241 3214 2739 812 475 352 123 860 23436 9977 1524 9421 787
is_linear=0
shrinkage=0.1


Tree=2130
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 1 0 1 5 3 0 6 3 3 1 3 3 3 1 0 6 5 3 6 5 0 2 5 5 3
split_gain=1.37885e+12 8.38486e+12 3.11357e+13 3.2403e+13 4.75509e+13 2.15847e+13 2.14349e+13 5.24301e+13 2.54304e+13 2.92624e+13 2.19527e+13 2.19922e+13 2.11116e+13 2.07955e+13 2.07115e+13 2.43165e+13 3.39158e+13 2.06738e+13 6.94054e+13 3.51379e+13 2.18444e+13 2.03142e+13 3.938e+13 3.91406e+13 2.60542e+13 4.16205e+13 3.01709e+13 3.64484e+13 3.31682e+13 3.22867e+13
threshold=42.005000000000003 45.067452850000002 45.005863250000004 38.975980350000007 38.969379750000009 41.900971000000006 45.112033650000008 39.016372550000007 39.025000000000013 19.500000000000004 45.073740550000004 1.5000000000000002 22.500000000000004 3.5000000000000004 38.969379750000009 5.5000000000000009 12.500000000000002 16.500000000000004 38.984911950000004 45.013473000000012 1.5000000000000002 40.405000000000008 23.500000000000004 1.5000000000000002 36.005000000000003 44.039893800000009 4.5000000000000009 37.305000000000007 40.005000000000003 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 21 7 8 9 14 12 -12 -9 -13 15 -3 -17 -5 20 -20 -19 24 -23 -24 -1 26 28 -28 29 -26
right_child=-2 6 3 17 -6 -7 -8 10 -10 -11 11 13 -14 -15 -16 16 -18 18 19 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=2286.202557175362 -43.372953102491124 -9999.4085722471391 -3056.6063457291293 -2402.1473442706642 -15640.169079723941 -2506.090512628271 68.517399052997462 5105.8020283629976 104.64123169411276 -12341.751081192091 1524.7915137657963 5467.540395529466 -11037.562359032579 -7760.8784447632979 8820.5737517883063 12016.730659265741 -2057.4066074889438 -24779.692307617188 -11225.224505345655 3014.668432284459 44744.818298184015 4746.4916015787412 87660.568276579492 -1528.8788608284885 -18825.669007507659 238.30478480658485 -20590.353206498552 9044.3055599366162 62857.919809194718 79184.87259306066
leaf_weight=38733 2717292 1281 11775 32346 4031 18318 1390262 6283 9603 828 5618 1353 930 9767 16378 3440 3409 50 2049 11231 470 9019 115 86 2936 18552 606 1317 52 34
leaf_count=38733 2717292 1281 11775 32346 4031 18318 1390262 6283 9603 828 5618 1353 930 9767 16378 3440 3409 50 2049 11231 470 9019 115 86 2936 18552 606 1317 52 34
internal_value=0 73.6205 -633.682 -2358.09 -6265.79 556.394 147.672 2016.34 4486.79 6147.73 -1587.48 -3574.9 3024.38 -6151.34 6772.4 2646.32 5011.51 -1019.62 2220.89 817.564 38059.8 1341.54 5722.14 49499.9 692.509 -1934.57 -10086.5 -294.542 -16317.4 -17703.7
internal_weight=0 1.60087e+06 151720 61952 15806 89768 1.44915e+06 58890 34939 25336 23951 16738 7213 11120 24508 8130 6849 46146 13800 13280 520 71450 9220 201 62230 23497 4945 1923 3022 2970
internal_count=4318164 1600872 151720 61952 15806 89768 1449152 58890 34939 25336 23951 16738 7213 11120 24508 8130 6849 46146 13800 13280 520 71450 9220 201 62230 23497 4945 1923 3022 2970
is_linear=0
shrinkage=0.1


Tree=2131
num_leaves=31
num_cat=0
split_feature=3 1 0 0 3 6 5 5 5 0 0 2 5 5 1 1 0 1 5 0 5 1 1 0 0 0 2 2 1 1
split_gain=1.38561e+12 1.42774e+13 2.22711e+13 4.48103e+13 3.52654e+13 4.91447e+13 2.08883e+13 1.97805e+13 7.7967e+13 4.48563e+13 3.40491e+13 2.8721e+13 2.82992e+13 3.29528e+13 2.76752e+13 2.50117e+13 2.44597e+13 3.41439e+13 3.14873e+13 2.34158e+13 2.30287e+13 5.47618e+13 3.43633e+13 7.85083e+13 5.27948e+13 5.72742e+13 3.95057e+13 3.77496e+13 4.46379e+13 6.46768e+13
threshold=3.5000000000000004 36.546174950000008 59.609407350000005 54.811549550000009 2.5000000000000004 1.5000000000000002 48.510000000000012 88.015000000000015 87.395000000000024 60.003414000000006 60.693675950000006 2.5000000000000004 150.04500000000004 112.04500000000002 30.305955500000003 30.410108300000001 60.035045000000004 33.101335500000005 86.02500000000002 60.017447350000005 58.040000000000006 30.578016350000002 30.388336800000001 59.853570100000006 59.863160500000006 59.882016200000002 1.5000000000000002 2.5000000000000004 30.160599000000001 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 16 11 14 12 13 -9 -11 -16 17 18 19 20 -4 22 24 -24 -22 -26 -27 28 -28 -30
right_child=-2 -3 7 4 5 6 -8 9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 27 -29 29 -31
leaf_value=2290.094515702468 -13.866013152178105 427.61860536867817 1644.4923669410873 -5955.2478906560518 30814.617504430702 -20826.7646928514 -45778.852489477504 -25580.523656649853 165510.24175646552 99613.572613790762 -13910.019540817673 -63959.174011651405 -90147.629800347233 40797.97945165095 -69680.824624999994 60520.364930555552 -4070.3104094591799 -82892.103311011917 -97931.73325892858 45722.669401041669 -25987.169069946845 -39738.182167832172 98338.401242083492 -15281.550308388158 179717.9995703125 -15143.22012049058 -33018.402159926474 8734.5585482510651 153108.46321895203 30819.181820039972
leaf_weight=2600 4074053 229036 2619 1828 135 719 629 254 29 69 148 174 45 106 25 36 4223 42 28 162 219 143 169 95 25 170 34 176 87 86
leaf_count=2600 4074053 229036 2619 1828 135 719 629 254 29 69 148 174 45 106 25 36 4223 42 28 162 219 143 169 95 25 170 34 176 87 86
internal_value=0 231.415 -2749.53 -7535.33 -15250.8 -26708.9 -32469.8 337.42 1829.68 -14127.2 18889.8 -29980 -15381.5 -6035.74 56231.1 7159.22 1256.26 6803.52 7742.27 8484.78 6906.82 18353.7 26183.2 57452.4 15825.5 31668.1 24975 42782.1 71730.7 92317.3
internal_weight=0 244111 15075 5911 3311 1483 1348 9164 8307 857 278 579 405 360 130 61 8278 4055 4013 3985 3823 1204 1061 264 797 578 553 383 207 173
internal_count=4318164 244111 15075 5911 3311 1483 1348 9164 8307 857 278 579 405 360 130 61 8278 4055 4013 3985 3823 1204 1061 264 797 578 553 383 207 173
is_linear=0
shrinkage=0.1


Tree=2132
num_leaves=31
num_cat=0
split_feature=2 4 1 2 0 0 1 5 2 2 0 1 3 1 1 1 0 5 5 5 5 5 0 5 0 0 5 2 2 3
split_gain=1.37619e+12 4.21593e+12 9.29057e+12 9.27987e+12 1.23382e+13 1.28861e+13 3.12369e+13 7.6038e+12 1.46309e+13 8.56133e+12 1.02175e+13 1.12518e+13 1.96372e+13 1.34694e+13 1.14197e+13 1.13514e+13 1.61778e+13 1.50705e+13 9.76664e+12 9.6759e+12 9.13283e+12 1.19346e+13 7.80133e+12 1.16007e+13 2.17358e+13 1.75641e+13 2.03592e+13 1.68668e+13 1.1723e+13 1.16304e+13
threshold=26.500000000000004 1.5000000000000002 60.695889550000011 31.500000000000004 55.801980100000009 55.755036050000008 37.542000650000013 120.05000000000001 28.500000000000004 28.500000000000004 55.551692500000009 37.503486000000002 28.500000000000004 37.487839250000007 37.752451500000006 37.737121850000008 55.755036050000008 53.005000000000003 66.50500000000001 78.010000000000005 84.030000000000015 68.00500000000001 55.751981950000008 56.205000000000005 55.795550600000006 55.806974650000008 79.730000000000018 29.500000000000004 32.500000000000007 34.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 5 -2 -7 9 -9 10 -3 13 14 -12 -13 16 20 -18 -19 -20 21 -14 -11 24 -24 26 29 -27 -29 -25
right_child=1 2 -4 -5 -6 6 -8 8 -10 22 11 12 15 -15 -16 -17 17 18 19 -21 -22 -23 23 25 -26 27 -28 28 -30 -31
leaf_value=-2.3282059689224814 -7526.848158164451 -14905.639883402371 51995.732512019233 8450.6823122284986 3454.6130912103386 -1016.2082083768623 -95978.749272629328 -74070.834005489873 628.27741970486113 6802.3519318383596 6648.6955159275967 119756.06514008621 13705.345798788267 -44218.867938332485 31011.06681034483 4170.3714487293537 -27076.00633433949 86494.581077516239 4808.0721293604647 77429.880346679696 38619.901852678573 -49487.293768168609 95328.100107758626 -35193.824124765037 4499.5649797227652 -26641.677334553675 11137.439691558442 13042.487720716323 -14046.307413419912 -93064.437067819163
leaf_weight=4310832 1146 149 39 725 1070 86 58 37 90 1089 355 29 98 61 29 438 22 77 43 32 70 43 29 133 288 223 77 518 231 47
leaf_count=4310832 1146 149 39 725 1070 86 58 37 90 1089 355 29 98 61 29 438 22 77 43 32 70 43 29 133 288 223 77 518 231 47
internal_value=0 1368.86 3412.58 -1444.65 -4484.53 -11069.7 -39265 2962.31 -21134.5 3712.2 9895.12 12744.2 19144.5 -810.25 75383.6 15181.2 27707.7 50281.1 61477.5 35793.4 9092.72 -5566.17 319.22 -4247.49 12808.8 -8646.87 -31895.8 -2499.78 4688 -50304.5
internal_weight=0 7332 4247 3085 2360 1290 144 4208 127 4081 1446 1297 881 416 58 823 385 174 152 75 211 141 2635 1546 317 1229 257 972 749 180
internal_count=4318164 7332 4247 3085 2360 1290 144 4208 127 4081 1446 1297 881 416 58 823 385 174 152 75 211 141 2635 1546 317 1229 257 972 749 180
is_linear=0
shrinkage=0.1


Tree=2133
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 5 5 5 3 4 1 5 5 5 1 1 1 4 5 5 3 5 5 6 5 1 3 5 3 6
split_gain=1.34246e+12 4.38296e+12 4.26914e+12 3.81529e+12 6.30544e+12 9.16881e+12 5.51572e+12 6.1328e+12 7.35553e+12 5.35029e+12 9.71553e+12 5.05396e+12 4.86113e+12 6.63736e+12 8.49006e+12 7.84022e+12 7.98815e+12 6.00788e+12 4.68329e+12 4.85168e+12 4.64977e+12 4.53869e+12 4.4439e+12 4.35589e+12 5.77017e+12 4.79495e+12 4.34932e+12 4.80435e+12 4.0799e+12 1.37755e+13
threshold=43.056445700000005 114.17164950000002 44.083877800000003 1.5000000000000002 4.5000000000000009 77.715000000000018 49.505000000000003 39.995000000000012 5.5000000000000009 1.0000000180025095e-35 46.037218400000008 104.75000000000001 40.005000000000003 48.945000000000007 46.037218400000008 47.854228500000012 47.981192400000005 4.5000000000000009 69.015000000000015 67.990000000000023 4.5000000000000009 105.35000000000001 18.050000000000004 1.5000000000000002 42.205000000000005 47.554129950000011 1.5000000000000002 88.015000000000015 7.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 18 7 22 -9 10 -8 -7 -5 14 -14 -15 -17 20 19 -6 26 -19 -4 24 -10 -25 -18 -28 29 -22
right_child=-2 -3 3 12 5 11 9 8 23 -11 -12 -13 13 15 -16 16 17 21 -20 -21 28 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-38353.364871652644 -4.8337666075774699 -39630.391739004634 34155.806933593754 -8883.6336637727509 -3450.6717857803887 -59846.727239583328 69749.984957320601 17929.295176551732 19177.819870057399 -5603.2256164257815 -1005.8862743432973 -7373.7855413621473 -4099.3088192519326 1640.1716382544005 11671.036817328433 -20943.95075192659 25199.027685546876 3083.4685221354171 25082.694012129938 -40855.472957589285 33355.959162902836 65965.580646306829 -1394.0079928360944 20841.52888439894 -7659.3161360825388 -489.4867463615073 -10973.220300839552 -44456.482304067467 -8290.0403919796518 -2732.9587465884456
leaf_weight=28 4285952 27 36 455 3754 45 27 526 98 1250 69 31 465 19889 1284 276 22 24 57 35 128 22 1513 224 439 199 134 63 483 609
leaf_count=28 4285952 27 36 455 3754 45 27 526 98 1250 69 31 465 19889 1284 276 22 24 57 35 128 22 1513 224 439 199 134 63 483 609
internal_value=0 643.155 676.94 710.925 -1135.32 -4047.87 1472.08 3835.05 8424.56 -3856.01 18894.2 -38443.3 1353.56 1552.62 7478.23 1073.92 -5321.39 -2417.81 -3368.19 -3796.19 -3555.03 33157.5 -567.802 3216.75 -2761.66 10806.4 -16971.6 -21681.1 -1146.64 3534.86
internal_weight=0 32212 32185 32157 8303 3922 4381 3035 1486 1346 96 76 23854 23399 1749 21650 1761 1485 3846 3789 1439 46 1549 960 537 423 219 197 1220 737
internal_count=4318164 32212 32185 32157 8303 3922 4381 3035 1486 1346 96 76 23854 23399 1749 21650 1761 1485 3846 3789 1439 46 1549 960 537 423 219 197 1220 737
is_linear=0
shrinkage=0.1


Tree=2134
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 6 2 3 1 5 1 2 5 5 1 5 3 3 5 1 2 5 5 1 1 5 3 3 1
split_gain=1.31891e+12 2.78205e+13 1.17508e+14 9.28977e+13 1.10824e+14 1.09668e+14 6.85427e+13 6.23395e+13 8.25654e+13 7.76194e+13 6.65497e+13 7.08171e+13 5.68032e+13 5.39529e+13 5.08495e+13 4.80347e+13 9.49768e+13 8.44594e+13 8.33475e+13 6.59101e+13 6.36142e+13 6.78497e+13 6.34509e+13 3.98079e+13 3.97528e+13 6.30135e+13 4.43366e+13 3.78805e+13 3.78011e+13 7.3282e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 23.500000000000004 30.434657650000002 30.425002000000003 1.5000000000000002 19.500000000000004 12.500000000000002 30.434657650000002 38.010000000000012 30.362552800000003 5.5000000000000009 77.00500000000001 61.845000000000006 30.315880100000005 109.05000000000001 10.500000000000002 13.500000000000002 52.405000000000008 30.323743050000001 5.5000000000000009 102.01000000000001 61.405000000000008 30.410108300000001 30.425002000000003 89.00500000000001 9.5000000000000018 21.500000000000004 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 15 8 9 -8 -10 12 -12 -11 -6 18 17 20 23 -20 21 27 28 -3 -13 -26 -27 -17 -19 -30
right_child=-2 2 -4 4 14 -7 7 -9 10 13 11 24 -14 -15 -16 16 -18 22 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.71868000864265857 194.72888851188563 -27812.846414534113 -54607.650669867631 -22219.630140955309 -24066.816291430485 110446.05763820483 -11877.357453661052 57223.950971368016 4597.6079689739036 16218.031574979803 56469.255431547623 -75201.999533934868 -23906.026386987221 116879.012890625 -68136.401292681549 102161.64400077162 139316.0603794643 10657.405623322302 46838.133999834099 -14905.637808251015 26807.417941148546 252092.09325000003 -140558.24223958334 -97728.012198572847 78227.540336277176 -34711.043048727675 -116427.2872431507 -38653.082000000002 -13497.841390050588 56899.999653559964
leaf_weight=3980885 321892 227 450 136 1330 115 1891 141 567 1083 126 361 291 56 326 81 56 3970 259 520 585 25 30 127 46 734 73 25 1593 163
leaf_count=3980885 321892 227 450 136 1330 115 1891 141 567 1083 126 361 291 56 326 81 56 3970 259 520 585 25 30 127 46 734 73 25 1593 163
internal_value=0 -15.685 -4259.61 -2742.8 -23357.1 38563.5 274.189 -8389.53 -10159.1 544.314 -24914.1 -35173.6 380.03 21167.1 -32742.4 6345.92 9644.75 8522.74 -12660.9 5622.78 40912.6 103901 4493.71 -52895.4 -47386 -35613.9 -42103 68950.6 5253.67 -6963.19
internal_weight=0 3.99627e+06 15387 14937 1907 251 13030 5369 5228 3030 2198 1631 417 1139 1656 7661 6528 6472 1133 779 716 131 5756 354 1214 853 807 106 5726 1756
internal_count=4318164 3996272 15387 14937 1907 251 13030 5369 5228 3030 2198 1631 417 1139 1656 7661 6528 6472 1133 779 716 131 5756 354 1214 853 807 106 5726 1756
is_linear=0
shrinkage=0.1


Tree=2135
num_leaves=31
num_cat=0
split_feature=3 1 0 0 0 3 3 1 5 1 1 3 3 5 0 2 5 1 1 0 2 2 5 4 4 5 1 1 0 5
split_gain=1.40616e+12 9.30975e+12 1.01151e+13 2.44911e+13 2.32549e+13 4.67317e+13 3.00769e+13 1.83158e+13 1.1681e+13 1.12326e+13 1.61959e+13 1.07035e+13 1.7922e+13 2.2332e+13 1.06784e+13 1.04953e+13 1.24206e+13 1.04403e+13 2.35449e+13 1.57641e+13 1.3452e+13 1.51569e+13 1.11646e+13 1.90053e+13 1.61067e+13 1.17586e+13 9.2592e+12 2.41628e+13 1.93786e+13 2.36195e+13
threshold=25.500000000000004 93.043229050000022 53.310923100000004 54.762542150000009 51.67657710000001 31.500000000000004 32.500000000000007 39.262370300000008 48.035000000000004 83.053286850000021 86.067573200000012 26.500000000000004 30.500000000000004 63.145000000000003 54.736324100000012 22.500000000000004 69.610000000000014 82.966612450000014 82.959896850000021 55.030402950000003 19.500000000000004 24.500000000000004 47.005000000000003 1.5000000000000002 1.5000000000000002 60.905000000000008 82.926290250000008 82.91993380000001 55.010031850000011 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 -2 7 -7 -6 -9 17 -11 -4 13 -13 -14 16 -10 18 26 22 -20 -22 24 -24 -19 -25 27 28 29 -5
right_child=1 -3 3 9 5 6 -8 8 15 10 -12 12 14 -15 -16 -17 -18 19 20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.5604075500001642 -306.7060484557316 -67786.752187499995 -206.5930154928447 -8230.8457307961198 95034.118839285715 -58850.838875325528 43234.398067434209 11925.291856447417 51831.065828188002 76684.325567237378 4119.290812905987 -12782.87391982352 -2599.8927967008999 -46062.355749552822 53142.75203704834 62553.839580281579 13554.214771236591 7626.159372241349 61109.034812911181 -13777.73501451093 -480.56359727647572 89477.377965198873 -31864.594640174284 41415.55748155382 71955.432361421132 -2129.80701901566 5698.4323259633984 -38896.356432250199 698.2049160640745 -110172.26535326087
leaf_weight=4243674 2320 20 581 1925 35 120 38 580 124 47 89 628 244 297 40 96 268 531 95 1265 126 22 208 72 42 447 3327 157 60723 23
leaf_count=4243674 2320 20 581 1925 35 120 38 580 124 47 89 628 244 297 40 96 268 531 95 1265 126 22 208 72 42 447 3327 157 60723 23
internal_value=0 430.714 449.035 187.092 5634.42 16565 -34298.7 23851 21518.2 486.254 29196.9 -11361.4 -16721.9 -23468.3 5251.18 32919.6 25662.2 429.634 671.466 -5830.47 31742 12891.6 1902.83 -6324.54 12341.4 3911.17 557.338 285.096 383.252 -9434.47
internal_weight=0 74490 74470 70889 3581 1261 158 1103 1068 69099 136 1790 1209 925 284 488 392 68963 66398 2565 243 148 1300 727 573 519 66155 62828 62671 1948
internal_count=4318164 74490 74470 70889 3581 1261 158 1103 1068 69099 136 1790 1209 925 284 488 392 68963 66398 2565 243 148 1300 727 573 519 66155 62828 62671 1948
is_linear=0
shrinkage=0.1


Tree=2136
num_leaves=31
num_cat=0
split_feature=2 1 3 3 3 1 0 1 1 5 6 2 5 5 0 5 1 1 6 0 0 0 6 0 5 0 5 0 1 5
split_gain=1.3225e+12 8.34162e+12 9.26257e+12 7.47665e+12 1.68067e+13 3.6299e+13 2.74488e+13 4.03638e+13 5.36597e+13 4.82776e+13 3.58175e+13 3.29311e+13 2.7875e+13 6.34947e+13 2.10956e+13 2.10617e+13 2.10612e+13 5.26397e+13 3.06761e+13 2.17769e+13 2.8095e+13 2.72482e+13 2.19093e+13 1.88436e+13 4.89324e+13 1.59904e+13 2.08983e+13 1.88229e+13 1.77786e+13 1.73041e+13
threshold=19.500000000000004 30.102666750000001 24.500000000000004 22.500000000000004 23.500000000000004 39.016372550000007 55.751981950000008 37.597123000000003 37.737121850000008 55.990000000000002 1.5000000000000002 21.500000000000004 69.610000000000014 72.010000000000005 55.762622900000004 110.05000000000001 30.315880100000005 30.259484550000003 1.5000000000000002 59.896318000000008 59.863160500000006 55.899899800000007 1.5000000000000002 45.053747000000008 97.050000000000011 59.863160500000006 43.810000000000009 59.950068600000009 30.259484550000003 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 25 5 6 10 12 -9 -10 -5 -12 -8 -14 -7 16 17 18 -15 20 21 -18 -21 -13 -25 29 -27 -28 -29 -3
right_child=1 3 -4 4 -6 14 7 8 9 -11 11 23 13 15 -16 -17 19 -19 -20 22 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=8.4994789456923563 -46062.171279761911 -3298.2986015242518 -2299.2617170367325 44437.957312297629 -388.94332841836052 1992.5406130551416 6288.5245729555827 -36467.085689804582 -6086.1504272460943 189044.74754464289 -19043.815122517743 -26790.564625726747 152875.58447503811 -67424.373744419645 -17561.309943645429 -71040.976681385873 34273.880559730533 156549.21536458333 94729.148593750011 28960.496750000006 88863.687730189733 -62297.442224702383 -95980.903527832037 26913.96788922156 176924.11493750001 -695.71875249280436 -37392.586421970169 30443.273254654254 -17731.085610534374 6617.1243766013322
leaf_weight=4218655 84 7895 114 491 80829 1634 2179 364 32 21 251 43 41 28 833 23 96 39 20 25 56 42 32 167 25 950 422 94 414 2265
leaf_count=4218655 84 7895 114 491 80829 1634 2179 364 32 21 251 43 41 28 833 23 96 39 20 25 56 42 32 167 25 950 422 94 414 2265
internal_value=0 -360.333 -20865.3 -319.451 2.8285 4918.46 10832.1 6088.3 -22779 71229.9 25388.7 6143.51 10752.3 34947.4 -4609.96 21553.9 27854.8 70254.3 139.594 13158.5 29124.6 4882.61 -41182 33045.7 46446.5 -2655.47 -11127.5 -21783.5 -8816.93 -1087.82
internal_weight=0 99509 198 99311 87271 6442 3975 2998 417 53 977 486 2581 402 2467 361 338 87 48 251 194 138 57 235 192 12040 1880 930 508 10160
internal_count=4318164 99509 198 99311 87271 6442 3975 2998 417 53 977 486 2581 402 2467 361 338 87 48 251 194 138 57 235 192 12040 1880 930 508 10160
is_linear=0
shrinkage=0.1


Tree=2137
num_leaves=31
num_cat=0
split_feature=2 0 0 6 5 5 5 1 5 3 1 1 0 1 2 4 5 1 2 4 5 0 1 0 2 1 0 2 3 3
split_gain=1.26413e+12 3.02983e+12 5.66345e+12 5.38927e+12 3.02678e+12 7.51353e+12 6.1914e+12 2.65609e+12 2.20782e+12 1.42734e+12 6.38735e+12 2.05206e+13 2.70956e+13 1.63804e+13 2.54269e+13 2.66624e+13 2.58987e+13 1.67171e+13 2.94689e+13 1.6229e+13 1.44214e+13 1.11143e+13 1.38174e+13 1.184e+13 1.16924e+13 1.13621e+13 2.18638e+13 1.11487e+13 1.10878e+13 5.65972e+13
threshold=34.500000000000007 55.860536450000005 55.834684950000003 1.5000000000000002 67.990000000000023 39.995000000000012 50.805000000000007 37.615058950000012 80.00500000000001 34.500000000000007 37.503486000000002 37.516458750000005 55.762622900000004 37.487839250000007 28.500000000000004 2.5000000000000004 43.205000000000005 37.475443250000005 15.500000000000002 2.5000000000000004 65.50500000000001 56.838612000000005 37.615058950000012 56.852744000000008 3.5000000000000004 37.642309100000013 55.834684950000003 4.5000000000000009 37.500000000000007 36.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 7 -7 -2 -6 -1 13 12 -12 17 15 -15 -16 -11 -19 -18 -14 22 24 -23 -13 26 28 -28 29 -24
right_child=1 3 -4 -5 8 6 -8 -9 -10 10 11 21 20 14 16 -17 19 18 -20 -21 -22 23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=1.4863919151880998 -40106.641347656252 -5340.336397879465 -39760.200417564658 54733.684832763676 -24193.490049342105 86844.466103515631 18700.861447753905 10245.702698863637 15613.024573863637 -4978.0829295613912 4804.6151802884624 -83863.114453125003 50221.930772107713 -62784.479409427964 90381.116870117199 21945.61998005319 -94441.094765625006 95509.328487955732 -28903.743137428981 26414.477750000005 146858.11413043478 -36721.216888534815 5524.3370203066115 -1710.7812096398156 -11812.544306720672 873.80961381263864 42921.368281250005 139309.22437499999 -15427.606644176136 165158.13744140626
leaf_weight=4313208 20 28 29 32 38 20 40 22 22 1141 130 24 47 177 32 47 20 45 33 25 23 171 199 222 366 1818 30 20 110 25
leaf_count=4313208 20 28 29 32 38 20 40 22 22 1141 130 24 47 177 32 47 20 45 33 25 23 171 199 222 366 1818 30 20 110 25
internal_value=0 7096.55 938.662 26699.1 8224.26 18707.8 41415.4 -13731.6 -9597.77 -0.412524 -1741.2 804.148 31813.8 -7074.72 -27965.7 -45006.3 21607 -1916.24 42873 -27299.1 81973.8 -1273.55 1102.46 -16944.3 -16246.4 4175.15 19804.9 81476.5 10572.6 23340.6
internal_weight=0 251 191 60 162 102 60 42 60 4.31791e+06 4705 3185 200 1520 301 224 77 1219 78 45 70 2985 2592 393 390 2202 384 50 334 224
internal_count=4318164 251 191 60 162 102 60 42 60 4317913 4705 3185 200 1520 301 224 77 1219 78 45 70 2985 2592 393 390 2202 384 50 334 224
is_linear=0
shrinkage=0.1


Tree=2138
num_leaves=31
num_cat=0
split_feature=3 5 5 5 4 1 1 5 4 5 5 0 3 5 0 5 2 6 5 4 6 2 5 3 1 1 5 1 1 5
split_gain=1.26798e+12 7.73345e+12 1.48235e+13 1.62316e+13 1.85472e+13 1.40452e+13 2.1966e+13 2.39081e+13 4.96378e+13 2.36268e+13 3.19655e+13 2.14226e+13 2.59871e+13 2.09512e+13 1.74417e+13 1.60623e+13 1.49959e+13 2.66679e+13 1.68248e+13 1.33718e+13 2.5366e+13 1.26618e+13 1.20898e+13 4.18528e+13 3.50622e+13 6.67828e+13 1.61683e+13 1.40839e+13 3.71605e+13 3.84847e+13
threshold=25.500000000000004 54.035000000000004 54.710000000000008 54.410000000000004 1.5000000000000002 30.323743050000001 30.278357500000002 71.00500000000001 2.5000000000000004 63.455000000000005 62.015000000000008 59.990816400000007 27.500000000000004 78.010000000000005 60.063729500000008 68.00500000000001 24.500000000000004 1.5000000000000002 78.710000000000022 1.5000000000000002 1.5000000000000002 16.500000000000004 51.015000000000008 36.500000000000007 37.832345550000007 37.362912300000012 52.405000000000008 37.417247200000006 37.503486000000002 40.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 -3 -5 6 16 9 -9 10 -8 12 13 -10 -13 -11 17 21 -19 -2 -21 -4 23 27 25 -24 -27 -22 29 -29
right_child=1 2 5 4 -6 -7 7 8 11 15 -12 14 -14 -15 -16 -17 -18 18 -20 20 22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-7.1793368792576491 535.78536720654017 -5337.7791686360106 -55045.11118263712 -131183.05795454545 -31366.253473657027 -200.94735395411422 -5449.6687377929693 -191536.56103515625 -26684.787369791669 101807.72788628473 -113293.59857142856 73632.756812499996 16222.132874023438 -152369.16944444444 -37101.369404925725 -225.30403645833337 -68869.580431547627 29407.296508163065 120995.67679398149 2001.3795845613299 -4060.6643428778502 31291.327749399039 14141.939683131168 -125694.60024857955 -7304.0628471889377 165589.51604729731 84808.53638020833 181951.04999218753 11285.378929005474 43094.224680397732
leaf_weight=4243674 34275 281 49 22 121 32553 128 24 21 27 35 25 25 36 33 36 21 78 27 5077 318 26 190 22 163 37 75 25 641 99
leaf_count=4243674 34275 281 49 22 121 32553 128 24 21 27 35 25 25 36 33 36 21 78 27 5077 318 26 190 22 163 37 75 25 641 99
internal_value=0 409.005 -715.997 -19295.4 -46722.7 -478.317 -15756.2 -29596.6 -58661.7 -8505.03 -28606.3 -35883.2 -68781.9 -106064 10628.9 43503.1 11098.3 20427.9 52958.6 1331.84 5436.64 -25115.1 16545.4 10852.9 30072.8 50246.4 111495 13626.7 20979.1 71089.6
internal_weight=0 74490 33568 424 143 33144 591 390 164 226 163 140 82 57 58 63 201 180 105 40922 6647 75 1570 1105 465 302 112 1083 765 124
internal_count=4318164 74490 33568 424 143 33144 591 390 164 226 163 140 82 57 58 63 201 180 105 40922 6647 75 1570 1105 465 302 112 1083 765 124
is_linear=0
shrinkage=0.1


Tree=2139
num_leaves=31
num_cat=0
split_feature=1 0 1 1 4 1 1 0 3 5 5 1 0 3 5 3 3 1 6 5 3 5 0 5 0 0 1 1 0 0
split_gain=1.24902e+12 1.57398e+13 3.97906e+13 2.30814e+13 2.26468e+13 2.22715e+13 4.11804e+13 8.21919e+13 5.54526e+13 5.27129e+13 5.12259e+13 3.50415e+13 5.56925e+13 1.73004e+14 6.04038e+13 4.26085e+13 5.87346e+13 6.72596e+13 3.75075e+13 3.36265e+13 3.30832e+13 3.73005e+13 3.24275e+13 4.12869e+13 3.07071e+13 1.4699e+14 2.00907e+14 8.86828e+13 7.42856e+13 1.1948e+14
threshold=61.284352600000013 54.947737500000009 61.463701450000009 61.396377350000009 5.5000000000000009 82.981501350000016 82.97193200000001 54.990279300000005 6.5000000000000009 57.995000000000012 27.010000000000002 82.970752000000019 54.959412650000012 17.500000000000004 105.35000000000001 9.5000000000000018 15.500000000000002 82.964402850000013 1.5000000000000002 78.710000000000022 8.5000000000000018 44.905000000000008 55.061033200000004 112.04500000000002 55.025681450000008 55.012873400000011 82.888608650000023 82.95335685000002 55.02863030000001 55.030402950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 11 10 9 -9 -8 12 13 14 15 -3 17 -17 -15 -13 21 -10 -11 -24 25 -14 -27 -28 -26 -30
right_child=1 4 -4 -5 -6 -7 7 8 20 22 -12 19 24 18 -16 16 -18 -19 -20 -21 -22 -23 23 -25 28 26 27 -29 29 -31
leaf_value=-35.330729217368692 -8871.995545328351 34577.033861743526 -424.26168076130875 -46552.503232534029 -52901.708488769531 -242.9192655204649 -23120.434260152182 2030.5007607883472 9682.0492470189147 -8193.8936351986977 47907.536190347389 -5923.0312471862235 417.79226070768311 -6068.6719280735797 -151681.47617187499 -13232.325021613135 71770.531741205094 22108.565573528886 -41075.744147521633 55825.808049508429 6682.2741231025493 157493.94788306451 -30802.207124183406 -142338.53290736608 -8076.5410274975193 -7350.2877249731364 21936.460876472916 3396.8889659369688 21940.820630820617 209.58721649477775
leaf_weight=3016415 382 1749 371149 283 80 411537 120 3385 38 995 660 9701 91577 2260 20 803 167 1635 354 89 14503 31 641 35 10740 4683 9360 3562 2548 358662
leaf_count=3016415 382 1749 371149 283 80 411537 120 3385 38 995 660 9701 91577 2260 20 803 167 1635 354 89 14503 31 641 35 10740 4683 9360 3562 2548 358662
internal_value=0 81.8684 -468.051 -24907.5 301.741 306.319 742.406 5145.14 3880.04 -5143.54 36980.2 561.949 680.757 9543.96 21707.6 22504.1 14398.3 10468.4 -10809.5 -5361.68 7010.93 76090.3 -19676.2 -36577 552.027 2026.56 10395 16826 119.194 362.881
internal_weight=0 1.30175e+06 371814 665 929935 929855 518318 20408 19628 5056 780 497910 488120 6988 4374 4354 2605 2438 2614 9790 14572 69 1671 676 481132 109182 17605 12922 371950 361210
internal_count=4318164 1301749 371814 665 929935 929855 518318 20408 19628 5056 780 497910 488120 6988 4374 4354 2605 2438 2614 9790 14572 69 1671 676 481132 109182 17605 12922 371950 361210
is_linear=0
shrinkage=0.1


Tree=2140
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 3 0 5 5 4 0 0 0 5 5 5 6 0 5 5 5 1 0 5 4 5 5 0 5 5
split_gain=1.57851e+12 6.28527e+12 3.16097e+13 3.2121e+13 2.55678e+13 1.90233e+13 3.93643e+13 3.53402e+13 2.80406e+13 2.13202e+13 2.08124e+13 2.85644e+13 4.45885e+13 2.39845e+13 2.52548e+13 2.28084e+13 2.75581e+13 3.54077e+13 3.45943e+13 2.6779e+13 2.1942e+13 2.05938e+13 3.74836e+13 2.50135e+13 1.84188e+13 2.11535e+13 1.75578e+13 1.75395e+13 1.75337e+13 2.82265e+13
threshold=83.663637000000008 83.011163250000024 53.204054050000003 4.5000000000000009 55.212972300000011 4.5000000000000009 55.039751500000008 150.04500000000004 34.920000000000009 4.5000000000000009 54.484631300000011 54.864040150000001 54.99493995000001 54.990000000000002 46.405000000000008 42.205000000000005 1.5000000000000002 54.762542150000009 109.05000000000001 64.805000000000021 39.505000000000003 83.140147550000009 54.978840000000005 70.50500000000001 3.5000000000000004 85.91500000000002 73.405000000000015 53.516665650000007 161.85000000000002 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 28 10 -8 -9 27 15 13 14 -13 20 19 -18 24 -17 -12 26 -23 -24 25 -19 -15 -4 29 -7
right_child=-2 2 4 -5 -6 6 8 9 -10 -11 11 12 -14 21 -16 16 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.079061029959703 257.40786907090268 -7399.6102980971336 1044.5634122600663 -75870.448015202695 -28454.686659203508 -493.80555377840614 5100.4355779339103 -23916.968722098216 -14870.925204600278 -157209.10729166667 10364.91771631522 -5348.4652736910539 7710.7519759843126 5347.3986436631949 -31458.301558555373 22662.042782738095 5997.1367559946129 30783.044907153017 157901.65419034092 -87780.127921195657 -15833.846875876035 -213.07272473900721 45531.82847751525 170916.96974158657 -59330.185937500006 118876.19423828126 -49269.012798108553 -27547.749784461132 23199.615141428862 -25745.354719392246
leaf_weight=3928897 225778 179 531 111 328 147846 902 28 3187 21 1290 804 3541 261 687 42 788 1029 22 46 425 113 41 26 22 28 76 360 311 444
leaf_count=3928897 225778 179 531 111 328 147846 902 28 3187 21 1290 804 3541 261 687 42 788 1029 22 46 425 113 41 26 22 28 76 360 311 444
internal_value=0 -14.2013 -621.727 -33607.4 -563.112 -506.943 -786.011 3678.4 -10465.4 -81042.2 4088.13 5495.45 960.452 -10943.3 -17379 12311.5 19632 22180.3 33762.8 -35069.1 3872.51 7616.62 34925.4 94188.7 31231.7 33116.6 -6969.66 -10507.9 -519.667 -569.412
internal_weight=0 4.09239e+06 163489 290 163199 162871 152690 10181 4089 49 10132 9241 5549 2008 1491 3692 1977 1889 1101 88 1715 517 180 67 1079 1057 337 891 148601 148290
internal_count=4318164 4092386 163489 290 163199 162871 152690 10181 4089 49 10132 9241 5549 2008 1491 3692 1977 1889 1101 88 1715 517 180 67 1079 1057 337 891 148601 148290
is_linear=0
shrinkage=0.1


Tree=2141
num_leaves=31
num_cat=0
split_feature=3 3 1 1 5 5 0 1 0 0 0 1 6 5 2 5 5 1 1 1 1 0 5 0 1 0 1 1 5 1
split_gain=1.51066e+12 1.52729e+13 4.457e+13 4.10093e+13 8.7367e+13 4.89328e+13 4.71362e+13 5.781e+13 4.49546e+13 4.04213e+13 7.57719e+13 5.89084e+13 4.31964e+13 3.7804e+13 3.7321e+13 3.83813e+13 3.60886e+13 3.53946e+13 8.29294e+13 1.38892e+14 1.06106e+14 9.12918e+13 6.60463e+13 1.21154e+14 5.73989e+13 1.16839e+14 5.02433e+13 4.82265e+13 4.49621e+13 4.44448e+13
threshold=18.500000000000004 17.500000000000004 82.961358250000018 59.76223980000001 74.010000000000005 75.015000000000015 57.106514900000001 65.520339550000017 57.117834900000013 54.978840000000005 54.945614000000006 82.958618050000013 1.5000000000000002 41.005000000000003 13.500000000000002 123.15000000000002 34.605000000000011 39.071052600000009 39.143775600000005 39.188277450000008 39.488326500000007 51.717367500000009 95.020000000000024 59.882016200000002 39.110397700000007 45.029420750000007 37.457850350000008 39.262370300000008 116.06000000000002 47.282206100000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 6 -6 9 8 -8 10 11 -5 -11 -4 15 -7 -9 22 24 21 27 -20 -3 26 25 -19 -24 -21 -25 -22
right_child=-2 2 13 4 5 14 7 16 -10 12 -12 -13 -14 -15 -16 -17 -18 18 19 20 29 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-13.259824344069342 -147.14726575907244 3879.1697753622193 6591.6092999248112 7716.1734364811455 61640.208074145048 16232.645303202948 -17969.18052947913 10681.363817115347 25977.279875740904 19930.94912992707 -8903.1385637928961 64226.325102163471 4520.9959319724358 -4042.8906502189807 45151.020531273789 -44503.634406111727 -27029.327033785521 -7060.4529637643982 19436.080986630692 -16729.89559660964 4750.3678597061207 91134.171845894612 39937.783548935149 -63494.794514060988 -20599.879245997668 68399.552890636056 -8313.6104812788126 -62986.781832441855 -482.85880960398708 -3749.2790517706289
leaf_weight=3597421 600644 41852 3920 635 318 1313 359 314 662 3128 3096 260 4347 22700 426 113 1323 2868 585 711 14661 255 292 517 3321 221 827 330 145 10600
leaf_count=3597421 600644 41852 3920 635 318 1313 359 314 662 3128 3096 260 4347 22700 426 113 1323 2868 585 711 14661 255 292 517 3321 221 827 330 145 10600
internal_value=0 23.7748 1133.1 2161.11 6719.77 25401.1 3849.58 -8148.92 10525 6631.02 -1494.74 24132.5 10969.5 -2476.88 19178.7 11419.7 -19795.9 1198.77 -1243.26 1172.78 -105.612 41201.6 3076.59 -15783.5 -11473.5 -1661.73 4277.46 -31393.5 -49693.1 1183.75
internal_weight=0 3.71752e+06 120099 93479 16294 2170 14124 2658 1021 11466 3991 895 7475 26620 1852 1426 1637 77185 33552 27142 26302 840 43633 1781 6410 3089 1119 1041 662 25261
internal_count=4318164 3717520 120099 93479 16294 2170 14124 2658 1021 11466 3991 895 7475 26620 1852 1426 1637 77185 33552 27142 26302 840 43633 1781 6410 3089 1119 1041 662 25261
is_linear=0
shrinkage=0.1


Tree=2142
num_leaves=31
num_cat=0
split_feature=3 1 1 6 3 0 4 5 0 0 3 3 0 5 5 4 3 0 5 3 0 0 0 3 0 5 3 3 1 5
split_gain=1.36576e+12 9.20993e+12 5.08171e+13 4.66297e+13 1.00605e+14 6.77485e+13 7.81737e+13 5.4637e+13 9.65426e+13 6.45764e+13 7.18605e+13 7.597e+13 9.06324e+13 6.16781e+13 4.80112e+13 4.43366e+13 8.14227e+13 4.23302e+13 6.15625e+13 4.60816e+13 9.01052e+13 1.04002e+14 6.45162e+13 3.90913e+13 6.31105e+13 3.61137e+13 3.56258e+13 3.1945e+13 2.85659e+13 4.51389e+13
threshold=10.500000000000002 30.410108300000001 30.388336800000001 1.5000000000000002 8.5000000000000018 59.939091550000008 1.5000000000000002 75.015000000000015 59.963407450000012 59.939091550000008 7.5000000000000009 5.5000000000000009 59.904813200000007 45.610000000000007 42.895000000000003 2.5000000000000004 7.5000000000000009 59.863160500000006 71.00500000000001 9.5000000000000018 59.932719750000011 59.963407450000012 59.990816400000007 6.5000000000000009 59.932719750000011 92.035000000000011 2.5000000000000004 4.5000000000000009 30.578016350000002 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 14 13 9 10 11 12 -9 -5 -6 16 -11 18 26 22 -21 -22 23 27 -25 -10 -15 -19 29 -3
right_child=-2 28 3 7 5 -7 -8 8 25 15 -12 -13 -14 17 -16 -17 -18 19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-250.99968249226364 -72.234782153260809 2525.3187039196523 -22546.921852337618 -3698.4847050293865 57182.745639019369 -66610.654984224762 103652.90719866072 63856.117805205198 -31172.538773148146 322342.61312500003 -52432.214088221954 164503.421875 -62628.791720793968 120702.85441576087 -24470.608557412794 33927.253596443967 81437.397915974085 -135087.85998114225 -71239.829110991384 -112655.80941611843 159883.84773033406 -27905.737750244141 -15049.083985441237 -39882.069873601744 -107889.25947285556 -156647.74389648438 -4818.9666190930011 -27391.654994391007 52.921342486452119 23802.468207559607
leaf_weight=130875 1629650 25284 446 3534 163 52 189 166 81 20 112 43 86 23 129 58 47 29 145 38 58 60 893 308 245 32 1338 548 2522474 1038
leaf_count=130875 1629650 25284 446 3534 163 52 189 166 81 20 112 43 86 23 129 58 47 29 145 38 58 60 893 308 245 32 1338 548 2522474 1038
internal_value=0 43.7853 -746.736 -8083.55 12497.2 41821.2 53543.6 -10645.7 17239.9 35070.4 15762.4 41653.2 20690.6 -13137.2 21109.9 97937.5 153349 -22189.1 -9297.07 -31099.4 21269.2 64397.6 -35137.7 -51013 -70011.8 -66705.3 -2697.73 -32804.5 87.1195 3364.38
internal_weight=0 2.68851e+06 139718 8843 979 533 481 7864 645 532 407 295 252 7219 292 125 67 3685 1506 2179 156 118 2023 1130 553 113 1361 577 2.5488e+06 26322
internal_count=4318164 2688514 139718 8843 979 533 481 7864 645 532 407 295 252 7219 292 125 67 3685 1506 2179 156 118 2023 1130 553 113 1361 577 2548796 26322
is_linear=0
shrinkage=0.1


Tree=2143
num_leaves=31
num_cat=0
split_feature=5 5 3 2 1 1 2 1 2 0 3 4 1 0 0 3 1 3 1 0 2 0 1 1 2 1 5 1 5 3
split_gain=1.33679e+12 1.38e+13 2.07109e+13 2.50372e+13 2.3527e+13 3.12597e+13 3.67499e+13 2.54395e+13 3.51756e+13 1.75018e+13 2.48903e+13 2.05574e+13 2.11035e+13 2.08323e+13 2.50987e+13 2.07478e+13 1.84524e+13 4.5425e+13 1.77307e+13 2.6136e+13 1.7035e+13 1.82418e+13 1.77795e+13 1.96177e+13 1.6805e+13 1.60013e+13 3.5324e+13 6.05626e+13 3.91555e+13 3.67441e+13
threshold=89.00500000000001 90.015000000000015 7.5000000000000009 6.5000000000000009 83.053286850000021 83.00362155000002 4.5000000000000009 83.140147550000009 8.5000000000000018 55.043101600000007 9.5000000000000018 3.5000000000000004 37.275078000000001 45.067452850000002 43.514103700000014 25.500000000000004 82.933113850000026 23.500000000000004 82.902675200000019 54.864040150000001 5.5000000000000009 47.222459950000008 39.925119750000007 39.071052600000009 2.5000000000000004 82.911991800000024 103.45000000000002 82.957885500000017 91.050000000000011 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 -7 8 -6 10 18 12 -12 14 -13 16 -14 -18 19 20 21 22 23 -4 -15 -3 27 28 -27 -30
right_child=1 25 4 -5 7 6 -8 -9 -10 -11 11 13 15 24 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=12.91250004253237 -8053.5296748402588 -352.00927822231489 61098.560688709076 -74771.655071271933 2345.0703309257074 179743.28078497027 -5201.083451704546 -9971.3240413934254 -104997.38302578396 -3345.160004235514 29714.237460794935 15036.230167061944 -1508.4066482999879 75718.008463541672 -85410.236296329938 77635.570407366075 14016.522855557529 171424.50921875003 77493.425785156243 -59731.779124273256 2902.3753657574257 9399.6383189099906 28703.522263710172 171299.58453125 -14945.338050200975 -9484.7478577492457 -915.5244620422568 2017.7721771321276 34809.24263494114 11577.704380673233
leaf_weight=4097479 4257 175741 84 57 53 21 22 611 72 7632 274 35 3581 24 86 35 220 20 50 43 323 188 153 20 138 440 15209 8567 1302 1427
leaf_count=4097479 4257 175741 84 57 53 21 22 611 72 7632 274 35 3581 24 86 35 220 20 50 43 323 188 153 20 138 440 15209 8567 1302 1427
internal_value=0 -239.748 -2893.38 -8935.06 -988.83 -0.319101 85120.6 -18380.4 -59484.2 -283.924 4145.99 1111.54 2898.18 -24962 -56355.5 992.678 290.636 27133.9 19698.9 16135.7 20383.5 33072 50388.8 82291.1 -1513.73 -4.09841 2265.05 6386.84 18198.1 22661.4
internal_weight=0 220685 17999 4314 13685 12949 43 736 125 12906 5274 4413 4130 283 121 3856 3821 240 861 811 768 445 257 104 162 202686 26945 11736 3169 2729
internal_count=4318164 220685 17999 4314 13685 12949 43 736 125 12906 5274 4413 4130 283 121 3856 3821 240 861 811 768 445 257 104 162 202686 26945 11736 3169 2729
is_linear=0
shrinkage=0.1


Tree=2144
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 5 0 0 5 3 3 3 5 1 1 3 5 5 3 0 3 3 3 3 5 6 5 4 3
split_gain=1.34454e+12 1.15285e+13 4.08255e+13 1.03599e+14 1.40761e+14 9.29564e+13 1.33566e+14 7.39308e+13 7.284e+13 8.17415e+13 7.1317e+13 7.44253e+13 6.84671e+13 7.2595e+13 6.30076e+13 8.90664e+13 6.64985e+13 6.02232e+13 7.56736e+13 6.00333e+13 6.64884e+13 9.11048e+13 9.82242e+13 5.82529e+13 6.88853e+13 5.61554e+14 8.85129e+13 7.2701e+13 2.7973e+14 6.7627e+13
threshold=30.346469350000003 30.305955500000003 59.846652800000008 59.882016200000002 46.010000000000012 6.5000000000000009 41.365000000000002 59.820733200000006 59.863160500000006 58.040000000000006 8.5000000000000018 12.500000000000002 10.500000000000002 56.835000000000008 30.332994000000003 30.323743050000001 13.500000000000002 85.91500000000002 85.020000000000024 22.500000000000004 59.755965500000009 14.500000000000002 6.5000000000000009 14.500000000000002 15.500000000000002 67.990000000000023 1.5000000000000002 44.905000000000008 1.5000000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 19 10 -10 -6 12 -12 -14 15 -11 -16 18 -13 20 -3 22 -22 -9 25 27 -27 -25 -29 -26
right_child=-2 2 3 -5 8 6 -8 23 9 14 11 17 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=-235.72889501784704 -13.926155589709388 -61384.492573178366 -29234.40578774409 913.53700055189154 40492.011918738135 -10603.536944757587 56394.879061355932 -24853.413893376888 12595.263506176867 81884.595647040303 -15753.13113370706 17858.98686478753 -43987.07508081897 -279105.49029947916 99448.9870205966 3131.8544039713543 297677.49859375 -21127.0185846612 134806.56076239224 44204.911519491798 15600.659498548741 -3969.9972371132035 97760.400496973176 -13476.389987643081 -31820.798526244595 214376.43559570314 485965.72838541673 290773.16730769229 11666.361534189389 -3710.5673351331607
leaf_weight=173023 4064974 153 947 62485 872 894 446 1933 446 397 131 1202 29 24 110 225 20 404 58 396 611 2302 191 961 1165 24 24 39 453 3225
leaf_count=173023 4064974 153 947 62485 872 894 446 1933 446 397 131 1202 29 24 110 225 20 404 58 396 611 2302 191 961 1165 24 24 39 453 3225
internal_value=0 223.585 1214.91 2137.35 14461.2 -5252.48 11695.9 -4305.87 25968.5 46513.6 16919.6 5796.62 -54553.4 -150456 66630 53396.9 129946 12469.9 23242.3 7440.08 2970.06 6142.17 35167.4 -9790.01 -4847.29 13645.8 350171 2528.7 33790.7 -11170.3
internal_weight=0 253190 80167 68690 6205 2287 1340 11477 3918 1198 2720 1848 184 53 752 622 130 1664 1260 3653 3257 3104 802 7824 5891 1501 48 1453 492 4390
internal_count=4318164 253190 80167 68690 6205 2287 1340 11477 3918 1198 2720 1848 184 53 752 622 130 1664 1260 3653 3257 3104 802 7824 5891 1501 48 1453 492 4390
is_linear=0
shrinkage=0.1


Tree=2145
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 5 5 5 5 4 3 0 0 0 5 6 0 3 3 5 2 3 5 4 0 5 0 5 4 5
split_gain=1.42304e+12 2.33902e+13 2.0797e+13 1.84456e+13 2.27431e+13 2.33614e+13 3.73744e+13 2.63636e+13 5.18608e+13 4.11589e+13 3.96582e+13 5.25592e+13 2.89705e+13 3.35523e+13 3.12523e+13 2.28881e+13 2.21464e+13 4.27464e+13 3.73401e+13 3.306e+13 2.7137e+13 6.35854e+13 4.96116e+13 2.8329e+13 6.33423e+13 2.15307e+13 4.27766e+13 2.0948e+13 6.45072e+13 7.3249e+13
threshold=28.619594500000002 59.609407350000005 60.693675950000006 54.725565150000001 9.5000000000000018 98.020000000000024 95.020000000000024 61.405000000000008 64.805000000000021 2.5000000000000004 8.5000000000000018 54.736324100000012 54.947737500000009 54.934662400000008 89.00500000000001 1.5000000000000002 54.959412650000012 8.5000000000000018 6.5000000000000009 120.05000000000001 5.5000000000000009 6.5000000000000009 116.06000000000002 3.5000000000000004 54.736324100000012 64.020000000000024 54.736324100000012 101.05000000000001 2.5000000000000004 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 27 5 6 7 -5 25 12 -11 -12 13 14 -10 -6 17 20 -18 -19 21 -7 -22 24 -24 -9 -27 28 29 -1
right_child=-2 2 -4 4 15 16 -8 8 9 10 11 -13 -14 -15 -16 -17 18 19 -20 -21 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2526.3652152189024 -5.3328495889097027 -69616.945472281324 32729.00360952524 2628.1924205464061 1668.0263152433361 -12687.916793909302 66979.334632888364 27203.817142833788 207.5753181902067 8047.3434280199745 112788.27621956759 25703.399038756128 -29355.180565330069 47750.060696797977 -83476.764632161474 -13532.953209729552 2086.5670863054802 105859.47538052262 -105778.91017578126 409.57622950819677 136997.69591733871 -132504.07771045921 -33329.643750000003 -55525.252018229163 187556.46875 191023.43427734377 46602.624634308515 9312.4751801630537 -16219.525518391783 17039.024582823749
leaf_weight=13518 4281218 84 26 6616 3798 461 103 657 635 1325 86 357 397 142 48 1340 69 58 60 61 31 49 37 57 20 24 141 1713 2804 2229
leaf_count=13518 4281218 84 26 6616 3798 461 103 657 635 1325 86 357 397 142 48 1340 69 58 60 61 31 49 37 57 20 24 141 1713 2804 2229
internal_value=0 617.959 -45426.1 755.456 3229.95 5713.28 7036.89 6444.82 13068.9 6953.2 16707.4 42609.3 -7159.22 3521.74 -5673.61 -2296.42 -9722.96 -3329.55 -48083.4 51805.3 -13346.4 -24199.7 24827 -5675.5 44174.3 35314.4 67609.3 -1268.19 -2245.21 243.131
internal_weight=0 36946 110 36836 16572 11434 10531 10428 3812 2990 1768 443 1222 825 683 5138 903 774 129 119 655 510 145 114 57 822 165 20264 18551 15747
internal_count=4318164 36946 110 36836 16572 11434 10531 10428 3812 2990 1768 443 1222 825 683 5138 903 774 129 119 655 510 145 114 57 822 165 20264 18551 15747
is_linear=0
shrinkage=0.1


Tree=2146
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 5 0 3 0 1 5 3 3 1 1 3 1 0 5 0 3 1 0 3 5 5 1 2 1
split_gain=1.32769e+12 1.21769e+13 4.25518e+13 9.54875e+13 9.53495e+13 5.109e+13 5.34889e+13 3.39819e+13 2.81738e+13 5.48717e+13 9.44045e+13 6.28965e+13 5.87022e+13 3.69399e+13 3.27736e+13 3.60126e+13 5.51811e+13 4.59018e+13 2.65973e+13 2.49361e+13 2.41212e+13 2.40882e+13 2.35126e+13 2.33809e+13 4.52357e+13 2.2532e+13 2.22636e+13 2.17262e+13 2.14171e+13 2.08046e+13
threshold=54.762542150000009 54.484631300000011 53.243495500000009 39.826386800000009 56.135466100000009 21.500000000000004 58.995000000000012 54.708501450000007 18.500000000000004 54.648549400000007 30.578016350000002 70.50500000000001 13.500000000000002 3.5000000000000004 39.767857750000005 39.726951800000002 9.5000000000000018 39.714575750000009 54.736324100000012 80.00500000000001 54.736324100000012 14.500000000000002 78.608766650000021 54.736324100000012 3.5000000000000004 92.035000000000011 63.455000000000005 39.666208800000007 3.5000000000000004 55.912026600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 7 29 9 11 -11 -3 13 -13 15 17 25 -15 -12 -5 -9 -22 -6 24 -24 -17 -20 -14 -8 -4
right_child=-2 2 4 19 22 -7 28 20 -10 10 18 12 27 14 -16 16 -18 -19 26 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.120813583783498 -35.585982586423462 4783.9658291800133 17185.702618016465 -15991.573076546105 -20979.858499623209 -1175.499608360426 8195.0651530001123 -1429.1818841384707 -12791.049045377878 301.32234580673799 -48375.432576540996 -24348.123615722656 -56037.847259256116 46090.726430355753 -51060.205717329547 91545.973403532611 38581.145998622349 -104015.99691220239 -9070.4680907639722 -62107.438774334012 6006.9578508669692 33333.423242728539 3920.6654545944039 861.37816469119991 -16860.18580442388 217586.63458614866 -50202.271986860796 15458.297218033033 19728.725945013124 4930.0858719784783
leaf_weight=1177241 3058474 5291 3120 3014 773 6646 2414 6720 1560 28826 420 80 92 681 33 23 70 21 650 122 3031 361 1740 6523 2632 37 165 79 4834 2491
leaf_count=1177241 3058474 5291 3120 3014 773 6646 2414 6720 1560 28826 420 80 92 681 33 23 70 21 650 122 3031 361 1740 6523 2632 37 165 79 4834 2491
internal_value=0 86.4013 1261.24 -1013.88 3529.69 6546.1 8780.12 5503.82 369.209 932.168 -858.619 9334.36 30908 40664.1 46676.8 50553.4 98899.6 41600.4 -27932.7 -17785.6 2040.78 8915.23 -4126.9 -2931.19 -8589.67 169271 -17397.8 -23007.5 15887.4 11744.8
internal_weight=0 1.25969e+06 82449 41164 41285 29617 22971 15723 38028 36468 30061 6407 1116 945 865 832 130 702 1235 3136 10112 3392 11668 10895 4372 60 815 171 7248 5611
internal_count=4318164 1259690 82449 41164 41285 29617 22971 15723 38028 36468 30061 6407 1116 945 865 832 130 702 1235 3136 10112 3392 11668 10895 4372 60 815 171 7248 5611
is_linear=0
shrinkage=0.1


Tree=2147
num_leaves=31
num_cat=0
split_feature=1 2 5 4 5 4 0 1 3 0 0 1 1 3 0 0 1 5 0 1 1 5 4 3 1 3 1 0 1 3
split_gain=1.3311e+12 6.13279e+12 1.67864e+13 4.01787e+13 2.18039e+13 1.97657e+13 1.40698e+13 1.3263e+13 1.6094e+13 2.34465e+13 7.82306e+12 2.6023e+13 2.94733e+13 2.20948e+13 2.14553e+13 1.63414e+13 3.3905e+13 2.88624e+13 2.11898e+13 4.44152e+13 2.65137e+13 2.51129e+13 2.39556e+13 2.32804e+13 4.26334e+13 3.32723e+13 1.27973e+14 2.27247e+13 2.88839e+13 1.78459e+13
threshold=83.663637000000008 1.5000000000000002 150.04500000000004 3.5000000000000004 114.05000000000001 4.5000000000000009 56.110481950000008 84.920232800000022 6.5000000000000009 56.028355650000009 53.37994195000001 84.920232800000022 83.761389800000003 19.500000000000004 53.516665650000007 53.310923100000004 83.761389800000003 161.85000000000002 52.485928400000006 104.38035940000002 104.38035940000002 57.995000000000012 1.5000000000000002 8.5000000000000018 103.85249100000001 7.5000000000000009 83.761389800000003 52.719210700000012 93.043229050000022 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 -2 -6 9 -9 13 12 14 15 -12 18 17 29 20 23 22 -21 -3 25 -25 27 -27 -20 -29 -17
right_child=1 10 3 5 7 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-13.040916864912266 -1701.3948649252213 -549.56178347207049 -17408.40575284091 169281.7341875 -90542.743392857141 35905.930585937502 4288.4347452924612 -15256.987993110406 37261.916964285716 -119900.67913295201 6282.1319227636341 251.69217053997522 -12309.185394383061 -15426.110280764813 -63784.712309027782 6226.753264782199 8891.479359462408 -61614.477547089045 628.73273390126235 20026.649003872808 25.361126608272247 95566.269704861115 10202.454266993738 -6000.6312714958767 -36245.126890903986 167315.80381780662 -40641.41323898088 -7221.1933719714743 -46817.266479373095 -456.25433767441012
leaf_weight=4092386 29967 3248 55 25 35 20 4512 91 35 28 1516 107401 3435 789 45 5508 7869 73 8006 146 26658 63 5724 3290 543 53 67 1818 205 14553
leaf_count=4092386 29967 3248 55 25 35 20 4512 91 35 28 1516 107401 3435 789 45 5508 7869 73 8006 146 26658 63 5724 3290 543 53 67 1818 205 14553
internal_value=0 236.376 -985.217 39927 -1103.23 110004 -917.552 -34975.8 -22347 -39879 458.732 -76.4848 -7131.44 1223.96 4262.27 1392.76 3325.58 1150.25 306.378 -2961.45 1607.91 42797 6310.06 -3645.43 -10285.2 -1137.77 51206.4 -1764.09 -11233.6 1378.65
internal_weight=0 225778 34768 100 34668 45 34479 189 154 119 191010 112397 4996 78613 1561 77824 28003 20134 49821 14191 35630 209 8972 13982 3833 10149 120 10029 2023 20061
internal_count=4318164 225778 34768 100 34668 45 34479 189 154 119 191010 112397 4996 78613 1561 77824 28003 20134 49821 14191 35630 209 8972 13982 3833 10149 120 10029 2023 20061
is_linear=0
shrinkage=0.1


Tree=2148
num_leaves=31
num_cat=0
split_feature=5 5 3 4 0 1 3 3 0 1 3 0 2 0 1 0 2 0 0 3 0 6 1 1 5 3 6 1 1 1
split_gain=1.36226e+12 8.35644e+12 1.79317e+13 1.56436e+13 4.64814e+13 3.7482e+13 3.21356e+13 2.93269e+13 3.05904e+13 2.78591e+13 3.65828e+13 2.24409e+13 2.23991e+13 2.11937e+13 1.84323e+13 1.47439e+13 1.48006e+13 1.40993e+13 2.24593e+13 1.76525e+13 5.73778e+13 2.21253e+13 1.69697e+13 2.17873e+13 2.75183e+13 3.16896e+13 3.37964e+13 3.9799e+13 2.48762e+13 2.33233e+13
threshold=42.005000000000003 40.405000000000008 4.5000000000000009 1.5000000000000002 56.054485600000007 38.151577750000008 18.500000000000004 32.500000000000007 55.664473600000008 60.837513500000007 10.500000000000002 55.025681450000008 3.5000000000000004 44.874285750000006 82.975438000000011 44.039893800000009 2.5000000000000004 47.208883950000008 54.946533000000009 23.500000000000004 44.998833400000002 1.5000000000000002 30.226173900000003 49.201680550000006 41.005000000000003 9.5000000000000018 1.5000000000000002 30.259484550000003 30.388336800000001 38.151577750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 13 5 7 9 8 -5 -7 14 -12 -13 -4 -11 -3 -17 19 -19 -15 21 -21 -20 24 29 26 28 -28 -26 -24
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 11 12 -14 17 -16 16 -18 18 22 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-18.687565775533908 -43.111275930028214 12299.247618571848 7878.449806284445 3791.152995996325 -2135.091211517064 -1628.6470776776807 20814.843374104566 -25350.494252182081 18042.647268325887 11967.712095352153 2511.4701388827862 -41781.163450193722 -6452.6424854173092 -2975.9789123243518 3018.6387464303739 -754.00390877633379 -6453.0065617166365 2976.2156229427765 -8370.4755094740831 105264.92314082279 3018.4228618756724 -8126.555220170455 -3542.3468610059967 -1083.9936553403318 -35563.938631201854 2559.0060745923574 147519.16396789553 18108.075582595939 4927.1811451661169 5101.2952638482984
leaf_weight=1378080 2717292 690 3779 2406 13788 10191 963 209 4027 5247 889 306 434 19437 4100 14413 6664 32284 2395 79 1725 22 11852 58481 180 20581 24 2422 966 4238
leaf_count=1378080 2717292 690 3779 2406 13788 10191 963 209 4027 5247 889 306 434 19437 4100 14413 6664 32284 2395 79 1725 22 11852 58481 180 20581 24 2422 966 4238
internal_value=0 73.1763 641.4 936.613 2638.81 4926.54 2949.18 11514.8 12712.5 2136.38 5632.13 -8196.92 -21061.5 479.443 8042.26 -2084.98 -2555.88 298.685 679.811 -2092.85 7307.74 80565.8 -53.2105 148.522 1938.72 4071.62 12738.4 19377.8 -1432.68 -1265.67
internal_weight=0 1.60087e+06 222792 201025 42560 28772 22130 6642 6433 21167 10976 1629 740 158465 9347 21767 21077 154686 133423 21263 1826 101 101139 98744 40263 24173 3592 2446 1146 16090
internal_count=4318164 1600872 222792 201025 42560 28772 22130 6642 6433 21167 10976 1629 740 158465 9347 21767 21077 154686 133423 21263 1826 101 101139 98744 40263 24173 3592 2446 1146 16090
is_linear=0
shrinkage=0.1


Tree=2149
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 5 0 5 2 0 1 5 5 2 5 1 3 1 0 1 5 6 5 1 3 6 4 5 5
split_gain=1.42226e+12 1.14814e+13 3.01702e+13 1.93705e+13 4.13836e+13 3.76032e+13 2.6848e+13 3.85997e+13 3.59373e+13 3.37903e+13 3.11191e+13 7.35656e+13 7.66549e+13 3.75307e+13 3.67733e+13 2.67804e+13 4.59742e+13 2.47435e+13 4.76507e+13 3.51568e+13 6.84951e+13 5.16964e+13 4.06816e+13 3.12558e+13 3.81316e+13 3.41759e+13 3.66691e+13 3.04944e+13 3.01532e+13 5.24244e+13
threshold=56.819808050000006 56.895161300000005 114.17164950000002 60.611165000000007 3.5000000000000004 77.715000000000018 142.05000000000004 56.838612000000005 137.05000000000004 8.5000000000000018 56.831297550000009 60.628582700000003 101.05000000000001 132.05000000000004 5.5000000000000009 71.715000000000018 60.648383500000008 13.500000000000002 53.243495500000009 56.831297550000009 60.58031445000001 88.015000000000015 1.5000000000000002 87.00500000000001 60.479177250000006 26.500000000000004 1.5000000000000002 2.5000000000000004 95.020000000000024 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 10 -9 11 14 15 -12 -5 -13 -17 18 -6 20 21 23 -21 24 -19 26 -26 -22 29 -24
right_child=1 -3 -4 6 17 -7 7 9 -10 -11 13 12 -14 -15 -16 16 -18 19 -20 22 27 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-28.468248101445813 -9506.8025436540902 -16.813029616162076 -54044.552102198744 7920.8668124990572 7078.1527423922062 -59721.165077882382 67905.562944592937 -57252.167544022821 -89213.421075148814 58544.343470982152 4939.1880314837463 -4711.7641586915197 -115907.25007176255 127538.31809375 52297.299303028682 6199.5571310353844 -63163.631634720208 -11464.539431105026 -62.092451308765227 937.05047697557404 44658.814352177971 -46713.741373625904 -8280.8278455371783 61484.133742453836 52381.707879638678 -6226.6911394863055 11014.552781585327 11818.068111297975 15017.900372588614 -142915.28844288792
leaf_weight=3465455 2023 754338 99 518 13955 161 152 63 42 42 20542 3768 66 25 292 172 215 1406 28301 11830 549 226 10687 88 280 777 913 583 567 29
leaf_count=3465455 2023 754338 99 518 13955 161 152 63 42 42 20542 3768 66 25 292 172 215 1406 28301 11830 549 226 10687 88 280 777 913 583 567 29
internal_value=0 115.696 1131.82 1187.4 347.585 -13208.5 3534.47 35695 3212.11 -10933.6 3363.76 -3685.92 -8983.1 5088.21 23918.3 -7284.67 -32335.5 769.384 2295.97 -1539.81 6227.04 -374.206 -3160.18 2649.1 1115.49 10093.9 20723.5 27745.2 -7456.05 -8645.18
internal_weight=0 852709 98371 98272 72375 2184 25897 257 25640 105 25598 5031 4221 20567 810 4155 387 70191 42256 27935 4822 3690 23113 3464 3376 1970 1193 1132 11283 10716
internal_count=4318164 852709 98371 98272 72375 2184 25897 257 25640 105 25598 5031 4221 20567 810 4155 387 70191 42256 27935 4822 3690 23113 3464 3376 1970 1193 1132 11283 10716
is_linear=0
shrinkage=0.1


Tree=2150
num_leaves=31
num_cat=0
split_feature=5 4 3 2 0 4 1 0 3 4 4 4 5 3 1 3 3 2 0 5 3 3 0 1 0 0 2 3 2 3
split_gain=1.45492e+12 9.60921e+12 1.64252e+13 1.10676e+13 2.60577e+13 2.49642e+13 2.27532e+13 4.89598e+13 1.74879e+13 5.14109e+13 2.12404e+13 1.6943e+13 1.86718e+13 2.46228e+13 5.24396e+13 4.2495e+13 2.71926e+13 3.68709e+13 3.44747e+13 2.63294e+13 1.66978e+13 1.4444e+13 3.13122e+13 1.9695e+13 3.05315e+13 2.76302e+13 1.58095e+13 1.07349e+13 4.78649e+13 4.02088e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 12.500000000000002 55.601678500000013 1.5000000000000002 55.957851400000003 46.672631750000008 14.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 225.45000000000002 8.5000000000000018 39.041623000000008 5.5000000000000009 4.5000000000000009 2.5000000000000004 47.236539400000005 150.04500000000004 22.500000000000004 3.5000000000000004 55.299834250000011 56.022377500000012 57.641335050000002 50.565831500000009 5.5000000000000009 11.500000000000002 10.500000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 -5 11 -10 -11 21 13 15 -15 16 17 19 -18 -13 -6 22 -2 24 25 26 -23 28 -3 -29
right_child=1 27 -4 4 20 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=4.0296241616186483 -96567.552375000014 -2818.2955166111697 76616.993557739261 20969.225177556818 111257.1310037364 57884.101862281983 38257.179882812503 -192498.99366164437 -142836.28233366934 -37450.890709997111 24048.085194644766 -116840.12378472224 7184.9335765177766 27635.485677083332 -170681.66501302086 78048.49539741849 -3091.5409143518518 93234.671979166684 -157653.20418346775 7560.1918244735061 3640.7132440476194 122326.00065625001 65107.702955163055 7041.9019070400282 -3686.9635557432434 198530.77744565217 9864.4912500000009 27004.054702960118 -90902.642842741945 -749.68402294036332
leaf_weight=4297453 25 12365 32 22 46 43 24 21 31 108 117 27 1166 24 30 46 27 30 31 46 21 25 23 89 37 23 25 576 62 5569
leaf_count=4297453 25 12365 32 22 46 43 24 21 31 108 117 27 1166 24 30 46 27 30 31 46 21 25 23 89 37 23 25 576 62 5569
internal_value=0 -836.132 5510.85 4430.93 28363.4 -1581.52 -39746 -83282.7 2236.09 -22105.4 -5471.42 5958.57 1773 -22404.5 -82540.7 -6716.74 -30935.4 -95.8676 -85702.1 -38450.9 77526.6 30140 -19098.2 42016.5 70314.1 107822 66095.2 -1567.14 -3257.76 1851.81
internal_weight=0 20711 2139 2107 177 110 67 43 1930 256 225 1674 1427 261 54 207 161 103 58 73 67 247 48 199 110 73 50 18572 12427 6145
internal_count=4318164 20711 2139 2107 177 110 67 43 1930 256 225 1674 1427 261 54 207 161 103 58 73 67 247 48 199 110 73 50 18572 12427 6145
is_linear=0
shrinkage=0.1


Tree=2151
num_leaves=31
num_cat=0
split_feature=3 6 0 4 1 5 3 0 1 1 5 1 0 0 1 1 5 1 1 5 1 0 1 0 1 0 5 1 5 1
split_gain=1.4671e+12 1.33849e+13 1.40449e+13 2.49331e+13 4.80331e+13 2.68035e+13 2.35466e+13 1.617e+13 2.23052e+13 1.76471e+13 1.9411e+13 3.04494e+13 2.12166e+13 2.80949e+13 7.85753e+13 2.51423e+13 2.031e+13 1.35501e+13 2.66437e+13 1.66021e+13 1.90162e+13 1.38398e+13 3.11496e+13 1.35172e+13 1.27486e+13 1.43978e+13 1.19991e+13 1.85905e+13 1.25706e+13 1.45193e+13
threshold=3.5000000000000004 1.5000000000000002 59.820733200000006 2.5000000000000004 30.451272450000005 77.00500000000001 2.5000000000000004 44.732363600000006 37.597123000000003 103.85249100000001 62.710000000000008 34.359746700000009 55.674875350000008 55.793358600000012 37.971176850000006 39.753614400000011 36.995000000000012 36.546174950000008 37.275078000000001 94.040000000000006 37.39371280000001 57.60800230000001 39.899261850000009 54.762542150000009 39.262370300000008 55.110554300000004 80.815000000000012 44.660994650000006 123.15000000000002 39.925119750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -4 8 -1 10 12 23 24 14 16 -15 -14 -13 -19 20 -20 -21 -23 -12 -9 -26 -10 28 29 -28
right_child=-2 -3 3 4 -6 -7 -8 9 26 -11 11 17 13 15 -16 -17 -18 18 19 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-76025.568121711578 -14.267897466513709 456.54576724519467 52451.155379882817 -182780.17818750002 -22725.016044270833 105246.39945312502 -19776.244263140088 -2864.1230608800324 -5337.1579507320876 -21349.65462323805 -112617.67367466519 66888.084915865387 -91379.243181818179 9215.0910581000862 -16586.498862883589 -7429.7041920014817 -230615.667109375 -26811.835041852682 103630.03082682291 -5024.8108368370922 14074.222323785536 118448.93550659181 -15643.15498285061 -22025.747656250001 3183.5386917828178 20242.994117791593 -65497.223813949095 15165.16594426082 -82078.085608552632 -3903.8157763671875
leaf_weight=49 4074053 224571 50 25 75 20 464 3056 2190 401 28 39 22 1168 655 4069 20 210 24 812 1964 30 41 40 3206 585 62 78 57 100
leaf_count=49 4074053 224571 50 25 75 20 464 3056 2190 401 28 39 22 1168 655 4069 20 210 24 812 1964 30 41 40 3206 585 62 78 57 100
internal_value=0 238.122 -2272.2 -16912.6 -62738.8 -8330.88 -12750.2 -1781.24 -9211.52 -630.164 -109.873 6870.98 -1851.13 -6227.68 -25088.7 -3717.44 -157682 8313.78 7572.33 10087.4 15155.4 -1322.82 41015.5 -59328.3 1941.85 5816.03 -7895.12 -26756.8 -41687.9 -27476.6
internal_weight=0 244111 19540 634 100 534 514 18906 2536 16370 15969 3188 12781 5934 697 5237 42 3120 3081 2871 1988 883 71 68 6847 3791 2487 297 219 162
internal_count=4318164 244111 19540 634 100 534 514 18906 2536 16370 15969 3188 12781 5934 697 5237 42 3120 3081 2871 1988 883 71 68 6847 3791 2487 297 219 162
is_linear=0
shrinkage=0.1


Tree=2152
num_leaves=31
num_cat=0
split_feature=4 1 1 1 3 2 0 5 5 0 2 1 5 0 1 1 2 0 5 1 1 5 2 3 0 5 0 0 2 0
split_gain=1.45231e+12 7.15019e+12 2.52338e+13 2.14053e+13 2.24161e+13 4.46501e+13 2.97535e+13 4.74296e+13 4.19226e+13 3.50324e+13 3.23217e+13 2.82691e+13 3.75336e+13 2.64575e+13 2.39444e+13 2.37802e+13 2.19374e+13 2.16641e+13 1.99781e+13 1.92724e+13 2.73726e+13 1.85836e+13 2.28338e+13 3.03796e+13 1.97611e+13 1.70404e+13 1.70912e+13 1.78333e+13 1.95736e+13 1.65531e+13
threshold=4.5000000000000009 38.950530550000003 30.362552800000003 39.614024000000008 10.500000000000002 9.5000000000000018 45.022371150000005 177.02500000000003 128.92000000000004 45.005863250000004 4.5000000000000009 39.032393150000004 150.04500000000004 45.112033650000008 38.984911950000004 39.143775600000005 6.5000000000000009 45.059881250000011 118.33500000000002 39.694727950000008 39.666208800000007 128.92000000000004 14.500000000000002 14.500000000000002 45.029420750000007 26.005000000000006 44.580511600000001 44.732363600000006 8.5000000000000018 57.945214300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 14 8 10 -3 -10 15 12 -12 18 16 -8 -6 -9 -7 20 -5 -20 23 -23 -24 -4 -27 28 -28 -21
right_child=1 3 25 19 5 13 7 17 9 -11 11 -13 -14 -15 -16 -17 -18 -19 21 29 -22 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=-3.3513029256202511 6459.0370749380545 23115.775026483054 -98339.096428571444 -12151.359421314914 77524.124726562513 104053.97940848215 1050.6597809205573 -91059.4649850399 70487.394937499994 245687.5316964286 188969.40342339411 -13312.334978693183 46479.819716282895 107282.86184244792 -95460.511357383133 102243.71358506946 -70588.836250000008 5475.3559546429178 -89965.342734375008 624.86647668989565 -136371.44653320312 -2098.4671195652172 33915.893800730519 117061.82525390625 -28475.075275272651 -63572.912944878481 70107.238276447242 -8414.6607364994015 -19904.984218139653 24300.728717240476
leaf_weight=4303792 1917 59 21 68 20 21 166 47 25 21 36 22 38 30 63 27 20 46 20 8447 24 46 77 40 149 54 61 2461 40 306
leaf_count=4303792 1917 59 21 68 20 21 166 47 25 21 36 22 38 30 63 27 20 46 20 8447 24 46 77 40 149 54 61 2461 40 306
internal_value=0 1003.57 -2271.46 2522.67 16600.7 1406.76 31763.4 18804.5 78909.1 150470 38793.3 86211 115799 17125.3 -57041.8 15207.2 3467.64 -43311.1 9463.2 974.004 -44556.6 3480.04 9470.13 53324.9 -7217.98 -8618.2 -7897.96 -6724.49 34458.8 1452.56
internal_weight=0 14372 4554 9818 973 486 487 382 105 46 289 96 74 383 103 193 40 93 353 8845 92 332 312 86 226 2637 2616 2562 101 8753
internal_count=4318164 14372 4554 9818 973 486 487 382 105 46 289 96 74 383 103 193 40 93 353 8845 92 332 312 86 226 2637 2616 2562 101 8753
is_linear=0
shrinkage=0.1


Tree=2153
num_leaves=31
num_cat=0
split_feature=0 6 4 5 4 1 3 2 1 5 3 0 3 1 5 5 1 3 1 0 2 5 1 1 3 0 0 2 5 0
split_gain=1.36517e+12 1.47217e+13 2.65621e+13 3.37715e+13 6.43887e+13 5.38623e+13 5.74813e+13 5.21602e+13 5.89088e+13 4.53748e+13 3.89723e+13 6.77831e+13 6.47483e+13 1.28368e+14 8.08362e+13 1.01435e+14 1.06222e+14 7.04534e+13 9.4844e+13 2.21827e+14 6.81958e+13 6.71107e+13 1.89733e+14 1.99429e+14 1.51557e+14 1.0902e+14 8.89373e+13 1.03944e+14 1.04134e+14 8.50198e+13
threshold=57.581016350000006 1.5000000000000002 3.5000000000000004 81.00500000000001 2.5000000000000004 49.964253350000007 7.5000000000000009 4.5000000000000009 33.101335500000005 68.00500000000001 16.500000000000004 57.60800230000001 14.500000000000002 30.315880100000005 40.205000000000005 68.52500000000002 30.305955500000003 15.500000000000002 30.346469350000003 60.035045000000004 8.5000000000000018 70.00500000000001 30.315880100000005 30.278357500000002 7.5000000000000009 59.950068600000009 59.932719750000011 3.5000000000000004 74.610000000000014 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 7 -6 9 -9 12 -12 21 14 -14 16 -16 -15 19 -19 -17 -2 23 25 -25 -23 27 -26 -29 -24
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 11 -13 13 17 15 20 -18 18 -20 -21 -22 22 29 24 26 -27 -28 28 -30 -31
leaf_value=-22.463934527226776 -351.53000042947116 499.51315730926893 9590.2969183789846 -4754.7349077953113 21358.024437326287 -8746.5991266222973 6391.9330075709349 264807.09497282607 25921.087611607145 96123.635291466358 17031.085381362929 200.79101568647405 -10127.114908313633 -12408.186895788247 -24995.708287430622 3526.5350911458336 -77791.024527893067 30639.867525084592 987.80217912549188 320989.32564655179 227002.21787997161 -59777.075133499937 -17853.885237380695 -41046.881060348736 -79391.18102116372 15103.062343150043 105014.59734735904 244657.49573102678 28041.137125803154 -57351.64772626941
leaf_weight=3723780 65862 391117 2551 18456 910 2139 12000 23 84 52 2466 80808 1626 4709 942 36 640 284 5641 29 22 369 1696 138 67 411 368 28 107 803
leaf_count=3723780 65862 391117 2551 18456 910 2139 12000 23 84 52 2466 80808 1626 4709 942 36 640 284 5641 29 22 369 1696 138 67 411 368 28 107 803
internal_value=0 140.735 -549.609 -678.482 -265.713 5963.73 8371.36 30591.4 83436.2 147853 -832.826 699.188 -2355.62 -8581.05 -25927.1 -41592.2 -46354.1 -3268.08 3960.8 57541.3 88293.2 -1114.17 -13712.4 14557.9 52983.8 -20321 75749.1 22433.7 72969 -30545.6
internal_weight=0 594384 203267 200716 182260 15208 13069 1069 159 75 167052 83274 83778 13929 3266 1640 1582 10663 5954 313 58 69849 3987 1488 708 780 570 202 135 2499
internal_count=4318164 594384 203267 200716 182260 15208 13069 1069 159 75 167052 83274 83778 13929 3266 1640 1582 10663 5954 313 58 69849 3987 1488 708 780 570 202 135 2499
is_linear=0
shrinkage=0.1


Tree=2154
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 2 2 3 5 2 2 3 6 1 3 6 0 0 2 3 6 0 3 0 0 0 0 0 3 2
split_gain=1.50757e+12 1.25639e+13 3.05061e+13 1.63369e+13 2.39773e+13 4.58023e+13 2.15623e+13 3.25069e+13 1.56822e+13 1.47092e+13 2.29194e+13 1.52754e+13 1.3648e+13 1.30921e+13 7.80262e+13 1.88611e+14 1.53956e+14 4.99188e+13 8.58995e+13 2.45165e+13 2.91847e+13 2.56895e+13 3.35667e+13 4.48931e+13 3.08176e+13 2.94772e+13 3.24261e+13 2.15633e+13 2.11726e+13 4.22363e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 114.05000000000001 110.05000000000001 3.5000000000000004 7.5000000000000009 12.500000000000002 100.05000000000001 10.500000000000002 9.5000000000000018 11.500000000000002 1.5000000000000002 30.102666750000001 10.500000000000002 1.5000000000000002 60.042666650000008 59.820733200000006 7.5000000000000009 11.500000000000002 1.5000000000000002 59.755965500000009 14.500000000000002 59.990816400000007 60.063729500000008 59.939091550000008 59.863160500000006 60.063729500000008 12.500000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 -6 7 -5 12 10 -8 -12 -3 14 15 16 17 18 -4 20 -16 -21 23 25 28 26 -23 -17 -25 -30
right_child=1 2 13 6 5 -7 9 -9 -10 -11 11 -13 -14 -15 19 27 -18 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-65.461849808631641 4303.3563517828115 -10746.763397340063 124293.37857075353 -91589.070786458338 178081.54891304349 -8168.3048576108868 -12438.824983016304 22953.038645481422 -49102.009791666671 -48185.365503472225 3002.9581250000001 115097.74556451612 343.78678590274995 45.400849117465775 16759.540462853776 -39766.719886363637 -29074.010345362105 118283.48034820557 379356.29945652175 -29034.426531982423 -78454.23994855184 31946.596387608559 -966.33780405947789 -84034.901578776044 18764.217795361972 70656.438417825135 -45863.303634093238 16515.611712346312 -94102.822343749998 65565.469900760145
leaf_weight=1938624 8095 3268 31 75 23 31 92 37 90 45 20 31 1680 2361107 53 154 63 128 23 248 82 439 3081 72 152 170 61 122 30 37
leaf_count=1938624 8095 3268 31 75 23 31 92 37 90 45 20 31 1680 2361107 53 154 63 128 23 248 82 439 3081 72 152 170 61 122 30 37
internal_value=0 53.3321 39.6156 3902.69 4746.39 71160.3 -19015.1 -53749.3 -7733.63 1677.53 17368.7 71139 -6981.18 56.167 5195.69 41799.9 105661 152300 232931 885.911 -41074 2206.33 4123.13 20440.1 -12355.7 34684.3 22453.8 -14888.3 -46386.2 -5927.8
internal_weight=0 2.37954e+06 2.37109e+06 8449 8149 54 300 112 5038 188 143 51 4948 2.36605e+06 4946 521 245 182 54 4425 135 4290 4042 961 291 670 500 276 139 67
internal_count=4318164 2379540 2371091 8449 8149 54 300 112 5038 188 143 51 4948 2366053 4946 521 245 182 54 4425 135 4290 4042 961 291 670 500 276 139 67
is_linear=0
shrinkage=0.1


Tree=2155
num_leaves=31
num_cat=0
split_feature=0 3 5 1 3 5 5 1 5 5 1 3 3 0 5 1 5 1 0 2 2 2 2 3 6 1 0 2 1 5
split_gain=1.44093e+12 1.02999e+13 1.29018e+13 1.2631e+13 1.83521e+13 3.89026e+13 2.91632e+13 1.51219e+13 1.23425e+13 1.05756e+13 1.8382e+13 1.40725e+13 1.7458e+13 3.51041e+13 1.40677e+13 1.28896e+13 9.78248e+12 1.74597e+13 9.64905e+12 9.61505e+12 1.04835e+13 1.84589e+13 1.27467e+13 9.56229e+12 2.0751e+13 1.92743e+13 9.4647e+12 8.87935e+12 8.84576e+12 8.84069e+12
threshold=61.785186750000001 5.5000000000000009 73.405000000000015 86.067573200000012 7.5000000000000009 93.00500000000001 85.020000000000024 114.17164950000002 74.610000000000014 66.990000000000023 114.17164950000002 13.500000000000002 10.500000000000002 63.563300600000012 70.00500000000001 40.247294600000011 63.145000000000003 50.388877400000005 63.563300600000012 2.5000000000000004 7.5000000000000009 6.5000000000000009 5.5000000000000009 9.5000000000000018 1.5000000000000002 53.664171200000006 63.563300600000012 2.5000000000000004 30.578016350000002 70.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 9 4 5 6 -4 27 -9 16 11 12 15 -14 -12 18 -3 -18 -11 -10 21 22 -21 24 29 -25 -13 -5 -2 -17
right_child=1 2 3 7 -6 -7 -8 8 19 10 14 26 13 -15 -16 23 17 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=4.8064606133630674 -55437.495356602827 667.91177326691491 50186.21210516568 20064.383220880685 13806.213473299234 -21936.911471650095 200970.66711956522 62472.012785050683 36835.61765280331 137.56377355831185 52940.765452594525 83032.27743559338 -141601.29472656251 -4594.1258821614583 -17828.54606876817 -21931.885606689455 37542.564664991427 3441.0315821139361 60159.220792863183 -18862.395550242458 18691.494936899038 -77664.715499952363 39690.296632812504 65419.507811180316 -14875.762687419097 -56426.388046875007 7696.4753056278932 -51971.943277572042 -1976.6236251813618 -103359.89289062501
leaf_weight=4288474 31 7043 29 22 707 33 23 37 68 97 81 21 32 45 43 20 205 561 37 145 130 41 50 37 682 20 81 77 19252 40
leaf_count=4288474 31 7043 29 22 707 33 23 37 68 97 81 21 32 45 43 20 205 561 37 145 130 41 50 37 682 20 81 77 19252 40
internal_value=0 -694.253 1841.08 10914.7 19084.3 62986 116879 -436.892 7030.56 474.777 -8120.05 -12192.4 -15767.4 -61532.2 28399.8 -11990.4 1835.16 12567.4 16710.7 2303.99 -4111.73 -16672.8 -3848.88 -16803.9 -19836 22666.6 23206.8 -35963.9 -2062.57 -76217.2
internal_weight=0 29690 10407 1362 792 85 52 570 471 9045 1236 1112 1010 77 124 933 7809 766 134 434 366 236 195 799 742 57 102 99 19283 60
internal_count=4318164 29690 10407 1362 792 85 52 570 471 9045 1236 1112 1010 77 124 933 7809 766 134 434 366 236 195 799 742 57 102 99 19283 60
is_linear=0
shrinkage=0.1


Tree=2156
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 6 0 0 0 5 5 1 1 4 0 0 1 6 1 5 0 1 0 1 5 1 0 1 5 5
split_gain=1.40071e+12 1.3164e+13 8.31485e+13 5.34123e+13 5.55158e+13 5.40292e+13 5.69556e+13 3.54581e+13 2.77825e+13 2.56757e+13 3.34784e+13 5.37139e+13 4.22e+13 3.15529e+13 4.45562e+13 7.05325e+13 4.111e+13 4.07529e+13 5.00121e+13 3.74487e+13 7.21334e+13 2.90832e+13 2.54415e+13 7.54238e+13 5.62186e+13 4.93269e+13 2.19883e+14 9.52724e+13 1.10964e+14 1.23917e+14
threshold=18.500000000000004 30.410108300000001 30.388336800000001 60.042666650000008 59.990816400000007 1.5000000000000002 60.017447350000005 60.029906750000002 60.003414000000006 64.020000000000024 67.990000000000023 82.957885500000017 30.425002000000003 2.5000000000000004 55.664473600000008 55.56564190000001 38.151577750000008 1.5000000000000002 30.468306550000005 67.00500000000001 55.628356700000005 56.249874400000003 59.820733200000006 30.346469350000003 57.995000000000012 30.362552800000003 59.834458500000004 30.370618100000005 50.805000000000007 37.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 4 -4 -6 8 -8 -7 -3 11 12 -11 -14 15 -15 19 -16 -19 20 -17 -20 23 -2 -25 -24 27 28 29 -27
right_child=1 9 3 -5 5 6 7 -9 -10 10 -12 -13 13 14 17 16 -18 18 21 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=22.893165143224898 24746.904674736157 104.34595736211459 11988.702085164754 -28776.918274424028 -61614.268604651166 170059.06430245537 -88978.709863281256 36420.043413439387 75405.635002764539 -66274.781018180496 -784.48472147955874 -22659.758336203919 -4928.8395315704884 7904.5120669794724 -10193.987152697557 188445.8470214844 -52191.131604456023 -84617.068164062512 51239.056274668379 23286.728334263393 53010.409124157479 -13886.196747911243 -104.71040128133112 -6071.4560517789214 -38414.266276903974 103206.89778606137 3850.5543766432684 -10120.43674967448 153540.62912224265 -38471.627858788081
leaf_weight=3717520 570 378305 1117 196 43 35 24 373 272 107 118101 1589 18674 983 1693 64 27 38 288 84 102 90 65237 1865 755 164 9459 120 170 99
leaf_count=3717520 570 378305 1117 196 43 35 24 373 272 107 118101 1589 18674 983 1693 64 27 38 288 84 102 90 65237 1865 755 164 9459 120 170 99
internal_value=0 -141.691 1048.32 20880.2 26101.7 47205.1 53851.7 28839.3 86196.7 -325.861 -1473.28 -4900 -3625.94 -3321.84 5585.6 20464 65034.4 -3303.36 24739.5 77694.7 105226 35733 527.49 -8219.53 -15391.6 898.299 7433.79 68724.6 90575.4 49875.4
internal_weight=0 600644 80499 2060 1864 747 704 397 307 520145 141840 23739 22150 22043 3369 1260 277 2109 416 250 166 378 78439 3190 2620 75249 10012 553 433 263
internal_count=4318164 600644 80499 2060 1864 747 704 397 307 520145 141840 23739 22150 22043 3369 1260 277 2109 416 250 166 378 78439 3190 2620 75249 10012 553 433 263
is_linear=0
shrinkage=0.1


Tree=2157
num_leaves=31
num_cat=0
split_feature=0 4 5 0 2 1 0 3 5 5 0 5 0 6 4 3 5 1 6 3 2 2 1 3 2 1 0 1 0 5
split_gain=1.33212e+12 1.08638e+13 6.42089e+13 7.46277e+13 4.90971e+13 3.6589e+13 3.0277e+13 2.78551e+13 4.83568e+13 3.102e+13 6.43336e+13 7.40707e+13 4.04039e+13 3.60155e+13 3.38811e+13 4.12302e+13 5.6727e+13 1.1049e+14 5.58402e+13 5.69391e+13 4.18405e+13 4.17246e+13 4.06884e+13 3.95927e+13 3.82885e+13 3.75888e+13 5.52287e+13 3.6981e+13 5.1364e+13 3.57368e+13
threshold=45.112033650000008 2.5000000000000004 69.610000000000014 45.087005000000012 15.500000000000002 39.016372550000007 43.642715500000008 4.5000000000000009 100.05000000000001 99.555000000000021 45.067452850000002 86.02500000000002 45.091904500000005 1.5000000000000002 3.5000000000000004 16.500000000000004 95.020000000000024 39.007683500000006 1.5000000000000002 9.5000000000000018 18.500000000000004 2.5000000000000004 34.359746700000009 17.500000000000004 11.500000000000002 39.027779200000005 44.580511600000001 37.692869000000009 44.580511600000001 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6 8 -4 10 14 13 -11 -12 15 18 23 24 19 -9 21 -19 -16 29 -18 26 -21 28 -20 -17
right_child=-2 2 7 5 6 -7 -8 9 -10 12 11 -13 -14 -15 22 16 17 20 27 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-73.676292086828752 -21.73030422768716 3366.6841774163622 10149.937922410645 38199.37684256491 159635.50000781252 -1386.8308289164881 40032.941610585091 22157.415261939306 -6790.5619745527438 2314.5958844013776 29632.206720674738 -7131.3675026827086 -34881.703047798779 8722.8813188684344 -89933.870091711957 8085.0140528443226 -81745.55061927397 135747.72066761364 -65284.717806162735 -138282.32355769232 91671.325353422624 -6817.4589385688123 4582.9183195726246 595.61889378595163 -25282.632126696357 5578.4788409607318 -16214.482059330665 -9829.5076145886687 11041.698937069103 42429.558231415976
leaf_weight=460293 3744932 34995 5522 946 25 310 138 1224 2425 21760 1075 2752 296 3525 46 866 249 22 94 39 63 307 4618 4759 232 1264 747 22753 1421 466
leaf_count=460293 3744932 34995 5522 946 25 310 138 1224 2425 21760 1075 2752 296 3525 46 866 249 22 94 39 63 307 4618 4759 232 1264 747 22753 1421 466
internal_value=0 141.964 1020.83 4477.38 3621.72 28428.9 58376.9 -623.954 4980.6 -1273.42 -2737.83 5845.65 1815.41 13609.3 -4348.91 -5430.18 1444.13 -22395.7 -7168.35 5090.61 17012.2 2715.77 3650.72 4861 -54511.9 -5099.53 -22271.3 -8822.21 6305.93 20100.4
internal_weight=0 573232 112939 36414 35158 1256 163 76525 7947 68578 46522 7352 22056 4600 39170 34506 6964 873 27542 3274 392 329 4664 6091 481 2050 786 24268 1515 1332
internal_count=4318164 573232 112939 36414 35158 1256 163 76525 7947 68578 46522 7352 22056 4600 39170 34506 6964 873 27542 3274 392 329 4664 6091 481 2050 786 24268 1515 1332
is_linear=0
shrinkage=0.1


Tree=2158
num_leaves=31
num_cat=0
split_feature=3 6 3 0 0 0 1 1 1 0 0 1 1 5 0 0 1 1 0 1 1 0 1 5 0 5 0 1 1 5
split_gain=1.44466e+12 1.25268e+13 5.15155e+13 7.30518e+13 1.30361e+14 1.14412e+14 9.83503e+13 6.12317e+13 2.04427e+14 1.40307e+14 4.22454e+14 1.26911e+14 1.80451e+14 1.18593e+14 9.60754e+13 7.26646e+13 5.84257e+13 1.53082e+14 1.08022e+14 5.8143e+13 9.93771e+13 1.24385e+14 2.92158e+14 7.51221e+13 6.29267e+13 5.77482e+13 9.31361e+13 7.65769e+13 1.13953e+14 5.7727e+13
threshold=9.5000000000000018 1.5000000000000002 8.5000000000000018 55.078308950000007 55.099723300000008 54.986619450000006 82.837870700000011 37.737121850000008 37.712318250000003 55.762622900000004 55.946414150000003 38.233559750000005 38.151577750000008 63.145000000000003 55.576287050000012 55.645049100000001 37.869926150000005 38.096381250000007 55.993277250000013 20.507360500000004 38.911476500000006 54.708501450000007 33.101335500000005 68.00500000000001 54.942865800000007 90.015000000000015 55.025681450000008 82.966612450000014 82.837870700000011 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 19 -5 8 -6 15 13 12 14 -11 -9 -10 -16 -18 -19 -4 21 22 23 -21 -22 27 -27 28 -7 -23
right_child=-2 -3 3 4 7 25 -8 11 9 10 -12 -13 -14 -15 16 -17 17 18 -20 20 24 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2231.2199732702115 52.207664702374963 13.651585229413412 -7592.1708789116592 -77138.255701264876 -1434.56480649112 -11064.468895580152 24878.615240575396 -55751.990332031251 -20703.569683713329 -129822.15939778647 -28196.71732805208 1243.5407330162361 287893.70289351855 -294352.35923913046 47749.62879241028 102030.57696931539 -43375.101046147523 158042.86858603396 -64090.733177083341 -51457.612713099894 3719.8473104227801 27684.412950098598 19231.776009645964 -166310.03742675783 -30366.696988684685 103771.79305664063 -72425.195605468747 394.50541625474216 61811.883203078272 70666.466716682829
leaf_weight=105306 2379540 1772842 3611 378 18532 270 126 128 98 120 1114 17491 27 69 967 95 247 81 30 140 11242 727 2079 96 569 40 120 486 1045 548
leaf_count=105306 2379540 1772842 3611 378 18532 270 126 128 98 120 1114 17491 27 69 967 95 247 81 30 140 11242 727 2079 96 569 40 120 486 1045 548
internal_value=0 -64.0816 -895.346 1430.79 -1101.65 6200.68 -51634 -448.598 -4305.05 -39863.7 -51650.1 3622.72 31740.5 -189889 26980.5 39709.6 34972.8 461.174 98006.8 3828.6 6506.38 21076.6 7262.65 -98177.2 2077.71 29198.2 -28375.9 34313 46848.7 46158.3
internal_weight=0 1.93862e+06 165782 60476 39503 20973 504 38999 20028 1496 1303 18971 1480 189 1453 193 1325 358 111 19012 15401 3590 2315 236 11811 1961 160 1801 1315 1275
internal_count=4318164 1938624 165782 60476 39503 20973 504 38999 20028 1496 1303 18971 1480 189 1453 193 1325 358 111 19012 15401 3590 2315 236 11811 1961 160 1801 1315 1275
is_linear=0
shrinkage=0.1


Tree=2159
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 6 0 3 3 1 0 3 3 5 1 2 1 5 3 3 3 5 1 3 4 4 5 0 6
split_gain=1.35679e+12 1.20452e+13 5.56159e+13 7.06921e+13 1.10174e+14 2.27666e+14 2.44107e+14 1.70338e+14 2.34246e+14 1.33111e+14 1.15499e+14 1.61744e+14 2.14379e+14 1.28407e+14 9.24227e+13 1.39407e+14 8.18916e+13 8.02704e+13 7.59326e+13 7.54348e+13 1.02126e+14 6.96296e+13 6.91268e+13 6.74196e+13 1.7597e+14 6.66684e+13 6.64692e+13 8.73208e+13 6.63127e+13 1.25474e+14
threshold=30.346469350000003 30.425002000000003 60.052595500000002 60.003414000000006 59.950068600000009 11.500000000000002 1.5000000000000002 59.932719750000011 17.500000000000004 8.5000000000000018 30.362552800000003 59.982527000000012 20.500000000000004 19.500000000000004 56.505000000000003 30.370618100000005 11.500000000000002 30.362552800000003 44.005000000000003 13.500000000000002 11.500000000000002 16.500000000000004 75.750000000000014 30.370618100000005 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 60.905000000000008 59.990816400000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 18 -2 9 23 11 12 16 28 21 -16 -7 -5 -6 20 -11 -12 -17 24 26 -8 -9 -28 29 -13
right_child=1 -3 -4 17 5 10 25 8 -10 19 14 13 -14 -15 15 22 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=224.60136251614483 -1596.6047754916426 10.615214080600143 -12027.540548162819 -16026.941722073241 -61744.850435250708 -1047.1953896347356 -4918.8937904668564 -24020.896018629806 -66663.263184367432 63374.650465286606 -12347.435209778921 12506.670349829888 -109991.03617953077 167872.97114861308 -72505.812358320225 -26215.133877218395 63112.21840569417 6932.5125105910838 -168140.9745438339 -51.15310689991918 173689.36461060672 9887.5368528236613 4476.808632289597 3636.6316007238001 -16450.414428762771 -31241.507235849371 117011.24388362431 47171.596280302161 -20944.02253435284 106413.30584006655
leaf_weight=253190 38808 3983587 4497 1676 122 931 1449 91 284 344 2354 310 162 89 437 1583 253 16655 149 116 111 3506 1368 1430 471 2864 243 680 141 263
leaf_count=253190 38808 3983587 4497 1676 122 931 1449 91 284 344 2354 310 162 89 437 1583 253 16655 149 116 111 3506 1368 1430 471 2864 243 680 141 263
internal_value=0 -13.9895 -1218.3 -586.105 -2282.58 -9362.57 -28182.6 374.79 20668.1 27782.9 -1792.95 19090.4 -2099.63 54609.4 -6645.71 -19793.2 12662.5 4833.33 -120243 71934.3 90286.6 955.604 -11987.2 19134.4 34058.2 -22398.1 57519.2 65558.4 40491.1 55608.7
internal_weight=0 4.06497e+06 81387 76890 58559 15981 4584 42578 3770 3486 11397 2149 1346 803 9248 3388 1184 18331 271 571 455 5860 2951 2915 1485 4313 1014 923 714 573
internal_count=4318164 4064974 81387 76890 58559 15981 4584 42578 3770 3486 11397 2149 1346 803 9248 3388 1184 18331 271 571 455 5860 2951 2915 1485 4313 1014 923 714 573
is_linear=0
shrinkage=0.1


Tree=2160
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 3 0 3 3 0 1 0 0 5 4 5 5 5 3 1 5 0 1 6 5 1 0 2 6 5
split_gain=1.31934e+12 1.24248e+13 1.04516e+14 8.43557e+13 2.45005e+14 1.00528e+14 1.90886e+14 8.89134e+13 5.75798e+13 8.8413e+13 8.41813e+13 6.00074e+13 7.08821e+13 5.59984e+13 5.18529e+13 9.18169e+13 7.29876e+13 1.12277e+14 5.47345e+13 6.54367e+13 5.9745e+13 4.95609e+13 5.08621e+13 4.56892e+13 4.25778e+13 5.48731e+13 4.21562e+13 4.23586e+13 4.06221e+13 5.26526e+13
threshold=18.500000000000004 30.315880100000005 30.278357500000002 59.853570100000006 60.610000000000007 24.500000000000004 59.846652800000008 19.500000000000004 19.500000000000004 59.932719750000011 30.305955500000003 60.052595500000002 60.029906750000002 41.005000000000003 2.5000000000000004 83.010000000000005 69.015000000000015 69.610000000000014 24.500000000000004 30.160599000000001 93.00500000000001 60.035045000000004 30.226173900000003 1.5000000000000002 107.05000000000001 30.259484550000003 60.063729500000008 16.500000000000004 1.5000000000000002 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 -4 -7 -6 28 10 -10 12 -11 -12 16 21 -2 -18 19 -19 -21 -16 -23 -9 -17 26 27 -26 -5 -30
right_child=1 -3 3 8 7 6 -8 23 9 11 13 -13 -14 -15 15 24 17 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=22.218322627692672 -1830.793166110381 -273.64166073026325 29561.798552994791 14647.993213377697 -11102.77703125 -158612.05616566053 87655.940768494911 236122.90535714288 96016.331163194453 5219.7843239826752 -6286.5695990091244 30344.659451762258 -77554.606672247028 -56618.546614829407 30117.385283746025 -10052.415496767264 -137981.75869255516 19219.830311444257 17356.009914036804 -59285.168319993063 48410.282764528514 -35777.468790875064 21332.556290369714 125081.49538285106 39506.708330260328 145446.08399621211 -126282.2342075893 -19903.777618440843 40156.423069749915 195195.3297554348
leaf_weight=3717520 30774 551261 375 1687 40 88 49 49 54 7023 423 984 105 463 1864 2383 85 185 304 535 57 264 381 152 335 33 21 187 460 23
leaf_count=3717520 30774 551261 375 1687 40 88 49 49 54 7023 423 984 105 463 1864 2383 85 185 304 535 57 264 381 152 335 33 21 187 460 23
internal_value=0 -137.514 1382.07 9513.12 41914 2779.21 -70530.8 125055 7339.01 3831.83 -25200.8 7196.06 4000.46 -32588.7 -1220.83 7777.41 -2761.29 -27319.7 -18618.2 -32693.1 -48915.8 21849.8 -2042.71 152151 -4154.91 20244 12635 18223.6 21968.9 47539.2
internal_weight=0 600644 49383 11975 753 512 137 241 11222 9052 940 8112 7128 886 37408 5468 31940 1166 1081 777 592 2509 645 201 2959 576 543 522 2170 483
internal_count=4318164 600644 49383 11975 753 512 137 241 11222 9052 940 8112 7128 886 37408 5468 31940 1166 1081 777 592 2509 645 201 2959 576 543 522 2170 483
is_linear=0
shrinkage=0.1


Tree=2161
num_leaves=31
num_cat=0
split_feature=5 5 0 4 3 0 0 6 3 2 0 4 0 3 1 0 1 2 2 3 0 1 2 3 1 6 0 2 3 0
split_gain=1.32883e+12 8.89464e+12 4.1021e+13 3.04338e+13 4.54424e+13 4.81358e+13 2.5338e+13 2.44857e+13 3.24838e+13 2.23023e+13 2.21197e+13 6.30587e+13 4.41354e+13 4.28715e+13 5.04787e+13 4.06536e+13 3.38967e+13 3.23124e+13 4.79877e+13 4.81976e+13 9.63339e+13 4.11873e+13 3.09356e+13 4.01507e+13 6.75398e+13 6.22904e+13 6.20071e+13 4.16765e+13 3.75033e+13 3.63648e+13
threshold=142.05000000000004 137.05000000000004 61.674413550000004 2.5000000000000004 22.500000000000004 47.236539400000005 42.966471700000007 1.5000000000000002 7.5000000000000009 4.5000000000000009 55.078308950000007 3.5000000000000004 43.056445700000005 20.500000000000004 39.694727950000008 55.110554300000004 82.95335685000002 12.500000000000002 7.5000000000000009 12.500000000000002 50.565831500000009 39.666208800000007 3.5000000000000004 10.500000000000002 41.950906500000009 1.5000000000000002 51.636650050000007 8.5000000000000018 8.5000000000000018 45.055827000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 9 -7 -9 -5 11 13 -13 16 -15 -12 22 18 -14 20 21 -20 -8 24 28 -26 -25 -27 -24 -30
right_child=-2 2 -4 6 -6 7 10 8 -10 -11 15 12 17 14 -16 -17 -18 -19 19 -21 -22 -23 23 26 25 27 -28 -29 29 -31
leaf_value=-1.0516705941213502 -799.07939485969234 25820.241997466219 129505.27938701923 -5600.4081676136366 82860.614599609384 -22780.094673295458 -20935.6542568109 -229410.88037860577 -77844.328981854836 124383.10823715672 122225.94277935606 -108530.58421365489 -11801.166307072746 185619.73081202654 6391.3947135416674 10303.723431063452 93441.444745710789 -61453.934057617189 61506.573217773439 -20032.832817639806 172869.80806758488 -113931.69646739132 -60253.922298728816 27171.358870184358 -30320.68817349138 165313.86925190772 -78802.378555689109 5050.5637500000003 -22914.271274038463 149704.59952445651
leaf_weight=4292468 20711 37 26 22 24 22 234 26 31 33 33 46 1565 33 30 1961 51 112 32 76 58 23 59 189 29 86 78 20 26 23
leaf_count=4292468 20711 37 26 22 24 22 234 26 31 33 33 46 1565 33 30 1961 51 112 32 76 58 23 59 189 29 86 78 20 26 23
internal_value=0 3.85106 4225.48 3568.63 -42393 -68307.5 4903.9 -112393 -146980 72389.7 4124.78 -1656.54 -11763.8 20866.8 100273 12156 14574.3 -9378.31 -6053.07 41543.6 82957.8 -11858.5 9168.03 22980.3 52391.6 99546 -3787.26 135076 -6551.36 58110.9
internal_weight=0 4.29745e+06 4985 4959 140 116 4819 79 57 55 4764 2770 1912 858 63 1994 795 1866 1754 189 113 55 744 510 243 135 267 106 108 49
internal_count=4318164 4297453 4985 4959 140 116 4819 79 57 55 4764 2770 1912 858 63 1994 795 1866 1754 189 113 55 744 510 243 135 267 106 108 49
is_linear=0
shrinkage=0.1


Tree=2162
num_leaves=31
num_cat=0
split_feature=5 1 2 0 3 3 0 3 0 5 2 2 5 2 4 3 0 4 5 1 5 3 3 1 0 2 5 5 0 3
split_gain=1.28031e+12 1.08092e+13 2.32329e+13 2.21913e+13 2.38369e+13 3.04576e+13 5.60098e+13 1.84903e+13 2.09937e+13 2.11811e+13 1.7997e+13 1.50104e+13 2.34822e+13 2.05443e+13 1.61042e+13 1.55428e+13 1.48197e+13 3.17703e+13 1.61865e+13 1.46228e+13 2.04225e+13 1.91381e+13 2.14502e+13 1.91861e+13 1.45879e+13 1.33447e+13 2.2579e+13 1.56561e+13 1.821e+13 2.08491e+13
threshold=89.00500000000001 91.910414550000013 3.5000000000000004 56.281985950000006 21.500000000000004 19.500000000000004 55.993277250000013 4.5000000000000009 50.565831500000009 102.01000000000001 15.500000000000002 7.5000000000000009 92.035000000000011 8.5000000000000018 3.5000000000000004 9.5000000000000018 51.83362145000001 3.5000000000000004 92.035000000000011 86.192907650000009 125.85000000000001 6.5000000000000009 13.500000000000002 91.398302750000013 52.485928400000006 14.500000000000002 107.05000000000001 97.050000000000011 52.056565900000003 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 -3 4 5 7 -7 24 9 -9 16 12 -5 -13 -14 -15 17 18 -10 -2 21 23 -23 -21 -4 27 -27 -18 -29 -30
right_child=1 2 3 11 -6 6 -8 8 10 -11 -12 13 14 15 -16 -17 25 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=12.636766775200222 -295.7703178149124 -4657.4865059739232 -87853.230397727282 -102531.3803925305 -12731.906436929727 -51856.794158380682 142140.72488960598 93009.064160156253 -116586.30492424243 6142.6152499999998 -31181.079578895176 95942.024541440231 26149.597866030093 -77474.695798127548 -44527.706308593755 41517.094103422627 23942.695486633369 60542.382465277777 -8653.8773437500004 -8867.0097341608871 -45092.007265685657 -24022.423714192711 64656.521039870684 39507.641067797522 13417.207812500001 10139.733515625001 147310.40462890625 -8367.1904727598539 20592.85775235694 -7105.9636907067834
leaf_weight=4097479 213694 2061 33 41 399 22 46 64 33 50 97 23 54 23 80 21 883 27 24 187 161 459 29 146 25 30 20 509 1081 363
leaf_count=4097479 213694 2061 33 41 399 22 46 64 33 50 97 23 54 23 80 21 883 27 24 187 161 459 29 146 25 30 20 509 1081 363
internal_value=0 -234.628 3948.5 8441.14 10357 13142.7 79376.8 11752.2 12772.4 54909.7 11206.2 -20898 -36308.1 19352.4 -16045.8 -20683.2 12590.5 -28814.2 -71141.1 -351.718 -12526.6 -6140.4 -18752.6 12342.3 -44202.2 13795.7 65008 12892.8 7896.83 13629.8
internal_weight=0 220685 6009 3948 3706 3307 68 3239 3181 114 3067 242 175 67 134 44 2970 84 57 214676 982 821 488 333 58 2886 50 2836 1953 1444
internal_count=4318164 220685 6009 3948 3706 3307 68 3239 3181 114 3067 242 175 67 134 44 2970 84 57 214676 982 821 488 333 58 2886 50 2836 1953 1444
is_linear=0
shrinkage=0.1


Tree=2163
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 3 1 5 5 1 1 4 5 2 2 5 5 5 3 3 3 5 5 3 3 5 1 5 1 2
split_gain=1.2441e+12 2.72289e+13 1.85129e+13 2.90526e+13 1.66519e+14 7.97611e+13 6.92588e+13 1.00472e+14 5.33878e+13 4.26775e+13 4.25754e+13 3.22607e+13 3.0193e+13 2.92277e+13 3.61215e+13 2.87316e+13 5.02971e+13 8.65076e+13 3.65368e+13 3.20777e+13 7.86957e+13 5.27061e+13 3.16925e+13 2.99398e+13 2.90107e+13 2.81979e+13 5.57836e+13 7.50965e+13 6.50026e+13 8.18695e+13
threshold=44.039893800000009 39.188277450000008 43.642715500000008 39.826386800000009 40.810045900000013 15.500000000000002 40.247294600000011 38.455000000000005 55.990000000000002 41.900971000000006 39.704585000000002 1.5000000000000002 69.610000000000014 2.5000000000000004 3.5000000000000004 52.405000000000008 69.610000000000014 68.00500000000001 12.500000000000002 5.5000000000000009 10.500000000000002 42.895000000000003 42.405000000000008 15.500000000000002 17.500000000000004 44.205000000000005 39.488326500000007 51.015000000000008 39.630124250000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 6 8 -8 11 -6 15 -5 -12 -9 -15 19 17 -17 -18 22 25 -22 -4 -20 -23 -21 -27 28 -28 -30
right_child=-2 2 3 4 9 -7 7 13 -10 -11 12 -13 -14 14 -16 16 18 -19 23 20 21 24 -24 -25 -26 26 27 -29 29 -31
leaf_value=-68175.425646551623 -8.8739524471505646 -168.44820975812411 -7516.4281297158877 29822.942636330346 -32044.34937600125 -158073.06937500002 23063.493612198094 204569.42990359044 64879.784184861346 3188.055443004575 -27991.843609964621 -16935.810181323901 -123321.55308198475 58872.874672379032 170199.46859730117 20002.815019757876 -20913.303010279251 195546.19647090518 146108.31517857144 15419.815643346345 -2496.964159464198 -67110.993563721786 -38273.120607610224 16597.723265165441 58520.828281250004 -3261.51493646163 286441.00487500004 -59839.680505952383 -28399.762039620535 213422.92053571428
leaf_weight=58 4203278 97915 1192 440 356 20 142 47 302 10038 159 222 42 62 55 878 578 29 21 682 635 227 466 119 20 79 25 21 28 28
leaf_count=58 4203278 97915 1192 440 356 20 142 47 302 10038 159 222 42 62 55 878 578 29 21 682 635 227 466 119 20 79 25 21 28 28
internal_value=0 324.667 359.267 3414.38 6187.04 40074 43194.4 84643.4 30037.4 1981.33 -2781.01 14142.5 -47911.5 137963 111206 -976.867 9962.35 25615.6 -9811.26 -6200.56 3263.23 -17743 -16161 36024.3 -56938.4 24732 59819.8 108677 152366 92511.6
internal_weight=0 114886 114828 16913 11684 1290 1270 306 964 10394 5229 662 201 164 117 5028 1625 907 718 3403 1745 882 1658 140 247 863 181 102 81 56
internal_count=4318164 114886 114828 16913 11684 1290 1270 306 964 10394 5229 662 201 164 117 5028 1625 907 718 3403 1745 882 1658 140 247 863 181 102 81 56
is_linear=0
shrinkage=0.1


Tree=2164
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 5 3 5 5 1 5 3 1 1 1 5 1 5 5 1 1 3 0 6 1 5 1 1 0
split_gain=1.32761e+12 7.95166e+12 3.76031e+13 3.30627e+13 1.96433e+13 1.89328e+13 1.81295e+13 1.60058e+13 2.3893e+13 1.68378e+13 1.50002e+13 1.93633e+13 1.36671e+13 2.37469e+13 1.3517e+13 4.85342e+13 5.496e+13 3.41391e+13 3.06756e+13 2.35527e+13 2.33631e+13 2.6617e+13 2.8391e+13 2.49229e+13 3.61175e+13 4.41955e+13 3.22039e+13 3.14844e+13 7.15795e+13 6.37079e+13
threshold=44.982728700000003 44.732363600000006 37.777459000000007 38.422276900000007 69.015000000000015 44.660994650000006 132.05000000000004 7.5000000000000009 92.035000000000011 79.730000000000018 37.767735350000002 72.705000000000013 3.5000000000000004 38.233559750000005 37.752451500000006 37.642309100000013 47.415000000000006 34.359746700000009 62.385000000000012 80.815000000000012 38.422276900000007 38.151577750000008 3.5000000000000004 44.039893800000009 1.5000000000000002 43.048525950000005 90.015000000000015 41.950906500000009 40.247294600000011 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 10 4 12 6 7 9 -9 -5 -3 -12 13 -4 15 16 -1 -18 -17 -19 21 -16 -23 -22 25 26 -25 28 29 -26
right_child=-2 2 3 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 20 18 17 19 -20 -21 23 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-15467.70212294749 13.165318397948539 -75.122673192670348 3641.3520412083199 2801.323976372737 -36020.477870912902 -34926.9014192061 -79243.787187499998 -11420.836096480898 95953.385109747032 -25824.997356020907 17360.721662710836 122069.70962890625 -17702.812838051843 -24812.775356782266 2324.3784939877382 -10663.123075105046 10803.055336945441 44562.406700367654 -41533.529740940707 158629.04654381797 292.200244685901 -65026.010531250009 47593.250890542862 5900.8214004756346 -11238.89394978868 33985.35081535369 -29803.882309536166 -1329.1939997369177 -24358.303697251322 7526.5670689458893
leaf_weight=953 4087717 38989 1012 4637 378 176 30 1576 21 215 151 20 1807 413 34099 1779 1634 85 393 23 114886 25 214 2164 4745 514 286 14045 2253 2924
leaf_count=953 4087717 38989 1012 4637 378 176 30 1576 21 215 151 20 1807 413 34099 1779 1634 85 393 23 114886 25 214 2164 4745 514 286 14045 2253 2924
internal_value=0 -233.529 -1357.71 -6745.12 -14450.8 -2565.18 -1686.09 -1325.3 -10008.9 1532.85 54.492 29607.4 -11928.1 -4605.35 73.4091 -5125.26 3839.61 14402.1 -16248.8 68854.4 217.043 2557.47 35813 -349.641 -3087.7 7325.89 1732.84 -4375.54 -8687.78 -4084.09
internal_weight=0 230447 49425 10265 3610 6655 6479 6449 1597 4852 39160 171 3232 1425 181022 4867 2695 1742 2172 108 176155 34338 239 141817 26931 2964 2450 23967 9922 7669
internal_count=4318164 230447 49425 10265 3610 6655 6479 6449 1597 4852 39160 171 3232 1425 181022 4867 2695 1742 2172 108 176155 34338 239 141817 26931 2964 2450 23967 9922 7669
is_linear=0
shrinkage=0.1


Tree=2165
num_leaves=31
num_cat=0
split_feature=3 4 0 0 1 1 1 4 1 0 0 0 1 5 5 1 5 0 0 0 1 0 5 1 0 1 0 1 1 5
split_gain=1.35575e+12 1.21936e+13 1.67671e+13 3.13329e+13 1.36277e+13 2.65516e+13 1.21795e+13 1.28851e+13 1.10956e+13 1.92116e+13 2.54109e+13 2.09207e+13 5.45202e+13 3.9484e+13 3.24483e+13 2.56186e+13 2.20043e+13 2.05069e+13 1.84428e+13 5.02693e+13 3.87061e+13 3.21049e+13 2.36371e+13 5.00851e+13 4.21933e+13 3.69146e+13 3.65225e+13 2.25808e+13 1.11015e+14 3.05157e+13
threshold=3.5000000000000004 5.5000000000000009 55.769960200000007 58.242297500000006 37.692869000000009 39.003296000000006 43.048525950000005 6.5000000000000009 36.546174950000008 59.863160500000006 54.811549550000009 59.896318000000008 30.243224600000001 57.995000000000012 55.005000000000003 30.102666750000001 39.805000000000007 59.882016200000002 59.932719750000011 60.035045000000004 30.346469350000003 60.042666650000008 81.00500000000001 30.315880100000005 59.916647550000008 30.332994000000003 59.916647550000008 30.305955500000003 30.323743050000001 55.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 -6 7 -7 9 10 -1 12 14 -14 -11 16 -13 -16 20 27 22 -21 24 26 -17 -25 -24 29 -29 -20
right_child=-2 2 3 -5 5 6 -8 -9 -10 11 -12 15 13 -15 17 18 -18 -19 19 21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=2124.093139339494 -13.715769084126956 61608.596064814825 -122320.91291015626 -32.904794034090905 -107083.87373798079 90082.567307692312 -26480.275965618268 -8548.4082175925923 424.32932247691082 27890.812340028824 -10057.385580256032 8286.0289032205183 16689.660204538588 -68804.390064586289 153210.55914996605 -21423.160481337254 -25425.627545646901 52441.530729166669 -2576.5261605310925 -102850.11013104839 -33518.745373951984 -660.46595424221414 40623.885385529895 128735.41573275864 54093.671232442655 -47861.395390625003 -104883.6272927989 -53505.897219238279 29083.162290818414 63956.867611573347
leaf_weight=2598 4074053 27 40 44 26 26 58 27 228831 124 5024 274 181 77 46 122 660 36 99 31 410 3720 23 29 188 20 69 200 874 227
leaf_count=2598 4074053 27 40 44 26 26 58 27 228831 124 5024 274 181 77 46 122 660 36 99 31 410 3720 23 29 188 20 69 200 874 227
internal_value=0 228.907 -21933.7 -58265.3 -3324.79 -16121.9 5184.54 39836.6 251.446 -2380.35 -5905.26 1245.41 21803.7 -8826.01 60165.3 -127.903 -15535.9 108970 2265.82 4530.26 -11281.3 -1505.01 8934.51 -25010.8 24374.1 56655.1 -68506.7 20700.5 13703.4 43751.9
internal_weight=0 244111 248 84 164 137 111 53 243863 15032 7622 7410 464 258 206 6946 934 82 6012 5151 861 3751 451 141 310 49 92 1400 1074 326
internal_count=4318164 244111 248 84 164 137 111 53 243863 15032 7622 7410 464 258 206 6946 934 82 6012 5151 861 3751 451 141 310 49 92 1400 1074 326
is_linear=0
shrinkage=0.1


Tree=2166
num_leaves=31
num_cat=0
split_feature=4 5 5 2 1 4 0 0 0 0 5 1 1 4 3 3 3 1 1 3 1 0 0 0 1 4 2 3 3 0
split_gain=1.28826e+12 9.63478e+12 1.02361e+13 1.02299e+13 1.59901e+13 1.85323e+12 2.08127e+13 1.54061e+13 2.46206e+13 3.23798e+13 1.32513e+12 4.3711e+12 1.39425e+13 5.27994e+12 1.0685e+13 1.05767e+13 1.17653e+13 1.01359e+13 1.22951e+13 1.07741e+13 7.21089e+13 7.28444e+13 2.02911e+13 2.56947e+13 1.80138e+13 1.13081e+13 2.00282e+13 2.56418e+13 1.67931e+13 1.57283e+13
threshold=8.5000000000000018 128.92000000000004 60.905000000000008 2.5000000000000004 39.739656000000004 7.5000000000000009 59.939091550000008 45.254062050000009 55.74310830000001 59.853570100000006 225.45000000000002 114.17164950000002 113.46563545000002 3.5000000000000004 26.500000000000004 9.5000000000000018 10.500000000000002 86.192907650000009 83.140147550000009 8.5000000000000018 46.037218400000008 56.876792350000009 54.990279300000005 54.811549550000009 82.991167100000027 4.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 10 7 -7 -9 -10 -1 12 13 -12 15 17 -17 18 19 22 -21 -22 23 25 -25 26 27 -15 29 -27
right_child=1 3 -4 4 -6 6 -8 8 9 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-1.7045390224482366 1397.116550611413 -76707.831994047621 73159.420991908482 63154.811783854166 -57913.838593750006 -71421.048247070314 -102822.36398809525 94317.453662109387 -93487.317788461543 75757.167890625002 5408.1356308137529 -29226.510723351374 79751.390828804346 -21790.117968750001 -71074.107013494329 43512.431121379574 3714.09898370663 -49656.043425707554 72776.907890624992 83476.819288793107 -250902.24751420456 -7741.8600446428572 9215.2062946188053 -38940.256578947374 -154346.05505952382 115130.7377232143 33349.700000000004 -141751.70714285714 -11835.913722611716 10685.313680366848
leaf_weight=4313688 46 21 35 24 20 20 21 32 26 20 1980 45 23 49 22 82 789 53 20 29 22 28 580 38 21 21 28 28 307 46
leaf_count=4313688 46 21 35 24 20 20 21 32 26 20 1980 45 23 49 22 82 789 53 20 29 22 28 580 38 21 21 28 28 307 46
internal_value=0 9393.3 32405.5 -19283.5 8123.61 -0.317606 -12479.5 6879.7 26956.8 -19902.8 0.0263161 1773.09 2107.94 1676.9 -1738.66 -1026.2 7460.9 -6846.87 -4982.55 -6281.79 -41972.1 -114732 -3759.84 -17747.8 -80016.9 -10077.9 -39075.9 -65412.5 -1936.78 43421.9
internal_weight=0 146 81 65 44 4.31802e+06 119 98 78 46 4.3179e+06 4211 4166 4143 2163 2141 871 1270 1217 1197 79 50 1118 538 59 479 105 77 374 67
internal_count=4318164 146 81 65 44 4318018 119 98 78 46 4317899 4211 4166 4143 2163 2141 871 1270 1217 1197 79 50 1118 538 59 479 105 77 374 67
is_linear=0
shrinkage=0.1


Tree=2167
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 5 5 4 5 3 3 2 2 3 0 6 0 3 1 5 5 0 5 2 5 5 5 5 5 5
split_gain=1.25256e+12 1.87095e+13 1.67978e+13 1.42022e+13 1.96888e+13 1.89552e+13 2.87424e+13 2.76307e+13 2.71321e+13 4.74863e+13 2.51753e+13 2.5028e+13 5.77415e+13 6.50747e+13 4.89953e+13 4.75864e+13 6.43858e+13 2.75072e+13 3.2808e+13 3.01781e+13 2.86656e+13 2.55889e+13 4.1544e+13 2.4693e+13 3.60368e+13 3.81926e+13 2.35575e+13 2.33618e+13 2.26297e+13 5.19231e+13
threshold=28.619594500000002 59.609407350000005 60.693675950000006 54.725565150000001 9.5000000000000018 103.45000000000002 110.05000000000001 2.5000000000000004 107.05000000000001 6.5000000000000009 8.5000000000000018 1.5000000000000002 2.5000000000000004 3.5000000000000004 57.265292900000006 1.5000000000000002 54.762542150000009 4.5000000000000009 20.507360500000004 86.810000000000016 96.015000000000015 54.736324100000012 84.030000000000015 5.5000000000000009 90.015000000000015 80.815000000000012 68.00500000000001 61.405000000000008 65.045000000000016 65.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 8 26 9 -7 11 21 13 -13 23 -15 17 20 -19 -20 -17 22 -9 -14 25 -25 27 -5 -29 -30
right_child=-2 2 -4 4 -6 6 -8 10 -10 -11 -12 12 14 15 -16 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1072.9566625378236 -5.0032143092982633 -62341.190076846164 29639.482962740389 2768.1379854100746 -2267.8822007072717 52263.147563135906 -1462.7692598471688 -34243.958062220983 -112060.07264030614 -108618.1759765625 31539.770197503211 -22900.086101028155 -18228.884124471977 -18977.718026620372 30400.352498353204 100239.458125 31186.067414855959 163841.69815972223 102248.48674804688 -45788.772916666669 258194.12754629634 -28987.77500305176 124724.56900201613 58948.451355698533 127028.51099934898 -107900.52418478263 -13113.715089816418 29473.362015405553 -78734.983126395091 17159.568445994759
leaf_weight=20264 4281218 84 26 6181 5138 43 622 35 49 32 689 106 688 54 424 20 128 45 40 21 27 272 31 34 30 23 786 692 70 292
leaf_count=20264 4281218 84 26 6181 5138 43 622 35 49 32 689 106 688 54 424 20 128 45 40 21 27 272 31 34 30 23 786 692 70 292
internal_value=0 579.761 -40600.3 702.733 2874.02 5184.59 -10226.9 6260.28 -54188.8 -16379.6 15077.9 9343.69 14450.3 45389.8 3070.62 66997.9 83519.9 127302 99068.4 51284.8 190979 -15434.2 40423.1 -11881.4 38314.8 -8376.57 3328.41 5114.66 18875.4 -1383.58
internal_weight=0 36946 110 36836 16572 11434 746 10688 124 75 2667 1978 1640 441 1199 335 281 153 106 61 47 338 66 775 87 57 8021 7235 1054 362
internal_count=4318164 36946 110 36836 16572 11434 746 10688 124 75 2667 1978 1640 441 1199 335 281 153 106 61 47 338 66 775 87 57 8021 7235 1054 362
is_linear=0
shrinkage=0.1


Tree=2168
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 5 2 2 3 3 6 0 0 3 5 5 5 0 3 6 3 2 5 0 5 5 5 5 5 4
split_gain=1.29017e+12 1.09055e+13 2.43766e+13 1.45397e+13 1.35613e+13 1.93382e+13 3.72078e+13 1.7195e+13 2.90293e+13 1.13134e+13 1.10089e+13 1.09463e+13 1.0913e+13 2.47316e+13 3.00175e+13 2.11927e+13 2.5114e+13 3.26469e+13 1.96824e+13 1.94998e+13 3.14324e+13 3.00054e+13 3.74352e+13 2.2901e+13 1.9712e+13 1.92807e+13 1.77266e+13 1.56315e+13 3.03238e+13 1.37253e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 100.05000000000001 114.05000000000001 110.05000000000001 3.5000000000000004 6.5000000000000009 12.500000000000002 15.500000000000002 1.5000000000000002 54.725565150000001 54.725565150000001 15.500000000000002 37.505000000000003 90.015000000000015 85.91500000000002 54.708501450000007 14.500000000000002 1.5000000000000002 15.500000000000002 7.5000000000000009 73.995000000000019 54.736324100000012 69.610000000000014 93.00500000000001 66.040000000000006 68.52500000000002 80.815000000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 10 5 12 -7 8 -6 -5 -3 -9 13 14 -2 16 18 -18 29 20 -14 23 24 -21 -23 26 -15 -28 -29 -16
right_child=1 2 -4 9 7 6 -8 11 -10 -11 -12 -13 19 25 15 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-60.558246489867258 -11173.854442271284 -9569.4583256248752 51.353356383914196 -83812.231377180244 -89158.771746735089 160417.35842391304 -7451.0073966733871 10453.787945075759 23210.390209263394 -12832.35155418883 391.2662775457473 -52637.294152462127 1906.0538896927828 6484.5386573727883 23739.18929185719 -11255.620597635361 32918.443906250002 184580.02954545454 97012.273592601108 -62201.224564302887 72185.43051682692 -2938.9047713172627 60451.32308243461 -10662.132924027877 -86768.883475378796 95423.743340773814 -21022.208730010734 39924.552253648457 -25429.630186170212 -5258.5373105462231
leaf_weight=1938624 359 3268 2366053 43 67 23 31 165 35 47 1680 33 3039 1319 1284 187 40 22 34 169 65 187 92 176 33 21 597 143 141 187
leaf_count=1938624 359 3268 2366053 43 67 23 31 165 35 47 1680 33 3039 1319 1284 187 40 22 34 169 65 187 92 176 33 21 597 143 141 187
internal_value=0 49.3371 36.5579 -6912.01 3635.65 4404.35 64048.5 -17244.8 -50600.7 -46745 -6187.48 -61.3924 4006.48 7426.82 15171.5 20563.8 24361 86733.8 21791.5 65.0311 3377.75 -15585.9 6886.45 -35908.8 -15513.4 58.7031 -851.6 -11835 7477.58 20052.9
internal_weight=0 2.37954e+06 2.37109e+06 5038 8449 8149 54 300 102 90 4948 198 8095 4334 2113 1754 1567 62 1505 3761 3104 657 312 345 220 2221 2200 881 284 1471
internal_count=4318164 2379540 2371091 5038 8449 8149 54 300 102 90 4948 198 8095 4334 2113 1754 1567 62 1505 3761 3104 657 312 345 220 2221 2200 881 284 1471
is_linear=0
shrinkage=0.1


Tree=2169
num_leaves=31
num_cat=0
split_feature=4 2 5 1 1 1 5 0 0 3 0 3 3 3 1 5 1 5 0 3 1 3 1 1 1 5 5 1 0 0
split_gain=1.26349e+12 6.70155e+12 1.62453e+13 1.14368e+13 1.64357e+13 3.43615e+13 1.48764e+13 1.24467e+13 1.16384e+13 2.45529e+13 1.73989e+13 2.3047e+13 1.66458e+13 2.28614e+13 1.64626e+13 3.09452e+13 4.00568e+13 2.57021e+13 1.83004e+13 1.68837e+13 2.44189e+13 2.39502e+13 2.26757e+13 1.94471e+13 1.56214e+13 1.42189e+13 1.41299e+13 1.58614e+13 2.33139e+13 1.40725e+13
threshold=4.5000000000000009 1.5000000000000002 28.810000000000006 30.102666750000001 30.346469350000003 30.362552800000003 125.85000000000001 59.896318000000008 53.516665650000007 10.500000000000002 45.029420750000007 1.5000000000000002 2.5000000000000004 4.5000000000000009 47.208373000000009 161.85000000000002 65.480823400000006 128.92000000000004 54.99493995000001 5.5000000000000009 37.855187800000003 11.500000000000002 37.914142000000005 37.275078000000001 41.950906500000009 150.04500000000004 100.05000000000001 37.098288800000006 55.769960200000007 57.581016350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 9 10 11 24 -13 -14 19 17 -17 -16 -18 22 26 -22 23 -10 -7 -12 -21 -28 -29 -24
right_child=1 -3 3 4 5 8 -8 -9 14 -11 25 12 13 -15 15 16 18 -19 -20 20 21 -23 29 -25 -26 -27 27 28 -30 -31
leaf_value=-3.1258543447311959 -69499.321037946429 43.538476357143423 60136.523198242183 -76693.244739990245 125067.58943749999 146234.82855113636 -77469.817454268297 11397.361024305557 -24477.986267289962 -87000.953089488641 -5588.5483843792936 -40516.494531250006 86205.673584552147 3908.9712480095545 21824.426932580878 153366.59567307692 -13152.273028706397 -42787.552393973223 95848.039371744788 93336.189882812498 5713.9632721431672 -117600.48407738096 -13313.727671920422 -118859.0713694853 25655.421279761907 -65173.703819444454 -56641.136328125001 -13377.304255756579 95349.675809832319 65272.772555443553
leaf_weight=4303792 28 12275 40 20 25 22 41 81 61 33 364 55 43 157 511 39 43 70 24 40 63 21 86 34 21 45 20 38 41 31
leaf_count=4303792 28 12275 40 20 25 22 41 81 61 33 364 55 43 157 511 39 43 70 24 40 63 21 86 34 21 45 20 38 41 31
internal_value=0 936.057 6160.51 7184.42 6140.51 8609.46 -26668.6 -6046.32 7045.84 -2689.2 1246.15 19624.4 8204.49 21602.8 13466.5 23105.2 72793.4 14039.9 25892.6 -1756.08 17452.9 -25114.6 -21961.7 -58256.5 87347.2 -12144.4 43177.2 22910.9 43050.6 7508.34
internal_weight=0 14372 2097 2069 2029 1887 142 101 1862 740 707 298 255 200 1122 687 106 581 67 435 223 84 212 95 43 409 139 99 79 117
internal_count=4318164 14372 2097 2069 2029 1887 142 101 1862 740 707 298 255 200 1122 687 106 581 67 435 223 84 212 95 43 409 139 99 79 117
is_linear=0
shrinkage=0.1


Tree=2170
num_leaves=31
num_cat=0
split_feature=2 3 0 1 0 0 1 5 5 1 5 5 5 1 1 1 1 5 1 5 4 0 6 5 0 5 0 0 6 5
split_gain=1.22376e+12 1.37711e+13 3.88428e+13 4.30125e+13 3.46521e+13 4.18971e+13 6.23228e+13 3.91235e+13 3.36725e+13 1.03124e+14 3.35207e+13 5.66902e+13 3.10472e+13 3.91024e+13 1.06321e+14 3.02563e+13 4.45041e+13 4.97325e+13 5.67583e+13 1.1664e+14 4.58406e+13 3.32093e+13 2.96109e+13 2.93226e+13 1.37363e+14 8.96215e+13 6.91028e+13 4.86202e+13 3.08408e+13 3.0692e+13
threshold=4.5000000000000009 5.5000000000000009 45.254062050000009 47.208373000000009 55.86787755000001 55.455204450000004 39.630124250000001 118.33500000000002 84.030000000000015 37.832345550000007 177.02500000000003 225.45000000000002 43.810000000000009 37.767735350000002 37.726745000000001 40.247294600000011 38.969379750000009 87.395000000000024 39.666208800000007 125.85000000000001 4.5000000000000009 44.580511600000001 1.5000000000000002 102.01000000000001 59.939091550000008 116.06000000000002 59.982527000000012 56.028355650000009 1.5000000000000002 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 5 -4 7 8 12 -10 22 -12 -7 14 -14 16 20 -18 -19 -20 21 -2 -5 28 27 26 -26 -25 -6 -30
right_child=1 -3 3 10 23 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=56.562766777712845 -22925.889833416681 22.432692174852264 -3296.6175827235984 -12540.696842257385 14034.141248768698 -3999.2314207354898 -53826.842084410135 -132040.57187499999 61095.772696046333 -136961.76174395162 142951.54216086649 -4976.0912574404765 -18411.302941894533 -7200.68217142516 -95723.747588447222 -1679.6584166054088 11629.167509484942 2585.0773972167972 -145576.50297439759 93699.389641203714 146510.0611235119 1099.3795739862246 102.23767106280634 93867.841938920465 -160364.88911290324 88457.937360114025 42039.851055743246 -58344.771459907286 -1507.9610885513459 40027.599619740751
leaf_weight=2028337 645 2105613 23392 1890 1382 4551 328 26 173 31 44 63 2270 2804 193 9008 8498 200 83 27 21 5327 93340 22 31 148 37 455 29046 179
leaf_count=2028337 645 2105613 23392 1890 1382 4551 328 26 173 31 44 63 2270 2804 193 9008 8498 200 83 27 21 5327 93340 22 31 148 37 455 29046 179
internal_value=0 -50.1035 -879.211 -1438.65 -3420.8 -5642.58 -10931.4 -9531.14 -9213.31 30998.8 -85.829 55854 -10048.8 -15276.1 -24469.5 2889.84 5670.88 10194 -29148.2 -86845.1 -976.822 -1495.45 -148.683 -1023.83 -21364.8 44796 -50232.9 -51324.5 -563.274 -1253.56
internal_weight=0 2.28983e+06 184214 160405 65068 33768 10376 10048 10022 204 95337 107 9818 5267 2463 23809 14801 8808 310 110 5993 5972 95230 31300 693 216 68 477 30607 29225
internal_count=4318164 2289827 184214 160405 65068 33768 10376 10048 10022 204 95337 107 9818 5267 2463 23809 14801 8808 310 110 5993 5972 95230 31300 693 216 68 477 30607 29225
is_linear=0
shrinkage=0.1


Tree=2171
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 6 0 0 1 5 5 0 5 5 1 3 5 3 2 3 3 0 0 5 5 1 3 0 1 6
split_gain=1.1912e+12 1.33774e+13 1.96345e+13 5.27955e+13 2.3623e+14 1.06218e+14 4.89523e+13 1.06629e+14 8.58277e+13 8.44058e+13 5.36409e+13 4.4393e+13 4.22338e+13 3.23479e+13 3.52597e+13 3.22502e+13 3.21981e+13 3.18662e+13 4.20035e+13 2.93121e+13 2.82706e+13 2.77399e+13 4.94062e+13 3.27598e+13 3.17087e+13 3.0922e+13 6.2589e+13 2.77324e+13 3.96948e+13 4.00808e+13
threshold=38.781124500000011 38.096381250000007 55.628356700000005 55.801980100000009 38.151577750000008 1.5000000000000002 55.07108800000001 55.110554300000004 38.151577750000008 73.405000000000015 60.905000000000008 55.777112100000004 39.355000000000011 105.35000000000001 38.633372000000001 2.5000000000000004 47.005000000000003 6.5000000000000009 2.5000000000000004 2.5000000000000004 4.5000000000000009 55.885524800000006 55.851332700000007 118.33500000000002 89.00500000000001 38.233559750000005 8.5000000000000018 55.299834250000011 38.422276900000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 11 13 9 10 16 -9 12 -4 -3 -15 -6 -8 18 -12 -7 -20 22 23 24 25 26 -5 28 29 -10
right_child=-2 2 3 21 15 19 7 8 27 -11 17 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.432816335790859 -34.572966048417236 -551.69544395147943 100195.10019077035 32303.515528513009 13082.22860808282 100681.51320312501 10420.233028824076 13516.989873026629 -159536.14828404019 83036.056083672229 18205.714266183037 -1611.9592968750001 214356.40492788461 -26386.458373161768 -160927.23906250001 -12433.617397728276 32418.762411614181 29746.125436265036 181750.25972842262 19973.394392605253 83065.876210573886 -404.72558276779893 14191.570387955691 124672.36737351189 -54640.63360388414 -3796.3818939903899 -9518.7837879325634 2611.7994032211927 -4546.9904102026903 -32374.205260778359
leaf_weight=1222775 3012745 19199 86 783 526 50 1787 1628 28 219 70 25 52 170 22 8501 1060 291 42 450 94 19529 4285 21 106 4172 659 16273 2300 216
leaf_count=1222775 3012745 19199 86 783 526 50 1787 1628 28 219 70 25 52 170 22 8501 1060 291 42 450 94 19529 4285 21 106 4172 659 16273 2300 216
internal_value=0 79.7901 1311.13 -309.755 -6715.36 50897.6 2776.87 5795.21 3245.24 23212.6 22295.5 121000 143212 -960.141 -41802.6 -10946.8 18610.8 51050.8 81146.1 28044.2 113542 1790.41 6066.16 1.47734 -456.23 566.845 13190.6 1093.9 -8615.53 -46966.6
internal_weight=0 1.30542e+06 82644 39245 9690 663 43399 24008 20942 3066 2125 163 138 19391 192 9027 2847 497 206 500 136 29555 10026 5741 5720 5614 1442 18817 2544 244
internal_count=4318164 1305419 82644 39245 9690 663 43399 24008 20942 3066 2125 163 138 19391 192 9027 2847 497 206 500 136 29555 10026 5741 5720 5614 1442 18817 2544 244
is_linear=0
shrinkage=0.1


Tree=2172
num_leaves=31
num_cat=0
split_feature=2 0 1 3 6 5 0 1 2 5 3 5 5 1 1 0 2 1 5 5 3 5 5 5 0 5 2 3 3 3
split_gain=1.19231e+12 4.09431e+12 4.45372e+12 5.42559e+12 1.36437e+13 1.62742e+13 1.04316e+13 5.64527e+12 5.87643e+12 1.02131e+13 8.42892e+12 6.66201e+12 9.14617e+12 5.20404e+12 1.27122e+13 1.02268e+13 7.44131e+12 7.298e+12 9.0977e+12 1.13108e+13 1.44577e+13 8.43996e+12 1.57078e+13 1.22598e+13 1.55826e+13 1.13208e+13 1.04219e+13 1.17306e+13 9.42072e+12 7.97682e+12
threshold=27.500000000000004 59.932719750000011 37.752451500000006 34.500000000000007 1.5000000000000002 74.010000000000005 55.793358600000012 37.777459000000007 28.500000000000004 65.045000000000016 32.500000000000007 43.405000000000008 38.610000000000007 37.737121850000008 37.692869000000009 55.755036050000008 28.500000000000004 37.542000650000013 38.610000000000007 42.605000000000011 35.500000000000007 47.005000000000003 45.005000000000003 52.020000000000003 55.745923000000012 57.405000000000008 32.500000000000007 33.500000000000007 35.500000000000007 35.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 7 -6 -5 8 -4 10 -10 12 -12 14 17 -15 -16 18 -2 20 -20 22 26 24 -23 -25 27 -21 -24 -27
right_child=1 -3 3 6 5 -7 -8 -9 9 -11 11 -13 -14 15 16 -17 -18 -19 19 21 -22 23 28 25 -26 29 -28 -29 -30 -31
leaf_value=-1.9345583305271568 -10078.269519704956 45502.953515625006 55480.952415707245 -47653.033832908171 16840.829348144533 99429.070450367653 950.16466661150298 2413.5195995004233 -33980.826688058034 -29329.767656250002 44186.103213778413 54423.838544788101 -35119.148835637017 17176.454954683111 67126.523902027038 -21947.351656523751 16164.822899429442 -7449.8380967933517 17320.912360902126 -881.22716605270966 98648.389192708346 76764.340009014428 -28365.379345703128 -16547.849001683335 6447.316681275368 3655.7635230288297 -49781.110843211209 77713.498875000005 -106252.30768229168 31704.784156115304
leaf_weight=4312319 461 21 38 49 80 34 447 1098 21 45 33 73 26 89 37 268 127 1118 245 79 24 52 44 257 80 805 29 25 24 116
leaf_count=4312319 461 21 38 49 80 34 447 1098 21 45 33 73 26 89 37 268 127 1118 245 79 24 52 44 257 80 805 29 25 24 116
internal_value=0 1427.28 1268.35 5175.13 8267.07 41472.4 -3851.36 5429.44 19461.1 12548.2 24865.3 34227.1 9238.03 -689.065 476.756 -12193.8 27662.3 -850.551 2441.73 5684.27 24576.9 2320.86 -16759 5248.38 34148 2010.06 3229.84 18011.7 -55854.9 7188.54
internal_weight=0 5845 5824 1944 1448 114 496 1334 236 198 153 132 59 3880 3523 357 164 3359 2241 1780 269 1511 201 1310 132 1178 133 104 68 921
internal_count=4318164 5845 5824 1944 1448 114 496 1334 236 198 153 132 59 3880 3523 357 164 3359 2241 1780 269 1511 201 1310 132 1178 133 104 68 921
is_linear=0
shrinkage=0.1


Tree=2173
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 0 1 1 5 0 1 0 1 0 1 6 5 0 0 0 5 5 5 0 0 1 6 0 1 5
split_gain=1.18775e+12 1.20552e+13 3.662e+13 1.06631e+14 8.05176e+13 9.94245e+13 1.40776e+14 1.60553e+14 1.18457e+14 1.07896e+14 9.86003e+13 9.51377e+13 8.71813e+13 1.3223e+14 8.25395e+13 8.07432e+13 7.44846e+13 8.52129e+13 6.96126e+13 5.78086e+13 5.57958e+13 4.78044e+13 4.69572e+13 4.05085e+13 5.15328e+13 6.15499e+13 3.66319e+13 4.85861e+13 4.81103e+13 3.58179e+13
threshold=18.500000000000004 17.500000000000004 55.017213950000006 55.416472000000006 55.576287050000012 55.727011600000004 37.597123000000003 37.66934650000001 70.50500000000001 55.68356880000001 37.855187800000003 55.68356880000001 37.582182450000005 55.68356880000001 37.275078000000001 1.5000000000000002 77.00500000000001 55.701368300000006 55.56564190000001 55.002082750000007 74.010000000000005 48.945000000000007 70.50500000000001 54.986619450000006 54.946533000000009 82.837870700000011 1.5000000000000002 54.970187400000007 82.888608650000023 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 20 15 6 8 9 12 -8 11 -9 14 -14 -6 18 -10 -18 22 23 -4 -21 -5 24 -3 -26 -27 28 -28 -22
right_child=-2 2 3 4 5 -7 7 10 16 -11 -12 -13 13 -15 -16 -17 17 -19 -20 21 29 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-11.821749452097531 -130.47592063694066 475.27196616542233 11066.926560632015 -13169.725822813463 76220.716421937759 893.83054400683091 -128840.48842946587 22539.001951543523 197554.59574776786 74555.359179687497 -8164.6729719641444 121806.36033854166 -64924.103835227274 230186.50159438775 11771.86076947189 5532.4730549172527 108974.81859741212 -105327.32500000001 -82146.98703869048 3512.0697657150058 41368.351481447629 -38494.02040981764 -59218.665263653529 20036.21670444878 47088.671493626643 -7570.2505961589404 33903.316473467938 -66484.938101508684 -30482.223857854937 -90845.505580357159
leaf_weight=3597421 600644 59173 6275 1322 249 38899 141 494 70 32 1090 120 22 49 984 1191 96 23 210 434 844 721 266 980 190 5324 154 254 471 21
leaf_count=3597421 600644 59173 6275 1322 249 38899 141 494 70 32 1090 120 22 49 984 1191 96 23 210 434 844 721 266 980 190 5324 154 254 471 21
internal_value=0 21.0811 1006.65 2991.51 1199.72 2321.35 18798.8 570.484 41715.4 -91218.1 9889.4 41939.8 30991.8 138744 24787.1 -14661.8 115703 67555.1 -28038.6 -529.557 14349 -22709.9 -20883.2 -144.586 -446.223 -8975.5 -10692.8 -29605.5 -14617.6 38158.5
internal_weight=0 3.71752e+06 120099 52398 45258 42269 3370 1877 1493 173 1704 614 1304 71 1233 2989 189 119 1798 67701 7140 1155 1588 66546 65566 6393 6203 879 625 865
internal_count=4318164 3717520 120099 52398 45258 42269 3370 1877 1493 173 1704 614 1304 71 1233 2989 189 119 1798 67701 7140 1155 1588 66546 65566 6393 6203 879 625 865
is_linear=0
shrinkage=0.1


Tree=2174
num_leaves=31
num_cat=0
split_feature=3 1 5 0 3 1 1 0 0 0 0 3 0 3 3 5 6 1 3 3 0 1 5 5 5 5 0 5 5 3
split_gain=1.29235e+12 1.27623e+13 1.73075e+13 3.37425e+13 1.56337e+13 1.26775e+13 7.21859e+13 1.84921e+14 1.20512e+14 9.28656e+13 1.31773e+14 1.60686e+14 1.24056e+14 9.61525e+13 8.75545e+13 1.4414e+14 1.23073e+14 8.5067e+13 1.38368e+14 8.26956e+13 7.98272e+13 6.27712e+13 8.74698e+13 5.70126e+13 5.54767e+13 4.3278e+13 7.47308e+13 4.79265e+13 4.18675e+13 4.13634e+13
threshold=22.500000000000004 30.102666750000001 62.385000000000012 60.042666650000008 25.500000000000004 37.475443250000005 37.516458750000005 55.885524800000006 55.899899800000007 55.695992150000002 55.834684950000003 23.500000000000004 55.784980300000008 23.500000000000004 26.500000000000004 72.705000000000013 1.5000000000000002 37.487839250000007 24.500000000000004 24.500000000000004 55.762622900000004 37.487839250000007 38.905000000000008 41.995000000000012 69.015000000000015 45.005000000000003 55.755036050000008 39.355000000000011 39.995000000000012 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 29 7 9 24 21 12 -12 14 -14 15 16 20 19 -19 -15 -11 22 -7 -21 -9 26 -16 -28 -18 -3
right_child=1 5 3 -5 -6 6 -8 8 -10 10 11 -13 13 17 25 -17 28 18 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-16.699693178146411 -3254.95924594085 5992.5973187140162 -60219.206606248888 79043.77469429349 17945.573636067707 -7581.9284175478188 108.70413218372546 -65183.955839285714 -27629.448485365792 272304.83986895165 215532.98289473687 7923.3983847769705 -164280.87628073772 65402.532219460227 184169.77225000001 -192576.94810156251 77880.654900303169 -121188.7567085598 -25435.1196455522 8901.1887219643686 89475.982181490399 -4306.2407956255165 67784.323382701623 -48803.761968221363 -155811.92553977272 -25680.066785943229 -28432.04269138314 61263.503696607513 -15937.163663538491 348.6186379345296
leaf_weight=3950085 586 14876 174 23 30 232 242487 175 1167 31 38 1969 61 110 25 25 67 253 374 271 104 492 458 465 110 895 169 92 164 102156
leaf_count=3950085 586 14876 174 23 30 232 242487 175 1167 31 38 1969 61 110 25 25 67 253 374 271 104 492 458 465 110 895 169 92 164 102156
internal_value=0 179.215 -12336 -35778.7 -48724.4 206.919 -194.878 -9697.22 -41866.4 -2277.09 -8116.92 11854.2 -21021.6 -41252.9 -1279.49 39736.2 55604.5 -36158 -64072.6 -15469.6 131459 22984.4 42443.8 -27556.4 -100163 -14858.8 19005.1 3184.78 11274.1 1066.03
internal_weight=0 368079 813 227 204 367266 250234 7747 1452 6295 5113 2007 3106 1534 1572 391 366 1473 627 846 135 1182 690 736 285 1181 286 261 231 117032
internal_count=4318164 368079 813 227 204 367266 250234 7747 1452 6295 5113 2007 3106 1534 1572 391 366 1473 627 846 135 1182 690 736 285 1181 286 261 231 117032
is_linear=0
shrinkage=0.1


Tree=2175
num_leaves=31
num_cat=0
split_feature=3 5 1 6 3 1 1 3 5 5 5 5 0 5 1 0 0 5 1 1 3 0 3 4 1 0 1 1 2 0
split_gain=1.28529e+12 8.90697e+12 1.83507e+13 4.10124e+13 3.50804e+13 4.0081e+13 1.9732e+13 8.00001e+13 5.45607e+13 3.01092e+13 2.70513e+13 5.68612e+13 2.32706e+13 1.82081e+13 1.81252e+13 1.65661e+13 3.05292e+13 2.38847e+13 4.46614e+13 3.34508e+13 2.82888e+13 3.0851e+13 4.99534e+13 5.2821e+13 3.58207e+13 2.68102e+13 4.79981e+13 4.17263e+13 3.0012e+13 2.38108e+13
threshold=10.500000000000002 39.355000000000011 92.896330950000007 1.5000000000000002 15.500000000000002 114.17164950000002 113.46563545000002 13.500000000000002 74.610000000000014 75.750000000000014 50.805000000000007 47.815000000000005 56.197733450000008 88.015000000000015 92.928903050000017 60.003414000000006 59.904813200000007 38.610000000000007 37.832345550000007 37.767735350000002 24.500000000000004 55.68356880000001 23.500000000000004 1.0000000180025095e-35 37.620907050000007 55.755036050000008 37.620907050000007 37.692869000000009 7.5000000000000009 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 -3 -4 5 6 12 -8 10 -10 11 -9 -5 -11 15 16 17 -2 19 20 21 -19 23 -23 -24 26 -25 28 -28 -26
right_child=1 2 3 4 -6 -7 7 8 9 13 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 24 25 29 -27 27 -29 -30 -31
leaf_value=42.475917735195367 25.260764703253248 -253.04149426276814 9896.4922558512644 -7359.2306175019294 4284.3597723999192 22859.724925464354 -2593.1922050246149 12961.172839355469 -214668.134765625 -40834.737651209682 8867.8894767992442 -174121.07500000001 -64829.822672086157 -147564.33520359849 -9362.0941033710897 -1752.8608300165351 3607.4953231855711 3690.8934208210558 5230.8588227481296 -19075.015268019615 12463.423260884163 121652.30511363636 -22288.969320205644 -36774.496336987148 -37607.248265697337 -2205.8735472777753 101176.50174649004 -21025.867984029552 -2433.8212267287236 -127772.9713623047
leaf_weight=2688514 342919 1171226 5606 1471 3609 302 365 32 32 31 66 33 74 33 1929 34484 29872 4783 24287 1054 1478 33 329 608 54 4613 69 147 47 64
leaf_count=2688514 342919 1171226 5606 1471 3609 302 365 32 32 31 66 33 74 33 1929 34484 29872 4783 24287 1054 1478 33 329 608 54 4613 69 147 47 64
internal_value=0 -70.0746 -213.752 3734.81 -1976.57 -11240.9 -16060 -31583.4 -78197.5 -135468 -36228.7 -82019 -10111.9 -95867.2 310.33 352.274 529.177 287.497 2681.3 -1981.78 -508.051 -2291.98 -7090.11 -4485.06 -39242.4 -5244.09 -21335.1 14357.4 59196.5 -86510.7
internal_weight=0 1.62965e+06 1.18288e+06 11654 6048 2439 2137 592 227 96 131 65 1545 64 446770 444841 410357 380485 37566 13279 12225 10747 5964 5517 447 5484 871 263 116 118
internal_count=4318164 1629650 1182880 11654 6048 2439 2137 592 227 96 131 65 1545 64 446770 444841 410357 380485 37566 13279 12225 10747 5964 5517 447 5484 871 263 116 118
is_linear=0
shrinkage=0.1


Tree=2176
num_leaves=31
num_cat=0
split_feature=3 5 5 1 0 0 1 1 5 5 0 0 0 5 5 1 5 1 3 5 3 4 5 1 1 0 5 0 1 1
split_gain=1.18513e+12 7.38624e+12 1.22831e+13 2.04385e+13 1.59275e+13 1.24418e+13 1.60545e+13 2.63689e+13 1.48243e+13 1.94704e+13 1.42034e+13 2.5035e+13 3.15553e+13 1.59573e+13 2.05971e+13 2.2006e+13 1.53034e+13 1.40914e+13 1.77832e+13 6.50749e+13 1.40216e+13 1.37902e+13 1.19343e+13 2.564e+13 4.41979e+13 1.5722e+13 2.83501e+13 2.09944e+13 1.33117e+13 1.28473e+13
threshold=25.500000000000004 22.030000000000005 36.515000000000008 37.832345550000007 55.657530000000008 55.769960200000007 37.503486000000002 37.516458750000005 33.805000000000007 27.010000000000002 59.904813200000007 59.896318000000008 59.882016200000002 33.395000000000003 29.985000000000003 37.487839250000007 32.910000000000004 37.436176200000013 26.500000000000004 32.910000000000004 32.500000000000007 1.0000000180025095e-35 37.995000000000012 37.737121850000008 37.767735350000002 55.701368300000006 37.005000000000003 55.719391050000006 30.362552800000003 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 17 10 8 9 -8 11 12 13 14 -7 -16 -13 20 19 -19 -6 -9 23 25 -25 26 -4 -27 -29 -26
right_child=1 2 22 -5 5 6 7 21 -10 -11 -12 16 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 29 27 -28 28 -30 -31
leaf_value=-6.9408249025769777 -5879.1662305462951 -20853.88262462242 6117.5617872807015 -2411.1151471904636 5917.2181066910225 13242.331717138019 -95724.955952380958 -22039.843112408675 -100245.99925426138 28984.156955645165 1435.8768479363036 -43161.558130787045 -24671.45202744428 996.53235338928141 36181.927094238279 130002.97416666668 33895.702141203707 -4533.3149249473317 15406.53875213338 126507.21414415765 -46019.063437500008 8870.5684023661997 301.84162564607198 117492.0376148897 -40716.373507462689 47938.382373046879 -86917.600984172081 1043.4815114705111 -20231.127502630996 4511.9535055295546
leaf_weight=4243674 1830 204 57 3717 389 599 21 216 44 31 2172 27 272 657 150 30 567 89 1284 66 60 435 58920 34 67 57 77 417 998 1003
leaf_count=4243674 1830 204 57 3717 389 599 21 216 44 31 2172 27 272 657 150 30 567 89 1284 66 60 435 58920 34 67 57 77 417 998 1003
internal_value=0 395.417 553.447 3626.81 6695.73 7486.29 4970.58 -8600.33 -57526.4 -21379.1 7236.44 12709.4 6559.5 12475.1 22156 51818.8 30393.1 14443.1 19268.9 51264.6 -1023.04 -1385.42 3.40306 -6485.16 5246.58 -14549.8 -47342.9 -11564.6 -13961.5 1679.9
internal_weight=0 74490 72660 11030 7313 7109 5221 747 96 52 4474 2302 1708 1436 779 180 594 1888 1439 155 449 651 61630 2710 1104 1606 134 1472 1415 1070
internal_count=4318164 74490 72660 11030 7313 7109 5221 747 96 52 4474 2302 1708 1436 779 180 594 1888 1439 155 449 651 61630 2710 1104 1606 134 1472 1415 1070
is_linear=0
shrinkage=0.1


Tree=2177
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 0 0 1 5 3 3 3 0 1 0 1 4 0 5 3 0 4 0 3 0 2 2 3 3 1
split_gain=1.1602e+12 2.47819e+13 2.2114e+13 2.57611e+13 3.73673e+13 4.10304e+13 3.37215e+13 2.2289e+13 2.07448e+13 3.88615e+13 2.97471e+13 4.49181e+13 9.73282e+13 8.43935e+13 2.66338e+13 2.59646e+13 2.58492e+13 3.05881e+13 2.9683e+13 2.4085e+13 2.38487e+13 4.73874e+13 3.00433e+13 2.53311e+13 2.36677e+13 2.1832e+13 2.48937e+13 2.05438e+13 2.04155e+13 1.99294e+13
threshold=47.415000000000006 49.010000000000012 22.500000000000004 30.578016350000002 5.5000000000000009 60.063729500000008 60.017447350000005 30.388336800000001 48.035000000000004 15.500000000000002 6.5000000000000009 8.5000000000000018 59.932719750000011 30.305955500000003 59.882016200000002 30.278357500000002 1.5000000000000002 59.904813200000007 48.910000000000004 13.500000000000002 59.963407450000012 1.5000000000000002 60.003414000000006 17.500000000000004 59.950068600000009 6.5000000000000009 2.5000000000000004 20.500000000000004 4.5000000000000009 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 10 16 -6 12 14 -14 -12 -11 18 -18 -10 -19 -13 22 -22 -24 -15 26 -20 -17 -7 -28
right_child=1 -3 -4 -5 6 28 -8 -9 9 15 11 20 13 24 -16 27 17 19 25 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-52.857804240144212 12231.651681901116 -43.880806241083228 6745.9066289684233 1281.4993674004741 -93559.113766571973 12715.493035797575 9647.2281306680779 -23140.908889934239 -24030.694358611261 -16739.988416919376 25031.923549107145 2817.7329183767506 6818.7264022435893 137016.83846982761 -89731.142683293278 38323.278363937628 -18640.386412996599 -81207.569908728969 73752.348982007577 -13752.533197623239 -106617.35155195757 11884.823648845617 61413.025515624999 -84003.551222826092 268410.1973858173 75634.990715680804 31118.460831227021 -52114.664927455364 -53346.79362084173 -67340.522085336546
leaf_weight=2116869 1747 2038841 6980 148002 33 67 827 1342 475 228 42 1110 39 29 39 244 317 208 33 71 88 134 25 23 26 56 34 28 155 52
leaf_count=2116869 1747 2038841 6980 148002 33 67 827 1342 475 228 42 1110 39 29 39 244 317 208 33 71 88 134 25 23 26 56 34 28 155 52
internal_value=0 50.8306 1239.48 992.273 -4736.6 7085.77 -8966.7 -12258.8 -7878.49 -15401.2 392.712 2386.54 50113.8 119341 -30224.4 8149.9 -24851.9 -39893.6 -11059.8 -64041.6 -3665.82 -30320.4 -71905 -8265.75 199130 24146.9 -82.7896 29013.5 -33409.1 -28414.9
internal_weight=0 2.2013e+06 162454 155474 7472 1969 5503 4676 3334 1746 1588 1555 175 94 81 500 1246 596 650 279 1380 270 136 48 55 175 119 272 222 86
internal_count=4318164 2201295 162454 155474 7472 1969 5503 4676 3334 1746 1588 1555 175 94 81 500 1246 596 650 279 1380 270 136 48 55 175 119 272 222 86
is_linear=0
shrinkage=0.1


Tree=2178
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 0 1 6 3 3 3 5 0 0 1 1 3 5 3 3 0 3 0 0 0 3 6 0 3
split_gain=1.29273e+12 1.1945e+13 9.22308e+13 1.89134e+14 5.16845e+14 3.32952e+14 2.36654e+14 3.64768e+14 1.78572e+14 3.43424e+14 1.84556e+14 1.46457e+14 1.31777e+14 1.31505e+14 1.06715e+14 9.33327e+13 8.63832e+13 1.18828e+14 7.75075e+13 7.50965e+13 1.66068e+14 6.45723e+13 6.28604e+13 9.36827e+13 2.72255e+14 2.61567e+14 1.05061e+14 7.2707e+13 2.37096e+14 1.23502e+14
threshold=54.035000000000004 37.752451500000006 37.692869000000009 55.645049100000001 55.56564190000001 55.727011600000004 55.664473600000008 37.712318250000003 1.5000000000000002 15.500000000000002 20.500000000000004 15.500000000000002 61.405000000000008 55.601678500000013 55.946414150000003 37.726745000000001 37.737121850000008 22.500000000000004 83.010000000000005 15.500000000000002 16.500000000000004 55.674875350000008 10.500000000000002 55.820531900000013 55.899899800000007 55.777112100000004 29.500000000000004 1.5000000000000002 55.762622900000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 12 -8 9 -9 -11 21 -5 15 22 -6 -14 18 -18 -17 -21 -10 27 25 -25 -24 -27 28 29 -7
right_child=1 -3 3 5 13 14 7 8 11 10 -12 -13 16 -15 -16 19 17 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-44.221582068673221 4.8715332244308414 219.31792911560507 -11181.773311207233 18293.062812815024 36579.273474443748 96309.782814719467 52733.311391207302 115894.83632590555 24183.980879018502 -123450.54810540617 -59906.785626032732 18019.494607676632 -42765.091285484472 25103.924137261391 -28365.917830271323 -32090.658828125001 -42258.547815024445 206932.3779359879 91826.348930584019 217228.21789836712 76655.141877032162 -68101.136921510857 -2195.4327177192249 -51620.722525665282 6335.7983762012573 72840.215100267989 12441.718172520028 -4765.9983896141794 -136913.79210594666 -33105.687707139383
leaf_weight=2611969 393153 1284432 6209 1085 454 99 322 88 87 780 1104 437 980 2285 1476 40 147 31 61 111 346 590 2666 1000 4278 860 433 2164 188 289
leaf_count=2611969 393153 1284432 6209 1085 454 99 322 88 87 780 1104 437 980 2285 1476 40 147 31 61 111 346 590 2666 1000 4278 860 433 2164 188 289
internal_value=0 67.6977 -394.045 -5875.88 5706 -11583.7 -31811.7 -48547.8 -59115.7 -77195.6 -86214.7 -27110.5 -7056.21 38109 -2995.15 69356.9 -29618.9 24285.8 -2935.57 99298.6 110799 -56241.7 131.449 4077.15 -4644.97 15705.2 52614 -13170.2 -44744.2 -84.73
internal_weight=0 1.7062e+06 421763 28610 9445 19165 5712 3408 3086 1972 1884 1114 2304 3236 13453 951 1219 239 208 497 457 677 11977 9237 5278 3959 1293 2740 576 388
internal_count=4318164 1706195 421763 28610 9445 19165 5712 3408 3086 1972 1884 1114 2304 3236 13453 951 1219 239 208 497 457 677 11977 9237 5278 3959 1293 2740 576 388
is_linear=0
shrinkage=0.1


Tree=2179
num_leaves=31
num_cat=0
split_feature=1 1 1 0 5 5 5 5 2 6 3 0 0 4 4 3 2 5 5 2 3 5 5 2 3 2 0 3 2 2
split_gain=1.55516e+12 1.04617e+13 1.69083e+13 1.10187e+14 7.80014e+13 9.58398e+13 5.74077e+13 5.30881e+13 5.12067e+13 4.66649e+13 3.56594e+13 7.00493e+13 4.6958e+13 4.40784e+13 3.99441e+13 3.23772e+13 1.05096e+14 1.44078e+14 7.39218e+13 5.85188e+13 5.1576e+13 4.62809e+13 4.30374e+13 4.30214e+13 8.07111e+13 7.82603e+13 3.73057e+13 3.24181e+13 3.14193e+13 2.74423e+13
threshold=38.781124500000011 38.096381250000007 38.058342000000003 55.601678500000013 73.995000000000019 77.715000000000018 114.05000000000001 90.015000000000015 17.500000000000004 1.5000000000000002 3.5000000000000004 44.580511600000001 45.022371150000005 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 2.5000000000000004 137.05000000000004 96.015000000000015 3.5000000000000004 7.5000000000000009 105.35000000000001 100.05000000000001 7.5000000000000009 11.500000000000002 11.500000000000002 44.580511600000001 3.5000000000000004 3.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -6 8 -7 -5 -10 -4 13 28 14 -12 16 18 26 -9 -17 21 -21 -20 -22 -25 -26 -18 -24 -13 -16
right_child=-2 -3 3 6 5 7 -8 15 9 -11 11 12 -14 -15 29 19 17 -19 22 20 23 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=61.087896572879316 -39.503205468345186 1180.0806985660108 -20505.300627156219 -12839.981537383443 67903.364806707978 -8392.2320738028993 -134586.77698170731 310534.73296875 -11023.380045756356 -93701.29739415324 46111.372915649416 17879.14395814994 8059.6649443702254 -35323.234479876752 -3399.6682775287468 -48928.593397400444 -73364.395409083096 210438.55539725168 -23471.223987926136 24620.159189703525 97876.963405987408 -143890.42407924109 75705.977636718759 -76647.64375673492 203858.40907258066 19363.050610077247 53653.84916834678 229453.22708333336 73070.140701171869 -45505.606104897553
leaf_weight=1206256 3012745 82644 916 4034 348 782 41 20 122 155 160 213 2364 459 5841 113 91 28 22 39 119 28 32 58 31 89 31 24 200 159
leaf_count=1206256 3012745 82644 916 4034 348 782 41 20 122 155 160 213 2364 459 5841 113 91 28 22 39 119 28 32 58 31 89 31 24 200 159
internal_value=0 91.1685 17.5719 -3160.07 1724.5 20602.6 -16816 9679.83 -15695.9 -57287.2 -1671.44 164.638 13494.9 -5428.07 -3200.49 29172.7 58480.6 5862.59 139018 13935.1 33450.5 -45802.2 95039.8 51329 20209.9 67024.4 -41089.3 141598 44606 -4515.48
internal_weight=0 1.30542e+06 1.22278e+06 16519 12167 1855 4352 1507 4311 277 10312 9396 2777 6619 6160 725 248 150 98 477 364 67 78 297 178 120 122 56 413 6000
internal_count=4318164 1305419 1222775 16519 12167 1855 4352 1507 4311 277 10312 9396 2777 6619 6160 725 248 150 98 477 364 67 78 297 178 120 122 56 413 6000
is_linear=0
shrinkage=0.1


Tree=2180
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 5 0 3 3 4 0 5 1 3 0 0 5 5 5 2 0 3 5 5 1 0 3 1 1
split_gain=1.33818e+12 2.95949e+13 5.59276e+13 8.81613e+13 6.97427e+13 6.89217e+13 8.67638e+13 7.012e+13 5.16663e+13 4.48507e+13 5.14725e+13 3.86598e+13 3.08123e+13 2.96247e+13 7.64955e+13 3.34694e+13 6.34547e+13 3.56051e+13 2.91572e+13 2.87415e+13 2.79563e+13 2.72172e+13 2.49113e+13 3.56961e+13 2.45099e+13 2.35563e+13 1.41357e+14 5.48044e+13 6.10229e+13 3.74957e+13
threshold=50.388877400000005 52.307266200000008 56.367862600000002 55.695992150000002 55.628356700000005 55.039751500000008 128.92000000000004 54.864040150000001 5.5000000000000009 11.500000000000002 1.5000000000000002 61.785186750000001 82.00500000000001 52.395917250000004 9.5000000000000018 55.701368300000006 55.74310830000001 54.035000000000004 142.05000000000004 81.910000000000011 6.5000000000000009 55.657530000000008 5.5000000000000009 99.555000000000021 73.405000000000015 54.845880150000006 54.194619400000008 9.5000000000000018 53.664171200000006 53.664171200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 24 10 -6 20 -13 14 15 -3 17 -17 -18 -16 -4 -11 23 -19 -5 26 -15 29 -29 -28
right_child=1 13 11 8 9 6 -8 -9 -10 21 -12 12 -14 25 19 16 18 22 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=45.641861084880532 -13927.109888262739 558.86828567418831 855.08485832381484 -10583.652239385976 -6488.2779467162691 -18929.288170769752 -179592.24715073532 8584.7575679567981 -37273.917021214198 -48516.610218267029 15723.953822493633 -12284.061565667158 -137269.42439453126 -27088.045349516902 -4620.4817307700951 15381.619825406664 7118.4670287381732 49534.743914221821 102809.52546386719 15582.21021084468 12164.140036998762 5289.8058502389204 25884.86786531283 144142.85291637073 -53879.167217616625 18.952122302695177 2460.6275886171352 -4193.2348656462809 -26800.69279322898 -3725.7250045163219
leaf_weight=2582291 2595 3325 10671 2868 1519 2953 34 2964 1177 230 3331 1432 20 2155 8727 1061 6457 426 32 766 2749 159 473 44 137 1614341 34163 16037 1290 13737
leaf_count=2582291 2595 3325 10671 2868 1519 2953 34 2964 1177 230 3331 1432 20 2155 8727 1061 6457 426 32 766 2749 159 473 44 137 1614341 34163 16037 1290 13737
internal_value=0 -67.897 -3041.38 -6796 -2937.75 -8506.9 -20758.1 -1924.02 -19513.8 6146.79 8767.17 1494.6 -14005.6 -10.5603 3694.46 9064.11 12393.9 27947.9 7590.36 -2990.31 3171.67 -26523.8 42086.6 58391.7 -12557.5 -57.5108 -1889.41 -1056.89 -5876.37 686.475
internal_weight=0 1.73587e+06 32839 17967 13785 8546 2987 5559 4182 5239 4850 14872 1452 1.70303e+06 21311 11818 8493 2004 6489 9493 13420 389 943 470 3005 1.68172e+06 67382 65227 17327 47900
internal_count=4318164 1735873 32839 17967 13785 8546 2987 5559 4182 5239 4850 14872 1452 1703034 21311 11818 8493 2004 6489 9493 13420 389 943 470 3005 1681723 67382 65227 17327 47900
is_linear=0
shrinkage=0.1


Tree=2181
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 3 1 0 5 3 1 0 5 5 3 3 2 4 0 0 2 3 4 0 2 5 5 3 6 4
split_gain=1.2264e+12 5.59745e+12 2.16309e+13 2.82529e+13 1.7143e+13 1.68455e+13 2.14455e+13 1.84158e+13 1.642e+13 1.73856e+13 1.56626e+13 3.52191e+13 5.66882e+13 6.67806e+13 4.07749e+13 4.25655e+13 2.82059e+13 4.29353e+13 2.81358e+13 4.08402e+13 3.75016e+13 2.77603e+13 4.40035e+13 3.62007e+13 3.69576e+13 1.83608e+13 3.76685e+13 1.46109e+13 1.43124e+13 2.11653e+13
threshold=28.500000000000004 37.39371280000001 37.362912300000012 55.820531900000013 55.795550600000006 31.500000000000004 37.275078000000001 55.68356880000001 41.995000000000012 31.500000000000004 37.487839250000007 55.701368300000006 89.00500000000001 51.015000000000008 35.500000000000007 29.500000000000004 4.5000000000000009 2.5000000000000004 55.777112100000004 55.834684950000003 12.500000000000002 31.500000000000004 2.5000000000000004 55.674875350000008 24.500000000000004 69.015000000000015 63.455000000000005 32.500000000000007 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -8 -6 -10 11 21 13 -13 15 16 25 -18 -17 -20 -21 22 23 -3 -25 26 -15 -11 -23 -30
right_child=1 10 3 -5 8 -7 7 -9 9 27 -12 12 -14 14 -16 18 17 -19 19 20 -22 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.8087774234833942 -2658.2956332612598 66241.437239583334 21898.888883942251 -85201.539447021496 -5915.0060901988645 -4976.0886802790983 -42259.62711476293 41723.53737811606 -91613.737554621301 19181.955666232639 -911.95154192855193 1035.6274062400641 -136337.61548913046 35717.55109375 -75210.273407451925 58619.37177298819 -32619.436537964877 72027.696969288794 211690.64480698528 2682.8586547851564 172286.53494318182 554.73437026164493 54401.72080743964 -94771.735637922946 35586.419809194711 -5429.6403124999997 210341.6582589286 -57042.528268914473 111019.35245150863 -14537.332671875001
leaf_weight=4283289 383 21 102 64 209 2432 29 262 59 45 28053 688 23 30 26 213 121 58 34 32 22 1614 44 133 26 20 21 57 29 25
leaf_count=4283289 383 21 102 64 209 2432 29 262 59 45 28053 688 23 30 26 213 121 58 34 32 22 1614 44 133 26 20 21 57 29 25
internal_value=0 -590.606 -4300.61 -22852.4 -14398.3 -1099.14 12890.1 33354.1 -24404.5 -48406.5 -157.992 6493.22 19248.1 22077 47166.1 52940.7 22443.1 1288.57 78271 125837 71780.7 -2189.84 -35244 -57157.4 -73455.3 75776.2 107622 -23414.1 2249.08 52891.3
internal_weight=0 34875 3642 536 472 3106 674 291 370 161 31233 3180 1288 1265 577 551 250 179 301 88 54 1892 224 180 159 71 51 102 1668 54
internal_count=4318164 34875 3642 536 472 3106 674 291 370 161 31233 3180 1288 1265 577 551 250 179 301 88 54 1892 224 180 159 71 51 102 1668 54
is_linear=0
shrinkage=0.1


Tree=2182
num_leaves=31
num_cat=0
split_feature=3 4 0 0 1 5 1 5 0 1 1 5 0 1 0 0 0 0 0 2 5 1 1 0 0 1 5 0 0 0
split_gain=1.18604e+12 1.0091e+13 1.27963e+13 2.5663e+13 1.11275e+13 2.20909e+13 3.70944e+13 1.56298e+13 1.07015e+13 9.32079e+12 9.29367e+12 1.35708e+13 1.71466e+13 1.57127e+13 2.88725e+13 3.16714e+13 3.39271e+13 2.88386e+13 1.86658e+13 2.43954e+13 1.79017e+13 1.25706e+13 1.58607e+13 3.44862e+13 1.86955e+13 2.07207e+13 2.08409e+13 5.32635e+13 2.62113e+13 1.84028e+13
threshold=3.5000000000000004 5.5000000000000009 55.769960200000007 59.950068600000009 37.692869000000009 137.05000000000004 39.003296000000006 225.45000000000002 43.642715500000008 37.777459000000007 82.837870700000011 50.410000000000004 55.078308950000007 82.911991800000024 55.07108800000001 55.043101600000007 54.986619450000006 55.061033200000004 54.970187400000007 2.5000000000000004 105.35000000000001 57.550671000000001 61.365473900000005 57.057093650000006 57.157092150000004 78.608766650000021 30.025000000000002 55.020029900000004 55.193434200000006 57.265292900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 9 -3 -6 -7 8 -8 -4 21 12 -12 14 15 16 18 -17 -13 -20 -16 -1 23 -23 25 -24 28 -28 -27 -26
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 11 13 -14 -15 20 17 -18 -19 19 -21 -22 22 24 -25 29 26 27 -29 -30 -31
leaf_value=153.43391460229375 -12.828617105460538 54984.861631944455 -125972.81204202588 41102.567684659094 44116.990025436047 -163248.0090625 -101171.1604296875 47493.386503232759 -3031.8360000000002 -48264.717945075761 -1428.2666907302926 -15746.186246322039 5185.3327767995943 -2973.7428666035466 -36985.602312825526 97805.749459134619 -52278.283174449316 -6532.0700267650464 7433.1674126519101 105674.6285037879 -133269.26800595238 6700.6699614144636 -5052.5047712897358 -4873.0740945127682 22542.423365489547 4878.4067286960526 110.89802938071534 25021.377048068105 -31009.310317230225 2372.1851841330445
leaf_weight=178941 4074053 27 29 22 43 20 20 29 25 33 15890 231 5204 11082 240 52 169 54 108 33 21 13309 7132 3192 664 433 4228 1077 384 1419
leaf_count=178941 4074053 27 29 22 43 20 20 29 25 33 15890 231 5204 11082 240 52 169 54 108 33 21 13309 7132 3192 664 433 4228 1077 384 1419
internal_value=0 214.101 -19947.3 -51686.8 -3690.54 -15254.3 -42413.5 -9755.55 -46649.3 -84612.1 234.605 -1323.6 203.343 -4009.96 -16656.8 -5331.05 -15124.5 44652.5 1754.5 30425.8 -44732.6 479.182 2310 4461.81 -5.11764 -1389.23 2878.42 5168.12 -11989.3 8801.87
internal_weight=0 244111 248 84 164 137 94 74 45 62 243863 33084 21094 11990 908 647 541 106 372 141 261 210779 31838 16501 15337 13254 6122 5305 817 2083
internal_count=4318164 244111 248 84 164 137 94 74 45 62 243863 33084 21094 11990 908 647 541 106 372 141 261 210779 31838 16501 15337 13254 6122 5305 817 2083
is_linear=0
shrinkage=0.1


Tree=2183
num_leaves=31
num_cat=0
split_feature=2 6 3 5 1 5 0 0 1 5 1 5 1 0 0 0 1 5 0 1 3 0 1 1 1 3 0 1 5 1
split_gain=1.19661e+12 6.94298e+12 2.77783e+13 3.06556e+13 4.29076e+13 2.38107e+13 2.21659e+13 3.69624e+13 4.37338e+13 2.55888e+13 2.206e+13 3.08488e+13 2.06696e+13 2.90266e+13 1.74866e+13 4.67867e+13 4.73916e+13 5.00297e+13 4.78385e+13 4.53692e+13 4.64753e+13 4.2381e+13 3.82389e+13 1.03721e+14 1.71612e+14 1.13046e+14 8.94928e+13 7.83425e+13 5.50316e+13 4.29132e+13
threshold=14.500000000000002 1.5000000000000002 16.500000000000004 83.010000000000005 44.660994650000006 31.990000000000006 56.009576300000013 55.993277250000013 92.815157350000007 52.405000000000008 60.601268000000012 132.05000000000004 65.58467570000002 54.99493995000001 55.734663800000007 55.701368300000006 37.39371280000001 47.005000000000003 55.141517900000004 37.436176200000013 24.500000000000004 55.619594000000006 37.737121850000008 37.503486000000002 37.457850350000008 19.500000000000004 55.719391050000006 37.66934650000001 74.610000000000014 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 7 9 -9 -2 11 -6 -12 -14 15 16 17 -7 -19 20 21 -18 23 24 -17 -25 27 28 -27 -28
right_child=1 -3 5 4 10 14 -8 8 -10 -11 12 -13 13 -15 -16 22 19 18 -20 -21 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-15.341430301285165 4729.0795033766926 -312.67740982409578 -3245.4480510332833 -33389.533161318621 25651.411578125 -3500.9226291051923 -65.919747924804696 210938.46851562499 8746.417586616848 17461.731925491531 -29159.702644116951 161700.32046875 -20166.432131410256 108338.65490264894 1781.7914562064286 1992.7037426770094 24473.777253269509 -15151.344362770638 26034.300644412335 206.73323481556682 -3160.2384559429283 -41915.606953220078 -3648.975040347912 73940.768174546189 252251.3361260776 -67664.527370383526 -117589.34302325582 -126124.48195371388 37125.780386352541 -14183.995956998808
leaf_weight=3980118 3984 154723 17108 452 100 1426 2930 20 23 2614 132 20 39 32 75190 497 111 328 2012 68899 1397 719 4037 85 29 231 43 199 64 602
leaf_count=3980118 3984 154723 17108 452 100 1426 2930 20 23 2614 132 20 39 32 75190 497 111 328 2012 68899 1397 719 4037 85 29 231 43 199 64 602
internal_value=0 180.628 596.974 5630.27 -13498.9 295.926 7179.23 10375.8 102789 9773.51 14335.6 48326.2 -5757.31 37751.4 684.623 -337.9 331.506 11263.7 20261.3 -247.334 -14295.3 -33037 -9000.97 -21347.3 15790.2 -37306.7 -45608.7 -77638.1 -44930.4 -21077.7
internal_weight=0 338046 183323 10346 775 172977 9571 6641 43 6598 323 120 203 71 155869 80679 74892 3766 2340 71126 2227 830 5787 1750 526 1224 1139 494 295 645
internal_count=4318164 338046 183323 10346 775 172977 9571 6641 43 6598 323 120 203 71 155869 80679 74892 3766 2340 71126 2227 830 5787 1750 526 1224 1139 494 295 645
is_linear=0
shrinkage=0.1


Tree=2184
num_leaves=31
num_cat=0
split_feature=5 5 4 3 1 4 3 3 0 1 3 3 1 5 0 2 5 0 0 2 5 5 1 1 3 0 2 4 0 0
split_gain=1.29318e+12 1.20389e+13 1.17647e+13 1.09304e+13 1.96651e+13 1.53012e+13 2.30032e+13 6.23025e+13 2.05044e+13 1.72168e+13 1.48912e+13 3.02387e+13 1.39372e+13 1.21687e+13 1.16581e+13 1.60691e+13 1.06535e+13 1.58583e+13 2.29344e+13 1.68931e+13 2.3435e+13 3.23129e+13 1.42976e+13 1.96767e+13 1.7791e+13 1.39016e+13 1.22289e+13 1.64344e+13 1.19414e+13 1.09577e+13
threshold=34.010000000000012 35.505000000000003 1.5000000000000002 4.5000000000000009 38.984911950000004 3.5000000000000004 5.5000000000000009 8.5000000000000018 56.110481950000008 61.42204370000001 10.500000000000002 9.5000000000000018 61.42204370000001 13.050000000000002 57.60800230000001 2.5000000000000004 26.005000000000006 60.052595500000002 59.950068600000009 8.5000000000000018 13.050000000000002 20.010000000000002 37.362912300000012 37.792847950000002 16.500000000000004 55.784980300000008 10.500000000000002 2.5000000000000004 55.899899800000007 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 16 -6 12 -8 9 10 11 -9 14 -10 15 -7 17 18 19 20 -5 -22 -18 24 -24 26 -21 -28 -27 -26
right_child=1 -3 3 4 5 6 7 8 13 -11 -12 -13 -14 -15 -16 -17 22 -19 -20 25 21 -23 23 -25 29 28 27 -29 -30 -31
leaf_value=185.88103200518904 -1047.0884767903601 8.3184926915827173 907.85562956332762 9979.4387520405799 -8159.0649745788578 79663.141692708334 194343.45575284094 27362.599450334819 18437.089765276229 -13031.840655381944 -7061.7800426136373 168214.02207754631 -59036.034683593753 -82263.184249441969 -64579.82255096436 -9727.3802958504093 -622.81559201806601 -81266.632031250003 73683.86824324324 -55497.752518946945 -145918.58824404763 -15675.246847160155 16165.115679800583 -1497.9582344142871 26894.937121930809 -127071.0066915761 -21076.823150510205 78561.053867187511 -40275.974107689952 79396.656784986422
leaf_weight=695948 111530 3494072 5993 603 7225 30 22 35 21 45 22 27 50 28 20 61 1117 27 37 41 21 205 326 348 70 23 49 25 51 92
leaf_count=695948 111530 3494072 5993 603 7225 30 22 35 21 45 22 27 50 28 20 61 1117 27 37 41 21 205 326 348 70 23 49 25 51 92
internal_value=0 -24.3278 123.1 -2506.75 -4433.48 -7155.16 12936.8 35585.2 15963.4 36881.2 63620.4 88701.1 -15198 -39105.9 4548.9 19742 2369.4 -5590.45 -3653.71 -6464.61 -313.769 -27777.5 6779.31 16669.5 29624.9 -33443.7 -11688.2 12584.6 -67252.8 56710.7
internal_weight=0 3.6056e+06 712562 16614 10621 7586 361 200 178 129 84 62 161 49 111 91 3035 1082 1055 1018 829 226 1953 836 488 189 115 74 74 162
internal_count=4318164 3605602 712562 16614 10621 7586 361 200 178 129 84 62 161 49 111 91 3035 1082 1055 1018 829 226 1953 836 488 189 115 74 74 162
is_linear=0
shrinkage=0.1


Tree=2185
num_leaves=31
num_cat=0
split_feature=5 5 2 5 1 1 3 6 3 1 1 5 0 0 3 1 0 3 0 4 1 0 3 0 5 3 0 0 0 0
split_gain=1.27641e+12 1.24726e+13 1.65557e+13 1.95593e+13 1.23334e+13 4.8799e+13 6.59804e+13 3.73668e+13 4.9149e+13 3.2902e+13 4.74923e+13 5.41847e+13 4.24792e+13 3.7645e+13 3.73762e+13 5.06797e+13 5.9328e+13 8.50948e+13 5.49836e+13 3.5618e+13 3.51396e+13 3.49283e+13 3.64447e+13 3.22989e+13 3.22572e+13 5.13523e+13 3.2206e+13 9.37351e+13 3.19059e+13 3.83507e+13
threshold=41.505000000000003 40.405000000000008 9.5000000000000018 41.365000000000002 57.550671000000001 60.08989780000001 9.5000000000000018 1.5000000000000002 5.5000000000000009 55.912026600000011 53.664171200000006 116.06000000000002 53.355366400000001 58.242297500000006 16.500000000000004 54.845880150000006 54.484631300000011 6.5000000000000009 55.826364100000013 3.5000000000000004 49.073956850000009 63.563300600000012 8.5000000000000018 57.945214300000011 114.05000000000001 3.5000000000000004 53.516665650000007 52.485928400000006 63.563300600000012 59.755965500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 28 8 24 10 20 14 -11 -14 15 16 -12 -18 26 -13 -2 -22 -23 -20 -7 -26 27 -17 29 -6
right_child=4 2 -4 -5 5 7 -8 -9 -10 12 11 19 13 -15 -16 18 17 -19 23 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-13.854032997729579 -58.354212570860312 1243.3368369062562 -854.90850142285024 6238.1554070056081 -3365.753073217591 -6774.8102600742423 -22192.170943358055 -664.35075605113934 823.46151669662686 -11565.416896115417 -26384.070177593585 -6092.4636847245065 3691.2405921448758 -8912.8174654802715 -17373.784174610555 15854.983586724775 2052.7552455700275 -18417.680654618896 -51518.924685724436 -95279.296892022656 1306.6624181215457 46320.368836109999 4194.7317336542919 -8518.7435315474031 -5763.8724848533166 -119872.05265447445 11992.143491946012 -28601.357529119188 17938.114171131012 -35254.410431082586
leaf_weight=1378080 1561956 85935 34695 8627 18470 6443 2029 639555 321671 2055 1402 76 49821 2488 1965 1086 6502 2953 220 109 183951 351 495 848 98 66 4304 842 686 385
leaf_count=1378080 1561956 85935 34695 8627 18470 6443 2029 639555 321671 2055 1402 76 49821 2488 1965 1086 6502 2953 220 109 183951 351 495 848 98 66 4304 842 686 385
internal_value=0 74.2433 1013.5 1699.02 -39.8138 -324.026 -5028.32 -219.182 648.101 114.571 40.0232 -4768.14 2537.7 3091.75 -4272.84 -2855.02 -7187.15 -4340.6 3587.99 -58640.4 95.9208 1399.9 21672.4 -17376.5 -7889.59 -51685.5 7180.74 -3560.08 -3246.14 -4016.89
internal_weight=0 1.50734e+06 129257 94562 2.81083e+06 989403 21570 967833 328278 1.82142e+06 1.76706e+06 20307 54364 52309 20122 18157 10857 9455 7300 185 1.74675e+06 184797 846 1068 6607 164 6232 1928 19541 18855
internal_count=4318164 1507337 129257 94562 2810827 989403 21570 967833 328278 1821424 1767060 20307 54364 52309 20122 18157 10857 9455 7300 185 1746753 184797 846 1068 6607 164 6232 1928 19541 18855
is_linear=0
shrinkage=0.1


Tree=2186
num_leaves=31
num_cat=0
split_feature=1 2 5 4 5 0 0 0 5 5 0 5 1 5 1 5 5 5 5 5 4 0 3 5 3 5 4 5 3 0
split_gain=1.54272e+12 1.43173e+13 1.52935e+13 3.43434e+13 2.62798e+13 1.33285e+13 2.06194e+13 2.59107e+13 4.55234e+13 7.6669e+13 2.25599e+13 2.71156e+13 2.29434e+13 2.24737e+13 1.74677e+13 1.73636e+13 2.13594e+13 1.73435e+13 1.58358e+13 1.29993e+13 1.29988e+13 1.26751e+13 1.20861e+13 3.71594e+13 1.42394e+13 4.20742e+13 1.16135e+13 1.99352e+13 1.406e+13 2.40329e+13
threshold=83.015546400000019 1.5000000000000002 150.04500000000004 3.5000000000000004 114.05000000000001 56.110481950000008 54.959412650000012 55.046835900000012 58.995000000000012 53.995000000000012 55.030402950000003 43.005000000000003 83.026705000000007 40.005000000000003 83.093115700000013 42.205000000000005 51.405000000000008 33.585000000000008 48.035000000000004 142.05000000000004 4.5000000000000009 55.02863030000001 8.5000000000000018 54.990000000000002 9.5000000000000018 57.005000000000003 3.5000000000000004 120.05000000000001 5.5000000000000009 56.028355650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 10 11 13 -13 17 -9 -12 -17 -8 -14 26 -5 -20 23 -11 -24 -26 27 -6 29 -28
right_child=1 -3 3 20 19 -7 7 14 -10 22 15 12 18 -15 -16 16 -18 -19 21 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-16.276833996008133 -224.59087950968112 518.86735286249041 -20595.219946289064 116999.15958460368 -95151.462683823542 3852.278631483603 -11005.089826505398 18263.49423070272 12434.855372704178 -43992.415612792975 -10684.081161475728 27884.08284123617 17201.870406069775 -24315.598705612036 -2601.4380041863333 -47823.364801520278 46710.966511418272 13865.284811678801 11356.50413174716 -107855.88366477273 29518.939493534483 -29857.762277747843 -75395.307454885566 29812.542645329304 34764.601706025096 -51353.418869894806 -4462.7751021634613 7580.7931250000001 32870.972593750004 -129817.6311328125
leaf_weight=4020050 27109 251230 64 41 51 4513 773 420 758 256 524 418 233 717 8982 296 26 440 110 22 29 232 142 93 66 404 65 30 50 20
leaf_count=4020050 27109 251230 64 41 51 4513 773 420 758 256 524 418 233 717 8982 296 26 440 110 22 29 232 142 93 66 404 65 30 50 20
internal_value=0 219.492 -1384.72 32350.2 -1481.42 -1311.82 -1866.73 -4856.42 -10316.5 -13962.4 -7533.67 -3371.43 10056.2 -10280 -1669.37 -21914.5 -40190.2 -1983.68 -2903.91 -34626.1 80757.4 -16601.7 -39175.8 -24325.2 -47644.5 -39260.3 -27167.5 -57102.5 -9206.55 -33958
internal_weight=0 298114 46884 134 46750 46512 41999 14890 5488 4730 3769 2923 993 1930 9402 846 322 1213 575 238 70 342 961 349 612 470 216 81 135 85
internal_count=4318164 298114 46884 134 46750 46512 41999 14890 5488 4730 3769 2923 993 1930 9402 846 322 1213 575 238 70 342 961 349 612 470 216 81 135 85
is_linear=0
shrinkage=0.1


Tree=2187
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 5 4 5 5 6 0 1 0 0 0 0 0 5 5 0 1 0 5 5 0 0 1 0 1 5
split_gain=1.31251e+12 1.18686e+13 1.43536e+13 2.29249e+13 2.54404e+13 4.56285e+13 6.43748e+13 1.99572e+13 2.2161e+13 2.36978e+13 2.90902e+13 1.67025e+13 1.66946e+13 2.18409e+13 1.59423e+13 3.19586e+13 2.19222e+13 2.55948e+13 1.70529e+13 1.58628e+13 3.49218e+13 1.98424e+13 1.56151e+13 1.53399e+13 2.36263e+13 1.48575e+13 1.47274e+13 1.83729e+13 3.53495e+13 2.1955e+13
threshold=18.500000000000004 16.500000000000004 37.615058950000012 30.259484550000003 60.017447350000005 72.010000000000005 2.5000000000000004 60.005000000000003 132.05000000000004 1.5000000000000002 55.628356700000005 30.388336800000001 55.535913550000011 55.551692500000009 59.896318000000008 59.939091550000008 59.863160500000006 99.555000000000021 76.730000000000018 55.674875350000008 37.314272700000011 55.842510000000011 75.015000000000015 75.015000000000015 55.777112100000004 50.565831500000009 37.737121850000008 55.87722990000001 37.692869000000009 56.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5 9 11 12 -9 25 -14 16 -16 17 18 23 20 -20 -21 -6 -12 -25 -11 27 -4 29 -29
right_child=-2 2 26 7 22 6 -8 8 -10 10 14 -13 13 -15 15 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=37.727241302670024 -137.15768866972229 9896.1702738444019 2296.53536819592 -3902.921427391776 4884.9450624999999 248305.21329985122 37001.695991847831 -31967.452363281249 48710.335175781249 33860.561984707449 -38012.656624348958 11234.102771984448 99279.037279485899 2225.0191639153854 90227.490066964296 -30642.850842773438 -110905.89511718751 -106842.46295703127 -32466.654640151515 -87444.726591082319 126067.56412760419 -8713.128584519478 -81489.393576388888 -181661.28221191408 -40380.890382543104 -27730.089283161571 -1471.764941043034 13379.812466325431 9824.1757832118437 119643.15755263506
leaf_weight=3689517 600644 240 797 3544 50 21 46 120 50 47 324 352 31 92 28 100 44 50 33 41 24 146 36 20 29 235 21191 29 224 59
leaf_count=3689517 600644 240 797 3544 50 21 46 120 50 47 324 352 31 92 28 100 44 50 33 41 24 146 36 20 29 235 21191 29 224 59
internal_value=0 22.1607 -2028.8 -6505.72 16799.5 30265.7 103231 -8230.56 -16915.3 -18827.4 -26066.1 250.657 -4056.23 26685.8 -36690.6 -4202.46 -42539.4 -38029.4 -32453 -11898.1 34284.6 -25975.1 -31271.8 -45899.1 -98046.4 -17465 -883.868 10349.8 30921.7 84624.6
internal_weight=0 3.71752e+06 28003 5703 393 307 67 5310 1766 1716 1244 472 405 123 839 128 711 667 617 244 57 187 86 373 49 282 22300 1109 312 88
internal_count=4318164 3717520 28003 5703 393 307 67 5310 1766 1716 1244 472 405 123 839 128 711 667 617 244 57 187 86 373 49 282 22300 1109 312 88
is_linear=0
shrinkage=0.1


Tree=2188
num_leaves=31
num_cat=0
split_feature=1 5 0 4 3 3 5 5 2 0 1 6 1 5 0 2 0 1 0 3 0 1 2 3 3 3 0 1 1 1
split_gain=1.31498e+12 1.01078e+13 2.70912e+13 3.5941e+13 4.83705e+13 3.94002e+13 3.34911e+13 2.30184e+13 2.13121e+13 2.12584e+13 2.97831e+13 3.27707e+13 3.77179e+13 2.91985e+13 2.77606e+13 4.21663e+13 3.37395e+13 2.21663e+13 2.11831e+13 6.29073e+13 3.36743e+13 6.56802e+13 1.13082e+14 5.56237e+13 5.67386e+13 4.12309e+13 2.93014e+13 2.92586e+13 4.89775e+13 5.54557e+13
threshold=38.781124500000011 31.795000000000005 55.212972300000011 1.0000000180025095e-35 22.500000000000004 5.5000000000000009 28.810000000000006 32.475000000000001 1.5000000000000002 55.801980100000009 36.585378200000001 1.5000000000000002 38.096381250000007 30.025000000000002 55.727011600000004 11.500000000000002 55.719391050000006 37.487839250000007 55.751981950000008 22.500000000000004 55.795550600000006 37.767735350000002 1.5000000000000002 8.5000000000000018 22.500000000000004 24.500000000000004 55.591389050000011 37.542000650000013 37.615058950000012 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 18 -7 10 -8 12 -12 -13 16 17 -15 -16 19 26 21 22 -20 27 -25 -26 -3 -24 29 -29
right_child=-2 7 3 4 -6 6 9 -9 -10 -11 11 13 -14 14 15 -17 -18 -19 20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-3128.9731097786407 -36.324844276158636 -5309.8256473059373 -461.33467305442014 1657.7332950308712 -3384.9377201713164 -12134.812266825855 132707.39119318183 55.343003663002278 4311.6248046950204 8024.1508490398837 711.60308945327324 10266.831389023902 105891.09494419643 27643.188830015042 -23827.377892485121 181379.50528564455 -43816.211633472711 52641.624461423584 77272.377005958566 51290.221138323395 -4091.6553334030887 3131.1679436948252 -51393.842632147607 -21500.561507656548 -192153.56171875002 -17556.886086309525 7308.8391159103303 -114481.12109375 -78633.759541015635 -331777.46375679347
leaf_weight=14479 3012745 4908 51468 25460 9500 861 22 1157440 9283 10096 1318 1093 35 952 42 24 71 389 64 241 13762 501 47 263 38 21 2944 24 50 23
leaf_count=14479 3012745 4908 51468 25460 9500 861 22 1157440 9283 10096 1318 1093 35 952 42 24 71 389 64 241 13762 501 47 263 38 21 2944 24 50 23
internal_value=0 83.8332 938.58 1471.01 3152.51 4403.48 7293.85 -6.7543 2915.69 10456.7 16680.3 16029.8 3432.43 22659.3 31823.6 52373.5 22683.6 45189.9 -3147.27 965.963 -5397.55 -22829 -47368.6 -64486.7 -41382.5 -130009 -578.63 -116150 -147527 -220818
internal_weight=0 1.30542e+06 125093 110614 59146 49646 24186 1.18033e+06 10144 14042 3946 3924 1353 2571 1478 455 1023 431 22886 8093 14793 1031 530 466 322 59 7852 144 97 47
internal_count=4318164 1305419 125093 110614 59146 49646 24186 1180326 10144 14042 3946 3924 1353 2571 1478 455 1023 431 22886 8093 14793 1031 530 466 322 59 7852 144 97 47
is_linear=0
shrinkage=0.1


Tree=2189
num_leaves=31
num_cat=0
split_feature=0 0 1 0 5 1 1 5 1 1 3 1 3 1 5 3 5 1 1 1 5 5 6 3 1 3 5 1 5 3
split_gain=1.44242e+12 1.31416e+13 2.4953e+13 3.01818e+13 2.28756e+13 1.92415e+13 4.17061e+13 2.5843e+13 2.40557e+13 6.15096e+13 4.08149e+13 4.59167e+13 2.8852e+13 4.65578e+13 3.38087e+13 2.80973e+13 3.96487e+13 4.17412e+13 6.22266e+13 4.27066e+13 3.10615e+13 2.73578e+13 3.03285e+13 6.06895e+13 5.56121e+13 1.11016e+14 5.16606e+13 4.30893e+13 4.86382e+13 4.15527e+13
threshold=54.762542150000009 54.947737500000009 83.140147550000009 54.934662400000008 46.405000000000008 37.998366300000008 38.151577750000008 36.005000000000003 49.323301500000007 44.660994650000006 11.500000000000002 38.422276900000007 4.5000000000000009 43.048525950000005 78.010000000000005 4.5000000000000009 42.895000000000003 82.897133550000021 82.966612450000014 56.249874400000003 225.45000000000002 132.05000000000004 1.5000000000000002 9.5000000000000018 83.00362155000002 11.500000000000002 44.005000000000003 82.957885500000017 47.415000000000006 30.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 -7 9 10 12 -12 -8 14 -14 16 -10 19 -19 -18 -20 22 23 -17 27 -26 -24 28 -25 -28
right_child=1 -3 3 4 -6 6 8 -9 15 -11 11 -13 13 -15 -16 21 17 18 20 -21 -22 -23 26 24 25 -27 29 -29 -30 -31
leaf_value=90.056895023261632 -5274.5186713175908 26.049273348336932 -13320.858226625431 3495.8208908970032 26590.303642578128 -5266.3073357075991 -22039.591768246348 16324.448703597183 -1620.3468136422198 -41075.055379504105 23864.457618772831 178308.01278409094 -1186.6159115332409 79289.841395246491 -88776.063159722224 -24517.176256596889 9986.0514851921416 92131.191086813677 15511.084797982387 -19216.241076158298 -94221.0171499399 21000.610958974979 -73.472587018348392 1013.0356072938589 -70212.091783633485 32054.490703416028 -5064.5952486969327 392.97112615924584 -13837.483058977363 78915.980687235176
leaf_weight=1259690 9295 2798789 443 796 930 733 849 2275 5763 508 154 22 2128 71 45 1007 1371 107 3290 789 26 569 45112 4183 118 1057 41954 131366 4665 59
leaf_count=1259690 9295 2798789 443 796 930 733 849 2275 5763 508 154 22 2128 71 45 1007 1371 107 3290 789 26 569 45112 4183 118 1057 41954 131366 4665 59
internal_value=0 -37.0916 -717.601 9963.35 15939.5 -807.564 -640.293 11063.1 -783.857 -8702.75 -3672.12 43169.9 -6337.56 -396.819 -3000.48 -659.975 4198.04 10204 17072.7 -680.897 14650.7 -899.529 -953.821 -54.661 119.566 21784.3 -2423.4 -61.9859 -6816.72 -4946.66
internal_weight=0 3.05847e+06 259685 2169 1726 257516 248221 3008 245213 3777 3269 176 3093 2244 2173 241436 11346 5583 3423 2160 3316 230090 229521 142396 141389 1175 87125 140214 8848 42013
internal_count=4318164 3058474 259685 2169 1726 257516 248221 3008 245213 3777 3269 176 3093 2244 2173 241436 11346 5583 3423 2160 3316 230090 229521 142396 141389 1175 87125 140214 8848 42013
is_linear=0
shrinkage=0.1


Tree=2190
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 0 3 5 3 1 1 1 1 5 3 3 1 0 1 1 3 0 0 0 6 0 0 5 5
split_gain=1.22249e+12 1.22109e+13 4.21067e+13 3.92251e+13 4.27569e+13 2.57769e+14 1.14859e+14 8.14005e+13 8.08049e+13 7.6598e+13 2.28866e+14 2.21882e+14 8.89541e+13 8.6887e+13 1.02598e+14 8.19856e+13 7.98541e+13 1.59651e+14 1.61254e+14 1.47299e+14 1.83145e+14 1.32763e+14 1.24877e+14 1.17706e+14 1.07997e+14 1.16743e+14 1.86002e+14 1.38686e+14 1.13228e+14 1.07966e+14
threshold=55.576287050000012 55.734663800000007 53.140944450000006 32.910000000000004 49.148175700000003 39.726951800000002 55.628356700000005 9.5000000000000018 150.04500000000004 13.500000000000002 36.761894450000007 38.422276900000007 37.098288800000006 36.761894450000007 80.815000000000012 24.500000000000004 11.500000000000002 37.792847950000002 55.719391050000006 37.39371280000001 37.314272700000011 10.500000000000002 55.674875350000008 55.619594000000006 55.701368300000006 1.5000000000000002 55.68356880000001 55.674875350000008 53.995000000000012 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 -7 -6 -9 13 15 12 -12 14 -5 -11 19 18 24 20 21 -15 -19 -22 25 26 -18 -27 -26 -20
right_child=1 -3 -4 4 7 6 -8 8 -10 10 11 -13 -14 16 -16 -17 17 22 29 -21 23 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=47.592426568531188 2759.2032669489977 37.61573130111892 -14727.42475624838 -21376.3349813061 9211.5719585067418 -14722.015825273007 -67862.104630119429 -2546.9523773875994 -154739.50146205359 83518.785546655068 -26300.978385063663 297760.20568750001 80.601438470463975 4121.1690290754814 -142640.85184877997 7929.3081308040973 -53365.845058108134 -18259.976460520083 -50716.357351123697 -4008.3559225724839 -55045.895223789361 -96315.415219907416 32990.590176425947 42913.391225019615 -1458.3852345752416 -1711.8200598436711 81436.565833391462 -37515.130937808994 74894.707869349892 124626.41473524306
leaf_weight=2398881 30556 1671564 2126 1577 10942 817 810 10707 35 444 1291 25 127902 5243 73 212 1189 739 1431 40347 131 135 1333 1927 634 5306 112 1359 280 36
leaf_count=2398881 30556 1671564 2126 1577 10942 817 810 10707 35 444 1291 25 127902 5243 73 212 1189 739 1431 40347 131 135 1333 1927 634 5306 112 1359 280 36
internal_value=0 -59.485 -714.704 -593.401 -1069.79 -1542.01 -41177.7 3140.88 -3042.83 -1205.66 173.721 -125.381 -183.024 -4102.02 -26741.4 59090.5 -3481.52 -10625.4 -15699.2 -1624.79 11308.2 1599.98 14711.6 36677.9 -10625.1 -14360.7 -41761 -9012.15 21932.1 -46413.5
internal_weight=0 1.91928e+06 247719 245593 215037 193353 1627 21684 10742 191726 129874 129218 129193 61852 1650 656 60202 12419 10347 47783 7436 5378 2072 2058 8880 7966 1301 6665 914 1467
internal_count=4318164 1919283 247719 245593 215037 193353 1627 21684 10742 191726 129874 129218 129193 61852 1650 656 60202 12419 10347 47783 7436 5378 2072 2058 8880 7966 1301 6665 914 1467
is_linear=0
shrinkage=0.1


Tree=2191
num_leaves=31
num_cat=0
split_feature=1 5 5 5 5 1 1 3 1 3 4 1 1 3 0 0 4 0 3 1 5 0 6 0 0 5 1 3 1 3
split_gain=1.26866e+12 9.93968e+12 5.12785e+13 4.99248e+13 4.71565e+13 4.32046e+13 4.57798e+13 6.58309e+13 4.24239e+13 5.11054e+13 4.01436e+13 3.72697e+13 7.9728e+13 9.20291e+13 1.12419e+14 5.08501e+13 5.03331e+13 1.11781e+14 6.95666e+13 6.47261e+13 5.44336e+13 4.68228e+13 4.54113e+13 4.25429e+13 4.78225e+13 3.9685e+13 3.92714e+13 5.48011e+13 6.38877e+13 5.28305e+13
threshold=38.781124500000011 62.015000000000008 67.00500000000001 59.245000000000012 56.205000000000005 37.503486000000002 37.533784800000006 3.5000000000000004 37.971176850000006 8.5000000000000018 1.5000000000000002 37.39371280000001 37.098288800000006 23.500000000000004 55.120365700000008 55.860536450000005 2.5000000000000004 55.628356700000005 15.500000000000002 37.559851850000008 56.835000000000008 59.820733200000006 1.5000000000000002 55.755036050000008 55.727011600000004 59.025000000000013 37.487839250000007 16.500000000000004 37.475443250000005 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -5 7 -7 9 -6 -1 12 21 14 -14 16 18 -18 22 23 -20 -11 -13 24 -19 26 27 28 -22 -28
right_child=-2 2 -4 5 8 6 -8 -9 -10 11 -12 15 13 -15 -16 -17 17 19 20 -21 25 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-235.35552762821337 -35.679412594926248 -2472.6587801157502 321.95454339883952 671.23407383560061 -9121.1967422255457 -122974.99183467744 4798.774017537361 24052.874684427734 6005.7630754355696 -11386.559853773073 1248.4308375008127 -2504.7234610545347 -14038.208155468959 -10333.197054374999 30979.363118652807 4476.7042895156146 11344.938134533182 -60079.248097478696 -20977.683247876608 -19878.67562177073 -391.62796916961673 647.73144521624454 19805.133417913334 -33381.374171000098 -145938.75752377717 -22780.241323378188 -9341.3682186591213 -26530.497852160595 119302.40535300926 7858.2725988963539
leaf_weight=548421 3012745 87349 264414 37764 12014 31 26932 1726 5351 4073 273153 2109 703 1250 2630 4877 814 220 2710 1255 256 15678 1608 317 92 1113 3170 1245 54 4090
leaf_count=548421 3012745 87349 264414 37764 12014 31 26932 1726 5351 4073 273153 2109 703 1250 2630 4877 814 220 2710 1255 256 15678 1608 317 92 1113 3170 1245 54 4090
internal_value=0 82.3436 -371.998 249.931 51.9113 2893.66 5819.08 21458.8 -2527.59 -3285.11 257.967 -1832.37 923.319 12806.1 21484.2 -4634.59 -6966.81 -19621.4 -4879.24 -33000.8 -8416.22 -1833.95 7146.68 -59182.3 -85396.8 -4987.37 -2740.81 -17163 20458.3 348.237
internal_weight=0 1.30542e+06 351763 953656 887203 66453 28689 1757 65629 60278 821574 48264 24334 4583 3333 23930 19053 2698 16355 1884 12638 19751 3717 629 312 9928 8815 1555 310 7260
internal_count=4318164 1305419 351763 953656 887203 66453 28689 1757 65629 60278 821574 48264 24334 4583 3333 23930 19053 2698 16355 1884 12638 19751 3717 629 312 9928 8815 1555 310 7260
is_linear=0
shrinkage=0.1


Tree=2192
num_leaves=31
num_cat=0
split_feature=1 0 0 0 5 4 5 5 5 2 5 5 5 1 5 5 5 5 2 2 5 5 6 2 2 5 3 5 2 6
split_gain=1.35906e+12 1.50789e+13 1.3613e+13 1.17713e+13 1.80146e+13 5.27405e+13 4.89356e+13 3.75594e+13 3.68815e+13 3.54033e+13 3.53871e+13 3.40649e+13 4.86236e+13 3.32244e+13 2.9922e+13 2.74905e+13 8.19895e+13 7.52775e+13 3.12542e+13 2.53334e+13 3.08274e+13 1.324e+14 6.74556e+13 4.50569e+13 4.75143e+13 2.96416e+13 9.49643e+13 3.10618e+13 3.08379e+13 2.88785e+13
threshold=28.619594500000002 59.609407350000005 60.693675950000006 54.725565150000001 99.555000000000021 2.5000000000000004 68.52500000000002 97.050000000000011 68.00500000000001 1.5000000000000002 107.05000000000001 109.05000000000001 110.05000000000001 20.507360500000004 104.75000000000001 94.040000000000006 93.00500000000001 95.020000000000024 6.5000000000000009 8.5000000000000018 84.030000000000015 85.020000000000024 1.5000000000000002 3.5000000000000004 6.5000000000000009 71.715000000000018 8.5000000000000018 71.00500000000001 5.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 15 -1 -8 14 13 -13 -12 -6 16 -7 18 -17 20 25 -22 -23 -24 -25 26 -11 28 29 -28
right_child=-2 2 -4 -5 10 7 9 -9 -10 19 11 12 -14 -15 -16 17 -18 -19 -20 -21 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1264.6849471512783 -5.2115924429664648 -55937.047347005217 26866.183002178488 2691.0541298176859 16790.884849603015 -12955.401608183727 -24475.104339399964 -65147.824028320312 -46834.693337673612 -19685.342645533739 -124829.85057164634 83663.555486809724 -304.87187797589212 19676.537289663465 74828.910600000003 114447.31956586236 -157378.7149609375 -28666.602177470442 3077.2186866554057 46807.896019965279 269403.20885416667 55954.118940716915 56695.252492559528 -230090.79315476189 -22042.220380434785 -1906.9903128721196 46053.799632607741 156061.72830357144 92087.766800271755 -71423.592824074076
leaf_weight=13338 4281218 84 26 16572 307 2273 214 140 180 226 41 73 1247 26 125 79 40 148 37 270 24 170 21 21 23 971 93 35 115 27
leaf_count=13338 4281218 84 26 16572 307 2273 214 140 180 226 41 73 1247 26 125 79 40 148 37 270 24 170 21 21 23 971 93 35 115 27
internal_value=0 603.907 -36365.4 714.305 -902.29 -1838.61 383.882 -14704.1 -1871.48 14179.3 8592.22 808.097 4338.84 -68752.7 33584.3 -11963.6 -15453 18608.1 78924.1 18323.6 13867.8 45674.1 22825.2 -63819.7 -121338 8252.38 28141 68173.4 55083.7 19621.4
internal_weight=0 36946 110 36836 20264 18445 15728 2717 13518 2210 1819 1387 1320 67 432 2577 2313 264 116 1996 1726 259 235 65 44 1467 496 270 235 120
internal_count=4318164 36946 110 36836 20264 18445 15728 2717 13518 2210 1819 1387 1320 67 432 2577 2313 264 116 1996 1726 259 235 65 44 1467 496 270 235 120
is_linear=0
shrinkage=0.1


Tree=2193
num_leaves=31
num_cat=0
split_feature=5 5 3 1 0 4 2 5 1 1 1 6 5 5 0 3 1 3 3 1 0 0 0 1 2 2 2 3 1 0
split_gain=1.28362e+12 1.23694e+13 1.80744e+13 2.0506e+13 2.19775e+13 2.23217e+13 1.94005e+13 2.19179e+13 2.60779e+13 2.47706e+13 2.37528e+13 2.28454e+13 2.21878e+13 1.82807e+13 1.70585e+13 2.20815e+13 5.83247e+13 3.57733e+13 2.89919e+13 4.93555e+13 2.83482e+13 1.0376e+14 2.40233e+13 3.03944e+13 7.00186e+13 2.10546e+13 2.90057e+13 1.92614e+13 4.7616e+13 2.58625e+13
threshold=54.035000000000004 50.005000000000003 6.5000000000000009 114.17164950000002 56.635684300000008 2.5000000000000004 13.500000000000002 50.410000000000004 37.869926150000005 37.503486000000002 37.342273500000012 1.5000000000000002 51.015000000000008 53.995000000000012 55.899899800000007 15.500000000000002 37.620907050000007 14.500000000000002 16.500000000000004 37.615058950000012 55.628356700000005 55.801980100000009 55.619594000000006 37.692869000000009 14.500000000000002 14.500000000000002 15.500000000000002 30.500000000000004 37.533784800000006 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 -8 9 10 11 -9 -10 -13 15 16 17 -11 19 20 -17 -22 -21 24 -24 -25 -27 29 -29 -20
right_child=-2 2 6 4 -6 -7 7 8 12 14 -12 13 -14 -15 -16 18 -18 -19 27 22 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=28.073868057466882 67.458847091335883 822.89900131114575 -1619.1253281606143 -36870.208635635201 1248.2904905864725 26014.035715144229 -11629.342469375097 12498.441123760136 -9758.3729029544484 59379.356033761163 -6207.9814004536383 -5949.3313071253797 1072.208193255339 21025.637978053739 -7679.8069412422665 -18518.415187733211 393.19408610026045 191920.78178710939 -5650.0304044783979 55302.244903492654 -281200.1120923913 -14642.343222656251 156277.03555989586 -120454.13632812501 -53325.60213551241 51740.732633928572 -68503.876363031915 92401.16925168506 -8447.0657373645481 23886.474978180308
leaf_weight=2353354 1706195 72394 161490 429 493 65 1217 2547 2372 56 2315 1661 9338 296 399 67 120 32 347 85 23 40 30 26 34 35 47 51 571 2035
leaf_count=2353354 1706195 72394 161490 429 493 65 1217 2547 2372 56 2315 1661 9338 296 399 67 120 32 347 85 23 40 30 26 34 35 47 51 571 2035
internal_value=0 -44.0656 -700.523 627.709 -13689 -28596 -1226.71 1442.25 2148.44 5688.49 2024.31 6255.61 -1121.66 -1869.32 11938.1 14113 45739.9 107576 12173.1 -13588.3 -63800.2 -111957 11810.8 -9682.11 44925.6 -42042.3 -17180 15491.9 -178.159 19583.7
internal_weight=0 2.61197e+06 258615 73381 987 494 185234 23744 22527 10817 6819 4504 11710 1957 3998 3599 208 88 3391 387 130 63 257 172 64 108 82 3004 622 2382
internal_count=4318164 2611969 258615 73381 987 494 185234 23744 22527 10817 6819 4504 11710 1957 3998 3599 208 88 3391 387 130 63 257 172 64 108 82 3004 622 2382
is_linear=0
shrinkage=0.1


Tree=2194
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 1 3 3 0 0 0 0 5 3 0 0 5 5 0 5 3 0 1 0 1 0 0 5
split_gain=1.2824e+12 1.52287e+13 8.13171e+13 6.76702e+13 9.31604e+13 6.75091e+13 6.72337e+13 4.97483e+13 4.84505e+13 5.457e+13 9.75542e+13 7.67501e+13 1.10728e+14 4.94452e+13 4.76743e+13 3.99733e+13 3.78662e+13 3.51115e+13 3.25528e+13 3.18526e+13 3.11597e+13 5.36151e+13 3.04322e+13 3.40649e+13 2.93958e+13 2.92973e+13 2.85047e+13 2.84565e+13 2.7983e+13 2.75149e+13
threshold=61.284352600000013 57.550671000000001 56.663136550000011 55.212972300000011 60.479177250000006 57.945214300000011 60.08989780000001 59.76223980000001 3.5000000000000004 12.500000000000002 55.160271200000004 54.484631300000011 55.120365700000008 53.516665650000007 48.510000000000012 21.500000000000004 63.563300600000012 57.057093650000006 67.00500000000001 89.00500000000001 56.863241500000008 98.020000000000024 11.500000000000002 57.178027650000011 60.08989780000001 59.904813200000007 59.76223980000001 55.601678500000013 56.054485600000007 65.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 16 17 -3 11 -11 13 29 -10 -12 -16 25 -4 -14 -8 24 22 -22 -24 -9 -7 -18 -6 -29 -13
right_child=-2 2 5 4 27 6 19 20 9 10 14 12 18 -15 15 -17 26 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=26.059665935036204 82.955171692800263 8799.354156117186 -39344.876669330151 38.270665614189227 -16875.729068071756 -5496.0839357747454 -23491.926258093416 -15375.851075162776 -1523.2740925755388 -26934.377117652781 -1947.5377430240912 -21440.594246144461 -3063.5688641550278 22980.478015148652 30015.04600890545 -23794.979419915409 19820.690576548815 16700.795127836642 -20747.799634896452 -113638.06117187502 222.47717301823474 -26505.332288630674 -4512.199239031992 -36929.291527367212 1611.2314557474958 -43019.34728937922 -52080.948874470341 -48337.694275778915 -22268.168788921652 -44448.463016751077
leaf_weight=2803895 1301749 3042 512 2684 2291 3318 1952 1028 7375 674 999 3387 8561 927 1610 151 842 143 1185 40 43196 839 12210 333 112664 222 59 752 910 614
leaf_count=2803895 1301749 3042 512 2684 2291 3318 1952 1028 7375 674 999 3387 8561 927 1610 151 842 143 1185 40 43196 839 12210 333 112664 222 59 752 910 614
internal_value=0 -35.7997 -851.945 -5245.13 -14339.8 19.0235 -10037.6 397.518 -3129.04 -4552.97 7172.92 -6379.21 -10964.1 1212.81 15502 25401 -3190.74 -27109 -5213.77 -25302.1 503.331 -1414.32 -1036.64 -5372.83 1457.63 -7849.24 15112.4 -24102.3 -34063.8 -24971.4
internal_weight=0 3.01642e+06 212520 35162 6637 177358 6433 170925 28525 25483 3434 22049 13747 8302 2760 1761 4441 655 9746 1992 170270 56578 55739 12543 113692 3540 901 3953 1662 4001
internal_count=4318164 3016415 212520 35162 6637 177358 6433 170925 28525 25483 3434 22049 13747 8302 2760 1761 4441 655 9746 1992 170270 56578 55739 12543 113692 3540 901 3953 1662 4001
is_linear=0
shrinkage=0.1


Tree=2195
num_leaves=31
num_cat=0
split_feature=3 5 5 0 0 5 1 3 5 0 2 5 5 5 0 0 1 0 3 5 1 0 1 5 5 0 0 0 1 1
split_gain=1.4131e+12 8.72019e+12 1.63461e+13 2.80262e+13 2.44849e+13 4.21769e+13 2.30804e+13 3.96509e+13 2.78966e+13 5.4766e+13 4.81176e+13 2.21648e+13 2.1574e+13 2.82566e+13 2.10459e+13 3.15254e+13 2.55589e+13 3.1697e+13 2.39126e+13 2.29734e+13 3.36867e+13 2.36463e+13 2.21287e+13 4.40323e+13 3.91706e+13 2.35062e+13 8.36098e+13 4.6645e+13 8.82141e+13 6.71868e+13
threshold=10.500000000000002 39.355000000000011 30.990000000000006 55.061033200000004 43.465905150000005 31.010000000000002 39.925119750000007 18.500000000000004 34.605000000000011 43.056445700000005 8.5000000000000018 30.405000000000005 37.505000000000003 35.005000000000003 60.003414000000006 59.904813200000007 30.278357500000002 60.042666650000008 23.500000000000004 36.515000000000008 30.243224600000001 60.035045000000004 38.096381250000007 37.995000000000012 37.505000000000003 55.628356700000005 55.664473600000008 55.56564190000001 37.275078000000001 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 -4 7 -7 -8 -10 12 -2 13 -11 15 22 19 18 -18 20 -16 -22 24 -24 25 27 -27 -6 -29 -30
right_child=1 -3 4 -5 14 6 8 -9 9 10 -12 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=44.537645736926407 -2359.8372184571272 -215.63926242786607 139591.00603448277 445.39713790370598 1148.8427120386646 -33921.34716118707 -17621.406986538201 110219.83315429688 -5236.7311814528248 85673.809044471156 200808.50332031251 -15568.878456908344 105598.90102040817 -63223.931375 695.86323412566594 4417.8163977188397 -18423.789314507867 -2086.4909328655326 -1898.0782334744708 -4045.6407659884194 27588.143602090178 5640.0844940096231 251.95177097451756 3858.493871326581 -2913.2659034751109 14926.056414305018 753.66988098900333 72580.45748814175 -24715.275372847696 -1917.5465174532728
leaf_weight=2688514 40963 1182880 29 75629 11804 144 86 22 104 26 31 1311 49 25 4983 23094 2502 10917 1347 4591 942 1025 112741 48379 42109 4510 54050 126 2335 2896
leaf_count=2688514 40963 1182880 29 75629 11804 144 86 22 104 26 31 1311 49 25 4983 23094 2502 10917 1347 4591 942 1025 112741 48379 42109 4510 54050 126 2335 2896
internal_value=0 -73.476 302.919 -707.292 665.093 22431.3 15454.7 -14818.3 31109.9 48943.4 91956.7 -2769.48 58212.7 12684.7 630.888 867.161 -2081.89 -4837.55 -12640.4 1443.81 5070.02 16151.1 573.206 1334.88 -468.299 891.365 1845.16 -2363.34 -10102.3 -12093.9
internal_weight=0 1.62965e+06 446770 117903 328867 516 487 166 321 235 131 42274 100 51 328351 302044 26307 14766 3849 11541 6950 1967 278950 161120 117830 75721 58560 17161 5357 5231
internal_count=4318164 1629650 446770 117903 328867 516 487 166 321 235 131 42274 100 51 328351 302044 26307 14766 3849 11541 6950 1967 278950 161120 117830 75721 58560 17161 5357 5231
is_linear=0
shrinkage=0.1


Tree=2196
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 1 2 5 4 5 3 6 5 1 1 3 1 5 4 5 5 6 5 5 3 5 3 3
split_gain=1.31935e+12 4.1848e+13 5.72199e+13 6.44406e+13 1.17857e+14 1.88553e+14 4.6875e+13 2.0057e+14 1.20898e+14 9.6622e+13 7.47266e+13 7.32468e+13 6.7274e+13 1.05774e+14 6.0496e+13 8.20046e+13 8.08451e+13 6.9756e+13 5.8274e+13 1.18853e+14 7.87893e+13 5.56464e+13 5.45895e+13 5.37568e+13 6.1865e+13 5.2919e+13 1.24478e+14 9.3919e+13 1.19062e+14 1.2638e+14
threshold=55.769960200000007 55.784980300000008 37.214886200000009 37.417247200000006 6.5000000000000009 8.5000000000000018 37.559851850000008 37.737121850000008 19.500000000000004 61.020000000000003 2.5000000000000004 69.610000000000014 18.500000000000004 1.5000000000000002 26.005000000000006 37.620907050000007 37.597123000000003 3.5000000000000004 37.542000650000013 69.610000000000014 1.0000000180025095e-35 72.010000000000005 58.040000000000006 1.5000000000000002 61.405000000000008 34.605000000000011 7.5000000000000009 42.005000000000003 7.5000000000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 12 9 -5 18 -12 13 -8 -15 16 25 -17 20 -20 -11 22 -19 -14 -25 26 -16 28 29 -27
right_child=1 -3 3 6 5 -7 7 -9 -10 10 11 -13 23 14 15 17 -18 21 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=41.801288240886706 -58784.894444821613 1.8291299769274063 100503.57084781902 -27077.535819681652 -55274.592496275509 27699.276543478732 84463.780092735004 -6423.9135824498808 26010.513617198383 -17039.434297042651 -76223.878886387713 -2948.544231264772 -43111.412131223522 -13438.869494766839 -215502.1066580636 144002.00649038464 100123.13520464217 12244.280627637921 65851.952047821978 -204624.23173828126 52833.761588727684 57050.558979331727 -31543.847960383308 88006.944111828925 -69001.632201488595 14571.392301432292 39179.364840548158 10751.263982522898 44665.550794430601 297647.40857676632
leaf_weight=2747102 187 1538638 150 3514 362 1125 254 20720 718 233 177 595 295 531 28 39 224 1320 33 32 525 213 363 78 37 24 61 377 163 46
leaf_count=2747102 187 1538638 150 3514 362 1125 254 20720 718 233 177 595 295 531 28 39 224 1320 33 32 525 213 363 78 37 24 61 377 163 46
internal_value=0 -73.0922 -3628.39 -3308.43 16021.9 7499.85 -4342.54 -2444.34 -12412.6 -17812.4 2599.79 -19748.7 17900.3 22222.4 17557.5 23316.5 47842.5 11617.5 23563.4 -67305.6 31355.6 8894.41 2799.78 -20503.4 37491.1 31088.8 -40945.1 41598.7 91510.6 200593
internal_weight=0 1.57106e+06 32424 32237 1637 1487 30600 24773 5827 5109 1595 772 4053 3643 3389 2858 923 1935 823 65 758 1896 1683 410 115 699 89 610 233 70
internal_count=4318164 1571062 32424 32237 1637 1487 30600 24773 5827 5109 1595 772 4053 3643 3389 2858 923 1935 823 65 758 1896 1683 410 115 699 89 610 233 70
is_linear=0
shrinkage=0.1


Tree=2197
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 3 0 5 1 6 0 4 5 5 0 1 5 4 5 5 5 5 5 3 3 0 0 2 1 3
split_gain=1.25392e+12 1.72137e+13 3.5482e+13 2.6759e+13 3.21533e+13 1.24526e+14 4.18051e+14 3.73767e+14 1.86767e+14 1.90975e+14 3.47437e+14 2.93167e+14 4.226e+14 1.69303e+14 1.67905e+14 2.65551e+14 1.6629e+14 1.54528e+14 4.87117e+14 2.00279e+14 1.30718e+14 1.15125e+14 1.4075e+14 1.07662e+14 1.19883e+14 1.05575e+14 9.9215e+13 9.35264e+13 9.28001e+13 2.17031e+14
threshold=30.305955500000003 30.259484550000003 59.755965500000009 4.5000000000000009 59.950068600000009 9.5000000000000018 59.963407450000012 102.01000000000001 30.278357500000002 1.5000000000000002 59.982527000000012 1.5000000000000002 61.845000000000006 116.06000000000002 59.982527000000012 30.278357500000002 95.020000000000024 1.5000000000000002 57.405000000000008 63.805000000000007 49.505000000000003 49.995000000000012 79.730000000000018 13.500000000000002 12.500000000000002 59.932719750000011 60.017447350000005 2.5000000000000004 30.278357500000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 25 8 7 17 9 -6 11 12 20 -9 15 -8 -13 18 -7 -20 -11 -17 -23 24 -16 -5 -12 -14 -19 -30
right_child=-2 2 3 4 5 6 14 13 -10 10 26 16 27 -15 23 21 -18 28 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=230.12295140789007 11.009499709970516 -59773.012211594629 8068.5338560641867 -2627.5076358765118 -4604.6453844908674 -83150.817125693022 6650.6001973612329 146881.91789713543 -2771.8805454840058 98822.556165942806 -7442.2450320403477 201148.1550767544 56258.819919655543 -44644.096370442712 -13196.191649568207 -24072.51569824219 -26944.660633680556 -68060.67221646152 305143.5605712891 35816.447096111595 327772.60859375005 270525.12500840053 -10742.796555397728 2207.1674619361306 -83119.52880437838 -28691.75621344928 68071.540262901734 -135891.47802465595 182787.98265625001 -155345.41183833309
leaf_weight=138955 4145141 107 2406 8378 917 429 286 120 3939 228 687 285 33 75 2078 24 36 364 48 65 28 93 22 10499 278 1908 233 109 20 373
leaf_count=138955 4145141 107 2406 8378 917 429 286 120 3939 228 687 285 33 75 2078 24 36 364 48 65 28 93 22 10499 278 1908 233 109 20 373
internal_value=0 -263.756 -2278.17 -2097.02 -2872.12 -652.25 -5725.63 -55877.8 10888 31939 52384.8 104466 47119.5 73218.1 -83.5119 61757.2 175568 -75257 -34495.8 150221 123864 175142 216717 -2128.03 -21446.9 -7462.29 11682.4 -91236.8 -104441 -138138
internal_weight=0 173023 34068 33961 31555 21269 14774 1494 6495 2556 1639 719 398 195 13280 425 321 1299 542 113 256 139 115 12855 2356 10286 920 142 757 393
internal_count=4318164 173023 34068 33961 31555 21269 14774 1494 6495 2556 1639 719 398 195 13280 425 321 1299 542 113 256 139 115 12855 2356 10286 920 142 757 393
is_linear=0
shrinkage=0.1


Tree=2198
num_leaves=31
num_cat=0
split_feature=3 1 1 0 3 5 5 2 4 5 5 3 5 5 4 1 0 0 3 3 2 0 0 1 0 5 5 1 2 4
split_gain=1.20693e+12 1.16068e+13 2.58863e+13 7.23126e+13 3.55895e+13 5.42698e+13 6.05976e+13 4.61655e+13 5.17001e+13 4.53728e+13 4.26678e+13 2.79632e+13 2.61989e+13 2.54257e+13 3.08049e+13 2.48353e+13 5.9918e+13 4.48965e+13 4.43235e+13 4.19545e+13 5.07961e+13 4.12146e+13 3.69632e+13 5.12659e+13 8.69935e+13 7.51688e+13 5.43861e+13 3.30175e+13 3.16779e+13 4.76008e+13
threshold=18.500000000000004 38.984911950000004 38.975980350000007 45.040161900000008 20.500000000000004 66.040000000000006 60.005000000000003 9.5000000000000018 2.5000000000000004 52.990000000000002 86.810000000000016 24.500000000000004 70.50500000000001 104.75000000000001 2.5000000000000004 39.036172050000012 45.063245200000004 45.059881250000011 21.500000000000004 22.500000000000004 8.5000000000000018 55.212972300000011 45.03656895000001 39.016372550000007 45.022371150000005 66.50500000000001 80.00500000000001 39.011252750000004 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 13 6 9 10 -9 -6 -7 -10 -4 14 -5 16 17 22 -19 20 28 -18 23 24 26 -25 -3 -21 -20 -30
right_child=1 15 3 4 5 7 -8 8 11 -11 -12 -13 -14 -15 -16 -17 21 18 19 27 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=21.250662880945953 205.12638635494227 -16623.918426903259 -29995.696318855935 451.5901270663577 38301.461326023425 11633.563729745372 108024.88408736543 -66403.858478338079 16820.319856770835 -60327.295795036764 -151900.29583333334 140902.6182373047 -135627.89079276842 -101070.59043817935 71779.569101562505 -358.8301280338008 -12676.332388990802 -70818.031537224262 10794.330064655172 -21457.497873088294 23612.058994162624 82322.949397078817 -6226.3828051600976 8322.6714829934626 9228.5793430926024 73354.565978715545 -85958.078997434073 26452.059241390707 62364.807460171571 201110.39560546877
leaf_weight=3717520 321710 470 59 884 546 27 119 44 42 51 39 32 39 23 65 259198 6325 51 29 224 222 46 6752 592 2151 254 149 402 51 48
leaf_count=3717520 321710 470 59 884 546 27 119 44 42 51 39 32 39 23 65 259198 6325 51 29 224 222 46 6752 592 2151 254 149 402 51 48
internal_value=0 -131.525 275.107 11703.3 16086.9 30416 42864.3 -18024.1 19437 29875.9 -85000.1 70477.5 -72033 2819.19 5337.07 -606.745 -4223.71 118.698 20062.7 24811.5 52539.5 -11990.4 -1856.85 6302.2 -278.094 27847.6 -33313.4 9308.7 102710 129635
internal_weight=0 600644 323680 1970 1872 900 716 184 118 597 66 74 98 972 949 276964 17766 11395 1027 976 350 6371 10368 3616 2770 846 619 626 128 99
internal_count=4318164 600644 323680 1970 1872 900 716 184 118 597 66 74 98 972 949 276964 17766 11395 1027 976 350 6371 10368 3616 2770 846 619 626 128 99
is_linear=0
shrinkage=0.1


Tree=2199
num_leaves=31
num_cat=0
split_feature=4 1 2 6 5 1 1 5 3 2 0 0 0 5 0 0 1 1 5 0 1 2 1 5 0 2 5 6 5 0
split_gain=1.22258e+12 1.08937e+13 1.40138e+13 2.42136e+13 1.68798e+13 2.299e+13 3.06578e+13 2.35554e+13 3.25992e+13 1.47992e+13 1.51687e+13 1.43931e+13 1.38604e+13 1.29088e+13 2.14399e+13 2.41277e+13 1.92891e+13 2.73116e+13 1.56332e+13 2.27761e+13 1.53463e+13 2.62523e+13 2.1896e+13 3.52854e+13 2.28457e+13 1.98915e+13 2.93298e+13 3.56656e+13 1.87807e+13 1.86616e+13
threshold=-1.0000000180025095e-35 39.110397700000007 2.5000000000000004 1.5000000000000002 20.010000000000002 37.362912300000012 37.971176850000006 61.845000000000006 4.5000000000000009 1.5000000000000002 55.601678500000013 55.86787755000001 45.087005000000012 27.010000000000002 55.74310830000001 55.518428350000008 37.475443250000005 37.503486000000002 21.015000000000004 55.551692500000009 37.726745000000001 10.500000000000002 37.516458750000005 69.015000000000015 55.657530000000008 8.5000000000000018 45.005000000000003 1.5000000000000002 35.985000000000007 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 -7 -9 10 -5 -12 -8 14 15 -4 -17 18 -18 -20 21 22 -15 24 -24 26 29 -28 -27 -26
right_child=-2 -3 13 4 5 6 12 8 -10 -11 11 -13 -14 20 -16 16 17 -19 19 -21 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=5356.8806592347801 -13.029339565294201 661.61199723917343 1044.9803907926305 -10355.511228998139 696.0124667502854 -14817.375411984276 -9809.2261780278259 5066.9698660714284 -163939.24125000002 -7340.7754484515963 3412.4176825364784 -7212.116530660559 5217.8345073507408 2002.2378909553008 -879.66446603587383 633.24911144318503 15974.593254834554 10783.43331317047 81659.674595013785 16141.38563218391 -5386.9969204284598 -5528.4937679705936 -11931.559117113749 128686.20050223214 39490.635474857605 35416.600189393939 -132944.85650809153 26665.276827566966 118920.43083694048 1786.0262666620763
leaf_weight=3307 4073891 169320 7931 1187 2683 4028 1114 21 25 3367 7703 1528 1367 6061 16528 1602 172 3258 136 87 7371 4484 240 28 299 99 28 28 37 234
leaf_count=3307 4073891 169320 7931 1187 2683 4028 1114 21 25 3367 7703 1528 1367 6061 16528 1602 172 3258 136 87 7371 4484 240 28 299 99 28 28 37 234
internal_value=0 217.298 -786.413 -2644.56 -3793.88 -7101.51 -10293.1 -15630 -86784.2 -1577.27 285.443 1653.75 -1529.5 219.797 1519.59 4526.94 9782.02 13794.2 38627 56098.7 -1822.73 454.285 4257.34 18021.9 14810.9 23663.6 15704.2 -53139.8 58134.6 22937.4
internal_weight=0 244273 74953 26330 23023 9238 6555 4074 46 13785 10418 9231 2481 48623 29714 13186 5255 3653 395 223 18909 11538 7054 993 965 725 589 56 136 533
internal_count=4318164 244273 74953 26330 23023 9238 6555 4074 46 13785 10418 9231 2481 48623 29714 13186 5255 3653 395 223 18909 11538 7054 993 965 725 589 56 136 533
is_linear=0
shrinkage=0.1


Tree=2200
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 3 5 0 5 5 5 3 3 0 5 4 5 5 3 5 5 3 0 2 3 2 5 5 3 5
split_gain=1.18476e+12 1.714e+13 2.66108e+13 2.56849e+13 1.5963e+13 2.0199e+13 2.24724e+13 5.00591e+13 4.41528e+13 2.21413e+13 1.43346e+13 1.39824e+13 5.08486e+13 1.25918e+13 3.03474e+13 1.04588e+13 2.10015e+13 1.38649e+13 1.01937e+13 1.00094e+13 9.88827e+12 9.49101e+12 1.22369e+13 1.43836e+13 1.43229e+13 9.65299e+12 2.49911e+13 1.26429e+13 9.99498e+12 9.0523e+12
threshold=92.928903050000017 92.896330950000007 56.093493200000005 56.028355650000009 3.5000000000000004 13.500000000000002 86.810000000000016 56.009576300000013 81.910000000000011 82.00500000000001 67.00500000000001 8.5000000000000018 5.5000000000000009 56.009576300000013 68.52500000000002 3.5000000000000004 81.910000000000011 42.005000000000003 15.500000000000002 68.52500000000002 64.020000000000024 24.500000000000004 56.054485600000007 3.5000000000000004 9.5000000000000018 9.5000000000000018 70.50500000000001 87.395000000000024 21.500000000000004 53.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 8 -8 13 -10 -4 12 -3 14 -7 17 -17 -5 -6 -13 -15 22 23 -19 -24 26 -25 -27 -28 -26
right_child=-2 2 10 15 18 6 7 -9 9 -11 -12 19 -14 20 -16 16 -18 21 -20 -21 -22 -23 24 25 29 27 28 -29 -30 -31
leaf_value=-4.1312840692290598 -369.29620676149784 -6661.6242796365113 -738.2560728537452 3238.9480031376997 -19810.684018255743 3298.855109068405 163542.07620967744 -5758.9830554199216 -143943.87043269232 -13438.020665564904 -17700.129096968914 -18853.479879012961 105642.72758556549 25087.614979905353 134345.9646875 28341.614112184761 -11698.16076084682 5625.7272099699803 -93825.872350260426 -69905.536931818177 -16536.426526692707 -2347.7379218060037 30894.338232421876 18386.259057810879 19274.546735288557 19130.511735983455 54839.603295827474 -15372.708395082896 18782.078734611743 62.149129006484912
leaf_weight=4219079 85159 1006 3775 2007 49 43 31 40 26 26 574 302 42 156 30 171 560 675 30 44 90 368 230 1032 310 561 344 131 99 1174
leaf_count=4219079 85159 1006 3775 2007 49 43 31 40 26 26 574 302 42 156 30 171 560 675 30 44 90 368 230 1032 310 561 344 131 99 1174
internal_value=0 7.42945 3509.92 6455.66 -3903.16 -2009.29 16618 68161.2 6753.88 -78690.9 -2976.96 -7915.49 -2160.88 20682.2 57153.8 9044.69 -2331.81 10244.6 -47917.7 -25345.6 9859.31 13100 14347.8 18372.5 7674.31 22343 26914.5 12598.8 46781.6 4075.52
internal_weight=0 4.233e+06 13926 9577 1915 1836 442 71 371 52 4349 1394 1048 319 73 7662 731 6931 79 346 246 4924 4556 2842 1714 2167 1475 692 443 1484
internal_count=4318164 4233005 13926 9577 1915 1836 442 71 371 52 4349 1394 1048 319 73 7662 731 6931 79 346 246 4924 4556 2842 1714 2167 1475 692 443 1484
is_linear=0
shrinkage=0.1


Tree=2201
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 5 5 6 4 5 2 3 3 5 4 5 2 1 5 5 5 1 1 1 1 3 3 4 5 5
split_gain=1.18984e+12 1.39968e+13 2.11503e+14 8.95011e+13 9.42283e+13 9.07564e+13 6.49124e+13 5.84981e+13 5.39818e+13 4.7721e+13 4.4585e+13 4.76382e+13 2.79597e+13 3.02811e+13 2.46284e+13 2.41128e+13 2.91987e+13 2.23052e+13 2.0526e+13 3.25058e+13 1.836e+13 2.56323e+13 2.59312e+13 2.55283e+13 2.31853e+13 3.36689e+13 2.05204e+13 1.92991e+13 2.08198e+13 1.76854e+13
threshold=54.811549550000009 54.864040150000001 83.093115700000013 9.5000000000000018 8.5000000000000018 82.00500000000001 70.00500000000001 1.5000000000000002 2.5000000000000004 93.00500000000001 4.5000000000000009 13.500000000000002 3.5000000000000004 50.805000000000007 2.5000000000000004 95.020000000000024 7.5000000000000009 83.053286850000021 36.995000000000012 41.810000000000009 43.005000000000003 38.422276900000007 56.022377500000012 38.151577750000008 38.633372000000001 2.5000000000000004 5.5000000000000009 1.5000000000000002 50.410000000000004 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 7 8 -6 -4 10 12 -5 -12 -9 -14 -15 17 -17 20 -19 -20 -2 23 24 26 -23 -26 -22 -24 -29 -18
right_child=1 -3 3 5 6 -7 -8 9 -10 -11 11 -13 13 14 -16 16 29 18 19 -21 21 22 27 -25 25 -27 -28 28 -30 -31
leaf_value=81.062126907660868 -2667.8711141322542 -18.321581689350054 -104211.34543547453 165811.0836616848 -12033.792811257103 227434.12447916667 -198625.97515625 -31913.015098852044 -79665.990047554355 187383.76209239132 -60502.803663793107 96928.241620408444 30500.009431508384 112819.54765014649 51099.826582228539 -59798.751163545501 -46005.566796875006 43117.664870876739 -31592.290273412713 16798.377437977892 -32231.406022590611 -10238.797250882963 -25571.71905972463 18459.651200232227 11589.894587387578 -45292.586939702931 6212.5729807468442 -17058.351666696948 -2583.7843115854675 64215.970228040547
leaf_weight=1275761 5879 3026251 27 46 275 42 20 49 23 23 29 57 480 96 198 170 24 153 197 470 257 626 636 582 124 647 302 1431 3252 37
leaf_count=1275761 5879 3026251 27 46 275 42 20 49 23 23 29 57 480 96 198 170 24 153 197 470 257 626 636 582 124 647 302 1431 3252 37
internal_value=0 -33.9915 -2969.92 34693.5 24177.2 97043.4 -24684.1 40688.2 61711.7 45312.7 86345.7 43841 41342.3 45979.9 71253.2 -6446.66 -38501.9 -5937.95 10083.6 2506.08 -6894.39 -10056.9 -12411.1 3800.39 -24535.9 -36144.2 -11462 -9226.66 -7006.83 20850.1
internal_weight=0 3.0424e+06 16152 1365 1168 197 295 873 155 846 132 86 823 774 294 14787 231 14556 820 667 13736 7857 6716 1141 1397 771 559 5319 4683 61
internal_count=4318164 3042403 16152 1365 1168 197 295 873 155 846 132 86 823 774 294 14787 231 14556 820 667 13736 7857 6716 1141 1397 771 559 5319 4683 61
is_linear=0
shrinkage=0.1


Tree=2202
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 5 1 3 1 1 2 2 5 6 1 3 3 5 5 5 2 1 1 3 3 3 5 5 5
split_gain=1.22128e+12 6.59645e+12 3.46061e+13 3.07079e+13 2.2433e+13 3.46901e+13 3.26394e+13 2.99235e+13 4.0486e+13 2.76101e+13 3.70655e+13 4.85874e+13 8.68484e+13 2.59307e+13 2.58443e+13 2.41533e+13 2.63409e+13 2.51055e+13 2.20351e+13 2.00485e+13 3.54077e+13 2.28355e+13 1.97983e+13 2.31199e+13 5.8376e+13 8.10431e+13 1.30006e+14 6.99824e+13 2.03862e+13 4.84282e+13
threshold=44.982728700000003 44.874285750000006 37.362912300000012 40.247294600000011 44.893607100000004 4.5000000000000009 87.395000000000024 37.342273500000012 9.5000000000000018 37.275078000000001 37.314272700000011 3.5000000000000004 6.5000000000000009 118.33500000000002 1.5000000000000002 37.342273500000012 8.5000000000000018 5.5000000000000009 45.985000000000007 104.75000000000001 110.05000000000001 7.5000000000000009 37.214886200000009 37.314272700000011 11.500000000000002 14.500000000000002 12.500000000000002 62.385000000000012 78.710000000000022 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 18 5 13 15 14 -9 -8 11 -11 -13 -3 -7 22 17 -17 -4 21 -21 -16 -6 24 -24 26 -26 -28 29 -25
right_child=-2 2 3 -5 6 7 9 8 -10 10 -12 12 -14 -15 19 16 -18 -19 -20 20 -22 -23 23 28 25 -27 27 -29 -30 -31
leaf_value=-5.7314203798681911 12.627090369186414 14259.397274251935 -4574.4639555461672 6527.983363996671 -7905.2176953097705 -15601.515637391551 -37155.848823073815 29669.693496459557 -10939.572804729756 224952.61505681818 23267.278320954978 -104788.44163360597 151715.4095407197 110574.72887931037 -5189.0643961096002 -1177.0209752343751 2327.69271063722 -28569.980697148643 -19511.736295416598 -86921.835489052231 -10241.568730300378 4275.1638552154109 -7280.9231542644311 5199.7171906068588 50976.493681416992 4825.6670666781347 117664.96771763393 370156.65190217394 -30013.656660156252 92001.635748197121
leaf_weight=197570 4087717 774 1737 998 1006 1902 58 599 416 22 380 22 33 29 8695 625 1962 720 2289 76 290 3607 301 5760 131 176 21 23 160 65
leaf_count=197570 4087717 774 1737 998 1006 1902 58 599 416 22 380 22 33 29 8695 625 1962 720 2289 76 290 3607 301 5760 131 176 21 23 160 65
internal_value=0 -223.982 -1535.53 -9174.62 -157.625 -2531.36 3235.37 -3575.7 13025.9 27838.3 36087.1 99353.5 49113.9 17737.8 -4732.23 2078.25 -5061.71 -15840.9 -13067.1 -3100.29 -26164.2 -2414.11 5167.59 7149.09 25031.1 52740.2 100929 249649 5201.05 6168.32
internal_weight=0 230447 32877 5024 27853 16388 11465 15585 1015 515 457 77 55 803 14570 10950 3307 1345 4026 12668 366 12302 7643 6637 652 351 175 44 5985 5825
internal_count=4318164 230447 32877 5024 27853 16388 11465 15585 1015 515 457 77 55 803 14570 10950 3307 1345 4026 12668 366 12302 7643 6637 652 351 175 44 5985 5825
is_linear=0
shrinkage=0.1


Tree=2203
num_leaves=31
num_cat=0
split_feature=5 5 4 1 0 2 1 0 4 3 1 3 2 3 3 0 0 1 2 4 1 3 2 3 3 2 2 4 1 1
split_gain=1.17827e+12 1.07364e+13 1.85067e+13 2.23505e+13 2.03691e+13 2.99432e+13 3.12392e+13 5.30759e+13 2.26455e+13 2.54159e+13 2.03427e+13 1.91586e+13 1.72844e+13 2.15342e+13 4.07181e+13 3.7579e+13 7.96742e+13 2.89006e+13 2.23231e+13 2.12345e+13 2.11601e+13 8.59935e+13 3.2692e+13 2.59415e+13 2.89608e+13 5.39023e+13 3.1876e+13 2.46611e+13 2.74239e+13 1.89396e+13
threshold=89.00500000000001 90.015000000000015 4.5000000000000009 37.792847950000002 57.147575200000006 1.5000000000000002 30.370618100000005 59.982527000000012 1.5000000000000002 22.500000000000004 82.945329900000004 9.5000000000000018 19.500000000000004 12.500000000000002 10.500000000000002 59.963407450000012 59.846652800000008 30.315880100000005 7.5000000000000009 3.5000000000000004 30.315880100000005 9.5000000000000018 4.5000000000000009 5.5000000000000009 8.5000000000000018 3.5000000000000004 4.5000000000000009 2.5000000000000004 30.278357500000002 30.425002000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 7 -6 9 -2 -10 -8 13 14 20 16 -16 -17 -18 -15 21 22 27 29 25 -25 -27 -7 -29 -22
right_child=1 -3 3 -5 5 12 11 -9 10 -11 -12 -13 -14 19 15 17 18 -19 -20 -21 23 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=12.122735103545942 -54189.419279325186 -17.231694921540587 -127075.43141741071 -19914.987299180571 -156373.04942602041 107282.67893629808 -37578.277865407435 30595.458558238635 1025.6117828006361 59354.136362092395 -11032.749215756705 37032.609224076703 30829.30092951241 -20709.818536636798 -4789.9814407913773 49286.656144831737 100269.20492037261 -102889.2101888021 228948.40793108262 65976.904441675651 9464.341652074354 -185767.74445800783 -70772.566700932031 -38791.430332485463 1153.7101835029071 185778.82366071432 58444.739962121217 44922.76238636364 -60996.431285511368 -35832.79425250677
leaf_weight=4097479 138 202686 21 266 49 26 158 22 13123 23 1566 44 118 1104 54 26 26 24 28 29 145 32 57 43 430 28 66 55 44 254
leaf_count=4097479 138 202686 21 266 49 26 158 22 13123 23 1566 44 118 1104 54 26 26 24 28 29 145 32 57 43 430 28 66 55 44 254
internal_value=0 -225.084 -2565.7 -27756 -2157.52 -9882.21 -41381.4 -98439.1 -668.766 -37968.9 -259.935 -21326.4 -6560.74 -8346.27 244.16 47917.8 81100.9 -23757.8 166992 -18491 -6139.26 -34590.4 -8009.77 163.585 13910.4 53949.8 96374 20610.1 -2152.43 -19371.4
internal_weight=0 220685 17999 287 17712 2862 273 71 14850 161 14689 202 2589 2471 1338 158 108 50 54 1133 1180 214 182 966 567 137 94 125 99 399
internal_count=4318164 220685 17999 287 17712 2862 273 71 14850 161 14689 202 2589 2471 1338 158 108 50 54 1133 1180 214 182 966 567 137 94 125 99 399
is_linear=0
shrinkage=0.1


Tree=2204
num_leaves=31
num_cat=0
split_feature=4 0 3 3 0 3 5 0 5 2 4 5 1 5 2 2 0 1 0 3 2 1 2 3 0 1 0 5 3 3
split_gain=1.28291e+12 5.78147e+12 1.18996e+13 1.08107e+13 1.04624e+13 3.14796e+13 4.07053e+13 2.13806e+13 2.63483e+13 2.43172e+13 2.0459e+13 2.70939e+13 3.00458e+13 2.43036e+13 1.9838e+13 1.97498e+13 1.8344e+13 2.50472e+13 1.69006e+13 4.02843e+13 1.67996e+13 2.25938e+13 2.5134e+13 1.59357e+13 5.95546e+13 2.21343e+13 3.8464e+13 2.2744e+13 1.52099e+13 1.37708e+13
threshold=4.5000000000000009 61.785186750000001 8.5000000000000018 4.5000000000000009 59.950068600000009 17.500000000000004 75.750000000000014 59.916647550000008 81.00500000000001 8.5000000000000018 5.5000000000000009 120.05000000000001 30.315880100000005 107.05000000000001 12.500000000000002 8.5000000000000018 59.939091550000008 30.362552800000003 59.932719750000011 5.5000000000000009 2.5000000000000004 30.305955500000003 3.5000000000000004 6.5000000000000009 59.963407450000012 30.346469350000003 60.693675950000006 137.05000000000004 4.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 6 -6 -2 -9 10 11 12 13 -10 15 23 17 -12 29 -20 28 22 -22 -8 -25 27 -27 -26 -13 -14
right_child=1 2 -4 -5 5 -7 14 8 9 -11 16 20 18 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-3.1497912076612948 295.57372345364428 49539.597785156249 69916.934037162166 -35131.728063322371 121274.66982886905 68616.664328457453 -9196.0655294020798 96093.660857371811 -58079.489228995903 99359.020362903233 40902.063529254723 -36919.03052884616 -2924.595067630597 42994.272275641029 -90288.07896278784 59419.049763997406 87174.891616586538 -44934.942534722228 146488.98185112848 3444.067006138393 -144445.70527973791 -11483.783470102702 -29393.053324298467 -161845.8187137277 -13092.778645833334 -173795.69330357143 -9302.5029296875 105183.74613095238 38235.64864628233 81666.384866898152
leaf_weight=4303792 12518 25 37 38 21 47 427 39 61 31 139 39 67 39 38 33 52 45 45 35 31 209 49 35 72 21 44 21 87 27
leaf_count=4303792 12518 25 37 38 21 47 427 39 61 31 139 39 67 39 38 33 52 45 45 35 31 209 49 35 72 21 44 21 87 27
internal_value=0 943.227 24904.1 -1532 775.339 -10648.9 -15881.3 1417.02 15525.8 12239 9319.35 615.371 25020.1 -18660.7 -20049.6 -15962.2 34730.5 19909.3 50124.1 83906.8 -15497.7 -28782.7 -73976 -19974.5 -43821 -17676.2 -62446.5 13614.8 14973.5 21372.8
internal_weight=0 14372 100 63 14272 759 712 13513 995 956 925 689 274 100 691 653 236 184 174 80 415 289 80 620 193 158 65 93 126 94
internal_count=4318164 14372 100 63 14272 759 712 13513 995 956 925 689 274 100 691 653 236 184 174 80 415 289 80 620 193 158 65 93 126 94
is_linear=0
shrinkage=0.1


Tree=2205
num_leaves=31
num_cat=0
split_feature=2 1 1 5 3 0 6 2 5 3 0 0 1 0 5 0 5 0 3 5 4 0 0 5 5 5 1 0 5 0
split_gain=1.19087e+12 7.89928e+12 2.35224e+13 2.25768e+13 2.10337e+13 2.0315e+13 2.51694e+13 3.2432e+13 5.37489e+13 4.68512e+13 3.93633e+13 8.36331e+13 6.71843e+13 4.87004e+13 4.75673e+13 5.2486e+13 3.40337e+13 3.18254e+13 3.42773e+13 2.9619e+13 2.92095e+13 2.9123e+13 2.8778e+13 2.70552e+13 2.62605e+13 3.33207e+13 2.51069e+13 2.49438e+13 2.39998e+13 2.37583e+13
threshold=19.500000000000004 37.342273500000012 37.475443250000005 118.33500000000002 21.500000000000004 55.601678500000013 1.5000000000000002 24.500000000000004 73.995000000000019 24.500000000000004 55.86787755000001 55.826364100000013 37.436176200000013 55.851332700000007 104.75000000000001 55.812836050000008 51.815000000000005 55.820531900000013 23.500000000000004 82.00500000000001 2.5000000000000004 55.806974650000008 55.87722990000001 72.010000000000005 79.730000000000018 95.020000000000024 37.417247200000006 55.56564190000001 78.710000000000022 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 27 17 9 -9 -8 11 14 22 -13 15 16 -11 21 -19 20 -20 24 -12 -15 28 -26 -23 -6 -7 -18
right_child=1 2 -4 -5 5 6 7 8 -10 10 12 13 -14 23 -16 -17 29 18 19 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.0654054417646073 -1623.1533288407427 -23550.909380146608 -387.86155768004448 -37977.23132721657 16876.247325887562 5554.7793924822436 2024.9395925772596 10533.152930321632 -78083.555106977976 85686.196037136295 -36233.76032087054 170528.03765822784 129237.71829861111 24551.449609375002 177336.16766648064 -29254.148098431215 3439.217916317114 -76441.799960937511 -8104.5371854687728 -70767.102576958961 47266.845187919833 -12994.281392045456 19815.655926813091 159430.28867187502 54924.235807956 -58243.551041666666 117842.80287642046 -57209.073302424076 -74453.128032483553 119515.25275390626
leaf_weight=4218655 25048 236 67484 172 79 2806 677 308 88 127 140 79 45 58 21 132 149 75 869 67 107 22 265 20 196 30 44 107 38 20
leaf_count=4218655 25048 236 67484 172 79 2806 677 308 88 127 140 79 45 58 21 132 149 75 869 67 107 22 265 20 196 30 44 107 38 20
internal_value=0 -341.93 177.196 -1871.09 5780.77 6834.55 7783.85 16660.2 -9159.45 22560.1 35725.2 52362.6 13320.3 115187 30395.1 23185.4 46570.6 3341.5 -11144.7 -6449.36 -2034.11 8505.91 440.549 59135.8 7092.94 39902 74230.4 -25742.7 4485.76 17176
internal_weight=0 99509 74289 25220 6805 6569 6383 2129 396 1733 1056 606 450 157 449 428 296 4254 1118 1043 976 3136 405 78 3070 226 66 186 2844 169
internal_count=4318164 99509 74289 25220 6805 6569 6383 2129 396 1733 1056 606 450 157 449 428 296 4254 1118 1043 976 3136 405 78 3070 226 66 186 2844 169
is_linear=0
shrinkage=0.1


Tree=2206
num_leaves=31
num_cat=0
split_feature=3 3 5 0 0 3 1 1 1 1 0 0 3 0 2 2 1 5 0 1 1 5 3 1 1 0 1 1 5 5
split_gain=1.23594e+12 5.44455e+12 1.70702e+13 1.63896e+13 7.36875e+13 7.49642e+13 1.31689e+14 6.17044e+13 4.56253e+13 4.47596e+13 4.23081e+13 7.05297e+13 5.29262e+13 3.95259e+13 3.92293e+13 3.2281e+13 3.20342e+13 3.99468e+13 3.20128e+13 1.05206e+14 4.33654e+13 3.11616e+13 3.80701e+13 2.97413e+13 2.93969e+13 2.78593e+13 2.49455e+13 4.10746e+13 3.61033e+13 3.54545e+13
threshold=28.500000000000004 25.500000000000004 161.85000000000002 55.657530000000008 55.719391050000006 27.500000000000004 37.457850350000008 37.642309100000013 37.457850350000008 37.889331900000009 55.751981950000008 55.769960200000007 27.500000000000004 55.518428350000008 9.5000000000000018 13.500000000000002 60.695889550000011 63.455000000000005 55.708120100000009 37.642309100000013 37.542000650000013 47.005000000000003 26.500000000000004 37.417247200000006 65.480823400000006 55.777112100000004 37.692869000000009 37.832345550000007 56.505000000000003 35.985000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 -5 8 -7 18 15 12 26 -3 -14 -6 25 -18 20 -20 -8 22 -22 -17 -19 -13 -12 28 29 -28
right_child=-2 2 -4 4 10 7 9 -9 -10 -11 11 16 14 -15 -16 23 17 24 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.0656361738253644 -592.8999817186417 -526.64645479748401 -53513.331757127191 -40451.9092967498 -37857.123510366589 95031.513455578519 -84569.076562500006 248775.63323863639 -50978.410336538465 -49957.501539522062 724.2190103972905 -84683.926937705604 15706.921403155942 -31448.460954864935 95402.22875423792 -32194.798103994697 9291.8649340594257 154715.85076219513 287896.79312500003 -8454.3927989130443 100652.33410395408 110204.190625 -15698.891802793562 14757.759116793322 31772.524773015204 1014.9561945372557 5163.3940118963073 -3166.5595939636232 23057.857880184514 109116.54628641292
leaf_weight=4243674 34875 13956 57 234 455 121 20 22 26 34 630 38 101 426 159 212 162 41 25 23 49 100 66 371 37 21575 44 256 246 129
leaf_count=4243674 34875 13956 57 234 455 121 20 22 26 34 630 38 101 426 159 212 162 41 25 23 49 100 66 371 37 21575 44 256 246 129
internal_value=0 4.82746 1171.73 1250.52 2788.97 34319.4 16449.3 92582.5 69206.6 58452 1860.7 2736.37 23243.7 -1442.56 64443.7 -17895.1 1267.74 37600.9 71476.5 145895 56276.1 69377.9 33876.8 -2315.9 96396.6 864.28 15035.3 28392.3 47674.1 82677.6
internal_weight=0 4.28329e+06 39615 39558 25176 720 551 169 147 317 24456 23418 1565 14382 260 1038 21853 240 283 48 235 215 115 583 78 21613 1305 675 419 173
internal_count=4318164 4283289 39615 39558 25176 720 551 169 147 317 24456 23418 1565 14382 260 1038 21853 240 283 48 235 215 115 583 78 21613 1305 675 419 173
is_linear=0
shrinkage=0.1


Tree=2207
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 0 3 6 1 0 0 3 1 3 3 1 1 1 2 2 2 1 1 2 1 0 4 3 4 2
split_gain=1.20417e+12 2.13388e+13 9.10348e+13 7.54902e+13 5.61127e+13 6.88516e+13 4.48209e+13 7.14705e+13 4.54385e+13 4.41104e+13 1.19214e+14 3.2261e+13 4.83184e+13 4.37829e+13 3.47211e+13 7.10077e+13 4.67125e+13 1.21681e+14 6.64779e+13 6.39902e+13 4.42233e+13 4.59629e+13 4.14085e+13 3.09548e+13 2.98226e+13 4.42778e+13 4.19504e+13 6.35215e+13 2.85248e+13 2.78229e+13
threshold=123.15000000000002 120.05000000000001 6.5000000000000009 20.507360500000004 25.500000000000004 56.819808050000006 7.5000000000000009 1.5000000000000002 30.388336800000001 57.147575200000006 57.157092150000004 18.500000000000004 37.777459000000007 20.500000000000004 12.500000000000002 82.926290250000008 38.969379750000009 39.047276750000002 14.500000000000002 11.500000000000002 3.5000000000000004 37.869926150000005 65.58467570000002 24.500000000000004 60.837513500000007 56.838612000000005 3.5000000000000004 15.500000000000002 3.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 23 7 -4 -9 11 -11 14 -13 -14 -8 16 20 19 22 -18 -16 -22 24 -6 25 26 -19 -28 -12 -30
right_child=-2 2 4 -5 5 -7 9 8 -10 10 28 12 13 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=1.8883372014367426 521.88888574202781 189313.55575000003 88714.94153645834 13609.48338958549 224575.89086277175 -69575.029619565219 -24711.777830663163 -189415.61761818911 -60403.471892170332 208625.30055226292 -17169.382877506119 74457.392382812497 -115792.58819025214 -36629.07515315053 72771.349314024395 -86232.588378236353 79276.338346354169 -12580.860628980892 -108109.33859375001 321469.77167968755 4153.1208611505681 -89038.196722771143 108520.86886935766 63826.113187499999 -42774.309438069664 129640.2799033717 213520.32323369567 -21503.200157099185 58345.382384375007 -27004.138544034093
leaf_weight=4269928 43763 25 24 1117 23 23 1320 39 91 29 332 32 88 339 41 82 24 157 40 20 110 102 54 25 72 38 23 23 125 55
leaf_count=4269928 43763 25 24 1117 23 23 1320 39 91 29 332 32 88 339 41 82 24 157 40 20 110 102 54 25 72 38 23 23 125 55
internal_value=0 -5.3433 -6908.67 17455.9 -15261.8 72685.5 -17177.2 -69836.1 -99107.1 -14566.3 11382.3 -20039.3 -44061.8 -52943.8 -14803.6 1835.95 12093.9 31387.1 14308.4 189364 -22298.1 -40684.2 27651 140852 13699 30570.7 12025.6 96008.6 210.371 32266.4
internal_weight=0 4.2744e+06 4473 1142 3331 71 3260 154 130 3106 541 2565 459 427 2106 786 704 451 407 44 253 212 367 48 313 241 203 46 512 180
internal_count=4318164 4274401 4473 1142 3331 71 3260 154 130 3106 541 2565 459 427 2106 786 704 451 407 44 253 212 367 48 313 241 203 46 512 180
is_linear=0
shrinkage=0.1


Tree=2208
num_leaves=31
num_cat=0
split_feature=5 5 3 3 6 4 0 0 3 5 0 0 1 2 3 1 0 2 2 5 0 1 5 2 1 3 1 1 3 5
split_gain=1.20329e+12 9.96585e+12 7.73712e+13 9.10879e+13 4.19943e+13 7.75481e+13 1.1712e+14 8.54601e+13 6.89068e+13 6.82624e+13 6.1268e+13 5.68267e+13 6.98066e+13 5.05189e+13 3.57758e+13 3.46165e+13 3.444e+13 3.80589e+13 3.75506e+13 3.41886e+13 4.71287e+13 6.74355e+13 9.80423e+13 1.89372e+14 3.53908e+13 3.14152e+13 5.71065e+13 1.03355e+14 7.25862e+13 6.15569e+13
threshold=54.035000000000004 59.245000000000012 5.5000000000000009 9.5000000000000018 1.5000000000000002 1.5000000000000002 59.950068600000009 60.017447350000005 12.500000000000002 55.005000000000003 45.040161900000008 43.642715500000008 42.09605220000001 4.5000000000000009 10.500000000000002 39.739656000000004 45.029420750000007 15.500000000000002 11.500000000000002 58.040000000000006 43.592450450000008 43.048525950000005 56.005000000000003 7.5000000000000009 37.314272700000011 17.500000000000004 30.315880100000005 30.160599000000001 10.500000000000002 54.410000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 25 6 10 8 9 -8 16 12 14 -12 15 -7 19 18 -18 20 21 22 23 -6 -22 26 27 28 -5 -28
right_child=1 -3 3 4 5 11 7 -9 -10 -11 13 -13 -14 -15 -16 -17 17 -19 -20 -21 24 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-42.664396326757526 2990.6824209456563 -66.516129096018688 -3940.77771417852 73683.220938648898 -9907.5355129076088 88765.016180098697 -231048.59026442311 29840.820967371328 -57131.016324741642 -35064.580613425926 1776.8500590467816 474.14095952427408 11932.16390862986 -11690.018534153953 -51683.838225985834 -49075.658214285715 34821.008488581734 -63107.37391276042 121897.55865384615 -40823.012139450293 78208.016170400937 11048.337142006869 -13589.679805871214 371483.76468750002 -6716.1683640771043 -363.49386693989618 21434.49384973319 -20891.16917036035 1697.1327932746085 2859.2348711452955
leaf_weight=2611969 95058 1314948 55487 204 23 38 52 85 254 27 3837 84677 357 10166 569 35 208 30 65 138 53 153 33 30 662 48791 1822 2294 447 85652
leaf_count=2611969 95058 1314948 55487 204 23 38 52 85 254 27 3837 84677 357 10166 569 35 208 30 65 138 53 153 33 30 662 48791 1822 2294 447 85652
internal_value=0 65.3138 508.383 -288.279 553.701 -993.244 -7426.8 -59655.7 -82500.1 -164067 -6008.97 194.406 -23516.4 -7999.93 -43228.5 22677 13976.2 43804.9 55553.5 5699.56 12429.2 50872.7 121723 205974 -421.089 1681.51 2785.02 -10911.5 24255 3246.14
internal_weight=0 1.7062e+06 391247 296189 240702 101492 15816 418 333 79 15398 85676 999 14003 642 73 1395 303 273 1092 954 239 86 53 715 139210 90419 2945 651 87474
internal_count=4318164 1706195 391247 296189 240702 101492 15816 418 333 79 15398 85676 999 14003 642 73 1395 303 273 1092 954 239 86 53 715 139210 90419 2945 651 87474
is_linear=0
shrinkage=0.1


Tree=2209
num_leaves=31
num_cat=0
split_feature=3 1 0 5 5 1 3 0 5 1 0 5 0 4 5 1 0 3 0 4 5 0 0 5 1 0 0 5 5 0
split_gain=1.36638e+12 1.21777e+13 4.63808e+13 2.77072e+13 2.57506e+13 3.008e+13 4.12408e+13 3.38495e+13 3.24834e+13 3.20043e+13 6.80811e+13 3.56283e+13 2.85813e+13 2.49476e+13 2.34312e+13 2.3134e+13 6.78648e+13 7.7378e+13 4.91697e+13 4.41086e+13 4.09432e+13 3.58349e+13 4.09993e+13 2.89008e+13 8.78258e+13 2.61052e+13 2.54647e+13 2.53087e+13 2.97004e+13 2.30411e+13
threshold=4.5000000000000009 39.143775600000005 44.732363600000006 225.45000000000002 95.020000000000024 37.436176200000013 2.5000000000000004 44.998833400000002 96.015000000000015 37.342273500000012 55.806974650000008 118.33500000000002 56.663136550000011 3.5000000000000004 102.01000000000001 36.761894450000007 52.485928400000006 2.5000000000000004 55.885524800000006 4.5000000000000009 118.33500000000002 55.806974650000008 55.674875350000008 97.050000000000011 30.362552800000003 54.708501450000007 55.842510000000011 118.33500000000002 110.05000000000001 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 9 8 -8 -7 15 13 14 -9 -11 -12 16 17 -6 19 21 -20 22 -17 24 -18 -25 -23 28 -24 -22
right_child=-2 -3 4 -5 5 6 7 12 -10 10 11 -13 -14 -15 -16 18 23 -19 20 -21 29 26 27 25 -26 -27 -28 -29 -30 -31
leaf_value=8365.1208708951453 17.2789176254098 -602.84102956009008 493.48702683279492 120775.29105113636 -12493.560773689518 -83183.744045350613 -99680.128796600882 -24106.865848515794 8147.4632791420854 -87962.814654356058 128395.82103794644 211354.196858724 42179.852894502532 25473.838750831117 -3438.5931640625004 15524.533208841465 9363.1873197889818 205953.00845588237 -145605.48422759434 -91725.934212853783 48101.961937500004 149350.73661747685 -44739.351831896551 -54656.787287597661 -103149.57144278067 3286.1743337790977 14397.798127693966 7120.5453683035712 -198822.68977272729 -95901.456386718753
leaf_weight=6619 3945856 241983 117378 22 31 41 57 1498 776 33 28 24 68 47 26 205 194 34 53 53 25 27 29 80 108 2770 29 28 22 20
leaf_count=6619 3945856 241983 117378 22 31 41 57 1498 776 33 28 24 68 47 26 205 194 34 53 53 25 27 29 80 108 2770 29 28 22 20
internal_value=0 -183.128 596.18 8737.51 159.045 -6066.15 -14759.7 -23983.7 3564.13 -579.263 43498 109977 -21228.5 -21318.8 64920 -2457.42 628.401 101771 -22675.5 -6873.04 -86046.6 6354.03 -8062.1 -1457.34 -30873.2 1659.71 79464.4 -69267.9 -111207 -15899.6
internal_weight=0 372308 130325 6641 123684 6306 2440 1623 817 3866 158 78 1566 80 54 3708 3217 65 491 393 98 340 284 3152 302 2850 56 79 51 45
internal_count=4318164 372308 130325 6641 123684 6306 2440 1623 817 3866 158 78 1566 80 54 3708 3217 65 491 393 98 340 284 3152 302 2850 56 79 51 45
is_linear=0
shrinkage=0.1


Tree=2210
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 1 1 1 3 4 3 5 1 1 5 0 3 0 5 1 2 3 5 1 3 1 3 1 0 5
split_gain=1.21302e+12 1.24238e+13 1.58451e+13 2.08406e+13 1.27312e+13 2.6567e+13 3.9486e+13 2.32315e+13 2.07886e+13 1.63276e+13 1.51616e+13 1.51108e+13 1.36346e+13 1.31155e+13 1.35427e+13 1.18964e+13 1.15673e+13 1.81015e+13 1.49667e+13 1.13838e+13 1.95692e+13 1.8683e+13 1.48181e+13 1.35553e+13 3.57822e+13 7.58508e+13 5.82877e+13 1.53738e+13 1.1802e+13 2.49566e+13
threshold=27.010000000000002 54.978840000000005 54.99493995000001 82.902675200000019 45.087005000000012 39.863684800000009 39.899261850000009 39.826386800000009 10.500000000000002 1.5000000000000002 4.5000000000000009 16.850000000000005 40.247294600000011 39.969502550000009 26.005000000000006 43.592450450000008 9.5000000000000018 54.934662400000008 18.050000000000004 39.704585000000002 7.5000000000000009 2.5000000000000004 24.010000000000002 39.614024000000008 7.5000000000000009 39.666208800000007 11.500000000000002 39.694727950000008 43.592450450000008 21.015000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 11 19 9 16 12 -7 13 -8 -15 -9 -6 -18 -19 23 21 22 -21 -1 27 26 -26 -25 29 -23
right_child=-2 2 -4 -5 8 6 10 15 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-1354.5054773949405 -10.716192359845596 -2754.9656900675386 -132.14807946699938 -20079.897434833023 4093.6059681234069 -31076.419531250001 -559.89379313352981 -77934.515599385239 -785.81265459334168 -5395.1595303388222 9719.4079335065071 50390.783138308063 6036.8211317740161 -34741.695538509011 21380.228289062503 -5444.5639526367195 3289.1865477851643 -41063.628668707774 23712.285854534952 67366.933892045447 27804.102006242083 11786.882011578238 -21999.753125000003 -21621.807337415543 278843.37276785716 -553.94160585508246 70254.090234375006 22953.252236548404 -18269.869079071574 -14983.164756067628
leaf_weight=13783 4148570 3277 105474 881 22022 25 403 61 12902 1684 2054 255 757 307 50 36 1195 37 992 55 148 556 28 185 21 91 37 133 1213 932
leaf_count=13783 4148570 3277 105474 881 22022 25 403 61 12902 1684 2054 255 757 307 50 36 1195 37 992 55 148 556 28 185 21 91 37 133 1213 932
internal_value=0 262.137 -370.846 -6425.78 1419.46 -555.879 6955.06 -2229.86 2494.31 4126.41 4119.63 43116.9 -3462.39 -12924.1 -26881.5 -51031 4787.73 11660.9 21383.1 -1954.35 -7628.91 -9512.56 37219.1 -786.786 15968.8 56407.4 145778 -2978.78 -10948.6 -4980.38
internal_weight=0 169594 109632 4158 59962 21130 3851 17279 38832 25930 3571 280 1517 760 357 97 24246 2224 1029 17182 2932 2784 83 14250 467 149 58 318 2701 1488
internal_count=4318164 169594 109632 4158 59962 21130 3851 17279 38832 25930 3571 280 1517 760 357 97 24246 2224 1029 17182 2932 2784 83 14250 467 149 58 318 2701 1488
is_linear=0
shrinkage=0.1


Tree=2211
num_leaves=31
num_cat=0
split_feature=5 6 4 5 3 5 4 1 1 1 2 1 1 5 0 0 2 1 0 5 1 3 0 5 5 5 2 0 5 5
split_gain=1.2068e+12 1.82113e+13 2.99728e+13 6.18821e+13 5.38905e+13 4.99202e+13 5.22682e+13 4.59137e+13 4.10447e+13 5.42872e+13 9.40151e+13 4.08953e+13 9.52214e+13 4.20041e+13 4.07426e+13 4.0034e+13 5.28989e+13 3.81818e+13 5.40654e+13 7.12137e+13 5.37319e+13 4.51508e+13 3.70577e+13 3.57958e+13 3.57651e+13 3.53409e+13 4.32064e+13 3.34019e+13 3.37134e+13 5.06468e+13
threshold=81.910000000000011 1.5000000000000002 3.5000000000000004 109.05000000000001 8.5000000000000018 110.05000000000001 2.5000000000000004 30.502469200000004 30.259484550000003 30.207352000000004 4.5000000000000009 37.362912300000012 37.66934650000001 87.395000000000024 43.514103700000014 59.932719750000011 3.5000000000000004 30.362552800000003 60.017447350000005 104.75000000000001 30.323743050000001 12.500000000000002 59.939091550000008 104.75000000000001 102.01000000000001 88.015000000000015 2.5000000000000004 54.725565150000001 86.810000000000016 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 8 6 -3 17 9 27 -11 13 -13 15 23 -10 -17 20 19 24 -6 -22 -16 -8 -19 26 -15 -4 -29 -30
right_child=1 2 3 -5 7 -7 14 -9 11 10 -12 12 -14 25 22 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-16.475132211220643 -785.67140793635167 -2191.7627242454319 -48514.990182291665 2053.13889418901 -21743.372781695201 -2305.8219496244433 -14897.649462069729 -6209.9132568530376 -14939.694374592895 6795.6403749999999 297679.8096875 44902.651805966474 472.30145111126262 139188.44257812502 2669.5073150202716 -19075.585026387966 -123562.07975146484 -16286.590002893521 -107031.33287653688 -117045.20395220589 -25906.140401785713 139662.46513183595 9942.2300364682396 19611.038275546431 99599.009148185491 -7671.5816944135404 -11662.333443509617 -51494.153291015624 133011.16443865743 23262.965743729441
leaf_weight=3935898 131110 24436 60 30871 680 31660 2093 19274 308 25 20 507 9927 37 120432 94 100 189 122 68 28 40 7439 351 31 2041 39 40 54 190
leaf_count=3935898 131110 24436 60 30871 680 31660 2093 19274 308 25 20 507 9927 37 120432 94 100 189 122 68 28 40 7439 351 31 2041 39 40 54 190
internal_value=0 169.632 668.325 -1185.31 -4136.67 1312.14 2052.32 -7371.85 780.857 32790.2 136077 -173.072 2631.22 -11345.3 2848.15 -37352.1 -72934.6 -26711.5 -51237.8 -27603 -13267.9 71487.2 3092.6 -9941.61 42.7444 -5178.35 61778.2 19278.8 33601.4 47551.5
internal_weight=0 382266 251156 64745 33874 186411 154751 20432 13442 389 45 13053 10434 2619 130315 502 194 1158 410 288 748 68 127871 2444 220 2117 76 344 284 244
internal_count=4318164 382266 251156 64745 33874 186411 154751 20432 13442 389 45 13053 10434 2619 130315 502 194 1158 410 288 748 68 127871 2444 220 2117 76 344 284 244
is_linear=0
shrinkage=0.1


Tree=2212
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 5 5 2 3 0 0 4 4 3 3 1 1 0 0 2 5 0 4 3 1 0 0 0 0 0
split_gain=1.30456e+12 8.59671e+12 1.42926e+13 1.20609e+13 1.84415e+13 6.17648e+13 5.19097e+13 1.96963e+13 3.11391e+13 2.37582e+13 5.5378e+13 1.64444e+13 1.17021e+13 9.39701e+12 1.62118e+13 9.21902e+12 4.19952e+13 6.99653e+13 7.42571e+13 5.51387e+13 3.39169e+13 3.00785e+13 2.79465e+13 2.78656e+13 2.22685e+13 2.6282e+13 7.97598e+13 1.01949e+14 6.44408e+13 4.62778e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 38.096381250000007 30.259484550000003 177.02500000000003 177.02500000000003 2.5000000000000004 4.5000000000000009 55.751981950000008 55.695992150000002 1.5000000000000002 1.5000000000000002 6.5000000000000009 11.500000000000002 82.837870700000011 65.58467570000002 57.117834900000013 57.147575200000006 2.5000000000000004 150.04500000000004 60.693675950000006 4.5000000000000009 9.5000000000000018 82.945329900000004 55.046835900000012 55.02863030000001 55.030402950000003 55.055104550000003 55.043101600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 11 -8 -9 10 -10 -6 -7 -11 -15 16 -3 19 -19 20 -18 -20 -21 -23 25 26 -17 -28 -27 -29
right_child=1 15 -4 -5 6 12 7 8 9 13 -12 -13 -14 14 -16 24 17 18 21 22 -22 23 -24 -25 -26 28 27 29 -30 -31
leaf_value=3.8157220969467982 163678.37987500001 -1752.6676654243086 71541.240429687503 8263.7024473194961 -63800.618536931826 -73810.863946759258 -42318.841452752975 122890.89705255681 -5080.8209484409645 -74259.295550896131 175627.01065340909 -189087.92195312501 27110.50411132813 46667.638104838712 -40390.797847316579 3485.5185158058448 -81852.989560883623 148848.56484375001 -97312.958723958349 -70930.988648554106 53120.972971754818 108261.01136363635 -159856.49114583334 -52784.089583333342 -2867.8465174514663 -68810.185632424284 269155.85000000003 33191.421312101222 16212.639895085915 161787.87021484377
leaf_weight=4297453 25 14397 32 1636 22 27 105 22 74 34 22 20 20 31 69 648 29 36 33 134 52 22 48 21 2421 122 23 223 331 32
leaf_count=4297453 25 14397 32 1636 22 27 105 22 74 34 22 20 20 31 69 648 29 36 33 134 52 22 48 21 2421 122 23 223 331 32
internal_value=0 -791.748 5211.54 4204.16 -9896.49 36684.4 -18302.1 -5930.39 9231.46 -1640.31 36331.4 -123461 -30865.6 -28843.9 -13402.7 -1483.17 -2613.19 -35650.2 30540.2 -63837.7 4796.96 -25500.7 -94383.9 29611.1 2909.63 13052.7 22708.5 67516.1 -6685.34 49329
internal_weight=0 20711 2139 2107 471 72 399 357 252 230 96 42 47 134 100 18572 14772 375 112 263 81 76 182 43 3800 1379 926 278 453 255
internal_count=4318164 20711 2139 2107 471 72 399 357 252 230 96 42 47 134 100 18572 14772 375 112 263 81 76 182 43 3800 1379 926 278 453 255
is_linear=0
shrinkage=0.1


Tree=2213
num_leaves=31
num_cat=0
split_feature=4 1 0 1 2 1 1 0 3 5 1 2 1 3 5 0 5 2 1 5 5 5 0 5 2 5 5 5 5 2
split_gain=1.37948e+12 6.25202e+12 1.8988e+13 1.9248e+13 3.15917e+13 1.78632e+13 1.61669e+13 2.03617e+13 2.41022e+13 4.10643e+13 1.67068e+13 1.57703e+13 4.69088e+13 2.25851e+13 4.1083e+13 2.07237e+13 5.07965e+13 4.75861e+13 3.33194e+13 3.16906e+13 2.69367e+13 1.88704e+13 1.70387e+13 2.27459e+13 1.56358e+13 1.50551e+13 2.02902e+13 1.4062e+13 4.28057e+13 3.31208e+13
threshold=4.5000000000000009 38.950530550000003 44.580511600000001 38.92948375000001 10.500000000000002 39.080602550000002 39.047276750000002 45.005863250000004 17.500000000000004 161.85000000000002 38.969379750000009 11.500000000000002 39.003296000000006 10.500000000000002 177.02500000000003 45.022371150000005 177.02500000000003 4.5000000000000009 39.011252750000004 110.05000000000001 150.04500000000004 137.05000000000004 45.053747000000008 177.02500000000003 23.500000000000004 123.15000000000002 99.555000000000021 110.05000000000001 101.05000000000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 24 -5 6 7 -3 11 -10 -11 13 22 15 21 19 17 25 -18 -9 -19 -15 -13 -24 27 26 -17 28 -4 -30
right_child=1 5 3 4 -6 -7 -8 8 9 10 -12 12 -14 14 -16 16 18 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.2661864078343883 -61030.128370949082 112535.24247070315 3322.0690812415351 -125961.24541015626 15683.610584677419 1134.1772847201064 70687.816165865384 19719.688554687502 64784.093279246801 -113940.79984611744 -30243.1174724845 -49781.066571514428 171415.92070312501 -36648.038691406247 37065.468311403514 -22881.75732421875 -14176.189765625 160660.45390625001 -172257.09431152345 182227.56210937502 41592.277878289475 -147398.91825000002 115503.24453125001 -16772.540294471153 -77918.755528846159 -18109.402533261138 105451.1524483817 3653.8057875933973 -23780.234539480651 -105070.29666790141
leaf_weight=4303792 54 20 946 32 31 9025 52 30 39 33 86 26 26 40 57 22 40 38 20 20 38 25 26 26 26 101 28 3038 369 58
leaf_count=4303792 54 20 946 32 31 9025 52 30 39 33 86 26 26 40 57 22 40 38 20 20 38 25 26 26 26 101 28 3038 369 58
internal_value=0 978.082 -2084.35 -1377 -56263 2398.57 16788.4 13006 10245.1 -24268.2 -53453.4 19930.9 55091.4 11964.2 -24903 25310.8 14960.3 36589.4 -66869.8 84722.8 101126 -79244.5 16316.5 49365.4 -597.686 4107.18 48984.7 -141.928 -8540.65 -34822
internal_weight=0 14372 4554 4500 63 9818 793 741 721 158 119 563 104 459 122 337 287 227 60 50 76 65 78 52 4437 151 50 4411 1373 427
internal_count=4318164 14372 4554 4500 63 9818 793 741 721 158 119 563 104 459 122 337 287 227 60 50 76 65 78 52 4437 151 50 4411 1373 427
is_linear=0
shrinkage=0.1


Tree=2214
num_leaves=31
num_cat=0
split_feature=3 2 0 1 1 5 3 5 4 5 5 5 1 4 3 5 5 5 5 4 2 5 5 5 5 0 5 1 5 1
split_gain=1.1958e+12 1.16761e+13 1.87967e+13 4.28967e+13 1.07174e+14 6.46367e+13 5.95402e+13 1.50314e+14 7.56702e+13 3.86973e+13 4.49474e+13 3.58778e+13 5.02802e+13 3.47291e+13 3.23355e+13 6.56661e+13 5.85698e+13 6.53004e+13 5.32412e+13 6.2372e+13 4.03911e+13 3.60916e+13 3.33368e+13 3.94047e+13 3.13088e+13 3.00735e+13 4.64612e+13 3.27088e+13 2.95145e+13 7.61317e+13
threshold=4.5000000000000009 1.5000000000000002 43.592450450000008 39.726951800000002 39.739656000000004 21.015000000000004 3.5000000000000004 40.905000000000008 2.5000000000000004 37.995000000000012 71.715000000000018 101.05000000000001 39.899261850000009 1.0000000180025095e-35 3.5000000000000004 90.015000000000015 52.990000000000002 107.05000000000001 84.030000000000015 2.5000000000000004 2.5000000000000004 62.995000000000012 35.505000000000003 34.305000000000007 55.005000000000003 43.514103700000014 95.020000000000024 39.899261850000009 81.910000000000011 39.787929450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 13 9 -8 -9 -5 -11 25 -13 -3 16 22 -7 18 19 21 -21 24 23 -16 -18 27 28 -6 -27 -30
right_child=-2 2 -4 4 11 14 7 8 -10 10 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=577.79643684226539 16.164406215488199 -6881.668174913194 -409.26507376614177 60004.36065582731 31208.641249261902 -39796.10331202652 -7267.9232443820219 234774.35061996925 60467.900429687499 -93138.000625000001 70875.139615885419 88895.935981390459 6465.3944094299459 127719.60219131099 -22946.594216729529 -210386.66163736978 36481.5703125 -97087.043437500004 184577.87761418271 -137080.86831896551 38297.624348958336 -7710.1354166666679 -61134.821124035261 126786.14042968751 178892.87989309212 -20514.869238776388 -155144.406625 -5163.2238493026462 203089.11696428573 -45165.690224609374
leaf_weight=133474 3945856 36 229320 67 258 330 89 66 40 55 24 89 439 41 145 24 26 35 26 29 24 33 289 20 38 1282 25 5933 21 30
leaf_count=133474 3945856 36 229320 67 258 330 89 66 40 55 24 89 439 41 145 24 26 35 26 29 24 33 289 20 38 1282 25 5933 21 30
internal_value=0 -171.316 -589.963 -4945.4 -2522.53 -23554.7 52392 88548.6 168998 4100.72 -43311.2 -4840.94 20359.9 64789.1 -30230.3 -49181.5 -13486 27662.5 52470.7 29572.1 -57664.2 77237.3 -40659.7 -4797.17 121038 -6603.57 -20080.1 -3647.48 -17547 57056.9
internal_weight=0 372308 238834 9514 8418 1096 341 195 106 146 79 8077 528 77 1019 478 541 211 176 150 53 97 454 165 64 7549 1358 6191 1333 51
internal_count=4318164 372308 238834 9514 8418 1096 341 195 106 146 79 8077 528 77 1019 478 541 211 176 150 53 97 454 165 64 7549 1358 6191 1333 51
is_linear=0
shrinkage=0.1


Tree=2215
num_leaves=31
num_cat=0
split_feature=0 5 5 3 3 1 1 2 4 5 3 3 3 1 5 5 5 5 2 4 5 5 2 2 5 5 2 1 3 1
split_gain=1.24937e+12 6.61549e+12 7.54585e+12 1.44149e+13 2.72925e+13 2.2604e+13 2.16843e+13 3.76564e+13 2.11083e+13 5.14472e+13 2.54464e+13 3.24909e+13 1.99471e+13 3.30908e+13 1.85441e+13 3.84888e+13 3.38551e+13 2.75928e+13 3.56742e+13 2.55655e+13 3.47063e+13 3.82008e+13 1.8373e+13 1.7877e+13 1.69631e+13 1.47878e+13 1.7196e+13 1.31829e+13 1.47361e+13 1.31018e+13
threshold=43.465905150000005 18.050000000000004 44.905000000000008 12.500000000000002 10.500000000000002 42.09605220000001 39.969502550000009 7.5000000000000009 1.5000000000000002 34.305000000000007 9.5000000000000018 8.5000000000000018 3.5000000000000004 40.810045900000013 42.005000000000003 37.75500000000001 38.210000000000008 38.455000000000005 5.5000000000000009 1.0000000180025095e-35 31.010000000000002 30.990000000000006 2.5000000000000004 9.5000000000000018 43.405000000000008 32.910000000000004 8.5000000000000018 40.810045900000013 20.500000000000004 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 14 7 8 9 -3 11 -11 13 -8 15 19 -17 -18 -19 -6 21 -21 -22 -24 -16 -9 -27 28 -5 -14
right_child=-2 2 -4 27 5 -7 12 25 -10 10 -12 -13 29 -15 24 16 17 18 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-12940.253304036458 -5.6927836349183121 14027.42576122945 -87.258989900871228 -31930.98087388336 -60313.868964213718 -2508.221796780188 -31704.400520747902 25461.896980168269 25474.080989473783 -12547.897797497923 48091.398898111976 -73527.503404017858 12292.898820320715 3164.7060306516246 -42893.113464095746 201380.1098307292 -16727.429528356482 199441.27102864583 42044.390207248267 26861.094867412863 99959.906093750003 203783.78179347829 -22771.74275873656 79380.600037202385 60437.12220052084 142970.30870225697 38480.691992187501 8890.3926168507551 37475.667061121327 -574.88689399173472
leaf_weight=363 4270332 1674 36325 305 31 206 512 52 520 806 60 98 951 581 47 24 27 24 36 26 20 23 93 21 24 36 28 174 34 4711
leaf_count=363 4270332 1674 36325 305 31 206 512 52 520 806 60 98 951 581 47 24 27 24 36 26 20 23 93 21 24 36 28 174 34 4711
internal_value=0 508.239 611.081 2887.39 3677.44 24358.1 2436.07 9115.16 7059.73 3429.91 -14972.8 -19158.5 -801.141 -13169.2 38334.1 48448.5 96231.3 67224.7 105003 23664 37889.8 109906 11555.4 -3954.21 -7964.58 65072.5 97256.1 -13485.1 -24969.8 1586.41
internal_weight=0 47832 47469 11144 10631 602 10029 3274 3158 2638 964 904 6755 1093 396 325 111 87 60 214 183 49 134 114 71 116 64 513 339 5662
internal_count=4318164 47832 47469 11144 10631 602 10029 3274 3158 2638 964 904 6755 1093 396 325 111 87 60 214 183 49 134 114 71 116 64 513 339 5662
is_linear=0
shrinkage=0.1


Tree=2216
num_leaves=31
num_cat=0
split_feature=0 5 5 3 2 5 3 3 5 3 4 2 5 5 6 4 3 2 3 5 1 2 3 3 5 0 2 5 2 5
split_gain=1.27343e+12 3.81283e+12 6.93333e+12 7.33858e+12 7.1385e+12 6.62836e+12 1.42992e+13 1.18448e+13 3.7861e+13 1.75695e+13 1.0221e+13 8.11918e+12 8.80314e+12 1.68837e+13 2.20613e+13 1.25995e+13 3.65354e+13 8.72311e+12 8.49563e+12 1.90413e+13 1.69112e+13 1.60061e+13 2.04999e+13 1.78517e+13 1.76375e+13 1.50218e+13 2.01932e+13 1.49275e+13 1.40504e+13 1.30789e+13
threshold=43.056445700000005 89.00500000000001 88.015000000000015 13.500000000000002 3.5000000000000004 95.020000000000024 15.500000000000002 15.500000000000002 142.05000000000004 14.500000000000002 2.5000000000000004 2.5000000000000004 142.05000000000004 120.05000000000001 1.5000000000000002 3.5000000000000004 5.5000000000000009 1.5000000000000002 13.500000000000002 142.05000000000004 47.554129950000011 11.500000000000002 12.500000000000002 12.500000000000002 142.05000000000004 42.966471700000007 10.500000000000002 114.05000000000001 10.500000000000002 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -3 9 10 11 -9 12 13 -7 -15 16 -16 -17 21 20 25 23 -23 28 29 -20 -27 -24 -13 -25
right_child=-2 5 3 -5 -6 7 -8 8 -10 -11 -12 18 -14 14 15 17 -18 -19 19 -21 -22 22 27 24 -26 26 -28 -29 -30 -31
leaf_value=200.84603736304831 -4.7078529282804613 6913.7354207026874 -50484.299215698244 -69151.473350694447 5818.967041015625 6754.2538726339762 70647.924077012809 -98111.341695601863 67345.948788060909 62844.176928191497 -31309.840325402267 -1529.8937722115074 -10115.325066054291 95442.166332547175 -112901.628125 90969.388968460655 53443.169594254032 8993.6162890625001 -68938.864269770405 -93125.78079322078 48858.723671874999 113650.34380580357 -47305.040375000004 38961.757036317074 113277.38251065342 43200.475577445657 -64510.674888392852 65638.314630681823 -43494.479244474089 -19780.245855402543
leaf_weight=25622 4285952 1588 32 27 76 719 36 27 39 47 151 2954 197 53 23 27 31 25 49 31 40 28 25 106 22 46 28 22 82 59
leaf_count=25622 4285952 1588 32 27 76 719 36 27 39 47 151 2954 197 53 23 27 31 25 49 31 40 28 25 106 22 46 28 22 82 59
internal_value=0 626.401 81.7537 -22521.1 -10863.5 2799.68 8326.56 941.745 -21890.8 2015.58 -41442.7 1389.58 8988.87 13275.4 42763.8 16424.7 -17407.4 51558 -949.841 -21286.8 -7624.13 246.449 45915 -816.27 29171.2 -25992.5 2444.91 5562.06 -2663.32 17957
internal_weight=0 32212 25757 135 108 6455 1624 4831 217 4614 178 4567 1075 878 159 106 54 52 3492 194 163 3298 75 3223 187 123 74 47 3036 165
internal_count=4318164 32212 25757 135 108 6455 1624 4831 217 4614 178 4567 1075 878 159 106 54 52 3492 194 163 3298 75 3223 187 123 74 47 3036 165
is_linear=0
shrinkage=0.1


Tree=2217
num_leaves=31
num_cat=0
split_feature=2 0 0 3 5 1 0 3 3 1 1 1 6 3 1 0 5 6 2 1 0 0 5 5 1 5 1 0 1 1
split_gain=1.18781e+12 7.67925e+12 1.40788e+13 1.4091e+13 1.82781e+13 1.78699e+13 1.40269e+13 2.24956e+13 2.44156e+13 1.5222e+13 2.31318e+13 1.76539e+13 1.59627e+13 1.38737e+13 5.16401e+13 1.80479e+13 3.16192e+13 2.91292e+13 2.34179e+13 1.67966e+13 1.61512e+13 3.21852e+13 8.0974e+13 4.62356e+13 9.65756e+13 3.65518e+13 5.06698e+13 6.63776e+13 5.48023e+13 3.82683e+13
threshold=14.500000000000002 47.155083450000006 47.208883950000008 14.500000000000002 49.995000000000012 52.307266200000008 45.084117700000007 20.500000000000004 18.500000000000004 38.950530550000003 38.959914000000005 38.969379750000009 1.5000000000000002 19.500000000000004 37.314272700000011 45.063245200000004 69.015000000000015 1.5000000000000002 20.500000000000004 39.036172050000012 45.013473000000012 45.055827000000008 101.05000000000001 109.05000000000001 38.975980350000007 57.995000000000012 38.959914000000005 45.040161900000008 39.110397700000007 39.041623000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 13 8 -8 -9 12 -12 -11 20 -15 -16 19 -18 -19 -17 -2 25 -23 24 -24 -22 27 -27 29 -28
right_child=1 2 3 -5 5 -7 7 9 -10 10 11 -13 -14 14 15 16 17 18 -20 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-15.284963562269864 -1803.2124717358283 -9299.7575258324432 49805.00912388393 64.446551145272849 -72191.356095679017 -9805.3951076291651 6601.4782585917437 50722.886268494192 -8327.6773851217695 -77961.940198284647 92813.510533405177 14067.5620059994 9621.4379523026328 91165.63977864584 -100.77152530647436 -12659.552417862093 -4721.405177579185 -66576.331359969437 -4883.4125999813987 2358.4678692366861 2981.2529282768646 2055.0465418843069 -153879.2853268678 -20688.904053209357 32281.054234946649 8983.1264213867198 25028.462887261019 -82442.55810998987 -7060.0031672947844 67830.734255826275
leaf_weight=3980118 6291 1621 28 291519 81 106 3724 113 1552 46 29 1557 38 60 13635 1291 258 230 84 1760 4184 6495 87 257 41 300 1818 108 497 236
leaf_count=3980118 6291 1621 28 291519 81 106 3724 113 1552 46 29 1557 38 60 13635 1291 258 230 84 1760 4184 6495 87 257 41 300 1818 108 497 236
internal_value=0 179.964 -6.0672 45.5726 -25545.7 -36828.2 1401.08 5491.6 2209.88 15202.4 12798.9 15507.4 -38340.9 633.786 -1445.75 -1767.73 -8041.25 -29616.9 -50072.5 -3996.26 2406.62 4295.24 -586.264 -45145.5 -94249.8 8997.02 17503.3 -15217.8 22736.6 29946.3
internal_weight=0 338046 293355 291734 215 187 44691 7059 5276 1783 1670 1586 84 37632 17318 17258 3623 572 314 3051 20314 14023 6880 385 128 7143 2959 408 2551 2054
internal_count=4318164 338046 293355 291734 215 187 44691 7059 5276 1783 1670 1586 84 37632 17318 17258 3623 572 314 3051 20314 14023 6880 385 128 7143 2959 408 2551 2054
is_linear=0
shrinkage=0.1


Tree=2218
num_leaves=31
num_cat=0
split_feature=4 0 5 0 2 3 1 3 2 3 2 5 5 3 1 2 0 5 2 5 1 1 0 1 5 0 0 0 3 5
split_gain=1.18009e+12 9.00829e+12 1.326e+13 1.77084e+13 3.36348e+13 1.93421e+13 3.71194e+13 1.7277e+13 3.10275e+13 3.12911e+13 2.79211e+13 2.76199e+13 1.33276e+13 1.5931e+13 1.31881e+13 2.21123e+13 1.77478e+13 3.3062e+13 2.64583e+13 1.91392e+13 1.26762e+13 1.18768e+13 1.07886e+13 1.20456e+13 1.8824e+13 1.11334e+13 1.55384e+13 1.86077e+13 3.69259e+13 2.42155e+13
threshold=-1.0000000180025095e-35 55.055104550000003 84.030000000000015 55.141517900000004 1.5000000000000002 9.5000000000000018 82.888608650000023 16.500000000000004 6.5000000000000009 10.500000000000002 3.5000000000000004 142.05000000000004 94.040000000000006 21.500000000000004 37.457850350000008 2.5000000000000004 59.932719750000011 123.15000000000002 3.5000000000000004 142.05000000000004 60.611165000000007 61.880021000000006 60.052595500000002 30.278357500000002 25.005000000000006 60.035045000000004 59.982527000000012 59.932719750000011 10.500000000000002 50.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 22 4 -4 6 -6 8 9 14 -9 12 -12 -14 16 21 18 -18 19 -5 -15 -16 25 24 -24 26 27 -3 29 -29
right_child=-2 2 3 7 5 -7 -8 10 -10 -11 11 -13 13 20 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=669.78821506889165 -12.800935848033484 -696.98567771373155 80524.714524147741 -152369.25312500002 -5314.4951339285717 -5243.3881074302226 -159789.35076729913 91014.207189208988 81492.365640943885 -78348.697660975304 34142.441984375 -129433.6980654762 -108813.18254760742 55368.585119047624 113366.47118750001 13604.139540130018 130176.18770380435 -45624.173359375003 55416.717113095248 -14024.7806640625 -50020.128875000002 30039.705979567309 33330.467084048134 1606.7177506814753 2305.8786872569071 -7812.3586008221937 5573.3317986628863 -17668.971122116458 -166.9927240729094 -92120.936059027794
leaf_weight=156126 4073891 73362 33 20 35 117 28 25 98 31 50 21 20 21 50 102 23 20 21 20 25 26 337 3152 466 2301 3699 1496 2503 45
leaf_count=156126 4073891 73362 33 20 35 117 28 25 98 31 50 21 20 21 50 102 23 20 21 20 25 26 337 3152 466 2301 3699 1496 2503 45
internal_value=0 213.489 -594.708 12335.8 -12283 -29297.7 -73970 21487.3 32389 17014.7 -6170.72 -23905.2 -4800.9 -34303.4 27497.9 44028 -793.854 48408.6 -35477.5 -83197 -1907.89 84859.9 -711.046 4392.23 15326.2 -953.036 -758.433 -1061.01 -7664.74 -19843.1
internal_weight=0 244273 88147 786 213 180 63 573 411 313 162 137 116 66 282 178 104 43 61 40 46 76 87361 3955 803 83406 81105 77406 4044 1541
internal_count=4318164 244273 88147 786 213 180 63 573 411 313 162 137 116 66 282 178 104 43 61 40 46 76 87361 3955 803 83406 81105 77406 4044 1541
is_linear=0
shrinkage=0.1


Tree=2219
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 3 1 1 4 0 1 0 5 3 0 0 2 0 5 1 1 0 0 1 1 6 5 3 3 3
split_gain=1.22931e+12 9.07802e+12 7.95563e+13 1.23713e+14 7.51099e+13 6.80587e+13 1.33715e+14 6.7388e+13 5.74712e+13 4.84031e+13 3.89991e+13 1.18936e+14 9.38278e+13 4.92683e+13 4.61265e+13 4.8735e+13 4.58412e+13 3.91682e+13 6.3952e+13 1.04041e+14 7.05169e+13 5.3762e+13 4.95429e+13 4.37748e+13 3.94851e+13 3.86709e+13 5.51611e+13 3.5261e+13 3.49899e+13 5.66244e+13
threshold=38.781124500000011 39.041623000000008 45.254062050000009 22.500000000000004 3.5000000000000004 14.500000000000002 39.021425200000003 38.891822450000006 1.5000000000000002 58.000519000000004 39.032393150000004 45.022371150000005 87.395000000000024 16.500000000000004 45.070824200000011 45.073740550000004 1.5000000000000002 45.013473000000012 83.010000000000005 38.984911950000004 38.959914000000005 45.005863250000004 45.005863250000004 39.027779200000005 38.950530550000003 1.5000000000000002 84.030000000000015 23.500000000000004 9.5000000000000018 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -4 7 9 -6 -9 -7 17 28 13 25 27 -16 -14 18 22 20 21 -20 24 -21 -2 26 -13 -15 -12 -30
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 11 12 16 14 15 -17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=81.056521900202114 -4302.425220971013 23.160747557591126 3962.955612807812 226391.31533627721 -2919.6359305467836 32943.659580538289 221573.5701388889 -4402.8034831709519 -18584.064703746768 -99947.921289062506 5625.3716883090583 2553.9468793421875 68895.376416015628 -2423.1165284498384 13497.372580199137 -5266.9962625814242 -54578.892097295437 663.29809903231444 -11759.25680696257 -84643.093820800786 56647.455274106382 -148749.44356617649 -13506.083284185685 36324.037929095641 13479.268093670669 -11168.259176602693 169524.62884765628 -19738.347106499492 33651.331798843567 -24763.158933246075
leaf_weight=1305419 3367 2707521 6425 23 10605 191 36 4349 8334 32 2007 1847 32 7192 3589 2253 498 234149 182 320 146 34 3155 33 1985 11558 20 1406 1265 191
leaf_count=1305419 3367 2707521 6425 23 10605 191 36 4349 8334 32 2007 1847 32 7192 3589 2253 498 234149 182 320 146 34 3155 33 1985 11558 20 1406 1265 191
internal_value=0 -35.1217 -552.122 -5442.59 -5620.5 -8235.43 42743.5 -8802.39 -13721.3 13874 -19.149 -3309.22 -5443.01 -4650.23 -595.82 6260.79 -47123.8 411.531 -5980.9 -34705.2 2963.71 -33322.5 -3566.66 -73334.6 2292.62 -9011.18 4342.6 -5254.61 14186.9 25988.4
internal_weight=0 3.01274e+06 305224 29995 29972 23547 259 23288 12683 223 275229 31858 28395 27865 14440 5842 530 243371 9222 715 362 216 8507 353 5352 13425 1867 8598 3463 1456
internal_count=4318164 3012745 305224 29995 29972 23547 259 23288 12683 223 275229 31858 28395 27865 14440 5842 530 243371 9222 715 362 216 8507 353 5352 13425 1867 8598 3463 1456
is_linear=0
shrinkage=0.1


Tree=2220
num_leaves=31
num_cat=0
split_feature=2 1 1 0 5 0 1 1 3 3 3 3 4 1 3 5 0 5 2 1 0 5 2 1 1 3 3 5 1 1
split_gain=1.27022e+12 1.08956e+13 3.32439e+13 3.25759e+13 4.00489e+13 3.29906e+13 8.07462e+13 2.21661e+14 1.02959e+14 1.04789e+14 1.00791e+14 6.75786e+13 1.56734e+14 1.0585e+14 5.76844e+13 2.56649e+14 1.53719e+14 5.39904e+13 5.06992e+13 4.01968e+13 3.89644e+13 8.52105e+13 9.00886e+13 1.67018e+14 9.28171e+13 5.67749e+13 1.0961e+14 5.59017e+13 5.12475e+13 4.27981e+13
threshold=9.5000000000000018 37.342273500000012 30.434657650000002 59.820733200000006 44.410000000000004 59.853570100000006 30.370618100000005 30.362552800000003 21.500000000000004 23.500000000000004 15.500000000000002 15.500000000000002 1.5000000000000002 30.323743050000001 14.500000000000002 68.52500000000002 59.846652800000008 83.010000000000005 21.500000000000004 30.160599000000001 59.834458500000004 58.995000000000012 10.500000000000002 30.346469350000003 30.243224600000001 23.500000000000004 21.500000000000004 49.995000000000012 30.243224600000001 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 11 -9 -10 17 12 13 -6 -14 -16 -17 -8 -11 -18 -13 27 23 -23 -24 26 -26 -22 29 -29
right_child=1 -3 -4 4 5 -7 10 8 9 18 -12 20 14 -15 15 16 19 -19 -20 -21 21 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=27.132960166669285 -5944.8729755851291 58.7079756949732 -2629.7455641505317 -1281.2724633720884 69799.671603486044 1981.1444025812777 -34848.20923245103 33318.396024305555 366466.72581521742 72587.521298668042 17321.615534827459 -11148.006118963371 3905.7595594852996 275955.86085937498 -8125.3402533373783 329754.49234193313 152710.97671046402 -124086.47032169119 217453.4346875 -15394.830031250001 31081.225193413629 14910.828534307067 958.9946883261091 -220162.54428353661 46762.318958843185 36882.5817677296 185860.96033367779 -57169.221875000003 -64883.083922128462 26488.359641217914
leaf_weight=3453778 7584 707599 63407 42635 66 37641 335 90 23 61 398 1179 700 40 206 43 33 85 40 25 180 115 529 41 166 548 86 94 262 175
leaf_count=3453778 7584 707599 63407 42635 66 37641 335 90 23 61 398 1179 700 40 206 43 33 85 40 25 180 115 529 41 166 548 86 94 262 175
internal_value=0 -108.414 -862.654 337.239 892.551 3039.88 10259.4 15304 114735 173828 -18737.8 10562.9 31931.1 147594 19756 55896.5 186476 -52908.3 129960 80251.6 3516.13 11389.1 25019.3 -46871.3 33457.9 54947.8 94232.5 -17079 -33404.5 -2745.14
internal_weight=0 864386 156787 93380 85796 43161 5520 4702 214 124 818 4488 1113 106 1007 307 101 420 101 58 3375 2196 1485 156 1329 800 252 711 531 269
internal_count=4318164 864386 156787 93380 85796 43161 5520 4702 214 124 818 4488 1113 106 1007 307 101 420 101 58 3375 2196 1485 156 1329 800 252 711 531 269
is_linear=0
shrinkage=0.1


Tree=2221
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 0 6 3 2 3 0 0 0 5 1 1 5 0 5 5 5 1 4 5 0 2 3 1 1 4
split_gain=1.30078e+12 9.30906e+12 1.28417e+13 1.08652e+13 1.02508e+13 4.8691e+13 2.79362e+13 2.05552e+13 3.02368e+13 1.89466e+13 4.98782e+13 3.20944e+13 5.98748e+13 2.61163e+13 2.23865e+13 2.95392e+13 2.1934e+13 2.18949e+13 3.28966e+13 2.58523e+13 2.4396e+13 2.36035e+13 1.87449e+13 3.42585e+13 2.72331e+13 3.41877e+13 2.40657e+13 2.22849e+13 1.87009e+13 1.85207e+13
threshold=83.000022850000008 83.002084650000015 87.395000000000024 54.943649450000002 55.02863030000001 55.020029900000004 1.5000000000000002 17.500000000000004 8.5000000000000018 9.5000000000000018 55.034903650000011 55.388132500000005 55.975961550000008 66.040000000000006 104.38035940000002 93.043229050000022 24.010000000000002 55.349623500000007 62.710000000000008 65.045000000000016 95.020000000000024 83.761389800000003 2.5000000000000004 59.245000000000012 55.212972300000011 6.5000000000000009 12.500000000000002 83.006817700000013 83.00362155000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 8 29 10 13 16 14 -6 15 -13 -12 18 -18 21 -21 -20 23 27 25 -25 -26 -11 -24 -8
right_child=1 4 -4 -5 9 6 7 -9 -10 22 11 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 28 24 26 -27 -28 -29 -30 -31
leaf_value=20.644898422715698 -22032.403399062157 138.84331065770712 -40214.352426470592 -1220.4247831386963 19646.564647154963 30284.903362353514 440.6949337633568 -11646.866982183688 18432.417523664837 25697.738108122197 -11806.311181100209 -9030.0855380106568 749.80288337719924 73995.282652196343 28206.920570725662 -50540.7278852983 6135.9085844820393 15013.480338656376 -32668.066856804293 6974.3382470531105 -43584.174225083843 5245.6380440753446 -38155.548153409087 -5845.4672435628636 9908.1497814132763 -20474.226368000793 -5440.5856845379794 -1242.1341111475767 1239.4874876210922 11231.891995735823
leaf_weight=3782924 252 261017 85 54891 533 500 4547 615 1903 308 768 6598 44291 106 156 176 10291 2084 574 958 106 230 121 4802 1419 2394 3647 100374 29048 2446
leaf_count=3782924 252 261017 85 54891 533 500 4547 615 1903 308 768 6598 44291 106 156 176 10291 2084 574 958 106 230 121 4802 1419 2394 3647 100374 29048 2446
internal_value=0 -145.912 -1375.4 -1315.53 -4.45272 401.339 7245.39 6034.18 7256.51 -530.717 857.341 589.083 -602.602 28662.2 -9246.09 -10108.6 4655.39 5543.02 3919.83 -8288.8 1937.49 -21822.1 -1183.87 -1767.52 -6758.06 -10712.2 -1141.36 -1159.72 1076.07 4215.22
internal_weight=0 535240 55228 55143 480012 271028 10011 9511 8896 208984 66871 66232 51221 639 6930 6774 15011 14243 12159 1868 1064 804 142113 112944 12262 7196 5066 100682 29169 6993
internal_count=4318164 535240 55228 55143 480012 271028 10011 9511 8896 208984 66871 66232 51221 639 6930 6774 15011 14243 12159 1868 1064 804 142113 112944 12262 7196 5066 100682 29169 6993
is_linear=0
shrinkage=0.1


Tree=2222
num_leaves=31
num_cat=0
split_feature=0 2 6 5 3 2 1 3 3 3 5 1 3 3 5 2 1 5 4 1 4 5 1 5 1 5 1 2 1 1
split_gain=1.2578e+12 9.61302e+12 8.87772e+12 1.51572e+13 1.34644e+13 1.31866e+13 1.1997e+13 1.26895e+13 1.72091e+13 2.3122e+13 2.67749e+13 1.45297e+13 4.11961e+13 1.59211e+13 1.42582e+13 1.22618e+13 1.16952e+13 1.05038e+13 1.02403e+13 9.59573e+12 8.04182e+12 7.73507e+12 2.50298e+13 3.49826e+13 1.30398e+13 9.35658e+12 2.77784e+13 1.0174e+13 8.64244e+12 3.49269e+13
threshold=61.785186750000001 16.500000000000004 1.5000000000000002 91.050000000000011 17.500000000000004 8.5000000000000018 40.810045900000013 8.5000000000000018 3.5000000000000004 4.5000000000000009 68.52500000000002 39.826386800000009 9.5000000000000018 10.500000000000002 69.610000000000014 4.5000000000000009 86.192907650000009 34.920000000000009 2.5000000000000004 39.787929450000007 2.5000000000000004 128.92000000000004 34.359746700000009 142.05000000000004 49.964253350000007 118.33500000000002 50.388877400000005 3.5000000000000004 52.395917250000004 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 21 19 7 8 -2 10 -10 18 14 17 -13 -11 20 -14 -9 -5 -8 25 -23 -24 -25 28 -27 -28 29 -4
right_child=1 -3 4 5 -6 -7 16 11 9 15 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=4.4906617403289726 -18009.221647977283 43607.480449318398 -837.03258274111749 -26869.640986032198 -70581.603306361605 26599.20068359375 -21133.579615107672 12476.340238920173 46478.790763392077 2984.2331068441904 172011.15193452383 -25817.340230114831 -16244.372441406253 -1211.4840737684717 -86208.903618808967 41957.113650090148 -22.71664684129798 33554.75219905041 50588.324246800206 -108100.56421274038 -85250.348163311312 -72681.852799479166 135277.85684267242 82982.932773437511 -7182.3240596064825 49771.087126358703 -138544.68333984376 -41023.173029891303 141.62404510828699 -16475.73951042151
leaf_weight=4288474 87 49 8117 33 28 23 79 282 89 213 21 149 50 636 53 130 460 277 94 26 26 24 29 20 81 23 20 23 16815 1733
leaf_count=4288474 87 49 8117 33 28 23 79 282 89 213 21 149 50 636 53 130 460 277 94 26 26 24 29 20 81 23 20 23 16815 1733
internal_value=0 -648.639 -721.799 4714 -1272.79 -37628.4 6026.2 9534.76 22726.1 30549.5 70444.1 4912.21 -604.216 8008.25 -41662.7 17755.3 -6896.48 25940.2 22004.3 -62666.3 -37010.1 -1200.61 21146.6 38468.8 10672.2 -1329.35 -38934.7 -86382 -1236.27 -3588.49
internal_weight=0 29690 29641 2728 26913 82 2646 2081 540 453 110 1541 1165 963 202 343 565 327 376 59 105 26885 154 130 101 26731 66 43 26665 9850
internal_count=4318164 29690 29641 2728 26913 82 2646 2081 540 453 110 1541 1165 963 202 343 565 327 376 59 105 26885 154 130 101 26731 66 43 26665 9850
is_linear=0
shrinkage=0.1


Tree=2223
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 3 0 3 5 5 6 0 0 0 5 5 5 4 3 5 4 5 0 0 5 0 5 5 1 5
split_gain=1.23136e+12 1.31288e+13 5.28702e+13 5.46685e+13 5.32291e+13 1.03612e+14 1.23823e+14 8.53773e+13 9.80765e+13 9.21378e+13 7.71599e+13 1.78863e+14 1.39015e+14 1.04839e+14 8.6115e+13 8.1857e+13 8.60707e+13 1.15331e+14 1.36754e+14 8.0806e+13 9.28765e+13 1.54339e+14 1.52359e+14 9.13017e+13 1.24525e+14 7.45137e+13 7.32053e+13 7.22407e+13 8.1025e+13 7.16647e+13
threshold=37.615058950000012 37.712318250000003 66.990000000000023 66.50500000000001 55.674875350000008 19.500000000000004 55.86787755000001 16.500000000000004 76.00500000000001 71.715000000000018 1.5000000000000002 55.751981950000008 55.769960200000007 55.708120100000009 83.010000000000005 68.00500000000001 78.710000000000022 2.5000000000000004 10.500000000000002 105.35000000000001 2.5000000000000004 79.730000000000018 55.777112100000004 55.762622900000004 125.85000000000001 55.834684950000003 67.520000000000024 71.00500000000001 37.642309100000013 71.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 10 -8 9 -9 11 13 15 14 -6 -13 17 18 -17 20 21 27 -23 24 -21 -25 -14 -12 -29 -20
right_child=1 -3 4 -5 5 -7 7 8 -10 -11 19 12 26 -15 -16 16 -18 -19 29 23 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=106.31346064234745 -2306.8428147478971 4.0333324692232244 -6689.3026992833784 -39713.504209406812 36477.180230584396 -3536.103290278144 -19309.959551456996 -21172.254968039775 -14147.671487411726 133770.56776267226 -36700.372924895106 135723.97090371622 145117.09842199899 167310.58878811187 128953.9338332573 -67824.43478176654 18148.091032587625 -90981.757598732773 4122.3411551339286 -135924.42477101294 22097.387470694048 -328737.54885332665 -30002.444078947374 -327290.43781249999 162504.71678240743 -70549.376262019228 34844.029895641143 -46577.068005371097 92550.362918065613 162720.10014816813
leaf_weight=869963 66649 3364080 3823 393 380 5661 1456 55 203 127 270 37 63 113 137 121 403 254 56 29 2151 31 38 20 27 26 1355 64 121 58
leaf_count=869963 66649 3364080 3823 393 380 5661 1456 55 203 127 270 37 63 113 137 121 403 254 56 29 2151 31 38 20 27 26 1355 64 121 58
internal_value=0 -26.8223 -1260.77 -2526.12 3706.24 6704.3 14337.1 -8236.23 33642.6 86947.2 21559.4 32743.7 20044.3 80054.1 60982.6 -10023.7 -16069.3 -44268.9 6220.68 9569.61 12900.6 -24851.9 -164217 -77787 7961.05 -182176 39743.3 -3717.45 44419.8 84812.4
internal_weight=0 3.4482e+06 84121 67042 17079 13256 7595 1841 385 182 5754 2977 2347 630 517 929 892 489 235 2777 2675 524 69 102 56 46 1418 455 185 114
internal_count=4318164 3448201 84121 67042 17079 13256 7595 1841 385 182 5754 2977 2347 630 517 929 892 489 235 2777 2675 524 69 102 56 46 1418 455 185 114
is_linear=0
shrinkage=0.1


Tree=2224
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 0 2 0 0 5 1 0 5 6 1 5 2 3 1 5 2 2 1 5 5 2 0 1 0
split_gain=1.2576e+12 1.06556e+13 2.41408e+13 2.74284e+14 1.18616e+14 2.42782e+14 1.85996e+14 1.02169e+14 9.45211e+13 8.03318e+13 7.9066e+13 7.63168e+13 1.41543e+14 8.1927e+13 1.4501e+14 7.39989e+13 9.97352e+13 6.96387e+13 7.13149e+13 1.30955e+14 6.6516e+13 5.73613e+13 5.32203e+13 5.40152e+13 5.81464e+13 5.1184e+13 5.11371e+13 4.93964e+13 4.86334e+13 1.34009e+14
threshold=22.500000000000004 19.500000000000004 37.417247200000006 37.503486000000002 55.834684950000003 55.820531900000013 55.885524800000006 2.5000000000000004 55.860536450000005 55.619594000000006 51.405000000000008 37.362912300000012 55.591389050000011 60.005000000000003 1.5000000000000002 37.533784800000006 63.145000000000003 7.5000000000000009 21.500000000000004 37.516458750000005 59.025000000000013 18.500000000000004 7.5000000000000009 37.457850350000008 75.750000000000014 62.995000000000012 5.5000000000000009 57.147575200000006 37.487839250000007 55.74310830000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 7 8 -4 25 -9 -7 -3 -13 20 -15 16 17 -5 21 -20 -14 -19 23 24 -11 -6 -26 -17 -24 -30
right_child=-2 2 3 15 6 10 -8 9 -10 22 -12 12 13 14 -16 27 -18 18 19 -21 -22 -23 28 -25 26 -27 -28 -29 29 -31
leaf_value=14.956062449293038 176.78888139620344 -1440.4860596458466 -33138.457818841322 -55171.372667106778 29697.57573183002 -24917.440437358135 -13396.366991708792 -18611.182956688885 124088.01206393773 61856.766070765996 -131584.56730081106 231779.65587635871 -10664.384671795702 -72678.284270390883 -11439.222028149203 -182.93062971704938 12196.563850312223 -11008.07144873194 51856.700753906254 -77942.189991773383 47553.80604076921 57161.19856142241 14859.016534695629 28133.25761817726 218921.95557454429 100808.66834131529 34808.644779829548 -10375.166537777182 112804.42647759197 4652.6769614796222
leaf_weight=3810546 368079 35140 308 669 330 148 306 343 288 379 131 23 2366 618 1033 87295 842 830 100 349 214 145 1527 444 48 146 22 5029 203 263
leaf_count=3810546 368079 35140 308 669 330 148 306 343 288 379 131 23 2366 618 1033 87295 842 830 100 349 214 145 1527 444 48 146 22 5029 203 263
internal_value=0 -16.4736 -874.759 -49.8076 23058.2 14807.6 52482.5 21891.8 78868.6 27140.9 -75001.3 -2971.9 -15622.1 -16967 -34362.1 -1235.06 -16867 -28559.1 -16056.5 -49033.8 -5835.43 -870.077 32578.5 52865.5 77322.4 51509 161058 -738.114 23488.5 51766
internal_weight=0 3.95008e+06 139539 100145 4886 3816 1070 3537 764 3229 279 39394 4254 4231 1651 95259 2935 2093 1424 449 2580 975 2886 893 449 476 70 92324 1993 466
internal_count=4318164 3950085 139539 100145 4886 3816 1070 3537 764 3229 279 39394 4254 4231 1651 95259 2935 2093 1424 449 2580 975 2886 893 449 476 70 92324 1993 466
is_linear=0
shrinkage=0.1


Tree=2225
num_leaves=31
num_cat=0
split_feature=5 0 0 1 4 0 1 1 3 1 4 5 3 1 3 0 5 0 3 1 5 0 3 1 5 3 0 1 1 1
split_gain=1.24754e+12 9.15068e+12 1.33532e+13 1.68485e+13 1.19409e+13 1.06719e+13 2.12097e+13 3.10597e+13 1.84672e+13 1.83257e+13 1.39904e+13 1.20034e+13 1.03414e+13 1.0513e+13 1.00837e+13 1.42971e+13 1.26955e+13 9.78366e+12 1.2031e+13 1.33804e+13 1.24833e+13 1.2417e+13 1.67111e+13 3.28079e+13 1.20333e+13 1.17323e+13 1.38791e+13 1.1488e+13 3.31962e+13 2.50101e+13
threshold=27.010000000000002 54.978840000000005 54.99493995000001 82.902675200000019 4.5000000000000009 45.073740550000004 39.863684800000009 39.899261850000009 10.500000000000002 39.826386800000009 2.5000000000000004 16.850000000000005 4.5000000000000009 40.247294600000011 9.5000000000000018 54.934662400000008 18.050000000000004 60.063729500000008 10.500000000000002 30.243224600000001 21.015000000000004 59.932719750000011 8.5000000000000018 30.332994000000003 13.050000000000002 9.5000000000000018 59.939091550000008 37.487839250000007 37.582182450000005 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 9 11 10 -1 14 -8 13 -9 -7 -16 -17 18 21 24 -21 27 -23 25 -20 26 -24 -4 -29 -30
right_child=-2 2 17 -5 -6 8 7 12 -10 -11 -12 -13 -14 -15 15 16 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-2165.3845632387724 -10.867622865315646 -2535.2966960691647 3155.6716963223785 -18112.739059839671 60504.55560661765 3315.3717639782417 -28126.550718750004 -11128.054106266623 -860.65927588763736 -45772.854753443142 -12867.239566318021 44482.411028693707 8179.5762985408728 5521.4172090679058 3596.6752020755143 -33590.390909090915 21303.385319248322 6013.1158549662769 58553.257489224139 -888.22335947154704 2404.8069024558527 -4253.8133732885717 -99690.764423694345 6342.5972657747798 -6167.6707181085822 -19354.143628264126 -39742.273290569028 -12949.516966714986 9029.6141064386393 -1546.1747784088773
leaf_weight=14821 4148570 3277 5753 881 34 24459 25 760 13802 97 505 255 1958 757 1453 44 992 2589 29 17918 32197 1261 73 163 3055 73 82 2432 2378 37471
leaf_count=14821 4148570 3277 5753 881 34 24459 25 760 13802 97 505 255 1958 757 1453 44 992 2589 29 17918 32197 1261 73 163 3055 73 82 2432 2378 37471
internal_value=0 265.841 -277.397 -5835.86 1259.08 1225.46 -758.061 5959.48 2123.25 -2448.93 3623.42 37999.5 3377.84 -2819.78 3932.45 9996.36 18972 -58.2717 -211.052 834.004 1227.42 -1330 -9854.33 -27916.4 -5559.08 -52408.5 -67976.1 -1036.83 -1607.28 -915.062
internal_weight=0 169594 109632 4158 59962 59928 18673 3755 41255 14918 27453 280 3475 1517 26948 2489 1036 105474 102885 53199 50115 49686 1652 391 3084 228 155 48034 42281 39849
internal_count=4318164 169594 109632 4158 59962 59928 18673 3755 41255 14918 27453 280 3475 1517 26948 2489 1036 105474 102885 53199 50115 49686 1652 391 3084 228 155 48034 42281 39849
is_linear=0
shrinkage=0.1


Tree=2226
num_leaves=31
num_cat=0
split_feature=1 5 5 5 5 1 1 3 1 0 1 4 6 0 2 1 3 6 2 3 3 1 0 1 1 1 3 0 0 0
split_gain=1.20226e+12 1.03137e+13 4.00141e+13 3.8605e+13 3.73878e+13 3.67881e+13 3.66782e+13 5.33782e+13 3.37751e+13 8.22149e+13 9.98621e+13 9.22847e+13 6.18902e+13 4.26402e+13 3.91643e+13 3.32077e+13 4.60036e+13 3.26664e+13 3.88802e+13 4.96551e+13 4.20887e+13 7.98857e+13 3.60846e+13 5.57841e+13 1.42875e+14 7.49711e+13 7.35841e+13 7.14301e+13 6.84953e+13 5.51453e+13
threshold=38.781124500000011 62.015000000000008 67.00500000000001 59.245000000000012 56.205000000000005 37.503486000000002 37.533784800000006 3.5000000000000004 37.457850350000008 55.860536450000005 37.475443250000005 1.5000000000000002 1.5000000000000002 56.028355650000009 23.500000000000004 37.971176850000006 8.5000000000000018 1.5000000000000002 13.500000000000002 7.5000000000000009 14.500000000000002 30.332994000000003 59.990816400000007 30.305955500000003 30.315880100000005 30.207352000000004 23.500000000000004 60.029906750000002 60.003414000000006 60.029906750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 7 -7 -5 11 12 -10 -11 -12 -13 16 -6 -4 19 -19 21 -20 -21 25 -25 26 -24 28 -26 -27
right_child=-2 2 17 5 15 6 -8 -9 9 10 13 14 -14 -15 -16 -17 -18 18 20 22 -22 -23 23 24 27 29 -28 -29 -30 -31
leaf_value=260.21702057987545 -34.73303006788332 -2238.2962379581018 -1262.0068403650691 1404.2035154915038 -8427.425384974651 -110783.48171938004 4361.8375258513024 21609.946720488406 131647.13424310452 206800.72500000001 17974.643016372494 -21060.26097504381 54705.84318942776 -68092.225139508941 92056.52451959427 5329.6778160561453 -1511.9824588507697 -1040.8530773966572 99122.911570142664 3499.4270805518508 -2187.5890243238869 -37545.362863204282 6189.2385983883232 68812.557342434229 -28938.353521007626 -23284.641263297955 100872.78162382393 -7462.245233392885 28019.42361509108 4089.0887725084235
leaf_weight=821574 3012745 87349 94341 34759 12014 31 26932 1726 41 41 324 2421 77 70 31 5351 48264 47695 46 91460 20055 609 699 321 254 2937 93 3671 1251 982
leaf_count=821574 3012745 87349 94341 34759 12014 31 26932 1726 41 41 324 2421 77 70 31 5351 48264 47695 46 91460 20055 609 699 321 254 2937 93 3671 1251 982
internal_value=0 80.1595 -382.651 250.871 76.7414 2575.64 5275.11 19274 524.881 -9646.29 26852.6 -17142.2 107552 2683.58 -19630.2 -2220.09 -2890.3 230.36 1058.19 1621.2 -3002.3 -27947.3 2870.03 -2769.12 4074.38 -10754.4 17307.4 59.516 18406.6 -16425.5
internal_weight=0 1.30542e+06 351763 953656 887203 66453 28689 1757 37764 3005 512 2493 118 394 2452 65629 60278 264414 170073 149363 20710 655 101668 10208 5497 4711 792 5176 1505 3919
internal_count=4318164 1305419 351763 953656 887203 66453 28689 1757 37764 3005 512 2493 118 394 2452 65629 60278 264414 170073 149363 20710 655 101668 10208 5497 4711 792 5176 1505 3919
is_linear=0
shrinkage=0.1


Tree=2227
num_leaves=31
num_cat=0
split_feature=2 1 1 3 2 3 5 0 3 3 0 3 3 5 5 5 5 5 4 0 5 2 5 0 0 0 3 3 0 4
split_gain=1.28912e+12 6.77832e+12 6.6759e+12 1.12691e+13 1.13204e+13 1.23472e+13 1.05774e+13 9.93987e+12 8.97273e+12 1.39067e+13 1.20682e+13 8.36618e+12 2.10518e+13 1.6434e+13 1.17171e+13 1.31924e+13 9.66296e+12 9.30396e+12 6.68012e+12 6.50367e+12 9.13836e+12 7.23297e+12 8.84722e+12 6.37994e+12 1.22982e+13 3.98736e+13 3.5137e+13 7.13137e+13 3.52536e+13 2.65404e+13
threshold=14.500000000000002 104.38035940000002 30.160599000000001 23.500000000000004 15.500000000000002 24.500000000000004 54.035000000000004 59.853570100000006 19.500000000000004 17.500000000000004 59.939091550000008 20.500000000000004 17.500000000000004 81.910000000000011 92.035000000000011 63.005000000000003 68.00500000000001 62.995000000000012 2.5000000000000004 59.853570100000006 46.405000000000008 21.500000000000004 74.010000000000005 47.236539400000005 51.83362145000001 51.67657710000001 24.500000000000004 21.500000000000004 51.717367500000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 19 -2 11 9 -9 -10 12 13 17 15 -13 -14 -8 -19 20 -6 22 -21 -4 25 29 27 -27 -28 -25
right_child=1 -3 23 4 5 -7 7 8 10 -11 -12 14 16 -15 -16 -17 -18 18 -20 21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-15.923457574031701 1808.2674503580729 -12806.167255567138 1168.0399491359526 44930.983488175676 -25983.960803462011 1563.1731370340183 -13559.417698910362 33167.511745689662 26986.073776318128 -70956.322104279898 98512.25006250001 4801.9437272122041 24302.673437500001 -58610.931609429259 53807.013519021741 -57083.954316251242 116010.67436342593 66797.051078869059 8931.4083932976991 -6995.5733072916673 -92913.671266084566 13298.636419288148 -92859.885097656253 1104.7305381539848 134.99747413419422 -7903.7125360577502 -31532.518709192951 90082.696890419407 35526.248139361211 -37613.454739583336
leaf_weight=3980118 945 401 53430 37 51 254 57 29 418 23 25 76 20 36 23 63 27 42 38 30 34 47 20 10776 266522 3272 1009 76 85 180
leaf_count=3980118 945 401 53430 37 51 254 57 29 418 23 25 76 20 36 23 63 27 42 38 30 34 47 20 10776 266522 3272 1009 76 85 180
internal_value=0 187.481 202.913 5577.96 -8175.02 -12681.7 9148.3 17057.5 26409.8 -12887.3 31022.5 4938.61 17637.9 1514.39 -12307.3 -23247.1 76986 17313.7 39310.9 -32562 -52755.8 -14866.3 -41341.3 166.128 -23.756 -2771.6 -10763.4 -5679.41 -26322.3 468.616
internal_weight=0 338046 337645 2295 473 436 1822 877 495 52 443 382 220 173 162 139 47 137 80 182 85 97 50 335350 281920 15398 4442 3348 1094 10956
internal_count=4318164 338046 337645 2295 473 436 1822 877 495 52 443 382 220 173 162 139 47 137 80 182 85 97 50 335350 281920 15398 4442 3348 1094 10956
is_linear=0
shrinkage=0.1


Tree=2228
num_leaves=31
num_cat=0
split_feature=4 2 5 5 3 2 1 1 5 1 1 1 5 1 5 0 2 5 5 5 3 0 5 5 5 0 5 0 1 0
split_gain=1.17302e+12 5.65735e+12 1.40122e+13 1.04468e+13 2.6829e+13 4.40681e+13 2.96551e+13 3.34012e+13 2.67206e+13 3.1038e+13 2.7645e+13 4.01006e+13 3.18311e+13 2.92447e+13 2.27179e+13 2.25015e+13 2.70853e+13 2.05931e+13 3.55761e+13 3.16371e+13 2.45887e+13 3.93558e+13 3.48297e+13 2.00334e+13 1.97152e+13 1.92787e+13 2.6738e+13 2.48144e+13 1.86429e+13 1.82072e+13
threshold=4.5000000000000009 1.5000000000000002 28.810000000000006 125.85000000000001 10.500000000000002 9.5000000000000018 37.214886200000009 30.362552800000003 120.05000000000001 82.897133550000021 30.370618100000005 44.083877800000003 69.015000000000015 44.005491150000005 107.05000000000001 59.990816400000007 6.5000000000000009 96.015000000000015 81.00500000000001 102.01000000000001 5.5000000000000009 59.916647550000008 107.05000000000001 118.33500000000002 114.05000000000001 56.802385350000009 118.33500000000002 56.791364150000007 47.473138800000008 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 10 29 12 13 -3 -12 28 16 17 18 -14 -19 21 -21 -23 -7 -22 26 27 -8 -13 -10
right_child=1 3 -4 -5 5 23 25 -9 9 -11 11 14 15 -15 -16 -17 -18 19 -20 20 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.011874952972232 -64565.526813616074 122850.20715725806 6653.0652936711413 2608.4579151420198 -54938.579530552466 14782.107361264438 -37405.727039221936 -193571.07734375002 9469.7446396903761 -83895.789416666667 -12866.347340333228 36256.550974878774 79308.64790625 -114470.05290948277 26166.081117423637 -39463.645524364409 137286.54860956102 103370.66419885024 -61678.774703931056 -109320.3830045573 92293.75188577587 -70495.279117313505 54145.575482253094 -37736.673291546373 -18884.665525124288 36341.68980564025 28801.097567806602 -127420.45910714286 -1124.5748319303775 -45607.921442228624
leaf_weight=4303792 28 31 2069 7014 63 345 245 24 163 75 1224 145 25 29 488 59 21 53 63 30 58 31 81 92 22 41 53 35 1670 95
leaf_count=4303792 28 31 2069 7014 63 345 245 24 163 75 1224 145 25 29 488 59 21 53 63 30 58 31 81 92 22 41 53 35 1670 95
internal_value=0 901.925 5702.13 81.8824 -3286.56 -19027.2 -40595.4 -93182 -46.7987 -27271.4 2202.78 -821.1 24888.2 -15217.9 7011.81 18033.1 26867.2 20479.3 -21625.5 33952.9 17380.2 -7599.81 19646.8 3725.52 61719.7 -28362.7 -36329.3 -48657.6 1861.8 -10810.8
internal_weight=0 14372 2097 12275 5261 898 461 87 4363 333 4030 3556 474 1253 2303 443 384 363 88 275 222 142 112 437 80 374 333 280 1815 258
internal_count=4318164 14372 2097 12275 5261 898 461 87 4363 333 4030 3556 474 1253 2303 443 384 363 88 275 222 142 112 437 80 374 333 280 1815 258
is_linear=0
shrinkage=0.1


Tree=2229
num_leaves=31
num_cat=0
split_feature=5 4 3 1 0 0 2 1 5 3 2 3 2 3 1 3 4 1 1 1 5 1 3 1 2 1 0 0 3 0
split_gain=1.41589e+12 7.40545e+12 1.22121e+13 9.56316e+12 1.56961e+13 1.19289e+13 1.01159e+13 1.03045e+13 2.59556e+13 5.5632e+13 1.97209e+13 4.27384e+13 1.82459e+13 1.55349e+13 1.34414e+13 8.97186e+12 7.90774e+12 1.93791e+13 2.61219e+13 4.58027e+13 2.08373e+13 4.30866e+13 9.105e+13 5.11031e+13 2.88319e+13 4.71756e+13 3.79486e+13 6.99237e+13 6.15829e+13 4.95887e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 38.096381250000007 45.133160800000006 60.052595500000002 13.500000000000002 34.359746700000009 225.45000000000002 5.5000000000000009 5.5000000000000009 12.500000000000002 4.5000000000000009 7.5000000000000009 30.332994000000003 3.5000000000000004 3.5000000000000004 83.691301500000009 91.398302750000013 92.815157350000007 161.85000000000002 82.871296800000025 13.500000000000002 82.981501350000016 6.5000000000000009 61.396377350000009 55.806974650000008 56.301440000000007 16.500000000000004 54.762542150000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 15 -12 13 -10 -14 -9 17 20 -19 -20 24 -22 23 -23 25 26 28 -28 29 -3
right_child=1 16 -4 -5 5 -7 -8 10 12 -11 11 -13 14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=3.9752048423873831 -68663.208124694822 -897.00832315792968 66059.239855957028 7430.651080284958 27965.373046875 66890.414470108692 49794.963375538791 39523.941652513589 -826.96492745535716 -174829.65632560485 142260.68156389508 -18824.150097656249 -656.27270688657416 106253.63960937499 -105956.01882990057 -28565.772539382684 -232.10607271199339 -93317.854152960528 106112.25829326923 -45561.698299632357 186.10968464032123 172974.70360966434 -75577.714381167767 34082.497460937499 2824.8220044624595 -54194.687522379558 -120067.61622378702 -16194.284671741832 -89831.779244402991 64837.364467381383
leaf_weight=4297453 40 707 32 1636 24 23 29 23 42 31 28 40 27 20 22 122 13677 57 26 85 1646 54 38 52 1222 288 76 440 67 137
leaf_count=4297453 40 707 32 1636 24 23 29 23 42 31 28 40 27 20 22 122 13677 57 26 85 1646 54 38 52 1222 288 76 440 67 137
internal_value=0 -824.84 4747 3815.83 -8740.12 -3178.81 -7128.8 -11484.4 -30162.4 -86337.3 3072.11 47504.9 -2328.03 33715.2 -47933.7 -17765.3 -1466.57 -4915.75 -38291.3 -10034.5 -3729.56 4775.03 57229 104839 -8912.82 -17276.3 -9825.38 -31493.5 2447.65 9773.14
internal_weight=0 20711 2139 2107 471 431 408 379 166 55 213 68 111 62 49 145 18572 4895 168 111 4727 1790 144 106 2937 1715 1427 516 911 844
internal_count=4318164 20711 2139 2107 471 431 408 379 166 55 213 68 111 62 49 145 18572 4895 168 111 4727 1790 144 106 2937 1715 1427 516 911 844
is_linear=0
shrinkage=0.1


Tree=2230
num_leaves=31
num_cat=0
split_feature=5 0 0 5 2 0 4 0 0 3 3 4 3 2 0 3 4 5 4 3 1 5 1 1 1 2 0 4 0 1
split_gain=1.45605e+12 1.29178e+13 5.96328e+13 7.34621e+13 3.76202e+13 4.97802e+13 4.74782e+13 3.56259e+13 3.52264e+13 3.47136e+13 3.57122e+13 6.87112e+13 4.24735e+13 5.95223e+13 4.69047e+13 3.8756e+13 3.56069e+13 3.41743e+13 4.71635e+13 3.42136e+13 3.35764e+13 5.29951e+13 4.67666e+13 3.81229e+13 4.14221e+13 3.24944e+13 3.18918e+13 3.12476e+13 2.90416e+13 7.35437e+13
threshold=150.04500000000004 55.734663800000007 55.745923000000012 177.02500000000003 4.5000000000000009 55.751981950000008 7.5000000000000009 55.762622900000004 55.784980300000008 4.5000000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 3.5000000000000004 56.838612000000005 9.5000000000000018 1.5000000000000002 225.45000000000002 3.5000000000000004 7.5000000000000009 60.58031445000001 161.85000000000002 60.55755580000001 60.611165000000007 65.565203050000022 2.5000000000000004 57.60800230000001 5.5000000000000009 55.695992150000002 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 3 -3 5 -4 7 -7 17 16 11 -11 13 -13 25 -12 -9 18 -6 -20 22 23 -17 -22 -25 -14 -16 -15 -2 -30
right_child=1 2 4 -5 8 6 -8 9 -10 10 15 12 14 27 26 20 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=3.4975400254684299 -2604.3657884342738 205355.55048828127 -120739.13073814656 15421.005472237724 -214435.23214285716 102697.17449127907 -106509.22568933824 65550.74642315766 -4208.8579536967891 -5295.4234705720846 -14470.802938399573 3557.6980658637158 224152.16860795455 108783.51005497685 -42971.504520089286 15892.04027829695 -10110.844607361121 59578.406640625006 43686.833063616075 -89834.345530225415 109542.04880952381 105058.15401680426 -144173.34923828125 -116418.81006433825 64948.362656250007 94689.883942819157 75366.948627209276 -24532.225669642859 34467.600187174481 -134923.07275568182
leaf_weight=4302555 9752 32 29 56 21 43 34 67 2678 313 482 252 33 108 28 209 868 21 28 61 21 106 20 34 20 47 122 21 48 55
leaf_count=4302555 9752 32 29 56 21 43 34 67 2678 313 482 252 33 108 28 209 868 21 28 61 21 106 20 34 20 47 122 21 48 55
internal_value=0 -964.082 2800.79 84488.1 1532.08 9611.75 10948.4 12377.8 -6685.65 10966 19026.3 32804.7 52322.4 31837.2 86256.6 4753.72 -4689.1 -57318 -79634.6 -47827.7 27354.3 59543 1912.53 -4785.19 -49245.8 148093 53277.1 87080.9 -3162.26 -55983.7
internal_weight=0 15609 5754 88 5666 2857 2828 2794 2809 2751 1816 924 611 381 230 892 935 131 110 89 410 181 229 75 54 80 150 129 9855 103
internal_count=4318164 15609 5754 88 5666 2857 2828 2794 2809 2751 1816 924 611 381 230 892 935 131 110 89 410 181 229 75 54 80 150 129 9855 103
is_linear=0
shrinkage=0.1


Tree=2231
num_leaves=31
num_cat=0
split_feature=5 0 0 5 2 0 4 0 0 3 3 4 3 2 0 3 4 5 4 3 5 1 4 0 1 5 0 1 3 1
split_gain=1.1794e+12 1.04634e+13 4.83026e+13 5.95043e+13 3.04724e+13 4.0322e+13 3.84574e+13 2.8857e+13 2.85334e+13 2.8118e+13 2.89269e+13 5.56561e+13 3.44036e+13 4.82131e+13 3.79928e+13 3.13924e+13 2.88416e+13 2.76812e+13 3.82024e+13 2.7713e+13 2.73023e+13 4.82575e+13 4.6798e+13 3.15701e+13 2.71969e+13 4.29261e+13 3.98845e+13 3.97862e+13 3.83221e+13 3.08796e+13
threshold=150.04500000000004 55.734663800000007 55.745923000000012 177.02500000000003 4.5000000000000009 55.751981950000008 7.5000000000000009 55.762622900000004 55.784980300000008 4.5000000000000009 6.5000000000000009 3.5000000000000004 5.5000000000000009 3.5000000000000004 56.838612000000005 9.5000000000000018 1.5000000000000002 225.45000000000002 3.5000000000000004 7.5000000000000009 177.02500000000003 37.998366300000008 3.5000000000000004 56.197733450000008 60.58031445000001 161.85000000000002 58.000519000000004 55.912026600000011 12.500000000000002 60.611165000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7 17 16 11 -11 13 -13 -14 20 -9 18 -6 -20 -12 22 -22 -23 26 29 27 -17 -28 -26
right_child=1 2 4 -5 8 6 -8 9 -10 10 15 12 14 -15 -16 24 -18 -19 19 -21 21 23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=3.147787732458081 -2846.0364720571088 184819.99764404297 -108665.21681034483 13878.905079432898 -192991.70348772322 92427.455832122097 -95858.30376838235 58995.670207555966 -3787.9722213198838 -4765.8818599615615 -32726.209873396871 3201.927046906002 133283.7702368164 78372.853224927327 47949.394260416673 -416.62339426288173 -9099.7600758073513 53620.569903273812 39318.149330357141 -80850.909567110662 10804.732123161766 144255.50460069446 -176374.18927556821 23895.881523091815 98587.843601190485 94552.338119103777 175068.98764204548 -124796.30136718751 13425.323273259943 -44321.205960648149
leaf_weight=4302555 9855 32 29 56 21 43 34 67 2678 313 286 252 80 129 150 131 868 21 28 61 34 27 22 113 21 106 22 32 44 54
leaf_count=4302555 9855 32 29 56 21 43 34 67 2678 313 286 252 80 129 150 131 868 21 28 61 34 27 22 113 21 106 22 32 44 54
internal_value=0 -867.674 2520.71 76039.3 1378.87 8650.57 9853.6 11140 -6017.08 9869.42 17123.7 29524.2 47090.2 28653.5 77630.9 4278.35 -4220.19 -51586.2 -71671.1 -43044.9 -13023.7 15725.8 -62729.8 47108.1 24618.8 53588.7 1721.28 -24834.7 67306.5 -4306.67
internal_weight=0 15609 5754 88 5666 2857 2828 2794 2809 2751 1816 924 611 381 230 892 935 131 110 89 482 196 56 140 410 181 229 163 66 75
internal_count=4318164 15609 5754 88 5666 2857 2828 2794 2809 2751 1816 924 611 381 230 892 935 131 110 89 482 196 56 140 410 181 229 163 66 75
is_linear=0
shrinkage=0.1


Tree=2232
num_leaves=31
num_cat=0
split_feature=4 0 5 3 5 0 5 5 3 1 3 0 3 6 1 0 0 3 1 6 2 0 2 3 0 0 1 6 3 0
split_gain=1.25062e+12 8.51572e+12 7.9698e+12 8.99781e+12 7.48431e+12 2.22549e+12 1.3188e+12 1.64488e+13 7.41175e+13 6.17678e+13 4.5453e+13 5.57139e+13 3.62921e+13 5.75473e+13 3.61863e+13 3.55109e+13 9.68659e+13 5.16127e+13 2.75933e+13 3.53821e+13 2.80247e+13 8.71539e+13 3.63553e+13 4.43516e+13 3.0179e+13 3.25151e+13 2.58179e+13 2.67851e+13 4.90828e+13 5.80159e+13
threshold=8.5000000000000018 59.916647550000008 97.050000000000011 5.5000000000000009 68.52500000000002 55.734663800000007 123.15000000000002 120.05000000000001 6.5000000000000009 20.507360500000004 25.500000000000004 56.819808050000006 7.5000000000000009 1.5000000000000002 30.388336800000001 57.147575200000006 57.178027650000011 9.5000000000000018 44.083877800000003 1.5000000000000002 2.5000000000000004 53.355366400000001 3.5000000000000004 13.500000000000002 55.050600750000008 55.68356880000001 39.694727950000008 1.5000000000000002 17.500000000000004 50.565831500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 7 -1 9 -9 12 -12 13 -10 -15 18 17 -17 26 -20 21 -21 23 -22 -23 -26 27 28 29 -14
right_child=1 -3 3 -5 -6 -7 -8 8 10 -11 11 -13 15 14 -16 16 -18 -19 19 20 22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.44852457064518136 -15733.597958669356 68177.346242559535 -80767.805431547633 2965.5981770833332 73223.251406249998 27052.421992187501 546.2631620116407 171372.5135 79559.10169270834 12438.290257936647 126869.27822265626 -62420.154755434778 203839.96326426632 -169569.50072115386 -54438.844428228018 240793.01324999999 -4359.3660255321556 50305.972490530308 -53880.115386668644 115984.61379076086 -1547.0801335515205 -174737.02700892859 -18910.418755290179 135074.06543526787 43303.544287109376 -103341.22960069445 22143.399217596583 -22240.355380817098 -66476.021757812501 21406.263064236115
leaf_weight=4269847 31 21 21 33 20 20 43698 25 24 1117 48 23 23 39 91 25 483 33 363 23 74 35 878 35 21 54 254 693 40 72
leaf_count=4269847 31 21 21 33 20 20 43698 25 24 1117 48 23 23 39 91 25 483 33 363 23 74 35 878 35 21 54 254 693 40 72
internal_value=0 9255.05 -643.898 -29597.4 21377.1 1045.23 -0.312929 -5.90078 -6066.84 15917.6 -13604 65550.2 -15327.9 -62712.5 -88978 -12978.5 10303.8 132412 -17889.1 -26748.4 -17954.9 -61046.6 -12148.2 42322.1 -98062.3 -62280.7 -5746.41 -14302 26448.4 65574.4
internal_weight=0 146 125 54 71 51 4.31802e+06 4.27432e+06 4473 1142 3331 71 3260 154 130 3106 541 58 2565 1483 1120 133 987 109 110 75 1082 828 135 95
internal_count=4318164 146 125 54 71 51 4318018 4274320 4473 1142 3331 71 3260 154 130 3106 541 58 2565 1483 1120 133 987 109 110 75 1082 828 135 95
is_linear=0
shrinkage=0.1


Tree=2233
num_leaves=31
num_cat=0
split_feature=4 5 3 1 1 2 1 5 1 5 3 3 0 0 1 1 3 1 6 3 5 3 5 0 3 0 0 5 1 2
split_gain=1.1278e+12 8.15755e+12 7.59799e+12 7.46732e+12 1.45537e+13 9.94441e+12 8.25647e+12 2.08022e+13 1.20382e+13 1.14731e+13 1.0226e+13 1.48261e+13 9.94389e+12 2.85128e+13 1.45383e+13 1.18906e+13 1.79514e+13 1.68428e+13 2.34183e+13 5.19346e+13 3.00051e+13 2.08245e+13 1.98786e+13 2.41926e+13 6.79346e+13 1.81688e+13 1.70708e+13 1.49079e+13 1.47732e+13 1.43647e+13
threshold=1.0000000180025095e-35 13.050000000000002 12.500000000000002 30.102666750000001 30.160599000000001 2.5000000000000004 30.207352000000004 38.455000000000005 30.226173900000003 27.010000000000002 19.500000000000004 21.500000000000004 59.982527000000012 59.846652800000008 30.305955500000003 30.468306550000005 9.5000000000000018 30.243224600000001 1.5000000000000002 11.500000000000002 37.305000000000007 12.500000000000002 31.795000000000005 59.939091550000008 17.500000000000004 59.939091550000008 59.896318000000008 39.355000000000011 30.332994000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 9 10 -6 -8 -12 13 14 -10 16 -15 -18 21 20 29 27 -23 26 -25 -21 -24 -19 -27 -20
right_child=-2 3 -4 4 6 -7 8 -9 12 -11 11 -13 -14 15 -16 -17 17 18 19 25 -22 22 23 24 -26 28 -28 -29 -30 -31
leaf_value=-2732.7878705787998 -12.514099872481346 10044.926251158104 -16260.808331862809 12457.40070407006 16203.190159841686 -18460.348893751969 4974.4127253808347 105612.19790482955 28050.045242341697 -6213.3552699681341 -41942.773383178719 -8928.9141240325807 3732.0761372435709 -10509.892934924019 376.30878132552044 -14472.765394694012 -27716.718032588687 -12635.472964794848 -16135.769294084821 14732.668658300312 176080.7316127232 -1996.9069098576624 39890.38708562078 3405.7267045454546 171246.90086862666 -52488.811221590906 -23739.682300302935 -56697.969109756654 -2770.6091626799512 63165.635065681709
leaf_weight=2815 4073891 780 487 124 572 646 394 22 190 380 160 908 8184 2616 220383 1275 209 654 28 623 21 1971 74 66 38 77 98 87 267 124
leaf_count=2815 4073891 780 487 124 572 646 394 22 190 380 160 908 8184 2616 220383 1275 209 654 28 623 21 1971 74 66 38 77 98 87 267 124
internal_value=0 208.705 -4727.99 276.352 244.63 -13481.4 288.774 9477.02 251.242 7255.41 -8795.06 -13874.8 307.05 184.54 400.147 -5595.36 -3967.47 -21.205 1381.01 13575 64037.2 -3271.31 1522.77 26657.8 64732.3 4547.12 3636.05 -17808.8 -13899.4 48557.5
internal_weight=0 244273 3302 240971 240191 770 239421 974 238447 952 1462 1068 236985 228801 220573 8228 6953 4337 4128 1140 173 2988 2247 276 104 967 172 741 344 152
internal_count=4318164 244273 3302 240971 240191 770 239421 974 238447 952 1462 1068 236985 228801 220573 8228 6953 4337 4128 1140 173 2988 2247 276 104 967 172 741 344 152
is_linear=0
shrinkage=0.1


Tree=2234
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 0 5 6 5 2 5 4 5 3 5 5 3 5 3 5 3 3 1 2 1 3 4 5 5
split_gain=1.14978e+12 1.08992e+13 5.63708e+13 1.18679e+14 1.1126e+14 8.82545e+13 5.63782e+13 7.88669e+13 7.561e+13 5.1606e+13 5.08901e+13 4.86834e+13 4.63585e+13 5.74609e+13 6.43355e+13 3.89487e+13 3.89081e+13 1.01904e+14 3.43186e+13 3.40901e+13 3.29101e+13 3.13851e+13 3.48591e+13 9.76808e+13 5.09034e+13 2.92859e+13 2.92546e+13 2.89874e+13 1.38311e+14 2.82006e+13
threshold=56.831297550000009 56.852744000000008 60.601268000000012 60.528664650000003 52.990000000000002 60.611165000000007 56.838612000000005 102.01000000000001 1.5000000000000002 79.010000000000005 12.500000000000002 77.715000000000018 2.5000000000000004 75.750000000000014 17.500000000000004 77.715000000000018 50.805000000000007 24.500000000000004 128.92000000000004 14.500000000000002 103.45000000000002 24.500000000000004 20.500000000000004 60.648383500000008 6.5000000000000009 53.243495500000009 18.500000000000004 1.5000000000000002 53.385000000000012 48.945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 16 6 8 -8 12 11 -6 -10 13 27 15 -15 29 -18 -9 -12 25 22 -7 24 -24 -2 -11 28 -4 -5
right_child=1 -3 5 4 10 21 7 18 9 26 19 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-25.303927151068315 4162.6534325119856 30.824039711725206 -546.58028132913921 3411.9804231652774 24968.309619427582 3656.0605902464304 5239.2122949218756 215061.57354910715 -27129.923473639345 -54568.220225048572 172115.56760817309 110891.88798076923 -28496.61124454255 223821.93146306818 -33623.35549092196 72950.389113230514 14064.176606889207 -156712.22226200809 58494.277678571438 54252.658326200937 -42144.771375042466 18617.194808579836 1135.4273566479953 -18624.541833024512 131864.9104865579 -6944.8637592253144 -134715.75700520835 -16102.995705647427 166897.9857077206 53230.509404543067
leaf_weight=3481074 7213 802951 1507 2516 2680 8778 245 28 1495 189 26 26 752 22 49 77 99 54 28 437 184 1136 53 1579 68 3538 60 1130 51 119
leaf_count=3481074 7213 802951 1507 2516 2680 8778 245 28 1495 189 26 26 752 22 49 77 99 54 28 437 184 1136 53 1579 68 3538 60 1130 51 119
internal_value=0 105.227 1855.2 5967.45 17357.5 -2160.16 -12400.3 29711.5 -14766 -31679.3 30257.2 -24770.6 -6422.52 -569.311 60092.7 106477 2815.23 -46209.8 136778 60871.3 -210.365 2829.42 1117.75 -11988.9 74603.2 507.329 -73880.9 -3909.33 4934.6 5661.85
internal_weight=0 837090 34139 16866 5931 17273 5659 301 5358 1770 3143 1521 3588 2836 148 99 2788 153 56 463 10935 11614 10478 1700 121 10751 249 2688 1558 2635
internal_count=4318164 837090 34139 16866 5931 17273 5659 301 5358 1770 3143 1521 3588 2836 148 99 2788 153 56 463 10935 11614 10478 1700 121 10751 249 2688 1558 2635
is_linear=0
shrinkage=0.1


Tree=2235
num_leaves=31
num_cat=0
split_feature=1 1 5 0 6 0 0 3 5 0 0 1 0 1 1 0 3 3 1 3 1 5 1 1 5 5 3 1 0 5
split_gain=1.13738e+12 1.08558e+13 4.33684e+13 5.13845e+13 7.85734e+13 1.20096e+14 2.22683e+14 2.55661e+14 2.00248e+14 9.09789e+13 1.26024e+14 2.0549e+14 1.42901e+14 2.7687e+14 1.9289e+14 2.0511e+14 1.40596e+14 1.37891e+14 1.29224e+14 1.2261e+14 1.11947e+14 1.05905e+14 1.12235e+14 1.70726e+14 1.31246e+14 1.04332e+14 1.15529e+14 9.38894e+13 9.12051e+13 8.94375e+13
threshold=37.615058950000012 37.712318250000003 66.990000000000023 55.86787755000001 1.5000000000000002 55.777112100000004 55.762622900000004 4.5000000000000009 30.025000000000002 55.74310830000001 55.727011600000004 37.642309100000013 55.674875350000008 37.692869000000009 37.642309100000013 55.719391050000006 26.500000000000004 11.500000000000002 37.620907050000007 16.500000000000004 37.692869000000009 40.905000000000008 37.642309100000013 37.66934650000001 49.505000000000003 45.985000000000007 5.5000000000000009 37.620907050000007 55.719391050000006 58.755000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 8 -8 10 12 27 -6 14 15 17 -16 18 -14 -15 -13 -11 -23 -24 -25 -17 -27 -12 -18 -28
right_child=1 -3 -4 -5 5 -7 7 -9 -10 21 11 20 13 19 16 25 28 -19 -20 -21 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=102.17592506090359 403.76831709419616 2.2793515702618654 3350.7580140827795 3133.6307598015355 -972.35897129431714 -18756.59592494223 31171.759741545378 18880.4933930507 256980.79001378678 -3117.2609354331075 234356.57559570312 15180.085761775816 13768.457754415358 23671.815226370392 -48244.018008014253 20105.672481360802 191139.47654344514 31732.964958215933 -86083.087701125376 178536.23758544924 -70301.526149553581 -61385.286891385156 84869.33760148591 47729.527501991819 -83369.590853271482 323352.80534274195 159973.32003255212 71565.137925592237 -61253.0888671875 -75737.635724431821
leaf_weight=869963 24818 3364080 17079 13842 11274 6919 73 1492 85 1382 40 1230 211 122 2517 104 41 366 336 88 175 977 153 112 240 31 60 310 22 22
leaf_count=869963 24818 3364080 17079 13842 11274 6919 73 1492 85 1382 40 1230 211 122 2517 104 41 366 336 88 175 977 153 112 240 31 60 310 22 22
internal_value=0 -25.7785 -1147.84 -2293.86 -3706.02 -7299.74 -3606.41 31690.1 152651 -6545.85 -3760.31 21611.5 -6690.91 -23137.6 -29460.5 4993.44 -44550.8 -15777.1 -47566.3 88567.4 4532.91 -23030.5 -41600.1 -3322.74 -41656.2 92382.9 158904 90169.9 103002 96733.8
internal_weight=0 3.4482e+06 84121 67042 53200 28382 21463 1650 158 19813 16949 1755 15194 3920 3710 1130 2580 913 547 210 1405 2864 1482 505 352 217 113 350 63 82
internal_count=4318164 3448201 84121 67042 53200 28382 21463 1650 158 19813 16949 1755 15194 3920 3710 1130 2580 913 547 210 1405 2864 1482 505 352 217 113 350 63 82
is_linear=0
shrinkage=0.1


Tree=2236
num_leaves=31
num_cat=0
split_feature=5 0 5 4 0 3 0 2 3 3 0 1 5 3 3 0 2 1 4 0 1 1 2 2 3 6 0 1 1 1
split_gain=1.15389e+12 5.8903e+12 5.95989e+12 2.57547e+13 1.99909e+13 8.9092e+12 5.75739e+12 9.13578e+12 5.35099e+12 5.31738e+12 6.42038e+12 2.18491e+13 2.16031e+13 1.47906e+13 5.30962e+12 5.01348e+12 7.04277e+12 4.9805e+12 2.20698e+13 4.9561e+12 4.8545e+12 1.69635e+13 4.58102e+12 5.56853e+12 7.28033e+12 4.57604e+12 6.91525e+12 5.49851e+12 1.09458e+13 4.38808e+12
threshold=18.050000000000004 43.465905150000005 16.850000000000005 1.5000000000000002 54.811549550000009 5.5000000000000009 43.056445700000005 6.5000000000000009 16.500000000000004 4.5000000000000009 43.642715500000008 39.739656000000004 13.050000000000002 3.5000000000000004 5.5000000000000009 43.642715500000008 3.5000000000000004 39.969502550000009 1.5000000000000002 43.592450450000008 82.888608650000023 82.907204800000002 19.500000000000004 15.500000000000002 19.500000000000004 1.5000000000000002 44.874285750000006 33.101335500000005 38.151577750000008 38.996948700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 5 -5 15 7 -1 20 10 11 12 -3 -14 -6 16 19 18 -8 -4 -7 -22 23 25 -25 26 -11 -28 -29 -30
right_child=-2 2 3 4 14 8 17 -9 -10 22 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=12654.719546786222 -4.4704197089115301 -23640.267743389424 17855.729939288405 25991.261889648438 -61687.005078125003 -438.7651853587808 -28357.863961615443 -55640.083593750001 7460.695191294546 45808.82149800146 2481.2088914448454 -24069.794630561442 41445.261085304053 135931.50177083336 -127646.77592574409 6244.2838582591903 -43890.257394276501 -45387.920737104279 85039.135000000009 -15592.96023154811 -49693.260640285327 -530.74039754094304 -40648.03731815733 3908.9911916333581 55998.33425042568 -1349.5068417323187 46937.557859644403 -29426.353814166523 53917.335732421874 6152.8066539171687
leaf_weight=132 4286109 26 83 20 26 3756 121 23 786 43 3104 59 37 30 23 5646 46 67 20 95 92 296 29 86 39 16727 29 92 20 502
leaf_count=132 4286109 26 83 20 26 3756 121 23 786 43 3104 59 37 30 23 5646 46 67 20 95 92 296 29 86 39 16727 29 92 20 502
internal_value=0 597.745 742.822 2640.93 -58259.6 3030.02 -12068.3 2520.65 -104.011 -247.935 3463.86 23530.6 53728.7 83752.5 -92647.7 5662.18 -9010.08 -22939.9 -12273.2 3.90092 -1538.82 -12187.8 -935.907 -870.241 20160.9 -1021.21 6983.67 4387.28 2377.58 7982.87
internal_weight=0 32055 31692 10869 69 10800 363 155 4930 20823 3256 152 93 67 49 5870 224 208 141 178 4144 388 17567 17538 125 17413 686 643 614 522
internal_count=4318164 32055 31692 10869 69 10800 363 155 4930 20823 3256 152 93 67 49 5870 224 208 141 178 4144 388 17567 17538 125 17413 686 643 614 522
is_linear=0
shrinkage=0.1


Tree=2237
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 0 1 5 0 0 0 5 5 5 5 5 2 6 3 5 1 6 2 1 5 3 0
split_gain=1.13734e+12 1.95037e+13 2.00121e+14 2.21318e+14 1.59573e+14 1.26679e+14 1.45786e+14 1.02693e+14 7.61497e+13 1.30207e+14 1.02624e+14 7.52807e+13 5.22435e+13 4.35386e+13 4.29862e+13 3.95899e+13 5.50958e+13 3.81179e+13 3.79493e+13 3.62507e+13 4.61178e+13 3.58779e+13 3.56232e+13 3.28895e+13 3.28281e+13 4.56929e+13 3.01758e+13 5.99626e+13 6.01445e+13 8.13326e+13
threshold=37.889331900000009 37.971176850000006 55.727011600000004 55.695992150000002 55.784980300000008 55.455204450000004 55.619594000000006 55.628356700000005 55.708120100000009 37.914142000000005 53.385000000000012 55.719391050000006 55.173809400000003 55.734663800000007 76.00500000000001 116.06000000000002 81.00500000000001 38.905000000000008 75.015000000000015 10.500000000000002 1.5000000000000002 18.500000000000004 132.05000000000004 37.914142000000005 1.5000000000000002 12.500000000000002 37.944765900000007 77.00500000000001 24.500000000000004 55.924336300000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 13 12 18 -8 17 10 -10 24 23 -4 19 16 -15 -5 -7 -9 -21 -18 -16 -2 25 -11 27 28 29 -6
right_child=1 -3 4 8 26 6 7 14 9 11 -12 -13 -14 15 22 -17 21 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=86.599845481233729 -2528.0479450658568 0.36283038333320566 -67115.452327754581 1937.6553879128253 -22317.845657670754 -28426.588344657994 57423.428481329058 -9805.8473293743882 36882.483053345299 68184.06534022867 119773.51226689879 -54851.652320655623 40751.238684606906 -24466.072534981155 -33655.19849681326 111154.915390625 -60815.559779130657 13006.507978068899 -64297.365829878247 26386.020731399309 -5544.8816759221891 -175359.21015625002 58783.044992897732 13542.267436839958 8113.7990424771533 11423.14200348108 1000.3072063254024 -33835.060811074822 17179.029324170369 -3125.599505600348
leaf_weight=1122372 3341 3146949 348 5233 3278 2143 252 4245 426 274 230 148 407 1802 794 20 188 7673 342 737 1171 32 44 2058 902 294 3854 911 931 6765
leaf_count=1122372 3341 3146949 348 5233 3278 2143 252 4245 426 274 230 148 407 1802 794 20 188 7673 342 737 1171 32 44 2058 902 294 3854 911 931 6765
internal_value=0 -30.4141 -2013.37 2904.35 -10344.9 -5487.05 -12463.5 -5293.03 11491.4 28364.7 65944.9 13128.2 6202.12 -34420.8 -7553.73 -28849 -30233.8 8518.42 -33363.3 -4659.9 6789.02 -77476.5 -28801.6 3597.66 19972.4 38804.3 -6688.95 -9182.38 -7135.86 -9389.88
internal_weight=0 3.19579e+06 48843 30714 18129 15534 9728 7243 15180 2274 656 1618 5806 2390 6991 2042 2022 12906 2485 6153 1908 220 838 5399 1470 568 15739 11885 10974 10043
internal_count=4318164 3195792 48843 30714 18129 15534 9728 7243 15180 2274 656 1618 5806 2390 6991 2042 2022 12906 2485 6153 1908 220 838 5399 1470 568 15739 11885 10974 10043
is_linear=0
shrinkage=0.1


Tree=2238
num_leaves=31
num_cat=0
split_feature=5 0 0 5 4 3 5 6 3 0 2 0 1 2 2 0 2 2 3 3 2 3 3 1 3 2 1 3 4 4
split_gain=1.13979e+12 9.25045e+12 7.72534e+13 3.98702e+13 2.65928e+13 2.62446e+13 2.70942e+13 3.33711e+13 2.46755e+13 2.33905e+13 1.91363e+13 1.76236e+13 2.80828e+13 1.0702e+14 1.15709e+14 7.6336e+13 7.47547e+13 8.37963e+13 5.28011e+13 3.33847e+13 3.52625e+13 5.30179e+13 3.33248e+13 2.77315e+13 2.77256e+13 3.78755e+13 2.63413e+13 2.09916e+13 2.04297e+13 2.61865e+13
threshold=150.04500000000004 57.117834900000013 56.895161300000005 225.45000000000002 7.5000000000000009 19.500000000000004 177.02500000000003 1.5000000000000002 5.5000000000000009 57.106514900000001 21.500000000000004 57.157092150000004 65.565203050000022 7.5000000000000009 3.5000000000000004 57.147575200000006 4.5000000000000009 5.5000000000000009 9.5000000000000018 5.5000000000000009 9.5000000000000018 9.5000000000000018 10.500000000000002 39.899261850000009 8.5000000000000018 7.5000000000000009 65.551978750000004 2.5000000000000004 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 11 7 -7 -6 -4 -8 12 15 14 -14 19 18 -18 -17 -3 21 26 -23 -13 -19 -26 -21 -25 29 -29
right_child=1 4 3 -5 8 6 10 -9 -10 -11 -12 23 13 -15 -16 16 17 24 -20 20 -22 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=3.0944801296410551 -1156.0267141478278 86970.910418991814 -164531.93988095238 27472.689453125 5666.2672554347828 -181374.03701596468 55525.387511160719 -28759.950000000001 -137855.98750000002 -67559.344953893436 -63494.868181818179 11680.338244142184 176531.80556250003 207675.36864178634 -86092.742348345593 -20897.601455152675 254144.31401041668 144897.152 143381.51141304348 -47425.106543996713 72917.545809659103 -217564.87279094825 -49774.244062500002 41198.161261917376 101270.93101851852 -66228.173365162031 76333.657570684532 9569.3354111842109 9202.611267419763 -52039.321830047127
leaf_weight=4302555 12920 21 42 28 23 23 35 38 25 61 22 1254 25 37 51 131 30 25 23 95 22 29 20 59 27 27 21 95 148 252
leaf_count=4302555 12920 21 42 28 23 23 35 38 25 61 22 1254 25 37 51 131 30 25 23 95 22 29 20 59 27 27 21 95 148 252
internal_value=0 -852.98 -1930.74 -78337.6 4645.79 6055.78 -39982.9 -86303 -69084.9 -107102 9587.74 8326.92 23429.8 68199.6 296.912 12688.8 48490.9 111862 3637.59 -32580.1 -46005.7 -61862.1 -149079 3448.56 57830.2 17521.4 -25020.5 -15184.4 -21904.7 -35172.4
internal_weight=0 15609 13051 131 2558 2510 118 61 48 103 57 2392 584 113 76 471 263 109 154 208 187 165 49 1808 79 54 116 554 495 347
internal_count=4318164 15609 13051 131 2558 2510 118 61 48 103 57 2392 584 113 76 471 263 109 154 208 187 165 49 1808 79 54 116 554 495 347
is_linear=0
shrinkage=0.1


Tree=2239
num_leaves=31
num_cat=0
split_feature=4 0 5 3 5 2 5 3 3 4 2 3 2 1 1 0 3 0 0 1 0 1 0 1 1 4 1 4 1 3
split_gain=1.25298e+12 7.83287e+12 6.46443e+12 7.37739e+12 5.96839e+12 1.91428e+12 1.15131e+12 5.26355e+12 4.38743e+12 7.42731e+12 6.19858e+12 7.49551e+12 4.69579e+12 1.98257e+13 7.81177e+12 1.9913e+13 7.31413e+12 4.07693e+12 1.45289e+13 1.50794e+13 8.04186e+12 2.50382e+13 7.24414e+12 6.18109e+12 5.38024e+12 5.25335e+12 5.08271e+12 1.48157e+13 1.96888e+13 4.16077e+13
threshold=8.5000000000000018 59.916647550000008 97.050000000000011 5.5000000000000009 68.52500000000002 6.5000000000000009 225.45000000000002 34.500000000000007 24.500000000000004 4.5000000000000009 16.500000000000004 21.500000000000004 20.500000000000004 38.984911950000004 38.984911950000004 45.053747000000008 17.500000000000004 59.939091550000008 60.017447350000005 30.346469350000003 59.882016200000002 30.362552800000003 59.834458500000004 40.247294600000011 30.323743050000001 2.5000000000000004 37.582182450000005 1.5000000000000002 37.314272700000011 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 -1 8 10 -10 11 17 14 -14 16 -16 -12 20 24 -20 22 -22 26 -21 -19 -25 27 -8 -29 -30
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 12 -13 13 -15 15 -17 -18 18 19 23 21 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-1.9324658072130998 25566.488183593752 65774.311886160722 -72640.258928571435 3179.3460464015152 65901.293261718747 -14115.341330645162 -23027.468119791665 51586.727529761905 6848.6552448551829 -55398.284765625001 24497.94084821429 -43722.345016891893 -70411.64733072916 49039.276704545453 -69590.670097656242 56160.102373908558 107005.64944291548 -98221.894940476195 84080.361284179686 -44214.590901692711 117511.71080163046 -30042.749371603262 -56901.864853050596 -14732.963424161586 -30733.371780960646 43427.522562500002 943.36170685063064 4252.718926171875 -29915.716350446426 121802.00392156863
leaf_weight=4313776 20 21 21 33 20 31 75 21 41 36 21 37 24 33 20 34 22 21 20 36 23 23 21 41 27 25 3437 125 28 51
leaf_count=4313776 20 21 21 33 20 31 75 21 41 36 21 37 24 33 20 34 22 21 20 36 23 23 21 41 27 25 3437 125 28 51
internal_value=0 9263.79 -229.976 -26306.1 19602.5 1446.16 -0.313226 1646.32 1397.87 -22253.8 1837.34 1077.52 21523.6 -1255.85 34909.4 9585.74 66711.2 1496.85 -13652.6 4684.58 2177.63 43734.5 1666.09 -10883.2 -60259.6 7297.52 1997.07 14977.7 28950.3 68028.6
internal_weight=0 146 125 54 71 51 4.31802e+06 4242 4221 77 4144 3990 154 57 97 54 43 3953 170 122 3783 46 3737 102 48 66 3716 279 204 79
internal_count=4318164 146 125 54 71 51 4318018 4242 4221 77 4144 3990 154 57 97 54 43 3953 170 122 3783 46 3737 102 48 66 3716 279 204 79
is_linear=0
shrinkage=0.1


Tree=2240
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 5 5 1 3 1 5 3 0 0 0 2 5 5 5 5 5 5 2 2 5 5 2 5 2 2
split_gain=1.11798e+12 5.33504e+12 1.4359e+13 2.07336e+13 2.36056e+13 2.38736e+13 1.13988e+13 1.03061e+13 1.82833e+13 1.4826e+13 1.40008e+13 1.53752e+13 4.83273e+13 2.21733e+13 1.26152e+13 1.36123e+13 1.03628e+13 4.8191e+13 1.51802e+13 2.55608e+13 1.97329e+13 2.96442e+13 1.89283e+13 1.78129e+13 1.07664e+13 4.93306e+13 1.84121e+13 1.21836e+13 2.62149e+13 1.681e+13
threshold=28.500000000000004 55.885524800000006 56.782419000000012 99.555000000000021 92.035000000000011 78.710000000000022 81.910000000000011 37.533784800000006 31.500000000000004 37.457850350000008 71.00500000000001 30.500000000000004 56.758269450000007 56.758269450000007 55.899899800000007 2.5000000000000004 39.025000000000013 41.505000000000003 57.005000000000003 58.305000000000007 58.755000000000003 60.310000000000009 16.500000000000004 7.5000000000000009 67.00500000000001 73.405000000000015 29.500000000000004 66.50500000000001 16.500000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 9 10 -3 11 13 -13 -9 15 -10 -17 -18 -19 22 -21 -22 -20 -23 27 -26 -27 28 -25 -29
right_child=1 2 -4 -5 -6 6 -8 8 14 -11 -12 12 -14 -15 -16 16 17 18 19 20 21 23 -24 24 25 26 -28 29 -30 -31
leaf_value=4.5913067425250578 203.89551887092082 13195.174701831958 163.70969782864967 68551.012633928578 -79182.52263962767 60872.43876083583 -6092.0311197916672 67954.162821691178 66634.511675347225 -27385.911775430341 -61794.07288732395 -160792.09837962966 28411.482031250001 -15167.460343538298 23922.570473882206 -21715.554169525974 70820.683528645837 -22194.047771215075 133121.86761363636 -62031.366480823868 54252.307457794544 -62865.433904474427 26015.747803104285 -90236.357682291666 87535.588845136095 -29681.210145675759 50526.939129464292 -3716.5741847826089 33723.709063617258 -122176.106625
leaf_weight=4283289 25174 108 6468 35 47 73 39 34 27 541 71 27 27 572 186 296 87 393 22 55 87 55 66 24 62 157 35 23 59 25
leaf_count=4283289 25174 108 6468 35 47 73 39 34 27 541 71 27 27 572 186 296 87 393 22 55 87 55 66 24 62 157 35 23 59 25
internal_value=0 -563.897 -2556.31 -7998.03 -8835.81 -7786.53 37554.5 -9457.53 -6422.91 -20632.8 -19599.2 -15060 -66190.3 -10503.9 -617.086 -3715.78 -5029.38 -734.498 -6590.85 2561.48 -5033.56 914.978 52792.3 -9631.27 -2026.39 9983.07 -15059.9 -25311.9 -2120.17 -65414.2
internal_weight=0 34875 9701 3233 3198 3151 112 3039 2390 649 731 660 54 606 1659 1473 1446 1150 1063 670 582 527 88 440 385 254 192 131 83 48
internal_count=4318164 34875 9701 3233 3198 3151 112 3039 2390 649 731 660 54 606 1659 1473 1446 1150 1063 670 582 527 88 440 385 254 192 131 83 48
is_linear=0
shrinkage=0.1


Tree=2241
num_leaves=31
num_cat=0
split_feature=0 0 6 1 4 1 3 1 5 1 1 0 0 1 1 5 3 2 3 5 1 2 3 3 5 5 3 0 5 2
split_gain=1.09503e+12 2.03361e+13 3.58746e+13 7.19349e+13 5.08457e+13 3.56472e+13 4.02474e+13 3.47365e+13 4.43574e+13 3.64074e+13 2.98863e+13 7.42127e+13 4.71292e+13 2.63896e+13 2.72445e+13 2.62702e+13 3.27231e+13 3.08477e+13 3.02951e+13 2.49949e+13 2.48406e+13 2.48391e+13 3.11361e+13 3.11858e+13 2.57611e+13 7.74747e+13 2.45367e+13 2.3554e+13 2.26634e+13 2.16511e+13
threshold=54.947737500000009 54.942865800000007 1.5000000000000002 82.957885500000017 1.5000000000000002 82.95335685000002 3.5000000000000004 82.962740850000003 58.005000000000003 82.964402850000013 82.957885500000017 54.943968150000011 54.943649450000002 82.97193200000001 83.140147550000009 33.585000000000008 9.5000000000000018 4.5000000000000009 11.500000000000002 59.005000000000003 82.957885500000017 6.5000000000000009 11.500000000000002 10.500000000000002 55.990000000000002 48.945000000000007 17.500000000000004 54.947152850000002 87.00500000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 8 10 -9 11 12 -7 -11 19 18 17 -17 -5 -15 -10 22 23 -18 25 -23 -24 -13 -26 -28
right_child=-2 2 5 15 -6 7 -8 9 20 13 -12 27 -14 14 -16 16 21 -19 -20 -21 -22 24 26 -25 28 -27 29 -29 -30 -31
leaf_value=55.418554784694869 37.103087083339481 -4343.4507339531401 -11286.090930651744 -4154.7210428896833 -24669.102656905598 20241.017406169107 26800.558921058022 31892.933449412791 -41005.472318660541 -819.13610953971545 -7697.336151946648 92349.633304625982 -22094.093164464208 -4993.8873909362146 39875.750636509489 1961.4328745860928 1956.1502091667114 -59977.008414335025 46294.895526631677 -19635.181999374934 -15491.501810005855 1288.3603415420375 60363.317073725724 -39180.292027027026 -3418.9979006788703 47630.02293693916 -6493.1677141088157 -4875.4114131804436 5421.7963230249734 15140.871205994743
leaf_weight=1363348 2798789 3400 436 14728 1929 544 763 307 441 16568 6735 127 509 3428 112 151 48056 172 120 1767 2833 18333 103 185 27821 368 583 31 3237 2240
leaf_count=1363348 2798789 3400 436 14728 1929 544 763 307 441 16568 6735 127 509 3428 112 151 48056 172 120 1767 2833 18333 103 185 27821 368 583 31 3237 2240
internal_value=0 -68.3463 -1149.79 -340.356 -11701 -3990.36 12950.9 -4598.48 -9132.79 -2304.96 -5096.79 9366.21 -222.963 -2784.9 -8921.86 181.111 757.161 -31021.3 -3746.99 -9973.9 -18928.2 858.863 2405.92 1798.4 -731.973 2200.28 12422.2 73273.8 -2497.57 10673.1
internal_weight=0 1.51938e+06 156027 121426 5329 34601 1199 33402 11220 22182 7946 1211 1053 21875 5307 116097 101249 323 14848 5195 3274 100926 51167 48241 49759 18701 2926 158 31058 2823
internal_count=4318164 1519375 156027 121426 5329 34601 1199 33402 11220 22182 7946 1211 1053 21875 5307 116097 101249 323 14848 5195 3274 100926 51167 48241 49759 18701 2926 158 31058 2823
is_linear=0
shrinkage=0.1


Tree=2242
num_leaves=31
num_cat=0
split_feature=3 5 5 3 0 1 1 0 0 6 1 1 0 0 1 0 0 4 0 3 4 3 5 5 4 0 2 5 0 0
split_gain=1.22011e+12 8.62021e+12 4.11538e+13 2.84728e+13 4.3151e+13 3.11631e+13 4.68665e+13 4.67329e+13 6.93049e+13 6.5838e+13 4.14618e+13 5.59998e+13 5.61915e+13 3.91623e+13 3.38424e+13 2.79151e+13 2.70995e+13 5.40054e+13 2.83131e+13 2.67734e+13 5.21522e+13 4.12644e+13 3.83429e+13 4.27686e+13 7.47293e+13 3.67553e+13 3.04176e+13 4.19938e+13 3.92223e+13 2.84602e+13
threshold=10.500000000000002 59.810000000000009 57.995000000000012 22.500000000000004 44.893607100000004 37.436176200000013 37.214886200000009 55.860536450000005 55.826364100000013 1.5000000000000002 30.362552800000003 30.243224600000001 59.863160500000006 54.708501450000007 30.388336800000001 59.882016200000002 55.034903650000011 1.5000000000000002 60.003414000000006 15.500000000000002 1.5000000000000002 13.500000000000002 58.040000000000006 59.245000000000012 2.5000000000000004 59.916647550000008 5.5000000000000009 58.755000000000003 60.003414000000006 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 10 8 9 -8 11 13 -13 -6 -12 -14 17 -5 -18 21 -21 25 29 -24 -25 -17 -27 28 -28 -22
right_child=1 -3 3 16 5 -7 7 -9 -10 -11 14 12 15 -15 -16 19 18 -19 -20 20 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=41.384858660443037 -32.309266199421963 -385.49643457654565 -17016.143230551574 77121.092563790138 105052.70149147727 3526.1626746824836 51997.842628753031 -18724.151724133615 103333.61010287973 4042.963839301085 -39737.070869574658 -2299.9593736979168 115558.84250431506 -5433.9915110482107 929.69057906976275 -12841.468322213774 -5448.0525770889008 5104.3726661675582 11270.526092458767 187799.27484085649 37271.595504502118 -9461.7721143172475 82953.377187419625 73257.667912946432 -114688.35602022058 18175.285811383928 134920.74116039611 33415.427457113197 -8235.5575407608685 -68313.728687065974
leaf_weight=2688514 1022762 561483 902 109 33 25345 529 195 129 624 225 525 43 1152 2261 113 8555 2330 1149 27 59 267 243 56 34 175 114 143 23 45
leaf_count=2688514 1022762 561483 902 109 33 25345 529 195 129 624 225 525 43 1152 2261 113 8555 2330 1149 27 59 267 243 56 34 175 114 143 23 45
internal_value=0 -68.2746 98.4733 3044.39 4557.44 5158.78 11057.4 26884.6 33821.9 26044.8 6836.21 14645.4 25437.1 -2357.15 -2750.93 36288 -1100.13 8322.83 -3468.49 33663.9 52922.8 22962 44589.5 61143.2 2255.84 38203.4 50880.5 71321.3 110887 -8414.36
internal_weight=0 1.62965e+06 1.06817e+06 45405 33262 32360 7015 1477 1282 1153 5538 3052 1867 1185 2486 1342 12143 2439 9704 1299 464 835 437 333 90 568 455 280 137 104
internal_count=4318164 1629650 1068167 45405 33262 32360 7015 1477 1282 1153 5538 3052 1867 1185 2486 1342 12143 2439 9704 1299 464 835 437 333 90 568 455 280 137 104
is_linear=0
shrinkage=0.1


Tree=2243
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 3 0 1 4 3 3 6 5 0 0 2 6 1 1 1 0 1 0 2 1 3 0 1 1 1
split_gain=1.28792e+12 2.07465e+13 2.66095e+13 5.96868e+13 5.91303e+13 5.54259e+13 4.32689e+13 3.49408e+13 3.42453e+13 2.78268e+13 2.92541e+13 3.16198e+13 2.48445e+13 2.43833e+13 3.11525e+13 2.24124e+13 2.66457e+13 2.21204e+13 2.27744e+13 2.16744e+13 4.25843e+13 2.50542e+13 2.15776e+13 2.03587e+13 1.9226e+13 4.74625e+13 2.89767e+13 1.9065e+13 4.11064e+13 1.77691e+13
threshold=62.385000000000012 62.995000000000012 37.767735350000002 30.410108300000001 55.851332700000007 4.5000000000000009 55.628356700000005 37.533784800000006 1.5000000000000002 10.500000000000002 13.500000000000002 1.5000000000000002 62.710000000000008 60.003414000000006 59.939091550000008 1.5000000000000002 1.5000000000000002 92.896330950000007 39.262370300000008 39.041623000000008 55.695992150000002 37.855187800000003 59.963407450000012 15.500000000000002 37.792847950000002 15.500000000000002 55.899899800000007 37.436176200000013 37.487839250000007 39.614024000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -5 27 -7 12 13 -12 -2 14 -11 -14 -17 18 19 20 23 24 -16 -4 25 -22 -26 -6 -29 -20
right_child=1 -3 17 4 7 8 -8 -9 -10 10 11 -13 15 -15 22 16 -18 -19 29 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-31.817882703718382 -11310.905479765099 40.884208819111564 2512.6187173942258 33725.824229029611 -21195.709013366701 96903.939384191181 215442.56296875002 -55128.958453442683 -4251.7500045776369 23684.562752016132 -6001.7241473542545 39593.300457326062 105410.42721774195 -10666.043124202806 192633.05249255954 50752.807869318181 -16857.767741147934 35404.244149674225 -19123.772686678607 33583.171401990752 -46827.388680959302 17918.685170767825 81412.829270327682 -35753.56817565918 137295.83478693184 117058.64679972333 31550.29590242347 146177.11352982954 -22559.199432663692 4151.8194402550171
leaf_weight=3223874 594 1078400 1061 38 832 34 20 332 2136 93 357 265 31 49 21 110 124 259 343 462 43 729 103 160 55 30 49 22 42 7496
leaf_count=3223874 594 1078400 1061 38 832 34 20 332 2136 93 357 265 31 49 21 110 124 259 343 462 43 729 103 160 55 30 49 22 42 7496
internal_value=0 93.7383 3680.76 -2184.1 -9799.13 -88.2278 96386.8 -27417.9 -2666.82 12880.3 25293.3 13423.8 48.3016 53048.3 67435.4 25510.1 14925 6536.09 5819.09 13950.9 9686.63 26112.7 100249 -2501.79 59861.1 20523 87473.4 -17150 35443.9 3133.38
internal_weight=0 1.09429e+06 15890 5203 3456 2228 58 1228 2170 1747 888 622 859 266 217 265 234 10687 10428 2589 2127 906 124 1221 177 73 104 896 64 7839
internal_count=4318164 1094290 15890 5203 3456 2228 58 1228 2170 1747 888 622 859 266 217 265 234 10687 10428 2589 2127 906 124 1221 177 73 104 896 64 7839
is_linear=0
shrinkage=0.1


Tree=2244
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 6 6 5 5 5 5 5 5 2 3 4 5 5 5 3 3 3 0 0 5 0 1 0 3 5
split_gain=1.18424e+12 1.42598e+13 2.132e+13 2.09208e+13 1.29792e+13 2.25891e+13 1.99636e+13 5.06731e+13 8.29551e+13 1.88976e+13 1.18513e+13 1.11414e+13 8.81447e+12 2.15151e+13 1.63533e+13 2.03667e+13 4.17226e+13 1.2703e+13 1.10868e+13 8.00997e+12 2.95837e+13 7.98726e+12 7.56878e+12 3.69394e+13 3.00264e+13 3.04537e+13 2.7115e+13 2.65966e+13 2.47965e+13 4.05608e+13
threshold=92.928903050000017 92.896330950000007 56.093493200000005 56.028355650000009 18.500000000000004 1.5000000000000002 1.5000000000000002 82.00500000000001 81.910000000000011 94.040000000000006 80.00500000000001 70.50500000000001 120.05000000000001 4.5000000000000009 13.500000000000002 3.5000000000000004 137.05000000000004 132.05000000000004 116.06000000000002 8.5000000000000018 5.5000000000000009 9.5000000000000018 52.719210700000012 56.028355650000009 92.035000000000011 55.141517900000004 103.85249100000001 56.197733450000008 14.500000000000002 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 11 19 -4 -8 18 17 15 -15 -17 -14 -5 20 -7 -12 26 24 -24 -26 -2 28 -25 -30
right_child=22 2 10 12 6 9 7 -9 -10 -11 21 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=-3.1169552334025052 10307.622753574007 68438.464571982942 -1152.9721174765025 8467.1815238948475 -829.25669642253729 -6444.9631942823753 36210.964099542027 159891.98151041669 -151843.8125 -84470.79031723486 -3987.9160900622819 130583.09412286931 -713.41989667338714 108584.41969288792 -21588.428285845588 -83339.763071986614 81500.381181066186 -81302.117482311325 52360.374137931038 -20068.350528848052 88375.114476102943 -36099.739409641967 -5496.6641348415651 3691.8543901498365 55930.447478693182 -72223.395664228025 -128.64719322201623 -1778.8452506903247 19505.825870107896 164133.49976562499
leaf_weight=4219079 2627 38 4037 7344 289 1021 29 30 23 33 143 22 31 29 85 28 34 53 58 396 34 169 11674 7924 22 118 47576 14561 637 20
leaf_count=4219079 2627 38 4037 7344 289 1021 29 30 23 33 143 22 31 29 85 28 34 53 58 396 34 169 11674 7924 22 118 47576 14561 637 20
internal_value=0 7.42781 3202.12 5838.82 -3510.11 -7693.49 12691.2 50262.5 5818.09 -9642.96 -2604.2 76920.5 8175.44 -9921.91 9951.31 39411.5 7056.45 -51561.1 8811.12 -7941.16 -3389.15 -21381.8 -369.215 -1499.02 -6048.75 -52084.9 417.457 823.627 5239.73 23908.5
internal_weight=0 4.233e+06 13926 9577 1915 1522 393 104 74 1484 4349 51 7662 260 176 91 62 84 7402 1451 1055 312 85159 34956 11814 140 50203 23142 8581 657
internal_count=4318164 4233005 13926 9577 1915 1522 393 104 74 1484 4349 51 7662 260 176 91 62 84 7402 1451 1055 312 85159 34956 11814 140 50203 23142 8581 657
is_linear=0
shrinkage=0.1


Tree=2245
num_leaves=31
num_cat=0
split_feature=1 3 3 5 1 2 6 0 6 2 0 0 0 1 1 5 1 5 0 5 5 0 0 0 5 1 2 5 5 5
split_gain=1.20313e+12 7.98724e+12 1.92878e+13 3.38846e+13 4.46051e+13 4.82142e+13 2.6543e+13 2.16851e+13 2.10721e+13 2.02906e+13 3.29707e+13 5.55886e+13 2.48985e+13 7.68456e+13 1.96326e+13 2.39001e+13 1.94044e+13 1.73785e+13 1.63148e+13 2.11431e+13 1.59649e+13 1.51439e+13 1.4152e+13 2.24268e+13 1.38674e+13 3.08458e+13 1.35172e+13 2.23615e+13 1.31327e+13 1.80526e+13
threshold=83.000022850000008 8.5000000000000018 5.5000000000000009 100.05000000000001 83.663637000000008 2.5000000000000004 1.5000000000000002 56.054485600000007 1.5000000000000002 4.5000000000000009 52.056565900000003 53.340367100000002 55.975961550000008 92.896330950000007 83.761389800000003 128.92000000000004 92.815157350000007 56.205000000000005 54.484631300000011 142.05000000000004 13.050000000000002 56.009576300000013 54.920670650000005 54.811549550000009 225.45000000000002 92.815157350000007 3.5000000000000004 161.85000000000002 39.995000000000012 59.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 22 7 17 16 10 -10 14 18 -14 -12 -16 -6 -4 19 -13 -8 -19 23 -5 28 -26 27 -7 -3 -30
right_child=1 24 3 4 8 26 20 -9 9 -11 11 12 13 -15 15 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=19.854900133892542 212.74014071361751 -1245.5030096124524 -748.66359796013978 -28297.502715773811 -131258.53513299851 -140138.99009375001 91729.611507161462 33104.467682869203 -65397.660248161759 -8452.5766107794952 190294.28348214287 -30345.898901367189 148951.5064144737 -65146.023408203131 142545.50968750002 18305.962353515624 -14424.057821377843 -23116.903669722364 -91847.456850961549 88378.130781250016 10005.418192519362 -112442.28867187501 -43545.303283110123 103138.9739889706 117182.62590332032 -10664.659264075239 -47320.477397365205 -36776.470486111117 777.5045423059388 -863.61557410691694
leaf_weight=3782924 136229 121703 617 21 21 50 24 124 34 356 21 60 38 30 30 32 44 372 26 20 5957 20 21 34 32 46 153 36 142644 126445
leaf_count=3782924 136229 121703 617 21 21 50 24 124 34 356 21 60 38 30 30 32 44 372 26 20 5957 20 21 34 32 46 153 36 142644 126445
internal_value=0 -140.329 495.298 5223.53 -11756.3 -43088.6 7674.79 -6359.49 2105.56 7558.35 27145.6 39388.7 7267.54 54496.7 106727 78421.9 -52170.6 -11209.4 -23030.4 -664.891 10333.4 -27674.3 26289.8 52954.1 -375.101 41785.5 -65150.4 -96871 -383.516 6.34172
internal_weight=0 535240 144370 8141 1027 315 7114 1133 712 647 291 257 174 68 83 62 65 1009 106 80 5981 392 76 55 390870 78 239 86 390792 269089
internal_count=4318164 535240 144370 8141 1027 315 7114 1133 712 647 291 257 174 68 83 62 65 1009 106 80 5981 392 76 55 390870 78 239 86 390792 269089
is_linear=0
shrinkage=0.1


Tree=2246
num_leaves=31
num_cat=0
split_feature=4 0 5 0 2 3 1 3 2 3 6 2 3 1 3 5 5 1 2 6 0 3 3 2 3 0 5 2 1 5
split_gain=1.38687e+12 7.9974e+12 9.95083e+12 1.39088e+13 2.72421e+13 1.5702e+13 3.0049e+13 1.31159e+13 2.506e+13 2.46782e+13 2.33435e+13 3.23579e+13 2.13825e+13 1.11207e+13 4.02452e+13 2.43156e+13 1.62407e+13 1.32915e+13 1.30028e+13 1.20339e+13 1.91814e+13 1.00457e+13 1.39513e+13 1.01591e+13 9.55745e+12 9.20333e+12 1.49167e+13 1.75205e+13 2.39573e+13 1.48215e+13
threshold=1.0000000180025095e-35 55.055104550000003 84.030000000000015 55.141517900000004 1.5000000000000002 9.5000000000000018 82.888608650000023 16.500000000000004 6.5000000000000009 10.500000000000002 1.5000000000000002 10.500000000000002 21.500000000000004 34.359746700000009 5.5000000000000009 132.05000000000004 142.05000000000004 43.94115175000001 2.5000000000000004 1.5000000000000002 55.834684950000003 15.500000000000002 12.500000000000002 8.5000000000000018 29.500000000000004 55.039751500000008 33.005000000000003 23.500000000000004 82.945329900000004 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 4 -4 6 -6 8 9 13 12 -12 -9 14 15 -5 18 -18 -15 -20 -21 22 23 -10 25 -1 -27 29 -29 -28
right_child=-2 2 3 7 5 -7 -8 10 21 -11 11 -13 -14 16 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=547.71367494756032 -13.877179634498901 -630.84364706031613 72376.728983191293 -117014.4057112069 -4937.6019642857145 -4786.617611094418 -143924.06223493305 -117502.33898550182 137575.32854492188 -70225.726234879039 113229.95556955645 -17839.737613932291 -8070.4237467447929 59547.515833782323 103874.87141644023 13633.380943080359 37976.188494318187 150614.44078124998 58971.173995267425 34530.056813616073 -66260.720503048782 125688.86965144231 -13191.039843750001 45564.95552083334 -36820.561721622245 13615.908198197551 2090.7287662828153 139451.405 18203.536370849612 -21634.365185048631
leaf_weight=151711 4073891 87361 33 29 35 117 28 26 20 31 31 48 57 58 23 28 22 20 26 35 41 26 22 30 68 1422 2523 20 88 294
leaf_count=151711 4073891 87361 33 29 35 117 28 26 20 31 31 48 57 58 23 28 22 20 26 35 41 26 22 30 68 1422 2523 20 88 294
internal_value=0 231.438 -530.063 10671.4 -11146.9 -26459.6 -66709.4 18781.8 28280.4 14463.5 -5316.38 33592.7 -42350.3 23773.3 -7782.01 -52836.5 36270.5 91613.5 21742.9 246.206 -19843.9 72409.8 53170.2 82369.1 661.373 677.705 5214.44 1130.03 40656.8 -385.373
internal_weight=0 244273 88147 786 213 180 63 573 411 313 162 79 83 282 80 57 202 42 160 102 76 98 72 50 156126 156058 4347 2925 108 2817
internal_count=4318164 244273 88147 786 213 180 63 573 411 313 162 79 83 282 80 57 202 42 160 102 76 98 72 50 156126 156058 4347 2925 108 2817
is_linear=0
shrinkage=0.1


Tree=2247
num_leaves=31
num_cat=0
split_feature=3 2 5 2 5 0 5 1 1 5 1 5 4 1 5 0 0 5 5 0 0 0 1 1 1 5 5 5 1 1
split_gain=1.16681e+12 1.0316e+13 1.39832e+13 1.56823e+13 1.43528e+13 4.09658e+13 2.29173e+13 1.98122e+13 2.95275e+13 1.92455e+13 2.24996e+13 1.73247e+13 1.66451e+13 3.02964e+13 3.71789e+13 4.59219e+13 2.9227e+13 3.77421e+13 5.5803e+13 3.61799e+13 2.51636e+13 4.50048e+13 3.98584e+13 2.80176e+13 6.00762e+13 3.42539e+13 6.88295e+13 3.35862e+13 2.90741e+13 2.86176e+13
threshold=4.5000000000000009 3.5000000000000004 59.510000000000012 5.5000000000000009 177.02500000000003 43.592450450000008 150.04500000000004 39.080602550000002 30.346469350000003 142.05000000000004 30.346469350000003 161.85000000000002 2.5000000000000004 61.880021000000006 101.05000000000001 54.920670650000005 59.932719750000011 85.91500000000002 67.520000000000024 57.945214300000011 59.932719750000011 59.939091550000008 30.332994000000003 37.752451500000006 37.889331900000009 86.810000000000016 93.00500000000001 137.05000000000004 37.869926150000005 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 9 8 11 12 -11 -8 16 20 -15 -16 19 18 -18 -4 23 22 -22 29 25 28 -27 -26 -25 -14
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 -12 -13 13 14 15 -17 17 -19 -20 -21 21 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-1.2990484009554815 15.967256227211047 -557.11175162009692 -13127.942591959638 83418.018007812498 138535.29789663464 3594.0885198353299 -7942.6819893973216 -98825.229386393228 54236.181107954544 -42013.796056547624 80294.535218897407 -136393.91093750001 14942.820950589006 4804.9535414384054 -50297.551562500004 83329.063397542937 -10872.078029214183 70412.498617788471 -109193.92432002316 20115.352037992932 146966.2679513889 2508.2454973759541 3507.2366498161764 -11807.302804432744 -5593.8153264005559 178200.9056682181 -10218.807788825758 -117587.50224247685 100170.31096585182 -27105.113416603082
leaf_weight=337917 3945856 24710 2445 20 26 167 21 48 33 21 53 21 191 820 32 131 124 26 108 378 45 393 34 92 3253 47 33 27 31 1061
leaf_count=337917 3945856 24710 2445 20 26 167 21 48 33 21 53 21 191 820 32 131 124 26 108 378 45 393 34 92 3253 47 33 27 31 1061
internal_value=0 -169.227 -1819.24 -5040.73 -5223.85 21772.7 -5774.16 -48657.6 -16550.3 -5209.73 45585.4 -72168.3 -5615.17 -2625.79 13475.7 57095.6 -11621.1 -43838.6 -56642.6 -8676.66 -5665.51 16352.7 85224.4 -7860.35 -3248.44 49543 100478 -6515.71 16414.7 -20690.5
internal_weight=0 372308 34391 9681 9661 193 9468 123 75 9345 74 42 9271 6190 983 163 3081 258 232 2823 5207 472 79 4735 3483 203 80 3280 123 1252
internal_count=4318164 372308 34391 9681 9661 193 9468 123 75 9345 74 42 9271 6190 983 163 3081 258 232 2823 5207 472 79 4735 3483 203 80 3280 123 1252
is_linear=0
shrinkage=0.1


Tree=2248
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 3 1 0 3 0 1 0 0 1 1 4 1 0 1 1 2 4 1 6 0 0 3 3 2 5
split_gain=1.21077e+12 1.74654e+13 4.63638e+13 5.79211e+13 5.68375e+13 3.95526e+13 3.53271e+13 7.52593e+13 9.45631e+13 1.45658e+14 8.50685e+13 6.26919e+13 5.40872e+13 4.89292e+13 3.69133e+13 3.26271e+13 3.07837e+13 3.06969e+13 7.47073e+13 3.0344e+13 2.66554e+13 2.63839e+13 2.53537e+13 7.22386e+13 2.71372e+13 2.23135e+13 5.27209e+13 8.12494e+13 5.82802e+13 5.66562e+13
threshold=62.385000000000012 64.020000000000024 9.5000000000000018 59.820733200000006 60.063729500000008 4.5000000000000009 30.315880100000005 59.939091550000008 15.500000000000002 60.003414000000006 30.243224600000001 59.963407450000012 59.990816400000007 30.226173900000003 83.663637000000008 2.5000000000000004 83.011163250000024 59.982527000000012 30.160599000000001 30.451272450000005 6.5000000000000009 3.5000000000000004 83.003420700000007 1.5000000000000002 55.020029900000004 59.932719750000011 6.5000000000000009 8.5000000000000018 2.5000000000000004 62.710000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 5 -5 7 -4 9 10 17 -12 -10 -11 16 -14 22 18 -9 -2 -18 25 -8 -24 -25 -7 28 29 -27 -28
right_child=1 -3 6 4 -6 21 14 8 12 13 11 -13 15 -15 -16 -17 20 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-30.850186058030648 20910.922088988802 -66.377802256844859 -3316.0190745096111 21172.926389203756 6839.5158826317056 -14495.342542070095 -826.96896814633806 105301.40147058824 -69641.205364912967 -93413.800753429328 225240.40636815201 91012.642947938017 13817.679207187228 28049.455923356683 14709.910132806232 140268.78683035713 -3686.1856883789292 114327.03381177328 -113179.39870689657 3879.8288907422066 -18553.551947558099 91168.397890624998 27439.596255012864 -4006.2278008879475 29757.716555480958 56740.072192382817 5227.4490056818186 -30583.130979903901 -38065.096256563258 -141378.98368916984
leaf_weight=3223874 1068 947470 1685 224 1426 1078 76193 34 79 43 81 61 720 145 1538 21 4326 43 29 51095 1672 20 1239 2819 260 112 33 491 154 131
leaf_count=3223874 1068 947470 1685 224 1426 1078 76193 34 79 43 81 61 720 145 1538 21 4326 43 29 51095 1672 20 1239 2819 260 112 33 491 154 131
internal_value=0 90.8873 1105.76 3374.31 -8770.32 -18694.4 -286.261 10495.1 29023.4 66653 116977 167579 9015.51 267.966 -646.385 17401.3 -919.397 49189.7 4730.87 4228.53 -7830.61 -23117.5 -404.518 7049.82 -1155.1 -24260.9 -35691.2 -50938.1 1852.87 -111879
internal_weight=0 1.09429e+06 146820 55832 3669 2243 90988 2941 1256 436 248 142 820 188 88047 741 86509 106 63 52163 5998 2019 80511 4318 3079 1999 921 655 266 164
internal_count=4318164 1094290 146820 55832 3669 2243 90988 2941 1256 436 248 142 820 188 88047 741 86509 106 63 52163 5998 2019 80511 4318 3079 1999 921 655 266 164
is_linear=0
shrinkage=0.1


Tree=2249
num_leaves=31
num_cat=0
split_feature=5 1 1 5 5 3 0 1 1 0 0 5 0 5 3 6 0 3 3 3 3 0 0 4 3 1 1 3 5 0
split_gain=1.21065e+12 1.19024e+13 3.11667e+13 2.40775e+13 3.66532e+13 2.53372e+13 2.42856e+13 5.66666e+13 2.16247e+13 7.86364e+13 3.36018e+13 2.84569e+13 4.03641e+13 3.07552e+13 4.03303e+13 3.31309e+13 5.36504e+13 7.22612e+13 3.7692e+13 2.50428e+13 3.14054e+13 2.05854e+13 2.8623e+13 4.42034e+13 3.24305e+13 2.06427e+13 2.01027e+13 3.20794e+13 2.20031e+13 2.00855e+13
threshold=39.005000000000003 30.451272450000005 37.362912300000012 30.025000000000002 35.505000000000003 25.500000000000004 54.811549550000009 37.275078000000001 37.457850350000008 55.975961550000008 55.924336300000007 38.455000000000005 55.601678500000013 35.985000000000007 24.500000000000004 1.5000000000000002 55.619594000000006 14.500000000000002 16.500000000000004 18.500000000000004 20.500000000000004 55.755036050000008 55.851332700000007 1.5000000000000002 11.500000000000002 37.39371280000001 37.39371280000001 14.500000000000002 37.505000000000003 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 10 11 13 -13 -4 15 16 17 -15 -19 -14 -21 -17 23 24 -23 -24 29 28 -28 -18
right_child=-2 2 8 4 -6 -7 7 -9 -10 -11 -12 12 19 14 -16 21 26 18 -20 20 -22 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=1073.8566340035873 -32.740313743885771 1395.3491380620326 3341.9202285018728 -874.17705487352396 -296.27582832698761 12803.060022799429 -5711.5233213787069 -22193.519717505544 67.010313165921033 -20260.675670607321 54578.894297088846 23337.245620461741 -28789.13159581945 22312.771752650991 34076.616357646148 -6053.5413679174781 61978.996208471181 153002.72782411319 56662.128313802081 68386.290586577874 -9302.7268016750531 -62503.020285560342 -51549.460754870131 -71490.5819911859 46967.016803521052 4869.783476030856 68101.960081670069 -26967.229598818391 -3105.413587908879 1823.2043997764588
leaf_weight=110592 3123815 16447 11497 7573 27668 753 20064 2328 990105 1298 137 310 712 438 762 1398 98 74 90 61 354 29 77 39 405 411 73 321 107 128
leaf_count=110592 3123815 16447 11497 7573 27668 753 20064 2328 990105 1298 137 310 712 438 762 1398 98 74 90 61 354 29 77 39 405 411 73 321 107 128
internal_value=0 85.6322 -15.2112 -1984.29 -2936.31 -5314.21 -5769.49 -7425.09 130.837 3488.89 5248.32 4859.56 -8618.59 6074.09 13132.9 8805.59 21433.2 43512.9 100133 -17408.6 2116.62 1691.5 12958.5 30488.2 39652.2 -4032.43 3149.92 -8018.6 25773.1 27908.5
internal_weight=0 1.19435e+06 1.08376e+06 74833 58386 30718 29965 22392 1.00892e+06 18819 17521 17384 1437 15947 4450 3688 1329 602 164 1127 415 2359 961 473 434 488 727 501 180 226
internal_count=4318164 1194349 1083757 74833 58386 30718 29965 22392 1008924 18819 17521 17384 1437 15947 4450 3688 1329 602 164 1127 415 2359 961 473 434 488 727 501 180 226
is_linear=0
shrinkage=0.1


Tree=2250
num_leaves=31
num_cat=0
split_feature=1 0 1 3 6 3 3 5 3 3 3 0 0 3 5 6 6 0 0 3 3 1 1 3 1 0 2 1 5 5
split_gain=1.50273e+12 2.01777e+13 5.50407e+13 5.36896e+13 5.46062e+13 5.01377e+13 4.16647e+13 3.61582e+13 3.37506e+13 6.08125e+13 7.20006e+13 3.5015e+13 3.29962e+13 8.05489e+13 5.71232e+13 5.41497e+13 3.26546e+13 2.76868e+13 4.64994e+13 6.40731e+13 1.08124e+14 1.33352e+14 1.07423e+14 1.04372e+14 9.51448e+13 1.16719e+14 9.35578e+13 8.79435e+13 1.64289e+14 1.0577e+14
threshold=30.425002000000003 60.063729500000008 30.207352000000004 5.5000000000000009 1.5000000000000002 23.500000000000004 4.5000000000000009 58.305000000000007 15.500000000000002 13.500000000000002 12.500000000000002 60.693675950000006 60.693675950000006 7.5000000000000009 68.00500000000001 1.5000000000000002 1.5000000000000002 59.916647550000008 59.863160500000006 10.500000000000002 9.5000000000000018 30.323743050000001 30.305955500000003 17.500000000000004 30.278357500000002 59.882016200000002 4.5000000000000009 30.315880100000005 70.50500000000001 61.020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 6 7 -3 -4 9 10 12 -11 13 15 -15 -5 -10 18 -1 20 21 22 -20 24 25 -21 -24 29 -29 -22
right_child=-2 2 5 8 -6 -7 -8 -9 16 11 -12 -13 -14 14 -16 -17 -18 -19 19 23 27 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-111.13265551358411 17.096307762221635 -38061.85740998097 -11544.603032820931 -24805.83035816866 -6454.9264136665315 -2730.4522167013824 80107.297048781998 -33996.775162840837 -41069.033871527783 87137.869067766296 -126353.71375 -32605.9545968192 -2069.1049647494342 5319.9352367946085 89338.316682235061 114966.72479345703 21333.378686056927 831.48431623762372 -5707.2814757775159 6055.0415555075751 -21205.939212381694 -18342.105855361337 5316.6921288849881 -6963.3569738163687 13708.306890031856 -74248.219009164663 43703.268290621265 -32961.076563763338 51233.57121908413 -79014.977105438942
leaf_weight=117435 3983587 39 2463 34 3253 5484 127 1012 180 191 35 28 497 672 92 150 157 170682 5922 493 733 5073 1952 8951 6034 286 941 773 331 557
leaf_count=117435 3983587 39 2463 34 3253 5484 127 1012 180 191 35 28 497 672 92 150 157 170682 5922 493 733 5073 1952 8951 6034 286 941 773 331 557
internal_value=0 -203.554 -3863.55 4055.66 -3600.08 -8685.44 52344.7 -18083.2 16911.7 22645.9 15368.2 71828.2 18801 29742.3 15437.3 89139.2 -11997.3 -38.7782 -1032.47 -4408.78 -8808.56 -5425.19 2008.44 135.566 9462.21 -23427.3 17802.6 -28436 -7717.93 -46166.9
internal_weight=0 334577 14414 5455 3419 8959 166 3475 2036 1699 1480 219 1445 948 764 184 337 320163 149481 32046 16282 13888 8815 15764 6813 779 2893 2394 1104 1290
internal_count=4318164 334577 14414 5455 3419 8959 166 3475 2036 1699 1480 219 1445 948 764 184 337 320163 149481 32046 16282 13888 8815 15764 6813 779 2893 2394 1104 1290
is_linear=0
shrinkage=0.1


Tree=2251
num_leaves=31
num_cat=0
split_feature=0 6 0 1 1 3 1 3 1 3 3 0 3 2 1 3 5 4 5 5 3 1 3 1 5 5 3 4 5 5
split_gain=1.27353e+12 1.73959e+13 4.46517e+13 1.20264e+14 2.8037e+14 1.4367e+14 7.05417e+13 8.6203e+13 5.73039e+13 9.36828e+13 2.12916e+14 2.01871e+14 1.40191e+14 1.47142e+14 1.65732e+14 9.60561e+13 1.04075e+14 9.18695e+13 8.27045e+13 1.7278e+14 7.12442e+13 6.34524e+13 1.22926e+14 1.03569e+14 6.84238e+13 6.34178e+13 6.10591e+13 9.58432e+13 8.40266e+13 7.22393e+13
threshold=59.939091550000008 1.5000000000000002 59.963407450000012 30.243224600000001 30.226173900000003 10.500000000000002 30.160599000000001 14.500000000000002 30.332994000000003 17.500000000000004 9.5000000000000018 59.950068600000009 18.500000000000004 11.500000000000002 30.315880100000005 21.500000000000004 57.995000000000012 2.5000000000000004 62.385000000000012 59.245000000000012 6.5000000000000009 30.346469350000003 12.500000000000002 30.362552800000003 55.990000000000002 42.405000000000008 8.5000000000000018 2.5000000000000004 62.710000000000008 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 10 11 -5 13 14 -11 16 -14 -15 19 -16 -13 22 -10 -23 -24 -12 27 28 -22 -29
right_child=1 -3 -4 8 5 -7 -8 -9 21 12 25 20 15 17 18 -17 -18 -19 -20 -21 26 23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=13.443426178237011 72400.192399925159 396.39024309250681 -485.22380110735912 -53793.226430850737 282838.15427476418 70015.400536491303 -38451.854225570438 4373.403248352136 5871.6723916330648 -107544.32219655107 -26558.116809682153 120624.66649682971 -12355.055681715747 4145.6673887148008 109772.18811905084 8058.030361106179 -110480.3908667652 -195180.40060483874 181712.39472853535 -143059.27812500001 18286.97201283773 -175807.02452256947 38349.610979729732 -5277.367384049383 218507.74965720662 -60956.691948074069 51277.330600243287 178489.69913903062 -52085.061700118218 11525.215589488638
leaf_weight=4068831 214 161541 76483 497 53 79 315 1438 310 41 895 69 260 91 174 605 185 31 99 32 384 36 37 3329 49 1336 342 49 304 55
leaf_count=4068831 214 161541 76483 497 53 79 315 1438 310 41 895 69 260 91 174 605 185 31 99 32 384 36 37 3329 49 1336 342 49 304 55
internal_value=0 -219.381 -1352.43 -7217.34 14383.9 155467 4916.25 13185.6 -12140.4 -18693.6 -26841.7 -180.626 2406.63 47925.9 81221.6 -17882 -53148.7 -46502.8 106597 70497.4 21968.6 -2645.94 35217.3 -7101.76 140998 -47157.2 15965.7 717.45 -12807.6 90191.2
internal_weight=0 249333 87792 11309 2099 132 1967 1652 9210 5449 3931 1700 1518 468 346 1050 445 122 305 206 1203 3761 396 3365 86 2231 1134 792 688 104
internal_count=4318164 249333 87792 11309 2099 132 1967 1652 9210 5449 3931 1700 1518 468 346 1050 445 122 305 206 1203 3761 396 3365 86 2231 1134 792 688 104
is_linear=0
shrinkage=0.1


Tree=2252
num_leaves=31
num_cat=0
split_feature=1 5 0 4 3 3 5 1 1 0 5 4 0 5 0 3 1 2 0 1 3 1 3 1 5 2 1 0 5 5
split_gain=1.26767e+12 9.1986e+12 2.3144e+13 2.63554e+13 4.11944e+13 3.09397e+13 2.7649e+13 1.93936e+13 3.42248e+13 1.95183e+13 2.73704e+13 1.85273e+13 4.61175e+13 6.05987e+13 7.2915e+13 6.8806e+13 8.50133e+13 9.02633e+13 8.0622e+13 2.13284e+14 1.32987e+14 1.3613e+14 1.0085e+14 7.9166e+13 1.03445e+14 8.0348e+13 7.90059e+13 9.44831e+13 7.60886e+13 7.01962e+13
threshold=38.781124500000011 31.795000000000005 55.299834250000011 1.0000000180025095e-35 22.500000000000004 5.5000000000000009 28.810000000000006 37.275078000000001 37.533784800000006 55.826364100000013 21.015000000000004 1.5000000000000002 55.349623500000007 44.605000000000011 59.932719750000011 7.5000000000000009 30.226173900000003 4.5000000000000009 59.950068600000009 30.305955500000003 9.5000000000000018 30.388336800000001 8.5000000000000018 30.346469350000003 52.710000000000008 2.5000000000000004 30.102666750000001 60.003414000000006 66.50500000000001 56.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6 9 10 -9 12 -3 -14 -15 16 17 26 19 28 21 -21 23 24 -20 -26 -16 -28 -17 -22
right_child=-2 11 3 4 7 6 -8 8 -10 -11 -12 -13 13 14 15 18 -18 -19 22 20 29 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2812.0557558699438 -35.665411816934345 1786.7934123685609 -256.69260475077465 1551.4869559887391 -7674.5831226356058 2573.9280084517377 9433.8950252440263 6003.6383582290337 -4691.7184337408435 -1723.1398033018813 38711.746554759695 299.38502680438518 -437.62141556535602 -6073.6663310706026 14494.87264535897 -34606.830298488749 8527.8803252620637 186193.78290625001 -13742.151348682575 117201.68170747695 11263.58509757707 -83775.171934107726 -1704.326825946587 84695.058264973966 19677.872444661461 -122780.53515797842 260101.1399902344 53585.674989149302 74548.896116071424 77424.302038951762
leaf_weight=14824 3012745 72240 51446 25183 4783 10107 14033 539 3134 557 487 743845 309671 41785 269 728 1324 50 314 298 925 38 8152 45 48 226 32 72 70 194
leaf_count=14824 3012745 72240 51446 25183 4783 10107 14033 539 3134 557 487 743845 309671 41785 269 728 1324 50 314 298 925 38 8152 45 48 226 32 72 70 194
internal_value=0 82.3113 897.711 1396.43 2842.24 4003.64 6561.75 -3187.64 1362.08 13347.3 21528.8 -4.1061 -521.312 -979.079 -4051.71 2556.61 20996.6 60024.1 -361.92 16514.2 39300.2 94472.2 -4689.96 -43140 -52923.3 -97824.3 43111.3 117129 -25031.8 22733.8
internal_weight=0 1.30542e+06 125093 110269 58823 49323 24140 9500 4717 1583 1026 1.18033e+06 436481 364241 54570 12785 1747 423 11038 2253 1455 336 8785 633 588 274 373 104 798 1119
internal_count=4318164 1305419 125093 110269 58823 49323 24140 9500 4717 1583 1026 1180326 436481 364241 54570 12785 1747 423 11038 2253 1455 336 8785 633 588 274 373 104 798 1119
is_linear=0
shrinkage=0.1


Tree=2253
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 0 5 1 3 1 3 1 0 3 0 5 3 4 5 1 4 0 2 5 5 1 0 5 5 5
split_gain=1.43095e+12 1.04018e+13 1.36603e+14 5.5674e+13 4.6807e+13 4.19482e+13 4.13818e+13 4.08199e+13 6.97399e+13 7.32131e+13 8.90588e+13 6.33078e+13 9.4921e+13 8.0611e+13 5.1708e+13 5.09466e+13 4.52968e+13 5.18842e+13 4.04021e+13 3.78911e+13 3.76168e+13 3.75805e+13 3.5622e+13 3.47649e+13 3.46017e+13 3.42217e+13 6.39973e+13 6.07674e+13 3.376e+13 3.37455e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 47.272352350000006 105.35000000000001 45.254062050000009 109.05000000000001 39.666208800000007 14.500000000000002 39.714575750000009 22.500000000000004 39.718803500000007 47.222459950000008 20.500000000000004 47.222459950000008 56.005000000000003 20.500000000000004 2.5000000000000004 72.010000000000005 39.488326500000007 2.5000000000000004 47.228519500000004 5.5000000000000009 19.650000000000002 104.75000000000001 39.739656000000004 47.222459950000008 120.05000000000001 88.015000000000015 48.035000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 19 -2 -7 28 15 10 14 13 -13 18 -10 23 -16 -18 -11 -4 -17 -19 24 -9 -22 26 -26 -27 -3 -21
right_child=1 3 4 -5 -6 6 -8 8 9 11 -12 12 -14 -15 16 20 17 21 -20 29 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-63.776659165989876 -156.90598781483467 161.15484187747353 24055.277670765572 53.727819764886299 -91140.263923273873 31299.782961335652 -74883.820207331722 126094.68242187501 48841.472108586837 -15841.931035579288 2048.6178048326806 57756.156650954035 1739.3688834284394 3339.6178197260811 9470.440415533958 36272.931551380709 24307.243230484892 -17778.631277901786 -46410.561723785118 -7723.8410061714576 19706.871072210219 109441.09813447839 3820.457506575442 5346.9690156910692 161674.62140625002 65107.755731670681 -6744.8115728021985 270216.84109375003 -25921.47947532565 -19786.693047867448
leaf_weight=1938624 291276 14369 294 2031380 74 623 39 24 623 2219 5155 312 9935 2375 2104 1322 605 28 537 6008 705 136 1239 3674 30 52 91 20 514 3777
leaf_count=1938624 291276 14369 294 2031380 74 623 39 24 623 2219 5155 312 9935 2375 2104 1322 605 28 537 6008 705 136 1239 3674 30 52 91 20 514 3777
internal_value=0 51.9592 -496.324 131.687 -11899.1 -99.7597 25044.3 3569.26 5625.61 3044.79 10404.2 -1095.3 3444.96 -10162.6 22724.9 14290.5 17061.6 37831 -21798.2 -11317.3 23014.2 87720.7 14812 6130.62 29977.4 67494.3 35012.1 122083 -739.636 -12380.1
internal_weight=0 2.37954e+06 302091 2.07745e+06 10153 291938 662 46069 31186 24029 8651 15378 10247 5131 3496 7157 2873 769 2756 10079 3459 164 2137 3698 898 193 121 72 14883 9785
internal_count=4318164 2379540 302091 2077449 10153 291938 662 46069 31186 24029 8651 15378 10247 5131 3496 7157 2873 769 2756 10079 3459 164 2137 3698 898 193 121 72 14883 9785
is_linear=0
shrinkage=0.1


Tree=2254
num_leaves=31
num_cat=0
split_feature=2 0 0 0 5 3 5 5 5 1 5 3 1 0 5 1 3 2 5 5 3 4 3 5 5 4 0 6 1 1
split_gain=1.31201e+12 6.32988e+12 1.35452e+13 3.87835e+13 3.153e+13 2.99389e+13 3.67529e+13 3.88763e+13 2.70686e+13 1.95087e+13 1.65982e+13 1.64546e+13 1.85926e+13 3.25267e+13 1.66421e+13 3.49926e+13 3.31883e+13 5.09153e+13 7.90303e+13 1.77159e+14 5.20369e+13 4.7014e+13 3.62356e+13 2.54311e+13 5.15083e+13 2.47516e+13 2.18967e+13 3.4527e+13 4.09041e+13 4.07993e+13
threshold=14.500000000000002 55.734663800000007 51.67657710000001 52.056565900000003 137.05000000000004 17.500000000000004 86.810000000000016 40.405000000000008 91.050000000000011 45.148007750000012 80.815000000000012 19.500000000000004 37.314272700000011 44.893607100000004 49.505000000000003 38.959914000000005 22.500000000000004 19.500000000000004 103.45000000000002 112.04500000000002 24.500000000000004 3.5000000000000004 24.500000000000004 77.715000000000018 116.06000000000002 3.5000000000000004 47.297889100000013 1.5000000000000002 39.188277450000008 39.188277450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 9 7 -7 -8 -4 -9 -2 13 -13 -14 16 -16 18 -18 -20 21 23 25 -19 -25 -21 -17 29 -29 -28
right_child=1 -3 3 -5 -6 6 8 10 -10 -11 -12 12 14 -15 15 26 17 20 19 22 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-16.064178811986288 2567.5844204382774 654.86148769768386 3384.4405798354587 -483.89956249269648 94142.492470366386 -9.530658724174387 118638.96697443182 -25040.14297566966 -2387.8825892857144 -18770.054817436026 -57988.014044117648 89961.896703259699 1481.2805642916255 -32109.303214285716 -2415.3963987680168 -6285.1869249613883 24855.458036824366 17101.18527018229 347618.40288461541 -68915.170240162042 -40581.772731909427 -99711.739813701934 150028.78380681819 146693.35426682694 -19640.393803879309 72254.253260869576 26473.822305920057 -10226.308148119824 51942.232208879024 -17229.181092353778
leaf_weight=3980118 31851 156623 1656 112294 29 678 33 1520 42 523 170 58 16449 35 1238 12383 454 144 26 27 202 26 22 52 29 23 309 166 292 692
leaf_count=3980118 31851 156623 1656 112294 29 678 33 1520 42 523 170 58 16449 35 1238 12383 454 144 26 27 202 26 22 52 29 23 309 166 292 692
internal_value=0 189.138 -212.923 -854.518 -9802.76 -10454.9 -18055.9 -20238.8 50863.9 -1933.05 -28354.4 950.752 -627.626 44021.1 -755.256 -3042.41 8544.36 22045 42435.2 123876 -2801.26 27603.8 43080.2 42315.8 87141.8 -3977.24 -4919.96 6667.16 29409.5 -3738.44
internal_weight=0 338046 181423 116945 4651 4622 2443 2368 75 2179 1690 64478 32627 93 32534 16085 2243 1005 552 98 453 251 72 225 81 50 13842 1459 458 1001
internal_count=4318164 338046 181423 116945 4651 4622 2443 2368 75 2179 1690 64478 32627 93 32534 16085 2243 1005 552 98 453 251 72 225 81 50 13842 1459 458 1001
is_linear=0
shrinkage=0.1


Tree=2255
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 6 3 5 3 5 3 3 3 3 0 5 0 6 3 4 5 3 6 5 3 0 5 0 5 5
split_gain=1.28158e+12 1.72414e+13 4.34802e+13 4.39099e+13 4.21328e+13 4.17098e+13 3.23896e+13 3.12396e+13 4.06095e+13 3.08482e+13 3.01006e+13 2.70381e+13 4.96531e+13 5.81352e+13 2.83926e+13 2.78682e+13 3.45722e+13 3.62655e+13 4.61163e+13 6.89752e+13 3.68765e+13 2.87255e+13 2.63556e+13 2.47701e+13 4.96894e+13 2.94567e+13 3.52349e+13 2.87768e+13 6.95259e+13 2.31484e+13
threshold=30.425002000000003 60.063729500000008 30.207352000000004 5.5000000000000009 26.500000000000004 1.5000000000000002 4.5000000000000009 81.00500000000001 14.500000000000002 99.555000000000021 21.500000000000004 15.500000000000002 13.500000000000002 12.500000000000002 60.693675950000006 59.245000000000012 60.693675950000006 1.5000000000000002 7.5000000000000009 2.5000000000000004 68.00500000000001 9.5000000000000018 1.5000000000000002 62.995000000000012 4.5000000000000009 60.693675950000006 67.520000000000024 60.693675950000006 86.810000000000016 55.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -4 9 -9 -10 12 13 15 -14 -5 17 -17 19 -19 -20 -22 -13 -7 25 26 -25 28 -26 -8
right_child=-2 2 4 11 -6 23 29 8 10 -11 -12 22 14 -15 -16 16 -18 18 20 -21 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-35.664733694337514 15.788263914328462 -34272.880861879006 -9724.8339555853217 6196.6916213506702 5992.9943863425397 -1699.8636058447523 33197.006346318492 -18977.795979817711 -137500.48366023935 105215.99827880861 -47419.161121715202 -36898.97399291992 78453.412092246814 -113696.89370535716 -29373.956762695314 1281.3653211805556 2658.8655660695044 225159.86475074405 9333.577991568689 24642.542941810345 60773.29660928416 205835.59080078127 19162.594799960192 -53666.199951171875 -99797.081111550637 -29277.919715909091 64971.129079483697 -19702.559840582773 82876.145194498706 119555.36712962965
leaf_weight=320163 3983587 39 6828 917 1764 2629 73 120 47 24 176 180 191 35 28 90 203 42 101 29 43 20 157 32 158 110 115 185 24 54
leaf_count=320163 3983587 39 6828 917 1764 2629 73 120 47 24 176 180 191 35 28 90 203 42 101 29 43 20 157 32 158 110 115 185 24 54
internal_value=0 -187.98 -3571.21 3467.39 -7856.9 -3456.07 45438.1 -11252.5 -39674.2 1721.17 -66404.9 15093.8 20226.1 13650 64667.3 16734.6 35036.1 55259.5 75931.9 143258 46784.5 106825 -10781.3 -5951.13 -23862.3 9859.11 39145.3 -47476.5 -75708.3 69916.3
internal_weight=0 334577 14414 5455 8959 3419 166 7195 367 144 223 2036 1699 1480 219 1445 528 325 235 71 164 63 337 3253 624 257 147 367 182 127
internal_count=4318164 334577 14414 5455 8959 3419 166 7195 367 144 223 2036 1699 1480 219 1445 528 325 235 71 164 63 337 3253 624 257 147 367 182 127
is_linear=0
shrinkage=0.1


Tree=2256
num_leaves=31
num_cat=0
split_feature=0 0 5 6 1 4 1 3 1 5 1 1 0 0 5 5 3 0 2 3 3 3 3 1 2 3 1 1 3 0
split_gain=1.30977e+12 1.62274e+13 3.08719e+13 2.82081e+13 5.72321e+13 3.98802e+13 2.86957e+13 3.31398e+13 2.90217e+13 3.57601e+13 2.93239e+13 2.41797e+13 6.0158e+13 3.82135e+13 2.17252e+13 4.20966e+13 4.44471e+13 3.48038e+13 2.09047e+13 2.63681e+13 6.3323e+13 2.0178e+13 2.55042e+13 2.01511e+13 2.1359e+13 2.00764e+13 1.9841e+13 2.56621e+13 1.96269e+13 1.90649e+13
threshold=54.947737500000009 54.942865800000007 103.45000000000002 1.5000000000000002 82.957885500000017 1.5000000000000002 82.95335685000002 5.5000000000000009 82.962740850000003 58.005000000000003 82.964402850000013 82.957885500000017 54.943968150000011 54.943649450000002 34.920000000000009 38.010000000000012 9.5000000000000018 54.945175000000006 6.5000000000000009 17.500000000000004 11.500000000000002 11.500000000000002 10.500000000000002 82.957885500000017 3.5000000000000004 11.500000000000002 82.97193200000001 83.093115700000013 17.500000000000004 54.947152850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 9 11 -10 12 13 -8 25 17 -17 -16 21 20 -20 22 -18 -11 -25 -6 -12 -28 -23 -14
right_child=-2 2 -4 6 14 -7 8 -9 10 23 26 -13 29 -15 15 16 18 -19 19 -21 -22 28 -24 24 -26 -27 27 -29 -30 -31
leaf_value=35.809380438007487 40.578394473011379 -3927.9048311965048 -119491.96917613636 -2007.3810355916057 -3580.8212975843253 -21934.835135715963 18192.925828911277 31898.621899464611 28699.47838822654 -36912.945629467606 -720.1976646782083 -6948.7383303524884 83100.241941437009 -19928.069374309311 16474.659234644787 -46762.457431739269 1759.7764366640572 83485.336190025264 280.88469057772949 -4857.365775305263 71575.494260937499 55261.627659574471 -35543.314605978259 1947.6233725705763 -18680.637125348803 33544.331210140306 -8829.2120174259562 37387.793900354904 8783.0151902678263 -4370.515045362903
leaf_weight=1363348 2798789 3400 22 715 16014 1927 544 483 307 441 16567 6735 127 509 357 198 47020 99 37065 12078 125 94 184 652 2181 147 5167 123 2715 31
leaf_count=1363348 2798789 3400 22 715 16014 1927 544 483 307 441 16567 6735 127 509 357 198 47020 99 37065 12078 125 94 184 652 2181 147 5167 123 2715 31
internal_value=0 -74.7481 -1040.79 -1024.08 -306.467 -10441.8 -3543.75 11662.6 -4089.44 -8233.44 -1991.64 -4609.61 8399.51 -234.032 158.585 708.695 569.737 31023 664.134 -797.868 520.514 2104.36 1614.37 -17028.5 -13933.2 -3243.13 -2422.72 -7754.6 10338.4 65938.3
internal_weight=0 1.51938e+06 156027 156005 121423 5327 34582 1198 33384 11220 22164 7946 1211 1053 116096 99935 99479 456 99281 49268 37190 50013 47204 3274 2833 16161 21857 5290 2809 158
internal_count=4318164 1519375 156027 156005 121423 5327 34582 1198 33384 11220 22164 7946 1211 1053 116096 99935 99479 456 99281 49268 37190 50013 47204 3274 2833 16161 21857 5290 2809 158
is_linear=0
shrinkage=0.1


Tree=2257
num_leaves=31
num_cat=0
split_feature=4 5 2 2 0 5 1 5 1 1 5 0 1 0 1 1 1 1 0 5 1 5 0 0 1 5 5 2 0 2
split_gain=1.33424e+12 8.33408e+12 1.22724e+13 1.61095e+13 2.41501e+13 3.58133e+13 2.25415e+13 2.24831e+13 2.11057e+13 2.08022e+13 4.05409e+13 2.0502e+13 4.71239e+13 1.5241e+13 1.74238e+13 1.5019e+13 3.80995e+13 2.53071e+13 1.92219e+13 1.60223e+13 2.61295e+13 2.64767e+13 2.15073e+13 2.07186e+13 1.58402e+13 1.46364e+13 1.64578e+13 1.44073e+13 1.2968e+13 1.95649e+13
threshold=-1.0000000180025095e-35 42.895000000000003 2.5000000000000004 4.5000000000000009 54.947737500000009 99.555000000000021 30.305955500000003 142.05000000000004 30.362552800000003 82.973038550000012 53.385000000000012 59.904813200000007 61.396377350000009 44.039893800000009 40.247294600000011 39.704585000000002 39.718803500000007 39.630124250000001 54.648549400000007 96.015000000000015 82.91993380000001 128.92000000000004 54.942865800000007 55.034903650000011 83.053286850000021 57.995000000000012 50.410000000000004 1.5000000000000002 59.950068600000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 7 6 -6 9 -8 10 13 12 -7 14 -4 17 -17 28 -18 22 21 -21 24 -22 -20 26 -11 -23 29 -3
right_child=-2 2 3 -5 5 11 8 -9 -10 25 -12 -13 -14 -15 -16 16 18 -19 19 20 23 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-32.704380692394828 -13.611310175303984 -33704.473127771766 -52192.813291807433 1517.7636912933242 -83300.696551724148 51257.269359756101 93302.345688657413 105352.69274553571 4504.9174999598608 2810.7386406393616 30411.291313520553 -142912.20109375002 -86062.561421203616 8394.6657526242234 34858.374919181035 105383.23940716912 -21347.214899050694 -106592.30802801724 12960.511117097702 111553.18506780661 -76969.933322832672 57858.382125000004 -1146.5719401793433 40621.588887392245 65103.920074869799 -11885.622079283547 88877.41531723486 -56012.394863281253 38349.827136479595 736.35872890409189
leaf_weight=203953 4073891 303 111 23920 29 41 27 28 3102 68 1110 20 64 211 29 34 430 29 261 53 31 25 9445 29 75 381 33 20 49 362
leaf_count=203953 4073891 303 111 23920 29 41 27 28 3102 68 1110 20 64 211 29 34 430 29 261 53 31 25 9445 29 75 381 33 20 49 362
internal_value=0 227.004 1540.7 2619.07 7633.01 2379.83 4457.79 16383 5271.15 15100.9 21044 -50117.6 -32442.4 -8579.02 -34160.8 -1281.86 -300.843 -15017.4 -647.381 248.174 31838.5 63658.5 -262.129 -20134 24599.7 -2913.56 30931.5 7249.15 -11298 -14956.2
internal_weight=0 244273 40320 29174 5254 3283 3158 1971 3129 1943 1461 125 105 351 140 11146 10403 743 10369 9939 158 98 9781 60 336 482 101 45 714 665
internal_count=4318164 244273 40320 29174 5254 3283 3158 1971 3129 1943 1461 125 105 351 140 11146 10403 743 10369 9939 158 98 9781 60 336 482 101 45 714 665
is_linear=0
shrinkage=0.1


Tree=2258
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 6 3 5 1 1 4 1 3 1 3 5 1 2 2 3 1 5 0 3 1 1 5 5 3 3
split_gain=1.28457e+12 6.23005e+12 2.91396e+13 2.26763e+13 2.26182e+13 4.32492e+13 3.72865e+13 4.01762e+13 3.46762e+13 3.20435e+13 2.66999e+13 2.65956e+13 2.37262e+13 2.30261e+13 3.01537e+13 2.91653e+13 2.57047e+13 1.99726e+13 1.95244e+13 1.95138e+13 4.10234e+13 2.807e+13 2.48416e+13 4.47103e+13 2.87985e+13 3.45925e+13 2.1014e+13 2.09693e+13 1.91319e+13 5.5086e+13
threshold=44.982728700000003 44.039893800000009 44.660994650000006 39.262370300000008 38.233559750000005 1.5000000000000002 8.5000000000000018 112.04500000000002 38.422276900000007 43.048525950000005 1.5000000000000002 39.143775600000005 20.500000000000004 43.048525950000005 12.500000000000002 89.00500000000001 39.110397700000007 8.5000000000000018 13.500000000000002 5.5000000000000009 43.048525950000005 79.010000000000005 44.226894250000008 3.5000000000000004 38.781124500000011 38.633372000000001 81.910000000000011 132.05000000000004 11.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 9 8 10 -7 11 12 28 -8 16 15 -15 18 -9 -12 21 -21 -10 -23 24 25 -24 -22 -25 29 -6
right_child=-2 2 -4 -5 5 6 7 17 19 -11 13 -13 -14 14 -16 -17 -18 -19 -20 20 26 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-40368.171950246906 12.950126431100177 228.91728309351072 -35629.500685943225 340.30576179026087 14197.3147175704 -26633.702825274551 2488.5491249860042 -36416.481271404111 -1555.6021842039381 30849.078445008749 -27580.373487659923 -3210.3281763802229 -76402.91013621795 -34304.316074379603 32571.561930338547 -151707.13771306819 -6192.5115141977567 -121117.90336805557 67754.904350142038 142.23922218303207 26135.970832608207 -4528.4427960978765 -37910.661221590912 -50036.25316303454 -19930.686464525308 121252.37208116321 85012.354139610397 -143849.33404447115 -18876.638819217682 99975.414945524288
leaf_weight=137 4087717 81363 239 114749 764 570 1692 73 20987 516 912 1872 39 554 66 22 2818 45 22 1171 285 710 22 285 184 36 77 26 128 83
leaf_count=137 4087717 81363 239 114749 764 570 1692 73 20987 516 912 1872 39 554 66 22 2818 45 22 1171 285 710 22 285 184 36 77 26 128 83
internal_value=0 -229.712 -748.14 291.761 -675.849 -2843.6 -4026.75 -10921.6 -2259.24 7920.57 -9808.11 3764.93 711.099 -13952.1 -31452.4 -38788.5 -10957.7 -68717.9 -25334.8 -1675.06 9237.62 -2426.93 -16905.6 -32796.8 -562.791 60880.2 38659.4 -57879.1 17157.4 22603
internal_weight=0 230447 115561 114886 115322 33959 30596 6243 24353 3363 6125 2847 1731 4394 642 576 3752 118 934 23783 1533 22250 1263 553 242 58 362 311 975 847
internal_count=4318164 230447 115561 114886 115322 33959 30596 6243 24353 3363 6125 2847 1731 4394 642 576 3752 118 934 23783 1533 22250 1263 553 242 58 362 311 975 847
is_linear=0
shrinkage=0.1


Tree=2259
num_leaves=31
num_cat=0
split_feature=1 3 6 0 0 0 5 5 5 5 0 0 6 0 6 0 3 5 5 4 3 0 0 3 5 3 3 0 3 3
split_gain=1.2401e+12 1.57864e+13 2.60391e+13 3.75841e+13 5.75716e+13 5.99525e+13 3.86865e+13 3.68163e+13 7.72616e+13 6.43989e+13 2.09922e+13 5.9749e+13 1.01932e+14 4.98458e+13 4.55317e+13 5.12205e+13 5.2443e+13 4.09023e+13 2.4686e+13 7.37043e+13 2.29236e+13 2.19851e+13 9.19397e+13 6.10774e+13 5.53782e+13 7.71875e+13 9.12757e+13 4.08105e+13 4.0111e+13 3.50941e+13
threshold=30.102666750000001 5.5000000000000009 1.5000000000000002 60.063729500000008 59.834458500000004 59.863160500000006 68.00500000000001 68.00500000000001 55.990000000000002 48.510000000000012 60.063729500000008 59.982527000000012 1.5000000000000002 60.052595500000002 1.5000000000000002 60.693675950000006 8.5000000000000018 69.610000000000014 63.455000000000005 2.5000000000000004 10.500000000000002 59.916647550000008 59.853570100000006 14.500000000000002 88.015000000000015 19.500000000000004 21.500000000000004 59.904813200000007 16.500000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -5 11 21 13 20 -12 16 18 -14 -16 -20 -13 22 -3 -23 25 -25 -27 -24 -26 -29
right_child=-2 10 -4 7 5 -7 -8 -9 -10 -11 14 12 17 -15 15 -17 -18 -19 19 -21 -22 23 27 24 28 26 -28 29 -30 -31
leaf_value=10480.686914126043 6.0627871156156052 1010.6919219156833 -4337.9539461933273 80194.807250576327 -62909.94675056704 2000.1688054435483 -203032.81650000002 -65913.357812500006 196015.5261513158 -110374.806375 -18521.242865721386 131590.65607358873 -87401.149830234703 -106191.07176846592 56507.103002232143 -3571.6261668694092 23222.496642635571 55139.284747869329 246021.06963205646 31288.158712121211 30810.710236257532 59306.17278534067 -22954.157816194751 3874.8447844022567 -157724.56906250003 207579.45977492561 8507.8759842218133 22842.112741815479 -27647.680243622101 -123413.37410937501
leaf_weight=1753 4263593 31969 15660 61 93 155 25 21 38 25 384 31 237 22 105 517 595 22 31 33 83 233 935 1211 30 42 51 21 113 75
leaf_count=1753 4263593 31969 15660 61 93 155 25 21 38 25 384 31 237 22 105 517 595 22 31 33 83 233 935 1211 30 42 51 21 113 75
internal_value=0 -473.682 -2915.1 7348.29 3828.34 -38888 -92597 56530.5 77267 24796.7 711.212 190.416 -38482.6 31620.6 11682.3 20736.3 37185.6 -75293.5 86345.6 135299 58215.8 630.895 62.7986 11789.9 4138.74 10617.1 98411.2 -29329.2 -54936.5 -91420
internal_weight=0 54571 17831 2171 2026 273 118 145 124 86 36740 35075 395 136 1665 1281 764 259 169 64 114 34680 33000 1680 1447 1304 93 1031 143 96
internal_count=4318164 54571 17831 2171 2026 273 118 145 124 86 36740 35075 395 136 1665 1281 764 259 169 64 114 34680 33000 1680 1447 1304 93 1031 143 96
is_linear=0
shrinkage=0.1


Tree=2260
num_leaves=31
num_cat=0
split_feature=1 1 5 2 4 5 5 0 2 6 0 5 5 5 5 5 0 5 0 0 6 5 5 2 2 3 5 2 3 5
split_gain=1.20155e+12 7.26734e+12 1.04444e+13 8.84651e+12 1.81523e+13 9.77158e+13 9.59878e+12 2.83532e+13 1.4879e+13 9.53191e+12 8.82739e+12 1.60955e+13 8.88202e+12 8.66913e+12 2.62512e+13 8.26117e+12 8.36634e+12 7.95716e+12 7.80214e+12 3.87861e+13 2.29363e+13 1.9002e+13 1.94326e+13 1.65028e+13 1.86033e+13 1.69983e+13 1.61046e+13 4.56629e+13 4.29191e+13 3.41048e+13
threshold=83.000022850000008 83.002084650000015 87.395000000000024 2.5000000000000004 1.5000000000000002 58.005000000000003 58.605000000000011 55.012873400000011 9.5000000000000018 1.5000000000000002 55.014086100000007 33.395000000000003 48.910000000000004 87.00500000000001 64.805000000000021 32.910000000000004 55.014170500000006 58.040000000000006 55.02863030000001 55.020029900000004 1.5000000000000002 97.050000000000011 86.02500000000002 16.500000000000004 8.5000000000000018 10.500000000000002 161.85000000000002 7.5000000000000009 6.5000000000000009 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -6 17 8 9 -8 11 -2 -13 14 -9 16 -12 -5 19 -3 -21 22 23 24 -22 -26 -20 28 -28 -30
right_child=1 18 -4 6 5 -7 7 13 -10 -11 15 12 -14 -15 -16 -17 -18 -19 26 20 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=19.841822035595467 31647.778261160718 104.49311983659537 -36253.106838235297 -1132.4495610133774 48373.732778229329 1332.1126064356854 10878.208251050017 -8185.3584062097507 -18825.776205184109 -2308.3808375261833 14223.349117538812 -5442.5853191501719 4104.8304628116857 -554.79652556661131 -40746.004360455256 -4918.8758141737535 -9249.7830651041677 53180.730714699079 -507.54671163844353 27323.349934954836 2905.265497642798 -70401.30146780303 36297.414013188427 -48229.215678879315 16719.587712312765 -14936.222806128846 3496.5555232393572 -63390.309629672185 134350.71674194335 20738.500885416666
leaf_weight=3782924 175 261017 85 28182 483 5148 1622 5629 258 828 467 1514 2734 1286 259 6306 225 27 208686 500 7205 33 202 58 1826 187 138 51 64 45
leaf_count=3782924 175 261017 85 28182 483 5148 1622 5629 258 828 467 1514 2734 1286 259 6306 225 27 208686 500 7205 33 202 58 1826 187 138 51 64 45
internal_value=0 -140.236 -1226.56 -1172.57 720.49 5367.12 -2020.03 -4702.08 4016.27 6421.68 -1570.48 1926.5 702.103 -7993.04 -9617.63 -3780.7 6591.19 -1080.46 -15.2487 338.773 6447.16 5349.69 5613.43 4945.24 5279.81 13778.9 -474.374 22756 40543.3 87446.6
internal_weight=0 535240 55228 55143 17052 5631 38091 9882 2708 2450 11421 4423 4248 7174 5888 6998 692 28209 480012 271028 10011 9511 9478 9276 9218 2013 208984 298 247 109
internal_count=4318164 535240 55228 55143 17052 5631 38091 9882 2708 2450 11421 4423 4248 7174 5888 6998 692 28209 480012 271028 10011 9511 9478 9276 9218 2013 208984 298 247 109
is_linear=0
shrinkage=0.1


Tree=2261
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 0 4 5 5 3 2 4 2 1 1 1 6 6 5 2 6 0 0 5 2 1 2 2 5 0
split_gain=1.18876e+12 1.37412e+13 2.60162e+13 3.72041e+13 2.31748e+13 5.59714e+13 2.07576e+13 2.11193e+13 5.46428e+13 2.5757e+13 2.33466e+13 3.20938e+13 2.15042e+13 3.40585e+13 7.79075e+13 2.12629e+13 2.87659e+13 2.0678e+13 1.81649e+13 2.2682e+13 2.86214e+13 1.77141e+13 1.76158e+13 1.65381e+13 1.56795e+13 1.5026e+13 5.06335e+13 1.43217e+13 1.30908e+13 1.49171e+13
threshold=54.947737500000009 54.942865800000007 87.395000000000024 8.5000000000000018 82.966612450000014 54.945614000000006 1.0000000180025095e-35 87.00500000000001 73.405000000000015 10.500000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 82.968597500000016 82.970752000000019 82.967723800000016 1.5000000000000002 1.5000000000000002 86.810000000000016 8.5000000000000018 1.5000000000000002 54.945614000000006 54.947152850000002 31.010000000000002 5.5000000000000009 82.970752000000019 5.5000000000000009 6.5000000000000009 33.585000000000008 54.947152850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3 8 10 15 11 -8 -10 -14 22 16 -9 -7 24 20 -20 -21 -15 -12 -16 26 -17 -28 -25 -30
right_child=-2 2 3 4 5 17 7 9 12 -11 23 -13 13 14 18 25 -18 -19 19 21 -22 -23 -24 28 -26 -27 27 -29 29 -31
leaf_value=30.525023280763818 38.658527454502732 1546.4503656743104 -145592.20045107888 -22145.124265002694 56345.344615142618 21211.40560511998 517.88994110210297 1399.3249206687947 -25735.379843876282 -84970.553977272735 15602.067522189569 14931.16310223546 -17385.364721455087 29792.682190849373 29091.462179129467 42569.958216741565 -23963.91906820143 -22853.050571234198 205.92253316492207 69088.409650735295 -34208.302618212467 -13510.996493675595 85956.231960227276 -5971.6851428744849 -52300.394865706701 5527.6954109666258 -13549.175009245562 49729.028251953132 -1248.4657065516501 -5525.3908468276859
leaf_weight=1363348 2798789 29781 21 929 149 140 20469 3789 928 33 529 1671 2174 363 28 459 507 445 818 68 343 42 66 8065 153 4037 338 40 70419 9223
leaf_count=1363348 2798789 29781 21 929 149 140 20469 3789 928 33 529 1671 2174 363 28 459 507 445 818 68 343 42 66 8065 153 4037 338 40 70419 9223
internal_value=0 -71.2116 -960.175 -13322.3 -11652.1 1628.67 -825.295 -1392.35 -1760.12 3217.73 -1297.69 1605.72 -12003.3 -8860.61 992.027 3535.09 -1593.96 -12307.7 -10070.1 -5849.29 -9961.24 37550.5 38433.2 -2026.21 -39709.4 8055.9 20249.9 -6853.07 -2132.53 -1743.76
internal_weight=0 1.51938e+06 156027 1684 1663 734 154343 124562 115359 9203 110376 22140 4983 4055 1881 9170 4296 585 1452 1271 1161 110 429 88236 181 4874 837 378 87707 79642
internal_count=4318164 1519375 156027 1684 1663 734 154343 124562 115359 9203 110376 22140 4983 4055 1881 9170 4296 585 1452 1271 1161 110 429 88236 181 4874 837 378 87707 79642
is_linear=0
shrinkage=0.1


Tree=2262
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 5 2 2 2 0 5 1 5 2 1 5 3 4 5 3 5 3 3 5 2 5 3 3
split_gain=1.28072e+12 1.50468e+13 5.39071e+13 3.17947e+13 2.80479e+13 2.64187e+13 2.09772e+13 1.94558e+13 3.66861e+13 2.26082e+13 1.73946e+13 1.72574e+13 2.49121e+13 2.10243e+13 2.47741e+13 2.22007e+13 1.82363e+13 1.70921e+13 1.64827e+13 1.64611e+13 1.74231e+13 3.7929e+13 1.79655e+13 1.68952e+13 2.83455e+13 6.83087e+13 5.56251e+13 2.71921e+13 1.97671e+13 1.84204e+13
threshold=61.880021000000006 61.396377350000009 55.299834250000011 55.099723300000008 6.5000000000000009 57.265292900000006 57.057093650000006 137.05000000000004 12.500000000000002 14.500000000000002 8.5000000000000018 55.173809400000003 70.50500000000001 61.42204370000001 80.00500000000001 2.5000000000000004 61.463701450000009 76.00500000000001 4.5000000000000009 2.5000000000000004 66.990000000000023 18.500000000000004 94.040000000000006 23.500000000000004 16.500000000000004 94.040000000000006 5.5000000000000009 87.395000000000024 21.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 6 -4 19 10 -10 -9 13 -13 14 -5 -16 -14 -15 -17 20 -6 22 -22 24 27 29 -27 -21 -28 -26
right_child=-2 2 5 4 7 -7 -8 8 9 -11 -12 12 16 17 15 18 -18 -19 -20 23 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-6.4025840458977115 87.603221909797867 -11977.36752618824 -15638.993090361817 10521.935278116334 -2630.2356073570991 -740.91437299695417 -40243.015192570878 -36574.105084635419 122212.86387648812 -18531.992750000001 -112720.09741455079 195.69471723617195 -32280.650060684562 3733.7139474269788 -5522.1099826388891 -2371.602578125 31373.86931678922 -16091.905614754622 99000.12758367091 5180.6449136579413 -21358.887039339745 33301.208034540316 44340.737572674421 -36848.776993661559 15202.822719103227 188872.39525240386 -18813.526512096774 -13093.297497038511 80103.534917160578 -47276.577607266867
leaf_weight=3066664 1203659 2448 1768 2506 17931 983 431 120 21 25 40 4904 383 8604 45 20 51 458 81 4022 1298 153 43 106 188 39 31 1021 58 63
leaf_count=3066664 1203659 2448 1768 2506 17931 983 431 120 21 25 40 4904 383 8604 45 20 51 458 81 4022 1298 153 43 106 188 39 31 1021 58 63
internal_value=0 -33.8559 -1793.65 -897.625 -255.062 -14369.2 -20461.3 -2377.22 -32983.1 45721.1 -55610.6 2876.03 -1836.59 5023.55 12854.8 52897.8 -24800.5 2731.71 78926.5 -2124.55 -3494.72 -13870.2 -19252.2 2690.09 3463.08 29837.8 89287.6 1480.92 45649.3 -479.258
internal_weight=0 3.1145e+06 47841 44659 42211 3182 2199 25159 206 46 160 17052 5338 11714 2652 146 434 9062 101 24953 19425 1494 1341 5528 5422 379 128 5043 89 251
internal_count=4318164 3114505 47841 44659 42211 3182 2199 25159 206 46 160 17052 5338 11714 2652 146 434 9062 101 24953 19425 1494 1341 5528 5422 379 128 5043 89 251
is_linear=0
shrinkage=0.1


Tree=2263
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 3 0 0 0 0 0 4 3 5 3 2 0 0 0 4 0 3 5 2 0 5 4 2 3 0
split_gain=1.26989e+12 7.57672e+12 3.33019e+13 2.38049e+13 5.65139e+13 1.462e+14 1.36913e+14 1.19697e+14 7.6478e+13 7.19809e+13 8.17349e+13 6.57447e+13 6.75942e+13 6.23403e+13 6.20762e+13 1.06349e+14 8.345e+13 7.53332e+13 6.64321e+13 6.30042e+13 9.58029e+13 9.89543e+13 8.58607e+13 7.32336e+13 5.95641e+13 7.89482e+13 6.17789e+13 5.87446e+13 8.87591e+13 6.8802e+13
threshold=10.500000000000002 59.810000000000009 57.995000000000012 37.692869000000009 37.642309100000013 17.500000000000004 55.91302515000001 55.68356880000001 55.885524800000006 55.628356700000005 55.619594000000006 2.5000000000000004 11.500000000000002 80.00500000000001 22.500000000000004 4.5000000000000009 55.842510000000011 55.87722990000001 55.826364100000013 2.5000000000000004 55.86787755000001 21.500000000000004 79.730000000000018 10.500000000000002 55.851332700000007 64.405000000000015 3.5000000000000004 7.5000000000000009 13.500000000000002 55.762622900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 9 14 10 -6 27 -13 -14 19 17 -17 18 -16 -7 23 22 -22 -21 -18 -26 -27 -9 29 -29
right_child=1 3 -4 -5 5 8 -8 11 -10 -11 -12 12 13 -15 15 16 24 -19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=42.220588637480738 -30.969999097404834 199.20105515019105 2736.7037580953793 -812.85386156979257 11650.017994861299 591.9699791354135 -43709.802697035848 44954.306545013911 98650.414907962331 -39055.834769202156 132052.09546874999 -106836.36659007352 23630.786256410371 78185.591742302393 -47802.396273125545 -8651.0962796986259 80797.358472575623 -118933.80759632889 104463.74302884616 -25343.822098487166 37393.758172401685 54084.583230691118 -87218.173429473463 -88301.3906512252 -81948.118037255132 41660.360949488735 -41649.71297535616 127422.08679296875 132125.14265188226 -86181.725246710528
leaf_weight=2688514 1022762 171163 45405 382285 935 1203 272 382 73 273 60 34 911 272 108 790 218 103 39 409 89 213 146 337 67 699 102 25 237 38
leaf_count=2688514 1022762 171163 45405 382285 935 1203 272 382 73 273 60 34 911 272 108 790 218 103 39 409 89 213 146 337 67 699 102 25 237 38
internal_value=0 -69.6534 86.6766 -367.056 583.969 8780.37 24374.3 30221.7 -2887.92 6430.32 18910.4 46107.7 32178.9 36174.2 -4526.72 7912.75 16077.4 -53355 -7405.26 -15559.8 -31833.3 4719.21 -40024.7 -53784.4 34066 22329.3 31051.6 70963.1 104081 -1418.31
internal_weight=0 1.62965e+06 1.06817e+06 561483 179198 8035 3439 3167 4596 1268 995 1899 1217 1183 4523 2126 1876 250 147 2397 1194 448 235 746 1086 868 801 682 300 63
internal_count=4318164 1629650 1068167 561483 179198 8035 3439 3167 4596 1268 995 1899 1217 1183 4523 2126 1876 250 147 2397 1194 448 235 746 1086 868 801 682 300 63
is_linear=0
shrinkage=0.1


Tree=2264
num_leaves=31
num_cat=0
split_feature=5 6 4 5 2 0 0 1 3 3 0 0 1 1 5 1 0 0 3 1 5 5 2 0 5 1 5 4 1 1
split_gain=1.46478e+12 1.45903e+13 2.45163e+13 4.96116e+13 4.11711e+13 3.98563e+13 5.61417e+13 6.65449e+13 4.63838e+13 3.83125e+13 4.35404e+13 4.12769e+13 6.41269e+13 2.04971e+14 3.79238e+13 7.28607e+13 3.72196e+13 6.50228e+13 4.27518e+13 4.42189e+13 4.68272e+13 4.16175e+13 4.39019e+13 3.69179e+13 8.39689e+13 3.69022e+13 3.62213e+13 6.50087e+13 4.42084e+13 6.77969e+13
threshold=81.910000000000011 1.5000000000000002 3.5000000000000004 120.05000000000001 2.5000000000000004 55.74310830000001 54.725565150000001 20.507360500000004 7.5000000000000009 4.5000000000000009 59.932719750000011 61.785186750000001 39.753614400000011 34.359746700000009 104.75000000000001 30.362552800000003 45.112033650000008 45.040161900000008 8.5000000000000018 20.507360500000004 103.45000000000002 118.33500000000002 11.500000000000002 59.882016200000002 83.010000000000005 38.911476500000006 125.85000000000001 4.5000000000000009 82.940215400000014 65.551978750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 16 8 -8 10 23 -11 13 -13 15 -12 17 21 -18 -20 -21 -4 -23 -6 -25 -19 27 28 29 -5
right_child=1 2 3 26 9 -7 7 -9 -10 11 14 12 -14 -15 -16 -17 18 25 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-18.15085486179964 -668.18671211094875 -1768.7841818681013 -1026.258769606269 19992.461316109453 -6389.7489064220372 -6540.4245495019095 47403.458736165368 4391.8799654545719 200325.59159375002 2179.7903483173272 76039.634712689833 -8506.8379484953712 14012.113636224922 310884.77026367188 -20702.673022814764 -23509.978805106028 -463.44407166102656 -71517.045542868596 -128715.85976562501 -19674.633577341054 4447.1056246424914 -29916.425059613452 -180478.02023809525 97854.422500000001 -55487.748900120823 27577.318115707516 1340.8681834857125 -19325.192979647265 -20577.779313460953 79244.903975183828
leaf_weight=3935898 131110 37042 3889 1530 4825 18559 96 9987 25 143269 214 54 352 32 138 112 3501 39 34 3582 1038 249 21 40 333 1032 20261 466 215 221
leaf_count=3935898 131110 37042 3889 1530 4825 18559 96 9987 25 143269 214 54 352 32 138 112 3501 39 34 3582 1038 249 21 40 333 1032 20261 466 215 221
internal_value=0 186.885 633.255 -1043.19 1215.52 -3076.67 -340.376 5284.98 78998.9 1955.6 -6112.93 2273.5 32925.1 110337 23237.9 41838.5 -4588.5 1996.23 -8811.44 -15091.3 -14255.1 -3662.02 -41626.8 -8732.93 -39043.5 23968.8 2725.03 14256.5 22216.4 27470.9
internal_weight=0 382266 251156 64745 186411 42052 23493 10108 121 149369 5662 143707 438 86 464 326 13385 5230 8155 4654 4620 4159 270 5198 373 1071 22693 2432 1966 1751
internal_count=4318164 382266 251156 64745 186411 42052 23493 10108 121 149369 5662 143707 438 86 464 326 13385 5230 8155 4654 4620 4159 270 5198 373 1071 22693 2432 1966 1751
is_linear=0
shrinkage=0.1


Tree=2265
num_leaves=31
num_cat=0
split_feature=4 3 6 5 1 1 0 0 1 2 0 5 5 0 0 0 0 0 1 2 0 0 3 5 2 1 1 3 5 1
split_gain=1.63017e+12 2.72949e+13 4.35939e+13 5.84754e+13 5.27458e+13 1.00811e+14 1.49494e+14 5.12869e+13 5.98913e+13 7.17198e+13 4.88327e+13 4.90275e+13 4.70865e+13 4.29612e+13 4.15041e+13 6.21037e+13 3.27755e+13 5.71947e+13 5.6796e+13 8.99173e+13 5.72844e+13 5.34481e+13 5.49775e+13 4.47672e+13 3.80309e+13 3.84069e+13 1.15272e+14 3.48632e+13 3.45544e+13 5.25618e+13
threshold=3.5000000000000004 8.5000000000000018 1.5000000000000002 95.020000000000024 37.457850350000008 37.436176200000013 55.591389050000011 55.751981950000008 37.692869000000009 4.5000000000000009 59.963407450000012 73.995000000000019 94.040000000000006 56.009576300000013 60.063729500000008 56.093493200000005 54.194619400000008 47.272352350000006 37.39371280000001 18.500000000000004 55.801980100000009 55.820531900000013 22.500000000000004 125.85000000000001 9.5000000000000018 82.911991800000024 82.907204800000002 20.500000000000004 120.05000000000001 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 10 -7 -6 9 -9 -3 -12 13 -10 15 16 17 -4 19 20 -18 -22 23 -23 28 26 -26 -19 -20 -30
right_child=1 2 14 -5 7 6 -8 8 12 -11 11 -13 -14 -15 -16 -17 18 27 24 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-10.493636940392008 2076.038252788409 11492.75416967964 2505.6730502126984 -325.18188325914775 20624.687995305107 -43496.234215198871 285677.73426942568 -238848.45840731534 48550.86889065415 -37862.10543265965 -82711.145312500012 76682.743362452413 125473.69457165949 -12580.967915878013 17629.69127782881 -7417.1056727620789 11627.119800418799 -10115.429850400766 724.65434738389513 -80957.90001411899 127871.0616796875 44309.562658581439 -37149.792168093954 166416.74663825758 -10472.423396795415 7237.8962423266676 -104311.3220780407 49280.628121582035 89010.245770474139 10108.030105231917
leaf_weight=4195778 52735 577 7655 6685 1459 22 37 22 134 92 21 238 29 809 1061 17001 974 8386 17390 83 80 333 78 33 2248 1021 139 100 87 2857
leaf_count=4195778 52735 577 7655 6685 1459 22 37 22 134 92 21 238 29 809 1061 17001 974 8386 17390 83 80 333 78 33 2248 1021 139 100 87 2857
internal_value=0 359.755 -939.698 5126.34 15720.4 36601.2 162935 8377.21 -8076.82 -76648.9 27685.3 63758.9 -34.413 -3894.15 -1971.49 -2327.21 -240.256 -3761.79 2004.38 20356.8 25970.4 52631.4 39074.7 55319.2 782.28 -8993.95 -15936.9 -9415.5 2420.79 12439.7
internal_weight=0 122386 69651 10125 3440 895 59 2545 1086 114 836 259 972 943 59526 58465 41464 16141 25323 1581 1498 524 444 366 23742 3408 2387 8486 20334 2944
internal_count=4318164 122386 69651 10125 3440 895 59 2545 1086 114 836 259 972 943 59526 58465 41464 16141 25323 1581 1498 524 444 366 23742 3408 2387 8486 20334 2944
is_linear=0
shrinkage=0.1


Tree=2266
num_leaves=31
num_cat=0
split_feature=5 1 1 3 4 2 1 0 4 0 0 0 5 0 0 4 0 2 0 0 0 3 3 2 3 2 1 5 0 0
split_gain=1.57117e+12 8.75907e+12 2.55651e+13 2.70328e+13 3.95859e+13 2.38032e+13 2.42177e+13 1.82835e+13 4.3391e+13 1.77299e+13 3.79735e+13 5.35368e+13 4.27641e+13 4.60924e+13 1.95699e+13 4.09861e+13 2.57398e+13 1.6153e+13 3.24612e+13 7.4413e+13 7.4258e+13 2.87359e+13 6.34752e+13 2.70798e+13 3.58667e+13 2.55195e+13 5.26057e+13 2.33181e+13 3.7492e+13 3.90497e+13
threshold=150.04500000000004 47.208373000000009 47.473138800000008 8.5000000000000018 3.5000000000000004 1.5000000000000002 113.46563545000002 56.143542450000005 3.5000000000000004 55.046835900000012 56.009576300000013 55.755036050000008 161.85000000000002 55.193434200000006 56.831297550000009 3.5000000000000004 57.131524800000008 6.5000000000000009 55.046835900000012 55.061033200000004 55.043101600000007 7.5000000000000009 8.5000000000000018 15.500000000000002 17.500000000000004 5.5000000000000009 83.053286850000021 161.85000000000002 53.204054050000003 52.719210700000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 9 8 -5 -4 11 12 -11 -14 15 -12 -16 25 20 -20 21 -19 -23 -24 -25 27 -27 -7 29 -29
right_child=1 2 5 7 -6 17 -8 -9 -10 10 14 -13 13 -15 16 -17 -18 18 19 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=3.6331725337146565 1367.5543205398099 -83582.757993521343 -5901.3943923141433 -34291.997115384613 44341.338042902549 -19071.884408297203 119189.09335937501 -13063.216335227273 -222850.9480978261 -50808.655368454398 15097.627748325893 184860.3478326613 151255.62331730771 -27234.462839673914 94490.735870535718 -164355.4326171875 -4651.5881573016832 123164.0420091712 -81444.359976946726 9.719840909011074 198828.64957386366 -147111.30710937499 24885.600149265723 -57446.763775058964 25619.430303117344 -42189.517179608585 71909.50444444445 -17368.483927441335 2523.1463816331971 -108256.14976014255
leaf_weight=4302555 7804 41 283 26 59 942 22 22 23 37 35 31 39 23 35 20 104 23 122 1390 22 25 632 106 102 396 45 277 2866 57
leaf_count=4302555 7804 41 283 26 59 942 22 22 23 37 35 31 39 23 35 20 104 23 122 1390 22 25 632 106 102 396 45 277 2866 57
internal_value=0 -1001.47 -3370.19 -41610 -8107.54 -2513.63 16121 -88796.5 -122799 12385.4 28358.2 70179.4 34269.3 85041.6 333.603 -50158 20312.3 -4186.88 2418.68 -6562.63 17341.5 12845.2 9911.84 14585.1 -16712.4 -7677.76 -30546.8 -5242.89 -1171.98 -32879.3
internal_weight=0 15609 7805 171 100 7634 629 71 49 607 324 130 99 62 194 55 139 7005 2422 1512 910 888 865 840 208 4583 441 4142 3200 334
internal_count=4318164 15609 7805 171 100 7634 629 71 49 607 324 130 99 62 194 55 139 7005 2422 1512 910 888 865 840 208 4583 441 4142 3200 334
is_linear=0
shrinkage=0.1


Tree=2267
num_leaves=31
num_cat=0
split_feature=0 6 0 0 3 3 0 3 3 5 5 5 3 1 5 5 2 5 4 1 5 1 1 3 1 3 1 3 3 4
split_gain=1.42607e+12 1.46911e+13 3.99726e+13 6.37465e+13 7.40266e+13 2.75493e+14 6.20838e+13 8.31327e+13 6.14534e+13 6.14058e+13 5.79169e+13 9.77056e+13 6.53181e+13 9.90509e+13 5.47282e+13 5.44496e+13 6.51724e+13 5.37617e+13 9.20149e+13 5.90225e+13 4.85834e+13 4.61181e+13 9.4558e+13 1.99245e+14 2.53287e+14 1.16356e+14 1.06844e+14 8.26198e+13 1.77931e+14 7.9736e+13
threshold=59.939091550000008 1.5000000000000002 59.990816400000007 60.017447350000005 10.500000000000002 9.5000000000000018 60.029906750000002 25.500000000000004 4.5000000000000009 41.005000000000003 75.750000000000014 72.010000000000005 19.500000000000004 30.451272450000005 64.020000000000024 62.995000000000012 5.5000000000000009 90.015000000000015 3.5000000000000004 30.259484550000003 112.04500000000002 30.305955500000003 30.332994000000003 11.500000000000002 30.362552800000003 13.500000000000002 30.434657650000002 13.500000000000002 26.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 8 7 14 -4 -2 11 -11 13 -12 -5 -7 -17 21 -19 -20 -14 -6 27 -24 29 26 -26 -23 -29 -25
right_child=1 -3 3 6 17 15 -8 -9 -10 10 12 -13 20 -15 -16 16 -18 18 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=14.225785296313688 1165.7526951663219 333.73075892577867 34992.723930921049 -7043.2454738227652 12614.655219982214 72409.431642188094 259.36974985415549 55121.507144657255 -61181.450941874646 -8548.0172325997064 6572.5535339672424 -41823.821465092558 -51458.326720131634 -153494.04755608976 -29205.263653252183 72371.777272727268 241718.74234956782 -81015.656814236121 132202.64027954102 -21306.151107742538 90837.425360576934 6101.2833705288758 -101373.44100786425 110826.72205221241 -130182.6358173077 -15402.850997564507 38465.810895618284 -122153.34246741793 -13652.169039193885 297605.61224798387
leaf_weight=4068831 13593 161541 95 4292 5207 328 38750 186 221 13945 4429 942 311 39 1505 44 47 180 40 67 26 510 151 87 39 991 1021 217 498 31
leaf_count=4068831 13593 161541 95 4292 5207 328 38750 186 221 13945 4429 942 311 39 1505 44 47 180 40 67 26 510 151 87 39 991 1021 217 498 31
internal_value=0 -232.149 -1273.39 394.054 7710.16 38229.4 -1204.49 -10685.4 -32268.3 -4003.97 -7572.53 -10653.6 1973.32 5175.37 -12796.9 91397.2 159837 5228.5 -37359.7 36080.3 -40480 6625.08 -2172.59 9695.07 17427.4 9230.74 32260.8 -24648.5 -46581.9 159896
internal_weight=0 249333 87792 54507 9774 735 44733 5983 316 33285 19692 14887 4805 4468 5797 419 91 9039 287 107 337 8752 3545 2320 2169 2051 1060 1225 715 118
internal_count=4318164 249333 87792 54507 9774 735 44733 5983 316 33285 19692 14887 4805 4468 5797 419 91 9039 287 107 337 8752 3545 2320 2169 2051 1060 1225 715 118
is_linear=0
shrinkage=0.1


Tree=2268
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 5 3 5 0 1 1 1 1 3 1 1 5 3 5 5 1 5 5 4 3 1 1 5 3 5
split_gain=1.51844e+12 8.51104e+12 2.39294e+13 1.96052e+13 2.62763e+13 2.21639e+13 1.85432e+13 1.60993e+13 1.60021e+13 1.82497e+13 1.95123e+13 3.81998e+13 2.40551e+13 2.33551e+13 2.81995e+13 2.3869e+13 1.54717e+13 2.71563e+13 3.137e+13 1.52667e+13 1.65595e+13 4.67776e+13 2.11447e+13 3.15334e+13 1.62519e+13 1.43288e+13 1.57154e+13 1.50156e+13 2.68128e+13 1.42489e+13
threshold=61.785186750000001 54.845880150000006 56.249874400000003 1.5000000000000002 52.395917250000004 72.010000000000005 2.5000000000000004 73.405000000000015 63.563300600000012 33.101335500000005 35.911716050000003 49.964253350000007 53.664171200000006 8.5000000000000018 53.243495500000009 52.307266200000008 81.910000000000011 3.5000000000000004 95.020000000000024 53.995000000000012 34.359746700000009 67.00500000000001 66.50500000000001 2.5000000000000004 10.500000000000002 38.058342000000003 33.101335500000005 69.610000000000014 6.5000000000000009 62.015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 16 8 -7 -6 9 -5 19 -12 13 15 -15 -13 -2 18 -18 -11 22 -22 -21 24 -24 26 29 -27 -29 -10
right_child=1 2 -4 5 7 6 -8 -9 25 10 11 12 -14 14 -16 -17 17 -19 -20 20 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=4.9340365919891198 -10363.0805508501 -47352.495076565785 -2291.0522234282421 -39307.814370657652 4480.785558688418 -50520.01205357143 17035.596910955435 60193.133904696377 1409.3585713835687 -962.31229767988555 -62087.309842187504 -11156.507434988476 7870.7370709168172 -10242.841491699219 45255.601099256535 -42537.363676256056 -74877.463946759264 -116736.03918585526 88084.614453125003 16205.470898940883 16493.993487209747 148491.94518821023 -24364.107812500002 3199.3912109375001 -132730.66250000001 8321.0179837567794 -14758.13448928007 54305.984326171878 -34112.582970212236 48380.46987760417
leaf_weight=4288474 2253 119 12170 131 911 42 1247 55 465 2697 125 945 885 276 137 326 27 38 21 679 144 33 25 155 31 4747 702 42 187 75
leaf_count=4288474 2253 119 12170 131 911 42 1247 55 465 2697 125 945 885 276 137 326 27 38 21 679 144 33 25 155 31 4747 702 42 187 75
internal_value=0 -712.681 -2727.4 710.164 -6221.87 2335.47 14834.4 7652.81 1077.48 -2356.36 -1606.8 -8104.08 -5477.42 -12492.3 8167.05 -19205.4 -11952.1 -53580 -3581.55 3043.49 13168.7 41103.8 7613.11 -20037.2 -84352.7 4716.2 -4892.37 7114.48 -17896.1 7933.12
internal_weight=0 29690 12289 17401 3305 14096 1289 966 12807 6589 6458 2694 2569 1684 413 1271 2339 86 48 3764 1067 177 890 211 56 6218 1242 4976 229 540
internal_count=4318164 29690 12289 17401 3305 14096 1289 966 12807 6589 6458 2694 2569 1684 413 1271 2339 86 48 3764 1067 177 890 211 56 6218 1242 4976 229 540
is_linear=0
shrinkage=0.1


Tree=2269
num_leaves=31
num_cat=0
split_feature=4 2 6 0 1 0 3 0 1 0 1 5 3 3 5 0 2 5 5 1 0 0 5 1 0 3 0 5 1 1
split_gain=1.30917e+12 2.4323e+13 4.67945e+13 2.6788e+13 4.72132e+13 2.90518e+13 2.54102e+13 4.65566e+13 6.30752e+13 6.81687e+13 6.02334e+13 4.75139e+13 4.69803e+13 4.45326e+13 3.8631e+13 7.14539e+13 3.09002e+13 7.48952e+13 4.28304e+13 3.07464e+13 2.87114e+13 2.49638e+13 3.50178e+13 6.47179e+13 3.65635e+13 3.28873e+13 2.78999e+13 2.45019e+13 6.25679e+13 2.79789e+13
threshold=3.5000000000000004 8.5000000000000018 1.5000000000000002 59.863160500000006 37.417247200000006 59.896318000000008 16.500000000000004 55.87722990000001 37.314272700000011 55.795550600000006 37.39371280000001 105.35000000000001 22.500000000000004 20.500000000000004 83.010000000000005 55.628356700000005 7.5000000000000009 132.05000000000004 107.05000000000001 82.888608650000023 45.087005000000012 55.812836050000008 137.05000000000004 60.55755580000001 58.000519000000004 17.500000000000004 55.820531900000013 92.035000000000011 37.475443250000005 82.964402850000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2 8 11 12 13 -8 14 -11 15 -10 18 19 20 -18 -16 27 24 -24 26 -25 -23 28 -6 -29
right_child=1 2 -4 5 21 -7 7 -9 9 10 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 22 23 25 -26 -27 -28 29 -30 -31
leaf_value=-9.4038922858887695 617.54965838059582 -31245.119554078738 -5644.3380995180732 82711.310205078131 198799.11160714287 16114.450253825542 8957.4627788628477 -3335.1620197644365 13655.732692725029 234750.33243371212 40245.617684865552 -96274.144607469512 -6553.2835397357594 73924.744178602428 140223.93958333333 -154975.59967041016 56077.925010190222 192426.51930588944 6344.3955926389117 -72954.076988636371 39638.830941510882 -89196.594677734378 -31989.531744514628 161444.60105698532 95501.329460685491 46996.018485514331 -11398.191214236131 10973.650261009503 22942.104051819762 -20766.310620005537
leaf_weight=4195778 97337 385 15215 72 21 726 90 1939 117 33 172 82 652 36 30 32 115 39 588 22 525 48 94 34 31 96 1162 1812 553 328
leaf_count=4195778 97337 385 15215 72 21 726 90 1939 117 33 172 82 652 36 30 32 115 39 588 22 525 48 94 34 31 96 1162 1812 553 328
internal_value=0 322.395 -2813.38 5219.64 2264.12 22123.2 956.178 8326.72 17253.8 21513 71910 -41211.1 15784 150841 25704.8 -22560.4 31157.1 70162.5 25151 35357.5 45075.9 5351.23 -5168.52 31222 -11737 76928.7 -14484.4 11029.7 29375.9 6108.83
internal_weight=0 122386 20577 5362 4564 798 101809 4472 2533 2361 241 172 2120 69 1468 149 1319 176 1143 137 555 4179 1465 224 1241 130 1210 2714 574 2140
internal_count=4318164 122386 20577 5362 4564 798 101809 4472 2533 2361 241 172 2120 69 1468 149 1319 176 1143 137 555 4179 1465 224 1241 130 1210 2714 574 2140
is_linear=0
shrinkage=0.1


Tree=2270
num_leaves=31
num_cat=0
split_feature=3 6 0 0 2 0 0 0 1 1 5 1 4 3 5 5 3 3 1 5 2 5 4 5 1 4 5 0 5 5
split_gain=1.30808e+12 9.76351e+12 4.63387e+13 6.63347e+13 4.53513e+13 4.05995e+13 8.36014e+13 1.57712e+14 8.24492e+13 1.69699e+14 9.06403e+13 7.98785e+13 7.85313e+13 1.63916e+14 1.98453e+14 1.59547e+14 1.70551e+14 9.84066e+13 8.69846e+13 7.81548e+13 7.71855e+13 6.26852e+13 6.24678e+13 8.98328e+13 6.39545e+13 6.12304e+13 9.76063e+13 6.22446e+13 7.81857e+13 5.79442e+13
threshold=9.5000000000000018 1.5000000000000002 59.982527000000012 60.063729500000008 3.5000000000000004 59.950068600000009 59.932719750000011 59.904813200000007 30.323743050000001 30.362552800000003 33.805000000000007 30.388336800000001 2.5000000000000004 7.5000000000000009 88.015000000000015 68.00500000000001 6.5000000000000009 8.5000000000000018 30.259484550000003 110.05000000000001 5.5000000000000009 71.00500000000001 2.5000000000000004 98.020000000000024 30.346469350000003 1.5000000000000002 44.005000000000003 59.939091550000008 56.505000000000003 81.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 12 10 -10 -11 15 29 21 25 -17 -16 -18 -19 -9 -15 -7 24 -24 26 -8 28 -28 -14
right_child=-2 -3 3 -5 5 22 8 20 9 11 -12 -13 13 14 17 16 18 19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-2125.5430497642355 49.678384333853252 7.6490670772599785 -25508.123142609838 -1705.1705805883955 736.0152856137247 7973.2167282919854 -28960.08923681641 11878.837306389587 -130937.6100378788 129265.68109085649 -400728.05585937505 -57027.267428510619 206884.0714334239 -77994.354653825445 -139656.05361328126 -142003.57350050405 -62862.063406250003 138312.82653490148 137301.90041666667 -94510.534077380958 56678.524406326353 -251449.07455658785 124041.12104125979 -21113.594814453128 -26979.760161994487 -51272.702605242775 84758.72387157756 -99172.824162946432 -45881.17827653556 6757.5538862179492
leaf_weight=82824 2379540 1772842 1817 3292 72553 1572 500 814 33 27 20 156 23 29 36 31 25 46 165 21 729 74 160 95 34 363 218 28 58 39
leaf_count=82824 2379540 1772842 1817 3292 72553 1572 500 814 33 27 20 156 23 29 36 31 25 46 165 21 729 74 160 95 34 363 218 28 58 39
internal_value=0 -60.9771 -794.853 -10170.6 -496.727 1236.18 878.796 1408.82 -19878.5 -75176.2 -232745 -29541.4 -11997.9 -61556.5 -104461 -2428.98 75480.3 -6310.19 110965 65338.3 33044.7 -202612 15828.8 58558.7 97573.5 -17183 -1791.78 42892.9 57305.4 80998
internal_weight=0 1.93862e+06 165782 5109 160673 77849 75988 74096 1892 236 53 183 1656 268 206 1388 221 103 190 67 1543 103 1861 289 194 1167 804 304 276 62
internal_count=4318164 1938624 165782 5109 160673 77849 75988 74096 1892 236 53 183 1656 268 206 1388 221 103 190 67 1543 103 1861 289 194 1167 804 304 276 62
is_linear=0
shrinkage=0.1


Tree=2271
num_leaves=31
num_cat=0
split_feature=3 3 5 4 6 5 3 1 0 0 1 0 5 0 1 1 5 1 1 5 0 5 2 1 5 2 1 2 5 1
split_gain=1.32132e+12 7.47191e+12 2.55994e+13 5.74397e+13 8.90931e+13 5.95265e+13 6.62565e+13 5.26151e+13 9.84827e+13 1.66618e+14 9.79707e+13 5.8909e+13 5.74515e+13 7.10421e+13 5.10221e+13 5.8219e+13 8.0008e+13 7.32436e+13 5.06199e+13 1.07119e+14 6.68944e+13 4.66055e+13 4.57434e+13 5.74869e+13 4.48716e+13 4.04613e+13 4.18426e+13 4.02318e+13 3.99934e+13 3.94058e+13
threshold=10.500000000000002 12.500000000000002 85.020000000000024 2.5000000000000004 1.5000000000000002 79.730000000000018 11.500000000000002 30.315880100000005 59.990816400000007 59.982527000000012 30.410108300000001 59.834458500000004 66.040000000000006 59.916647550000008 49.964253350000007 30.468306550000005 80.00500000000001 37.39371280000001 82.940215400000014 81.910000000000011 59.939091550000008 71.715000000000018 9.5000000000000018 48.712293450000011 80.00500000000001 8.5000000000000018 37.597123000000003 6.5000000000000009 79.010000000000005 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 21 18 8 9 11 24 -5 13 -13 15 16 28 29 20 -20 25 -2 23 -19 -9 26 -7 -4 -6 -17
right_child=1 -3 27 4 14 6 -8 10 -10 -11 -12 12 -14 -15 -16 17 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=43.067082472078496 -421.12196114468918 1.7317744238275918 -1913.2031449723986 91375.032045541157 -21625.309485850987 102000.85993454393 -4540.7871095443679 59537.392737036876 64000.550153725839 -269920.55728717678 3633.734276322175 -42353.629863652102 -55044.581097951173 100653.64871471775 -17652.395156999515 13782.743746206273 32355.403077471485 -2862.4161987624821 -316939.62641369051 -41402.694267805236 -130356.05245028409 10704.880197939701 -17860.435830224738 64089.324235150292 1205.5935759110885 -60447.578849886675 -13540.902388290779 7666.4870594010854 -67981.131253081388 80639.393617021284
leaf_weight=2688514 123836 1460871 8697 41 1928 37 973 526 118 29 3177 79 351 62 4978 1419 263 6101 21 43 66 3883 2337 131 176 162 205 8840 206 94
leaf_count=2688514 123836 1460871 8697 41 1928 37 973 526 118 29 3177 79 351 62 4978 1419 263 6101 21 43 66 3883 2337 131 176 162 205 8840 206 94
internal_value=0 -71.0499 -701.013 -1120.38 -5841.84 -315.998 -20074.4 6606.25 -19051.9 -36490 11104.2 -23789.3 -33386.3 20529 -9092.73 -5678.19 -19686.4 -2347.74 -48378.1 -131813 -37016.7 -82.8617 -5929.25 -1455.05 44912.9 -21768.2 4124.57 2915.7 -26100.1 17936.4
internal_weight=0 1.62965e+06 168779 151242 22016 129226 1507 4559 680 562 3879 533 492 141 17457 12479 2397 10082 534 64 470 127719 8569 6232 702 404 242 17537 2134 1513
internal_count=4318164 1629650 168779 151242 22016 129226 1507 4559 680 562 3879 533 492 141 17457 12479 2397 10082 534 64 470 127719 8569 6232 702 404 242 17537 2134 1513
is_linear=0
shrinkage=0.1


Tree=2272
num_leaves=31
num_cat=0
split_feature=5 5 0 0 3 2 4 3 1 0 0 1 3 0 2 6 1 0 0 0 1 1 3 0 4 2 0 2 0 1
split_gain=1.55803e+12 9.73487e+12 1.57595e+13 2.5395e+13 2.45221e+13 2.36311e+13 2.40984e+13 3.9939e+13 4.52769e+13 2.57391e+13 4.396e+13 4.0988e+13 2.73675e+13 2.45899e+13 2.25402e+13 2.09957e+13 2.26982e+13 5.1262e+13 6.61448e+13 3.78821e+13 2.76926e+13 2.24596e+13 1.92899e+13 1.90496e+13 2.54769e+13 2.31235e+13 2.83628e+13 2.14649e+13 2.00408e+13 1.89792e+13
threshold=89.00500000000001 90.015000000000015 55.043101600000007 55.141517900000004 7.5000000000000009 2.5000000000000004 2.5000000000000004 23.500000000000004 37.597123000000003 57.117834900000013 56.143542450000005 37.620907050000007 18.500000000000004 56.802385350000009 4.5000000000000009 1.5000000000000002 30.315880100000005 59.853570100000006 59.939091550000008 59.963407450000012 30.578016350000002 91.910414550000013 17.500000000000004 57.157092150000004 3.5000000000000004 14.500000000000002 55.645049100000001 5.5000000000000009 57.581016350000006 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 14 -5 7 9 -9 10 11 12 -7 -12 -4 21 17 -17 22 -20 -18 -8 -19 24 25 -22 -27 -25 -29 -11
right_child=1 -3 3 5 -6 6 15 8 -10 29 13 -13 -14 -15 -16 16 20 18 19 -21 23 -23 -24 27 -26 26 -28 28 -30 -31
leaf_value=13.940136378452491 774.75085916110652 -60.907201700786111 -10756.44436653646 -13610.573963475927 -12760.047545194124 -42621.167936905578 -4469.3671115389488 -63726.567968750001 56045.444911109749 -50700.808640723895 -146441.04410635965 3959.7078413391118 -174350.40097656252 -45600.756498790928 -81593.394112723225 83687.666189500771 35880.638979797361 -113668.64085427989 120576.110375 -14452.316141863566 15970.089241159199 -56277.387997261132 -18874.202650669642 -37218.737748178442 -11832.569987820505 59597.033939985791 -27657.101728393809 -29053.519757634946 33038.185758719854 5750.0216199638435
leaf_weight=4097479 8124 202686 75 1842 760 46 2191 42 127 79 57 160 24 42 112 41 320 92 25 123 2114 87 28 212 532 44 243 88 127 242
leaf_count=4097479 8124 202686 75 1842 760 46 2191 42 127 79 57 160 24 42 112 41 320 92 25 123 2114 87 28 212 532 44 243 88 127 242
internal_value=0 -258.828 -2487.6 -5171.49 -20742.2 -3519.89 -896.831 -17028.6 26279.6 -28288.7 -47944.7 -23962.7 -87785.5 -103660 -53182.9 1211.34 5585.35 -20446.7 -36377.7 8356.54 7771.2 -6447.99 -91549.9 5094.11 7967.08 12354.2 -14280.2 -14639.9 7623.91 -8142.86
internal_weight=0 220685 17999 9875 947 8928 7086 819 169 650 329 230 70 99 187 6267 3989 309 268 148 3680 2278 120 3360 2933 2401 287 427 215 321
internal_count=4318164 220685 17999 9875 947 8928 7086 819 169 650 329 230 70 99 187 6267 3989 309 268 148 3680 2278 120 3360 2933 2401 287 427 215 321
is_linear=0
shrinkage=0.1


Tree=2273
num_leaves=31
num_cat=0
split_feature=5 3 2 2 1 1 1 0 1 0 2 2 3 5 0 2 3 0 3 3 5 0 0 1 2 0 2 1 1 0
split_gain=1.34777e+12 7.29888e+12 4.19755e+13 2.90827e+13 4.68215e+13 5.94171e+13 2.75683e+13 2.37272e+13 4.2702e+13 3.25049e+13 3.00873e+13 3.20175e+13 4.26283e+13 3.23537e+13 6.58908e+13 5.62072e+13 1.47373e+14 4.33368e+13 4.44416e+13 2.99596e+13 4.35671e+13 2.8516e+13 3.6114e+13 5.3307e+13 3.02576e+13 2.85563e+13 2.73965e+13 5.12924e+13 3.87677e+13 2.36678e+13
threshold=142.05000000000004 11.500000000000002 10.500000000000002 1.5000000000000002 44.660994650000006 37.855187800000003 39.041623000000008 55.56564190000001 83.761389800000003 53.340367100000002 10.500000000000002 8.5000000000000018 20.500000000000004 150.04500000000004 55.025681450000008 5.5000000000000009 18.500000000000004 55.160271200000004 19.500000000000004 12.500000000000002 161.85000000000002 45.029420750000007 45.254062050000009 38.996948700000011 9.5000000000000018 45.053747000000008 11.500000000000002 82.907204800000002 39.726951800000002 45.022371150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -4 8 10 -10 11 13 21 14 15 16 -5 18 -16 20 -12 -13 23 24 25 -23 27 28 -21 -15
right_child=1 3 6 7 -6 -7 -8 -9 9 -11 19 12 -14 29 17 -17 -18 -19 -20 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8784050285720704 -1717.263791187836 24264.479968750002 16512.801488095236 92918.094082641604 49959.176978326614 -169603.4688635538 -120432.2975765306 -5623.3561922900954 28556.1716733871 185457.39106657612 136142.29466488489 2255.3004480698528 -38325.506560872396 33862.462321622115 92770.783892045452 -45414.805449695123 -150466.51612903227 22857.69740668403 263776.41845238098 -49166.006580505375 -701.45024088541675 91073.818607954541 40057.527194359194 209351.87125822369 155642.94423994585 -71955.002455357157 -1114.4777199536904 -142228.16265625 77018.200837053577 -6281.9822724267788
leaf_weight=4297453 13922 25 21 126 31 43 49 2254 31 23 38 85 60 173 55 123 31 54 21 80 60 22 168 38 22 21 2088 40 35 972
leaf_count=4297453 13922 25 21 126 31 43 49 2254 31 23 38 85 60 173 55 123 31 54 21 80 60 22 168 38 22 21 2088 40 35 972
internal_value=0 -804.755 -2105.64 1904.28 -51895 -98328.5 -79348.8 2708.83 7010.43 95384.5 5903.7 15007.2 39648.8 8415 32520 5204.27 44861.3 91354 140022 -1760.99 52360.4 52790.6 68641.1 115263 60257.1 11455.1 -4125.64 -44688.8 -10762.1 -216.49
internal_weight=0 20711 13992 6719 99 68 70 6620 4366 54 4312 1971 416 1555 410 280 157 130 76 2341 98 356 271 103 65 43 2243 155 115 1145
internal_count=4318164 20711 13992 6719 99 68 70 6620 4366 54 4312 1971 416 1555 410 280 157 130 76 2341 98 356 271 103 65 43 2243 155 115 1145
is_linear=0
shrinkage=0.1


Tree=2274
num_leaves=31
num_cat=0
split_feature=4 1 0 1 1 0 3 5 1 2 1 2 5 1 0 5 3 5 2 2 3 3 3 5 2 0 6 0 2 1
split_gain=1.42742e+12 5.72524e+12 1.55424e+13 1.51552e+13 1.46186e+13 1.55531e+13 1.8128e+13 3.29961e+13 1.39286e+13 2.76152e+13 1.37207e+13 3.91731e+13 2.5233e+13 3.85863e+13 4.33739e+13 3.75575e+13 2.23614e+13 2.65987e+13 3.32788e+13 1.53643e+13 2.38873e+13 2.46925e+13 1.98319e+13 1.22434e+13 1.20268e+13 1.18721e+13 1.84372e+13 1.43156e+13 3.02804e+13 3.18013e+13
threshold=4.5000000000000009 38.950530550000003 44.580511600000001 39.080602550000002 39.047276750000002 45.005863250000004 17.500000000000004 161.85000000000002 38.92948375000001 10.500000000000002 39.003296000000006 11.500000000000002 102.01000000000001 38.959914000000005 45.055827000000008 90.015000000000015 8.5000000000000018 177.02500000000003 4.5000000000000009 3.5000000000000004 14.500000000000002 9.5000000000000018 4.5000000000000009 177.02500000000003 23.500000000000004 57.641335050000002 1.5000000000000002 57.057093650000006 4.5000000000000009 65.58467570000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 10 -8 24 -10 12 16 15 14 -14 -7 17 18 -12 22 21 -21 -15 -22 -4 27 -27 -5 -29 -30
right_child=1 3 8 25 -6 6 7 -9 9 -11 11 -13 13 19 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-3.3224501447521506 -55265.736617476854 98998.400791015636 -233.03562588999804 1487.7852587233112 66862.059217247603 -6343.1777080829333 59492.982176482379 -46494.425012309614 -113149.81046142579 19280.959173387098 22615.018858753552 153020.98870192308 -19448.727438446971 -21161.477506510419 141488.09846047795 173461.50238095238 -18412.581225276899 -32290.153738839286 152258.71562500001 -26973.652948288691 56828.597593750004 -137475.12836538462 79335.261472800921 -37229.088785282263 -68445.653966346159 106634.99106889205 12630.147393043444 6665.6888114733583 -21296.979726250676 -104614.18320312501
leaf_weight=4303792 54 20 4411 8011 52 26 39 119 32 31 44 26 33 72 34 21 79 28 36 42 25 39 27 31 26 22 404 312 218 58
leaf_count=4303792 54 20 4411 8011 52 26 39 119 32 31 44 26 33 72 34 21 79 28 36 42 25 39 27 31 26 22 404 312 218 58
internal_value=0 994.931 -1935.65 2354.26 15608.5 12011.8 9598.84 -20333 -1295.69 -47985.5 17998.9 38010.3 5820.49 -4754.45 62220.7 73995.1 22019.6 51594.9 80954.7 -23768.6 -45458.5 -80178.1 6246.72 4760.95 -632.749 1189.64 17484.9 382.368 -14678 -38805.7
internal_weight=0 14372 4554 9818 793 741 721 158 4500 63 563 213 350 303 67 47 187 108 80 236 137 81 99 56 4437 9025 426 8599 588 276
internal_count=4318164 14372 4554 9818 793 741 721 158 4500 63 563 213 350 303 67 47 187 108 80 236 137 81 99 56 4437 9025 426 8599 588 276
is_linear=0
shrinkage=0.1


Tree=2275
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 3 1 1 1 3 1 1 1 0 5 1 1 4 6 1 3 1 5 0 3 1 4 1 1 2
split_gain=1.33583e+12 1.57167e+13 4.80589e+13 5.44782e+13 4.59336e+13 6.46025e+13 4.62051e+13 4.39343e+13 5.29094e+13 4.0513e+13 3.44571e+13 5.1293e+13 3.80053e+13 3.61602e+13 3.81737e+13 3.21201e+13 3.45003e+13 3.29902e+13 9.21209e+13 3.19625e+13 3.58621e+13 4.55037e+13 4.41633e+13 4.39041e+13 9.72706e+13 8.76623e+13 5.24615e+13 4.96423e+13 1.45187e+14 6.01171e+13
threshold=62.385000000000012 59.810000000000009 38.058342000000003 62.015000000000008 10.500000000000002 9.5000000000000018 65.610478850000007 82.95335685000002 82.967723800000016 8.5000000000000018 82.911991800000024 82.91993380000001 82.95335685000002 55.055104550000003 62.015000000000008 37.737121850000008 37.533784800000006 2.5000000000000004 1.5000000000000002 37.503486000000002 18.500000000000004 37.457850350000008 60.005000000000003 55.851332700000007 20.500000000000004 37.457850350000008 1.5000000000000002 30.315880100000005 30.259484550000003 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 5 6 9 -6 -9 -4 -8 -12 13 14 -13 16 -5 -18 -19 20 21 -3 -23 -22 25 27 -26 28 -25 -30
right_child=-2 2 4 15 7 -7 10 8 -10 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 23 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=24.607378238547351 95.465900331508323 -37.861903608269436 -1810.1086148168224 -7761.1182171839218 -5793.4419859610116 5581.2973165015583 -12414.348228261799 16964.047002964227 -3260.0057930877047 4010.4562634901008 20723.073366707868 -2261.1918063401108 -3030.7532314428227 -39615.036536378291 -53667.423756353535 11527.162008863177 -39766.025864706578 212336.02589843748 -20977.227206143467 5357.1247323166208 18022.866649987565 9503.3794815407655 -23850.956465956744 4348.7125217603598 -68055.823068738348 171332.37218191964 -4217.5415532448669 -712.58929431950946 29473.267065972224 167425.33704304247
leaf_weight=3022366 1094290 24678 42172 2137 38177 14133 5287 1951 3839 16691 847 1113 18433 549 166 560 729 20 110 21184 2332 532 1564 276 134 42 3273 428 45 106
leaf_count=3022366 1094290 24678 42172 2137 38177 14133 5287 1951 3839 16691 847 1113 18433 549 166 560 729 20 110 21184 2332 532 1564 276 134 42 3273 428 45 106
internal_value=0 -32.4043 -887.508 1537.3 -1871.08 -680.536 -1718.54 -4562.39 3554.7 -159.648 -5195.01 -3386.75 -4394.65 -18147.8 -8933.15 -10455.7 -14564.7 -31490.3 14917.1 2318.47 391.768 -1239.32 -15385.1 6972.64 985.387 30283.8 -6728.35 23355.1 47479.2 126314
internal_weight=0 3.22387e+06 201508 58150 143358 99391 85258 43967 5790 58863 26395 21108 20261 1828 1279 3556 2996 859 130 54594 33410 26774 2096 6636 4304 897 3407 855 427 151
internal_count=4318164 3223874 201508 58150 143358 99391 85258 43967 5790 58863 26395 21108 20261 1828 1279 3556 2996 859 130 54594 33410 26774 2096 6636 4304 897 3407 855 427 151
is_linear=0
shrinkage=0.1


Tree=2276
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 1 5 3 3 1 1 0 5 3 5 5 1 3 3 5 5 0 4 0 5 0 3 5
split_gain=1.38282e+12 1.39033e+13 7.51358e+13 4.21997e+13 6.98177e+13 6.09176e+13 3.68683e+13 3.06048e+13 6.64947e+13 6.66023e+13 9.46277e+13 5.4708e+13 3.03864e+13 2.85102e+13 3.08003e+13 2.43299e+13 6.11962e+13 2.18362e+13 2.54567e+13 5.43909e+13 2.5453e+13 2.56391e+13 2.08408e+13 1.98142e+13 2.05037e+13 1.9605e+13 1.23685e+14 7.8657e+13 8.38522e+13 2.47525e+13
threshold=61.284352600000013 61.396377350000009 55.110554300000004 55.160271200000004 55.141517900000004 10.500000000000002 56.791364150000007 61.365473900000005 61.845000000000006 8.5000000000000018 2.5000000000000004 61.310823700000007 61.310823700000007 55.212972300000011 177.02500000000003 4.5000000000000009 87.395000000000024 52.710000000000008 61.365473900000005 16.500000000000004 19.500000000000004 66.990000000000023 150.04500000000004 55.173809400000003 1.5000000000000002 55.193434200000006 91.050000000000011 55.183525900000006 17.500000000000004 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 -4 13 12 8 -6 10 -10 -12 25 14 23 -2 -17 -14 20 22 -19 -22 -20 -5 -25 27 -27 -7 29 -29
right_child=1 -3 3 5 7 6 -8 -9 9 -11 11 -13 17 -15 -16 16 -18 18 19 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-37.175050420864721 1850.6798291564792 20.656884453733895 -3052.8643614777857 13138.474424159838 7033.1555935935367 -5661.4625751754174 -71342.593581627167 13050.846125695014 8748.3717147435891 40630.709428356546 130345.48507179055 321837.31175000005 -3960.9027560254071 -1645.2088819556448 -91663.297372159097 -22014.060426573084 -171416.67999441965 -16083.185443525666 -24529.595248772966 20096.448979355031 -26548.189316628199 -72065.746401515149 -126586.98630952381 -57.473513603113965 6277.221743020852 -12204.178623011294 200158.10736607143 23020.31341840158 93559.047910366266 -45375.665121755301
leaf_weight=3016415 445 1251500 2485 2678 504 1356 87 2852 39 434 37 25 2140 9127 33 1315 28 922 424 445 330 198 21 7907 14442 1338 28 361 186 62
leaf_count=3016415 445 1251500 2485 2678 504 1356 87 2852 39 434 37 25 2140 9127 33 1315 28 922 424 445 330 198 21 7907 14442 1338 28 361 186 62
internal_value=0 86.1421 1717.11 2459.87 10041.2 1311.27 -6604.25 18403.8 33097.5 57651.6 130791 207560 -5883.19 3139.95 4882.73 -18414.2 -25128.9 -11261.4 -17937.9 -4624.67 -26109.4 -43617.3 -29345.8 5010.03 4036.03 1350.14 -7851.22 7746.61 37601 12995.4
internal_weight=0 1.30175e+06 50249 48461 6376 42085 7898 3891 1039 535 101 62 7811 34187 25060 1788 1343 4480 2340 890 1450 528 445 25027 22349 3331 1366 1965 609 423
internal_count=4318164 1301749 50249 48461 6376 42085 7898 3891 1039 535 101 62 7811 34187 25060 1788 1343 4480 2340 890 1450 528 445 25027 22349 3331 1366 1965 609 423
is_linear=0
shrinkage=0.1


Tree=2277
num_leaves=31
num_cat=0
split_feature=5 4 3 3 2 1 5 3 0 5 0 5 2 2 1 1 1 2 6 1 1 0 0 0 2 2 5 0 0 1
split_gain=1.38915e+12 9.04325e+12 2.09693e+13 4.13322e+13 3.63265e+13 2.95418e+13 4.88736e+13 2.34585e+13 2.92979e+13 6.05297e+13 3.96845e+13 2.45793e+13 2.51098e+13 2.40317e+13 2.00809e+13 3.66018e+13 2.32177e+13 2.11246e+13 1.99437e+13 1.91871e+13 2.60451e+13 1.84493e+13 2.67541e+13 3.61026e+13 3.90604e+13 3.55779e+13 3.46967e+13 3.15845e+13 2.83925e+13 4.69617e+13
threshold=96.015000000000015 2.5000000000000004 13.500000000000002 14.500000000000002 7.5000000000000009 37.944765900000007 97.050000000000011 10.500000000000002 56.852744000000008 103.45000000000002 42.966471700000007 116.06000000000002 7.5000000000000009 4.5000000000000009 38.058342000000003 30.305955500000003 43.048525950000005 13.500000000000002 1.5000000000000002 34.359746700000009 30.278357500000002 47.208883950000008 54.99493995000001 54.736324100000012 5.5000000000000009 2.5000000000000004 137.05000000000004 54.708501450000007 55.299834250000011 82.91993380000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 21 10 19 13 12 -11 -9 15 -6 -16 -18 -8 20 -10 -2 23 25 26 -23 -25 -27 29 -24
right_child=1 -3 3 -5 14 -7 18 8 9 11 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22 22 28 24 -26 27 -28 -29 -30 -31
leaf_value=10.743652126038484 4281.8601213342035 -83.300135794820847 210094.87294170677 -839.28567549062757 35270.438920224951 15039.355039654356 7137.2145401664402 109125.32803515624 -27713.719905090333 41938.708712521118 -43030.722118573874 14566.258266977164 168770.81235532407 -2714.1865637354108 110422.92845052083 -117656.10267118568 -28412.636093750003 75710.901099537034 90771.799453125001 30884.047445913464 -135003.07941964286 -42421.970364869099 39606.266928851343 -67473.022645312507 -153433.97992621528 -6051.0947601570579 30399.403439031863 70868.65417643229 -6738.9465352081288 -45001.104012142321
leaf_weight=4168594 1854 138843 26 3288 29 99 46 25 64 37 560 91 27 83 24 34 70 27 75 26 35 262 313 125 36 484 51 60 2793 83
leaf_count=4168594 1854 138843 26 3288 29 99 46 25 64 37 560 91 27 83 24 34 70 27 75 26 35 262 313 125 36 484 51 60 2793 83
internal_value=0 -299.431 -3096.88 2973.64 32129.2 57266.5 85705.2 -6317.06 -20945.2 6208.12 -32326.9 47961.8 95446 23174.6 -1478.29 -47261.3 22359.2 570.204 58976.8 -45566.4 -65644.3 -4029.07 -7691.65 -21806 -58525.4 -12147.8 -39112.3 2432.7 -3186.02 21872.9
internal_weight=0 149570 10727 3718 430 246 147 7009 948 280 668 155 64 108 184 63 121 97 121 125 99 6061 4207 1018 212 806 176 544 3189 396
internal_count=4318164 149570 10727 3718 430 246 147 7009 948 280 668 155 64 108 184 63 121 97 121 125 99 6061 4207 1018 212 806 176 544 3189 396
is_linear=0
shrinkage=0.1


Tree=2278
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 0 1 6 3 3 5 3 0 0 5 1 5 1 3 5 0 1 0 0 0 0 1 6 3
split_gain=1.34808e+12 1.31965e+13 6.47465e+13 1.18843e+14 4.10428e+14 2.06956e+14 1.52078e+14 2.64972e+14 1.28828e+14 2.71043e+14 1.7575e+14 1.25817e+14 1.16683e+14 1.15847e+14 8.44001e+13 7.39053e+13 6.61114e+13 6.29095e+13 9.92846e+13 8.98413e+13 6.2605e+13 5.67871e+13 5.59435e+13 8.08945e+13 2.37878e+14 1.60161e+14 1.27647e+14 1.78953e+14 1.42458e+14 1.26842e+14
threshold=55.405000000000008 37.752451500000006 37.692869000000009 55.645049100000001 55.56564190000001 55.727011600000004 55.664473600000008 37.712318250000003 1.5000000000000002 15.500000000000002 20.500000000000004 61.405000000000008 15.500000000000002 55.601678500000013 55.946414150000003 102.01000000000001 37.726745000000001 57.005000000000003 37.737121850000008 16.500000000000004 77.715000000000018 55.535913550000011 37.712318250000003 55.86787755000001 55.899899800000007 55.777112100000004 55.762622900000004 37.726745000000001 1.5000000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 21 6 11 -8 9 -9 -11 -5 -10 16 22 -13 -6 -18 19 -19 -20 -4 -7 25 -25 26 -24 28 -28 -27
right_child=1 -3 3 5 13 14 7 8 12 10 -12 15 -14 -15 -16 -17 17 18 20 -21 -22 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=-43.648970604215592 -86.934930579077189 232.91849184492304 -3147.5920362502143 23890.208773800055 34456.287694420804 -9250.2308829346857 45351.807936115511 102534.04137931035 -51415.901140733848 -117124.94369762731 -49023.270300095173 -29912.151355338978 15860.643896142921 21627.831770576318 -25993.246099769829 151059.2893851902 1177.866847826087 203790.32371664132 -50636.045778508771 91833.635659478648 105259.95486203459 -23067.390131212207 19541.504120094902 -60604.885045364652 6628.8874848977111 -30143.547972255608 -235417.4596830986 -12346.675375617451 -10974.552393617021 57383.637150939554
leaf_weight=2681621 372805 1236959 3608 835 397 4247 316 87 646 675 864 1196 429 2165 1429 23 69 113 57 196 47 2372 1183 633 3120 195 71 662 47 1097
leaf_count=2681621 372805 1236959 3608 835 397 4247 316 87 646 675 864 1196 429 2165 1429 23 69 113 57 196 47 2372 1183 633 3120 195 71 662 47 1097
internal_value=0 71.5227 -428.097 -5177.6 4166.77 -9926.88 -27001.9 -41290.8 -51427.4 -69185.1 -78892.4 -6013.75 -24567.9 34058.3 -3100.39 -26497.6 64674.7 89564.2 104331 132776 19817 -11048.9 -193.779 5294.63 -4711.1 16831.2 -1164.72 -32569.2 -146021 44173.3
internal_weight=0 1.63654e+06 399584 26779 9024 17755 5071 3017 2701 1626 1539 2054 1075 3044 12684 1219 879 482 413 309 104 5980 11255 7008 3753 3255 1963 780 118 1292
internal_count=4318164 1636543 399584 26779 9024 17755 5071 3017 2701 1626 1539 2054 1075 3044 12684 1219 879 482 413 309 104 5980 11255 7008 3753 3255 1963 780 118 1292
is_linear=0
shrinkage=0.1


Tree=2279
num_leaves=31
num_cat=0
split_feature=5 1 1 2 3 5 5 3 1 3 0 2 0 0 3 0 3 5 0 5 5 5 2 2 0 0 5 5 2 0
split_gain=1.32109e+12 9.63261e+12 2.0184e+13 2.54214e+13 7.52295e+13 5.01085e+13 8.14571e+13 3.26267e+13 1.08053e+14 1.05917e+14 7.01955e+13 1.11069e+14 5.79099e+13 5.11779e+13 4.98928e+13 4.77951e+13 5.34917e+13 6.77474e+13 6.28232e+13 1.02441e+14 1.321e+14 5.21132e+13 7.7396e+13 7.14542e+13 4.32078e+13 7.86771e+13 5.76451e+13 5.67643e+13 4.30202e+13 3.69108e+13
threshold=89.00500000000001 82.911991800000024 82.940215400000014 13.500000000000002 20.500000000000004 98.020000000000024 161.85000000000002 14.500000000000002 82.926290250000008 15.500000000000002 55.010031850000011 3.5000000000000004 55.025681450000008 55.017213950000006 12.500000000000002 55.017766000000002 17.500000000000004 103.45000000000002 55.055104550000003 132.05000000000004 128.92000000000004 118.33500000000002 5.5000000000000009 10.500000000000002 55.030402950000003 55.039751500000008 123.15000000000002 92.035000000000011 5.5000000000000009 55.043101600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 8 29 -9 11 -10 13 14 -12 -11 17 -17 19 20 21 22 -19 -24 -14 26 -26 -27 -23 -3
right_child=1 2 -4 4 -6 6 -8 9 10 15 12 -13 24 -15 -16 16 -18 18 -20 -21 -22 28 23 -25 25 27 -28 -29 -30 -31
leaf_value=12.836450867709935 -495.65712659591446 7440.23074975895 40.107425742191239 6417.7163161057697 1128.5379157090881 125926.3856968246 -29633.320021802327 -73939.07848933294 28704.40236672794 -41084.050641983697 88087.137850215528 313236.39157608699 89596.165107685825 -69726.052534179689 -76476.066796875006 -2537.9722567171666 -6825.1139456884921 25142.848399390248 -13467.377333470396 -50856.681745426831 348112.67119565222 109806.52226562501 282972.793515625 64715.701041666667 3828.9582920404132 -35246.417060692635 -130221.81484375001 63301.41459379904 -71189.729741379313 -17494.475933279526
leaf_weight=4097479 191617 1580 22542 104 583 155 43 208 34 230 58 23 148 100 27 296 961 41 76 41 23 24 40 24 162 67 40 458 29 951
leaf_count=4097479 191617 1580 22542 104 583 155 43 208 34 230 58 23 148 100 27 296 961 41 76 41 23 24 40 24 162 67 40 458 29 951
internal_value=0 -238.336 1457.93 6355.37 22112.7 62621.9 92143.2 3883.25 9504.52 -6405.96 35411.1 143516 29597.9 -21234.6 35814.1 1463.44 7756.64 31347.7 65005.9 91870.6 124201 91606.3 132409 201126 40345.4 30319.1 -22715.7 50724.8 10770.8 -1928.76
internal_weight=0 220685 29068 6526 885 302 198 5641 3648 1993 1117 57 1060 185 85 1785 1555 594 298 222 181 158 105 64 875 727 202 525 53 2531
internal_count=4318164 220685 29068 6526 885 302 198 5641 3648 1993 1117 57 1060 185 85 1785 1555 594 298 222 181 158 105 64 875 727 202 525 53 2531
is_linear=0
shrinkage=0.1


Tree=2280
num_leaves=31
num_cat=0
split_feature=0 3 0 1 1 2 3 3 6 0 3 5 3 5 5 1 5 5 5 5 5 5 3 5 5 5 3 1 5 2
split_gain=1.33112e+12 8.26572e+12 8.14609e+12 7.06587e+13 1.01144e+14 7.46725e+13 8.79848e+13 8.52569e+13 6.41021e+13 6.03097e+13 5.89109e+13 3.27078e+13 3.1951e+13 2.83253e+13 4.69968e+13 2.76036e+13 3.22015e+13 2.64534e+13 2.37885e+13 2.37719e+13 2.28912e+13 2.26771e+13 3.67392e+13 2.06881e+13 1.88376e+13 2.40288e+13 2.74922e+13 1.73739e+13 2.5299e+13 1.91482e+13
threshold=56.819808050000006 35.500000000000007 56.791364150000007 60.648383500000008 60.58031445000001 6.5000000000000009 25.500000000000004 26.500000000000004 1.5000000000000002 56.802385350000009 9.5000000000000018 49.995000000000012 16.500000000000004 137.05000000000004 125.85000000000001 60.628582700000003 92.035000000000011 116.06000000000002 128.92000000000004 123.15000000000002 50.005000000000003 47.415000000000006 19.500000000000004 94.040000000000006 48.510000000000012 142.05000000000004 15.500000000000002 60.528664650000003 58.755000000000003 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 21 -6 8 9 11 -8 -5 -7 24 14 17 -11 -17 -14 19 -13 -12 -4 27 -24 -10 -26 -27 -23 -29 -30
right_child=1 -3 3 10 5 6 7 -9 12 15 20 18 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=-12.367251176571415 108.32769560552413 27037.119720137751 -2232.8112671482295 -5022.9724668756535 -1527.9962673975717 22661.03683093586 12401.602239739404 6068.4546816143593 -4712.0313068181522 -3550.1123388671876 -19479.938507782601 52973.420527176029 24174.657827929455 140376.46979166669 -104886.60779854911 -66985.071659832072 -182148.61503182873 132323.3360054348 139044.65171370967 -50460.262839673916 -47921.106793966799 -10649.073523583129 -22199.508645194721 -71835.555777815942 16003.22481132348 7684.1675751657203 -134738.11195652172 -10119.053353895746 8805.890609435126 76947.060174418599
leaf_weight=3431841 852595 114 8350 1744 7354 678 146 2017 952 60 543 655 1359 21 28 241 27 23 31 23 591 4003 1087 91 1387 33 23 1097 1007 43
leaf_count=3431841 852595 114 8350 1744 7354 678 146 2017 952 60 543 655 1359 21 28 241 27 23 31 23 591 4003 1087 91 1387 33 23 1097 1007 43
internal_value=0 111.928 -27.5409 -1576.71 -173.75 5679.64 12559.8 -2899.93 19947.2 -41062.8 -16559.8 38364.5 13270.5 25092.9 23375.9 -64861 -78587.4 25974.5 53381.4 49464.6 -34302.5 -5795.67 -9855.42 -26033.9 6206.77 13410.3 -50810.7 -6756.52 501.003 11596.4
internal_weight=0 852709 3.46546e+06 33614 30736 15058 7704 2491 5213 474 2878 1387 3826 1431 1410 328 268 1382 709 678 1134 15678 7328 1178 2395 1443 56 6150 2147 1050
internal_count=4318164 852709 3465455 33614 30736 15058 7704 2491 5213 474 2878 1387 3826 1431 1410 328 268 1382 709 678 1134 15678 7328 1178 2395 1443 56 6150 2147 1050
is_linear=0
shrinkage=0.1


Tree=2281
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 3 1 0 0 1 1 5 1 6 5 3 3 2 5 3 1 0 5 5 3 3 2 4 3 4
split_gain=1.26783e+12 4.8124e+12 2.05733e+13 2.1519e+13 1.35803e+13 1.30177e+13 1.66879e+13 1.48162e+13 1.31125e+13 2.72347e+13 2.21649e+13 1.96146e+13 1.85001e+13 1.47031e+13 1.23549e+13 1.38395e+13 1.2361e+13 1.22558e+13 1.22151e+13 1.20302e+13 1.14377e+13 2.7922e+13 4.73859e+13 5.33626e+13 3.36494e+13 3.27093e+13 2.35244e+13 3.25577e+13 2.27044e+13 3.47014e+13
threshold=28.500000000000004 37.39371280000001 37.362912300000012 55.820531900000013 55.795550600000006 31.500000000000004 37.275078000000001 55.68356880000001 55.820531900000013 30.578016350000002 37.098288800000006 88.015000000000015 37.275078000000001 1.5000000000000002 41.995000000000012 31.500000000000004 32.500000000000007 15.500000000000002 84.030000000000015 33.500000000000007 37.487839250000007 55.701368300000006 89.00500000000001 51.015000000000008 36.500000000000007 29.500000000000004 4.5000000000000009 2.5000000000000004 31.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 17 6 -2 -8 12 18 -11 13 -7 -12 -6 -16 -17 -4 -10 -14 21 28 23 -23 25 26 -25 -28 29 -3
right_child=1 20 3 -5 14 8 7 -9 9 10 11 -13 19 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.8893308471132331 -2336.4431831539146 -51599.751477864585 64485.656727430556 -76547.018383789065 -7622.6080564069971 54174.06067708334 -38391.183459051725 36938.233481277588 -4751.1002627793177 82929.821079545465 15702.163203157337 98538.527463942315 -10497.005007632521 -51085.988682432435 -83030.57932997882 16996.916154513889 -53113.676384320184 -8049.492051650539 -55571.980116421568 -47318.04993286133 -843.66572609638888 618.67845444790157 -125407.16453804349 68420.676056338038 -82403.936830357154 68471.792482702716 -29132.306831095044 61994.650053879319 1767.4498107489353 47468.646431107954
leaf_weight=4283289 383 180 36 64 209 42 29 262 651 55 302 26 1172 37 59 45 57 66 51 96 28053 688 23 71 21 306 121 58 1668 44
leaf_count=4283289 383 180 36 64 209 42 29 262 651 55 302 26 1172 37 59 45 57 66 51 96 28053 688 23 71 21 306 121 58 1668 44
internal_value=0 -600.5 -4040.52 -22133.1 -14754.9 -918.294 11379.3 29431.2 -4326.41 3607.73 23750 14832.5 -11121.9 8412.6 -23660.9 -44480.9 -22182.5 17551.1 -8443.22 -13284.7 -199.368 5484.43 16841.4 19427.7 41855.2 46548.4 19714.2 394.864 -2246.95 -32139.9
internal_weight=0 34875 3642 536 472 3106 674 291 2432 1122 420 365 1310 339 370 161 102 102 702 1268 31233 3180 1288 1265 577 556 250 179 1892 224
internal_count=4318164 34875 3642 536 472 3106 674 291 2432 1122 420 365 1310 339 370 161 102 102 702 1268 31233 3180 1288 1265 577 556 250 179 1892 224
is_linear=0
shrinkage=0.1


Tree=2282
num_leaves=31
num_cat=0
split_feature=4 3 3 5 1 3 2 2 1 2 2 6 1 0 5 5 2 5 2 5 1 5 0 2 5 0 5 0 0 0
split_gain=1.26383e+12 5.74248e+12 1.09896e+13 3.20603e+13 1.71033e+13 1.68459e+13 1.55017e+13 1.42418e+13 2.22325e+13 4.06983e+13 2.63312e+13 3.95198e+13 2.22063e+13 1.25316e+13 9.61066e+12 1.99953e+13 1.71009e+13 1.3281e+13 1.3219e+13 2.98348e+13 2.7123e+13 1.23473e+13 1.18513e+13 1.10354e+13 9.22769e+12 1.99369e+13 2.61977e+13 1.86675e+13 1.41885e+13 1.71822e+13
threshold=4.5000000000000009 23.500000000000004 19.500000000000004 93.00500000000001 55.957851400000003 18.500000000000004 17.500000000000004 7.5000000000000009 38.959914000000005 17.500000000000004 18.500000000000004 1.5000000000000002 39.041623000000008 55.455204450000004 142.05000000000004 118.33500000000002 7.5000000000000009 137.05000000000004 20.500000000000004 161.85000000000002 39.047276750000002 105.35000000000001 55.860536450000005 24.500000000000004 87.395000000000024 59.916647550000008 41.995000000000012 59.939091550000008 59.950068600000009 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 24 -7 -5 9 -9 11 -10 -12 -11 15 16 -3 -17 -16 -20 -21 22 -18 -22 25 -2 -27 -28 -26 -30
right_child=1 14 3 7 -6 6 -8 8 10 13 12 -13 -14 -15 18 17 21 -19 19 20 23 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-3.1262750070811509 5096.4700811545808 -51344.015824497772 -158229.4489346591 46863.842361111114 -37334.556343750002 74202.201796538255 -21357.998307291666 -144694.85402832032 -41109.998372395836 -43494.325837053577 51027.729224537041 123655.33812288853 -56391.777861182374 58696.510565476194 46795.89824652778 121943.62763061524 124858.170390625 23536.109049479168 -112619.54579326924 -50737.700896990747 70639.142821269139 -13306.575592041016 18497.630965909091 -4168.326941287879 781.56640055420269 153501.25296875002 87792.659853830643 -9900.533527417454 -35924.072676787153 -3387.977181704513
leaf_weight=4303792 1266 35 22 45 25 58 24 32 24 28 27 37 67 21 45 32 20 24 26 54 49 32 22 33 11452 20 31 53 233 535
leaf_count=4303792 1266 35 22 45 25 58 24 32 24 28 27 37 67 21 45 32 20 24 26 54 49 32 22 33 11452 20 31 53 233 535
internal_value=0 936.184 610.348 -17478.3 -93923.7 1044.31 46233.4 -4692.06 -14522.6 -56980.9 7665.21 58829.6 -25537.2 301.747 13198.8 31202 6250.09 79769 -1151.52 -14470.3 4293.58 33490.6 69145.5 40533.7 771.643 8554.01 50643 26152.9 -100.849 -13259
internal_weight=0 14372 14000 328 47 13672 82 281 236 81 155 61 94 49 372 165 109 56 207 162 136 74 42 82 13590 1370 104 84 12220 768
internal_count=4318164 14372 14000 328 47 13672 82 281 236 81 155 61 94 49 372 165 109 56 207 162 136 74 42 82 13590 1370 104 84 12220 768
is_linear=0
shrinkage=0.1


Tree=2283
num_leaves=31
num_cat=0
split_feature=0 2 1 1 1 2 1 5 1 1 5 5 2 5 3 4 6 1 5 1 5 3 5 0 5 5 5 3 0 5
split_gain=1.26264e+12 7.41256e+12 7.05122e+12 7.05642e+12 1.94226e+13 1.59819e+13 2.13505e+13 1.79692e+13 1.57477e+13 3.46109e+13 3.13512e+13 5.15686e+13 5.47388e+13 1.52003e+13 2.45954e+13 3.08116e+13 3.0352e+13 1.51146e+13 1.47911e+13 1.47431e+13 3.10947e+13 1.80594e+13 1.41013e+13 1.36496e+13 1.30357e+13 1.28255e+13 2.65169e+13 1.23369e+13 1.50574e+13 1.25399e+13
threshold=61.785186750000001 16.500000000000004 30.578016350000002 54.845880150000006 55.912026600000011 1.5000000000000002 52.395917250000004 72.010000000000005 34.359746700000009 35.911716050000003 84.030000000000015 93.00500000000001 4.5000000000000009 85.020000000000024 6.5000000000000009 3.5000000000000004 1.5000000000000002 50.388877400000005 75.015000000000015 114.17164950000002 86.02500000000002 2.5000000000000004 70.50500000000001 63.563300600000012 73.405000000000015 99.555000000000021 132.05000000000004 3.5000000000000004 63.563300600000012 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 22 23 18 10 -10 -12 -13 -11 15 -15 -16 -18 -9 20 21 -6 -4 -7 -8 -20 -27 29 -29 -21
right_child=1 -3 3 4 19 7 24 8 9 13 11 12 -14 14 16 -17 17 -19 25 27 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.4992934842952961 -47630.292353820805 38212.313256337693 -8343.989910888673 -64695.431437499996 16723.34039094012 -2195.950851222015 4016.0622114531166 43137.541935911024 3225.5389701704548 24481.201201832209 195084.23434151788 -35303.624102618247 150017.21310860771 -120243.4765625 -45637.849212346315 -2850.5643273305086 82245.389846622245 15349.115774414064 -24413.902894635408 -5958.9946560672806 -49518.272727098658 -5133.2890140212603 -35337.348485984265 4346.073311363135 54148.045894886367 43225.231266276045 -80103.296342329544 5399.3170196163092 -65738.716744791673 -64044.251091746803
leaf_weight=4288474 32 49 2117 50 399 6560 911 59 55 403 35 37 28 36 61 59 51 100 230 791 153 7196 213 6207 55 84 22 3628 30 39
leaf_count=4288474 32 49 2117 50 399 6560 911 59 55 403 35 37 28 36 61 59 51 100 230 791 153 7196 213 6207 55 84 22 3628 30 39
internal_value=0 -649.886 -714.129 -663.425 -2496.53 636.667 -5629.34 2109.03 13502.1 21056.8 63868.4 97222 44526.9 11710.6 -5053.52 -47336.3 13894 37943.2 -3041.61 -2242.36 -4884.21 -3985.06 -10811.6 984.62 6870.37 -11150.4 17628.7 2318.46 4815.9 -8688.3
internal_weight=0 29690 29641 29609 12286 17323 3296 14027 1260 865 155 100 65 710 307 95 212 151 395 12236 7748 7595 2330 12767 966 336 106 4488 3658 830
internal_count=4318164 29690 29641 29609 12286 17323 3296 14027 1260 865 155 100 65 710 307 95 212 151 395 12236 7748 7595 2330 12767 966 336 106 4488 3658 830
is_linear=0
shrinkage=0.1


Tree=2284
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 1 0 0 1 1 0 1 0 6 1 4 6 0 1 5 0 5 0 0 0 5 1 5 0 1
split_gain=1.25344e+12 8.00159e+12 7.80236e+12 1.24873e+13 1.34075e+13 4.22511e+13 4.76881e+13 3.56848e+13 3.82441e+13 6.47611e+13 1.77667e+14 5.7123e+13 6.53755e+13 1.53086e+14 9.91679e+13 4.97761e+13 6.97979e+13 4.58741e+13 4.375e+13 6.23592e+13 3.9674e+13 4.5129e+13 3.30634e+13 3.07249e+13 2.97639e+13 2.81888e+13 9.97283e+13 4.10865e+13 2.74151e+13 5.22859e+13
threshold=3.5000000000000004 8.5000000000000018 82.837870700000011 57.550671000000001 55.946414150000003 44.083877800000003 58.049540950000008 55.795550600000006 37.971176850000006 37.328003200000005 55.885524800000006 37.314272700000011 55.820531900000013 1.5000000000000002 37.098288800000006 1.5000000000000002 1.5000000000000002 55.812836050000008 37.642309100000013 67.520000000000024 55.834684950000003 46.010000000000012 55.860536450000005 55.826364100000013 56.028355650000009 64.020000000000024 37.597123000000003 84.030000000000015 55.657530000000008 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 24 28 9 11 15 12 13 -9 -15 -11 -17 -18 23 22 21 -14 -20 -19 -7 -12 27 -27 -1 -30
right_child=-2 -3 -4 -5 5 6 -8 8 -10 10 25 -13 20 14 -16 16 17 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=531.42413146870479 -13.188101142653203 49458.256624348956 -1214.0558760890435 2262.2139041690971 505.37492242828284 -32208.853320376635 3047.1073940206979 922.07564133199048 8941.1668261397517 -30339.559084623896 -4449.2628843508064 163758.53969089675 -4518.4634543239481 74668.620608578087 281950.62511574075 19865.500505514705 -233971.23912417763 -65615.915787760416 106948.27556818182 -177333.14456250001 -1856.3613407258065 -97506.829004810483 -68474.864732142858 -200494.95028782895 -8633.5985038845847 221981.35256347657 -32405.485423368566 48894.932552083337 -34192.81874142601 -3241.1636573063797
leaf_weight=111337 4074053 33 33097 31840 34811 571 3944 600 9120 113 485 23 101 159 27 34 38 24 22 25 589 108 21 57 8619 32 68 24 588 7601
leaf_count=111337 4074053 33 33097 31840 34811 571 3944 600 9120 113 485 23 101 159 27 34 38 24 22 25 589 108 21 57 8619 32 68 24 588 7601
internal_value=0 220.101 213.444 437.378 113.037 -1318.05 -6150.94 636.021 5914.12 -4912.04 -25715.7 7295.69 5023.82 25493.9 104758 -84327.2 -111932 -135895 -110882 -51741.7 -15138.5 -52569.9 21276.5 -160531 -10098.4 6429.25 48978.3 147801 120.691 -5463.61
internal_weight=0 244111 244078 210981 179141 47945 13134 131196 11670 2550 943 1607 1584 786 186 334 221 187 149 68 798 209 43 81 9190 609 124 56 119526 8189
internal_count=4318164 244111 244078 210981 179141 47945 13134 131196 11670 2550 943 1607 1584 786 186 334 221 187 149 68 798 209 43 81 9190 609 124 56 119526 8189
is_linear=0
shrinkage=0.1


Tree=2285
num_leaves=31
num_cat=0
split_feature=5 1 5 3 3 3 5 5 5 0 5 6 3 5 3 5 2 2 0 3 5 5 6 2 3 3 5 5 4 3
split_gain=1.21465e+12 8.41665e+12 7.56255e+13 3.74519e+13 2.43935e+13 1.95359e+13 1.15417e+14 4.63451e+13 5.51155e+13 4.81858e+13 4.37474e+13 5.00977e+13 3.83424e+13 2.75466e+13 6.50268e+13 2.6182e+13 3.5597e+13 3.51588e+13 2.45518e+13 3.55158e+13 2.37422e+13 2.18446e+13 2.11226e+13 3.33923e+13 1.97369e+13 1.9564e+13 2.79592e+13 5.60818e+13 4.79846e+13 1.62674e+13
threshold=96.015000000000015 20.507360500000004 99.555000000000021 7.5000000000000009 9.5000000000000018 3.5000000000000004 112.04500000000002 107.05000000000001 109.05000000000001 54.708501450000007 112.04500000000002 1.5000000000000002 8.5000000000000018 104.75000000000001 6.5000000000000009 177.02500000000003 3.5000000000000004 6.5000000000000009 54.725565150000001 8.5000000000000018 132.05000000000004 128.92000000000004 1.5000000000000002 6.5000000000000009 11.500000000000002 12.500000000000002 125.85000000000001 116.06000000000002 3.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -4 13 -9 12 11 -11 20 -7 -15 16 25 24 19 -13 -10 -14 -16 -24 -18 26 27 -12 -28 -30
right_child=1 -3 5 4 -6 7 -8 8 9 10 15 18 21 14 22 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=10.046222860251303 -2216.1883865356444 -193.95597603325146 -204731.08790322582 -126158.30316938921 -36927.751924035903 12668.992474453691 21778.262795350613 -103302.38563596492 -167215.96410472973 -51824.80131667565 -19222.275042229732 220635.76203703706 73577.910903532611 189871.76785037879 78508.828421875005 60732.496835937505 -34697.192081633715 9219.5768885869566 20751.857638888891 65986.580149147732 -45166.134988839287 -64245.440557065223 59947.874952651517 -87135.246255387945 -130423.1222826087 117507.1378125 -107551.08681175596 103481.37633333333 -17133.892092803031 85525.658485991386
leaf_weight=4168594 64 147628 31 88 47 276 82 57 37 29 74 27 23 33 50 60 339 230 27 33 28 23 33 29 23 20 42 75 33 29
leaf_count=4168594 64 147628 31 88 47 276 82 57 37 29 74 27 23 33 50 60 339 230 27 33 28 23 33 29 23 20 42 75 33 29
internal_value=0 -279.993 -6820.44 -65223 -95092.9 -152.561 -40361.5 2634.93 -7315.37 -2566.01 4112.35 62000.9 -65198.2 31209.5 66500.5 -3147.19 -7578.15 -21354 99942.8 135579 -114641 4666.24 30150 -8849.07 -40779.2 22294.8 14768.1 42541.3 -25022.3 30884.3
internal_weight=0 149570 1942 199 135 1743 113 1630 1209 1152 1041 116 111 421 145 925 865 592 87 60 65 46 112 62 362 273 253 149 104 62
internal_count=4318164 149570 1942 199 135 1743 113 1630 1209 1152 1041 116 111 421 145 925 865 592 87 60 65 46 112 62 362 273 253 149 104 62
is_linear=0
shrinkage=0.1


Tree=2286
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 3 3 1 0 3 5 4 0 3 4 4 0 0 0 0 1 4 1 1 3 0 5 0 0 0
split_gain=1.26116e+12 2.08478e+13 5.90285e+13 2.86971e+13 2.54259e+13 2.53946e+13 1.0985e+14 7.38415e+13 7.14304e+13 2.50929e+13 2.45694e+13 2.44073e+13 2.43669e+13 2.39478e+13 3.06341e+13 2.34056e+13 4.35568e+13 2.50195e+13 2.26899e+13 3.63009e+13 3.40418e+13 2.57732e+13 2.5871e+13 2.77862e+13 3.38329e+13 2.83042e+13 2.26331e+13 2.19703e+13 5.99247e+13 2.47899e+13
threshold=61.405000000000008 59.810000000000009 38.058342000000003 10.500000000000002 30.362552800000003 19.500000000000004 18.500000000000004 30.278357500000002 59.896318000000008 9.5000000000000018 61.020000000000003 1.5000000000000002 45.040161900000008 14.500000000000002 2.5000000000000004 2.5000000000000004 55.141517900000004 56.663136550000011 55.078308950000007 55.173809400000003 82.926290250000008 2.5000000000000004 38.975980350000007 38.959914000000005 21.500000000000004 45.059881250000011 61.020000000000003 59.904813200000007 60.003414000000006 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 6 -3 -8 -9 -4 -6 12 -5 14 -12 16 -11 -17 20 -20 21 22 23 24 -13 -26 -24 29 -29 -7
right_child=-2 2 3 11 10 27 7 8 -10 15 13 18 -14 -15 -16 17 -18 -19 19 -21 -22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=22.83885551146469 89.456170871799003 -3371.8553932182258 -2219.6377189342916 3657.426346229402 4161.3180766089645 -35016.709997793347 5068.2749813633118 -186.07036576704547 150768.97974259962 13881.017424112899 -26736.842479152165 -13864.592414789458 -23143.021044709541 3234.0208577960807 2611.5997216796877 -7238.0368539295105 -1261.5373564952833 21309.191561037995 -30011.601198433691 -6539.0768065362308 7500.9900431513033 -20563.037741924229 -2802.1327647051867 -35769.739041053101 -7330.1911760602688 81085.555739583331 14277.755264762156 -62991.68888532366 -6416.2287001240147 24062.331034796578
leaf_weight=3022366 1154593 6454 60916 453 29198 104 131 44 109 3662 853 849 1351 1588 610 2855 3947 344 709 9318 2981 906 11307 469 70 75 833 280 565 224
leaf_count=3022366 1154593 6454 60916 453 29198 104 131 44 109 3662 853 849 1351 1588 610 2855 3947 344 709 9318 2981 906 11307 469 70 75 833 280 565 224
internal_value=0 -32.6484 -1220.3 -2509.28 2022.84 -3057.39 -693.437 60174.6 107357 -1431.78 3269.07 -5145.03 -16413.2 -5269.69 -14500 3008.77 6026.15 -4168.25 -4406.3 -8198.8 -2232.06 -4231.8 -3144.09 -15706.6 -6240.18 38402.1 -1630.18 -16636.5 -25163.1 5329.95
internal_weight=0 3.16357e+06 141205 101045 40160 7911 6738 284 153 71724 32249 29321 1804 3051 1463 10808 7609 3199 27517 10027 17490 14509 13603 1463 994 145 12140 1173 845 328
internal_count=4318164 3163571 141205 101045 40160 7911 6738 284 153 71724 32249 29321 1804 3051 1463 10808 7609 3199 27517 10027 17490 14509 13603 1463 994 145 12140 1173 845 328
is_linear=0
shrinkage=0.1


Tree=2287
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 0 1 6 3 3 5 3 0 5 0 0 1 3 5 3 2 1 3 3 3 3 1 3 1
split_gain=1.33432e+12 1.15673e+13 5.27613e+13 9.58483e+13 3.32152e+14 1.68136e+14 1.23119e+14 2.14691e+14 1.04495e+14 2.19581e+14 1.42817e+14 1.0149e+14 9.5707e+13 9.37639e+13 7.10992e+13 6.79793e+13 6.6312e+13 6.61334e+13 9.67411e+13 5.72392e+13 5.69239e+13 5.62264e+13 5.45171e+13 6.29157e+13 7.54367e+13 6.21601e+13 5.92556e+13 5.90851e+13 5.6547e+13 5.44168e+13
threshold=55.405000000000008 37.752451500000006 37.692869000000009 55.645049100000001 55.56564190000001 55.727011600000004 55.664473600000008 37.712318250000003 1.5000000000000002 15.500000000000002 20.500000000000004 61.405000000000008 12.500000000000002 55.601678500000013 82.00500000000001 55.946414150000003 55.674875350000008 37.737121850000008 22.500000000000004 83.010000000000005 15.500000000000002 6.5000000000000009 37.712318250000003 23.500000000000004 24.500000000000004 11.500000000000002 14.500000000000002 37.726745000000001 17.500000000000004 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 11 -8 9 -9 -11 -5 16 22 -14 -7 -10 -13 19 -19 -21 -18 -6 25 -25 -24 -27 28 -28 -29
right_child=1 -3 3 5 13 15 7 8 12 10 -12 17 14 -15 -16 -17 21 18 -20 20 -22 -23 23 24 -26 26 27 29 -30 -31
leaf_value=-43.425512290791488 -88.634560104913007 222.2612150978519 -9980.234427933965 21402.563266046036 -74342.151363932295 -187.59183829141057 40793.61358287184 92246.46867816092 37808.23081389127 -105515.72953788702 -44125.234830439535 -35355.096291927417 -11338.176474074939 19415.091449828818 76945.429844743121 -23341.683996018237 -82817.626585934893 -35041.354965189203 188112.86043346775 178383.77658854169 -14844.493154611897 -905.93775318287044 -10121.281648254395 -137278.22283653845 41157.87600070225 218157.92078450523 24749.58439670139 151105.26257205848 173041.46473307291 51024.715857687115
leaf_weight=2681621 372805 1236959 5980 835 30 11255 316 87 73 675 864 980 402 2165 118 1429 374 147 31 30 31 108 64 26 267 36 180 165 30 81
leaf_count=2681621 372805 1236959 5980 835 30 11255 316 87 73 675 864 980 402 2165 118 1429 374 147 31 30 31 108 64 26 267 36 180 165 30 81
internal_value=0 71.1566 -396.606 -4684.04 3707.78 -8949.19 -24339.6 -37196.3 -46320.6 -62313.6 -71050.9 -5455.26 -22130.3 30598.2 8695.41 -2796.17 -51012 -23852.5 23312.8 -1248.77 80185.8 -64464 58142.3 62823.8 25324 82585.4 94644.8 84893.7 45934.1 118152
internal_weight=0 1.63654e+06 399584 26779 9024 17755 5071 3017 2701 1626 1539 2054 1075 3044 520 12684 555 1219 239 208 61 482 879 849 293 556 492 456 210 246
internal_count=4318164 1636543 399584 26779 9024 17755 5071 3017 2701 1626 1539 2054 1075 3044 520 12684 555 1219 239 208 61 482 879 849 293 556 492 456 210 246
is_linear=0
shrinkage=0.1


Tree=2288
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 3 1 5 1 5 2 3 0 1 1 1 5 5 3 1 5 1 3 2 3 4 5 4 5
split_gain=1.22664e+12 5.16041e+13 9.97568e+13 1.24986e+14 8.55301e+13 6.81031e+13 4.44615e+13 4.08448e+13 3.89957e+13 3.84368e+13 6.08752e+13 7.65642e+13 3.38722e+13 3.10204e+13 2.72913e+14 1.76974e+14 1.41258e+14 1.21511e+14 1.1635e+14 1.1086e+14 1.4701e+14 8.91018e+13 7.59057e+13 1.70032e+14 9.6825e+13 9.58224e+13 8.62912e+13 1.22867e+14 7.73605e+13 1.44939e+14
threshold=55.91302515000001 55.924336300000007 37.692869000000009 15.500000000000002 59.025000000000013 38.058342000000003 24.500000000000004 49.236330900000006 33.395000000000003 37.597123000000003 68.00500000000001 2.5000000000000004 8.5000000000000018 55.87722990000001 37.417247200000006 37.533784800000006 37.726745000000001 37.005000000000003 63.005000000000003 23.500000000000004 37.475443250000005 72.010000000000005 37.314272700000011 8.5000000000000018 5.5000000000000009 11.500000000000002 3.5000000000000004 87.00500000000001 2.5000000000000004 65.045000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 9 6 8 -5 -7 -4 10 -2 -12 -11 -1 22 17 -17 -16 -18 -19 -21 -22 25 24 -24 -15 27 28 29 -25
right_child=1 -3 5 4 -6 7 -8 -9 -10 12 11 -13 -14 14 15 16 18 19 -20 20 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=6.5651478642118706 16554.776818660175 9.3016167053339753 -5664.9765625941291 -11838.645413962404 -67517.641850162836 -28838.373182940111 -119068.92453125001 4332.9847562283894 13061.534010425537 -94467.114864990232 217754.27595486111 33286.066373697919 6337.9003729248052 -2232.1370995232674 8200.1995676379156 3060.3454151269461 -5243.4940443733358 -33022.395302259181 -27650.900981407009 26765.380414655538 -12046.031928641336 -75352.158788564251 75984.844775191319 22926.01164585544 226225.46585787262 58089.677045818396 -56477.235117039541 109271.46463030971 -12726.174451139932 140371.36411694551
leaf_weight=2991712 586 1260308 1232 1161 427 705 40 784 11416 50 36 60 100 1928 1403 21806 11929 4498 2876 853 912 294 245 1499 52 305 132 167 535 113
leaf_count=2991712 586 1260308 1232 1161 427 705 40 784 11416 50 36 60 100 1928 1403 21806 11929 4498 2876 853 912 294 245 1499 52 305 132 167 535 113
internal_value=0 82.254 5621.96 -12963.3 -29077.1 8856 -15410 -11372.7 11237.4 18567.1 28647.2 102462 -27263.8 -34.5352 -2516.23 -4996.03 -2057.84 -18509.9 -9596.33 -24225 -5006.63 -27478.9 19695.9 30839.6 102290 6007.07 22163.9 26649.9 20223.4 31158.8
internal_weight=0 1.2769e+06 16597 2460 1628 14137 1201 1489 12648 832 682 96 150 3.04126e+06 49547 44571 36611 7960 14805 6557 2059 1206 4976 2743 297 2233 2446 2314 2147 1612
internal_count=4318164 1276905 16597 2460 1628 14137 1201 1489 12648 832 682 96 150 3041259 49547 44571 36611 7960 14805 6557 2059 1206 4976 2743 297 2233 2446 2314 2147 1612
is_linear=0
shrinkage=0.1


Tree=2289
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 1 3 1 4 5 1 1 2 1 1 1 6 1 1 1 5 0 1 2 1 5 3 4 3 5
split_gain=1.25198e+12 3.13829e+13 4.33245e+13 5.02226e+13 1.11929e+14 4.69437e+13 4.10583e+13 4.2052e+13 3.9546e+13 3.83938e+13 5.98764e+13 9.57999e+13 5.74292e+13 4.62267e+13 4.39227e+13 1.38526e+14 1.92147e+14 8.43636e+13 1.51829e+14 4.39404e+14 2.61922e+14 1.51897e+14 1.27657e+14 1.16712e+14 1.16182e+14 1.7656e+14 1.45569e+14 9.15011e+13 8.59688e+13 6.52553e+13
threshold=55.734663800000007 55.751981950000008 1.5000000000000002 38.233559750000005 49.201680550000006 37.998366300000008 19.500000000000004 49.177301950000007 4.5000000000000009 103.45000000000002 37.792847950000002 37.542000650000013 11.500000000000002 37.914142000000005 37.712318250000003 37.777459000000007 1.5000000000000002 37.533784800000006 37.597123000000003 37.620907050000007 56.005000000000003 55.745923000000012 37.582182450000005 3.5000000000000004 37.66934650000001 55.005000000000003 26.500000000000004 2.5000000000000004 5.5000000000000009 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 8 7 -5 9 14 11 12 -11 -12 17 16 -16 -4 20 27 21 -19 -22 -23 -21 28 29 -20 -26 -27
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 13 -13 -14 -15 15 -17 -18 18 19 24 22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-42.792379821497178 -1143.8246494896568 -9.0421626210271775 5229.4161681453534 -31567.706905185874 5365.5030612073679 21064.716674271571 9447.2296593063329 -7695.7616901891497 -106378.67865423388 17913.11258561644 161682.78757102275 -222543.5987571023 -166399.64548561792 -30547.168238146551 -333401.75896739133 5663.2116375943097 -37070.940873243548 90725.235135862342 -319421.47849702381 76466.130004882812 25993.316930404977 91198.956250000003 -195514.29520833335 330846.23845338984 -200780.20544507576 41127.041433821054 -35651.650890014069 -98745.095588235301 -31636.039621189662 114347.46206735322
leaf_weight=2646600 19802 1620655 5034 1461 12918 2679 587 1491 31 73 22 33 22 29 23 4114 450 191 42 348 196 31 30 59 33 464 211 34 336 165
leaf_count=2646600 19802 1620655 5034 1461 12918 2679 587 1491 31 73 22 33 22 29 23 4114 450 191 42 348 196 31 30 59 33 464 211 34 336 165
internal_value=0 67.7535 2512.49 4840.02 1048.93 9098.72 -14707.3 -19510.4 6420.84 6713.7 -39251 -75758.4 -24769.8 52375.6 7413.28 -229.281 -51480.3 12299.9 28932 14090.3 76735.5 141194 -3410.35 248301 25550.8 10895.2 36223.5 -220698 -46762.8 60334.3
internal_weight=0 1.67156e+06 50909 31107 16457 14650 3539 2952 11971 11940 179 128 95 51 11761 4587 473 7174 2140 1633 507 281 226 90 1557 1209 840 76 369 629
internal_count=4318164 1671564 50909 31107 16457 14650 3539 2952 11971 11940 179 128 95 51 11761 4587 473 7174 2140 1633 507 281 226 90 1557 1209 840 76 369 629
is_linear=0
shrinkage=0.1


Tree=2290
num_leaves=31
num_cat=0
split_feature=0 6 3 0 0 5 1 0 0 1 1 1 0 5 5 3 1 3 0 5 5 5 0 4 5 3 4 5 5 1
split_gain=1.19977e+12 1.45215e+13 2.66315e+13 4.00808e+13 8.2259e+13 8.263e+13 8.37707e+13 5.68619e+13 7.99204e+13 5.90979e+13 1.01599e+14 8.82365e+13 4.84907e+13 5.82477e+13 5.26488e+13 4.68794e+13 3.87231e+13 3.97276e+13 3.64556e+13 3.50691e+13 5.83706e+13 3.46821e+13 3.40668e+13 3.65981e+13 3.39024e+13 3.33536e+13 3.47047e+13 3.18074e+13 7.73885e+13 3.3066e+13
threshold=57.581016350000006 1.5000000000000002 5.5000000000000009 59.916647550000008 59.896318000000008 50.805000000000007 30.332994000000003 59.853570100000006 59.755965500000009 30.502469200000004 30.578016350000002 30.226173900000003 59.950068600000009 61.845000000000006 98.020000000000024 4.5000000000000009 30.102666750000001 3.5000000000000004 59.820733200000006 80.00500000000001 69.015000000000015 82.00500000000001 59.820733200000006 1.5000000000000002 45.610000000000007 3.5000000000000004 1.5000000000000002 44.205000000000005 45.610000000000007 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 -2 11 -11 16 13 27 15 19 17 -10 -13 20 -15 -17 -18 -24 -20 -12 -27 -5 -29 -30
right_child=1 -3 -4 12 5 6 -8 -9 9 10 25 18 -14 14 -16 21 22 -19 24 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-21.059146030876107 2133.3703638802544 488.26460668323 -857.80742918625458 -27786.581658789732 10442.602997381036 292827.22994791664 82057.506134588082 -31284.243560551662 70136.7366686022 140839.04041053922 -65297.159209280304 -2591.4841888218998 1325.9059896100409 -4237.3129467010504 43542.671703506101 -102879.25614754099 43.653908203125006 -57974.803035714292 -22430.295024181549 28949.338789970931 -134249.45408854165 -251878.77321428573 34715.699024159105 94122.658922648887 -166056.4286657263 16622.207760751051 69225.299285603469 161322.20065487133 17346.199515133307 -93704.741950757583
leaf_weight=3723780 7716 391117 189865 293 132 24 88 408 37 102 33 731 2152 64 41 61 100 70 42 43 75 21 203 212 27 303 214 34 143 33
leaf_count=3723780 7716 391117 189865 293 132 24 88 408 37 102 33 731 2152 64 41 61 100 70 42 43 75 21 203 212 27 303 214 34 143 33
internal_value=0 131.934 -553.7 3754.56 6666.2 64046.5 127222 5293.31 6817.68 24245 49174.1 12814.7 -6516.83 -27404.9 -61885 -78258.2 41065.1 -13674.6 -9149.96 -49972.9 -74387.7 -141038 52438.2 65063.4 -78631.8 32174.4 38396 -6497.54 23205.7 -3475.85
internal_weight=0 594384 203267 13402 10442 244 112 10198 9790 2074 652 1422 2960 808 305 264 622 107 800 182 139 82 515 415 69 550 517 503 210 176
internal_count=4318164 594384 203267 13402 10442 244 112 10198 9790 2074 652 1422 2960 808 305 264 622 107 800 182 139 82 515 415 69 550 517 503 210 176
is_linear=0
shrinkage=0.1


Tree=2291
num_leaves=31
num_cat=0
split_feature=0 5 5 4 5 1 5 1 6 5 1 3 1 3 3 1 5 4 5 5 1 3 4 5 2 3 4 4 2 3
split_gain=1.22059e+12 7.13458e+12 1.29782e+13 9.96603e+12 6.78901e+12 9.57033e+12 6.08666e+12 5.57672e+12 5.37542e+12 1.7997e+13 8.55964e+12 1.10547e+13 1.30509e+13 3.10473e+13 1.34365e+13 1.28029e+13 1.03947e+13 1.01294e+13 9.62202e+12 9.5916e+12 9.08563e+12 8.61296e+12 7.86778e+12 7.71399e+12 7.46225e+12 6.544e+12 8.71858e+12 6.22315e+12 6.0088e+12 1.13997e+13
threshold=61.785186750000001 125.85000000000001 142.05000000000004 4.5000000000000009 118.33500000000002 50.388877400000005 116.06000000000002 30.578016350000002 1.5000000000000002 91.050000000000011 40.810045900000013 8.5000000000000018 39.826386800000009 9.5000000000000018 10.500000000000002 40.247294600000011 69.610000000000014 1.0000000180025095e-35 62.385000000000012 66.50500000000001 86.192907650000009 4.5000000000000009 2.5000000000000004 52.990000000000002 5.5000000000000009 10.500000000000002 3.5000000000000004 2.5000000000000004 15.500000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 7 -2 9 10 11 15 22 16 19 17 -14 -9 -17 -15 27 -20 23 -13 -21 26 -11 -12 29 -10
right_child=1 2 3 -5 5 -7 -8 8 28 25 20 12 13 14 -16 18 -18 -19 21 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4237406814623466 -43124.26349703881 60767.885104658024 -14186.360533761979 50253.619079589844 12320.391109374999 -69183.809409466907 50730.327496603262 72971.283203125 -1082.6212416113813 -117989.95550595238 -18736.043312092072 19153.962715259309 -23934.024692939915 14778.983721835371 -2666.4948751928605 26705.620369089385 -75498.605343455201 2688.3847016517693 123614.12783203126 25919.121041191949 -114.73985067260215 42333.559704589847 44220.141193644209 -22146.80296107701 102555.03398437501 -4341.3641415550592 -25734.898657226564 -75138.710967548075 49969.09093070653 -52613.078125
leaf_weight=4288474 31 53 96 32 25 34 23 22 26588 21 79 235 149 276 657 162 53 302 22 27 462 32 96 56 24 21 20 26 23 43
leaf_count=4288474 31 53 96 32 25 34 23 22 26588 21 79 235 149 276 657 162 53 302 22 27 462 32 96 56 24 21 20 26 23 43
internal_value=0 -638.973 19154.3 1923.63 -760.379 -34648.1 -692.488 -732.68 -687.975 3528.11 4760.35 7687.89 3449.93 -1753.24 5577.49 20032.9 -37463.3 7460.68 38891.2 22141.1 -6149.5 75447.9 19395.6 11206 61983.1 -49736.4 -72987.5 -32702.4 -1121.7 -1165.83
internal_weight=0 29690 181 128 29509 59 29450 29427 29396 2742 2680 2113 1573 1186 984 540 202 324 216 327 567 54 387 291 51 62 41 105 26654 26631
internal_count=4318164 29690 181 128 29509 59 29450 29427 29396 2742 2680 2113 1573 1186 984 540 202 324 216 327 567 54 387 291 51 62 41 105 26654 26631
is_linear=0
shrinkage=0.1


Tree=2292
num_leaves=31
num_cat=0
split_feature=5 1 2 0 3 3 6 5 3 0 5 2 6 3 5 5 0 4 2 2 2 4 2 3 0 2 5 5 0 1
split_gain=1.21276e+12 9.39341e+12 1.69904e+13 1.86819e+13 1.8524e+13 1.80043e+13 4.02308e+13 1.5441e+13 1.38159e+13 1.72907e+13 1.72445e+13 1.34833e+13 1.31876e+13 1.4514e+13 1.44846e+13 2.02817e+13 1.20356e+13 2.60305e+13 1.36601e+13 1.15374e+13 2.16096e+13 2.38804e+13 1.76794e+13 1.23204e+13 1.10151e+13 1.07733e+13 1.7125e+13 1.33062e+13 1.38892e+13 1.91369e+13
threshold=89.00500000000001 91.910414550000013 3.5000000000000004 56.281985950000006 21.500000000000004 19.500000000000004 1.5000000000000002 101.05000000000001 4.5000000000000009 50.565831500000009 102.01000000000001 15.500000000000002 1.5000000000000002 22.500000000000004 91.050000000000011 105.35000000000001 51.83362145000001 3.5000000000000004 7.5000000000000009 7.5000000000000009 6.5000000000000009 3.5000000000000004 8.5000000000000018 9.5000000000000018 52.485928400000006 14.500000000000002 107.05000000000001 97.050000000000011 52.056565900000003 92.815157350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 -8 24 10 -10 16 13 -6 -14 -16 17 18 -11 20 21 -5 -21 -24 -4 27 -27 -18 -29 -30
right_child=1 2 3 19 12 6 7 -9 9 11 -12 -13 14 -15 15 -17 25 -19 -20 22 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=12.298897645428749 -337.50756779159292 -3688.3319128252133 -75640.543892045462 37351.370364945025 -21011.668245323905 -44938.187907608699 183132.24617187501 65247.099093750003 84157.511302566534 -104573.52988281251 5778.0233750000007 -26570.724514739049 -78685.937124693635 25634.69378537692 31905.879604388298 -69486.694730870877 21778.12199776154 54886.010358796295 -4789.6480298913038 86930.930298913052 -99639.251850328947 -48085.453483857302 -71820.349388586954 34120.82101934524 12359.051092285157 10632.652864583333 130093.23410156251 -7218.6768212698771 -9626.6903458072102 18122.351026497399
leaf_weight=4097479 214676 2061 33 54 137 23 20 25 64 34 50 97 51 130 47 34 883 27 23 23 38 83 23 21 25 30 20 509 319 1125
leaf_count=4097479 214676 2061 33 54 137 23 20 25 64 34 50 97 51 130 47 34 883 27 23 23 38 83 23 21 25 30 20 509 319 1125
internal_value=0 -228.355 3671.21 7513.16 9270.99 11726.7 62650.6 117640 10657.6 11539.5 49780.5 10118.1 -11082.8 1700.04 -36939 -10654 11316.4 -25996.9 -64309.9 -19406.3 -32916.6 -14409.6 15881.8 -21257.5 -37709.7 12402.4 58416.9 11591.2 6985.37 11992.2
internal_weight=0 220685 6009 3948 3706 3307 68 45 3239 3181 114 3067 399 267 132 81 2970 84 57 242 175 137 67 44 58 2886 50 2836 1953 1444
internal_count=4318164 220685 6009 3948 3706 3307 68 45 3239 3181 114 3067 399 267 132 81 2970 84 57 242 175 137 67 44 58 2886 50 2836 1953 1444
is_linear=0
shrinkage=0.1


Tree=2293
num_leaves=31
num_cat=0
split_feature=1 3 3 5 0 2 4 3 0 5 1 6 1 1 3 0 2 3 5 5 5 5 5 5 0 0 1 3 5 5
split_gain=1.18621e+12 7.30467e+12 1.48973e+13 2.81221e+13 3.53066e+13 4.01464e+13 2.99173e+13 3.18291e+13 2.72506e+13 2.61492e+13 4.59814e+13 2.11969e+13 1.84277e+13 3.0391e+13 3.17525e+13 1.75916e+13 1.68393e+13 2.89523e+13 1.53362e+13 1.48385e+13 1.49816e+13 1.42297e+13 1.40714e+13 1.28946e+13 1.22913e+13 1.2188e+13 2.17114e+13 2.76951e+13 2.9349e+13 1.56635e+13
threshold=83.000022850000008 8.5000000000000018 5.5000000000000009 100.05000000000001 54.194619400000008 2.5000000000000004 3.5000000000000004 6.5000000000000009 54.970187400000007 107.05000000000001 91.398302750000013 1.5000000000000002 92.896330950000007 92.815157350000007 7.5000000000000009 56.054485600000007 4.5000000000000009 6.5000000000000009 107.05000000000001 161.85000000000002 120.05000000000001 132.05000000000004 56.205000000000005 13.050000000000002 56.009576300000013 51.67657710000001 104.38035940000002 4.5000000000000009 98.020000000000024 49.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 11 6 -6 9 -8 16 10 -5 15 13 18 -15 22 19 -18 -10 20 -7 -9 -4 -13 -24 26 -2 -28 29 -29
right_child=1 -3 3 4 5 8 7 21 12 -11 -12 23 -14 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=19.714805902530692 -36408.516823237609 -363.85519957738904 -639.80766384922322 155303.51152343751 26718.482656249998 -77433.11214285715 69487.465732652563 -83050.297929687498 -109622.85535714286 -37947.050660156252 -25502.369521233977 82384.569856770846 -66798.952620943513 112166.59033994934 -26274.528997395835 29859.980677746193 -94561.652805397738 18902.233220108694 -18022.502849346187 -42874.7421875 -171349.90378787881 13067.663071361942 -20762.647484121015 8938.1010727469184 -101236.51820800782 379.33516080827832 13225.789813778652 1551.3215620582569 -120697.90292119567 -13741.531332337625
leaf_weight=3782924 213 390870 617 22 115 35 127 20 21 150 39 24 65 37 30 124 44 46 141 35 33 67 372 5957 20 132479 771 1162 23 1581
leaf_count=3782924 213 390870 617 22 115 35 127 20 21 150 39 24 65 37 30 124 44 46 141 35 33 67 372 5957 20 132479 771 1162 23 1581
internal_value=0 -139.339 468.522 4623.91 -10844.9 -26423.9 11222.3 37567.5 -38972.9 -15497.5 39706.3 6857.03 -19807 -6468.67 50178 -5684.52 -68168.6 -36569 -29896.6 -95779.8 -123010 -9028.42 -10052.7 9232.82 -24868.5 220.197 -5401.79 -3534.55 -8206.35 -7263.12
internal_weight=0 535240 144370 8141 1027 602 425 214 487 211 61 7114 294 229 67 1133 193 90 162 103 68 87 1009 5981 392 136229 3750 3537 2766 2743
internal_count=4318164 535240 144370 8141 1027 602 425 214 487 211 61 7114 294 229 67 1133 193 90 162 103 68 87 1009 5981 392 136229 3750 3537 2766 2743
is_linear=0
shrinkage=0.1


Tree=2294
num_leaves=31
num_cat=0
split_feature=3 4 5 1 5 3 1 0 0 6 1 2 0 1 5 0 0 3 0 0 0 0 1 3 0 5 1 1 5 1
split_gain=1.31961e+12 9.25351e+12 2.55297e+13 3.99588e+13 3.65404e+13 6.65972e+13 4.76559e+13 5.56226e+13 6.32418e+13 4.76143e+13 7.75396e+13 4.16865e+13 3.65531e+13 3.08061e+13 4.47523e+13 6.60532e+13 4.48088e+13 3.27733e+13 2.71095e+13 1.15487e+14 7.39307e+13 4.56909e+13 1.05497e+14 4.54804e+13 5.28737e+13 5.69406e+13 4.35428e+13 4.24529e+13 3.4887e+13 3.26803e+13
threshold=9.5000000000000018 3.5000000000000004 87.395000000000024 20.507360500000004 107.05000000000001 8.5000000000000018 30.259484550000003 59.834458500000004 59.982527000000012 1.5000000000000002 30.578016350000002 3.5000000000000004 57.147575200000006 37.542000650000013 82.00500000000001 59.932719750000011 59.963407450000012 5.5000000000000009 55.812836050000008 55.834684950000003 55.806974650000008 56.367862600000002 47.282206100000003 8.5000000000000018 56.301440000000007 125.85000000000001 91.910414550000013 37.597123000000003 150.04500000000004 37.516458750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 11 10 -7 -9 -12 14 -5 -16 17 -17 20 -20 -6 22 23 27 -25 -26 28 29 -24 -21
right_child=-2 2 4 13 18 9 -8 8 -10 -11 12 -13 -14 -15 15 16 -18 -19 19 21 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-107.01604089056615 49.896949504291783 -77707.30321320564 1139.2707420308323 -380.48124052803968 -735.64049688008151 190513.86980168271 -1134.6557316165788 78431.376807598033 3243.4163930084746 -15955.358588818945 22610.025265789849 217860.42039695947 -96413.617780172426 3693.36041803439 -7611.9540164970358 -57393.666360328316 -35523.733173828128 -176680.24185049022 88919.685758659645 -1401.3545797991073 -148394.82003676469 417.03860913595003 -42980.577329950749 44292.075227864581 56594.308496093756 243807.21285511364 -3055.3738746734989 36159.058052282104 -168766.30377155173 -130715.35930397728
leaf_weight=1857116 2379540 62 187 5859 12553 26 9161 51 59 5086 234 37 29 39596 668 42 160 51 166 175 34 5803 92 156 32 33 332 773 29 22
leaf_count=1857116 2379540 62 187 5859 12553 26 9161 51 59 5086 234 37 29 39596 668 42 160 51 166 175 34 5803 92 156 32 33 332 773 29 22
internal_value=0 -61.2454 981.614 2519.6 -1054.92 -4817.09 218.079 37321.1 83348.3 -13711.8 25772 137055 9485.75 2626.86 -3601.63 -24093.2 -67608.8 -122809 1714.56 6425.08 -1134.5 4586.2 19302.5 34925.4 75865.2 151641 -21772.2 25597.9 -73127.6 -15842.5
internal_weight=0 1.93862e+06 81508 46438 35070 14870 9495 334 147 5375 289 88 263 46376 6780 921 253 93 20200 7613 12587 7447 1644 1191 221 65 453 970 121 197
internal_count=4318164 1938624 81508 46438 35070 14870 9495 334 147 5375 289 88 263 46376 6780 921 253 93 20200 7613 12587 7447 1644 1191 221 65 453 970 121 197
is_linear=0
shrinkage=0.1


Tree=2295
num_leaves=31
num_cat=0
split_feature=4 1 1 1 5 1 5 5 3 5 1 5 3 5 2 3 1 1 5 0 3 5 0 0 3 2 5 1 5 5
split_gain=1.18218e+12 5.30073e+12 2.51441e+13 3.18216e+13 2.42419e+13 2.28031e+13 3.32871e+13 2.27946e+13 2.45646e+13 1.95241e+13 3.47974e+13 2.27897e+13 2.44092e+13 2.22895e+13 2.11041e+13 2.57775e+13 3.00877e+13 1.78612e+13 5.834e+13 4.27592e+13 1.61211e+13 2.94734e+13 1.52501e+13 1.63426e+13 1.51716e+13 2.2797e+13 2.43087e+13 3.52783e+13 2.24004e+13 1.88649e+13
threshold=4.5000000000000009 44.660994650000006 46.037218400000008 45.148007750000012 132.05000000000004 44.083877800000003 125.85000000000001 177.02500000000003 5.5000000000000009 110.05000000000001 43.94115175000001 87.395000000000024 8.5000000000000018 103.45000000000002 15.500000000000002 19.500000000000004 37.597123000000003 43.94115175000001 132.05000000000004 56.320495600000008 3.5000000000000004 177.02500000000003 60.029906750000002 60.693675950000006 7.5000000000000009 1.5000000000000002 161.85000000000002 82.911991800000024 24.010000000000002 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -5 9 -7 8 -3 10 13 -12 -13 14 15 22 -17 -11 -19 20 -20 -22 -2 -24 25 26 -4 -28 -26 -27
right_child=1 2 24 4 -6 6 -8 -9 -10 17 11 12 -14 -15 -16 16 -18 18 19 -21 21 -23 23 -25 28 29 27 -29 -30 -31
leaf_value=-3.0236133361007282 -1237.4987187556451 26799.269570312499 2251.177216230752 42080.245479910722 177559.31014453128 26233.140830592107 -91923.044719696045 75142.738382056457 -110563.21708559783 1998.6066294559646 -3082.6431451612902 -188530.65878057067 -51603.254270833335 -24640.262376961284 80230.725704956058 2212.3522321428572 -147179.04421574521 152025.9291819853 44253.765727539067 75659.430412946429 -114459.1446484375 14299.589343261719 116792.12294497283 3028.5805245535716 96621.812268518523 1667.4235349671771 101823.41585144929 -3495.9176178495763 5237.7893063802367 -16932.434874323066
leaf_weight=4303792 1557 30 345 28 25 38 64 31 23 4904 31 23 30 479 32 28 26 34 20 56 40 32 23 28 27 1033 69 59 4102 1155
leaf_count=4303792 1557 30 345 28 25 38 64 31 23 4904 31 23 30 479 32 28 26 34 20 56 40 32 23 28 27 1033 69 59 4102 1155
internal_value=0 905.441 2896.43 45311.5 105985 -947.023 -47904.1 7029.15 -32810.9 -294.753 -8035.29 -71188.9 -111025 -5594.01 -208.437 -1757.21 -69716.8 3140.24 33901.7 6765.03 -35170.7 -57233 525.021 54333.7 2040.63 -3847.54 16059.6 53277.8 5835.36 -8151.06
internal_weight=0 14372 6927 137 53 7445 102 84 53 7343 2257 84 53 2173 1694 1662 54 5086 182 148 92 72 1608 51 6790 2661 473 128 4129 2188
internal_count=4318164 14372 6927 137 53 7445 102 84 53 7343 2257 84 53 2173 1694 1662 54 5086 182 148 92 72 1608 51 6790 2661 473 128 4129 2188
is_linear=0
shrinkage=0.1


Tree=2296
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 5 5 2 5 4 3 4 0 1 0 4 1 0 3 2 2 3 2 2 2 5 1 5 0 5
split_gain=1.22997e+12 6.06676e+12 9.81847e+12 8.60335e+12 1.34605e+13 5.1599e+13 3.74528e+13 1.54225e+13 2.33891e+13 1.34079e+13 1.11724e+13 1.25426e+13 1.80993e+13 8.18566e+12 1.22492e+13 8.05109e+12 8.04293e+12 2.00572e+13 1.53974e+13 1.19944e+13 1.46549e+13 1.13469e+13 8.52738e+12 1.1338e+13 7.63556e+12 1.52442e+13 1.07784e+13 1.74826e+13 1.33646e+13 9.78569e+12
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 38.096381250000007 30.259484550000003 177.02500000000003 177.02500000000003 2.5000000000000004 225.45000000000002 1.5000000000000002 11.500000000000002 1.5000000000000002 55.806974650000008 30.410108300000001 55.860536450000005 1.5000000000000002 39.041623000000008 45.029420750000007 9.5000000000000018 18.500000000000004 16.500000000000004 7.5000000000000009 15.500000000000002 12.500000000000002 7.5000000000000009 161.85000000000002 39.767857750000005 225.45000000000002 55.050600750000008 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 13 -9 -6 11 -10 -13 -8 -15 -7 17 -5 21 20 22 -19 23 24 29 -26 -27 -28 -29 -18
right_child=1 -3 -4 16 6 15 7 8 10 -11 -12 12 -14 14 -16 -17 19 18 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=3.7050448706972348 147399.9183125 -1349.6192581981106 59250.455865478521 116075.92906605115 -51102.936931818185 -66036.340104166666 -91574.441578258178 109316.26203497025 -11005.042360142301 -164233.06774414063 -21880.254182270146 129115.12057291668 10357.454367897728 -53397.167840456503 25531.003173828125 17674.071513671875 26722.121015625002 19388.23896817294 -29370.081217447922 -57184.276411290331 77322.283771623886 98273.262839673916 -58988.513392857152 57678.170544433597 -72780.501815878379 53676.871282327586 -84790.080902777787 -30321.329296875003 49544.617994384767 2389.5173705541788
leaf_weight=4297453 25 18572 32 22 22 27 22 21 56 20 121 21 33 51 32 20 200 88 54 31 28 23 21 40 37 29 27 44 40 952
leaf_count=4297453 25 18572 32 22 22 27 22 21 56 20 121 21 33 51 32 20 200 88 54 31 28 23 21 40 37 29 27 44 40 952
internal_value=0 -768.783 4274.37 3439.42 -8469.78 31326.4 -15651 -5142.41 8274.06 -104974 -911.6 22153.9 56541 -37341.9 -22967 -30414.9 6868.05 26385.8 14427.1 4349.2 5694.43 35733.8 4251.57 5221.65 3642.82 -15694.5 -607.548 -14790 7710.07 6613.93
internal_weight=0 20711 2139 2107 471 72 399 357 252 42 231 110 54 105 83 47 1636 187 165 1449 1418 111 1390 1369 1329 177 140 111 84 1152
internal_count=4318164 20711 2139 2107 471 72 399 357 252 42 231 110 54 105 83 47 1636 187 165 1449 1418 111 1390 1369 1329 177 140 111 84 1152
is_linear=0
shrinkage=0.1


Tree=2297
num_leaves=31
num_cat=0
split_feature=5 6 5 4 1 0 0 0 2 5 1 3 2 2 3 1 3 1 1 5 1 5 0 5 3 1 4 1 2 1
split_gain=1.1932e+12 1.22258e+13 2.38414e+13 2.7657e+13 4.39127e+13 4.1223e+13 6.24518e+13 5.23325e+13 1.21923e+14 4.26313e+13 3.89323e+13 4.73949e+13 4.12986e+13 1.07415e+14 1.75634e+14 7.80305e+13 5.77195e+13 4.02685e+13 6.14808e+13 5.19322e+13 4.01139e+13 3.87526e+13 5.48388e+13 3.78072e+13 3.64476e+13 3.53415e+13 3.44214e+13 5.19221e+13 4.28883e+13 4.33078e+13
threshold=81.910000000000011 1.5000000000000002 87.00500000000001 2.5000000000000004 38.950530550000003 44.874285750000006 45.047272400000004 45.040161900000008 14.500000000000002 82.00500000000001 20.507360500000004 5.5000000000000009 8.5000000000000018 7.5000000000000009 23.500000000000004 37.832345550000007 18.500000000000004 37.559851850000008 37.436176200000013 85.020000000000024 38.096381250000007 85.020000000000024 55.576287050000012 83.010000000000005 16.500000000000004 37.792847950000002 3.5000000000000004 36.546174950000008 14.500000000000002 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 -5 7 -7 9 -9 11 -3 13 16 15 -15 -12 18 19 -18 -17 -14 -23 -11 -25 -19 28 -28 29 -8
right_child=1 2 -4 5 -6 6 26 8 -10 23 12 -13 21 14 -16 20 17 25 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-16.382039433719978 -614.05425350496023 177618.19713824731 10.20028419628985 -8954.5310643911198 2379.4258454853352 15333.977567921116 11275.259858624442 137213.61619944853 266845.63553240744 -115028.580546875 -17858.495625741638 12726.975386555991 13148.430764235054 -6592.6556217447915 -279331.18022203952 -220163.51646925404 -16014.350533702764 161744.83715277779 -139256.50859375001 117557.31673473011 -61747.215246212123 60000.093482730263 -49027.032126485021 -2430.0823630308491 124308.38061523438 36801.735431608606 -28206.851930133114 -234.43697936927481 -6407.0859201304347 3304.3531756865423
leaf_weight=3935898 131110 23 187603 2638 7361 2167 9309 34 27 20 2199 72 929 150 38 31 86 36 26 44 33 57 242 78 32 61 721 8332 3351 25456
leaf_count=3935898 131110 23 187603 2638 7361 2167 9309 34 27 20 2199 72 929 150 38 31 86 36 26 44 33 57 242 78 32 61 721 8332 3351 25456
internal_value=0 168.673 577.277 2251.24 -2213.54 3225.94 3874.71 19756.8 69936.4 37518.4 -10609.1 52648 -12137.4 -19043.9 -81215.1 -46035.6 -12654.4 32578.4 1119.35 29194.5 -138480 3070.32 -28242.6 11444.2 34439.3 83172.4 3080.76 -2462.22 4397.28 5438.72
internal_weight=0 382266 251156 63553 11388 52165 49527 2358 191 164 4027 95 3932 2704 252 214 2452 253 156 130 64 1228 299 130 110 97 47169 9053 38116 34765
internal_count=4318164 382266 251156 63553 11388 52165 49527 2358 191 164 4027 95 3932 2704 252 214 2452 253 156 130 64 1228 299 130 110 97 47169 9053 38116 34765
is_linear=0
shrinkage=0.1


Tree=2298
num_leaves=31
num_cat=0
split_feature=2 5 5 2 6 3 1 4 6 1 5 0 5 1 0 3 2 3 1 4 5 3 1 0 5 3 0 0 0 3
split_gain=1.1305e+12 6.75115e+12 2.03883e+13 2.44306e+13 4.08465e+13 1.77506e+13 1.70602e+13 3.91644e+13 5.13837e+13 3.27902e+13 2.51783e+13 3.24534e+13 1.7508e+13 3.35005e+13 2.61427e+13 3.40272e+13 2.60652e+13 2.55722e+13 2.7956e+13 2.75102e+13 2.41591e+13 2.26731e+13 2.16124e+13 3.66748e+13 2.49297e+13 2.01483e+13 2.51267e+13 2.15227e+13 1.82411e+13 5.44185e+13
threshold=14.500000000000002 137.05000000000004 150.04500000000004 23.500000000000004 1.5000000000000002 31.500000000000004 82.902675200000019 4.5000000000000009 1.5000000000000002 82.975438000000011 177.02500000000003 55.055104550000003 177.02500000000003 39.714575750000009 59.853570100000006 20.500000000000004 20.500000000000004 18.500000000000004 50.888703650000004 3.5000000000000004 161.85000000000002 22.500000000000004 39.027779200000005 53.145783300000012 161.85000000000002 23.500000000000004 55.784980300000008 56.791364150000007 55.664473600000008 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 12 8 -8 10 -10 -12 14 -14 15 17 -15 19 -19 22 21 -17 24 -24 -4 -22 -27 -28 -21 -30
right_child=1 2 6 4 5 -7 7 -9 9 -11 11 -13 13 16 -16 20 -18 18 -20 28 25 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-14.911655608580137 134.77122620535556 26012.180637633206 -204498.00359375001 9289.1877645613095 -128195.84459821429 -11901.806296502977 -198139.30285326089 19433.250709170388 -3492.1251986799575 37163.256559344038 -212544.1119047619 -36737.405040922626 -3392.6782906158624 61501.121954215843 65854.052252906986 85792.616049890348 1223.0987641433192 -44376.337273185491 -196020.96937500002 -27777.329994690535 -93200.155883789062 7186.0245486953881 70381.05091145834 -118831.95648437501 -48497.700669642858 36397.194798720513 -105215.16446496212 7351.9303125000006 176268.18684570314 -25756.193535156253
leaf_weight=3980118 335252 739 20 269 35 21 23 105 29 41 21 21 513 188 43 57 116 31 20 103 30 103 21 20 21 76 33 35 20 40
leaf_count=3980118 335252 739 20 269 35 21 23 105 29 41 21 21 513 188 43 57 116 31 20 103 30 103 21 20 21 76 33 35 20 40
internal_value=0 175.568 5070.8 15963.3 -6886.16 -84585.6 -1628.43 -26371.7 -61997.7 -34040.1 -75157.5 -124641 2357.06 12195.4 -9586.36 -14735.5 38500.3 -39422.6 -103845 -26012.2 7142.93 35189.6 -73256.7 -21918 -124595 -18647.1 -3115.25 -47276.2 -2245.09 41585.3
internal_weight=0 338046 2794 1064 325 56 1730 240 135 112 71 42 1490 817 673 630 304 296 51 245 334 160 82 41 41 174 144 68 163 60
internal_count=4318164 338046 2794 1064 325 56 1730 240 135 112 71 42 1490 817 673 630 304 296 51 245 334 160 82 41 41 174 144 68 163 60
is_linear=0
shrinkage=0.1


Tree=2299
num_leaves=31
num_cat=0
split_feature=3 3 5 4 0 0 5 3 0 2 5 2 1 2 6 0 0 3 1 1 0 1 0 1 6 1 1 0 5 1
split_gain=1.145e+12 4.59068e+12 1.51669e+13 1.40599e+13 2.30853e+13 5.66362e+13 2.18346e+13 1.95932e+13 2.19701e+13 1.74211e+13 1.72606e+13 1.60447e+13 1.65449e+13 1.5731e+13 1.34714e+13 1.33008e+13 5.99744e+13 5.90002e+13 1.10035e+14 4.87811e+13 4.19841e+13 3.70554e+13 3.65974e+13 3.59743e+13 2.71134e+13 5.43613e+13 4.74647e+13 9.0281e+13 6.75261e+13 7.64439e+13
threshold=28.500000000000004 25.500000000000004 161.85000000000002 3.5000000000000004 56.831297550000009 55.851332700000007 118.33500000000002 27.500000000000004 53.242949050000007 14.500000000000002 132.05000000000004 6.5000000000000009 61.396377350000009 11.500000000000002 1.5000000000000002 55.657530000000008 55.719391050000006 27.500000000000004 37.457850350000008 37.642309100000013 55.518428350000008 37.889331900000009 55.745923000000012 37.457850350000008 1.5000000000000002 60.58031445000001 37.487839250000007 59.863160500000006 41.005000000000003 37.516458750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 -7 8 -5 -9 15 12 -10 -13 -6 20 17 18 -17 23 -3 -20 -18 -19 25 -24 27 -26 -28 -30
right_child=-2 2 -4 4 14 6 -8 9 11 -11 -12 13 -14 -15 -16 16 22 19 21 -21 -22 -23 24 -25 26 -27 28 -29 29 -31
leaf_value=-5.3560575401355592 -570.66875499379148 -521.31858665530069 -50470.297162828952 -86371.176859537765 -71781.469196428574 69526.405921875004 209709.05703125001 27983.868750000001 7279.5020036368533 144387.07533691407 -54558.294656808037 90700.555367726309 -110947.39320312502 13502.416382334184 7396.5500710227279 -36979.779144130611 -28726.831813715191 84681.056831095048 65479.641485660861 221410.66562500002 -33194.224966724541 -45052.527274816181 2456.8972303567125 -44969.753966346158 27065.750317531682 21448.192649567805 14923.84447559378 -3784.6296585931336 -80377.874406725634 -14835.42434937647
leaf_weight=4243674 34875 13598 57 24 42 25 20 36 29 20 56 29 20 294 44 234 393 121 281 22 405 34 13542 26 1230 1696 716 4146 193 2282
leaf_count=4243674 34875 13598 57 24 42 25 20 36 29 20 56 29 20 294 44 234 393 121 281 22 405 34 13542 26 1230 1696 716 4146 193 2282
internal_value=0 4.64645 1076.14 1150.42 16565 24842.6 131830 14191.2 6361.81 69556.4 919.842 12344.6 -40976.4 20433.5 -31271.8 999.668 2385.56 30867.6 14963.1 82533.9 -1466.3 53549.2 1540.45 61749.6 2040.13 4570.64 -2460.85 3273.77 -12122.2 -19946.4
internal_weight=0 4.28329e+06 39615 39558 583 497 45 452 396 56 38975 372 49 323 86 38919 24916 718 549 169 14003 315 24198 147 23805 15238 8567 5376 3191 2475
internal_count=4318164 4283289 39615 39558 583 497 45 452 396 56 38975 372 49 323 86 38919 24916 718 549 169 14003 315 24198 147 23805 15238 8567 5376 3191 2475
is_linear=0
shrinkage=0.1


Tree=2300
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 3 1 6 5 5 5 5 3 1 3 3 5 5 0 5 3 4 1 0 0 5 5 3 1
split_gain=1.1396e+12 1.31424e+13 2.35667e+13 2.08067e+14 1.37404e+14 1.09445e+14 1.04298e+14 9.50058e+13 1.24944e+14 2.00509e+14 7.52499e+13 6.03423e+13 5.95087e+13 5.37164e+13 4.53831e+13 4.18972e+13 5.48138e+13 5.19451e+13 4.91462e+13 4.09514e+13 7.93979e+13 4.01079e+13 4.23399e+13 3.85004e+13 8.87459e+13 4.91207e+13 4.59639e+13 4.29223e+13 3.80941e+13 3.76441e+13
threshold=61.880021000000006 65.58467570000002 57.106514900000001 57.131524800000008 8.5000000000000018 57.147575200000006 9.5000000000000018 65.659480050000013 1.5000000000000002 92.035000000000011 112.04500000000002 142.05000000000004 120.05000000000001 19.500000000000004 65.610478850000007 17.500000000000004 14.500000000000002 128.92000000000004 62.015000000000008 57.178027650000011 105.35000000000001 13.500000000000002 2.5000000000000004 78.608766650000021 55.010031850000011 54.934662400000008 85.91500000000002 49.995000000000012 10.500000000000002 65.610478850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 6 10 8 9 14 -5 15 13 -10 -3 16 21 29 -17 20 -7 22 -8 24 25 -9 -26 -27 -6 -18
right_child=1 2 3 5 28 19 11 23 12 -11 -12 -13 -14 -15 -16 18 17 -19 -20 -21 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-31.936193208959697 1305.5113738795544 67625.112153552822 1689.9454141359802 384.73375445246643 -23124.179708139112 -6484.5335031054456 11311.212229031109 -6129.9731150970147 9759.3849017960565 355193.70591517864 174868.769 183796.73680555556 -94033.923033405183 -23075.793252603558 15990.427900390625 -48405.657638113844 64077.074698810386 -82550.999016203714 104206.37734375001 818.12044420825941 -100970.56374023439 -32590.492499002052 79089.452264994965 41.730019386199388 -14995.994432282972 5315.952152060232 -73603.38911308453 49095.320061577695 -44180.936506149912 -18721.826300979876
leaf_weight=3114505 81904 336 2256 2183 3321 7517 359 962 7637 21 25 27 58 533 345 112 792 27 26 23988 90 137 124 1065036 3589 465 139 432 1159 59
leaf_count=3114505 81904 336 2256 2183 3321 7517 359 962 7637 21 25 27 58 533 345 112 792 27 26 23988 90 137 124 1065036 3589 465 139 432 1159 59
internal_value=0 82.6359 -6.65134 -2324.88 -18436.5 735.184 16605.7 83.9731 10355.8 50851.6 2360.32 35519.5 6900.71 7617.26 41466.6 33072.4 37929.6 54004.1 -19652.7 -1209.26 -7602.42 15166 28711.8 -1.70318 -8281.27 9566.47 -17181.2 26400.3 -28571.7 58336.6
internal_weight=0 1.20366e+06 1.12176e+06 42202 6736 35466 3871 1.07955e+06 8930 702 2208 1663 8228 8170 681 1636 1498 878 138 31595 7607 620 483 1.07062e+06 5587 1859 3728 897 4480 851
internal_count=4318164 1203659 1121755 42202 6736 35466 3871 1079553 8930 702 2208 1663 8228 8170 681 1636 1498 878 138 31595 7607 620 483 1070623 5587 1859 3728 897 4480 851
is_linear=0
shrinkage=0.1


Tree=2301
num_leaves=31
num_cat=0
split_feature=3 4 0 0 1 5 1 5 0 3 1 1 0 5 1 1 6 4 0 0 0 5 5 5 0 6 5 0 5 0
split_gain=1.15875e+12 7.49727e+12 9.92145e+12 2.10775e+13 9.7214e+12 1.70654e+13 2.88716e+13 1.16166e+13 8.94211e+12 7.46346e+12 3.46087e+13 7.8291e+13 9.0731e+13 4.04483e+13 3.68457e+13 2.9773e+13 4.89281e+13 3.32825e+13 2.33799e+13 2.47434e+13 2.35358e+13 4.27615e+13 3.27096e+13 4.49258e+13 4.50324e+13 3.25754e+13 3.3321e+13 2.56971e+13 2.49501e+13 2.44573e+13
threshold=3.5000000000000004 5.5000000000000009 55.769960200000007 58.242297500000006 37.692869000000009 137.05000000000004 39.003296000000006 225.45000000000002 43.642715500000008 4.5000000000000009 37.914142000000005 37.869926150000005 55.899899800000007 93.00500000000001 37.855187800000003 37.889331900000009 1.5000000000000002 1.5000000000000002 63.563300600000012 60.052595500000002 59.950068600000009 72.705000000000013 87.395000000000024 92.035000000000011 60.003414000000006 1.5000000000000002 78.710000000000022 60.017447350000005 70.50500000000001 55.719391050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7 8 -8 10 11 14 -13 15 18 16 -14 -18 19 20 29 28 25 24 -24 -23 27 -27 -22 -2
right_child=9 2 3 -5 5 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=229.29689452072023 -2161.908149877012 51990.992245370377 -97651.235312500008 2646.8247602982956 38522.317787063956 -144134.96625000003 -90365.008596191416 40635.580249865307 -654.90025000000003 11.716184659248157 -1728.3499852553789 -12726.160062524415 -9737.6725845661567 -96280.852237215906 -29885.782719039918 24441.092878138712 43291.946683203132 95154.932629544011 -54858.412711148652 12265.946503135248 -2682.3222237872687 46046.410760967556 341.68563565340912 -30432.425616544835 170630.04072265627 -60839.202971857245 -111820.39611525228 50684.715856481489 70088.043383290817 3961.9615612449802
leaf_weight=243863 11122 27 40 44 43 20 20 29 25 3945856 95330 500 94 22 384 577 250 245 74 1968 1225 26 44 272 24 88 109 27 49 15767
leaf_count=243863 11122 27 40 44 43 20 20 29 25 3945856 95330 500 94 22 384 577 250 245 74 1968 1225 26 44 272 24 88 109 27 49 15767
internal_value=0 211.624 -17166.6 -45114.2 -2851.97 -13660.4 -37531.3 -8719.47 -40526.1 -12.6802 -763.591 2034.67 23010.6 38051.3 899.055 40585.9 56401.7 68961.5 1282.93 1418.16 675.684 -10190.8 -32447.5 -12257.2 60443.5 -59906.3 -72204.4 -34655.3 116.538 1428.97
internal_weight=0 244111 248 84 164 137 94 74 45 4.07405e+06 128197 32867 1688 1188 31179 1166 589 495 30795 30721 28753 1864 590 340 68 250 224 115 1274 26889
internal_count=4318164 244111 248 84 164 137 94 74 45 4074053 128197 32867 1688 1188 31179 1166 589 495 30795 30721 28753 1864 590 340 68 250 224 115 1274 26889
is_linear=0
shrinkage=0.1


Tree=2302
num_leaves=31
num_cat=0
split_feature=4 3 3 5 5 2 5 3 5 3 1 2 1 2 1 2 0 0 0 3 0 1 5 1 1 2 1 1 0 5
split_gain=1.17592e+12 4.67548e+12 9.51361e+12 1.17036e+13 2.32989e+13 1.45935e+13 1.17549e+13 8.66211e+12 2.36719e+13 1.3849e+13 1.40822e+13 1.51315e+13 1.17909e+13 1.16308e+13 1.771e+13 3.28434e+13 2.14537e+13 2.13542e+13 9.63965e+12 8.81837e+12 2.02446e+13 7.73906e+12 7.24472e+12 4.06579e+13 1.00873e+13 8.02945e+12 1.4529e+13 8.66648e+12 7.24344e+12 3.87646e+13
threshold=4.5000000000000009 23.500000000000004 25.500000000000004 137.05000000000004 118.33500000000002 7.5000000000000009 107.05000000000001 19.500000000000004 93.00500000000001 18.500000000000004 36.761894450000007 17.500000000000004 55.957851400000003 7.5000000000000009 38.959914000000005 17.500000000000004 56.838612000000005 55.812836050000008 55.455204450000004 20.500000000000004 45.112033650000008 39.704585000000002 161.85000000000002 45.148007750000012 82.945329900000004 21.500000000000004 39.047276750000002 50.158868250000005 59.950068600000009 54.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 -3 -7 9 12 28 -11 -12 -9 -10 15 -15 17 19 -17 -16 -21 -4 23 -5 25 -24 -27 -28 -2 -30
right_child=1 2 21 22 -6 6 -8 8 13 10 11 -13 -14 14 16 18 -18 -19 -20 20 -22 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-3.0155908494690973 1332.8625309813292 -38719.450047144397 -71022.101902173919 29491.687630208333 125466.34719554761 92721.974137931044 123.21443434495194 -134530.72040127844 42127.537170138894 114931.27117187501 52521.07434895834 -53160.145859375007 -34152.189062500001 -130037.96142578125 -50564.7578125 -38194.818108258929 -69485.873561197921 114113.90312500001 51432.406770833331 -9699.1285694186972 102699.15664950285 6653.1768588362074 55574.407273437508 -141867.77070312502 76168.395963541669 -45220.410599609379 80017.483798363101 -7948.0323181152344 129164.368515625 -11781.136212173426
leaf_weight=4303792 12768 29 23 45 27 29 26 22 45 20 42 20 25 32 22 28 30 22 21 59 22 29 25 20 24 50 21 24 20 802
leaf_count=4303792 12768 29 23 45 27 29 26 22 45 20 42 20 25 32 22 28 30 22 21 59 22 29 25 20 24 50 21 24 20 802
internal_value=0 903.04 11967.9 18414.5 44656.5 18681.9 48948 609.03 -15450.3 994.303 41967.2 18430.4 -81137.9 -4463.39 -13347.3 -51241.8 6455.73 24681.7 216.85 5579.69 20828.8 -27703.2 4477.35 -23234.3 16986.1 5149.62 -8120.06 33102.5 747.079 -8351.81
internal_weight=0 14372 372 320 111 84 55 14000 328 13672 82 62 47 281 236 81 155 125 49 103 81 52 209 65 144 120 95 45 13590 822
internal_count=4318164 14372 372 320 111 84 55 14000 328 13672 82 62 47 281 236 81 155 125 49 103 81 52 209 65 144 120 95 45 13590 822
is_linear=0
shrinkage=0.1


Tree=2303
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 1 3 3 1 1 3 0 1 3 1 3 0 0 5 1 5 0 3 1 3 0 0 0 4 0
split_gain=1.17329e+12 1.01836e+13 2.35566e+13 2.66131e+13 1.95185e+13 4.11401e+13 1.87297e+13 2.5159e+13 1.82383e+13 1.80241e+13 1.77882e+13 1.71799e+13 2.25673e+13 3.82042e+13 2.90491e+13 2.70274e+13 3.1758e+13 3.51031e+13 7.98758e+13 2.43983e+13 1.7261e+13 2.85987e+13 3.1288e+13 2.30116e+13 1.67857e+13 1.6064e+13 1.52798e+13 1.48815e+13 1.89011e+13 2.01443e+13
threshold=34.010000000000012 32.475000000000001 37.620907050000007 17.500000000000004 37.752451500000006 37.869926150000005 29.500000000000004 31.500000000000004 37.615058950000012 37.832345550000007 11.500000000000002 55.734663800000007 37.752451500000006 4.5000000000000009 37.737121850000008 16.500000000000004 55.751981950000008 55.769960200000007 33.805000000000007 37.971176850000006 33.805000000000007 55.86787755000001 13.500000000000002 37.712318250000003 5.5000000000000009 55.86787755000001 55.899899800000007 54.864040150000001 1.0000000180025095e-35 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 11 -5 9 8 -8 -3 -6 -10 -4 13 -13 15 16 -15 18 -18 24 21 23 26 -19 -14 -21 -23 -7 -29 -30
right_child=-2 2 3 4 5 27 7 -9 10 -11 -12 12 19 14 -16 -17 17 20 -20 25 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-121.77987385443576 -23.172612005093114 -1640.6153230855377 251.30799885703024 22841.675476738677 -1925.3809947916668 1992.6415495097801 84708.020771300129 9933.4536511670831 10369.611357045729 -47356.690875214939 -26468.339592076911 -69927.077213541663 5444.4059830575625 86651.592582031255 85674.405929815577 48201.835574643046 24677.605090725807 -33100.15516724097 -231650.80031249998 7219.4585440392275 36417.068085007442 51014.27941714332 -24129.190476190477 32546.820632433537 -13922.825566325409 1808.2470160716839 8179.1724080403646 -2018.221368338337 20070.584742273524 6229.955365261947
leaf_weight=509046 3605602 31468 119242 643 150 4721 53 298 172 209 551 51 636 50 61 207 31 263 20 6692 189 210 126 67 1510 30445 138 1092 1986 2235
leaf_count=509046 3605602 31468 119242 643 150 4721 53 298 172 209 551 51 636 50 61 207 31 263 20 6692 189 210 126 67 1510 30445 138 1092 1986 2235
internal_value=0 117.255 715.142 1184.51 5934.06 4888.01 -1750.9 21224.2 -2001.41 -28374.2 -17704.7 856.783 2630.86 15047.3 18229.1 15066.8 8797.2 5068.54 -75843.3 2184.25 9224.14 2831.77 18568.5 -19771.8 -8183.05 2783.33 34027.9 6078.08 9708.31 12742
internal_weight=0 712562 203516 170974 11036 10393 32542 351 32191 359 723 159938 40696 1413 1362 1301 1094 1044 51 39283 993 804 474 330 2146 37137 348 10034 5313 4221
internal_count=4318164 712562 203516 170974 11036 10393 32542 351 32191 359 723 159938 40696 1413 1362 1301 1094 1044 51 39283 993 804 474 330 2146 37137 348 10034 5313 4221
is_linear=0
shrinkage=0.1


Tree=2304
num_leaves=31
num_cat=0
split_feature=2 6 3 1 5 3 0 1 1 5 0 3 1 0 5 0 0 5 1 3 5 1 1 5 0 0 1 5 1 4
split_gain=1.09325e+12 4.25871e+13 3.85337e+13 3.86192e+13 3.75573e+13 3.5947e+13 2.94853e+13 2.64198e+13 2.8816e+13 4.0728e+13 4.53304e+13 8.37232e+13 9.85213e+13 3.17827e+13 2.84235e+13 2.71358e+13 5.92182e+13 3.24003e+13 2.45912e+13 2.61253e+13 2.41393e+13 2.39135e+13 7.6032e+13 6.6211e+13 4.58916e+13 4.7806e+13 6.1771e+13 4.66914e+13 4.63307e+13 1.24082e+14
threshold=1.5000000000000002 1.5000000000000002 13.500000000000002 39.047276750000002 58.755000000000003 9.5000000000000018 50.565831500000009 39.718803500000007 38.969379750000009 66.990000000000023 45.053747000000008 10.500000000000002 39.036172050000012 45.047272400000004 112.04500000000002 45.063245200000004 45.073740550000004 75.750000000000014 39.739656000000004 11.500000000000002 132.05000000000004 36.585378200000001 37.642309100000013 56.205000000000005 55.299834250000011 55.793358600000012 37.098288800000006 28.035000000000004 37.620907050000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 21 7 8 -7 -10 11 12 -11 14 -13 -12 17 -17 19 -9 -5 23 24 -3 -23 26 -26 -28 -29 -30
right_child=-2 5 3 20 -6 6 -8 18 9 10 15 13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=1201.8530402303236 -19.040376603602954 901.59491719873154 7815.0248325781549 2562.7872056560423 25148.30415044244 -2001.1324129280399 -2778.8627768765577 -1220.3275674168069 5177.4433954864471 302392.39681712963 -12377.513999542125 27789.958837548373 65340.403160156253 117796.36144748266 -94124.790401785722 12469.298820294076 6006.5391583093233 107507.17830799551 -2364.2928222116116 -56658.155755681582 -107437.17832031251 -1661.8079615085721 -25.69996794870579 -8966.797694081446 -4442.0439541732294 2378.5053821412457 5771.5192221128236 19427.658115268725 21539.205115083307 183536.73641357422
leaf_weight=86538 3777275 19508 4273 7960 1767 3342 77907 158 4238 27 273 214 50 36 21 53 423 111 2373 184 20 6212 296436 10436 1751 7843 2902 5588 181 64
leaf_count=86538 3777275 19508 4273 7960 1767 3342 77907 158 4238 27 273 214 50 36 21 53 423 111 2373 184 20 6212 296436 10436 1751 7843 2902 5588 181 64
internal_value=0 132.968 1989.77 6853.19 12885.9 -291.069 -2081.07 2644.91 5308.69 9794.45 25992.2 56444.6 148463 30299.3 16895.4 13669.6 25783.5 76793.7 -5977.3 -31046.5 2287.1 164.999 417.135 -2537.71 5766.23 8283.72 12700.5 16136.9 21293.8 63856.9
internal_weight=0 540889 100558 14020 6040 440331 89410 11503 8788 5446 1208 348 77 271 235 860 587 164 2715 342 7980 350921 320977 29944 24541 18329 10486 8735 5833 245
internal_count=4318164 540889 100558 14020 6040 440331 89410 11503 8788 5446 1208 348 77 271 235 860 587 164 2715 342 7980 350921 320977 29944 24541 18329 10486 8735 5833 245
is_linear=0
shrinkage=0.1


Tree=2305
num_leaves=31
num_cat=0
split_feature=0 6 0 1 2 5 5 5 2 5 5 3 5 5 4 4 5 3 1 4 2 0 3 1 3 5 2 1 5 3
split_gain=1.18818e+12 1.32518e+13 2.04552e+13 4.42836e+13 5.98689e+13 3.13675e+13 7.07532e+13 6.0596e+13 5.98331e+13 1.30794e+14 5.76711e+13 5.66294e+13 3.59168e+13 6.62577e+13 4.67638e+13 3.0428e+13 2.85632e+13 2.39428e+13 2.82478e+13 2.688e+13 2.16252e+13 2.14286e+13 3.38988e+13 3.58028e+13 9.14008e+13 4.34678e+13 2.63014e+13 2.11114e+13 2.40235e+13 2.25247e+13
threshold=57.581016350000006 1.5000000000000002 57.641335050000002 39.925119750000007 13.500000000000002 85.91500000000002 88.015000000000015 90.015000000000015 1.5000000000000002 116.06000000000002 85.020000000000024 4.5000000000000009 177.02500000000003 150.04500000000004 4.5000000000000009 4.5000000000000009 116.06000000000002 5.5000000000000009 40.247294600000011 3.5000000000000004 1.5000000000000002 57.60800230000001 11.500000000000002 39.863684800000009 5.5000000000000009 91.050000000000011 11.500000000000002 39.826386800000009 44.905000000000008 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 16 10 20 -8 9 11 27 -9 13 14 21 -14 17 18 -5 -19 -7 26 23 24 -23 -25 -10 -3 -29 -30
right_child=1 2 -4 4 -6 6 7 8 12 -11 -12 -13 15 -15 -16 -17 -18 19 -20 -21 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-20.957170276430922 -523.67926347744049 -4378.6090421813242 305.24627042570313 10423.053106198637 -138000.65924107144 175138.376953125 -44948.92600813997 -24493.40064136402 -10225.956047635867 250993.70909926473 -88485.432465241029 122014.90837461891 -149591.74156249998 134047.31690104166 -141199.38898437502 13689.430394345238 -65269.90915405273 -15619.07918479084 -36713.594104772186 87019.419196965158 67932.394136023897 10836.332624604431 -26737.394551991154 160835.92068452382 180586.60532502949 13696.143053264326 101995.05656960228 1318.932505117604 11825.832888963276 -7828.8683928397586
leaf_weight=3723780 203267 2275 371441 1146 35 22 167 74 412 34 67 41 25 45 20 21 80 1370 143 26 130 79 113 21 53 457 22 5803 6353 642
leaf_count=3723780 203267 2275 371441 1146 35 22 167 74 412 34 67 41 25 45 20 21 80 1370 143 26 130 79 113 21 53 457 22 5803 6353 642
internal_value=0 131.295 471.692 3613.83 -8033.03 5546.23 18278.1 12024.3 18738.9 78683.8 4086.35 27740 11694.9 14960.3 10407.3 -75050.3 -6387.87 -4633.47 5193.77 -13707.5 83449 13027.9 23572 32891.6 78993.6 20160.4 -4537.33 4497.83 6075.73 10021.9
internal_weight=0 594384 391117 19676 2800 16876 1736 1584 1417 149 15140 115 1268 1222 1177 46 2765 2685 1289 1396 152 1157 723 610 132 478 434 15073 12798 6995
internal_count=4318164 594384 391117 19676 2800 16876 1736 1584 1417 149 15140 115 1268 1222 1177 46 2765 2685 1289 1396 152 1157 723 610 132 478 434 15073 12798 6995
is_linear=0
shrinkage=0.1


Tree=2306
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 6 3 1 3 4 0 1 5 0 5 5 2 5 0 3 0 3 5 4 2 5 1 5 5
split_gain=1.08634e+12 1.26498e+13 4.44302e+13 2.97297e+13 2.64371e+13 3.26079e+13 2.62858e+13 5.0667e+13 3.23886e+13 2.69685e+13 1.93961e+13 1.96915e+13 2.64832e+13 1.85903e+13 2.96773e+13 1.71186e+13 1.68194e+13 1.6285e+13 1.62556e+13 1.52595e+13 1.63252e+13 1.43486e+13 1.38702e+13 1.36818e+13 1.36598e+13 3.62139e+13 2.30774e+13 1.34409e+13 1.3327e+13 1.27038e+13
threshold=61.880021000000006 61.396377350000009 56.863241500000008 57.265292900000006 55.110554300000004 97.050000000000011 1.5000000000000002 11.500000000000002 61.42204370000001 10.500000000000002 1.5000000000000002 55.183525900000006 61.42204370000001 77.00500000000001 55.120365700000008 43.205000000000005 91.050000000000011 4.5000000000000009 43.405000000000008 55.120365700000008 23.500000000000004 55.141517900000004 3.5000000000000004 150.04500000000004 3.5000000000000004 13.500000000000002 132.05000000000004 61.463701450000009 80.00500000000001 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 15 5 18 7 8 21 10 -8 12 23 -14 -15 -4 -13 -11 -3 -9 -21 -6 -17 -12 26 -26 29 -10 -24 -19
right_child=-2 2 3 -5 6 -7 9 19 27 17 11 16 13 14 -16 22 -18 24 -20 20 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.0093032611977719 80.681974111306474 -160.58792216154907 -11077.591549209443 -692.6047306219898 21493.040357349539 -76865.784907007925 -1501.4999801191302 -39417.799696180562 12526.750622207401 -30443.948654140899 11777.301951308673 -1640.6518344669166 3751.7518904684216 24047.760837947513 -18172.489243643624 -4016.4515538567666 -41643.383468967018 -9790.0616494795868 -11429.083725045599 11162.178531830416 -13109.772727705793 -21299.961355564108 -35101.448243565181 -40801.886851562507 -25564.913712993424 124313.34174107143 -73853.979206730772 -8846.0717659719594 -114095.42713068181 22573.339031587231
leaf_weight=3066664 1203659 2220 703 983 81 67 12202 72 504 360 4849 3924 10289 206 868 149 108 952 3024 1786 328 2399 731 50 38 28 52 707 22 139
leaf_count=3066664 1203659 2220 703 983 81 67 12202 72 504 360 4849 3924 10289 206 868 149 108 952 3024 1786 328 2399 731 50 38 28 52 707 22 139
internal_value=0 -31.1811 -1644.72 -14388 -915.939 -7544.35 -34.5735 -6210.79 -13356.4 1030.97 1649.23 3543.64 5094.7 2444.94 -10074.4 -22775.9 -2712.15 -11774 -6658.67 5854.33 7396.24 -19902.3 -31893.2 11240.7 -6214.68 38019.8 -8768.9 48.9757 -37409.4 -5666.77
internal_weight=0 3.1145e+06 47841 2588 45253 5311 39942 5877 3691 34065 32496 20294 16262 11363 1074 1605 4032 1569 5244 2186 2114 2480 902 4899 1209 66 1143 1211 753 1091
internal_count=4318164 3114505 47841 2588 45253 5311 39942 5877 3691 34065 32496 20294 16262 11363 1074 1605 4032 1569 5244 2186 2114 2480 902 4899 1209 66 1143 1211 753 1091
is_linear=0
shrinkage=0.1


Tree=2307
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 5 1 3 1 1 5 2 5 3 5 4 3 2 5 1 5 5 5 3 2 5 3 3 1
split_gain=1.08959e+12 1.94103e+13 1.39639e+13 2.33685e+13 1.36277e+14 6.70311e+13 7.20226e+13 6.73117e+13 4.25301e+13 3.53225e+13 3.44755e+13 2.89611e+13 3.65781e+13 2.88522e+13 3.82555e+13 2.75906e+13 3.12221e+13 7.53064e+13 2.52308e+13 2.49396e+13 2.70548e+13 2.36004e+13 4.11225e+13 6.9684e+13 2.94335e+13 2.64003e+13 2.47892e+13 3.33541e+13 9.58594e+13 5.39283e+13
threshold=44.039893800000009 39.188277450000008 43.642715500000008 39.826386800000009 40.810045900000013 7.5000000000000009 40.405000000000008 40.247294600000011 3.5000000000000004 41.950906500000009 39.704585000000002 55.990000000000002 4.5000000000000009 35.005000000000003 6.5000000000000009 132.05000000000004 3.5000000000000004 5.5000000000000009 2.5000000000000004 69.610000000000014 39.714575750000009 52.405000000000008 69.610000000000014 68.00500000000001 12.500000000000002 3.5000000000000004 42.605000000000011 10.500000000000002 5.5000000000000009 39.488326500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 6 13 8 -8 -6 21 -10 -13 -5 -15 -11 17 -17 -9 20 -12 26 23 -23 -24 -26 -4 28 -28 -30
right_child=-2 2 3 4 9 -7 7 18 11 15 19 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 24 -25 25 -27 27 -29 29 -31
leaf_value=-57531.33802448152 -8.3046688872298802 -125.26536293581442 -458.4844890033703 27497.899295247411 -22095.106222441078 -133058.46032608696 125557.20530711208 185798.95839389536 4072.6647165329396 2546.5000874014409 -71589.679733537938 40902.46864725749 147720.29396114865 5709.6360792590731 -106758.17291015625 3993.7089015151514 -6492.0000664893623 234086.46625000003 94856.352470238111 -111717.35807349796 11505.623654757726 18084.161109621924 -18876.142908263948 175636.16767241381 132798.22478693182 13477.480260195976 -33814.560127874902 -51102.772263252788 -9032.5534219741821 91523.664393920903
leaf_weight=58 4203278 97915 2476 435 590 23 58 43 185 9699 70 240 37 124 40 33 47 25 105 42 89 878 578 29 22 118 464 247 96 120
leaf_count=58 4203278 97915 2476 435 590 23 58 43 185 9699 70 240 37 124 40 33 47 25 105 42 89 878 578 29 22 118 464 247 96 120
internal_value=0 303.839 333.052 2986.4 5473.07 36128.8 39200.1 61777.4 44842.3 1668.39 -2569.98 34709.3 55170.6 14022.1 -21721.5 3098.46 54084.1 103172 121279 -43181.1 -25077.2 -946.499 8967.9 23121.7 -8911.57 32227.9 -5680.82 -19629.6 -8197.41 46832
internal_weight=0 114886 114828 16913 11684 1290 1267 668 520 10394 5229 462 277 599 164 9804 105 58 148 201 159 5028 1625 907 718 140 3403 927 680 216
internal_count=4318164 114886 114828 16913 11684 1290 1267 668 520 10394 5229 462 277 599 164 9804 105 58 148 201 159 5028 1625 907 718 140 3403 927 680 216
is_linear=0
shrinkage=0.1


Tree=2308
num_leaves=31
num_cat=0
split_feature=0 5 5 1 2 3 1 3 5 3 1 1 6 3 1 3 1 3 2 4 3 1 5 2 0 2 1 0 0 0
split_gain=1.09852e+12 2.28147e+13 3.96049e+13 5.38804e+13 3.21866e+13 5.45165e+13 5.56604e+13 3.84386e+13 8.09174e+13 7.93077e+13 5.38784e+13 1.07551e+14 4.83305e+13 7.66698e+13 7.20845e+13 7.52736e+13 4.65017e+13 6.39167e+13 7.33654e+13 4.73879e+13 5.80489e+13 6.57606e+13 5.01548e+13 4.73357e+13 1.05312e+14 5.65243e+13 8.97657e+13 5.52204e+13 4.30011e+13 4.26005e+13
threshold=59.896318000000008 46.010000000000012 45.005000000000003 30.370618100000005 8.5000000000000018 24.500000000000004 30.207352000000004 13.500000000000002 56.505000000000003 10.500000000000002 30.362552800000003 30.370618100000005 1.5000000000000002 12.500000000000002 30.434657650000002 12.500000000000002 30.332994000000003 11.500000000000002 10.500000000000002 2.5000000000000004 11.500000000000002 30.259484550000003 87.395000000000024 11.500000000000002 59.950068600000009 9.5000000000000018 30.278357500000002 59.963407450000012 60.029906750000002 60.029906750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 8 29 -10 16 -12 14 -14 15 -13 19 18 -18 23 21 -21 -23 25 -25 26 27 -11 -22 -6
right_child=1 4 3 -5 7 6 -8 -9 9 10 11 12 13 -15 -16 -17 17 -19 -20 20 28 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-14.31468941849845 748.94526168310313 -1910.782415563662 19558.649421438433 719.3414146631435 -14143.718941066703 79283.250365306725 6790.6465192096284 69.714401183313541 -44.323607097903377 93137.936899594904 -193849.28530092596 23706.645326741538 6181.9350543994378 80518.025112932082 18398.609449097155 -101377.15425646552 -137283.57871621623 57332.216010501957 90151.007540760867 -36691.001448863637 -17959.988137151962 172660.494703125 47745.622890625003 -16872.803001051681 104473.46569749591 6106.3083988074104 113558.24685430464 -28020.097847230973 28020.970093856653 9282.8816463082894
leaf_weight=3996272 141832 118843 2691 3483 2229 108 5487 38468 3009 54 27 72 617 179 257 145 37 719 23 55 665 50 90 104 229 660 151 124 293 1191
leaf_count=3996272 141832 118843 2691 3483 2229 108 5487 38468 3009 54 27 72 617 179 257 145 37 719 23 55 665 50 90 104 229 660 151 124 293 1191
internal_value=0 177.716 1090.24 8930.64 -598.995 -1456.63 8189.97 1559.28 6777.93 12551.9 20880.1 3645.86 7844.58 22898.2 -17435.4 -59874.7 27749.5 49057.6 -50100.3 21042.8 6226.26 55959.6 92358.1 33965.3 66575.5 22985.3 56845.7 8735.71 -3896.92 -5985.51
internal_weight=0 321892 148006 6174 173886 124438 5595 49448 10980 7560 4551 1297 1270 796 474 217 3254 779 60 2475 1153 195 140 1322 333 989 329 178 958 3420
internal_count=4318164 321892 148006 6174 173886 124438 5595 49448 10980 7560 4551 1297 1270 796 474 217 3254 779 60 2475 1153 195 140 1322 333 989 329 178 958 3420
is_linear=0
shrinkage=0.1


Tree=2309
num_leaves=31
num_cat=0
split_feature=5 5 1 0 4 0 1 1 1 0 0 0 4 0 1 2 2 5 0 5 3 3 6 2 1 1 4 3 0 0
split_gain=1.29286e+12 1.94418e+13 1.70407e+13 1.85856e+13 2.02046e+13 2.86103e+13 1.60421e+13 2.01638e+13 1.61912e+13 4.37437e+13 3.68776e+13 3.08171e+13 2.36258e+13 3.06235e+13 1.9953e+13 3.90882e+13 4.67693e+13 2.49902e+13 1.97772e+13 2.5197e+13 1.97373e+13 1.69348e+13 1.53874e+13 1.48246e+13 1.53601e+13 1.46791e+13 3.99361e+13 3.6759e+13 2.84085e+13 3.38352e+13
threshold=47.005000000000003 49.010000000000012 30.102666750000001 59.950068600000009 1.5000000000000002 60.693675950000006 82.911991800000024 82.784560750000011 82.940215400000014 55.055104550000003 55.017213950000006 55.025681450000008 1.5000000000000002 54.947737500000009 113.46563545000002 5.5000000000000009 8.5000000000000018 48.035000000000004 55.010031850000011 48.510000000000012 16.500000000000004 24.500000000000004 1.5000000000000002 1.5000000000000002 82.95335685000002 38.959914000000005 1.5000000000000002 5.5000000000000009 55.416472000000006 60.017447350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 22 -5 -6 7 25 9 10 18 -12 14 21 23 -16 17 -17 19 -8 -13 -14 -2 -10 -25 27 -27 -4 -29 -30
right_child=1 -3 6 4 5 -7 8 -9 12 -11 11 20 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-56.085133322992036 -17577.796766333486 -33.101711403710034 5275.762334378267 15781.522757273706 -87265.855731745061 -6639.0000901442318 -21611.649906314713 12787.299234612747 2461.8853877455167 -21998.770810791902 102754.49961768618 -120.76314640190765 -156.24023596804409 9882.7106769444872 24319.209716796875 -120664.1889603016 5285.0389973958336 -1227.9049360795455 -49430.560875651048 47910.20923108553 42212.833354235197 -43698.879824862641 5872.0961546990184 16964.312393585402 -1216.0261581030777 7109.6163260382255 1195.8581891706442 4729.0531649299992 -5104.547617138498 10046.850313762276
leaf_weight=2105789 510 2038841 9962 58 101 78 166 1718 15688 1106 47 262 4839 5523 98 86 78 22 120 76 190 91 620 469 50925 15757 41481 4980 16868 1615
leaf_count=2105789 510 2038841 9962 58 101 78 166 1718 15688 1106 47 262 4839 5523 98 86 78 22 120 76 190 91 620 469 50925 15757 41481 4980 16868 1615
internal_value=0 53.3831 1069.49 -10051.5 -35512.1 -52132.4 1157.79 2054.86 119.103 -8841.08 8060.67 25687.9 345.586 4768.92 -340.772 -26790.9 -53719.9 -96334.6 -16237.6 221.661 17674.3 -959.968 -4711.48 -228.792 -1050.12 1851.49 2823.85 186.387 -1974.48 -3780.65
internal_weight=0 2.21238e+06 173534 1367 237 179 172167 92381 79786 1967 861 499 77819 10453 67366 284 186 108 362 242 452 4930 1130 67082 51394 90663 57238 33425 23463 18483
internal_count=4318164 2212375 173534 1367 237 179 172167 92381 79786 1967 861 499 77819 10453 67366 284 186 108 362 242 452 4930 1130 67082 51394 90663 57238 33425 23463 18483
is_linear=0
shrinkage=0.1


Tree=2310
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 6 0 0 1 3 1 1 2 1 1 3 0 1 1 4 2 1 2 1 3 0 5 1 3 3
split_gain=1.25509e+12 9.62036e+12 4.74685e+13 6.41553e+13 4.78648e+13 4.71596e+13 5.28987e+13 5.97711e+13 7.4265e+13 9.60295e+13 4.99382e+13 5.94696e+13 7.66827e+13 4.71085e+13 1.34969e+14 8.66062e+13 3.51778e+13 3.90653e+13 3.35767e+13 3.29037e+13 5.87082e+13 4.32958e+13 4.33778e+13 6.26267e+13 4.63304e+13 3.05386e+13 3.53319e+13 4.33133e+13 2.96437e+13 2.74884e+13
threshold=55.405000000000008 59.245000000000012 37.971176850000006 5.5000000000000009 53.973051950000006 1.5000000000000002 54.940316550000006 43.642715500000008 39.969502550000009 21.500000000000004 39.714575750000009 39.704585000000002 5.5000000000000009 37.39371280000001 37.214886200000009 23.500000000000004 54.942865800000007 82.961358250000018 39.718803500000007 1.5000000000000002 4.5000000000000009 49.148175700000003 6.5000000000000009 44.005491150000005 8.5000000000000018 55.851332700000007 56.505000000000003 37.362912300000012 11.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 8 9 10 11 -7 -13 14 -6 -16 17 -8 28 20 -18 22 23 -22 -25 -17 -27 -28 -12 -15
right_child=1 -3 3 5 13 6 16 -9 -10 -11 18 12 -14 29 15 25 19 -19 -20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-42.116480135768512 -11122.97192034798 -50.892035432946585 4010.2573018525372 1813.2283770207764 -774.6039154132377 -53343.553995028953 51105.202294214221 3555.3735540974749 5604.7179621711803 116518.24451121796 -162299.67806122452 248136.62737630212 -22106.044903273811 -8105.0749700290035 26098.264442746095 6301.3957520722715 3832.5986849653041 -26828.913275197992 -44997.670329905974 -1677.6140755127992 -1237.5648437500001 -10717.404704537727 -16370.10630617567 20828.580992542615 -136733.99054878051 23396.984532719165 82324.131250000006 -52222.218145833336 -39691.840269886365 -1857.3065294688104
leaf_weight=2681621 4919 1314948 62586 95695 33960 44 69 24458 809 39 49 21 21 9741 3332 1127 2952 948 641 47278 77 6482 314 22 123 113 26 300 33 25416
leaf_count=2681621 4919 1314948 62586 95695 33960 44 69 24458 809 39 49 21 21 9741 3332 1127 2952 948 641 47278 77 6482 314 22 123 113 26 300 33 25416
internal_value=0 69.0116 559.277 1252.19 -1570.9 293.613 -1429.78 2310.14 -16070 -36748 -44136.6 27901.5 113015 -936.076 1463.62 16982.2 -3106.05 -21541.3 -52705.4 -2778.55 -7999.19 -12976 -40290.2 -74123.2 -112828 -2414.24 -24789 -41491.5 -112957 -3588.38
internal_weight=0 1.63654e+06 321595 242661 78934 180075 84380 26115 1657 848 809 86 42 74015 38858 4898 58265 1017 723 57248 9970 7018 536 222 145 1566 439 326 82 35157
internal_count=4318164 1636543 321595 242661 78934 180075 84380 26115 1657 848 809 86 42 74015 38858 4898 58265 1017 723 57248 9970 7018 536 222 145 1566 439 326 82 35157
is_linear=0
shrinkage=0.1


Tree=2311
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 3 0 5 3 0 0 3 0 3 6 4 0 1 5 1 5 0 0 1 5 0 5 5 0
split_gain=1.26365e+12 1.97087e+13 6.45669e+13 7.90237e+13 7.6783e+13 6.41786e+13 4.97337e+13 4.92409e+13 8.73429e+13 6.60271e+13 4.90733e+13 4.8977e+13 7.00909e+13 4.9907e+13 4.85225e+13 8.7204e+13 4.92298e+13 4.86312e+13 5.71552e+13 4.69667e+13 4.87511e+13 4.67278e+13 7.94974e+13 7.10736e+13 8.51065e+13 4.49083e+13 4.0406e+13 5.85914e+13 3.99148e+13 3.8676e+13
threshold=37.855187800000003 37.777459000000007 55.674875350000008 55.455204450000004 55.826364100000013 7.5000000000000009 3.5000000000000004 56.009576300000013 58.305000000000007 13.500000000000002 56.054485600000007 55.183525900000006 16.500000000000004 44.732363600000006 17.500000000000004 1.5000000000000002 3.5000000000000004 55.975961550000008 37.792847950000002 49.505000000000003 37.792847950000002 54.035000000000004 55.701368300000006 55.751981950000008 37.832345550000007 36.995000000000012 55.946414150000003 132.05000000000004 59.245000000000012 55.657530000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 6 -4 14 -9 10 -10 13 -13 -3 15 17 -16 18 -6 20 25 -8 -23 28 -25 -7 27 -17 -24 -5
right_child=-2 2 4 29 7 19 21 8 9 -11 -12 12 -14 -15 16 26 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.0114552437441231 -31.412785220708436 3282.5158286642786 -70187.284458705355 -21492.924197849406 97110.42741319444 4750.1246009845981 17242.63019119859 -314.11946580541917 26547.667443140686 60812.587452367676 -57804.462434549539 30338.37100777452 -26145.824221880011 -10212.280686072661 -23749.207695661869 -789.16374388278746 126960.55648082386 140762.6331875 -1852.4942059252637 12801.984654465245 5574.6308561778078 212164.79347098214 50352.094085496472 68729.562372723376 -116999.56940730168 -27155.860891457865 -18506.013793444126 137077.94052419355 -49190.510336754844 -4791.863798948285
leaf_weight=1038042 3229263 10262 56 2553 90 790 2021 2422 259 490 94 1125 273 3739 1464 5481 22 50 166 6718 6501 28 62 483 26 999 1504 31 115 3035
leaf_count=1038042 3229263 10262 56 2553 90 790 2021 2422 259 490 94 1125 273 3739 1464 5481 22 50 166 6718 6501 28 62 483 26 999 1504 31 115 3035
internal_value=0 93.1583 2015.18 -2235.69 5001.69 9177.21 23101.7 -1154.19 9335.25 37058.6 4085.63 1460.76 19308.2 -321.301 -5042.48 -1698.78 -21518 50557.4 32939.2 6587.71 1551.82 25011.8 47002.7 40261.4 59242.4 -13066.6 -3977.91 -13.7863 -14322.5 -12422.1
internal_weight=0 1.0889e+06 50859 20987 29872 17799 2791 12073 3265 843 353 15399 1398 14001 8808 7322 1486 306 256 15008 8290 2735 714 686 509 1789 7016 5512 177 5588
internal_count=4318164 1088901 50859 20987 29872 17799 2791 12073 3265 843 353 15399 1398 14001 8808 7322 1486 306 256 15008 8290 2735 714 686 509 1789 7016 5512 177 5588
is_linear=0
shrinkage=0.1


Tree=2312
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 0 2 4 2 6 0 5 1 1 4 0 3 1 6 3 0 5 2 5 6 3 0 3 3
split_gain=1.13184e+12 9.64291e+12 2.11273e+13 7.21076e+13 4.69465e+13 2.78516e+13 4.77894e+13 6.51791e+13 1.02806e+14 2.43351e+13 2.41043e+13 2.0787e+13 1.95681e+13 2.80555e+13 9.89379e+13 9.13184e+13 1.77526e+14 1.3125e+14 1.42468e+14 1.45063e+14 1.17384e+14 7.99482e+13 7.51901e+13 7.13453e+13 6.76401e+13 6.61065e+13 5.98617e+13 4.81462e+13 7.23925e+13 5.4256e+13
threshold=9.5000000000000018 80.00500000000001 80.815000000000012 30.451272450000005 37.752451500000006 59.963407450000012 59.932719750000011 2.5000000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 59.990816400000007 67.990000000000023 30.323743050000001 30.305955500000003 2.5000000000000004 59.932719750000011 4.5000000000000009 30.315880100000005 1.5000000000000002 6.5000000000000009 59.963407450000012 75.750000000000014 4.5000000000000009 71.00500000000001 1.5000000000000002 5.5000000000000009 54.708501450000007 8.5000000000000018 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 10 6 -3 -8 -9 -10 -5 -7 -1 14 27 17 -17 25 26 23 -18 22 24 -20 -22 -16 -19 29 -29 -14
right_child=-2 2 -4 4 -6 11 7 8 9 -11 -12 -13 13 -15 15 16 20 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-18.130533459122255 46.21073643060285 32336.372158084516 600.85346496245552 -77051.839163523706 8980.6439247400849 -93249.385312500002 -7191.9220089285709 13878.571780303031 299997.29978448275 168071.61435185187 -16471.13771817791 21175.729502333605 -1811.5400247670368 -1581.5584848719971 -135064.34958043983 47948.278154645646 4609.8561014904953 19452.118514150945 -67348.450786870511 101966.89476467227 -65652.860087890629 -29955.951748770254 -36042.592284393315 32916.784034213364 -283249.04680078122 48147.67065902218 136493.76003270896 -4067.4757294426463 18345.063870148671 -57471.217414397688
leaf_weight=1659949 2379540 247 127722 87 1557 20 35 33 29 27 268 77 415 138755 54 420 217 53 139 164 20 81 32 145 50 31 249 5491 1954 303
leaf_count=1659949 2379540 247 127722 87 1557 20 35 33 29 27 268 77 415 138755 54 420 217 53 139 164 20 81 32 145 50 31 249 5491 1954 303
internal_value=0 -56.7208 774.808 10110 1498.48 45292.2 57766.1 108420 153886 236390 -31317.7 -2417.08 -116.54 -1216.03 3949.95 26244.3 2540.62 49522.3 62869.3 27085 -45137.4 -104127 -163028 -16156.7 -221079 -68245.8 115953 -570.112 1814.88 -25300.2
internal_weight=0 1.93862e+06 130102 2380 1912 468 371 124 89 56 355 97 1.80852e+06 148573 9818 1655 820 835 750 448 400 183 102 284 70 85 302 8163 7445 718
internal_count=4318164 1938624 130102 2380 1912 468 371 124 89 56 355 97 1808522 148573 9818 1655 820 835 750 448 400 183 102 284 70 85 302 8163 7445 718
is_linear=0
shrinkage=0.1


Tree=2313
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 0 1 1 1 1 1 0 0 3 3 2 3 5 1 0 2 3 3 4 1 0 4 0 0 1
split_gain=1.14082e+12 1.85483e+13 1.73338e+13 2.07297e+13 3.56798e+13 1.8657e+13 3.461e+13 2.94042e+13 2.3436e+13 3.02092e+13 5.22714e+13 3.4929e+13 2.80273e+13 2.58878e+13 1.92823e+13 3.47701e+13 1.73933e+13 1.71461e+13 4.82118e+13 2.56727e+13 2.34727e+13 2.32181e+13 2.18685e+13 3.04302e+13 4.95481e+13 2.44492e+13 3.14437e+13 4.6614e+13 4.72808e+13 2.74896e+13
threshold=61.405000000000008 61.845000000000006 55.645049100000001 55.576287050000012 55.591389050000011 55.860536450000005 37.692869000000009 37.767735350000002 37.66934650000001 37.615058950000012 37.503486000000002 55.769960200000007 55.777112100000004 13.500000000000002 20.500000000000004 5.5000000000000009 21.500000000000004 59.810000000000009 38.058342000000003 44.580511600000001 3.5000000000000004 10.500000000000002 7.5000000000000009 2.5000000000000004 78.608766650000021 56.791364150000007 2.5000000000000004 55.141517900000004 53.719078300000007 82.975438000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 -5 6 8 -8 9 10 -4 14 -12 -14 15 -11 -7 -1 19 20 -19 22 23 24 -20 26 27 28 -24 -30
right_child=1 -3 5 4 -6 16 7 -9 -10 11 12 -13 13 -15 -16 -17 -18 18 21 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=19.268997730629604 1454.2704319649756 46.514274371224076 17381.463523192204 -91459.987241586554 -7089.2663491723742 6546.2536695554936 -21879.144818054403 15602.766938810613 89477.018714488644 82140.956875000003 49102.36598112146 -94069.549271150914 58179.97900390625 182918.58189786586 94856.0625 -94757.499375000014 -14110.437195049783 150301.90267857144 -3961.0215161329311 1714.9621635455833 25036.323144531252 -4643.8485396778988 2311.9405749751154 -1048.1793155668802 -20330.542233782096 7177.9288075842314 -3349.4733424263595 -3790.1633416950813 27844.238660935738 5169.4471285283043
leaf_weight=3022366 4515 1144001 422 65 219 3580 301 687 66 20 98 41 28 41 24 25 460 21 9765 40087 52 29321 3709 27946 2281 4867 15976 4771 1608 801
leaf_count=3022366 4515 1144001 422 65 219 3580 301 687 66 20 98 41 28 41 24 25 460 21 9765 40087 52 29321 3709 27946 2281 4867 15976 4771 1608 801
internal_value=0 85.0811 4250.53 -194.086 -26399.5 7932.51 16547.8 4183.68 32516 27137.7 36121.7 -20967.5 83477.4 132300 22470 -16136 4194.25 -31.0516 -1108.12 1822.86 61071.6 -2273.03 -1303.83 -2859.22 -7060.71 656.441 -525.025 3618.92 9396.74 20304.8
internal_weight=0 1.15459e+06 10592 4799 284 5793 1753 988 765 699 589 110 167 69 69 45 4040 3.16357e+06 141205 40160 73 101045 71724 39992 12046 31732 26865 10889 6118 2409
internal_count=4318164 1154593 10592 4799 284 5793 1753 988 765 699 589 110 167 69 69 45 4040 3163571 141205 40160 73 101045 71724 39992 12046 31732 26865 10889 6118 2409
is_linear=0
shrinkage=0.1


Tree=2314
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 3 3 0 0 0 0 5 5 3 5 4 4 3 5 1 1 2 0 3 0 0 0 1
split_gain=1.15849e+12 1.31867e+13 6.6889e+13 1.38366e+14 5.69489e+13 9.57594e+13 6.31946e+13 4.75381e+13 5.38372e+13 7.91191e+13 7.7592e+13 7.60692e+13 4.00605e+13 3.82715e+13 3.48021e+13 3.2795e+13 3.24367e+13 3.21316e+13 3.02915e+13 4.20209e+13 4.67674e+13 5.56325e+13 3.75048e+13 2.7168e+13 2.88014e+13 2.68877e+13 6.21662e+13 3.98038e+13 3.87637e+13 5.60143e+13
threshold=61.284352600000013 57.550671000000001 56.320495600000008 55.601678500000013 57.057093650000006 60.479177250000006 57.814144100000007 3.5000000000000004 12.500000000000002 55.160271200000004 54.484631300000011 55.110554300000004 53.516665650000007 48.035000000000004 67.00500000000001 21.500000000000004 118.33500000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 55.730000000000011 60.55755580000001 60.648383500000008 10.500000000000002 57.945214300000011 15.500000000000002 56.758269450000007 56.758269450000007 56.895161300000005 60.58031445000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 18 6 -6 -3 10 -10 12 -12 -9 -11 -13 -15 17 -8 -4 -20 21 -21 -23 24 -19 27 -27 -22 -28 -30
right_child=-2 2 4 -5 5 -7 16 8 9 13 11 14 -14 15 -16 -17 -18 23 19 20 25 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=23.536384187238355 78.845718470789578 7532.6061605101058 2378.9701534791698 -39954.512878457026 -14313.169440751293 -32332.407053460996 -2906.2693309279107 -1417.8049694755944 -24140.563671558051 -1621.9080456726997 -24392.84417860804 -5415.8348171902098 20638.301073086273 27047.584827879258 -21696.728759064688 -21680.390649575747 -56476.002428002452 14828.669587433216 7546.7798025111042 2488.6006096345009 -9428.6971121057541 -8274.2811587769665 -174.64236681086899 -87490.154895833344 -1798.9128205589204 45912.034320946725 -1166.1564126806159 3736.6127704168612 -51038.409298973187 -6815.0058274057883
leaf_weight=2803895 1301749 3323 59251 1094 4094 1210 10390 7375 674 995 3302 11105 927 1619 1489 151 102 2538 6143 10693 2487 20209 7972 30 1767 271 21763 29977 377 1192
leaf_count=2803895 1301749 3323 59251 1094 4094 1210 10390 7375 674 995 3302 11105 927 1619 1489 151 102 2538 6143 10693 2487 20209 7972 30 1767 271 21763 29977 377 1192
internal_value=0 -34.0263 -793.482 -5003.02 -45.7937 -5059.12 -3315 -3767.97 -5126.72 6580.91 -6790.6 -10882.9 1044.98 14069.6 -7340.74 22890.6 -278.203 111.079 583.659 -468.673 -987.299 -3652.74 -5983.01 7342.97 8003.83 860.781 -1707.49 2728.05 -2260.59 -17441
internal_weight=0 3.01642e+06 212520 32054 180466 20131 18921 30960 27637 3439 24198 15896 8302 2765 12594 1770 14827 14725 160335 101084 94941 38874 28181 4335 4305 56067 23603 32464 23332 1569
internal_count=4318164 3016415 212520 32054 180466 20131 18921 30960 27637 3439 24198 15896 8302 2765 12594 1770 14827 14725 160335 101084 94941 38874 28181 4335 4305 56067 23603 32464 23332 1569
is_linear=0
shrinkage=0.1


Tree=2315
num_leaves=31
num_cat=0
split_feature=3 5 4 0 0 5 3 1 1 3 2 5 5 3 0 5 2 5 0 1 0 2 0 0 2 5 0 3 6 3
split_gain=1.25659e+12 9.1446e+12 2.91196e+13 2.96322e+13 4.67556e+13 7.12907e+13 5.48181e+13 4.63687e+13 4.4215e+13 4.49161e+13 4.14494e+13 3.9619e+13 3.83933e+13 3.70093e+13 6.32023e+13 5.8086e+13 9.95696e+13 5.70903e+13 1.2358e+14 7.91801e+13 5.65117e+13 5.16959e+13 3.65104e+13 8.37866e+13 3.55626e+13 3.41999e+13 3.36013e+13 3.74903e+13 3.28293e+13 2.98164e+13
threshold=10.500000000000002 74.610000000000014 2.5000000000000004 45.091904500000005 45.084117700000007 81.910000000000011 16.500000000000004 38.975980350000007 38.959914000000005 14.500000000000002 21.500000000000004 80.00500000000001 84.030000000000015 17.500000000000004 45.047272400000004 101.05000000000001 9.5000000000000018 90.015000000000015 45.029420750000007 38.969379750000009 45.063245200000004 12.500000000000002 45.03656895000001 45.040161900000008 6.5000000000000009 98.020000000000024 55.030402950000003 23.500000000000004 1.5000000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3 12 -5 -9 -10 15 -15 17 -17 19 -19 20 -11 -20 24 -24 -21 29 -12 -28 -16 -13
right_child=1 2 -4 10 5 6 -8 11 9 13 26 25 -14 14 28 16 -18 18 21 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=41.998905799567567 34.134133484673058 917.638822580382 -121.45685218911314 -5127.3062299395406 15686.647088448661 283646.6005859375 63435.427749399038 -13268.960975214732 27633.345973557694 24866.012716654597 -19717.101026083226 15089.186910975826 201195.931625 72049.889552610024 52638.920746796706 5495.9697093290451 221740.76814516133 -236668.48683712119 -60510.827594339629 132863.480625 184295.6467122396 116390.05537109375 -146285.10747612847 -5673.4299842612263 -19352.087556226325 -18842.471664081582 69315.59401742788 12664.846249527402 2600.5758128230736 -7003.9885347246491
leaf_weight=2688514 1368748 3440 214650 32871 140 20 26 3073 26 302 282 1748 25 267 174 68 31 33 53 20 24 24 72 103 66 611 130 1152 532 939
leaf_count=2688514 1368748 3440 214650 32871 140 20 26 3073 26 302 282 1748 25 267 174 68 31 33 53 20 24 24 72 103 66 611 130 1152 532 939
internal_value=0 -69.2877 -611.861 -2887.77 1433.02 51174.1 159179 637.574 7586.45 20191.2 -4370.52 -5099.53 112713 17523.8 30606.4 1532.27 73209 -8648.49 -74761.6 3740.67 36603.2 -5372.89 -37306 -63525.1 16046.9 2512.55 11535 18409.5 14933 7368.5
internal_weight=0 1.62965e+06 260902 46252 11817 186 46 11631 5260 1820 34435 6371 51 1769 973 796 99 697 110 587 326 77 261 175 86 3298 1564 1282 706 2687
internal_count=4318164 1629650 260902 46252 11817 186 46 11631 5260 1820 34435 6371 51 1769 973 796 99 697 110 587 326 77 261 175 86 3298 1564 1282 706 2687
is_linear=0
shrinkage=0.1


Tree=2316
num_leaves=31
num_cat=0
split_feature=5 1 1 5 0 0 0 5 0 1 1 5 0 0 0 5 3 0 1 5 6 1 3 0 3 3 1 5 5 0
split_gain=1.1636e+12 8.71745e+12 4.26238e+13 8.65788e+13 7.63171e+13 1.53415e+14 1.34558e+14 1.13033e+14 1.01321e+14 6.77624e+13 6.67795e+13 7.26865e+13 6.9867e+13 6.26621e+13 1.47973e+14 1.15657e+14 1.02126e+14 7.97569e+13 6.37164e+13 6.26643e+13 5.94956e+13 5.8736e+13 7.24293e+13 6.70464e+13 6.48702e+13 5.7924e+13 1.90016e+14 5.78885e+13 6.98977e+13 5.21278e+13
threshold=55.405000000000008 37.752451500000006 37.692869000000009 60.610000000000007 55.645049100000001 55.56564190000001 55.719391050000006 94.040000000000006 55.601678500000013 37.726745000000001 37.737121850000008 85.91500000000002 55.591389050000011 55.842510000000011 55.899899800000007 72.705000000000013 22.500000000000004 55.777112100000004 37.712318250000003 72.705000000000013 1.5000000000000002 37.712318250000003 23.500000000000004 55.745923000000012 23.500000000000004 7.5000000000000009 37.712318250000003 83.010000000000005 93.00500000000001 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 29 9 -7 11 -11 -12 15 16 17 18 21 19 -15 27 23 -23 -8 -25 26 -16 -10 -29 -6
right_child=1 -3 3 4 6 8 13 -9 20 10 12 -13 -14 14 25 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-40.55243013932585 -62.816904438113731 197.62564104473847 5541.5997755323942 -9042.5665434941493 -21642.921264231518 19996.981953953818 -163612.84836805557 46800.243912199177 18449.379122292346 147301.75773588571 67923.372492074282 27914.339587918133 -124424.15444711538 -40382.960631510417 310909.83238932292 18144.935233134303 -134641.59599833016 13758.576028842355 -54056.547902958075 93765.855520582933 -7090.6074136014213 14604.442319594564 -37325.988060037802 -52729.257592436697 22259.580073462595 -9406.7378315041042 6987.201425509983 174587.96500538793 19996.918556342691 -49704.452539097481
leaf_weight=2681621 372805 1236959 6812 4670 1259 271 45 174 497 181 69 71 26 75 24 2259 131 799 523 65 893 590 493 580 144 4471 144 58 59 1396
leaf_count=2681621 372805 1236959 6812 4670 1259 271 45 174 497 181 69 71 26 75 24 2259 131 799 523 65 893 590 493 580 144 4471 144 58 59 1396
internal_value=0 66.4488 -339.625 -4193.22 -7514.37 1093.3 -11954.8 -31280.5 23368.4 57466.7 86729.7 113665 15280.9 -6668.84 -14068.3 1518.79 -53959.1 -12648.9 -38017.4 21900.4 9385.1 -24041.7 -9035.17 -45175.8 -37814.4 -7240.68 50404.7 33347.3 96631.8 -36397.7
internal_weight=0 1.63654e+06 399584 26779 19967 6795 13172 2829 2125 618 347 252 95 10343 5433 4910 794 2651 663 140 1507 1852 1083 769 724 4639 168 614 117 2655
internal_count=4318164 1636543 399584 26779 19967 6795 13172 2829 2125 618 347 252 95 10343 5433 4910 794 2651 663 140 1507 1852 1083 769 724 4639 168 614 117 2655
is_linear=0
shrinkage=0.1


Tree=2317
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 3 0 0 5 2 4 3 1 1 1 2 1 2 0 2 3 1 1 4 0 0 5 0 0 1
split_gain=1.16112e+12 5.54418e+12 8.32572e+12 7.45546e+12 1.6763e+13 2.33452e+13 4.36803e+13 2.74708e+13 3.16515e+13 2.24478e+13 3.01321e+13 4.48215e+13 4.70328e+13 2.52401e+13 4.31079e+13 2.86718e+13 2.58107e+13 2.19449e+13 2.14966e+13 1.85851e+13 5.89031e+13 2.13482e+13 4.04111e+13 2.86236e+13 2.84543e+13 8.13157e+13 6.39519e+13 5.21449e+13 5.67682e+13 3.75241e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 38.969379750000009 60.58031445000001 7.5000000000000009 57.157092150000004 60.693675950000006 177.02500000000003 1.5000000000000002 3.5000000000000004 5.5000000000000009 83.006817700000013 65.520339550000017 60.695889550000011 5.5000000000000009 65.551978750000004 3.5000000000000004 55.173809400000003 1.5000000000000002 12.500000000000002 57.550671000000001 56.135466100000009 3.5000000000000004 55.745923000000012 55.734663800000007 177.02500000000003 55.601678500000013 55.628356700000005 53.664171200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 19 9 -7 8 -8 -6 11 -11 -13 14 15 -12 17 -15 -16 20 -5 22 24 -24 25 27 -27 -21 -29 -26
right_child=1 3 -4 4 5 6 7 -9 -10 10 13 12 -14 16 18 -17 -18 -19 -20 21 -22 -23 23 -25 29 26 -28 28 -30 -31
leaf_value=3.5998452101362037 3305.2413602288552 2064.1537914905889 54698.830709838869 -14583.438785615808 16951.407498290271 7003.6780099143398 -50178.152263726137 13157.699356617648 -198858.28645833334 -8583.0697012166038 71689.502443677324 -48269.078320312503 -199961.71300403227 -20575.028676470589 -25594.495312500003 -52230.967823745268 -5988.9120729460592 77124.502024647882 -113349.0598371479 206.48622543509498 -144620.80481418918 -32213.026398310772 141852.45786458332 24850.085461956522 -12167.791458446029 183225.24607558141 5174.8083804481912 -211973.74911684782 -30565.104166666672 -111263.13118990386
leaf_weight=4297453 2107 4858 32 595 327 4215 45 34 21 131 43 60 31 34 46 33 1346 71 71 4109 37 262 30 69 1892 43 38 23 69 39
leaf_count=4297453 2107 4858 32 595 327 4215 45 34 21 131 43 60 31 34 46 33 1346 71 71 4109 37 262 30 69 1892 43 38 23 69 39
internal_value=0 -746.954 4074.1 -1302.21 -2494.7 1184.19 5453.96 -59866.8 -97485.5 -7217.11 -11452.4 -46033.1 -99944.6 -6782.78 -40757 17881.9 -2263.81 45488.5 -78847.3 -5817.24 -22196.4 -4242.61 -3081.61 60305.3 -4091.64 452.917 99695.4 -1460.59 -75917.3 -14169.2
internal_weight=0 20711 2139 18572 13714 6508 4315 100 66 2193 1866 222 91 1644 193 76 1451 105 117 7206 632 6574 6312 99 6213 4282 81 4201 92 1931
internal_count=4318164 20711 2139 18572 13714 6508 4315 100 66 2193 1866 222 91 1644 193 76 1451 105 117 7206 632 6574 6312 99 6213 4282 81 4201 92 1931
is_linear=0
shrinkage=0.1


Tree=2318
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 5 1 1 2 1 1 0 0 2 3 5 5 1 3 5 5 2 3 5 6 3 4 3 5 3
split_gain=1.1455e+12 6.92424e+12 3.42589e+13 2.35703e+13 1.2626e+13 2.6686e+13 8.59371e+13 3.40985e+13 2.94093e+13 4.00643e+13 2.72055e+13 2.504e+13 2.49546e+13 2.28449e+13 2.10529e+13 2.07188e+13 1.9387e+13 1.93175e+13 2.50605e+13 2.01608e+13 1.82919e+13 1.88628e+13 2.05173e+13 3.8955e+13 5.05158e+13 1.80478e+13 1.80123e+13 1.74138e+13 1.90447e+13 1.71818e+13
threshold=83.000022850000008 52.056565900000003 103.85249100000001 51.67657710000001 53.310923100000004 116.06000000000002 83.761389800000003 93.043229050000022 5.5000000000000009 104.38035940000002 93.043229050000022 52.485928400000006 53.37994195000001 2.5000000000000004 16.500000000000004 81.910000000000011 110.05000000000001 83.761389800000003 10.500000000000002 161.85000000000002 52.710000000000008 9.5000000000000018 14.500000000000002 68.00500000000001 1.5000000000000002 9.5000000000000018 3.5000000000000004 9.5000000000000018 92.035000000000011 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 13 -8 9 -9 11 -3 14 -7 17 -16 -13 18 26 -20 -19 -22 23 -23 -25 -10 27 28 -6 -27
right_child=1 4 -4 -5 12 6 7 8 25 -11 -12 16 -14 -15 15 -17 -18 20 19 -21 21 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=19.373544852449257 -20751.572419350767 -31254.013248655971 428.11890153640263 17488.587063501363 2350.7370946249553 50240.87940266927 -65280.228055013024 -20775.959378421081 138685.93094951924 126295.88199404762 -379.48502101258578 -5227.2313016909338 -298.56722170889856 172543.56424851192 -2246.7205818410621 -26196.590412650989 -97131.499269701089 3050.5207094827451 -3265.2866539552138 -65208.543160377361 9719.7594257173096 10706.084745626247 14627.756030592576 172315.01861447704 27203.354375831121 -15326.59525669643 -9655.8003470804233 8589.3740090228166 -58288.990732046281 106029.20000000001
leaf_weight=3782924 177 388 25925 1804 12921 24 60 157 26 21 23886 11217 433600 42 2930 412 23 4539 6103 53 3255 94 306 49 47 28 990 6091 52 20
leaf_count=3782924 177 388 25925 1804 12921 24 60 157 26 21 23886 11217 433600 42 2930 412 23 4539 6103 53 3255 94 306 49 47 28 990 6091 52 20
internal_value=0 -136.927 1396.67 14071.9 -221.282 -2029.29 24400.7 2470.67 18601.8 -3424.79 -2310.6 -6277.47 -83.6342 128070 2379.1 -5199.25 -5415.29 3113.22 1782.43 -3798.59 7320.7 12487.9 30654.2 56465.1 101271 71584.8 3495.64 4178.59 2107.67 35238.3
internal_weight=0 535240 27906 1981 507334 35892 378 312 252 178 35514 11628 471442 66 37842 3342 11240 34500 26210 6156 8290 3751 496 190 96 74 20054 19064 12973 48
internal_count=4318164 535240 27906 1981 507334 35892 378 312 252 178 35514 11628 471442 66 37842 3342 11240 34500 26210 6156 8290 3751 496 190 96 74 20054 19064 12973 48
is_linear=0
shrinkage=0.1


Tree=2319
num_leaves=31
num_cat=0
split_feature=5 5 5 1 0 1 3 3 1 1 6 3 0 0 0 1 5 1 3 3 1 3 5 2 1 2 3 3 4 2
split_gain=1.07414e+12 1.51386e+13 1.4383e+13 4.01343e+13 2.07785e+13 1.97596e+13 2.10663e+13 5.53367e+13 6.24771e+13 8.50804e+13 2.4939e+13 2.95828e+13 2.41643e+13 5.07276e+13 2.866e+13 6.76761e+13 2.0492e+13 2.21641e+13 2.00609e+13 6.68302e+13 3.73471e+13 3.26865e+13 1.9925e+13 1.97661e+13 1.96369e+13 1.9013e+13 1.87024e+13 2.00186e+13 1.85345e+13 1.83316e+13
threshold=61.405000000000008 61.845000000000006 59.810000000000009 38.058342000000003 44.580511600000001 30.362552800000003 20.500000000000004 18.500000000000004 30.259484550000003 30.315880100000005 1.5000000000000002 19.500000000000004 59.904813200000007 60.003414000000006 59.834458500000004 30.305955500000003 61.020000000000003 37.752451500000006 27.500000000000004 26.500000000000004 37.503486000000002 28.500000000000004 60.905000000000008 9.5000000000000018 30.346469350000003 3.5000000000000004 10.500000000000002 12.500000000000002 2.5000000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 25 6 7 29 -9 23 11 -11 14 24 -8 -16 18 -18 19 -7 -21 -20 -23 -10 -14 -4 -5 28 -28 -6
right_child=1 -3 3 26 5 16 12 8 9 10 -12 -13 13 -15 15 -17 17 -19 21 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=15.95747216999608 3845.7118827099894 47.715108732713453 135268.01532738094 -1209.5941265395957 -2244.9098284409984 3409.8061535910392 -33863.636302001956 -4218.5014698322002 55220.571701388893 32065.130638020837 72082.956835937497 -109574.79870689656 -54811.47303760457 -8225.7803382339916 -5307.996887869429 131737.33433984377 -9269.3929710911052 12563.765121241599 116360.23241071429 -20501.60986328125 -143498.84049617685 8218.7901128354279 68173.413183593759 152902.19924398701 -154069.40802556821 22528.630656550482 -7949.6497724323481 -3359.0973254710875 -27652.734216673209 -33457.295753022816
leaf_weight=3022366 10592 1144001 21 71724 6260 28525 100 208 27 30 32 29 212 529 129 50 2466 573 35 52 47 414 64 89 22 52 2184 26526 611 194
leaf_count=3022366 10592 1144001 21 71724 6260 28525 100 208 27 30 32 29 212 529 129 50 2466 573 35 52 47 414 64 89 22 52 2184 26526 611 194
internal_value=0 82.5572 -30.1305 -1016.6 1657.59 1560.53 -2916.99 -907.135 34488.5 73382.6 999.334 -37554.5 -16166.2 -25374.8 9017.1 32972.8 2661.4 -5152.78 3476.42 3125.15 -78894.2 23076.6 16246.2 130166 -64143.4 54960.5 -2079.45 -4207.27 -12256.8 -3183.12
internal_weight=0 1.15459e+06 3.16357e+06 141205 40160 40087 7911 6869 415 207 91 59 1042 763 279 179 32176 3039 29137 28624 99 513 478 116 234 73 101045 29321 2795 6454
internal_count=4318164 1154593 3163571 141205 40160 40087 7911 6869 415 207 91 59 1042 763 279 179 32176 3039 29137 28624 99 513 478 116 234 73 101045 29321 2795 6454
is_linear=0
shrinkage=0.1


Tree=2320
num_leaves=31
num_cat=0
split_feature=3 0 6 3 0 0 0 1 0 5 2 0 2 2 5 2 1 1 3 5 1 5 5 5 5 5 1 3 0 0
split_gain=1.20379e+12 1.28439e+13 1.37014e+13 2.00188e+13 4.70261e+13 8.10785e+13 3.63586e+13 3.9875e+13 4.47852e+13 3.56497e+13 3.38198e+13 3.3122e+13 3.6089e+13 2.38459e+13 2.49655e+13 2.2299e+13 1.79596e+13 3.70327e+13 3.14192e+13 3.05396e+13 5.43275e+13 2.0281e+13 1.54083e+13 1.42105e+13 1.41625e+13 1.3875e+13 1.3036e+13 3.53684e+13 5.45447e+13 3.11467e+13
threshold=27.500000000000004 59.846652800000008 1.5000000000000002 28.500000000000004 55.68356880000001 55.806974650000008 59.834458500000004 60.55755580000001 55.851332700000007 43.810000000000009 9.5000000000000018 55.87722990000001 16.500000000000004 11.500000000000002 49.995000000000012 18.500000000000004 37.457850350000008 37.475443250000005 35.500000000000007 73.405000000000015 37.362912300000012 68.52500000000002 41.995000000000012 37.305000000000007 72.010000000000005 75.750000000000014 37.533784800000006 29.500000000000004 55.727011600000004 55.826364100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 15 13 7 8 9 23 -11 12 -10 -6 -15 24 19 18 -18 21 25 -5 -17 -7 -4 -21 27 28 -2 -30
right_child=1 -3 3 16 5 6 -8 -9 11 10 -12 -13 -14 14 -16 22 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.9941228872740178 31096.297451810751 -10784.540151767251 -21838.422544547306 -7353.7515884799795 66912.808861517144 41494.477656250005 94430.793354180525 121967.76419270833 -220630.91383928573 -112073.87099184783 32726.590939670139 -18764.80288146219 -32935.107031250001 75184.453844684103 209302.14633928574 -19636.37892303467 72008.291230193674 2605.0984159806931 -14812.824390889829 -78699.166418850815 -201298.17556818182 81004.253761574088 73461.299023437503 156749.73376358696 -100676.37719907408 4958.1486203835229 225.43160147830704 -1038.317721261069 -30173.536138916017 1752.5106261903375
leaf_weight=4279873 214 1190 146 686 62 20 47 24 21 23 54 81 20 23 35 32 142 4286 59 31 22 27 40 23 27 55 22186 7039 1274 402
leaf_count=4279873 214 1190 146 686 62 20 47 24 21 23 54 81 20 23 35 32 142 4286 59 31 22 27 40 23 27 55 22186 7039 1274 402
internal_value=0 -558.205 -230.199 4151.13 20332 40142.4 13349 -977.458 -13170.4 30205.6 -10525.5 -55835.2 -129072 110028 156118 -14679.9 2084.32 4572.47 46523.5 -11514.1 -61069.8 -4007.8 32084.6 103143 -34142.6 -25197.4 -1073.09 -4299.55 -16445.5 -22515.9
internal_weight=0 38291 37101 5986 678 433 313 266 242 120 77 122 41 120 58 245 5308 4487 201 821 108 713 72 43 173 86 31115 8929 1890 1676
internal_count=4318164 38291 37101 5986 678 433 313 266 242 120 77 122 41 120 58 245 5308 4487 201 821 108 713 72 43 173 86 31115 8929 1890 1676
is_linear=0
shrinkage=0.1


Tree=2321
num_leaves=31
num_cat=0
split_feature=3 1 1 3 2 5 1 0 3 3 5 5 5 0 0 2 0 6 0 0 1 1 5 5 3 5 0 2 5 1
split_gain=1.13229e+12 4.62326e+12 8.95512e+12 5.6148e+13 1.70755e+13 1.13729e+13 1.02216e+13 1.58212e+13 1.14464e+13 1.65438e+13 1.08127e+13 7.98797e+12 6.56385e+12 2.27297e+13 2.16085e+13 1.44806e+13 1.0447e+13 8.165e+12 6.68622e+12 9.97634e+12 1.362e+13 2.63356e+13 1.8049e+13 2.44097e+13 2.09102e+13 1.86427e+13 2.69621e+13 2.03604e+13 1.73396e+13 1.66424e+13
threshold=28.500000000000004 60.648383500000008 60.628582700000003 31.500000000000004 11.500000000000002 44.905000000000008 60.611165000000007 56.838612000000005 31.500000000000004 30.500000000000004 92.035000000000011 77.00500000000001 110.05000000000001 55.812836050000008 56.838612000000005 5.5000000000000009 56.831297550000009 1.5000000000000002 55.885524800000006 55.806974650000008 37.855187800000003 37.792847950000002 101.05000000000001 99.555000000000021 30.500000000000004 48.945000000000007 55.695992150000002 3.5000000000000004 96.015000000000015 56.022377500000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 12 8 9 -8 -9 -6 18 15 16 -14 17 -15 19 20 21 -2 23 24 25 -22 27 -27 29 -26
right_child=1 -3 3 5 11 -7 7 10 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=4.6206019876432505 -1241.0902664733471 -6908.8705809436406 26572.897143554688 48361.627795940905 57415.688373161764 -2543.5104459626909 -7967.1126362645346 3826.8084030677537 -8473.00108078003 -66283.621486118864 81807.860937500009 119991.02746629901 47415.940106997288 33357.138061095124 -21563.145714285714 -13852.655225222283 132456.76696428572 106299.23335193453 -3347.931122440008 3754.7687109530762 -25287.299982542634 -20896.238157923082 -69512.537060546878 102461.52789963943 8999.0286787226123 69787.561139112906 66796.942578125003 -16413.423298463982 -71386.36627103365 53126.081995520428
leaf_weight=4283289 15067 1113 64 46 34 956 86 116 240 112 21 51 46 57 35 239 21 21 6886 5922 372 714 32 26 2154 31 62 236 26 89
leaf_count=4283289 15067 1113 64 46 34 956 86 116 240 112 21 51 46 57 35 239 21 21 6886 5922 372 714 32 26 2154 31 62 236 26 89
internal_value=0 -567.495 -358.444 8310.5 65586.2 -206.548 -664.413 -13879.3 -23156.3 -40954.2 15780.1 94960.9 -427.226 12006.9 45974.1 -3963.69 69850.8 52995.4 -592.007 175.342 -951.638 -2130.37 5191.57 5989.47 5144.94 -9950.95 7389.84 -6405.07 9808.76 10749.9
internal_weight=0 34875 33762 1151 149 1002 32611 575 438 198 137 85 32036 419 134 285 99 78 31617 24731 18809 15781 3028 2996 2970 701 329 267 2269 2243
internal_count=4318164 34875 33762 1151 149 1002 32611 575 438 198 137 85 32036 419 134 285 99 78 31617 24731 18809 15781 3028 2996 2970 701 329 267 2269 2243
is_linear=0
shrinkage=0.1


Tree=2322
num_leaves=31
num_cat=0
split_feature=5 2 1 1 2 0 0 4 0 0 0 3 5 1 2 3 5 3 5 0 5 3 1 0 5 2 2 6 0 0
split_gain=1.09773e+12 7.17376e+12 1.26395e+13 8.14432e+13 2.62509e+13 3.85481e+13 2.65389e+13 2.46938e+13 2.29014e+13 2.07168e+13 2.06573e+13 2.06596e+13 4.85077e+13 2.00679e+13 1.89249e+13 2.51576e+13 1.58399e+13 1.52639e+13 2.79172e+13 3.97583e+13 1.87373e+13 1.69786e+13 1.99121e+13 5.40182e+13 3.47889e+13 2.61174e+13 2.56144e+13 2.02587e+13 1.74353e+13 1.46163e+13
threshold=96.015000000000015 20.500000000000004 39.787929450000007 39.739656000000004 21.500000000000004 45.047272400000004 45.084117700000007 1.5000000000000002 59.846652800000008 45.005863250000004 45.013473000000012 22.500000000000004 225.45000000000002 38.996948700000011 23.500000000000004 24.500000000000004 142.05000000000004 24.500000000000004 107.05000000000001 55.416472000000006 99.555000000000021 25.500000000000004 37.098288800000006 59.982527000000012 105.35000000000001 22.500000000000004 22.500000000000004 1.5000000000000002 55.745923000000012 60.035045000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 16 -6 -8 -3 -11 12 -12 17 -15 -16 -7 18 19 -9 -21 22 23 -19 26 28 -24 -28 -26 -25
right_child=1 2 -4 -5 7 6 8 13 -10 10 11 -13 -14 14 15 -17 -18 21 -20 20 -22 -23 24 29 25 -27 27 -29 -30 -31
leaf_value=9.5504919653147393 -387.38088995562543 -20277.265390625002 -1533.3969571875518 205114.33348214289 111173.54515625001 -101014.70974042339 39974.055835700761 119554.54974798388 -11513.030383831523 170300.36025000003 183204.39362487794 4914.861441132517 -12391.101264880954 -50332.400530536361 80814.505204133064 -20783.57873749315 11468.37380952381 129417.82575431035 -36536.357153608216 -50383.768570963548 19535.60791944194 -5744.2528675828462 45472.493011277722 -28002.50604702819 -93796.784299723309 49724.495292637715 14072.736762152779 -88311.041648954502 29450.444176136367 39004.769778645838
leaf_weight=4168594 145125 20 2268 21 20 31 231 31 138 25 32 33 21 143 31 114 21 58 212 57 117 331 31 51 24 177 27 68 22 90
leaf_count=4168594 145125 20 2268 21 20 31 231 31 138 25 32 33 21 143 31 114 21 58 212 57 117 331 31 51 24 177 27 68 22 90
internal_value=0 -266.177 3691.01 9133.8 7224.9 26034.5 11293.6 751.748 20718.7 73408.3 90288.5 67029.3 105704 -642.466 -24519.5 937.391 -55588.8 4663.54 -11092.9 15219.4 -3369.02 12138.4 22939.8 48183.6 8545.8 32278.1 -33456.7 -59212.5 -34852.5 14768.1
internal_weight=0 149570 4445 2177 2156 552 421 1604 369 131 111 86 53 1584 288 145 52 1296 417 205 174 879 548 199 349 223 126 95 46 141
internal_count=4318164 149570 4445 2177 2156 552 421 1604 369 131 111 86 53 1584 288 145 52 1296 417 205 174 879 548 199 349 223 126 95 46 141
is_linear=0
shrinkage=0.1


Tree=2323
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 1 3 5 5 5 3 1 0 3 0 5 4 5 2 5 5 5 3 5 4 5 3 5 5
split_gain=1.10332e+12 2.55301e+13 5.58664e+13 1.38717e+14 6.44548e+13 5.69162e+13 5.51071e+13 5.04677e+13 4.88407e+13 4.90108e+13 3.67175e+13 3.5331e+13 3.26304e+13 1.11209e+14 7.53254e+13 7.32513e+13 5.22206e+13 4.37115e+13 7.30173e+13 5.12933e+13 6.09595e+13 8.50441e+13 2.12808e+14 6.40702e+13 9.02991e+13 5.64493e+13 7.87513e+13 5.25943e+13 4.92386e+13 4.30054e+13
threshold=49.111504200000006 49.201680550000006 55.801980100000009 55.793358600000012 9.5000000000000018 49.148175700000003 49.177301950000007 6.5000000000000009 118.33500000000002 63.455000000000005 36.715000000000011 18.500000000000004 49.148175700000003 55.777112100000004 16.500000000000004 55.784980300000008 101.05000000000001 1.5000000000000002 75.015000000000015 4.5000000000000009 150.04500000000004 71.00500000000001 70.00500000000001 5.5000000000000009 76.00500000000001 2.5000000000000004 114.05000000000001 6.5000000000000009 109.05000000000001 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 7 -4 10 9 -6 -5 -8 13 16 17 -16 29 18 -15 -19 21 22 -21 -23 -25 -26 28 -28 -27 -2
right_child=1 -3 6 4 8 -7 11 -9 -10 -11 -12 -13 -14 14 15 -17 -18 19 -20 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=-44.536539042003703 -890.55623438762473 -4.2682127033743491 324.28111011968304 -45067.422558593753 21459.48655898725 -13535.591278950085 -18824.637133403416 -45917.079990096834 -79043.958493822676 48572.120694008481 57793.494315786207 9163.1796331561054 320.30750989372217 37971.190080361572 123231.50415330092 19508.58374240014 60772.489451656496 26206.914592398967 233328.16474609377 -4001.8454108796295 -135193.95905448718 133612.85197704082 -283920.03584558825 152009.74914415149 -105995.29830255681 34677.26897710756 27929.945975378792 -150606.6400568182 224598.62828125001 -55819.956635346287
leaf_weight=2430983 3858 1835629 12741 39 2694 880 2738 71 43 886 315 540 24470 441 151 124 133 783 20 135 39 49 34 36 55 43 33 33 20 148
leaf_count=2430983 3858 1835629 12741 39 2694 880 2738 71 43 886 315 540 24470 441 151 124 133 783 20 135 39 49 34 36 55 43 33 33 20 148
internal_value=0 57.37 2252.14 4462.46 20033.2 977.692 -2650.73 31028.7 26897 28169.5 46461.4 -14214.1 1955.26 8476.42 27864.3 76461.9 -873.249 20098.9 46446.5 10459 -15391.4 -4724.03 -60316.7 30202.2 7169.88 -21168.4 14998.2 -61338.3 94969.8 -2919.9
internal_weight=0 1.88718e+06 51552 35533 4928 1305 16019 425 3623 3580 354 3278 30605 6135 1996 275 4139 1721 461 1260 477 438 169 269 220 184 129 66 63 4006
internal_count=4318164 1887181 51552 35533 4928 1305 16019 425 3623 3580 354 3278 30605 6135 1996 275 4139 1721 461 1260 477 438 169 269 220 184 129 66 63 4006
is_linear=0
shrinkage=0.1


Tree=2324
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 3 6 4 1 5 1 3 6 1 3 5 5 3 1 0 3 3 0 5 1 3 3 1 1
split_gain=1.09626e+12 1.62116e+13 1.24107e+14 1.34612e+14 1.87357e+14 3.25061e+14 1.52594e+14 1.16491e+14 1.11754e+14 9.29385e+13 9.25713e+13 8.1605e+13 1.22375e+14 1.00756e+14 9.77823e+13 1.26635e+14 1.15282e+14 1.50364e+14 1.07739e+14 1.12547e+14 6.09403e+14 1.56002e+14 1.1168e+14 9.24127e+13 1.73567e+14 1.63251e+14 1.1274e+14 9.9329e+13 8.15847e+13 8.1863e+13
threshold=55.576287050000012 55.518428350000008 37.559851850000008 37.503486000000002 17.500000000000004 55.551692500000009 15.500000000000002 1.5000000000000002 1.0000000180025095e-35 37.516458750000005 24.010000000000002 36.761894450000007 10.500000000000002 1.5000000000000002 37.275078000000001 4.5000000000000009 68.52500000000002 75.015000000000015 17.500000000000004 37.487839250000007 55.56564190000001 15.500000000000002 11.500000000000002 55.56564190000001 56.505000000000003 37.457850350000008 14.500000000000002 6.5000000000000009 37.475443250000005 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 7 -7 9 -9 -5 -8 12 -3 14 15 -13 -17 -18 19 21 -21 22 -16 25 -25 -15 27 -26 29 -23
right_child=-2 2 -4 4 -6 6 10 8 -10 -11 -12 13 -14 23 18 16 17 -19 -20 20 -22 28 -24 24 26 -27 -28 -29 -30 -31
leaf_value=2.1494253987175203 -56.330368778450804 -48053.696879490883 -2465.858330667641 -62749.699172387191 -152.72789860124499 22084.607985483628 -15067.274150028936 -19804.782754609645 37076.852327174165 6898.4614956356236 121675.73174263065 93442.144930013033 75833.534982167112 8348.5667736950709 10015.592796891233 -107376.12193539785 126983.85708333334 -58966.061560522154 -21725.627018212239 59103.763940991521 -90130.797820568085 50808.379250541104 -16369.991573669471 -29214.10781878831 -131866.94879261366 50592.612125563915 75.177053320312496 87565.083823876514 36189.788602063512 2856.0620071170106
leaf_weight=2335229 1919283 598 34294 268 3386 281 54 410 2192 672 595 60 92 2636 3181 249 60 158 1885 478 640 416 3236 1123 22 1401 500 331 1965 2469
leaf_count=2335229 1919283 598 34294 268 3386 281 54 410 2192 672 595 60 92 2636 3181 249 60 158 1885 478 640 416 3236 1123 22 1401 500 331 1965 2469
internal_value=0 45.0685 1619.66 6392.08 17592.7 31028.7 83644.3 17213.8 28114 -12958.7 110298 2298.38 -31535.4 3420.22 -1015.44 -43316.4 -60887.1 -7787.18 546.757 3936.62 -26325.7 6939.48 -3290.27 14335.6 -3384.05 23008.9 30622 73889.4 20474.4 9770.5
internal_weight=0 2.39888e+06 63652 29358 7858 4472 930 3542 2602 940 649 21500 690 20810 14797 527 467 218 14270 12385 1118 11267 6417 6013 1976 4037 853 353 4850 2885
internal_count=4318164 2398881 63652 29358 7858 4472 930 3542 2602 940 649 21500 690 20810 14797 527 467 218 14270 12385 1118 11267 6417 6013 1976 4037 853 353 4850 2885
is_linear=0
shrinkage=0.1


Tree=2325
num_leaves=31
num_cat=0
split_feature=2 5 3 1 0 2 5 3 0 6 1 0 1 3 1 5 5 0 5 0 4 5 5 3 0 0 3 5 2 5
split_gain=1.10642e+12 3.27796e+12 8.97781e+12 3.60544e+12 3.4685e+12 7.49081e+12 1.19507e+13 6.3769e+12 2.51684e+13 6.63641e+12 1.96532e+13 6.46786e+12 6.31397e+12 5.26492e+12 5.22216e+12 8.61558e+12 1.49518e+13 1.01414e+13 1.42032e+13 8.12902e+12 4.53142e+12 4.25421e+12 5.68191e+12 3.89805e+12 3.87084e+12 1.13205e+13 1.81095e+13 1.55295e+13 1.54366e+13 8.11862e+12
threshold=26.500000000000004 21.015000000000004 32.500000000000007 37.737121850000008 55.518428350000008 28.500000000000004 74.010000000000005 27.500000000000004 55.795550600000006 1.5000000000000002 30.578016350000002 56.911498950000002 50.158868250000005 32.500000000000007 37.342273500000012 74.610000000000014 56.005000000000003 59.820733200000006 104.75000000000001 59.932719750000011 2.5000000000000004 53.705000000000005 50.805000000000007 32.500000000000007 55.755036050000008 55.793358600000012 31.500000000000004 65.045000000000016 31.500000000000004 76.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 13 12 8 -6 10 -10 -11 -7 -3 15 16 19 -17 -19 21 -18 22 23 -9 -16 26 27 -26 29 -28
right_child=1 4 3 -5 7 6 -8 14 9 11 -12 -13 -14 -15 24 17 20 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-2.0875715088477405 -62825.912742456901 -28097.563406180736 -11262.822597885133 21644.359832899307 105361.36885775864 -45841.741103830645 58020.679529138521 5519.7437804470173 -3988.6757339969759 -46683.139772727271 98230.84311342593 4847.7076190251173 16132.098147321429 18928.537890625001 3442.0623101565152 19404.508370225692 44815.259621660785 -84252.725602678576 15627.503531901042 63941.518300781252 9927.869021045919 -32276.825845336916 42238.416845703126 -22307.265831316021 -10940.709164663462 288.00595302765123 -64326.323839180433 106267.08750732424 -2260.6576171874999 -19855.643940985381
leaf_weight=4310832 29 159 128 45 29 31 37 173 62 33 27 93 35 28 2578 45 155 35 24 20 49 40 32 71 26 3017 106 20 138 67
leaf_count=4310832 29 159 128 45 29 31 37 173 62 33 27 93 35 28 2578 45 155 35 24 20 49 40 32 71 26 3017 106 20 138 67
internal_value=0 1227.38 -11334.6 -2703.15 1583.28 -9128.34 12527.1 2037.43 17912.7 6117.34 27021.7 -8648.47 -12976.8 -21056.2 1450.16 10004.2 15080.2 -16351.8 -43623.5 2114.54 36435.4 -1798.56 2618.58 -2577.46 524.621 -1704.53 -18543.4 40019.2 -27205.4 -47103.6
internal_weight=0 7332 202 173 7130 290 103 6840 244 215 89 126 66 187 6596 644 540 104 59 336 204 316 276 244 5952 3374 357 46 311 173
internal_count=4318164 7332 202 173 7130 290 103 6840 244 215 89 126 66 187 6596 644 540 104 59 336 204 316 276 244 5952 3374 357 46 311 173
is_linear=0
shrinkage=0.1


Tree=2326
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 5 3 1 4 5 1 5 3 3 5 5 3 2 5 4 5 2 3 3 1 1 5 4 1 5
split_gain=1.08495e+12 1.57512e+13 1.15311e+13 2.62576e+13 1.64099e+14 4.85526e+13 3.80904e+13 3.33833e+13 4.35656e+13 3.31261e+13 3.27915e+13 3.52243e+13 3.3299e+13 3.88059e+13 7.26842e+13 7.34309e+13 4.37329e+13 3.54919e+13 3.46804e+13 6.52023e+13 3.50898e+13 7.49972e+13 3.81566e+13 9.33175e+13 6.36772e+13 4.93017e+13 4.71818e+13 4.9804e+13 3.90064e+13 4.4835e+13
threshold=44.039893800000009 39.188277450000008 44.580511600000001 41.950906500000009 39.188277450000008 47.005000000000003 2.5000000000000004 42.09605220000001 2.5000000000000004 114.05000000000001 39.080602550000002 85.020000000000024 15.500000000000002 12.500000000000002 67.00500000000001 77.715000000000018 14.500000000000002 7.5000000000000009 132.05000000000004 4.5000000000000009 118.33500000000002 2.5000000000000004 7.5000000000000009 8.5000000000000018 38.096381250000007 38.096381250000007 96.015000000000015 2.5000000000000004 38.058342000000003 49.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 -7 8 -5 -10 12 -12 13 17 -15 -16 -17 18 20 -20 22 -22 25 24 -24 -2 27 28 29 -25
right_child=2 -3 -4 7 5 6 -8 -9 9 -11 11 -13 -14 14 15 16 -18 -19 19 -21 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-51796.213853717469 -7669.7552671322228 329.50557797688049 6.3529835268828423 1798.3131408658912 -18196.881733551025 -18450.722101810436 -70622.86372943272 -1646.1804516069924 30038.354068897141 -19384.767169744318 -12720.674360122455 -86486.231294519763 -27396.700678576686 -17788.392588227372 248618.19303977271 109200.55209037164 3166.9296589176829 -16846.222907931173 87865.88853236608 -60869.442109375006 65312.189192708342 -159362.82347756412 49548.981142836819 -3345.6430306640632 -21587.784626254659 7138.6895706358009 76750.292501027972 -35548.897251518407 -2505.7240324361615 79917.207612814847
leaf_weight=58 5933 114828 4170694 2700 640 193 509 11083 1136 154 1348 68 441 145 22 74 82 1185 112 40 24 39 755 125 151 3620 76 392 1403 134
leaf_count=58 5933 114828 4170694 2700 640 193 509 11083 1136 154 1348 68 441 145 22 74 82 1185 112 40 24 39 755 125 151 3620 76 392 1403 134
internal_value=0 303.19 -8.28693 -1882.17 -4515.89 -38117.8 -56279.2 1177.55 9020.99 24138.2 -1726.99 -16263.1 -331.811 502.147 34770.3 77585 53464.9 -289.09 1243.26 48725 672.818 -73772.3 1045.37 10811.2 37692.9 -2058.26 -622.993 -3485.88 4076.52 39732.4
internal_weight=0 114886 4.20328e+06 32584 17511 1342 702 15073 3990 1290 16169 1416 14753 14312 323 178 156 13989 12804 152 12652 63 12589 3036 906 9553 2130 2054 1662 259
internal_count=4318164 114886 4203278 32584 17511 1342 702 15073 3990 1290 16169 1416 14753 14312 323 178 156 13989 12804 152 12652 63 12589 3036 906 9553 2130 2054 1662 259
is_linear=0
shrinkage=0.1


Tree=2327
num_leaves=31
num_cat=0
split_feature=4 0 3 5 0 5 1 0 3 2 5 5 6 1 1 2 5 3 5 6 2 3 3 2 5 0 0 3 0 0
split_gain=1.07352e+12 4.67525e+12 5.47594e+13 2.1851e+13 1.6603e+13 2.33553e+13 2.24165e+13 1.73098e+13 2.59438e+13 1.52401e+13 2.61379e+13 4.53961e+13 3.67111e+13 2.68766e+13 2.53188e+13 4.04014e+13 2.88078e+13 2.3356e+13 2.1983e+13 2.82565e+13 1.88386e+13 2.35426e+13 1.65964e+13 2.62467e+13 1.56511e+13 3.58649e+13 2.51137e+13 2.07923e+13 4.996e+13 1.51472e+13
threshold=4.5000000000000009 44.039893800000009 10.500000000000002 161.85000000000002 44.678200800000006 128.92000000000004 37.767735350000002 44.580511600000001 5.5000000000000009 7.5000000000000009 150.04500000000004 137.05000000000004 1.5000000000000002 39.753614400000011 43.048525950000005 4.5000000000000009 125.85000000000001 5.5000000000000009 161.85000000000002 1.5000000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 1.5000000000000002 177.02500000000003 43.465905150000005 43.592450450000008 5.5000000000000009 43.514103700000014 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -3 -7 8 -8 10 11 14 17 -13 15 20 -17 -12 -11 -20 -2 -22 23 -16 27 -26 -27 28 -14 -6
right_child=1 4 3 -5 29 6 7 -9 -10 18 12 13 24 -15 22 16 -18 -19 19 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-2.881301040496822 9878.8193576388894 16094.844184524947 -18099.95606299867 -115593.19064344617 48236.943297793267 39268.032142857141 -8549.9535937500004 -157606.33152343752 -122788.78349905304 20566.554597656253 -81012.13825757576 28491.154619565219 219895.19187500002 -99573.873889802635 20039.1298828125 -18228.985625000001 136845.9933423913 45718.401446063704 5154.6411718750005 -162942.159296875 -30553.549544270834 -159266.48564814817 25528.919180699082 173122.73958333334 -3683.5670634501689 159177.26950165723 32759.418177083335 30647.753571428577 15852.6540625 568.25532307459741
leaf_weight=4303792 27 74 47 45 67 21 50 20 33 50 33 23 30 57 24 25 23 26 20 20 30 27 251 21 74 33 30 28 20 13143
leaf_count=4303792 27 74 47 45 67 21 50 20 33 50 33 23 30 57 24 25 23 26 20 20 30 27 251 21 74 33 30 28 20 13143
internal_value=0 862.825 7589.29 -65786.9 379.21 -28363.7 -54895.4 -74093.7 -53970.2 15330.8 19815.7 6388.82 44709.4 -62755.2 19312.9 -17108.6 56077.8 -25164.8 -23638 -78893.8 -58929.4 -91522.8 35555 91478.1 63884.2 43525.9 98978.3 99641.6 138278 810.027
internal_weight=0 14372 964 92 13408 198 124 103 83 872 782 508 274 80 428 132 48 59 90 40 84 57 296 45 215 137 63 78 50 13210
internal_count=4318164 14372 964 92 13408 198 124 103 83 872 782 508 274 80 428 132 48 59 90 40 84 57 296 45 215 137 63 78 50 13210
is_linear=0
shrinkage=0.1


Tree=2328
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 1 2 2 3 3 5 1 3 1 1 3 3 3 0 3 0 1 1 5 4 2 2 3 5 1
split_gain=1.03494e+12 9.51638e+12 2.2576e+13 5.96567e+13 4.39181e+13 4.67907e+13 3.92752e+13 3.12159e+13 5.18165e+13 1.52497e+14 5.34724e+13 1.00564e+14 4.99874e+13 4.65935e+13 7.03979e+13 4.57726e+13 7.34343e+13 5.92634e+13 3.84049e+13 3.29793e+13 3.1006e+13 4.13978e+13 6.09589e+13 4.53982e+13 7.1853e+13 5.39696e+13 3.28287e+13 3.10973e+13 4.2307e+13 2.80242e+13
threshold=89.00500000000001 59.932719750000011 59.990816400000007 30.207352000000004 132.05000000000004 30.243224600000001 2.5000000000000004 10.500000000000002 17.500000000000004 16.500000000000004 96.015000000000015 30.315880100000005 24.500000000000004 30.346469350000003 30.315880100000005 21.500000000000004 17.500000000000004 22.500000000000004 59.939091550000008 15.500000000000002 60.003414000000006 30.207352000000004 30.226173900000003 132.05000000000004 3.5000000000000004 9.5000000000000018 18.500000000000004 16.500000000000004 99.555000000000021 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 15 9 19 13 12 -12 14 -10 16 -7 -17 -18 -9 21 27 26 24 -24 -25 -23 -4 -29 -13
right_child=1 2 20 4 6 7 -8 8 10 -11 11 29 -14 -15 -16 17 18 -19 -20 -21 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=11.36151197820692 -408.31913422192849 -35358.313337135878 -22852.002544642859 33774.026944384961 24969.320635746451 5945.6230453666467 -21871.277579226611 30475.039368838359 11678.768912760417 179570.89714583335 80142.664015151517 -158090.29284752157 -62654.78125 -67194.295937500006 201412.57646780304 156130.70758680554 5077.4322819890203 16337.818268019153 -83666.598970853374 -89163.849500000011 491.29031312164602 -122265.43449966756 -24433.748461005882 -202614.52199074076 68392.342115693944 8383.9931107954544 -12122.084010074013 148075.33810177364 8731.2423846550719 -23269.624479166669
leaf_weight=4097479 202401 339 70 757 229 5311 820 294 48 75 66 58 39 25 33 45 74 93 143 25 8889 94 457 27 102 22 38 37 53 21
leaf_count=4097479 202401 339 70 757 229 5311 820 294 48 75 66 58 39 25 33 45 74 93 143 25 8889 94 457 27 102 22 38 37 53 21
internal_value=0 -210.95 1973.89 5745.92 7454.4 10273.6 -11645.8 7472.06 27651.6 51264.9 -4429.94 -37021.8 27103.6 52144.7 88977.7 5035.99 3615.88 61922.5 -53403.7 21099 -1299.52 -18986.7 -28959.4 -15586.1 -7495.89 -107880 -90557.5 27136.9 66017.1 -122252
internal_weight=0 220685 18284 8495 8156 7107 1049 6350 684 394 290 184 105 106 81 5666 5528 138 217 319 9789 900 740 608 559 49 132 160 90 79
internal_count=4318164 220685 18284 8495 8156 7107 1049 6350 684 394 290 184 105 106 81 5666 5528 138 217 319 9789 900 740 608 559 49 132 160 90 79
is_linear=0
shrinkage=0.1


Tree=2329
num_leaves=31
num_cat=0
split_feature=2 1 1 5 4 5 0 0 1 1 5 0 5 0 4 5 0 1 1 5 3 5 0 2 0 0 3 5 6 6
split_gain=1.02126e+12 1.087e+13 2.65537e+13 3.04155e+13 7.39539e+13 4.60784e+13 3.96822e+13 6.11093e+13 3.48962e+13 5.12767e+13 4.50455e+13 5.07213e+13 4.68105e+13 4.22402e+13 3.30326e+13 3.01404e+13 4.6498e+13 2.8862e+13 5.42685e+13 5.2047e+13 5.68948e+13 3.98205e+13 3.81415e+13 3.72343e+13 3.50897e+13 5.76896e+13 4.33805e+13 3.65969e+13 2.9108e+13 2.69361e+13
threshold=9.5000000000000018 37.342273500000012 30.434657650000002 85.020000000000024 2.5000000000000004 86.810000000000016 55.120365700000008 55.657530000000008 30.468306550000005 37.275078000000001 82.00500000000001 59.916647550000008 70.00500000000001 60.063729500000008 3.5000000000000004 78.010000000000005 55.591389050000011 37.314272700000011 37.214886200000009 128.92000000000004 12.500000000000002 123.15000000000002 55.664473600000008 19.500000000000004 55.801980100000009 55.68356880000001 15.500000000000002 105.35000000000001 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6 15 10 -10 11 12 29 -13 -11 -8 -17 18 -7 20 -20 22 -22 24 25 27 -26 -19 -29 -9
right_child=1 -3 3 5 6 17 7 8 9 14 -12 13 -14 -15 -16 16 -18 23 19 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=24.329047160361505 221.81655389111157 69.715251543945456 -3072.1498395454191 -40929.451993978961 -12640.623676576171 -9986.1449665947421 22309.905946180559 13363.132862389606 21151.337147256094 -2119.3677334577355 -53472.541852883733 -22469.996063385686 38381.791344259509 95105.491912841797 -112168.3392857143 1920.0198723779968 97172.108081338578 20092.069058469744 156352.24953703705 127318.18192471593 -16812.439457857243 -102423.65854334678 37400.447319771039 -117095.97483865489 165175.85421875003 -130701.47635995371 -6395.5560407366074 46240.840742187502 -88984.246158854163 -66799.404109172086
leaf_weight=3453778 93380 707599 52672 447 793 2842 324 92 2462 1054 170 677 460 32 28 73 172 126 27 44 227 31 303 46 20 54 56 20 78 77
leaf_count=3453778 93380 707599 52672 447 793 2842 324 92 2462 1054 170 677 460 32 28 73 172 126 27 44 227 31 303 46 20 54 56 20 78 77
internal_value=0 -97.2102 -850.565 -2429.87 -1837.59 -10528.8 8300.68 11255 7755.82 13177.2 -4985.19 1175.39 21846.5 -17163.3 -4967.22 42323.7 68790.9 -7021.07 -4092.21 22411.8 14561.7 7737.57 14181 -32458.2 -21460.1 -37921.7 38754.8 -15555.2 -61387.3 -23160.6
internal_weight=0 864386 156787 63407 59086 4321 6414 5621 5052 3544 1508 1338 629 709 1082 569 245 3874 3474 632 588 561 530 400 354 278 76 224 98 169
internal_count=4318164 864386 156787 63407 59086 4321 6414 5621 5052 3544 1508 1338 629 709 1082 569 245 3874 3474 632 588 561 530 400 354 278 76 224 98 169
is_linear=0
shrinkage=0.1


Tree=2330
num_leaves=31
num_cat=0
split_feature=3 4 5 0 0 0 3 1 0 1 0 0 2 5 4 2 0 0 0 5 0 1 5 3 1 1 1 5 3 2
split_gain=1.09921e+12 1.13531e+13 3.02798e+13 2.973e+13 2.96541e+13 4.55055e+13 5.00391e+13 3.79401e+13 3.58867e+13 2.84497e+13 3.27708e+13 2.77352e+13 4.13255e+13 2.70063e+13 3.1442e+13 3.14115e+13 2.66892e+13 2.62897e+13 5.27231e+13 4.10739e+13 3.74504e+13 4.06625e+13 3.75521e+13 6.31919e+13 4.53144e+13 4.95687e+13 4.33593e+13 4.33223e+13 3.87099e+13 3.7161e+13
threshold=22.500000000000004 2.5000000000000004 84.030000000000015 43.592450450000008 55.899899800000007 56.791364150000007 25.500000000000004 60.695889550000011 56.758269450000007 60.58031445000001 56.782419000000012 44.580511600000001 10.500000000000002 63.005000000000003 1.5000000000000002 4.5000000000000009 59.990816400000007 47.228519500000004 54.725565150000001 90.015000000000015 45.053747000000008 38.975980350000007 65.905000000000015 23.500000000000004 39.011252750000004 38.911476500000006 38.984911950000004 64.805000000000021 23.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 -3 -4 6 8 9 -6 -8 -11 12 -5 -2 15 -15 -17 20 19 -19 22 -22 23 27 25 28 -25 -16 -24 -27
right_child=1 2 4 11 5 -7 7 -9 -10 10 -12 -13 -14 14 17 16 -18 18 -20 -21 21 -23 24 26 -26 29 -28 -29 -30 -31
leaf_value=-15.401311517292545 286.20101434228707 -97725.201454741386 1516.6963411506599 172128.96422526042 -17305.752203957705 -1705.8347957601895 44407.279025436765 154565.58348214286 -57496.151923769998 -77399.327812499992 45325.360139973956 3460.8277705138858 -15451.774473505437 -16939.698349540926 -142902.15020089288 10926.211415923815 83392.159555288468 -17631.001499227215 -2936.9327381448102 80755.748355741278 29953.955781399476 3485.2402125582798 89794.666974555119 52360.891412833567 11968.6677418242 -29433.442265874182 -26999.843755300419 -27103.739373372398 -48774.144321986612 43213.919828023543
leaf_weight=3950085 261075 29 20028 24 1877 9547 127 21 252 55 36 33063 23 428 70 2247 52 3212 30244 43 833 1914 72 89 1426 823 304 60 28 77
leaf_count=3950085 261075 29 20028 24 1877 9547 127 21 252 55 36 33063 23 428 70 2247 52 3212 30244 43 833 1914 72 89 1426 823 304 60 28 77
internal_value=0 165.281 1363.61 3481.31 -833.384 -4783.65 -17192.4 26193.9 -22062.9 13827.9 -28848.9 3569.95 80334.1 -92.1123 -2448.11 7934.51 12565.3 -3170.48 -4238.42 -16331.3 3110.22 11511.6 -4715.7 -29019.5 523.747 -15796.7 -9027.57 -89456.7 50995.4 -23218.1
internal_weight=0 368079 65082 33139 31943 11915 2368 239 2129 218 91 33110 47 302997 41922 2727 2299 39195 33499 3255 5696 2747 2949 523 2426 1000 393 130 100 900
internal_count=4318164 368079 65082 33139 31943 11915 2368 239 2129 218 91 33110 47 302997 41922 2727 2299 39195 33499 3255 5696 2747 2949 523 2426 1000 393 130 100 900
is_linear=0
shrinkage=0.1


Tree=2331
num_leaves=31
num_cat=0
split_feature=0 3 3 0 6 5 4 1 1 6 1 1 1 5 5 2 5 0 5 3 3 0 4 5 5 0 0 0 5 5
split_gain=9.91881e+11 8.04394e+12 3.47706e+13 4.40624e+13 1.11507e+14 5.49018e+13 4.69917e+13 4.59916e+13 5.21448e+13 3.51392e+13 1.78853e+14 9.16035e+13 9.12113e+13 9.06864e+13 8.43954e+13 7.45546e+13 7.05974e+13 6.2672e+13 5.55472e+13 5.41226e+13 4.74793e+13 7.26681e+13 4.87094e+13 1.24476e+14 6.68817e+13 4.68409e+13 5.39436e+13 7.51341e+13 7.1342e+13 1.24237e+14
threshold=56.819808050000006 16.500000000000004 14.500000000000002 56.838612000000005 1.5000000000000002 40.405000000000008 2.5000000000000004 60.611165000000007 60.628582700000003 1.5000000000000002 30.315880100000005 30.305955500000003 30.323743050000001 38.905000000000008 102.01000000000001 3.5000000000000004 85.020000000000024 60.693675950000006 69.015000000000015 15.500000000000002 15.500000000000002 59.963407450000012 2.5000000000000004 78.710000000000022 64.805000000000021 60.063729500000008 59.820733200000006 59.834458500000004 81.910000000000011 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8 -9 10 11 14 15 -13 16 18 -5 -14 -12 -15 21 -17 24 -24 -23 26 -11 -28 -29 -30
right_child=1 -3 3 9 6 -7 7 8 -10 25 12 13 17 19 -16 20 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-23.77390035444088 170.57516378009191 613.8022703450722 -953.72925809807737 -11881.416347087867 8908.687424668824 57994.616366502712 -39347.888646690531 72433.534639839505 -15862.99167450574 -3515.2129548451394 55254.819952428275 -11856.344526617766 -4389.449865640875 -24538.411232354007 165742.69711538462 -42976.772183904293 -97668.31840747071 28833.597487170075 183605.55615699408 -78180.629664045453 56446.170188592077 37647.656654002574 192638.45384615386 -49258.8620171441 -98420.810548909518 -20441.053463710352 34771.215789468231 4.5706017683105093 61510.078447793006 4577.0408689261731
leaf_weight=3465455 563274 222323 218 2356 1531 574 511 92 245 21269 171 531 20468 259 26 239 100 584 42 687 186 146 52 36 48 1185 766 12914 537 1339
leaf_count=3465455 563274 222323 218 2356 1531 574 511 92 245 21269 171 531 20468 259 26 239 100 584 42 687 186 146 52 36 48 1185 766 12914 537 1339
internal_value=0 96.6184 -85.7808 -2237.39 9268.65 41768.9 -1551.12 -20435.5 8241.7 -2808 -5646.22 -25211.3 -2120.91 -44929.8 -13477.1 28699.8 -15374.4 -3467.81 80563.4 -63494.2 13074.7 -2409.23 31972.5 93680.5 3981.23 -871.728 -242.002 4233.31 2651.7 20874
internal_weight=0 852709 630386 67112 3171 792 2379 848 337 63941 25931 3959 21972 1477 2482 920 2456 21052 213 946 707 521 282 88 194 38010 36825 15556 14790 1876
internal_count=4318164 852709 630386 67112 3171 792 2379 848 337 63941 25931 3959 21972 1477 2482 920 2456 21052 213 946 707 521 282 88 194 38010 36825 15556 14790 1876
is_linear=0
shrinkage=0.1


Tree=2332
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 3 3 2 6 5 5 6 1 4 1 3 1 5 4 3 2 5 4 3 2 1 5 5 1
split_gain=1.39223e+12 1.23743e+13 9.74341e+13 9.49479e+13 9.42448e+13 8.96544e+13 9.6868e+13 1.52892e+14 8.62515e+13 1.04289e+14 7.09931e+13 1.64223e+14 2.43742e+14 1.28236e+14 1.12581e+14 9.62033e+13 9.43675e+13 8.99734e+13 7.74346e+13 7.61742e+13 8.52697e+13 1.21435e+14 8.08663e+13 7.64327e+13 7.00925e+13 6.93998e+13 6.8172e+13 5.73709e+13 5.549e+13 5.74811e+13
threshold=59.963407450000012 30.332994000000003 59.982527000000012 30.468306550000005 30.502469200000004 59.982527000000012 14.500000000000002 17.500000000000004 7.5000000000000009 1.5000000000000002 63.005000000000003 53.005000000000003 1.5000000000000002 30.323743050000001 2.5000000000000004 30.278357500000002 7.5000000000000009 30.315880100000005 45.305000000000007 1.5000000000000002 10.500000000000002 3.5000000000000004 68.00500000000001 2.5000000000000004 8.5000000000000018 3.5000000000000004 30.315880100000005 80.815000000000012 71.00500000000001 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 8 27 6 10 -8 -3 -10 11 13 17 -2 -14 16 -12 -13 -15 -17 24 23 26 -22 -21 -9 -23 -5 -26 -30
right_child=1 2 -4 4 -6 -7 7 25 9 -11 15 12 14 18 -16 19 -18 -19 -20 20 21 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=13.081620247439673 -2593.6816177755959 -18656.186925019629 -0.70982307770188691 69486.084733072916 9291.9585134787212 -192.44376116232033 74831.381793360095 -128042.67729492189 12131.223945410708 -19753.356477443609 204540.50383928572 134212.39390368853 165464.16836198675 3090.0877488659276 -38380.656338205641 -155940.41944444444 28726.46569814004 5307.7467485736524 205035.28964445155 -12823.608053865462 -23275.09260833521 157358.2049189815 -69996.301675474882 85665.963769327805 -37108.706675258902 6033.4039159083113 -19066.871470905171 234484.91006944445 60413.728700086802 -87735.725048828128
leaf_weight=4100519 1810 6892 121169 96 577 78702 539 49 2573 1706 35 61 215 31 31 36 239 482 49 662 139 27 561 120 86 182 116 27 405 28
leaf_count=4100519 1810 6892 121169 96 577 78702 539 49 2573 1706 35 61 215 31 31 36 239 482 49 662 139 27 561 120 86 182 116 27 405 28
internal_value=0 -246.463 -847.766 -9493.79 26233.2 699.077 12585.3 45659.9 -11732.5 -580.88 7623.8 18879.5 57199.3 2882.52 139776 -4663.92 51184.5 19788.7 126782 -11683.4 -9261.17 -31346.1 -52885 27199.5 8747.15 -22407 14244.2 105705 36261.3 50833.6
internal_weight=0 217645 133040 11871 700 84605 5903 770 11171 4279 5133 2679 789 1890 246 2454 274 543 80 2180 2144 963 704 259 1181 231 143 123 519 433
internal_count=4318164 217645 133040 11871 700 84605 5903 770 11171 4279 5133 2679 789 1890 246 2454 274 543 80 2180 2144 963 704 259 1181 231 143 123 519 433
is_linear=0
shrinkage=0.1


Tree=2333
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 5 4 3 3 5 6 3 3 3 0 6 3 3 5 1 5 2 5 5 5 5 0 3 3
split_gain=1.24784e+12 1.40155e+13 2.88053e+13 2.39344e+13 2.3858e+13 1.91308e+14 5.3841e+13 2.84208e+13 3.3499e+13 2.87809e+13 3.19045e+13 2.94807e+13 5.70296e+13 4.31437e+13 3.05529e+13 2.78487e+13 1.12341e+14 2.44376e+14 1.18442e+14 7.85357e+13 5.45103e+13 5.11847e+13 3.77703e+13 3.55313e+13 4.61065e+13 3.2259e+13 8.72859e+13 2.86344e+13 2.26246e+14 1.06963e+14
threshold=30.305955500000003 30.259484550000003 59.755965500000009 4.5000000000000009 60.052595500000002 60.042666650000008 41.995000000000012 3.5000000000000004 24.500000000000004 5.5000000000000009 110.05000000000001 1.5000000000000002 13.500000000000002 12.500000000000002 14.500000000000002 60.017447350000005 1.5000000000000002 19.500000000000004 6.5000000000000009 58.995000000000012 30.278357500000002 78.010000000000005 8.5000000000000018 65.50500000000001 59.245000000000012 75.015000000000015 84.030000000000015 59.846652800000008 23.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 15 -7 9 -9 -6 11 12 -11 -13 -14 27 -17 18 25 -19 21 -20 -21 24 -22 -18 -27 28 29 -5
right_child=-2 2 3 4 7 6 -8 8 -10 10 -12 13 14 -15 -16 16 17 19 20 22 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=182.52762339317556 10.982784106844885 -53884.548744158878 7696.5009336175081 11007.6676919085 -58576.500159333882 -44165.7203852983 -128643.81199274956 154321.66796875 785.41529947916672 -20320.719951466319 -122684.72695312501 44109.911711154185 29314.191587066653 -4657.760209571511 3014.9494014669481 -47436.782353483817 56922.73323423673 75190.664573650123 22470.890563774705 108248.789609375 -6377.3988972845691 187355.39281250001 272857.72782141645 -36429.187332589288 98584.063867187506 315980.10437500005 49672.463769531256 -5078.2065651535486 -117591.84677092839 141345.70551382212
leaf_weight=138955 4145141 107 2406 2010 76 165 139 27 30 995 20 409 512 326 3219 307 113 79 321 20 598 20 46 420 45 20 32 21404 137 65
leaf_count=138955 4145141 107 2406 2010 76 165 139 27 30 995 20 409 512 326 3219 307 113 79 321 20 598 20 46 420 45 20 32 21404 137 65
internal_value=0 -263.116 -2080.79 -1917.57 -2650.62 -3929.79 -82792.2 3260.09 73513.1 2539.48 3386.92 3848.64 951.094 22479.6 6623.96 -2994.65 8271.84 18250 6771.19 142459 -2647.72 32141.5 222976 -13807.8 968.271 86917.5 152098 -3958.8 6872.88 15090.5
internal_weight=0 173023 34068 33961 31555 25941 304 5614 57 5557 5481 5461 4726 735 3731 25637 2021 1714 1569 145 1404 341 66 1063 643 165 52 23616 2212 2075
internal_count=4318164 173023 34068 33961 31555 25941 304 5614 57 5557 5481 5461 4726 735 3731 25637 2021 1714 1569 145 1404 341 66 1063 643 165 52 23616 2212 2075
is_linear=0
shrinkage=0.1


Tree=2334
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 1 5 4 1 0 5 5 1 5 1 1 2 2 5 5 0 5 0 1 0 1 1 6 1
split_gain=1.199e+12 1.10223e+13 3.47725e+13 3.3734e+13 4.53097e+13 4.88455e+13 4.70943e+13 3.49802e+13 3.86519e+13 3.03496e+13 5.98942e+13 5.07245e+13 3.44706e+13 2.95974e+13 2.70228e+13 2.43443e+13 2.37071e+13 2.32928e+13 2.28493e+13 4.41322e+13 3.10888e+13 2.67012e+13 4.38716e+13 2.66432e+13 2.50319e+13 3.41098e+13 2.49458e+13 1.33467e+14 1.09789e+14 5.30715e+13
threshold=18.500000000000004 17.500000000000004 82.961358250000018 82.871296800000025 54.986619450000006 54.945614000000006 82.958618050000013 71.00500000000001 2.5000000000000004 82.933113850000026 55.050600750000008 89.00500000000001 105.35000000000001 82.907204800000002 41.005000000000003 82.95335685000002 83.026705000000007 15.500000000000002 5.5000000000000009 118.33500000000002 142.05000000000004 45.013473000000012 150.04500000000004 45.029420750000007 82.837870700000011 54.970187400000007 30.278357500000002 30.259484550000003 1.5000000000000002 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 5 6 -5 13 -9 10 12 -12 -10 -6 16 -15 -4 -11 19 26 -21 22 -20 -23 -25 -26 27 28 -3 -28
right_child=-2 2 14 4 7 -7 -8 8 9 17 11 -13 -14 15 -16 -17 -18 -19 21 20 -22 23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-10.281015494789008 -131.09274627126547 -30981.802400193726 12082.667355142232 6756.6434509301371 26509.045272812953 -5175.1490389092733 57283.504148512628 60790.39381975447 50895.702055027177 -19836.654369549418 59712.765055338539 -103906.53453125001 161142.09855182929 1443.7617554022165 -3549.034728437382 53937.529354628699 -3665.1455722741916 65093.127420204568 -6811.6540348799945 -65638.503455327183 26899.82330729167 14303.928140611315 123386.32415865385 771.2397485689313 57639.333203125003 -48138.696117305284 26177.081524276065 -137192.14952725498 34567.355119603213 4020.9444521179157
leaf_weight=3597421 600644 553 2267 635 860 3009 260 336 92 215 36 40 41 1765 22700 93 1653 38 5638 149 48 1463 26 55974 36 199 1142 77 475 20279
leaf_count=3597421 600644 553 2267 635 860 3009 260 336 92 215 36 40 41 1765 22700 93 1653 38 5638 149 48 1463 26 55974 36 199 1142 77 475 20279
internal_value=0 21.1808 963.582 1871.6 8341.14 925.245 21434.8 16575.4 34983.5 16214.9 44414.5 -26402.7 84881.4 11170.8 -2225.03 4071.28 5442.07 -7080.4 1313.8 4034.18 -43091.1 337.807 -6213.99 981.264 634.503 -31934.4 4446.32 -10205.6 -694.011 5202.14
internal_weight=0 3.71752e+06 120099 93479 7420 3904 895 3516 798 462 209 76 133 2718 26620 1858 3920 253 86059 22723 197 63336 5664 57672 56209 235 22526 1105 1028 21421
internal_count=4318164 3717520 120099 93479 7420 3904 895 3516 798 462 209 76 133 2718 26620 1858 3920 253 86059 22723 197 63336 5664 57672 56209 235 22526 1105 1028 21421
is_linear=0
shrinkage=0.1


Tree=2335
num_leaves=31
num_cat=0
split_feature=0 5 0 5 1 4 3 1 1 2 6 1 3 5 1 0 5 5 0 2 3 1 3 1 5 0 0 5 3 5
split_gain=1.09524e+12 2.00317e+13 3.25275e+13 5.34646e+13 3.09349e+13 2.88702e+13 5.75207e+13 8.86213e+13 3.14293e+13 7.46091e+13 4.2744e+13 4.45668e+13 3.62745e+13 3.91241e+13 3.90356e+13 3.0585e+13 2.79793e+13 2.99023e+13 5.28179e+13 2.64484e+13 4.56803e+13 4.46568e+13 3.20412e+13 5.75813e+13 8.3626e+13 7.78782e+13 6.7887e+13 5.95051e+13 5.93434e+13 7.88117e+13
threshold=59.896318000000008 46.010000000000012 59.963407450000012 34.920000000000009 30.305955500000003 1.5000000000000002 10.500000000000002 30.259484550000003 30.278357500000002 2.5000000000000004 1.5000000000000002 30.243224600000001 5.5000000000000009 42.005000000000003 30.259484550000003 59.950068600000009 41.995000000000012 44.005000000000003 59.950068600000009 8.5000000000000018 24.500000000000004 30.207352000000004 5.5000000000000009 30.388336800000001 76.00500000000001 59.932719750000011 59.904813200000007 73.995000000000019 10.500000000000002 80.815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 10 -10 -5 -12 -13 -14 -15 -7 -11 18 -18 20 22 -22 -3 24 25 -24 -26 -27 29 -28
right_child=1 19 -4 4 -6 15 7 -9 9 16 11 12 13 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 26 27 28 -29 -30 -31
leaf_value=-14.293332384092654 -1286.4257366593774 681.18196627700218 103.90026731274155 905.57619853981669 4548.5595734595463 8335.8108601844215 15112.926762516881 -47174.205590269623 -13996.062434895835 54522.322419921882 2560.6307664374344 -31237.525781250002 80259.369685099518 97242.148052856443 -7304.3202124999998 -31192.574202654443 110017.1380349864 66602.516772460935 301416.06845238101 1406.1073172142969 71181.946460865161 6249.109310979411 -19892.877983889332 518.97256594992791 -27926.079339749238 -4777.1904244330644 29385.267253314771 -24201.624439498686 -4292.7053965246378 3683.1030668847593
leaf_weight=3996272 15375 37365 106298 461 21687 929 1617 266 93 100 238 46 358 50 125 248 46 48 21 49448 108 5487 4583 31203 775 27784 1443 1672 7131 6887
leaf_count=3996272 15375 37365 106298 461 21687 929 1617 266 93 100 238 46 358 50 125 248 46 48 21 49448 108 5487 4583 31203 775 27784 1443 1672 7131 6887
internal_value=0 177.451 1032.51 3399.19 6134.96 13540.1 18131.8 6314 32162.6 60837.8 25251.9 38989.5 53963.7 61316.9 22566.1 6.97526 93207.8 126847 170008 -550.347 -1327.78 7502.5 -1743.5 -2855.44 -4949.76 -7766.49 955.56 -5879.77 2403.28 8135.47
internal_weight=0 321892 148006 41708 26333 4646 3469 1883 1586 308 1278 817 579 533 175 1177 215 115 67 173886 124438 5595 118843 81478 50275 34039 16236 29456 15461 8330
internal_count=4318164 321892 148006 41708 26333 4646 3469 1883 1586 308 1278 817 579 533 175 1177 215 115 67 173886 124438 5595 118843 81478 50275 34039 16236 29456 15461 8330
is_linear=0
shrinkage=0.1


Tree=2336
num_leaves=31
num_cat=0
split_feature=3 1 1 3 5 5 5 5 0 0 3 1 1 0 5 5 0 0 3 4 1 0 1 0 3 3 6 2 5 5
split_gain=1.17601e+12 1.01394e+13 1.54658e+13 1.1792e+13 5.57151e+13 2.80959e+13 2.50681e+13 1.68664e+13 1.16549e+13 1.09921e+13 1.0697e+13 1.02134e+13 2.62696e+13 7.14862e+13 3.4407e+13 6.52449e+13 3.54463e+13 8.51222e+13 3.40579e+13 3.33301e+13 3.32027e+13 5.07881e+13 3.43254e+13 3.21238e+13 3.0149e+13 4.06615e+13 5.0576e+13 8.30457e+13 2.998e+13 5.2525e+13
threshold=18.500000000000004 103.85249100000001 92.896330950000007 21.500000000000004 97.050000000000011 81.910000000000011 82.00500000000001 64.020000000000024 61.785186750000001 56.093493200000005 19.500000000000004 37.832345550000007 37.726745000000001 55.924336300000007 41.995000000000012 37.505000000000003 55.619594000000006 55.664473600000008 24.500000000000004 1.0000000180025095e-35 37.66934650000001 55.576287050000012 37.712318250000003 55.727011600000004 30.500000000000004 29.500000000000004 1.5000000000000002 15.500000000000002 38.210000000000008 39.025000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 9 -7 -5 11 10 -4 12 20 14 15 16 -14 -18 -15 -16 -2 22 -22 -19 25 28 -27 -28 -23 -30
right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 -13 13 18 19 -17 17 23 -20 -21 21 24 -24 -25 -26 26 27 -29 29 -31
leaf_value=20.976713309859392 303.96526612738012 -14087.625714205229 14584.228098469548 10764.033811280819 125197.90366319445 -136425.89999999999 -5405.9523315429688 -8243.4469212690801 64363.182648577007 -30725.662454288566 50858.278164115007 -532.08594532339737 -7335.9257785569489 -20982.727439371745 130181.62343750001 -10293.838667166039 41026.779831238542 -10523.466668496871 -110587.38698601974 6996.5376350798751 43971.093347858936 3448.9809934569676 -50266.004057173297 14469.456669524845 11642.635539440265 -91204.24902143635 -55138.574609375006 181831.25152529764 -47788.928599276871 -7046.5423182899849
leaf_weight=3717520 233642 520 646 1123 45 23 40 799 28 47 93 326591 1106 96 22 3904 818 956 76 13595 318 2733 44 1113 972 122 50 21 326 10775
leaf_count=3717520 233642 520 646 1123 45 23 40 799 28 47 93 326591 1106 96 22 3904 818 956 76 13595 318 2733 44 1113 972 122 50 21 326 10775
internal_value=0 -129.83 -117.735 7275.74 16764 11016.6 -53238.6 2862.38 -152.592 16166.8 19149.2 -155.616 298.601 3636.74 4150.1 -1101.27 7886.41 13718 -60575.5 7195.56 7.87857 -4495.62 32516.9 2921.25 -5388.92 -6569.12 -52152.3 14951.1 -5933.18 -8243.01
internal_weight=0 600644 600124 2816 894 849 63 1922 597308 786 739 597280 270689 21686 21514 7897 3993 2887 172 13617 249003 15361 362 2069 14999 14027 193 71 13834 11101
internal_count=4318164 600644 600124 2816 894 849 63 1922 597308 786 739 597280 270689 21686 21514 7897 3993 2887 172 13617 249003 15361 362 2069 14999 14027 193 71 13834 11101
is_linear=0
shrinkage=0.1


Tree=2337
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 3 3 6 3 2 5 5 5 1 1 2 1 3 4 3 2 5 1 4 3 2 3 3 4
split_gain=1.15022e+12 1.14889e+13 7.76458e+13 7.64616e+13 7.63703e+13 7.4922e+13 7.89001e+13 1.23193e+14 7.02542e+13 9.38426e+13 7.77665e+13 6.41084e+13 5.78571e+13 1.39442e+14 9.05638e+13 8.06812e+13 7.98557e+13 7.91373e+13 7.52035e+13 6.1497e+13 6.7295e+13 9.9032e+13 6.72351e+13 7.16222e+13 6.17849e+13 5.65639e+13 5.51049e+13 5.39985e+13 8.05084e+13 5.20856e+13
threshold=59.963407450000012 30.332994000000003 59.982527000000012 30.468306550000005 30.502469200000004 59.982527000000012 14.500000000000002 17.500000000000004 1.5000000000000002 8.5000000000000018 7.5000000000000009 46.810000000000009 63.005000000000003 58.995000000000012 30.305955500000003 30.323743050000001 7.5000000000000009 30.278357500000002 7.5000000000000009 1.5000000000000002 10.500000000000002 3.5000000000000004 72.010000000000005 30.315880100000005 2.5000000000000004 8.5000000000000018 3.5000000000000004 6.5000000000000009 8.5000000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 8 -5 6 12 29 9 -3 -11 -10 13 15 16 -2 -15 18 -14 -19 25 24 23 -23 -22 -21 -9 -17 -29 -8
right_child=1 2 -4 4 -6 -7 7 26 11 10 -12 -13 17 14 -16 27 -18 19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=11.890383017053432 4985.1659778801077 -185332.56339285715 -47.248055274810675 95079.118808752552 8288.8900833896787 -127.92090420927869 42558.325216889461 -113826.17142857144 -8023.1872623611698 -12563.721087755974 11015.926028946511 -29611.421478172255 183537.06294642857 106496.47692725027 33724.391303084936 -41073.183691406251 314158.08636363636 -140000.53524305555 26587.099205802377 -11587.31239895086 -20338.266617018886 122705.94305057012 -70282.040556877764 -27973.086488755842 77609.189479166671 32506.947733772879 5646.1517588856459 247888.01250000001 28038.305279737906 106195.55819483344
leaf_weight=4100519 2258 28 121169 123 577 78702 327 49 2814 3066 2572 2691 35 117 195 20 22 36 239 662 139 37 453 214 120 519 182 36 31 212
leaf_count=4100519 2258 28 121169 123 577 78702 327 49 2814 3066 2572 2691 35 117 195 20 22 36 239 662 139 37 453 214 120 519 182 36 31 212
internal_value=0 -224.02 -803.412 -8521.68 23539.2 687.065 11552.9 41402.8 -10530.7 -2713.86 -1806.92 -18576.1 7075.13 17236.3 77688.1 8626.1 139364 -4017.69 46635.5 -10384.2 -8207.79 -27827.4 -47278.2 -5761.44 25042.8 7790.27 -19696.5 103123 146167 67588.2
internal_weight=0 217645 133040 11871 700 84605 5903 770 11171 5666 5638 5505 5133 2679 334 2345 139 2454 274 2180 2144 963 704 251 259 1181 231 87 67 539
internal_count=4318164 217645 133040 11871 700 84605 5903 770 11171 5666 5638 5505 5133 2679 334 2345 139 2454 274 2180 2144 963 704 251 259 1181 231 87 67 539
is_linear=0
shrinkage=0.1


Tree=2338
num_leaves=31
num_cat=0
split_feature=1 3 5 0 1 3 1 5 0 2 4 5 4 4 6 0 0 1 5 2 5 0 4 0 0 0 3 5 1 0
split_gain=1.19813e+12 1.24834e+13 2.57504e+13 3.08369e+13 4.18376e+13 6.18428e+13 6.21513e+13 5.21901e+13 5.26138e+13 3.63532e+13 3.59271e+13 2.71401e+13 2.56532e+13 1.98809e+13 3.26492e+13 1.31857e+14 1.04002e+14 9.14381e+13 1.00827e+14 5.52277e+13 4.88388e+13 4.19293e+13 4.11893e+13 3.88605e+13 3.89233e+13 4.6247e+13 7.85526e+13 4.31477e+13 5.56479e+13 4.19801e+13
threshold=30.305955500000003 11.500000000000002 39.805000000000007 59.916647550000008 30.243224600000001 10.500000000000002 30.259484550000003 32.615000000000009 59.963407450000012 6.5000000000000009 1.5000000000000002 33.395000000000003 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 59.755965500000009 59.846652800000008 30.278357500000002 80.815000000000012 7.5000000000000009 103.45000000000002 54.736324100000012 3.5000000000000004 54.708501450000007 59.932719750000011 59.916647550000008 9.5000000000000018 72.705000000000013 30.259484550000003 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 9 -6 10 -7 11 -9 -13 -4 15 20 -17 19 -19 -18 -15 22 -22 -16 25 29 27 -27 -29 -25
right_child=-2 -3 13 4 5 6 -8 8 -10 -11 -12 12 -14 14 23 16 17 18 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=977.67928611593277 10.761812531423786 -1105.8276084612648 -1633.8893111127015 1189.4106226619379 -480.07314623125626 42695.879452843976 -15261.715274277554 126167.68288314494 6130.6716118442309 114636.30002200704 -13796.525447944974 -37107.790176930146 52325.357174639488 -14745.511534670686 -24275.216238457389 93838.00815424358 518.42558563830812 238423.21692708335 51456.754948272042 58353.384073975845 47690.261918168166 -89015.925935132589 -13164.80885221744 4045.3068414905974 -4805.6466134749562 57678.45851892879 123420.4675575658 71896.039995449028 -8347.2084499678804 -24542.610348930502
leaf_weight=12825 4145141 86654 42693 3142 1516 139 93 47 680 142 92 34 566 1617 621 229 1020 33 229 197 333 33 167 11355 7111 201 76 103 537 538
leaf_count=12825 4145141 86654 42693 3142 1516 139 93 47 680 142 92 34 566 1617 621 229 1020 33 229 197 333 33 167 11355 7111 201 76 103 537 538
internal_value=0 -257.823 592.981 3814.37 9453.89 17301.3 55598.2 12421.2 26204.3 79050.1 44675.4 52989.8 47257.5 -332.532 1944.47 10385.2 31127 21417.2 75006 9880.37 -6092.41 20159.1 27364.7 359.207 1127.14 4420.51 26059.1 17260.7 4566.94 2752.08
internal_weight=0 173023 86369 19276 6451 3309 374 2935 1419 281 739 647 600 67093 24400 3858 1708 1479 262 1217 2150 533 500 20542 19921 12810 917 841 640 11893
internal_count=4318164 173023 86369 19276 6451 3309 374 2935 1419 281 739 647 600 67093 24400 3858 1708 1479 262 1217 2150 533 500 20542 19921 12810 917 841 640 11893
is_linear=0
shrinkage=0.1


Tree=2339
num_leaves=31
num_cat=0
split_feature=5 1 0 0 5 0 3 5 3 3 3 0 0 3 0 6 2 1 5 5 5 3 1 2 2 3 2 4 5 0
split_gain=1.16715e+12 8.58121e+12 4.52877e+13 5.55176e+13 5.28593e+13 5.01747e+13 4.8057e+13 4.60709e+13 4.39572e+13 4.04291e+13 3.98513e+13 4.40469e+13 3.93025e+13 3.74206e+13 5.41008e+13 3.64869e+13 4.12118e+13 3.22351e+13 3.97275e+13 2.65552e+13 4.15786e+13 3.43441e+13 6.03784e+13 4.97232e+13 2.91365e+13 2.76743e+13 2.67837e+13 4.2993e+13 3.05358e+13 3.03198e+13
threshold=55.405000000000008 37.971176850000006 53.973051950000006 54.648549400000007 71.00500000000001 51.83362145000001 4.5000000000000009 85.020000000000024 8.5000000000000018 6.5000000000000009 9.5000000000000018 50.973130900000008 44.580511600000001 5.5000000000000009 44.678200800000006 1.5000000000000002 6.5000000000000009 37.792847950000002 70.50500000000001 116.06000000000002 114.05000000000001 15.500000000000002 36.585378200000001 5.5000000000000009 9.5000000000000018 23.500000000000004 6.5000000000000009 5.5000000000000009 177.02500000000003 50.973130900000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -6 9 -7 13 12 17 15 -2 -15 -11 -17 -12 -19 20 25 22 -22 -24 -23 -9 27 28 -21 -28
right_child=1 -3 3 -5 6 8 -8 19 -10 10 11 -13 -14 14 -16 16 -18 18 -20 26 21 24 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-40.614313016106053 -7827.3336887165833 210.15017011608685 2280.4056350999099 -68.302278805368559 -37465.002981032536 -54138.049371995199 35970.723588539739 5863.5211016813655 -12213.552471355666 125877.79477040817 -4449.1463580991385 -24201.823948463236 1648.1540438972925 -72150.432808932659 -16377.651220529771 69293.136462983632 -99659.363103693177 8859.3609920058134 171683.68155570654 -14413.901314622008 -64112.620076171879 209512.41001420456 23321.843803453947 151909.29414062502 42742.779731445313 -52942.149358603398 11903.916406975904 103178.87984913794 -69380.782524284426 -53713.136728896112
leaf_weight=2681621 7560 1174608 1625 414066 97 325 1096 6665 1085 49 14055 1184 10622 219 845 42 22 43 23 957 50 22 95 44 20 81 824 29 113 77
leaf_count=2681621 7560 1174608 1625 414066 97 325 1096 6665 1085 49 14055 1184 10622 219 845 42 22 43 23 957 50 22 95 44 20 81 824 29 113 77
internal_value=0 66.5502 -298.596 26.8991 14015.4 -3310.6 29999.8 -2710.73 -21877 -4364.19 -2398.83 -5675.14 2272.24 -10298.6 -27857.2 60936.4 11215.7 -4121.74 65601.2 3673.96 6585.94 48303.4 30126.7 64025.8 130098 5157.43 -6484.51 -16962.6 -20218.8 6296.24
internal_weight=0 1.63654e+06 461935 416884 2818 45051 1193 43641 1410 34664 26040 15305 10735 8624 1064 113 64 14121 66 8977 6977 231 189 139 42 6746 2000 1099 1070 901
internal_count=4318164 1636543 461935 416884 2818 45051 1193 43641 1410 34664 26040 15305 10735 8624 1064 113 64 14121 66 8977 6977 231 189 139 42 6746 2000 1099 1070 901
is_linear=0
shrinkage=0.1


Tree=2340
num_leaves=31
num_cat=0
split_feature=5 1 5 1 3 0 1 5 1 1 3 5 4 3 0 0 2 5 0 1 2 5 0 3 1 3 2 0 2 5
split_gain=1.1762e+12 8.28726e+12 1.8163e+13 4.34087e+13 6.46347e+13 6.62497e+13 5.9416e+13 3.48845e+13 3.7709e+13 2.63347e+13 5.95948e+13 6.91286e+13 5.00484e+13 4.38785e+13 7.27823e+13 5.37962e+13 3.73043e+13 3.71817e+13 7.31596e+13 5.17298e+13 5.57999e+13 5.08282e+13 5.28865e+13 3.47607e+13 3.45213e+13 3.12708e+13 2.84733e+13 2.82297e+13 2.3657e+13 2.38999e+13
threshold=89.00500000000001 82.911991800000024 103.45000000000002 82.957885500000017 5.5000000000000009 55.025681450000008 82.940215400000014 109.05000000000001 82.991167100000027 82.945329900000004 14.500000000000002 92.035000000000011 3.5000000000000004 14.500000000000002 55.020029900000004 55.043101600000007 4.5000000000000009 101.05000000000001 55.020029900000004 82.926290250000008 5.5000000000000009 93.00500000000001 55.017766000000002 12.500000000000002 82.91993380000001 9.5000000000000018 13.500000000000002 55.030402950000003 12.500000000000002 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -4 10 11 23 26 14 -11 -15 -16 19 -19 -13 21 -21 25 -6 -20 -23 28 -22 -12 -30
right_child=1 2 7 -5 9 -7 -8 -9 -10 13 12 17 -14 15 16 -17 -18 18 24 20 27 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=12.112068806645439 -463.56232653827328 146630.56792306082 -20572.766144936468 496.68658113172842 -23315.408189311784 -54009.446652582905 -63091.355149147734 1349.1408574361144 1907.9483345260164 -13182.932285991468 -7914.6076561762893 -1932.7330890213816 61536.482795798132 66710.369487623393 193424.65666852682 -20355.132821584306 21546.122452445652 -4622.3571160567435 256498.87719907408 230911.00096571181 -18450.648111185215 256265.31122159094 39018.979149351733 103208.18315480551 108613.0556383635 83495.391835937509 16644.223781043092 60354.626311657477 12765.604717548078 -105041.5569699755
leaf_weight=4097479 191617 35 1690 10010 228 245 22 12183 1336 304 1093 190 129 406 28 86 23 38 27 27 82 22 94 24 38 20 509 102 26 51
leaf_count=4097479 191617 35 1690 10010 228 245 22 12183 1336 304 1093 190 129 406 28 86 23 38 27 27 82 22 94 24 38 20 509 102 26 51
internal_value=0 -224.886 1348.48 3967.09 12992.5 -31418.1 65685.3 -1037.7 -10647.4 16773.7 11947.6 33099 1512.3 32157.9 5362.93 51491.6 115911 50567.6 105603 40011.4 62977.9 105584 80702.4 -11265.5 170043 173994 -3099.45 25234.9 -11688.8 -65262.5
internal_weight=0 220685 29068 13859 3849 302 57 15209 3026 3547 2700 892 1808 847 355 492 51 640 103 537 347 163 136 252 65 42 1679 184 1170 77
internal_count=4318164 220685 29068 13859 3849 302 57 15209 3026 3547 2700 892 1808 847 355 492 51 640 103 537 347 163 136 252 65 42 1679 184 1170 77
is_linear=0
shrinkage=0.1


Tree=2341
num_leaves=31
num_cat=0
split_feature=1 0 0 5 5 1 0 3 5 0 2 4 2 3 3 6 3 3 2 2 5 0 2 0 3 1 5 2 4 5
split_gain=1.15645e+12 1.10935e+13 1.08205e+13 9.85832e+12 1.2504e+13 4.20896e+13 3.9354e+13 8.57526e+13 2.40551e+13 5.00316e+13 4.05375e+13 2.25873e+13 1.42276e+13 1.40412e+13 1.68373e+13 1.78703e+13 1.66702e+13 1.23849e+13 3.38102e+13 1.97983e+13 1.8387e+13 4.36116e+13 1.67983e+13 1.58277e+13 1.57756e+13 2.03629e+13 1.23435e+13 3.34923e+13 6.14737e+13 7.58212e+13
threshold=28.619594500000002 59.609407350000005 60.693675950000006 161.85000000000002 132.05000000000004 20.507360500000004 54.725565150000001 6.5000000000000009 125.85000000000001 54.725565150000001 5.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 8.5000000000000018 1.5000000000000002 4.5000000000000009 12.500000000000002 6.5000000000000009 3.5000000000000004 177.02500000000003 54.920670650000005 8.5000000000000018 54.725565150000001 5.5000000000000009 20.507360500000004 118.33500000000002 3.5000000000000004 3.5000000000000004 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 13 7 -7 26 -10 11 -11 -8 -6 15 -15 -17 18 20 -19 23 24 -21 -5 25 -22 -1 28 29 -28
right_child=-2 2 -4 17 5 6 12 -9 9 10 -12 -13 -14 14 -16 16 -18 19 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=600.09853426217296 -4.807430201177791 -48601.632747395837 25221.671544471155 -23631.323943014708 75244.095781249998 259674.81200000003 -32260.952254971591 41744.249573317313 -114073.18995535714 -97682.268489583337 90901.771428571432 -3008.0926339285716 64792.848709239137 19976.323437500003 13860.475048076923 -120543.81263860888 -30731.531722530242 100971.32925967262 -118642.75366071428 -84237.745833333349 15412.663058035714 143266.85003720238 24875.763590116279 -121212.16598011366 59241.825271739137 -82484.50457848837 192176.89142441863 -3633.6507202602234 -79609.991992187512 29226.037316176473
leaf_weight=35422 4281218 84 26 68 20 25 44 65 56 36 35 84 23 39 130 31 62 21 35 21 42 21 43 22 23 43 43 269 28 85
leaf_count=35422 4281218 84 26 68 20 25 44 65 56 36 35 84 23 39 130 31 62 21 35 21 42 21 43 22 23 43 43 269 28 85
internal_value=0 557.074 -31152.5 651.766 809.431 17584.5 59082.8 102281 605.197 -33060.6 -3791.48 -31410.3 1056.02 -5519.12 -11684.3 -36841.9 -60669 -16322.6 -27379.6 16718.4 -12794.2 11408.2 -10927.1 -47484.4 -14230.9 -34111.8 803.358 17744.2 54607.3 83967.3
internal_weight=0 36946 110 36836 36497 439 157 90 36058 211 155 120 67 282 262 132 93 339 254 85 219 129 64 90 108 85 35847 425 156 128
internal_count=4318164 36946 110 36836 36497 439 157 90 36058 211 155 120 67 282 262 132 93 339 254 85 219 129 64 90 108 85 35847 425 156 128
is_linear=0
shrinkage=0.1


Tree=2342
num_leaves=31
num_cat=0
split_feature=0 5 2 4 3 5 3 5 1 5 1 1 1 1 1 1 5 2 5 1 5 4 3 1 0 3 5 5 5 5
split_gain=1.09599e+12 6.29571e+12 1.05692e+13 2.1348e+13 1.05899e+13 9.5098e+12 6.31766e+12 5.42149e+12 7.63904e+12 4.83969e+12 4.68615e+12 1.75602e+13 3.51626e+13 4.39555e+13 1.38206e+13 3.12348e+13 2.75456e+13 2.7149e+13 2.72985e+13 2.19695e+13 2.12493e+13 1.71768e+13 1.81259e+13 4.0165e+13 3.25682e+13 5.92194e+13 4.94478e+13 2.48552e+13 2.04183e+13 1.63326e+13
threshold=61.785186750000001 125.85000000000001 2.5000000000000004 3.5000000000000004 8.5000000000000018 161.85000000000002 3.5000000000000004 118.33500000000002 50.388877400000005 116.06000000000002 54.845880150000006 57.550671000000001 59.76223980000001 61.880021000000006 52.395917250000004 40.810045900000013 80.00500000000001 1.5000000000000002 61.020000000000003 49.964253350000007 82.00500000000001 3.5000000000000004 8.5000000000000018 34.359746700000009 63.563300600000012 4.5000000000000009 84.030000000000015 83.010000000000005 72.010000000000005 71.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 5 -4 -5 -3 -7 9 -9 10 14 -12 -13 -14 15 17 19 20 -19 -17 -2 22 23 -20 25 -25 28 -26 -27 -16
right_child=1 2 3 4 -6 6 -8 8 -10 -11 11 12 13 -15 29 16 -18 18 21 -21 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=4.1918680925588312 -8209.6813658327628 -63633.979459635419 -20497.563318168828 35148.1884765625 112767.05242919922 50958.220227581529 -23998.250017755683 10960.144312500001 -61857.399595013791 45194.930946416447 -12477.036574603497 18873.150711634964 -31978.991071065266 -954.87112410643954 3061.7608536998541 -50228.425946219308 -114043.31618923611 -96.134171387527175 9146.2501424850398 -8906.4437070141958 -68669.232539062505 -7467.1109055397728 7796.7591207650985 6516.8525916466351 40926.377548275355 150513.36484374999 245388.19052083336 -74827.709970238095 33581.823071289065 24096.889059585574
leaf_weight=4288474 1867 24 41 39 32 23 22 25 34 23 1462 838 480 9401 4781 140 27 6408 438 1589 60 330 884 52 159 28 30 21 32 400
leaf_count=4288474 1867 24 41 39 32 23 22 25 34 23 1462 838 480 9401 4781 140 27 6408 438 1589 60 330 884 52 159 28 30 21 32 400
internal_value=0 -605.48 17987.8 36954.7 70131.3 -12799.1 14312.8 -719.526 -31002.5 -658.857 -694.696 -2196.24 -794.007 -2461.96 365.857 -1489.22 -13817.5 610.73 3071.3 -12252.4 -10092.2 13353.4 17532.7 28857.2 55669 91475.5 140563 27421.7 88149.9 4685.78
internal_weight=0 29690 181 112 71 69 45 29509 59 29450 29427 12181 10719 9881 17246 12065 1756 10309 8382 1729 1927 1974 1644 760 322 142 90 180 60 5181
internal_count=4318164 29690 181 112 71 69 45 29509 59 29450 29427 12181 10719 9881 17246 12065 1756 10309 8382 1729 1927 1974 1644 760 322 142 90 180 60 5181
is_linear=0
shrinkage=0.1


Tree=2343
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 6 1 5 1 1 2 3 5 5 1 5 3 4 2 5 2 1 3 1 3 3 2 5 4
split_gain=1.1572e+12 1.82513e+13 9.75823e+13 7.13368e+13 9.16312e+13 8.50206e+13 5.54443e+13 4.74969e+13 5.51362e+13 5.59146e+13 7.10379e+13 6.73321e+13 5.02832e+13 4.09361e+13 3.92277e+13 3.88821e+13 7.49427e+13 7.36657e+13 6.25698e+13 5.34942e+13 4.9653e+13 4.80463e+13 6.09496e+13 4.40985e+13 4.27857e+13 8.35059e+13 6.7247e+13 3.50483e+13 3.49951e+13 4.2623e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 23.500000000000004 30.434657650000002 30.425002000000003 1.5000000000000002 30.468306550000005 37.005000000000003 30.315880100000005 30.388336800000001 19.500000000000004 20.500000000000004 61.845000000000006 105.35000000000001 30.315880100000005 109.05000000000001 10.500000000000002 2.5000000000000004 3.5000000000000004 101.05000000000001 4.5000000000000009 30.332994000000003 13.500000000000002 30.323743050000001 9.5000000000000018 9.5000000000000018 7.5000000000000009 72.705000000000013 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 15 8 -8 12 14 28 -10 -6 -11 18 17 19 23 -17 -19 22 -21 -3 25 -23 27 -26 -12 -30
right_child=-2 2 -4 4 13 -7 7 -9 9 10 11 -13 -14 -15 -16 16 -18 20 -20 21 -22 24 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.405709303141808 182.40132575269351 -30204.35939194409 -49333.231867140035 -17348.736024744368 -20884.146333984147 99461.435484035334 9761.3036718435997 12168.088910657896 3583.59992700151 -55701.862235498491 -9729.2932039777297 89368.805468750012 -149100.0736505682 -60425.258205671249 37471.254824829106 120.46930634926376 124188.78348214287 5029.9539588416928 -49872.468715466952 168090.53656575523 -105411.7113995808 187936.87434027778 26395.336488970592 19106.264575956895 21277.115301096663 -53561.718452380948 117546.81974760912 -67209.416015625 50817.466380550992 -62483.969353609849
leaf_weight=3980885 321892 268 450 136 1330 115 933 1023 1102 771 1108 61 22 326 48 243 56 5715 304 75 41 45 51 561 161 21 58 62 38 263
leaf_count=3980885 321892 268 450 136 1330 115 933 1023 1102 771 1108 61 22 326 48 243 56 5715 304 75 41 45 51 561 161 21 58 62 38 263
internal_value=0 -14.6921 -3452.11 -2069.87 -20134.2 36169.9 573.93 -7218.13 -11781.4 -17670.5 -26639.7 -13490.3 595.129 -28668.2 -50241.2 6034.78 9002.73 8006.06 -11065.7 38255.5 4243.28 57847.1 110738 3165.07 38641.8 111096 21624 -3324.52 -17943.4 -48180.1
internal_weight=0 3.99627e+06 15387 14937 1907 251 13030 5369 4346 3413 2289 1470 1124 1656 819 7661 6528 6472 1133 716 5756 473 126 829 347 66 281 223 1409 301
internal_count=4318164 3996272 15387 14937 1907 251 13030 5369 4346 3413 2289 1470 1124 1656 819 7661 6528 6472 1133 716 5756 473 126 829 347 66 281 223 1409 301
is_linear=0
shrinkage=0.1


Tree=2344
num_leaves=31
num_cat=0
split_feature=1 1 0 5 5 4 5 3 4 5 5 5 1 0 0 3 5 2 4 0 0 0 5 5 2 0 5 4 0 0
split_gain=1.09345e+12 1.30931e+13 2.32659e+13 2.22395e+13 4.12099e+13 5.71554e+13 5.33642e+13 5.18555e+13 3.82678e+13 3.77245e+13 5.08898e+13 4.74148e+13 4.19352e+13 7.45503e+13 1.13923e+14 4.72244e+13 3.67011e+13 5.20465e+13 3.50948e+13 6.05555e+13 5.43775e+13 3.31947e+13 5.74026e+13 3.25167e+13 4.25256e+13 3.16365e+13 3.15529e+13 2.91893e+13 5.38448e+13 1.87146e+14
threshold=30.305955500000003 30.259484550000003 59.755965500000009 97.050000000000011 116.06000000000002 3.5000000000000004 109.05000000000001 5.5000000000000009 4.5000000000000009 70.00500000000001 70.50500000000001 68.52500000000002 30.278357500000002 59.950068600000009 59.990816400000007 20.500000000000004 118.33500000000002 4.5000000000000009 2.5000000000000004 60.017447350000005 59.982527000000012 60.003414000000006 123.15000000000002 114.05000000000001 3.5000000000000004 60.035045000000004 120.05000000000001 2.5000000000000004 59.963407450000012 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 6 16 -5 8 23 11 -11 -4 13 -13 -15 -14 17 -6 20 -20 -18 26 -23 24 -8 -21 -7 28 -12 -30
right_child=-2 2 3 4 5 21 7 -9 -10 10 27 12 15 14 -16 -17 18 -19 19 25 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=184.42805802631773 10.280933736887775 -48560.093770078856 -1519.8177211974153 6707.7719866214138 -169050.18293138588 -58560.650529785155 -12623.538199013157 73732.500421119898 106117.2079375 -77830.151190128512 -29109.375603498363 -24604.664387175326 -13064.584811390107 174193.04401189633 14615.938889991845 92706.321593750006 -147295.07951882103 -29136.596651785716 28397.44165333208 -170729.61187789353 48287.622767857145 150992.33619791668 -4262.7470170454544 40264.198247327302 -184903.45489130437 -7076.9681175595242 8585.1603547452814 -3498.02847881859 71071.688275701352 -36325.284903874701
leaf_weight=138955 4145141 107 24219 1222 46 80 38 269 25 107 1410 77 271 88 91 50 44 63 166 27 21 42 55 38 23 21 559 4224 264 421
leaf_count=138955 4145141 107 24219 1222 46 80 38 269 25 107 1410 77 271 88 91 50 44 63 166 27 21 42 55 38 23 21 559 4224 264 421
internal_value=0 -246.302 -2003.14 -1856.46 6783.39 -7919.68 17016.4 49070.1 -4431.49 -2614.4 -9442.54 -844.861 27485.8 57673.7 93067.3 3410.63 -38977.3 -88182.7 -19753.7 -207.199 -84106.8 8453.1 62961.1 -32347.8 -77581.5 -99131.6 178.799 -8284.52 -17935.2 5065.67
internal_weight=0 173023 34068 33961 2739 1124 1615 393 124 31222 6426 24796 577 256 179 321 388 109 279 214 65 736 97 99 61 48 639 6319 2095 685
internal_count=4318164 173023 34068 33961 2739 1124 1615 393 124 31222 6426 24796 577 256 179 321 388 109 279 214 65 736 97 99 61 48 639 6319 2095 685
is_linear=0
shrinkage=0.1


Tree=2345
num_leaves=31
num_cat=0
split_feature=1 0 0 5 5 3 4 3 5 4 2 0 2 2 5 3 1 1 0 0 1 1 5 5 5 5 5 0 3 4
split_gain=1.0973e+12 6.65691e+12 6.21991e+13 2.43544e+13 2.37785e+13 2.32603e+13 1.66029e+13 1.64608e+13 2.30489e+13 1.6105e+13 1.45662e+13 1.36461e+13 1.15433e+13 1.10257e+13 1.03931e+13 9.76978e+12 1.02182e+13 9.62327e+12 9.12444e+12 1.59775e+13 1.53232e+13 1.49554e+13 8.2381e+12 1.83414e+13 1.77625e+13 1.14894e+13 8.11235e+12 1.04947e+13 1.06423e+13 7.58368e+12
threshold=83.000022850000008 56.301440000000007 56.501468900000013 112.04500000000002 56.205000000000005 17.500000000000004 2.5000000000000004 11.500000000000002 58.040000000000006 2.5000000000000004 4.5000000000000009 61.785186750000001 4.5000000000000009 9.5000000000000018 79.010000000000005 5.5000000000000009 114.17164950000002 93.043229050000022 56.663136550000011 56.635684300000008 86.192907650000009 103.85249100000001 78.710000000000022 79.730000000000018 66.040000000000006 59.510000000000012 29.050000000000004 56.367862600000002 5.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 18 6 11 8 26 12 -5 -6 -10 29 -15 -13 -17 -9 19 21 -20 -4 24 -24 25 -18 -3 28 -28 -8
right_child=1 2 4 10 5 -7 13 17 9 -11 -12 15 -14 14 -16 16 22 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=18.961517820639958 -193.92459663541493 -14244.271898985746 4854.7122300417168 145338.91355298914 -26126.978624036929 -108628.01383167616 -3582.4655030004542 1238.7491881885117 108881.82435763889 27603.206626867523 30145.87961309524 -20251.280609392976 39068.967703124996 -9545.9167981270039 -90256.60364583334 -30890.261251905493 31134.446907106165 -48607.673726128472 -65943.956387867656 18946.078563448013 1385.6767423046203 -35243.646575212908 -77770.853030303027 29348.584299395166 41928.73160498403 -15609.760317278924 17068.739718198776 27374.475383351382 -4986.9444329107 7799.9126381066735
leaf_weight=3782924 520227 114 574 23 604 22 2954 278 45 559 21 326 50 39 27 82 73 45 34 838 5795 111 33 31 137 188 512 386 382 730
leaf_count=3782924 520227 114 574 23 604 22 2954 278 45 559 21 326 50 39 27 82 73 45 34 838 5795 111 33 31 137 188 512 386 382 730
internal_value=0 -134.015 1941.97 16643.1 -876.191 -6019.35 -5587.24 15275.1 18584.1 34072.4 90360.4 -14579.3 72138.2 -2052.77 -42563.9 -6562.22 1641.14 -5705.8 2793.7 9685.73 992.949 -1642.98 7415.12 -25884.9 12769.9 -2535.71 11317.7 13594.3 7644.5 -1327
internal_weight=0 535240 15013 2415 12598 5246 5224 2371 2048 654 44 1474 95 3750 66 870 544 323 7352 1523 5829 685 462 64 398 261 1394 1280 894 3684
internal_count=4318164 535240 15013 2415 12598 5246 5224 2371 2048 654 44 1474 95 3750 66 870 544 323 7352 1523 5829 685 462 64 398 261 1394 1280 894 3684
is_linear=0
shrinkage=0.1


Tree=2346
num_leaves=31
num_cat=0
split_feature=0 5 5 1 0 1 5 0 5 3 3 5 2 1 1 1 3 4 0 2 5 5 1 3 1 0 3 4 0 5
split_gain=1.08074e+12 1.48175e+13 3.09635e+13 4.07141e+13 2.37098e+13 4.18622e+13 3.58486e+13 3.38161e+13 2.57643e+13 2.53426e+13 6.56826e+13 6.69129e+13 4.07838e+13 2.51713e+13 5.6713e+13 3.46408e+13 3.43061e+13 3.31871e+13 3.32111e+13 3.1782e+13 2.89161e+13 2.41856e+13 4.21402e+13 2.32405e+13 2.30836e+13 2.92535e+13 7.28654e+13 4.58214e+13 3.54422e+13 5.29319e+13
threshold=59.896318000000008 46.010000000000012 45.005000000000003 30.370618100000005 59.963407450000012 30.278357500000002 32.475000000000001 59.916647550000008 32.355000000000011 6.5000000000000009 7.5000000000000009 44.905000000000008 5.5000000000000009 30.323743050000001 30.388336800000001 30.305955500000003 5.5000000000000009 1.5000000000000002 59.950068600000009 2.5000000000000004 33.395000000000003 38.210000000000008 30.346469350000003 23.500000000000004 30.578016350000002 59.939091550000008 17.500000000000004 1.0000000180025095e-35 59.950068600000009 37.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 8 -2 -7 12 11 -11 13 15 16 20 -15 18 19 -17 -8 22 -18 -9 25 -12 28 -28 -27 -30
right_child=1 -3 3 -5 -6 6 9 23 -10 10 24 -13 -14 14 -16 17 21 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-14.198366380892114 -8658.6206948985237 -449.67867473449434 17082.826775269667 706.28542184230082 -199.07978849738299 -3489.8947894722623 123815.2283671875 14720.816179085457 -47044.831373131798 -33367.92025600827 4037.0541503916634 -220086.57611607143 106825.90461371528 47309.668139724497 2266.1504857835225 21189.138048482389 -163954.39368206522 -61058.252504432625 115058.31735174007 -39054.944953918457 12655.412855538125 34536.685730468751 17299.270703124999 -34973.398270670579 23530.000902535408 -25757.93510098767 116494.74921875 8216.8493178791032 -22969.91113486798 20756.279697522252
leaf_weight=3996272 782 173886 2691 3483 101928 8572 25 4779 138 223 17729 21 45 642 997 161 23 141 22 192 366 50 29 96 521 1495 40 1705 582 528
leaf_count=3996272 782 173886 2691 3483 101928 8572 25 4779 138 223 17729 21 45 642 997 161 23 141 22 192 366 50 29 96 521 1495 40 1705 582 528
internal_value=0 176.272 911.675 7844.17 609.901 2676.31 1359.91 10645.6 -4179.97 3249.42 2167.81 -49438 12424.5 10820.2 17857.4 -2687.73 38750.5 -19699.7 -4148.84 -11578.2 19762.8 -15121.9 -62870.6 13742.2 2724.97 2234.03 -5114.43 10698.9 -15707.2 -2170.43
internal_weight=0 321892 148006 6174 141832 39904 34247 5657 8710 25537 22844 244 2693 2648 1741 907 744 516 375 353 391 102 52 4875 22600 22079 4350 1745 2605 1110
internal_count=4318164 321892 148006 6174 141832 39904 34247 5657 8710 25537 22844 244 2693 2648 1741 907 744 516 375 353 391 102 52 4875 22600 22079 4350 1745 2605 1110
is_linear=0
shrinkage=0.1


Tree=2347
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 4 0 1 1 1 0 0 0 4 0 6 5 1 2 5 2 0 0 5 0 5 3 1 1 3
split_gain=1.27809e+12 1.69131e+13 1.33561e+13 1.48273e+13 1.72244e+13 2.10555e+13 1.88691e+13 1.36421e+13 1.60209e+13 1.31919e+13 3.53666e+13 2.99437e+13 2.49724e+13 1.91008e+13 2.48498e+13 1.76501e+13 2.24097e+13 2.72516e+13 4.09051e+13 3.45097e+13 2.89522e+13 1.87711e+13 2.78754e+13 1.76671e+13 1.6068e+13 2.03612e+13 1.59981e+13 1.47028e+13 7.05354e+13 1.39835e+13
threshold=47.005000000000003 49.010000000000012 30.102666750000001 59.950068600000009 60.042666650000008 1.5000000000000002 60.693675950000006 82.911991800000024 82.784560750000011 82.940215400000014 55.055104550000003 55.017213950000006 55.025681450000008 1.5000000000000002 54.947737500000009 1.5000000000000002 47.815000000000005 113.46563545000002 5.5000000000000009 48.510000000000012 8.5000000000000018 55.017766000000002 55.020029900000004 48.510000000000012 55.010031850000011 48.510000000000012 16.500000000000004 83.002084650000015 83.00362155000002 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 -4 10 11 24 -13 15 -15 27 -17 21 -19 20 -20 -18 -23 -24 25 29 -14 -11 -29 -9
right_child=1 -3 7 4 5 6 -8 9 -10 13 -12 12 26 14 -16 16 17 18 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-55.763983119436141 -4075.0961472043741 -27.587127432643037 1724.9468773526851 -83069.542436667063 38020.160742187501 -81065.494034550109 -5750.0817132411867 974.93273507882884 11472.774027074342 -758.61996372859664 -19797.589413369373 92489.117716298206 -120.22039522360299 -857.850955670649 8909.3762398623949 22125.78576865331 -1478.6967727245947 22336.147206481077 -128699.13558693911 32512.075661057694 -16961.937121212122 -29781.2399234818 8095.2591946847097 -10498.191180468286 -44583.074321289067 43040.209842722048 37993.065407297239 13580.656618764864 -438.76703388923301 -60687.198153409096
leaf_weight=2105789 1130 2038841 90663 51 50 58 78 111 1718 27426 1106 47 262 4930 5523 354 15987 71 78 26 33 577 700 1893 120 76 190 4665 15556 55
leaf_count=2105789 1130 2038841 90663 51 50 58 78 111 1718 27426 1106 47 262 4930 5523 354 15987 71 78 26 33 577 700 1893 120 76 190 4665 15556 55
internal_value=0 53.0774 1000.8 -8844.7 -31585.8 -17469.3 -37869.9 1078.97 1906.23 121.131 -7966.68 7230.76 23114.6 325.563 4302.81 -291.575 -2807.68 -3263.47 -39264.9 -71189.5 -95480 -2872.58 -9902.26 -5478.75 -14664.3 171.395 15900.9 749.73 2795.52 -19455.3
internal_weight=0 2.21238e+06 173534 1367 237 186 136 172167 92381 79786 1967 861 499 77819 10453 67366 19719 19365 208 137 111 19157 3170 2593 362 242 452 47647 20221 166
internal_count=4318164 2212375 173534 1367 237 186 136 172167 92381 79786 1967 861 499 77819 10453 67366 19719 19365 208 137 111 19157 3170 2593 362 242 452 47647 20221 166
is_linear=0
shrinkage=0.1


Tree=2348
num_leaves=31
num_cat=0
split_feature=5 2 3 0 1 0 5 5 1 0 0 1 1 3 5 0 3 3 6 0 5 0 0 6 0 1 0 0 5 4
split_gain=1.32005e+12 7.1124e+12 4.73615e+13 4.45175e+13 4.01808e+13 5.92086e+13 3.56179e+13 4.72294e+13 7.82208e+13 3.6585e+13 3.63229e+13 2.87996e+13 8.64543e+13 1.57854e+14 1.19072e+14 7.53009e+13 1.10483e+14 9.27436e+13 6.89497e+13 1.29274e+14 6.82629e+13 6.66416e+13 1.28683e+14 1.16215e+14 1.29074e+14 5.46187e+13 8.22925e+13 9.53595e+13 8.61309e+13 7.21806e+13
threshold=55.405000000000008 7.5000000000000009 8.5000000000000018 45.084117700000007 39.739656000000004 44.039893800000009 67.990000000000023 86.810000000000016 28.619594500000002 55.784980300000008 55.518428350000008 30.346469350000003 30.332994000000003 16.500000000000004 89.00500000000001 59.963407450000012 12.500000000000002 15.500000000000002 1.5000000000000002 60.035045000000004 69.610000000000014 59.834458500000004 60.035045000000004 1.5000000000000002 60.042666650000008 30.388336800000001 59.963407450000012 59.882016200000002 72.010000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 9 8 -8 10 -5 12 -4 14 15 16 -14 20 19 -17 -18 -15 -23 24 -24 26 27 -13 -29 -30
right_child=1 2 11 6 -6 -7 7 -9 -10 -11 -12 25 13 21 -16 18 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-43.192724652972721 222.57251586183179 -148071.30920037779 1171.3694376141661 6393.9636454700922 -5416.6941271559635 -39526.756647034592 -133286.96462862319 5176.1475429958773 -22256.639039540263 -7839.1221499991198 67607.116052687314 -12563.291497315746 59968.55614155301 -24089.78452904486 -34830.378367660989 55386.267709699685 138031.04661155524 -8291.751228027344 540.49852306547621 293041.02267968748 311514.57838541665 51600.633539677016 -313845.78100000002 2355.1851028390306 -42724.79288930085 -209.48342437961207 -326.13170998511418 -94861.197981662699 44389.632174246653 -55612.310450661957
leaf_weight=2681621 1069496 59 32727 233 266 339 69 612 789 555 166 2433 181 620 132 271 43 20 210 25 48 558 25 586 59 520751 4654 301 112 203
leaf_count=2681621 1069496 59 32727 233 266 339 69 612 789 555 166 2433 181 620 132 271 43 20 210 25 48 558 25 586 59 520751 4654 301 112 203
internal_value=0 70.7751 -215.527 -12566.1 -35507 -55617.5 -6282.02 -16047.3 -31185.7 8765.05 31861.1 -147.9 2609.05 19546 53148.5 67701.4 108139 186686 44366 75458.5 229539 2635.67 16129 -13413.1 -123416 -333.13 -8692.09 -21461.9 -56608.6 -20056.1
internal_weight=0 1.63654e+06 567047 3088 664 398 2424 1470 858 954 399 563959 35505 2778 930 798 292 111 506 296 91 1848 1228 670 84 528454 7703 3049 616 315
internal_count=4318164 1636543 567047 3088 664 398 2424 1470 858 954 399 563959 35505 2778 930 798 292 111 506 296 91 1848 1228 670 84 528454 7703 3049 616 315
is_linear=0
shrinkage=0.1


Tree=2349
num_leaves=31
num_cat=0
split_feature=1 1 5 5 5 4 5 3 0 0 4 1 3 5 2 3 0 0 4 0 0 0 0 3 2 4 5 5 2 1
split_gain=1.26579e+12 1.09528e+13 1.89859e+13 3.48547e+13 3.33578e+13 4.63209e+13 4.32196e+13 4.19668e+13 3.29286e+13 4.22193e+13 3.09974e+13 2.9924e+13 4.15411e+13 2.97272e+13 4.21355e+13 2.84938e+13 4.70027e+13 3.36594e+13 2.84517e+13 4.90518e+13 4.40558e+13 2.71423e+13 2.67054e+13 5.09431e+13 3.49161e+13 4.64099e+13 3.42097e+13 2.63392e+13 3.44448e+13 2.58195e+13
threshold=30.305955500000003 30.259484550000003 97.050000000000011 95.020000000000024 116.06000000000002 3.5000000000000004 109.05000000000001 5.5000000000000009 60.003414000000006 59.916647550000008 4.5000000000000009 30.278357500000002 8.5000000000000018 118.33500000000002 4.5000000000000009 4.5000000000000009 59.916647550000008 59.982527000000012 2.5000000000000004 60.017447350000005 59.982527000000012 60.029906750000002 59.963407450000012 10.500000000000002 18.500000000000004 3.5000000000000004 114.05000000000001 114.05000000000001 3.5000000000000004 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 13 15 10 9 -5 27 12 -11 14 -6 16 -4 -18 20 -20 -15 -7 23 29 25 26 -24 28 -8 -9
right_child=-2 2 4 8 5 21 7 22 -10 11 -12 -13 -14 18 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=128.95419343180714 11.061482729607349 -2274.963974866741 -94190.657280273444 23904.448628826533 -152121.58940217391 3332.2573759723837 -11339.903289473685 19402.399516027115 41413.022942073178 -103620.74350353424 95529.060906250001 -126117.87529547275 46309.1306344697 -132593.65678267047 -26232.497296626985 482.57198853726959 94156.498445084959 -47609.585781250003 25569.595787912393 -89208.686757405609 43450.807738095238 93566.109508928581 112222.43151393582 190190.09328125001 147985.70828125 -99642.840729166681 -43082.638969089676 36261.354543585527 -166389.53427309784 113528.04883674174
leaf_weight=138955 4145141 31086 20 49 46 701 38 68 41 42 25 78 33 44 63 1079 103 20 166 48 21 35 37 40 20 30 23 38 23 51
leaf_count=138955 4145141 31086 20 49 46 701 38 68 41 42 25 78 33 44 63 1079 103 20 166 48 21 35 37 40 20 30 23 38 23 51
internal_value=0 -265.002 -1871.85 -2569.87 6112.13 -7116.22 15318.7 44165.2 -40295.5 -56879.9 -3965.46 -82752.1 -37651.6 -35075.7 -79360 6041.58 47986.8 71105.1 -17774.6 -175.066 -75717.8 7623.27 66351.9 92559.1 28470.5 1911.6 52688.8 -29090.3 -69801.2 59742
internal_weight=0 173023 34068 31329 2739 1124 1615 393 243 202 124 153 75 388 109 1222 143 123 279 214 65 736 269 159 110 90 60 99 61 119
internal_count=4318164 173023 34068 31329 2739 1124 1615 393 243 202 124 153 75 388 109 1222 143 123 279 214 65 736 269 159 110 90 60 99 61 119
is_linear=0
shrinkage=0.1


Tree=2350
num_leaves=31
num_cat=0
split_feature=5 4 6 1 1 3 0 0 1 1 3 1 5 0 0 5 5 1 2 1 1 5 5 2 0 1 0 1 0 5
split_gain=1.15096e+12 9.68799e+12 9.7989e+12 1.3759e+13 1.81444e+13 1.63521e+13 3.56203e+13 4.60219e+13 1.79105e+13 5.52298e+13 3.32807e+13 5.38409e+13 5.08778e+13 2.89327e+13 1.16291e+14 1.00364e+14 3.20944e+13 2.12435e+13 1.72983e+13 2.13883e+13 2.96562e+13 3.52732e+13 4.96586e+13 1.44326e+13 1.43078e+13 4.88753e+13 2.50115e+13 2.46066e+13 1.49697e+13 1.38155e+13
threshold=34.010000000000012 1.5000000000000002 1.5000000000000002 54.845880150000006 53.664171200000006 7.5000000000000009 51.636650050000007 55.535913550000011 37.597123000000003 37.615058950000012 5.5000000000000009 37.582182450000005 24.010000000000002 55.769960200000007 55.751981950000008 27.010000000000002 18.050000000000004 30.278357500000002 1.5000000000000002 37.533784800000006 30.388336800000001 31.990000000000006 32.005000000000003 1.5000000000000002 55.645049100000001 37.692869000000009 55.619594000000006 37.914142000000005 55.551692500000009 30.990000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 10 13 29 17 23 14 -10 16 -16 -12 -19 20 21 -20 -23 -13 25 26 28 -27 -11 -9
right_child=-2 -3 3 -5 -6 -7 7 8 9 24 11 12 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-471.40340056039327 -22.951102832777689 -2270.340935426741 1304.4961287599308 1048.5590841553567 -7390.5829685600402 866.19220243206928 -5210.0773684264641 809.45910152730676 12527.299067050972 50641.870166015629 12388.543777944713 -17892.09540640024 -227987.75519531249 -2419.7781255519139 30599.724808673469 333556.93875000003 145648.45904947919 -1561.9396940325234 -27083.617645526188 -84093.29985532409 -5870.2333633755597 -196401.80791931154 -29270.276982421878 -102443.81638257577 -250.03737141494608 -19987.078258604754 89933.733821298549 7227.6830348096746 -55124.913408627726 -4155.0546908780643
leaf_weight=176179 3605602 16614 64274 197586 3298 141607 27412 11365 309 32 325 52 20 188 49 20 48 589 372 54 642 32 40 33 57212 380 103 2643 23 11061
leaf_count=176179 3605602 16614 64274 197586 3298 141607 27412 11365 309 32 325 52 20 188 49 20 48 589 372 54 642 32 40 33 57212 380 103 2643 23 11061
internal_value=0 116.134 173.105 391.565 -11.3514 64.9667 -575.04 -1644.08 -502.015 416.281 -2780.74 -14638.7 -84483.7 30256.8 44677.4 129587 87531.1 -11068.3 -15477.4 -22667.1 -19612.8 -39483.7 -103551 -50718.1 112.9 6640.53 60859.8 3806.71 6412.12 -1639.15
internal_weight=0 712562 695948 519769 322183 318885 177278 113004 85592 61007 24585 2159 105 614 426 117 97 2054 1729 1140 1086 444 72 85 60393 3181 158 3023 55 22426
internal_count=4318164 712562 695948 519769 322183 318885 177278 113004 85592 61007 24585 2159 105 614 426 117 97 2054 1729 1140 1086 444 72 85 60393 3181 158 3023 55 22426
is_linear=0
shrinkage=0.1


Tree=2351
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 5 1 0 5 1 0 5 1 0 0 3 0 3 4 5 2 5 1 1 0 2 5 3 0 5
split_gain=1.155e+12 8.9565e+12 6.5085e+13 6.74391e+13 6.40213e+13 4.38157e+13 3.41757e+13 9.137e+13 9.97046e+13 8.77566e+13 1.15478e+14 8.36316e+13 6.39505e+13 6.33091e+13 5.70993e+13 5.49387e+13 5.43811e+13 6.7504e+13 5.36886e+13 5.22753e+13 5.15046e+13 5.25188e+13 4.24598e+13 8.73935e+13 1.01185e+14 1.52373e+14 9.7792e+13 9.56457e+13 9.36876e+13 9.02277e+13
threshold=38.781124500000011 39.041623000000008 45.133160800000006 22.500000000000004 3.5000000000000004 39.995000000000012 39.021425200000003 45.053747000000008 59.510000000000012 39.036172050000012 45.022371150000005 60.005000000000003 39.027779200000005 45.067452850000002 45.053747000000008 7.5000000000000009 45.087005000000012 12.500000000000002 3.5000000000000004 99.555000000000021 17.500000000000004 82.00500000000001 38.969379750000009 38.975980350000007 45.03656895000001 9.5000000000000018 90.015000000000015 23.500000000000004 45.013473000000012 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 14 9 -9 11 -11 -8 -13 15 22 18 17 -15 -10 -12 21 -17 -2 24 25 26 27 -24 29 -25
right_child=1 -3 3 -5 5 -7 7 8 13 10 19 12 -14 16 -16 20 -18 -19 -20 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=78.56834663094395 1100.2542840637586 23.847475795733004 4017.1897620113996 140867.73359375002 -1153.3756051220309 -8789.7421071066437 3262.6497687856863 -1378.8713520315805 5210.6007077291142 9101.0723326913558 -24941.546637740244 -708.66105732361973 29295.21900231783 27087.790535462234 1856.0918661652877 -17710.352776522566 -19595.158343894949 -4371.922378967115 133917.09876116071 -155912.58070186494 24216.358518926336 -40534.1267752036 5650.9509810236905 -12869.189204463742 -17751.84986248615 50928.400297368462 -63691.747796585645 -104186.44917168675 866.7150818050909 -72957.238426847369
leaf_weight=1305419 28945 2707521 7466 32 11327 22319 10000 34451 438 1688 1800 978 2596 833 134215 4966 1702 3764 35 31 247 1265 1769 1847 7584 566 270 83 23718 289
leaf_count=1305419 28945 2707521 7466 32 11327 22319 10000 34451 438 1688 1800 978 2596 833 134215 4966 1702 3764 35 31 247 1265 1769 1847 7584 566 270 83 23718 289
internal_value=0 -34.0436 -547.572 -4247.09 -4360.05 -6218.94 28.8181 -1966.27 -4214.18 4306.93 -9765.69 7955.19 21084.9 -11586.2 677.482 -18166.4 -4324.93 1328.74 14734.3 -27159 -20568.7 -22344 -1753.51 -4040.01 -11843.1 4828.04 -7468.29 728.433 -939.788 -20999.1
internal_weight=0 3.01274e+06 305224 41144 41112 33646 264080 64794 47701 17093 3519 13574 3574 13250 199286 6951 6299 4597 473 1831 6478 6231 65071 36126 10272 2688 2122 1852 25854 2136
internal_count=4318164 3012745 305224 41144 41112 33646 264080 64794 47701 17093 3519 13574 3574 13250 199286 6951 6299 4597 473 1831 6478 6231 65071 36126 10272 2688 2122 1852 25854 2136
is_linear=0
shrinkage=0.1


Tree=2352
num_leaves=31
num_cat=0
split_feature=5 5 0 1 1 3 1 0 0 6 5 4 3 0 1 3 3 3 3 2 3 0 2 5 1 1 1 0 0 1
split_gain=1.28086e+12 7.07208e+12 5.29655e+13 4.1768e+13 2.45117e+13 6.45006e+13 2.07907e+13 1.95865e+13 1.37348e+13 2.18473e+13 3.12814e+13 3.50366e+13 2.39639e+13 2.06177e+13 3.30817e+13 3.46964e+13 1.95264e+13 3.22538e+13 3.16711e+13 1.44914e+13 1.14604e+13 1.14008e+13 1.19679e+13 1.12872e+13 1.11402e+13 1.16106e+13 9.64468e+12 8.90687e+12 8.86638e+12 8.60762e+12
threshold=55.405000000000008 55.990000000000002 59.963407450000012 30.346469350000003 30.278357500000002 14.500000000000002 20.507360500000004 60.003414000000006 59.896318000000008 1.5000000000000002 55.730000000000011 1.5000000000000002 11.500000000000002 59.932719750000011 30.305955500000003 5.5000000000000009 11.500000000000002 14.500000000000002 18.500000000000004 4.5000000000000009 10.500000000000002 59.990816400000007 7.5000000000000009 55.730000000000011 82.962740850000003 82.970752000000019 30.388336800000001 59.990816400000007 55.046835900000012 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 7 20 -2 -4 24 10 11 -10 19 -11 -15 -16 -13 -18 -19 -12 27 22 26 -7 -8 28 -5 -6 -26 -9
right_child=1 -3 3 21 5 23 8 29 9 13 12 16 -14 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-42.546792846413773 65498.951666135203 50.325761524636995 -24894.212864361387 -60800.769754464287 -57792.35950195312 100267.41921386719 -106.44970729201557 39711.106319135251 124011.977890625 -17804.371443331071 -185169.31648437501 -73887.846838662794 -37448.427990722659 -30218.909970238095 170889.73744212964 26254.252443677327 98294.347391183037 -128683.19192116478 11273.617725409837 -74522.426840315195 50714.551511189093 10237.241129504991 -67992.804706101189 183485.65446714743 54408.567112930963 6553.1839439997793 17772.750918929301 25863.230535714287 -6701.8164428710943 -21402.156468750003
leaf_weight=2681621 49 1622426 66 21 20 28 10957 295 20 138 20 43 128 42 27 43 28 22 61 29 118 389 42 39 92 1247 61 35 32 25
leaf_count=2681621 49 1622426 66 21 20 28 10957 295 20 138 20 43 128 42 27 43 28 22 61 29 118 389 42 39 92 1247 61 35 32 25
internal_value=0 69.7167 2298.26 22974.3 40309.6 65404.6 483.651 24706.5 237.247 -14524.5 -30615.3 -505.952 -60214.3 8067.03 39944.3 82042.2 -16677.1 5485.61 -25823.4 -119684 33142.7 1820.49 -24583.7 148708 956.893 9455.11 -2349.74 -4556.98 38638.1 34936.6
internal_weight=0 1.63654e+06 14117 1139 626 240 12978 386 12929 601 351 174 177 250 112 70 154 111 83 49 173 513 124 67 12328 1371 82 55 124 320
internal_count=4318164 1636543 14117 1139 626 240 12978 386 12929 601 351 174 177 250 112 70 154 111 83 49 173 513 124 67 12328 1371 82 55 124 320
is_linear=0
shrinkage=0.1


Tree=2353
num_leaves=31
num_cat=0
split_feature=1 3 5 0 0 3 1 0 0 2 3 6 5 6 0 1 5 0 0 1 5 0 1 6 0 4 0 5 0 4
split_gain=1.13658e+12 1.11285e+13 2.01127e+13 2.46071e+13 2.24185e+13 1.99044e+13 6.13491e+13 2.38185e+13 3.72647e+13 4.24144e+13 2.29812e+13 2.64308e+13 2.00529e+13 5.47138e+13 2.13831e+13 2.59317e+13 1.94285e+13 1.88318e+13 3.13153e+13 1.67094e+13 1.64075e+13 3.41131e+13 4.75176e+13 3.23505e+13 3.68998e+13 2.59288e+13 3.58717e+13 2.53027e+13 3.0943e+13 4.39366e+13
threshold=30.305955500000003 11.500000000000002 39.805000000000007 54.736324100000012 54.708501450000007 9.5000000000000018 30.243224600000001 60.003414000000006 59.990816400000007 6.5000000000000009 10.500000000000002 1.5000000000000002 36.995000000000012 1.5000000000000002 59.853570100000006 30.102666750000001 38.010000000000012 59.982527000000012 60.003414000000006 30.226173900000003 45.005000000000003 59.609407350000005 30.102666750000001 1.5000000000000002 59.916647550000008 1.5000000000000002 59.846652800000008 45.985000000000007 60.063729500000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 10 8 16 -10 12 17 -7 14 15 -14 -8 -12 -19 -13 21 22 -4 -23 25 26 -25 28 -22 -30
right_child=-2 -3 20 5 -6 6 7 -9 9 -11 11 19 13 -15 -16 -17 -18 18 -20 -21 27 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=2681.6311506124916 10.48172956928401 -1051.779712183027 1100.7816869263861 3448.3841991872318 -15552.310162595641 -4690.9656115847638 33562.557851950543 958.10535692600388 35545.423858119422 118524.01841619318 12339.427913750544 -12517.759262414287 -3710.9025181361608 -2711.2191081334227 8807.191570723684 120099.8355715697 -18539.182251838236 -109947.67751623376 -9503.1354510967558 60827.17115356445 9590.1817364032449 -24464.120333259263 47710.526809353301 -56605.620719054743 3752.5252575125628 -7571.0893080055193 -10361.542031720295 66.653205083326441 179732.13500600963 25224.061126612105
leaf_weight=1523 4145141 86654 3351 14217 1210 586 453 193 140 110 36 139 21 269 38 87 85 77 52 40 1430 1002 234 282 2680 2853 414 54758 26 63
leaf_count=1523 4145141 86654 3351 14217 1210 586 453 193 140 110 36 139 21 269 38 87 85 77 52 40 1430 1002 234 282 2680 2853 414 54758 26 63
internal_value=0 -251.113 552.197 3399.19 -5391.21 4851.42 13427.1 32443.3 40154.8 72056 -442.818 -22740.7 7219.99 24038.8 73324.9 96025.5 25330.9 -51611.6 -69458.4 3872.17 -265.753 -3832.85 4143.09 -7787.17 -5104.51 -11792.8 -29098.4 419.815 13150.8 70361.3
internal_weight=0 173023 86369 19276 2733 16543 2326 981 788 250 1345 344 1001 415 146 108 538 165 129 179 67093 10816 3585 7231 6229 3549 696 56277 1519 89
internal_count=4318164 173023 86369 19276 2733 16543 2326 981 788 250 1345 344 1001 415 146 108 538 165 129 179 67093 10816 3585 7231 6229 3549 696 56277 1519 89
is_linear=0
shrinkage=0.1


Tree=2354
num_leaves=31
num_cat=0
split_feature=2 3 5 5 1 0 1 5 4 5 5 0 0 4 0 3 1 3 1 0 3 0 6 5 0 5 1 0 0 5
split_gain=1.13302e+12 1.10873e+13 1.59259e+13 1.64703e+13 4.13475e+13 1.68501e+13 1.83002e+13 1.48482e+13 3.23121e+13 1.91324e+13 4.73102e+13 2.60574e+13 4.0693e+13 3.87675e+13 4.19782e+13 3.1192e+13 3.02958e+13 2.33736e+13 2.31123e+13 1.86404e+13 1.82199e+13 2.0451e+13 2.37303e+13 1.81247e+13 1.78867e+13 1.75893e+13 1.75851e+13 2.80835e+13 4.40036e+13 1.89863e+13
threshold=5.5000000000000009 7.5000000000000009 40.405000000000008 43.005000000000003 37.944765900000007 54.708501450000007 37.615058950000012 56.835000000000008 1.0000000180025095e-35 132.05000000000004 116.06000000000002 55.946414150000003 55.734663800000007 3.5000000000000004 59.882016200000002 6.5000000000000009 50.388877400000005 4.5000000000000009 38.151577750000008 45.133160800000006 6.5000000000000009 43.465905150000005 1.5000000000000002 125.85000000000001 54.725565150000001 84.030000000000015 38.151577750000008 55.110554300000004 55.87722990000001 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 19 25 10 17 12 20 14 -13 -14 18 -10 23 -5 24 -22 -23 -15 -12 -9 27 -11 -29 -30
right_child=1 -3 3 7 -6 6 -8 8 9 26 11 13 15 16 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-44.096739270925482 1873.7767819255894 89.239291340622856 -11749.122348167783 -4853.7416689001175 -4984.352116630168 -45796.177714249898 -123596.94116071428 -27903.366771941488 101783.87719494048 -14839.168295036767 -20965.176377941316 -21184.070364317602 -218944.19211647729 11303.644163602941 -180157.65796874999 -66989.623897181926 140772.63422619048 -3829.3971168457256 -34063.595406788794 6810.579889296876 -139459.55135869567 63479.188750000001 -51009.087777118781 129463.0174107143 80324.894886363647 -122326.54131433825 887.83500262139466 175286.6688927284 60663.392939660909 -15116.79208026961
leaf_weight=2480138 7670 1811470 126 2439 1538 222 35 47 21 85 84 98 22 34 20 35 21 9786 58 3126 23 20 191 21 22 34 607 26 94 51
leaf_count=2480138 7670 1811470 126 2439 1538 222 35 47 21 85 84 98 22 34 20 35 21 9786 58 3126 23 20 191 21 22 34 607 26 94 51
internal_value=0 59.5019 -1968.98 -3529.61 -12305.6 -41705 -56391.6 -2535.88 -4602.88 -4152.51 -5333.65 -31481.8 -47446 -6331.78 -48128.7 -125639 30474.5 -3603.24 9976.63 1698.4 -34337.2 -49917.6 -40157.1 56419 57.2912 -67537.8 10158.1 32138.8 55490.4 34009.7
internal_weight=0 1.83803e+06 26556 18886 1921 383 257 16965 11400 11319 10456 649 397 252 118 57 134 9807 113 5565 340 234 211 55 106 81 863 256 171 145
internal_count=4318164 1838026 26556 18886 1921 383 257 16965 11400 11319 10456 649 397 252 118 57 134 9807 113 5565 340 234 211 55 106 81 863 256 171 145
is_linear=0
shrinkage=0.1


Tree=2355
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 4 4 0 0 0 2 5 5 3 3 3 0 5 3 5 5 4 5 3 2 0 5 3 2 3
split_gain=1.12248e+12 5.97368e+12 2.75874e+13 1.91096e+13 1.18181e+13 3.31163e+13 3.34367e+13 4.66449e+13 2.43146e+13 2.25541e+13 2.98647e+13 2.05026e+13 2.07289e+13 2.0377e+13 2.80807e+13 1.8837e+13 1.56921e+13 1.47184e+13 1.52986e+13 1.50577e+13 1.67927e+13 1.89908e+13 1.82635e+13 2.02583e+13 1.55309e+13 2.11192e+13 2.59686e+13 2.90328e+13 1.66067e+13 1.46438e+13
threshold=83.000022850000008 52.056565900000003 103.85249100000001 51.67657710000001 54.410000000000004 1.5000000000000002 2.5000000000000004 50.565831500000009 51.83362145000001 51.717367500000009 9.5000000000000018 57.005000000000003 112.04500000000002 15.500000000000002 14.500000000000002 11.500000000000002 48.713222300000005 102.01000000000001 8.5000000000000018 69.015000000000015 78.710000000000022 3.5000000000000004 94.040000000000006 7.5000000000000009 1.5000000000000002 50.565831500000009 83.010000000000005 5.5000000000000009 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 8 7 16 -6 11 -11 -8 17 14 -12 -9 -7 19 -19 29 -21 24 23 -23 -22 26 -26 -28 -29 -13
right_child=1 -3 4 -5 5 6 9 15 -10 10 13 12 -14 -15 -16 -17 -18 18 -20 20 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=19.177857074032826 -18692.449140266377 -213.89534615798448 -1393.8845050456366 15739.65098060811 -73256.018472975135 9417.1384765625007 41879.913183593751 12025.859910993167 5622.315961538462 4963.7116353673437 -31769.981562650875 15815.096537081994 50559.171771816036 11970.294080275633 -146999.57962239583 -8046.2353048492296 45327.437546331807 -126167.54510869566 -17765.073437499999 17813.529163944921 -49325.439616593074 -33350.295796874998 42965.619531250006 -126120.37063577588 -23184.987062500004 -81269.369680059535 119193.50014880951 -31794.37541118421 54492.957320601854 -23269.184119195765
leaf_weight=3782924 177 507334 15059 1804 98 162 76 1542 65 5585 178 107 53 89 24 671 489 23 30 299 46 125 24 29 75 21 42 38 54 921
leaf_count=3782924 177 507334 15059 1804 98 162 76 1542 65 5585 178 107 53 89 24 671 489 23 30 299 46 125 24 29 75 21 42 38 54 921
internal_value=0 -135.544 1288.9 12663.2 419.759 2933.25 3614.54 12861.6 -41801.5 236.107 3336.39 -9044.22 -11095.2 -27895.8 -45460.6 5939.83 36391.2 -12876.9 -64807.7 -11331.6 -588.045 -12707.1 -38174.7 -50820 3717.61 14326.2 23931.5 50302.7 18852.5 -19201.1
internal_weight=0 535240 27906 1981 25925 10866 10703 2864 163 7839 5876 1963 1887 291 202 2213 651 1834 53 1781 753 454 178 154 276 230 209 134 92 1028
internal_count=4318164 535240 27906 1981 25925 10866 10703 2864 163 7839 5876 1963 1887 291 202 2213 651 1834 53 1781 753 454 178 154 276 230 209 134 92 1028
is_linear=0
shrinkage=0.1


Tree=2356
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 3 5 0 5 5 5 3 3 3 5 2 3 4 5 5 5 3 5 0 5 5 5 2 5 5
split_gain=1.1612e+12 1.15927e+13 1.64911e+13 1.71434e+13 1.104e+13 1.3262e+13 1.23101e+13 2.68029e+13 2.52296e+13 1.06832e+13 1.03041e+13 9.12211e+12 3.33819e+13 9.08487e+12 8.65267e+12 1.6212e+13 1.25338e+13 1.72568e+13 3.41348e+13 1.06254e+13 9.31994e+12 7.80476e+12 7.78369e+12 7.68134e+12 2.105e+13 7.45897e+12 1.07954e+13 1.09262e+13 9.78948e+12 1.88232e+13
threshold=92.928903050000017 92.896330950000007 56.093493200000005 56.028355650000009 3.5000000000000004 13.500000000000002 86.810000000000016 56.009576300000013 81.910000000000011 56.205000000000005 82.00500000000001 8.5000000000000018 5.5000000000000009 9.5000000000000018 120.05000000000001 4.5000000000000009 13.500000000000002 3.5000000000000004 150.04500000000004 132.05000000000004 116.06000000000002 15.500000000000002 68.52500000000002 56.009576300000013 68.52500000000002 42.005000000000003 50.805000000000007 9.5000000000000018 84.030000000000015 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 8 -8 23 -4 -10 12 -3 -11 20 19 17 -17 -19 -16 25 -6 -13 24 -7 -5 -27 28 -28 -30
right_child=-2 2 9 14 21 6 7 -9 10 13 -12 22 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2.1524312322741266 -365.60531032532731 -5465.497378303422 872.50487977438797 2443.055254340089 -15265.749827606825 273.27991006540697 121353.57247983872 -2528.6127099609375 -102992.69086538462 3194.0814460095589 -13963.148452524038 -14820.424989672531 85528.395489211311 -15748.496815798031 -249.54175907258065 96106.868426724148 -20969.34699678309 -48551.487593005957 110176.904375 -73953.956404775949 47880.409742052805 -80029.900572916667 -59839.962571022734 8187.2255779979678 109415.38252115886 20740.303364148327 8285.9987800347662 -769.85329153317934 42439.556371124032 4933.904914603474
leaf_weight=4219079 85159 1006 3131 2009 49 43 31 40 26 359 26 302 42 859 31 29 85 42 20 53 58 30 44 246 30 747 2924 1128 258 278
leaf_count=4219079 85159 1006 3131 2009 49 43 31 40 26 359 26 302 42 859 31 29 85 42 20 53 58 30 44 246 30 747 2924 1128 258 278
internal_value=0 7.3552 2887.83 5206.78 -3256.14 -1681.15 13412.3 51560.8 6111.64 -2218.78 -58477.9 -6466.88 -1818.8 -10165.3 7321.96 -10608.5 6642.5 32433.8 2651.22 -46753.5 7951.78 -39859.7 -20545.5 16640.3 45126.2 7636.44 9592.11 7777 10563.4 22987
internal_weight=0 4.233e+06 13926 9577 1915 1836 442 71 371 4349 52 1394 1048 1218 7662 260 176 91 62 84 7402 79 346 319 73 7344 5335 4588 3460 536
internal_count=4318164 4233005 13926 9577 1915 1836 442 71 371 4349 52 1394 1048 1218 7662 260 176 91 62 84 7402 79 346 319 73 7344 5335 4588 3460 536
is_linear=0
shrinkage=0.1


Tree=2357
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 3 0 5 1 3 1 1 0 0 1 0 6 1 0 0 1 1 1 1 1 5 3 1
split_gain=1.17184e+12 1.32489e+13 4.83463e+13 9.51338e+13 7.72076e+13 2.69606e+14 5.65965e+13 5.52388e+13 5.47176e+13 5.41021e+13 4.61643e+13 4.22571e+13 8.04314e+13 8.00399e+13 2.93933e+14 1.08775e+14 1.36907e+14 3.13833e+14 2.1167e+14 1.43347e+14 3.09983e+14 1.04621e+14 1.77053e+14 1.54172e+14 9.72259e+13 1.21042e+14 2.06899e+14 1.04375e+14 1.04535e+14 1.03453e+14
threshold=55.576287050000012 55.719391050000006 38.151577750000008 38.096381250000007 49.111504200000006 39.726951800000002 55.601678500000013 9.5000000000000018 55.708120100000009 150.04500000000004 52.395917250000004 16.500000000000004 36.761894450000007 37.832345550000007 55.708120100000009 55.657530000000008 37.712318250000003 55.591389050000011 1.5000000000000002 37.726745000000001 55.601678500000013 55.645049100000001 37.914142000000005 37.869926150000005 36.585378200000001 37.457850350000008 37.582182450000005 60.310000000000009 12.500000000000002 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 -4 10 -7 -9 -6 13 -13 15 21 16 24 -18 19 -19 -21 22 -15 -23 -2 29 27 28 -27 -26
right_child=1 -3 4 -5 7 8 -8 9 -10 -11 -12 12 -14 14 -16 -17 17 18 -20 20 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=46.596052423375326 -33204.651947886501 35.245735517469079 -1504.3743398241595 20775.615581199643 5478.08297442819 -44617.000925376349 -19473.37387119907 -7942.7090832354725 -96235.610145853134 -140390.47222782258 -10686.942654333165 39395.855730645795 831.60008548560131 -46176.444020616036 56441.350921396341 -7672.0368141377176 -37425.958041597682 24039.285227098651 11172.60825481447 190305.329613904 43859.189515797538 29964.963697415689 -257.05992367298052 256.2796781740646 -7240.209255069477 -5671.4767306066669 1507.9981632411123 -46429.302427572838 -38778.027767428161 9100.5060711747719
leaf_weight=2398881 1009 1703600 7494 2139 11158 937 2288 6003 263 31 2099 544 92632 1137 1015 32872 1071 714 4762 207 479 2167 3211 9008 5703 3261 8636 1412 1348 12083
leaf_count=2398881 1009 1703600 7494 2139 11158 937 2288 6003 263 31 2099 544 92632 1137 1015 32872 1071 714 4762 207 479 2167 3211 9008 5703 3261 8636 1412 1348 12083
internal_value=0 -58.2397 -796.646 -191.675 -4501.85 -11195.1 -5707.31 -691.495 -55930.1 -8623.17 2918.65 -436.389 1056.75 -1980.59 4305.39 -3393.89 62.7013 12537.9 21222 55404.1 88049.2 896.386 -12265 6017.24 -2634.69 -1683.94 -8412.54 -22641.7 -15354.2 3860.93
internal_weight=0 1.91928e+06 215683 185410 30273 10982 9782 19291 1200 6034 13257 183271 93176 90095 16538 73557 40685 7233 6162 1400 686 15523 4348 11175 33452 32443 14657 6021 4609 17786
internal_count=4318164 1919283 215683 185410 30273 10982 9782 19291 1200 6034 13257 183271 93176 90095 16538 73557 40685 7233 6162 1400 686 15523 4348 11175 33452 32443 14657 6021 4609 17786
is_linear=0
shrinkage=0.1


Tree=2358
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 0 0 0 3 1 3 5 1 5 3 3 3 0 6 0 0 0 6 5 3 3 5 2 5 5
split_gain=1.25262e+12 1.98949e+13 2.30246e+13 4.16342e+13 4.29789e+13 6.33401e+13 9.60387e+13 6.96623e+13 9.33084e+13 8.01525e+13 8.36877e+13 7.33646e+13 6.15333e+13 1.10712e+14 8.4132e+13 1.03152e+14 1.02636e+14 1.05267e+14 7.817e+13 6.93992e+13 6.29359e+13 5.94692e+13 5.73328e+13 5.63773e+13 4.92701e+13 4.70909e+13 4.77474e+13 4.09365e+13 7.17248e+13 4.55549e+13
threshold=37.855187800000003 44.678200800000006 37.777459000000007 56.635684300000008 1.5000000000000002 55.745923000000012 55.820531900000013 56.009576300000013 16.500000000000004 37.832345550000007 18.500000000000004 93.00500000000001 37.832345550000007 54.410000000000004 16.500000000000004 8.5000000000000018 21.500000000000004 55.777112100000004 1.5000000000000002 55.812836050000008 55.812836050000008 55.806974650000008 1.5000000000000002 64.805000000000021 13.500000000000002 22.500000000000004 82.00500000000001 5.5000000000000009 90.015000000000015 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 12 8 22 10 -10 -11 13 -7 15 -14 21 18 -18 -19 25 -16 -8 -17 -9 26 -15 -12 -29 -30
right_child=-2 2 3 -5 5 6 7 24 9 11 27 -13 14 20 16 23 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-4649.2898043045388 -31.275435588817967 32.643815896882771 -1332.2665757841016 -84661.7575284091 349.99885625935178 12546.545394744273 96275.99325443097 4688.9017931625276 40812.908741200401 -34074.58730873352 -100080.35918264679 -117632.83027567391 -70741.316798717584 44545.950652199856 -50036.182597439241 48386.620159026519 -115315.83040865386 30276.443637319713 -7410.2071569442751 213574.92066761362 -2001.6405785379957 -185287.25888157895 3008.8200409538663 -293.05894178910688 37923.209193016839 135340.56967844206 110978.52027475052 -28578.218766135426 209986.16335565477 15146.631365094867
leaf_weight=8776 3229263 1032979 18677 55 14910 2291 67 1018 278 531 66 131 106 1191 225 734 91 338 256 22 227 38 4048 352 794 69 119 463 21 28
leaf_count=8776 3229263 1032979 18677 55 14910 2291 67 1018 278 531 66 131 106 1191 225 734 91 338 256 22 227 38 4048 352 794 69 119 463 21 28
internal_value=0 92.751 131.28 2292.42 2393.98 4843.3 9804.43 2196.62 -3289.64 -24480.1 -4272.45 -50609.5 19152.5 26658.7 5622.72 23417.8 -16245.1 3594.53 -35708.2 41478 46790 -69578.2 4527.39 32608.3 19251.8 54821.7 50580.7 -25957.1 -16402.1 98649.3
internal_weight=0 1.0889e+06 1.08012e+06 47146 47091 28414 13504 7445 5633 1518 856 662 6059 3897 2162 1192 970 707 347 360 1606 263 4115 1086 1812 1379 1310 578 512 49
internal_count=4318164 1088901 1080125 47146 47091 28414 13504 7445 5633 1518 856 662 6059 3897 2162 1192 970 707 347 360 1606 263 4115 1086 1812 1379 1310 578 512 49
is_linear=0
shrinkage=0.1


Tree=2359
num_leaves=31
num_cat=0
split_feature=3 2 0 1 6 1 6 5 0 1 3 5 0 3 0 1 1 1 5 1 4 5 5 5 5 5 5 1 1 5
split_gain=1.18148e+12 4.23031e+12 1.51195e+13 1.6138e+13 2.52288e+13 3.39763e+13 2.29839e+13 2.22163e+13 1.59943e+13 1.37959e+13 1.80405e+13 1.1745e+13 1.13417e+13 1.07994e+13 1.80054e+13 9.97725e+12 9.30802e+12 9.0396e+12 8.42308e+12 1.1519e+13 8.00477e+12 1.38206e+13 7.84543e+12 7.81745e+12 7.37145e+12 7.29503e+12 7.14354e+12 5.70472e+12 2.4936e+13 2.39057e+13
threshold=28.500000000000004 2.5000000000000004 55.860536450000005 37.66934650000001 1.5000000000000002 37.777459000000007 1.5000000000000002 49.995000000000012 55.885524800000006 37.615058950000012 34.500000000000007 43.005000000000003 55.801980100000009 31.500000000000004 55.834684950000003 37.487839250000007 37.582182450000005 37.767735350000002 37.305000000000007 37.777459000000007 1.5000000000000002 38.905000000000008 59.510000000000012 40.905000000000008 102.01000000000001 69.015000000000015 63.005000000000003 37.712318250000003 37.737121850000008 22.030000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 12 -6 9 -7 11 10 13 -4 17 14 -2 -8 -15 22 -19 -20 21 -11 -5 -16 -10 -12 -22 -3 29 -29
right_child=1 27 8 4 5 7 15 -9 24 20 25 -13 -14 16 23 -17 -18 18 19 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4.7199012718885021 -27796.655887898363 -1971.2572388802375 -9203.1016462053576 -3233.9474869791666 -124667.92194010418 -56619.55681640625 31516.544062500001 72462.801554361984 -6993.2705812274289 74868.092471590906 -95897.981063988103 -109752.26101262021 46404.446413609607 44513.788698923679 7267.1360156250003 121552.71440429689 -6173.8458904655618 -25346.955791015629 68827.577684294884 5796.0906988903489 118392.7493696733 -34862.066536458333 -81854.859960937509 95683.495937500003 43521.490511592739 -11509.958974609377 46436.159296644058 -37830.705959821433 -316.39674398457413 23386.836153423541
leaf_weight=4283289 101 18652 21 30 36 30 20 24 424 22 21 26 69 139 20 32 49 50 39 113 22 24 22 20 31 20 37 70 13992 719
leaf_count=4283289 101 18652 21 30 36 30 20 24 424 22 21 26 69 139 20 32 49 50 39 113 22 24 22 20 31 20 37 70 13992 719
internal_value=0 -579.69 4723.46 12206.4 -2594.57 -49416.9 23805.7 750.38 -9288.46 16896 7817.28 -64826 10451.9 15612.3 -5308.15 86923.4 31302.6 685.278 10256.9 21968.6 48887.5 17617.6 -36496.6 51475.3 -3551.61 -54733.1 73267.4 -808.421 658.952 17955.6
internal_weight=0 34875 1442 940 413 90 527 54 502 475 370 47 323 329 141 52 188 254 202 152 105 46 52 40 455 41 59 33433 14781 789
internal_count=4318164 34875 1442 940 413 90 527 54 502 475 370 47 323 329 141 52 188 254 202 152 105 46 52 40 455 41 59 33433 14781 789
is_linear=0
shrinkage=0.1


Tree=2360
num_leaves=31
num_cat=0
split_feature=0 3 1 0 1 1 0 0 0 1 0 5 0 1 0 1 3 1 2 5 1 2 3 2 0 1 0 1 1 1
split_gain=1.14054e+12 1.42878e+13 2.48236e+13 4.81589e+13 4.60108e+13 6.99133e+13 1.49295e+14 1.73463e+14 9.36908e+13 5.99856e+13 7.85095e+13 8.72683e+13 4.99593e+13 4.24824e+13 4.78648e+13 3.65937e+13 4.71099e+13 3.71968e+13 3.35433e+13 3.73862e+13 3.35185e+13 3.26308e+13 8.94594e+13 7.01111e+13 3.24368e+13 4.27479e+13 3.19835e+13 3.4209e+14 1.3918e+14 1.12248e+14
threshold=55.576287050000012 7.5000000000000009 60.55755580000001 55.975961550000008 47.208373000000009 44.083877800000003 56.054485600000007 56.281985950000006 56.338501050000012 46.037218400000008 56.143542450000005 76.730000000000018 58.242297500000006 60.648383500000008 57.157092150000004 60.837513500000007 5.5000000000000009 92.928903050000017 6.5000000000000009 177.02500000000003 49.323301500000007 3.5000000000000004 5.5000000000000009 4.5000000000000009 56.663136550000011 60.628582700000003 55.899899800000007 39.726951800000002 36.761894450000007 38.233559750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 26 -7 9 -9 -8 -11 -12 -6 14 24 -15 -17 -18 19 21 -14 22 -13 -23 25 -5 27 28 -2 -30
right_child=1 -3 3 13 12 6 7 8 -10 10 11 18 20 15 -16 16 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=45.969555120328025 -27116.640816541301 -231.2971550723498 -13694.52085029161 2926.1742627555941 2717.1048529500472 -52603.383974459895 -11212.618670373406 -68948.463145533809 -15953.134457638389 1741.0246084049309 19160.457295240511 178807.37760937502 -61610.89348576864 6200.168358375101 -33688.340039039809 -949.67550601621735 15746.154667340408 -16892.462732269287 -34590.488750000004 -2681.9916666666668 -2377.0586382322408 297102.07453703706 -5221.9216517857149 97817.543610995432 -3252.2787551508645 -100132.03654296877 796.69505147867687 -55086.950071931329 2151.6235355158237 -7581.8847840902599
leaf_weight=2398881 1947 1365113 2921 81 139966 735 1629 526 912 2129 737 50 96 9936 538 60264 2748 400 20 30 19564 27 56 51 24867 80 213964 1178 53500 15218
leaf_count=2398881 1947 1365113 2921 81 139966 735 1629 526 912 2129 737 50 96 9936 538 60264 2748 400 20 30 19564 27 56 51 24867 80 213964 1178 53500 15218
internal_value=0 -57.4566 370.773 -1039.79 688.335 -56.4544 -10001.6 -4924.19 -35338.1 4324.1 12488.4 36052.9 2054.07 -666.086 -4176.34 557.44 -326.717 11598.9 89256.9 100831 -2666.3 117709 81584.4 166801 -3541.95 -48282.9 183.712 -1641.88 -750.943 -3.91838
internal_weight=0 1.91928e+06 554170 101835 452335 292709 6902 6167 1438 4729 3100 971 159626 98914 25566 73348 63412 3148 234 214 19660 184 106 78 25028 161 285807 71843 70665 68718
internal_count=4318164 1919283 554170 101835 452335 292709 6902 6167 1438 4729 3100 971 159626 98914 25566 73348 63412 3148 234 214 19660 184 106 78 25028 161 285807 71843 70665 68718
is_linear=0
shrinkage=0.1


Tree=2361
num_leaves=31
num_cat=0
split_feature=3 5 5 5 1 1 0 1 1 0 5 1 3 1 1 0 0 1 1 1 0 1 0 0 1 0 5 1 0 1
split_gain=1.25645e+12 7.09977e+12 1.08732e+13 1.46424e+13 1.34859e+13 1.183e+13 2.40448e+13 3.74032e+13 1.63228e+13 1.61438e+13 1.08386e+13 2.19406e+13 1.57288e+13 1.96939e+13 1.73684e+13 1.60966e+13 2.60018e+13 5.4765e+13 1.75633e+13 1.56113e+13 1.08374e+13 1.07635e+13 1.03909e+13 1.1219e+13 9.51331e+12 9.27873e+12 2.8804e+13 2.65501e+13 1.95688e+13 2.72973e+13
threshold=2.5000000000000004 101.05000000000001 114.05000000000001 110.05000000000001 30.410108300000001 39.787929450000007 45.084117700000007 38.781124500000011 41.950906500000009 47.425481600000005 99.555000000000021 37.342273500000012 1.5000000000000002 39.007683500000006 82.91993380000001 45.040161900000008 43.056445700000005 38.969379750000009 38.151577750000008 39.969502550000009 55.455204450000004 86.192907650000009 54.736324100000012 59.834458500000004 37.487839250000007 55.645049100000001 73.010000000000005 37.098288800000006 55.946414150000003 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 22 6 7 -3 9 -7 24 20 13 -13 15 16 -14 -18 -17 -19 -12 -10 -4 -24 25 -1 28 -28 29 -27
right_child=-2 2 4 -5 -6 8 -8 -9 21 -11 11 12 14 -15 -16 18 17 19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=7235.2427568761741 -8.8446899213799615 35026.395159505213 8532.1101362179488 46848.696265225153 3606.152121672083 135048.89583333334 15099.3501927426 -106751.69443558675 -20.342361394199756 34196.629278846158 -31325.204315476192 104234.11072095789 31226.815218098956 3287.8675522985541 -102194.16595052084 -83981.461718750012 38483.23824637277 -183779.0557650862 15278.854634503623 -73458.193053668481 -131758.11880326705 58313.203832347972 -119160.88812500001 -30284.051028380101 -9.7564175910335376 -12114.037714561062 17897.585562125045 102053.42141229539 854.4208295373694 -89793.742230468764
leaf_weight=3683 4205107 30 39 127 1891 21 152 49 218 65 21 23 33 121 24 20 28 29 164 23 22 37 20 49 100599 475 349 42 4653 50
leaf_count=3683 4205107 30 39 127 1891 21 152 49 218 65 21 23 33 121 24 20 28 29 164 23 22 37 20 49 100599 475 349 42 4653 50
internal_value=0 328.975 5397.2 16132.8 1643.25 9312.97 -8159.91 -52911.9 21149.4 58823.3 205.069 -14368 -8048.29 19411.2 -20366.6 -13754.3 -43461.2 -74270 4489.69 -134983 -82709.5 8443.74 -32725.8 -56045.5 272.462 3341.08 765.715 26937.3 -1210.55 -19512.1
internal_weight=0 113057 2698 699 1999 572 231 79 341 86 110359 508 465 144 321 297 113 80 184 52 43 255 108 69 109851 9252 5569 391 5178 525
internal_count=4318164 113057 2698 699 1999 572 231 79 341 86 110359 508 465 144 321 297 113 80 184 52 43 255 108 69 109851 9252 5569 391 5178 525
is_linear=0
shrinkage=0.1


Tree=2362
num_leaves=31
num_cat=0
split_feature=3 6 3 0 0 0 1 5 0 0 0 0 5 0 1 1 1 0 0 5 1 1 0 0 5 1 1 0 1 1
split_gain=1.10151e+12 8.60873e+12 4.15735e+13 5.93118e+13 1.06388e+14 9.01766e+13 7.97892e+13 5.39026e+13 9.0156e+13 1.20569e+14 5.65374e+13 6.49439e+13 4.81515e+13 7.52731e+13 6.23715e+13 9.19449e+13 4.9717e+13 4.75522e+13 5.1715e+13 9.32625e+13 6.49684e+13 4.82305e+13 4.80791e+13 1.28225e+14 1.0732e+14 7.02522e+13 8.36221e+13 6.24153e+13 9.22576e+13 4.73244e+13
threshold=9.5000000000000018 1.5000000000000002 8.5000000000000018 55.078308950000007 55.099723300000008 54.986619450000006 82.837870700000011 39.505000000000003 59.932719750000011 59.939091550000008 55.601678500000013 55.110554300000004 90.015000000000015 55.025681450000008 82.966612450000014 82.837870700000011 82.91993380000001 55.734663800000007 55.755036050000008 87.00500000000001 37.620907050000007 49.148175700000003 55.820531900000013 55.946414150000003 69.610000000000014 36.585378200000001 47.981192400000005 55.769960200000007 37.712318250000003 82.926290250000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5 8 -6 -10 11 -9 14 -14 15 -7 -15 -12 19 20 -19 -22 24 25 -20 -24 -27 28 -26 -17
right_child=-2 -3 3 4 7 12 -8 10 9 -11 17 -13 13 16 -16 29 -18 18 22 -21 21 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-1945.1320178370097 45.587514043962308 8.484319054890026 3536.6466099838799 -69559.258969584465 8752.0733217573343 -9977.3313817455164 22328.178771778897 15562.651797030634 -90618.444267718296 -4669.3382332575238 19636.002793527194 -14917.974139611149 92287.677724609384 -162518.92145270272 118.88493220325361 41058.937600861449 -23138.107426581326 -77277.462218605317 22740.691867999285 117922.26069335938 148778.5835546875 -17539.293371941061 57887.222596354171 -300.30840511713308 -30756.373494752697 -61312.000648687128 704.94841438269088 8539.0217208224476 -173351.0681712963 86877.982603756071
leaf_weight=105306 2379540 1772842 19012 378 9481 270 126 802 209 745 1142 5444 40 37 486 716 83 270 2098 37 20 136 75 16866 284 712 313 311 54 329
leaf_count=105306 2379540 1772842 19012 378 9481 270 126 802 209 745 1142 5444 40 37 486 716 83 270 2098 37 20 136 75 16866 284 712 313 311 54 329
internal_value=0 -55.9558 -745.067 1344.59 -937.299 5642.57 -46587.4 -347.344 5803.59 -23498.9 -2594.4 -11004.2 26059.6 -26513.5 30730.1 42043.5 -66113.9 -240.809 -1312.74 -34366.2 -47593.2 3783.51 -573.896 -2457.81 11747.3 -35538.1 -42374.1 -23790.7 -53537.8 55484.3
internal_weight=0 1.93862e+06 165782 60476 39503 20973 504 38999 10435 954 28564 6246 1961 160 1801 1315 120 22318 21176 463 426 156 20713 17966 2747 1100 1025 649 338 1045
internal_count=4318164 1938624 165782 60476 39503 20973 504 38999 10435 954 28564 6246 1961 160 1801 1315 120 22318 21176 463 426 156 20713 17966 2747 1100 1025 649 338 1045
is_linear=0
shrinkage=0.1


Tree=2363
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 6 3 2 1 5 5 1 2 3 1 3 3 5 1 1 2 5 5 5 3 3 1 1 5
split_gain=1.18982e+12 1.4363e+13 7.93071e+13 5.81902e+13 7.38202e+13 6.92653e+13 4.40291e+13 4.15782e+13 5.7369e+13 4.94036e+13 4.51579e+13 4.38275e+13 4.97312e+13 4.14964e+13 3.94192e+13 3.3502e+13 3.23804e+13 5.01659e+13 3.00893e+13 2.71944e+13 5.73821e+13 3.08811e+13 2.90169e+13 2.70871e+13 3.15573e+13 2.69733e+13 2.45973e+13 8.11091e+13 1.50744e+14 6.8546e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 23.500000000000004 30.434657650000002 30.425002000000003 1.5000000000000002 12.500000000000002 19.500000000000004 30.434657650000002 77.00500000000001 37.005000000000003 30.362552800000003 5.5000000000000009 24.500000000000004 30.278357500000002 8.5000000000000018 6.5000000000000009 40.605000000000011 30.410108300000001 30.451272450000005 4.5000000000000009 89.00500000000001 54.710000000000008 81.00500000000001 8.5000000000000018 21.500000000000004 30.425002000000003 30.434657650000002 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 15 9 11 -8 -11 -9 13 23 18 -3 17 -17 -6 21 -21 -14 -22 -13 -25 -4 27 -18 -29 -28
right_child=-2 2 25 4 14 -7 7 8 -10 10 -12 12 19 -15 -16 16 26 -19 -20 20 22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-3.111273258817449 184.95406334274736 -83631.058699544286 -28058.839462623717 -15902.636904009651 -21787.51278035482 89530.316133210552 -8552.3141799240893 6609.7702223666893 45444.021624279703 13282.790960842707 105374.4513950893 -25132.505357142858 -105404.89575788552 -18419.025330279281 -13407.081470043253 -54228.197135416667 760.73660269219499 57878.560047262326 -64974.716394217859 23767.814167212338 -33648.921461808539 -42246.489740862169 -100071.19110659248 126265.08090909092 6821.8423986486487 -81047.809788107013 -10620.955136912065 98268.54804908573 13387.638116737886 68850.417424905711
leaf_weight=3980885 321892 42 311 136 300 115 1891 473 141 1083 56 35 107 301 1007 48 4091 237 349 173 664 280 73 55 37 139 1686 254 1187 116
leaf_count=3980885 321892 42 311 136 300 115 1891 473 141 1083 56 35 107 301 1007 48 4091 237 349 173 664 280 73 55 37 139 1686 254 1187 116
internal_value=0 -14.8977 -3064.25 -1818.15 -18133.3 32403.3 569.644 -6374.1 -16390.1 1357.69 17810.6 -20356.7 -27750.9 1806.6 -25793.1 5435.97 5926.96 38997.4 -45011.4 -37504.7 -28061.8 -59708.9 -40228.1 49742.9 78228.1 -44426.5 4641.84 7947.13 28349.3 -5505.15
internal_weight=0 3.99627e+06 15387 14937 1907 251 13030 5369 2339 3030 1139 2198 1725 428 1656 7661 7619 285 649 1297 910 387 737 127 92 450 7334 5532 1441 1802
internal_count=4318164 3996272 15387 14937 1907 251 13030 5369 2339 3030 1139 2198 1725 428 1656 7661 7619 285 649 1297 910 387 737 127 92 450 7334 5532 1441 1802
is_linear=0
shrinkage=0.1


Tree=2364
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 5 0 0 5 2 3 1 3 5 1 3 5 5 3 2 5 4 0 0 1 3 0 0 0 2
split_gain=1.17164e+12 1.62049e+13 1.84191e+13 5.21628e+13 2.19955e+14 1.14198e+14 9.90271e+13 1.32539e+14 9.78886e+13 8.43047e+13 6.88673e+13 1.86546e+14 1.08552e+14 1.16284e+14 9.72418e+13 6.62648e+13 1.42071e+14 1.85147e+14 8.85323e+13 8.03398e+13 6.59624e+13 5.87208e+13 5.74444e+13 5.49575e+13 7.20928e+13 5.48775e+13 5.09567e+13 1.2243e+14 9.82994e+13 4.87384e+13
threshold=37.855187800000003 44.678200800000006 37.752451500000006 55.657530000000008 55.518428350000008 64.805000000000021 55.801980100000009 55.784980300000008 52.710000000000008 2.5000000000000004 14.500000000000002 37.832345550000007 21.500000000000004 54.035000000000004 37.792847950000002 16.500000000000004 75.015000000000015 66.990000000000023 17.500000000000004 2.5000000000000004 37.005000000000003 1.5000000000000002 55.664473600000008 55.795550600000006 37.792847950000002 15.500000000000002 55.777112100000004 55.769960200000007 55.762622900000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 10 23 -10 11 20 13 -12 15 16 17 -15 19 22 -5 -22 -17 24 -9 -11 27 28 -14 -21
right_child=-2 2 3 6 5 -7 -8 8 9 25 12 -13 26 14 -16 18 -18 -19 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4190.0458247433371 -30.247557637464539 9.2745823890842072 2287.2334162372099 6688.2075933036949 -12282.899901346102 -47594.762305052362 -1676.0996324146961 -1757.222107625628 7131.2909778225803 58838.808527638648 7070.8531461551465 29601.005355030149 -1487.4592676724039 88392.272550564245 11562.643647324616 -212088.77486328126 183759.98305479807 -114808.83510044643 78334.918909845306 15689.625591718717 -34912.342090553459 -7079.5203056459577 -23935.087163880817 -2564.995429259799 68477.586766357417 139049.03786243557 31745.832926499548 -60111.925963388931 61444.688569792539 63688.660845261795
leaf_weight=8776 3229263 1002134 25452 3292 4203 1171 19865 269 310 707 3484 1822 4713 225 1182 20 106 56 402 606 860 6392 86 939 320 97 484 341 262 325
leaf_count=8776 3229263 1002134 25452 3292 4203 1171 19865 269 310 707 3484 1822 4713 225 1182 20 106 56 402 606 860 6392 86 939 320 97 484 341 262 325
internal_value=0 89.7027 124.476 1604.73 -1594.23 -19977.4 3695.51 7604.19 28890.7 51434 5323.43 54.4803 10624.1 19506.6 33910.2 48376.1 85109.9 47896.7 38497 23053.6 -5051.15 -10380.2 -59435.8 12455.2 36400.9 68515.9 681.884 -2146.36 1826.76 32445.5
internal_weight=0 1.0889e+06 1.08012e+06 77991 30826 5374 47165 27300 2642 1114 24658 12366 12292 6492 3008 1826 387 281 1439 1037 10544 7252 106 1528 589 804 5800 5316 4975 931
internal_count=4318164 1088901 1080125 77991 30826 5374 47165 27300 2642 1114 24658 12366 12292 6492 3008 1826 387 281 1439 1037 10544 7252 106 1528 589 804 5800 5316 4975 931
is_linear=0
shrinkage=0.1


Tree=2365
num_leaves=31
num_cat=0
split_feature=3 2 0 0 5 2 5 5 5 1 5 1 0 0 0 5 5 1 0 6 5 0 0 5 5 5 0 0 5 5
split_gain=1.10327e+12 1.0322e+13 2.18505e+13 7.25817e+13 3.82568e+13 3.61862e+13 2.7275e+13 3.03385e+13 2.32736e+13 2.24458e+13 4.7057e+13 4.63194e+13 4.17996e+13 4.09402e+13 3.13498e+13 3.59138e+13 2.75904e+13 2.64609e+13 5.18349e+13 6.20582e+13 6.76251e+13 4.8878e+13 3.54553e+13 3.32703e+13 5.75796e+13 3.24597e+13 2.97403e+13 3.05014e+13 2.88041e+13 2.52806e+13
threshold=22.500000000000004 18.500000000000004 55.619594000000006 55.628356700000005 55.005000000000003 21.500000000000004 80.815000000000012 58.995000000000012 161.85000000000002 37.457850350000008 123.15000000000002 37.66934650000001 55.87722990000001 60.017447350000005 55.946414150000003 51.405000000000008 27.010000000000002 37.597123000000003 55.657530000000008 1.5000000000000002 55.405000000000008 55.860536450000005 55.695992150000002 52.020000000000003 55.005000000000003 37.005000000000003 55.769960200000007 55.695992150000002 66.50500000000001 57.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 10 14 12 16 -12 15 -5 -11 18 -18 21 22 26 -21 25 -25 -19 27 -20 -22 -28
right_child=-2 2 3 8 5 -7 -8 -9 -10 11 13 -13 -14 -15 -16 -17 17 23 19 20 28 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-3.0378540382670267 165.58642898314281 -5963.764232250267 1276.2440199699956 1306.9817690737109 41044.956673904504 111381.20156250001 74233.98511594742 -31509.341325827205 83824.220336914062 -71427.118945312497 -173803.89914314519 -2430.6133445622827 -5607.5675645707051 7032.7360863095237 -1319.933724789046 -31871.953991261114 120312.35111369682 97506.040115282012 13399.047777920083 -50750.136155523258 -121033.75294117648 138530.33321265245 58873.072992852394 210794.90214146205 56812.521656874364 -3424.1221517496178 -19784.332861328126 111136.9130159748 -30278.834122721357 38575.154292776293
leaf_weight=3927008 368079 9025 276 544 179 76 126 85 32 28 31 5416 598 21 4638 815 47 41 61 43 68 41 94 28 183 143 162 67 72 137
leaf_count=3927008 368079 9025 276 544 179 76 126 85 32 28 31 5416 598 21 4638 815 47 41 61 43 68 41 94 28 183 143 162 67 72 137
internal_value=0 -15.4298 -2124.16 341.857 30780.9 48255.8 35954.4 17684.7 -1355.05 -1560.33 -6055.01 2200.67 16035.8 -100774 -5233.7 -18590.6 26688.2 29002.7 18458.5 12032.8 -25482.2 34237.2 24465.8 50144.4 77246.2 19065.8 24223.1 64558.7 -74359.8 6955.63
internal_weight=0 3.95008e+06 23077 14052 742 466 390 264 13310 13278 6049 7229 1813 52 5997 1359 1215 1187 792 745 277 468 137 395 211 184 427 128 140 299
internal_count=4318164 3950085 23077 14052 742 466 390 264 13310 13278 6049 7229 1813 52 5997 1359 1215 1187 792 745 277 468 137 395 211 184 427 128 140 299
is_linear=0
shrinkage=0.1


Tree=2366
num_leaves=31
num_cat=0
split_feature=0 1 0 5 2 3 5 1 5 5 5 3 3 1 3 5 5 1 5 1 5 3 1 5 3 3 3 0 1 0
split_gain=1.06583e+12 1.26946e+13 4.64888e+13 4.94425e+13 2.69745e+13 2.88951e+13 7.99419e+13 9.36655e+13 5.95583e+13 3.4e+13 2.81907e+13 2.52247e+13 4.38944e+13 3.4411e+13 3.35236e+13 3.01998e+13 2.46465e+13 6.10965e+13 4.32682e+13 2.37369e+13 5.3029e+13 3.0055e+13 4.44894e+13 2.31221e+13 2.20339e+13 2.03023e+13 1.99333e+13 1.9809e+13 1.79998e+13 1.67907e+13
threshold=57.581016350000006 56.135466100000009 58.049540950000008 52.990000000000002 2.5000000000000004 18.500000000000004 87.395000000000024 59.76223980000001 116.06000000000002 53.005000000000003 132.05000000000004 5.5000000000000009 7.5000000000000009 56.249874400000003 9.5000000000000018 93.00500000000001 66.990000000000023 57.550671000000001 100.05000000000001 54.845880150000006 78.710000000000022 10.500000000000002 55.957851400000003 120.05000000000001 15.500000000000002 16.500000000000004 13.500000000000002 57.945214300000011 56.249874400000003 58.049540950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 -3 -5 6 -6 10 9 -7 11 28 -13 14 -14 -15 -4 18 25 -2 21 22 27 -9 -17 -18 -12 -21 -8 -24
right_child=1 2 16 4 5 8 7 23 -10 -11 26 12 13 15 -16 24 17 -19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-19.848848752387987 42.90872149209676 1012.1409332665748 106.08714061798077 943.90054409250376 11041.838701692912 89017.206998005335 55869.750890625 6950.0708907453991 -87519.406510416666 3091.8676923303437 138086.1912591315 155390.06090353263 -42925.921687499998 179868.3154233871 48575.821965854324 104000.28435899079 -19595.283239402517 -2492.5917981542898 -107312.20208629261 -36144.104772607425 -37266.036686808678 -16318.604338827658 6225.0524893127149 -68631.936214556015 6992.4034745065792 -74766.36405707465 38229.187673611115 -6645.5392375745278 -57377.066558837891 36204.086014282228
leaf_weight=3723780 520652 20451 26321 3178 6451 47 25 146 72 2280 77 46 50 31 201 61 906 5334 66 250 493 1439 2836 56 38 72 27 2546 32 200
leaf_count=3723780 520652 20451 26321 3178 6451 47 25 146 72 2280 77 46 50 31 201 61 906 5334 66 250 493 1439 2836 56 38 72 27 2546 32 200
internal_value=0 124.352 1432.32 4064.13 8933.56 11567.5 14718.8 44744.1 2055.8 4827.36 64926.1 54776.3 63117.2 51976.6 30348.4 93735.7 -1245.37 -6822.61 -28945.5 -38.9364 -5527.45 -3375.46 -181.842 -14003.4 66764.9 -23657 112162 -9283.11 -7707.41 8199.96
internal_weight=0 594384 65968 33269 12818 9640 7241 790 2399 2327 588 484 427 381 251 130 32699 6378 1044 528416 7764 7271 5832 202 99 978 104 2796 57 3036
internal_count=4318164 594384 65968 33269 12818 9640 7241 790 2399 2327 588 484 427 381 251 130 32699 6378 1044 528416 7764 7271 5832 202 99 978 104 2796 57 3036
is_linear=0
shrinkage=0.1


Tree=2367
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 3 6 5 5 5 1 5 1 3 3 1 1 0 6 3 5 3 1 1 6 0 1 3 3
split_gain=1.15721e+12 1.39233e+13 1.00097e+14 1.07375e+14 1.52455e+14 2.63739e+14 1.30929e+14 9.42357e+13 9.12378e+13 7.77615e+13 9.25234e+13 7.52335e+13 7.25401e+13 6.42858e+13 9.87169e+13 9.84865e+13 7.67314e+13 7.52963e+13 2.70287e+14 7.87753e+13 7.68006e+13 6.39277e+13 6.05972e+13 6.46177e+13 6.92818e+13 6.23587e+13 8.77538e+13 1.27019e+14 8.57111e+13 1.31346e+14
threshold=55.576287050000012 55.518428350000008 37.559851850000008 37.503486000000002 17.500000000000004 55.551692500000009 13.500000000000002 1.5000000000000002 22.030000000000005 80.00500000000001 86.810000000000016 37.516458750000005 35.985000000000007 36.761894450000007 10.500000000000002 4.5000000000000009 37.487839250000007 37.487839250000007 55.56564190000001 1.5000000000000002 16.500000000000004 57.705000000000005 7.5000000000000009 37.098288800000006 37.214886200000009 1.5000000000000002 55.56564190000001 37.457850350000008 17.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 7 -7 11 -9 13 -11 -5 -8 14 -3 16 -15 22 20 -20 -19 -21 23 -17 -25 28 27 -27 29 -24
right_child=-2 2 -4 4 -6 6 12 8 -10 10 -12 -13 -14 15 -16 17 -18 18 19 21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=6.529402143385842 -57.87495013779558 -41553.222016491549 -2163.5532104346362 -56464.394780127681 -212.41080772548617 -39320.185776909719 16975.665462567729 -19728.638991038006 33066.574803407908 -38869.612227587968 2748.3237691073241 6199.5091977618995 99819.721614356022 24149.113438865403 71049.689042968748 4743.1180287176212 102030.29263831564 45824.700279842014 -76636.335648644977 -53756.040352768279 -24689.497091238838 25565.943742622127 -2249.3107349692177 -101517.2873021344 -17290.100349437573 12735.295511344095 -1435.944983539689 63928.856983419639 -16907.23187294347 20701.696916528483
leaf_weight=2335229 1919283 577 34294 268 3386 90 124 384 2218 966 1195 672 716 619 90 526 159 584 546 230 210 182 5894 153 270 1272 1241 783 1681 4322
leaf_count=2335229 1919283 577 34294 268 3386 90 124 384 2218 966 1195 672 716 619 90 526 159 584 546 230 210 182 5894 153 270 1272 1241 783 1681 4322
internal_value=0 46.3043 1505.54 5791.53 15795 27915.2 75308.7 15471.3 25275.1 2135.36 -15855.5 -11666.4 87590.4 4145.72 -26359.4 5235.42 40065.7 3721.06 -15968.9 -51726.9 27174.8 -18715.7 5858.15 -18657.1 -47755.3 7389.44 19561.2 32241.2 4017.34 7460.39
internal_weight=0 2.39888e+06 63652 29358 7858 4472 930 3542 2602 21500 2161 940 840 19339 667 18672 778 17894 1752 958 794 412 16142 949 423 15193 3296 2055 11897 10216
internal_count=4318164 2398881 63652 29358 7858 4472 930 3542 2602 21500 2161 940 840 19339 667 18672 778 17894 1752 958 794 412 16142 949 423 15193 3296 2055 11897 10216
is_linear=0
shrinkage=0.1


Tree=2368
num_leaves=31
num_cat=0
split_feature=3 6 1 5 0 0 4 5 1 5 5 5 5 5 5 1 1 0 5 1 1 2 5 1 1 5 0 1 0 1
split_gain=1.13611e+12 7.04807e+12 1.33882e+13 4.34329e+13 7.27134e+12 1.01728e+13 7.82053e+12 1.08309e+13 1.22521e+13 1.3331e+13 2.20515e+13 2.19999e+13 1.94797e+13 7.70427e+12 7.59803e+12 1.5152e+13 1.9713e+13 3.33827e+13 1.12775e+13 9.93667e+12 9.53446e+12 1.12874e+13 1.18095e+13 7.81235e+12 1.06892e+13 2.33608e+13 9.0782e+12 6.93264e+12 9.4458e+12 3.66851e+13
threshold=2.5000000000000004 1.5000000000000002 34.359746700000009 71.00500000000001 47.249522000000006 47.297889100000013 2.5000000000000004 52.710000000000008 30.305955500000003 55.005000000000003 59.810000000000009 70.00500000000001 58.040000000000006 62.015000000000008 102.01000000000001 45.148007750000012 37.998366300000008 44.874285750000006 101.05000000000001 37.098288800000006 37.436176200000013 1.5000000000000002 65.50500000000001 38.92948375000001 38.959914000000005 132.05000000000004 45.133160800000006 38.633372000000001 44.982728700000003 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 -6 7 -7 9 -9 12 13 -11 -12 18 16 17 -16 20 -19 21 -3 -23 26 25 -25 -18 28 -22 -30
right_child=-2 4 -4 -5 5 6 -8 8 -10 10 11 -13 -14 -15 15 -17 23 19 -20 -21 27 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=28227.126542954218 -8.4104894644114534 13529.575393183442 8581.5843249640056 -132561.24871651788 11660.416185445491 436.09650288673504 2169.5049712410905 -48109.060062500008 -4891.3535686297419 38796.936908482145 -6215.4241629464286 64000.063168440189 148609.86103050594 -80397.959040178568 60964.945263671878 -24513.564038496261 73469.63721946023 88.738632812500001 -62685.412626953126 -81835.690981359658 -859.60857048593334 2857.5884149424237 -32099.810891294877 -109759.87859375001 21190.14955850341 39568.534992009947 3521.0992745535718 -1076.3921261733528 -32548.837157716858 -2413.9838377648607
leaf_weight=42 4205107 897 1617 28 838 52659 22529 25 5795 70 28 29 21 28 32 119 55 20 30 57 2185 480 121 20 454 22 28 22729 546 1553
leaf_count=42 4205107 897 1617 28 838 52659 22529 25 5795 70 28 29 21 28 32 119 55 20 30 57 2185 480 121 20 454 22 28 22729 546 1553
internal_value=0 312.825 6728.07 -36088.2 215.648 698.982 585.836 -22.4413 -4049.48 20222.4 29928.5 -6696.15 64138.4 -43306.7 -1135.18 8433.66 14132.4 -24880.6 -1405.74 -60556.6 -1341.26 6424.3 -4180.42 21476.8 16725.1 -31540.2 49872.5 -1771.89 -5461.91 -10252.8
internal_weight=0 113057 1687 70 111370 82022 81184 58655 5996 201 176 85 91 56 29348 807 688 109 28541 77 28511 1498 601 579 496 42 83 27013 4284 2099
internal_count=4318164 113057 1687 70 111370 82022 81184 58655 5996 201 176 85 91 56 29348 807 688 109 28541 77 28511 1498 601 579 496 42 83 27013 4284 2099
is_linear=0
shrinkage=0.1


Tree=2369
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 5 0 6 3 3 5 1 5 2 0 0 5 3 3 6 3 3 3 0 6 0 1 0 0
split_gain=1.06221e+12 8.89605e+12 1.86262e+13 1.84218e+13 2.17718e+13 1.53053e+14 4.72971e+13 2.57818e+13 9.27127e+13 1.95752e+14 9.94206e+13 6.47435e+13 3.8243e+13 4.06567e+13 3.10151e+13 2.59121e+13 6.64385e+13 3.89425e+13 6.38854e+13 5.46556e+13 3.87243e+13 3.30501e+13 5.94546e+13 1.12004e+14 1.27784e+14 1.5343e+14 1.4809e+14 1.17364e+14 1.57936e+14 1.61488e+14
threshold=30.305955500000003 30.259484550000003 59.755965500000009 4.5000000000000009 60.052595500000002 60.042666650000008 58.995000000000012 60.017447350000005 1.5000000000000002 19.500000000000004 5.5000000000000009 61.845000000000006 30.278357500000002 78.010000000000005 10.500000000000002 59.853570100000006 59.863160500000006 34.605000000000011 24.500000000000004 9.5000000000000018 1.5000000000000002 24.500000000000004 11.500000000000002 15.500000000000002 59.950068600000009 1.5000000000000002 59.982527000000012 30.278357500000002 59.990816400000007 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 15 -9 10 -10 -11 13 -12 -13 17 -17 18 19 -5 -21 22 -18 24 -24 -26 -27 -25 29 -29
right_child=-2 2 3 4 -6 6 -8 8 9 11 12 14 -14 -15 -16 16 21 -19 -20 20 -22 -23 23 27 25 26 -28 28 -30 -31
leaf_value=112.28729349011287 10.132972997050882 -43347.828456301111 6874.897120474976 3155.826512166162 3443.6209805620747 -54403.367471863799 -153505.64479166668 -42356.358793197782 102507.59963905485 73924.355078125009 21126.171967427381 126307.07067187502 -8479.7048095919945 168078.29832031252 273970.62083333335 -34442.040328950192 -860.25056684862523 -253.30112383239748 -78857.359385742195 42746.506283881077 121496.50343666889 13919.433689841091 52161.246045590757 -29253.178248310651 -98615.725427431054 75538.924697875977 -40123.117814470417 101579.10352201917 15830.30879445175 -70526.847788387357
leaf_weight=138955 4145141 107 2406 227 5614 244 60 307 102 87 321 25 1126 20 33 729 12940 2500 50 186 94 1010 146 1368 396 128 819 63 2555 405
leaf_count=138955 4145141 107 2406 227 5614 244 60 307 102 87 321 25 1126 20 33 729 12940 2500 50 186 94 1010 146 1368 396 128 819 63 2555 405
internal_value=0 -242.757 -1690.9 -1559.65 -2202.77 -3424.72 -73963 -2588.29 8252.06 17316.7 7043.15 128484 405.535 29745.1 210323 -3515.98 -4793.29 5074.18 28985.7 39621.1 69184 -3703.33 -4649.07 -12987.1 -36687.8 -46346.7 -24489.8 -4950.08 6047.82 -47358.7
internal_weight=0 173023 34068 33961 31555 25941 304 25637 2021 1714 1569 145 1467 341 58 23616 20559 3057 557 507 280 19830 18820 5880 1489 1343 947 4391 3023 468
internal_count=4318164 173023 34068 33961 31555 25941 304 25637 2021 1714 1569 145 1467 341 58 23616 20559 3057 557 507 280 19830 18820 5880 1489 1343 947 4391 3023 468
is_linear=0
shrinkage=0.1


Tree=2370
num_leaves=31
num_cat=0
split_feature=0 5 2 5 0 1 1 2 5 3 4 3 6 3 3 0 1 1 1 3 1 4 0 0 1 6 5 5 0 0
split_gain=1.13618e+12 1.30473e+13 2.63999e+13 2.01315e+13 3.08925e+13 2.48414e+13 8.70592e+13 4.45759e+13 3.70057e+13 3.29593e+13 6.70763e+13 2.55142e+13 2.58124e+13 2.24451e+13 4.85587e+13 6.2503e+13 5.15044e+13 3.73372e+13 2.77851e+13 8.53685e+13 8.84018e+13 6.0589e+13 4.67469e+13 1.60724e+14 5.31779e+13 4.77886e+13 4.53666e+13 3.95474e+13 4.80299e+13 3.20488e+13
threshold=59.896318000000008 46.010000000000012 9.5000000000000018 33.005000000000003 59.963407450000012 30.410108300000001 30.362552800000003 4.5000000000000009 42.605000000000011 11.500000000000002 1.5000000000000002 14.500000000000002 1.5000000000000002 16.500000000000004 14.500000000000002 59.916647550000008 30.305955500000003 30.323743050000001 30.315880100000005 5.5000000000000009 30.323743050000001 1.5000000000000002 59.916647550000008 59.939091550000008 30.332994000000003 1.5000000000000002 42.895000000000003 41.995000000000012 59.932719750000011 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 13 8 -8 -9 11 12 -11 14 18 16 -16 -15 -5 20 26 22 25 24 -24 -21 -20 -23 -29 -25
right_child=1 -3 -4 4 -6 -7 7 9 -10 10 -12 -13 -14 17 15 -17 -18 -19 19 21 -22 27 23 29 -26 -27 -28 28 -30 -31
leaf_value=-14.558019834052633 -359.38030309128391 -406.63431405522419 -1138.771944185248 9821.9766582745142 1357.3909893269965 1617.6060803852415 33816.716077786958 70256.109071986517 -14914.55200916403 -39687.862418679637 -88464.567063210241 116683.09104406185 99325.899259810016 16953.411490969713 -40764.177123235888 -25389.554999426851 119392.55513980263 -49772.602082772093 7793.5146920536345 -20805.509320703128 51683.565094482983 109567.26041666669 -241997.15042339126 -35313.514433797201 -101150.0334220467 35462.205495740425 -104716.30802083334 53836.264429804105 -93551.492116477282 21442.785923365544
leaf_weight=3996272 31231 173886 45344 5831 50763 8083 455 398 237 34 44 44 22 2323 31 886 57 87 89 625 437 57 38 288 91 199 60 67 33 152
leaf_count=3996272 31231 173886 45344 5831 50763 8083 455 398 237 34 44 44 22 2323 31 886 57 87 89 625 437 57 38 288 91 199 60 67 33 152
internal_value=0 180.737 870.815 1758.41 2684.35 5943.53 8721.95 33947.5 17127 55423.1 14426.4 59698.4 14924.7 5979.61 3670.96 -17406 62973.7 14544.6 6247.71 -3509.58 29004 -15801.8 -22439.3 -44484.2 -142640 -7216.58 -37512.5 43090.2 5198.3 -15706.8
internal_weight=0 321892 148006 102662 71431 20668 12585 1234 692 542 144 100 56 11351 8941 974 88 2410 7967 2136 586 1550 1393 569 129 824 149 157 100 440
internal_count=4318164 321892 148006 102662 71431 20668 12585 1234 692 542 144 100 56 11351 8941 974 88 2410 7967 2136 586 1550 1393 569 129 824 149 157 100 440
is_linear=0
shrinkage=0.1


Tree=2371
num_leaves=31
num_cat=0
split_feature=1 2 5 5 5 5 0 3 3 0 3 6 5 4 5 5 0 0 4 0 5 5 0 5 3 3 2 2 5 5
split_gain=1.11688e+12 1.92213e+13 2.72925e+13 1.97613e+13 2.22785e+13 1.4916e+13 2.88284e+13 4.26347e+13 4.96711e+13 3.21313e+13 2.86057e+13 2.42023e+13 2.39909e+13 2.44363e+13 2.15946e+13 1.74548e+13 1.69417e+13 3.59396e+13 4.68303e+13 3.00288e+13 2.87616e+13 1.89669e+13 1.46322e+13 2.65635e+13 1.71487e+13 1.45588e+13 1.36525e+13 1.36051e+13 1.2935e+13 2.34586e+13
threshold=30.226173900000003 17.500000000000004 118.33500000000002 116.06000000000002 112.04500000000002 51.405000000000008 59.932719750000011 19.500000000000004 20.500000000000004 60.003414000000006 19.500000000000004 1.5000000000000002 94.040000000000006 3.5000000000000004 55.405000000000008 90.015000000000015 60.035045000000004 60.029906750000002 2.5000000000000004 60.017447350000005 81.00500000000001 60.905000000000008 59.863160500000006 74.610000000000014 23.500000000000004 23.500000000000004 21.500000000000004 20.500000000000004 55.405000000000008 56.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 10 9 11 -8 -7 14 15 -14 -9 16 17 19 26 20 25 28 24 -24 -12 -10 -19 -23 -18 -30
right_child=-2 2 -4 -5 -6 6 7 8 12 -11 22 -13 13 -15 -16 -17 21 18 -20 -21 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-596.13555052923971 8.0818678979053082 2254.819524755118 -72129.232794744326 103800.92232142857 -93814.507315340918 89612.441688368053 44316.55213541667 86575.807142857157 -35149.592064144737 -84759.651757812506 17616.947170873857 32650.44483309659 116608.6709201389 -10519.426915922619 225431.34531250002 -64565.105027173915 -216.80126684346328 97913.407663690479 213764.10025000002 -89402.411221590912 136274.75312500002 -104405.56470170454 -449.20776327809983 -69974.235529346959 -20221.282658617427 36019.736695577332 -16114.417689732143 -8092.5782670454546 118965.59545288087 7961.0233317923039
leaf_weight=102056 4211803 2544 44 21 22 36 30 21 38 54 437 22 54 21 24 23 109 21 25 22 24 22 186 78 165 118 21 44 32 47
leaf_count=102056 4211803 2544 44 21 22 36 30 21 38 54 437 22 54 21 24 23 109 21 25 22 24 22 186 78 165 118 21 44 32 47
internal_value=0 -320.035 6225.31 7034.42 6555.15 7078.65 14409.5 28594.4 36805.8 -38661 2268.96 118608 27980.1 81012.8 160632 20695.4 24444.9 41934.1 105401 20883.1 34362.4 5922.99 -1361.95 -20990.7 7246 18683.6 40899.5 -40196.9 22114 52924.9
internal_weight=0 106361 4305 4261 4240 4218 1674 772 688 84 902 67 621 75 45 546 523 269 67 202 180 254 866 264 602 156 42 66 188 79
internal_count=4318164 106361 4305 4261 4240 4218 1674 772 688 84 902 67 621 75 45 546 523 269 67 202 180 254 866 264 602 156 42 66 188 79
is_linear=0
shrinkage=0.1


Tree=2372
num_leaves=31
num_cat=0
split_feature=5 5 2 6 1 1 1 1 0 3 1 3 1 0 2 2 0 3 3 0 1 0 5 1 6 1 3 0 3 0
split_gain=1.10052e+12 1.3889e+13 2.14793e+13 2.75364e+13 2.94766e+13 2.95674e+13 1.98961e+13 4.91517e+13 4.0221e+13 3.84049e+13 4.61015e+13 3.65514e+13 3.86347e+13 4.89413e+13 3.24254e+13 3.18287e+13 2.98123e+13 3.82085e+13 2.82369e+13 2.79937e+13 2.73616e+13 2.53445e+13 2.51079e+13 3.14036e+13 2.50929e+13 3.1459e+13 3.6266e+13 2.53357e+13 2.38711e+13 2.29157e+13
threshold=62.385000000000012 62.995000000000012 13.500000000000002 1.5000000000000002 37.362912300000012 37.615058950000012 37.642309100000013 30.332994000000003 59.950068600000009 21.500000000000004 37.712318250000003 17.500000000000004 37.417247200000006 55.777112100000004 3.5000000000000004 11.500000000000002 55.87722990000001 4.5000000000000009 15.500000000000002 55.628356700000005 30.323743050000001 55.975961550000008 62.710000000000008 30.102666750000001 1.5000000000000002 30.243224600000001 9.5000000000000018 59.755965500000009 23.500000000000004 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 8 22 -8 -11 16 -13 14 -14 20 17 19 -19 -9 -10 -18 24 -24 -2 27 -27 -26 -12 -16
right_child=1 -3 3 4 5 -7 9 11 15 10 28 12 13 -15 29 -17 21 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-29.412202296099043 -34165.864754264192 43.405436369081798 2012.8549096641452 10733.912066213292 -113599.71294389205 -27834.206080571657 5107.2932570357589 32894.478302001953 22250.228562004519 143643.52414981619 -15171.133294480847 -8304.5972462362297 74625.295260416679 -103580.06380709136 -18627.32451204427 147245.94332932692 -57017.459286644349 -2798.1362761737969 44422.40478092448 181482.45669642859 97132.906277412287 -9182.7778044188381 64644.281848565472 -5714.1996463448668 34817.305642700383 -1306.5433206865864 154270.4596713362 -49364.412615740745 33963.878933178014 -136812.18065476191
leaf_weight=3223874 251 1078400 1277 192 44 465 9501 32 339 34 124 317 30 130 75 26 126 813 150 21 57 916 116 140 64 31 29 81 488 21
leaf_count=3223874 251 1078400 1277 192 44 465 9501 32 339 34 124 317 30 130 75 26 126 813 150 21 57 916 116 140 64 31 29 81 488 21
internal_value=0 86.6509 3021.57 -6729 -22653.9 -35248.1 4407.9 -1800.44 15603.2 6711.48 30305 -9301.67 -31639.3 -60534.2 -16121.8 40065.9 -3082.31 9106.53 4557.09 91769 33028.8 -14967 1104.28 26167 -12966 12990.9 73889 -12208.3 24008.4 -44480.3
internal_weight=0 1.09429e+06 15890 1978 701 509 13912 3765 1134 10147 646 2631 573 256 126 422 2058 1016 963 53 396 1042 712 256 456 205 60 145 612 96
internal_count=4318164 1094290 15890 1978 701 509 13912 3765 1134 10147 646 2631 573 256 126 422 2058 1016 963 53 396 1042 712 256 456 205 60 145 612 96
is_linear=0
shrinkage=0.1


Tree=2373
num_leaves=31
num_cat=0
split_feature=5 5 1 1 5 1 1 0 1 1 0 3 1 3 2 0 1 4 1 0 1 0 3 0 0 1 2 3 1 0
split_gain=1.03571e+12 7.63328e+12 2.82199e+13 4.15782e+13 4.73078e+13 8.20408e+13 7.4109e+13 5.96906e+13 5.58934e+13 8.19553e+13 4.63542e+13 3.96723e+13 3.92825e+13 5.60224e+13 5.11748e+13 4.81923e+13 3.88913e+13 4.64142e+13 4.27434e+13 3.80168e+13 3.95866e+13 4.05013e+13 4.05016e+13 3.70252e+13 3.66987e+13 3.6735e+13 4.18179e+13 3.57608e+13 3.54067e+13 4.52696e+13
threshold=89.00500000000001 86.02500000000002 82.95335685000002 30.332994000000003 87.395000000000024 37.362912300000012 82.945329900000004 55.030402950000003 39.047276750000002 82.911991800000024 55.025681450000008 7.5000000000000009 82.888608650000023 20.500000000000004 11.500000000000002 55.039751500000008 65.565203050000022 2.5000000000000004 65.520339550000017 55.899899800000007 30.362552800000003 59.834458500000004 13.500000000000002 57.117834900000013 43.514103700000014 39.925119750000007 4.5000000000000009 4.5000000000000009 37.39371280000001 55.806974650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 27 8 -8 19 11 -11 24 16 -14 15 -15 18 -18 28 -5 21 -21 -23 -20 -10 26 -26 -6 29 -7
right_child=-2 2 -4 4 5 12 7 -9 9 10 -12 -13 13 14 -16 -17 17 -19 23 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.3622772986389329 -211.02821846400644 -7233.2690806137152 -543.35281325111907 6771.3001853065043 59727.726242375502 28893.152241847827 214043.80572916666 42662.451917472725 -14276.263895280395 47514.037511355382 -31885.655077041534 13911.111220621184 1524.3285356600325 33982.827307444612 4105.7433369322598 127729.24564490687 -92545.068554687503 -16283.371241897858 93248.092012817389 -90198.290086206907 -16549.031834749956 19024.203660124491 129950.91440686677 15254.613029097331 51915.918979561618 29950.597485963397 151274.20763377062 14282.899724911238 -2764.5434464808313 -91556.765431701031
leaf_weight=4013628 220685 3429 50280 4476 187 46 30 63 146 86 507 4309 945 116 161 104 95 499 75 29 1583 246 38 323 211 1006 53 2339 12372 97
leaf_count=4013628 220685 3429 50280 4476 187 46 30 63 146 86 507 4309 945 116 161 104 95 499 75 29 1583 246 38 323 211 1006 53 2339 12372 97
internal_value=0 11.3657 955.669 3200.79 4387.78 988.131 9004.42 97946.8 8352.6 15017.6 -20370.7 18683.1 -1848.84 14575.7 46947.2 78299.3 -3461.26 -28480.1 -2310.39 1744.12 -10123.8 22371.7 33866.5 29951.9 33204.6 38663.1 71862.8 17647.2 -3336.38 -52810.6
internal_weight=0 4.09748e+06 83851 33571 30142 17359 12783 93 12690 6318 593 5725 14833 1326 381 220 13507 594 12913 6372 1896 313 284 398 1416 1270 264 2526 12515 143
internal_count=4318164 4097479 83851 33571 30142 17359 12783 93 12690 6318 593 5725 14833 1326 381 220 13507 594 12913 6372 1896 313 284 398 1416 1270 264 2526 12515 143
is_linear=0
shrinkage=0.1


Tree=2374
num_leaves=31
num_cat=0
split_feature=2 3 5 1 2 5 6 3 5 5 4 1 1 0 0 5 2 0 5 5 4 1 0 0 5 2 2 5 0 5
split_gain=9.88771e+11 3.70254e+12 5.56452e+12 6.95307e+12 6.04906e+12 7.07413e+12 4.55559e+12 3.93682e+12 9.80195e+12 1.32994e+13 4.91373e+12 7.33625e+12 4.90105e+12 4.87249e+12 7.96856e+12 4.72293e+12 5.13518e+12 5.73683e+12 4.61147e+12 2.18607e+13 8.1744e+12 8.79145e+12 7.34373e+12 9.55187e+12 1.40998e+13 1.61114e+13 7.43733e+12 6.67489e+12 1.72092e+13 1.59483e+13
threshold=27.500000000000004 29.500000000000004 36.005000000000003 37.615058950000012 28.500000000000004 57.405000000000008 1.5000000000000002 32.500000000000007 98.020000000000024 93.00500000000001 3.5000000000000004 60.528664650000003 37.275078000000001 54.725565150000001 55.455204450000004 83.010000000000005 28.500000000000004 55.695992150000002 72.705000000000013 73.405000000000015 2.5000000000000004 37.620907050000007 59.834458500000004 55.885524800000006 95.020000000000024 31.500000000000004 29.500000000000004 79.730000000000018 55.87722990000001 78.710000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4 8 9 12 13 -12 -3 -9 -15 -14 -17 -18 20 -20 -16 -22 23 27 25 26 -25 28 29 -21
right_child=1 7 3 4 -6 -7 -8 10 -10 -11 11 -13 15 14 18 16 17 -19 19 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.7617155813946654 61313.095865531592 26459.594249131944 5042.4664062500005 11129.771849524457 -11591.652539062501 87264.703230168278 -44293.878240740742 -37892.645256347656 -55456.164464285714 62906.480948368197 80538.132597656251 -2273.6783967391307 -5727.0184111885847 63996.601395089288 2955.8946803768545 48181.555563446978 -37689.355048076926 17112.60560845269 -80643.529437934034 21620.687625925166 67793.8076171875 10723.029191570973 -49430.696302083335 33423.596533829128 -14900.401458662976 -5026.1755619840806 93087.19913194445 1240.0210022806471 -96027.520862268517 -48008.144908405171
leaf_weight=4312319 23 54 61 23 22 26 27 30 35 31 20 23 1519 21 2867 33 26 72 36 76 40 83 30 39 79 53 45 366 27 58
leaf_count=4312319 23 54 61 23 22 26 27 30 35 31 20 23 1519 21 2867 33 26 72 36 76 40 83 30 39 79 53 45 366 27 58
internal_value=0 1299.76 15339.1 8688.72 31969.7 51527.9 -10094.8 848.554 -3061.7 -2004.75 2626.4 36243.4 -3185.65 2250.94 2566.2 -4155.86 14062.4 2573.31 2226.63 -4471.39 4038.9 29282.6 -923.921 1034.63 18745 38146.4 65386.2 -6224.28 -23192.8 -8517.17
internal_weight=0 5845 182 159 71 49 88 5663 1770 1735 3893 43 1704 3850 3820 1650 131 98 3799 809 2990 123 773 743 216 137 84 527 161 134
internal_count=4318164 5845 182 159 71 49 88 5663 1770 1735 3893 43 1704 3850 3820 1650 131 98 3799 809 2990 123 773 743 216 137 84 527 161 134
is_linear=0
shrinkage=0.1


Tree=2375
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 3 3 5 1 5 1 4 5 5 3 6 3 3 3 6 0 5 0 5 5 5 0 0 3 5
split_gain=9.86201e+11 1.4074e+13 6.10295e+13 5.28222e+13 6.23316e+13 6.46095e+13 5.12157e+13 4.58739e+13 4.56107e+13 3.27181e+13 2.6954e+13 2.16243e+13 2.16073e+13 1.89685e+13 1.80461e+13 3.44994e+13 4.77268e+13 3.06232e+13 2.79459e+13 2.8428e+13 2.04634e+13 1.77283e+13 2.87746e+13 4.32293e+13 3.05581e+13 1.59261e+13 1.56013e+13 1.5332e+13 1.42396e+13 1.40607e+13
threshold=57.945214300000011 58.049540950000008 56.135466100000009 82.00500000000001 18.500000000000004 5.5000000000000009 7.5000000000000009 116.06000000000002 56.249874400000003 91.050000000000011 59.76223980000001 2.5000000000000004 37.305000000000007 88.015000000000015 15.500000000000002 1.5000000000000002 8.5000000000000018 9.5000000000000018 23.500000000000004 1.5000000000000002 58.000519000000004 87.00500000000001 58.000519000000004 92.035000000000011 132.05000000000004 68.00500000000001 58.000519000000004 58.000519000000004 25.500000000000004 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 10 5 11 27 13 -8 28 12 -5 -4 -6 15 16 29 20 19 25 -18 -10 24 -24 -23 -16 -11 -7 -2 -14
right_child=1 -3 3 4 7 6 8 -9 21 26 -12 -13 14 -15 18 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-17.565562767251365 -2777.3275097322639 -6.116451599487859 -1538.471539074812 -118429.4226464844 30921.987507807546 65129.844769965275 22138.174359065815 -78744.265454101565 31566.37378417969 -86497.409404793434 -13051.736506224515 -7689.0742341521609 40891.41669853474 -8225.0698942717136 -2253.8639608063045 7137.9411541328727 -65829.728248073632 24496.1721772007 12874.6879072265 11203.122056051227 1530.4091345835541 79150.51018518518 182571.89073016829 40850.40142734375 234232.369140625 -18010.420220056403 -26075.361148563508 148210.15060277478 -32565.220611459932 81012.62675625
leaf_weight=3804212 10378 481374 4479 20 197 36 563 72 80 59 912 149 290 333 2836 6772 73 398 1941 1340 118 27 26 125 24 829 155 58 163 125
leaf_count=3804212 10378 481374 4479 20 197 36 563 72 80 59 912 149 290 333 2836 6772 73 398 1941 1340 118 27 26 125 24 829 155 58 163 125
internal_value=0 130.018 2141.55 5180.03 22053 36125.9 46370.4 -3848.68 38581 -4023.83 3745.49 -20794.4 4543.32 6325.82 6393.63 9702.64 27001.6 8700.33 2689.22 -1260.82 -24214.6 71408.2 87187.2 65252.8 152130 -5817.9 -42733.8 116392 -3237.95 52976.1
internal_weight=0 513952 32578 21823 1710 1108 939 602 845 10755 20113 169 19201 530 14722 7776 1004 589 6946 5005 191 282 202 151 51 3665 214 94 10541 415
internal_count=4318164 513952 32578 21823 1710 1108 939 602 845 10755 20113 169 19201 530 14722 7776 1004 589 6946 5005 191 282 202 151 51 3665 214 94 10541 415
is_linear=0
shrinkage=0.1


Tree=2376
num_leaves=31
num_cat=0
split_feature=0 3 3 1 5 1 5 0 1 5 0 5 4 5 1 5 5 1 0 1 1 5 1 0 0 5 0 0 1 0
split_gain=1.05498e+12 1.19932e+13 2.28297e+13 2.27645e+13 6.87436e+13 6.05467e+13 6.45107e+13 5.50997e+13 5.20986e+13 7.31613e+13 1.08954e+14 4.90528e+13 4.40584e+13 4.17099e+13 3.95904e+13 3.63681e+13 3.61281e+13 1.19725e+14 1.1443e+14 1.0238e+14 1.61184e+14 6.23308e+13 6.1793e+13 6.17206e+13 1.0664e+14 8.04365e+13 5.85844e+13 1.10629e+14 7.15314e+13 5.54759e+13
threshold=55.576287050000012 7.5000000000000009 9.5000000000000018 39.787929450000007 31.795000000000005 38.781124500000011 66.50500000000001 55.812836050000008 39.899261850000009 94.040000000000006 57.60800230000001 128.92000000000004 2.5000000000000004 95.020000000000024 40.247294600000011 69.015000000000015 87.00500000000001 30.370618100000005 59.755965500000009 37.342273500000012 37.436176200000013 95.020000000000024 37.275078000000001 55.74310830000001 55.784980300000008 88.015000000000015 55.674875350000008 55.762622900000004 37.098288800000006 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 11 -7 13 9 -5 -11 16 -9 -8 15 -10 -6 18 -18 22 21 29 26 -22 -25 -26 -19 28 -28 -21
right_child=1 2 -4 8 5 6 7 12 14 10 -12 -13 -14 -15 -16 -17 17 19 -20 20 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=44.211700501410455 337.07890393100934 4640.4208726798124 13.684060887863589 7305.35291433768 -2319.6585006464975 -8265.4760391368181 35453.983623001666 -85971.900539510767 -4897.4612207960763 -48811.866134982643 119618.1497470483 -35919.779456474076 -30416.158448543105 -96729.035884673023 -209.57978927324604 -25386.573634072884 -63357.835174560547 -140560.05712209301 28695.686005713116 102720.20949160447 -29770.016610009952 34400.436890530873 -141093.17523915818 91282.957520859913 130191.64031808038 -13128.944971293447 21959.067931798985 -29726.212540956123 243629.04383951821 268278.67172430636
leaf_weight=2398881 554170 14516 1040939 5146 116737 6616 135 244 5043 54 133 427 344 29 168808 1046 144 43 2170 67 526 83 49 147 42 579 37 956 24 29
leaf_count=2398881 554170 14516 1040939 5146 116737 6616 135 244 5043 54 133 427 344 29 168808 1046 144 43 2170 67 526 83 49 147 42 579 37 956 24 29
internal_value=0 -55.2595 -214.53 -947.337 -1885.02 -2616.88 -11420.1 -39174.4 -198.437 9538.11 70980.6 -2085.49 -53469.9 12080.2 -495.326 -8417.19 -1966.71 6448.8 22967.2 -8355.07 8922.97 97863.5 -31304.2 -3380.25 14694 -3435.77 -26229 -21395 109173 152733
internal_weight=0 1.91928e+06 1.36511e+06 324174 143944 129428 7368 752 180230 5333 187 122060 588 164 174897 6089 121633 4896 2314 2582 1473 179 1109 1294 768 621 1060 1017 61 96
internal_count=4318164 1919283 1365113 324174 143944 129428 7368 752 180230 5333 187 122060 588 164 174897 6089 121633 4896 2314 2582 1473 179 1109 1294 768 621 1060 1017 61 96
is_linear=0
shrinkage=0.1


Tree=2377
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 5 5 3 4 3 0 2 5 6 3 5 5 1 5 6 0 0 3 5 0 0 3 3
split_gain=1.21431e+12 2.62064e+13 5.18251e+13 6.9048e+13 4.82261e+13 5.64955e+13 5.80261e+13 4.58122e+13 4.37554e+13 2.99757e+13 3.93394e+13 2.28741e+13 2.26323e+13 2.23825e+13 2.23398e+13 2.17531e+13 2.02162e+13 1.93141e+13 5.29847e+13 1.90121e+13 2.40061e+13 2.62404e+13 5.89464e+13 5.18863e+13 4.86353e+13 5.56377e+13 3.8221e+13 8.02026e+13 7.32957e+13 8.12321e+13
threshold=50.388877400000005 52.307266200000008 56.367862600000002 55.695992150000002 55.628356700000005 55.039751500000008 54.864040150000001 128.92000000000004 65.905000000000015 11.500000000000002 1.5000000000000002 3.5000000000000004 55.657530000000008 6.5000000000000009 142.05000000000004 1.5000000000000002 4.5000000000000009 59.810000000000009 60.905000000000008 49.111504200000006 32.005000000000003 1.5000000000000002 55.820531900000013 55.801980100000009 19.500000000000004 100.05000000000001 55.755036050000008 55.762622900000004 7.5000000000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 4 5 6 -2 -7 11 10 -6 -5 17 15 -12 -4 -8 -11 -19 -1 -21 22 23 26 25 -24 -22 -28 29 -29
right_child=1 -3 13 8 9 7 16 -9 -10 12 14 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-24.216194284043727 -12652.656597590511 -10.723804466045529 -18205.631668405873 3851.4792326384904 -6702.8083519634883 -17456.656371415109 27632.59384899096 -134201.34645852481 -44211.963416381615 -11472.9650583903 11909.249978695974 -17345.834307152203 6793.301266268365 9408.005594691298 95866.993750000009 619.0263383470292 4382.4420274114327 -184943.32500000001 -31904.790725840692 -2253.2652420050058 -3327.2193572395395 2454.3542246940051 5499.4241795879361 -12641.423865416762 43367.214955748794 110814.37383578432 39914.880683724834 23433.675507003358 194.94296681400215 141076.08924365943
leaf_weight=2430983 2595 1703034 649 612 1519 2953 439 34 543 108 3299 3027 159 2887 32 11336 2525 30 92 18409 17945 97022 3059 4047 423 51 596 393 9294 69
leaf_count=2430983 2595 1703034 649 612 1519 2953 439 34 543 108 3299 3027 159 2887 32 11336 2525 30 92 18409 17945 97022 3059 4047 423 51 596 393 9294 69
internal_value=0 -64.6784 -2862.77 -6477.05 -3062.55 -7693.61 -1733.63 -18785.5 -17732.1 4491.76 6633.98 -13780.9 -22217.2 1503.68 12715.8 -400.348 7826.04 -42272.3 -69537.2 43.4782 1131.09 1599.88 -710.858 -2050.52 11553.5 7226.45 -535.824 4303.01 2127.46 41003.6
internal_weight=0 1.73587e+06 32839 17967 13785 8546 5559 2987 4182 5239 4850 3639 389 14872 3331 11985 2964 230 122 2.58229e+06 151308 132899 35877 32344 3533 3110 28297 10352 9756 462
internal_count=4318164 1735873 32839 17967 13785 8546 5559 2987 4182 5239 4850 3639 389 14872 3331 11985 2964 230 122 2582291 151308 132899 35877 32344 3533 3110 28297 10352 9756 462
is_linear=0
shrinkage=0.1


Tree=2378
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 3 5 1 0 0 1 3 5 3 3 0 5 1 5 5 5 0 5 0 3 3 5 2 3 0
split_gain=1.22296e+12 3.44142e+13 1.5665e+13 2.95849e+13 3.88335e+13 3.29472e+13 2.6727e+13 2.93566e+13 2.28221e+13 5.6727e+13 5.43791e+13 4.07586e+13 4.05733e+13 3.54942e+13 3.33975e+13 3.15184e+13 2.83332e+13 2.61972e+13 2.11836e+13 2.54456e+13 2.82088e+13 2.11138e+13 3.9544e+13 3.03128e+13 5.18557e+13 3.92236e+13 4.51147e+13 5.39627e+13 3.07468e+13 2.79746e+13
threshold=38.911476500000006 44.226894250000008 38.950530550000003 22.500000000000004 45.098908000000009 21.500000000000004 47.815000000000005 38.92948375000001 47.236539400000005 45.112033650000008 38.92948375000001 10.500000000000002 114.05000000000001 6.5000000000000009 8.5000000000000018 45.133160800000006 49.995000000000012 38.92948375000001 104.75000000000001 50.805000000000007 62.385000000000012 45.073740550000004 125.85000000000001 45.067452850000002 5.5000000000000009 18.500000000000004 63.145000000000003 13.500000000000002 10.500000000000002 45.047272400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 8 -5 -8 9 21 11 16 14 15 17 18 -11 -10 19 -12 -21 23 -23 29 -25 26 28 -28 -26 -2
right_child=2 -3 -4 4 -6 -7 7 -9 12 10 13 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=41872.410964268114 -693.66133585287571 73.217316517173543 -10.953497828345213 -15972.108878057443 58221.673289062506 -31703.620410578489 -21709.905033509924 17237.571629790014 4830.4560951477097 9866.3814099126685 11158.476929092409 -19327.864255990553 -130711.99575892858 -17542.487958739865 -26643.249072316554 -3618.8636143306012 31644.123210036458 -18789.763394216985 -44962.327138157896 103991.8103039253 30035.710701087566 -10941.040925122416 -126416.05370442709 -14132.137100477104 40490.671611846657 -67077.780667968749 43412.908761201747 181418.9232823989 4474.3875647607792 -8488.7900541078288
leaf_weight=197 10904 1339150 2944570 451 150 393 226 1347 1406 1092 256 268 28 991 839 988 1319 705 38 82 139 2582 30 664 339 50 170 34 788 7968
leaf_count=197 10904 1339150 2944570 451 150 393 226 1347 1406 1092 256 268 28 991 839 988 1319 705 38 82 139 2582 30 664 339 50 170 34 788 7968
internal_value=0 79.3654 -35.6846 -2162.07 9127.14 -2927.29 5488.71 11641.8 -2570.31 -1705.75 7775.58 17668.1 -10902.9 -2850.74 -9765.71 6836.23 21780.5 -3057.87 26893.8 32618.2 57476.4 -3790.29 -12267.3 -2731.72 8832.75 19874.5 23140.9 66413.9 15308 -3984.86
internal_weight=0 1.33935e+06 2.97882e+06 34247 2174 32073 2024 1573 31680 28702 5173 2679 2978 2494 2950 1503 2411 2111 515 477 221 23529 2612 20917 2045 1381 1331 204 1127 18872
internal_count=4318164 1339347 2978817 34247 2174 32073 2024 1573 31680 28702 5173 2679 2978 2494 2950 1503 2411 2111 515 477 221 23529 2612 20917 2045 1381 1331 204 1127 18872
is_linear=0
shrinkage=0.1


Tree=2379
num_leaves=31
num_cat=0
split_feature=5 2 5 0 0 3 4 0 1 3 3 1 5 5 3 5 2 5 2 3 1 0 2 2 1 3 5 1 0 2
split_gain=1.06941e+12 7.21379e+12 2.67441e+13 3.66987e+13 7.99795e+13 5.73492e+13 1.38055e+14 4.51759e+13 4.34534e+13 3.73602e+13 4.5439e+13 4.72151e+13 6.16898e+13 3.11762e+13 3.09316e+13 3.07258e+13 3.29939e+13 3.28536e+13 2.79412e+13 2.65099e+13 2.86858e+13 4.40489e+13 3.02773e+13 2.60003e+13 2.60735e+13 2.38684e+13 2.83235e+13 4.4756e+13 8.6409e+13 4.12636e+13
threshold=96.015000000000015 4.5000000000000009 101.05000000000001 59.932719750000011 59.963407450000012 5.5000000000000009 3.5000000000000004 59.896318000000008 30.388336800000001 8.5000000000000018 3.5000000000000004 30.346469350000003 97.050000000000011 100.05000000000001 16.500000000000004 97.050000000000011 2.5000000000000004 99.555000000000021 2.5000000000000004 11.500000000000002 30.305955500000003 60.063729500000008 2.5000000000000004 3.5000000000000004 30.362552800000003 17.500000000000004 102.01000000000001 30.332994000000003 59.963407450000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 15 -7 -2 9 10 -9 13 -13 -12 -10 -5 17 -17 -11 20 21 22 -6 24 -14 26 27 28 -4 -30
right_child=1 -3 25 4 19 6 -8 8 14 18 11 12 23 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.4264906099610251 -5125.116440582673 340.28196263520744 72111.179487784961 5708.3547256097563 31047.688914695947 44953.99723821949 -135396.83764169732 -115191.1556904561 -154182.84121093751 -30235.020576746327 -41078.856366540058 216272.04265625004 286.91440429687503 59660.682094594595 -23377.048410560346 -19619.92104779412 142174.51389054008 115689.11361019738 -161503.13008442541 -30153.634110206996 -9811.5292970017508 -78897.541731770849 136559.4942598565 -67190.951562500006 141706.78607954548 -8052.6499649419584 146.4369551150065 6160.033618753544 -186221.34476562502 8265.1438802083339
leaf_weight=4168594 13448 85278 244 41 74 253 51 37 48 34 181 20 32 37 29 34 92 38 31 331 313 24 43 24 22 3366 43734 1667 20 24
leaf_count=4168594 13448 85278 244 41 74 253 51 37 48 34 181 20 32 37 29 34 92 38 31 331 313 24 43 24 22 3366 43734 1667 20 24
internal_value=0 -262.721 -1062.55 -4722.1 11387.6 42261.9 14697.8 -6217.18 -35886.1 -23169.6 -10340.8 1935.95 59587.6 -23980.9 -104918 83137.6 102495 51793.2 -92839.8 -8631.61 7059.55 44511 69825.5 19412.2 57902.4 74.1391 672.856 12449 48850.9 -80137.8
internal_weight=0 149570 64292 15237 1294 509 304 13943 495 418 353 316 98 218 77 205 164 72 65 785 454 141 117 78 54 49055 45689 1955 288 44
internal_count=4318164 149570 64292 15237 1294 509 304 13943 495 418 353 316 98 218 77 205 164 72 65 785 454 141 117 78 54 49055 45689 1955 288 44
is_linear=0
shrinkage=0.1


Tree=2380
num_leaves=31
num_cat=0
split_feature=5 1 2 5 3 5 6 0 0 1 0 4 0 5 5 0 5 0 0 0 1 0 1 1 1 0 5 2 3 2
split_gain=1.09582e+12 8.15044e+12 1.67248e+13 3.46353e+13 2.27379e+13 5.45137e+13 4.20788e+13 2.9834e+13 3.9142e+13 3.48456e+13 2.86814e+13 3.75703e+13 2.78393e+13 2.54021e+13 4.42407e+13 2.81671e+13 5.66783e+13 2.29969e+13 4.30591e+13 8.09373e+13 2.18164e+13 2.42783e+13 3.83913e+13 2.15896e+13 3.91735e+13 3.24287e+13 4.59674e+13 4.94824e+13 9.03231e+13 7.52031e+13
threshold=100.05000000000001 49.177301950000007 8.5000000000000018 177.02500000000003 11.500000000000002 142.05000000000004 1.5000000000000002 43.465905150000005 45.059881250000011 39.704585000000002 57.60800230000001 3.5000000000000004 45.040161900000008 105.35000000000001 109.05000000000001 59.950068600000009 118.33500000000002 56.281985950000006 56.320495600000008 56.338501050000012 38.92948375000001 55.795550600000006 36.761894450000007 39.753614400000011 39.787929450000007 45.03656895000001 110.05000000000001 10.500000000000002 15.500000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 -7 -8 12 20 17 13 -9 -12 -15 16 -16 -4 -19 -20 21 22 -10 25 -25 26 27 28 -6 -29
right_child=1 -3 3 -5 23 6 7 8 9 -11 11 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=8.4735562170013861 1352.4399752771699 -1331.2913755704424 -6486.0454695794433 14418.134116391782 179661.44295428242 -126524.56600877194 82085.284970238106 -66597.668584735584 12658.363128810975 -65381.826604055852 51689.750443209137 66130.629022113353 -205426.21437500001 -118829.09477737016 136622.30118303571 -57295.651108685663 -21217.860742187502 -88733.83009234679 115112.58354373096 -49104.812405831472 105981.71860795455 60807.021527777775 -156336.92048339845 67778.997520884906 4259.760859239258 -5210.5520734042548 -3021.3047183045292 -7562.0288120540108 28290.962660530822 65091.322680725716
leaf_weight=4199349 50851 46558 1613 1215 54 57 21 52 41 94 65 118 20 37 35 51 65 103 41 112 22 36 20 101 2509 12498 1574 508 146 198
leaf_count=4199349 50851 46558 1613 1215 54 57 21 52 41 94 65 118 20 37 35 51 65 103 41 112 22 36 20 101 2509 12498 1574 508 146 198
internal_value=0 -299.486 365.347 -1979.54 -2966.28 -11689.3 -47638.3 -32943.8 -41419.6 -19873.2 -5863.65 19534 -105161 -2198.82 -20830.5 3182.39 34026.2 -10905.1 -38748.9 -5098.84 16074.8 -4316.42 -42749.9 -1675.28 6717.78 -3137.82 7307.76 25252.5 69161 12813.8
internal_weight=0 118815 72257 21406 20191 2603 363 306 285 213 2240 371 72 253 188 151 100 1869 256 153 119 97 61 17588 2610 14978 2480 906 200 706
internal_count=4318164 118815 72257 21406 20191 2603 363 306 285 213 2240 371 72 253 188 151 100 1869 256 153 119 97 61 17588 2610 14978 2480 906 200 706
is_linear=0
shrinkage=0.1


Tree=2381
num_leaves=31
num_cat=0
split_feature=5 1 3 5 0 5 1 5 3 1 4 3 0 3 1 3 1 6 0 2 0 1 0 0 1 0 5 0 1 5
split_gain=9.96058e+11 1.57639e+13 2.53279e+13 3.35839e+13 1.5586e+13 2.88217e+13 1.53795e+13 1.20505e+13 1.12908e+13 1.12449e+13 1.05651e+13 1.77339e+13 2.12029e+13 3.02016e+13 1.8919e+13 1.72312e+13 1.71082e+13 1.59795e+13 3.06732e+13 2.32698e+13 2.84834e+13 2.15577e+13 2.46382e+13 2.40965e+13 2.67899e+13 1.91932e+13 1.91569e+13 1.8548e+13 5.62604e+13 1.85082e+13
threshold=31.010000000000002 39.032393150000004 8.5000000000000018 28.035000000000004 43.465905150000005 30.990000000000006 103.85249100000001 30.990000000000006 9.5000000000000018 49.111504200000006 -1.0000000180025095e-35 22.500000000000004 55.576287050000012 5.5000000000000009 38.233559750000005 34.500000000000007 38.633372000000001 1.5000000000000002 55.734663800000007 5.5000000000000009 55.755036050000008 37.944765900000007 55.899899800000007 55.975961550000008 37.832345550000007 55.695992150000002 25.005000000000006 55.751981950000008 37.615058950000012 22.030000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 -4 5 8 9 -3 -5 -6 17 12 16 -14 -15 -13 -12 18 25 -20 27 22 -22 -24 -25 -1 -27 -21 -29 -30
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 11 15 13 14 -16 -17 -18 -19 19 20 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=4630.0681919011622 15.191678339913146 700.16373376033766 -279.95108665237348 34526.4375169837 -6062.6700645915162 84352.570948122258 -22853.396283459275 -1580.7394088266101 -30425.135058593751 -2683.7684753223098 -2354.0861995494024 -3164.7565618296376 879.85495240059481 7068.2267473772099 -7690.3434109537229 47742.865922341422 2413.2199434930558 -1520.4452972571794 4876.6236694548525 -296.09345737836941 8869.0924692433091 -32131.740648692976 -28924.559044270834 -3308.3083828861909 88413.655683135992 8269.1404536811879 33935.115473379898 -135075.84154411763 18240.698873465401 -35279.017216622487
leaf_weight=7207 3925418 115343 62552 46 14611 57 427 28983 64 30222 15354 8715 21080 18244 912 67 14768 38736 4540 211 1797 237 375 6523 32 755 473 51 84 280
leaf_count=7207 3925418 115343 62552 46 14611 57 427 28983 64 30222 15354 8715 21080 18244 912 67 14768 38736 4540 211 1797 237 375 6523 32 755 473 51 84 280
internal_value=0 -151.838 -624.51 -1782.86 -3852.33 26641.3 -3964.85 242.121 -3263.57 -3784.95 697.326 1460.68 1989.54 3491.56 6365.58 -2776.37 -16.8052 -288.168 1827.21 -1021.4 -3813.59 -2373.39 -1565.24 -4270.93 -2860.54 6599.1 18155.1 -24436.5 -36710.3 -22928.3
internal_weight=0 392746 252305 107979 45427 167 45260 144326 110 44833 140441 79140 70358 40236 19156 8782 30122 61301 22565 14130 9590 8964 8727 6930 6555 8435 1228 626 415 364
internal_count=4318164 392746 252305 107979 45427 167 45260 144326 110 44833 140441 79140 70358 40236 19156 8782 30122 61301 22565 14130 9590 8964 8727 6930 6555 8435 1228 626 415 364
is_linear=0
shrinkage=0.1


Tree=2382
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 0 1 1 4 1 2 0 0 1 1 0 1 1 3 3 2 0 3 0 5 3 3 1
split_gain=1.11409e+12 9.58916e+12 9.94826e+12 2.00131e+13 1.96967e+13 1.73272e+13 3.57239e+13 3.24665e+13 1.94215e+13 3.13717e+13 2.54093e+13 2.53251e+13 2.76987e+13 2.1015e+13 2.49531e+13 1.80469e+13 1.80225e+13 3.43022e+13 1.9071e+13 1.78335e+13 1.65554e+13 1.5485e+13 1.48003e+13 1.45828e+13 1.9644e+13 2.02689e+13 1.43595e+13 2.86294e+13 2.8627e+13 4.95647e+13
threshold=34.010000000000012 35.505000000000003 82.91993380000001 49.964253350000007 49.148175700000003 55.86787755000001 56.009576300000013 51.636650050000007 37.362912300000012 37.855187800000003 1.5000000000000002 37.314272700000011 17.500000000000004 55.834684950000003 55.806974650000008 38.096381250000007 37.642309100000013 55.946414150000003 37.475443250000005 37.712318250000003 18.500000000000004 16.500000000000004 5.5000000000000009 55.762622900000004 22.500000000000004 55.701368300000006 34.605000000000011 10.500000000000002 22.500000000000004 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 16 -2 11 10 19 -9 -13 14 20 23 17 18 -7 26 -12 -4 -20 24 -11 -26 27 -10 -28 -30
right_child=1 -3 21 -5 -6 6 -8 8 9 15 13 12 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=114.25822786057539 374.59922929171233 6.5556579100390913 -18.973350031356045 -3879.152461004926 6811.2042340840435 -6010.9398354030309 -122.9736680203801 -7809.7716487579964 28176.401958931925 -15197.386622520045 25525.445538101605 -40716.734541042533 14514.308209036064 105980.19020996094 -46651.028626019026 -5216.2868443277548 4613.7972618902304 52942.121511060141 1931.5061572897023 6868.7281443452921 121249.015625 9054.1834804800601 33232.532546933646 -33376.727929307024 -12679.499774235552 54878.159901769301 -8958.82801169507 -2289.4203369307734 -14878.549920333062 46167.872601364252
leaf_weight=712562 24508 3494072 9132 22528 3524 370 26188 2361 391 1854 187 499 111 32 46 5685 1680 258 232 2308 20 2369 433 385 93 85 4258 1461 266 266
leaf_count=712562 24508 3494072 9132 22528 3524 370 26188 2361 391 1854 187 499 111 32 46 5685 1680 258 232 2308 20 2369 433 385 93 85 4258 1461 266 266
internal_value=0 -22.5804 -935.372 -1255.62 -493.007 -840.954 1056.33 -2075.48 -5032.28 -3752.09 232.277 -12502.7 -30666.5 29626.9 19969.5 -8293.65 11444.3 20319.3 12187.2 -703.751 34774.1 1849.93 22312.5 -15531.9 -12150.8 19581.2 -3335.08 4142.62 -6226.25 15644.7
internal_weight=0 3.6056e+06 111530 100029 77501 73977 29161 44816 20308 17337 9235 2971 610 285 253 8102 2973 1293 1035 8950 207 11501 665 2417 2032 178 6642 1852 4790 532
internal_count=4318164 3605602 111530 100029 77501 73977 29161 44816 20308 17337 9235 2971 610 285 253 8102 2973 1293 1035 8950 207 11501 665 2417 2032 178 6642 1852 4790 532
is_linear=0
shrinkage=0.1


Tree=2383
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 3 3 0 6 4 5 5 3 1 0 5 5 6 0 3 5 0 4 2 3 6 1 1 1
split_gain=1.06756e+12 1.10835e+13 8.13091e+13 8.70108e+13 1.23795e+14 2.13149e+14 1.102e+14 8.6773e+13 3.49308e+14 7.64478e+13 7.46853e+13 6.33944e+13 7.51125e+13 6.16453e+13 5.74156e+13 8.96051e+13 9.76973e+13 1.27898e+14 8.39286e+13 6.98926e+13 6.54535e+13 6.12497e+13 5.91377e+13 5.5508e+13 5.50609e+13 5.30764e+13 5.19972e+13 1.05678e+14 5.55887e+13 5.19935e+13
threshold=55.576287050000012 55.518428350000008 37.559851850000008 37.503486000000002 17.500000000000004 55.551692500000009 15.500000000000002 16.500000000000004 55.56564190000001 1.5000000000000002 1.0000000180025095e-35 80.00500000000001 86.810000000000016 15.500000000000002 37.855187800000003 55.535913550000011 72.010000000000005 81.910000000000011 1.5000000000000002 55.551692500000009 19.500000000000004 86.810000000000016 55.56564190000001 1.5000000000000002 14.500000000000002 5.5000000000000009 1.5000000000000002 37.971176850000006 39.666208800000007 36.761894450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 9 -7 -8 -9 13 -11 29 -13 23 15 -4 -17 -18 22 21 24 -20 -19 -5 -21 -12 -16 -28 -29 -3
right_child=-2 2 14 4 -6 6 7 8 -10 10 25 12 -14 -15 26 16 17 18 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=8.9870767627033157 -55.588008857759156 -23700.863681995674 2243.5745721788339 -12977.115274003623 -210.21717465305497 15428.085626850603 120962.79459464988 127534.82372415951 -115101.01652475422 -16394.206325802686 -82602.577153201215 -35062.023294591803 2436.2251892651675 -234.26285518693336 23197.739665599151 -5937.4854084580957 -47521.443465584955 -59730.125757289738 -81560.630988051475 88986.134339334239 -97741.344010416666 17552.194980301818 53224.400869315017 -143913.39745773567 -84000.535078125016 32254.780648067641 -42235.657468285892 10376.555228929745 -11987.061309905708 4713.2034933395234
leaf_weight=2335229 1919283 667 11705 69 3386 281 382 178 89 410 41 966 1195 810 1360 12083 1390 269 85 230 24 234 56 61 20 2151 505 4895 1438 18672
leaf_count=2335229 1919283 667 11705 69 3386 281 382 178 89 410 41 966 1195 810 1360 12083 1390 269 85 230 24 234 56 61 20 2151 505 4895 1438 18672
internal_value=0 44.4745 1346.42 5209.28 14214.3 25136 67742.2 90392.9 46656.2 13949.1 22779.3 1918.04 -14326.1 -10493.5 -1960.46 -4253.82 -9538.51 -28390.8 575.959 22960.5 60003.7 -8857.18 -40267.2 -74416.4 75147.2 30106.4 5339.81 1788.07 5298.57 3733.21
internal_weight=0 2.39888e+06 63652 29358 7858 4472 930 649 267 3542 2602 21500 2161 940 34294 26096 14391 2308 918 593 274 319 325 130 250 2192 8198 6838 6333 19339
internal_count=4318164 2398881 63652 29358 7858 4472 930 649 267 3542 2602 21500 2161 940 34294 26096 14391 2308 918 593 274 319 325 130 250 2192 8198 6838 6333 19339
is_linear=0
shrinkage=0.1


Tree=2384
num_leaves=31
num_cat=0
split_feature=3 0 0 5 6 3 0 0 0 1 0 2 2 0 2 5 2 1 1 0 2 5 0 5 5 3 3 5 5 5
split_gain=1.03287e+12 9.84813e+12 1.11541e+13 1.44654e+13 1.04529e+13 1.556e+13 3.76172e+13 6.24293e+13 2.93097e+13 3.24285e+13 3.56949e+13 3.13584e+13 2.86625e+13 5.63858e+13 1.8719e+13 1.85127e+13 1.78689e+13 1.33202e+13 3.06835e+13 2.7277e+13 2.65135e+13 2.22266e+13 4.74034e+13 1.72676e+13 1.59951e+13 1.52766e+13 1.79156e+13 1.25494e+13 1.25105e+13 1.17843e+13
threshold=27.500000000000004 59.846652800000008 59.882016200000002 50.005000000000003 1.5000000000000002 28.500000000000004 55.68356880000001 55.806974650000008 59.834458500000004 60.58031445000001 55.851332700000007 4.5000000000000009 22.500000000000004 55.87722990000001 11.500000000000002 49.995000000000012 18.500000000000004 37.457850350000008 37.475443250000005 55.851332700000007 6.5000000000000009 73.405000000000015 55.820531900000013 76.00500000000001 68.52500000000002 30.500000000000004 31.500000000000004 55.990000000000002 55.990000000000002 43.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 16 14 9 10 11 -9 13 -12 -8 -16 28 21 19 20 -19 24 -23 -21 -7 -22 -27 -18 -6 -13
right_child=1 2 -4 -5 5 17 7 8 -10 -11 12 29 -14 -15 15 -17 27 18 -20 23 25 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.6259949932652722 -966.06450539642867 -15598.122598184122 -7300.1582164956317 -121155.16826171876 -10522.878821022729 -6503.9395699815223 58704.331999747985 -77712.907880434781 84868.774742353722 112697.83169582202 -186478.50994791667 105532.72904094828 56997.032700892858 -23301.858680555557 68046.505774456527 183538.27107142858 -4893.4308518843218 -11376.771572580647 2126.8748764061229 -47539.226053779072 168089.375 -187060.0346354167 -19663.241601562502 53370.163950892857 71964.374826388885 -7829.7547167968751 102174.25389254387 80745.827120535716 -66407.650437127973 29397.695444623161
leaf_weight=4279873 31115 37 1133 20 110 686 62 23 47 23 30 29 21 72 23 35 44 31 4286 43 22 21 87 28 27 20 57 28 63 68
leaf_count=4279873 31115 37 1133 20 110 686 62 23 47 23 30 29 21 72 23 35 44 31 4286 43 22 21 87 28 27 20 57 28 63 68
internal_value=0 -517.058 -9471.69 -52635.7 -229.842 3597.02 17862.5 35580.6 12069.7 -793.255 -11535.2 27267.5 -49391.5 -71295 96904.8 137740 -13451.5 1774.86 3917.67 42103.5 69327.9 -9936.21 -52212.6 -7743.97 -3532.49 94599 73601.8 28410.7 -30874 52159.7
internal_weight=0 38291 1190 57 37101 5986 678 433 313 266 243 120 123 102 120 58 245 5308 4487 201 130 821 108 71 713 99 77 72 173 97
internal_count=4318164 38291 1190 57 37101 5986 678 433 313 266 243 120 123 102 120 58 245 5308 4487 201 130 821 108 71 713 99 77 72 173 97
is_linear=0
shrinkage=0.1


Tree=2385
num_leaves=31
num_cat=0
split_feature=3 4 5 0 0 0 1 1 1 2 2 3 1 0 5 0 5 4 6 5 6 3 0 2 1 1 3 1 0 1
split_gain=1.02361e+12 9.53455e+12 2.4578e+13 2.40097e+13 2.36086e+13 3.58561e+13 4.04955e+13 3.84768e+13 4.01148e+13 6.05838e+13 3.82048e+13 3.63789e+13 6.07013e+13 3.26198e+13 3.17092e+13 2.82386e+13 2.72516e+13 2.63101e+13 2.51306e+13 2.60913e+13 2.48873e+13 2.41768e+13 2.24474e+13 3.38639e+13 2.22186e+13 4.93298e+13 3.88169e+13 3.52454e+13 2.33249e+13 6.33731e+13
threshold=22.500000000000004 2.5000000000000004 84.030000000000015 43.592450450000008 55.899899800000007 56.791364150000007 60.611165000000007 43.94115175000001 37.792847950000002 9.5000000000000018 4.5000000000000009 24.500000000000004 44.005491150000005 55.993277250000013 91.050000000000011 56.009576300000013 86.810000000000016 3.5000000000000004 1.5000000000000002 110.05000000000001 1.5000000000000002 26.500000000000004 44.580511600000001 11.500000000000002 82.967723800000016 82.945329900000004 23.500000000000004 82.962740850000003 55.87722990000001 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 24 6 7 8 9 -6 -10 16 -13 -12 -15 -16 -9 -11 21 -20 -14 -8 23 -5 25 28 27 -27 -4 -30
right_child=1 2 4 22 5 -7 18 11 10 17 13 12 20 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-14.862287955775125 -76.383433873043501 -87784.696066810342 39.564561511413352 145360.59670138892 14854.8065062105 -1514.2964601709518 17700.149305737112 18468.278333782331 -85449.1279296875 -30632.701433117865 88861.225991358908 108608.36567382813 -15139.5110324543 92987.041455078128 -103787.34765625 8584.4934146521227 -84917.597893216822 -82071.745410523377 -4997.1939844224062 -124630.98958007812 -66127.176841517852 103223.00443050987 3147.077897673822 -26319.656484374998 -18595.863463167425 211376.53095238097 22054.563863357846 53325.390636355383 65647.047375981507 5141.7956159559817
leaf_weight=3950085 302997 29 17388 27 267 9547 254 29 34 394 66 32 253 40 25 212 211 133 206 20 154 38 33063 20 542 21 459 43 198 1377
leaf_count=3950085 302997 29 17388 27 267 9547 254 29 34 394 66 32 253 40 25 212 211 133 206 20 154 38 33063 20 542 21 459 43 198 1377
internal_value=0 159.496 1257.66 3165.59 -721.697 -4246.37 -15261.2 -22181 -11199.2 -23952.9 15661.2 -41120 -24005.5 25683.8 10630.7 -3269.08 -72425.1 -43614.5 9452.26 -15584.3 -34432.1 28829.8 3245.25 72305.2 1375.19 1930.68 32227.4 105186 1095.1 12748.2
internal_weight=0 368079 65082 33139 31943 11915 2368 1850 1171 794 377 679 439 343 277 237 240 527 518 226 407 292 33110 47 20028 19486 523 64 18963 1575
internal_count=4318164 368079 65082 33139 31943 11915 2368 1850 1171 794 377 679 439 343 277 237 240 527 518 226 407 292 33110 47 20028 19486 523 64 18963 1575
is_linear=0
shrinkage=0.1


Tree=2386
num_leaves=31
num_cat=0
split_feature=2 3 4 0 2 1 1 0 1 5 1 5 5 5 0 5 5 0 5 0 1 5 0 5 1 1 1 0 4 0
split_gain=9.68682e+11 1.02055e+13 1.83985e+13 1.78992e+13 1.64943e+13 1.72864e+13 3.8938e+13 3.81127e+13 3.26704e+13 3.60639e+13 2.87909e+13 2.36867e+13 5.41668e+13 2.66654e+13 3.48633e+13 2.87548e+13 2.24624e+13 2.0736e+13 2.05236e+13 1.78572e+13 2.28379e+13 4.47661e+13 3.01191e+13 3.04015e+13 1.95699e+13 4.14903e+13 1.85492e+13 1.68137e+13 1.53536e+13 1.53019e+13
threshold=5.5000000000000009 6.5000000000000009 4.5000000000000009 59.932719750000011 10.500000000000002 36.761894450000007 33.101335500000005 60.029906750000002 37.328003200000005 71.715000000000018 30.278357500000002 85.91500000000002 118.33500000000002 62.385000000000012 54.736324100000012 50.410000000000004 51.815000000000005 59.882016200000002 86.02500000000002 44.678200800000006 39.925119750000007 50.805000000000007 43.642715500000008 58.995000000000012 37.487839250000007 37.516458750000005 39.969502550000009 59.916647550000008 2.5000000000000004 55.388132500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 11 9 -7 -9 13 -13 15 -15 -2 -17 28 -11 20 21 -10 -23 -24 29 -26 -22 -14 -16 -21
right_child=1 -3 3 -5 -6 8 -8 10 19 18 -12 12 27 14 17 16 -18 -19 -20 24 26 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-40.77358389122675 253.91244801978542 74.937556098027855 52007.905379585602 -21236.748129986703 70909.178645833337 9937.4002966592489 -44651.757957279267 8688.1504654255314 -956.71708858625027 180880.15665039062 127529.15380859375 -65166.038915466997 102669.23883928572 -89049.779282407413 34359.567599540846 -138392.05026041667 -34688.050689052798 11699.692170597957 60670.92420280612 -5594.7538211367546 70617.2177734375 -83635.286106679137 -68965.459806243089 -3527.6751564545157 143448.46015625002 -739.20641702175965 -2981.5466580991397 -7929.858912037037 115180.37312683105 -59903.953870738638
leaf_weight=2480138 365 1824984 115 47 30 172 315 47 452 20 36 178 28 27 57 24 161 208 49 109 36 142 113 191 20 9232 702 27 40 99
leaf_count=2480138 365 1824984 115 47 30 172 315 47 452 20 36 178 28 27 57 24 161 208 49 109 36 142 113 191 20 9232 702 27 40 99
internal_value=0 55.0178 -2732.38 30757.9 -3153.61 -3326.52 -13366.4 -5140.35 -1986.62 34438.6 60233.6 -10006.8 -38364.5 -2515.43 19864.2 -16024.6 -48141.5 29505.7 95514.2 -2777.76 -12424.4 -23135.3 -45612.3 -27851.6 -1109.48 -427.517 608.637 48375.1 67687.7 -31443.8
internal_weight=0 1.83803e+06 13042 162 12880 12850 1513 1198 11337 241 83 1115 233 882 332 550 185 305 69 11096 1636 898 446 304 9460 9252 738 55 97 208
internal_count=4318164 1838026 13042 162 12880 12850 1513 1198 11337 241 83 1115 233 882 332 550 185 305 69 11096 1636 898 446 304 9460 9252 738 55 97 208
is_linear=0
shrinkage=0.1


Tree=2387
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 3 0 5 5 5 5 0 5 5 5 3 0 2 0 5 0 2 5 2 2 3 3 3 5
split_gain=1.09679e+12 9.98967e+12 1.85384e+13 8.97814e+13 7.21115e+13 4.59103e+13 4.45773e+13 4.42341e+13 4.37071e+13 4.17724e+13 3.98404e+13 6.88668e+13 5.24828e+13 3.87193e+13 3.71883e+13 3.97291e+13 3.09138e+13 7.30203e+13 3.01407e+13 2.99086e+13 5.81705e+13 2.82582e+13 4.25391e+13 2.66951e+13 2.64502e+13 2.18483e+13 2.06102e+13 2.0588e+13 2.03287e+13 2.14357e+13
threshold=9.5000000000000018 37.533784800000006 37.542000650000013 56.320495600000008 55.784980300000008 20.500000000000004 32.500000000000007 55.628356700000005 65.50500000000001 83.010000000000005 73.995000000000019 80.815000000000012 55.885524800000006 85.020000000000024 53.995000000000012 89.00500000000001 20.500000000000004 55.860536450000005 10.500000000000002 55.86787755000001 66.990000000000023 55.860536450000005 13.500000000000002 24.010000000000002 15.500000000000002 19.500000000000004 21.500000000000004 14.500000000000002 17.500000000000004 62.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 8 14 21 -7 19 16 13 -13 -3 27 -12 -18 -9 -10 -21 22 -6 -23 -20 -15 28 -16 29 -25
right_child=1 2 -4 -5 5 9 -8 18 10 -11 11 12 -14 25 15 -17 17 -19 24 20 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=25.212619994889732 -688.81364791321414 -16528.878033824803 40.526158142339966 -34708.621596137549 -16975.487947665129 1877.1835893554687 -4467.7187262483349 -133151.86759486608 24621.093102181316 -117758.62322916667 10645.353059895833 -123931.155546875 133869.34915364583 -6440.995063496016 93100.875766958852 -19510.247340461236 63828.588903808595 290646.03948863636 -785.10499861725668 -17184.315361555233 -155400.66942567567 -49050.573932291671 39827.466019891901 28632.087065207917 -74626.290712316171 65947.585203125011 55144.023268056138 20124.3010059892 -28837.952599431821 114585.04985351564
leaf_weight=3453778 216508 873 641038 519 220 1075 516 35 101 30 24 25 30 251 41 291 40 22 113 172 37 30 329 311 85 50 856 677 55 32
leaf_count=3453778 216508 873 641038 519 220 1075 516 35 101 30 24 25 30 251 41 291 40 22 113 172 37 30 329 311 85 50 856 677 55 32
internal_value=0 -100.741 95.7817 5274.28 8557.17 16131.2 22367.9 -6505.05 27724.6 -1370.85 7423.59 26699.9 7299.13 -4348.43 -1416.53 11658.9 107010 144312 -47606.3 -20060.6 -41653.2 36053.3 17064.9 44172.1 -32484.6 5583.69 46402.3 24291.5 27601 36651
internal_weight=0 864386 647878 6840 6321 4206 3101 2115 2585 1105 752 442 356 326 1882 1009 86 62 233 310 209 1833 549 1284 198 301 1254 718 398 343
internal_count=4318164 864386 647878 6840 6321 4206 3101 2115 2585 1105 752 442 356 326 1882 1009 86 62 233 310 209 1833 549 1284 198 301 1254 718 398 343
is_linear=0
shrinkage=0.1


Tree=2388
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 3 5 2 3 3 3 0 3 0 5 5 2 0 3 5 5 5 4 0 0 3 0 3 6
split_gain=1.20317e+12 1.94857e+13 1.59161e+14 1.94916e+14 1.64213e+14 9.174e+13 8.8768e+13 8.6813e+13 7.5235e+13 5.46676e+13 4.31922e+13 4.03145e+13 1.06333e+14 4.51641e+13 3.45951e+13 4.4172e+13 3.27008e+13 3.25356e+13 3.1908e+13 3.10704e+13 3.06036e+13 3.01329e+13 2.95054e+13 2.93222e+13 2.8852e+13 5.22535e+13 1.01412e+14 6.16913e+13 3.10671e+13 3.26968e+13
threshold=37.328003200000005 37.342273500000012 55.664473600000008 55.628356700000005 55.695992150000002 10.500000000000002 23.500000000000004 68.00500000000001 11.500000000000002 4.5000000000000009 5.5000000000000009 5.5000000000000009 55.820531900000013 13.500000000000002 44.893607100000004 58.040000000000006 79.010000000000005 12.500000000000002 45.112033650000008 24.500000000000004 118.33500000000002 114.05000000000001 68.00500000000001 2.5000000000000004 55.842510000000011 55.801980100000009 5.5000000000000009 55.806974650000008 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 23 -5 -7 19 9 -9 18 12 -11 16 20 -16 -13 -10 -2 24 21 -12 -8 -4 25 26 -6 -27 -29 -30
right_child=1 -3 4 5 7 6 22 8 17 11 14 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=131.1620492296571 13255.771944184869 -6.1396040026284311 -96627.448936024914 137008.01250939001 118461.02284581802 19509.344793857672 93813.562695312503 -209336.74209929435 136554.17135416667 103608.0616786859 -7858.659199845014 -83813.333449074082 -160585.53534375003 -47559.783528098742 -2536.5644062471492 27542.463203747393 -196044.56406250002 -13666.104364809784 -39770.763913981122 24325.444615078817 -81080.425315241228 112079.8433779762 228370.63429687498 -190806.05999273257 4921.1181908700983 -174476.11123046876 -28163.5498046875 -52231.054449686802 16960.223844659395 -48194.472355018028
leaf_weight=601892 2088 3700174 143 104 68 546 88 31 21 39 8314 54 25 119 1884 659 50 46 120 226 57 21 20 43 459 32 154 368 189 130
leaf_count=601892 2088 3700174 143 104 68 546 88 31 21 39 8314 54 25 119 1884 659 50 46 120 226 57 21 20 43 459 32 154 368 189 130
internal_value=0 -21.2432 -3492.84 460.132 -28504.4 49767.7 35894.7 -20189.8 -62888.6 -83179.6 -2383.6 -69552.9 407.438 -89631.2 -4959.6 5258.2 -137771 33417.9 10373.9 -10079.7 -8055.86 -7556.47 118732 -118400 -15633.6 -25659.8 16748.5 -38753.9 -32432.1 -9591.85
internal_weight=0 3.71627e+06 16098 13901 2197 758 654 2011 385 318 13143 287 64 223 10935 2543 104 67 2208 1626 8392 8335 108 186 1400 941 222 719 687 319
internal_count=4318164 3716272 16098 13901 2197 758 654 2011 385 318 13143 287 64 223 10935 2543 104 67 2208 1626 8392 8335 108 186 1400 941 222 719 687 319
is_linear=0
shrinkage=0.1


Tree=2389
num_leaves=31
num_cat=0
split_feature=0 3 2 5 0 5 5 6 0 0 5 0 3 5 5 5 3 3 2 5 5 5 5 3 5 5 0 3 3 2
split_gain=1.018e+12 1.0538e+13 2.73398e+13 2.28849e+13 4.13429e+13 2.84295e+13 2.49092e+13 3.13667e+13 2.23275e+13 3.63535e+13 1.97814e+13 2.91051e+13 3.08203e+13 3.90051e+13 3.07635e+13 3.85238e+13 7.05424e+13 3.89649e+13 3.01778e+13 2.50095e+13 2.31554e+13 5.60325e+13 4.60655e+13 2.24397e+13 3.23378e+13 2.99314e+13 2.78258e+13 5.22733e+13 2.61984e+13 2.14288e+13
threshold=45.087005000000012 16.500000000000004 4.5000000000000009 100.05000000000001 45.03656895000001 101.05000000000001 98.020000000000024 1.5000000000000002 44.678200800000006 45.040161900000008 46.405000000000008 44.039893800000009 22.500000000000004 91.050000000000011 78.710000000000022 67.990000000000023 18.500000000000004 20.500000000000004 2.5000000000000004 64.805000000000021 61.845000000000006 57.005000000000003 55.005000000000003 19.500000000000004 90.015000000000015 90.015000000000015 45.029420750000007 21.500000000000004 18.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 10 -8 -9 -10 -3 12 13 14 15 16 20 -18 -17 -14 21 22 -12 24 -13 -25 -27 -28 -26 -21
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 11 23 19 -15 -16 18 17 -19 -20 29 -22 -23 -24 25 28 26 27 -29 -30 -31
leaf_value=-98.440613280014517 -18.01014334950996 1666.0409102918691 336.39756687389104 -114293.25104166668 9742.277986512292 -26689.941424871558 142178.04067887933 113050.93958984377 -69314.360937500009 87892.454036458337 26113.467636108398 10119.32861596375 155765.17741477274 144336.69934895833 -61829.161865234375 176288.83843149038 -109596.47407226563 19817.838836348688 36473.314309210531 -10192.627187500002 127131.13951612904 -96107.152589699079 193853.20596590909 3734.3286592295758 73392.084979331659 -65112.943325541346 -93183.229237767286 50151.618776633521 -7587.9214000355123 121515.92559523811
leaf_weight=414283 3795889 7744 91550 42 403 314 29 20 38 24 64 3967 33 24 48 26 60 38 38 30 31 27 22 2956 146 127 38 77 55 21
leaf_count=414283 3795889 7744 91550 42 403 314 29 20 38 24 64 3967 33 24 48 26 60 38 38 30 31 27 22 2956 146 127 38 77 55 21
internal_value=0 130.897 1010.69 4765.21 -12193.4 -37025.2 5585.95 52789.7 21176.7 -8460.11 5249.47 8794.44 33141.9 20966.3 12602.2 24277.7 6030.97 -59415.4 93273.4 87932.2 50570.9 29567.6 69023.6 7267.35 12102 966.243 -32845.6 2788.8 51233.4 44040.3
internal_weight=0 522275 107992 16442 759 356 15683 111 82 62 15572 7828 462 378 354 306 242 98 64 84 144 113 86 7366 4168 3198 242 115 201 51
internal_count=4318164 522275 107992 16442 759 356 15683 111 82 62 15572 7828 462 378 354 306 242 98 64 84 144 113 86 7366 4168 3198 242 115 201 51
is_linear=0
shrinkage=0.1


Tree=2390
num_leaves=31
num_cat=0
split_feature=3 1 1 6 3 0 4 5 0 4 0 3 5 0 3 0 5 0 0 5 0 3 0 3 5 2 0 0 1 1
split_gain=1.08641e+12 8.81735e+12 3.40376e+13 3.13699e+13 7.157e+13 5.23519e+13 7.21951e+13 4.7371e+13 7.16441e+13 4.26541e+13 5.44617e+13 4.44109e+13 4.2416e+13 4.17384e+13 5.08702e+13 3.92574e+13 3.13443e+13 3.04629e+13 2.88707e+13 4.99752e+13 3.59944e+13 6.68393e+13 7.67763e+13 2.9129e+13 2.77113e+13 2.58711e+13 4.90607e+13 9.08725e+13 6.59703e+13 5.09536e+13
threshold=10.500000000000002 30.410108300000001 30.388336800000001 1.5000000000000002 8.5000000000000018 59.939091550000008 1.5000000000000002 75.015000000000015 60.042666650000008 2.5000000000000004 59.863160500000006 8.5000000000000018 45.610000000000007 59.916647550000008 7.5000000000000009 59.950068600000009 42.895000000000003 59.916647550000008 59.863160500000006 71.00500000000001 59.939091550000008 9.5000000000000018 59.963407450000012 2.5000000000000004 60.610000000000007 6.5000000000000009 59.904813200000007 60.003414000000006 30.243224600000001 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 -4 6 16 12 9 13 11 -11 -5 -9 -15 -16 -6 -12 19 23 24 -22 -23 -14 -20 -1 29 28 -28 -27
right_child=-2 -3 3 7 5 -7 -8 8 -10 10 17 -13 18 14 15 -17 -18 -19 20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-948.19013373151654 -64.425238225478878 81.45208584603202 -19416.105534985461 -3333.1341949847174 43157.072277607367 -60443.03969694284 93334.289111196937 -3342.5548632812497 -128745.02080078126 75191.548346650103 -102102.26619591347 -14850.276005144817 109508.81342136548 243283.95003255212 -1414.5123718261721 177181.82712890627 -22818.367177847933 -5900.6510499203941 -33227.26469784553 -63829.733997844829 -23852.548688344963 143654.39452387972 -21518.689391276042 -3992.1687765694523 -80864.949821294751 1099.4279816613218 -13198.805358905645 -3731.6898349611397 20909.360832962502 -18966.485051134845
leaf_weight=109599 1629650 2548796 446 3534 163 52 189 40 32 165 39 82 23 24 32 20 129 211 421 145 1473 53 60 1338 172 10883 645 3623 4693 1432
leaf_count=109599 1629650 2548796 446 3534 163 52 189 40 32 165 39 82 23 24 32 20 129 211 421 145 1473 53 60 1338 172 10883 645 3623 4693 1432
internal_value=0 39.0515 -734.438 -6739.01 10141.6 34874.6 45179.2 -8840.49 17124.8 24739.5 11995.7 45299.1 -11160.4 79340.4 122858 67276.4 14010.4 -20908.1 -18667 -8020.01 -26025.6 -18166.6 55951.9 -2074.08 -47044.6 -328.719 2862.36 8491.74 16788 -1233.86
internal_weight=0 2.68851e+06 139718 8843 979 533 481 7864 645 613 497 247 7219 116 76 52 292 250 3685 1506 2179 1586 113 1361 593 130875 21276 8961 5338 12315
internal_count=4318164 2688514 139718 8843 979 533 481 7864 645 613 497 247 7219 116 76 52 292 250 3685 1506 2179 1586 113 1361 593 130875 21276 8961 5338 12315
is_linear=0
shrinkage=0.1


Tree=2391
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 2 6 3 0 2 3 1 0 0 0 3 3 0 5 3 3 3 0 0 4 3 5 5 0 5
split_gain=1.33362e+12 1.89586e+13 4.38846e+13 2.45056e+13 2.19177e+13 2.18411e+13 1.89777e+13 1.86114e+13 1.7084e+13 1.68714e+13 2.39281e+13 1.57481e+13 1.28908e+14 1.57926e+14 1.35742e+14 7.42856e+13 7.42613e+13 1.1243e+14 1.11847e+14 8.61065e+13 7.31329e+13 7.19021e+13 4.80072e+13 4.65067e+13 3.89903e+13 3.4995e+13 2.81054e+13 3.01425e+13 2.80721e+13 3.63224e+13
threshold=37.328003200000005 44.874285750000006 37.314272700000011 47.415000000000006 6.5000000000000009 12.500000000000002 1.5000000000000002 11.500000000000002 44.732363600000006 10.500000000000002 12.500000000000002 37.342273500000012 55.664473600000008 55.628356700000005 55.719391050000006 10.500000000000002 16.500000000000004 55.801980100000009 64.405000000000015 11.500000000000002 5.5000000000000009 23.500000000000004 55.727011600000004 55.806974650000008 2.5000000000000004 5.5000000000000009 42.005000000000003 60.905000000000008 44.893607100000004 65.045000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 9 -7 8 -1 -5 -11 12 13 25 24 26 17 20 23 -20 -16 -17 -22 -19 -14 -2 -15 -28 -27 -30
right_child=11 -3 4 5 -6 6 -8 -9 -10 10 -12 -13 14 15 16 21 -18 18 19 -21 22 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-11152.298780858895 9337.7672480652309 91.303113399382795 19738.861974187621 9119.8580734569914 62607.521145984741 110116.34014923878 -6040.1859375000004 -38175.024977805399 15276.860419753502 -130296.07299107144 -1470.3055069633153 -8.7871895341280641 -68818.497627185643 56188.520670572914 95812.310396358953 17566.653879734364 14352.971369612011 -153886.05388816551 -153873.00027573531 -29795.598772615132 -84503.048857060188 106866.62933485243 75010.055482219832 -20584.611775639914 -156773.95318855406 -7253.3466629024688 252574.29114583335 111467.18821455793 -943.2195416449581 29872.293027052237
leaf_weight=823 2208 597738 389 2118 172 39 22 176 348 21 46 3700174 252 39 109 546 578 27 136 95 54 108 29 854 63 8392 24 41 2074 469
leaf_count=823 2208 597738 389 2118 172 39 22 176 348 21 46 3700174 252 39 109 546 578 27 136 95 54 108 29 854 63 8392 24 41 2074 469
internal_value=0 138.09 6870.43 2809.03 32882.2 9204.66 68223.8 -7855.08 -3298.03 7556.98 -41848.5 -22.3652 -3143.31 414.204 -25652.6 44797.2 -15483.4 -28708.5 -40909.6 -102845 41956.6 32313.4 -28769.6 -24669.9 -86409.6 -2145.51 123301 163568 -4464.22 4740.02
internal_weight=0 601892 4154 3593 561 2246 61 1347 1171 2185 67 3.71627e+06 16098 13901 2197 758 1882 1304 1112 231 192 654 83 881 315 13143 104 65 10935 2543
internal_count=4318164 601892 4154 3593 561 2246 61 1347 1171 2185 67 3716272 16098 13901 2197 758 1882 1304 1112 231 192 654 83 881 315 13143 104 65 10935 2543
is_linear=0
shrinkage=0.1


Tree=2392
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 6 3 3 0 3 5 5 5 3 0 5 0 3 3 0 6 0 3 5 3 3 3
split_gain=1.21407e+12 1.2433e+13 6.58352e+13 1.60718e+14 1.25432e+14 1.3462e+14 1.20249e+14 1.29462e+14 1.0768e+14 8.96556e+13 7.71512e+13 1.49978e+14 7.59002e+13 7.11232e+13 6.54592e+13 6.45519e+13 6.32857e+13 6.16977e+13 5.80868e+13 7.18096e+13 6.515e+13 9.81481e+13 5.7787e+13 6.51007e+13 5.5773e+13 1.01109e+14 1.02848e+14 5.43505e+13 4.61798e+13 6.31399e+13
threshold=37.39371280000001 37.417247200000006 55.628356700000005 55.719391050000006 55.68356880000001 55.645049100000001 55.801980100000009 55.885524800000006 1.5000000000000002 12.500000000000002 15.500000000000002 55.727011600000004 22.500000000000004 39.025000000000013 116.06000000000002 40.905000000000008 22.500000000000004 55.619594000000006 43.810000000000009 55.826364100000013 17.500000000000004 16.500000000000004 55.657530000000008 1.5000000000000002 56.121679000000007 8.5000000000000018 46.010000000000012 5.5000000000000009 25.500000000000004 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 8 9 18 15 -5 11 -11 -6 -13 17 -4 -7 -2 -8 -20 21 -21 -18 -24 25 26 -9 -28 29 -12
right_child=1 -3 3 6 12 16 7 24 -10 10 28 13 -14 -15 -16 -17 22 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=125.93064169045918 8425.3165577784675 -9.2135991772627701 -32879.334393988713 -6889.0085391206339 -42595.6441415191 -12372.679265122648 -3893.0412581317305 -5561.7681418971015 7398.8701053714412 -80399.481874999998 20766.579077078059 -763.01123589409735 -126499.57293819306 157066.96410000566 -171349.20421875 -94512.45878264471 48211.514929649114 110640.59356608073 -1480.4880294400361 -33378.911194340319 -30196.134164713545 -132953.98168149797 -18124.218031885899 76727.296828978098 -59434.420355534967 5778.673163600688 68770.685923258468 213194.33903508773 -3131.0936887884982 73731.092959281435
leaf_weight=650275 3739 3649378 315 1262 826 1735 1229 76 281 45 1561 36 124 138 20 369 407 60 573 223 1050 178 430 87 118 2638 48 57 623 263
leaf_count=650275 3739 3649378 315 1262 826 1735 1229 76 281 45 1561 36 124 138 20 369 407 60 573 223 1050 178 430 87 118 2638 48 57 623 263
internal_value=0 -22.3261 -2607.4 -5647.93 -21203.7 -12725.1 1384.29 -7299.98 -44718.1 15069.5 25464 82327.8 -53547.3 124412 9089.74 -66128.8 -1114.2 10039.7 -21041.5 -31454.3 -43291 -77579.3 20025.9 -2162.74 7920.07 10739.5 83040.8 147172 20374.8 28403.5
internal_weight=0 3.66789e+06 18511 14692 4574 3624 10118 6190 965 3928 2666 219 950 174 3819 684 2659 3799 3253 2024 1451 401 924 517 2937 2819 181 105 2447 1824
internal_count=4318164 3667889 18511 14692 4574 3624 10118 6190 965 3928 2666 219 950 174 3819 684 2659 3799 3253 2024 1451 401 924 517 2937 2819 181 105 2447 1824
is_linear=0
shrinkage=0.1


Tree=2393
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 5 3 5 3 3 5 3 2 5 3 4 5 5 5 3 3 0 5 3 0 0 5 5
split_gain=1.04107e+12 2.31422e+13 4.61679e+13 2.62015e+14 2.16227e+14 2.04778e+14 1.23163e+14 9.13368e+13 8.16117e+13 7.66967e+13 9.22802e+13 8.63518e+13 6.21646e+13 6.77451e+13 6.18997e+13 5.89144e+13 5.37152e+13 5.15177e+13 6.55781e+13 5.13739e+13 5.03065e+13 4.98563e+13 8.72849e+13 7.64802e+13 6.76093e+13 5.13162e+13 6.8022e+13 5.92788e+13 6.99743e+13 8.02894e+13
threshold=37.457850350000008 37.436176200000013 55.708120100000009 55.68356880000001 55.812836050000008 11.500000000000002 55.826364100000013 75.015000000000015 25.500000000000004 46.405000000000008 15.500000000000002 16.500000000000004 51.405000000000008 15.500000000000002 2.5000000000000004 55.005000000000003 5.5000000000000009 3.5000000000000004 109.05000000000001 46.405000000000008 44.905000000000008 24.500000000000004 17.500000000000004 55.664473600000008 73.995000000000019 15.500000000000002 55.674875350000008 55.601678500000013 45.005000000000003 42.895000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 5 16 12 -8 9 -7 15 -12 -6 -14 -13 -11 20 -9 -19 -5 -4 22 25 -23 -24 27 -27 -3 29 -29
right_child=-2 2 4 19 6 8 7 17 -10 10 11 14 13 -15 -16 -17 -18 18 -20 -21 -22 23 24 -25 -26 26 -28 28 -30 -31
leaf_value=19.250239198707302 -21.663926916149322 6289.5811181795016 63947.873622451909 -98970.83267203554 -21798.448381310853 35990.5993099318 -42.83291810885401 56657.783062230032 -17056.487056107955 230591.80535656158 -106936.22065217391 -26501.988302364865 27322.822871767243 -144326.71137387387 111941.67970979946 115056.07568411878 -15400.863003897452 -65516.675894976273 123229.82692057293 -236756.72899709304 -11096.456356534092 -68732.195804907577 24598.381823349442 62598.677790178568 137038.97157860472 -11028.882200318192 -127812.87813265932 -19442.149811859996 -63716.866060144763 126376.47750651043
leaf_weight=685966 3614531 6266 238 73 199 181 4806 463 77 84 23 37 29 111 254 93 444 79 24 43 143 213 865 56 57 2261 51 177 272 48
leaf_count=685966 3614531 6266 238 73 199 181 4806 463 77 84 23 37 29 111 254 93 444 79 24 43 143 213 865 56 57 2261 51 177 272 48
internal_value=0 111.287 3684.83 -597.326 9787.42 42604 742.883 4431.94 80459.2 91632.9 112145 79595.8 -57716.2 -108771 94338.9 169887 8236.14 42428 -21536.9 -150047 35781.6 1091.37 2234.51 -41391.9 31549.7 -743.848 -13605 3652.87 -29589.9 11665.8
internal_weight=0 703633 17667 10382 7285 1574 5711 5372 749 672 491 314 339 140 291 177 825 566 103 116 381 10266 9997 269 922 9075 2312 6763 497 225
internal_count=4318164 703633 17667 10382 7285 1574 5711 5372 749 672 491 314 339 140 291 177 825 566 103 116 381 10266 9997 269 922 9075 2312 6763 497 225
is_linear=0
shrinkage=0.1


Tree=2394
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 5 2 6 3 3 4 1 5 3 1 5 5 0 5 2 2 0 0 6 0 0 3 4 1 1
split_gain=9.69277e+11 8.23581e+12 6.14229e+13 3.79667e+13 1.44386e+13 1.33115e+13 1.09672e+13 1.61879e+13 1.05879e+13 1.02228e+13 9.34157e+12 1.01539e+13 2.2798e+13 3.22889e+13 2.08185e+13 4.2494e+13 2.42512e+13 2.97552e+13 4.88313e+13 4.154e+13 7.21191e+13 1.06562e+14 4.558e+13 4.23923e+13 2.06928e+13 3.84447e+13 3.45702e+13 2.06841e+13 2.14201e+13 1.95327e+13
threshold=34.010000000000012 83.006817700000013 83.003420700000007 55.017213950000006 56.054485600000007 29.985000000000003 8.5000000000000018 1.5000000000000002 10.500000000000002 18.500000000000004 1.5000000000000002 37.582182450000005 31.795000000000005 9.5000000000000018 37.615058950000012 33.395000000000003 18.050000000000004 55.708120100000009 29.610000000000003 4.5000000000000009 2.5000000000000004 55.769960200000007 55.777112100000004 1.5000000000000002 55.795550600000006 55.664473600000008 17.500000000000004 1.0000000180025095e-35 37.533784800000006 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 9 -6 7 -5 -8 -3 11 12 -1 -14 15 16 -13 -18 -19 20 21 -20 -22 -21 25 -17 -27 28 -15 -25
right_child=-2 4 3 6 5 -7 8 -9 -10 -11 -12 14 13 27 -16 24 17 18 19 23 22 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=426.14177804503328 -21.061869055236627 -1376.5741108000673 123.79430283180983 6144.2527916929339 -2828.9282573498222 8146.4807234089012 31563.730709531199 23651.700025734972 -23982.15900599162 8696.9204420713068 -2317.2301068951797 -2646.7927715462702 -5563.8748955695928 -14086.374595133464 328.18385884666816 -9161.2949190139771 4097.5015513208764 11876.693329625865 199565.17069444444 -49259.174707031256 -116147.51772693451 19323.4746753535 7455.2261092991512 138696.12103308478 28669.795265151515 -52761.608754185276 -189876.05113636365 578.72221001087803 72804.420272090516 72552.911845066235
leaf_weight=75905 3605602 70604 1764 1041 1683 3218 734 1072 36 1022 15099 1420 18856 1308 490198 256 2096 1525 45 23 42 121 103 66 66 112 22 23958 29 138
leaf_count=75905 3605602 70604 1764 1041 1683 3218 734 1072 36 1022 15099 1420 18856 1308 490198 256 2096 1525 45 23 42 121 103 66 66 112 22 23958 29 138
internal_value=0 106.574 224.5 11679.3 -873.536 4377.53 18749.6 15026.4 28966.8 -1232.84 140.193 200.4 -624.831 -2431.68 400.052 6237.58 8636.57 12489 21014.8 46917.4 23177.7 68184.2 -28346.9 79441.8 -23113.3 -31876.6 -75272.9 -96.8027 -12201.7 93952.2
internal_weight=0 712562 636035 4647 76527 4901 2883 2113 770 71626 631388 616289 120056 44151 496233 6035 5579 4159 2063 538 311 166 145 227 456 390 134 25295 1337 204
internal_count=4318164 712562 636035 4647 76527 4901 2883 2113 770 71626 631388 616289 120056 44151 496233 6035 5579 4159 2063 538 311 166 145 227 456 390 134 25295 1337 204
is_linear=0
shrinkage=0.1


Tree=2395
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 5 0 3 5 3 0 0 3 5 3 0 2 5 3 1 3 1 5 1 1 1 5 0 6 3
split_gain=1.2279e+12 1.26081e+13 2.55883e+13 2.09402e+13 1.65145e+13 2.92815e+13 1.62113e+13 1.67029e+13 2.04646e+13 1.53184e+13 1.64266e+13 1.44725e+13 2.29593e+13 1.69691e+13 1.3973e+13 1.34097e+13 1.60726e+13 2.65272e+13 1.46014e+13 2.06361e+13 2.16473e+13 1.43693e+13 2.33659e+13 1.46204e+13 1.70661e+13 1.32478e+13 4.08037e+13 3.83529e+13 2.4573e+13 3.58971e+13
threshold=31.010000000000002 37.642309100000013 37.582182450000005 55.885524800000006 8.5000000000000018 27.010000000000002 55.518428350000008 15.500000000000002 18.050000000000004 22.500000000000004 55.801980100000009 43.465905150000005 12.500000000000002 30.990000000000006 11.500000000000002 44.893607100000004 7.5000000000000009 29.985000000000003 9.5000000000000018 39.704585000000002 17.500000000000004 39.036172050000012 29.610000000000003 37.752451500000006 37.777459000000007 37.503486000000002 27.010000000000002 55.899899800000007 1.5000000000000002 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 6 -3 -6 -4 8 -8 10 -9 12 13 -7 -15 16 -13 18 -18 -20 -21 22 -17 -24 -25 -1 -27 28 -28 -30
right_child=-2 4 3 -5 5 11 7 9 -10 -11 -12 15 -14 14 -16 21 17 -19 19 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=825.68061988107968 16.867306659732247 190.84661396305029 -18448.834878906251 -12584.99149869426 112.59780584740349 17587.800619037338 4041.7716344007467 -12874.612394325406 18243.351011676041 8390.9033536007282 26189.836706149195 -16098.185236129175 -47486.366499159078 40399.826791487074 143551.95937500001 -4357.2737339823989 -19135.560964712731 -12823.905181029133 7245.539977649808 97471.971444310911 -9458.8575624999994 -3271.7628966711641 -8302.5246553269208 49223.138713507404 6409.0526958430382 -9977.2149020944562 -10860.536398493203 -18899.933265394971 13015.563869535006 78103.314968837789
leaf_weight=64317 3925418 175673 225 534 72647 104 1672 816 2581 1585 124 1556 36 29 24 4658 52 428 97 78 25 53045 691 95 4661 4205 412 519 1768 89
leaf_count=64317 3925418 175673 225 534 72647 104 1672 816 2581 1585 124 1556 36 29 24 4658 52 428 97 78 25 53045 691 95 4661 4205 412 519 1768 89
internal_value=0 -168.585 961.916 6503.12 -452.551 -1270.25 7958.64 8835.26 12660.2 2392.65 -7721.43 -2802.15 24541.3 41057.2 87110.2 -2882.86 -10493.4 2331.59 28071.9 40345.8 71517.9 -2613.38 842.708 5289.47 7264.25 376.248 -3757.34 5623.78 11233.2 16135
internal_weight=0 392746 78847 7537 313899 138226 7003 6778 4253 2525 940 65579 193 157 53 65386 2236 680 252 200 103 63150 10105 5447 4756 71310 6993 2788 2269 1857
internal_count=4318164 392746 78847 7537 313899 138226 7003 6778 4253 2525 940 65579 193 157 53 65386 2236 680 252 200 103 63150 10105 5447 4756 71310 6993 2788 2269 1857
is_linear=0
shrinkage=0.1


Tree=2396
num_leaves=31
num_cat=0
split_feature=5 0 1 0 4 1 1 4 1 1 5 3 5 0 4 1 0 0 4 4 1 0 4 3 0 1 1 3 1 5
split_gain=1.00419e+12 7.30807e+12 1.38174e+13 1.0632e+13 1.535e+13 1.24123e+13 1.19224e+13 9.65074e+12 1.3006e+13 1.31726e+13 2.51506e+13 1.28909e+13 1.26376e+13 1.0613e+13 9.69769e+12 8.23138e+12 8.90089e+12 1.13627e+13 8.7248e+12 8.13445e+12 1.35706e+13 1.25333e+13 7.59624e+12 1.34323e+13 8.04891e+12 7.58736e+12 1.51702e+13 7.58102e+12 7.41734e+12 6.85046e+12
threshold=22.030000000000005 57.131524800000008 37.214886200000009 57.178027650000011 4.5000000000000009 65.480823400000006 65.58467570000002 2.5000000000000004 30.278357500000002 30.578016350000002 13.050000000000002 6.5000000000000009 13.050000000000002 63.563300600000012 1.5000000000000002 37.39371280000001 55.885524800000006 55.851332700000007 1.0000000180025095e-35 1.0000000180025095e-35 30.362552800000003 59.939091550000008 1.5000000000000002 3.5000000000000004 55.924336300000007 39.826386800000009 54.845880150000006 7.5000000000000009 37.098288800000006 19.650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 5 7 27 29 12 -9 11 13 -10 19 25 -14 16 17 -4 -19 -5 21 -21 24 -24 28 -11 -27 -3 -1 -7
right_child=-2 3 15 4 -6 6 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=10241.623091588395 6.6642220748654326 20861.28174263535 -7728.6446560620316 -7167.5195941903003 77208.218124999999 -16552.946926047251 -3030.6095915777037 -85952.867071759261 92936.984607514882 -55695.024254261371 -124987.77698863635 -12403.106565504808 -1592.4306263202604 -79380.528710937506 -52225.759138569083 71.896526449173379 -46063.547218605323 23771.41191259991 -13408.949043188204 18549.418778796076 11610.935036395771 100978.80120535714 39002.298521423341 -38864.268825954867 23725.609116147272 71255.0057650862 -11584.131878990256 -3131.5996963671405 -22588.331554094148 -38371.335333322109
leaf_weight=534 4237242 157 2008 173 25 832 660 27 21 22 22 26 8281 20 38 65412 54 217 89 39 493 35 32 72 441 29 93 817 79 174
leaf_count=534 4237242 157 2008 173 25 832 660 27 21 22 22 26 8281 20 38 65412 54 217 89 39 493 35 32 72 441 29 93 817 79 174
internal_value=0 -348.952 47.2705 -2628.23 -1045 -8231.88 -13474.7 -1254.93 -20250.4 -12636.8 -24589 34663.7 -709.747 -11120.9 -1823.72 -137.779 -5929.71 -4993.14 12957.5 11813.4 17604.7 57536.3 10878.6 -14905.3 13422.7 -1640.41 8107.14 735.836 6010.68 -20326.7
internal_weight=0 80922 68938 11984 9344 2640 1666 9319 260 233 186 47 9059 164 8319 67780 2368 2314 306 740 567 74 1158 104 1054 144 122 974 613 1006
internal_count=4318164 80922 68938 11984 9344 2640 1666 9319 260 233 186 47 9059 164 8319 67780 2368 2314 306 740 567 74 1158 104 1054 144 122 974 613 1006
is_linear=0
shrinkage=0.1


Tree=2397
num_leaves=31
num_cat=0
split_feature=5 5 1 4 3 1 1 0 0 4 1 3 2 3 3 4 1 5 4 3 0 4 0 3 3 1 1 1 4 0
split_gain=1.0764e+12 6.15889e+12 7.83465e+12 1.30072e+13 2.68943e+13 4.97955e+12 6.65844e+12 4.79844e+12 5.07886e+12 2.23185e+13 1.07416e+13 1.37335e+13 1.0128e+13 9.85856e+12 1.97411e+13 7.63118e+12 6.93806e+12 5.10793e+12 3.1243e+13 6.74592e+12 6.5267e+12 5.644e+12 5.63855e+12 5.63014e+12 4.99747e+12 4.89151e+12 4.83127e+12 6.69263e+12 5.12525e+12 4.75944e+12
threshold=18.050000000000004 20.010000000000002 113.46563545000002 2.5000000000000004 6.5000000000000009 65.659480050000013 78.608766650000021 43.465905150000005 43.592450450000008 1.5000000000000002 39.753614400000011 4.5000000000000009 2.5000000000000004 9.5000000000000018 4.5000000000000009 1.0000000180025095e-35 39.787929450000007 16.850000000000005 1.5000000000000002 5.5000000000000009 43.642715500000008 1.0000000180025095e-35 55.734663800000007 8.5000000000000018 7.5000000000000009 65.565203050000022 39.739656000000004 39.726951800000002 1.0000000180025095e-35 43.056445700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 -7 29 9 10 11 26 15 14 -11 -13 -12 -10 19 20 -19 24 -20 25 -21 -23 27 28 -9 -1
right_child=1 -3 -4 4 -6 6 -8 8 17 13 16 12 -14 -15 -16 -17 -18 18 22 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2409.7751885789439 -2437.5147726741902 4.3837407762235943 57990.922336647731 -140685.19718750002 23309.47609375 26010.541484840032 572.94464712757986 -5985.8055338541672 -346.91715964377346 107747.38966619319 -73403.489906250004 -14587.728731142241 -46790.664976728731 121074.86078869049 -22135.829019531251 65705.661171875006 -10999.436183215726 -17158.235702727561 -38739.448889508931 -11001.000733805668 5590.5096208751602 -5687.6294778664023 -97304.794921875 -7274.9271665666492 3830.072155355751 16962.940520013548 -3117.6832124255957 84241.850364774815 62557.199687499997 -20739.299096914441
leaf_weight=155 17151 4263643 22 20 20 105 5148 24 20607 22 25 29 47 21 25 20 62 129 35 247 5646 179 31 1430 2834 204 21 34 20 208
leaf_count=155 17151 4263643 22 20 20 105 5148 24 20607 22 25 29 47 21 25 20 62 129 35 247 5646 179 31 1430 2834 204 21 34 20 208
internal_value=0 -4.31772 -1655.7 -1714.16 -58687.9 -1612.44 1081.41 577.326 708.269 12687.7 287.559 13323.8 -13626 64112 38660.6 18185.1 -28931.6 574.492 2343.24 2767.55 5082.36 36.0412 -66247.4 -4390.95 2641.08 6376.9 39456.9 50919.3 25170.1 -10854.7
internal_weight=0 4.28611e+06 22466 22444 40 22404 5253 32055 31692 350 282 195 96 68 47 49 87 31342 10735 10669 5775 4894 66 1813 3081 383 99 78 44 363
internal_count=4318164 4286109 22466 22444 40 22404 5253 32055 31692 350 282 195 96 68 47 49 87 31342 10735 10669 5775 4894 66 1813 3081 383 99 78 44 363
is_linear=0
shrinkage=0.1


Tree=2398
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 3 1 0 0 2 6 0 0 3 0 0 0 1 3 5 6 3 3 1 1 1 1 1 3 1
split_gain=1.03338e+12 7.92454e+12 1.71456e+13 2.05289e+13 2.70103e+13 2.84329e+13 2.25363e+13 2.14147e+13 2.5287e+13 1.72738e+13 2.18157e+13 1.64031e+13 1.99509e+13 1.61832e+13 1.5697e+13 2.73682e+13 2.35106e+13 1.56773e+13 1.50496e+13 1.45382e+13 1.43548e+13 1.41779e+13 1.95138e+13 3.20139e+13 3.72676e+13 4.43914e+13 1.92102e+13 1.92592e+13 1.83758e+13 1.81757e+13
threshold=34.010000000000012 32.475000000000001 37.620907050000007 15.500000000000002 37.752451500000006 16.500000000000004 37.889331900000009 55.784980300000008 55.899899800000007 6.5000000000000009 1.5000000000000002 54.864040150000001 54.959412650000012 25.500000000000004 55.664473600000008 55.576287050000012 55.645049100000001 37.615058950000012 11.500000000000002 33.395000000000003 1.5000000000000002 23.500000000000004 15.500000000000002 37.582182450000005 37.533784800000006 37.516458750000005 30.410108300000001 30.370618100000005 20.500000000000004 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -4 5 19 7 14 -9 10 -7 -8 -13 17 15 -6 -17 21 -19 -5 -16 22 -3 24 25 29 27 -23 -27 -24
right_child=-2 2 3 4 6 9 11 8 -10 -11 -12 12 -14 -15 20 16 -18 18 -20 -21 -22 26 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-100.8190085871539 -21.747207771194059 -2348.1903260126778 638.88088327512696 24717.132260366703 -356.43069650508738 65162.324779361639 676.26972056251907 -70000.182159153759 -10713.565169640744 17142.165031038174 4157.2034295944941 27977.989015272797 5874.7654865985733 10918.056829308438 2859.7219867099861 -140204.78567708333 -32669.582474007286 9222.4592483875367 -24743.320535549588 -39087.928495065797 47782.348178205822 -3733.9838904246844 1918.0838364119275 -42959.398243543837 40828.668963132986 -32929.889224137929 -14771.855596185145 29336.90739016189 -149920.37549999999 17221.263212001722
leaf_weight=509046 3605602 19661 150957 52 432 194 7730 113 198 680 84 427 9359 1022 390 24 133 172 540 114 87 1908 5886 144 274 29 1793 194 25 894
leaf_count=509046 3605602 19661 150957 52 432 194 7730 113 198 680 84 427 9359 1022 390 24 133 172 540 114 87 1908 5886 144 274 29 1793 194 25 894
internal_value=0 110.042 637.46 1037.9 4047.05 19107.3 3151.07 -9166.96 -32255 25727.9 46729.1 4119.44 6839.21 -1466.42 -2431.14 -13351.4 -49108.1 -1867.97 -16538.1 -19100.8 11053.2 -1528.93 -712.823 3720.85 4666.53 3216.66 -7167.91 -681.77 -87092.2 3935.94
internal_weight=0 712562 203516 170974 20017 1124 18893 1377 311 958 278 17516 9786 32542 1066 589 157 31520 712 166 477 30808 26913 7252 7108 6834 3895 2102 54 6780
internal_count=4318164 712562 203516 170974 20017 1124 18893 1377 311 958 278 17516 9786 32542 1066 589 157 31520 712 166 477 30808 26913 7252 7108 6834 3895 2102 54 6780
is_linear=0
shrinkage=0.1


Tree=2399
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 0 0 0 6 1 1 0 2 5 3 1 3 5 3 0 5 5 3 5 3 0 3 3
split_gain=1.15204e+12 1.00067e+13 6.63022e+13 1.18937e+14 7.86869e+13 6.496e+13 6.14475e+13 9.52205e+13 9.44803e+13 1.07378e+14 1.231e+14 2.10574e+14 7.27085e+13 1.05819e+14 8.82359e+13 7.77218e+13 6.99038e+13 1.19811e+14 2.64884e+14 1.45458e+14 1.14909e+14 1.0066e+14 6.95996e+13 6.69207e+13 8.02684e+13 7.19907e+13 5.94926e+13 1.25936e+14 1.19163e+14 8.13804e+13
threshold=37.39371280000001 37.436176200000013 55.860536450000005 55.74310830000001 4.5000000000000009 60.310000000000009 55.619594000000006 55.535913550000011 55.645049100000001 55.657530000000008 1.5000000000000002 37.417247200000006 37.417247200000006 55.719391050000006 14.500000000000002 36.005000000000003 21.500000000000004 37.417247200000006 22.500000000000004 75.750000000000014 24.500000000000004 55.628356700000005 98.020000000000024 66.990000000000023 6.5000000000000009 46.405000000000008 12.500000000000002 55.708120100000009 14.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 -2 16 10 -10 22 13 15 -15 -11 -8 21 19 -19 -20 -18 -12 25 -25 -14 27 -26 -28 -30
right_child=1 -3 -4 4 5 -7 8 -9 9 12 11 -13 23 14 -16 -17 17 18 20 -21 -22 -23 -24 24 26 -27 28 -29 29 -31
leaf_value=122.67139461776446 -2642.2671440172735 -5.375121405326369 -9066.034818692413 -136149.08956752234 6814.9330210418184 29142.069665714953 -28377.010557100813 25995.896808550435 61081.755173987389 13083.045737040753 -26483.832354572842 64796.955742472637 12705.559288804365 -5923.2890964211147 59268.781780935708 -37137.19895433935 144700.20105842591 36798.528045752515 -48318.00920815362 166944.8255905009 -1882.9042742866359 -88549.141297918788 119280.53925206802 -113479.26372466216 326248.97010788694 -17882.259833079162 -36979.028368426072 52457.429513113842 226858.70330528845 44520.960717306181
leaf_weight=650275 3639 3632198 9081 35 3920 1952 2520 1705 558 370 896 411 1570 1015 261 1844 20 435 720 107 2051 247 34 37 21 1509 205 84 26 418
leaf_count=650275 3639 3632198 9081 35 3920 1952 2520 1705 558 370 896 411 1570 1015 261 1844 20 435 720 107 2051 247 34 37 21 1509 205 84 26 418
internal_value=0 -21.7482 -1688.01 829.839 13346 14237 -2741.27 6494.72 -5954.84 411.237 21612 5188.35 -5058.91 -15525.3 7411.45 -28744.5 -15617.7 -6636.31 -1442.91 62491.6 -13948.3 -71077.3 -21154.8 4379.77 30324 -2285.35 37380.7 107216 26082.3 55198.4
internal_weight=0 3.66789e+06 35691 26610 5907 5872 20703 5344 15359 9259 1899 1341 7360 3490 1276 2214 6100 3580 3313 542 2771 267 930 3870 791 3079 754 105 649 444
internal_count=4318164 3667889 35691 26610 5907 5872 20703 5344 15359 9259 1899 1341 7360 3490 1276 2214 6100 3580 3313 542 2771 267 930 3870 791 3079 754 105 649 444
is_linear=0
shrinkage=0.1


Tree=2400
num_leaves=31
num_cat=0
split_feature=0 1 5 0 0 3 5 5 5 2 5 5 5 5 5 5 0 3 3 5 5 2 5 5 0 1 3 3 5 5
split_gain=9.913e+11 1.16318e+13 1.66145e+13 2.2349e+13 1.37235e+13 2.55785e+13 2.21122e+13 2.08042e+13 7.19893e+13 2.87388e+13 1.33496e+13 2.84179e+13 1.97301e+13 4.52296e+13 3.72851e+13 2.04023e+13 4.51014e+13 4.10079e+13 1.51506e+13 1.35805e+13 2.17264e+13 1.20571e+13 1.18578e+13 1.47971e+13 1.14946e+13 1.70982e+14 7.25752e+13 7.63754e+13 7.3796e+13 5.29115e+13
threshold=54.811549550000009 20.507360500000004 36.005000000000003 54.947737500000009 54.934662400000008 6.5000000000000009 101.05000000000001 104.75000000000001 87.395000000000024 4.5000000000000009 38.905000000000008 48.035000000000004 65.045000000000016 65.50500000000001 64.405000000000015 72.705000000000013 54.959412650000012 5.5000000000000009 9.5000000000000018 70.00500000000001 69.015000000000015 7.5000000000000009 38.610000000000007 36.715000000000011 54.864040150000001 83.093115700000013 9.5000000000000018 8.5000000000000018 82.00500000000001 67.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 10 -10 22 -12 14 -14 -13 18 17 -17 19 20 21 -15 23 -6 25 -3 27 -27 -28 -29
right_child=1 24 4 -5 7 -7 -8 -9 9 -11 11 12 13 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=73.990620697121031 -74.701949409751791 -5833.8326503333774 -80943.356874408142 -73241.158678181979 65203.470446777348 28384.290710100446 39083.462187500001 -40089.20375236743 172475.84369140628 37427.46766826923 -23234.801453273609 22060.177683428759 -86074.554430173477 27316.620393123183 127929.06303710939 15623.972997246416 106134.39150000001 -101819.3792429957 -47606.105691964287 92842.584012957319 -49792.442241379315 99218.20947265625 61454.582641601562 -19767.678083881579 -21.620145424595265 36555.236879385026 55446.137951896424 -10574.69001767792 204883.41875000001 -175277.53846726191
leaf_weight=1275761 184 14747 66 54 32 70 20 66 40 26 230 438 53 86 36 61 25 58 21 41 29 32 96 57 3024470 873 155 274 42 21
leaf_count=1275761 184 14747 66 54 32 70 20 66 40 26 230 438 53 86 36 61 25 58 21 41 29 32 96 57 3024470 873 155 274 42 21
internal_value=0 -31.0262 7958.81 -16675.5 11662.5 -16498 -53030.1 14741 17400 119275 12207.9 8062.88 16243 64.0289 30100.9 12997 -15966 -41617.3 32952.4 41950.9 27756.7 46815.4 37077.8 10783.7 -35.8113 -2699.72 31160.2 21690.4 87305.9 -22299.3
internal_weight=0 3.0424e+06 1821 238 1583 156 86 1427 1361 66 1295 1110 880 406 474 353 144 119 209 188 147 118 185 89 3.04058e+06 16112 1365 1168 197 295
internal_count=4318164 3042403 1821 238 1583 156 86 1427 1361 66 1295 1110 880 406 474 353 144 119 209 188 147 118 185 89 3040582 16112 1365 1168 197 295
is_linear=0
shrinkage=0.1


Tree=2401
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 5 0 1 2 2 3 6 1 3 3 1 3 5 0 2 5 5 5 1 1 0 5 3 3
split_gain=9.84394e+11 3.4922e+13 1.15e+14 1.43124e+14 1.29245e+14 2.26077e+14 1.15166e+14 1.06611e+14 8.55831e+13 7.69998e+13 8.33767e+13 7.6785e+13 1.33851e+14 1.43475e+14 8.46029e+13 7.2221e+13 9.08849e+13 1.14811e+14 6.76918e+13 6.28165e+13 6.14243e+13 6.06875e+13 5.88721e+13 6.1955e+13 5.8628e+13 5.78477e+13 1.3494e+14 5.75146e+13 5.39898e+13 1.4287e+14
threshold=55.899899800000007 55.87722990000001 37.417247200000006 37.533784800000006 37.712318250000003 37.971176850000006 36.995000000000012 55.885524800000006 53.243495500000009 5.5000000000000009 3.5000000000000004 21.500000000000004 1.5000000000000002 37.597123000000003 24.500000000000004 21.500000000000004 37.475443250000005 29.500000000000004 65.50500000000001 55.885524800000006 22.500000000000004 98.020000000000024 63.145000000000003 62.995000000000012 37.487839250000007 37.726745000000001 55.885524800000006 44.905000000000008 5.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 27 6 7 25 19 9 -7 10 -5 12 -11 -14 20 28 -17 -18 -12 -4 -13 -20 23 -16 -19 26 -6 -3 -8 -30
right_child=-2 2 3 4 5 8 15 -9 -10 11 18 14 13 -15 22 16 17 24 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.3916484759030565 73.007978410850896 -3339.3318430947616 40982.014476500772 -1830.2318448102681 45288.007094696215 -1168.7431614708435 -9390.1567053747403 14376.177093222173 -74331.629228219696 -34127.939369968226 -20409.454926871822 20368.612082769563 -30516.341999170447 40842.850400595504 -3990.4994704046171 15025.179838282807 -80682.565197153905 126543.04657258066 -83370.591723916703 -5970.5846946587008 -42398.009645614162 60605.154296875 -40721.870156623074 100222.99443201866 -13490.496249429565 -70933.881011199948 -53737.936230617626 28158.185124744658 -111016.11429076648 -31030.938747217002
leaf_weight=2991712 1293583 892 435 1750 181 5157 884 5922 165 1262 878 3586 465 715 714 940 295 31 344 826 163 32 463 62 841 636 574 1656 243 2757
leaf_count=2991712 1293583 892 435 1750 181 5157 884 5922 165 1262 878 3586 465 715 714 940 295 31 344 826 163 32 463 62 841 636 574 1656 243 2757
internal_value=0 -31.2248 -3273.01 -4987.69 -1135.58 -12819.1 -17241.5 3659.67 -3437.04 -2422.67 -15932.9 3039.63 -11489.3 12722.5 10152.6 -23022.9 -8115.98 -26755.8 -35613.7 10226.4 17639.6 -71117.3 -12501.7 4335.84 -8512.24 -48714.9 -29997.9 17131.6 -31109.7 -37509.7
internal_weight=0 3.02458e+06 32869 30321 23069 6713 7252 16356 5322 10434 3004 7430 2442 1180 4988 5991 2107 1167 1254 1261 3749 376 1239 776 872 1391 755 2548 3884 3000
internal_count=4318164 3024581 32869 30321 23069 6713 7252 16356 5322 10434 3004 7430 2442 1180 4988 5991 2107 1167 1254 1261 3749 376 1239 776 872 1391 755 2548 3884 3000
is_linear=0
shrinkage=0.1


Tree=2402
num_leaves=31
num_cat=0
split_feature=3 2 3 1 4 1 2 3 5 1 5 5 6 1 0 1 3 0 5 1 3 5 5 1 3 0 0 5 5 5
split_gain=1.08709e+12 8.33768e+12 1.26122e+13 2.31327e+13 2.58991e+13 2.89166e+13 3.70798e+13 3.2142e+13 1.5893e+13 2.31847e+13 2.70386e+13 3.59565e+13 6.79651e+13 2.72022e+13 1.91688e+13 1.72693e+13 1.58173e+13 1.47119e+13 1.43186e+13 1.72174e+13 1.79437e+13 1.88031e+13 1.62291e+13 1.33695e+13 1.2391e+13 1.12439e+13 2.24991e+13 1.54786e+13 1.04556e+13 8.76306e+12
threshold=27.500000000000004 22.500000000000004 31.500000000000004 37.559851850000008 1.0000000180025095e-35 37.66934650000001 23.500000000000004 29.500000000000004 79.730000000000018 37.487839250000007 56.505000000000003 48.035000000000004 1.5000000000000002 37.362912300000012 55.745923000000012 37.362912300000012 28.500000000000004 56.838612000000005 105.35000000000001 37.832345550000007 30.500000000000004 69.610000000000014 68.52500000000002 37.417247200000006 29.500000000000004 55.762622900000004 55.719391050000006 77.00500000000001 72.705000000000013 66.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -6 -8 9 10 11 -3 14 -12 -13 -10 -11 18 19 25 21 -21 -22 -15 -25 26 27 29 -27 -7
right_child=1 2 -4 4 5 17 7 -9 15 16 13 12 -14 23 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=4.7458817724279703 -1513.9722701541832 2794.8646795497875 -262.91413347730963 -38820.383708844864 185810.58764204546 34392.488862657061 93966.026448170742 -43594.716971982765 -27321.136309523812 58027.130619673291 36599.505397002555 107717.03392857144 220721.87265625002 -87283.061043722599 -3534.6876991401282 31941.885237775528 -28863.440859964496 66004.406524884267 78954.465359497073 5116.8833153984451 12527.902352539064 -33045.351628085707 85406.960511363635 -49331.466477864589 34463.476800781253 32824.757503836496 -18985.960798219774 -38111.313353587961 92385.032792968748 93328.448225350221
leaf_weight=4279873 26513 390 8700 84 22 194 41 29 63 22 49 21 23 57 59 224 439 54 32 547 100 169 44 60 25 112 122 27 40 29
leaf_count=4279873 26513 390 8700 84 22 194 41 29 63 22 49 21 23 57 59 224 439 54 32 547 100 169 44 60 25 112 122 27 40 29
internal_value=0 -530.458 1683.49 7185.03 15271.1 18180 72567.3 36976.6 -2109.39 -7383.76 4298.32 16673.7 69224.4 -27644.3 25668.9 18932.9 -24716.8 14776.1 12822.5 11293.4 2587.17 -3890.68 34796.5 -49812.9 -24685.9 25582.3 16218.8 33398.6 48498.5 42056.8
internal_weight=0 38291 11778 3078 1646 1562 92 70 1432 1145 684 493 103 191 80 287 461 1470 1416 1384 860 716 144 142 85 524 372 250 152 223
internal_count=4318164 38291 11778 3078 1646 1562 92 70 1432 1145 684 493 103 191 80 287 461 1470 1416 1384 860 716 144 142 85 524 372 250 152 223
is_linear=0
shrinkage=0.1


Tree=2403
num_leaves=31
num_cat=0
split_feature=2 0 3 1 5 1 3 2 5 0 5 5 1 3 0 0 0 1 0 5 5 6 5 5 3 5 1 2 2 5
split_gain=1.02865e+12 7.71707e+12 1.32034e+13 1.75261e+13 1.58953e+13 1.69133e+13 2.71154e+13 1.55575e+13 9.93061e+12 6.24623e+12 1.53112e+13 4.69156e+13 2.91398e+13 2.25445e+13 1.9627e+13 1.87354e+13 1.46638e+13 3.51647e+13 3.85239e+13 1.64837e+13 2.41098e+13 3.2553e+13 5.50901e+13 2.71576e+13 2.24944e+13 1.74509e+13 2.76855e+13 1.54584e+13 1.46704e+13 1.4505e+13
threshold=19.500000000000004 44.039893800000009 25.500000000000004 39.767857750000005 88.015000000000015 39.726951800000002 22.500000000000004 21.500000000000004 114.05000000000001 59.896318000000008 81.00500000000001 80.00500000000001 30.323743050000001 24.500000000000004 60.042666650000008 59.904813200000007 60.042666650000008 30.323743050000001 59.990816400000007 110.05000000000001 102.01000000000001 1.5000000000000002 92.035000000000011 86.810000000000016 24.500000000000004 104.75000000000001 30.259484550000003 22.500000000000004 21.500000000000004 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -6 -3 11 -11 13 -13 -14 -12 17 19 29 20 21 -17 23 -23 -21 -22 -27 -26 -24 -19
right_child=1 9 -4 -5 8 6 -8 -9 -10 10 15 12 14 -15 -16 16 -18 18 -20 24 25 22 28 -25 27 26 -28 -29 -30 -31
leaf_value=7.495964353501015 22483.763309733073 -30.455982858011186 -57637.20782581676 93522.508741809477 -93611.528392944339 90992.441302083331 -17405.078687500001 138904.73641690341 6040.8962500000007 -1771.482838459149 -53101.659461388226 184397.90794270835 62684.93337053572 61214.48431490385 -61987.097189198365 -48882.247583575583 -20774.656209966874 -20998.021008432042 86270.187064237369 -139616.88081373132 115941.03494318182 6195.7847252155179 10472.889439655173 133294.48540527344 40375.062372622284 -41595.908203125 82141.322064393957 -69404.240921336212 -81139.994566761365 53760.662217881953
leaf_weight=4218655 24 84361 22 31 20 30 100 22 20 13386 104 24 28 39 23 172 576 93 86 23 22 29 29 40 23 40 33 29 44 36
leaf_count=4218655 24 84361 22 31 20 30 100 22 20 13386 104 24 28 39 23 172 576 93 86 23 22 29 29 40 23 40 33 29 44 36
internal_value=0 -317.789 16596.8 23208.8 13117.4 26049.9 7609.73 78163.4 -43785.3 -363.638 -2252.71 -1227.46 62652.5 108142 6460.29 -12289.7 -8960.7 774.412 34427 -14174.6 -6271.9 -19626.5 15809.9 79876.2 -57270.5 37868.7 14340.1 -20848 -44745.8 -135.133
internal_weight=0 99509 269 247 216 176 130 46 40 99240 14879 13500 114 63 51 1379 1275 699 215 484 409 314 142 69 75 95 73 52 73 129
internal_count=4318164 99509 269 247 216 176 130 46 40 99240 14879 13500 114 63 51 1379 1275 699 215 484 409 314 142 69 75 95 73 52 73 129
is_linear=0
shrinkage=0.1


Tree=2404
num_leaves=31
num_cat=0
split_feature=1 0 3 5 1 0 3 0 0 3 3 5 6 3 0 5 0 1 3 3 5 2 3 0 4 5 2 2 5 5
split_gain=1.06139e+12 2.78287e+13 1.55438e+13 2.03857e+13 1.32392e+13 2.68422e+13 4.82399e+13 3.7054e+13 5.15976e+13 4.22872e+13 4.20929e+13 3.35477e+13 3.20103e+13 3.05646e+13 2.9368e+13 3.29512e+13 2.95384e+13 4.53347e+13 2.93852e+13 2.87027e+13 2.70822e+13 6.9645e+13 2.68966e+13 2.55757e+13 2.525e+13 2.82717e+13 2.79595e+13 3.76304e+13 5.21242e+13 4.52489e+13
threshold=38.911476500000006 44.226894250000008 4.5000000000000009 41.995000000000012 38.950530550000003 45.029420750000007 20.500000000000004 45.040161900000008 45.059881250000011 22.500000000000004 18.500000000000004 99.555000000000021 1.5000000000000002 23.500000000000004 47.236539400000005 114.05000000000001 45.112033650000008 38.92948375000001 9.5000000000000018 6.5000000000000009 125.85000000000001 2.5000000000000004 8.5000000000000018 45.133160800000006 2.5000000000000004 87.395000000000024 16.500000000000004 13.500000000000002 118.33500000000002 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 11 24 12 10 14 -2 -9 -14 16 22 20 18 -18 23 -10 -22 -16 -19 25 -7 27 -26 29 -29
right_child=4 -3 3 -5 -6 7 -8 8 9 -11 -12 -13 13 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=99159.513143382006 -8070.7870310766657 68.408659361757145 65083.479269366202 -6240.2278914741846 -10.508203671198189 8123.4084861072879 -126866.38227678573 -38778.245299386981 -1765.2506041589215 18598.738583820028 -46093.688313176084 -117949.5744419643 -7876.0904115594476 -60646.438194056915 -2803.071544976463 -117818.15312500001 19742.983649793558 24182.017429563653 -14553.289789584036 -15808.623437124304 73833.970200482538 -93659.145136294159 -23968.854391323086 -3303.9778788763501 -6880.1166381585617 51425.193385667073 -77761.697120098033 2696.4453884548611 -69412.712188946767 147977.8165960348
leaf_weight=34 3646 1339150 71 92 2944570 4505 35 384 8663 1129 208 28 5485 112 2111 28 2389 515 279 991 34 92 839 988 1463 156 51 36 27 53
leaf_count=34 3646 1339150 71 92 2944570 4505 35 384 8663 1129 208 28 5485 112 2111 28 2389 515 279 991 34 92 839 988 1463 156 51 36 27 53
internal_value=0 73.9373 37656.1 24827.2 -33.244 -1988.07 -10021.3 -1012.4 -2786.7 -147.024 -1382.01 -8908.19 -10848.3 -8932.06 -832.656 -9847.57 1091.68 7095.83 16156.5 -2597.01 -2434.71 -48462.6 -8822.76 6114.04 5826.19 9572.69 -4886.94 -2533.16 52291 89212.3
internal_weight=0 1.33935e+06 197 163 2.97882e+06 34247 3709 30538 24247 18266 17137 3674 5981 5597 16929 2978 13951 5162 2668 2494 8789 126 2950 1503 6291 4661 1630 1579 116 89
internal_count=4318164 1339347 197 163 2978817 34247 3709 30538 24247 18266 17137 3674 5981 5597 16929 2978 13951 5162 2668 2494 8789 126 2950 1503 6291 4661 1630 1579 116 89
is_linear=0
shrinkage=0.1


Tree=2405
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 0 3 6 1 0 3 0 0 1 3 1 1 0 1 2 0 3 0 2 0 1 1 1 4 2
split_gain=1.0254e+12 1.65764e+13 5.75823e+13 4.36369e+13 3.67098e+13 4.14122e+13 2.52725e+13 4.11479e+13 3.11964e+13 2.81846e+13 4.40829e+13 3.31894e+13 4.02046e+13 3.07319e+13 2.6296e+13 2.46308e+13 4.59966e+13 2.86627e+13 7.8408e+13 2.85203e+13 2.4215e+13 2.583e+13 2.40962e+13 2.28018e+13 2.18723e+13 2.10545e+13 2.09202e+13 3.10299e+13 2.73593e+13 2.89898e+13
threshold=123.15000000000002 120.05000000000001 6.5000000000000009 20.507360500000004 25.500000000000004 56.819808050000006 7.5000000000000009 1.5000000000000002 30.388336800000001 57.117834900000013 10.500000000000002 57.106514900000001 56.838612000000005 44.083877800000003 12.500000000000002 56.135466100000009 39.767857750000005 57.147575200000006 65.551978750000004 6.5000000000000009 60.003414000000006 21.500000000000004 59.932719750000011 24.500000000000004 59.982527000000012 86.192907650000009 82.945329900000004 82.933113850000026 3.5000000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 23 7 -4 -9 11 15 12 13 -8 -12 16 22 18 -17 -19 24 -22 -11 -6 -16 26 27 28 -15 -30
right_child=-2 2 4 -5 5 -7 9 8 -10 10 14 -13 -14 25 20 17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.4430106249057437 481.59463188921546 143950.63999999998 66480.101822916666 10363.831502162077 183125.67319972828 -51927.196959918481 -5435.660284820161 -150862.43421474361 -43964.125098729397 -25954.0353125 -89027.164787946444 -95559.036821933973 59670.47772588316 -42797.95261494923 -8399.7356726752387 -123926.89115149456 -70260.565288397614 190110.71584051725 113755.05334402903 57661.513682432444 115748.27686491935 -27891.060044642858 93146.601816774768 45159.796000000002 -107646.30950520834 14332.579479166669 -66358.27836758559 49702.5546875 3731.5735792473188 -108863.46375
leaf_weight=4269928 43763 25 24 1117 23 23 1078 39 91 25 42 53 69 637 297 23 47 29 35 37 31 21 53 25 24 105 157 50 268 25
leaf_count=4269928 43763 25 24 1117 23 23 1078 39 91 25 42 53 69 637 297 23 47 29 35 37 31 21 53 25 24 105 157 50 268 25
internal_value=0 -4.93075 -6089.33 13288.2 -12732.7 58402.3 -14282 -53823.7 -76033.6 -12321.5 5946.65 -17288.7 -15552.3 -17789.5 -14011.8 39210.7 7885.38 70788.7 19501.9 115859 -5565.01 57740.1 54973.3 111268 -15820 -28512.1 -32468.7 -27039.5 -31165.4 -5875.51
internal_weight=0 4.2744e+06 4473 1142 3331 71 3260 154 130 3106 664 2442 2389 2320 415 249 125 124 58 66 373 52 78 48 321 1242 1137 980 930 293
internal_count=4318164 4274401 4473 1142 3331 71 3260 154 130 3106 664 2442 2389 2320 415 249 125 124 58 66 373 52 78 48 321 1242 1137 980 930 293
is_linear=0
shrinkage=0.1


Tree=2406
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 0 4 5 6 2 1 1 0 6 0 1 1 1 5 3 0 2 1 2 5 3 3 5 0 3
split_gain=9.36931e+11 1.55408e+13 1.67472e+13 1.76444e+13 1.49691e+13 2.18393e+13 2.47188e+13 1.29486e+13 1.32155e+13 1.24914e+13 1.71406e+13 5.3599e+13 1.96648e+13 1.04918e+13 1.00055e+13 3.85728e+13 1.29361e+13 1.39221e+13 1.24084e+13 8.77507e+12 8.38047e+12 2.71497e+13 1.85493e+13 2.50627e+13 1.72873e+13 1.65742e+13 1.91189e+13 3.02024e+13 1.62599e+13 1.39029e+13
threshold=33.57500000000001 33.005000000000003 37.971176850000006 37.475443250000005 55.708120100000009 55.899899800000007 1.5000000000000002 33.395000000000003 1.5000000000000002 13.500000000000002 37.582182450000005 37.66934650000001 55.762622900000004 1.5000000000000002 44.039893800000009 39.718803500000007 39.726951800000002 39.899261850000009 33.395000000000003 12.500000000000002 44.580511600000001 9.5000000000000018 42.09605220000001 2.5000000000000004 20.010000000000002 2.5000000000000004 3.5000000000000004 32.005000000000003 43.514103700000014 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 -3 -5 6 7 8 -6 10 -9 12 -12 19 15 -4 -17 18 -18 -7 21 22 23 25 -25 -1 27 -27 -29 -28
right_child=-2 2 14 4 5 13 -8 9 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 29 28 -30 -31
leaf_value=15271.142797720069 -18.873603687880763 2180.7300050770518 102536.10764016544 -188.50299103630044 -63555.072127403844 49472.855011393229 -138786.10087890626 41700.924784128292 -22835.290172510242 39148.118715277778 -190940.43867187502 3357.7695975748702 -63575.436979166669 -14952.64882098905 4762.7253831371936 -66121.971253502896 9644.3575195312496 -8131.2468730271466 104782.37265625001 3067.4504162405424 -48.719419016268702 22423.870234297498 -3553.657731585738 -7002.8044272357311 8470.7633106901685 -15293.971628656183 1560.093656225931 94232.425477430559 11922.29439968533 -31248.252102913535
leaf_weight=557 3709212 4953 51 973 130 60 20 38 206 45 22 120 27 201 11930 23 29 99 26 127 568645 630 5613 801 7322 1586 4477 36 72 133
leaf_count=557 3709212 4953 51 973 130 60 20 38 206 45 22 120 27 201 11930 23 29 99 26 127 568645 630 5613 801 7322 1586 4477 36 72 133
internal_value=0 114.962 2923.85 -1002.56 -9010.11 -17628 -29457.1 -25738.5 -38590 -8603.15 -18983.9 -32629 -120760 908.389 5159.31 25910.4 3831.8 14279.4 54618.7 17956.9 24.1053 1974.99 1349.52 3186.25 6944.93 -1263.8 -2724.77 -11809.6 39359 613.562
internal_weight=0 608952 19080 6922 1969 996 608 588 336 252 207 169 49 388 12158 228 177 154 55 187 589872 21227 20597 14984 8123 6861 6304 1694 108 4610
internal_count=4318164 608952 19080 6922 1969 996 608 588 336 252 207 169 49 388 12158 228 177 154 55 187 589872 21227 20597 14984 8123 6861 6304 1694 108 4610
is_linear=0
shrinkage=0.1


Tree=2407
num_leaves=31
num_cat=0
split_feature=0 5 5 2 1 4 5 3 3 5 1 1 1 5 3 5 3 2 6 2 5 5 3 3 2 4 3 5 3 6
split_gain=9.85436e+11 3.67258e+12 6.36193e+12 8.48909e+12 1.44592e+13 2.82369e+13 9.38688e+12 6.64914e+12 8.96608e+12 8.19818e+12 5.40936e+12 1.01612e+13 8.86865e+12 1.78362e+13 1.92827e+13 8.63108e+12 7.82282e+12 1.46716e+13 1.01781e+13 1.71954e+13 1.00326e+13 2.12881e+13 1.00098e+13 7.79593e+12 6.32637e+12 1.1127e+13 1.06968e+13 8.61428e+12 3.15239e+13 1.83841e+13
threshold=43.056445700000005 89.00500000000001 85.020000000000024 3.5000000000000004 46.037218400000008 2.5000000000000004 88.015000000000015 13.500000000000002 12.500000000000002 87.395000000000024 46.037218400000008 47.282206100000003 44.660994650000006 161.85000000000002 8.5000000000000018 99.555000000000021 8.5000000000000018 3.5000000000000004 1.5000000000000002 2.5000000000000004 97.050000000000011 118.33500000000002 5.5000000000000009 5.5000000000000009 9.5000000000000018 1.0000000180025095e-35 11.500000000000002 132.05000000000004 13.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 8 -6 -10 12 15 -3 16 23 -12 18 -18 22 -20 -21 -22 -14 -15 25 -13 -26 -28 -29 -30
right_child=-2 10 3 4 7 -7 -8 -9 9 -11 11 24 13 14 -16 -17 17 -19 19 20 21 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=328.89480133584732 -4.1414284405577915 -811.14409166213954 11070.516193831048 -105538.87289727393 -8493.8197615359313 4671.4548573369566 -43028.918229844836 -34717.857353396532 72023.732868303574 -11803.553945312502 6005.7124375000003 -71130.464492187501 48080.721655273439 63363.777083333342 129203.5674107143 -70479.263335503478 76964.381328235977 11294.37024934896 17777.509150094698 -94622.539985656738 53451.867890625006 -92452.605332031264 -7423.1721147017051 -19049.274857954544 -24113.488088809743 3619.7372699759007 -3987.0231844166956 106569.86169507576 -82169.749934895837 42942.625407608699
leaf_weight=24778 4285952 453 294 47 426 46 36 82 28 20 25 20 64 24 28 36 44 150 66 32 20 20 66 22 238 4622 445 33 24 23
leaf_count=24778 4285952 453 294 47 426 46 36 82 28 20 25 20 64 24 28 36 44 150 66 32 20 20 66 22 238 4622 445 33 24 23
internal_value=0 551.035 16.4991 -7890.08 -14530.2 -51026.2 5168.76 -8425.61 -3877.16 37095.7 2683.96 1452.59 9489.49 18195.1 63775 -39133 10894.4 26188.6 -176.804 -19091.5 -52888 -19500.4 19901.8 23948.8 1910.64 3297.68 -6527.95 1444.16 31655.1 -20944.5
internal_weight=0 32212 25757 979 649 93 330 556 474 48 6455 5466 989 536 74 61 462 194 268 138 72 40 130 46 5405 4642 763 525 80 47
internal_count=4318164 32212 25757 979 649 93 330 556 474 48 6455 5466 989 536 74 61 462 194 268 138 72 40 130 46 5405 4642 763 525 80 47
is_linear=0
shrinkage=0.1


Tree=2408
num_leaves=31
num_cat=0
split_feature=5 5 0 1 2 6 3 2 0 0 0 4 2 3 4 0 3 0 3 2 1 1 0 0 4 0 4 0 3 2
split_gain=1.00268e+12 6.26907e+12 2.81944e+13 2.50518e+13 4.97522e+13 3.28811e+13 3.88253e+13 3.20951e+13 2.51583e+13 2.34754e+13 2.86914e+13 2.03785e+13 2.11153e+13 1.85967e+13 3.00655e+13 3.71086e+13 2.2824e+13 3.62912e+13 3.65107e+13 3.69556e+13 2.5705e+13 1.09191e+14 4.31939e+13 4.11649e+13 2.53357e+13 2.34285e+13 2.18863e+13 2.53632e+13 2.0172e+13 4.54944e+13
threshold=142.05000000000004 137.05000000000004 61.674413550000004 60.611165000000007 3.5000000000000004 1.5000000000000002 16.500000000000004 9.5000000000000018 60.029906750000002 55.055104550000003 56.819808050000006 4.5000000000000009 11.500000000000002 18.500000000000004 3.5000000000000004 45.047272400000004 10.500000000000002 42.966471700000007 12.500000000000002 3.5000000000000004 37.098288800000006 37.642309100000013 56.838612000000005 56.819808050000006 1.5000000000000002 60.017447350000005 3.5000000000000004 53.242949050000007 8.5000000000000018 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 11 -6 13 -8 -11 12 -7 16 15 -15 24 -18 19 -19 -20 -22 23 -23 -3 28 -21 -28 29 -26
right_child=-2 2 -4 4 5 6 9 -9 -10 10 -12 -13 -14 14 -16 -17 17 18 20 26 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.77075972398615678 -694.12426337849536 -98927.853671875011 107410.07037259615 28167.754406843214 139667.03502604167 -17239.82776555109 -145518.36704101562 10894.0124296875 -68226.948177083337 -12132.125360477332 -141830.66365489131 52514.535691236415 67662.691471354163 147512.75980674344 2974.0217039750651 36496.35235755657 122643.8863467262 -131515.47103794644 -36472.136883633379 -62873.864925986847 204117.57652413507 315.72685409105361 112355.99541015626 -125311.44485212055 10880.76609874084 74150.019053819458 -42775.964083059211 75212.039551478796 29043.726663293801 -59815.764267676772
leaf_weight=4292468 20711 20 26 349 24 1242 32 100 42 66 23 46 30 38 193 145 21 42 138 76 28 381 32 28 1130 63 38 35 498 99
leaf_count=4292468 20711 20 26 349 24 1242 32 100 42 66 23 46 30 38 193 145 21 42 138 76 28 381 32 28 1130 63 38 35 498 99
internal_value=0 3.34524 3547.54 3002.99 -5969.55 -13592 -17849.7 35817.8 8633.27 -72061.3 -45649.7 -12872.8 -15237.4 9707.52 30509.2 59548.9 6732.47 -7119.06 -10533.9 -48665.6 1464.75 12627.4 469.305 -8284.67 13000.1 14250.7 -25311.9 13793.6 12065.6 5185.93
internal_weight=0 4.29745e+06 4985 4959 1912 1563 1439 124 3047 121 89 1318 1272 3005 376 183 2629 819 798 191 607 469 441 409 1810 1790 149 73 1727 1229
internal_count=4318164 4297453 4985 4959 1912 1563 1439 124 3047 121 89 1318 1272 3005 376 183 2629 819 798 191 607 469 441 409 1810 1790 149 73 1727 1229
is_linear=0
shrinkage=0.1


Tree=2409
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 4 0 5 0 2 3 0 3 2 5 0 5 2 0 5 5 3 5 5 1 3 5 3
split_gain=9.59274e+11 2.40963e+13 8.9591e+13 9.48571e+13 8.25619e+13 6.22025e+13 4.64184e+13 5.34716e+13 4.05001e+13 2.94831e+13 8.81145e+13 4.94171e+13 5.83653e+13 4.36952e+13 1.09859e+14 5.70073e+13 4.89144e+13 4.99168e+13 3.70619e+13 3.15022e+13 2.7948e+13 2.70409e+13 2.62467e+13 4.90717e+13 2.57475e+13 2.34558e+13 2.88586e+13 2.29648e+13 1.88492e+13 6.09473e+13
threshold=38.996948700000011 38.975980350000007 45.133160800000006 45.013473000000012 7.5000000000000009 95.020000000000024 45.091904500000005 2.5000000000000004 45.112033650000008 109.05000000000001 45.087005000000012 3.5000000000000004 2.5000000000000004 45.067452850000002 12.500000000000002 8.5000000000000018 112.04500000000002 45.053747000000008 107.05000000000001 9.5000000000000018 45.254062050000009 28.810000000000006 128.92000000000004 15.500000000000002 39.505000000000003 120.05000000000001 38.984911950000004 9.5000000000000018 90.015000000000015 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 20 -3 9 -8 -9 18 11 12 -11 16 15 -15 -13 27 21 -20 -4 -5 23 -19 -6 -14 -27 -18 -23 -30
right_child=-2 2 4 6 24 -7 7 8 -10 10 -12 13 25 14 -16 -17 17 22 19 -21 -22 28 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.9731364869861716 -33.719716275743352 -18856.966847605687 9390.738715119478 -12312.744440263155 -4924.1069837642235 -111823.93727783202 12760.504091683801 67206.774109858961 -186.13590077802169 110268.74536576704 198231.68926446099 132020.11376953125 -18823.235048062194 -23740.374105342744 -161777.10868389424 192807.74546875001 -58387.741872388266 233970.5856971154 4992.4114955357145 -161145.99846875001 -13765.07759870918 6123.5246569445499 42585.329504549052 52603.021071428579 -20174.798026564997 -179938.64041666666 -38778.528878348217 19565.443658916767 5668.4267897735836 -52160.585669047898
leaf_weight=1428691 2856253 717 2952 906 1721 80 2877 339 121 22 28 52 51 31 39 20 43 26 21 25 633 17913 79 35 3103 30 28 312 778 238
leaf_count=1428691 2856253 717 2952 906 1721 80 2877 339 121 22 28 52 51 31 39 20 43 26 21 25 633 17913 79 35 3103 30 28 312 778 238
internal_value=0 65.8809 2728.35 5751.65 -6192.01 -28188.7 6878.1 17822.2 49479.5 5111.87 23983.3 17630.5 -38305.6 29133.9 -35434.5 61180.5 39757.5 30065.3 4356.29 -85300.2 5302.14 4564.21 80632.7 129907 -14734 -68293.1 -111792 10123.2 5372 -7878.13
internal_weight=0 1.46191e+06 33220 24811 8409 797 24014 3337 460 20677 796 768 131 637 90 51 547 495 19881 46 3585 19835 140 61 4824 109 58 355 18929 1016
internal_count=4318164 1461911 33220 24811 8409 797 24014 3337 460 20677 796 768 131 637 90 51 547 495 19881 46 3585 19835 140 61 4824 109 58 355 18929 1016
is_linear=0
shrinkage=0.1


Tree=2410
num_leaves=31
num_cat=0
split_feature=1 0 1 5 1 1 1 0 3 5 4 5 5 5 1 1 0 3 5 4 0 5 5 6 5 0 0 1 1 0
split_gain=9.84439e+11 1.1858e+13 2.68305e+13 2.08338e+13 1.66016e+13 1.65617e+13 3.16682e+13 6.99964e+13 4.23974e+13 4.49656e+13 3.93244e+13 3.03801e+13 5.93604e+13 1.57321e+14 3.72227e+13 2.96095e+13 5.20505e+13 1.22186e+14 4.69617e+13 3.82665e+13 2.68873e+13 2.5391e+13 2.53555e+13 2.51397e+13 2.45587e+13 2.23556e+13 1.14519e+14 1.57398e+14 7.60419e+13 7.30391e+13
threshold=61.284352600000013 54.947737500000009 82.837870700000011 40.905000000000008 61.463701450000009 82.981501350000016 82.97193200000001 54.990279300000005 6.5000000000000009 43.205000000000005 1.5000000000000002 72.705000000000013 79.010000000000005 78.710000000000022 82.973038550000012 82.970752000000019 54.959412650000012 17.500000000000004 105.35000000000001 1.5000000000000002 54.959412650000012 59.005000000000003 104.75000000000001 1.5000000000000002 70.50500000000001 55.025681450000008 55.012873400000011 82.888608650000023 82.95335685000002 55.02863030000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 15 10 9 -9 -8 24 13 -13 -14 16 17 18 19 -3 -17 -21 -11 -19 -10 26 -18 -28 -29 -27
right_child=1 5 -4 4 -6 -7 7 8 11 22 -12 12 14 -15 -16 20 25 23 -20 21 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-31.36626983206914 2513.9114106695888 7295.5358632161651 -274.44294783054801 -26155.474006377037 -7326.7373839797692 -210.08290652558108 13037.326886088296 7187.3617535295698 5330.1808172310884 -10973.748409604916 58068.962183766882 13872.310201794055 -36254.704402867756 154857.08967531539 14835.714723667657 -8245.8592114618896 304.24038595118071 -4064.6125543266908 -133502.63800781252 34120.443532638936 3404.1986473741872 14441.556180712369 -83488.657812500009 -32724.640398169911 -16832.568612606465 -8029.1058091792911 -6596.3270147363937 19535.048725399443 2369.320371003088 338.43855391124441
leaf_weight=3016415 2170 1522 363281 509 5854 411572 419 1982 12396 3025 361 289 164 109 1093 7032 91582 2260 20 1801 2758 1031 49 354 521 10742 4683 9360 3563 361247
leaf_count=3016415 2170 1522 363281 509 5854 411572 419 1982 12396 3025 361 289 164 109 1093 7032 91582 2260 20 1801 2758 1031 49 354 521 10742 4683 9360 3563 361247
internal_value=0 72.682 -404.634 -5947.34 -8832.92 263.526 639.564 4500.47 3333 -4557.2 33878.9 6070.64 18826.7 52483.7 8169.98 481.33 590.532 9159.04 19381.3 20083.6 -4963.85 26956.3 -12129.6 -7945.89 4436.26 466.094 1724.2 9110.49 14802.3 96.8073
internal_weight=0 1.30175e+06 371814 8533 6363 929935 518363 20408 19628 5056 780 14572 1655 398 1257 497955 488165 6988 4374 4354 9790 2832 3074 2614 12917 481177 109188 17606 12923 371989
internal_count=4318164 1301749 371814 8533 6363 929935 518363 20408 19628 5056 780 14572 1655 398 1257 497955 488165 6988 4374 4354 9790 2832 3074 2614 12917 481177 109188 17606 12923 371989
is_linear=0
shrinkage=0.1


Tree=2411
num_leaves=31
num_cat=0
split_feature=1 3 1 5 2 1 5 5 4 5 0 5 5 1 0 6 1 2 0 0 2 5 1 5 0 5 2 0 1 0
split_gain=1.00111e+12 5.79936e+12 9.43941e+12 1.10694e+13 1.10508e+13 1.22014e+13 8.84838e+12 1.13194e+13 7.85587e+12 7.54495e+12 1.6365e+13 1.20973e+13 8.07456e+12 7.92062e+12 8.88012e+12 8.86991e+12 6.59368e+12 5.71072e+12 5.6207e+12 1.81229e+13 5.0696e+12 1.08594e+13 1.04121e+13 2.22694e+13 1.78845e+13 1.3569e+13 4.33135e+13 1.33074e+13 1.00698e+13 1.38101e+13
threshold=83.663637000000008 24.500000000000004 84.920232800000022 81.910000000000011 13.500000000000002 83.761389800000003 46.405000000000008 49.995000000000012 3.5000000000000004 64.405000000000015 56.143542450000005 65.045000000000016 101.05000000000001 92.896330950000007 55.993277250000013 1.5000000000000002 92.815157350000007 12.500000000000002 48.713222300000005 55.349623500000007 11.500000000000002 62.385000000000012 113.46563545000002 78.010000000000005 51.83362145000001 89.00500000000001 12.500000000000002 56.028355650000009 83.761389800000003 55.388132500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 4 6 -6 -3 -8 9 10 13 -11 18 14 15 16 -4 -16 -13 -20 -2 -22 27 24 -24 26 -25 28 -23 -30
right_child=1 2 8 -5 5 -7 7 -9 -10 11 -12 12 -14 -15 17 -17 -18 -19 19 -21 21 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-11.309504550793029 156.2199995660344 8633.4668538411461 21529.87485544075 -75260.234641335235 -17376.665061173349 55784.058889770509 -58485.881679687503 7590.3851785714287 39268.24313368056 -52885.024949669467 33583.392849013384 -56116.550125000002 54888.551108398446 8261.4623936338685 -19160.053632365842 -9684.5655806405211 -9468.7294540908315 -4479.5313623046877 81385.0387784091 -11025.55510895284 442.91430918339796 1494.0801639906633 78698.77938368055 -173731.50159375 -690.04582592409054 -5367.8987774426423 -17810.239043598791 -413.69407548721415 28723.287452365454 8866.4841900893625
leaf_weight=4092386 210623 48 279 33 53 40 100 35 45 65 136 25 20 555 481 280 91 590 22 600 8511 469 36 25 134 79 62 938 675 728
leaf_count=4092386 210623 48 279 33 53 40 100 35 45 65 136 25 20 555 481 280 91 590 22 600 8511 469 36 25 134 79 62 938 675 728
internal_value=0 204.993 -3835.08 -20523.3 -13978.7 14090.3 -28243.3 -41355 -2218.07 -2811.86 -113.165 -11704.3 -7691.16 -2126.67 -5476.7 3743.85 13905.9 -11072.7 -9625.62 -7757.01 268.571 2298.57 7318.75 -9318.14 16121.7 -35371 -62615.2 9308.08 14179.3 18419.8
internal_weight=0 225778 3498 309 276 93 183 135 3189 3144 2412 732 667 2276 1721 650 370 1071 647 622 222280 11657 3146 336 170 166 87 2810 1872 1403
internal_count=4318164 225778 3498 309 276 93 183 135 3189 3144 2412 732 667 2276 1721 650 370 1071 647 622 222280 11657 3146 336 170 166 87 2810 1872 1403
is_linear=0
shrinkage=0.1


Tree=2412
num_leaves=31
num_cat=0
split_feature=1 0 3 5 1 0 3 0 0 3 3 5 6 3 0 5 0 1 5 3 3 0 5 2 1 0 3 5 3 4
split_gain=1.00094e+12 2.24553e+13 1.25994e+13 1.67313e+13 1.06246e+13 2.17641e+13 3.90714e+13 2.99974e+13 4.18072e+13 3.42501e+13 3.41038e+13 2.7214e+13 2.59317e+13 2.4759e+13 2.38034e+13 2.68317e+13 2.39795e+13 3.677e+13 2.44513e+13 5.11687e+13 3.24701e+13 3.16101e+13 2.69007e+13 2.81549e+13 3.44077e+13 2.95367e+13 2.38244e+13 2.40483e+13 2.32564e+13 2.26698e+13
threshold=38.911476500000006 44.226894250000008 4.5000000000000009 44.410000000000004 38.950530550000003 45.029420750000007 20.500000000000004 45.040161900000008 45.059881250000011 22.500000000000004 18.500000000000004 99.555000000000021 1.5000000000000002 23.500000000000004 47.236539400000005 123.15000000000002 45.112033650000008 38.92948375000001 68.52500000000002 15.500000000000002 2.5000000000000004 45.063245200000004 125.85000000000001 13.500000000000002 38.92948375000001 45.067452850000002 9.5000000000000018 49.995000000000012 6.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 11 -7 12 10 14 -2 -9 -14 16 -16 18 26 -10 20 -20 -21 23 24 -23 -25 27 -18 -19 -11
right_child=4 -3 3 -5 -6 7 -8 8 9 29 -12 -13 13 -15 15 -17 17 28 19 21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=89203.868864890421 -7261.0400230612786 66.834426376772342 55317.780735759501 -8789.2051199776797 -11.915937503494586 5248.1276276983344 -114173.63917410714 -34896.485721937817 426.90085831358857 -2533.5930133858114 -41482.276940448472 -106225.29189453126 -7082.8134113637952 -54577.724723815918 -7984.9144577320903 -112021.1294453125 6734.3475027287641 5511.7815855674717 96043.362436311145 -15558.83186497044 -23787.987463897774 114089.23341427365 -58207.459001358693 34216.663040865387 1516.1764332490811 176732.47978219698 -13091.824197048612 26894.987239220311 -14221.693278118486 27160.596146241904
leaf_weight=34 3646 1339150 79 84 2944570 6291 35 384 7056 396 208 28 5485 112 2953 25 1079 1503 23 148 1341 37 23 26 102 33 279 1310 991 733
leaf_count=34 3646 1339150 79 84 2944570 6291 35 384 7056 396 208 28 5485 112 2953 25 1079 1503 23 148 1341 37 23 26 102 33 279 1310 991 733
internal_value=0 71.8007 33831.2 22281.1 -32.2833 -1783.48 -9017.02 -904.925 -2501.36 -125.282 -1236.73 -8015.26 -9757.93 -8033.22 -742.247 -8858.29 990.214 6399.98 -2187.08 -12830 -21767.4 20206.7 44158.3 56049.3 31481.7 113929 14560 17789.4 -2329.39 16745.3
internal_weight=0 1.33935e+06 197 163 2.97882e+06 34247 3709 30538 24247 18266 17137 3674 5981 5597 16929 2978 13951 5162 8789 1733 1364 369 221 198 139 59 2668 2389 2494 1129
internal_count=4318164 1339347 197 163 2978817 34247 3709 30538 24247 18266 17137 3674 5981 5597 16929 2978 13951 5162 8789 1733 1364 369 221 198 139 59 2668 2389 2494 1129
is_linear=0
shrinkage=0.1


Tree=2413
num_leaves=31
num_cat=0
split_feature=3 1 1 6 3 0 4 5 0 0 3 3 0 5 5 4 3 5 0 5 0 3 0 5 0 5 3 5 2 0
split_gain=1.01911e+12 8.18332e+12 2.73835e+13 2.53906e+13 5.79007e+13 4.24088e+13 5.84811e+13 3.82025e+13 5.86146e+13 4.34489e+13 4.95672e+13 5.71442e+13 6.19519e+13 3.46633e+13 2.88227e+13 2.71263e+13 5.57951e+13 2.53898e+13 2.51043e+13 4.07761e+13 2.80626e+13 5.59866e+13 6.12516e+13 2.56615e+13 2.42827e+13 2.3916e+13 2.34954e+13 2.31006e+13 2.2948e+13 2.24948e+13
threshold=10.500000000000002 30.410108300000001 30.388336800000001 1.5000000000000002 8.5000000000000018 59.939091550000008 1.5000000000000002 75.015000000000015 59.963407450000012 59.939091550000008 7.5000000000000009 5.5000000000000009 59.904813200000007 45.985000000000007 90.015000000000015 2.5000000000000004 7.5000000000000009 42.895000000000003 59.863160500000006 71.00500000000001 59.939091550000008 9.5000000000000018 59.963407450000012 72.010000000000005 59.863160500000006 90.015000000000015 2.5000000000000004 66.990000000000023 2.5000000000000004 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 28 6 17 13 9 10 11 12 -9 -5 -10 16 -11 -6 19 26 27 29 23 -23 -12 -14 -15 -20 -4 -22
right_child=-2 -3 3 7 5 -7 -8 8 14 15 24 -13 25 18 -16 -17 -18 -19 20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-343.43143102618114 -62.397928151376817 78.670330695436903 -43821.721120862465 -3129.0334680412816 38794.217352257481 -54449.82598407453 83955.112898892199 52399.809724444654 -13411.118552048141 264029.87253906252 -20226.440920138892 141439.37445494186 -7427.5789843749999 98509.722418478268 -119643.84826722759 30726.278353987072 64608.668687666221 -20584.739636325099 -33265.679469791132 -57494.969620150863 -38133.728256259121 192541.63626077588 -18875.881408898305 52752.169205729166 -137425.70511363636 -114322.60465766059 -3430.3728322484476 -84807.746121388569 2049.7877400398256 -12215.616660821577
leaf_weight=130875 1629650 2548796 190 3605 163 52 189 166 74 20 90 43 50 23 39 58 47 129 484 145 546 29 59 24 22 36 1332 106 256 866
leaf_count=130875 1629650 2548796 190 3605 163 52 189 166 74 20 90 43 50 23 39 58 47 129 484 145 546 29 59 24 22 36 1332 106 256 866
internal_value=0 37.8227 -707.338 -6093.1 9093.74 31339.9 40614.4 -7983.73 15333.8 29227.2 13389.5 34892.4 16711.8 -10067.1 -50075.5 80794.6 124137 12561.7 -16987.9 -7093.54 -24008.5 -16839.7 51215 129241 -43247.7 -52174.3 -1700.02 -42525.8 -17491.9 -22237.8
internal_weight=0 2.68851e+06 139718 8843 979 533 481 7864 645 532 407 295 252 7219 113 125 67 292 3614 1500 2114 1524 112 53 112 86 1355 590 446 1412
internal_count=4318164 2688514 139718 8843 979 533 481 7864 645 532 407 295 252 7219 113 125 67 292 3614 1500 2114 1524 112 53 112 86 1355 590 446 1412
is_linear=0
shrinkage=0.1


Tree=2414
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 5 3 3 0 5 3 3 0 0 5 2 6 5 0 3 0 5 3 6 5 3 3 0
split_gain=1.13265e+12 1.88682e+13 3.81351e+13 2.12325e+14 1.73996e+14 1.65519e+14 1.00239e+14 7.5818e+13 6.68245e+13 6.59991e+13 6.56909e+13 6.21199e+13 7.47469e+13 6.99449e+13 6.0742e+13 5.29906e+13 5.2205e+13 5.14212e+13 4.81769e+13 4.77207e+13 4.74731e+13 4.71688e+13 4.70916e+13 4.34959e+13 4.34496e+13 4.97657e+13 4.07715e+13 4.02863e+13 7.06446e+13 6.20216e+13
threshold=37.457850350000008 37.436176200000013 55.708120100000009 55.68356880000001 55.812836050000008 11.500000000000002 55.826364100000013 65.045000000000016 25.500000000000004 16.500000000000004 56.197733450000008 46.405000000000008 15.500000000000002 16.500000000000004 55.91302515000001 55.87722990000001 32.005000000000003 3.5000000000000004 1.5000000000000002 55.005000000000003 55.727011600000004 21.500000000000004 55.993277250000013 39.995000000000012 5.5000000000000009 1.5000000000000002 44.905000000000008 24.500000000000004 17.500000000000004 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 27 5 24 16 9 11 14 18 -7 19 -14 15 -8 -6 -15 -11 20 -13 -18 -16 -5 26 -26 -4 28 -3 -29
right_child=-2 2 4 23 6 8 7 -9 -10 10 -12 12 13 17 22 -17 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=32.974185354355988 -22.596708193026082 -680.74842689316597 57559.608535381936 -71699.452249581474 21037.632736687912 32395.288581232733 16868.013312425352 29348.326213487315 -15879.404033076298 -42779.445951376641 11686.907195556641 319816.28097956732 -96241.254942255444 14203.455489309212 64038.545499674481 -21077.900369606745 -13843.722917398174 109898.98554755634 -7104.8398946896114 103551.81205162131 157200.52718211207 -103346.30441529723 11915.393220903446 -194241.05322916666 115215.0900669643 -22515.587792968752 -9999.5704292777536 -61838.399948650243 28371.878794930348 56428.678431919652
leaf_weight=685966 3614531 9075 238 56 76 181 798 974 77 775 700 26 23 76 312 683 89 215 740 93 58 174 390 60 28 416 143 213 922 56
leaf_count=685966 3614531 9075 238 56 76 181 798 974 77 775 700 26 23 76 312 683 89 215 740 93 58 174 390 60 28 416 143 213 922 56
internal_value=0 116.078 3342.8 -549.039 8889.15 38327.2 775.777 4103.86 72360.7 -1486.88 -13648.2 82471.6 100932 71637.6 10852.7 -631.689 -51963.1 84906.3 -25354.2 152899 207534 -73058.4 35081.2 -135083 7428.83 -13829.9 32202.8 971.119 1998.71 -37217.7
internal_weight=0 703633 17667 10382 7285 1574 5711 5372 749 4398 2215 672 491 314 2183 1481 339 291 1515 177 84 263 702 116 825 444 381 10266 9997 269
internal_count=4318164 703633 17667 10382 7285 1574 5711 5372 749 4398 2215 672 491 314 2183 1481 339 291 1515 177 84 263 702 116 825 444 381 10266 9997 269
is_linear=0
shrinkage=0.1


Tree=2415
num_leaves=31
num_cat=0
split_feature=5 4 0 0 1 0 5 0 3 5 3 5 1 1 2 0 1 2 2 6 1 0 2 6 2 5 3 2 1 3
split_gain=1.01115e+12 2.6516e+13 3.44033e+13 4.18735e+13 3.45592e+13 3.78107e+13 4.09885e+13 6.01873e+13 7.97905e+13 3.55758e+13 3.15763e+13 3.1122e+13 3.49106e+13 5.32031e+13 4.09014e+13 3.11199e+13 3.9616e+13 4.37278e+13 3.21647e+13 3.18771e+13 3.27807e+13 3.06338e+13 3.32975e+13 3.00138e+13 4.28131e+13 6.52168e+13 3.80754e+13 2.93964e+13 3.17894e+13 2.91164e+13
threshold=74.610000000000014 2.5000000000000004 45.067452850000002 45.133160800000006 39.016372550000007 45.053747000000008 77.715000000000018 44.580511600000001 4.5000000000000009 76.730000000000018 10.500000000000002 75.015000000000015 37.832345550000007 37.889331900000009 5.5000000000000009 55.535913550000011 37.712318250000003 2.5000000000000004 15.500000000000002 1.5000000000000002 30.305955500000003 55.628356700000005 16.500000000000004 1.5000000000000002 8.5000000000000018 104.75000000000001 15.500000000000002 18.500000000000004 37.342273500000012 32.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -10 -11 12 15 14 -14 -3 18 -18 29 20 -20 -19 -23 26 25 -25 -7 28 -21 -17
right_child=1 11 3 -5 -6 23 -8 -9 9 10 -12 -13 13 -15 -16 16 17 21 19 27 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=18.601286949586228 248793.11136363639 4763.4268635568442 -16839.883752378257 -2410.9074911818657 -1739.6093628579599 158761.67858297413 -1416.720011726534 9875.0461325630386 16309.714194915256 49333.032913523712 210344.52842261904 319.53949423322041 -1510.7730360243056 -2111.6596769968669 80395.863543352403 -13563.457366960938 -102752.21584292763 -69176.594918619798 170169.26597316578 93851.970748546519 34893.697018470295 1932.0894366528614 -126413.0939630682 23649.958270947987 -3570.7140141107434 171217.73422379035 37108.851169733418 -58560.238165564908 -13238.797976762822 -134606.298125
leaf_weight=3762241 22 978 2078 62623 11340 29 4987 1457 118 29 21 455223 108 10956 140 3125 95 120 23 43 81 249 22 883 751 31 228 65 78 20
leaf_count=3762241 22 978 2078 62623 11340 29 4987 1457 118 29 21 455223 108 10956 140 3125 95 120 23 43 81 249 22 883 751 31 228 65 78 20
internal_value=0 -125.885 -1756.04 -2874.32 1880.55 6678.66 3100.49 16778.3 69715.2 46264.5 116958 166.707 -4153.77 -1074.89 44726.8 -11195.2 -15175.6 -41898.5 -11394.8 20472 64810.4 -27113 -8487.08 19029.1 14119.6 28655 50836.2 -4319.39 24818.3 -14333.2
internal_weight=0 555923 84597 64701 19896 8556 6634 1647 190 168 50 471326 16103 11204 248 4899 3921 486 3435 290 104 391 271 1922 1665 914 257 186 121 3145
internal_count=4318164 555923 84597 64701 19896 8556 6634 1647 190 168 50 471326 16103 11204 248 4899 3921 486 3435 290 104 391 271 1922 1665 914 257 186 121 3145
is_linear=0
shrinkage=0.1


Tree=2416
num_leaves=31
num_cat=0
split_feature=5 5 1 2 3 0 3 0 1 3 1 1 1 2 2 1 1 2 0 1 0 3 2 1 0 1 1 1 0 2
split_gain=1.13045e+12 6.61383e+12 3.71662e+13 7.37637e+13 5.49021e+13 3.37835e+13 2.70583e+13 4.61929e+13 2.64581e+13 2.53524e+13 2.48231e+13 1.93468e+13 8.09385e+13 2.32754e+13 2.07321e+13 1.91163e+13 4.23674e+13 4.26701e+13 3.59116e+13 3.15022e+13 2.88384e+13 2.84236e+13 2.39115e+13 1.79982e+13 1.70212e+13 1.69345e+13 4.60148e+13 1.54445e+13 1.3168e+13 1.28478e+13
threshold=100.05000000000001 101.05000000000001 39.863684800000009 10.500000000000002 14.500000000000002 58.242297500000006 24.500000000000004 55.160271200000004 30.207352000000004 3.5000000000000004 60.628582700000003 30.315880100000005 30.332994000000003 5.5000000000000009 1.5000000000000002 37.642309100000013 30.502469200000004 8.5000000000000018 59.896318000000008 37.692869000000009 55.834684950000003 21.500000000000004 2.5000000000000004 37.436176200000013 45.029420750000007 82.945329900000004 82.959896850000021 82.940215400000014 45.029420750000007 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 9 25 -5 -8 -6 24 -9 13 -13 -10 -14 16 18 20 -16 -17 21 -18 28 -22 -2 27 -27 -4 -21 -15
right_child=1 -3 3 6 8 -7 7 10 11 -11 -12 12 14 29 15 19 17 -19 -20 22 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.606379853030429 53803.211123511908 -146.48447734774001 -23668.730785984029 16220.671093820738 -99079.195056152355 81034.416122159106 201312.08107167121 98204.935054347836 -39066.009932002315 24711.790922777076 -52171.894196428577 -192139.30384114583 87366.717340353265 127523.53450000001 100869.84591206396 126135.24796875002 -279.97175206801472 -73137.873214594525 -11727.808697583303 -126627.31845238095 -89541.634440104172 122956.06126302083 4553.414428176623 21454.62845982143 -46853.054985119052 114077.6237060547 -12346.022352360849 -112030.53031250002 -25912.855928308825 34207.028862847226
leaf_weight=4199349 21 113734 1805 302 32 33 23 23 27 1098 21 24 23 25 43 20 85 192 83 21 48 24 594 21 84 32 287 20 34 36
leaf_count=4199349 21 113734 1805 302 32 33 23 23 27 1098 21 24 23 25 43 20 85 192 83 21 48 24 594 21 84 32 287 20 34 36
internal_value=0 -304.18 -3834.07 -12368.2 4737.09 -19375.9 28975.4 86466.9 -9248.68 20222.6 26434.2 -7037.47 -10324.6 38235.9 -6651.62 -8507.77 -23384.6 -40439.9 26698.4 2522.01 -5170.24 26854.6 -1287.34 -55760.2 -26721.8 -20921.4 335.973 -24637.1 -64367.5 72451.5
internal_weight=0 118815 5081 2546 2535 2177 369 67 1332 1203 44 1300 1212 88 1188 1165 496 370 126 669 178 109 649 69 105 2144 319 1825 55 61
internal_count=4318164 118815 5081 2546 2535 2177 369 67 1332 1203 44 1300 1212 88 1188 1165 496 370 126 669 178 109 649 69 105 2144 319 1825 55 61
is_linear=0
shrinkage=0.1


Tree=2417
num_leaves=31
num_cat=0
split_feature=0 3 3 3 0 6 5 4 4 1 1 1 6 1 1 5 5 5 1 2 3 1 0 5 5 3 3 5 5 2
split_gain=1.00194e+12 8.07325e+12 7.43433e+12 2.69574e+13 3.64413e+13 8.99842e+13 4.67906e+13 1.39788e+14 3.70862e+13 3.6804e+13 4.2386e+13 3.33116e+13 3.21582e+13 1.32533e+14 7.5825e+13 8.17655e+13 6.83225e+13 5.55445e+13 5.1294e+13 5.41746e+13 5.16506e+13 6.03789e+13 2.56367e+14 4.64763e+13 4.82326e+13 4.51364e+13 4.49601e+13 6.23401e+13 4.30422e+13 4.15446e+13
threshold=56.819808050000006 35.500000000000007 16.500000000000004 14.500000000000002 56.838612000000005 1.5000000000000002 49.010000000000012 1.5000000000000002 2.5000000000000004 60.611165000000007 60.628582700000003 60.601268000000012 1.5000000000000002 30.315880100000005 30.305955500000003 34.010000000000012 102.01000000000001 85.020000000000024 30.323743050000001 3.5000000000000004 15.500000000000002 30.346469350000003 60.035045000000004 87.395000000000024 137.05000000000004 15.500000000000002 15.500000000000002 54.035000000000004 69.015000000000015 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -7 11 -11 -10 13 14 16 -16 17 -6 19 28 29 22 -22 -23 -25 -21 -17 -28 -15 -20
right_child=1 -3 -4 4 12 8 7 -9 9 10 -12 -13 -14 18 15 26 -18 -19 20 25 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-23.894158432307989 143.95405831438472 26706.972709361296 590.91040687261636 9873.7778971902844 -9985.3604683945669 8060.081364469821 267452.27942708338 43997.293146698801 -26800.71170654297 65519.144598123305 -14087.500326700017 -115149.47673703458 -642.87691302166274 42868.963083653151 25684.024417550227 -18503.28468020941 149876.72680288463 -86078.768816406257 -15955.973807988739 -7479.3775350793994 -8959.2334047932272 578.78193284171209 291832.78158783785 -33481.202612304689 65774.955881485846 49905.559714171715 -38213.938921499946 -90286.808332011424 155852.30520833333 2520.1418896017681
leaf_weight=3465455 563274 114 222209 343 2356 1531 30 419 464 92 245 47 38010 171 168 363 26 100 4458 521 121 14067 37 642 53 186 552 394 42 1674
leaf_count=3465455 563274 114 222209 343 2356 1531 30 419 464 92 245 47 38010 171 168 363 26 100 4458 521 121 14067 37 642 53 186 552 394 42 1674
internal_value=0 97.1071 93.5491 -81.7691 -1976.27 8487.51 37683.3 58927.5 -1232.13 -18008.5 7644.88 -34926.7 -2495.2 -5210.36 -22052.4 -39992.5 -11376.5 -13083.6 -2175.69 20937 -3185.75 -10.2807 61479.4 -668.414 -25912 7617.65 -48421.5 -59901.8 65147.4 -10912.1
internal_weight=0 852709 852595 630386 67112 3171 792 449 2379 848 337 511 63941 25931 3959 1477 2482 2456 21972 920 21052 14920 158 14762 695 707 1309 946 213 6132
internal_count=4318164 852709 852595 630386 67112 3171 792 449 2379 848 337 511 63941 25931 3959 1477 2482 2456 21972 920 21052 14920 158 14762 695 707 1309 946 213 6132
is_linear=0
shrinkage=0.1


Tree=2418
num_leaves=31
num_cat=0
split_feature=3 2 0 5 2 5 5 0 1 5 5 1 1 1 1 6 1 5 1 1 0 5 0 5 5 1 0 0 6 1
split_gain=1.12793e+12 9.86178e+12 1.32389e+13 3.91253e+13 3.7758e+13 3.17031e+13 3.22193e+13 3.13764e+13 3.80217e+13 2.47558e+13 1.9889e+13 1.93554e+13 4.14246e+13 2.80607e+13 1.83869e+13 2.38203e+13 2.09248e+13 1.8997e+13 1.79458e+13 2.30064e+13 1.77671e+13 1.74125e+13 1.89809e+13 1.74906e+13 2.4459e+13 2.31818e+13 1.93528e+13 2.77683e+13 1.6263e+13 2.17123e+13
threshold=18.500000000000004 16.500000000000004 56.301440000000007 112.04500000000002 17.500000000000004 102.01000000000001 103.45000000000002 55.91302515000001 44.005491150000005 116.06000000000002 105.35000000000001 43.868031300000006 56.249874400000003 30.305955500000003 37.533784800000006 1.5000000000000002 37.342273500000012 98.020000000000024 37.417247200000006 37.615058950000012 54.99493995000001 35.985000000000007 55.993277250000013 88.015000000000015 61.405000000000008 37.417247200000006 55.834684950000003 55.645049100000001 1.5000000000000002 49.236330900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 10 9 14 -7 18 -9 -5 -4 13 -13 -11 15 -3 -17 -16 -8 -20 -19 -18 23 24 -23 -26 27 -27 29 -21
right_child=-2 2 3 4 -6 6 7 8 -10 11 -12 12 -14 -15 17 16 21 20 19 28 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=34.733030733088725 -127.14821925940403 5701.8843274112542 1861.7336581193476 114495.30825892858 167554.96588541669 -145268.4504278274 54323.698546006955 -198712.13095238095 -10594.712428977273 -19264.785280539774 -61531.599578124995 -137447.11931818182 34978.354214638159 142342.97872023811 -1360.2687471982863 -4438.6061155863581 33879.654500325523 -4401.8838590801888 -100884.84174804688 48997.122349683545 73342.976023910989 -21893.923799641929 23315.491309311812 37027.170789930555 -85240.505245724242 -43227.291773897065 -70897.384599283847 62619.947596153856 -21610.193200692731 -47583.789050662883
leaf_weight=3689517 600644 719 4861 28 24 21 36 21 22 22 50 22 38 21 19360 918 48 53 32 79 66 594 68 36 148 68 75 39 501 33
leaf_count=3689517 600644 719 4861 28 24 21 36 21 22 22 50 22 38 21 19360 918 48 53 32 79 66 594 68 36 148 68 75 39 501 33
internal_value=0 20.5435 -1848.99 2777.58 52244.6 -2870.84 -23161.8 -19620 -102466 31119 1216.31 8453.57 -28244.3 59659.9 -2189.66 -9902.51 -15529.2 -1115.43 -14388.9 -18224.1 38717.1 -24991.2 -27740 -31356.4 -34020.7 -55849 -31948.3 -4647.46 -13909 20540.2
internal_weight=0 3.71752e+06 28003 5066 155 22937 745 724 43 131 4911 103 60 43 22192 2713 1994 19479 681 645 119 1076 1028 960 924 330 182 107 613 112
internal_count=4318164 3717520 28003 5066 155 22937 745 724 43 131 4911 103 60 43 22192 2713 1994 19479 681 645 119 1076 1028 960 924 330 182 107 613 112
is_linear=0
shrinkage=0.1


Tree=2419
num_leaves=31
num_cat=0
split_feature=1 3 1 0 0 0 0 1 0 0 0 1 3 1 3 6 5 0 3 0 5 0 0 6 5 0 1 5 0 5
split_gain=1.08867e+12 1.46107e+13 1.53627e+13 9.15186e+13 2.31568e+14 1.50397e+14 2.12465e+14 1.23941e+14 1.03275e+14 1.17289e+14 1.02909e+14 9.94222e+13 8.68048e+13 7.78098e+13 7.23372e+13 1.34619e+14 7.41319e+13 6.97828e+13 6.93308e+13 6.58078e+13 6.31778e+13 6.47355e+13 8.29296e+13 6.17067e+13 5.77656e+13 5.75122e+13 2.92982e+14 1.18616e+14 8.87004e+13 8.45008e+13
threshold=37.855187800000003 32.500000000000007 37.971176850000006 55.755036050000008 55.795550600000006 55.664473600000008 55.56564190000001 37.869926150000005 55.601678500000013 55.591389050000011 55.762622900000004 37.869926150000005 20.500000000000004 37.889331900000009 15.500000000000002 1.5000000000000002 56.005000000000003 56.121679000000007 18.500000000000004 56.093493200000005 34.920000000000009 55.674875350000008 55.68356880000001 1.5000000000000002 59.810000000000009 55.708120100000009 37.944765900000007 67.990000000000023 55.719391050000006 65.045000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 6 23 20 9 -8 13 14 18 -5 15 -10 -16 19 -13 -6 -7 -22 -23 -2 -18 -9 27 29 -28 -27
right_child=1 -3 -4 4 17 7 8 25 11 -11 -12 12 -14 -15 16 -17 24 -19 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=86.467936947999235 23534.976206462336 5830.2684437630123 -1.8575744341642964 13965.215595042167 -1473.4863516370265 -8678.9111456993651 -35866.872473079311 872.15566809370125 38211.433382080621 -160943.69645507814 -39032.01870884034 -4578.9001493902633 31560.428791732789 -41743.493406418769 -18402.997863320034 -33801.428095997224 -85970.688491251742 -25466.468592179113 -59372.968821771472 66118.211011584062 8473.6107902752465 74478.942352809827 27050.482940134229 691.88651986606749 -37889.348699490809 24154.172677502498 12226.313461490727 68151.31892215136 -30836.019141474724 -92196.095611572266
leaf_weight=1088901 1364 4250 3144064 796 21813 560 1193 25484 453 80 2773 3180 640 366 1385 608 359 1234 249 145 1116 486 1527 8890 822 2529 718 682 1433 64
leaf_count=1088901 1364 4250 3144064 796 21813 560 1193 25484 453 80 2773 3180 640 366 1385 608 359 1234 249 145 1116 486 1527 8890 822 2529 718 682 1433 64
internal_value=0 -29.1568 -36.8785 -1397.09 -6133.27 990.002 -6101.88 4930.21 -17343 -43727.2 -28563.6 -12978.7 -2247.75 -3581.59 -25017.4 -3055.13 -34098.5 -2327.51 -8557.82 -1027.14 22255.1 27791.4 38501.2 3730.5 -52505.1 2862.54 12210.7 31042.6 -16461.9 21282.4
internal_weight=0 3.22926e+06 3.22501e+06 80949 27127 53822 19223 34599 8969 1273 3935 7696 4069 1162 3627 1061 2566 23192 3429 21958 3689 3129 2013 10254 1181 30910 5426 3275 2151 2593
internal_count=4318164 3229263 3225013 80949 27127 53822 19223 34599 8969 1273 3935 7696 4069 1162 3627 1061 2566 23192 3429 21958 3689 3129 2013 10254 1181 30910 5426 3275 2151 2593
is_linear=0
shrinkage=0.1


Tree=2420
num_leaves=31
num_cat=0
split_feature=3 0 0 5 1 6 3 5 5 1 1 0 4 0 2 2 5 5 0 0 0 5 0 0 5 5 3 2 2 5
split_gain=1.16176e+12 7.39812e+12 9.11501e+12 1.16463e+13 7.68858e+12 7.6513e+12 1.80578e+13 3.09814e+13 8.36787e+13 7.48167e+13 5.09504e+13 2.39923e+13 2.76627e+13 3.34481e+13 1.94612e+13 1.42441e+13 1.29298e+13 2.38171e+13 2.51446e+13 5.26931e+13 8.06835e+13 2.08467e+13 3.35669e+13 3.08676e+13 2.03397e+13 4.18638e+13 1.89734e+13 1.75529e+13 2.64964e+13 3.79548e+13
threshold=27.500000000000004 59.846652800000008 59.882016200000002 50.005000000000003 60.648383500000008 1.5000000000000002 28.500000000000004 85.020000000000024 78.710000000000022 37.615058950000012 37.832345550000007 55.806974650000008 1.5000000000000002 55.834684950000003 21.500000000000004 15.500000000000002 70.50500000000001 89.00500000000001 55.535913550000011 55.751981950000008 55.708120100000009 77.715000000000018 55.769960200000007 55.806974650000008 73.405000000000015 78.710000000000022 29.500000000000004 5.5000000000000009 16.500000000000004 68.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 10 -9 11 14 -13 -14 -7 -15 27 18 -18 20 24 22 -21 -24 -20 -26 -19 -8 -29 -30
right_child=1 2 -4 -5 -6 6 16 9 -10 -11 -12 12 13 15 -16 -17 17 26 19 21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=4.9061476108171931 -667.4011687006564 -14096.091859229835 -6346.5887284678693 -108810.48988281252 -7933.405759827725 60523.951033528654 -11788.129103258521 -6423.5072482638898 -174320.74130434784 216192.88750000001 -25989.65221996915 -301.78395963323197 -24306.778571428571 69183.375625000001 166799.1996279762 185787.99460227275 55780.761432594481 -71141.576751077591 11696.486523437501 130424.19334239131 -250560.23416193185 -23410.122050533573 -114998.36396484375 16258.792583376862 -195467.69911644346 -37026.749011381173 11711.862194844944 17161.498052394334 -3586.4370575121816 83145.254792668275
leaf_weight=4279873 30070 37 1133 20 1274 96 565 36 23 26 157 149 21 20 21 22 43 29 44 23 22 345 20 172 21 81 589 1481 1699 52
leaf_count=4279873 30070 37 1133 20 1274 96 565 36 23 26 157 149 21 20 21 22 43 29 44 23 22 345 20 172 21 81 589 1481 1699 52
internal_value=0 -548.371 -8309.62 -47329.2 -299.432 -27.97 3311.91 20190.4 12060.8 86931.8 20881.3 43248.3 23186.8 78739.1 79599 130262 1453.52 -6802.09 -18525.7 -22914.6 -72033.7 -8178.91 16261.9 2586.17 -45132.5 -69646.9 7823.92 4473.55 7316.33 -1010.74
internal_weight=0 38291 1190 57 37101 35827 5757 571 509 62 486 329 212 63 117 42 5186 1389 771 728 168 560 215 192 146 102 618 3797 3232 1751
internal_count=4318164 38291 1190 57 37101 35827 5757 571 509 62 486 329 212 63 117 42 5186 1389 771 728 168 560 215 192 146 102 618 3797 3232 1751
is_linear=0
shrinkage=0.1


Tree=2421
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 3 0 0 3 3 5 3 4 6 5 5 3 1 3 2 3 5 5 0 5 3 2 2 1 5
split_gain=1.03556e+12 1.80195e+13 1.03907e+13 8.63354e+12 1.76387e+13 3.15881e+13 2.42389e+13 3.39644e+13 2.75995e+13 2.7524e+13 2.24691e+13 2.17562e+13 2.35776e+13 2.10147e+13 2.08039e+13 3.14581e+13 4.6212e+13 2.99009e+13 3.20123e+13 2.06314e+13 3.51283e+13 6.16345e+13 2.23224e+13 2.02476e+13 2.27422e+13 2.78858e+13 1.40741e+14 5.2354e+13 3.16834e+13 3.45753e+13
threshold=38.911476500000006 44.226894250000008 4.5000000000000009 38.950530550000003 45.029420750000007 20.500000000000004 45.040161900000008 45.059881250000011 22.500000000000004 18.500000000000004 96.015000000000015 9.5000000000000018 2.5000000000000004 1.5000000000000002 86.810000000000016 82.00500000000001 23.500000000000004 38.92948375000001 21.500000000000004 16.500000000000004 19.500000000000004 100.05000000000001 142.05000000000004 45.098908000000009 47.815000000000005 23.500000000000004 15.500000000000002 19.500000000000004 38.92948375000001 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 11 13 9 -9 -2 -6 14 -8 15 -13 -17 -16 -19 20 22 -22 -14 24 -10 26 -26 28 -27 -30
right_child=3 -3 -4 -5 6 -7 7 8 23 -11 -12 12 19 -15 17 16 -18 18 -20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=47176.694384765629 -6478.1871084278746 68.583366667534847 -965.50450917119565 -14.47698808439511 19954.006642062886 -102675.0434375 -31426.260533719262 -667.41676079185993 -25488.59190657975 -37266.953138146033 -89366.917945075766 6708.0516747421643 -12395.698968272189 -7243.5626426245581 -43352.229868451286 -4617.2472261679295 -130867.3443597561 118685.8193787692 20615.788065338136 -70770.588495710792 167478.84451392389 2495.4241722470238 84928.003157552099 49242.965871093751 -60864.749739583342 -70677.903662109384 260398.39199999999 -35074.048106317932 41922.813532189481 -29150.025241699223
leaf_weight=128 3641 1339150 69 2944570 815 35 384 16929 154 208 33 3669 1306 5597 34 99 41 57 80 51 31 84 24 150 30 32 25 184 474 80
leaf_count=128 3641 1339150 69 2944570 815 35 384 16929 154 208 33 3669 1306 5597 34 99 41 57 80 51 31 84 24 150 30 32 25 184 474 80
internal_value=0 73.0322 30314.7 -32.837 -1611.44 -8123.43 -820.522 -2255.57 -113.923 -1111.64 -7222.7 4710.49 2441.78 -8796.17 6464.71 4932.84 -41590.5 40587 61418.6 -8260.93 -6054.71 46969.2 -10639.5 15030.4 9788.42 16373.5 85164 11459.9 26071.2 31659.6
internal_weight=0 1.33935e+06 197 2.97882e+06 34247 3709 30538 24247 18266 17137 3674 6291 5476 5981 3980 3809 140 171 137 1496 1445 115 1330 1129 979 825 55 770 586 554
internal_count=4318164 1339347 197 2978817 34247 3709 30538 24247 18266 17137 3674 6291 5476 5981 3980 3809 140 171 137 1496 1445 115 1330 1129 979 825 55 770 586 554
is_linear=0
shrinkage=0.1


Tree=2422
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 5 5 1 3 2 4 3 3 0 6 1 0 1 1 5 2 4 5 0 5 3 5 5 0 3
split_gain=1.02184e+12 6.43378e+12 2.11464e+13 3.45491e+13 9.50746e+13 6.60673e+13 5.23696e+13 4.1818e+13 4.59945e+13 4.71797e+13 4.21584e+13 3.76335e+13 3.34253e+13 3.7889e+13 5.73205e+13 3.65729e+13 3.57362e+13 9.40844e+13 3.27102e+13 5.44693e+13 7.10948e+13 5.59328e+13 3.96713e+13 3.15279e+13 5.87001e+13 5.35579e+13 3.82619e+13 8.37558e+13 3.0778e+13 4.38068e+13
threshold=55.405000000000008 45.013473000000012 45.053747000000008 39.016372550000007 39.036172050000012 77.00500000000001 74.010000000000005 38.911476500000006 13.500000000000002 11.500000000000002 1.5000000000000002 19.500000000000004 20.500000000000004 45.029420750000007 1.5000000000000002 39.080602550000002 45.047272400000004 41.950906500000009 39.080602550000002 103.45000000000002 21.500000000000004 2.5000000000000004 81.00500000000001 45.040161900000008 92.035000000000011 19.500000000000004 83.010000000000005 103.45000000000002 45.040161900000008 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 11 8 -3 10 -10 28 16 18 -15 -16 -6 -18 19 21 -21 -14 -23 24 -12 -26 -25 -28 29 -5
right_child=1 2 -4 4 12 -7 -8 -9 9 -11 23 -13 13 14 15 -17 17 -19 -20 20 -22 22 -24 26 25 -27 27 -29 -30 -31
leaf_value=-38.002025529910107 -676.6636577994351 -1675.1218685742028 51.281262765342447 637.59507349867772 4263.9352320764328 35568.759751723795 -32026.454037765172 -1549.0282567068502 -47300.137185968139 881.04546717294261 49873.381447250125 -26952.367622175261 4835.7010883616749 -2913.3519408045909 -78200.563957950377 20522.550674715909 -75444.02413760568 -211.80383463131875 -28884.674862844578 -137838.82955729167 49575.700200892861 188096.39673549109 55015.93765345982 185453.46868667603 21331.084284319197 -139272.65629790336 -25491.443039772726 150665.60182783019 22041.481621148836 139876.0058975883
leaf_weight=2681621 109916 1231 1482526 1285 11097 1360 274 22425 51 483 504 221 294 323 255 44 207 844 246 48 35 28 112 32 56 33 55 53 2482 23
leaf_count=2681621 109916 1231 1482526 1285 11097 1360 274 22425 51 483 504 221 294 323 255 44 207 844 246 48 35 28 112 32 56 33 55 53 2482 23
internal_value=0 62.2697 115.472 2273.36 5464.11 16365.8 10271.1 -181.893 12091.1 25466.2 40612.5 13160.5 916.684 -13802 -32120.8 -63672.7 2594.77 -15029.2 1131.63 15414.1 -58808.6 29608.7 81632 46729.2 36652.2 -38218.6 89412.6 60956 15499.6 3085.98
internal_weight=0 1.63654e+06 1.52663e+06 44101 19178 5645 4285 24923 2498 1267 784 4011 13533 1385 622 299 12148 1051 763 517 83 434 140 733 593 89 140 108 3790 1308
internal_count=4318164 1636543 1526627 44101 19178 5645 4285 24923 2498 1267 784 4011 13533 1385 622 299 12148 1051 763 517 83 434 140 733 593 89 140 108 3790 1308
is_linear=0
shrinkage=0.1


Tree=2423
num_leaves=31
num_cat=0
split_feature=0 1 1 3 2 1 3 3 5 2 4 5 2 6 5 5 3 3 5 5 5 4 3 5 4 3 3 5 4 5
split_gain=1.02045e+12 3.46956e+12 3.35718e+12 1.69241e+13 8.66563e+12 7.8883e+12 1.42992e+13 1.7668e+13 1.93687e+13 1.36493e+13 2.54248e+13 1.18092e+13 9.93508e+12 1.19573e+13 1.30199e+13 1.90368e+13 2.18504e+13 1.40033e+13 1.30912e+13 1.54729e+13 1.4432e+13 1.24951e+13 1.86327e+13 1.0992e+13 1.0035e+13 9.59614e+12 8.48349e+12 1.15528e+13 5.39829e+13 5.46816e+13
threshold=43.056445700000005 44.083877800000003 47.554129950000011 10.500000000000002 7.5000000000000009 47.473138800000008 4.5000000000000009 3.5000000000000004 77.715000000000018 1.5000000000000002 3.5000000000000004 123.15000000000002 5.5000000000000009 1.5000000000000002 150.04500000000004 125.85000000000001 10.500000000000002 10.500000000000002 79.730000000000018 80.815000000000012 84.030000000000015 2.5000000000000004 12.500000000000002 79.730000000000018 3.5000000000000004 15.500000000000002 10.500000000000002 137.05000000000004 3.5000000000000004 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 25 7 11 -9 -10 -11 -7 13 14 15 17 -17 18 -8 -20 -21 22 -19 -24 -16 -3 27 -15 -29 -30
right_child=-2 2 3 -5 -6 6 12 8 9 10 -12 -13 -14 26 24 16 -18 21 19 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-34625.235477120114 -4.2143644485435869 -260.14192960657846 -1438.5945136995163 8106.1074514475176 -10401.574113775248 6207.2953371080621 -7670.5508171278962 14521.202725074407 4519.7435724431816 110188.56959440105 4858.3245028409092 -60921.764369419652 5699.5151622046469 297.10101462514547 -10247.090198863638 -907.527683423913 106695.10712890625 -21029.18078087701 75123.702611678687 -47819.168359375006 15891.075934753419 -40879.928175636574 -2694.0914873094985 39790.255067461389 -103749.14264322916 -22873.521626513419 16275.004211250562 143067.82222782259 -153987.44945312501 52240.986024305559
leaf_weight=28 4285952 10723 6830 1705 1281 409 657 252 33 75 33 28 4473 3438 22 46 32 576 39 40 320 162 203 87 24 191 418 31 20 36
leaf_count=28 4285952 10723 6830 1705 1281 409 657 252 33 75 33 28 4473 3438 22 46 32 576 39 40 320 162 203 87 24 191 418 31 20 36
internal_value=0 560.74 591.352 -950.398 -2854.15 1267.93 3101.06 15742.1 31127.1 60805.8 78004.3 1906.12 2113.48 -494.287 -6386.22 -5266.12 43237.1 -7081.5 1006.3 15293.7 8812.16 -15389.6 -10621.2 10051.2 -59030.8 -655.886 2805.08 1207.79 37195.7 -21412
internal_weight=0 32212 32184 9816 8111 22368 11454 830 393 141 108 437 10624 6151 2208 2162 78 2084 1056 399 360 1028 866 290 46 10914 3943 3525 87 56
internal_count=4318164 32212 32184 9816 8111 22368 11454 830 393 141 108 437 10624 6151 2208 2162 78 2084 1056 399 360 1028 866 290 46 10914 3943 3525 87 56
is_linear=0
shrinkage=0.1


Tree=2424
num_leaves=31
num_cat=0
split_feature=3 0 5 5 2 0 0 0 2 3 4 2 0 2 5 5 5 2 5 5 2 3 5 3 1 3 4 3 2 5
split_gain=1.01804e+12 5.6502e+12 7.33704e+12 8.3495e+12 6.04811e+12 8.17967e+12 8.78101e+12 5.1987e+12 1.17116e+13 3.91206e+13 2.37314e+13 2.09079e+13 1.32289e+13 1.28612e+13 1.24413e+13 1.43107e+13 1.161e+13 1.67547e+13 1.49186e+13 1.31912e+13 1.27698e+13 1.08863e+13 1.07586e+13 2.72417e+13 2.6286e+13 1.82866e+13 2.59306e+13 1.91862e+13 1.51389e+13 1.50762e+13
threshold=34.500000000000007 55.657530000000008 74.010000000000005 89.00500000000001 5.5000000000000009 55.212972300000011 53.145783300000012 55.795550600000006 19.500000000000004 37.500000000000007 2.5000000000000004 20.500000000000004 55.755036050000008 22.500000000000004 39.505000000000003 36.005000000000003 63.455000000000005 8.5000000000000018 45.610000000000007 52.405000000000008 14.500000000000002 37.500000000000007 71.00500000000001 36.500000000000007 37.615058950000012 36.500000000000007 2.5000000000000004 35.500000000000007 11.500000000000002 63.855000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 8 9 22 16 21 14 -14 15 -13 17 -11 20 -20 -19 -10 23 29 28 27 -27 -24 -25 -3
right_child=1 7 3 -5 5 -7 -8 -9 11 10 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=1.6453815307947384 -67597.398976293101 11140.583651781333 57894.229187500001 -28792.279228515628 -28366.001323784727 -35236.577016900512 50881.467618534487 -3126.3451626159472 -110211.49832175927 -63732.251402824157 -86876.300945723691 10529.638191105769 -90986.221284993502 -13105.069556468923 13568.728724055505 -78231.07325367647 14229.307443944208 -7178.7831845238097 -96071.62843750001 2601.4949032738095 103101.26733630954 -18633.578140624999 -2430.5652707122094 100326.56216856062 165442.99108297413 -104975.42199074075 19512.48584428267 97287.54542619978 5918.1975223214286 80882.874282094592
leaf_weight=4313211 29 191 25 20 27 98 29 3070 27 62 38 39 24 182 469 34 177 21 20 42 21 25 43 33 29 27 44 35 35 37
leaf_count=4313211 29 191 25 20 27 98 29 3070 27 62 38 39 24 182 469 34 177 21 20 42 21 25 43 33 29 27 44 35 35 37
internal_value=0 -1432.84 -16808.4 19366.9 -25704 -17815 12672.9 -690.911 3826.78 11963.9 -11894.8 -4869.76 -607.298 -22178.6 7591.39 -30811 -3587.78 -22585.5 1944.25 -29228.5 47961.2 -66183.7 31141.4 41342.4 85729.5 8891.03 -27828 42314.7 51734 22458.4
internal_weight=0 4953 228 45 183 154 56 4725 1655 855 381 800 748 206 542 73 343 166 104 62 42 52 474 325 97 149 71 78 68 228
internal_count=4318164 4953 228 45 183 154 56 4725 1655 855 381 800 748 206 542 73 343 166 104 62 42 52 474 325 97 149 71 78 68 228
is_linear=0
shrinkage=0.1


Tree=2425
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 4 0 5 0 0 3 5 2 2 5 3 5 0 3 0 5 1 0 5 3 1 0 1
split_gain=1.01259e+12 1.99049e+13 7.30024e+13 7.6779e+13 6.6774e+13 5.01625e+13 3.75554e+13 4.3291e+13 3.26303e+13 2.63168e+13 2.4623e+13 6.46295e+13 4.22128e+13 8.70407e+13 8.96627e+13 5.15035e+13 4.62106e+13 3.78073e+13 3.25414e+13 2.60765e+13 2.63691e+13 2.26396e+13 2.08496e+13 1.89849e+13 1.03912e+14 4.54865e+13 3.94511e+13 6.60563e+13 7.93156e+13 6.10952e+13
threshold=38.996948700000011 38.975980350000007 45.133160800000006 45.013473000000012 7.5000000000000009 95.020000000000024 45.091904500000005 2.5000000000000004 45.112033650000008 37.505000000000003 45.067452850000002 45.055827000000008 5.5000000000000009 86.810000000000016 11.500000000000002 8.5000000000000018 128.92000000000004 10.500000000000002 128.92000000000004 45.059881250000011 4.5000000000000009 45.254062050000009 39.505000000000003 39.027779200000005 55.795550600000006 38.905000000000008 5.5000000000000009 39.021425200000003 45.063245200000004 39.016372550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 21 -3 9 -8 -9 -5 11 -11 16 -14 15 17 19 18 -15 20 -13 -4 -6 24 25 -2 -27 28 29 -28
right_child=23 2 4 6 22 -7 7 8 -10 10 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=11.42038109011397 2205.2118812333097 -16938.623147336144 8452.0444673150541 -3420.55102479172 -4419.0344561756938 -100424.75033691408 11519.645904017209 60470.710108142055 -21.13656298424587 5627.0713667745104 526.97697176512281 65691.150519049654 24964.214029953826 244414.58841145836 281470.5051106771 -43912.151093749999 -115301.86975446431 44665.612644264918 104062.07905365567 -4864.8085431134268 15635.680846973693 -12388.969844978417 -18142.74296271041 14.303980189830455 -30159.575117226879 2333.3444830758508 -148.4098566122083 -11298.259274903612 -5132.823968192316 13916.068075804775
leaf_weight=1428691 30132 717 2952 3386 1721 80 2877 339 121 10198 5278 146 689 24 24 30 28 66 53 378 377 633 3103 2756878 1240 13699 11281 9393 29377 4253
leaf_count=1428691 30132 717 2952 3386 1721 80 2877 339 121 10198 5278 146 689 24 24 30 28 66 53 378 377 633 3103 2756878 1240 13699 11281 9393 29377 4253
internal_value=0 67.687 2487.54 5216.64 -5564.74 -25318.7 6230.07 16074 44558.7 4641.39 6220.11 8721.43 26107.8 41724 100341 75212.8 11214.4 100204 147808 15146.1 29609.1 4772.17 -13246.7 -34.6441 -1392.57 -1029.08 -2462.19 -3671.93 -2076.91 3702.25
internal_weight=0 1.46191e+06 33220 24811 8409 797 24014 3337 460 20677 17291 12013 1815 886 197 173 929 143 77 901 523 3585 4824 2.85625e+06 99375 98135 68003 54304 44911 15534
internal_count=4318164 1461911 33220 24811 8409 797 24014 3337 460 20677 17291 12013 1815 886 197 173 929 143 77 901 523 3585 4824 2856253 99375 98135 68003 54304 44911 15534
is_linear=0
shrinkage=0.1


Tree=2426
num_leaves=31
num_cat=0
split_feature=5 1 4 3 3 5 3 5 1 1 0 4 0 0 1 1 0 1 5 5 6 2 2 0 1 1 0 1 1 2
split_gain=1.03556e+12 5.8267e+12 1.37024e+13 1.41275e+13 1.32139e+13 2.86912e+13 4.22106e+13 4.06777e+13 5.19568e+13 5.05368e+13 3.50381e+13 3.10289e+13 3.19533e+13 2.95679e+13 2.01649e+13 1.99997e+13 3.58459e+13 2.39896e+13 4.8573e+13 3.28657e+13 2.96212e+13 3.59706e+13 3.35217e+13 3.06605e+13 2.55145e+13 4.09166e+13 3.81954e+13 2.96494e+13 7.79957e+13 3.08334e+13
threshold=100.05000000000001 49.177301950000007 6.5000000000000009 5.5000000000000009 5.5000000000000009 128.92000000000004 2.5000000000000004 118.33500000000002 50.158868250000005 53.664171200000006 61.674413550000004 3.5000000000000004 55.061033200000004 55.034903650000011 104.38035940000002 50.158868250000005 53.204054050000003 60.648383500000008 225.45000000000002 142.05000000000004 1.5000000000000002 4.5000000000000009 1.5000000000000002 56.028355650000009 61.365473900000005 65.520339550000017 57.157092150000004 84.920232800000022 83.053286850000021 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 9 -9 -8 11 -10 13 14 -13 16 -7 18 -17 20 -19 22 23 -22 -24 -26 27 28 29 -27
right_child=1 2 3 -5 -6 15 7 8 10 -11 -12 12 -14 -15 -16 17 -18 19 -20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=8.2372449065699964 270.99118911145223 19136.37044905229 -2234.9009662828948 -90292.801941964295 -387.15586788103388 129505.30477079505 29467.049204787712 -182002.95488281251 -51280.67193886645 -13226.997844916059 -158442.94802827382 -18687.99933784299 -37741.641226490166 110092.53040178573 91136.840587797633 -34192.94783001078 9855.0537705592105 -49014.71175271739 28068.17011358088 -1468.12225836584 30257.946527390253 -47221.515535481769 151909.76233956474 -83501.178125000006 -82493.170386904763 -766.63462552935164 175258.15549768519 -31251.117166940792 169429.48480247642 97134.011370584252
leaf_weight=4199349 72257 440 38 35 39510 34 306 24 263 2951 21 82 135 35 21 435 95 46 176 1426 84 48 28 33 21 107 27 38 53 46
leaf_count=4199349 72257 440 38 35 39510 34 306 24 263 2951 21 82 135 35 21 435 95 46 176 1426 84 48 28 33 21 107 27 38 53 46
internal_value=0 -291.134 -1163.54 -44454.4 -1095.56 -5108.3 -10200.7 -13564 -37939.1 -9215.83 -31731.7 -26767.2 -3151.74 30686.2 3703.47 2969.3 41390.8 1039.25 -16258.5 6439.82 27676.6 34950.4 43976.1 -1827.96 60723.3 51979.3 62399.7 49911.3 64883 28667.5
internal_weight=0 118815 46558 73 46485 6975 4278 3838 581 3257 557 536 273 138 103 2697 129 2568 611 1957 531 485 437 117 320 292 271 244 206 153
internal_count=4318164 118815 46558 73 46485 6975 4278 3838 581 3257 557 536 273 138 103 2697 129 2568 611 1957 531 485 437 117 320 292 271 244 206 153
is_linear=0
shrinkage=0.1


Tree=2427
num_leaves=31
num_cat=0
split_feature=1 5 5 3 5 3 3 2 3 1 1 5 2 2 1 3 5 5 3 0 0 2 5 4 2 3 0 5 3 0
split_gain=9.91829e+11 8.72924e+12 5.30748e+13 3.57774e+13 2.57849e+13 3.43724e+13 2.60312e+13 2.87856e+13 1.76307e+13 2.36449e+13 1.7884e+13 1.66677e+13 1.64319e+13 3.1691e+13 2.62597e+13 2.26559e+13 1.64036e+13 3.67592e+13 8.20484e+13 5.28207e+13 7.12773e+13 4.67292e+13 5.46398e+13 4.56858e+13 3.97335e+13 3.62645e+13 4.65993e+13 3.49115e+13 8.84328e+13 3.68719e+13
threshold=30.305955500000003 72.010000000000005 73.010000000000005 4.5000000000000009 72.705000000000013 24.500000000000004 17.500000000000004 16.500000000000004 9.5000000000000018 30.278357500000002 30.243224600000001 72.705000000000013 9.5000000000000018 5.5000000000000009 30.226173900000003 8.5000000000000018 82.00500000000001 80.815000000000012 7.5000000000000009 59.982527000000012 60.029906750000002 4.5000000000000009 81.00500000000001 2.5000000000000004 1.5000000000000002 15.500000000000002 54.708501450000007 83.010000000000005 6.5000000000000009 55.078308950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 8 12 -8 9 10 -5 -3 13 14 -6 -15 17 -4 19 21 -21 23 -23 -19 -20 26 -26 28 29 -18
right_child=-2 2 16 4 6 -7 7 -9 -10 -11 -12 -13 -14 15 -16 -17 27 18 24 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=116.72385927929193 9.7915433729357968 85456.604597355778 -1720.9431793462909 1884.9334895347483 -41425.296781267447 113733.41607142857 -107497.88219233249 12842.631812500002 -29980.795324707033 -95409.133281250004 78079.529960937492 3668.0665534420291 32098.03716077303 -179502.29464285716 18986.904738055538 -61454.865125868055 -129849.71240808825 -107003.75072544644 43540.830883049246 172660.28148271277 -22680.549672379035 200738.20302401457 19102.726673274254 2591.1461735983457 23512.146222418709 -13759.217257861557 -60761.348860803584 -113.3088900524109 38001.340112430167 -17040.564584661992
leaf_weight=139017 4145141 39 9887 134 224 21 97 25 352 20 40 69 38 21 106 72 34 49 66 47 31 22 67 170 74 428 579 20417 681 196
leaf_count=139017 4145141 39 9887 134 224 21 97 25 352 20 40 69 38 21 106 72 34 49 66 47 31 22 67 170 74 428 579 20417 681 196
internal_value=0 -234.578 -1670.7 -21827.4 -26995.4 -11811.7 -41762.4 -82837.9 -16640.4 7564.84 19400.9 33202.8 -30892 -36550.7 -22020.2 -88110.7 -896.394 -3954.97 -18363.2 21516.5 95024.8 2900.76 64001.4 -21930.1 -31783.9 -36382.9 -51211.2 741.309 19894.7 -33716.7
internal_weight=0 173023 34006 1258 1150 567 583 122 546 194 174 108 461 423 330 93 32748 11420 1533 386 78 308 89 219 1147 1081 653 21328 911 230
internal_count=4318164 173023 34006 1258 1150 567 583 122 546 194 174 108 461 423 330 93 32748 11420 1533 386 78 308 89 219 1147 1081 653 21328 911 230
is_linear=0
shrinkage=0.1


Tree=2428
num_leaves=31
num_cat=0
split_feature=3 2 1 5 1 5 1 4 6 5 5 1 3 0 5 5 1 6 0 3 5 5 1 1 1 0 6 5 5 1
split_gain=9.88908e+11 9.69356e+12 3.41647e+13 3.52003e+13 2.93262e+13 3.52936e+13 2.39716e+13 2.97078e+13 2.05262e+13 4.79484e+13 2.3116e+13 2.27648e+13 1.93031e+13 1.70226e+13 1.94676e+13 3.96927e+13 2.60366e+13 2.19778e+13 2.09886e+13 2.37138e+13 1.99144e+13 2.99165e+13 1.76986e+13 2.1786e+13 1.73555e+13 1.56796e+13 1.55797e+13 1.42837e+13 1.3713e+13 1.24174e+13
threshold=18.500000000000004 1.5000000000000002 30.243224600000001 77.715000000000018 30.278357500000002 62.385000000000012 60.648383500000008 2.5000000000000004 1.5000000000000002 76.730000000000018 69.610000000000014 37.752451500000006 22.500000000000004 55.576287050000012 88.015000000000015 81.00500000000001 37.39371280000001 1.5000000000000002 55.628356700000005 21.500000000000004 79.010000000000005 72.010000000000005 49.148175700000003 30.468306550000005 37.328003200000005 55.812836050000008 1.5000000000000002 67.990000000000023 95.020000000000024 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 29 10 -10 -12 26 -9 15 18 28 25 -15 22 21 24 23 -20 27 -18 -8 -21 -16 -6
right_child=1 -3 4 -5 6 -7 12 13 9 -11 11 -13 -14 14 16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=19.235810218724538 -19605.536345951732 -167.27221291140484 22598.393043727789 -156255.90531250002 16794.698271991681 128482.68442778716 16796.270324154131 1063.6848108717234 -2584.6410906838605 125107.27920258621 -151043.75953124999 -24808.503101562499 -14174.158199200574 110448.99296875001 58438.951350911462 -31536.96498465402 105175.98144042969 142465.44084422832 35424.801260080647 -13738.511417410715 -81258.291703869065 59905.824858302694 21560.119673978366 147112.82685546877 -54302.532983398443 -20042.062216796876 -12935.571218136976 92199.666328125008 -49616.233559782617 2945.6224366044366
leaf_weight=3717520 328 592114 211 20 1309 37 494 242 2419 29 20 50 1182 36 24 105 20 49 31 35 21 102 52 40 56 20 274 20 23 1281
leaf_count=3717520 328 592114 211 20 1309 37 494 242 2419 29 20 50 1182 36 24 105 20 49 31 35 21 102 52 40 56 20 274 20 23 1281
internal_value=0 -119.055 3227.99 -27459 4533.18 38395.6 3474.71 6612.5 3694.63 -2734.49 -4224 -60875.7 -6154.28 23626.7 32239.1 23081.9 65770.9 97567.2 37674.7 30336.1 11650.3 20810.3 65884.6 98347.6 -15115.3 42567 6188.82 24784.5 5560.88 9945.02
internal_weight=0 600644 8530 348 8182 248 7934 5984 5108 2518 2489 70 1950 876 634 498 136 89 393 357 234 213 123 71 111 40 768 55 47 2590
internal_count=4318164 600644 8530 348 8182 248 7934 5984 5108 2518 2489 70 1950 876 634 498 136 89 393 357 234 213 123 71 111 40 768 55 47 2590
is_linear=0
shrinkage=0.1


Tree=2429
num_leaves=31
num_cat=0
split_feature=3 5 0 6 5 0 5 1 5 5 1 1 1 5 0 0 1 3 0 0 1 3 5 5 0 0 1 1 4 0
split_gain=9.98988e+11 8.37028e+12 2.30278e+13 2.81877e+13 3.16444e+13 2.15558e+13 4.51927e+13 2.27095e+13 3.93121e+13 2.08661e+13 3.24734e+13 4.65933e+13 4.36868e+13 2.01132e+13 1.98658e+13 6.48279e+13 3.25635e+13 3.21221e+13 3.00354e+13 2.85452e+13 5.61543e+13 5.93115e+13 7.48475e+13 6.08602e+13 3.77233e+13 3.60344e+13 4.9564e+13 3.15863e+13 2.98556e+13 2.88461e+13
threshold=4.5000000000000009 74.010000000000005 53.719078300000007 1.5000000000000002 94.040000000000006 53.242949050000007 89.00500000000001 50.227799100000006 102.01000000000001 101.05000000000001 82.981501350000016 83.761389800000003 82.933113850000026 85.91500000000002 60.003414000000006 59.982527000000012 30.102666750000001 3.5000000000000004 60.063729500000008 59.932719750000011 30.362552800000003 3.5000000000000004 83.010000000000005 78.710000000000022 59.939091550000008 59.755965500000009 30.102666750000001 30.323743050000001 3.5000000000000004 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 13 -3 -7 8 -8 10 12 -12 14 -4 15 19 17 -17 -16 25 21 23 24 -21 -23 -5 28 -25 29 -27
right_child=-2 2 3 9 -6 6 7 -9 -10 -11 11 -13 -14 -15 18 16 -18 -19 -20 20 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=12.189933143728025 14.77444039084183 704.23063812298915 7546.0852642033515 -6527.6954866072674 -6887.7094059445335 232.89696934076005 192835.22910156252 28884.415263097428 49893.04389252534 424.12528955546514 24558.457594222255 -9239.7909970459277 -43447.076249685691 30783.190328011267 39049.519924913198 -74090.013088989261 -35002.85243607642 -231058.44261363638 -2815.1092014827386 242908.65529119316 -35872.755324288089 68639.661192255429 47215.278425202552 2459.1187594666771 -72072.487835638385 -42869.177110745615 -32152.784144676501 117840.09590692935 136493.76633522726 51781.962081001904
leaf_weight=330441 3945856 14176 1478 12284 1258 567 26 204 74 6408 792 841 334 498 225 32 71 22 719 22 169 23 216 49 111 57 1069 46 22 74
leaf_count=330441 3945856 14176 1478 12284 1258 567 26 204 74 6408 792 841 334 498 225 32 71 22 719 22 169 23 216 49 111 57 1069 46 22 74
internal_value=0 -156.585 -1488.66 -3245.31 5509.71 1642.42 16911.9 48020.5 87058 -4445.76 -6262.4 7152.26 -7671.61 13402.4 -6886.06 -7815.65 -79514.9 -138040 7163.22 -7181.91 13521.7 31396.8 10791.9 93035.3 -47920.4 -8156.85 -24533.7 58327.8 28700.6 10597.9
internal_weight=0 372308 41867 26820 3234 15047 871 304 100 23586 17178 1633 15545 1976 15211 14267 125 54 944 14142 636 467 350 117 134 13506 1222 95 153 131
internal_count=4318164 372308 41867 26820 3234 15047 871 304 100 23586 17178 1633 15545 1976 15211 14267 125 54 944 14142 636 467 350 117 134 13506 1222 95 153 131
is_linear=0
shrinkage=0.1


Tree=2430
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 3 1 1 1 1 0 3 0 1 0 0 1 4 0 1 5 6 1 5 1 1 2 0 1 3
split_gain=1.0128e+12 1.29427e+13 3.54439e+13 4.16292e+13 4.2267e+13 3.07731e+13 2.72174e+13 2.7738e+13 2.40307e+13 2.36397e+13 5.18924e+13 7.26453e+13 1.07337e+14 5.95838e+13 5.9901e+13 3.93688e+13 3.93508e+13 2.75523e+13 2.53607e+13 5.92589e+13 2.29917e+13 3.20096e+13 5.09457e+13 2.3212e+13 2.72826e+13 2.46824e+13 2.14748e+13 2.12865e+13 1.86652e+13 1.81583e+13
threshold=62.385000000000012 64.020000000000024 9.5000000000000018 59.820733200000006 60.063729500000008 3.5000000000000004 83.663637000000008 83.011163250000024 30.451272450000005 30.315880100000005 59.939091550000008 15.500000000000002 60.003414000000006 30.243224600000001 59.963407450000012 59.990816400000007 30.226173900000003 2.5000000000000004 59.982527000000012 30.160599000000001 63.455000000000005 1.5000000000000002 83.003420700000007 63.005000000000003 30.323743050000001 83.006817700000013 6.5000000000000009 43.642715500000008 30.305955500000003 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 7 9 -2 10 -4 12 13 18 -15 -13 -14 28 19 -12 23 22 -22 25 -25 -11 -9 -26 -17 -10
right_child=1 -3 6 4 -6 -7 -8 26 29 20 11 15 16 14 -16 17 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-28.215641858762407 18510.312025508811 -52.254825904294471 -2677.2396465593561 56623.215916897963 6105.4900501684588 -17805.048948961208 12929.612754012953 -3335.6194879878408 1233.7243888565881 -492.70401484391653 92786.489568014716 -60466.631408227855 -83842.360415152623 199070.7835455247 67864.762858606569 7143.8821245187955 25085.119953823749 126702.82827380951 102831.77309456759 -101798.16476293105 3064.634864117887 -1089.5060665321914 24151.306503652599 -60529.317385007023 -84013.553607536771 41762.983887070033 -16680.248799461839 -4791.7749667410044 87718.278958333336 5030.1421063157022
leaf_weight=3223874 1068 947470 1685 57 1426 2186 1538 4326 22557 25102 34 79 43 81 61 690 145 21 43 29 16367 23690 1232 89 34 139 1672 13858 30 28538
leaf_count=3223874 1068 947470 1685 57 1426 2186 1538 4326 22557 25102 34 79 43 81 61 690 145 21 43 29 16367 23690 1232 89 34 139 1672 13858 30 28538
internal_value=0 83.1258 956.774 2940.26 -7355.65 -15913.6 -260.33 -487.117 3664.44 -15.0189 8791.07 24176.5 57158.2 100358 142708 6639.91 170.856 13794.3 43626 3215.78 -336.698 1310.35 4540.79 -2070.54 -5339.25 -260.006 -7055.56 -4985.67 10501.1 3354.13
internal_weight=0 1.09429e+06 146820 55832 3669 2243 90988 89450 52163 83452 2941 1256 436 248 142 820 188 741 106 63 80511 41289 17599 39222 13981 25241 5998 13892 720 51095
internal_count=4318164 1094290 146820 55832 3669 2243 90988 89450 52163 83452 2941 1256 436 248 142 820 188 741 106 63 80511 41289 17599 39222 13981 25241 5998 13892 720 51095
is_linear=0
shrinkage=0.1


Tree=2431
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 0 0 1 0 0 0 1 3 4 1 1 3 3 0 5 0 1 3 0 0 3 3 2 5 0
split_gain=1.11853e+12 2.27552e+13 4.03396e+13 5.46589e+13 3.3011e+13 2.81394e+13 7.32224e+13 4.05225e+13 4.28262e+13 3.98845e+13 2.51556e+13 5.56862e+13 4.70328e+13 3.66651e+13 2.44413e+13 2.30921e+13 4.14765e+13 6.17471e+13 3.04785e+13 6.66336e+13 2.19256e+13 3.50487e+13 3.29446e+13 3.03802e+13 2.64894e+13 4.56634e+13 8.59615e+13 2.26119e+13 2.10594e+13 3.35817e+13
threshold=66.50500000000001 67.990000000000023 23.500000000000004 82.907204800000002 82.91993380000001 56.121679000000007 55.924336300000007 37.487839250000007 55.695992150000002 55.899899800000007 57.157092150000004 30.305955500000003 8.5000000000000018 1.5000000000000002 37.475443250000005 30.315880100000005 12.500000000000002 6.5000000000000009 59.932719750000011 67.00500000000001 44.982728700000003 37.971176850000006 17.500000000000004 44.732363600000006 44.678200800000006 9.5000000000000018 12.500000000000002 11.500000000000002 67.00500000000001 56.301440000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 5 -5 6 7 14 -9 -10 20 12 13 -12 -4 16 17 -13 -19 -20 21 23 27 24 -2 -26 -27 -23 29 -7
right_child=1 -3 3 4 -6 28 -8 8 9 -11 11 15 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-24.867544872447183 -13771.222455528397 -26.46439528735273 18256.862553080013 -63244.71680836397 -16318.122888063031 142276.38546195652 -127473.20598828125 -245.07160136950722 -34072.52658710759 39900.183806114197 -101895.68863281251 61891.249593750006 25538.21538334254 -2587.9877742296831 120545.997359375 -4858.9995913196162 -3291.5945676099809 -21729.5546875 -38236.90433467742 -233565.18154541019 4967.7120806918556 3633.225233389232 -85728.597351371951 -3852.728640943667 -14359.272259041432 -230078.42123397437 -45740.435716417102 101330.23561197917 -3486.5040632237196 19086.330325860847
leaf_weight=3485947 167 783332 356 238 405 23 50 1605 820 80 40 25 1162 527 25 6063 187 26 31 40 33373 1837 41 423 89 39 72 24 533 584
leaf_count=3485947 167 783332 356 238 405 23 50 1605 820 80 40 25 1162 527 25 6063 187 26 31 40 33373 1837 41 423 89 39 72 24 533 584
internal_value=0 104.164 2197.35 -6590.8 -33687.5 -2316.22 -7493.65 -5415 -10036.2 -27497.2 3136.33 -1899.22 14017.2 -9593.82 24968.7 -6218.03 -32884 -78242.9 -114360 -148281 4267.43 -4414.03 2939.69 -22118.8 -43172 -67721.7 -110508 4893.15 11018 23754.2
internal_weight=0 832217 48885 4719 643 4076 2936 2886 2505 900 44166 8101 1729 567 381 6372 309 122 97 71 36065 2692 1902 790 367 200 111 1861 1140 607
internal_count=4318164 832217 48885 4719 643 4076 2936 2886 2505 900 44166 8101 1729 567 381 6372 309 122 97 71 36065 2692 1902 790 367 200 111 1861 1140 607
is_linear=0
shrinkage=0.1


Tree=2432
num_leaves=31
num_cat=0
split_feature=2 1 5 3 5 6 0 1 4 5 5 6 0 5 5 5 2 4 0 6 3 1 1 1 5 0 0 5 1 1
split_gain=1.06591e+12 5.993e+12 9.83659e+12 6.06565e+12 1.36548e+13 1.83244e+13 6.02105e+12 1.03428e+13 6.66483e+12 6.12971e+12 1.24985e+13 2.59151e+13 1.88992e+13 1.0628e+13 1.01379e+13 9.35508e+12 5.95341e+12 5.69639e+12 1.61593e+13 5.6152e+12 2.03839e+13 2.14559e+13 2.31732e+13 2.53536e+13 2.50061e+13 2.47708e+13 2.24727e+13 2.04213e+13 2.52856e+13 6.90426e+13
threshold=14.500000000000002 30.160599000000001 58.995000000000012 22.500000000000004 49.505000000000003 1.5000000000000002 59.846652800000008 20.507360500000004 2.5000000000000004 70.00500000000001 82.00500000000001 1.5000000000000002 59.853570100000006 99.555000000000021 94.040000000000006 67.990000000000023 16.500000000000004 3.5000000000000004 59.863160500000006 1.5000000000000002 24.500000000000004 39.767857750000005 39.188277450000008 37.914142000000005 98.020000000000024 45.022371150000005 47.272352350000006 31.990000000000006 37.869926150000005 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -4 15 12 14 -11 -13 -12 -8 -14 18 -16 20 27 22 23 24 -22 -25 -24 -3 -29 -30
right_child=1 19 6 4 5 -7 9 -9 -10 10 11 13 16 -15 17 -17 -18 -19 -20 -21 21 -23 26 25 -26 -27 -28 28 29 -31
leaf_value=-14.47941266604478 4490.9718292112275 -2887.3426607666011 56938.33412136502 -1054.786758437938 -18080.142001638105 -124310.27867542615 21056.322234755913 -22466.614924823116 -7478.7473060344828 -64250.995744680848 27876.978930422338 108499.78424804688 42452.143149038464 36048.293921493903 30030.316143329328 71290.847569208563 -4323.9708951822922 -55051.972795758935 -65324.270833333343 -308.63912381424683 -2236.1023640511135 1685.7908689245262 -4659.8833216527673 -21314.518215437267 19696.209103544039 9156.904814248699 -22738.744959232401 3887.1076722827829 -36007.70067691803 879.03822047897029
leaf_weight=3980118 984 9968 36 354 62 22 191 106 29 47 101 40 39 41 52 46 90 28 27 153988 44460 24936 2338 290 526 3332 974 37573 512 56854
leaf_count=3980118 984 9968 36 354 62 22 191 106 29 47 101 40 39 41 52 46 90 28 27 153988 44460 24936 2338 290 526 3332 974 37573 512 56854
internal_value=0 170.479 5263.22 133.563 -9655.68 -45902.3 13618.7 -3207.98 28198.4 17717.6 11046.4 23840.5 -9962.05 71826.8 5153.56 30806.5 9817.64 -16295.6 -2559.23 135.668 512.081 -725.158 -1883.08 -1331.62 -1979.66 6717.17 -9976.55 1418.5 1870.58 549.819
internal_weight=0 338046 2295 1422 438 84 873 171 65 702 465 289 176 81 208 237 129 107 79 335751 181763 76856 51920 48608 44986 3622 3312 104907 94939 57366
internal_count=4318164 338046 2295 1422 438 84 873 171 65 702 465 289 176 81 208 237 129 107 79 335751 181763 76856 51920 48608 44986 3622 3312 104907 94939 57366
is_linear=0
shrinkage=0.1


Tree=2433
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 4 3 5 0 6 3 5 3 5 5 4 5 5 1 5 5 2 1 0 0 3 3 6 3
split_gain=1.05797e+12 8.54007e+12 1.55876e+13 9.36358e+13 3.37446e+13 3.67745e+13 2.08719e+13 2.11289e+13 1.82438e+13 1.76651e+13 8.84715e+13 1.55408e+14 6.24462e+13 1.01836e+14 5.3347e+13 5.05722e+13 4.42288e+13 4.49835e+13 3.5597e+13 3.29741e+13 3.30735e+13 3.00281e+13 2.61177e+13 2.42116e+13 1.1354e+14 1.50607e+14 2.35455e+14 2.23303e+14 1.79075e+14 2.05598e+14
threshold=30.305955500000003 30.259484550000003 60.052595500000002 60.042666650000008 9.5000000000000018 34.010000000000012 3.5000000000000004 24.500000000000004 70.50500000000001 60.017447350000005 1.5000000000000002 19.500000000000004 118.33500000000002 6.5000000000000009 161.85000000000002 58.995000000000012 2.5000000000000004 72.010000000000005 83.010000000000005 30.278357500000002 78.010000000000005 69.015000000000015 8.5000000000000018 30.278357500000002 59.990816400000007 59.950068600000009 9.5000000000000018 10.500000000000002 1.5000000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 -4 -8 -7 23 -11 12 13 16 -14 -13 21 -18 -19 20 -15 -12 -17 24 25 -3 28 -28 -27 -30
right_child=-2 2 6 4 5 8 7 -9 -10 10 11 15 14 19 -16 22 17 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=105.59609289350779 10.112732016606975 -9813.0475447619028 2422.0933838460023 55432.463031250008 -17896.428162551154 -78243.84762239983 109128.99795185812 -3802.2054264322924 -163099.63708333333 -42033.499485841385 60023.178117766212 60549.162983954709 -164909.55501644738 18956.506810230483 36863.024257812496 83738.477656250005 -9045.1851190476191 267177.79616815475 115229.26984779094 -9120.4266184007793 151497.30361328126 -47736.672564338238 220620.23277853263 -88.332541422700515 -24347.836217092496 4972.1665943818934 -62992.73397166506 26407.048895555312 52721.53624829997 185756.1629818659
leaf_weight=138955 4145141 5691 5708 25 105 163 37 30 30 317 108 79 38 321 20 20 21 21 58 1036 20 34 46 14795 2644 680 534 586 764 137
leaf_count=138955 4145141 5691 5708 25 105 163 37 30 30 317 108 79 38 321 20 20 21 21 58 1036 20 34 46 14795 2644 680 534 586 764 137
internal_value=0 -242.272 -1661.14 -2627.53 -56161.1 -65523 3073.42 58562.8 -91433.9 -2009.32 6723.95 15207 6619.24 10271.6 -95332.8 114529 70097.3 121041 155621 -242.394 26730.2 34221.5 179141 -2732.5 -6277.31 -583.975 18861.7 -16217.5 43712.2 72949.9
internal_weight=0 173023 34068 28293 323 298 5775 67 193 27970 2139 1822 1677 1619 58 145 242 100 79 1377 341 142 66 25831 11036 8392 2701 1120 1581 901
internal_count=4318164 173023 34068 28293 323 298 5775 67 193 27970 2139 1822 1677 1619 58 145 242 100 79 1377 341 142 66 25831 11036 8392 2701 1120 1581 901
is_linear=0
shrinkage=0.1


Tree=2434
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 2 1 3 5 5 3 2 6 4 6 5 1 1 5 5 3 2 0 5 3 2 1 1 0 4
split_gain=1.03052e+12 3.96718e+12 3.33915e+12 6.23631e+12 1.18355e+13 1.56699e+13 2.12504e+13 1.83644e+13 3.54283e+13 1.474e+13 1.40478e+13 1.22211e+13 9.78969e+12 5.87068e+12 7.41236e+12 5.31888e+12 4.02985e+12 8.62266e+12 9.44135e+12 2.08393e+13 1.02088e+13 1.13577e+13 1.12851e+13 5.29596e+12 7.57266e+12 6.35519e+12 6.03484e+12 9.47724e+12 7.62859e+12 4.1371e+12
threshold=27.500000000000004 59.932719750000011 55.751981950000008 55.793358600000012 37.712318250000003 28.500000000000004 37.559851850000008 35.500000000000007 59.810000000000009 73.010000000000005 32.500000000000007 31.500000000000004 1.5000000000000002 1.5000000000000002 1.5000000000000002 44.905000000000008 37.66934650000001 37.777459000000007 79.010000000000005 70.50500000000001 30.500000000000004 28.500000000000004 55.719391050000006 40.205000000000005 34.500000000000007 32.500000000000007 37.533784800000006 37.503486000000002 55.56564190000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 5 6 -4 8 10 12 -7 -11 -6 15 -15 -9 23 18 19 20 22 -22 -18 24 -2 -25 27 29 -28 -27
right_child=1 -3 3 -5 9 7 -8 13 -10 11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=-1.7985159652784217 -4919.033743001648 44712.918377976195 19505.461011904765 777.54260860529666 -27745.088979559077 36374.552083333336 -122756.61517857143 -14388.799301757812 -39132.634933035719 -24673.665100319602 141632.98151245117 55552.053933189658 -84846.759857536759 -78551.10760869566 4689.2045410156252 45158.811295572923 21880.896517405792 2100.2622391433124 82234.437835693359 -74486.181724747366 107260.17191220238 29357.780153886662 -49388.25 759.64877092189636 -51479.383399926162 -9715.5383391203704 22079.405131559553 93667.624739583349 -47969.855078125001 43066.349054509948
leaf_weight=4312319 236 21 21 2865 73 21 21 40 28 55 32 29 51 23 20 24 68 645 24 23 21 172 33 1099 41 27 53 24 22 33
leaf_count=4312319 236 21 21 2865 73 21 21 40 28 55 32 29 51 23 20 24 68 645 24 23 21 172 33 1099 41 27 53 24 22 33
internal_value=0 1326.91 1170.47 -921.422 -12034.5 3597.83 -51625.6 15935 51856.9 -29320.3 99926.8 3023.31 -51230.5 -11258.2 -39834.7 7941.55 3911.26 8899.8 21761.1 17182.7 24354 37834.2 -1405.06 706.887 -11810.6 3463.13 22149.5 40558.2 1531.62 19314.5
internal_weight=0 5845 5824 3303 438 230 42 188 81 208 53 84 124 107 43 64 2521 986 341 317 294 193 101 1535 277 1258 159 84 75 60
internal_count=4318164 5845 5824 3303 438 230 42 188 81 208 53 84 124 107 43 64 2521 986 341 317 294 193 101 1535 277 1258 159 84 75 60
is_linear=0
shrinkage=0.1


Tree=2435
num_leaves=31
num_cat=0
split_feature=1 6 1 1 2 4 0 5 0 0 0 0 3 0 5 0 1 2 3 5 4 0 5 1 5 3 3 3 1 1
split_gain=1.00067e+12 9.96112e+12 2.15079e+13 2.2384e+13 2.90234e+13 2.74171e+13 2.36718e+13 4.33207e+13 3.70349e+13 2.21877e+14 9.11397e+13 7.10356e+13 4.51769e+13 5.75165e+13 3.806e+13 3.65015e+13 6.58664e+13 4.65101e+13 1.06677e+14 2.25411e+13 4.20704e+13 8.2822e+13 6.72082e+13 5.7537e+13 4.26022e+13 3.82401e+13 3.60186e+13 5.72613e+13 6.89917e+13 6.75767e+13
threshold=38.781124500000011 1.5000000000000002 38.422276900000007 37.998366300000008 12.500000000000002 3.5000000000000004 56.320495600000008 63.455000000000005 55.784980300000008 55.769960200000007 55.751981950000008 55.734663800000007 5.5000000000000009 53.719078300000007 37.75500000000001 55.87722990000001 38.233559750000005 5.5000000000000009 16.500000000000004 55.005000000000003 2.5000000000000004 56.110481950000008 52.710000000000008 30.323743050000001 52.710000000000008 16.500000000000004 17.500000000000004 16.500000000000004 30.160599000000001 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 5 6 8 -8 9 10 11 12 13 -5 -11 -10 -17 -18 -19 20 -1 22 -22 24 -23 -25 27 -21 -29 -30
right_child=-2 -3 -4 4 -6 -7 7 -9 15 14 -12 -13 -14 -15 -16 16 17 18 -20 26 21 23 -24 25 -26 -27 -28 28 29 -31
leaf_value=300.53450542596443 -31.687666379531095 271.43898079684539 12915.092033826819 22617.181748048184 -16030.998379546974 -89535.751220703125 5767.0377381027392 106789.66765625001 -35940.909691158675 79869.671156609198 -126389.74206832628 35349.095546572971 -7885.9840872957284 -57183.344177734376 183915.67600635593 -18607.031930212215 8825.4326234879027 266346.96785714285 7637.9460726351354 -1403.4334676197659 13925.488409937208 -6467.9996958815209 120934.83719050483 -43633.948286265811 69895.453757352603 20593.70649313039 460.20209647313345 80931.332349200587 -42967.850699316587 -7465.2423617164595
leaf_weight=249194 3012745 861451 1226 933 1909 36 186 55 622 87 59 485 5543 100 59 583 93 28 37 85490 107 127 130 257 172 145 82551 86 559 13109
leaf_count=249194 3012745 861451 1226 933 1909 36 186 55 622 87 59 485 5543 100 59 583 93 28 37 85490 107 127 130 257 172 145 82551 86 559 13109
internal_value=0 73.1312 -311.654 -348.281 -4841.79 -2443.38 -2089.91 28822 -2953.25 -115.815 -2618.15 -1583.94 -4307.86 14892.1 121916 -18079.3 -3086.12 54184.1 119082 -235.768 380.102 21518.4 72622.6 4240.72 37460.1 -20467.3 -1083.14 -2366.9 -8355.45 -8917.24
internal_weight=0 1.30542e+06 443968 442742 10815 8906 8870 241 8629 7266 7120 7061 6576 1033 146 1363 741 158 65 431927 250132 938 237 701 299 402 181795 99244 13754 13668
internal_count=4318164 1305419 443968 442742 10815 8906 8870 241 8629 7266 7120 7061 6576 1033 146 1363 741 158 65 431927 250132 938 237 701 299 402 181795 99244 13754 13668
is_linear=0
shrinkage=0.1


Tree=2436
num_leaves=31
num_cat=0
split_feature=3 4 5 1 5 3 6 1 1 0 0 5 2 0 4 1 1 1 0 5 2 6 5 2 2 1 0 5 1 1
split_gain=1.06572e+12 8.62961e+12 2.23474e+13 3.09339e+13 2.93606e+13 5.43601e+13 3.84063e+13 6.08705e+13 3.48669e+13 4.9109e+13 6.98047e+13 4.40256e+13 2.91325e+13 2.87443e+13 2.37261e+13 2.36101e+13 5.44632e+13 3.73018e+13 2.65296e+13 2.43611e+13 2.35642e+13 2.26387e+13 4.67905e+13 2.42988e+13 3.9571e+13 2.20691e+13 2.09604e+13 2.01735e+13 3.29534e+13 6.45181e+13
threshold=9.5000000000000018 3.5000000000000004 87.395000000000024 20.507360500000004 107.05000000000001 8.5000000000000018 1.5000000000000002 30.578016350000002 30.259484550000003 59.846652800000008 59.982527000000012 90.015000000000015 3.5000000000000004 57.147575200000006 4.5000000000000009 39.011252750000004 39.488326500000007 38.959914000000005 58.242297500000006 100.05000000000001 2.5000000000000004 1.5000000000000002 85.020000000000024 6.5000000000000009 7.5000000000000009 37.436176200000013 47.208883950000008 161.85000000000002 82.968597500000016 83.006817700000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 11 12 -4 -11 -9 15 17 19 -8 -18 -17 -12 22 23 -5 -25 -24 -16 28 -6 -30
right_child=-2 2 4 21 27 6 14 13 -10 10 20 -13 -14 -15 26 16 18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-99.239818275350657 44.840640559623338 -68197.096419795867 128182.26056250048 23838.776733834406 4843.3453908537886 169063.31508413464 -7403.4920154949768 20307.65182729868 -933.66067487493694 102555.16067708335 66326.799987399194 -12982.031001233554 244790.59029947917 -85239.546497844829 47244.414530285496 -53686.279342215406 -21052.283870031504 91862.772148437507 26729.520594623664 -144865.75267361113 -60231.933021763398 2264.7083666717795 -141646.87475142046 164952.98138950893 22477.059996448865 -7806.4992257254462 -5498.2291157404579 -4142.1511479991086 -53041.486147629308 -776.96583895027788
leaf_weight=1857116 2379540 62 25 329 13851 26 706 234 9161 36 31 190 24 29 81 84 2929 40 121 45 28 45918 22 35 44 28 1080 4786 290 1273
leaf_count=1857116 2379540 62 25 329 13851 26 706 234 9161 36 31 190 24 29 81 84 2929 40 121 45 28 45918 22 35 44 28 1080 4786 290 1273
internal_value=0 -55.0391 952.051 2391 -953.333 -4325.7 -12361.8 23099.3 223.413 31959.8 83500.8 3432.42 159449 8669.37 -14376.7 -18091.4 -21848.5 -2080.9 -19156.7 -85493.1 6265.03 2485.37 24608.1 35797.3 85599.3 -66696.3 -1818.51 1529.19 3290.13 -10474.2
internal_weight=0 1.93862e+06 81508 46438 35070 14870 5375 289 9495 334 119 215 60 263 5086 3925 3179 746 3050 129 59 46376 458 408 79 50 1161 20200 15414 1563
internal_count=4318164 1938624 81508 46438 35070 14870 5375 289 9495 334 119 215 60 263 5086 3925 3179 746 3050 129 59 46376 458 408 79 50 1161 20200 15414 1563
is_linear=0
shrinkage=0.1


Tree=2437
num_leaves=31
num_cat=0
split_feature=3 1 1 3 5 5 5 5 0 0 0 0 3 1 1 5 0 1 1 5 1 0 5 1 0 0 0 0 1 0
split_gain=1.07189e+12 8.65318e+12 1.06601e+13 9.56373e+12 4.10133e+13 2.04458e+13 1.62639e+13 1.12538e+13 9.25701e+12 9.23198e+12 8.80266e+12 8.60837e+12 8.3109e+12 2.60904e+13 2.92007e+13 5.46532e+13 4.68003e+13 3.19972e+13 3.17223e+13 3.08421e+13 2.94128e+13 4.92568e+13 8.00622e+13 7.74156e+13 4.38349e+13 3.92272e+13 1.33177e+14 1.20615e+14 1.23353e+14 8.64338e+13
threshold=18.500000000000004 103.85249100000001 92.896330950000007 21.500000000000004 97.050000000000011 81.910000000000011 82.00500000000001 64.020000000000024 61.785186750000001 52.056565900000003 56.009576300000013 56.093493200000005 17.500000000000004 82.961358250000018 55.957851400000003 74.010000000000005 57.106514900000001 56.022377500000012 65.58467570000002 37.995000000000012 47.282206100000003 55.820531900000013 59.810000000000009 49.148175700000003 55.784980300000008 55.645049100000001 55.727011600000004 55.68356880000001 37.275078000000001 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 8 4 5 11 -7 10 -2 -3 -5 -4 -1 14 20 16 17 -16 -18 -20 25 23 -23 -22 -25 29 27 28 -27 -14
right_child=1 9 3 7 -6 6 -8 -9 -10 -11 -12 -13 13 -15 15 -17 18 -19 19 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-7.292796904419804 -144.41044444068879 -3772.6531722978989 16671.871856908321 -7308.3898220005321 107604.16598958334 -112179.53750000001 -6646.5349414062503 -7020.8174035675083 57355.418303571438 -32220.680167835846 13462.081157445184 -27464.901034740691 41.212602627859731 -1923.6555507478779 36072.756760020537 19358.209449509272 -1848.3783045565679 4968.5979669824283 11971.0440752008 -35096.585373884751 28059.106835781866 -2759.4131984963424 -34583.556902320117 -1462.7522996146524 -41825.162766428031 77105.559994164942 2708.6194990495096 73458.310820391096 -3989.726163866841 -45557.112264229916
leaf_weight=3597421 597280 351 739 268 45 23 40 799 28 169 855 47 40654 26620 340 2382 2259 12132 178 639 902 2249 1219 4307 287 241 23927 497 846 420
leaf_count=3597421 597280 351 739 268 45 23 40 799 28 169 855 47 40654 26620 340 2382 2259 12132 178 639 902 2249 1219 4307 287 241 23927 497 846 420
internal_value=0 -123.949 -112.776 6025.45 14570.3 9639.19 -45174.5 2050.88 -141.715 -13018.3 8505.28 14032.7 20.0266 838.347 1624.88 5252.85 3091.87 5816.53 -7955.58 -24841.9 763.857 -4613.77 -13945.6 1274.64 -3984.3 1487.82 4567.64 32648.9 13990 -425.051
internal_weight=0 600644 600124 2816 894 849 63 1922 597308 520 1123 786 3.71752e+06 120099 93479 17930 15548 12472 3076 817 75549 8964 3468 5496 4594 66585 25511 1584 1087 41074
internal_count=4318164 600644 600124 2816 894 849 63 1922 597308 520 1123 786 3717520 120099 93479 17930 15548 12472 3076 817 75549 8964 3468 5496 4594 66585 25511 1584 1087 41074
is_linear=0
shrinkage=0.1


Tree=2438
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 4 2 2 1 0 2 3 3 0 1 0 0 1 2 2 1 1 1 0 2 1 1 0 3 4
split_gain=1.04892e+12 5.95454e+12 4.19323e+13 5.14686e+13 4.37426e+13 3.84758e+13 3.76414e+13 3.31752e+13 2.71505e+13 3.20421e+13 2.21478e+13 2.78307e+13 5.54425e+13 3.39744e+13 8.22154e+13 5.13924e+13 5.51976e+13 3.22768e+13 4.55399e+13 3.12832e+13 2.63909e+13 4.46868e+13 2.62996e+13 2.37769e+13 2.29346e+13 2.57925e+13 2.58807e+13 2.22503e+13 2.08072e+13 2.55128e+13
threshold=100.05000000000001 99.555000000000021 65.58467570000002 82.897133550000021 65.551978750000004 1.5000000000000002 1.5000000000000002 18.500000000000004 30.226173900000003 60.017447350000005 11.500000000000002 12.500000000000002 15.500000000000002 55.601678500000013 39.016372550000007 45.029420750000007 45.03656895000001 38.975980350000007 12.500000000000002 15.500000000000002 38.92948375000001 38.959914000000005 39.899261850000009 55.657530000000008 15.500000000000002 39.080602550000002 39.739656000000004 45.059881250000011 17.500000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -5 9 -7 -10 -12 22 14 15 19 -17 18 -18 -14 -20 -22 27 -15 25 -16 -27 -13 29 -8
right_child=-2 2 3 7 -6 8 28 -9 10 -11 11 12 13 23 24 16 17 -19 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.2189378600912302 -293.00593641492304 74637.208274147735 -42295.618435454664 -4334.2941160976097 55179.673630541423 -13294.659996332561 -1576.6451923076925 116678.02649456522 3859.2125924020725 -118693.71105587122 114738.3487338362 -125459.61183035714 81656.286290922624 -98724.542613636368 -30566.644601562504 203890.5974820524 -31917.338557596413 141114.01531756367 36816.009546252266 -72729.077421875001 192802.63231707318 37746.607100183828 16240.449715909092 7708.3923671463654 -21510.464349740312 102140.67722457628 9246.5876408811473 -31191.607254914317 14714.64859375 -116335.37982113488
leaf_weight=4188461 118815 22 413 1508 172 229 26 23 7007 33 29 42 21 22 50 37 47 54 69 35 41 34 55 457 179 59 61 62 25 76
leaf_count=4188461 118815 22 413 1508 172 229 26 23 7007 33 29 42 21 22 50 37 47 54 69 35 41 34 55 457 179 59 61 62 25 76
internal_value=0 8.29021 2343.83 -10967.4 5237.05 4257.78 -46124.8 -2516.34 5128.36 -26570.1 6121.67 17829.9 15708.9 23262.7 37516 72668.2 90044.6 72851.6 53552.3 -14834.6 81448.6 122511 -39685.3 2820.03 3471.74 29776.5 54919.5 -69261.4 -67044.2 -87083.2
internal_weight=0 4.19935e+06 10888 1944 8944 8772 149 1531 8623 262 8361 1354 1325 1166 687 338 282 245 191 56 144 75 159 479 349 170 120 104 127 102
internal_count=4318164 4199349 10888 1944 8944 8772 149 1531 8623 262 8361 1354 1325 1166 687 338 282 245 191 56 144 75 159 479 349 170 120 104 127 102
is_linear=0
shrinkage=0.1


Tree=2439
num_leaves=31
num_cat=0
split_feature=1 3 3 3 0 5 0 1 5 4 5 5 0 0 5 2 0 1 2 5 1 0 5 0 5 6 5 5 2 6
split_gain=9.95536e+11 1.72981e+13 7.18601e+13 4.98736e+13 4.22949e+13 6.89522e+13 4.38074e+13 4.09642e+13 3.93852e+13 2.98567e+13 4.30941e+13 2.7112e+13 2.48172e+13 4.78706e+13 2.46202e+13 4.28321e+13 2.41131e+13 1.11949e+14 3.21051e+13 4.6526e+13 2.78041e+13 1.06246e+14 5.79223e+13 5.17255e+13 3.92492e+13 3.54651e+13 2.32498e+13 2.11446e+13 2.48156e+13 2.39804e+13
threshold=30.226173900000003 24.500000000000004 23.500000000000004 22.500000000000004 59.863160500000006 71.00500000000001 59.853570100000006 30.160599000000001 94.040000000000006 2.5000000000000004 103.45000000000002 84.030000000000015 59.982527000000012 60.035045000000004 41.995000000000012 1.5000000000000002 59.990816400000007 30.207352000000004 7.5000000000000009 55.990000000000002 30.207352000000004 60.003414000000006 59.245000000000012 60.003414000000006 58.040000000000006 1.5000000000000002 101.05000000000001 93.00500000000001 4.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -5 -8 12 11 -11 -9 -14 -6 -16 17 -17 -19 -20 21 24 -22 25 -18 -24 -21 28 -25 -29
right_child=-2 4 -4 7 14 6 8 9 -10 10 -12 -13 13 -15 15 16 20 18 19 26 22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=-485.68714079916811 7.6301997766023142 -1365.1966239705121 -16982.008741651349 -4734.7834742295408 2344.3490490196491 -1087.9330539772727 -73032.510846185076 47433.893308512372 -208100.43666666668 50871.493289956707 -18889.879554687501 137489.87401733399 -42166.809856196815 21333.320935449345 -95536.408522727274 -8054.3212608879785 30366.175387856394 42632.19849759616 60990.592272258262 231294.10751488098 23626.476558013048 -37819.821372767859 30646.56446289063 48646.789218750004 114150.04329796993 -90063.599993943804 104393.61051136364 110345.46546415443 -31389.973444100313 2342.3682241586539
leaf_weight=96498 4211803 715 2606 681 2320 55 77 246 30 83 50 64 140 781 33 211 97 65 53 42 774 119 30 50 132 129 22 34 172 52
leaf_count=96498 4211803 715 2606 681 2320 55 77 246 30 83 50 64 140 781 33 211 97 65 53 42 774 119 30 50 132 129 22 34 172 52
internal_value=0 -302.149 -591.636 -158.188 5315.91 -14712.1 -73619.5 15295.6 -110902 25296.1 61305.5 88582.9 19217.4 11680.7 9367.7 17454.1 19335.4 41514.4 98981.4 130286 13850 38829.8 6845.2 -20967.9 78660.8 -67288.1 187672 2944.2 -13363.7 45041.3
internal_weight=0 106361 101149 98543 5212 877 162 2045 107 1364 197 147 1167 921 4335 2015 1982 393 182 117 1589 348 1241 467 229 159 64 308 222 86
internal_count=4318164 106361 101149 98543 5212 877 162 2045 107 1364 197 147 1167 921 4335 2015 1982 393 182 117 1589 348 1241 467 229 159 64 308 222 86
is_linear=0
shrinkage=0.1


Tree=2440
num_leaves=31
num_cat=0
split_feature=2 3 3 0 1 5 2 5 0 0 5 2 3 5 6 1 1 0 4 0 1 2 5 0 0 5 2 4 5 0
split_gain=9.33412e+11 8.86208e+12 3.24614e+13 2.73232e+13 1.03842e+14 5.55996e+13 5.24503e+13 5.68675e+13 5.03965e+13 4.7526e+13 4.75217e+13 1.14948e+14 6.89612e+13 4.94107e+13 4.34701e+13 4.25234e+13 5.19657e+13 4.84153e+13 3.91763e+13 3.74894e+13 3.69555e+13 3.39681e+13 5.22421e+13 3.35537e+13 3.12708e+13 2.99927e+13 2.80048e+13 5.3156e+13 2.45731e+13 2.41457e+13
threshold=9.5000000000000018 12.500000000000002 15.500000000000002 44.678200800000006 39.899261850000009 54.710000000000008 11.500000000000002 77.715000000000018 43.592450450000008 43.642715500000008 44.905000000000008 12.500000000000002 13.500000000000002 47.415000000000006 1.5000000000000002 40.810045900000013 39.925119750000007 43.465905150000005 1.5000000000000002 44.580511600000001 39.726951800000002 13.500000000000002 91.050000000000011 43.592450450000008 43.642715500000008 107.05000000000001 10.500000000000002 1.5000000000000002 92.035000000000011 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 3 4 5 10 20 8 -8 -10 18 12 -12 -13 -9 16 17 -6 -3 -11 24 25 -23 -20 -7 -16 -14 -28 -26 -2
right_child=1 2 -4 -5 15 6 7 14 9 19 11 13 26 -15 21 -17 -18 -19 23 -21 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=23.259143684204123 -1158.5738220109388 21762.862585960687 -189.19832158306929 1634.6564985138621 8529.8982378364799 162581.10871093752 142357.21187626009 103314.9401141827 -64844.905295138888 175149.05125000002 17739.560925480771 224608.20355468753 -17008.456445312502 32887.752132359943 -114092.77661546611 -477.27500666244561 -159118.02157939191 -134338.62278225805 186397.0962284483 30088.8787046371 19399.067839843752 135535.15618206523 -82618.815029761914 31485.770486111112 46611.980591184707 27610.631562499999 -199250.34693287036 -34961.593497983871 170584.27581845238 6649.4189780613233
leaf_weight=3453778 115683 358 667324 74816 101 80 62 26 36 25 65 20 24 41 59 1092 37 31 29 62 50 23 21 27 67 20 54 31 21 4101
leaf_count=3453778 115683 358 667324 74816 101 80 62 26 36 25 65 20 24 41 59 1092 37 31 29 62 50 23 21 27 67 20 54 31 21 4101
internal_value=0 -92.9352 35.4903 1975.76 12341.3 33385.3 56715.4 31812 68843.1 31787.2 13542.1 -22374 -63784.3 95746.9 -14166.2 -7701.45 -54380.7 -25022.6 33929.3 71772.8 94870.3 -38999.6 31416.2 111708 117332 -78218.5 -112399 -139333 76196.3 -891.254
internal_weight=0 864386 744602 77278 2462 1201 552 334 185 123 649 235 174 61 149 1261 169 132 414 87 218 123 44 56 168 79 109 85 88 119784
internal_count=4318164 864386 744602 77278 2462 1201 552 334 185 123 649 235 174 61 149 1261 169 132 414 87 218 123 44 56 168 79 109 85 88 119784
is_linear=0
shrinkage=0.1


Tree=2441
num_leaves=31
num_cat=0
split_feature=0 6 0 0 3 3 1 5 5 3 0 3 5 4 1 5 5 5 1 3 5 1 3 3 1 0 5 5 1 3
split_gain=1.00407e+12 1.13415e+13 3.61968e+13 5.1564e+13 6.23574e+13 2.10355e+14 5.16652e+13 5.5159e+13 4.9765e+13 4.83241e+13 4.61199e+13 6.45735e+13 4.54882e+13 6.22274e+13 5.01349e+13 4.04698e+13 3.94421e+13 6.95108e+13 4.88998e+13 5.59491e+13 3.80679e+13 3.66106e+13 8.24166e+13 1.55149e+14 1.21823e+14 9.62214e+13 7.6048e+13 2.181e+14 1.01199e+14 7.19502e+13
threshold=59.939091550000008 1.5000000000000002 59.990816400000007 60.017447350000005 10.500000000000002 9.5000000000000018 30.332994000000003 81.910000000000011 41.005000000000003 4.5000000000000009 60.029906750000002 25.500000000000004 90.015000000000015 3.5000000000000004 30.259484550000003 64.020000000000024 75.750000000000014 72.010000000000005 30.468306550000005 19.500000000000004 73.010000000000005 30.305955500000003 11.500000000000002 14.500000000000002 30.323743050000001 60.003414000000006 63.455000000000005 71.715000000000018 30.370618100000005 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 9 7 -7 -2 -4 11 15 21 -14 -15 -5 17 -10 19 -18 -19 29 -23 25 -25 -24 -26 28 -28 -6
right_child=1 -3 3 10 12 6 -8 -9 16 -11 -12 -13 13 14 -16 -17 18 20 -20 -21 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=11.936774207183626 945.89723899974331 302.40661379010913 33110.400571546052 -6045.4289993149259 3155.5376214459702 80677.898041314387 -60930.578800455725 237105.74217122397 -7687.2603602207282 -52173.594825102518 301.06491662014378 48865.768569388441 -70295.888326280387 114589.27821777345 -26890.595026819032 -25103.069791531485 4875.7340379543602 -64596.047590141796 -106472.27340959822 -37626.61207301051 -21742.690140261486 -40919.429770831943 38502.954920290045 -111191.75845927255 -16378.642062923944 -68207.618833705361 199533.32626838237 -47019.326057812505 -14098.806145833334 28159.672776489613
leaf_weight=4068831 13593 161541 95 4292 3490 371 24 24 13945 221 38750 186 180 40 67 1505 4430 308 42 333 634 467 1183 122 1442 91 85 125 30 1717
leaf_count=4068831 13593 161541 95 4292 3490 371 24 24 13945 221 38750 186 180 40 67 1505 4430 308 42 333 634 467 1183 122 1442 91 85 125 30 1717
internal_value=0 -194.795 -1109.67 477.075 7057.06 35067.8 81526.7 90182.4 -3708.09 -26534.4 -960.629 -9132.22 4779.39 -34395 25999.1 -10993.1 -6920.64 -9463.24 956.921 1904.23 -35754.2 6064.02 -1774.53 4164.61 -14702.6 30880.8 -7703.95 44416.5 143803 11400.6
internal_weight=0 249333 87792 54507 9774 735 419 395 33285 316 44733 5983 9039 287 107 5797 19692 14887 4805 4763 942 8752 3545 3078 1804 1274 1682 240 115 5207
internal_count=4318164 249333 87792 54507 9774 735 419 395 33285 316 44733 5983 9039 287 107 5797 19692 14887 4805 4763 942 8752 3545 3078 1804 1274 1682 240 115 5207
is_linear=0
shrinkage=0.1


Tree=2442
num_leaves=31
num_cat=0
split_feature=2 1 5 6 3 5 1 5 4 5 3 1 2 0 1 1 5 5 1 1 5 5 5 1 5 3 5 0 5 0
split_gain=9.82568e+11 5.29891e+12 8.07899e+12 5.00792e+12 1.83862e+13 2.33079e+13 2.97204e+13 1.64172e+13 2.57628e+13 5.10812e+13 3.32266e+13 3.08726e+13 3.9717e+13 4.46741e+13 3.07162e+13 3.5396e+13 6.94479e+13 1.18241e+14 4.09163e+13 3.3625e+13 3.34688e+13 2.89334e+13 2.86449e+13 2.70533e+13 3.80843e+13 1.21637e+14 8.44842e+13 5.63862e+13 4.42421e+13 3.12547e+13
threshold=14.500000000000002 30.160599000000001 58.995000000000012 1.5000000000000002 16.500000000000004 83.010000000000005 44.660994650000006 42.005000000000003 1.5000000000000002 56.005000000000003 16.500000000000004 37.712318250000003 15.500000000000002 55.812836050000008 82.957885500000017 82.911991800000024 91.050000000000011 120.05000000000001 82.933113850000026 82.907204800000002 114.05000000000001 88.015000000000015 77.00500000000001 82.784560750000011 80.00500000000001 21.500000000000004 77.715000000000018 55.055104550000003 102.01000000000001 55.050600750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -5 -9 10 11 12 -10 -14 15 19 18 20 22 23 -18 -21 -17 -11 25 -25 29 -26 -29 -27
right_child=1 3 -4 7 -6 6 -8 8 9 14 -12 -13 13 -15 -16 16 17 -19 -20 21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=-13.901817364593265 303.59318274217657 5999.6713011413967 12524.770712717238 1108.8919887153575 242.13089999161849 -28963.181240961836 10924.484185734327 -3916.0071794539372 -3157.1583051409043 -1457.4731313918835 7678.7661042792088 1744.4925559205597 -98467.653928262691 -15822.720783466313 -10836.944499799443 47274.641384732524 55408.714899961407 -10416.039866297544 -10351.91736616999 -15462.004122924805 124958.75801470591 -78873.196353904146 -28623.840029761908 7258.2398312308578 -10635.911688292854 76690.878326716193 192910.79521921644 23652.416590711808 203651.02306463069 -67361.478125000009
leaf_weight=3980118 1422 9360 873 54375 171637 443 323 23873 364 55123 11148 1551 122 141 3235 236 372 327 1121 318 85 93 63 528 707 61 67 36 22 20
leaf_count=3980118 1422 9360 873 54375 171637 443 323 23873 364 55123 11148 1551 122 141 3235 236 372 327 1121 318 85 93 63 528 707 61 67 36 22 20
internal_value=0 163.679 4952.43 130.945 486.422 4627.18 -12143.7 -288.649 -1051.51 -148.635 5471.66 -5825.32 -24550.7 -54159.9 -1348.62 -829.946 11604.6 35494.2 -1585.2 -1310.96 68344.7 -29810.5 31282.7 -1103.88 12422.3 29716.4 109837 -2859.84 91927.8 41122.4
internal_weight=0 338046 2295 335751 181763 10126 766 153988 99613 75740 13326 2178 627 263 62414 59179 2204 784 1420 56975 457 411 299 56564 1441 676 148 765 58 81
internal_count=4318164 338046 2295 335751 181763 10126 766 153988 99613 75740 13326 2178 627 263 62414 59179 2204 784 1420 56975 457 411 299 56564 1441 676 148 765 58 81
is_linear=0
shrinkage=0.1


Tree=2443
num_leaves=31
num_cat=0
split_feature=5 5 1 3 6 0 0 1 3 1 3 3 1 3 6 1 1 1 0 1 0 1 5 0 1 5 0 4 4 0
split_gain=1.04098e+12 6.8076e+12 3.64179e+13 4.91634e+13 3.93785e+13 4.31861e+13 4.91801e+13 6.07977e+13 7.36705e+13 3.80956e+13 4.99605e+13 3.57767e+13 4.1135e+13 4.3703e+13 4.1276e+13 8.71171e+13 3.3996e+13 3.36634e+13 5.10874e+13 3.46634e+13 3.09218e+13 4.22655e+13 3.86392e+13 5.18283e+13 3.55004e+13 3.39049e+13 7.92055e+13 4.27827e+13 3.29923e+13 4.83433e+13
threshold=55.405000000000008 59.245000000000012 37.971176850000006 5.5000000000000009 1.5000000000000002 54.940316550000006 43.642715500000008 43.048525950000005 21.500000000000004 39.714575750000009 9.5000000000000018 11.500000000000002 37.597123000000003 10.500000000000002 1.5000000000000002 30.243224600000001 30.259484550000003 37.098288800000006 55.645049100000001 30.226173900000003 54.959412650000012 82.964402850000013 58.040000000000006 55.025681450000008 82.968597500000016 58.005000000000003 55.017766000000002 2.5000000000000004 1.5000000000000002 55.046835900000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 -5 6 7 8 9 10 -6 12 13 -2 15 -15 -17 19 -19 -16 21 -7 25 -24 -23 27 -27 -22 29 -25
right_child=1 -3 3 4 5 20 -8 -9 -10 -11 -12 -13 -14 14 17 16 -18 18 -20 -21 22 24 23 28 -26 26 -28 -29 -30 -31
leaf_value=-38.356354084330455 -1346.7620392460376 -38.013156755917315 3496.5875797103968 1631.6548373220448 108567.67981520433 -16677.474658630712 3176.960425367799 6286.4149536132818 102261.84685496795 -45251.807911225944 -44534.579753989361 326.58188559604736 -10788.575376120849 -178150.98068181821 106761.88544034092 61337.881271114864 -39146.434886781419 -26513.43623511905 189216.04648437502 -26964.333763000865 -421.05805442244457 10377.367870931961 10994.607832204265 -53151.294944158981 -8651.3061898152791 -7871.605807894869 -58308.343111116352 -9395.7183708302036 -244.86076509767861 2864.0970778127448
leaf_weight=2681621 23443 1314948 62586 95695 39 3590 24458 756 39 776 47 47823 6984 44 22 37 374 21 23 163 24307 1509 4773 298 2799 5008 332 6797 8533 319
leaf_count=2681621 23443 1314948 62586 95695 39 3590 24458 756 39 776 47 47823 6984 44 22 37 374 21 23 163 24307 1509 4773 298 2799 5008 332 6797 8533 319
internal_value=0 62.8503 475.264 1082.19 243.052 -1331.76 2047.42 -14625 -32171.1 -38253.4 24895.5 -1390.56 -4030.11 -2073.75 -26990 -44417.4 -30100.4 7636.52 86254.2 -11061.8 -2846.34 -8663.93 -1934.09 2547.04 -1985.97 -3646.05 -11007.4 -2382.25 -1859.54 -24190.3
internal_weight=0 1.63654e+06 321595 242661 180075 84380 26115 1657 901 862 86 78934 31111 24127 684 455 411 229 44 185 58265 7898 50367 13923 4308 36444 5340 31104 9150 617
internal_count=4318164 1636543 321595 242661 180075 84380 26115 1657 901 862 86 78934 31111 24127 684 455 411 229 44 185 58265 7898 50367 13923 4308 36444 5340 31104 9150 617
is_linear=0
shrinkage=0.1


Tree=2444
num_leaves=31
num_cat=0
split_feature=5 5 3 1 5 0 0 1 0 0 5 0 1 3 4 3 0 4 3 1 0 3 0 3 0 1 1 0 1 1
split_gain=1.11431e+12 1.84785e+13 3.23059e+13 4.41903e+13 3.12466e+13 2.30387e+13 5.92462e+13 3.27941e+13 3.4688e+13 3.23327e+13 2.0868e+13 2.05543e+13 4.43972e+13 3.81302e+13 3.1031e+13 2.05415e+13 2.01056e+13 3.02463e+13 3.8206e+13 2.26402e+13 5.08714e+13 5.09813e+13 6.34451e+13 1.5978e+14 2.82191e+13 2.37351e+13 3.32157e+13 2.76275e+13 2.23914e+13 4.34252e+13
threshold=66.50500000000001 67.990000000000023 23.500000000000004 82.907204800000002 67.00500000000001 56.121679000000007 55.924336300000007 37.487839250000007 55.695992150000002 55.899899800000007 67.520000000000024 57.157092150000004 30.305955500000003 8.5000000000000018 1.5000000000000002 33.500000000000007 55.777112100000004 2.5000000000000004 9.5000000000000018 37.998366300000008 44.732363600000006 7.5000000000000009 55.734663800000007 5.5000000000000009 55.719391050000006 83.093115700000013 82.981501350000016 55.02863030000001 37.620907050000007 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 -5 6 7 10 -9 15 -4 16 13 14 -13 -10 19 18 -18 20 -2 22 24 -24 -22 26 -21 -28 29 -23
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 25 21 28 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-24.820578540165275 -38937.339852526922 -13.747279408557686 38163.670466869051 -16864.096613302027 -66573.105609907027 10034.488694875618 -114638.90008984377 -191.14014404201805 -34361.155053553834 35964.629587402349 -12451.925427039196 -93683.167170410161 -5577.5309508873843 22864.040322723653 -2323.6507902836665 36642.165111736918 29985.769985302148 2519.8922010163069 8556.9432302977766 4439.1665314304873 -17829.331957596696 -376.82595291361997 -23053.351589543272 -329731.32279211958 72747.58797743055 -6321.8391623387197 12869.806505747312 59316.095889018878 -7126.7798419934188 22719.375681649704
leaf_weight=3485947 367 783332 263 470 173 1140 50 1605 777 80 118 40 6372 1162 527 43 1087 5294 3547 17246 772 2381 65 23 36 1980 366 197 1467 1237
leaf_count=3485947 367 783332 263 470 173 1140 50 1605 777 80 118 40 6372 1162 527 43 1087 5294 3547 17246 772 2381 65 23 36 1980 366 197 1467 1237
internal_value=0 103.967 1990.22 -5874.29 -30238.4 -2030.8 -6715.55 -4845.77 -9003.04 -24717.6 22487.4 2830.52 -1721.26 12490.5 -8768.77 -30637.8 3852.95 7683.96 13583.5 2397.76 -2798.67 -581.167 -22575.5 -103208 -13793.7 4064.69 5219.47 29121.9 3294.33 7519.8
internal_weight=0 832217 48885 4719 643 4076 2936 2886 2505 900 381 44166 8101 1729 567 820 36065 9928 4634 26137 6348 5981 896 88 808 19789 17809 563 5085 3618
internal_count=4318164 832217 48885 4719 643 4076 2936 2886 2505 900 381 44166 8101 1729 567 820 36065 9928 4634 26137 6348 5981 896 88 808 19789 17809 563 5085 3618
is_linear=0
shrinkage=0.1


Tree=2445
num_leaves=31
num_cat=0
split_feature=1 4 5 1 5 3 5 5 6 1 5 0 0 1 0 1 4 5 6 2 2 0 0 0 0 5 1 5 5 5
split_gain=1.06088e+12 1.06178e+13 4.48555e+13 5.25208e+13 4.6663e+13 3.23003e+13 4.63074e+13 5.35482e+13 3.13145e+13 3.2035e+13 2.83374e+13 3.56963e+13 8.09461e+13 1.0926e+14 8.04757e+13 6.45867e+13 4.61548e+13 3.92845e+13 3.74678e+13 4.97571e+13 5.18764e+13 4.54527e+13 5.36471e+13 4.50667e+13 4.20895e+13 3.92698e+13 6.885e+13 6.25452e+13 7.74903e+13 4.89249e+13
threshold=38.781124500000011 1.5000000000000002 87.00500000000001 37.475443250000005 85.91500000000002 17.500000000000004 107.05000000000001 95.020000000000024 1.5000000000000002 30.323743050000001 56.005000000000003 55.07108800000001 55.110554300000004 38.633372000000001 54.970187400000007 37.559851850000008 2.5000000000000004 80.815000000000012 1.5000000000000002 1.5000000000000002 13.500000000000002 59.820733200000006 59.853570100000006 59.896318000000008 55.388132500000005 99.555000000000021 30.451272450000005 74.010000000000005 65.045000000000016 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 6 7 -5 9 -4 -3 14 13 -13 -12 -16 -15 -18 24 23 -21 -22 -23 25 -14 27 29 28 -20 -27
right_child=-2 10 3 5 -6 -7 -8 -9 -10 -11 11 12 18 16 15 -17 17 -19 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-283.56704022921446 -32.627025727789302 1140.5944433723296 -88638.376744495748 -33890.431069711536 -66638.685062278892 56672.615953947374 -13383.232503027344 -248587.02135416667 34044.057871248828 23309.393916495901 -1771.1589884329369 -29334.849411453368 24750.58878689236 85721.052396370607 -92900.316082458507 -20007.446911240218 18363.872786570915 78050.622534352835 -4380.6673811506444 2046.9087772201628 -4673.3877834288714 24003.348299526162 776.44679921863371 -10799.414834578925 -1149.3159815026777 154698.7408018868 5737.9287647173869 -12527.36617313695 12840.410968947057 41077.974120175932
leaf_weight=558034 3012745 270003 44 26 106 38 125 21 919 61 77375 262 630 206 150 641 506 141 7232 186583 22995 1136 7978 6180 154835 53 779 4136 4091 133
leaf_count=558034 3012745 270003 44 26 106 38 125 21 919 61 77375 262 630 206 150 641 506 141 7232 186583 22995 1136 7978 6180 154835 53 779 4136 4091 133
internal_value=0 75.2991 -254.063 18790.5 -296.169 -26765.8 -45199.9 -129819 28133.1 -23602.1 322.25 -141.901 241.916 27148 -2095.58 -33830.4 44496.8 31371.3 166.303 946.323 1407.99 -2304.72 3671.53 -3520.27 -1044.36 -781.284 18789.9 -2002.98 1841.31 73453.8
internal_weight=0 1.30542e+06 559374 1234 558140 210 172 47 1024 105 746045 476042 397876 1115 78166 791 853 647 396761 241296 218692 32109 9114 22604 155465 16424 965 15459 11323 186
internal_count=4318164 1305419 559374 1234 558140 210 172 47 1024 105 746045 476042 397876 1115 78166 791 853 647 396761 241296 218692 32109 9114 22604 155465 16424 965 15459 11323 186
is_linear=0
shrinkage=0.1


Tree=2446
num_leaves=31
num_cat=0
split_feature=1 2 5 5 0 0 0 4 5 2 2 0 6 1 3 6 5 5 5 5 6 3 3 0 3 5 6 5 2 5
split_gain=1.31481e+12 9.01398e+12 3.39581e+13 9.99604e+12 9.13001e+12 8.67901e+12 8.41798e+12 1.41789e+13 4.14314e+13 4.03471e+13 2.14408e+13 2.55669e+13 4.00141e+13 2.70453e+13 2.59203e+13 2.10514e+13 2.10316e+13 3.17761e+13 2.46595e+13 3.02348e+13 2.41444e+13 2.25219e+13 4.27705e+13 3.76564e+13 5.11311e+13 4.83614e+13 3.42913e+13 1.9856e+13 1.95159e+13 4.10264e+13
threshold=28.619594500000002 10.500000000000002 128.92000000000004 39.025000000000013 59.609407350000005 60.693675950000006 54.725565150000001 1.5000000000000002 49.010000000000012 1.5000000000000002 8.5000000000000018 54.708501450000007 1.5000000000000002 20.507360500000004 8.5000000000000018 1.5000000000000002 101.05000000000001 107.05000000000001 109.05000000000001 110.05000000000001 1.5000000000000002 6.5000000000000009 8.5000000000000018 54.708501450000007 4.5000000000000009 104.75000000000001 1.5000000000000002 56.835000000000008 5.5000000000000009 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 8 -1 -10 11 12 13 14 -11 -12 28 21 20 -20 -19 23 -23 -18 25 -25 -24 -15 -9 -30
right_child=-2 2 -4 -5 5 -7 -8 16 9 10 15 -13 -14 27 -16 -17 17 18 19 -21 -22 22 26 24 -26 -27 -28 -29 29 -31
leaf_value=592.47648886399236 -5.1260351327471083 -22047.239685364864 -126633.57987432065 -1689.4765956249132 -43415.927800641744 22699.870312500003 2792.2652181443318 -7323.3383699864717 -92172.124944196432 -69207.654462594699 29755.972294921878 718.97114747908927 -67551.613961693554 103716.2609375 60378.828313577586 134409.8397302576 -52163.909062500003 -6739.1658754006412 67582.19539930555 867.76452042616154 -128451.33169642858 -85424.040762867662 78808.729802517366 -31074.003927951388 188478.61023848684 162870.38484375001 -14892.445352128623 46258.312273848685 -10788.952619895195 9570.5389699448697
leaf_weight=6023 4281218 279 23 1780 84 26 15590 6622 28 33 40 269 31 88 29 37 20 39 72 1202 28 34 90 36 38 20 69 190 1648 2478
leaf_count=6023 4281218 279 23 1780 84 26 15590 6622 28 33 40 269 31 88 29 37 20 39 72 1202 28 34 90 36 38 20 69 190 1648 2478
internal_value=0 593.993 -5797.8 -4448.01 975.697 -27788.6 1066.74 -336.985 3344.21 25590.8 30189.6 24191.5 41210.6 51127.2 -8594.62 80044.2 -2346.85 8172.3 1528.34 4638.12 -57604 37193.6 16377.1 72435.5 98946.1 38191.8 38146 64446.4 -3959.76 1438.58
internal_weight=0 36946 2082 2059 34864 110 34754 19164 6768 745 717 640 371 340 62 77 12396 1648 1341 1274 67 307 193 114 94 56 159 278 10748 4126
internal_count=4318164 36946 2082 2059 34864 110 34754 19164 6768 745 717 640 371 340 62 77 12396 1648 1341 1274 67 307 193 114 94 56 159 278 10748 4126
is_linear=0
shrinkage=0.1


Tree=2447
num_leaves=31
num_cat=0
split_feature=2 4 5 5 1 1 0 3 6 0 3 0 0 1 1 2 5 0 3 5 1 6 6 1 5 1 5 6 1 6
split_gain=1.18144e+12 5.08166e+12 4.59539e+13 4.05489e+13 3.22701e+13 4.04025e+13 2.67354e+13 2.64981e+13 3.18014e+13 1.54685e+13 2.47395e+13 2.54099e+13 2.136e+13 3.49133e+13 4.43525e+13 5.25675e+13 3.35815e+13 2.34962e+13 2.44529e+13 2.11321e+13 2.00794e+13 1.80121e+13 1.79075e+13 1.75265e+13 2.29873e+13 1.53116e+13 1.53533e+13 1.44054e+13 1.41689e+13 2.12181e+13
threshold=14.500000000000002 2.5000000000000004 68.00500000000001 67.990000000000023 82.911991800000024 38.969379750000009 43.642715500000008 23.500000000000004 1.5000000000000002 59.963407450000012 17.500000000000004 60.003414000000006 55.885524800000006 37.487839250000007 37.417247200000006 16.500000000000004 64.805000000000021 55.91302515000001 22.500000000000004 63.855000000000011 30.207352000000004 1.5000000000000002 1.5000000000000002 37.597123000000003 56.005000000000003 30.278357500000002 60.610000000000007 1.5000000000000002 37.214886200000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 7 -3 8 -5 12 11 -11 13 14 -8 27 -17 -14 20 21 -19 -12 -20 24 -15 -22 -27 -16 29 -28
right_child=1 2 -4 4 -6 -7 9 -9 -10 10 19 -13 17 23 15 16 -18 18 22 -21 25 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-15.243906037015378 -0.81911185498946004 90153.770102163471 101.84095032604003 232642.64382812503 145938.38046874999 778.4629609520756 19350.300457139623 23009.889854307432 71898.619079589844 169488.62194930366 -13285.133902591502 30763.897152217742 -74123.022826086948 55247.243056126652 74173.329221754815 229872.88626512099 66092.813430059527 77321.7197265625 -308.68837134497511 81487.280631510424 -73274.58193783967 46155.68743779431 -30013.931258275115 8509.038682907023 -28166.564162086219 -6756.380891470747 15794.353554687501 -31093.465790264425 12764.241111907961 115685.45106762036
leaf_weight=3980118 277941 39 54215 20 30 134 401 37 32 23 169 31 46 38 26 31 21 43 448 42 23 73 371 2805 253 321 50 26 320 37
leaf_count=3980118 277941 39 54215 20 30 134 401 37 32 23 169 31 46 38 26 31 21 43 448 42 23 73 371 2805 253 321 50 26 320 37
internal_value=0 179.48 1013.23 9402.19 48567 35467.7 7644.4 87696.3 133723 7069.57 27806.4 89850.4 5737.05 10062.4 34442.7 92635.4 163731 -3651.45 -1641.73 16009.3 10863.2 4645.36 -13764.9 6085.63 -17274 7057.95 9595.93 21539.9 22493 58276.8
internal_weight=0 338046 60105 5890 253 223 5637 89 52 5598 338 54 5260 3601 505 104 52 1659 1613 284 794 242 819 3096 291 751 728 52 407 87
internal_count=4318164 338046 60105 5890 253 223 5637 89 52 5598 338 54 5260 3601 505 104 52 1659 1613 284 794 242 819 3096 291 751 728 52 407 87
is_linear=0
shrinkage=0.1


Tree=2448
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 4 5 5 2 3 1 3 3 3 5 6 3 3 2 4 3 5 3 0 5 0 5 2 3
split_gain=1.15472e+12 9.05393e+12 4.02688e+13 4.34269e+13 2.93436e+13 8.96306e+13 5.07105e+13 6.15284e+13 8.25252e+13 1.16607e+14 6.60078e+13 6.08444e+13 1.3199e+14 9.27573e+13 8.49081e+13 7.71895e+13 6.96366e+13 6.30226e+13 1.12772e+14 5.57682e+13 5.2386e+13 5.22388e+13 4.37806e+13 4.32543e+13 9.31276e+13 8.99349e+13 4.8533e+13 7.2434e+13 6.18194e+13 4.59398e+13
threshold=30.305955500000003 30.332994000000003 59.755965500000009 30.315880100000005 59.950068600000009 59.939091550000008 1.5000000000000002 86.02500000000002 100.05000000000001 9.5000000000000018 24.500000000000004 30.323743050000001 9.5000000000000018 10.500000000000002 8.5000000000000018 76.00500000000001 1.5000000000000002 5.5000000000000009 6.5000000000000009 4.5000000000000009 3.5000000000000004 17.500000000000004 84.030000000000015 24.500000000000004 60.017447350000005 60.005000000000003 60.029906750000002 75.015000000000015 22.500000000000004 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 10 19 20 11 13 -13 14 17 -15 -16 -8 -19 -9 -10 -21 -17 26 25 29 28 -28 -6 -25
right_child=1 -3 4 -5 23 6 7 8 9 -11 -12 12 -14 15 16 22 -18 18 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-253.10803269204209 -11417.326722662134 -7.759834609935317 1340.6263369711173 -132548.59626358698 8950.9342219524024 -2498.1682321589542 -84106.419145477485 8377.6508796350281 -20632.116641865083 -190149.30182291669 31141.107587214188 238371.86250000002 -28326.081315104169 -18513.971093305299 -51653.193980189739 -118933.85499237804 -191184.89126815027 186947.93950892857 -54847.435486233619 62198.607283727142 161743.77260044645 235848.00554687504 40595.810312500005 -75856.318560298809 3779.6580192980205 -114651.66246434773 -8966.6896722339879 29825.21283581261 112424.80394665949 -7474.5350932276533
leaf_weight=173023 83 4082379 38986 46 12794 1950 161 67 63 36 157 25 72 1098 56 123 99 28 62 41 21 30 20 124 2081 126 3319 563 58 473
leaf_count=173023 83 4082379 38986 46 12794 1950 161 67 63 36 157 25 72 1098 56 123 99 28 62 41 21 30 20 124 2081 126 3319 563 58 473
internal_value=0 10.565 1202.51 -54611.4 1317.47 -139.942 -14187.5 -24745.3 21078.7 -39571.5 -30964.4 -36555.3 40410.5 -41088.2 -82578.9 -27514.3 -140773 -46642 20377.8 73818 24961.9 135572 -96622 4532.08 -6962.3 -37880.7 6458.11 -3340.76 9417.9 -21677.8
internal_weight=0 4.14514e+06 62762 129 62633 43095 4109 2159 258 120 1901 1744 97 1647 406 1241 155 251 90 138 84 71 143 19538 2804 723 16734 3882 12852 597
internal_count=4318164 4145141 62762 129 62633 43095 4109 2159 258 120 1901 1744 97 1647 406 1241 155 251 90 138 84 71 143 19538 2804 723 16734 3882 12852 597
is_linear=0
shrinkage=0.1


Tree=2449
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 0 5 5 0 5 0 2 4 5 0 5 6 3 3 5 1 0 3 5 2 5 5 4 5 5
split_gain=1.16576e+12 7.69656e+12 1.64863e+13 1.36812e+13 1.08952e+13 1.06818e+13 8.47822e+12 3.76823e+13 1.36026e+13 2.38874e+13 2.12153e+13 3.06653e+13 4.27904e+13 3.76367e+13 3.00911e+13 2.35703e+13 2.33889e+13 2.18317e+13 2.01263e+13 4.05755e+13 3.0541e+13 1.71681e+13 4.49304e+13 2.24032e+13 2.70943e+13 2.07191e+13 1.69544e+13 7.12106e+13 2.00187e+13 1.47241e+13
threshold=28.619594500000002 38.610000000000007 38.905000000000008 54.648549400000007 32.005000000000003 59.609407350000005 57.405000000000008 58.755000000000003 54.934662400000008 112.04500000000002 54.943649450000002 1.5000000000000002 2.5000000000000004 64.805000000000021 55.078308950000007 63.005000000000003 1.5000000000000002 8.5000000000000018 2.5000000000000004 64.805000000000021 20.507360500000004 54.736324100000012 4.5000000000000009 96.015000000000015 2.5000000000000004 99.555000000000021 128.92000000000004 3.5000000000000004 105.35000000000001 64.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -5 -8 18 10 -10 14 13 15 17 -13 -17 -12 19 20 -9 -20 23 -23 25 -25 28 -28 -24 -18
right_child=-2 2 3 5 -6 -7 7 8 9 -11 11 12 -14 -15 -16 16 29 -19 21 -21 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=4407.3032342958159 -4.8267609346803466 30011.420185596449 -34704.912035448309 3492.7592429810607 -5484.0063031901163 -38187.445674818846 -19906.172570088256 44696.276116071429 44222.393862452649 -41518.573614309214 -26188.369539388023 -2856.6375887713857 26056.470766498955 -27177.675738635226 -36861.727334526913 23823.424739998009 48808.053045654298 63027.474511718756 552.85605108199184 2366.2745609789827 206492.43312500001 6067.06521270752 -19051.03857544842 191753.24196428573 7535.5940208798365 55741.398307291667 176911.06590909092 -37108.553997917894 -65870.968324566828 170150.79328125002
leaf_weight=1522 4281218 197 107 10611 4150 69 908 28 165 95 48 316 1038 389 270 157 20 64 15183 113 20 240 953 21 42 24 22 53 101 20
leaf_count=1522 4281218 197 107 10611 4150 69 908 28 165 95 48 316 1038 389 270 157 20 64 15183 113 20 240 953 21 42 24 22 53 101 20
internal_value=0 559.314 1173.98 991.179 -2829.81 1114.51 1202.27 4.41427 937.177 7694.71 9574.59 7112.54 12212 -3719.91 -18785.2 14067.8 41215.5 24792.1 -101.391 35085.3 112111 -441.86 -10814.6 21826.3 65300.1 119214 -20268.7 25670.5 -23537.6 109479
internal_weight=0 36946 31274 31077 5672 30970 30901 20290 19382 2582 2487 2322 1940 902 382 513 197 112 16800 161 48 16639 1456 327 87 45 1129 75 1054 40
internal_count=4318164 36946 31274 31077 5672 30970 30901 20290 19382 2582 2487 2322 1940 902 382 513 197 112 16800 161 48 16639 1456 327 87 45 1129 75 1054 40
is_linear=0
shrinkage=0.1


Tree=2450
num_leaves=31
num_cat=0
split_feature=2 3 3 5 3 1 1 1 5 1 5 1 5 5 4 0 0 0 5 2 1 1 5 0 3 3 3 5 4 0
split_gain=1.07102e+12 9.71585e+12 1.75279e+13 1.94334e+13 1.18894e+13 1.40664e+13 2.73593e+13 1.39169e+13 7.11041e+13 1.2919e+13 1.28733e+13 1.18347e+13 1.18162e+13 1.3001e+13 1.17217e+13 9.67978e+12 2.70739e+13 1.25332e+13 9.47793e+12 1.92112e+13 9.16384e+12 1.65227e+13 3.3958e+13 2.32973e+13 1.50674e+13 1.11412e+13 9.1615e+12 1.37694e+13 2.21466e+13 2.37787e+13
threshold=5.5000000000000009 32.500000000000007 29.500000000000004 128.92000000000004 31.500000000000004 37.692869000000009 37.475443250000005 37.620907050000007 48.510000000000012 37.726745000000001 42.205000000000005 38.058342000000003 66.990000000000023 68.00500000000001 2.5000000000000004 55.762622900000004 55.751981950000008 56.791364150000007 87.395000000000024 3.5000000000000004 37.620907050000007 37.559851850000008 57.705000000000005 55.842510000000011 37.500000000000007 35.500000000000007 7.5000000000000009 69.015000000000015 1.0000000180025095e-35 59.846652800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 14 -8 -9 -7 -6 12 20 -14 -4 16 -12 -17 -13 -20 21 24 -23 -24 -3 -22 27 -2 -29 -30
right_child=26 11 3 -5 10 9 7 8 -10 -11 15 18 13 -15 -16 17 -18 -19 19 -21 25 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-41.781854681831533 -374.77439409487755 9869.466410707153 -8164.9785630580363 79837.068277994797 20296.868782397811 40631.385797717528 -38814.136753551138 25644.600037730823 -231608.44226190477 -11582.176722142516 -11752.54916294643 -13699.932333499642 81784.211897321438 18521.353039334728 66171.845890625002 28000.987738955337 -122075.25931490386 -13854.234776141828 -9373.5564615885432 103474.66228693182 8849.9583135325429 -2056.111180774878 -161009.04134837966 -27040.471828124999 -50729.454385653415 46655.165078563907 84.882702590902781 -67009.468157327588 -2510.7815602815981 -18185.874559802545
leaf_weight=2475680 19186 608 140 24 211 51 275 22 21 669 154 413 35 452 25 113 26 195 48 22 628 141 27 25 44 89 1811470 58 6164 1148
leaf_count=2475680 19186 608 140 24 211 51 275 22 21 669 154 413 35 452 25 113 26 195 48 22 628 141 27 25 44 89 1811470 58 6164 1148
internal_value=0 -42.8733 -49.2006 -9585.23 -10713.6 -16740.3 -29942.6 -47086.4 -99990.6 -7883.72 -341.451 6148.5 9467.82 23068 3098.18 -9264.99 -27688.1 1501.74 -7932.84 26093 5227.56 -1827.96 -27529.4 -96601.1 5779.97 13542.7 57.851 -1786.07 -5460.03 -4971.81
internal_weight=0 2.48014e+06 2.47761e+06 1926 1902 1203 483 318 43 720 699 2532 2049 487 165 488 180 308 483 70 1562 845 193 52 652 717 1.83803e+06 26556 7370 7312
internal_count=4318164 2480138 2477606 1926 1902 1203 483 318 43 720 699 2532 2049 487 165 488 180 308 483 70 1562 845 193 52 652 717 1838026 26556 7370 7312
is_linear=0
shrinkage=0.1


Tree=2451
num_leaves=31
num_cat=0
split_feature=2 6 3 3 1 5 1 0 0 5 1 1 0 0 5 1 0 5 0 5 5 1 0 1 1 5 0 0 5 5
split_gain=1.05859e+12 3.16766e+13 3.04228e+13 2.7569e+13 2.74293e+13 3.1731e+13 2.68021e+13 3.30007e+13 2.70033e+13 2.52324e+13 2.29225e+13 3.94575e+13 3.32664e+13 2.18553e+13 2.18267e+13 2.00287e+13 3.57079e+13 1.94781e+13 1.97162e+13 1.92974e+13 3.7974e+13 1.89549e+13 1.91398e+13 2.35047e+13 3.53211e+13 2.51397e+13 2.0653e+13 2.03192e+13 1.83071e+13 1.82748e+13
threshold=1.5000000000000002 1.5000000000000002 13.500000000000002 9.5000000000000018 39.047276750000002 58.755000000000003 83.006817700000013 55.017213950000006 55.020029900000004 66.040000000000006 37.642309100000013 37.615058950000012 55.751981950000008 59.882016200000002 87.00500000000001 37.869926150000005 45.133160800000006 67.990000000000023 55.02863030000001 57.705000000000005 58.755000000000003 30.243224600000001 59.963407450000012 37.516458750000005 37.328003200000005 60.005000000000003 55.601678500000013 55.860536450000005 109.05000000000001 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 10 -5 28 14 19 11 13 -13 -4 -9 -12 -17 -11 -19 -10 -21 -7 23 24 -23 26 -25 -26 -8 -6
right_child=-2 3 4 6 29 21 7 8 9 17 15 12 -14 -15 -16 16 -18 18 -20 20 -22 22 -24 25 27 -27 -28 -29 -30 -31
leaf_value=1032.1279023961354 -18.736074069790533 164.53567383534212 -6122.1165761031598 -1046.838026558094 2445.3299131226663 -11973.857445126489 2548.071784818992 -15818.637883212863 -5873.7035629048141 44160.833675741298 33087.18747348294 24312.226784667972 -135022.26733655427 11292.937397264684 -51709.106082887709 24505.96912035393 -18480.093615068021 29787.025276453358 -6769.6545478634716 -41563.582776617957 -5473.4801688093148 28602.771927148933 53693.938644903275 43661.865076013521 -6787.8302265072889 28296.76541003145 156372.31212284483 -84666.934477796065 -91071.381026785719 -93264.318164062512
leaf_weight=86538 3777275 350921 1343 75105 7960 147 3900 1805 6292 139 505 20 38 1555 187 495 317 204 533 479 745 397 210 37 283 626 29 38 21 20
leaf_count=86538 3777275 350921 1343 75105 7960 147 3900 1805 6292 139 505 20 38 1555 187 495 317 204 533 479 745 397 210 37 283 626 29 38 21 20
internal_value=0 130.843 1732.23 -234.865 6053.59 11137.7 -1802.45 -5769.63 -8721.07 -6236.58 6476.76 1587.93 -80079.3 3222.4 -19187.9 17449.7 7724.46 9824.98 3349.16 -8108.57 -19597 22409 25528.9 21334.1 8658.78 34485.6 93186.2 -16007.2 2046.67 2205.46
internal_weight=0 540889 100558 440331 14020 6040 89410 14305 10384 8392 4273 2956 58 2898 1992 1317 812 876 737 7516 1224 1767 1620 1410 718 692 66 321 3921 7980
internal_count=4318164 540889 100558 440331 14020 6040 89410 14305 10384 8392 4273 2956 58 2898 1992 1317 812 876 737 7516 1224 1767 1620 1410 718 692 66 321 3921 7980
is_linear=0
shrinkage=0.1


Tree=2452
num_leaves=31
num_cat=0
split_feature=4 5 2 2 0 5 5 1 5 1 1 0 1 5 1 1 5 5 5 6 1 5 5 0 0 5 0 3 3 2
split_gain=1.08492e+12 8.59384e+12 1.10543e+13 1.31452e+13 1.87081e+13 2.78582e+13 1.85546e+13 1.88889e+13 1.82675e+13 1.82013e+13 1.80417e+13 1.60323e+13 3.70732e+13 1.5158e+13 2.38247e+13 2.67937e+13 2.27623e+13 1.74591e+13 1.83759e+13 1.99311e+13 1.72875e+13 1.47157e+13 2.90604e+13 1.33097e+13 1.17937e+13 1.16625e+13 1.39453e+13 1.35098e+13 6.4676e+13 3.42611e+13
threshold=-1.0000000180025095e-35 42.895000000000003 2.5000000000000004 4.5000000000000009 54.947737500000009 99.555000000000021 46.010000000000012 82.973038550000012 57.995000000000012 30.305955500000003 30.362552800000003 59.904813200000007 61.396377350000009 63.005000000000003 39.488326500000007 38.058342000000003 59.005000000000003 53.385000000000012 50.005000000000003 1.5000000000000002 38.969379750000009 118.33500000000002 92.035000000000011 44.580511600000001 43.592450450000008 48.010000000000012 54.942865800000007 20.500000000000004 18.500000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 9 24 13 -9 -6 -11 12 -7 16 15 -15 17 18 20 -20 -8 22 -16 -21 -4 -5 27 28 -27 -30
right_child=-2 2 3 25 5 11 7 8 -10 10 -12 -13 -14 14 21 -17 -18 -19 19 23 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-59.025821566459108 -12.273882947108657 -1140.1127246033241 -69350.043554687509 7635.3535382842601 -74558.17176724138 46035.99058689025 102011.87716619318 51588.303958333338 -7743.7891342163093 86422.040002893526 4322.9253387853305 -125891.6665625 -75762.752059936523 33937.448174579324 28587.026897063079 183884.95941051136 -22076.776372001543 36843.358021931483 39529.195214843756 -138736.91473214288 3827.3672851562501 -44114.494951923079 151235.91013671874 -30746.863519531253 -3323.933573939732 -7182.0779586887311 1675.3128000697554 -30439.279579519116 -5146.8775135869573 146060.9454896439
leaf_weight=203953 4073891 11146 32 2797 29 41 22 60 384 27 3102 20 64 26 567 22 142 332 20 21 97 26 20 25 175 2081 18762 214 23 43
leaf_count=203953 4073891 11146 32 2797 29 41 22 60 384 27 3102 20 64 26 567 22 142 332 20 21 97 26 20 25 175 2081 18762 214 23 43
internal_value=0 204.699 1538.71 2562.17 7091.36 2467.79 14792.6 18116.3 274.061 4300.48 5031.35 -43833.4 -28203.2 24117.8 34817.6 102663 13385.5 23125.6 -1492.15 -43811.6 21979.1 29505 32765.9 -80046.7 -13530.9 1567.33 763.838 -6479.32 -4091.13 93367.3
internal_weight=0 244273 40320 29174 5254 3283 1971 1764 444 3158 3129 125 105 1320 661 48 659 517 185 66 119 613 587 46 207 23920 21123 2361 2147 66
internal_count=4318164 244273 40320 29174 5254 3283 1971 1764 444 3158 3129 125 105 1320 661 48 659 517 185 66 119 613 587 46 207 23920 21123 2361 2147 66
is_linear=0
shrinkage=0.1


Tree=2453
num_leaves=31
num_cat=0
split_feature=5 5 0 1 5 0 3 0 1 1 1 5 3 3 3 1 3 0 1 0 0 6 2 1 1 5 3 0 0 1
split_gain=1.05223e+12 8.87755e+12 1.47643e+13 3.05371e+13 3.92979e+13 1.98077e+13 2.06704e+13 3.09794e+13 3.29007e+13 2.22249e+13 4.26343e+13 2.55674e+13 3.78079e+13 2.5436e+13 3.03718e+13 4.46812e+13 2.14394e+13 5.08925e+13 6.05126e+13 2.61474e+13 2.38139e+13 2.02087e+13 1.96473e+13 1.94678e+13 2.28792e+13 2.73195e+13 2.02241e+13 2.40395e+13 1.85715e+13 3.48883e+13
threshold=42.005000000000003 40.405000000000008 57.178027650000011 37.971176850000006 41.005000000000003 55.975961550000008 23.500000000000004 55.56564190000001 37.275078000000001 37.869926150000005 37.712318250000003 41.505000000000003 26.500000000000004 24.500000000000004 32.500000000000007 37.436176200000013 20.500000000000004 55.628356700000005 37.487839250000007 55.68356880000001 55.793358600000012 1.5000000000000002 18.500000000000004 37.712318250000003 37.542000650000013 41.505000000000003 22.500000000000004 55.784980300000008 55.657530000000008 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 16 -8 21 10 13 12 -12 -10 15 28 -6 22 19 -19 -21 -9 -18 24 25 -20 27 -26 29 -15
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 11 -13 -14 14 -16 -17 17 18 23 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-30.372442138940649 -37.889205168335401 -795.93836525106235 -1634.5806941223593 381.95725957710619 7974.8891772149764 -3079.8628121322163 32915.143927237528 56745.597730152032 -20412.93333305747 16303.312822933696 -46647.905582004125 5966.5949865064185 -1782.3345289866131 101235.39721235796 -8857.9879044950194 39291.848256999983 -7933.9408016596999 55821.359565972227 9748.2205403995522 -76083.216687729786 -1061.2784894670758 -21133.406740552327 -94346.854557291663 17546.345481089182 153086.53739366319 79634.961873183143 14127.502361924915 72115.922756988832 -11846.094690719307 -27804.188178710938
leaf_weight=1378080 2717292 12231 25101 164517 13611 2018 285 148 413 497 540 241 288 44 690 506 214 45 160 68 112 43 30 168 45 86 45 198 408 40
leaf_count=1378080 2717292 12231 25101 164517 13611 2018 285 148 413 497 540 241 288 44 690 506 214 45 160 68 112 43 30 168 45 86 45 198 408 40
internal_value=0 64.3125 649.986 940.06 3707.81 6338.06 7342.31 1099.7 -1250.59 -3358.16 -6440.73 -22699 -31042.5 1831.56 7274.08 18427.5 9091.94 22075.9 32771.4 -12358 -29402.9 39212.6 -18558.5 47236 56576.6 34180.2 75706.9 87110.5 -3030.52 39788
internal_weight=0 1.60087e+06 222792 197691 33174 20943 18925 4143 3858 3667 3170 1069 828 2101 1688 998 14782 1171 927 225 180 191 244 702 534 246 288 243 492 84
internal_count=4318164 1600872 222792 197691 33174 20943 18925 4143 3858 3667 3170 1069 828 2101 1688 998 14782 1171 927 225 180 191 244 702 534 246 288 243 492 84
is_linear=0
shrinkage=0.1


Tree=2454
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 0 4 5 6 2 1 1 2 6 3 3 0 1 1 1 0 5 0 1 0 1 3 1 0 2
split_gain=1.06903e+12 1.21653e+13 1.40106e+13 1.38727e+13 1.22886e+13 1.73272e+13 2.01074e+13 1.04815e+13 1.07238e+13 1.01817e+13 1.38596e+13 4.35462e+13 1.69766e+13 8.65256e+12 8.11656e+12 1.21066e+13 8.11492e+12 3.12618e+13 1.05054e+13 1.17635e+13 8.01704e+12 7.96936e+12 7.7097e+12 7.63637e+12 7.20882e+12 1.20383e+13 1.83617e+13 1.41332e+13 1.75613e+13 2.34135e+13
threshold=33.57500000000001 33.005000000000003 37.971176850000006 37.475443250000005 55.708120100000009 55.899899800000007 1.5000000000000002 33.395000000000003 1.5000000000000002 13.500000000000002 37.582182450000005 37.66934650000001 7.5000000000000009 1.5000000000000002 14.500000000000002 19.500000000000004 44.039893800000009 39.718803500000007 39.726951800000002 39.767857750000005 55.010031850000011 33.395000000000003 55.834684950000003 37.889331900000009 47.208883950000008 37.971176850000006 8.5000000000000018 42.09605220000001 45.005863250000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 -3 21 6 7 8 -6 10 -9 12 -12 -7 -13 -16 17 -4 -19 -20 -18 -5 -11 -15 25 26 -1 28 29 -27
right_child=-2 2 16 4 5 13 -8 9 -10 22 11 14 -14 23 15 -17 20 18 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=1807.5327931455531 -20.16022034350728 1839.2928152434397 92323.564514399506 -8502.9282475380151 -57125.915566359297 16101.226040274065 -125033.74082031251 37538.690402703534 -20445.139163948726 75935.159035326084 -59855.39842403018 -22017.069153225806 -179614.87578125001 -23651.696627197267 88470.172904829553 -5689.1562934027788 1051.9100533015753 -59575.624384341034 58762.613883860518 -3768.574882466814 6367.2982637076857 9645.7336893491902 -6868.5452059659092 24719.796310499238 -98.057954598567107 216.89274453475574 -7410.463225308793 -3294.6965904042117 676.41190860796405 7065.5060724951054
leaf_weight=4505 3709212 4953 51 522 130 187 20 38 206 23 29 62 20 160 22 36 4650 23 41 113 7280 451 22 41 507871 8611 4153 6065 46790 11877
leaf_count=4505 3709212 4953 51 522 130 187 20 38 206 23 29 62 20 160 22 36 4650 23 41 113 7280 451 22 41 507871 8611 4153 6065 46790 11877
internal_value=0 122.799 2607.99 -983.331 -8083.61 -15891.9 -26428.5 -23074.5 -34637.1 -7657.77 -17029.7 -29299.6 -108737 618.993 3137.3 30026.5 4652.66 23340.7 3464.29 12879.3 4295.5 -90.753 35453.3 -13784.9 42.4128 912.415 -2614.08 1328.71 1745.5 4187.07
internal_weight=0 608952 19080 6922 1969 996 608 588 336 252 207 169 49 388 120 58 12158 228 177 154 11930 973 45 201 589872 82001 8658 73343 67278 20488
internal_count=4318164 608952 19080 6922 1969 996 608 588 336 252 207 169 49 388 120 58 12158 228 177 154 11930 973 45 201 589872 82001 8658 73343 67278 20488
is_linear=0
shrinkage=0.1


Tree=2455
num_leaves=31
num_cat=0
split_feature=5 5 4 0 1 3 5 1 0 0 4 3 4 1 1 0 2 1 1 3 1 5 1 3 0 1 1 3 0 0
split_gain=1.1006e+12 2.89631e+13 1.62534e+13 4.18824e+13 2.59886e+13 1.6117e+13 1.59506e+13 4.51145e+13 4.4237e+13 6.35865e+13 6.34212e+13 7.06487e+13 3.28566e+13 3.20404e+13 4.09074e+13 6.40455e+13 4.04024e+13 3.08401e+13 5.25622e+13 6.03783e+13 2.96327e+13 7.32307e+13 5.57876e+13 5.97731e+13 6.03841e+13 8.04048e+13 6.80162e+13 5.68154e+13 6.85758e+13 5.41471e+13
threshold=71.00500000000001 70.00500000000001 1.5000000000000002 55.043101600000007 38.969379750000009 10.500000000000002 73.995000000000019 60.528664650000003 55.030402950000003 55.110554300000004 3.5000000000000004 12.500000000000002 1.5000000000000002 82.784560750000011 82.907204800000002 55.055104550000003 3.5000000000000004 46.037218400000008 43.808567100000012 16.500000000000004 37.615058950000012 72.705000000000013 37.39371280000001 4.5000000000000009 55.695992150000002 37.436176200000013 37.436176200000013 25.500000000000004 55.769960200000007 55.628356700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 17 -9 10 11 13 -11 -10 15 -15 -17 18 20 -20 21 -2 -23 -24 25 -25 -26 28 -28 -27
right_child=6 2 -4 -5 5 -7 -8 8 9 12 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 23 24 26 29 27 -29 -30 -31
leaf_value=2.5627110287763912 2591.5081777568394 135847.27419354839 -3628.9879646406293 -12752.802806379608 85886.95658735797 13688.127121558557 -58.580824405806119 608.43047518711637 -11233.82756844759 -22568.691702111413 -6031.4936125096101 12845.961498709086 6059.9738963810378 34183.789995492793 42537.463600488387 98089.628805443557 262299.43693426729 -4917.1241774546579 9410.4750922037765 57696.519728122505 2899.3976218447542 -4854.7547400483627 68201.49510569853 -66789.273754528986 11281.035413091582 -11686.194572727654 -135328.52918569712 687.04513154871324 -54015.393756805483 46501.932568359378
leaf_weight=3633634 11255 31 25989 217 44 104 582327 11069 96 422 719 1563 8012 65 1083 31 29 10724 1500 313 21282 5565 68 207 173 651 130 136 513 212
leaf_count=3633634 11255 31 25989 217 44 104 582327 11069 96 422 719 1563 8012 65 1083 31 29 10724 1500 313 21282 5565 68 207 173 651 130 136 513 212
internal_value=0 -21.4084 -3322.62 16784.1 52591.4 35152.6 119.055 1483.4 5169.73 9370.15 20524.4 27184.3 4627.52 44370.4 48789.3 102955 177458 -130.77 1091.2 17746.7 339.898 -2540.66 -10086.4 -24016.5 -27117.8 -10817.5 -45438.6 -58034.9 -70455.1 2607.99
internal_weight=0 3.66002e+06 26385 396 179 148 658145 75818 23089 12020 3586 2867 8434 1304 1208 125 60 52729 42005 1813 40192 18910 7655 2090 2022 1070 952 779 643 863
internal_count=4318164 3660019 26385 396 179 148 658145 75818 23089 12020 3586 2867 8434 1304 1208 125 60 52729 42005 1813 40192 18910 7655 2090 2022 1070 952 779 643 863
is_linear=0
shrinkage=0.1


Tree=2456
num_leaves=31
num_cat=0
split_feature=1 5 3 2 2 5 0 2 3 3 0 5 1 0 3 5 0 2 4 2 3 3 6 0 5 5 4 3 2 4
split_gain=1.02757e+12 7.41374e+12 1.08069e+13 2.68682e+13 1.53103e+13 1.50952e+13 3.36474e+13 1.4577e+13 1.29003e+13 1.94726e+13 1.25372e+13 9.69845e+12 3.49864e+13 3.30996e+13 6.84487e+13 1.76493e+13 4.02819e+13 3.06645e+13 1.76283e+13 1.20225e+13 1.16487e+13 1.36502e+13 2.01942e+13 1.07346e+13 1.06337e+13 3.07694e+13 2.95256e+13 4.8985e+13 3.36251e+13 7.66343e+13
threshold=28.619594500000002 161.85000000000002 12.500000000000002 6.5000000000000009 3.5000000000000004 177.02500000000003 54.920670650000005 8.5000000000000018 5.5000000000000009 4.5000000000000009 54.725565150000001 132.05000000000004 20.507360500000004 54.725565150000001 6.5000000000000009 125.85000000000001 54.725565150000001 5.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 4.5000000000000009 1.5000000000000002 54.736324100000012 118.33500000000002 114.05000000000001 2.5000000000000004 5.5000000000000009 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -4 10 8 -6 9 -7 -3 15 20 14 -14 24 -17 18 -18 -15 -13 22 -22 -20 25 -1 27 -26 29 -28
right_child=-2 2 4 -5 7 6 -8 -9 -10 -11 -12 12 13 19 -16 16 17 -19 23 -21 21 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=713.93975441183602 -4.5316560113130846 -21724.385656020222 90759.792243303571 -105879.99825334823 -75933.469047619059 -1806.8578125000001 126227.50892857143 25710.022783430235 54327.746195652173 -111086.69886363635 -108571.53203125001 67932.617812500001 233507.32750000001 -30572.592187500002 38802.255156250001 -101046.85731026786 -84660.1640625 80266.372142857144 -50252.5947737069 58643.806300951088 3913.7193847656254 1598.8909351444725 -109333.6202857233 24936.06603804155 55265.747321428571 -34080.467519426347 117086.11399227528 -119048.36085526318 6396.8704597914511 -72597.743917410713
leaf_weight=35276 4281218 68 21 35 21 63 21 43 23 22 22 20 25 44 65 56 36 35 29 23 32 199 31 55 28 256 89 38 242 28
leaf_count=35276 4281218 68 21 35 21 63 21 43 23 22 22 20 25 44 65 56 36 35 29 23 32 199 31 55 28 256 89 38 242 28
internal_value=0 525.118 -14195.2 -24523.8 16669.2 -11521.7 10407.6 -7641.75 -12113 -30091.1 -42953.7 661.436 15435.5 53270.3 92887 482.111 -28355 -2092.16 -26113.4 53.9327 -5628.62 -11244 -51811.2 -1021.92 651.331 463.254 16375.5 -45096.9 27676.8 71691.7
internal_weight=0 36946 339 254 85 219 129 64 108 85 90 36607 439 157 90 36168 211 155 120 67 282 262 63 84 35957 35532 425 66 359 117
internal_count=4318164 36946 339 254 85 219 129 64 108 85 90 36607 439 157 90 36168 211 155 120 67 282 262 63 84 35957 35532 425 66 359 117
is_linear=0
shrinkage=0.1


Tree=2457
num_leaves=31
num_cat=0
split_feature=5 5 1 4 3 1 1 1 1 0 2 0 3 0 0 1 0 1 3 1 3 4 0 0 1 1 2 1 0 0
split_gain=9.87066e+11 4.81421e+12 6.34308e+12 1.05999e+13 2.18494e+13 4.16809e+12 5.80792e+12 4.3101e+12 4.66144e+12 4.6061e+12 4.62485e+12 4.68226e+12 4.53943e+12 4.39525e+12 7.50214e+12 6.96944e+12 1.78612e+13 1.56425e+13 1.2828e+13 1.1948e+13 7.75033e+12 6.41003e+12 6.12252e+12 1.70882e+13 2.11106e+13 1.95331e+13 1.59649e+13 1.25158e+13 9.6505e+12 5.75938e+12
threshold=18.050000000000004 20.010000000000002 113.46563545000002 2.5000000000000004 6.5000000000000009 65.659480050000013 82.837870700000011 48.712293450000011 40.247294600000011 45.070824200000011 4.5000000000000009 43.592450450000008 16.500000000000004 55.535913550000011 55.576287050000012 37.66934650000001 55.993277250000013 37.417247200000006 26.500000000000004 37.914142000000005 16.500000000000004 1.0000000180025095e-35 55.784980300000008 55.74310830000001 37.582182450000005 37.615058950000012 1.5000000000000002 37.597123000000003 55.812836050000008 55.551692500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 8 9 10 -2 -12 -9 -11 21 17 20 18 -16 -18 -17 -15 23 -19 26 27 -25 -26 -24 -23
right_child=1 -3 -4 4 -6 6 -8 12 -10 13 11 -13 -14 14 15 16 19 22 -20 -21 -22 29 28 24 25 -27 -28 -29 -30 -31
leaf_value=552.84979444958458 -9766.3968431731191 3.5584746913075396 52205.155486505682 -126856.58015625 20958.9103125 7805.2108802989505 -594.55103629357257 -7078.4063244320105 4912.6026816223712 2677.2696165402031 33153.595627285569 -1326.9798213252316 3867.9534782150167 -5242.2046085947568 -3794.2090047353799 -13737.51649657543 80186.837563189343 4316.3215866765668 -53541.826057635612 13551.184415122334 -3290.2265650861477 -46055.610392795141 -22230.64717039399 15547.314428710939 51005.882246767243 30716.003639160157 -75274.202962239593 142401.38226121472 4605.9485506201991 -13147.233595440206
leaf_weight=32055 1240 4263643 22 20 20 1022 4231 2688 1070 2267 47 243 441 388 2356 1017 34 930 53 129 2353 90 151 100 29 150 24 31 1190 130
leaf_count=32055 1240 4263643 22 20 20 1022 4231 2688 1070 2267 47 243 441 388 2356 1017 34 930 53 129 2353 90 151 100 29 150 24 31 1190 130
internal_value=0 -4.13466 -1464.15 -1516.76 -52948.8 -1424.93 1039.67 -2179.79 -1430.94 -1955 -7107.56 4261.25 -5535.63 -1264.8 -2240.95 -1477.45 -4879.28 919.57 -4888.7 27450.6 -6443.01 -12973.9 6290.82 11284.3 30686.1 50004.8 -2031.04 98226.9 1584.08 -26609.8
internal_weight=0 4.28611e+06 22466 22444 40 22404 5253 17151 14022 12952 1530 290 3129 11422 9155 8547 3533 5014 2409 163 3370 608 2605 1264 334 210 124 60 1341 220
internal_count=4318164 4286109 22466 22444 40 22404 5253 17151 14022 12952 1530 290 3129 11422 9155 8547 3533 5014 2409 163 3370 608 2605 1264 334 210 124 60 1341 220
is_linear=0
shrinkage=0.1


Tree=2458
num_leaves=31
num_cat=0
split_feature=3 0 5 5 0 3 3 1 6 2 3 1 3 3 3 5 5 1 0 0 6 0 0 0 1 0 3 0 3 3
split_gain=9.73566e+11 6.92353e+12 1.32097e+13 2.18353e+13 1.02215e+13 1.368e+13 1.71203e+13 2.95274e+13 1.93604e+13 1.59848e+13 1.74912e+13 1.00171e+13 9.75949e+12 1.60677e+13 9.0562e+12 8.97086e+12 2.70297e+13 7.71938e+12 3.99634e+13 1.45326e+14 1.11273e+14 1.05766e+14 2.34388e+14 1.61365e+14 1.40012e+14 1.28256e+14 1.33491e+14 8.75042e+13 2.81584e+14 1.87418e+14
threshold=10.500000000000002 61.674413550000004 99.555000000000021 109.05000000000001 60.693675950000006 12.500000000000002 13.500000000000002 65.659480050000013 1.5000000000000002 19.500000000000004 15.500000000000002 65.659480050000013 18.500000000000004 15.500000000000002 15.500000000000002 81.00500000000001 93.00500000000001 37.314272700000011 55.619594000000006 55.193434200000006 1.5000000000000002 55.674875350000008 55.701368300000006 55.734663800000007 36.761894450000007 55.68356880000001 17.500000000000004 55.645049100000001 13.500000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 17 15 7 -7 12 10 -10 -12 13 -8 -5 -6 -17 18 19 -2 -21 24 25 -24 -20 -23 -27 28 29 -26
right_child=1 2 3 14 5 6 8 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 21 20 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=36.967846550611497 998.83088447734826 -4777.308551776995 82166.102343750012 -59683.591414741852 -1221.5110103910263 17144.418522306743 7310.8443434495193 125738.57356387869 14069.188387604498 78997.872437500002 18334.790125987296 -17520.470576032236 4684.7080203262403 49035.445604604538 30060.141264204547 -86244.421178002449 16711.23453584559 -165.63116107556988 33439.709102490924 57346.175908043471 13893.522793366295 9939.7910853475696 -40482.735107022469 209.17940662368403 -4887.1643826633035 25131.909331508821 88681.517455561931 -22637.297100205029 28606.8763029521 -104455.66226125145
leaf_weight=2688514 20685 4375 46 23 365 95 156 34 414 25 91 542 199 226 22 51 51 1312279 639 734 2990 1859 978 274209 450 840 545 5024 1377 326
leaf_count=2688514 20685 4375 46 23 365 95 156 34 414 25 91 542 199 226 22 51 51 1312279 639 734 2990 1859 978 274209 450 840 545 5024 1377 326
internal_value=0 -60.9877 -3992.94 33716.9 -50.1827 6686.75 10679.3 45766.1 7941.15 -26.1552 -1913.07 -12365.9 22641.6 31996.1 -15808.9 -8548.27 -34766.6 -59.5185 388.725 4272.79 22458 57.5208 379.581 64.5625 -11415.3 27102.4 50138.8 -15408.9 1458.38 -46716.2
internal_weight=0 1.62965e+06 4466 91 1.62518e+06 2249 1782 129 1653 1072 1047 633 581 382 45 467 102 1.62294e+06 310656 24409 3724 286247 278431 275187 7816 3244 1385 7177 2153 776
internal_count=4318164 1629650 4466 91 1625184 2249 1782 129 1653 1072 1047 633 581 382 45 467 102 1622935 310656 24409 3724 286247 278431 275187 7816 3244 1385 7177 2153 776
is_linear=0
shrinkage=0.1


Tree=2459
num_leaves=31
num_cat=0
split_feature=1 3 5 1 5 1 0 1 6 0 0 0 6 0 0 4 6 4 0 5 5 1 0 3 0 3 3 5 5 1
split_gain=1.09709e+12 9.13442e+12 1.6672e+13 2.04403e+13 2.38066e+13 2.59955e+13 1.79483e+13 2.45272e+13 4.57804e+13 2.89883e+13 2.46104e+13 1.83738e+13 1.98393e+13 1.69373e+13 2.55904e+13 1.72719e+13 1.57071e+13 1.53867e+13 4.38969e+13 4.38663e+13 6.00938e+13 5.40714e+13 3.10051e+13 2.10414e+13 2.02088e+13 4.86915e+13 7.36955e+13 1.20576e+14 1.14928e+14 8.7028e+13
threshold=30.305955500000003 11.500000000000002 39.805000000000007 30.102666750000001 32.615000000000009 30.278357500000002 59.904813200000007 30.243224600000001 1.5000000000000002 60.063729500000008 59.990816400000007 59.863160500000006 1.5000000000000002 59.990816400000007 59.963407450000012 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 54.725565150000001 87.00500000000001 101.05000000000001 30.259484550000003 59.990816400000007 9.5000000000000018 59.950068600000009 7.5000000000000009 8.5000000000000018 57.005000000000003 60.310000000000009 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 11 8 10 -9 -8 16 -13 14 -5 -16 -6 18 -4 24 21 -21 23 -22 -20 -26 27 -27 -28 -30
right_child=-2 -3 17 4 6 -7 7 9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 20 22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-332.98610812902581 10.298033078853898 -972.10451621135871 6345.7058359156363 3913.850508682689 16934.473498639491 -11489.467202068392 -85647.935645988808 26734.935918396452 14453.285820111196 -33854.398543392323 -13967.387897600447 -97233.546129014765 -4174.4675037202387 20176.49276486579 -4344.3309358016304 -89250.913894531259 -686.72283255417778 417.38906406866249 -12884.995986436965 31982.280580357143 -95588.637812500005 230319.58365885416 77121.905947580643 27538.29964334239 13161.195563994497 -14414.778421035642 -8072.2125279017855 -106477.51047442037 -96962.68288043479 113591.03942397388
leaf_weight=9205 4145141 86654 3171 2891 819 1220 67 1624 1043 83 168 36 63 638 46 50 1323 55807 4549 28 35 27 31 23 1235 605 1239 186 23 134
leaf_count=9205 4145141 86654 3171 2891 819 1220 67 1624 1043 83 168 36 63 638 46 50 1323 55807 4549 28 35 27 31 23 1235 605 1239 186 23 134
internal_value=0 -246.712 481.075 3073.13 6186.36 1136.84 10867.8 15945.5 5469.36 23788.9 -34404 4104.15 -38014.1 5386.25 2227.17 -48566.5 6050.79 -263.631 -3631.14 -7529.67 47171.5 129348 -3611.71 -46762.4 -8517.87 -2712.48 -11676.3 -36062.9 2141.54 82745.6
internal_weight=0 173023 86369 19276 10071 4845 5226 2985 1278 1707 235 2241 99 3625 2987 96 2142 67093 11286 8115 144 55 89 58 7971 3422 2187 791 1396 157
internal_count=4318164 173023 86369 19276 10071 4845 5226 2985 1278 1707 235 2241 99 3625 2987 96 2142 67093 11286 8115 144 55 89 58 7971 3422 2187 791 1396 157
is_linear=0
shrinkage=0.1


Tree=2460
num_leaves=31
num_cat=0
split_feature=3 1 1 1 3 6 0 0 2 0 0 6 0 0 5 5 5 5 5 5 0 2 2 4 3 3 2 3 5 3
split_gain=1.13555e+12 8.24275e+12 1.92761e+13 1.29914e+13 5.65179e+13 1.39474e+14 1.20546e+14 4.45137e+13 6.96567e+13 1.88621e+13 2.3464e+13 1.6187e+13 3.9288e+13 5.61785e+13 2.90791e+13 2.77676e+13 2.03853e+13 2.96339e+13 3.47329e+13 2.87752e+13 2.87828e+13 2.40615e+13 1.85197e+13 2.25432e+13 2.04581e+13 1.59481e+13 2.50724e+13 2.02154e+13 1.61447e+13 1.51924e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 30.102666750000001 10.500000000000002 1.5000000000000002 60.042666650000008 59.820733200000006 7.5000000000000009 59.755965500000009 59.834458500000004 1.5000000000000002 60.063729500000008 59.863160500000006 84.030000000000015 137.05000000000004 88.015000000000015 103.45000000000002 98.020000000000024 82.00500000000001 59.939091550000008 2.5000000000000004 6.5000000000000009 2.5000000000000004 20.500000000000004 14.500000000000002 10.500000000000002 13.500000000000002 71.00500000000001 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -6 -11 16 13 14 -13 -16 19 18 21 25 -21 -18 23 29 -24 26 28 -28 -12 -14
right_child=1 2 3 -5 9 -7 -8 -9 -10 10 11 12 22 -15 15 -17 17 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-56.813635548827023 3164.1783224714682 -6143.8357557172576 110818.84208669356 37.608462720368301 -25012.389693116202 -12426.612047101451 -27985.365654645648 100384.75676345825 340504.39130434784 27183.55714172529 21943.414992937662 -13460.095664541468 3099.7706723813662 -62680.012331655336 114513.04846833882 -14184.734348958333 62754.303787364137 20311.056473055753 -151278.03829471985 6289.3432291666668 152305.15442708333 -53302.548289794919 26908.222197345021 50847.239990234375 121616.88579799107 2232.6835016757896 32822.402239583338 155954.76471354169 -48213.99437684755 -75573.485733506954
leaf_weight=1938624 8449 5038 31 2361107 253 276 63 128 23 369 289 367 54 239 38 30 23 88 29 27 27 80 123 48 28 2177 30 24 37 45
leaf_count=1938624 8449 5038 31 2361107 253 276 63 128 23 369 289 367 54 239 38 30 23 88 29 27 27 80 123 48 28 2177 30 24 37 45
internal_value=0 46.2864 35.1763 48.3332 5168.05 36321.3 91237.4 132507 208648 1500.06 3107.84 771.807 -10362.3 -23730.6 -2330.81 57734.6 4594.62 -24638.8 -54605.4 7057.8 79297.2 -27386.9 19873.3 -5392.87 44470.1 5532.21 24435 87547.9 13980.8 -32660.8
internal_weight=0 2.37954e+06 2.37109e+06 2.36605e+06 4946 521 245 182 54 4425 4172 3803 972 674 435 68 2831 220 132 2611 54 103 298 147 151 2557 380 54 326 99
internal_count=4318164 2379540 2371091 2366053 4946 521 245 182 54 4425 4172 3803 972 674 435 68 2831 220 132 2611 54 103 298 147 151 2557 380 54 326 99
is_linear=0
shrinkage=0.1


Tree=2461
num_leaves=31
num_cat=0
split_feature=1 2 5 1 0 0 0 5 0 6 0 3 0 5 4 3 5 0 2 5 2 2 4 5 5 5 4 4 0 5
split_gain=1.08479e+12 1.4233e+13 2.04908e+13 1.291e+13 3.7425e+13 4.23717e+13 9.43286e+13 7.1137e+13 5.10849e+13 1.15172e+14 4.56815e+13 4.16338e+13 9.37197e+13 1.06333e+14 8.48418e+13 5.5327e+13 5.16677e+13 6.34377e+13 6.12781e+13 6.00305e+13 8.52943e+13 4.88423e+13 4.52541e+13 4.32909e+13 4.15722e+13 3.92088e+13 3.7358e+13 3.69578e+13 3.61638e+13 3.59923e+13
threshold=30.226173900000003 17.500000000000004 120.05000000000001 30.207352000000004 60.063729500000008 60.029906750000002 60.003414000000006 88.015000000000015 60.035045000000004 1.5000000000000002 59.950068600000009 12.500000000000002 59.990816400000007 85.91500000000002 2.5000000000000004 23.500000000000004 76.730000000000018 59.990816400000007 4.5000000000000009 54.990000000000002 3.5000000000000004 8.5000000000000018 1.5000000000000002 57.995000000000012 98.020000000000024 38.905000000000008 1.5000000000000002 2.5000000000000004 59.853570100000006 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 10 25 9 -7 28 16 29 14 23 -16 17 19 -18 -12 -21 22 -22 26 -15 -8 -14 -11 -5 -13
right_child=-2 2 -4 4 -6 8 7 -9 -10 27 11 12 13 24 15 -17 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-58.494667784924935 7.9649029479015034 5959.304268351646 -68780.661138091222 -385.83748364668088 -28381.287334946272 -5722.2356274773092 1426.7838767228727 -78437.971696632434 -620.65172748834721 43778.918552617426 -11488.112479012474 38404.92532864747 -5964.8080918670776 -168351.37460186298 146128.19524639423 -7054.9763619087844 -40282.882358284885 22089.998811730675 111807.83568274457 32418.556257370285 -235269.24390243902 -38607.596440598063 -102972.35627092635 -56944.762601169059 -22046.690694304438 -28035.464792353585 48232.273643333036 121760.22032398899 -20708.62967881799 -61848.476150760136
leaf_weight=85524 4211803 4268 37 2172 566 748 668 219 5317 572 342 1114 779 52 65 37 43 258 69 53 41 58 70 139 31 1395 152 68 1467 37
leaf_count=85524 4211803 4268 37 2172 566 748 668 219 5317 572 342 1114 779 52 65 37 43 258 69 53 41 58 70 139 31 1395 152 68 1467 37
internal_value=0 -315.403 5316.94 -552.991 -3111.14 -2215.3 -6598.7 -24248.2 3839.08 20922.9 -827.658 7617.18 14573.4 -4327.51 3418.68 90561.8 -10302.2 -18984 53415.9 -37773.2 -78266.5 -112978 -151839 -4888.41 -113707 -18495.6 2883.7 52064.4 -8578.62 35182.2
internal_weight=0 106361 4305 102056 16532 15966 9261 2282 6705 1388 6979 3340 2406 1255 1172 102 934 822 112 564 222 169 111 1070 83 2063 931 640 3639 1151
internal_count=4318164 106361 4305 102056 16532 15966 9261 2282 6705 1388 6979 3340 2406 1255 1172 102 934 822 112 564 222 169 111 1070 83 2063 931 640 3639 1151
is_linear=0
shrinkage=0.1


Tree=2462
num_leaves=31
num_cat=0
split_feature=3 2 0 1 5 5 5 5 5 0 3 5 1 5 1 5 1 5 4 1 5 0 1 1 5 5 2 5 5 4
split_gain=9.77126e+11 8.33206e+12 1.74865e+13 7.09573e+13 5.29848e+13 3.80488e+13 2.26544e+13 4.17264e+13 2.24221e+13 6.56783e+13 4.8189e+13 2.01985e+13 3.87952e+13 5.81936e+13 3.00724e+13 2.96033e+13 2.74681e+13 2.26264e+13 2.09479e+13 1.99585e+13 1.64747e+13 2.48529e+13 2.34727e+13 6.45172e+13 6.20793e+13 4.81602e+13 3.60631e+13 3.95436e+13 4.59242e+13 2.72455e+13
threshold=4.5000000000000009 1.5000000000000002 43.642715500000008 39.969502550000009 40.005000000000003 41.365000000000002 120.05000000000001 89.00500000000001 72.010000000000005 43.592450450000008 3.5000000000000004 51.405000000000008 39.925119750000007 57.995000000000012 39.718803500000007 66.040000000000006 39.753614400000011 43.405000000000008 1.5000000000000002 39.726951800000002 76.00500000000001 43.592450450000008 39.726951800000002 39.739656000000004 67.520000000000024 21.015000000000004 3.5000000000000004 55.730000000000011 49.995000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 11 10 -10 17 13 14 -13 -15 -16 18 -7 -17 21 22 25 24 26 29 27 28 -24 -3
right_child=-2 20 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 15 16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=6661.3300440298744 14.611888115306209 -7826.8952690975539 266.79450084390368 -5135.1043361307611 163479.2244954427 3834.6997281901045 -37660.689116210939 115594.28940355706 -10218.881350160256 111041.95891462055 -201139.38937500003 -7649.7845703125004 176804.12893945313 -18390.961299922546 171213.10884486607 230.98313802083337 58283.728969029027 7123.4340769531254 110791.03778257978 120081.14849668561 -2882.5253778930746 -3.3530067820347607 8426.5735169876461 -5656.9982995535829 156198.71634908539 -26763.717354934099 124777.4720766129 -97152.450494791672 158882.79650135871 111393.26196646341
leaf_weight=1184 3945856 36 129081 2356 24 30 40 66 39 28 20 20 25 116 56 24 35 250 47 33 26044 204718 172 6803 41 895 31 30 23 41
leaf_count=1184 3945856 36 129081 2356 24 30 40 66 39 28 20 20 25 116 56 24 35 250 47 33 26044 204718 172 6803 41 895 31 30 23 41
internal_value=0 -154.862 477.95 6682.4 20350.6 39351.8 35758.2 39480.3 32532.2 -15082.2 -74937.7 39045.5 57378.1 46865.3 103377 10606.2 127779 21722 69119.7 69617.9 -508.513 -217.951 -5660.48 -3665.24 41957.4 -20234.7 23660.9 9729.34 26172.7 55654
internal_weight=0 372308 133474 4393 2037 853 829 789 723 87 59 636 309 284 111 173 91 327 77 57 238834 212790 8072 7100 297 972 256 225 195 77
internal_count=4318164 372308 133474 4393 2037 853 829 789 723 87 59 636 309 284 111 173 91 327 77 57 238834 212790 8072 7100 297 972 256 225 195 77
is_linear=0
shrinkage=0.1


Tree=2463
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 0 0 1 0 1 1 2 2 1 1 5 0 0 3 3 2 2 0 1 3 4 1 1 3 3
split_gain=1.03445e+12 1.4415e+13 2.62975e+13 3.57297e+13 2.55635e+13 1.90582e+13 4.7748e+13 2.59973e+13 2.75164e+13 2.6988e+13 3.70308e+13 2.69805e+13 3.66571e+13 1.95073e+13 1.87957e+13 1.71537e+13 2.727e+13 1.71497e+13 3.76995e+13 1.86259e+13 1.84059e+13 1.75752e+13 1.66098e+13 3.6314e+13 3.04503e+13 2.16617e+13 1.99444e+13 3.2279e+13 2.35399e+13 6.32612e+13
threshold=66.50500000000001 67.990000000000023 23.500000000000004 82.907204800000002 82.91993380000001 56.121679000000007 55.924336300000007 37.487839250000007 55.695992150000002 37.855187800000003 37.692869000000009 2.5000000000000004 4.5000000000000009 37.475443250000005 39.016372550000007 67.00500000000001 56.301440000000007 55.777112100000004 24.500000000000004 32.500000000000007 18.500000000000004 19.500000000000004 57.157092150000004 30.305955500000003 8.5000000000000018 1.5000000000000002 30.425002000000003 30.578016350000002 9.5000000000000018 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 5 -5 6 7 13 14 10 11 -10 -13 -4 -9 16 -7 18 -14 20 -19 -21 -2 24 25 -24 28 -28 -25 -30
right_child=1 -3 3 4 -6 15 -8 8 9 -11 -12 12 17 -15 -16 -17 -18 19 -20 21 -22 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=-23.914634147991688 3443.4153133673481 -3.7967285498279182 13884.478152268657 -53247.568877199315 -11952.345922143255 127399.72978940218 -103020.63898437501 14214.089902708045 75448.080468750006 -45984.260746583604 35758.401800271742 -118176.66700148811 112311.26546336208 105267.631328125 -8372.4755906082864 -3990.3040466079569 16388.484228996382 -78580.32445459906 -26552.256640625001 40559.460691550928 -8894.9664012844278 -34260.596109537764 -78658.776992187501 571.37101433927944 20555.803346943158 -2327.5093662442928 17108.421413627228 -5291.0633977900197 -82982.164271033369 -13481.196623537413
leaf_weight=3485947 36065 783332 356 238 405 23 50 573 26 311 138 42 29 25 1032 533 584 106 60 54 59 75 40 751 1162 527 783 3607 149 1082
leaf_count=3485947 36065 783332 356 238 405 23 50 573 26 311 138 42 29 25 1032 533 584 106 60 54 59 75 40 751 1162 527 783 3607 149 1082
internal_value=0 100.172 1766.17 -5329.42 -27237.4 -1873.39 -6134.25 -4455.69 -8157.16 -22153.3 -9570.24 -23440.2 -29489.8 19880.7 -308.861 9100.21 20594.8 -19764.4 18695.4 -31407 -53662.5 -2940.57 2524.31 -1567.46 11285.7 -7712.43 -5055.06 -1295.89 -13381.4 -21893.6
internal_weight=0 832217 48885 4719 643 4076 2936 2886 2505 900 589 451 425 381 1605 1140 607 383 89 294 165 129 44166 8101 1729 567 6372 4390 1982 1231
internal_count=4318164 832217 48885 4719 643 4076 2936 2886 2505 900 589 451 425 381 1605 1140 607 383 89 294 165 129 44166 8101 1729 567 6372 4390 1982 1231
is_linear=0
shrinkage=0.1


Tree=2464
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 1 1 3 0 0 1 1 0 1 0 1 0 2 1 2 6 1 6 3 3 0 0 4 2 0
split_gain=9.88796e+11 2.39443e+13 1.41507e+13 1.49101e+13 2.45666e+13 3.70731e+13 3.04549e+13 2.79835e+13 2.49782e+13 2.4684e+13 2.41496e+13 6.44855e+13 7.50456e+13 4.1786e+13 4.94699e+13 4.43884e+13 3.53524e+13 3.23517e+13 4.36653e+13 2.71353e+13 2.70419e+13 3.23636e+13 2.30755e+13 2.27738e+13 2.17394e+13 2.08818e+13 1.94073e+13 1.91057e+13 1.87702e+13 1.8053e+13
threshold=71.00500000000001 70.00500000000001 82.991167100000027 70.50500000000001 13.500000000000002 30.323743050000001 30.259484550000003 14.500000000000002 55.91302515000001 55.87722990000001 30.323743050000001 30.305955500000003 59.882016200000002 30.434657650000002 59.863160500000006 30.468306550000005 59.932719750000011 6.5000000000000009 30.410108300000001 4.5000000000000009 1.5000000000000002 30.315880100000005 1.5000000000000002 16.500000000000004 10.500000000000002 59.990816400000007 56.054485600000007 2.5000000000000004 3.5000000000000004 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 9 -9 11 25 -13 14 17 -15 -14 18 -12 24 21 -21 -19 -8 27 -5 -10 -18 -28 -16
right_child=-2 2 -4 10 5 7 23 8 26 -11 13 12 16 15 29 -17 19 22 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=1.5036367637405195 112.84562004083341 -2415.8737196785605 4861.6120812077561 9389.7543159351026 -14553.458702709058 -43222.516545588798 -133425.18077028508 -11506.74025347211 64608.81591038956 -84685.922722739371 15381.143950320513 -74385.80653505068 180525.71302083333 43185.106360828489 -70278.340319824216 -2597.1344547367644 99288.752187500009 15634.880392020088 177834.53039434526 125215.24621212122 172518.63987821693 -25624.469781250002 -76422.083326116597 -44794.600771318859 -46773.667106681038 -25773.004532470703 42200.479778645837 -16732.16338778409 -4167.555808755882 -22136.755745442711
leaf_weight=3633634 658145 4758 2096 570 108 246 57 2390 57 47 78 37 30 215 222 14119 40 56 21 33 34 25 53 59 29 240 105 22 518 120
leaf_count=3633634 658145 4758 2096 570 108 246 57 2390 57 47 78 37 30 215 222 14119 40 56 21 33 34 25 53 59 29 240 105 22 518 120
internal_value=0 -20.2919 -3021.89 -3702.19 -7126.87 -13375.8 -52767.4 -10752 -8189.41 -12918.1 -1909.72 12673.8 57070.5 -2948.33 -29997.8 -1910.43 79905.6 8458.83 49841 63410.6 101708 60198.1 -29126.8 -88345.8 24692.4 -1028.84 8757.29 58120 3647.28 -53386.6
internal_weight=0 3.66002e+06 26385 24289 8345 3587 224 3363 3117 2437 15944 1060 250 14884 550 14334 213 208 99 183 92 58 109 116 91 810 680 62 623 342
internal_count=4318164 3660019 26385 24289 8345 3587 224 3363 3117 2437 15944 1060 250 14884 550 14334 213 208 99 183 92 58 109 116 91 810 680 62 623 342
is_linear=0
shrinkage=0.1


Tree=2465
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 5 5 2 5 5 2 5 5 5 1 5 5 1 1 1 3 4 5 5 0 3 2 5 3 6
split_gain=9.71727e+11 3.26429e+12 2.81756e+12 2.76993e+12 5.48029e+12 5.54791e+12 4.90804e+12 9.67289e+12 1.19177e+13 1.07294e+13 1.36417e+13 5.59798e+12 4.00629e+12 3.82377e+12 4.08605e+12 3.79578e+12 5.47955e+12 6.81827e+12 5.61857e+12 5.84296e+12 3.8274e+12 3.7503e+12 4.08089e+12 3.68843e+12 3.52298e+12 3.4411e+12 3.94769e+12 5.85585e+12 5.00186e+12 1.34783e+13
threshold=43.056445700000005 114.17164950000002 44.083877800000003 1.5000000000000002 4.5000000000000009 77.715000000000018 57.405000000000008 3.5000000000000004 67.990000000000023 65.905000000000015 2.5000000000000004 68.52500000000002 104.75000000000001 69.015000000000015 47.554129950000011 40.005000000000003 48.945000000000007 46.037218400000008 47.854228500000012 47.981192400000005 9.5000000000000018 4.5000000000000009 105.35000000000001 67.990000000000023 42.966471700000007 4.5000000000000009 1.5000000000000002 137.05000000000004 7.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 13 -4 9 -9 -8 24 -10 -7 23 -15 20 17 -17 -18 -20 -5 25 -23 -6 -11 -21 -27 28 29 -28
right_child=-2 -3 3 15 5 12 7 8 11 10 -12 -13 -14 14 -16 16 18 -19 19 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-31131.615073939945 -4.1125161719302055 -34208.835633680559 2542.930833197734 -5165.8937676680725 -3241.222692400811 -49495.993945312504 -14708.74902082171 -3023.2517822265627 -92532.611132812512 28472.939042467951 87095.098017939832 -31872.013146551722 -2777.281804435484 43779.280940290184 -11218.32118918679 -3663.7829403653714 1371.8259175332964 10468.844043230194 -17882.635017549819 -14478.506394881855 -38721.794647381757 -2447.7288574218751 57178.748064630679 -35855.051551339289 -11626.014984375 13519.096970584753 34142.793015965879 50480.548125000001 -12266.117345689749 -5176.9321202295623
leaf_weight=28 4285952 27 3967 418 3754 45 168 69 32 39 27 29 31 35 22 465 19889 1284 276 219 37 24 22 35 50 165 106 20 438 491
leaf_count=28 4285952 27 3967 418 3754 45 168 69 32 39 27 29 31 35 22 465 19889 1284 276 219 37 24 22 35 50 165 106 20 438 491
internal_value=0 547.189 576.346 603.955 -969.157 -3684.45 1461.66 -8899.26 -31491.8 1442.4 24833.7 -63694 -30439.7 -3155.75 22552.1 1151.52 1327.42 6711.46 892.471 -4521.44 -7894.62 -2038.14 26069.3 -3542.49 5945.44 -2936.64 -864.783 -3114.39 -4150.05 1804.46
internal_weight=0 32212 32185 32157 8303 3922 4381 414 130 284 116 61 76 3846 57 23854 23399 1749 21650 1761 455 1485 46 3789 89 1439 1220 1055 1035 597
internal_count=4318164 32212 32185 32157 8303 3922 4381 414 130 284 116 61 76 3846 57 23854 23399 1749 21650 1761 455 1485 46 3789 89 1439 1220 1055 1035 597
is_linear=0
shrinkage=0.1


Tree=2466
num_leaves=31
num_cat=0
split_feature=1 3 3 3 0 5 0 1 5 4 5 5 2 0 1 1 0 0 2 6 5 1 5 5 5 5 5 5 0 1
split_gain=9.46647e+11 1.32817e+13 5.81512e+13 4.06385e+13 3.455e+13 5.71431e+13 3.36812e+13 3.2664e+13 3.19961e+13 2.44115e+13 3.45368e+13 2.42554e+13 3.56356e+13 2.65623e+13 6.62937e+13 4.41185e+13 7.0216e+13 5.52541e+13 4.12767e+13 2.97657e+13 2.56785e+13 2.46748e+13 2.33722e+13 2.19777e+13 2.17995e+13 2.1165e+13 3.10822e+13 2.83821e+13 1.9208e+13 3.87801e+13
threshold=30.226173900000003 24.500000000000004 23.500000000000004 22.500000000000004 59.863160500000006 71.00500000000001 59.853570100000006 30.160599000000001 94.040000000000006 2.5000000000000004 103.45000000000002 54.990000000000002 1.5000000000000002 59.990816400000007 30.207352000000004 30.207352000000004 60.003414000000006 60.003414000000006 6.5000000000000009 1.5000000000000002 78.710000000000022 30.160599000000001 56.505000000000003 67.990000000000023 84.030000000000015 70.50500000000001 83.010000000000005 67.520000000000024 59.932719750000011 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -5 -8 25 24 -6 -13 14 20 16 -15 19 -16 -17 21 -14 -19 -18 -11 27 -27 -9 29 -4
right_child=-2 4 28 7 11 6 8 9 -10 10 -12 12 13 15 18 17 23 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-454.00924412990429 7.4404959020732697 -1323.1174648813103 -7506.6801918054643 -4094.9104920777982 3614.3638562247429 -3501.1695596590907 -65657.66155133929 18177.502979944107 -187398.00812500002 45885.963205948799 -16510.819703124998 -112126.518828125 -40237.551409040178 95210.336194707314 11378.10537109375 24064.2313359375 29512.780997983875 59027.572915572477 154467.34837510853 -65571.970798647162 -52446.620376911575 72050.332166466353 9075.2744942127592 -87745.389535984854 123555.87440490723 -60608.222540961375 70799.164388020843 107314.0886784734 -20312.702358349565 84077.200718750013
leaf_weight=96498 4211803 715 614 681 3117 55 77 1034 30 83 50 20 28 142 28 50 31 119 72 143 47 65 440 33 64 72 24 37 1942 50
leaf_count=96498 4211803 715 614 681 3117 55 77 1034 30 83 50 20 28 142 28 50 31 119 72 143 47 65 440 33 64 72 24 37 1942 50
internal_value=0 -294.637 -548.3 -158.383 4628.19 -13473.4 -67099.7 13791.4 -99790.5 22721.5 55282.1 8290.26 20256.4 22466.5 52216.1 15013.6 56015.4 3781.68 114402 -42350.2 7797.35 38243.2 19709.1 -30948.5 79701.4 17225 -27756.4 21256.9 -15292.6 -610.304
internal_weight=0 106361 101149 98543 5212 877 162 2045 107 1364 197 4335 1218 1198 240 958 206 752 100 193 140 93 559 64 147 1167 96 1071 2606 664
internal_count=4318164 106361 101149 98543 5212 877 162 2045 107 1364 197 4335 1218 1198 240 958 206 752 100 193 140 93 559 64 147 1167 96 1071 2606 664
is_linear=0
shrinkage=0.1


Tree=2467
num_leaves=31
num_cat=0
split_feature=1 2 5 5 0 2 0 5 2 5 4 1 4 5 3 3 5 6 0 1 5 0 5 5 5 1 5 3 3 6
split_gain=9.64035e+11 7.57212e+12 2.62043e+13 8.16085e+12 6.44557e+12 1.17906e+13 8.65893e+13 2.91981e+13 2.78337e+13 2.83518e+13 4.34378e+13 4.77466e+13 2.51353e+13 4.26338e+13 3.99108e+13 3.52319e+13 4.67615e+13 3.91113e+13 2.32358e+13 2.245e+13 2.46808e+13 2.23905e+13 2.05057e+13 4.739e+13 3.03861e+13 1.90279e+13 1.68734e+13 1.65263e+13 1.9526e+13 2.21255e+13
threshold=28.619594500000002 10.500000000000002 128.92000000000004 39.025000000000013 54.725565150000001 1.5000000000000002 55.025681450000008 91.050000000000011 2.5000000000000004 103.45000000000002 3.5000000000000004 20.507360500000004 2.5000000000000004 73.010000000000005 3.5000000000000004 6.5000000000000009 67.00500000000001 1.5000000000000002 54.959412650000012 20.507360500000004 76.730000000000018 54.762542150000009 89.00500000000001 77.00500000000001 72.010000000000005 20.507360500000004 86.810000000000016 6.5000000000000009 11.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 18 9 12 11 -11 13 -7 -14 16 -16 -18 19 27 -21 22 23 24 -19 -17 -25 -6 -29 -30
right_child=-2 2 -4 -5 5 8 -8 -9 -10 10 -12 -13 14 -15 15 25 17 21 -20 20 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-372.22050651959677 -4.3893186211372042 -20065.824480894906 -111497.39510869567 -1671.4994936688029 -9412.1070093127255 14190.080123634223 -26472.042772035522 -26289.440772020953 1371.5892257357498 -224659.47125 34448.578222656251 -22358.525837053574 -20625.032307646012 -41671.3828922963 439.11954554115857 -51800.432360694525 -3045.9064102564103 101189.46228125 75203.717553710943 25964.044819584218 111588.69864309212 49147.663335937505 186617.88018292683 81741.292047991068 262330.06704545458 29714.344848632812 -33400.821093750004 35931.31068380997 6650.0141019965276 -96321.543304177991
leaf_weight=19164 4281218 279 23 1780 414 1645 1016 182 10736 20 40 28 108 149 82 42 39 25 64 295 38 50 41 35 22 90 20 271 225 23
leaf_count=19164 4281218 279 23 1780 414 1645 1016 182 10736 20 40 28 108 149 82 42 39 25 64 295 38 50 41 35 22 90 20 271 225 23
internal_value=0 508.624 -5349.7 -4163.98 858.47 2360.7 -3894.72 11276.3 3561.25 13211.6 -42514.6 -106651 15300.1 9550.53 33918.8 47126.8 65349.9 88292.5 16416.9 13445 35735 106749 126890 102882 176617 3777.82 39871.4 5489.42 17376.2 -2899.77
internal_weight=0 36946 2082 2059 34864 15700 2528 1512 13172 2436 88 48 2348 1794 554 446 314 232 1330 1266 333 193 143 102 47 132 55 933 519 248
internal_count=4318164 36946 2082 2059 34864 15700 2528 1512 13172 2436 88 48 2348 1794 554 446 314 232 1330 1266 333 193 143 102 47 132 55 933 519 248
is_linear=0
shrinkage=0.1


Tree=2468
num_leaves=31
num_cat=0
split_feature=2 2 5 1 5 6 0 5 4 3 3 4 5 3 0 6 5 4 1 5 5 0 0 5 0 5 1 1 5 1
split_gain=9.41581e+11 8.40814e+12 1.9388e+13 1.9541e+13 3.76377e+13 2.33103e+13 2.99808e+13 1.94289e+13 1.84972e+13 6.47554e+13 1.7612e+13 1.73833e+13 3.98578e+13 1.65049e+13 1.63351e+13 5.52659e+13 1.31068e+13 1.49523e+13 1.30509e+13 4.05342e+13 6.09799e+13 7.06117e+13 1.12361e+14 7.29961e+13 5.63485e+13 7.6192e+13 4.51325e+13 4.06801e+13 4.12162e+13 3.97737e+13
threshold=5.5000000000000009 4.5000000000000009 30.025000000000002 20.507360500000004 71.715000000000018 1.5000000000000002 54.725565150000001 97.050000000000011 3.5000000000000004 5.5000000000000009 8.5000000000000018 3.5000000000000004 107.05000000000001 5.5000000000000009 54.945614000000006 1.5000000000000002 82.00500000000001 2.5000000000000004 60.648383500000008 116.06000000000002 128.92000000000004 57.157092150000004 57.147575200000006 161.85000000000002 56.838612000000005 142.05000000000004 83.691301500000009 65.551978750000004 120.05000000000001 82.902675200000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 13 -6 7 -7 -3 -10 -9 12 16 -4 -15 -16 -8 -18 -5 -20 26 22 24 -24 -22 -26 27 -21 -29 -30
right_child=-2 2 3 18 5 6 11 10 9 -11 -12 -13 -14 14 15 -17 17 -19 19 20 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=46.699968104661203 54.242704339714706 1825.1716572184741 -31841.162184942339 -945.04036049476315 -8175.7975139911359 -121455.76610915494 21319.628515625001 -11589.135074869793 -20568.058944515305 165980.92272135417 -109261.12 -84862.852236476087 106673.14122596156 -1767.7036056505699 -589.89104903371708 176329.4972146739 3614.9623697916668 -96225.923261718766 30.243965041369751 11928.547550991767 7968.1332859842723 -94260.279203345068 46698.121660156256 257218.99257114955 92939.024171875004 -102640.89605289382 -18299.76279117689 34157.361729875396 156375.86798562887 64038.838409950949
leaf_weight=2028337 1838026 31854 168 285378 208 71 30 48 49 30 30 33 26 1187 76 23 24 40 130357 167 1282 71 40 28 25 98 109 158 81 110
leaf_count=2028337 1838026 31854 168 285378 208 71 30 48 49 30 30 33 26 1187 76 23 24 40 130357 167 1282 71 40 28 25 98 109 158 81 110
internal_value=0 -40.1992 -430.328 -610.986 -10562.4 -33936.7 -51679.2 -83607.2 1945.03 50273.3 -49155.3 -20586 -2909.89 -2363.71 1487.16 40512.6 -33220.1 -58785.6 -564.218 255.836 13813.9 3145.98 7841.05 133383 1764.99 -62888.9 40168 52518.7 71941.5 103197
internal_weight=0 2.48014e+06 451801 419868 1964 510 302 149 31933 79 78 153 120 1454 1286 99 94 64 417904 132526 2169 1544 1473 68 1405 123 625 516 349 191
internal_count=4318164 2480138 451801 419868 1964 510 302 149 31933 79 78 153 120 1454 1286 99 94 64 417904 132526 2169 1544 1473 68 1405 123 625 516 349 191
is_linear=0
shrinkage=0.1


Tree=2469
num_leaves=31
num_cat=0
split_feature=5 0 0 5 3 2 0 5 2 5 3 5 2 2 1 3 3 2 2 3 2 0 3 1 3 1 5 1 5 1
split_gain=1.00157e+12 5.73423e+12 1.73762e+13 2.76924e+13 1.41476e+13 2.27039e+13 1.26384e+13 3.71413e+13 5.6859e+13 5.76581e+13 7.51435e+13 4.8786e+13 4.90779e+13 3.22312e+13 3.09529e+13 3.00424e+13 2.73228e+13 3.03265e+13 1.92135e+13 5.42994e+13 4.86233e+13 3.50679e+13 2.59816e+13 4.34915e+13 3.45722e+13 8.25e+13 6.52412e+13 4.11163e+13 5.67621e+13 4.60485e+13
threshold=100.05000000000001 45.070824200000011 45.073740550000004 142.05000000000004 25.500000000000004 13.500000000000002 45.055827000000008 128.92000000000004 16.500000000000004 118.33500000000002 9.5000000000000018 120.05000000000001 10.500000000000002 21.500000000000004 38.92948375000001 7.5000000000000009 16.500000000000004 5.5000000000000009 15.500000000000002 21.500000000000004 14.500000000000002 45.063245200000004 11.500000000000002 38.959914000000005 18.500000000000004 38.996948700000011 114.05000000000001 38.969379750000009 105.35000000000001 39.007683500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 8 9 14 15 12 16 -10 -8 -11 17 -12 20 -20 22 -22 23 -16 27 -26 -27 -24 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 13 10 11 -13 -14 -15 18 -17 -18 -19 19 -21 21 -23 24 -25 25 26 -28 28 29 -31
leaf_value=8.1009351577885642 327.65019356796694 -65154.694773798401 -576.3992303706757 48424.20647321429 -117367.90264423078 11322.31640625 -67729.539453125006 -8858.8569504670777 -62066.439908554981 91916.249346051904 -91404.667077105987 -19591.219164402177 170644.54330357144 54054.812284482759 -43768.055144817074 213378.00632324221 117712.27770833333 42756.195386904765 -9925.5042863175695 178647.90075120193 7707.4277430555558 -112860.75533353366 63681.291048006533 17970.859459879557 -35538.399167644915 184056.89244791667 -26226.301191406252 -43745.609832208807 11256.316323138299 131639.89229532878
leaf_weight=4199349 19559 92 95994 28 26 29 48 981 136 56 23 115 35 29 164 32 30 63 37 26 45 52 334 375 193 36 25 110 94 48
leaf_count=4199349 19559 92 95994 28 26 29 48 981 136 56 23 115 35 29 164 32 30 63 37 26 45 52 334 375 193 36 25 110 94 48
internal_value=0 -286.316 -623.938 -38653 1143.15 -49513.1 1266.17 7212.6 14698.9 19489.6 55982.1 29482.2 66856 -41657.3 11349.5 136084 35540.5 6875.96 13815.9 67898.4 11507.5 -56927.1 16321.2 -814.265 27316.5 -3498.11 97875.3 40672.9 10177.7 51949.4
internal_weight=0 118815 96114 120 22701 55 22646 3087 2106 1941 354 266 151 165 1587 88 116 86 1539 63 1476 97 1379 539 840 254 61 586 252 142
internal_count=4318164 118815 96114 120 22701 55 22646 3087 2106 1941 354 266 151 165 1587 88 116 86 1539 63 1476 97 1379 539 840 254 61 586 252 142
is_linear=0
shrinkage=0.1


Tree=2470
num_leaves=31
num_cat=0
split_feature=5 3 3 4 2 3 1 1 4 2 2 2 0 1 4 0 0 1 0 0 3 6 4 3 3 0 1 0 3 4
split_gain=1.00923e+12 3.85593e+12 4.2086e+12 6.50001e+12 5.38328e+12 6.31542e+12 5.42477e+12 6.92716e+12 7.33835e+12 1.74143e+13 6.71779e+12 3.61613e+12 1.01044e+13 1.77978e+13 1.37694e+13 1.32281e+13 3.35684e+13 1.06503e+13 9.89932e+12 1.51081e+13 1.47759e+13 1.61879e+13 1.66549e+13 1.38294e+13 5.8442e+13 1.33217e+13 1.31213e+13 1.08283e+13 1.0694e+13 1.95531e+13
threshold=225.45000000000002 34.500000000000007 24.500000000000004 3.5000000000000004 16.500000000000004 21.500000000000004 37.971176850000006 39.071052600000009 4.5000000000000009 20.500000000000004 17.500000000000004 4.5000000000000009 57.157092150000004 30.323743050000001 3.5000000000000004 56.863241500000008 56.819808050000006 30.434657650000002 55.050600750000008 54.920670650000005 14.500000000000002 1.5000000000000002 4.5000000000000009 9.5000000000000018 10.500000000000002 45.055827000000008 82.940215400000014 45.059881250000011 7.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 11 -6 8 -8 -10 -9 -2 15 -14 17 16 18 -15 19 20 -13 -22 25 28 -25 -23 -21 -24 -20 -30
right_child=1 -3 3 -5 6 -7 7 10 9 -11 -12 12 13 14 -16 -17 -18 -19 23 26 21 22 27 24 -26 -27 -28 -29 29 -31
leaf_value=-1.5195598197209792 3508.8861771851498 44282.766629464284 10835.0384765625 -47674.749073401166 -19801.751677594868 -39525.603531044413 9104.7298135080655 43127.801132812507 129296.04262109376 8726.0456521739143 -32754.378180803575 6653.3529652137922 33962.50027398004 -85697.719904119323 -104845.97342447918 47673.637688337054 -130521.313671875 -4710.9370243195572 14580.070851934524 -21327.143387957316 -94167.548613911291 75962.494891826922 -106673.49165251361 163301.5288456358 8141.3024669672814 -16447.297355769231 -118530.97745535715 -12478.652734375 4069.0273976293101 -93304.389794921881
leaf_weight=4313902 2698 21 34 43 28 38 31 20 25 23 28 446 36 22 30 56 20 62 126 41 31 26 23 29 149 39 21 26 58 32
leaf_count=4313902 2698 21 34 43 28 38 31 20 25 23 28 446 36 22 30 56 20 62 126 41 31 26 23 29 149 39 21 26 58 32
internal_value=0 1538.06 1326.41 -21839.3 1754.78 1047.79 20040.8 28825 47029.7 71522.9 -1136.8 1436.05 -2957.13 -27334.4 -46691.3 298.959 -2187.43 -25921.8 264.024 -7289 -2362.36 -30093.4 -12669.8 12782.1 33420.2 20516.6 -54251 -56692.6 -4225.22 -30552.6
internal_weight=0 4262 4241 77 4164 4009 155 127 79 48 48 3971 1273 150 114 1123 1067 84 1047 653 591 145 114 394 178 65 62 49 216 90
internal_count=4318164 4262 4241 77 4164 4009 155 127 79 48 48 3971 1273 150 114 1123 1067 84 1047 653 591 145 114 394 178 65 62 49 216 90
is_linear=0
shrinkage=0.1


Tree=2471
num_leaves=31
num_cat=0
split_feature=1 2 5 5 3 1 0 0 6 0 5 0 3 3 2 0 3 5 5 0 0 3 0 0 0 5 5 0 5 2
split_gain=1.00139e+12 6.28533e+12 2.12132e+13 6.61168e+12 6.18364e+12 5.87206e+12 5.43692e+13 3.51552e+13 2.49093e+13 5.19539e+13 7.04611e+13 6.13354e+13 1.11941e+14 8.77353e+13 5.27055e+13 4.88185e+13 5.17833e+13 4.82041e+13 3.82189e+13 3.74797e+13 6.99169e+13 6.01889e+13 9.86388e+13 7.2999e+13 4.97605e+13 4.43645e+13 4.20245e+13 6.27211e+13 5.024e+13 5.10668e+13
threshold=28.619594500000002 10.500000000000002 128.92000000000004 39.025000000000013 15.500000000000002 30.102666750000001 58.242297500000006 57.581016350000006 1.5000000000000002 59.834458500000004 60.610000000000007 59.939091550000008 7.5000000000000009 4.5000000000000009 7.5000000000000009 59.882016200000002 10.500000000000002 61.405000000000008 47.815000000000005 60.052595500000002 59.904813200000007 8.5000000000000018 60.003414000000006 59.916647550000008 59.982527000000012 75.750000000000014 67.00500000000001 59.755965500000009 93.00500000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -2 9 10 -8 12 13 -11 -12 16 -14 -15 -17 20 26 22 23 -22 -25 -26 -10 -28 -29 -30
right_child=5 2 -4 -5 -6 -7 8 -9 19 11 14 -13 15 17 -16 18 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=837.12237291219526 -21022.547405341535 -40748.169986397879 -100324.22333559784 -1508.6916032426814 -8294.2526154346961 3.0563226032459365 9291.6935610684486 -89407.25026045696 1043.6179446946999 45631.277734375006 48665.946547965119 10052.699659927557 87115.27159647338 -61510.931513073985 161125.22701526992 -24563.116319344899 -1616.3461602120224 -163172.03019662923 -135893.41184593024 4598.4927325253602 -6683.2606302148242 -68098.287246022213 22095.368630327499 -139017.37435267857 -35566.743061350651 -126764.00645948842 -46278.431757436163 -15190.935296433972 177433.07773437502 24384.700329137733
leaf_weight=34864 294 84 23 1780 195 4263593 528 101 5695 45 172 2440 71 98 55 109 893 89 43 4105 489 273 448 70 382 62 506 496 26 135
leaf_count=34864 294 84 23 1780 195 4263593 528 101 5695 45 172 2440 71 98 55 109 893 89 43 4105 489 273 448 70 382 62 506 496 26 135
internal_value=0 518.386 -4819 -3752.16 -18065.3 -4.47356 -1826 -38508.3 -985.051 5368.93 29322.4 594.668 -16525.2 -79728.3 75913.8 -3386.21 4918.87 -109895 -56057.9 -3260.3 -7019.38 -25021.6 -16916.9 -34342.2 -60655.8 -48301.5 -2493.87 -19816.3 563.913 49100.6
internal_weight=0 36946 2082 2059 279 4.28122e+06 17625 395 17230 4543 755 3788 1348 232 227 1116 964 187 152 12687 8582 1724 1451 1003 514 444 6858 1163 657 161
internal_count=4318164 36946 2082 2059 279 4281218 17625 395 17230 4543 755 3788 1348 232 227 1116 964 187 152 12687 8582 1724 1451 1003 514 444 6858 1163 657 161
is_linear=0
shrinkage=0.1


Tree=2472
num_leaves=31
num_cat=0
split_feature=0 3 4 1 1 1 6 1 3 3 4 5 6 5 5 3 0 3 0 1 3 2 0 5 3 3 0 1 4 0
split_gain=9.84026e+11 1.11059e+13 1.90216e+13 1.75128e+13 4.23969e+13 5.63407e+13 4.58793e+13 3.10286e+13 4.56834e+13 1.20087e+14 3.04979e+13 3.8284e+13 3.27768e+13 2.97075e+13 2.87052e+13 2.78026e+13 3.50083e+13 6.01508e+13 4.24073e+13 5.8112e+13 4.37307e+13 3.39923e+13 6.91387e+13 5.47159e+13 4.9672e+13 3.65824e+13 3.64898e+13 6.69315e+13 7.28502e+13 4.55546e+13
threshold=57.581016350000006 5.5000000000000009 7.5000000000000009 40.247294600000011 49.323301500000007 46.037218400000008 1.5000000000000002 39.925119750000007 12.500000000000002 11.500000000000002 3.5000000000000004 101.05000000000001 1.5000000000000002 81.00500000000001 61.845000000000006 12.500000000000002 57.641335050000002 13.500000000000002 59.755965500000009 39.767857750000005 18.500000000000004 6.5000000000000009 59.950068600000009 114.05000000000001 14.500000000000002 15.500000000000002 59.932719750000011 30.410108300000001 2.5000000000000004 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -7 15 9 10 11 -9 -12 -6 -11 -3 17 -17 19 -18 -21 22 23 24 26 -26 27 28 29 -20
right_child=1 3 -4 4 13 6 -8 8 -10 14 12 -13 -14 -15 -16 16 18 -19 21 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-19.071956379038067 806.30354363947743 -1315.1579828272311 74534.964665178573 7516.0486641090383 -32.61095909727301 36585.72955316717 154016.97350084462 -7600.1402228142242 -29628.186409744507 22034.718126209078 -16322.977065677967 -56178.805613175362 83304.533940104171 8855.2853913453346 65780.340285702652 86769.167970784518 -23403.333599470105 6919.7331945295227 14654.1612409511 4531.3232127937408 -24165.113613044148 -410.45032660377115 -777.07583176314427 39835.07885210291 -6178.1451875759112 4841.5942707602117 29152.362086969813 24877.207514988342 -45060.349350656703 -29948.946179306677
leaf_weight=3723780 163158 146569 35 4072 45690 330 37 7140 762 525 59 166 75 4098 210 96 1767 5457 1182 2735 659 141498 35615 459 3422 25175 1270 1494 345 284
leaf_count=3723780 163158 146569 35 4072 45690 330 37 7140 762 525 59 166 75 4098 210 96 1767 5457 1182 2735 659 141498 35615 459 3422 25175 1270 1494 345 284
internal_value=0 119.485 822.116 -146.441 1533.85 10898.2 48424.8 -388.154 -6210.19 -4027.38 -7836.81 -8703.9 39438.7 698.943 34533.5 -246.774 460.321 8300.17 258.683 -8697.02 -1040.55 478.003 2293.48 5545.17 5070.71 3522.94 14745.3 9209.21 -3716.24 6013.45
internal_weight=0 594384 163193 431191 54227 4439 367 376964 8937 8175 7440 7306 134 49788 735 368027 221458 5553 215905 5161 3394 210744 69246 33631 33172 28597 4575 3305 1811 1466
internal_count=4318164 594384 163193 431191 54227 4439 367 376964 8937 8175 7440 7306 134 49788 735 368027 221458 5553 215905 5161 3394 210744 69246 33631 33172 28597 4575 3305 1811 1466
is_linear=0
shrinkage=0.1


Tree=2473
num_leaves=31
num_cat=0
split_feature=1 4 5 5 1 5 0 1 3 1 3 5 2 3 1 5 5 1 0 3 3 3 0 0 0 1 1 1 0 0
split_gain=1.06802e+12 1.16762e+13 3.79085e+13 3.79017e+13 3.51542e+13 2.544e+13 5.63571e+13 9.491e+13 4.16398e+13 4.24988e+13 3.92056e+13 3.55632e+13 3.02312e+13 8.96121e+13 7.18103e+13 9.28088e+13 4.50628e+13 4.32012e+13 3.92516e+13 3.82323e+13 3.54188e+13 4.68315e+13 4.00595e+13 3.50114e+13 6.42385e+13 4.8003e+13 3.4652e+13 1.02866e+14 1.46565e+14 1.04082e+14
threshold=38.633372000000001 1.5000000000000002 87.00500000000001 85.91500000000002 37.475443250000005 46.010000000000012 44.732363600000006 37.832345550000007 7.5000000000000009 38.096381250000007 9.5000000000000018 51.015000000000008 6.5000000000000009 14.500000000000002 37.559851850000008 51.015000000000008 66.990000000000023 37.642309100000013 55.708120100000009 16.500000000000004 24.500000000000004 22.500000000000004 55.657530000000008 55.601678500000013 55.820531900000013 37.692869000000009 37.362912300000012 37.533784800000006 55.645049100000001 55.806974650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 8 12 -7 10 11 -10 -8 26 16 20 -15 18 -17 -20 21 -16 -22 -23 25 -25 -14 28 -28 -30
right_child=-2 -3 4 -5 -6 6 7 -9 9 -11 -12 -13 13 14 15 17 -18 -19 19 -21 22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-84.345264479715539 -32.444532823472592 337.55093544141982 24831.935203814508 -60100.216994030081 -20627.393520459944 384.59249849997104 -4452.7184874554914 -15185.346906153532 23114.336644019411 -55090.376115481951 13444.531660795978 75909.847182765152 7997.4245292855821 -8058.925153099708 554.91391871483324 14819.537182879705 18965.2013449386 21951.193569189087 211558.82988281251 77609.763737150497 -72778.318540039065 23536.737792154949 31857.524781923807 -188105.54913736982 -2372.8027179378096 -62190.32567644817 -9319.9379538092817 5633.3892967579231 163013.46792441525 14959.523332555971
leaf_weight=502981 3029015 734997 1024 106 204 2491 19863 6008 285 71 1122 231 4405 10919 1108 93 654 532 24 190 40 60 429 48 101 82 142 709 163 67
leaf_count=502981 3029015 734997 1024 106 204 2491 19863 6008 285 71 1122 231 4405 10919 1108 93 654 532 24 190 40 60 429 48 101 82 142 709 163 67
internal_value=0 76.2324 -270.366 -309.344 17280.1 -297.88 -2452.98 -3473.13 8631.94 20653.1 23936.2 46749.5 -1697.49 1071.26 -3102.11 11560.4 -6531.77 39188.9 69060.2 92632.1 -848.786 -8821.5 22933.4 -44522.8 -62200.5 -108682 11934.5 27977.9 70564.7 119885
internal_weight=0 1.28915e+06 554152 552924 1228 552818 49837 45637 4200 1709 1638 516 39629 19766 14280 2707 11573 839 307 214 1868 1399 469 291 231 130 5486 1081 372 230
internal_count=4318164 1289149 554152 552924 1228 552818 49837 45637 4200 1709 1638 516 39629 19766 14280 2707 11573 839 307 214 1868 1399 469 291 231 130 5486 1081 372 230
is_linear=0
shrinkage=0.1


Tree=2474
num_leaves=31
num_cat=0
split_feature=5 2 3 0 0 5 5 0 3 0 5 1 2 1 3 6 1 5 0 4 0 4 1 5 1 5 1 0 1 1
split_gain=1.12385e+12 5.15684e+12 1.13872e+13 1.98183e+13 1.88119e+13 1.83105e+13 3.09566e+13 2.72704e+13 1.68736e+13 2.50768e+13 1.37373e+13 1.28532e+13 1.05828e+13 3.06382e+13 3.47655e+13 3.4958e+13 2.49141e+13 2.03381e+13 2.07013e+13 1.93924e+13 2.16749e+13 1.65477e+13 1.44111e+13 1.40334e+13 2.61558e+13 2.45621e+13 2.28491e+13 1.60717e+13 1.53897e+13 4.60277e+13
threshold=100.05000000000001 20.500000000000004 22.500000000000004 54.725565150000001 45.022371150000005 225.45000000000002 114.05000000000001 45.047272400000004 23.500000000000004 55.812836050000008 109.05000000000001 37.436176200000013 19.500000000000004 82.933113850000026 24.500000000000004 1.5000000000000002 82.888608650000023 177.02500000000003 45.063245200000004 4.5000000000000009 45.053747000000008 2.5000000000000004 65.520339550000017 116.06000000000002 60.55755580000001 105.35000000000001 39.714575750000009 55.793358600000012 30.278357500000002 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 -3 6 -6 -8 9 -4 -11 -12 -2 16 15 -15 17 18 -14 20 -19 -20 23 24 28 -26 -25 -28 -23 -30
right_child=1 2 8 -5 5 -7 7 -9 -10 10 11 -13 13 14 -16 -17 -18 19 21 -21 -22 22 -24 26 25 -27 27 -29 29 -31
leaf_value=8.5812265801440173 -339.26788607262688 -30673.531853693185 -1607.9777305718044 3511.0877063447961 -4984.8627976190473 1103.1081597222224 200885.40307291667 54305.244886363638 3760.2374831915768 -16954.387717013888 -41471.206380208336 -138948.00005670363 -54125.984021326018 -8237.2743024553565 -55263.003182870372 136013.59210495721 -116785.29974218749 -6668.3685369318182 75496.304482886902 -29285.417175662878 124011.44720703126 -83126.525781250006 54182.389109584263 -44961.013326322114 -25056.629464285714 -174640.66372282611 108599.82063802083 11298.657367995691 127246.98650568182 -25458.412717914583
leaf_weight=4199349 114316 22 199 239 21 27 30 22 3019 36 24 31 148 28 27 42 25 22 21 33 30 33 28 52 21 23 24 58 22 192
leaf_count=4199349 114316 22 199 239 21 27 30 22 3019 36 24 31 148 28 27 42 25 22 21 33 30 33 28 52 21 23 24 58 22 192
internal_value=0 -303.291 3386.87 20251.3 53045.6 71463.8 97487.6 138871 1547.03 -21493.2 -64978.6 -96412.7 -420.907 -11678.7 41132.2 78313.2 -18676.9 -15207.7 -21477.6 30673.2 68723.8 -11283.6 -15306.5 -19884.6 -32215.4 -103248 6893.62 39777 -19561.8 -9759.73
internal_weight=0 118815 3670 361 122 100 73 52 3309 290 91 55 115145 829 97 70 732 707 622 85 52 474 453 425 291 44 134 82 247 214
internal_count=4318164 118815 3670 361 122 100 73 52 3309 290 91 55 115145 829 97 70 732 707 622 85 52 474 453 425 291 44 134 82 247 214
is_linear=0
shrinkage=0.1


Tree=2475
num_leaves=31
num_cat=0
split_feature=3 5 1 5 1 1 0 0 5 1 0 1 5 1 1 4 1 1 5 1 5 5 0 0 0 0 5 6 0 0
split_gain=9.59066e+11 9.71408e+12 9.97279e+12 1.12769e+13 1.02508e+13 1.88432e+13 1.72453e+13 1.12049e+13 1.00954e+13 1.00143e+13 9.52558e+12 9.69726e+12 8.66316e+12 8.50257e+12 7.75174e+12 7.71739e+12 8.43932e+12 7.37473e+12 1.1932e+13 7.2095e+12 7.11784e+12 9.20305e+12 6.53994e+12 6.34742e+12 2.58545e+13 9.93005e+12 1.40326e+13 8.85901e+12 6.36421e+12 7.77026e+12
threshold=1.5000000000000002 87.395000000000024 37.328003200000005 102.01000000000001 39.188277450000008 38.959914000000005 44.874285750000006 45.133160800000006 100.05000000000001 39.614024000000008 45.03656895000001 37.487839250000007 74.610000000000014 83.691301500000009 37.328003200000005 1.5000000000000002 39.767857750000005 104.38035940000002 83.010000000000005 91.398302750000013 114.05000000000001 98.020000000000024 45.040161900000008 56.24640500000001 56.028355650000009 57.814144100000007 99.555000000000021 1.5000000000000002 55.173809400000003 55.68356880000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 6 -4 -8 -7 -6 11 14 13 22 -1 -11 -17 19 -19 -14 21 -9 -12 24 27 26 -25 -18 -29 -30
right_child=-2 2 4 -5 9 8 7 20 -10 15 12 -13 17 -15 -16 16 23 18 -20 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=5907.8155005531507 3.1310063219603919 3640.4753450520834 87853.274348958337 -93299.72023437501 -62195.302604166667 123588.85535714286 -52274.903076171875 -1410.8946469907407 36160.937656250004 53014.357942708339 20053.43860166876 -6111.1216295841914 -9655.4012648281732 -5750.2619149748452 56668.661447217994 47742.660427517367 56260.500572916673 60062.382706100878 -29367.100875 -52630.68904344512 -33083.252812500003 85719.722336647741 1477.6391735155144 2585.8985954733457 118717.1931542969 23851.891084558825 -88954.050331439401 -3165.8989494582843 53749.252291666671 -15783.66471875
leaf_weight=113 4299188 30 24 20 21 28 35 27 25 36 193 4358 815 1726 41 45 30 37 25 41 20 22 10543 34 20 34 33 530 45 25
leaf_count=113 4299188 30 24 20 21 28 35 27 25 36 193 4358 815 1726 41 45 30 37 25 41 20 22 10543 34 20 34 33 530 45 25
internal_value=0 -709.358 8482.71 -35135.6 10591.9 32206.9 11444.8 -6187.95 82349.3 6005.39 -1266.27 -5239.64 73.6347 764.252 19422.1 7726.8 5678.62 -9301.61 24002.1 -11713.8 17189.5 37709 1811.57 3158.13 6782.09 -20164.3 -42500.9 3228.59 576.997 28916.1
internal_weight=0 18976 1084 50 1034 181 128 104 53 853 17892 4512 13380 12462 154 832 796 918 62 856 69 49 10736 751 650 101 67 630 600 70
internal_count=4318164 18976 1084 50 1034 181 128 104 53 853 17892 4512 13380 12462 154 832 796 918 62 856 69 49 10736 751 650 101 67 630 600 70
is_linear=0
shrinkage=0.1


Tree=2476
num_leaves=31
num_cat=0
split_feature=3 5 4 6 5 0 1 3 5 1 3 5 0 2 2 3 5 1 1 2 0 1 2 1 5 0 5 3 0 1
split_gain=9.51061e+11 7.25095e+12 2.42502e+13 2.29931e+13 2.59946e+13 4.92593e+13 2.78189e+13 5.38353e+13 9.36044e+13 4.45202e+13 4.62916e+13 4.79802e+13 4.16351e+13 6.75567e+13 6.87907e+13 4.05297e+13 3.9731e+13 3.03754e+13 8.0608e+13 6.2385e+13 3.1185e+13 5.84082e+13 2.91462e+13 3.75576e+13 1.05796e+14 7.6465e+13 4.24601e+13 4.37786e+13 2.79238e+13 2.77309e+13
threshold=10.500000000000002 74.610000000000014 2.5000000000000004 1.5000000000000002 81.910000000000011 60.052595500000002 82.940215400000014 11.500000000000002 79.730000000000018 82.91993380000001 12.500000000000002 79.730000000000018 53.355366400000001 9.5000000000000018 7.5000000000000009 14.500000000000002 75.015000000000015 37.457850350000008 37.692869000000009 4.5000000000000009 44.982728700000003 38.096381250000007 17.500000000000004 37.855187800000003 76.730000000000018 59.990816400000007 76.00500000000001 28.500000000000004 55.02863030000001 82.945329900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 8 -8 10 11 17 13 14 -9 -16 -11 -5 19 -19 21 -20 -12 24 26 -26 27 -24 -18 -14
right_child=1 2 -4 4 -6 -7 7 12 -10 16 22 -13 29 -15 15 -17 28 18 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=36.538066806155484 31.81449067040306 573.04880673354035 -95.892577523648924 39297.80203410823 -988.78216151060246 53592.826432777525 -30074.514130434785 -20148.822260076351 -284873.08008742559 49404.516827964071 -10426.726656873861 -19045.092847517939 -50715.371263976493 28589.662457845054 -15892.232656250002 -175885.03139391448 -50430.963460733605 22991.82421875 165717.18493923612 -187847.11545138891 3953.5968402110648 23692.560786066828 31421.531581841627 -6933.656480289309 113515.8693167771 -42836.197757975264 -128994.3510498047 -99446.356043198539 25086.367957694576 4229.6962392728628
leaf_weight=2688514 1368748 15158 214650 451 14032 134 46 88 21 267 12683 466 109 75 20 76 91 23 36 36 553 148 103 683 158 39 32 34 106 584
leaf_count=2688514 1368748 15158 214650 451 14032 134 46 88 21 267 12683 466 109 75 20 76 91 23 36 36 553 148 103 683 158 39 32 34 106 584
internal_value=0 -60.2787 -543.419 -2620.34 -4177.08 -6799.17 -7277.23 -23295 -109937 -6251.26 -7168.16 8332.32 -17197.3 -51405.3 -84012 -142553 24269.3 18563.2 6815.29 -105656 15819.1 51480 -9101.77 6917.67 32765.9 82562.9 -25281.5 -1056.63 -9797.27 -4412.46
internal_weight=0 1.62965e+06 260902 46252 31094 17062 16928 1019 67 15909 15445 1713 952 259 184 96 464 1247 796 59 737 184 13732 1049 366 197 169 137 197 693
internal_count=4318164 1629650 260902 46252 31094 17062 16928 1019 67 15909 15445 1713 952 259 184 96 464 1247 796 59 737 184 13732 1049 366 197 169 137 197 693
is_linear=0
shrinkage=0.1


Tree=2477
num_leaves=31
num_cat=0
split_feature=2 3 3 5 0 3 1 1 5 1 1 0 1 2 0 1 1 4 0 6 5 0 0 0 5 1 1 5 1 0
split_gain=9.98051e+11 7.97757e+12 1.39981e+13 1.59791e+13 1.04773e+13 9.50215e+12 1.1168e+13 2.19015e+13 3.38784e+13 1.09032e+13 2.16898e+13 1.21738e+13 1.2246e+13 1.75277e+13 2.09911e+13 1.04981e+13 1.04483e+13 9.43552e+12 9.4015e+12 9.56187e+12 9.00714e+12 8.92561e+12 7.53469e+12 3.15995e+13 5.47227e+13 5.47806e+13 5.07134e+13 4.36851e+13 4.16926e+13 1.00483e+14
threshold=5.5000000000000009 32.500000000000007 29.500000000000004 128.92000000000004 55.455204450000004 31.500000000000004 37.692869000000009 37.582182450000005 56.205000000000005 37.737121850000008 37.855187800000003 55.657530000000008 37.457850350000008 2.5000000000000004 55.806974650000008 37.475443250000005 37.726745000000001 2.5000000000000004 55.695992150000002 1.5000000000000002 70.00500000000001 47.297889100000013 60.017447350000005 59.963407450000012 38.010000000000012 30.434657650000002 30.207352000000004 114.05000000000001 30.102666750000001 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 5 -3 6 7 15 -9 11 -11 -7 -13 14 -14 17 -8 -4 19 -6 -15 -18 23 -1 -25 26 28 -28 29 -26
right_child=-2 4 3 -5 18 9 16 8 -10 10 -12 12 13 20 -16 -17 21 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-30.834456709113461 55.845578374279768 -38007.061475513379 -7342.9029575892855 72517.224259440103 21006.885254839868 -45003.40376852965 36541.546683517161 -29471.684153723341 -160084.57155172413 -117588.22109375001 -8647.783733785378 -8866.3549810907643 112298.32354651164 2290.5512339154411 -6058.0492527173919 -30415.390481648403 -74577.393750000003 59351.727347656248 3232.4493507871734 -41125.806550480775 57997.831071428576 -8335.176860752812 911.50517730099205 3937.3825375726478 -50224.530165626726 12399.880997345754 -9270.8551676942861 20996.935000279591 21366.479762388459 20679.519460263735
leaf_weight=2364193 1838026 54 140 24 523 39 51 63 29 20 212 157 43 170 23 226 21 25 1929 26 35 648 80436 7912 339 1560 19174 489 1090 487
leaf_count=2364193 1838026 54 140 24 523 39 51 63 29 20 212 157 43 170 23 226 21 25 1929 26 35 648 80436 7912 339 1560 19174 489 1090 487
internal_value=0 -41.3871 -47.1205 -8569.05 5568.86 -9592.22 -14980 -26743.8 -70643.1 -319.649 -18039.2 8483.21 13357 26231.8 71052.9 -16414.6 -7088.47 2762.34 6518.45 18064.4 11801.6 -10414.5 -40.4907 -72.4602 -3241.8 -5696.61 -7004.85 -8518.12 8525.19 -8420.33
internal_weight=0 2.48014e+06 2.47761e+06 1926 2532 1902 1203 483 92 699 232 467 428 271 66 391 720 165 2478 549 205 669 2.47568e+06 2.39524e+06 31051 23139 21579 19663 1916 826
internal_count=4318164 2480138 2477606 1926 2532 1902 1203 483 92 699 232 467 428 271 66 391 720 165 2478 549 205 669 2475680 2395244 31051 23139 21579 19663 1916 826
is_linear=0
shrinkage=0.1


Tree=2478
num_leaves=31
num_cat=0
split_feature=0 5 1 1 5 1 1 1 1 1 5 1 3 0 1 1 1 1 1 5 3 1 1 5 2 5 1 3 5 3
split_gain=1.22994e+12 4.9788e+12 9.33716e+12 2.71417e+13 6.06563e+12 4.56796e+12 4.44083e+12 1.46926e+13 2.77914e+13 2.51631e+13 2.34615e+13 1.68121e+13 1.51237e+13 1.5562e+13 1.05135e+14 4.94729e+13 1.93877e+13 7.95244e+13 2.26777e+13 1.50132e+13 1.18704e+13 1.17744e+13 2.45117e+13 2.28572e+13 2.18737e+13 2.17327e+13 1.58587e+13 1.55719e+13 1.22984e+13 1.6519e+13
threshold=61.785186750000001 125.85000000000001 34.359746700000009 49.964253350000007 142.05000000000004 30.578016350000002 114.17164950000002 59.76223980000001 61.880021000000006 57.550671000000001 86.02500000000002 54.845880150000006 4.5000000000000009 63.563300600000012 65.659480050000013 113.46563545000002 65.659480050000013 84.920232800000022 86.192907650000009 49.995000000000012 2.5000000000000004 52.395917250000004 40.810045900000013 67.520000000000024 1.5000000000000002 61.020000000000003 49.964253350000007 3.5000000000000004 82.00500000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 7 9 -9 11 12 21 -10 14 -14 -16 19 -18 -19 -15 -8 22 24 26 28 -26 -24 -27 -7 -30
right_child=1 2 3 4 -6 6 20 8 10 -11 -12 -13 13 16 15 -17 17 18 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=4.4406395993246619 -39109.333193674393 -33116.923730468749 113238.43590382543 40474.184888392861 -8989.3255882352951 -7801.285535515497 -9980.4469122350565 -28778.699316724142 11485.623902518533 16985.098383881959 -50820.951088440539 -10992.99325533135 122444.00382965687 -881.51433754433037 -76588.454365361205 -13588.53956403295 68230.412416911262 -71659.920590277776 338.30966989259991 -20439.414949428741 4415.4822306436463 4157.0425173607582 -43102.893971443176 -53843.96956649288 -323.11513442682644 -17433.786587867511 -6438.6329806793892 14288.002072584271 -3916.7926011029413 -104848.52707913307
leaf_weight=4288474 31 32 29 35 85 1858 676 480 660 841 103 1462 51 860 154 654 181 45 1572 722 3751 5193 128 124 6388 169 1506 1835 34 31
leaf_count=4288474 31 32 29 35 85 1858 676 480 660 841 103 1462 51 860 154 654 181 45 1572 722 3751 5193 128 124 6388 169 1506 1835 34 31
internal_value=0 -641.414 15893.2 26418.9 5437.53 -742.833 -702.485 -1218.46 -5794.1 63.3492 -3588.46 -696.539 -2595.41 -4787.78 -16806.6 -25595.9 -1733.29 5370.87 -1665.35 -9807.43 2217.23 175.314 -1537.36 -12451.9 322.816 2527.18 -9310.74 11612.9 -9297.07 -52053.5
internal_weight=0 29690 181 149 120 29509 29478 25051 5482 19569 5002 18728 4899 4239 859 808 3380 1798 1617 1582 4427 17266 12073 1758 10315 8392 1634 2004 1923 65
internal_count=4318164 29690 181 149 120 29509 29478 25051 5482 19569 5002 18728 4899 4239 859 808 3380 1798 1617 1582 4427 17266 12073 1758 10315 8392 1634 2004 1923 65
is_linear=0
shrinkage=0.1


Tree=2479
num_leaves=31
num_cat=0
split_feature=5 0 0 4 2 0 1 1 3 5 5 2 3 0 3 1 2 3 5 3 1 3 2 5 5 3 5 2 2 0
split_gain=9.96735e+11 5.03344e+12 2.95447e+13 1.94697e+13 2.98917e+13 1.37783e+13 1.20226e+14 5.54214e+13 3.96194e+13 3.28773e+13 3.16738e+13 2.14761e+13 1.72532e+13 1.48781e+13 4.30593e+13 2.63397e+13 3.15632e+13 2.22511e+13 2.70002e+13 1.85985e+13 1.41678e+13 1.14316e+13 1.84073e+13 1.13576e+13 1.81501e+13 2.21848e+13 1.06177e+13 1.60266e+13 4.73813e+13 6.84286e+13
threshold=100.05000000000001 45.091904500000005 45.112033650000008 3.5000000000000004 3.5000000000000004 45.084117700000007 38.984911950000004 39.036172050000012 15.500000000000002 103.45000000000002 132.05000000000004 21.500000000000004 16.500000000000004 45.070824200000011 12.500000000000002 41.900971000000006 8.5000000000000018 3.5000000000000004 116.06000000000002 6.5000000000000009 38.996948700000011 25.500000000000004 13.500000000000002 110.05000000000001 150.04500000000004 5.5000000000000009 114.05000000000001 19.500000000000004 17.500000000000004 45.03656895000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 13 10 12 -9 -10 -7 -11 23 21 15 16 17 -15 19 -19 -16 26 -23 -8 25 -25 27 28 -2 -30
right_child=1 2 -4 -5 -6 6 7 8 9 11 -12 -13 -14 14 20 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=8.0813688502551013 3230.2426866884134 -4072.5280192803898 -502.47181610438651 9374.3006254155589 -73080.237956608951 201453.07594116213 -23128.652885485713 152479.79622395834 125573.32356770833 -24755.698968780176 47325.273828125006 89922.574521484377 34446.421744791667 79433.415120967751 -93781.049024705775 -93130.110300925924 109170.69030172413 -16175.250725574029 -51595.487624838919 54277.118365036236 -24559.60651855469 -105580.54375000001 10294.838362068966 -20729.871744791668 8289.8945521763399 -140252.56672585229 -625.56459831727454 -23725.172646814615 92353.883775995826 -18356.585686990489
leaf_weight=4199349 8743 109 94870 94 148 40 94 27 24 89 20 20 30 31 77 27 29 82 97 69 48 26 29 24 21 44 13462 207 142 92
leaf_count=4199349 8743 109 94870 94 148 40 94 27 24 89 20 20 30 31 77 27 29 82 97 69 48 26 29 24 21 44 13462 207 142 92
internal_value=0 -285.625 -609.614 -29568.7 -43812.4 1021.94 18695.8 -2437.89 42036.9 19616.2 150077 -3713.81 -35846.2 691.521 -17113.3 1575.71 9877.84 -442.924 -10427.5 16018.2 -67200 1052.31 -44482.6 -47369.6 -72972.4 -98068.1 1162.9 3784.45 4418.79 48826.7
internal_weight=0 118815 95221 351 257 23594 433 373 160 133 60 109 213 23161 460 335 308 279 248 151 125 22701 55 183 89 68 22646 9184 8977 234
internal_count=4318164 118815 95221 351 257 23594 433 373 160 133 60 109 213 23161 460 335 308 279 248 151 125 22701 55 183 89 68 22646 9184 8977 234
is_linear=0
shrinkage=0.1


Tree=2480
num_leaves=31
num_cat=0
split_feature=5 5 4 0 3 0 5 3 1 1 3 6 1 0 3 0 0 1 1 1 0 3 3 1 1 2 4 0 1 0
split_gain=1.05639e+12 1.97152e+13 1.29947e+13 3.42449e+13 2.62138e+13 1.80634e+13 1.34235e+13 2.30393e+13 2.81549e+13 2.40711e+13 2.246e+13 2.21156e+13 1.96406e+13 2.02507e+13 1.91729e+13 1.85528e+13 2.4208e+13 2.59555e+13 3.90396e+13 3.42447e+13 2.71386e+13 2.50409e+13 2.24839e+13 2.61852e+13 2.16549e+13 2.00508e+13 2.63131e+13 1.82636e+13 1.82193e+13 1.81879e+13
threshold=71.00500000000001 70.00500000000001 1.5000000000000002 45.022371150000005 4.5000000000000009 55.061033200000004 70.50500000000001 13.500000000000002 30.323743050000001 30.259484550000003 14.500000000000002 1.5000000000000002 37.214886200000009 59.916647550000008 16.500000000000004 59.963407450000012 59.916647550000008 37.475443250000005 37.889331900000009 35.911716050000003 55.745923000000012 17.500000000000004 14.500000000000002 37.737121850000008 37.692869000000009 5.5000000000000009 2.5000000000000004 59.939091550000008 60.837513500000007 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -4 9 -9 -10 15 13 -12 -11 16 17 19 22 25 -21 27 23 -19 29 26 -8 -18 -20 -24
right_child=-2 2 6 4 5 -7 11 8 10 14 12 -13 -14 -15 -16 -17 21 18 28 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1967131433036617 116.63895477817901 100608.17177269346 -1992.9362162975767 101757.24474158655 25326.49672420726 -22307.491968790691 -35204.132952052525 -12971.611955132887 -38245.596808212103 -119980.04733434311 41822.39258961397 -3473.7624988661373 -10032.597227296101 -16769.627388509118 -37594.433286830361 -26349.24068356707 103020.84062212775 37495.047280521714 -1845.0180053380516 -10810.480236785736 -57968.052745472305 -14352.514714843752 15784.505568609024 122669.60255878157 -8133.0476063603946 28166.420623319893 55885.547808689022 19150.220368303573 17215.298711919517 72899.085969289154
leaf_weight=3633634 658145 42 5407 26 136 192 140 107 261 57 153 12623 2902 96 56 183 68 118 1674 398 176 50 133 52 161 279 41 42 716 96
leaf_count=3633634 658145 42 5407 26 136 192 140 107 261 57 153 12623 2902 96 56 183 68 118 1674 398 176 50 133 52 161 279 41 42 716 96
internal_value=0 -20.974 -2744.62 15233.8 5104.67 -2556.81 -3018.57 -6130.73 -12290.7 -46964.2 -10055 -1358.93 -7719.98 19232.7 -79151.8 4810.6 6186.62 4654.94 9433.58 -8978.52 -25269.9 44325.6 33199 63548.4 19969.8 11350.3 -14570.6 70997.5 3865.1 39727.7
internal_weight=0 3.66002e+06 26385 396 354 328 25989 9039 3632 220 3412 16950 3151 249 113 4327 4144 3984 2950 1034 574 160 560 170 390 460 181 110 2390 229
internal_count=4318164 3660019 26385 396 354 328 25989 9039 3632 220 3412 16950 3151 249 113 4327 4144 3984 2950 1034 574 160 560 170 390 460 181 110 2390 229
is_linear=0
shrinkage=0.1


Tree=2481
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 3 3 1 3 1 1 0 0 5 0 6 3 5 3 1 1 0 3 1 5 0 0 0 0 3
split_gain=9.94156e+11 1.46331e+13 2.91072e+13 2.93053e+13 4.20499e+13 5.80288e+13 5.98599e+13 1.23449e+14 7.69186e+13 7.47321e+13 7.93378e+13 1.01883e+14 9.99484e+13 8.47715e+13 4.27157e+13 5.74227e+13 5.49566e+13 7.19856e+13 5.28688e+13 5.038e+13 7.79761e+13 5.85428e+13 5.11451e+13 4.38866e+13 4.19568e+13 4.077e+13 3.90966e+13 2.31668e+14 3.44557e+13 3.08659e+13
threshold=66.50500000000001 64.020000000000024 37.889331900000009 55.885524800000006 59.820733200000006 9.5000000000000018 8.5000000000000018 30.388336800000001 6.5000000000000009 30.278357500000002 30.346469350000003 59.916647550000008 59.950068600000009 65.045000000000016 59.916647550000008 1.5000000000000002 13.500000000000002 64.405000000000015 17.500000000000004 30.362552800000003 30.305955500000003 60.035045000000004 17.500000000000004 30.207352000000004 65.50500000000001 59.846652800000008 59.904813200000007 59.939091550000008 60.052595500000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 29 6 8 26 25 -10 11 24 13 -13 15 18 28 19 -7 20 -18 22 -22 -19 -11 -6 -8 -28 -16 -5
right_child=-2 2 -4 4 5 14 7 -9 9 10 -12 12 -14 -15 16 -17 17 23 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=14.441339510980155 98.201878054452067 -6279.5233767932023 -145.67873704908652 16050.672193962091 -125363.8603515625 -58759.014888542741 -32658.551922510851 -1306.6033675683852 -14733.470187114197 113688.66063326324 -3510.586863469503 111378.03783482144 39919.178178879316 366917.03789062501 27714.538324495748 3819.8021272578626 8750.7968609845193 38282.337791434889 -8909.0694358231958 -5484.7252759778821 40664.413955965916 12166.248608398439 218518.82017802258 -11733.304034800869 -56168.439879261365 -10990.650760323661 -281146.55493749998 -51353.631022771908 -18913.947427180625 -1647.6493101529659
leaf_weight=3370694 832217 18502 83229 2286 32 363 316 757 162 26 83 21 29 34 1382 1253 108 191 514 148 22 32 61 2153 33 1197 50 358 179 1732
leaf_count=3370694 832217 18502 83229 2286 32 363 316 757 162 26 83 21 29 34 1382 1253 108 191 514 148 22 32 61 2153 33 1197 50 358 179 1732
internal_value=0 -23.4442 -1131.45 -3693.41 -154.872 -3780.75 -15017 -29541.6 -1714 37102.9 74259.9 119399 190140 269348 1653.2 -9916.7 7416.5 -1179.72 -29542.5 39749.1 69769.8 127075 171377 -7657.8 18683.8 -13968.6 -59063.6 -79514.5 22367.6 8421.63
internal_weight=0 3.48595e+06 115253 32024 13522 9504 3098 1481 1617 388 226 143 84 55 6406 2130 4276 2715 877 371 223 115 83 2344 59 1229 724 408 1561 4018
internal_count=4318164 3485947 115253 32024 13522 9504 3098 1481 1617 388 226 143 84 55 6406 2130 4276 2715 877 371 223 115 83 2344 59 1229 724 408 1561 4018
is_linear=0
shrinkage=0.1


Tree=2482
num_leaves=31
num_cat=0
split_feature=1 4 5 0 3 2 3 6 5 0 0 0 0 0 3 3 3 3 5 5 3 0 1 5 2 1 5 3 5 5
split_gain=1.06561e+12 1.07265e+13 3.1001e+13 3.07699e+13 3.73092e+13 3.82062e+13 3.27143e+13 4.57538e+13 3.01868e+13 2.44805e+13 5.63033e+13 1.48616e+14 5.57159e+13 5.55216e+13 7.44029e+13 4.62492e+13 4.48525e+13 3.08813e+13 5.46148e+13 3.60672e+13 2.9427e+13 5.73223e+13 6.1826e+13 3.28588e+13 3.52884e+13 5.05735e+13 3.12303e+13 3.11894e+13 2.75849e+13 2.71274e+13
threshold=38.633372000000001 1.5000000000000002 87.00500000000001 55.975961550000008 11.500000000000002 6.5000000000000009 20.500000000000004 1.5000000000000002 85.91500000000002 55.193434200000006 54.970187400000007 55.099723300000008 55.416472000000006 55.160271200000004 21.500000000000004 3.5000000000000004 5.5000000000000009 9.5000000000000018 114.05000000000001 81.00500000000001 7.5000000000000009 55.388132500000005 37.792847950000002 81.00500000000001 4.5000000000000009 36.761894450000007 81.00500000000001 5.5000000000000009 64.805000000000021 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 5 -5 -4 -8 -1 10 -3 15 20 14 16 -12 -13 19 -19 -18 27 23 -23 -22 29 -26 -24 -11 -15 -25
right_child=-2 9 3 4 -6 -7 7 -9 -10 12 11 13 -14 28 -16 -17 17 18 -20 -21 21 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=-281.07486999227325 -32.407939438635317 -539.65479272470327 -19732.116615685096 35944.504872779326 8553.27899807022 122960.27921042521 -41994.047842261905 154813.87777777779 -53651.071308409497 4047.7423533714 -15650.143842491738 -6560.42552066806 455.41935075635814 -11951.694167518617 -112528.87342275945 -57117.01553681583 26866.800436734124 11087.788775387504 -151974.39676339287 99489.484508504742 20875.125706117979 -2786.7310739536188 34973.742131912797 40835.079980468756 30549.714265625 131633.39476442922 142522.75361979168 -50993.808569568457 -50264.190627872245 -81454.896664663465
leaf_weight=552818 3029015 111354 325 292 502 61 21 27 106 5273 416 1311 608707 608 53 761 509 938 21 79 1895 2111 270 60 100 98 30 105 272 26
leaf_count=552818 3029015 111354 325 292 502 61 21 27 106 5273 416 1311 608707 608 53 761 509 938 21 79 1895 2111 270 60 100 98 30 105 272 26
internal_value=0 76.1465 -256.058 15615 26070.3 50981.2 -8350.77 68710.4 -291.306 326.612 -1004.36 -11420.3 576.858 -1783.03 4870.84 -42460.9 7047.95 18580.3 7517.08 36623.9 7992.66 13874 3250.02 25629 57349.7 80581 45728.6 2973.11 -23793.7 3863.69
internal_weight=0 1.28915e+06 554152 1228 855 353 373 48 552924 734997 116322 4968 618675 3791 2911 1177 2858 1547 959 588 9968 4590 2411 2179 284 198 300 5378 880 86
internal_count=4318164 1289149 554152 1228 855 353 373 48 552924 734997 116322 4968 618675 3791 2911 1177 2858 1547 959 588 9968 4590 2411 2179 284 198 300 5378 880 86
is_linear=0
shrinkage=0.1


Tree=2483
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 5 3 5 4 5 6 5 3 2 3 5 1 1 1 1 5 1 3 1 5 5 5 5 5 4
split_gain=1.03621e+12 9.05562e+12 1.36358e+14 5.95042e+13 6.12914e+13 6.0081e+13 5.04012e+13 7.90987e+13 4.34485e+13 4.28632e+13 3.99418e+13 3.93974e+13 2.74676e+13 2.3592e+13 2.85742e+13 1.92981e+13 1.91694e+13 1.71059e+13 3.20014e+13 2.19824e+13 2.08452e+13 1.84522e+13 2.96834e+13 1.77916e+13 1.77127e+13 1.70552e+13 2.03976e+13 1.5522e+13 1.50052e+13 1.29541e+13
threshold=54.811549550000009 54.864040150000001 83.093115700000013 9.5000000000000018 8.5000000000000018 82.00500000000001 4.5000000000000009 63.855000000000011 2.5000000000000004 70.00500000000001 1.5000000000000002 60.905000000000008 3.5000000000000004 4.5000000000000009 15.500000000000002 41.505000000000003 82.991167100000027 38.422276900000007 56.022377500000012 37.597123000000003 97.050000000000011 38.633372000000001 2.5000000000000004 37.342273500000012 77.00500000000001 142.05000000000004 118.33500000000002 46.405000000000008 56.005000000000003 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 6 8 10 -8 11 29 -4 13 -12 -5 -15 16 -2 19 21 23 -21 -19 -23 -17 -24 26 -20 -14 -29 -6
right_child=1 -3 3 5 9 -7 7 -9 -10 -11 12 -13 27 14 -16 17 -18 18 25 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=75.648185666799563 -3129.0366116776891 -19.117219668905285 -97402.011791087978 106268.71484375 -26131.978973508965 184777.4230840774 54317.526518147788 256758.4024456522 -76896.740013586954 -161479.3822949219 -39377.981317349142 150637.37814316861 20445.363152091737 -92897.719460227279 51015.495026129647 -12842.854990791475 12700.546236377431 -10252.852596494035 -6672.388781820564 9716.9533616290264 -90848.395517113095 8572.7002087063265 -37161.219878557909 -87230.198675685984 -102724.43750887785 -74371.024472633566 74638.005418346773 96339.739108845344 38346.603592602674 19084.48236466225
leaf_weight=1275761 4517 3026251 27 30 176 42 120 23 23 20 58 43 403 22 37 149 921 647 6472 1114 21 144 649 41 44 37 31 59 183 99
leaf_count=1275761 4517 3026251 27 30 176 42 120 23 23 20 58 43 403 22 37 149 921 647 6472 1114 21 144 649 41 44 37 31 59 183 99
internal_value=0 -31.7213 -2393.23 27848.1 19273.3 78686.9 32589.6 86877.9 49939.8 -20133.7 21955 72040.1 26539.2 34066.1 -2647.06 -5184.83 -448.079 -7940.04 -9678.25 2586.3 7856.27 -22935.7 -32739.6 -28894.9 -41324 -6669.98 -6284.78 32466.6 52485.4 -9854.05
internal_weight=0 3.0424e+06 16152 1365 1168 197 873 143 155 295 730 132 703 89 59 14787 5438 9349 8024 1325 1135 1484 837 190 693 6540 6503 645 242 275
internal_count=4318164 3042403 16152 1365 1168 197 873 143 155 295 730 132 703 89 59 14787 5438 9349 8024 1325 1135 1484 837 190 693 6540 6503 645 242 275
is_linear=0
shrinkage=0.1


Tree=2484
num_leaves=31
num_cat=0
split_feature=5 5 1 2 3 0 2 0 3 1 1 1 2 2 1 1 2 0 1 0 3 0 0 0 3 1 1 1 0 1
split_gain=1.05283e+12 4.8297e+12 2.84734e+13 5.74021e+13 4.48809e+13 2.6461e+13 2.52175e+13 4.67232e+13 1.98609e+13 1.92522e+13 1.54979e+13 6.05077e+13 1.84244e+13 1.5965e+13 1.53654e+13 3.35464e+13 3.45013e+13 2.82712e+13 2.55472e+13 2.34039e+13 2.30633e+13 1.90547e+13 2.38456e+13 2.13178e+13 3.2681e+13 1.45832e+13 1.37144e+13 3.726e+13 1.3557e+13 1.33854e+13
threshold=100.05000000000001 101.05000000000001 39.863684800000009 10.500000000000002 14.500000000000002 58.242297500000006 11.500000000000002 55.039751500000008 3.5000000000000004 30.207352000000004 30.315880100000005 30.332994000000003 5.5000000000000009 1.5000000000000002 37.642309100000013 30.502469200000004 8.5000000000000018 59.896318000000008 37.692869000000009 55.834684950000003 21.500000000000004 45.029420750000007 45.091904500000005 44.982728700000003 19.500000000000004 37.436176200000013 82.945329900000004 82.959896850000021 45.029420750000007 38.950530550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 26 7 -5 28 -6 12 -12 -11 -13 15 17 19 -15 -16 20 -17 23 29 24 -20 -21 -4 -28 -2 -23
right_child=1 -3 3 6 9 -7 -8 -9 -10 10 11 13 -14 14 18 16 -18 -19 21 25 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.3056747920043286 48507.879436383926 -158.79457333979639 -21673.158952752099 193096.84953613282 -85080.436828613281 71903.056877367417 13943.502750916125 14873.438013980265 22166.603787992997 -34822.515755208333 -166710.26170247397 76170.919565217395 64395.633183913938 89075.817246547973 113244.86775390625 -353.8568623621324 -65877.833251953125 -10828.480289909639 108882.45349864132 -80744.245800781253 110655.37327473958 73973.768527560766 -13913.249362404116 -57210.417379127364 -57929.472395833342 19168.555319940479 103151.53539733887 -10611.486258370536 -41323.204214622863 17682.065798163658
leaf_weight=4199349 21 113734 1825 24 32 33 307 38 1098 27 24 23 61 43 20 85 192 83 23 48 24 54 248 106 24 21 32 287 84 194
leaf_count=4199349 21 113734 1825 24 32 33 307 38 1098 27 24 23 61 43 20 85 192 83 23 48 24 54 248 106 24 21 32 287 84 194
internal_value=0 -293.552 -3310 -10779.7 4192.15 -16961.6 25691.5 83863.1 18193.2 -8452.96 -6566.75 -9508.82 33953.7 -6333.04 -7961.87 -21299.6 -36475.9 23265.8 1926.76 -4761.42 24088.5 -1503.69 8012.94 -32355 23701.9 -50336 -18329.4 800.478 -23357 29939.1
internal_weight=0 118815 5081 2546 2535 2177 369 62 1203 1332 1300 1212 88 1188 1165 496 370 126 669 178 109 649 496 153 47 69 2144 319 105 248
internal_count=4318164 118815 5081 2546 2535 2177 369 62 1203 1332 1300 1212 88 1188 1165 496 370 126 669 178 109 649 496 153 47 69 2144 319 105 248
is_linear=0
shrinkage=0.1


Tree=2485
num_leaves=31
num_cat=0
split_feature=0 5 3 5 5 2 4 5 1 5 5 3 1 6 6 5 4 5 5 5 3 3 2 2 2 5 3 3 1 3
split_gain=9.9281e+11 4.03101e+12 8.97782e+12 2.89575e+13 1.51522e+13 9.72905e+12 1.22599e+13 4.10933e+12 5.67851e+12 4.90214e+12 7.29473e+12 3.82422e+12 9.57834e+12 5.32747e+12 4.06997e+12 7.45254e+12 1.13437e+13 8.08288e+12 1.77969e+13 1.74479e+13 1.02864e+13 1.35952e+13 7.2954e+12 1.0298e+13 6.38463e+12 6.072e+12 1.14305e+13 5.48553e+12 5.42262e+12 1.07785e+13
threshold=61.785186750000001 125.85000000000001 4.5000000000000009 142.05000000000004 161.85000000000002 3.5000000000000004 3.5000000000000004 118.33500000000002 53.664171200000006 112.04500000000002 110.05000000000001 17.500000000000004 34.359746700000009 1.5000000000000002 1.5000000000000002 83.010000000000005 2.5000000000000004 69.610000000000014 68.52500000000002 72.705000000000013 6.5000000000000009 9.5000000000000018 8.5000000000000018 4.5000000000000009 3.5000000000000004 58.995000000000012 10.500000000000002 7.5000000000000009 114.17164950000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 -3 -5 -7 9 -9 10 11 14 -13 -14 15 16 -2 18 24 20 -19 -22 23 -17 27 -26 -27 -18 -16 -30
right_child=1 2 3 5 -6 6 -8 8 -10 -11 -12 12 13 -15 28 22 17 19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=3.9896719331411448 964.7033493813417 -86053.238578869059 100743.68114733574 -44767.47123664408 20831.248866102433 -29805.583780570654 68728.385728236608 6741.7737413194445 -55529.305035400394 26403.768228194964 -53621.394260817317 45848.152122961961 -14355.14149535242 -59672.924414062501 -1504.6516112103031 -12673.470474646227 -29185.967989309211 30226.240900985053 113366.43977581522 28742.281306091812 -76956.070790816331 13667.435015625 23107.488371394233 -89509.478230168286 7777.4272743830606 79538.021567563657 15056.053896658761 22156.69681900688 -9072.0436566526496 4834.3174849248689
leaf_weight=4288474 1978 21 39 34 36 23 28 27 32 67 26 23 137 32 22599 53 38 23 23 121 49 25 26 26 63 54 56 46 670 3315
leaf_count=4288474 1978 21 39 34 36 23 28 27 32 67 26 23 137 32 22599 53 38 23 23 121 49 25 26 26 63 54 56 46 670 3315
internal_value=0 -576.275 14301.6 29401.4 -18547.2 -3332.09 24291.5 -667.532 -27032.4 -614.712 -676.321 -629.43 -14696.3 -22936 -536.825 3254.41 4360.98 17850.6 29091.9 3412.19 -28185.1 -46340 -22839.5 -37961.3 21549.8 32532.8 46710.8 -1069.75 -904.91 2496.23
internal_weight=0 29690 181 124 57 85 51 29509 59 29450 29383 29357 192 169 29165 2581 2476 498 280 218 97 74 105 79 257 173 110 84 26584 3985
internal_count=4318164 29690 181 124 57 85 51 29509 59 29450 29383 29357 192 169 29165 2581 2476 498 280 218 97 74 105 79 257 173 110 84 26584 3985
is_linear=0
shrinkage=0.1


Tree=2486
num_leaves=31
num_cat=0
split_feature=1 0 0 5 5 0 5 0 3 3 2 2 3 0 0 2 5 3 2 4 6 6 5 0 2 2 5 1 0 3
split_gain=9.87766e+11 5.81256e+12 6.64481e+12 5.94297e+12 1.2862e+13 1.1114e+13 9.11816e+12 6.68131e+12 6.57652e+12 6.38487e+12 7.09251e+12 6.31551e+12 6.30461e+12 5.86117e+12 7.52005e+12 6.9851e+12 5.83606e+12 9.71205e+12 2.12658e+13 1.34742e+13 4.2303e+13 2.67e+13 4.55987e+13 1.21701e+13 1.14582e+13 1.31297e+13 8.22872e+12 2.92306e+13 2.8776e+13 5.3028e+13
threshold=28.619594500000002 59.609407350000005 60.693675950000006 38.610000000000007 38.905000000000008 54.648549400000007 32.005000000000003 54.648549400000007 7.5000000000000009 9.5000000000000018 7.5000000000000009 7.5000000000000009 21.500000000000004 57.692655200000004 54.945614000000006 1.5000000000000002 161.85000000000002 12.500000000000002 6.5000000000000009 4.5000000000000009 1.5000000000000002 1.5000000000000002 225.45000000000002 54.725565150000001 3.5000000000000004 8.5000000000000018 132.05000000000004 20.507360500000004 54.725565150000001 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 9 -6 7 -1 13 10 -5 -10 16 14 -9 -15 26 18 19 20 -18 -21 -23 -22 -19 -26 -7 -28 29 -29
right_child=-2 2 -4 4 5 12 -8 8 11 -11 -12 -13 -14 15 -16 -17 17 24 -20 21 23 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=60308.296409971095 -4.4430143624527076 -36112.063339887347 21739.007361778848 25123.03244918432 -31212.003024605729 1063.8912240616642 -4820.5065672485016 -6224.2902062134908 16860.804640790451 -5567.7454122340423 77615.335606060617 -2560.4493072509767 -44747.719648437502 -16648.211116263792 -47147.841192157452 14949.321955683126 -111267.32286931819 81423.591331845251 -94101.874553571441 31944.121452702704 17352.266129032258 -160169.61938476562 4990.2770982142865 94090.643457031256 -68516.630282738101 27949.155595930235 -4344.2356860871014 210370.62675000002 102.39708488805971 38624.149291992188
leaf_weight=21 4281218 84 26 117 107 30094 4141 329 484 47 33 256 30 97 52 251 22 21 35 37 62 32 35 31 21 43 282 25 67 64
leaf_count=21 4281218 84 26 117 107 30094 4141 329 484 47 33 256 30 97 52 251 22 21 35 37 62 32 35 31 21 43 282 25 67 64
internal_value=0 514.846 -22438.2 583.389 1122.96 961.134 -2406.71 4301.71 3501.07 26594 36671.3 10142.1 1072.54 -3240.16 -11809.7 6141.96 1117.07 -11931.5 -21723 -10155.6 13432.8 -36238.8 -73892.1 42931.7 17327.8 -3703.68 1261.95 14869.9 49603 86867.5
internal_weight=0 36946 110 36836 31205 31008 5631 1490 1469 197 150 740 30901 729 381 348 30871 339 254 219 115 104 67 93 85 64 30532 438 156 89
internal_count=4318164 36946 110 36836 31205 31008 5631 1490 1469 197 150 740 30901 729 381 348 30871 339 254 219 115 104 67 93 85 64 30532 438 156 89
is_linear=0
shrinkage=0.1


Tree=2487
num_leaves=31
num_cat=0
split_feature=4 1 1 2 2 1 5 1 5 5 1 5 5 2 3 1 1 5 0 1 3 3 5 0 0 3 0 1 0 3
split_gain=9.56114e+11 5.01495e+12 1.88747e+13 2.982e+13 1.98797e+13 2.32793e+13 2.43702e+13 1.72762e+13 2.67133e+13 1.7154e+13 2.70173e+13 1.89057e+13 1.75273e+13 1.66969e+13 1.82562e+13 2.53118e+13 1.46371e+13 4.63253e+13 3.49938e+13 1.56419e+13 2.04053e+13 1.33298e+13 2.24815e+13 1.25459e+13 1.38893e+13 2.84428e+13 1.64976e+13 1.8761e+13 1.28134e+13 1.2097e+13
threshold=4.5000000000000009 44.660994650000006 46.037218400000008 1.5000000000000002 6.5000000000000009 45.148007750000012 161.85000000000002 44.083877800000003 177.02500000000003 110.05000000000001 43.94115175000001 103.45000000000002 94.040000000000006 15.500000000000002 19.500000000000004 37.597123000000003 43.94115175000001 132.05000000000004 56.320495600000008 43.808567100000012 16.500000000000004 3.5000000000000004 177.02500000000003 60.029906750000002 45.067452850000002 1.5000000000000002 45.03656895000001 43.048525950000005 60.693675950000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 6 -5 9 -9 10 11 13 -12 14 23 -16 19 -18 21 -11 -21 -19 -23 24 25 -2 27 29 -25 -27
right_child=1 2 -4 4 -6 -7 -8 8 -10 16 12 -13 -14 -15 15 -17 17 18 -20 20 -22 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-2.7191826128144641 125009.48408627718 -48610.292656250007 2009.384274997627 -22384.075706129806 -13860.557583984375 151311.32698184744 120621.14737215909 -8044.3374903719196 -119308.08714717743 2410.747257451887 -18718.681068313956 -23065.254322384892 -110102.7493902439 70984.522094726562 6840.104743303571 -130182.73146033655 135907.37362132352 40750.366347656251 68790.832868303565 -103755.97402343751 10081.777910786292 -101512.65810058595 10940.957250976564 104088.69765625001 -6071.3105455814766 -62103.894804687501 82988.630975115753 59226.113751775578 3355.1654575892858 -167.3370518421967
leaf_weight=4303792 23 30 6790 26 25 34 22 71 31 4841 43 479 41 32 28 26 34 20 56 32 31 40 32 23 1274 40 27 44 28 149
leaf_count=4303792 23 30 6790 26 25 34 22 71 31 4841 43 479 41 32 28 26 34 20 56 32 31 40 32 23 1274 40 27 44 28 149
internal_value=0 814.277 2750.85 39499.6 64203.3 88003.2 43160 -987.558 -41859.8 -419.811 -7675.32 -5524.19 -63322.8 -564.237 -1941.83 -59133.9 2799.95 30647 6465.53 1766.47 -47740.6 -31471.6 -51533.3 -21.2026 -1619.83 18419.7 8990.59 415.708 48784 -13275.6
internal_weight=0 14372 6927 137 107 82 48 7445 102 7343 2257 2173 84 1694 1662 54 5086 182 148 4904 63 92 72 1608 1557 283 260 233 51 189
internal_count=4318164 14372 6927 137 107 82 48 7445 102 7343 2257 2173 84 1694 1662 54 5086 182 148 4904 63 92 72 1608 1557 283 260 233 51 189
is_linear=0
shrinkage=0.1


Tree=2488
num_leaves=31
num_cat=0
split_feature=5 5 0 0 2 1 2 2 1 3 4 1 0 0 5 5 0 3 3 3 3 0 2 3 4 3 5 4 1 1
split_gain=9.76519e+11 5.38018e+12 2.50356e+13 3.1876e+13 3.6175e+13 3.31222e+13 2.42604e+13 2.89021e+13 5.3582e+13 3.49189e+13 3.04702e+13 2.37424e+13 3.81037e+13 7.03001e+13 5.46629e+13 5.3575e+13 3.3221e+13 4.68827e+13 3.03599e+13 4.30171e+13 1.00227e+14 4.54452e+13 2.39196e+13 2.83057e+13 2.39422e+13 3.42357e+13 2.34543e+13 4.47498e+13 3.70266e+13 2.3341e+13
threshold=102.01000000000001 109.05000000000001 59.939091550000008 60.042666650000008 18.500000000000004 30.160599000000001 11.500000000000002 3.5000000000000004 30.226173900000003 4.5000000000000009 3.5000000000000004 30.305955500000003 59.820733200000006 59.609407350000005 107.05000000000001 105.35000000000001 59.853570100000006 10.500000000000002 3.5000000000000004 6.5000000000000009 7.5000000000000009 54.708501450000007 1.5000000000000002 5.5000000000000009 3.5000000000000004 11.500000000000002 104.75000000000001 3.5000000000000004 20.507360500000004 34.359746700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 -5 7 8 -4 10 -10 12 13 14 18 16 17 -14 -2 26 -21 -22 -18 -24 25 -25 28 -28 -20 -7
right_child=1 -3 3 5 -6 29 -8 -9 9 -11 -12 -13 15 -15 -16 -17 22 -19 19 20 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=7.6322467860296674 -75724.705664062509 125.87262266120693 70762.045859375008 -67836.734440104163 34883.826340772292 43469.298459965525 -45319.969458508982 -3489.9213570590045 101630.27713448661 -55037.216064813925 -29139.159004304849 -1267.8255458372787 170308.98399939906 -157877.73410952667 -61620.51653284143 58979.478773401963 84695.731317934784 3578.5863118489588 -12783.945659722223 -181033.50995370373 133199.74615478516 4759.7425062391494 -109779.06308593751 50071.801125919126 -106140.42044836956 -32735.933135330579 212512.83710937502 24843.6640625 119260.80334360395 -2472.5052413807748
leaf_weight=4209727 32 79779 45 48 122 213 341 804 28 406 49 25132 26 29 108 316 23 48 54 27 32 198 32 85 23 121 27 24 35 230
leaf_count=4209727 32 79779 45 48 122 213 341 804 28 406 49 25132 26 29 108 316 23 48 54 27 32 198 32 85 23 121 27 24 35 230
internal_value=0 -296.298 -1471.55 -11510.5 -17686.4 11067.5 -21520 -15427.1 -33604.1 -43327.7 18413.4 -601.343 12906.7 -6222.36 1967.6 28970.7 2482.41 62159.5 17975.8 25528.5 1233.14 22629.7 -13067.3 -21682.4 -9371.94 1432.31 70127.8 124198 39143.8 19616.9
internal_weight=0 108437 28658 2286 1795 491 1673 1332 528 483 77 26372 1240 566 537 674 358 74 429 397 257 230 284 261 229 206 140 51 89 443
internal_count=4318164 108437 28658 2286 1795 491 1673 1332 528 483 77 26372 1240 566 537 674 358 74 429 397 257 230 284 261 229 206 140 51 89 443
is_linear=0
shrinkage=0.1


Tree=2489
num_leaves=31
num_cat=0
split_feature=3 4 5 5 2 5 3 5 1 0 1 1 2 0 0 5 0 1 0 5 2 2 5 5 2 2 1 2 3 2
split_gain=9.51367e+11 5.25786e+12 1.57274e+13 9.04989e+12 2.46521e+13 1.61113e+13 8.63365e+12 2.74945e+13 1.38036e+13 1.06909e+13 1.04977e+13 1.37732e+13 1.31829e+13 7.63636e+12 8.16883e+12 2.13978e+13 1.2594e+13 2.1016e+13 2.42294e+13 2.26397e+13 2.87168e+13 4.01851e+13 1.14859e+13 1.34422e+13 9.8854e+12 7.86357e+12 1.89495e+13 1.87869e+13 1.67969e+13 1.44523e+13
threshold=34.500000000000007 2.5000000000000004 137.05000000000004 125.85000000000001 21.500000000000004 95.020000000000024 37.500000000000007 84.030000000000015 37.767735350000002 55.801980100000009 37.620907050000007 60.601268000000012 15.500000000000002 55.68356880000001 55.795550600000006 103.45000000000002 55.860536450000005 37.620907050000007 55.834684950000003 37.305000000000007 28.500000000000004 31.500000000000004 65.50500000000001 43.205000000000005 14.500000000000002 19.500000000000004 37.475443250000005 20.500000000000004 35.500000000000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 5 -5 6 10 8 9 -8 12 -12 -3 -2 25 16 17 19 -19 -16 22 -22 23 24 -21 26 28 -27 -15 -28
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 20 21 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=1.5905902905022848 -20677.6880804178 75464.634037642041 -25134.716892342403 114064.11217672413 -15234.337395833334 -24850.072377122295 -22971.071798058714 -91587.142096354175 -52266.112210648149 42836.080917171559 -14984.409364619218 31774.107912109375 20587.606398362383 -76917.559425403233 53076.882061298078 65312.496793038503 -600.8710033202068 -11678.014898713598 51876.511342336176 -112524.14283088237 103470.45926339286 -45122.077133413462 -133546.19740513395 -29904.649723800507 -47832.614945845176 -65271.335309103262 64783.452074878245 1005.2541854933565 687.69305815113535 16614.549646969663
leaf_weight=4313211 230 66 145 29 30 127 33 30 27 98 127 125 130 31 26 42 1386 573 67 51 28 52 21 99 44 46 77 609 278 326
leaf_count=4313211 230 66 145 29 30 127 33 30 27 98 127 125 130 31 26 42 1386 573 67 51 28 52 21 99 44 46 77 609 278 326
internal_value=0 -1385.13 5229.81 10586.1 48319.1 7668.32 14161.8 -3823.98 12839.9 26258.7 21709.4 8209.3 39066.6 -2989.91 -1906.79 -5434.5 -6700.54 -15497.8 -5024.65 -36378.7 -44263 6885.31 -63294.9 -55690.3 -82561.8 4258.32 11532.9 -3649.28 -7097.95 25818
internal_weight=0 4953 967 822 59 763 636 188 158 131 448 252 196 3986 3756 2389 2347 961 640 321 295 80 215 194 95 1367 712 655 309 403
internal_count=4318164 4953 967 822 59 763 636 188 158 131 448 252 196 3986 3756 2389 2347 961 640 321 295 80 215 194 95 1367 712 655 309 403
is_linear=0
shrinkage=0.1


Tree=2490
num_leaves=31
num_cat=0
split_feature=0 5 5 1 3 5 1 1 5 3 2 5 5 5 5 1 1 5 6 1 3 3 1 2 3 3 2 3 5 3
split_gain=9.42946e+11 1.12307e+13 2.69546e+13 2.31459e+13 3.25182e+13 6.46234e+13 3.62311e+13 3.5293e+13 4.76025e+13 3.93708e+13 3.92379e+13 3.99132e+13 3.4981e+13 3.28102e+13 3.98132e+13 3.14307e+13 6.97629e+13 4.90227e+13 2.88934e+13 6.92655e+13 5.31962e+13 4.36953e+13 4.42272e+13 5.65162e+13 5.01015e+13 2.46828e+14 4.048e+13 4.81692e+13 4.28159e+13 3.28155e+13
threshold=44.580511600000001 33.805000000000007 40.005000000000003 39.704585000000002 3.5000000000000004 150.04500000000004 39.666208800000007 39.694727950000008 64.805000000000021 2.5000000000000004 1.5000000000000002 54.990000000000002 54.990000000000002 177.02500000000003 161.85000000000002 38.781124500000011 38.633372000000001 105.35000000000001 1.5000000000000002 38.151577750000008 4.5000000000000009 14.500000000000002 39.488326500000007 2.5000000000000004 10.500000000000002 7.5000000000000009 12.500000000000002 6.5000000000000009 83.010000000000005 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 15 9 12 -8 -11 -12 -9 14 18 16 -4 -17 19 26 -21 22 -22 -24 25 -25 27 28 -6 -20
right_child=-2 2 3 -5 13 -7 7 8 -10 10 11 -13 -14 -15 -16 17 -18 -19 29 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1855.8860319646076 8.7870152626144087 -4150.5470522020651 11898.99679902459 628.82935016523106 10409.842579839305 180389.58366477274 -30277.525837053574 -18734.133108836206 -124072.97748579546 227037.31507812502 -19728.56013183594 157509.07731481481 150735.81828497024 -75713.675000000003 136483.1196875 -5815.2556364950906 170740.51015625001 -136175.00505208335 -5930.4388560074003 -48871.324111896676 28155.936366832386 -10253.957540189303 229864.7293046875 -20092.514201388891 28775.863253810265 339973.13967803033 90138.725981104653 -18851.469997035289 122697.75054898649 -46655.41221140392
leaf_weight=21639 4170694 18368 594 90556 413 22 21 29 22 25 24 27 21 65 20 751 29 30 12664 73 275 130 25 45 117 33 43 1171 37 201
leaf_count=21639 4170694 18368 594 90556 413 22 21 29 22 25 24 27 21 65 20 751 29 30 12664 73 275 130 25 45 117 33 43 1171 37 201
internal_value=0 -248.511 -610.402 -5.30625 -3401.82 10186.5 7806.04 51549.8 -1492.27 90921.3 124410 74103.1 52443.2 -4817.26 -4515.02 2540.58 19292.9 -10822.7 -4700.22 5465.95 31906.3 41341.1 54891.4 88310.7 70162.7 132243 -5625.01 -8165.32 19642.4 -6566.72
internal_weight=0 147470 125831 107463 16907 1595 1573 169 72 97 76 51 50 15312 15247 1404 623 781 15227 2362 698 625 495 220 195 78 1664 1621 450 12865
internal_count=4318164 147470 125831 107463 16907 1595 1573 169 72 97 76 51 50 15312 15247 1404 623 781 15227 2362 698 625 495 220 195 78 1664 1621 450 12865
is_linear=0
shrinkage=0.1


Tree=2491
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 3 0 0 1 0 3 0 5 2 3 5 0 5 4 5 2 3 5 3 3 3 0 3
split_gain=9.45762e+11 8.59831e+12 1.37211e+13 3.48586e+13 2.666e+13 2.75197e+13 2.49738e+13 2.2132e+13 2.27779e+13 2.58464e+13 2.77577e+13 1.05223e+14 3.40516e+13 3.85656e+13 2.95416e+13 2.28485e+13 2.11675e+13 2.09817e+13 2.07032e+13 2.07844e+13 2.61765e+13 4.46717e+13 2.14605e+13 2.02817e+13 2.28419e+13 2.00339e+13 4.06971e+13 3.52595e+13 1.91454e+13 1.90202e+13
threshold=38.633372000000001 38.096381250000007 55.455204450000004 55.576287050000012 73.995000000000019 56.338501050000012 11.500000000000002 10.500000000000002 55.777112100000004 55.801980100000009 38.233559750000005 56.281985950000006 5.5000000000000009 56.281985950000006 99.555000000000021 6.5000000000000009 5.5000000000000009 91.050000000000011 54.934662400000008 77.715000000000018 2.5000000000000004 96.015000000000015 7.5000000000000009 13.500000000000002 97.050000000000011 30.500000000000004 32.500000000000007 26.500000000000004 53.973051950000006 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 29 25 6 7 8 -6 15 12 16 13 -11 -15 -10 17 -12 19 -3 21 22 -21 24 -22 27 -27 -5 -26 -4
right_child=-2 2 3 4 5 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 -19 -20 20 23 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=11.566438261059549 -30.531082001119188 1248.691669195711 14219.989558588917 363.32417778445569 37125.847430380374 -32412.130257673452 2862.083325986895 102263.55103759766 -29752.564767573997 -19271.579562412222 17268.504754710477 257878.23392857143 -14009.792731365047 40783.737755220856 145479.26865808826 73320.237060546875 45778.534449760773 -81237.872790948284 -9140.8636792829057 -56068.300595160588 1424.0733883391451 29707.535610351562 -158691.62991536458 45985.129170334512 -25803.057809256738 -158566.625 36479.490234375 108817.55748697917 -123155.82689985796 1492.2367755128655
leaf_weight=1222775 3029015 15101 3398 38530 463 151 1758 32 207 89 85 21 365 130 34 24 209 29 2735 135 587 60 24 71 247 23 20 30 22 1794
leaf_count=1222775 3029015 15101 3398 38530 463 151 1758 32 207 89 85 21 365 130 34 24 209 29 2735 135 587 60 24 71 247 23 20 30 22 1794
internal_value=0 71.7366 1180.22 2090.16 1138.87 9372.93 11203.9 19891.7 18299.9 10993.6 18206.4 40974.1 5533.07 33727.3 62488.9 -19043.7 26871.9 -7790.14 -1091.62 263.385 -12720.1 -43814.5 -71558.6 -5374.23 -9634.17 371.628 -67847.5 447.702 -33765 9822.15
internal_weight=0 1.28915e+06 66374 47392 42200 3597 3446 1688 1656 1193 962 344 618 253 164 231 323 114 18982 16247 1146 219 159 927 856 38603 43 38560 269 5192
internal_count=4318164 1289149 66374 47392 42200 3597 3446 1688 1656 1193 962 344 618 253 164 231 323 114 18982 16247 1146 219 159 927 856 38603 43 38560 269 5192
is_linear=0
shrinkage=0.1


Tree=2492
num_leaves=31
num_cat=0
split_feature=3 1 0 4 5 5 6 2 0 0 5 1 5 5 5 5 1 1 3 5 5 5 0 3 4 0 0 1 5 1
split_gain=9.45566e+11 7.935e+12 3.77082e+13 2.34716e+13 2.10433e+13 2.15582e+13 3.69868e+13 2.05949e+13 2.91633e+13 4.42053e+13 2.14211e+13 1.99185e+13 2.53666e+13 1.93066e+13 2.15978e+13 3.69471e+13 4.58386e+13 6.22818e+13 2.74653e+13 4.70746e+13 5.94114e+13 2.30634e+13 1.9093e+13 2.73859e+13 2.41811e+13 2.12513e+13 2.93346e+13 3.4981e+13 2.15804e+13 2.91125e+13
threshold=4.5000000000000009 39.143775600000005 44.732363600000006 2.5000000000000004 89.00500000000001 87.395000000000024 1.5000000000000002 1.5000000000000002 60.052595500000002 60.693675950000006 90.015000000000015 30.160599000000001 105.35000000000001 225.45000000000002 104.75000000000001 82.00500000000001 38.633372000000001 39.080602550000002 3.5000000000000004 96.015000000000015 91.050000000000011 89.00500000000001 45.040161900000008 1.5000000000000002 5.5000000000000009 59.916647550000008 59.820733200000006 30.278357500000002 96.015000000000015 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 22 10 11 -9 -10 -13 14 15 -5 18 -18 -17 20 21 -20 23 -6 25 26 -24 -28 -27 -30
right_child=-2 -3 4 13 7 6 -8 8 9 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 -23 24 -25 -26 28 27 -29 29 -31
leaf_value=4848.0972824533101 14.373976902830291 -491.14083084737359 333.29924595563347 11931.505149611929 39968.458568135247 79267.227712429783 8739.8622384400496 -33469.53574866039 34776.575268286404 -11675.016512564327 -7838.5638861525995 39776.78213671875 179568.31325231481 114841.10870535714 -10696.699039713543 -3799.6831958912039 239902.0723214286 27038.611472800927 76860.334168945308 -22829.27925531915 188868.02274709303 -48020.573493303578 11583.042431172998 -35364.316771086989 -82465.89451778018 -57873.283863811732 141757.03798076924 7820.5394956931095 -69462.480560172873 17837.175547640931
leaf_weight=5315 3945856 241983 115085 765 61 89 452 347 91 178 5406 25 27 21 216 108 28 27 50 47 43 21 1253 231 29 81 39 39 47 204
leaf_count=5315 3945856 241983 115085 765 61 89 452 347 91 178 5406 25 27 21 216 108 28 27 50 47 43 21 1253 231 29 81 39 39 47 204
internal_value=0 -152.341 476.732 7817.54 82.5799 426.919 20342.3 -4858.42 -7747.77 21586.5 -9384.53 62989 112361 19719.9 18189.3 23918.7 52221.8 135405 35214 61384.7 96104.5 39923.7 3987.3 -19627 8062.58 9641.24 15287.1 74788.8 -12993 1490.23
internal_weight=0 372308 130325 6641 123684 115626 541 8058 6074 321 5753 143 52 1326 1305 1089 324 55 269 161 114 71 1984 292 1692 1663 1331 78 332 251
internal_count=4318164 372308 130325 6641 123684 115626 541 8058 6074 321 5753 143 52 1326 1305 1089 324 55 269 161 114 71 1984 292 1692 1663 1331 78 332 251
is_linear=0
shrinkage=0.1


Tree=2493
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 0 0 5 4 0 0 3 1 3 5 0 1 6 3 5 0 3 2 5 1 5 0 1 3
split_gain=9.46611e+11 6.73637e+12 3.28915e+13 7.02934e+13 6.30584e+13 1.57051e+14 3.05051e+14 1.2622e+14 8.65353e+13 7.16827e+13 6.76004e+13 6.07131e+13 6.91796e+13 5.89126e+13 1.28206e+14 1.19673e+14 6.48401e+13 5.63441e+13 6.18663e+13 6.09574e+13 5.29355e+13 5.04475e+13 4.79528e+13 4.91434e+13 4.65262e+13 4.48636e+13 5.38153e+13 7.64629e+13 4.19806e+13 1.13762e+14
threshold=10.500000000000002 14.500000000000002 30.362552800000003 30.434657650000002 59.963407450000012 59.932719750000011 59.950068600000009 60.017447350000005 85.020000000000024 2.5000000000000004 59.904813200000007 59.755965500000009 11.500000000000002 30.451272450000005 12.500000000000002 66.990000000000023 60.003414000000006 30.410108300000001 1.5000000000000002 13.500000000000002 116.06000000000002 59.863160500000006 12.500000000000002 6.5000000000000009 58.995000000000012 30.410108300000001 66.50500000000001 59.882016200000002 30.323743050000001 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 4 5 8 22 9 11 -6 21 -4 25 14 24 16 -16 18 19 -8 -20 -10 23 -7 -5 26 -13 -28 -2 -30
right_child=1 -3 3 13 7 6 17 -9 10 -11 -12 12 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=36.452503800490398 459.86592194933087 41.572770333159596 -63323.034817227315 -1787.1504442929172 -25358.992401460426 112209.70847039475 -41497.013504634422 -772.8640289089949 -44386.940957390776 -72805.977609203444 -120411.93962357956 18431.562658176117 -10428.054946984888 -697.7134300315787 27554.797890034482 93169.767858468986 -41112.084562848329 -62325.701497933886 60575.627176389833 23908.823912388023 -77242.781023185482 75360.808398437497 72229.917894345243 225930.75926535088 -57072.915484272657 -52299.072178710943 -15713.150961538464 160897.0616181345 -18043.967104687636 12325.182191926448
leaf_weight=2688514 38497 1303445 176 454 2284 114 287 2535 292 370 110 687 3017 264748 1108 263 157 121 276 283 31 40 147 57 229 75 39 66 1449 8293
leaf_count=2688514 38497 1303445 176 454 2284 114 287 2535 292 370 110 687 3017 264748 1108 263 157 121 276 283 31 40 147 57 229 75 39 66 1449 8293
internal_value=0 -60.1375 -466.55 -884.861 -8716.44 -1568.32 28820.1 -16731 -10451.3 -31973.7 -52470.3 -5876.81 -3273.69 -561.957 15693.7 31793 19032.5 1642.78 10468.5 -9023.59 46659.1 -29959.5 114112 150117 -20323.7 21622.2 28622.3 95299 1943.87 7808.15
internal_weight=0 1.62965e+06 326205 277966 11007 5818 1316 5189 4502 2654 442 4060 3884 266959 2211 1528 1265 998 877 570 307 332 318 171 683 867 792 105 48239 9742
internal_count=4318164 1629650 326205 277966 11007 5818 1316 5189 4502 2654 442 4060 3884 266959 2211 1528 1265 998 877 570 307 332 318 171 683 867 792 105 48239 9742
is_linear=0
shrinkage=0.1


Tree=2494
num_leaves=31
num_cat=0
split_feature=5 5 2 6 1 2 3 2 1 5 0 1 0 1 1 1 1 5 0 0 0 3 0 5 1 1 5 0 3 5
split_gain=8.93432e+11 1.29893e+13 1.31095e+13 1.93105e+13 3.77362e+13 4.1513e+13 1.53964e+13 2.89442e+13 1.4225e+13 1.39518e+13 1.69998e+13 1.23394e+13 1.44097e+13 1.1862e+13 1.06996e+13 9.8566e+12 4.03446e+13 5.74925e+13 3.7746e+13 6.71996e+13 4.54595e+13 3.44549e+13 3.03343e+13 2.47933e+13 2.40495e+13 4.02356e+13 4.3973e+13 3.43507e+13 4.88325e+13 3.85522e+13
threshold=41.505000000000003 40.405000000000008 12.500000000000002 1.5000000000000002 78.608766650000021 13.500000000000002 33.500000000000007 7.5000000000000009 82.888608650000023 41.365000000000002 43.642715500000008 82.871296800000025 55.046835900000012 39.739656000000004 93.043229050000022 57.550671000000001 59.76223980000001 109.05000000000001 54.194619400000008 63.563300600000012 53.516665650000007 5.5000000000000009 55.110554300000004 225.45000000000002 55.912026600000011 53.664171200000006 65.905000000000015 53.37994195000001 3.5000000000000004 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 11 9 -8 -7 -3 13 -6 -13 -11 -12 24 17 18 20 22 21 -17 -20 -19 25 -2 -27 28 -26 -30
right_child=15 2 3 4 5 8 7 -9 -10 10 14 12 -14 -15 -16 16 -18 23 19 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-27.789314641669666 92.421011304207198 1091.9814336552586 1508.4989399289636 -1579.3681856948042 -60659.175000000003 -29344.375074778738 29591.484550781253 -134897.24565641987 5591.9416208612356 119447.13487723214 4251.9043692940641 -3986.6022738370029 -34907.896652139461 23857.34963235294 32482.980959634224 3261.6272367384699 -219.61579929069049 -84109.373215144238 -41434.524498729217 17291.652923017096 24991.287626563048 -12363.383621029236 -14247.131903687623 28526.718724524457 30417.310856000113 -1905.6727929236722 -13119.792500542746 2717.8693893148939 -11920.950232816218 -82675.896745605467
leaf_weight=1378080 1746753 99857 10208 6793 130 143 20 23 630 21 10433 198 631 34 136 3353 978383 130 468 646 629 2437 3334 23 272 15818 4489 51953 2059 80
leaf_count=1378080 1746753 99857 10208 6793 130 143 20 23 630 21 10433 198 631 34 136 3353 978383 130 468 646 629 2437 3334 23 272 15818 4489 51953 2059 80
internal_value=0 62.1145 1020.63 -1425.57 -4938.87 -18115 1435.24 -58390.9 -871.051 1458.53 4903.74 -32014.5 -27522.6 60355.3 4615.18 -33.3096 -287.387 -6304.25 -5447.2 -12527.2 -541.176 -3314.91 -17593.7 -67177.2 104.706 40.9709 -4384.63 2176.36 -9492.24 -14567.2
internal_weight=0 1.50734e+06 129257 18733 8525 1732 110524 43 773 110481 10624 959 829 55 10569 2.81083e+06 989403 11020 10867 4448 6419 5790 3802 153 1.82142e+06 1.76706e+06 20307 54364 2411 2139
internal_count=4318164 1507337 129257 18733 8525 1732 110524 43 773 110481 10624 959 829 55 10569 2810827 989403 11020 10867 4448 6419 5790 3802 153 1821424 1767060 20307 54364 2411 2139
is_linear=0
shrinkage=0.1


Tree=2495
num_leaves=31
num_cat=0
split_feature=1 1 3 5 6 5 5 0 0 3 0 0 0 6 0 4 0 5 5 3 0 4 5 3 5 5 3 1 0 0
split_gain=1.03799e+12 1.15628e+13 6.68996e+13 3.83354e+13 3.16526e+13 4.14742e+13 5.61309e+13 2.48215e+13 2.44411e+13 2.55341e+13 2.92433e+13 2.52085e+13 3.05629e+13 2.3214e+13 2.06037e+13 1.99131e+13 1.95964e+13 3.37202e+13 1.92986e+13 1.8927e+13 1.82375e+13 1.64985e+13 1.46007e+13 1.2304e+13 1.30772e+13 1.16311e+13 1.12097e+13 1.10627e+13 5.96586e+13 3.36262e+13
threshold=61.284352600000013 60.837513500000007 12.500000000000002 48.510000000000012 1.5000000000000002 88.015000000000015 110.05000000000001 55.193434200000006 56.911498950000002 3.5000000000000004 56.758269450000007 55.212972300000011 55.173809400000003 1.5000000000000002 55.183525900000006 2.5000000000000004 55.173809400000003 92.035000000000011 98.020000000000024 17.500000000000004 55.173809400000003 2.5000000000000004 85.91500000000002 3.5000000000000004 60.310000000000009 59.245000000000012 5.5000000000000009 61.396377350000009 55.110554300000004 55.160271200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 20 16 21 14 19 9 13 11 12 22 15 -7 -3 17 -5 -16 -8 -4 -6 -11 -10 -25 -14 -12 28 -2 -30
right_child=27 2 3 4 5 6 7 -9 23 10 26 -13 25 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-17.756099492463651 -16408.974635048682 15643.287868484311 18246.442772785056 30590.643366113785 29079.763093953366 27199.25610546875 -74792.942165798609 68702.063557235058 -12930.468340430321 -16908.909710635129 23024.075645114444 -16149.781747309456 1797.8785793573531 772.80494786687518 93337.779851675732 72779.977478780871 -14512.012292911815 -19420.184146741642 175905.50436706544 39853.230436197919 -10799.887996138898 -10039.790314110291 -66347.784068080349 -33534.126326343125 -99534.924375000002 -7089.49565895247 -2248.2173817474572 16.218885919532546 8958.8915644028257 1166.0284239595187
leaf_weight=3000069 1788 247 290 490 458 25 36 46 308 1153 427 2834 3374 1757 69 81 283 186 48 24 849 141 63 211 35 2613 298 1251500 6376 42085
leaf_count=3000069 1788 247 290 490 458 25 36 46 308 1153 427 2834 3374 1757 69 81 283 186 48 24 849 141 63 211 35 2613 298 1251500 6376 42085
internal_value=0 -32.2081 -2684.65 10962.2 20022.8 34109.7 68499.9 13436.1 -5683.68 -4796.84 -6759.14 -8160.12 -5016.62 5331.84 109604 29753.3 7581.19 16830.3 127212 -28934.5 -3404.42 19871.3 -19470.3 -26249.1 -42924.5 -2080.98 12636.3 74.6326 1529.48 2191.33
internal_weight=0 3.01642e+06 16346 2945 1806 847 248 106 13401 12847 10762 10037 7203 2085 142 328 959 676 117 60 1139 599 1216 554 246 5987 725 1.30175e+06 50249 48461
internal_count=4318164 3016415 16346 2945 1806 847 248 106 13401 12847 10762 10037 7203 2085 142 328 959 676 117 60 1139 599 1216 554 246 5987 725 1301749 50249 48461
is_linear=0
shrinkage=0.1


Tree=2496
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 1 1 5 4 5 5 5 3 2 5 3 3 2 3 2 5 5 6 5 1 3 1 3 5 4
split_gain=9.67139e+11 1.20668e+13 2.17727e+13 4.55848e+13 5.17288e+13 4.32487e+13 3.09364e+13 4.62101e+13 9.94188e+13 8.62914e+13 3.89407e+13 7.67977e+13 4.09585e+13 2.96538e+13 4.20887e+13 4.15337e+13 1.0834e+14 8.49359e+13 1.13723e+14 3.8486e+13 2.9337e+13 2.91929e+13 2.69589e+13 2.50673e+13 6.18267e+13 4.86732e+13 4.6571e+13 6.58022e+13 3.21236e+13 2.47996e+13
threshold=61.880021000000006 65.58467570000002 5.5000000000000009 7.5000000000000009 8.5000000000000018 65.551978750000004 65.520339550000017 79.010000000000005 2.5000000000000004 94.040000000000006 120.05000000000001 98.020000000000024 6.5000000000000009 8.5000000000000018 128.92000000000004 13.500000000000002 12.500000000000002 10.500000000000002 18.500000000000004 9.5000000000000018 142.05000000000004 137.05000000000004 1.5000000000000002 118.33500000000002 65.565203050000022 24.500000000000004 65.551978750000004 14.500000000000002 104.75000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 29 22 -8 9 -9 11 -10 -12 -6 23 16 19 18 -17 -16 -14 -21 -4 28 25 26 -25 -28 -15 -5
right_child=1 -3 3 4 13 -7 7 8 10 -11 12 -13 20 14 15 17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-29.420635067321765 -1847.7785533173662 -9.428709719088106 36894.989489265507 -15537.576955940689 3880.8068336934034 8399.1567889223006 10137.405439731903 224839.71186342594 -19234.586599170918 -14055.703125 -22853.666564782878 141739.6091875 122880.88575613839 54.751697121457852 -80569.877683971776 -27691.956765625 -270783.0480638587 -45846.352542227287 287970.9329613095 -64861.442848557694 14984.412003968255 69966.990369233637 -17301.068430035641 46776.490378234215 -79383.306573807567 -65656.402000000002 54302.853409090909 304924.37437500001 -28331.356110491077 -46395.220204389072
leaf_weight=3114505 17786 1121755 127 711 37977 505 578 54 49 21 154 75 42 22078 93 25 23 108 21 26 63 42 331 93 38 25 22 20 406 411
leaf_count=3114505 17786 1121755 127 711 37977 505 578 54 49 21 154 75 42 22078 93 25 23 108 21 26 63 42 331 93 38 25 22 20 406 411
internal_value=0 76.1268 1247.89 2106.62 1694.78 -15902.9 19369.6 28937.4 52663.1 157949 32045.8 78128.8 9982.82 2164.17 -667.83 -35695.6 -67765.2 2621.33 116415 -38762.6 58143 18414.9 -2272.9 -145.857 35279.7 62512.2 86247.1 173646 -457.824 -26841
internal_weight=0 1.20366e+06 81904 64118 62624 1627 1494 1036 458 75 383 124 259 60997 23020 338 184 154 46 161 105 68 458 22682 198 160 135 42 22484 1122
internal_count=4318164 1203659 81904 64118 62624 1627 1494 1036 458 75 383 124 259 60997 23020 338 184 154 46 161 105 68 458 22682 198 160 135 42 22484 1122
is_linear=0
shrinkage=0.1


Tree=2497
num_leaves=31
num_cat=0
split_feature=4 1 1 0 3 0 1 5 2 6 5 1 1 1 5 2 0 0 0 5 2 2 5 3 3 1 2 5 0 0
split_gain=9.97514e+11 4.48164e+12 2.8188e+13 3.67727e+13 4.44625e+13 3.77216e+13 1.73665e+13 3.28882e+13 1.446e+13 1.42643e+13 2.48768e+13 2.16935e+13 2.21757e+13 1.25947e+13 4.83709e+13 2.52998e+13 2.20727e+13 2.06693e+13 2.02673e+13 1.74783e+13 3.3892e+13 5.67072e+13 1.66335e+13 1.43724e+13 1.42158e+13 1.87312e+13 2.89842e+13 1.58177e+13 1.34949e+13 3.79314e+13
threshold=4.5000000000000009 49.148175700000003 49.073956850000009 55.795550600000006 9.5000000000000018 55.784980300000008 49.236330900000006 128.92000000000004 3.5000000000000004 1.5000000000000002 161.85000000000002 82.966612450000014 82.897133550000021 60.55755580000001 30.990000000000006 15.500000000000002 55.645049100000001 55.030402950000003 58.049540950000008 128.92000000000004 2.5000000000000004 1.5000000000000002 21.015000000000004 12.500000000000002 16.500000000000004 65.480823400000006 14.500000000000002 99.555000000000021 55.061033200000004 55.212972300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 8 -3 10 -8 12 -12 14 -11 16 17 23 19 -18 21 -21 -15 -16 27 26 -26 28 -24 -30
right_child=1 6 3 4 -6 -7 9 -9 -10 13 11 -13 -14 22 15 -17 18 -19 -20 20 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.7774303142392647 43.150385713160212 50833.473860677084 -5.100982111150568 90528.473676915339 -77511.097827148435 -164543.67171052634 6577.7225838369695 87367.64990234375 -46057.134229651165 164399.91183593753 88630.75763830237 154240.10525568182 -31878.83115985577 -78390.723883928571 -7660.6666212395057 -96299.111922554352 16385.735388124765 -61263.934840369599 -16974.620724958713 104333.81953125 79225.173751204726 -121578.70264062501 -2660.1837551763151 55914.091992187503 -19161.804921875002 6789.8427220394733 133400.32410629734 -5931.8404146786861 73493.059096912199 6046.0696034372595
leaf_weight=4303792 8232 24 22 31 32 38 265 68 43 20 37 22 26 28 268 23 415 65 123 20 133 25 549 41 20 152 33 3107 105 405
leaf_count=4303792 8232 24 22 31 32 38 265 68 43 20 37 22 26 28 268 23 415 65 123 20 133 25 549 41 20 152 33 3107 105 405
internal_value=0 831.72 -666.85 -48184.9 5175.04 -104213 2912.58 38374.4 -11350.1 2098.68 21676.8 68750.2 38896.6 860.013 10261.9 7492.13 9682.22 -10007.3 19967 27629.4 53843.6 -21173.1 -1561.53 774.819 -1069.37 24639.2 75829.7 -2334.43 8220.01 19932.2
internal_weight=0 14372 8355 123 63 60 6017 135 67 5882 350 85 63 5532 1133 1113 1090 374 716 593 178 45 4399 309 4371 205 53 4166 1059 510
internal_count=4318164 14372 8355 123 63 60 6017 135 67 5882 350 85 63 5532 1133 1113 1090 374 716 593 178 45 4399 309 4371 205 53 4166 1059 510
is_linear=0
shrinkage=0.1


Tree=2498
num_leaves=31
num_cat=0
split_feature=3 5 5 0 2 3 5 0 2 0 6 1 2 2 1 3 3 0 1 1 0 2 1 0 1 1 3 3 6 4
split_gain=9.95728e+11 6.83848e+12 2.15656e+13 5.42555e+13 5.98302e+13 7.27158e+13 4.35176e+13 3.2476e+13 3.20149e+13 3.73044e+13 3.19482e+13 3.12089e+13 3.34937e+13 4.89558e+13 5.50393e+13 2.90168e+13 9.0321e+13 1.27705e+14 2.75978e+13 4.60896e+13 3.61666e+13 3.4959e+13 3.16776e+13 2.72502e+13 2.5727e+13 2.54852e+13 2.54518e+13 2.40365e+13 3.02382e+13 3.84712e+13
threshold=10.500000000000002 74.610000000000014 69.610000000000014 59.932719750000011 6.5000000000000009 11.500000000000002 70.00500000000001 59.982527000000012 11.500000000000002 58.242297500000006 1.5000000000000002 82.967723800000016 6.5000000000000009 5.5000000000000009 82.970752000000019 14.500000000000002 15.500000000000002 59.846652800000008 82.945329900000004 60.837513500000007 55.014170500000006 9.5000000000000018 82.957885500000017 60.017447350000005 82.991167100000027 65.520339550000017 12.500000000000002 15.500000000000002 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 10 7 -6 11 -10 -5 18 13 26 -15 -11 17 -17 19 -4 -20 25 -22 -7 -16 -21 -13 28 -9 -30
right_child=1 -3 3 4 6 23 -8 27 9 15 -12 12 -14 14 24 16 -18 -19 20 21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=37.386236795421624 -72.040274441338923 -530.87542350397905 2538.6324176375601 -141100.62368800954 72180.092140197754 -26615.433559107863 -4526.0499608500786 -30523.137889188878 -1229.8250682406631 -31944.907229229582 -32796.556414930557 47913.551851813172 2419.9557192724346 149615.1631875 67408.522284116116 300234.03148148151 14140.226573038026 -4572.2059151785716 -14064.537586280909 25726.064444765034 -1753.8757049560547 28114.657590020055 51014.513542991466 -3904.703041378029 15423.490219144209 3857.2730320551705 8708.0487142729071 -2037.9817419423355 164300.87716997933 30330.694694571659
leaf_weight=2688514 1287370 260902 37109 69 121 1172 2667 34 26615 119 45 187 1771 50 169 27 1258 28 1820 660 336 1166 172 962 218 2767 1446 298 34 58
leaf_count=2688514 1287370 260902 37109 69 121 1172 2667 34 26615 119 45 187 1771 50 169 27 1258 28 1820 660 336 1166 172 962 218 2767 1446 298 34 58
internal_value=0 -61.6779 27.7575 1606.52 -8021.66 -20534.4 735.716 26484.6 2298.98 -383.875 -98349 3870.83 12515.6 21153 50881.3 15338.9 19624.3 145060 3116.69 3708.22 -7479.49 13157.8 16112.6 -16377.5 38125 8068.95 13197.6 13444.1 50060.5 79841.4
internal_weight=0 1.62965e+06 1.36875e+06 81378 5460 2248 3212 545 75918 28047 114 47871 3841 2070 437 1432 1313 55 44030 41702 2328 4593 508 2134 387 3427 1633 424 126 92
internal_count=4318164 1629650 1368748 81378 5460 2248 3212 545 75918 28047 114 47871 3841 2070 437 1432 1313 55 44030 41702 2328 4593 508 2134 387 3427 1633 424 126 92
is_linear=0
shrinkage=0.1


Tree=2499
num_leaves=31
num_cat=0
split_feature=2 0 5 0 1 1 0 3 6 5 5 1 5 2 5 3 1 1 3 1 6 1 5 1 5 1 5 3 3 3
split_gain=1.00892e+12 5.09031e+12 2.93679e+13 2.17798e+13 8.41999e+13 8.19826e+13 8.93114e+13 8.77063e+13 1.03374e+14 7.50432e+13 6.28391e+13 5.95783e+13 4.07389e+13 3.398e+13 3.35533e+13 2.58188e+13 2.59685e+13 2.41641e+13 3.0643e+13 2.38482e+13 3.71379e+13 7.21374e+13 5.35741e+13 4.19339e+13 3.01699e+13 2.09915e+13 2.09427e+13 2.03835e+13 1.99059e+13 2.26538e+13
threshold=14.500000000000002 60.029906750000002 81.00500000000001 60.003414000000006 30.434657650000002 30.259484550000003 60.017447350000005 23.500000000000004 1.5000000000000002 57.995000000000012 43.605000000000011 30.243224600000001 35.985000000000007 22.500000000000004 60.610000000000007 24.500000000000004 30.226173900000003 30.243224600000001 16.500000000000004 30.370618100000005 1.5000000000000002 30.278357500000002 61.845000000000006 30.305955500000003 77.00500000000001 30.226173900000003 68.00500000000001 23.500000000000004 24.500000000000004 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 8 10 13 -5 -9 -13 -7 15 16 -8 -10 -19 20 -11 24 -23 27 26 -16 -22 -24 -4 -30
right_child=1 2 28 4 -6 9 14 11 17 19 -12 12 -14 -15 25 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-14.087013741106345 150.20407637641014 -217.71108288895863 -29710.541789759674 -25134.146861530171 -17169.266803603703 4509.4599001197721 -40090.269130124332 6343.3029091917442 -12342.145031658496 81765.923180700236 -225510.69524356618 -24956.63947172619 78830.651812294411 64825.075490123825 -111328.49700892856 -23486.485261964684 17106.197737329912 -45520.495561079551 92763.207786016952 103300.46987847223 112898.54872159092 116507.9759375 -106563.55681678921 17124.960014160155 182412.6499107143 -30517.921231187545 -14847.307347470238 -372.20900355747767 6949.347857689012 -23897.261445313983
leaf_weight=3980118 315580 15736 561 29 1152 786 93 243 153 216 34 42 380 106 35 409 542 22 59 90 33 40 51 200 35 394 21 28 564 412
leaf_count=3980118 315580 15736 561 29 1152 786 93 243 153 216 34 42 380 106 35 409 542 22 59 90 33 40 51 200 35 394 21 28 564 412
internal_value=0 165.859 -1506.38 255.906 6679.44 13478.2 1910.68 25609 -19572.5 31016.7 -133274 45787.8 68501.1 11677 -13566.4 -3891.58 8729.39 11039.4 55204.7 55177.8 48237 30486.4 8276.33 -7240.76 110093 -37110.9 63219.6 -68926.1 -14700 -6071.97
internal_weight=0 338046 17273 320773 5193 4041 2435 962 297 1606 63 665 422 892 1473 1044 635 234 81 714 624 408 319 279 89 429 54 79 1537 976
internal_count=4318164 338046 17273 320773 5193 4041 2435 962 297 1606 63 665 422 892 1473 1044 635 234 81 714 624 408 319 279 89 429 54 79 1537 976
is_linear=0
shrinkage=0.1


Tree=2500
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 0 6 6 1 4 1 5 3 5 0 5 1 0 2 5 2 1 1 3 2 3 3 5 5 3
split_gain=9.42139e+11 1.33405e+13 2.10808e+13 3.03182e+13 1.82726e+13 4.56823e+13 1.69544e+13 1.63578e+13 4.13713e+13 2.91657e+13 2.41042e+13 1.64792e+13 3.35167e+13 3.2987e+13 2.76398e+13 1.577e+13 2.32628e+13 2.28059e+13 3.64846e+13 1.5978e+13 2.35807e+13 2.7564e+13 3.42502e+13 1.51657e+13 1.49246e+13 1.86242e+13 5.13356e+13 1.87653e+13 2.40055e+13 1.4449e+13
threshold=54.942865800000007 54.947737500000009 87.395000000000024 8.5000000000000018 82.966612450000014 54.945614000000006 1.5000000000000002 1.5000000000000002 82.957885500000017 1.5000000000000002 82.784560750000011 34.920000000000009 9.5000000000000018 38.010000000000012 54.945175000000006 57.995000000000012 82.957885500000017 54.943968150000011 6.5000000000000009 87.00500000000001 5.5000000000000009 82.967723800000016 82.970752000000019 11.500000000000002 6.5000000000000009 17.500000000000004 11.500000000000002 84.030000000000015 73.405000000000015 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 -6 -7 8 9 -2 -9 23 -13 14 -14 -12 -17 18 -18 -19 21 -21 -23 -10 29 26 -26 28 -27 -15
right_child=1 -3 3 4 5 6 -8 10 11 -11 15 12 13 24 -16 16 17 19 -20 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=68.765386031884631 -3495.3438060718977 18.44068888534574 -131463.18428199406 -19869.211808390872 50673.203174811242 19001.933470284599 -20898.303576742452 21317.598946482714 -3124.4800055331266 -19170.373491012841 -1447.067266181353 -38919.669172568632 14513.518287176541 1382.295938364008 74533.909338502213 -27648.660638171285 26419.300156571822 -8299.4716954574433 -13596.507608903037 -22003.527139092406 -11855.491391131938 38205.276394714769 19.577271001025885 29142.417511276974 237.09055258560048 -3494.7741005950907 64430.575946875004 43030.811281622031 -26527.429267847667 8767.1244058665379
leaf_weight=1363348 3399 2798789 21 929 149 140 445 411 16014 1824 21668 214 341 46646 99 476 550 8454 389 209 759 447 495 147 36789 11523 125 84 471 2809
leaf_count=1363348 3399 2798789 21 929 149 140 445 411 16014 1824 21668 214 341 46646 99 476 550 8454 389 209 759 447 495 147 36789 11523 125 84 471 2809
internal_value=0 -31.7283 -931.651 -12059.6 -10551.8 1240.92 -11349.5 -810.237 -264.5 -8969.45 -2752.26 129.957 612.815 698.367 28018.1 -3048.03 -5993.08 -5081.11 9841.93 -6433.17 1827.43 10850.3 18139.5 -2830.98 576.264 -660.801 454.466 -4069.39 -4399.26 1801.75
internal_weight=0 2.95482e+06 156027 1684 1663 734 585 154343 120485 5223 33858 115262 99101 98887 440 33447 11779 11303 939 10364 1910 1151 942 16161 98447 48992 36914 12078 11994 49455
internal_count=4318164 2954816 156027 1684 1663 734 585 154343 120485 5223 33858 115262 99101 98887 440 33447 11779 11303 939 10364 1910 1151 942 16161 98447 48992 36914 12078 11994 49455
is_linear=0
shrinkage=0.1


Tree=2501
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 5 6 3 1 3 5 4 5 4 3 5 2 5 0 3 3 0 2 1 3 5 5 2 0 1
split_gain=9.46823e+11 1.11715e+13 3.60089e+13 2.18638e+13 2.09478e+13 2.51388e+13 2.30328e+13 3.97223e+13 2.57138e+13 2.22943e+13 1.87496e+13 1.74815e+13 1.52686e+13 2.10816e+13 1.74811e+13 1.82734e+13 1.31878e+13 1.28341e+13 1.2237e+13 1.31691e+13 1.21464e+13 1.64762e+13 1.22822e+13 1.84069e+13 1.411e+13 1.77339e+13 1.71203e+13 1.24146e+13 1.15766e+13 2.055e+13
threshold=61.880021000000006 61.396377350000009 55.299834250000011 2.5000000000000004 55.110554300000004 97.050000000000011 1.5000000000000002 12.500000000000002 61.42204370000001 10.500000000000002 39.995000000000012 1.5000000000000002 64.805000000000021 2.5000000000000004 7.5000000000000009 94.040000000000006 4.5000000000000009 43.405000000000008 55.120365700000008 23.500000000000004 14.500000000000002 55.212972300000011 5.5000000000000009 61.42204370000001 15.500000000000002 132.05000000000004 60.905000000000008 12.500000000000002 55.183525900000006 61.42204370000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 17 7 8 -6 11 -5 -8 -13 14 -14 -16 -11 -3 -9 -20 -18 22 23 -22 26 -26 -24 -27 29 -15
right_child=-2 2 3 10 6 -7 9 18 -10 16 -12 12 13 28 15 -17 20 -19 19 -21 21 -23 24 -25 25 27 -28 -29 -30 -31
leaf_value=-5.4547174936811835 75.322992284093331 -156.65669101852555 4761.4569266457229 -3583.0002068637364 -17918.402608640372 -67574.608038421182 -1438.0812247094027 -35570.139073350692 -168.17162789725475 -27445.819786495635 -21913.354919630983 5102.7912266490539 -45132.142169074301 15611.105429949275 -11341.289433009426 81165.262997159094 -18494.331098373714 -10169.249826458019 9780.5754281922 -12040.325172684832 113589.4479609375 -73083.730254255031 -3206.3169566761367 -7759.1733203125004 3392.1414429678043 -94853.770170454547 124630.03939453127 -5970.816567077637 -7556.4481145586287 -789.30999551481409
leaf_weight=3066664 1203659 2220 636 826 2486 67 12049 72 1215 360 1720 14377 159 1118 727 22 457 3024 1764 328 25 28 22 25 568 33 20 30 1050 2413
leaf_count=3066664 1203659 2220 636 826 2486 67 12049 72 1215 360 1720 14377 159 1118 727 22 457 3024 1764 328 25 28 22 25 568 33 20 30 1050 2413
internal_value=0 -29.11 -1545.44 -11823.5 -813.121 -6708.17 -17.4361 -5798.26 -12091.2 995.154 -15966.4 1567.11 3389.8 -1096.95 -15017.1 -8624.14 -10646.4 -5930.51 4964.26 6359.33 -5639.9 2182.31 5097.17 52915.1 1544.58 -2191.07 57668.1 -52528.6 1662.16 4403.46
internal_weight=0 3.1145e+06 47841 3182 44659 5311 39348 5865 3701 33483 2546 31915 19866 5489 908 749 1568 5244 2164 2092 1208 751 723 50 673 631 42 63 4581 3531
internal_count=4318164 3114505 47841 3182 44659 5311 39348 5865 3701 33483 2546 31915 19866 5489 908 749 1568 5244 2164 2092 1208 751 723 50 673 631 42 63 4581 3531
is_linear=0
shrinkage=0.1


Tree=2502
num_leaves=31
num_cat=0
split_feature=3 0 1 2 1 3 3 3 6 2 2 5 2 5 2 3 5 4 5 5 2 5 5 5 5 5 5 3 5 5
split_gain=9.49694e+11 6.50699e+12 2.35439e+13 4.28584e+13 2.62547e+13 6.1461e+13 7.99066e+13 7.87404e+13 1.23029e+14 6.77607e+13 1.16337e+14 1.01005e+14 1.64922e+14 1.26598e+14 7.43564e+13 6.65795e+13 6.14696e+13 5.95586e+13 5.31489e+13 5.19208e+13 6.37658e+13 4.94078e+13 1.65348e+14 5.58868e+13 4.90236e+13 8.65799e+13 6.56626e+13 4.5485e+13 4.54274e+13 7.59524e+13
threshold=10.500000000000002 43.592450450000008 39.718803500000007 6.5000000000000009 39.726951800000002 15.500000000000002 16.500000000000004 13.500000000000002 1.5000000000000002 10.500000000000002 11.500000000000002 61.845000000000006 8.5000000000000018 39.995000000000012 7.5000000000000009 17.500000000000004 56.205000000000005 1.0000000180025095e-35 61.845000000000006 81.910000000000011 7.5000000000000009 56.005000000000003 45.610000000000007 87.395000000000024 85.91500000000002 77.715000000000018 59.810000000000009 14.500000000000002 47.815000000000005 57.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 24 8 -4 11 -11 13 14 -9 -13 21 17 -17 -18 -10 -21 22 -8 -23 25 26 -7 -12 -15 -30
right_child=1 -3 4 -5 -6 6 15 9 19 10 27 12 -14 28 -16 16 18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=36.511795323925419 160949.06790865387 -79.695515945988262 46013.061411192364 -11901.344580078126 3633.942119682255 -105600.1878612547 3265.4806857638891 -42629.315000000002 -51592.568895392025 -130586.33897879464 84411.559746093757 -29816.52143841912 168248.36024876646 201451.76781052217 -245089.70327380951 33522.632868726323 85736.497171020514 -71247.439307761277 -11218.981262081186 153324.9826458109 -62344.915144230778 -73419.816841947119 270840.80340073531 119868.0886904762 13859.091907429245 -264565.98810096155 30843.022102864583 -72552.474088541669 25958.818125697548 215436.73775275738
leaf_weight=2688514 26 1614339 246 32 12645 133 72 45 447 56 80 68 38 79 21 66 64 305 485 29 26 52 34 21 53 26 48 24 56 34
leaf_count=2688514 26 1614339 246 32 12645 133 72 45 447 56 80 68 38 79 21 66 64 305 485 29 26 52 34 21 53 26 48 24 56 34
internal_value=0 -60.2353 1991.58 65583.3 1749.77 -7385.71 -22102.6 8627.35 -11921.4 39306.9 -14382.3 64498.4 -6149.37 106425 -80611.3 -10308.4 -21165.3 -52609.1 83.661 -40311.6 51371.9 45492.2 89091.5 -17816.4 -71955.9 -93927.9 -69416.4 48189.1 146114 97539.4
internal_weight=0 1.62965e+06 15311 58 15253 2608 1359 1249 748 501 160 341 127 214 89 1099 920 371 549 502 55 179 106 73 260 207 181 104 169 90
internal_count=4318164 1629650 15311 58 15253 2608 1359 1249 748 501 160 341 127 214 89 1099 920 371 549 502 55 179 106 73 260 207 181 104 169 90
is_linear=0
shrinkage=0.1


Tree=2503
num_leaves=31
num_cat=0
split_feature=0 5 5 1 5 3 1 1 0 5 5 2 5 3 3 3 5 5 1 3 0 2 2 6 1 5 1 3 4 3
split_gain=1.04749e+12 9.69357e+12 2.16566e+13 1.96399e+13 2.64782e+13 2.97531e+13 4.4233e+13 5.65574e+13 2.69329e+13 3.06531e+13 2.795e+13 3.0275e+13 2.42545e+13 2.38402e+13 2.55438e+13 2.35662e+13 2.12351e+13 1.77776e+13 1.71873e+13 9.10511e+13 4.85138e+13 4.35363e+13 3.44213e+13 3.27559e+13 6.8206e+13 4.08432e+13 4.33082e+13 4.69552e+13 5.86687e+13 6.45013e+13
threshold=44.580511600000001 33.805000000000007 38.010000000000012 42.09605220000001 28.035000000000004 5.5000000000000009 39.666208800000007 39.488326500000007 43.592450450000008 22.030000000000005 20.010000000000002 4.5000000000000009 21.015000000000004 11.500000000000002 6.5000000000000009 23.500000000000004 13.050000000000002 28.810000000000006 39.718803500000007 21.500000000000004 43.592450450000008 4.5000000000000009 5.5000000000000009 1.5000000000000002 38.151577750000008 123.15000000000002 39.080602550000002 9.5000000000000018 2.5000000000000004 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 16 9 10 -8 -12 -13 14 -9 17 -7 -6 19 20 21 -4 -21 24 -22 26 -25 -28 -29 -30
right_child=-2 2 18 -5 15 6 8 13 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 22 23 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-5482.8059237546722 9.2613222060886269 -4502.5639258752353 136109.80098071808 -3314.8579182428789 34453.511211278659 84824.96362630208 14429.804018853634 74542.412440814398 -11624.569643818249 1366.9957026134132 38958.983167591665 203383.00081250002 57603.711495535717 50951.300988769537 199933.77392578125 113023.14791666668 -6948.4248600054389 6215.9499218899646 432.48797320875593 170331.8616648707 -5477.0131861410719 5582.4129673549105 50252.157352430557 -1733.1123120194204 26467.350358772281 22990.172857816156 -17121.432596337276 -8345.1867730453669 56373.898837652443 -19090.646172778183
leaf_weight=4829 4170694 12765 47 5750 229 30 245 33 792 859 101 25 21 66 32 21 158 8448 92009 29 1821 56 135 9946 1056 498 5155 1813 328 173
leaf_count=4829 4170694 12765 47 5750 229 30 245 33 792 859 101 25 21 66 32 21 158 8448 92009 29 1821 56 135 9946 1056 498 5155 1813 328 173
internal_value=0 -261.925 -598.139 1693.16 3505.49 -984.147 8213.15 42844.7 2805.68 11941.4 35113.3 69585.8 136832 93286.8 136274 7217.26 7696.26 6961.18 -157.334 -2734.58 -3317.17 65143.5 71485.8 -3656.34 6248.13 -5247.1 -6054.57 -11809.2 25.1225 30315.3
internal_weight=0 147470 125831 21639 15889 7191 2362 319 2043 1251 392 147 46 131 65 8698 188 8677 113066 21057 20893 103 164 20790 2877 17913 17415 7469 2314 501
internal_count=4318164 147470 125831 21639 15889 7191 2362 319 2043 1251 392 147 46 131 65 8698 188 8677 113066 21057 20893 103 164 20790 2877 17913 17415 7469 2314 501
is_linear=0
shrinkage=0.1


Tree=2504
num_leaves=31
num_cat=0
split_feature=2 5 5 2 6 3 1 6 0 4 1 1 3 3 3 0 0 0 0 5 1 2 3 3 3 0 1 0 4 1
split_gain=9.083e+11 4.68302e+12 1.72731e+13 2.31744e+13 3.02064e+13 1.47962e+13 1.46213e+13 3.02774e+13 1.24794e+13 1.7676e+13 1.20765e+13 1.93336e+13 3.96796e+13 1.86685e+13 1.27893e+13 1.2053e+13 1.30444e+13 1.18072e+13 1.88335e+13 1.3832e+13 2.23532e+13 1.97932e+13 1.93707e+13 1.78408e+13 2.08128e+13 3.17729e+13 2.35035e+13 2.03383e+13 1.99091e+13 2.02506e+13
threshold=14.500000000000002 137.05000000000004 150.04500000000004 23.500000000000004 1.5000000000000002 31.500000000000004 82.902675200000019 1.5000000000000002 55.025681450000008 3.5000000000000004 82.933113850000026 61.310823700000007 16.500000000000004 20.500000000000004 17.500000000000004 55.017766000000002 54.934662400000008 59.904813200000007 59.982527000000012 177.02500000000003 39.714575750000009 22.500000000000004 27.500000000000004 20.500000000000004 18.500000000000004 56.819808050000006 50.888703650000004 55.860536450000005 3.5000000000000004 39.718803500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 -6 17 -8 15 -10 11 -3 -13 -14 -12 16 -9 19 -19 23 -21 22 -22 24 25 28 -26 -25 -4 -30
right_child=1 2 6 4 5 -7 7 8 9 -11 14 12 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 27 26 -27 -28 -29 29 -31
leaf_value=-13.366103996069118 123.39274730535168 26446.919414254298 -70809.43274739584 5916.0173025819013 -114627.2960825893 -8451.4383184523813 -113795.58678977273 23528.152758789063 -92370.982676866333 -4009.8528896644466 111330.24838709678 64952.078313577586 -138035.40089699076 -10565.832851562502 10257.314434523811 64080.38330078125 -60529.663124999999 124494.39484375001 5138.5608974358984 -4329.44888833805 53655.344428502664 -21526.083752648308 -33508.777909482764 21449.429423154637 -33047.888671875 76385.004541015631 -171238.2278125 -31084.645862268517 19705.830336064879 -60419.241552734376
leaf_weight=3980118 335252 611 78 269 35 21 33 48 36 61 31 29 27 20 21 32 30 20 39 490 211 59 29 232 32 32 20 108 92 48
leaf_count=3980118 335252 611 78 269 35 21 33 48 36 61 31 29 27 20 21 32 30 20 39 490 211 59 29 232 32 32 20 108 92 48
internal_value=0 157.371 4234.44 14260.4 -7993.93 -74811.3 -1931.79 -24838.2 -10656.6 -36803.7 24047.4 20530.4 -27035 -83793 70512.3 12400.3 -8801.78 1757.83 45598.2 -49.6993 8818.83 30366.2 43123 -10948.9 -28636.8 -16664 -86198 4762.13 -30322.6 -7765.62
internal_weight=0 338046 2794 1064 325 56 1730 240 207 97 739 687 76 47 52 110 78 1490 59 1431 789 299 240 642 302 250 52 340 218 140
internal_count=4318164 338046 2794 1064 325 56 1730 240 207 97 739 687 76 47 52 110 78 1490 59 1431 789 299 240 642 302 250 52 340 218 140
is_linear=0
shrinkage=0.1


Tree=2505
num_leaves=31
num_cat=0
split_feature=2 0 5 5 1 3 0 0 5 0 1 0 5 0 3 5 1 6 3 5 2 5 1 1 0 5 5 6 1 4
split_gain=9.33799e+11 6.70693e+12 1.20141e+13 3.81632e+13 2.37808e+13 1.79394e+13 1.56446e+13 1.52987e+13 1.39562e+13 1.20684e+13 2.47383e+13 3.54083e+13 2.04291e+13 4.23109e+13 2.26501e+13 1.9711e+13 1.82302e+13 3.00376e+13 1.69142e+13 2.23133e+13 1.57606e+13 2.98835e+13 1.31782e+13 3.40623e+13 1.71427e+13 1.67831e+13 1.75086e+13 1.24606e+13 1.23414e+13 2.18372e+13
threshold=19.500000000000004 59.896318000000008 81.00500000000001 80.00500000000001 30.323743050000001 24.500000000000004 60.042666650000008 59.904813200000007 82.00500000000001 60.003414000000006 30.434657650000002 59.916647550000008 58.040000000000006 59.904813200000007 20.500000000000004 60.005000000000003 30.410108300000001 1.5000000000000002 23.500000000000004 47.815000000000005 21.500000000000004 56.835000000000008 30.305955500000003 30.278357500000002 59.932719750000011 59.510000000000012 58.995000000000012 1.5000000000000002 30.451272450000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -5 -6 -4 -9 10 12 18 13 -3 -15 -13 20 -18 19 -12 -16 -22 23 -14 -24 26 27 -26 29 -11
right_child=1 2 7 4 6 -7 -8 8 -10 28 11 15 22 14 16 -17 17 -19 -20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.142026857066611 41.451118173969988 -109233.51339843751 -48031.02755408654 165379.0441731771 55696.159106772291 55494.423838141025 -55611.317697010869 -72328.164907374521 -6438.0086329412543 588.42560526849547 -2201.3638841036109 23390.514769067657 -23938.290988184403 -89331.778759765628 -9021.8565809926076 92389.712723214296 -12447.862983240289 -114018.32356770833 3285.943537633832 -49901.122478578633 6550.8242529301606 104771.49101562501 10365.028203708023 102220.0974158654 -3476.49609375 -35102.069264343852 -169089.62071777345 -112537.17749999999 -11596.847652823466 24309.722428108886
leaf_weight=4218655 84630 40 104 24 28 39 23 33 1242 6684 267 267 121 32 818 49 988 30 1316 155 968 32 67 26 22 311 20 20 741 412
leaf_count=4218655 84630 40 104 24 28 39 23 33 1242 6684 267 267 121 32 818 49 988 30 1316 155 968 32 67 26 22 311 20 20 741 412
internal_value=0 -302.784 -2260.75 -1352.57 56261.5 97355.2 5498.67 -11151.6 -8143.4 -1843.23 -5411.58 3298.07 -10530.2 -7095.25 -5670.73 34089.8 -4726.74 -15441.1 -2300.42 -19721.4 1272.83 9693.89 -27547 -1624.56 -36207.5 -44573.1 -92080.9 -55410.2 683.345 1965.7
internal_weight=0 99509 14879 13500 114 63 51 1379 1275 13386 5549 2054 3495 2908 2868 316 2836 1018 1738 422 1818 1000 587 147 440 373 62 42 7837 7096
internal_count=4318164 99509 14879 13500 114 63 51 1379 1275 13386 5549 2054 3495 2908 2868 316 2836 1018 1738 422 1818 1000 587 147 440 373 62 42 7837 7096
is_linear=0
shrinkage=0.1


Tree=2506
num_leaves=31
num_cat=0
split_feature=5 1 1 4 5 5 1 3 3 1 3 2 1 0 1 3 1 0 0 2 5 5 1 3 5 1 0 3 1 2
split_gain=9.08063e+11 9.26874e+12 1.88247e+13 2.6124e+13 1.90494e+13 2.37936e+13 1.78676e+13 1.73124e+13 6.48706e+13 8.3445e+13 3.35249e+13 2.32376e+13 2.26918e+13 1.59777e+13 1.56404e+13 1.66865e+13 1.74049e+13 4.01204e+13 2.9207e+13 1.52508e+13 1.43071e+13 1.32773e+13 1.43702e+13 1.30951e+13 1.86156e+13 2.01132e+13 4.32612e+13 5.10005e+13 1.9228e+13 1.85122e+13
threshold=39.005000000000003 61.463701450000009 82.957885500000017 4.5000000000000009 31.010000000000002 32.910000000000004 60.837513500000007 23.500000000000004 24.500000000000004 82.940215400000014 18.500000000000004 11.500000000000002 82.91993380000001 57.147575200000006 82.911991800000024 11.500000000000002 82.95335685000002 55.014170500000006 55.07108800000001 10.500000000000002 32.005000000000003 38.905000000000008 82.911991800000024 18.500000000000004 33.585000000000008 83.000022850000008 54.942865800000007 11.500000000000002 82.97193200000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 14 20 -1 10 9 -9 13 19 21 -7 -3 -16 -17 -18 -19 -11 -6 -10 -23 24 -4 26 27 -26 29 -28
right_child=-2 2 23 -5 5 7 -8 8 12 11 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-14.252263480675291 -28.355110888905443 -654.67026282234292 -535.83257860290951 -100616.35887500001 4857.6511964289775 2561.7121306338358 -2755.8636043394999 -584.58451719284062 -7679.4719096816007 -3078.6304115032326 12247.757828505648 19437.974029947916 15671.831724370124 -2621.9778167307004 6887.7997043489368 1510.6994099425824 22510.743524557514 -38810.654648620461 70356.49002403846 -78934.146367694819 13092.921308710131 -7899.1738293611552 51685.790022590365 -3737.125161505493 6939.7523595230805 475.68112888251358 -5897.5892269899232 40437.069470739785 7521.497098273966 3399.6281782339024
leaf_weight=862597 3123815 41235 128444 25 7405 34395 24445 448 1341 29 3226 30 899 7189 6344 3417 187 427 26 308 2950 79 83 9123 1347 43381 3442 686 5172 5669
leaf_count=862597 3123815 41235 128444 25 7405 34395 24445 448 1341 29 3226 30 899 7189 6344 3417 187 427 26 308 2950 79 83 9123 1347 43381 3442 686 5172 5669
internal_value=0 74.1627 547.456 1595.36 1618.58 2856.08 -89.8053 1918.69 -5167.26 -29545.7 2427.4 -64898.8 3104.37 1665.56 219.412 3684.73 -1323.96 -16458.4 -32545 -72406.5 7203.77 -4412.7 22628.9 -37.1122 142.302 1601.38 4594.38 18242.8 2651.7 -112.722
internal_weight=0 1.19435e+06 307307 110043 110018 58382 887042 48027 3217 815 44810 367 2402 41584 51636 10401 4057 640 453 337 10355 1503 162 197264 188141 59697 16316 2033 14283 9111
internal_count=4318164 1194349 307307 110043 110018 58382 887042 48027 3217 815 44810 367 2402 41584 51636 10401 4057 640 453 337 10355 1503 162 197264 188141 59697 16316 2033 14283 9111
is_linear=0
shrinkage=0.1


Tree=2507
num_leaves=31
num_cat=0
split_feature=4 1 2 6 5 1 0 1 5 1 0 2 2 5 5 2 2 0 1 1 3 1 3 0 3 1 1 2 3 0
split_gain=9.43222e+11 8.16362e+12 8.89804e+12 1.62261e+13 1.58542e+13 2.10399e+13 2.47762e+13 2.31413e+13 2.09784e+13 1.21649e+13 1.77387e+13 1.17093e+13 1.09586e+13 1.57662e+13 9.46036e+12 1.48705e+13 1.59519e+13 1.14722e+13 9.64259e+12 1.20945e+13 1.02823e+13 1.02472e+13 1.94536e+13 2.13508e+13 1.88836e+13 1.31179e+13 1.17918e+13 1.50611e+13 1.08948e+13 1.03811e+13
threshold=-1.0000000180025095e-35 39.110397700000007 2.5000000000000004 1.5000000000000002 20.010000000000002 37.362912300000012 55.591389050000011 38.096381250000007 61.845000000000006 37.39371280000001 55.812836050000008 1.5000000000000002 1.5000000000000002 34.920000000000009 29.050000000000004 13.500000000000002 28.500000000000004 61.785186750000001 30.243224600000001 30.278357500000002 8.5000000000000018 30.332994000000003 26.500000000000004 59.904813200000007 9.5000000000000018 30.305955500000003 30.323743050000001 10.500000000000002 8.5000000000000018 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 -6 12 8 9 10 -8 -5 13 -7 18 17 -17 -16 20 -20 -4 22 23 25 28 -21 -26 -28 -25 -27
right_child=-2 -3 14 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 19 21 -22 -23 -24 24 26 29 27 -29 -30 -31
leaf_value=4391.4006147903156 -11.444334571859818 575.49505292588026 16517.832206196348 705.59180710474539 1154.4190628671665 -3707.3607308756509 -80758.788586956522 25784.694951895257 -89339.732772435906 -14282.990688866827 -13684.575548254927 -6077.9347415299817 4024.2189937680523 -30770.058695365286 -639.93159664560858 -9664.796690924748 77843.265104166669 68583.210742187497 11865.493999106859 38761.959198311051 -5382.9776534961438 1641.9452834800297 39718.578941952292 -24414.702551848983 -5630.1898715893622 -4799.1691858776103 -4983.5242226562505 -69968.21341337316 -70698.447300781248 31212.549989038584
leaf_weight=3307 4073891 169320 229 10418 2683 1275 69 135 39 3314 92 3367 1372 259 9743 2593 21 24 1084 117 3356 29153 93 158 1299 437 75 68 75 98
leaf_count=3307 4073891 169320 229 10418 2683 1275 69 135 39 3314 92 3367 1372 259 9743 2593 21 24 1084 117 3356 29153 93 158 1299 437 75 68 75 98
internal_value=0 190.864 -678.023 -2158.66 -3099.5 -6305.07 -9358.29 -14844.7 -16405.6 -15587.1 -42430.7 -951.291 -2469.06 -8276.62 123.761 -2262.74 -8961.79 -469.833 939.037 1479.48 -3984.01 1122.89 -5129.98 -6922.38 -12898.6 8430.59 -8630.53 -35885.3 -39312.9 1797.37
internal_weight=0 244273 74953 26330 23023 9238 6555 3649 3514 3475 161 13785 2906 1534 48623 12381 2614 9767 36242 32657 3585 31573 2420 2327 1675 652 1442 143 233 535
internal_count=4318164 244273 74953 26330 23023 9238 6555 3649 3514 3475 161 13785 2906 1534 48623 12381 2614 9767 36242 32657 3585 31573 2420 2327 1675 652 1442 143 233 535
is_linear=0
shrinkage=0.1


Tree=2508
num_leaves=31
num_cat=0
split_feature=1 0 1 5 5 1 1 5 1 5 5 1 5 0 6 3 5 1 3 1 1 2 2 3 5 6 5 5 3 6
split_gain=9.18612e+11 8.69156e+12 2.60249e+13 1.48376e+13 1.54211e+13 2.0194e+13 4.25463e+13 4.11121e+13 2.93408e+13 2.7567e+13 2.47149e+13 3.17628e+13 2.89712e+13 2.45077e+13 2.77086e+13 2.68476e+13 2.27861e+13 2.15313e+13 5.53858e+13 3.90723e+13 3.50982e+13 3.40172e+13 3.34725e+13 3.26075e+13 3.25025e+13 2.85882e+13 2.57532e+13 6.35253e+13 2.42642e+13 2.32364e+13
threshold=38.633372000000001 60.063729500000008 35.911716050000003 29.050000000000004 32.005000000000003 30.410108300000001 30.362552800000003 59.510000000000012 30.451272450000005 45.305000000000007 60.310000000000009 30.578016350000002 74.610000000000014 61.674413550000004 1.5000000000000002 5.5000000000000009 92.035000000000011 30.207352000000004 8.5000000000000018 30.278357500000002 30.226173900000003 4.5000000000000009 7.5000000000000009 5.5000000000000009 81.00500000000001 1.5000000000000002 68.00500000000001 65.045000000000016 17.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 17 -8 9 -7 13 -12 -13 14 -10 -15 -9 23 19 21 -20 29 -22 25 -24 26 27 -6 -26 -19
right_child=-2 2 -4 4 5 8 7 16 10 -11 11 12 -14 15 -16 -17 -18 18 20 -21 22 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=113.86483337814452 -30.089663993150165 8017.5403550961219 -51440.053867750903 -9392.5541593349644 25016.334530587927 4690.662584219338 -11880.431469881827 -51519.324904387722 34816.636582915955 38017.517594339392 43675.650301106769 10240.836887073052 -7003.297228539418 2595.0556958238376 -20390.297607904457 -7994.8031612510404 -158370.35484730115 -54395.683824327265 -37041.132035600604 -59080.654366169045 10890.375514832484 -69031.7283140121 -3850.188287079849 12560.943698613364 60783.682375372031 -6532.3255894169624 -63550.953764204547 217749.64953125 -51788.646985707084 7736.6610910358477
leaf_weight=1254480 3029015 1615 104 2474 118 665 570 215 99 396 216 2870 1475 7280 1113 3567 22 72 289 303 1625 93 4126 1918 21 2797 22 20 217 367
leaf_count=1254480 3029015 1615 104 2474 118 665 570 215 99 396 216 2870 1475 7280 1113 3567 22 72 289 303 1625 93 4126 1918 21 2797 22 20 217 367
internal_value=0 70.6994 -1491.22 -1340.93 -1799.63 -1183.24 -4209.22 -26434.5 1006.53 17129.3 -22.7276 6247.59 4386.96 -2394.31 -15880.8 -887.384 -61438 -2713.07 -6221.58 -30417.4 -3003.44 -14092.3 -1360.94 2406.11 -5922.9 -4180.63 36930 52948.7 -41855.8 -2453.61
internal_weight=0 1.28915e+06 34669 34565 32950 30476 12795 807 17681 1061 16620 4561 4345 12059 1212 10847 237 11988 7113 835 6278 532 5989 4875 4364 2957 160 138 238 439
internal_count=4318164 1289149 34669 34565 32950 30476 12795 807 17681 1061 16620 4561 4345 12059 1212 10847 237 11988 7113 835 6278 532 5989 4875 4364 2957 160 138 238 439
is_linear=0
shrinkage=0.1


Tree=2509
num_leaves=31
num_cat=0
split_feature=3 5 5 1 4 0 2 2 6 1 1 2 4 0 0 6 2 3 4 2 1 3 0 5 0 0 0 3 0 1
split_gain=9.90387e+11 6.5271e+12 1.88361e+13 3.84028e+13 2.7037e+13 3.50294e+13 3.56359e+13 2.37902e+13 3.1154e+13 2.186e+13 2.11885e+13 3.32695e+13 4.59709e+13 3.74972e+13 6.56344e+13 2.38696e+13 2.35141e+13 2.03845e+13 3.00789e+13 3.83551e+13 3.29582e+13 4.41662e+13 3.18324e+13 3.12488e+13 3.08662e+13 2.8562e+13 2.35655e+13 5.01908e+13 5.72804e+13 3.88304e+13
threshold=10.500000000000002 72.010000000000005 69.610000000000014 30.332994000000003 1.5000000000000002 43.592450450000008 3.5000000000000004 7.5000000000000009 1.5000000000000002 30.278357500000002 30.362552800000003 3.5000000000000004 2.5000000000000004 59.916647550000008 59.939091550000008 1.5000000000000002 2.5000000000000004 7.5000000000000009 2.5000000000000004 2.5000000000000004 30.278357500000002 8.5000000000000018 59.939091550000008 71.715000000000018 54.725565150000001 59.916647550000008 59.932719750000011 6.5000000000000009 59.963407450000012 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 17 -9 -10 11 12 13 -6 -15 -13 -14 26 19 -19 21 22 -21 -22 -23 -26 29 28 -28 -4
right_child=-2 -3 3 4 10 -7 -8 8 9 -11 -12 15 16 14 -16 -17 -18 18 -20 20 23 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=21.490145286235567 -61.512302571890032 455.86912498907782 -4824.9779400669913 142135.54236778847 -9403.0214355468761 -24707.455115965331 -35414.685429687503 24250.798977092163 -25244.785691372184 -110937.05731336806 -2110.8253168705655 -57317.232660060981 -46658.175192307695 -248402.50340909092 -25415.950550426136 32536.638425891808 55974.522748161762 -5623.1253819056919 -56.483676095736236 -45657.439565521818 58986.254896601931 93559.664336456044 38202.429751780066 164436.58308249083 -25049.643983208956 55220.487190630964 -63361.42135162354 49193.499446298549 10267.262853759767 36718.642165058794
leaf_weight=2309749 1629650 327190 521 26 24 831 20 118 172 36 47222 41 65 33 22 106 34 217 472 106 162 113 79 34 67 131 224 103 200 396
leaf_count=2309749 1629650 327190 521 26 24 831 20 118 172 36 47222 41 65 33 22 106 34 217 472 106 162 113 79 34 67 131 224 103 200 396
internal_value=0 37.2858 -20.7139 -1910.79 -2606.87 -20005.3 64939.8 8786.35 -16792.2 -40076.1 -2285.95 -27731.9 -56807.6 -113698 -159208 7475.35 -11410.6 11738.1 20424.2 31058.9 42561.7 28842.9 -9847.01 77278.7 51857.9 28058.4 3430.88 -13420.4 -28630.9 13115.3
internal_weight=0 2.68851e+06 2.36132e+06 51575 48424 877 46 3151 326 208 47547 325 178 79 55 147 99 2825 1381 909 692 496 185 196 311 198 1444 527 424 917
internal_count=4318164 2688514 2361324 51575 48424 877 46 3151 326 208 47547 325 178 79 55 147 99 2825 1381 909 692 496 185 196 311 198 1444 527 424 917
is_linear=0
shrinkage=0.1


Tree=2510
num_leaves=31
num_cat=0
split_feature=3 0 0 0 0 1 1 0 0 1 0 5 4 5 1 1 0 5 0 1 0 1 4 0 5 1 5 5 5 5
split_gain=9.07821e+11 6.79267e+12 8.70038e+12 1.70427e+13 1.47981e+13 1.37917e+13 9.86696e+12 9.83596e+12 1.87074e+13 1.53628e+13 1.32308e+13 1.62314e+13 1.83658e+13 1.22534e+13 9.62665e+12 1.71592e+13 1.66039e+13 1.20743e+13 8.75866e+12 1.74016e+13 8.63959e+12 1.98895e+13 8.24117e+12 8.17934e+12 8.02038e+12 7.99861e+12 1.01731e+13 8.25347e+12 8.98991e+12 6.81935e+12
threshold=2.5000000000000004 47.249522000000006 51.717367500000009 52.485928400000006 52.719210700000012 84.920232800000022 36.546174950000008 53.355366400000001 53.516665650000007 83.761389800000003 53.145783300000012 114.05000000000001 3.5000000000000004 61.020000000000003 43.574807850000006 41.950906500000009 48.713222300000005 56.835000000000008 54.194619400000008 40.810045900000013 53.204054050000003 83.663637000000008 3.5000000000000004 53.973051950000006 76.730000000000018 40.810045900000013 150.04500000000004 123.15000000000002 54.035000000000004 43.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 10 9 13 -6 20 -13 -9 15 25 17 -16 19 -10 21 -12 24 -24 -21 26 27 28 -8 -20
right_child=-2 2 3 4 7 -7 14 8 18 -11 11 12 -14 -15 16 -17 -18 -19 29 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1008.8101302815357 -7.518150883317718 -31355.209699650815 -7319.6255079159127 -4747.6027552461246 3939.2431535074038 17908.93665755614 3210.3011969962286 12838.99668565797 -48922.01699445858 -5466.1396330722546 -15120.984743797577 116207.46363636365 -14535.376711309524 39290.795575057324 -18586.982769700957 28156.171133510048 687.95321524574456 -89465.292107077214 -226.27787232941537 -2906.1303359775115 -6007.8607893661629 -90519.098564189189 8456.9837839226984 74396.0883359375 -24200.242677395938 -11298.455103883158 69852.481921875005 -53867.85465353261 13563.335533480888 1827.4251482304824
leaf_weight=30044 4205107 76 2715 379 1271 923 2900 734 86 344 643 22 21 230 82 350 962 34 30796 2758 1815 37 76 25 189 277 25 23 1180 34040
leaf_count=30044 4205107 76 2715 379 1271 923 2900 734 86 344 643 22 21 230 82 350 962 34 30796 2758 1815 37 76 25 189 277 25 23 1180 34040
internal_value=0 279.634 745.947 462.538 746.566 11313.8 4444.04 558.316 830.333 12676.1 -4389.12 -8559.87 52356.3 19150.1 4910.48 6844.78 -3621.65 -39361.7 602.376 -4560.82 -9609.73 -19223.5 -3309.16 24778.5 -4271.79 5151.48 6255.32 5867.82 6204.56 851.951
internal_weight=0 113057 83013 77104 74389 1302 5909 73087 69278 1308 3809 2538 43 964 5833 4755 1078 116 67970 3134 2495 680 3048 101 2947 4405 4128 4103 4080 64836
internal_count=4318164 113057 83013 77104 74389 1302 5909 73087 69278 1308 3809 2538 43 964 5833 4755 1078 116 67970 3134 2495 680 3048 101 2947 4405 4128 4103 4080 64836
is_linear=0
shrinkage=0.1


Tree=2511
num_leaves=31
num_cat=0
split_feature=5 6 1 1 3 0 0 0 3 0 5 2 1 1 1 1 2 1 4 0 0 0 5 1 1 1 1 1 0 0
split_gain=9.44459e+11 7.37138e+12 1.23207e+13 1.50974e+13 1.33905e+13 2.25648e+13 4.46961e+13 1.57049e+13 1.66859e+13 1.48991e+13 2.89002e+13 2.22222e+13 2.1637e+13 2.77157e+13 4.77896e+13 3.26765e+13 2.79002e+13 1.75438e+13 3.32878e+13 2.67954e+13 1.75363e+13 2.43987e+13 2.14389e+13 3.11274e+13 1.88842e+13 1.62162e+13 1.56942e+13 2.75601e+13 1.45038e+13 2.50246e+13
threshold=34.010000000000012 1.5000000000000002 54.845880150000006 53.664171200000006 7.5000000000000009 53.145783300000012 55.535913550000011 53.204054050000003 2.5000000000000004 55.860536450000005 27.010000000000002 1.5000000000000002 36.761894450000007 37.832345550000007 37.777459000000007 37.971176850000006 1.5000000000000002 37.597123000000003 1.0000000180025095e-35 55.812836050000008 55.812836050000008 55.674875350000008 33.805000000000007 37.597123000000003 37.712318250000003 37.998366300000008 48.712293450000011 38.996948700000011 55.74310830000001 55.734663800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9 10 11 28 -12 14 16 -15 -14 18 19 -13 21 -18 -23 -24 -22 -17 27 -27 29 -8
right_child=-2 2 -4 -5 -6 6 9 8 -10 -11 12 17 13 15 -16 25 20 -19 -20 -21 24 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-452.80038224653839 -20.790483094121502 811.46398736953688 906.32364016755059 -6697.324527392957 706.19078271064996 -16436.192324064228 980.08160706286162 4433.2664954389666 -5398.9140085452891 -1355.0155883114974 -19415.240928507195 -60848.43282871462 21702.198941331288 -15571.483605862404 37281.432849408695 25768.038896143713 11933.040200380225 -6446.5237615282813 1812.5858735965962 3967.3115756806874 11318.432880756218 -5307.2835985336524 -111227.97629030918 9620.080038060898 67122.216533786152 2511.183199532476 5118.5349517785125 -11618.769514316107 5160.2325133059203 -29051.394587089995
leaf_weight=177703 3605602 71542 202151 3416 144507 1182 1007 1873 21998 57199 417 265 964 1032 573 301 963 3061 264 84 639 1785 47 39 67 5345 9038 1861 2856 383
leaf_count=177703 3605602 71542 202151 3416 144507 1182 1007 1873 21998 57199 417 265 964 1032 573 301 963 3061 264 84 639 1785 47 39 67 5345 9038 1861 2856 383
internal_value=0 105.201 290.593 -83.5208 -14.9107 -578.832 -1457.16 -5184.58 -4627.45 -398.275 1367.55 -3844.44 3156.76 3572.25 10080.4 1692.41 6619.91 -9538.89 -24980.5 -45248.1 2512.75 -1000.18 -7656.89 -56424.8 16614.3 2769.25 2343.08 -1137.98 1082.87 -7294.78
internal_weight=0 712562 534859 332708 329292 184785 113243 25053 23871 88190 30991 7920 23071 22654 5077 17577 4504 3674 613 349 3540 2834 1871 86 706 16545 16244 7206 4246 1390
internal_count=4318164 712562 534859 332708 329292 184785 113243 25053 23871 88190 30991 7920 23071 22654 5077 17577 4504 3674 613 349 3540 2834 1871 86 706 16545 16244 7206 4246 1390
is_linear=0
shrinkage=0.1


Tree=2512
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 0 0 0 3 5 1 5 0 6 0 3 2 5 1 1 0 5 5 2 5 3 5 4 3
split_gain=9.47315e+11 2.03811e+13 4.25126e+13 5.67372e+13 3.92634e+13 3.56737e+13 2.42288e+13 4.75967e+13 3.4987e+13 3.89925e+13 2.11982e+13 1.89362e+13 3.95309e+13 3.66726e+13 2.9731e+13 4.88412e+13 5.71963e+13 5.73926e+13 4.75715e+13 4.75653e+13 3.72578e+13 6.0765e+13 4.91861e+13 4.22714e+13 3.54748e+13 4.15024e+13 3.16519e+13 3.13617e+13 4.89193e+13 4.21572e+13
threshold=50.388877400000005 52.307266200000008 56.367862600000002 55.695992150000002 55.645049100000001 5.5000000000000009 55.039751500000008 54.736324100000012 55.619594000000006 6.5000000000000009 38.210000000000008 49.964253350000007 43.205000000000005 53.355366400000001 1.5000000000000002 53.204054050000003 24.500000000000004 10.500000000000002 80.815000000000012 50.158868250000005 50.158868250000005 53.145783300000012 74.610000000000014 76.730000000000018 4.5000000000000009 98.020000000000024 9.5000000000000018 101.05000000000001 2.5000000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 6 -5 7 -2 9 -8 -10 -1 -13 14 -14 16 17 20 -18 24 21 22 -16 26 25 -17 -23 29 -29 -25
right_child=1 -3 -4 5 -6 -7 8 -9 10 -11 -12 12 13 -15 15 19 18 -19 -20 -21 -22 23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.10517958410404511 -11582.094403597519 -9.545438626488064 1430.0210631228188 -10220.452958623471 6150.5400833777785 -30758.336468241396 -14196.160640530568 6993.8950438687671 -17659.766684045924 -48916.348640480239 2883.5031653047372 -1563.8726500758448 -897.7152009708476 -15914.409910118648 -1400.5233664153966 17864.254338497423 39677.300932017548 -27101.829215693284 203463.80267857143 8303.5435914869213 -9977.0250259826353 17072.364342268927 -47719.408994973353 92024.453731632864 43893.633691074538 -84398.114564407704 -5610.1762547684775 -121594.6436298077 19604.171481015266 30679.263753386465
leaf_weight=2531657 2539 1703034 14872 3005 3674 1177 1727 3020 710 398 1717 19592 7099 883 2058 515 114 738 21 13143 1930 1414 258 151 690 43 1089 26 436 434
leaf_count=2531657 2539 1703034 14872 3005 3674 1177 1727 3020 710 398 1717 19592 7099 883 2058 515 114 738 21 13143 1930 1414 258 151 690 43 1089 26 436 434
internal_value=0 -57.127 -2524.71 -5798.2 -2703.03 -16000.7 -5920.12 -1490.44 -11329.7 -20699 -3126.27 38.402 1953.21 4173 4761.12 6503.19 573.602 -448.02 65155.2 10075.1 2075.13 6040.47 -6560.4 14261.2 28732 9983.82 7203.69 31133.2 11657.9 46513.7
internal_weight=0 1.73587e+06 32839 17967 13785 4182 10111 5559 4552 2125 2427 2.58229e+06 50634 31042 30159 23060 8669 8534 135 14391 7796 5866 2316 3550 1248 558 2503 1047 462 585
internal_count=4318164 1735873 32839 17967 13785 4182 10111 5559 4552 2125 2427 2582291 50634 31042 30159 23060 8669 8534 135 14391 7796 5866 2316 3550 1248 558 2503 1047 462 585
is_linear=0
shrinkage=0.1


Tree=2513
num_leaves=31
num_cat=0
split_feature=5 1 2 1 1 3 4 0 0 5 5 3 5 1 0 0 0 1 5 0 3 4 5 2 0 5 4 1 0 5
split_gain=9.4792e+11 1.44443e+13 2.64819e+13 4.71782e+13 3.16862e+13 4.10676e+13 2.91171e+13 2.74833e+13 3.25529e+13 2.73759e+13 3.62065e+13 3.24386e+13 2.58417e+13 2.40538e+13 3.01217e+13 3.49866e+13 2.12716e+13 4.6937e+13 5.74891e+13 3.08348e+13 3.13904e+13 2.55051e+13 2.06772e+13 2.15869e+13 3.48341e+13 3.34761e+13 6.65884e+13 3.03277e+13 2.91931e+13 2.25173e+13
threshold=112.04500000000002 37.889331900000009 5.5000000000000009 37.342273500000012 37.39371280000001 17.500000000000004 4.5000000000000009 55.820531900000013 55.842510000000011 137.05000000000004 132.05000000000004 15.500000000000002 128.92000000000004 37.487839250000007 55.87722990000001 55.734663800000007 55.924336300000007 37.855187800000003 132.05000000000004 55.899899800000007 16.500000000000004 4.5000000000000009 116.06000000000002 9.5000000000000018 44.732363600000006 132.05000000000004 2.5000000000000004 37.777459000000007 55.645049100000001 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 16 13 9 -9 10 11 -5 -13 14 15 -7 19 18 -18 21 -21 22 -6 24 27 -26 -27 -24 -25 -30
right_child=1 -3 3 4 5 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 28 25 26 -28 -29 29 -31
leaf_value=5.9807582218577231 -1163.8116941841874 -1175.6370277634621 2096.0837465720901 -37811.445625 83436.269002525252 -13762.002901785714 -71238.906882102281 201539.09365985577 34142.126488095237 142064.92172619049 -97236.932670454553 182237.70484374999 41152.200992398655 12932.570145312859 16388.320437500002 -174857.03239182694 43013.034086335014 -55383.849335937506 234981.67872596157 16393.474755859377 -114002.52614583334 -5472.2958876059092 53373.312449048914 -24942.864655504731 65354.447301993532 129793.1565999349 -65115.857091346152 219589.1627325149 13135.800723805149 122318.82381510416
leaf_weight=4248930 9653 52714 5108 30 99 28 55 26 21 21 22 20 37 546 50 26 39 20 26 48 30 142 23 114 145 24 65 21 51 30
leaf_count=4248930 9653 52714 5108 30 99 28 55 26 21 21 22 20 37 546 50 26 39 20 26 48 30 142 23 114 145 24 65 21 51 30
internal_value=0 -367.043 2213.12 6960.1 21084.8 16595.4 -1374.69 61210.1 126745 37516.9 17374.6 46356.8 90655.9 4536.89 -39540.4 -91326.3 31041.2 78580.6 119800 25939.1 -33758.8 32460.8 41877.7 33179.4 51071.4 35721.8 -12556.1 132704 7671.82 53574
internal_weight=0 69234 16520 6867 1759 1582 705 177 47 130 109 87 57 650 104 54 877 85 65 792 78 714 572 473 278 234 89 44 195 81
internal_count=4318164 69234 16520 6867 1759 1582 705 177 47 130 109 87 57 650 104 54 877 85 65 792 78 714 572 473 278 234 89 44 195 81
is_linear=0
shrinkage=0.1


Tree=2514
num_leaves=31
num_cat=0
split_feature=2 0 0 0 5 3 5 5 5 1 5 0 4 5 5 2 3 3 5 5 3 1 5 5 0 6 3 0 1 1
split_gain=9.02653e+11 4.79153e+12 1.19231e+13 2.8972e+13 2.32697e+13 2.35336e+13 2.97185e+13 3.11393e+13 2.2399e+13 1.52048e+13 1.42162e+13 1.39124e+13 3.50158e+13 3.90021e+13 2.2635e+13 3.42418e+13 1.91198e+13 2.20367e+13 1.69975e+13 2.15986e+13 3.03414e+13 3.88223e+13 1.50752e+13 1.74436e+13 2.73917e+13 1.46242e+13 1.37749e+13 1.4629e+13 4.71646e+13 6.10339e+13
threshold=14.500000000000002 55.734663800000007 51.67657710000001 52.056565900000003 137.05000000000004 17.500000000000004 86.810000000000016 40.405000000000008 91.050000000000011 45.148007750000012 80.815000000000012 53.340367100000002 3.5000000000000004 128.92000000000004 177.02500000000003 16.500000000000004 25.500000000000004 31.500000000000004 77.00500000000001 109.05000000000001 18.500000000000004 50.158868250000005 36.715000000000011 36.995000000000012 55.68356880000001 1.5000000000000002 19.500000000000004 43.592450450000008 39.726951800000002 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 5 9 7 -7 -8 -4 -9 12 13 16 15 -14 18 -18 -5 -20 21 -21 -13 24 -24 -19 27 28 -2 -30
right_child=1 -3 3 11 -6 6 8 10 -10 -11 -12 22 14 -15 -16 -17 17 25 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-13.324496233035426 -55041.82765969669 562.07937010485045 3160.7521439298916 4848.5933183575835 80768.405280172417 313.68351805920452 107798.82735854642 -21987.085336761476 -2295.1722749255955 -16397.850309353715 -52479.26852022059 1818.5341132249891 35969.990403053984 -92603.780768694196 -22191.047520380438 175933.31282327589 28694.440286896413 -57032.49637225116 -15601.573857009244 193196.73824404762 -31697.063395690919 -1477.2793115234376 -1293.6449275355187 -1184.2848778795776 -54671.519832304941 39691.638068181819 -545.29774097321967 2132.5426866857415 109641.23786764707 12030.21142350417
leaf_weight=3980118 68 156623 1656 3867 29 678 33 1520 42 523 170 19120 44 42 23 29 509 54 781 21 32 20 248 87325 157 22 32627 31438 85 260
leaf_count=3980118 68 156623 1656 3867 29 678 33 1520 42 523 170 19120 44 42 23 29 509 54 781 21 32 20 248 87325 157 22 32627 31438 85 260
internal_value=0 156.881 -192.928 -794.882 -8528.87 -9089.15 -15828.2 -17791 46146.2 -1533.67 -25054.3 -474.555 4456.63 3382.11 64316.2 91571.9 4141.89 21194.8 2028.8 -10739.5 41277.8 98233.8 -725.798 -1280.31 -21985.8 -29033.4 898.849 2378.18 21076.3 36079.3
internal_weight=0 338046 181423 116945 4651 4622 2443 2368 75 2179 1690 112294 5444 5348 96 73 5306 585 4721 854 73 41 106850 87730 405 76 64478 31851 413 345
internal_count=4318164 338046 181423 116945 4651 4622 2443 2368 75 2179 1690 112294 5444 5348 96 73 5306 585 4721 854 73 41 106850 87730 405 76 64478 31851 413 345
is_linear=0
shrinkage=0.1


Tree=2515
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 0 0 1 3 1 1 1 0 5 0 6 5 0 5 0 3 3 0 0 5 6 0 2 2
split_gain=9.07325e+11 6.02493e+12 2.13604e+13 1.88354e+13 2.16656e+13 2.71138e+13 6.03231e+13 2.40214e+13 2.25793e+13 3.42202e+13 1.78622e+13 4.65082e+13 3.89197e+13 7.9282e+13 1.50993e+14 1.57352e+14 1.50019e+14 9.31361e+13 1.46249e+14 7.42348e+13 6.87677e+13 7.0288e+13 6.47247e+13 6.4541e+13 6.3302e+13 7.55293e+13 7.03707e+13 1.22965e+14 5.92098e+13 6.61855e+13
threshold=10.500000000000002 60.005000000000003 59.245000000000012 30.502469200000004 30.332994000000003 59.939091550000008 59.932719750000011 59.916647550000008 30.388336800000001 5.5000000000000009 37.767735350000002 37.66934650000001 37.620907050000007 55.708120100000009 107.05000000000001 55.826364100000013 1.5000000000000002 64.405000000000015 55.719391050000006 67.00500000000001 55.769960200000007 6.5000000000000009 7.5000000000000009 55.806974650000008 55.535913550000011 68.52500000000002 1.5000000000000002 55.645049100000001 6.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -9 11 12 -3 24 15 16 -15 18 -18 -19 -20 -22 -17 28 25 -14 27 -26 29 -21
right_child=-2 10 3 -5 5 -7 -8 8 -10 -11 -12 -13 13 14 -16 22 17 19 20 23 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=5.8877506156065689 -58.876332715401624 -542.32082734568519 -514.96360076724432 -2313.3181586608966 15401.130580341603 -936.35796923225325 185984.41237703961 178938.42352294922 19673.292409717793 14654.664360119048 533.93159651083613 -8144.876932385193 -10395.140313889577 183519.76614543636 -138664.04660966981 -71691.887610973019 -79339.108593750003 -48612.336262444696 206354.69368257071 55555.664634146349 187752.79367305874 -3504.5650178328806 12601.405877767658 96371.110550108657 -138066.11125578705 86208.915783999153 -51255.535409553151 113148.99322160993 108931.40501080138 -27078.104415133836
leaf_weight=1943952 1629650 114873 2036 57461 505 486 24 32 49 21 558703 8040 253 82 53 154 36 113 84 164 33 46 223 151 27 119 421 70 66 237
leaf_count=1943952 1629650 114873 2036 57461 505 486 24 32 49 21 558703 8040 253 82 53 154 36 113 84 164 33 46 223 151 27 119 421 70 66 237
internal_value=0 35.688 -51.7542 -1900.39 5624.94 16816.4 30489.6 24341.6 68605.6 113845 291.97 -787.391 -282.684 12506.9 26992.5 33313.4 53856.5 42423.8 103076 25912.4 143365 76387.7 -21831.4 39539 -10963 20507.8 -33563.6 43223.1 21162.9 6717.25
internal_weight=0 2.68851e+06 2.00457e+06 60614 3153 1117 631 607 102 53 683948 125245 117205 2332 1442 1389 1012 930 199 731 163 79 377 618 890 372 518 97 467 401
internal_count=4318164 2688514 2004566 60614 3153 1117 631 607 102 53 683948 125245 117205 2332 1442 1389 1012 930 199 731 163 79 377 618 890 372 518 97 467 401
is_linear=0
shrinkage=0.1


Tree=2516
num_leaves=31
num_cat=0
split_feature=1 6 4 2 3 0 0 0 2 0 5 1 1 1 5 0 1 0 2 1 4 1 1 4 1 1 5 5 5 1
split_gain=1.01487e+12 8.04703e+12 2.13732e+13 1.84383e+13 3.25641e+13 2.86133e+13 3.83414e+13 3.35664e+13 3.04629e+13 2.85759e+13 4.61294e+13 2.94245e+13 5.25671e+13 2.66825e+13 2.39963e+13 2.40615e+13 3.8293e+13 2.38758e+13 2.80413e+13 3.45931e+13 2.97958e+13 2.79178e+13 3.50641e+13 3.75328e+13 2.53508e+13 2.07811e+13 2.07034e+13 3.60128e+13 2.77126e+13 2.152e+13
threshold=38.633372000000001 1.5000000000000002 6.5000000000000009 11.500000000000002 12.500000000000002 55.619594000000006 55.628356700000005 55.576287050000012 16.500000000000004 55.591389050000011 110.05000000000001 37.39371280000001 37.362912300000012 37.214886200000009 78.710000000000022 59.863160500000006 37.214886200000009 55.601678500000013 17.500000000000004 37.944765900000007 2.5000000000000004 37.597123000000003 37.620907050000007 2.5000000000000004 37.533784800000006 38.422276900000007 77.715000000000018 84.030000000000015 92.035000000000011 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 9 7 13 25 -9 -5 11 12 14 -7 -11 16 -16 21 -19 24 -21 -10 23 -23 -20 -6 29 -28 -29 -13
right_child=-2 3 -4 4 5 6 -8 8 17 10 -12 26 -14 -15 15 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-265.77344636240161 -31.626881667656104 449.71722166507453 -98833.434446022729 8614.2182832984163 -1732.3171947221235 -74394.274160879635 44.665602169624918 -5408.6246858473396 -35682.477674362781 -8983.9256124028252 -141403.78242187502 -31240.10357877352 109345.39676067073 26923.233449787596 -37213.006764077239 108128.79013392859 125180.34238281251 -12406.325136790556 -55670.29016927084 -62741.266989942524 -158456.17265625001 16344.69601624504 -9478.3545183404549 161157.38218750001 27141.517365579046 67862.819976380822 -145071.20169270833 72459.550344122035 -89999.550019763759 -8562.7839099067496
leaf_weight=443516 3029015 720634 22 702 19479 27 94922 4003 358 1381 28 774 41 697 53 35 20 272 81 174 40 63 702 25 68 43 36 21 21 911
leaf_count=443516 3029015 720634 22 702 19479 27 94922 4003 358 1381 28 774 41 697 53 35 20 272 81 174 40 63 702 25 68 43 36 21 21 911
internal_value=0 74.3113 -270.663 255.256 -866.032 -571.645 219.524 -3561.69 -10251.2 -9716.97 -13591.9 -12505.1 -2358.05 23144.8 -5433.83 39961.3 7278.32 -21123.3 -36682.5 -54873 -80631.9 -12517 -2019.18 57484.7 -17877 -1579.02 -21311.1 -71678.2 -8770 -18979.5
internal_weight=0 1.28915e+06 443538 845611 124977 120954 95646 25308 5786 4023 3321 3293 1530 724 1489 108 73 1783 635 363 214 1148 790 88 149 19522 1763 78 42 1685
internal_count=4318164 1289149 443538 845611 124977 120954 95646 25308 5786 4023 3321 3293 1530 724 1489 108 73 1783 635 363 214 1148 790 88 149 19522 1763 78 42 1685
is_linear=0
shrinkage=0.1


Tree=2517
num_leaves=31
num_cat=0
split_feature=3 2 1 0 6 0 4 4 5 0 5 1 1 5 3 5 5 5 1 1 0 5 5 1 1 1 1 3 5 5
split_gain=1.11523e+12 8.43756e+12 1.89965e+13 2.15382e+13 1.81382e+13 2.72365e+13 1.71581e+13 1.56098e+13 2.30082e+13 2.1316e+13 2.84858e+13 1.98284e+13 2.67907e+13 2.12167e+13 2.11136e+13 3.18395e+13 1.78407e+13 1.60241e+13 2.34105e+13 2.12513e+13 1.62514e+13 1.55609e+13 2.36281e+13 1.39605e+13 1.90688e+13 1.38537e+13 1.81897e+13 2.66911e+13 2.66542e+13 4.37039e+13
threshold=22.500000000000004 18.500000000000004 82.945329900000004 56.009576300000013 1.5000000000000002 43.514103700000014 3.5000000000000004 3.5000000000000004 77.715000000000018 59.863160500000006 91.050000000000011 37.362912300000012 37.436176200000013 81.00500000000001 19.500000000000004 99.555000000000021 40.405000000000008 107.05000000000001 38.959914000000005 65.551978750000004 55.784980300000008 53.005000000000003 61.020000000000003 37.457850350000008 30.160599000000001 38.975980350000007 37.752451500000006 19.500000000000004 137.05000000000004 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 7 -6 -4 8 16 11 -11 -10 -13 -14 15 -15 -3 -9 -19 20 -20 -18 -23 24 -24 26 28 -28 29 -7
right_child=-2 2 3 -5 5 25 -8 17 9 10 -12 12 13 14 -16 -17 21 18 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.3093809563180976 166.48122875755735 5708.6954898822496 -15057.042546661511 30233.192789555524 -117993.5025297619 -3287.0448539588706 -77997.257582465289 8908.5801912006573 40195.150172224443 -52776.793162069516 41920.183211436175 -49828.545405783581 48294.46742714724 10949.559449800532 2239.1484714434223 150628.42393749999 -9418.9112677435824 -110247.74225260418 53128.658560341282 -95948.539341517855 -34816.942363333197 9243.2325881056386 36644.622289276122 -2044.4686885716587 -30227.217168470455 297.611352397855 14695.964801146976 -20469.340249863511 87382.927001953125 -113939.32703993056
leaf_weight=3927008 368079 3819 1155 103 21 4204 45 95 313 98 47 67 163 47 620 25 2330 39 38 28 47 1777 48 1335 382 4371 251 1541 32 36
leaf_count=3927008 368079 3819 1155 103 21 4204 45 95 313 98 47 67 163 47 620 25 2330 39 38 28 47 1777 48 1335 382 4371 251 1541 32 36
internal_value=0 -15.5131 -1922.06 -13650.6 -1220.2 -4223.02 -17417.3 1553.93 2108.64 14189.3 -22081.9 18447.9 11065.2 15837 8191.64 59449.2 388.345 -23309.4 -43445.6 -20390 4499.91 -3071.88 1103.33 -7091.91 -22762.5 -3994.06 -7087.54 -15543.8 -3540.33 -4226.55
internal_weight=0 3.95008e+06 23077 1303 21774 10456 1200 11318 11071 1380 145 1235 922 855 692 72 9691 247 152 113 85 5872 3542 1765 430 10435 6064 1792 4272 4240
internal_count=4318164 3950085 23077 1303 21774 10456 1200 11318 11071 1380 145 1235 922 855 692 72 9691 247 152 113 85 5872 3542 1765 430 10435 6064 1792 4272 4240
is_linear=0
shrinkage=0.1


Tree=2518
num_leaves=31
num_cat=0
split_feature=2 4 5 5 1 1 3 6 0 3 0 5 5 5 0 0 2 0 0 1 2 1 1 1 1 5 4 5 0 0
split_gain=1.13868e+12 4.88706e+12 3.63725e+13 3.26221e+13 2.621e+13 3.2543e+13 2.13961e+13 2.55166e+13 2.06991e+13 1.44921e+13 5.04152e+13 5.17025e+13 3.97632e+13 3.92388e+13 6.62955e+13 4.06522e+13 2.53286e+13 4.77935e+13 2.31564e+13 6.87722e+13 2.04534e+13 2.72878e+13 2.59628e+13 2.60444e+13 2.35506e+13 2.14096e+13 3.38185e+13 4.55492e+13 2.95587e+13 3.422e+13
threshold=14.500000000000002 2.5000000000000004 68.00500000000001 67.990000000000023 82.911991800000024 38.969379750000009 23.500000000000004 1.5000000000000002 43.642715500000008 16.500000000000004 45.040161900000008 120.05000000000001 132.05000000000004 110.05000000000001 45.029420750000007 44.874285750000006 15.500000000000002 45.03656895000001 45.053747000000008 38.969379750000009 15.500000000000002 82.871296800000025 30.207352000000004 30.160599000000001 39.011252750000004 93.00500000000001 3.5000000000000004 132.05000000000004 55.820531900000013 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 -5 -3 10 11 13 -13 14 -4 -15 17 -16 19 -12 21 22 23 -20 -22 28 27 -27 29 -24
right_child=1 2 9 4 -6 -7 -8 -9 -10 -11 18 12 -14 15 16 -17 -18 -19 20 -21 24 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-14.965504009604377 -0.61094759482934857 79480.464503205134 -6030.8125157736949 208621.23488281251 131339.49347656252 647.61034573227619 20528.330912162164 64634.229418945317 6374.7398177732612 694.60015435249329 -178949.70095766129 163912.9574404762 36606.407537738349 16055.524218750001 258867.22336309525 -185568.49619140627 41004.954941406257 45518.71071428572 -1475.9048828125001 6698.7246651785717 13108.443489868017 13804.461634631767 -4922.9038555969546 137289.6189732143 -9589.5544000780974 -42857.275986769026 -757.17479755108172 -182107.386875 -29448.750292509238 92211.817300575669
leaf_weight=3980118 277941 39 243 20 30 134 37 32 5598 49380 31 42 59 20 21 20 40 21 38 56 829 321 796 21 1019 389 195 25 611 38
leaf_count=3980118 277941 39 243 20 30 134 37 32 5598 49380 31 42 59 20 21 20 40 21 38 56 829 321 796 21 1019 389 195 25 611 38
internal_value=0 176.202 993.832 8457.18 43585.9 31780.5 78654.7 120014 6880.53 183.003 -5041.95 26224.6 89545.8 8702.89 20205.6 -84756.5 97954.9 152193 -8376.86 -59451.9 -7339.14 -13361.3 -17488.2 47915.2 592.61 -19366.9 -35093.3 -51266.1 -12738.9 -497.101
internal_weight=0 338046 60105 5890 253 223 89 52 5637 54215 4835 466 101 365 325 40 82 42 4369 87 4282 2434 2113 59 1848 2054 609 414 1445 834
internal_count=4318164 338046 60105 5890 253 223 89 52 5637 54215 4835 466 101 365 325 40 82 42 4369 87 4282 2434 2113 59 1848 2054 609 414 1445 834
is_linear=0
shrinkage=0.1


Tree=2519
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 5 1 4 3 0 5 0 1 5 3 3 5 5 3 3 0 2 2 2 3 3 1 1 2 3
split_gain=9.34357e+11 8.48484e+12 2.17983e+13 1.28991e+14 4.24018e+13 3.18649e+13 2.48287e+13 3.53198e+13 2.86453e+13 2.68008e+13 2.28947e+13 2.31608e+13 2.19875e+13 2.70439e+13 2.57311e+13 2.97632e+13 6.46843e+13 5.93225e+13 3.32567e+13 2.96532e+13 4.79809e+13 3.77904e+13 3.77699e+13 2.64704e+13 2.62334e+13 7.2335e+13 4.87888e+13 3.84624e+13 3.80178e+13 3.31557e+13
threshold=44.580511600000001 44.039893800000009 41.950906500000009 39.188277450000008 2.5000000000000004 66.040000000000006 42.09605220000001 2.5000000000000004 10.500000000000002 44.226894250000008 88.015000000000015 44.226894250000008 39.080602550000002 85.020000000000024 15.500000000000002 12.500000000000002 67.00500000000001 77.715000000000018 14.500000000000002 16.500000000000004 44.226894250000008 5.5000000000000009 14.500000000000002 7.5000000000000009 7.5000000000000009 8.5000000000000018 38.096381250000007 38.058342000000003 6.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 -6 7 10 -9 -8 11 -4 14 -14 15 23 -17 -18 -19 22 -21 -22 -16 24 28 26 -26 29 -3 -27
right_child=-2 2 6 4 5 -7 9 8 -10 -11 -12 -13 13 -15 19 16 17 18 -20 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=156.58341618449458 8.7469045576125435 -631.0391630574785 -4807.4928535230347 -19141.000347564928 -46366.92428967476 -120474.03943684895 -457.59055301152222 23751.807140348526 -76771.058792429962 -29389.760433867483 -67069.442704264322 14380.487846283793 -10397.761150285398 -75032.682886101218 -38011.145489336101 -19294.115665409485 224405.01718750002 97601.864513830238 5136.5202791539632 -66968.453757126277 -55730.061613268736 57130.354498487912 -182709.59117187501 -14714.967365485727 42922.806079310365 73353.58319463316 -19139.642079564146 -6870.3333213645983 -40528.630501434949 7779.0980611002351
leaf_weight=114886 4170694 9488 1626 796 480 66 10753 1261 29 330 48 1026 1348 68 184 145 22 74 82 74 39 124 20 1185 760 115 152 1810 245 234
leaf_count=114886 4170694 9488 1626 796 480 66 10753 1261 29 330 48 1026 1348 68 184 145 22 74 82 74 39 124 20 1185 760 115 152 1810 245 234
internal_value=0 -247.377 -1671.68 -4071.36 -33862.6 -55324.9 1116.14 7880.38 21492 -1319.06 1377.06 2615.91 -1598.73 -13501.7 -456.28 276.811 30287.9 70677.8 48998.3 -24247.7 -189.764 30126.9 -52197.3 -416.132 907.213 8965.41 32579.1 -1009.42 -1635.35 29386.7
internal_weight=0 147470 32584 17511 1342 546 15073 3990 1290 11083 2700 2652 16169 1416 14753 14312 323 178 156 441 237 163 204 13989 12804 3071 912 2159 9733 349
internal_count=4318164 147470 32584 17511 1342 546 15073 3990 1290 11083 2700 2652 16169 1416 14753 14312 323 178 156 441 237 163 204 13989 12804 3071 912 2159 9733 349
is_linear=0
shrinkage=0.1


Tree=2520
num_leaves=31
num_cat=0
split_feature=2 1 0 1 5 1 0 2 5 4 5 0 0 3 0 0 2 5 5 5 1 4 5 1 5 5 3 0 3 1
split_gain=9.20733e+11 4.60551e+12 3.15949e+13 2.05923e+13 1.989e+13 3.51992e+13 3.52408e+13 8.48251e+13 3.29294e+13 2.90939e+13 3.98005e+13 4.0697e+13 4.54226e+13 3.6902e+13 4.07782e+13 3.26089e+13 3.09397e+13 3.81559e+13 2.51859e+13 2.19682e+13 2.09716e+13 2.01592e+13 1.86547e+13 3.08645e+13 3.02036e+13 1.83944e+13 1.68301e+13 1.4629e+13 1.44492e+13 2.63223e+13
threshold=14.500000000000002 37.328003200000005 44.580511600000001 30.502469200000004 84.030000000000015 37.314272700000011 54.484631300000011 17.500000000000004 88.015000000000015 2.5000000000000004 61.020000000000003 53.204054050000003 55.674875350000008 25.500000000000004 55.701368300000006 55.657530000000008 23.500000000000004 71.00500000000001 60.005000000000003 64.020000000000024 37.214886200000009 3.5000000000000004 128.92000000000004 37.098288800000006 123.15000000000002 123.15000000000002 19.500000000000004 55.68356880000001 23.500000000000004 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 28 9 6 7 8 -6 10 18 -12 15 14 16 -13 17 -14 -5 -17 -20 -11 24 -24 -8 -10 -7 -19 29 -4
right_child=1 -3 3 4 5 26 22 -9 25 21 11 12 13 -15 -16 19 -18 27 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-13.457279862273896 114139.29697265626 343.64187019155901 -265.72853023967565 -2697.0873300521712 -64120.260869565223 -1880.634695870536 -17348.160476022396 220795.15178571429 64961.311960827472 11127.286153558656 18628.785167559454 -34220.455420315651 31370.646464445152 36093.552282151439 -28796.692273460445 -6745.3029389880949 123355.40193749999 -121335.64567307693 -278.05161458333333 -120098.22985733696 52172.945936869961 -75970.796469907407 -18695.222073102679 134653.38779761907 -122909.33297991072 -33352.178004807698 -81584.091137471332 -15255.012041766829 -1151.4433796851574 6766.8644116801897
leaf_weight=3980118 24 270059 14806 12879 46 35 848 21 71 1684 272 248 147 130 979 21 25 26 150 92 155 27 35 21 28 26 109 26 26747 8309
leaf_count=3980118 24 270059 14806 12879 46 35 848 21 71 1684 272 248 147 130 979 21 25 26 150 92 155 27 35 21 28 26 109 26 26747 8309
internal_value=0 158.445 -577.199 -617.709 -3506.72 -15730.3 -9623.22 33123.6 5563.39 -2607.77 -4003.75 -17276.8 -23042 -14520.5 -19990 -54507.9 18500.1 5327.28 -2024.48 -99032.6 26377.4 9752.86 -17145.2 38810.5 -20722.3 38609.2 -62211.7 -68295.3 431.067 2262.23
internal_weight=0 338046 67987 67963 18101 1240 1096 164 143 16861 15150 1966 1694 1333 1203 361 224 199 13184 113 305 1711 932 56 876 97 144 52 49862 23115
internal_count=4318164 338046 67987 67963 18101 1240 1096 164 143 16861 15150 1966 1694 1333 1203 361 224 199 13184 113 305 1711 932 56 876 97 144 52 49862 23115
is_linear=0
shrinkage=0.1


Tree=2521
num_leaves=31
num_cat=0
split_feature=4 3 3 5 5 0 0 5 2 1 1 0 5 5 1 3 3 6 0 3 2 5 5 3 5 0 0 3 1 1
split_gain=8.87493e+11 3.92541e+12 7.76119e+12 1.41378e+13 2.39493e+13 4.52848e+13 6.15432e+12 6.12694e+12 1.13984e+13 1.09062e+13 4.15576e+12 2.23562e+13 3.49543e+13 9.49405e+13 5.05991e+13 2.32341e+13 3.56328e+13 1.91872e+13 2.46743e+13 3.21982e+13 1.98699e+13 1.83886e+13 4.44121e+13 3.12774e+13 1.73586e+13 1.54749e+13 2.97998e+13 4.26975e+13 3.25868e+13 3.21012e+13
threshold=4.5000000000000009 25.500000000000004 24.500000000000004 137.05000000000004 81.00500000000001 55.885524800000006 56.802385350000009 161.85000000000002 24.500000000000004 82.945329900000004 30.323743050000001 59.932719750000011 161.85000000000002 150.04500000000004 30.305955500000003 3.5000000000000004 2.5000000000000004 1.5000000000000002 59.939091550000008 5.5000000000000009 12.500000000000002 109.05000000000001 116.06000000000002 9.5000000000000018 142.05000000000004 59.846652800000008 59.863160500000006 7.5000000000000009 30.315880100000005 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -4 -6 -3 8 -5 -9 11 12 13 15 -15 16 -2 -13 19 -19 21 -20 -23 -24 25 -17 27 -27 29 -28
right_child=1 6 3 7 5 -7 -8 9 -10 -11 -12 17 -14 14 -16 24 -18 18 20 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-2.6197868950568743 5880.6821875000005 -53838.381201171876 -38115.144605654765 -75284.37229296875 195520.32513586956 14889.3224155971 16874.999921874998 -3598.6305045114441 20207.774250000002 75634.745516304349 32.07827688882378 61098.015892269745 -19614.639691427481 81313.478784179693 284073.83796875004 -10783.699388363488 184960.28875000001 -153998.06498842593 -32000.896143101287 -4626.7767137096771 -89127.556655092601 148333.94289772728 -5887.5579411204271 117281.35582386365 -76557.626491477276 212260.21023437503 -62320.375 10377.237482244318 -62383.578342507106 52801.854586522109
leaf_weight=4303792 25 32 21 25 23 35 20 71 25 23 12745 38 184 32 20 152 20 27 140 31 27 22 328 22 22 20 29 22 44 147
leaf_count=4303792 25 32 21 25 23 35 20 71 25 23 12745 38 184 32 20 152 20 27 140 31 27 22 328 22 22 20 29 22 44 147
internal_value=0 784.513 884.102 19394 53388.3 86518.9 -26640.9 744.315 -27538.3 15788.3 591.295 5862.91 17964.4 30937.2 159298 17060.4 85471.6 -7801.27 -12186.8 -74161.7 -5517.91 -1108.8 10517.3 1854.49 9999.58 14599.2 29325.2 106512 14589.6 33832.9
internal_weight=0 14372 14320 223 79 58 52 144 50 94 14097 1352 717 533 52 481 45 635 597 58 539 512 372 350 436 414 262 42 220 176
internal_count=4318164 14372 14320 223 79 58 52 144 50 94 14097 1352 717 533 52 481 45 635 597 58 539 512 372 350 436 414 262 42 220 176
is_linear=0
shrinkage=0.1


Tree=2522
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 1 0 3 1 1 1 0 5 5 5 1 5 0 5 1 2 6 1 5 0 1 5 3 5 3
split_gain=8.7288e+11 8.8913e+12 1.08707e+14 4.75976e+13 3.79841e+13 3.54764e+13 1.10723e+14 6.30496e+13 4.93304e+13 4.4377e+13 5.41323e+13 7.92151e+13 3.87182e+13 3.82449e+13 3.7923e+13 4.45242e+13 3.60879e+13 3.3899e+13 3.40309e+13 3.08151e+13 3.00502e+13 2.91847e+13 4.60612e+13 3.54399e+13 2.83116e+13 2.82416e+13 2.87407e+13 2.82242e+13 2.79898e+13 2.60207e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 47.272352350000006 105.35000000000001 39.718803500000007 47.222459950000008 14.500000000000002 39.826386800000009 39.714575750000009 39.666208800000007 47.222459950000008 128.92000000000004 72.010000000000005 56.005000000000003 39.739656000000004 120.05000000000001 45.254062050000009 109.05000000000001 39.488326500000007 2.5000000000000004 1.5000000000000002 37.314272700000011 150.04500000000004 47.228519500000004 39.753614400000011 104.75000000000001 10.500000000000002 48.035000000000004 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 5 19 9 -7 8 14 10 24 12 27 -11 -8 -16 -17 20 -19 -4 21 23 -23 -2 -3 -9 -27 -12 -21 -29
right_child=1 3 4 -5 -6 6 7 25 -10 13 11 -13 -14 -15 15 16 -18 18 -20 28 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-49.811258562724333 9497.4192831947967 3797.629680062244 21784.950828313507 42.210253654546918 -82021.639497664175 58869.899917580049 12095.118246723743 9050.5119166986697 -8402.4157663486076 -2432.7093266196348 -1457.2838517316684 5432.9814710218479 130860.82471217106 -22757.002118356275 10381.36575137299 43127.779512076304 140261.12247558596 28163.499831413646 -68128.271193910259 -6832.0877137456937 -496.11058124108916 41983.734199468156 725.11906589141154 -114866.9257982337 -4926.7892104734165 -1371.5093812446289 -60248.670870535716 45950.689197835949 -17818.143356038225 11619.384050254217
leaf_weight=1938624 6126 7308 294 2031380 74 407 1709 3466 637 5064 254 9537 38 1133 505 874 40 623 39 6008 263134 274 21719 23 7575 6385 84 738 3777 315
leaf_count=1938624 6126 7308 294 2031380 74 407 1709 3466 637 5064 254 9537 38 1133 505 874 40 623 39 6008 263134 274 21719 23 7575 6385 84 738 3777 315
internal_value=0 40.5815 -466.33 114.294 -10638.3 3292.77 7469.77 5942.78 16962.8 1449.17 3276.59 8637.07 31356.3 -6148.61 22128.3 34211.9 47378.7 -112.569 22490.7 -10114.3 -163.94 2941.93 1239.14 9032.24 -642.838 1766.59 -2136.03 28463.3 -11072.7 35680.6
internal_weight=0 2.37954e+06 302091 2.07745e+06 10153 46069 14107 13700 3765 31962 25765 10882 1345 6197 3128 1419 914 291938 662 10079 291276 28142 21993 6149 14883 9935 6469 1307 9785 1053
internal_count=4318164 2379540 302091 2077449 10153 46069 14107 13700 3765 31962 25765 10882 1345 6197 3128 1419 914 291938 662 10079 291276 28142 21993 6149 14883 9935 6469 1307 9785 1053
is_linear=0
shrinkage=0.1


Tree=2523
num_leaves=31
num_cat=0
split_feature=3 6 0 2 1 1 1 5 5 1 5 5 5 5 3 1 5 4 5 5 5 5 1 0 3 5 0 2 1 1
split_gain=8.81725e+11 7.66779e+12 1.2584e+13 2.59165e+13 2.4496e+13 9.13589e+13 6.0302e+13 3.98018e+13 4.80733e+13 2.30634e+13 2.61981e+13 2.074e+13 8.07592e+13 2.0046e+13 2.29285e+13 2.14604e+13 3.04007e+13 2.1004e+13 5.11058e+13 5.32407e+13 1.07681e+14 4.52671e+13 3.39189e+13 7.15919e+13 3.29e+13 4.34861e+13 2.31364e+13 2.02879e+13 1.91035e+13 1.88329e+13
threshold=3.5000000000000004 1.5000000000000002 44.039893800000009 2.5000000000000004 39.863684800000009 39.826386800000009 39.969502550000009 57.405000000000008 81.00500000000001 39.726951800000002 34.920000000000009 76.730000000000018 118.33500000000002 40.005000000000003 2.5000000000000004 39.826386800000009 41.995000000000012 2.5000000000000004 55.005000000000003 69.610000000000014 72.705000000000013 65.905000000000015 39.726951800000002 43.592450450000008 2.5000000000000004 95.020000000000024 43.642715500000008 1.5000000000000002 42.09605220000001 39.753614400000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 9 7 -6 -9 11 -11 -5 -13 14 -3 16 -15 18 -18 21 -21 22 23 -20 -22 -26 -25 -16 -29 -12
right_child=-2 2 -4 4 6 -7 -8 8 -10 10 29 12 -14 15 27 -17 17 -19 19 20 24 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-1715.4078632340095 -11.061072485536945 6142.9797970484369 192.32792710360042 14099.825577713818 45898.703170691122 -210753.92718750003 11598.334613218853 211989.45032552085 21606.357440476189 24810.228365756499 -66123.764703428402 202673.45793269231 -64610.752656250006 139767.29436035157 2175.9368193985028 1815.3686012298481 3811.4606878944269 -1713.4302841707895 204393.51742369187 -148616.65302734377 -42008.639592633932 226166.97975543479 5552.1658909574471 -42384.500512695318 182131.87992424244 17191.310080645162 93772.585697115399 -23547.719761012471 13633.367883339411 3286.4705295138892
leaf_weight=19540 4074053 1231 215040 285 179 20 806 36 21 101 103 26 20 20 718 3512 411 439 43 32 21 23 47 24 33 31 26 1102 158 63
leaf_count=19540 4074053 1231 215040 285 179 20 806 36 21 101 103 26 20 20 718 3512 411 439 43 32 21 23 47 24 33 31 26 1102 158 63
internal_value=0 184.602 349.923 3905.6 15260.4 -513.269 24615.6 69073 141848 6518.19 -15347.8 24156.3 86462.9 1510.86 -4571.89 5697.81 17554.4 15391.4 26258.3 59206.9 7738.19 96150.8 74790.9 109783 66601.2 102239 28417.2 -11240.2 -18885.3 -39781.3
internal_weight=0 244111 224571 9531 1660 618 1042 236 57 598 267 331 46 7871 3209 4662 1150 1130 691 280 117 163 140 93 85 64 50 1978 1260 166
internal_count=4318164 244111 224571 9531 1660 618 1042 236 57 598 267 331 46 7871 3209 4662 1150 1130 691 280 117 163 140 93 85 64 50 1978 1260 166
is_linear=0
shrinkage=0.1


Tree=2524
num_leaves=31
num_cat=0
split_feature=2 3 0 3 4 0 5 5 1 0 1 1 3 0 5 5 3 1 0 0 5 6 0 1 1 1 0 2 3 0
split_gain=9.02907e+11 7.77167e+12 2.48596e+13 2.42343e+13 3.10729e+13 2.77553e+13 5.59098e+13 5.4142e+13 2.96136e+13 5.86703e+13 2.87422e+13 3.2335e+13 2.30175e+13 2.27822e+13 3.77609e+13 2.49918e+13 2.23084e+13 2.22798e+13 2.36174e+13 2.18818e+13 2.10427e+13 2.05668e+13 2.1142e+13 2.30196e+13 6.26681e+13 5.28872e+13 4.03074e+13 3.98562e+13 3.26354e+13 3.82655e+13
threshold=5.5000000000000009 19.500000000000004 60.035045000000004 16.500000000000004 3.5000000000000004 56.054485600000007 150.04500000000004 150.04500000000004 37.475443250000005 55.591389050000011 37.777459000000007 39.262370300000008 17.500000000000004 45.067452850000002 46.010000000000012 110.05000000000001 17.500000000000004 44.660994650000006 45.047272400000004 54.978840000000005 76.730000000000018 1.5000000000000002 43.514103700000014 39.071052600000009 39.041623000000008 39.047276750000002 45.022371150000005 2.5000000000000004 17.500000000000004 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 13 7 -7 8 9 -6 16 -12 -11 14 -5 21 -10 18 -17 20 -13 -16 -23 24 -24 27 -27 -26 -25 -30
right_child=-2 2 -4 4 5 6 -8 -9 10 12 11 19 -14 -15 15 17 -18 -19 -20 -21 -22 22 23 28 25 26 -28 -29 29 -31
leaf_value=-80.335479394828397 53.117062972368174 -1274.8684949440994 5585.5885102082666 -734.1786390338043 -34945.040078124999 -12277.952680916622 124385.05351562501 -82770.23291015625 1524.0188483029804 76109.172452132436 72030.369450298109 83140.345820312505 175224.09496228449 776.61343363065578 835.77699078296291 -66356.758005878713 -97166.209143518528 61324.159765625001 47982.893181818188 35925.40357923774 -27041.441884014424 65138.311085668101 15751.14129680197 28624.81334531886 60658.559505208337 1055.0867784772602 124786.58490668403 204048.79903273811 -80377.224517463241 -1636.356433434401
leaf_weight=2246232 1838026 95820 5590 4615 45 464 32 44 151 122 152 20 29 121333 1089 101 27 23 22 251 130 87 2473 338 36 98 36 42 68 668
leaf_count=2246232 1838026 95820 5590 4615 45 464 32 44 151 122 152 20 29 121333 1089 101 27 23 22 251 130 87 2473 338 36 98 36 42 68 668
internal_value=0 -39.365 -896.701 -2.81498 1311.41 15784.4 -3460.98 25615.2 30759.7 65277 21504.7 32754.6 95144.5 1149.37 5813.89 11761.4 -13445.8 -29013.4 -45905.8 17867.1 -12350.5 12967.7 16402.9 15274.9 20224.2 72403.2 34296.4 137869 2901.72 -8911.33
internal_weight=0 2.48014e+06 101410 2.37873e+06 132496 1467 496 971 927 196 731 553 151 131029 9696 5081 178 146 123 401 150 4935 3846 3759 2685 212 134 78 1074 736
internal_count=4318164 2480138 101410 2378728 132496 1467 496 971 927 196 731 553 151 131029 9696 5081 178 146 123 401 150 4935 3846 3759 2685 212 134 78 1074 736
is_linear=0
shrinkage=0.1


Tree=2525
num_leaves=31
num_cat=0
split_feature=3 0 5 3 5 0 3 3 1 6 2 3 5 5 5 3 3 5 5 2 1 0 5 0 0 6 0 0 0 1
split_gain=9.69468e+11 5.92707e+12 1.04129e+13 1.90747e+13 1.84081e+13 7.55648e+12 1.15113e+13 1.35071e+13 2.37751e+13 1.63024e+13 1.35995e+13 1.36613e+13 8.46239e+12 1.58445e+13 8.77283e+12 8.00448e+12 1.31852e+13 7.40133e+12 2.21063e+13 6.96154e+12 6.78751e+12 3.2586e+13 3.41997e+13 3.22046e+13 1.17382e+14 8.90656e+13 8.34355e+13 1.89807e+14 1.30281e+14 1.13112e+14
threshold=10.500000000000002 61.674413550000004 93.00500000000001 16.500000000000004 109.05000000000001 60.693675950000006 12.500000000000002 13.500000000000002 65.659480050000013 1.5000000000000002 19.500000000000004 15.500000000000002 68.00500000000001 81.00500000000001 109.05000000000001 18.500000000000004 15.500000000000002 81.00500000000001 93.00500000000001 6.5000000000000009 37.314272700000011 58.049540950000008 59.245000000000012 55.619594000000006 55.193434200000006 1.5000000000000002 55.674875350000008 55.701368300000006 55.734663800000007 36.761894450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 20 17 8 -8 15 11 -11 -13 -14 -15 16 -9 -7 -19 -20 23 -22 -23 24 -2 -26 29 -28 -29 -25
right_child=1 2 3 -5 -6 6 7 9 -10 10 -12 12 13 14 -16 -17 -18 18 19 -21 21 22 -24 26 25 -27 27 28 -30 -31
leaf_value=36.88995320924267 905.71731746091746 -4534.9673635137915 35846.217678571433 104689.49508463542 -52148.542274305561 -1578.7365044413527 14886.266791992188 6571.6713836669924 112330.15551470588 12044.98401059874 72550.694933593753 -4873.9766683195439 -57870.786454971974 39270.690980360247 -40882.602476917615 4199.1900328056299 44368.782211465754 -78602.430706188723 -27912.752290482953 46685.293157327593 -128.31167120816414 -3820.8212471922088 -24043.628820494938 30190.69603708951 51404.954968062149 12529.434188289579 24397.733050142 -36366.556656773108 196.61926980423542 -13715.388538384301
leaf_weight=2688514 20685 4336 70 24 36 365 95 156 34 414 25 483 92 36 22 199 226 51 22 29 1307515 3682 1082 639 734 2990 3244 978 274209 7177
leaf_count=2688514 20685 4336 70 24 36 365 95 156 34 414 25 483 92 36 22 199 226 51 22 29 1307515 3682 1082 639 734 2990 3244 978 274209 7177
internal_value=0 -60.8592 -3698.88 24188 5961.2 -50.8619 5741.61 9404.07 40569.2 6971.95 -339.109 -2079.55 -11317.4 -32065.2 8867.72 20461.6 28933.3 -8233.77 -32048.3 14505.7 -58.8889 -158.391 -8413.83 361.429 3848.13 20191.8 64.1091 350.157 66.6757 -10125.8
internal_weight=0 1.62965e+06 4466 130 106 1.62518e+06 2249 1782 129 1653 1072 1047 633 150 58 581 382 467 102 51 1.62294e+06 1.31228e+06 4764 310656 24409 3724 286247 278431 275187 7816
internal_count=4318164 1629650 4466 130 106 1625184 2249 1782 129 1653 1072 1047 633 150 58 581 382 467 102 51 1622935 1312279 4764 310656 24409 3724 286247 278431 275187 7816
is_linear=0
shrinkage=0.1


Tree=2526
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 3 4 5 4 1 2 5 0 1 2 5 5 0 0 0 1 1 3 3 3 0 2 5 5
split_gain=9.32308e+11 9.52423e+12 5.26072e+13 9.29709e+13 6.01588e+13 1.16241e+14 5.40533e+13 6.15302e+13 9.91535e+13 4.88477e+13 4.37154e+13 1.12912e+14 5.05187e+13 3.83358e+13 6.34719e+13 5.29634e+13 7.04459e+13 4.99545e+13 3.3533e+13 3.25222e+13 3.22398e+13 3.18114e+13 2.56879e+13 3.49501e+13 2.37602e+13 2.6207e+13 6.2471e+13 2.48446e+13 2.37223e+13 3.9925e+13
threshold=89.00500000000001 82.837870700000011 82.888608650000023 54.970187400000007 55.046835900000012 54.990279300000005 8.5000000000000018 3.5000000000000004 109.05000000000001 1.5000000000000002 82.897133550000021 4.5000000000000009 116.06000000000002 55.078308950000007 82.871296800000025 2.5000000000000004 128.92000000000004 95.020000000000024 54.970187400000007 54.978840000000005 55.120365700000008 82.871296800000025 78.608766650000021 13.500000000000002 7.5000000000000009 4.5000000000000009 55.061033200000004 5.5000000000000009 177.02500000000003 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 3 -3 5 6 -5 19 -9 -6 11 12 20 14 17 -15 -17 -11 -13 -8 -4 -21 -2 24 25 26 -24 28 29 -27
right_child=1 2 10 4 9 -7 7 8 -10 13 -12 18 -14 15 -16 16 -18 -19 -20 21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=10.783462999506551 -403.74934558246196 -61835.913292968755 -39390.91597239257 6430.6676645464604 -6339.7003534226196 -31660.676860351567 -11003.324319196428 -37444.536249999997 224556.80392503005 8880.7257817382815 1159.1007124957746 -91303.852937500007 -132533.67082098601 1999.6029664294556 235714.94750000001 231286.64645833333 30650.645089285717 151702.61004231771 27932.657577375605 8606.491154875579 81122.283016304355 103209.84182504508 -6121.3299252293691 -91925.057394462725 73319.521533203122 -18711.935711253016 162363.32453703706 84200.406889204547 65466.658378232765 -88270.751024865604
leaf_weight=4097479 182355 125 637 226 84 340 70 20 52 50 34678 25 58 101 35 30 42 48 417 54 23 104 119 57 32 732 27 22 29 93
leaf_count=4097479 182355 125 637 226 84 340 70 20 52 50 34678 25 58 101 35 30 42 48 417 54 23 104 119 57 32 732 27 22 29 93
internal_value=0 -200.218 1258.34 20410.4 28595.7 13908.9 43364.5 71188 151779 61208 520.327 -18575.7 -43054.5 79750.6 120119 48716.1 114249 78834.3 21188.5 45738.3 -35191.2 70877.1 -496.109 -15655.7 -11531.1 -14187.9 25036.8 -20725.3 -23428.3 -26553.1
internal_weight=0 220685 37219 1381 1256 866 526 300 72 390 35838 1160 718 306 133 173 72 98 442 228 660 158 183466 1111 1054 1022 146 876 854 825
internal_count=4318164 220685 37219 1381 1256 866 526 300 72 390 35838 1160 718 306 133 173 72 98 442 228 660 158 183466 1111 1054 1022 146 876 854 825
is_linear=0
shrinkage=0.1


Tree=2527
num_leaves=31
num_cat=0
split_feature=1 2 5 5 5 5 2 2 5 3 2 1 0 3 0 3 5 3 0 0 3 0 6 0 1 3 5 0 5 5
split_gain=8.99787e+11 1.19876e+13 1.60223e+13 1.08343e+13 1.51435e+13 1.22209e+13 1.29021e+13 1.78223e+13 1.62529e+13 1.20854e+13 1.76165e+13 2.71235e+13 1.02139e+13 2.20857e+13 6.5046e+13 5.29869e+13 4.93808e+13 4.16954e+13 8.23987e+13 4.8803e+13 7.97349e+13 6.02431e+13 5.29995e+13 5.9324e+13 1.05874e+14 4.9866e+13 7.13554e+13 4.7106e+13 4.69999e+13 4.0317e+13
threshold=30.226173900000003 17.500000000000004 120.05000000000001 116.06000000000002 112.04500000000002 87.00500000000001 22.500000000000004 18.500000000000004 99.555000000000021 22.500000000000004 20.500000000000004 30.207352000000004 59.863160500000006 8.5000000000000018 59.932719750000011 22.500000000000004 48.510000000000012 12.500000000000002 59.950068600000009 60.003414000000006 14.500000000000002 60.029906750000002 1.5000000000000002 59.950068600000009 30.207352000000004 18.500000000000004 90.015000000000015 59.990816400000007 89.00500000000001 73.995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 -3 7 8 -7 -9 11 -11 -1 -14 15 16 -15 18 -16 20 27 28 23 25 29 -22 -27 -19 -21 -25
right_child=-2 2 -4 -5 -6 6 -8 9 -10 10 -12 -13 13 14 17 -17 -18 19 -20 21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=196.68403685073108 7.2539985870463397 3990.5238979348355 -60640.305764358112 67449.930133928574 -77710.430042613632 111726.99174804689 70805.320618393846 24583.325418526787 -3188.2592187499999 -60893.887500000004 -70498.536866344104 94417.622554347836 2403.5986414640215 -8890.2984540025318 -47718.258501995006 12835.325484630444 -34572.470301320842 45065.837107606778 -5074.7225194935945 -13734.426869872157 -5183.9451097545643 545.60593354408127 10620.837941057625 -80509.155831631753 -5022.5330532370563 69724.560638267954 -72859.319631177335 -7721.9488493888612 -64748.577206636677 -230339.77515624999
leaf_weight=68385 4211803 3921 37 28 22 32 51 105 20 22 44 23 8713 1563 513 540 1437 765 3882 2055 2066 7115 3804 176 373 191 43 217 198 20
leaf_count=68385 4211803 3921 37 28 22 32 51 105 20 22 44 23 8713 1563 513 540 1437 765 3882 2055 2066 7115 3804 176 373 191 43 217 198 20
internal_value=0 -287.252 4881.75 5449.77 5040.34 5471.95 25029.7 15539.6 67528.8 1604.4 -25505.6 18487.6 -505.295 -1931 -3444.23 -16001.4 -21192.1 -1368.76 -10052.2 873.142 6796.34 -3966.96 2881.2 -7380.76 -36291.4 -228.518 43523.2 33400.9 -18217.7 -95798
internal_weight=0 106361 4305 4268 4240 4218 297 246 52 194 89 45 102056 33671 24958 3540 3000 21418 4395 17023 7655 9368 6673 2869 569 2300 234 982 2253 196
internal_count=4318164 106361 4305 4268 4240 4218 297 246 52 194 89 45 102056 33671 24958 3540 3000 21418 4395 17023 7655 9368 6673 2869 569 2300 234 982 2253 196
is_linear=0
shrinkage=0.1


Tree=2528
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 1 0 5 0 5 0 1 5 5 3 5 0 5 5 5 5 5 2 4 0 0 2 5 0
split_gain=9.00226e+11 6.77195e+12 1.26949e+13 2.20055e+13 1.26925e+13 9.68833e+12 8.95857e+12 3.12309e+13 2.45973e+13 2.29641e+13 2.15442e+13 1.93628e+13 2.13784e+13 2.3771e+13 2.42904e+13 3.29666e+13 2.34604e+13 2.31202e+13 2.15673e+13 2.05661e+13 3.19137e+13 2.18679e+13 1.91929e+13 1.57889e+13 5.10066e+13 2.94839e+13 2.38023e+13 2.02855e+13 2.52977e+13 2.07801e+13
threshold=83.000022850000008 83.003542850000017 55.050600750000008 55.030402950000003 15.500000000000002 40.205000000000005 83.011163250000024 55.012873400000011 33.57500000000001 55.017766000000002 33.005000000000003 54.920670650000005 83.006817700000013 118.33500000000002 51.015000000000008 5.5000000000000009 99.555000000000021 55.002082750000007 225.45000000000002 64.805000000000021 81.00500000000001 93.00500000000001 94.040000000000006 10.500000000000002 1.5000000000000002 55.017213950000006 55.020029900000004 6.5000000000000009 87.00500000000001 55.014170500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 10 9 -9 -3 -12 -13 14 -14 16 -16 -18 -15 -17 -21 -22 23 27 -25 -26 -27 -10 29 -29
right_child=1 6 -4 4 5 -7 -8 8 22 -11 11 12 13 18 15 19 17 -19 -20 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=17.174605887493712 -1013.6173062212895 -7951.3230490659016 -32605.905850074407 9759.3189415487577 12513.647497558595 78840.794371811222 -118.43313017344325 -13354.844331253407 -1232.7419645757793 14673.117835639412 -54452.104891304349 5275.709253962742 11261.022276903741 -62601.162044270837 102038.07333431604 40493.009374985224 104973.67953404019 -27749.339017857146 5239.6329001168233 -6110.0048944682458 114453.22722284227 10463.862354767629 -32946.439256715239 9446.3927699850065 -75357.101000350565 36164.851582362287 -42317.594763401576 -7307.6041761197312 -15093.317660906725 6192.6292933324448
leaf_weight=3782924 94078 748 126 1093 40 49 389267 344 28886 1946 46 3090 1052 60 106 413 21 35 214 310 42 39 178 396 156 59 112 1281 683 10370
leaf_count=3782924 94078 748 126 1093 40 49 389267 344 28886 1946 46 3090 1052 60 106 413 21 35 214 310 42 39 178 396 156 59 112 1281 683 10370
internal_value=0 -121.385 -885.211 -843.254 12716.3 49030.8 44.2568 1296.16 369.579 10462.8 7959.08 10151.6 10703.8 18021.7 21774.3 33223.5 74378.1 22021.8 -9616.02 24931.1 8493.67 64384.3 -179.161 -40.1015 -14689.9 -43919.1 -15238.9 216.856 3611.79 4708.31
internal_weight=0 535240 95386 95260 1182 89 439854 50587 44411 2290 6176 5428 5382 2292 2018 966 162 56 274 804 391 81 42121 41943 723 327 171 41220 12334 11651
internal_count=4318164 535240 95386 95260 1182 89 439854 50587 44411 2290 6176 5428 5382 2292 2018 966 162 56 274 804 391 81 42121 41943 723 327 171 41220 12334 11651
is_linear=0
shrinkage=0.1


Tree=2529
num_leaves=31
num_cat=0
split_feature=5 5 4 0 3 0 3 6 3 4 3 2 1 1 3 0 0 2 1 0 4 0 1 4 1 1 1 0 1 0
split_gain=8.74035e+11 4.12831e+12 1.58766e+13 1.28485e+13 5.11453e+12 5.88055e+12 4.75489e+12 4.41788e+12 7.69489e+12 1.17979e+13 7.76273e+12 5.45578e+12 5.13616e+12 4.98678e+12 4.94558e+12 6.56696e+12 7.32567e+12 4.88037e+12 1.1358e+13 8.89565e+12 1.20259e+13 1.2113e+13 8.11722e+12 6.90659e+12 5.36963e+12 4.26252e+12 8.46908e+12 4.45738e+12 4.1716e+12 4.31445e+12
threshold=18.050000000000004 16.850000000000005 1.5000000000000002 54.811549550000009 5.5000000000000009 43.642715500000008 5.5000000000000009 1.5000000000000002 11.500000000000002 1.5000000000000002 15.500000000000002 1.5000000000000002 61.396377350000009 83.000022850000008 3.5000000000000004 55.87722990000001 55.416472000000006 10.500000000000002 30.425002000000003 45.053747000000008 1.5000000000000002 55.993277250000013 39.011252750000004 1.0000000180025095e-35 37.737121850000008 37.503486000000002 37.869926150000005 47.236539400000005 37.620907050000007 55.899899800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 -3 -5 8 12 11 -11 -10 14 -14 -1 16 -16 -9 -19 22 23 25 -20 -21 -25 -22 -27 -28 29 -7
right_child=-2 2 3 6 -6 28 -8 17 9 10 -12 -13 13 -15 15 -17 -18 18 19 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=1499.9969670935525 -3.8907305040905529 -9383.657863397113 18448.351819957385 -44243.867713341344 24.87715749163026 19571.274801384803 -106663.02374320652 -831.77774596629536 -35089.026857831399 -89914.655208333337 -20592.951077008929 9257.1933750036987 -4905.8623825853929 18851.152912760415 30181.61498138633 -10704.451538085938 88678.821781250008 84318.299433593755 90478.740056818177 -23683.365571289061 -68600.797685185185 37403.747408854164 11571.955161285401 75161.922437500005 21068.843838943263 25021.283473557694 -9541.126006610577 -62225.630487351191 4115.4487935596553 3133.5684283865921
leaf_weight=79 4286109 295 22 26 4937 377 23 19726 31 21 70 264 215 150 149 32 25 20 22 25 27 30 32 25 69 26 26 42 4992 277
leaf_count=79 4286109 295 22 26 4937 377 23 19726 31 21 70 264 215 150 149 32 25 20 22 25 27 30 32 25 69 26 26 42 4992 277
internal_value=0 520.234 2095.86 -45038.4 2403.51 4380.16 -73542.7 -297.143 6070.78 -5112.89 -36590.3 4597.08 12712.2 4857.29 22771.9 30929.6 38586.4 -625.851 11182.6 6668.05 -742.175 -19477.5 43719.2 23031.2 35455.3 -33580.3 -23521.2 -42081.6 5099.31 12609.1
internal_weight=0 32055 10949 71 10878 5941 49 21106 1036 386 91 295 650 365 285 206 174 20070 344 324 270 151 54 119 94 121 94 68 5646 654
internal_count=4318164 32055 10949 71 10878 5941 49 21106 1036 386 91 295 650 365 285 206 174 20070 344 324 270 151 54 119 94 121 94 68 5646 654
is_linear=0
shrinkage=0.1


Tree=2530
num_leaves=31
num_cat=0
split_feature=0 5 1 5 3 3 1 0 3 2 2 5 3 5 6 3 5 2 0 5 2 4 1 1 0 5 3 6 5 3
split_gain=8.67218e+11 7.77923e+12 1.84424e+13 4.43699e+13 3.64877e+13 5.33111e+13 6.24323e+13 4.87514e+13 4.60777e+13 4.4867e+13 9.3307e+13 1.69995e+14 7.69948e+13 1.25475e+14 4.47935e+13 4.34269e+13 4.187e+13 3.53983e+13 4.65133e+13 4.67831e+13 3.56395e+13 4.66978e+13 3.80504e+13 6.69857e+13 6.61002e+13 9.35501e+13 5.43689e+13 3.34969e+13 3.9634e+13 3.15042e+13
threshold=44.580511600000001 33.805000000000007 39.925119750000007 48.035000000000004 14.500000000000002 11.500000000000002 39.787929450000007 43.592450450000008 16.500000000000004 11.500000000000002 10.500000000000002 46.810000000000009 13.500000000000002 37.305000000000007 1.5000000000000002 12.500000000000002 44.605000000000011 1.5000000000000002 44.226894250000008 109.05000000000001 10.500000000000002 4.5000000000000009 39.787929450000007 39.863684800000009 43.514103700000014 77.715000000000018 14.500000000000002 1.5000000000000002 91.050000000000011 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 -6 10 12 -12 15 -14 -9 -7 -11 18 29 -20 22 -22 -19 27 -25 -26 -27 -24 -29 -5
right_child=-2 2 -4 17 8 6 -8 14 -10 16 11 -13 13 -15 -16 -17 -18 20 19 -21 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=1513.1017779066592 8.426791149755978 -6324.9335667061405 418.35832763793928 24869.699848099339 -41692.748288257892 41700.741407196285 -35737.034022725835 -31271.968030929565 -8740.6692237440184 54796.973799542691 100810.29901333514 -222552.74328547297 -116090.87536272321 149207.46845372088 16582.765375799496 -39650.847032581682 217019.24356971157 -702.35579838594663 -12510.67740732152 91773.034639756952 11516.494437156885 -123172.04705528845 67046.675644531249 -11485.907979676715 -13748.724264322918 49688.581171875005 267222.75711805554 -79944.434612402343 41697.204375000001 -459.61382961107341
leaf_weight=21639 4170694 15074 77386 1703 602 258 247 256 1438 41 29 37 21 118 829 88 26 20752 977 45 2590 26 20 2191 60 20 27 250 30 690
leaf_count=21639 4170694 15074 77386 1703 602 258 247 256 1438 41 29 37 21 118 829 88 26 20752 977 45 2590 26 20 2191 60 20 27 250 30 690
internal_value=0 -238.323 -539.514 -2069.62 -5826.66 -4312.22 11246.5 18061 -18464.8 40479.5 31083.7 -80469 46264.1 109126 5291.69 21010.2 117749 368.155 9939.33 -7918.93 -890.629 10177.8 -2130.68 -13539.7 -7737.93 69008.1 174655 -57980.9 -66911.4 17566.2
internal_weight=0 147470 125831 48445 19064 17024 1950 1703 2040 618 551 66 485 139 1085 346 67 29381 3415 1022 25966 2616 23350 2598 2298 107 47 300 280 2393
internal_count=4318164 147470 125831 48445 19064 17024 1950 1703 2040 618 551 66 485 139 1085 346 67 29381 3415 1022 25966 2616 23350 2598 2298 107 47 300 280 2393
is_linear=0
shrinkage=0.1


Tree=2531
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 5 4 5 3 1 0 0 0 4 1 1 4 1 0 0 3 0 4 2 1 0 2 1 1 2
split_gain=8.97896e+11 2.23526e+13 2.68267e+13 5.52733e+13 4.63709e+13 2.00824e+13 1.7507e+13 1.53137e+13 1.93777e+13 1.43958e+13 1.42888e+13 5.69259e+13 4.93475e+13 3.29342e+13 2.53708e+13 4.1734e+13 2.20482e+13 1.40414e+13 1.73823e+13 1.5254e+13 1.49195e+13 1.51951e+13 1.40111e+13 3.52195e+13 1.87211e+13 1.39185e+13 2.72723e+13 3.50407e+13 2.1347e+13 1.61507e+13
threshold=49.010000000000012 48.035000000000004 38.422276900000007 48.910000000000004 5.5000000000000009 48.010000000000012 2.5000000000000004 47.415000000000006 18.500000000000004 82.926290250000008 55.645049100000001 55.769960200000007 55.535913550000011 1.5000000000000002 37.475443250000005 37.503486000000002 1.5000000000000002 30.259484550000003 59.882016200000002 59.932719750000011 20.500000000000004 57.057093650000006 2.5000000000000004 8.5000000000000018 37.620907050000007 55.012873400000011 5.5000000000000009 83.006817700000013 82.970752000000019 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 -3 7 25 -1 -9 -4 12 13 -10 14 -12 -16 17 -13 20 -20 21 -19 -6 24 -24 28 -27 29 -7 -28
right_child=-2 2 3 -5 22 6 -8 8 10 -11 11 16 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-34.993466583792717 -48.214176656998795 6796.6266749556053 9954.6161650263675 1016.8828269975713 -6738.0404497729733 -2145.5006462957449 -34877.47351382902 979.73063564672884 5698.9209009705128 2781.3186574284882 -25281.177364042211 -22943.109399733898 -43138.92491022632 78886.836011431864 172478.08860085229 24319.401202566965 20360.38340346485 33243.064877905636 64391.001191907053 11123.926149860008 -6442.8999931291401 -24410.889026085806 -34266.358294383586 94780.62239990235 43191.900277343753 -6504.771845863911 26413.36252676872 -12479.590656160055 -11292.060936586349 7809.7334498413202
leaf_weight=2116869 2038841 3858 10343 55391 9322 8026 174 55067 2865 3835 77 229 223 177 22 140 777 203 78 173 1039 59 83 48 50 2885 591 760 3741 2218
leaf_count=2116869 2038841 3858 10343 55391 9322 8026 174 55067 2865 3835 77 229 223 177 22 140 777 203 78 173 1039 59 83 48 50 2885 591 760 3741 2218
internal_value=0 43.1273 1654.74 2442.94 -2449.34 -17.7229 -3307.99 10.0662 1570.46 8014.31 6936.64 11883.8 2172.09 46191.2 21977.3 44439.7 6304.5 172.314 3583.03 27677 -1065.39 20259.9 -6202.99 21353.4 -5146.71 -3006.52 725.369 6569.85 -5053.4 11723.8
internal_weight=0 2.27932e+06 82930 69569 13361 2.19639e+06 18395 2.178e+06 61129 14178 6062 2974 3088 416 239 162 2558 1781 1552 251 1301 262 9503 181 133 18221 6454 3569 11767 2809
internal_count=4318164 2279323 82930 69569 13361 2196393 18395 2177998 61129 14178 6062 2974 3088 416 239 162 2558 1781 1552 251 1301 262 9503 181 133 18221 6454 3569 11767 2809
is_linear=0
shrinkage=0.1


Tree=2532
num_leaves=31
num_cat=0
split_feature=5 2 0 1 0 1 1 0 0 1 1 0 5 1 1 0 6 0 3 1 5 0 0 3 5 3 5 0 0 3
split_gain=9.76028e+11 7.83171e+12 9.43375e+12 1.91121e+13 1.40495e+13 1.13832e+13 1.05654e+13 1.01098e+13 2.43117e+13 1.36751e+13 1.70894e+13 1.30668e+13 1.30584e+13 1.42059e+13 2.97994e+13 2.43296e+13 1.73636e+13 1.60396e+13 3.8785e+13 1.93535e+13 2.34444e+13 1.21523e+13 1.19647e+13 1.38577e+13 1.12788e+13 1.11889e+13 1.31928e+13 1.33516e+13 1.3502e+13 1.07961e+13
threshold=42.005000000000003 1.5000000000000002 55.02863030000001 28.619594500000002 55.017766000000002 113.46563545000002 34.359746700000009 55.826364100000013 55.74310830000001 60.479177250000006 30.388336800000001 56.110481950000008 29.050000000000004 37.559851850000008 37.214886200000009 55.518428350000008 1.5000000000000002 55.727011600000004 6.5000000000000009 37.487839250000007 41.995000000000012 55.734663800000007 55.734663800000007 9.5000000000000018 37.305000000000007 15.500000000000002 39.025000000000013 55.657530000000008 55.591389050000011 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 12 10 -9 -11 22 14 -14 16 -16 19 21 20 29 -19 -5 -24 -20 26 27 28 -21 -17
right_child=-2 -3 3 7 -6 -7 -8 9 -10 11 -12 -13 13 -15 15 17 -18 18 24 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=9920.106078595687 -36.491495289165606 -25.782868772862731 -21772.728890560076 -1136.3902159095583 -6400.9676916773751 -10762.644278797899 103.95744516726612 4174.4045785344597 6184.1842490882391 -4129.2248351959825 -1141.9243039880953 4429.1199048584695 -4820.1936477635745 1401.000703833819 -56590.818673121677 -23108.072885529895 5641.2935409122483 102731.87923177084 -23318.351927083335 78283.102304955057 113050.18575390625 5760.0291748046875 -23633.797146775265 13711.41398344494 -109329.40792590728 8377.5107943600178 6052.8620659722219 89486.816113281253 23655.149141507191 18229.550733322329
leaf_weight=1110 2717292 1383283 361 9590 3438 953 90066 7052 12235 2097 42406 11951 1202 32137 47 69 973 24 30 73 25 28 470 126 31 73 54 100 119 749
leaf_count=1110 2717292 1383283 361 9590 3438 953 90066 7052 12235 2097 42406 11951 1202 32137 47 69 973 24 30 73 25 28 470 126 31 73 54 100 119 749
internal_value=0 61.94 619.623 1202.34 -124.405 109.819 223.462 1270.51 2223.11 398.181 -383.892 3151.58 1167.72 2068.05 8027.77 14475.9 2773.74 23156.8 -12937.3 26388.6 17658 50516.3 -1990.79 -15738.7 -67028.9 43954 51460 59857.2 44425.2 14742.6
internal_weight=0 1.60087e+06 217589 122022 95567 92129 91176 121661 58155 63506 49458 14048 45920 35734 3597 2395 1020 1375 113 1262 843 52 10186 596 61 419 346 292 192 818
internal_count=4318164 1600872 217589 122022 95567 92129 91176 121661 58155 63506 49458 14048 45920 35734 3597 2395 1020 1375 113 1262 843 52 10186 596 61 419 346 292 192 818
is_linear=0
shrinkage=0.1


Tree=2533
num_leaves=31
num_cat=0
split_feature=1 5 0 3 5 5 3 2 5 3 1 5 3 3 4 5 5 0 5 5 2 5 4 5 2 2 3 3 5 5
split_gain=9.21778e+11 5.51798e+12 4.96961e+12 1.84701e+13 6.64339e+12 1.66431e+13 5.77235e+12 5.38961e+12 5.6107e+12 7.51067e+12 4.85502e+12 1.00907e+13 1.4908e+13 1.24206e+13 1.29943e+13 1.25877e+13 1.82299e+13 1.03541e+13 8.35195e+12 8.2322e+12 7.49839e+12 1.34496e+13 1.98646e+13 7.47985e+12 6.88818e+12 6.57108e+12 6.38512e+12 5.86284e+12 6.02426e+12 5.52845e+12
threshold=113.46563545000002 34.010000000000012 50.565831500000009 4.5000000000000009 28.035000000000004 23.035000000000004 3.5000000000000004 1.5000000000000002 22.030000000000005 8.5000000000000018 104.38035940000002 63.855000000000011 10.500000000000002 6.5000000000000009 3.5000000000000004 92.035000000000011 90.015000000000015 52.056565900000003 86.02500000000002 63.145000000000003 5.5000000000000009 55.005000000000003 1.5000000000000002 70.00500000000001 4.5000000000000009 5.5000000000000009 14.500000000000002 1.5000000000000002 69.610000000000014 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 5 -5 -2 -4 -9 -10 -1 19 13 14 17 16 18 -13 24 20 -12 -22 -23 26 -15 -26 -14 -19 -29 -16
right_child=1 -3 7 4 -6 -7 -8 8 9 -11 11 12 23 15 29 -17 -18 27 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=2.4840689252211519 19384.638657134434 1094.0289948604052 -9021.8518038406037 -42796.245858028022 -20270.606045304485 58997.962174479166 82434.588945312498 14406.081840564715 2196.02417916779 -13690.053302459302 144.84304803768961 -2057.0412524870162 65089.343328208117 -8414.482726877015 16227.064824135285 32302.373958333334 -92624.316026785717 27106.4052734375 40541.602275815218 37820.668456595289 -3201.5680561019344 -80636.123593750002 -10726.809257192461 3567.6798500582299 -58338.316351996531 -23474.313076453822 12387.810638020834 -8927.6313547939171 -27737.776731156333 -12612.259881145199
leaf_weight=4274890 53 24932 691 29 536 36 20 277 1574 367 10534 1007 47 281 351 45 35 28 23 56 741 60 126 161 63 381 45 301 392 82
leaf_count=4274890 53 24932 691 29 536 36 20 277 1574 367 10534 1007 47 281 351 45 35 28 23 56 741 60 126 161 63 381 45 301 392 82
internal_value=0 566.68 -3102.83 -10840 -16609.3 13582.1 36658.6 -1310.18 1092.33 -807.68 -3.76695 -1814.35 -6742.64 -8715.52 -4725.31 -19129.6 -22085.4 -8606.99 -18784.8 -427.053 -613.937 -9236.36 -33278.2 16565.4 -20666.9 -28421.2 39311.4 -17755.1 -19567.7 10765.6
internal_weight=0 28515 3583 674 601 65 73 2909 2218 1941 4.28965e+06 14759 3242 2989 2161 828 783 1728 748 11517 11461 927 186 253 725 444 92 721 693 433
internal_count=4318164 28515 3583 674 601 65 73 2909 2218 1941 4289649 14759 3242 2989 2161 828 783 1728 748 11517 11461 927 186 253 725 444 92 721 693 433
is_linear=0
shrinkage=0.1


Tree=2534
num_leaves=31
num_cat=0
split_feature=1 5 5 3 1 6 3 1 0 4 0 1 4 0 1 3 4 3 0 3 5 1 1 1 4 5 2 4 1 5
split_gain=9.27926e+11 6.08773e+12 9.97954e+12 1.0097e+13 1.84173e+13 1.57793e+13 1.52048e+13 1.58188e+13 1.43864e+13 1.60819e+13 2.93204e+13 1.83604e+13 1.51888e+13 1.50649e+13 1.48722e+13 1.58813e+13 1.38988e+13 1.2798e+13 1.27825e+13 1.2337e+13 2.28812e+13 1.21682e+13 1.16991e+13 1.20045e+13 1.71901e+13 1.11191e+13 1.10429e+13 1.0803e+13 1.01513e+13 1.2427e+13
threshold=91.398302750000013 85.020000000000024 77.00500000000001 6.5000000000000009 91.910414550000013 1.5000000000000002 8.5000000000000018 92.815157350000007 56.054485600000007 3.5000000000000004 52.056565900000003 113.46563545000002 3.5000000000000004 51.83362145000001 91.910414550000013 17.500000000000004 2.5000000000000004 14.500000000000002 50.565831500000009 20.500000000000004 81.910000000000011 92.896330950000007 103.85249100000001 92.928903050000017 3.5000000000000004 79.010000000000005 2.5000000000000004 2.5000000000000004 92.928903050000017 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 27 9 11 18 13 -10 -8 -15 16 21 25 -11 20 -17 -16 23 -7 -25 26 -18 -5 -12 -30
right_child=1 -3 3 6 5 22 8 -9 12 10 28 -13 -14 14 15 19 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-8.5479294941585415 293.20419270214137 2895.580617709697 33795.740091476873 -131521.95188802082 -60773.413634672623 12145.440346220621 -44535.753563133447 -15986.237864141949 -22984.948016791372 -125286.65472656251 744.13216912780149 23061.774574361665 -2565.1472410720239 -25484.585693626199 7192.0555260416677 -7291.6980192937081 28816.780833333338 22496.559139901623 -39582.788278152701 5896.702906177663 -74767.173459437268 60828.680633859534 6760.7046786181927 -43871.012669691932 14909.515382254465 5762.2162188938692 -38904.1745805584 -35614.607201086961 7934.0999053955084 -29595.014465160104
leaf_weight=4176165 126728 8204 177 24 42 117 74 118 756 20 990 410 703 183 75 185 30 324 134 243 69 97 1049 172 70 448 122 23 128 284
leaf_count=4176165 126728 8204 177 24 42 117 74 118 756 20 990 410 703 183 75 185 30 324 134 243 69 97 1049 172 70 448 122 23 128 284
internal_value=0 251.393 89.2576 -3567.99 3343.71 -373.542 -5635.14 -35527.5 -4700.12 -1470.97 -9294.7 3915.64 -13145.9 -327.56 1514.45 4616.03 11339.7 6481.12 -50713.2 -10211.3 -25621.7 37440.6 1428.16 -14153.6 -26868.4 -2167.22 -25538.2 -84588.6 -4745.17 -17935.5
internal_weight=0 141999 133795 7067 1627 1450 5440 165 5275 3816 1556 2260 1459 1850 1776 1593 1096 924 154 497 254 172 1408 359 242 600 152 47 1402 412
internal_count=4318164 141999 133795 7067 1627 1450 5440 165 5275 3816 1556 2260 1459 1850 1776 1593 1096 924 154 497 254 172 1408 359 242 600 152 47 1402 412
is_linear=0
shrinkage=0.1


Tree=2535
num_leaves=31
num_cat=0
split_feature=2 5 1 1 1 0 0 3 6 1 1 0 2 1 0 1 0 0 3 0 3 5 0 1 1 0 1 1 5 2
split_gain=9.02155e+11 7.61592e+12 1.23353e+13 1.31004e+13 1.23177e+13 1.05429e+13 1.29629e+13 1.95131e+13 1.80795e+13 1.25291e+13 1.00231e+13 1.29164e+13 1.21991e+13 1.78866e+13 1.08238e+13 1.33369e+13 2.02614e+13 2.01687e+13 1.27496e+13 1.02179e+13 9.60462e+12 1.52365e+13 1.80865e+13 3.2768e+13 2.34359e+13 1.79704e+13 1.59525e+13 4.82259e+13 2.11539e+13 1.46236e+13
threshold=5.5000000000000009 30.990000000000006 40.247294600000011 82.902675200000019 82.897133550000021 59.834458500000004 59.982527000000012 10.500000000000002 1.5000000000000002 30.226173900000003 83.093115700000013 54.959412650000012 8.5000000000000018 83.006817700000013 55.039751500000008 82.958618050000013 55.034903650000011 55.025681450000008 15.500000000000002 55.002082750000007 6.5000000000000009 142.05000000000004 55.784980300000008 38.781124500000011 30.332994000000003 43.514103700000014 49.236330900000006 39.630124250000001 177.02500000000003 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 8 -7 -8 11 -5 14 -14 15 16 -13 18 19 -17 21 29 25 24 -24 -23 27 28 -27 -3
right_child=1 20 3 10 -6 6 9 -9 -10 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-39.348571992459647 970.07839791925971 -3420.9188714177553 -2781.0758176340455 9876.6609616071728 -13993.570702256517 -15320.444368983677 -7945.58767988417 -7587.4967967712237 13952.469638432298 2204.7276399221796 -3081.4775681285869 -1458.6157076662687 1173.7334260334569 17530.986962874711 1758.467141612055 -3013.9641301673232 -32232.296044108076 20447.645552373913 4497.4633933619452 -39463.334176933095 124.06387989932381 -39897.884407552083 -19802.474042968752 -82701.847968750008 116082.25028409093 -17320.258559283087 14858.425012600806 205234.28573369567 100053.95315290178 65352.140977822586
leaf_weight=2480138 45118 11757 30768 1780 1012 280 1458 5837 856 7329 5723 386 5206 767 1559 127 480 292 266 195 1716536 24 30 40 22 34 62 23 28 31
leaf_count=2480138 45118 11757 30768 1780 1012 280 1458 5837 856 7329 5723 386 5206 767 1559 127 480 292 266 195 1716536 24 30 40 22 34 62 23 28 31
internal_value=0 53.0949 -755.898 -1944.6 -3138.13 192.305 -2034.32 -5253.78 6737.31 520.517 315.698 2073.88 576.909 3274.19 -4297.78 -9705.39 -18515.6 -1035.32 -11703.7 -25087.3 104.313 -2708.94 21096.4 -14655.9 37687.2 40331.5 53430.2 81564.8 35687.4 -3240.06
internal_weight=0 1.83803e+06 109439 48561 31780 60878 15760 6973 1136 8787 16781 11058 9278 5973 3305 1746 866 880 588 322 1.72859e+06 12051 263 92 52 171 147 85 62 11788
internal_count=4318164 1838026 109439 48561 31780 60878 15760 6973 1136 8787 16781 11058 9278 5973 3305 1746 866 880 588 322 1728587 12051 263 92 52 171 147 85 62 11788
is_linear=0
shrinkage=0.1


Tree=2536
num_leaves=31
num_cat=0
split_feature=5 5 6 3 1 1 1 1 1 3 4 1 1 0 0 0 0 1 0 1 1 1 0 2 3 1 5 1 5 3
split_gain=9.13124e+11 7.07166e+12 1.10482e+13 1.33778e+13 1.16879e+13 1.72659e+13 9.01721e+12 1.99153e+13 1.89931e+13 1.38421e+13 7.14411e+12 8.19324e+12 2.14151e+13 8.90952e+12 1.15776e+13 7.19742e+13 1.47696e+13 1.99695e+13 1.33637e+13 1.31266e+13 2.46352e+13 1.52821e+13 1.69873e+13 3.81438e+13 1.54962e+13 1.48479e+13 1.90794e+13 1.47633e+13 1.44198e+13 3.64502e+13
threshold=42.005000000000003 42.205000000000005 1.5000000000000002 28.500000000000004 82.981501350000016 83.015546400000019 83.006817700000013 83.011163250000024 82.888608650000023 9.5000000000000018 -1.0000000180025095e-35 83.00362155000002 83.003542850000017 61.785186750000001 59.963407450000012 59.950068600000009 59.834458500000004 37.214886200000009 54.942865800000007 37.417247200000006 37.275078000000001 37.998366300000008 55.924336300000007 1.5000000000000002 8.5000000000000018 53.243495500000009 137.05000000000004 37.620907050000007 48.945000000000007 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 -4 -10 11 12 13 14 15 16 17 -3 -19 20 -20 22 23 27 -25 26 -23 -21 -26 -30
right_child=1 10 6 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 21 -22 25 -24 24 28 -27 -28 -29 29 -31
leaf_value=59.910793800593922 -5690.6546168206623 23855.418431399754 1271.7071686197369 27823.65223729589 -64328.780299322287 -12886.287581967214 58015.150062692905 4433.462873009471 -68.731621123125208 -25439.366187102427 -45.222827617313769 4179.9003615529 -19100.926292011973 50643.747634548614 -24710.186826359146 190651.384765625 -21084.344716812993 -4211.1294832345293 -43507.931271701389 -147263.1164341518 49969.95231374888 12442.778018080768 30832.837612248564 -45871.185918719952 19824.866036919488 1536.0579675181164 88151.705223214289 -42617.191826923081 77003.259022484752 -21486.853372266982
leaf_weight=1600872 3895 381 5013 111 83 305 81 483 374 506 2665476 7895 543 36 176 20 303 4518 36 28 130 680 87 104 180 25296 35 26 41 450
leaf_count=1600872 3895 381 5013 111 83 305 81 483 374 506 2665476 7895 543 36 176 20 303 4518 36 28 130 680 87 104 180 25296 35 26 41 450
internal_value=0 -35.296 -2583.05 -6451.13 -7339.41 -23890.7 49.192 12128.7 -1106.9 -14656.8 -25.0812 1285.48 594.472 923.263 868.173 1007.48 890.038 1098.16 823.872 1663.5 29697.6 1490.68 -11204.2 -15615.8 -9953.65 1937.74 16148.8 -96878 -4386.7 -13262.6
internal_weight=0 2.71729e+06 10851 4394 4283 388 6457 564 5893 880 2.70644e+06 40965 33070 32527 32491 32315 32295 31992 31611 27093 166 26927 916 829 775 26011 715 54 671 491
internal_count=4318164 2717292 10851 4394 4283 388 6457 564 5893 880 2706441 40965 33070 32527 32491 32315 32295 31992 31611 27093 166 26927 916 829 775 26011 715 54 671 491
is_linear=0
shrinkage=0.1


Tree=2537
num_leaves=31
num_cat=0
split_feature=3 5 1 1 6 3 1 3 0 3 5 0 3 0 5 0 0 1 3 5 5 5 5 1 3 0 2 5 1 5
split_gain=8.78882e+11 5.76566e+12 1.30781e+13 1.28183e+13 3.06116e+13 2.21331e+13 2.72521e+13 1.38337e+13 2.16339e+13 1.82817e+13 1.78245e+13 1.71611e+13 1.73927e+13 1.66059e+13 1.52484e+13 1.49544e+13 1.31254e+13 1.33557e+13 5.05694e+13 3.86929e+13 2.02066e+13 1.59566e+13 3.35453e+13 1.35932e+13 1.25671e+13 1.46663e+13 1.44808e+13 2.6404e+13 1.24419e+13 1.22918e+13
threshold=10.500000000000002 39.355000000000011 92.928903050000017 92.896330950000007 1.5000000000000002 15.500000000000002 114.17164950000002 15.500000000000002 56.009576300000013 13.500000000000002 58.605000000000011 55.993277250000013 14.500000000000002 56.009576300000013 64.020000000000024 55.975961550000008 56.197733450000008 113.46563545000002 13.500000000000002 74.610000000000014 75.750000000000014 50.805000000000007 47.815000000000005 93.043229050000022 21.500000000000004 56.110481950000008 4.5000000000000009 98.020000000000024 103.85249100000001 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 7 6 16 9 15 -5 -11 12 -12 -13 -10 -9 17 23 -19 21 -21 22 -20 -6 25 26 27 28 -7 -26
right_child=1 3 -4 4 5 24 -8 8 14 10 11 13 -14 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=35.124223772354199 283.74146784607399 -206.38075286748051 -7968.0048934849519 2894.208588574219 -15609.648834518786 18072.57986947519 18952.046774514307 6075.8960196290345 18187.103769599518 11586.863294064011 -22680.282593866606 78252.641051136365 49926.451974158656 26532.033999399038 2412.1894110903536 -12092.064504895134 -53952.006956722871 -1194.6675425127519 11759.515649414063 -174478.57929687502 -77155.132658386239 8610.2908854166672 -131935.08749999999 3648.323594156901 -3519.2382305039973 -13519.193254045758 11927.002044320274 -82544.594112723222 -13845.809550177415 -41504.422646859981
leaf_weight=2688514 444841 1171226 1929 500 778 216 302 955 1502 362 67 154 65 104 1035 862 76 363 32 32 64 66 33 693 471 350 2145 42 281 104
leaf_count=2688514 444841 1171226 1929 500 778 216 302 955 1502 362 67 154 65 104 1035 862 76 363 32 32 64 66 33 693 471 350 2145 42 281 104
internal_value=0 -57.9462 248.113 -173.544 3126.56 -1807.74 -9166.48 8449.91 5786.12 17713.6 27566.9 42399.7 13073 57404 11751.5 -2543.14 -13140.2 -11635.2 -24346.1 -61367.9 -109596 -26025 -61193.1 -6537.06 3165.37 5734.29 8244.99 -6407.92 26.1665 -10389.6
internal_weight=0 1.62965e+06 446770 1.18288e+06 11654 6048 2439 5606 4354 1252 752 390 132 258 2537 1817 2137 2061 590 227 96 131 65 1471 3609 3034 2684 539 497 575
internal_count=4318164 1629650 446770 1182880 11654 6048 2439 5606 4354 1252 752 390 132 258 2537 1817 2137 2061 590 227 96 131 65 1471 3609 3034 2684 539 497 575
is_linear=0
shrinkage=0.1


Tree=2538
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 5 1 1 2 1 1 0 5 2 3 5 1 5 3 5 5 5 0 4 5 3 0 0 3
split_gain=9.41205e+11 6.24985e+12 2.2265e+13 1.54452e+13 9.53673e+12 2.17817e+13 2.10284e+13 6.77524e+13 2.82091e+13 2.35011e+13 3.57231e+13 2.2488e+13 1.93689e+13 1.72098e+13 1.70235e+13 1.62158e+13 1.5587e+13 1.54431e+13 2.11864e+13 1.73598e+13 1.78604e+13 1.48374e+13 1.48021e+13 1.47652e+13 1.44516e+13 1.30621e+13 1.24927e+13 1.22429e+13 4.46482e+13 5.67791e+13
threshold=83.000022850000008 52.056565900000003 103.85249100000001 51.67657710000001 53.310923100000004 53.37994195000001 116.06000000000002 83.761389800000003 93.043229050000022 7.5000000000000009 104.38035940000002 93.043229050000022 52.485928400000006 150.04500000000004 2.5000000000000004 16.500000000000004 110.05000000000001 83.761389800000003 60.005000000000003 3.5000000000000004 89.00500000000001 81.910000000000011 161.85000000000002 53.355366400000001 3.5000000000000004 68.52500000000002 2.5000000000000004 54.811549550000009 54.920670650000005 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 15 11 14 24 10 -10 12 26 -11 -8 17 -14 18 -6 20 -19 25 -20 -24 -9 -17 -3 -7 29 -29
right_child=1 4 -4 -5 5 27 7 8 9 13 -12 -13 16 -15 -16 21 -18 19 22 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=17.561148892952424 -16638.223119841321 -13661.306384781767 552.06970222411348 14317.022189752279 3409.8055126816253 -1887.0284110827406 46550.723868815112 -10331.430543619792 -15276.048072992371 121937.39360351564 117421.68838952108 -269.58533617201874 -4704.9751096139762 11203.507375000001 152126.98482142857 -3743.4411564321836 -87111.481623641317 -11360.519646587287 -2507.8358849371234 8000.2133227299773 84541.445781250004 -22203.739391378756 19547.062839673916 -76677.204266826928 -108486.40005208334 22732.094755126953 -50700.364811058571 2734.0730297772529 -259.75364929883352 23219.436500472202
leaf_weight=3782924 177 242 25925 1804 19073 42996 24 30 172 32 23 23886 11217 25 42 2730 23 669 7062 7601 20 412 23 52 30 200 146 5840 383003 1761
leaf_count=3782924 177 242 25925 1804 19073 42996 24 30 172 32 23 23886 11217 25 42 2730 23 669 7062 7601 20 412 23 52 30 200 146 5840 383003 1761
internal_value=0 -124.117 1332.88 11551.2 -204.26 -84.6303 -1775.59 21686 2214 16886.1 375.48 -2025.31 -5631.89 73369.9 113736 2216.23 -4873.6 2860.51 1670.63 6622.47 -8576.72 -4434.8 -2977.16 -47168.4 -59408.9 -1936.24 -27598.7 -285.435 -109.139 7480.12
internal_weight=0 535240 27906 1981 507334 471442 35892 378 312 252 195 35514 11628 57 66 37842 11240 34500 26210 8290 689 3342 7137 75 60 2930 388 433600 390604 7601
internal_count=4318164 535240 27906 1981 507334 471442 35892 378 312 252 195 35514 11628 57 66 37842 11240 34500 26210 8290 689 3342 7137 75 60 2930 388 433600 390604 7601
is_linear=0
shrinkage=0.1


Tree=2539
num_leaves=31
num_cat=0
split_feature=1 3 1 0 3 0 0 5 3 0 0 1 3 6 5 0 0 4 1 0 6 5 0 5 5 5 5 3 0 6
split_gain=9.19826e+11 5.49512e+12 4.54498e+12 4.31104e+13 2.90477e+13 1.11838e+13 2.36096e+13 1.71895e+13 1.16495e+13 1.68953e+13 1.25062e+13 2.53211e+13 1.82822e+13 3.19053e+13 5.5597e+13 2.72165e+13 2.16283e+13 1.8846e+13 2.34993e+13 4.45351e+13 2.63237e+13 1.80298e+13 1.74236e+13 4.00812e+13 1.75375e+13 1.83516e+13 1.60808e+13 1.58963e+13 1.54587e+13 1.52017e+13
threshold=86.067573200000012 26.500000000000004 92.928903050000017 52.719210700000012 2.5000000000000004 53.516665650000007 53.145783300000012 79.730000000000018 9.5000000000000018 53.719078300000007 56.054485600000007 92.896330950000007 14.500000000000002 1.5000000000000002 75.015000000000015 55.299834250000011 55.349623500000007 2.5000000000000004 92.815157350000007 56.028355650000009 1.5000000000000002 56.205000000000005 55.388132500000005 99.555000000000021 95.020000000000024 85.91500000000002 78.710000000000022 16.500000000000004 56.009576300000013 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5 -7 -10 11 12 13 14 -11 27 -17 18 19 28 -20 -12 23 -19 25 -24 -16 -14 29 -18
right_child=1 -3 -4 5 -6 8 -8 -9 9 10 21 -13 15 -15 26 16 17 22 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.3515814376505144 -427.21130344556724 -42566.887967325849 -281.19673715828475 -1326.3742546467424 -73973.883872335282 2071.8398312590557 -43919.479821464345 -49917.859971217113 -33591.100974635076 -8835.0591645417389 -434.48055225392636 7453.4823980609262 55179.960478312176 -1377.62051073153 -113905.30416597408 -22581.009228580046 23122.99636700733 -1098.4198009672618 -11327.841343404842 -15163.964908926828 3392.4652945118282 -10669.253715336301 8600.8372163109361 155068.3513888889 -10603.895777343423 37752.552359090638 -48610.707144244931 14587.055323006856 1901.9990939395736 6828.2680628463022
leaf_weight=4147874 92 30 85154 1730 129 47312 156 76 152 1269 5444 4771 120 8587 47 379 1123 42 2798 896 2147 2517 1251 27 372 261 191 492 1557 1168
leaf_count=4147874 92 30 85154 1730 129 47312 156 76 152 1269 5444 4771 120 8587 47 379 1123 42 2798 896 2147 2517 1251 27 372 261 191 492 1557 1168
internal_value=0 227.783 235.324 752.135 -43357.2 866.975 -6595.22 -3371.2 1043.53 -322.65 -180.04 830.452 -559.898 -3732.86 -17153.2 1975.36 928.067 1693.39 -112.977 4915.06 -4936.64 -3670.37 10655 60010.3 8847.35 13633 -61505 22546.4 9590.42 14815.6
internal_weight=0 170290 170260 85106 221 84885 1962 1806 82923 35611 35459 27498 22727 10094 1507 12633 12021 11642 9689 4744 4945 7961 1953 69 1884 1512 238 612 3848 2291
internal_count=4318164 170290 170260 85106 221 84885 1962 1806 82923 35611 35459 27498 22727 10094 1507 12633 12021 11642 9689 4744 4945 7961 1953 69 1884 1512 238 612 3848 2291
is_linear=0
shrinkage=0.1


Tree=2540
num_leaves=31
num_cat=0
split_feature=5 5 3 1 0 0 0 1 4 1 6 1 0 5 4 1 4 5 0 0 0 1 1 2 4 1 1 2 4 4
split_gain=9.28908e+11 7.22209e+12 3.60727e+13 2.48828e+13 4.6336e+13 3.14861e+13 3.58937e+13 3.56738e+13 3.07151e+13 2.47382e+13 6.17865e+13 5.20866e+13 4.37368e+13 2.82432e+13 2.44852e+13 3.23449e+13 2.84456e+13 3.52571e+13 5.16066e+13 4.29125e+13 3.16018e+13 2.48791e+13 2.43463e+13 3.90585e+13 5.1634e+13 2.40336e+13 5.79115e+13 2.16002e+13 2.09729e+13 2.19368e+13
threshold=55.405000000000008 50.005000000000003 5.5000000000000009 40.247294600000011 43.592450450000008 55.899899800000007 47.425481600000005 30.102666750000001 2.5000000000000004 82.958618050000013 1.5000000000000002 82.981501350000016 54.945614000000006 52.990000000000002 1.5000000000000002 30.451272450000005 2.5000000000000004 54.035000000000004 59.755965500000009 59.982527000000012 59.939091550000008 30.410108300000001 39.753614400000011 1.5000000000000002 2.5000000000000004 30.362552800000003 30.315880100000005 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 22 6 -6 8 -7 -4 11 12 -11 28 15 -9 17 -16 -19 20 -20 -18 23 -3 -25 26 27 -22 29 -12
right_child=-2 2 9 -5 5 7 -8 14 -10 10 13 -13 -14 -15 16 -17 21 18 19 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=25.059067312934701 59.370653978892619 116238.70414158556 -1456.1798691082813 -213.22479555741336 3735.9804553102995 -14560.193826136227 -4067.744813213691 -36950.465386528558 24375.229692322533 64517.121190215323 24752.234122395836 4244.9115577069197 19140.892880427993 -3895.1690737573308 9527.5927337051089 7020.0490384391378 -17506.099490271674 8384.5522274720443 52136.235436017661 19130.042104194279 156872.97570482336 5865.0537048760389 11264.587379516022 41949.905949743472 -85697.6233482143 41220.715848214284 293624.92515625001 18273.90575284091 5438.2437719830632 -16929.300079055061
leaf_weight=2353354 1636543 61 215252 49761 14103 1219 10126 267 243 246 150 3344 1556 11482 6339 448 576 765 307 336 23 2177 631 335 35 28 20 22 7617 798
leaf_count=2353354 1636543 61 215252 49761 14103 1219 10126 267 243 246 150 3344 1556 11482 6339 448 576 765 307 336 23 2177 631 335 35 28 20 22 7617 798
internal_value=0 -36.2328 -475.636 1258.9 3183.55 2592.41 474.578 6610.66 -8088.71 -1109.17 1855.73 11630.3 25335.4 -653.363 8511.13 -9399.71 9720.06 12790.8 26571.9 45476 67606.5 975.194 23778.1 42098.3 29875.1 118675 152040 89113.4 3692.51 -10334.1
internal_weight=0 2.68162e+06 328267 87822 38061 36999 24229 12770 1462 240445 25193 5146 1802 20047 11308 715 10593 7840 1501 736 400 2753 1062 431 370 93 65 45 8565 948
internal_count=4318164 2681621 328267 87822 38061 36999 24229 12770 1462 240445 25193 5146 1802 20047 11308 715 10593 7840 1501 736 400 2753 1062 431 370 93 65 45 8565 948
is_linear=0
shrinkage=0.1


Tree=2541
num_leaves=31
num_cat=0
split_feature=3 4 5 1 0 1 5 5 0 0 2 5 5 3 5 0 0 1 1 5 0 1 5 5 3 3 2 1 5 5
split_gain=1.06246e+12 7.93836e+12 1.82707e+13 1.73367e+13 1.53936e+13 3.40871e+13 2.73608e+13 4.89586e+13 3.46691e+13 6.31867e+13 9.22451e+13 2.44304e+13 2.07982e+13 2.06267e+13 2.20027e+13 4.94353e+13 2.34342e+13 2.89533e+13 3.85144e+13 3.41203e+13 4.28711e+13 4.55085e+13 3.92151e+13 6.50571e+13 4.16884e+13 2.93844e+13 2.8819e+13 2.75906e+13 3.01833e+13 2.68872e+13
threshold=9.5000000000000018 3.5000000000000004 75.750000000000014 114.17164950000002 56.911498950000002 30.259484550000003 110.05000000000001 116.06000000000002 59.846652800000008 59.863160500000006 1.5000000000000002 86.02500000000002 89.00500000000001 4.5000000000000009 150.04500000000004 57.117834900000013 57.814144100000007 39.787929450000007 30.578016350000002 77.00500000000001 59.896318000000008 30.332994000000003 82.00500000000001 86.02500000000002 5.5000000000000009 7.5000000000000009 4.5000000000000009 30.305955500000003 96.015000000000015 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 8 -8 12 10 -10 -11 -6 -7 16 -16 -15 18 19 -18 21 27 25 24 -24 26 -22 -21 -29 -23
right_child=-2 2 4 -5 5 13 7 -9 9 11 -12 -13 -14 14 15 -17 17 -19 -20 20 22 29 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-97.348391473348016 44.772047038567401 2831.1139587810158 765.89618400155769 30586.018792590174 35926.755440167683 3594.4595701923727 -93204.835384114587 11365.979850011929 -1409.6929492187501 -15695.473977578653 284250.00564903847 52237.34263561618 -30609.774387262518 -17169.530072753401 -84284.254436383941 12384.399796464355 -70351.810631269283 4811.7574938367525 -35621.683647276768 6862.6232481060615 95249.831629136039 -9888.945073919429 -21476.35329442771 -8710.3957897031323 -119999.35162394664 -8817.5870754076077 -28840.421516927083 176172.44714439657 60555.837048100497 102409.24348675273
leaf_weight=1857116 2379540 26257 42805 227 82 2388 54 262 20 74 26 186 110 2287 56 956 81 1921 517 66 85 292 83 2314 89 92 24 29 102 23
leaf_count=1857116 2379540 26257 42805 227 82 2388 54 262 20 74 26 186 110 2287 56 956 81 1921 517 66 85 292 83 2314 89 92 24 29 102 23
internal_value=0 -54.9549 910.958 3069.01 -127.748 -3258.32 16512 -6503.72 31116.3 52016.3 160050 32902.6 -2193.13 -4669.37 -6857.9 7035.15 -8614.27 -5192.47 -10253.9 -6255.34 -4632.39 21887.6 -9685.7 -13120.8 -72456.3 32800.2 67927.2 59587 86150.4 -1689.39
internal_weight=0 1.93862e+06 81508 26484 55024 12219 814 316 498 306 46 260 192 11405 9017 1012 8005 5718 3797 3280 3199 512 2687 2486 172 201 109 197 131 315
internal_count=4318164 1938624 81508 26484 55024 12219 814 316 498 306 46 260 192 11405 9017 1012 8005 5718 3797 3280 3199 512 2687 2486 172 201 109 197 131 315
is_linear=0
shrinkage=0.1


Tree=2542
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 3 3 3 5 5 2 2 6 3 5 6 4 5 3 3 3 3 5 0 3 0 1 1 5
split_gain=9.70959e+11 2.2232e+13 3.83177e+13 5.26318e+13 1.17783e+14 4.1384e+13 4.32434e+13 3.88249e+13 3.84922e+13 5.57351e+13 5.10587e+13 4.29021e+13 2.85445e+13 3.39637e+13 2.78827e+13 4.20442e+13 2.78204e+13 3.57231e+13 2.74965e+13 2.57767e+13 2.54359e+13 2.50319e+13 2.4711e+13 2.40453e+13 2.40361e+13 2.15372e+13 2.14614e+13 1.1521e+14 1.05032e+14 1.46534e+14
threshold=82.91993380000001 82.926290250000008 5.5000000000000009 55.02863030000001 55.039751500000008 19.500000000000004 10.500000000000002 21.500000000000004 9.5000000000000018 72.705000000000013 88.015000000000015 1.5000000000000002 5.5000000000000009 1.5000000000000002 6.5000000000000009 120.05000000000001 1.5000000000000002 1.5000000000000002 33.805000000000007 15.500000000000002 13.500000000000002 11.500000000000002 8.5000000000000018 32.910000000000004 55.055104550000003 3.5000000000000004 55.055104550000003 82.940215400000014 82.957885500000017 43.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 7 22 6 24 8 11 16 -11 -4 -12 -14 -13 -16 17 -10 23 20 -19 -20 -5 -18 -6 -2 27 -3 29 -28
right_child=1 26 3 4 5 -7 -8 -9 9 10 12 14 13 -15 15 -17 18 19 21 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=24.715439681169304 -15788.322093221586 8376.7150935141017 -31607.735943511241 141309.87618049173 4112.0422710347948 -55121.351368572694 18444.10416126352 17666.068542480469 1790.3297002585305 -65276.601104424059 -49271.005566954882 -19229.816255806589 -19536.146558277029 84767.493120659725 5255.5526763263151 144252.62144886365 -27032.46287874789 -3165.8473202354035 -15245.950980822316 -25294.612663455937 91390.058549107154 -62616.784438053648 51247.058024477388 -107922.82696382707 -15058.837021747899 10309.329146981068 1530.1031718663548 8.5205344761657287 129.78730431862823 -12794.387555719884
leaf_weight=3395675 365 16831 463 34 1186 141 947 452 1566 430 89 518 74 54 2010 22 74 152 917 1241 35 127 293 73 1458 2366 12703 731189 130368 16311
leaf_count=3395675 365 16831 463 34 1186 141 947 452 1566 430 89 518 74 54 2010 22 74 152 917 1241 35 127 293 73 1458 2366 12703 731189 130368 16311
internal_value=0 -90.9773 -3898.19 -6267.49 3063.68 -1978.68 107.954 -10832.4 -12474.4 -18005.7 -45320.4 -3603.79 -5775.81 24467 1480.85 6760.44 -13782.8 -8640.45 -26710 -20079.3 14531.8 -21008.5 60611.4 -67202.5 -6459.49 6821.36 -27.6764 196.811 -1081.25 -6522.79
internal_weight=0 922489 15087 12356 4059 3732 3591 8297 7845 4832 647 3013 217 128 2550 2032 4185 2994 1191 1428 187 1044 327 147 2644 2731 907402 748020 159382 29014
internal_count=4318164 922489 15087 12356 4059 3732 3591 8297 7845 4832 647 3013 217 128 2550 2032 4185 2994 1191 1428 187 1044 327 147 2644 2731 907402 748020 159382 29014
is_linear=0
shrinkage=0.1


Tree=2543
num_leaves=31
num_cat=0
split_feature=5 1 3 1 3 4 5 4 1 1 3 3 5 5 1 1 0 3 1 0 5 1 1 5 4 3 0 3 0 0
split_gain=1.04301e+12 1.27446e+13 2.22552e+13 6.25847e+13 5.17879e+13 3.20992e+13 7.01548e+13 6.02369e+13 2.94607e+13 7.09005e+13 5.55226e+13 4.26333e+13 3.82175e+13 4.95716e+13 3.76566e+13 3.66785e+13 3.84048e+13 3.67438e+13 2.77199e+13 2.45544e+13 2.43699e+13 3.54275e+13 3.29617e+13 2.63942e+13 6.13341e+13 2.94818e+13 3.23443e+13 2.85413e+13 3.10903e+13 2.62153e+13
threshold=112.04500000000002 37.889331900000009 9.5000000000000018 37.832345550000007 4.5000000000000009 1.5000000000000002 125.85000000000001 1.0000000180025095e-35 37.342273500000012 37.436176200000013 25.500000000000004 13.500000000000002 125.85000000000001 142.05000000000004 37.777459000000007 37.475443250000005 55.87722990000001 17.500000000000004 37.792847950000002 55.885524800000006 132.05000000000004 30.226173900000003 30.243224600000001 161.85000000000002 2.5000000000000004 13.500000000000002 59.963407450000012 21.500000000000004 59.950068600000009 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 20 10 -10 12 19 14 -14 16 17 -13 -7 -11 21 -4 -23 24 -22 26 29 -25 -29 -26
right_child=1 -3 8 4 -6 18 -8 -9 9 11 -12 15 13 -15 -16 -17 -18 -19 -20 -21 23 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=6.2735536917388313 -5814.9100852272732 -1144.543374136259 -17271.041920394349 -15074.019169398718 158896.33526278409 -3027.1966805395155 -103.92899697580646 201128.92516025642 67450.873142658776 22035.694104881535 -68427.270356889218 -48471.115605945124 83147.637087264156 20507.869445503049 230077.3551081731 4367.5144804598485 36341.549874441967 -208669.9379083807 -92215.077812500007 -88782.575849184781 94105.775055803577 58512.011322294784 7969.7780070781846 19595.561866098589 -41268.089584517053 -8511.7255469749052 36043.612662760417 -127497.199727236 28189.409408967389 -121849.63339419158
leaf_weight=4248930 22 52714 556 28 44 8034 155 39 339 153 33 41 53 82 26 1433 28 22 35 23 49 134 3481 452 330 782 48 29 23 46
leaf_count=4248930 22 52714 556 28 44 8034 155 39 339 153 33 41 53 82 26 1433 28 22 35 23 49 134 3481 452 330 782 48 29 23 46
internal_value=0 -385.012 2038.59 -1588.93 91241.2 -2395.66 35648.1 126493 5752.33 15542.3 55397.2 7575.55 39762.4 74971.9 131504 458.108 -61104.3 -104414 -3414.06 7553.76 2065.83 6228.89 9843.27 -7805.75 -15568.5 -20024.6 -41258.2 11524.1 -58635.8 -51126.5
internal_weight=0 69234 16520 8357 72 8285 216 61 8163 2233 372 1861 337 161 79 1524 91 63 8069 176 5930 4171 3615 1759 1255 1206 424 504 52 376
internal_count=4318164 69234 16520 8357 72 8285 216 61 8163 2233 372 1861 337 161 79 1524 91 63 8069 176 5930 4171 3615 1759 1255 1206 424 504 52 376
is_linear=0
shrinkage=0.1


Tree=2544
num_leaves=31
num_cat=0
split_feature=1 5 0 0 0 3 3 0 1 5 5 4 5 4 5 1 3 1 6 0 1 0 5 5 5 5 0 2 3 5
split_gain=1.00229e+12 5.93732e+12 1.24713e+13 3.86842e+13 2.8117e+13 2.70028e+13 4.03124e+13 3.54365e+13 2.8588e+13 3.49772e+13 3.67527e+13 3.27657e+13 2.92029e+13 2.65874e+13 2.87295e+13 4.59241e+13 6.10741e+13 2.52281e+13 3.65487e+13 2.7726e+13 2.4925e+13 3.80947e+13 2.30126e+13 4.68979e+13 5.96193e+13 4.59679e+13 4.54982e+13 3.4793e+13 2.20163e+13 2.12793e+13
threshold=83.000022850000008 59.005000000000003 55.012873400000011 55.013931500000005 54.811549550000009 15.500000000000002 11.500000000000002 54.934662400000008 83.011163250000024 75.750000000000014 80.815000000000012 2.5000000000000004 89.00500000000001 4.5000000000000009 177.02500000000003 83.093115700000013 5.5000000000000009 83.053286850000021 1.5000000000000002 54.864040150000001 83.053286850000021 54.990279300000005 123.15000000000002 100.05000000000001 85.91500000000002 125.85000000000001 54.970187400000007 3.5000000000000004 16.500000000000004 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 13 17 -9 11 -11 -10 -12 -6 15 -15 -17 -7 -19 -20 21 -8 23 24 29 -24 -26 -25 -14 -22
right_child=1 2 3 -5 5 7 20 8 9 10 12 -13 28 14 -16 16 -18 18 19 -21 22 -23 25 27 26 -27 -28 -29 -30 -31
leaf_value=18.122035175597212 89.508698901760496 -816.40253449265708 -9161.142994483931 -826.96644519208917 5321.9691467334305 -5447.4369066455702 -19424.343707596629 5131.6957652436213 -14630.85243340164 -68926.262927305637 4391.6723111194779 19743.320015319663 -84363.399886628962 -53473.556322265627 -112876.54036458333 179667.45957031252 -35988.708600484912 19762.201532464282 39638.578474506583 162104.7429904514 44977.027273148764 35677.580110327064 -121632.03369954426 40089.27467730979 -113738.39796875001 50416.092054332388 62773.325407608696 198418.86566964287 -10162.375484322212 117056.50586703431
leaf_weight=3782924 375130 43476 5918 94550 11178 237 228 1183 1098 205 249 371 87 100 36 24 29 266 38 36 208 279 24 23 40 44 23 35 74 51
leaf_count=3782924 375130 43476 5918 94550 11178 237 228 1183 1098 205 249 371 87 100 36 24 29 266 38 36 208 279 24 23 40 44 23 35 74 51
internal_value=0 -128.081 -637.885 -1317.89 507.589 4068.26 6350.99 -3249.05 -7284.08 -14332 -34354.5 -5949.56 -17068.5 4693.09 -32500.3 -13588.3 61666.9 19597.5 37055.2 99216.7 26084.3 10898 43270.6 52858.1 37948.3 -10306.8 -49297.6 135633 -50258.6 59170.3
internal_weight=0 535240 160110 100468 59642 16166 12322 3844 3267 2084 615 1469 410 11367 189 153 53 577 340 74 955 507 448 380 322 68 63 58 161 259
internal_count=4318164 535240 160110 100468 59642 16166 12322 3844 3267 2084 615 1469 410 11367 189 153 53 577 340 74 955 507 448 380 322 68 63 58 161 259
is_linear=0
shrinkage=0.1


Tree=2545
num_leaves=31
num_cat=0
split_feature=5 5 5 3 1 0 1 2 0 0 6 0 1 4 1 4 2 1 0 1 0 0 0 0 0 3 0 1 3 5
split_gain=9.90726e+11 1.39003e+13 1.18253e+13 2.74682e+13 3.96387e+13 2.75726e+13 2.46844e+13 2.25796e+13 2.47263e+13 5.54902e+13 1.79922e+13 1.56814e+13 1.55561e+13 1.13793e+13 1.05352e+13 1.22421e+13 1.314e+13 1.05107e+13 1.01435e+13 1.00091e+13 1.77803e+13 5.90994e+13 1.28397e+13 1.00014e+13 9.93589e+12 1.99219e+13 2.00303e+13 1.40918e+13 1.85575e+13 1.6736e+13
threshold=47.005000000000003 49.010000000000012 49.995000000000012 11.500000000000002 30.243224600000001 43.642715500000008 43.574807850000006 1.5000000000000002 59.950068600000009 60.003414000000006 1.5000000000000002 56.009576300000013 82.911991800000024 2.5000000000000004 30.102666750000001 2.5000000000000004 10.500000000000002 65.520339550000017 43.592450450000008 82.945329900000004 55.801980100000009 55.755036050000008 55.946414150000003 44.226894250000008 45.087005000000012 8.5000000000000018 44.678200800000006 39.488326500000007 20.500000000000004 47.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 7 6 18 -3 11 -10 19 -9 23 -14 15 16 -2 -12 -5 20 21 -6 -22 -7 25 -16 27 -27 29 -29
right_child=1 2 -4 5 10 12 -8 8 9 -11 17 -13 13 -15 24 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-49.096337599147262 -12660.75970986175 -14464.24296031057 -2.2489975317090423 148424.22946428572 2102.0569726352037 -60591.029060132583 -18131.873632812501 81031.895519770405 202054.46434536637 11069.604760742188 -145.480380889077 17618.227726450015 -15527.044363114874 -53471.220403343024 -210.51532819876377 38825.369337745949 24712.208624865962 8435.0771968795907 56484.535379464287 -17220.365434256215 -61076.093258101857 142609.18259277343 -9858.7402706926696 -5416.4547596013863 729.60199934202785 -22318.946938988636 9475.5336709791391 25927.578795705398 80730.972036637948 -4098.5756581983651
leaf_weight=2105789 1211 81 2018547 21 464 33 31 49 29 32 7652 191 976 86 8063 54 102 1755 28 855 54 32 523 7402 155859 295 6347 215 29 1359
leaf_count=2105789 1211 81 2018547 21 464 33 31 49 29 32 7652 191 976 86 8063 54 102 1755 28 855 54 32 523 7402 155859 295 6347 215 29 1359
internal_value=0 46.731 -26.3968 -2428.27 719.416 -6728.3 51704.8 32402.7 45014.8 101866 -348.341 30565.2 -7278.45 -18599.7 905.906 -7838.31 -9757.45 1455.34 95887.3 -9148.75 -2717.04 11167 -14652 -5661.35 975.335 3323.85 6780.2 -2233.1 1463.3 2.8368
internal_weight=0 2.21238e+06 2.03884e+06 20294 11717 8577 80 382 301 61 11335 240 8497 1062 173534 1367 1313 9407 49 1928 1073 496 577 7435 172167 16308 8245 1898 1603 1574
internal_count=4318164 2212375 2038841 20294 11717 8577 80 382 301 61 11335 240 8497 1062 173534 1367 1313 9407 49 1928 1073 496 577 7435 172167 16308 8245 1898 1603 1574
is_linear=0
shrinkage=0.1


Tree=2546
num_leaves=31
num_cat=0
split_feature=5 0 0 5 5 3 3 2 2 2 3 3 2 0 1 1 0 1 1 2 5 0 3 1 3 5 1 5 3 3
split_gain=9.24303e+11 6.67675e+12 1.58846e+13 2.69145e+13 5.93759e+13 8.80694e+13 3.08367e+13 7.96038e+13 1.0562e+14 3.26787e+13 4.74192e+13 3.18666e+13 3.01789e+13 2.52125e+13 3.09485e+13 3.09003e+13 2.38656e+13 2.07026e+13 3.24655e+13 9.33814e+13 6.03899e+13 4.70398e+13 3.20318e+13 2.79893e+13 3.1682e+13 6.08879e+13 1.29593e+14 7.3171e+13 3.11673e+13 3.18027e+13
threshold=55.405000000000008 45.013473000000012 45.047272400000004 81.00500000000001 84.030000000000015 2.5000000000000004 23.500000000000004 10.500000000000002 7.5000000000000009 3.5000000000000004 5.5000000000000009 15.500000000000002 5.5000000000000009 45.029420750000007 39.041623000000008 38.984911950000004 45.03656895000001 39.021425200000003 39.036172050000012 8.5000000000000018 69.015000000000015 45.029420750000007 3.5000000000000004 38.911476500000006 4.5000000000000009 75.015000000000015 38.969379750000009 78.010000000000005 15.500000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 17 5 -5 9 8 -8 16 -11 -12 -13 14 15 -14 -7 22 19 -19 -21 -22 -3 28 25 -25 -27 -28 29 -24
right_child=1 2 -4 4 -6 6 7 -9 -10 10 11 12 13 -15 -16 -17 -18 18 -20 20 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-36.142859947661172 -693.5338505207153 -18626.747010867617 62.314062277338273 211976.21012499998 3579.5431632550008 17152.318115510243 38021.410168850809 83805.345342548084 -215450.76602678574 150150.02722098216 6015.8139826134793 98063.257600203811 71609.219046395287 14874.750308504972 136927.48011900435 -19653.02134943182 -46812.540894396552 1637.6460885348679 1633.0037775616902 39102.605094241029 188022.45419407895 29742.572042410717 61637.662055085835 5865.3978135704101 -3458.9206681390569 258387.98613281251 161030.40407714844 -76375.268918918926 28767.771458041669 -6024.4946989153868
leaf_weight=2681621 109916 1090 1489243 25 10975 177 31 39 35 35 316 92 114 264 43 55 87 891 9077 267 57 28 76 399 11674 32 20 37 640 808
leaf_count=2681621 109916 1090 1489243 25 10975 177 31 39 35 35 316 92 114 264 43 55 87 891 9077 267 57 28 76 399 11674 32 20 37 640 808
internal_value=0 59.2233 113.421 2149.35 5983.88 26081 22472.8 -29463.9 -96395.7 27082.6 35990.7 31470.8 45632.3 35498.6 61181.2 41908.5 -3927.01 271.807 3708.56 18865.3 62472.9 135883 -2128.53 -814.552 -2415.39 22548 97338.6 6924.97 11960.7 -207.386
internal_weight=0 1.63654e+06 1.52663e+06 37384 12288 1313 1288 105 66 1183 919 884 568 476 212 169 264 25096 10320 1243 352 85 14776 13686 12162 488 89 57 1524 884
internal_count=4318164 1636543 1526627 37384 12288 1313 1288 105 66 1183 919 884 568 476 212 169 264 25096 10320 1243 352 85 14776 13686 12162 488 89 57 1524 884
is_linear=0
shrinkage=0.1


Tree=2547
num_leaves=31
num_cat=0
split_feature=5 4 5 5 3 2 1 1 0 0 0 0 0 0 2 1 0 3 3 1 3 2 5 1 5 0 0 5 5 2
split_gain=9.89248e+11 9.07302e+12 1.60941e+13 5.63238e+13 4.37144e+13 2.70102e+13 1.99392e+13 3.40627e+13 5.88583e+13 2.47635e+13 2.41696e+13 2.07192e+13 1.83588e+13 1.81966e+13 1.72629e+13 1.39552e+13 2.49016e+13 1.87637e+13 3.97649e+13 2.79641e+13 3.51103e+13 4.59115e+13 3.70654e+13 3.00214e+13 2.14181e+13 2.19046e+13 2.09784e+13 3.43956e+13 3.3965e+13 2.31206e+13
threshold=96.015000000000015 2.5000000000000004 120.05000000000001 118.33500000000002 16.500000000000004 16.500000000000004 60.601268000000012 38.969379750000009 43.514103700000014 45.063245200000004 45.063245200000004 59.932719750000011 55.173809400000003 52.485928400000006 25.500000000000004 44.083877800000003 60.052595500000002 13.500000000000002 10.500000000000002 39.899261850000009 14.500000000000002 7.5000000000000009 97.050000000000011 39.925119750000007 105.35000000000001 56.320495600000008 45.063245200000004 99.555000000000021 104.75000000000001 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 6 -6 7 9 -9 -5 -10 -11 -8 -12 -4 16 17 18 -2 20 21 22 -19 -21 25 -25 28 -28 -20 -29
right_child=1 -3 14 4 5 -7 12 8 10 11 13 -13 -14 -15 -16 -17 -18 19 26 23 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=9.0663087272623635 276.88459632616809 -36.196219174084007 2015.0762123348297 71833.548372395846 85356.73978040542 -47641.754867788462 -82273.736990489138 -10478.620229388298 -228957.0666466346 -109152.57957488029 -47371.985875000006 17738.956862571024 30373.728570713145 -151519.08377757351 73640.01753216912 -9281.657189865864 -78704.898398437508 175705.18738839286 -29982.204877929689 161994.8175 -2073.8850114306765 -30359.753060814641 48128.653735751795 31358.789466292139 -28232.628888081395 137297.51478125001 -69455.488712993421 -29637.636662409859 -153938.31609375001 43116.574581473222
leaf_weight=4168594 2318 138843 3269 21 37 26 23 47 26 31 25 22 39 51 34 2747 40 28 60 20 1217 62 122 89 43 25 95 91 35 84
leaf_count=4168594 2318 138843 3269 21 37 26 23 47 26 31 25 22 39 51 34 2747 40 28 60 20 1217 62 122 89 43 25 95 91 35 84
internal_value=0 -252.683 -3054.74 -5638.36 -44914.7 30468.5 -61578.4 -75525.2 -103068 -20067.1 -145732 -56480.6 -11414.8 -117260 2752.36 -3706.74 -169.132 563.307 -4554.03 9112.38 4468.31 42024.2 71942.9 46606 31906.8 54591 -35233.6 -21013 -75650.2 5284.38
internal_weight=0 149570 10727 7424 348 63 285 223 149 74 102 53 62 76 3303 7076 4329 4289 2683 1606 1429 212 150 177 157 114 365 270 95 175
internal_count=4318164 149570 10727 7424 348 63 285 223 149 74 102 53 62 76 3303 7076 4329 4289 2683 1606 1429 212 150 177 157 114 365 270 95 175
is_linear=0
shrinkage=0.1


Tree=2548
num_leaves=31
num_cat=0
split_feature=3 5 4 0 5 0 1 5 3 1 3 1 0 1 1 1 0 5 0 6 1 0 0 1 0 1 5 5 2 1
split_gain=9.50502e+11 6.22086e+12 2.27054e+13 2.27759e+13 5.32512e+13 1.00394e+14 1.125e+14 9.76516e+13 8.47391e+13 6.74147e+13 4.95524e+13 4.94042e+13 4.08198e+13 7.54513e+13 2.18025e+14 1.29202e+14 1.12089e+14 1.06194e+14 8.3121e+13 1.20263e+14 8.63312e+13 7.36379e+13 1.32327e+14 9.34241e+13 6.72076e+13 6.71723e+13 6.93955e+13 6.5446e+13 6.35867e+13 6.23695e+13
threshold=10.500000000000002 74.610000000000014 2.5000000000000004 55.628356700000005 83.010000000000005 55.535913550000011 37.314272700000011 81.910000000000011 24.500000000000004 37.855187800000003 20.500000000000004 37.457850350000008 55.751981950000008 37.362912300000012 37.342273500000012 37.712318250000003 55.645049100000001 132.05000000000004 55.695992150000002 1.5000000000000002 37.944765900000007 55.784980300000008 55.801980100000009 49.201680550000006 55.719391050000006 37.726745000000001 81.00500000000001 81.910000000000011 15.500000000000002 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 -7 -8 11 -4 -11 -9 13 14 16 17 -5 -15 -17 25 -21 28 23 -23 -16 -20 29 -18 -14 -27
right_child=1 2 3 12 -6 6 7 8 -10 10 -12 -13 21 15 24 18 27 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=36.527326677005568 25.04026524843281 -2517.4470288028588 11834.270694246448 57290.621938332137 363.57794498654158 64847.123574456935 -22762.181474116071 115542.56348080843 226615.76958007814 -6445.6437671875419 4387.9009011014441 3802.8540999233937 -17728.346390619179 22366.406590468912 -74840.792117625271 -8542.7447880251766 15319.431961731127 -208532.72593750001 -79721.104214810941 38923.845818394359 5395.6130383543086 29080.456693493088 66.995608295540208 -32885.314499070286 -207447.57669956141 -52344.568237532862 10411.967855246441 -20988.333026870343 9897.5914001194851 5.7562232751414619
leaf_weight=2688514 1368748 46252 3121 279 72053 164 5053 46 21 17466 5568 283 3880 4888 116 4465 718 20 119 1619 1461 2381 85509 271 57 428 1508 1609 1061 486
leaf_count=2688514 1368748 46252 3121 279 72053 164 5053 46 21 17466 5568 283 3880 4888 116 4465 718 20 119 1619 1461 2381 85509 271 57 428 1508 1609 1061 486
internal_value=0 -60.2609 -507.769 -74.7313 -1139.47 -4553.47 -16747.3 -19224 31857.4 -1958.06 -3826.86 19426 921.825 5313.37 -9821.1 8118.41 -2604.29 21425.5 1642.98 9733.94 23019.7 83.4862 749.281 22748.4 -118532 -6370.03 -2766.07 -9785.51 -11796.1 -24508.4
internal_weight=0 1.62965e+06 260902 214650 103775 31722 5567 5403 350 26155 23034 329 110875 17773 2779 14994 2606 4908 10086 5621 3080 93102 88161 2652 173 2541 2422 2327 4941 914
internal_count=4318164 1629650 260902 214650 103775 31722 5567 5403 350 26155 23034 329 110875 17773 2779 14994 2606 4908 10086 5621 3080 93102 88161 2652 173 2541 2422 2327 4941 914
is_linear=0
shrinkage=0.1


Tree=2549
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 1 1 2 6 1 5 1 4 1 5 3 1 5 3 5 3 5 1 0 0 1 3 5 5 1
split_gain=9.5756e+11 8.0318e+12 8.76435e+13 3.89255e+13 3.07449e+13 2.91046e+13 2.49357e+13 2.35075e+13 2.46696e+13 3.69363e+13 2.89411e+13 2.49806e+13 4.60779e+13 3.1261e+13 3.88243e+13 2.76093e+13 2.50516e+13 3.68934e+13 2.53918e+13 2.54943e+13 6.58893e+13 2.25481e+13 2.10266e+13 2.5126e+13 2.06458e+13 1.95563e+13 2.51669e+13 1.9167e+13 2.09951e+13 2.56592e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 47.228519500000004 105.35000000000001 47.981192400000005 39.488326500000007 2.5000000000000004 1.5000000000000002 37.314272700000011 150.04500000000004 39.718803500000007 3.5000000000000004 39.714575750000009 45.985000000000007 22.500000000000004 39.767857750000005 85.91500000000002 10.500000000000002 67.990000000000023 13.500000000000002 47.815000000000005 37.777459000000007 44.678200800000006 43.592450450000008 39.726951800000002 17.500000000000004 16.850000000000005 41.995000000000012 39.718803500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 27 6 7 -4 8 10 -10 22 13 15 -11 -15 16 17 18 -13 25 -21 -8 23 -2 -19 -20 -27 -3 -29 -30
right_child=1 3 4 -5 -6 -7 21 -9 9 11 -12 12 -14 14 -16 -17 -18 24 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-52.17147185132864 -52433.473316506774 81721.857305908212 19593.843373834519 68.732650997152803 -73794.601979518586 20466.906596055971 -6036.4814571627576 -463.81898636944106 37233.458543121647 1851.0904710999764 -103777.85061141306 21480.110078124999 47695.393415364582 1726.7772430419923 136052.33169070512 82251.461837121227 -5886.3031302975487 -43498.239538043475 -65781.718028649615 -69968.670795036756 129955.32299804688 -15831.458699019699 10994.564900385667 399.69266415588544 -174779.36762500001 -32344.195430611278 75451.168749999997 -130.80025030480476 4076.1439130768049 14042.32504975166
leaf_weight=1938624 102 32 294 2056365 74 685 5862 263121 278 17701 23 115 150 48 39 33 3103 23 172 34 32 3923 5242 766 25 222 24 7156 10466 3430
leaf_count=1938624 102 32 294 2056365 74 685 5862 263121 278 17701 23 115 150 48 39 33 3103 23 172 34 32 3923 5242 766 25 222 24 7156 10466 3430
internal_value=0 42.5044 -439.284 112.563 -9572.82 -121.638 -9101.31 -170.061 2577.49 1013.92 8185.97 550.359 -6661.77 2144.99 61941.7 -8817.09 -9618.49 -27518 -20758.2 -30794.2 26964.2 -9963.48 8607.44 -5808.81 -111874 -39914 -21827.6 4387.46 4269.91 6536.13
internal_weight=0 2.37954e+06 302091 2.07745e+06 10153 291938 10079 291253 28132 21999 6133 21721 3933 17788 87 3783 3750 647 599 484 66 9785 6110 868 48 418 246 21084 21052 13896
internal_count=4318164 2379540 302091 2077449 10153 291938 10079 291253 28132 21999 6133 21721 3933 17788 87 3783 3750 647 599 484 66 9785 6110 868 48 418 246 21084 21052 13896
is_linear=0
shrinkage=0.1


Tree=2550
num_leaves=31
num_cat=0
split_feature=5 5 2 1 0 1 1 2 4 1 0 0 2 3 1 0 1 0 4 0 2 3 1 2 1 2 0 2 3 0
split_gain=9.31009e+11 4.58067e+12 3.19768e+13 2.84642e+13 3.08665e+13 2.64664e+13 4.43004e+13 3.61492e+13 6.20023e+13 6.07009e+13 5.28711e+13 3.65237e+13 9.51078e+13 5.53299e+13 4.01594e+13 2.98207e+13 2.10755e+13 2.03449e+13 7.32065e+13 3.57173e+13 3.31602e+13 3.11614e+13 3.70158e+13 1.00813e+14 4.43e+13 4.51845e+13 4.74852e+13 4.20056e+13 1.01095e+14 4.4081e+13
threshold=100.05000000000001 99.555000000000021 4.5000000000000009 30.226173900000003 60.017447350000005 82.888608650000023 82.897133550000021 3.5000000000000004 4.5000000000000009 30.315880100000005 59.939091550000008 59.932719750000011 2.5000000000000004 12.500000000000002 30.388336800000001 59.853570100000006 30.362552800000003 57.106514900000001 2.5000000000000004 55.628356700000005 22.500000000000004 15.500000000000002 39.016372550000007 6.5000000000000009 39.718803500000007 5.5000000000000009 55.020029900000004 12.500000000000002 16.500000000000004 45.029420750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -7 11 9 10 -9 15 16 14 -14 -3 -13 19 -19 21 -21 -5 27 24 -24 26 -26 -23 -29 -30
right_child=-2 2 3 17 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20 20 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=2.4853674486104906 -276.04678165973087 3459.0233914152736 -16233.849652777779 2839.6341412658549 -140729.59303385418 -55282.519486328121 -5394.1377225709193 -183714.87139991554 -146690.46547241212 -5676.9206769638622 12044.646306818184 21145.7704582556 229895.35877976191 18493.552517361113 57728.296616210944 -54090.764164159635 -63698.759585336542 -72223.386272321441 35889.637117940438 -10575.282054964358 101399.77090386285 17639.100232565568 7347.5608710106389 -3087.854282647027 112708.6928013393 45872.817244664635 302916.89936755953 177241.80356001423 -52350.745850694453 59234.421792051027
leaf_weight=4188461 118815 2828 117 2161 24 250 618 37 36 814 22 67 42 36 20 93 52 70 595 1291 27 367 47 900 35 41 21 66 45 166
leaf_count=4188461 118815 2828 117 2161 24 250 618 37 36 814 22 67 42 36 20 93 52 70 595 1291 27 367 47 900 35 41 21 66 45 166
internal_value=0 7.81038 2056.27 6972.23 -37424.6 -3917.9 -19762.9 -519.469 -18079.6 -12776 -110720 4567.26 44149.2 117101 174358 1626.73 -15929.2 8045.61 24509.3 5926.71 -8281.41 10791.9 20972.6 9342.06 87029 125638 184037 39827.1 69224.1 35436.6
internal_weight=0 4.19935e+06 10888 5973 141 4915 868 4047 909 873 59 3138 217 98 62 2921 119 5832 665 5167 1318 3849 1688 1044 144 97 56 644 277 211
internal_count=4318164 4199349 10888 5973 141 4915 868 4047 909 873 59 3138 217 98 62 2921 119 5832 665 5167 1318 3849 1688 1044 144 97 56 644 277 211
is_linear=0
shrinkage=0.1


Tree=2551
num_leaves=31
num_cat=0
split_feature=3 5 5 1 0 1 3 2 0 1 1 6 0 5 1 5 1 0 4 3 2 4 3 4 0 5 1 1 1 2
split_gain=9.37603e+11 6.1003e+12 1.71204e+13 2.80662e+13 2.59471e+13 2.53031e+13 5.68347e+13 2.36672e+13 2.99457e+13 6.07195e+13 3.45968e+13 2.78934e+13 5.71762e+13 6.54044e+13 2.55723e+13 3.04847e+13 2.3199e+13 2.96388e+13 3.49288e+13 3.36617e+13 2.22864e+13 4.33543e+13 5.23238e+13 4.11353e+13 6.141e+13 3.33038e+13 5.13169e+13 6.21075e+13 2.95864e+13 4.66961e+13
threshold=10.500000000000002 72.010000000000005 73.995000000000019 30.346469350000003 53.516665650000007 30.323743050000001 6.5000000000000009 5.5000000000000009 59.904813200000007 30.315880100000005 30.259484550000003 1.5000000000000002 54.725565150000001 73.010000000000005 30.315880100000005 73.405000000000015 44.083877800000003 59.609407350000005 2.5000000000000004 8.5000000000000018 6.5000000000000009 3.5000000000000004 8.5000000000000018 1.5000000000000002 56.791364150000007 74.010000000000005 38.633372000000001 37.417247200000006 30.102666750000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 11 10 -10 -9 -3 13 -13 -14 -16 -6 -18 19 -19 -4 22 23 24 -22 26 27 -25 29 -27
right_child=-2 2 20 4 16 6 -8 8 9 -11 -12 12 14 -15 15 -17 17 18 -20 -21 21 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-19.792805236046107 -59.85065447220142 -18145.415270347683 -190.80837530438464 -1936.9618340902316 13483.628077799802 -113043.92491319445 -3443.8942849864129 -36441.85153680099 -29800.514646823351 109752.89059477307 -163863.28359375001 8694.6526820591516 808.44888642646902 231226.56600000002 20684.380651041669 169064.69353515626 5332.5948478321379 -2606.8515122767858 -6267.539849294586 -128974.92542379128 -1009.1725507687299 -3160.4842171692126 3979.3259350123317 15159.351988636365 152676.28424979968 51697.564803106943 -9483.7060087316186 258643.3165625 -14308.618145834909 -32105.22684100116
leaf_weight=2361324 1629650 433 240197 4442 3798 72 138 190 121 42 24 28 710 25 45 20 8431 35 273 53 78 13739 50555 22 39 173 68 20 3311 108
leaf_count=2361324 1629650 433 240197 4442 3798 72 138 190 121 42 24 28 710 25 45 20 8431 35 273 53 78 13739 50555 22 39 173 68 20 3311 108
internal_value=0 36.2786 440.945 3364.08 4634.1 -8340.96 -41021 -4151.2 -26135 6158.03 -50732.1 2421.28 13176.6 113663 6304.63 66339.9 6952.5 4131.16 -23927.8 -78714.9 261.941 1858.54 3126.72 -8159.83 50219.3 -10004.9 44195.3 131104 -11664.7 19488.7
internal_weight=0 2.68851e+06 327190 18880 17032 1848 210 1638 377 163 214 1261 828 53 775 65 12590 8792 361 88 308310 68113 54374 3819 117 3702 110 42 3592 281
internal_count=4318164 2688514 327190 18880 17032 1848 210 1638 377 163 214 1261 828 53 775 65 12590 8792 361 88 308310 68113 54374 3819 117 3702 110 42 3592 281
is_linear=0
shrinkage=0.1


Tree=2552
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 1 0 5 5 3 5 5 5 5 4 5 5 2 3 3 4 3 2 0 5 5 3 5 3 3
split_gain=9.96299e+11 5.94551e+12 1.27382e+13 2.4094e+13 1.46034e+13 2.0869e+13 5.96081e+13 1.77896e+13 3.70861e+13 1.43728e+13 1.34734e+13 1.30864e+13 2.33615e+13 2.20986e+13 5.19271e+13 4.44246e+13 2.0051e+13 5.22489e+13 1.61572e+13 1.49349e+13 1.72245e+13 1.62997e+13 3.97654e+13 1.25254e+13 1.99828e+13 1.62975e+13 1.46279e+13 3.21276e+13 2.59503e+13 1.98109e+13
threshold=83.000022850000008 53.37994195000001 53.310923100000004 83.691301500000009 10.500000000000002 83.761389800000003 53.355366400000001 137.05000000000004 118.33500000000002 11.500000000000002 76.00500000000001 97.050000000000011 99.555000000000021 76.00500000000001 2.5000000000000004 78.010000000000005 67.990000000000023 4.5000000000000009 12.500000000000002 16.500000000000004 3.5000000000000004 14.500000000000002 6.5000000000000009 53.340367100000002 47.415000000000006 59.810000000000009 7.5000000000000009 107.05000000000001 9.5000000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 23 9 7 8 11 -6 -2 13 -13 16 15 -15 -7 -18 -17 20 21 22 -16 24 -4 -25 -27 29 -29 -28
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11 -12 12 -14 14 19 18 17 -19 -20 -21 -22 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=18.067817189522824 -10428.531849922418 -289.0626984448237 1382.1057457098589 29.906202851182485 -17309.146229568545 1594.4999377449219 46958.636198969223 87298.201627604169 -85449.62124521684 -2321.3418811767292 -70611.378803453947 122144.326171875 13339.11396616343 -160844.27790178571 -16777.523404947915 -76356.131901041663 -40043.394509242964 62185.053722783377 25043.267978515625 -40211.27081770834 -51118.862119391029 7172.7762356752855 167228.40633491849 3903.0838137004266 12651.532104887649 4809.8297796779561 -9953.7649000963975 -121704.04763808139 -7473.832696368243 6015.3133628818632
leaf_weight=3782924 1765 433600 3031 61995 697 2344 317 24 49 7801 38 24 111 42 24 33 71 169 30 75 39 181 23 14048 3272 1806 2403 43 37 1148
leaf_count=3782924 1765 433600 3031 61995 697 2344 317 24 49 7801 38 24 111 42 24 33 71 169 30 75 39 181 23 14048 3272 1806 2403 43 37 1148
internal_value=0 -127.698 560.689 -301.507 2014.27 -859.049 5573.2 1522.82 882.502 -3550.63 -11696.9 2218.66 32682.3 861.818 -19667.9 -81180.1 4413.2 31942.5 -28070.7 -782.502 10293 20797.7 73267.9 3357.33 7232.27 2103.87 -2544.89 -6203.01 -68872.6 -4791.13
internal_weight=0 535240 101640 63798 37842 12054 3556 3239 3215 8498 1803 3166 135 3031 447 105 2584 240 63 342 267 228 47 25788 6303 19485 5437 3631 80 3551
internal_count=4318164 535240 101640 63798 37842 12054 3556 3239 3215 8498 1803 3166 135 3031 447 105 2584 240 63 342 267 228 47 25788 6303 19485 5437 3631 80 3551
is_linear=0
shrinkage=0.1


Tree=2553
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 4 3 6 5 0 5 5 5 5 5 0 5 4 0 4 5 5 2 5 2 3 0 3 0 1
split_gain=9.77333e+11 5.41677e+12 1.167e+13 1.89423e+13 1.30494e+13 2.19357e+13 1.79079e+13 1.44399e+13 2.53354e+13 1.91206e+13 2.23597e+13 2.06024e+13 2.00649e+13 2.49496e+13 1.35435e+13 1.3413e+13 1.28495e+13 1.77422e+13 1.52686e+13 1.25381e+13 5.0736e+13 7.19391e+13 3.29072e+13 1.37923e+13 1.76664e+13 1.19148e+13 1.09654e+13 2.18348e+13 1.44273e+13 2.06224e+13
threshold=91.398302750000013 92.928903050000017 53.719078300000007 9.5000000000000018 36.715000000000011 1.5000000000000002 5.5000000000000009 1.5000000000000002 82.00500000000001 56.197733450000008 77.00500000000001 75.750000000000014 90.015000000000015 99.555000000000021 49.995000000000012 55.349623500000007 107.05000000000001 2.5000000000000004 55.975961550000008 2.5000000000000004 74.010000000000005 75.015000000000015 5.5000000000000009 61.020000000000003 6.5000000000000009 9.5000000000000018 56.143542450000005 15.500000000000002 56.054485600000007 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 4 -4 6 15 9 14 10 11 -7 -12 -14 -9 -6 17 18 -10 20 23 22 -22 -16 -25 -2 28 -28 29 -5
right_child=1 -3 3 26 5 7 -8 8 16 -11 12 -13 13 -15 19 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-8.772542216728878 -2718.5215957841556 -246.59205996270435 -1060.0079571157544 -539.05023500535629 40200.032843987887 -2469.5513666278148 9078.0362945456782 -854.99916009726189 -68024.529374999998 30488.16586000731 -43883.772860071782 86014.233063309279 29856.087875842175 -42186.047729208309 11306.060609761198 6541.06665613511 5807.2707048087286 31504.020202191856 24111.692377533785 2838.3262465507651 -205768.31321824598 11946.77391690341 -43640.830133928575 41596.380540103419 -4049.5649637494771 -33723.450011534202 71810.757397073423 2833.7026239338716 -4019.4728396841524 6840.7598083670155
leaf_weight=4176165 5151 85159 4334 18249 390 1036 1528 4532 35 139 274 27 109 86 1985 170 493 686 37 4199 31 77 21 349 112 127 63 169 7653 4778
leaf_count=4176165 5151 85159 4334 18249 390 1036 1528 4532 35 139 274 27 109 86 1985 170 493 686 37 4199 31 77 21 349 112 127 63 169 7653 4778
internal_value=0 257.999 1013.99 1472.42 3817.49 5113.09 14684.5 3708.46 4870.59 -5024.57 -8246.68 -222.08 -26434.6 -1916.34 3376.44 29982.1 18374.1 26547.5 -20676.7 6207.39 11701.3 -49421.5 -140294 14924.8 30506.7 -3464.57 -94.1392 21564.5 -257.921 992.227
internal_weight=0 141999 56840 51562 20650 16316 2088 14228 12557 1671 1532 1063 469 195 11306 560 1251 758 72 6774 2575 129 52 2446 461 5278 30912 232 30680 23027
internal_count=4318164 141999 56840 51562 20650 16316 2088 14228 12557 1671 1532 1063 469 195 11306 560 1251 758 72 6774 2575 129 52 2446 461 5278 30912 232 30680 23027
is_linear=0
shrinkage=0.1


Tree=2554
num_leaves=31
num_cat=0
split_feature=4 1 1 2 2 5 1 5 1 5 5 1 0 1 0 2 0 5 1 1 2 2 5 5 2 3 1 0 5 5
split_gain=9.1931e+11 4.18265e+12 1.5001e+13 2.42851e+13 1.63665e+13 2.45775e+13 3.00702e+13 1.60617e+13 1.39187e+13 2.24968e+13 1.34484e+13 2.17274e+13 1.73081e+13 4.87262e+13 3.64373e+13 2.41848e+13 2.50813e+13 2.38329e+13 2.26459e+13 4.27777e+13 5.34929e+13 3.09446e+13 2.25381e+13 1.46848e+13 2.19064e+13 1.38082e+13 1.3538e+13 1.31541e+13 2.8843e+13 2.69219e+13
threshold=4.5000000000000009 44.660994650000006 46.037218400000008 1.5000000000000002 7.5000000000000009 104.75000000000001 45.148007750000012 161.85000000000002 44.083877800000003 125.85000000000001 110.05000000000001 43.94115175000001 59.916647550000008 30.305955500000003 55.885524800000006 1.5000000000000002 59.939091550000008 80.00500000000001 37.971176850000006 30.305955500000003 3.5000000000000004 5.5000000000000009 97.050000000000011 87.395000000000024 5.5000000000000009 1.5000000000000002 30.243224600000001 55.793358600000012 96.015000000000015 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 -5 7 -7 10 -10 11 12 14 26 27 -15 22 -16 19 20 -19 -21 -17 -13 -25 -12 -14 -2 29 -29
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 25 23 13 15 17 16 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.6663315627413393 -3300.3893850804598 -44185.098359374999 1906.0230390024535 -20908.135468749999 -23948.135952148441 -10177.471230468751 195085.40600179037 112354.9951681386 23414.492052580183 -73721.086822509766 -78407.608184523808 -1994.7128780241937 11368.6528125 107672.76439985796 -648.22966871995197 117971.54839939025 -9444.9364570691741 -87430.712274639431 -17973.646723632814 -75193.616373083729 124439.90355113636 -191769.23415274787 25544.337659681169 -147128.23003771552 -17970.83063990275 2848.8807737631014 -49303.419797825169 15142.088430059524 -13637.727907081886 173436.6169034091
leaf_weight=4303792 1169 30 6790 20 20 20 24 23 38 64 21 31 55 44 156 41 103 26 140 106 22 29 74 29 24 5065 111 21 54 22
leaf_count=4303792 1169 30 6790 20 20 20 24 23 38 64 21 31 55 44 156 41 103 26 140 106 22 29 74 29 24 5065 111 21 54 22
internal_value=0 798.452 2567.04 35328.4 57621.9 76373.6 105413 55363.2 -847.084 -37533.3 -337.483 -6761.7 -4832.63 13188 -9252.6 40045.4 26395.8 -32744.9 -48246.6 -71406.3 9676.65 -100236 58496.6 -56664.9 -88641.9 2513.37 -29201.2 -364.141 35022.2 96130
internal_weight=0 14372 6927 137 107 87 67 43 7445 102 7343 2257 2173 428 1745 262 218 479 323 183 48 135 115 84 53 5086 166 1266 97 43
internal_count=4318164 14372 6927 137 107 87 67 43 7445 102 7343 2257 2173 428 1745 262 218 479 323 183 48 135 115 84 53 5086 166 1266 97 43
is_linear=0
shrinkage=0.1


Tree=2555
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 3 4 5 4 0 1 5 4 5 5 1 2 5 2 0 6 0 2 3 2 1 3 4 4
split_gain=9.0136e+11 7.45059e+12 4.29416e+13 7.53884e+13 4.88047e+13 9.42827e+13 4.36646e+13 4.99705e+13 8.03455e+13 3.95967e+13 3.12842e+13 5.13563e+13 4.54942e+13 7.072e+13 4.77603e+13 4.05839e+13 3.04031e+13 8.54405e+13 4.28001e+13 2.77933e+13 2.71322e+13 2.63748e+13 2.5201e+13 2.34673e+13 2.21904e+13 2.13232e+13 2.06472e+13 2.82908e+13 1.96691e+13 2.31081e+13
threshold=89.00500000000001 82.837870700000011 82.888608650000023 54.970187400000007 55.046835900000012 54.990279300000005 8.5000000000000018 3.5000000000000004 109.05000000000001 1.5000000000000002 55.078308950000007 82.871296800000025 118.33500000000002 2.5000000000000004 107.05000000000001 95.020000000000024 82.897133550000021 4.5000000000000009 116.06000000000002 3.5000000000000004 54.970187400000007 1.5000000000000002 55.120365700000008 6.5000000000000009 16.500000000000004 2.5000000000000004 78.608766650000021 13.500000000000002 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 -3 5 6 25 19 -9 -6 11 15 13 -12 -15 -11 17 18 22 -8 -19 -14 -4 -10 -17 -5 -2 -28 29 -22
right_child=1 2 16 4 9 -7 7 8 23 10 12 -13 21 14 -16 24 -18 20 -20 -21 28 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=10.602970686012917 -375.7683117448276 -55665.382393750006 -33267.878088148944 85929.711637931046 -5674.6916294642861 -28501.350504150396 95839.408575994326 -33632.971601562502 140018.97120535714 8115.0109609374995 -53294.420238095248 212282.96794363839 -52938.466135204086 272157.58247282606 81968.555856224804 194310.64587053572 959.1068838034173 -82096.59212500001 -119152.85602774785 18854.073492959105 16482.304353665149 50817.213807397959 73280.589809782614 274775.07552083337 56396.465000000004 -5913.7398774587564 -10338.752774401091 -82669.288548519748 -57384.032089120374 72047.759421410898
leaf_weight=4097479 182355 125 637 29 84 340 66 20 28 50 21 35 49 23 31 28 34678 25 58 162 289 49 23 24 20 197 1054 57 27 101
leaf_count=4097479 182355 125 637 29 84 340 66 20 28 50 21 35 49 23 31 28 34678 25 58 162 289 49 23 24 20 197 1054 57 27 101
internal_value=0 -196.866 1093.18 18396.6 25767.4 12538.9 39066.9 64074.1 136701 55141.4 71836 108303 43800.7 102420 162975 71167.1 426.399 -15498.8 -36792.5 41139.3 19091.5 -1060.63 -29554.8 202214 136846 5871.48 -458.572 -14049.7 25157.9 30872.3
internal_weight=0 220685 37219 1381 1256 866 526 300 72 390 306 133 173 75 54 98 35838 1160 718 228 442 98 660 52 48 226 183466 1111 417 390
internal_count=4318164 220685 37219 1381 1256 866 526 300 72 390 306 133 173 75 54 98 35838 1160 718 228 442 98 660 52 48 226 183466 1111 417 390
is_linear=0
shrinkage=0.1


Tree=2556
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 4 4 0 0 2 0 5 5 3 3 3 3 1 5 5 2 0 5 5 5 3 1 5 3 3
split_gain=9.52762e+11 5.67807e+12 1.81199e+13 1.19214e+13 9.35353e+12 2.36252e+13 2.79825e+13 3.48918e+13 1.90952e+13 2.16243e+13 1.70718e+13 1.65437e+13 1.66528e+13 1.46103e+13 1.54595e+13 1.38536e+13 1.38484e+13 1.37894e+13 1.40499e+13 1.33346e+13 1.35865e+13 1.26946e+13 1.20952e+13 2.8924e+13 2.07522e+13 2.0482e+13 1.42736e+13 1.26307e+13 1.16834e+13 3.38343e+13
threshold=83.000022850000008 52.056565900000003 103.85249100000001 51.67657710000001 54.410000000000004 1.5000000000000002 2.5000000000000004 50.565831500000009 51.717367500000009 9.5000000000000018 51.83362145000001 57.005000000000003 116.06000000000002 15.500000000000002 14.500000000000002 11.500000000000002 11.500000000000002 114.17164950000002 78.710000000000022 61.845000000000006 6.5000000000000009 48.713222300000005 72.010000000000005 99.555000000000021 64.405000000000015 6.5000000000000009 113.46563545000002 95.020000000000024 11.500000000000002 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 10 7 21 11 22 -6 -8 28 14 15 -11 17 18 19 -9 -21 -7 24 27 -10 26 -25 -24 -13 -30
right_child=1 -3 4 -5 5 6 8 16 9 13 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=17.668636257018559 -14283.815812726209 -201.26541222442603 -1053.9989186963853 12911.977429244895 -61345.404022341361 7919.3920012297458 37485.449534847859 6231.8236057357681 6936.915902841145 -53364.134392936867 4748.9208413461538 -13356.032963741629 53734.221213378914 10313.681056882022 -113656.49830729168 2719.0372949218749 -6148.1699107595068 -52884.661730587126 -11538.171279064361 17169.085633243743 48976.73985621403 40218.365885965861 15969.437777383426 -14760.446123798079 -8850.1644757904705 -18225.181053676897 38972.793955598056 49439.061605342744 78388.47186734069 -39888.571378226909
leaf_weight=3782924 177 507334 15059 1804 98 162 76 651 2210 98 65 1750 40 89 24 80 671 33 210 458 190 489 1243 78 1336 459 135 124 51 46
leaf_count=3782924 177 507334 15059 1804 98 162 76 651 2210 98 65 1750 40 89 24 80 671 33 210 458 190 489 1243 78 1336 459 135 124 51 46
internal_value=0 -124.877 1263.87 10482.1 559.487 2795.59 3371.02 11830.3 280.395 3133.06 -34988.8 -8258.71 -10101.1 -23443.3 -38316.4 -28158.2 5843.79 11062.1 12460.5 16340.2 26495.4 32180.8 4517.79 10654.8 988.935 -6332.36 19295.8 19005.5 -11483.6 22298.3
internal_weight=0 535240 27906 1981 25925 10866 10703 2864 7839 5876 163 1963 1887 291 202 178 2213 1542 1509 1299 648 651 5585 2039 3546 672 213 1367 1847 97
internal_count=4318164 535240 27906 1981 25925 10866 10703 2864 7839 5876 163 1963 1887 291 202 178 2213 1542 1509 1299 648 651 5585 2039 3546 672 213 1367 1847 97
is_linear=0
shrinkage=0.1


Tree=2557
num_leaves=31
num_cat=0
split_feature=3 0 5 5 2 0 0 5 5 5 4 5 5 5 1 6 0 5 2 6 2 1 5 0 2 0 5 0 5 2
split_gain=8.87041e+11 4.09165e+12 5.49426e+12 6.34236e+12 4.56019e+12 6.14402e+12 6.35737e+12 4.69858e+12 3.68611e+12 7.60136e+12 9.87695e+12 1.99258e+13 2.23179e+13 8.90847e+12 1.18905e+13 1.08889e+13 1.10402e+13 9.42016e+12 2.00068e+13 9.78388e+12 1.70283e+13 2.00463e+13 1.96101e+13 3.71415e+13 8.72678e+12 9.74274e+12 1.81402e+13 9.77608e+12 9.12747e+12 1.372e+13
threshold=34.500000000000007 55.657530000000008 74.010000000000005 89.00500000000001 5.5000000000000009 55.212972300000011 53.145783300000012 44.410000000000004 225.45000000000002 137.05000000000004 2.5000000000000004 125.85000000000001 104.75000000000001 76.00500000000001 60.55755580000001 1.5000000000000002 55.74310830000001 125.85000000000001 21.500000000000004 1.5000000000000002 12.500000000000002 37.767735350000002 80.00500000000001 55.826364100000013 12.500000000000002 55.851332700000007 87.00500000000001 56.831297550000009 79.730000000000018 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -7 9 10 11 12 -3 14 15 16 -12 19 -19 24 21 -21 -22 -24 -15 26 28 -27 -26 -30
right_child=1 8 3 -5 5 7 -8 -9 -10 -11 13 -13 -14 17 -16 -17 -18 18 -20 20 22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=1.5358758105317301 -58496.566433189662 -2424.1863279426288 50461.504406250002 -25090.646048583985 -23765.160825376159 -58483.051752533793 43664.657489224141 -13315.060303534836 41096.869791666672 -23844.756444614955 70911.342468750008 -93108.676025390625 80175.282682291669 35576.519837577391 -13264.758711845932 82142.594906850965 -15591.958734809028 101923.6495150862 -14557.468411458334 -143936.024296875 -58987.144318181825 -15523.719972278228 130820.58981119793 -5646.2046808792375 -22890.015782752405 70926.413399621219 -70677.196621093753 -12953.351582845053 -22229.305550781253 74765.41492466518
leaf_weight=4313211 29 3740 25 20 27 37 29 61 21 140 25 24 33 106 43 52 36 29 30 20 44 31 24 118 52 33 40 24 25 35
leaf_count=4313211 29 3740 25 20 27 37 29 61 21 140 25 24 33 106 43 52 36 29 30 20 44 31 24 118 52 33 40 24 25 35
internal_value=0 -1337.48 -14421.7 16882.8 -22119.5 -15269.3 11153.9 -30368.3 -706.117 -892.738 -188.688 -2279.51 -1701.74 10161.8 31490.4 48521.1 19860.2 4716.21 42696 656.78 -14691.8 -65881.5 -655.873 17418.6 12204.7 351.098 -12870.5 35608.6 7774.79 34350.9
internal_weight=0 4953 228 45 183 154 56 98 4725 4704 4564 3797 3773 767 156 113 61 611 59 552 237 51 186 142 315 209 152 57 112 60
internal_count=4318164 4953 228 45 183 154 56 98 4725 4704 4564 3797 3773 767 156 113 61 611 59 552 237 51 186 142 315 209 152 57 112 60
is_linear=0
shrinkage=0.1


Tree=2558
num_leaves=31
num_cat=0
split_feature=3 4 1 2 5 1 1 5 0 5 1 5 5 1 2 0 1 5 1 1 1 3 1 3 0 6 1 5 1 1
split_gain=8.68579e+11 7.37804e+12 1.42027e+13 1.88008e+13 1.55004e+13 2.11349e+13 2.41642e+13 1.95373e+13 3.47988e+13 3.39554e+13 3.68052e+13 4.57762e+13 5.45598e+13 3.40852e+13 4.47737e+13 3.36668e+13 5.14718e+13 4.7295e+13 8.75256e+13 3.8003e+13 5.68826e+13 7.71015e+13 4.4435e+13 4.86092e+13 4.08757e+13 3.64004e+13 3.15978e+13 2.91219e+13 2.89062e+13 2.87742e+13
threshold=9.5000000000000018 3.5000000000000004 36.761894450000007 7.5000000000000009 177.02500000000003 37.214886200000009 37.328003200000005 120.05000000000001 55.68356880000001 87.395000000000024 37.855187800000003 112.04500000000002 91.050000000000011 37.620907050000007 2.5000000000000004 56.635684300000008 39.767857750000005 123.15000000000002 43.868031300000006 37.642309100000013 37.328003200000005 6.5000000000000009 47.208373000000009 2.5000000000000004 55.801980100000009 1.5000000000000002 37.098288800000006 161.85000000000002 37.487839250000007 60.695889550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 9 -9 -4 11 12 13 -11 -15 17 -17 18 -10 20 -19 28 23 -21 -25 -26 -14 -24 -22 -29
right_child=-2 2 3 -5 5 6 -8 8 15 10 -12 -13 26 14 -16 16 -18 19 -20 22 21 -23 27 24 25 -27 -28 29 -30 -31
leaf_value=-90.558345906962671 40.481377965446171 -2256.7534773846915 3186.9672239749457 -3945.4846165031227 66022.234451219512 -102254.81962139423 -5401.4584962206791 2129.343926706541 214690.03624366556 -57013.609013804351 -4011.9974901542832 -29269.359669794103 -58538.509375000001 121140.03343750001 -47656.673129734852 -108824.7415264423 7749.7268160792437 32546.54664388021 23067.724814890393 -100698.85291992188 86743.439806547627 -197934.52041590074 4389.4436613404278 -58295.910937500004 -55765.039673913052 73657.210998535156 34509.368189022702 28324.672254774308 -68461.188323102688 146301.65926724137
leaf_weight=1857116 2379540 12253 37138 5934 41 26 2789 5470 37 129 13660 214 38 30 33 39 1314 90 67 20 21 34 635 28 23 394 922 72 28 29
leaf_count=1857116 2379540 12253 37138 5934 41 26 2789 5470 37 129 13660 214 38 30 33 39 1314 90 67 20 21 34 635 28 23 394 922 72 28 29
internal_value=0 -49.6884 881.512 1436.75 1941.14 -5257.84 -6296.02 2281.17 6787.28 1564.11 -2446.93 13203.7 21093.7 -27568.9 32722.7 15787.2 4389.49 26221 91241 21299.6 -22519.6 -82229.8 27611.6 51810.9 58665.3 66518.8 30826.2 12322.6 -1944.92 62199.3
internal_weight=0 1.93862e+06 81508 69255 63321 2856 2815 60465 8301 52164 15026 1366 1152 192 63 2831 1353 1478 104 1374 173 83 1201 465 445 417 960 736 49 101
internal_count=4318164 1938624 81508 69255 63321 2856 2815 60465 8301 52164 15026 1366 1152 192 63 2831 1353 1478 104 1374 173 83 1201 465 445 417 960 736 49 101
is_linear=0
shrinkage=0.1


Tree=2559
num_leaves=31
num_cat=0
split_feature=3 0 1 0 1 3 2 2 4 0 6 5 5 5 3 2 5 6 1 4 3 5 5 5 2 5 1 5 1 2
split_gain=8.92719e+11 8.51556e+12 2.20787e+13 7.88132e+13 3.86245e+13 4.37501e+13 7.91065e+13 4.82623e+13 4.44572e+13 3.37576e+13 4.36936e+13 3.23005e+13 8.19351e+13 2.64362e+13 2.70919e+13 4.22526e+13 3.52424e+13 4.9916e+13 2.56866e+13 5.59362e+13 2.67689e+13 2.5629e+13 2.50252e+13 2.45767e+13 2.36128e+13 3.68618e+13 2.35028e+13 2.89083e+13 2.28712e+13 2.22947e+13
threshold=18.500000000000004 43.592450450000008 39.899261850000009 43.514103700000014 39.767857750000005 20.500000000000004 5.5000000000000009 2.5000000000000004 1.0000000180025095e-35 43.514103700000014 1.5000000000000002 89.00500000000001 71.00500000000001 49.505000000000003 24.500000000000004 11.500000000000002 63.855000000000011 1.5000000000000002 39.969502550000009 2.5000000000000004 19.500000000000004 67.990000000000023 118.33500000000002 99.555000000000021 3.5000000000000004 53.385000000000012 39.726951800000002 66.990000000000023 39.726951800000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 18 5 6 24 -7 -8 10 -6 12 26 -9 16 -16 17 -15 19 20 21 -4 29 -17 28 -26 -10 -28 -2 -21
right_child=1 -3 3 -5 9 7 8 13 11 -11 -12 -13 -14 14 15 23 -18 -19 -20 22 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=18.276359012423232 -126007.55632812501 -90.333814359118094 33770.399375000001 129905.81271063113 61389.675455729164 131198.65406901043 93417.777273637825 -31507.949084142736 -65302.967551450376 -123638.31727941177 -62726.328479003911 -99259.540376420468 112654.19492187501 -34920.986957908164 -118780.98048878205 -48149.34709821429 2546.2168945312501 80959.271990411929 -32667.105747810136 -39530.589322916669 25016.030620989121 191943.79434523813 19412.863093750002 70357.241428571433 -61740.476404747606 -225717.80472117459 11246.748743601833 -107238.71701583863 -9869.1107371794878 -180619.24363839289
leaf_weight=3717520 30 598453 20 51 39 30 39 185 108 51 104 44 48 49 39 35 436 154 165 24 175 21 25 35 26 29 145 24 39 21
leaf_count=3717520 30 598453 20 51 39 30 39 185 108 51 104 44 48 49 39 35 436 154 165 24 175 21 25 35 26 29 145 24 39 21
internal_value=0 -113.116 -6336 12077.2 -11808.7 -6361.22 -29377 6353.64 -8118.62 -53788.1 -28876.5 -18850.1 -7963.91 2339.33 10710.7 -35368.6 18570.8 52988.2 -1247.13 16879.8 42055.7 114786 -60806 11103.9 -99324.1 -148201 -28865.2 -5579.59 -60364.1 -105372
internal_weight=0 600644 2191 502 1689 1495 532 963 408 194 143 369 325 933 748 109 639 203 451 286 216 41 70 70 124 55 277 169 69 45
internal_count=4318164 600644 2191 502 1689 1495 532 963 408 194 143 369 325 933 748 109 639 203 451 286 216 41 70 70 124 55 277 169 69 45
is_linear=0
shrinkage=0.1


Tree=2560
num_leaves=31
num_cat=0
split_feature=4 2 5 0 0 0 1 0 1 5 3 0 5 1 5 5 3 3 5 1 5 0 5 0 1 1 5 1 5 5
split_gain=8.81265e+11 3.85255e+12 1.12067e+13 1.02737e+13 1.46447e+13 2.43497e+13 3.52081e+13 2.36622e+13 2.01087e+13 1.45797e+13 4.18663e+13 3.33194e+13 3.84754e+13 1.36946e+13 2.2404e+13 1.78946e+13 1.31741e+13 1.24054e+13 1.12787e+13 9.23847e+12 1.29998e+13 9.17089e+12 1.71652e+13 9.12192e+12 9.02485e+12 2.47066e+13 1.41458e+13 1.91502e+13 1.13286e+13 3.54939e+13
threshold=4.5000000000000009 1.5000000000000002 28.810000000000006 53.516665650000007 55.025681450000008 54.920670650000005 83.093115700000013 54.811549550000009 82.957885500000017 150.04500000000004 8.5000000000000018 44.039893800000009 177.02500000000003 39.739656000000004 132.05000000000004 120.05000000000001 1.5000000000000002 4.5000000000000009 132.05000000000004 83.663637000000008 116.06000000000002 45.029420750000007 99.555000000000021 45.067452850000002 30.346469350000003 30.362552800000003 120.05000000000001 30.305955500000003 150.04500000000004 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 6 7 -5 -7 13 11 17 -13 14 15 21 -6 -11 19 20 -15 22 -4 -14 26 -26 -18 -28 29 -27
right_child=1 -3 3 4 16 8 -8 -9 -10 10 -12 12 23 18 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-2.6105761420828881 -58097.655245535716 105.0429420236871 6170.0596976902179 16203.015402178697 -55509.846401515155 152107.62208426339 126434.01999289774 -95302.812417367793 32260.346484375001 97251.544838169648 -163130.64749813988 -163397.01619318183 41753.896195652174 -5279.8620008538528 96629.956977982962 -73159.564518229163 7917.0843787202384 -5866.0359375000007 -74146.138226787865 -35615.121782483555 62690.420904356055 2508.7214704241073 101541.49155273438 -45509.035281249999 110355.93400000001 9538.3822949516889 -5688.3491851806648 -126886.92883522727 33766.952860236313 -88352.354086538471
leaf_weight=4303792 28 12275 46 71 33 28 22 26 28 28 21 22 23 191 33 24 105 20 26 76 33 140 32 25 25 737 32 22 161 39
leaf_count=4303792 28 12275 46 71 33 28 22 26 28 28 21 22 23 191 33 24 105 20 26 76 33 140 32 25 25 737 32 22 161 39
internal_value=0 781.755 4742.96 5593.39 10851.6 37808 12219.2 -13685.1 92184 -3850.04 -33037 -9884.73 -53887.4 2900.35 19335.7 8795.63 6763.74 54285.9 -10963.9 -5488.06 4733.62 17818.2 45296.8 -3695.55 8596.95 12244.7 -13473.2 -55065.5 9627.03 4618.62
internal_weight=0 14372 2097 2069 1329 175 119 97 56 740 139 118 70 601 275 242 1154 48 326 300 224 218 78 48 1121 962 159 54 937 776
internal_count=4318164 14372 2097 2069 1329 175 119 97 56 740 139 118 70 601 275 242 1154 48 326 300 224 218 78 48 1121 962 159 54 937 776
is_linear=0
shrinkage=0.1


Tree=2561
num_leaves=31
num_cat=0
split_feature=2 5 4 5 5 5 2 1 5 2 0 1 5 2 6 5 1 5 0 0 1 1 5 5 5 5 3 0 5 5
split_gain=8.60927e+11 2.46168e+12 4.37523e+12 3.77703e+12 7.30904e+12 5.7755e+12 2.23305e+12 2.21348e+12 1.92762e+12 1.24611e+12 1.08206e+13 8.5678e+12 5.98774e+12 3.62866e+12 6.42213e+12 1.29261e+13 8.00269e+12 3.48917e+12 3.38649e+12 5.51163e+12 5.27163e+12 3.26149e+12 8.24819e+12 1.03884e+13 7.10287e+12 1.04975e+13 9.12939e+12 6.77671e+12 5.12085e+12 4.50253e+12
threshold=34.500000000000007 67.990000000000023 2.5000000000000004 58.305000000000007 46.405000000000008 39.995000000000012 35.500000000000007 60.628582700000003 79.010000000000005 32.500000000000007 55.87722990000001 37.620907050000007 56.505000000000003 31.500000000000004 1.5000000000000002 38.905000000000008 37.737121850000008 68.52500000000002 55.674875350000008 55.727011600000004 37.620907050000007 37.615058950000012 56.205000000000005 77.715000000000018 48.945000000000007 75.015000000000015 35.500000000000007 55.751981950000008 40.205000000000005 43.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 6 -2 8 -4 13 21 12 -12 -1 18 -16 -17 -18 -15 20 -20 24 29 27 26 -26 28 -24 -11 -23
right_child=1 2 7 -5 -6 -7 -8 -9 -10 10 11 -13 -14 14 15 16 17 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.87158655766201043 23426.028943452384 -33976.682812500003 13821.496942934784 41513.873725328951 -46506.411363636369 53346.583398437506 -18807.835685483871 29469.786666666667 -28627.411367187498 -19147.555153892779 -17179.534496670083 -2268.0708609084454 -60965.160900878909 -2233.3008400941508 47753.857421875 -68093.634839527032 -33122.144252232145 16800.458705357141 3142.396359375 10373.494971376618 59977.892690585519 -136.56424000459558 -27924.661668882982 14763.801897321429 42149.789061112839 -18815.992778577303 -48349.118869357641 -97424.354765625001 35228.048616914974 39572.515716765651
leaf_weight=4316392 21 36 23 38 22 30 31 30 20 29 61 121 64 156 26 37 28 28 25 435 47 85 47 42 110 38 36 20 43 43
leaf_count=4316392 21 36 23 38 22 30 31 30 20 29 61 121 64 156 26 37 28 28 25 435 47 85 47 42 110 38 36 20 43 43
internal_value=0 5856.44 -5446.98 14533 4674.62 18406.1 -1751.85 8622.46 -5922.18 -0.340436 -4106.34 -21236.4 -39597.8 0.362417 6811.67 -14578.8 -32005.1 -8160.84 10651 14615.4 40243.3 4441.32 -4012.05 -24228.1 12267.3 26496.4 -7231.86 -48670.8 13326.8 13203.2
internal_weight=0 251 109 142 104 82 52 73 43 4.31791e+06 739 246 125 4.31717e+06 782 119 93 56 663 507 72 493 237 109 256 148 108 67 72 128
internal_count=4318164 251 109 142 104 82 52 73 43 4317913 739 246 125 4317174 782 119 93 56 663 507 72 493 237 109 256 148 108 67 72 128
is_linear=0
shrinkage=0.1


Tree=2562
num_leaves=31
num_cat=0
split_feature=5 1 1 2 0 0 5 5 3 2 2 2 3 4 3 1 3 6 1 0 3 3 6 5 2 0 4 0 4 1
split_gain=8.55261e+11 1.18043e+13 1.46825e+13 4.94989e+13 4.35482e+13 6.60002e+13 5.49081e+13 5.46258e+13 5.39765e+13 8.06904e+13 3.74611e+13 2.77746e+13 9.4187e+13 2.66233e+13 2.5246e+13 2.18568e+13 4.32153e+13 2.24499e+13 2.11172e+13 4.11021e+13 5.23515e+13 1.89979e+14 5.88796e+13 8.45904e+13 5.8963e+13 4.75561e+13 3.81711e+13 3.57383e+13 5.78787e+13 4.28363e+13
threshold=112.04500000000002 47.208373000000009 43.94115175000001 1.5000000000000002 56.338501050000012 56.320495600000008 123.15000000000002 118.33500000000002 7.5000000000000009 4.5000000000000009 2.5000000000000004 15.500000000000002 18.500000000000004 3.5000000000000004 4.5000000000000009 43.868031300000006 12.500000000000002 1.5000000000000002 45.148007750000012 56.301440000000007 9.5000000000000018 8.5000000000000018 1.5000000000000002 116.06000000000002 5.5000000000000009 43.056445700000005 3.5000000000000004 56.143542450000005 4.5000000000000009 46.037218400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 -4 5 11 7 -7 10 -10 -8 18 13 -13 -12 -2 -17 -18 19 25 21 -21 -22 -24 -25 -5 -23 28 29 -20
right_child=1 -3 3 4 -6 6 8 -9 9 -11 14 12 -14 -15 -16 16 17 -19 27 20 22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=5.6809315277648489 478.61107402089812 -1711.1899458015769 -31366.171500373297 14669.810377390981 -102228.90849905304 14009.280036569149 134597.20500000002 146282.62761256722 -152047.8222022804 47299.712647569453 -50219.021423733619 243277.80979959239 -27654.361617542614 85521.632968750011 57494.636725438788 -86628.120911968188 -25752.805851063833 84971.419908854179 20822.646410441852 3078.296322770133 110690.91968749999 122793.30555964544 96536.130691964296 -229654.95480769232 -54594.89790962838 -29092.877904831555 262453.73136160715 63094.702406482822 128040.07080357143 -51913.330757991411
leaf_weight=4248930 32969 33144 293 397 33 47 45 93 37 45 31 23 55 20 73 83 47 30 212 331 25 65 28 26 74 663 28 151 35 131
leaf_count=4248930 32969 33144 293 397 33 47 45 93 37 45 31 23 55 20 73 83 47 30 212 331 25 65 28 26 74 663 28 151 35 131
internal_value=0 -348.642 902.682 7649.39 11934.1 13363.8 52459.9 101877 22510.4 -42649.8 58370.4 6957.18 59028.9 169903 25387.7 299.676 -36571.1 17386.5 4601.21 -1011.76 20465.2 38559.4 -29678.2 -57094.1 -100111 -12702.5 164842 21970.6 5542.74 -6956.98
internal_weight=0 69234 36090 2961 2668 2635 371 140 231 82 149 2264 98 43 104 33129 160 77 2166 1637 577 424 153 128 100 1060 93 529 378 343
internal_count=4318164 69234 36090 2961 2668 2635 371 140 231 82 149 2264 98 43 104 33129 160 77 2166 1637 577 424 153 128 100 1060 93 529 378 343
is_linear=0
shrinkage=0.1


Tree=2563
num_leaves=31
num_cat=0
split_feature=5 3 1 1 4 0 1 1 0 2 6 1 0 1 3 0 1 0 0 0 3 2 2 3 4 0 1 1 4 3
split_gain=9.7143e+11 3.71586e+12 3.57435e+12 1.06928e+13 3.41633e+12 9.61977e+12 1.47719e+13 3.32557e+13 3.132e+13 2.37106e+13 1.53813e+13 1.93311e+13 1.74351e+13 2.5867e+13 1.41641e+13 1.35435e+13 1.28225e+13 9.67133e+12 1.73249e+13 1.33265e+13 2.18292e+13 3.08738e+13 2.08586e+13 1.66629e+13 1.11366e+13 1.14303e+13 1.8983e+13 1.52093e+13 1.56727e+13 1.15107e+13
threshold=225.45000000000002 27.500000000000004 114.17164950000002 113.46563545000002 3.5000000000000004 45.03656895000001 45.148007750000012 47.473138800000008 43.465905150000005 3.5000000000000004 1.5000000000000002 40.810045900000013 45.005863250000004 38.969379750000009 2.5000000000000004 45.047272400000004 65.480823400000006 55.91302515000001 55.793358600000012 56.831297550000009 7.5000000000000009 8.5000000000000018 2.5000000000000004 4.5000000000000009 5.5000000000000009 57.60800230000001 65.480823400000006 39.863684800000009 4.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6 -9 -10 12 -12 -14 16 -16 -7 18 -17 20 22 -22 -19 -24 25 26 -21 28 -27 -28
right_child=1 -3 -4 -5 5 14 7 9 10 -11 11 -13 13 -15 15 17 -18 19 -20 24 21 -23 23 -25 -26 27 29 -29 -30 -31
leaf_value=-1.4908282679330742 4704.6423755043843 -33560.963606770834 -26275.515815972223 70055.157065217398 89609.533952872982 -11201.62904513889 -144359.77766203703 -85261.760546875012 59579.961277173919 45369.305208333331 20798.578778969371 -88882.533847656261 -97758.562797619059 21582.341015625003 55890.230712890625 4330.5071329417833 -101712.2734700521 -73830.975529233867 83810.259542410728 97978.314914772738 -158625.19464285715 -12619.721217447917 92169.540592447913 -11415.751846590909 55476.849268973216 -8292.2266113281257 -51312.22265625 17793.934130859376 -125476.96161132814 23804.226501225494
leaf_weight=4313902 1971 30 45 23 31 45 27 24 23 33 82 40 42 32 48 1337 24 31 28 22 28 30 24 44 35 21 34 32 25 51
leaf_count=4313902 1971 30 45 23 31 45 27 24 23 33 82 40 42 32 48 1337 24 31 28 22 28 30 24 44 35 21 34 32 25 51
internal_value=0 1508.98 1757.59 2058.88 1683.3 -1032.19 -16657.5 -52938.2 -4467.23 -9633.25 -17784 -26862.5 -10959.9 -46151.7 1775.16 3488.93 -42683.6 2045.04 5960.86 -12133 -34389.1 -83105.1 -5848.33 25143.8 3749.81 -6036.39 15186.2 -35149.4 -71979.6 -6242.35
internal_weight=0 4262 4232 4187 4164 2193 334 84 250 57 219 196 156 74 1859 1790 69 1742 1365 377 157 58 99 68 220 185 107 78 46 85
internal_count=4318164 4262 4232 4187 4164 2193 334 84 250 57 219 196 156 74 1859 1790 69 1742 1365 377 157 58 99 68 220 185 107 78 46 85
is_linear=0
shrinkage=0.1


Tree=2564
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 6 3 3 1 3 0 5 1 5 1 5 6 3 3 3 3 0 3 5 4 5 0 0 1
split_gain=8.41917e+11 1.0464e+13 3.04596e+13 3.35433e+13 2.43396e+13 5.40296e+13 3.54062e+13 4.90037e+13 6.44204e+13 8.13637e+13 4.66415e+13 3.35775e+13 2.9925e+13 5.46145e+13 3.13304e+13 2.84581e+13 3.64437e+13 3.23193e+13 3.57734e+13 5.67948e+13 2.87358e+13 2.62887e+13 6.45841e+13 3.37958e+13 2.48459e+13 7.80173e+13 3.16891e+13 2.27117e+13 2.60448e+13 2.2573e+13
threshold=54.811549550000009 54.947737500000009 37.39371280000001 54.940316550000006 83.053286850000021 54.864040150000001 1.5000000000000002 9.5000000000000018 14.500000000000002 83.093115700000013 6.5000000000000009 54.864040150000001 80.00500000000001 83.093115700000013 102.01000000000001 83.140147550000009 70.50500000000001 1.5000000000000002 9.5000000000000018 6.5000000000000009 12.500000000000002 11.500000000000002 54.934662400000008 16.500000000000004 132.05000000000004 4.5000000000000009 95.020000000000024 54.943649450000002 54.943968150000011 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 15 21 10 -9 -10 24 29 -12 14 -14 16 -6 -18 19 -19 -20 22 -7 -23 26 -26 -8 -5 -29 -4
right_child=1 -3 4 27 5 6 7 8 9 -11 12 -13 13 -15 -16 -17 17 18 20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=68.188143745289381 -15250.018371424505 26.121778572328033 -70094.895789930553 47265.667386744972 15639.292053894149 -97771.167114257812 -5607.9138129324128 -29105.852054241797 110074.33516159058 -3953.8118818112157 10161.62147565552 -462.08584617562474 190600.39191176472 20377.922462022572 53819.902130681825 -42118.051834909544 -63246.159726562502 68588.210394918511 198217.49475097656 -106659.95481178978 67978.927875434034 56033.356096702395 18300.533674661528 12870.446611479965 161929.95598144532 -73839.745937500003 -67078.748011363641 -32926.291152033729 37059.427216903023 -5312.7191859248233
leaf_weight=1275761 2441 2798789 54 149 1898 64 1784 1187 64 2812 2521 214977 34 225 33 76 20 116 32 22 36 258 191 611 32 25 88 126 92 13646
leaf_count=1275761 2441 2798789 54 149 1898 64 1784 1187 64 2812 2521 214977 34 225 33 76 20 116 32 22 36 258 191 611 32 25 88 126 92 13646
internal_value=0 -28.5931 -657.192 -11012.1 -536.445 3828.93 687.255 -1446.31 -9505.79 -1416.33 5459.15 -767.984 13671.9 43977.7 123231 18007.9 20159.3 58119.4 69902.5 40650.1 129268 17400.8 -10831.2 25685.2 -6517.2 58522.2 -8497.57 17175.3 -3391.03 -5568.06
internal_weight=0 3.0424e+06 243614 2808 240806 12129 9929 8805 4063 2876 4742 228677 2813 292 67 2200 2124 226 206 138 68 1124 255 869 1929 57 1872 367 218 13700
internal_count=4318164 3042403 243614 2808 240806 12129 9929 8805 4063 2876 4742 228677 2813 292 67 2200 2124 226 206 138 68 1124 255 869 1929 57 1872 367 218 13700
is_linear=0
shrinkage=0.1


Tree=2565
num_leaves=31
num_cat=0
split_feature=1 5 0 0 3 1 5 1 0 0 5 0 5 5 0 0 5 1 2 2 1 1 4 0 0 2 4 3 5 2
split_gain=9.53237e+11 6.04817e+12 1.12569e+13 5.77751e+13 2.52746e+13 2.30199e+13 1.59995e+13 1.21173e+13 3.38548e+13 5.7925e+13 3.09859e+13 2.99843e+13 2.45711e+13 2.09129e+13 1.96787e+13 1.34079e+13 1.92135e+13 1.97926e+13 1.20856e+13 1.92117e+13 2.61527e+13 1.87504e+13 1.62991e+13 1.33844e+13 2.25909e+13 2.19322e+13 2.10458e+13 1.9605e+13 3.08229e+13 4.38913e+13
threshold=83.000022850000008 59.005000000000003 56.501468900000013 56.301440000000007 13.500000000000002 86.192907650000009 69.610000000000014 91.910414550000013 55.455204450000004 55.416472000000006 80.00500000000001 56.24640500000001 112.04500000000002 76.00500000000001 56.24640500000001 53.242949050000007 120.05000000000001 84.920232800000022 4.5000000000000009 3.5000000000000004 83.006817700000013 83.001749100000012 3.5000000000000004 55.014170500000006 55.013931500000005 1.5000000000000002 4.5000000000000009 6.5000000000000009 118.33500000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 8 9 15 -11 13 -13 -10 -9 16 17 -3 19 23 22 -20 -21 24 27 -26 -25 -17 -29 -30
right_child=1 2 -4 4 -6 -7 -8 14 11 10 -12 12 -14 -15 -16 18 -18 -19 21 20 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=17.673048903234896 94.703949346054003 -40012.135688890732 -5486.0772134406634 30528.168717698318 -11744.865124841639 18768.372619986185 78685.607232541457 1272.0190600480166 -17318.459545481277 31305.086831341912 135475.24243731832 14086.994933949705 -83079.234681919654 -50600.512892717641 -17266.70670476435 3528.8826505678539 -67092.316515887229 -4514.9332112167058 -8602.3866034897601 -3248.6918249668997 6142.1016033639735 -1390.9839114813306 -33245.677045873905 -2388.0990539605546 9922.4227305651366 -8633.9783933283325 -94190.577625000005 -2435.44369488128 -6778.6736371527777 -101785.94115953948
leaf_weight=3782924 375130 168 4653 130 148 410 147 35380 823 85 43 369 28 245 582 7072 54 2416 3870 2018 9326 52762 199 22430 4073 755 25 11688 135 76
leaf_count=3782924 375130 168 4653 130 148 410 147 35380 823 85 43 369 28 245 582 7072 54 2416 3870 2018 9326 52762 199 22430 4073 755 25 11688 135 76
internal_value=0 -124.908 -639.448 -494.383 25739.2 33814.4 56084.6 -636.052 -1123.4 -934.546 66299.7 -16230.9 7233.96 -24953.4 971.993 -1008.06 -8056.52 -6822.8 -845.567 171.721 3821.32 -1883.78 -5941.25 -739.061 913.287 7020.58 -2490.31 -640.982 -3119.28 -40999.3
internal_weight=0 535240 160110 155457 835 687 277 154622 118660 117195 128 1465 397 1068 35962 117067 2638 2584 114429 57797 11543 56632 2217 46254 23799 4828 22455 18971 11899 211
internal_count=4318164 535240 160110 155457 835 687 277 154622 118660 117195 128 1465 397 1068 35962 117067 2638 2584 114429 57797 11543 56632 2217 46254 23799 4828 22455 18971 11899 211
is_linear=0
shrinkage=0.1


Tree=2566
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 1 3 1 0 0 1 0 0 0 0 1 1 0 2 0 0 0 2 1 0 1 2 5 1 1
split_gain=9.14733e+11 7.21063e+12 4.30464e+13 4.14095e+13 5.64272e+13 4.615e+13 4.55501e+13 4.62477e+13 3.65628e+13 5.04738e+13 4.75866e+13 3.4959e+13 9.57262e+13 5.61284e+13 4.78216e+13 3.42906e+13 6.18938e+13 5.30468e+13 6.20025e+13 6.02359e+13 5.19603e+13 9.93795e+13 5.34032e+13 5.02244e+13 4.88592e+13 1.92734e+14 1.39277e+14 4.87243e+13 4.39471e+13 4.3079e+13
threshold=9.5000000000000018 1.5000000000000002 59.025000000000013 42.205000000000005 39.969502550000009 39.925119750000007 3.5000000000000004 45.148007750000012 55.762622900000004 55.793358600000012 49.148175700000003 59.932719750000011 59.982527000000012 59.820733200000006 60.003414000000006 30.160599000000001 30.278357500000002 59.896318000000008 1.5000000000000002 59.939091550000008 56.320495600000008 56.24640500000001 1.5000000000000002 30.102666750000001 56.338501050000012 43.94115175000001 3.5000000000000004 70.50500000000001 30.226173900000003 65.480823400000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 -6 -8 -9 10 -10 13 -13 -5 -14 23 17 -17 -19 -20 21 -18 -23 -4 25 -22 -27 29 -21 -26
right_child=-2 -3 15 4 6 -7 7 8 9 -11 -12 12 14 -15 -16 16 20 18 19 28 24 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=31.399583234018571 41.543010617245308 -194.37148921298518 1461.904058261593 653.68136728474394 -5818.3936183417454 -27280.544257272224 15653.573321995547 1390.0692669497982 81988.141752684198 8063.6385423931952 17849.859412479691 22170.115556978366 -45490.938701171879 -16006.861991076012 -1085.748274100149 -154814.9725761218 -8444.8443521060271 90782.637436655408 97399.214062500003 52461.452008928572 -97949.576482371805 16141.306610576923 -98100.823283894861 73535.008851498467 -18960.629209713235 73192.039693509621 387865.78224431816 22345.899335324895 -64987.527147199609 36245.477122279575
leaf_weight=610976 2379540 1248542 466 35026 2943 601 5290 11438 179 8832 327 2371 305 2146 1184 39 5166 37 28 35 39 52 192 122 891 39 22 813 355 168
leaf_count=610976 2379540 1248542 466 35026 2943 601 5290 11438 179 8832 327 2371 305 2146 1184 39 5166 37 28 35 39 52 192 122 891 39 22 813 355 168
internal_value=0 -50.9915 208.421 296.432 2588.67 229.496 5974.5 7305.99 5180.52 9823.39 40539.1 632.438 9690.44 -308.159 -10181.5 -6879.2 -8618.35 -42886.8 -33292.9 -44275.7 -6325.12 -11390.4 -73754.1 16415.8 7571.01 75675 186681 3932.98 -54447.2 -10202.7
internal_weight=0 1.93862e+06 690082 681618 70642 41633 29009 26066 20776 9338 506 41032 3860 37172 1489 8464 7876 494 455 418 7382 5410 244 588 1972 100 61 1872 390 1059
internal_count=4318164 1938624 690082 681618 70642 41633 29009 26066 20776 9338 506 41032 3860 37172 1489 8464 7876 494 455 418 7382 5410 244 588 1972 100 61 1872 390 1059
is_linear=0
shrinkage=0.1


Tree=2567
num_leaves=31
num_cat=0
split_feature=3 5 3 4 1 1 0 4 1 0 6 5 5 1 0 1 1 5 0 0 5 3 4 1 2 1 0 0 4 0
split_gain=1.00043e+12 5.911e+12 1.78958e+13 2.86748e+13 9.71061e+13 1.31353e+14 1.00672e+14 1.39636e+14 8.9889e+13 8.8778e+13 8.79786e+13 6.89664e+13 6.34615e+13 1.16247e+14 7.75825e+13 4.68543e+13 7.25714e+13 5.98227e+13 5.11474e+13 6.6973e+13 8.62603e+13 6.89466e+13 1.22161e+14 1.35283e+14 6.46602e+13 6.48734e+13 5.40329e+13 4.77912e+13 4.76656e+13 5.13872e+13
threshold=10.500000000000002 60.005000000000003 7.5000000000000009 2.5000000000000004 82.958618050000013 82.837870700000011 54.978840000000005 1.0000000180025095e-35 65.58467570000002 53.340367100000002 1.5000000000000002 68.00500000000001 76.730000000000018 82.940215400000014 55.020029900000004 50.388877400000005 65.520339550000017 66.990000000000023 59.990816400000007 59.950068600000009 75.015000000000015 8.5000000000000018 1.5000000000000002 30.323743050000001 6.5000000000000009 30.305955500000003 60.003414000000006 43.592450450000008 1.5000000000000002 47.222459950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -7 -8 10 -6 -4 -10 -9 -14 -15 18 17 -17 19 27 21 22 -21 -24 -23 -26 -20 -12 29 -29
right_child=-2 2 3 -5 9 6 7 12 11 -11 15 -13 13 14 -16 16 -18 -19 26 20 -22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=-49.137052320990357 -61.823490567474451 -338.21060930919168 -913.65734242538565 161.7732227200573 23016.693688602259 1940.6607105780085 -5120.5888182241179 56057.076656969744 -3078.8538610857795 -2434.2422205752177 -5519.0778700345581 -36997.318392094065 -5146.0490638950896 222586.33414634145 8868.8677128232757 4422.5917798859309 17677.038152163146 -12931.328296544852 -82006.626463448672 -74897.044414893622 -1581.6441916156762 51744.116618424079 109293.36716431542 -121730.68469061084 197732.58903745993 63023.964035866484 -6157.4380471218838 27416.721091496394 10024.784122596857 -17292.626420193803
leaf_weight=2004566 1629650 271987 25271 288688 1414 1744 722 1540 1700 44612 2411 926 420 41 29 4173 1952 3791 105 94 429 248 139 31 78 66 890 325 28892 1230
leaf_count=2004566 1629650 271987 25271 288688 1414 1744 722 1540 1700 44612 2411 926 420 41 29 4173 1952 3791 105 94 429 248 139 31 78 66 890 325 28892 1230
internal_value=0 37.4745 291.322 706.955 1983.69 4150.15 20737.8 32650 3125.04 -1652.34 3805.25 -15039.4 46083.6 14738.6 134046 6463.91 397.175 -3838.17 8185.75 8840.84 33285.3 56087 16582.6 67165.5 82692 135991 -14161.6 8033.66 9106.86 -7948.23
internal_weight=0 2.68851e+06 683948 411961 123273 77247 4496 2752 72751 46026 70125 2626 2030 490 70 44854 9916 7964 34938 33943 1085 656 264 170 392 144 995 32858 30447 1555
internal_count=4318164 2688514 683948 411961 123273 77247 4496 2752 72751 46026 70125 2626 2030 490 70 44854 9916 7964 34938 33943 1085 656 264 170 392 144 995 32858 30447 1555
is_linear=0
shrinkage=0.1


Tree=2568
num_leaves=31
num_cat=0
split_feature=3 1 1 5 4 5 5 0 1 5 0 0 1 5 0 5 4 5 1 0 5 5 0 2 0 5 5 0 5 4
split_gain=1.10421e+12 6.82946e+12 2.65131e+13 4.6878e+13 1.58739e+13 4.5723e+13 2.58834e+13 3.61092e+13 1.69679e+13 1.6371e+13 1.54264e+13 4.36261e+13 1.40697e+13 4.00893e+13 4.80486e+13 7.37013e+13 1.92019e+13 1.63804e+13 1.39611e+13 2.27117e+13 1.34324e+13 3.46656e+13 2.00304e+13 2.55965e+13 1.95349e+13 1.90943e+13 2.05581e+13 2.78143e+13 1.98094e+13 2.55913e+13
threshold=3.5000000000000004 30.388336800000001 30.362552800000003 74.010000000000005 3.5000000000000004 114.05000000000001 161.85000000000002 59.982527000000012 30.102666750000001 125.85000000000001 59.950068600000009 59.939091550000008 30.502469200000004 59.245000000000012 59.863160500000006 90.015000000000015 3.5000000000000004 56.835000000000008 30.425002000000003 59.950068600000009 92.035000000000011 80.815000000000012 60.029906750000002 2.5000000000000004 59.939091550000008 95.020000000000024 112.04500000000002 59.820733200000006 116.06000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 20 -8 -7 -10 11 -4 13 17 15 -15 -17 -3 19 -16 21 -6 23 25 -25 -22 27 -27 -28 -30
right_child=-2 12 3 -5 6 8 7 -9 9 -11 -12 -13 -14 14 18 16 -18 -19 -20 -21 22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-2061.5870415285867 -12.37819707173478 1511.0481436346884 -12360.466459185163 -96901.384170160061 77976.521140894401 -123987.06595394737 -152893.38244047618 23410.29806189904 -79293.398150111607 32389.760714285716 -53568.13147583008 148544.077265625 239.38242018594667 102630.43668599943 -31367.774160879631 44146.326549030171 -61148.125290697673 -65883.313795230264 -33411.448610953397 100906.236234375 127071.22275815217 -54826.095286885247 112367.55524553571 10601.139208984376 -91698.078404017855 -93155.459201388891 131281.61250000002 35774.849547230115 6374.3055409307071 100580.627171689
leaf_weight=5390 4074053 708 107 82 29 38 21 26 35 21 48 20 236747 164 27 29 43 38 86 25 23 61 28 56 28 27 26 44 92 42
leaf_count=5390 4074053 708 107 82 29 38 21 26 35 21 48 20 236747 164 27 29 43 38 86 25 23 61 28 56 28 27 26 44 92 42
internal_value=0 206.584 -3058.06 -34509.2 -1707.97 -3267.42 15294.1 -55363.7 -72410.6 -37412.2 -5274.05 12978.8 292.281 11474 38194.1 65602.8 -18737.9 -1921.91 -8678.69 32225.5 22576.8 -12034.1 31087.7 24354.4 -23498.6 40179.8 31528.3 -13255 51400.9 35901.7
internal_weight=0 244111 6244 257 5987 5484 503 47 94 56 175 127 237867 1120 374 236 72 746 138 52 456 90 366 338 84 254 231 71 160 134
internal_count=4318164 244111 6244 257 5987 5484 503 47 94 56 175 127 237867 1120 374 236 72 746 138 52 456 90 366 338 84 254 231 71 160 134
is_linear=0
shrinkage=0.1


Tree=2569
num_leaves=31
num_cat=0
split_feature=5 3 3 4 2 1 2 1 3 2 1 0 0 1 1 4 4 0 0 1 3 0 0 0 1 1 1 2 2 1
split_gain=9.0928e+11 3.26922e+12 3.90053e+12 5.85224e+12 4.76254e+12 1.04892e+13 6.74202e+12 5.73047e+12 3.14475e+12 1.82917e+13 6.26969e+13 2.60864e+13 3.22633e+13 1.84046e+13 9.78157e+12 1.70267e+13 1.53605e+13 5.37785e+13 4.15719e+13 2.03881e+13 1.30191e+13 1.11371e+13 1.47801e+13 8.58382e+12 8.36929e+12 1.81385e+13 2.42237e+13 2.15798e+13 2.67673e+13 2.46541e+13
threshold=225.45000000000002 32.500000000000007 24.500000000000004 3.5000000000000004 17.500000000000004 39.071052600000009 19.500000000000004 38.950530550000003 3.5000000000000004 2.5000000000000004 39.863684800000009 54.920670650000005 55.842510000000011 86.067573200000012 61.365473900000005 3.5000000000000004 4.5000000000000009 55.619594000000006 53.37994195000001 39.969502550000009 1.5000000000000002 45.133160800000006 44.893607100000004 43.592450450000008 39.863684800000009 43.94115175000001 44.005491150000005 1.5000000000000002 2.5000000000000004 43.048525950000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 -6 -8 9 13 -11 -12 -13 14 16 -16 20 18 19 -18 -2 22 23 -22 -10 27 -27 -26 -29 -30
right_child=1 -3 3 -5 5 -7 7 -9 24 10 11 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-1.4423519881651343 28783.014481941602 37515.663718750002 8656.2346737132357 -48104.867913661859 84784.155937500007 -29343.638030133927 -18600.990066964288 49990.679660560345 -7429.7911003334448 134092.76854672641 70329.313459578814 -155591.88681640624 13347.865369591347 59120.968914145618 4954.8367578124999 -90551.349296875007 104230.94914772728 -63581.238724662166 207390.15171875001 -29044.578308105469 -66208.028062500001 -8862.766993431529 -129587.92109375 20516.013169642858 -43272.927879464289 -93817.976620370377 1507.3876651925357 111825.09361373547 733.62652667936732 91200.951093750016
leaf_weight=4313902 61 25 34 39 25 28 21 29 1067 46 23 20 26 47 40 35 22 37 20 24 25 157 20 21 35 27 2103 43 122 40
leaf_count=4313902 61 25 34 39 25 28 21 29 1067 46 23 20 26 47 40 35 22 37 20 24 25 157 20 21 35 27 2103 43 122 40
internal_value=0 1459.92 1247.17 -21668.2 1648.91 22884.4 42382.8 21182.2 1110.31 7641.23 43661.3 -16626.4 -60104.2 -496.903 -6561.92 -39614.7 -156.344 32925.3 87027.5 34695.9 -12154.3 -23352.4 -57820 -26616.6 -75.4056 3235.62 299.038 29297.8 41687.9 23071.2
internal_weight=0 4262 4237 73 4164 103 75 50 4061 624 115 69 46 509 462 75 387 103 66 46 284 223 66 46 3437 2370 2130 240 205 162
internal_count=4318164 4262 4237 73 4164 103 75 50 4061 624 115 69 46 509 462 75 387 103 66 46 284 223 66 46 3437 2370 2130 240 205 162
is_linear=0
shrinkage=0.1


Tree=2570
num_leaves=31
num_cat=0
split_feature=3 1 1 5 1 0 0 5 0 0 5 5 1 0 0 0 3 0 5 1 5 0 0 0 4 0 6 1 1 5
split_gain=8.77162e+11 6.66106e+12 3.27481e+13 4.50557e+13 1.80388e+13 1.89222e+13 1.65781e+13 2.72905e+13 2.06169e+13 1.60684e+13 2.97118e+13 1.66832e+13 1.60063e+13 1.90367e+13 2.15579e+13 4.81494e+13 3.92359e+13 4.01537e+13 1.65279e+13 1.64159e+13 2.03183e+13 1.44206e+13 3.83235e+13 2.35396e+13 2.19666e+13 2.93779e+13 2.70955e+13 2.62112e+13 4.50933e+13 3.22575e+13
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 125.85000000000001 37.971176850000006 56.054485600000007 45.022371150000005 79.730000000000018 54.811549550000009 55.701368300000006 150.04500000000004 77.00500000000001 38.92948375000001 55.745923000000012 55.91302515000001 56.301440000000007 2.5000000000000004 56.895161300000005 88.015000000000015 38.233559750000005 92.035000000000011 55.56564190000001 55.535913550000011 59.853570100000006 3.5000000000000004 55.551692500000009 1.5000000000000002 37.559851850000008 37.342273500000012 43.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 21 9 -4 8 -8 10 -6 -11 13 -3 19 -16 -17 18 -18 -15 -21 22 -1 -23 25 27 -27 28 -24 -30
right_child=-2 12 3 -5 5 -7 7 -9 -10 11 -12 -13 -14 14 15 16 17 -19 -20 20 -22 23 24 -25 -26 26 -28 -29 29 -31
leaf_value=263.54503761861577 -11.032419506325045 1111.2442621139887 -2426.7894770519993 108930.99341517857 3205.3740904988035 -35003.105949321551 -63417.243051970116 -132115.99348958334 -17929.404124367848 29471.863651873122 103769.64505208335 -61519.187699962808 129.01114966377358 35160.544699859624 -28310.595013529703 -3910.5431289642638 27441.466895633646 -255.39909986026771 75409.998750500803 13527.713782815135 -77362.672187500008 -5685.532203540869 20655.956901431513 1509.2900559900922 -70070.332812499997 77468.430781250005 -19665.69747543335 -10821.218108865491 53292.130678824491 143347.60028505066
leaf_weight=13479 4074053 12905 401 28 1420 95 115 24 746 498 30 21 189171 384 419 1515 908 687 78 1519 25 11513 167 7516 23 35 160 69 86 74
leaf_count=13479 4074053 12905 401 28 1420 95 115 24 746 498 30 21 189171 384 419 1515 908 687 78 1519 25 11513 167 7516 23 35 160 69 86 74
internal_value=0 184.124 -1061.7 -16561.8 -482.859 8587.46 -19294.1 -26936.8 -24005 10690.6 5286.01 25790.1 403.152 3215.49 8121.58 3558.85 7747.46 18304.5 31236.1 16657.8 12056 -1048.08 1376.52 -2843.75 25809.4 29540.8 -2231.37 45186.2 57004.3 94942.8
internal_weight=0 244111 36500 1314 35186 2064 1286 885 861 1969 1450 519 207611 18440 5535 3607 3188 1673 986 1928 1544 33122 14093 19029 614 591 195 396 327 160
internal_count=4318164 244111 36500 1314 35186 2064 1286 885 861 1969 1450 519 207611 18440 5535 3607 3188 1673 986 1928 1544 33122 14093 19029 614 591 195 396 327 160
is_linear=0
shrinkage=0.1


Tree=2571
num_leaves=31
num_cat=0
split_feature=3 6 2 4 1 4 5 5 0 0 5 0 0 3 4 2 0 1 3 0 3 0 1 1 1 0 0 0 5 3
split_gain=9.22576e+11 7.56819e+12 3.60794e+13 2.83409e+13 7.65118e+13 2.65717e+13 4.83956e+13 4.46351e+13 3.31057e+13 5.34719e+13 5.47651e+13 3.24263e+13 4.08424e+13 4.3897e+13 3.67629e+13 3.21555e+13 8.84232e+13 7.17866e+13 6.8154e+13 4.73222e+13 4.05907e+13 4.10595e+13 4.08559e+13 1.25098e+14 3.84972e+13 3.78848e+13 3.68366e+13 3.61459e+13 3.48747e+13 3.11962e+13
threshold=9.5000000000000018 1.5000000000000002 5.5000000000000009 4.5000000000000009 47.473138800000008 2.5000000000000004 56.205000000000005 62.710000000000008 54.708501450000007 58.000519000000004 74.610000000000014 59.896318000000008 58.000519000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 59.916647550000008 30.315880100000005 7.5000000000000009 59.950068600000009 6.5000000000000009 59.990816400000007 30.305955500000003 30.346469350000003 91.910414550000013 60.693675950000006 59.916647550000008 59.982527000000012 96.015000000000015 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 11 -8 -7 10 -10 12 13 -1 -14 16 -9 18 -18 -20 22 27 -17 26 -25 -23 -24 -22 29 -28
right_child=-2 -3 3 4 -6 8 7 15 9 -11 -12 -13 14 -15 -16 20 17 -19 19 -21 21 25 23 24 -26 -27 28 -29 -30 -31
leaf_value=-2359.4859670251922 41.720724211096964 9.2107216210688065 1849.6292487438013 -8380.0247386663741 167435.23853310035 7808.7016737943986 -10257.169879752659 2964.6236688444797 7391.2989330996834 9618.9514653789502 -8484.2680306489183 -8168.0569476238525 3771.1519031652369 3626.7722141596696 24286.695624777862 26577.891290169602 56551.839540816334 5846.6370733963813 331552.6244318182 121684.80617559525 -8721.3616271896863 -119728.11004638672 33067.191687500002 2321.9373477039017 -91565.287422318899 -8142.5071709994609 -76538.021195845169 83218.677252906986 23507.490476190476 -170519.41251655191
leaf_weight=50225 2379540 1772842 38171 71 38 6296 12099 2662 2954 3675 8218 5581 3704 16201 1143 591 49 76 22 21 7700 64 25 5883 44 58 88 43 21 59
leaf_count=50225 2379540 1772842 38171 71 38 6296 12099 2662 2954 3675 8218 5581 3704 16201 1143 591 49 76 22 21 7700 64 25 5883 44 58 88 43 21 59
internal_value=0 -51.2096 -697.333 1995.03 52913.4 -1505.66 -2149.31 -5592.03 1732.18 -844.627 -4286.59 -827.618 -252.828 -899.465 8609.04 -2349.26 7405.21 77767.4 137180 229059 -4243.14 -9117.73 1469.67 -954.995 1624.95 -66679.2 -80184.7 -8210.78 -97037.7 -114258
internal_weight=0 1.93862e+06 165782 38280 109 127502 106359 29505 21143 14847 11172 76854 71273 66426 4847 17406 2830 168 92 43 14576 7865 6711 6120 5927 122 193 7743 168 147
internal_count=4318164 1938624 165782 38280 109 127502 106359 29505 21143 14847 11172 76854 71273 66426 4847 17406 2830 168 92 43 14576 7865 6711 6120 5927 122 193 7743 168 147
is_linear=0
shrinkage=0.1


Tree=2572
num_leaves=31
num_cat=0
split_feature=3 3 1 1 2 1 3 5 0 5 0 0 0 0 0 5 0 3 6 3 5 1 5 5 5 2 5 5 0 2
split_gain=8.59287e+11 5.43618e+12 2.78686e+13 5.62726e+13 5.71439e+13 4.80127e+13 1.043e+14 9.74155e+13 5.26918e+13 4.15365e+13 3.96994e+13 4.78263e+13 7.13667e+13 1.92808e+14 6.53234e+13 4.92005e+13 7.37552e+13 6.91615e+13 4.94979e+13 4.71033e+13 5.12863e+13 4.32323e+13 4.16003e+13 3.76704e+13 3.6434e+13 3.63809e+13 3.56735e+13 5.54796e+13 3.97243e+13 4.35094e+13
threshold=10.500000000000002 14.500000000000002 30.362552800000003 30.434657650000002 9.5000000000000018 30.451272450000005 12.500000000000002 66.990000000000023 60.003414000000006 30.990000000000006 59.755965500000009 59.963407450000012 59.932719750000011 59.950068600000009 60.017447350000005 85.020000000000024 59.904813200000007 12.500000000000002 1.5000000000000002 11.500000000000002 80.815000000000012 30.410108300000001 65.50500000000001 58.995000000000012 63.455000000000005 6.5000000000000009 70.00500000000001 57.995000000000012 59.863160500000006 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 10 6 23 8 9 -8 -4 12 15 -14 -13 19 18 -18 -17 22 -21 -15 24 -5 -12 -20 27 -2 -29 -30
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 11 14 13 21 -16 16 17 -19 25 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=34.730453530771491 1339.8448558610301 34.072409986691099 -54149.859432822785 -1650.4326704252135 -19915.456031349659 -641.08038702494582 -36624.541415039064 84053.266965452713 -37053.774329157546 30945.530811903212 18278.571613699332 -24805.490283377014 102607.75570168106 11845.777584960191 1957.4264820086742 -36148.541168115495 -155132.44097250406 53584.490625000006 11117.764565972224 -7357.9014101666589 153517.26125000001 -57856.162557242686 77208.232085207128 -51397.191044623367 -91118.052734375 165721.82730978262 -3084.8399270881482 -3432.2898222121694 8921.9815839038674 27316.565471979426
leaf_weight=2688514 29265 1303445 152 454 2881 264748 100 263 157 1008 626 1766 257 654 1886 188 77 20 45 2158 20 103 119 229 32 23 11426 1530 4156 1862
leaf_count=2688514 29265 1303445 152 454 2881 264748 100 263 157 1008 626 1766 257 654 1886 188 77 20 45 2158 20 103 119 229 32 23 11426 1530 4156 1862
internal_value=0 -57.2965 -422.387 -807.436 -7814.57 -518.525 14156.5 28677.5 17164.6 24847.1 -3524.31 -2559.29 4559.69 27769.4 -10984.3 -2554.76 -37840 -112098 -9703.22 1660.37 -5880.63 2361.89 22798.4 -18329.8 12958.4 63410.3 1796.37 3311.39 10955.5 14613.4
internal_weight=0 1.62965e+06 326205 277966 11007 266959 2211 1528 1265 1108 8126 7974 4322 1014 3652 3308 353 97 256 2955 2178 757 777 683 658 68 48239 36813 7548 6018
internal_count=4318164 1629650 326205 277966 11007 266959 2211 1528 1265 1108 8126 7974 4322 1014 3652 3308 353 97 256 2955 2178 757 777 683 658 68 48239 36813 7548 6018
is_linear=0
shrinkage=0.1


Tree=2573
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 6 1 5 3 5 3 1 0 1 5 0 5 3 0 5 5 5 0 1 1 3 1 3 5 2
split_gain=8.64155e+11 7.02794e+12 7.14487e+13 3.29907e+13 3.09751e+13 3.06216e+13 3.30291e+13 2.97992e+13 2.76024e+13 5.57218e+13 4.77073e+13 5.62831e+13 5.42014e+13 3.6557e+13 2.49285e+13 2.43284e+13 2.41554e+13 2.95249e+13 2.38508e+13 2.75729e+13 2.33724e+13 2.30678e+13 3.58526e+13 4.55585e+13 1.0408e+14 3.46011e+13 2.90433e+13 5.64135e+13 4.53854e+13 4.59546e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 47.272352350000006 39.488326500000007 1.5000000000000002 39.666208800000007 19.650000000000002 20.500000000000004 128.92000000000004 21.500000000000004 39.694727950000008 47.222459950000008 39.718803500000007 105.35000000000001 47.222459950000008 112.04500000000002 13.500000000000002 45.254062050000009 109.05000000000001 81.00500000000001 40.905000000000008 47.222459950000008 39.714575750000009 39.718803500000007 11.500000000000002 39.767857750000005 14.500000000000002 105.35000000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 4 -3 8 16 -8 9 13 11 20 -12 -6 -4 -15 -7 -18 -2 -20 -10 -9 23 25 -25 -23 -24 28 -28 -30
right_child=1 3 14 -5 5 6 7 21 10 -11 12 -13 -14 15 -16 -17 17 -19 19 -21 -22 22 26 24 -26 -27 27 -29 29 -31
leaf_value=-49.561676116816223 -166.58724045411725 -20353.187568150599 -8232.3458153809352 45.900705932884307 -10355.981391172609 1030.5231856793973 95903.060474917758 813.65997082441288 64426.629392400784 149459.13308423915 13325.362902967156 9771.9246694461526 -4027.9280457939735 87974.58203125 -66485.71299619932 6645.0850768616892 22398.195803517312 -106992.98529513889 23942.351771371515 -62732.72100360578 159711.25245935778 5941.5681807967539 10485.695067551023 -31087.528084995436 49412.038284205395 51664.432158654643 11692.520096673601 -9898.2179284468657 197295.35729166667 12794.891493055557
leaf_weight=1938624 291276 573 10079 2031380 4820 11561 38 4290 106 23 2586 277 5921 38 74 1146 29 45 623 39 34 227 9307 368 285 611 1464 2266 27 27
leaf_count=1938624 291276 573 10079 2031380 4820 11561 38 4290 106 23 2586 277 5921 38 74 1146 29 45 623 39 34 227 9307 368 285 611 1464 2266 27 27
internal_value=0 40.3782 -410.297 105.913 2752.11 3043.11 4858.17 7437.55 -665.087 -5893.47 2866.01 35890.2 1247.21 -6488.6 -8656.92 9255.32 665.986 -56285.6 -123.497 18836.1 87567.2 7259.42 9155.75 23848.4 4046.28 39278.9 7482.34 95.3817 15013.4 105045
internal_weight=0 2.37954e+06 302091 2.07745e+06 46069 45496 30545 18910 14951 6027 8924 417 8507 6004 10153 1184 11635 74 291938 662 140 18872 14582 1491 653 838 13091 3784 1518 54
internal_count=4318164 2379540 302091 2077449 46069 45496 30545 18910 14951 6027 8924 417 8507 6004 10153 1184 11635 74 291938 662 140 18872 14582 1491 653 838 13091 3784 1518 54
is_linear=0
shrinkage=0.1


Tree=2574
num_leaves=31
num_cat=0
split_feature=3 1 1 3 5 5 1 3 5 1 0 5 0 3 5 4 5 2 0 2 0 5 1 5 5 5 0 1 0 0
split_gain=9.25993e+11 8.49975e+12 6.14896e+13 4.8243e+13 3.6812e+13 7.38282e+13 3.14727e+13 5.56871e+13 4.3673e+13 4.72758e+13 1.60782e+14 9.98173e+13 6.67425e+13 7.64209e+13 4.79303e+13 1.5201e+14 4.66468e+13 4.35495e+13 4.26009e+13 3.97979e+13 3.87066e+13 4.19458e+13 4.07252e+13 3.74662e+13 3.66391e+13 6.19607e+13 3.66044e+13 8.7723e+13 8.26228e+13 4.14995e+13
threshold=18.500000000000004 30.243224600000001 30.226173900000003 24.500000000000004 65.905000000000015 74.610000000000014 30.315880100000005 24.500000000000004 42.405000000000008 30.305955500000003 59.882016200000002 109.05000000000001 59.932719750000011 19.500000000000004 84.030000000000015 2.5000000000000004 80.815000000000012 12.500000000000002 59.950068600000009 2.5000000000000004 60.017447350000005 51.815000000000005 30.278357500000002 43.205000000000005 36.515000000000008 34.305000000000007 59.846652800000008 30.259484550000003 59.853570100000006 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 24 11 -11 16 13 14 15 23 17 20 -18 -9 21 -10 -22 -12 25 -3 27 -21 -28 -30
right_child=1 6 3 -5 5 -7 -8 19 9 10 12 -13 -14 -15 -16 -17 18 -19 -20 26 22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=18.613851940787566 713.89786801266325 -2844.9880329091325 -11732.798273929042 8845.139712121816 -78557.453500808842 -10913.632854617892 -190.47289964558192 19067.298224729493 14569.717250385693 110483.24444739857 141637.96704545454 97058.202411099148 25402.202559809215 -64102.192288375692 -26414.489288174718 282323.81253551139 93992.455677083344 19704.971296755233 -28159.625431232489 97745.627107007589 22314.90547130186 -25507.383063561516 -86991.494721137162 8275.879649377639 -8251.8502290921715 26775.561613698486 99102.263434533234 -83373.667399434838 -37539.812959575378 -2324.3561135590726
leaf_weight=3717520 19786 1872 3932 993 262 420 551261 843 376 191 22 116 2330 182 275 22 30 1590 591 33 641 855 36 496 2394 1134 79 141 347 9394
leaf_count=3717520 19786 1872 3932 993 262 420 551261 843 376 191 22 116 2330 182 275 22 30 1590 591 33 641 855 36 496 2394 1134 79 141 347 9394
internal_value=0 -115.205 -1905.67 -11149.6 -15452.8 -36900 -36.1697 3509.53 7882.78 12691.8 21259.5 5574.65 16137.2 -5515.13 7568.11 24874.1 2998.28 7482.12 -22258.6 -1798.34 -2703.58 -13266.1 16502.5 13939.9 978.285 8329.23 -3558.37 -49023.5 -2752.77 -3578.82
internal_weight=0 600644 25393 5607 4614 682 575251 23990 13153 7753 3518 4235 3327 997 815 540 4119 3498 621 10837 1908 1231 677 518 5400 3006 9994 174 9820 9741
internal_count=4318164 600644 25393 5607 4614 682 575251 23990 13153 7753 3518 4235 3327 997 815 540 4119 3498 621 10837 1908 1231 677 518 5400 3006 9994 174 9820 9741
is_linear=0
shrinkage=0.1


Tree=2575
num_leaves=31
num_cat=0
split_feature=5 4 0 0 1 3 3 1 5 5 2 0 1 5 1 1 5 5 1 1 5 3 5 1 1 5 0 0 0 3
split_gain=9.0513e+11 7.02912e+12 8.37352e+12 1.36124e+13 2.97068e+13 1.06755e+13 3.20663e+13 9.36159e+12 1.51532e+13 1.43253e+13 1.51381e+13 1.97754e+13 1.09697e+13 2.15671e+13 9.19472e+12 8.88177e+12 1.25699e+13 8.09207e+12 8.08425e+12 1.36942e+13 1.01737e+13 8.98102e+12 1.25891e+13 7.75279e+12 3.08623e+13 4.30359e+13 2.94136e+13 5.31689e+13 3.86903e+13 2.72308e+13
threshold=42.005000000000003 1.0000000180025095e-35 57.641335050000002 57.60800230000001 39.899261850000009 3.5000000000000004 4.5000000000000009 30.315880100000005 85.91500000000002 45.985000000000007 10.500000000000002 59.939091550000008 30.332994000000003 59.810000000000009 30.578016350000002 37.214886200000009 132.05000000000004 44.410000000000004 84.920232800000022 86.192907650000009 76.730000000000018 11.500000000000002 110.05000000000001 57.550671000000001 59.76223980000001 107.05000000000001 54.194619400000008 63.563300600000012 53.516665650000007 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 -5 14 -7 8 9 17 11 -11 13 -9 -4 16 -2 -8 -17 -20 -21 -22 -23 -3 25 26 28 -28 29 -25
right_child=1 23 5 4 -6 6 7 12 -10 10 -12 -13 -14 -15 -16 18 -18 -19 19 20 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=59.647978975396533 12515.403743188139 68.258614681310888 -98344.261263020846 131524.35855859375 -17225.281041217673 84872.369130067571 -41.699431818181822 9596.619819972826 71231.55670362903 -8973.1400036486957 51956.951406250002 -98356.657950367662 -13218.523778103299 -121092.14281703404 -9863.5311311141322 1067.0986763575545 92350.346800595245 83115.006250000006 32617.742730629281 -4425.8687968436307 69488.258449835528 42351.573540164267 -50930.235020380438 2982.6089580482735 -227.45314723532212 -55558.400286649819 -15845.889076258129 15441.749041107083 23986.034454034299 -11168.823745473119
leaf_weight=1600872 324 1754930 24 25 29 37 22 23 31 91 25 34 450 28 23 39125 21 25 219 403 38 39 23 3225 910678 170 3653 638 588 2351
leaf_count=1600872 324 1754930 24 25 29 37 22 23 31 91 25 34 450 28 23 39125 21 25 219 403 38 39 23 3225 910678 170 3653 638 588 2351
internal_value=0 -35.1412 1263.35 1466.32 51640.3 -8784.33 -5945.87 -10555.3 6242.88 -3983.76 -19078.4 -33285.5 -18200 -62154.1 -55045.2 1398.91 17374.9 44190.6 1260.59 11745.9 2658.54 31208.7 7747.03 -55.0628 -289.97 -5648.31 -4836.77 -11193.9 -411.292 -2984.04
internal_weight=0 2.71729e+06 41059 40246 54 813 766 729 228 197 150 125 501 51 47 40192 345 47 39847 722 503 100 62 2.67623e+06 921303 10625 10455 4291 6164 5576
internal_count=4318164 2717292 41059 40246 54 813 766 729 228 197 150 125 501 51 47 40192 345 47 39847 722 503 100 62 2676233 921303 10625 10455 4291 6164 5576
is_linear=0
shrinkage=0.1


Tree=2576
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 5 0 0 3 5 1 1 3 0 1 3 3 3 3 5 5 5 5 6 6 5 4 3 1 3
split_gain=1.09708e+12 1.71621e+13 3.96314e+13 4.4059e+13 7.47569e+13 7.60651e+13 7.05273e+13 6.3022e+13 5.18846e+13 5.18656e+13 4.68364e+13 4.52886e+13 4.7022e+13 4.39769e+13 4.19615e+13 4.99923e+13 6.62071e+13 5.57093e+13 8.28992e+13 5.88103e+13 6.39026e+13 9.20661e+13 3.80119e+13 3.71737e+13 3.23416e+13 3.51722e+13 3.22726e+13 3.13974e+13 3.08514e+13 3.21303e+13
threshold=49.111504200000006 49.323301500000007 55.860536450000005 55.795550600000006 49.236330900000006 73.010000000000005 55.801980100000009 55.793358600000012 10.500000000000002 61.020000000000003 49.177301950000007 49.177301950000007 19.500000000000004 56.121679000000007 49.148175700000003 3.5000000000000004 4.5000000000000009 6.5000000000000009 7.5000000000000009 73.010000000000005 95.020000000000024 125.85000000000001 97.050000000000011 1.5000000000000002 1.5000000000000002 57.005000000000003 1.5000000000000002 19.500000000000004 49.148175700000003 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 8 -2 14 -10 28 -8 -13 27 15 -5 -17 19 -19 26 -21 -22 23 -12 25 -16 -18 -4 29 -9
right_child=1 -3 13 4 5 -7 11 10 9 -11 22 12 -14 -15 24 16 17 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-44.410379388766181 1572.1103429177058 -8.1383414210657143 10233.350658900907 158098.64294984879 -7779.0540672323259 -41178.85735020836 416.9138106136765 12855.126217532468 19166.441861562838 74702.239877674772 -485.56002212701844 -13621.709330966505 48193.172785433075 -64894.657194855929 4618.9572325279269 -53424.743728027344 99859.788257575769 -126750.73675672743 110287.73758593752 261252.1984913793 -31885.764941406251 230410.68837678331 -57463.408521910926 26994.880549506564 -11088.57667123863 79374.219575639218 -27055.68440946691 73012.209787326385 37854.973000563295 -115716.11153846156
leaf_weight=2430983 53563 1802543 4833 31 2905 891 12490 77 518 249 1290 3966 127 77 221 80 33 36 25 29 32 23 87 796 1004 88 51 81 1009 26
leaf_count=2430983 53563 1802543 4833 31 2905 891 12490 77 518 249 1290 3966 127 77 221 80 33 36 25 29 32 23 87 796 1004 88 51 81 1009 26
internal_value=0 57.2075 1448.88 907.199 -2806.72 -15618.7 -247.427 2396.67 15700 37195.7 15841.4 -2574.68 -11703.7 10093.1 5725.94 37035.9 24890.4 52249.4 -29603.8 81969.9 141136 77801.8 7299.69 10000.7 -2381.73 25908.5 22804 11268.2 32533.2 -19599.7
internal_weight=0 1.88718e+06 84638 79647 22799 3796 19003 56848 2420 767 3285 16583 4093 4991 1653 340 309 229 61 168 84 55 2173 2086 1313 309 84 4914 1112 103
internal_count=4318164 1887181 84638 79647 22799 3796 19003 56848 2420 767 3285 16583 4093 4991 1653 340 309 229 61 168 84 55 2173 2086 1313 309 84 4914 1112 103
is_linear=0
shrinkage=0.1


Tree=2577
num_leaves=31
num_cat=0
split_feature=1 0 1 5 4 3 1 1 0 1 1 5 3 0 0 0 6 0 6 5 5 2 3 0 3 0 5 3 5 3
split_gain=9.11331e+11 1.13444e+13 1.98591e+13 1.59144e+13 1.49627e+13 1.4354e+13 1.2751e+13 2.3606e+13 5.48055e+13 6.66682e+13 2.85172e+13 6.03869e+13 5.83407e+13 1.38614e+14 9.97607e+13 7.43851e+13 7.06184e+13 5.12943e+13 4.46511e+13 5.28783e+13 3.77819e+13 3.39553e+13 2.93633e+13 5.4176e+13 6.57288e+13 6.12684e+13 1.15576e+14 8.54175e+13 6.62838e+13 6.47153e+13
threshold=61.284352600000013 54.947737500000009 82.837870700000011 40.905000000000008 5.5000000000000009 7.5000000000000009 82.981501350000016 82.958618050000013 54.959412650000012 82.95335685000002 82.963712850000022 116.06000000000002 16.500000000000004 55.043101600000007 55.061033200000004 55.099723300000008 1.5000000000000002 55.010031850000011 1.5000000000000002 54.410000000000004 102.01000000000001 4.5000000000000009 6.5000000000000009 54.986619450000006 9.5000000000000018 54.99493995000001 50.805000000000007 7.5000000000000009 89.00500000000001 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 9 -3 11 12 15 17 -15 16 -9 -14 19 -19 -18 -22 -12 24 -24 26 -25 -27 29 -28
right_child=1 4 -4 -5 5 -7 -8 10 -10 -11 22 -13 13 14 -16 -17 20 18 -20 -21 21 -23 23 25 -26 27 28 -29 -30 -31
leaf_value=-30.179124002759046 2229.6187632953624 -1288.0997463143879 -284.92498729753424 -7687.4817035080332 -79405.782353940231 6280.8944163602946 -155.26596787576617 65149.029984153894 255.96002572570097 50773.217620246956 -2964.9538020194827 -114747.07406154728 -15226.365389322918 -111228.49715945515 -8999.6932687688004 -10375.345124560796 12126.477687754286 2372.5406780330613 -32323.392669707653 36941.553507550554 175350.33629918983 16756.261082175926 25396.664341638279 1795.098618496997 -4417.1343781469213 132539.01067804077 50272.207324143172 3024.2411190325065 222165.08734375003 -7068.0984197083762
leaf_weight=3016415 2170 509 363281 6363 46 34 411537 265 440454 476 12741 41 1050 195 187 1424 8027 1044 204 768 27 27 782 1781 13597 51 969 33432 20 247
leaf_count=3016415 2170 509 363281 6363 46 34 411537 265 440454 476 12741 41 1050 195 187 1424 8027 1044 204 768 27 27 782 1781 13597 51 969 33432 20 247
internal_value=0 69.9311 -396.932 -5165.5 256.596 -42988.9 260.317 590.284 308.652 23870.5 2207.41 6426.23 6802.09 -4381.12 -61184.6 10748.8 14353.1 2696.15 12030.8 17024.3 12687.3 96053.3 1328.17 2403.24 -2795.71 4451.35 18100.2 3221.51 41594.9 38625
internal_weight=0 1.30175e+06 371814 8533 929935 80 929855 518318 441439 985 76879 13259 13218 3448 382 9770 8346 3066 2016 1812 8081 54 63620 50879 14379 36500 3017 33483 1236 1216
internal_count=4318164 1301749 371814 8533 929935 80 929855 518318 441439 985 76879 13259 13218 3448 382 9770 8346 3066 2016 1812 8081 54 63620 50879 14379 36500 3017 33483 1236 1216
is_linear=0
shrinkage=0.1


Tree=2578
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 3 0 1 0 5 1 0 0 1 0 5 3 1 3 0 0 0 3 2 5 5 5 4 4 3
split_gain=9.91732e+11 8.31539e+12 3.09918e+13 4.5768e+13 1.49964e+14 1.37929e+14 2.00936e+14 1.4421e+14 1.096e+14 7.75689e+13 7.57645e+13 7.24958e+13 1.91021e+14 1.06053e+14 6.98524e+13 5.90096e+13 4.91329e+13 6.44445e+13 4.66966e+13 1.07773e+14 4.62354e+13 1.0172e+14 1.23056e+14 8.35256e+13 5.95532e+13 5.16411e+13 3.95463e+13 3.95116e+13 4.22562e+13 5.67657e+13
threshold=18.500000000000004 64.020000000000024 37.487839250000007 37.417247200000006 55.628356700000005 19.500000000000004 55.727011600000004 37.457850350000008 55.86787755000001 112.04500000000002 37.475443250000005 55.87722990000001 55.842510000000011 37.475443250000005 55.885524800000006 72.010000000000005 30.500000000000004 37.475443250000005 21.500000000000004 55.719391050000006 55.645049100000001 55.657530000000008 24.500000000000004 17.500000000000004 75.750000000000014 81.00500000000001 95.020000000000024 1.5000000000000002 2.5000000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 27 -5 6 7 -6 -8 11 -10 12 16 14 26 -15 18 -18 19 -7 23 22 -22 24 -20 -26 -13 -3 -29 -30
right_child=1 2 -4 4 5 9 8 -9 10 -11 -12 13 -14 15 -16 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=19.26324328976591 106.02628902577494 21660.939672397348 -1551.6938017782054 -32115.022692847357 -27634.795000000002 -103638.16133814103 83186.229539677879 -374296.95183593757 -215609.94256465521 -85463.865161132824 -6456.0123546511632 -97430.622834821435 132970.045529394 44630.038535156258 32939.500927034329 -91337.507701246053 7016.5211750008475 -167725.21711647729 17465.870520833334 44010.606949508103 -239313.24358836209 38759.242320886384 83116.547500000001 -98562.962351190479 219798.43430475603 81286.537733609075 62014.095258789072 -5015.8834512762369 17861.465168207538 831.52265672630949
leaf_weight=3717520 439551 860 119533 675 20 78 73 30 29 64 43 70 181 40 558 158 519 22 45 135 29 1466 20 21 57 51 20 11564 2143 22589
leaf_count=3717520 439551 860 119533 675 20 78 73 30 29 64 43 70 181 40 558 158 519 22 45 135 29 1466 20 21 57 51 20 11564 2143 22589
internal_value=0 -119.225 -733.834 1618.46 11257.5 19108.5 -62765.7 -235632 -3156.57 23626.2 -90698.6 25638.2 33845.4 182.335 19753.7 -63869.3 26501.4 -89.4275 34064.8 -10058 39629.1 34022 -107709 88449.8 114118 154390 -61998.5 475.969 -25.9888 2307.15
internal_weight=0 600644 161093 41560 4404 3729 195 50 145 3534 72 3470 2624 846 648 198 2443 541 1902 213 1689 1515 49 174 153 108 90 37156 36296 24732
internal_count=4318164 600644 161093 41560 4404 3729 195 50 145 3534 72 3470 2624 846 648 198 2443 541 1902 213 1689 1515 49 174 153 108 90 37156 36296 24732
is_linear=0
shrinkage=0.1


Tree=2579
num_leaves=31
num_cat=0
split_feature=1 3 5 1 5 3 2 5 3 1 3 3 1 1 3 3 1 1 1 4 2 2 4 0 2 1 3 2 3 5
split_gain=9.35891e+11 4.42658e+12 4.03257e+12 1.84267e+13 1.76201e+13 1.67317e+13 1.71659e+13 1.50801e+13 1.41835e+13 2.49436e+13 1.43444e+13 2.71098e+13 1.36808e+13 1.3489e+13 1.15474e+13 1.10861e+13 1.01601e+13 1.01099e+13 9.76462e+12 1.42987e+13 3.10327e+13 2.36647e+13 1.38791e+13 9.40297e+12 9.32245e+12 1.18089e+13 2.22966e+13 3.35025e+13 4.17654e+13 1.92314e+13
threshold=86.067573200000012 26.500000000000004 123.15000000000002 91.910414550000013 116.06000000000002 13.500000000000002 6.5000000000000009 177.02500000000003 3.5000000000000004 114.17164950000002 16.500000000000004 11.500000000000002 86.192907650000009 86.192907650000009 8.5000000000000018 5.5000000000000009 91.910414550000013 92.896330950000007 92.896330950000007 3.5000000000000004 7.5000000000000009 3.5000000000000004 3.5000000000000004 55.349623500000007 11.500000000000002 92.896330950000007 10.500000000000002 7.5000000000000009 12.500000000000002 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 15 -6 10 11 14 -8 -9 17 -4 -16 -10 22 20 -20 -21 -18 -13 25 26 29 28 -28 -5
right_child=1 -3 3 24 8 -7 12 13 9 -11 -12 23 -14 -15 16 -17 18 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.4328886827920098 229.95167777408162 -38179.443361002603 -68840.792734375005 -38451.105574324327 -60924.574772135413 55733.637771739137 -132356.80398995537 86756.743680245534 26412.444640692349 127012.65095880681 76580.509709087171 -12684.043750000001 -30581.14959375 -13108.369407894737 -1952.8743005823208 -17253.370805832437 26920.390828804346 -32889.674455180924 15418.755921303353 86388.366640624998 164905.98319382442 -46835.221289062501 131759.53470982143 -94690.043695746528 -25975.008374225206 -3245.680416241074 221161.46562500001 -45899.516767578127 42629.694058388159 21177.991898418069
leaf_weight=4147874 168142 30 65 74 21 23 28 21 58 22 38 29 25 38 54 116 23 57 41 20 21 40 28 27 121 849 20 20 38 201
leaf_count=4147874 168142 30 65 74 21 23 28 21 58 22 38 29 25 38 54 116 23 57 41 20 21 40 28 27 121 849 20 20 38 201
internal_value=0 229.764 236.531 -4699.76 284.512 -26395.3 -32842.3 -21467.8 19436.7 23121.4 17879.2 12274.6 -84349.4 22436.8 22835.5 -35779.2 35914.2 -2980.78 47734 32373.4 66051.5 -2427.36 84479.1 -52222.7 482.24 3145.57 18517.2 65707.3 104192 5132.34
internal_weight=0 170290 170260 1639 168621 316 293 240 479 458 436 398 53 59 342 181 227 115 173 122 62 60 51 56 1323 1202 353 78 58 275
internal_count=4318164 170290 170260 1639 168621 316 293 240 479 458 436 398 53 59 342 181 227 115 173 122 62 60 51 56 1323 1202 353 78 58 275
is_linear=0
shrinkage=0.1


Tree=2580
num_leaves=31
num_cat=0
split_feature=3 0 4 0 5 1 5 5 0 5 1 1 0 1 1 1 4 1 1 0 5 0 1 1 0 4 0 0 1 1
split_gain=9.28082e+11 6.37879e+12 7.50993e+12 1.19237e+13 8.15863e+12 1.10715e+13 1.06991e+13 1.25694e+13 1.85668e+13 1.49521e+13 1.03666e+13 8.20675e+12 8.2162e+12 1.04362e+13 9.54519e+12 1.35417e+13 8.54892e+12 1.04972e+13 9.5756e+12 2.55056e+13 4.66215e+13 1.33704e+13 9.42667e+12 9.7961e+12 7.78507e+12 7.17789e+12 1.18989e+13 6.94251e+12 8.58887e+12 4.62149e+13
threshold=2.5000000000000004 47.249522000000006 2.5000000000000004 47.425481600000005 52.710000000000008 30.305955500000003 55.005000000000003 59.810000000000009 59.916647550000008 58.040000000000006 30.370618100000005 30.425002000000003 57.692655200000004 39.787929450000007 37.098288800000006 37.275078000000001 1.0000000180025095e-35 37.417247200000006 37.66934650000001 55.769960200000007 58.755000000000003 55.576287050000012 37.792847950000002 37.832345550000007 61.785186750000001 5.5000000000000009 45.005863250000004 45.005863250000004 38.096381250000007 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 4 -4 -3 6 -6 9 -9 -8 -7 -12 14 24 -13 -16 -17 -18 19 21 -21 -19 -20 -24 -14 27 -27 -1 29 -29
right_child=-2 2 3 -5 5 10 7 8 -10 -11 11 12 13 -15 15 16 17 18 22 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=981.7262668032547 -7.6015783786915847 542.08572406674682 15701.867219025326 1880.7098071553476 -41949.522429687502 -55442.801943108978 31934.956769916374 -34266.499588448663 58579.08571428572 127986.83640252976 45271.820967371328 -29989.248956745429 16583.371410551525 -19931.807614706719 56160.212373046881 28108.154331215657 -65006.985706018517 12338.620070998733 -63326.037620192314 185261.29653532611 -2646.6618069556453 -74954.284026834241 63626.434659090912 -3260.9765000628386 -21159.411449291089 -1084.2003314393939 96666.211718750012 3243.7277009734935 -1598.7482129618666 -36188.433533638585
leaf_weight=10907 4205107 53598 642 22512 25 39 71 56 35 21 34 123 168 620 40 91 27 74 26 23 31 23 22 4631 81 33 20 891 17747 446
leaf_count=10907 4205107 53598 642 22512 25 39 71 56 35 21 34 123 168 620 40 91 27 74 26 23 31 23 22 4631 81 33 20 891 17747 446
internal_value=0 282.738 734.621 2263.93 143.069 -3272.76 19412.1 27794.8 1443.34 53859.8 -4052.28 -3719.02 -3997.57 -12986.9 -2469.15 -1790.53 -2259 -2827.96 -2480.37 22305.1 77388.2 -8359.7 -3280.25 -2944.72 4305.6 -965.838 35802.7 -1030.82 -2181.03 -9910.16
internal_weight=0 113057 83013 23154 59859 6261 208 183 91 92 6053 6014 5980 869 5111 4988 4948 4857 4830 151 54 97 4679 4653 249 30044 53 29991 19084 1337
internal_count=4318164 113057 83013 23154 59859 6261 208 183 91 92 6053 6014 5980 869 5111 4988 4948 4857 4830 151 54 97 4679 4653 249 30044 53 29991 19084 1337
is_linear=0
shrinkage=0.1


Tree=2581
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 0 4 2 2 4 0 2 5 5 4 0 0 3 5 2 2 5 4 6 3 1 0 2 1
split_gain=8.76562e+11 7.02005e+12 1.78603e+13 5.42171e+13 3.32345e+13 2.10083e+13 3.71723e+13 7.32945e+13 1.05884e+14 3.60025e+13 2.8606e+13 1.88155e+13 2.31402e+13 1.68504e+13 4.10608e+13 4.02367e+13 4.12511e+13 4.18658e+13 4.28145e+13 1.2468e+14 4.45246e+13 3.67636e+13 4.46123e+13 3.4715e+13 4.35913e+13 7.87429e+13 9.86949e+13 1.11995e+14 9.19457e+13 1.10144e+14
threshold=9.5000000000000018 80.00500000000001 80.815000000000012 30.451272450000005 37.752451500000006 59.963407450000012 59.904813200000007 2.5000000000000004 2.5000000000000004 4.5000000000000009 2.5000000000000004 55.455204450000004 6.5000000000000009 64.020000000000024 62.710000000000008 2.5000000000000004 43.642715500000008 43.592450450000008 4.5000000000000009 70.50500000000001 2.5000000000000004 5.5000000000000009 79.010000000000005 1.5000000000000002 1.5000000000000002 7.5000000000000009 30.388336800000001 57.692655200000004 7.5000000000000009 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 11 6 10 -8 -9 -10 -3 -5 -13 14 -1 23 17 -17 19 -19 -20 22 -22 -15 -25 -26 28 -28 29 -27
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 -12 12 -14 15 -16 16 -18 18 20 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-80.256503433086479 40.666991760093168 85881.031940406712 499.6286671457363 30372.231876627608 8070.8643030361409 -1685.78700064433 12428.640650755495 -20994.7216796875 268393.75661892362 134224.95991319444 -8773.6112225932466 -24680.836849111882 -107182.90811298077 -8898.7655373815487 2808.0072351029298 2923.9329200570692 -2057.703493327544 -23210.085259433963 -12640.840760413861 192691.15269097223 36441.174233652091 -44854.12338966837 150014.25988898028 -2496.1795549520152 156.56805649563242 15670.703407091511 9231.0010524080189 -27488.096239356571 -33638.172620738638 74284.204076767594
leaf_weight=1539561 2379540 43 127722 51 1557 97 91 32 36 45 124 265 39 3115 50847 5598 154868 53 290 54 385 49 38 15579 23279 677 12454 890 176 609
leaf_count=1539561 2379540 43 127722 51 1557 97 91 32 36 45 124 265 39 3115 50847 5598 154868 53 290 54 385 49 38 15579 23279 677 12454 890 176 609
internal_value=0 -49.9162 659.569 9242.72 1775.5 39749.8 50583.4 79222.9 133013 193856 15598.5 -25835.4 -35265 -100.955 12.0843 -925.199 -1730.95 6094.03 26515.4 85749.4 18197.8 37145.2 46644 1364.3 1960.03 3782.88 9484.42 6781.96 34150.4 43427.8
internal_weight=0 1.93862e+06 130102 2380 1912 468 371 204 113 81 167 355 304 1.80852e+06 1.59041e+06 218114 161335 6467 869 107 762 472 423 56779 53664 38085 14806 13344 1462 1286
internal_count=4318164 1938624 130102 2380 1912 468 371 204 113 81 167 355 304 1808522 1590408 218114 161335 6467 869 107 762 472 423 56779 53664 38085 14806 13344 1462 1286
is_linear=0
shrinkage=0.1


Tree=2582
num_leaves=31
num_cat=0
split_feature=3 4 3 5 1 0 1 0 0 2 3 1 1 0 5 1 1 6 4 1 1 0 5 0 0 5 2 1 1 1
split_gain=9.34065e+11 6.83304e+12 6.4773e+12 1.17215e+13 1.77375e+13 9.6096e+12 1.68998e+13 9.55827e+12 9.64006e+12 6.78764e+12 6.18696e+12 2.59392e+13 6.61468e+13 7.03579e+13 3.22299e+13 2.87958e+13 2.55853e+13 3.94883e+13 2.67489e+13 1.88601e+13 5.12716e+13 3.89622e+13 3.66202e+13 3.48304e+13 3.02786e+13 2.77988e+13 4.13683e+13 5.35955e+13 2.52689e+13 8.64386e+13
threshold=3.5000000000000004 5.5000000000000009 2.5000000000000004 132.05000000000004 43.574807850000006 55.576287050000012 34.359746700000009 47.297889100000013 45.005863250000004 1.5000000000000002 4.5000000000000009 37.914142000000005 37.869926150000005 55.812836050000008 93.00500000000001 37.855187800000003 37.889331900000009 1.5000000000000002 1.5000000000000002 82.967723800000016 82.837870700000011 55.043101600000007 101.05000000000001 55.002082750000007 55.046835900000012 54.410000000000004 3.5000000000000004 82.911991800000024 65.520339550000017 65.551978750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -7 8 -3 -9 11 12 15 -14 16 -2 17 -15 -19 20 28 22 25 -24 -23 -22 -27 -28 -13 -30
right_child=10 2 3 4 -6 6 -8 9 -10 -11 -12 19 13 14 -16 -17 -18 18 -20 -21 21 24 23 -25 -26 26 27 -29 29 -31
leaf_value=206.87424174245612 1023.0170986282442 -1016.2335937500001 -96280.492646059778 -30155.81291118421 -83528.989895833336 -19596.54786005435 106092.02356445312 -71907.321949404766 86968.211562500001 -1699.6360119628907 10.827659264258841 -1964.7151882497255 -10732.118556465119 -8499.2414919589428 -85776.625177556823 -26531.329047838852 21412.81823096886 39199.983265516494 85460.644603310866 1613.4691870381339 -16365.909589733175 19507.676317091111 95364.141167091846 -56096.197443181823 -9477.1465553679354 -51759.276892620139 -52882.859502108142 78621.37616867316 37293.320247003947 -1213.4472626164124
leaf_weight=243863 30795 33 23 38 30 23 20 21 20 40 3945856 71561 494 94 22 384 578 252 248 15900 1391 462 49 22 1639 587 63 61 732 2863
leaf_count=243863 30795 33 23 38 30 23 20 21 20 40 3945856 71561 494 94 22 384 578 252 248 15900 1391 462 49 22 1639 587 63 61 732 2863
internal_value=0 190.002 -16400.5 -31306.9 -17843.9 6483.94 38863.3 1120.96 32185.4 -25869.5 -11.3846 -695.071 1727.49 21008 34140.1 683.658 36391.1 50965.8 62145.3 -1530.3 -2159.61 -12813.6 -22201.9 48432.8 -3103.52 -24587.7 -40672.9 11808.7 -1553.73 6627.15
internal_weight=0 244111 248 134 111 81 43 114 53 61 4.07405e+06 128197 32867 1688 1194 31179 1172 594 500 95330 79430 4274 2173 71 2101 2102 711 124 75156 3595
internal_count=4318164 244111 248 134 111 81 43 114 53 61 4074053 128197 32867 1688 1194 31179 1172 594 500 95330 79430 4274 2173 71 2101 2102 711 124 75156 3595
is_linear=0
shrinkage=0.1


Tree=2583
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 2 3 1 1 1 1 3 5 3 3 5 1 1 5 5 2 1 3 0 1 3 2 5
split_gain=9.20482e+11 4.12536e+13 4.4104e+13 5.2183e+13 9.3377e+13 1.50755e+14 5.11938e+13 3.94374e+13 3.833e+13 6.35809e+13 1.4005e+14 9.01634e+13 1.90422e+14 2.15273e+14 1.87347e+14 8.97007e+13 8.25132e+13 6.79429e+13 9.72437e+13 6.59963e+13 1.22454e+14 6.3075e+13 6.25676e+13 5.44301e+13 5.33304e+13 5.25048e+13 7.32857e+13 5.25167e+13 4.92685e+13 4.83685e+13
threshold=55.769960200000007 55.784980300000008 37.214886200000009 37.417247200000006 6.5000000000000009 8.5000000000000018 37.457850350000008 13.500000000000002 13.500000000000002 37.503486000000002 37.516458750000005 37.559851850000008 37.642309100000013 11.500000000000002 40.005000000000003 6.5000000000000009 12.500000000000002 39.025000000000013 37.620907050000007 37.597123000000003 42.005000000000003 37.005000000000003 5.5000000000000009 37.542000650000013 11.500000000000002 55.777112100000004 37.487839250000007 7.5000000000000009 20.500000000000004 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -5 9 25 16 15 13 17 21 23 24 -13 19 20 -19 22 -15 -12 -11 26 -8 -27 -10 -17
right_child=1 -3 3 6 5 -7 8 -9 28 10 11 12 -14 14 -16 29 -18 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=34.915433804298921 -52015.152268549471 13.335524896268812 89282.695896972669 -91691.129715336603 -49631.690597078945 24561.046535188801 52219.928612110714 61293.948437500003 -9817.7786819030935 91229.138665674604 -52562.360079589853 -6745.6440941808878 -2765.8590323961316 41533.958375000002 45895.921773558628 -111993.70808978844 -66465.488011853449 179333.13627929689 -31129.796234654019 127100.35597784324 15051.605366279709 320040.71987645351 255736.85708333334 50053.115395005843 251118.82949999999 -15560.794999165115 -47142.671321075642 -87262.965905817982 14317.197724555719 21375.891455078126
leaf_weight=2747102 187 1538638 150 107 362 1125 146 20 11992 126 100 553 14884 25 129 181 29 54 140 122 284 43 30 107 25 193 151 217 910 32
leaf_count=2747102 187 1538638 150 107 362 1125 146 20 11992 126 100 553 14884 25 129 181 29 54 140 122 284 43 30 107 25 193 151 217 910 32
internal_value=0 -61.0519 -3591.01 -3310.11 14084.9 6499.33 -4240.68 -67599 -3976.63 -937.548 294.122 -652.438 528.905 36064.6 125078 -46398.5 88029.7 18539.8 41844.5 64054.1 41297.8 229308 158372 480.422 117701 -30316.5 1702.24 -53510.5 -8115.5 -91957
internal_weight=0 1.57106e+06 32424 32237 1637 1487 30600 127 30473 17571 16864 16684 16264 1380 227 420 180 1153 600 460 338 98 55 207 151 707 297 410 12902 213
internal_count=4318164 1571062 32424 32237 1637 1487 30600 127 30473 17571 16864 16684 16264 1380 227 420 180 1153 600 460 338 98 55 207 151 707 297 410 12902 213
is_linear=0
shrinkage=0.1


Tree=2584
num_leaves=31
num_cat=0
split_feature=1 0 0 3 2 3 3 2 6 5 5 5 3 5 5 5 4 5 5 0 6 0 4 0 5 4 5 5 5 6
split_gain=9.13061e+11 9.28789e+12 4.1549e+13 2.02073e+13 2.53427e+13 1.9502e+13 3.28551e+13 4.50982e+13 3.57758e+13 2.85959e+13 2.03851e+13 2.59211e+13 1.68025e+13 1.53778e+13 2.75399e+13 1.4039e+13 1.39878e+13 1.33627e+13 1.10746e+13 9.89387e+12 3.88216e+13 2.2999e+13 1.59291e+13 1.23286e+13 1.20371e+13 2.04099e+13 1.8272e+13 1.44133e+13 1.74096e+13 1.56205e+13
threshold=35.911716050000003 54.648549400000007 53.310923100000004 19.500000000000004 5.5000000000000009 11.500000000000002 10.500000000000002 9.5000000000000018 1.5000000000000002 132.05000000000004 132.05000000000004 114.05000000000001 13.500000000000002 61.020000000000003 53.705000000000005 120.05000000000001 4.5000000000000009 60.005000000000003 98.020000000000024 45.254062050000009 1.5000000000000002 45.133160800000006 2.5000000000000004 53.145783300000012 98.020000000000024 3.5000000000000004 84.030000000000015 85.020000000000024 78.010000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 10 8 -8 12 11 19 13 14 -7 -13 -12 -4 -15 21 22 24 -21 -22 25 27 -27 28 -1 -29
right_child=-2 -3 17 4 -6 9 7 -9 -10 -11 16 15 -14 18 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=214.8686953690102 16.059138486628552 -73.730268971457278 -23090.753239913854 -33122.4033203125 106594.25211148649 -28425.397833964031 9057.6317704634239 -46717.849183238635 141689.93191332548 -103646.20088334517 101285.07942708334 -114796.74635416668 -5276.9955314508006 -68030.756792160566 91026.853736413061 -18053.001562500001 -3115.9456845238096 -62887.954359654024 12542.243173828125 11011.877882076216 -32884.00095809465 32900.834123149674 72289.264967315059 -8990.478469428781 31948.060759024782 -13034.673025760136 -123701.7153828125 97575.599635416671 -45070.308126795979 12513.941061282469
leaf_weight=3507 3848743 461590 342 20 37 120 33 33 53 33 33 30 1428 116 23 30 21 112 20 316 388 228 49 487 116 37 25 30 87 77
leaf_count=3507 3848743 461590 342 20 37 120 33 33 53 33 33 30 1428 116 23 30 21 112 20 316 388 228 49 487 116 37 25 30 87 77
internal_value=0 -131.668 -3546.72 -1739.71 57570.9 -2201.56 680.76 52662 90796.1 -11444.8 -451.957 -1062.53 -9662.39 -32108.1 -9212.8 -66424.9 60684.7 -32908.6 -56181.8 -329.085 -8157.6 2034.53 19238.2 -19585.5 220.268 -757.788 -57658.5 195.425 -881.35 36363
internal_weight=0 469421 7831 7377 57 7320 5580 119 86 1740 5461 5407 1707 279 143 60 54 454 136 5347 1240 4107 365 875 3879 3763 62 3701 3594 107
internal_count=4318164 469421 7831 7377 57 7320 5580 119 86 1740 5461 5407 1707 279 143 60 54 454 136 5347 1240 4107 365 875 3879 3763 62 3701 3594 107
is_linear=0
shrinkage=0.1


Tree=2585
num_leaves=31
num_cat=0
split_feature=5 4 5 5 3 2 2 1 1 0 0 0 0 0 0 0 5 3 3 3 1 5 2 2 5 5 5 0 1 0
split_gain=8.98409e+11 6.58757e+12 1.33994e+13 4.53168e+13 3.44739e+13 2.17272e+13 1.56495e+13 1.53512e+13 2.71104e+13 4.72713e+13 2.02369e+13 1.99643e+13 1.66795e+13 1.44779e+13 1.37075e+13 1.36741e+13 4.40454e+13 6.44487e+13 5.89362e+13 4.98363e+13 4.55373e+13 3.65335e+13 3.5366e+13 6.33419e+13 7.21661e+13 5.32049e+13 3.69802e+13 2.90539e+13 2.63011e+13 2.41586e+13
threshold=96.015000000000015 2.5000000000000004 120.05000000000001 118.33500000000002 16.500000000000004 16.500000000000004 25.500000000000004 60.601268000000012 38.969379750000009 43.514103700000014 45.063245200000004 45.063245200000004 59.932719750000011 52.485928400000006 55.173809400000003 47.228519500000004 101.05000000000001 23.500000000000004 13.500000000000002 10.500000000000002 41.950906500000009 109.05000000000001 12.500000000000002 9.5000000000000018 112.04500000000002 107.05000000000001 105.35000000000001 50.973130900000008 38.950530550000003 51.83362145000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 7 -6 -4 8 10 -10 -5 -11 -12 -13 -9 16 -2 18 19 21 -21 28 23 24 -20 -25 -24 -17 -18 -29
right_child=1 -3 6 4 5 -7 -8 14 9 11 12 13 -14 -15 -16 27 17 -19 22 20 -22 -23 26 25 -26 -27 -28 29 -30 -31
leaf_value=8.6400261149196087 -9656.5066705322279 -56.33545638692754 1968.2837895021996 65301.867819940475 75955.974070945944 -43328.741406250003 70163.996943933817 -72226.755706521741 -8846.550997340426 -205696.99519230772 -97952.220066784284 -41842.085687500003 15898.795876242899 -134739.63349034925 25110.369153145031 -46268.971628053165 -42252.203448547982 -104982.71920898439 25728.080675223217 -135309.96210937502 -3599.849167131697 56663.729697426599 78668.629649522583 269302.15676185343 213408.49010416667 57290.537924804696 -59451.159412202382 43000.584742619445 19081.043085280988 -5729.3909932368224
leaf_weight=4168594 1160 138843 3269 21 37 26 34 23 47 26 31 25 22 51 39 174 99 40 140 42 70 182 36 29 24 20 42 104 238 4676
leaf_count=4168594 1160 138843 3269 21 37 26 34 23 47 26 31 25 22 51 39 174 99 40 140 42 70 182 36 29 24 20 42 104 238 4676
internal_value=0 -240.802 -2628.41 -4985.84 -40216 26727.4 2670.27 -55014 -67251.5 -91823.4 -17775.8 -130058 -50693.3 -104181 -10998.6 -3253.21 3463.56 19284 24675.2 7505.72 -52991.1 20560.9 61905.3 83001.4 53193.5 182767 4296.44 -6130.27 1063.26 -4669.16
internal_weight=0 149570 10727 7424 348 63 3303 285 223 149 74 102 53 76 62 7076 2122 962 922 631 112 519 291 213 164 49 78 4954 337 4780
internal_count=4318164 149570 10727 7424 348 63 3303 285 223 149 74 102 53 76 62 7076 2122 962 922 631 112 519 291 213 164 49 78 4954 337 4780
is_linear=0
shrinkage=0.1


Tree=2586
num_leaves=31
num_cat=0
split_feature=2 3 0 1 5 5 1 1 5 1 5 4 5 0 0 5 5 0 5 0 5 5 5 1 1 0 5 6 6 1
split_gain=8.9888e+11 1.06083e+13 2.98176e+13 3.48844e+13 2.87926e+13 4.32388e+13 2.525e+13 3.23472e+13 4.00335e+13 4.44816e+13 9.2994e+13 3.5299e+13 2.58099e+13 2.53789e+13 2.45696e+13 2.58591e+13 2.5366e+13 1.49346e+14 6.44243e+13 3.71392e+13 3.15161e+13 8.06947e+13 6.4917e+13 5.84761e+13 5.74478e+13 4.47918e+13 3.15464e+13 2.53922e+13 2.27551e+13 2.27253e+13
threshold=4.5000000000000009 5.5000000000000009 45.254062050000009 47.208373000000009 177.02500000000003 225.45000000000002 40.247294600000011 38.969379750000009 87.395000000000024 39.666208800000007 125.85000000000001 4.5000000000000009 142.05000000000004 44.580511600000001 56.819808050000006 225.45000000000002 104.75000000000001 59.939091550000008 116.06000000000002 59.982527000000012 120.05000000000001 132.05000000000004 109.05000000000001 30.315880100000005 30.346469350000003 59.609407350000005 150.04500000000004 1.5000000000000002 1.5000000000000002 30.502469200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 14 28 -6 7 11 -9 12 -11 13 -10 -2 15 -4 27 20 19 -19 22 25 -18 -24 -23 -22 -26 29 -5 -16
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12 -13 -14 -15 16 -17 17 18 -20 -21 21 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=48.476655088118598 -19784.718968557907 20.7230435420799 -4226.0544868883835 -10963.862759350166 127867.97256747159 -1322.9799479166668 -1642.7317148492564 10216.014506781605 16516.603796315332 -129888.32963573044 83761.685561342601 128827.09906063988 -85509.483351293107 1217.9967191734479 568.85821132939952 -89012.295182291666 -6895.0842203776047 -133996.76676682694 79406.639891258441 29294.534427083338 -38292.635069444448 13685.171945112179 -251944.91207589285 -86598.44212357956 -176085.15360795456 135381.83920454545 -36616.467663043477 -404.89507994505925 119.23291649376068 27499.350471051435
leaf_weight=2028337 645 2105613 46065 1890 44 63 9008 8498 171 83 27 21 29 5327 613 36 48 26 148 30 27 39 35 55 55 33 23 17194 93340 641
leaf_count=2028337 645 2105613 46065 1890 44 63 9008 8498 171 83 27 21 29 5327 613 36 48 26 148 30 27 39 35 55 55 33 23 17194 93340 641
internal_value=0 -42.9408 -770.635 -1260.79 -42.4773 51802.3 2531.64 5072.2 8928.37 -26369.7 -77447 -595.279 1722.82 -1050.38 -3045.86 -4292.26 -16.3579 -21819.4 44838.7 -46519.3 -64988.5 -37059 -100811 -150900 -85411.5 57228.3 -134960 597.031 -100.73 14334.8
internal_weight=0 2.28983e+06 184214 160405 95337 107 23809 14801 8808 310 110 5993 200 5972 65068 46101 18967 519 204 56 315 177 138 90 117 60 78 18448 95230 1254
internal_count=4318164 2289827 184214 160405 95337 107 23809 14801 8808 310 110 5993 200 5972 65068 46101 18967 519 204 56 315 177 138 90 117 60 78 18448 95230 1254
is_linear=0
shrinkage=0.1


Tree=2587
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 3 3 5 4 0 3 4 3 2 3 1 0 5 1 0 1 1 4 0 2 0 4 5 0 1
split_gain=8.97097e+11 6.96275e+12 1.85019e+13 2.51349e+13 1.16923e+13 1.13928e+13 3.40942e+13 1.71037e+13 1.05967e+13 9.23308e+12 2.50483e+13 8.6268e+12 7.55101e+12 1.15285e+13 7.43363e+12 2.56273e+13 1.44916e+13 1.32596e+13 1.07903e+13 2.31363e+13 1.89699e+13 3.49075e+13 2.05827e+13 2.21044e+13 3.62742e+13 3.52078e+13 4.39041e+13 2.0164e+13 1.64503e+13 5.12743e+13
threshold=142.05000000000004 60.035045000000004 60.052595500000002 30.346469350000003 60.029906750000002 8.5000000000000018 4.5000000000000009 225.45000000000002 4.5000000000000009 60.693675950000006 2.5000000000000004 3.5000000000000004 9.5000000000000018 3.5000000000000004 4.5000000000000009 113.46563545000002 43.056445700000005 177.02500000000003 37.971176850000006 57.945214300000011 37.328003200000005 37.214886200000009 5.5000000000000009 55.455204450000004 2.5000000000000004 55.628356700000005 3.5000000000000004 177.02500000000003 55.664473600000008 37.098288800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 14 6 9 8 -8 11 -11 -4 13 -7 15 16 17 -2 20 -20 21 28 23 24 -22 -25 -27 -28 -18 -30
right_child=1 2 5 -5 -6 12 7 -9 -10 10 -12 -13 -14 -15 -16 -17 18 -19 19 -21 22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=3.1642099958459036 63849.215373883933 -21859.572746394231 93270.709065755218 -151484.45461309524 66625.17865084135 -10170.492931547618 -121461.89308035714 -6056.3897135416664 -34461.643433779762 66405.001086425778 -44868.646697443182 10871.61634837963 -3297.1682702850881 83550.612128208712 369.1822007331416 98150.410677083346 -19005.327282835708 -460.47677604166665 -8890.2295358727297 -87537.265337171062 30157.738309832319 -80693.150620814733 123963.33363095239 159701.33636363636 -124637.6271484375 -90708.721935096153 143829.43482142859 22821.703330078126 5015.1380428764769 155109.777
leaf_weight=4297453 56 52 24 21 26 21 42 36 21 32 55 27 57 35 16948 24 202 75 2389 38 41 56 21 22 24 26 21 40 254 25
leaf_count=4297453 56 52 24 21 26 21 42 36 21 32 55 27 57 35 16948 24 202 75 2389 38 41 56 21 22 24 26 21 40 254 25
internal_value=0 -656.561 -13354.7 -59148.9 -391.808 -3803.3 -16261.2 -61041.7 -92461.8 15863.9 -3940.41 49647.7 22325.2 48405.2 -477.804 -4809.34 -5560.42 27030.7 -6911.93 -10121.6 3730.03 -5970.77 30444.5 19157.8 -26997.5 46681.5 18101.8 64480.1 2728.72 18464.5
internal_weight=0 20711 423 73 20288 350 237 99 63 138 87 51 113 56 20262 3314 3290 131 3159 2427 732 537 195 174 65 109 87 61 481 279
internal_count=4318164 20711 423 73 20288 350 237 99 63 138 87 51 113 56 20262 3314 3290 131 3159 2427 732 537 195 174 65 109 87 61 481 279
is_linear=0
shrinkage=0.1


Tree=2588
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 5 4 5 5 2 1 5 3 5 3 0 1 3 5 6 3 5 5 2 3 2 5 1 0 1
split_gain=8.84408e+11 5.84793e+12 2.3603e+13 6.74074e+13 2.48003e+14 7.73768e+13 8.10968e+13 5.83578e+13 7.51434e+13 5.57351e+13 5.57263e+13 5.51603e+13 7.02802e+13 6.65105e+13 6.4305e+13 5.46309e+13 5.22448e+13 7.3418e+13 6.21224e+13 7.34219e+13 5.95878e+13 5.17346e+13 5.15771e+13 5.1282e+13 5.06421e+13 4.98549e+13 4.84477e+13 4.80653e+13 8.49201e+13 7.40354e+13
threshold=10.500000000000002 30.410108300000001 30.332994000000003 59.916647550000008 59.950068600000009 86.02500000000002 1.5000000000000002 57.705000000000005 54.990000000000002 5.5000000000000009 30.346469350000003 46.810000000000009 8.5000000000000018 56.505000000000003 5.5000000000000009 59.939091550000008 30.362552800000003 4.5000000000000009 84.030000000000015 1.5000000000000002 6.5000000000000009 96.015000000000015 93.00500000000001 6.5000000000000009 7.5000000000000009 8.5000000000000018 52.710000000000008 30.315880100000005 59.755965500000009 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 16 5 6 7 8 -5 26 -11 -6 13 14 -13 24 18 -18 19 -4 -20 -14 -7 -24 -9 -22 -8 29 -29 -1
right_child=-2 -3 3 4 11 22 9 15 -10 10 -12 12 21 -15 -16 -17 17 -19 20 -21 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=280.44180110896809 -58.1280407980354 69.7650333963159 -46185.415750027969 5896.8288543998042 -1519.6022791177597 -29255.160848583415 52016.64414542474 -28693.257149465458 105281.43654074367 162001.41134805485 49337.116901010813 2745.7310225656206 -10302.710466037552 -45382.331259354141 -85904.05533407889 52847.416764322916 11399.574187962429 -8591.1926667928092 -23473.076370925541 -13728.795173121216 64009.840028958366 43774.119669333842 2824.2372003208779 80891.248872514218 -154019.44472656251 -62257.075640190975 18991.279318725192 -149601.83079799108 6380.4779602652216 -9359.7571394759725
leaf_weight=83655 1629650 2548796 908 2056 5308 514 529 76 79 49 422 681 3621 1220 93 39 2368 8195 209 2999 238 186 1921 88 56 36 2771 35 12561 8805
leaf_count=83655 1629650 2548796 908 2056 5308 514 529 76 79 49 422 681 3621 1220 93 39 2368 8195 209 2999 238 186 1921 88 56 36 2771 35 12561 8805
internal_value=0 35.2345 -594.687 -2857.46 983.669 13732.9 19844.7 5072.15 9574.29 28878.3 61058 -8886.12 -15626.6 -30835.3 -7905.99 -51138.8 -7920.31 -4109.69 -17089.2 -21271.8 16743.7 -7660.66 -988.253 6243.8 -81861.9 47420 24285.3 151.889 5947.06 -637.598
internal_weight=0 2.68851e+06 139718 34662 19709 8600 6077 2306 2135 3771 471 11109 5801 1994 774 171 14953 10563 4390 3907 483 3807 2523 2009 132 274 3300 105056 12596 92460
internal_count=4318164 2688514 139718 34662 19709 8600 6077 2306 2135 3771 471 11109 5801 1994 774 171 14953 10563 4390 3907 483 3807 2523 2009 132 274 3300 105056 12596 92460
is_linear=0
shrinkage=0.1


Tree=2589
num_leaves=31
num_cat=0
split_feature=5 3 1 1 4 0 0 3 1 0 3 2 3 3 1 1 1 0 3 4 3 2 4 3 4 4 1 1 0 0
split_gain=8.475e+11 3.50837e+12 3.41674e+12 7.0655e+12 2.93144e+12 1.00759e+13 1.78123e+13 1.20318e+13 1.35142e+13 1.46487e+13 3.05157e+13 3.16579e+13 2.38512e+13 2.09943e+13 6.07243e+13 3.51947e+13 1.85654e+13 1.37205e+13 9.36117e+12 1.23719e+13 9.27711e+12 1.43176e+13 3.18564e+13 1.08194e+13 2.51682e+13 1.14663e+13 9.267e+12 8.01112e+12 7.71736e+12 1.0861e+13
threshold=225.45000000000002 27.500000000000004 114.17164950000002 113.46563545000002 3.5000000000000004 45.040161900000008 45.053747000000008 23.500000000000004 37.998366300000008 44.580511600000001 3.5000000000000004 3.5000000000000004 4.5000000000000009 7.5000000000000009 46.037218400000008 44.660994650000006 39.011252750000004 43.465905150000005 2.5000000000000004 4.5000000000000009 13.500000000000002 9.5000000000000018 2.5000000000000004 17.500000000000004 2.5000000000000004 2.5000000000000004 43.94115175000001 39.027779200000005 53.242949050000007 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 20 7 -7 8 -6 10 26 17 -11 15 -15 -13 -14 -12 19 -8 21 -2 -23 24 -22 28 -10 -26 -25 -30
right_child=1 -3 -4 -5 5 6 18 -9 9 12 11 13 16 14 -16 -17 -18 -19 -20 -21 23 22 -24 25 27 -27 -28 -29 29 -31
leaf_value=-1.3924869245560101 5927.7891092019636 -32667.323222656254 -25757.061093750002 57218.364054008154 59126.43328125 76105.811132812509 -93312.053450520849 55645.005113636369 114349.88353515626 -142174.01819661458 -158053.92642045455 -29334.308282696758 10114.234825721154 39524.118593236024 -161149.25732128907 141055.34126420456 -76605.819025307515 -45048.689880952385 2268.2814309014216 -4055.544655539773 -6897.875219726563 -13388.780208333335 146765.02663043479 -45755.619881465522 -52315.831445312506 71077.873495370368 23024.648125000003 -138010.20484374999 77595.701484375008 -10971.135264756944
leaf_weight=4313902 1576 30 45 23 20 32 24 22 20 24 22 27 52 38 25 22 47 21 1728 44 180 27 23 29 24 27 25 20 20 45
leaf_count=4313902 1576 30 45 23 20 32 24 22 20 24 22 27 52 38 25 22 47 21 1728 44 180 27 23 29 24 27 25 20 20 45
internal_value=0 1409.45 1651.01 1945.58 1640.28 -875.133 2153.74 -16044.4 -20642.6 -25581.8 -8881.09 -29928 -52737.5 -1925.21 -40108.2 47167.2 -31055.9 -102865 836.112 -35557.8 4439.01 7599.2 60282 -10455.1 -23470.5 13639.7 63613.6 -91267.8 -2858.51 16280.2
internal_weight=0 4262 4232 4187 4164 2193 1828 365 343 323 200 155 123 112 63 49 99 43 1796 68 1971 1626 50 345 224 121 45 44 94 65
internal_count=4318164 4262 4232 4187 4164 2193 1828 365 343 323 200 155 123 112 63 49 99 43 1796 68 1971 1626 50 345 224 121 45 44 94 65
is_linear=0
shrinkage=0.1


Tree=2590
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 3 3 5 5 3 2 4 2 0 3 4 2 6 0 5 5 2 5 5 3 0 0 1 6
split_gain=8.44215e+11 1.79721e+13 3.20365e+13 4.19508e+13 9.58362e+13 3.33885e+13 3.39325e+13 3.13543e+13 3.18179e+13 5.23541e+13 2.91467e+13 2.81502e+13 2.3874e+13 2.03413e+13 2.08895e+13 5.86588e+13 1.97243e+13 1.99498e+13 2.32371e+13 1.95518e+13 2.02869e+13 1.99633e+13 1.91901e+13 1.86436e+13 1.82526e+13 1.76169e+13 1.7051e+13 1.67884e+13 9.30245e+13 9.23506e+13
threshold=82.91993380000001 82.926290250000008 5.5000000000000009 55.02863030000001 55.039751500000008 24.500000000000004 10.500000000000002 21.500000000000004 67.990000000000023 90.015000000000015 8.5000000000000018 4.5000000000000009 3.5000000000000004 2.5000000000000004 55.034903650000011 15.500000000000002 4.5000000000000009 9.5000000000000018 1.5000000000000002 55.055104550000003 80.815000000000012 132.05000000000004 4.5000000000000009 32.355000000000011 107.05000000000001 3.5000000000000004 55.025681450000008 55.055104550000003 82.940215400000014 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 7 13 6 19 8 10 12 22 -11 -10 -5 15 -15 17 -13 -19 20 -6 -21 -4 -12 -17 -2 -14 28 29 -3
right_child=1 27 3 4 5 -7 -8 -9 9 11 23 16 26 14 -16 24 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=23.045937365396728 -14154.931221037597 19758.649902272071 -8269.5914464613979 6776.9131473214293 14619.09257322102 -52285.958973033034 15975.835657449617 15860.495590993158 -46171.887491804082 -17598.088028790509 6238.950972813198 -4835.2621946696991 38188.3309757487 87107.232378119937 130311.13050426135 19212.089544862691 104044.64114583335 4659.3174153645841 133822.04879807692 -16309.669590994199 -11910.688624331826 39182.615831801471 60312.196772556686 -11117.784451249361 -92820.481189903861 9448.3213646934691 -64730.587919477985 -959.75968427794726 1.4386281847670932 3037.2743704194277
leaf_weight=3395675 365 4513 68 70 692 127 961 452 773 540 700 158 60 154 44 33 27 30 26 1390 494 68 102 5339 26 2366 22 159382 731189 12318
leaf_count=3395675 365 4513 68 70 692 127 961 452 773 540 700 158 60 154 44 33 27 30 26 1390 494 68 102 5339 26 2366 22 159382 731189 12318
internal_value=0 -84.8319 -3507.92 -5674.34 2656.37 -1892.02 -116.703 -9749.83 -11225.4 -23632.2 -7956.37 -4914.96 -40729.4 54566.5 67583.2 54625.3 23503.7 13342 64627.7 -5965.77 3568.75 -13721.6 32879.5 -9105.91 -30158.2 6293.73 10575.9 -27.9177 170.632 7520.88
internal_weight=0 922489 15087 12356 4059 3732 3605 8297 7845 1636 6209 781 855 327 257 213 241 214 56 2644 1186 1458 170 6039 59 2731 82 907402 748020 16831
internal_count=4318164 922489 15087 12356 4059 3732 3605 8297 7845 1636 6209 781 855 327 257 213 241 214 56 2644 1186 1458 170 6039 59 2731 82 907402 748020 16831
is_linear=0
shrinkage=0.1


Tree=2591
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 5 3 0 5 6 0 5 5 1 5 5 3 3 3 0 0 3 6 1 0 5 5 0 2
split_gain=1.08528e+12 3.74256e+12 3.41521e+13 2.37028e+13 8.13737e+12 1.97365e+13 1.32189e+13 8.20006e+12 1.12541e+13 1.04045e+13 1.01191e+13 1.66128e+13 1.68406e+13 1.84681e+13 1.54938e+13 1.44722e+13 1.27699e+13 1.17656e+13 1.10737e+13 8.81186e+12 2.24577e+13 1.72999e+13 1.75284e+13 2.20873e+13 1.44556e+13 4.52679e+13 4.10059e+13 2.36155e+13 3.67121e+13 2.33194e+13
threshold=86.067573200000012 92.928903050000017 52.719210700000012 2.5000000000000004 53.516665650000007 53.145783300000012 79.730000000000018 9.5000000000000018 53.719078300000007 29.050000000000004 1.5000000000000002 56.197733450000008 77.00500000000001 90.015000000000015 86.192907650000009 99.555000000000021 75.750000000000014 7.5000000000000009 6.5000000000000009 14.500000000000002 55.299834250000011 55.349623500000007 15.500000000000002 1.5000000000000002 92.815157350000007 56.028355650000009 110.05000000000001 114.05000000000001 56.009576300000013 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 9 -9 -6 11 12 14 -14 -11 -15 -16 -17 -13 24 -21 -22 23 -23 25 -10 -27 -26 -29 -30
right_child=1 -3 4 -5 7 -7 -8 8 19 10 -12 18 13 15 16 17 -18 -19 -20 20 21 22 -24 -25 27 26 -28 28 29 -31
leaf_value=-10.157887685068074 236.21972019361417 -221.30248408690204 -805.86010504573767 -66200.365556867735 -4896.1032624380432 -39672.514867694561 -43417.345437140219 -27328.759926886312 -1856.1309591844708 -38435.486870561079 2562.8914470170694 -44320.575325520833 -37853.528256082216 25381.811369105752 -972.90665560299703 36425.415753728696 58265.054315350513 -46999.447183352953 32415.198984917533 20255.805859543991 -20332.069047671197 44755.759584246378 677.84199723191773 3895.2627244555597 -84.17297524965818 -21042.946360503454 -139691.48135416667 101466.4162702288 22387.731830512155 -77855.006850961538
leaf_weight=4147874 92 85159 1730 129 2192 156 76 152 6116 110 42058 21 298 112 2209 22 37 73 180 614 379 205 16909 373 9557 1003 30 56 216 26
leaf_count=4147874 92 85159 1730 129 2192 156 76 152 6116 110 42058 21 298 112 2209 22 37 73 180 614 379 205 16909 373 9557 1003 30 56 216 26
internal_value=0 247.423 716.302 -38543.5 818.486 -5546.77 -2599.03 969.046 -176.591 1831.95 2158.81 -3391.39 -5343.74 -21915.2 -1791.7 1029.77 2.96358 -27680 24398 -60.2811 1451.34 805.085 1263.2 18387.3 -1703.11 -5126.44 -24488.7 780.233 28502.1 11617.9
internal_weight=0 170290 85131 221 84910 1962 1806 82948 35636 47312 45120 3062 2861 505 2356 207 2246 95 201 35484 18480 17866 17487 578 17004 7149 1033 9855 298 242
internal_count=4318164 170290 85131 221 84910 1962 1806 82948 35636 47312 45120 3062 2861 505 2356 207 2246 95 201 35484 18480 17866 17487 578 17004 7149 1033 9855 298 242
is_linear=0
shrinkage=0.1


Tree=2592
num_leaves=31
num_cat=0
split_feature=1 5 1 5 2 5 3 1 3 3 3 0 4 3 5 5 3 1 5 2 0 1 1 4 5 5 1 5 2 2
split_gain=8.79078e+11 3.89809e+12 1.39636e+13 1.51333e+13 1.48206e+13 1.38054e+13 1.12423e+13 2.03856e+13 1.15772e+13 2.14898e+13 1.04395e+13 2.79341e+13 1.49936e+13 9.14163e+12 8.65062e+12 8.28285e+12 9.7718e+12 2.51045e+13 3.20457e+13 1.27153e+13 9.40597e+12 1.31503e+13 1.30591e+13 1.28165e+13 9.97569e+12 9.11075e+12 8.04523e+12 9.02802e+12 5.00588e+13 1.53326e+13
threshold=86.067573200000012 123.15000000000002 91.910414550000013 128.92000000000004 4.5000000000000009 116.06000000000002 3.5000000000000004 114.17164950000002 16.500000000000004 11.500000000000002 9.5000000000000018 55.349623500000007 2.5000000000000004 8.5000000000000018 137.05000000000004 110.05000000000001 6.5000000000000009 113.46563545000002 112.04500000000002 15.500000000000002 56.009576300000013 92.815157350000007 113.46563545000002 3.5000000000000004 114.05000000000001 114.05000000000001 91.910414550000013 120.05000000000001 7.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 15 -7 8 9 13 12 14 -5 -8 -12 -2 17 18 -17 20 22 -22 25 -23 -25 -18 -15 28 -28 -29
right_child=1 2 -4 10 -6 6 7 -9 -10 -11 11 -13 -14 26 -16 16 19 -19 -20 -21 21 23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-9.1420969724127321 262.27067128506991 -10741.430968750001 -119.60652957146402 31878.706227678573 -112167.49354319852 -54322.983128720247 -2838.5129717221471 114423.65534446023 68499.943693462163 -46695.290157645097 28180.307471865701 104569.3386875 -41246.227770390076 -1927.9049546983508 -53004.363638392861 78529.61724759615 -9426.2903166118431 86140.633072437966 -53424.586672247031 32831.51766896803 -95241.444401041663 -51984.170070578839 -43556.78007748253 -32173.49237955729 50076.864156788797 45615.990232155542 24112.612794018816 55282.836995967751 183505.7434375 -51181.205208333333
leaf_weight=4147874 167608 25 1323 35 34 21 115 22 38 56 21 25 141 54 35 26 95 34 63 43 36 88 76 30 29 44 93 31 25 24
leaf_count=4147874 167608 25 1323 35 34 21 115 22 38 56 21 25 141 54 35 26 95 34 63 43 36 88 76 30 29 44 93 31 25 24
internal_value=0 222.681 -4630.61 -23516.9 -69190.3 269.846 17222.5 20503 15763.9 10728.8 -13031.5 16677.4 -26704.3 20131.6 -22560.1 221.56 -11876.6 13047.2 -14876.2 -18828.2 -24409.5 -41072.5 -10226.6 -27806.7 8254.65 7997.17 31768.4 42286.3 57882.3 8825.8
internal_weight=0 170290 1639 316 59 168651 479 458 436 398 257 81 176 342 56 168172 564 123 89 441 398 183 215 147 59 139 227 173 118 55
internal_count=4318164 170290 1639 316 59 168651 479 458 436 398 257 81 176 342 56 168172 564 123 89 441 398 183 215 147 59 139 227 173 118 55
is_linear=0
shrinkage=0.1


Tree=2593
num_leaves=31
num_cat=0
split_feature=3 0 0 3 5 1 0 3 1 3 5 5 1 3 3 0 2 5 1 1 1 2 5 2 5 3 2 2 4 4
split_gain=8.69957e+11 8.16339e+12 6.78544e+13 5.64098e+13 7.12962e+13 5.50788e+13 4.54067e+13 5.41898e+13 5.68887e+13 5.35622e+13 4.49051e+13 5.1371e+13 3.85782e+13 3.72537e+13 7.70372e+13 3.25971e+13 3.39999e+13 2.8062e+13 2.76628e+13 2.55104e+13 2.16719e+13 2.13396e+13 2.03856e+13 1.96634e+13 1.91751e+13 2.92752e+13 2.69286e+13 1.80589e+13 2.68041e+13 1.72511e+13
threshold=18.500000000000004 55.061033200000004 55.110554300000004 20.500000000000004 123.15000000000002 82.897133550000021 55.055104550000003 25.500000000000004 82.926290250000008 24.500000000000004 72.010000000000005 118.33500000000002 82.945329900000004 22.500000000000004 24.500000000000004 55.07108800000001 9.5000000000000018 41.005000000000003 82.981501350000016 82.926290250000008 82.911991800000024 13.500000000000002 41.365000000000002 15.500000000000002 80.815000000000012 19.500000000000004 20.500000000000004 16.500000000000004 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 12 -5 -2 8 10 -10 -8 20 15 -7 29 16 -3 -18 -14 -9 24 -13 -16 -19 -12 -26 -27 28 -21 -15
right_child=1 2 -4 5 -6 13 7 19 9 -11 11 21 18 14 22 -17 17 23 -20 27 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=18.041858082493036 -411.69802584582851 18446.705294701362 -25.076588328791225 -147971.20729166668 205557.52321428573 -14942.343906150709 -11632.600047582113 3834.7667687136632 -9934.9240563725489 -37075.262856142879 24613.250500000002 -81629.219042968762 -3879.6211234686889 23548.212540969849 13566.723386693235 23034.874908893602 40236.973286132816 151573.76831916362 34736.057987085464 50718.429980468754 25696.270687532829 37809.097265625001 -3525.4793482596197 66360.310503472225 179011.39949951172 16969.935699037065 157421.81328125001 13098.727704067889 168243.26076388892 65565.914209373455
leaf_weight=3717520 188203 124 401268 24 21 836 627 215 1785 1227 50 52 764 160 1129 1135 80 68 245 69 238 21 1827 45 32 43 20 58 27 251
leaf_count=3717520 188203 124 401268 24 21 836 627 215 1785 1227 50 52 764 160 1129 1135 80 68 245 69 238 21 1827 45 32 43 20 58 27 251
internal_value=0 -111.665 141.68 10115.5 22081.9 3089.05 -648.129 -10616.1 -13923.5 -20991.1 5732.7 29610 20516.2 3951.64 8642.87 30953.3 59304.7 85555.4 5496.83 26087.6 44263.4 -47270.3 3002.63 117639 74739.1 101121 61557.8 57155 83772.3 49208.7
internal_weight=0 600644 407977 6709 2482 4227 192667 4464 4095 3012 1083 456 2461 4203 3367 1452 317 193 1009 369 383 73 2956 113 145 95 63 154 96 411
internal_count=4318164 600644 407977 6709 2482 4227 192667 4464 4095 3012 1083 456 2461 4203 3367 1452 317 193 1009 369 383 73 2956 113 145 95 63 154 96 411
is_linear=0
shrinkage=0.1


Tree=2594
num_leaves=31
num_cat=0
split_feature=5 5 4 3 0 0 0 3 6 0 4 0 0 2 3 0 3 3 0 0 2 3 3 3 0 1 2 3 2 0
split_gain=8.38719e+11 6.53297e+12 2.41615e+13 3.23975e+13 3.64198e+13 1.95052e+13 1.93142e+13 3.05801e+13 1.67727e+13 2.91736e+13 1.62516e+13 4.78379e+13 3.71251e+13 3.09935e+13 5.0512e+13 4.58314e+13 4.03115e+13 3.82256e+13 2.75785e+13 3.34602e+13 2.74455e+13 5.59273e+13 2.73398e+13 3.55157e+13 3.91423e+13 2.92222e+13 7.78976e+13 2.99669e+13 2.79615e+13 6.96248e+13
threshold=142.05000000000004 137.05000000000004 2.5000000000000004 22.500000000000004 47.236539400000005 61.674413550000004 60.029906750000002 6.5000000000000009 1.5000000000000002 55.755036050000008 3.5000000000000004 55.349623500000007 55.535913550000011 13.500000000000002 10.500000000000002 50.565831500000009 13.500000000000002 11.500000000000002 44.039893800000009 45.03656895000001 3.5000000000000004 7.5000000000000009 4.5000000000000009 16.500000000000004 57.265292900000006 30.346469350000003 5.5000000000000009 6.5000000000000009 8.5000000000000018 56.197733450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 -8 -6 -10 13 -12 -13 14 18 16 17 -16 20 -20 -4 -22 -14 24 28 27 -27 -26 -24 -30
right_child=-2 2 5 -5 8 -7 7 -9 9 -11 11 12 22 -15 15 -17 -18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-1.1422140973934125 -634.83912624928098 22659.693750000002 10930.812065972223 68424.101822916666 -23394.458664772726 91185.928004807691 -134601.02393749999 31296.825234374999 -223495.15734375 -73589.908973817568 -8369.2380492861903 138541.755125 -32847.803615584467 48894.975227238581 24558.307213677301 -36502.035718298474 51990.920045664621 -131230.62656249999 -57320.806091101702 20858.869958351348 242802.88258928573 49970.334316037741 66911.748932461327 -12579.469973624466 60594.07681733631 -88599.916831487353 103029.09014008621 -35478.494355676528 93458.752247480908 -82494.812750509518
leaf_weight=4292468 20711 37 54 24 22 26 25 20 20 37 2020 25 106 208 36 372 142 28 59 759 21 53 307 234 105 79 29 47 44 46
leaf_count=4292468 20711 37 54 24 22 26 25 20 20 37 2020 25 106 208 36 372 142 28 59 759 21 53 307 234 105 79 29 47 44 46
internal_value=0 3.05952 3621.08 -37334.4 -59215.5 4804.52 4338.46 -60868.6 -97562.1 -126188 4953.11 550.588 18180.8 12685.5 7743.51 -15547.4 22293 -43599.4 21974.1 15220 65137.1 104693 15162.7 20874.4 32789.5 2628.23 -37144 30887.4 52542.4 3526.93
internal_weight=0 4.29745e+06 4985 140 116 4845 4819 45 79 57 4774 3042 1022 1732 1524 578 206 64 946 818 128 74 997 891 657 260 108 152 397 90
internal_count=4318164 4297453 4985 140 116 4845 4819 45 79 57 4774 3042 1022 1732 1524 578 206 64 946 818 128 74 997 891 657 260 108 152 397 90
is_linear=0
shrinkage=0.1


Tree=2595
num_leaves=31
num_cat=0
split_feature=2 0 1 5 5 1 5 5 5 5 4 6 6 5 0 2 0 0 0 5 5 2 5 0 0 3 2 5 5 6
split_gain=8.51529e+11 6.49898e+12 1.98299e+13 1.35416e+13 2.38157e+13 2.33449e+13 1.07951e+13 8.8253e+12 7.59259e+12 1.46281e+13 7.85149e+12 9.12692e+12 6.53004e+12 6.44233e+12 6.08688e+12 6.72675e+12 5.50915e+12 5.11767e+12 1.20046e+13 1.31116e+13 1.26801e+13 5.61087e+13 5.20988e+13 2.68525e+13 1.71282e+13 2.03128e+13 1.85862e+13 1.71237e+13 1.61575e+13 1.52177e+13
threshold=19.500000000000004 44.732363600000006 37.737121850000008 110.05000000000001 123.15000000000002 39.767857750000005 90.015000000000015 34.920000000000009 78.710000000000022 66.990000000000023 1.5000000000000002 1.5000000000000002 1.5000000000000002 36.995000000000012 44.580511600000001 22.500000000000004 44.893607100000004 59.896318000000008 56.911498950000002 34.920000000000009 120.05000000000001 21.500000000000004 142.05000000000004 57.157092150000004 57.157092150000004 21.500000000000004 20.500000000000004 96.015000000000015 79.730000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 9 10 11 -9 -12 -13 15 -14 -3 18 -18 -20 24 23 -23 -22 25 -21 28 29 -27 -28
right_child=1 16 3 4 -6 -7 -8 8 -10 -11 12 13 14 -15 -16 -17 17 -19 19 20 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=6.8201569981635748 87343.656909179699 -36131.671875 70663.120132048236 -109796.40126201924 25554.17716346154 98533.496417025861 -47480.815089285723 28999.958994838173 60529.656445312503 -71114.980921875002 -18850.692333984374 -58359.394335937504 93625.297001008061 -5363.3610689139668 -224.27946428571428 22248.866949728264 -402.38495472358636 -2039.6226805414099 -4841.1531493766897 -19587.023321322737 -181769.22167119567 167038.39386160715 -41325.82568359375 -38152.127988281252 5287.4325482299701 48688.513009510876 9871.2948122118341 -50258.168252840915 171585.96312500001 79944.167621527784
leaf_weight=4218655 32 43 23 26 26 29 35 56 24 25 20 32 31 81 21 23 76570 14879 1429 58 23 21 28 30 5755 23 61 22 20 63
leaf_count=4218655 32 43 23 26 26 29 35 56 24 25 20 32 31 81 21 23 76570 14879 1429 58 23 21 28 30 5755 23 61 22 20 63
internal_value=0 -289.139 11270.4 5884.7 -42121.1 12125.5 5371.19 10876.6 6483.34 1995.07 8918.37 -4011.45 31919.8 -20371.1 45458.6 63224.2 -345.638 -330.091 -27.6514 3781.37 5799.98 -29162.5 47973.1 -100477 6394.14 32180 48066.2 31047.6 105850 45472.8
internal_weight=0 99509 484 452 52 400 371 336 313 289 264 169 95 113 75 54 99025 98982 84103 7533 6104 102 49 53 6002 247 189 146 43 124
internal_count=4318164 99509 484 452 52 400 371 336 313 289 264 169 95 113 75 54 99025 98982 84103 7533 6104 102 49 53 6002 247 189 146 43 124
is_linear=0
shrinkage=0.1


Tree=2596
num_leaves=31
num_cat=0
split_feature=5 5 4 5 1 2 0 0 0 1 1 0 6 1 6 5 5 3 3 3 3 4 1 1 1 2 1 3 1 0
split_gain=8.55809e+11 7.66507e+12 9.27079e+12 1.17529e+13 8.19708e+12 8.93497e+12 7.97356e+12 2.77858e+13 2.29949e+13 1.8657e+13 3.48236e+13 1.74658e+13 1.63522e+13 1.57898e+13 1.59555e+13 1.33986e+13 1.27447e+13 1.65077e+13 2.10603e+13 1.87757e+13 1.2081e+13 1.20367e+13 1.19395e+13 1.19222e+13 1.35072e+13 1.58465e+13 1.26747e+13 1.70236e+13 1.59845e+13 1.93383e+13
threshold=34.010000000000012 35.505000000000003 1.5000000000000002 35.005000000000003 114.17164950000002 4.5000000000000009 55.034903650000011 55.751981950000008 55.762622900000004 37.533784800000006 37.615058950000012 55.020029900000004 1.5000000000000002 53.664171200000006 1.5000000000000002 34.920000000000009 34.305000000000007 23.500000000000004 21.500000000000004 28.500000000000004 17.500000000000004 1.0000000180025095e-35 61.310823700000007 37.362912300000012 37.314272700000011 17.500000000000004 37.457850350000008 4.5000000000000009 83.00362155000002 55.56564190000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 11 21 9 -9 -11 -2 16 14 -10 -16 -12 18 -18 -19 -17 -8 -15 24 -23 -26 -25 -28 29 -29
right_child=1 -3 3 -5 5 -7 7 8 13 10 12 -13 -14 22 15 20 17 19 -20 -21 -22 23 -24 26 25 -27 27 28 -30 -31
leaf_value=100.14204176508852 103.65345839071036 6.2587775237145777 -7725.2262323441146 5191.6836136512457 23628.008419506576 -6664.4390103948208 -19717.386347695283 -42579.940648437507 -2030.3254589504181 147464.83735119048 -7397.9523480224616 13496.077549435426 4017.2257802688205 -6742.0086834995855 5879.8740077254279 -528.03824729102985 44214.677286283055 112170.89946120689 -41295.59875422297 15766.240820312501 6952.8476786293586 -5596.5369910084928 -228.40837236791344 8656.0169977008354 -35145.315559835108 8988.1994418275117 8810.2826868071206 -633.73054280556676 -17687.014439841267 -8104.2342516372992
leaf_weight=712562 37166 3494072 3683 871 281 149 516 50 14430 21 60 1000 423 5982 6948 13830 130 58 37 31 2558 860 5314 817 402 102 957 7457 924 6473
leaf_count=712562 37166 3494072 3683 871 281 149 516 50 14430 21 60 1000 423 5982 6948 13830 130 58 37 31 2558 860 5314 817 402 102 957 7457 924 6473
internal_value=0 -19.7907 -835.883 -5254.73 -647.771 13131.3 -703.381 -1349.68 -121.677 16589.9 20482.6 454.553 16874.2 -397.58 583.551 2199.86 34084.7 43807.2 25269.3 78591.7 639.652 -4658.67 -3677.8 -4226.79 -13214.5 -26213.5 -3489.53 -4117.12 -4950 -4105.13
internal_weight=0 3.6056e+06 111530 4554 106976 430 106546 68380 49872 810 760 38166 739 49062 37766 23336 316 256 167 89 16388 18508 11296 17992 1364 504 16628 15811 14854 13930
internal_count=4318164 3605602 111530 4554 106976 430 106546 68380 49872 810 760 38166 739 49062 37766 23336 316 256 167 89 16388 18508 11296 17992 1364 504 16628 15811 14854 13930
is_linear=0
shrinkage=0.1


Tree=2597
num_leaves=31
num_cat=0
split_feature=1 3 3 0 0 0 6 5 1 1 1 6 4 5 5 5 4 1 0 1 2 1 6 0 5 4 5 2 0 1
split_gain=8.4415e+11 8.38055e+12 1.47299e+13 1.10033e+14 2.90338e+14 1.19703e+14 1.36261e+14 4.88316e+13 4.38922e+13 3.84898e+13 6.44686e+13 1.34299e+14 5.37053e+13 2.68137e+13 4.87677e+13 2.52968e+13 3.19912e+13 2.4352e+13 4.82432e+13 1.22446e+14 4.77638e+13 4.60634e+13 7.00546e+13 4.56415e+13 5.50459e+13 3.30969e+13 3.3213e+13 3.26082e+13 3.44192e+13 1.03898e+14
threshold=30.305955500000003 11.500000000000002 10.500000000000002 59.990816400000007 59.982527000000012 60.003414000000006 1.5000000000000002 70.50500000000001 30.243224600000001 30.243224600000001 30.278357500000002 1.5000000000000002 2.5000000000000004 59.810000000000009 51.815000000000005 132.05000000000004 3.5000000000000004 30.243224600000001 59.963407450000012 30.278357500000002 7.5000000000000009 30.278357500000002 1.5000000000000002 59.950068600000009 61.845000000000006 2.5000000000000004 72.705000000000013 7.5000000000000009 59.939091550000008 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 6 -5 8 -8 12 11 -11 13 14 -6 16 17 23 21 25 -21 27 -23 -4 -25 26 -20 -19 -29 -30
right_child=-2 -3 3 5 9 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 19 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=245.47397979920686 9.0332200248023948 -911.22482201767309 13756.728516251003 36677.106672989459 -84340.794149305555 -5650.5932181603275 37617.279573567706 298643.52667968749 170074.82814405489 87070.427367322205 -159289.03559229651 -143145.03059027778 -276296.98415178573 -694.64910714285725 -224918.5018382353 -80691.648868534481 112520.71152343751 -18958.700273173567 -391.83350694444448 92693.869786658659 265761.02921195654 94521.075385742195 -113967.8227327278 137076.52700737849 -9233.9413964843752 30991.75983023295 -144192.28911637931 67320.87925568955 -118989.59746093751 85034.862890625009
leaf_weight=83655 4145141 86654 468 347 90 366 36 20 82 58 43 45 21 21 34 29 32 370 36 52 23 20 83 72 40 82 29 115 48 52
leaf_count=83655 4145141 86654 468 347 90 366 36 20 82 58 43 45 21 21 34 29 32 370 36 52 23 20 83 72 40 82 29 115 48 52
internal_value=0 -216.41 480.697 7731.1 -5877.55 37523 70103.5 154154 129664 -93896.1 -56444.3 -13509.1 -126836 -105190 -122886 11828.3 13591.2 11466.5 1260.23 41793.8 145768 -11818.9 -73484.5 27479.8 84822.8 -11254.1 -64549 -961.548 30010.3 -12896.9
internal_weight=0 173023 86369 2714 1863 851 485 138 118 312 146 103 166 145 124 1551 1522 1490 910 222 75 688 103 580 112 147 65 585 215 100
internal_count=4318164 173023 86369 2714 1863 851 485 138 118 312 146 103 166 145 124 1551 1522 1490 910 222 75 688 103 580 112 147 65 585 215 100
is_linear=0
shrinkage=0.1


Tree=2598
num_leaves=31
num_cat=0
split_feature=3 4 2 5 0 1 3 5 1 0 4 0 5 1 1 0 1 1 3 0 1 1 1 1 0 2 0 3 3 0
split_gain=8.92933e+11 7.42687e+12 1.27468e+13 1.96557e+13 2.11114e+13 3.5904e+13 4.27481e+13 6.67724e+13 3.41069e+13 3.13389e+13 2.72952e+13 5.55862e+13 8.42092e+13 2.94755e+13 4.0013e+13 3.28849e+13 2.68216e+13 4.21025e+13 3.99218e+13 9.28626e+13 8.79041e+13 4.96053e+13 3.78239e+13 4.31402e+13 3.54126e+13 2.63963e+13 2.56454e+13 2.49568e+13 2.36115e+13 2.35769e+13
threshold=9.5000000000000018 3.5000000000000004 2.5000000000000004 161.85000000000002 55.795550600000006 49.111504200000006 7.5000000000000009 177.02500000000003 49.148175700000003 55.784980300000008 5.5000000000000009 47.249522000000006 225.45000000000002 91.398302750000013 82.91993380000001 45.133160800000006 37.275078000000001 37.712318250000003 6.5000000000000009 55.043101600000007 44.083877800000003 82.837870700000011 39.704585000000002 57.550671000000001 53.340367100000002 4.5000000000000009 56.320495600000008 5.5000000000000009 4.5000000000000009 55.020029900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 9 6 -6 -8 -7 10 13 28 25 14 15 -5 -17 -18 19 22 -20 -21 -19 24 -24 -13 -9 -16 -12 -22
right_child=-2 2 3 4 5 8 7 26 -10 -11 11 12 -14 -15 27 16 17 18 20 21 29 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-91.385159690174603 41.044995240580711 2601.6927860854266 452.34280522365492 -2416.1269164173314 -4411.5767922030736 140502.74266304349 -226550.02269021739 47912.500360576931 16128.330185308689 -123401.22451923077 -116153.77014903195 233820.49440465859 -43025.989616935491 -77121.886835430196 59783.197531597434 -5210.843708881579 -172766.13512500003 -247264.89772727271 155238.95482003348 -38171.803280558634 16838.697044836958 117494.35887500002 -104905.6519281915 -187473.88645833335 48818.954367897735 86257.995667613635 -98786.685049715918 -2764.5987701231061 1504.0125059185607 -52773.474126420449
leaf_weight=1857116 2379540 28234 50157 564 602 23 23 26 533 26 23 27 31 77 104 228 25 22 28 113 69 25 47 39 22 22 22 165 66 165
leaf_count=1857116 2379540 28234 50157 564 602 23 23 26 533 26 23 27 31 77 104 228 25 22 28 113 69 25 47 39 22 22 22 165 66 165
internal_value=0 -50.3802 883.897 -26.496 -7731.7 2468.64 -13066.9 -86454 21273.3 -14371.6 -12849.2 25471.9 85962.8 -16674.5 -13794.3 -20826.2 -34087.1 -45949.8 -39967.9 -67104.2 -12210.2 -9971.41 -127753 -103408 -55892 167568 -19324.6 21417.4 -28901.9 -32246.8
internal_weight=0 1.93862e+06 81508 53274 3117 1229 673 71 556 1888 1862 169 80 1693 1616 1347 783 555 530 268 262 138 130 108 69 49 48 269 89 234
internal_count=4318164 1938624 81508 53274 3117 1229 673 71 556 1888 1862 169 80 1693 1616 1347 783 555 530 268 262 138 130 108 69 49 48 269 89 234
is_linear=0
shrinkage=0.1


Tree=2599
num_leaves=31
num_cat=0
split_feature=5 3 3 4 2 1 1 1 3 1 3 2 1 1 1 0 1 0 1 1 3 3 4 1 3 3 0 0 4 3
split_gain=9.12133e+11 3.1712e+12 3.83382e+12 4.4376e+12 3.70412e+12 4.63277e+12 4.89205e+12 6.04382e+12 4.88427e+12 1.05914e+13 4.56786e+12 4.02783e+12 8.98903e+12 3.70379e+13 2.40827e+13 2.69155e+13 1.80814e+13 1.18562e+13 8.75398e+12 3.4866e+13 1.14215e+13 1.45795e+13 1.31063e+13 1.08921e+13 1.02241e+13 3.34004e+13 3.21453e+13 2.61731e+13 2.79452e+13 5.13115e+13
threshold=225.45000000000002 32.500000000000007 24.500000000000004 3.5000000000000004 16.500000000000004 37.971176850000006 39.071052600000009 53.140944450000006 20.500000000000004 38.996948700000011 21.500000000000004 4.5000000000000009 83.053286850000021 82.940215400000014 84.920232800000022 56.009576300000013 82.907204800000002 59.950068600000009 37.582182450000005 37.417247200000006 9.5000000000000018 13.500000000000002 2.5000000000000004 37.737121850000008 13.500000000000002 9.5000000000000018 42.966471700000007 43.514103700000014 3.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 -6 8 -8 -7 -10 11 -2 13 16 -14 -16 17 18 19 20 22 -22 -13 -20 25 26 -25 -28 -29 -30
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 12 14 -15 15 -17 -18 -19 23 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-1.4446145346090262 3582.361159760268 36973.317039062502 4940.3096737132355 -44486.649178685904 -20000.129185267859 76779.348875000011 -30231.509598214285 41743.606328125003 -22642.045492788464 65993.596512276781 -33441.661842105263 -26532.77587890625 98668.866481854842 -131625.0860054348 -47822.864895241481 61615.539762798107 60941.479929315479 -58022.291052827379 -80416.741523437508 123931.05816180891 -81332.200806451612 12841.088638392859 78801.301721643526 -125647.47662760418 -23861.679093583014 38726.935727251839 49354.40238839286 7964.6596930609812 -196924.015625 -27033.720676879882
leaf_weight=4313902 2698 25 34 39 28 25 28 20 26 28 38 21 31 23 55 38 42 42 20 26 31 35 27 24 231 170 70 207 20 160
leaf_count=4313902 2698 25 34 39 28 25 28 20 26 28 38 21 31 23 55 38 42 42 20 26 31 35 27 24 231 170 70 207 20 160
internal_value=0 1462.2 1252.67 -21465.9 1650.96 16819.3 24937 -241.878 40235.6 23317.2 1064.5 1394.71 -3241.82 -6002.35 22337.6 -3106.1 -3436.35 -5930.69 -3831.03 19434.2 -4398.36 -31391.8 32717.6 -7442.05 -5787.29 626.201 -12839.8 -6915.5 -17093.5 -45910.4
internal_weight=0 4262 4237 73 4164 155 127 48 79 54 4009 3971 1273 1149 124 93 1126 1084 1042 140 114 66 48 902 882 651 481 457 387 180
internal_count=4318164 4262 4237 73 4164 155 127 48 79 54 4009 3971 1273 1149 124 93 1126 1084 1042 140 114 66 48 902 882 651 481 457 387 180
is_linear=0
shrinkage=0.1


Tree=2600
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 5 2 3 1 0 0 3 5 3 5 1 5 2 1 0 4 3 2 6 3 3 0 1 0 1
split_gain=9.16973e+11 1.43726e+13 8.70602e+13 1.15552e+14 7.02459e+13 9.53169e+13 6.9471e+13 6.70598e+13 8.4362e+13 9.97889e+13 5.20317e+13 4.56597e+13 7.57789e+13 4.25761e+13 4.00061e+13 3.4519e+13 3.44961e+13 5.03806e+13 3.21506e+13 4.27686e+13 5.40262e+13 7.33938e+13 3.81285e+13 3.08042e+13 2.98578e+13 3.22099e+13 2.96896e+13 2.60868e+13 2.53345e+13 2.38174e+13
threshold=82.91993380000001 55.055104550000003 82.957885500000017 41.505000000000003 7.5000000000000009 120.05000000000001 3.5000000000000004 17.500000000000004 82.933113850000026 55.07108800000001 55.120365700000008 4.5000000000000009 58.040000000000006 19.500000000000004 52.405000000000008 82.95335685000002 82.00500000000001 23.500000000000004 82.926290250000008 55.099723300000008 2.5000000000000004 11.500000000000002 11.500000000000002 1.5000000000000002 16.500000000000004 10.500000000000002 55.110554300000004 82.95335685000002 55.061033200000004 82.940215400000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 10 14 13 16 11 15 -13 -9 -6 -5 -10 23 22 20 21 -20 -16 -18 25 26 -21 -22 -23 -14
right_child=1 2 -4 4 7 -7 -8 8 9 -11 -12 12 29 -15 18 -17 17 -19 19 24 27 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=24.01851211932086 93.829485546633876 2546.0032087818108 199.90712520523243 -23722.588055174474 -8005.1067575571869 219690.63906250001 -16316.674574432063 22935.58580546248 29280.646390287475 -1225.9755124951723 -19927.225681901415 7518.2135193076028 4032.9330960561001 -23696.492498218806 -12368.322259925368 29303.164890176748 61905.813479313387 -46220.711500000005 37444.033160895277 -28167.01334978603 -44540.093426066407 20080.754186617945 42945.217808219182 156079.35041360295 -29520.777841320269 6360.3031592278967 -6188.4564036550864 36142.569649747522 -51083.71328652872 61599.609626064019
leaf_weight=3395675 760397 11169 130368 373 3305 20 1473 218 366 2616 440 819 83 1922 851 183 71 25 222 1306 1774 62 146 68 1506 709 1161 41 259 536
leaf_count=3395675 760397 11169 130368 373 3305 20 1473 218 366 2616 440 819 83 1922 851 183 71 25 222 1306 1774 62 146 68 1506 709 1161 41 259 536
internal_value=0 -88.412 -943.333 -5641.41 -10090.2 1939.11 824.432 -12931.2 -3628.82 6790.45 11197.8 18065.9 27475.3 -18946.1 -17266.6 -6269.87 46358.3 84470.7 -21075.1 -23455.3 -34438.2 -6764.46 -4268.25 107976 -17923.9 -12424.9 -17823.6 -42717.5 -37338.6 53880.7
internal_weight=0 922489 162092 31724 20555 3927 3907 16628 5286 3146 2434 1994 1438 2140 11342 556 530 164 8037 7040 2358 543 997 139 4682 3176 2467 1815 321 619
internal_count=4318164 922489 162092 31724 20555 3927 3907 16628 5286 3146 2434 1994 1438 2140 11342 556 530 164 8037 7040 2358 543 997 139 4682 3176 2467 1815 321 619
is_linear=0
shrinkage=0.1


Tree=2601
num_leaves=31
num_cat=0
split_feature=1 1 2 6 0 5 5 3 3 5 5 0 5 5 3 5 3 3 5 5 5 5 5 5 6 0 5 5 5 5
split_gain=9.15301e+11 1.0832e+13 2.50334e+13 1.59874e+13 1.7157e+13 1.48836e+13 1.48768e+13 1.43501e+13 2.78398e+13 1.38081e+13 6.86392e+13 2.72274e+13 3.64821e+13 2.04488e+13 1.75229e+13 1.54965e+13 1.31682e+13 3.9037e+13 1.92408e+13 1.84927e+13 1.47917e+13 2.46672e+13 3.3994e+13 3.07509e+13 2.97302e+13 2.3137e+13 2.18218e+13 1.61448e+13 1.5295e+13 5.9573e+13
threshold=83.011163250000024 83.00362155000002 1.5000000000000002 1.5000000000000002 55.012873400000011 33.805000000000007 58.005000000000003 3.5000000000000004 16.500000000000004 87.00500000000001 85.91500000000002 55.012873400000011 99.555000000000021 79.010000000000005 26.500000000000004 76.730000000000018 16.500000000000004 13.500000000000002 64.805000000000021 41.005000000000003 59.245000000000012 39.505000000000003 41.305000000000007 39.005000000000003 1.5000000000000002 55.017766000000002 63.145000000000003 63.805000000000007 48.010000000000012 48.945000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 -6 -3 -5 -9 10 13 12 14 15 -11 16 17 18 20 -18 21 23 25 24 -4 -23 -22 -28 -24 -30
right_child=-2 2 9 4 5 -7 -8 8 -10 11 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 26 22 28 -25 -26 -27 27 -29 29 -31
leaf_value=-1.3053471856446137 -146.26617169632502 -3262.4982154039053 -9196.7430677213306 -9891.9064351222842 11537.116045609597 -9729.9431746711853 11473.218227275676 48349.521406046551 -6470.959478793864 84554.077958751877 49685.43049308801 -18228.623268384959 -2969.7421374339792 18364.481190194125 -17574.833547247024 -23098.782506771749 9032.1528199395016 41384.323752289376 26911.487056741156 -7322.0577822746964 -16115.85205658312 17163.792106046476 10384.469657710926 -11917.133527163667 6401.9078161458756 62416.962565104164 41596.739900056309 593.86122278792141 -19481.605083892104 7575.9422842393033
leaf_weight=3893654 389267 1588 1578 230 355 4506 1205 192 179 84 321 794 355 854 21 232 953 273 340 2519 951 333 4112 1757 5414 171 111 712 1016 4087
leaf_count=3893654 389267 1588 1578 230 355 4506 1205 192 179 84 321 794 355 854 21 232 953 273 340 2519 951 333 4112 1757 5414 171 111 712 1016 4087
internal_value=0 14.4918 1759.76 -3059.16 -6206.11 -8176.8 3095.02 9733.22 21899.7 3233.75 3733.07 -7013.01 12346.1 3152.63 64128.3 2623.67 2868.97 3818.28 3320 -2833.13 2923.74 3761.56 7229.07 -90.4029 2881.5 32517.5 -5798.26 6124.02 5845.96 2188.82
internal_weight=0 3.9289e+06 35243 8255 5462 4861 2793 601 371 26988 25734 1254 460 25413 105 24559 24327 20855 20582 3472 20242 18468 9719 8749 6992 504 1774 823 9215 5103
internal_count=4318164 3928897 35243 8255 5462 4861 2793 601 371 26988 25734 1254 460 25413 105 24559 24327 20855 20582 3472 20242 18468 9719 8749 6992 504 1774 823 9215 5103
is_linear=0
shrinkage=0.1


Tree=2602
num_leaves=31
num_cat=0
split_feature=5 1 1 3 3 4 0 5 5 3 5 0 0 0 0 2 0 4 2 3 3 3 0 0 5 4 0 0 0 0
split_gain=8.75103e+11 6.30515e+12 3.62191e+13 3.31602e+13 6.09483e+13 3.87944e+13 3.62409e+13 3.88283e+13 5.54109e+13 4.06726e+13 4.81566e+13 3.33368e+13 3.30488e+13 9.21414e+13 5.01439e+13 4.62465e+13 4.16911e+13 3.6514e+13 4.66063e+13 6.89785e+13 3.80753e+13 8.04319e+13 3.47183e+13 3.21692e+13 3.2721e+13 3.20668e+13 3.64087e+13 3.62926e+13 3.18506e+13 3.17708e+13
threshold=96.015000000000015 37.342273500000012 36.761894450000007 7.5000000000000009 4.5000000000000009 3.5000000000000004 55.299834250000011 123.15000000000002 109.05000000000001 5.5000000000000009 103.45000000000002 55.727011600000004 55.695992150000002 55.68356880000001 55.86787755000001 14.500000000000002 55.851332700000007 3.5000000000000004 2.5000000000000004 16.500000000000004 22.500000000000004 10.500000000000002 55.993277250000013 55.885524800000006 142.05000000000004 4.5000000000000009 55.806974650000008 55.674875350000008 55.851332700000007 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 23 6 -6 8 9 -8 11 -11 13 -5 16 -15 -14 18 -16 -20 21 -19 -21 25 -25 26 27 -4 29 -7
right_child=1 -3 3 12 5 28 7 -9 -10 10 -12 -13 14 15 17 -17 -18 20 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.5272170619035137 -294.48083893046754 83.765468369855739 10989.213734580593 -16169.487938865674 -26282.733372434359 56630.10286236387 114990.82537006581 -52331.250077097044 182314.95951822918 24061.224715909091 94457.897265625012 -139182.47931034485 -43011.846959787654 114195.03975395116 -172866.47233664774 -16853.702854567306 -153961.03181423611 -50917.457867005818 77076.298215379909 -106177.92172232101 -30271.114254557291 117943.04937118903 26416.358705847608 -109931.05748604912 19658.017910879629 -81295.682104952837 77551.871100983801 -70395.387555803565 -49522.939595170457 166331.49261363636
leaf_weight=4168594 26101 120129 190 1226 169 132 38 38 30 22 28 29 572 87 22 39 36 43 51 67 75 82 28 70 27 53 54 77 22 33
leaf_count=4168594 26101 120129 190 1226 169 132 38 38 30 22 28 29 572 87 22 39 36 43 51 67 75 82 28 70 27 53 54 77 22 33
internal_value=0 -237.658 -1549.17 -11354.2 3758.34 26656.6 7193.8 37775.1 61067.9 29978.9 -10913 -68763.6 -17923.7 -7800.38 -31947 73632.3 -49581.2 -2812.2 -37181.2 -16735.4 26057.7 59855 -67097.5 -22543 -73859.9 -9233.59 2664.51 -12481.3 63500.6 78570.4
internal_weight=0 149570 29441 3340 1012 541 354 185 147 117 79 51 2328 1352 976 126 608 368 168 146 200 125 95 471 97 374 321 267 187 165
internal_count=4318164 149570 29441 3340 1012 541 354 185 147 117 79 51 2328 1352 976 126 608 368 168 146 200 125 95 471 97 374 321 267 187 165
is_linear=0
shrinkage=0.1


Tree=2603
num_leaves=31
num_cat=0
split_feature=1 0 0 5 5 3 4 0 2 3 1 3 5 5 3 2 1 3 3 1 5 6 0 0 1 1 5 5 5 5
split_gain=8.80957e+11 5.98445e+12 4.42368e+13 1.61907e+13 1.57007e+13 1.8057e+13 1.27821e+13 1.16254e+13 1.15067e+13 1.07368e+13 1.40955e+13 1.60721e+13 1.58081e+13 1.1731e+13 1.01342e+13 8.96209e+12 8.42495e+12 1.156e+13 8.25212e+12 8.43191e+12 8.24481e+12 8.11075e+12 7.50287e+12 1.26486e+13 1.213e+13 1.01004e+13 7.13895e+12 1.34268e+13 1.25983e+13 1.36233e+13
threshold=83.000022850000008 56.301440000000007 56.501468900000013 112.04500000000002 56.205000000000005 17.500000000000004 2.5000000000000004 61.785186750000001 4.5000000000000009 11.500000000000002 86.192907650000009 3.5000000000000004 29.610000000000003 69.610000000000014 9.5000000000000018 9.5000000000000018 93.043229050000022 5.5000000000000009 5.5000000000000009 114.17164950000002 79.010000000000005 1.5000000000000002 56.663136550000011 56.635684300000008 103.85249100000001 86.192907650000009 63.005000000000003 59.510000000000012 78.710000000000022 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 22 6 7 -6 -5 10 11 -3 -13 14 -14 -8 -12 -18 -9 -20 -17 -11 23 24 -4 -24 27 -21 -28 -30
right_child=1 2 4 8 5 -7 15 18 -10 21 16 12 13 -15 -16 20 17 -19 19 26 -22 -23 25 -25 -26 -27 28 -29 29 -31
leaf_value=16.989802286275804 -176.88259097957075 -41855.431056213383 4475.4963767254403 123216.2366677989 -22875.24225324416 -95114.073428622156 -571.34038822948605 -17397.96664979151 20833.286569940479 19511.23412176394 -32210.941921068275 -16137.625374474159 39141.991777052244 65965.09875073703 8418.7498447852813 -8341.3825796274032 21183.201508028818 2346.9110087002355 -26829.046755907009 27575.282880725601 -80228.01307870372 -14579.443936695774 -53524.169738051474 16942.750841679266 -31637.078723254504 1139.6270517439098 30988.558111298975 -26481.017046922254 -64672.391666666663 27647.180890877018
leaf_weight=3782924 520227 32 574 23 604 22 3684 326 21 102 46 65 335 106 158 39 623 683 82 73 27 221 34 838 111 5795 201 124 33 31
leaf_count=3782924 520227 32 574 23 604 22 3684 326 21 102 46 65 335 106 158 39 623 683 82 73 27 221 34 838 111 5795 201 124 33 31
internal_value=0 -120.079 1848.26 14246.2 -528.392 -4707.63 -4326.9 -12216.7 74351.6 13130.8 15803.3 27366 30701.9 35784.7 29295.6 -1225.68 9850.87 11332.4 -4817.01 2722.32 -37749.5 -3813.97 2453.69 8703.38 -1376.32 820.778 7967.37 -6450 18685.2 -19955.1
internal_weight=0 535240 15013 2415 12598 5246 5224 1474 44 2371 2048 696 664 599 493 3750 1352 1306 870 544 66 323 7352 1523 685 5829 462 197 265 64
internal_count=4318164 535240 15013 2415 12598 5246 5224 1474 44 2371 2048 696 664 599 493 3750 1352 1306 870 544 66 323 7352 1523 685 5829 462 197 265 64
is_linear=0
shrinkage=0.1


Tree=2604
num_leaves=31
num_cat=0
split_feature=3 2 1 0 6 0 0 1 3 3 5 0 0 2 2 1 5 5 2 4 5 0 5 5 5 1 1 1 0 0
split_gain=8.48418e+11 7.39228e+12 1.56435e+13 1.53398e+13 1.45553e+13 2.15457e+13 1.47537e+13 4.70068e+13 4.54328e+13 6.31175e+13 2.81779e+13 2.2666e+13 4.87405e+13 2.72274e+13 2.26956e+13 2.10259e+13 1.95081e+13 1.89737e+13 1.52165e+13 1.39728e+13 1.37938e+13 2.75669e+13 1.35195e+13 1.30758e+13 2.12465e+13 3.76474e+13 1.72406e+13 2.76936e+13 3.0541e+13 2.22063e+13
threshold=22.500000000000004 18.500000000000004 82.945329900000004 56.009576300000013 1.5000000000000002 43.514103700000014 59.896318000000008 30.226173900000003 19.500000000000004 20.500000000000004 44.905000000000008 55.601678500000013 55.628356700000005 21.500000000000004 19.500000000000004 30.259484550000003 56.505000000000003 54.990000000000002 20.500000000000004 3.5000000000000004 142.05000000000004 45.084117700000007 55.405000000000008 40.405000000000008 55.990000000000002 65.58467570000002 37.457850350000008 37.66934650000001 55.87722990000001 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 19 6 -6 11 8 -8 17 -9 20 13 14 -13 -12 -16 -10 -18 -4 -3 -22 -15 -14 -25 26 29 28 -28 -26
right_child=-2 2 3 -5 5 -7 7 10 9 -11 15 12 23 22 16 -17 18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-3.0439338055443734 145.20716320203675 -3556.4904992515658 -13490.222612769719 24593.490889051125 -105040.2371047247 -3647.4694807640626 -33379.067283774326 -43.673634308459718 102047.03568960336 -20605.470173756672 -89098.35582586551 43094.762295420849 9896.1769810842707 32610.186686862246 -19050.244338759934 -22476.868668693107 -6182.5964949898098 214669.69345238098 55940.371891983697 -70288.457022569448 32065.156835937501 -121651.41079799108 100330.53369932433 -9380.022758457153 -55866.742050137364 142220.38638916015 45604.349054352759 1339.4638108062745 -3869.0754753784818 -2152.0478424637972
leaf_weight=3927008 368079 2916 1155 103 21 10435 53 816 52 41 51 274 1906 49 173 666 69 21 92 45 20 28 74 1541 91 20 353 1320 193 499
leaf_count=3927008 368079 2916 1155 103 21 10435 53 816 52 41 51 274 1906 49 173 666 69 21 92 45 20 28 74 1541 91 20 353 1320 193 499
internal_value=0 -13.5308 -1798.07 -12441.3 -1161.16 -3851.11 1323.92 -7263.91 43117.3 78681.4 -12752.3 2841.83 6081.82 30444 21763.5 -27215.6 4264.14 134445 29316.2 -15620.2 -4431.74 -57602.8 73352.5 3075.11 -161.378 5576.07 4463.33 9174.54 28116.5 -10436.9
internal_weight=0 3.95008e+06 23077 1303 21774 10456 11318 1700 167 114 1533 9618 6654 731 608 717 334 73 161 1200 2964 48 123 5923 4017 2476 2456 1866 546 590
internal_count=4318164 3950085 23077 1303 21774 10456 11318 1700 167 114 1533 9618 6654 731 608 717 334 73 161 1200 2964 48 123 5923 4017 2476 2456 1866 546 590
is_linear=0
shrinkage=0.1


Tree=2605
num_leaves=31
num_cat=0
split_feature=0 6 3 0 0 5 1 0 0 1 1 1 0 4 0 5 5 3 5 5 5 5 5 5 5 3 4 0 5 3
split_gain=8.61637e+11 1.13548e+13 2.07298e+13 2.83827e+13 5.91893e+13 7.38099e+13 7.03857e+13 3.70453e+13 5.5714e+13 4.65926e+13 7.9568e+13 7.06076e+13 2.92991e+13 2.87184e+13 2.7054e+13 4.00911e+13 8.22139e+13 9.76109e+13 2.75523e+13 2.70452e+13 3.08914e+13 6.04696e+13 3.52643e+13 3.82463e+13 4.64784e+13 3.43224e+13 2.79453e+13 2.68845e+13 2.67693e+13 2.63445e+13
threshold=57.581016350000006 1.5000000000000002 5.5000000000000009 59.916647550000008 59.896318000000008 50.805000000000007 30.332994000000003 59.853570100000006 59.755965500000009 30.502469200000004 30.578016350000002 30.226173900000003 59.820733200000006 1.5000000000000002 59.950068600000009 50.005000000000003 44.905000000000008 4.5000000000000009 35.710000000000008 98.020000000000024 84.030000000000015 79.010000000000005 69.015000000000015 56.835000000000008 57.995000000000012 4.5000000000000009 2.5000000000000004 59.982527000000012 37.995000000000012 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 -2 11 -11 -10 -13 -14 15 16 18 -18 -5 20 21 22 23 -17 -25 -26 -24 -16 -12 -4
right_child=1 -3 29 14 5 6 -8 -9 9 10 28 12 13 -15 27 19 17 -19 -20 -21 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-17.846541202697747 1911.4543323744635 426.89939088684218 -3060.4809572003869 3336.2346640912228 3767.9277706261842 265938.30657552084 72739.548205566403 -24931.506369437426 35495.290514783461 123628.00920649512 -2540.7237324927137 -3544.6510898407441 -29041.82036539714 -169250.43385416668 80722.605773628049 -101424.05000829157 -34640.955484169412 177081.67302389708 -58367.965034412198 34991.784051067072 -122111.81458834135 120982.43552024149 -138169.54026442309 139200.6476171875 16974.33118881777 -84338.173720005594 -22783.676663306454 -1036.5228319537634 43685.386072162022 -158.89989618649338
leaf_weight=3723780 7716 391117 39515 170 132 24 88 408 622 102 193 731 48 21 41 53 38 51 126 41 52 22 65 20 83 56 31 2111 357 150350
leaf_count=3723780 7716 391117 39515 170 132 24 88 408 622 102 193 731 48 21 41 53 38 51 126 41 52 22 65 20 83 56 31 2111 357 150350
internal_value=0 111.808 -494.478 3306.56 5756.73 54430.2 114139 4592.15 5822.56 20373.2 42508.3 10224.1 -9424.26 -71714 -5336.91 -20939.1 2409.36 86683.2 -22929.7 -42190 -50473.9 -39185.5 -50626.1 -27856.3 -3333.68 -23842.2 -100910 521.156 27464.2 -762.781
internal_weight=0 594384 203267 13402 10442 244 112 10198 9790 2074 652 1422 800 69 2960 808 385 89 296 423 382 330 308 212 159 139 96 2152 550 189865
internal_count=4318164 594384 203267 13402 10442 244 112 10198 9790 2074 652 1422 800 69 2960 808 385 89 296 423 382 330 308 212 159 139 96 2152 550 189865
is_linear=0
shrinkage=0.1


Tree=2606
num_leaves=31
num_cat=0
split_feature=3 1 1 5 3 0 6 3 2 5 5 4 2 3 5 5 2 2 2 5 0 3 5 5 5 2 5 6 3 2
split_gain=8.85136e+11 7.08234e+12 1.57863e+13 8.32111e+12 1.10222e+13 8.22167e+12 1.63203e+13 2.47832e+13 1.81319e+13 1.73196e+13 3.77349e+13 2.08421e+13 2.63188e+13 1.44092e+13 1.72996e+13 2.21011e+13 2.37921e+13 4.18402e+13 2.65255e+13 2.1328e+13 2.43534e+13 1.62646e+13 1.33445e+13 1.72665e+13 1.66197e+13 1.61592e+13 2.07668e+13 3.07348e+13 1.30221e+13 1.68313e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 100.05000000000001 15.500000000000002 54.725565150000001 1.5000000000000002 15.500000000000002 14.500000000000002 74.610000000000014 69.015000000000015 2.5000000000000004 7.5000000000000009 15.500000000000002 37.505000000000003 90.015000000000015 2.5000000000000004 3.5000000000000004 8.5000000000000018 85.91500000000002 54.708501450000007 14.500000000000002 66.040000000000006 68.52500000000002 80.815000000000012 13.500000000000002 90.015000000000015 1.5000000000000002 13.500000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 13 7 -7 9 10 -8 12 -11 14 -2 19 -17 -18 -19 21 -21 -16 -15 -24 -25 26 -26 -28 -20 -30
right_child=1 2 -4 4 -6 6 8 -9 -10 11 -12 -13 -14 22 15 16 17 18 28 20 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-50.159725944605491 -9049.4059593434777 -5013.0928397336702 42.473456776485065 -72282.107285610473 -2221.8638962765958 1337.3115964507306 -12588.559430229374 63742.090359074522 51351.746250000004 -19325.13166015625 -79816.835780552472 -19416.181513935811 89027.21286764706 6469.9823739168232 16464.579077961687 -79278.984915865396 114174.38346774195 -31880.129812988285 41865.051092367263 31412.609052734377 162401.49744318181 86423.673069852943 -19318.441307285124 34841.953258175621 -22231.041150323275 -91022.389772727271 142546.50511363635 -21088.929439290368 29529.445907738096 -66736.886315917975
leaf_weight=1938624 359 4948 2366053 43 47 3039 328 65 40 40 112 148 51 1319 1471 39 31 200 113 40 22 34 597 143 116 22 22 24 42 32
leaf_count=1938624 359 4948 2366053 43 47 3039 328 65 40 40 112 148 51 1319 1471 39 31 200 113 40 22 34 597 143 116 22 22 24 42 32
internal_value=0 40.8654 30.567 -5561.2 -35695.1 2930.97 -500.484 2644.11 -14076 -17930.4 -29701.2 3739.7 41399.8 5766.77 11181.4 14769.8 -4580.07 2389.44 -6564.91 20413 77892.5 18045.1 14.1739 -9201.42 9269.1 -10605.5 315.358 57171.5 20510.2 -12099.2
internal_weight=0 2.37954e+06 2.37109e+06 5038 90 8449 3823 3104 719 679 440 239 91 4626 2383 2024 457 418 387 1567 62 1505 2243 924 327 184 162 46 187 74
internal_count=4318164 2379540 2371091 5038 90 8449 3823 3104 719 679 440 239 91 4626 2383 2024 457 418 387 1567 62 1505 2243 924 327 184 162 46 187 74
is_linear=0
shrinkage=0.1


Tree=2607
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 1 0 4 6 1 0 2 4 1 4 1 1 0 0 0 0 0 0 0 2 2 0 3 2 0
split_gain=8.13991e+11 3.40439e+12 3.18383e+12 5.84692e+12 3.11107e+12 1.29628e+13 8.02342e+12 1.91523e+13 1.66393e+13 7.66e+12 6.81958e+12 3.78692e+12 6.92054e+12 3.32179e+12 1.26463e+13 1.17715e+13 8.67074e+12 7.7575e+12 7.13023e+12 7.42105e+12 7.08318e+12 3.76205e+12 1.46645e+13 7.22143e+12 8.04279e+12 6.65157e+12 3.96626e+12 2.40565e+13 1.83124e+13 1.46241e+13
threshold=225.45000000000002 27.500000000000004 114.17164950000002 113.46563545000002 60.017447350000005 30.315880100000005 59.846652800000008 4.5000000000000009 1.5000000000000002 50.888703650000004 59.755965500000009 4.5000000000000009 1.5000000000000002 37.098288800000006 4.5000000000000009 37.314272700000011 37.342273500000012 58.049540950000008 54.725565150000001 56.009576300000013 57.945214300000011 57.178027650000011 57.157092150000004 57.60800230000001 2.5000000000000004 1.5000000000000002 56.863241500000008 7.5000000000000009 7.5000000000000009 56.819808050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 8 -8 -7 13 12 -10 14 18 -15 -17 20 -2 -20 21 22 26 25 -25 -23 29 -28 -29 -18
right_child=1 -3 -4 -5 5 9 7 -9 11 -11 -12 -13 -14 15 -16 16 17 -19 19 -21 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-1.3646819068207965 -45142.365549395166 -32186.679733072917 -24838.148020833334 52184.578923233697 86821.707965642767 -21064.099174528303 80388.470078125014 -89113.633380681829 36546.986383928575 49129.196075994318 55131.346549479167 -51523.023918805804 -44637.91956845238 -55000.75861486487 56129.218872549027 57121.090066964287 1256.5686867292959 51910.512317708337 62702.782343750005 -18320.511778846154 -54468.13006114131 12618.000747282609 -80756.262890625003 35360.582106854839 -34585.007287946435 89529.7965909091 -39388.766992187506 112571.03993195566 11744.921711482559 -57430.982935138083
leaf_weight=4313902 31 30 45 23 22 53 20 33 21 22 24 28 21 37 51 28 3380 30 20 26 23 23 22 31 35 22 44 31 43 43
leaf_count=4313902 31 30 45 23 22 53 20 33 21 22 24 28 21 37 51 28 3380 30 20 26 23 23 22 31 35 22 44 31 43 43
internal_value=0 1381.3 1619.26 1903.61 1625.88 19325 1203.75 -23947.4 -53.1652 -474.066 1988.13 -23036.5 -4045.47 1662.77 17507 1127.94 1681 1264.5 -8073.91 16907 853.521 1199.85 635.044 19329.5 -1731.78 50219.3 1140.72 19166.3 53982.9 519.331
internal_weight=0 4262 4232 4187 4164 97 4067 123 90 75 3944 70 42 3920 128 3792 3755 3727 77 46 3697 3674 3563 111 66 45 3541 118 74 3423
internal_count=4318164 4262 4232 4187 4164 97 4067 123 90 75 3944 70 42 3920 128 3792 3755 3727 77 46 3697 3674 3563 111 66 45 3541 118 74 3423
is_linear=0
shrinkage=0.1


Tree=2608
num_leaves=31
num_cat=0
split_feature=3 1 3 0 3 4 5 4 0 0 2 1 6 0 0 5 5 0 2 5 5 2 5 2 3 1 2 5 0 1
split_gain=7.93119e+11 6.68863e+12 2.2604e+13 4.13743e+13 2.97665e+13 2.93803e+13 2.29314e+13 3.21323e+13 2.55038e+13 3.36456e+13 2.51263e+13 2.34327e+13 3.93028e+13 2.2487e+13 5.24164e+13 2.47986e+13 2.1438e+13 2.07158e+13 2.06421e+13 1.80295e+13 3.6704e+13 1.72207e+13 4.3277e+13 3.45168e+13 1.68262e+13 1.19243e+14 3.40557e+13 2.38165e+13 2.00292e+13 1.96224e+13
threshold=27.500000000000004 37.533784800000006 29.500000000000004 55.74310830000001 28.500000000000004 3.5000000000000004 43.405000000000008 1.5000000000000002 55.826364100000013 55.820531900000013 2.5000000000000004 37.487839250000007 1.5000000000000002 55.806974650000008 55.777112100000004 48.945000000000007 68.52500000000002 55.695992150000002 20.500000000000004 53.995000000000012 64.020000000000024 8.5000000000000018 55.990000000000002 17.500000000000004 28.500000000000004 37.869926150000005 9.5000000000000018 99.555000000000021 55.68356880000001 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 16 -4 7 -5 9 13 -10 -12 -13 14 15 -8 21 -6 -14 -15 -21 22 -2 -23 25 26 -3 -27 -28 -30
right_child=1 24 5 6 17 -7 8 -9 10 -11 11 12 18 19 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 27 28 -29 29 -31
leaf_value=4.0537086479291933 -56215.202865108375 12834.436447916669 -39.572780129795092 -5233.9966148213834 77123.823061342599 93101.778906250009 -94349.86913109757 119431.26551339286 73725.802777777775 -138308.79040948275 -4781.3222233601837 27339.29130602385 -142180.75912518168 -25942.897522159023 123315.65844184028 -11832.374487304689 -36369.078948709241 -17324.426759577371 -31850.907087053576 -93143.723510407755 -3281.7128639914772 158137.22824928979 108328.31628787878 28029.142023026317 -85.500893595160505 -18740.077384889031 -14684.990875000001 84880.776086956525 112886.39624348958 58145.889752267423
leaf_weight=4279873 31 150 8626 1337 27 34 41 21 36 29 677 38 43 262 27 326 23 166 28 146 66 44 33 38 25092 623 25 23 105 174
leaf_count=4279873 31 150 8626 1337 27 34 41 21 36 29 677 38 43 262 27 326 23 166 28 146 66 44 33 38 25092 623 25 23 105 174
internal_value=0 -453.092 -2397.69 -9256.69 22721.8 326.109 -13018.9 -3306.18 -20691.8 -32352 -7967.8 -11709.5 -54740.4 -28812 -11157.8 -21051 53365.8 -4111.46 -98670.4 -43486.5 -65167.8 67502.1 28627.5 97843.2 445.185 12550.6 51824.9 -15050.8 71063.6 78747.2
internal_weight=0 38291 12099 3439 362 8660 3077 1358 1719 897 822 786 109 868 394 367 169 193 71 474 212 146 64 82 26192 1100 454 646 304 279
internal_count=4318164 38291 12099 3439 362 8660 3077 1358 1719 897 822 786 109 868 394 367 169 193 71 474 212 146 64 82 26192 1100 454 646 304 279
is_linear=0
shrinkage=0.1


Tree=2609
num_leaves=31
num_cat=0
split_feature=5 3 5 1 5 0 0 1 3 0 0 5 1 0 5 4 0 0 0 1 0 1 0 0 0 0 3 5 5 4
split_gain=7.98908e+11 5.21447e+12 6.96e+12 1.05656e+13 1.00213e+13 1.20549e+13 2.19967e+13 1.25408e+13 1.24989e+13 1.281e+13 2.00976e+13 1.00097e+13 9.97284e+12 9.517e+12 7.4523e+12 1.77093e+13 1.82923e+13 1.15492e+13 2.28098e+13 8.2059e+12 2.21744e+13 7.40475e+12 1.40158e+13 2.78081e+13 1.6958e+13 1.88285e+13 1.22382e+13 1.14701e+13 1.41682e+13 1.10432e+13
threshold=102.01000000000001 2.5000000000000004 114.05000000000001 30.410108300000001 110.05000000000001 44.874285750000006 45.084117700000007 44.083877800000003 1.5000000000000002 56.143542450000005 55.657530000000008 109.05000000000001 39.899261850000009 45.022371150000005 120.05000000000001 4.5000000000000009 43.514103700000014 56.635684300000008 55.769960200000007 38.959914000000005 45.029420750000007 38.969379750000009 45.053747000000008 44.893607100000004 56.197733450000008 55.975961550000008 1.5000000000000002 137.05000000000004 128.92000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 13 12 -8 10 -10 -11 -2 -7 15 16 -5 18 19 -18 -21 22 23 -16 25 26 -24 28 -28 -23
right_child=1 -3 3 14 -6 6 8 -9 9 11 -12 -13 -14 -15 21 -17 17 -19 -20 20 -22 29 24 -25 -26 -27 27 -29 -30 -31
leaf_value=6.9033603130052548 36031.463616071429 -377.37340361896077 -29186.139734790948 -104723.59112215909 38382.098306779037 -15486.329179687502 38633.07959570313 -11677.787113131009 -4324.9320627259813 34052.057255311774 -95758.949062500003 -31308.819791666669 128487.65447265626 -108888.25060221355 32872.337129934211 52254.957180059529 -41428.636341145837 42101.755569045607 -108559.54190625 80128.521510416671 -12624.792814928065 14148.138541601564 -29012.954524113582 -102925.85267187501 -25755.820769817074 134487.51082589288 77046.116583806826 71669.887397203944 -23793.085927220396 -5281.3164189245354
leaf_weight=4209727 28 105805 108 22 127 20 100 26 121 107 30 30 20 24 38 42 60 37 25 30 183 500 26 25 41 21 22 76 38 705
leaf_count=4209727 28 105805 108 22 127 20 100 26 121 107 30 30 20 24 38 42 60 37 25 30 183 500 26 25 41 21 22 76 38 705
internal_value=0 -268.001 4128.7 1234.97 13267 6963.43 575.194 44256.9 8174.04 -2402.01 -22490.6 19739.5 74554.9 -66432.8 2972.4 -9167 -16393.1 -10592.3 -17134.9 -8762.64 439.054 6218.8 20654 -21015.8 32373.7 45397.2 33848.5 45866.1 13181.3 2780.7
internal_weight=0 108437 2632 1999 633 506 432 74 388 288 151 137 48 44 1891 399 357 335 298 273 213 1492 287 63 224 183 162 136 60 1205
internal_count=4318164 108437 2632 1999 633 506 432 74 388 288 151 137 48 44 1891 399 357 335 298 273 213 1492 287 63 224 183 162 136 60 1205
is_linear=0
shrinkage=0.1


Tree=2610
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 1 0 0 3 0 4 0 0 1 3 0 3 2 1 2 5 5 5 0 0 1 0 0 2 0
split_gain=8.024e+11 6.96212e+12 3.08224e+13 3.94936e+13 3.4514e+13 7.20685e+13 1.07759e+14 5.99358e+13 5.80172e+13 3.58637e+13 3.07986e+13 3.2596e+13 5.58882e+13 3.63147e+13 4.02836e+13 7.20683e+13 4.28102e+13 3.62429e+13 4.50602e+13 3.2721e+13 4.52253e+13 4.66151e+13 3.67784e+13 3.24703e+13 3.2458e+13 6.87311e+13 5.48097e+13 4.73618e+13 3.38322e+13 3.30748e+13
threshold=55.405000000000008 59.245000000000012 37.971176850000006 5.5000000000000009 37.39371280000001 37.342273500000012 55.860536450000005 55.628356700000005 27.500000000000004 54.484631300000011 1.5000000000000002 55.860536450000005 55.851332700000007 37.475443250000005 9.5000000000000018 55.645049100000001 13.500000000000002 3.5000000000000004 37.752451500000006 1.5000000000000002 57.995000000000012 55.730000000000011 58.605000000000011 55.212972300000011 55.68356880000001 37.712318250000003 55.708120100000009 55.591389050000011 10.500000000000002 55.56564190000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 7 -7 -9 -2 -6 12 13 -12 15 23 17 -16 24 -14 21 -21 -22 -15 27 26 -26 29 -28 -19
right_child=1 -3 3 -5 10 6 -8 8 -10 -11 11 -13 19 14 16 -17 -18 18 -20 20 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-33.675262028562166 -11132.268420588724 -46.821784575305742 3194.5734168947074 278.50427581589065 -19378.39928625623 15085.326170028948 -23188.738692757746 59037.188633923281 -47154.917231750493 453.45813473074577 -12678.751634981765 3147.9901663285759 -141366.37476851852 -9718.5642225764732 -12684.485610928132 -17121.254484216999 -1000.1944768985455 26016.768836253279 -3702.4764735943099 31055.485166529608 32570.586864013676 -67568.908556358365 -45469.339803479379 11465.761322985416 195224.91187499999 232705.94198369567 27840.289606186227 -61038.992571390088 135697.10540956442 149347.33484375
leaf_weight=2681621 2884 1314948 62586 180075 1179 1587 560 633 56 36317 3941 7036 27 1192 271 4168 15772 167 279 57 160 301 97 1841 25 23 245 58 33 25
leaf_count=2681621 2884 1314948 62586 180075 1179 1587 560 633 56 36317 3941 7036 27 1192 271 4168 15772 167 279 57 160 301 97 1841 25 23 245 58 33 25
internal_value=0 55.1799 472.248 1030.6 -1244.26 714.784 16108.8 25777.8 50406.2 -398.899 -3476.22 -2951.31 -4447.54 -3779.6 -2324.29 -8587.34 344.68 19182.5 29283 -33620.3 -28889.9 -51866.1 3115.83 3140.1 45260.3 66048.3 53397.7 18152.9 40643.4 42075.4
internal_weight=0 1.63654e+06 321595 242661 78934 42037 2836 2276 689 39201 36897 35718 28682 28040 24099 7201 16898 1126 855 642 615 358 257 3033 576 326 303 250 278 192
internal_count=4318164 1636543 321595 242661 78934 42037 2836 2276 689 39201 36897 35718 28682 28040 24099 7201 16898 1126 855 642 615 358 257 3033 576 326 303 250 278 192
is_linear=0
shrinkage=0.1


Tree=2611
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 1 5 6 5 5 1 5 4 3 5 2 5 2 1 3 5 0 1 2 1 5 5 6 4 5
split_gain=9.77807e+11 8.13669e+12 4.40813e+13 3.60231e+13 2.70371e+13 5.03724e+13 3.0897e+13 3.08252e+13 4.10923e+13 2.70287e+13 2.42797e+13 2.62788e+13 3.67562e+13 3.45536e+13 2.77035e+13 2.09295e+13 2.07572e+13 2.07529e+13 2.39318e+13 2.28721e+13 2.27954e+13 2.06116e+13 5.87875e+13 2.86489e+13 2.67066e+13 2.94777e+13 6.83618e+13 3.01862e+13 2.732e+13 2.66194e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 6.5000000000000009 44.580511600000001 37.971176850000006 50.805000000000007 1.5000000000000002 70.50500000000001 102.01000000000001 38.096381250000007 125.85000000000001 2.5000000000000004 3.5000000000000004 67.990000000000023 1.5000000000000002 58.995000000000012 16.500000000000004 37.737121850000008 21.500000000000004 78.010000000000005 44.580511600000001 38.058342000000003 2.5000000000000004 38.058342000000003 112.04500000000002 107.05000000000001 1.5000000000000002 3.5000000000000004 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 7 -6 -7 8 -4 -8 11 12 14 -13 -9 -14 -12 19 -19 -1 -21 24 -23 -24 -5 26 27 -26 29 -27
right_child=-2 -3 3 21 5 6 9 10 -10 -11 16 13 15 -15 -16 -17 -18 18 -20 20 -22 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=-2409.1882213552517 -31.044011493228762 28.2670063562718 13204.611388074121 63885.773028353986 6423.8476684735278 15055.155098603464 48686.495601976188 -3807.5366052133309 79051.12153577304 -27347.335489257817 20734.859129139295 153054.21471354167 14909.038703884549 12650.199360727165 26330.919977084865 -38132.126016854243 -9233.9762956948543 72484.592116664833 8398.3560575420688 -15845.46396757197 -87794.499254072478 2457.5486576183607 10904.060249318374 68705.551476929919 -19607.095910974771 -120940.96683238636 123832.72479538689 -629.87244744136422 -136183.74374999999 6074.5651515151512
leaf_weight=14202 3029015 1249634 562 58 2405 732 720 2327 114 50 935 24 90 65 351 429 307 71 325 698 47 9049 149 202 1035 22 42 4408 30 66
leaf_count=14202 3029015 1249634 562 58 2405 732 720 2327 114 50 935 24 90 65 351 429 307 71 325 698 47 9049 149 202 1035 22 42 4408 30 66
internal_value=0 72.9417 1485.75 4146.75 9110.13 15397.1 29765.2 4390.04 24308.9 43749.2 1416.29 -3085.6 -4577.68 50512 142.649 -28934.2 13327.1 -2706.5 19888.6 -3305.13 -20384.5 1144.2 4015.06 44168.7 -3622.82 -4321.64 -3257.77 -4238.44 -53773.7 -25679.3
internal_weight=0 1.28915e+06 39515 24172 9111 3907 1502 5204 676 770 4528 3286 3197 89 2678 519 1242 15343 396 14947 745 15061 9400 351 5661 5603 5485 5443 118 88
internal_count=4318164 1289149 39515 24172 9111 3907 1502 5204 676 770 4528 3286 3197 89 2678 519 1242 15343 396 14947 745 15061 9400 351 5661 5603 5485 5443 118 88
is_linear=0
shrinkage=0.1


Tree=2612
num_leaves=31
num_cat=0
split_feature=3 4 0 0 5 0 5 5 5 0 1 1 0 3 0 3 5 3 0 5 2 0 3 2 3 3 0 5 1 5
split_gain=8.89914e+11 6.6184e+12 3.40093e+13 4.87747e+13 3.26451e+13 3.00938e+13 3.14649e+13 4.26757e+13 2.8218e+13 2.79292e+13 3.57834e+13 5.79401e+13 5.20355e+13 5.15469e+13 6.02556e+13 4.63917e+13 3.78947e+13 3.58022e+13 7.74857e+13 2.71991e+13 6.10393e+13 2.66057e+13 5.16851e+13 2.65266e+13 2.59283e+13 6.83405e+13 2.5608e+13 4.26051e+13 5.40144e+13 3.35972e+13
threshold=9.5000000000000018 3.5000000000000004 56.009576300000013 56.663136550000011 24.010000000000002 56.093493200000005 101.05000000000001 118.33500000000002 80.815000000000012 54.708501450000007 37.39371280000001 37.328003200000005 55.86787755000001 19.500000000000004 55.645049100000001 22.500000000000004 91.050000000000011 17.500000000000004 55.834684950000003 109.05000000000001 4.5000000000000009 55.842510000000011 17.500000000000004 11.500000000000002 12.500000000000002 14.500000000000002 55.806974650000008 72.010000000000005 37.582182450000005 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 8 19 -7 -6 11 12 17 16 -15 -14 -13 18 -11 -8 -21 22 -18 -16 -9 -26 27 28 -12 -28
right_child=1 2 3 -5 9 6 7 24 -10 10 26 13 15 14 23 -17 21 -19 -20 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-50.294931049345422 63.024672163753579 71519.066694711539 -3976.768974221719 -2028.1012754116471 -3747.0813456913547 -12750.409459678249 -5383.0496979844147 -50342.489806099402 -46229.289215267891 -2973.4560026218583 -126829.10791976604 6362.0998480902781 87812.943985407139 -104173.0577232143 78905.485896620652 -11164.747928292411 100355.73812995158 -42788.747423206682 171333.36689814818 -16892.813221153847 117682.72333426338 56820.768981291127 270105.63984374999 -343.88154179216872 160460.99415760871 -24109.211793391722 30946.587166421723 4276.4637645190242 -14602.74805214045 -11714.06013378442
leaf_weight=1938624 2338662 65 1184 9783 9761 380 197 249 746 460 47 45 123 35 86 77 71 209 27 65 70 57 24 83 23 157 202 14018 490 2144
leaf_count=1938624 2338662 65 1184 9783 9761 380 197 249 746 460 47 45 123 35 86 77 71 209 27 65 70 57 24 83 23 157 202 14018 490 2144
internal_value=0 40.9756 -1220.47 -5479.39 733.004 -16473.9 -24315.2 -8607.79 -34930.9 568.439 2883.19 18890.4 4750.75 50484.1 15251.3 49706.5 86968.9 -8167.58 6690.37 18311.1 52887.1 110833 143240 39984.2 -29440.1 -525.241 1654.78 3217.53 -24425.2 -8040.81
internal_weight=0 2.37954e+06 40878 12854 28024 3071 1887 761 1126 27959 18198 1297 896 401 204 200 197 696 487 332 135 152 95 169 429 180 16901 14555 537 2346
internal_count=4318164 2379540 40878 12854 28024 3071 1887 761 1126 27959 18198 1297 896 401 204 200 197 696 487 332 135 152 95 169 429 180 16901 14555 537 2346
is_linear=0
shrinkage=0.1


Tree=2613
num_leaves=31
num_cat=0
split_feature=4 1 1 5 0 3 2 2 3 1 3 0 5 0 0 2 5 0 0 2 2 4 0 2 5 5 3 5 0 0
split_gain=8.99434e+11 4.06012e+12 1.26069e+13 1.30545e+13 1.26328e+13 2.50712e+13 1.83904e+13 3.95185e+13 3.2514e+13 2.68708e+13 2.54423e+13 1.74449e+13 1.6963e+13 3.10922e+13 3.8616e+13 2.47474e+13 2.22403e+13 2.09562e+13 3.2273e+13 3.09216e+13 1.68449e+13 1.66397e+13 1.81815e+13 1.75709e+13 8.28792e+13 3.09265e+13 1.68332e+13 1.65778e+13 2.863e+13 3.35784e+13
threshold=4.5000000000000009 38.950530550000003 30.362552800000003 26.005000000000006 55.885524800000006 20.500000000000004 13.500000000000002 10.500000000000002 16.500000000000004 38.92948375000001 15.500000000000002 55.695992150000002 125.85000000000001 59.916647550000008 59.834458500000004 7.5000000000000009 128.92000000000004 59.950068600000009 59.939091550000008 3.5000000000000004 8.5000000000000018 6.5000000000000009 55.628356700000005 5.5000000000000009 125.85000000000001 112.04500000000002 8.5000000000000018 225.45000000000002 55.769960200000007 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 12 7 9 -9 20 -8 -10 13 14 15 -6 -14 18 -18 -19 21 23 -23 27 25 26 -25 28 29 -5
right_child=1 -3 3 4 5 -7 10 8 11 -11 -12 -13 16 -15 -16 -17 17 19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-2.6373553102756446 4492.8158672143718 1934.4836154750469 -84694.027380952379 -3588.1224126153866 -20485.891223064747 70360.588269412881 -131310.18423295455 131239.31400669643 61773.267930947586 -91679.286364746105 -16701.253399677043 -54660.676598011371 75804.774420362912 2380.8138589348596 -149213.70191200657 -107969.70475419209 -12844.790473550054 -125785.94600965711 81917.629741210942 17330.253846153846 -32601.625425754122 14694.218602195948 131192.2443080357 86487.34375 108001.33183834876 -90997.000669642861 -11618.185134845891 -78073.582327586206 39635.320837149789 -90627.971808510643
leaf_weight=4303792 1917 9818 21 778 153 33 22 42 31 32 162 22 31 142 38 41 354 36 40 26 135 37 21 23 81 42 73 29 145 47
leaf_count=4303792 1917 9818 21 778 153 33 22 42 31 32 162 22 31 142 38 41 354 36 40 26 135 37 21 23 81 42 73 29 145 47
internal_value=0 789.773 -1678.12 -6164.15 -5533.75 -15178.2 -526.681 3047.78 65520.9 -1065.15 -30404.5 13442.2 -18456.7 -34473.6 -57031.1 -38974.7 -6156.28 -11728.2 -3224.24 -65769.5 989.889 4543.85 56874.5 2051.91 27704.6 -19426 11886.3 -3571.66 -1344.28 -8546.76
internal_weight=0 14372 4554 2637 2616 894 1722 1538 95 1443 184 53 861 374 232 194 487 456 394 62 1411 1276 58 1218 219 138 96 999 970 825
internal_count=4318164 14372 4554 2637 2616 894 1722 1538 95 1443 184 53 861 374 232 194 487 456 394 62 1411 1276 58 1218 219 138 96 999 970 825
is_linear=0
shrinkage=0.1


Tree=2614
num_leaves=31
num_cat=0
split_feature=3 1 1 5 3 5 0 0 3 1 1 1 5 1 1 5 0 6 1 0 1 1 1 3 1 3 5 0 5 3
split_gain=7.96256e+11 7.29804e+12 3.59014e+13 4.68172e+13 5.66365e+13 3.11716e+13 3.01299e+13 4.69491e+13 3.55012e+13 4.36906e+13 2.76294e+13 7.83067e+13 5.7317e+13 6.06888e+13 3.3248e+13 3.95197e+13 3.23592e+13 2.86431e+13 2.69649e+13 2.76645e+13 5.90995e+13 5.15267e+13 5.1435e+13 7.31734e+13 6.48218e+13 6.25458e+13 7.20208e+13 5.86403e+13 5.6308e+13 4.71836e+13
threshold=22.500000000000004 39.080602550000002 39.041623000000008 92.035000000000011 24.500000000000004 120.05000000000001 56.911498950000002 58.000519000000004 23.500000000000004 65.551978750000004 44.083877800000003 45.148007750000012 50.005000000000003 44.005491150000005 39.143775600000005 75.750000000000014 48.713222300000005 1.5000000000000002 39.032393150000004 55.68356880000001 38.422276900000007 37.417247200000006 37.457850350000008 24.500000000000004 37.487839250000007 30.500000000000004 44.005000000000003 55.388132500000005 38.010000000000012 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 -4 -5 -6 10 8 9 -8 12 16 -3 14 15 -14 17 -12 19 21 -21 29 23 -23 25 26 -24 -28 -25 -2
right_child=1 6 3 4 5 -7 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 24 28 -26 -27 27 -29 -30 -31
leaf_value=-13.108229314793915 26067.144377732053 370.87474774786034 5319.7396563662205 60800.075379873859 44594.009548201655 -53123.392891199444 -24992.417077571412 -5606.2000558061218 15230.982591610313 25571.138875722885 -11606.298995759527 -185.83073091172835 -9492.4607208788075 -38095.922649779706 -5187.8600918140255 -48698.198474678778 54077.265789353114 69920.108714948394 -8482.3593706865686 -270.4377430267682 122844.55292467948 -35432.961181358711 -632.62645167987307 22535.13065187306 1668.0634910433289 -147841.25589843752 -40579.497858183262 64681.600138480942 -10145.137342499947 5754.7530781206151
leaf_weight=3950085 1575 17781 6729 327 53 85 514 2394 4076 256 187 100006 740 649 11806 394 373 56 3471 164528 39 866 421 694 43097 20 59 514 2194 4175
leaf_count=3950085 1575 17781 6729 327 53 85 514 2394 4076 256 187 100006 740 649 11806 394 373 56 3471 164528 39 866 421 694 43097 20 59 514 2194 4175
internal_value=0 140.673 487.992 7440.39 38128.2 -15594.2 -430.196 5850.88 11510.9 -8181.68 -774.724 33.1118 -3365.93 -8255.47 -6758.84 -23114.2 35577.9 7181.68 262.345 401.462 -241.261 2374.25 1299.77 -9937.13 2256.07 27247.5 30770.4 53843.2 -2291.92 11318.6
internal_weight=0 368079 228847 7194 465 138 139232 7240 4846 770 131992 100622 31370 13589 12940 1134 616 243 221653 218182 164567 53615 47865 3754 44111 1014 994 573 2888 5750
internal_count=4318164 368079 228847 7194 465 138 139232 7240 4846 770 131992 100622 31370 13589 12940 1134 616 243 221653 218182 164567 53615 47865 3754 44111 1014 994 573 2888 5750
is_linear=0
shrinkage=0.1


Tree=2615
num_leaves=31
num_cat=0
split_feature=3 0 0 0 3 3 1 5 5 5 5 2 0 0 1 0 2 5 2 4 1 5 2 2 4 1 1 1 1 0
split_gain=8.40204e+11 9.75271e+12 1.82484e+13 1.60289e+13 3.69098e+13 1.80589e+13 1.59814e+13 9.79885e+12 8.85082e+12 1.28243e+13 8.71893e+12 9.45317e+12 8.02334e+12 1.50797e+13 2.02514e+13 2.34856e+13 1.45667e+13 2.09194e+13 1.44773e+13 2.47168e+13 1.39945e+13 1.18301e+13 1.62824e+13 1.83308e+13 1.35305e+13 1.82602e+13 1.84915e+13 1.29062e+13 1.21076e+13 1.19202e+13
threshold=25.500000000000004 53.310923100000004 54.762542150000009 51.67657710000001 31.500000000000004 32.500000000000007 39.262370300000008 49.010000000000012 63.145000000000003 69.015000000000015 69.610000000000014 22.500000000000004 54.970187400000007 55.055104550000003 82.926290250000008 55.061033200000004 17.500000000000004 65.50500000000001 23.500000000000004 3.5000000000000004 82.91993380000001 49.010000000000012 8.5000000000000018 7.5000000000000009 3.5000000000000004 82.957885500000017 82.902675200000019 82.966612450000014 82.897133550000021 55.030402950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 6 -6 -5 -8 -3 -10 -9 -12 18 21 20 16 17 -16 19 -4 -15 29 23 -23 25 26 -24 -26 -25 -14
right_child=1 2 12 4 5 -7 7 10 9 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 -22 22 24 28 27 -27 -28 -29 -30 -31
leaf_value=-5.8441397792920702 500.14818323897663 -4912.7455858870644 10204.254206665528 87446.088641183043 -49745.886263020831 29356.86821546053 10193.91806533582 49803.493988204333 -38947.841465020509 -8608.8660531203386 12273.874093878447 55323.077907986117 4553.5859970647643 479.95953421149682 35897.188879394533 7957.1166927205868 5352.2292220744685 126083.93095021803 -5069.0038392388169 114658.90142663044 -35384.339537342319 -12885.264560498355 4134.5689119926792 -75993.888033536598 71299.023020833338 4207.1750044208684 -25798.232937725872 -23642.276450892859 -24154.752594482423 -8035.0429923086649
leaf_weight=4243674 2332 1192 1504 35 120 38 593 146 221 377 268 63 1980 59627 64 597 47 43 766 23 109 956 318 82 45 1022 588 21 100 1213
leaf_count=4243674 2332 1192 1504 35 120 38 593 146 221 377 268 63 1980 59627 64 597 47 43 766 23 109 956 318 82 45 1022 588 21 100 1213
internal_value=0 332.939 75.2742 5414.21 14487.5 -30721.2 20951.7 18776.7 -9893.3 -19821.1 29446.7 20467.5 333.486 133.869 619.681 16938.7 51757 72140.5 6149.8 11777.6 414.518 -4512.03 -8878.72 -18422.9 -3431.73 -4955.83 -15292 41090.4 -47510.8 -228.753
internal_weight=0 74490 70895 3595 1263 158 1105 1070 1790 598 477 331 69105 66812 60487 751 154 107 2293 1527 59736 6325 3132 1138 1994 1928 906 66 182 3193
internal_count=4318164 74490 70895 3595 1263 158 1105 1070 1790 598 477 331 69105 66812 60487 751 154 107 2293 1527 59736 6325 3132 1138 1994 1928 906 66 182 3193
is_linear=0
shrinkage=0.1


Tree=2616
num_leaves=31
num_cat=0
split_feature=3 2 1 1 0 0 6 6 3 1 0 5 0 5 5 0 1 3 0 6 1 1 1 6 1 5 0 5 5 1
split_gain=8.21519e+11 7.8233e+12 1.05894e+13 1.86e+13 4.49034e+13 2.29872e+13 3.1053e+13 1.83249e+13 1.65937e+13 1.60487e+13 1.13231e+13 4.65067e+13 2.71068e+13 2.55334e+13 2.33903e+13 2.61481e+13 2.75153e+13 1.58439e+13 2.64174e+13 1.56202e+13 1.50514e+13 1.80289e+13 1.45713e+13 1.68513e+13 1.80242e+13 1.39202e+13 1.54693e+13 1.4408e+13 1.38859e+13 1.56375e+13
threshold=18.500000000000004 16.500000000000004 30.259484550000003 30.323743050000001 59.990816400000007 59.939091550000008 1.5000000000000002 1.5000000000000002 17.500000000000004 30.243224600000001 56.301440000000007 98.020000000000024 57.60800230000001 102.01000000000001 103.45000000000002 55.91302515000001 44.005491150000005 17.500000000000004 56.852744000000008 1.5000000000000002 37.436176200000013 37.615058950000012 37.533784800000006 1.5000000000000002 37.342273500000012 35.985000000000007 55.993277250000013 63.855000000000011 86.810000000000016 82.933113850000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 8 -3 -4 -9 13 -12 17 22 -15 20 -17 -13 -19 -14 -16 -22 23 -5 -25 -26 -27 -28 -24 -30
right_child=-2 2 3 10 -6 -7 -8 9 -10 -11 11 12 19 14 15 16 -18 18 -20 -21 21 -23 28 24 25 26 27 -29 29 -31
leaf_value=30.170610821073332 -108.51187629971741 -35241.601030115933 83366.259978693182 4358.9331596618567 23125.369289269915 -108360.02165651483 -87886.157675438604 14275.150413364452 -21175.736409837373 73868.376273148155 739.05475010097553 51821.775143612133 45004.915625000001 -124746.92486979168 45823.193673780494 -175194.35970284601 -15164.767471590909 38822.519168526786 -103048.9640625 156705.40768649193 -96649.680700231489 -13154.373359040452 -1409.786451301132 -3162.8972710860403 30365.604561360677 -27994.240504442849 -13736.044077034883 81730.743703125001 9248.9246896362311 68722.040445963547
leaf_weight=3689517 600644 62 22 719 113 59 57 277 49 54 4169 102 21 21 41 21 22 35 21 31 27 613 18871 912 48 960 43 25 560 48
leaf_count=3689517 600644 62 22 719 113 59 57 277 49 54 4169 102 21 21 41 21 22 35 21 31 27 613 18871 912 48 960 43 25 560 48
internal_value=0 17.5324 -1647.61 -1879.61 -26643.8 -56718.2 -32914.6 14651.7 11217.6 23997.3 -1607.58 3051.99 48969.3 -2497.39 -20707.1 -17689.4 -93318.8 28358.1 -14379.3 111596 -12914 -16676.8 -1885.91 -8760.54 -13505.5 -22271.7 -24729.4 21362 -930.542 13944.2
internal_weight=0 3.71752e+06 28003 27610 300 187 128 393 71 331 27310 4379 210 22931 745 724 43 158 56 52 681 640 22186 2707 1988 1076 1028 68 19479 608
internal_count=4318164 3717520 28003 27610 300 187 128 393 71 331 27310 4379 210 22931 745 724 43 158 56 52 681 640 22186 2707 1988 1076 1028 68 19479 608
is_linear=0
shrinkage=0.1


Tree=2617
num_leaves=31
num_cat=0
split_feature=2 5 5 2 6 0 0 3 3 5 1 0 1 4 4 1 0 0 1 1 5 2 1 1 2 1 5 0 0 1
split_gain=8.11189e+11 4.6952e+12 1.22841e+13 1.68536e+13 2.40378e+13 1.40773e+13 1.45235e+13 3.99809e+13 1.74287e+13 1.60532e+13 1.71258e+13 2.17193e+13 1.53445e+13 2.59988e+13 1.60628e+13 3.40709e+13 4.43817e+13 2.03768e+13 3.41481e+13 2.39078e+13 2.12572e+13 1.6054e+13 3.09834e+13 1.5818e+13 1.52e+13 2.07545e+13 1.28391e+13 1.26637e+13 1.21273e+13 1.19003e+13
threshold=14.500000000000002 137.05000000000004 150.04500000000004 23.500000000000004 1.5000000000000002 45.029420750000007 55.014170500000006 21.500000000000004 23.500000000000004 225.45000000000002 38.959914000000005 54.934662400000008 82.933113850000026 4.5000000000000009 4.5000000000000009 60.58031445000001 56.009576300000013 55.812836050000008 52.307266200000008 60.611165000000007 177.02500000000003 17.500000000000004 43.808567100000012 43.94115175000001 17.500000000000004 39.718803500000007 177.02500000000003 45.067452850000002 56.802385350000009 44.083877800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 7 9 12 10 -7 24 14 -14 17 16 -16 18 26 20 21 22 -19 -18 -12 -26 -8 -11 -6 -22
right_child=1 2 5 4 28 6 8 -9 -10 27 11 -13 13 -15 15 -17 23 19 -20 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-12.631402179791861 114.69820455677321 21032.358019887386 20979.149427343753 6116.3797873344565 -104748.29018702652 -94507.012016684326 170136.99014008621 16092.425484708461 -11254.46583113523 -34816.291635742193 -9281.875886855014 -107800.96723214287 -78575.682411858972 50520.692247596162 -135181.34548261089 70948.264033917687 61380.701360887091 2899.1312500000004 -25593.34248511905 99024.147802734384 -3456.438920454546 20429.641077302633 -161317.33925781251 -51024.624032738095 -138307.86067708334 -3840.2642400568184 74311.766753472228 37093.411604817709 -10155.976613451086 92710.061567540339
leaf_weight=3980118 335252 739 250 269 33 59 29 246 388 50 172 35 39 26 31 41 31 27 21 32 22 38 20 21 24 22 27 48 23 31
leaf_count=3980118 335252 739 250 269 33 59 29 246 388 50 172 35 39 26 31 41 31 27 21 32 22 38 20 21 24 22 27 48 23 31
internal_value=0 148.721 4231.08 12686 -6292.23 -968.952 -4676.4 -15778.8 4162.41 -34901.6 -45991.4 -34677.4 17882 -26937.1 25734.4 -3632.73 -40473.9 40477.4 83154.9 21147.1 3088.6 -27902.9 -66980.2 15986.2 -22937.4 -73997.3 123936 404.788 -65897.9 52791.9
internal_weight=0 338046 2794 1064 325 1730 1480 656 824 410 312 253 436 65 371 124 83 247 77 170 138 85 47 52 218 46 56 98 56 53
internal_count=4318164 338046 2794 1064 325 1730 1480 656 824 410 312 253 436 65 371 124 83 247 77 170 138 85 47 52 218 46 56 98 56 53
is_linear=0
shrinkage=0.1


Tree=2618
num_leaves=31
num_cat=0
split_feature=1 3 1 0 3 0 0 0 0 0 3 3 5 5 3 5 5 2 3 2 5 5 3 5 3 5 5 4 0 3
split_gain=8.0134e+11 3.7326e+12 3.51574e+12 4.1366e+13 4.19037e+13 3.15311e+13 2.51493e+13 2.86801e+13 1.51559e+13 1.76079e+13 1.31047e+13 1.27096e+13 2.00066e+13 1.25515e+13 2.2123e+13 1.58706e+13 1.50843e+13 1.38869e+13 1.6749e+13 1.12551e+13 1.10839e+13 9.77586e+12 9.36643e+12 8.9736e+12 7.82267e+12 7.36145e+12 7.17072e+12 8.46346e+12 6.79371e+12 6.73035e+12
threshold=86.067573200000012 26.500000000000004 84.920232800000022 56.367862600000002 12.500000000000002 52.719210700000012 55.212972300000011 55.388132500000005 52.056565900000003 52.485928400000006 3.5000000000000004 7.5000000000000009 86.810000000000016 38.210000000000008 13.500000000000002 89.00500000000001 86.02500000000002 6.5000000000000009 7.5000000000000009 8.5000000000000018 48.510000000000012 101.05000000000001 3.5000000000000004 29.610000000000003 9.5000000000000018 74.610000000000014 99.555000000000021 2.5000000000000004 55.388132500000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 8 23 25 21 10 -10 29 -13 -5 16 -16 22 18 -18 -17 -9 -4 -15 -7 -24 -8 27 -22 -6 -11
right_child=1 -3 3 13 28 6 7 20 9 11 -12 12 -14 14 15 19 17 -19 -20 -21 26 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.3498978392479639 218.82132527939908 -35057.490202229819 10930.455913691367 -1137.7415772066538 103208.73963569973 19570.246986083985 12325.990243065831 -6449.8595791082043 -11126.260265422317 14225.139270347838 -54748.658678002452 -7013.1104276272499 -107614.06312500002 -32242.868603515628 3611.405108319213 -111352.90067471593 45208.772660156254 -10719.633761160716 139722.38588541668 -7701.9588476562494 -27189.831427325626 -59544.842890625005 29772.112761282417 -29002.782687559302 9719.9513626869284 -29790.04851740057 -70408.260644531256 -10853.204389734534 42988.901383141245 702.00308604897145
leaf_weight=4133765 170260 30 1240 498 23 40 731 1829 212 409 102 1706 20 32 302 22 50 21 30 20 528 20 564 774 297 44 26 794 101 3674
leaf_count=4133765 170260 30 1240 498 23 40 731 1829 212 409 102 1706 20 32 302 22 50 21 30 20 528 20 564 774 297 44 26 794 101 3674
internal_value=0 212.607 -8.72852 -1584.6 -3678.88 -4269.2 -10609.9 -7313.14 -176.035 -2231.35 -25296.6 -984.577 -8178.82 12414.9 17459.2 -4398.72 25023.7 61653.4 80651.4 -61995.3 -11520.6 9811.8 20880.8 -26615.9 22855.2 9934.89 -18400.8 -17378 54158.7 2056.64
internal_weight=0 170290 4.14787e+06 14109 12273 12149 4766 3952 7383 6123 314 5809 1726 1836 1338 344 994 101 80 42 3177 1260 893 814 861 775 1348 1322 124 4083
internal_count=4318164 170290 4147874 14109 12273 12149 4766 3952 7383 6123 314 5809 1726 1836 1338 344 994 101 80 42 3177 1260 893 814 861 775 1348 1322 124 4083
is_linear=0
shrinkage=0.1


Tree=2619
num_leaves=31
num_cat=0
split_feature=1 1 0 3 4 5 0 5 5 5 0 5 0 0 3 3 6 3 1 5 0 0 6 3 1 3 0 1 3 5
split_gain=7.90165e+11 8.08988e+12 1.44192e+13 1.4933e+13 1.50133e+13 2.10661e+13 2.80739e+13 2.49237e+13 1.92909e+13 2.69356e+13 2.11875e+13 1.9087e+13 2.71128e+13 1.46213e+13 1.48543e+14 8.49629e+13 8.02058e+13 2.0238e+14 1.06914e+14 5.99256e+13 4.82709e+13 4.39413e+13 9.87484e+13 6.2202e+13 5.42685e+13 3.3548e+13 4.31852e+13 4.08844e+13 3.02923e+13 2.94788e+13
threshold=30.305955500000003 30.259484550000003 59.755965500000009 3.5000000000000004 1.5000000000000002 81.00500000000001 59.939091550000008 123.15000000000002 69.610000000000014 63.855000000000011 59.982527000000012 120.05000000000001 59.950068600000009 59.846652800000008 23.500000000000004 19.500000000000004 1.5000000000000002 11.500000000000002 30.278357500000002 35.305000000000007 59.834458500000004 59.904813200000007 1.5000000000000002 24.500000000000004 30.278357500000002 15.500000000000002 59.882016200000002 30.278357500000002 11.500000000000002 61.020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 -7 9 -6 -10 12 -8 14 15 16 19 29 -19 -5 -16 22 25 24 -24 26 27 -15 -28 -18
right_child=-2 2 3 13 5 6 11 -9 10 -11 -12 -13 -14 21 20 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=129.19929349904569 8.7395994417994238 -38242.158754380842 -10790.666608781081 32942.157448229926 33216.689938108386 -73729.197254774306 135299.90059291295 50085.410937500004 101714.85411005435 -61695.638264016539 -13001.796205357145 -33603.711553030305 9967.5828906250008 -182356.64836898312 -20112.466380454011 125183.86329627405 -1685.1101758832283 -32531.343415178577 144027.94907043784 -24334.220233784337 -141990.49812447684 -1014.7461178697813 2060.9509983474618 91754.842241053426 -24692.193537191066 -27500.724334844843 48044.547116507252 -71926.316931988447 -94143.170204741386 63485.080590503247
leaf_weight=138955 4145141 107 208 239 248 72 28 21 69 34 21 33 45 62 53 65 704 42 187 775 84 27460 1769 62 1327 143 31 73 29 77
leaf_count=138955 4145141 107 208 239 248 72 28 21 69 34 21 33 45 62 53 65 704 42 187 775 84 27460 1769 62 1327 143 31 73 29 77
internal_value=0 -209.376 -1590.34 -1474.86 12210.8 20589.6 -5671.82 -45771.1 34638.1 21773.4 74947.6 29509.6 58040.3 -1796.16 6031.85 12647.2 9033.15 28979.2 111646 -10834.2 -94840.6 -2359.06 -12918.2 -7419.86 -9405.92 -64290.3 -91269.3 -122642 -20679.5 4740.12
internal_weight=0 173023 34068 33961 779 571 199 93 372 282 90 106 73 33182 2226 2089 2024 1010 229 1014 137 30956 3496 3158 3096 338 195 135 60 781
internal_count=4318164 173023 34068 33961 779 571 199 93 372 282 90 106 73 33182 2226 2089 2024 1010 229 1014 137 30956 3496 3158 3096 338 195 135 60 781
is_linear=0
shrinkage=0.1


Tree=2620
num_leaves=31
num_cat=0
split_feature=0 1 1 3 1 3 0 1 3 0 3 1 6 5 5 1 1 1 0 5 2 0 3 1 5 5 3 1 0 5
split_gain=8.0458e+11 8.89649e+12 5.15234e+13 3.79119e+13 3.53899e+13 2.66402e+13 2.40063e+13 3.22025e+13 2.38992e+13 4.94759e+13 2.31295e+13 2.1878e+13 2.08847e+13 2.0397e+13 1.98661e+13 1.93846e+13 1.9365e+13 2.03901e+13 3.47026e+13 2.42835e+13 5.83168e+13 2.24288e+13 1.78854e+13 2.42847e+13 2.00169e+13 2.76782e+13 3.39727e+13 3.21975e+13 2.56374e+13 2.26158e+13
threshold=57.60800230000001 39.739656000000004 34.359746700000009 10.500000000000002 39.753614400000011 16.500000000000004 58.000519000000004 38.422276900000007 23.500000000000004 58.000519000000004 16.500000000000004 56.135466100000009 1.5000000000000002 36.995000000000012 46.810000000000009 39.767857750000005 57.550671000000001 56.135466100000009 59.609407350000005 132.05000000000004 2.5000000000000004 57.945214300000011 8.5000000000000018 53.664171200000006 73.010000000000005 120.05000000000001 9.5000000000000018 39.863684800000009 60.693675950000006 67.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -3 13 7 -4 15 12 -5 -11 -10 -6 -9 -7 17 22 19 21 -21 -19 -15 24 29 -26 28 -28 -27 -24
right_child=1 4 3 10 5 8 -8 14 9 11 -12 -13 -14 16 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-16.978791377621214 100.81541879742554 26253.790380319839 -77909.308755653779 -30972.304007062725 -1094.079471774312 -35538.197441361306 -2819.4364422623457 -2684.6346647282371 23237.882823029577 -25556.048435552497 18072.809832595685 -1057.2997106674943 -6441.0928068723515 187.96519441751843 -21753.169838711656 -5329.3883138970123 -493.46170674288555 -12119.051306008732 -8318.8023667094239 -88673.961922554357 89749.093402777784 7704.0430787891428 4510.2275571530017 -4857.9117806395361 13668.380753421481 124377.8379076087 -142322.68390355606 -25792.315741436298 -11532.612187500001 -7220.5580067280334
leaf_weight=3739580 410790 543 76 816 32172 217 13893 1156 1208 456 109 1817 295 32971 1036 10058 27410 595 1585 23 90 14017 18787 2987 3459 23 29 130 35 1801
leaf_count=3739580 410790 543 76 816 32172 217 13893 1156 1208 456 109 1817 295 32971 1036 10058 27410 595 1585 23 90 14017 18787 2987 3459 23 29 130 35 1801
internal_value=0 109.74 -122.981 -5503.61 770.459 678.31 -4376.66 -13915.7 -3467.24 3335.96 -25192.9 -5972.14 17412.7 1106.25 -11697 -5967.37 1787.3 2604.16 5740.61 7253.97 53432.9 6896.85 1754.71 3650.3 4697.7 11495 -23148.9 -47046.3 42362.9 3484.04
internal_weight=0 578584 427876 17086 150708 150165 16161 2268 14051 3776 925 2273 1503 136114 2192 10275 103942 76532 16310 14725 113 14612 60222 27251 24264 3676 217 159 58 20588
internal_count=4318164 578584 427876 17086 150708 150165 16161 2268 14051 3776 925 2273 1503 136114 2192 10275 103942 76532 16310 14725 113 14612 60222 27251 24264 3676 217 159 58 20588
is_linear=0
shrinkage=0.1


Tree=2621
num_leaves=31
num_cat=0
split_feature=1 3 3 3 0 5 0 5 0 1 0 5 5 5 5 5 2 5 5 2 0 1 5 1 0 0 6 5 1 5
split_gain=8.33149e+11 1.06409e+13 4.63488e+13 3.15886e+13 2.91745e+13 4.73572e+13 2.68148e+13 2.76555e+13 3.08806e+13 4.2604e+13 2.66419e+13 2.61061e+13 2.57067e+13 2.5184e+13 2.46312e+13 2.25204e+13 2.09501e+13 3.1975e+13 1.98687e+13 2.74845e+13 2.04507e+13 5.54097e+13 3.57141e+13 3.40545e+13 5.42577e+13 4.4826e+13 2.44731e+13 2.13875e+13 2.00144e+13 1.85448e+13
threshold=30.226173900000003 24.500000000000004 23.500000000000004 22.500000000000004 59.863160500000006 71.00500000000001 60.035045000000004 97.050000000000011 59.982527000000012 30.160599000000001 59.853570100000006 85.020000000000024 94.040000000000006 80.00500000000001 67.520000000000024 46.810000000000009 15.500000000000002 71.715000000000018 54.990000000000002 1.5000000000000002 59.990816400000007 30.207352000000004 98.020000000000024 30.207352000000004 60.003414000000006 60.003414000000006 1.5000000000000002 78.710000000000022 30.160599000000001 56.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 8 9 -5 -7 -8 -12 15 -11 -10 17 -16 -6 -20 21 27 -23 24 -22 26 -25 28 -21 -27
right_child=-2 4 -4 6 18 10 11 -9 13 14 12 -13 -14 -15 16 -17 -18 -19 19 20 23 22 -24 25 -26 29 -28 -29 -30 -31
leaf_value=-415.99154998624391 6.9802196781240839 -1442.9167903788107 -13666.734723521047 -1264.2587870796322 3263.0665117583831 -4759.5547017045456 19661.322778463757 -50506.048706317204 -10748.137491059641 30066.790999272187 -59802.970032213889 80465.691874873184 -168924.09077148439 67765.019122023819 146203.53551136365 -91890.453438683719 185837.15046875001 -26308.249330357143 -97935.691777343745 -37135.149595424111 84203.820331068448 147075.40122596154 21781.72645089286 22528.574158691408 -26695.869433593751 53227.863213957462 -58748.957269116392 -49219.636810172873 63994.168621920078 8732.2609542014379
leaf_weight=96498 4211803 715 2606 591 3117 55 851 93 71 212 77 77 30 21 22 66 20 21 20 28 142 65 35 50 64 119 143 47 65 440
leaf_count=96498 4211803 715 2606 591 3117 55 851 93 71 212 77 77 30 21 22 66 20 21 20 28 142 65 35 50 64 119 143 47 65 440
internal_value=0 -276.411 -503.459 -155.352 4129.91 -12504 12143.5 1706.22 6448.15 13865.7 -61323 24706.5 -90397.7 -34207.7 46381.5 -49838.6 101282 61953.6 7495.06 18325.2 20266.1 46369.9 103223 13726.6 49749.5 3858.56 -37692.6 5760.81 33546.6 18204.5
internal_weight=0 106361 101149 98543 5212 877 2045 1117 1024 866 162 928 107 158 275 137 63 43 4335 1218 1198 240 100 958 206 752 193 140 93 559
internal_count=4318164 106361 101149 98543 5212 877 2045 1117 1024 866 162 928 107 158 275 137 63 43 4335 1218 1198 240 100 958 206 752 193 140 93 559
is_linear=0
shrinkage=0.1


Tree=2622
num_leaves=31
num_cat=0
split_feature=1 0 5 4 5 2 5 5 3 6 2 3 4 5 3 3 5 0 1 5 6 4 2 3 2 5 1 3 3 3
split_gain=8.92857e+11 6.02939e+12 1.12281e+13 3.04624e+13 3.57123e+13 2.62577e+13 2.49961e+13 2.45666e+13 6.3069e+13 4.25232e+13 4.65014e+13 3.76481e+13 2.27601e+13 4.95703e+13 4.35452e+13 4.16652e+13 5.81254e+13 5.33059e+13 7.08615e+13 4.55877e+13 4.50994e+13 3.96064e+13 4.75868e+13 3.57916e+13 3.03462e+13 2.87546e+13 3.01913e+13 2.68776e+13 3.61455e+13 2.70419e+13
threshold=28.619594500000002 54.725565150000001 99.555000000000021 2.5000000000000004 68.52500000000002 1.5000000000000002 67.990000000000023 75.750000000000014 9.5000000000000018 1.5000000000000002 8.5000000000000018 4.5000000000000009 3.5000000000000004 132.05000000000004 3.5000000000000004 6.5000000000000009 114.05000000000001 54.708501450000007 20.507360500000004 109.05000000000001 1.5000000000000002 2.5000000000000004 6.5000000000000009 4.5000000000000009 3.5000000000000004 161.85000000000002 20.507360500000004 5.5000000000000009 8.5000000000000018 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 11 -9 -10 -11 -5 14 27 -4 16 17 18 -16 23 24 22 -17 -19 -18 26 -15 29 -29 -14
right_child=-2 -3 12 7 5 -7 -8 8 9 10 -12 -13 13 25 15 21 20 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-1053.7467078902648 -4.2241708895839212 1897.4505700741665 -132071.166875 50040.205846215649 -21224.005529671074 15634.451494181754 -32846.056530567956 -31731.254360876061 -11314.801246192697 72496.530148237172 -23321.278765625 -6479.0685988710457 -17599.302443910256 30954.634983648255 -87457.171507352949 -77913.289950619102 87402.6875 46249.691456653229 134322.50425 252546.70011985084 -46381.420367363062 13922.243618303573 53808.49694890203 167578.72990478517 -14690.299088541666 -5558.3432008044556 159940.22826086957 72870.97598214286 -43190.921495414404 -123879.27694052419
leaf_weight=13266 4281218 16682 20 141 214 1996 252 1173 454 156 75 718 39 86 34 106 74 62 25 22 89 700 37 40 48 202 23 35 115 62
leaf_count=13266 4281218 16682 20 141 214 1996 252 1173 454 156 75 718 39 86 34 106 74 62 25 22 89 700 37 40 48 202 23 35 115 62
internal_value=0 489.487 -669.595 -1408.8 280.278 12065.4 -1646.41 -11186.5 -17651.9 6457.58 41386.9 2798.25 6826.13 -9902.88 14305.6 16672.2 43517.5 84760.5 6517.27 121989 7747.48 4125.36 -43831.4 93829.7 47235 16777.9 58171.8 -42961.6 -16109.8 -82840.5
internal_weight=0 36946 20264 18445 15728 2210 13518 2717 1858 685 231 859 1819 562 1257 1237 394 183 59 124 211 843 143 102 122 311 109 251 150 101
internal_count=4318164 36946 20264 18445 15728 2210 13518 2717 1858 685 231 859 1819 562 1257 1237 394 183 59 124 211 843 143 102 122 311 109 251 150 101
is_linear=0
shrinkage=0.1


Tree=2623
num_leaves=31
num_cat=0
split_feature=1 4 5 3 6 2 3 0 3 0 0 5 1 5 5 1 1 5 5 2 2 0 5 0 1 1 1 0 5 1
split_gain=7.76603e+11 8.00576e+12 2.77824e+13 3.16007e+13 3.93462e+13 4.70595e+13 5.84654e+13 4.32934e+13 3.68016e+13 5.95465e+13 1.6317e+14 6.03288e+13 6.94424e+13 5.31814e+13 5.13164e+13 4.61014e+13 4.83841e+13 4.59288e+13 4.28239e+13 3.98415e+13 7.49562e+13 5.59128e+13 5.37007e+13 5.03248e+13 4.96106e+13 8.58998e+13 1.15617e+14 9.23275e+13 5.80331e+13 5.54552e+13
threshold=38.633372000000001 1.5000000000000002 56.005000000000003 7.5000000000000009 1.5000000000000002 13.500000000000002 14.500000000000002 55.91302515000001 8.5000000000000018 59.950068600000009 59.963407450000012 110.05000000000001 30.226173900000003 69.610000000000014 103.45000000000002 30.305955500000003 30.278357500000002 75.750000000000014 72.010000000000005 6.5000000000000009 7.5000000000000009 59.939091550000008 68.00500000000001 55.975961550000008 37.275078000000001 30.362552800000003 30.388336800000001 59.916647550000008 70.00500000000001 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 8 7 -7 9 19 14 12 -12 -14 15 16 -11 -17 -15 23 21 -21 -22 -6 25 29 28 -28 -27 -25
right_child=-2 2 3 4 5 6 -8 -9 -10 10 11 -13 13 18 -16 17 -18 -19 -20 20 22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-221.99203279042661 -27.666277264309361 1103.8152118440025 -1851.7879021950375 -945.21808157086753 6575.6545113285383 -40392.250235846339 -1587.805576878096 5619.4531120013871 1475.3942485829928 114034.23502130681 100472.63835018383 113773.07293332122 -80462.487844718213 114312.29591190733 -54942.255965909098 -9994.389319490132 271911.20951704547 129790.79535156251 -13260.153853983276 35786.274798801416 29782.00230672902 197422.5297052557 -25328.759821674947 -21496.208022648127 -89307.207421875006 270206.27286086313 47645.327486191789 -125830.94429955576 82665.368605418014 -125454.73387276787
leaf_weight=554152 3029015 263495 91041 164137 3072 677 33265 293 175649 165 51 43 117 29 22 57 22 40 284 786 290 22 453 613 92 21 77 51 77 56
leaf_count=554152 3029015 263495 91041 164137 3072 677 33265 293 175649 165 51 43 117 29 22 57 22 40 284 786 290 22 453 613 92 21 77 51 77 56
internal_value=0 65.0053 281.387 -178.22 222.251 1108.07 -2293.48 -26493.9 1747.61 9172.18 34171.5 288.948 -9856.2 -22941.7 92192.5 103590 132608 47649 -1440.34 5473.54 19106.5 40187.3 -3818.5 264.199 -19380 -12191.9 41110.1 -21474.1 122853 -30198.3
internal_weight=0 1.28915e+06 734997 471502 380461 216324 34235 970 182089 6440 830 524 481 430 306 284 187 97 313 5610 1551 808 743 4059 987 895 226 128 98 669
internal_count=4318164 1289149 734997 471502 380461 216324 34235 970 182089 6440 830 524 481 430 306 284 187 97 313 5610 1551 808 743 4059 987 895 226 128 98 669
is_linear=0
shrinkage=0.1


Tree=2624
num_leaves=31
num_cat=0
split_feature=2 5 6 0 6 3 5 1 1 3 0 0 2 1 1 0 5 0 5 0 5 1 0 5 0 1 3 1 1 1
split_gain=9.34918e+11 4.18295e+12 9.54691e+12 5.70536e+12 4.66998e+12 1.55703e+13 1.7785e+13 2.29453e+13 1.66629e+13 1.52809e+13 4.872e+13 5.18678e+13 2.60692e+13 3.26802e+13 3.12996e+13 2.54479e+13 2.27687e+13 2.21379e+13 5.07998e+13 2.27939e+13 2.20224e+13 2.1502e+13 3.67108e+13 5.82569e+13 1.9988e+13 1.88509e+13 1.71682e+13 2.86993e+13 3.37366e+13 3.20194e+13
threshold=14.500000000000002 21.015000000000004 1.5000000000000002 54.986619450000006 1.5000000000000002 16.500000000000004 83.010000000000005 40.810045900000013 39.714575750000009 16.500000000000004 55.193434200000006 55.91302515000001 15.500000000000002 37.971176850000006 37.362912300000012 54.99493995000001 70.00500000000001 55.860536450000005 55.730000000000011 55.591389050000011 45.985000000000007 30.207352000000004 59.853570100000006 65.50500000000001 55.002082750000007 37.533784800000006 15.500000000000002 37.737121850000008 37.417247200000006 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 8 -8 10 15 12 17 14 16 -6 -14 19 25 -12 -13 22 -22 -24 -17 -19 27 28 -21 -30
right_child=1 4 3 -5 9 -7 7 -9 -10 -11 11 20 13 -15 -16 24 -18 18 -20 26 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-13.560540404018887 -5517.7641606505522 5562.8456182311811 -2837.9779144914 10590.657682722707 139.08866412607455 320.08602099439349 -19815.77483939665 9780.040217655067 -96989.700585937506 196.62022904464953 -25815.365990859107 3540.8829586089 -11607.439776141828 -7147.3675189562091 -44252.528474678853 74934.190903501163 111765.21197916668 -88960.009062500001 -106453.69046354166 -4439.9093750000002 -3612.359403483073 -9550.4725637328356 -11463.131521739131 211253.79794921877 12693.170086006712 4658.6700956270297 -4617.289962677185 -13592.793938802084 157629.67552083335 31797.402909655451
leaf_weight=3980118 3462 9352 572 708 10155 169734 415 330 30 132179 399 2991 52 484 882 54 21 25 75 55 108 3582 23 24 1159 154 835 105 42 39
leaf_count=3980118 3462 9352 572 708 10155 169734 415 330 30 132179 399 2991 52 484 882 54 21 25 75 55 108 3582 23 24 1159 154 835 105 42 39
internal_value=0 159.66 -2789.46 4589.74 201.618 547.353 4356.46 -10201.1 -25018.5 -203.64 -2691.7 -7822 -18372.4 -28315.9 -39044.2 1774.3 23883.3 -10096.7 -37364.5 -5401.13 -2854.15 -7972.57 28492.3 102265 15464 -8416.56 2168.84 25680.9 56002.6 97043.8
internal_weight=0 338046 4742 1280 333304 179861 10127 775 445 153443 21264 9896 3168 1439 955 11368 73 1729 254 1475 6728 3737 155 47 1213 179 1076 241 136 81
internal_count=4318164 338046 4742 1280 333304 179861 10127 775 445 153443 21264 9896 3168 1439 955 11368 73 1729 254 1475 6728 3737 155 47 1213 179 1076 241 136 81
is_linear=0
shrinkage=0.1


Tree=2625
num_leaves=31
num_cat=0
split_feature=5 2 5 3 0 1 6 3 3 2 2 3 1 1 1 0 5 1 1 3 1 0 3 4 1 0 3 1 0 0
split_gain=9.01103e+11 6.61918e+12 7.27742e+12 1.79987e+13 1.5653e+13 3.97541e+13 2.90179e+13 2.40347e+13 5.85972e+13 2.41334e+13 1.96233e+13 1.91659e+13 3.36679e+13 3.71244e+13 2.951e+13 2.84698e+13 1.82825e+13 2.0782e+13 3.12774e+13 2.31495e+13 1.80049e+13 1.73556e+13 1.71804e+13 1.62173e+13 3.10503e+13 5.03459e+13 9.02754e+13 1.15449e+14 1.32338e+14 6.52661e+13
threshold=42.005000000000003 1.5000000000000002 40.905000000000008 4.5000000000000009 57.178027650000011 37.726745000000001 1.5000000000000002 25.500000000000004 31.500000000000004 9.5000000000000018 21.500000000000004 32.500000000000007 37.597123000000003 37.712318250000003 37.615058950000012 55.727011600000004 41.810000000000009 37.436176200000013 37.533784800000006 24.500000000000004 37.487839250000007 55.576287050000012 21.500000000000004 1.5000000000000002 37.597123000000003 55.751981950000008 17.500000000000004 37.712318250000003 55.851332700000007 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 11 23 9 -9 -10 12 16 14 15 21 -5 -18 -19 -20 -13 -14 -6 24 -8 -26 27 28 29 -27
right_child=-2 2 3 4 22 -7 7 8 10 -11 -12 20 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=572.2123880561943 -35.06289108382591 -108.87483990244988 -3032.6465145717466 4712.7731427117242 -666.8180651855962 582.26184638724828 2527.402624548502 25864.092903645836 -93418.604036458346 150035.58818576389 35470.090857514879 77952.249218750003 73606.067992001495 -32264.7561484375 25583.348098871364 29401.762048982317 10352.74993075597 75212.512434675882 -6765.1755410156256 102399.73586956522 -6765.7090608452554 170516.15490056819 -9532.6838126503026 8628.9297537922739 1224.4648207456735 -137313.92291903411 31967.914984809027 44565.187489297947 -28705.53158932009 -325992.67954545456
leaf_weight=217589 2717292 1206696 12802 2945 13944 129615 7301 24 27 45 21 26 42 100 1179 76 603 148 125 23 714 33 2592 2971 762 110 126 73 138 22
leaf_count=217589 2717292 1206696 12802 2945 13944 129615 7301 24 27 45 21 26 42 100 1179 76 603 148 125 23 714 33 2592 2971 762 110 126 73 138 22
internal_value=0 59.5151 -21.1316 578.456 860.712 1188.32 5643 2724.66 47819.7 106846 -37029.8 11281.7 13396.3 26496 30914.1 72536.6 8523.11 21005.2 42706.1 10199.6 -3789.13 116247 -2056.53 2265.99 50.2919 -14641.3 -40419 -67010.1 -97176.8 -168760
internal_weight=0 1.60087e+06 1.38328e+06 176587 163785 147249 17634 11620 117 69 48 6014 5274 1430 1330 151 3844 899 296 148 740 75 16536 11503 8532 1231 469 343 270 132
internal_count=4318164 1600872 1383283 176587 163785 147249 17634 11620 117 69 48 6014 5274 1430 1330 151 3844 899 296 148 740 75 16536 11503 8532 1231 469 343 270 132
is_linear=0
shrinkage=0.1


Tree=2626
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 1 6 1 0 5 0 2 3 0 1 0 1 0 1 3 6 1 3 2 5 0 3 1 1 0
split_gain=9.21957e+11 6.79422e+12 3.15803e+13 2.29332e+13 2.90823e+13 1.94546e+13 4.93271e+13 4.03478e+13 3.64094e+13 2.27041e+13 1.86834e+13 1.99441e+13 2.63569e+13 2.54808e+13 1.72389e+13 3.21549e+13 2.03863e+13 3.43606e+13 1.78543e+13 1.83485e+13 3.73536e+13 3.33103e+13 2.591e+13 2.3044e+13 2.23615e+13 3.03836e+13 2.11669e+13 3.40851e+13 3.1652e+13 5.11396e+13
threshold=55.405000000000008 50.005000000000003 5.5000000000000009 83.093115700000013 82.991167100000027 82.958618050000013 1.5000000000000002 82.981501350000016 54.945614000000006 52.990000000000002 53.310923100000004 10.500000000000002 15.500000000000002 53.242949050000007 65.520339550000017 55.07108800000001 82.871296800000025 55.046835900000012 60.837513500000007 12.500000000000002 1.5000000000000002 49.111504200000006 8.5000000000000018 11.500000000000002 55.005000000000003 59.882016200000002 9.5000000000000018 37.615058950000012 30.323743050000001 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 14 7 8 -7 10 11 12 -8 -14 18 16 17 -16 19 20 21 22 -4 -22 26 -26 27 -24 -28 -30
right_child=-2 2 5 -5 -6 6 9 -9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 23 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=23.351529285005483 59.14810873884025 1613.0143178284648 -8060.3854374210387 -3200.5109408588191 27483.570751729654 58119.342679155554 -9329.6049942862137 3807.7140356215855 16718.255666365047 -3574.2450589013711 4795.2336532863801 60141.81773231909 -15512.05830439815 -155617.85000000001 6711.9564923158632 -8489.9802541522204 -2399.5016805401019 75483.38019120066 3439.5681754787302 -329.19948012105556 -2999.5495894193973 12146.120421550104 21361.923659897606 -19832.208553379183 -4254.9446892042142 -56921.435847383393 -15695.161249879246 1044.5756955287841 -712.82405531101745 30922.429507558001
leaf_weight=2353354 1636543 76783 2986 10602 437 246 776 3344 1556 11482 7699 38 27 25 1649 9121 6974 76 8321 96574 76878 2789 1517 822 563 136 1021 1812 3412 601
leaf_count=2353354 1636543 76783 2986 10602 437 246 776 3344 1556 11482 7699 38 27 25 1649 9121 6974 76 8321 96574 76878 2789 1517 822 563 136 1021 1812 3412 601
internal_value=0 -36.097 -462.285 1160.65 1759.42 -1055.06 1574.22 10307.8 22370.1 -667.663 3228.82 -10697.1 -13948.1 -82870.6 -1362.79 -4341.55 8.11914 9741.89 -1093.93 -1293.4 -2299.67 2298.08 18.3528 -3177.62 2680.36 -14501.9 4116.5 10303 25.3208 4024.97
internal_weight=0 2.68162e+06 328267 87822 77220 240445 25193 5146 1802 20047 8565 866 828 52 215252 17820 8699 1725 197432 189111 92537 14837 12048 77700 9062 699 8363 3329 5034 4013
internal_count=4318164 2681621 328267 87822 77220 240445 25193 5146 1802 20047 8565 866 828 52 215252 17820 8699 1725 197432 189111 92537 14837 12048 77700 9062 699 8363 3329 5034 4013
is_linear=0
shrinkage=0.1


Tree=2627
num_leaves=31
num_cat=0
split_feature=5 0 0 5 0 1 1 5 0 3 1 0 5 1 5 4 1 3 1 1 6 5 4 0 1 1 0 1 2 1
split_gain=8.4879e+11 7.89336e+12 1.84286e+13 2.84812e+13 2.83708e+13 5.67057e+13 2.76902e+13 2.34224e+13 1.92762e+13 5.01036e+13 1.72969e+13 1.72791e+13 1.69467e+13 1.58139e+13 1.52546e+13 4.56003e+13 2.37479e+13 1.52486e+13 1.46632e+13 1.81846e+13 1.41898e+13 2.18763e+13 2.0536e+13 6.39721e+13 2.16998e+13 3.54019e+13 2.42511e+13 2.03771e+13 1.82117e+13 2.70037e+13
threshold=34.010000000000012 55.535913550000011 55.674875350000008 21.015000000000004 55.657530000000008 37.832345550000007 37.39371280000001 28.810000000000006 55.551692500000009 14.500000000000002 38.633372000000001 55.576287050000012 30.725000000000005 37.214886200000009 28.810000000000006 1.0000000180025095e-35 37.487839250000007 24.500000000000004 37.944765900000007 39.826386800000009 1.5000000000000002 26.005000000000006 1.0000000180025095e-35 55.619594000000006 37.098288800000006 37.726745000000001 55.619594000000006 37.615058950000012 1.5000000000000002 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 11 8 6 12 -8 9 -5 -1 -3 13 -6 15 -11 -16 -18 -7 -20 21 -10 23 -22 -24 26 -26 -28 -25 -30
right_child=-2 2 -4 4 5 18 7 -9 20 14 -12 -13 -14 -15 16 -17 17 -19 19 -21 22 -23 24 28 25 -27 27 -29 29 -31
leaf_value=-2424.0305232394121 -19.709378216359223 -13030.98093122092 242.2317064689579 84.26873185475668 -34548.120780543279 -9688.0410025024412 17484.833602102179 41796.757682203213 6190.352567312746 60066.845760963079 -2.7462058168733114 -137.49275671078416 -26249.855959584354 40192.967863175676 83539.182619295199 -15141.239825321321 -8337.9853698730476 85129.5419921875 26650.928584408972 -3040.2038655123051 11053.588459960938 -7198.5821025605655 -11748.432355530755 -24161.526230433999 7673.6922704407252 1831.5567028011928 18502.244987945123 46242.207075664286 -102260.77111372515 -12431.543227358219
leaf_weight=32139 3605602 1295 294546 960 38 840 760 828 1953 168 359819 5266 153 111 139 155 64 24 345 513 650 3253 630 281 1674 4411 1051 354 88 54
leaf_count=32139 3605602 1295 294546 960 38 840 760 828 1953 168 359819 5266 153 111 139 155 64 24 345 513 650 3253 630 281 1674 4411 1051 354 88 54
internal_value=0 99.7305 467.737 3016.73 4934.55 12967 24882.8 30161.3 3122.98 13872 -201.282 -2682.39 -2872.97 21131.5 37937.7 23976.3 57803.6 17153.2 -296.236 8898.54 1995.75 -2175.8 4358.1 -8643.81 6076.21 7575.48 15804.3 25491.5 -38911.7 -68100.4
internal_weight=0 712562 320604 26058 19497 3588 1890 1588 15909 1510 391958 6561 302 149 550 323 227 88 1698 858 14399 5206 9193 1073 8120 7490 3079 1405 423 142
internal_count=4318164 712562 320604 26058 19497 3588 1890 1588 15909 1510 391958 6561 302 149 550 323 227 88 1698 858 14399 5206 9193 1073 8120 7490 3079 1405 423 142
is_linear=0
shrinkage=0.1


Tree=2628
num_leaves=31
num_cat=0
split_feature=0 6 5 1 1 5 0 1 1 3 0 1 0 5 1 4 1 0 1 1 0 0 0 3 5 5 1 0 1 4
split_gain=9.6171e+11 8.64408e+12 2.41014e+13 2.52228e+13 4.21997e+13 3.39206e+13 2.90166e+13 4.20524e+13 6.49499e+13 4.55643e+13 2.73772e+13 3.32816e+13 4.11117e+13 5.57619e+13 3.0574e+13 4.68995e+13 3.86439e+13 2.73205e+13 2.78237e+13 5.37154e+13 3.80746e+13 3.79502e+13 2.78281e+13 2.67571e+13 7.5016e+13 3.80685e+13 2.63896e+13 5.65989e+13 4.91499e+13 4.37033e+13
threshold=54.811549550000009 1.5000000000000002 52.405000000000008 37.362912300000012 37.692869000000009 88.015000000000015 45.067452850000002 39.488326500000007 39.262370300000008 17.500000000000004 45.03656895000001 41.950906500000009 44.226894250000008 70.00500000000001 39.718803500000007 2.5000000000000004 39.753614400000011 53.340367100000002 45.148007750000012 39.718803500000007 53.204054050000003 48.713222300000005 51.83362145000001 9.5000000000000018 55.990000000000002 55.005000000000003 39.027779200000005 45.055827000000008 38.950530550000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 10 8 -8 -10 11 12 13 14 15 -6 23 18 19 -9 -21 -20 -23 24 -16 -25 27 28 29 -12
right_child=-2 -3 3 4 5 -7 7 17 9 -11 26 -13 -14 -15 16 -17 -18 -19 21 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-311.47161918137419 -30.559681123993933 -50.111737173218614 -1985.6559147762671 26037.442439026941 52465.902663225454 -2275.6575357894026 5617.529822810422 -2888.3323192778089 24212.574048854101 -50568.894117373515 139502.74639616936 -2091.6535725754302 3438.7719975128257 52087.008684903441 42575.296957031249 -84150.725948660722 23393.047307812503 6177.47761767462 36755.735438565338 9352.986737043253 53019.642246490919 -14178.545245781384 -1760.7414663611239 -81982.985416666663 -109599.28082753057 12882.333332129449 1823.5573127504854 4662.7240313944158 -25189.56213129461 6645.9207459984755
leaf_weight=126195 3042403 1042929 15593 747 245 14415 18513 6195 2713 84 31 9078 7424 428 50 28 375 10175 220 4478 209 2521 6351 51 92 248 2809 1393 2048 123
leaf_count=126195 3042403 1042929 15593 747 245 14415 18513 6195 2713 84 31 9078 7424 428 50 28 375 10175 220 4478 209 2521 6351 51 92 248 2809 1393 2048 123
internal_value=0 72.878 623.788 1730.58 2367.06 2171.24 3016 4363.17 7763.41 21966.7 177.523 2173.5 6504.01 21504.9 9485.43 38453.9 -206.238 1959.8 -188.733 3222.8 11300.1 -4271.92 -5289.29 -20273.7 -56016.7 -3298.71 -5438.58 -11112.9 -21092.7 33389.8
internal_weight=0 1.27576e+06 232832 106637 91044 90297 75882 51459 21310 2797 24423 18019 8941 1517 1089 273 816 30149 19974 10882 4687 9092 8872 441 142 299 6404 3595 2202 154
internal_count=4318164 1275761 232832 106637 91044 90297 75882 51459 21310 2797 24423 18019 8941 1517 1089 273 816 30149 19974 10882 4687 9092 8872 441 142 299 6404 3595 2202 154
is_linear=0
shrinkage=0.1


Tree=2629
num_leaves=31
num_cat=0
split_feature=1 2 5 3 5 0 3 5 5 5 0 4 5 2 6 4 5 0 4 5 5 5 5 5 3 4 5 3 3 2
split_gain=1.06071e+12 5.64766e+12 1.58011e+13 4.97396e+12 1.29978e+13 1.3913e+13 1.44779e+13 7.94288e+12 7.28192e+12 5.64736e+12 5.63959e+12 7.06225e+12 8.82909e+12 7.07841e+12 5.25529e+12 7.77251e+12 5.06981e+12 4.88638e+12 9.67718e+12 1.79427e+13 2.13135e+13 2.25761e+13 1.67395e+13 1.82409e+13 5.53604e+13 1.61607e+14 1.71327e+13 3.45161e+13 1.80341e+13 1.77123e+13
threshold=28.619594500000002 10.500000000000002 128.92000000000004 14.500000000000002 75.750000000000014 54.736324100000012 13.500000000000002 75.750000000000014 42.205000000000005 95.020000000000024 54.725565150000001 1.5000000000000002 38.905000000000008 12.500000000000002 1.5000000000000002 2.5000000000000004 77.00500000000001 54.725565150000001 2.5000000000000004 71.715000000000018 125.85000000000001 96.015000000000015 123.15000000000002 118.33500000000002 6.5000000000000009 3.5000000000000004 177.02500000000003 7.5000000000000009 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 10 6 14 8 -5 -9 11 12 -3 -13 16 -16 -6 -1 19 -19 21 -21 23 -20 -25 -26 27 28 -24 -30
right_child=-2 2 -4 7 5 -7 -8 9 -10 -11 -12 13 -14 -15 15 -17 -18 18 22 20 -22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-235.89554407091455 -4.6041347596388835 -37366.66795987216 -86952.590081521746 -7144.8694938084345 -691.42300575657896 -61809.3115234375 -30111.186875000003 -39393.250680842873 12388.030164220474 19637.437574404765 -8045.4191982496168 -64761.496525186572 12782.649486979168 -12399.164936755953 93343.848242187509 24424.557500000003 61510.413671875001 1868.5777695823356 7823.6800917009887 -11281.985024742553 87096.937053571441 -84687.472727272732 7681.003118379238 171769.13373842594 -193251.60054347827 190440.55007440477 40349.354687500003 20111.331007197135 -102336.10644188598 -36210.50450055804
leaf_weight=19164 4281218 66 23 305 38 20 35 71 510 21 723 67 75 42 36 30 20 10884 3345 877 21 44 59 27 23 21 56 146 57 140
leaf_count=19164 4281218 66 23 305 38 20 35 71 510 21 723 67 75 42 36 30 20 10884 3345 877 21 44 59 27 23 21 56 146 57 140
internal_value=0 533.517 -4525.88 -3605.14 -7966.28 16798.7 26686.5 1934.04 5078.17 -25918.9 -12522.2 -25469.1 -10691.5 -44585.2 42718.1 62016.9 20757.5 835.653 2143.62 722.652 -12517.5 -14788.9 6481.37 8888.3 59045.5 -10125.8 -11470.8 -18689.5 -40818.2 -55343.3
internal_weight=0 36946 2082 2059 1152 179 159 907 815 92 973 250 141 109 124 66 58 34864 15700 11826 942 921 3874 3416 71 44 458 402 256 197
internal_count=4318164 36946 2082 2059 1152 179 159 907 815 92 973 250 141 109 124 66 58 34864 15700 11826 942 921 3874 3416 71 44 458 402 256 197
is_linear=0
shrinkage=0.1


Tree=2630
num_leaves=31
num_cat=0
split_feature=1 0 0 2 5 3 5 5 5 2 0 5 5 1 5 3 3 2 4 3 5 2 2 5 3 3 5 0 3 3
split_gain=8.59172e+11 4.6885e+12 5.51968e+12 4.69997e+12 1.27989e+13 4.79991e+12 1.12493e+13 1.41191e+13 1.04531e+13 1.10503e+13 5.98189e+12 1.1496e+13 5.84939e+13 4.39743e+13 5.91272e+13 5.15538e+13 5.12598e+13 4.40603e+13 4.37653e+13 4.18396e+13 3.9775e+13 3.24778e+13 2.92641e+13 2.6113e+13 2.20602e+13 2.0265e+13 2.01249e+13 1.99499e+13 1.99437e+13 2.97456e+13
threshold=28.619594500000002 59.609407350000005 60.693675950000006 10.500000000000002 128.92000000000004 13.500000000000002 66.50500000000001 74.610000000000014 82.00500000000001 8.5000000000000018 54.725565150000001 94.040000000000006 95.020000000000024 20.507360500000004 99.555000000000021 4.5000000000000009 6.5000000000000009 4.5000000000000009 2.5000000000000004 7.5000000000000009 93.00500000000001 6.5000000000000009 1.5000000000000002 114.05000000000001 11.500000000000002 7.5000000000000009 112.04500000000002 54.708501450000007 7.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 10 -7 -8 -9 -10 11 20 28 14 19 -15 17 -17 21 -14 -1 25 -16 -24 -20 -18 -19 -22 -13 -30
right_child=-2 2 -4 4 -6 6 7 8 9 -11 -12 12 13 15 22 16 18 26 24 -21 27 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1433.0086659758642 -4.1437218275901468 -32596.920904250375 20129.339618389422 -3244.6232236961305 -78257.331657608695 10822.868472554852 -13395.603921300351 33158.899454398779 -12544.835958290972 26663.797440858645 1934.6309148593007 10179.581397804055 1751.5768467999887 -53924.636057692318 43484.146261031543 46859.493851102947 -25588.895832487826 241099.69821428575 47015.1875707492 -95681.379831583006 -20654.009226562499 56092.200234374999 10515.265868830735 -23495.523513020835 -39365.827627840918 -117359.31000000001 104238.52500000001 -141608.26117838544 154882.54329861113 39903.058055555557
leaf_weight=14985 4281218 84 26 2059 23 1429 571 138 219 107 15224 37 69 78 135 85 77 21 284 122 25 35 453 450 33 35 22 30 45 45
leaf_count=14985 4281218 84 26 2059 23 1429 571 138 219 107 15224 37 69 78 135 85 77 21 284 122 25 35 453 450 33 35 22 30 45 45
internal_value=0 480.165 -20134.4 541.724 -4073.29 818.195 5072.49 -2866.91 10089.7 324.255 493.556 -791.978 6279.54 1885.38 -9350.27 22495.3 32564.1 88589 17108.9 -60483.1 -1744.56 -27991.1 58.5642 -6433.63 38022.8 -54267.2 171078 -86629.1 71984.2 97392.8
internal_weight=0 36946 110 36836 2082 34754 2464 1035 464 326 32290 17066 2026 1899 1229 670 592 128 464 191 15040 147 1038 903 317 112 43 55 127 90
internal_count=4318164 36946 110 36836 2082 34754 2464 1035 464 326 32290 17066 2026 1899 1229 670 592 128 464 191 15040 147 1038 903 317 112 43 55 127 90
is_linear=0
shrinkage=0.1


Tree=2631
num_leaves=31
num_cat=0
split_feature=1 0 0 3 6 1 5 1 5 5 0 4 1 4 0 5 0 5 1 3 6 5 5 3 0 5 5 1 5 5
split_gain=8.41869e+11 3.43892e+12 1.23053e+13 3.38567e+12 1.63904e+13 3.0501e+13 2.04099e+13 2.708e+13 2.16981e+13 1.0856e+13 8.29732e+12 9.46096e+12 1.49654e+13 7.93743e+12 1.24367e+13 1.21881e+13 8.87691e+12 8.31334e+12 3.42264e+13 2.64095e+13 2.49427e+13 2.32326e+13 1.97389e+13 1.75993e+13 1.47113e+13 1.20414e+13 1.88017e+13 1.66359e+13 1.58003e+13 1.53249e+13
threshold=86.067573200000012 46.672631750000008 44.039893800000009 6.5000000000000009 1.5000000000000002 91.910414550000013 42.005000000000003 104.38035940000002 59.245000000000012 37.995000000000012 56.054485600000007 2.5000000000000004 91.910414550000013 1.0000000180025095e-35 55.388132500000005 177.02500000000003 55.349623500000007 64.020000000000024 91.910414550000013 17.500000000000004 1.5000000000000002 62.015000000000008 93.00500000000001 8.5000000000000018 55.212972300000011 68.00500000000001 67.990000000000023 114.17164950000002 76.730000000000018 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 8 -8 10 11 -5 -13 14 16 17 -11 21 19 20 -19 -15 24 -22 -21 26 -20 -28 -27 -30
right_child=1 3 -4 9 -6 6 7 -9 -10 13 -12 12 -14 15 -16 -17 -18 18 25 22 23 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=-8.9465268287844353 10212.005327273639 9635.7438988180711 -83321.517631392053 -4418.9060376307471 862.59637293335072 -3484.8339755249021 -27368.763009192877 -6128.6731492294894 -75487.443351814509 18185.20400627478 1069.3926412001631 -23436.402747691762 85938.709617456901 428.43024307373929 -1253.6237678289415 27929.797913370254 63702.227739640781 -32909.004436564624 -913.76253881434877 84625.313802083343 -34105.130602297009 10921.200706888745 132237.46128906248 -5987.5481563584799 -10621.5963671875 6761.6397609175901 -21433.117516327897 33666.541840323756 -3930.6799183944081 3709.7173879265902
leaf_weight=4147874 39 612 22 10403 85496 560 237 291 155 268 4166 22 29 39901 384 158 51 415 3896 24 234 2228 20 4572 50 4722 769 59 5380 5127
leaf_count=4147874 39 612 22 10403 85496 560 237 291 155 268 4166 22 29 39901 384 158 51 415 3896 24 234 2228 20 4572 50 4722 769 59 5380 5127
internal_value=0 217.917 -23521.4 226.424 660.825 -8638.72 -17636.3 -29239.2 -46395.3 -231.423 -2704.39 -4208.27 38757.3 298.256 10869.2 188.251 25462.2 123.216 -1310.86 -8441.81 -9387.65 983.342 44092.3 -7356.57 20269.3 588.652 -3822.13 -17506.9 1956.87 -202.469
internal_weight=0 170290 61 170229 87351 1855 1243 683 392 82878 14620 10454 51 68258 703 67555 319 67397 25268 5315 5221 42129 94 4806 74 19953 4724 828 15229 10507
internal_count=4318164 170290 61 170229 87351 1855 1243 683 392 82878 14620 10454 51 68258 703 67555 319 67397 25268 5315 5221 42129 94 4806 74 19953 4724 828 15229 10507
is_linear=0
shrinkage=0.1


Tree=2632
num_leaves=31
num_cat=0
split_feature=5 5 6 1 5 1 0 3 3 0 3 1 0 2 2 6 1 0 1 2 6 4 1 1 0 0 3 0 3 0
split_gain=8.59885e+11 8.4378e+12 9.22077e+12 1.40349e+13 8.60911e+12 1.33297e+13 1.58714e+13 1.6437e+13 1.36443e+13 4.22345e+13 4.77096e+13 1.70428e+13 1.60593e+13 1.78399e+13 1.3655e+13 1.50412e+13 1.5446e+13 2.43437e+13 4.3189e+13 1.24449e+13 1.22554e+13 1.81118e+13 1.16394e+13 1.1285e+13 1.05934e+13 3.32341e+13 1.55521e+13 1.38298e+13 2.49147e+13 1.56727e+13
threshold=39.005000000000003 39.025000000000013 1.5000000000000002 82.968597500000016 39.305000000000007 38.096381250000007 55.657530000000008 27.500000000000004 13.500000000000002 59.916647550000008 12.500000000000002 30.362552800000003 59.963407450000012 3.5000000000000004 11.500000000000002 1.5000000000000002 37.66934650000001 55.784980300000008 37.559851850000008 2.5000000000000004 1.5000000000000002 1.5000000000000002 30.259484550000003 37.712318250000003 55.946414150000003 56.009576300000013 25.500000000000004 55.751981950000008 23.500000000000004 55.762622900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 20 8 9 14 12 -10 13 19 15 -8 17 18 -17 -11 21 -3 -12 -9 26 -26 27 -13 29 -29
right_child=1 4 3 -5 -6 -7 7 23 11 10 22 24 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=72.168512769907011 -988.78973751750027 19854.679640228045 -14991.003993252843 -2382.9223958441221 -24.342826014813458 5740.6110982751916 -24991.869906607211 37911.313918378277 -20924.132378384846 16282.864328529096 59206.620585029072 -1118.1778174610417 -2908.0075049700058 8778.2741137274388 -92202.990468750009 4219.487461890244 -27884.567776465603 737.70191718417436 170981.37603124999 97239.846732954553 -2057.5421506760704 -38958.237667410714 134647.19116085739 -9999.2043606228308 65544.783967701995 -1758.7068412310082 55896.2353515625 -55203.308531250004 -63194.388481657617 -6362.7054626925492
leaf_weight=1194349 18265 806 1265 2923 3088542 6523 339 155 823 29 43 749 280 116 20 41 129 323 25 55 662 56 39 72 82 697 36 75 115 530
leaf_count=1194349 18265 806 1265 2923 3088542 6523 339 155 823 29 43 749 280 116 20 41 129 323 25 55 662 56 39 72 82 697 36 75 115 530
internal_value=0 -27.5927 -1959.17 -6191.24 -13.6086 2572.43 -709.451 -3546.31 -4857.64 3192.46 24593.5 -8586.03 12550.9 34193.4 -10521.8 -8615.57 2101.74 12045.8 67386.9 69290.4 8175.27 16033.9 95086.9 22715 -4140.21 5325.87 -9039.93 -10631.3 -20527.6 -12417.3
internal_weight=0 3.12382e+06 22453 4188 3.10136e+06 12820 6297 4773 4546 1439 562 3107 480 200 877 857 518 389 66 84 1524 862 82 227 2284 779 1505 1469 720 605
internal_count=4318164 3123815 22453 4188 3101362 12820 6297 4773 4546 1439 562 3107 480 200 877 857 518 389 66 84 1524 862 82 227 2284 779 1505 1469 720 605
is_linear=0
shrinkage=0.1


Tree=2633
num_leaves=31
num_cat=0
split_feature=3 0 3 3 5 5 5 2 2 2 3 2 2 5 4 5 5 5 1 2 4 5 3 5 1 1 5 5 5 2
split_gain=8.59156e+11 5.88807e+12 1.84716e+13 2.14023e+13 3.70131e+13 3.89222e+13 2.48623e+13 3.85465e+13 2.36691e+13 3.00856e+13 5.8324e+13 2.49656e+13 2.34011e+13 4.81967e+13 1.83245e+13 3.35888e+13 2.38745e+13 1.76048e+13 1.75279e+13 3.57444e+13 1.59422e+13 2.65577e+13 6.68491e+13 1.53493e+13 1.45299e+13 1.41611e+13 2.30053e+13 3.32758e+13 2.82012e+13 2.10123e+13
threshold=10.500000000000002 43.592450450000008 19.500000000000004 21.500000000000004 32.475000000000001 31.990000000000006 31.990000000000006 2.5000000000000004 7.5000000000000009 4.5000000000000009 22.500000000000004 3.5000000000000004 8.5000000000000018 69.610000000000014 4.5000000000000009 161.85000000000002 161.85000000000002 50.805000000000007 39.718803500000007 6.5000000000000009 2.5000000000000004 88.015000000000015 23.500000000000004 75.750000000000014 39.726951800000002 39.726951800000002 125.85000000000001 99.555000000000021 55.990000000000002 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 -4 -5 -8 9 11 -11 -9 13 -10 16 -16 18 -12 19 -2 -14 22 -22 -13 -19 26 27 28 -6 -27
right_child=1 -3 3 6 25 -7 7 8 12 10 17 23 20 -15 15 -17 -18 24 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=34.727821532712774 147958.69624999954 -75.803785670134602 -5041.8763192160086 -101748.03750000001 -70319.987585870156 135679.61423828124 99368.981208147321 -41637.814863782056 154918.06471774195 -206592.70738636365 -92266.81092447917 7121.419836956522 -5901.0221784931082 -38614.689666193182 36552.833703125005 -115211.18749441963 50238.544274450236 -48680.957410714291 2794.042777075193 -11627.912695312501 210955.23229166667 7037.5798934108534 -30373.940181107955 120317.363875 39545.402451171882 -21329.546640990069 54838.938020833339 -150792.71529737904 7741.7658532873384 59743.43997587316
leaf_weight=2688514 25 1614339 57 22 116 30 42 39 31 22 30 23 399 22 25 35 108 35 13280 32 24 129 22 25 40 535 21 31 77 34
leaf_count=2688514 25 1614339 57 22 116 30 42 39 31 22 30 23 399 22 25 35 108 35 13280 32 24 129 22 25 40 535 21 31 77 34
internal_value=0 -57.2922 1894.51 -7603.64 -18513.9 43482.8 3258.35 5874.59 1205.43 -27510.3 -58543.8 17791.4 11006.3 74583.7 3164.68 -51976.2 3410.75 -27524 3031.55 58366.2 5135.96 30300.3 95536.9 66077.6 -1626.9 -25140 -45240.6 -54623.1 -39176.2 -16485.1
internal_weight=0 1.62965e+06 15311 1806 901 87 905 883 841 214 127 87 627 53 13505 60 13445 105 13337 57 574 175 46 48 75 814 245 224 193 569
internal_count=4318164 1629650 15311 1806 901 87 905 883 841 214 127 87 627 53 13505 60 13445 105 13337 57 574 175 46 48 75 814 245 224 193 569
is_linear=0
shrinkage=0.1


Tree=2634
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 1 3 1 0 1 0 0 6 2 0 0 0 5 0 3 3 0 0 1 1 0 3 5 3 2
split_gain=8.23925e+11 6.80189e+12 3.01791e+13 3.36528e+13 4.54095e+13 3.74286e+13 3.68887e+13 3.84193e+13 3.29783e+13 3.5101e+13 3.29781e+13 1.11125e+14 3.24412e+13 5.7465e+13 3.02936e+13 7.76844e+13 4.6858e+13 4.37369e+13 4.00973e+13 3.842e+13 3.412e+13 3.3886e+13 3.37079e+13 4.34381e+13 5.83381e+13 3.2505e+13 5.23024e+13 5.18507e+13 3.69214e+13 3.01991e+13
threshold=9.5000000000000018 1.5000000000000002 59.025000000000013 42.205000000000005 39.969502550000009 39.925119750000007 3.5000000000000004 45.148007750000012 53.145783300000012 114.17164950000002 56.301440000000007 56.320495600000008 1.5000000000000002 3.5000000000000004 59.932719750000011 59.982527000000012 59.609407350000005 44.205000000000005 46.672631750000008 6.5000000000000009 5.5000000000000009 60.003414000000006 54.725565150000001 37.214886200000009 37.417247200000006 55.826364100000013 8.5000000000000018 46.810000000000009 7.5000000000000009 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 5 14 -6 10 9 -9 -8 -12 -4 -14 16 -16 18 -18 -5 -17 -20 -21 -22 -24 25 26 -25 -27 -29 -1
right_child=-2 -3 12 4 6 -7 7 8 -10 -11 11 -13 13 -15 15 19 17 -19 20 21 22 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=34.013077496696042 39.427068131784679 -187.65120142819933 5022.646596130603 -2403.4227519828205 -5231.5920345118457 -24547.31471327593 10818.092829362455 -7875.2511187760865 6141.8956299746742 64422.416080729163 78851.743648773772 3152.1648913623344 -1518.9578725785277 -20919.892881718013 20264.443467328198 4024.2351637327079 6588.1197330428076 -19590.434141557082 10320.627419524224 -66466.325894344554 9340.7326334206409 -13439.952824011172 -18625.364452057627 -31704.236530365815 -3013.8277280587613 3479.8140286959133 38395.370446616304 235980.6579752604 78338.903645833343 114622.64938434104
leaf_weight=610953 2379540 1248542 2107 18266 2943 601 4475 2510 18197 69 318 497 3809 2548 2371 905 897 2212 6120 170 3118 414 1441 148 4476 52 379 24 39 23
leaf_count=610953 2379540 1248542 2107 18266 2943 601 4475 2510 18197 69 318 497 3809 2548 2371 905 897 2212 6120 170 3118 414 1441 148 4476 52 379 24 39 23
internal_value=0 -48.3943 203.559 277.251 2343.68 227.322 5381.03 6579.25 4642.01 -5940.96 14187.6 32688.9 -5730.96 -9295.2 590.198 9022.15 -285.389 -12037.5 787.247 -8879.44 4476.6 -28875.7 780.684 -3288.57 1029.59 29220.1 18709 77388.7 138393 38.3267
internal_weight=0 1.93862e+06 690082 681618 70642 41633 29009 26066 20776 2579 5290 815 8464 6357 41032 3860 37172 3109 34063 1489 15797 584 9677 6559 5118 642 527 115 63 610976
internal_count=4318164 1938624 690082 681618 70642 41633 29009 26066 20776 2579 5290 815 8464 6357 41032 3860 37172 3109 34063 1489 15797 584 9677 6559 5118 642 527 115 63 610976
is_linear=0
shrinkage=0.1


Tree=2635
num_leaves=31
num_cat=0
split_feature=5 0 0 5 5 3 3 2 2 2 3 3 2 0 0 1 1 2 0 1 3 1 4 5 6 6 5 2 2 2
split_gain=8.65842e+11 6.00982e+12 1.40947e+13 2.22802e+13 4.86536e+13 7.10803e+13 2.5072e+13 6.43248e+13 8.56137e+13 2.6903e+13 3.79764e+13 2.63784e+13 2.42792e+13 2.11717e+13 2.04272e+13 2.50723e+13 2.48889e+13 1.97544e+13 2.32003e+13 1.6792e+13 1.77908e+13 4.95373e+13 3.88224e+13 7.10773e+13 8.07744e+13 4.36708e+13 6.34205e+13 4.22877e+13 4.14285e+13 6.12946e+13
threshold=55.405000000000008 45.013473000000012 45.047272400000004 81.00500000000001 84.030000000000015 2.5000000000000004 23.500000000000004 10.500000000000002 7.5000000000000009 3.5000000000000004 5.5000000000000009 15.500000000000002 5.5000000000000009 45.040161900000008 45.029420750000007 39.041623000000008 38.984911950000004 4.5000000000000009 45.029420750000007 38.891822450000006 21.500000000000004 38.969379750000009 2.5000000000000004 110.05000000000001 1.5000000000000002 1.5000000000000002 114.05000000000001 13.500000000000002 14.500000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 9 8 -8 13 -11 -12 17 -7 15 16 -14 -13 -19 -6 -21 22 27 24 -24 -25 -27 -22 29 -28
right_child=1 2 -4 4 19 6 7 -9 -10 10 11 12 14 -15 -16 -17 -18 18 -20 20 21 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=-34.981199379887464 -656.85253491723915 318.2632507713958 60.598021818149427 190712.87031250002 -68995.135986328125 7190.0799834280306 34487.194947076612 75455.222851562503 -193719.66193080359 134867.721343471 5500.9213762114323 34553.839282852561 64881.497831003289 -78438.160919744332 13891.711402107008 123749.7358557413 -17023.847716619319 43335.329941406257 179829.10274621213 5750.186989939195 12808.600223275746 -17611.594824867247 -44260.817606026787 81554.786526639349 89779.227116313734 -151608.52801724136 -10203.824159597843 -53373.130335635229 -38367.113036247705 85771.609825830557
leaf_weight=2681621 109916 25096 1489243 25 32 231 31 39 35 35 316 39 114 33 264 43 55 20 33 8433 227 1280 56 61 228 29 188 168 170 103
leaf_count=2681621 109916 25096 1489243 25 32 231 31 39 35 35 316 39 114 33 264 43 55 20 33 8433 227 1280 56 61 228 29 188 168 170 103
internal_value=0 57.3198 108.74 2026.53 5515.35 23707.6 20466.1 -26365.1 -86531.6 24622.7 32705.3 28660.4 41544.9 -3513.45 32455.5 55572.7 38225.9 88572.5 128322 3338.91 3550.43 -3840.23 10490.9 22710.2 63348.8 1763.96 -8169.18 -15339.6 854.116 23766.9
internal_weight=0 1.63654e+06 1.52663e+06 37384 12288 1313 1288 105 66 1183 919 884 568 264 476 212 169 92 53 10975 10943 2510 1230 835 284 551 490 395 461 291
internal_count=4318164 1636543 1526627 37384 12288 1313 1288 105 66 1183 919 884 568 264 476 212 169 92 53 10975 10943 2510 1230 835 284 551 490 395 461 291
is_linear=0
shrinkage=0.1


Tree=2636
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 0 3 2 1 2 2 4 2 3 0 0 3 3 3 4 5 1 2 0 5 1 3 2 1 0
split_gain=8.57363e+11 5.5598e+12 1.09372e+13 2.83225e+13 2.36209e+13 2.15755e+13 2.20002e+13 1.91524e+13 1.61657e+13 2.40111e+13 1.86514e+13 1.53145e+13 2.58299e+13 4.4806e+13 2.47158e+13 2.49993e+13 2.4781e+13 1.38764e+13 2.06302e+13 1.24434e+13 1.02552e+13 2.47237e+13 2.60709e+13 5.1823e+13 2.75104e+13 2.06215e+13 1.90021e+13 3.8678e+13 5.1054e+13 5.55028e+13
threshold=10.500000000000002 177.02500000000003 82.902675200000019 61.310823700000007 55.025681450000008 55.055104550000003 15.500000000000002 1.5000000000000002 56.022377500000012 4.5000000000000009 9.5000000000000018 4.5000000000000009 15.500000000000002 13.500000000000002 55.160271200000004 57.117834900000013 17.500000000000004 20.500000000000004 16.500000000000004 3.5000000000000004 150.04500000000004 82.91993380000001 11.500000000000002 55.043101600000007 161.85000000000002 82.945329900000004 11.500000000000002 9.5000000000000018 65.551978750000004 53.242949050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 7 -4 6 -6 -3 -9 -10 -11 14 13 -13 16 -16 -5 18 -12 -7 -2 26 23 25 -24 -23 27 28 29 -22
right_child=1 2 4 11 5 19 -8 8 9 10 17 12 -14 -15 15 -17 -18 -19 -20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=34.691558826628729 -54.38600519380185 -65701.135243626646 2931.0221173585769 140682.20438368057 -19327.622343162257 -53432.770161290333 -139469.21584821431 9402.665605965025 65800.490062500001 -91712.113164893628 -31615.75891047297 22666.116997070316 -4836.7035342261906 229473.60933948864 -103354.95461956522 30853.427857142859 15384.751562500001 -71504.353571428568 90667.001455965918 31447.335887419871 -24999.426162790696 58168.853909560392 -74701.45632440476 175602.60647321431 19645.827367120724 -36286.75610608553 -6700.3621597182637 -87624.257242659689 -71978.599385245907 145974.25372242648
leaf_weight=2688514 1624477 38 548 27 27 31 35 1466 25 47 37 20 21 22 23 35 38 28 22 39 43 59 42 28 117 38 2131 91 61 34
leaf_count=2688514 1624477 38 548 27 27 31 35 1466 25 47 37 20 21 22 23 35 38 28 22 39 43 59 42 28 117 38 2131 91 61 34
internal_value=0 -57.2324 4627.86 8615.95 -6216.23 -44191.2 -87149.5 4476.84 6117.92 -24167.8 -40953 45623.2 85717 130994 25087.4 -22367.1 67431.4 -13531.4 13981.2 -6142.43 -64.5143 -6287.36 21588.2 55759.5 -5276.1 21165.6 -9641.87 -37014.6 -3641.63 50495.4
internal_weight=0 1.62965e+06 2529 1849 680 132 62 1663 1625 159 134 186 63 42 123 58 65 87 59 70 1.62712e+06 2644 284 125 159 97 2360 229 138 77
internal_count=4318164 1629650 2529 1849 680 132 62 1663 1625 159 134 186 63 42 123 58 65 87 59 70 1627121 2644 284 125 159 97 2360 229 138 77
is_linear=0
shrinkage=0.1


Tree=2637
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 1 5 6 5 5 1 5 4 3 5 2 5 2 0 5 5 2 5 1 5 1 5 3 2 0
split_gain=8.80558e+11 7.57255e+12 3.58231e+13 3.01288e+13 2.1803e+13 4.12947e+13 2.53191e+13 2.49415e+13 3.32786e+13 2.16906e+13 1.95282e+13 2.17319e+13 2.96322e+13 2.79393e+13 2.2684e+13 1.86995e+13 1.86933e+13 1.82295e+13 1.76545e+13 4.14421e+13 4.67854e+13 3.47899e+13 3.43453e+13 5.75058e+13 2.98085e+13 3.53266e+13 3.03194e+13 2.75905e+13 3.32359e+13 2.63112e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 6.5000000000000009 44.580511600000001 37.971176850000006 50.805000000000007 1.5000000000000002 70.50500000000001 102.01000000000001 38.096381250000007 125.85000000000001 2.5000000000000004 3.5000000000000004 67.990000000000023 3.5000000000000004 65.905000000000015 5.5000000000000009 44.678200800000006 84.030000000000015 92.035000000000011 3.5000000000000004 38.610000000000007 37.792847950000002 112.04500000000002 38.058342000000003 107.05000000000001 14.500000000000002 15.500000000000002 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 -4 -8 11 12 14 -13 16 -16 17 -9 19 -5 21 29 -20 -24 25 27 -27 -22 -29 -21
right_child=-2 -3 3 18 5 6 9 10 -10 -11 -12 13 -14 -15 15 -17 -18 -19 22 20 24 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-2347.0441158146255 -29.459838585673619 26.121331497552109 12055.890392067255 1063.8164211938999 5891.3272994214731 13708.925761171769 44106.988906470411 -366.85221408143337 71312.308418140077 -24006.0614375 12138.559687267678 138366.92037760417 -25806.883728462471 12114.168876201924 5196.7350498000596 52333.905161830364 -71045.544521484378 -48385.360485244382 -11581.46731640625 -136742.69441869704 -52381.977737801535 -26284.350116859994 9466.0915526023418 131576.43647836539 -37892.234479239814 20877.708617025582 112865.35972081966 36559.157136656744 -69080.818925280459 -46944.015453767126
leaf_weight=15343 3029015 1249634 562 9551 2405 732 720 2205 114 50 1242 24 519 65 211 140 40 82 850 59 114 328 3467 39 178 193 44 126 39 73
leaf_count=15343 3029015 1249634 562 9551 2405 732 720 2205 114 50 1242 24 519 65 211 140 40 82 850 59 114 328 3467 39 178 193 44 126 39 73
internal_value=0 69.2195 1432.17 3831 8370.19 14015.9 27025.1 4131.53 22048.8 39684.1 1456.6 -2580.83 -3937.71 46159.9 300.57 23997.9 -3273.89 -2088.55 1085.06 -1098.93 -18998.8 -43730.4 6452.29 10824.4 -2606.03 9566.34 37955.6 -14549.3 11589.7 -87081.3
internal_weight=0 1.28915e+06 39515 24172 9111 3907 1502 5204 676 770 4528 3286 3197 89 2678 351 2327 2287 15061 10705 1154 460 4356 3506 694 516 237 279 165 132
internal_count=4318164 1289149 39515 24172 9111 3907 1502 5204 676 770 4528 3286 3197 89 2678 351 2327 2287 15061 10705 1154 460 4356 3506 694 516 237 279 165 132
is_linear=0
shrinkage=0.1


Tree=2638
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 5 2 3 3 5 2 0 5 1 0 5 5 2 5 2 0 1 1 1 1 3 1 3 1 5
split_gain=8.7063e+11 9.66188e+12 5.34721e+13 4.81759e+13 3.55161e+13 3.81091e+13 6.86776e+13 6.09115e+13 4.67347e+13 9.27321e+13 6.48639e+13 6.19893e+13 5.93672e+13 3.33963e+13 3.58274e+13 4.00477e+13 3.3011e+13 4.35806e+13 5.64692e+13 3.18446e+13 3.10243e+13 8.38713e+13 1.08487e+14 4.8846e+13 3.09173e+14 9.99514e+13 6.80972e+13 5.29021e+13 4.54011e+13 4.13343e+13
threshold=56.758269450000007 56.281985950000006 17.500000000000004 37.516458750000005 18.500000000000004 79.730000000000018 10.500000000000002 23.500000000000004 20.500000000000004 85.91500000000002 17.500000000000004 56.320495600000008 86.810000000000016 36.585378200000001 56.338501050000012 77.715000000000018 74.610000000000014 6.5000000000000009 77.715000000000018 21.500000000000004 56.301440000000007 37.620907050000007 37.914142000000005 39.262370300000008 38.233559750000005 8.5000000000000018 43.868031300000006 15.500000000000002 38.151577750000008 39.025000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -4 -5 16 7 -7 9 -8 11 -11 19 14 15 -3 -6 18 -18 -10 21 -15 -23 24 27 -26 -25 -24 -29 -27
right_child=-2 2 3 4 5 6 8 -9 12 10 -12 -13 -14 20 -16 -17 17 -19 -20 -21 -22 22 23 26 25 29 -28 28 -30 -31
leaf_value=10.185551898319282 86.351655621088682 -27568.583554825324 108834.22036236702 19043.601152109644 927.36370313911266 -63184.754055193349 -13238.560675854953 24319.147467237904 62636.932994186056 75394.749742187501 16678.825751201923 271790.12159722223 4656.7620036419175 -47014.45122076157 -3375.1680703758088 -134664.89497466217 -56486.89453125 -62970.106192809057 113741.30266241776 212869.50812872025 -553.21016820667137 71381.359672124338 -2006.7457801377966 -29862.401675777361 171122.55197656251 7324.3105200415266 -5181.7553230589001 -68464.624380675756 20942.829548177084 81369.673334441497
leaf_weight=3269724 919083 620 47 1825 3581 139 53 186 43 25 26 45 266 470 973 37 40 181 38 21 106490 188 1817 1255 100 111 10236 234 75 235
leaf_count=3269724 919083 620 47 1825 3581 139 53 186 43 25 26 45 266 470 973 37 40 181 38 21 106490 188 1817 1255 100 111 10236 234 75 235
internal_value=0 -23.3488 -870.987 7956.76 7223.84 2578.91 22376.2 -13105.6 46450.5 92935.8 151553 201649 25461.7 -1339.25 -15557.8 -33599.9 -1566.15 -36042.1 26444.8 111932 -1148.04 -5450.99 -4080.22 -5089.02 7368.14 83065.3 -7877.27 -8511.88 -46763.8 57615.2
internal_weight=0 3.39908e+06 129357 6516 6469 4644 804 325 479 149 96 70 330 122841 1630 657 3840 259 78 64 121211 14721 14251 14063 2572 446 11491 2126 309 346
internal_count=4318164 3399081 129357 6516 6469 4644 804 325 479 149 96 70 330 122841 1630 657 3840 259 78 64 121211 14721 14251 14063 2572 446 11491 2126 309 346
is_linear=0
shrinkage=0.1


Tree=2639
num_leaves=31
num_cat=0
split_feature=3 5 1 4 1 4 6 1 1 1 1 2 5 0 2 1 0 0 1 0 1 0 5 0 3 0 1 0 3 6
split_gain=8.37309e+11 5.26597e+12 1.52578e+13 3.61922e+13 1.032e+14 6.42767e+13 6.10127e+13 8.08031e+13 5.56629e+13 6.41574e+13 5.94381e+13 6.17379e+13 4.83555e+13 4.80558e+13 6.13496e+13 4.36097e+13 4.35948e+13 4.28011e+13 4.24761e+13 6.21061e+13 6.37672e+13 5.75618e+13 7.1851e+13 5.51717e+13 4.27546e+13 4.11822e+13 4.66178e+13 9.84759e+13 4.5836e+13 3.55919e+13
threshold=10.500000000000002 60.005000000000003 82.945329900000004 2.5000000000000004 82.837870700000011 1.5000000000000002 1.5000000000000002 82.926290250000008 65.58467570000002 65.520339550000017 60.695889550000011 6.5000000000000009 69.015000000000015 55.050600750000008 2.5000000000000004 78.608766650000021 57.178027650000011 54.978840000000005 39.041623000000008 43.514103700000014 49.323301500000007 56.338501050000012 70.50500000000001 51.67657710000001 5.5000000000000009 60.063729500000008 30.207352000000004 60.693675950000006 6.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 7 12 9 10 11 18 15 14 -9 -5 -11 -7 25 -20 21 22 23 -21 -23 -3 27 28 -27 -13
right_child=-2 2 -4 6 5 17 -8 13 -10 16 -12 29 -14 -15 -16 -17 -18 -19 19 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-47.465927446850408 -56.559089960921476 -1558.3088780835042 -546.27949723616098 13002.065392969993 -5029.6187945636602 -355.98460247068482 -350.60576083361138 -3785.697614397322 -11081.325592455303 19885.448591846765 -6956.2618502934702 1285.7272766271899 2500.2846682544055 -43571.0234375 154651.91383704668 77297.042597835447 -30566.369082991805 30988.85630171873 -5743.5218837908778 8181.3828913133393 -2695.4693347412021 8716.1542822923966 2388.5119417929086 21311.60145452894 -6527.7607903487624 126924.62661788713 4642.6568762944507 -28571.14573936856 18506.792691761362 9692.0005053870373
leaf_weight=2004566 1629650 46842 170336 3280 916 532 346421 35 3429 2672 7805 7696 31577 26 81 109 183 2405 6658 6760 8822 3078 8143 6077 4574 134 629 97 55 14576
leaf_count=2004566 1629650 46842 170336 3280 916 532 346421 35 3429 2672 7805 7696 31577 26 81 109 183 2405 6658 6760 8822 3078 8143 6077 4574 134 629 97 55 14576
internal_value=0 34.2834 273.881 545.881 1972.57 18098 51.9696 4024.3 1488.04 1833.39 1486.47 2063.79 3718.57 79306 106847 15070 16651.6 25311.1 918.669 3155.99 4738.01 7028.39 9736.24 14397.2 -395.93 -1147.89 19863 53337 95374.5 6787.25
internal_weight=0 2.68851e+06 683948 513612 132083 3853 381529 35108 128230 124801 121946 114141 34966 142 116 3389 2855 2937 91869 44112 37454 28632 20980 12837 7652 47757 915 286 189 22272
internal_count=4318164 2688514 683948 513612 132083 3853 381529 35108 128230 124801 121946 114141 34966 142 116 3389 2855 2937 91869 44112 37454 28632 20980 12837 7652 47757 915 286 189 22272
is_linear=0
shrinkage=0.1


Tree=2640
num_leaves=31
num_cat=0
split_feature=5 5 3 1 0 3 6 1 1 3 0 1 1 3 4 1 5 5 4 5 0 1 0 0 1 0 0 0 3 0
split_gain=9.38427e+11 1.01165e+13 1.30927e+13 1.83662e+13 1.4477e+13 1.42806e+13 1.60525e+13 1.18459e+13 2.87287e+13 3.37492e+13 1.82058e+13 2.42168e+13 4.713e+13 3.37734e+13 1.19161e+13 9.48436e+12 2.9945e+13 4.72781e+13 4.42937e+13 4.41284e+13 4.38691e+13 3.72629e+13 3.50181e+13 4.88629e+13 4.60421e+13 1.46808e+14 2.8514e+14 1.40253e+14 1.53982e+14 6.85079e+13
threshold=41.505000000000003 40.405000000000008 5.5000000000000009 114.17164950000002 44.732363600000006 4.5000000000000009 1.5000000000000002 39.787929450000007 40.247294600000011 11.500000000000002 43.592450450000008 39.726951800000002 39.739656000000004 13.500000000000002 1.5000000000000002 37.889331900000009 52.020000000000003 52.710000000000008 2.5000000000000004 51.815000000000005 55.591389050000011 37.582182450000005 53.973051950000006 54.648549400000007 37.752451500000006 55.657530000000008 55.576287050000012 55.601678500000013 14.500000000000002 56.367862600000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 -3 -7 10 9 14 11 13 -13 -4 -9 16 18 -18 19 20 -2 -20 -19 -24 -25 26 -26 28 -28 -27
right_child=15 2 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 22 21 -21 -22 -23 23 24 25 29 27 -29 -30 -31
leaf_value=-15.68197738240937 3203.2849007478526 212.15692318436291 -59992.795622702215 37029.18418040032 249.57828424132327 -12122.162924060489 5921.202875361294 -46338.962737771741 10417.399697979268 -143926.57845982144 10917.644156592345 208597.15426290763 31250.777677598115 93117.233406250016 36402.793935721267 -142.94439945426325 -7314.4768580100272 -2619.2289917593716 5774.3576235495166 7531.5773000616136 -151.01972485728703 25547.843367628215 12766.074580048977 -140.18358982499586 8749.6051818749875 6801.280702808187 -47273.083842678956 -21284.099909941433 -166520.96814732143 -73731.271834463449
leaf_weight=1378080 52249 10011 34 137 104371 513 12691 46 325 28 982 23 43 25 28 2080768 9039 46865 4616 9911 153646 1201 3099 411739 3901 30471 478 2598 140 106
leaf_count=1378080 52249 10011 34 137 104371 513 12691 46 325 28 982 23 43 25 28 2080768 9039 46865 4616 9911 153646 1201 3099 411739 3901 30471 478 2598 140 106
internal_value=0 63.6594 909.561 438.656 391.322 3060.57 5220.18 10035.3 -4113.83 -50414.3 15493.1 51437.6 93053.3 4884.34 -15031.3 -34.1381 275.975 -146.862 1246.02 1013.92 700.186 9856.87 -17.129 252.349 166.062 3511.25 -9424.39 -31469.4 -74287.2 6522.1
internal_weight=0 1.50734e+06 129257 106042 105905 23215 13204 1534 427 102 1107 125 66 59 74 2.81083e+06 730059 508436 221623 215806 205895 5817 499397 452532 449433 37694 7117 3216 618 30577
internal_count=4318164 1507337 129257 106042 105905 23215 13204 1534 427 102 1107 125 66 59 74 2810827 730059 508436 221623 215806 205895 5817 499397 452532 449433 37694 7117 3216 618 30577
is_linear=0
shrinkage=0.1


Tree=2641
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 5 0 0 3 5 1 1 3 0 1 3 3 3 3 5 5 5 5 6 1 5 0 3 3 3
split_gain=9.68638e+11 1.44542e+13 3.10456e+13 3.77142e+13 6.10961e+13 6.11048e+13 5.62584e+13 4.97931e+13 4.27606e+13 4.20346e+13 3.75981e+13 3.74894e+13 3.835e+13 3.61264e+13 3.37776e+13 4.05805e+13 5.29082e+13 4.55857e+13 6.64363e+13 4.72671e+13 5.22132e+13 7.3309e+13 3.04156e+13 3.00642e+13 2.68076e+13 5.21811e+13 4.74654e+13 4.39131e+13 3.63148e+13 3.2387e+13
threshold=49.111504200000006 49.323301500000007 55.860536450000005 55.795550600000006 49.236330900000006 73.010000000000005 55.801980100000009 55.793358600000012 10.500000000000002 61.020000000000003 49.177301950000007 49.177301950000007 19.500000000000004 55.899899800000007 49.148175700000003 3.5000000000000004 4.5000000000000009 6.5000000000000009 7.5000000000000009 73.010000000000005 95.020000000000024 125.85000000000001 97.050000000000011 1.5000000000000002 49.236330900000006 161.85000000000002 55.784980300000008 11.500000000000002 23.500000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 8 24 14 -10 -9 -8 -13 -4 15 -5 -17 19 -19 -18 -21 -22 23 -12 28 26 27 29 -2 -26
right_child=1 -3 13 4 5 -7 11 10 9 -11 22 12 -14 -15 -16 16 17 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-41.729871410171427 -322.66497990115977 -6.2149159498550812 16575.270496785306 142081.74324596775 -7140.4445096997842 -37076.112867937183 372.35146615436884 29135.429395505507 17255.686399411235 67251.831792207886 -487.14158539051232 -12387.473165731964 43437.112527682089 -550.46543633434715 -2356.7066358718816 -47943.085019531252 20365.679780505954 -114487.33519287111 97713.178000000014 235026.65765086209 -28676.468554687501 205380.25964673914 -51404.562977056397 24226.149018760185 361.45056869720247 -79750.792645089285 19616.144178697275 -9920.3034789408212 11161.213573816087 15908.489706343425
leaf_weight=2430983 40978 1802543 2778 31 2905 891 12490 1112 518 249 1290 3966 127 2213 1313 80 84 36 25 29 32 23 87 796 2860 70 2247 1935 2952 2521
leaf_count=2430983 40978 1802543 2778 31 2905 891 12490 1112 518 249 1290 3966 127 2213 1313 80 84 36 25 29 32 23 87 796 2860 70 2247 1935 2952 2521
internal_value=0 53.7546 1330.93 851.499 -2584.61 -14167 -270.946 2229.56 13972.2 33486.5 14180.2 -2349.49 -10655.3 8981.75 4917.49 33008.7 22066.1 46523.5 -27519.9 73408.3 126451 69201.8 6527.11 8943.24 1496.63 6274.08 6903.77 2999.35 449.027 7645.24
internal_weight=0 1.88718e+06 84638 79647 22799 3796 19003 56848 2420 767 3285 16583 4093 4991 1653 340 309 229 61 168 84 55 2173 2086 53563 9633 9563 7316 43930 5381
internal_count=4318164 1887181 84638 79647 22799 3796 19003 56848 2420 767 3285 16583 4093 4991 1653 340 309 229 61 168 84 55 2173 2086 53563 9633 9563 7316 43930 5381
is_linear=0
shrinkage=0.1


Tree=2642
num_leaves=31
num_cat=0
split_feature=5 1 5 1 5 3 0 1 2 3 4 0 1 3 0 2 0 1 0 4 0 3 1 1 0 0 3 0 1 0
split_gain=8.94055e+11 7.98564e+12 5.377e+13 5.98841e+13 4.75135e+13 3.78482e+13 4.58055e+13 4.43326e+13 5.70283e+13 4.07184e+13 4.8723e+13 6.56809e+13 6.66693e+13 3.9382e+13 5.63791e+13 4.85392e+13 4.83091e+13 4.61891e+13 4.34914e+13 4.98924e+13 4.09462e+13 3.72313e+13 3.64851e+13 3.62464e+13 3.16838e+13 6.60787e+13 1.34052e+14 3.58062e+14 2.75879e+13 3.52819e+13
threshold=39.005000000000003 38.096381250000007 37.995000000000012 37.39371280000001 37.005000000000003 9.5000000000000018 55.591389050000011 37.869926150000005 5.5000000000000009 8.5000000000000018 1.5000000000000002 55.899899800000007 37.692869000000009 5.5000000000000009 55.795550600000006 4.5000000000000009 55.727011600000004 37.620907050000007 55.793358600000012 1.5000000000000002 55.769960200000007 15.500000000000002 37.597123000000003 37.362912300000012 55.899899800000007 55.801980100000009 16.500000000000004 55.812836050000008 37.832345550000007 55.518428350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 23 -3 6 -5 8 9 13 11 12 -11 18 15 16 -15 20 19 22 -18 -7 -8 -4 25 -23 27 -27 29 -1
right_child=-2 4 3 5 -6 21 7 -9 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2233.0769621068298 -28.135552830841188 -75.976021700018563 -502.91605123078682 -4354.3763422224729 2022.2160041079933 1164.5779797319726 -262121.43526785716 263.00518093940906 -3949.6995497257121 -124171.62747883482 -26445.680481753145 -22787.258403871121 -15880.697091047732 -17800.819556451614 -37397.306437929212 -77062.671289062506 -15851.855843750001 234909.98252314815 -23146.496693815436 -16540.796649305554 176115.85609375002 -5416.297275647652 -97880.200524259883 18789.543555097214 4801.5744345056801 -400475.24543457036 -14805.763955459712 -48293.156740929553 -2455.0330014039478 1031.6194671407336
leaf_weight=38817 3123815 714284 25194 2703 127136 7567 21 665 643 257 368 164 73 31 124 22 25 27 394 45 20 10534 38 1013 1866 32 2588 295 34527 224876
leaf_count=38817 3123815 714284 25194 2703 127136 7567 21 665 643 257 368 164 73 31 124 22 25 27 394 45 20 10534 38 1013 1866 32 2588 295 34527 224876
internal_value=0 73.5884 -325.668 -3207.48 241.054 -6379.95 -13732.9 -22423.5 -29122.6 -39182.4 -53991.3 -74511.2 -100216 -22093.6 10378 57771.1 86570.5 131508 -38329.4 -95849.4 69467.1 -4574 -156339 242.811 -7409.37 -9103.6 -22428.5 -82757.5 203.005 551.039
internal_weight=0 1.19435e+06 352929 54709 841420 28502 5620 2917 2252 1609 862 494 330 747 249 125 103 72 498 104 45 22882 59 26207 15315 13449 2915 327 298220 263693
internal_count=4318164 1194349 352929 54709 841420 28502 5620 2917 2252 1609 862 494 330 747 249 125 103 72 498 104 45 22882 59 26207 15315 13449 2915 327 298220 263693
is_linear=0
shrinkage=0.1


Tree=2643
num_leaves=31
num_cat=0
split_feature=1 2 5 5 5 5 2 2 5 5 5 0 4 0 5 0 6 3 0 1 0 0 5 5 3 3 1 5 3 5
split_gain=8.95982e+11 9.765e+12 1.2965e+13 1.77475e+13 1.05594e+13 1.05365e+13 1.02771e+13 1.43216e+13 1.28585e+13 9.86769e+12 1.99392e+13 2.01675e+13 1.43589e+13 1.14844e+13 1.14413e+13 1.40048e+13 2.88424e+13 1.68991e+13 9.49807e+12 1.56121e+14 8.56359e+13 4.25049e+13 1.17417e+14 4.59677e+13 5.41512e+13 1.02981e+14 3.83899e+13 3.62397e+13 3.59564e+13 3.49547e+13
threshold=30.226173900000003 17.500000000000004 118.33500000000002 116.06000000000002 112.04500000000002 87.00500000000001 22.500000000000004 18.500000000000004 99.555000000000021 78.710000000000022 80.00500000000001 59.990816400000007 2.5000000000000004 59.863160500000006 75.015000000000015 60.035045000000004 1.5000000000000002 23.500000000000004 59.609407350000005 30.102666750000001 58.242297500000006 59.755965500000009 73.995000000000019 62.385000000000012 9.5000000000000018 12.500000000000002 28.619594500000002 64.020000000000024 5.5000000000000009 35.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 5 9 7 8 -7 12 -11 13 -3 -12 15 16 -14 -18 19 26 -21 22 23 29 -25 -26 -1 28 -28 -20
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 11 -13 14 -15 -16 -17 17 -19 21 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=457.22373211781161 7.2386473525412205 3204.4493028984834 -49625.74489302202 96639.928869047624 -64617.88817471591 100449.92013244629 63856.876824831503 2040.7298188828929 -1763.42140625 -111462.12916666668 -14846.082569848037 50236.016170058138 138272.82706925677 -99360.784375000003 -1162.0177994791668 -14998.744904891306 85072.734453124998 -40613.337493631116 9146.58425506606 -96436.421484375009 46279.886260683095 -760.14285135303942 -78070.153690467254 5149.949559227196 214701.78617788461 -55880.552024147735 -12951.540332615394 -40139.039949563979 30339.193875026278 -21739.230867332415
leaf_weight=36833 4211803 3592 44 21 22 32 51 194 20 21 82 43 37 20 60 23 20 23 538 44 946 60067 260 148 39 22 1374 413 223 1149
leaf_count=36833 4211803 3592 44 21 22 32 51 194 20 21 82 43 37 20 60 23 20 23 538 44 946 60067 260 148 39 22 1374 413 223 1149
internal_value=0 -286.644 4378.64 4936.3 4482.1 4842.51 23002.5 14532.6 61137.1 3466.97 -20392.5 -7203.07 4521.74 -31417.6 33550.6 53771.6 73543 17845.3 -483.438 722.298 39936.9 -1255.31 -15050.8 -6408.93 37828.7 117115 -277.174 -13734.9 -6906.56 -11889.5
internal_weight=0 106361 4305 4261 4240 4218 297 246 52 3921 166 145 3755 102 163 103 80 43 102056 39833 990 62223 2156 1896 209 61 38843 2010 1597 1687
internal_count=4318164 106361 4305 4261 4240 4218 297 246 52 3921 166 145 3755 102 163 103 80 43 102056 39833 990 62223 2156 1896 209 61 38843 2010 1597 1687
is_linear=0
shrinkage=0.1


Tree=2644
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 3 0 0 2 2 1 1 0 0 4 2 1 1 1 2 4 3 0 2 3 1 1 1 1 0
split_gain=8.96596e+11 1.77611e+13 4.43345e+13 3.03803e+13 2.53093e+13 1.94366e+13 3.36041e+13 4.58671e+13 2.5179e+13 1.82328e+13 2.77615e+13 4.42875e+13 2.05613e+13 6.37198e+13 2.60255e+13 2.24096e+13 2.99759e+13 2.69866e+13 2.31572e+13 1.84161e+13 2.08271e+13 2.05584e+13 1.9712e+13 1.79597e+13 5.39813e+13 2.83589e+13 5.93818e+13 2.79681e+13 4.21812e+13 2.54475e+13
threshold=123.15000000000002 120.05000000000001 6.5000000000000009 20.507360500000004 34.500000000000007 7.5000000000000009 55.885524800000006 55.645049100000001 4.5000000000000009 6.5000000000000009 82.897133550000021 65.58467570000002 57.147575200000006 57.178027650000011 3.5000000000000004 2.5000000000000004 65.480823400000006 82.975438000000011 86.192907650000009 7.5000000000000009 3.5000000000000004 10.500000000000002 55.046835900000012 3.5000000000000004 11.500000000000002 44.083877800000003 39.003296000000006 38.058342000000003 37.542000650000013 53.355366400000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -8 12 11 -11 15 -14 -15 16 -7 -18 23 -12 21 -21 -23 24 -17 26 27 28 -25 -27
right_child=-2 2 4 -5 -6 9 8 -9 -10 10 19 -13 13 14 -16 18 17 -19 -20 20 -22 22 -24 25 -26 29 -28 -29 -30 -31
leaf_value=1.9869368343791529 450.33218574807216 119723.75675 -47674.171362704918 8260.2158112883681 90188.891276041672 -12920.808576600612 -154930.77403927365 123675.37306547619 -36612.870446428569 -15225.689631341047 -97171.525373787721 103768.44531860352 164096.50643136163 -13688.947229381445 56013.849129011825 -26641.351707062011 -121122.6467268319 6885.7114639945648 75325.44247532895 57833.341227678575 -69302.694625822376 4058.0609649122812 -91284.64401785715 -36614.218803094664 67719.947513554012 -104096.30822129361 73549.74285990397 -134489.1404017857 115926.13039772728 -21973.055642224601
leaf_weight=4269928 43763 25 61 1117 24 205 37 21 35 1385 58 32 28 194 74 127 58 23 38 35 95 57 35 103 116 43 96 21 22 308
leaf_count=4269928 43763 25 61 1117 24 205 37 21 35 1385 58 32 28 194 74 127 58 23 38 35 95 57 35 103 116 43 96 21 22 308
internal_value=0 -4.61068 -6302.7 10700.3 -12132 -12874.6 -47563.8 -3791.97 -97415.1 -11180.3 -18224 -12538.5 -2970.63 20554.3 5557.35 -8973.54 -33271 -84774.6 -1022.65 -46997.1 -33888.5 -7397.53 -32213.6 -4493.02 18403.5 -13875.6 12461.2 -27706.6 -9767.12 -32033.7
internal_weight=0 4.2744e+06 4473 1142 3331 3307 154 82 72 3153 1697 1417 1456 296 268 1160 286 81 874 280 222 127 92 836 243 593 242 146 125 351
internal_count=4318164 4274401 4473 1142 3331 3307 154 82 72 3153 1697 1417 1456 296 268 1160 286 81 874 280 222 127 92 836 243 593 242 146 125 351
is_linear=0
shrinkage=0.1


Tree=2645
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 1 3 1 1 2 0 6 1 1 0 0 3 5 0 5 1 0 1 4 1 3 3 4 1 0
split_gain=9.05905e+11 5.65916e+12 2.52673e+13 3.29044e+13 3.03242e+13 4.06849e+13 4.51077e+13 3.6255e+13 5.42266e+13 7.7248e+13 3.51811e+13 4.64881e+13 2.94095e+13 5.83678e+13 8.7098e+13 4.84218e+13 4.69563e+13 3.04224e+13 7.98781e+13 2.84273e+13 3.81856e+13 2.83845e+13 4.37629e+13 3.64339e+13 2.82069e+13 2.81573e+13 6.30491e+13 3.77761e+13 2.89564e+13 4.99522e+13
threshold=55.405000000000008 59.245000000000012 37.971176850000006 5.5000000000000009 43.642715500000008 39.969502550000009 20.500000000000004 39.714575750000009 39.704585000000002 5.5000000000000009 54.940316550000006 1.5000000000000002 37.39371280000001 37.342273500000012 55.860536450000005 55.628356700000005 27.500000000000004 58.305000000000007 55.619594000000006 56.505000000000003 37.362912300000012 55.657530000000008 37.214886200000009 1.5000000000000002 39.718803500000007 6.5000000000000009 10.500000000000002 1.5000000000000002 37.362912300000012 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 5 6 7 8 -5 -10 -6 -12 13 21 15 17 25 -15 -19 -16 -21 -2 -23 -24 -9 -17 -27 -28 29 -29
right_child=1 -3 3 4 10 -7 -8 24 9 -11 11 -13 -14 14 19 16 -18 18 -20 20 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-35.781358954555216 -6388.1484141843102 -33.331922146108816 2915.4134174869673 -51081.104826388888 3289.4977414677069 -89.104091122072958 52237.720854710824 -93750.830037245643 238667.14989346592 -20754.17333984375 1203.4758747822996 -2460.5703230933914 -3179.8057292324215 9037.0291087842834 23053.850009181358 144538.98664550783 -42397.698304966521 13704.013815438035 177400.99206054688 96067.182812500003 -39077.672435769564 -0.074973362614217318 94743.955523574565 13491.14326289264 -33129.691321091428 -47229.161221018148 -25415.615470377605 -26005.616354851976 83561.93026487116 89819.39321891054
leaf_weight=2681621 6430 1314948 62586 45 34113 1385 67 86 22 24 85354 58265 36897 1430 117 32 56 117 40 22 421 30980 57 1734 714 62 48 76 342 73
leaf_count=2681621 6430 1314948 62586 45 34113 1385 67 86 22 24 85354 58265 36897 1430 117 32 56 117 40 22 421 30980 57 1734 714 62 48 76 342 73
internal_value=0 58.6309 434.652 940.194 253.696 -11048.5 -26892.8 -32843.1 26966.2 103317 402.69 -282.996 -1119.5 688.887 14542.6 23235.4 45372.1 13624.7 55410.3 -20787.4 -32366.2 -313.361 878.573 16077.1 -39646.5 53136.9 48270.2 59255.3 67532.7 30740.9
internal_weight=0 1.63654e+06 321595 242661 180075 2343 958 891 91 46 177732 143619 78934 42037 2836 2276 689 1587 157 560 443 39201 32771 1791 800 633 601 539 491 149
internal_count=4318164 1636543 321595 242661 180075 2343 958 891 91 46 177732 143619 78934 42037 2836 2276 689 1587 157 560 443 39201 32771 1791 800 633 601 539 491 149
is_linear=0
shrinkage=0.1


Tree=2646
num_leaves=31
num_cat=0
split_feature=1 0 1 5 4 4 5 2 3 0 5 3 1 0 1 0 5 3 1 5 5 1 3 5 5 5 5 5 3 3
split_gain=9.63844e+11 7.48533e+12 2.09834e+13 1.17813e+13 1.81149e+13 1.34268e+13 2.23783e+13 3.97832e+13 3.94439e+13 4.53354e+13 8.79822e+13 4.20127e+13 4.18935e+13 2.71707e+13 9.32188e+13 2.20836e+13 2.26168e+13 2.93928e+13 3.31353e+13 2.0363e+13 3.66237e+13 1.98369e+13 1.85281e+13 1.37774e+13 1.91767e+13 2.23776e+13 3.49324e+13 2.2021e+13 1.76281e+13 3.99144e+13
threshold=38.633372000000001 60.063729500000008 35.911716050000003 27.010000000000002 1.5000000000000002 2.5000000000000004 79.010000000000005 4.5000000000000009 5.5000000000000009 60.693675950000006 60.005000000000003 4.5000000000000009 30.207352000000004 61.785186750000001 34.359746700000009 60.693675950000006 86.02500000000002 5.5000000000000009 30.332994000000003 110.05000000000001 102.01000000000001 30.388336800000001 3.5000000000000004 128.92000000000004 99.555000000000021 84.030000000000015 83.010000000000005 105.35000000000001 16.500000000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 8 15 9 10 12 -12 22 23 -15 16 17 -8 -19 20 -18 -13 -7 24 25 26 -9 -26 29 -29
right_child=-2 2 -4 5 -6 6 7 13 -10 -11 11 21 -14 14 -16 -17 19 18 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=112.47739111610902 -30.821565563869527 10946.283012022608 -46227.736284461396 -2751.4656072248126 -60169.974084802583 -3970.1813802083338 -50288.858933483716 -27717.6063397332 14165.05975318224 3183.14587439755 -16668.285777994792 -96602.804507211549 -25378.021656614874 -34219.494852430558 154332.6106735642 -3857.7698216762474 42233.707436691817 94865.733046875001 -34867.177745535715 -20917.251280381945 171120.5913161058 -27585.202024332684 86528.163679305377 -102097.21829785156 59509.875812500009 -52211.239482948171 73649.131149839741 -52115.922961128053 -76648.299324324325 106272.65054086538
leaf_weight=1254480 3029015 1121 104 24967 37 30 71 265 2641 3059 180 182 91 90 37 809 145 45 35 36 26 54 92 25 50 334 39 41 37 26
leaf_count=1254480 3029015 1121 104 24967 37 30 71 265 2641 3059 180 182 91 90 37 809 145 45 35 36 26 54 92 25 50 334 39 41 37 26
internal_value=0 72.4191 -1377.07 -1242.12 8674 -1585.85 1862.25 -7053.66 4836.1 -1844.43 -26294.9 -53056.7 25972.2 -22317.2 20713 5293.2 25972.3 -3456.31 38107.6 47439.6 61830.5 -80810.6 64274.5 -29006.1 -26698.9 -34343.9 -14713.3 4973.01 -21246.6 9348.3
internal_weight=0 1.28915e+06 34669 34565 1158 33407 8440 2111 6329 3688 629 416 213 944 127 1167 358 151 80 207 171 236 122 817 792 638 304 154 104 67
internal_count=4318164 1289149 34669 34565 1158 33407 8440 2111 6329 3688 629 416 213 944 127 1167 358 151 80 207 171 236 122 817 792 638 304 154 104 67
is_linear=0
shrinkage=0.1


Tree=2647
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 4 0 1 1 4 0 0 0 3 1 5 0 2 3 2 1 3 1 0 3 0 3 2 3 2
split_gain=9.39719e+11 1.31905e+13 3.19465e+13 4.0039e+13 8.47542e+13 7.43217e+13 3.81151e+13 4.69671e+13 5.5075e+13 3.74686e+13 6.9743e+13 1.25191e+14 8.02007e+13 5.27182e+13 2.60736e+13 2.95176e+13 2.69628e+13 4.56577e+13 6.15623e+13 5.37502e+13 4.78035e+13 4.13141e+13 2.55562e+13 2.37681e+13 2.23844e+13 2.58573e+13 2.20604e+13 4.05713e+13 2.97602e+13 2.31464e+13
threshold=66.50500000000001 67.00500000000001 37.944765900000007 13.500000000000002 37.542000650000013 2.5000000000000004 55.842510000000011 37.855187800000003 37.314272700000011 2.5000000000000004 55.734663800000007 55.777112100000004 44.732363600000006 9.5000000000000018 30.388336800000001 66.990000000000023 59.916647550000008 2.5000000000000004 9.5000000000000018 4.5000000000000009 30.315880100000005 6.5000000000000009 37.39371280000001 59.882016200000002 5.5000000000000009 55.885524800000006 21.500000000000004 3.5000000000000004 25.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 6 7 8 -5 10 12 -12 13 -6 15 16 -2 21 19 -19 -21 -18 -16 -17 25 -24 29 -28 -29 -7
right_child=1 -3 -4 5 9 26 -8 -9 -10 -11 11 -13 -14 -15 22 23 17 18 -20 20 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-22.793305852861742 8045.0429448270261 15.818413357967069 3955.9267507590021 -18862.677411419412 -32362.250453225162 39460.976311475264 -12783.111349218148 -40157.302313442895 25684.215714941667 -18404.923563642387 -203965.11527924411 -19392.58137307363 2024.8233179253473 -195754.47584960939 -15698.14924974202 10615.744081424462 64237.964382102276 54920.029191246816 17902.762784754676 291404.01481481484 87426.665937500016 -120371.40509259258 -43987.879155815979 -20952.075809778791 34507.629387241745 81716.833671875007 -25246.334407043458 134400.10981570513 10862.095312500001 -17136.36912172379
leaf_weight=3485947 435 800183 23713 368 39 324 1542 174 1129 664 74 73 225 40 1473 514 22 49 107 27 20 27 90 445 211 20 32 78 26 93
leaf_count=3485947 435 800183 23713 368 39 324 1542 174 1129 664 74 73 225 40 1473 514 22 49 107 27 20 27 90 445 211 20 32 78 26 93
internal_value=0 95.4754 2085.24 -3245.8 -9553.19 4383.03 -1445.04 9017.74 14733.5 -33512.7 -55755.7 -112307 -28410.3 -115092 -1787.24 7301.79 23123.6 49152.1 70064.6 128203 204605 -37485.6 -10126.4 -4032.51 15440.9 -21132.5 38244.9 73218.7 103516 26838.5
internal_weight=0 832217 32034 8321 4555 3766 3213 1671 1497 1115 451 147 304 79 3440 1646 687 252 203 96 47 49 1794 959 321 110 553 136 104 417
internal_count=4318164 832217 32034 8321 4555 3766 3213 1671 1497 1115 451 147 304 79 3440 1646 687 252 203 96 47 49 1794 959 321 110 553 136 104 417
is_linear=0
shrinkage=0.1


Tree=2648
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 1 1 0 0 1 1 0 3 0 2 5 0 5 1 0 0 3 5 1 2 0 5 1 3 6
split_gain=9.16446e+11 6.36919e+12 9.43686e+12 1.36128e+13 9.41895e+12 8.6046e+12 2.46942e+13 2.43853e+13 4.82839e+13 2.993e+13 2.43431e+13 1.51087e+13 2.6514e+13 3.05285e+13 2.3186e+13 3.15461e+13 1.64074e+13 1.20514e+13 1.1281e+13 2.23847e+13 2.78811e+13 2.38921e+13 2.5172e+13 2.13457e+13 3.67559e+13 1.95361e+13 1.41942e+13 1.11549e+13 1.06133e+13 1.24348e+13
threshold=34.010000000000012 1.5000000000000002 4.5000000000000009 38.984911950000004 91.910414550000013 37.362912300000012 37.533784800000006 55.657530000000008 55.842510000000011 37.39371280000001 37.475443250000005 59.904813200000007 12.500000000000002 59.982527000000012 4.5000000000000009 29.050000000000004 59.916647550000008 21.015000000000004 37.620907050000007 55.727011600000004 55.755036050000008 9.5000000000000018 23.035000000000004 37.692869000000009 4.5000000000000009 55.755036050000008 31.990000000000006 30.332994000000003 16.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 11 7 -7 10 -10 -9 -4 13 14 -13 -16 -14 -15 19 21 -21 22 -8 24 25 -20 -22 -18 -29 -30
right_child=-2 2 3 4 -6 6 18 8 9 -11 -12 12 16 17 15 -17 27 -19 23 20 26 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=149.822351149697 -20.479820133507015 1341.3840345094027 -14029.317038553412 -6778.2408822812376 8031.0823501286422 -5221.1329305013023 -104034.57153532609 58123.125636574085 102603.87593750001 -14928.467277644231 185306.7807904412 30553.207586171677 67365.695424107151 -68587.705979567312 211981.28879638674 56821.305391652968 5558.7309511264539 9901.92784686511 53671.276016235352 -162009.11156994049 24293.971585648149 97839.595346467395 29892.881461588546 1205.4908229029122 -42307.398234675486 177800.11912202381 -83914.077521306826 -53969.28716160974 35650.588126816867 -25989.282949339042
leaf_weight=695948 3605602 5993 704 7129 457 96 23 27 30 78 34 98 28 26 20 38 215 79 32 21 27 23 36 1065 26 21 22 86 43 137
leaf_count=695948 3605602 5993 704 7129 457 96 23 27 30 78 34 98 28 26 20 38 215 79 32 21 27 23 36 1065 26 21 22 86 43 137
internal_value=0 103.629 -1831.38 -3621.63 -5886.09 2038.38 7212.46 35027.3 57890.2 17719.4 129012 -3441.09 6239.58 32153.3 60211.9 110325 -7048.23 -9533.6 1525.03 -24070.4 -65605.2 11386.1 -22316.1 4925.82 55079.6 102854 -24289.2 -11380 -25071.1 -11264.2
internal_weight=0 712562 16614 10621 7586 3035 1561 265 169 108 61 1474 770 261 156 58 509 105 1296 152 70 82 59 1144 79 53 49 481 266 180
internal_count=4318164 712562 16614 10621 7586 3035 1561 265 169 108 61 1474 770 261 156 58 509 105 1296 152 70 82 59 1144 79 53 49 481 266 180
is_linear=0
shrinkage=0.1


Tree=2649
num_leaves=31
num_cat=0
split_feature=5 3 3 1 1 1 5 0 3 6 1 1 0 6 0 1 5 5 2 3 1 0 4 0 6 0 0 2 0 2
split_gain=9.36589e+11 9.56226e+12 2.3648e+13 3.3844e+13 7.4283e+13 9.6469e+13 4.48969e+13 8.07792e+13 8.95007e+13 6.05659e+13 4.28996e+13 6.2778e+13 4.36474e+13 4.21981e+13 5.37531e+13 3.93671e+13 4.46319e+13 5.25928e+13 3.99028e+13 3.76398e+13 3.62193e+13 4.35947e+13 3.63426e+13 3.92497e+13 3.56558e+13 6.50905e+13 7.35918e+13 4.97242e+13 4.95724e+13 7.05923e+13
threshold=82.00500000000001 15.500000000000002 11.500000000000002 37.597123000000003 37.832345550000007 37.792847950000002 84.030000000000015 55.701368300000006 14.500000000000002 1.5000000000000002 37.944765900000007 38.096381250000007 55.777112100000004 1.5000000000000002 55.87722990000001 37.692869000000009 86.02500000000002 105.35000000000001 2.5000000000000004 12.500000000000002 37.777459000000007 55.518428350000008 2.5000000000000004 55.645049100000001 1.5000000000000002 59.846652800000008 59.963407450000012 13.500000000000002 59.755965500000009 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 24 5 6 7 -5 9 -9 12 -12 -6 14 15 16 -8 18 -18 -7 21 -15 -23 -24 -4 28 -27 -28 -26 -30
right_child=1 -3 3 4 10 19 13 8 -10 -11 11 -13 -14 20 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 26 27 -29 29 -31
leaf_value=-14.281432236266689 84.90730053096577 -579.95731221604262 -7769.5375573916435 6533.290102652616 -1144.3799307427523 30462.59538517442 120349.17682516163 157123.83347167968 258091.6923943015 -34553.873693129593 38288.137900653041 3189.9204169412201 -45120.21049818251 97037.506669921873 -26168.81869898022 -11151.917946221194 117105.09337197582 150032.69395833334 -3541.2381166611044 145503.32614397322 -30958.24603112262 -83197.993453663803 -7381.785954901512 46731.205001406292 -2106.718930922359 28817.799674307313 306.48571297825276 -91974.51897996472 -33052.079064753605 -230324.17875000002
leaf_weight=3947004 211296 120552 5317 129 605 43 58 32 34 34 521 23309 360 100 479 259 31 30 237 84 92 29 188 467 3984 1610 1003 62 195 20
leaf_count=3947004 211296 120552 5317 129 605 43 58 32 34 34 521 23309 360 100 479 259 31 30 237 84 92 29 188 467 3984 1610 1003 62 195 20
internal_value=0 151.872 503.91 2755.99 4723.17 21810.3 16916.1 58825.5 126282 58380.8 3120.24 3957.28 -17549.9 12044.4 -1052.1 18510.4 40090.5 24469.7 10414.1 106553 28400.2 35365.7 26349.3 31199.5 -1620.36 3136 15327.7 -5065.74 -4630.82 -51403
internal_weight=0 371160 250608 39312 27121 2326 2199 229 100 66 24795 23830 965 1970 1094 615 356 298 268 127 876 784 684 655 12191 6874 2675 1065 4199 215
internal_count=4318164 371160 250608 39312 27121 2326 2199 229 100 66 24795 23830 965 1970 1094 615 356 298 268 127 876 784 684 655 12191 6874 2675 1065 4199 215
is_linear=0
shrinkage=0.1


Tree=2650
num_leaves=31
num_cat=0
split_feature=1 4 5 6 3 2 0 0 3 5 0 0 5 0 0 0 0 0 1 3 0 5 3 1 1 1 3 1 6 3
split_gain=8.4383e+11 7.08934e+12 2.15886e+13 2.59452e+13 2.56798e+13 4.14876e+13 2.58502e+13 2.51157e+13 3.66966e+13 2.41352e+13 2.25928e+13 2.81805e+13 2.13918e+13 2.83551e+13 5.58784e+13 6.48828e+13 3.45032e+13 8.56207e+13 8.42874e+13 4.88649e+13 4.26144e+13 4.31367e+13 3.7924e+13 4.41695e+13 1.08808e+14 6.64044e+13 5.50583e+13 5.39062e+13 7.67585e+13 5.91029e+13
threshold=38.633372000000001 1.5000000000000002 87.00500000000001 1.5000000000000002 10.500000000000002 2.5000000000000004 59.932719750000011 59.882016200000002 20.500000000000004 85.91500000000002 59.896318000000008 59.916647550000008 56.005000000000003 55.193434200000006 54.970187400000007 55.099723300000008 55.535913550000011 55.551692500000009 37.559851850000008 16.500000000000004 55.349623500000007 76.730000000000018 8.5000000000000018 37.457850350000008 37.487839250000007 37.533784800000006 12.500000000000002 37.559851850000008 1.5000000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 -6 8 -5 -1 -11 -12 -3 14 -14 -16 19 18 -18 22 21 -21 -15 26 -25 -26 -24 29 -29 -27
right_child=-2 12 3 7 6 -7 -8 -9 -10 10 11 -13 13 16 15 -17 17 -19 -20 20 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-222.57751645274598 -28.838912741535665 993.04824938098284 -90842.080624112219 -11158.594097632105 -28449.320821496211 76721.186718750003 -151558.64845448369 30514.208938914337 88633.863033536589 -133280.18996988932 52224.396213457665 -68672.547977941183 -1374.4847076514629 796.54307882718956 -51627.038107376982 -9180.5344194955633 -2686.730389966443 202.12775396357429 -26464.454851725059 24186.595935821533 -3554.3269390400174 159259.84849137932 14346.445156480486 -43424.526561334344 35188.5982096921 11367.209156390834 56177.032803721333 -4108.0426682692305 24185.687285104646 -33364.488486401002
leaf_weight=552818 3029015 263495 22 364 66 45 23 667 41 24 31 51 76838 4601 435 2092 4039 366108 2363 128 6871 29 952 377 1023 579 470 1599 2395 603
leaf_count=552818 3029015 263495 22 364 66 45 23 667 41 24 31 51 76838 4601 435 2092 4039 366108 2363 128 6871 29 952 377 1023 579 470 1599 2395 603
internal_value=0 67.7606 -202.311 13042.1 -25061.4 21700.4 -60264.1 18587 -1056.15 -231.726 -47944 -22967.6 271.382 -131.916 -1855.68 -16487.3 216.959 1.64661 -11463.2 4303.47 -2377.26 49136.4 8030.13 12191.4 8735.66 11907.8 28172.3 7306.57 12858.3 -11452.8
internal_weight=0 1.28915e+06 554152 1228 156 67 89 1072 405 552924 106 82 734997 471502 79365 2527 392137 372510 6402 19627 7028 157 12599 7998 6576 6199 1422 5176 3994 1182
internal_count=4318164 1289149 554152 1228 156 67 89 1072 405 552924 106 82 734997 471502 79365 2527 392137 372510 6402 19627 7028 157 12599 7998 6576 6199 1422 5176 3994 1182
is_linear=0
shrinkage=0.1


Tree=2651
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 5 1 3 3 1 3 5 5 3 3 3 3 1 6 5 1 3 5 5 3 5 1 5 3
split_gain=1.01091e+12 1.8161e+13 4.57573e+13 9.87348e+13 5.76136e+13 5.80831e+13 5.46208e+13 4.5097e+13 6.07084e+13 1.08918e+14 4.5458e+13 3.99252e+13 5.85707e+13 4.73246e+13 3.94814e+13 8.93192e+13 3.85493e+13 8.35685e+13 5.19538e+13 3.63395e+13 3.52386e+13 3.4029e+13 3.22174e+13 3.1447e+13 5.62669e+13 3.30335e+13 3.12746e+13 5.05381e+13 6.23277e+13 9.58284e+13
threshold=55.416472000000006 55.518428350000008 37.737121850000008 37.767735350000002 53.664171200000006 50.888703650000004 64.805000000000021 37.417247200000006 19.500000000000004 22.500000000000004 36.761894450000007 16.500000000000004 78.710000000000022 97.050000000000011 7.5000000000000009 3.5000000000000004 16.500000000000004 12.500000000000002 37.777459000000007 1.5000000000000002 69.015000000000015 36.585378200000001 17.500000000000004 88.015000000000015 74.010000000000005 10.500000000000002 61.020000000000003 37.542000650000013 73.995000000000019 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 6 5 16 -4 8 10 -10 21 12 -12 -14 15 -8 17 18 -5 -19 -20 -2 -18 24 26 -25 -9 -28 -29 -30
right_child=1 -3 3 4 -6 -7 14 23 9 -11 11 -13 13 -15 -16 -17 22 19 20 -21 -22 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=45.252892032126312 -8492.9017056365919 -13.662462815521298 9418.3099564899985 29488.707917874406 8704.895915038227 -51704.711439915707 87231.987298768945 -6572.851523479344 229475.6192578125 26939.1212205763 8574.1277928268701 -16177.794526198815 118562.1607325292 16854.370577870246 44722.49444720208 -137649.10537623355 -55060.694210087604 114477.7009982639 -6926.442128415767 13658.980070114136 -35610.238082668679 -55074.061082642947 68856.920040760873 12433.824856970445 15037.358197032765 -38969.071066706732 1062.4750584331312 -26742.907934615694 -21567.92468497984 -290968.96715353261
leaf_weight=2303344 1134 1982935 2732 361 2639 304 33 11436 30 231 2223 580 91 92 790 38 239 81 4119 64 478 182 23 159 1082 585 760 1345 31 23
leaf_count=2303344 1134 1982935 2732 361 2639 304 33 11436 30 231 2223 580 91 92 790 38 239 81 4119 64 478 182 23 159 1082 585 760 1345 31 23
internal_value=0 -51.7331 -2419.36 2489.57 -3500.39 -9182.12 16340 -5342.75 3390.25 50219.2 549.162 7373.38 13050.7 67430.4 38302.9 -33126.9 -6772.64 -4851.93 -7040.4 69978.4 -9909.01 -14935 -44182.4 -7926.8 -6910.09 -27983.8 -8656.84 -19695.5 -30972.2 -136313
internal_weight=0 2.01482e+06 31885 11901 8308 5669 3593 19984 4563 261 4302 2986 2406 183 861 71 5365 5103 4958 145 4597 1316 262 15421 14677 744 13595 2159 1399 54
internal_count=4318164 2014820 31885 11901 8308 5669 3593 19984 4563 261 4302 2986 2406 183 861 71 5365 5103 4958 145 4597 1316 262 15421 14677 744 13595 2159 1399 54
is_linear=0
shrinkage=0.1


Tree=2652
num_leaves=31
num_cat=0
split_feature=5 4 0 5 1 1 2 1 0 2 2 0 1 0 1 6 5 2 0 5 4 1 1 5 1 0 0 0 5 3
split_gain=9.42792e+11 7.30639e+12 1.71526e+13 1.18882e+13 2.15759e+13 6.79271e+13 6.33216e+13 2.09775e+13 1.89176e+13 1.80733e+13 1.6832e+13 1.59488e+13 1.43981e+13 1.31781e+13 3.29162e+13 1.55436e+13 1.50175e+13 1.44847e+13 1.90823e+13 1.42762e+13 1.36927e+13 1.3097e+13 2.28813e+13 2.59602e+13 2.28467e+13 2.65896e+13 2.24812e+13 1.65964e+13 1.57617e+13 1.21532e+13
threshold=39.005000000000003 1.5000000000000002 59.932719750000011 38.905000000000008 37.516458750000005 37.487839250000007 5.5000000000000009 37.620907050000007 55.645049100000001 2.5000000000000004 8.5000000000000018 59.904813200000007 37.777459000000007 59.916647550000008 30.332994000000003 1.5000000000000002 35.985000000000007 10.500000000000002 53.340367100000002 21.015000000000004 2.5000000000000004 37.342273500000012 37.516458750000005 37.505000000000003 37.597123000000003 55.842510000000011 55.719391050000006 55.975961550000008 36.515000000000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 11 -7 8 -6 -10 -11 -5 -9 17 16 -16 -15 29 -19 -20 -17 -21 23 28 25 -24 -26 -28 -23 -3
right_child=-2 2 -4 4 7 6 -8 12 9 10 -12 -13 -14 14 15 20 -18 18 19 21 -22 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=128.32656022844785 -28.892252147332307 192.04420230030806 5753.5587950145673 1824.2351781192742 49160.597783954327 219811.46782226564 9710.3629807692323 26071.097920588607 -115883.92801339287 -610.76322132457392 -69999.420408472521 80662.780001395091 1220.2567531359323 103920.97457386364 8086.1771295362914 -102934.06810963115 -11645.011141304349 23452.143466979713 -29997.672274116849 -9952.2098295512969 -28739.265601748513 33679.952243631829 6148.9635546874997 -1962.3714434455424 -5024.4343100972692 -118968.80734085604 31482.801298598486 404.41520351039929 94318.249224580228 -3598.2050116170817
leaf_weight=1142370 3123815 12023 3427 307 26 32 26 249 28 88 58 28 3661 22 31 61 23 454 138 608 42 119 35 136 1010 33 404 299 67 28544
leaf_count=1142370 3123815 12023 3427 307 26 32 26 249 28 88 58 28 3661 22 31 61 23 454 138 608 42 119 35 136 1010 33 404 299 67 28544
internal_value=0 75.5676 -1083.94 -1566.56 3327.52 25712.6 125628 1187.05 -30401.4 -42290 -28176.1 8413.73 2802.83 -2066.87 -29144.9 -53995.2 44853.9 -1956.39 4411.61 1377.42 -72679.9 2974.53 6711.79 31243.3 2276.55 -54570 4533.15 18264.5 55522.8 -2474.87
internal_weight=0 1.19435e+06 51979 48552 4503 393 58 4110 200 174 146 335 3910 44049 179 134 45 43870 3303 2849 103 2711 2103 322 1781 68 1713 703 186 40567
internal_count=4318164 1194349 51979 48552 4503 393 58 4110 200 174 146 335 3910 44049 179 134 45 43870 3303 2849 103 2711 2103 322 1781 68 1713 703 186 40567
is_linear=0
shrinkage=0.1


Tree=2653
num_leaves=31
num_cat=0
split_feature=0 3 1 0 1 1 0 0 0 1 0 5 0 1 0 1 0 5 0 1 5 5 5 4 0 0 1 0 0 0
split_gain=9.45293e+11 1.02947e+13 2.11621e+13 3.60508e+13 3.54764e+13 5.79885e+13 1.20152e+14 1.38936e+14 7.51165e+13 4.6881e+13 6.02364e+13 6.59368e+13 3.76943e+13 3.32167e+13 3.86983e+13 3.20314e+13 5.60753e+13 6.48742e+13 6.09906e+13 3.1527e+13 3.39564e+13 5.85162e+13 6.05241e+13 5.01264e+13 4.56519e+13 3.20386e+13 1.41239e+14 7.61253e+13 6.7356e+13 5.37796e+13
threshold=55.576287050000012 7.5000000000000009 60.55755580000001 55.975961550000008 47.208373000000009 44.083877800000003 56.054485600000007 56.281985950000006 56.338501050000012 46.037218400000008 56.143542450000005 69.610000000000014 58.242297500000006 60.648383500000008 57.157092150000004 60.695889550000011 56.911498950000002 69.610000000000014 56.782419000000012 47.282206100000003 62.995000000000012 116.06000000000002 112.04500000000002 3.5000000000000004 56.110481950000008 55.793358600000012 52.307266200000008 55.745923000000012 55.795550600000006 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 9 -9 -8 -11 -12 19 14 -5 16 17 -15 -19 20 -6 22 24 -23 -22 26 29 -28 -27 -21
right_child=1 -3 3 13 12 6 7 8 -10 10 11 -13 -14 15 -16 -17 -18 18 -20 25 21 23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=41.850322974983641 169.1306532126699 -199.86988802086012 -11940.137367078753 -3201.3785062996176 6567.1405870606286 -47325.265107172752 -10010.319847593139 -61866.118582397001 -14413.880814026952 1528.5504961715276 13906.468784170511 69998.593564261653 -2296.5680566887477 8804.304895651936 -30307.847179251177 -59.3451287214519 -38461.021886723051 113083.47083984377 17002.421943093646 -1663.7101652906492 -7734.094147963332 -99747.339426641949 212845.99929687503 21750.771188964845 52316.185508708637 -19625.58526638374 10656.679243832603 33097.839742089884 1629.6900977412979 15570.317621995331
leaf_weight=2398881 285807 1365113 2921 25028 3800 735 1629 526 912 2129 665 306 19660 3086 538 69768 227 120 147 16427 173 59 20 80 472 1512 6700 1952 106736 2035
leaf_count=2398881 285807 1365113 2921 25028 3800 735 1629 526 912 2129 665 306 19660 3086 538 69768 227 120 147 16427 173 59 20 80 472 1512 6700 1952 106736 2035
internal_value=0 -52.3081 311.188 -991.196 604.396 -49.5972 -9106.96 -4552 -31771.2 3724.86 10942.5 31583.3 1803.63 -667.866 -3771.8 414.032 9639.33 12895.8 60184.9 2379.56 10517.4 29188 41522 -29820.4 36209.7 2102.77 5176.76 15719.7 1332.8 235.935
internal_weight=0 1.91928e+06 554170 101835 452335 292709 6902 6167 1438 4729 3100 971 159626 98914 25566 73348 3580 3353 267 139966 4604 804 665 139 645 135362 27114 8652 108248 18462
internal_count=4318164 1919283 554170 101835 452335 292709 6902 6167 1438 4729 3100 971 159626 98914 25566 73348 3580 3353 267 139966 4604 804 665 139 645 135362 27114 8652 108248 18462
is_linear=0
shrinkage=0.1


Tree=2654
num_leaves=31
num_cat=0
split_feature=1 0 1 3 2 3 5 5 5 0 5 5 1 0 1 2 1 5 5 6 3 3 1 5 4 3 3 5 5 5
split_gain=9.84849e+11 7.32535e+12 2.8922e+13 2.38539e+13 2.07341e+13 4.47214e+13 4.48595e+13 3.51127e+13 5.88134e+13 3.47104e+13 2.59853e+13 4.15994e+13 2.0342e+13 1.7032e+13 4.76346e+13 2.30829e+13 2.17506e+13 2.06713e+13 4.43429e+13 2.35024e+13 2.29285e+13 5.16355e+13 6.31139e+13 3.20674e+13 6.89228e+13 9.62842e+13 5.23293e+13 7.60049e+13 3.98343e+13 2.87908e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 6.5000000000000009 5.5000000000000009 5.5000000000000009 132.05000000000004 150.04500000000004 177.02500000000003 44.580511600000001 89.00500000000001 83.010000000000005 37.944765900000007 44.580511600000001 38.058342000000003 2.5000000000000004 38.058342000000003 112.04500000000002 107.05000000000001 1.5000000000000002 8.5000000000000018 7.5000000000000009 38.096381250000007 68.52500000000002 2.5000000000000004 14.500000000000002 13.500000000000002 77.715000000000018 82.00500000000001 80.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 9 -4 -9 10 11 -7 -11 16 -15 -16 -5 18 19 -18 21 -21 -23 -22 26 29 28 -28 -25 -26
right_child=-2 -3 3 13 -6 6 -8 8 -10 12 -12 -13 -14 14 15 -17 17 -19 -20 20 23 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-1982.0147056801372 -31.155603999671992 30.815027819830689 4987.9477856707636 57716.055532573831 -14624.83996222822 16707.670936302206 -106981.98025000001 199047.81503125001 500.9765149915541 -25549.308416193184 -52527.374015925481 162849.13988281251 55913.602678296302 2333.5058701135372 10021.196476510067 61904.820321685489 -17297.976013450439 -45249.61972987288 99409.879389880953 -4745.7170640155628 -14757.178479462875 39463.001671276987 -38003.509251171876 41677.185121372771 -58322.286013104836 -195640.38863407259 267759.66428571427 56702.756593406601 -45772.578145292209 27173.353880027491
leaf_weight=15343 3029015 1249634 7341 58 401 746 25 25 37 33 52 20 431 9049 149 202 1035 118 42 1420 1649 663 125 161 62 31 21 91 77 108
leaf_count=15343 3029015 1249634 7341 58 401 746 25 25 37 33 52 20 431 9049 149 202 1035 118 42 1420 1649 663 125 161 62 31 21 91 77 108
internal_value=0 73.2039 1413.72 3569.14 7608.09 8631.67 25685.2 5620.86 80560.2 28272.3 15879.6 20523.4 50119.9 1125.83 3735.51 39880.1 -3207.52 -3838.17 -2947.28 -3737.1 -553.004 6646.11 27174.5 -7778.3 13107.7 -33562.7 39909.8 96275.9 13384.6 -4007.41
internal_weight=0 1.28915e+06 39515 24172 9111 8710 1307 7403 62 1282 818 766 464 15061 9400 351 5661 5603 5485 5443 4408 2208 788 2200 551 201 350 112 238 170
internal_count=4318164 1289149 39515 24172 9111 8710 1307 7403 62 1282 818 766 464 15061 9400 351 5661 5603 5485 5443 4408 2208 788 2200 551 201 350 112 238 170
is_linear=0
shrinkage=0.1


Tree=2655
num_leaves=31
num_cat=0
split_feature=1 1 0 3 6 3 3 0 0 0 5 3 3 1 5 0 0 0 5 3 0 3 0 0 0 1 5 2 5 5
split_gain=9.53077e+11 3.85426e+12 2.78783e+13 1.91724e+13 6.69823e+12 3.8862e+13 2.34678e+13 2.64295e+13 5.88745e+13 2.65495e+13 2.25954e+13 2.13108e+13 1.73088e+13 1.67018e+13 1.58186e+13 1.6229e+13 1.51245e+13 2.66048e+13 2.4848e+13 2.36813e+13 3.64161e+13 1.79062e+13 1.6604e+13 1.46064e+13 1.45709e+13 1.41243e+13 2.10396e+13 1.43735e+13 1.79095e+13 1.35587e+13
threshold=86.067573200000012 92.928903050000017 52.719210700000012 2.5000000000000004 1.5000000000000002 8.5000000000000018 8.5000000000000018 56.054485600000007 52.485928400000006 56.093493200000005 94.040000000000006 11.500000000000002 7.5000000000000009 103.85249100000001 86.810000000000016 55.946414150000003 56.24640500000001 56.009576300000013 93.00500000000001 15.500000000000002 55.993277250000013 14.500000000000002 56.054485600000007 56.663136550000011 52.056565900000003 104.38035940000002 39.025000000000013 5.5000000000000009 56.835000000000008 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 25 12 8 -8 -9 13 -11 -6 14 15 -10 17 19 22 20 21 29 -19 -13 -14 26 -3 28 -28 -7
right_child=1 4 -4 -5 6 16 7 9 10 11 -12 23 24 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-9.5191087564379142 114.10568104619566 1569.0527908260813 800.0108958857727 -59637.012318313951 527.37931374650725 5549.7959264208985 -1667.5493342656334 13006.915196959562 5248.0555466978467 335.10228228885654 -74353.057312011719 -33662.388850112635 1688.0819508969207 -30439.991550959974 49685.756540586895 -15178.101804264916 -7567.6386690391491 37858.116655005484 107100.31072208181 -2794.6955716246875 44903.05799458822 40816.270902478456 9525.8326292296824 -2370.3642756014738 53689.151542298991 -1994.3318788972367 -26766.892006721773 14508.403436044546 -71161.211332465275 -55579.849577702698
leaf_weight=4147874 92 237 84910 129 53428 1875 10843 1579 441 6521 64 326 103 571 41 3297 735 328 34 2230 288 145 560 275 113 623 278 52 135 37
leaf_count=4147874 92 237 84910 129 53428 1875 10843 1579 441 6521 64 326 103 571 41 3297 735 328 34 2230 288 145 560 275 113 623 278 52 135 37
internal_value=0 231.864 707.689 -34763.2 -243.805 2598.21 -520.565 -3122.73 -5630.97 1275.41 -15367.1 -1325.55 641.592 -14499.3 -12090.7 -12768.3 5904.81 7706.21 23203.2 4583.1 11599.1 6936.2 19990.9 -19344.1 28892.3 -12954.1 -22680.4 -35039.8 -41278.4 4366.85
internal_weight=0 170290 85131 221 85159 7557 77602 23958 15257 8701 4414 7122 53644 4350 3779 3738 6232 5497 922 4575 2345 2057 888 601 216 1325 702 465 413 1912
internal_count=4318164 170290 85131 221 85159 7557 77602 23958 15257 8701 4414 7122 53644 4350 3779 3738 6232 5497 922 4575 2345 2057 888 601 216 1325 702 465 413 1912
is_linear=0
shrinkage=0.1


Tree=2656
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 3 5 5 1 1 5 5 3 0 3 6 3 3 0 1 3 3 0 2 0 4 5 3
split_gain=9.31206e+11 7.20727e+12 4.09031e+13 6.52372e+13 1.28903e+14 7.14572e+13 1.22025e+14 1.05257e+14 6.33641e+13 5.87305e+13 4.05995e+13 1.94677e+14 5.15148e+13 6.39134e+13 6.23275e+13 3.8253e+13 6.60147e+13 5.93206e+13 5.46255e+13 4.76226e+13 4.23616e+13 3.98085e+13 3.78431e+13 8.97685e+13 3.69453e+13 4.43897e+13 4.44032e+13 6.47243e+13 5.02326e+13 4.21012e+13
threshold=56.758269450000007 56.197733450000008 43.574807850000006 38.891822450000006 43.048525950000005 38.233559750000005 56.301440000000007 14.500000000000002 30.025000000000002 85.91500000000002 44.660994650000006 47.282206100000003 70.50500000000001 74.610000000000014 25.500000000000004 56.320495600000008 18.500000000000004 1.5000000000000002 8.5000000000000018 13.500000000000002 56.281985950000006 38.151577750000008 12.500000000000002 10.500000000000002 56.24640500000001 1.5000000000000002 56.320495600000008 2.5000000000000004 84.030000000000015 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 15 7 8 -7 -5 12 -12 -4 -14 24 17 -17 18 -3 20 -19 -21 23 -10 -15 -26 -27 28 -28 -30
right_child=-2 2 10 4 -6 6 -8 -9 22 -11 11 -13 13 14 -16 16 -18 19 -20 21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=8.3576547045354541 89.305172638795455 -35066.993053054808 720.53021286670833 -28938.666726163341 -3548.8997938474677 -84151.382031250003 2980.6678698791166 13561.816873006093 113054.19834494853 -128400.2899590164 -75705.658578326955 -1213.648797335652 28265.440318268935 30208.409586023616 -65372.342848069107 -1059.8942663769551 142696.22202148437 -22509.965852190537 14838.975683561359 -55991.433404915922 -5438.6081653538004 15297.17382837669 186572.02708938954 -35384.648871826175 -20731.250017776489 953.32966806625814 17694.694453070504 9230.9704530883901 -5805.7250637755105 96607.817416794249
leaf_weight=3237744 919083 256 52422 2219 5820 20 4525 431 220 61 353 57046 1401 603 123 18217 32 2057 1531 407 4955 97 43 50 640 4963 280 2294 49 222
leaf_count=3237744 919083 256 52422 2219 5820 20 4525 431 220 61 353 57046 1401 603 123 18217 32 2057 1531 407 4955 97 43 50 640 4963 280 2294 49 222
internal_value=0 -24.1474 -676.465 -3406.94 -11444.7 -1424.49 9221.96 46187.7 88415.2 -31599.7 252.041 -1671.77 2004.9 8371.72 5333.67 -3468.22 -807.815 -8686.95 7689.6 -12580.6 -10446.6 -42271.2 99441.8 85565.5 6294.54 4587.62 6662.93 16623.1 47399.2 78090.2
internal_weight=0 3.39908e+06 161337 40941 8100 32841 5289 764 333 2280 120396 57399 62997 10575 9174 27552 18249 9303 1787 7516 7012 504 313 270 9051 8448 7808 2845 551 271
internal_count=4318164 3399081 161337 40941 8100 32841 5289 764 333 2280 120396 57399 62997 10575 9174 27552 18249 9303 1787 7516 7012 504 313 270 9051 8448 7808 2845 551 271
is_linear=0
shrinkage=0.1


Tree=2657
num_leaves=31
num_cat=0
split_feature=3 4 0 0 1 1 1 5 0 5 1 5 5 4 5 5 1 5 5 5 0 1 5 5 5 0 5 0 5 5
split_gain=9.15735e+11 6.09719e+12 7.68054e+12 1.60936e+13 9.15688e+12 5.84143e+12 2.00424e+13 2.21373e+13 2.60868e+13 4.08675e+13 1.41655e+13 1.11358e+13 1.35949e+13 1.07854e+13 3.52188e+13 2.54354e+13 2.91789e+13 2.99548e+13 3.24426e+13 1.9771e+13 2.41877e+13 1.62644e+13 1.52038e+13 2.00275e+13 3.24595e+13 3.13617e+13 1.45898e+13 1.36146e+13 1.24271e+13 2.09389e+13
threshold=3.5000000000000004 5.5000000000000009 59.950068600000009 55.826364100000013 37.620907050000007 30.410108300000001 30.451272450000005 60.310000000000009 59.863160500000006 72.705000000000013 30.425002000000003 33.585000000000008 55.730000000000011 3.5000000000000004 114.05000000000001 80.815000000000012 30.323743050000001 92.035000000000011 95.020000000000024 177.02500000000003 60.029906750000002 30.332994000000003 137.05000000000004 118.33500000000002 112.04500000000002 59.820733200000006 150.04500000000004 59.916647550000008 107.05000000000001 96.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 13 7 11 9 -9 -11 -7 -13 14 28 -15 17 -17 -19 20 22 27 23 24 25 -20 -24 -16 29 -1
right_child=-2 2 -4 4 -6 6 -8 8 -10 10 -12 12 -14 15 21 16 -18 18 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2339.8026605344471 -11.272384782489929 -5840.2512495431292 40920.725248579547 -108095.38766043527 -26475.817303240743 -32090.119317908655 242.89119826379203 170948.49739583334 -4318.0391471354169 -5557.4975226151319 78240.301249091572 23061.919220525568 -42228.416575168922 98855.012637033768 -42819.517454268294 -51123.016855837268 -39167.347291551436 139384.94875000001 -92986.315950520846 -70424.575816761368 108456.93413825758 15829.784970238095 105416.35113636365 -41165.38792269124 91518.665890957462 43787.176809210534 12735.941517857143 -125351.53193108976 59206.928320312501 -41078.130334344612
leaf_weight=5753 4074053 171 22 28 27 65 236800 33 60 38 43 231 37 31 41 53 113 25 30 22 33 21 33 67 47 38 35 39 32 143
leaf_count=5753 4074053 171 22 28 27 65 236800 33 60 38 43 231 37 31 41 53 113 25 30 22 33 21 33 67 47 38 35 39 32 143
internal_value=0 188.129 -15483.6 -20974.3 -68027.6 204.066 285.415 20146.7 49053.8 77144.3 38927.8 5042.02 14048 -2740.51 -3939.68 10978.3 5485.99 18660.5 29868.1 20891.3 27990.1 -62493.9 17368.5 2294.61 27614.8 -16554.1 57713.2 -83053.9 -2942.04 -3279.35
internal_weight=0 244111 248 226 55 243863 237307 507 174 114 81 333 268 6556 6029 527 496 383 330 305 283 101 250 182 115 68 68 80 5928 5896
internal_count=4318164 244111 248 226 55 243863 237307 507 174 114 81 333 268 6556 6029 527 496 383 330 305 283 101 250 182 115 68 68 80 5928 5896
is_linear=0
shrinkage=0.1


Tree=2658
num_leaves=31
num_cat=0
split_feature=5 5 3 3 1 1 1 1 0 0 0 1 1 0 0 1 1 4 3 3 5 0 1 0 2 3 1 1 1 1
split_gain=8.75944e+11 6.83586e+12 1.75111e+13 1.73247e+13 2.30185e+13 1.55268e+13 8.31778e+13 1.54004e+14 2.18562e+14 3.40447e+14 2.73085e+13 1.5384e+13 1.51198e+13 2.09264e+13 3.47193e+13 2.4968e+13 2.47807e+13 3.29453e+13 2.24228e+13 4.22458e+13 3.14069e+13 4.76288e+13 2.20092e+13 2.07237e+13 1.75214e+13 2.24075e+13 1.70616e+13 4.48831e+13 2.6737e+13 1.5363e+13
threshold=39.005000000000003 40.005000000000003 16.500000000000004 13.500000000000002 39.080602550000002 37.436176200000013 37.582182450000005 37.542000650000013 55.68356880000001 55.695992150000002 56.009576300000013 37.362912300000012 30.362552800000003 55.777112100000004 55.851332700000007 37.752451500000006 37.328003200000005 1.5000000000000002 24.500000000000004 22.500000000000004 39.505000000000003 55.801980100000009 37.944765900000007 55.812836050000008 20.500000000000004 27.500000000000004 37.436176200000013 37.503486000000002 37.417247200000006 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 7 -7 -9 -10 11 -5 -4 -14 15 16 -15 24 19 22 21 -21 -17 -22 26 -26 28 -28 -18 -29
right_child=1 -3 12 4 -6 6 -8 8 9 -11 -12 -13 13 14 -16 18 17 -19 -20 20 23 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=72.839273280667783 -740.52614775915799 7.0217728470456144 -6157.4238262888512 5997.0587480330141 499.99616953387817 -18086.250021272932 -5100.3122510803441 -18693.520071971663 -538875.5391826923 -99739.030234375008 -8891.4365533740256 35844.051423842138 150.72201349637032 4662.6077823205178 2434.7587228116281 -24441.438536804995 39913.247309647209 143463.62136753628 36255.622880635281 -37204.462500000001 -39317.854089486726 -229674.34500000003 17459.849507679926 55093.130090725812 125310.07976518112 29567.252173517401 -50037.450954861117 101547.09886853449 164306.786015625 26071.225779220782
leaf_weight=1194349 105416 2959371 2636 994 7060 956 8012 98 26 55 1552 209 26408 343 8695 154 127 28 207 36 93 20 674 31 44 55 81 29 20 385
leaf_count=1194349 105416 2959371 2636 994 7060 956 8012 98 26 55 1552 209 26408 343 8695 154 127 28 207 36 93 20 674 31 44 55 81 29 20 385
internal_value=0 -27.8491 -655.394 -1241.08 -4023.82 -6707.24 -8689.46 -34025.4 -119153 -240696 -125.962 11182.4 1162.77 1678.29 5338.24 16187.3 27014.8 36984.7 6277.65 121.464 -43786.2 -105944 9666.61 -15715.1 32961.2 72119.6 26922.7 18038.9 56837.5 31358.2
internal_weight=0 3.12382e+06 164444 124378 18962 11902 9147 1135 179 81 2755 1203 40066 37430 11022 2327 1112 769 1215 1008 180 56 828 124 741 99 642 495 147 414
internal_count=4318164 3123815 164444 124378 18962 11902 9147 1135 179 81 2755 1203 40066 37430 11022 2327 1112 769 1215 1008 180 56 828 124 741 99 642 495 147 414
is_linear=0
shrinkage=0.1


Tree=2659
num_leaves=31
num_cat=0
split_feature=3 0 2 2 5 4 5 5 2 0 2 0 2 1 5 5 3 5 3 1 1 1 1 2 2 5 1 5 5 0
split_gain=9.10055e+11 4.20112e+12 1.29e+13 4.85652e+12 3.29776e+12 7.98474e+12 1.79303e+13 1.68278e+13 7.80302e+12 2.21972e+13 1.60424e+13 1.55739e+13 9.04739e+12 1.28506e+13 1.00761e+13 8.92802e+12 8.39657e+12 7.4188e+12 1.03181e+13 8.30164e+12 8.35958e+12 7.68554e+12 7.32236e+12 7.25801e+12 9.29941e+12 6.70733e+12 6.58854e+12 7.39427e+12 8.01259e+12 6.48923e+12
threshold=34.500000000000007 55.160271200000004 8.5000000000000018 24.500000000000004 137.05000000000004 2.5000000000000004 125.85000000000001 101.05000000000001 8.5000000000000018 56.838612000000005 6.5000000000000009 55.826364100000013 11.500000000000002 37.752451500000006 76.00500000000001 79.010000000000005 35.500000000000007 87.00500000000001 37.500000000000007 37.767735350000002 37.542000650000013 37.542000650000013 49.177301950000007 32.500000000000007 26.500000000000004 225.45000000000002 60.628582700000003 120.05000000000001 132.05000000000004 55.795550600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 29 9 10 16 -12 13 -10 -14 23 -7 19 21 20 -17 -19 -23 24 -16 -6 -24 -28 -29 -3
right_child=1 4 3 -5 25 8 -8 -9 12 -11 11 -13 14 -15 15 17 -18 18 -20 -21 -22 22 26 -25 -26 -27 27 28 -30 -31
leaf_value=1.55566809481818 -87369.116610054349 2664.8380510430857 33250.939156400236 -22837.61267218339 -22943.508021589008 61595.544415118246 -88517.113151041674 63540.967067307691 -99725.421010742197 -43085.617219172302 153805.18764260033 33409.410993303572 36821.851890646001 3758.0707682291668 -9129.3584635416682 12263.988131421233 2982.1270100911461 56280.482875000002 -53780.9921875 -21490.945306581441 63369.185300164478 -41717.952680407077 59494.927752976189 8234.6550151209685 -96275.86867187501 37662.26149553572 30637.444775390628 -70561.899864130435 3511.5815579223636 -5762.5492805210924
leaf_weight=4313211 23 1497 26 38 140 37 24 39 20 37 22 21 93 30 24 73 72 25 36 33 57 38 21 31 25 21 42 23 40 2345
leaf_count=4313211 23 1497 26 38 140 37 24 39 20 37 22 21 93 30 24 73 72 25 36 33 57 38 21 31 25 21 42 23 40 2345
internal_value=0 -1354.72 -23135.6 -51.6385 -965.3 -483.733 -2348.33 -1815.46 8617.83 26375.1 43283.3 95007.3 3125 -37635.3 6757.82 783.561 22878.4 7055.24 -4714.13 23301.3 34671.7 4631.93 -3241.32 -29634.1 -53591.9 -15038.4 8362.74 -1863.69 -23531.1 -2478.9
internal_weight=0 4953 87 64 4866 4705 3905 3881 800 189 152 43 611 50 561 468 109 388 225 163 130 189 164 80 49 161 126 105 63 3842
internal_count=4318164 4953 87 64 4866 4705 3905 3881 800 189 152 43 611 50 561 468 109 388 225 163 130 189 164 80 49 161 126 105 63 3842
is_linear=0
shrinkage=0.1


Tree=2660
num_leaves=31
num_cat=0
split_feature=5 1 5 0 5 1 0 0 3 4 0 0 6 4 5 3 6 5 2 0 0 6 3 3 5 2 5 6 2 1
split_gain=8.80285e+11 8.84452e+12 2.79147e+13 3.87718e+13 2.21649e+13 2.79965e+13 5.55245e+13 1.38696e+14 7.94749e+13 4.328e+13 4.09674e+13 7.97787e+13 7.11141e+13 3.61968e+13 3.38749e+13 9.87826e+13 6.8739e+13 7.92619e+13 3.06338e+13 3.18723e+13 2.97246e+13 2.88905e+13 3.74683e+13 1.02298e+14 6.29461e+13 4.42709e+13 2.74235e+13 2.29786e+13 4.18269e+13 3.94991e+13
threshold=41.505000000000003 37.889331900000009 42.605000000000011 55.975961550000008 46.010000000000012 37.914142000000005 55.701368300000006 55.946414150000003 9.5000000000000018 1.5000000000000002 55.708120100000009 55.74310830000001 1.5000000000000002 2.5000000000000004 66.50500000000001 22.500000000000004 1.5000000000000002 63.455000000000005 13.500000000000002 55.576287050000012 55.695992150000002 1.5000000000000002 18.500000000000004 16.500000000000004 86.810000000000016 10.500000000000002 65.50500000000001 1.5000000000000002 8.5000000000000018 37.971176850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 14 9 13 -8 12 -12 26 -9 16 21 17 18 19 -6 -19 22 23 25 -25 -16 -11 -7 29 -29
right_child=1 4 -4 -5 5 27 7 8 -10 10 11 -13 -14 -15 15 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=61.655814784532836 6215.7486858752563 -798.21506369867677 137.40649064465197 -1035.0496875907786 110433.28773925782 644.67714269193732 -85628.908703613284 52339.793254704768 -32572.754252600294 64947.401217919069 90313.878968394885 22005.316375030248 -43543.589365591659 -3368.2204192138302 -50302.397208658862 -53342.65280372055 -10500.520705030271 63862.789850484922 46320.160063703675 -21936.697884600435 203643.96071777344 -12144.278616295333 -86016.458333333343 70935.560216346159 306908.231875 81986.172200520843 12403.84034542293 -7398.362097138046 -1367.9346853340073 169.60668627865482
leaf_weight=1507337 17912 408775 699611 12536 20 470259 32 181 945 171 275 452 164 328 72 661 3133 29 172 201 32 1377 24 26 20 39 237 6947 237637 948559
leaf_count=1507337 17912 408775 699611 12536 20 470259 32 181 945 171 275 452 164 328 72 661 3133 29 172 201 32 1377 24 26 20 39 237 6947 237637 948559
internal_value=0 -33.0636 266.406 3230.46 -138.136 23.243 -5670.68 5937.03 -15414.4 29261.6 32091.8 47844.2 12070.9 16441.5 -11238.6 -20950.1 -5230.85 31134.5 14672.9 -9957.51 137191 -7207.25 30352.4 48141.3 173532 -3822.63 34425.8 52.6504 -180.688 114.584
internal_weight=0 2.81083e+06 730059 30448 2.08077e+06 1.67199e+06 8591 2785 1454 1331 1299 727 572 509 5806 2219 3587 454 393 221 61 1558 181 157 46 111 408 1.6634e+06 1.19314e+06 955506
internal_count=4318164 2810827 730059 30448 2080768 1671993 8591 2785 1454 1331 1299 727 572 509 5806 2219 3587 454 393 221 61 1558 181 157 46 111 408 1663402 1193143 955506
is_linear=0
shrinkage=0.1


Tree=2661
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 6 3 3 0 3 0 5 1 4 5 5 3 3 3 5 2 5 3 5 1 5 1 0 3
split_gain=8.80582e+11 8.36922e+12 2.50917e+13 2.75418e+13 2.02385e+13 4.32496e+13 2.80961e+13 3.98509e+13 5.18539e+13 6.66939e+13 3.88697e+13 2.69238e+13 2.68068e+13 2.80714e+13 2.72191e+13 2.67861e+13 2.46094e+13 2.14112e+13 5.27769e+13 2.72977e+13 2.07182e+13 3.72816e+13 2.02743e+13 1.9638e+13 4.21892e+13 1.91353e+13 2.48984e+13 1.89177e+13 3.95232e+13 2.99044e+13
threshold=54.811549550000009 54.947737500000009 37.39371280000001 20.507360500000004 83.053286850000021 54.864040150000001 1.5000000000000002 9.5000000000000018 14.500000000000002 54.920670650000005 6.5000000000000009 54.864040150000001 74.010000000000005 83.093115700000013 3.5000000000000004 41.810000000000009 37.505000000000003 11.500000000000002 9.5000000000000018 16.500000000000004 118.33500000000002 3.5000000000000004 62.385000000000012 5.5000000000000009 142.05000000000004 83.140147550000009 100.05000000000001 52.307266200000008 54.920670650000005 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 15 17 10 -9 22 23 -4 -12 14 -14 16 -6 18 -7 -19 -15 -22 -10 24 -8 26 -17 -13 -29 -30
right_child=1 -3 4 -5 5 6 7 8 9 -11 12 27 13 20 -16 25 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=69.736309856530312 6536.0259765295968 19.690519866118922 -4991.2143944692962 -15924.894827746146 16913.658591804924 16432.355630944538 -5238.8868659418822 -26065.302391282352 35890.414295614923 -3610.4165713269135 8778.1998375890307 3759.6969569906196 132880.70189302886 35781.066096391347 7567.8873121995193 23329.016639081427 -21734.342812238421 50327.948158394276 -88494.181648254395 11535.922906983622 -128522.75380434783 46258.448257211538 144864.8538856908 -48401.419918793617 131058.9930197011 -28411.593171961169 93142.362087264162 -10283.170298936388 4675.5746594700277 -721.72104332563731
leaf_weight=1275761 742 2798789 13700 2066 364 191 1803 1187 31 2807 2454 10314 52 232 26 1414 301 258 64 611 23 26 38 103 23 68 53 4155 10853 189655
leaf_count=1275761 742 2798789 13700 2066 364 191 1803 1187 31 2807 2454 10314 52 232 26 1414 301 258 64 611 23 26 38 103 23 68 53 4155 10853 189655
internal_value=0 -29.2423 -591.413 -9989.71 -481.821 3498.83 687.984 -1212.61 -8480.55 -1222.87 5014.65 -692.954 12512 38034.7 91109.8 16184.7 -579.647 15576.5 -9902.15 23053 23302.1 -35781.7 95905.3 -5918.46 -3522.1 23447.4 25851.2 -419.036 -629.623 -429.579
internal_weight=0 3.0424e+06 243614 2808 240806 12129 9929 8805 4063 2876 4742 228677 2813 359 78 2200 665 1124 255 869 281 49 69 1929 1826 1535 1467 214977 204663 200508
internal_count=4318164 3042403 243614 2808 240806 12129 9929 8805 4063 2876 4742 228677 2813 359 78 2200 665 1124 255 869 281 49 69 1929 1826 1535 1467 214977 204663 200508
is_linear=0
shrinkage=0.1


Tree=2662
num_leaves=31
num_cat=0
split_feature=3 6 2 0 0 3 5 0 0 0 1 1 5 4 3 5 5 3 1 1 4 4 5 1 1 5 2 5 1 1
split_gain=9.20028e+11 8.44127e+12 3.12957e+13 4.51245e+13 4.28999e+13 3.40092e+13 4.53862e+13 3.18461e+13 8.20416e+13 8.47049e+13 5.9762e+13 1.17208e+14 7.36098e+13 6.47609e+13 1.31555e+14 1.35691e+14 1.10198e+14 8.71809e+13 6.26008e+13 5.90325e+13 5.68068e+13 5.29027e+13 6.16161e+13 7.80746e+13 7.22572e+13 5.19974e+13 4.74023e+13 4.66661e+13 4.54642e+13 4.83287e+13
threshold=9.5000000000000018 1.5000000000000002 3.5000000000000004 59.990816400000007 61.674413550000004 6.5000000000000009 93.00500000000001 59.882016200000002 59.932719750000011 59.950068600000009 30.323743050000001 30.362552800000003 33.805000000000007 2.5000000000000004 7.5000000000000009 94.040000000000006 68.00500000000001 6.5000000000000009 30.259484550000003 30.388336800000001 3.5000000000000004 1.5000000000000002 55.005000000000003 30.346469350000003 30.315880100000005 70.50500000000001 8.5000000000000018 81.00500000000001 30.410108300000001 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -7 -4 20 10 13 12 -12 16 27 -16 -10 -18 -19 -13 28 -11 24 26 -23 -20 -24 -15 29 -9
right_child=-2 -3 3 4 -6 6 -8 8 9 21 11 19 -14 14 15 -17 17 18 25 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2065.9168342375892 41.663073131111531 12.671477130841362 482.72054519500847 1344.0917129696118 2249.9733791768313 -32128.745934955266 -174415.05563858699 -40101.640199824746 -13080.632027630778 -3724.4480304070239 -102501.66221590911 111150.39351851853 -345628.98851562501 186169.92960258154 -163037.45841498941 1031.6731711647728 -91563.002116935488 -58163.977921874997 230727.24841145833 -48999.610558456036 182611.63409090909 250692.64862500003 23548.071059101221 -84498.634339488635 53006.095928697185 85179.539210069459 140530.14129774304 6572.3487379807693 -49343.49742542614 27289.225881817863
leaf_weight=85436 2379540 1772842 71740 340 988 886 23 112 1167 1007 33 27 20 23 118 88 31 25 30 156 22 25 916 66 71 135 36 39 88 2134
leaf_count=85436 2379540 1772842 71740 340 988 886 23 112 1167 1007 33 27 20 23 118 88 31 25 30 156 22 25 916 66 71 135 36 39 88 2134
internal_value=0 -51.1388 -733.514 683.297 -13320.4 -25637 -35728.9 1084.35 7861.12 -835.179 -16217.8 -63296.7 -194248 -9508.45 -54512.7 -92949.7 -818.872 63929.9 89299.8 -25370.9 22673.6 12886.6 27902.1 20680 104487 111643 27971.8 73197.3 21166.1 23928.7
internal_weight=0 1.93862e+06 165782 80346 2237 1249 909 78109 6369 4013 1892 236 53 1656 268 206 1388 221 190 183 2356 2121 1114 1018 96 165 952 62 2334 2246
internal_count=4318164 1938624 165782 80346 2237 1249 909 78109 6369 4013 1892 236 53 1656 268 206 1388 221 190 183 2356 2121 1114 1018 96 165 952 62 2334 2246
is_linear=0
shrinkage=0.1


Tree=2663
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 3 5 3 0 3 5 5 5 6 4 5 5 5 0 5 6 5 5 5 2 2 4 5 5 5
split_gain=9.76676e+11 7.05535e+12 4.58262e+13 5.42001e+13 1.35412e+14 5.40551e+13 5.30517e+13 4.10391e+13 7.93985e+13 5.45458e+13 4.4233e+13 4.90201e+13 3.85821e+13 3.80999e+13 3.74767e+13 6.70609e+13 9.15485e+13 5.74124e+13 4.95151e+13 3.71994e+13 3.64942e+13 3.44695e+13 1.05633e+14 6.51392e+13 6.38648e+13 5.32209e+13 3.554e+13 3.79465e+13 4.00236e+13 6.03382e+13
threshold=18.500000000000004 30.259484550000003 30.315880100000005 59.853570100000006 60.610000000000007 19.500000000000004 48.035000000000004 20.500000000000004 59.932719750000011 21.500000000000004 80.00500000000001 78.710000000000022 37.505000000000003 1.5000000000000002 2.5000000000000004 69.015000000000015 69.610000000000014 83.010000000000005 60.035045000000004 81.910000000000011 1.5000000000000002 56.505000000000003 64.405000000000015 52.020000000000003 16.500000000000004 2.5000000000000004 1.5000000000000002 118.33500000000002 84.030000000000015 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 6 -6 -3 21 12 -10 11 -11 -9 -7 15 -2 -17 18 -16 -18 -20 23 25 -5 26 -23 -24 28 29 -28
right_child=1 2 -4 7 5 13 -8 8 9 10 -12 -13 -14 -15 17 16 19 -19 20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=19.116463081317338 -1987.5261541978232 16879.551831840548 -193.14137573105117 12510.394725641945 -15222.689726562501 187818.601390625 -65113.331665296049 4514.059202382613 -14595.604630947884 4458.2840067041643 25135.35562063687 -64580.334793795075 -42826.592083265867 87886.445743764561 25364.855371737376 -134061.07931510417 -30211.797875880318 -3236.5865225047673 -36128.399068598686 15379.196885850695 31411.372729700859 -54835.662011718756 95776.2561319987 -41332.192692927005 79025.356682854734 77369.923400197295 -28162.41351517658 70919.650362955741 -34451.661385681473 50505.830871456186
leaf_weight=3717520 26612 466 551261 1578 40 50 95 245 1484 9273 1072 104 579 161 1816 75 761 2696 253 234 117 33 36 262 111 394 196 60 386 194
leaf_count=3717520 26612 466 551261 1578 40 50 95 245 1484 9273 1072 104 579 161 1816 75 761 2696 253 234 117 33 36 262 111 394 196 60 386 194
internal_value=0 -118.316 -36.2592 5105.72 30310.2 91361.5 2994.84 3827.16 1271.45 3344.55 5892.47 3692.58 -28750.8 111567 -1549.8 -2974.46 -27520.6 6528.35 18571.5 -19489.9 -14771.2 13858.9 25623.5 4843.68 7583.82 67152.6 -1510.23 -5699.6 -11623.8 10970
internal_weight=0 600644 568080 16819 812 251 561 16007 12757 11933 10449 9377 824 211 32564 27682 1070 4882 2186 995 370 3250 1410 1840 983 427 872 836 776 390
internal_count=4318164 600644 568080 16819 812 251 561 16007 12757 11933 10449 9377 824 211 32564 27682 1070 4882 2186 995 370 3250 1410 1840 983 427 872 836 776 390
is_linear=0
shrinkage=0.1


Tree=2664
num_leaves=31
num_cat=0
split_feature=0 3 1 4 3 1 1 1 0 0 0 1 0 5 1 0 1 0 0 0 1 0 1 5 0 0 1 3 6 3
split_gain=8.72263e+11 9.72915e+12 1.77311e+13 3.22582e+13 3.19098e+13 3.35891e+13 2.8226e+13 4.36551e+13 9.92674e+13 1.0169e+14 5.21353e+13 3.79907e+13 4.87757e+13 5.44422e+13 3.141e+13 9.93782e+13 7.25305e+13 1.22764e+14 1.36137e+14 4.33916e+13 1.04838e+14 9.25836e+13 6.55771e+13 6.35219e+13 5.27866e+13 5.2433e+13 4.65329e+13 8.50553e+13 6.15412e+13 4.4092e+13
threshold=55.576287050000012 7.5000000000000009 60.55755580000001 1.5000000000000002 2.5000000000000004 60.601268000000012 47.208373000000009 44.083877800000003 56.054485600000007 56.281985950000006 56.338501050000012 46.037218400000008 56.143542450000005 76.730000000000018 47.981192400000005 56.009576300000013 48.712293450000011 55.860536450000005 55.842510000000011 55.885524800000006 52.307266200000008 55.851332700000007 49.177301950000007 38.210000000000008 55.745923000000012 55.695992150000002 49.148175700000003 3.5000000000000004 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 -2 -9 11 -11 -10 -13 -14 15 -8 17 18 -16 20 21 25 -21 -23 -22 -18 29 -28 -29 -27
right_child=1 -3 3 4 5 -7 14 8 9 10 -12 12 13 -15 16 -17 19 -19 -20 22 24 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=40.201229966271583 177.94446870354659 -193.69839518632975 1780.6763513335882 4357.7310882871343 -9392.3856824094346 -1979.8999722023254 -37600.898023284848 -42608.849749357789 -9013.6699129042572 -52089.095629975644 -12556.505692493289 1376.913605223692 15079.442475698568 70444.52534701355 -40770.108744189529 6435.8871700457839 10679.601071783814 -28471.303467186881 7873.1780120470066 -39985.125608538641 9606.6070426002607 2977.3194525726758 402.80990952282986 25789.094627959228 27996.267293724792 724.96043138661173 3841.9377961881278 -56256.925922239119 -9565.0115568883284 17591.956010525737
leaf_weight=2398881 285807 1365113 31334 6950 6852 56699 526 735 1629 526 912 2129 737 234 679 19908 4151 2191 3769 404 6700 2364 82081 2524 2035 14383 6461 291 9422 1737
leaf_count=2398881 285807 1365113 31334 6950 6852 56699 526 735 1629 526 912 2129 737 234 679 19908 4151 2191 3769 404 6700 2364 82081 2524 2035 14383 6461 291 9422 1737
internal_value=0 -50.2469 303.124 -889.017 -2075.56 -2779.11 571.513 -11.8356 -7870.49 -3730.28 -27017 3350.76 9848.07 28421.8 1641.21 5302.32 1103.74 -9096.18 447.64 1614.61 3936.9 1833.3 204.995 14756.6 13890.9 100.036 -1259.84 -5049.43 -10963.9 2542.45
internal_weight=0 1.91928e+06 554170 101835 70501 63551 452335 292709 6902 6167 1438 4729 3100 971 159626 20434 139192 6639 4448 132553 50068 41333 82485 4888 8735 36445 32294 16174 9713 16120
internal_count=4318164 1919283 554170 101835 70501 63551 452335 292709 6902 6167 1438 4729 3100 971 159626 20434 139192 6639 4448 132553 50068 41333 82485 4888 8735 36445 32294 16174 9713 16120
is_linear=0
shrinkage=0.1


Tree=2665
num_leaves=31
num_cat=0
split_feature=3 6 0 0 0 3 0 0 1 1 0 1 5 5 1 1 5 5 5 4 1 5 4 0 4 3 1 1 5 2
split_gain=1.08604e+12 6.75968e+12 2.96086e+13 1.29453e+14 5.21828e+13 4.17343e+13 5.29434e+13 6.5598e+13 4.14679e+13 6.45387e+13 8.93196e+13 2.17101e+14 7.00596e+13 5.28007e+13 4.11637e+13 9.14032e+13 4.52307e+13 3.99077e+13 1.04139e+14 6.04151e+13 3.91269e+13 8.23345e+13 5.7464e+13 6.47936e+13 4.3764e+13 4.01813e+13 3.79597e+13 1.16488e+14 6.97725e+13 4.53095e+13
threshold=9.5000000000000018 1.5000000000000002 55.078308950000007 55.039751500000008 55.043101600000007 8.5000000000000018 54.708501450000007 54.194619400000008 20.507360500000004 38.969379750000009 54.708501450000007 33.101335500000005 110.05000000000001 68.00500000000001 20.507360500000004 82.837870700000011 102.01000000000001 64.405000000000015 59.810000000000009 1.5000000000000002 82.888608650000023 89.00500000000001 1.5000000000000002 55.061033200000004 3.5000000000000004 7.5000000000000009 50.388877400000005 20.507360500000004 66.990000000000023 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -7 10 11 13 -13 -10 -8 16 -16 18 -12 -19 22 -22 -6 24 25 -24 27 28 -9 -29
right_child=-2 -3 -4 4 20 8 14 26 9 -11 17 12 -14 -15 15 -17 -18 19 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-1526.091291780793 45.266097326540631 1.5405113509083685 -1782.8980630103179 182170.88184523812 10305.731815011161 -5782.8378233663207 4937.7224291198063 14576.705462161839 -45681.984871215827 2388.4000224660958 42016.293166228941 13563.276875732825 181732.37025000001 -141970.86891276043 -29970.448157439365 -4522.6963188304517 -155873.10067349137 -16215.189274614313 -53706.570860517786 73809.534978383715 20287.225373431487 -141644.74428710938 138710.19638813406 206092.43172286183 -55099.869097222225 32970.54465625 79.34389116940676 22429.656710218718 -35081.640934655428 59230.500231778089
leaf_weight=34440 2379540 1772842 97621 21 175 3611 1541 806 140 12397 586 2726 25 96 1776 3682 29 89 141 459 1672 32 69 38 27 75 1728 716 436 628
leaf_count=34440 2379540 1772842 97621 21 175 3611 1541 806 140 12397 586 2726 25 96 1776 3682 29 89 141 459 1672 32 69 38 27 75 1728 716 436 628
internal_value=0 -55.5613 -666.198 933.154 25322.1 154.43 -1518.13 -69.9763 3932.1 6037.91 16653.3 7195.22 15091.5 -84850.3 -9503.61 -13559.4 -31993.3 38811.3 23451.1 59188.7 23744.6 17246.2 52581 87979 61731.6 83637.5 11554.6 19222.6 -2855.69 39625.3
internal_weight=0 1.93862e+06 165782 68161 2109 66052 45782 38754 20270 16659 4262 2987 2751 236 7028 5487 1805 1275 727 548 2088 1704 384 209 171 144 4314 2586 1242 1344
internal_count=4318164 1938624 165782 68161 2109 66052 45782 38754 20270 16659 4262 2987 2751 236 7028 5487 1805 1275 727 548 2088 1704 384 209 171 144 4314 2586 1242 1344
is_linear=0
shrinkage=0.1


Tree=2666
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 1 5 0 3 5 3 6 5 1 5 4 5 5 4 3 1 1 5 1 1 1 5 3 3 1
split_gain=1.21689e+12 7.1368e+12 8.03576e+13 7.68778e+13 5.11909e+13 4.87589e+13 6.68354e+13 5.17241e+13 4.29672e+13 4.37048e+13 3.59468e+13 2.69645e+13 2.96296e+13 2.46169e+13 2.37428e+13 2.27829e+13 3.32059e+13 2.07396e+13 1.932e+13 1.91162e+13 2.43763e+13 2.54645e+13 3.1189e+13 2.64979e+13 1.82902e+13 3.53055e+13 2.14828e+13 1.73037e+13 1.72357e+13 1.70944e+13
threshold=56.758269450000007 56.791364150000007 60.528664650000003 42.005000000000003 35.985000000000007 59.76223980000001 100.05000000000001 56.782419000000012 10.500000000000002 114.05000000000001 3.5000000000000004 1.5000000000000002 64.805000000000021 61.284352600000013 73.995000000000019 1.5000000000000002 57.995000000000012 67.00500000000001 2.5000000000000004 23.500000000000004 60.58031445000001 60.628582700000003 68.00500000000001 60.611165000000007 60.55755580000001 60.648383500000008 60.610000000000007 5.5000000000000009 13.500000000000002 60.695889550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 17 7 14 13 11 -9 15 -13 24 -7 16 -10 -6 -14 20 -17 22 -22 -24 26 -26 -5 -28 -23 -27
right_child=1 -3 3 8 5 6 -8 10 9 -11 -12 12 18 -15 -16 19 -18 -19 -20 -21 21 28 23 -25 25 29 27 -29 -30 -31
leaf_value=-27.604059423305205 -3884.585976095284 48.515623799794682 5602.9437698845759 -629.95148776168617 1236.3421577721715 27712.179490727525 122016.4729296875 37424.033196602737 -14630.704878787839 -67431.233153935187 8631.1145457434232 -9247.3975436049059 -42689.584755681208 -24287.710911701637 63216.092785952278 24109.177256501422 -112998.63718532986 -32563.769161080028 -18725.727386248778 -6676.3532084193794 4471.6130407262735 -19653.35835912561 -23878.21000339674 -167607.19175646553 -8451.1176540622837 19448.738965674467 63280.129133357565 17523.103499702785 18074.071712526878 1968.5966852566614
leaf_weight=3399081 2260 886323 9000 359 996 903 60 481 734 135 4400 2668 507 388 238 597 36 222 1000 1744 54 186 23 29 2614 878 129 230 347 1542
leaf_count=3399081 2260 886323 9000 359 996 903 60 481 734 135 4400 2668 507 388 238 597 36 222 1000 1744 54 186 23 29 2614 878 129 230 347 1542
internal_value=0 102.089 1551.52 -1627.74 9266.89 13338.4 16995.8 15949.4 -6210.57 -11011.7 11468.5 -10050.6 -15578.8 91.8589 35117.9 -3895.85 -19229.7 -4924.27 -26787.9 66.2607 9580.11 -3993.99 -48757.9 -104035 1736.38 -393.256 16667.5 33965 4908.4 8310.57
internal_weight=0 919083 32760 23200 9560 7300 6082 6022 14200 8060 4881 7925 4175 6140 1141 3750 770 1218 1507 2980 1236 639 106 52 5752 5034 718 359 533 2420
internal_count=4318164 919083 32760 23200 9560 7300 6082 6022 14200 8060 4881 7925 4175 6140 1141 3750 770 1218 1507 2980 1236 639 106 52 5752 5034 718 359 533 2420
is_linear=0
shrinkage=0.1


Tree=2667
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 1 5 3 1 3 1 6 1 1 5 3 5 5 5 1 5 5 5 6 4 5 3 3
split_gain=1.01586e+12 1.17671e+13 5.62453e+13 6.38794e+13 4.34534e+13 3.80722e+13 6.86529e+13 4.95181e+13 4.00224e+13 3.93862e+13 4.14873e+13 3.47614e+13 3.04489e+13 3.61221e+13 2.57037e+13 3.23571e+13 2.26173e+13 1.77711e+13 1.77356e+13 1.74284e+13 2.10846e+13 3.86506e+13 2.44273e+13 1.55728e+13 1.55285e+13 1.37217e+13 1.28837e+13 1.96078e+13 2.35376e+13 1.54009e+13
threshold=56.802385350000009 56.791364150000007 60.648383500000008 60.58031445000001 5.5000000000000009 18.500000000000004 25.500000000000004 60.628582700000003 68.52500000000002 27.500000000000004 60.601268000000012 9.5000000000000018 60.611165000000007 1.5000000000000002 60.08989780000001 60.479177250000006 50.005000000000003 3.5000000000000004 86.810000000000016 42.405000000000008 76.730000000000018 60.55755580000001 84.030000000000015 68.52500000000002 99.555000000000021 1.5000000000000002 4.5000000000000009 80.815000000000012 12.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 14 12 16 9 -9 -8 -11 -4 -5 18 -3 -16 -7 -17 -14 -6 -21 22 -22 -13 -18 -19 27 -15 -29 -28
right_child=-2 2 11 5 19 6 7 8 -10 10 -12 23 13 26 15 17 24 25 -20 20 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-11.276878898142735 96.620787954971959 -9506.4131233312182 -6287.8247381007141 -11236.687180349189 -4038.570199217299 19424.463648482397 62068.375802223156 1691.458810190054 -62242.338144531255 -20179.974462890626 54215.275639880951 -26473.680665309046 -21494.641405393369 7484.3443437623901 35077.300834266316 31902.01627297873 54903.90062369495 -21499.20292207551 -102876.98804687501 -17349.350429676764 8048.5960924359288 86152.862394831725 -45920.436637961655 -61380.065138646183 9037.9152724155174 6045.7575387589059 24813.195944940479 -11965.186761209239 46209.738268143505 -87634.245689655188
leaf_weight=3431841 869137 709 1164 1246 2818 484 149 208 185 262 105 803 114 2404 478 182 521 263 35 3297 353 52 110 152 86 579 21 92 285 29
leaf_count=3431841 869137 709 1164 1246 2818 484 149 208 185 262 105 803 114 2404 478 182 521 263 35 3297 353 52 110 152 86 579 21 92 285 29
internal_value=0 -24.3479 -2634.48 -489.087 -5953.21 7270.04 18637.1 -1660.47 -28404.6 18708.6 1104.77 -17889.2 1890.45 7379.18 6186.92 13594.8 35548.7 3566.77 -40611.3 -10001.8 -14410 4407.49 -4773.42 -32029.5 48405.6 -2557.95 9904.99 10809.5 32013.2 -40406.3
internal_weight=0 3.44903e+06 17186 15067 8841 6226 2000 909 393 516 367 2119 4226 2980 2211 1502 1091 1024 149 6630 3812 515 463 955 607 842 2831 2781 377 50
internal_count=4318164 3449027 17186 15067 8841 6226 2000 909 393 516 367 2119 4226 2980 2211 1502 1091 1024 149 6630 3812 515 463 955 607 842 2831 2781 377 50
is_linear=0
shrinkage=0.1


Tree=2668
num_leaves=31
num_cat=0
split_feature=3 4 5 1 6 5 3 5 4 1 1 5 5 0 5 2 0 1 0 0 1 0 5 5 0 6 5 1 1 1
split_gain=9.43451e+11 6.60527e+12 1.12138e+13 2.14178e+13 1.94051e+13 1.88527e+13 1.68578e+13 5.29113e+13 5.64519e+13 2.93939e+13 7.19679e+13 4.21181e+13 7.96171e+13 2.86035e+13 1.2828e+14 3.09789e+13 3.58885e+13 2.73956e+13 2.5902e+13 9.76556e+13 4.13211e+13 3.8781e+13 2.86417e+13 7.38208e+13 6.14434e+13 2.51218e+13 2.65446e+13 2.32689e+13 2.38484e+13 2.32145e+13
threshold=9.5000000000000018 3.5000000000000004 82.00500000000001 20.507360500000004 1.5000000000000002 78.010000000000005 8.5000000000000018 107.05000000000001 6.5000000000000009 44.083877800000003 43.808567100000012 125.85000000000001 142.05000000000004 44.732363600000006 116.06000000000002 8.5000000000000018 55.834684950000003 40.810045900000013 54.978840000000005 55.193434200000006 82.945329900000004 55.025681450000008 161.85000000000002 142.05000000000004 55.099723300000008 1.5000000000000002 96.015000000000015 30.370618100000005 37.275078000000001 35.911716050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 25 9 10 13 -12 -13 14 -9 -15 -17 -16 -11 20 21 -20 23 -23 -24 27 29 -8 -29 -27
right_child=-2 2 6 4 -6 -7 7 8 -10 18 11 12 -14 15 17 16 -18 -19 19 -21 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=-90.456123501748664 42.190082668335158 -68528.046311773258 929.71222409875634 5639.1103625006435 1885.8144783100652 53902.087526838157 108739.75051832933 261291.78993750003 -140237.20531850963 -17159.846687935493 31366.560351562501 311043.35120738641 47674.125651041672 2131.8664929289835 75086.766649199693 17670.850041950926 140242.26078559028 -28122.793432971015 138104.98271644468 -4780.5779727915788 -62206.965964988427 40464.928934760384 -82572.175664062495 214849.12112068967 132096.35857177735 -33151.391552227513 -18630.238314594881 -65192.574217100409 19898.372847167971 -4019.8407823200246
leaf_weight=1857116 2379540 43 29510 190 40119 141 26 25 26 592 38 22 24 943 41 71 36 69 61 1335 27 149 40 29 20 289 2189 37 300 5116
leaf_count=1857116 2379540 43 29510 190 40119 141 26 25 26 592 38 22 24 943 41 71 36 69 61 1335 27 149 40 29 20 289 2189 37 300 5116
internal_value=0 -51.7857 829.299 2009.78 2084.76 26198.3 -336.155 -3583.07 6572.73 7656.5 19829.1 109275 173633 13488.7 56817.6 7917.81 58909.8 10346.2 800.29 7201.5 56269.2 66967.7 48735 68875.8 -11016 -8111.5 -9339.99 17588.5 10556 -5577.48
internal_weight=0 1.93862e+06 81508 40493 40450 331 41015 11505 3548 3522 1269 84 46 1185 135 1050 107 110 2253 1661 326 299 238 178 60 7957 7594 363 337 5405
internal_count=4318164 1938624 81508 40493 40450 331 41015 11505 3548 3522 1269 84 46 1185 135 1050 107 110 2253 1661 326 299 238 178 60 7957 7594 363 337 5405
is_linear=0
shrinkage=0.1


Tree=2669
num_leaves=31
num_cat=0
split_feature=5 2 5 5 1 0 1 2 6 0 3 4 6 2 0 0 6 1 5 1 6 1 2 4 5 0 2 0 0 1
split_gain=1.04548e+12 5.78913e+12 1.49001e+13 1.37065e+13 2.66853e+13 2.45508e+13 1.62995e+13 5.98217e+13 1.71559e+13 1.55655e+13 1.46507e+13 1.59278e+13 1.36863e+13 1.52616e+13 1.26911e+13 1.60672e+13 3.74989e+13 1.1916e+13 1.70836e+13 1.46708e+13 3.4166e+13 1.25057e+13 3.49037e+13 4.54631e+13 1.28853e+13 1.11245e+13 1.08266e+13 2.16952e+13 2.386e+13 1.99095e+13
threshold=102.01000000000001 20.500000000000004 107.05000000000001 104.75000000000001 30.243224600000001 45.063245200000004 38.92948375000001 22.500000000000004 1.5000000000000002 55.701368300000006 24.500000000000004 3.5000000000000004 1.5000000000000002 21.500000000000004 55.777112100000004 55.727011600000004 1.5000000000000002 30.278357500000002 120.05000000000001 30.323743050000001 1.5000000000000002 60.695889550000011 21.500000000000004 3.5000000000000004 112.04500000000002 59.853570100000006 21.500000000000004 45.047272400000004 45.005863250000004 38.969379750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 9 -9 -6 12 -12 25 -14 15 26 -17 18 -16 20 -19 24 -23 -24 -21 -7 27 28 -4 -29
right_child=1 2 14 5 6 10 -8 8 -10 -11 11 -13 13 -15 17 16 -18 19 -20 21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=7.8971283119945319 -438.05898576624804 114954.5682421875 -38897.895684523814 123487.50518973214 157876.83413318451 7553.5579975328947 -31193.310003125 3471.5223419971953 -91584.665920608109 54320.312250664894 76420.835206980511 -8470.6049521169352 -93210.830570652179 4060.5003689236109 46432.336768180947 -21306.519262695314 131784.27598876954 5092.2347591145835 -48132.693859375002 -41778.020399305562 -161215.22605096726 -50361.903392269742 191005.21575520834 10069.640358231707 -7032.6083135304279 99693.595000000001 108.41704394930885 54303.101468211207 79732.975880015991 -12845.016354782518
leaf_weight=4209727 105036 20 21 28 21 38 125 39 37 47 77 31 23 54 81 32 32 30 25 126 21 38 21 41 698 20 1344 58 88 185
leaf_count=4209727 105036 20 21 28 21 38 125 39 37 47 77 31 23 54 81 32 32 30 25 126 21 38 21 41 698 20 1344 58 88 185
internal_value=0 -306.581 3753.96 18662.4 3512.64 34818.4 -4773.01 18161.3 -42805.8 86301 24601.4 52053.8 2639.44 -24994.6 815.301 6053.35 55238.9 -7712.89 24129.3 -11174.7 -63387.3 -8292.83 25102.1 71354.3 -12345.6 39326 4197.29 19809.4 56877.5 3182.11
internal_weight=0 108437 3401 560 289 271 269 144 76 68 243 108 135 77 2841 1760 64 1081 106 975 51 924 100 62 824 58 1696 352 109 243
internal_count=4318164 108437 3401 560 289 271 269 144 76 68 243 108 135 77 2841 1760 64 1081 106 975 51 924 100 62 824 58 1696 352 109 243
is_linear=0
shrinkage=0.1


Tree=2670
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 1 1 1 3 1 1 0 5 3 5 4 1 5 4 2 1 6 3 1 5 1 1 1 1 6
split_gain=9.53372e+11 2.41214e+13 8.63554e+13 1.11874e+14 1.53717e+14 8.4156e+13 8.00515e+13 6.76808e+13 1.41501e+14 1.22183e+14 1.62609e+14 8.85544e+13 5.94768e+13 5.64549e+13 5.2938e+13 4.95007e+13 5.14281e+13 6.93489e+13 1.67073e+14 6.4977e+13 5.22027e+13 6.52271e+13 4.95452e+13 1.11112e+14 1.79366e+14 5.78129e+13 1.08765e+14 4.89327e+13 8.31156e+13 5.65612e+13
threshold=55.899899800000007 55.87722990000001 37.417247200000006 62.015000000000008 21.500000000000004 37.692869000000009 37.487839250000007 37.712318250000003 9.5000000000000018 37.914142000000005 37.752451500000006 55.885524800000006 58.305000000000007 14.500000000000002 75.750000000000014 3.5000000000000004 37.503486000000002 82.00500000000001 2.5000000000000004 2.5000000000000004 37.542000650000013 1.5000000000000002 10.500000000000002 37.737121850000008 73.995000000000019 37.712318250000003 37.642309100000013 37.503486000000002 37.533784800000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 15 14 -4 8 -8 10 11 -9 27 -14 -6 16 17 -5 -19 -20 -18 -22 23 24 -23 26 -24 29 -29 -10
right_child=-2 2 3 4 5 -7 7 9 12 -11 -12 -13 13 -15 -16 -17 20 18 19 -21 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.1281512281074357 71.848399633029373 14956.71962543769 -14386.305159404528 -64868.772383179043 -10395.512792269745 -139499.27056686048 32710.179908465754 33342.896212611609 38713.325533409261 -871.45777336172966 -170102.19530606113 -50439.068308413349 116174.78901209678 18161.744008175461 11133.558125816306 8212.2091189318944 3185.2425214920645 139419.01315317623 -133353.63921370968 -18214.80459151309 -52889.857914220091 -38004.647882285812 -20844.361116083252 -20808.707667932871 -282979.59098958335 -37633.903469470468 58815.12675933318 -34813.153387176593 507.91685092133935 -43091.576285644536
leaf_weight=2991712 1293583 2548 3314 746 2148 43 1783 175 546 4664 91 452 62 1127 2439 393 635 61 62 234 787 89 413 694 45 347 293 728 7850 100
leaf_count=2991712 1293583 2548 3314 746 2148 43 1783 175 546 4664 91 452 62 1127 2439 393 635 61 62 234 787 89 413 694 45 347 293 728 7850 100
internal_value=0 -30.7288 -2724.96 -4210.83 -13252.5 -253.409 -130.126 2557.61 6679.64 -6783.21 -45184.9 -27054.9 2222.47 23272.6 1051.93 -25793.8 -28827.1 -47522.9 -11276.3 -42331.7 -22583.8 -28717 -18603.2 -36905.5 -120272 -4211.64 12215.5 -490.949 -2489.72 26050
internal_weight=0 3.02458e+06 32869 30321 9429 4630 20892 17578 12196 5382 718 627 10413 1189 4587 4799 4406 1103 357 296 3303 2668 1881 828 134 1053 706 9224 8578 646
internal_count=4318164 3024581 32869 30321 9429 4630 20892 17578 12196 5382 718 627 10413 1189 4587 4799 4406 1103 357 296 3303 2668 1881 828 134 1053 706 9224 8578 646
is_linear=0
shrinkage=0.1


Tree=2671
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 0 0 0 6 0 5 5 5 0 5 3 3 1 3 0 0 6 1 3 0 5 0 3
split_gain=9.20817e+11 3.5425e+12 2.54935e+13 2.95138e+13 1.56791e+13 4.70046e+13 3.08562e+13 4.2914e+13 2.28818e+13 1.5192e+13 1.44456e+13 1.89291e+13 1.44275e+13 1.06506e+13 1.04647e+13 1.02551e+13 4.38655e+13 3.3655e+13 4.07254e+13 3.48936e+13 3.31209e+13 5.51743e+13 7.19684e+13 3.94033e+13 8.06636e+13 4.6198e+13 3.96218e+13 5.57605e+13 4.29346e+13 3.23959e+13
threshold=86.067573200000012 83.011163250000024 56.367862600000002 55.674875350000008 53.37994195000001 83.761389800000003 55.193434200000006 53.516665650000007 55.212972300000011 56.501468900000013 1.5000000000000002 55.388132500000005 112.04500000000002 97.050000000000011 76.00500000000001 55.02863030000001 87.395000000000024 9.5000000000000018 15.500000000000002 83.053286850000021 11.500000000000002 54.864040150000001 54.934662400000008 1.5000000000000002 83.093115700000013 12.500000000000002 54.864040150000001 89.00500000000001 54.811549550000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 14 15 12 -8 -12 -4 -11 -7 17 29 -6 19 -19 21 -21 -23 -22 25 -25 28 -28 -26 -17
right_child=-2 2 9 -5 5 6 10 -9 -10 13 11 -13 -14 -15 -16 16 -18 18 -20 20 23 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=12.460949372744761 227.90574609635144 1161.413546878194 17199.29466976703 -15987.744563585171 -1657.0639190761958 -6622.8044459383927 23880.068445729765 -29724.534898386977 -26226.330526883772 3552.751089612224 9365.6348504033722 -7666.8700360473322 81665.764896308057 -65333.577445652176 -34380.48650727608 7473.8275880706196 -42625.160001852768 9141.3722723569499 -1793.8589595738749 5344.562582655356 42346.93665442834 -44091.020035367757 184.4554012522978 132429.96053766215 -2772.4653378614739 24791.466054444878 -31035.218903202483 -189684.79648437502 147958.39999999999 -1310.300174797406
leaf_weight=3928897 170290 48793 973 1224 29704 3120 214 1234 345 929 903 2352 36 23 142 4386 253 11906 9898 1846 338 692 782 53 134 161 288 24 22 98202
leaf_count=3928897 170290 48793 973 1224 29704 3120 214 1234 345 929 903 2352 36 23 142 4386 253 11906 9898 1846 338 692 782 53 134 161 288 24 22 98202
internal_value=0 -9.35662 -400.809 -503.376 -415.546 -876.295 -8372.91 -13840.1 -500.838 10949.9 -1287.11 -2941.72 19499.4 1888.48 -7831.14 -444.909 -1037.31 645.966 3262.6 6343.28 -1332.77 -6174.9 -20601.6 14427.9 591.217 51449.6 -22664.5 -43239 18484.5 -934.748
internal_weight=0 4.14787e+06 218977 217016 215792 166999 7965 4496 159034 1961 3469 3255 1009 952 3262 158689 102841 55848 26144 16246 4340 3320 1474 1020 682 214 468 312 156 102588
internal_count=4318164 4147874 218977 217016 215792 166999 7965 4496 159034 1961 3469 3255 1009 952 3262 158689 102841 55848 26144 16246 4340 3320 1474 1020 682 214 468 312 156 102588
is_linear=0
shrinkage=0.1


Tree=2672
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 1 5 1 6 4 2 0 3 3 2 1 5 5 0 2 3 6 2 4 5 0 3 5 1 5
split_gain=8.78917e+11 5.46974e+12 1.31673e+13 2.41558e+13 2.50689e+13 8.64178e+13 3.91029e+13 5.08934e+13 3.18463e+13 2.38653e+13 2.76682e+13 2.67075e+13 4.90307e+13 3.79475e+13 3.52421e+13 3.15965e+13 3.06446e+13 2.59938e+13 3.55599e+13 2.24131e+13 4.50174e+13 3.67946e+13 2.71335e+13 2.18075e+13 2.14988e+13 4.47226e+13 4.77797e+13 2.76222e+13 7.0919e+13 6.04716e+13
threshold=102.01000000000001 30.346469350000003 30.305955500000003 59.990816400000007 12.500000000000002 30.226173900000003 137.05000000000004 30.278357500000002 1.5000000000000002 1.5000000000000002 6.5000000000000009 59.963407450000012 13.500000000000002 15.500000000000002 13.500000000000002 30.323743050000001 137.05000000000004 128.92000000000004 60.003414000000006 14.500000000000002 24.500000000000004 1.5000000000000002 17.500000000000004 1.5000000000000002 109.05000000000001 59.950068600000009 6.5000000000000009 125.85000000000001 30.315880100000005 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 23 -6 7 8 -7 10 -4 19 16 -14 -15 -16 17 -13 -19 20 24 -21 -23 -2 25 -11 -27 28 29 -26
right_child=1 -3 9 -5 5 6 -8 -9 -10 11 -12 12 13 14 15 -17 -18 18 -20 21 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=7.2407913111151236 -55690.947299107145 -29.994260932972072 84898.162460275431 -10337.471483440322 3167.1236585307815 203612.33733836209 -41198.794252232146 -18474.881009615387 88615.962004153829 -22888.384694710287 -25407.759089949326 15166.740582639177 -91139.935842097359 -27903.697782574774 -30432.396301269531 57093.5826289736 54627.957277279012 -136478.16657366071 6456.6383916440218 46070.807953163807 -148523.68559194714 -1259.9352539062502 -105882.63012695312 527.32497176721404 -54696.12730051289 -44968.869071691181 -239757.79000000001 -25219.895912837659 27765.822895224166 47141.752921875006
leaf_weight=4209727 70 96388 59 1737 1067 29 28 39 142 750 37 604 65 373 64 116 181 28 46 151 26 110 32 4832 262 34 20 590 482 75
leaf_count=4209727 70 96388 59 1737 1067 29 28 39 142 750 37 604 65 373 64 116 181 28 46 151 26 110 32 4832 262 34 20 590 482 75
internal_value=0 -281.101 -2289.87 86.4726 3003.56 15320.7 69807.3 84608.1 108118 -6888.58 42384.4 -8068.48 2618.14 -18862.4 -10366.9 25973.2 18072.2 8313.17 -47626.8 -14302.3 -17705.8 11706 -24836.9 -275.466 -16168.9 -29216.9 -117113 -8723.47 3160.41 -32031.9
internal_weight=0 108437 12049 7944 6207 1305 238 210 171 4105 96 4009 1477 618 553 180 859 678 74 2532 2239 293 142 4902 2213 804 54 1409 819 337
internal_count=4318164 108437 12049 7944 6207 1305 238 210 171 4105 96 4009 1477 618 553 180 859 678 74 2532 2239 293 142 4902 2213 804 54 1409 819 337
is_linear=0
shrinkage=0.1


Tree=2673
num_leaves=31
num_cat=0
split_feature=4 2 5 0 0 5 3 3 3 1 3 0 3 0 5 0 5 5 5 1 1 1 5 1 1 0 5 5 5 4
split_gain=9.30286e+11 4.07626e+12 8.7841e+12 8.54552e+12 1.17262e+13 2.06571e+13 1.36625e+13 1.35514e+13 1.94706e+13 1.29133e+13 2.17973e+13 1.5892e+13 1.81825e+13 1.13456e+13 1.79326e+13 1.56589e+13 2.99171e+13 1.30848e+13 1.24695e+13 1.20644e+13 2.6692e+13 1.44848e+13 9.28794e+12 8.9406e+12 8.20793e+12 8.18825e+12 7.75416e+12 1.92327e+13 1.35912e+13 1.35543e+13
threshold=4.5000000000000009 1.5000000000000002 28.810000000000006 53.516665650000007 45.029420750000007 150.04500000000004 1.5000000000000002 2.5000000000000004 4.5000000000000009 39.726951800000002 6.5000000000000009 43.514103700000014 6.5000000000000009 56.24640500000001 64.805000000000021 56.663136550000011 137.05000000000004 100.05000000000001 83.010000000000005 30.346469350000003 30.362552800000003 30.315880100000005 132.05000000000004 47.282206100000003 41.950906500000009 45.063245200000004 60.905000000000008 81.00500000000001 84.030000000000015 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 25 24 -8 -9 10 -10 12 23 26 -15 16 17 -16 -17 21 -21 22 -20 -11 -4 -6 -5 -28 -29 -30
right_child=1 -3 3 13 5 -7 7 8 9 11 -12 -13 -14 14 15 18 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-2.6822053007650699 -50757.532868303577 107.1208349678366 106677.65717329546 -31438.44259259259 -68223.25294921876 -75625.962923177096 -41009.291922940349 74828.251553415699 103493.03124095776 -64819.65095214844 -11671.575337146578 -91888.633625000017 79403.612760416669 91215.309947620743 -50388.200742187502 -41141.237733085203 -137562.96793478262 34904.973923141893 -15979.910474200582 124938.65475852274 11935.23728541554 -83622.687139423084 54376.114811197913 12556.104408482144 19273.933630952382 -2465.1066110246638 104200.56155133928 -61707.136816406251 26511.209745365435 -41731.883492943547
leaf_weight=4303792 28 12275 22 27 20 48 55 43 27 32 42 25 21 22 35 53 23 37 86 22 419 26 24 28 21 356 28 20 476 31
leaf_count=4303792 28 12275 22 27 20 48 55 43 27 32 42 25 21 22 35 53 23 37 86 22 419 26 24 28 21 356 28 20 476 31
internal_value=0 803.204 4877.79 5630.71 -2981.91 -13849.3 11599.6 3347.3 14538.2 -275.955 33392.8 -22192.4 -681.26 10426.3 2270.79 -428.217 -38274.2 -6556.99 5278.72 9542.6 17572.6 -16495.8 -629.505 -28711 63992.1 -5962.88 20894 23439.9 19149 22338.6
internal_weight=0 14372 2097 2069 740 424 316 273 218 175 69 106 81 1329 747 725 95 72 630 577 441 136 110 60 43 376 582 555 527 507
internal_count=4318164 14372 2097 2069 740 424 316 273 218 175 69 106 81 1329 747 725 95 72 630 577 441 136 110 60 43 376 582 555 527 507
is_linear=0
shrinkage=0.1


Tree=2674
num_leaves=31
num_cat=0
split_feature=1 0 1 3 1 5 5 5 3 3 3 5 4 5 5 1 0 3 3 5 1 0 3 5 0 5 5 3 4 0
split_gain=8.49805e+11 7.01527e+12 1.37101e+13 1.66808e+13 1.78372e+13 1.36008e+13 1.29283e+13 1.07362e+13 8.692e+12 8.05818e+12 1.24944e+13 9.5196e+12 7.78058e+12 8.50569e+12 6.81251e+12 6.43043e+12 4.25269e+13 1.03919e+14 4.83195e+13 3.44326e+13 2.44211e+13 6.99443e+13 5.09187e+13 3.16282e+13 3.0678e+13 2.82276e+13 2.53081e+13 6.00312e+13 7.59289e+13 2.38238e+13
threshold=38.781124500000011 63.563300600000012 33.101335500000005 8.5000000000000018 34.359746700000009 87.395000000000024 60.310000000000009 67.990000000000023 2.5000000000000004 4.5000000000000009 3.5000000000000004 47.005000000000003 2.5000000000000004 41.005000000000003 63.005000000000003 39.041623000000008 45.112033650000008 24.500000000000004 3.5000000000000004 59.810000000000009 38.92948375000001 45.133160800000006 6.5000000000000009 53.995000000000012 54.736324100000012 74.610000000000014 79.730000000000018 8.5000000000000018 3.5000000000000004 55.657530000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 9 -5 -4 -6 10 12 -11 13 -3 -14 16 -2 18 -18 -19 21 22 -20 -22 25 -23 -26 -28 29 -29
right_child=15 2 3 6 8 -7 -8 -9 -10 11 -12 -13 14 -15 -16 -17 17 19 20 -21 23 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=75.714832581971734 88.403240877768383 -24598.496737557871 -28072.073465413414 2167.6856416868936 29341.845019531251 79358.450000000012 78799.506040736611 -88018.952868652355 -10413.098120292289 -8474.3061646468996 -79084.669396551733 17066.387404995134 -78356.328273809529 50103.911741071432 3193.0912109375004 19.851206491231579 3134.047814078524 61708.859056627429 48020.600729314632 210231.22236689815 -4091.0209387856653 -8897.9768493628308 7154.7269980992442 -11277.519364508094 -1744.1128690861076 -41186.815833179375 -12115.395244958559 72826.300909090904 -23726.492085560581 166776.58315153304
leaf_weight=1303739 250333 27 450 103 71 23 28 32 244 254 29 343 21 35 20 2707521 10046 37 440 27 20363 3174 993 8758 10395 296 197 55 57 53
leaf_count=1303739 250333 27 450 103 71 23 28 32 244 254 29 343 21 35 20 2707521 10046 37 440 27 20363 3174 993 8758 10395 296 197 55 57 53
internal_value=0 67.3932 -6390.45 -14522.5 -19958 3644.87 18547 -32051.9 -1452.46 1256.1 -21103 6199.83 -4778.09 17572.2 -38576.1 -29.2014 -464.328 -2985.08 -3133.74 124367 -4539.83 -1355.32 19702.5 -6252.33 -3476.35 -11652.3 -838.951 25153.2 69649.7 118932
internal_weight=0 1.30542e+06 1680 928 797 752 131 482 315 729 132 597 103 62 41 3.01274e+06 305224 54891 54827 64 44781 15660 1433 29121 14227 3470 10757 362 165 108
internal_count=4318164 1305419 1680 928 797 752 131 482 315 729 132 597 103 62 41 3012745 305224 54891 54827 64 44781 15660 1433 29121 14227 3470 10757 362 165 108
is_linear=0
shrinkage=0.1


Tree=2675
num_leaves=31
num_cat=0
split_feature=3 2 1 5 1 5 5 1 1 5 1 1 5 0 0 6 1 6 1 1 3 5 1 5 0 5 5 0 5 1
split_gain=8.83735e+11 6.4406e+12 2.26251e+13 2.2552e+13 2.07358e+13 2.30422e+13 1.96721e+13 2.23389e+13 2.01492e+13 1.99113e+13 2.42195e+13 2.4767e+13 3.44752e+13 2.95165e+13 2.19524e+13 2.07997e+13 2.28781e+13 1.97535e+13 2.46813e+13 3.66642e+13 2.4043e+13 2.12491e+13 2.14655e+13 1.73363e+13 1.6708e+13 1.44081e+13 1.41979e+13 2.41811e+13 2.1095e+13 1.68921e+13
threshold=18.500000000000004 1.5000000000000002 30.243224600000001 77.715000000000018 30.259484550000003 62.385000000000012 75.015000000000015 37.777459000000007 38.969379750000009 79.010000000000005 37.559851850000008 37.362912300000012 88.015000000000015 59.932719750000011 55.576287050000012 1.5000000000000002 37.328003200000005 1.5000000000000002 37.777459000000007 37.533784800000006 19.500000000000004 67.520000000000024 37.582182450000005 82.00500000000001 55.68356880000001 72.010000000000005 52.020000000000003 53.145783300000012 51.405000000000008 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 17 9 24 15 11 13 -13 -11 -12 -8 -17 18 19 25 -20 22 -21 -15 -9 -6 28 -28 -19 -29
right_child=1 -3 4 -5 6 -7 7 8 -10 10 14 12 -14 23 -16 16 -18 26 20 21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=18.184168746190682 -16070.649929735138 -151.84892839090944 22944.722639339918 -125448.65898437501 5806.6403705959538 126844.21515625001 19239.127893518522 -94400.57416130515 12884.402404407161 93190.704464285722 8033.9592631022142 -156565.98677734376 22952.284035326087 36049.240031550486 134552.48122558594 209144.86312500003 61367.383380681829 -1527.2573827233216 17455.969418500328 126157.4138203125 -5251.1413744906331 125424.51697916666 29530.505088752801 -81811.896549479163 7988.1717773437504 91486.470449218759 16996.874242531576 -91448.579285386033 73648.500940583879 -19388.911297064347
leaf_weight=3717520 328 592114 146 20 1052 25 27 34 549 42 24 20 23 26 32 20 22 2108 609 25 1990 30 286 24 30 20 193 34 38 753
leaf_count=3717520 328 592114 146 20 1052 25 27 34 549 42 24 20 23 26 32 20 22 2108 609 25 1990 30 286 24 30 20 193 34 38 753
internal_value=0 -112.546 2615.69 -22356.7 3677.83 38134.7 2942.33 17112.1 6694.23 41674.3 25041.3 2106.57 -60544.6 31389.2 80330.3 87716.5 131738 1209.32 5852.85 16490.2 69.6091 45051 37297.9 -20524.1 -46405.8 7405.14 -4750.33 -14723.2 -196.093 -22502
internal_weight=0 600644 8530 348 8182 171 8011 873 613 260 191 135 43 92 56 69 42 7138 4012 1413 2599 341 311 50 64 1072 3126 980 2146 787
internal_count=4318164 600644 8530 348 8182 171 8011 873 613 260 191 135 43 92 56 69 42 7138 4012 1413 2599 341 311 50 64 1072 3126 980 2146 787
is_linear=0
shrinkage=0.1


Tree=2676
num_leaves=31
num_cat=0
split_feature=0 1 5 1 0 2 5 3 5 5 3 3 0 0 5 5 5 4 5 4 3 5 5 5 1 3 1 5 2 5
split_gain=8.65111e+11 8.23917e+12 1.42314e+13 1.26902e+13 1.85971e+13 1.39669e+13 1.20785e+13 1.124e+13 8.79248e+12 1.28378e+13 8.98301e+12 9.58232e+12 8.7104e+12 1.75837e+13 9.37206e+12 7.57065e+12 7.11992e+12 6.90242e+12 1.27639e+13 2.00375e+13 1.46573e+13 1.26405e+13 6.38849e+12 8.26403e+12 6.35407e+12 7.38579e+12 7.30531e+12 6.30505e+12 6.13456e+12 5.93218e+12
threshold=60.693675950000006 33.101335500000005 125.85000000000001 30.102666750000001 63.563300600000012 5.5000000000000009 79.730000000000018 2.5000000000000004 112.04500000000002 81.00500000000001 7.5000000000000009 4.5000000000000009 61.785186750000001 61.674413550000004 45.305000000000007 50.005000000000003 46.405000000000008 2.5000000000000004 45.610000000000007 1.5000000000000002 6.5000000000000009 52.990000000000002 55.005000000000003 63.855000000000011 30.578016350000002 5.5000000000000009 30.160599000000001 46.810000000000009 1.5000000000000002 62.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 8 7 -5 9 17 11 -11 13 14 -9 -7 -15 18 -2 -20 -21 -22 -17 -24 26 -26 -16 -6 -29 -30
right_child=1 -3 -4 4 27 15 -8 12 -10 10 -12 -13 -14 16 24 22 -18 -19 19 20 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-5.2945188697923138 11915.575728928954 683.69846201058681 -79348.555703125006 1281.562364916339 -8549.4130368952156 788.80706641787583 -81900.467034040194 -13771.609894479116 65622.491536458343 -6358.926212284483 14679.125535534273 -81856.139970703123 -45287.043565940861 -16460.588038126629 -38511.845126638109 -79226.368830818974 18415.190369547527 19273.997472130195 -79327.418976151326 -10982.891944388059 -13620.149269701087 82367.55473345588 21067.625434027781 -44902.124337768561 -17171.762174173993 -73406.170150862061 -92526.968526785728 -12256.590512952303 7624.3336113763817 35067.537822690218
leaf_weight=4258578 671 55823 25 299 285 84 28 240 24 29 31 40 128 96 62 29 150 349 38 356 23 34 27 64 120 29 42 95 250 115
leaf_count=4258578 671 55823 25 299 285 84 28 240 24 29 31 40 128 96 62 29 150 349 38 356 23 34 27 64 120 29 42 95 250 115
internal_value=0 378.396 -4150.68 -3647.75 -9260.06 2401.32 -16995.9 -15437.3 5552.47 4634.79 -30036 -50125.4 -21203.1 -17031.6 -27927.9 -22236.3 4805.13 6991.75 3171.33 -9838.4 -3444.74 43635.7 -38354 -25328.7 -41356.7 -28116.7 -60325.6 3138.11 10379.3 16270.8
internal_weight=0 59586 3763 3738 1939 1799 1194 1166 1595 1571 100 69 867 739 493 204 246 1471 1122 451 413 57 120 91 253 149 104 745 460 365
internal_count=4318164 59586 3763 3738 1939 1799 1194 1166 1595 1571 100 69 867 739 493 204 246 1471 1122 451 413 57 120 91 253 149 104 745 460 365
is_linear=0
shrinkage=0.1


Tree=2677
num_leaves=31
num_cat=0
split_feature=0 0 5 3 4 1 0 5 5 4 3 2 2 1 1 1 6 1 1 5 5 5 2 5 0 1 2 5 2 6
split_gain=8.79053e+11 1.13955e+13 1.80647e+13 2.6342e+13 1.58002e+13 1.4984e+13 3.68931e+13 1.43269e+13 4.34485e+13 2.10947e+13 2.04631e+13 2.03247e+13 1.7332e+13 2.55186e+13 6.35002e+13 1.57309e+13 2.05217e+13 1.53993e+13 2.98984e+13 6.51115e+13 2.48031e+13 2.22089e+13 1.70448e+13 1.60038e+13 1.72406e+13 4.02623e+13 1.60686e+13 1.46089e+13 1.84346e+13 2.26558e+13
threshold=54.942865800000007 54.947737500000009 87.395000000000024 8.5000000000000018 1.0000000180025095e-35 82.966612450000014 54.945614000000006 87.00500000000001 73.405000000000015 2.5000000000000004 10.500000000000002 2.5000000000000004 1.5000000000000002 82.968597500000016 82.970752000000019 82.967723800000016 1.5000000000000002 82.967723800000016 82.966612450000014 60.610000000000007 41.810000000000009 31.415000000000003 2.5000000000000004 39.995000000000012 54.945175000000006 82.97193200000001 1.5000000000000002 86.810000000000016 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 -7 8 9 17 15 -11 -10 -14 -15 16 -9 18 21 -20 23 -6 -23 -19 -25 26 -26 -16 29 -29
right_child=1 -3 3 5 7 6 -8 10 12 11 -12 -13 13 14 27 -17 -18 20 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=66.423217837079434 1319.2475677690572 15.720256582665295 -122462.14248046876 -18195.540159950218 17736.942038627294 45343.955617200612 -10393.823358289932 951.73859597168621 -23009.683947859143 13133.558482885903 -76052.495454545468 1190.1018652468699 -15239.136739233996 34470.719619103635 -35898.999750733776 6723.6849338736547 -20470.878808665981 -4082.3481396957377 3072.9682104957901 43905.542452768183 -6171.8035931946124 1451.8325891299316 -2588.2684317931253 -7231.6280198911518 -8840.9995530523265 34.497136323883879 20242.230184442858 -194.85279573846273 33592.340441228698 -30813.207910440964
leaf_weight=1363348 29781 2798789 21 929 598 149 585 3789 928 1671 33 9672 2174 429 181 4874 507 7923 6376 416 16124 13673 44199 1683 215 6194 1632 818 110 343
leaf_count=1363348 29781 2798789 21 929 598 149 585 3789 928 1671 33 9672 2174 429 181 4874 507 7923 6376 416 16124 13673 44199 1683 215 6194 1632 818 110 343
internal_value=0 -30.6476 -862.387 -11163.6 -749.993 -9758.14 920.794 -1244.72 -1547.63 -1135.28 2552.31 2949.56 -10681.5 -7860.13 668.292 2835.18 -1576.49 -1603.15 -706.128 5573.9 -3336.63 -1435.63 -1633.74 -746.138 1972.17 3898.54 16856.8 -9318.79 -5533.57 -9240.59
internal_weight=0 2.95482e+06 156027 1684 154343 1663 734 124562 115359 110376 9203 11343 4983 4055 1881 9170 4296 99033 65262 6792 33771 58470 57872 17647 9724 8041 1847 1452 1271 1161
internal_count=4318164 2954816 156027 1684 154343 1663 734 124562 115359 110376 9203 11343 4983 4055 1881 9170 4296 99033 65262 6792 33771 58470 57872 17647 9724 8041 1847 1452 1271 1161
is_linear=0
shrinkage=0.1


Tree=2678
num_leaves=31
num_cat=0
split_feature=2 0 0 1 3 1 0 5 5 3 3 0 1 6 5 5 5 4 5 5 1 0 5 5 5 3 0 1 3 2
split_gain=9.50725e+11 8.20431e+12 2.3367e+13 6.50598e+13 5.92836e+13 5.25549e+13 8.42357e+13 4.78467e+13 6.65018e+13 4.76059e+13 4.60184e+13 5.366e+13 5.7024e+13 6.95457e+13 4.58626e+13 4.37441e+13 4.34458e+13 5.48242e+13 4.14044e+13 6.19505e+13 4.12032e+13 3.8301e+13 4.21157e+13 9.6828e+13 3.95694e+13 3.92321e+13 8.20863e+13 1.65036e+14 1.2868e+14 6.32964e+13
threshold=5.5000000000000009 60.017447350000005 59.950068600000009 30.434657650000002 14.500000000000002 30.332994000000003 59.982527000000012 57.705000000000005 76.00500000000001 7.5000000000000009 16.500000000000004 59.982527000000012 30.226173900000003 1.5000000000000002 114.05000000000001 65.905000000000015 80.00500000000001 3.5000000000000004 53.705000000000005 101.05000000000001 30.410108300000001 59.982527000000012 103.45000000000002 107.05000000000001 29.050000000000004 9.5000000000000018 59.963407450000012 30.243224600000001 11.500000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 10 7 -7 15 14 21 12 -12 -14 16 -9 -10 -18 -15 -20 -11 22 24 -24 -4 -26 27 28 -27 -28
right_child=-2 -3 3 4 -6 6 -8 8 9 20 11 -13 13 18 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-33.083753852013217 54.505461258613458 952.87508784982481 -24680.603196518845 16365.344857556554 -11593.862796414871 -9543.8678248804335 -923.05092234876292 -28743.997030911207 15371.502901785714 10761.839791342145 38400.113879536773 -7413.9253417879409 11133.58309375 -30543.739885602678 27480.796093750003 -65544.941456221757 -106545.82327455358 -13429.727649788905 -173832.8600406569 -18843.724988839287 -41513.967498944257 -2935.843889461928 -95570.648756612951 -404.38512446838018 15895.081068964835 124462.06806192662 30110.400183806174 -50808.75119819527 -7727.7986823397068 -10632.496260980413
leaf_weight=2359704 1838026 80461 340 3081 1006 4428 7420 944 70 815 59 2775 75 56 84 491 175 99 98 35 185 9816 127 676 4504 109 993 666 227 619
leaf_count=2359704 1838026 80461 340 3081 1006 4428 7420 944 70 815 59 2775 75 56 84 491 175 99 98 35 185 9816 127 676 4504 109 993 666 227 619
internal_value=0 -40.3939 -73.6981 -2471.26 9483.29 -3832.75 -8424.04 -16057.7 -26132.3 -10854.2 -643.023 -11904 -50479.8 -70343.1 -38763.2 -41335.8 -54939.1 -72901.7 -102675 -133046 1090.82 1286.86 6304.42 -15455.6 8647.32 10239.3 494.124 -21982.5 35155.2 14465.3
internal_weight=0 2.48014e+06 2.39968e+06 39973 4087 35886 14711 7291 2863 1428 21175 3098 323 264 428 1435 344 274 189 133 1000 18077 8261 803 7458 7118 2614 1002 336 1612
internal_count=4318164 2480138 2399677 39973 4087 35886 14711 7291 2863 1428 21175 3098 323 264 428 1435 344 274 189 133 1000 18077 8261 803 7458 7118 2614 1002 336 1612
is_linear=0
shrinkage=0.1


Tree=2679
num_leaves=31
num_cat=0
split_feature=3 5 1 0 0 0 3 1 1 0 1 1 1 5 0 1 2 1 3 0 3 2 1 1 2 5 0 5 0 1
split_gain=9.41079e+11 6.6188e+12 1.32723e+13 2.37292e+13 5.22718e+13 5.70671e+13 4.36291e+13 5.50586e+13 4.39639e+13 3.06016e+13 3.7764e+13 4.77046e+13 3.92249e+13 4.1438e+13 3.8583e+13 4.82804e+13 3.15907e+13 3.0927e+13 3.04028e+13 4.05492e+13 3.84543e+13 2.89977e+13 2.61997e+13 9.97228e+13 2.53329e+13 3.4893e+13 3.80254e+13 4.71639e+13 3.08121e+13 2.85201e+13
threshold=9.5000000000000018 81.910000000000011 52.395917250000004 50.565831500000009 54.648549400000007 54.484631300000011 7.5000000000000009 50.227799100000006 36.546174950000008 45.070824200000011 39.027779200000005 39.047276750000002 39.032393150000004 93.00500000000001 45.063245200000004 39.016372550000007 6.5000000000000009 44.005491150000005 7.5000000000000009 47.425481600000005 4.5000000000000009 7.5000000000000009 39.753614400000011 39.726951800000002 3.5000000000000004 92.035000000000011 45.055827000000008 225.45000000000002 45.053747000000008 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 7 8 -5 10 14 12 16 -14 15 24 -12 -11 19 -19 -21 -16 23 -7 -3 -26 27 28 -27 -28
right_child=-2 2 -4 4 -6 22 -8 -9 -10 17 11 -13 13 -15 21 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-99.697016139295457 42.137006299073875 -3357.7573561931504 -872.53661547090894 -61145.703218005947 1554.3240763193135 37448.468201421696 -1027.6531236792023 -37680.815451645714 23477.691015181063 -7580.08356491622 44098.826973839961 -1028.3742399590924 -16971.956077575684 -123507.1316038603 24050.961386701398 39252.465867084706 -70355.508819901312 13480.059671898711 -18498.576495434867 13411.644511718752 141317.66328810307 103156.23159277345 -47864.490781586748 220430.78115234376 25390.959807060506 -5699.1889934657656 -8873.0285240436424 106248.12774757179 -102202.49887408089 79270.402820312505
leaf_weight=1816182 2379540 3226 38668 63 49130 430 2433 169 2406 7928 66 13684 64 85 633 380 38 278 166 40 57 50 29 32 928 1230 58 37 34 100
leaf_count=1816182 2379540 3226 38668 63 49130 430 2433 169 2406 7928 66 13684 64 85 633 380 38 278 166 40 57 50 29 32 928 1230 58 37 34 100
internal_value=0 -51.7205 659.914 1367.26 2594.52 11782.7 8630.8 17538.7 21318.4 -940.747 1138.5 -1823.89 -44851 -77747.1 7322.86 4756.44 2278.97 -6001.49 17131.7 32904.1 88572.9 29842 44335.1 50122.6 2421.06 10231 588.552 -5037.44 -8295.01 46914
internal_weight=0 1.93862e+06 122442 83774 54692 5562 5071 2638 2469 29082 20613 13937 253 149 6676 5993 104 8469 541 375 97 683 491 462 5613 2387 1459 1301 1264 158
internal_count=4318164 1938624 122442 83774 54692 5562 5071 2638 2469 29082 20613 13937 253 149 6676 5993 104 8469 541 375 97 683 491 462 5613 2387 1459 1301 1264 158
is_linear=0
shrinkage=0.1


Tree=2680
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 5 0 5 0 3 5 1 5 3 5 1 3 0 5 5 0 3 3 6 6 2 5 4 5
split_gain=9.54425e+11 9.92107e+12 5.00185e+13 5.01541e+13 4.63007e+13 3.16723e+13 5.81442e+13 2.60584e+13 7.83811e+13 4.03137e+13 9.93084e+13 5.03786e+13 3.86791e+13 2.60366e+13 2.49546e+13 5.52354e+13 2.4088e+13 2.63088e+13 2.28321e+13 3.46316e+13 2.14726e+13 5.69094e+13 2.05723e+13 5.58112e+13 2.04186e+13 1.93383e+13 1.82183e+13 1.8067e+13 1.73468e+13 1.57468e+13
threshold=61.284352600000013 61.396377350000009 55.120365700000008 55.160271200000004 10.500000000000002 61.365473900000005 95.020000000000024 55.193434200000006 123.15000000000002 55.183525900000006 17.500000000000004 92.035000000000011 61.365473900000005 74.610000000000014 19.500000000000004 57.995000000000012 61.310823700000007 15.500000000000002 55.173809400000003 142.05000000000004 87.395000000000024 55.099723300000008 2.5000000000000004 8.5000000000000018 1.5000000000000002 1.5000000000000002 3.5000000000000004 38.010000000000012 4.5000000000000009 77.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 5 18 6 16 9 13 12 11 -11 14 -9 -6 25 17 -4 -5 27 -2 -22 -8 -24 -17 -16 -23 -20 -14 -12
right_child=1 -3 3 4 7 -7 22 8 -10 10 29 -13 28 -15 15 24 -18 -19 19 -21 21 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-30.884425310276381 -9586.9288779658964 16.247775395908388 18123.191089738259 11572.789506046889 -2722.1726398236328 7410.5376397037244 1740.6974095394737 -11425.162049211005 172665.12329545454 15900.119121130883 63493.845104631706 -44177.118462685037 14831.43379380738 -38646.101081217814 755.5713827549132 -31306.499514841482 30452.936085827452 -32097.821173199151 -1992.6583370351623 -66365.054616237336 -203393.04479166667 60825.400554865053 194983.24444444446 58060.150277071225 -72219.938754288611 -25472.058723034905 -59852.752720905177 3521.4672062205341 -79346.03514404298 127937.60015024038
leaf_weight=3016415 3019 1251500 254 2684 2091 3939 38 1699 22 526 140 190 885 443 885 344 457 177 7956 74 21 22 36 172 189 412 29 23473 20 52
leaf_count=3016415 3019 1251500 254 2684 2091 3939 38 1699 22 526 140 190 885 443 885 344 457 177 7956 74 21 22 36 172 189 412 29 23473 20 52
internal_value=0 71.5654 1449.31 2257.05 1124.79 11650.1 26376.4 -5776.05 -15126.1 -2247.34 17083.4 -42.1646 -5884.37 -17054.9 -10185.4 -18713 14458.3 -2501.22 2719.05 1964.73 -10874.1 -64844.8 69397.9 81758.4 -45814.3 -7575.8 -7795.51 2125.61 12750.2 80947.4
internal_weight=0 1.30175e+06 50249 47158 42085 5073 1134 7898 2164 5734 908 716 4826 2142 3921 1830 888 431 34187 31503 3091 72 246 208 533 1297 51 31429 905 192
internal_count=4318164 1301749 50249 47158 42085 5073 1134 7898 2164 5734 908 716 4826 2142 3921 1830 888 431 34187 31503 3091 72 246 208 533 1297 51 31429 905 192
is_linear=0
shrinkage=0.1


Tree=2681
num_leaves=31
num_cat=0
split_feature=5 3 5 1 5 0 0 1 3 0 0 5 1 1 0 1 1 5 1 5 0 5 0 5 2 1 0 1 1 5
split_gain=9.50073e+11 4.80144e+12 5.81956e+12 8.47837e+12 7.86166e+12 9.83444e+12 1.82133e+13 1.15668e+13 9.72364e+12 1.05013e+13 1.66641e+13 8.32783e+12 8.18116e+12 1.19695e+13 8.08004e+12 7.70383e+12 1.12065e+13 1.06236e+13 1.01757e+13 1.23209e+13 1.48776e+13 1.35988e+13 1.23609e+13 1.04773e+13 7.33452e+12 2.80132e+13 2.48825e+13 1.87452e+13 9.77794e+12 3.86666e+13
threshold=102.01000000000001 2.5000000000000004 114.05000000000001 30.410108300000001 110.05000000000001 44.874285750000006 45.067452850000002 42.09605220000001 1.5000000000000002 56.143542450000005 55.74310830000001 109.05000000000001 39.826386800000009 39.899261850000009 45.022371150000005 35.911716050000003 37.328003200000005 132.05000000000004 38.969379750000009 177.02500000000003 55.601678500000013 142.05000000000004 53.973051950000006 225.45000000000002 1.5000000000000002 83.140147550000009 53.310923100000004 82.991167100000027 39.826386800000009 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 14 -2 -8 10 -10 12 -11 -14 -7 -5 17 -17 19 21 23 -18 -23 -21 -20 27 -27 28 29 -26
right_child=1 -3 3 15 -6 6 8 -9 9 11 -12 -13 13 -15 -16 16 18 -19 24 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=7.5281976760625513 83266.466153492656 -397.20964010761884 -25970.403340883611 43259.90242866848 34527.680586975584 -14342.339218749999 34454.223384804303 3933.6070898437501 -3944.8446376397355 76844.396443965525 -89421.447328404029 -28121.711666666666 -47863.623615056822 39188.59892926897 -101250.80383831523 9760.5317812499998 23173.021020198776 -75094.909418402778 6995.3839414421345 73633.220758928568 123741.49816576087 6040.4621527777781 -97682.904453125011 -26258.400192987348 -10268.88256869535 -5249.9363511029414 116645.59164299244 -99776.482031250009 -19417.653084869758 101598.95970323352
leaf_weight=4209727 34 105805 108 46 127 20 101 40 123 29 28 30 22 56 23 25 158 36 762 21 23 27 20 21 218 34 33 24 407 36
leaf_count=4209727 34 105805 108 46 127 20 101 40 123 29 28 30 22 56 23 25 158 36 762 21 23 27 20 21 218 34 33 24 407 36
internal_value=0 -292.259 3926.72 1280.67 12282.9 6699.7 929.729 40383.8 7756.45 -1606.31 -19794.8 18440.9 31495.8 14635.4 -60828.3 2837.05 1829.22 -40318.1 3270.35 21154.4 59091.2 9125.72 -38097.1 23687.4 80.9875 -6925.36 54788.2 -12961.6 -9809.44 5586.4
internal_weight=0 108437 2632 1999 633 506 432 74 389 288 151 137 107 78 43 1891 1845 61 1784 270 65 205 47 42 1514 752 67 685 661 254
internal_count=4318164 108437 2632 1999 633 506 432 74 389 288 151 137 107 78 43 1891 1845 61 1784 270 65 205 47 42 1514 752 67 685 661 254
is_linear=0
shrinkage=0.1


Tree=2682
num_leaves=31
num_cat=0
split_feature=5 3 2 1 3 1 2 4 3 1 1 1 1 0 0 0 2 1 5 2 5 1 0 5 0 2 4 0 0 0
split_gain=8.78773e+11 5.07769e+12 2.64572e+13 2.18059e+13 2.0575e+13 3.30223e+13 2.28135e+13 1.55939e+13 1.916e+13 1.90795e+13 1.50544e+13 4.03084e+13 3.33088e+13 3.01005e+13 3.00269e+13 2.71916e+13 4.11389e+13 2.7899e+13 5.37995e+13 3.31934e+13 3.17551e+13 2.21776e+13 2.13925e+13 2.28694e+13 1.93093e+13 1.86997e+13 1.4831e+13 3.70795e+13 3.3549e+13 3.76525e+13
threshold=142.05000000000004 11.500000000000002 10.500000000000002 39.041623000000008 12.500000000000002 30.370618100000005 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 39.488326500000007 83.093115700000013 82.902675200000019 65.58467570000002 56.838612000000005 57.057093650000006 55.173809400000003 2.5000000000000004 38.969379750000009 177.02500000000003 7.5000000000000009 177.02500000000003 47.282206100000003 55.657530000000008 150.04500000000004 45.022371150000005 4.5000000000000009 4.5000000000000009 43.592450450000008 55.899899800000007 55.826364100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -3 -6 8 9 -2 11 12 13 15 -14 16 -7 20 19 -19 -18 -21 -17 -24 -20 -15 28 -28 29 -8
right_child=1 4 3 -5 6 10 26 -9 -10 -11 -12 -13 14 25 -16 22 17 18 24 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=3.1317249622968122 42972.097929687501 -91646.948677884619 22196.897619047621 -99597.779153380106 -53567.607179588609 -51809.609483924287 1674.8875200318755 -1858.3642944433993 39480.49872721354 -84910.212053571435 -45647.031458333338 148689.93894230769 16745.378668478264 149595.92572115385 -148644.16309523812 -121585.80098586311 168878.6053940717 51309.523505704368 181855.31643880208 -16137.123341346154 35004.769995777031 -136556.20156250001 -80520.05892187501 41402.44321533203 53633.424864130437 51975.907673339847 -114468.20728759766 10790.089002333392 -16179.343367307645 88298.884926470593
leaf_weight=4297453 20 26 21 49 79 52 3115 13694 180 28 30 26 23 26 21 21 34 63 24 65 37 20 25 40 23 80 24 1546 1268 51
leaf_count=4297453 20 26 21 49 79 52 3115 13694 180 28 30 26 23 26 21 21 34 63 24 65 37 20 25 40 23 80 24 1546 1268 51
internal_value=0 -649.821 -1734.86 -63059.4 1609.72 18723.6 -179.597 -1426.52 24510.7 -31625.9 23427.9 27000.7 21289.7 28491.9 -62190.5 16047.8 29539.3 45442.1 25900.3 -3699.57 99113.4 -44471 -33839.6 -5490.83 119108 75920.4 522.877 8875.31 -2434.57 3070.28
internal_weight=0 20711 13992 70 6719 636 6083 13922 228 48 610 580 554 510 44 404 318 266 195 148 71 85 86 65 47 106 6004 1570 4434 3166
internal_count=4318164 20711 13992 70 6719 636 6083 13922 228 48 610 580 554 510 44 404 318 266 195 148 71 85 86 65 47 106 6004 1570 4434 3166
is_linear=0
shrinkage=0.1


Tree=2683
num_leaves=31
num_cat=0
split_feature=0 1 3 4 0 5 1 5 5 5 5 5 5 4 6 1 5 5 1 2 1 5 5 1 3 3 6 3 4 2
split_gain=8.80838e+11 2.79122e+12 2.59557e+12 1.41759e+13 1.10277e+13 7.21007e+12 3.58416e+13 1.07994e+13 6.94946e+12 6.37532e+12 1.09296e+13 9.88162e+12 1.01995e+13 4.75822e+12 4.15732e+12 5.72239e+12 5.134e+12 4.16198e+12 5.69726e+12 5.2143e+12 3.5351e+12 1.10856e+13 1.88196e+13 1.37868e+13 3.62237e+13 3.59156e+13 1.37255e+13 1.06224e+13 9.00177e+12 1.09507e+13
threshold=43.056445700000005 114.17164950000002 3.5000000000000004 4.5000000000000009 42.966471700000007 132.05000000000004 47.473138800000008 80.815000000000012 56.205000000000005 91.050000000000011 95.020000000000024 98.020000000000024 105.35000000000001 3.5000000000000004 1.5000000000000002 47.854228500000012 66.990000000000023 64.020000000000024 47.554129950000011 1.5000000000000002 47.473138800000008 150.04500000000004 161.85000000000002 46.037218400000008 6.5000000000000009 7.5000000000000009 1.5000000000000002 15.500000000000002 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 8 -1 -9 -11 -12 -13 -14 16 17 -10 19 -19 -16 21 27 -23 25 -25 -24 -27 28 -4 -30
right_child=-2 -3 20 4 -6 6 -8 9 14 10 11 12 13 -15 15 -17 -18 18 -20 -21 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=92.153399062419325 -3.9154689564543683 -31618.054937065976 -510.54815394267473 110435.46653053978 11404.103566576086 145997.42953125 -18656.538020833334 -39972.955694469776 -41361.949060997598 54898.872937500004 -81957.373750000013 24575.859722268993 -51493.977026909728 3641.9899820963542 18086.440334109044 -7355.0802539062497 14928.098203863099 9268.9301348124482 57795.180290274788 63258.910213797441 1106.718883710342 -96515.930443548394 -40346.959393028847 30482.521546519885 -153133.00461309525 134722.4861607143 25058.779593750001 -24271.842236847573 -21493.574687500004 69518.707722355772
leaf_weight=817 4285952 27 9823 22 23 20 39 83 26 25 20 58 45 24 47 60 43 146 29 56 20347 31 65 22 21 21 25 188 20 39
leaf_count=817 4285952 27 9823 22 23 20 39 83 26 25 20 58 45 24 47 60 43 146 29 56 20347 31 65 22 21 21 25 188 20 39
internal_value=0 520.971 547.932 4496.36 59819.4 2877.67 37158.4 1510.15 5410.43 -17211.2 -6227.31 -16622.9 -6334.03 -32316.2 16086.2 20652.6 -6282.64 26697.4 17310.4 42646.2 343.686 -1170.25 -25427.5 -11117.5 -59190.2 7505.31 75122.6 -724.614 -276.64 38667.1
internal_weight=0 32212 32185 1583 45 1538 59 1479 1224 255 172 147 127 69 407 338 69 278 175 103 30602 10255 185 154 43 111 46 10070 9882 59
internal_count=4318164 32212 32185 1583 45 1538 59 1479 1224 255 172 147 127 69 407 338 69 278 175 103 30602 10255 185 154 43 111 46 10070 9882 59
is_linear=0
shrinkage=0.1


Tree=2684
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 5 3 3 0 6 6 5 5 3 3 6 3 3 5 3 3 0 5 5 5 2 2 4 3
split_gain=8.73101e+11 3.37475e+13 4.18025e+13 1.67486e+14 5.99784e+13 8.97986e+13 8.2488e+13 6.65515e+13 4.22723e+13 4.3299e+13 1.07159e+14 5.95667e+13 7.08145e+13 3.8189e+13 3.68279e+13 7.13732e+13 4.09293e+13 3.46993e+13 4.0384e+13 9.57206e+13 3.28199e+13 6.17881e+13 1.00384e+14 3.65862e+13 3.01663e+13 3.79334e+13 2.9373e+13 2.91431e+13 2.83586e+13 4.45949e+13
threshold=65.551978750000004 65.565203050000022 57.157092150000004 57.147575200000006 11.500000000000002 16.500000000000004 86.02500000000002 13.500000000000002 9.5000000000000018 57.117834900000013 1.5000000000000002 1.5000000000000002 67.990000000000023 120.05000000000001 19.500000000000004 16.500000000000004 1.5000000000000002 15.500000000000002 9.5000000000000018 114.05000000000001 14.500000000000002 15.500000000000002 57.131524800000008 161.85000000000002 132.05000000000004 161.85000000000002 7.5000000000000009 5.5000000000000009 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 24 6 7 -6 9 11 -11 -2 -13 -14 15 16 28 18 -18 -20 23 22 -22 -10 -5 -26 -24 -8 -4 -30
right_child=1 -3 14 4 5 -7 27 -9 20 10 -12 12 13 -15 -16 -17 17 -19 19 -21 21 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=-27.155903231356536 -38744.370643028844 10.222325973568793 1222.6702270447433 31890.732569426007 -49249.700182291672 45372.16217969812 301727.95048076927 139149.23023437499 -5728.7714059213795 201739.43081896554 7466.2361179185718 -8428.1705226210306 148896.01072048611 22979.128830645161 -17105.720378031936 25661.958110098811 -11487.936543800517 -23653.463158030052 6696.8815783980135 226666.9700683594 5595.5855503878156 3760.7616504991706 53563.151983173077 -120557.3877232143 -151823.33718377977 10379.893070652175 180498.43429815574 166387.82802972561 -54219.053635817312 60942.840247182379
leaf_weight=3164132 52 1137976 308 412 30 391 26 50 3072 29 1355 61 108 31 1170 1077 1982 876 1818 20 139 2543 26 28 21 46 61 41 39 244
leaf_count=3164132 52 1137976 308 412 30 391 26 50 3072 29 1355 61 108 31 1170 1077 1982 876 1818 20 139 2543 26 28 21 46 61 41 39 244
internal_value=0 74.4562 4627.06 9424.67 47507.8 70422.5 137053 68499.6 4264.03 18478.9 11537 56604.4 81395 120814 -799.698 2198.11 -2581.65 -5702.99 -1586.6 9090.46 301.594 8213.96 58322.3 -6765.93 21770.7 -40459.9 142564 218908 22220.1 45072.5
internal_weight=0 1.15403e+06 16056 8522 1017 538 147 80 7505 1636 1384 252 200 139 7534 6364 5287 4696 3820 1838 5869 2769 226 3100 479 67 87 67 591 283
internal_count=4318164 1154032 16056 8522 1017 538 147 80 7505 1636 1384 252 200 139 7534 6364 5287 4696 3820 1838 5869 2769 226 3100 479 67 87 67 591 283
is_linear=0
shrinkage=0.1


Tree=2685
num_leaves=31
num_cat=0
split_feature=2 1 1 0 3 3 0 0 5 6 0 0 5 0 1 5 1 6 5 5 3 2 5 5 0 3 0 5 5 5
split_gain=8.15648e+11 4.89692e+12 1.65529e+13 1.64163e+13 4.95696e+13 2.48107e+13 4.81233e+13 3.98518e+13 3.09519e+13 4.06254e+13 3.11741e+13 3.07072e+13 3.00424e+13 2.27007e+13 2.11802e+13 2.07616e+13 2.76757e+13 2.92369e+13 1.85207e+13 1.77031e+13 2.31826e+13 4.30802e+13 2.43053e+13 2.93087e+13 1.79637e+13 1.73516e+13 1.98109e+13 2.25903e+13 1.66719e+13 1.54892e+13
threshold=19.500000000000004 37.342273500000012 37.487839250000007 55.86787755000001 29.500000000000004 26.500000000000004 55.645049100000001 55.628356700000005 49.010000000000012 1.5000000000000002 55.674875350000008 55.834684950000003 41.005000000000003 55.820531900000013 37.475443250000005 59.510000000000012 37.475443250000005 1.5000000000000002 55.005000000000003 30.990000000000006 23.500000000000004 21.500000000000004 75.750000000000014 94.040000000000006 55.56564190000001 23.500000000000004 55.657530000000008 57.005000000000003 79.010000000000005 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 14 6 7 19 9 13 -11 -12 -13 -8 -5 25 29 -18 -9 -3 21 -21 24 -24 -22 -10 -27 -28 -7 -17
right_child=1 2 -4 4 -6 28 8 18 15 10 11 12 -14 -15 -16 16 17 -19 -20 20 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=6.6749182680113908 -1486.9638070752374 32630.489313099373 -375.08757383421198 -3277.7086867833591 132023.73956204928 -5295.3889995226582 36965.519915238168 -21481.446635450055 -38232.827867239961 140192.00450954863 24685.814472987287 57063.466403932209 168357.4886607143 -3431.3655657500622 -43548.949895608843 12871.704804523442 152639.99876512095 -178.94380115327382 -87731.961147608905 688.32131685886338 73601.923787715525 68211.304281124001 -100048.76940797899 4405.3637125651039 -6619.6321846991414 74876.194489020272 17282.228437976373 -38565.433276367192 29441.056857421878 70092.804531250003
leaf_weight=4218655 25220 189 66772 1315 26 1752 309 117 121 45 177 79 35 253 145 878 31 21 66 397 29 124 61 48 745 37 205 112 150 50
leaf_count=4218655 25220 189 66772 1315 26 1752 309 117 121 45 177 79 35 253 145 878 31 21 66 397 29 124 61 48 745 37 205 112 150 50
internal_value=0 -282.981 125.753 4574.62 -4839.95 6894.31 11247.5 -1178.88 20626.7 35225.8 62733.8 50755.7 91232.7 18779.7 -7277.25 11616.4 19932.7 90924.7 -45375.1 3898.27 30.4684 16759.1 -9839.96 -54050.6 -3613.91 -5541.53 5632.62 -2449.44 -2555.92 15954.7
internal_weight=0 99509 74289 7517 1486 6031 4129 1776 2353 898 336 291 114 562 1460 1455 980 52 183 1593 1404 521 883 109 774 475 354 317 1902 928
internal_count=4318164 99509 74289 7517 1486 6031 4129 1776 2353 898 336 291 114 562 1460 1455 980 52 183 1593 1404 521 883 109 774 475 354 317 1902 928
is_linear=0
shrinkage=0.1


Tree=2686
num_leaves=31
num_cat=0
split_feature=3 0 0 0 3 3 1 3 1 0 3 5 0 6 5 5 5 5 2 1 3 5 1 6 3 2 1 2 5 2
split_gain=8.81189e+11 8.06046e+12 1.54517e+13 1.32106e+13 2.95612e+13 1.51588e+13 1.29e+13 8.62059e+12 1.34009e+13 9.0931e+12 1.35123e+13 1.07162e+13 8.94041e+12 8.93812e+12 8.01606e+12 7.73992e+12 5.60583e+13 2.53439e+13 2.38329e+13 4.16908e+13 1.71002e+13 1.46049e+13 2.03409e+13 1.85182e+13 1.29638e+13 1.27282e+13 1.28647e+13 1.26158e+13 7.03679e+12 8.53175e+12
threshold=25.500000000000004 53.310923100000004 54.762542150000009 51.67657710000001 31.500000000000004 32.500000000000007 39.262370300000008 26.500000000000004 55.957851400000003 54.725565150000001 28.500000000000004 63.455000000000005 54.736324100000012 1.5000000000000002 49.010000000000012 90.015000000000015 84.030000000000015 96.015000000000015 13.500000000000002 39.704585000000002 28.500000000000004 63.855000000000011 39.614024000000008 1.5000000000000002 26.500000000000004 7.5000000000000009 39.188277450000008 7.5000000000000009 69.610000000000014 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 15 6 -6 -5 12 -9 10 11 13 -3 -10 -8 16 21 -17 27 -20 -21 -2 24 -24 25 26 -23 -19 -16 -30
right_child=1 2 -4 4 5 -7 14 8 9 -11 -12 -13 -14 -15 28 17 -18 18 19 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.9849840849448572 3450.1088853734891 5756.8307938196167 344.31956031888399 78723.34714285715 -44691.483675130206 27781.84481907895 9265.5683277831322 -23543.397646089881 -51532.176562500004 6241.966230276008 7687.0663161679931 -88618.77018914475 -31031.855929404814 33686.492431640625 44967.037552506954 -86344.664625726757 119518.17290039064 17294.684307065218 -72566.132531249998 134523.17390625001 27751.781510416669 115888.289609375 -4647.1056470788044 -86799.233567899821 -64399.561631944453 -6051.5976849012141 5073.3865900213068 -73412.072860054352 -2401.0262423155741 30878.711942798669
leaf_weight=4243674 1791 505 69105 35 120 38 593 656 32 380 83 38 76 20 146 43 40 23 25 30 30 20 46 68 27 121 22 46 122 209
leaf_count=4243674 1791 505 69105 35 120 38 593 656 32 380 83 38 76 20 146 43 40 23 25 30 30 20 46 68 27 121 22 46 122 209
internal_value=0 340.963 106.717 4960.4 13197.5 -27261.2 18982.5 -9066.22 -13877 -2410.2 -21415 -48253.5 944.541 -18755.8 17028.4 499.229 2249.23 -18466.5 486.479 35930.5 81137.5 10.2048 -20255.8 -53650.1 -219.217 10411.9 57842.4 -43176.5 26679.1 18612.5
internal_weight=0 74490 70895 3595 1263 158 1105 1790 1209 553 173 90 581 52 1070 2332 2135 197 154 85 60 2095 304 114 190 163 42 69 477 331
internal_count=4318164 74490 70895 3595 1263 158 1105 1790 1209 553 173 90 581 52 1070 2332 2135 197 154 85 60 2095 304 114 190 163 42 69 477 331
is_linear=0
shrinkage=0.1


Tree=2687
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 1 5 0 0 3 6 1 1 1 5 3 5 3 2 3 1 0 6 5 5 2 2 5 5 5
split_gain=8.18946e+11 9.39542e+12 1.45596e+13 2.05241e+13 1.33112e+13 2.84444e+13 4.11914e+13 3.31904e+13 2.34864e+13 2.2172e+13 2.12406e+13 2.10159e+13 2.33222e+13 1.70282e+13 1.45978e+13 1.74103e+13 1.27921e+13 1.65723e+13 2.03578e+13 1.52114e+13 1.2132e+13 2.98583e+13 1.3631e+13 1.19506e+13 1.53663e+13 1.17895e+13 3.61978e+13 2.99646e+13 2.03373e+13 2.72796e+13
threshold=54.942865800000007 54.947737500000009 87.395000000000024 8.5000000000000018 82.95335685000002 82.957885500000017 38.905000000000008 54.943649450000002 54.943968150000011 8.5000000000000018 1.5000000000000002 82.962740850000003 82.964402850000013 82.97193200000001 59.005000000000003 6.5000000000000009 33.585000000000008 9.5000000000000018 4.5000000000000009 11.500000000000002 82.966612450000014 54.945614000000006 1.5000000000000002 68.00500000000001 61.405000000000008 3.5000000000000004 4.5000000000000009 39.355000000000011 87.00500000000001 62.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 8 -8 -6 -2 16 -12 -13 25 -15 -16 19 18 -18 -7 -5 -22 -23 24 -11 28 27 -27 29 -14
right_child=1 -3 3 20 5 10 7 -9 -10 23 11 12 13 14 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=64.112095873528276 -242.52268055482733 12.52124113683484 -108274.95267857144 -16384.304394859748 5242.1230127684357 -2883.9581397276743 68480.428885591959 -11800.983427247242 59899.403006417415 27949.11221715431 -6751.7496006247011 26278.648559749243 -2523.1458284097944 -2665.7396564297187 65862.611621093747 -15058.427054789528 4729.1369207369571 622.65856274742009 -45587.717827943321 32864.388715969129 40780.864975815333 17852.539718191965 -17923.969226211379 89728.90087890625 -38462.454448659795 -1394.2364464330115 -369.32247995666302 27271.299763982199 18787.731075217507 -24212.179604262328
leaf_weight=1363348 894 2798789 21 929 1227 14728 52 5325 84 419 9397 307 3357 3478 27 1742 151 100091 172 120 149 140 445 28 38 597 10119 937 352 701
leaf_count=1363348 894 2798789 21 929 1227 14728 52 5325 84 419 9397 307 3357 3478 27 1742 151 100091 172 120 149 140 445 28 38 597 10119 937 352 701
internal_value=0 -29.5812 -784.809 -10032.8 -683.906 -772.083 -7149.46 -11024.6 8744.19 9096.95 -480.497 -2803.56 -1087.26 -1481.51 -6427.47 -13823.3 144.578 549.68 -22065 -2595.04 -8792.23 816.809 -9362.07 26312.4 22426.9 134.098 1800.71 16115.3 -4269.76 -6269.82
internal_weight=0 2.95482e+06 156027 1684 154343 152964 6688 5377 1311 1379 146276 31014 21617 21310 5247 1769 115262 100414 323 14848 1663 734 585 485 457 16063 11653 1534 4410 4058
internal_count=4318164 2954816 156027 1684 154343 152964 6688 5377 1311 1379 146276 31014 21617 21310 5247 1769 115262 100414 323 14848 1663 734 585 485 457 16063 11653 1534 4410 4058
is_linear=0
shrinkage=0.1


Tree=2688
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 3 5 3 3 5 0 0 5 5 6 5 5 5 3 3 5 3 3 3 4 5 5 2 2
split_gain=9.09291e+11 2.72059e+13 3.38575e+13 1.35664e+14 4.85846e+13 7.44063e+13 7.42746e+13 5.82106e+13 3.42384e+13 3.90524e+13 3.9858e+13 5.66609e+13 5.42753e+13 6.21989e+13 5.94548e+13 3.86399e+13 4.7615e+13 4.77491e+13 3.34526e+13 3.15436e+13 5.78824e+13 5.04679e+13 9.71704e+13 3.55613e+13 5.54036e+13 2.8641e+13 2.82186e+13 3.24733e+13 4.16756e+13 2.77863e+13
threshold=65.551978750000004 65.565203050000022 57.157092150000004 57.147575200000006 11.500000000000002 14.500000000000002 13.500000000000002 90.015000000000015 9.5000000000000018 7.5000000000000009 45.005000000000003 57.131524800000008 57.117834900000013 118.33500000000002 67.990000000000023 1.5000000000000002 53.005000000000003 59.245000000000012 142.05000000000004 19.500000000000004 16.500000000000004 116.06000000000002 7.5000000000000009 14.500000000000002 9.5000000000000018 2.5000000000000004 137.05000000000004 125.85000000000001 8.5000000000000018 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 7 -6 9 -2 -11 12 13 14 -12 -13 -17 -18 19 20 21 23 -23 24 -4 -26 27 -10 -29 -30
right_child=1 -3 18 4 5 -7 -8 -9 26 10 11 15 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-27.71300173732903 -6895.4385472171925 18.310357311899175 -9888.6870748077108 19592.311673877535 -27670.119631545607 42707.293933669789 204970.04356595554 169856.71200000003 53.193709673430639 -4385.7012876599038 -16589.257050304877 181564.16530172413 -8918.8184745148683 -35595.180727982952 122747.70274083161 125834.20342498781 -52414.427937825523 61555.185153606442 -107916.34205280173 -15391.607564253849 23624.105909997277 -43799.534596946025 253415.35665838068 -17612.80909722672 7461.601581756905 36873.410106491814 -58344.231698495372 -14549.677296956383 160698.28820112182 20146.478142755685
leaf_weight=3164132 493 1137976 2003 479 37 411 65 25 5679 302 41 29 310 55 121 80 48 157 29 1170 1075 22 22 1229 1564 420 81 48 39 22
leaf_count=3164132 493 1137976 2003 479 37 411 65 25 5679 302 41 29 310 55 121 80 48 157 29 1170 1075 22 22 1229 1564 420 81 48 39 22
internal_value=0 75.9837 4163.61 8481.29 42756.2 63379.9 130281 51977.8 3836.7 16629.7 26776.6 37966.8 17931.2 56288.4 87483.4 71593.5 60403.5 34869.6 -720.294 -306.079 2480.04 -1841.23 104808 -2740.88 1843.43 13687.9 270.621 1090.91 55156.6 110007
internal_weight=0 1.15403e+06 16056 8522 1017 538 127 62 7505 1636 1143 841 527 217 162 314 285 205 7534 7505 6335 5260 44 5216 3987 1984 5869 5788 109 61
internal_count=4318164 1154032 16056 8522 1017 538 127 62 7505 1636 1143 841 527 217 162 314 285 205 7534 7505 6335 5260 44 5216 3987 1984 5869 5788 109 61
is_linear=0
shrinkage=0.1


Tree=2689
num_leaves=31
num_cat=0
split_feature=5 5 1 2 1 4 2 1 2 3 3 0 1 0 0 1 2 2 1 0 2 2 0 1 0 1 1 0 2 2
split_gain=9.37727e+11 4.61893e+12 2.58942e+13 3.31323e+13 3.23329e+13 2.76809e+13 2.91716e+13 2.43137e+13 2.11845e+13 2.29348e+13 4.05413e+13 2.7382e+13 4.65224e+13 3.59044e+13 3.87744e+13 2.68325e+13 3.20529e+13 2.25592e+13 2.25531e+13 3.46327e+13 2.09132e+13 2.81723e+13 4.72103e+13 2.12067e+13 2.00023e+13 1.96229e+13 3.41234e+13 1.83377e+13 1.8257e+13 1.90787e+13
threshold=100.05000000000001 99.555000000000021 65.58467570000002 17.500000000000004 61.396377350000009 1.5000000000000002 1.5000000000000002 82.897133550000021 11.500000000000002 12.500000000000002 15.500000000000002 55.601678500000013 39.016372550000007 45.029420750000007 45.03656895000001 38.975980350000007 12.500000000000002 15.500000000000002 39.899261850000009 55.91302515000001 2.5000000000000004 7.5000000000000009 55.160271200000004 65.520339550000017 55.657530000000008 38.92948375000001 38.959914000000005 47.155083450000006 13.500000000000002 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 6 -3 -4 -7 -10 18 12 13 17 -15 16 -16 -12 19 -11 -6 22 -22 -24 -13 -18 -27 -14 -26 -30
right_child=-2 2 3 -5 20 8 -8 -9 9 10 11 24 27 14 15 -17 25 -19 -20 -21 21 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=2.4913020222419542 -277.04097536102211 66196.964204545468 -31836.242143197411 82846.069250801287 -23035.819617319918 1580.6831860743494 -58677.073390625003 -4347.1261483121634 103211.65041082975 -85622.097839626746 67837.351023065479 -91308.120330255682 -17443.732844655107 168978.49890202703 -30151.021530086437 121390.16511863426 26471.267255434785 -63265.538437500007 23586.447074468088 59857.961992187498 192790.07539062502 10483.678943101417 -13520.423725818453 69222.568346133485 42144.807701404818 161789.69881859759 26294.081801470591 29426.765129250918 -16509.571616176792 39007.146111056172
leaf_weight=4188461 118815 22 410 39 59 7039 125 1495 29 90 21 22 164 37 47 54 69 35 47 20 26 159 42 118 109 41 34 170 286 79
leaf_count=4188461 118815 22 410 39 59 7039 125 1495 29 90 21 22 164 37 47 54 69 35 47 20 26 159 42 118 109 41 34 170 286 79
internal_value=0 7.8385 2064.83 -8395.48 4338.41 3030.68 -39988.4 -10263.4 3784.14 15239.2 13313.7 19726.9 32881.2 59036.6 73560.5 59150.5 41553.9 -14102 -34396.6 -59171.2 31982 41390.9 67811.5 47502.5 1904.9 64957.6 100365 6412.51 6231.25 -4493.62
internal_weight=0 4.19935e+06 10888 1944 8944 8540 147 1905 8393 1354 1325 1168 672 338 282 245 191 56 157 110 404 345 186 160 496 144 75 334 474 365
internal_count=4318164 4199349 10888 1944 8944 8540 147 1905 8393 1354 1325 1168 672 338 282 245 191 56 157 110 404 345 186 160 496 144 75 334 474 365
is_linear=0
shrinkage=0.1


Tree=2690
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 1 0 0 1 3 3 4 1 6 5 0 3 1 0 0 1 1 1 5 0 1 0 3 0 1
split_gain=8.71015e+11 8.64014e+12 1.75223e+13 3.07408e+13 5.61258e+13 2.40442e+14 1.31507e+14 5.88869e+13 1.20482e+14 1.0177e+14 1.08954e+14 6.04635e+13 5.18729e+13 5.23028e+13 5.16807e+13 4.44296e+13 5.78019e+13 6.98832e+13 5.51189e+13 6.23911e+13 9.38097e+13 5.65157e+13 5.02762e+13 4.88116e+13 4.76727e+13 9.44728e+13 2.60046e+14 1.39374e+14 6.94703e+13 7.64681e+13
threshold=55.576287050000012 7.5000000000000009 16.500000000000004 55.619594000000006 37.752451500000006 37.889331900000009 55.601678500000013 55.601678500000013 37.726745000000001 24.500000000000004 17.500000000000004 3.5000000000000004 37.597123000000003 1.5000000000000002 80.815000000000012 55.701368300000006 18.500000000000004 37.944765900000007 55.695992150000002 55.628356700000005 37.832345550000007 37.098288800000006 36.761894450000007 58.040000000000006 55.657530000000008 37.328003200000005 55.645049100000001 17.500000000000004 55.674875350000008 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 8 9 10 -4 -12 -11 -14 -15 16 17 18 19 20 21 -5 -21 -20 25 26 -24 -28 29 -26
right_child=1 2 3 15 5 -7 -8 -9 -10 12 11 -13 13 14 -16 -17 -18 -19 23 22 -22 -23 24 -25 28 -27 27 -29 -30 -31
leaf_value=40.172452601051894 282.79638674561295 -486.21790032431812 -5649.7089209831829 -65907.779758144956 -123162.96814189939 -6162.0167062435412 -944.34191207885749 -9304.6669478160547 45780.034116029063 -51542.959121137945 22935.021962257306 182530.10026041669 -21642.746883874057 19548.518133835565 182556.24008152174 39.914998144219865 807.22967071101209 -6566.8726727706107 13511.20136610597 69782.904578728412 -136694.69385080645 47054.625213750202 64901.627952380746 46042.150510112086 -8251.1851190685175 -8032.795073475656 -47295.36658755524 82680.95567787248 -35.416966464545133 23914.774863489773
leaf_weight=2398881 554170 800646 2564 47 282 6829 128 3671 698 442 2179 24 586 126 23 481025 45233 3132 1274 123 31 768 681 723 904 4609 495 99 3720 4051
leaf_count=2398881 554170 800646 2564 47 282 6829 128 3671 698 442 2179 24 586 126 23 481025 45233 3132 1274 123 31 768 681 723 904 4609 495 99 3720 4051
internal_value=0 -50.2109 -185.396 241.293 -3878.11 -10627.6 -85006.9 859.554 6477.27 1861.97 8363.81 24673.7 -24471.3 -8191.49 44710.8 373.497 2808.78 7191.62 9650.49 7639.3 34045.8 40540.2 6117.72 25288.8 5579.85 -1368.28 22723.3 -25632.6 10292.6 18046.4
internal_weight=0 1.91928e+06 1.36511e+06 564467 17552 7239 410 10313 6642 5944 4767 2203 1177 735 149 546915 65890 20657 17525 15528 846 815 14682 1997 14559 5884 1275 594 8675 4955
internal_count=4318164 1919283 1365113 564467 17552 7239 410 10313 6642 5944 4767 2203 1177 735 149 546915 65890 20657 17525 15528 846 815 14682 1997 14559 5884 1275 594 8675 4955
is_linear=0
shrinkage=0.1


Tree=2691
num_leaves=31
num_cat=0
split_feature=3 0 1 1 5 0 0 3 1 6 5 5 1 1 5 3 0 5 0 5 3 0 4 3 5 5 1 2 6 5
split_gain=8.59167e+11 6.40073e+12 3.11461e+13 1.77835e+14 4.74494e+13 4.38229e+13 6.4429e+13 6.39368e+13 6.00062e+13 5.16682e+13 5.88127e+13 3.47865e+13 9.10238e+13 4.1423e+13 3.22215e+13 2.83652e+13 2.9015e+13 2.62449e+13 3.12625e+13 2.57489e+13 3.07373e+13 4.58248e+13 2.93062e+13 1.11899e+14 2.56958e+13 4.13026e+13 2.43878e+13 2.55567e+13 2.43254e+13 2.187e+13
threshold=9.5000000000000018 59.834458500000004 30.502469200000004 30.434657650000002 37.005000000000003 59.609407350000005 59.755965500000009 10.500000000000002 30.578016350000002 1.5000000000000002 66.50500000000001 82.00500000000001 30.332994000000003 30.315880100000005 82.00500000000001 15.500000000000002 59.755965500000009 103.45000000000002 59.820733200000006 73.405000000000015 21.500000000000004 59.820733200000006 2.5000000000000004 15.500000000000002 80.815000000000012 78.710000000000022 28.619594500000002 2.5000000000000004 1.5000000000000002 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 -4 7 9 -9 10 -7 19 13 15 -6 26 -17 18 -18 -2 21 -21 23 -23 25 29 -13 -28 -15 -22
right_child=1 -3 5 4 14 6 -8 8 -10 -11 -12 12 -14 28 -16 16 17 -19 -20 20 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-49.418437563951883 -1201.602968030129 520.33928846985168 13.087378468369188 -9434.9244265104608 -42829.474318426212 66272.170771828678 4305.8685757764024 -56975.792827248086 31337.493164250041 37907.540831560866 206067.30631377551 -2193.1896778143614 -45375.909745695157 -27713.143714488637 -106671.55351108285 -3063.1179810509316 -56582.769028663635 -108670.03388346355 41970.416869549423 7166.4071515464111 -26183.761387020782 296991.88593749999 36260.6520884196 1705.8211647727273 63788.052488659276 -91685.742693309308 -45014.242427884616 66049.071097579654 93044.660747848742 61691.915820922855
leaf_weight=1938624 28563 248694 2092274 456 979 78 3304 98 358 191 49 1343 637 22 86 260 128 60 43 1132 97 21 288 33 31 78 26 102 69 40
leaf_count=1938624 28563 248694 2092274 456 979 78 3304 98 358 191 49 1343 637 22 86 260 128 60 43 1132 97 21 288 33 31 78 26 102 69 40
internal_value=0 40.2615 -15.7691 -2996.25 -36427.4 33.2726 10389.6 36359.3 12357.9 70776.3 120209 -1454.11 -12352.2 -2105.65 -47984.8 -5164.78 -25976.5 -51766.5 -31800.4 -486.049 11396.7 16857.9 48936.2 116539 -21326 -33598.3 1781.9 43489.3 63850.5 -526.629
internal_weight=0 2.37954e+06 2.13085e+06 34494 1521 2.09635e+06 4078 774 456 318 127 32973 2690 2053 1065 1962 491 231 171 30283 1720 1474 342 54 246 215 1471 128 91 137
internal_count=4318164 2379540 2130846 34494 1521 2096352 4078 774 456 318 127 32973 2690 2053 1065 1962 491 231 171 30283 1720 1474 342 54 246 215 1471 128 91 137
is_linear=0
shrinkage=0.1


Tree=2692
num_leaves=31
num_cat=0
split_feature=3 2 1 0 5 4 1 0 0 6 3 5 0 5 4 5 5 0 5 0 5 0 3 5 3 0 6 0 0 0
split_gain=9.27384e+11 6.83385e+12 8.70177e+12 1.47484e+13 3.26685e+13 5.65381e+13 1.46968e+13 3.61235e+13 1.89134e+13 2.41239e+13 1.35266e+13 1.08414e+13 1.08339e+13 1.23635e+13 2.17917e+13 1.0675e+13 1.01073e+13 8.91784e+12 3.60548e+13 2.20776e+13 2.04481e+13 1.89986e+13 2.47223e+13 2.20535e+13 1.32207e+13 2.0576e+13 1.30765e+13 1.26993e+13 1.51712e+13 1.5957e+13
threshold=18.500000000000004 16.500000000000004 30.259484550000003 60.017447350000005 72.010000000000005 2.5000000000000004 30.323743050000001 59.990816400000007 59.939091550000008 1.5000000000000002 17.500000000000004 92.035000000000011 60.017447350000005 63.855000000000011 1.5000000000000002 75.015000000000015 59.245000000000012 56.301440000000007 98.020000000000024 57.60800230000001 102.01000000000001 55.91302515000001 17.500000000000004 103.45000000000002 17.500000000000004 56.852744000000008 1.5000000000000002 44.678200800000006 51.717367500000009 45.047272400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 9 10 -4 -7 13 14 -9 -5 -10 20 -19 24 27 23 -23 -22 -20 -26 -21 -8 29 -29
right_child=-2 2 6 15 5 11 17 12 16 -11 -12 -13 -14 -15 -16 -17 -18 18 19 26 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=30.439829162556283 -115.29179306360511 6255.227512613983 74894.878635475863 6531.6405371093751 221187.61532738098 71710.192425271744 -33279.841687684551 2967.1394345238095 -65662.674968327701 -77595.673949767006 -19492.57606375558 -25384.266915760873 -25345.554704241073 -3671.2152228860296 143862.87364130435 -64884.689670138891 -151254.17414772729 592.49472362786412 45891.069494868265 38649.769791666673 -118090.3853125 -13905.190755208336 -164444.48308593751 -11551.201165780447 32370.958258928575 -92836.703324962815 140851.11467993952 -6135.4182730878347 -3079.7693323647018 6158.4556890696485
leaf_weight=3689517 600644 240 22 50 21 23 127 21 37 57 49 23 35 34 23 36 22 4169 102 21 20 24 20 681 35 21 31 1424 16552 4083
leaf_count=3689517 600644 240 22 50 21 23 127 21 37 57 49 23 35 34 23 36 22 4169 102 21 20 24 20 681 35 21 31 1424 16552 4083
internal_value=0 18.6278 -1537.65 13237.7 23490.8 85230.4 -1747.97 -23760.9 -50735.4 -29143.8 9754.24 23163 20878.2 41619.7 76617.2 -23363.6 -97578.1 -1506.15 2629.01 43058.7 -2295.82 -18591.7 -82332.1 -14590.8 24457.6 -14581.9 99577.5 -1748.61 -1567.08 2979.51
internal_weight=0 3.71752e+06 28003 393 307 67 27610 300 187 128 71 46 113 78 44 86 59 27310 4379 210 22931 745 44 701 158 56 52 22186 22059 5507
internal_count=4318164 3717520 28003 393 307 67 27610 300 187 128 71 46 113 78 44 86 59 27310 4379 210 22931 745 44 701 158 56 52 22186 22059 5507
is_linear=0
shrinkage=0.1


Tree=2693
num_leaves=31
num_cat=0
split_feature=2 3 5 0 1 1 5 0 4 5 1 1 4 1 5 1 1 0 0 0 0 1 3 5 0 5 5 5 5 1
split_gain=8.27842e+11 7.16402e+12 1.2865e+13 1.96417e+13 1.90839e+13 2.61949e+13 3.4312e+13 2.86751e+13 4.88027e+13 5.34673e+13 4.36822e+13 3.35788e+13 2.92685e+13 4.38077e+13 5.57844e+13 2.93576e+13 8.72525e+13 7.04749e+13 7.48302e+13 4.67057e+13 4.32212e+13 2.89569e+13 2.77354e+13 2.70809e+13 3.78202e+13 2.46148e+13 5.24606e+13 4.69253e+13 3.35928e+13 3.48622e+13
threshold=5.5000000000000009 7.5000000000000009 69.015000000000015 60.693675950000006 30.243224600000001 30.362552800000003 70.50500000000001 58.000519000000004 2.5000000000000004 93.00500000000001 30.410108300000001 30.468306550000005 2.5000000000000004 39.714575750000009 70.00500000000001 37.66934650000001 37.752451500000006 55.74310830000001 55.924336300000007 55.719391050000006 56.197733450000008 42.09605220000001 6.5000000000000009 123.15000000000002 59.982527000000012 112.04500000000002 109.05000000000001 93.00500000000001 104.75000000000001 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 12 11 10 -10 -9 -7 14 -14 17 -17 19 22 -16 -20 -15 -19 24 25 26 27 -8 29 -29
right_child=1 -3 3 -5 5 7 23 8 9 -11 -12 -13 13 21 15 16 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-37.693116548071366 -215.537635565664 74.765041010435894 17023.927088675853 -41830.999055064807 -136192.27866586539 -16070.666042097653 -21454.530272968001 137216.96674715911 -108320.34799107144 54248.70112920965 13996.534125256148 4235.2779633620694 153109.31515066963 -30752.290518286081 7505.2569702439787 117713.46199840198 11883.074835753407 -33146.311062499997 165710.90688920455 116942.43971656979 -37406.420000000006 -3315.1954093801137 -113088.90751099818 23256.593606665829 40376.572463688382 -118408.56544642859 90157.7822265625 -93361.068702799486 -17284.175313527961 -245812.67972656252
leaf_weight=2480138 19186 1811470 393 143 26 1700 338 55 56 103 61 29 28 469 419 88 679 75 22 43 20 2139 103 124 71 35 33 60 38 20
leaf_count=2480138 19186 1811470 393 143 26 1700 338 55 56 103 61 29 28 469 419 88 679 75 22 43 20 2139 103 124 71 35 33 60 38 20
internal_value=0 50.8612 -1579.7 -5130.96 -4404.78 -5637.07 -23336.8 -3471.49 26464.5 1706.66 -44548.3 91306.6 -5044.62 -456.05 13304.7 10603.2 24025.3 -4491.78 -51075.5 17691 68988.4 -8249.24 -79405.2 -19255.8 -28115.5 -37395.9 -31597.4 -40408.7 -94701 -131474
internal_weight=0 1.83803e+06 26556 7370 7227 6834 745 6089 304 220 117 84 5785 4085 1477 1449 767 682 220 462 42 2608 178 719 595 524 489 456 118 80
internal_count=4318164 1838026 26556 7370 7227 6834 745 6089 304 220 117 84 5785 4085 1477 1449 767 682 220 462 42 2608 178 719 595 524 489 456 118 80
is_linear=0
shrinkage=0.1


Tree=2694
num_leaves=31
num_cat=0
split_feature=3 1 0 0 2 2 4 5 1 1 0 5 5 3 3 0 3 3 5 5 0 0 0 3 2 6 4 5 5 5
split_gain=8.27401e+11 6.09523e+12 7.47741e+12 7.19783e+12 7.11516e+12 8.1018e+12 1.87059e+13 7.87583e+12 5.95964e+12 3.86383e+13 4.38229e+13 1.10617e+14 4.53008e+13 4.33222e+13 3.44996e+13 6.42889e+13 4.85464e+13 3.4366e+13 3.08894e+13 4.82614e+13 4.17195e+13 7.3131e+13 6.21799e+13 3.84917e+13 3.41967e+13 3.86431e+13 3.01484e+13 5.35455e+13 7.44047e+13 4.67077e+13
threshold=18.500000000000004 103.85249100000001 52.056565900000003 61.785186750000001 6.5000000000000009 10.500000000000002 1.5000000000000002 64.805000000000021 30.259484550000003 30.315880100000005 59.853570100000006 60.310000000000009 48.945000000000007 19.500000000000004 20.500000000000004 59.904813200000007 21.500000000000004 22.500000000000004 80.00500000000001 58.995000000000012 60.017447350000005 60.035045000000004 60.052595500000002 25.500000000000004 8.5000000000000018 1.5000000000000002 2.5000000000000004 69.015000000000015 69.610000000000014 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 7 6 -6 -3 26 10 11 12 -10 -13 -12 -16 -17 -15 19 -18 24 -22 -23 -20 25 -21 27 -2 -29 -28
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 14 13 -14 17 15 16 18 -19 23 20 21 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=17.59504635859377 -1813.4022885825068 -6034.152385066106 -28212.448984143863 50600.912848772328 -13670.887119654604 -5054.7365543886617 88428.831158088244 -67289.810042842742 14415.270178735556 -170.59644165204469 12743.209187828652 -10528.044047619049 -65644.870500753022 128815.6409606074 -79898.583668754029 -14034.693691486415 5741.157943503752 42788.179664855073 25085.666796793466 18018.49843935217 120848.05156250001 -109861.46236979168 9782.8246918125278 -45659.277644660673 -35196.591900621213 -47796.177461095009 16690.419437547356 -120677.09639583333 -17389.066446323108 -2979.7444553386567
leaf_weight=3717520 26612 65 169 28 38 183 34 31 476 550713 3250 42 83 142 97 1675 8065 69 1048 318 54 48 457 83 788 124 2186 75 995 2696
leaf_count=3717520 26612 65 169 28 38 183 34 31 476 550713 3250 42 83 142 97 1675 8065 69 1048 318 54 48 457 83 788 124 2186 75 995 2696
internal_value=0 -108.9 -10930.8 -99.5226 -2610.07 6125.76 34542.9 -25814.6 -101.888 -26.401 4695.06 27358.6 2527.99 82221.5 3545.39 1202.14 1823.52 100683 4241.6 2445.09 -12414 10238.3 -1589.31 19894 -22708.7 -445.347 -1417.49 -2695.3 -24628.9 5827.91
internal_weight=0 600644 520 600124 351 255 72 96 600096 567532 16819 812 559 253 16007 12757 12660 211 10985 9854 1789 559 505 1131 1230 442 32564 27682 1070 4882
internal_count=4318164 600644 520 600124 351 255 72 96 600096 567532 16819 812 559 253 16007 12757 12660 211 10985 9854 1789 559 505 1131 1230 442 32564 27682 1070 4882
is_linear=0
shrinkage=0.1


Tree=2695
num_leaves=31
num_cat=0
split_feature=2 1 0 1 5 1 2 5 5 5 4 5 0 0 3 0 5 0 3 1 5 4 0 5 0 5 6 0 2 5
split_gain=8.51026e+11 4.61612e+12 2.31748e+13 1.79477e+13 1.7505e+13 4.51883e+13 2.8892e+13 2.79317e+13 3.75144e+13 2.27112e+13 2.2264e+13 3.01916e+13 3.51047e+13 3.77712e+13 3.10426e+13 3.11169e+13 2.64263e+13 2.5241e+13 2.05115e+13 1.97359e+13 1.87981e+13 2.44023e+13 2.32992e+13 1.89204e+13 1.79511e+13 1.69847e+13 1.82109e+13 1.5031e+13 1.89748e+13 2.80532e+13
threshold=14.500000000000002 37.328003200000005 44.580511600000001 30.502469200000004 132.05000000000004 36.546174950000008 16.500000000000004 123.15000000000002 116.06000000000002 84.030000000000015 2.5000000000000004 61.405000000000008 53.204054050000003 55.674875350000008 25.500000000000004 55.701368300000006 71.00500000000001 55.664473600000008 17.500000000000004 37.314272700000011 56.005000000000003 1.5000000000000002 55.674875350000008 42.205000000000005 59.896318000000008 66.990000000000023 1.5000000000000002 55.701368300000006 20.500000000000004 50.805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 -6 -7 8 9 10 11 20 -13 17 15 16 25 -14 -9 24 23 22 -22 -5 -11 -15 -27 28 -25 -30
right_child=1 -3 3 4 5 6 -8 18 -10 19 -12 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=-12.937835360179447 97664.274430338541 337.73911044278248 360.26096687217438 -782.75185446991031 -80361.968394886368 181797.3462797619 36948.853378906257 -152598.57023809524 104866.23920898438 -6879.2255174398424 8205.5775497258164 17965.332522241395 -41872.152524820965 10661.3350390625 34240.062210937504 -26123.709876409324 -39676.856287802424 -137750.79744791667 -26174.771519886366 -57150.271771294254 11168.171943933825 5010.4120256512761 132077.7446875 -6573.1223465021721 -43764.633761249017 4226.3357954545454 117006.48908155489 -14106.76916527391 2446.5158351854348 76665.98091668023
leaf_weight=3980118 24 270059 49862 7593 22 21 40 21 32 800 1711 268 324 95 125 941 62 30 33 113 34 1804 30 1092 158 22 41 2443 174 72
leaf_count=3980118 24 270059 49862 7593 22 21 40 21 32 800 1711 268 324 95 125 941 62 30 33 113 34 1804 30 1092 158 22 41 2443 174 72
internal_value=0 152.329 -584.161 -618.856 -3315.99 42502.8 86814.7 -3527.05 -3311.18 -3504.22 -2607.29 -3828.47 -15588.9 -21072.2 -13109.9 -18207.8 15650.5 -49997.5 -75339.6 -17624.8 -2133.94 7163.19 67844.5 -3660.85 -12962.6 37361.2 77622.9 -9440.64 -920.931 24169.3
internal_weight=0 338046 67987 67963 18101 83 61 18018 17964 17932 16861 15150 1908 1640 1286 1161 220 354 54 1071 13242 1868 64 11374 958 158 63 3781 1338 246
internal_count=4318164 338046 67987 67963 18101 83 61 18018 17964 17932 16861 15150 1908 1640 1286 1161 220 354 54 1071 13242 1868 64 11374 958 158 63 3781 1338 246
is_linear=0
shrinkage=0.1


Tree=2696
num_leaves=31
num_cat=0
split_feature=3 2 3 1 4 3 0 5 5 1 5 5 6 1 0 1 2 0 1 3 5 1 3 5 4 1 0 0 5 5
split_gain=8.16405e+11 6.16963e+12 1.09131e+13 1.5081e+13 2.02199e+13 2.04641e+13 2.58354e+13 1.53821e+13 1.36294e+13 1.86672e+13 2.03014e+13 2.65458e+13 4.86931e+13 1.88066e+13 1.4124e+13 1.14822e+13 1.09865e+13 1.57681e+13 1.26503e+13 2.18058e+13 1.0961e+13 1.0879e+13 9.02996e+12 8.89408e+12 8.17816e+12 7.7407e+12 9.12059e+12 1.60906e+13 1.21448e+13 1.07939e+13
threshold=27.500000000000004 22.500000000000004 31.500000000000004 37.559851850000008 1.0000000180025095e-35 28.500000000000004 55.751981950000008 56.205000000000005 79.730000000000018 37.487839250000007 56.505000000000003 48.035000000000004 1.5000000000000002 37.362912300000012 55.745923000000012 37.362912300000012 23.500000000000004 56.852744000000008 37.726745000000001 30.500000000000004 105.35000000000001 37.417247200000006 28.500000000000004 70.50500000000001 2.5000000000000004 37.832345550000007 55.719391050000006 55.801980100000009 77.00500000000001 35.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 24 -8 9 10 11 -3 14 -12 -13 -10 18 20 -7 23 25 -15 -11 -20 -6 26 28 29 -18 -28
right_child=1 2 -4 4 5 16 7 -9 15 22 13 12 -14 21 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4.1127846454287864 -1305.7287012416541 3454.0496801053559 -365.78252483192534 -34703.042609514516 -5554.1970777107017 108130.76692708333 48282.446988830568 137741.10319890204 -19171.851482669892 41139.655433238637 30395.064142219391 94094.254222470248 188764.11338315217 -75255.906123218199 -1402.2732388771187 29151.671010916576 37246.871245491864 70986.469890574925 16918.80056861139 91998.847495909009 69351.504441550918 -18789.292440257352 -24512.632457244807 -55134.145870535722 66094.09304315476 -1557.2898696685706 41373.338769531256 28657.233555417642 -39444.619531250006 -39529.250872672877
leaf_weight=4279873 26513 390 8700 84 66 21 40 37 63 22 49 21 23 57 59 224 202 39 93 37 27 85 439 21 21 714 20 107 23 94
leaf_count=4279873 26513 390 8700 84 66 21 40 37 63 22 49 21 23 57 59 224 202 39 93 37 27 85 439 21 21 714 20 107 23 94
internal_value=0 -459.695 1444.78 6562.34 13091.2 15661.5 49080 91269.1 -942.21 -5826.54 4655.82 15379.1 60532.2 -23022.6 23665.6 18544.1 11741.1 8420.67 35408.9 25295.3 6365.01 -41455.5 -21379.6 3645.89 11740.2 4898.95 15234.7 805.616 29407.3 -25335.8
internal_weight=0 38291 11778 3078 1646 1562 164 77 1432 1145 684 493 103 191 80 287 1398 1226 172 151 1187 142 461 114 87 1160 446 221 225 114
internal_count=4318164 38291 11778 3078 1646 1562 164 77 1432 1145 684 493 103 191 80 287 1398 1226 172 151 1187 142 461 114 87 1160 446 221 225 114
is_linear=0
shrinkage=0.1


Tree=2697
num_leaves=31
num_cat=0
split_feature=2 0 1 5 5 1 5 3 2 5 5 5 1 5 5 2 2 5 4 0 1 3 3 0 0 5 0 0 3 3
split_gain=8.63656e+11 4.81459e+12 1.31711e+13 1.0168e+13 1.73551e+13 1.20232e+13 1.9972e+13 9.1736e+12 1.05241e+13 8.64672e+12 8.1605e+12 5.80429e+12 6.64658e+12 6.10975e+12 5.31003e+12 4.88297e+12 4.87467e+12 4.29838e+12 7.36673e+12 4.7779e+12 4.05625e+12 6.33975e+12 4.435e+12 3.90463e+12 5.05121e+12 5.81375e+12 5.06658e+12 4.87463e+12 6.3085e+12 8.51794e+12
threshold=19.500000000000004 44.732363600000006 37.737121850000008 66.040000000000006 74.610000000000014 39.739656000000004 88.015000000000015 24.500000000000004 20.500000000000004 60.610000000000007 32.615000000000009 36.995000000000012 39.726951800000002 46.405000000000008 42.895000000000003 21.500000000000004 21.500000000000004 21.015000000000004 1.0000000180025095e-35 44.893607100000004 30.102666750000001 24.500000000000004 23.500000000000004 55.885524800000006 55.619594000000006 20.010000000000002 55.56564190000001 55.628356700000005 32.500000000000007 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 -6 8 -8 10 -4 -12 13 -13 15 -14 -15 18 -3 -19 21 22 -21 24 25 -20 -27 -26 29 -29
right_child=1 17 3 4 5 -7 7 -9 -10 -11 11 12 14 16 -16 -17 -18 19 23 20 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=6.8685508787074063 71657.037377929693 1442.7170347815941 72098.406386718751 -102610.99615234375 56037.249811422422 68770.206875000003 -121846.2800967262 -1430.7532589285715 -27457.02935836227 69928.894675925927 -23331.8005029749 -17841.987635268175 27203.140839843749 63748.710621279759 7951.7857425574102 97081.368828125007 13.112890625 -33975.66859188988 9485.1273789625902 -10699.490294471154 -211.08125433733358 892.03941337112838 -56772.659739583338 -22383.306865559454 16233.116277236239 -21401.482101562502 -68928.849218750009 -9783.4524570433568 20739.658137487193 -77687.424296875004
leaf_weight=4218655 32 795 20 20 29 20 21 35 27 27 54 77 20 21 33 20 28 42 39 39 97160 113 45 253 109 75 32 242 61 20
leaf_count=4218655 32 795 20 20 29 20 21 35 27 27 54 77 20 21 33 20 28 42 39 39 97160 113 45 253 109 75 32 242 61 20
internal_value=0 -291.19 9658.24 5268.95 -15802.1 -2649.27 -15402.7 -40363.7 -68752.3 15945 10605.9 5744.82 13635 -275.738 37645.2 62142.3 27328.4 -339.82 -5438.96 -254.693 -240.146 -14574.9 -35381.5 -12022.5 -7487.42 -23567.9 -35615.3 -2052.81 -8223.61 -14967
internal_weight=0 99509 484 452 152 132 112 83 48 300 273 253 199 126 73 40 49 99025 1626 97399 97357 197 84 831 578 146 107 432 323 262
internal_count=4318164 99509 484 452 152 132 112 83 48 300 273 253 199 126 73 40 49 99025 1626 97399 97357 197 84 831 578 146 107 432 323 262
is_linear=0
shrinkage=0.1


Tree=2698
num_leaves=31
num_cat=0
split_feature=3 1 0 0 1 6 0 5 3 3 5 0 1 1 5 1 1 0 2 2 2 5 6 5 3 0 1 5 0 0
split_gain=8.61829e+11 6.59796e+12 7.53031e+12 1.2601e+13 1.17921e+13 1.10839e+13 9.7291e+12 7.06667e+12 1.02026e+13 1.16198e+13 8.31569e+12 1.22233e+13 6.99515e+12 9.8621e+12 6.36955e+12 6.3124e+12 1.61007e+13 1.22125e+13 1.1994e+13 1.1633e+13 7.21344e+12 2.21828e+13 1.41538e+13 1.55523e+13 1.89665e+13 1.56885e+13 4.10786e+13 2.89425e+13 1.47339e+13 1.30835e+13
threshold=25.500000000000004 93.043229050000022 53.310923100000004 54.762542150000009 50.158868250000005 1.5000000000000002 53.204054050000003 63.145000000000003 30.500000000000004 26.500000000000004 73.995000000000019 54.725565150000001 83.053286850000021 86.067573200000012 53.705000000000005 82.966612450000014 82.959896850000021 55.030402950000003 19.500000000000004 24.500000000000004 2.5000000000000004 120.05000000000001 1.5000000000000002 40.205000000000005 35.500000000000007 55.860536450000005 37.777459000000007 61.845000000000006 55.777112100000004 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 6 -6 -2 14 9 10 -9 -12 15 -14 -4 16 20 -17 -18 -20 21 22 -5 28 25 26 27 -25 -24 -28
right_child=1 -3 3 12 5 -7 -8 8 -10 -11 11 -13 13 -15 -16 17 18 -19 19 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-5.9188741738649542 3061.0424977563202 -57091.831445312506 -7047.9767900138067 8028.8959644512624 31068.201290813246 2419.8714026054727 -45405.128469122028 -22075.363699070411 4220.456974383098 -36170.477964870057 -12168.988162878788 80531.332304687501 60054.367486702133 3429.1044297807675 12285.962835426702 2235.4587019559422 53907.846791221215 -11566.136411195161 -3336.5211739676342 75473.268217329547 150.00271906568508 98772.519750000007 54654.510097971273 -127069.93752367425 78323.830313720711 -5105.8858777642672 -16902.05874836315 -15603.382373809814 -124.67844838287873 69235.397507440473
leaf_weight=4243674 2992 20 986 2465 304 243 42 79 164 297 33 25 47 89 206 1300 95 1265 126 22 62831 25 62 66 20 283 110 36 236 21
leaf_count=4243674 2992 20 986 2465 304 243 42 79 164 297 33 25 47 89 206 1300 95 1265 126 22 62831 25 62 66 20 283 110 36 236 21
internal_value=0 337.197 352.62 126.61 4826.69 18341.4 2390.12 -8157.05 -17028 -25057.3 -965.307 27788 341.197 22998.1 -3706.71 296.515 484.558 -4571.18 26178 8378.45 390.181 4930.08 4218.94 -7041.91 -17224.1 -20927.5 -40144.3 -87728.8 11272.3 -3093.76
internal_weight=0 74490 74470 70889 3581 547 3034 1790 598 434 137 58 69099 136 1192 68963 66398 2565 243 148 66155 3324 3299 834 536 516 233 102 298 131
internal_count=4318164 74490 74470 70889 3581 547 3034 1790 598 434 137 58 69099 136 1192 68963 66398 2565 243 148 66155 3324 3299 834 536 516 233 102 298 131
is_linear=0
shrinkage=0.1


Tree=2699
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 5 1 0 4 1 2 2 5 5 5 5 0 0 6 6 0 0 5 2 5 0 5 5 0
split_gain=8.24479e+11 4.78656e+12 1.03144e+13 1.81785e+13 1.01218e+13 9.31002e+12 7.93117e+12 7.26487e+12 1.96793e+13 1.84864e+13 2.32817e+13 3.03111e+13 4.89986e+13 2.0643e+13 3.48977e+13 2.58279e+13 1.97729e+13 1.96554e+13 2.4806e+13 3.09157e+13 1.94584e+13 1.94314e+13 1.67687e+13 1.56743e+13 2.41649e+13 1.50204e+13 1.49631e+13 1.44838e+13 1.47899e+13 1.73518e+13
threshold=83.000022850000008 83.003542850000017 55.050600750000008 55.030402950000003 15.500000000000002 3.5000000000000004 40.205000000000005 83.011163250000024 55.012873400000011 2.5000000000000004 83.006817700000013 8.5000000000000018 6.5000000000000009 64.805000000000021 59.005000000000003 51.015000000000008 86.810000000000016 55.017766000000002 55.020029900000004 1.5000000000000002 1.5000000000000002 55.034903650000011 55.034903650000011 56.005000000000003 11.500000000000002 33.005000000000003 54.920670650000005 94.040000000000006 87.00500000000001 55.017766000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 8 25 -10 27 12 13 14 15 -12 23 -15 19 -19 -14 -22 -16 -13 -25 -3 -27 28 29 -11
right_child=1 7 -4 4 6 -7 -8 -9 9 10 11 16 20 17 22 -17 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=16.436175074614809 -18985.752177423808 -6845.3501218907977 -29350.710394965277 8963.0711928804758 10992.666625976562 -820.71479078442417 71004.319682716843 -123.41248745055344 1491.6924399473437 -13244.910435789845 -40767.109326171878 -53609.358467371319 -23899.899023437501 56070.912612304688 -10344.541789449897 34713.488056804752 -40853.909387600812 4031.4326765907008 18504.221963355692 -39553.463989962067 52152.336106789495 -11798.938481001422 -40549.624620472307 56094.547164713549 -44534.633080357147 -48521.327145452087 8755.5967001323497 -36629.986941287876 432.64248115725633 5546.5581945402955
leaf_weight=3782924 283 748 126 1093 40 93795 49 389267 34736 3127 56 34 48 80 605 238 248 748 789 208 349 55 264 75 35 46 5382 165 1968 583
leaf_count=3782924 283 748 126 1093 40 93795 49 389267 34736 3127 56 34 48 80 605 238 248 748 789 208 349 55 264 75 35 46 5382 165 1968 583
internal_value=0 -116.166 -758.335 -720.516 11603.7 -875.358 44032.8 23.0935 1150.46 414.939 -3450.91 2606.5 5608.79 966.934 -9445.14 20336.2 -23740.1 7602.13 5380.07 -5451.47 36294.3 43446.1 -19520.8 5733.75 24076.2 6439.49 8270.2 -7423.53 -6574.81 -10292
internal_weight=0 535240 95386 95260 1182 94078 89 439854 50587 44411 9675 3832 3440 2988 1163 294 392 1825 1745 956 452 404 869 144 110 6176 5428 5843 5678 3710
internal_count=4318164 535240 95386 95260 1182 94078 89 439854 50587 44411 9675 3832 3440 2988 1163 294 392 1825 1745 956 452 404 869 144 110 6176 5428 5843 5678 3710
is_linear=0
shrinkage=0.1


Tree=2700
num_leaves=31
num_cat=0
split_feature=1 5 1 5 2 3 4 5 3 2 1 1 4 1 0 3 3 0 0 1 5 3 0 1 6 5 3 5 3 4
split_gain=8.45918e+11 3.20846e+12 8.23576e+12 9.23622e+12 4.7236e+12 5.84065e+12 4.5383e+12 5.583e+12 3.93745e+12 4.0952e+12 5.46333e+12 4.72213e+12 4.99256e+12 3.74882e+12 2.30645e+13 1.52561e+13 7.14685e+12 8.65532e+12 8.46199e+12 1.6116e+13 1.45584e+13 1.2929e+13 2.19116e+13 2.21975e+13 1.83406e+13 3.22031e+13 1.51622e+13 1.25764e+13 1.10041e+13 1.59911e+13
threshold=86.067573200000012 24.010000000000002 86.192907650000009 18.050000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 13.050000000000002 5.5000000000000009 7.5000000000000009 92.928903050000017 92.896330950000007 1.5000000000000002 92.928903050000017 52.719210700000012 2.5000000000000004 9.5000000000000018 53.719078300000007 56.054485600000007 92.896330950000007 56.205000000000005 12.500000000000002 53.973051950000006 91.398302750000013 1.5000000000000002 75.015000000000015 16.500000000000004 94.040000000000006 17.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 -6 11 -11 -10 -13 14 15 -3 -16 -18 19 21 -20 24 23 -23 25 -19 -25 -27 -21 -30
right_child=1 13 4 -5 6 -7 -8 -9 9 10 -12 12 -14 -15 16 -17 17 18 20 28 -22 22 -24 26 -26 27 -28 -29 29 -31
leaf_value=-8.9680177879396261 -561.80710793235085 116.81073999297753 -3701.6864578336167 -25974.453769650558 3675.4211665654584 -29389.121772192157 34219.667336309525 -1553.1271895475711 5026.6674045138898 37121.709589843747 -33645.862695312499 21273.699908088238 73700.25420422676 -194.91940484785107 1633.4292550555513 -53705.239072341334 -23667.910140388634 -8060.8953605166244 -84.097932831042556 9521.9746561798165 -9292.2195038907921 56507.643013657624 646.82142788939154 44687.864736725569 -1976.0907701436631 -68790.625997488838 -4169.0789048685465 8208.6533955078121 1600.3873775135824 -45056.847044313115
leaf_weight=4147874 275 89 471 298 236 109 42 1635 36 20 24 34 39 83550 47918 129 157 707 5393 3089 2519 137 14124 86 7091 140 243 25 1597 77
leaf_count=4147874 275 89 471 298 236 109 42 1635 36 20 24 34 39 83550 47918 129 157 707 5393 3089 2519 137 14124 86 7091 140 243 25 1597 77
internal_value=0 218.44 -2908.67 -13778.2 -554.851 -8529.15 1683.82 1008.67 11776.1 24271.3 -1478.78 34665.8 49282.4 278.691 752.466 -31732 837.477 -240.394 -135.985 698.132 -3015.75 -418.111 1350.74 22685.9 -3659.05 -17344.6 8602.04 -57124.1 5983.59 -545.734
internal_weight=0 170290 3219 573 2646 580 2066 2024 389 153 44 109 73 167071 83521 218 83303 35385 35228 27316 7912 22553 14590 466 7963 872 329 165 4763 1674
internal_count=4318164 170290 3219 573 2646 580 2066 2024 389 153 44 109 73 167071 83521 218 83303 35385 35228 27316 7912 22553 14590 466 7963 872 329 165 4763 1674
is_linear=0
shrinkage=0.1


Tree=2701
num_leaves=31
num_cat=0
split_feature=3 1 5 5 2 0 0 3 1 3 3 0 1 1 5 0 0 5 5 2 3 1 0 5 5 3 1 3 0 1
split_gain=8.12993e+11 5.60316e+12 1.91942e+13 5.88692e+13 4.80734e+13 5.1884e+13 5.68521e+13 4.08294e+13 4.72887e+13 8.1632e+13 4.3442e+13 4.87273e+13 4.09602e+13 3.98854e+13 3.83008e+13 4.7311e+13 7.08683e+13 9.05632e+13 3.95075e+13 4.63157e+13 3.77781e+13 3.72962e+13 6.90328e+13 4.48828e+13 4.99033e+13 5.11958e+13 8.24938e+13 6.37959e+13 8.39824e+13 5.80956e+13
threshold=10.500000000000002 30.410108300000001 78.010000000000005 80.815000000000012 1.5000000000000002 59.853570100000006 59.863160500000006 5.5000000000000009 30.278357500000002 9.5000000000000018 8.5000000000000018 59.963407450000012 30.323743050000001 30.259484550000003 72.705000000000013 54.708501450000007 54.736324100000012 77.00500000000001 73.405000000000015 6.5000000000000009 6.5000000000000009 30.278357500000002 59.609407350000005 67.990000000000023 56.505000000000003 5.5000000000000009 30.315880100000005 9.5000000000000018 59.990816400000007 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -4 -6 -7 -8 9 10 -9 -12 -10 -11 21 -16 17 18 -17 20 -20 -1 -23 24 -24 -26 -27 29 -29 -28
right_child=-2 -3 3 -5 5 6 7 8 12 13 11 -13 -14 -15 15 16 -18 -19 19 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=1018.8792478010561 -55.731774172609022 67.582156604653036 -17113.408139054201 252.87393560618503 988.51448083601724 147144.57131696431 8169.2770367194407 11244.364835885068 84623.780104672333 -17062.787284825212 148690.59103483608 -17077.310203124998 29749.598784722228 -153045.26702665442 -41411.031965547452 -5036.3171503744843 -9787.755051664848 -46881.190855953471 84139.929929031496 130984.92713541666 13385.520413996665 -106514.71669921876 -1543.0470017731514 8686.1815302554114 644.18884009135138 -32921.108786112876 9574.4061971260435 -52963.055123177219 26093.903346129671 -12826.738244090548
leaf_weight=58828 1629650 2548796 378 22820 809 42 566 149 309 59 61 25 243 34 408 121 5796 137 131 75 178 64 34353 3291 3492 1763 1931 590 174 2891
leaf_count=58828 1629650 2548796 378 22820 809 42 566 149 309 59 61 25 243 34 408 121 5796 137 131 75 178 64 34353 3291 3492 1763 1931 590 174 2891
internal_value=0 33.782 -582.816 1898.08 15933.1 21371.3 32453.1 29121.8 42598 12525.5 43909 100502 60467.2 -66776.8 -1136.56 -8388.67 -6295.92 25228.5 44790.9 60491.7 43381.7 -674.191 -2725.72 -2588.72 -3409.76 -9324.99 -14062 -8109.88 -34957.9 -3856.06
internal_weight=0 2.68851e+06 139718 25495 2675 2297 1488 1446 880 328 235 86 552 93 114223 6846 6438 642 505 384 309 107377 48549 48485 45194 10841 7349 5586 764 4822
internal_count=4318164 2688514 139718 25495 2675 2297 1488 1446 880 328 235 86 552 93 114223 6846 6438 642 505 384 309 107377 48549 48485 45194 10841 7349 5586 764 4822
is_linear=0
shrinkage=0.1


Tree=2702
num_leaves=31
num_cat=0
split_feature=3 1 1 2 3 2 5 5 6 2 5 5 2 3 0 0 5 5 2 5 5 2 0 3 2 5 5 1 3 6
split_gain=9.221e+11 6.57146e+12 1.32315e+13 8.90535e+12 1.17745e+13 2.20564e+13 6.42787e+13 4.12838e+13 1.10878e+13 3.08778e+13 2.78537e+13 2.3334e+13 1.03331e+13 9.83486e+12 1.85642e+13 1.67532e+13 1.46938e+13 1.51079e+13 1.36184e+13 9.80643e+12 1.58824e+13 1.80212e+13 1.2921e+13 1.08708e+13 9.7467e+12 9.71754e+12 9.00877e+12 8.83013e+12 3.75631e+13 9.39093e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 3.5000000000000004 11.500000000000002 2.5000000000000004 85.91500000000002 92.035000000000011 1.5000000000000002 5.5000000000000009 69.610000000000014 102.01000000000001 10.500000000000002 14.500000000000002 54.708501450000007 54.725565150000001 75.750000000000014 64.020000000000024 9.5000000000000018 41.995000000000012 89.00500000000001 11.500000000000002 54.736324100000012 11.500000000000002 4.5000000000000009 103.45000000000002 91.050000000000011 30.102666750000001 10.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 -2 11 10 24 12 -5 14 -11 16 17 -16 -18 -17 21 22 -21 -24 -10 26 -6 28 29 -4
right_child=1 2 27 8 25 6 -8 -9 9 13 -12 -13 -14 -15 15 19 18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-51.196376298593037 19412.517950721245 -5087.5494584517046 74722.730165019137 5284.6334876428518 5366.3908918622392 21526.441582961314 192050.52963169644 -120363.3635827106 15380.70599295079 -34707.226918168504 -67877.424841395172 69925.88977238581 -4815.0060155181118 13323.190754601643 26267.697083938954 20768.904751420458 -11201.924825057517 129745.6857142857 34976.808809523813 -110764.54908088237 21583.148973651962 34903.661249999997 -67158.263825334827 1606.529607371795 -45893.713597972972 59965.411351751514 -29872.130950689934 33.848664855075853 1273.2531182399255 -10339.287341485508
leaf_weight=1938624 260 5038 245 3817 1255 105 28 23 87 176 141 52 1379 389 43 55 163 21 105 34 51 25 56 39 37 31 77 2361107 4425 276
leaf_count=1938624 260 5038 245 3817 1255 105 28 23 87 176 141 52 1379 389 43 55 163 21 105 34 51 25 56 39 37 31 77 2361107 4425 276
internal_value=0 41.71 31.7899 2825.63 9111.96 23838 57426.2 8052.64 1148.95 -6683.67 -37474.2 3271.28 2604.22 368.617 -6193.01 2284.19 17171.1 60221.4 6890.49 -16725.3 -26784.7 -42802.7 -57862 -38928.5 -2902.79 4617.46 3329.33 42.6905 4263.56 29661.1
internal_weight=0 2.37954e+06 2.37109e+06 8449 1779 416 133 283 6670 1422 265 5248 5196 1157 768 592 332 64 268 260 205 154 129 95 124 1363 1332 2.36605e+06 4946 521
internal_count=4318164 2379540 2371091 8449 1779 416 133 283 6670 1422 265 5248 5196 1157 768 592 332 64 268 260 205 154 129 95 124 1363 1332 2366053 4946 521
is_linear=0
shrinkage=0.1


Tree=2703
num_leaves=31
num_cat=0
split_feature=1 0 1 5 5 1 1 5 1 5 5 1 0 6 3 5 0 1 6 3 0 1 1 4 5 5 2 0 5 5
split_gain=8.7179e+11 6.71822e+12 1.71879e+13 1.00321e+13 1.34131e+13 1.53987e+13 3.07399e+13 3.13329e+13 2.21791e+13 2.11506e+13 2.01513e+13 2.60672e+13 1.9659e+13 2.2956e+13 1.87309e+13 1.7663e+13 1.87419e+13 1.76525e+13 2.23664e+13 1.73409e+13 2.63129e+13 5.2315e+13 2.63739e+13 2.57626e+13 2.31809e+13 4.29621e+13 2.3107e+13 2.28979e+13 1.83715e+13 1.7331e+13
threshold=38.781124500000011 60.063729500000008 35.911716050000003 29.610000000000003 32.005000000000003 30.410108300000001 30.362552800000003 92.035000000000011 30.451272450000005 46.010000000000012 60.310000000000009 30.578016350000002 61.674413550000004 1.5000000000000002 5.5000000000000009 74.610000000000014 61.674413550000004 30.502469200000004 1.5000000000000002 2.5000000000000004 61.785186750000001 34.359746700000009 34.359746700000009 2.5000000000000004 84.030000000000015 93.00500000000001 4.5000000000000009 61.785186750000001 93.00500000000001 59.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 29 9 -7 12 17 13 -10 -14 16 -13 18 -12 27 22 -22 23 -21 -23 -26 -27 28 -17 -8
right_child=-2 2 -4 4 5 8 7 -9 10 -11 11 15 14 -15 -16 19 -18 -19 -20 20 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=105.73020608597153 -29.576731434738232 6273.0792241310592 -41897.336568040118 -8812.2751239744484 -2378.9959593362082 4222.8700675624768 -10118.045217156661 -140245.14210759944 31933.805786379424 33554.35779348763 103303.39319556452 -28247.960247987692 2125.9359684985025 -18315.984201875122 -6719.4609546931943 110368.75135556176 10330.420851310246 100479.39783904247 9778.3746006795809 79728.223069852946 -10253.658025070717 -757.62755604619576 -40756.328830676735 -10790.064119855526 176893.32661994488 -4690.6213068181814 111516.49614955357 -19064.85460111178 5796.2317243303578 -43436.895768531977
leaf_weight=1270750 3012745 1715 104 2374 11988 674 570 22 99 387 31 132 7280 1113 3567 42 2738 39 146 34 406 46 343 418 34 44 28 52 28 215
leaf_count=1270750 3012745 1715 104 2374 11988 674 570 22 99 387 31 132 7280 1113 3567 42 2738 39 146 34 406 46 343 418 34 44 28 52 28 215
internal_value=0 68.2594 -1305.19 -1183.05 -1572.31 -1008.34 -3650.72 -22542.3 903.842 14921.5 8.96944 5670.87 -2132.49 -14211.4 -782.843 3985.29 8556.08 39577.5 26158.5 -4908.4 -8164.3 8481.38 -19847.7 -3981.17 58523.7 84249.5 40501 31200.1 68539.7 -19243.6
internal_weight=0 1.30542e+06 34669 34565 32850 30476 12795 807 17681 1061 16620 4561 12059 1212 10847 4345 2870 216 177 1475 1353 558 795 452 152 106 72 122 70 785
internal_count=4318164 1305419 34669 34565 32850 30476 12795 807 17681 1061 16620 4561 12059 1212 10847 4345 2870 216 177 1475 1353 558 795 452 152 106 72 122 70 785
is_linear=0
shrinkage=0.1


Tree=2704
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 3 3 6 5 4 1 3 5 4 3 3 3 3 1 1 1 5 1 0 6 5 5 4 0 1
split_gain=8.81252e+11 2.04904e+13 4.29823e+13 3.03595e+13 4.58718e+13 3.06097e+13 3.39595e+13 8.44414e+13 8.80925e+13 7.57358e+13 5.81675e+13 8.03129e+13 9.43524e+13 5.78563e+13 4.91758e+13 4.47035e+13 9.93769e+13 9.78768e+13 6.08009e+13 5.72784e+13 4.7504e+13 4.52229e+13 4.37937e+13 5.71793e+13 4.91342e+13 4.46972e+13 4.33832e+13 5.01905e+13 4.183e+13 4.8285e+13
threshold=55.899899800000007 55.924336300000007 53.664171200000006 37.998366300000008 32.615000000000009 25.500000000000004 13.500000000000002 1.5000000000000002 62.710000000000008 2.5000000000000004 37.712318250000003 4.5000000000000009 65.905000000000015 3.5000000000000004 12.500000000000002 22.500000000000004 21.500000000000004 17.500000000000004 37.362912300000012 37.777459000000007 37.869926150000005 33.005000000000003 37.712318250000003 55.91302515000001 1.5000000000000002 70.50500000000001 125.85000000000001 4.5000000000000009 55.91302515000001 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 10 11 -10 -13 15 26 16 17 21 -17 -20 -18 -8 -23 -24 25 -25 27 -11 29 -19
right_child=1 -3 -4 -5 5 -7 13 8 9 14 -12 12 -14 -15 -16 18 20 28 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-29.543714910789618 -8579.1249635672211 4.4079970045939696 -63610.430732322231 -4075.0489220406835 -14843.520713033635 52861.399891493056 68148.906225339335 7870.9265586126567 21627.620887784095 17241.203637840525 42285.743386520713 298714.61918285477 96925.673834425412 -37963.311048867297 117904.23579963237 -112231.97856570513 -25767.571569304604 31760.984505445944 18974.62320685001 -10817.579803817749 116022.48776041668 -7538.6895224481868 -4292.7970086220985 32649.162261962891 11414.799504049066 117239.22464355468 115587.0040571733 -131779.37591711956 20977.304400736251 118835.78609783271
leaf_weight=3024581 2601 1260308 98 5496 1195 135 99 6128 55 1303 286 37 62 349 51 39 1527 137 3338 800 24 4023 2437 285 2083 80 44 23 421 119
leaf_count=3024581 2601 1260308 98 5496 1195 135 99 6128 55 1303 286 37 62 349 51 39 1527 137 3338 800 24 4023 2437 285 2083 80 44 23 421 119
internal_value=0 69.0774 2518.47 2713.8 4061.71 5372.67 5115.66 9949.2 13657.7 32712.7 68966.1 118515 172342 2299.15 21487.2 3210.88 -73.0004 3690.87 12043.6 13214.9 -23573.5 934.631 187.638 6550.59 17345.3 51189.4 17897.9 14656.4 40360.6 72237.2
internal_weight=0 1.29358e+06 33275 33177 27681 25080 24945 9184 7989 1861 440 154 99 15761 1421 15412 11235 9684 4177 4138 1551 9007 8908 4885 2448 365 1370 1326 677 256
internal_count=4318164 1293583 33275 33177 27681 25080 24945 9184 7989 1861 440 154 99 15761 1421 15412 11235 9684 4177 4138 1551 9007 8908 4885 2448 365 1370 1326 677 256
is_linear=0
shrinkage=0.1


Tree=2705
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 1 3 0 3 5 1 3 5 3 0 5 2 5 5 4 1 3 0 1 3 3 5 2 3
split_gain=8.77024e+11 3.95357e+12 1.90793e+13 1.16234e+13 3.15058e+13 3.00752e+13 2.47618e+13 2.3357e+13 2.23335e+13 3.3251e+13 3.38598e+13 2.6242e+13 2.07063e+13 2.91861e+13 1.4603e+13 3.26814e+13 1.56362e+13 1.51215e+13 1.34896e+13 2.37067e+13 1.42493e+13 1.2251e+13 1.18271e+13 1.30783e+13 1.20251e+13 1.17403e+13 1.0884e+13 1.03996e+13 1.16358e+13 1.05755e+13
threshold=61.785186750000001 60.693675950000006 114.17164950000002 50.388877400000005 79.730000000000018 74.610000000000014 34.359746700000009 2.5000000000000004 61.674413550000004 9.5000000000000018 69.015000000000015 30.160599000000001 2.5000000000000004 93.00500000000001 3.5000000000000004 61.674413550000004 66.990000000000023 1.5000000000000002 132.05000000000004 120.05000000000001 2.5000000000000004 30.578016350000002 12.500000000000002 61.674413550000004 46.037218400000008 3.5000000000000004 2.5000000000000004 105.35000000000001 13.500000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 8 -5 11 10 -10 -3 13 -6 15 -9 -16 -17 19 20 -14 -13 23 24 26 -23 -8 29 -29 -7
right_child=-2 2 -4 5 12 27 22 14 9 -11 -12 21 18 -15 16 17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.2950289747344383 -541.62978986522978 2914.5464695742321 -17134.684264330182 -15692.204112673331 134576.75785156252 22395.32213513834 -17075.939781967474 10402.831020538464 9998.0395957601377 -7281.9495332211554 42452.085028787194 -52034.924411272325 -89277.686115056829 -11115.567418323864 3269.3725378511144 155931.94327059659 -7286.7954828601469 49532.138014131437 -71619.549020010963 60410.846372357541 -21792.293257710473 11312.792742127864 -21118.101736800891 -2132.3463658816795 -6299.0831156716422 -23266.114545674227 -81611.182689557769 -2058.2453693048424 76143.205000000002 -12395.612448055188
leaf_weight=4258578 29690 1779 560 728 20 1239 49 458 3004 1002 360 105 33 44 12174 22 1586 34 57 34 603 131 409 4378 134 392 56 391 20 94
leaf_count=4258578 29690 1779 560 728 20 1239 49 458 3004 1002 360 105 33 44 12174 22 1586 34 57 34 603 131 409 4378 134 392 56 391 20 94
internal_value=0 3.74982 1149.71 1498.74 -796.921 3224.67 498.312 1779.74 4444.61 8708.28 13471.1 -3289.17 -20117.3 34413.3 2670.84 19220 2052.65 91332.1 -24917.8 -20944.7 -25293.9 -20863.1 -4819.69 -3375.88 -26154.9 -14604.9 -51494.7 15654.1 1747.18 19941.9
internal_weight=0 4.28847e+06 29896 29336 12590 16746 11799 15002 6773 4366 3364 2407 791 64 14274 514 13760 56 727 670 636 628 5026 4617 239 523 105 1744 411 1333
internal_count=4318164 4288474 29896 29336 12590 16746 11799 15002 6773 4366 3364 2407 791 64 14274 514 13760 56 727 670 636 628 5026 4617 239 523 105 1744 411 1333
is_linear=0
shrinkage=0.1


Tree=2706
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 3 2 2 0 6 5 0 1 0 0 1 1 0 3 0 3 2 6 5 5 2 0 1 1
split_gain=8.3513e+11 5.58994e+12 2.37751e+13 5.24929e+13 1.09795e+14 1.05089e+14 6.82436e+13 6.76634e+13 5.63026e+13 5.04281e+13 7.99053e+13 4.78658e+13 4.22238e+13 4.13258e+13 8.45071e+13 7.48247e+13 5.15907e+13 4.56099e+13 7.87367e+13 8.15442e+13 6.2079e+13 2.12144e+14 1.73823e+14 7.53843e+13 6.25565e+13 5.84494e+13 5.31118e+13 4.46522e+13 4.40123e+13 4.35312e+13
threshold=10.500000000000002 14.500000000000002 37.752451500000006 37.792847950000002 55.719391050000006 55.734663800000007 11.500000000000002 3.5000000000000004 1.5000000000000002 55.601678500000013 1.5000000000000002 51.815000000000005 55.628356700000005 37.615058950000012 55.68356880000001 55.664473600000008 37.692869000000009 37.692869000000009 55.777112100000004 11.500000000000002 55.751981950000008 11.500000000000002 7.5000000000000009 1.5000000000000002 53.995000000000012 73.405000000000015 4.5000000000000009 55.784980300000008 37.737121850000008 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 9 7 -7 -6 -8 -4 11 -11 -12 -2 15 -15 -17 20 25 -20 21 22 -16 24 -23 -19 -26 -21 -29 -25
right_child=1 -3 3 -5 5 6 8 -9 -10 10 12 -13 -14 14 17 16 -18 18 19 27 -22 23 -24 29 26 -27 -28 28 -30 -31
leaf_value=34.238804790990635 -146.96382258222334 36.166679085186381 -12963.034852642035 -872.36979964634725 2002.0768932291667 -95626.618864493546 -92033.460097947769 -72707.455301637281 2771.8034950644555 54572.315412126511 63422.138704641249 204934.12355769231 739.12385449160138 -643.64796127175623 -131192.88327017258 -57853.294556784516 -6930.1288896764854 -29017.876258049087 82256.232159674662 52367.569968950324 9139.9681737677383 38775.655312724288 92314.552925531927 43729.471728034347 52481.550619482034 30076.854306739267 139074.73359842817 172.66427946224482 50952.765733446999 3078.5653388197297
leaf_weight=2688514 123194 1303445 1892 177048 150 87 67 632 963 114 114 26 1874 5627 134 414 383 1082 146 195 6964 332 47 558 123 198 167 2994 181 499
leaf_count=2688514 123194 1303445 1892 177048 150 87 67 632 963 114 114 26 1874 5627 134 414 383 1082 146 195 6964 332 47 558 123 198 167 2994 181 499
internal_value=0 -56.4854 -426.703 -1182.07 -10445.8 -30261.9 -10578.8 -58377 -3395.14 -1084.9 9475.93 82496.7 4333.62 538.175 4749.16 -4705.37 -33382.1 9208.48 1359.13 9090.02 13474.7 29704.5 -73155 40793 68415.2 -19876.7 102347 5920.2 3067.53 24538.6
internal_weight=0 1.62965e+06 326205 182967 5919 1899 1117 782 1030 4020 2128 140 1988 143238 20044 6424 797 13620 4796 3516 8824 1860 181 1679 622 1280 290 3370 3175 1057
internal_count=4318164 1629650 326205 182967 5919 1899 1117 782 1030 4020 2128 140 1988 143238 20044 6424 797 13620 4796 3516 8824 1860 181 1679 622 1280 290 3370 3175 1057
is_linear=0
shrinkage=0.1


Tree=2707
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 1 0 0 3 3 3 5 5 5 0 5 3 3 5 1 3 2 1 3 1 3 3 1 3
split_gain=8.67843e+11 6.82589e+12 2.13469e+13 1.79428e+13 3.43569e+13 5.74321e+13 3.50818e+13 3.37735e+13 4.76781e+13 3.97658e+13 3.72306e+13 3.91415e+13 3.87615e+13 6.40922e+13 5.22726e+13 3.50451e+13 7.32592e+13 6.68222e+13 5.38817e+13 3.72478e+13 3.32574e+13 4.66789e+13 4.66055e+13 3.28884e+13 4.24416e+13 3.96746e+13 3.21656e+13 3.13883e+13 3.34554e+13 2.92909e+13
threshold=56.758269450000007 56.895161300000005 61.42204370000001 1.5000000000000002 15.500000000000002 35.911716050000003 53.140944450000006 56.838612000000005 56.831297550000009 7.5000000000000009 18.500000000000004 29.500000000000004 116.06000000000002 105.35000000000001 98.020000000000024 56.802385350000009 70.00500000000001 23.500000000000004 22.500000000000004 81.00500000000001 60.601268000000012 12.500000000000002 6.5000000000000009 60.08989780000001 16.500000000000004 60.611165000000007 25.500000000000004 8.5000000000000018 34.359746700000009 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 27 -7 8 15 -10 -11 12 13 14 -12 -2 23 18 -18 -20 29 22 -22 -17 -25 26 -26 28 -5 -9
right_child=1 -3 -4 4 -6 6 -8 20 9 10 11 -13 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-23.311364922528607 122.71802337004922 -41.144440859558713 -13475.958196676002 -61923.685520833336 -2734.4607770392818 -11456.90681026078 1101.7109744886918 4369.0397282566455 -67002.56973731365 4477.8824935109997 -14780.391781328488 10934.017812115526 -145524.0926630435 154859.83387784092 -114901.54659492926 -7976.3926561783992 38655.423392382756 8715.5792535351393 20851.341933593751 185439.71384943184 24636.94926417958 9460.1595665268687 89718.386224145695 31873.972967784022 36094.059238196198 -8019.3477831307191 3749.0250296288596 10606.969283625243 47017.565943519876 -24903.021982943075
leaf_weight=3399081 16558 754338 1060 30 31038 2284 85131 8596 109 2166 3237 635 23 22 53 1959 801 1121 20 44 528 3701 139 623 488 1511 831 1214 467 356
leaf_count=3399081 16558 754338 1060 30 31038 2284 85131 8596 109 2166 3237 635 23 22 53 1959 801 1121 20 44 528 3701 139 623 488 1511 831 1214 467 356
internal_value=0 86.2133 669.362 760.965 130.874 1128.72 773.576 2500.68 650.647 -7131.33 -6067.77 -11821.4 -16154.1 -15255.7 -16393.3 2679.3 8401.37 24828.6 45710.3 134006 6695.35 13848.7 38199.6 2373.21 8244.89 3043.15 15716 19273.1 40441.6 3204.96
internal_weight=0 919083 164745 163685 120164 89126 87415 43521 30201 6245 6136 3970 3335 3312 3290 23956 7398 1986 865 64 13320 4368 667 5412 3453 2830 1319 1711 497 8952
internal_count=4318164 919083 164745 163685 120164 89126 87415 43521 30201 6245 6136 3970 3335 3312 3290 23956 7398 1986 865 64 13320 4368 667 5412 3453 2830 1319 1711 497 8952
is_linear=0
shrinkage=0.1


Tree=2708
num_leaves=31
num_cat=0
split_feature=0 0 5 0 1 3 1 1 3 1 0 1 0 6 1 0 3 1 5 4 3 0 3 0 5 3 0 1 1 1
split_gain=9.67149e+11 9.03849e+12 2.53396e+13 2.77572e+13 1.60096e+14 2.85251e+14 8.38936e+13 2.711e+14 2.48043e+14 2.34324e+14 2.23769e+14 3.65904e+14 2.15303e+14 2.14595e+14 1.89929e+14 1.74206e+14 1.59357e+14 1.26065e+14 1.69e+14 2.72961e+14 2.83896e+14 7.42019e+14 2.22061e+14 2.95733e+14 1.41109e+14 1.23899e+14 1.23279e+14 1.13383e+14 1.54938e+14 1.2867e+14
threshold=55.576287050000012 55.734663800000007 32.910000000000004 55.701368300000006 37.417247200000006 8.5000000000000018 37.642309100000013 37.559851850000008 16.500000000000004 37.737121850000008 55.719391050000006 37.692869000000009 55.719391050000006 1.5000000000000002 37.533784800000006 55.708120100000009 9.5000000000000018 37.457850350000008 54.410000000000004 2.5000000000000004 13.500000000000002 55.719391050000006 16.500000000000004 55.719391050000006 68.52500000000002 9.5000000000000018 55.708120100000009 37.944765900000007 49.148175700000003 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 14 12 10 11 16 13 15 17 -9 -8 24 22 20 21 -20 -19 -24 -6 -16 -18 29 -29 -11
right_child=1 -3 3 4 6 -7 9 8 -10 27 -12 -13 -14 -15 25 -17 26 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=42.331362500205387 2066.7448240642257 30.631111084757265 -330.56431914750328 16040.120145953622 2597.4606511702659 -29424.591494211447 -59461.02815231758 58470.853935318883 -97508.437361907971 1424.2086441571664 -1701.5659576383239 -94468.488106282559 87370.630501322768 -487.24500830503541 -14838.431250000001 250340.28165409481 -35179.772771749143 -24879.945091616515 -730727.88736979174 2036.4349495590004 -81416.544673929588 64125.161582880435 141538.70569152833 -35507.775008986777 64859.081054466558 -243844.59343171297 28149.802830552566 -14491.955757250216 3339.4836922754603 21839.660962775066
leaf_weight=2398881 30814 1671564 160917 1894 2063 5085 597 257 128 12794 2793 894 787 1033 42 58 509 823 24 442 385 23 224 163 442 54 776 8993 10636 4069
leaf_count=2398881 30814 1671564 160917 1894 2063 5085 597 257 128 12794 2793 894 787 1033 42 58 509 823 24 442 385 23 224 163 442 54 776 8993 10636 4069
internal_value=0 -52.9093 -616.625 -997.831 -2915.64 -17086.1 -897.732 9282 37703.5 -2579.31 -21685.7 -41792.3 45809.9 21545.6 -4446.47 93799.2 -16769.7 -1534.29 -19705.9 -53212.6 -109741 -341757 4496.45 66968.7 13583.3 -143654 3064.39 336.498 -4829.97 6350.41
internal_weight=0 1.91928e+06 247719 216905 55988 6979 49009 6948 2263 42061 5569 2776 2135 1348 4685 315 1882 4589 2084 874 432 47 1210 387 2505 96 1285 36492 19629 16863
internal_count=4318164 1919283 247719 216905 55988 6979 49009 6948 2263 42061 5569 2776 2135 1348 4685 315 1882 4589 2084 874 432 47 1210 387 2505 96 1285 36492 19629 16863
is_linear=0
shrinkage=0.1


Tree=2709
num_leaves=31
num_cat=0
split_feature=3 6 5 4 1 0 1 1 0 0 1 5 5 5 1 0 1 1 1 0 5 1 5 1 5 3 3 1 5 0
split_gain=1.02341e+12 6.14959e+12 2.81492e+13 3.38241e+13 3.8992e+13 4.34064e+13 6.14585e+13 9.94063e+13 8.76322e+13 5.69154e+13 4.46944e+13 4.3369e+13 4.2508e+13 3.99429e+13 3.55035e+13 3.15916e+13 5.29006e+13 6.78963e+13 6.09051e+13 1.0732e+14 7.3805e+13 6.11872e+13 5.84022e+13 5.15657e+13 4.75615e+13 4.59794e+13 4.51375e+13 5.05173e+13 5.3276e+13 4.20384e+13
threshold=9.5000000000000018 1.5000000000000002 39.025000000000013 2.5000000000000004 47.282206100000003 56.791364150000007 82.784560750000011 61.880021000000006 54.99493995000001 55.099723300000008 65.610478850000007 89.00500000000001 56.835000000000008 62.385000000000012 39.080602550000002 55.078308950000007 30.388336800000001 37.726745000000001 37.869926150000005 55.664473600000008 88.015000000000015 37.737121850000008 74.610000000000014 20.507360500000004 94.040000000000006 3.5000000000000004 8.5000000000000018 38.969379750000009 90.015000000000015 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 14 6 7 -6 -8 11 13 12 -10 -7 -4 23 25 22 19 -19 21 -21 -18 -5 -24 -17 -25 -28 -29 -27
right_child=-2 -3 3 15 5 10 8 -9 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 24 26 -26 29 27 28 -30 -31
leaf_value=1405.5443379335759 43.941560866530622 0.52852257663767965 -2635.2628752386759 -14437.072345598273 -9693.6803712513465 1453.0252560220306 -11370.676150898274 -55030.598323129132 15516.06290107809 -791.29780051055081 -24643.612882955535 -20458.49303181054 48120.38597275113 25040.930749953633 2508.8322303392124 -100516.69327755491 4572.3202629532107 -47498.771905474292 -1229.4757963246229 29436.795312667222 217.54666956937251 115044.6991015625 -27350.665505776822 3656.1982994160485 5261.5137318330653 -3908.9163383717105 47871.725519624961 23948.431034687907 -7020.1806731333927 19792.761394299931
leaf_weight=47976 2379540 1772842 42635 1099 13946 2910 4179 501 1211 2829 495 223 597 953 19578 37 1189 141 9321 146 187 195 2513 6166 544 1145 495 1543 868 2160
leaf_count=47976 2379540 1772842 42635 1099 13946 2910 4179 501 1211 2829 495 223 597 953 19578 37 1189 141 9321 146 187 195 2513 6166 544 1145 495 1543 868 2160
internal_value=0 -53.9355 -636.364 -1467.92 -2408.5 -5518.81 -7219.6 -11265.9 -752.413 8377.98 3647.02 21150 26282 7272.15 -1016.45 1584.64 -981.968 -3639.97 862.352 30007.2 50704.9 78391.5 -14233 6020.37 -21547.3 10340.4 8498.63 18773.4 12799.2 11581.4
internal_weight=0 1.93862e+06 165782 117806 90057 27844 23486 14447 9039 4860 4358 2031 1808 3863 62213 27749 17578 14236 9990 669 528 341 4246 10171 3057 3342 9072 2906 2411 3305
internal_count=4318164 1938624 165782 117806 90057 27844 23486 14447 9039 4860 4358 2031 1808 3863 62213 27749 17578 14236 9990 669 528 341 4246 10171 3057 3342 9072 2906 2411 3305
is_linear=0
shrinkage=0.1


Tree=2710
num_leaves=31
num_cat=0
split_feature=0 0 3 3 2 1 3 5 2 5 6 1 5 5 1 3 5 3 5 5 1 3 1 1 5 5 3 5 1 3
split_gain=9.36594e+11 2.6032e+12 7.99014e+12 1.17168e+13 9.13379e+12 5.69865e+12 9.67834e+12 2.22744e+13 1.48397e+13 1.23067e+13 1.04029e+13 1.26104e+13 1.5453e+13 2.12116e+13 2.37899e+13 1.91683e+13 1.15894e+13 1.29695e+13 1.77173e+13 1.1544e+13 9.87323e+12 9.74068e+12 9.73871e+12 2.86286e+13 1.03686e+13 2.76014e+13 9.74119e+12 1.06102e+13 9.52876e+12 9.24748e+12
threshold=43.056445700000005 42.966471700000007 17.500000000000004 19.500000000000004 12.500000000000002 47.473138800000008 11.500000000000002 74.610000000000014 9.5000000000000018 54.990000000000002 1.5000000000000002 47.282206100000003 99.555000000000021 92.035000000000011 44.660994650000006 9.5000000000000018 100.05000000000001 3.5000000000000004 137.05000000000004 69.610000000000014 44.660994650000006 8.5000000000000018 47.282206100000003 46.037218400000008 85.020000000000024 86.02500000000002 4.5000000000000009 86.810000000000016 44.660994650000006 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 10 9 -9 -8 11 12 13 -3 -15 -14 22 -18 -19 -13 -20 -22 23 24 -12 -26 27 -24 -17 -7
right_child=-2 5 3 -5 -6 29 7 8 -10 -11 16 19 15 14 -16 28 17 18 20 -21 21 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-220.8866373280147 -4.0374893733992092 12833.955936554459 78009.760278320318 1102.5982309194712 -19447.953679228402 4098.0204443402927 -8163.9225281475956 -42476.744038224322 8311.2837812500002 30276.867493338181 -3267.3234848055527 -12843.829633658675 763.0727790178571 19697.845712209306 134618.2552797379 -23048.154907226562 73816.186052389719 23938.61677209655 -71663.919583333336 7882.6633479756529 -32580.544859095986 32511.815404647437 -10041.147109175703 -108002.21970486111 -91375.310714285719 -8837.5235739944328 5287.5590743561761 -86503.316132812513 -119494.43913690477 -60853.834161931823
leaf_weight=15791 4285952 1332 32 52 251 6027 235 247 75 129 3692 543 280 43 31 20 34 268 30 532 56 39 196 27 49 234 1904 20 21 22
leaf_count=15791 4285952 1332 32 52 251 6027 235 247 75 129 3692 543 280 43 31 20 34 268 30 532 56 39 196 27 49 234 1904 20 21 22
internal_value=0 537.206 -360.648 30400.6 -521.722 1437.29 -23.8813 -11488.7 -30647.2 5459.32 817.187 5916.38 11209.2 15729 67840.2 -8587.81 -1364.51 14564 9437.87 -2586.63 -21651.7 -5858.42 -2475.5 -5378.41 -4681.34 -23128.5 3004.43 -17121 -72447.5 3861.79
internal_weight=0 32212 16126 84 16042 16086 10037 686 322 364 9351 2802 1727 1406 74 321 6549 427 393 1075 125 95 6122 4002 3975 283 2120 216 41 6049
internal_count=4318164 32212 16126 84 16042 16086 10037 686 322 364 9351 2802 1727 1406 74 321 6549 427 393 1075 125 95 6122 4002 3975 283 2120 216 41 6049
is_linear=0
shrinkage=0.1


Tree=2711
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 4 0 5 0 0 3 3 5 6 3 0 4 2 5 2 3 5 5 2 1 3 5 5
split_gain=9.22091e+11 1.82878e+13 5.25366e+13 6.1712e+13 5.19137e+13 4.03386e+13 3.26438e+13 3.55204e+13 2.535e+13 2.15828e+13 2.00342e+13 5.08034e+13 2.64558e+13 5.63241e+13 1.4229e+14 5.4268e+13 6.13879e+13 4.28846e+13 3.37071e+13 2.86129e+13 5.02801e+13 6.46489e+13 4.31006e+13 4.40012e+13 2.79033e+13 2.54131e+13 4.83027e+13 2.51752e+13 2.3736e+13 3.52836e+13
threshold=38.996948700000011 38.975980350000007 45.133160800000006 45.013473000000012 7.5000000000000009 95.020000000000024 45.091904500000005 2.5000000000000004 45.112033650000008 37.505000000000003 45.067452850000002 45.053747000000008 9.5000000000000018 19.500000000000004 70.00500000000001 1.5000000000000002 24.500000000000004 45.047272400000004 1.5000000000000002 14.500000000000002 72.705000000000013 16.500000000000004 16.500000000000004 84.030000000000015 39.805000000000007 1.5000000000000002 38.984911950000004 22.500000000000004 161.85000000000002 87.395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 9 -8 -9 -5 11 12 -11 19 17 27 -17 18 24 25 -21 22 -22 -24 -15 26 -14 -16 29 -13
right_child=-2 2 4 6 -6 -7 7 8 -10 10 -12 28 13 14 15 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=10.658886514330739 -33.05973880235554 -15161.711707564478 4667.5143369319812 -3174.2651301087112 -11220.335559473366 -90027.801567382819 10660.065326627824 54612.402226072787 1294.2319112982632 -1313.6629103175419 421.02539173182595 16979.072119288725 -39762.203637695318 56154.671010834318 -69241.361612215915 -70023.734214052063 14584.325148326945 -75396.945157724069 36155.001429404678 18273.165185546877 71799.294806134261 -44077.915865384617 95103.301488095254 289722.04691256012 2629.7329592692058 13152.658117239407 106985.79422591145 27531.997367911503 -87889.555781250005 53436.191831360877
leaf_weight=1428691 2856253 717 3585 3386 4824 80 2877 339 121 4295 5278 2143 32 106 33 449 106 53 568 232 54 26 21 26 1200 2126 75 145 20 303
leaf_count=1428691 2856253 717 3585 3386 4824 80 2877 339 121 4295 5278 2143 32 106 33 449 106 53 568 232 54 26 21 26 1200 2126 75 145 20 303
internal_value=0 64.5915 2384.07 4699.23 -4446.89 -22676.5 5607.8 14785.5 40587.4 4126.64 5556.34 7812.57 4507.48 9267.91 -954.687 -38455 -53864.4 13309.8 15818.6 19758.7 45962.3 96543.9 132744 202765 6974.02 15545.9 63098.5 9590.87 20608.1 21495.2
internal_weight=0 1.46191e+06 33220 24811 8409 797 24014 3337 460 20677 17291 12013 9547 5252 2660 733 555 1927 1874 2592 359 127 101 47 1306 2233 107 178 2466 2446
internal_count=4318164 1461911 33220 24811 8409 797 24014 3337 460 20677 17291 12013 9547 5252 2660 733 555 1927 1874 2592 359 127 101 47 1306 2233 107 178 2466 2446
is_linear=0
shrinkage=0.1


Tree=2712
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 2 0 1 3 3 3 3 3 0 3 1 0 2 3 0 0 2 2 4 2 3 6 0 1
split_gain=8.99151e+11 8.53809e+12 4.90005e+13 5.2594e+13 2.8891e+13 3.37898e+13 5.21864e+13 3.00394e+13 6.20754e+13 3.16114e+13 5.58511e+13 3.72531e+13 2.73356e+13 3.85027e+13 3.77556e+13 2.59767e+13 3.17204e+13 2.84876e+13 3.02905e+13 3.38663e+13 2.56953e+13 4.17588e+13 2.53929e+13 2.18128e+13 2.17732e+13 1.96281e+13 2.05173e+13 1.9091e+13 2.00166e+13 1.88723e+13
threshold=98.020000000000024 99.555000000000021 59.932719750000011 59.939091550000008 30.323743050000001 37.642309100000013 16.500000000000004 56.143542450000005 30.425002000000003 8.5000000000000018 16.500000000000004 6.5000000000000009 5.5000000000000009 6.5000000000000009 60.063729500000008 9.5000000000000018 30.278357500000002 60.063729500000008 4.5000000000000009 10.500000000000002 43.592450450000008 43.056445700000005 22.500000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 8.5000000000000018 1.5000000000000002 55.812836050000008 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 9 -9 11 -11 24 14 -14 23 16 -15 18 29 -20 21 -7 -22 -5 -6 26 -10 -12 -29 -17
right_child=1 -3 3 12 5 20 -8 8 25 10 27 -13 13 15 -16 17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=8.2129953213146187 -38127.172519678425 -85.783146538534851 112737.9534765625 -36890.902478448283 -12753.555408653847 -6099.4350763494322 87514.266030738479 13421.525548598345 -126802.5477241848 -28691.171172043374 92212.777220394753 153221.79753639916 -132253.17146728517 166227.80639204546 178447.74299538354 -88149.39230182927 14598.560377956081 -105811.548828125 -85742.164630681829 45982.347323202674 -6690.7125150610918 -114289.62434895833 -85802.434503620432 84733.779088541676 88416.044194878486 -153132.48988591976 -2146.8057144657259 56682.87555259146 -17940.504284667968 -2937.55605193662
leaf_weight=4182669 282 129703 60 29 52 88 84 153 23 232 57 33 20 22 22 41 37 24 22 173 3890 60 41 30 36 33 31 82 64 71
leaf_count=4182669 282 129703 60 29 52 88 84 153 23 232 57 33 20 22 22 41 37 24 22 173 3890 60 41 30 36 33 31 82 64 71
internal_value=0 -253.531 -4010 24357.3 -6992.32 -5221.8 12550 4639.2 -24928.7 17402.3 4826.62 62612.5 13557.2 3069.62 66642.3 10009.3 71138.3 -886.859 7315.72 31121.1 -9055.87 -49960.3 -7515.84 24952.2 28634 -92372.2 -55240.9 43132.7 23971.3 -34131.2
internal_weight=0 135495 5792 551 5241 4959 880 796 240 556 435 121 491 410 81 390 59 331 307 195 4079 148 3931 59 88 87 54 203 146 112
internal_count=4318164 135495 5792 551 5241 4959 880 796 240 556 435 121 491 410 81 390 59 331 307 195 4079 148 3931 59 88 87 54 203 146 112
is_linear=0
shrinkage=0.1


Tree=2713
num_leaves=31
num_cat=0
split_feature=1 4 0 5 5 5 5 0 5 3 5 3 4 3 0 3 5 1 3 5 2 4 5 5 5 2 5 5 5 4
split_gain=8.84917e+11 3.09173e+12 1.22845e+13 1.52626e+13 1.67671e+13 1.22393e+13 1.55345e+13 1.48937e+13 1.24309e+13 1.46931e+13 2.63566e+13 1.63977e+13 1.26763e+13 1.20584e+13 1.19628e+13 1.33429e+13 1.10397e+13 1.03159e+13 9.83231e+12 9.14443e+12 8.0677e+12 9.64794e+12 2.04387e+13 9.20262e+12 8.7992e+12 7.96617e+12 8.43981e+12 1.42547e+13 1.37312e+13 7.86219e+12
threshold=86.067573200000012 2.5000000000000004 51.67657710000001 60.005000000000003 69.015000000000015 78.710000000000022 112.04500000000002 50.565831500000009 79.730000000000018 7.5000000000000009 100.05000000000001 20.500000000000004 3.5000000000000004 5.5000000000000009 48.713222300000005 9.5000000000000018 65.045000000000016 114.17164950000002 6.5000000000000009 76.00500000000001 1.5000000000000002 3.5000000000000004 81.910000000000011 86.02500000000002 84.030000000000015 1.5000000000000002 51.015000000000008 57.005000000000003 58.995000000000012 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 17 14 7 8 19 -7 10 20 12 -11 -8 -5 16 -16 -3 25 29 -10 22 -22 24 -24 -19 -27 -28 -29 -6
right_child=1 2 -4 4 5 6 13 -9 9 11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-9.1724119400879971 -49.830648234844752 -25057.958585831926 1220.7259034271126 3658.1181968330538 5292.5282556573284 -66529.086789772729 -15015.343437924592 -25679.522659000882 -45950.91960671165 37942.685465625 -123212.950375 -59364.129631696436 -33494.331772933474 79910.997460937506 -9525.5939633722173 -71902.578868447585 -37524.582071079923 -8246.1144958496097 -16035.153426621837 60652.656812764835 -69751.366964285713 -27182.230234375005 23065.018080357142 -1900.308135775862 111701.49700520834 -11055.45294921875 70595.759702034891 -23701.31471221301 43056.811862292925 60057.075000000004
leaf_weight=4147874 120666 74 47498 149 145 44 23 71 66 125 25 28 31 32 292 62 272 64 79 59 21 100 21 29 24 40 86 49 83 32
leaf_count=4147874 120666 74 47498 149 145 44 23 71 66 125 25 28 31 32 292 62 272 64 79 59 21 100 21 29 24 40 86 49 83 32
internal_value=0 223.419 887.854 -6549 -11093.7 -1614.9 -10297.3 14477.2 -15702.3 -10944 -25125.9 11099.5 23746.9 40214.5 -21807.8 -27869.2 -23028.7 9247.48 15578.2 26558.3 -15730.5 -5502.1 17319.1 42028.3 70337.8 23334.2 31168.1 38915.5 18275.4 15193.5
internal_weight=0 170290 49624 2126 1651 876 569 307 514 470 286 184 156 55 775 626 564 475 401 236 261 195 95 74 45 322 258 218 132 177
internal_count=4318164 170290 49624 2126 1651 876 569 307 514 470 286 184 156 55 775 626 564 475 401 236 261 195 95 74 45 322 258 218 132 177
is_linear=0
shrinkage=0.1


Tree=2714
num_leaves=31
num_cat=0
split_feature=1 0 1 3 5 1 5 5 3 5 5 1 0 3 3 5 5 0 2 3 3 0 5 0 3 1 1 0 0 1
split_gain=8.67798e+11 6.29832e+12 1.08311e+13 1.39448e+13 1.58461e+13 1.56487e+13 1.18718e+13 1.00465e+13 8.48151e+12 6.58577e+12 6.43514e+12 6.23867e+12 3.10332e+13 8.41358e+13 3.83589e+13 2.7883e+13 2.01339e+13 3.42253e+13 2.83518e+13 6.19436e+13 4.09791e+13 2.80215e+13 2.64895e+13 3.36818e+13 5.43402e+13 4.01044e+13 3.84648e+13 6.12992e+13 1.16587e+14 4.94902e+13
threshold=38.781124500000011 63.563300600000012 33.101335500000005 8.5000000000000018 73.995000000000019 34.359746700000009 87.395000000000024 60.310000000000009 2.5000000000000004 77.715000000000018 47.415000000000006 39.041623000000008 45.112033650000008 24.500000000000004 3.5000000000000004 59.810000000000009 39.355000000000011 45.053747000000008 1.5000000000000002 6.5000000000000009 5.5000000000000009 45.029420750000007 43.205000000000005 45.073740550000004 5.5000000000000009 38.891822450000006 39.021425200000003 45.053747000000008 45.067452850000002 39.036172050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 10 9 -5 -7 -3 -4 12 16 14 -14 -15 17 21 19 20 -18 -2 -20 25 -25 -24 -27 29 -29 -28
right_child=11 2 3 7 -6 8 -8 -9 -10 -11 -12 -13 13 15 -16 -17 18 -19 22 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=75.98788150844932 2105.9330993533727 2233.3712751853955 -16187.562820053101 2518.396624696602 -84040.983375418524 34527.769470402643 73606.105230978268 70071.640318080361 -6285.9878415371513 -55954.025390625 -39931.158659407236 18.806761311050519 2839.3265355540966 55593.982875844595 -3998.0100937845182 189246.47902199076 1320.9166666665708 2834.7185087847402 -3508.1772352668254 12108.012928351909 -18068.404365117909 -5369.0196035660556 -16363.091023350522 6707.2248551351704 -5037.2843739501695 1946.1761103072924 8140.1111985692423 -12771.887215555202 3841.6522881068495 -10499.741184923438
leaf_weight=1303739 9069 709 256 103 35 65 23 28 235 20 206 2707521 10046 37 44781 27 7959 50535 31978 5456 1263 11219 1381 4655 25634 74994 6959 10260 7180 1791
leaf_count=1303739 9069 709 256 103 35 65 23 28 235 20 206 2707521 10046 37 44781 27 7959 50535 31978 5456 1263 11219 1381 4655 25634 74994 6959 10260 7180 1791
internal_value=0 68.103 -6050.86 -13278.8 -18248.6 -15226.7 2868.78 16957.3 2556.99 637.009 -26774.5 -29.5089 -458.098 -2611.44 -2745.2 111979 14.0683 1441.85 -549.242 3662.22 -1334.55 -2027.62 -924.265 -302.317 -3232.32 562.956 793.97 -2505.33 -5932.14 4324.8
internal_weight=0 1.30542e+06 1680 928 797 762 752 131 300 729 462 3.01274e+06 305224 54891 54827 64 250333 70823 179510 14678 9222 20288 164832 132854 30289 102565 101184 26190 17440 8750
internal_count=4318164 1305419 1680 928 797 762 752 131 300 729 462 3012745 305224 54891 54827 64 250333 70823 179510 14678 9222 20288 164832 132854 30289 102565 101184 26190 17440 8750
is_linear=0
shrinkage=0.1


Tree=2715
num_leaves=31
num_cat=0
split_feature=5 2 5 5 1 1 0 5 1 1 6 0 6 4 0 0 0 5 1 2 0 6 1 3 2 0 3 5 6 2
split_gain=9.53726e+11 4.55629e+12 1.18172e+13 1.04365e+13 1.44268e+13 1.94864e+13 1.04907e+13 2.58372e+13 2.871e+13 2.31535e+13 2.39909e+13 2.11416e+13 2.00355e+13 1.76919e+13 1.59115e+13 1.34273e+13 1.05729e+13 1.01106e+13 2.21865e+13 2.6545e+13 2.04611e+13 1.82864e+13 1.69006e+13 1.51968e+13 1.38383e+13 1.34795e+13 1.21623e+13 1.34979e+13 1.1026e+13 1.22681e+13
threshold=102.01000000000001 20.500000000000004 107.05000000000001 110.05000000000001 39.694727950000008 37.832345550000007 45.047272400000004 118.33500000000002 38.92948375000001 39.016372550000007 1.5000000000000002 45.055827000000008 1.5000000000000002 3.5000000000000004 45.03656895000001 45.005863250000004 60.052595500000002 104.75000000000001 38.92948375000001 22.500000000000004 45.063245200000004 1.5000000000000002 37.362912300000012 24.500000000000004 24.500000000000004 55.975961550000008 24.500000000000004 105.35000000000001 1.5000000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 17 4 5 -4 7 14 -9 10 -10 -8 -11 -12 -5 -14 -13 18 19 21 -19 25 -21 -23 -24 -3 28 -28 -22 -30
right_child=1 2 3 6 -6 -7 11 8 9 12 13 16 15 -15 -16 -17 -18 20 -20 22 26 23 24 -25 -26 -27 27 -29 29 -31
leaf_value=7.5426513937617008 -409.460782727077 79527.088593750013 -14955.639464502427 151211.46845238094 8160.9248846646024 -93836.480998263898 -70838.629496951224 96566.824143145175 33426.273092215408 -37972.970394736847 -25919.861813446973 924.33369770274044 1051.1714613970587 -130274.5697479248 39187.91675567627 82504.500265625014 69076.203158967401 111409.84441964288 -28161.921993750002 36384.147196880142 34053.381667564659 52834.835078125005 -113348.0271763393 174633.68653273812 -1070.168312669837 -35183.727204241077 -7148.5759114583334 69597.837213541672 -84840.042730978268 2371.5082031249999
leaf_weight=4209727 105036 20 103 21 116 45 41 31 28 38 33 2214 34 32 32 50 23 28 125 38 58 20 21 21 23 21 33 75 23 54
leaf_count=4209727 105036 20 103 21 116 45 41 31 28 38 33 2214 34 32 32 50 23 28 125 38 58 20 21 21 23 21 33 75 23 54
internal_value=0 -292.82 3309.5 692.45 -18244 -38939.7 2632.38 20243.5 6599.01 -6373.09 -43959.2 320.827 22278.6 -77294.5 83574.6 49535.3 1625.05 16586.4 3574.82 27764.4 30462.2 67996.2 -12467.4 115220 -54657.3 20772.8 21134.9 46147.5 1124.72 -23678.7
internal_weight=0 108437 3401 2841 264 148 2577 299 246 215 93 2278 122 65 53 84 2237 560 289 164 271 82 82 41 44 41 243 108 135 77
internal_count=4318164 108437 3401 2841 264 148 2577 299 246 215 93 2278 122 65 53 84 2237 560 289 164 271 82 82 41 44 41 243 108 135 77
is_linear=0
shrinkage=0.1


Tree=2716
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 5 4 3 0 5 6 5 3 1 3 2 0 0 0 3 0 5 3 2 0 3 2 5 3 5
split_gain=8.97832e+11 1.14177e+13 1.83129e+13 1.82992e+13 1.2764e+13 2.53125e+13 1.19849e+13 4.82708e+13 1.23571e+13 1.84184e+13 3.43112e+13 3.68768e+13 4.93767e+13 3.90827e+13 3.07946e+13 5.85583e+13 2.58478e+13 2.2651e+13 2.02494e+13 2.0049e+13 1.66225e+13 1.99905e+13 1.34174e+13 1.46921e+13 1.72391e+13 1.24218e+13 2.09667e+13 1.85718e+13 1.99111e+13 1.18743e+13
threshold=31.010000000000002 37.642309100000013 37.582182450000005 55.885524800000006 8.5000000000000018 27.010000000000002 1.5000000000000002 7.5000000000000009 55.695992150000002 27.010000000000002 1.5000000000000002 28.810000000000006 8.5000000000000018 37.615058950000012 7.5000000000000009 3.5000000000000004 55.842510000000011 55.727011600000004 55.762622900000004 8.5000000000000018 55.708120100000009 22.030000000000005 13.500000000000002 1.5000000000000002 55.812836050000008 22.500000000000004 13.500000000000002 29.985000000000003 25.500000000000004 26.005000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 6 -3 -6 8 -8 -4 20 16 19 13 17 15 -15 25 -13 -19 -12 21 -10 23 -14 -25 26 -11 28 -27 -1
right_child=-2 4 3 -5 5 -7 7 -9 9 10 11 12 22 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-969.7585549178084 14.423177873779515 151.25568410795969 1960.2383348790472 -12224.443044781059 152.45522221737374 -2557.5586532982088 83774.120191592257 -105141.07521587171 6488.7191180889422 -9436.788300216298 162775.34574007604 -55455.284394531256 10816.7962890625 -12986.850888400608 41734.501554361981 -217257.08301630436 48868.800788762019 147775.5967261905 32905.560233347045 48189.871514423081 6591.926304657426 136008.02812500001 16309.271411132813 127694.14792639001 30628.143505859378 108126.53631628789 -105629.58139062501 -44581.220981069717 -10186.945289062502 1620.5640929540868
leaf_weight=32605 3925418 175673 2631 534 72647 65579 21 38 26 242 37 20 20 36 24 23 104 21 57 26 3413 22 32 77 24 33 25 26 25 38705
leaf_count=32605 3925418 175673 2631 534 72647 65579 21 38 26 242 37 20 20 36 24 23 104 21 57 26 3413 22 32 77 24 33 25 26 25 38705
internal_value=0 -144.157 931.655 5619.38 -414.385 -1133.27 6980.02 -37900.1 7361.35 10656.1 23827.1 45310.8 32074.1 -3276.31 -53768.8 -92617.6 5081.99 39487.7 63832.1 115486 7413.79 65851.7 73893.8 89122.8 104629 -7891.89 -18443.6 25647.5 57129.3 436.193
internal_weight=0 392746 78847 7537 313899 138226 7003 59 6944 4313 852 397 334 181 83 59 455 98 78 63 3461 48 153 121 101 351 267 84 58 71310
internal_count=4318164 392746 78847 7537 313899 138226 7003 59 6944 4313 852 397 334 181 83 59 455 98 78 63 3461 48 153 121 101 351 267 84 58 71310
is_linear=0
shrinkage=0.1


Tree=2717
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 5 1 0 3 5 5 0 1 3 5 1 3 1 1 3 3 6 1 1 0 5 4 3 5 6
split_gain=9.62896e+11 6.95179e+12 1.87812e+13 5.27536e+13 6.27083e+13 4.07959e+13 4.76186e+13 6.48212e+13 1.02876e+14 6.96677e+13 7.32816e+13 5.7171e+13 8.98624e+13 7.78776e+13 7.02773e+13 6.57059e+13 5.92273e+13 1.06671e+14 1.06855e+14 5.17785e+13 5.04924e+13 4.59839e+13 4.37459e+13 4.08198e+13 1.08962e+14 4.01712e+13 5.5544e+13 4.74901e+13 5.47906e+13 3.88624e+13
threshold=5.5000000000000009 60.017447350000005 59.950068600000009 30.468306550000005 59.982527000000012 38.010000000000012 30.332994000000003 59.990816400000007 12.500000000000002 61.845000000000006 64.805000000000021 59.990816400000007 30.207352000000004 7.5000000000000009 61.405000000000008 30.305955500000003 17.500000000000004 30.315880100000005 30.278357500000002 17.500000000000004 16.500000000000004 1.5000000000000002 30.160599000000001 30.315880100000005 60.003414000000006 57.995000000000012 1.5000000000000002 8.5000000000000018 86.02500000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 11 25 21 -10 -11 16 -13 14 -14 -15 22 18 -18 23 29 -9 -7 24 -17 -8 -27 -28 -29 -12
right_child=-2 -3 3 4 -6 6 7 8 9 10 20 12 13 15 -16 19 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-34.896791017360705 54.853242657112133 873.65937725529079 2854.3635017467041 24561.706847854846 -8191.3529787627185 -60912.586393873768 -7937.3983664790394 -95207.706185963121 9401.8118600736179 177873.22260107423 56096.463710702192 12412.434875588402 -21606.503509571598 -14648.169922299479 -80348.51991293914 -34311.404939778644 -1793.3584170386905 148566.98627232143 -120551.84418449954 -42074.778871229828 11525.729694177964 -7104.8918135549729 5239.6820934710995 19368.311321438625 199099.98916666667 54685.213537860174 -41760.176167383514 -24260.099040055822 8955.1091181365537 175095.7874428354
leaf_weight=2359704 1838026 80461 8687 1517 951 101 4515 61 594 50 83 1585 609 3796 306 36 168 28 138 122 170 2055 9754 555 45 93 1045 2229 639 41
leaf_count=2359704 1838026 80461 8687 1517 951 101 4515 61 594 50 83 1585 609 3796 306 36 168 28 138 122 170 2055 9754 555 45 93 1045 2229 639 41
internal_value=0 -40.6516 -71.3084 -2220.78 11940.9 -3152.68 -4963.46 -9924.84 2575.12 30141.4 65953.4 -1632.96 -8553.33 -14629.5 -41251.4 -9280.6 3158.12 -38256.2 -55351.1 17599.7 46919.4 -9644.72 4561.71 29046.7 95361.6 -14404.9 -21694.2 -23509.5 -16859.6 95443
internal_weight=0 2.48014e+06 2.39968e+06 39973 2468 37505 28818 11575 3054 938 344 17243 7054 5469 915 4554 10189 334 306 758 294 2116 9855 636 81 8521 4006 3913 2868 124
internal_count=4318164 2480138 2399677 39973 2468 37505 28818 11575 3054 938 344 17243 7054 5469 915 4554 10189 334 306 758 294 2116 9855 636 81 8521 4006 3913 2868 124
is_linear=0
shrinkage=0.1


Tree=2718
num_leaves=31
num_cat=0
split_feature=3 1 1 3 1 0 5 0 0 5 4 2 2 0 1 3 0 3 4 5 5 0 0 6 2 5 0 0 5 2
split_gain=9.26841e+11 5.57908e+12 7.38559e+12 3.13422e+13 1.4645e+14 1.33218e+14 3.1796e+13 2.9956e+13 4.84642e+13 2.54452e+13 2.54545e+13 2.91917e+13 1.92054e+13 1.91058e+13 2.62543e+13 1.81518e+13 2.87355e+13 2.54415e+13 2.24527e+13 1.89702e+13 1.82941e+13 2.48101e+13 2.90555e+13 2.13741e+13 4.63416e+13 2.07836e+13 2.05047e+13 4.4776e+13 3.6978e+13 3.01053e+13
threshold=27.500000000000004 60.648383500000008 37.542000650000013 29.500000000000004 37.855187800000003 55.834684950000003 29.985000000000003 55.751981950000008 55.719391050000006 55.990000000000002 2.5000000000000004 10.500000000000002 22.500000000000004 55.745923000000012 37.692869000000009 29.500000000000004 55.74310830000001 28.500000000000004 3.5000000000000004 68.52500000000002 33.585000000000008 55.826364100000013 55.820531900000013 1.5000000000000002 7.5000000000000009 22.030000000000005 55.851332700000007 55.87722990000001 112.04500000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 5 6 -4 8 -8 -9 -11 -12 -6 -10 -15 16 17 19 -17 -2 25 22 23 -22 -25 -18 -23 28 29 -28
right_child=1 -3 3 -5 12 -7 7 9 13 10 11 -13 -14 14 -16 18 20 -19 -20 -21 21 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.3821385259917411 59920.599909032535 -6996.3245640405867 -47438.454482886911 -234.6396538559859 -18393.072519466925 239464.5930147059 57156.671571180552 33922.595551902035 -91403.815793918926 103351.16420120921 -70994.174531250013 70433.312847222231 15646.54262084961 -59244.579001635175 53312.994121093747 -307.15604413918851 -53521.214998525946 -6515.0450918879542 81079.720266544129 -37789.271332251512 -26850.445028835118 11899.548239269039 -104780.82527777778 -76615.842941810348 79607.079325284096 12616.769786161536 -221022.93152173911 -8188.1377109792784 18857.754518821024 -66617.007142857154
leaf_weight=4279873 146 1274 42 20540 816 34 126 237 37 157 20 54 208 43 40 11185 53 193 34 23 998 435 45 29 55 459 23 935 22 28
leaf_count=4279873 146 1274 42 20540 816 34 126 237 37 157 20 54 208 43 40 11185 53 193 34 23 998 435 45 29 55 459 23 935 22 28
internal_value=0 -489.802 -265.869 878.13 13478.1 45827.2 37118.6 42092.6 13840.7 56943 80561.2 32209.7 -11478.8 -31641.2 -4999.97 -2009.92 -8360.21 18292.4 -60.5072 46622.8 -11490.7 -14929.5 -26047.3 -22772.8 25673 5770.45 -6246.39 -14077.2 -89505.9 -136251
internal_weight=0 38291 37017 22354 1814 790 756 714 246 468 231 74 1024 120 83 14663 3444 362 11219 169 3082 2570 1127 1082 84 512 1443 1008 73 51
internal_count=4318164 38291 37017 22354 1814 790 756 714 246 468 231 74 1024 120 83 14663 3444 362 11219 169 3082 2570 1127 1082 84 512 1443 1008 73 51
is_linear=0
shrinkage=0.1


Tree=2719
num_leaves=31
num_cat=0
split_feature=4 1 0 1 1 1 5 5 5 5 1 2 2 5 3 2 0 5 1 3 3 5 0 1 2 0 1 0 1 0
split_gain=8.87919e+11 3.5895e+12 1.15203e+13 1.11921e+13 2.10752e+13 1.02564e+13 1.34563e+13 9.6033e+12 4.54683e+13 2.87799e+13 1.48792e+13 1.8285e+13 3.77513e+13 1.55943e+13 1.48285e+13 2.87718e+13 1.29253e+13 2.0433e+13 1.91528e+13 2.81219e+13 2.74665e+13 1.16121e+13 1.02362e+13 1.60911e+13 9.88502e+12 9.75532e+12 2.36657e+13 8.96727e+12 8.49372e+12 1.06122e+13
threshold=4.5000000000000009 38.950530550000003 44.580511600000001 39.262370300000008 39.188277450000008 39.110397700000007 150.04500000000004 110.05000000000001 98.020000000000024 104.75000000000001 39.003296000000006 16.500000000000004 11.500000000000002 225.45000000000002 6.5000000000000009 2.5000000000000004 45.047272400000004 128.92000000000004 38.975980350000007 4.5000000000000009 16.500000000000004 161.85000000000002 45.053747000000008 38.959914000000005 12.500000000000002 45.040161900000008 39.047276750000002 45.03656895000001 30.362552800000003 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -3 -10 16 12 14 -13 25 -16 17 -9 19 -18 22 -22 -21 -24 -20 26 -12 -19 -4 -30
right_child=1 3 28 -5 -6 6 -8 10 9 -11 11 13 -14 -15 15 -17 18 27 24 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-2.620416667983315 -47449.628616898146 -5490.6139087592237 4058.2686381372364 777.97712135083543 96274.713685344832 13650.096414620537 -88392.019433593756 -114612.47805706522 206646.95515625001 49584.966545758929 151743.86177884616 -46139.835326244211 167887.3699404762 48123.853117487983 -106525.11670410156 27087.615977974401 -41657.453242187505 8334.2654760742189 -77753.677935606058 33807.568206521741 55677.542187500003 -24472.660263480393 175881.1344429348 62057.615162037036 6592.1392333984377 11506.143857758621 18075.295167824075 -45988.505506616712 -32.290291470647354 -13477.78978885896
leaf_weight=4303792 54 90 1917 8902 29 28 24 23 20 28 26 54 21 26 20 83 50 80 33 23 28 51 23 27 24 29 27 49 1681 902
leaf_count=4303792 54 90 1917 8902 29 28 24 23 20 28 26 54 21 26 20 83 50 80 33 23 28 51 23 27 24 29 27 49 1681 902
internal_value=0 784.701 -1535.75 1861.03 12386.5 9643.77 -33446.3 12327.2 36428.7 115027 7555.34 25070.4 40827.5 -15504.1 26404.4 1143.4 -4632.73 -27781.5 8952.62 23398 44797.8 3935.01 89019.1 114416 -42239.6 58134.8 83648.6 -12300 -984.788 -4727.54
internal_weight=0 14372 4554 9818 916 887 52 835 138 48 697 286 206 80 185 103 411 152 259 202 152 79 73 50 57 82 53 129 4500 2583
internal_count=4318164 14372 4554 9818 916 887 52 835 138 48 697 286 206 80 185 103 411 152 259 202 152 79 73 50 57 82 53 129 4500 2583
is_linear=0
shrinkage=0.1


Tree=2720
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 5 2 5 1 3 6 3 5 3 1 4 5 5 5 4 3 1 4 5 3 1 5 5 1
split_gain=8.40935e+11 3.79741e+12 3.60755e+12 1.47137e+13 1.06429e+13 2.03327e+13 1.94438e+13 1.62679e+13 1.64411e+13 2.48291e+13 2.5697e+13 3.20194e+13 3.18318e+13 2.55971e+13 2.49132e+13 2.99012e+13 5.14759e+13 3.17385e+13 2.30618e+13 1.62672e+13 3.31314e+13 1.59938e+13 2.19049e+13 1.50446e+13 1.28191e+13 1.07777e+13 2.20006e+13 9.80648e+12 3.21507e+13 1.13684e+13
threshold=61.785186750000001 30.578016350000002 54.845880150000006 56.249874400000003 52.395917250000004 40.810045900000013 80.00500000000001 1.5000000000000002 64.405000000000015 34.359746700000009 2.5000000000000004 1.5000000000000002 4.5000000000000009 69.610000000000014 4.5000000000000009 35.911716050000003 3.5000000000000004 84.030000000000015 72.010000000000005 66.50500000000001 2.5000000000000004 12.500000000000002 39.826386800000009 2.5000000000000004 48.035000000000004 9.5000000000000018 40.247294600000011 70.00500000000001 65.905000000000015 53.664171200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 24 -3 -9 19 -11 12 -12 23 -13 16 17 18 -16 -10 -21 22 -17 -14 -7 26 -15 28 -6 -29
right_child=1 2 3 -5 27 6 -8 8 9 10 11 14 13 25 15 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.671853849226868 -34960.162301635741 -7778.5979388036203 -36796.879155519629 -1462.2446491222022 5352.8597777282439 -3313.2614098315994 -86009.001056985289 262.26750145738373 35825.903652343746 -70909.967708914628 126433.28909970238 -17170.55900607639 -10537.112649356619 21789.723051060268 173690.18614211312 -22876.093120659723 -3649.9600260416664 219645.91461693548 38825.066430664061 -70484.652095650337 602.75940790591028 -19258.855626331679 63559.340623763848 71342.992388916013 -21353.233395948835 -1075.9358137141048 -76817.884704589844 33280.868753345443 -23788.600297704492 3121.6706024868799
leaf_weight=4288474 32 1933 119 12170 4315 1122 34 6848 100 28 21 54 34 35 21 36 36 31 32 74 575 44 158 66 607 185 64 239 415 262
leaf_count=4288474 32 1933 119 12170 4315 1122 34 6848 100 28 21 54 34 35 21 36 36 31 32 74 575 44 158 66 607 185 64 239 415 262
internal_value=0 -530.369 -493.22 -1804.41 434.476 -1190.55 -11119.2 496.606 2391.41 11538.5 23288.8 26517.1 6549.93 -6.18951 46145 55695.4 96396 139273 92262.2 -1717.87 -7502.74 35174.1 47519.8 43503.8 -9646.55 -15326.6 -41956.6 4205.19 2796.05 17509
internal_weight=0 29690 29658 12289 17369 12138 1763 10375 8442 1594 845 817 405 384 412 358 120 84 53 749 649 238 194 100 1729 284 99 5231 4730 501
internal_count=4318164 29690 29658 12289 17369 12138 1763 10375 8442 1594 845 817 405 384 412 358 120 84 53 749 649 238 194 100 1729 284 99 5231 4730 501
is_linear=0
shrinkage=0.1


Tree=2721
num_leaves=31
num_cat=0
split_feature=5 1 1 2 4 4 3 0 5 5 5 0 2 3 3 1 1 4 1 2 1 1 3 1 5 0 2 2 0 1
split_gain=8.52504e+11 4.3929e+12 1.17276e+13 7.10002e+13 1.83376e+13 2.57266e+13 1.96025e+13 1.87901e+13 1.87045e+13 2.18911e+13 1.63799e+13 4.14371e+13 2.71501e+13 1.48925e+13 3.4302e+13 3.04646e+13 4.21595e+13 3.87083e+13 6.28954e+13 3.11597e+13 3.67839e+13 2.97759e+13 2.87841e+13 3.4394e+13 2.28712e+13 2.25746e+13 7.59296e+13 4.95455e+13 3.35018e+13 2.71336e+13
threshold=102.01000000000001 30.346469350000003 30.468306550000005 1.5000000000000002 2.5000000000000004 3.5000000000000004 6.5000000000000009 59.853570100000006 110.05000000000001 132.05000000000004 177.02500000000003 59.896318000000008 2.5000000000000004 17.500000000000004 16.500000000000004 30.410108300000001 30.425002000000003 3.5000000000000004 30.451272450000005 2.5000000000000004 30.451272450000005 30.410108300000001 20.500000000000004 30.362552800000003 107.05000000000001 59.904813200000007 10.500000000000002 2.5000000000000004 59.846652800000008 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 8 -6 -7 -10 13 -12 -13 14 25 22 -17 19 -19 -18 -21 -16 -15 -24 -22 26 27 -5 -28 -27
right_child=1 2 -4 10 5 6 -8 -9 9 -11 11 12 -14 15 21 16 17 18 -20 20 24 -23 23 -25 -26 29 28 -29 -30 -31
leaf_value=7.1311649484355373 -2077.0546286301255 -4254.0294433593754 -274.93708999380516 -63999.114306092 191764.50492788464 -66953.800937500011 114783.18153935185 84076.374718386636 123132.34222470238 -19608.018987482246 64746.320412946436 -154169.546875 -34323.395940133429 -49767.79932889717 8518.1245016163793 -160827.197265625 -166005.68357514881 90255.323533555333 -71096.955078125 -74470.854468578298 -20202.314671415443 148420.06435546876 89001.88811910378 4826.3383300992818 114565.765 6414.5926843795787 -183250.83315429688 19103.122557538005 -47435.098065476195 41901.068476542889
leaf_weight=4209727 12049 32 92599 89 26 20 27 43 21 22 35 24 89 86 29 24 21 61 40 91 34 32 53 577 20 1600 32 370 42 249
leaf_count=4209727 12049 32 92599 89 26 20 27 43 21 22 35 24 89 86 29 24 21 61 40 91 34 32 53 577 20 1600 32 370 42 249
internal_value=0 -276.845 -51.8097 5401.18 64814.2 78714.7 43494.1 124655 12941.7 50102.4 2247.24 -30329.3 -59777.4 3644.72 7862.92 -6588.7 -33871.8 -22460.1 26353.4 -52159.8 -35671.8 81909.3 4499.81 11907.8 29711.8 5966.69 -12165.2 2989.62 -106166 11193.5
internal_weight=0 108437 96388 3789 191 159 90 69 63 43 3598 148 113 3450 2443 1007 291 267 101 166 145 61 716 630 54 2382 533 459 74 1849
internal_count=4318164 108437 96388 3789 191 159 90 69 63 43 3598 148 113 3450 2443 1007 291 267 101 166 145 61 716 630 54 2382 533 459 74 1849
is_linear=0
shrinkage=0.1


Tree=2722
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 3 6 1 4 5 1 3 6 4 0 3 3 1 3 1 3 5 5 1 1 3 1 3 3
split_gain=8.11481e+11 8.27697e+12 6.0942e+13 8.13451e+13 9.19772e+13 1.74972e+14 9.625e+13 6.2122e+13 5.60097e+13 5.4169e+13 5.24962e+13 4.86714e+13 6.56092e+13 5.57484e+13 7.5728e+13 1.04924e+14 6.65761e+13 8.8816e+13 1.7331e+14 6.92347e+13 8.65242e+13 9.22212e+13 1.12199e+14 1.10074e+14 6.40331e+13 6.27493e+13 6.6834e+13 6.19118e+13 1.10903e+14 6.79162e+13
threshold=55.576287050000012 55.518428350000008 37.559851850000008 37.503486000000002 17.500000000000004 55.551692500000009 13.500000000000002 1.5000000000000002 37.516458750000005 1.0000000180025095e-35 35.985000000000007 36.761894450000007 10.500000000000002 1.5000000000000002 1.5000000000000002 55.56564190000001 17.500000000000004 15.500000000000002 37.487839250000007 11.500000000000002 37.275078000000001 4.5000000000000009 68.52500000000002 75.015000000000015 37.436176200000013 37.475443250000005 16.500000000000004 37.362912300000012 15.500000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 7 -7 8 -5 -9 -8 12 -3 16 15 -15 17 19 25 20 21 -13 -23 -24 -18 -19 -27 -16 -29 -30
right_child=-2 2 -4 4 -6 6 10 9 -10 -11 -12 13 -14 14 27 -17 24 18 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=8.1081660835794853 -48.464568598283137 -36898.413840956673 -1699.0295764462026 -48193.406951084427 781.61281144333111 -37051.088081868489 11690.248179183469 -12908.425567418541 5875.00302403768 26693.532553253732 82165.438372495861 82191.668066406259 53813.076515794841 11356.492538552833 4519.8270987225033 -31573.325636925776 48778.52603862268 6992.8694493114663 -58095.097885040464 -14640.026246827059 10215.267661070202 -98032.720898253348 118607.34022775423 -41885.887903225812 -23699.683165038925 52628.92074418292 15022.859302402478 55568.317587608253 -7789.6164467651543 52168.274725437164
leaf_weight=2335229 1919283 598 34294 268 3386 90 124 410 672 2192 716 60 92 1758 1459 842 131 2886 334 3931 3290 232 59 155 1754 791 1174 977 721 256
leaf_count=2335229 1919283 598 34294 268 3386 90 124 410 672 2192 716 60 92 1758 1459 842 131 2886 334 3931 3290 232 59 155 1754 791 1174 977 721 256
internal_value=0 38.7753 1163.87 4508.12 13215.1 22629.1 61231.7 12493.5 -9540.25 20453.4 71762 1325.83 -24803.5 2192.21 10311.6 -2546.16 -1107.22 1455.68 11580.3 -5338.2 4294.43 -34202.7 -49861.1 2362.25 -18662.7 16377.6 30161 20106.5 31744.6 7920.95
internal_weight=0 2.39888e+06 63652 29358 7858 4472 930 3542 940 2602 840 21500 690 20810 6013 2600 14797 12912 5185 7727 3796 506 446 214 1885 4851 1965 3413 1954 977
internal_count=4318164 2398881 63652 29358 7858 4472 930 3542 940 2602 840 21500 690 20810 6013 2600 14797 12912 5185 7727 3796 506 446 214 1885 4851 1965 3413 1954 977
is_linear=0
shrinkage=0.1


Tree=2723
num_leaves=31
num_cat=0
split_feature=3 2 3 1 4 3 0 5 5 1 5 5 6 1 0 1 5 2 0 1 3 1 5 3 5 6 0 5 5 1
split_gain=8.02669e+11 5.30749e+12 8.73779e+12 1.05099e+13 1.60181e+13 1.44417e+13 1.79558e+13 1.09557e+13 1.06822e+13 1.56129e+13 1.57958e+13 2.05467e+13 3.82064e+13 1.46235e+13 1.17756e+13 9.44088e+12 9.41206e+12 8.84799e+12 1.26092e+13 9.74091e+12 1.74892e+13 8.54729e+12 8.184e+12 8.10243e+12 1.80591e+13 1.05866e+13 1.30251e+13 1.75451e+13 8.36569e+12 2.12553e+13
threshold=27.500000000000004 22.500000000000004 31.500000000000004 37.559851850000008 1.0000000180025095e-35 28.500000000000004 55.751981950000008 56.205000000000005 79.730000000000018 37.487839250000007 56.505000000000003 48.035000000000004 1.5000000000000002 37.362912300000012 55.795550600000006 37.362912300000012 62.995000000000012 23.500000000000004 56.852744000000008 37.726745000000001 30.500000000000004 37.417247200000006 105.35000000000001 32.500000000000007 59.245000000000012 1.5000000000000002 55.885524800000006 65.905000000000015 55.730000000000011 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -6 -8 9 10 11 -3 14 -12 -13 -10 -11 19 22 -7 -21 -15 -19 24 28 -26 27 -27 -4 -30
right_child=1 2 23 4 5 17 7 -9 15 16 13 12 -14 21 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=4.0780397348962536 -1240.5100389228155 3854.7745616736779 -1522.1711441190337 -31199.325660342263 10572.448053609914 95387.977185639887 40595.071801757818 116092.89847972973 -17323.203209480409 -26682.983703296104 27576.554328762759 60752.005503806089 167658.44069293479 -65741.298399808118 -16004.119388338415 26494.840020751955 7387.091942196801 4249.5729462722256 63303.534995993592 3310.9208260519463 82437.056593116562 -15690.435165441177 59942.140248842596 1400.0269268495588 -12699.387789990311 -79147.08194444445 -104781.9847795759 12799.903738839286 6455.658024304119 98611.697161458331
leaf_weight=4279873 26513 390 1066 84 87 21 40 37 63 356 49 39 23 57 41 224 105 1160 39 114 37 85 27 6622 718 36 28 49 151 30
leaf_count=4279873 26513 390 1066 84 87 21 40 37 63 356 49 39 23 57 41 224 105 1160 39 114 37 85 27 6622 718 36 28 49 151 30
internal_value=0 -455.812 1310.59 5889.8 11340.1 13627.8 41701.5 76873.2 -375.028 -4699.15 4887.39 14346.2 54070.9 -19527.2 21414.5 16876.2 -18923 10334.4 7354.63 31574.2 22699.4 -35781.3 5516.38 -309.501 -5757.28 -17177.1 -45628.3 -26142.3 1852.86 21730.1
internal_weight=0 38291 11778 3078 1646 1562 164 77 1432 1145 684 493 103 191 80 287 461 1398 1226 172 151 142 1187 8700 2078 831 113 85 1247 181
internal_count=4318164 38291 11778 3078 1646 1562 164 77 1432 1145 684 493 103 191 80 287 461 1398 1226 172 151 142 1187 8700 2078 831 113 85 1247 181
is_linear=0
shrinkage=0.1


Tree=2724
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 5 2 5 5 5 5 0 1 5 5 2 3 3 1 2 5 1 5 1 5 0 5 3 5 5
split_gain=8.19448e+11 3.87989e+12 1.28737e+13 1.22607e+13 1.83204e+13 1.58801e+13 1.64367e+13 3.65189e+13 9.77798e+12 9.1859e+12 2.56721e+13 1.7054e+13 8.74908e+12 1.53014e+13 3.82079e+13 7.21858e+13 2.81155e+13 2.26587e+13 3.03484e+13 2.68922e+13 1.10764e+13 1.0637e+13 1.00793e+13 1.21892e+13 8.21022e+12 8.04854e+12 7.97429e+12 2.04129e+13 1.95613e+13 1.59448e+13
threshold=19.500000000000004 82.91993380000001 82.897133550000021 82.902675200000019 55.061033200000004 30.025000000000002 20.500000000000004 128.92000000000004 88.015000000000015 161.85000000000002 98.020000000000024 55.061033200000004 61.880021000000006 75.750000000000014 116.06000000000002 21.500000000000004 24.500000000000004 23.500000000000004 65.58467570000002 21.500000000000004 71.715000000000018 65.659480050000013 57.995000000000012 65.551978750000004 50.005000000000003 57.157092150000004 71.00500000000001 24.500000000000004 67.520000000000024 64.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 9 5 -5 8 26 -7 10 -4 -12 -2 20 16 -16 17 18 -15 -19 22 -22 24 -24 -14 -18 28 -28 29 -8
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 11 -13 13 14 15 -17 25 19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=6.6904479573739026 -383.41258050897301 1806.7015312284673 -14556.68095861658 27049.108485873912 24101.300718047241 -26362.413804974472 -10865.303229345845 125644.0783482143 -92241.488249999995 15281.227437033584 -131816.64194335937 -40001.029477982956 4103.4343862242622 -14897.904388297873 -123363.60911775914 73708.536937040437 -23772.55920973558 160331.97366319445 127411.01015625001 46082.408120888162 -63962.770761303196 15751.489993990384 98923.510859375005 16562.87767975371 -25104.236304347825 50873.708662109377 -81163.529250000007 12588.242530192805 -79134.090434451224 61922.984696320564
leaf_weight=4218655 87395 8152 462 129 214 228 1031 21 25 67 32 55 590 47 41 34 52 45 22 38 47 26 20 177 115 20 25 327 41 31
leaf_count=4218655 87395 8152 462 129 214 228 1031 21 25 67 32 55 590 47 41 34 52 45 22 38 47 26 20 177 115 20 25 327 41 31
internal_value=0 -283.64 -470.166 -7288.1 -3605.63 -6796.85 -9322.09 -5285.38 -32872.2 -19674.6 -23940.6 -73772.3 -263.48 7963.75 27753.8 -34024.2 48438.4 72821.8 30476 108025 1894.8 -35571.4 4926.98 24924.4 -660.937 -3037.48 -7175.08 5929.74 -11357.2 -8740.6
internal_weight=0 99509 91357 2688 2072 1858 1729 1476 253 616 549 87 88669 1274 299 75 224 152 69 83 975 73 902 197 705 72 1455 352 1103 1062
internal_count=4318164 99509 91357 2688 2072 1858 1729 1476 253 616 549 87 88669 1274 299 75 224 152 69 83 975 73 902 197 705 72 1455 352 1103 1062
is_linear=0
shrinkage=0.1


Tree=2725
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 6 5 4 0 5 1 5 5 3 0 1 3 3 3 1 6 0 3 3 1 5 6 5 5
split_gain=8.08562e+11 5.01096e+12 1.08385e+13 4.46405e+13 3.34844e+13 2.61381e+13 2.50698e+13 3.31522e+13 2.17978e+13 2.06408e+13 1.93326e+13 2.58727e+13 1.66527e+13 1.50815e+13 1.29201e+13 1.84634e+13 2.11643e+13 1.16776e+13 2.70297e+13 2.00553e+13 1.12329e+13 1.09972e+13 1.03679e+13 1.21127e+13 1.17188e+13 2.8812e+13 2.71305e+13 1.72786e+13 2.04284e+13 4.44655e+13
threshold=83.000022850000008 53.37994195000001 54.736324100000012 86.192907650000009 84.920232800000022 91.910414550000013 1.5000000000000002 50.410000000000004 1.5000000000000002 54.484631300000011 73.405000000000015 83.691301500000009 76.00500000000001 32.615000000000009 1.5000000000000002 53.516665650000007 83.761389800000003 13.500000000000002 11.500000000000002 16.500000000000004 83.663637000000008 1.5000000000000002 53.355366400000001 19.500000000000004 9.5000000000000018 83.761389800000003 32.910000000000004 1.5000000000000002 161.85000000000002 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 3 4 6 8 10 14 13 -7 -3 -12 -9 -5 -8 16 -16 18 -10 -19 -17 -15 23 -2 -24 27 -27 -26 29 -29
right_child=1 2 -4 5 -6 9 7 12 17 -11 11 -13 -14 21 15 20 -18 19 -20 -21 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=16.276743214528427 235.06406109453889 7767.8529068441949 -120.69557586168426 411.19012758099382 -24594.450964810821 -35906.282252034754 14352.500713346515 -13358.389724537565 -678.62339162218109 20831.144863281253 119264.47724609375 -3839.6157258064518 -38714.492177060885 236.6414383580445 10439.008346478482 -8392.5421031436326 -5677.2902924084274 69228.72013549805 -35982.280152587889 2162.0480362457483 -32544.646589624143 13997.70397287091 1326.1663695589866 -12435.774164949235 -6568.7121073341568 -19502.3536598383 42696.330444673244 8794.1522267655128 -58640.410501453494 108218.74941406251
leaf_weight=3782924 87634 544 401029 2439 1012 323 407 2424 15251 80 38 31 290 756 1369 2449 2013 64 220 147 209 2505 9695 761 963 86 380 2032 43 46
leaf_count=3782924 87634 544 401029 2439 1012 323 407 2424 15251 80 38 31 290 756 1369 2449 2013 64 220 147 209 2505 9695 761 963 86 380 2032 43 46
internal_value=0 -115.039 -263.18 -2017.51 -7278.87 587.444 -5486.01 -6796.09 1062.98 -24643.3 14092.6 63956.8 -16067.8 6358.95 -2892.99 -4055.06 846.427 -861.965 -1180.65 22504.5 -10291.6 10807.5 516.934 125.98 3126.1 8041.68 31217.6 4539.74 9583.33 10995.1
internal_weight=0 535240 433600 32571 10786 21785 9774 9161 21382 403 613 69 2714 5700 6447 6040 3382 15682 15471 211 2658 3261 101640 88395 13245 3550 466 3084 2121 2078
internal_count=4318164 535240 433600 32571 10786 21785 9774 9161 21382 403 613 69 2714 5700 6447 6040 3382 15682 15471 211 2658 3261 101640 88395 13245 3550 466 3084 2121 2078
is_linear=0
shrinkage=0.1


Tree=2726
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 3 2 5 4 3 3 5 5 0 6 3 5 2 4 2 5 5 2 2 5 5 5 5 5
split_gain=8.58154e+11 2.24908e+13 2.7595e+13 1.09718e+14 3.94388e+13 6.02816e+13 6.69158e+13 3.78933e+13 3.14812e+13 3.83249e+13 3.07428e+13 9.01987e+13 7.49325e+13 4.57683e+13 2.85348e+13 6.30957e+13 2.73491e+13 3.72698e+13 4.18043e+13 5.5657e+13 3.85501e+13 3.40233e+13 3.29777e+13 6.8504e+13 4.01617e+13 3.21979e+13 3.87638e+13 2.707e+13 2.648e+13 2.63523e+13
threshold=65.551978750000004 65.565203050000022 57.157092150000004 57.147575200000006 10.500000000000002 85.91500000000002 20.500000000000004 5.5000000000000009 64.805000000000021 2.5000000000000004 9.5000000000000018 10.500000000000002 102.01000000000001 79.010000000000005 57.131524800000008 1.5000000000000002 7.5000000000000009 87.395000000000024 4.5000000000000009 3.5000000000000004 14.500000000000002 116.06000000000002 102.01000000000001 8.5000000000000018 10.500000000000002 38.610000000000007 48.945000000000007 53.385000000000012 74.610000000000014 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 -5 28 7 -7 27 -10 -11 12 -12 -13 29 -16 -17 25 21 20 22 -19 -20 -24 -25 -18 -27 -4 -6 -2
right_child=1 -3 8 4 5 6 -8 -9 9 10 11 13 -14 -15 15 16 17 18 19 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-26.922454723198889 845.63321912135314 21.378257240835531 14.711217343721064 16712.874604443441 47496.973668540399 212329.71781914897 7236.5494490713454 101116.17989612927 -22410.580458804608 -20033.701423280538 45812.017958354336 40378.391684957074 218473.15614583335 -12873.100457512843 156825.23366935484 -9031.5939178102617 -6365.4094435723837 -18592.160811491936 -30771.699667861438 156188.49192708332 -65023.461613175685 -181197.16796875 -17792.103260306852 188228.47351140203 41861.177960526315 104141.91613486843 33937.751837832664 17533.035423879366 -16047.87939108456 -91594.87641129033
leaf_weight=3164132 5923 1137976 3459 457 287 47 53 88 1207 494 155 202 30 803 31 419 149 31 91 24 74 22 83 37 38 95 457 1184 85 31
leaf_count=3164132 5923 1137976 3459 457 287 47 53 88 1207 494 155 202 30 803 31 419 149 31 91 24 74 22 83 37 38 95 457 1184 85 31
internal_value=0 73.8162 3790.37 7688.35 38511.9 56301.5 102453 139835 -618.772 -8810.73 936.903 9642.35 73811.1 -2169.82 3511.46 15592.7 12712.3 20987.2 -3369.24 9265.12 -1651.79 -86088.6 17181.6 44800.2 114069 34885.3 46020 4482.02 32977.3 364.334
internal_weight=0 1.15403e+06 16056 8522 1017 560 188 135 7534 2891 1684 1190 185 1005 7505 1551 1520 1101 400 347 323 53 249 158 75 701 552 4643 372 5954
internal_count=4318164 1154032 16056 8522 1017 560 188 135 7534 2891 1684 1190 185 1005 7505 1551 1520 1101 400 347 323 53 249 158 75 701 552 4643 372 5954
is_linear=0
shrinkage=0.1


Tree=2727
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 5 1 5 5 5 1 0 3 5 0 4 5 5 6 3 5 5 0 1 4 5 1 5 3 5
split_gain=8.06103e+11 3.33707e+12 1.19257e+13 5.00081e+13 2.07568e+13 3.18643e+13 2.10709e+13 1.98143e+13 1.44984e+13 1.68466e+13 1.29314e+13 2.13421e+13 2.99802e+13 2.69207e+13 1.76838e+13 2.29249e+13 1.24141e+13 1.51061e+13 1.12263e+13 2.82203e+13 3.15311e+13 2.72216e+13 3.09186e+13 2.10166e+13 3.07248e+13 2.1757e+13 2.04805e+13 1.37759e+13 1.23312e+13 1.2303e+13
threshold=26.500000000000004 24.500000000000004 55.055104550000003 55.050600750000008 38.984911950000004 62.015000000000008 38.996948700000011 59.810000000000009 62.995000000000012 63.145000000000003 30.370618100000005 60.017447350000005 25.500000000000004 76.730000000000018 60.042666650000008 2.5000000000000004 87.395000000000024 107.05000000000001 1.5000000000000002 29.500000000000004 76.00500000000001 68.52500000000002 56.819808050000006 37.503486000000002 2.5000000000000004 85.020000000000024 37.417247200000006 98.020000000000024 31.500000000000004 72.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -4 -9 -10 11 12 13 -11 15 -13 -8 -18 28 20 21 -20 29 26 25 -25 -22 -21 -12 -23
right_child=-2 2 7 -5 6 -7 16 8 9 10 18 14 -14 -15 -16 -17 17 -19 19 27 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7500581110178226 1047.6468659300526 -3867.5745587384263 -214.73591757431456 144940.26146875002 -54594.276856971162 160373.34226190476 -931.56376609237714 -28817.600910229954 42626.305649038462 4816.312855113636 -409.10584874733212 -139973.28541666668 -18916.590629882816 143816.63433388158 7043.3938654677668 6098.8391335227279 39136.577315549795 5042.3372743131977 -39406.73317173549 3037.940113208912 -57870.105584768964 30251.626676432294 -55496.789532260242 -31938.496144701086 -46651.62365770527 99324.225111607157 -150483.84447916667 82364.587340494792 -21502.732700025423 106414.32796052632
leaf_weight=4299425 7332 27 5949 25 65 21 1892 371 65 22 970 21 40 38 159 22 187 426 91 81 117 48 29 23 204 28 30 30 388 38
leaf_count=4299425 7332 27 5949 25 65 21 1892 371 65 22 970 21 40 38 159 22 187 426 91 81 117 48 29 23 204 28 30 30 388 38
internal_value=0 -1.78187 -1709.92 4177.96 2833.78 67987.8 1616.9 -3485.55 -10397.8 -7601.7 -8974.05 10360.8 48143.3 92849.8 -8343.39 -65238.7 3075.47 15443 -11785.4 -21889.2 -30354.2 1458.27 33794.9 -46656.1 -29295.8 40127.3 -76770.9 24477.6 -6435.86 63904.9
internal_weight=0 4.31083e+06 11407 2643 2618 48 2570 8764 2815 2444 2379 302 100 60 202 43 2505 613 2077 719 608 206 115 402 255 51 147 111 1358 86
internal_count=4318164 4310832 11407 2643 2618 48 2570 8764 2815 2444 2379 302 100 60 202 43 2505 613 2077 719 608 206 115 402 255 51 147 111 1358 86
is_linear=0
shrinkage=0.1


Tree=2728
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 2 2 2 1 3 4 1 0 6 4 0 1 3 1 3 5 3 1 0 5 5 0 0 4 3
split_gain=8.29478e+11 4.37986e+12 1.82367e+13 2.08535e+13 2.63277e+13 2.29671e+13 2.48932e+13 2.02813e+13 4.20946e+13 2.84161e+13 2.50052e+13 1.98159e+13 4.13608e+13 3.4338e+13 3.32701e+13 2.42898e+13 1.85727e+13 4.55989e+13 2.80404e+13 1.84997e+13 1.80517e+13 1.79738e+13 3.22362e+13 2.47963e+13 2.20141e+13 1.69413e+13 2.7056e+13 5.23803e+13 3.63695e+13 3.62505e+13
threshold=102.01000000000001 109.05000000000001 59.939091550000008 60.042666650000008 30.160599000000001 17.500000000000004 11.500000000000002 3.5000000000000004 30.226173900000003 4.5000000000000009 3.5000000000000004 30.332994000000003 59.963407450000012 1.5000000000000002 3.5000000000000004 59.990816400000007 34.359746700000009 17.500000000000004 30.305955500000003 17.500000000000004 104.75000000000001 17.500000000000004 30.305955500000003 59.990816400000007 105.35000000000001 110.05000000000001 59.916647550000008 56.895161300000005 2.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -4 10 -10 12 13 -11 -15 -13 17 18 -6 -14 -12 22 23 -8 -25 26 27 -3 -28 -30
right_child=1 25 3 4 16 -7 21 -9 9 11 20 15 19 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=7.0342017675821058 -590.75769365826488 7176.6650793970875 64848.087282986118 -61986.986035156253 160584.05114746094 22027.686844308038 24951.948828125001 -2430.1999147937072 94806.971344866077 -32655.088305068599 -90896.867826704547 8950.3931441326531 -8473.9031640625017 -201375.68777560766 -67995.636659622192 -103296.10517450969 -3721.8289438795009 -11007.317619952035 49624.453324020964 -83061.515591032614 31132.366984953704 -64080.524869881097 66620.864084821427 -4442.890846946023 -130139.38155838818 -283.17805922870599 127844.64299107144 -25322.827970042767 61038.813178312703 -3466.1838867187503
leaf_weight=4209727 26372 4395 45 48 32 154 32 804 28 41 22 98 120 45 32 24 230 102 79 46 27 182 35 22 38 74421 35 559 141 228
leaf_count=4209727 26372 4395 45 48 32 154 32 804 28 41 22 98 120 45 32 24 230 102 79 46 27 182 35 22 38 74421 35 559 141 228
internal_value=0 -273.081 -1333.46 -9901.54 8360.24 -14896.8 -18362 -12429.9 -27656.6 -36275.1 19421.3 -46838.2 -61318 -106582 -145945 -13130.9 15982.5 37259.5 81612.8 -29142.8 -23656.3 -43933.7 -15061.8 -46136.7 -84050.7 107.827 5538.77 3509.48 30422.6 21182.1
internal_weight=0 108437 28658 2286 491 1795 1641 1332 528 483 77 406 284 118 77 122 443 213 111 166 49 309 127 92 60 79779 5358 4954 404 369
internal_count=4318164 108437 28658 2286 491 1795 1641 1332 528 483 77 406 284 118 77 122 443 213 111 166 49 309 127 92 60 79779 5358 4954 404 369
is_linear=0
shrinkage=0.1


Tree=2729
num_leaves=31
num_cat=0
split_feature=2 0 5 1 1 0 5 5 0 0 0 1 5 2 1 5 3 1 0 1 1 5 5 5 5 5 0 6 5 3
split_gain=8.27604e+11 4.24501e+12 1.00017e+13 1.02136e+13 2.44428e+13 5.12619e+13 5.26507e+13 5.48612e+13 4.98615e+13 1.37666e+14 1.32089e+14 6.47891e+13 6.36132e+13 5.21438e+13 4.94568e+13 4.32651e+13 4.25883e+13 3.87229e+13 6.38082e+13 3.94121e+13 3.63835e+13 3.35525e+13 4.84277e+13 3.1879e+13 3.15084e+13 3.86411e+13 3.14266e+13 3.79531e+13 2.9687e+13 2.68043e+13
threshold=14.500000000000002 55.734663800000007 35.710000000000008 37.328003200000005 37.475443250000005 55.812836050000008 79.010000000000005 82.00500000000001 55.826364100000013 55.851332700000007 55.842510000000011 37.362912300000012 43.810000000000009 22.500000000000004 37.39371280000001 98.020000000000024 24.500000000000004 37.39371280000001 55.820531900000013 37.436176200000013 37.457850350000008 44.205000000000005 77.00500000000001 103.45000000000002 73.405000000000015 58.605000000000011 55.885524800000006 1.5000000000000002 53.005000000000003 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 24 -8 12 10 14 -12 29 21 -10 17 -17 -14 -19 -20 -11 -13 -23 -9 25 -5 27 -22 -29 -7
right_child=1 2 3 4 -6 8 7 23 9 20 11 13 15 -15 -16 16 -18 18 19 -21 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-12.758562258514784 -179.03750523700052 -1195.1099229352285 -282.26728710200058 10383.404188447021 1019.814243455338 47368.370481178979 208783.40847355771 74487.415650634779 29837.852336497413 -2183.793758069588 48825.846703622861 34301.577309417728 -54581.727811450808 263726.02168560604 -66006.41607862903 -32914.126116071428 99615.245751953131 68790.47215497923 -15729.113976542154 -139128.47443181821 184557.45319010419 213600.95201822917 31529.810639880954 -40764.199166666665 -28190.496041112594 49338.001769339477 4717.4239939563686 111928.04039634147 3263.5054056490389 -50843.082892400569
leaf_weight=3980118 181423 27628 46575 876 74778 176 26 120 409 4073 102 32 484 33 62 49 48 78 120 33 24 48 21 30 141 359 159 41 65 33
leaf_count=3980118 181423 27628 46575 876 74778 176 26 120 409 4073 102 32 484 33 62 49 48 78 120 33 24 48 21 30 141 359 159 41 65 33
internal_value=0 150.218 531.608 901.435 1570.34 6957.28 23181.2 74681.4 2822.7 6883.63 47817.7 108881 -17338.8 154594 17221.4 -30002.3 32667.4 -38504.4 -4818.51 -42344.7 248.976 118937 158188 51437.1 16594 21707 34535 71004.3 45294.1 31861.3
internal_weight=0 338046 156623 128995 82420 7642 1552 176 6090 5069 707 236 1021 134 471 812 97 715 231 153 4362 101 69 150 1376 1235 289 130 106 209
internal_count=4318164 338046 156623 128995 82420 7642 1552 176 6090 5069 707 236 1021 134 471 812 97 715 231 153 4362 101 69 150 1376 1235 289 130 106 209
is_linear=0
shrinkage=0.1


Tree=2730
num_leaves=31
num_cat=0
split_feature=0 6 0 5 2 1 4 3 5 5 5 5 3 2 1 4 3 5 2 3 3 5 5 5 3 0 0 5 1 0
split_gain=8.17231e+11 9.30057e+12 2.2426e+13 3.24839e+13 5.01849e+13 9.16736e+13 1.15829e+14 3.73293e+13 4.30943e+13 3.19688e+13 6.70002e+13 2.73067e+13 3.25846e+13 2.28182e+13 2.16131e+13 4.50184e+13 3.27797e+13 3.89161e+13 7.53748e+13 6.82167e+13 4.61481e+13 3.37923e+13 2.60565e+13 2.01141e+13 1.6972e+13 2.67849e+13 4.41566e+13 5.68714e+13 6.02488e+13 3.00619e+13
threshold=57.60800230000001 1.5000000000000002 57.641335050000002 85.91500000000002 1.5000000000000002 39.899261850000009 3.5000000000000004 3.5000000000000004 92.035000000000011 177.02500000000003 150.04500000000004 87.395000000000024 8.5000000000000018 2.5000000000000004 39.899261850000009 3.5000000000000004 16.500000000000004 123.15000000000002 4.5000000000000009 5.5000000000000009 7.5000000000000009 114.05000000000001 101.05000000000001 85.020000000000024 5.5000000000000009 59.916647550000008 59.896318000000008 50.805000000000007 30.332994000000003 59.853570100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 23 5 6 7 -5 -9 10 11 12 -6 -13 16 22 17 20 -19 -20 21 -15 -16 -3 25 26 29 -28 -29 -2
right_child=1 2 -4 4 9 -7 -8 8 -10 -11 -12 13 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-17.111755000417258 5919.0234867588142 3087.5924477111562 263.57624926166483 -47220.605841619319 120986.16256944445 -26061.712197580648 297356.01450026938 37339.703833007814 219537.04531250001 -73588.902029854915 144048.75208333333 -18632.63006559552 -29869.672395833331 12297.520206839139 18255.297352430556 112738.77599431819 -31980.294963107637 84139.39403645834 -232530.57202380954 -18381.207084865197 99784.989485408063 113676.23684210527 -77078.910087025317 -72853.523281250003 -690.38825480076821 -5126.9215573857291 3304.9248390891335 240630.80859375 61884.885455877142 -21859.755543308635
leaf_weight=3739580 8626 9974 371441 22 45 62 29 34 21 42 39 265 21 244 45 22 90 45 21 51 121 38 79 35 183560 2960 132 24 88 408
leaf_count=3739580 8626 9974 371441 22 45 62 29 34 21 42 39 265 21 244 45 22 90 45 21 51 121 38 79 35 183560 2960 132 24 88 408
internal_value=0 110.599 397.345 4777.01 19423.2 70526.6 127022 62869.8 106906 12072.7 15267.9 10647.4 72986.6 6617.63 15468.6 -19092.4 23740.6 33384.5 -17387.3 -80841.4 48124.8 25958.5 -42481.8 2822.04 -449.991 3155.77 5798.23 47775.7 100188 4664.46
internal_weight=0 578584 382786 11345 1336 168 106 77 55 1168 1126 1087 66 1021 756 146 610 520 117 72 403 282 124 10009 195798 12238 9278 244 112 9034
internal_count=4318164 578584 382786 11345 1336 168 106 77 55 1168 1126 1087 66 1021 756 146 610 520 117 72 403 282 124 10009 195798 12238 9278 244 112 9034
is_linear=0
shrinkage=0.1


Tree=2731
num_leaves=31
num_cat=0
split_feature=3 0 1 1 5 0 0 3 1 5 6 5 1 1 5 5 3 0 5 5 5 5 2 6 5 1 0 3 1 3
split_gain=8.77855e+11 6.06961e+12 2.52158e+13 1.43646e+14 3.83772e+13 3.61604e+13 5.18005e+13 5.16949e+13 4.85868e+13 4.28311e+13 3.83637e+13 2.80285e+13 7.73413e+13 3.57237e+13 2.56249e+13 2.30888e+13 2.49972e+13 3.20202e+13 2.85298e+13 3.33694e+13 2.64426e+13 4.62506e+13 2.14768e+13 2.06866e+13 2.01021e+13 2.65955e+13 3.75122e+13 8.49635e+13 2.36979e+13 5.77971e+13
threshold=9.5000000000000018 59.834458500000004 30.502469200000004 30.434657650000002 37.005000000000003 59.609407350000005 59.755965500000009 10.500000000000002 30.578016350000002 64.805000000000021 1.5000000000000002 81.910000000000011 30.332994000000003 30.315880100000005 82.00500000000001 73.405000000000015 21.500000000000004 59.820733200000006 80.815000000000012 78.710000000000022 76.730000000000018 75.750000000000014 12.500000000000002 1.5000000000000002 36.305000000000007 30.362552800000003 59.820733200000006 21.500000000000004 30.207352000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 -4 7 9 -9 -7 -11 15 13 22 -6 24 17 -17 19 -18 21 -19 -13 -15 25 -2 -27 -28 -26 -30
right_child=1 -3 5 4 14 6 -8 8 -10 10 -12 12 -14 23 -16 16 18 20 -20 -21 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-49.952995319015379 368.26750358209785 508.19222549935478 11.925735438687859 -8466.5394017821873 -38538.325332022832 37903.436346234965 3982.6889623960628 -51246.663302674591 28220.385874497828 171410.66929139255 50072.688118489583 -1642.6473524486498 -40551.35246591155 -25139.581072443183 -95471.46484375 7770.9130391664867 -807.14450416286502 40507.371445312507 82333.215101562499 -82745.183846654661 19387.295046713916 168898.14779647437 -44943.877747182385 86027.942360491084 308.82254124057869 9181.5411652739785 -8348.8778188852157 120100.79417509193 -30348.206253884669 -3775.2477629731602
leaf_weight=1938624 5069 248694 2092274 456 979 213 3304 98 358 57 48 1874 669 22 86 1080 137 100 25 78 194 39 122 70 12574 1244 104 102 905 8565
leaf_count=1938624 5069 248694 2092274 456 979 213 3304 98 358 57 48 1874 669 22 86 1080 137 100 25 78 194 39 122 70 12574 1244 104 102 905 8565
internal_value=0 40.697 -13.865 -2695.63 -32741.8 30.2615 9437.68 32723.6 11141.9 63670.8 115942 -1309.64 -10961.7 -1481.13 -43135.7 -428.955 11061.8 16129.9 -18776.6 -30533.5 43239.9 76530.7 -4289.32 59444.4 -1093.95 3784.41 15726.8 55252.4 -2536.61 -6314.69
internal_weight=0 2.37954e+06 2.13085e+06 34494 1521 2.09635e+06 4078 774 456 318 105 32973 2757 2088 1065 30216 1653 1413 240 215 333 139 1996 92 28563 6519 1450 206 22044 9470
internal_count=4318164 2379540 2130846 34494 1521 2096352 4078 774 456 318 105 32973 2757 2088 1065 30216 1653 1413 240 215 333 139 1996 92 28563 6519 1450 206 22044 9470
is_linear=0
shrinkage=0.1


Tree=2732
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 1 1 5 1 5 5 0 1 1 1 1 1 3 3 1 1 6 1 4 5 0 3 5 6 3
split_gain=8.9838e+11 1.5315e+13 2.43005e+13 4.08959e+13 3.06377e+13 2.18137e+13 2.34202e+13 2.12433e+13 1.73574e+13 1.60885e+13 1.5199e+13 1.50807e+13 4.29809e+13 3.07461e+13 7.76461e+13 6.50144e+13 6.40003e+13 1.62621e+14 4.8788e+13 6.85937e+13 9.54334e+13 5.8373e+13 6.44553e+13 4.40553e+13 4.0784e+13 1.02825e+14 9.00986e+13 3.8414e+13 3.48139e+13 3.37016e+13
threshold=55.416472000000006 55.349623500000007 19.500000000000004 39.021425200000003 24.500000000000004 37.516458750000005 37.559851850000008 38.010000000000012 86.192907650000009 83.010000000000005 78.710000000000022 55.518428350000008 86.192907650000009 37.726745000000001 37.767735350000002 37.597123000000003 37.582182450000005 13.500000000000002 16.500000000000004 37.314272700000011 37.342273500000012 1.5000000000000002 37.533784800000006 1.5000000000000002 49.010000000000012 55.455204450000004 14.500000000000002 64.020000000000024 1.5000000000000002 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 -5 -4 -7 -3 -9 10 -8 12 13 15 27 16 18 -18 23 29 -21 22 -22 24 -2 26 -26 28 -15 -20
right_child=11 2 3 4 -6 6 9 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=12.717395575789357 -7448.5045410149869 -1417.3130734605902 65121.89809299045 162849.71722656253 14595.76550611413 -88429.584702845983 -21132.587994580172 4532.0859150503993 -75698.188592303239 -93414.374245689658 48810.152355587124 -14.076571707362644 40866.384603218408 -24349.14494980438 -4340.3226546331925 -29091.310706828604 -28569.470019087359 90818.514350009078 -5727.7396689197103 -114907.50921125317 37180.203479751275 -12483.534457605947 -92183.615657687726 2947.7499407479918 -75636.10075061275 27893.245618990386 -326067.17203125003 29860.36017314624 10595.037251916736 43843.693412185559
leaf_weight=2272699 4782 8810 27 20 46 56 531 21066 27 29 33 1982935 230 316 8078 1059 220 237 267 99 49 3718 180 8345 51 65 20 971 2916 282
leaf_count=2272699 4782 8810 27 20 46 56 531 21066 27 29 33 1982935 230 316 8078 1059 220 237 267 99 49 3718 180 8345 51 65 20 971 2916 282
internal_value=0 42.6598 2263.26 -15613.3 59521.2 -22948.9 -26612.9 2706.84 4429.39 -20775.2 -17040.2 -48.7688 -2206.28 -2519.24 1395.17 -5000.55 -3607.59 33345.1 -4553.24 -13433.3 -17934 -15501.6 -64503.1 -1476.7 -8984.24 -62983.3 -146180 12418.6 7178.46 19735.2
internal_weight=0 2.30334e+06 30645 742 66 676 649 29903 21093 593 564 2.01482e+06 31885 31655 12281 19374 18315 457 17858 4595 4046 3947 229 13263 4918 136 71 4203 3232 549
internal_count=4318164 2303344 30645 742 66 676 649 29903 21093 593 564 2014820 31885 31655 12281 19374 18315 457 17858 4595 4046 3947 229 13263 4918 136 71 4203 3232 549
is_linear=0
shrinkage=0.1


Tree=2733
num_leaves=31
num_cat=0
split_feature=0 3 2 6 3 1 5 1 1 0 0 0 3 0 5 3 3 3 5 1 5 0 0 0 1 0 1 0 1 3
split_gain=8.06077e+11 7.15049e+12 1.57836e+13 2.25907e+13 5.58997e+13 1.35843e+14 6.11916e+13 4.86853e+13 4.96117e+13 7.774e+13 1.1074e+14 8.5593e+13 6.36951e+13 4.58821e+13 4.40305e+13 4.39221e+13 4.15325e+13 3.82554e+13 6.61688e+13 5.7631e+13 5.99874e+13 5.04512e+13 9.81749e+13 3.77732e+13 3.72815e+13 3.70133e+13 3.42066e+13 3.49964e+13 3.21011e+13 3.90609e+13
threshold=55.576287050000012 7.5000000000000009 2.5000000000000004 1.5000000000000002 11.500000000000002 30.388336800000001 38.010000000000012 37.855187800000003 37.66934650000001 55.793358600000012 55.777112100000004 55.795550600000006 26.500000000000004 55.762622900000004 67.990000000000023 19.500000000000004 19.500000000000004 9.5000000000000018 90.015000000000015 30.323743050000001 98.020000000000024 59.932719750000011 59.963407450000012 59.950068600000009 30.305955500000003 59.846652800000008 37.275078000000001 55.645049100000001 37.362912300000012 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 10 13 -11 14 26 -12 -15 -10 19 25 -8 21 -21 -23 -20 -13 -19 27 -6 -28 -30
right_child=1 2 -4 -5 7 -7 17 -9 16 11 12 24 -14 15 -16 -17 -18 18 23 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=38.645926915163209 254.64014789240156 5617.9177141664841 -28.808154639774301 -1631.2818281043587 151623.60921875 967.44432295256161 -8942.7127832900769 -1572.8356615670334 28523.305903639681 187980.32582632214 -121473.46494516225 -2263.5182854784102 61376.023359375009 173255.41640625001 -17415.676409801137 -18060.403794642858 5755.6045494942218 7751.1578444602274 -9088.6876776687241 -32406.109574854654 111518.50368303571 -303672.71328125003 -72776.6474903208 98467.128385416669 8947.4697409157343 -53218.971557210287 -47315.036522280439 15451.372566756065 18726.029453403451 -12384.107979887638
leaf_weight=2398881 554170 759 1161239 147787 20 12845 1618 15428 1613 26 156 3838 30 28 55 21 1592 110 119 215 21 22 113 45 13059 1050 211 335 491 2267
leaf_count=2398881 554170 759 1161239 147787 20 12845 1618 15428 1613 26 156 3838 30 28 55 21 1592 110 119 215 21 22 113 45 13059 1050 211 335 491 2267
internal_value=0 -48.3029 -171.283 -982.802 725.916 -4077.93 -19993.4 2800.63 5642.59 3836.76 -9476.93 6679.97 -74964.5 -4797.87 -94349.4 91262.9 17214 -25860.9 -39031.6 -17093.7 -52641.5 -62491.1 -110404 20423.6 6401 -47437.3 -6213.92 23123 -9721.71 -6845.65
internal_weight=0 1.91928e+06 1.36511e+06 203874 56087 16917 4072 39170 23742 20537 3614 16923 241 3373 211 49 3205 3313 1324 1989 371 350 135 164 16897 1160 3324 355 2969 2758
internal_count=4318164 1919283 1365113 203874 56087 16917 4072 39170 23742 20537 3614 16923 241 3373 211 49 3205 3313 1324 1989 371 350 135 164 16897 1160 3324 355 2969 2758
is_linear=0
shrinkage=0.1


Tree=2734
num_leaves=31
num_cat=0
split_feature=3 2 5 0 5 0 1 5 1 0 0 0 4 5 1 5 0 1 5 1 1 1 1 0 0 0 5 0 5 5
split_gain=9.22379e+11 7.37606e+12 1.10031e+13 3.0284e+13 1.96333e+13 1.57332e+13 2.25537e+13 1.41824e+13 1.74622e+13 1.19577e+13 2.00373e+13 1.90909e+13 1.1675e+13 1.14388e+13 1.8405e+13 4.26878e+13 5.25731e+13 1.54025e+13 3.02784e+13 1.98329e+13 1.803e+13 3.90046e+13 3.42416e+13 2.17069e+13 2.80906e+13 6.07919e+13 2.99889e+13 2.70234e+13 2.69136e+13 2.01387e+13
threshold=4.5000000000000009 3.5000000000000004 177.02500000000003 43.592450450000008 150.04500000000004 51.636650050000007 39.080602550000002 142.05000000000004 30.346469350000003 56.301440000000007 54.762542150000009 45.059881250000011 4.5000000000000009 64.020000000000024 61.880021000000006 89.00500000000001 54.920670650000005 43.048525950000005 125.85000000000001 49.323301500000007 37.752451500000006 37.275078000000001 37.889331900000009 55.946414150000003 55.591389050000011 55.777112100000004 79.730000000000018 55.535913550000011 99.555000000000021 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -6 -7 13 -9 10 11 -5 -13 -3 17 -16 -17 20 19 -19 21 -15 29 24 27 26 -26 28 -23 -22
right_child=-2 2 3 9 5 6 -8 8 -10 -11 -12 12 -14 14 15 16 -18 18 -20 -21 22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.4644404408891631 14.196638739997631 -669.76238825525979 122613.38461538462 -56133.842750000003 15149.078080357143 -21993.861842698319 -124960.66356336806 -34978.562946428574 72771.646992924536 56072.214442845405 -66632.130703125003 100338.17050000001 13634.150800304878 -4692.2762318220821 -4589.6724660825485 -39180.670539314517 65850.910911426734 -24908.548598274741 -84722.767636718752 -3587.3941656886218 16161.787060903283 -13563.40847117106 -1720.9232238302902 28780.495062099359 -108613.10978618421 -33435.593204599056 -259895.23953125003 87203.672730654769 -138541.41490420388 78350.568150111605
leaf_weight=337917 3945856 26662 26 25 35 52 36 21 53 38 40 25 41 1896 796 62 206 750 60 1043 137 96 1962 39 38 106 20 21 21 84
leaf_count=337917 3945856 26662 26 25 35 52 36 21 53 38 40 25 41 1896 796 62 206 750 60 1043 137 96 1962 39 38 106 20 21 21 84
internal_value=0 -150.461 -1545.68 22141.1 -1680.76 -41561.4 -64116.6 -1536.79 42193.9 6683.83 -7642.57 18286.9 46476.6 -1631.97 -5128.56 7032.62 41552.6 -7191.29 -14844.3 -12505.9 -3982.92 -10292.2 2482.44 -41428.5 -50495.2 -78471.8 -160779 -17247.7 -35995.4 39799.2
internal_weight=0 372308 34391 195 34196 123 88 34073 74 169 131 91 66 33999 7337 1064 268 6273 1853 1793 4420 2237 2183 341 302 164 58 138 117 221
internal_count=4318164 372308 34391 195 34196 123 88 34073 74 169 131 91 66 33999 7337 1064 268 6273 1853 1793 4420 2237 2183 341 302 164 58 138 117 221
is_linear=0
shrinkage=0.1


Tree=2735
num_leaves=31
num_cat=0
split_feature=4 3 3 5 0 3 0 5 2 5 0 0 0 5 0 0 5 0 2 5 5 5 4 5 5 5 0 1 1 3
split_gain=8.14144e+11 3.49795e+12 3.76783e+13 2.07024e+13 2.49272e+13 1.88071e+13 1.96019e+13 2.26686e+13 1.49485e+13 1.70117e+13 1.48048e+13 1.53011e+13 1.09161e+13 1.65982e+13 1.01052e+13 9.62007e+12 6.43268e+13 2.13233e+13 2.03571e+13 2.12916e+13 1.23943e+13 1.18794e+13 2.49566e+13 2.58281e+13 3.8269e+13 2.07067e+13 4.24791e+13 5.60482e+13 2.03927e+13 3.07175e+13
threshold=4.5000000000000009 7.5000000000000009 8.5000000000000018 128.92000000000004 55.826364100000013 6.5000000000000009 44.998833400000002 161.85000000000002 4.5000000000000009 177.02500000000003 59.950068600000009 56.143542450000005 56.143542450000005 225.45000000000002 53.973051950000006 59.853570100000006 64.805000000000021 59.755965500000009 5.5000000000000009 118.33500000000002 161.85000000000002 150.04500000000004 6.5000000000000009 118.33500000000002 109.05000000000001 161.85000000000002 59.932719750000011 30.323743050000001 30.370618100000005 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 15 7 -7 9 -5 11 -8 13 14 -10 17 -17 18 -2 -20 -21 22 23 24 -18 26 27 -23 29 -26
right_child=1 2 -4 8 -6 6 10 -9 12 -11 -12 -13 -14 -15 -16 16 21 -19 19 20 -22 25 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-2.5091908266561331 -1774.6161701066351 30053.893588362072 957.0590304361873 26694.561529017858 163575.09351851852 -16588.803589527026 -36674.769867458112 106675.51767187502 15222.13144763765 142307.4737890625 -87484.462373310816 3506.9896560968141 -44166.548880004884 -47222.132265624998 90493.200882056452 160541.47667824075 -6173.3903358114922 -72484.975195312509 137939.88906250001 -27114.805312500001 61071.590955307911 225653.6582331731 81849.555669642868 -18771.733741403372 40553.564595170457 5122.3618637547352 2898.2102118598091 19946.172337962966 -2198.8072870163692 156444.04790178573
leaf_weight=4303792 4851 29 7140 35 27 37 249 25 42 20 37 153 32 25 31 27 310 42 20 30 34 26 35 543 66 330 72 27 42 35
leaf_count=4303792 4851 29 7140 35 27 37 249 25 42 20 37 153 32 25 31 27 310 42 20 30 34 26 35 543 66 330 72 27 42 35
internal_value=0 751.395 2269.7 41158.9 94430.2 -851.616 -19519.5 33114.6 25033.5 68735.6 -26953 -21381.7 6544.12 23102.7 47186.6 589.465 7572.29 -1533.3 -929.458 47878.4 19734.2 4792.9 -1146.79 -4063.33 13567.3 18251.9 52913.7 120859 56361.7 80713.6
internal_weight=0 14372 7381 241 56 6991 501 62 185 55 439 402 130 98 73 6490 1513 4977 4935 84 64 1486 1031 996 453 455 125 53 143 101
internal_count=4318164 14372 7381 241 56 6991 501 62 185 55 439 402 130 98 73 6490 1513 4977 4935 84 64 1486 1031 996 453 455 125 53 143 101
is_linear=0
shrinkage=0.1


Tree=2736
num_leaves=31
num_cat=0
split_feature=5 3 3 0 0 0 2 5 5 3 1 0 1 1 4 5 1 2 0 1 1 1 5 1 5 1 2 1 1 4
split_gain=7.90005e+11 4.23497e+12 4.95733e+12 1.35425e+13 3.03804e+13 4.97084e+13 4.56997e+13 1.14782e+14 1.74814e+14 4.92254e+13 3.95962e+13 3.2906e+13 4.81344e+13 3.63363e+13 4.01663e+13 3.32926e+13 3.20877e+13 2.54923e+13 2.97496e+13 2.54769e+13 2.51877e+13 3.45726e+13 4.16318e+13 2.37896e+13 2.65596e+13 3.16395e+13 2.72041e+13 3.79221e+13 2.35311e+13 2.34979e+13
threshold=102.01000000000001 2.5000000000000004 5.5000000000000009 59.963407450000012 59.863160500000006 58.242297500000006 4.5000000000000009 120.05000000000001 110.05000000000001 3.5000000000000004 30.388336800000001 59.916647550000008 30.259484550000003 30.278357500000002 3.5000000000000004 150.04500000000004 30.388336800000001 4.5000000000000009 59.939091550000008 30.346469350000003 30.243224600000001 30.278357500000002 110.05000000000001 50.388877400000005 105.35000000000001 30.502469200000004 1.5000000000000002 30.578016350000002 56.249874400000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 9 8 -8 10 -7 12 -6 14 -13 -14 17 -15 29 -20 -5 22 -22 24 25 -23 27 -26 -11 -19
right_child=1 2 -4 20 11 6 7 -9 -10 28 -12 13 15 16 -16 -17 -18 18 19 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=6.8647898275074475 3695.7910853423609 -2277.6142012001842 -49.338407775302876 -11938.535187241127 56721.009565304492 -150793.15751488096 61293.978828125008 108706.90463169644 -347200.60287642048 57559.144653807372 7764.2309182787694 -151508.67287946431 -77770.671720377606 -2451.8357187349179 -26013.19431100399 31829.928869628908 76554.081707114368 -118893.33935883621 -31905.842109375 97229.001526988635 204491.64441964286 -115037.36058268229 2896.5150000000003 -15134.572599592893 124493.85247616527 24013.80523546007 19583.804988704822 -20464.409495192307 -46449.216949728259 -26317.998662860577
leaf_weight=4209727 2632 14579 87243 464 39 21 20 28 22 401 63 35 207 1295 94 32 47 58 50 22 21 30 20 237 59 36 581 26 23 52
leaf_count=4209727 2632 14579 87243 464 39 21 20 28 22 401 63 35 207 1295 94 32 47 58 50 22 21 30 20 237 59 36 581 26 23 52
internal_value=0 -266.504 -365.07 -1849.03 -2642.34 -1137.34 27623.9 -48124.9 -152679 38061.8 -31875.1 -14455.5 -46287.2 -9102.08 -60062.4 -63096.1 -4788.51 -7376.93 -42420.9 7552.03 7347.7 16207.9 106153 12402.2 21317.8 -39191.3 27314.2 80153.7 51917.2 -75130.5
internal_weight=0 108437 105805 18562 17088 15157 578 70 42 508 84 1931 278 1653 129 239 1524 1477 182 72 1474 1010 41 969 732 66 666 85 424 110
internal_count=4318164 108437 105805 18562 17088 15157 578 70 42 508 84 1931 278 1653 129 239 1524 1477 182 72 1474 1010 41 969 732 66 666 85 424 110
is_linear=0
shrinkage=0.1


Tree=2737
num_leaves=31
num_cat=0
split_feature=0 1 1 5 2 5 5 4 1 1 1 5 4 1 5 5 2 6 3 3 6 2 5 1 5 3 5 5 3 2
split_gain=7.96274e+11 2.3998e+12 2.36832e+12 2.35164e+12 3.52677e+12 3.71127e+12 2.93237e+12 5.94562e+12 4.71481e+12 4.27303e+12 3.72917e+12 1.67888e+13 2.26585e+13 8.01648e+12 7.10885e+12 9.04511e+12 1.329e+13 5.33449e+12 5.27972e+12 4.86083e+12 4.79241e+12 3.70478e+12 3.68511e+12 3.64361e+12 3.29342e+12 1.43055e+13 6.0589e+12 1.42797e+13 7.82764e+12 7.44439e+12
threshold=43.056445700000005 44.083877800000003 114.17164950000002 32.910000000000004 7.5000000000000009 21.015000000000004 47.815000000000005 1.5000000000000002 47.854228500000012 47.981192400000005 46.037218400000008 67.990000000000023 1.0000000180025095e-35 47.473138800000008 110.05000000000001 65.045000000000016 3.5000000000000004 1.5000000000000002 8.5000000000000018 5.5000000000000009 1.5000000000000002 14.500000000000002 77.715000000000018 44.660994650000006 64.020000000000024 10.500000000000002 77.715000000000018 74.010000000000005 15.500000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 10 24 -10 11 18 -13 -12 15 21 17 -17 19 -8 -14 -15 -18 -20 25 -9 27 28 29 -26
right_child=-2 2 -4 6 -6 -7 7 8 9 -11 13 12 20 14 -16 16 22 -19 23 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-28767.701426478798 -3.7227781465577134 10071.261669287522 -29083.616992187501 2771.869270561594 -33284.431133766178 -5890.3593600532367 18948.830113852899 1712.6474904343704 -15367.192988748753 -1952.434333970431 -15815.136845796853 51658.885278320318 -20332.06674107143 -3137.5273987291971 -44808.779006410259 34405.10938648897 11587.488799560548 96761.450543478262 17969.98557676977 -7665.5823171841903 -77092.870159313723 -44374.495324707037 -26522.439183134193 59230.63084138569 2823.9239592181243 18974.994061497691 2075.7292120134866 -10906.469824712676 33289.905635969611 -6906.8135705931818
leaf_weight=28 4285952 178 27 5604 40 802 164 5005 282 1503 547 24 21 2246 39 34 100 23 49 118 51 22 34 38 2972 531 9204 1384 73 1069
leaf_count=28 4285952 178 27 5604 40 802 164 5005 282 1503 547 24 21 2246 39 34 100 23 49 118 51 22 34 38 2972 531 9204 1384 73 1069
internal_value=0 495.332 520.791 545.648 -4179.18 -2991.21 700.426 245.784 854.988 -4071.74 -3576.58 4764.44 -32488.5 -4850.34 -2449.32 -1777.49 19121.8 59566.4 14456.3 7812.3 -60537.6 -3537.53 1917.81 35991.9 1289.53 3368.41 506.73 -2119.88 836.043 249.769
internal_weight=0 32212 32184 32157 1020 980 31137 25533 22023 1785 3510 465 96 3045 2498 2459 191 57 369 282 72 2268 134 87 20238 5536 14702 5498 4114 4041
internal_count=4318164 32212 32184 32157 1020 980 31137 25533 22023 1785 3510 465 96 3045 2498 2459 191 57 369 282 72 2268 134 87 20238 5536 14702 5498 4114 4041
is_linear=0
shrinkage=0.1


Tree=2738
num_leaves=31
num_cat=0
split_feature=3 1 1 3 2 4 0 1 5 5 5 5 6 0 4 5 0 5 2 0 3 2 1 1 0 0 3 1 1 0
split_gain=7.68333e+11 5.11723e+12 4.39186e+13 9.36796e+12 1.0436e+13 8.97205e+12 5.90491e+12 1.53722e+13 6.13024e+12 1.1779e+13 8.79445e+12 1.72922e+13 5.43121e+12 1.05361e+13 2.1308e+13 2.01101e+13 4.45314e+13 3.31949e+13 3.0243e+13 2.25358e+13 3.14946e+13 2.26257e+13 1.81914e+13 2.47122e+13 4.67228e+13 2.88294e+13 2.36177e+13 1.76587e+13 2.55432e+13 1.58787e+13
threshold=27.500000000000004 30.578016350000002 36.761894450000007 35.500000000000007 32.500000000000007 1.5000000000000002 59.834458500000004 30.502469200000004 118.33500000000002 112.04500000000002 92.035000000000011 105.35000000000001 1.5000000000000002 55.708120100000009 3.5000000000000004 78.010000000000005 56.831297550000009 80.00500000000001 15.500000000000002 55.719391050000006 29.500000000000004 12.500000000000002 37.39371280000001 37.487839250000007 55.842510000000011 55.769960200000007 29.500000000000004 37.39371280000001 37.487839250000007 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 -2 8 9 10 -8 -12 -4 14 -14 19 17 18 -17 20 21 -15 -21 24 25 -24 -27 -19 -29 -30
right_child=1 2 12 5 -6 -7 7 -9 -10 -11 11 -13 13 15 -16 16 -18 27 -20 22 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=3.9898645735145788 -16713.835492608392 82588.611523437503 -844.29566122859001 -2887.1365898437502 -78799.473125000004 59807.466531808037 -4380.0697050511508 51327.375375000003 -58729.060491071432 40627.111537388395 -95777.623147681457 9845.6915637600814 -5092.2893724724099 54702.29780774239 96248.638578869053 -181631.98851562501 91055.182394622097 59580.632617187504 -38708.004060872394 -11539.989137633111 123354.35588795732 -74043.932366071429 -12046.975382812501 7797.6568834013424 -6514.9206404775941 199511.9823952415 82027.830986201297 -90137.311574835534 77717.260511363638 -8712.105720420559
leaf_weight=4279873 413 64 30700 50 20 42 1249 50 21 56 31 31 1728 39 21 20 43 38 57 418 41 21 25 2219 106 22 77 38 22 629
leaf_count=4279873 413 64 30700 50 20 42 1249 50 21 56 31 31 1728 39 21 20 43 38 57 418 41 21 25 2219 106 22 77 38 22 629
internal_value=0 -445.956 -177.231 -5419.09 -6950.95 25734.3 -6174.63 -3147.72 -5110.08 -4286.38 -6204.88 -42966 -323.299 2551.36 -3875.5 5497.78 -8093.17 -13395.9 -75831.1 9376.32 55801.9 9641.12 7740.82 11031.7 42233.3 83905.1 108135 -6783.07 -10443.2 -5791.3
internal_weight=0 38291 36328 1963 1871 92 1851 1438 1388 1367 1311 62 36264 5564 1749 3815 847 804 77 2968 101 60 2867 2449 230 124 99 727 689 651
internal_count=4318164 38291 36328 1963 1871 92 1851 1438 1388 1367 1311 62 36264 5564 1749 3815 847 804 77 2968 101 60 2867 2449 230 124 99 727 689 651
is_linear=0
shrinkage=0.1


Tree=2739
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 0 0 0 0 0 0 3 5 5 2 4 6 0 4 5 5 3 3 0 5 0 5 0 5 6
split_gain=7.82036e+11 1.46141e+13 3.2066e+13 3.62242e+13 6.78721e+13 1.04296e+14 6.46427e+13 7.42423e+13 6.87744e+13 6.00109e+13 1.58282e+14 1.07618e+14 7.40212e+13 5.88392e+13 5.22339e+13 4.30776e+13 4.83437e+13 7.16228e+13 3.97474e+13 4.64236e+13 4.23896e+13 3.95074e+13 5.58045e+13 6.78738e+13 5.41798e+13 3.87972e+13 5.05316e+13 3.74352e+13 6.77456e+13 3.42008e+13
threshold=37.457850350000008 37.436176200000013 4.5000000000000009 15.500000000000002 17.500000000000004 56.028355650000009 55.91302515000001 55.993277250000013 55.87722990000001 55.708120100000009 55.68356880000001 12.500000000000002 75.015000000000015 46.405000000000008 7.5000000000000009 3.5000000000000004 1.5000000000000002 55.899899800000007 2.5000000000000004 90.015000000000015 98.020000000000024 20.500000000000004 22.500000000000004 55.664473600000008 51.405000000000008 55.885524800000006 69.015000000000015 55.885524800000006 47.005000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 18 8 14 9 10 -4 12 -11 -13 -8 16 21 -18 29 -20 -21 -6 24 -24 -23 26 -25 28 -10 -5
right_child=-2 2 3 4 15 -7 7 -9 27 11 -12 13 -14 -15 -16 -17 17 -19 19 20 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=23.315291568572309 -18.776339041880938 -20524.30562073187 5425.8713327059086 -27003.634914165101 19548.879424938714 38263.363030058252 54458.260912337879 -27309.403111530173 -33372.447126552041 10260.617810200951 -134403.24613662349 23345.775422184641 93819.949249861733 130893.40932981577 206836.4506510417 137832.10192307693 43651.949130903966 -34896.016832197478 18062.933067932634 -115874.58028449293 -5253.6669414062499 -10348.43359375 -50189.810718885157 31151.671076955612 -95268.915222355776 2926.1594248641463 174829.34978448277 -15738.367311246502 -247779.13125000001 -4423.0965223384319
leaf_weight=685966 3614531 564 6344 2121 776 409 359 116 56 1715 82 82 113 134 24 26 657 141 607 53 100 178 210 157 130 813 29 670 20 981
leaf_count=685966 3614531 564 6344 2121 776 409 359 116 56 1715 82 82 113 134 24 26 657 141 607 53 100 178 210 157 130 813 29 670 20 981
internal_value=0 96.4532 2936.22 3709.87 -1567.55 -9755.69 7723.2 42779 5825.11 8388.82 3641.56 23313.4 15425.9 90065.1 64006.8 9652.08 8573.9 29773.2 -14841.1 5654.58 -43573.3 1196.22 -8191.83 1488.81 -46191.5 12352.2 53553 -23283 -89795.3 -19862.6
internal_weight=0 703633 17667 17103 7388 4271 9715 499 9216 8470 6426 2044 1828 216 383 3117 3091 798 3862 760 153 2293 1517 1209 308 999 186 746 76 3102
internal_count=4318164 703633 17667 17103 7388 4271 9715 499 9216 8470 6426 2044 1828 216 383 3117 3091 798 3862 760 153 2293 1517 1209 308 999 186 746 76 3102
is_linear=0
shrinkage=0.1


Tree=2740
num_leaves=31
num_cat=0
split_feature=3 2 0 2 2 5 0 0 0 1 5 1 5 1 2 2 1 0 5 3 1 5 3 5 2 2 5 5 5 5
split_gain=7.76235e+11 5.93186e+12 1.08911e+13 1.36149e+13 1.07598e+13 8.02517e+12 5.82768e+12 5.76476e+13 2.90962e+13 2.02242e+13 2.33132e+13 1.92717e+13 1.91449e+13 1.89988e+13 1.70836e+13 2.0655e+13 2.92507e+13 3.1376e+13 4.39432e+13 2.63351e+13 2.39964e+13 6.29937e+13 5.42267e+13 5.23674e+13 3.53319e+13 6.65073e+13 1.04433e+14 5.64386e+13 2.86117e+13 7.82515e+13
threshold=9.5000000000000018 15.500000000000002 55.795550600000006 17.500000000000004 14.500000000000002 63.855000000000011 47.208883950000008 46.672631750000008 47.228519500000004 39.488326500000007 76.730000000000018 39.666208800000007 104.75000000000001 47.981192400000005 3.5000000000000004 10.500000000000002 39.036172050000012 45.067452850000002 142.05000000000004 20.500000000000004 38.996948700000011 105.35000000000001 12.500000000000002 37.75500000000001 9.5000000000000018 7.5000000000000009 125.85000000000001 150.04500000000004 114.05000000000001 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 7 13 -8 -9 -11 -12 -13 14 -2 16 20 -18 19 -19 28 23 -23 -22 25 27 -27 -24 29 -16
right_child=6 2 -4 5 -6 -7 8 9 -10 10 11 12 -14 -15 15 -17 17 18 -20 -21 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-47.012466681084632 1619.0609095757545 70587.41614583334 -37002.21590625 38357.546093750003 -41050.299951171881 -47056.780930397734 3793.8997030837149 17798.120658691405 60.05097157264268 -7225.6347500035863 -14567.744111285758 -39269.412508833229 -127584.2572544643 16519.89476970589 -1086.9190138017257 597.37038068235245 -444.96544570474873 2643.066060142874 133679.15868055556 16053.475210471775 2444.375665390643 -11562.697497754431 66008.341196165973 -7017.7527318168259 -9497.3589233398434 61454.110301906781 283595.84962121211 -80081.773161764722 -13695.450824210851 32557.735560388061
leaf_weight=1938437 45813 54 25 22 64 22 21084 300 2056365 9165 461 199 28 685 49911 102658 47641 6050 27 1932 7481 187 119 26812 64 59 33 34 1731 701
leaf_count=1938437 45813 54 25 22 64 22 21084 300 2056365 9165 461 199 28 685 49911 102658 47641 6050 27 1932 7481 187 119 26812 64 59 33 34 1731 701
internal_value=0 -46.9728 21912.9 36942.2 -48.3662 -4349.62 38.269 -372.122 97.9457 -7779.59 -8558.37 -26312.1 -50162.9 -114.505 -153.628 -484.512 -1262.37 528.6 6319.79 5888.98 -2406.23 -4441.84 30940.8 -4953.59 56662.9 73945.6 141135 33543.9 -1053.3 -620.925
internal_weight=0 1.93862e+06 123 98 1.9385e+06 44 2.37954e+06 302091 2.07745e+06 10153 9853 688 227 291938 291253 245440 142782 55650 8009 7982 87132 34789 496 34293 309 245 92 153 52343 50612
internal_count=4318164 1938624 123 98 1938501 44 2379540 302091 2077449 10153 9853 688 227 291938 291253 245440 142782 55650 8009 7982 87132 34789 496 34293 309 245 92 153 52343 50612
is_linear=0
shrinkage=0.1


Tree=2741
num_leaves=31
num_cat=0
split_feature=3 1 0 5 5 3 0 2 5 2 5 5 5 4 3 3 2 1 3 3 0 3 0 0 3 5 3 0 0 0
split_gain=8.36539e+11 6.04715e+12 4.10349e+13 3.77684e+13 2.09979e+13 1.93273e+13 3.3746e+13 3.73773e+13 2.74372e+13 2.87969e+13 2.49336e+13 2.01365e+13 5.43449e+13 1.60162e+13 1.59563e+13 1.2764e+13 1.27404e+13 1.2388e+13 4.92556e+13 4.81901e+13 8.08565e+13 5.64826e+13 5.23749e+13 4.12328e+13 3.94321e+13 3.73477e+13 3.48139e+13 3.40518e+13 4.55994e+13 6.59837e+13
threshold=18.500000000000004 30.160599000000001 59.846652800000008 107.05000000000001 51.015000000000008 19.500000000000004 59.853570100000006 4.5000000000000009 70.50500000000001 2.5000000000000004 73.405000000000015 92.035000000000011 91.050000000000011 1.5000000000000002 21.500000000000004 24.500000000000004 11.500000000000002 30.243224600000001 24.500000000000004 23.500000000000004 59.932719750000011 22.500000000000004 59.853570100000006 59.863160500000006 19.500000000000004 33.395000000000003 21.500000000000004 59.863160500000006 59.990816400000007 60.035045000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 13 8 -8 15 -10 -11 12 -9 -4 -6 -7 -13 18 19 21 -21 22 24 -20 -3 -24 -26 -27 -29 -30
right_child=1 17 3 -5 14 6 7 11 9 10 -12 16 -14 -15 -16 -17 -18 -19 23 20 -22 -23 25 -25 26 27 -28 28 29 -31
leaf_value=17.691942761164093 -2948.1007096393864 -69647.7450521594 13564.351981379477 55471.808799479171 8148.270907738095 -9671.0091089363978 30186.688988754831 2974.5223471148138 -141366.33425925925 -132029.11421130953 -15541.710468152105 -69996.475274122815 120638.82370117189 66120.44379428598 -60231.796392084485 19748.370063421702 -9830.2530634341038 -52.674984065157531 -18763.994338805187 38494.078138803336 -19288.74445262424 16264.877216287467 10657.638672592831 8369.9657433441189 28388.995222339297 17432.970128408324 -55607.670232803532 -19870.622929543086 7949.9958815448408 -15911.036419925453
leaf_weight=3717520 202 214 178 150 42 860 631 2101 27 21 147 57 40 86 182 178 92 575251 630 260 3531 1433 1556 5043 114 557 87 2278 2614 2082
leaf_count=3717520 202 214 178 150 42 860 631 2101 27 21 147 57 40 86 182 178 92 575251 630 260 3531 1433 1556 5043 114 557 87 2278 2614 2082
internal_value=0 -109.499 3355.78 6123.96 -26327.4 4448.5 2781.09 8636.99 -11091.6 -45508.4 -30102.6 2699.06 5172.83 30684.9 -47410.5 -4626.07 -32846.9 -138.553 -2560.3 -5610.21 -15325.8 -2241.97 -5032.99 5356.68 -39773.8 -3446.39 -7967.77 -6360.46 -8260.79 -2628.94
internal_weight=0 600644 4994 4568 426 4418 4154 2921 1233 195 168 2290 2141 264 224 1038 149 595650 20399 14726 3791 10935 9502 5673 415 9087 201 7531 6974 4696
internal_count=4318164 600644 4994 4568 426 4418 4154 2921 1233 195 168 2290 2141 264 224 1038 149 595650 20399 14726 3791 10935 9502 5673 415 9087 201 7531 6974 4696
is_linear=0
shrinkage=0.1


Tree=2742
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 3 5 2 2 0 1 1 0 0 2 4 2 1 2 0 6 0 5 1 0 1 0 0 2 2
split_gain=8.31673e+11 3.8694e+12 1.59565e+13 3.23923e+13 2.87959e+13 5.21082e+13 4.71646e+13 7.01887e+13 6.2266e+13 4.45227e+13 4.06544e+13 2.99034e+13 2.64164e+13 8.68632e+13 3.52619e+13 7.51908e+13 3.02565e+13 2.92168e+13 2.85092e+13 2.70662e+13 2.86534e+13 4.29434e+13 2.51844e+13 2.4601e+13 1.53856e+14 5.47292e+13 4.52943e+13 4.10148e+13 3.76381e+13 7.77671e+13
threshold=102.01000000000001 109.05000000000001 38.058342000000003 38.969379750000009 21.500000000000004 20.500000000000004 105.35000000000001 17.500000000000004 13.500000000000002 55.349623500000007 39.739656000000004 39.011252750000004 45.053747000000008 45.040161900000008 6.5000000000000009 2.5000000000000004 5.5000000000000009 38.096381250000007 12.500000000000002 56.320495600000008 1.5000000000000002 45.063245200000004 103.45000000000002 39.753614400000011 43.592450450000008 39.863684800000009 43.592450450000008 47.228519500000004 11.500000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 12 5 23 -6 8 -8 10 -7 -9 13 14 16 -16 17 -4 -15 20 21 -14 -17 24 28 26 -25 -28 29 -5
right_child=1 -3 3 4 6 9 7 11 -10 -11 -12 -13 19 18 15 22 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=7.0434992249734352 -4711.120064958438 84.58183634550511 71100.174656250005 -102662.3332356771 3869.5997843600885 103334.93233642579 -23293.279897795859 -91441.6092210036 -83750.467493420118 129360.95728515624 -19883.080457296492 20009.830408616286 49241.13349247686 152009.69217601101 184086.88710937501 -78174.118648097836 -99403.757143702649 -13308.305506227727 30553.927372685186 70573.023842592593 4335.1990001143167 -101859.15064894153 31307.028735050153 149020.99859775641 -4205.1541684362246 966.65490425545033 -88702.738000000012 49264.960980068106 -22672.743323863637 -333386.00952380954
leaf_weight=4209727 9166 79779 50 48 1038 40 554 26 246 55 81 325 27 68 32 23 33 228 27 54 677 62 243 39 2511 12781 25 156 22 21
leaf_count=4209727 9166 79779 50 48 1038 40 554 26 246 55 81 325 27 68 32 23 33 228 27 54 677 62 243 39 2511 12781 25 156 22 21
internal_value=0 -273.442 -1270.12 347.992 -839.239 651.833 -11587.4 -25526.8 -41883.9 54759.8 20850.1 11754.2 14345.5 28554.5 14681.1 39263 -8873.34 1873.08 117491 2146.48 -2677.32 -56019.7 21840.6 41.5023 -8834.3 1817.89 51270.8 30208.6 -136568 -172883
internal_weight=0 108437 28658 19492 17968 15779 2189 1151 800 176 121 351 1524 704 609 298 311 278 95 820 766 89 266 15603 2602 13001 220 181 91 69
internal_count=4318164 108437 28658 19492 17968 15779 2189 1151 800 176 121 351 1524 704 609 298 311 278 95 820 766 89 266 15603 2602 13001 220 181 91 69
is_linear=0
shrinkage=0.1


Tree=2743
num_leaves=31
num_cat=0
split_feature=1 5 2 1 3 3 5 0 0 3 5 3 5 3 3 1 1 0 3 0 3 0 6 6 0 6 1 0 1 5
split_gain=8.77085e+11 1.03588e+13 1.2323e+13 1.5845e+13 1.64698e+13 3.62105e+13 1.84975e+13 1.41782e+13 1.59278e+13 2.30829e+13 1.21558e+13 1.89484e+13 1.16276e+13 1.15078e+13 5.38718e+13 3.7854e+13 6.06919e+13 4.10695e+13 3.54823e+13 3.4244e+13 3.21093e+13 4.54147e+13 3.31968e+13 2.54064e+13 2.39344e+13 3.34585e+13 6.23925e+13 5.32566e+13 3.08296e+13 2.77596e+13
threshold=30.451272450000005 38.010000000000012 2.5000000000000004 30.160599000000001 15.500000000000002 10.500000000000002 37.995000000000012 59.755965500000009 59.820733200000006 13.500000000000002 36.005000000000003 19.500000000000004 38.610000000000007 9.5000000000000018 11.500000000000002 30.278357500000002 30.323743050000001 59.916647550000008 6.5000000000000009 59.853570100000006 6.5000000000000009 59.990816400000007 1.5000000000000002 1.5000000000000002 60.017447350000005 1.5000000000000002 30.410108300000001 59.990816400000007 30.346469350000003 37.75500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 -6 -5 9 -9 -1 -12 -3 15 19 -10 17 18 -17 -15 -19 23 -23 -22 25 26 27 29 -29 -21
right_child=-2 12 3 7 6 -7 -8 8 13 -11 11 -13 -14 14 -16 16 -18 20 -20 24 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2176.6510024293948 -13.769396176656569 -5350.7960415131865 -1309.8637125605262 -10199.840531445414 3030.6683652665884 -16271.348491130071 50161.369860138293 25729.265907979367 8734.492402056725 3865.6296491370326 12644.252747929326 -7201.914073455293 -93.421009813513308 -29184.879605977025 708.81582405145707 -21603.774825013359 -444.18689100445499 -14365.792316996089 28148.297693292028 -6863.8382919241849 -53932.349310373436 -125790.78424840857 -10179.448261777818 -113062.99520130723 -6933.304746384867 36248.511922315956 103101.65356275771 46418.288960266116 -35432.280453256462 69329.559921874999
leaf_weight=14719 3949501 4275 6666 1106 1944 2136 87 611 2337 2303 2606 590 263763 171 55251 318 5309 607 261 1095 259 27 310 101 369 868 72 400 52 50
leaf_count=14719 3949501 4275 6666 1106 1944 2136 87 611 2337 2303 2606 590 263763 171 55251 318 5309 607 261 1095 259 27 310 101 369 868 72 400 52 50
internal_value=0 147.512 1012.65 497.618 -3067.62 -4940.6 5049.56 1034.96 1210.53 8449.94 3390.45 8980.54 -177.272 899.648 1426.01 -2322.26 -5915.09 -21340 823.325 14304 -31180.9 -45824.7 -19442.1 -70521.8 16863.1 20324.2 12042.4 7937.01 37001.9 -3536.62
internal_weight=0 368663 100625 82710 10833 8802 2031 71877 70771 2914 17915 3196 268038 67857 58328 9529 7192 1883 579 3077 1304 697 337 360 2906 2537 1669 1597 452 1145
internal_count=4318164 368663 100625 82710 10833 8802 2031 71877 70771 2914 17915 3196 268038 67857 58328 9529 7192 1883 579 3077 1304 697 337 360 2906 2537 1669 1597 452 1145
is_linear=0
shrinkage=0.1


Tree=2744
num_leaves=31
num_cat=0
split_feature=0 0 4 1 5 2 1 3 6 1 5 1 0 5 3 5 5 4 0 2 5 4 5 1 5 5 0 3 5 5
split_gain=8.36823e+11 8.45923e+12 1.48092e+13 1.45604e+13 1.16433e+13 1.18768e+13 2.16355e+13 1.39123e+13 1.33787e+13 1.48776e+13 1.37051e+13 1.96537e+13 1.23049e+13 1.21918e+13 1.73518e+13 1.21907e+13 1.23602e+13 1.21679e+13 1.17066e+13 1.35942e+13 1.07178e+13 1.05992e+13 1.01653e+13 1.59817e+13 1.44384e+13 1.311e+13 1.17905e+13 1.14975e+13 1.09088e+13 1.3965e+13
threshold=54.942865800000007 54.947737500000009 1.0000000180025095e-35 83.140147550000009 87.395000000000024 4.5000000000000009 82.95335685000002 9.5000000000000018 1.5000000000000002 82.957885500000017 57.705000000000005 82.957885500000017 54.943968150000011 87.00500000000001 10.500000000000002 58.995000000000012 63.005000000000003 2.5000000000000004 54.943649450000002 8.5000000000000018 55.730000000000011 1.5000000000000002 39.995000000000012 82.957885500000017 58.995000000000012 65.045000000000016 54.943649450000002 11.500000000000002 59.025000000000013 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 22 -7 20 9 21 11 12 -10 -11 17 -12 18 -15 19 -17 -8 -9 27 24 26 -26 -24 -4 -25 -30
right_child=1 -3 3 -5 -6 6 7 8 10 13 15 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 28 25 -27 -28 -29 29 -31
leaf_value=64.808088250284129 1259.1133501778463 10.047464829302989 -2697.2879004747833 34982.370191529422 -9586.5921276899753 21228.364002129587 -346.13873459002298 -3787.0190075936152 9449.544091991409 -1365.9600947944098 -16339.837655689964 -2980.9791587497321 51232.804217155615 -37118.57002232143 -68476.832954545462 30921.958812792058 -9881.4730523334292 4872.29660619486 -2688.2216517787388 -26530.43360523897 -40903.258607614778 -17631.066877763653 44435.474424164873 2942.7661727102795 -18882.084395583894 31352.931721413352 -1895.4018547933611 29938.170713428182 -3919.0793651789973 4511.6555481199739
leaf_weight=1363348 29787 2798789 11205 111 1654 404 109 1450 251 56891 1395 9483 98 70 33 214 2952 4874 1750 51 162 894 58 20973 937 55 1037 109 6128 2892
leaf_count=1363348 29787 2798789 11205 111 1654 404 109 1450 251 56891 1395 9483 98 70 33 214 2952 4874 1750 51 162 894 58 20973 937 55 1037 109 6128 2892
internal_value=0 -29.9024 -746.516 -1219.76 -1251.62 -1140.86 -1855.46 -1971.06 -1894.82 -1247.04 -4463.4 -2123.27 21182.4 -950.755 3795.37 -8079.9 -5760.07 4277.77 277.846 19865.1 -24590.6 -9067.13 194.359 1103.3 -7358.11 -16096.9 558.654 -2382.88 1692.07 -1216.01
internal_weight=0 2.95482e+06 156027 126240 126129 124475 81081 80677 80406 64212 16194 9832 349 61868 4977 6362 4967 4944 2015 265 271 2344 43394 32080 2087 992 1095 11314 29993 9020
internal_count=4318164 2954816 156027 126240 126129 124475 81081 80677 80406 64212 16194 9832 349 61868 4977 6362 4967 4944 2015 265 271 2344 43394 32080 2087 992 1095 11314 29993 9020
is_linear=0
shrinkage=0.1


Tree=2745
num_leaves=31
num_cat=0
split_feature=2 5 1 1 1 6 2 5 0 4 0 3 6 1 3 0 1 4 4 5 0 5 5 1 1 1 1 1 5 0
split_gain=8.7968e+11 6.62875e+12 8.27481e+12 1.04392e+13 1.04511e+13 1.41597e+13 1.35115e+13 9.62903e+12 9.1786e+12 1.18135e+13 1.10398e+13 1.50829e+13 1.061e+13 9.35157e+12 8.01073e+12 1.25029e+13 2.4126e+13 1.94095e+13 1.93541e+13 2.55296e+13 3.48411e+13 2.85803e+13 1.77497e+13 2.06189e+13 1.63318e+13 1.56592e+13 2.95976e+13 2.54457e+13 2.97494e+13 2.55455e+13
threshold=5.5000000000000009 30.990000000000006 40.247294600000011 82.902675200000019 82.888608650000023 1.5000000000000002 7.5000000000000009 28.035000000000004 59.834458500000004 3.5000000000000004 59.982527000000012 10.500000000000002 1.5000000000000002 30.226173900000003 6.5000000000000009 44.678200800000006 39.753614400000011 1.0000000180025095e-35 3.5000000000000004 50.805000000000007 43.592450450000008 58.995000000000012 88.015000000000015 38.058342000000003 39.767857750000005 36.761894450000007 34.359746700000009 37.328003200000005 71.715000000000018 55.826364100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 7 -7 -6 -2 10 11 12 -10 -12 15 16 18 24 19 -3 -21 -22 -23 -24 -17 26 -19 28 -27 -30
right_child=1 14 3 -5 5 6 -8 -9 9 -11 13 -13 -14 -15 -16 17 -18 25 -20 20 21 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-38.855341878383712 800.00839876800774 -7074.0113586425787 -2311.2956116843052 341.79681674725862 -12139.885463305824 -12715.322041873898 11211.172692104468 -35976.097559140333 -11431.200002964564 59667.626386088719 -7082.6537596337585 -7160.081564090241 11006.730744067268 1686.974805835607 118.25064689942495 -5702.182390738225 1412.1287828233508 -3630.8952683721163 46459.81949013158 -169405.0824404762 -74137.92897076963 -1995.816136136968 -12708.149949596775 -136168.45820312502 -76124.25043557788 8828.3613626467959 -40178.759090381041 14.816752944504367 122989.45703125 -5195.8345348011362
leaf_weight=2480138 45118 352 30088 16781 461 549 414 268 280 31 1458 5814 852 7325 1716536 69 810 1257 38 21 134 188 31 24 63 157 269 8563 53 22
leaf_count=2480138 45118 352 30088 16781 461 549 414 268 280 31 1458 5814 852 7325 1716536 69 810 1257 38 21 134 188 31 24 63 157 269 8563 53 22
internal_value=0 52.4294 -702.315 -1675.91 -2741.34 -10388.5 -2429.17 -20902.7 74.3017 -2003.26 -2124.81 -5103.9 5456.71 231.194 100.213 -2469.03 -10707.1 -1209.64 -23164.7 -26692.3 -44043.2 -37060.2 -16614 -66581.7 -39312.7 -722.32 -10073.5 900.178 33578.4 85388.4
internal_weight=0 1.83803e+06 109439 48561 31780 1692 963 729 60878 15760 15729 6946 1132 8783 1.72859e+06 12051 1598 10453 788 750 398 377 243 55 132 10321 1526 8795 232 75
internal_count=4318164 1838026 109439 48561 31780 1692 963 729 60878 15760 15729 6946 1132 8783 1728587 12051 1598 10453 788 750 398 377 243 55 132 10321 1526 8795 232 75
is_linear=0
shrinkage=0.1


Tree=2746
num_leaves=31
num_cat=0
split_feature=1 0 1 6 0 0 5 3 1 5 3 0 0 5 5 5 4 0 5 0 5 0 3 5 3 6 3 0 1 0
split_gain=8.57043e+11 4.51029e+12 1.20706e+13 1.56491e+13 2.08012e+13 1.59967e+13 1.51808e+13 1.21401e+13 1.02063e+13 9.95705e+12 9.65084e+12 9.31652e+12 1.97024e+13 1.05789e+13 7.95984e+12 7.78938e+12 1.25873e+13 1.52731e+13 1.37273e+13 1.5096e+13 8.27018e+12 7.65717e+12 1.50945e+13 9.34318e+12 7.64276e+12 9.11771e+12 8.94809e+12 7.1374e+12 8.41888e+12 8.52593e+12
threshold=83.000022850000008 56.110481950000008 92.896330950000007 1.5000000000000002 56.24640500000001 56.501468900000013 102.01000000000001 18.500000000000004 84.920232800000022 107.05000000000001 4.5000000000000009 56.197733450000008 56.281985950000006 125.85000000000001 40.905000000000008 55.990000000000002 2.5000000000000004 61.785186750000001 64.020000000000024 56.301440000000007 58.755000000000003 56.093493200000005 15.500000000000002 79.730000000000018 9.5000000000000018 1.5000000000000002 4.5000000000000009 59.609407350000005 104.38035940000002 57.641335050000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 3 7 10 8 -7 9 -6 -3 -5 13 14 24 -13 27 17 20 -18 -20 -17 -2 23 -23 26 -26 -4 28 29 -14
right_child=1 2 11 4 5 6 -8 -9 -10 -11 -12 12 15 -15 -16 16 18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=16.757608759346081 -158.55608550639514 30432.576926638991 -15149.35903822955 3933.1205919834956 82654.724531250016 652.7618670249924 -77674.606328124995 -3397.5280772691362 10899.22751846416 -26320.468027935611 -23445.787268653581 -1854.0693162209504 3409.5359204223082 -66078.301526988638 -14583.761830158503 -10585.041515571673 10642.075695137217 -1881.4399793615664 -33355.125468376791 -1471.2455660095884 -33855.451795045861 -7967.731440297398 8928.3544093621167 -34302.445081068065 6536.4065467413493 -5521.4933069061817 7270.1209199725927 -590.87707647413788 11247.228022242607 -19577.879398057728
leaf_weight=3782924 505708 489 187 191 20 2415 25 178 2233 33 395 751 1557 22 1420 293 952 828 157 2742 319 1744 542 146 1033 1596 3709 3871 1504 180
leaf_count=3782924 505708 489 187 191 20 2415 25 178 2233 33 395 751 1557 22 1420 293 952 828 157 2742 319 1744 542 146 1033 1596 3709 3871 1504 180
internal_value=0 -118.438 1138.56 5105.19 3242.24 5460.39 -149.773 19154.6 11536.2 26844.7 -14521.9 15.6747 -1392 3149.23 -10180.3 146.286 -2759.17 -10735.5 223.408 -3197.97 -22714.6 -185.476 -5783.19 -10002.1 3382.64 -783.642 6194.03 2307.81 5769.97 1027.42
internal_weight=0 535240 27100 5979 5279 4693 2440 700 2253 522 586 21121 14574 6547 2171 12403 5291 1440 3851 2899 612 508140 2432 1890 6525 2629 3896 7112 3241 1737
internal_count=4318164 535240 27100 5979 5279 4693 2440 700 2253 522 586 21121 14574 6547 2171 12403 5291 1440 3851 2899 612 508140 2432 1890 6525 2629 3896 7112 3241 1737
is_linear=0
shrinkage=0.1


Tree=2747
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 3 3 5 2 5 3 0 6 6 5 3 3 5 2 5 3 3 0 5 5 5 5 2 5
split_gain=9.06096e+11 1.824e+13 2.23845e+13 8.87967e+13 3.40711e+13 3.9956e+13 4.43726e+13 3.64985e+13 3.2856e+13 3.35025e+13 2.64653e+13 2.57219e+13 3.03422e+13 5.66398e+13 4.48335e+13 4.8117e+13 2.54641e+13 2.71195e+13 2.7327e+13 6.32453e+13 2.51672e+13 2.5108e+13 4.6673e+13 7.4318e+13 2.29231e+13 2.20249e+13 5.63647e+13 3.84106e+13 2.18383e+13 2.1539e+13
threshold=65.551978750000004 65.565203050000022 57.157092150000004 57.147575200000006 57.005000000000003 142.05000000000004 20.500000000000004 11.500000000000002 86.02500000000002 5.5000000000000009 142.05000000000004 9.5000000000000018 57.117834900000013 1.5000000000000002 1.5000000000000002 67.990000000000023 20.500000000000004 9.5000000000000018 112.04500000000002 9.5000000000000018 63.855000000000011 14.500000000000002 15.500000000000002 57.131524800000008 120.05000000000001 91.050000000000011 125.85000000000001 132.05000000000004 7.5000000000000009 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 6 7 20 -9 -10 16 12 14 -14 -2 -16 17 -4 -19 -20 -6 29 23 -23 -17 -24 -27 -28 -25 -13
right_child=1 -3 10 4 5 -7 -8 8 9 -11 -12 21 13 -15 15 24 -18 18 19 -21 -22 22 25 28 -26 26 27 -29 -30 -31
leaf_value=-27.664267730735272 -36541.076965332031 28.626882083760208 -8250.3721331534307 9450.5633144976418 101104.23097511574 -23519.945973772323 541.87567892323375 61144.48219871521 210127.00384615385 97315.247521219135 -95894.239109644404 -5300.8458189914627 146734.36250000002 5493.5590589489184 -6354.7503009733609 121937.13021737558 -20633.824800567902 4672.1520340684365 202672.43773777175 -9615.273269314237 23216.018505586595 5188.3176024512431 6034.6953047481666 46298.486298076925 24381.647580645164 -62837.35576039907 100634.9002176036 -43381.140256426414 155748.89077868854 -93406.447377232151
leaf_weight=3164132 52 1137976 2028 351 54 70 115 128 39 81 29 3072 29 1355 61 108 563 4855 23 36 179 139 2318 26 31 148 46 31 61 28
leaf_count=3164132 52 1137976 2028 351 54 70 115 128 39 81 29 3072 29 1355 61 108 563 4855 23 36 179 139 2318 26 31 148 46 31 61 28
internal_value=0 75.8501 3422.81 6933.54 34663.1 47950.7 56345 69686.6 96387 133979 -548.303 3175.92 14264.3 8453.08 46179.6 67687 -179.878 1478.95 5494.22 73141 41267.4 85.0103 7005.6 50555.8 100180 3135.23 -26735.7 42654.4 123040 -6096.64
internal_weight=0 1.15403e+06 16056 8522 1017 666 596 481 248 120 7534 7505 1636 1384 252 200 7505 6942 4914 59 233 5869 2769 226 139 2543 225 77 87 3100
internal_count=4318164 1154032 16056 8522 1017 666 596 481 248 120 7534 7505 1636 1384 252 200 7505 6942 4914 59 233 5869 2769 226 139 2543 225 77 87 3100
is_linear=0
shrinkage=0.1


Tree=2748
num_leaves=31
num_cat=0
split_feature=3 5 1 5 1 3 0 0 0 4 0 0 4 1 1 2 1 1 0 0 0 1 0 1 5 3 1 3 0 0
split_gain=8.8552e+11 5.93246e+12 2.17067e+13 5.27004e+13 6.32992e+13 7.70882e+13 1.2761e+14 1.54847e+14 1.99637e+14 1.346e+14 8.00925e+13 1.24933e+14 7.95876e+13 7.27902e+13 8.67579e+13 7.89538e+13 7.18384e+13 6.87315e+13 1.52475e+14 1.48764e+14 9.24074e+13 9.37129e+13 7.99252e+13 1.07015e+14 5.75776e+13 5.58232e+13 5.79282e+13 9.19629e+13 5.51812e+13 1.29293e+14
threshold=10.500000000000002 74.610000000000014 37.314272700000011 86.02500000000002 37.417247200000006 24.500000000000004 55.812836050000008 55.734663800000007 55.664473600000008 2.5000000000000004 55.834684950000003 55.851332700000007 2.5000000000000004 37.362912300000012 37.328003200000005 12.500000000000002 37.362912300000012 37.66934650000001 55.628356700000005 55.719391050000006 55.745923000000012 37.516458750000005 55.518428350000008 37.582182450000005 76.00500000000001 24.500000000000004 37.487839250000007 28.500000000000004 55.86787755000001 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10 -8 -12 -13 14 -11 -15 -14 18 22 24 21 -21 23 -6 -20 -26 -27 -28 29 -22
right_child=1 2 3 -5 17 -7 10 -9 9 13 11 12 16 15 -16 -17 -18 -19 19 20 28 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=35.256615389912028 25.135848851586029 1436.9049643782864 -3880.6231983810503 661.00775866146148 4320.4032869922257 12290.69284648764 -89585.80870553659 57108.192983487766 -158289.5660538064 -27886.384454301151 25865.945000393491 101639.74243951614 6579.3476933755173 -33064.826895345053 -153436.79494522759 123535.10043501422 -79308.411561746543 -2972.3641789243688 9475.5482403505212 -32980.802958170578 -858.63578246270981 -224855.20000000001 -14348.191796287685 101005.35994882509 55343.860385718326 39167.049960666234 -181115.57118259009 12909.2830052426 -3123.8221635005957 36635.436680314444
leaf_weight=2688514 1368748 47551 2646 105653 1017 1017 311 328 133 137 273 31 121 120 92 44 499 87247 618 168 2138 30 4544 129 1228 216 36 76 2885 1614
leaf_count=2688514 1368748 47551 2646 105653 1017 1017 311 328 133 137 273 31 121 120 92 44 499 87247 618 168 2138 30 4544 129 1228 216 36 76 2885 1614
internal_value=0 -58.1646 -495.177 -925.793 -2482.46 -12688.8 -18054 -8302.29 -15066 -71333.4 -45690.5 -30916.2 -54728.1 -41905.5 -78325.9 8949.79 -62546.4 -1906.6 4419.33 12513.5 5266.3 -62052.7 -8396.25 15203.8 35298.6 45554.8 8905.57 -49455.8 7274.61 15270.2
internal_weight=0 1.62965e+06 260902 213351 107698 5752 4735 3500 3172 526 1235 924 651 393 229 164 620 101946 14699 9009 6835 198 5690 1146 2174 1556 328 112 6637 3752
internal_count=4318164 1629650 260902 213351 107698 5752 4735 3500 3172 526 1235 924 651 393 229 164 620 101946 14699 9009 6835 198 5690 1146 2174 1556 328 112 6637 3752
is_linear=0
shrinkage=0.1


Tree=2749
num_leaves=31
num_cat=0
split_feature=5 6 1 1 0 0 0 4 2 4 1 2 5 5 3 1 3 3 2 5 2 3 5 5 1 0 2 5 3 0
split_gain=1.12626e+12 8.63202e+12 1.17593e+13 2.59603e+13 8.45202e+13 4.91882e+13 7.73463e+13 3.99323e+13 4.15537e+13 3.72885e+13 3.71206e+13 5.487e+13 3.59818e+13 5.85435e+13 4.61838e+13 4.48648e+13 3.31642e+13 2.98217e+13 4.02271e+13 4.06467e+13 2.77709e+13 4.48193e+13 2.60711e+13 5.03194e+13 2.50764e+13 4.94006e+13 3.62443e+13 4.13134e+13 3.50744e+13 3.4942e+13
threshold=89.00500000000001 1.5000000000000002 82.837870700000011 82.888608650000023 55.046835900000012 54.990279300000005 54.970187400000007 2.5000000000000004 6.5000000000000009 3.5000000000000004 82.897133550000021 4.5000000000000009 95.020000000000024 116.06000000000002 5.5000000000000009 82.871296800000025 5.5000000000000009 16.500000000000004 2.5000000000000004 137.05000000000004 16.500000000000004 16.500000000000004 103.45000000000002 102.01000000000001 65.58467570000002 57.131524800000008 2.5000000000000004 142.05000000000004 8.5000000000000018 57.147575200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 24 4 5 6 -4 -8 12 -10 11 22 -9 15 -15 -14 -6 18 -18 -20 21 -13 23 -5 -3 26 -26 -28 -27 -30
right_child=1 2 3 10 16 -7 7 8 9 -11 -12 20 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=11.852166445498796 -1328.3645255147796 -45.416999095319063 -53178.175490873895 -34828.03693643069 -15487.416059027779 -28854.925612414721 -69598.010595703134 -29606.154281655847 61185.973030323097 198115.1546419271 1978.2290580304264 27051.410635391014 16703.988819186972 -142304.4909375 22447.097039473687 125318.78384929907 71344.750383112972 17105.459698275863 286560.5503515625 102356.48423913044 127850.3050967262 -88761.617032775888 -73377.645366825323 100000.39885416668 4618.3781781145635 40246.782691967586 -20542.279927380165 -76224.943922725346 25607.151224861987 -14980.853490039748
leaf_weight=4097479 53301 134267 113 358 27 284 32 77 59 30 27956 203 59 20 114 107 52 29 25 23 21 40 151 30 524 254 1424 147 317 641
leaf_count=4097479 53301 134267 113 358 27 284 32 77 59 30 27956 203 59 20 114 107 52 29 25 23 21 40 151 30 524 254 1424 147 317 641
internal_value=0 -220.06 132.863 1933.48 17370.4 5530.96 21513.9 38462.1 45882.6 107342 1369.34 -19828.9 31373.6 47025.1 -2142.69 86714.7 85295.1 106389 132281 198296 17522.1 7987.54 -38123.3 -24403.2 -257.3 -8859.94 -18156.2 -25752.6 7209.09 -1550.38
internal_weight=0 220685 167384 29810 1051 895 611 498 466 89 28759 803 377 300 134 166 156 129 100 48 264 243 539 388 137574 3307 2095 1571 1212 958
internal_count=4318164 220685 167384 29810 1051 895 611 498 466 89 28759 803 377 300 134 166 156 129 100 48 264 243 539 388 137574 3307 2095 1571 1212 958
is_linear=0
shrinkage=0.1


Tree=2750
num_leaves=31
num_cat=0
split_feature=5 4 5 5 3 2 2 1 1 0 0 0 0 0 1 0 1 3 0 2 2 0 0 5 0 1 5 0 2 5
split_gain=9.18137e+11 5.77229e+12 1.31583e+13 3.47939e+13 2.76289e+13 1.76761e+13 1.26406e+13 1.22363e+13 2.24108e+13 2.12213e+13 3.91797e+13 1.7088e+13 1.32847e+13 1.311e+13 1.2122e+13 2.0951e+13 1.5023e+13 2.89462e+13 2.79511e+13 4.09294e+13 2.93383e+13 3.24906e+13 2.64656e+13 2.64625e+13 5.04136e+13 5.71741e+13 3.60538e+13 2.42412e+13 3.16792e+13 2.06861e+13
threshold=96.015000000000015 2.5000000000000004 120.05000000000001 118.33500000000002 16.500000000000004 16.500000000000004 25.500000000000004 38.969379750000009 44.005491150000005 55.173809400000003 53.145783300000012 45.063245200000004 59.932719750000011 57.117834900000013 44.083877800000003 60.052595500000002 61.310823700000007 20.500000000000004 53.204054050000003 8.5000000000000018 4.5000000000000009 54.864040150000001 55.013931500000005 99.555000000000021 55.02863030000001 82.933113850000026 103.45000000000002 55.02863030000001 24.500000000000004 100.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 7 -6 -4 11 -9 10 -10 -5 -13 -11 15 -2 18 22 -16 20 21 -20 -18 -24 25 26 -25 -19 -29 -26
right_child=1 -3 6 4 5 -7 -8 8 9 13 -12 12 -14 -15 16 -17 17 27 19 -21 -22 -23 23 24 29 -27 -28 28 -30 -31
leaf_value=8.7343707180704175 672.56571517947896 -70.756653564962619 2141.475332930067 62397.39787946429 68648.045967060825 -38942.926832932695 63431.668830422794 -104195.89467329546 -23467.804304534315 45862.991351996527 -180683.96209239133 -86368.184765625003 15238.454509943183 -49552.698502604173 -816.98851830267142 -72036.512626953117 -19998.68610478154 22813.749890434454 -96711.121277104598 6028.0299162688079 -73344.891273366156 -6155.4449324308389 -13568.112188102637 82370.048934659106 65100.183654296881 -19922.163417119566 261433.44157608697 -56680.14337190611 21168.724908088236 8195.8191749519665
leaf_weight=4168594 4289 138843 3269 21 37 26 34 77 51 36 23 31 22 24 620 40 270 82 49 216 219 207 216 22 75 23 23 226 68 431
leaf_count=4168594 4289 138843 3269 21 37 26 34 77 51 36 23 31 22 24 620 40 270 82 49 216 219 207 216 22 75 23 23 226 68 431
internal_value=0 -243.432 -2478.42 -4814.54 -35684.6 24245.4 2772.38 -48932.3 -61203.2 -36498.4 -72332.3 -13943.5 -44191.8 7696.72 -3296.34 0.733159 -8492.21 -1426.22 -16231.9 -30063 -46474.8 -23488.4 7029.67 16267.2 27494.4 108337 173891 -25264.7 -38674.3 16630.3
internal_weight=0 149570 10727 7424 348 63 3303 285 211 134 74 74 53 60 7076 4329 2747 1436 1311 691 475 256 1060 790 574 68 45 376 294 506
internal_count=4318164 149570 10727 7424 348 63 3303 285 211 134 74 74 53 60 7076 4329 2747 1436 1311 691 475 256 1060 790 574 68 45 376 294 506
is_linear=0
shrinkage=0.1


Tree=2751
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 3 3 3 0 6 3 5 5 4 5 5 3 3 4 0 1 5 1 5 4 3 3 5 5
split_gain=9.05015e+11 7.58617e+12 5.00537e+13 6.80423e+13 7.4166e+13 7.34996e+13 7.8507e+13 7.92292e+13 7.14211e+13 2.77808e+14 5.43703e+13 4.5755e+13 4.48682e+13 6.13679e+13 4.41242e+13 4.49481e+13 4.3726e+13 4.30176e+13 4.22278e+13 4.07001e+13 4.00242e+13 1.7012e+14 7.83956e+13 7.30246e+13 1.09336e+14 1.27308e+14 6.71764e+13 9.64652e+13 6.54717e+13 7.87708e+13
threshold=55.576287050000012 55.518428350000008 37.559851850000008 37.503486000000002 24.500000000000004 55.551692500000009 17.500000000000004 15.500000000000002 16.500000000000004 55.56564190000001 1.5000000000000002 15.500000000000002 80.00500000000001 94.040000000000006 1.5000000000000002 67.990000000000023 22.030000000000005 7.5000000000000009 4.5000000000000009 1.0000000180025095e-35 55.551692500000009 37.487839250000007 68.52500000000002 37.475443250000005 59.245000000000012 1.5000000000000002 16.500000000000004 15.500000000000002 38.210000000000008 28.810000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 5 10 7 -7 19 -10 11 14 20 -14 -5 -16 -12 -15 -18 -9 22 26 23 -3 25 28 27 -22 29 -25
right_child=-2 2 -4 4 -6 6 -8 8 9 -11 16 -13 13 17 15 -17 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=11.589542503122171 -51.181512483164788 -3999.7543474776598 -1476.5025852966528 -8624.6512284873188 -674.45120716333724 10891.590300818611 -1397.101563823654 9318.1736421130954 106903.29152002228 -109479.64101068732 -10854.022326720289 485.52782980804068 -23334.487511149036 -59770.587087367952 -209809.2171370968 -38105.744772135418 -89433.050677490246 22797.60283160067 26225.095399244063 113661.67440271715 839.90560130441338 -40100.413555340696 38546.493155200515 -2953.3925538014346 -25243.632571608396 53371.736510503564 -10901.024270174295 26203.126179133804 -21343.229051411559 50274.4121624744
leaf_weight=2335229 1919283 4001 34294 69 2876 281 332 42 178 89 406 814 1523 71 31 30 32 567 2338 340 5707 1015 770 607 526 974 2666 2034 526 513
leaf_count=2335229 1919283 4001 34294 69 2876 281 332 42 178 89 406 814 1523 71 31 30 32 567 2338 340 5707 1015 770 607 526 974 2666 2034 526 513
internal_value=0 40.949 1118.07 4148.88 12112.1 19493.5 40347.2 55249.4 74455.2 34775.6 12419 -8312.65 1238.41 -12427.5 -63402.8 -125365 19468.9 13609 24663.5 102189 2765.48 -1022.02 8229.79 4963.54 16362.8 24715.9 2789.31 7504.26 7759.13 21426.8
internal_weight=0 2.39888e+06 63652 29358 7858 4982 1262 930 649 267 3720 944 21500 2161 130 61 2776 638 2370 382 19339 11422 7917 7147 3146 2620 10407 7741 1646 1120
internal_count=4318164 2398881 63652 29358 7858 4982 1262 930 649 267 3720 944 21500 2161 130 61 2776 638 2370 382 19339 11422 7917 7147 3146 2620 10407 7741 1646 1120
is_linear=0
shrinkage=0.1


Tree=2752
num_leaves=31
num_cat=0
split_feature=1 5 1 1 0 2 3 4 2 2 5 2 5 5 3 3 5 6 5 5 0 1 0 0 4 5 5 5 2 5
split_gain=8.26211e+11 5.22095e+12 8.08505e+12 6.38276e+12 1.38102e+13 1.7924e+13 1.67413e+13 1.20107e+13 1.74719e+13 1.54868e+13 1.13317e+13 4.5756e+13 2.43519e+13 9.44171e+12 3.59298e+13 1.11696e+13 1.1224e+13 1.02098e+13 9.83385e+12 1.94624e+13 9.32411e+12 1.39258e+13 8.61517e+12 8.12672e+12 8.059e+12 1.8095e+13 1.88786e+13 1.1735e+13 1.17393e+13 8.19938e+12
threshold=91.398302750000013 46.010000000000012 91.910414550000013 104.38035940000002 52.485928400000006 8.5000000000000018 18.500000000000004 1.5000000000000002 5.5000000000000009 6.5000000000000009 161.85000000000002 2.5000000000000004 142.05000000000004 103.45000000000002 10.500000000000002 15.500000000000002 47.415000000000006 1.5000000000000002 78.010000000000005 84.030000000000015 61.785186750000001 113.46563545000002 58.242297500000006 58.049540950000008 2.5000000000000004 63.855000000000011 62.385000000000012 68.00500000000001 5.5000000000000009 64.805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 13 8 -5 20 12 -12 24 15 -15 17 -17 -7 -18 -20 21 -10 23 -6 25 26 -3 28 29 -27
right_child=1 3 -4 7 22 6 -8 -9 9 -11 11 -13 -14 14 -16 16 18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-8.0658452891767567 3105.4466873553492 1966.1860143229167 -802.70983116785931 3304.9770624916355 905.93361138823718 48972.273937457539 -64656.594944069606 -63.686969756250534 -70486.533534787741 -12632.378630736715 86048.529687500006 -97723.824107142864 99287.650983796295 163952.69321732956 5538.3351371951221 97087.880347656261 20223.609338058872 -2422.4360129112056 137753.60553977275 4738.2280850497164 -86799.41734541225 721.95279262609654 -33425.715334372326 36288.977986778853 7813.7187672886766 -21613.56103515625 72597.104802684305 -7855.5605281284879 9656.7427667025859 -83609.196361541748
leaf_weight=4176165 5833 1275 57227 467 47927 46 22 25062 53 414 20 42 27 22 41 25 267 242 22 22 47 57 73 65 2313 32 39 224 29 64
leaf_count=4176165 5833 1275 57227 467 47927 46 22 25062 53 414 20 42 27 22 41 25 267 242 22 22 47 57 73 65 2313 32 39 224 29 64
internal_value=0 237.215 -441.208 779.17 1411.15 6540.89 21212.7 -500.257 -11041 -22774.1 3981.9 -38442.4 4638.98 23962.5 60857.6 20237.5 32624.2 5786.44 27442.2 71245.9 -49517.2 -33587.6 901.641 953.856 3996.25 -1313.32 4062.54 -21553.6 -46100.6 -62944
internal_weight=0 141999 63060 78939 52839 4774 709 26100 1038 571 4065 62 4003 687 63 624 336 288 311 44 157 110 48065 47992 3976 1663 1314 349 125 96
internal_count=4318164 141999 63060 78939 52839 4774 709 26100 1038 571 4065 62 4003 687 63 624 336 288 311 44 157 110 48065 47992 3976 1663 1314 349 125 96
is_linear=0
shrinkage=0.1


Tree=2753
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 6 3 5 0 5 1 1 4 5 1 0 4 1 1 6 0 0 5 5 3 0 1 3 5 6
split_gain=8.97586e+11 4.20116e+12 9.35992e+12 2.62287e+13 2.62757e+13 7.12485e+13 5.39094e+13 8.95781e+13 8.23931e+13 4.42839e+13 4.10058e+13 3.05601e+13 2.81454e+13 1.08332e+14 2.92198e+13 2.10807e+13 1.94574e+13 1.8096e+13 3.50599e+13 6.03542e+13 2.42198e+13 6.13623e+13 2.32866e+13 2.27098e+13 2.0094e+13 2.08279e+13 2.97106e+13 1.80619e+13 1.75409e+13 1.71188e+13
threshold=83.000022850000008 53.37994195000001 54.811549550000009 54.920670650000005 11.500000000000002 1.5000000000000002 9.5000000000000018 81.910000000000011 54.864040150000001 77.715000000000018 83.053286850000021 83.053286850000021 1.5000000000000002 49.505000000000003 83.053286850000021 54.934662400000008 1.5000000000000002 83.093115700000013 86.192907650000009 1.5000000000000002 54.194619400000008 54.484631300000011 161.85000000000002 90.015000000000015 1.5000000000000002 53.516665650000007 83.663637000000008 16.500000000000004 48.035000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 4 5 -4 10 9 -9 12 -7 -6 13 -8 -14 27 -3 28 19 20 -19 -22 23 24 -21 -26 -27 -5 -18 -30
right_child=1 2 3 15 11 6 7 8 -10 -11 -12 -13 14 -15 -16 -17 17 18 -20 22 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=17.149397822447579 457.45170109678241 1411.897443624084 -67482.321612290936 -56266.606918637386 -409.33169147622607 -24669.489854243151 -15024.752790288325 206179.45009765626 -127.93970224808673 -113167.4727505388 10917.319768098538 26732.11632267879 55965.687968749997 225710.91375000004 -46441.596835662764 -191.18499885958062 -9125.5539334434052 1987.0228154852839 -1278.3794506245981 9769.1021994152907 130931.33570075757 17037.953996304266 83665.165129206725 -38580.407992039844 -4699.3192674537413 -11369.112415311232 -30414.547175818665 -10597.939847622789 -24102.7251113165 8757.7310993823594
leaf_weight=3782924 101640 13953 142 111 669 349 286 32 49 58 4483 1092 30 20 391 382498 885 202 15977 477 66 167 26 291 2954 3985 1031 394 168 2814
leaf_count=3782924 101640 13953 142 111 669 349 286 32 49 58 4483 1092 30 20 391 382498 885 202 15977 477 66 167 26 291 2954 3985 1031 394 168 2814
internal_value=0 -121.207 -256.85 -102.703 5714.12 2485.52 4229.19 -18746.9 81376.2 -29078 8347 16421.1 -22369.4 709.604 -39144.2 -218.142 -1657.23 -3131.72 -4110 -9028.01 27329.2 49299.6 -10832.6 -11113.8 -10167.5 -11360.7 -15283.8 -20636 3237.36 6906.44
internal_weight=0 535240 433600 390604 7601 5840 5698 866 81 785 4832 1761 727 306 421 383003 42996 29043 25176 9199 435 233 8764 8738 8447 7970 5016 505 3867 2982
internal_count=4318164 535240 433600 390604 7601 5840 5698 866 81 785 4832 1761 727 306 421 383003 42996 29043 25176 9199 435 233 8764 8738 8447 7970 5016 505 3867 2982
is_linear=0
shrinkage=0.1


Tree=2754
num_leaves=31
num_cat=0
split_feature=5 3 5 1 1 1 0 1 0 0 5 0 0 1 1 1 1 1 1 5 5 2 1 1 5 1 5 1 1 2
split_gain=9.1555e+11 3.50903e+12 4.72163e+12 7.58719e+12 6.97489e+12 2.03903e+13 1.59658e+13 8.89959e+12 1.16997e+13 1.28361e+13 8.10907e+12 1.25244e+13 9.39964e+12 2.19672e+13 6.81589e+12 6.47062e+12 9.10965e+12 8.61232e+12 1.28299e+13 1.54129e+13 1.43641e+13 9.51849e+12 1.07554e+13 1.01531e+13 8.56312e+12 6.70818e+12 6.63232e+12 6.03421e+12 1.15198e+13 5.99595e+12
threshold=102.01000000000001 2.5000000000000004 114.05000000000001 86.192907650000009 43.574807850000006 39.899261850000009 45.040161900000008 50.888703650000004 55.806974650000008 53.145783300000012 110.05000000000001 45.070824200000011 45.084117700000007 38.959914000000005 30.410108300000001 35.911716050000003 37.328003200000005 38.969379750000009 38.959914000000005 177.02500000000003 225.45000000000002 1.5000000000000002 37.889331900000009 37.737121850000008 132.05000000000004 38.096381250000007 128.92000000000004 39.826386800000009 39.007683500000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 -7 8 9 -6 12 -12 13 -2 -4 -16 24 18 19 21 -21 22 -18 -23 -17 -25 -24 28 -14 -19
right_child=1 -3 14 -5 7 6 -8 -9 -10 -11 11 -13 27 -15 15 16 17 29 -20 20 -22 23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=7.3901503813843226 29238.22603934152 -376.62053841832221 -23497.244646990745 49955.784247622287 -17131.796255716465 118568.24924479167 25938.539322584504 11396.959786961661 27044.970447716347 -106952.21180889424 84016.308445581904 -6717.6415283203132 1224.7022301136365 -88861.120681423621 39378.358716881798 8368.7476562499996 -80470.68528125 6025.136124354085 92349.392613636373 95398.872972972982 -3934.8943725585941 68752.574687500004 28325.125094696974 -46490.469122869319 -67814.533745659734 21400.749872819768 -34607.165831801474 -32991.271276041669 70241.553777091729 -6561.3847322179927
leaf_weight=4209727 28 105805 108 46 41 30 49 119 26 26 29 32 110 36 46 25 25 762 22 37 24 30 33 22 36 43 34 30 31 752
leaf_count=4209727 28 105805 108 46 41 30 49 119 26 26 29 32 110 36 46 25 25 762 22 37 24 30 33 22 36 43 34 30 31 752
internal_value=0 -286.899 3319.84 10846.6 7781.82 15977.8 61114.4 -6715.82 -29892.4 -51987.5 3931.24 36418.2 -4501.54 -37192.7 936.436 2331.91 1408.26 2707.59 19160.5 12668 56316.7 -1570.39 -24496.5 20631.8 -36591.9 -1577.82 -3610.66 7733.73 16398.6 -226.557
internal_weight=0 108437 2632 633 587 375 79 212 93 67 296 61 235 64 1999 1891 1845 1784 270 248 61 187 92 95 61 65 67 171 141 1514
internal_count=4318164 108437 2632 633 587 375 79 212 93 67 296 61 235 64 1999 1891 1845 1784 270 248 61 187 92 95 61 65 67 171 141 1514
is_linear=0
shrinkage=0.1


Tree=2755
num_leaves=31
num_cat=0
split_feature=3 3 1 1 2 1 3 0 5 4 5 3 0 0 1 1 0 0 6 0 5 4 1 0 0 5 5 4 0 3
split_gain=8.08844e+11 5.61624e+12 2.34993e+13 4.60703e+13 4.6288e+13 3.75813e+13 7.55498e+13 7.84426e+13 7.57677e+13 7.27994e+13 4.85074e+13 4.07696e+13 3.95972e+13 1.29464e+14 5.86319e+13 4.3586e+13 4.49753e+13 1.4685e+14 2.4967e+14 6.94061e+13 6.3541e+13 7.90203e+13 6.3071e+13 4.95276e+13 7.49168e+13 5.90801e+13 6.9836e+13 4.31816e+13 3.62854e+13 6.35442e+13
threshold=10.500000000000002 14.500000000000002 30.362552800000003 30.434657650000002 9.5000000000000018 30.451272450000005 12.500000000000002 60.003414000000006 56.835000000000008 2.5000000000000004 34.605000000000011 13.500000000000002 59.939091550000008 59.950068600000009 30.578016350000002 37.275078000000001 55.806974650000008 55.842510000000011 1.5000000000000002 55.695992150000002 107.05000000000001 2.5000000000000004 30.502469200000004 56.054485600000007 55.899899800000007 88.015000000000015 84.030000000000015 3.5000000000000004 55.68356880000001 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 9 10 -8 -12 15 14 -14 16 19 18 -18 28 21 -19 -22 24 -23 26 -26 -27 -7 -30
right_child=1 -3 3 5 -6 12 7 -9 -10 -11 11 -13 13 -15 -16 -17 17 20 -20 -21 22 23 -24 -25 25 27 -28 -29 29 -31
leaf_value=33.695648378309073 1610.7349038206939 37.280440002532281 -3259.1515611951354 -15184.15795887714 -18011.421878715391 494.16886513455984 -5013.5256869298337 -39642.628776622958 69678.998202476025 -73668.391596679692 54759.745507203421 -21525.883597471657 -48260.7082536538 -1914.8983678737468 19515.6922115819 -784.72384994766821 196462.78301866321 3837.4983102884798 -29745.844390800561 -32931.148167953492 -185478.44613970589 -89325.305792236337 1999.351685855263 17540.157859601331 71486.017763475917 253702.52760881698 -69207.425103759771 66486.128693181832 17682.82932348633 190568.04189814816
leaf_weight=2688514 48239 1303445 8126 683 2881 6870 322 168 395 80 481 82 969 5393 147 240614 108 8174 89 640 34 32 38 1124 299 28 40 22 100 27
leaf_count=2688514 48239 1303445 8126 683 2881 6870 322 168 395 80 481 82 969 5393 147 240614 108 8174 89 640 34 32 38 1124 299 28 40 22 100 27
internal_value=0 -55.5894 -426.677 -780.255 -7120.45 -518.843 12464.5 24823.1 32786.5 17685.5 25943.5 43648.9 -627.271 -8330.44 -39333.2 -433.11 4367.08 8784.25 94267 -1409.9 7064.3 7757.67 -86531.8 28497.8 57752.9 69851.9 54885 171327 1473.28 54438
internal_weight=0 1.62965e+06 326205 277966 11007 266959 2211 1528 1360 965 885 563 264748 6509 1116 258239 17625 9988 197 7637 9791 9719 72 1545 421 389 339 50 6997 127
internal_count=4318164 1629650 326205 277966 11007 266959 2211 1528 1360 965 885 563 264748 6509 1116 258239 17625 9988 197 7637 9791 9719 72 1545 421 389 339 50 6997 127
is_linear=0
shrinkage=0.1


Tree=2756
num_leaves=31
num_cat=0
split_feature=3 4 2 1 5 3 5 5 0 3 5 3 0 0 5 2 0 5 0 1 5 2 5 0 6 5 1 0 5 5
split_gain=8.51828e+11 5.71499e+12 1.07475e+13 1.71449e+13 1.65854e+13 5.06658e+13 3.33418e+13 3.5764e+13 4.07039e+13 3.04419e+13 4.71218e+13 3.03135e+13 2.76498e+13 4.21556e+13 3.81508e+13 2.98046e+13 2.65319e+13 2.62567e+13 2.57754e+13 3.12445e+13 2.51615e+13 2.32005e+13 2.93647e+13 4.08117e+13 2.30538e+13 4.15441e+13 3.24184e+13 2.19754e+13 2.31152e+13 2.11955e+13
threshold=9.5000000000000018 3.5000000000000004 2.5000000000000004 36.546174950000008 73.405000000000015 5.5000000000000009 95.020000000000024 102.01000000000001 60.042666650000008 7.5000000000000009 161.85000000000002 5.5000000000000009 59.755965500000009 59.916647550000008 100.05000000000001 4.5000000000000009 59.863160500000006 100.05000000000001 59.950068600000009 30.332994000000003 99.555000000000021 7.5000000000000009 137.05000000000004 59.939091550000008 1.5000000000000002 128.92000000000004 30.207352000000004 59.609407350000005 78.710000000000022 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 16 8 11 -9 21 12 -8 17 18 -16 27 -14 20 -20 -15 22 23 -11 -23 26 -26 -6 -29 -13
right_child=-2 2 3 -5 6 -7 7 9 -10 10 -12 29 13 14 15 -17 -18 -19 19 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-85.177007079174103 40.089134155653042 2347.6924471634261 -5526.6272038891329 623.32702675098255 -15230.362811887688 39430.719711611688 -21943.300471047798 -9915.0810686136392 -85234.680824908093 -25672.087716007867 -67219.149189814823 -32955.34299831566 83260.585855263169 62348.430481635201 -101700.85267137097 43480.811823918273 -26034.118032120252 209840.2215013587 -86320.07082297586 66622.96677389706 180579.62682291667 1853.4163541666667 86437.90809948981 79359.71751235651 255031.10833333337 1929.4192708333333 81327.339204545468 -7152.0359338638636 62792.501469598072 30794.835328125002
leaf_weight=1857116 2379540 28234 1074 46427 311 327 51 2677 34 151 54 109 57 72 31 26 1286 23 22 34 24 30 49 49 21 24 22 94 95 100
leaf_count=1857116 2379540 28234 1074 46427 311 327 51 2677 34 151 54 109 57 72 31 26 1286 23 22 34 24 30 49 49 21 24 22 94 95 100
internal_value=0 -49.2069 770.352 -65.6016 -4736.97 4966.63 -7233.26 -1767.43 20942.3 -6070.25 19661.3 27517.9 45941.1 57920.7 34291.4 -35477.6 -18434.2 119652 60454.9 6538.2 91906.2 33220.7 17058.6 60.7046 74708.9 107331 166159 1112.71 28005.3 -2452.87
internal_weight=0 1.93862e+06 81508 53274 6847 1401 5446 3660 583 3077 400 549 340 289 209 57 1786 80 152 56 96 346 249 200 97 67 43 500 189 209
internal_count=4318164 1938624 81508 53274 6847 1401 5446 3660 583 3077 400 549 340 289 209 57 1786 80 152 56 96 346 249 200 97 67 43 500 189 209
is_linear=0
shrinkage=0.1


Tree=2757
num_leaves=31
num_cat=0
split_feature=5 5 1 2 3 3 2 1 1 0 0 2 0 2 0 0 3 2 1 0 2 3 1 0 3 3 1 3 2 6
split_gain=8.44493e+11 7.38922e+12 1.52689e+13 3.14196e+13 1.8803e+13 3.40868e+13 4.94158e+13 1.41637e+13 7.41181e+13 2.09866e+13 1.59523e+13 2.02566e+13 2.0808e+13 6.15876e+13 2.7312e+13 2.56324e+13 2.54316e+13 2.17017e+13 4.69147e+13 3.24503e+13 3.87517e+13 3.77788e+13 6.0145e+13 2.61056e+13 2.06148e+13 4.18586e+13 2.31342e+13 1.90572e+13 1.53306e+13 2.149e+13
threshold=89.00500000000001 90.015000000000015 20.507360500000004 6.5000000000000009 4.5000000000000009 5.5000000000000009 2.5000000000000004 30.323743050000001 30.332994000000003 59.939091550000008 60.052595500000002 1.5000000000000002 59.963407450000012 13.500000000000002 59.939091550000008 60.017447350000005 10.500000000000002 3.5000000000000004 30.102666750000001 59.853570100000006 7.5000000000000009 17.500000000000004 30.305955500000003 59.834458500000004 12.500000000000002 20.500000000000004 30.278357500000002 7.5000000000000009 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 10 9 -9 11 -4 14 27 17 -15 -16 18 -13 20 -19 22 -21 -22 26 -26 -20 -14 -23 -30
right_child=1 -3 7 -5 5 6 -8 8 -10 -11 -12 12 13 15 16 -17 -18 19 24 21 23 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=10.263055064038433 -67497.052893518514 -18.120099062463357 -80822.331336805553 117498.26948242188 110761.79794921876 59659.760457589291 -124419.32725 28724.107589285719 -2024.7487472076104 152719.37212540067 40077.185134943189 -84305.2185483871 -137988.66368534483 107487.9584765625 -3634.1695693597562 -25088.321125000002 109923.47292351974 -12364.586530214907 169880.06426630437 -143351.82035530821 18860.450528492649 35035.74082782452 -11625.079115064218 153472.350515625 -96151.9528409091 103737.97306762695 47904.7896077474 -50569.600442196279 -7991.6580208711857 -116814.00271739131
leaf_weight=4097479 27 202686 45 32 32 35 25 21 16522 39 55 31 29 35 41 25 38 317 23 73 34 52 66 25 22 20 48 178 86 23
leaf_count=4097479 27 202686 45 32 32 35 25 21 16522 39 55 31 29 35 41 25 38 317 23 73 34 52 66 25 22 20 48 178 86 23
internal_value=0 -190.555 -2132.34 29533.2 5878.7 27412.9 -17039.9 -2400.24 -1621.86 109321 -12595.4 -14987.7 -12446.9 -36959.5 -5166.72 52247.8 50988.5 -10576.8 24671 -18085.2 1485.35 -42613.6 -80805.3 75899.4 54567.1 -966.274 87417.9 -62816.7 -9640.66 -30954.2
internal_weight=0 220685 17999 151 119 92 60 17848 16582 60 1266 1211 1166 267 899 60 79 820 144 676 376 300 139 59 113 42 71 207 161 109
internal_count=4318164 220685 17999 151 119 92 60 17848 16582 60 1266 1211 1166 267 899 60 79 820 144 676 376 300 139 59 113 42 71 207 161 109
is_linear=0
shrinkage=0.1


Tree=2758
num_leaves=31
num_cat=0
split_feature=3 0 5 1 1 6 4 1 0 5 2 2 5 1 2 5 2 2 3 5 5 5 5 5 3 3 0 2 0 5
split_gain=7.88479e+11 5.59014e+12 4.71889e+12 3.37053e+12 1.28948e+13 1.82015e+13 1.36504e+13 1.21425e+13 1.86935e+13 1.18121e+13 1.13619e+13 3.21083e+13 1.55913e+13 9.47072e+12 2.31627e+13 9.1886e+12 7.55225e+12 7.75423e+12 6.70402e+12 8.67859e+12 8.48195e+12 6.06073e+12 5.84998e+12 1.51061e+13 3.15135e+13 2.37709e+13 2.4361e+13 2.32727e+13 1.54862e+13 1.06614e+13
threshold=34.500000000000007 55.657530000000008 75.750000000000014 37.503486000000002 37.487839250000007 1.5000000000000002 2.5000000000000004 37.516458750000005 55.762622900000004 65.50500000000001 28.500000000000004 32.500000000000007 46.010000000000012 37.475443250000005 15.500000000000002 66.040000000000006 12.500000000000002 11.500000000000002 36.500000000000007 46.810000000000009 64.020000000000024 39.505000000000003 39.805000000000007 45.610000000000007 36.500000000000007 37.500000000000007 56.802385350000009 28.500000000000004 55.755036050000008 38.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 13 6 21 8 18 -10 12 -12 -7 16 -15 -14 17 -3 19 -5 -21 -6 29 24 27 26 -26 28 -24 -9
right_child=1 3 -4 7 5 10 -8 22 9 -11 11 -13 15 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=1.4480407549119796 -22472.862398086942 -8961.6958082497695 18416.746365263967 57722.69861607143 -22501.246363146551 -68558.605739182691 6222.157306229441 -962.94211996824458 38064.408040364586 125222.70353260869 119395.73934795673 -30214.395629882812 42550.878745993592 81150.885416666672 -27316.521344866076 -31062.436927083334 3986.8029166288284 -57968.763187662757 -28082.487037194296 -57879.344375000001 24191.760328584562 -74861.503045457401 -80240.800574448542 -1205.0147506345161 198216.42585937501 27065.815111773947 55735.391585286467 81612.222690054099 -3715.584879694065 -31025.422836434765
leaf_weight=4313211 195 313 33 35 29 39 38 427 48 23 26 32 39 45 35 30 701 36 46 20 34 93 34 2152 20 92 30 26 119 163
leaf_count=4313211 195 313 33 35 29 39 38 427 48 23 26 32 39 45 35 30 701 36 46 20 34 93 34 2152 20 92 30 26 119 163
internal_value=0 -1260.99 -16554.6 -523.012 -4524.99 -22045.9 -46113.8 1259.45 24760.4 66298.8 1152.13 36852.2 -18020.1 529.712 33696.4 10545.1 -1997.27 -14016.9 2914.32 18935.1 -6204.95 -62415.2 -321.087 1813.52 22049.9 57228.5 112728 -5857.12 -20721.2 -9268.34
internal_weight=0 4953 228 4725 1456 326 160 3269 206 71 166 58 108 1130 80 69 1050 349 135 89 54 122 3063 2473 321 142 50 179 153 590
internal_count=4318164 4953 228 4725 1456 326 160 3269 206 71 166 58 108 1130 80 69 1050 349 135 89 54 122 3063 2473 321 142 50 179 153 590
is_linear=0
shrinkage=0.1


Tree=2759
num_leaves=31
num_cat=0
split_feature=2 6 1 5 3 4 0 5 3 1 3 1 1 1 1 5 4 5 0 5 2 5 0 0 5 0 0 5 5 0
split_gain=8.04124e+11 7.26525e+12 1.30273e+13 1.97622e+13 4.13538e+13 2.98094e+13 3.56036e+13 1.77913e+13 2.46594e+13 1.87025e+13 2.43263e+13 2.54926e+13 2.17785e+13 1.95963e+13 1.99573e+13 1.89631e+13 1.4272e+13 1.36917e+13 1.25046e+13 2.22858e+13 1.15335e+13 1.03417e+13 8.99481e+12 1.13903e+13 8.84288e+12 8.1016e+12 1.01768e+13 1.40302e+13 7.737e+12 9.57182e+12
threshold=24.500000000000004 1.5000000000000002 60.58031445000001 72.705000000000013 25.500000000000004 2.5000000000000004 55.02863030000001 84.030000000000015 26.500000000000004 49.148175700000003 25.500000000000004 39.071052600000009 30.370618100000005 37.417247200000006 38.984911950000004 95.020000000000024 2.5000000000000004 99.555000000000021 56.802385350000009 99.555000000000021 26.500000000000004 50.805000000000007 55.025681450000008 55.975961550000008 97.050000000000011 54.484631300000011 51.636650050000007 87.395000000000024 97.050000000000011 56.758269450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 7 21 5 -5 -7 -3 9 10 11 12 -9 15 17 -14 -10 -15 19 -6 24 -4 -23 -24 -18 26 -2 -28 -22 -30
right_child=1 2 3 4 18 6 -8 8 16 -11 -12 -13 13 14 -16 -17 20 -19 -20 -21 28 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=2.8489189919128952 -2802.7860231711652 -3849.5459165239686 6452.9339879338622 161512.57130208335 16977.986883223686 109689.4583460366 -23775.60264423077 39044.098438895096 -62204.955156249998 -104092.53909970238 -102956.35884146341 68302.559859913803 -142366.53103101326 -26916.991706730769 -75018.69210994945 -39367.853966346156 18891.829095052086 76730.114249999999 18459.848121643066 -97274.464566532261 16604.27608245482 24085.053459821429 -66185.339750896514 -12220.049306103068 104735.10390625001 22.16519318125863 17351.919817093618 85254.731902901782 -72840.568373325907 9845.687974330358
leaf_weight=4299425 220 3272 334 30 38 41 39 35 30 42 41 29 33 26 34 39 30 25 128 31 83 35 61 109 20 13610 233 35 28 28
leaf_count=4299425 220 3272 334 30 38 41 39 35 30 42 41 29 33 26 34 39 30 25 128 31 83 35 61 109 20 13610 233 35 28 28
internal_value=0 -653.648 -4085.47 7135.79 27387.3 76503.6 44625.2 -6586.97 -23712.9 -42142.9 -32212.1 -19087.6 -32287.1 -48189 -15673.2 -86575.6 1870.35 23890.4 -37.9916 -34352.8 12041 -4398.95 -22079.6 -31584.1 53229.1 476.094 13135.9 26219.8 -2774.83 -31497.4
internal_weight=0 18739 4641 846 307 110 80 3795 523 304 262 221 192 157 85 72 219 51 197 69 189 539 205 170 50 14098 488 268 139 56
internal_count=4318164 18739 4641 846 307 110 80 3795 523 304 262 221 192 157 85 72 219 51 197 69 189 539 205 170 50 14098 488 268 139 56
is_linear=0
shrinkage=0.1


Tree=2760
num_leaves=31
num_cat=0
split_feature=1 5 5 2 5 1 1 6 3 5 1 1 6 2 2 3 1 1 1 5 1 0 5 3 5 4 0 0 2 2
split_gain=7.95359e+11 4.23646e+12 1.40936e+13 2.49902e+13 1.53808e+13 3.63005e+13 1.97158e+13 1.99661e+13 1.74409e+13 1.24919e+13 1.60098e+13 1.70466e+13 1.37962e+13 1.32241e+13 1.32102e+13 1.29711e+13 1.18318e+13 1.12266e+13 2.19188e+13 1.24518e+13 1.00213e+13 4.53067e+13 1.81361e+13 1.08411e+13 1.15816e+13 1.3542e+13 1.27405e+13 1.16343e+13 1.00428e+13 9.46847e+12
threshold=83.000022850000008 39.995000000000012 38.610000000000007 1.5000000000000002 38.905000000000008 83.026705000000007 83.006817700000013 1.5000000000000002 9.5000000000000018 41.305000000000007 83.015546400000019 83.053286850000021 1.5000000000000002 1.5000000000000002 2.5000000000000004 9.5000000000000018 103.85249100000001 83.003420700000007 83.003542850000017 39.005000000000003 83.006817700000013 55.017213950000006 38.210000000000008 8.5000000000000018 36.005000000000003 1.5000000000000002 56.054485600000007 55.993277250000013 4.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 17 5 8 -6 -8 -5 10 12 -12 29 -14 15 -15 -9 19 -19 -4 21 28 -23 24 26 27 -22 -26 -2 -3
right_child=1 9 3 4 6 -7 7 16 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=16.143300546754091 -2654.473493752786 -8706.5059902629182 21119.435496794875 -63917.080926579307 -5825.4591709107735 -5903.2550067363118 -2925.5896951129653 7542.3438370128897 8869.6595574951189 -42.664380419229651 -9280.133364020714 2852.6063910831467 1006.2256080761965 -4375.8227759576612 18196.713194273245 69660.158446289061 -10373.013137603095 17700.39027142397 1630.5934452576969 -14269.145772162954 -292.09752691182996 13321.613648387787 -34258.578086890244 -1257.9590862100777 14349.487206652668 -2322.643005623871 6038.03626129236 -4651.1201155016188 1934.9973979840408 13615.185254681301
leaf_weight=3782924 8393 479 117 186 14092 843 9478 3432 40 357311 1300 10604 397 31 919 100 413 970 6792 662 32697 3477 82 64166 1833 1159 3522 391 11039 315
leaf_count=3782924 8393 479 117 186 14092 843 9478 3432 40 357311 1300 10604 397 31 919 100 413 970 6792 662 32697 3477 82 64166 1833 1159 3522 391 11039 315
internal_value=0 -114.096 -537.783 -2254.18 -3676.8 -15444.6 -3217.94 -459.917 -51034.5 72.7176 2987.33 1527.63 10741.2 16553.3 22431.6 52140.2 5618.02 2490.24 3638.8 -8954.04 -36.4423 1852.53 12225.4 -454.966 846.102 6441.64 323.456 11009 -47.2705 149.077
internal_weight=0 535240 163784 37025 28484 1069 27415 13323 226 371456 14145 11904 2241 1447 1050 131 3845 8541 7762 779 126759 22991 3559 103768 39602 3383 36219 2224 19432 794
internal_count=4318164 535240 163784 37025 28484 1069 27415 13323 226 371456 14145 11904 2241 1447 1050 131 3845 8541 7762 779 126759 22991 3559 103768 39602 3383 36219 2224 19432 794
is_linear=0
shrinkage=0.1


Tree=2761
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 3 1 3 3 3 5 5 2 5 5 2 5 1 5 5 1 1 1 3 1 2 5 5 5 3
split_gain=8.20812e+11 2.8689e+13 4.28198e+13 3.69476e+13 6.33353e+13 4.39973e+13 7.49059e+13 2.97825e+13 3.33163e+13 4.84467e+13 4.30408e+13 6.12872e+13 2.66273e+13 2.5046e+13 3.98812e+13 2.47634e+13 2.62133e+13 2.46322e+13 3.00557e+13 2.11882e+13 2.96713e+13 2.04074e+13 2.81405e+13 2.59863e+13 3.20379e+13 2.07878e+13 2.02502e+13 2.97253e+13 1.97144e+13 1.87711e+13
threshold=55.535913550000011 55.518428350000008 1.5000000000000002 16.500000000000004 37.436176200000013 5.5000000000000009 37.362912300000012 24.500000000000004 5.5000000000000009 9.5000000000000018 70.50500000000001 80.00500000000001 2.5000000000000004 52.990000000000002 59.025000000000013 10.500000000000002 50.005000000000003 37.533784800000006 81.00500000000001 85.020000000000024 37.503486000000002 37.615058950000012 37.620907050000007 17.500000000000004 37.582182450000005 18.500000000000004 71.715000000000018 74.610000000000014 81.00500000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 15 -3 -7 8 10 19 -4 29 -13 -11 -15 16 -5 26 -19 -10 -21 23 -23 28 -25 -26 -16 -28 -6 -12
right_child=-2 2 7 4 21 6 -8 -9 9 13 11 12 -14 14 17 -17 -18 18 -20 20 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=10.716636468140788 -47.673759864003301 61248.072265625 -9043.1301783215731 42492.464452855231 -14716.439126091454 -69854.861135162515 -5242.5595779640253 -8302.8422626230131 34452.084968965057 2795.149567136285 82141.747875000001 -87383.953024193557 54625.078710937501 43772.609556161682 1252.0501286368535 12763.966749790738 113479.16907775044 6104.294221983565 -56514.964814226019 -77438.116132812502 61437.199062500003 43238.891546655374 -21482.724138077447 118569.03528645833 7608.6280819525964 -10641.143418630851 129789.515625 32903.239280427631 -81703.066687260856 196770.44074218752
leaf_weight=2335229 1966665 94 1086 181 425 187 4430 791 1326 2148 50 31 23 471 145 161 73 705 86 40 25 249 92 24 2269 861 38 190 49 20
leaf_count=2335229 1966665 94 1086 181 425 187 4430 791 1326 2148 50 31 23 471 145 161 73 705 86 40 25 249 92 24 2269 861 38 190 49 20
internal_value=0 39.8717 4224.49 -332.075 6275.06 -6480.59 -7859.52 10000.4 12268.2 15761.7 -2670.14 53144.9 -26898.6 9894.07 19220.4 43446.1 62894.2 9285.57 -703.868 31719.5 -24024.5 2388.45 25777.3 190.097 3471.02 2588.48 30469.6 49051 -21641.2 114893
internal_weight=0 2.3515e+06 16270 9095 4384 4711 4617 7175 6384 5174 1210 124 54 3783 1635 415 254 1164 791 1391 65 3969 341 3628 3154 3130 373 228 474 70
internal_count=4318164 2351499 16270 9095 4384 4711 4617 7175 6384 5174 1210 124 54 3783 1635 415 254 1164 791 1391 65 3969 341 3628 3154 3130 373 228 474 70
is_linear=0
shrinkage=0.1


Tree=2762
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 0 0 0 0 0 3 5 3 1 0 0 1 0 3 5 1 3 3 5 0 3 4 4 5
split_gain=8.20191e+11 8.175e+13 5.93788e+13 5.91467e+13 2.99971e+13 3.18487e+13 3.98188e+13 3.86378e+13 3.4231e+13 7.85605e+13 2.63822e+13 1.93791e+13 1.74936e+13 1.54607e+13 1.4428e+13 6.9137e+13 5.79042e+13 8.51637e+13 9.76037e+13 9.24409e+13 5.8976e+13 5.82553e+13 5.51495e+13 4.22162e+13 4.55259e+13 3.28445e+13 3.46603e+13 3.90434e+13 3.23794e+13 2.98254e+13
threshold=54.845880150000006 53.664171200000006 54.484631300000011 6.5000000000000009 55.212972300000011 56.054485600000007 56.093493200000005 55.535913550000011 56.367862600000002 56.143542450000005 57.057093650000006 11.500000000000002 91.050000000000011 2.5000000000000004 56.249874400000003 53.516665650000007 54.811549550000009 56.022377500000012 55.078308950000007 8.5000000000000018 67.990000000000023 56.135466100000009 11.500000000000002 4.5000000000000009 69.610000000000014 58.000519000000004 15.500000000000002 4.5000000000000009 3.5000000000000004 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6 9 -8 11 12 -5 -11 15 23 21 18 19 -18 -21 22 28 -2 -25 -19 27 -27 -17 -23
right_child=14 2 3 10 5 6 8 -9 -10 13 -12 -13 -14 -15 -16 16 17 25 -20 20 -22 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=10.25873398503982 11365.053670593516 -22433.020527412544 17636.325369372847 -14149.35376429301 7085.8632014094173 21582.265521626327 4903.6332715604531 -46740.332507543506 -761.60082090658216 -40404.226664555179 3000.2143812149916 -41043.271941711042 -62632.431088096222 -90376.198727678566 -13.233951085160193 7909.0636510481554 -19266.059292929884 -610.29341213232226 -6270.1129303673533 -67346.002610946787 -185629.22879901962 -10488.495132422004 1362.7959856047194 -5841.4702538312376 -26757.990504340549 13193.964271589051 -778.05265414295309 149922.00859375001 27913.883004553412 -59893.518191189243
leaf_weight=2686671 1205 2156 845 3583 222 743 353 334 7503 111 772 314 76 140 1531258 22699 592 15806 5512 243 51 1288 18843 8099 1194 3811 2745 21 839 135
leaf_count=2686671 1205 2156 845 3583 222 743 353 334 7503 111 772 314 76 140 1531258 22699 592 15806 5512 243 51 1288 18843 8099 1194 3811 2745 21 839 135
internal_value=0 -33.6757 -6915.52 -4684.54 -411.739 -2033.11 -574.601 -25248.6 -2605.26 -25507.5 -13915.4 -17202.3 -15156.4 -68277 56.4026 1339.84 2436.89 -1047.57 -11222 -42029 -87864.5 4726.33 5394.56 -6245.4 -8528.9 1860.72 7799.12 13943.3 8622.13 -15175.5
internal_weight=0 2.70382e+06 17152 14996 10251 9406 8850 556 8107 604 4745 3973 3659 251 1.61434e+06 83083 72585 28781 6398 886 294 43804 42381 10498 9293 22383 6577 3832 23538 1423
internal_count=4318164 2703823 17152 14996 10251 9406 8850 556 8107 604 4745 3973 3659 251 1614341 83083 72585 28781 6398 886 294 43804 42381 10498 9293 22383 6577 3832 23538 1423
is_linear=0
shrinkage=0.1


Tree=2763
num_leaves=31
num_cat=0
split_feature=5 5 1 2 0 0 2 6 1 3 2 0 5 6 3 3 1 0 1 5 4 1 0 1 0 0 3 0 2 1
split_gain=8.19114e+11 4.63684e+12 2.26132e+13 2.9539e+13 6.03829e+13 4.76842e+13 2.7771e+13 2.60015e+13 2.16583e+13 3.72384e+13 2.37031e+13 3.20169e+13 2.00453e+13 1.80439e+13 5.23004e+13 3.97454e+13 3.28511e+13 6.35448e+13 6.32513e+13 3.89451e+13 3.58692e+13 4.40158e+13 3.21442e+13 3.17913e+13 4.09092e+13 3.04118e+13 2.97488e+13 2.92068e+13 2.61131e+13 3.1555e+13
threshold=96.015000000000015 94.040000000000006 39.007683500000006 2.5000000000000004 55.619594000000006 55.719391050000006 1.5000000000000002 1.5000000000000002 39.080602550000002 18.500000000000004 7.5000000000000009 45.098908000000009 95.020000000000024 1.5000000000000002 9.5000000000000018 19.500000000000004 30.434657650000002 60.029906750000002 30.388336800000001 95.020000000000024 2.5000000000000004 30.305955500000003 55.535913550000011 30.160599000000001 59.755965500000009 59.990816400000007 12.500000000000002 60.003414000000006 3.5000000000000004 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6 9 10 11 -4 -9 14 -5 22 17 18 20 -20 25 23 26 24 -22 -15 -16 -17 -23 -30
right_child=-2 2 8 13 5 6 -8 12 -10 -11 -12 -13 -14 16 15 27 -18 -19 19 -21 21 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.4731769187048214 -229.92971985623313 -12885.94476868261 43812.273397875084 38920.042637226747 22042.645552884616 -7128.1631119283047 34577.096922727702 206396.06370192309 3643.8438471515351 67611.953335129307 -19467.02480922965 -81074.258916440231 80985.236820312508 -80274.218904842346 -61480.271597656247 20063.749552060082 -15547.290696446516 79627.134748840341 3784.5741379310348 157661.4025287829 -17198.982973437502 -26823.595580357145 -25891.382552336698 -40153.883578924302 89827.10122265626 31752.789616935486 63873.018421975168 -39417.303026315793 102877.54537963867 21636.833421688989
leaf_weight=4151454 149570 626 191 322 26 240 477 26 9363 145 172 23 25 111 25 630 2760 103 29 38 125 70 803 303 50 31 78 95 64 189
leaf_count=4151454 149570 626 191 322 26 240 477 26 9363 145 172 23 25 111 25 630 2760 103 29 38 125 70 803 303 50 31 78 95 64 189
internal_value=0 8.24993 1649.64 -2594.73 10338 28648.1 20617.2 103429 4758.05 24404.6 8173.85 30389.9 144920 -5746.88 2090.16 -5180.98 -9698.79 4804.23 -2826.23 91058 -9496.68 -1284.98 -19145.4 -20554.7 13379.9 -55817.6 33447.5 12269.7 27231.8 42187.8
internal_weight=0 4.16859e+06 17140 7246 1420 794 717 77 9894 531 386 214 51 5826 1953 1631 3873 1113 1010 67 943 801 906 478 175 142 103 725 323 253
internal_count=4318164 4168594 17140 7246 1420 794 717 77 9894 531 386 214 51 5826 1953 1631 3873 1113 1010 67 943 801 906 478 175 142 103 725 323 253
is_linear=0
shrinkage=0.1


Tree=2764
num_leaves=31
num_cat=0
split_feature=3 4 5 5 0 6 0 1 2 1 1 1 0 3 2 1 0 6 5 0 0 0 0 3 1 5 2 2 5 3
split_gain=8.25179e+11 5.57787e+12 2.53594e+13 3.8821e+13 2.68738e+13 6.87937e+13 5.44827e+13 2.97305e+13 2.69209e+13 2.62353e+13 4.93628e+13 6.57882e+13 5.77395e+13 6.07589e+13 4.73467e+13 4.34143e+13 4.11909e+13 7.40797e+13 7.6037e+13 3.78336e+13 3.43609e+13 6.32567e+13 7.72564e+13 5.50553e+13 5.46442e+13 4.47632e+13 4.36597e+13 6.42134e+13 3.29669e+13 2.94501e+13
threshold=9.5000000000000018 1.5000000000000002 57.005000000000003 56.005000000000003 59.916647550000008 1.5000000000000002 59.990816400000007 39.080602550000002 5.5000000000000009 30.160599000000001 30.305955500000003 30.315880100000005 59.932719750000011 5.5000000000000009 3.5000000000000004 30.102666750000001 59.853570100000006 1.5000000000000002 67.00500000000001 60.003414000000006 59.990816400000007 59.939091550000008 59.932719750000011 5.5000000000000009 30.468306550000005 68.00500000000001 5.5000000000000009 2.5000000000000004 58.755000000000003 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 -5 -6 15 19 12 -12 -14 -15 -4 -17 -18 -19 29 21 22 -13 25 -22 -23 27 -25 -28 -11
right_child=-2 -3 9 4 5 6 -8 -9 -10 10 11 20 13 14 -16 16 17 18 -20 -21 24 23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=222.49811952978689 39.457080639151783 -174.53725624792696 433.99639026272683 -8597.1608581542969 -51655.660809659094 166529.85050086977 3208.7010416666672 28012.385015942677 50269.656413424746 -53430.953070673211 201038.31550480772 -5315.2706452286875 -100964.5250625 194508.19609375001 21243.819157608697 -24805.352964081765 -2637.9721217943279 319650.49761904764 86600.803478422633 39795.78962402344 -201004.40448552914 42293.514130434785 -188848.2148777174 97253.004799107148 -26275.040525309247 233810.82359525241 -42069.450488281254 -119640.42860576924 106180.00565104166 1178.4941906065453
leaf_weight=679090 2379540 1248542 496 400 55 64 30 498 49 444 26 8165 25 24 46 40 46 21 42 64 22 23 23 21 96 26 20 39 60 127
leaf_count=679090 2379540 1248542 496 400 55 64 30 498 49 444 26 8165 25 24 46 40 46 21 42 64 22 23 23 21 96 26 20 39 60 127
internal_value=0 -48.4311 179.729 252.848 19058.1 52405.7 114406 11705.2 -3633.16 -4846.05 -6205.61 -4222.53 68994.2 32855.8 80648.7 14653.6 61988.8 93839.9 164284 -33113 -5265.4 -4510.58 -5830.81 52685.6 -58851.7 143915 20755.3 -43727.7 69117.6 -41284.9
internal_weight=0 1.93862e+06 690082 680186 1096 198 94 898 104 9896 9251 8616 121 95 70 645 149 109 63 635 8495 8377 8188 189 118 49 140 60 80 571
internal_count=4318164 1938624 690082 680186 1096 198 94 898 104 9896 9251 8616 121 95 70 645 149 109 63 635 8495 8377 8188 189 118 49 140 60 80 571
is_linear=0
shrinkage=0.1


Tree=2765
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 0 2 3 1 3 4 3 1 0 0 1 0 2 1 2 1 2 1 2 3 0 0 2 6 3
split_gain=8.25347e+11 1.49419e+13 3.5844e+13 2.58744e+13 2.16636e+13 2.49926e+13 1.89513e+13 1.78869e+13 3.85104e+13 5.03809e+13 4.76999e+13 2.68197e+13 3.97022e+13 2.59795e+13 9.30555e+13 2.04362e+13 2.66721e+13 1.77059e+13 2.20528e+13 1.84113e+13 2.39819e+13 2.53102e+13 1.77009e+13 6.28164e+13 4.57494e+13 1.71584e+13 3.49467e+13 2.8696e+13 2.76893e+13 1.81894e+13
threshold=123.15000000000002 120.05000000000001 6.5000000000000009 20.507360500000004 25.500000000000004 56.831297550000009 24.500000000000004 18.500000000000004 30.305955500000003 20.500000000000004 3.5000000000000004 13.500000000000002 82.926290250000008 45.022371150000005 45.03656895000001 104.38035940000002 59.990816400000007 9.5000000000000018 37.971176850000006 17.500000000000004 60.58031445000001 14.500000000000002 65.520339550000017 5.5000000000000009 16.500000000000004 59.939091550000008 59.916647550000008 10.500000000000002 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 11 -9 10 -10 15 13 -13 -15 16 25 18 -11 20 21 -19 -16 -24 -25 26 27 29 -27 -4
right_child=-2 2 4 -5 5 -7 -8 8 9 17 -12 12 -14 14 22 -17 -18 19 -20 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=1.6276858935043699 432.06859614149084 110121.39600000001 -13567.974334248995 7255.4780257700595 145433.68193359376 -51119.556406250005 23305.108680555557 74853.496714154418 -130391.12525592673 27784.396294642858 15837.146145833334 -42916.60930008562 -60941.487222483185 213246.12330729165 6758.2473672636861 78325.729687500003 -98343.708153044878 -42050.941666666673 -61091.005722090129 -30864.366402793141 88759.487421875005 69227.748286290327 179621.12991898149 -115766.70937500001 90583.951934523822 -22791.501614287408 -116266.09392857143 53195.759408103819 72356.330194627197 -44524.623104137077
leaf_weight=4269928 43763 25 1383 1117 24 20 27 34 87 35 30 73 79 24 564 23 39 60 138 113 40 31 27 22 21 66 35 59 57 220
leaf_count=4269928 43763 25 1383 1117 24 20 27 34 87 35 30 73 79 24 564 23 39 60 138 113 40 31 27 22 21 66 35 59 57 220
internal_value=0 -4.42369 -5781.07 9507.36 -11022.6 43623.3 80777.4 -12212.7 -28338.5 -34908.8 -92896.7 -8810.21 6404.24 13682.4 19961.6 -15358.4 -16517.5 -18638.8 -43110.4 -1288.07 24224.3 -4142.82 12644.8 60073.8 -14990.8 -14764.1 -17378.1 -15295.7 21301.4 -17816.5
internal_weight=0 4.2744e+06 4473 1142 3331 71 51 3260 568 534 117 2692 810 731 658 1882 1859 417 173 244 131 91 634 70 43 1820 1697 1662 123 1603
internal_count=4318164 4274401 4473 1142 3331 71 51 3260 568 534 117 2692 810 731 658 1882 1859 417 173 244 131 91 634 70 43 1820 1697 1662 123 1603
is_linear=0
shrinkage=0.1


Tree=2766
num_leaves=31
num_cat=0
split_feature=5 6 0 2 5 2 3 0 1 3 5 3 3 0 1 1 3 1 2 3 3 5 3 3 4 5 1 0 1 2
split_gain=8.38152e+11 7.95349e+12 1.98897e+13 2.42082e+13 3.19206e+13 2.68139e+13 1.81482e+13 1.68515e+13 9.03662e+13 6.10113e+13 1.17624e+14 4.99847e+13 3.7584e+13 2.69791e+13 4.38625e+13 7.56271e+13 6.52798e+13 4.79903e+13 6.83565e+13 6.34799e+13 3.02144e+13 6.70161e+13 4.37811e+13 4.50135e+13 5.19463e+13 3.80193e+13 5.68563e+13 3.43752e+13 3.01466e+13 2.65173e+13
threshold=82.00500000000001 1.5000000000000002 60.052595500000002 4.5000000000000009 84.030000000000015 11.500000000000002 37.500000000000007 60.035045000000004 30.388336800000001 12.500000000000002 93.00500000000001 15.500000000000002 25.500000000000004 59.982527000000012 30.346469350000003 30.370618100000005 10.500000000000002 30.323743050000001 15.500000000000002 16.500000000000004 12.500000000000002 103.45000000000002 17.500000000000004 18.500000000000004 3.5000000000000004 85.91500000000002 30.243224600000001 60.017447350000005 30.278357500000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 -3 13 9 10 -9 -11 -13 -2 17 -16 -17 20 19 -19 21 25 -22 -24 -25 26 -15 -26 -23 -27
right_child=1 6 3 4 -6 -7 -8 8 -10 11 -12 12 -14 14 15 16 -18 18 -20 -21 22 28 23 24 27 29 -28 -29 -30 -31
leaf_value=-13.510106020274026 -322.20364772861836 493.54433201649118 7388.9287690952842 -21798.426713423294 -36590.09022796114 138186.249140625 -62323.655927309781 255421.53046875002 -166049.44197198277 -137597.5222826087 -62100.983769531245 24016.293151627538 -5456.6033213077235 -151745.54519675925 -94862.12364533254 -117538.10577059659 42824.866647727278 27285.127225450444 109652.45387912328 -50046.195265332703 -58609.207328452932 -28520.45987740023 45091.837873931625 -35099.094606240331 76744.820611810064 32466.08679033865 37030.661033121745 -12949.387255859376 -144092.24770665323 124239.56158854168
leaf_weight=3947004 123856 242076 280 22 472 20 46 28 29 23 20 964 785 27 156 33 110 382 72 147 271 83 117 611 77 251 39 96 31 36
leaf_count=3947004 123856 242076 280 22 472 20 46 28 29 23 20 964 785 27 156 33 110 382 72 147 271 83 117 611 77 251 39 96 31 36
internal_value=0 143.67 -490.429 -16268.8 -29156.3 54384.8 481.61 -392.739 9084.85 11875.4 123120 8862.04 10788 -531.384 -10735.5 -46710.7 5818.03 -5933.47 18238.1 5796.08 -14796.9 6712.25 -23367.5 -12767.6 -21402.2 28239.9 -40196 26972.3 -59947.9 43977.7
internal_weight=0 371160 129038 794 514 42 242122 128244 1849 1820 48 1772 1749 126395 2539 299 143 2240 601 529 1639 467 1172 901 784 353 66 173 114 287
internal_count=4318164 371160 129038 794 514 42 242122 128244 1849 1820 48 1772 1749 126395 2539 299 143 2240 601 529 1639 467 1172 901 784 353 66 173 114 287
is_linear=0
shrinkage=0.1


Tree=2767
num_leaves=31
num_cat=0
split_feature=2 5 1 5 1 5 5 0 4 1 1 5 5 2 0 1 5 5 1 3 5 5 0 0 1 1 2 6 5 1
split_gain=8.05939e+11 4.01164e+12 3.53351e+12 6.78863e+12 6.62259e+12 6.7786e+12 9.33899e+12 1.0534e+13 3.02602e+12 6.62571e+12 3.31992e+12 5.66484e+12 2.58487e+12 2.20798e+12 7.85689e+12 4.24682e+12 3.2786e+12 4.44877e+12 3.19155e+12 7.1291e+12 8.79861e+12 3.84985e+12 3.2759e+12 5.52449e+12 1.20956e+13 3.02262e+12 2.77123e+12 5.05793e+12 1.0497e+13 6.91145e+12
threshold=33.500000000000007 67.990000000000023 37.503486000000002 51.815000000000005 37.582182450000005 56.835000000000008 39.995000000000012 56.758269450000007 2.5000000000000004 37.737121850000008 37.752451500000006 86.02500000000002 42.895000000000003 32.500000000000007 55.87722990000001 37.620907050000007 56.505000000000003 72.010000000000005 37.533784800000006 33.500000000000007 50.805000000000007 45.610000000000007 55.784980300000008 55.56564190000001 37.712318250000003 37.503486000000002 31.500000000000004 1.5000000000000002 37.995000000000012 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 12 -4 6 -6 -8 9 -3 11 -10 -2 26 18 16 -16 -18 19 20 -15 -20 23 -23 -25 -21 -1 -28 -29 -30
right_child=1 8 4 -5 5 -7 7 -9 10 -11 -12 -13 -14 14 15 -17 17 -19 21 25 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.69262350571621323 -2791.4782552083334 13240.566739004629 57073.928846153853 44495.495675223217 -3571.0954889470881 -30685.932207661292 111250.41625000001 8615.1933984375009 17577.572247023811 -51910.778179106848 15280.380236979167 -55034.178231534097 -44512.609454571764 -588.61379687500005 -19091.6704296875 -3305.5557343454075 -75070.088033878113 -15632.31337890625 10054.470261146284 -28681.952963256837 81031.24843401229 8410.4408593750013 11331.294283353367 -104498.65911132813 -14884.65440893955 20143.333063616072 9360.0224999337188 46060.068603515625 -60992.878818873352 -5935.2932223135967
leaf_weight=4316392 33 27 39 21 55 31 20 20 21 37 75 22 27 25 60 66 34 20 116 32 28 40 39 20 61 21 663 24 38 57
leaf_count=4316392 33 27 39 21 55 31 20 20 21 37 75 22 27 25 60 66 34 20 116 32 28 40 39 20 61 21 663 24 38 57
internal_value=0 4339.18 12666.5 -4438.94 21063.8 9917.76 23167.4 59932.8 -6916.47 -24425.1 2579.71 -19572.6 -21566 -0.430126 -6268.02 -23492.8 -35180.1 -53056.1 1848.34 16597.6 42531.3 -3816.23 -13872.5 -21996 -37011.6 -9336.08 0.385776 5952.81 -13030.2 -27958.3
internal_weight=0 428 246 81 165 126 95 40 182 64 118 43 60 4.31774e+06 562 180 114 54 382 106 53 276 160 121 81 53 4.31717e+06 782 119 95
internal_count=4318164 428 246 81 165 126 95 40 182 64 118 43 60 4317736 562 180 114 54 382 106 53 276 160 121 81 53 4317174 782 119 95
is_linear=0
shrinkage=0.1


Tree=2768
num_leaves=31
num_cat=0
split_feature=5 3 5 1 1 5 1 1 2 2 1 1 2 1 3 2 6 1 2 3 3 0 1 1 0 0 1 1 1 0
split_gain=7.97026e+11 7.54208e+12 7.49191e+12 2.17891e+13 3.09498e+13 3.72533e+13 7.14776e+13 6.02583e+13 5.86038e+13 8.94692e+13 3.8714e+13 5.95664e+13 4.54814e+13 3.20835e+13 4.11564e+13 3.91809e+13 3.47279e+13 3.21642e+13 3.1636e+13 3.11619e+13 3.01963e+13 3.82e+13 3.1517e+13 3.32454e+13 3.25269e+13 3.07597e+13 2.96224e+13 3.62565e+13 3.12138e+13 3.04171e+13
threshold=89.00500000000001 38.500000000000007 86.02500000000002 82.95335685000002 30.332994000000003 87.395000000000024 37.362912300000012 82.945329900000004 7.5000000000000009 5.5000000000000009 39.047276750000002 82.911991800000024 3.5000000000000004 82.888608650000023 20.500000000000004 11.500000000000002 1.5000000000000002 82.907204800000002 8.5000000000000018 7.5000000000000009 4.5000000000000009 43.514103700000014 39.899261850000009 65.520339550000017 44.039893800000009 57.60800230000001 65.565203050000022 65.58467570000002 65.520339550000017 57.117834900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 7 -7 10 9 -9 -6 19 -13 26 17 16 -16 -15 -14 20 21 -12 24 -24 -22 -26 28 -28 -8 -30
right_child=1 -3 3 -5 5 6 13 8 -10 -11 11 12 18 14 15 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-9.5740062008814508 -191.34473047367632 54737.448468750008 -6083.9242877558609 -371.70674615198789 1951.494836783065 16475.203780674161 -3052.0415278728515 60764.88298828125 -18798.026316139916 319805.20289062499 -92717.356171332474 -54572.069998139879 42513.139291518484 24039.058877657862 43970.058227653506 3380.6097994407519 133180.39097656248 -13463.348843767315 -17748.102191186623 11894.018841116113 192178.2199388587 15348.178428061714 22861.13618341367 74886.550674957485 33011.602180205198 166006.55738636365 -71011.027891712627 -11744.440136506915 82764.916026041668 12073.207507135256
leaf_weight=4013628 220660 25 3429 50280 6372 2526 12515 40 33 20 36 210 134 388 160 161 60 557 249 4309 23 358 747 147 83 22 133 461 75 323
leaf_count=4013628 220660 25 3429 50280 6372 2526 12515 40 33 20 36 210 134 388 160 161 60 557 249 4309 23 358 747 147 83 22 133 461 75 323
internal_value=0 -185.122 9.97045 945.489 2918.28 3942.39 925.561 8039.16 88240.5 147112 7451.4 12998.3 -17171.4 -1722.48 13121 40867 68300.1 1934.47 3335.47 16123.3 28993.4 5474.17 38060.5 31415.7 84470.4 60877.2 -3179.68 -25014.6 -2175.27 25394.5
internal_weight=0 220685 4.09748e+06 83851 33571 30142 17359 12783 93 60 12690 6318 593 14833 1326 381 220 945 383 5725 1416 394 1022 894 128 105 13507 594 12913 398
internal_count=4318164 220685 4097479 83851 33571 30142 17359 12783 93 60 12690 6318 593 14833 1326 381 220 945 383 5725 1416 394 1022 894 128 105 13507 594 12913 398
is_linear=0
shrinkage=0.1


Tree=2769
num_leaves=31
num_cat=0
split_feature=3 0 3 3 5 1 5 5 2 2 3 1 2 5 1 5 3 5 5 5 4 1 0 2 1 1 2 3 2 0
split_gain=8.15041e+11 5.84817e+12 1.57716e+13 1.66504e+13 2.93298e+13 3.49532e+13 2.72274e+13 2.02865e+13 3.12567e+13 1.86452e+13 2.56597e+13 5.04471e+13 1.95382e+13 3.78199e+13 1.45668e+13 2.87655e+13 1.49282e+13 3.39671e+13 9.61662e+13 4.73937e+13 4.49704e+13 4.89656e+13 4.20968e+13 7.77671e+13 9.77038e+13 3.93768e+13 4.49217e+13 3.92777e+13 3.92104e+13 3.54126e+13
threshold=10.500000000000002 43.592450450000008 19.500000000000004 21.500000000000004 32.475000000000001 39.726951800000002 31.990000000000006 31.990000000000006 2.5000000000000004 7.5000000000000009 22.500000000000004 39.726951800000002 8.5000000000000018 69.610000000000014 39.718803500000007 54.990000000000002 16.500000000000004 67.520000000000024 74.610000000000014 56.005000000000003 2.5000000000000004 39.767857750000005 43.465905150000005 5.5000000000000009 39.726951800000002 39.925119750000007 9.5000000000000018 17.500000000000004 5.5000000000000009 43.514103700000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 -4 -7 -5 -9 10 11 -10 13 -11 15 -2 -16 19 -19 29 21 27 28 -24 -25 26 -23 -20 -22 -18
right_child=1 -3 3 7 -6 6 -8 8 9 12 -12 -13 -14 -15 16 -17 17 18 20 -21 22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=33.82448763663136 139881.25088315218 -74.250695115621809 -36765.08147786458 -92158.962215909094 -22408.761306770193 23043.743663194444 169430.1762369792 89247.40373883929 22257.283007812501 138806.94228830645 -4766.9476819814363 -173740.57984913792 4186.8639194182824 -32630.548224431819 1533.6130095861081 -4919.2187959558833 -12517.799410553893 117656.45496435073 -16470.333035714288 -34922.137249841828 68112.155397135415 180330.04804687502 -52370.913139204553 -67680.094612068962 135603.09703674316 -28092.698905391488 -15242.255570652174 -165240.95559895833 -28406.957999501334 29849.154594554348
leaf_weight=2688514 23 1614339 36 22 814 27 24 42 24 31 161 29 574 22 11634 34 334 103 35 284 60 24 44 29 128 91 23 36 141 482
leaf_count=2688514 23 1614339 36 22 814 27 24 42 24 31 161 29 574 22 11634 34 334 103 35 284 60 24 44 29 128 91 23 36 141 482
internal_value=0 -55.8019 1889.37 -6887.18 -16510.3 38677.7 91931.5 2693.39 5056.64 852.108 -24634.5 -84986.8 9550.88 67644.2 3063.05 53509 2849.23 11286.9 28271.6 262.237 13203.4 -24422.1 32764.9 65125.1 98054 10296.5 84624.5 -91903.3 404.718 12507.8
internal_weight=0 1.62965e+06 15311 1806 901 87 51 905 883 841 214 53 627 53 13505 57 13448 1814 714 1100 611 209 402 201 157 138 47 71 201 816
internal_count=4318164 1629650 15311 1806 901 87 51 905 883 841 214 53 627 53 13505 57 13448 1814 714 1100 611 209 402 201 157 138 47 71 201 816
is_linear=0
shrinkage=0.1


Tree=2770
num_leaves=31
num_cat=0
split_feature=3 4 0 0 5 0 5 5 5 1 6 0 1 5 0 4 2 3 2 1 0 1 1 0 3 3 6 5 1 0
split_gain=8.37662e+11 5.71258e+12 2.60533e+13 3.90681e+13 2.72207e+13 2.4219e+13 2.61258e+13 3.23229e+13 2.44698e+13 3.5754e+13 2.97076e+13 2.26667e+13 3.72569e+13 3.76859e+13 3.22476e+13 2.38246e+13 2.74712e+13 2.45294e+13 2.68818e+13 2.44585e+13 2.26231e+13 2.55692e+13 4.60276e+13 7.63671e+13 5.7729e+13 1.02069e+14 8.10741e+13 4.36557e+13 3.38302e+13 6.97615e+13
threshold=9.5000000000000018 3.5000000000000004 56.009576300000013 56.663136550000011 24.010000000000002 56.093493200000005 101.05000000000001 118.33500000000002 132.05000000000004 44.083877800000003 1.5000000000000002 55.924336300000007 92.815157350000007 150.04500000000004 55.899899800000007 4.5000000000000009 5.5000000000000009 24.500000000000004 9.5000000000000018 37.275078000000001 54.708501450000007 37.457850350000008 37.328003200000005 55.591389050000011 19.500000000000004 17.500000000000004 1.5000000000000002 80.815000000000012 37.503486000000002 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 -7 -8 9 10 -9 14 15 -14 20 17 -17 18 -13 -20 -6 22 -22 -24 25 27 -27 -25 29 -23
right_child=1 2 3 -5 11 6 7 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 21 28 23 24 -26 26 -28 -29 -30 -31
leaf_value=-48.796048687856633 60.239157572319272 65215.688701923078 -3488.554107042261 -1770.9783105350134 -3435.5401094652175 -31407.336062172166 16006.088487004661 -2174.677120535714 -7679.1623950639205 13067.656505102043 -122457.62794237013 39957.262218488133 -17423.918457524465 112850.15081380209 -26860.44121647357 67655.640048363101 -77017.894285714297 636.49329503676472 186643.67100694447 72610.157313193049 -5038.242444693019 -33689.713144405127 -58653.534763502044 -34645.99116536459 7870.6886658344074 339767.90397727274 73999.683512369797 56710.092712462181 2262.3403721131267 74473.482785967921
leaf_weight=1938624 2338662 65 1184 9783 9761 1126 332 28 275 49 77 179 297 24 441 21 35 85 27 62 722 542 92 60 388 22 24 408 14702 67
leaf_count=1938624 2338662 65 1184 9783 9761 1126 332 28 275 49 77 179 297 24 441 21 35 85 27 62 722 542 92 60 388 22 24 408 14702 67
internal_value=0 39.7544 -1132.19 -4859.82 577.588 -14699.7 -21734.1 -7421.24 -25551.5 -57466.3 -90382.2 427.315 17816.9 -7683.8 -38.8923 37830.8 -22765.3 47443.8 62289.4 107205 402.66 2602.97 14178.3 28136.4 36988.5 58968.6 201106 44997.8 1305.65 -21790
internal_weight=0 2.37954e+06 40878 12854 28024 3071 1887 761 429 154 105 27959 730 321 27229 409 56 353 268 89 26788 17027 1716 994 902 514 46 468 15311 609
internal_count=4318164 2379540 40878 12854 28024 3071 1887 761 429 154 105 27959 730 321 27229 409 56 353 268 89 26788 17027 1716 994 902 514 46 468 15311 609
is_linear=0
shrinkage=0.1


Tree=2771
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 1 1 5 5 4 5 1 1 1 1 5 2 1 4 1 3 5 1 1 2 2 2 2 4 0
split_gain=8.42024e+11 1.85939e+13 7.0373e+13 9.13745e+13 1.23302e+14 6.71948e+13 6.22446e+13 5.55428e+13 4.51202e+13 4.57421e+13 4.48348e+13 4.36004e+13 8.4487e+13 7.3215e+13 6.21695e+13 4.28449e+13 4.33842e+13 5.7147e+13 6.5554e+13 5.35831e+13 6.4671e+13 4.3867e+13 4.22258e+13 6.84332e+13 4.83363e+13 4.12949e+13 7.70038e+13 5.01523e+13 4.07932e+13 4.07042e+13
threshold=55.899899800000007 55.87722990000001 37.417247200000006 62.015000000000008 21.500000000000004 37.692869000000009 37.487839250000007 58.305000000000007 37.995000000000012 1.5000000000000002 44.905000000000008 37.712318250000003 37.889331900000009 37.642309100000013 37.737121850000008 75.750000000000014 5.5000000000000009 37.642309100000013 3.5000000000000004 37.66934650000001 23.500000000000004 110.05000000000001 37.475443250000005 37.487839250000007 24.500000000000004 2.5000000000000004 4.5000000000000009 3.5000000000000004 1.5000000000000002 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 6 -5 15 -4 8 -8 -10 -3 13 14 -11 -13 25 19 22 -19 20 -17 -21 24 -24 -18 -6 27 -27 -12 -15
right_child=-2 2 3 4 5 -7 7 -9 9 11 28 12 -14 29 -16 16 17 18 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.8899071523217827 67.522438421752355 -4506.6074426420073 -12618.74101321785 -23139.39125613487 40847.63681126645 -124689.76794149711 7848.752030206002 18882.904122771881 -11180.823513336218 928.60516033081956 73777.928805249365 -34533.72201382077 -1309.6244837650638 14275.257995531188 -147032.76865079367 -88416.645123017719 49547.646546892793 47386.105415378144 -37907.150864684467 -123805.41390516493 19626.696563720703 11390.417599826389 -110104.14866431452 -989.30443914578052 -99103.155859375009 -7817.5059137658236 -6506.0283013188518 -108843.54870445839 18422.629873107504 56777.807477703784
leaf_weight=2991712 1293583 892 3314 4799 152 43 5378 1816 4397 2735 146 223 2058 493 63 67 247 720 103 72 320 36 62 788 24 79 1787 130 1510 415
leaf_count=2991712 1293583 892 3314 4799 152 43 5378 1816 4397 2735 146 223 2058 493 63 67 247 720 103 72 320 36 62 788 24 79 1787 130 1510 415
internal_value=0 -28.8787 -2394.36 -3735.69 -11907.1 -264.864 -47.7556 2322.27 414.252 -3436.17 13567.4 2251.7 -8387.07 9096.96 -59315 901.535 9971.31 16701.3 36711.5 -16459.2 921.519 -78740.1 2010.49 -8948.27 36383 -9396.96 -13223.2 -70656.7 23303 33701
internal_weight=0 3.02458e+06 32869 30321 9429 4630 20892 17578 15762 10384 2548 5987 2344 3643 286 4587 2439 1944 823 495 387 108 1121 850 271 2148 1996 209 1656 908
internal_count=4318164 3024581 32869 30321 9429 4630 20892 17578 15762 10384 2548 5987 2344 3643 286 4587 2439 1944 823 495 387 108 1121 850 271 2148 1996 209 1656 908
is_linear=0
shrinkage=0.1


Tree=2772
num_leaves=31
num_cat=0
split_feature=3 1 4 5 2 6 5 5 3 0 5 2 0 2 5 1 5 5 5 5 6 0 0 1 1 5 0 4 5 0
split_gain=7.93971e+11 5.67625e+12 1.4665e+13 2.14739e+13 4.60157e+13 1.60287e+13 1.48962e+13 1.88136e+13 1.31793e+13 1.88288e+13 2.69334e+13 2.67837e+13 3.01443e+13 2.86769e+13 2.32138e+13 2.31183e+13 1.90339e+13 1.74698e+13 1.56737e+13 3.19817e+13 2.15105e+13 3.84537e+13 1.69274e+13 1.58377e+13 2.07572e+13 2.6531e+13 1.51208e+13 1.45373e+13 1.27656e+13 1.27258e+13
threshold=27.500000000000004 37.533784800000006 3.5000000000000004 114.05000000000001 12.500000000000002 1.5000000000000002 110.05000000000001 97.050000000000011 29.500000000000004 55.74310830000001 69.610000000000014 16.500000000000004 55.68356880000001 21.500000000000004 51.015000000000008 37.487839250000007 51.815000000000005 91.050000000000011 57.005000000000003 57.995000000000012 1.5000000000000002 55.851332700000007 55.885524800000006 37.39371280000001 37.487839250000007 40.405000000000008 55.518428350000008 1.0000000180025095e-35 93.00500000000001 55.812836050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 9 10 11 12 -2 14 -13 16 -14 26 20 -20 27 23 -23 -22 -25 -26 -10 -11 -21 -4
right_child=1 -3 29 4 5 -7 -8 -9 17 18 -12 13 15 -15 -16 -17 -18 -19 19 28 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.0558845954816825 157559.04211309526 374.17365049805016 9401.3943982712772 -185997.26177734375 -70982.14397321429 45505.193156828704 42831.813697626822 -54928.27613417682 -45530.878185705238 8244.0944562704826 -58864.168750000004 1822.8661250000002 -14234.210251686789 47440.132644992409 -130752.19020647321 119377.82283653846 52520.406802404934 49285.886952574831 -68043.245999999999 -10611.429294791667 19813.838046875 -83677.919750000001 644.04464181047649 160446.08856250002 124781.91478906252 -16949.340513392857 -128.70554545716254 -17856.208459544428 -67264.988313802096 93638.241002155177
leaf_weight=4279873 21 26192 47 20 21 27 73 68 74 267 44 25 88 36 28 26 83 71 125 750 70 25 499 25 25 28 8399 1063 42 29
leaf_count=4279873 21 26192 47 20 21 27 73 68 74 267 44 25 88 36 28 26 83 71 125 750 70 25 499 25 25 28 8399 1063 42 29
internal_value=0 -453.336 -2244.73 -2521.53 -58557.8 -5458.02 -2202.8 -2479.48 -2177.59 -7576.48 14306.2 24793.2 43665.8 -21434.2 -68216.8 31524.9 18167.2 -111.304 -10207.8 -21035 -5248.48 9334.1 -3378.95 54345.2 85334.9 49905 -525.231 -12616.5 -13615.8 41544.4
internal_weight=0 38291 12099 12023 68 48 11955 11882 11814 3270 351 307 218 89 53 197 171 8544 2919 917 2002 672 524 148 78 53 8473 1330 792 76
internal_count=4318164 38291 12099 12023 68 48 11955 11882 11814 3270 351 307 218 89 53 197 171 8544 2919 917 2002 672 524 148 78 53 8473 1330 792 76
is_linear=0
shrinkage=0.1


Tree=2773
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 0 3 0 0 1 1 0 0 0 1 5 1 1 3 0 4 6 0 2 3 1 1 1 2
split_gain=7.71634e+11 6.69995e+12 3.813e+13 3.59944e+13 2.75366e+13 4.13495e+13 3.71532e+13 3.38409e+13 4.80155e+13 8.95089e+13 4.79124e+13 3.64621e+13 4.05899e+13 3.99869e+13 3.21394e+13 5.7738e+13 3.27291e+13 2.97237e+13 2.08396e+13 2.0417e+13 2.02803e+13 1.93247e+13 1.89916e+13 1.89219e+13 1.84343e+13 1.8028e+13 2.87279e+13 1.79957e+13 1.75522e+13 1.68259e+13
threshold=36.715000000000011 34.010000000000012 37.869926150000005 78.608766650000021 21.500000000000004 37.39371280000001 55.851332700000007 24.500000000000004 55.762622900000004 55.755036050000008 37.417247200000006 37.620907050000007 55.860536450000005 55.86787755000001 55.695992150000002 37.692869000000009 35.985000000000007 37.417247200000006 49.964253350000007 22.500000000000004 55.601678500000013 2.5000000000000004 1.5000000000000002 55.751981950000008 16.500000000000004 24.500000000000004 39.739656000000004 37.737121850000008 83.663637000000008 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 18 -3 6 20 8 9 10 -7 12 22 -14 -12 16 19 -9 25 -16 -6 -8 24 -17 -10 -4 -27 -13 -5 -22
right_child=-2 2 3 28 5 7 21 17 11 -11 14 27 13 -15 15 23 -18 -19 -20 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=69.025583475417349 22.216706633808869 140.72353789236681 -1073.5181814135865 3544.7475084302223 64332.666308593754 -83980.385129616479 3768.7106082941791 47050.970321814035 -40357.395669349156 238449.93424183238 21280.77208352575 -19109.906367257245 144777.99252533785 34554.92378470402 -6785.4881696428565 47966.80844934535 153408.50908974095 4803.1016321531342 -4216.7322004145326 97195.086986462818 -26816.316920119065 -42006.862044270834 68834.541377314818 -15512.762159559463 31393.212427256061 -4569.9885432632555 -30685.457391758493 46054.621742021278 -1661.1003179805259 -6341.685151687283
leaf_weight=712562 3383571 54783 79248 18392 34 33 11058 173 133 22 461 431 37 298 28 135 76 4453 37124 58 624 93 27 72 49 2514 506 47 9997 1125
leaf_count=712562 3383571 54783 79248 18392 34 33 11058 173 133 22 461 431 37 298 28 135 76 4453 37124 58 624 93 27 72 49 2514 506 47 9997 1125
internal_value=0 -80.4327 -560.088 -1488.98 1288.7 4519.28 1243.8 11004.1 22213.7 39265.5 34187.8 7447.77 25153.3 46728.8 38886 60880.7 105595 6383.06 -2250 63340.9 -12159.5 3386.94 -9429.35 25887 -21039.9 -1362.5 -8945.63 -12702.5 1711.54 -13646.5
internal_weight=0 934593 222031 147781 74250 19467 12934 6533 1907 885 863 1022 544 335 830 369 162 4626 119392 86 1783 11151 209 207 182 82268 3020 478 28389 1749
internal_count=4318164 934593 222031 147781 74250 19467 12934 6533 1907 885 863 1022 544 335 830 369 162 4626 119392 86 1783 11151 209 207 182 82268 3020 478 28389 1749
is_linear=0
shrinkage=0.1


Tree=2774
num_leaves=31
num_cat=0
split_feature=5 1 5 3 3 6 0 0 1 3 5 5 0 3 4 3 3 0 3 1 5 2 3 5 0 1 3 1 0 5
split_gain=8.41324e+11 8.91531e+12 1.24243e+13 1.83399e+13 1.2465e+13 1.00209e+13 1.58146e+13 1.94804e+13 1.57732e+13 1.84955e+13 9.30284e+12 1.63249e+13 2.48896e+13 1.4185e+13 8.72813e+12 1.23534e+13 1.34454e+13 1.27676e+13 1.93657e+13 1.16211e+13 1.17028e+13 2.88298e+13 2.2523e+13 5.30532e+13 1.98427e+13 4.20903e+13 2.87569e+13 4.74173e+13 5.32402e+13 1.94086e+13
threshold=31.010000000000002 39.032393150000004 29.985000000000003 5.5000000000000009 20.500000000000004 1.5000000000000002 56.863241500000008 57.131524800000008 82.902675200000019 8.5000000000000018 21.015000000000004 20.010000000000002 44.039893800000009 4.5000000000000009 -1.0000000180025095e-35 22.500000000000004 34.500000000000007 55.576287050000012 5.5000000000000009 38.233559750000005 20.010000000000002 1.5000000000000002 8.5000000000000018 13.050000000000002 55.975961550000008 36.585378200000001 21.500000000000004 30.362552800000003 59.834458500000004 30.725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 5 -4 -5 6 8 -8 9 10 11 -3 13 -13 -1 17 -17 -16 -19 20 21 -20 23 -23 25 -22 -26 -28 -29 -27
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 15 16 -18 18 19 -21 24 22 -24 -25 26 29 27 28 -30 -31
leaf_value=-396.67902993432472 13.961916452670076 5679.9767759786628 -471.41174258069196 -4037.76465945169 2836.7856186421013 540.74339436087428 13705.981909091803 93.890619323377678 918.32974831819763 -5600.733302838421 92.857239264067545 54945.039973958337 9679.8209912502407 168975.35953125 77.369583015381423 -2686.5478248903923 42282.345732276124 708.48509102311039 -30520.082007655201 -5915.0134507162529 109910.19995349702 144776.01194118924 692.90542021762451 -22556.812441406251 2227.3355784485861 7403.5284652260707 -38470.716995614035 169273.59820963544 34214.39409011315 21071.767254675859
leaf_weight=61301 3925418 465 72713 27804 2914 114345 1389 4325 9739 15198 3303 24 66 20 30122 8715 67 21080 298 912 42 36 1295 40 8433 6657 57 39 116 1231
leaf_count=61301 3925418 465 72713 27804 2914 114345 1389 4325 9739 15198 3303 24 66 20 30122 8715 67 21080 298 912 42 36 1295 40 8433 6657 57 39 116 1231
internal_value=0 -139.547 -495.011 -1336.9 -3385.62 89.8989 -1403.1 3402.82 -2356.11 -4027.84 2136.4 13875.2 48518.7 106777 499.052 1192.88 -2343.47 1634.28 2799.83 5101.23 5651.92 -2329.54 3797.94 56706.1 6455.61 10068.2 3141.8 39517.5 68197 9536.59
internal_weight=0 392746 252305 103431 30718 148874 34529 5714 28815 19076 3878 575 110 44 140441 79140 8782 70358 40236 19156 18244 1669 1371 76 16575 7930 8645 212 155 7888
internal_count=4318164 392746 252305 103431 30718 148874 34529 5714 28815 19076 3878 575 110 44 140441 79140 8782 70358 40236 19156 18244 1669 1371 76 16575 7930 8645 212 155 7888
is_linear=0
shrinkage=0.1


Tree=2775
num_leaves=31
num_cat=0
split_feature=3 0 0 3 5 1 0 3 1 3 5 5 1 3 3 0 2 6 0 5 0 5 2 2 1 5 2 4 5 1
split_gain=7.7219e+11 5.98382e+12 5.39384e+13 4.37686e+13 4.78821e+13 4.32831e+13 3.45059e+13 3.81301e+13 4.21161e+13 3.7927e+13 3.41734e+13 4.26231e+13 3.03508e+13 2.98175e+13 5.84071e+13 2.58186e+13 2.70836e+13 2.38443e+13 2.39442e+13 2.36658e+13 1.99503e+13 1.74692e+13 2.05174e+13 1.76273e+13 1.68232e+13 1.45654e+13 1.44888e+13 1.38046e+13 1.37687e+13 1.51482e+13
threshold=18.500000000000004 55.061033200000004 55.110554300000004 20.500000000000004 123.15000000000002 82.897133550000021 55.055104550000003 25.500000000000004 82.926290250000008 24.500000000000004 72.705000000000013 118.33500000000002 82.945329900000004 22.500000000000004 24.500000000000004 55.07108800000001 9.5000000000000018 1.5000000000000002 55.099723300000008 68.52500000000002 55.07108800000001 45.005000000000003 17.500000000000004 10.500000000000002 82.911991800000024 79.730000000000018 13.500000000000002 3.5000000000000004 41.365000000000002 82.940215400000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 12 -5 -2 8 10 -10 -8 24 15 -7 27 16 25 18 20 -18 -14 -9 23 -23 -12 -3 -13 -15 -16 -30
right_child=1 2 -4 5 -6 13 7 21 9 -11 11 26 17 14 28 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=16.997863769839817 -358.39546906626242 34794.346020507815 -36.976735522554542 -131096.37493489584 169904.62723214287 -13323.876221944271 -10121.54603318806 -520.80855618990381 -8805.8724817339044 -31643.977136737856 66928.593313424251 -72354.048858173075 -62997.247083333335 36915.261893781542 11547.354579188279 20472.012160428087 59699.081476679938 -38347.621228567477 -30390.015551757813 150580.85977678571 20183.058594870759 34833.152813787776 -16715.1591796875 107819.0455453726 23241.992378709299 -47176.065652901787 26061.985165550595 97420.884527297254 -4103.8296875682427 49185.046265980112
leaf_weight=3717520 188203 96 401268 24 21 836 632 182 1785 1227 140 52 30 369 1129 1135 158 113 124 35 742 91 44 52 238 28 21 42 1772 55
leaf_count=3717520 188203 96 401268 24 21 836 632 182 1785 1227 140 52 30 369 1129 1135 158 113 124 35 742 91 44 52 238 28 21 42 1772 55
internal_value=0 -105.204 111.7 9004.11 19544.8 2814.88 -564.502 -9253.99 -12028.3 -18109.4 4884.28 25912.4 18261.7 3579.54 7776.53 27519.2 52751.1 4939.81 10399.1 76180.2 16950.7 21534.3 42999.7 61373.5 39422.2 16284.9 -44042.6 43098.3 2865.41 -2499.62
internal_weight=0 600644 407977 6709 2482 4227 192667 4464 4095 3012 1083 451 2461 4203 3367 1452 317 1009 896 193 772 369 187 143 378 124 73 411 2956 1827
internal_count=4318164 600644 407977 6709 2482 4227 192667 4464 4095 3012 1083 451 2461 4203 3367 1452 317 1009 896 193 772 369 187 143 378 124 73 411 2956 1827
is_linear=0
shrinkage=0.1


Tree=2776
num_leaves=31
num_cat=0
split_feature=2 1 2 5 5 1 5 0 5 0 4 6 0 5 1 1 4 5 3 5 0 5 1 3 5 0 0 1 5 1
split_gain=7.65438e+11 6.30744e+12 1.3653e+13 2.53634e+13 6.32488e+13 1.03909e+14 7.38659e+13 5.62348e+13 4.58422e+13 2.87908e+13 2.83528e+13 4.23735e+13 2.59977e+13 2.28045e+13 2.59244e+13 5.55853e+13 2.12621e+13 2.1825e+13 2.08651e+13 2.08318e+13 2.47492e+13 2.04319e+13 3.18955e+13 5.42374e+13 4.55767e+13 4.4493e+13 4.08871e+13 4.36748e+13 4.00869e+13 3.71167e+13
threshold=5.5000000000000009 82.991167100000027 6.5000000000000009 58.755000000000003 74.610000000000014 82.958618050000013 74.010000000000005 54.943968150000011 69.015000000000015 63.563300600000012 1.5000000000000002 1.5000000000000002 60.017447350000005 93.00500000000001 30.332994000000003 30.346469350000003 2.5000000000000004 63.005000000000003 33.500000000000007 89.00500000000001 60.693675950000006 94.040000000000006 65.58467570000002 6.5000000000000009 112.04500000000002 55.030402950000003 55.039751500000008 82.897133550000021 142.05000000000004 82.926290250000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 10 16 12 -7 -12 18 14 -14 -16 17 -9 21 -17 -21 -6 -23 25 -25 -24 27 -26 -27 -28
right_child=1 -3 -4 4 9 6 -8 8 -10 -11 11 -13 13 -15 15 19 -18 -19 -20 20 -22 22 23 24 26 28 29 -29 -30 -31
leaf_value=-36.244596800839993 37.690822639156856 -471.74115541097262 1.4530693178807887 3230.3705504690665 -2349.7558304804279 13971.901515868296 157286.32932692309 31330.991133089843 53012.430874033242 77116.692536569157 74861.683441760499 23969.380197770079 -30970.350828694332 -41552.452860300167 146829.49801897322 -14498.56194301369 1974.5826931715012 -4705.58785960971 -65949.062620575583 101596.88859797298 -36474.075214843753 5341.1996882375679 -54773.460187500008 1278.4711355359932 39067.909918064026 176789.73243303574 -38924.102154541019 -70516.59244710792 27499.003927364865 49313.497145613706
leaf_weight=2480138 138408 206537 1414294 42395 21786 289 39 603 249 47 357 302 247 285 28 226 1792 233 49 37 20 8540 25 608 41 35 112 322 37 83
leaf_count=2480138 138408 206537 1414294 42395 21786 289 39 603 249 47 357 302 247 285 28 226 1792 233 49 37 20 8540 25 608 41 35 112 322 37 83
internal_value=0 48.9066 114.818 853.006 2285.3 4661.21 20360 18963.9 12003.7 -1093.55 40086.8 51539.3 -1206.72 -18538.5 -6784.09 12424.9 8118.2 21287.3 -744.908 -873.045 53150.9 -643.765 3147.6 -11684.8 -17661.9 60162.5 -38299.4 -58139.3 100071 -1366.56
internal_weight=0 1.83803e+06 1.63149e+06 217195 78787 46259 3864 3825 2877 32528 948 659 32481 843 558 311 2628 836 31638 283 57 31589 9803 1263 1166 97 558 363 72 195
internal_count=4318164 1838026 1631489 217195 78787 46259 3864 3825 2877 32528 948 659 32481 843 558 311 2628 836 31638 283 57 31589 9803 1263 1166 97 558 363 72 195
is_linear=0
shrinkage=0.1


Tree=2777
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 5 0 0 3 5 6 1 1 3 5 1 3 3 3 3 5 5 5 4 3 2 6 5 5
split_gain=7.75738e+11 1.45387e+13 2.51206e+13 2.91276e+13 3.00007e+13 4.91367e+13 5.05685e+13 4.55454e+13 4.06809e+13 3.39008e+13 3.46684e+13 3.03928e+13 3.02299e+13 2.92644e+13 3.08689e+13 2.63181e+13 2.61943e+13 3.31572e+13 4.15142e+13 3.74784e+13 5.52704e+13 3.80164e+13 4.23502e+13 6.02114e+13 2.61312e+13 2.55816e+13 2.51002e+13 2.47928e+13 2.84964e+13 2.51563e+13
threshold=49.111504200000006 49.323301500000007 56.121679000000007 55.860536450000005 55.795550600000006 49.236330900000006 67.00500000000001 55.801980100000009 55.793358600000012 10.500000000000002 68.52500000000002 1.5000000000000002 49.177301950000007 49.177301950000007 19.500000000000004 74.610000000000014 49.148175700000003 3.5000000000000004 4.5000000000000009 6.5000000000000009 7.5000000000000009 73.010000000000005 95.020000000000024 120.05000000000001 1.5000000000000002 19.500000000000004 7.5000000000000009 1.5000000000000002 57.005000000000003 74.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 9 -2 16 -11 -12 -10 -9 15 -15 17 -6 -19 21 -21 24 -23 -24 -20 -5 -13 28 -18 -29
right_child=1 -3 -4 25 5 6 -8 13 12 10 11 26 -14 14 -16 -17 27 18 19 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-37.344264073930574 1486.5991827107432 -12.039320710164583 -55762.519764451863 7918.8846435207488 128014.56131552419 -5211.1216874265301 -30729.022953209293 464.84331114268093 26361.019285726205 18433.690501561836 44759.331017974626 216196.95365767047 6088.6764910779129 -7612.1217694638835 39252.140741879928 -31439.39759407613 3884.2893024427322 -42484.388359375007 87339.260179924255 -105265.954296875 88282.64565625001 210925.80926724139 -53034.823000000004 157096.14265625001 -26863.660845588238 64585.879714023918 66790.437334674338 -2376.9537004105687 71172.115156416461 -45300.745526984283
leaf_weight=2430983 53563 1802543 77 4833 31 2707 1089 12490 1112 589 133 22 2173 3430 127 536 221 80 33 36 25 29 25 30 51 81 23 841 88 163
leaf_count=2430983 53563 1802543 77 4833 31 2707 1089 12490 1112 589 133 22 2173 3430 127 536 221 80 33 36 25 29 25 30 51 81 23 841 88 163
internal_value=0 48.1052 1329.01 1381 919.996 -2144.65 -12531.7 -69.7519 2149.08 12745.7 30121.2 68795 12951 -1939.95 -9278.3 -10832.3 4683.45 29421.2 19529.9 41194.3 -25942.8 65571.5 113141 61582.1 18001.8 8852.96 139834 -1722.37 23047.2 -9345.66
internal_weight=0 1.88718e+06 84638 84561 79647 22799 3796 19003 56848 2420 767 178 3285 16583 4093 3966 1653 340 309 229 61 168 84 55 84 4914 45 1313 309 1004
internal_count=4318164 1887181 84638 84561 79647 22799 3796 19003 56848 2420 767 178 3285 16583 4093 3966 1653 340 309 229 61 168 84 55 84 4914 45 1313 309 1004
is_linear=0
shrinkage=0.1


Tree=2778
num_leaves=31
num_cat=0
split_feature=1 2 0 5 4 5 0 4 0 5 5 0 4 3 2 5 5 5 0 5 2 2 0 5 2 5 2 3 5 3
split_gain=7.77769e+11 4.61728e+12 6.70098e+12 9.60582e+12 1.71102e+13 7.95214e+12 6.32463e+12 5.78529e+12 9.98741e+12 2.05003e+13 1.75205e+13 1.79506e+13 1.25191e+13 1.46129e+13 1.31747e+13 5.16858e+13 2.15242e+13 2.08237e+13 1.09456e+13 1.08561e+13 1.05541e+13 1.1944e+13 1.01214e+13 9.63463e+12 1.62746e+13 2.26174e+13 1.18732e+13 9.05143e+12 8.46465e+12 8.38545e+12
threshold=91.398302750000013 1.5000000000000002 56.110481950000008 137.05000000000004 3.5000000000000004 125.85000000000001 59.609407350000005 2.5000000000000004 51.67657710000001 60.005000000000003 69.015000000000015 50.565831500000009 3.5000000000000004 20.500000000000004 4.5000000000000009 94.040000000000006 80.00500000000001 87.00500000000001 48.713222300000005 29.050000000000004 2.5000000000000004 8.5000000000000018 56.054485600000007 102.01000000000001 3.5000000000000004 88.015000000000015 5.5000000000000009 23.500000000000004 78.710000000000022 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 -3 9 -9 18 12 13 20 17 16 -16 -14 -11 22 28 23 -10 24 -22 26 -26 -15 -12 -20
right_child=1 7 6 4 -6 -7 -8 8 19 10 11 -13 14 27 15 -17 -18 -19 29 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.8258123292882464 -2051.6170951810595 32.058955461991431 5660.0249475903765 -35347.60887784091 73079.650463299418 -58492.238749999997 -2982.5143055493618 15231.833463184932 53162.822431515429 2545.6771274038465 105716.427734375 -41009.18463249207 -8066.4390229430392 -84882.049289772738 37130.909656249998 142576.01749320651 -84357.473738839297 -98972.544061444263 -25343.840665672338 1849.3976524273862 55746.285144230773 59043.959203125007 -9229.9077924679495 -43107.207232142857 -36312.726595052081 81136.202112268526 27143.550028582322 5829.4552639527756 29462.362056587841 -65398.190618379245
leaf_weight=4176165 16962 86868 2457 22 43 25 1292 365 78 130 24 96 79 22 25 23 35 37 458 32478 65 50 39 35 105 27 41 22 37 59
leaf_count=4176165 16962 86868 2457 22 43 25 1292 365 78 130 24 96 79 22 25 23 35 37 458 32478 65 50 39 35 105 27 41 22 37 59
internal_value=0 230.156 -1146.28 -1987.86 36381.2 -2134.68 2681.59 466.391 1565.42 -5827.49 -11438.2 -740.359 5425.2 15060.3 -15297.6 15120.6 -33737.3 -37062.4 -23392.6 1958.93 21315.1 14110.5 32365.2 5880.89 13085 -2943.78 -18492.8 -39526.3 59464 -29914.8
internal_weight=0 141999 20801 17052 65 16987 3749 121198 34330 1735 1370 723 627 428 199 83 60 116 647 32595 384 323 117 273 238 173 146 44 61 517
internal_count=4318164 141999 20801 17052 65 16987 3749 121198 34330 1735 1370 723 627 428 199 83 60 116 647 32595 384 323 117 273 238 173 146 44 61 517
is_linear=0
shrinkage=0.1


Tree=2779
num_leaves=31
num_cat=0
split_feature=1 5 5 2 5 0 2 5 4 2 3 2 2 2 5 5 5 3 4 5 5 3 1 0 5 5 2 5 5 0
split_gain=7.87953e+11 5.17546e+12 4.29457e+12 1.38756e+13 5.92961e+12 7.31504e+12 7.34157e+12 4.06774e+12 5.58556e+12 4.33984e+12 1.08117e+13 7.76929e+12 3.97192e+12 1.85888e+13 1.12267e+13 6.87246e+12 6.76112e+12 5.60256e+12 1.79558e+13 1.21516e+13 1.17904e+13 1.07119e+13 9.9089e+12 4.05555e+13 2.24566e+13 1.22449e+13 1.4834e+13 1.11051e+13 2.0723e+13 2.26169e+13
threshold=113.46563545000002 34.010000000000012 125.85000000000001 1.5000000000000002 128.92000000000004 56.338501050000012 4.5000000000000009 225.45000000000002 3.5000000000000004 4.5000000000000009 9.5000000000000018 6.5000000000000009 14.500000000000002 13.500000000000002 67.520000000000024 70.50500000000001 39.995000000000012 9.5000000000000018 3.5000000000000004 110.05000000000001 41.505000000000003 11.500000000000002 114.17164950000002 51.83362145000001 58.995000000000012 39.355000000000011 1.5000000000000002 49.505000000000003 52.020000000000003 56.635684300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 -4 -5 7 -7 8 -6 -10 11 -11 13 17 16 -14 -15 19 20 22 -19 -20 23 -3 25 -25 -27 -24 29 -29
right_child=1 2 3 4 5 6 -8 -9 9 10 -12 -13 15 14 -16 -17 -18 18 21 -21 -22 -23 27 24 -26 26 -28 28 -30 -31
leaf_value=-3.482787078477354 -3029.868165037095 -52794.452895035283 49481.097087053575 -61742.332638888889 -44902.53917356005 48795.110960477941 -24357.255757472827 -61713.126997514213 17804.759841856663 -11991.352751116072 25918.50723214286 -82663.426520647321 -175.08761341650163 63990.691898777179 78570.27431852922 -32636.820611702129 776.44837341308596 12271.760203537622 -31488.055392875816 31213.731622488838 -2594.8010670438634 42667.812388392864 4044.7765600382299 -11830.215043855445 11431.594083674117 -7795.4927950249112 5399.0650885265304 -32585.450885302947 -707.98826682867991 -783.46995760221512
leaf_weight=4289649 3583 124 35 27 51 34 23 22 49 35 35 28 213 23 46 94 64 626 269 140 3609 21 3518 652 3266 1071 4168 458 5794 437
leaf_count=4289649 3583 124 35 27 51 34 23 22 49 35 35 28 213 23 46 94 64 626 269 140 3609 21 3518 652 3266 1071 4168 458 5794 437
internal_value=0 523.932 1034.65 -10143.9 -17008.7 -12648.4 19277.5 -20920 -16387.5 -6494.51 -18644.1 -43401.2 1188.74 1331.63 38614.4 -10114.5 17488.3 1126.33 -2045.7 1857.6 -397.288 -26118.1 1646.71 4011.43 4780.67 1093.37 2701.72 -503.485 -2895.59 -17057.6
internal_weight=0 28515 24932 339 304 277 57 220 198 147 98 63 24593 24286 133 307 87 24153 4525 19628 4235 290 19488 9281 9157 5891 5239 10207 6689 895
internal_count=4318164 28515 24932 339 304 277 57 220 198 147 98 63 24593 24286 133 307 87 24153 4525 19628 4235 290 19488 9281 9157 5891 5239 10207 6689 895
is_linear=0
shrinkage=0.1


Tree=2780
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 1 1 5 1 5 3 5 1 3 3 1 0 5 5 3 1 1 1 5 1 2 2 6 1 1
split_gain=7.54124e+11 1.25758e+13 2.0222e+13 3.19774e+13 2.3128e+13 1.74561e+13 1.89933e+13 1.72014e+13 1.4064e+13 1.31211e+13 1.2711e+13 1.22101e+13 1.21876e+13 1.89089e+13 1.88177e+13 1.94604e+13 2.83238e+13 2.10128e+13 1.67491e+13 1.40524e+13 1.27783e+13 5.05619e+13 5.284e+13 2.95406e+13 6.49024e+13 2.95167e+13 4.70224e+13 2.52356e+13 1.21368e+14 1.96979e+13
threshold=55.416472000000006 55.349623500000007 19.500000000000004 39.021425200000003 24.500000000000004 37.516458750000005 37.559851850000008 38.010000000000012 86.192907650000009 83.010000000000005 5.5000000000000009 78.710000000000022 39.047276750000002 17.500000000000004 4.5000000000000009 86.067573200000012 55.388132500000005 70.00500000000001 70.50500000000001 10.500000000000002 37.503486000000002 37.328003200000005 37.098288800000006 79.010000000000005 38.233559750000005 11.500000000000002 15.500000000000002 1.5000000000000002 39.032393150000004 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 -5 -4 -7 10 12 11 -3 -8 20 14 -14 17 18 -16 -17 -18 21 22 -9 27 25 -25 -27 28 29 -22
right_child=-2 2 3 4 -6 6 9 8 -10 -11 -12 -13 13 -15 15 16 19 -19 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=11.952086920560262 -44.682062291309734 1975.4970554782381 58041.781206597225 141958.60693847656 13149.419705332881 -79689.104017857157 -19058.359362103307 6342.401234407409 -68120.41132450811 -84362.479310344832 -5721.113573070008 43631.052556818184 11300.695302636792 59882.110232979911 -1151.3564945653734 9016.5900634307163 156.69865466783239 -19451.897069335941 31431.108705240884 -26476.815119735053 -62312.413689497189 -20893.59313721344 102188.53310919294 42970.382573718562 -35703.693262725516 212528.10084859916 33953.849739583333 9354.8596515637018 168660.33821022729 -15237.576398524954
leaf_weight=2272699 2014820 5112 27 20 46 56 531 2292 27 29 3698 33 1713 56 6051 1427 913 700 435 253 133 762 59 246 97 29 30 5569 33 268
leaf_count=2272699 2014820 5112 27 20 46 56 531 2292 27 29 3698 33 1713 56 6051 1427 913 700 435 253 133 762 59 246 97 29 30 5569 33 268
internal_value=0 39.085 2051.32 -14256.2 52182.5 -20742.8 -24020.4 2455.97 4006.01 -18763.4 -1255.16 -15390.4 4098.46 1914.79 1632.31 -61.3098 6599.62 -3048.91 14253.1 -5622.27 6747.86 1492.13 8747.73 9302.29 35545.7 58205.4 121728 7544.86 -15680.7 -30850.9
internal_weight=0 2.30334e+06 30645 742 66 676 649 29903 21093 593 8810 564 21066 11548 11492 9779 3028 6751 1862 1166 9518 3113 2351 6405 402 305 59 6003 434 401
internal_count=4318164 2303344 30645 742 66 676 649 29903 21093 593 8810 564 21066 11548 11492 9779 3028 6751 1862 1166 9518 3113 2351 6405 402 305 59 6003 434 401
is_linear=0
shrinkage=0.1


Tree=2781
num_leaves=31
num_cat=0
split_feature=3 0 0 1 5 3 5 3 0 0 5 0 4 1 0 5 5 1 5 1 1 0 5 3 1 1 3 5 5 2
split_gain=7.95089e+11 5.4834e+12 6.36251e+13 5.23507e+13 5.44572e+13 4.00282e+13 3.1919e+13 3.00291e+13 4.75027e+13 4.46105e+13 5.38317e+13 4.12952e+13 4.58036e+13 2.81112e+13 2.51052e+13 2.66066e+13 2.39413e+13 4.54791e+13 4.37482e+13 2.36755e+13 5.76942e+13 3.26846e+13 3.09251e+13 2.33134e+13 3.00446e+13 6.53011e+13 8.11458e+13 1.0926e+14 3.76487e+13 4.08427e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 39.666208800000007 137.05000000000004 7.5000000000000009 161.85000000000002 8.5000000000000018 45.022371150000005 45.254062050000009 177.02500000000003 45.091904500000005 2.5000000000000004 39.969502550000009 45.005863250000004 83.010000000000005 50.805000000000007 39.262370300000008 66.990000000000023 38.984911950000004 39.016372550000007 45.098908000000009 71.715000000000018 5.5000000000000009 40.247294600000011 40.810045900000013 6.5000000000000009 48.945000000000007 41.505000000000003 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 16 -6 23 14 10 11 -10 -13 -11 -9 -16 -4 -18 -19 22 21 -21 -14 -1 28 26 27 -26 -25 -30
right_child=-2 -3 3 -5 6 -7 -8 8 9 13 -12 12 19 -15 15 -17 17 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=51.705924708224295 38.730977508748396 -126.82641878441723 7965.3139826667611 -1682.8132987660065 151948.92866443453 -2345.7111668651123 14110.645786830359 530.21718805662545 4106.5391235829875 38357.550675898012 150121.86265024039 10579.298945571512 53343.657119833457 -19443.520738314714 -6759.3108657748344 -54488.793949549661 6634.9844381877065 20108.299002228992 56291.690765200532 242151.94592187498 10968.005994591347 76971.702530570663 6314.4280840949295 -157.30938343061868 304061.09479282924 2065.8951534914995 -12070.05811984592 6260.3754261363647 -4723.5122682379842 -27364.382048515938
leaf_weight=203248 2379540 1586110 8513 6929 42 2814 28 31599 18822 92 26 3768 296 985 3359 121 1870 1389 440 25 52 23 265 25762 28 10447 45 22 30686 818
leaf_count=203248 2379540 1586110 8513 6929 42 2814 28 31599 18822 92 26 3768 296 985 3359 121 1870 1389 440 25 52 23 265 25762 28 10447 45 22 30686 818
internal_value=0 -47.5399 309.204 5513.32 8816.31 8406.37 96813.6 -37.6172 1998.06 5391.06 6311.67 6150.86 14838.6 -14506 -357.574 -8418.87 10884 17601 28812.9 39118.8 83944.8 163003 31128.4 -483.968 -2089.6 2816.42 85350.4 173029 -2992.74 -5311.38
internal_weight=0 1.93862e+06 352514 22025 15096 15026 70 330489 59433 24354 23277 23251 4429 1077 35079 3480 12212 3699 1829 661 100 48 561 271056 67808 10542 95 50 57266 31504
internal_count=4318164 1938624 352514 22025 15096 15026 70 330489 59433 24354 23277 23251 4429 1077 35079 3480 12212 3699 1829 661 100 48 561 271056 67808 10542 95 50 57266 31504
is_linear=0
shrinkage=0.1


Tree=2782
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 3 3 6 5 4 1 3 5 0 1 3 4 1 1 2 5 1 5 5 1 1 1 3 3 1
split_gain=9.00573e+11 1.64664e+13 3.23481e+13 3.88363e+13 3.16783e+13 3.09809e+13 3.3574e+13 7.81638e+13 5.97286e+13 6.00597e+13 4.72066e+13 6.42325e+13 7.72326e+13 4.05227e+13 5.3823e+13 4.02617e+13 3.96278e+13 3.82105e+13 3.79319e+13 5.31882e+13 4.44302e+13 3.75845e+13 4.41313e+13 3.35674e+13 3.23191e+13 3.16617e+13 9.05931e+13 6.97769e+13 5.47235e+13 5.15155e+13
threshold=55.899899800000007 55.924336300000007 37.998366300000008 37.305000000000007 40.205000000000005 25.500000000000004 13.500000000000002 1.5000000000000002 62.710000000000008 2.5000000000000004 37.712318250000003 4.5000000000000009 65.905000000000015 55.91302515000001 37.726745000000001 12.500000000000002 3.5000000000000004 37.869926150000005 37.889331900000009 3.5000000000000004 66.990000000000023 37.752451500000006 100.05000000000001 137.05000000000004 37.832345550000007 37.597123000000003 37.342273500000012 4.5000000000000009 7.5000000000000009 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -5 -9 10 11 -10 -13 14 -12 17 -8 23 19 20 -15 -18 -23 25 -21 26 28 -28 -11 -29
right_child=1 -3 4 5 -6 -7 16 8 9 15 13 12 -14 18 -16 -17 21 -19 -20 24 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-29.865814172665722 -3986.2152444150947 11.857941546859662 5208.9746715935671 -15667.18239678811 -10402.358806041137 55549.319611042309 3095.2414350433182 8584.0404904223687 19663.358689630681 -81738.725692708336 94363.366178385419 268782.05391680746 86215.552636718756 71201.746360085235 -67966.029284667966 106634.1228247549 -48198.738694150612 55067.890555081802 -11956.026147959185 7017.6329026442318 264292.5198918269 128304.86546336208 -29211.597993800955 121319.74592472958 132497.56140625 -3155.2027767633081 260875.00593750004 208859.85718749999 54998.993497721356 34970.911846976902
leaf_weight=3024581 5349 1260308 2054 1016 3540 123 13645 5338 55 75 30 37 62 22 64 51 274 213 49 65 26 29 46 26 30 853 20 20 48 115
leaf_count=3024581 5349 1260308 2054 1016 3540 123 13645 5338 55 75 30 37 62 22 64 51 274 213 49 65 26 29 46 26 30 853 20 20 48 115
internal_value=0 69.8305 2265.57 3667.21 -4670.2 5500.37 5223.19 10297.8 13962.3 29388.9 61673 106310 154447 37637.6 -16158.8 19392.4 2244.19 16144.7 63975.4 89993.8 175793 -31029.6 31694.8 8979.11 46642.9 6396.56 35704.7 86557.1 -28377.7 60732.2
internal_weight=0 1.29358e+06 33275 27681 5594 22332 22209 8215 7199 1861 440 154 99 286 94 1421 13994 1370 192 143 48 349 75 1157 95 1131 278 155 123 135
internal_count=4318164 1293583 33275 27681 5594 22332 22209 8215 7199 1861 440 154 99 286 94 1421 13994 1370 192 143 48 349 75 1157 95 1131 278 155 123 135
is_linear=0
shrinkage=0.1


Tree=2783
num_leaves=31
num_cat=0
split_feature=0 0 5 3 6 5 5 3 5 5 1 1 1 1 3 3 3 2 5 4 3 0 2 1 2 0 3 1 1 6
split_gain=8.30542e+11 2.90922e+13 3.09821e+13 3.22455e+13 3.90161e+13 4.80899e+13 4.73973e+13 4.27293e+13 4.36429e+13 3.75662e+13 2.8755e+13 3.24543e+13 6.13054e+13 2.96833e+13 2.94895e+13 2.91182e+13 4.27247e+13 2.61179e+13 2.7119e+13 2.51733e+13 2.55053e+13 3.79097e+13 3.43266e+13 2.51017e+13 2.77184e+13 2.46235e+13 2.43776e+13 2.2815e+13 4.64045e+13 3.69411e+13
threshold=56.121679000000007 56.197733450000008 81.00500000000001 21.500000000000004 1.5000000000000002 93.00500000000001 94.040000000000006 10.500000000000002 85.020000000000024 132.05000000000004 47.282206100000003 40.247294600000011 43.868031300000006 46.037218400000008 13.500000000000002 8.5000000000000018 7.5000000000000009 4.5000000000000009 116.06000000000002 3.5000000000000004 5.5000000000000009 56.143542450000005 2.5000000000000004 35.911716050000003 3.5000000000000004 56.143542450000005 9.5000000000000018 47.473138800000008 50.888703650000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 4 7 -6 26 8 25 -10 11 14 -13 -14 -8 16 17 19 -19 20 21 -15 -23 24 -2 -4 -7 29 -29 -25
right_child=1 -3 3 -5 5 6 10 -9 9 -11 -12 12 13 15 -16 -17 -18 18 -20 -21 -22 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-25.84041520254711 8369.2364864864867 -14.075538062496378 -78099.248020833344 -27408.202459813678 25748.350168274614 -26520.018261718753 -109785.25868716033 12124.525375901443 94085.268773876305 -37472.714095052084 -62555.384267436602 119067.03321940106 -53519.619852120537 -63985.131718749995 9257.3705386513157 -7614.7392491858773 129041.4644736842 55832.927412683821 -49158.688845790908 77527.235878696243 -35829.851787405307 17840.510664506393 149509.24180772572 -4200.9682449286875 141626.61946433739 63086.122395833343 -166281.60811298079 -23763.342247690147 1227.926294672214 5007.0580210872849
leaf_weight=3205370 37 1080420 30 189 977 24 46 325 227 24 69 48 84 25 38 508 38 34 89 93 66 44 36 5586 27 21 26 1004 2858 19801
leaf_count=3205370 37 1080420 30 189 977 24 46 325 227 24 69 48 84 25 38 508 38 34 89 93 66 44 36 5586 27 21 26 1004 2858 19801
internal_value=0 74.4325 3028.22 12601.4 15234.3 9074.69 -3772.45 37289.2 64370.3 81506 144.778 3910.06 8630.05 3417.69 -55932.6 8543.87 27858.2 17922.9 -20136.6 35655.1 12882.6 43501.8 77091.4 2028.55 64587.2 -19964.1 -99196 1891.66 -5269.03 2980.98
internal_weight=0 1.11279e+06 32374 3061 2872 2245 1268 627 302 251 1218 1149 1065 1017 84 933 425 387 123 264 171 105 80 29313 64 51 50 29249 3862 25387
internal_count=4318164 1112794 32374 3061 2872 2245 1268 627 302 251 1218 1149 1065 1017 84 933 425 387 123 264 171 105 80 29313 64 51 50 29249 3862 25387
is_linear=0
shrinkage=0.1


Tree=2784
num_leaves=31
num_cat=0
split_feature=1 1 3 3 5 3 5 5 2 3 1 5 0 0 4 6 5 5 5 4 5 3 2 5 0 0 3 0 0 1
split_gain=8.05146e+11 1.21357e+13 7.99683e+13 1.01792e+14 7.95914e+13 7.30218e+13 5.26695e+13 5.0282e+13 4.1545e+13 3.91308e+13 3.60792e+13 6.90399e+13 4.59986e+13 3.99543e+13 3.21964e+13 4.1286e+13 3.52252e+13 3.63839e+13 3.08896e+13 3.07997e+13 6.49887e+13 7.74836e+13 4.11986e+13 4.02703e+13 3.52807e+13 5.81532e+13 3.19874e+13 3.07342e+13 1.03506e+14 1.16161e+14
threshold=49.111504200000006 47.473138800000008 19.500000000000004 17.500000000000004 55.405000000000008 24.500000000000004 99.555000000000021 56.205000000000005 1.5000000000000002 16.500000000000004 49.073956850000009 54.035000000000004 55.812836050000008 55.851332700000007 2.5000000000000004 1.5000000000000002 77.715000000000018 89.00500000000001 66.040000000000006 2.5000000000000004 67.990000000000023 20.500000000000004 17.500000000000004 74.610000000000014 55.795550600000006 55.826364100000013 22.500000000000004 55.860536450000005 56.501468900000013 48.712293450000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 8 -6 -5 27 -11 -12 -13 -14 18 16 -16 -18 -10 20 24 23 -23 -22 26 -26 -9 -3 29 -29
right_child=-2 2 4 6 7 -7 -8 19 14 10 11 12 13 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=9.8104733657509442 49.008567484026138 329.19963483053414 16693.200745151673 59912.916659884984 154113.43745857009 -20075.586996181308 50014.286718750001 44243.777829159008 -14522.598144179432 -7471.385450769043 5907.760803522975 38069.89047301621 190819.40405505954 64080.324329213625 -29954.590147643008 -62246.050004088029 52089.153149194113 -72030.929977213542 30172.665849609377 16107.805559125965 141163.97929687501 122190.73806559246 280502.07612500002 -1027.9523377349412 178101.29741753475 24448.359264197716 -20489.266047615842 -20525.228001696159 245.13647371603435 -183.02029467126275
leaf_weight=2324350 1887181 59254 1331 72 33 909 125 136 4606 500 691 293 42 61 590 321 111 30 160 778 28 48 25 69 36 78 174 6185 24807 5140
leaf_count=2324350 1887181 59254 1331 72 33 909 125 136 4606 500 691 293 42 61 590 321 111 30 160 778 28 48 25 69 36 78 174 6185 24807 5140
internal_value=0 -38.0455 -1081.19 -1596.39 13475.3 1772.3 -14219.6 32133.5 -15582.8 -813.395 14760.2 24986.3 58277.3 115760 -16517.1 -32351 -19223.3 25680.6 -13022.1 29199.6 46346.8 98584.5 176407 40017.1 25402.5 72970.3 7909.75 -1072.5 -3371.2 -11292.6
internal_weight=0 2.43098e+06 106633 102988 3645 2240 6015 1405 5890 96973 1587 1087 396 103 5818 1052 731 141 4766 1372 594 170 73 97 424 114 310 95386 36132 11325
internal_count=4318164 2430983 106633 102988 3645 2240 6015 1405 5890 96973 1587 1087 396 103 5818 1052 731 141 4766 1372 594 170 73 97 424 114 310 95386 36132 11325
is_linear=0
shrinkage=0.1


Tree=2785
num_leaves=31
num_cat=0
split_feature=5 6 5 1 0 0 3 5 0 1 3 5 0 3 0 4 0 1 1 0 2 3 1 3 4 3 0 0 0 1
split_gain=8.60958e+11 7.58264e+12 1.30223e+13 1.6256e+13 1.78278e+13 3.77756e+13 6.87986e+13 6.18022e+13 3.53532e+13 3.2244e+13 2.9833e+13 2.89408e+13 2.78063e+13 1.82006e+13 1.69245e+13 2.24183e+13 1.59777e+13 1.59225e+13 1.55229e+13 1.54393e+13 1.99933e+13 1.49609e+13 1.44712e+13 1.40996e+13 1.38863e+13 1.60046e+13 2.85578e+13 2.30356e+13 2.14323e+13 2.19113e+13
threshold=89.00500000000001 1.5000000000000002 105.35000000000001 82.945329900000004 44.893607100000004 45.029420750000007 15.500000000000002 118.33500000000002 45.022371150000005 38.969379750000009 21.500000000000004 107.05000000000001 45.013473000000012 16.500000000000004 54.864040150000001 4.5000000000000009 45.005863250000004 34.359746700000009 82.961358250000018 55.002082750000007 8.5000000000000018 5.5000000000000009 42.09605220000001 20.500000000000004 3.5000000000000004 21.500000000000004 55.061033200000004 60.052595500000002 44.998833400000002 38.959914000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 4 11 6 7 -6 10 -10 13 21 -9 -8 15 -5 -12 -13 19 20 -16 -4 -23 -19 25 -2 28 -28 -27 -30
right_child=1 -3 3 14 5 -7 8 12 9 -11 16 17 -14 -15 18 -17 -18 23 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=10.362614033521947 -4438.4919506876477 138.37261541137897 18629.098200757577 -40724.059438360309 3087.4256944444446 2458.1806865683152 -50983.133883101858 106573.94398437502 105976.19798387097 -6714.7073037790706 -3324.9241379310351 -79054.763259548621 264769.02043750003 43535.797918039345 -42768.895882161458 60422.293668619794 -98103.300679347827 -2679.2979163447512 2371.0931461034647 -48515.000597810751 90839.286560639885 -125208.13468750002 -42428.092101332724 65173.747580645169 3620.077685333571 39454.84971159212 4353.5110658021249 -56873.360395665331 -49302.220434934708 -7796.1991187158919
leaf_weight=4097479 22547 167384 33 252 27 13153 27 20 62 43 29 27 25 83 24 24 46 2528 764 128 21 25 136 31 3541 91 6916 62 134 2502
leaf_count=4097479 22547 167384 33 252 27 13153 27 20 62 43 29 27 25 83 24 24 46 2528 764 128 21 25 136 31 3541 91 6916 62 134 2502
internal_value=0 -192.404 -1231.16 1003.74 1835.11 3335.26 35203.3 122695 13481.2 59826.6 -12823 -5457.92 194460 20335.7 -10164.5 -31928.7 -61455.7 -2663.32 -3753.72 -30802 19581.6 -42709.6 -55282.1 -1857.32 -2324.35 -2977 418.396 3809.51 -8258.96 -9906.14
internal_weight=0 220685 53301 17508 16295 13515 362 72 290 105 185 2780 45 110 1213 276 75 2586 937 173 45 194 161 2559 35793 32252 9705 6978 2727 2636
internal_count=4318164 220685 53301 17508 16295 13515 362 72 290 105 185 2780 45 110 1213 276 75 2586 937 173 45 194 161 2559 35793 32252 9705 6978 2727 2636
is_linear=0
shrinkage=0.1


Tree=2786
num_leaves=31
num_cat=0
split_feature=5 1 1 0 2 5 5 6 3 3 2 2 2 3 5 3 0 5 0 5 4 1 0 2 3 4 3 3 6 0
split_gain=8.7139e+11 7.34019e+12 3.87235e+13 9.1001e+13 5.2871e+13 5.79898e+13 7.52701e+13 5.40559e+13 4.1131e+13 4.00283e+13 7.22745e+13 5.39007e+13 3.09984e+13 2.71698e+13 5.40174e+13 2.6244e+13 2.86574e+13 2.4742e+13 2.46472e+13 2.32361e+13 2.05728e+13 1.95989e+13 9.70804e+13 9.47335e+13 5.42878e+13 3.3056e+13 2.70208e+13 3.52987e+13 2.47192e+13 5.41261e+13
threshold=98.020000000000024 44.083877800000003 44.005491150000005 56.338501050000012 12.500000000000002 109.05000000000001 110.05000000000001 1.5000000000000002 7.5000000000000009 10.500000000000002 3.5000000000000004 4.5000000000000009 16.500000000000004 9.5000000000000018 120.05000000000001 18.500000000000004 56.301440000000007 114.05000000000001 56.320495600000008 102.01000000000001 3.5000000000000004 45.148007750000012 53.204054050000003 15.500000000000002 4.5000000000000009 4.5000000000000009 16.500000000000004 9.5000000000000018 1.5000000000000002 43.465905150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -7 -8 19 11 -11 13 15 -9 -15 16 -6 -13 -19 -4 -10 22 28 24 -24 26 27 -26 29 -3
right_child=1 21 3 -5 12 6 7 9 20 10 -12 17 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=8.0852176193486027 145.72932530797203 -4785.9535569618338 119814.62740384616 -153581.37165364585 113671.27129807694 166985.1855152027 127839.21800426136 13110.446841506329 -30731.304881599379 114036.66107954546 -91783.20929276316 137798.21867187502 16130.934844380041 56593.941435185181 -120887.12529920215 194492.95130078125 -12311.940437500001 19920.641488405261 93264.632666015634 -21612.980208333334 -108591.4160428779 -748.85869307479948 36243.661693548391 139894.28812500002 -103251.86477416992 -227926.82152954105 -146640.69358990781 11800.427250671388 10072.431871115223 -95981.889025236436
leaf_weight=4182669 70110 453 26 30 65 37 44 242 161 22 76 35 62 27 47 25 25 126 72 21 43 62632 31 20 80 20 61 40 786 76
leaf_count=4182669 70110 453 26 30 65 37 44 242 161 22 76 35 62 27 47 25 25 126 72 21 43 62632 31 20 80 20 61 40 786 76
internal_value=0 -249.587 448.844 18367.4 22829.7 13736.3 28027.1 20586.5 -27712.6 13292.6 -45578.7 23801.6 73125.9 -3104.21 -56130.5 103854 78675.9 60291.8 46591.2 56623.6 -47143 -1025.23 -12071.5 -68929.8 -86931.9 -105929 -92448.7 -64901.1 -1175.46 -17887.8
internal_weight=0 135495 71296 1186 1156 979 728 691 251 647 98 549 177 316 74 115 90 233 198 47 204 64199 1567 252 232 201 181 120 1315 529
internal_count=4318164 135495 71296 1186 1156 979 728 691 251 647 98 549 177 316 74 115 90 233 198 47 204 64199 1567 252 232 201 181 120 1315 529
is_linear=0
shrinkage=0.1


Tree=2787
num_leaves=31
num_cat=0
split_feature=1 1 1 0 5 3 0 0 0 5 5 5 3 5 3 2 5 5 1 5 0 1 5 5 4 1 0 0 4 0
split_gain=8.00365e+11 1.43331e+13 3.47826e+13 6.16086e+13 6.48384e+13 4.06198e+13 3.75089e+13 3.08831e+13 5.46185e+13 4.95324e+13 3.53168e+13 6.09305e+13 9.23321e+13 3.15432e+13 2.98832e+13 2.17892e+13 2.84295e+13 3.08558e+13 2.92873e+13 2.61511e+13 3.17514e+13 6.13105e+13 4.18141e+13 4.12984e+13 8.37746e+13 7.32159e+13 2.28766e+14 7.79438e+13 1.05941e+14 7.19176e+13
threshold=43.574807850000006 44.660994650000006 45.148007750000012 53.242949050000007 105.35000000000001 4.5000000000000009 54.194619400000008 52.719210700000012 43.056445700000005 77.00500000000001 125.85000000000001 100.05000000000001 16.500000000000004 36.995000000000012 5.5000000000000009 1.5000000000000002 137.05000000000004 132.05000000000004 43.868031300000006 38.010000000000012 56.301440000000007 43.868031300000006 132.05000000000004 59.510000000000012 1.5000000000000002 44.005491150000005 56.338501050000012 56.320495600000008 1.5000000000000002 56.320495600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 7 5 -5 -7 8 -3 -10 11 13 -13 -9 -11 16 17 18 -2 -17 -21 22 -22 24 29 -25 27 -27 -29 -23
right_child=1 2 -4 4 -6 6 -8 10 9 14 -12 12 -14 -15 -16 19 -18 -19 -20 20 21 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-43.370452223758406 3597.7268552987257 4066.8862240090475 23.231618285260435 -32472.868633809518 -168782.39741586539 -15344.610913753808 -574.52914605323201 -5769.4732880996853 -10408.512004532353 -14223.730106026787 115599.33770833335 14470.843684895835 -183221.78452380953 14155.851762359162 -77394.620701191219 -1330.4401035997669 -59911.830583639712 119214.14933035715 -5464.7044860500346 1270.7198181173862 -6380.2816720800201 36428.298530094289 120873.62061298078 7234.382384094094 -3588.3357404152794 24055.744721434632 -54679.981110122731 229677.25603841149 54392.133342220914 5005.0110793591539
leaf_weight=2143177 5687 2821 2060238 764 26 3539 3344 1101 1395 119 30 54 42 2854 202 19614 85 21 9562 42414 3760 1172 26 5894 5615 1528 303 36 817 1924
leaf_count=2143177 5687 2821 2060238 764 26 3539 3344 1101 1395 119 30 54 42 2854 202 19614 85 21 9562 42414 3760 1172 26 5894 5615 1528 303 36 817 1924
internal_value=0 42.7361 -13.1621 -4615.69 -11133 -10597 -8168.79 1186.95 -4490.53 -18558.4 7498.82 6698.28 -72019.7 8609 -53976.1 1221.66 -2239.16 -1918.12 -2084.94 1861.12 2847.1 6019.61 -5506.38 8543.61 3693.62 13468.8 27159.4 37574.1 61789.9 16900.4
internal_weight=0 2.17499e+06 2.07653e+06 16291 7673 7647 6883 8618 4537 1716 4081 4051 96 3955 321 98458 15355 15270 15249 83103 63489 21075 3786 17289 8711 8578 2684 2381 853 3096
internal_count=4318164 2174987 2076529 16291 7673 7647 6883 8618 4537 1716 4081 4051 96 3955 321 98458 15355 15270 15249 83103 63489 21075 3786 17289 8711 8578 2684 2381 853 3096
is_linear=0
shrinkage=0.1


Tree=2788
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 5 1 1 3 1 0 5 1 0 4 0 3 1 0 1 0 5 0 2 1 1 3 4 0 3
split_gain=9.09172e+11 1.75563e+13 2.36049e+13 4.43762e+13 3.5728e+13 1.58123e+13 1.24223e+13 3.93227e+13 2.77349e+13 2.51788e+13 4.2604e+13 3.89076e+13 4.77683e+13 1.08621e+14 5.86344e+13 4.46012e+13 4.23641e+13 4.12233e+13 3.56828e+13 2.56708e+13 2.84192e+13 3.04818e+13 5.39927e+13 5.21656e+13 3.45336e+13 2.24284e+13 2.10953e+13 3.88478e+13 2.75633e+13 1.89944e+13
threshold=49.010000000000012 48.035000000000004 38.422276900000007 48.910000000000004 5.5000000000000009 48.010000000000012 37.214886200000009 37.098288800000006 9.5000000000000018 37.582182450000005 55.645049100000001 48.945000000000007 37.457850350000008 55.762622900000004 1.5000000000000002 55.68356880000001 18.500000000000004 37.475443250000005 55.851332700000007 37.642309100000013 55.851332700000007 48.945000000000007 55.745923000000012 6.5000000000000009 37.615058950000012 30.425002000000003 22.500000000000004 1.5000000000000002 55.820531900000013 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 25 10 -8 -12 -13 14 16 -16 -14 -15 -19 20 21 -11 24 -24 -23 -6 -21 28 -28 -9
right_child=-2 2 3 -5 6 -7 9 29 -10 19 11 12 13 17 15 -17 -18 18 -20 26 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=14.127514084507482 -48.515963656475833 5737.7609549823974 7203.0918393046959 933.26240283895186 -28682.686501187854 -2930.1174301560559 -8993.4583696203717 -2669.1209678141277 -2271.7887167037316 -197.66864076379227 3199.0642387183939 7029.4665541033874 303534.54062500002 140970.25922619048 -35074.784128736414 144187.58568080358 129580.3878627232 -95776.881383928587 24615.046792639307 -6937.402238809238 -77362.847144813146 -74431.38026041667 -54363.574851831901 -264294.42468750005 77299.952187500006 141.39330453725961 -37726.010361578526 130899.9321875 37799.393458953615 -68645.57616577149
leaf_weight=2177998 2038841 3858 14178 55391 877 18395 944 60 3127 292 592 214 28 21 23 35 28 35 83 2153 97 30 29 20 30 390 78 30 127 160
leaf_count=2177998 2038841 3858 14178 55391 877 18395 944 60 3127 292 592 214 28 21 23 35 28 35 83 2153 97 30 29 20 30 390 78 30 127 160
internal_value=0 43.3972 1471.68 2211.04 -2378.09 -10.5308 -5672.93 -9394.65 -7328.96 -2160.56 6453.63 20223.3 41804.3 71218.6 143571 73100.8 216557 11879.4 -11094.4 -8139.16 -28791.7 -17042.6 -62168.6 -140050 1434.29 -19810.2 -3832.22 24616.6 9062.9 -50652
internal_weight=0 2.27932e+06 82930 69569 13361 2.19639e+06 9503 4614 4394 4889 2003 1059 467 253 114 58 56 139 118 2886 498 401 109 49 60 1267 2388 235 205 220
internal_count=4318164 2279323 82930 69569 13361 2196393 9503 4614 4394 4889 2003 1059 467 253 114 58 56 139 118 2886 498 401 109 49 60 1267 2388 235 205 220
is_linear=0
shrinkage=0.1


Tree=2789
num_leaves=31
num_cat=0
split_feature=5 5 0 2 0 1 0 1 1 4 1 2 2 3 1 2 4 0 3 1 1 0 1 3 1 3 3 0 2 1
split_gain=8.03932e+11 3.37226e+12 3.24254e+13 8.14478e+13 2.77577e+13 2.44008e+13 6.96076e+13 3.74782e+13 4.53399e+13 3.49277e+13 4.33367e+13 4.22936e+13 3.50134e+13 2.51107e+13 3.63015e+13 2.48658e+13 2.09742e+13 1.78765e+13 1.7696e+13 1.70747e+13 2.22355e+13 3.29543e+13 2.22332e+13 2.34055e+13 1.97603e+13 2.3682e+13 3.23346e+13 3.01263e+13 2.26653e+13 1.68694e+13
threshold=102.01000000000001 101.05000000000001 44.039893800000009 1.5000000000000002 43.642715500000008 30.362552800000003 59.963407450000012 39.718803500000007 39.899261850000009 3.5000000000000004 30.278357500000002 11.500000000000002 4.5000000000000009 19.500000000000004 39.863684800000009 2.5000000000000004 4.5000000000000009 59.846652800000008 9.5000000000000018 39.016372550000007 39.041623000000008 47.236539400000005 38.975980350000007 7.5000000000000009 38.950530550000003 22.500000000000004 14.500000000000002 45.053747000000008 13.500000000000002 30.468306550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 9 16 13 11 -11 12 -4 14 -9 -8 17 19 -18 22 -21 -22 24 -24 -7 26 -26 -28 -29 -19
right_child=-2 2 5 4 -6 7 15 8 -10 10 -12 -13 -14 -15 -16 -17 18 29 -20 20 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=3.7481980016343743 -268.84277185731804 205252.95393629809 38710.945422363286 4858.6533954326924 111333.74076450894 -2379.2808899095166 -116535.72675151211 7122.0053912450403 3734.7476587173646 17151.231397804055 161169.02484563191 144578.96651785713 -33612.094275531577 168350.66090029763 153905.56802819294 -16866.420239257812 -128426.7306919643 -23236.704216452206 -8578.4154119318173 -68549.41507646277 13411.638681175595 -65946.106630345399 90984.757216478436 10102.710871991461 -100535.12813361673 -104335.24505208334 122172.25448242189 29467.944659133187 -86683.818697684153 -94128.781200036348
leaf_weight=4204430 108437 26 216 195 28 1081 31 63 2316 37 48 28 97 21 23 130 28 153 22 94 168 76 46 161 34 42 20 42 28 43
leaf_count=4204430 108437 26 216 195 28 1081 31 63 2316 37 48 28 97 21 23 130 28 153 22 94 168 76 46 161 34 42 20 42 28 43
internal_value=0 6.92503 2528.5 37756.5 18227.7 790.83 19957.2 -1731.17 6675.01 41127 98478.9 26831.1 16297.7 70316.6 46378.1 -36057.4 -11725.4 -10116.5 -75693.5 -6980.4 -27226 -11306.3 -2274.06 28076.5 -7312.21 -39435.7 -17453.6 13932.8 -16992.8 -38789.6
internal_weight=0 4.20973e+06 5297 249 223 5048 587 4461 2423 426 85 341 313 107 86 161 2038 1988 50 1792 338 244 1454 207 1247 166 124 90 70 196
internal_count=4318164 4209727 5297 249 223 5048 587 4461 2423 426 85 341 313 107 86 161 2038 1988 50 1792 338 244 1454 207 1247 166 124 90 70 196
is_linear=0
shrinkage=0.1


Tree=2790
num_leaves=31
num_cat=0
split_feature=4 3 3 5 5 0 1 3 6 1 1 2 5 1 3 3 1 0 2 5 0 0 2 1 0 3 5 0 1 1
split_gain=7.94155e+11 3.44272e+12 6.7366e+12 1.01243e+13 1.88289e+13 3.35864e+13 5.51468e+12 4.58249e+12 1.26223e+13 2.82595e+13 2.68017e+13 1.04293e+13 1.02899e+13 2.04232e+13 1.2601e+13 9.94448e+12 8.90176e+12 7.7515e+12 7.44946e+12 1.20176e+13 6.10652e+12 1.90073e+13 9.67907e+12 6.14261e+12 5.43851e+12 4.28e+12 4.15489e+12 9.92137e+12 7.76569e+12 4.02572e+12
threshold=4.5000000000000009 25.500000000000004 24.500000000000004 137.05000000000004 81.00500000000001 55.885524800000006 39.704585000000002 19.500000000000004 1.5000000000000002 39.047276750000002 65.480823400000006 17.500000000000004 123.15000000000002 37.944765900000007 21.500000000000004 18.500000000000004 38.969379750000009 55.826364100000013 17.500000000000004 142.05000000000004 55.834684950000003 54.99493995000001 16.500000000000004 39.899261850000009 45.040161900000008 22.500000000000004 161.85000000000002 55.924336300000007 82.945329900000004 49.148175700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -3 15 20 12 11 -11 14 17 -10 29 -15 -14 19 -17 21 23 -22 -9 -18 -26 27 -5 -28 -2
right_child=1 6 3 26 5 -7 -8 8 9 10 -12 -13 13 16 -16 18 24 -19 -20 -21 22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-2.4781968560330627 -802.77573248181261 -61509.204823369568 -34286.66132114955 -71245.970845170465 170096.04144021741 14536.118080357142 4059.8726697198276 3008.0503057065216 -117371.41845238095 147503.70895040763 -12580.709112079327 55867.674927662039 94716.058114769345 -80452.558602792255 -10230.373046875 13958.416134643556 -54314.033042689727 9777.2618607954555 -11255.553548177084 105488.04002403846 50657.490546875 -119521.3009014423 -44462.591278872285 -50223.018750000003 -20267.693617187499 41796.784687500003 -1672.4267935739438 18492.85209263393 65186.725815217396 2680.9971445385863
leaf_weight=4303792 7841 23 21 22 23 35 29 46 21 23 39 27 21 27 23 32 21 22 24 26 20 26 23 41 25 20 71 28 23 5749
leaf_count=4303792 7841 23 21 22 23 35 29 46 21 23 39 27 21 27 23 32 21 22 24 26 20 26 23 41 25 20 71 28 23 5749
internal_value=0 742.113 835.379 18080.2 46847.5 76223.7 -24941.8 562.583 -9663.49 3460.35 49554.7 98020.3 -19330.7 -5731.13 -61365.9 880.465 -32081.4 51259 35600.3 54988.9 -32293.7 -44498.5 -220.693 -22077.9 -12293.2 7316.52 2298.2 -20992.2 14686.7 670.97
internal_weight=0 14372 14320 223 79 58 52 14097 425 269 89 50 180 136 44 13672 93 43 82 58 156 113 43 87 66 45 144 50 94 13590
internal_count=4318164 14372 14320 223 79 58 52 14097 425 269 89 50 180 136 44 13672 93 43 82 58 156 113 43 87 66 45 144 50 94 13590
is_linear=0
shrinkage=0.1


Tree=2791
num_leaves=31
num_cat=0
split_feature=0 0 3 0 1 1 3 1 1 1 1 3 1 0 1 0 1 0 1 1 5 6 5 6 5 1 5 4 3 1
split_gain=8.00399e+11 9.28416e+12 8.64972e+13 4.60681e+13 3.72443e+13 8.83329e+13 5.35581e+13 3.01796e+13 8.69119e+13 4.01939e+13 3.55565e+13 3.30664e+13 2.91081e+13 7.29248e+13 6.84471e+13 6.6016e+13 1.04306e+14 6.56624e+13 6.37883e+13 6.5114e+13 6.30936e+13 4.86222e+13 3.27178e+13 3.16441e+13 3.40115e+13 2.94223e+13 2.78258e+13 2.59899e+13 2.47424e+13 2.98764e+13
threshold=54.762542150000009 53.973051950000006 5.5000000000000009 54.194619400000008 37.66934650000001 45.148007750000012 9.5000000000000018 53.243495500000009 49.323301500000007 47.981192400000005 45.148007750000012 7.5000000000000009 45.148007750000012 54.194619400000008 48.712293450000011 54.194619400000008 47.981192400000005 54.194619400000008 53.243495500000009 54.845880150000006 95.020000000000024 1.5000000000000002 77.00500000000001 1.5000000000000002 78.710000000000022 86.192907650000009 43.605000000000011 3.5000000000000004 26.500000000000004 55.957851400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -4 6 27 8 9 10 -5 -11 13 -3 15 20 -17 25 -19 -20 -14 -21 -18 24 -15 -16 -9 -6 29 -28
right_child=-2 2 3 7 5 -7 -8 26 -10 11 -12 -13 14 23 17 16 22 18 19 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-19.511639457132453 -27.630136192464711 -18352.833813702604 26548.436612218691 913.7540330261678 -37035.367020039666 13070.31983003443 347.4373722076416 826.92385374558989 -38676.009511387201 84314.566305881075 -13554.089450786851 14467.604874131095 18652.888192590177 2420.8494453544049 -13147.681779009896 -20161.111312656587 23031.195794804629 -14188.635519362748 15705.001456706486 -33493.145067738224 145198.0153515625 -184.50750826741955 97619.838625233213 -4403.5956604155426 36039.089636717537 -43679.00399866981 12960.305871694312 -143722.35247395834 -11487.716286148705 4428.8699373327763
leaf_weight=1143357 3058474 3733 1198 31971 470 5166 736 12540 567 72 1794 1156 2626 1206 2613 1252 481 3089 2692 452 40 14405 67 9164 401 359 6659 24 699 10701
leaf_count=1143357 3058474 3733 1198 31971 470 5166 736 12540 567 72 1794 1156 2626 1206 2613 1252 481 3089 2692 452 40 14405 67 9164 401 359 6659 24 699 10701
internal_value=0 67.0848 918.182 2990.05 10366.9 7336 -16748.2 2143.31 162.078 791.381 145.049 18562.9 -2670.51 -6308.22 -791.28 10561.4 -4235.1 -2938.72 -937.473 1395.02 20551.5 -1197.87 32150.6 -2133.82 10809.7 -16835.7 4445.76 -42218.5 6958.64 7701.38
internal_weight=0 1.25969e+06 116333 73753 7594 6396 1230 66159 35560 34993 33765 1228 42580 14504 28076 4466 1800 23610 20638 17549 2666 14857 548 10771 1607 2972 30599 494 18059 17360
internal_count=4318164 1259690 116333 73753 7594 6396 1230 66159 35560 34993 33765 1228 42580 14504 28076 4466 1800 23610 20638 17549 2666 14857 548 10771 1607 2972 30599 494 18059 17360
is_linear=0
shrinkage=0.1


Tree=2792
num_leaves=31
num_cat=0
split_feature=3 0 3 3 5 1 5 5 5 2 5 5 1 2 5 3 3 2 5 3 3 5 5 4 5 5 0 5 1 2
split_gain=9.014e+11 4.98584e+12 1.3378e+13 1.37514e+13 2.41269e+13 2.82212e+13 2.20242e+13 1.85245e+13 2.72209e+13 4.14187e+13 2.46624e+13 2.30154e+13 2.07026e+13 3.13981e+13 4.54681e+13 1.05234e+14 3.43457e+13 3.37208e+13 2.27215e+13 2.86685e+13 1.85003e+13 1.95735e+13 1.65635e+13 1.31153e+13 2.55224e+13 1.78364e+13 1.36933e+13 2.21407e+13 2.46214e+13 1.31027e+13
threshold=10.500000000000002 43.592450450000008 19.500000000000004 21.500000000000004 32.475000000000001 39.726951800000002 31.990000000000006 49.505000000000003 51.405000000000008 10.500000000000002 44.905000000000008 38.455000000000005 39.739656000000004 11.500000000000002 63.855000000000011 23.500000000000004 24.500000000000004 16.500000000000004 65.905000000000015 23.500000000000004 24.500000000000004 93.00500000000001 72.705000000000013 4.5000000000000009 161.85000000000002 161.85000000000002 42.966471700000007 177.02500000000003 47.473138800000008 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 4 5 -4 -7 10 9 -9 11 -5 13 16 15 -15 18 22 19 -10 -14 -22 -16 25 -25 -2 -27 -28 -29 -20
right_child=1 -3 3 7 -6 6 -8 8 12 -11 -12 -13 20 14 17 -17 -18 -19 29 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=35.571341351632924 2698.7302386080319 -75.718173928186843 -32826.258921305343 -34904.247238685341 -20440.927724964789 20857.695486111115 152515.88464152018 140130.74569256758 -121935.04184027779 -21072.969754464288 -104414.52830882353 63176.372774621217 -39050.968477621427 275821.02301432291 135059.91726190477 -17335.825011718753 -101323.70499131945 -29580.141192112202 72435.691733284897 29994.286888586958 68116.712441155847 -48197.724728260873 35883.107150735297 33338.915515624998 -98952.729408482148 -7922.5663392857141 149357.24368206522 -39367.666660156254 100978.64592187501 5450.5188358516489
leaf_weight=2688514 13337 1614339 36 87 814 27 24 37 27 28 34 33 166 24 21 25 36 83 43 23 39 23 85 25 35 35 23 25 25 91
leaf_count=2688514 13337 1614339 36 87 814 27 24 37 27 28 34 33 166 24 21 25 36 83 43 23 39 23 85 25 35 35 23 25 25 91
internal_value=0 -58.6838 1737.36 -6345.82 -15091.1 34963.1 82814.5 2360.86 8839.57 70689.1 -29233.4 -7932.08 2979.19 15236.2 40409.6 126251 -11996.8 18154.3 5480.19 -52047.6 -21642.4 24967.8 55531.3 2818.31 -43831.2 3026.49 43501.9 68157.4 30805.5 26945.8
internal_weight=0 1.62965e+06 15311 1806 901 87 51 905 751 65 154 120 686 458 238 49 220 189 184 50 228 62 106 13505 60 13445 108 73 50 134
internal_count=4318164 1629650 15311 1806 901 87 51 905 751 65 154 120 686 458 238 49 220 189 184 50 228 62 106 13505 60 13445 108 73 50 134
is_linear=0
shrinkage=0.1


Tree=2793
num_leaves=31
num_cat=0
split_feature=5 5 1 5 3 5 4 0 1 4 6 1 5 1 5 3 1 2 2 4 1 3 3 0 3 0 0 5 5 1
split_gain=8.6116e+11 1.41701e+13 1.9079e+13 3.58655e+13 2.89712e+13 1.28479e+13 1.22548e+13 1.14511e+13 1.62282e+13 1.23887e+13 1.64939e+13 2.03051e+13 1.42531e+13 1.14503e+13 1.11899e+13 1.65292e+13 2.41062e+13 1.7807e+13 2.4367e+13 1.5961e+13 1.2713e+13 1.56789e+13 1.36765e+13 1.39389e+13 1.60682e+13 2.13518e+13 2.91282e+13 2.35483e+13 2.19548e+13 4.02009e+13
threshold=49.010000000000012 48.035000000000004 38.422276900000007 48.910000000000004 5.5000000000000009 48.010000000000012 1.5000000000000002 44.226894250000008 40.810045900000013 1.5000000000000002 1.5000000000000002 83.00362155000002 48.945000000000007 82.967723800000016 47.415000000000006 6.5000000000000009 113.46563545000002 4.5000000000000009 8.5000000000000018 1.0000000180025095e-35 83.003420700000007 22.500000000000004 18.500000000000004 51.717367500000009 11.500000000000002 60.003414000000006 59.990816400000007 47.815000000000005 47.815000000000005 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 13 -3 14 -7 8 -5 10 -9 -12 -13 -4 -1 -16 19 -18 -19 -17 22 -22 23 -21 -25 26 28 -28 29 -26
right_child=-2 2 3 7 -6 6 -8 9 -10 -11 11 12 -14 -15 15 16 17 18 -20 20 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-22.503767250974455 -47.217554460028623 5172.5710632197661 7951.8026080460741 -25284.932600494387 -5102.6430556644837 -2247.7430638958126 -19711.523114355234 1568.3446572687437 -472.74727525797425 3841.2144341259805 -690.31828440228219 -13657.57675508425 5633.1933160016442 998.21907473952933 -817.06513207350918 21034.70885426968 9645.8409561529388 -72107.22960236379 11889.912595663265 5053.4364566246386 9459.3198958582325 -23026.633419858874 6445.4147432511272 1833.6366822122818 -25770.037023904024 23872.967403218285 3949.9640625000002 -117707.57348275534 -823.89272795541149 2346.9315627625169
leaf_weight=2116869 2038841 3858 11173 400 9503 17984 411 28844 773 12315 10334 2264 461 3005 22338 474 82 117 49 6744 3580 155 5691 14275 1122 268 26 41 5237 930
leaf_count=2116869 2038841 3858 11173 400 9503 17984 411 28844 773 12315 10334 2264 461 3005 22338 474 82 117 49 6744 3580 155 5691 14275 1122 268 26 41 5237 930
internal_value=0 42.2358 1325.4 1990.11 -2135.67 -6.21305 -2637.94 841.38 -8933.85 1052.87 233.39 -2715.18 -10394.1 6478 16.014 1349.87 2597.71 -28479.8 -47312.9 2797.67 2570.6 8111.17 1967.87 1078.24 -145.954 -3852.49 -4862.61 -70497.2 -4259.3 -13027
internal_weight=0 2.27932e+06 82930 69569 13361 2.19639e+06 18395 55391 1173 54218 41903 13059 2725 14178 2.178e+06 61129 38791 248 166 38543 38069 3735 34334 28643 21899 7624 7356 67 7289 2052
internal_count=4318164 2279323 82930 69569 13361 2196393 18395 55391 1173 54218 41903 13059 2725 14178 2177998 61129 38791 248 166 38543 38069 3735 34334 28643 21899 7624 7356 67 7289 2052
is_linear=0
shrinkage=0.1


Tree=2794
num_leaves=31
num_cat=0
split_feature=5 5 6 3 1 2 0 0 0 1 0 1 3 1 4 0 1 2 0 1 0 3 1 0 3 5 1 5 1 1
split_gain=9.26387e+11 5.64276e+12 8.8755e+12 1.08329e+13 8.72589e+12 1.40111e+13 7.1393e+12 2.00581e+13 1.22216e+13 6.12177e+12 1.31807e+13 1.13789e+13 7.10713e+12 6.52806e+12 1.09409e+13 6.07414e+12 5.66134e+12 5.47232e+12 7.28144e+12 1.68704e+13 1.20158e+13 1.36452e+13 1.52996e+13 1.15432e+13 1.26918e+13 2.58494e+13 1.5429e+13 1.10805e+13 1.05963e+13 9.58718e+12
threshold=42.005000000000003 42.205000000000005 1.5000000000000002 28.500000000000004 82.981501350000016 1.5000000000000002 55.017766000000002 54.990279300000005 55.020029900000004 30.332994000000003 60.042666650000008 30.362552800000003 22.500000000000004 49.201680550000006 1.5000000000000002 54.986619450000006 83.093115700000013 1.5000000000000002 55.02863030000001 28.619594500000002 55.013931500000005 6.5000000000000009 20.507360500000004 54.943649450000002 9.5000000000000018 39.305000000000007 82.975438000000011 38.610000000000007 82.837870700000011 83.026705000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 -6 7 15 -8 10 12 -11 -10 14 -13 16 -4 18 20 -20 21 -1 27 -24 25 -25 28 -23 -26 -22
right_child=1 -3 6 -5 5 -7 8 -9 9 11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 29 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-720.6798859623932 -5153.0747553924048 -26.426826365705537 -3716.2681244342002 25064.497980011263 -54020.545804850262 -9982.8125426828046 35578.673764829284 -27704.95369001116 -18063.385355729955 55839.314860229497 57782.535268373846 12547.047527803121 34179.441831752236 -2641.5990521598983 -1622.3124640453823 37944.264009704595 13002.122452727752 -12.983714954041133 -20547.228043219657 1102.5116643671731 -2951.7159558049343 13264.913686755952 3123.5526656688976 3073.2131102696362 13634.630745256736 -27627.97041073296 10353.86035701987 58265.027586570941 -2044.123912316013 -19334.23556153653
leaf_weight=55084 3895 2706441 1507 111 96 292 108 322 372 40 27 1140 28 1595 1044 40 234 1383283 361 121661 8441 210 19986 596 454 508 1313 74 8528 373
leaf_count=55084 3895 2706441 1507 111 96 292 108 322 372 40 27 1140 28 1595 1044 40 234 1383283 361 121661 8441 210 19986 596 454 508 1313 74 8528 373
internal_value=0 -35.5514 -2311.39 -5778.34 -6577.67 -20878.7 47.8687 -4736.64 2358.8 1513.83 -9841.75 2783.49 -14406.4 2221.91 5773.78 -584.025 -1469.22 60.3444 526.514 1038.46 -127.15 230.26 1884.29 1675.21 -864.192 -11053.8 228.504 24990.3 -1251.63 -3645.01
internal_weight=0 2.71729e+06 10851 4394 4283 388 6457 2103 4354 4246 427 3819 400 3779 2184 1781 1741 1.60087e+06 217589 122022 95567 86753 31669 31385 11399 1104 10295 284 8982 8814
internal_count=4318164 2717292 10851 4394 4283 388 6457 2103 4354 4246 427 3819 400 3779 2184 1781 1741 1600872 217589 122022 95567 86753 31669 31385 11399 1104 10295 284 8982 8814
is_linear=0
shrinkage=0.1


Tree=2795
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 0 3 1 3 3 1 5 5 4 1 0 5 1 3 1 1 3 3 5 5 1 0 0 3 1
split_gain=8.06624e+11 7.36797e+12 6.58577e+13 6.44027e+13 4.22923e+13 6.27867e+13 8.21814e+13 3.73692e+13 4.67907e+13 5.93676e+13 4.26456e+13 3.67747e+13 2.45492e+13 2.07937e+13 2.17644e+13 3.48842e+13 2.02369e+13 1.98489e+13 1.97857e+13 3.17563e+13 1.82976e+13 6.93312e+13 4.02549e+13 3.72038e+13 2.81186e+13 1.7054e+13 3.67987e+13 1.66652e+13 2.70243e+13 1.63969e+13
threshold=56.758269450000007 56.791364150000007 60.528664650000003 42.005000000000003 60.479177250000006 56.782419000000012 6.5000000000000009 60.648383500000008 22.500000000000004 25.500000000000004 60.58031445000001 68.00500000000001 73.995000000000019 2.5000000000000004 60.628582700000003 56.782419000000012 100.05000000000001 60.601268000000012 3.5000000000000004 60.08989780000001 60.695889550000011 5.5000000000000009 26.500000000000004 66.990000000000023 78.010000000000005 60.58031445000001 56.782419000000012 56.782419000000012 16.500000000000004 61.365473900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 18 6 -6 8 10 17 -5 -12 -8 14 15 -13 -7 -10 19 -2 21 23 -23 -9 27 -11 -27 -22 29 -29
right_child=1 -3 3 7 5 16 12 20 9 25 11 13 -14 -15 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-22.47412677142912 -3821.6132224580165 28.682642096018128 5295.731971561263 4667.7559412118499 137203.7689400338 7856.1937256394231 20950.179547153395 22186.636518795392 -42238.17545947124 8113.8791204648405 -6137.7481695902989 -33754.31191075212 58049.843747372484 -19565.080044848793 -28545.800259717696 -146681.75899969364 86533.246756628796 -9869.921132160056 -1227.161496149653 32583.352528539843 3365.7984704418459 -1721.3166672702209 71268.026448155666 98165.867276880308 -43691.749427004892 -36078.521284688664 40100.733630521805 11532.379556505926 -30184.155865921191 -31840.873268169438
leaf_weight=3399081 468 886323 9000 2583 74 3509 891 142 1033 555 2943 59 223 760 163 51 33 232 3871 491 2208 1736 79 118 166 292 81 435 455 109
leaf_count=3399081 468 886323 9000 2583 74 3509 891 142 1033 555 2943 59 223 760 163 51 33 232 3871 491 2208 1736 79 118 166 292 81 435 455 109
internal_value=0 83.1169 1555.84 -1322.33 8540.52 15261.7 35155.6 -5516.88 -9564.29 -22209.5 -5336.37 -11835.5 28376.8 -28068.4 -51740.8 -86111.6 8589.21 -36301.9 1958.5 14817.4 985.139 8374 1455.63 56669.5 -3560.33 -2999.53 -19535.6 -1483.06 -12200.1 2841.78
internal_weight=0 919083 32760 23200 9560 4730 1188 14200 8752 2193 6559 3976 1114 1033 273 110 3542 1265 4830 959 5448 2075 1815 260 3373 928 373 3207 999 544
internal_count=4318164 919083 32760 23200 9560 4730 1188 14200 8752 2193 6559 3976 1114 1033 273 110 3542 1265 4830 959 5448 2075 1815 260 3373 928 373 3207 999 544
is_linear=0
shrinkage=0.1


Tree=2796
num_leaves=31
num_cat=0
split_feature=5 0 0 0 5 3 1 5 0 1 1 2 0 2 3 3 0 4 2 2 2 0 2 4 2 6 0 3 1 1
split_gain=8.04492e+11 1.01043e+13 2.46768e+13 3.87566e+13 4.23991e+13 4.3485e+13 5.06209e+13 2.63307e+13 4.75596e+13 4.5653e+13 2.76701e+13 5.63633e+13 2.74409e+13 2.46929e+13 2.02618e+13 1.9192e+13 2.43232e+13 2.51314e+13 2.28035e+13 2.51075e+13 1.95725e+13 2.04147e+13 3.73224e+13 2.35533e+13 1.99826e+13 2.94301e+13 2.39834e+13 1.86985e+13 1.87799e+13 1.80185e+13
threshold=150.04500000000004 56.301440000000007 56.009576300000013 55.975961550000008 225.45000000000002 10.500000000000002 92.815157350000007 177.02500000000003 56.143542450000005 92.815157350000007 47.208373000000009 4.5000000000000009 56.054485600000007 5.5000000000000009 13.500000000000002 21.500000000000004 56.635684300000008 7.5000000000000009 3.5000000000000004 2.5000000000000004 13.500000000000002 56.831297550000009 15.500000000000002 4.5000000000000009 4.5000000000000009 1.5000000000000002 56.758269450000007 17.500000000000004 30.578016350000002 46.037218400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 12 11 -10 -4 -11 29 16 18 20 19 -3 24 -22 23 -23 -18 -26 -27 -24 -29 -9
right_child=1 15 7 4 -6 -7 -8 14 10 13 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 27 -25 25 26 -28 28 -30 -31
leaf_value=2.599776295839372 -1822.372081897365 34891.226740828803 -239216.57187500002 185029.28604910715 -30790.336816406252 -20646.756857638888 2436.1197443181823 -45576.53583710573 116268.57130408655 61912.048437500001 -63762.306257659315 -52677.996718750001 -101496.0818309295 -81536.35033854167 67772.474642857138 -22670.900032426402 8933.1626881934044 -67517.57759375 52687.549393554684 -47050.120907738099 104220.76068793403 14496.572786458335 32852.068481445312 151874.92325721154 50383.355200489459 -102630.65268554688 -9008.1204956156344 3955.1219531249999 -127250.41829427083 5492.0730819310902
leaf_weight=4302555 10926 92 23 49 44 27 22 107 39 20 51 40 39 30 35 259 1824 50 200 63 36 24 32 26 83 28 1201 20 24 195
leaf_count=4302555 10926 92 23 49 44 27 22 107 39 20 51 40 39 30 35 259 1824 50 200 63 36 24 32 26 83 28 1201 20 24 195
internal_value=0 -716.617 -2200.55 -1147.76 50759.1 87373.1 128451 -22325.4 -47490.5 -95251.6 -6342.49 30726 -152586 -24157 -4254.3 3645.68 5486.34 2847.25 30375.6 1586.03 3914.03 37808.5 18833.5 85933.3 2163.1 -7248.93 -11141.1 -25311.1 -67611.5 -12601.8
internal_weight=0 15609 11647 11068 142 98 71 579 242 112 130 79 62 50 337 3962 3703 3348 355 155 3298 162 126 50 3136 1312 1229 76 44 302
internal_count=4318164 15609 11647 11068 142 98 71 579 242 112 130 79 62 50 337 3962 3703 3348 355 155 3298 162 126 50 3136 1312 1229 76 44 302
is_linear=0
shrinkage=0.1


Tree=2797
num_leaves=31
num_cat=0
split_feature=1 5 0 4 3 5 0 2 2 1 0 5 2 2 4 5 2 3 4 5 0 3 0 5 5 4 5 5 3 5
split_gain=7.47055e+11 4.36206e+12 6.67021e+12 6.34355e+12 4.87552e+12 1.15469e+13 1.56346e+13 1.42401e+13 1.22831e+13 1.10804e+13 3.39365e+13 1.18261e+13 1.15988e+13 1.08127e+13 1.02077e+13 1.3219e+13 1.2249e+13 9.45826e+12 8.62381e+12 1.9126e+13 1.13245e+13 8.53062e+12 8.27829e+12 1.12026e+13 8.45835e+12 2.41505e+13 1.8123e+13 2.73663e+13 1.75315e+13 1.59837e+13
threshold=113.46563545000002 37.005000000000003 52.056565900000003 1.0000000180025095e-35 9.5000000000000018 109.05000000000001 48.713222300000005 9.5000000000000018 6.5000000000000009 114.17164950000002 51.83362145000001 58.995000000000012 1.5000000000000002 4.5000000000000009 3.5000000000000004 93.00500000000001 5.5000000000000009 3.5000000000000004 2.5000000000000004 81.910000000000011 52.056565900000003 5.5000000000000009 50.565831500000009 39.025000000000013 74.010000000000005 2.5000000000000004 55.990000000000002 70.00500000000001 22.500000000000004 66.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 14 -7 8 13 10 17 12 -12 -8 22 -16 -17 -3 19 -13 -20 -14 24 -24 25 26 -6 -28 -26 -27
right_child=1 4 -4 -5 5 6 7 -9 -10 -11 11 18 21 -15 15 16 -18 -19 20 -21 -22 -23 23 -25 28 29 27 -29 -30 -31
leaf_value=-3.3911965242060882 19461.544504369871 -5917.7178670247404 1818.9827287721146 -6308.948783816084 -495.02392525958203 57734.074375000004 -16845.843498883929 -87914.159785156255 13008.419060578894 -567.44415699021681 -7010.0294392308497 26622.937201571938 6909.2260276498873 -97957.87003761575 -31367.267393559359 -18658.477356350806 75420.869632812493 -67292.347324527611 11004.981795833846 -25371.085118347924 -3135.6468591813282 -3576.3597119333244 26341.277993844305 -3526.529993142497 39407.228185804837 -64913.85477787898 39072.687241610598 -61406.117754109706 -50677.246228515629 4066.5503244173728
leaf_weight=4289649 99 36 2344 2716 585 20 42 40 61 9446 1111 559 3304 27 209 31 25 83 2111 81 774 1014 131 3034 159 78 281 30 25 59
leaf_count=4289649 99 36 2344 2716 585 20 42 40 61 9446 1111 559 3304 27 209 31 25 83 2111 81 774 1014 131 3034 159 78 281 30 25 59
internal_value=0 510.154 -2121.48 -5402.63 1091.44 -1735.6 -25898.7 -35737.9 -19683.6 1829.84 4325.68 5030.74 2102.32 -48585.3 -747.648 -19806.2 23341.2 -48725.2 9540.9 20042.4 7211.27 4446.89 404.914 -2290.3 7414.23 3895.74 9874.61 29380.2 27167.5 -35207
internal_weight=0 28515 5159 2815 23356 4837 190 170 130 18519 9073 8954 5429 69 4647 265 56 119 3525 640 2885 4318 4382 3165 1217 1033 896 311 184 137
internal_count=4318164 28515 5159 2815 23356 4837 190 170 130 18519 9073 8954 5429 69 4647 265 56 119 3525 640 2885 4318 4382 3165 1217 1033 896 311 184 137
is_linear=0
shrinkage=0.1


Tree=2798
num_leaves=31
num_cat=0
split_feature=0 5 5 0 1 1 2 0 1 0 3 1 2 1 4 0 0 3 0 3 1 1 3 4 4 1 3 0 5 3
split_gain=7.43132e+11 9.18096e+12 2.77441e+13 2.85153e+13 2.68175e+13 3.5673e+13 2.75421e+13 2.52988e+13 4.13092e+13 3.01758e+13 3.84518e+13 3.1126e+13 3.54562e+13 1.86126e+13 1.75601e+13 1.69246e+13 1.6293e+13 1.56286e+13 1.5422e+13 6.76353e+13 6.55239e+13 7.051e+13 9.01644e+13 4.73934e+13 7.35256e+13 4.41457e+13 7.57043e+13 7.1454e+13 5.2397e+13 4.28489e+13
threshold=57.60800230000001 45.005000000000003 45.985000000000007 59.882016200000002 60.479177250000006 114.17164950000002 4.5000000000000009 59.932719750000011 30.102666750000001 59.950068600000009 7.5000000000000009 30.315880100000005 3.5000000000000004 61.463701450000009 1.5000000000000002 58.242297500000006 59.896318000000008 2.5000000000000004 59.820733200000006 13.500000000000002 30.434657650000002 30.370618100000005 15.500000000000002 2.5000000000000004 3.5000000000000004 30.502469200000004 18.500000000000004 59.853570100000006 60.310000000000009 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 7 4 18 13 -7 -3 14 10 11 12 -10 17 -9 -15 -2 -6 19 -4 21 -20 -23 -24 -25 26 -22 -28 -29 -26
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12 -13 -14 15 -16 -17 -18 -19 20 -21 25 22 23 24 29 -27 27 28 -30 -31
leaf_value=-16.317556308859729 -1179.875617579793 1333.5583296738446 2396.7715118042697 -454.02583082169053 4903.540101376545 16269.204467773438 116008.61120526714 141627.99101562501 -38117.098828125003 8150.8056575496757 23034.696355523003 205896.96633522728 142164.62356770833 -4815.1433564898762 46762.114820312505 -34697.627333136501 397.82179847502442 -39295.677260363758 3834.6519520914176 -4968.1686748201973 13915.37279044708 -14787.584006925839 1905.8801116826735 59311.368351031822 32768.449049682618 4138.3736143194028 9908.1752920728213 48970.505778584506 125168.08230834962 -163608.6873125
leaf_weight=3739580 121556 3649 63733 184838 105 259 31 32 20 2535 252 22 24 2857 50 203 141832 336 30555 15502 1825 4487 785 357 20 2109 218 207 160 25
leaf_count=3739580 121556 3649 63733 184838 105 259 31 32 20 2535 252 22 24 2857 50 203 141832 336 30555 15502 1825 4487 785 357 20 2109 218 207 160 25
internal_value=0 105.466 469.606 332.57 1507.23 -6773.67 26931 6892.88 13804.6 11793.3 40830.5 108778 60218.4 -9565.54 83782.9 -6797.54 -330.3 -28772.1 1768.88 955.851 3349.82 1933.57 -8303.92 16205.1 44127.6 14704 23949.9 55254.3 82190.2 -76330
internal_weight=0 578584 315196 308612 123774 3791 290 6584 2935 2853 318 66 44 3501 82 3060 263388 441 119983 79235 40748 36229 5674 1187 402 4519 2410 585 367 45
internal_count=4318164 578584 315196 308612 123774 3791 290 6584 2935 2853 318 66 44 3501 82 3060 263388 441 119983 79235 40748 36229 5674 1187 402 4519 2410 585 367 45
is_linear=0
shrinkage=0.1


Tree=2799
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 0 1 4 3 3 0 3 1 2 6 4 6 5 1 1 1 0 1 1 0 0 0 1 0 0
split_gain=8.39267e+11 5.22628e+12 1.14145e+13 1.09612e+13 1.25365e+13 1.59558e+13 1.20587e+13 2.22382e+13 1.90626e+13 1.01092e+13 1.81606e+13 1.51295e+13 2.34834e+13 1.44712e+13 1.50813e+13 1.46577e+13 1.35744e+13 1.51023e+13 1.76214e+13 1.80821e+13 1.3359e+13 1.2713e+13 1.17249e+13 1.32555e+13 1.13122e+13 1.47164e+13 9.92184e+12 5.35454e+13 4.66277e+13 2.11963e+13
threshold=42.005000000000003 40.405000000000008 4.5000000000000009 44.039893800000009 43.514103700000014 43.592450450000008 39.726951800000002 1.5000000000000002 3.5000000000000004 5.5000000000000009 44.874285750000006 7.5000000000000009 34.359746700000009 5.5000000000000009 1.5000000000000002 1.5000000000000002 1.5000000000000002 41.810000000000009 38.096381250000007 45.148007750000012 36.761894450000007 55.56564190000001 65.58467570000002 82.970752000000019 60.035045000000004 59.834458500000004 55.795550600000006 37.869926150000005 55.777112100000004 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -9 16 -11 12 13 14 -12 -16 24 22 20 -20 -19 -14 -18 -24 25 -4 28 -28 -23 -30
right_child=-2 2 9 -5 5 -7 7 8 -10 10 11 -13 21 -15 15 -17 17 18 19 -21 -22 26 23 -25 -26 -27 27 -29 29 -31
leaf_value=-15.212355091854072 -33.838464512940455 -4145.8918830994244 -8201.632063824416 -2074.4378064626421 6797.091550164474 9063.1204447115379 139914.49289550781 107839.47166290284 -19064.323424030172 7432.5326837598814 -44355.199836861073 435.63216917405782 -5990.3866327761343 -57974.715037286936 19221.992480117471 -30280.295750906807 3645.6227558501073 443.36669526683346 -5705.2409382399401 1666.1793049771004 12179.024441510832 3369.228830579189 19193.702865133786 5287.4870632206712 65091.267678222655 -68067.743150436057 -69188.36564941406 9735.9310640284039 187224.5588023793 46767.754757254472
leaf_weight=1378080 2717292 311 911 21077 38 260 32 20 29 3612 129 157811 3393 110 139 105 11896 1807 5006 9926 2094 191 1131 1740 20 43 96 822 22 21
leaf_count=1378080 2717292 311 911 21077 38 260 32 20 29 3612 129 157811 3393 110 139 105 11896 1807 5006 9926 2094 191 1131 1740 20 43 96 822 22 21
internal_value=0 57.4368 506.808 -1668.42 10734.1 22944.3 53272.9 75076.4 32733.1 742.342 419.146 263.579 -5136.55 -26100.6 -16700.8 -2080.22 2298.32 2635.68 758.355 -805.113 6742.9 -2908.68 5029.91 10765.7 -9339.6 -10900 6167.92 1482.41 24549.5 118629
internal_weight=0 1.60087e+06 222792 21767 690 379 119 81 49 201025 166451 162839 5028 483 373 244 34574 33600 18833 14932 3901 4545 14767 2871 974 954 1152 918 234 43
internal_count=4318164 1600872 222792 21767 690 379 119 81 49 201025 166451 162839 5028 483 373 244 34574 33600 18833 14932 3901 4545 14767 2871 974 954 1152 918 234 43
is_linear=0
shrinkage=0.1


Tree=2800
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 1 5 0 5 1 5 1 1 5 0 0 5 1 5 1 5 0 1 0 0 5 5 0 5 4
split_gain=8.08514e+11 6.86961e+12 6.25551e+12 5.76248e+12 2.00423e+13 1.47233e+13 1.13656e+13 9.2748e+12 5.85803e+12 5.59699e+12 6.10939e+12 2.82392e+13 7.53188e+12 5.48682e+12 1.33301e+13 2.753e+13 1.19316e+13 1.14833e+13 1.13124e+13 1.10009e+13 1.04834e+13 1.88461e+13 2.50235e+13 1.05166e+13 2.2068e+13 1.05815e+13 9.74261e+12 9.69906e+12 9.54741e+12 8.19057e+12
threshold=2.5000000000000004 47.249522000000006 47.297889100000013 37.777459000000007 37.914142000000005 37.792847950000002 104.75000000000001 44.732363600000006 52.990000000000002 37.767735350000002 40.905000000000008 37.642309100000013 37.737121850000008 82.00500000000001 45.013473000000012 45.022371150000005 76.00500000000001 38.975980350000007 75.015000000000015 38.233559750000005 89.00500000000001 45.073740550000004 38.984911950000004 45.047272400000004 45.055827000000008 177.02500000000003 74.610000000000014 44.039893800000009 142.05000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 7 8 9 10 12 -12 -1 16 -15 17 18 -16 26 -17 21 22 -21 -22 -25 28 27 -6 -26 -29
right_child=-2 2 -4 4 13 -7 -8 -9 -10 -11 11 -13 -14 14 15 19 -18 -19 -20 20 23 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-9107.9556216033907 -7.0950330050311941 9282.7779941527315 644.70672121885514 -2642.0204899863593 3908.5598479137766 -48668.136884135587 -29453.372493811883 2117.1782058845133 3651.0475147102452 3194.4081911057692 143739.48493088942 18968.709204915365 47518.087036132812 -5355.7321580700282 130015.16724759615 -50885.772479838713 -15171.707594246034 33013.314516813865 30332.959495557938 -22514.817879813058 -2740.5977451470062 -36385.447337559293 123938.92769531249 106379.99644396553 16417.489460458964 67215.793644831734 -26290.841040821568 -1740.1507075790666 -43585.475809151787 -16996.033788653327
leaf_weight=46 4205107 847 82166 126 3201 155 101 2124 158 65 26 60 48 869 26 31 630 23 113 28 262 112 20 29 501 39 156 20709 28 358
leaf_count=46 4205107 847 82166 126 3201 155 101 2124 158 65 26 60 48 869 26 31 630 23 113 28 262 112 20 29 501 39 156 20709 28 358
internal_value=0 263.897 732.843 -1031.82 -1460.61 -28030.1 3441.34 4756.09 18664.4 28346.5 37429.2 56690.1 19807.5 -1185.46 3899.63 11218 -1583.1 84483.7 -1234.21 7798.95 9584.26 -13917.5 38507.6 13961.8 21291.8 16947.5 -1380.26 -1220.13 13241.5 -1999.4
internal_weight=0 113057 83013 30044 27416 281 2628 2527 403 245 180 86 94 27135 1968 1099 25167 49 24537 1050 1019 160 48 859 597 568 24424 24268 529 21067
internal_count=4318164 113057 83013 30044 27416 281 2628 2527 403 245 180 86 94 27135 1968 1099 25167 49 24537 1050 1019 160 48 859 597 568 24424 24268 529 21067
is_linear=0
shrinkage=0.1


Tree=2801
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 3 5 3 5 4 1 6 4 5 0 0 4 3 5 0 5 5 5 6 2 2 0 5 3 4
split_gain=7.96091e+11 6.33929e+12 1.68592e+13 6.10015e+13 3.5978e+13 2.42181e+13 3.40182e+13 1.95279e+13 1.93826e+13 2.17979e+13 2.75812e+13 1.90177e+13 2.70576e+13 1.90354e+13 1.72437e+13 1.69893e+13 1.57322e+13 1.53639e+13 2.02983e+13 2.37315e+13 1.51809e+13 1.51448e+13 3.41365e+13 2.82758e+13 3.81168e+13 4.22298e+13 6.21607e+13 3.43333e+13 2.71683e+13 2.63566e+13
threshold=5.5000000000000009 61.284352600000013 60.55755580000001 57.106514900000001 55.061033200000004 3.5000000000000004 33.585000000000008 2.5000000000000004 177.02500000000003 2.5000000000000004 60.601268000000012 1.5000000000000002 2.5000000000000004 77.715000000000018 55.141517900000004 54.648549400000007 4.5000000000000009 4.5000000000000009 85.91500000000002 56.831297550000009 68.00500000000001 112.04500000000002 102.01000000000001 1.5000000000000002 4.5000000000000009 3.5000000000000004 56.819808050000006 109.05000000000001 5.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 11 -7 -5 17 -10 -11 12 -6 -13 -15 -4 -16 18 -8 -20 -17 22 -19 -24 25 -25 -27 -26 29 -23
right_child=-2 -3 3 7 5 6 8 -9 9 10 -12 13 -14 14 16 20 -18 21 19 -21 -22 28 23 24 27 26 -28 -29 -30 -31
leaf_value=-76.405178015695668 49.876255539581223 204.98564354806913 -10527.411276096653 -5128.644759232955 11267.655771750426 3092.5815426791328 -8257.2063184762865 -37044.177229798421 -38854.250931803392 319.59093750000005 128584.6917763158 4396.5669067195722 68673.937901012716 46586.882838199017 -19143.302814545274 -33958.021604609297 -108192.44345238095 -2516.3416624737797 -93589.566582661297 -13888.331432845744 -101870.29277343751 -125589.27686737804 -9591.2940927783457 29883.424759606089 20017.258861443013 -9533.9126346982757 167388.40622984874 -104415.98545572918 -9294.6635006201523 -17423.926578125
leaf_weight=1652207 1838026 753785 370 275 390 12100 2239 633 24 30 38 6285 104 38 359 246 21 49005 62 94 38 41 199 202 85 29 63 30 1096 50
leaf_count=1652207 1838026 753785 370 275 390 12100 2239 633 24 30 38 6285 104 38 359 246 21 49005 62 94 38 41 199 202 85 29 63 30 1096 50
internal_value=0 -36.9632 -142.606 -1617.78 -1298.4 -1088.02 -1694.03 -27378.1 -2780.93 43079.4 71997.1 4417.77 23353.2 3022.26 -17641.6 -24648.1 -24064.4 -2860.25 -10687.2 -45564.5 -43044.9 -2491.24 -2224.17 21325.3 36367.8 55460.7 111619 -12443.6 -13654 -66157.8
internal_weight=0 2.48014e+06 1.72635e+06 74146 73238 72584 65387 908 53287 92 68 7197 494 6703 418 654 380 53195 2395 156 284 50800 49613 608 409 294 92 115 1187 91
internal_count=4318164 2480138 1726353 74146 73238 72584 65387 908 53287 92 68 7197 494 6703 418 654 380 53195 2395 156 284 50800 49613 608 409 294 92 115 1187 91
is_linear=0
shrinkage=0.1


Tree=2802
num_leaves=31
num_cat=0
split_feature=4 0 3 5 0 5 1 0 3 3 4 3 5 1 1 3 1 1 5 5 5 1 4 5 1 5 3 2 2 0
split_gain=7.69739e+11 3.2137e+12 2.93205e+13 1.56272e+13 1.35581e+13 1.55877e+13 1.64889e+13 1.38384e+13 1.60955e+13 1.05915e+13 4.17479e+13 2.68475e+13 1.49504e+13 1.58096e+13 1.25507e+13 1.18359e+13 3.18678e+13 2.23922e+13 1.49883e+13 3.31598e+13 1.49771e+13 1.48763e+13 1.43515e+13 1.47769e+13 1.52823e+13 3.07158e+13 2.22931e+13 3.50843e+13 1.17777e+13 1.04298e+13
threshold=4.5000000000000009 44.039893800000009 12.500000000000002 161.85000000000002 44.678200800000006 128.92000000000004 37.767735350000002 44.580511600000001 5.5000000000000009 4.5000000000000009 5.5000000000000009 2.5000000000000004 161.85000000000002 43.574807850000006 44.660994650000006 5.5000000000000009 39.726951800000002 46.037218400000008 150.04500000000004 177.02500000000003 137.05000000000004 42.09605220000001 6.5000000000000009 137.05000000000004 39.899261850000009 177.02500000000003 6.5000000000000009 5.5000000000000009 5.5000000000000009 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -3 -7 8 -8 10 11 -2 13 -13 -12 16 -11 18 21 -20 -19 -18 23 -17 -25 28 -27 -28 -26 -6
right_child=1 4 3 -5 29 6 7 -9 -10 15 14 12 -14 -15 -16 22 17 20 19 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-2.4398034730032565 -1197.3065039062501 10676.495249155407 -10310.691579861112 -116936.20786830358 40073.592865263527 33440.206101190473 -10016.643265625002 -138455.23761108398 -99997.327044862701 -121079.01126302083 -10741.494040178572 16315.782697088069 129759.99794207318 110459.16859375002 -110045.454296875 31776.171851153707 -49757.105307904414 -13158.594531250001 157139.47683423915 -16664.192940848214 -95162.309509698287 30502.00931294759 87735.141826923078 47306.821936677632 -131473.85110677083 -74877.199941406245 155367.45343750002 -6185.3331173780498 -42438.304987980773 518.34805499781203
leaf_weight=4303792 60 74 27 28 67 21 50 20 33 24 35 44 41 30 20 172 34 96 23 21 29 72 26 38 24 20 20 41 39 13143
leaf_count=4303792 60 74 27 28 67 21 50 20 33 24 35 44 41 30 20 172 34 96 23 21 29 72 26 38 24 20 20 41 39 13143
internal_value=0 730.616 6307.44 -64592.8 329.657 -25644.2 -47319.4 -63784.9 -45792.1 10597.3 29144 53028.5 81320.3 54482 -46852 4314.95 -10569.1 -924.615 25124.4 74187.7 -32183.5 4758.52 16026.4 10759.6 -9102.2 -23987.9 16743.3 46782.8 -76356.6 718.969
internal_weight=0 14372 964 55 13408 198 124 103 83 909 230 175 115 74 55 679 299 275 150 44 125 106 380 354 182 144 81 61 63 13210
internal_count=4318164 14372 964 55 13408 198 124 103 83 909 230 175 115 74 55 679 299 275 150 44 125 106 380 354 182 144 81 61 63 13210
is_linear=0
shrinkage=0.1


Tree=2803
num_leaves=31
num_cat=0
split_feature=5 0 0 4 2 0 1 0 5 2 3 5 2 5 0 3 1 2 3 5 3 1 1 3 0 2 5 1 5 5
split_gain=7.63125e+11 3.79573e+12 2.25176e+13 1.47897e+13 2.24284e+13 1.27186e+13 9.67139e+13 4.55087e+13 2.52154e+13 1.8807e+13 4.57179e+13 2.24947e+13 1.22987e+13 1.15981e+13 1.04317e+13 3.55276e+13 2.19193e+13 2.63682e+13 1.63042e+13 2.10678e+13 1.5583e+13 1.13005e+13 9.52846e+12 9.51249e+12 3.04322e+13 3.39188e+13 2.45647e+13 4.25381e+13 1.52452e+13 2.44192e+13
threshold=100.05000000000001 45.091904500000005 45.112033650000008 3.5000000000000004 3.5000000000000004 45.084117700000007 38.984911950000004 45.087005000000012 132.05000000000004 3.5000000000000004 15.500000000000002 103.45000000000002 20.500000000000004 128.92000000000004 45.070824200000011 12.500000000000002 41.900971000000006 8.5000000000000018 3.5000000000000004 116.06000000000002 6.5000000000000009 38.996948700000011 39.011252750000004 4.5000000000000009 45.029420750000007 2.5000000000000004 150.04500000000004 38.984911950000004 109.05000000000001 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 14 8 9 -7 -8 -11 -12 -13 -9 23 16 17 18 -16 20 -20 -17 -22 24 -2 28 27 -27 -26 -30
right_child=1 2 -4 -5 -6 6 7 13 -10 10 11 12 -14 -15 15 21 -18 -19 19 -21 22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=7.0711991012785962 21.52076023101807 -3804.1231794724772 -437.7342853870565 8128.432729388298 -63579.433736275336 181542.33484375 -15785.212102971311 -26560.733482450596 44022.960234375001 190755.33656250002 116905.26460597827 -12482.406771689968 69631.513427734375 -92646.929844341867 69149.870866935482 -83575.834491680202 -83758.819704861118 100963.38943965518 -13879.04208746189 -44136.368196279 -5572.4867373511916 -21754.682348632814 75189.23822428385 1590.6490856873577 -54377.991091417905 -186445.31666666668 -1723.0936279296875 -41312.433022673242 91083.154097806488 -11521.733265806688
leaf_weight=4199349 2080 109 94870 94 148 40 61 136 20 20 23 76 24 33 31 77 27 29 82 97 21 48 48 20199 67 36 32 46 26 215
leaf_count=4199349 2080 109 94870 94 148 40 61 136 20 20 23 76 24 33 31 77 27 29 82 97 21 48 48 20199 67 36 32 46 26 215
internal_value=0 -249.922 -531.271 -25812.9 -38227.3 885.554 17866.2 -1088.7 135703 30703.5 50534.4 27734.3 7224.93 -39465.1 568.097 -14340.7 2635.37 10208.9 775.62 -7771.16 15589.3 -59836.5 50609.6 870.2 -4946.09 -29431 -76031.1 -105029 -12182.9 -452.326
internal_weight=0 118815 95221 351 257 23594 433 373 60 204 143 123 100 169 23161 460 335 308 279 248 151 125 69 22701 2502 422 114 82 308 241
internal_count=4318164 118815 95221 351 257 23594 433 373 60 204 143 123 100 169 23161 460 335 308 279 248 151 125 69 22701 2502 422 114 82 308 241
is_linear=0
shrinkage=0.1


Tree=2804
num_leaves=31
num_cat=0
split_feature=1 5 4 5 4 3 3 5 1 1 0 1 0 0 2 0 5 2 5 4 1 1 0 3 5 0 0 0 0 6
split_gain=7.62906e+11 4.20143e+12 1.09137e+13 2.40977e+13 1.94781e+13 2.4845e+13 1.79683e+13 2.93234e+13 2.6844e+13 2.24059e+13 1.74009e+13 1.65345e+13 2.42572e+13 1.57057e+13 2.14196e+13 1.52019e+13 1.50338e+13 1.416e+13 3.06841e+13 2.4192e+13 1.52504e+13 3.74088e+13 2.39906e+13 1.43081e+13 2.38412e+13 1.38988e+13 1.27247e+13 1.11891e+13 1.36362e+13 1.06493e+13
threshold=83.000022850000008 59.005000000000003 1.5000000000000002 49.010000000000012 1.0000000180025095e-35 15.500000000000002 5.5000000000000009 43.810000000000009 83.011163250000024 83.026705000000007 55.046835900000012 83.761389800000003 53.310923100000004 53.204054050000003 10.500000000000002 50.565831500000009 49.505000000000003 1.5000000000000002 53.995000000000012 2.5000000000000004 83.140147550000009 83.015546400000019 54.811549550000009 9.5000000000000018 57.005000000000003 55.014086100000007 54.940316550000006 56.24640500000001 56.121679000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 29 16 8 9 26 10 25 12 -7 14 -9 -11 -6 18 -15 20 21 -20 -23 -24 -25 -8 -4 28 -10 -5
right_child=1 -3 6 4 5 11 7 13 27 15 -12 -13 -14 17 -16 -17 -18 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=15.81053256956395 -74.77997176840924 -540.59491259073843 -38817.207748894944 -2694.6783684075658 -17387.635812326454 -128976.77740384615 -19816.89198612608 -5357.5984633536555 -626.0419598462604 -57272.569669596356 -38703.224312049839 -9749.0731134146808 -29448.596952026077 8187.8714001571925 24207.678299181393 -736.1068281767823 -3346.7829231958744 4201.8199246650438 -5903.6929839651239 11633.462541351608 2655.1323425457044 21761.951340951491 -68338.790976034637 34102.642504882817 -40337.900497458584 4522.2925478940078 20435.608890455598 4228.2107921008183 -10718.823427179712 13646.125781147297
leaf_weight=3782924 242274 160110 38 766 830 26 580 3413 58517 48 269 591 421 1995 264 5188 9387 39456 1258 529 558 67 148 48 415 394 784 4664 1370 832
leaf_count=3782924 242274 160110 38 766 830 26 580 3413 58517 48 269 591 421 1995 264 5188 9387 39456 1258 529 558 67 148 48 415 394 784 4664 1370 832
internal_value=0 -111.744 71.2942 -298.631 -4518.13 -5984.98 857.756 2196.33 -260.842 -4119.65 -16189.2 -20725.4 -35237.7 3046.18 -3234.88 -1254.39 -4487.42 3565.48 -1437.98 -7790.46 -11910.5 -16108.6 -35043.4 -41272.4 -32620.5 -9971.27 17696.4 -489.512 -856.929 5813.17
internal_weight=0 535240 375130 255127 12853 11255 120003 54630 65373 6479 1243 1038 447 48151 3677 5236 10217 44474 5018 3023 2494 1936 678 611 463 974 822 64551 59887 1598
internal_count=4318164 535240 375130 255127 12853 11255 120003 54630 65373 6479 1243 1038 447 48151 3677 5236 10217 44474 5018 3023 2494 1936 678 611 463 974 822 64551 59887 1598
is_linear=0
shrinkage=0.1


Tree=2805
num_leaves=31
num_cat=0
split_feature=5 4 1 1 1 0 0 0 0 1 3 2 5 1 2 3 0 1 3 0 0 0 5 3 0 1 4 3 5 2
split_gain=7.96875e+11 7.11327e+12 2.13194e+13 5.97022e+13 4.34266e+13 5.30727e+13 3.89919e+13 3.58978e+13 3.91099e+13 2.99153e+13 2.95892e+13 6.19501e+13 5.52236e+13 7.2362e+13 6.96429e+13 6.12661e+13 4.91109e+13 5.06121e+13 4.65805e+13 5.18622e+13 4.38864e+13 4.62528e+13 4.31094e+13 7.89068e+13 5.46667e+13 9.8025e+13 4.15641e+13 3.67027e+13 5.38349e+13 4.76223e+13
threshold=82.00500000000001 2.5000000000000004 38.92948375000001 37.475443250000005 37.487839250000007 55.860536450000005 56.367862600000002 55.619594000000006 55.645049100000001 39.826386800000009 9.5000000000000018 6.5000000000000009 93.00500000000001 37.098288800000006 5.5000000000000009 5.5000000000000009 59.932719750000011 30.425002000000003 22.500000000000004 55.645049100000001 55.535913550000011 55.834684950000003 84.030000000000015 8.5000000000000018 54.708501450000007 20.507360500000004 1.5000000000000002 14.500000000000002 87.00500000000001 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 -5 7 -6 -9 -4 11 12 13 16 -14 20 22 -18 27 -20 -15 -22 23 -2 25 -24 -13 28 -12 -29
right_child=1 -3 9 4 6 -7 -8 8 -10 -11 18 26 14 15 -16 -17 17 -19 19 -21 21 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-13.17322996799604 -85178.204492187506 289.10860517702048 7114.8883172903779 16219.181176757813 -5025.8270812422816 -146303.08571867767 81879.401525297624 -111903.63109681374 -22930.901311622332 -1248.3925702283987 -22807.376912941836 149415.58387784092 -7424.4190554576799 -67746.129830534555 -102189.32016899296 105866.27888712852 32323.343432162972 -115572.04231770833 -83876.436008522738 15347.482259674196 169917.803014606 -35350.350074404763 247329.841796875 33337.632444585754 -6951.3831091923339 19875.589036458332 32779.258704916945 -31755.346498986131 7836.9704997379777 17547.247934258645
leaf_weight=3947004 162 332618 5401 32 1727 54 42 51 1580 20552 903 33 1429 46 82 143 645 24 55 1247 23 21 24 86 695 90 412 1178 1570 235
leaf_count=3947004 162 332618 5401 32 1727 54 42 51 1580 20552 903 33 1429 46 82 143 645 24 55 1247 23 21 24 86 695 90 412 1178 1570 235
internal_value=0 140.087 -1145.97 -4522.88 -15651.2 -85829.7 -13876.1 -15073.7 -25713 492.064 -261.293 6301.8 1797.06 12876.4 -12567.2 65185.9 5814.89 27017.7 -5213.98 11156 549.224 71948.9 -7604.85 -44080 3576.65 67760.7 41428.7 -10698.7 -3352.62 -23555.7
internal_weight=0 371160 38542 12589 3486 86 3400 3358 1631 25953 9103 3915 3470 1959 1511 233 1726 669 5188 1302 90 44 1057 248 809 114 445 3886 2473 1413
internal_count=4318164 371160 38542 12589 3486 86 3400 3358 1631 25953 9103 3915 3470 1959 1511 233 1726 669 5188 1302 90 44 1057 248 809 114 445 3886 2473 1413
is_linear=0
shrinkage=0.1


Tree=2806
num_leaves=31
num_cat=0
split_feature=5 4 0 4 1 2 3 1 0 0 3 1 3 1 2 3 2 3 1 4 1 3 3 2 1 0 0 1 3 1
split_gain=7.81422e+11 3.73712e+12 7.78664e+12 1.2631e+13 2.89113e+13 2.45047e+13 1.69661e+13 1.49288e+13 2.87385e+13 1.11443e+13 1.03415e+13 9.85689e+12 9.39674e+12 1.73564e+13 9.05273e+12 8.47912e+12 1.13534e+13 1.81461e+13 1.42438e+13 1.13085e+13 1.12592e+13 7.71205e+12 8.80738e+12 1.335e+13 2.21226e+13 8.20284e+12 1.15645e+13 7.54918e+12 6.79603e+12 2.29143e+13
threshold=225.45000000000002 3.5000000000000004 45.03656895000001 4.5000000000000009 47.473138800000008 5.5000000000000009 3.5000000000000004 45.148007750000012 43.514103700000014 45.047272400000004 23.500000000000004 41.900971000000006 5.5000000000000009 39.011252750000004 16.500000000000004 2.5000000000000004 1.5000000000000002 3.5000000000000004 60.08989780000001 4.5000000000000009 65.480823400000006 26.500000000000004 16.500000000000004 20.500000000000004 47.208373000000009 45.063245200000004 55.601678500000013 42.09605220000001 8.5000000000000018 30.434657650000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 3 4 5 -3 27 8 -8 11 12 -4 -10 14 -14 20 17 18 -17 -19 -11 22 -18 24 25 -24 -27 -5 29 -2
right_child=1 2 9 6 -6 -7 7 -9 10 15 -12 -13 13 -15 -16 16 21 19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.3371026189455337 -53073.311136300224 -134986.96883928572 10828.228162042025 99995.149257812503 55458.425000000003 -25431.960275829086 87909.289741042565 -74940.95459558825 21968.654829545456 -3552.0688787286936 41150.560453869053 102082.66667968751 -54615.256300951092 -104642.24840401787 35111.231480823866 136321.32262228263 -2212.201548603136 49750.681718750006 20931.230898437501 -49459.302719907413 -86554.212890625 -59566.594779829546 -36678.464881480824 -27187.398930921052 120040.63194444445 73620.72587594697 -17609.569596354166 14149.69486607143 -2347.3858887004631 12465.566267571186
leaf_weight=4313902 56 35 29 20 23 49 29 34 22 44 21 20 23 35 22 23 1517 20 20 27 26 22 22 38 27 33 24 21 854 1126
leaf_count=4313902 56 35 29 20 23 49 29 34 22 44 21 20 23 35 22 23 1517 20 20 27 26 22 22 38 27 33 24 21 854 1126
internal_value=0 1353.39 -1478.58 -15555.2 -43880.1 -71079.9 -2203.91 -15039.4 -1640.4 1006.41 -22753.7 48074.9 -35910.5 -51827.3 -10749 -245.005 1102.74 35707 82651.5 -7242.29 -34381.4 -747.755 31.303 23666 41896.5 15189 35208 56025.5 4449.63 9360.51
internal_weight=0 4262 2226 334 107 84 227 186 152 1892 123 49 102 80 45 1843 1773 90 43 47 70 1683 1661 144 106 79 57 41 2036 1182
internal_count=4318164 4262 2226 334 107 84 227 186 152 1892 123 49 102 80 45 1843 1773 90 43 47 70 1683 1661 144 106 79 57 41 2036 1182
is_linear=0
shrinkage=0.1


Tree=2807
num_leaves=31
num_cat=0
split_feature=2 0 3 1 5 1 3 2 5 5 5 5 1 1 0 3 0 5 5 1 0 1 5 3 5 6 3 3 2 0
split_gain=7.29277e+11 4.12725e+12 1.04168e+13 1.52706e+13 8.71469e+12 1.28639e+13 1.93978e+13 1.01037e+13 7.16364e+12 4.02538e+12 6.26139e+12 3.73586e+12 3.43761e+12 1.41622e+13 2.02903e+13 3.5317e+13 5.13173e+13 3.67215e+13 3.67581e+13 3.90979e+13 3.0557e+13 2.93508e+13 2.7573e+13 2.96944e+13 2.4154e+13 2.76334e+13 3.04759e+13 2.5993e+13 2.77237e+13 2.20884e+13
threshold=19.500000000000004 44.039893800000009 25.500000000000004 39.767857750000005 88.015000000000015 39.726951800000002 22.500000000000004 21.500000000000004 114.05000000000001 40.905000000000008 36.995000000000012 16.850000000000005 37.342273500000012 37.533784800000006 55.86787755000001 26.500000000000004 55.645049100000001 48.945000000000007 34.010000000000012 37.516458750000005 55.628356700000005 37.503486000000002 58.305000000000007 24.500000000000004 46.010000000000012 1.5000000000000002 24.500000000000004 24.500000000000004 20.500000000000004 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -6 10 -8 -3 -13 14 15 16 20 18 19 -18 21 -14 23 -19 25 -20 -27 28 -26 -28
right_child=1 11 -4 -5 8 6 9 -9 -10 -11 -12 12 13 -15 -16 -17 17 22 24 -21 -22 -23 -24 -25 27 26 29 -29 -30 -31
leaf_value=6.3116216054265335 18708.979361979167 -36187.763929485453 -53834.548792613641 83608.744468245975 -75896.815742187508 72574.692647298187 -34218.586951013516 112530.65809659092 8741.4624999999996 -49755.356770833336 25695.177361505685 -1299.1044160562631 3644.1593741891465 -503.26360168625752 -5084.5209333271596 -3060.8066743269756 10815.12808094166 -35733.415501851152 22286.762556821021 -107760.93485383067 -40999.613265498992 -87625.986078559028 16325.267540317873 12187.674331324695 35709.972127016132 24374.645038286428 147015.50049715908 10231.987309966216 154764.73036556607 65044.822319711537
leaf_weight=4218655 24 29 22 31 20 30 37 22 20 30 33 25211 1656 63702 2175 2899 270 249 743 31 186 36 1338 269 31 151 44 37 53 130
leaf_count=4218655 24 29 22 31 20 30 37 22 20 30 33 25211 1656 63702 2175 2899 270 249 743 31 186 36 1338 269 31 151 44 37 53 130
internal_value=0 -267.579 12102.3 17975.3 8555.63 18131.4 2049.49 63580.2 -33577.7 -19108.1 -5973.53 -301.109 -290.619 52.9607 3493.69 5790.57 10702.5 18127.9 29820 -1397.02 -2527.02 1702.24 8741.42 -10847.8 37722.7 32925.2 57246.4 80067.1 110828 85773
internal_weight=0 99509 269 247 216 176 130 46 40 100 70 99240 99211 74000 10298 8123 5224 3346 1490 301 1878 1692 1856 518 1189 1068 325 121 84 174
internal_count=4318164 99509 269 247 216 176 130 46 40 100 70 99240 99211 74000 10298 8123 5224 3346 1490 301 1878 1692 1856 518 1189 1068 325 121 84 174
is_linear=0
shrinkage=0.1


Tree=2808
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 5 2 3 3 5 5 2 0 3 5 1 0 5 3 3 1 1 5 4 2 3 1 1 3 0
split_gain=7.52974e+11 7.09581e+12 3.62883e+13 3.63712e+13 2.607e+13 2.76159e+13 5.06359e+13 4.06228e+13 3.30018e+13 8.2439e+13 6.54908e+13 6.53918e+13 4.76057e+13 3.25225e+13 2.93845e+13 2.60417e+13 2.90832e+13 3.10361e+13 2.72292e+13 4.11423e+13 7.49082e+13 6.53854e+13 1.13124e+14 5.22964e+13 4.22446e+13 3.9741e+13 3.63709e+13 9.07844e+13 3.42748e+13 3.42041e+13
threshold=56.758269450000007 56.281985950000006 17.500000000000004 37.516458750000005 18.500000000000004 79.730000000000018 11.500000000000002 23.500000000000004 22.500000000000004 85.91500000000002 86.810000000000016 17.500000000000004 56.320495600000008 21.500000000000004 81.00500000000001 36.585378200000001 56.338501050000012 77.715000000000018 16.500000000000004 15.500000000000002 43.94115175000001 44.005491150000005 91.050000000000011 2.5000000000000004 5.5000000000000009 13.500000000000002 37.533784800000006 37.542000650000013 10.500000000000002 56.338501050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 -5 -6 7 13 9 -8 -10 12 -11 -7 -9 16 17 -3 19 25 24 22 23 -22 -21 28 -20 -28 -17 -30
right_child=-2 2 3 4 5 6 8 14 10 11 -12 -13 -14 -15 -16 18 -18 -19 26 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=7.0243500277994997 80.305224357177977 -24635.568868467271 94175.387113530596 16013.9728486696 -1620.8126481386025 -27030.502783575859 -32978.844641806863 126866.7316576087 120131.90838448663 71109.353125000009 265.82566206951532 13930.741796875001 248641.34698153409 -149469.48906250001 6831.9409027777774 -900.05531421534579 -2713.3169151157172 -118915.59997888513 26861.004767324819 4147.8240972174417 -37662.589223574454 16022.063674340221 94051.816557017548 -135961.72103147645 56485.79701388353 -13487.655352110391 -39765.244992731401 -4084.1920073909068 20990.748793474704 983.68659460929143
leaf_weight=3269724 919083 620 47 1825 3840 131 44 23 56 23 245 32 44 26 180 107406 973 37 293 227 251 692 57 69 481 2438 834 4918 1437 2108
leaf_count=3269724 919083 620 47 1825 3840 131 44 23 56 23 245 32 44 26 180 107406 973 37 293 227 251 692 57 69 481 2438 834 4918 1437 2108
internal_value=0 -21.7139 -748.122 6524.14 5887.31 1907.74 18760.5 -9109.77 41358 80912.2 22566.5 131530 187698 -47307 20431.9 -1133.87 -13689.6 -29945.1 -965.029 -621.643 14476.5 -2232.41 -35739.3 -58858.3 39705.1 -858.257 -7507.03 -9257.7 -580.743 9093.74
internal_weight=0 3.39908e+06 129357 6516 6469 4644 804 360 444 143 301 99 67 157 203 122841 1630 657 121211 115166 1777 1069 377 320 708 113389 6045 5752 110951 3545
internal_count=4318164 3399081 129357 6516 6469 4644 804 360 444 143 301 99 67 157 203 122841 1630 657 121211 115166 1777 1069 377 320 708 113389 6045 5752 110951 3545
is_linear=0
shrinkage=0.1


Tree=2809
num_leaves=31
num_cat=0
split_feature=5 1 1 4 0 5 1 0 3 5 0 0 5 5 2 3 5 1 1 0 0 2 0 0 1 0 0 2 0 3
split_gain=7.77884e+11 7.22287e+12 5.59998e+13 3.903e+13 3.46478e+13 2.40371e+13 2.10625e+13 3.31042e+13 3.23471e+13 2.76193e+13 3.74209e+13 3.41263e+13 2.05236e+13 2.17605e+13 2.09956e+13 1.70207e+13 1.46185e+13 2.57535e+13 5.534e+13 2.51878e+13 3.33283e+13 2.02557e+13 1.96972e+13 2.79259e+13 1.66454e+13 1.78099e+13 3.22777e+13 3.02568e+13 2.69689e+13 2.32236e+13
threshold=98.020000000000024 39.021425200000003 39.041623000000008 3.5000000000000004 44.226894250000008 225.45000000000002 39.032393150000004 45.053747000000008 14.500000000000002 107.05000000000001 45.047272400000004 45.022371150000005 150.04500000000004 142.05000000000004 1.5000000000000002 18.500000000000004 99.555000000000021 49.964253350000007 49.073956850000009 43.592450450000008 43.056445700000005 23.500000000000004 55.769960200000007 55.806974650000008 50.158868250000005 55.046835900000012 55.002082750000007 12.500000000000002 54.99493995000001 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 6 7 9 -9 10 -3 -11 13 14 -5 -8 17 18 19 20 -4 24 -20 -24 -19 26 28 -28 -26 -27
right_child=1 2 16 12 -6 -7 15 8 -10 11 -12 -13 -14 -15 -16 -17 -18 21 22 -21 -22 -23 23 -25 25 29 27 -29 -30 -31
leaf_value=7.6391094993945758 118406.365234375 -147465.71140624999 -5525.2384410511368 82058.081465517243 652.4202469411216 53538.646458333336 -72288.112377057769 -14438.351386415156 -75671.918423227165 43.115246582031254 16930.722161458336 132145.19147727275 -33797.573806946537 78314.269621930813 -12456.694632844003 -15484.757118999094 -231.81755396792175 59740.761911984708 -28419.406660156252 31.373312697637648 -102179.40305175782 -91492.729557291663 -96650.450520358121 24724.808247514207 -5917.6307271452879 -7266.920003943811 -21823.644657389323 -103178.86684570313 60422.333177274821 21731.281311128419
leaf_weight=4182669 25 20 88 29 50524 30 224 193 156 48 45 33 83 56 124 69 80429 47 140 840 60 24 137 22 620 520 192 60 68 589
leaf_count=4182669 25 20 88 29 50524 30 224 193 156 48 45 33 83 56 124 69 80429 47 140 840 60 24 137 22 620 520 192 60 68 589
internal_value=0 -235.816 -799.036 -23112.9 710.658 -34316.4 -37661.1 -25082.8 -41809.2 14900.2 -33652.8 53862.5 8272.11 24979.2 5457.87 -58911.2 -503.597 -6919.48 -18078.1 -6670.68 -44709.4 -145.362 -55772.2 -79856.4 900.6 -449.077 -10575.6 -41193.9 639.226 8134.29
internal_weight=0 135495 84946 1110 50549 818 788 495 349 146 65 81 292 209 153 293 83836 3407 1287 988 148 2120 299 159 2096 2049 940 252 688 1109
internal_count=4318164 135495 84946 1110 50549 818 788 495 349 146 65 81 292 209 153 293 83836 3407 1287 988 148 2120 299 159 2096 2049 940 252 688 1109
is_linear=0
shrinkage=0.1


Tree=2810
num_leaves=31
num_cat=0
split_feature=5 5 2 1 0 2 1 0 4 1 0 2 3 1 0 1 0 4 2 1 2 0 2 2 4 1 1 0 1 3
split_gain=7.58384e+11 3.58541e+12 2.19693e+13 2.41741e+13 2.42273e+13 2.16275e+13 4.33405e+13 4.05064e+13 3.80364e+13 3.84528e+13 3.53918e+13 6.99155e+13 4.07317e+13 3.79798e+13 2.18602e+13 2.17515e+13 3.47778e+13 1.91916e+13 2.53788e+13 1.68001e+13 2.20679e+13 2.60751e+13 2.11733e+13 3.23358e+13 2.1676e+13 4.06743e+13 3.86188e+13 3.27423e+13 8.01175e+13 8.9826e+13
threshold=100.05000000000001 99.555000000000021 4.5000000000000009 30.226173900000003 60.017447350000005 3.5000000000000004 30.315880100000005 59.939091550000008 4.5000000000000009 47.282206100000003 59.932719750000011 2.5000000000000004 12.500000000000002 30.388336800000001 59.853570100000006 65.58467570000002 55.061033200000004 3.5000000000000004 7.5000000000000009 44.083877800000003 17.500000000000004 55.030402950000003 17.500000000000004 18.500000000000004 2.5000000000000004 36.585378200000001 36.546174950000008 43.642715500000008 39.726951800000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 17 10 7 -7 -8 -10 14 -12 13 -13 15 -3 -17 18 -4 22 -21 -22 24 -24 25 -5 -26 28 29 -28
right_child=-2 2 3 19 -6 6 8 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=2.3380624113520359 -249.1439534831006 3291.2331388617918 -66111.156202651517 -107378.68817845394 -126543.45436197918 -163037.91858108109 -6673.0520573831445 8308.7665482954544 -199628.38563988096 -12466.829466711957 -10604.691139632938 205083.9039434524 16841.034570312502 40376.904359654021 -49919.855048723119 1259.8577710692837 -42508.551216593012 -95972.390673828137 43069.244345296232 -1062.9624043253486 122474.37679000857 17089.048368326821 -89041.434757653071 1736.0338966330903 51059.251705595801 2739.1717097355772 75438.757666015634 9583.6903887030676 110996.37374023437 -174799.25817307693
leaf_weight=4188461 118815 2787 33 38 24 37 943 22 21 23 126 42 36 21 93 467 297 24 60 2538 30 108 49 197 299 286 32 2129 100 26
leaf_count=4188461 118815 2787 33 38 24 37 943 22 21 23 126 42 36 21 93 467 297 24 60 2538 30 108 49 197 299 286 32 2129 100 26
internal_value=0 7.0492 1819.36 5894.09 -35020.5 -3132.51 -15890.3 -99145.9 -10913.5 -101794 316.609 38806.8 101694 150182 -2059.98 -806.539 -15754.8 -16246.6 4327.81 6883.29 1054.58 39998.9 11825.5 -16345.7 14207 -10175.9 17261.9 12843.3 56765.2 -36736.9
internal_weight=0 4.19935e+06 10888 5973 141 4915 1046 59 987 44 3869 225 99 63 3644 3551 764 117 93 5832 2676 138 3156 246 2910 324 2586 2287 158 58
internal_count=4318164 4199349 10888 5973 141 4915 1046 59 987 44 3869 225 99 63 3644 3551 764 117 93 5832 2676 138 3156 246 2910 324 2586 2287 158 58
is_linear=0
shrinkage=0.1


Tree=2811
num_leaves=31
num_cat=0
split_feature=0 1 5 3 5 2 2 4 5 4 1 2 2 0 4 1 3 4 0 6 5 2 2 5 3 5 5 2 5 3
split_gain=7.39994e+11 3.07868e+12 3.11641e+12 8.21317e+12 2.34577e+13 1.11072e+13 7.78399e+12 9.13403e+12 3.79684e+12 1.57079e+13 1.85425e+13 1.07335e+13 1.25169e+13 1.06653e+13 1.75105e+13 1.09243e+13 9.56156e+12 2.13127e+13 1.3535e+13 9.89808e+12 7.99021e+12 6.37316e+12 2.34143e+13 1.33126e+13 8.45641e+12 1.15558e+13 2.43002e+13 7.89633e+12 5.14876e+12 2.30808e+13
threshold=61.785186750000001 30.578016350000002 125.85000000000001 4.5000000000000009 142.05000000000004 1.5000000000000002 3.5000000000000004 3.5000000000000004 90.015000000000015 2.5000000000000004 53.664171200000006 2.5000000000000004 3.5000000000000004 63.563300600000012 3.5000000000000004 34.359746700000009 5.5000000000000009 3.5000000000000004 63.563300600000012 1.5000000000000002 107.05000000000001 6.5000000000000009 7.5000000000000009 100.05000000000001 6.5000000000000009 92.035000000000011 93.00500000000001 3.5000000000000004 88.015000000000015 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 5 -5 -4 -6 -8 28 -10 11 13 -13 14 -11 -16 17 -14 20 -20 -18 23 -23 24 25 -12 -27 -25 -3 -30
right_child=1 2 3 4 6 -7 7 -9 9 10 21 12 16 -15 15 -17 18 -19 19 -21 -22 22 -24 27 -26 26 -28 -29 29 -31
leaf_value=3.4444373606134904 -31498.320178222657 -452.88083566897876 39072.552980840781 91286.3750400641 -40404.616802793564 -52439.713579559328 -24768.387635869567 60281.409626116074 -95096.300742187508 -51377.650446428575 46811.106835937506 68231.11682942709 97130.04684053309 -67035.789850484914 1750.0814583333333 95790.073288690473 -9620.4575865502466 -19564.504858187971 -25185.903769531251 61341.594926491765 -79591.596846516943 -113388.99235229492 -6502.3543311403519 -19732.046055947583 35815.541802978514 -126875.376171875 3181.8020526960786 -77162.877619190709 -27811.394838169643 58598.205770918255
leaf_weight=4288474 32 28632 21 39 33 36 23 28 20 35 24 48 34 29 30 21 51 29 20 39 24 32 57 62 56 20 51 39 56 69
leaf_count=4288474 32 28632 21 39 33 36 23 28 20 35 24 48 34 29 30 21 51 29 20 39 24 32 57 62 56 20 51 39 56 69
internal_value=0 -497.52 -464.071 12654 27195.3 -18724.7 -2561.26 21925.6 -544.173 -7711.65 -5218.51 10610.4 22440.4 -14592.7 3091.58 40472.4 11283.3 43413.5 -3822.67 32010.2 -32011.2 -21929.4 -44933.5 -13804.9 4992.72 -13176.5 -33454 -41908.3 -364.469 19886.7
internal_weight=0 29690 29658 180 123 57 84 51 29478 721 701 360 245 115 86 51 197 63 134 59 75 341 89 252 151 95 71 101 28757 125
internal_count=4318164 29690 29658 180 123 57 84 51 29478 721 701 360 245 115 86 51 197 63 134 59 75 341 89 252 151 95 71 101 28757 125
is_linear=0
shrinkage=0.1


Tree=2812
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 5 3 1 0 1 0 0 1 3 0 1 2 3 0 5 0 0 1 0 1 2 1 5 3 6
split_gain=7.11687e+11 6.03676e+12 2.53167e+13 2.85563e+13 8.14072e+13 3.72717e+13 2.25073e+13 2.90259e+13 1.9945e+13 2.53488e+13 2.34979e+13 2.75033e+13 3.5505e+13 4.82546e+13 3.12933e+13 2.38041e+13 2.27176e+13 2.19198e+13 4.59631e+13 6.68637e+13 2.77917e+13 2.38645e+13 2.15543e+13 2.10518e+13 2.00271e+13 4.36902e+13 3.96138e+13 2.00239e+13 1.83615e+13 2.28447e+13
threshold=18.500000000000004 36.305000000000007 37.995000000000012 82.940215400000014 82.945329900000004 37.75500000000001 24.500000000000004 30.434657650000002 59.896318000000008 37.487839250000007 54.484631300000011 55.762622900000004 37.712318250000003 23.500000000000004 55.806974650000008 37.533784800000006 14.500000000000002 19.500000000000004 55.701368300000006 37.305000000000007 55.601678500000013 55.657530000000008 37.597123000000003 55.576287050000012 37.971176850000006 10.500000000000002 37.516458750000005 37.505000000000003 23.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3 9 -9 -11 12 13 17 24 27 -15 22 20 -20 -19 -22 23 -12 25 -13 -27 -16 -10 -30
right_child=1 2 -4 4 -6 -7 -8 8 28 10 11 14 -14 16 15 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=16.318371605683012 554.92979866332814 -8332.4854214986171 -86.931676000515893 21025.35691468482 -5039.8584259733761 -71290.647383957665 -6009.1981256782055 -11365.283122542249 6219.3634118638201 -2959.6080174847593 22702.750585937501 -78022.312131725907 9845.1018032108896 139197.61788194446 -126.80368489583334 4129.2849897123533 41298.191169819082 8031.8114726027407 142852.75474446613 -18661.865977006393 -173158.29109375001 -37577.68905722128 10038.899270984739 151313.49229910714 -2282.9938252598786 75992.632472826095 -55972.323385416676 106321.99220112647 46891.338127458017 -4582.4456870907643
leaf_weight=3717520 113741 3000 462034 51 1492 307 9875 1363 863 3240 20 142 1748 63 30 1534 38 73 48 55 20 37 43 35 242 46 45 43 294 122
leaf_count=3717520 113741 3000 462034 51 1492 307 9875 1363 863 3240 20 142 1748 63 30 1534 38 73 48 55 20 37 43 35 242 46 45 43 294 122
internal_value=0 -100.998 -254.223 -3362.29 -15315.4 -58139.5 -2401.64 308.695 2864.25 1179.99 3459.28 8338.96 16189.5 41860.6 118.933 6784.3 102364 23398.8 6709.49 56607.1 -32824.8 -85149.8 63078.6 104546 -22431 -43357.3 10735.2 62575.9 14538.2 31795.7
internal_weight=0 600644 486903 24869 1850 358 23019 13144 10144 8865 7502 4262 2180 432 2082 1607 101 331 233 103 130 57 98 55 475 233 91 73 1279 416
internal_count=4318164 600644 486903 24869 1850 358 23019 13144 10144 8865 7502 4262 2180 432 2082 1607 101 331 233 103 130 57 98 55 475 233 91 73 1279 416
is_linear=0
shrinkage=0.1


Tree=2813
num_leaves=31
num_cat=0
split_feature=3 0 0 3 0 3 3 1 0 5 5 2 5 5 5 1 5 1 5 4 2 4 5 2 6 5 5 0 5 2
split_gain=7.76812e+11 5.72884e+12 8.89659e+12 1.21735e+13 8.66426e+12 2.28992e+13 1.28755e+13 1.10251e+13 6.57924e+12 7.95066e+12 2.64794e+13 1.37631e+13 1.31226e+13 1.84806e+13 3.46609e+13 6.80196e+12 1.07283e+13 1.21383e+13 9.58062e+12 7.48533e+12 6.63283e+12 6.05536e+12 6.90994e+12 6.08442e+12 6.13863e+12 6.92965e+12 5.9806e+12 5.59553e+12 1.82855e+13 2.84685e+13
threshold=25.500000000000004 53.310923100000004 54.736324100000012 26.500000000000004 51.67657710000001 31.500000000000004 32.500000000000007 39.262370300000008 47.222459950000008 100.05000000000001 132.05000000000004 10.500000000000002 98.020000000000024 91.050000000000011 84.030000000000015 39.739656000000004 79.730000000000018 45.148007750000012 66.990000000000023 2.5000000000000004 17.500000000000004 1.5000000000000002 69.610000000000014 10.500000000000002 1.5000000000000002 70.50500000000001 57.005000000000003 45.005863250000004 65.905000000000015 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 8 7 26 -6 9 12 11 -11 13 14 27 19 18 -18 -17 -10 -21 -9 -23 -24 25 -25 -7 28 29 -2
right_child=1 2 -4 -5 5 6 -8 21 15 10 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.6193548921924847 23285.505810102986 5153.2023341052372 287.40466825553972 -13906.765087639375 71205.972879464287 -19905.118859481812 26004.891735197369 7512.3071656901047 -11993.176728047411 -126652.09428267047 60522.979020182291 -25143.872656250001 76812.353937500011 -70273.511458333334 102355.69573567709 3605.0054092407227 107003.96453125001 -3170.1151562499999 -70818.073281250006 -15604.631752232142 -93337.036005434784 41381.055009625117 -2932.824240362449 -12182.048879716982 67034.145664062511 30916.137220546181 -64653.658485630585 5119.35519108055 -94991.911653645846 -85210.769556451618
leaf_weight=4243674 110 505 69394 996 35 64 38 600 292 22 24 34 25 33 36 128 20 20 20 21 23 139 122 53 30 126 56 1469 24 31
leaf_count=4243674 110 505 69394 996 35 64 38 600 292 22 24 34 25 33 36 128 20 20 20 21 23 139 122 53 30 126 56 1469 24 31
internal_value=0 320.133 122.652 -7494.18 4214.55 10885.4 -24723.7 15977 601.672 3461.17 -27358.6 -65022.1 4888.01 3832.17 5296.53 -9264.7 5966.79 51916.9 -6452.17 -17787.1 -56237.5 14170.4 22670.2 14812.7 25171.3 18155.2 -40787.8 3158.14 -14302.6 -568.285
internal_weight=0 74490 70895 1501 3595 1263 158 1105 2332 1808 80 56 1728 1703 1670 524 188 40 148 336 44 1070 470 331 209 179 120 1634 165 141
internal_count=4318164 74490 70895 1501 3595 1263 158 1105 2332 1808 80 56 1728 1703 1670 524 188 40 148 336 44 1070 470 331 209 179 120 1634 165 141
is_linear=0
shrinkage=0.1


Tree=2814
num_leaves=31
num_cat=0
split_feature=5 0 1 1 1 3 0 3 3 3 1 1 0 5 2 0 1 3 0 3 0 0 1 1 4 1 1 3 2 0
split_gain=7.49528e+11 5.84407e+12 1.08755e+13 8.56658e+12 1.41737e+13 7.61106e+12 7.37939e+12 8.07811e+12 7.25069e+12 6.76653e+12 9.19315e+12 8.27063e+12 1.11386e+13 8.95899e+12 1.84037e+13 8.08816e+12 6.85786e+12 6.87549e+12 1.06203e+13 6.95656e+12 1.85329e+13 9.74443e+12 1.40543e+13 6.86283e+12 1.31036e+13 6.56165e+12 1.07474e+13 1.07447e+13 1.15348e+13 2.35047e+13
threshold=22.030000000000005 57.131524800000008 37.214886200000009 65.480823400000006 65.58467570000002 17.500000000000004 59.820733200000006 16.500000000000004 23.500000000000004 24.500000000000004 82.975438000000011 37.642309100000013 55.68356880000001 19.650000000000002 15.500000000000002 55.518428350000008 37.342273500000012 22.500000000000004 55.701368300000006 21.500000000000004 55.993277250000013 45.047272400000004 37.971176850000006 37.615058950000012 1.0000000180025095e-35 37.503486000000002 37.582182450000005 11.500000000000002 1.5000000000000002 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -3 -8 16 11 12 15 14 -14 -11 -4 19 -19 25 21 -21 -23 -20 -25 -18 27 28 -27 -30
right_child=-2 3 9 4 -6 -7 8 -9 -10 10 -12 -13 13 -15 -16 -17 17 18 23 20 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=9662.1388994417921 5.7575287625891756 4353.8343181569062 -7920.552155050138 -16971.219880451066 -534.87810321587551 9029.3192128827486 -4467.6448157146342 -13972.238472025787 5549.2657056067601 -47322.371554687503 42652.334243277619 -6918.9638584158529 -11434.956314837347 -2226.2452075791821 -101330.78031529019 10286.062816967094 4350.6749493681191 -3138.5002752804703 8686.2509243815111 -82041.143750000003 76176.458268229166 -16788.029305717966 29435.391225260417 18663.503494279372 78368.217612092398 -7209.0992662178705 332.63507133690808 2809.5468908133334 -54420.948939732152 3638.2374578212339
leaf_weight=1158 4237242 3067 1025 1223 1541 124 4921 261 847 25 43 3361 122 1146 28 969 3745 461 375 20 24 535 75 183 46 1428 53021 864 161 123
leaf_count=1158 4237242 3067 1025 1223 1541 124 4921 261 847 25 43 3361 122 1146 28 969 3745 461 375 20 24 535 75 183 46 1428 53021 864 161 123
internal_value=0 -301.476 52.8441 -2339.7 -7084.63 -14577.7 -833.179 2916.6 -2996.71 -111.328 -3410.62 -3761.12 873.595 -5234.26 -28215.5 8837.16 191.255 327.424 8291.88 186.045 -10071.1 -13356.8 -11104.8 17016.1 30656.6 299.088 26.1746 -6281.61 -10869.7 -29275.6
internal_weight=0 80922 68938 11984 2888 1347 9096 3328 5768 67780 5694 5651 2290 1296 150 994 62086 61061 1065 59996 654 630 610 604 229 59342 55597 2576 1712 284
internal_count=4318164 80922 68938 11984 2888 1347 9096 3328 5768 67780 5694 5651 2290 1296 150 994 62086 61061 1065 59996 654 630 610 604 229 59342 55597 2576 1712 284
is_linear=0
shrinkage=0.1


Tree=2815
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 3 5 2 1 1 6 3 1 0 3 5 0 5 3 6 3 0 0 3 0 5 5 5 4 0
split_gain=7.31355e+11 9.00074e+12 1.10424e+13 2.1625e+13 1.42887e+13 1.63521e+13 4.10985e+13 2.08316e+13 1.60762e+13 2.03272e+13 1.9503e+13 1.37345e+13 2.58984e+13 7.22667e+13 4.38529e+13 3.66677e+13 2.87622e+13 2.43142e+13 3.46201e+13 2.32096e+13 1.86432e+13 1.60748e+13 1.55931e+13 1.48979e+13 1.94396e+13 1.44447e+13 2.25076e+13 1.38595e+13 1.35856e+13 1.75381e+13
threshold=30.451272450000005 38.010000000000012 35.305000000000007 30.425002000000003 54.725565150000001 17.500000000000004 36.305000000000007 14.500000000000002 30.332994000000003 30.243224600000001 1.5000000000000002 13.500000000000002 30.434657650000002 59.896318000000008 22.500000000000004 30.025000000000002 59.939091550000008 33.005000000000003 12.500000000000002 1.5000000000000002 21.500000000000004 60.042666650000008 59.990816400000007 9.5000000000000018 59.882016200000002 34.305000000000007 34.605000000000011 24.010000000000002 1.0000000180025095e-35 60.017447350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 8 -6 9 -7 -11 17 13 15 16 -13 -15 18 23 -14 -18 -22 -19 -5 -25 -24 -27 -20 29 -16
right_child=-2 -3 4 11 5 6 -8 -9 -10 10 -12 12 19 14 28 -17 20 22 27 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-522.74594558497222 -12.573561979667916 -168.04544962125104 -7440.8214563173096 -3382.5218087155599 4510.1653811178157 3931.8825853285489 -3558.3931900660896 26426.995287921716 2380.5549228294499 30806.13515732501 3884.2552559542842 -3220.7493080540708 -6571.8594472309087 78286.005833675998 28196.989528943141 111272.12109375 11744.877984082021 1283.7811371493442 5971.4199819472233 10434.456719823136 44951.185123265808 8.6103046123798084 48926.664326477054 101047.99544270834 13537.953992660985 -38657.384185987903 44362.105989583331 -34192.559740881021 -6849.6463696912124 -14925.922815880411
leaf_weight=58354 3949501 268038 1387 936 15697 1133 9110 446 2705 863 391 38 2129 76 277 106 2017 474 103 1288 339 104 176 30 165 62 69 518 1489 143
leaf_count=58354 3949501 268038 1387 936 15697 1133 9110 446 2705 863 391 38 2129 76 277 106 2017 474 103 1288 339 104 176 30 165 62 69 518 1489 143
internal_value=0 134.701 941.137 230.184 2484.68 2938.35 463.435 5115.69 7658.81 13640.2 22411.8 4399.13 6429.69 11337.5 9078.86 81058.7 17696.6 -2018.83 -8560.23 -161.518 15824.7 34400.3 12655.4 1856.02 27001 30212.8 5070.44 -27530.9 -2369.28 13514.7
internal_weight=0 368663 100625 68893 31732 30345 14202 16143 5092 2387 1254 10539 8006 4589 4445 144 2536 2533 1752 3417 2460 443 781 1131 195 307 131 621 1909 420
internal_count=4318164 368663 100625 68893 31732 30345 14202 16143 5092 2387 1254 10539 8006 4589 4445 144 2536 2533 1752 3417 2460 443 781 1131 195 307 131 621 1909 420
is_linear=0
shrinkage=0.1


Tree=2816
num_leaves=31
num_cat=0
split_feature=2 5 3 0 1 0 6 5 5 5 1 4 6 1 2 0 1 5 5 1 3 5 5 0 0 1 1 2 6 5
split_gain=7.24888e+11 3.23475e+12 5.19689e+12 7.422e+12 5.42845e+12 4.75796e+12 4.60793e+12 5.89632e+12 5.30891e+12 6.79528e+12 2.59729e+12 2.11224e+12 2.16037e+12 5.46408e+12 1.75908e+12 6.33369e+12 3.4437e+12 2.71718e+12 3.83341e+12 2.576e+12 5.93447e+12 7.11591e+12 3.11424e+12 2.6951e+12 4.78587e+12 2.83966e+12 2.46005e+12 2.29891e+12 4.04424e+12 8.60303e+12
threshold=33.500000000000007 78.710000000000022 35.500000000000007 55.860536450000005 55.912026600000011 55.834684950000003 1.5000000000000002 63.855000000000011 58.605000000000011 42.895000000000003 37.615058950000012 2.5000000000000004 1.5000000000000002 60.628582700000003 32.500000000000007 55.87722990000001 37.620907050000007 56.505000000000003 72.010000000000005 37.533784800000006 33.500000000000007 50.805000000000007 45.610000000000007 55.769960200000007 55.664473600000008 37.737121850000008 37.503486000000002 31.500000000000004 1.5000000000000002 38.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 5 -2 6 8 -8 9 -4 -3 -12 -13 -14 27 19 17 -17 -19 20 21 -16 -21 24 -24 -26 -22 -1 -29 -30
right_child=1 10 3 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 15 16 -18 18 -20 22 26 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.66187812198027196 63946.496044921878 -42097.728046875003 -1136.5063349184782 58921.010770089284 8988.281140434452 -36498.887754991323 50544.359438344596 -8074.7429443359379 29254.554273437501 -65095.903275240387 -23344.788973911833 -12553.917765179802 -12063.4921875 59404.847968750008 -173.42584765625 -16937.994641927082 -2881.4653068773678 -68292.80567555147 -13118.748017578124 9078.7961350013484 -26170.846301269532 73227.933238002224 5933.1433338512079 9313.0877912248889 -67901.777060546883 -23791.795628978591 17877.085900297618 8468.5188664944108 39299.121634615389 -25769.411290322583
leaf_weight=4316392 32 20 46 21 41 36 37 32 25 26 35 34 23 20 25 60 66 34 20 116 32 28 44 42 20 54 21 663 26 93
leaf_count=4316392 32 20 46 21 41 36 37 32 25 26 35 34 23 20 25 60 66 34 20 116 32 28 44 42 20 54 21 663 26 93
internal_value=0 4115.21 9920.71 2339.56 33079.6 -3542.67 3604.46 23358.7 -10447.5 -24233 -8903.17 -2975.57 6283.16 21177.6 -0.407924 -5594.72 -21059.9 -31584.3 -47858 1692.55 14943.4 38604.7 -3396.54 -12441.2 -20184.2 -35713.4 -8717.89 0.320331 5421.8 -11552.8
internal_weight=0 428 296 223 73 202 166 69 97 72 132 112 77 43 4.31774e+06 562 180 114 54 382 106 53 276 160 118 74 53 4.31717e+06 782 119
internal_count=4318164 428 296 223 73 202 166 69 97 72 132 112 77 43 4317736 562 180 114 54 382 106 53 276 160 118 74 53 4317174 782 119
is_linear=0
shrinkage=0.1


Tree=2817
num_leaves=31
num_cat=0
split_feature=3 3 2 5 4 5 5 1 4 1 1 3 2 0 2 2 4 1 5 3 1 0 0 0 0 0 5 1 3 1
split_gain=7.26372e+11 4.78526e+12 2.11978e+13 1.83346e+13 5.66406e+13 2.2173e+13 4.10795e+13 4.12488e+13 4.76778e+13 4.64738e+13 7.19692e+13 4.61147e+13 3.40873e+13 4.49127e+13 3.39151e+13 2.9654e+13 2.90324e+13 6.13765e+13 1.70821e+14 4.87171e+13 6.11767e+13 3.44823e+13 2.88559e+13 3.50082e+13 2.66356e+13 5.05554e+13 3.5409e+13 4.7146e+13 3.24668e+13 3.30526e+13
threshold=10.500000000000002 14.500000000000002 2.5000000000000004 91.050000000000011 3.5000000000000004 79.010000000000005 83.010000000000005 30.315880100000005 2.5000000000000004 37.542000650000013 37.597123000000003 13.500000000000002 4.5000000000000009 59.882016200000002 12.500000000000002 12.500000000000002 2.5000000000000004 37.832345550000007 80.00500000000001 11.500000000000002 82.95335685000002 57.265292900000006 57.117834900000013 57.60800230000001 55.727011600000004 55.68356880000001 80.815000000000012 37.869926150000005 12.500000000000002 37.914142000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 12 15 14 -10 -7 -14 -11 -9 17 18 -12 20 -19 24 -21 -24 25 -18 28 -28 -27 -30
right_child=1 -3 3 -5 -6 6 -8 9 11 10 16 -13 13 -15 -16 -17 21 19 -20 22 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=31.931629900284943 -2291.6885189418676 33.045220209674781 103.80982883069335 2832.0256838576965 -18018.692651446556 75721.820955557196 401.99548970645952 13331.489661593556 -39298.530769665405 -53307.802285255399 -310664.56788194447 -136899.49687500001 39118.818143503297 -66680.143979779416 -179215.99856770833 -42142.512954477163 -1593.414529392028 -36690.234994741586 -5319.2940900836074 -373.88745406494144 -186185.41364667341 -38053.347675496123 -66282.688767344909 64863.491872151702 10246.461361622587 35957.889812500005 -60049.461245969746 67285.674372468173 -102060.41545011234 31729.164079938615
leaf_weight=2688514 49919 1303445 235611 20407 1788 53 10983 1312 404 197 27 55 76 85 24 104 1814 234 57 1000 31 274 134 24 1276 25 63 54 153 21
leaf_count=2688514 49919 1303445 235611 20407 1788 53 10983 1312 404 197 27 55 76 85 24 104 1814 234 57 1000 31 274 134 24 1276 25 63 54 153 21
internal_value=0 -52.6792 -395.215 -52.5631 -282.616 -157.81 -3493.34 -9199.95 -32819.6 -6870.52 -11093.3 -50993.6 6161.1 -16737.8 -66981.1 9257.13 -8712.11 -20403.1 -103466 -15499.9 -54178.4 -3924.53 -6648.57 -46361.7 -1178.99 -8023.53 -44935.7 -1279.4 -70602.9 -85913.4
internal_weight=0 1.62965e+06 326205 276286 255879 254091 18480 7497 673 6824 5408 459 214 161 221 1416 5187 1507 84 1423 265 3680 1158 158 3406 2130 316 117 199 174
internal_count=4318164 1629650 326205 276286 255879 254091 18480 7497 673 6824 5408 459 214 161 221 1416 5187 1507 84 1423 265 3680 1158 158 3406 2130 316 117 199 174
is_linear=0
shrinkage=0.1


Tree=2818
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 0 0 6 4 1 2 4 0 2 4 5 4 5 5 5 5 1 1 2 1 0 3 1 2 3
split_gain=7.8887e+11 7.195e+12 2.94502e+13 5.05078e+13 3.57785e+13 3.78716e+13 7.26354e+13 4.69629e+13 3.19791e+13 2.85311e+13 3.84889e+13 4.2303e+13 2.52112e+13 2.28171e+13 1.83635e+13 3.09424e+13 5.33155e+13 4.22473e+13 2.25156e+13 1.7581e+13 6.5645e+13 3.79331e+13 3.25881e+13 3.98091e+13 5.82154e+13 7.61922e+13 4.7548e+13 4.22623e+13 5.94006e+13 3.27185e+13
threshold=89.00500000000001 82.837870700000011 82.888608650000023 54.970187400000007 4.5000000000000009 55.046835900000012 54.990279300000005 1.5000000000000002 2.5000000000000004 82.871296800000025 5.5000000000000009 2.5000000000000004 54.978840000000005 2.5000000000000004 1.5000000000000002 109.05000000000001 2.5000000000000004 91.050000000000011 95.020000000000024 98.020000000000024 96.015000000000015 82.897133550000021 82.964402850000013 2.5000000000000004 82.940215400000014 55.061033200000004 9.5000000000000018 82.95335685000002 14.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 14 -6 10 11 -9 -10 -13 -7 16 18 -18 -16 20 -4 -21 23 24 25 -22 -25 29 -29 -28
right_child=1 2 19 4 5 7 -8 9 12 -11 -12 13 -14 -15 15 -17 17 -19 -20 21 22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=9.9193077937145535 -441.35056466021427 -45207.640255468752 452.43058468013271 -67134.775612571029 -59566.930566406256 -22055.787817382814 -22874.589607675382 -5991.9978050595237 12063.191488928298 189091.78744212966 -9053.7246199324327 110992.65292410714 60835.598600582722 242842.68065476191 -49429.258014112907 -11462.131152343751 41333.579575892858 227574.75407462285 84678.276527622773 -21907.287345949884 -2232.6003059895834 -263.42269119783742 8572.5073710713114 -22245.462842741937 237791.94687500002 223144.48289062502 94828.186548913058 51608.823670212769 253906.65505952379 21145.290428969442
leaf_weight=4097479 183466 125 9905 44 32 64 339 21 163 27 37 35 303 21 31 68 21 29 21 839 60 23223 1001 155 22 20 69 47 21 476
leaf_count=4097479 183466 125 9905 44 32 64 339 21 163 27 37 35 303 21 31 68 21 29 21 839 60 23223 1001 155 22 20 69 47 21 476
internal_value=0 -184.173 1083.55 15413.2 21446.4 24662.2 12830.2 51071.2 37135.2 96660.3 74768.6 115047 43775.7 160436 23600.9 40789.3 75623.6 149353 4729.55 531.363 3697.41 -1018.11 20876.2 35032.5 93729 54111.7 27236.9 39748.7 114083 30474
internal_weight=0 220685 37219 1381 1256 1212 837 375 498 141 114 77 466 56 234 170 102 50 52 35838 11776 24062 1871 870 102 80 768 613 68 545
internal_count=4318164 220685 37219 1381 1256 1212 837 375 498 141 114 77 466 56 234 170 102 50 52 35838 11776 24062 1871 870 102 80 768 613 68 545
is_linear=0
shrinkage=0.1


Tree=2819
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 3 0 2 0 0 3 3 1 3 4 1 1 3 2 1 1 3 3 0 3 3 1 2
split_gain=7.47159e+11 9.87669e+12 4.98892e+13 3.48876e+13 3.04575e+13 5.06955e+13 6.80545e+13 3.51914e+13 3.02158e+13 2.96943e+13 5.17099e+13 2.7817e+13 3.99624e+13 3.85617e+13 3.48057e+13 5.15844e+13 3.77877e+13 3.6269e+13 3.70552e+13 3.05355e+13 3.93967e+13 2.51831e+13 2.65883e+13 2.32485e+13 4.2038e+13 3.22079e+13 2.22974e+13 2.55185e+13 2.15116e+13 3.94146e+13
threshold=81.910000000000011 81.00500000000001 39.726951800000002 28.619594500000002 30.278357500000002 55.74310830000001 55.734663800000007 24.500000000000004 59.963407450000012 4.5000000000000009 60.017447350000005 55.793358600000012 23.500000000000004 24.500000000000004 30.305955500000003 10.500000000000002 2.5000000000000004 30.370618100000005 30.425002000000003 9.5000000000000018 16.500000000000004 37.869926150000005 37.889331900000009 16.500000000000004 21.500000000000004 55.860536450000005 8.5000000000000018 22.500000000000004 37.737121850000008 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 7 21 -5 10 -10 19 14 -14 15 -13 17 26 -19 -7 -21 28 -23 -18 25 -25 -16 -28 -6 -30
right_child=-2 2 -4 4 5 11 -8 -9 9 -11 -12 12 13 -15 16 -17 23 18 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-5.7399299875129746 133.47382566804561 46577.69082589286 5349.0718254202629 -57461.22390480325 -16708.536128270349 132287.11471354167 -190609.511608356 -51269.799869671988 120712.56627319337 -47262.166942107375 -36385.222882634946 119457.77348046876 82976.066190632744 5458.3122426813306 -120714.02759765624 -38830.892070312504 -16303.642795949672 88563.106313004042 -40680.719030448723 2073.4953598484849 152682.04265625001 74970.728333333333 -4071.3764150347033 90504.133352179284 -30507.569017578127 15879.840157702738 4930.4169744318187 -123258.39459635418 -30887.485248916517 -148469.21937934027
leaf_weight=3927731 382266 105 3585 270 860 30 23 272 40 78 44 50 101 176 70 35 629 31 78 132 20 45 784 76 150 242 44 24 137 36
leaf_count=3927731 382266 105 3585 270 860 30 23 272 40 78 44 50 101 176 70 35 629 31 78 132 20 45 784 76 150 242 44 24 137 36
internal_value=0 -12.9634 -3486.91 -10400.3 -11736.6 -9041.1 -19514.8 -17670.8 -36975.5 -2832.69 38423.2 2924.91 -1039.7 33722.9 -7778.14 54280.1 -11703 -47040 -3923.3 40087.7 21890.4 -12762.7 219.208 -3746.48 13130.6 33714.6 -81096 -40312.7 -23180.9 -55355.4
internal_weight=0 3.9359e+06 8167 4582 4477 4045 2157 2134 432 162 84 1888 1706 277 1429 85 1344 247 109 182 152 1862 829 1097 468 318 138 68 1033 173
internal_count=4318164 3935898 8167 4582 4477 4045 2157 2134 432 162 84 1888 1706 277 1429 85 1344 247 109 182 152 1862 829 1097 468 318 138 68 1033 173
is_linear=0
shrinkage=0.1


Tree=2820
num_leaves=31
num_cat=0
split_feature=5 5 0 1 1 3 4 4 3 2 1 0 3 1 1 3 1 0 0 4 0 0 0 4 2 2 2 0 3 2
split_gain=7.46036e+11 6.10049e+12 1.37886e+13 1.85669e+13 2.72489e+13 2.95437e+13 1.65854e+13 1.65014e+13 1.61574e+13 1.55889e+13 1.42389e+13 2.37445e+13 2.55833e+13 1.83355e+13 3.74037e+13 3.67183e+13 3.64519e+13 3.24969e+13 2.21778e+13 2.64134e+13 2.85709e+13 2.07178e+13 1.96646e+13 1.94126e+13 2.93177e+13 1.66222e+13 1.59844e+13 2.18414e+13 3.59634e+13 2.80493e+13
threshold=89.00500000000001 90.015000000000015 57.147575200000006 30.160599000000001 30.207352000000004 17.500000000000004 4.5000000000000009 1.5000000000000002 21.500000000000004 5.5000000000000009 37.944765900000007 54.484631300000011 17.500000000000004 37.417247200000006 37.275078000000001 9.5000000000000018 37.328003200000005 55.628356700000005 55.551692500000009 3.5000000000000004 54.762542150000009 54.708501450000007 55.708120100000009 2.5000000000000004 7.5000000000000009 2.5000000000000004 12.500000000000002 55.645049100000001 4.5000000000000009 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 8 -2 -6 11 12 -9 14 15 18 -16 -18 19 20 23 -17 -19 -13 -25 -23 27 -15 -29 -30
right_child=1 -3 3 4 9 -7 -8 10 -10 -11 -12 13 -14 26 16 21 17 22 -20 -21 -22 25 -24 24 -26 -27 -28 28 29 -31
leaf_value=9.646246270046964 -45392.86389142336 -22.424752583567233 20281.709580783936 -100702.49813701923 -15604.945315040637 22165.313616071431 -25626.684361301901 18461.321045973891 43554.504357910162 22.325549855418021 -1729.1565747992672 -85440.394696969714 123531.92456868489 -8218.7483866312959 -96455.221365704128 -26794.598018292683 -85546.206505681825 56321.861304209189 -52707.922640931378 111213.26230468751 110519.85815429688 -7934.9911739864874 -17636.424659610326 -12427.038287636242 103958.83033288043 67157.237817551184 -6719.5616064993665 137457.80217848558 13169.615790536471 78157.409730360247
leaf_weight=4097479 137 202686 211 65 1427 28 263 673 24 1155 11055 33 24 335 79 41 55 49 102 20 20 37 135 367 23 145 542 26 856 72
leaf_count=4097479 137 202686 211 65 1427 28 263 673 24 1155 11055 33 24 335 79 41 55 49 102 20 20 37 135 367 23 145 542 26 856 72
internal_value=0 -179.103 -1943.45 -8277.22 -10529.9 -63710 -733.941 -293.08 -32133.6 -8614.43 55.9113 5486.27 22079.2 1548.48 -8617.79 3064.57 -37566.5 -18101.2 -10496.9 -1197.71 -6272.7 37424.3 2058.99 -11794.8 -5563.26 51891.2 7689.32 13748 21461.7 18211.8
internal_weight=0 220685 17999 2886 2675 93 15113 14850 161 2582 14689 3634 697 2937 1106 788 318 239 565 463 443 223 184 423 390 182 1831 1289 954 928
internal_count=4318164 220685 17999 2886 2675 93 15113 14850 161 2582 14689 3634 697 2937 1106 788 318 239 565 463 443 223 184 423 390 182 1831 1289 954 928
is_linear=0
shrinkage=0.1


Tree=2821
num_leaves=31
num_cat=0
split_feature=5 5 2 0 3 1 1 5 3 1 0 3 0 0 1 2 5 0 0 2 0 0 4 5 1 1 1 1 1 1
split_gain=7.66245e+11 1.04852e+13 2.65939e+13 2.40067e+13 2.33299e+13 2.34734e+13 1.38718e+14 2.69098e+13 1.92348e+13 3.60569e+13 6.2793e+13 2.13022e+13 2.35254e+13 2.96209e+13 3.09064e+13 2.69746e+13 2.75922e+13 1.8275e+13 1.93177e+13 2.13894e+13 3.25791e+13 3.45293e+13 2.23339e+13 2.66155e+13 2.53686e+13 1.81263e+13 1.65276e+13 3.55377e+13 2.43799e+13 1.94265e+13
threshold=62.385000000000012 64.020000000000024 6.5000000000000009 53.719078300000007 4.5000000000000009 37.642309100000013 37.559851850000008 63.005000000000003 5.5000000000000009 38.058342000000003 55.946414150000003 6.5000000000000009 55.834684950000003 55.727011600000004 37.777459000000007 5.5000000000000009 63.455000000000005 55.801980100000009 55.795550600000006 2.5000000000000004 55.701368300000006 55.734663800000007 2.5000000000000004 63.455000000000005 37.597123000000003 83.015546400000019 82.970752000000019 82.966612450000014 82.973038550000012 82.963712850000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 10 17 12 13 -10 -15 -14 -17 18 19 20 -6 -22 23 24 -21 -13 27 29 -28 -4
right_child=1 -3 26 4 8 -7 7 -9 11 -11 -12 25 15 14 -16 16 -18 -19 -20 22 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-24.542086850809554 4762.3197841730935 -49.548433972311784 -113.31960658361571 13424.80783202579 -24104.453045265684 4195.9528141967776 261591.09849999999 108039.5068359375 21569.393666098153 -360.20272104239604 1431.4557539021469 713.83928702917706 -5822.2823758405248 146889.7535763889 14506.038106142241 1278.7631578600085 126069.41486672795 -56070.530691616965 41241.64222470238 -98993.860662286927 120113.85512152778 -27951.515485491076 -30664.020994840925 -127770.24300915949 54666.460649181558 10805.196666621903 -13844.482211867304 17467.674235101334 -1968.557075990796 -11990.255788558788
leaf_weight=3223874 22190 947470 41871 894 267 3250 25 21 213 8731 1190 52041 402 45 29 37 34 241 42 22 36 28 380 58 21 1843 2193 1129 8163 1424
leaf_count=3223874 22190 947470 41871 894 267 3250 25 21 213 8731 1190 52041 402 45 29 37 34 241 42 22 36 28 380 58 21 1843 2193 1129 8163 1424
internal_value=0 72.3031 858.645 1896.94 986.665 8221.3 22138.7 191491 524.998 -3287.01 -14470.3 1293.48 17918.6 40505.2 95009.6 4213.78 61037.7 -31751.7 -24888.9 -28309.5 -8744.51 55335.3 -41773.1 -83569.7 -23950.4 1059 -885.875 -47.225 -4483.42 -503.96
internal_weight=0 1.09429e+06 146820 92040 69850 4190 940 46 65660 11016 2285 54644 760 287 74 473 71 1095 854 812 331 64 481 101 43 53884 54780 44424 10356 43295
internal_count=4318164 1094290 146820 92040 69850 4190 940 46 65660 11016 2285 54644 760 287 74 473 71 1095 854 812 331 64 481 101 43 53884 54780 44424 10356 43295
is_linear=0
shrinkage=0.1


Tree=2822
num_leaves=31
num_cat=0
split_feature=5 4 0 3 0 1 6 2 1 5 5 5 2 2 1 2 3 3 3 0 3 3 5 5 1 3 5 5 0 0
split_gain=8.06434e+11 1.97563e+13 2.08834e+13 3.21158e+13 3.06306e+13 5.23977e+13 2.9182e+13 3.5226e+13 3.1463e+13 2.8397e+13 3.41418e+13 3.51186e+13 2.62674e+13 2.7179e+13 2.45448e+13 3.44008e+13 4.39023e+13 3.07201e+13 2.90268e+13 2.66484e+13 4.45478e+13 2.51385e+13 2.46786e+13 2.37244e+13 2.17205e+13 2.61031e+13 2.15841e+13 2.14353e+13 2.08019e+13 1.92744e+13
threshold=77.00500000000001 2.5000000000000004 45.070824200000011 5.5000000000000009 45.053747000000008 39.011252750000004 1.5000000000000002 10.500000000000002 39.007683500000006 107.05000000000001 116.06000000000002 110.05000000000001 1.5000000000000002 17.500000000000004 38.984911950000004 2.5000000000000004 17.500000000000004 15.500000000000002 17.500000000000004 45.059881250000011 11.500000000000002 7.5000000000000009 100.05000000000001 100.05000000000001 39.969502550000009 3.5000000000000004 100.05000000000001 92.035000000000011 44.580511600000001 45.133160800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 28 6 8 14 -6 23 11 -11 -7 -14 15 16 17 -8 21 -16 -21 -17 27 -2 25 -25 -9 -23 -5 -4
right_child=1 -3 29 4 5 12 7 26 -10 10 -12 -13 13 -15 19 18 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-15.35414967112048 -11862.770382816372 367.45309810849301 -16260.571075790647 5837.5019704384122 46702.730539528391 77668.825234375006 70763.958599853519 2882.8921381671917 169126.77884615387 17949.331696428573 2490.9607333096592 171380.33644831731 -28751.950977142256 45311.393174342113 146494.11873372397 55533.4385625 -50728.843906250004 206528.61475000001 61531.766966869218 163939.6244791667 6891.7367200877579 -8271.4226760503807 64100.091939786595 -23186.405030980604 4478.8936553030308 -149163.84406224301 -101212.50729166667 -88799.603689093346 -2765.5066322997041 -2282.2076957089553
leaf_weight=3834157 1769 421593 1008 5815 109 30 50 387 26 35 363 26 379 57 36 75 20 25 108 24 73 254 41 29 33 38 21 38 5440 46105
leaf_count=3834157 1769 421593 1008 5815 109 30 50 387 26 35 363 26 379 57 36 75 20 25 108 24 73 254 41 29 33 38 21 38 5440 46105
internal_value=0 121.631 -1538.84 1670.9 3594.41 15890.1 26293.4 21138.6 70280.7 -9241.05 14123.4 83346.2 -12841.6 -19069.4 34088 25613.8 80914.1 116019 15432.6 73018.3 45748.9 3229.87 -8550.22 -14541.5 -61928.3 -94636.3 -2474.96 -18751.1 1679.32 -2581.28
internal_weight=0 484007 62414 15301 13008 1753 1287 1152 135 2293 424 61 466 436 744 611 95 75 516 133 97 408 333 1869 100 67 408 292 11255 47113
internal_count=4318164 484007 62414 15301 13008 1753 1287 1152 135 2293 424 61 466 436 744 611 95 75 516 133 97 408 333 1869 100 67 408 292 11255 47113
is_linear=0
shrinkage=0.1


Tree=2823
num_leaves=31
num_cat=0
split_feature=5 1 5 1 0 3 3 4 0 5 2 5 1 0 1 0 2 4 3 5 3 2 5 3 1 0 5 5 2 2
split_gain=8.42717e+11 4.6147e+12 5.65936e+13 2.48444e+13 3.39149e+13 2.56966e+13 2.91734e+13 2.74094e+13 2.67714e+13 5.8362e+13 5.18975e+13 2.58954e+13 2.46384e+13 3.78103e+13 3.07485e+13 3.14012e+13 3.09898e+13 3.39539e+13 2.86298e+13 3.85531e+13 2.9273e+13 2.78786e+13 2.41373e+13 6.46124e+13 2.24417e+13 3.29578e+13 4.2908e+13 2.75115e+13 2.67688e+13 4.30252e+13
threshold=96.015000000000015 82.837870700000011 98.020000000000024 65.58467570000002 60.052595500000002 4.5000000000000009 3.5000000000000004 4.5000000000000009 57.147575200000006 128.92000000000004 12.500000000000002 161.85000000000002 82.888608650000023 54.970187400000007 82.897133550000021 55.120365700000008 16.500000000000004 3.5000000000000004 15.500000000000002 110.05000000000001 4.5000000000000009 7.5000000000000009 103.45000000000002 8.5000000000000018 65.551978750000004 57.131524800000008 98.020000000000024 98.020000000000024 1.5000000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 24 5 6 -5 8 10 -10 11 -7 13 -4 15 16 17 22 20 -20 -15 -19 23 -14 -2 26 -26 -27 -28 -30
right_child=1 2 12 4 -6 7 -8 -9 9 -11 -12 -13 14 18 -16 -17 -18 21 19 -21 -22 -23 -24 -25 25 27 28 -29 29 -31
leaf_value=8.367942482958254 -484.51384909663329 17292.025635554579 -47698.783519646146 5185.5024726636484 20863.507706913068 -16183.007846369572 117315.19129050926 -63665.917595520026 -20736.330236452792 -134337.67154017856 77140.376089015146 38652.131788048377 122169.62589285715 -85723.793085007448 -265.50835993867435 72970.520982142858 65599.1463524071 34769.944058053858 -51239.883982421881 72025.856617647063 34175.352168667334 -77443.913715277784 -66412.395948213743 -35192.526599854158 -32842.508843750002 43788.664306640625 -27892.337625 -4653.965884018492 56215.728157369216 12015.317156233483
leaf_weight=4168594 117349 1965 85 165 314 1606 27 120 235 56 66 91 28 21 23223 35 37 123 100 34 671 27 206 383 125 128 75 1394 445 436
leaf_count=4168594 117349 1965 85 165 314 1606 27 120 235 56 66 91 28 21 23223 35 37 123 100 34 671 27 206 383 125 128 75 1394 445 436
internal_value=0 -233.219 951.919 -493.553 -10016 -14114.1 20953.7 -17211.2 -14497.2 -42597.8 -9858.93 -13242.5 -333.802 15809 -944.975 -19752.2 -23788.6 -28100.7 22344.3 -19963.5 30536.8 14571.4 -38474.8 -24472 -280.799 8903.1 22254.8 -579.947 29458.9 34341.3
internal_weight=0 149570 26938 122632 2680 2366 192 2174 2054 291 1763 1697 24973 911 24062 839 804 767 826 134 692 150 617 411 119952 2603 1081 1522 956 881
internal_count=4318164 149570 26938 122632 2680 2366 192 2174 2054 291 1763 1697 24973 911 24062 839 804 767 826 134 692 150 617 411 119952 2603 1081 1522 956 881
is_linear=0
shrinkage=0.1


Tree=2824
num_leaves=31
num_cat=0
split_feature=1 1 5 5 1 5 3 2 2 3 3 1 3 5 5 0 0 0 0 3 0 4 6 3 0 5 1 3 2 5
split_gain=7.91068e+11 7.71887e+12 3.0927e+13 3.86814e+13 4.71407e+13 3.64374e+13 3.21263e+13 3.32054e+13 3.47989e+13 4.83986e+13 4.04229e+13 4.22561e+13 3.68383e+13 4.66412e+13 3.87876e+13 4.17504e+13 3.88162e+13 2.93675e+13 3.39287e+13 5.39048e+13 2.96588e+13 2.8989e+13 2.74772e+13 3.48826e+13 2.71106e+13 2.84433e+13 2.64698e+13 5.84552e+13 3.56476e+13 5.13311e+13
threshold=30.451272450000005 35.911716050000003 92.035000000000011 69.015000000000015 30.578016350000002 98.020000000000024 4.5000000000000009 2.5000000000000004 4.5000000000000009 5.5000000000000009 12.500000000000002 30.578016350000002 15.500000000000002 102.01000000000001 110.05000000000001 59.916647550000008 59.932719750000011 60.063729500000008 59.896318000000008 5.5000000000000009 59.846652800000008 1.5000000000000002 1.5000000000000002 13.500000000000002 56.876792350000009 100.05000000000001 30.468306550000005 22.500000000000004 17.500000000000004 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 17 -4 -7 24 10 -10 -9 -12 13 -11 15 26 -17 18 19 20 -5 -6 -15 -24 -8 -26 27 -14 29 -28
right_child=1 -3 5 4 21 6 7 8 9 12 11 -13 14 22 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=140.09211411929283 -1308.9176775555895 9.5428777865831034 -26479.153435329456 -1226.9305868107037 91814.752343750006 25298.42383496388 551.80498369705572 6790.7326356858484 72176.047626657208 35466.50700567336 144373.5841875 -5748.3994010416673 133492.205078125 3778.9644743546196 40428.680586574395 126511.82236328126 -16904.902734375002 59090.423287865429 4826.4579359405125 29006.150616931918 -78327.772598616808 -2176.6071276984812 -39980.099751260837 -110019.52248171542 -139785.13009982641 -42134.825149851837 -175317.36725260419 -59137.803765624994 29406.31725 -20864.078525641027
leaf_weight=368663 85743 3848743 996 274 33 332 121 260 66 84 50 30 23 92 184 32 46 124 4097 1536 61 5816 292 94 36 174 48 50 25 39
leaf_count=368663 85743 3848743 996 274 33 332 121 260 66 84 50 30 23 92 184 32 46 124 4097 1536 61 5816 292 94 36 174 48 50 25 39
internal_value=0 -13.0768 -877.1 -566.309 4766.04 -10753.3 -3215.75 -8637.69 -1967.81 -10787.2 25917.1 88077.8 -16214 -33254.8 5210.93 -19428.1 41932.7 10922.6 9921.79 21079.2 -15266.2 -1646.31 -45331.3 -57036.3 -37150.9 -58874.9 -45299.2 1553.84 -75837.3 -106080
internal_weight=0 3.9495e+06 100758 97684 11941 3074 2078 1746 1415 1075 340 80 1009 562 447 263 78 6092 5968 1871 335 5849 478 386 331 210 185 73 112 87
internal_count=4318164 3949501 100758 97684 11941 3074 2078 1746 1415 1075 340 80 1009 562 447 263 78 6092 5968 1871 335 5849 478 386 331 210 185 73 112 87
is_linear=0
shrinkage=0.1


Tree=2825
num_leaves=31
num_cat=0
split_feature=4 2 1 1 1 5 0 5 3 2 1 1 5 1 1 5 2 5 5 0 5 0 2 3 0 0 0 1 0 0
split_gain=7.91919e+11 2.95085e+12 7.61486e+12 1.03387e+13 1.60134e+13 1.02684e+13 1.00795e+13 7.11142e+12 1.69012e+13 3.61933e+13 2.36482e+13 2.10166e+13 1.58742e+13 1.94717e+13 4.43698e+13 1.53677e+13 2.65229e+13 2.27895e+13 1.80162e+13 1.34403e+13 1.97448e+13 1.57919e+13 1.30716e+13 1.77218e+13 1.43135e+13 1.95718e+13 1.28512e+13 1.55572e+13 1.39297e+13 2.0584e+13
threshold=4.5000000000000009 1.5000000000000002 30.102666750000001 30.346469350000003 30.362552800000003 125.85000000000001 59.896318000000008 125.85000000000001 10.500000000000002 9.5000000000000018 37.314272700000011 30.315880100000005 120.05000000000001 47.981192400000005 39.718803500000007 107.05000000000001 4.5000000000000009 24.010000000000002 104.75000000000001 56.802385350000009 118.33500000000002 56.791364150000007 3.5000000000000004 9.5000000000000018 55.826364100000013 55.762622900000004 56.281985950000006 30.315880100000005 56.054485600000007 55.842510000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 12 10 11 -10 15 14 -14 16 18 -18 -3 20 21 -12 23 -17 25 -24 28 -28 29 -19
right_child=1 7 3 4 -6 -7 -8 -9 9 -11 19 -13 13 -15 -16 22 17 26 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.4747059483863025 47421.301796874999 -7465.181407942172 -69232.034531249999 84814.462696289062 4253.083228453459 -64835.372580030496 9944.7215081935992 2233.4009512042808 -23053.534796463817 5496.1436655424286 -31555.865757511867 -120123.78242023609 -21850.914734848484 -50146.067802877988 106813.86019592285 19947.461777807483 88478.691061580888 10154.999249795963 -42210.58184400286 30619.445672160826 27071.526610370711 -103420.47732142858 -2679.4226652922457 95494.152191521134 22774.959788743625 -101690.39390811013 37946.008221646014 -18186.630024664086 45271.344163919159 -75439.347162180929
leaf_weight=4303792 40 1336 20 25 1889 41 82 7014 38 437 242 54 165 136 32 358 34 901 168 41 51 35 405 34 245 21 58 332 109 29
leaf_count=4303792 40 1336 20 25 1889 41 82 7014 38 437 242 54 165 136 32 358 34 901 168 41 51 35 405 34 245 21 58 332 109 29
internal_value=0 741.068 4207.85 3367.53 5305.35 -22569.4 -5580.13 148.82 -2630.36 -15123.7 -34670.1 -80029.5 -58.9542 -21042.7 -951.053 1674.94 -2021.3 7565.05 -11346.3 -23361 -30108.5 -40636.2 11991.7 26500 3515.95 -7560.25 5639.89 -9838.7 11449.9 7485.93
internal_weight=0 14372 2097 2057 1914 143 102 12275 5261 898 461 92 4363 333 197 4030 2967 1463 1504 369 328 277 1063 392 671 426 1429 390 1039 930
internal_count=4318164 14372 2097 2057 1914 143 102 12275 5261 898 461 92 4363 333 197 4030 2967 1463 1504 369 328 277 1063 392 671 426 1429 390 1039 930
is_linear=0
shrinkage=0.1


Tree=2826
num_leaves=31
num_cat=0
split_feature=5 0 0 0 5 3 1 0 5 1 3 1 2 3 2 5 1 3 2 4 5 1 4 3 3 0 4 3 1 5
split_gain=8.67477e+11 8.52104e+12 2.00022e+13 3.14729e+13 3.43372e+13 3.52076e+13 4.09237e+13 2.22004e+13 5.48064e+13 4.61956e+13 3.30306e+13 3.06335e+13 2.7755e+13 5.32644e+13 2.22763e+13 1.83356e+13 1.78699e+13 4.35575e+13 3.90578e+13 3.34315e+13 3.61087e+13 2.14645e+13 2.97296e+13 1.76691e+13 1.54592e+13 1.9584e+13 2.04292e+13 3.10051e+13 2.14615e+13 5.37708e+13
threshold=150.04500000000004 56.301440000000007 56.009576300000013 55.975961550000008 225.45000000000002 10.500000000000002 92.815157350000007 56.143542450000005 225.45000000000002 92.815157350000007 16.500000000000004 43.048525950000005 7.5000000000000009 8.5000000000000018 2.5000000000000004 177.02500000000003 46.037218400000008 4.5000000000000009 5.5000000000000009 2.5000000000000004 161.85000000000002 47.208373000000009 4.5000000000000009 5.5000000000000009 21.500000000000004 56.635684300000008 4.5000000000000009 4.5000000000000009 43.94115175000001 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 11 16 15 13 -11 -10 -4 17 -9 21 -19 -21 23 -23 -18 25 26 28 -28 29 -3
right_child=1 24 7 4 -6 -7 -8 10 14 12 -12 -13 -14 -15 -16 -17 18 19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.6996263841028387 -1766.9464595042632 -143750.14179687502 -107587.34804687501 166399.69148596941 -27771.259108664774 -18630.521093750001 2224.7042613636363 74651.639359374996 -33839.34307955228 -66879.452842881947 95622.289717741951 -153519.842213736 -83250.947600446438 133654.49194711537 85658.229647435903 24708.335625000003 -20572.434125 3565.8515178571429 105501.43371212122 -10552.488320312501 -175818.84314903847 -95740.422453125007 23440.657725694444 100876.46375679348 -20357.24442756093 2545.7611521949907 -88640.118795955888 28905.13916903409 57129.694926044729 64046.915435606061
leaf_weight=4302555 10926 20 22 49 44 27 22 25 26 27 31 67 35 26 39 20 25 35 33 20 39 50 36 23 259 3348 34 66 202 33
leaf_count=4302555 10926 20 22 49 44 27 22 25 26 27 31 67 35 26 39 20 25 35 33 20 39 50 36 23 259 3348 34 66 202 33
internal_value=0 -744.141 -2106.87 -1159.02 45616.7 78566.4 115529 -20225.6 -41764.3 -68036 -2423.85 -111547 -14142.2 31495.7 37859.2 -44589.4 -13051.2 -42662.9 8049.33 -73863.6 -119796 -15950.1 -45850.7 37621.8 3261.84 4913.83 27247.1 -11060.2 42269.6 -14367.1
internal_weight=0 15609 11647 11068 142 98 71 579 262 197 317 109 88 53 65 42 286 119 167 94 59 134 86 48 3962 3703 355 100 255 53
internal_count=4318164 15609 11647 11068 142 98 71 579 262 197 317 109 88 53 65 42 286 119 167 94 59 134 86 48 3962 3703 355 100 255 53
is_linear=0
shrinkage=0.1


Tree=2827
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 5 4 5 5 2 3 1 2 1 1 1 4 4 0 4 6 5 5 2 6 0 1 2 6 0
split_gain=7.89562e+11 3.98545e+12 1.34979e+13 8.90677e+12 7.60287e+12 6.98177e+12 6.01674e+12 5.92059e+12 2.80798e+13 3.91417e+13 2.17483e+13 3.09447e+13 6.25255e+13 3.51593e+13 2.79925e+13 1.91845e+13 1.42466e+13 1.37331e+13 1.23291e+13 1.09601e+13 1.04872e+13 9.60991e+12 3.08261e+13 3.02573e+13 4.74592e+13 4.16352e+13 1.98969e+13 1.53449e+13 1.20254e+13 1.19092e+13
threshold=83.000022850000008 52.056565900000003 103.85249100000001 4.5000000000000009 2.5000000000000004 36.005000000000003 1.0000000180025095e-35 58.005000000000003 57.005000000000003 1.5000000000000002 9.5000000000000018 83.006817700000013 5.5000000000000009 83.761389800000003 83.00362155000002 83.053286850000021 1.5000000000000002 2.5000000000000004 55.030402950000003 2.5000000000000004 1.5000000000000002 58.040000000000006 58.305000000000007 6.5000000000000009 1.5000000000000002 55.017766000000002 83.663637000000008 3.5000000000000004 1.5000000000000002 55.030402950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -5 -6 8 -3 15 -11 12 14 16 -12 17 -13 18 -10 -18 -14 23 26 27 -25 -26 29 28 -9 -23
right_child=1 7 4 5 6 -7 -8 21 9 10 11 13 20 -15 -16 -17 19 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=16.084365537816197 -523.65136648038549 -73.495049951110218 -6088.688961885302 -236.24812421866341 17315.607718489289 17498.456116951551 739.90850485816622 9145.0763277445203 -18055.131681410847 1718.9491539365799 40963.532576362326 48462.592243948704 2191.4879096660839 4298.840247074123 -18168.870589192709 1587.2396179079071 22453.793702211027 18685.365749942557 -50784.140193965519 61576.9937297078 -16444.697811383834 39618.719676068329 -636.04042197987485 4257.8807066996278 -16687.922104328649 -61685.671826171878 2676.5487242975851 14453.992437402951 -13924.169034934874 -11398.933959960938
leaf_weight=3782924 656 327592 1668 282 221 1043 24036 385 340 2471 482 346 518 769 96 635 1022 68 174 77 724 381 167236 907 1045 256 406 805 547 52
leaf_count=3782924 656 327592 1668 282 221 1043 24036 385 340 2471 482 346 518 769 96 635 1022 68 174 77 724 381 167236 907 1045 256 406 805 547 52
internal_value=0 -113.68 1049.81 9005.93 441.861 13724 890.926 -177.678 67.0028 6027.37 9106.85 13632.3 3972.22 21573.2 31142.2 -10432.8 30766.3 -23547.4 -29134.6 25194.9 -8672.12 -654.627 -540.117 -5533.26 -13301 -25542.2 18580.1 4340.7 -4394.49 33491.9
internal_weight=0 535240 27906 1981 25925 1325 24257 507334 335314 7722 6505 4034 1820 2214 578 1217 1445 582 514 1099 1242 172020 168075 3945 2208 1301 839 1737 932 433
internal_count=4318164 535240 27906 1981 25925 1325 24257 507334 335314 7722 6505 4034 1820 2214 578 1217 1445 582 514 1099 1242 172020 168075 3945 2208 1301 839 1737 932 433
is_linear=0
shrinkage=0.1


Tree=2828
num_leaves=31
num_cat=0
split_feature=5 6 5 1 4 1 1 0 1 1 0 1 1 1 1 0 0 5 1 0 0 1 0 3 3 5 5 3 4 2
split_gain=7.79914e+11 8.33009e+12 1.62967e+13 4.11974e+13 3.45389e+13 2.97007e+13 3.23242e+13 4.72638e+13 3.24997e+13 2.75057e+13 7.46017e+13 3.21122e+13 2.65076e+13 4.88417e+13 6.64963e+13 1.25361e+14 8.53383e+13 5.40402e+13 3.94154e+13 7.42457e+13 7.79683e+13 3.85716e+13 4.61319e+13 7.48608e+13 4.65266e+13 5.73411e+13 3.59497e+13 3.55138e+13 3.10744e+13 3.09905e+13
threshold=81.910000000000011 1.5000000000000002 87.00500000000001 83.003420700000007 3.5000000000000004 83.002084650000015 65.659480050000013 55.050600750000008 38.096381250000007 38.969379750000009 45.055827000000008 38.92948375000001 37.832345550000007 37.752451500000006 37.712318250000003 55.657530000000008 55.591389050000011 85.91500000000002 37.767735350000002 55.664473600000008 55.801980100000009 37.615058950000012 55.851332700000007 21.500000000000004 17.500000000000004 82.00500000000001 85.020000000000024 15.500000000000002 2.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 12 10 11 -10 13 14 21 16 -16 -17 19 -15 -21 -2 24 -24 -23 -26 -14 -28 -27 -25
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 26 18 15 17 -18 -19 -20 20 -22 22 23 29 25 28 27 -29 -30 -31
leaf_value=-13.244479197773799 -4461.3174287124993 473.64618754799443 190.3881081168266 -11590.137462687069 21731.20756914814 13884.897006347657 -4146.1118262516129 -24632.450332994162 68507.548529052743 2840.4607651350711 13234.373350016276 245560.21050037202 -8980.7120757053162 -56247.844732862912 -17951.562060546876 -66514.094340525378 194273.93151041667 41195.267983774043 10711.148171657987 192360.28054157842 3968.0967968750006 50994.622618402362 -45324.658721051899 -71321.910234374998 -130927.31047952588 -68886.605235327748 -121967.48507434478 -29758.253340911866 22410.608047789785 62821.654474861396
leaf_weight=3935898 8979 251156 94030 4217 650 1200 6573 1359 20 10817 240 21 517 31 40 447 36 52 288 59 35 418 266 20 29 41 62 128 411 124
leaf_count=3935898 8979 251156 94030 4217 650 1200 6573 1359 20 10817 240 21 517 31 40 447 36 52 288 59 35 418 266 20 29 41 62 128 411 124
internal_value=0 136.368 -509.726 -2285.12 -1091.1 -1551.61 -2148.9 -7656.06 -256.316 3642.86 34530.8 159193 -3867.52 -2689.82 -3973.09 -37067.6 82576.3 -55289.9 31063.6 77955.7 122214 -2123.43 13913.2 -13885.2 26591 5383.61 -22650.7 -59847.6 14129.2 44190.6
internal_weight=0 382266 131110 37080 32863 32213 31013 7932 23081 11098 281 41 11983 11276 10863 575 76 499 413 125 94 10288 1309 410 899 481 707 190 452 144
internal_count=4318164 382266 131110 37080 32863 32213 31013 7932 23081 11098 281 41 11983 11276 10863 575 76 499 413 125 94 10288 1309 410 899 481 707 190 452 144
is_linear=0
shrinkage=0.1


Tree=2829
num_leaves=31
num_cat=0
split_feature=5 3 3 2 1 1 1 1 5 1 4 5 5 1 0 1 5 2 1 2 5 0 1 1 2 5 1 1 0 1
split_gain=9.14859e+11 4.87342e+12 2.45373e+13 3.56096e+13 4.33289e+13 5.84787e+13 2.83902e+13 4.85263e+13 3.67308e+13 3.50304e+13 2.32951e+13 2.46774e+13 3.56397e+13 2.88795e+13 2.83142e+13 5.57428e+13 3.66223e+13 5.27736e+13 5.21205e+13 9.69821e+13 3.62144e+13 3.31851e+13 2.79428e+13 6.62035e+13 3.55561e+13 3.11093e+13 2.66952e+13 5.79906e+13 2.44048e+13 4.29966e+13
threshold=96.015000000000015 11.500000000000002 12.500000000000002 4.5000000000000009 82.911991800000024 82.975438000000011 82.907204800000002 50.158868250000005 123.15000000000002 56.022377500000012 2.5000000000000004 120.05000000000001 123.15000000000002 30.243224600000001 45.112033650000008 39.925119750000007 107.05000000000001 6.5000000000000009 38.959914000000005 9.5000000000000018 118.33500000000002 45.055827000000008 83.093115700000013 82.933113850000026 8.5000000000000018 137.05000000000004 82.981501350000016 83.663637000000008 45.029420750000007 39.071052600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -9 -10 -5 14 13 -13 15 16 17 -12 20 -20 -18 28 23 -14 -24 -25 -16 -28 29 -19
right_child=1 2 -4 10 5 -7 -8 8 9 -11 11 12 22 -15 26 -17 18 21 19 -21 -22 -23 24 25 -26 -27 27 -29 -30 -31
leaf_value=8.7187654379016006 -752.50814526797762 -13468.644399603721 -222.30889052383341 -15091.391171453521 200506.59154829546 20261.774962515785 -48451.83879573171 8444.2646288245287 -22025.921549479168 117975.32241071429 -71278.546747819768 32796.151185344832 4498.6929187202877 -83308.688733803356 10200.265657975637 -3972.5919989691847 194329.59545200894 -25847.729224917766 95413.425449408373 -99368.210799632361 62265.57099905303 -40255.55750269397 22091.425407608695 43155.303379755438 -150191.98287500002 205906.60052083334 156940.30140625002 16834.816761280159 162600.80815972225 116533.90802001953
leaf_weight=4168594 83245 1313 60104 307 22 99 164 239 24 70 43 29 894 82 2103 216 56 38 103 34 33 29 23 23 25 24 40 113 27 48
leaf_count=4168594 83245 1313 60104 307 22 99 164 239 24 70 43 29 894 82 2103 216 56 38 103 34 33 29 23 23 25 24 40 113 27 48
internal_value=0 -242.997 396.495 6375.05 -4901.89 53033.6 -8774.92 -4821.69 29272.8 82230.3 11451 13496.8 753.855 -52975 18358.8 37157 58772.6 25779.7 85780 47073.5 145362 55170.6 6784.09 10580.4 -67639.5 126262 13134.4 53463.7 79660.5 53621.1
internal_weight=0 149570 66325 6221 1931 121 1810 1646 333 94 4290 3983 1100 111 2883 627 411 185 226 137 89 142 989 941 48 47 2256 153 113 86
internal_count=4318164 149570 66325 6221 1931 121 1810 1646 333 94 4290 3983 1100 111 2883 627 411 185 226 137 89 142 989 941 48 47 2256 153 113 86
is_linear=0
shrinkage=0.1


Tree=2830
num_leaves=31
num_cat=0
split_feature=4 3 3 0 5 0 3 0 5 0 1 0 2 1 0 2 5 0 1 1 0 5 0 2 5 0 5 0 0 0
split_gain=7.5741e+11 2.77898e+12 2.91292e+13 1.92527e+13 2.08803e+13 3.04268e+13 1.56001e+13 1.56659e+13 1.77358e+13 1.44502e+13 1.4126e+13 1.26759e+13 1.23362e+13 1.10388e+13 2.8963e+13 1.12976e+13 1.1007e+13 2.50426e+13 9.74172e+12 9.33964e+12 9.33719e+12 4.88578e+13 1.72328e+13 1.61695e+13 1.60181e+13 1.11564e+13 1.04206e+13 2.29149e+13 4.33596e+13 3.55457e+13
threshold=4.5000000000000009 7.5000000000000009 8.5000000000000018 44.982728700000003 132.05000000000004 55.030402950000003 6.5000000000000009 44.998833400000002 161.85000000000002 53.973051950000006 38.151577750000008 56.831297550000009 1.5000000000000002 30.315880100000005 59.950068600000009 5.5000000000000009 23.035000000000004 55.745923000000012 82.907204800000002 65.520339550000017 59.853570100000006 64.805000000000021 59.755965500000009 5.5000000000000009 118.33500000000002 55.025681450000008 105.35000000000001 56.320495600000008 56.028355650000009 56.367862600000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 10 9 20 8 -8 -6 -5 18 -9 15 -15 -14 17 -4 -7 -13 22 -22 23 26 -25 -26 -2 28 -28 -29
right_child=1 2 16 4 5 11 7 12 -10 -11 -12 19 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-2.4201857338007104 -8736.0503161504512 -31175.298697916671 33705.041562500002 61301.991834677421 42733.60776186343 -73410.827087823287 -14616.239864864865 46940.670380434785 94414.950312500005 149377.00628255209 169097.04671875003 84880.726917613647 -30758.934781250005 -27500.923893416792 -151259.41007812502 65294.876399739587 1233.0637542409586 -117806.48134765626 8555.1857489224149 -6256.5413722826088 140801.53912037038 5065.5512987960883 -65267.067717633938 120675.3257421875 54969.12757161459 -29194.047112165179 1182.5168305235418 83437.475616776326 -46358.634912817033 9854.0437977834372
leaf_weight=4303792 1466 36 20 31 27 29 37 23 25 24 20 22 25 347 20 24 7096 24 29 23 27 1486 42 20 36 28 2620 76 207 482
leaf_count=4303792 1466 36 20 31 27 29 37 23 25 24 20 22 25 347 20 24 7096 24 29 23 27 1486 42 20 36 28 2620 76 207 482
internal_value=0 724.741 2078.05 36271.8 48116.2 29750.1 -704.062 -17706 29347.9 92918.7 103575 -1527.55 -24351.4 -28293 -34245.3 16287.8 923.889 -48937.6 -32427.8 38299.5 608.413 7487.81 -1482.91 -940.068 42559.1 18147.7 -1693.3 1356.83 -2298.57 19876.2
internal_weight=0 14372 7381 241 205 154 6991 501 62 51 51 103 439 416 367 49 7140 44 58 45 6490 1513 4977 4935 84 64 4851 3385 2827 558
internal_count=4318164 14372 7381 241 205 154 6991 501 62 51 51 103 439 416 367 49 7140 44 58 45 6490 1513 4977 4935 84 64 4851 3385 2827 558
is_linear=0
shrinkage=0.1


Tree=2831
num_leaves=31
num_cat=0
split_feature=5 3 1 2 3 4 0 1 1 1 4 1 5 1 4 1 0 5 4 5 1 0 1 0 0 5 0 1 0 1
split_gain=8.22007e+11 5.87707e+12 1.62518e+13 1.65083e+13 2.81823e+13 2.65143e+13 4.04865e+13 2.51991e+13 5.8456e+13 4.34719e+13 4.19468e+13 3.5954e+13 3.6401e+13 2.15911e+13 1.92615e+13 1.87327e+13 2.46882e+13 1.84581e+13 1.78326e+13 1.62842e+13 3.74939e+13 1.67589e+13 1.48679e+13 3.71655e+13 2.88891e+13 2.43614e+13 2.14369e+13 1.45774e+13 1.4011e+13 1.22796e+13
threshold=142.05000000000004 3.5000000000000004 113.46563545000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 59.932719750000011 49.073956850000009 50.227799100000006 38.058342000000003 2.5000000000000004 39.003296000000006 177.02500000000003 92.815157350000007 3.5000000000000004 37.752451500000006 59.916647550000008 177.02500000000003 4.5000000000000009 150.04500000000004 38.959914000000005 55.946414150000003 46.037218400000008 55.975961550000008 55.061033200000004 225.45000000000002 57.692655200000004 83.006817700000013 60.693675950000006 55.957851400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 7 19 9 -9 15 -11 -12 -13 28 -14 16 17 -6 22 -7 21 -21 23 25 -24 -5 -25 29 -2 -10
right_child=1 -3 -4 18 5 6 -8 8 27 10 11 12 14 -15 -16 -17 -18 -19 -20 20 -22 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=3.0288865843849115 -3912.075494807782 -72.424748464405837 66120.05707535283 -20953.019737333409 -120070.37884615385 80633.167916666673 -136392.01289062502 124548.14363839287 -69380.751765625013 -1140.7752556818184 -214822.49830729165 -116393.36287796586 56672.953409090907 96407.349558423914 -67412.174892241383 81557.680485733697 64285.175958806823 7711.9964062500003 -12045.945092385913 -103409.70347764758 34760.560046386723 -9361.8995176696772 46011.382413903062 166261.37246093751 -71973.725618489596 98103.688315217398 41237.118782552083 -85205.890366210951 78824.213262648816 15144.204732776991
leaf_weight=4297453 808 18676 31 68 26 30 20 28 25 55 24 108 22 23 29 23 22 20 189 36 128 40 49 32 36 23 24 40 21 55
leaf_count=4297453 808 18676 31 68 26 30 20 28 25 55 24 108 22 23 29 23 22 20 189 36 128 40 49 32 36 23 24 40 21 55
internal_value=0 -628.483 -5731.65 -6843.12 -11523.7 -25928.6 170.398 -39826.2 -5557.26 -55242 -77719 -100734 -83513.4 835.353 -13885.3 3544.07 -22842.9 -64512.8 10756.4 11842.4 1726.11 -53910.9 29332.5 48582.5 -3958.78 9138.24 112680 -35915.2 -1816.22 -11269.8
internal_weight=0 20711 2035 2004 1583 731 254 477 148 329 238 183 159 852 51 91 68 46 421 234 204 76 232 147 85 91 56 120 829 80
internal_count=4318164 20711 2035 2004 1583 731 254 477 148 329 238 183 159 852 51 91 68 46 421 234 204 76 232 147 85 91 56 120 829 80
is_linear=0
shrinkage=0.1


Tree=2832
num_leaves=31
num_cat=0
split_feature=5 0 4 0 5 0 2 3 1 1 4 5 3 3 5 0 3 1 5 5 5 5 2 2 5 1 5 3 3 5
split_gain=7.44654e+11 4.57918e+12 1.94894e+13 2.08215e+13 5.66022e+13 1.99146e+13 2.43281e+13 2.68421e+13 3.0288e+13 2.82288e+13 3.00782e+13 8.87387e+13 5.28073e+13 3.21809e+13 4.43758e+13 4.15413e+13 3.572e+13 3.09909e+13 2.1189e+13 2.11519e+13 2.05348e+13 1.96559e+13 3.053e+13 1.82321e+13 1.74977e+13 1.69725e+13 1.64282e+13 2.2183e+13 4.11052e+13 1.61721e+13
threshold=96.015000000000015 55.762622900000004 1.5000000000000002 60.035045000000004 150.04500000000004 55.784980300000008 1.5000000000000002 22.500000000000004 52.395917250000004 49.201680550000006 3.5000000000000004 116.06000000000002 5.5000000000000009 9.5000000000000018 118.33500000000002 55.769960200000007 7.5000000000000009 38.422276900000007 112.04500000000002 114.05000000000001 128.92000000000004 161.85000000000002 3.5000000000000004 4.5000000000000009 125.85000000000001 37.726745000000001 109.05000000000001 7.5000000000000009 10.500000000000002 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 29 -5 6 -4 8 9 10 11 12 -8 15 -15 -12 17 -17 25 -11 -19 22 -22 -10 -18 -14 27 -27 -29 -3
right_child=1 2 5 4 -6 -7 7 -9 23 19 13 -13 18 14 -16 16 24 20 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=7.8660224210135965 231.88833598869797 64031.154965505295 35282.401160386034 -182971.52812500001 26847.295583767365 -847.40328280696144 94508.376550292975 14774.718604488296 115130.34923437501 -39884.687715577136 -97045.2195265997 -87700.977951632725 -83521.721055640257 9715.8638845486112 173816.15640024038 137601.4488425926 6797.2608610733696 -57591.244892939823 59658.423150275747 -115006.48008811258 -8253.2769531249996 -34944.645089285717 153858.96971153846 -2361.2196847098216 -111896.95503472222 -87468.653746448865 64323.268229166664 99547.244348958338 -24175.911644458771 11568.88627569124
leaf_weight=4168594 89847 62 102 20 36 56838 48 251 25 253 42 178 41 45 26 27 23 27 34 44 21 21 26 28 27 44 24 30 256 1124
leaf_count=4168594 89847 62 102 20 36 56838 48 251 25 253 42 178 41 45 26 27 23 27 34 44 21 21 26 28 27 44 24 30 256 1124
internal_value=0 -219.23 -897.891 11497.9 -48088 -1161.15 -12014.9 -15145.5 -20967.2 -24138.9 -15647.6 -27447.1 -4962.43 11470.5 69808.9 -7884.71 13887 43061.1 -16092 -51013.8 16191.7 45487.9 81425.8 53059.3 -57297.6 -22612.3 -15557.8 -21367.4 -11198 14311.4
internal_weight=0 149570 59723 1242 56 58481 1643 1541 1290 1237 940 655 477 285 71 214 172 122 429 297 95 68 47 53 50 395 354 330 286 1186
internal_count=4318164 149570 59723 1242 56 58481 1643 1541 1290 1237 940 655 477 285 71 214 172 122 429 297 95 68 47 53 50 395 354 330 286 1186
is_linear=0
shrinkage=0.1


Tree=2833
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 3 1 4 0 3 3 1 3 4 1 1 3 2 1 0 1 1 6 0 1 1 3 3
split_gain=8.22752e+11 8.08307e+12 4.07296e+13 2.83765e+13 2.44993e+13 4.07556e+13 5.51313e+13 2.85776e+13 2.50957e+13 2.43536e+13 2.26448e+13 3.23208e+13 3.10981e+13 2.83082e+13 4.18705e+13 3.01993e+13 2.92129e+13 3.01558e+13 2.53652e+13 3.66879e+13 2.23028e+13 2.76424e+13 2.02885e+13 2.15806e+13 1.92166e+13 4.10401e+13 1.98572e+13 1.89594e+13 1.89158e+13 3.41223e+13
threshold=81.910000000000011 81.00500000000001 39.739656000000004 28.619594500000002 30.278357500000002 55.74310830000001 55.734663800000007 24.500000000000004 30.243224600000001 2.5000000000000004 55.793358600000012 23.500000000000004 24.500000000000004 30.305955500000003 10.500000000000002 2.5000000000000004 30.370618100000005 30.425002000000003 11.500000000000002 16.500000000000004 30.160599000000001 59.990816400000007 37.869926150000005 37.889331900000009 1.5000000000000002 55.674875350000008 37.737121850000008 39.143775600000005 16.500000000000004 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 7 22 20 -10 18 13 -13 14 -12 16 -15 -18 -7 -20 21 -5 -6 -24 26 27 -9 -26 -17 -30
right_child=-2 2 -4 4 5 10 -8 24 9 -11 11 12 -14 15 -16 28 17 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-7.0686372342433437 140.06321430798602 41998.993898809531 4845.3105083998953 -73767.835954301074 -20863.596260417929 95922.424218750006 -171539.05073029891 -63482.079498737621 -104960.90016150843 -24596.981223244864 107610.74924999999 74476.350812190605 4863.4640139493076 -72771.041332653986 -34997.429352678577 -14830.5431896798 79922.135597278233 -36670.317495962292 -9666.6303253448768 137470.00491699218 8408.3533095283747 44677.303660156256 67442.971458333341 -3745.7797207691638 31817.071837797623 -210078.14148437502 3210.1599370216841 -81080.430514705891 30264.703397930793 -27595.931752604167
leaf_weight=3927731 382266 105 3576 93 1033 51 23 82 78 73 50 101 176 138 35 629 31 78 111 20 163 25 45 793 21 20 98 51 318 150
leaf_count=3927731 382266 105 3576 93 1033 51 23 82 78 73 50 101 176 138 35 629 31 78 111 20 163 25 45 793 21 20 98 51 318 150
internal_value=0 -13.6034 -3156.32 -9388.92 -10591.7 -8179.32 -17540.4 -15887.5 -33230.2 -66109.5 2560.08 -1017.01 30245.8 -7077.05 48889.7 -10616.6 -42206.9 -3511 36090.4 12797 -15562 -48673.5 -11484.5 77.0052 -46174.4 -83353.3 -27171.9 -48152 -3503.76 11719.6
internal_weight=0 3.9359e+06 8167 4591 4486 4054 2166 2143 432 151 1888 1706 277 1429 85 1344 247 109 182 131 281 118 1871 838 272 92 180 72 1097 468
internal_count=4318164 3935898 8167 4591 4486 4054 2166 2143 432 151 1888 1706 277 1429 85 1344 247 109 182 131 281 118 1871 838 272 92 180 72 1097 468
is_linear=0
shrinkage=0.1


Tree=2834
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 0 2 3 1 3 4 3 1 1 1 2 1 2 0 1 2 0 0 3 4 0 0 0 1 0
split_gain=7.38376e+11 1.14729e+13 2.74212e+13 2.05114e+13 1.78146e+13 1.92464e+13 1.75002e+13 1.46483e+13 3.15189e+13 4.10982e+13 3.82759e+13 2.07972e+13 2.98377e+13 2.23702e+13 8.04721e+13 4.88832e+13 2.45712e+13 2.50002e+13 2.10515e+13 2.3123e+13 2.14471e+13 2.09491e+13 2.86837e+13 1.92088e+13 1.76521e+13 7.1159e+13 2.27507e+13 2.24109e+13 1.67273e+13 2.10815e+13
threshold=123.15000000000002 120.05000000000001 6.5000000000000009 20.507360500000004 25.500000000000004 56.819808050000006 24.500000000000004 18.500000000000004 30.305955500000003 20.500000000000004 3.5000000000000004 13.500000000000002 82.926290250000008 38.969379750000009 39.003296000000006 14.500000000000002 37.832345550000007 4.5000000000000009 56.838612000000005 39.047276750000002 4.5000000000000009 55.551692500000009 55.899899800000007 17.500000000000004 3.5000000000000004 55.034903650000011 55.030402950000003 55.141517900000004 104.38035940000002 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 11 -9 10 -10 28 13 16 -15 18 21 -18 19 -16 -20 -13 -23 -24 26 -26 -21 -28 29 -4
right_child=-2 2 4 -5 5 -7 -8 8 9 -11 -12 12 -14 14 15 -17 17 -19 20 24 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=1.118466529014069 408.67044048207777 97888.0580625 -12906.763510775723 6301.0359245935506 138895.54626358696 -35310.927190896742 18028.5139375 68033.191824161317 -117227.88873866289 -16572.024706847493 13761.287864583333 -32549.174275362318 -52635.795107298269 223017.639375 124513.11312500002 -78311.350016622338 54979.679062500007 -68624.068057725701 171071.38468750002 -43889.729902343752 34444.38650896991 99374.802989130432 -21899.518562940142 89050.188437500008 192791.18421875002 -11270.563585069445 109153.83766406251 2971.1227186694591 71340.658542798919 -87212.594701522437
leaf_weight=4269928 43763 25 1820 1117 23 23 25 34 87 417 30 69 79 20 20 47 20 90 20 80 27 46 71 20 25 54 25 97 23 39
leaf_count=4269928 43763 25 1820 1117 23 23 25 34 87 417 30 69 79 20 20 47 20 90 20 80 27 46 71 20 25 54 25 97 23 39
internal_value=0 -4.18413 -5066.04 8306.01 -9650.52 39903.6 75944 -10729.8 -25322.9 -31266.9 -83640.9 -7650.68 5747.07 12056.6 27321.6 17412.9 -7990.78 -46150.7 30341.2 20622.3 92583.5 12385.9 35017.4 2485.03 13227.9 53305.9 -2446.21 24729.9 -13417 -14465.6
internal_weight=0 4.2744e+06 4473 1142 3331 71 48 3260 568 534 117 2692 810 731 415 395 316 110 348 301 47 206 137 91 281 79 202 122 1882 1859
internal_count=4318164 4274401 4473 1142 3331 71 48 3260 568 534 117 2692 810 731 415 395 316 110 348 301 47 206 137 91 281 79 202 122 1882 1859
is_linear=0
shrinkage=0.1


Tree=2835
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 0 2 0 0 4 0 2 3 0 6 1 0 2 3 0 2 2 0 2 0 2 1 3 6 3
split_gain=8.13345e+11 6.74623e+12 2.81889e+13 3.37136e+13 3.81495e+13 4.41137e+13 3.92896e+13 3.9684e+13 4.26556e+13 4.69812e+13 3.39178e+13 2.53112e+13 2.60044e+13 3.91995e+13 2.49792e+13 2.43617e+13 2.38147e+13 4.38884e+13 3.80906e+13 3.53835e+13 3.70378e+13 2.57654e+13 2.372e+13 2.7221e+13 3.56544e+13 2.36388e+13 5.22975e+13 4.11083e+13 4.67426e+13 3.63867e+13
threshold=150.04500000000004 161.85000000000002 44.083877800000003 9.5000000000000018 59.950068600000009 55.664473600000008 4.5000000000000009 45.063245200000004 45.070824200000011 3.5000000000000004 54.708501450000007 3.5000000000000004 8.5000000000000018 57.814144100000007 1.5000000000000002 39.011252750000004 55.046835900000012 4.5000000000000009 19.500000000000004 56.635684300000008 12.500000000000002 12.500000000000002 51.717367500000009 13.500000000000002 54.725565150000001 2.5000000000000004 82.961358250000018 5.5000000000000009 1.5000000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 15 -9 10 -10 12 13 25 -7 -8 22 -18 19 21 -21 -19 -13 -24 -25 27 -27 -4 -29 -30
right_child=1 -3 11 4 -6 14 7 8 9 -11 -12 16 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=2.6140380925664353 16382.565312669183 456.91592126113346 -15111.45224313447 -98526.73046875 -97483.203841145849 -38623.989012419872 35737.185469098775 -128600.15738031916 148043.03462975545 -60450.384687097292 -14568.846794181036 -28581.680714733197 -54458.264953315549 -146273.10803571431 50162.153336203308 -26950.701521809897 36089.162653410349 -48459.156252178211 23131.708568785245 -20125.743441696799 121470.2013671875 -136426.19083059212 34864.405899717756 43447.184114583331 -138719.86193181819 -8275.5674170778511 -160804.83376116073 -26861.462176724141 236955.53343750001 60352.664116559718
leaf_weight=4302555 1039 11818 165 58 48 39 175 47 23 97 29 106 246 21 169 96 141 269 133 242 20 38 328 21 22 114 28 29 20 28
leaf_count=4302555 1039 11818 165 58 48 39 175 47 23 97 29 106 246 21 169 96 141 269 133 242 20 38 328 21 22 114 28 29 20 28
internal_value=0 -720.549 -4391.16 4582.5 -11115.7 -5459.95 -20901.4 -11260.5 -45537.8 -19336.9 57355.6 -12677.3 -28813.8 -13237.2 33514.8 13530.4 -4719.11 -14822.8 -25048.7 -36310.6 -9316.89 -59347.6 13137.2 25056.8 -49754.6 -5961.81 -38351.8 13043.9 73376.7 133937
internal_weight=0 15609 3791 1820 781 733 525 467 196 149 52 1971 651 405 208 271 1320 843 702 569 262 307 477 371 43 384 142 242 77 48
internal_count=4318164 15609 3791 1820 781 733 525 467 196 149 52 1971 651 405 208 271 1320 843 702 569 262 307 477 371 43 384 142 242 77 48
is_linear=0
shrinkage=0.1


Tree=2836
num_leaves=31
num_cat=0
split_feature=5 4 0 0 1 5 2 2 5 3 3 1 1 2 3 3 0 0 4 0 1 5 5 3 0 5 0 2 3 3
split_gain=7.7513e+11 1.65314e+13 1.80529e+13 4.52555e+13 7.74173e+13 3.8787e+13 5.35431e+13 8.8014e+13 3.53378e+13 3.42559e+13 2.99844e+13 3.13653e+13 2.63185e+13 5.2396e+13 2.46541e+13 2.30083e+13 2.28838e+13 3.0718e+13 2.10785e+13 3.32677e+13 2.75675e+13 2.83631e+13 2.51897e+13 2.51489e+13 2.55243e+13 2.10657e+13 2.15166e+13 2.9471e+13 2.03479e+13 2.36609e+13
threshold=77.00500000000001 2.5000000000000004 53.310923100000004 54.194619400000008 37.914142000000005 79.010000000000005 6.5000000000000009 8.5000000000000018 77.715000000000018 20.500000000000004 18.500000000000004 37.792847950000002 37.792847950000002 6.5000000000000009 17.500000000000004 20.500000000000004 55.755036050000008 54.708501450000007 1.5000000000000002 54.986619450000006 92.928903050000017 78.010000000000005 79.010000000000005 13.500000000000002 56.24640500000001 77.715000000000018 44.893607100000004 7.5000000000000009 11.500000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 -4 6 -6 -8 9 10 16 -12 13 14 -2 25 17 -5 19 -10 21 -21 23 24 -23 -15 -27 28 -28 -30
right_child=1 -3 3 8 5 -7 7 -9 18 -11 11 -13 -14 15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-15.053190500668563 -25151.20220296058 344.11231312857649 138033.59589843752 109755.19927394703 2361.9905475616456 -19389.156350143578 -183279.32280691966 -9566.2377109374993 -14651.696345364799 -14926.302987609688 145608.2044407895 11236.787963867188 2040.9445838884621 -84571.786750000014 55612.832577123401 88596.869436383946 27300.787194656543 -9275.4728522891091 -3943.7105398681197 -43299.410072544648 -81488.734649493243 152822.63286779067 4955.3114572633658 12928.384232954546 27360.434072580643 -9532.1646020306052 24008.107648026315 8202.0220721092464 181636.62795312502 53482.573182588472
leaf_weight=3834157 1225 421593 28 23 64 638 70 50 1042 349 38 32 19860 25 39 35 728 378 30420 119 37 34 6233 99 31 363 57 338 25 34
leaf_count=3834157 1225 421593 28 23 64 638 70 50 1042 349 38 32 19860 25 39 35 728 378 30420 119 37 34 6233 99 31 363 57 338 25 34
internal_value=0 119.247 -1399.67 -2654.53 -25484.8 -31054.7 -71503.8 -110899 -2164.03 12646.4 20672.1 84181.3 905.337 -9628.6 -22659.3 9152.21 16734.5 -2448.28 -2767.12 1945.45 4584.59 5073.34 5973.19 44658.9 92986.8 5849.88 8616.76 23127.9 66618.8 107785
internal_weight=0 484007 62414 40413 850 822 184 120 39563 1548 1199 70 22001 2141 1264 877 1129 401 38015 7595 6553 6516 6397 164 65 842 817 454 116 59
internal_count=4318164 484007 62414 40413 850 822 184 120 39563 1548 1199 70 22001 2141 1264 877 1129 401 38015 7595 6553 6516 6397 164 65 842 817 454 116 59
is_linear=0
shrinkage=0.1


Tree=2837
num_leaves=31
num_cat=0
split_feature=5 6 5 3 1 1 5 0 0 5 5 3 0 1 1 0 5 3 4 1 0 2 2 5 1 1 5 1 2 3
split_gain=8.04634e+11 5.93739e+12 1.20942e+13 1.37029e+13 2.61126e+13 3.69214e+13 2.14933e+13 3.42423e+13 4.47219e+13 2.00259e+13 3.30514e+13 2.97572e+13 4.59797e+13 2.79101e+13 5.41553e+13 3.57484e+13 3.01015e+13 3.22855e+13 6.70108e+13 3.04722e+13 6.77175e+13 3.1425e+13 2.6972e+13 3.58254e+13 2.91683e+13 2.85534e+13 2.58432e+13 2.68939e+13 2.5323e+13 3.951e+13
threshold=89.00500000000001 1.5000000000000002 105.35000000000001 8.5000000000000018 82.888608650000023 82.926290250000008 116.06000000000002 59.932719750000011 59.755965500000009 120.05000000000001 128.92000000000004 11.500000000000002 60.003414000000006 53.140944450000006 56.135466100000009 57.157092150000004 132.05000000000004 11.500000000000002 1.0000000180025095e-35 43.574807850000006 44.893607100000004 8.5000000000000018 2.5000000000000004 137.05000000000004 39.188277450000008 49.236330900000006 225.45000000000002 46.037218400000008 2.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -4 11 -11 12 -5 16 -15 -16 19 26 -19 20 -12 -22 23 -20 -25 -24 28 -28 29 -18
right_child=1 -3 3 9 5 -7 -8 -9 -10 10 13 -13 -14 14 15 -17 17 18 22 -21 21 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=10.017919623496503 -2158.6967665998454 106.69584764584536 -15310.204319484328 18409.703480607375 -157559.04341032612 -23667.442153543387 3063.0431180181977 -75312.076816641566 53677.782690899192 -12727.07757851771 215629.82634943185 2333.0696339010856 -113017.34180772571 113771.91111438681 14470.96713242327 -60488.057806669785 78022.31722610828 -173152.07120139385 61984.368203124999 -14975.010011061948 65406.712086759871 -24422.311735026044 8961.9854014043576 -30475.264621803981 -172099.50530348558 -99058.181138183601 88436.857499999998 -41785.081613685346 -50578.975773503895 -55310.05292119566
leaf_weight=4097479 35793 167384 974 1888 23 197 2483 83 104 1921 22 6342 27 53 1262 67 43 22 20 113 95 66 1156 33 26 25 35 29 353 46
leaf_count=4097479 35793 167384 974 1888 23 197 2483 83 104 1921 22 6342 27 53 1262 67 43 22 20 113 95 66 1156 33 26 25 35 29 353 46
internal_value=0 -186.004 -1105.18 1048.6 -4208.43 -37665.2 -2188.53 -13419.9 -8654.59 2537.39 -2205.71 5631.87 16556.7 3625.66 14645.1 10692 -3681.88 -8571.86 -129.741 25856.2 51069 28582.4 2891.28 -53678.3 -92885.9 6675.36 -29960.8 29430 -38560.4 9108.96
internal_weight=0 220685 53301 17508 3864 220 3644 1161 1078 13644 5387 8257 1915 3466 1382 1329 2084 1788 1282 296 183 161 1260 79 59 1181 506 64 442 89
internal_count=4318164 220685 53301 17508 3864 220 3644 1161 1078 13644 5387 8257 1915 3466 1382 1329 2084 1788 1282 296 183 161 1260 79 59 1181 506 64 442 89
is_linear=0
shrinkage=0.1


Tree=2838
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 2 1 3 0 3 6 2 3 1 2 0 4 4 1 0 3 3 4 2 2 0 0 1 3 1
split_gain=8.35534e+11 7.50954e+12 3.92878e+13 4.98617e+13 4.03541e+13 3.92049e+13 3.46023e+13 3.47898e+13 3.30528e+13 4.51161e+13 2.57264e+13 3.92579e+13 3.75427e+13 4.97134e+13 3.94012e+13 2.96596e+13 2.79702e+13 2.567e+13 2.47424e+13 3.28305e+13 3.02789e+13 2.7749e+13 2.36491e+13 2.3543e+13 2.24725e+13 2.28429e+13 4.51141e+13 2.88542e+13 2.23475e+13 3.03803e+13
threshold=105.35000000000001 104.75000000000001 59.950068600000009 59.990816400000007 30.315880100000005 10.500000000000002 38.984911950000004 14.500000000000002 45.029420750000007 13.500000000000002 1.5000000000000002 4.5000000000000009 21.500000000000004 39.488326500000007 8.5000000000000018 55.046835900000012 2.5000000000000004 3.5000000000000004 38.959914000000005 55.727011600000004 19.500000000000004 15.500000000000002 2.5000000000000004 3.5000000000000004 12.500000000000002 55.030402950000003 55.055104550000003 53.243495500000009 15.500000000000002 82.907204800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 23 22 10 7 -7 9 -8 11 -6 28 14 -14 -15 -13 -5 19 21 -20 -9 -3 -4 25 -10 -27 -28 -12 -30
right_child=-2 2 3 17 5 6 8 18 24 -11 12 16 13 15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=1.9811975929031587 -296.85587392137808 -56275.018984374998 -40072.646955818971 -30319.075406461154 9523.6746649380402 105511.31653180806 -19459.965343750002 -68491.25 11845.100811298078 139672.80879437848 3957.3377755143761 55848.251875000009 57120.655029296875 -123366.70968750001 205071.79179687501 34928.09261853448 -54679.635184972431 49169.236586216517 -109326.11946105957 -44126.263363680278 17463.125176411293 45145.365022467326 57671.589527803313 -159712.94329769738 7790.2846245260798 145246.33812779019 88424.550450721159 -33218.396143830134 -30139.5083882914 54230.69970703125
leaf_weight=4220499 92777 20 29 148 232 28 25 25 91 62 2324 25 72 20 24 29 272 56 48 93 31 153 204 38 272 56 39 39 385 48
leaf_count=4220499 92777 20 29 148 232 28 25 25 91 62 2324 25 72 20 24 29 272 56 48 93 31 153 204 38 272 56 39 39 385 48
internal_value=0 6.51808 3923.84 -33081 6095.88 3984.79 21825.5 -1748.05 37083.8 93945 -1017.47 -21299 2679.6 52275.8 94108.4 -29682 -45375.9 -8498.75 -10328.8 4026.63 -59573.4 29185.2 47497.8 -107928 27130.2 50510 76767.4 27603.1 71.1701 -20786.7
internal_weight=0 4.22539e+06 4888 271 4617 4393 962 378 584 87 3431 529 2902 145 96 49 297 204 350 271 79 178 224 67 497 225 134 78 2757 433
internal_count=4318164 4225387 4888 271 4617 4393 962 378 584 87 3431 529 2902 145 96 49 297 204 350 271 79 178 224 67 497 225 134 78 2757 433
is_linear=0
shrinkage=0.1


Tree=2839
num_leaves=31
num_cat=0
split_feature=1 1 2 5 5 3 3 5 5 5 4 3 6 3 6 5 0 0 5 5 6 5 0 5 5 0 0 0 5 0
split_gain=7.78449e+11 1.21419e+13 2.9633e+13 4.40717e+13 3.1303e+13 3.06259e+13 3.01143e+13 2.73723e+13 2.46943e+13 3.56899e+13 7.80258e+13 9.65821e+13 9.8842e+13 5.84042e+13 1.3457e+14 3.92087e+13 4.17397e+13 3.86286e+13 3.61488e+13 3.55271e+13 7.83289e+13 2.75431e+13 2.70492e+13 2.65874e+13 2.63208e+13 2.51393e+13 1.95839e+14 6.91e+13 3.57688e+13 6.17187e+13
threshold=37.457850350000008 37.436176200000013 4.5000000000000009 35.985000000000007 105.35000000000001 15.500000000000002 14.500000000000002 30.990000000000006 81.00500000000001 93.00500000000001 2.5000000000000004 9.5000000000000018 1.5000000000000002 15.500000000000002 1.5000000000000002 83.010000000000005 55.591389050000011 55.826364100000013 97.050000000000011 76.730000000000018 1.5000000000000002 84.030000000000015 55.591389050000011 94.040000000000006 75.750000000000014 55.812836050000008 55.727011600000004 55.826364100000013 39.025000000000013 55.68356880000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -6 -7 19 10 -10 12 -12 14 21 -15 -17 -14 23 24 22 -13 -21 -11 25 26 28 -27 29 -5
right_child=-2 2 3 8 6 7 -8 -9 9 18 11 13 17 15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=29.566463576267445 -18.733229161672675 -1748.6461368891685 6081.5500748938794 39198.391487084642 -12250.539283752441 -4522.8064394656749 -119719.24932528409 -35641.689665648206 -116063.07857142857 -5940.5828437500004 -77701.549342830884 181136.852125 195914.16698369567 145569.63701685856 20958.352852470933 -69156.500537109372 61747.1599691952 12638.082472826087 20333.414885577677 -110076.79335227274 45687.680014272839 324366.9931034483 -33136.16074069553 -117758.51665434966 77767.376548295462 -74021.353958333333 80903.281073901686 3790.2371960752826 3670.2259028893259 -88091.314919969518
leaf_weight=685966 3614531 6456 946 537 64 642 44 505 28 50 85 25 23 38 43 32 102 23 279 55 130 29 270 37 55 120 385 2332 4291 41
leaf_count=685966 3614531 6456 946 537 64 642 44 505 28 50 85 25 23 38 43 32 102 23 279 55 130 29 270 37 55 120 385 2332 4291 41
internal_value=0 96.2318 2684.68 5833.67 -2641.83 -7238.2 -56034.1 -18223.8 8870.23 25710.8 45316.4 56613 -13801 90903.8 152951 55911.9 30486.6 104276 2783.96 7242.74 -19915.6 258057 -46156.9 -53495.3 8834.94 8342.95 12244.9 -17.8341 6815.92 30169.2
internal_weight=0 703633 17667 11103 6564 2093 108 1147 9010 794 428 400 131 269 97 172 134 46 366 8216 455 54 325 87 7761 7706 5254 2452 4869 578
internal_count=4318164 703633 17667 11103 6564 2093 108 1147 9010 794 428 400 131 269 97 172 134 46 366 8216 455 54 325 87 7761 7706 5254 2452 4869 578
is_linear=0
shrinkage=0.1


Tree=2840
num_leaves=31
num_cat=0
split_feature=5 3 1 1 3 5 4 1 4 1 1 0 1 2 1 5 0 0 5 2 0 4 1 1 5 2 0 2 2 4
split_gain=7.52461e+11 4.34819e+12 1.38249e+13 3.63075e+13 5.41986e+13 4.36178e+13 4.81044e+13 4.66217e+13 6.32036e+13 3.78733e+13 4.10952e+13 2.97869e+13 5.05933e+13 6.84693e+13 4.97298e+13 4.66744e+13 3.49079e+13 6.63549e+13 5.59109e+13 4.35869e+13 3.83168e+13 5.75145e+13 5.96814e+13 7.57697e+13 5.06097e+13 4.00089e+13 4.35418e+13 3.96682e+13 5.35977e+13 3.41983e+13
threshold=96.015000000000015 5.5000000000000009 52.395917250000004 82.91993380000001 4.5000000000000009 161.85000000000002 4.5000000000000009 82.911991800000024 3.5000000000000004 60.611165000000007 60.58031445000001 47.425481600000005 43.94115175000001 1.5000000000000002 43.048525950000005 105.35000000000001 56.320495600000008 56.338501050000012 137.05000000000004 2.5000000000000004 55.793358600000012 4.5000000000000009 47.282206100000003 49.073956850000009 142.05000000000004 3.5000000000000004 55.842510000000011 2.5000000000000004 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -4 7 -7 9 -9 10 -6 -2 14 -14 -13 -16 20 18 -18 -20 29 22 24 -24 -22 26 -25 -26 -29 -15
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 12 13 16 15 -17 17 -19 19 -21 21 -23 23 25 27 -27 -28 28 -30 -31
leaf_value=7.9071522987249203 -4860.5220281958473 42.81458191749936 1090.6638615846882 2580.0009055445494 -33190.600101110176 -3640.3566948895896 109777.60834441491 -162590.61266335228 17851.6414453125 -13874.421981832005 -106769.53318117978 866.38294804785221 -18721.03981786704 -21376.016078674911 12942.37157759233 -78460.730753062133 172531.81048076926 20503.787672961596 153367.11544471156 -4709.1646079009433 52171.429616644666 -76321.891641671318 -96079.079300820711 64705.625351234252 -70543.809270562066 -48844.626685052172 -91477.484821428574 129047.05514914774 -39544.235724431819 40311.159097129879
leaf_weight=4168594 7901 120789 1926 3485 516 183 47 55 30 1341 89 10343 482 103 88 153 65 284 26 53 358 84 99 119 72 76 21 33 44 705
leaf_count=4168594 7901 120789 1926 3485 516 183 47 55 30 1341 89 10343 482 103 88 153 65 284 26 53 358 84 99 119 72 76 21 33 44 705
internal_value=0 -220.376 -1324.94 -4960.39 -11236.5 -21737.3 19536.4 -26411.3 -98905.1 -23244.8 -44014.6 -3.65451 2901.71 15331.7 -179.947 -45085.3 22994.4 48541.1 103837 47315.9 16615.1 2495.26 10549.6 -23635.2 31788.6 9568.29 41278.2 -17184.9 32709.2 32447.6
internal_weight=0 149570 28781 7672 4187 2261 230 2031 85 1946 605 21109 13208 2624 10584 241 2142 428 144 79 1714 906 822 315 507 216 140 149 77 808
internal_count=4318164 149570 28781 7672 4187 2261 230 2031 85 1946 605 21109 13208 2624 10584 241 2142 428 144 79 1714 906 822 315 507 216 140 149 77 808
is_linear=0
shrinkage=0.1


Tree=2841
num_leaves=31
num_cat=0
split_feature=5 0 5 0 2 0 6 5 1 5 5 2 3 4 3 3 3 1 2 2 0 1 4 5 1 0 4 5 0 3
split_gain=8.16549e+11 1.6314e+13 4.40367e+13 6.14033e+13 7.74969e+13 4.71684e+13 1.10797e+14 8.31381e+13 5.53396e+13 7.49101e+13 1.71482e+14 8.24745e+13 4.42838e+13 4.39447e+13 3.66341e+13 5.14381e+13 4.92155e+13 8.00218e+13 4.93215e+13 5.10244e+13 6.16325e+13 5.01001e+13 1.11876e+14 6.32636e+13 4.00042e+13 3.6054e+13 5.43021e+13 1.22441e+14 8.0762e+13 6.4147e+13
threshold=77.00500000000001 59.846652800000008 80.815000000000012 59.982527000000012 1.5000000000000002 59.853570100000006 1.5000000000000002 86.02500000000002 30.207352000000004 110.05000000000001 114.05000000000001 2.5000000000000004 8.5000000000000018 2.5000000000000004 22.500000000000004 23.500000000000004 11.500000000000002 30.388336800000001 6.5000000000000009 4.5000000000000009 59.853570100000006 30.278357500000002 2.5000000000000004 78.010000000000005 30.323743050000001 59.755965500000009 2.5000000000000004 78.010000000000005 59.820733200000006 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 4 -3 6 7 12 9 11 -11 -8 -4 -10 16 -16 18 -18 19 21 -21 22 -6 -24 -22 -2 27 -27 -28 -29
right_child=1 2 5 -5 14 -7 8 -9 13 10 -12 -13 -14 -15 15 -17 17 -19 -20 20 24 -23 23 -25 -26 26 28 29 -30 -31
leaf_value=-15.450143930508894 6.3398641256979777 -34327.970963151485 -72444.110699957775 -855.86864439108547 -70674.543128551144 -216.54106438558699 -3159.950071957237 -37378.521794153428 -27757.669666318543 -261385.36369047622 46590.45215144231 115211.68231561303 44538.917282885173 34568.026806380214 91155.495815429691 22165.891721130924 -11235.285555022849 29333.459636649084 60300.545260799634 -140756.12220643941 29416.046019658628 41501.989597982625 -37469.541796875004 82681.479462679868 -31984.178294535217 -164010.83565140847 -25497.374360276732 -68004.246128379877 5894.7597309987004 23595.795535296595
leaf_weight=3834157 427266 292 37 4149 143 41955 76 488 162 21 130 261 258 375 160 333 1242 799 357 33 230 953 64 139 197 71 1305 141 2203 167
leaf_count=3834157 427266 292 37 4149 143 41955 76 488 162 21 130 261 258 375 160 333 1242 799 357 33 230 953 64 139 197 71 1305 141 2203 167
internal_value=0 122.391 1780.57 8113.66 15643.9 464.98 16279.8 -12043.6 37916.1 62290.5 3759.38 88516.6 29866.5 15765.9 18782 44556 15725.3 4646.35 26411.5 19533.5 -9087.27 29668.7 -2924.23 44801.4 1088.54 -80.8808 -9668.33 -45627.6 -5783.33 -18338
internal_weight=0 484007 52854 9091 4942 43763 1808 783 1025 488 151 337 295 537 4650 493 4157 2041 2116 1759 460 1299 346 203 427 431153 3887 379 3508 308
internal_count=4318164 484007 52854 9091 4942 43763 1808 783 1025 488 151 337 295 537 4650 493 4157 2041 2116 1759 460 1299 346 203 427 431153 3887 379 3508 308
is_linear=0
shrinkage=0.1


Tree=2842
num_leaves=31
num_cat=0
split_feature=1 2 5 5 5 1 0 0 0 5 3 0 3 5 5 0 6 5 0 5 5 5 0 5 3 0 5 2 3 3
split_gain=7.53414e+11 8.8479e+12 1.06234e+13 1.3172e+13 9.31656e+12 7.87759e+12 2.4597e+13 3.36387e+13 5.72759e+13 4.70484e+13 4.05049e+13 8.46331e+13 1.10046e+14 3.96462e+13 3.78096e+13 3.67636e+13 5.06398e+13 4.66571e+13 4.56085e+13 5.21055e+13 4.44594e+13 6.91719e+13 5.13846e+13 4.12992e+13 3.1858e+13 3.18528e+13 4.64812e+13 3.39751e+13 4.20011e+13 4.5947e+13
threshold=30.226173900000003 17.500000000000004 118.33500000000002 116.06000000000002 112.04500000000002 30.207352000000004 60.063729500000008 60.029906750000002 60.003414000000006 38.905000000000008 12.500000000000002 60.035045000000004 11.500000000000002 55.990000000000002 55.405000000000008 59.963407450000012 1.5000000000000002 82.00500000000001 59.939091550000008 114.05000000000001 43.205000000000005 87.00500000000001 59.990816400000007 75.750000000000014 22.500000000000004 59.853570100000006 50.005000000000003 3.5000000000000004 14.500000000000002 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 8 15 -10 11 12 -9 -14 -13 16 23 24 -19 -20 -17 -22 -23 -7 25 -18 -27 -28 -29 -30
right_child=-2 2 -4 -5 -6 6 -8 10 9 -11 -12 14 13 -15 -16 20 17 18 19 -21 21 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-63.901845488521076 6.6378048439096693 4629.9938446081096 -44706.8265181108 83685.696279761905 -60614.820525568182 -29749.186342057292 -22934.977008854628 26636.819869791667 2938.369919060804 -28618.225918735094 1485.1000217665533 6503.557796706069 103670.47845982143 245637.94662162164 -103089.93854518583 -5895.2939001269224 185.4604911072168 -795.68291454692144 97606.766967773438 -14922.060227423201 32330.433270606009 5535.6637833460372 -84759.539951064566 -137873.45801782853 48061.388250612748 912.76948721036865 7111.5695797857406 -58864.561200914883 8007.3363321068173 -128365.59335937501
leaf_weight=85524 4211803 4218 44 21 22 375 566 165 668 1614 6213 211 42 37 37 1170 1876 253 136 59 1082 205 91 39 102 673 167 513 210 28
leaf_count=85524 4211803 4218 44 21 22 375 566 165 668 1614 6213 211 42 37 37 1170 1876 253 136 59 1082 205 91 39 102 673 167 513 210 28
internal_value=0 -262.851 4177.95 4682.75 4291.46 -450.176 -2448.47 -1722.21 -5627.85 -19380.8 3672.29 31292.2 73105.9 170162 -9847.08 -1130.9 -6634.69 -3202.71 27216.1 63559.6 8440.24 20611.9 -22224 -39934.8 -7021.04 -8641.58 -19049.8 -33684.7 -42756.6 -8036.54
internal_weight=0 106361 4305 4261 4240 102056 16532 15966 9261 2282 6705 492 244 79 248 6979 4431 4017 448 195 2548 1378 296 414 3569 3467 1591 918 751 238
internal_count=4318164 106361 4305 4261 4240 102056 16532 15966 9261 2282 6705 492 244 79 248 6979 4431 4017 448 195 2548 1378 296 414 3569 3467 1591 918 751 238
is_linear=0
shrinkage=0.1


Tree=2843
num_leaves=31
num_cat=0
split_feature=3 2 1 1 1 0 0 0 1 0 0 0 1 0 5 5 1 1 1 5 5 1 0 0 0 1 1 5 4 3
split_gain=7.42939e+11 5.83246e+12 8.02194e+12 1.53605e+13 1.51033e+13 3.21837e+13 1.73691e+13 2.20013e+13 1.21588e+13 1.81537e+13 6.61142e+13 2.51911e+13 2.45293e+13 4.01168e+13 2.24631e+13 2.08537e+13 1.64402e+13 1.44711e+13 1.38786e+13 1.36968e+13 1.42418e+13 1.26469e+13 1.23073e+13 2.11396e+13 1.17551e+13 2.53183e+13 1.97318e+13 2.96258e+13 2.80019e+13 2.10359e+13
threshold=18.500000000000004 16.500000000000004 37.615058950000012 37.737121850000008 37.752451500000006 55.591389050000011 55.701368300000006 55.645049100000001 37.342273500000012 55.674875350000008 55.820531900000013 55.657530000000008 37.475443250000005 55.755036050000008 57.405000000000008 88.015000000000015 37.362912300000012 37.582182450000005 37.436176200000013 46.010000000000012 56.205000000000005 37.487839250000007 55.727011600000004 55.745923000000012 55.87722990000001 37.692869000000009 37.692869000000009 76.730000000000018 2.5000000000000004 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 24 5 -5 7 -7 -3 11 12 18 22 14 -14 16 -12 -18 -10 -13 -21 -17 -11 -24 26 -26 27 -4 29 -28
right_child=-2 2 3 4 -6 6 -8 -9 9 10 15 19 13 -15 -16 21 17 -19 -20 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=27.585125940969171 -103.19177072914938 -909.37890748017753 -2177.6257347470237 58892.741921234134 -928.32621344761503 -40010.747467672416 -24057.699940453505 -170977.98396739131 -26106.194139584091 -73821.710504415765 49418.760213594658 -10782.371354166668 -100728.71723790323 -44853.197622282612 -226767.63774038461 16322.105658783785 -17223.780826365299 51547.978894042972 77.330327051040982 150496.78539062501 40010.375725446429 113483.97107514882 50178.227653952206 -56468.436856897868 72811.310901988632 9507.5705764770519 13374.135011301609 -89776.879305752853 64896.918191135526 -68520.89901785714
leaf_weight=3689517 600644 3358 315 32 21025 29 82 23 258 46 43 21 31 69 26 37 698 32 940 20 28 21 34 41 88 224 302 44 101 35
leaf_count=3689517 600644 3358 315 32 21025 29 82 23 258 46 43 21 31 69 26 37 698 32 940 20 28 21 34 41 88 224 302 44 101 35
internal_value=0 16.6728 -1421.07 -565.145 -1165.54 -31210.7 -52727.9 -97938.6 -4767.94 -10293.3 -19832 -2177.51 -65256.5 -96138.2 -158220 -6330.42 -10669.7 -14209.1 -5561.53 56576.8 86046.4 51501.4 -33098.7 -8121.95 10907.4 27362.5 4465.76 -12914 18710.8 4868.72
internal_weight=0 3.71752e+06 28003 22300 21191 166 134 52 5703 2345 1078 1267 247 126 57 831 773 730 1198 69 48 58 121 75 1109 312 797 359 438 337
internal_count=4318164 3717520 28003 22300 21191 166 134 52 5703 2345 1078 1267 247 126 57 831 773 730 1198 69 48 58 121 75 1109 312 797 359 438 337
is_linear=0
shrinkage=0.1


Tree=2844
num_leaves=31
num_cat=0
split_feature=3 0 0 5 2 1 5 5 5 2 2 1 2 3 5 5 5 3 4 5 4 2 5 1 2 2 2 5 4 5
split_gain=7.45086e+11 6.40129e+12 3.58359e+13 4.59614e+13 2.34821e+13 3.50866e+13 3.00762e+13 3.57323e+13 5.47706e+13 2.90896e+13 2.1402e+13 2.35985e+13 1.71928e+13 1.66461e+13 2.70636e+13 2.51036e+13 1.62917e+13 1.62845e+13 1.51997e+13 1.4612e+13 1.3703e+13 1.37274e+13 1.63583e+13 1.23243e+13 1.86807e+13 2.53442e+13 4.36073e+13 5.72668e+13 6.9639e+13 3.92877e+13
threshold=9.5000000000000018 43.514103700000014 43.465905150000005 24.010000000000002 16.500000000000004 40.810045900000013 37.75500000000001 91.050000000000011 109.05000000000001 9.5000000000000018 4.5000000000000009 39.899261850000009 11.500000000000002 13.500000000000002 48.035000000000004 53.995000000000012 87.395000000000024 10.500000000000002 4.5000000000000009 137.05000000000004 1.5000000000000002 9.5000000000000018 60.310000000000009 39.925119750000007 17.500000000000004 10.500000000000002 8.5000000000000018 79.730000000000018 2.5000000000000004 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 -4 5 6 9 10 -9 -5 13 20 -11 14 -8 -15 17 -7 -18 23 -12 -22 -23 24 25 26 27 28 -2 -29
right_child=1 -3 3 4 -6 16 7 8 -10 12 11 -13 -14 15 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-46.020713117490473 -4456.5842143554892 52.190685349479139 100257.33677153717 -22533.793105177447 66440.138733552638 -7841.0555701792146 24857.552893518521 102902.76917046442 -75454.114962121224 130205.33565340909 -105649.9246875 -112004.1640526448 11114.436168981483 -48248.716051136369 -102320.94872824929 106549.66625000001 -25635.607883357079 14195.568205350988 37971.538835449224 17105.714673967912 -2799.8851624503968 -20290.607812500002 -132799.26180826823 669.42664629865703 -105443.59395507812 19348.949900514981 -54894.117116161658 168609.49795673077 -108536.96624348959 29225.167776656937
leaf_weight=1938624 600 2360585 37 176 38 1883 27 36 33 22 35 109 27 22 44 20 618 408 40 503 63 28 24 13468 20 267 218 26 72 91
leaf_count=1938624 600 2360585 37 176 38 1883 27 36 33 22 35 109 27 22 44 20 618 408 40 503 63 28 24 13468 20 267 218 26 72 91
internal_value=0 37.4933 -1792.86 -10636.5 -11759.7 -12581.8 -33312.6 -48491.7 17601.7 -3561.51 -60751 -76594.3 64583.8 -24437.6 -53957.3 25464.8 -7899.92 -3916.59 -21768.9 344.914 -50863.1 -34188.8 -72217.7 -226.193 -9547.83 -8042.4 -15305.1 -4366.63 -15608.1 60199.5
internal_weight=0 2.37954e+06 18955 3690 3653 3615 666 441 69 225 372 259 49 113 71 42 2949 2291 658 15265 150 115 52 14762 1294 1274 1007 789 672 117
internal_count=4318164 2379540 18955 3690 3653 3615 666 441 69 225 372 259 49 113 71 42 2949 2291 658 15265 150 115 52 14762 1294 1274 1007 789 672 117
is_linear=0
shrinkage=0.1


Tree=2845
num_leaves=31
num_cat=0
split_feature=3 6 1 5 1 4 5 1 0 5 5 0 5 0 0 2 0 1 4 1 5 2 5 1 0 1 0 0 1 0
split_gain=7.19059e+11 5.84618e+12 8.30825e+12 3.15158e+13 6.84239e+12 6.10618e+12 8.91159e+12 1.05734e+13 1.06019e+13 8.32659e+12 8.28121e+12 7.49298e+12 1.2813e+13 9.89502e+12 6.26439e+12 8.11215e+12 7.69869e+12 9.09859e+12 7.35958e+12 6.05504e+12 5.85969e+12 1.01897e+13 6.17116e+12 7.66141e+12 6.30959e+12 2.55967e+13 5.86892e+12 5.88257e+12 5.64468e+12 1.24568e+13
threshold=2.5000000000000004 1.5000000000000002 34.359746700000009 55.005000000000003 30.305955500000003 1.5000000000000002 33.805000000000007 37.559851850000008 44.982728700000003 75.750000000000014 69.610000000000014 55.657530000000008 109.05000000000001 54.194619400000008 47.236539400000005 2.5000000000000004 47.425481600000005 39.488326500000007 4.5000000000000009 40.810045900000013 150.04500000000004 1.5000000000000002 132.05000000000004 43.94115175000001 43.642715500000008 39.969502550000009 57.60800230000001 57.581016350000006 39.925119750000007 43.642715500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -3 28 10 -8 13 -13 -11 -7 16 17 -16 19 -19 22 -22 24 -24 25 -4 27 -26 29 -9
right_child=-2 5 20 4 -6 14 9 8 -10 11 -12 12 -14 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=54541.625531877791 -6.6910270651488508 8003.2989628307305 -87773.996553308825 -40090.749296875001 -120907.66885653409 -864.20404538828643 -3977.3209861038977 43324.303706212202 -1325.8211560003954 20154.374995117189 -47971.885487827036 87150.593347886039 -2512.9461328124999 -48028.8525862069 -26282.303429850261 56943.685336538467 888.57498684804887 9206.9730277881899 58417.894811197919 -40403.343437500007 77878.799672379027 -6150.8962022569449 6865.9044401041674 -68936.858772786465 10983.269404781338 15424.777770102897 -7286.1177747789325 60991.255615234375 1601.4981370466123 7923.4382588460785
leaf_weight=28 4205107 1553 34 20 22 22065 8573 124 15729 80 43 34 30 29 75 26 60264 1546 30 25 31 27 30 24 1183 82 182 24 643 501
leaf_count=28 4205107 1553 34 20 22 22065 8573 124 15729 80 43 34 30 29 75 26 60264 1546 30 25 31 27 30 24 1183 82 182 24 643 501
internal_value=0 248.87 6091.57 -27637.4 -82423.4 160.366 -1137.8 104.954 -616.71 -3760.74 -4196.89 17961 45120.8 2013.88 582.716 1097.94 1074.5 7759.7 9354.42 8417.5 7551.7 38761.5 6390.59 -26824.2 7582.35 -14823.1 9453.51 11977.6 8179.51 14947
internal_weight=0 113057 1687 70 42 111370 27339 18550 16997 8789 8616 173 64 109 84031 61966 61940 1676 1601 1571 1617 58 1559 54 1505 116 1389 1207 1268 625
internal_count=4318164 113057 1687 70 42 111370 27339 18550 16997 8789 8616 173 64 109 84031 61966 61940 1676 1601 1571 1617 58 1559 54 1505 116 1389 1207 1268 625
is_linear=0
shrinkage=0.1


Tree=2846
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 3 5 3 1 0 5 0 0 3 0 1 3 5 3 3 3 5 5 5 2 5 0 5 3
split_gain=6.92267e+11 6.48642e+12 1.71441e+13 1.51359e+13 2.92486e+13 5.94076e+13 3.65168e+13 3.46471e+13 2.96748e+13 2.93897e+13 2.6958e+13 2.93346e+13 2.64879e+13 3.82228e+13 3.26243e+13 3.13927e+13 4.6017e+13 7.01469e+13 3.11673e+13 3.03619e+13 3.86011e+13 2.81507e+13 2.93613e+13 2.80934e+13 3.79087e+13 2.78829e+13 7.07525e+13 2.77178e+13 6.06149e+13 3.49181e+13
threshold=56.758269450000007 56.895161300000005 61.42204370000001 1.5000000000000002 8.5000000000000018 35.911716050000003 7.5000000000000009 73.405000000000015 3.5000000000000004 52.395917250000004 56.819808050000006 84.030000000000015 56.838612000000005 56.831297550000009 7.5000000000000009 56.852744000000008 60.528664650000003 25.500000000000004 116.06000000000002 16.500000000000004 15.500000000000002 29.500000000000004 92.035000000000011 49.995000000000012 55.990000000000002 12.500000000000002 76.00500000000001 56.802385350000009 63.455000000000005 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 8 9 -8 -5 -7 -9 -12 13 27 -15 16 -14 18 -18 20 -16 22 -21 -22 -25 26 -26 -2 -29 -30
right_child=1 -3 -4 4 -6 6 7 10 -10 -11 11 -13 15 14 19 -17 17 -19 -20 21 23 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-20.820143780250021 229.75558711296264 -47.150455436243028 -12031.140814264407 -26962.446066284181 -1026.2793993257335 -17203.734132281556 11446.188065941533 1458.2691051136364 45989.775715512107 1867.9318842624039 169707.40386160716 59067.696366159536 4367.3069337950401 -60509.957476526666 -2211.3177663175875 3358.5927614553289 37688.64765395561 -12332.129730963252 117178.93775540865 -10376.648311540892 7632.2755056479546 10091.969304771124 -46195.479591844902 179260.03242187502 18946.326372181287 -29120.735221354171 183756.3510148332 833.85095374205741 29016.553139795014 5537.9415853785831
leaf_weight=3399081 16558 754338 1060 64 76668 824 373 44 433 41647 35 76 1789 109 1189 10206 959 314 52 3686 194 635 244 24 88 39 37 4750 1599 1049
leaf_count=3399081 16558 754338 1060 64 76668 824 373 44 433 41647 35 76 1789 109 1189 10206 959 314 52 3686 194 635 244 24 88 39 37 4750 1599 1049
internal_value=0 77 645.463 727.554 148.843 2220.17 1822.84 27959.3 36595.5 1497.91 67697.2 93954.1 2325.41 687.025 -6280.71 6040.19 14829 28954.3 41777.2 -5317.38 6673.58 -9443.95 -12600.5 34328.4 61876.6 44698.5 67730.1 2503.42 7592.26 19715.5
internal_weight=0 919083 164745 163685 120164 43496 42999 528 497 42471 155 111 43521 30201 6245 13320 3114 1325 1011 6136 1571 4565 3930 382 188 164 125 23956 7398 2648
internal_count=4318164 919083 164745 163685 120164 43496 42999 528 497 42471 155 111 43521 30201 6245 13320 3114 1325 1011 6136 1571 4565 3930 382 188 164 125 23956 7398 2648
is_linear=0
shrinkage=0.1


Tree=2847
num_leaves=31
num_cat=0
split_feature=5 0 0 3 5 2 1 5 5 1 2 2 5 1 1 1 2 3 1 3 3 2 5 0 1 0 0 2 3 6
split_gain=7.16676e+11 4.43242e+12 2.15445e+13 1.7873e+13 2.20909e+13 3.21352e+13 1.96799e+13 4.43434e+13 2.26461e+13 1.94615e+13 3.20392e+13 2.1211e+13 1.62911e+13 2.6631e+13 7.54691e+13 4.75532e+13 3.43314e+13 3.24094e+13 1.78385e+13 2.77697e+13 4.73286e+13 2.25985e+13 2.02144e+13 2.43894e+13 2.18657e+13 3.1092e+13 1.77965e+13 1.68397e+13 3.28723e+13 2.14736e+13
threshold=96.015000000000015 55.834684950000003 55.826364100000013 7.5000000000000009 101.05000000000001 3.5000000000000004 37.328003200000005 104.75000000000001 128.92000000000004 49.111504200000006 6.5000000000000009 7.5000000000000009 98.020000000000024 37.832345550000007 30.425002000000003 30.434657650000002 5.5000000000000009 9.5000000000000018 30.102666750000001 4.5000000000000009 8.5000000000000018 2.5000000000000004 97.050000000000011 59.904813200000007 30.346469350000003 59.982527000000012 59.932719750000011 19.500000000000004 25.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -5 9 10 -8 -11 13 14 18 16 -16 -17 -3 -20 22 -22 24 -24 25 -21 -26 28 -19 -29
right_child=1 12 3 6 5 -7 8 -9 -10 11 -12 -13 -14 -15 15 17 -18 27 19 20 21 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=7.7168366418730443 80.270294451835511 35793.955488782049 138921.30673076923 23400.11418779481 -34516.938394252233 109213.18616071431 98524.083200520836 -128743.9162109375 -50063.845723684208 -70990.75070369945 20130.591879825704 53350.263145380435 -358.24275337052239 620.99925512221466 -54452.049621212122 -65364.605712890625 -204999.97020089289 -19358.186797626204 -43033.951792483364 -37021.758048349053 -46959.742598525794 -4858.9103205550027 -20471.0107421875 77060.209895833337 85059.006424184947 96165.801636904769 -24014.11115838914 -36987.211499999998 -144435.49488636365 86705.591015625003
leaf_weight=4168594 95803 117 26 53 35 28 75 30 38 34 171 23 47831 2808 33 208 28 468 169 106 146 1006 32 129 52 21 21 25 22 32
leaf_count=4168594 95803 117 26 53 35 28 75 30 38 34 171 23 47831 2808 33 208 28 468 169 106 146 1006 32 129 52 21 21 25 22 32
internal_value=0 -215.072 189.713 20628.3 61368.9 29363.1 12076.6 -31591.7 22705.5 31831.7 44031 -20818.1 -947.174 -6141.56 -13403.2 -38627.5 -123556 -31765.8 -1961.86 -4588.16 -293.816 -10194.6 31300.9 57675.1 10069.7 -14998.6 53681.8 -18989.6 -24973.9 32454.4
internal_weight=0 149570 96316 513 89 63 424 83 341 303 246 57 53254 5423 2615 816 61 755 1799 1682 1513 1152 361 161 200 127 73 547 490 57
internal_count=4318164 149570 96316 513 89 63 424 83 341 303 246 57 53254 5423 2615 816 61 755 1799 1682 1513 1152 361 161 200 127 73 547 490 57
is_linear=0
shrinkage=0.1


Tree=2848
num_leaves=31
num_cat=0
split_feature=0 5 5 3 1 5 1 3 0 0 5 3 3 1 1 2 4 1 1 1 5 0 1 1 3 3 1 3 5 5
split_gain=7.49285e+11 1.00502e+13 4.31332e+13 3.93254e+13 5.36996e+13 3.53593e+13 3.37149e+13 3.07154e+13 5.38156e+13 3.64181e+13 2.85608e+13 2.89369e+13 7.05838e+13 5.2126e+13 1.86502e+14 4.90862e+13 4.4416e+13 6.43309e+13 4.40735e+13 4.00569e+13 3.79939e+13 3.30113e+13 3.12845e+13 2.90682e+13 3.81226e+13 4.79243e+13 5.3403e+13 3.7845e+13 3.66319e+13 3.65353e+13
threshold=57.945214300000011 76.00500000000001 72.705000000000013 15.500000000000002 39.787929450000007 73.010000000000005 30.305955500000003 22.500000000000004 59.939091550000008 59.820733200000006 80.815000000000012 15.500000000000002 16.500000000000004 30.370618100000005 30.362552800000003 1.5000000000000002 2.5000000000000004 30.207352000000004 30.315880100000005 30.434657650000002 78.010000000000005 59.882016200000002 30.578016350000002 30.278357500000002 9.5000000000000018 8.5000000000000018 30.243224600000001 5.5000000000000009 77.715000000000018 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 9 -7 11 15 13 14 16 19 -13 -18 -19 -3 -15 -20 23 24 25 26 -17 -25 -27 -26
right_child=1 10 3 5 -6 7 -8 -9 -10 -11 -12 12 -14 20 -16 22 17 18 21 -21 -22 -23 -24 27 29 28 -28 -29 -30 -31
leaf_value=-15.310978999764396 114.12614198946822 -27863.223196236191 -13057.492028798408 -58773.079799107152 7626.9651981449515 -871.37328499241892 -5620.8499028178094 -3841.5209635328861 -4222.5491952874881 39698.449170477426 148.84003048230863 37369.721474358979 4438.4134951414489 33676.864778275922 -256841.09087890625 34467.40192720147 46246.398235677087 -91144.905867759633 -77453.581437500005 8974.3205374370136 -24168.186255187989 75910.521142578131 31.731792526762504 1539.6441511355572 5749.7539078379068 -22082.693282063803 -19871.31618229259 23923.187964071578 91718.367871833572 -33787.275865954492
leaf_weight=3804212 433629 628 7340 168 1514 304 412 1850 898 813 52067 78 4612 176 40 372 60 198 25 557 320 32 1917 966 615 36 352 3464 132 377
leaf_count=3804212 433629 628 7340 168 1514 304 412 1850 898 813 52067 78 4612 176 40 372 60 198 25 557 320 32 1917 966 615 36 352 3464 132 377
internal_value=0 113.33 -57.917 -5667.58 -9520.53 2007.11 -21016.7 5462.17 14004 28657.1 1255.24 5106.73 -627.079 -25774.6 -51126.8 8480.88 -30189 -46917.8 -68838.8 -10548 -3642.52 8645.56 11220.4 14617.4 4213.01 19214.1 8048.58 19042.3 67332.4 -9275.91
internal_weight=0 513952 446928 13299 8854 4445 580 3865 2015 1117 67024 14957 5541 929 433 9416 393 315 255 1185 496 57 8231 6314 1884 892 724 4430 168 992
internal_count=4318164 513952 446928 13299 8854 4445 580 3865 2015 1117 67024 14957 5541 929 433 9416 393 315 255 1185 496 57 8231 6314 1884 892 724 4430 168 992
is_linear=0
shrinkage=0.1


Tree=2849
num_leaves=31
num_cat=0
split_feature=3 0 0 2 1 1 1 2 1 5 2 2 2 5 5 5 4 5 5 5 0 3 2 0 1 5 2 2 0 5
split_gain=7.08272e+11 5.65999e+12 4.26088e+12 3.48396e+13 4.15817e+12 1.00345e+13 1.10362e+13 7.10155e+12 7.00163e+12 1.21078e+13 9.74785e+12 7.37953e+12 6.25131e+12 4.86389e+12 3.25173e+12 5.81011e+12 5.69492e+12 1.48498e+13 1.39723e+13 7.25684e+12 7.27697e+12 1.29399e+13 1.16045e+13 1.12504e+13 1.08453e+13 6.17924e+12 5.521e+12 6.08644e+12 5.39273e+12 1.09418e+13
threshold=34.500000000000007 55.68356880000001 55.695992150000002 16.500000000000004 50.158868250000005 39.143775600000005 37.533784800000006 24.500000000000004 37.503486000000002 55.990000000000002 10.500000000000002 29.500000000000004 26.500000000000004 47.415000000000006 225.45000000000002 137.05000000000004 2.5000000000000004 125.85000000000001 101.05000000000001 65.50500000000001 55.784980300000008 37.500000000000007 9.5000000000000018 55.795550600000006 37.542000650000013 95.020000000000024 28.500000000000004 18.500000000000004 55.795550600000006 60.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 8 -7 10 -10 -2 13 -11 -12 15 16 17 18 28 -18 21 24 -23 -22 -21 -25 27 -17 -4 -30
right_child=1 2 14 -5 -6 7 -8 -9 9 12 11 -13 -14 -15 -16 26 19 -19 -20 20 23 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=1.3724058125784111 20484.668288352274 108515.67842133621 3277.3340864019674 -33314.869433593754 -51823.907197627319 62411.960247039795 -84536.846565755215 -7065.3070060483869 74269.220880681823 -56151.1796875 -99292.813210227279 -375.47223868534485 17857.887843261717 -41919.240863715277 38553.702139136905 -398.84443359375001 49716.889077524043 -80271.121158854163 58181.660908703925 -18317.979589843751 80343.579474431826 9903.3783854166686 -82299.850020032056 13509.451382211539 62916.38064959491 -10910.017094885785 6119.1803083147324 -54561.657296080506 -768.29772979524887 -16314.010382070122
leaf_weight=4313211 33 29 1261 43 27 28 24 31 22 21 22 29 25 45 21 32 39 24 39 42 22 21 39 416 27 138 49 59 1732 613
leaf_count=4313211 33 29 1261 43 27 28 24 31 22 21 22 29 25 45 21 32 39 24 39 42 22 21 39 416 27 138 49 59 1732 613
internal_value=0 -1195.13 -326.167 23811.3 -14345.7 -10731.7 -20513.1 25907 -12713.2 13252.9 -26400.8 -42517.7 -15928.9 -60758.3 -706.119 -887.198 -250.93 -1868.6 -1352.37 7726.52 5403.65 -16064.6 -50028.7 10211.6 13469.4 7426.62 -20943.3 -35515.4 -1996.25 -4832.06
internal_weight=0 4953 4646 72 307 280 221 59 197 68 129 96 46 67 4574 4553 4413 3669 3645 744 705 129 60 576 69 554 140 91 3606 2345
internal_count=4318164 4953 4646 72 307 280 221 59 197 68 129 96 46 67 4574 4553 4413 3669 3645 744 705 129 60 576 69 554 140 91 3606 2345
is_linear=0
shrinkage=0.1


Tree=2850
num_leaves=31
num_cat=0
split_feature=5 0 5 0 4 1 1 2 1 5 2 2 3 3 1 0 4 4 3 3 4 0 1 2 6 0 1 0 0 1
split_gain=7.0863e+11 8.46436e+12 2.17791e+13 2.72165e+13 1.05736e+14 6.6206e+13 1.45228e+14 6.17053e+13 5.07697e+13 3.55504e+13 4.70489e+13 4.58011e+13 3.47595e+13 5.04037e+13 5.08924e+13 2.57299e+13 4.16799e+13 2.54057e+13 2.3515e+13 8.01869e+13 5.29914e+13 3.8198e+13 5.59749e+13 4.93229e+13 3.04774e+13 6.29751e+13 3.19065e+13 4.19108e+13 3.01676e+13 3.55917e+13
threshold=82.00500000000001 59.932719750000011 85.020000000000024 59.950068600000009 3.5000000000000004 30.332994000000003 30.434657650000002 2.5000000000000004 30.315880100000005 84.030000000000015 2.5000000000000004 8.5000000000000018 22.500000000000004 9.5000000000000018 30.259484550000003 59.939091550000008 2.5000000000000004 2.5000000000000004 11.500000000000002 10.500000000000002 2.5000000000000004 59.963407450000012 30.305955500000003 3.5000000000000004 1.5000000000000002 59.963407450000012 30.323743050000001 60.017447350000005 60.042666650000008 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 -7 -6 12 -11 17 13 15 -15 16 -3 -12 19 21 -21 22 23 -5 26 -26 27 -20 29 -27
right_child=1 2 -4 18 8 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 24 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-12.422442093870224 0.63028152385513592 200285.828125 751.4050326373507 116576.7855637123 6117.3824609375006 257756.11076388892 -108472.38877314817 100408.39371985919 -184075.767578125 -69765.596428571429 51241.360714285722 -1548.4757694128789 98930.989648437506 63703.417443426726 -86263.582725273067 -16991.076494565215 23481.115273437503 183985.32017663046 -45940.985896711849 -198347.63403930666 -41146.01510817308 10516.025523577997 -110507.55283061595 -44593.061219815339 155234.93771642738 24765.027183828428 17323.629405324602 16236.335700623194 -7939.2226686142039 104215.44554184424
leaf_weight=3947004 345010 20 22752 29 25 36 27 81 32 21 21 33 32 29 103 46 40 46 249 32 65 848 69 55 37 387 544 192 233 66
leaf_count=3947004 345010 20 22752 29 25 36 27 81 32 21 21 33 32 29 103 46 40 46 249 32 65 848 69 55 37 387 544 192 233 66
internal_value=0 132.103 1866.69 9334.32 28818.7 42613.4 100580 148823 -100658 21265 66307.6 94882.9 1079.31 -12077.2 -53316.3 39277.1 82416 142379 5223.57 -6193.93 -93006.3 2218.46 -43770.7 11048.9 12563.4 28155.1 1118.91 -18870.6 21300.9 36340.6
internal_weight=0 371160 26150 3398 592 535 144 117 57 391 121 100 270 238 132 106 60 67 2806 1098 97 1001 153 84 1708 723 985 441 686 453
internal_count=4318164 371160 26150 3398 592 535 144 117 57 391 121 100 270 238 132 106 60 67 2806 1098 97 1001 153 84 1708 723 985 441 686 453
is_linear=0
shrinkage=0.1


Tree=2851
num_leaves=31
num_cat=0
split_feature=3 5 5 4 1 1 4 1 5 3 0 0 0 1 2 0 1 0 0 3 3 3 3 2 3 0 3 6 0 0
split_gain=7.16221e+11 6.06587e+12 2.78069e+13 4.25067e+13 2.41801e+13 3.18778e+13 2.79779e+13 2.58269e+13 3.85374e+13 3.26059e+13 2.77682e+13 2.91572e+13 1.96242e+13 2.16523e+13 1.7974e+13 2.10545e+13 2.20762e+13 1.84199e+13 4.10071e+13 2.13785e+13 5.03749e+13 1.81556e+13 1.69327e+13 1.6728e+13 1.61269e+13 1.60086e+13 1.57142e+13 2.51952e+13 1.46803e+13 2.33484e+13
threshold=18.500000000000004 57.405000000000008 56.835000000000008 2.5000000000000004 38.233559750000005 37.542000650000013 1.5000000000000002 30.278357500000002 57.005000000000003 26.500000000000004 55.628356700000005 55.68356880000001 55.851332700000007 39.767857750000005 5.5000000000000009 59.896318000000008 30.323743050000001 55.734663800000007 55.784980300000008 22.500000000000004 23.500000000000004 21.500000000000004 21.500000000000004 13.500000000000002 23.500000000000004 59.904813200000007 21.500000000000004 1.5000000000000002 55.826364100000013 55.551692500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 22 -8 9 10 -9 24 13 23 -13 16 -16 -18 -19 -20 -21 -17 -4 -5 -12 -23 27 -10 29 -7
right_child=1 -3 3 12 -6 28 7 8 26 -11 11 14 -14 -15 15 21 17 18 19 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=16.370277308528223 30.043866426946018 -512.35919724948758 -69778.242974101027 165827.16879882815 -2677.0244142547563 -7056.7573766196647 -15030.248734363106 -29829.413953183303 45272.383826887104 -21393.329616229719 66047.085039062498 1961.6638894917055 18860.296015276228 34834.174148220489 154412.41637073865 53713.120332210441 -33392.600073242189 182722.7475260417 4237.1511468654726 197384.96485937503 42480.624594372464 -57413.025944010413 -9839.2419165589763 62756.027148437504 170518.10596590908 16268.437446154261 -7498.9815719997569 -39883.568665081526 6227.9847596249347 40729.542639099731
leaf_weight=3717520 369407 224709 73 32 2508 123 431 67 142 130 45 162 140 72 22 109 24 24 82 25 131 36 133 31 22 163 854 46 295 606
leaf_count=3717520 369407 224709 73 32 2508 123 431 67 142 130 45 162 140 72 22 109 24 24 82 25 131 36 133 31 22 163 854 46 295 606
internal_value=0 -101.319 144.373 6614.05 4921.81 10010.7 4350.86 7252.93 11861.4 25459.9 32138.6 37052 45092.4 72296.1 31600.8 39395.5 57883.2 50457.9 58138.8 45575.8 67305 20907.8 -31079.8 115110 100351 2939.13 -1737.14 24436.4 25050.2 32666.8
internal_weight=0 600644 375935 6528 6253 3745 2721 2515 2084 1042 912 845 275 135 778 616 308 286 262 238 156 308 206 63 67 199 1042 188 1024 729
internal_count=4318164 600644 375935 6528 6253 3745 2721 2515 2084 1042 912 845 275 135 778 616 308 286 262 238 156 308 206 63 67 199 1042 188 1024 729
is_linear=0
shrinkage=0.1


Tree=2852
num_leaves=31
num_cat=0
split_feature=5 4 0 0 0 4 1 3 4 5 4 3 2 2 3 2 3 1 0 2 1 5 5 3 0 6 2 2 0 0
split_gain=7.02521e+11 7.86876e+12 1.00473e+13 2.05036e+13 2.61197e+13 1.77691e+13 2.80585e+13 1.70616e+13 3.63328e+13 4.02454e+13 1.47225e+13 1.88887e+13 1.43077e+13 2.21707e+13 2.17526e+13 3.19521e+13 3.36949e+13 2.97923e+13 2.68416e+13 3.23652e+13 2.19164e+13 1.72089e+13 3.07703e+13 1.20725e+13 1.91165e+13 2.48017e+13 2.03479e+13 2.02052e+13 2.38418e+13 2.22586e+13
threshold=150.04500000000004 2.5000000000000004 56.301440000000007 56.009576300000013 55.975961550000008 3.5000000000000004 47.208373000000009 14.500000000000002 4.5000000000000009 177.02500000000003 7.5000000000000009 5.5000000000000009 9.5000000000000018 15.500000000000002 5.5000000000000009 4.5000000000000009 6.5000000000000009 92.815157350000007 56.121679000000007 3.5000000000000004 43.94115175000001 177.02500000000003 161.85000000000002 4.5000000000000009 56.635684300000008 1.5000000000000002 19.500000000000004 4.5000000000000009 56.758269450000007 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 8 9 -6 23 -12 14 -14 18 16 -16 21 -7 20 -20 22 -17 -4 25 -25 -27 29 -29 -26
right_child=1 2 10 5 7 12 -8 -9 -10 -11 11 -13 13 -15 15 17 -18 -19 19 -21 -22 -23 -24 24 27 26 -28 28 -30 -31
leaf_value=2.429434310495052 5255.3339359330166 -2723.33639286885 -9134.5003306053695 8874.155441810346 192232.51750000002 -112003.9568153783 -116724.53967391304 -37146.567187500004 -9556.8458096590912 29759.475705645164 8285.3120370370361 -112343.30431250001 -142974.41040736609 674.6057705965909 167482.40920516304 1978.9520204741382 14129.718534128289 56638.185486111121 -44722.405257161459 -104276.89248798077 78645.705013020837 1711.3243408203125 -137312.05049107142 -74549.286093750008 18985.393101639336 50836.565828806801 -48080.670855978264 -87550.295643939404 -1606.5957748206329 -30307.621865331068
leaf_weight=4302555 1960 9558 589 29 30 38 46 22 44 31 27 25 21 22 23 29 38 45 24 26 36 56 35 20 985 217 23 33 1476 101
leaf_count=4302555 1960 9558 589 29 30 38 46 22 44 31 27 25 21 22 23 29 38 45 24 26 36 56 35 20 985 217 23 33 1476 101
internal_value=0 -669.662 -1520.49 -3112.56 -2124.71 -23555.5 -68159.7 42927.5 59704.9 109664 3103.16 -49709.2 -15043.3 -69479.6 -8355.42 10110.8 71951.2 -12751.4 -42011.6 -11084.8 29298.5 -38772.5 -74195.8 3900.56 6589.75 32441.1 41357 3999.63 -3486.08 14401.1
internal_weight=0 15609 13649 10153 9685 468 75 127 105 61 3496 52 393 43 350 226 61 165 124 86 60 120 64 3444 2855 260 240 2595 1509 1086
internal_count=4318164 15609 13649 10153 9685 468 75 127 105 61 3496 52 393 43 350 226 61 165 124 86 60 120 64 3444 2855 260 240 2595 1509 1086
is_linear=0
shrinkage=0.1


Tree=2853
num_leaves=31
num_cat=0
split_feature=5 2 2 3 5 6 0 1 0 3 5 0 0 0 0 2 5 3 0 4 5 0 0 2 1 3 0 3 4 5
split_gain=7.3871e+11 9.60164e+12 2.75366e+13 8.27621e+13 6.05959e+13 4.14636e+13 3.87136e+13 4.0467e+13 4.12963e+13 4.68622e+13 3.13065e+13 3.62647e+13 4.71432e+13 2.66524e+13 3.59471e+13 3.46266e+13 3.485e+13 3.37385e+13 2.96487e+13 2.5375e+13 2.34928e+13 2.2912e+13 4.89265e+13 2.11954e+13 3.32298e+13 2.82677e+13 2.19931e+13 2.11061e+13 2.00334e+13 4.03696e+13
threshold=123.15000000000002 10.500000000000002 9.5000000000000018 13.500000000000002 132.05000000000004 1.5000000000000002 57.117834900000013 39.694727950000008 45.040161900000008 16.500000000000004 132.05000000000004 56.802385350000009 55.034903650000011 57.131524800000008 59.863160500000006 21.500000000000004 150.04500000000004 24.500000000000004 59.896318000000008 3.5000000000000004 150.04500000000004 45.070824200000011 53.973051950000006 11.500000000000002 30.468306550000005 16.500000000000004 59.990816400000007 22.500000000000004 3.5000000000000004 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 8 -7 -10 -4 12 19 -3 15 17 -17 28 -16 21 -13 -12 -23 26 25 -25 -20 -11 -15 -30
right_child=1 13 3 4 -6 6 -8 -9 9 27 11 20 -14 14 18 16 -18 -19 23 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-4.1850775585109279 509.58866136867869 -612.16464766304796 -34685.922961709664 -2995.4426595052082 14615.439905343004 198929.49421452705 181178.45479910716 16708.384650577911 -33033.375781250004 184010.94065193966 -55467.686230468753 87984.825090144237 -46342.336299402581 -15448.889218965816 103509.90060096154 142067.75187500002 -38423.748558508836 -130469.614375 -2547.0817884290541 34064.068738747432 6583.511274038462 146038.14341052828 -62969.854036458339 -68010.129282138587 52139.68042755127 -7255.8669218611631 116152.87713216146 54120.01205610796 -82514.494056532116 65900.61272321429
leaf_weight=4274401 34084 7124 258 54 372 37 42 73 28 29 76 78 187 181 26 20 23 45 37 243 65 21 24 111 64 247 27 22 144 21
leaf_count=4274401 34084 7124 258 54 372 37 42 73 28 29 76 78 187 181 26 20 23 45 37 243 65 21 24 111 64 247 27 22 144 21
internal_value=0 408.763 1113.07 13896.9 41197.6 75894.3 94336 75037.7 111745 70911.7 -4944 6112.79 -5532.61 -2706.35 -18476.9 -39649.6 45525.8 -49016.8 -529.767 15432.8 50984.2 -21983.6 34567.2 -6095.68 -14228.4 -26093.1 47529.5 127980 -38423.2 -63625.3
internal_weight=0 43763 35693 1609 657 285 231 189 116 79 952 694 551 8070 946 434 43 391 512 364 143 121 45 486 422 358 64 51 346 165
internal_count=4318164 43763 35693 1609 657 285 231 189 116 79 952 694 551 8070 946 434 43 391 512 364 143 121 45 486 422 358 64 51 346 165
is_linear=0
shrinkage=0.1


Tree=2854
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 0 3 3 1 5 3 1 1 0 0 6 2 2 0 1 1 5 0 5 2 6 5 5 0 0
split_gain=7.0669e+11 6.35471e+12 2.23414e+13 2.66491e+13 3.40983e+13 3.30781e+13 3.45131e+13 5.58501e+13 4.42831e+13 4.43653e+13 3.0111e+13 2.83358e+13 5.96504e+13 5.15221e+13 5.24254e+13 2.52712e+13 4.54493e+13 2.46325e+13 2.4238e+13 3.48735e+13 4.14501e+13 3.32426e+13 2.70453e+13 2.46017e+13 2.38569e+13 2.36923e+13 2.62398e+13 2.57834e+13 3.68919e+13 2.44564e+13
threshold=9.5000000000000018 1.5000000000000002 59.025000000000013 42.205000000000005 39.969502550000009 44.226894250000008 5.5000000000000009 8.5000000000000018 39.899261850000009 52.990000000000002 3.5000000000000004 44.083877800000003 43.94115175000001 56.338501050000012 56.301440000000007 1.5000000000000002 3.5000000000000004 1.5000000000000002 45.013473000000012 39.969502550000009 39.925119750000007 60.005000000000003 45.063245200000004 125.85000000000001 13.500000000000002 1.5000000000000002 52.020000000000003 54.410000000000004 55.07108800000001 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 5 -5 -7 -8 -9 -10 -6 12 -12 14 17 -4 18 -14 19 20 23 22 -20 -17 -1 26 -13 28 -28 -30
right_child=-2 -3 15 4 10 6 7 8 9 -11 11 25 13 -15 -16 16 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=45.668355903936622 36.514484537156129 -179.42077668212238 4583.7761917121497 -13719.082885576925 -4855.2275007874632 4557.7045916563156 -5711.740213505419 5047.9443881892112 -17546.826563904004 -124786.94623579546 8666.9709560584979 -4475.6542672887826 -86622.416828125017 -37325.781301658739 75573.820405856051 20938.827332324916 -18391.324107256642 22814.726873989766 -139688.93735119049 -13037.909792216844 171507.34133522728 -203.42944653026518 -23631.8592493582 124457.92590332031 101893.31625339674 6220.8775338769592 11459.106084599056 -3281.0458300804312 133091.97140126332 44425.150667406167
leaf_weight=610953 2379540 1248542 2107 1625 2943 15350 13777 10524 313 44 3741 4479 25 69 352 281 2548 116 21 213 22 2789 458 25 23 16466 282 397 47 92
leaf_count=610953 2379540 1248542 2107 1625 2943 15350 13777 10524 313 44 3741 4479 25 69 352 281 2548 116 21 213 22 2789 458 25 23 16466 282 397 47 92
internal_value=0 -44.8192 198.711 262.116 2100.99 267.057 835.131 -1482.23 3872.97 -30764.1 4733 5815.56 13230.4 43607.6 54935 -4907.37 -8053.17 3410.98 -1137.54 18468.3 38928.1 -4383.18 -28720 29396.3 49.5024 4349.49 -1467.84 15001.6 32242.1 74406
internal_weight=0 1.93862e+06 690082 681618 70642 41633 40008 24658 10881 357 29009 26066 4303 562 493 8464 6357 141 3809 541 328 3268 479 306 610976 21763 5297 818 421 139
internal_count=4318164 1938624 690082 681618 70642 41633 40008 24658 10881 357 29009 26066 4303 562 493 8464 6357 141 3809 541 328 3268 479 306 610976 21763 5297 818 421 139
is_linear=0
shrinkage=0.1


Tree=2855
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 0 0 6 3 5 5 4 3 3 5 5 3 5 5 0 5 2 0 5 5 3 5 2 3 5
split_gain=7.05666e+11 4.3881e+12 2.87593e+13 2.02316e+14 9.16198e+13 5.29868e+13 2.6221e+14 5.24288e+13 7.44037e+13 7.13066e+13 6.19936e+13 7.89001e+13 7.60756e+13 7.48138e+13 5.29346e+13 4.83988e+13 4.28715e+13 4.80363e+13 1.07098e+14 4.23293e+13 3.99305e+13 3.4772e+13 3.43874e+13 3.43165e+13 3.2102e+13 3.26723e+13 3.11175e+13 3.1307e+13 3.086e+13 2.90864e+13
threshold=10.500000000000002 82.902675200000019 82.897133550000021 54.959412650000012 78.010000000000005 55.012873400000011 55.043101600000007 1.5000000000000002 24.500000000000004 79.730000000000018 54.035000000000004 1.5000000000000002 23.500000000000004 19.500000000000004 91.050000000000011 67.00500000000001 20.500000000000004 96.015000000000015 105.35000000000001 55.061033200000004 53.385000000000012 11.500000000000002 55.055104550000003 72.010000000000005 39.505000000000003 14.500000000000002 109.05000000000001 7.5000000000000009 16.500000000000004 59.025000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 15 26 10 16 23 11 19 22 -13 -11 -5 17 24 21 -8 -18 -19 29 -10 25 -9 28 -28 -7 -12
right_child=1 -3 3 5 -6 6 7 8 9 14 12 13 -14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=31.473213635463779 -75.955958664484811 389.95958452653065 73455.125249999997 -6935.6541718367043 275333.83318965521 -6436.4389777783535 -27540.295765094601 -14588.927915079839 23307.295810308689 143036.34986559139 -147318.73374999998 -1783.852169552365 -6731.5658818243319 91769.774050134904 -11705.983674568966 -42918.355347514647 -11675.655850883153 37634.138017578131 -40015.520003748425 -33.972452153772522 -125330.73610491071 137813.01333841463 -36705.923711449555 -117346.04900568182 -13091.826241367587 42787.943389852946 23163.958784722225 128669.33729557293 42653.087261166467 -65287.805831516955
leaf_weight=2688514 1422507 197496 100 765 29 151 1339 174 82 93 50 222 589 139 29 731 69 60 99 961 56 82 534 22 1758 231 45 75 843 319
leaf_count=2688514 1422507 197496 100 765 29 151 1339 174 82 93 50 222 589 139 29 731 69 60 99 961 56 82 534 22 1758 231 45 75 843 319
internal_value=0 -51.9229 -112.859 -5554.45 118839 -7240.38 -4018.31 -11278.5 -582.345 54391.6 -18374.1 -9225.52 -34690.8 34238.2 106253 -24518.1 -5495 -2526.09 39822.3 -16047.4 -62593.1 95483.9 -52927.7 -6446.3 -7244.52 18137.1 41002.9 89104.8 35195.8 -76403.1
internal_weight=0 1.62965e+06 1.43215e+06 9647 129 9518 8022 6908 2755 226 4153 2661 1492 361 122 1496 2529 2404 241 2300 125 142 903 104 2163 405 1114 120 994 369
internal_count=4318164 1629650 1432154 9647 129 9518 8022 6908 2755 226 4153 2661 1492 361 122 1496 2529 2404 241 2300 125 142 903 104 2163 405 1114 120 994 369
is_linear=0
shrinkage=0.1


Tree=2856
num_leaves=31
num_cat=0
split_feature=1 3 3 0 5 4 5 5 1 2 3 4 5 4 0 1 4 5 5 3 5 2 2 5 5 4 1 5 5 1
split_gain=7.16405e+11 3.65482e+12 1.09862e+13 2.30283e+13 3.53729e+13 1.83126e+13 3.10258e+13 2.90066e+13 2.08681e+13 1.73889e+13 1.54131e+13 1.48325e+13 1.76363e+13 2.69695e+13 3.98198e+13 2.44851e+13 2.22012e+13 1.74475e+13 1.53952e+13 1.48249e+13 1.64523e+13 1.27555e+13 1.23144e+13 1.61311e+13 1.25369e+13 2.6664e+13 1.90958e+13 1.19187e+13 1.1554e+13 2.50014e+13
threshold=83.000022850000008 8.5000000000000018 5.5000000000000009 53.37994195000001 77.00500000000001 3.5000000000000004 107.05000000000001 102.01000000000001 83.761389800000003 1.5000000000000002 7.5000000000000009 1.0000000180025095e-35 150.04500000000004 4.5000000000000009 55.993277250000013 84.920232800000022 2.5000000000000004 225.45000000000002 177.02500000000003 6.5000000000000009 90.015000000000015 3.5000000000000004 2.5000000000000004 125.85000000000001 128.92000000000004 3.5000000000000004 83.093115700000013 101.05000000000001 49.995000000000012 104.38035940000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 10 -7 -6 -4 -11 16 14 18 -15 21 -17 -14 20 -10 -13 23 -18 26 -26 27 -24 -12 -30
right_child=1 -3 3 4 9 8 -8 -9 19 11 28 12 13 15 -16 17 22 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=15.321108866594649 108.43256737270529 -267.09641546414923 6511.1758722554769 4689.8163248441733 27501.542964024698 110020.45012925094 -38618.33088993917 105935.50321655274 -10348.34362479968 65960.344717261905 9393.2884614624727 -83727.858138020849 -97023.111523437503 -78880.208192274309 -213377.39078125 65785.017943709943 4052.4805816150106 -42582.302604166674 5509.4949704770697 -10519.579837943413 66120.370392752171 -24203.063069661461 65019.939843750006 93738.088379923502 -141076.0900560462 -15005.842927797381 -14881.676314932269 -13857.962639973959 67482.82507392035 -7634.9882080078132
leaf_weight=3782924 136229 390870 1965 4070 93 34 131 32 39 21 173 63 32 36 20 39 122 24 27 74 101 84 53 24 23 62 561 30 144 64
leaf_count=3782924 136229 390870 1965 4070 93 34 131 32 39 21 173 63 32 36 20 39 122 24 27 74 101 84 53 24 23 62 561 30 144 64
internal_value=0 -108.285 321.683 3890.15 84.2449 11322.5 8760.19 11370.2 37245.2 -14181.1 10080.3 -17356 -18814 -47862.8 -91437.1 -13091.4 -13754.6 24502.2 -50101.4 25682.8 44818.4 -49713.7 -7713.48 18795.3 -13022.5 -49119 -8258.23 36509.9 28488 44369.7
internal_weight=0 535240 144370 8141 5384 2757 2509 2378 248 1314 2346 1221 1200 178 79 99 1022 63 59 214 140 147 875 146 729 85 644 83 381 208
internal_count=4318164 535240 144370 8141 5384 2757 2509 2378 248 1314 2346 1221 1200 178 79 99 1022 63 59 214 140 147 875 146 729 85 644 83 381 208
is_linear=0
shrinkage=0.1


Tree=2857
num_leaves=31
num_cat=0
split_feature=3 6 2 0 0 3 3 1 1 5 4 0 1 1 5 0 0 0 2 4 5 5 5 5 5 2 4 4 5 1
split_gain=7.61378e+11 5.70542e+12 2.53038e+13 3.27703e+13 3.47722e+13 2.70532e+13 2.86683e+13 2.81855e+13 5.34781e+13 4.51026e+13 4.48214e+13 5.10756e+13 3.90692e+13 3.02355e+13 2.83902e+13 2.63967e+13 6.58663e+13 6.10429e+13 5.42727e+13 6.12254e+13 9.40278e+13 8.53328e+13 7.35417e+13 7.19301e+13 7.05927e+13 5.50749e+13 4.37454e+13 4.00011e+13 5.0507e+13 7.18339e+13
threshold=9.5000000000000018 1.5000000000000002 3.5000000000000004 59.990816400000007 61.674413550000004 8.5000000000000018 6.5000000000000009 37.314272700000011 37.098288800000006 41.365000000000002 2.5000000000000004 59.982527000000012 30.243224600000001 37.328003200000005 103.45000000000002 59.882016200000002 59.932719750000011 59.950068600000009 4.5000000000000009 2.5000000000000004 94.040000000000006 68.00500000000001 64.020000000000024 71.00500000000001 70.00500000000001 5.5000000000000009 3.5000000000000004 1.5000000000000002 55.730000000000011 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 15 -5 6 -1 8 9 -8 11 14 -13 -9 -11 -4 26 18 -18 21 23 22 -20 -21 -23 -26 -17 -19 -29 -30
right_child=-2 -3 3 4 -6 -7 7 13 -10 10 -12 12 -14 -15 -16 16 17 27 19 20 -22 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=-1761.7557617027473 37.901027501041902 5.9391594793297253 460.48709207978465 -22355.949089882259 2750.7530471925311 1481.0703566162738 10523.480672049467 52845.563899912733 -45851.06591732768 -16874.232050972929 5222.2446640110384 991.27791940789473 -120133.2845505618 -4203.3744289443785 -88366.141180098697 19127.270103466359 13513.835554409208 -3409.6107606374521 -19430.708304381245 1099.2568574793199 12454.404267578126 214015.39488118491 -150221.61940972225 -167272.07108691407 -53680.029609375008 85010.62641382929 160801.97173295455 89752.864469708147 23961.797272224791 -87996.206628217857
leaf_weight=53548 2379540 1772842 71740 1249 988 19367 862 94 457 2178 797 38 89 7949 57 2334 529 1007 963 34 80 24 45 100 50 67 22 106 947 61
leaf_count=53548 2379540 1772842 71740 1249 988 19367 862 94 457 2178 797 38 89 7949 57 2334 529 1007 963 34 80 24 45 100 50 67 22 106 947 61
internal_value=0 -46.5211 -607.522 666.458 -11267.2 -1805.6 -2769.03 -7076.82 -13435.4 -9751.25 -15283.6 -22202.9 -83891.3 -3536.63 -18697.5 1008.23 7178.01 -613.991 -13672.5 -24223.9 -73334 -15077.2 -25269.6 -124551 57787.8 25741.1 20450.2 11034.6 24091.4 17186.6
internal_weight=0 1.93862e+06 165782 80346 2237 85436 66069 12521 4478 4021 3159 2362 127 8043 2235 78109 6369 4013 1892 1363 214 1149 1008 134 141 117 2356 2121 1114 1008
internal_count=4318164 1938624 165782 80346 2237 85436 66069 12521 4478 4021 3159 2362 127 8043 2235 78109 6369 4013 1892 1363 214 1149 1008 134 141 117 2356 2121 1114 1008
is_linear=0
shrinkage=0.1


Tree=2858
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 0 5 1 1 4 5 5 5 1 1 5 5 1 1 2 5 1 1 4 0 0 0 5 1 0
split_gain=7.297e+11 7.04786e+12 2.286e+13 1.78649e+13 2.23115e+13 1.72238e+13 2.5261e+13 2.97171e+13 1.98454e+13 1.23153e+13 1.83302e+13 2.40892e+13 1.70443e+13 1.6677e+13 1.42319e+13 1.80759e+13 1.52015e+13 2.35434e+13 2.82382e+13 2.83286e+13 1.44969e+13 1.40743e+13 3.24147e+13 1.64268e+13 2.38485e+13 1.36045e+13 1.33149e+13 1.31506e+13 2.3689e+13 2.79417e+13
threshold=3.5000000000000004 56.802385350000009 56.782419000000012 59.76223980000001 60.528664650000003 56.838612000000005 75.015000000000015 60.611165000000007 61.310823700000007 3.5000000000000004 105.35000000000001 101.05000000000001 59.810000000000009 30.243224600000001 60.601268000000012 89.00500000000001 86.02500000000002 30.278357500000002 52.395917250000004 1.5000000000000002 56.505000000000003 39.925119750000007 50.888703650000004 2.5000000000000004 58.049540950000008 56.876792350000009 57.641335050000002 107.05000000000001 39.694727950000008 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -8 -3 10 11 14 -11 -12 15 16 25 -18 19 -19 -16 23 26 24 -17 -7 -23 -14 29 -29
right_child=-2 5 3 4 -6 9 7 -9 -10 12 13 -13 27 -15 20 21 17 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=324.1175140009978 -10.062429600553934 -13123.575922988348 -6986.5984744355173 29394.606456162259 -2452.3636496242088 -12542.552023749613 -98775.082958984378 35950.752343749999 22700.694909993719 95673.671200284094 -83232.023149671062 48547.477597754892 -1223.9830974574288 -14489.137208572543 483.02995975729903 -81503.684184570317 -59744.324939903854 -1552.7186444256758 -29589.750881410258 106108.25969238282 10711.040245881893 15476.309861111113 -33106.067008754188 -44390.652269753715 48077.654603794646 -1214.1725747635662 99104.703983191284 -47307.698015753784 39163.563918064363 17408.511925488285
leaf_weight=201033 4074053 1178 330 724 316 1100 64 22 178 22 38 99 835 495 5248 20 26 37 39 72 1883 45 112 259 49 29227 33 91 286 250
leaf_count=201033 4074053 1178 330 724 316 1100 64 22 178 22 38 99 835 495 5248 20 26 37 39 72 1883 45 112 259 49 29227 33 91 286 250
internal_value=0 167.935 411.849 13285.5 19718 -1015.74 -11754.2 -64310.3 -8420.98 -631.18 -973.281 -716.642 8309.1 -19390.1 -844.484 -1770.56 -1455.97 28017.2 43434.8 69562.8 3183.82 -20294.3 1363.21 -32839.8 10517.8 -1625.07 50857.6 6994.45 17939.2 138.204
internal_weight=0 244111 202403 1370 1040 41708 1442 86 1356 40266 38782 38249 1484 533 38150 31019 30501 174 148 109 7131 518 190 328 69 30327 78 1462 627 341
internal_count=4318164 244111 202403 1370 1040 41708 1442 86 1356 40266 38782 38249 1484 533 38150 31019 30501 174 148 109 7131 518 190 328 69 30327 78 1462 627 341
is_linear=0
shrinkage=0.1


Tree=2859
num_leaves=31
num_cat=0
split_feature=5 3 3 5 0 0 0 2 5 5 6 0 4 1 0 0 0 5 5 2 0 0 4 5 1 5 2 4 6 2
split_gain=6.89927e+11 7.27227e+12 2.36542e+13 6.20674e+13 4.48724e+13 8.48124e+13 7.24237e+13 6.53095e+13 6.13119e+13 4.41145e+13 5.90628e+13 5.89451e+13 4.41873e+13 4.06298e+13 4.67195e+13 1.58649e+14 5.28983e+13 4.05994e+13 4.3837e+13 6.03877e+13 4.84814e+13 4.12151e+13 4.05638e+13 3.96486e+13 3.66845e+13 3.54772e+13 3.92322e+13 5.15134e+13 4.62975e+13 3.92825e+13
threshold=81.910000000000011 15.500000000000002 14.500000000000002 85.020000000000024 59.932719750000011 55.885524800000006 51.369916400000001 13.500000000000002 142.05000000000004 94.040000000000006 1.5000000000000002 50.565831500000009 3.5000000000000004 30.160599000000001 57.157092150000004 57.147575200000006 59.863160500000006 86.02500000000002 103.45000000000002 7.5000000000000009 53.242949050000007 55.619594000000006 3.5000000000000004 123.15000000000002 38.959914000000005 105.35000000000001 10.500000000000002 3.5000000000000004 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 25 13 -9 -11 12 24 -7 15 -15 -16 21 -19 22 -21 -8 -20 -22 -12 -5 27 -27 -28 -29
right_child=1 -3 3 4 -6 8 17 9 -10 10 11 -13 -14 14 16 -17 -18 18 19 20 23 -23 -24 -25 -26 26 28 29 -30 -31
leaf_value=-12.456979604357452 256.62501493534313 -499.94228709083239 23483.200335192756 8431.5030965756869 -27560.070258967342 117951.31881250002 6567.0441333007811 54812.807805397722 -63967.736826963694 89408.8828125 -23831.556566722975 72421.210965401784 8199.861899771342 30787.143818069479 -26635.715246538744 245067.25946180557 43729.828765727201 3302.1415611618536 -63476.964201161783 -70454.025864955358 -10149.14160759181 -64413.853485534913 -7255.4471305847173 46049.257521214982 -139484.19411851416 75817.713127552386 125727.72340745194 43094.543206521746 -19261.360029771593 -103989.99727864584
leaf_weight=3935898 249642 124338 1585 554 493 50 120 55 74 29 37 28 41 859 282 36 172 1715 387 84 329 257 192 203 106 352 26 46 144 30
leaf_count=3935898 249642 124338 1585 554 493 50 120 55 74 29 37 28 41 859 282 36 172 1715 387 84 329 257 192 203 106 352 26 46 144 30
internal_value=0 128.26 431.094 5687.53 1478.28 3784.33 -2734.89 15898.7 24740.5 -25998.5 -44440.9 -62750.5 -83320.1 29432.7 26151.8 39406.2 22.5966 -10943.4 -6943.18 -21646.7 147.392 -41820.5 -44833.6 11295 -109560 26663.9 43554.8 59697.4 2913.44 -14965.1
internal_weight=0 382266 257928 8286 6701 6208 4735 1448 1473 296 241 212 184 1399 1349 895 454 3287 2910 1195 616 377 579 532 143 1152 598 428 170 76
internal_count=4318164 382266 257928 8286 6701 6208 4735 1448 1473 296 241 212 184 1399 1349 895 454 3287 2910 1195 616 377 579 532 143 1152 598 428 170 76
is_linear=0
shrinkage=0.1


Tree=2860
num_leaves=31
num_cat=0
split_feature=2 5 5 2 6 0 0 3 2 5 5 0 1 2 1 3 3 2 3 2 0 5 6 0 4 1 1 1 1 0
split_gain=6.81696e+11 3.965e+12 1.03574e+13 1.5524e+13 1.68735e+13 1.06394e+13 1.23971e+13 3.35335e+13 1.18798e+13 2.09364e+13 1.10284e+13 1.40368e+13 1.81421e+13 1.17463e+13 1.56188e+13 1.08414e+13 1.3106e+13 1.9631e+13 1.45918e+13 2.86177e+13 2.08506e+13 1.50935e+13 3.55379e+13 2.75596e+13 2.64768e+13 1.37274e+13 1.21733e+13 1.63563e+13 1.19746e+13 1.09121e+13
threshold=14.500000000000002 137.05000000000004 150.04500000000004 23.500000000000004 1.5000000000000002 45.029420750000007 55.014170500000006 21.500000000000004 16.500000000000004 225.45000000000002 225.45000000000002 54.934662400000008 38.959914000000005 17.500000000000004 39.718803500000007 23.500000000000004 20.500000000000004 19.500000000000004 17.500000000000004 17.500000000000004 56.663136550000011 161.85000000000002 1.5000000000000002 55.664473600000008 4.5000000000000009 49.111504200000006 37.098288800000006 60.628582700000003 56.135466100000009 56.028355650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 8 7 10 9 -4 11 12 -7 -14 -15 16 18 -18 20 25 21 -8 -23 24 -24 -20 -22 -28 -21 -19
right_child=1 2 5 4 -6 6 15 -9 -10 -11 -12 -13 13 14 -16 -17 17 29 19 28 26 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-11.579387546781298 105.06927975534165 19661.799374385519 115561.92010416667 3833.5320951440517 -56502.067117745537 -82726.112094478289 -66070.927101293099 14820.906915332826 6616.7086202924684 -8346.8090625000004 -2617.062077487245 -100743.34241071429 -8214.7965820312511 -120894.01518554689 -4243.6144531250002 -8103.2231118113723 103550.36868061266 47639.705133928575 -20551.791737689397 74122.077786458336 15700.789223345588 110654.97887931037 -42278.670912388392 -87654.683880974262 95242.263950892855 -111763.99062500001 143243.9529575893 24839.153095703125 -20645.629036458336 -49072.481484374999
leaf_weight=3980118 335252 739 30 269 56 59 29 246 195 25 98 35 172 24 22 388 38 28 33 30 34 29 28 34 28 33 28 20 24 20
leaf_count=3980118 335252 739 30 269 56 59 29 246 195 25 98 35 172 24 22 388 38 28 33 30 34 29 28 34 28 33 28 20 24 20
internal_value=0 136.334 3887.85 11651.5 -6562.76 -887.012 -4110.12 -14367.6 18193.8 59239.8 -31880.7 -41072.5 -33532.9 -20219.1 -65104.7 4056.03 14876.7 49853.2 6282.42 -21985.4 21030.9 -1380.68 14384.2 -16636.4 26481.8 -66157.9 61481 93908.6 32003.1 7342.96
internal_weight=0 338046 2794 1064 325 1730 1480 656 250 55 410 312 277 218 46 824 436 86 350 120 230 148 119 90 56 66 82 48 54 48
internal_count=4318164 338046 2794 1064 325 1730 1480 656 250 55 410 312 277 218 46 824 436 86 350 120 230 148 119 90 56 66 82 48 54 48
is_linear=0
shrinkage=0.1


Tree=2861
num_leaves=31
num_cat=0
split_feature=5 4 1 0 0 1 1 2 0 1 0 4 3 0 5 3 4 2 3 2 0 1 1 1 0 0 1 1 6 4
split_gain=7.31512e+11 4.92959e+12 6.97692e+12 1.11051e+13 8.51262e+12 6.70054e+12 3.02507e+13 1.32561e+13 1.08752e+13 2.41313e+13 1.73585e+13 1.27365e+13 2.33893e+13 1.96529e+13 1.75111e+13 1.47016e+13 1.23653e+13 1.20732e+13 1.44425e+13 1.23341e+13 1.27572e+13 9.54976e+12 1.7568e+13 2.30475e+13 9.51608e+12 1.07291e+13 9.1794e+12 1.7587e+13 1.25581e+13 2.50907e+13
threshold=142.05000000000004 2.5000000000000004 38.096381250000007 45.133160800000006 60.052595500000002 60.528664650000003 60.695889550000011 1.5000000000000002 55.777112100000004 44.005491150000005 55.820531900000013 1.5000000000000002 14.500000000000002 45.053747000000008 225.45000000000002 16.500000000000004 1.5000000000000002 5.5000000000000009 9.5000000000000018 2.5000000000000004 53.145783300000012 39.614024000000008 40.247294600000011 44.660994650000006 57.178027650000011 56.24640500000001 39.666208800000007 40.247294600000011 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 -7 -8 11 -10 -11 12 26 -14 -15 17 24 19 -19 20 -13 -21 -23 -24 25 -12 -4 -28 29 -29
right_child=1 -3 5 4 -6 6 7 -9 9 10 16 15 13 14 -16 -17 -18 18 -20 21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=2.8573001947849876 -57149.926508789067 -1116.4562371361803 31674.724916608149 -5541.6704299963894 54559.628843750004 -85242.391303830038 -33945.721519156679 12959.906122622284 -3872.464427532328 134130.20981889204 53611.053108016313 12751.837431504991 12611.887654903017 -144913.33549107143 -34042.748882004315 68416.605729166666 15558.682494321076 -74257.050241268385 10219.51950744629 86218.75032958985 -54559.653917410717 -43797.450565732761 118766.91611979167 17270.364324396309 21590.235091145834 153757.90515625 -73675.605634469699 131533.71763392858 -11554.239071800595 -8291.8315104166668
leaf_weight=4297453 40 18572 89 411 25 41 73 345 145 22 23 144 29 28 29 48 92 34 50 32 35 29 30 88 24 20 33 21 126 33
leaf_count=4297453 40 18572 89 411 25 41 73 345 145 22 23 144 29 28 29 48 92 34 50 32 35 29 30 88 24 20 33 21 126 33
internal_value=0 -592.879 3953.11 -6721.92 -2095.5 7008.62 -3271.91 4768.25 10927.9 26525 50876.5 5136.69 -8398.37 -54407.8 -88505.5 15854.3 39357.1 10146.1 -23973.4 18151.8 -409.627 36713.3 25936.6 43074.6 72035.5 100191 4703.64 -6565.97 5737.46 46084.8
internal_weight=0 20711 2139 476 436 1663 459 418 1204 326 181 878 388 86 57 490 159 442 84 358 179 179 147 118 67 43 302 213 180 54
internal_count=4318164 20711 2139 476 436 1663 459 418 1204 326 181 878 388 86 57 490 159 442 84 358 179 179 147 118 67 43 302 213 180 54
is_linear=0
shrinkage=0.1


Tree=2862
num_leaves=31
num_cat=0
split_feature=2 6 4 0 5 5 0 2 0 1 5 1 0 0 3 5 3 4 2 0 5 5 5 0 5 5 5 1 5 2
split_gain=6.74589e+11 1.30465e+12 4.57337e+12 5.25061e+12 4.38176e+12 6.65128e+12 6.11373e+12 9.6402e+11 5.60701e+12 4.68754e+12 5.39195e+12 6.34228e+12 2.80038e+12 2.57564e+12 2.31411e+12 1.02656e+13 8.62997e+12 6.54897e+12 4.54296e+12 2.85136e+12 2.1681e+12 3.09758e+12 5.77124e+12 3.32049e+12 2.95592e+12 2.11977e+12 1.92884e+12 4.84221e+12 1.86934e+12 1.86161e+12
threshold=34.500000000000007 1.5000000000000002 1.5000000000000002 56.802385350000009 79.010000000000005 40.205000000000005 55.806974650000008 32.500000000000007 55.87722990000001 37.620907050000007 74.610000000000014 37.487839250000007 56.819808050000006 55.826364100000013 35.500000000000007 58.305000000000007 37.500000000000007 2.5000000000000004 33.500000000000007 55.719391050000006 36.715000000000011 51.405000000000008 43.405000000000008 55.664473600000008 41.005000000000003 56.505000000000003 58.040000000000006 37.737121850000008 39.995000000000012 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 5 -2 -7 29 13 10 11 -10 -11 14 17 16 -16 18 20 -19 -9 22 23 -22 -25 -13 -23 -28 -14 -1
right_child=1 2 3 -5 -6 6 -8 8 9 12 -12 25 28 -15 15 -17 -18 19 -20 -21 21 26 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.56701958688348719 -24634.437246621623 41844.361993243248 -13790.272427455357 38836.27626201923 -37847.120659722226 1422.4633568548388 69468.882744565228 -12569.485504150391 31228.199628906252 -17000.323797707482 -71062.341513427731 -17736.963349184785 -6087.0842484085651 18155.527555899786 -93792.16164062501 29189.007782907196 -11864.145084635418 -8326.0113597972977 56035.815444335938 -52043.071937500004 39557.177812500006 -21485.320544433594 58588.864149475099 17370.593046875001 -36346.62005208333 -50665.365153952211 34942.916122159091 -21066.590348868536 29392.68740530303 4878.9907036666682
leaf_weight=4316392 37 37 70 26 27 31 23 48 20 61 25 46 27 87 20 33 36 37 20 25 20 32 32 20 21 34 33 29 33 782
leaf_count=4316392 37 37 70 26 27 31 23 48 20 61 25 46 27 87 20 33 36 37 20 25 20 32 32 20 21 34 33 29 33 782
internal_value=0 5184.06 11974.9 462.751 -2470.05 8026.44 30405.2 -0.301351 -3611.77 -15942.8 -29524.1 -19139.6 -1912.5 2541.24 -804.676 -15053 -41124.2 3195.64 10283 -25953.9 6389.1 11255.5 24194.8 6152.07 -10143.1 -31731.5 -1546.22 8744.92 13426.8 0.316849
internal_weight=0 251 133 96 118 91 54 4.31791e+06 739 246 125 100 121 493 406 89 56 317 255 62 235 187 93 61 41 80 94 62 60 4.31717e+06
internal_count=4318164 251 133 96 118 91 54 4317913 739 246 125 100 121 493 406 89 56 317 255 62 235 187 93 61 41 80 94 62 60 4317174
is_linear=0
shrinkage=0.1


Tree=2863
num_leaves=31
num_cat=0
split_feature=4 1 1 0 0 5 0 5 3 1 0 3 5 5 3 3 0 3 0 5 5 1 5 0 0 1 5 3 5 1
split_gain=6.70165e+11 2.99041e+12 1.1962e+13 1.04585e+13 3.38427e+13 3.27296e+13 1.44927e+13 2.25069e+13 3.33621e+13 9.60799e+12 2.07347e+13 3.10605e+13 2.46551e+13 3.03817e+13 1.80236e+13 1.63606e+13 2.03292e+13 2.87145e+13 1.63832e+13 1.62142e+13 1.15157e+13 9.37918e+12 1.90534e+13 2.22896e+13 2.92924e+13 1.71588e+13 2.68288e+13 1.35273e+13 1.74696e+13 2.74415e+13
threshold=4.5000000000000009 44.660994650000006 47.473138800000008 54.194619400000008 53.145783300000012 132.05000000000004 56.143542450000005 177.02500000000003 6.5000000000000009 43.808567100000012 56.320495600000008 5.5000000000000009 118.33500000000002 150.04500000000004 7.5000000000000009 3.5000000000000004 56.197733450000008 5.5000000000000009 56.281985950000006 125.85000000000001 103.45000000000002 49.148175700000003 177.02500000000003 55.784980300000008 55.812836050000008 49.236330900000006 128.92000000000004 9.5000000000000018 102.01000000000001 49.073956850000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 -5 -7 -8 -9 -2 14 12 -12 -14 15 18 19 20 -11 -17 -18 22 27 -24 -25 26 -23 -4 -29 -30
right_child=1 2 21 5 -6 6 7 8 -10 10 11 -13 13 -15 -16 16 17 -19 -20 -21 -22 25 23 24 -26 -27 -28 28 29 -31
leaf_value=-2.2765329127578995 269.65152629461471 21477.121807688913 8870.4611802321215 43123.76075490316 158711.84185546875 -98929.455387931041 -97471.612100074417 -58196.380357142858 122268.9009375 65931.445498511908 -14314.459147135416 -16824.010697832182 190586.29381793481 22062.328457031253 -193.60363066406251 28090.200547211745 -93362.590178571438 -13009.105638586958 -44655.366744087842 -73693.779042681534 -192098.50062753184 -7371.7614228661378 -16842.652465277777 -192410.7278125 -23310.414434523813 1480.8516291774322 81789.432036994491 37545.560323433252 7338.9912401199344 -128219.01782226562
leaf_weight=4303792 6930 177 312 96 20 29 21 21 20 21 24 131 23 20 125 29 21 23 37 34 27 67 90 20 21 5882 68 23 28 32
leaf_count=4303792 6930 177 312 96 20 29 21 21 20 21 24 131 23 20 125 29 21 23 37 34 27 67 90 20 21 5882 68 23 28 32
internal_value=0 681.723 2177.15 19330.6 35409.6 2391.86 -40578.1 -13284.7 29835.5 -709.66 -13887.6 11501.2 66883.3 112203 -29745.6 -48985.1 -68190 -104880 -4615.31 -26840.8 -148902 1170.44 -11634.9 -44683.8 -105798 2289.87 37539.1 -674.393 -36553.8 -64958.6
internal_weight=0 14372 6927 384 197 187 91 62 41 7445 515 198 67 43 317 192 134 71 58 63 48 6543 526 131 41 6017 135 395 83 60
internal_count=4318164 14372 6927 384 197 187 91 62 41 7445 515 198 67 43 317 192 134 71 58 63 48 6543 526 131 41 6017 135 395 83 60
is_linear=0
shrinkage=0.1


Tree=2864
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 5 3 5 6 0 3 5 1 5 5 1 5 4 5 5 3 3 5 5 2 2 5 5 0 2
split_gain=6.58169e+11 4.0835e+12 1.79415e+13 3.73134e+13 3.16503e+13 2.27773e+13 2.18117e+13 1.82449e+13 1.63518e+13 5.2294e+13 2.75822e+13 2.05016e+13 2.57952e+13 2.09582e+13 2.22449e+13 1.97794e+13 1.76535e+13 1.48989e+13 1.69027e+13 1.47869e+13 1.37396e+13 1.28733e+13 1.12668e+13 1.12243e+13 1.7789e+13 2.3295e+13 1.06671e+13 1.06088e+13 9.35923e+12 9.25241e+12
threshold=10.500000000000002 83.691301500000009 83.026705000000007 54.978840000000005 55.078308950000007 34.920000000000009 11.500000000000002 90.015000000000015 1.5000000000000002 53.355366400000001 12.500000000000002 95.020000000000024 83.093115700000013 120.05000000000001 150.04500000000004 83.053286850000021 43.005000000000003 3.5000000000000004 116.06000000000002 89.00500000000001 18.500000000000004 12.500000000000002 65.045000000000016 88.015000000000015 10.500000000000002 8.5000000000000018 83.010000000000005 61.845000000000006 54.864040150000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 27 20 9 -8 29 23 15 -14 -15 -13 28 18 -17 26 21 -7 -6 -10 25 -25 -18 -4 -12 -11
right_child=1 -3 3 4 22 7 8 -9 11 10 16 12 13 14 -16 17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=30.395555820294636 -39.344800092185267 943.61809851329474 -12016.962657661639 1518.1629684790912 24169.139670332654 2843.5198022650197 -4833.3191607296994 -81015.884312879774 -2870.8316645602326 105298.77660688921 20993.653161431837 3013.3748851102941 23228.913204152963 -132497.18203125001 -4842.7346475290697 121363.17865149456 24066.038499392616 164077.01121271309 -4336.1932031249999 -7106.4495447107274 10588.207270990417 -20544.4856247102 -17444.287329697028 -5366.6437582526414 20263.621635142546 -86372.717077464797 66250.139593505868 -43779.039831637601 -964.00222445118186 32543.652667025861
leaf_weight=2688514 1571270 40326 569 757 315 258 2605 45 7656 44 258 34 152 20 43 23 946 22 20 148 172 2680 82 71 57 71 64 129 784 29
leaf_count=2688514 1571270 40326 569 757 315 258 2605 45 7656 44 258 34 152 20 43 23 946 22 20 148 172 2680 82 71 57 71 64 129 784 29
internal_value=0 -50.1451 -75.3599 -3209.81 -11329.3 -14059.5 -664.379 -17797.2 257.014 4838.34 15922.7 -2478.66 22577.7 3128.44 -45368 64815.9 13916.1 97143.4 62898.4 22413.4 -16882.5 -18490.7 15573.9 -3480.27 -26927 -45869.7 26739.1 -17887 4472.73 76396.1
internal_weight=0 1.62965e+06 1.58932e+06 18054 4309 3912 13745 3155 13047 4878 2273 8169 314 215 63 99 2200 65 43 1158 3110 2938 397 7855 199 142 1010 698 1042 73
internal_count=4318164 1629650 1589324 18054 4309 3912 13745 3155 13047 4878 2273 8169 314 215 63 99 2200 65 43 1158 3110 2938 397 7855 199 142 1010 698 1042 73
is_linear=0
shrinkage=0.1


Tree=2865
num_leaves=31
num_cat=0
split_feature=3 2 0 1 1 5 1 3 5 1 4 0 6 5 1 1 5 5 0 1 5 3 0 1 5 0 0 1 5 4
split_gain=7.31718e+11 5.55954e+12 1.5312e+13 3.46717e+13 6.59667e+13 2.95968e+13 4.96802e+13 2.308e+13 2.09635e+13 2.43767e+13 1.52056e+13 1.49529e+13 1.19219e+13 1.18432e+13 2.55824e+13 5.44339e+13 6.60097e+13 9.00996e+13 3.30675e+13 1.88153e+13 3.29881e+13 1.62981e+13 1.54933e+13 1.36318e+13 2.53245e+13 1.99253e+13 1.88265e+13 1.56314e+13 1.26103e+13 2.34025e+13
threshold=9.5000000000000018 8.5000000000000018 45.254062050000009 39.925119750000007 39.899261850000009 107.05000000000001 38.950530550000003 8.5000000000000018 95.020000000000024 39.032393150000004 5.5000000000000009 44.874285750000006 1.5000000000000002 64.020000000000024 37.752451500000006 37.582182450000005 77.715000000000018 72.705000000000013 55.719391050000006 20.507360500000004 79.010000000000005 7.5000000000000009 56.635684300000008 91.910414550000013 87.00500000000001 56.110481950000008 53.719078300000007 104.38035940000002 81.910000000000011 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -5 11 -10 12 -3 -4 -14 15 19 17 18 -17 20 -15 22 -16 26 -25 27 -23 -26 -21 -30
right_child=-2 2 10 7 -6 6 -8 -9 9 -11 -12 -13 13 14 21 16 -18 -19 -20 28 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-14.55824019809446 37.155445814565937 -2289.6931607920806 3061.4310260589841 68850.481009615396 186305.57336309526 4190.3024437313989 176154.15666852682 -8913.0573123654231 14128.489001464844 -107474.74411764706 76517.881999999998 12289.174349044048 -1194.8485483518393 136.64696950604841 -64467.511935240967 -23923.113926630438 -237170.0910326087 126602.89041193182 -183295.88208333333 -14200.869100333186 -154254.19450000001 -13943.654384565354 -592.75191406249996 3740.8657969723058 138158.09428571429 -1962.0746616363526 -1207.1423129954533 30588.00830965909 80617.539765625013 -2623.5057036650346
leaf_weight=1875579 2379540 963 5236 39 21 42 28 1786 32 34 25 2611 41872 31 83 23 23 22 30 1134 25 1408 70 557 35 32 6604 22 40 217
leaf_count=1875579 2379540 963 5236 39 21 42 28 1786 32 34 25 2611 41872 31 83 23 23 22 30 1134 25 1408 70 557 35 32 6604 22 40 217
internal_value=0 -45.606 -969.272 4043.77 9568.68 8568.29 72975.8 -7251.26 7329.68 -48515.6 -1453.76 8360.96 -1487.68 -1943.74 -4971.69 -16840.9 -88966.9 -43517.9 -114134 -11956.1 -68787.8 -2890.43 -35243.8 -2318.7 11655.3 61187.5 -3445.41 96639.8 -9668.14 10332.3
internal_weight=0 1.93862e+06 63045 5556 3731 3710 70 1825 3640 66 57489 3574 57464 52228 10356 1545 98 75 53 1447 56 8811 153 8658 646 89 8012 57 1391 257
internal_count=4318164 1938624 63045 5556 3731 3710 70 1825 3640 66 57489 3574 57464 52228 10356 1545 98 75 53 1447 56 8811 153 8658 646 89 8012 57 1391 257
is_linear=0
shrinkage=0.1


Tree=2866
num_leaves=31
num_cat=0
split_feature=5 5 0 0 2 3 3 1 1 1 0 0 0 0 0 1 3 0 2 3 6 1 3 3 2 1 0 0 5 2
split_gain=6.88784e+11 2.99531e+12 1.16736e+13 1.53864e+13 1.51414e+13 1.4711e+13 2.37605e+13 1.9717e+13 7.32935e+13 1.59246e+13 2.87045e+13 1.5744e+13 4.01826e+13 3.27524e+13 1.69161e+13 2.44262e+13 1.58508e+13 1.5603e+13 1.32772e+13 1.7436e+13 2.28035e+13 2.03521e+13 2.21997e+13 3.45553e+13 2.40085e+13 1.63978e+13 1.46765e+13 3.46721e+13 1.77574e+13 3.97002e+13
threshold=102.01000000000001 104.75000000000001 55.110554300000004 55.141517900000004 3.5000000000000004 3.5000000000000004 5.5000000000000009 61.880021000000006 65.551978750000004 37.214886200000009 59.904813200000007 60.003414000000006 60.693675950000006 59.950068600000009 59.853570100000006 30.451272450000005 4.5000000000000009 59.916647550000008 5.5000000000000009 23.500000000000004 1.5000000000000002 37.832345550000007 6.5000000000000009 7.5000000000000009 3.5000000000000004 30.305955500000003 55.860536450000005 55.784980300000008 103.45000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 7 11 -9 10 -5 13 -13 14 15 -7 -16 -18 19 20 -8 22 24 -24 -22 -26 27 -25 29 -28
right_child=1 -3 3 5 -6 6 18 8 -10 -11 -12 12 -14 -15 16 -17 17 -19 -20 -21 21 -23 23 26 25 -27 28 -29 -30 -31
leaf_value=6.4099357750722952 -5416.2602258991892 -74.299474793406176 3997.7330208333333 147644.11979166669 107221.0269675926 69214.005189732154 -5770.8529853730433 -224050.33407738098 4756.3611653645839 7405.3014135518206 6609.3406502016142 -152625.01865985579 24935.85858105469 90643.281797790536 -92484.155000000013 -12002.642613381091 51266.558831521746 -44568.726682692308 -2215.9403091472527 -27491.916955184937 -79822.039223345593 7671.6337717451961 146637.51239224136 27455.168022314454 -23667.410286458336 98934.990434570311 12200.275861672795 -114354.0128125 20462.655159742819 113684.06946760885
leaf_weight=4209727 4928 97665 30 27 27 42 591 21 42 109 31 26 25 32 45 313 23 65 2916 128 34 805 29 125 24 20 68 20 137 89
leaf_count=4209727 4928 97665 30 27 27 42 591 21 42 109 31 26 25 32 45 313 23 65 2916 128 34 805 29 125 24 20 68 20 137 89
internal_value=0 -248.846 -1831.38 1191.6 52893 682.357 -186.772 -18421.2 -71512.5 29930.9 72263.5 -12563.5 -65585.4 -7363.23 -13789.9 -2393.91 -44207.7 -19520.9 2131.84 8256.54 10612.8 17779.9 32683 40914.9 -16708.6 32061 33931 7895.28 46771.7 69729.3
internal_weight=0 108437 10772 5844 57 5787 5620 634 63 167 58 571 51 520 488 355 133 88 4986 2070 1942 1351 546 468 78 44 439 145 294 157
internal_count=4318164 108437 10772 5844 57 5787 5620 634 63 167 58 571 51 520 488 355 133 88 4986 2070 1942 1351 546 468 78 44 439 145 294 157
is_linear=0
shrinkage=0.1


Tree=2867
num_leaves=31
num_cat=0
split_feature=5 5 2 0 3 1 1 5 3 1 0 3 0 0 1 2 0 1 2 1 1 5 0 1 4 0 0 1 1 0
split_gain=6.71675e+11 9.04605e+12 2.15695e+13 1.94099e+13 1.87017e+13 1.92229e+13 1.12263e+14 2.1787e+13 1.55634e+13 2.91691e+13 5.09409e+13 1.72466e+13 1.9e+13 2.40247e+13 2.50282e+13 2.24798e+13 2.81515e+13 1.87076e+13 2.55926e+13 6.13388e+13 4.76252e+13 6.54576e+13 1.69163e+13 1.6371e+13 2.59425e+13 1.52271e+13 2.49014e+13 1.48095e+13 1.47857e+13 1.56174e+13
threshold=62.385000000000012 64.020000000000024 6.5000000000000009 53.719078300000007 4.5000000000000009 37.642309100000013 37.559851850000008 63.005000000000003 5.5000000000000009 38.058342000000003 55.946414150000003 6.5000000000000009 55.834684950000003 55.727011600000004 37.777459000000007 4.5000000000000009 59.916647550000008 47.208373000000009 2.5000000000000004 30.388336800000001 37.417247200000006 63.145000000000003 56.663136550000011 38.781124500000011 2.5000000000000004 55.834684950000003 55.87722990000001 83.015546400000019 37.533784800000006 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 10 25 12 13 -10 -15 17 22 18 20 -20 21 -14 -17 24 -11 -6 28 -13 -27 -30
right_child=1 -3 -4 4 8 -7 7 -9 11 23 -12 27 15 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-22.977737206258602 4309.6482430875212 -45.48647778382275 -773.02033939235889 12147.476982645807 -23513.728013577886 3749.361941107647 235412.30084375001 97247.241815476198 19396.379787147773 93868.070641196653 1336.4069129084739 669.60986176671315 165846.94666015625 132222.98729166665 13091.738224003233 65609.171284722222 124501.00984933037 20079.228984550959 -146242.35885283802 13660.463962765958 -69379.308389756945 -67708.246386718747 -8453.8845493861609 -1326.8647452460395 10600.024116302206 -39128.618177083335 -18444.839822529637 9791.0712474257944 -188978.63814538045 -79452.538713378905
leaf_weight=3223874 22190 947470 54780 894 926 3250 25 21 213 41 1190 52041 30 45 29 45 28 111 49 47 45 20 98 8262 428 30 86 1843 23 30
leaf_count=3223874 22190 947470 54780 894 926 3250 25 21 213 41 1190 52041 30 45 29 45 28 111 49 47 45 20 98 8262 428 30 86 1843 23 30
internal_value=0 67.6944 798.082 1733.16 914.665 7392.07 19986.5 172337 501.319 -2927.63 -12986.3 1192.58 16151.6 36449.9 85536.4 3835.3 32806.8 -12569.1 -31542.7 -67956.6 5254.47 72424.9 14852.7 -295.173 17879.3 -28551.5 -56155 981.592 -95228.2 -126983
internal_weight=0 1.09429e+06 146820 92040 69850 4190 940 46 65660 11016 2285 54644 760 287 74 473 171 302 191 96 95 50 143 8731 469 1095 169 53884 83 53
internal_count=4318164 1094290 146820 92040 69850 4190 940 46 65660 11016 2285 54644 760 287 74 473 171 302 191 96 95 50 143 8731 469 1095 169 53884 83 53
is_linear=0
shrinkage=0.1


Tree=2868
num_leaves=31
num_cat=0
split_feature=1 5 4 5 5 0 5 0 0 2 1 5 5 2 3 3 1 5 0 3 2 3 2 0 4 2 1 1 5 5
split_gain=6.99118e+11 3.46051e+12 8.46456e+12 2.0567e+13 1.54413e+13 2.4979e+13 2.51421e+13 1.99602e+13 2.00092e+13 1.52383e+13 1.49913e+13 3.68904e+13 2.4501e+13 2.5174e+13 2.31919e+13 2.64777e+13 1.74966e+13 1.72634e+13 2.2366e+13 1.3981e+13 1.39672e+13 1.35194e+13 1.33792e+13 1.27054e+13 1.77273e+13 1.56002e+13 2.84984e+13 1.33685e+13 1.31604e+13 2.81612e+13
threshold=83.000022850000008 59.005000000000003 1.5000000000000002 49.010000000000012 54.410000000000004 51.83362145000001 58.005000000000003 55.017213950000006 55.020029900000004 5.5000000000000009 83.026705000000007 42.605000000000011 56.505000000000003 6.5000000000000009 17.500000000000004 18.500000000000004 83.015546400000019 54.410000000000004 55.013931500000005 14.500000000000002 2.5000000000000004 4.5000000000000009 2.5000000000000004 55.010031850000011 2.5000000000000004 1.5000000000000002 83.015546400000019 83.015546400000019 58.005000000000003 58.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 20 -6 7 -7 -9 22 11 16 13 17 23 -16 -4 -13 21 -12 -5 -19 -8 24 -14 26 -25 -26 -27 -30
right_child=1 -3 10 4 5 6 9 8 -10 -11 19 12 14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 25 27 28 -28 -29 29 -31
leaf_value=15.13513242874056 -59.834368225599626 -496.17520502205292 -1532.7950211588543 -19605.730825220613 -59515.077449324323 1661.0761994638954 -3531.8338204681386 40372.418876309879 4664.4104375890784 -9772.1297091318083 -129.02886837877867 13219.299815492828 9067.4922232934987 1929.2601507402419 -60250.513404107864 15020.081893229168 -25026.73960588509 139165.57425595238 8933.2972661675358 4092.5762348981066 -5983.4661843617396 52914.491066984949 9896.735524059477 -1342.5576012920135 -40819.590718749998 11385.107537779044 -43436.321290159765 854.96068501268701 -13805.153665947393 4669.7082718014854
leaf_weight=3782924 242274 160110 630 965 74 1215 2811 334 296 2729 90427 2986 236 2354 124 75 638 21 135 8590 3421 135 1008 1668 225 2237 178 117 916 8311
leaf_count=3782924 242274 160110 630 965 74 1215 2811 334 296 2729 90427 2986 236 2354 124 75 638 21 135 8590 3421 135 1008 1668 225 2237 178 117 916 8311
internal_value=0 -106.971 59.1463 -266.637 -4164.79 -1670.14 -1160.13 9150.82 23595.3 -4065.4 751.764 3179.57 4242.78 9818.19 2014.12 -31882.2 -13353.9 15485.1 38735.1 237.207 -8980.61 64525.2 12.549 2499.81 -12014.6 3130.12 -5401.44 -26562.5 4503.92 2835.64
internal_weight=0 535240 375130 255127 12853 8467 8393 1845 630 6548 120003 20986 19718 5631 14087 199 1268 3277 291 99017 4386 156 3819 13888 578 13310 1846 342 11464 9227
internal_count=4318164 535240 375130 255127 12853 8467 8393 1845 630 6548 120003 20986 19718 5631 14087 199 1268 3277 291 99017 4386 156 3819 13888 578 13310 1846 342 11464 9227
is_linear=0
shrinkage=0.1


Tree=2869
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 5 6 3 1 1 3 3 3 0 1 3 0 1 2 1 3 2 2 4 3 0 1 0 3 1
split_gain=7.65185e+11 1.20908e+13 1.58017e+13 2.70441e+13 2.64795e+13 6.15454e+13 6.90974e+13 4.50813e+13 5.08243e+13 4.60454e+13 3.50713e+13 5.31722e+13 2.64062e+13 4.26951e+13 3.53491e+13 3.75485e+13 3.39251e+13 5.2359e+13 5.75772e+13 3.09609e+13 2.6745e+13 2.54925e+13 3.72703e+13 2.32679e+13 2.84622e+13 2.70672e+13 4.52194e+13 2.44724e+13 2.33233e+13 2.06327e+13
threshold=66.50500000000001 67.520000000000024 57.641335050000002 55.777112100000004 55.751981950000008 66.990000000000023 1.5000000000000002 7.5000000000000009 37.66934650000001 37.855187800000003 12.500000000000002 11.500000000000002 17.500000000000004 44.580511600000001 37.615058950000012 29.500000000000004 55.674875350000008 37.726745000000001 14.500000000000002 37.869926150000005 19.500000000000004 8.5000000000000018 15.500000000000002 2.5000000000000004 14.500000000000002 55.806974650000008 37.642309100000013 55.801980100000009 18.500000000000004 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 6 10 8 -7 21 11 -6 -2 20 -15 16 -16 18 -18 -19 -14 -9 -23 24 -5 26 28 -28 -26 -27
right_child=1 -3 -4 23 5 7 -8 9 -10 -11 -12 -13 13 14 15 -17 17 19 -20 -21 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=-20.567969727639422 2854.1071130492764 -1.4521354001676483 -2944.7326780212197 19416.870639359327 -44974.976169549853 -196071.85846354169 9164.6540635850688 13284.057823350695 -12842.55684070122 -10031.92995540129 -60501.784888980263 -245200.15694444446 -185472.33348214289 20301.403898459335 -6255.425908129735 101317.71829637098 -173327.66403186275 97928.378497023819 20221.022927024151 -29420.080943545385 -29382.682982336959 147555.38753188777 -2492.2046250000003 1922.167764363546 6475.2368350074412 -11581.356295451054 26154.683004445047 -72624.467145538336 128662.90788614244 7563.2822942141902
leaf_weight=3485947 20248 790460 6131 2429 21 24 72 72 41 397 57 36 21 492 3285 31 51 21 22 210 23 49 25 5010 21 788 116 32 61 1971
leaf_count=3485947 20248 790460 6131 2429 21 24 72 72 41 397 57 36 21 492 3285 31 51 21 22 210 23 49 25 5010 21 788 116 32 61 1971
internal_value=0 86.154 1744.54 2551.53 779.099 -17192.7 -67529.2 -1793.72 -80496.5 7627.41 -115967 -171433 1363.82 -5896.83 -4848.37 -8266.52 -9213.05 -41172.9 -114998 -17842.9 -103880 55646.3 96863.6 6834.4 11376.7 4842.92 37801.6 4797.03 97370.9 2095.37
internal_weight=0 832217 41757 35626 25198 794 186 608 65 543 114 57 24404 4156 4112 3620 3589 304 73 231 44 146 74 10428 5418 2989 230 148 82 2759
internal_count=4318164 832217 41757 35626 25198 794 186 608 65 543 114 57 24404 4156 4112 3620 3589 304 73 231 44 146 74 10428 5418 2989 230 148 82 2759
is_linear=0
shrinkage=0.1


Tree=2870
num_leaves=31
num_cat=0
split_feature=5 5 4 0 3 0 2 1 1 5 0 3 5 4 2 1 3 6 1 5 0 1 3 5 5 3 0 4 5 5
split_gain=7.46601e+11 1.82042e+13 1.2633e+13 2.65141e+13 2.16245e+13 1.30769e+13 1.15516e+13 2.2443e+13 3.0818e+13 3.4849e+13 5.57183e+13 3.38054e+13 2.89709e+13 2.66853e+13 2.66417e+13 2.41441e+13 4.05336e+13 4.9195e+13 7.73899e+13 7.47326e+13 6.04156e+13 3.42317e+13 4.29526e+13 1.42851e+14 6.36595e+13 7.1136e+13 3.61748e+13 3.28473e+13 4.1961e+13 3.22505e+13
threshold=71.00500000000001 70.00500000000001 1.5000000000000002 45.022371150000005 4.5000000000000009 55.055104550000003 2.5000000000000004 43.808567100000012 44.660994650000006 74.610000000000014 56.197733450000008 25.500000000000004 76.00500000000001 1.5000000000000002 7.5000000000000009 49.073956850000009 16.500000000000004 1.5000000000000002 45.148007750000012 125.85000000000001 55.842510000000011 49.177301950000007 19.500000000000004 74.010000000000005 72.705000000000013 17.500000000000004 55.727011600000004 1.5000000000000002 88.015000000000015 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -2 -8 9 10 -9 12 -11 -12 -13 16 -10 19 -19 -18 -20 22 24 -24 25 -17 29 28 -28 -26
right_child=6 2 -4 4 5 -7 7 8 15 11 13 14 -14 -15 -16 21 17 18 20 -21 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=1.3718217966331383 -716.32701599116797 90213.750892857148 -2904.9323557488842 93964.175942758418 23094.348893229166 -17479.201674323995 -314.77971594338283 -8084.3783560217435 -1083.8455680622294 -15040.995201260705 -57617.09590517242 38328.696120689659 6552.4694414381647 39996.684450244327 -70293.307689950976 9993.915214177021 -6155.4894103336128 -139145.19436035157 8409.9865687036945 140734.59370659722 -46386.579297252058 836.83375139120733 105908.08233203675 11755.824863345084 -9130.2077303231472 -62702.130788715876 175588.28801081731 6982.2882638644533 -17075.489912109373 -114260.58829861111
leaf_weight=3633634 137726 42 25989 26 135 193 271680 415 20085 672 29 29 8239 817 102 249 914 64 329 36 518 208127 178 1702 83 293 26 5767 20 45
leaf_count=3633634 137726 42 25989 26 135 193 271680 415 20085 672 29 29 8239 817 102 249 914 64 329 36 518 208127 178 1702 83 293 26 5767 20 45
internal_value=0 -17.6325 -2634.83 15091.7 6178.87 -779.722 98.0563 313.578 999.889 6354.58 21928.1 4182.69 4924.05 36650.6 -46247.2 768.509 -2392.02 -16510.7 -33113.8 -589.128 -25102 1088.9 7361.94 20670.2 3502.68 -29304.9 6495.73 7653.65 91821.4 -46090.1
internal_weight=0 3.66002e+06 26385 396 354 328 658145 520419 248739 10303 1261 9042 8911 846 131 238436 21946 1861 911 950 847 216490 8363 1880 6483 542 5941 5813 46 128
internal_count=4318164 3660019 26385 396 354 328 658145 520419 248739 10303 1261 9042 8911 846 131 238436 21946 1861 911 950 847 216490 8363 1880 6483 542 5941 5813 46 128
is_linear=0
shrinkage=0.1


Tree=2871
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 6 1 3 1 5 0 0 3 1 5 0 1 3 5 5 1 0 0 1 1 1 1 4 4 0
split_gain=8.97691e+11 7.70827e+12 2.94745e+13 3.23086e+13 2.04587e+13 2.47745e+13 7.15128e+13 1.29402e+14 1.90436e+13 2.41731e+13 1.74648e+13 3.87295e+13 4.58053e+13 1.01184e+14 5.06253e+13 3.49113e+13 3.62699e+13 4.47363e+13 3.59428e+13 3.41464e+13 3.39594e+13 5.83196e+13 4.31705e+13 3.55861e+13 3.21821e+13 3.14626e+13 3.20489e+13 4.41112e+13 3.13818e+13 2.98482e+13
threshold=38.781124500000011 37.971176850000006 56.338501050000012 13.500000000000002 56.320495600000008 1.5000000000000002 38.151577750000008 12.500000000000002 38.151577750000008 93.00500000000001 55.601678500000013 55.734663800000007 5.5000000000000009 37.998366300000008 74.010000000000005 55.751981950000008 37.998366300000008 10.500000000000002 40.205000000000005 128.92000000000004 38.233559750000005 55.86787755000001 55.87722990000001 38.633372000000001 38.422276900000007 38.422276900000007 37.998366300000008 2.5000000000000004 3.5000000000000004 55.07108800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 10 6 -6 -8 9 -4 29 12 13 -12 28 25 -17 -18 -19 -15 -20 23 -23 24 -22 26 -13 -28 -14 -3
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11 11 15 14 19 -16 16 17 18 20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-12.990076535152591 -30.012879982256962 289.94475450218658 -15995.491289101661 -78849.213229166679 -27351.720747445914 7146.1963616896828 246419.53240131578 -12874.082040014022 -2878.2299372598654 -127143.84937499999 34022.310292249385 369.46531224931994 -6753.4904820620377 -4558.763730731981 -32645.386680513606 6272.4918192379882 919.16594281619246 1082.5922437421805 -17413.914493962435 102560.49736979167 -36025.583050865258 115022.35084635418 16346.704821483198 -38134.348169197001 885.84535722212354 -42202.611747393268 8732.2323852516747 34153.874325663979 105438.06978320313 4839.7534039830261
leaf_weight=1171215 3012745 35182 904 60 65 3017 38 39 5462 20 879 3248 9174 3696 802 7490 24618 3628 3839 30 279 48 581 388 1540 127 3759 834 25 24432
leaf_count=1171215 3012745 35182 904 60 65 3017 38 39 5462 20 879 3248 9174 3696 802 7490 24618 3628 3839 30 279 48 581 388 1540 127 3759 834 25 24432
internal_value=0 69.266 787.125 -5810.53 1120.01 9067.45 49887.3 115089 -5124.29 -18401.3 918.514 -215.431 -4749.35 3503.42 -8549.36 1099.05 -41.9688 -1396.32 -6928.95 -3696.29 -11283.4 -2984.68 23876.8 -10640.3 -4775.67 7172.32 7972.05 13348.3 -6448.59 2154.62
internal_weight=0 1.30542e+06 134204 6446 127758 3159 142 77 6386 924 124599 64985 14606 4605 10001 50379 42411 34921 10303 3726 6675 2836 629 2207 1819 7968 7841 4593 9199 59614
internal_count=4318164 1305419 134204 6446 127758 3159 142 77 6386 924 124599 64985 14606 4605 10001 50379 42411 34921 10303 3726 6675 2836 629 2207 1819 7968 7841 4593 9199 59614
is_linear=0
shrinkage=0.1


Tree=2872
num_leaves=31
num_cat=0
split_feature=0 0 1 6 5 1 1 5 3 3 1 3 1 3 5 5 2 3 1 3 5 4 3 5 1 3 5 1 1 3
split_gain=8.60104e+11 9.5255e+12 4.60638e+13 2.3171e+13 3.80774e+13 3.67458e+13 3.28126e+13 1.92531e+13 1.9186e+13 2.82024e+13 4.92634e+13 2.44897e+13 1.45987e+13 1.43358e+13 1.92273e+13 3.0532e+13 1.32875e+13 1.25627e+13 1.51868e+13 1.21416e+13 1.48566e+13 1.1112e+13 1.08002e+13 1.26971e+13 1.07975e+13 1.37783e+13 1.02164e+13 9.35062e+12 2.59643e+13 9.276e+12
threshold=57.581016350000006 57.265292900000006 61.880021000000006 1.5000000000000002 64.020000000000024 39.899261850000009 39.925119750000007 83.010000000000005 11.500000000000002 9.5000000000000018 39.863684800000009 14.500000000000002 93.043229050000022 4.5000000000000009 95.020000000000024 90.015000000000015 5.5000000000000009 10.500000000000002 39.726951800000002 9.5000000000000018 44.905000000000008 2.5000000000000004 3.5000000000000004 85.020000000000024 39.863684800000009 3.5000000000000004 41.995000000000012 60.08989780000001 59.76223980000001 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 17 -3 19 12 9 13 21 -10 26 22 15 -15 -16 18 -5 20 -7 -11 -6 -24 25 -20 -4 28 -26 -21
right_child=-2 2 7 4 8 6 -8 -9 11 10 -12 -13 -14 14 16 -17 -18 -19 24 29 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-7.5111888380030285 111.70801531318507 -13193.037620401832 -11657.514596777744 -8783.8657461326547 -10791.721646405082 8134.4604002495034 -30047.513350730722 -121434.23574218751 -59943.837891601564 65612.112471417684 -9088.0143690490713 4670.7794663394789 20299.881649677176 -25795.1722036438 -44423.480535442075 99647.004453125002 -138110.95198567709 -13819.245739376151 -5102.7293397156463 13266.649689974669 46347.560772717436 155064.20555245536 878.18231026785713 93309.814455247964 570.48799226603944 13994.143779766586 -34845.196822102866 7978.1633108441283 -23134.894474545436 -21943.868371582033
leaf_weight=3708342 594384 745 305 1572 351 173 172 20 200 41 160 83 74 650 41 20 24 695 526 1835 247 21 42 23 3853 1341 504 1117 525 78
leaf_count=3708342 594384 745 305 1572 351 173 172 20 200 41 160 83 74 650 41 20 24 695 526 1835 247 21 42 23 3853 1341 504 1117 525 78
internal_value=0 -17.8307 -2496.66 -1135.15 -3277.82 6304.86 12103.6 -24412 -17284.8 -12398 20235.9 -40993.3 -22214.4 -18692.3 -27088.4 -22050.6 -79015.8 -868.898 138.544 15211.2 30607.4 95910.4 -3857.9 33584.8 2043.74 8613.88 -26103.2 -188.557 -2272.21 11831
internal_weight=0 3.72378e+06 15438 14535 11285 3250 2505 903 1656 1373 222 283 883 1151 735 670 65 9629 8934 2333 420 62 416 65 7362 1867 809 5495 4378 1913
internal_count=4318164 3723780 15438 14535 11285 3250 2505 903 1656 1373 222 283 883 1151 735 670 65 9629 8934 2333 420 62 416 65 7362 1867 809 5495 4378 1913
is_linear=0
shrinkage=0.1


Tree=2873
num_leaves=31
num_cat=0
split_feature=1 4 5 5 0 1 1 5 1 6 3 2 3 0 3 5 5 4 5 5 5 1 3 1 0 5 0 0 5 0
split_gain=7.12108e+11 9.16187e+12 2.01552e+13 2.04099e+13 4.6061e+13 4.88137e+13 3.11716e+13 2.81024e+13 3.84062e+13 2.19268e+13 2.40397e+13 2.47045e+13 2.18767e+13 2.14376e+13 3.18522e+13 3.17135e+13 1.93375e+13 2.27938e+13 4.5534e+13 2.72283e+13 2.7128e+13 4.6417e+13 2.56414e+13 1.98872e+13 5.06845e+13 1.80238e+13 1.84053e+13 2.19504e+13 1.69559e+13 1.69065e+13
threshold=38.633372000000001 1.5000000000000002 87.00500000000001 97.050000000000011 60.003414000000006 30.346469350000003 30.315880100000005 100.05000000000001 30.425002000000003 1.5000000000000002 11.500000000000002 3.5000000000000004 10.500000000000002 55.619594000000006 11.500000000000002 89.00500000000001 177.02500000000003 1.0000000180025095e-35 114.05000000000001 103.45000000000002 107.05000000000001 37.487839250000007 17.500000000000004 30.323743050000001 59.916647550000008 85.91500000000002 59.896318000000008 59.916647550000008 123.15000000000002 55.141517900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 6 12 8 -5 10 11 -9 -4 -7 15 -15 17 20 19 -19 -11 28 23 -20 -25 -1 -27 -28 -22 -3
right_child=-2 29 3 7 -6 13 -8 9 -10 16 -12 -13 -14 14 -16 -17 -18 18 22 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-265.28933579251793 -26.492583444675901 -827.27963019393508 71297.965763774671 2953.6285657051285 178510.94972656251 -21295.055429159631 -80250.402815193971 -57463.336905570657 -153951.84881310095 -119356.6487109375 -84837.666483976413 89104.672316576092 -30263.133736165364 26428.084999999999 39006.836267681698 184281.56729213172 -9854.1336251226603 75542.40739639946 67072.432636335783 -12267.239352577611 29325.377864583334 142434.77699218752 20197.545049252716 40235.972767857143 247377.33240740743 -118527.59272460938 47400.564188508069 -59299.003666417746 -81142.397111742423 498.91852918583095
leaf_weight=552818 3029015 113720 38 39 20 37 58 23 26 20 49 23 48 20 165 35 207 46 51 152 24 20 46 21 27 24 31 51 33 621277
leaf_count=552818 3029015 113720 38 39 20 37 58 23 26 20 49 23 48 20 165 35 207 46 51 152 24 20 46 21 27 24 31 51 33 621277
internal_value=0 62.2476 -244.774 12552.3 30401.5 23014.5 -23596 3240.73 -59808.6 8763.92 -36097.8 15820.7 14612.7 49130.8 60975.2 126880 15351 27208.9 39312.7 8132.98 -15591 11361.1 81889.1 110554 156753 -273.195 -41504.7 -18961.4 -34629.6 293.727
internal_weight=0 1.28915e+06 554152 1228 421 401 144 807 65 742 95 46 86 257 220 55 647 440 343 198 97 77 145 99 48 552924 106 82 57 734997
internal_count=4318164 1289149 554152 1228 421 401 144 807 65 742 95 46 86 257 220 55 647 440 343 198 97 77 145 99 48 552924 106 82 57 734997
is_linear=0
shrinkage=0.1


Tree=2874
num_leaves=31
num_cat=0
split_feature=5 0 1 1 0 1 0 6 3 5 4 5 3 3 5 5 5 5 5 3 3 3 4 1 5 1 5 6 0 6
split_gain=9.2948e+11 5.95908e+12 1.56641e+13 8.56019e+13 1.73555e+14 3.48817e+13 1.1666e+14 9.63418e+13 1.2878e+14 6.28661e+13 5.82671e+13 4.81206e+13 4.65399e+13 3.8519e+13 3.77779e+13 3.6891e+13 6.48601e+13 2.73562e+13 2.70842e+13 4.0912e+13 2.68973e+13 2.48545e+13 2.42883e+13 3.45909e+13 2.27523e+13 2.23884e+13 2.17724e+13 1.98659e+13 1.78082e+13 2.81869e+13
threshold=42.005000000000003 60.017447350000005 30.434657650000002 30.451272450000005 60.042666650000008 30.388336800000001 60.042666650000008 1.5000000000000002 15.500000000000002 94.040000000000006 2.5000000000000004 74.610000000000014 18.500000000000004 3.5000000000000004 61.405000000000008 85.020000000000024 79.730000000000018 83.010000000000005 85.91500000000002 9.5000000000000018 12.500000000000002 23.500000000000004 1.5000000000000002 30.425002000000003 57.005000000000003 30.410108300000001 73.995000000000019 1.5000000000000002 60.063729500000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 26 -3 7 -7 18 12 11 22 13 -8 -15 16 -12 21 25 -20 -11 28 -10 -24 -14 -9 27 -4 -6 -30
right_child=1 2 3 -5 17 6 9 8 10 20 15 -13 24 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=60.444990935573998 -62.833669442441646 1130.12292171473 -84964.44563173491 365.66788092182372 -3506.290144611814 -89451.943548758383 105694.63146114865 4679.5804226234313 26807.056289821718 -50806.000375000003 60892.213250000001 -102542.42246093751 -11280.989067058565 12658.998137282702 -18067.712794037379 85767.223371345783 274430.45582386362 -46368.748892647884 -137544.24542410715 42453.583152173916 -204321.99123883931 57124.863319858283 60697.013209343917 167137.18383246529 -52620.001917146379 28277.086607271889 -98065.731415473099 -40908.566153743355 81834.802169799805 -22137.919353693185
leaf_weight=1600872 2628468 38407 145 43778 897 70 37 732 164 25 25 20 320 1226 594 124 33 112 28 23 21 86 201 36 228 892 144 348 64 44
leaf_count=1600872 2628468 38407 145 43778 897 70 37 732 164 25 25 20 320 1226 594 124 33 112 28 23 21 86 201 36 228 892 144 348 64 44
internal_value=0 -35.6107 769.967 -522.417 -21652.1 2134.5 10172.7 26102.4 29653.2 -5087.63 69280.6 48842.2 -2872.71 4684.12 2630.61 116558 182388 696.305 15387.3 -56368.8 -120889 5527.91 56392.5 76865.1 -28480.4 17640.8 -63857.9 -53866.2 1112.65 39475.5
internal_weight=0 2.71729e+06 88824 45618 1840 43206 4799 2348 2278 2451 603 421 2405 1857 1820 182 58 1203 1675 51 46 1091 401 237 548 1624 637 493 1005 108
internal_count=4318164 2717292 88824 45618 1840 43206 4799 2348 2278 2451 603 421 2405 1857 1820 182 58 1203 1675 51 46 1091 401 237 548 1624 637 493 1005 108
is_linear=0
shrinkage=0.1


Tree=2875
num_leaves=31
num_cat=0
split_feature=0 0 5 3 3 5 0 2 1 4 1 1 0 3 1 3 5 1 1 3 3 1 3 3 1 1 5 5 3 5
split_gain=9.58333e+11 2.88192e+13 2.34494e+13 1.80011e+13 2.71371e+13 3.14121e+13 1.32497e+13 3.4638e+13 2.89335e+13 3.09544e+13 2.91932e+13 1.9325e+13 1.85965e+13 1.74663e+13 1.62866e+13 3.89363e+13 4.16365e+13 2.86591e+13 4.91477e+13 2.57257e+13 1.97739e+13 1.08862e+14 4.26592e+13 2.13366e+13 2.74955e+13 1.94235e+13 1.96987e+13 1.91001e+13 1.69006e+13 1.4876e+13
threshold=55.212972300000011 55.299834250000011 61.020000000000003 10.500000000000002 16.500000000000004 76.730000000000018 55.388132500000005 11.500000000000002 37.737121850000008 2.5000000000000004 36.761894450000007 37.889331900000009 55.349623500000007 14.500000000000002 37.533784800000006 6.5000000000000009 62.385000000000012 78.608766650000021 50.388877400000005 8.5000000000000018 14.500000000000002 39.032393150000004 15.500000000000002 16.500000000000004 37.832345550000007 37.777459000000007 67.990000000000023 80.00500000000001 4.5000000000000009 37.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 14 9 12 -11 -10 -9 -14 15 16 -3 18 20 -17 25 22 -22 -24 -25 27 -27 -16 -20 -19
right_child=1 6 3 4 5 -7 -8 8 11 10 -12 -13 13 -15 17 19 -18 29 28 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=45.383339979035895 -2113.7542526648831 4754.6659654608911 -9014.1300232088815 -59344.740657690018 -23996.791597173458 104913.37877604167 -46.519061749890739 82541.572165151752 -73966.029554966532 27044.11997857863 154981.25286458334 10978.168704996482 106487.5353515625 9074.5294025107378 10939.122916692982 115655.83894675926 -29170.633425780674 -2274.5730710420039 -2836.1436783241847 17268.009715136544 -67476.971160746732 161601.6178030303 24526.856703771147 -54511.651698588714 -114.47458346136685 1275.4538169110087 -13132.334611183745 91692.443854166675 -20745.340983812312 6182.2167526000658
leaf_weight=2239643 13070 2499 3637 177 89 24 2030321 52 28 31 42 616 20 231 1237 27 423 2736 756 1691 172 33 133 155 232 8577 1067 30 1739 8676
leaf_count=2239643 13070 2499 3637 177 89 24 2030321 52 28 31 42 616 20 231 1237 27 423 2736 756 1691 172 33 133 155 232 8577 1067 30 1739 8676
internal_value=0 -48.9013 -4149.73 -10925.9 -34902.8 3382.36 -15.0905 2029.9 20154.1 42196 100652 7284.94 28112.6 16836.5 1417.42 6867.6 -156.491 427.368 -2582.79 18814.3 148.063 -15844.1 -24306.1 -10026.5 -21901.5 1210.69 -318.606 12851.2 -15318.7 4154.72
internal_weight=0 2.07852e+06 16997 3927 290 113 2.06152e+06 31203 1020 376 73 644 303 251 30183 4640 2922 25543 14131 1718 11636 725 692 520 387 10911 9644 1267 2495 11412
internal_count=4318164 2078521 16997 3927 290 113 2061524 31203 1020 376 73 644 303 251 30183 4640 2922 25543 14131 1718 11636 725 692 520 387 10911 9644 1267 2495 11412
is_linear=0
shrinkage=0.1


Tree=2876
num_leaves=31
num_cat=0
split_feature=0 0 3 0 1 1 3 1 1 1 1 3 4 1 3 5 3 0 5 5 5 2 1 3 5 1 0 1 0 1
split_gain=7.81616e+11 8.24939e+12 6.94323e+13 3.71201e+13 2.89049e+13 7.22985e+13 4.34675e+13 2.32696e+13 7.08765e+13 3.22699e+13 2.93584e+13 2.68563e+13 2.40336e+13 3.02811e+13 3.86697e+13 2.93018e+13 5.32646e+13 2.88006e+13 2.69638e+13 2.40617e+13 2.59902e+13 2.57861e+13 2.39029e+13 2.30687e+13 2.30614e+13 2.28277e+13 5.9825e+13 5.48492e+13 5.34328e+13 8.41942e+13
threshold=54.762542150000009 53.973051950000006 5.5000000000000009 54.194619400000008 37.66934650000001 45.148007750000012 9.5000000000000018 53.243495500000009 49.323301500000007 47.981192400000005 45.148007750000012 7.5000000000000009 3.5000000000000004 55.957851400000003 10.500000000000002 109.05000000000001 17.500000000000004 54.725565150000001 132.05000000000004 132.05000000000004 110.05000000000001 9.5000000000000018 86.067573200000012 7.5000000000000009 91.050000000000011 45.148007750000012 54.194619400000008 48.712293450000011 54.194619400000008 47.981192400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 4 -4 6 -6 8 9 10 -5 -11 -9 15 17 -14 18 22 -17 20 -16 -21 24 -19 -15 26 -3 28 -27 -30
right_child=-2 2 3 7 5 -7 -8 12 -10 11 -12 -13 13 14 19 16 -18 23 -20 21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-15.335058512340746 -27.304022471950862 -16477.449328006489 23601.89932910238 912.72902242271493 -38058.274592917754 11864.346609113682 288.8192764779796 3494.465818911543 -34847.649741886955 75973.58874212901 -12233.768782729849 13026.287837660107 23114.955073509409 39888.027032305748 -23029.471965803183 209800.61183894231 -46568.144361413048 97637.334046519885 86913.798507743981 -2671.0664601293106 93503.562567934787 -125273.32353980656 -3715.570115272672 -10384.705277443911 124105.13005118536 18467.871019086673 -1787.2282401595517 -2604.8400104339203 -18140.196578526116 28858.399922770477
leaf_weight=1143357 3058474 3733 1198 31971 494 5166 736 29684 567 72 1794 1156 201 74 114 26 23 22 57 29 23 42 51 195 58 2666 10771 23610 1252 548
leaf_count=1143357 3058474 3733 1198 31971 494 5166 736 29684 567 72 1794 1156 201 74 114 26 23 22 57 29 23 42 51 195 58 2666 10771 23610 1252 548
internal_value=0 66.293 868.559 2724.83 9346.6 6676.52 -15112.4 1964.76 225.066 793.358 214.23 16717 3986.51 19949.2 7022.37 45550.3 88092.8 25208.3 125408 -27950.6 -3465.53 -75196.3 54428 566.838 76892.5 -2346.7 -5568.16 -682.506 9480.12 -3831.73
internal_weight=0 1.25969e+06 116333 73753 7594 6396 1230 66159 35560 34993 33765 1228 30599 915 608 307 106 400 83 208 137 71 183 217 132 42580 14504 28076 4466 1800
internal_count=4318164 1259690 116333 73753 7594 6396 1230 66159 35560 34993 33765 1228 30599 915 608 307 106 400 83 208 137 71 183 217 132 42580 14504 28076 4466 1800
is_linear=0
shrinkage=0.1


Tree=2877
num_leaves=31
num_cat=0
split_feature=5 4 6 5 1 1 1 1 0 0 5 5 1 5 1 5 3 1 5 5 3 0 1 0 5 5 5 2 0 1
split_gain=7.81365e+11 5.50752e+12 8.19863e+12 1.83446e+13 7.82536e+13 4.15713e+13 1.20466e+13 1.62959e+13 1.10194e+13 2.73302e+13 1.62301e+13 2.01141e+13 1.27979e+13 1.60301e+13 1.12268e+13 1.09977e+13 1.08685e+13 1.76167e+13 1.75147e+13 1.60612e+13 1.50411e+13 1.04504e+13 1.04081e+13 1.25128e+13 1.45998e+13 1.23244e+13 2.21714e+13 1.66661e+13 1.56804e+13 1.02359e+13
threshold=42.005000000000003 1.0000000180025095e-35 1.5000000000000002 150.04500000000004 40.810045900000013 49.236330900000006 30.160599000000001 30.259484550000003 55.050600750000008 55.07108800000001 118.33500000000002 128.92000000000004 82.902675200000019 50.005000000000003 82.911991800000024 88.015000000000015 7.5000000000000009 39.027779200000005 49.995000000000012 68.52500000000002 5.5000000000000009 54.934662400000008 82.907204800000002 55.110554300000004 58.305000000000007 67.00500000000001 48.510000000000012 1.5000000000000002 59.916647550000008 43.048525950000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 -4 -8 10 12 15 -12 13 -10 -14 16 19 18 -18 20 21 -2 25 24 -24 26 -11 -27 -29 -21
right_child=1 -3 6 4 5 -7 7 -9 9 22 11 -13 14 -15 -16 -17 17 -19 -20 29 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=55.42008760563877 -25169.463260880875 -50.284367512489325 -55648.365089285711 -200843.28804347827 132589.986328125 -71300.37059570312 71242.948537946431 2929.777497904422 92870.2822265625 4733.7189740812501 116827.26487268519 4545.8184595352568 -45514.283132990065 -10950.889820177803 -17570.898231907122 -14764.353067978867 419.31803428248361 1205.9501566934184 77826.47191080729 82394.771875000006 -68598.644041511201 31108.690203410824 51279.602298688893 437.23783510109445 2933.7575451460043 68811.282421875003 -21111.258261312942 -768.72800006663113 83800.310801630432 787.6022480085785
leaf_weight=1600872 169 2676233 35 23 20 20 35 15211 20 598 27 39 220 58 415 444 57 21380 60 22 67 41 128 517 122 42 746 469 23 51
leaf_count=1600872 169 2676233 35 23 20 20 35 15211 20 598 27 39 220 58 415 444 57 21380 60 22 67 41 128 517 122 42 746 469 23 51
internal_value=0 -32.6503 1116.74 28.7677 -53866.7 30644.8 2952.07 3086.6 160.808 -5180.57 963.077 50479.1 -22556.5 15669.9 -27252.1 816.468 1133.12 1417.72 40115.3 -16347 -27344 -14181.8 -496.608 9319.11 27686.8 -4505.48 -9611.78 8346.34 3184.7 25381.5
internal_weight=0 2.71729e+06 41059 25778 63 40 15281 15246 25715 3358 22357 66 713 78 635 22291 21847 21497 117 350 277 210 2645 767 250 1878 1344 534 492 73
internal_count=4318164 2717292 41059 25778 63 40 15281 15246 25715 3358 22357 66 713 78 635 22291 21847 21497 117 350 277 210 2645 767 250 1878 1344 534 492 73
is_linear=0
shrinkage=0.1


Tree=2878
num_leaves=31
num_cat=0
split_feature=5 2 5 0 4 1 2 2 3 1 1 2 3 0 1 1 4 2 0 0 0 0 2 1 1 1 1 1 0 1
split_gain=7.53469e+11 5.85833e+12 2.40876e+13 4.77228e+13 5.78449e+13 6.17608e+13 3.07659e+13 4.90818e+13 3.85901e+13 4.44901e+13 3.86813e+13 4.26294e+13 4.37206e+13 2.74904e+13 5.17221e+13 4.11283e+13 4.58985e+13 4.63569e+13 3.27241e+13 2.91893e+13 2.66909e+13 2.57407e+13 2.52984e+13 2.5151e+13 3.13093e+13 3.72684e+13 2.46164e+13 2.45796e+13 2.45223e+13 2.31387e+13
threshold=105.35000000000001 8.5000000000000018 109.05000000000001 45.063245200000004 2.5000000000000004 38.996948700000011 16.500000000000004 11.500000000000002 21.500000000000004 30.226173900000003 39.188277450000008 13.500000000000002 18.500000000000004 55.975961550000008 37.342273500000012 37.533784800000006 3.5000000000000004 10.500000000000002 55.551692500000009 59.990816400000007 44.226894250000008 47.287300150000007 10.500000000000002 30.160599000000001 30.388336800000001 30.502469200000004 113.46563545000002 39.714575750000009 45.098908000000009 78.608766650000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 13 10 -10 28 29 21 14 -5 22 18 -18 -17 23 27 -13 -16 -15 -25 -26 -22 -4 -9 -12
right_child=1 2 20 6 -6 -7 -8 8 9 -11 11 12 -14 19 15 16 17 -19 -20 -21 26 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=6.1897065592563054 219.71786608526713 221042.91157407407 -69897.171420654297 -92765.156656568885 6157.0955995026125 20967.475911458336 4106.105193002456 -141173.02265625002 55862.32177734375 -66791.31024939903 -42144.633938970801 113710.85911458333 165570.51073369567 57509.883593750004 39190.782739955357 6412.098513658153 -10247.979394658407 -143311.01979166668 66307.151973329746 31883.845343091114 799.96415712348505 1442.4685685874774 172491.68831380209 -93846.633598456334 73972.35450367647 -36333.565581860596 -53766.697684487961 -10871.748044328875 -36906.201954947923 27574.59261592742
leaf_weight=4225387 66341 27 75 49 622 36 762 24 32 390 205 24 23 29 35 427 96 36 116 83 21049 137 24 83 34 309 83 1189 375 62
leaf_count=4225387 66341 27 75 49 622 36 762 24 32 390 205 24 23 29 35 427 96 36 116 83 21049 137 24 83 34 309 83 1189 375 62
internal_value=0 -281.901 -1540.71 -8647.83 15405.4 106714 -13558.8 -18750 -32770.6 -57490.6 -20497.9 -432.871 36602.2 -5249.48 6708.27 13348.9 6350.51 -46537.9 19207.4 -22652.7 -258.662 18178.1 93414.9 -32601.1 -38735.4 -25399.5 585.643 -14374 -43177.9 -25955.2
internal_weight=0 92777 26436 4040 685 63 3355 2593 1272 422 850 451 184 1321 783 734 675 132 543 538 22396 161 59 455 426 343 21132 1264 399 267
internal_count=4318164 92777 26436 4040 685 63 3355 2593 1272 422 850 451 184 1321 783 734 675 132 543 538 22396 161 59 455 426 343 21132 1264 399 267
is_linear=0
shrinkage=0.1


Tree=2879
num_leaves=31
num_cat=0
split_feature=5 5 0 0 4 3 1 2 1 2 2 2 3 3 1 1 0 0 3 1 4 1 4 0 2 1 1 0 0 3
split_gain=7.79251e+11 1.17146e+13 2.18232e+13 4.36933e+13 3.09817e+13 2.85953e+13 2.37384e+13 2.35233e+13 4.51371e+13 5.64773e+13 4.29356e+13 7.19927e+13 9.48027e+13 5.70081e+13 3.30866e+13 2.71025e+13 3.3654e+13 4.79555e+13 3.2333e+13 4.78295e+13 2.96619e+13 3.0074e+13 2.63161e+13 2.4383e+13 4.75505e+13 3.67251e+13 2.86825e+13 3.51985e+13 2.65055e+13 2.30771e+13
threshold=110.05000000000001 109.05000000000001 59.916647550000008 58.242297500000006 2.5000000000000004 7.5000000000000009 30.278357500000002 5.5000000000000009 82.902675200000019 6.5000000000000009 18.500000000000004 16.500000000000004 18.500000000000004 21.500000000000004 39.011252750000004 60.628582700000003 55.812836050000008 55.899899800000007 15.500000000000002 47.854228500000012 3.5000000000000004 43.808567100000012 2.5000000000000004 43.592450450000008 7.5000000000000009 39.739656000000004 39.003296000000006 55.74310830000001 52.485928400000006 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 6 -6 -3 10 -10 11 15 -13 -14 -15 16 23 29 19 20 21 -19 -11 24 -9 -26 27 -25 -28 -18
right_child=-2 2 4 -5 5 -7 -8 8 9 22 -12 12 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-0.28179862561804864 -320.78632040343837 -1531.2665913807787 116943.77582589287 -44170.036848273026 146835.32177309782 -3393.4051466557016 35782.211831302964 112577.64868861607 188378.21281467017 145440.41938476564 -49014.732082384966 -47052.414285714287 268520.83813657408 178588.60120738635 13380.54965277778 -26576.625479125978 60778.833645833336 106960.82616234757 -21096.254253979263 134625.73146193483 -63529.698874080881 -19244.157098214284 25538.861637821905 21205.917565284588 124683.2309375 -23758.824796875 -42601.81110533508 -80495.93509290542 8623.2001965034306 187009.63228236607
leaf_weight=4238385 74421 2655 35 190 23 228 118 56 27 20 127 35 27 22 27 222 30 41 107 47 34 35 216 424 20 100 263 37 164 28
leaf_count=4238385 74421 2655 35 190 23 228 118 56 27 20 127 35 27 22 27 222 30 41 107 47 34 35 216 424 20 100 263 37 164 28
internal_value=0 5.62552 4678.54 2856.03 27026.9 18498.1 53897.3 4731.54 12615.7 51374.2 7093.81 11239.1 89130.2 151846 87555.6 5862.31 11058.2 39383.8 21295.3 50186.3 14107.6 48840.1 35700 2485.92 36489.4 981.518 -4253.5 13043.3 -22927.6 121718
internal_weight=0 4.24374e+06 5358 4954 404 369 141 4764 2109 263 1846 1719 111 76 49 1608 1386 322 264 157 110 76 236 1064 176 120 888 461 427 58
internal_count=4318164 4243743 5358 4954 404 369 141 4764 2109 263 1846 1719 111 76 49 1608 1386 322 264 157 110 76 236 1064 176 120 888 461 427 58
is_linear=0
shrinkage=0.1


Tree=2880
num_leaves=31
num_cat=0
split_feature=3 0 0 5 3 5 1 1 1 4 4 0 5 1 5 5 5 5 1 5 5 0 0 0 1 5 5 5 0 1
split_gain=7.43811e+11 5.17939e+12 5.33493e+12 1.52741e+13 1.4453e+13 8.47312e+12 7.56523e+12 6.89208e+12 7.38016e+12 5.84509e+12 5.18854e+12 7.51444e+12 7.19902e+12 9.61763e+12 9.11447e+12 9.59806e+12 1.93271e+13 1.2311e+13 8.10056e+12 6.29178e+12 8.74654e+12 8.03501e+12 1.49071e+13 1.32757e+13 1.67862e+13 2.6457e+13 8.65491e+12 6.23201e+12 7.36264e+12 1.20346e+13
threshold=2.5000000000000004 47.249522000000006 47.208883950000008 91.050000000000011 1.5000000000000002 49.505000000000003 39.714575750000009 39.666208800000007 39.694727950000008 3.5000000000000004 2.5000000000000004 47.425481600000005 52.710000000000008 30.305955500000003 55.005000000000003 59.810000000000009 70.00500000000001 58.040000000000006 30.370618100000005 56.005000000000003 59.510000000000012 56.819808050000006 56.281985950000006 56.338501050000012 44.005491150000005 50.805000000000007 50.410000000000004 44.005000000000003 57.945214300000011 52.395917250000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 9 -6 -9 -5 12 -12 27 14 -14 17 -17 -16 -15 21 -21 22 -13 24 -24 -26 -25 -3 -29 -30
right_child=-2 10 3 6 7 -7 -8 8 -10 -11 11 19 13 18 15 16 -18 -19 -20 20 -22 -23 23 26 25 -27 -28 28 29 -31
leaf_value=-420.21306645482593 -6.8052165363760828 -101.91967401795237 -919.6528167910692 57169.406464843756 4402.3277497109093 21386.402950505799 85484.477718750015 -26701.07577578476 -9714.2815918191554 -15360.471171875002 12599.268714386651 -1513.020143482971 -38532.709953125006 -49194.372596153844 28722.319521965779 -31949.167847521552 63909.883676609854 115879.17920386906 -3472.0007838786778 8518.6683377924237 1732.9500338559428 -7825.9401732468832 17196.555103679908 22369.602111180022 30065.474279212955 176681.70980468753 -3973.3852766393447 1504.3912436442229 1542.4744074437526 18722.321441978635
leaf_weight=26947 4205107 39463 656 20 277 230 25 306 1558 25 642 3897 25 39 71 58 33 21 6014 2189 14364 1387 107 211 32 20 305 12446 1001 688
leaf_count=26947 4205107 39463 656 20 277 230 25 306 1558 25 642 3897 25 39 71 58 33 21 6014 2189 14364 1387 107 211 32 20 305 12446 1001 688
internal_value=0 253.117 -871.966 -4802.67 -5870.62 4870.86 41378.4 -10315.7 -12502.9 16875 660.306 1931.47 168.609 -3040.06 18102.9 25840 2812.91 48616.8 -3766.59 1627.24 2630.31 -1159.08 863.435 14583.5 39847.6 86456.3 6798.65 543.426 2345.15 8540.54
internal_weight=0 113057 30044 3097 3027 886 70 2141 1864 45 83013 23154 59859 6261 208 183 91 92 6053 22512 16553 5959 4572 675 159 52 516 53598 14135 1689
internal_count=4318164 113057 30044 3097 3027 886 70 2141 1864 45 83013 23154 59859 6261 208 183 91 92 6053 22512 16553 5959 4572 675 159 52 516 53598 14135 1689
is_linear=0
shrinkage=0.1


Tree=2881
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 3 3 5 1 3 1 1 1 2 3 0 1 1 0 5 3 1 0 0 2 1 3 0 1 0
split_gain=7.29808e+11 9.75153e+12 1.99375e+13 1.89166e+13 2.06544e+13 2.06426e+13 1.20009e+13 1.08296e+13 1.33627e+13 9.97578e+12 1.29606e+13 1.05122e+13 1.94559e+13 9.32756e+12 1.61517e+13 1.85701e+13 1.65808e+13 1.22678e+13 2.25471e+13 1.21173e+13 1.10369e+13 1.09378e+13 9.79566e+12 1.92202e+13 2.7416e+13 2.76013e+13 3.16634e+13 2.3927e+13 2.13229e+13 1.58295e+13
threshold=33.57500000000001 32.475000000000001 37.889331900000009 37.832345550000007 55.784980300000008 19.500000000000004 27.500000000000004 32.355000000000011 30.332994000000003 18.500000000000004 53.243495500000009 82.966612450000014 82.958618050000013 8.5000000000000018 23.500000000000004 60.042666650000008 30.425002000000003 37.362912300000012 55.751981950000008 33.395000000000003 25.500000000000004 37.615058950000012 55.628356700000005 55.793358600000012 13.500000000000002 37.417247200000006 16.500000000000004 55.751981950000008 37.342273500000012 55.74310830000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 13 -1 -9 -4 -11 12 -12 -3 15 22 -17 19 -19 -16 21 -20 -15 24 25 28 29 -26 -24 -27
right_child=-2 2 9 4 5 -7 -8 8 -10 10 11 -13 -14 14 17 16 -18 18 20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=16.405392050683556 -16.657332327765765 -2431.1268596586001 1530.4057969404159 613.43991059570317 -19288.755486166174 -72289.430128088672 18832.073233262359 -21774.7983690322 -2030.4857538549361 11589.562546829324 1420.8106971203301 21696.269874727557 -34158.061954038742 -2249.3346633172009 1499.2558962804192 -34747.086900012902 3669.9801467703978 15243.094070870538 -41233.920028573499 -22804.796619002547 5016.3373597756417 -104694.17783777574 10481.356409333883 6390.9992380092808 38729.139438100967 -2977.0541230591589 -71710.253808593756 149723.33780241935 110295.59959193639 47647.509598110693
leaf_weight=489477 3709212 16305 71222 500 505 86 305 349 19220 2302 1519 207 171 929 1288 212 239 98 135 244 39 34 38 3088 52 159 48 31 49 101
leaf_count=489477 3709212 16305 71222 500 505 86 305 349 19220 2302 1519 207 171 929 1288 212 239 98 135 244 39 34 38 3088 52 159 48 31 49 101
internal_value=0 101.462 1004.75 -1474.58 -14345.5 -27001.2 -874.336 -75.8188 -2382.61 1809.66 6546.2 426.099 -2179.18 -1134.65 1981.36 4955.84 -14388.6 -6022.88 -24303 -2371.62 -42935.3 -54001.1 6896.74 9279.44 27939.5 16961.3 2912.19 80184.8 66698.6 16688.6
internal_weight=0 608952 99906 24485 1091 591 23394 509046 19569 75421 4199 1897 1690 23089 6784 4946 451 1838 306 1532 208 169 4495 3566 478 395 308 83 87 260
internal_count=4318164 608952 99906 24485 1091 591 23394 509046 19569 75421 4199 1897 1690 23089 6784 4946 451 1838 306 1532 208 169 4495 3566 478 395 308 83 87 260
is_linear=0
shrinkage=0.1


Tree=2882
num_leaves=31
num_cat=0
split_feature=5 5 1 0 2 2 3 4 1 0 1 1 5 0 2 3 2 1 3 2 0 1 2 1 6 3 1 0 0 0
split_gain=7.42872e+11 1.01243e+13 2.31836e+13 2.94884e+13 2.82675e+13 6.57754e+13 1.86617e+13 5.90424e+13 4.656e+13 2.38732e+13 3.4482e+13 4.71198e+13 2.36359e+13 2.32708e+13 3.60847e+13 4.96812e+13 4.27879e+13 3.91418e+13 3.26718e+13 2.15923e+13 1.85165e+13 2.09103e+13 1.75658e+13 1.71769e+13 2.9781e+13 5.22929e+13 3.1908e+13 2.3558e+13 4.84296e+13 6.16739e+13
threshold=66.50500000000001 67.00500000000001 37.944765900000007 44.732363600000006 6.5000000000000009 5.5000000000000009 13.500000000000002 2.5000000000000004 30.388336800000001 55.842510000000011 37.855187800000003 37.314272700000011 66.990000000000023 59.916647550000008 2.5000000000000004 9.5000000000000018 4.5000000000000009 30.315880100000005 6.5000000000000009 3.5000000000000004 59.882016200000002 30.315880100000005 18.500000000000004 37.542000650000013 1.5000000000000002 9.5000000000000018 37.642309100000013 55.885524800000006 55.708120100000009 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 9 12 10 11 -8 13 -5 18 16 19 -18 -15 -16 -14 -22 -9 -10 25 -25 27 28 -26 -30
right_child=1 -3 -4 6 -6 -7 7 22 23 -11 -12 -13 20 14 15 -17 17 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-20.265870690420314 -23243.275916598137 15.10143187440478 3421.7143206114615 7354.328555809986 6535.5664679276315 -169635.15100446431 -18916.42192572404 29045.05390008723 -8206.3224555129236 -10602.280298587786 -35192.219213867189 22663.20962681757 9991.2545551463336 58982.506321022731 130912.94534179688 17275.849158513436 263072.28780020255 78497.494531250006 -105186.60462962964 -4149.1715247844832 -34034.434682629995 11200.966035279089 101297.9771701389 -27355.108594811481 -18771.613207465278 -131696.23820312502 -2633.3727797039251 47373.942001488096 -240022.23442887931 -40132.511197916669
leaf_weight=3485947 114 800183 23713 435 95 42 367 515 1762 1542 174 1059 514 22 20 107 27 20 27 29 286 159 36 184 90 65 547 21 29 33
leaf_count=3485947 114 800183 23713 435 95 42 367 515 1762 1542 174 1059 514 22 20 107 27 20 27 29 286 159 36 184 90 65 547 21 29 33
internal_value=0 84.8886 1828.11 -2713.29 -36468.3 -62656.5 -1663.41 3571.83 -6080.54 -1723.15 6834.1 11962.1 7204.54 21362.5 45543.4 64134.7 116363 184530 -31478 50978.2 -2937.84 -17871.7 33765.8 -14087.6 -24781.9 -54592.8 -14472.3 -51905.3 -65621.5 -133629
internal_weight=0 832217 32034 8321 251 156 8070 3693 4377 3142 1600 1426 1646 687 252 203 96 47 49 49 959 445 551 2731 969 249 720 173 152 62
internal_count=4318164 832217 32034 8321 251 156 8070 3693 4377 3142 1600 1426 1646 687 252 203 96 47 49 49 959 445 551 2731 969 249 720 173 152 62
is_linear=0
shrinkage=0.1


Tree=2883
num_leaves=31
num_cat=0
split_feature=1 0 3 3 4 5 5 4 1 5 0 0 0 5 5 5 0 1 1 5 0 4 0 0 3 1 0 5 0 0
split_gain=7.20718e+11 3.8157e+12 1.71886e+13 1.87089e+13 3.57178e+13 1.72017e+13 4.07508e+13 3.52177e+13 7.22858e+13 4.93102e+13 2.03365e+13 5.52342e+13 2.40312e+13 1.83837e+13 1.87957e+13 1.79974e+13 1.77381e+13 1.81789e+13 1.71844e+13 2.41691e+13 1.29164e+13 1.81592e+13 1.59166e+13 1.42712e+13 1.26415e+13 1.70709e+13 2.89311e+13 4.29293e+13 3.19497e+13 2.217e+13
threshold=83.000022850000008 55.012873400000011 9.5000000000000018 10.500000000000002 3.5000000000000004 74.010000000000005 78.010000000000005 2.5000000000000004 83.053286850000021 54.410000000000004 54.864040150000001 54.811549550000009 54.934662400000008 47.815000000000005 32.615000000000009 70.50500000000001 54.736324100000012 104.38035940000002 83.011163250000024 66.50500000000001 55.002082750000007 1.5000000000000002 54.811549550000009 51.83362145000001 8.5000000000000018 83.026705000000007 54.864040150000001 70.00500000000001 54.762542150000009 54.920670650000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 4 5 7 -7 9 15 13 11 -8 -12 14 -4 -9 17 -10 -11 20 21 22 -20 -23 -2 -26 28 29 -27 -28
right_child=1 -3 3 -5 -6 6 10 8 16 18 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=15.367156215913013 144.89681912163687 -312.15099678732793 -3130.4023951762047 -118.77765482263233 -14845.724700454684 32438.761508033393 12247.153913182312 9103.8362458739502 -6959.9379160031021 6176.2209013384108 -64217.955291958519 154290.42728794643 1090.3246026896077 -3735.7791711257591 5540.5768125111772 57096.238389201339 -34094.654461643731 -29868.412333537726 28930.237597656251 510.47299268317948 43221.214601606072 50209.643099952293 128861.78352399555 16086.346245337209 -11467.2692655024 -1910.2978814617998 13191.144013137819 35816.230259628639 -17110.056669885973 -3365.2439395649303
leaf_weight=3782924 97294 338517 3175 33502 1058 672 1228 1334 1472 2104 58 28 1972 4282 11757 83 466 453 37 627 269 131 28 1903 1846 25563 1280 442 1462 2197
leaf_count=3782924 97294 338517 3175 33502 1058 672 1228 1334 1472 2104 58 28 1972 4282 11757 83 466 453 37 627 269 131 28 1903 1846 25563 1280 442 1462 2197
internal_value=0 -108.611 241.637 1547.63 3232.39 3828.63 10001 2959.87 -5982.15 4360.41 5412.39 15413.7 -775.626 2040.44 3696.86 11915 -16588.7 -12350.9 13102.5 17968.2 22590.7 19946.8 71977.7 18284.1 -427.392 -2125.48 -1568.18 6461.34 -2732.58 2729.72
internal_weight=0 535240 196723 66639 33137 32079 3958 28121 3808 24313 3286 1256 2030 19214 14932 1417 2391 1925 5099 2995 2368 2099 65 2034 130084 32790 30944 3919 27025 3477
internal_count=4318164 535240 196723 66639 33137 32079 3958 28121 3808 24313 3286 1256 2030 19214 14932 1417 2391 1925 5099 2995 2368 2099 65 2034 130084 32790 30944 3919 27025 3477
is_linear=0
shrinkage=0.1


Tree=2884
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 5 0 0 5 3 2 5 2 6 4 5 4 5 6 5 5 2 6 4 5 4 0 3 2 3
split_gain=7.067e+11 1.5871e+13 1.22431e+14 6.9645e+13 6.54825e+13 4.68248e+13 4.25911e+13 1.09081e+14 5.79913e+13 4.2207e+13 4.05134e+13 4.30803e+13 6.20827e+13 8.84703e+13 3.88228e+13 6.32278e+13 3.81115e+13 3.47304e+13 3.41905e+13 3.20018e+13 2.90095e+13 2.7232e+13 2.51381e+13 2.18724e+13 2.90478e+13 2.16183e+13 1.86751e+13 1.82063e+13 1.68827e+13 1.67121e+13
threshold=60.58031445000001 60.55755580000001 56.852744000000008 9.5000000000000018 9.5000000000000018 71.715000000000018 56.831297550000009 56.838612000000005 92.035000000000011 11.500000000000002 2.5000000000000004 96.015000000000015 7.5000000000000009 1.5000000000000002 2.5000000000000004 54.035000000000004 3.5000000000000004 107.05000000000001 1.5000000000000002 85.91500000000002 110.05000000000001 7.5000000000000009 1.5000000000000002 2.5000000000000004 68.00500000000001 2.5000000000000004 56.758269450000007 2.5000000000000004 21.500000000000004 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 26 27 22 8 17 23 -10 20 14 -13 -14 15 -12 -15 19 -16 -8 -9 -19 -6 24 29 -7 -3 -4 -11 -5
right_child=-2 2 4 6 5 25 7 10 9 28 11 12 13 16 18 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-10.849003470685442 57.923018634420352 13946.178085214122 21811.86726756053 -2666.9761531319982 -1694.0105072814838 -98572.591547439763 60632.75687607436 -19035.154763005292 101297.7865625 -39106.839292305762 -5760.7665745792519 129864.74207549653 147837.18821231619 -3029.9179002192982 -114722.514765625 52680.87836976067 -160619.74702380953 -84385.111499999999 -10054.386478219907 126240.23154399672 -146056.71625000003 44792.53836436171 -26970.25079750055 36280.749888008089 -31484.236744114613 -43570.750511317863 -5668.6497530387242 -7666.5823403415552 -113026.18142903646 17879.477248441257
leaf_weight=2886409 1415764 540 222 621 577 83 342 178 20 218 449 77 34 57 40 315 21 25 142 95 20 47 1237 281 183 514 4800 3725 36 1092
leaf_count=2886409 1415764 540 222 621 577 83 342 178 20 218 449 77 34 57 40 315 21 25 142 95 20 47 1237 281 183 514 4800 3725 36 1092
internal_value=0 -28.2543 -3169.95 3938.72 -13940.3 -26925.1 13421.9 24911.5 4787.11 -38570.4 9874.12 17155.6 60742.5 13220.9 8447.43 18334.9 -45457.9 64292.4 -33058.4 74895.3 -31865.6 -60.8123 -18930.3 10244.1 6385.33 -51217.6 -3685.13 -6008.56 -49583.6 10430.9
internal_weight=0 2.9024e+06 15991 9633 6358 2411 4293 1842 2451 274 1333 1135 189 112 946 764 78 509 182 437 198 72 1814 2177 1896 597 5340 3947 254 1713
internal_count=4318164 2902400 15991 9633 6358 2411 4293 1842 2451 274 1333 1135 189 112 946 764 78 509 182 437 198 72 1814 2177 1896 597 5340 3947 254 1713
is_linear=0
shrinkage=0.1


Tree=2885
num_leaves=31
num_cat=0
split_feature=1 1 5 5 3 1 3 0 0 1 3 1 3 0 3 3 5 5 3 5 0 0 5 3 2 5 3 5 3 0
split_gain=6.87419e+11 7.85672e+12 2.81243e+13 5.07225e+13 2.48551e+13 4.23229e+13 2.27033e+13 2.21875e+13 3.30342e+13 4.8046e+13 1.10799e+14 6.69582e+13 4.09977e+13 4.31189e+13 6.16407e+13 6.80633e+13 6.39826e+13 3.77048e+13 3.17815e+13 3.16101e+13 3.8256e+13 2.87251e+13 2.7869e+13 4.86989e+13 2.73714e+13 2.71307e+13 2.45738e+13 2.63551e+13 2.16744e+13 2.03988e+13
threshold=38.633372000000001 37.971176850000006 51.405000000000008 45.005000000000003 6.5000000000000009 38.422276900000007 29.500000000000004 56.338501050000012 55.946414150000003 38.233559750000005 18.500000000000004 38.422276900000007 21.500000000000004 56.281985950000006 10.500000000000002 12.500000000000002 57.995000000000012 71.00500000000001 26.500000000000004 57.405000000000008 44.732363600000006 56.054485600000007 125.85000000000001 7.5000000000000009 11.500000000000002 90.015000000000015 18.500000000000004 110.05000000000001 14.500000000000002 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 8 19 10 22 12 13 21 16 -16 -15 -18 24 20 29 -11 25 -24 -14 -10 -21 -28 -9 -4
right_child=-2 2 7 4 5 -7 -8 28 9 11 -12 -13 18 14 15 -17 17 -19 -20 26 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-17.178600377616359 -26.029282981589713 1003.1712657797425 14844.161472530399 -1827.7474557145133 -13078.741590177902 10661.14101280035 -76317.592886513157 -8231.4035941922029 4307.0837701380078 50555.284443359378 201800.28440446526 -39218.723709753795 -104265.81043074325 292026.70518749999 -110410.16396484376 78353.959194504307 43240.067656250001 197926.91165489785 78838.621659482771 1382.6790742751907 4278.5937238736515 -36484.145317664515 46121.27516364021 -97198.256895123108 23120.041563760082 33290.090193502016 -8295.4528836956415 -81833.543672851578 -94256.392578125 40910.662664543233
leaf_weight=1171215 3029015 57644 1327 7948 5923 860 38 1235 3482 140 29 99 37 25 22 145 40 26 29 27972 7977 52 37 66 31 356 1926 50 30 388
leaf_count=1171215 3029015 57644 1327 7948 5923 860 38 1235 3482 140 29 99 37 25 22 145 40 26 29 27972 7977 52 37 66 31 356 1926 50 30 388
internal_value=0 61.159 839.138 -385.249 -5622.41 -10068.8 952.234 2786.84 3160.1 11166.4 7050.92 36457.9 50154.4 62865 89568.5 53486.8 155784 104177 -8812.31 2227.79 7191.69 26982.1 5617.85 -45714.5 -46192.8 6995.45 621.33 -10156.2 -10271.5 20741.4
internal_weight=0 1.28915e+06 117934 72413 14731 6783 57682 45521 44256 4616 3970 646 547 450 258 167 91 66 97 39640 9692 192 3941 103 68 3838 29948 1976 1265 1715
internal_count=4318164 1289149 117934 72413 14731 6783 57682 45521 44256 4616 3970 646 547 450 258 167 91 66 97 39640 9692 192 3941 103 68 3838 29948 1976 1265 1715
is_linear=0
shrinkage=0.1


Tree=2886
num_leaves=31
num_cat=0
split_feature=0 0 3 1 0 1 1 1 1 3 1 3 1 6 1 3 0 1 1 3 3 5 2 2 0 5 1 1 1 5
split_gain=6.87623e+11 7.81485e+12 2.89419e+13 3.02092e+13 2.35229e+13 6.35012e+13 8.58444e+13 3.19652e+13 1.80761e+14 6.91829e+13 4.81952e+13 3.36407e+13 3.17377e+13 3.00629e+13 2.90207e+13 2.57852e+13 6.22678e+13 5.30879e+13 1.40974e+14 7.00639e+13 7.29345e+13 6.25e+13 5.68173e+13 5.29623e+13 4.48194e+13 3.65762e+13 3.22885e+13 3.21123e+13 7.71962e+13 2.97108e+13
threshold=56.758269450000007 56.281985950000006 17.500000000000004 37.503486000000002 56.301440000000007 37.620907050000007 37.914142000000005 39.262370300000008 38.233559750000005 8.5000000000000018 43.868031300000006 15.500000000000002 38.151577750000008 1.5000000000000002 36.585378200000001 13.500000000000002 56.338501050000012 38.151577750000008 38.233559750000005 6.5000000000000009 5.5000000000000009 81.00500000000001 3.5000000000000004 3.5000000000000004 56.320495600000008 66.990000000000023 47.854228500000012 36.546174950000008 34.359746700000009 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 11 -10 -9 -8 -13 15 -15 16 17 -6 -19 20 -20 -21 -23 -22 -17 -25 -26 28 -18 -24
right_child=-2 2 3 -5 13 6 7 10 9 -11 -12 12 -14 14 -16 24 27 18 19 21 23 22 29 25 26 -27 -28 -29 -30 -31
leaf_value=9.408939152959789 76.741278319154944 -40308.272305166822 86463.334434443197 5137.365115823407 -20046.764691251868 63467.172848802933 -1434.2342127991562 -25307.668047672592 136661.55008691407 42227.496162899661 -4544.4992298305287 -55269.050886418278 19483.881442871094 -13758.895511088209 187.12188147316681 -62218.848412698419 -43089.385533405177 212305.6476973684 -8681.2017539677672 16655.551436695405 41970.186336555758 -146473.00659520351 -120135.8078125 256206.28500000003 -17195.681177534083 107940.8352588384 18836.841585360809 -7584.0429677466227 194208.33942307695 -2862.8970512726023
leaf_weight=3269724 919083 489 46 6470 374 188 1817 1255 100 346 10236 234 75 1516 94771 189 29 38 127 778 139 43 25 20 1431 99 301 8036 26 159
leaf_count=3269724 919083 489 46 6470 374 188 1817 1255 100 346 10236 234 75 1516 94771 189 29 38 127 778 139 43 25 20 1431 99 301 8036 26 159
internal_value=0 -20.7502 -783.075 5711.49 -1127.57 -4875.06 -3659.22 -4556.6 5520.68 63401.1 -6812.17 -6621.67 -37125.1 -616.59 -32.4525 -5377.45 -3318.78 13492.1 22276.1 17081.1 53354.8 3185.16 -42982.1 83892 -15979.4 132859 -10933.7 -7062.85 69087.7 -18796.7
internal_weight=0 3.39908e+06 129357 6516 122841 14740 14251 14063 2572 446 11491 2126 309 108101 96287 11814 9893 1802 1428 1390 385 1005 227 258 1921 119 1732 8091 55 184
internal_count=4318164 3399081 129357 6516 122841 14740 14251 14063 2572 446 11491 2126 309 108101 96287 11814 9893 1802 1428 1390 385 1005 227 258 1921 119 1732 8091 55 184
is_linear=0
shrinkage=0.1


Tree=2887
num_leaves=31
num_cat=0
split_feature=3 2 1 5 5 1 0 1 0 0 1 3 0 3 0 1 1 5 0 6 1 1 5 0 3 1 1 1 0 5
split_gain=6.97345e+11 5.19681e+12 1.74004e+13 1.73529e+13 1.71602e+13 1.93641e+13 1.89991e+13 3.10993e+13 1.65694e+13 3.49591e+13 6.34839e+13 3.33829e+13 1.80227e+13 1.93043e+13 1.58962e+13 1.58705e+13 1.5402e+13 1.83394e+13 2.48357e+13 1.43321e+13 1.81831e+13 2.98218e+13 1.83541e+13 2.30242e+13 1.78977e+13 1.49551e+13 1.98227e+13 1.27232e+13 1.2116e+13 1.16775e+13
threshold=18.500000000000004 1.5000000000000002 30.243224600000001 77.715000000000018 75.015000000000015 37.777459000000007 56.281985950000006 49.323301500000007 55.860536450000005 55.674875350000008 37.417247200000006 21.500000000000004 59.982527000000012 23.500000000000004 55.993277250000013 37.542000650000013 30.259484550000003 50.805000000000007 60.035045000000004 1.5000000000000002 37.777459000000007 37.533784800000006 52.020000000000003 55.551692500000009 23.500000000000004 37.620907050000007 37.726745000000001 38.950530550000003 55.576287050000012 72.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 16 8 14 -8 9 15 -11 -10 13 -13 -7 -6 17 -4 -19 20 21 29 -23 -24 27 -25 -27 -22 -17 -18
right_child=1 -3 4 -5 5 6 7 -9 11 10 -12 12 -14 -15 -16 28 19 18 -20 -21 24 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=16.153114058834369 -14035.249082090797 -135.27985583141856 8388.9686758535881 -109980.50812500001 -32504.532182459679 562.0619522388165 143191.19082880436 18142.996607275723 99017.60830357144 268053.21363281249 38046.118854166671 21077.605338541667 29885.986124840561 -101569.47556818184 -78618.832812499997 18371.857820638023 4451.2501093411174 9385.7217773437496 145113.73136160715 -4078.021869266483 -31296.307712204394 13506.362966324981 8287.3171030852754 163050.68726562499 -7755.5300633737388 28451.112318157331 112247.44642755683 11497.998876509868 118854.02359375 81585.916855468764
leaf_weight=3717520 328 592114 108 20 31 416 23 147 35 20 30 21 49 33 27 30 1052 26 28 3126 74 149 59 20 1389 58 55 1136 20 20
leaf_count=3717520 328 592114 108 20 31 416 23 147 35 20 30 21 49 33 27 30 1052 26 28 3126 74 149 59 20 1389 58 55 1136 20 20
internal_value=0 -99.9752 2350.71 -19549.3 3282.17 16457.4 6641.97 35061.3 38824.9 64298 130049 14644 -14026.7 -53873.4 -4263.86 23711.1 1690.32 32180.4 79763.2 998.332 4953.64 14083.9 39842.2 60279.9 -10.2468 83344.3 69236.9 8880.83 58564.7 5890.33
internal_weight=0 600644 8530 348 8182 882 613 170 269 131 50 138 103 54 443 81 7300 162 54 7138 4012 1413 341 192 2599 133 113 1210 50 1072
internal_count=4318164 600644 8530 348 8182 882 613 170 269 131 50 138 103 54 443 81 7300 162 54 7138 4012 1413 341 192 2599 133 113 1210 50 1072
is_linear=0
shrinkage=0.1


Tree=2888
num_leaves=31
num_cat=0
split_feature=5 2 0 1 0 3 1 5 0 5 0 3 1 5 1 5 0 0 1 6 1 1 5 1 5 1 5 1 5 3
split_gain=6.86972e+11 5.15458e+12 5.83604e+12 1.3565e+13 9.78606e+12 1.07234e+13 1.22938e+13 1.02272e+13 1.8815e+13 1.04937e+13 1.38006e+13 1.37608e+13 9.14581e+12 9.12787e+12 7.80946e+12 9.11706e+12 7.77932e+12 1.89368e+13 1.12385e+13 2.83416e+13 2.36586e+13 2.01797e+13 1.86375e+13 1.77433e+13 1.73336e+13 1.595e+13 1.43876e+13 3.50552e+13 4.18025e+13 3.52715e+13
threshold=42.005000000000003 1.5000000000000002 55.02863030000001 28.619594500000002 55.013931500000005 6.5000000000000009 20.507360500000004 41.995000000000012 43.642715500000008 39.805000000000007 54.947737500000009 9.5000000000000018 82.91993380000001 38.610000000000007 83.026705000000007 36.515000000000008 55.826364100000013 55.74310830000001 37.692869000000009 1.5000000000000002 37.66934650000001 37.712318250000003 31.990000000000006 37.597123000000003 37.75500000000001 37.582182450000005 28.035000000000004 37.66934650000001 32.005000000000003 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 13 9 -9 -8 -11 -12 -10 -7 -6 -16 17 -5 19 20 22 -20 25 -24 -25 -19 -21 28 -28 -30
right_child=-2 -3 3 16 14 6 7 8 12 10 11 -13 -14 -15 15 -17 -18 18 21 26 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-601.25805945196987 -30.614712023784428 -19.202532157787861 -18393.14520361734 924.32814743426627 -2629.8024431524877 11778.126805478052 2039.4955024756773 79558.445600328952 416.5033916794045 -639.74896143847025 -25802.027641858556 -417.80630615863606 17591.947625678218 52621.188727301524 -21329.717726139603 45031.885256125708 254.94895475792089 -55562.629101562503 -34946.115518547507 7805.7172993134636 76955.421639737222 3894.3623796571246 -25187.494657738098 -152778.36373697917 -44739.117424242431 44281.044188435873 50604.013935873547 104054.24674944197 -8686.3515947211472 35676.59479761836
leaf_weight=55084 2717292 1383283 361 45920 8441 210 24495 38 690 4736 475 388 563 74 351 22 63506 24 136 2556 22 8142 105 27 33 48 284 49 541 268
leaf_count=55084 2717292 1383283 361 45920 8441 210 24495 38 690 4736 475 388 563 74 351 22 63506 24 136 2556 22 8142 105 27 33 48 284 49 541 268
internal_value=0 51.9649 504.399 962.726 -80.8032 241.745 1708.04 1520.61 10236.2 1146.72 -2759.05 -14389.4 8133.8 22420.3 -3255.52 -17415.6 1020.16 1855.78 5351.68 9735.29 -22243.6 3256.25 -31451.9 -49976.3 -93356.8 10999.8 11975 21306.7 17597 6009.9
internal_weight=0 1.60087e+06 217589 122022 95567 86753 31669 31385 1291 30094 5599 863 1253 284 8814 373 121661 58155 12235 3957 259 8278 237 165 60 72 3698 1142 1093 809
internal_count=4318164 1600872 217589 122022 95567 86753 31669 31385 1291 30094 5599 863 1253 284 8814 373 121661 58155 12235 3957 259 8278 237 165 60 72 3698 1142 1093 809
is_linear=0
shrinkage=0.1


Tree=2889
num_leaves=31
num_cat=0
split_feature=5 0 4 0 0 5 1 2 0 4 0 0 3 0 5 5 3 2 0 1 1 0 4 2 4 2 1 1 5 0
split_gain=7.32741e+11 5.44448e+12 8.24966e+12 1.1082e+13 7.35107e+12 8.8771e+12 8.80106e+12 5.16275e+12 4.91292e+12 4.90094e+12 4.63244e+12 1.10939e+13 9.24155e+12 1.94171e+13 2.59369e+13 2.10889e+13 2.85585e+13 1.28747e+13 1.28469e+13 1.02651e+13 2.39071e+13 1.08037e+13 8.83871e+12 1.42926e+13 8.31701e+12 8.05215e+12 7.11882e+12 6.92242e+12 6.75218e+12 6.46712e+12
threshold=22.030000000000005 55.535913550000011 4.5000000000000009 52.719210700000012 55.576287050000012 21.015000000000004 37.457850350000008 21.500000000000004 55.628356700000005 1.0000000180025095e-35 45.073740550000004 45.055827000000008 5.5000000000000009 43.592450450000008 20.010000000000002 21.015000000000004 7.5000000000000009 4.5000000000000009 43.642715500000008 39.488326500000007 39.666208800000007 44.998833400000002 1.5000000000000002 9.5000000000000018 2.5000000000000004 1.5000000000000002 39.694727950000008 37.328003200000005 13.050000000000002 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -3 9 -8 -6 -7 11 12 29 14 -14 16 -16 -18 -15 25 -21 -22 -12 -24 -13 -20 -25 28 -27 -1
right_child=-2 4 3 -5 8 6 7 -9 -10 -11 22 24 13 18 15 -17 17 -19 19 20 21 -23 23 26 -26 27 -28 -29 -30 -31
leaf_value=-6995.0237586844378 5.6926874112479098 -11282.401746502144 93964.207741477279 -8886.5807299804692 3173.8038480117789 1909.2064630681821 20679.581642924084 -16115.112306810463 -1013.9022424691266 -62806.147687500008 1761.2278120060128 -10437.45269582012 6878.838475262678 -24743.626447423987 20512.767836626837 16409.352550223215 93523.148061342596 196579.09314630681 -14994.186627304345 117712.41533203126 -1081.6720089382595 58251.700698617788 -3793.4405178675124 -82797.134730113641 -63218.505286038308 74851.015176156856 -22201.240408909576 1850.8101862480087 9706.0573623285072 787.98714698474896
leaf_weight=2039 4237242 1295 22 20 2994 22 223 46 43567 25 23750 808 324 185 34 70 27 22 285 24 144 39 1469 33 31 26 47 1069 41 2241
leaf_count=2039 4237242 1295 22 20 2994 22 223 46 43567 25 23750 808 324 185 34 70 27 22 285 24 144 39 1469 33 31 26 47 1069 41 2241
internal_value=0 -298.081 696.722 44987.6 -974.403 -7615.52 7411.71 14387.6 -744.621 -32513.9 639.848 -1559.28 -176.476 4950.89 22902.9 56836.3 90931.3 139793 227.706 3065.36 23870.3 11563.1 1283.88 -6035.07 -12387.6 34.657 -47197 3805.1 34986.2 -2919.85
internal_weight=0 80922 32750 42 48172 1611 316 269 46561 47 32708 7409 6570 2290 477 153 83 49 1813 1628 207 183 25299 1549 839 1421 80 1136 67 4280
internal_count=4318164 80922 32750 42 48172 1611 316 269 46561 47 32708 7409 6570 2290 477 153 83 49 1813 1628 207 183 25299 1549 839 1421 80 1136 67 4280
is_linear=0
shrinkage=0.1


Tree=2890
num_leaves=31
num_cat=0
split_feature=5 5 1 4 1 3 1 1 1 0 0 1 1 1 3 0 0 0 3 3 0 0 2 0 3 1 3 2 1 1
split_gain=7.39078e+11 3.72054e+12 4.76971e+12 1.08691e+13 2.07853e+13 3.94676e+12 1.07559e+13 5.03341e+12 1.09968e+13 1.77157e+13 2.58575e+13 1.86512e+13 8.96054e+12 6.78105e+12 6.97243e+12 7.20261e+12 6.72013e+12 6.39871e+12 6.60975e+12 6.281e+12 4.63142e+12 1.67924e+13 5.28784e+12 4.43196e+12 4.38351e+12 4.45164e+12 3.97042e+12 6.88879e+12 6.65218e+12 6.18638e+12
threshold=18.050000000000004 20.010000000000002 113.46563545000002 2.5000000000000004 44.005491150000005 16.500000000000004 37.487839250000007 37.66934650000001 37.597123000000003 55.734663800000007 55.777112100000004 37.615058950000012 37.642309100000013 38.096381250000007 3.5000000000000004 55.993277250000013 55.87722990000001 55.601678500000013 15.500000000000002 5.5000000000000009 55.576287050000012 55.628356700000005 4.5000000000000009 55.834684950000003 26.500000000000004 37.362912300000012 7.5000000000000009 1.5000000000000002 37.417247200000006 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 20 8 26 -10 11 -11 16 14 -9 17 -12 18 -16 -14 -7 22 -22 -19 -23 -26 27 -2 -29 -28
right_child=1 -3 -4 4 -6 6 -8 13 9 10 12 -13 19 -15 15 -17 -18 23 -20 -21 21 24 -24 -25 25 -27 29 28 -30 -31
leaf_value=478.38697267381463 1651.3159023949408 3.1853062734584485 45252.412020596588 -125499.168125 18671.934335937502 -19109.21552630686 2016.612637110426 -51661.339402999882 -7594.8123889520712 126527.64479166668 -27691.622516946234 40719.706555063793 42047.478049045138 -2525.4124377741418 -2036.6487690634358 40907.700076729911 31288.513320312501 -11615.133757596657 48242.294304435491 -19004.641938920457 69367.783387822696 -6579.3295649872498 17851.310129050438 -34444.292660361847 -63912.763812500008 -16915.983298375057 -23818.426337348094 -7376.7609863793077 -31340.099521771597 3156.5827623208365
leaf_weight=32055 620 4263643 22 20 20 259 7393 40 237 33 85 109 72 8675 167 28 25 811 31 22 23 1145 149 95 25 104 90 477 153 1536
leaf_count=32055 620 4263643 22 20 20 259 7393 40 237 33 85 109 72 8675 167 28 25 811 31 22 23 1145 149 95 25 104 90 477 153 1536
internal_value=0 -3.57777 -1287.09 -1332.71 -53413.6 -1239.72 365.401 -2337.23 944.362 13467.6 27894.8 60661 5086.97 -3489.96 -10629.5 -9179.57 -14287 -10449.9 5835.31 27758.7 -6794.37 -4588.6 24740.1 -14008.9 -8548.21 -26023.9 -1594.26 -5831.95 -13196.4 1663.5
internal_weight=0 4.28611e+06 22466 22444 40 22404 9098 13306 3459 583 346 142 204 9847 1172 1132 110 1104 198 94 1705 1446 172 906 1274 129 2876 1250 630 1626
internal_count=4318164 4286109 22466 22444 40 22404 9098 13306 3459 583 346 142 204 9847 1172 1132 110 1104 198 94 1705 1446 172 906 1274 129 2876 1250 630 1626
is_linear=0
shrinkage=0.1


Tree=2891
num_leaves=31
num_cat=0
split_feature=2 0 3 0 5 2 5 1 1 5 4 0 6 1 1 1 0 5 2 1 4 0 3 4 3 5 0 1 5 5
split_gain=6.74965e+11 3.02875e+12 6.3701e+12 1.54392e+13 8.41594e+12 6.28176e+12 8.80882e+12 5.16357e+12 4.95839e+12 4.16008e+12 4.92876e+12 3.12097e+12 2.80172e+12 2.55285e+12 2.48667e+12 6.70273e+12 1.65666e+13 1.88609e+13 1.92006e+13 1.42768e+13 1.38286e+13 1.04042e+13 7.42911e+12 7.00239e+12 8.07982e+12 6.24014e+12 5.94445e+12 6.11621e+12 6.78844e+12 1.4976e+13
threshold=26.500000000000004 55.518428350000008 27.500000000000004 55.795550600000006 89.00500000000001 28.500000000000004 73.995000000000019 55.957851400000003 30.346469350000003 78.710000000000022 2.5000000000000004 54.708501450000007 1.5000000000000002 49.964253350000007 37.542000650000013 37.615058950000012 55.56564190000001 85.020000000000024 33.500000000000007 37.582182450000005 1.5000000000000002 55.801980100000009 33.500000000000007 2.5000000000000004 32.500000000000007 38.610000000000007 55.664473600000008 37.855187800000003 55.405000000000008 59.025000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 9 11 7 -7 -4 10 12 13 -5 -2 25 16 23 18 19 20 21 -18 -22 24 -16 -10 27 28 -17 -30
right_child=1 2 8 4 -6 6 -8 -9 14 -11 -12 -13 -14 -15 15 26 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.6305000729821626 -27696.510584077379 83155.575623739918 47151.718053668475 14329.620962062028 63481.314507548013 -32406.586621093753 49058.552781275706 26537.891355829652 -6685.1296862792969 -38276.161692555746 48183.452115885419 -28306.108831648395 -13748.155171342332 16405.931651785715 -15182.343792787533 -11679.504272836539 -141475.16340234375 -117393.4838169643 59547.410016741072 -12058.262942307505 -65912.070781250004 -48280.275169836961 15155.232031250001 26749.680052771939 20539.365724734045 5440.6659623897358 43.914998890200835 68692.301029829541 101831.18728693183 3683.7231307119691
leaf_weight=4310832 21 31 23 66 24 42 38 23 530 24 24 132 77 35 194 65 25 21 28 201 20 23 26 104 94 2130 3214 22 22 53
leaf_count=4310832 21 31 23 66 24 42 38 23 530 24 24 132 77 35 194 65 25 21 28 201 20 23 26 104 94 2130 3214 22 22 53
internal_value=0 958.65 1371.84 17180.1 7667.32 -9038.85 10810.9 -11549.3 799.534 654.042 6248.8 -19914 -789.182 -132.484 642.106 -899.114 -9546.04 -25561.6 -19591.1 -27102.5 -59271.6 -96819.3 -20091.4 4508.4 -3523.17 3024.62 985.998 19676.5 11974 32473.6
internal_weight=0 7332 7041 246 215 291 103 65 6795 191 167 188 143 56 6772 4112 736 344 323 295 94 48 46 392 288 2660 3376 162 140 75
internal_count=4318164 7332 7041 246 215 291 103 65 6795 191 167 188 143 56 6772 4112 736 344 323 295 94 48 46 392 288 2660 3376 162 140 75
is_linear=0
shrinkage=0.1


Tree=2892
num_leaves=31
num_cat=0
split_feature=1 5 1 5 1 1 3 3 3 0 1 2 0 3 1 0 0 0 0 3 1 1 0 3 0 1 5 0 0 5
split_gain=6.67077e+11 1.0894e+13 1.79515e+13 2.14203e+13 1.56834e+13 1.53517e+13 3.23337e+13 2.66262e+13 1.69799e+13 1.98497e+13 4.26679e+13 2.02926e+13 1.95995e+13 1.89324e+13 1.44402e+13 4.93146e+13 1.83595e+14 1.80708e+14 1.33474e+14 9.67098e+13 9.23932e+13 1.09437e+14 9.20321e+13 1.09704e+14 1.64179e+14 2.82356e+14 1.13045e+14 7.60266e+13 3.02957e+14 1.18305e+14
threshold=37.39371280000001 35.505000000000003 30.451272450000005 31.415000000000003 30.425002000000003 37.362912300000012 24.500000000000004 15.500000000000002 25.500000000000004 54.736324100000012 37.314272700000011 15.500000000000002 55.601678500000013 23.500000000000004 37.098288800000006 55.299834250000011 54.920670650000005 55.645049100000001 55.628356700000005 3.5000000000000004 37.275078000000001 37.328003200000005 55.734663800000007 8.5000000000000018 55.719391050000006 37.342273500000012 69.610000000000014 55.812836050000008 55.826364100000013 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 7 -7 9 -5 -11 12 -12 -14 -3 16 -16 18 19 -17 -20 -22 23 -19 -25 -26 -27 29 -29 -24
right_child=-2 14 3 5 -6 6 -8 -9 -10 10 11 -13 13 -15 15 17 -18 22 20 -21 21 -23 27 24 25 26 -28 28 -30 -31
leaf_value=-371.51998086472679 -16.549270158943518 42.604430906155464 -72.694401192000086 -486.37386059380719 3758.4498905528039 646.7359143930621 -18851.206146925484 33032.488014654795 10263.413797269925 -5649.9323550975441 -3443.2384778639848 -1818.1803072745342 -46615.024155030333 -2437.4054322350544 -821.42514945536334 49527.004940775361 -54843.699867829942 20481.961390056225 -4776.877407310094 5442.3603501315192 70351.59178298495 25672.746423291177 14617.047834091754 -7411.1435432618546 135918.84175652973 -70806.927160218256 -200761.48277113971 -28127.349081387529 4050.4805882950805 -53872.696819835401
leaf_weight=59788 3667889 433140 24236 6394 10866 565 383 461 727 16193 187 285 620 115 29091 520 643 1341 643 11561 738 2132 6745 12574 59 315 85 3292 26314 262
leaf_count=59788 3667889 433140 24236 6394 10866 565 383 461 727 16193 187 285 620 115 29091 520 643 1341 643 11561 738 2132 6745 12574 59 315 85 3292 26314 262
internal_value=0 93.3465 -763.474 -2210.06 263.635 -4207.79 5942.78 15198.2 -4791.05 -5251.03 -7001.9 -25139.8 -32348.7 -39702.9 288.87 1396.36 -1989.66 2908.5 12328.8 7339.89 29485.4 37161.6 27.3668 -6753.24 -9555.54 -68300 -98422.3 2689.39 472.509 12056.1
internal_weight=0 650275 120820 50166 70654 25930 1409 1026 24521 23794 17400 1207 922 735 529455 96315 29734 66581 15594 12081 3513 2870 50987 14374 13033 459 400 36613 29606 7007
internal_count=4318164 650275 120820 50166 70654 25930 1409 1026 24521 23794 17400 1207 922 735 529455 96315 29734 66581 15594 12081 3513 2870 50987 14374 13033 459 400 36613 29606 7007
is_linear=0
shrinkage=0.1


Tree=2893
num_leaves=31
num_cat=0
split_feature=5 5 1 4 0 1 3 3 3 1 1 0 0 0 3 3 3 0 1 3 2 5 1 1 3 6 0 0 0 1
split_gain=7.49075e+11 8.70461e+12 1.0644e+13 6.76444e+12 6.68183e+12 3.03808e+13 8.57675e+12 9.79415e+12 7.67931e+12 5.89409e+12 5.91649e+12 6.39623e+12 2.08669e+13 1.35028e+13 1.4417e+13 1.10668e+13 1.6489e+13 8.51461e+12 8.02434e+12 6.52695e+12 6.32115e+12 6.14351e+12 5.25136e+12 1.23326e+13 1.11241e+13 6.15977e+12 9.00433e+12 1.08153e+13 6.07356e+12 5.74845e+12
threshold=33.57500000000001 33.005000000000003 39.614024000000008 5.5000000000000009 44.039893800000009 39.718803500000007 7.5000000000000009 5.5000000000000009 8.5000000000000018 39.110397700000007 38.984911950000004 55.899899800000007 55.751981950000008 55.762622900000004 21.500000000000004 18.500000000000004 19.500000000000004 55.645049100000001 37.998366300000008 22.500000000000004 16.500000000000004 33.395000000000003 30.102666750000001 30.160599000000001 8.5000000000000018 1.5000000000000002 60.017447350000005 59.846652800000008 54.648549400000007 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 22 5 8 7 -7 -4 10 11 12 15 14 -14 21 -17 19 -15 20 -18 -3 28 24 -24 26 27 -26 -1 -25
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 -12 -13 13 18 -16 16 17 -19 -20 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=54695.678993157722 -16.875771591075544 -6087.3130994116491 132542.48408610027 -53053.838118489592 4038.4828296183196 4616.2699640721457 -23747.803017979455 78558.695278532614 51681.252105978259 -11540.553100046382 10222.114879803325 2121.3794277445709 -25337.829275790129 -17374.995180484548 -113486.65786830358 81380.492838541672 -57667.657262244589 22199.483784389955 8248.2593432125632 17000.837693277994 2829.3758080267139 4469.9329622515897 2488.5199465680803 2304.7549715646619 -22229.813952636719 -9760.2165741891567 21836.014796401516 -74595.946633731626 3176.3498703083005 -5.4939549982560782
leaf_weight=23 3709212 1315 24 24 9908 81 73 23 23 444 559 4406 55 680 28 36 39 209 149 48 31 949 700 10977 174 1089 33 51 4478 572323
leaf_count=23 3709212 1315 24 24 9908 81 73 23 23 444 559 4406 55 680 28 36 39 209 149 48 31 949 700 10977 174 1089 33 51 4478 572323
internal_value=0 102.793 2204.99 34.7951 4424.61 21503.9 2526.43 20968.9 92972.1 -308.338 278.104 -421.544 -3587.44 -16619.8 -55074.8 936.906 17146.3 10074.6 -12769.6 -11400.7 -30876.1 -1662.04 36.9552 10.7906 -7737.52 -13051.7 -26944.9 -34099.5 3439.61 37.9821
internal_weight=0 608952 19080 589872 10132 224 177 104 47 8948 8504 7945 3539 912 83 2627 363 327 829 118 70 2264 589848 585347 2047 1347 258 225 4501 583300
internal_count=4318164 608952 19080 589872 10132 224 177 104 47 8948 8504 7945 3539 912 83 2627 363 327 829 118 70 2264 589848 585347 2047 1347 258 225 4501 583300
is_linear=0
shrinkage=0.1


Tree=2894
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 3 5 2 5 5 4 2 5 6 5 3 3 1 5 5 5 2 6 1 2 1 5 1 1 1
split_gain=7.33626e+11 6.3306e+12 6.41691e+13 2.28757e+13 4.48936e+13 3.94079e+13 5.98227e+13 3.2082e+13 2.94424e+13 2.48104e+13 2.33199e+13 3.17348e+13 2.76156e+13 2.19086e+13 1.69369e+13 1.66468e+13 1.5028e+13 3.03229e+13 2.36882e+13 1.78921e+13 2.24942e+13 1.63436e+13 1.39951e+13 1.37424e+13 1.25918e+13 1.16791e+13 1.0807e+13 1.05623e+13 2.6914e+13 2.56844e+13
threshold=54.811549550000009 54.864040150000001 83.093115700000013 9.5000000000000018 8.5000000000000018 4.5000000000000009 63.855000000000011 4.5000000000000009 67.990000000000023 84.030000000000015 2.5000000000000004 7.5000000000000009 62.995000000000012 1.5000000000000002 32.910000000000004 3.5000000000000004 15.500000000000002 56.022377500000012 142.05000000000004 118.33500000000002 90.015000000000015 9.5000000000000018 1.5000000000000002 56.022377500000012 2.5000000000000004 83.053286850000021 32.005000000000003 38.422276900000007 54.845880150000006 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 13 -7 24 -6 10 11 -9 -13 -4 25 -15 18 21 19 20 27 22 -18 -22 -5 -2 -17 29 -29 -16
right_child=1 -3 3 7 8 6 -8 9 -10 -11 -12 12 -14 15 16 26 17 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=63.651941578573826 1473.5453941522082 -16.152559237528447 -72977.140610532413 53107.384863281251 -11552.43712574757 44511.958269042974 220566.20151791783 -65507.992245370377 -134413.02901785713 117518.69347826087 -91496.43831845239 9432.2544253700671 143180.72001201924 -32500.231930226291 -12477.735945176757 -3783.614482668067 49464.038749326515 -1335.5314578660855 -100727.15674913196 83148.731960227276 -91938.390579578496 12114.284502797069 141647.54279891305 -26660.48130620912 145628.97282072369 31900.599544270834 29587.112778487408 -19141.511954441226 -4980.6252300767592 13187.431748322757
leaf_weight=1275761 2847 3026251 27 24 274 120 23 27 21 23 21 38 26 58 741 119 58 1759 27 22 43 81 23 129 38 132 526 1698 6404 823
leaf_count=1275761 2847 3026251 27 24 274 120 23 27 21 23 21 38 26 58 741 119 58 1759 27 22 43 81 23 129 38 132 526 1698 6404 823
internal_value=0 -26.691 -2001.17 18744.3 13427.7 24824.3 72828.4 50265.9 -20298.4 22917.9 3490.92 25411.1 63767.6 15420.8 -3916.21 18815.9 -5616.11 2477.29 -7188.62 -6932.48 -7133.92 43876.9 75639.6 -42980 109814 2821.77 23430.3 -6496.06 -7948.43 1027.66
internal_weight=0 3.0424e+06 16152 1365 1168 873 143 197 295 135 112 91 64 730 14787 703 11808 1921 9887 9860 9838 162 81 172 62 2979 645 9666 8102 1564
internal_count=4318164 3042403 16152 1365 1168 873 143 197 295 135 112 91 64 730 14787 703 11808 1921 9887 9860 9838 162 81 172 62 2979 645 9666 8102 1564
is_linear=0
shrinkage=0.1


Tree=2895
num_leaves=31
num_cat=0
split_feature=0 0 5 3 3 5 1 1 3 1 5 3 1 1 0 2 5 1 4 2 1 3 5 1 1 3 5 3 1 3
split_gain=6.71925e+11 2.33487e+13 1.92276e+13 1.46957e+13 3.25879e+13 2.54896e+13 1.20123e+13 5.11043e+13 1.29024e+13 1.41845e+13 1.28362e+13 1.60971e+13 1.17381e+13 1.07567e+13 1.07327e+13 2.80982e+13 2.55501e+13 2.59708e+13 1.50113e+13 2.72954e+13 1.31935e+13 3.16145e+13 3.39638e+13 2.33638e+13 3.98749e+13 2.08347e+13 1.67838e+13 1.55691e+13 8.81671e+13 3.45883e+13
threshold=55.212972300000011 55.299834250000011 61.020000000000003 12.500000000000002 16.500000000000004 76.730000000000018 37.971176850000006 37.792847950000002 3.5000000000000004 37.889331900000009 48.945000000000007 16.500000000000004 61.284352600000013 38.422276900000007 55.388132500000005 11.500000000000002 97.050000000000011 54.845880150000006 1.5000000000000002 15.500000000000002 37.533784800000006 6.5000000000000009 63.855000000000011 78.608766650000021 50.388877400000005 8.5000000000000018 123.15000000000002 14.500000000000002 39.032393150000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 13 7 -2 -9 -10 -11 -12 -8 -6 15 20 17 18 -17 -20 21 22 -3 24 26 -23 27 -22 29 -29
right_child=1 14 3 4 5 -7 12 8 9 10 11 -13 -14 -15 -16 16 -18 -19 19 -21 23 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=38.001301402933358 -11276.951894690656 3889.4607138512797 -8359.945911629633 -72908.474672154029 -49445.417153139468 94666.77747395834 -7677.8295572090929 59582.316146322846 566.13774857954547 26382.797671059307 33716.686279296875 155189.6025390625 -787.95630969152307 21725.709133649554 -38.800266153465522 10750.066004044917 99731.69816300676 -9151.0519153832611 58865.981011887539 -2353.5560049203727 915.4831907529408 104099.7078342014 -28952.300398105635 3752.7203883921852 -13802.353643828797 15557.225610158459 91657.801718750008 -60718.255742414614 145457.3516098485 -8974.7396827888861
leaf_weight=2239643 582 2563 3702 112 54 24 3479 133 154 129 24 20 8549 35 2030321 331 37 305 243 104 10892 27 359 11412 2495 1691 20 172 33 519
leaf_count=2239643 582 2563 3702 112 54 24 3479 133 154 129 24 20 8549 35 2030321 331 37 305 243 104 10892 27 359 11412 2495 1691 20 172 33 519
internal_value=0 -40.9471 -3732.1 -9868.07 -34681.8 3206.64 -1888.49 8411.54 33321.8 22640.9 42291.2 88931.6 -2780.8 -21456.8 -10.514 1830.02 18153.9 15083.3 25985.2 40517.8 1278.38 6183.79 -145.513 387.286 -2330.59 16948.8 129.191 -28.4 -14228.4 -21854.5
internal_weight=0 2.07852e+06 16997 3927 225 113 13070 1042 460 327 173 44 12028 89 2.06152e+06 31203 1020 983 678 347 30183 4640 2922 25543 14131 1718 11636 11616 724 691
internal_count=4318164 2078521 16997 3927 225 113 13070 1042 460 327 173 44 12028 89 2061524 31203 1020 983 678 347 30183 4640 2922 25543 14131 1718 11636 11616 724 691
is_linear=0
shrinkage=0.1


Tree=2896
num_leaves=31
num_cat=0
split_feature=1 5 4 0 1 2 2 5 1 5 1 2 0 5 1 3 3 3 3 0 6 5 0 5 5 0 3 3 3 5
split_gain=7.63717e+11 3.3869e+12 8.40607e+12 2.83409e+13 1.87554e+13 1.68405e+13 1.34312e+13 2.39479e+13 2.29378e+13 1.95156e+13 2.36095e+13 1.86728e+13 1.6206e+13 1.44293e+13 1.44061e+13 1.37389e+13 1.65273e+13 1.51906e+13 1.32336e+13 1.27637e+13 1.27527e+13 1.58606e+13 1.27095e+13 1.19136e+13 2.80517e+13 2.24488e+13 2.68855e+13 1.37973e+13 3.39364e+13 1.93626e+13
threshold=83.000022850000008 59.005000000000003 2.5000000000000004 50.565831500000009 83.00362155000002 1.5000000000000002 1.5000000000000002 63.455000000000005 83.00362155000002 63.005000000000003 114.17164950000002 3.5000000000000004 55.349623500000007 61.405000000000008 83.001749100000012 7.5000000000000009 6.5000000000000009 8.5000000000000018 2.5000000000000004 55.013931500000005 1.5000000000000002 59.510000000000012 48.713222300000005 70.00500000000001 76.730000000000018 54.970187400000007 7.5000000000000009 11.500000000000002 14.500000000000002 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 20 19 10 13 12 15 -8 -15 16 18 -17 -11 -9 -5 -22 -7 25 -25 26 -6 -28 29 -29
right_child=1 2 4 6 23 22 9 8 -10 11 -12 -13 -14 14 -16 17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=15.818927050825165 52.53711404338253 -39349.657852564102 -2767.2340337486894 -10829.714696417261 141.53110297005395 -784.03736102764424 -930.79192204500725 -3887.4980379520939 -3033.547009453604 31835.102372839101 -26864.463008270759 -2930.1897899215255 4325.3817944098255 -17167.194478058511 8503.0642774494318 66882.006738281256 -72869.567020089293 -9820.580410918863 -22997.507371589254 9874.4019668002311 20911.898256655095 -4277.4527700588078 39680.96910551982 6735.5637071102137 543.59193293412045 1747.0696500864642 -8607.5740714067106 11441.988286052767 -4299.7734172450628 89041.267579561129
leaf_weight=3782924 375130 39 20104 2072 11000 104 9231 788 2978 47 309 19738 719 235 3136 26 63 3728 693 4656 324 1094 306 8823 42849 18645 7687 61 587 68
leaf_count=3782924 375130 39 20104 2072 11000 104 9231 788 2978 47 309 19738 719 235 3136 26 63 3728 693 4656 324 1094 306 8823 42849 18645 7687 61 587 68
internal_value=0 -111.804 -496.846 -1567.66 -6.54583 23443.7 -1792.99 1136.23 4022.56 -2713.04 444.432 -4342.77 -9627.38 1114.04 6713.53 -11828.8 -23700.9 -9289.34 -19514.9 7882.41 -5829.01 1478.08 29416.7 612.055 1600.87 -730.831 -3111.93 -7370.89 5906.15 52347
internal_weight=0 535240 160110 50286 109824 449 49837 11912 8422 37925 12911 25014 5276 12602 3371 4557 803 3754 740 5444 3490 1418 410 89720 51672 38048 19403 8403 716 129
internal_count=4318164 535240 160110 50286 109824 449 49837 11912 8422 37925 12911 25014 5276 12602 3371 4557 803 3754 740 5444 3490 1418 410 89720 51672 38048 19403 8403 716 129
is_linear=0
shrinkage=0.1


Tree=2897
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 1 1 0 1 1 1 1 3 1 3 1 5 6 5 1 3 0 1 1 3 3 3 5 1 2
split_gain=7.00218e+11 6.25148e+12 2.31832e+13 2.43914e+13 2.0585e+13 2.24194e+13 3.17771e+13 1.90869e+13 5.12874e+13 6.95604e+13 2.59338e+13 1.46434e+14 5.60303e+13 3.89801e+13 2.72458e+13 2.57071e+13 2.53244e+13 2.43504e+13 2.33977e+13 2.32539e+13 2.08934e+13 5.0455e+13 4.29917e+13 1.14188e+14 5.67536e+13 5.90816e+13 5.16668e+13 5.88608e+13 5.11844e+13 4.28995e+13
threshold=56.758269450000007 56.281985950000006 17.500000000000004 37.516458750000005 18.500000000000004 60.695889550000011 84.920232800000022 56.301440000000007 37.620907050000007 37.914142000000005 39.262370300000008 38.233559750000005 8.5000000000000018 43.868031300000006 15.500000000000002 38.151577750000008 39.025000000000013 1.5000000000000002 69.015000000000015 36.585378200000001 13.500000000000002 56.338501050000012 38.151577750000008 38.233559750000005 6.5000000000000009 5.5000000000000009 10.500000000000002 81.00500000000001 43.94115175000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 -6 -7 8 18 -10 11 14 -13 -12 -11 -16 -14 20 -3 -19 21 22 -9 -24 25 -25 27 -26 -28 -27
right_child=-2 2 3 4 5 6 -8 17 9 10 13 12 16 -15 15 -17 -18 19 -20 -21 -22 -23 23 24 26 29 28 -29 -30 -31
leaf_value=6.0349184439268502 77.440891809703714 -29438.54669884652 76888.877236743676 13586.885211338828 -55.044847704280315 80140.422656250012 -33214.775922309025 -18031.545346395727 57131.123742748838 -1285.3575569921231 -22767.144775083019 123000.37030859376 -1348.8090723536036 -4094.1681311563757 -49734.670947265629 17542.434448893229 56609.019421542558 -12312.268137655536 -106678.07920376091 171.47011151212246 -14379.001677550157 -6352.6687987046871 191080.59111842106 -7808.409680656373 4217.6980777322706 37781.144836162326 -41204.049357358876 -63782.815306285513 61614.137962983426 119581.43757221638
leaf_weight=3269724 919083 446 47 1825 4529 79 36 374 188 1817 1255 100 111 10236 234 75 235 1516 43 94771 1921 8091 38 127 557 139 62 165 221 119
leaf_count=3269724 919083 446 47 1825 4529 79 36 374 188 1817 1255 100 111 10236 234 75 235 1516 43 94771 1921 8091 38 127 557 139 62 165 221 119
internal_value=0 -20.9394 -702.762 5109.87 4588.36 1052.12 44655.3 -1011.09 -4386.77 -3294.11 -4101.9 4975.01 57070.5 -6133.55 -5953.77 -33405.3 38015.6 -550.799 -36230.6 -25.0813 -4835.53 -2982.4 12150.1 20054.9 15379.3 48026.2 2872.8 -11322.6 39088.6 75510.7
internal_weight=0 3.39908e+06 129357 6516 6469 4644 115 122841 14740 14251 14063 2572 446 11491 2126 309 346 108101 489 96287 11814 9893 1802 1428 1390 385 1005 722 283 258
internal_count=4318164 3399081 129357 6516 6469 4644 115 122841 14740 14251 14063 2572 446 11491 2126 309 346 108101 489 96287 11814 9893 1802 1428 1390 385 1005 722 283 258
is_linear=0
shrinkage=0.1


Tree=2898
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 0 3 1 1 1 3 3 5 2 3 1 3 3 0 0 0 3 0 0 1 1 4 0 0 4
split_gain=7.67893e+11 4.6752e+12 1.08514e+13 2.136e+13 1.94737e+13 1.6429e+13 1.73573e+13 1.4782e+13 1.25298e+13 1.19453e+13 1.1737e+13 3.17864e+13 9.8545e+12 2.28465e+13 2.20327e+13 5.99708e+13 4.39147e+13 1.60845e+13 4.32853e+13 3.61546e+13 3.06824e+13 6.67807e+13 2.83954e+13 1.66941e+13 1.46102e+13 3.11998e+13 3.48536e+13 1.44586e+13 1.66245e+13 1.43123e+13
threshold=10.500000000000002 177.02500000000003 82.902675200000019 61.310823700000007 55.025681450000008 55.055104550000003 15.500000000000002 49.964253350000007 49.236330900000006 61.396377350000009 18.500000000000004 20.500000000000004 225.45000000000002 2.5000000000000004 11.500000000000002 39.899261850000009 12.500000000000002 15.500000000000002 45.133160800000006 55.755036050000008 45.040161900000008 17.500000000000004 45.013473000000012 47.297889100000013 38.959914000000005 39.003296000000006 4.5000000000000009 51.67657710000001 55.755036050000008 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 -6 8 12 -5 -9 -12 13 -3 15 -15 -16 18 -18 -20 21 22 -19 24 -22 26 -26 -25 -29 -27
right_child=1 2 4 9 5 -7 -8 10 -10 -11 11 -13 -14 14 16 -17 17 20 19 -21 23 -23 -24 27 25 29 -28 28 -30 -31
leaf_value=32.831580237445927 -60.841432334621814 -57102.68721417684 1746.1114311273952 94919.806676136373 -18284.347790640371 -7837.8051534598217 -124998.33728794643 -32237.077333589237 81782.353491210946 28583.342534722226 107278.75349999999 -30369.937180223656 -1441.3106483827155 56591.447433035719 114822.11517968751 -158829.01308593751 -89240.099082880435 52613.79296875 139635.98234474877 -46135.894179687501 -70844.089185855264 13792.757552680621 201225.19144965278 92580.374461206899 124747.13235887096 -100243.69388020835 -25206.929889112904 -64821.510289417616 29679.821328811016 -1724.3423491379313
leaf_weight=2688514 1627121 41 548 33 27 70 35 173 23 153 25 51 664 28 50 24 46 20 22 20 38 109 36 29 31 30 31 22 121 29
leaf_count=2688514 1627121 41 548 33 27 70 35 173 23 153 25 51 664 28 50 24 46 20 22 20 38 109 36 29 31 30 31 22 121 29
internal_value=0 -54.1639 4242.08 8214.5 -6559.41 -41039.9 -78526.1 4619.97 8576.32 40352.7 -17847 14909.2 7365.87 15409.8 19743.7 -42833.4 24876.2 17175.3 -22224.7 51173.2 24165.7 59392.7 148150 6605.35 -16752.5 234.955 49770.1 28197.8 15141.2 -51818.9
internal_weight=0 1.62965e+06 2529 1849 680 132 62 1663 1414 186 249 76 1391 727 686 52 634 584 88 42 496 165 56 331 159 121 62 172 143 59
internal_count=4318164 1629650 2529 1849 680 132 62 1663 1414 186 249 76 1391 727 686 52 634 584 88 42 496 165 56 331 159 121 62 172 143 59
is_linear=0
shrinkage=0.1


Tree=2899
num_leaves=31
num_cat=0
split_feature=1 1 0 5 5 5 6 0 2 2 5 1 4 0 4 1 0 2 0 0 2 3 5 2 5 1 0 5 6 2
split_gain=7.06808e+11 5.45573e+12 1.76055e+13 1.91309e+13 1.31647e+13 3.50618e+13 2.81267e+13 2.25798e+13 3.80262e+13 4.16795e+13 3.68676e+13 4.15595e+13 5.769e+13 3.07617e+13 2.79156e+13 2.33148e+13 5.23001e+13 3.30163e+13 2.2406e+13 2.22996e+13 3.25472e+13 3.12238e+13 2.15269e+13 2.1318e+13 2.10375e+13 1.42952e+13 3.06183e+13 2.82294e+13 1.40121e+13 1.25198e+13
threshold=83.011163250000024 83.00362155000002 55.012873400000011 33.57500000000001 39.505000000000003 42.405000000000008 1.5000000000000002 55.020029900000004 8.5000000000000018 1.5000000000000002 57.705000000000005 83.006817700000013 2.5000000000000004 55.017766000000002 1.0000000180025095e-35 83.006817700000013 55.017213950000006 10.500000000000002 55.017766000000002 55.014170500000006 1.5000000000000002 12.500000000000002 78.710000000000022 6.5000000000000009 56.505000000000003 83.006817700000013 55.017766000000002 34.010000000000012 1.5000000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 25 19 -7 8 9 -8 24 13 14 -12 -13 16 17 -10 -17 -6 -21 -22 -9 -16 -11 27 -27 -5 -29 -23
right_child=-2 2 3 4 5 6 7 22 15 10 11 12 -14 -15 23 18 -18 -19 -20 20 21 29 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.5236058454427999 -128.53240118947033 6197.0393490545448 9128.5405928910604 10040.879672510646 -3176.8529251655095 5792.1495356988371 -14555.750926144858 -974.90502368477814 -16300.098460064512 -8652.2932407863136 -11836.971842994288 57947.004275173618 50661.794862789393 57593.132081139614 8723.4536690848217 59843.215283203128 18580.918563304229 -71523.335586199668 -43289.188621865556 -3380.5176019666164 30148.340868139268 -16801.926962939699 19402.493355773924 -32569.438622063761 -66532.250139925382 32365.757653674449 -9538.4353212265742 4184.2780941200608 -15860.355128979396 12167.000085858852
leaf_weight=3893654 389267 5977 2237 1665 1042 4163 2158 3813 396 1001 849 99 443 69 777 22 340 149 496 789 1280 199 600 149 67 182 4158 539 988 596
leaf_count=3893654 389267 5977 2237 1665 1042 4163 2158 3813 396 1001 849 99 443 69 777 22 340 149 496 789 1280 199 600 149 67 182 4158 539 988 596
internal_value=0 12.7347 1251.34 241.28 -494.256 877.451 -1245.12 -3808.66 -7334.22 -3652.95 3158.93 10071.1 20507.6 -6618.37 7475.15 -22059.3 -12197 -31397.8 -38909 9349.8 13907.3 20480.9 1795.65 2079.13 -12283.3 -4044.99 -7781.16 1034.89 -8785.01 4915.66
internal_weight=0 3.9289e+06 35243 29266 27029 19497 15591 11428 7015 5612 3454 2386 1468 918 1025 1403 885 545 518 3906 2864 2075 4413 926 1068 7532 4340 3192 1527 795
internal_count=4318164 3928897 35243 29266 27029 19497 15591 11428 7015 5612 3454 2386 1468 918 1025 1403 885 545 518 3906 2864 2075 4413 926 1068 7532 4340 3192 1527 795
is_linear=0
shrinkage=0.1


Tree=2900
num_leaves=31
num_cat=0
split_feature=5 0 6 0 3 5 2 5 5 2 0 2 5 4 1 2 0 3 2 5 5 2 2 3 5 5 2 5 3 1
split_gain=6.40799e+11 3.91686e+12 1.23786e+13 1.68844e+13 3.05839e+13 7.05308e+13 7.10873e+13 1.40467e+14 1.22335e+14 5.34206e+13 3.70723e+13 3.86228e+13 3.50514e+13 3.02416e+13 2.36426e+13 1.21528e+14 8.10894e+13 7.52836e+13 1.3467e+14 7.13232e+13 5.22517e+13 7.46149e+13 4.52265e+13 4.03797e+13 4.38913e+13 5.08456e+13 3.4955e+13 3.1032e+13 8.24776e+13 4.18594e+13
threshold=100.05000000000001 44.039893800000009 1.5000000000000002 43.592450450000008 8.5000000000000018 103.45000000000002 8.5000000000000018 112.04500000000002 116.06000000000002 3.5000000000000004 43.642715500000008 3.5000000000000004 128.92000000000004 3.5000000000000004 39.753614400000011 1.5000000000000002 43.514103700000014 6.5000000000000009 3.5000000000000004 110.05000000000001 105.35000000000001 13.500000000000002 5.5000000000000009 3.5000000000000004 137.05000000000004 114.05000000000001 4.5000000000000009 114.05000000000001 14.500000000000002 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 -5 -6 7 10 -9 -10 11 -7 -11 -14 15 -4 -16 23 -19 -18 21 -20 -21 -17 25 -25 -22 28 -28 -29
right_child=1 -3 3 4 5 6 -8 8 9 12 -12 -13 13 -15 16 17 19 18 20 22 26 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=6.4797171992372631 -3453.2688116184836 -382.2701210194345 153812.74066506411 4257.1293222357617 176247.54928768383 -10542.864880952382 -30202.87619664289 316960.8599139874 -46443.296903935188 47078.657116386225 43900.752375000004 -198117.76902173914 263830.79523809528 96060.388174715918 506.03184371158568 -15176.663504464288 145139.92149553573 161514.6164341518 -173083.092171875 -9327.9396460162716 112909.44367897727 33213.141377314816 94616.161523437506 -94334.754631696444 -41454.791821289065 -286664.75057870371 154776.06231060607 -66800.554774454198 -61320.756003289476 30726.057124255953
leaf_weight=4199349 2778 110913 39 793 34 21 138 26 27 39 25 23 21 22 3111 42 70 42 50 121 22 27 64 28 32 27 33 146 38 63
leaf_count=4199349 2778 110913 39 793 34 21 138 26 27 39 25 23 21 22 3111 42 70 42 50 121 22 27 64 28 32 27 33 146 38 63
internal_value=0 -229.017 1922.06 4836.32 15394.9 38884.8 25228.9 62726.8 122051 75558.5 -53341.9 -108593 115730 177995 1715.48 -16767.6 4949.74 -28863.3 -8383.6 59162.9 -27211.4 -100745 26631.1 -95700 -134573 -188751 -8462.62 -17999 39118.6 -37402.6
internal_weight=0 118815 7902 5124 1169 376 342 204 135 109 69 44 82 43 3955 589 3366 550 421 255 379 77 185 129 87 55 302 280 71 209
internal_count=4318164 118815 7902 5124 1169 376 342 204 135 109 69 44 82 43 3955 589 3366 550 421 255 379 77 185 129 87 55 302 280 71 209
is_linear=0
shrinkage=0.1


Tree=2901
num_leaves=31
num_cat=0
split_feature=5 0 1 0 0 0 3 2 3 0 5 1 0 0 0 5 4 5 3 3 3 3 2 2 4 3 1 5 3 3
split_gain=6.59126e+11 6.9958e+12 1.99893e+13 8.37579e+13 4.46945e+13 5.85998e+13 5.23818e+13 4.1013e+13 3.77533e+13 3.11396e+13 2.64082e+13 2.58306e+13 6.7462e+13 1.1678e+14 7.44913e+13 6.63547e+13 5.54438e+13 5.00092e+13 4.57803e+13 5.94342e+13 4.35674e+13 5.82412e+13 3.66856e+13 3.505e+13 3.32614e+13 8.16021e+13 2.80498e+13 4.80549e+13 2.57076e+13 2.38132e+13
threshold=82.00500000000001 59.932719750000011 30.434657650000002 60.063729500000008 59.982527000000012 59.963407450000012 4.5000000000000009 1.5000000000000002 5.5000000000000009 59.939091550000008 107.05000000000001 30.388336800000001 60.035045000000004 60.003414000000006 59.950068600000009 94.040000000000006 3.5000000000000004 89.00500000000001 13.500000000000002 6.5000000000000009 10.500000000000002 22.500000000000004 2.5000000000000004 6.5000000000000009 2.5000000000000004 15.500000000000002 30.410108300000001 94.040000000000006 19.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 4 5 7 -6 -4 -7 -9 28 -3 13 14 16 -14 -13 22 19 -19 -15 26 -16 -21 25 -24 27 -22 -8 -11
right_child=1 2 3 -5 6 8 10 9 -10 29 -12 12 15 20 17 -17 -18 18 -20 23 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.98067817240301 7.8805333505337192 1962.1993773324041 -146657.30489130435 3157.293901239982 42764.269466145837 -6465.1953320312505 -55398.000665098793 -72040.915650201612 172126.61107219828 -39693.241080306412 -148441.75554956897 80647.488790134346 2736.7991151850274 -12154.695192307692 25010.620146338621 -114718.29617936644 -34967.60780780499 37176.335186298078 28870.615710583952 -117270.71227525685 173100.80847486414 29894.167914496527 -3245.2279237689395 1156.7444586502877 -31898.387131857016 -220949.54227430557 196220.83173739348 21137.795559210528 46526.828125 26701.610872755526
leaf_weight=3947004 345010 20130 23 3362 60 20 513 62 29 77 29 205 141 39 67 73 52 78 453 73 46 72 33 38 139 36 55 38 26 181
leaf_count=3947004 345010 20130 23 3362 60 20 513 62 29 77 29 205 141 39 67 73 52 78 453 73 46 72 33 38 139 36 55 38 26 181
internal_value=0 127.405 1704.36 -4457.85 -29557.9 -3062.95 -46096.2 -17676.5 99232 -8406.01 -55482.9 2944.84 15020.8 22888.1 9673.18 -37329.7 57254.6 -3662.05 11622 -29719.8 84945.5 102893 -39343.4 -76728 -60072.8 -116830 140705 104356 -50481.4 6886.09
internal_weight=0 371160 26150 4382 1020 392 628 343 49 320 568 21768 1638 1424 1174 214 257 917 642 189 250 211 275 111 208 69 139 84 539 258
internal_count=4318164 371160 26150 4382 1020 392 628 343 49 320 568 21768 1638 1424 1174 214 257 917 642 189 250 211 275 111 208 69 139 84 539 258
is_linear=0
shrinkage=0.1


Tree=2902
num_leaves=31
num_cat=0
split_feature=0 1 1 1 5 1 1 3 3 0 1 1 1 1 1 3 5 5 5 5 5 3 0 4 5 2 5 3 3 1
split_gain=6.72667e+11 3.09049e+12 1.18214e+13 2.24554e+13 1.59298e+13 1.51827e+13 1.18444e+13 1.11876e+13 1.10041e+13 1.24705e+13 8.46403e+13 3.92186e+13 1.52394e+13 6.48249e+13 1.68637e+13 1.32769e+13 1.37335e+13 1.02193e+13 1.30165e+13 1.27178e+13 1.17089e+13 9.68117e+12 1.10187e+13 9.72791e+12 1.20043e+13 1.73178e+13 1.8803e+13 9.50065e+12 9.45866e+12 9.0959e+12
threshold=61.785186750000001 114.17164950000002 59.76223980000001 61.880021000000006 86.02500000000002 57.550671000000001 54.845880150000006 8.5000000000000018 4.5000000000000009 63.563300600000012 65.610478850000007 113.46563545000002 65.659480050000013 84.920232800000022 86.192907650000009 5.5000000000000009 77.715000000000018 56.835000000000008 68.52500000000002 40.405000000000008 36.995000000000012 2.5000000000000004 63.563300600000012 1.5000000000000002 47.815000000000005 5.5000000000000009 48.510000000000012 6.5000000000000009 2.5000000000000004 55.912026600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 8 6 -2 -7 -5 10 -10 -12 15 17 -15 16 -11 19 27 20 -14 -3 23 24 -23 -26 -27 -19 -8 -30
right_child=1 21 3 4 -6 7 28 -9 9 12 11 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=3.284009325375342 378.80482853891164 -8990.7206498393516 -25646.332532686803 9840.7221665492216 -40147.138442426025 30476.248025895617 18546.847180706522 5611.1800549632108 111464.98226171875 -3735.7128810186741 -67829.933516885081 -11884.382401963914 34953.268973214283 -61719.35084201389 367.36360082262348 -36770.130385416669 -59868.650321180561 69996.762265625002 41684.737142857142 -1633.8111421130952 128053.51661931819 1154.1474981855697 -51145.256586371528 8441.4791257928791 10509.582688210228 -98619.098979591843 -6217.323461914063 160931.28530092596 -57136.183091517858 -9857.9604134562542
leaf_weight=4288474 17401 686 481 660 113 263 115 580 50 1387 155 654 35 45 1572 150 45 20 35 42 22 1285 36 2326 66 49 40 27 42 1308
leaf_count=4288474 17401 686 481 660 113 263 115 580 50 1387 155 654 35 45 1572 150 45 20 35 42 22 1285 36 2326 66 49 40 27 42 1308
internal_value=0 -474.348 -904.892 -5007.35 -3026.63 238.484 -348.217 13368.6 -2170.41 -4040.51 -14799.5 -22603.2 -1306.2 4992.26 -1360.47 -8464.63 -5499.67 61745.7 87854.2 40120.4 70886.7 1943.34 3916.18 4442.53 -2016.89 -28305.8 -57090.2 122236 -8983.65 -11328.8
internal_weight=0 29690 25202 5493 5012 19709 18866 843 4899 4239 859 809 3380 1798 1617 1582 1432 181 82 99 57 4488 3802 3766 1440 155 89 47 1465 1350
internal_count=4318164 29690 25202 5493 5012 19709 18866 843 4899 4239 859 809 3380 1798 1617 1582 1432 181 82 99 57 4488 3802 3766 1440 155 89 47 1465 1350
is_linear=0
shrinkage=0.1


Tree=2903
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 5 0 0 5 3 2 5 2 6 4 5 4 5 5 5 5 2 6 4 5 4 3 3 5 3
split_gain=6.6592e+11 1.26486e+13 9.97347e+13 5.63542e+13 5.29694e+13 3.79011e+13 3.44124e+13 8.83298e+13 4.69094e+13 3.42348e+13 3.28098e+13 3.5036e+13 5.01665e+13 7.1531e+13 3.14496e+13 5.15734e+13 3.06047e+13 3.0554e+13 2.8065e+13 2.59237e+13 2.33546e+13 2.20872e+13 2.03677e+13 1.76979e+13 2.36098e+13 1.7517e+13 1.64226e+13 2.21753e+13 2.30823e+13 1.61959e+13
threshold=60.58031445000001 60.55755580000001 56.852744000000008 9.5000000000000018 9.5000000000000018 71.715000000000018 56.831297550000009 56.838612000000005 92.035000000000011 11.500000000000002 2.5000000000000004 96.015000000000015 7.5000000000000009 1.5000000000000002 2.5000000000000004 53.005000000000003 3.5000000000000004 90.015000000000015 107.05000000000001 85.91500000000002 110.05000000000001 7.5000000000000009 1.5000000000000002 2.5000000000000004 68.00500000000001 2.5000000000000004 16.500000000000004 25.500000000000004 41.995000000000012 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 29 -4 22 8 18 23 -10 20 14 -13 -14 15 26 -15 -16 19 -8 -9 -20 -6 24 -5 -7 -12 28 -28 -3
right_child=-2 2 4 6 5 25 7 10 9 -11 11 12 13 16 17 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-11.888788505299564 56.22696482556487 1971.2715503023694 -5419.2502552466431 9437.0002394053226 -1523.8335255852608 -88713.996347303284 54574.185184518916 -17139.71206493592 91325.551562500012 -44561.247007258862 -26168.219408373567 116905.89309557631 133097.06755514708 -2690.1928042763157 -9401.4654270119863 46067.64283942146 -143909.49866071431 -112260.34242621528 -75911.766749999995 113623.41065789474 -131110.57749999998 40425.150020777925 -24275.673248929987 32681.380944693894 -28351.624053054562 -39203.534700172509 -11933.465244932433 -14717.265626562501 89496.347306743424 -9056.2198329438943
leaf_weight=2886409 1415764 2800 3947 1713 577 83 342 178 20 254 212 77 34 57 146 333 21 36 25 95 20 47 1237 281 183 514 37 125 57 2540
leaf_count=2886409 1415764 2800 3947 1713 577 83 342 178 20 254 212 77 34 57 146 333 21 36 25 95 20 47 1237 281 183 514 37 125 57 2540
internal_value=0 -27.427 -2832.11 3583.9 -12553 -24231.5 12114.4 22442.1 4352.78 -34642.5 8910.36 15463.1 54770.4 12052.3 7609.91 16509.1 -40710.8 -29747.2 57879.7 67411 -28651.9 30.3873 -17038.7 9260.77 5789.68 -46086.9 -6328.46 12877.1 49571.8 -3274.01
internal_weight=0 2.9024e+06 15991 9633 6358 2411 4293 1842 2451 274 1333 1135 189 112 946 764 78 182 509 437 198 72 1814 2177 1896 597 431 219 94 5340
internal_count=4318164 2902400 15991 9633 6358 2411 4293 1842 2451 274 1333 1135 189 112 946 764 78 182 509 437 198 72 1814 2177 1896 597 431 219 94 5340
is_linear=0
shrinkage=0.1


Tree=2904
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 1 0 5 5 5 5 5 5 4 5 2 0 3 5 5 5 4 2 0 3 5 0 5 1 5
split_gain=6.90697e+11 3.57981e+12 9.4074e+12 1.83822e+13 1.1247e+13 1.55524e+13 3.83394e+13 1.49435e+13 2.54248e+13 1.18409e+13 1.84121e+13 1.478e+13 4.26771e+13 3.46204e+13 1.49406e+13 4.01851e+13 1.05521e+13 2.45019e+13 1.08498e+13 1.04607e+13 9.94149e+12 9.48759e+12 9.27421e+12 9.58445e+12 8.94917e+12 8.9219e+12 8.92037e+12 1.66512e+13 1.28207e+13 1.60233e+13
threshold=83.000022850000008 53.37994195000001 53.310923100000004 83.691301500000009 10.500000000000002 83.761389800000003 53.355366400000001 137.05000000000004 118.33500000000002 97.050000000000011 99.555000000000021 76.730000000000018 78.010000000000005 2.5000000000000004 67.990000000000023 4.5000000000000009 53.204054050000003 4.5000000000000009 76.00500000000001 68.52500000000002 125.85000000000001 2.5000000000000004 15.500000000000002 53.340367100000002 11.500000000000002 49.505000000000003 53.340367100000002 47.415000000000006 83.663637000000008 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 26 24 7 8 9 11 -11 14 13 -13 22 -16 17 -2 -18 -17 -10 -8 -7 25 -6 -24 27 -4 -28 -30
right_child=1 -3 4 -5 5 6 21 -9 20 10 -12 12 -14 -15 15 19 18 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=15.043703375515467 -5607.7818276674961 -231.53583947880725 785.47848691987508 -23.636328378940881 -14024.706733208852 -715.9763295458738 27343.162340198865 80074.794791666674 -116580.79375000001 110379.01484375 13784.624518757038 -161103.05533088237 -4330.3369623752887 -109.15533558238639 -35846.973228809933 94530.131256658395 -5706.3320083289718 -64685.695569397525 -70872.036478365393 38384.745539143878 -26475.935687500001 66252.36921301554 26419.595169771637 -1167.6819115328501 -2198.1543164226709 96714.406062500013 11176.986186825914 11072.65891139519 1373.2857710852593 -30814.424670723158
leaf_weight=3782924 191 433600 3031 61995 697 2171 231 24 24 24 111 34 379 22 73 44 1475 111 26 135 25 86 65 83 7801 25 1356 3272 17973 156
leaf_count=3782924 191 433600 3031 61995 697 2171 231 24 24 24 111 34 379 22 73 44 1475 111 26 135 25 86 65 83 7801 25 1356 3272 17973 156
internal_value=0 -106.325 427.831 -313.114 1676.99 -844.594 4708.18 1459.81 872.945 1979.27 30957 688.606 -16370.4 -97855.5 3547.1 26684.3 -10266.6 -27321.8 -6835.12 52185.8 -70608.9 37899 1059.66 23342.3 -3168.16 45945.9 2855.65 6125.74 1797.84 1096.31
internal_weight=0 535240 101640 63798 37842 12054 3556 3239 3215 3166 135 3031 435 56 2596 252 1803 302 1501 179 49 317 2344 173 8498 90 25788 6303 19485 18129
internal_count=4318164 535240 101640 63798 37842 12054 3556 3239 3215 3166 135 3031 435 56 2596 252 1803 302 1501 179 49 317 2344 173 8498 90 25788 6303 19485 18129
is_linear=0
shrinkage=0.1


Tree=2905
num_leaves=31
num_cat=0
split_feature=3 5 1 5 5 2 2 3 3 1 2 0 0 0 0 1 2 3 1 0 1 3 3 5 1 1 0 3 2 2
split_gain=6.93858e+11 5.46037e+12 2.40815e+13 8.71842e+12 4.16945e+13 4.36684e+13 1.30863e+14 7.73259e+13 4.67593e+13 3.68161e+13 3.53925e+13 2.71108e+13 2.6029e+13 2.4934e+13 3.9516e+13 5.73984e+13 2.74096e+13 3.40719e+13 2.6684e+13 3.45429e+13 2.81514e+13 2.55121e+13 5.07438e+13 2.69245e+13 3.72009e+13 2.88407e+13 2.54357e+13 2.56713e+13 2.38652e+13 2.11683e+13
threshold=18.500000000000004 137.05000000000004 30.160599000000001 120.05000000000001 118.33500000000002 16.500000000000004 10.500000000000002 24.500000000000004 19.500000000000004 61.365473900000005 15.500000000000002 45.070824200000011 45.022371150000005 60.035045000000004 55.795550600000006 60.628582700000003 7.5000000000000009 19.500000000000004 39.021425200000003 55.701368300000006 39.003296000000006 22.500000000000004 24.500000000000004 125.85000000000001 60.695889550000011 65.551978750000004 55.812836050000008 25.500000000000004 18.500000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 11 8 -8 -7 -9 12 -6 14 16 26 -5 -18 19 20 -19 -17 -23 25 -25 -24 -16 -28 -15 -10
right_child=1 2 -4 13 5 9 7 10 29 -11 -12 -13 -14 28 15 21 17 18 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=16.112669563919614 -119.91340811203861 90574.41748046875 3320.1569369771723 -17457.265602107178 -51563.7425 -32384.343944751974 195446.08268229169 281227.52956194198 82566.769454152964 58312.771730199354 111735.1135387074 -18828.50361408171 79633.576323084679 49195.774412412902 -141924.72904829547 -30960.354872081047 -47458.080711146766 12399.770395154839 1077.7468751354188 117696.0937099359 83348.799652777787 111577.92554952331 16024.764248511907 291.47702205882354 139031.64945746528 -106885.97288574219 -38246.40486936838 26824.050793087124 -38734.931977413864 7930.2061799701887
leaf_weight=3717520 593090 32 2742 658 20 196 24 28 76 58 22 244 62 148 22 91 112 498 1262 39 63 59 42 68 27 35 745 66 39 76
leaf_count=3717520 593090 32 2742 658 20 196 24 28 76 58 22 244 62 148 22 91 112 498 1262 39 63 59 42 68 27 35 745 66 39 76
internal_value=0 -99.7249 4326.69 -120.263 -89.0253 22639.8 38429.1 96907.2 65730 -11674 206651 -2110.88 47634.2 -4788.54 -6548.71 -21968.9 218.138 6109.94 9332.08 26693.7 20367.3 13886.4 31553.3 4102.94 39722.9 -39843.8 -35829 -32950.9 30857.3 45248.5
internal_weight=0 600644 2774 597870 593896 806 552 226 176 254 50 326 82 3974 3787 1155 2632 1974 1862 600 561 322 231 172 95 77 833 811 187 152
internal_count=4318164 600644 2774 597870 593896 806 552 226 176 254 50 326 82 3974 3787 1155 2632 1974 1862 600 561 322 231 172 95 77 833 811 187 152
is_linear=0
shrinkage=0.1


Tree=2906
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 3 1 1 4 3 1 1 6 2 5 1 5 5 2 5 5 2 1 1 1 2 5 6 1 3
split_gain=6.61749e+11 1.5025e+13 3.07726e+13 2.43038e+13 9.04846e+13 8.32933e+13 6.43757e+13 4.48957e+13 3.97489e+13 3.38849e+13 3.1283e+13 3.02442e+13 2.559e+13 2.53222e+13 3.15161e+13 6.6105e+13 3.04372e+13 2.52587e+13 2.50025e+13 3.06639e+13 2.49413e+13 2.94313e+13 2.46373e+13 1.34479e+14 7.704e+13 2.29255e+13 2.27886e+13 2.4028e+13 2.27037e+13 2.40316e+13
threshold=55.899899800000007 55.924336300000007 53.664171200000006 22.500000000000004 21.500000000000004 17.500000000000004 37.362912300000012 37.777459000000007 3.5000000000000004 20.500000000000004 37.869926150000005 37.792847950000002 1.5000000000000002 12.500000000000002 99.555000000000021 37.39371280000001 71.715000000000018 80.815000000000012 7.5000000000000009 55.990000000000002 95.020000000000024 10.500000000000002 37.620907050000007 37.692869000000009 37.559851850000008 9.5000000000000018 63.145000000000003 1.5000000000000002 36.761894450000007 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 28 -5 8 20 13 12 26 18 14 15 -7 -17 -18 19 -6 -8 -22 24 -24 -14 -10 -9 -28 -2 -30
right_child=1 -3 -4 6 10 9 7 11 25 -11 -12 -13 22 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-25.601281085352191 -64974.246718941482 4.4823211230025652 -53796.360186144768 -108856.05305706522 -11839.614371972657 221889.69613095239 15538.488740902663 -22992.176935891548 20752.556311928354 115438.86702806124 62358.627263849427 47.120696846307943 -55834.482217158569 2693.8187430981343 -64609.159555288468 29901.765740679199 198273.66367187502 60636.253828125009 -24485.711975962262 52557.068726748512 180850.73421875003 18098.948093750001 -199634.09185267857 -28617.136454090163 80351.646595052094 -70289.66771714155 -48708.386759868423 -181993.92559523811 6730.6858313790799 -82.699770276769939
leaf_weight=3024581 51 1260308 98 46 250 21 3740 153 41 49 44 662 135 237 26 382 20 40 833 105 20 25 56 257 60 85 38 21 7172 18608
leaf_count=3024581 51 1260308 98 46 250 21 3740 153 41 49 44 662 135 237 26 382 20 40 833 105 20 25 56 257 60 85 38 21 7172 18608
internal_value=0 59.8594 2157.3 2322.58 1205.22 2650.08 8878.68 10010.5 14589.5 34952.5 -20887.9 -10479.9 -23047.6 29520.2 42522 48538 40301.8 106515 -15015.2 7207.29 16428.9 90433.1 -41832 -59214.4 -13931.1 -40664.8 -43351.9 -96149 1680.92 1812.79
internal_weight=0 1.29358e+06 33275 33177 28346 26606 4831 4785 3911 775 1740 874 1696 726 489 463 442 60 1188 355 3785 45 508 313 195 126 212 59 25831 25780
internal_count=4318164 1293583 33275 33177 28346 26606 4831 4785 3911 775 1740 874 1696 726 489 463 442 60 1188 355 3785 45 508 313 195 126 212 59 25831 25780
is_linear=0
shrinkage=0.1


Tree=2907
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 5 1 2 3 0 3 3 5 5 0 1 6 2 5 5 0 6 3 3 4 4 5 2 5
split_gain=6.59328e+11 1.28285e+13 2.02092e+13 3.61474e+13 3.74369e+13 5.78686e+13 5.38522e+13 3.31301e+13 3.13519e+13 2.87132e+13 3.51171e+13 2.80914e+13 7.84532e+13 4.33182e+13 2.94868e+13 2.87553e+13 2.63953e+13 2.62356e+13 2.59964e+13 4.78666e+13 2.57493e+13 2.57104e+13 2.50001e+13 3.42793e+13 3.3749e+13 3.19324e+13 3.98352e+13 6.82693e+13 3.33305e+13 2.38214e+13
threshold=43.574807850000006 44.005491150000005 56.338501050000012 56.320495600000008 24.500000000000004 43.94115175000001 77.715000000000018 43.868031300000006 11.500000000000002 20.500000000000004 56.281985950000006 16.500000000000004 12.500000000000002 70.00500000000001 94.040000000000006 56.281985950000006 43.868031300000006 1.5000000000000002 11.500000000000002 75.015000000000015 41.365000000000002 56.281985950000006 1.5000000000000002 23.500000000000004 9.5000000000000018 1.5000000000000002 3.5000000000000004 93.00500000000001 1.5000000000000002 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 8 29 -7 11 -11 12 -2 17 15 16 -14 21 -5 -20 -10 -13 -9 24 -24 -26 27 28 -27 -4
right_child=1 -3 7 18 5 6 -8 22 20 10 -12 13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-39.364116669664405 1945.6501877082244 -4.1473446280346078 -791.93658810253464 -4136.8897063102686 -46760.074953497031 -4952.6208608774041 125628.28358226102 -1563.8180083655288 5522.0477495335826 -36192.721252715106 3953.5492969208481 32322.005789818199 10103.539123990078 36568.108540260815 62626.648261718758 -41018.241510594475 -27310.964394390398 -5542.8261914886816 -12891.889834487523 -91039.810961914074 82461.867373361893 -13131.645045823319 -1481.6255171804719 -26565.377433975886 12103.895439419146 -13303.370765388303 -10454.192520295042 175745.85590277778 41747.413481661497 58361.579425668031
leaf_weight=2143177 43312 2109068 5094 7117 84 156 68 1118 67 446 426 472 322 567 40 595 455 1007 427 96 124 169 726 184 1401 123 179 36 1039 69
leaf_count=2143177 43312 2109068 5094 7117 84 156 68 1118 67 446 426 472 322 567 40 595 455 1007 427 96 124 169 726 184 1401 123 179 36 1039 69
internal_value=0 38.7884 1412.51 673.426 1684.23 28932.9 44253.9 5560.55 28307.3 1399.84 -16580 1733.85 1189.43 12726.5 -22007 -24474.5 -11805.9 4523.73 -5718.18 -27236.4 55472.5 20338.1 11535.6 15506.7 17716 22733 33547.4 40122 35920.2 -1.38989
internal_weight=0 2.17499e+06 65919 55950 48310 499 415 9969 347 47811 872 46939 44724 2215 1412 1372 777 1648 7640 523 191 641 4806 3688 3504 2778 1377 1198 1162 5163
internal_count=4318164 2174987 65919 55950 48310 499 415 9969 347 47811 872 46939 44724 2215 1412 1372 777 1648 7640 523 191 641 4806 3688 3504 2778 1377 1198 1162 5163
is_linear=0
shrinkage=0.1


Tree=2908
num_leaves=31
num_cat=0
split_feature=5 5 1 3 5 1 0 0 4 3 1 1 4 3 0 3 0 4 2 0 3 1 0 0 0 1 2 1 0 3
split_gain=6.96602e+11 1.24892e+13 1.70475e+13 2.84645e+13 2.05088e+13 3.51209e+13 7.17481e+13 8.78166e+13 4.9009e+13 3.78409e+13 3.67693e+13 3.54284e+13 4.20987e+13 3.17273e+13 3.97486e+13 5.39276e+13 2.92185e+13 3.74564e+13 2.94142e+13 2.19627e+13 1.77555e+13 1.8671e+13 4.35307e+13 8.32265e+13 2.52826e+13 1.79608e+13 1.76955e+13 3.09553e+13 1.49505e+13 1.47613e+13
threshold=49.010000000000012 48.035000000000004 37.436176200000013 8.5000000000000018 48.910000000000004 37.582182450000005 55.645049100000001 55.762622900000004 1.5000000000000002 18.500000000000004 37.542000650000013 37.692869000000009 2.5000000000000004 6.5000000000000009 55.727011600000004 9.5000000000000018 55.86787755000001 1.5000000000000002 4.5000000000000009 55.708120100000009 9.5000000000000018 36.585378200000001 55.842510000000011 55.74310830000001 55.834684950000003 30.425002000000003 6.5000000000000009 30.346469350000003 55.812836050000008 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 26 -4 6 -6 8 9 -8 -10 12 13 19 -15 -16 28 -18 -19 -7 25 -22 23 -23 -25 -5 -3 -28 -9 -17
right_child=-2 2 4 20 5 11 7 16 10 -11 -12 -13 -14 14 15 29 17 18 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-7.4979791630887167 -42.467241628929401 3322.9968820896147 4742.2182036434178 -31784.5225228981 -11845.937409449336 -40673.359404721472 273775.56562499999 -4091.2360076121799 -8330.5420869715072 113396.83054435485 141017.64697265625 728.28598227726775 86907.999757812504 -18837.110158444524 -248986.38800603693 -16684.662252604168 -17191.943085186296 165960.70512222784 21733.098260967548 100774.14330357144 -1075.3599619186407 -20534.373554910933 -52184.663142935315 49879.627321742963 163567.13414351852 -5696.8401963491297 111689.77888719512 -12758.330145733175 -105745.8515625 -106103.37626139325
leaf_weight=2196393 2038841 2800 17137 554 268 23 28 39 34 31 32 57237 25 89 22 30 52 31 26 21 2993 448 257 71 27 504 41 39 23 48
leaf_count=2196393 2038841 2800 17137 554 268 23 28 39 34 31 32 57237 25 89 22 30 52 31 26 21 2993 448 257 71 27 504 41 39 23 48
internal_value=0 37.9867 1242.64 -3228 1702.46 805.223 25637.9 59576 123283 189509 64080.7 561.626 -36411.8 -49643.5 -67448.2 -110712 13006.7 44182.2 100173 26835.7 -7901 -4708.02 -18247.9 -2274.05 81201.7 -19357.1 4647.95 51021.3 -41801.8 -71711.6
internal_weight=0 2.27932e+06 82930 7734 75196 58059 564 296 125 59 66 57495 258 233 189 100 171 109 57 44 4854 3796 803 546 98 1058 2880 80 62 78
internal_count=4318164 2279323 82930 7734 75196 58059 564 296 125 59 66 57495 258 233 189 100 171 109 57 44 4854 3796 803 546 98 1058 2880 80 62 78
is_linear=0
shrinkage=0.1


Tree=2909
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 3 0 3 3 0 3 1 0 1 5 1 2 0 2 5 5 3 4 4 1 1 3 1 3 1
split_gain=6.8655e+11 4.93309e+12 2.26369e+13 1.64989e+13 4.1684e+13 3.05304e+13 1.98555e+13 1.75789e+13 1.84573e+13 1.60708e+13 1.44235e+13 4.43606e+13 2.46938e+13 1.71721e+13 1.70864e+13 1.43478e+13 1.3164e+13 2.40709e+13 2.96184e+13 6.32548e+13 3.28811e+13 2.92695e+13 2.62971e+13 2.50507e+13 2.69285e+13 2.36597e+13 3.71203e+13 2.24548e+13 2.20299e+13 2.00283e+13
threshold=42.005000000000003 45.067452850000002 45.005863250000004 38.975980350000007 38.959914000000005 5.5000000000000009 45.055827000000008 8.5000000000000018 16.500000000000004 45.055827000000008 16.500000000000004 38.984911950000004 45.013473000000012 39.027779200000005 37.75500000000001 41.900971000000006 3.5000000000000004 43.642715500000008 1.5000000000000002 40.005000000000003 34.605000000000011 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 39.694727950000008 39.969502550000009 3.5000000000000004 39.714575750000009 11.500000000000002 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 7 -6 -7 -4 -9 -10 -5 14 13 -13 -12 16 17 18 19 21 23 -1 27 24 -20 -24 -27 -22 -28 -18
right_child=-2 -3 3 10 5 6 -8 8 9 -11 11 12 -14 -15 -16 -17 29 -19 20 -21 22 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=3349.4408790453654 -30.605308179303581 108.7485779337395 -5206.9902456410155 -2160.606289635673 -3387.887113823208 -21708.366130059323 -5958.9323423882051 6322.0798049363775 1465.4991626138963 -28082.515748581471 -5470.7977815448112 -33798.561690051509 2420.7994769468892 -6065.2392823082155 39525.243113111414 -1972.6956461407472 -17.505469641246631 1774.0356172036609 96034.232986111121 67074.095601663968 93310.496401515149 -47670.313288344689 -19825.158237356307 27013.759461187725 -4076.8814174739077 -49355.997873085427 20278.51858390433 4902.6559504328552 120357.37061718749 4579.5434486686972
leaf_weight=2888 2717292 1449152 3963 32346 3168 2544 1168 4201 451 311 106 255 11231 1794 414 18318 17765 21012 27 154 33 117 2826 281 5526 76 183 222 25 20315
leaf_count=2888 2717292 1449152 3963 32346 3168 2544 1168 4201 451 311 106 255 11231 1794 414 18318 17765 21012 27 154 33 117 2826 281 5526 76 183 222 25 20315
internal_value=0 51.9489 -490.573 -1960.92 -4749.33 -10598.7 -16752.7 -240.754 3724.83 -10594.1 -1005.83 1700.86 578.94 -9516.68 30353 524.166 1164.3 -285.684 -3787.77 4566.37 -6656.64 1362.98 -14528.8 -2116.05 -3590.12 -17060.1 10453.7 16343.7 32307.2 2434.94
internal_weight=0 1.60087e+06 151720 61952 15806 6880 3712 8926 4963 762 46146 13800 13280 2049 520 89768 71450 33370 12358 3159 9199 3005 3365 5834 5553 3110 284 255 208 38080
internal_count=4318164 1600872 151720 61952 15806 6880 3712 8926 4963 762 46146 13800 13280 2049 520 89768 71450 33370 12358 3159 9199 3005 3365 5834 5553 3110 284 255 208 38080
is_linear=0
shrinkage=0.1


Tree=2910
num_leaves=31
num_cat=0
split_feature=5 4 1 1 2 1 0 3 3 0 0 4 3 1 0 3 0 5 0 3 1 3 1 0 2 1 2 0 5 1
split_gain=6.49399e+11 5.0941e+12 6.14886e+12 2.11543e+13 3.42053e+13 2.90595e+13 1.47109e+13 1.27553e+13 1.24651e+13 2.56777e+13 2.20477e+13 1.60284e+13 6.29863e+13 2.51792e+13 1.67719e+13 1.60012e+13 2.00322e+13 2.88878e+13 3.0651e+13 1.58606e+13 1.42908e+13 1.40724e+13 6.38814e+13 2.22911e+13 4.22545e+13 2.78297e+13 2.94831e+13 4.78827e+13 3.07983e+13 2.88162e+13
threshold=142.05000000000004 2.5000000000000004 60.55755580000001 57.550671000000001 5.5000000000000009 59.76223980000001 57.178027650000011 5.5000000000000009 7.5000000000000009 57.157092150000004 57.178027650000011 3.5000000000000004 5.5000000000000009 83.011163250000024 54.194619400000008 2.5000000000000004 56.009576300000013 161.85000000000002 55.055104550000003 9.5000000000000018 82.964402850000013 9.5000000000000018 60.601268000000012 55.039751500000008 5.5000000000000009 65.58467570000002 4.5000000000000009 57.147575200000006 177.02500000000003 82.975438000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 11 21 -11 12 14 -14 -4 20 17 -17 -19 -12 -16 22 -10 24 -24 26 -25 -28 -29 -27
right_child=1 2 8 4 -6 6 -8 -9 9 10 19 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 23 25 -26 29 27 28 -30 -31
leaf_value=2.6921656867857777 4062.6113705557045 -1940.2659250347342 -43499.08340212264 -100754.35160937501 -100626.98039336623 95499.939358836215 -45349.261197916669 5818.5134151785714 -135070.25428240743 -93589.835809948985 66992.875223214287 -1226.2964755685921 -57097.820926022221 -163832.85095766129 16547.478092447916 -62148.842862215912 -50126.318890115494 6175.2303340517246 160758.04544836958 -46318.960377604169 126855.49800016986 2590.0937675390755 78029.619216784587 756.66993931361606 -3250.9971579293228 -51945.643993723294 22954.134204272294 191690.57775735296 39843.443750000006 22408.047516518451
leaf_weight=4297453 2139 11777 53 25 57 29 24 35 27 49 21 1872 77 31 24 22 46 29 23 30 23 3398 159 224 107 117 143 34 22 94
leaf_count=4297453 2139 11777 53 25 57 29 24 35 27 49 21 1872 77 31 24 22 46 29 23 30 23 3398 159 224 107 117 143 34 22 94
internal_value=0 -558.613 -1090.86 -2445.83 -37469.6 -5611.46 21417.8 46455.4 1352.6 4411.11 -45686.2 -4799.17 -25190.7 -87734.7 5512.71 21067.3 1695.26 33908.7 74548.4 338.854 70528 5569.43 16490.4 21037.3 45334 10843.4 25640.6 53650.6 132036 -18821.3
internal_weight=0 20711 18572 11947 170 113 88 64 6625 4425 100 2200 328 108 220 167 120 74 52 51 47 4325 927 900 266 634 423 199 56 211
internal_count=4318164 20711 18572 11947 170 113 88 64 6625 4425 100 2200 328 108 220 167 120 74 52 51 47 4325 927 900 266 634 423 199 56 211
is_linear=0
shrinkage=0.1


Tree=2911
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 0 0 2 0 0 1 0 0 0 4 2 3 0 2 3 0 0 3 6 0 1 1 2 2 1
split_gain=6.99426e+11 9.31154e+12 1.92816e+13 1.70083e+13 1.39318e+13 1.21152e+13 7.41466e+13 3.69836e+13 3.06808e+13 6.34276e+13 5.32931e+13 4.60853e+13 5.41308e+13 1.89788e+13 1.63974e+13 1.45536e+13 1.66716e+13 1.29097e+13 2.64435e+13 1.25438e+13 2.49777e+13 2.12201e+13 1.19395e+13 2.9227e+13 2.14768e+13 2.38559e+13 3.13218e+13 1.42741e+13 2.00282e+13 2.29716e+13
threshold=123.15000000000002 120.05000000000001 6.5000000000000009 20.507360500000004 34.500000000000007 55.034903650000011 55.055104550000003 2.5000000000000004 55.812836050000008 55.551692500000009 37.998366300000008 56.281985950000006 56.367862600000002 60.029906750000002 3.5000000000000004 4.5000000000000009 5.5000000000000009 43.642715500000008 1.5000000000000002 4.5000000000000009 59.932719750000011 56.852744000000008 7.5000000000000009 1.5000000000000002 55.885524800000006 30.332994000000003 43.94115175000001 6.5000000000000009 7.5000000000000009 39.863684800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 22 7 -7 17 9 14 -11 -10 -13 15 -8 19 -17 -5 -19 20 -14 -21 23 -4 -25 -26 -27 -24 29 -29
right_child=-2 2 4 5 -6 6 8 -9 11 10 -12 12 13 -15 -16 16 -18 18 -20 21 -22 -23 27 24 25 26 -28 28 -30 -31
leaf_value=0.70479986741808875 397.74568769261754 88223.36725000001 65243.073111979167 -43476.029050925928 67506.561328124997 185183.75442708333 -75369.395635775858 -41709.70065720017 -89677.604777199886 250920.62723214287 57994.224609375 85022.227818834464 25341.98455116422 50816.087906250003 24477.491587428041 83474.558229166665 -18115.290848214288 86385.006596080042 2590.591222044799 -119694.30530133931 -72562.453839285721 -25743.084023437503 -367.63847464676746 -13590.030847167969 -9866.9372159090926 -221774.43522727271 -53031.068945312501 2575.2844126506025 -9390.8007606637802 -62054.207141487735
leaf_weight=4269928 43763 25 24 27 24 24 29 185 56 21 45 74 102 50 38 30 35 57 111 28 35 170 1456 64 22 22 22 83 1451 163
leaf_count=4269928 43763 25 24 27 24 24 29 185 56 21 45 74 102 50 38 30 35 57 111 28 35 170 1456 64 22 22 22 83 1451 163
internal_value=0 -4.07228 -4564.27 6648.85 -8408.58 4823.1 12301.3 -9680.65 6481.97 49800.8 119380 -3451.49 5763.52 -7270.14 -18739.8 -14530.9 28772.3 20705.9 31020.8 -22933 329.902 -39029.1 -8959.52 -36147.5 -54865.8 -94890.8 -137403 -7631.6 -13864 -40248.3
internal_weight=0 4.2744e+06 4473 1142 3331 1117 737 380 713 133 66 580 524 450 67 400 65 195 168 335 137 198 3307 154 130 66 44 3153 1697 246
internal_count=4318164 4274401 4473 1142 3331 1117 737 380 713 133 66 580 524 450 67 400 65 195 168 335 137 198 3307 154 130 66 44 3153 1697 246
is_linear=0
shrinkage=0.1


Tree=2912
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 1 1 1 5 6 1 1 5 5 3 1 3 5 5 1 1 5 3 1 5 1 5 5 3
split_gain=6.71525e+11 9.246e+12 3.10102e+13 3.3331e+13 3.65179e+13 3.16303e+13 3.23803e+13 3.07744e+13 4.13322e+13 2.56348e+13 1.88305e+13 1.97584e+13 1.96065e+13 1.6732e+13 1.42474e+13 1.34594e+13 1.2665e+13 1.40483e+13 1.21035e+13 1.11928e+13 8.89773e+12 9.18245e+12 7.63174e+12 7.4905e+12 1.73342e+13 1.25913e+13 9.85707e+12 8.03018e+12 7.44236e+12 7.43713e+12
threshold=56.635684300000008 56.501468900000013 103.85249100000001 5.5000000000000009 89.00500000000001 43.048525950000005 47.981192400000005 57.550671000000001 60.695889550000011 50.005000000000003 1.5000000000000002 47.854228500000012 83.761389800000003 142.05000000000004 132.05000000000004 10.500000000000002 84.920232800000022 1.5000000000000002 77.715000000000018 68.00500000000001 47.554129950000011 43.574807850000006 69.610000000000014 9.5000000000000018 38.422276900000007 88.015000000000015 47.854228500000012 91.050000000000011 78.010000000000005 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 20 22 -9 -5 11 -11 13 23 29 -14 17 -10 -13 -4 21 -7 -8 24 -12 -26 -25 -27 -17 -6
right_child=-2 2 19 9 14 6 7 8 16 10 12 18 15 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 26 25 27 -28 -29 -30 -31
leaf_value=-9.5838064047433864 74.170210418456762 -18440.761060833112 -33522.144533876832 -527.78985950730828 72029.496942883008 4611.1389912811392 -22203.529228484196 23148.657545491853 41471.314669261264 -20062.744377222305 -58943.795883675513 -159.63814117323037 14091.009131225586 -92099.175097656262 118476.57955228366 -9667.4668522135416 9160.3700598275791 -24804.567476211014 27833.26122886407 -105532.64360937499 9716.0681368701935 -15489.465621512276 -62492.398628982846 -6331.0455562547713 -15617.212003431199 67974.57315625 -33338.916541495841 4854.0335083007812 -70668.925169270835 20074.634194800969
leaf_weight=3350694 951662 725 158 3422 41 1092 602 517 34 390 86 562 300 32 26 60 186 539 213 25 4091 287 51 174 1347 25 605 104 30 84
leaf_count=3350694 951662 725 158 3422 41 1092 602 517 34 390 86 562 300 32 26 60 186 539 213 25 4091 287 51 174 1347 25 605 104 30 84
internal_value=0 -20.9669 -2433.74 -1954.42 2398.44 1492.76 3445.97 -7693.93 1341.73 -6855.07 -12367.3 -1704.47 -16863.2 -20278.2 51125 3915.86 -13512.3 -20872 7533.89 -43359.6 7374.46 427.764 -25350.1 -19296.5 -15301.8 -12758.9 -27306.3 17086.7 -30001.3 37115.8
internal_weight=0 3.3665e+06 15808 15625 8275 8124 7399 1929 1276 7350 3928 1165 2763 2373 151 390 759 573 775 183 5470 1379 653 2341 1562 1476 779 129 90 125
internal_count=4318164 3366502 15808 15625 8275 8124 7399 1929 1276 7350 3928 1165 2763 2373 151 390 759 573 775 183 5470 1379 653 2341 1562 1476 779 129 90 125
is_linear=0
shrinkage=0.1


Tree=2913
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 1 3 1 3 3 1 1 1 5 5 6 3 3 1 3 0 2 1 5 1 4 1 3 5 1
split_gain=6.65213e+11 1.89641e+13 1.61275e+13 1.67197e+13 2.81064e+13 2.5986e+13 1.41696e+13 1.61681e+13 1.41048e+13 1.36455e+13 1.32545e+13 2.41974e+13 1.24359e+13 1.17553e+13 9.69344e+12 9.43355e+12 1.3148e+13 1.53102e+13 1.05134e+13 1.33715e+13 8.62055e+12 2.28597e+13 2.17352e+13 2.0859e+13 1.93242e+13 3.81298e+13 1.07809e+13 2.56337e+13 2.78181e+13 1.892e+13
threshold=55.212972300000011 55.299834250000011 93.00500000000001 3.5000000000000004 37.944765900000007 37.792847950000002 19.500000000000004 61.284352600000013 13.500000000000002 8.5000000000000018 65.659480050000013 82.911991800000024 61.284352600000013 49.505000000000003 83.010000000000005 1.5000000000000002 15.500000000000002 13.500000000000002 37.889331900000009 16.500000000000004 55.388132500000005 11.500000000000002 37.516458750000005 97.050000000000011 36.761894450000007 1.5000000000000002 37.533784800000006 6.5000000000000009 62.385000000000012 78.608766650000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 13 10 -4 -9 -12 -8 -5 -10 18 17 -17 -15 -20 21 26 24 -24 -23 -26 27 28 -3 -28
right_child=1 20 9 6 -6 -7 12 8 14 -11 11 -13 -14 15 -16 16 -18 -19 19 -21 -22 22 23 -25 25 -27 29 -29 -30 -31
leaf_value=37.811036485784676 -4501.3487369437844 3887.973597072038 -57733.925796875003 -5315.0481747828553 546.82408155461758 55607.588912709558 73115.556280048084 -1162.2400948573561 -20323.522780682964 -5090.6999182003065 -76951.271473524306 -8837.7029424182656 9858.1808213576787 -42740.769479549635 -84544.180387931046 -19460.78140100963 45803.853003771554 -66404.610100823484 -4797.2968988305529 63852.869218749998 -38.665567985643605 21033.406366502197 6279.5421265716559 89882.457636088715 24881.83418422965 169044.72362060548 -2112.6652018986474 15266.298031253837 -23842.058632304597 3361.6434326781587
leaf_weight=2239643 115 2499 100 2639 1957 192 39 9326 124 97 63 303 153 68 29 1136 29 74 523 30 2030321 114 800 31 43 32 14131 1718 423 11412
leaf_count=2239643 115 2499 100 2639 1957 192 39 9326 124 97 63 303 153 68 29 1136 29 74 523 30 2030321 114 800 31 43 32 14131 1718 423 11412
internal_value=0 -40.7421 -3367.31 -3033.75 4959.87 33091.2 -4278.77 -4639.99 -2370.41 -31813.1 -1894.84 -20562.2 22707.3 -9606.42 -32496.1 -15695.1 -20736.9 -22331.7 -5635.7 -1073.06 -13.3149 1636.21 16359.9 9398.3 46969.1 86391.3 1138.63 5572.92 -126.333 333.125
internal_weight=0 2.07852e+06 16997 16800 2264 307 14536 14344 9845 197 9692 366 192 4499 153 1860 1239 1210 621 553 2.06152e+06 31203 1020 831 189 75 30183 4640 2922 25543
internal_count=4318164 2078521 16997 16800 2264 307 14536 14344 9845 197 9692 366 192 4499 153 1860 1239 1210 621 553 2061524 31203 1020 831 189 75 30183 4640 2922 25543
is_linear=0
shrinkage=0.1


Tree=2914
num_leaves=31
num_cat=0
split_feature=1 3 0 3 1 5 0 2 5 3 0 5 5 3 5 5 5 0 0 5 2 0 5 2 1 3 5 1 0 5
split_gain=7.27336e+11 8.2072e+12 1.26606e+13 3.69847e+13 2.18647e+13 1.62908e+13 1.46038e+13 3.46924e+13 2.02747e+13 1.45579e+13 2.90533e+13 2.02356e+13 2.74028e+13 1.88684e+13 1.96907e+13 1.43648e+13 1.11597e+13 1.21782e+13 1.07682e+13 9.1188e+12 8.03012e+12 1.74704e+13 1.7181e+13 1.05632e+13 9.94146e+12 7.67376e+12 7.61834e+12 7.5025e+12 1.61928e+13 2.14957e+13
threshold=82.970752000000019 19.500000000000004 55.07108800000001 23.500000000000004 86.192907650000009 28.810000000000006 55.039751500000008 13.500000000000002 36.305000000000007 20.500000000000004 55.993277250000013 97.050000000000011 81.910000000000011 21.500000000000004 57.995000000000012 105.35000000000001 33.805000000000007 55.039751500000008 55.034903650000011 61.405000000000008 5.5000000000000009 52.056565900000003 74.610000000000014 18.500000000000004 83.053286850000021 22.500000000000004 51.815000000000005 82.964402850000013 54.943649450000002 58.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 3 5 25 -3 15 8 -8 10 -6 12 -12 14 -11 -7 18 20 -5 -9 -18 22 -22 -23 -25 26 -4 -1 -29 -30
right_child=1 2 4 16 9 6 7 19 -10 13 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-1.9173949184550765 -47.307438116679641 21396.433980836733 15669.346859431615 -242.28740869372587 -35690.45281132024 -11824.201979341655 -25590.733408717104 -27715.875085970889 -113145.63428295619 12381.29191102724 15012.490945588699 89112.925055803571 -73059.717005813945 -266.59659872838921 90800.889765625005 -98741.227187500001 -11428.557322123925 -31259.832374237805 26299.270101725258 42633.899062500001 18014.377142607274 1579.3628291983489 121675.99832589287 -15014.294922374565 8450.4494793107024 -13215.867239166972 49019.390279612824 -3832.8236758499111 267.51356916946236 4342.8101765331257
leaf_weight=3598076 642165 69 138 421 328 386 38 234 87 111 198 28 43 5487 45 20 995 164 240 20 67 2245 21 898 226 43 136 6083 40023 19129
leaf_count=3598076 642165 69 138 421 328 386 38 234 87 111 198 28 43 5487 45 20 995 164 240 20 67 2245 21 898 226 43 136 6083 40023 19129
internal_value=0 -97.0696 -2615.63 -5882.4 438.901 -25189.2 -29284 -43400.9 -86528.9 -862.637 -15712.6 8647.09 -701.637 708.408 35002.3 -16105.8 -2757.89 -4498.1 9394.59 -22176.5 -3512.27 -1233.79 42751.8 -2382.71 -10296.3 26059.1 32222.7 17.3521 1080.18 1585.41
internal_weight=0 654853 12688 6131 6557 854 785 379 125 6240 597 269 241 5643 156 406 5277 4616 661 254 4452 3457 88 3369 1124 317 274 3.66331e+06 65235 59152
internal_count=4318164 654853 12688 6131 6557 854 785 379 125 6240 597 269 241 5643 156 406 5277 4616 661 254 4452 3457 88 3369 1124 317 274 3663311 65235 59152
is_linear=0
shrinkage=0.1


Tree=2915
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 5 5 5 6 0 2 2 5 1 4 0 4 2 0 2 3 5 5 2 5 0 5 3 2 5
split_gain=6.33109e+11 4.70025e+12 1.49609e+13 1.54849e+13 1.24049e+13 1.2071e+13 1.06842e+13 2.83742e+13 2.26836e+13 1.83344e+13 3.07628e+13 3.37782e+13 2.99689e+13 3.36636e+13 4.67254e+13 2.49175e+13 2.26116e+13 1.89922e+13 1.80654e+13 2.63632e+13 2.52955e+13 1.80263e+13 1.74359e+13 1.72676e+13 1.70151e+13 1.5714e+13 1.32231e+13 1.2312e+13 2.09628e+13 1.23657e+13
threshold=83.011163250000024 83.00362155000002 55.012873400000011 33.57500000000001 55.017766000000002 33.005000000000003 39.505000000000003 42.405000000000008 1.5000000000000002 55.020029900000004 8.5000000000000018 1.5000000000000002 57.705000000000005 83.006817700000013 2.5000000000000004 55.017766000000002 1.0000000180025095e-35 14.500000000000002 55.014170500000006 1.5000000000000002 12.500000000000002 72.705000000000013 78.710000000000022 6.5000000000000009 56.505000000000003 55.017213950000006 73.405000000000015 10.500000000000002 8.5000000000000018 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -5 18 -9 10 11 -10 24 15 16 -14 -15 21 -8 -20 -21 -12 27 -18 -13 -19 -23 28 29 -11
right_child=-2 2 3 6 -6 -7 7 8 9 22 17 12 13 14 -16 -17 23 25 19 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.646549510927362 -121.64696778771314 -6811.4509776380091 -11030.739527961234 -3629.9340709246667 11105.887674191703 7332.3457870938628 -2848.6082555379157 5214.9052306586445 -13087.935667912976 -1218.3516242053743 -19513.337520354075 -7797.7208280976838 -10625.930575302718 52180.297210385106 45622.17697340576 51861.809885926181 7879.100045183297 -39630.563077059662 -3030.723152545499 27145.96066048622 4434.6693178803062 -102067.95388299851 17488.780009175618 -29284.50322200084 -59851.031296641791 16003.866949573865 -39516.337211264909 -19688.646897110852 15936.180187386293 -26685.945970020479
leaf_weight=3893654 389267 681 291 7532 1946 5296 1042 4163 2158 2559 902 1001 849 99 443 69 777 66 789 1280 795 42 600 149 67 220 173 318 730 206
leaf_count=3893654 389267 681 291 7532 1946 5296 1042 4163 2158 2559 902 1001 849 99 443 69 777 66 789 1280 795 42 600 149 67 220 173 318 730 206
internal_value=0 12.0525 1161.71 230.593 8226.25 5720.85 -431.151 804.59 -1104.86 -3407.02 -6583.9 -3272.83 2859.48 9091.45 18484.4 -5929.14 6755.63 -19828.2 8426.24 12528.3 18444.5 -25715.5 1643.01 1899.21 -11063.2 3165.15 -51735.7 -850.418 863.618 -3115.76
internal_weight=0 3.9289e+06 35243 29266 2237 5977 27029 19497 15591 11428 7015 5612 3454 2386 1468 918 1025 1403 3906 2864 2075 1117 4413 926 1068 286 215 3813 3495 2765
internal_count=4318164 3928897 35243 29266 2237 5977 27029 19497 15591 11428 7015 5612 3454 2386 1468 918 1025 1403 3906 2864 2075 1117 4413 926 1068 286 215 3813 3495 2765
is_linear=0
shrinkage=0.1


Tree=2916
num_leaves=31
num_cat=0
split_feature=1 5 1 5 4 3 3 0 5 0 1 0 0 1 1 1 0 2 5 3 3 5 3 6 5 3 6 5 3 5
split_gain=7.03987e+11 3.70074e+12 6.80849e+12 6.10939e+12 9.89169e+12 1.01235e+13 7.28088e+12 6.86157e+12 6.07513e+12 1.02473e+13 4.74721e+12 1.13185e+13 2.4736e+13 2.86369e+13 1.73627e+13 1.72129e+13 1.69229e+13 1.68838e+13 1.50704e+13 1.25412e+13 1.10633e+13 1.66326e+13 8.80533e+12 4.17533e+13 3.61931e+13 4.8022e+13 2.62659e+13 2.70665e+13 2.55286e+13 2.2617e+13
threshold=91.398302750000013 45.005000000000003 91.910414550000013 33.395000000000003 1.5000000000000002 6.5000000000000009 7.5000000000000009 53.719078300000007 45.610000000000007 50.565831500000009 104.38035940000002 52.719210700000012 53.516665650000007 91.910414550000013 103.85249100000001 103.85249100000001 51.67657710000001 9.5000000000000018 132.05000000000004 18.500000000000004 5.5000000000000009 94.040000000000006 8.5000000000000018 1.5000000000000002 103.45000000000002 9.5000000000000018 1.5000000000000002 99.555000000000021 7.5000000000000009 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 9 -3 11 14 13 -13 16 -14 -10 22 19 -19 21 -18 23 -16 26 -26 -24 -28 29 -25
right_child=1 8 -4 4 -6 6 -8 -9 10 -11 -12 12 15 -15 17 -17 20 18 -20 -21 -22 -23 24 28 25 -27 27 -29 -30 -31
leaf_value=-7.445374354752456 -1802.4044700781333 73163.743489583343 -724.47411263697745 7614.1357007256875 554.35766400498494 -16270.430326173633 8214.0416486870963 29439.009485778806 -50868.674288862181 6966.4579647934224 -524.28053641266024 -7741.2049661817136 912.22478541660644 -53756.809783240213 -46505.848683675133 -46718.835947779611 18690.417913523866 19120.776274462409 104488.55343750001 -61619.324853515631 1100.5111546240687 87809.987679036465 18259.766417461291 6354.0095438237813 133961.74109738372 -9509.4391276041679 -10909.512129518522 -108395.49922885239 85718.82802483975 -22157.405790720692
leaf_weight=4176165 1826 24 54049 232 2046 139 962 380 39 912 26951 939 44515 158 162 76 1057 505 20 20 377 36 331 4193 43 51 1590 29 39 298
leaf_count=4176165 1826 24 54049 232 2046 139 962 380 39 912 26951 939 44515 158 162 76 1057 505 20 20 377 36 331 4193 43 51 1590 29 39 298
internal_value=0 218.967 -380.998 2943 5248.16 10854.4 5122.9 21165.5 653.355 8663.82 561.277 1098.32 466.085 -14368.8 4384.49 831.043 14147.1 2361.17 19290.6 16045 15872 20967 991.435 3377.78 -4486.42 56121 -7408.01 -12655.7 5161.7 4462.14
internal_weight=0 141999 59634 5585 3759 1713 1101 612 82365 936 81429 54478 45688 1097 8790 44591 1509 7281 545 525 1470 1093 6736 4692 2044 94 1950 1619 4530 4491
internal_count=4318164 141999 59634 5585 3759 1713 1101 612 82365 936 81429 54478 45688 1097 8790 44591 1509 7281 545 525 1470 1093 6736 4692 2044 94 1950 1619 4530 4491
is_linear=0
shrinkage=0.1


Tree=2917
num_leaves=31
num_cat=0
split_feature=1 0 1 6 0 0 3 5 3 1 5 3 1 5 0 3 5 3 0 0 3 5 1 4 5 5 1 3 1 1
split_gain=6.73295e+11 3.49083e+12 9.90233e+12 1.30015e+13 1.62075e+13 1.28591e+13 1.08249e+13 1.06046e+13 1.04108e+13 8.00507e+12 7.99768e+12 7.87189e+12 7.44859e+12 6.50992e+12 9.80762e+12 1.51883e+13 1.40664e+13 8.48061e+12 6.50513e+12 6.32217e+12 1.1691e+13 7.02091e+12 6.26632e+12 6.25649e+12 5.94452e+12 5.76479e+12 5.15371e+12 6.52569e+12 8.95996e+12 6.27466e+12
threshold=83.000022850000008 56.110481950000008 92.896330950000007 1.5000000000000002 56.24640500000001 56.501468900000013 16.500000000000004 102.01000000000001 8.5000000000000018 84.920232800000022 35.985000000000007 3.5000000000000004 91.398302750000013 67.520000000000024 56.367862600000002 13.500000000000002 100.05000000000001 9.5000000000000018 56.197733450000008 56.093493200000005 15.500000000000002 79.730000000000018 86.192907650000009 1.0000000180025095e-35 31.990000000000006 86.810000000000016 91.910414550000013 9.5000000000000018 86.192907650000009 92.815157350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 6 11 9 8 -7 -3 -6 24 -5 22 -11 16 17 -15 -16 -14 -2 21 -21 -13 -12 -4 -17 27 28 -10 -28
right_child=1 2 10 4 5 7 -8 -9 26 13 23 12 18 14 15 25 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=14.85298352301997 -139.4927422678247 5172.4133965479186 513.65305996691131 4346.5715570201046 73285.153906250009 494.29806059590533 1271.7514943323831 -64971.437906250001 91117.304166666669 7512.4675576392001 -35191.272473835495 -32032.645830305235 -24419.585841721757 20051.327038160423 38750.841940104168 21572.418486752718 -54700.247460937506 93620.965282012199 -69582.105774456519 -7199.7710163445099 7696.862052483928 -30028.297587857181 1225.8900393658375 -781.49155947576662 8764.5939997116275 -51836.228125000001 96813.171925951086 -265.89966207837301 490.06301513671883 41018.372933941246
leaf_weight=3782924 505708 146 1882 184 20 2415 261 25 24 1909 53 86 104 118 90 23 32 41 46 1744 542 146 166 17557 1629 20 23 63 20 163
leaf_count=3782924 505708 146 1882 184 20 2415 261 25 24 1909 53 86 104 118 90 23 32 41 46 1744 542 146 166 17557 1629 20 23 63 20 163
internal_value=0 -104.977 1000.88 4593.62 2895.55 4853.52 17399.5 -176.457 26988 10301 -16.1719 -12784.9 -20626.2 9736.87 22843 38997 4104.32 55923.9 -38269.4 -163.954 -5250.34 -8963.24 -10124.2 -885.053 4341.85 -12571.1 37858.6 20372.6 49923.1 47917.7
internal_weight=0 535240 27100 5979 5279 4693 700 2440 439 2253 21121 586 402 2233 324 174 150 131 150 508140 2432 1890 252 17610 3511 43 293 107 44 186
internal_count=4318164 535240 27100 5979 5279 4693 700 2440 439 2253 21121 586 402 2233 324 174 150 131 150 508140 2432 1890 252 17610 3511 43 293 107 44 186
is_linear=0
shrinkage=0.1


Tree=2918
num_leaves=31
num_cat=0
split_feature=1 5 1 1 0 2 3 5 2 5 5 3 0 5 3 2 5 0 5 5 3 5 5 3 3 5 3 5 5 3
split_gain=6.73595e+11 3.31221e+12 5.10172e+12 4.79961e+12 9.29552e+12 1.11664e+13 1.07372e+13 8.27525e+12 3.9274e+13 1.97567e+13 7.48e+12 7.29169e+12 1.0128e+13 7.12635e+12 2.67592e+13 7.12405e+12 6.73355e+12 1.76024e+13 1.32982e+13 2.27775e+13 1.34045e+13 8.68025e+12 1.73317e+13 1.043e+13 8.40941e+12 7.3272e+12 6.92908e+12 1.44221e+13 9.54234e+12 8.62722e+12
threshold=91.398302750000013 46.010000000000012 91.910414550000013 104.38035940000002 52.485928400000006 8.5000000000000018 18.500000000000004 161.85000000000002 2.5000000000000004 142.05000000000004 47.415000000000006 1.5000000000000002 51.83362145000001 103.45000000000002 10.500000000000002 11.500000000000002 74.610000000000014 51.717367500000009 93.00500000000001 91.050000000000011 4.5000000000000009 64.805000000000021 62.385000000000012 4.5000000000000009 17.500000000000004 63.805000000000007 4.5000000000000009 101.05000000000001 99.555000000000021 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 10 9 -9 11 -7 12 -3 15 -15 -12 21 -18 19 20 -19 22 -13 -24 -22 -25 -20 28 -28 -29
right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 13 16 -14 14 -16 -17 17 18 26 -21 24 -23 23 25 -26 -27 27 29 -30 -31
leaf_value=-7.2828906779257316 2491.1451241113755 11860.364193830821 -613.33588367792595 -463.6126998598092 775.86910151304346 62919.889738175683 -51785.677839799362 82464.97754882813 -87793.585119047624 89196.351186342596 3373.8846878004806 1641.5352710764419 -69732.599822998047 137627.48867631392 916.50472560975618 25534.922151009363 102047.76049107144 54709.106575055805 -41000.161582031258 105139.37583512932 10768.270578097166 -7969.0243450372873 -23664.270526123048 53676.537115078281 -52652.599644886366 16527.125876828457 -7064.6876087143846 -4537.5200167410721 -67345.445476973691 44120.693742290299
leaf_weight=4176165 5833 29 57227 26100 48065 37 22 20 42 27 325 2070 32 22 41 262 21 70 50 29 421 715 32 122 22 94 85 70 38 76
leaf_count=4176165 5833 29 57227 26100 48065 37 22 20 42 27 325 2070 32 22 41 262 21 70 50 29 421 715 32 122 22 94 85 70 38 76
internal_value=0 214.188 -326.174 645.854 1193.88 5402.43 16982.8 3382.64 -32871.5 3944.15 19185 3365.23 -30942.5 16695.5 48656.8 13265.2 3899.78 11590.3 9384.06 18918.4 14044.3 1663.36 4634.52 29616.3 7618.7 37509.7 -6815.32 -461.26 -25688 20791.4
internal_weight=0 141999 63060 78939 52839 4774 709 4065 62 4003 687 3976 61 650 63 587 3915 882 861 542 513 3033 2318 248 443 216 319 269 123 146
internal_count=4318164 141999 63060 78939 52839 4774 709 4065 62 4003 687 3976 61 650 63 587 3915 882 861 542 513 3033 2318 248 443 216 319 269 123 146
is_linear=0
shrinkage=0.1


Tree=2919
num_leaves=31
num_cat=0
split_feature=1 3 0 3 0 0 4 5 5 3 2 0 0 3 5 0 0 5 4 5 5 3 4 5 0 5 0 5 5 5
split_gain=7.48928e+11 3.85618e+12 7.87433e+12 4.79883e+12 1.18565e+13 1.69141e+13 9.75532e+12 8.49521e+12 8.3773e+12 8.45579e+12 8.20218e+12 7.09867e+12 3.44465e+13 1.21856e+13 9.35426e+12 9.20815e+12 1.46657e+13 1.2225e+13 1.31071e+13 1.96852e+13 3.93006e+13 4.01569e+13 3.40182e+13 2.45623e+13 2.14546e+13 2.07886e+13 1.96678e+13 1.72135e+13 1.58532e+13 1.55617e+13
threshold=113.46563545000002 2.5000000000000004 63.563300600000012 3.5000000000000004 50.565831500000009 48.713222300000005 3.5000000000000004 45.985000000000007 142.05000000000004 9.5000000000000018 5.5000000000000009 51.83362145000001 51.636650050000007 4.5000000000000009 44.905000000000008 50.565831500000009 51.369916400000001 34.010000000000012 1.5000000000000002 52.020000000000003 50.005000000000003 6.5000000000000009 2.5000000000000004 45.305000000000007 48.713222300000005 57.005000000000003 48.713222300000005 53.705000000000005 49.505000000000003 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -7 11 10 -10 12 13 14 -5 17 -17 -15 27 20 21 23 -21 -20 -23 -24 -22 -19 -25 -27
right_child=1 2 -4 8 6 7 -8 -9 9 -11 -12 -13 -14 15 -16 16 -18 18 19 22 26 24 25 28 -26 29 -28 -29 -30 -31
leaf_value=-3.3954428985659648 -3560.4548032738453 -9227.3909667968746 -45893.81807996962 63310.167524509809 -430.18651543898818 36464.659367028064 60149.176660156256 100969.86029017858 -16394.939685546877 30568.300225360577 -70462.855669070515 1678.4860453632116 -50687.157210286459 -13967.289246009153 3854.7918674538359 -27175.651363383862 30718.079806753307 14875.601758087567 -8909.0406998042254 20118.509733852854 15581.950628396738 12305.938524533993 45350.91071134869 56123.056216430668 -61190.377210684041 -18076.580930305128 -55703.901794633712 -69356.507195312501 2263.5266189759036 3128.3389223579325
leaf_weight=4289649 2151 52 36 51 525 49 28 35 100 26 39 20254 144 601 55 276 52 821 211 793 46 57 76 160 131 755 244 25 83 639
leaf_count=4289649 2151 52 36 51 525 49 28 35 100 26 39 20254 144 601 55 276 52 821 211 793 46 57 76 160 131 755 244 25 83 639
internal_value=0 510.793 842.96 906.866 9142.55 35594.8 2637.12 63341.8 685.548 -21774.4 -31565.1 831.025 -2457.19 -1088.96 32460.7 -1804.51 -17997.4 -660.335 1318.75 -1611.86 -13843.1 -41.6617 3425.47 16052.3 -38906.9 -5579.69 -44396.5 12386.5 37726.6 -8356.39
internal_weight=0 28515 26364 26328 689 136 553 84 25639 165 139 25474 5220 5076 106 4970 328 4642 4041 3195 932 642 2263 454 188 1470 290 846 243 1394
internal_count=4318164 28515 26364 26328 689 136 553 84 25639 165 139 25474 5220 5076 106 4970 328 4642 4041 3195 932 642 2263 454 188 1470 290 846 243 1394
is_linear=0
shrinkage=0.1


Tree=2920
num_leaves=31
num_cat=0
split_feature=3 6 1 5 1 1 1 0 0 0 5 0 5 2 5 5 4 3 0 5 5 0 5 0 0 5 1 0 1 0
split_gain=6.67857e+11 4.79383e+12 6.93108e+12 2.75228e+13 7.77323e+12 4.75858e+12 7.53428e+12 2.10464e+13 6.91852e+13 1.09884e+14 6.97428e+13 3.11596e+13 2.8541e+13 2.47376e+13 2.23579e+13 9.52947e+12 7.23608e+12 6.73712e+12 8.66609e+12 6.55756e+12 8.16733e+12 7.85862e+12 1.16365e+13 9.82664e+12 6.29882e+12 1.84593e+13 3.57683e+13 1.51768e+13 1.69438e+13 1.47736e+13
threshold=2.5000000000000004 1.5000000000000002 34.359746700000009 71.00500000000001 30.578016350000002 37.487839250000007 37.66934650000001 55.924336300000007 55.68356880000001 55.751981950000008 37.305000000000007 55.601678500000013 72.705000000000013 1.5000000000000002 82.00500000000001 73.995000000000019 1.5000000000000002 1.5000000000000002 55.946414150000003 75.750000000000014 69.015000000000015 55.755036050000008 109.05000000000001 54.920670650000005 55.645049100000001 72.705000000000013 37.342273500000012 55.628356700000005 37.098288800000006 55.91302515000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 24 7 8 11 -10 -11 14 17 -12 15 -7 19 -9 -19 20 -8 23 -23 -21 27 29 -27 -3 -29 -26
right_child=-2 5 -4 -5 -6 6 16 12 9 10 13 -13 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=68942.023401460188 -6.448409207661463 4713.8780173706318 6864.2560743418017 -102073.04743303572 -17099.087220982143 -7636.487298693728 -1487.7219395415343 -38435.949837239583 -274090.74806249997 108903.74127604168 -143190.3489720395 88437.586236213247 98539.98342141544 -23857.140332031253 -84204.523807565798 58078.204517663049 536.27132076513601 53389.596226671012 1179.8886304069968 17948.242982868975 -46711.039716796877 92935.702269665955 1708.554560908565 -58623.844289434528 -18785.958351287511 12004.394705652101 136733.51484375002 11409.68775390625 128526.88433779763 -18.638755300396443
leaf_weight=21 4205107 3755 1617 28 21 544 24635 36 25 24 38 34 34 32 38 23 75907 36 272 83 40 29 27 21 461 547 24 30 21 4654
leaf_count=21 4205107 3755 1617 28 21 544 24635 36 25 24 38 34 34 32 38 23 75907 36 272 83 40 29 27 21 461 547 24 30 21 4654
internal_value=0 239.846 5530.62 -25276.3 25921.5 159.703 -39.8204 -8138.17 -17750.1 -87758.3 -38201.8 -4712.59 11136.6 -88638 -9947.47 -4970.81 51.4993 2497.85 7282.32 -1430.18 -1561.03 18749.2 48951.2 2486.57 2301.19 193.622 17246.9 5449.81 59634.4 -1710.08
internal_weight=0 113057 1687 70 42 111370 101878 1136 758 119 94 639 378 70 605 567 100742 344 308 24835 24675 160 56 104 9492 5686 571 3806 51 5115
internal_count=4318164 113057 1687 70 42 111370 101878 1136 758 119 94 639 378 70 605 567 100742 344 308 24835 24675 160 56 104 9492 5686 571 3806 51 5115
is_linear=0
shrinkage=0.1


Tree=2921
num_leaves=31
num_cat=0
split_feature=5 1 1 5 1 5 1 3 0 0 0 3 5 5 3 1 2 1 1 1 1 1 0 4 0 3 1 1 0 2
split_gain=6.94358e+11 1.11036e+13 2.89735e+13 2.13431e+13 3.16429e+13 6.80969e+13 3.8221e+13 5.18189e+13 3.99517e+13 7.312e+13 4.81236e+13 6.4815e+13 8.44921e+13 6.59041e+13 1.26151e+14 2.16915e+14 4.05761e+14 4.85552e+13 7.62479e+13 4.64038e+13 4.09902e+13 4.16433e+13 1.03882e+14 5.19719e+13 4.54775e+13 6.39599e+13 3.45673e+13 3.4067e+13 3.374e+13 6.94891e+13
threshold=41.505000000000003 37.971176850000006 37.998366300000008 37.995000000000012 37.457850350000008 38.610000000000007 37.832345550000007 25.500000000000004 55.56564190000001 55.719391050000006 55.664473600000008 24.500000000000004 40.005000000000003 39.995000000000012 14.500000000000002 37.559851850000008 7.5000000000000009 37.692869000000009 37.597123000000003 37.66934650000001 37.752451500000006 37.582182450000005 55.751981950000008 1.0000000180025095e-35 55.727011600000004 7.5000000000000009 37.66934650000001 37.362912300000012 55.755036050000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 27 -6 7 8 -7 10 19 12 13 -12 15 16 -15 18 -17 -10 21 28 24 -24 -23 -26 -9 -5 29 -11
right_child=-2 2 -4 4 5 6 -8 26 9 20 11 -13 -14 14 -16 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=83.860414417586369 -29.365024696587167 6975.8195920589824 181.6561738900613 -871.40907596313309 -9076.780095828708 1429.8466311051859 4759.8901054648195 23038.868729483067 -18140.157095420098 -151947.20058593751 -17558.054424578826 -59590.991720025595 11836.665146760328 -1497.6065696022729 3136.6998006681115 22397.408404356062 -602209.6536005435 -9976.1959672407684 -155570.5461348973 2518.6335490752799 -15821.081731344068 4738.2291998830788 129011.22661132814 1221.415999898097 208415.28055695567 57318.78700702051 -998.11337473105732 6077.1909255969495 -4671.6705052125917 -19555.539130297937
leaf_weight=286972 2810827 6313 1090681 61090 14814 9276 8623 1231 2348 46 935 467 637 22 164 33 23 88 89 2025 1823 147 32 5838 31 291 1164 7977 3870 287
leaf_count=286972 2810827 6313 1090681 61090 14814 9276 8623 1231 2348 46 935 467 637 22 164 33 23 88 89 2025 1823 147 32 5838 31 291 1164 7977 3870 287
internal_value=0 54.7588 220.755 -389.009 -1488.95 -3295.08 -1126.18 -2770.51 -3958.85 -6562.81 -14866.4 -26061.7 -18197.3 -32327 -65283.8 -109288 -308528 -66593.2 -107432 -8573.72 -1975.5 418.779 5536.54 1918.06 50825.5 71865.3 11356.6 -68.8698 -7299.88 -37843.9
internal_weight=0 1.50734e+06 1.09699e+06 410343 123371 54304 39490 30867 28472 19196 6831 2458 1991 1354 419 255 45 210 122 4373 12365 10542 6339 5870 469 322 2395 69067 4203 333
internal_count=4318164 1507337 1096994 410343 123371 54304 39490 30867 28472 19196 6831 2458 1991 1354 419 255 45 210 122 4373 12365 10542 6339 5870 469 322 2395 69067 4203 333
is_linear=0
shrinkage=0.1


Tree=2922
num_leaves=31
num_cat=0
split_feature=3 1 5 1 1 3 0 0 1 1 1 5 1 5 1 0 3 5 2 2 3 5 6 6 5 3 3 4 0 4
split_gain=7.69367e+11 5.20813e+12 5.60343e+12 4.12666e+12 1.0249e+13 1.46385e+13 1.11306e+13 1.07448e+13 1.3947e+13 1.06447e+13 1.71681e+13 9.06306e+12 1.80352e+13 8.47707e+12 1.23367e+13 1.71257e+13 8.37262e+12 1.16503e+13 7.92719e+12 7.73179e+12 7.58281e+12 1.46629e+13 1.35906e+13 1.20277e+13 8.89439e+12 7.49567e+12 7.04809e+12 6.95129e+12 6.12995e+12 5.75534e+12
threshold=28.500000000000004 82.945329900000004 43.405000000000008 37.39371280000001 37.362912300000012 31.500000000000004 55.795550600000006 55.820531900000013 37.275078000000001 30.578016350000002 37.098288800000006 59.810000000000009 37.342273500000012 23.035000000000004 37.275078000000001 55.68356880000001 35.500000000000007 98.020000000000024 15.500000000000002 23.500000000000004 31.500000000000004 38.210000000000008 1.5000000000000002 1.5000000000000002 59.810000000000009 32.500000000000007 33.500000000000007 1.5000000000000002 55.842510000000011 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 13 18 8 25 16 -11 28 -13 -2 -15 -16 17 -9 -6 -20 21 -8 24 -22 -23 -7 29 -18 -12 -10
right_child=1 2 -4 -5 6 7 20 9 26 10 11 12 -14 14 15 -17 27 -19 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.8087758813652521 -50993.726264880956 -2278.9064753605771 62763.46493055555 -143.41068014960933 51001.084191894537 87677.358147321444 9777.6934311224504 -6788.1379182580395 -8150.0361071048574 66747.408167613641 8306.9505935308498 74838.164156250001 639.32964419716291 1831.1770840841627 -45961.726070601857 37903.567113962483 -2534.6663911132814 -75201.532451923078 -59242.613496093756 15233.701933752973 22432.889201626713 -58172.547181740789 -10539.666835937502 -26502.768042750391 -128935.77574728262 3186.3142857142861 -39190.190624491377 52649.819066220247 -25483.697834269205 -28197.435277004588
leaf_weight=4283289 21 26 27 31180 36 21 49 584 1005 55 127 50 95 378 27 248 50 26 20 46 73 78 50 161 23 21 96 42 93 167
leaf_count=4283289 21 26 27 31180 36 21 49 584 1005 55 127 50 95 378 27 248 50 26 20 46 73 78 50 161 23 21 96 42 93 167
internal_value=0 -467.788 30855.9 -515.463 -3700.69 -1496.99 -16470.6 -5111.05 -11262.5 2071.12 14663.7 6815.46 26225.1 11543.7 13554.8 29669.5 -5462.9 -9704.12 13254.3 -7334.88 -23456.7 -37754.3 -53178.6 -11236.5 -74286.9 45431.8 -13140.4 22658.3 -5977.28 -11006.6
internal_weight=0 34875 53 34822 3642 3106 536 2432 1310 1122 420 365 145 674 653 275 702 610 102 66 434 200 151 234 101 42 1268 92 220 1172
internal_count=4318164 34875 53 34822 3642 3106 536 2432 1310 1122 420 365 145 674 653 275 702 610 102 66 434 200 151 234 101 42 1268 92 220 1172
is_linear=0
shrinkage=0.1


Tree=2923
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 5 2 0 3 3 1 0 3 1 0 0 0 0 1 1 5 1 2 5 2 4 1 0 0 0
split_gain=7.05689e+11 1.56216e+13 6.85099e+13 8.61047e+13 6.18027e+13 7.51904e+13 6.78701e+13 4.99566e+13 5.41007e+13 4.99017e+13 5.02329e+13 6.922e+13 3.1617e+13 2.92867e+13 7.23494e+13 5.0416e+13 3.23166e+13 2.98423e+13 2.77502e+13 2.68378e+13 2.51317e+13 2.36123e+13 2.35749e+13 4.28419e+13 5.27437e+13 2.35422e+13 2.14733e+13 5.73423e+13 2.27907e+14 1.43478e+14
threshold=82.91993380000001 55.055104550000003 82.957885500000017 46.010000000000012 7.5000000000000009 120.05000000000001 3.5000000000000004 55.120365700000008 4.5000000000000009 17.500000000000004 82.933113850000026 55.07108800000001 19.500000000000004 82.933113850000026 55.061033200000004 55.078308950000007 55.099723300000008 55.061033200000004 82.940215400000014 82.95335685000002 65.905000000000015 82.945329900000004 12.500000000000002 86.810000000000016 6.5000000000000009 2.5000000000000004 82.95335685000002 55.025681450000008 55.013931500000005 55.014170500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 -3 5 6 7 8 19 13 12 22 -11 17 -15 20 -17 25 -10 -5 -16 -8 23 -12 -25 -6 27 28 -2 -30
right_child=1 2 -4 4 9 -7 21 -9 18 10 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=21.070487776477549 -1330.2548766528207 322.64951977999425 45.301042241108995 -21866.9367886767 26130.456195940293 196386.69906250003 7886.5751312036318 -22907.367493888403 8506.6378453763809 19986.166262170955 36124.697923962827 -2525.4961232503256 -22133.184104258919 -43028.96264663621 -309.04721217105265 -50981.794294727639 -15565.475857116871 -14495.856569140838 46595.14710405661 26121.917742316276 73432.681809895832 -25715.962901038583 16394.404211133748 47900.046082899309 225846.94516129035 -8654.2430602151253 -27.030671396048049 -723.42169012729528 95219.937181454618 18319.488124420295
leaf_weight=3395675 13394 15121 130368 324 364 20 278 302 266 203 174 1956 1460 1206 95 274 4316 2874 681 182 90 844 209 36 31 418 711398 28835 252 6518
leaf_count=3395675 13394 15121 130368 324 364 20 278 302 266 203 174 1956 1460 1206 95 274 4316 2874 681 182 90 844 209 36 31 418 711398 28835 252 6518
internal_value=0 -77.5603 -968.854 -5136.47 -10108.3 3162.33 1819.09 14099.9 21791.7 -12913.3 -3627.27 5610.11 -16991.7 -16834.1 -21144.1 -15616.8 -17679.7 -9783.12 35896.6 -4606.12 35565.3 -17390.2 40972.9 62287.8 130234 7537.1 112.435 2137.28 6228.15 21182
internal_weight=0 922489 162092 31724 16603 2897 2877 1755 1453 13706 4069 2406 1663 9637 5981 4775 4590 3656 947 506 185 1122 450 241 67 782 760397 48999 20164 6770
internal_count=4318164 922489 162092 31724 16603 2897 2877 1755 1453 13706 4069 2406 1663 9637 5981 4775 4590 3656 947 506 185 1122 450 241 67 782 760397 48999 20164 6770
is_linear=0
shrinkage=0.1


Tree=2924
num_leaves=31
num_cat=0
split_feature=5 2 3 0 0 5 5 0 3 0 0 5 5 6 4 5 4 5 5 5 2 1 5 0 5 4 0 1 3 1
split_gain=7.62339e+11 3.46409e+12 8.22927e+12 1.55898e+13 1.47001e+13 1.40478e+13 2.14747e+13 1.92425e+13 1.26996e+13 1.74795e+13 2.04961e+13 1.5977e+13 1.27116e+13 1.52764e+13 7.98317e+12 6.78815e+12 8.20871e+12 7.20408e+12 1.21817e+13 7.07712e+12 6.69179e+12 1.80039e+13 1.11327e+13 1.5326e+13 2.80146e+13 1.89308e+13 1.53729e+13 1.29968e+13 1.11384e+13 9.74384e+12
threshold=100.05000000000001 20.500000000000004 22.500000000000004 54.725565150000001 45.022371150000005 225.45000000000002 114.05000000000001 45.047272400000004 23.500000000000004 55.043101600000007 45.059881250000011 132.05000000000004 109.05000000000001 1.5000000000000002 1.0000000180025095e-35 112.04500000000002 3.5000000000000004 128.92000000000004 142.05000000000004 123.15000000000002 19.500000000000004 82.968597500000016 132.05000000000004 55.030402950000003 110.05000000000001 2.5000000000000004 60.035045000000004 39.007683500000006 23.500000000000004 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 4 -3 6 -6 -8 9 10 -4 12 -11 -14 -10 16 -5 19 -19 -17 -2 22 23 24 27 -25 -27 -22 -29 -24
right_child=1 2 8 15 5 -7 7 -9 14 11 -12 -13 13 -15 -16 17 -18 18 -20 -21 21 -23 29 25 -26 26 -28 28 -30 -31
leaf_value=7.0675553641101914 -281.27200726296496 -27808.983682528415 -40110.075851101348 -3628.1888685438371 -75.365029761904765 849.9576099537037 171833.41208333336 48704.403870738635 -19358.624832031252 -18549.652512826491 57667.92750589623 14541.656396484375 -45487.061171875001 -134198.03946289062 4306.4802471598332 -11864.639782714845 48226.533549528307 58279.126258680553 -32292.303480113638 -85542.787571022738 -44463.877972560978 79956.465092329541 -8154.3960163288284 62949.95372767857 -78225.017742187498 -8458.3426669632336 -86612.160300925927 -14468.843035662618 77233.432632211538 39699.279608242759
leaf_weight=4199349 114316 22 36 72 21 27 30 22 150 67 53 49 55 30 2869 32 53 27 33 22 41 22 111 35 100 371 27 27 26 69
leaf_count=4199349 114316 22 36 72 21 27 30 22 150 67 53 49 55 30 2869 32 53 27 33 22 41 22 111 35 100 371 27 27 26 69
internal_value=0 -249.793 2774.67 17111.1 46197.3 62478.7 85272.8 119740 1210.61 -18777.9 18117.3 -35114.5 -51122.1 -76796.8 3130.67 2263.84 18358.2 -15383.5 8464.84 -41881.7 -346.191 -9298.29 -11731.5 -18024.6 -41382 -7559.64 -13760.2 -2187.32 30517.2 10189.5
internal_weight=0 118815 3670 361 122 100 73 52 3309 290 89 201 152 85 3019 239 125 114 60 54 115145 829 807 627 194 433 398 94 53 180
internal_count=4318164 118815 3670 361 122 100 73 52 3309 290 89 201 152 85 3019 239 125 114 60 54 115145 829 807 627 194 433 398 94 53 180
is_linear=0
shrinkage=0.1


Tree=2925
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 5 0 0 1 1 0 3 5 5 1 0 0 0 5 0 1 1 0 0 5 1 0 0 0 1
split_gain=6.95462e+11 6.2416e+12 3.16667e+13 3.63507e+13 6.13807e+13 5.64026e+13 3.49215e+13 2.6627e+13 6.54549e+13 2.30661e+13 2.2902e+13 2.9982e+13 2.38988e+13 5.085e+13 2.04495e+13 6.89461e+13 2.65077e+13 2.0891e+13 1.98573e+13 2.22205e+13 1.3554e+13 1.89649e+13 3.94677e+13 4.63103e+13 3.37083e+13 2.67457e+13 2.61648e+13 3.78889e+13 3.58753e+13 3.29452e+13
threshold=4.5000000000000009 82.784560750000011 82.957885500000017 123.15000000000002 118.33500000000002 225.45000000000002 54.940316550000006 54.811549550000009 82.902675200000019 82.963712850000022 55.012873400000011 3.5000000000000004 77.00500000000001 104.75000000000001 82.940215400000014 55.043101600000007 55.020029900000004 55.030402950000003 142.05000000000004 55.061033200000004 65.520339550000017 65.659480050000013 57.117834900000013 57.057093650000006 37.75500000000001 65.58467570000002 55.099723300000008 54.864040150000001 55.299834250000011 78.608766650000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 6 18 7 -3 -9 -4 11 -8 -13 -14 16 17 -12 -16 19 -5 -1 22 23 -22 -25 -26 27 -23 -28 -29
right_child=-2 2 9 5 -6 -7 10 8 -10 -11 14 12 13 -15 15 -17 -18 -19 -20 -21 21 26 -24 24 25 -27 28 29 -30 -31
leaf_value=-70.210454790148262 12.327290710707507 -37696.013889802634 18959.034913874933 55975.954687500001 -148991.71854166666 -95671.016661005444 -7223.5161721488785 7833.6682713974124 92079.297849702387 -120.99731278616963 82239.586143092107 -21050.4100859055 -101592.42916232639 74688.654453125011 -646.37311954941867 -4197.201488247093 -1572.0432270132019 -77686.779001641029 35891.193421052631 186714.95420673079 -91824.062343750003 -1326.8486214681107 5302.3585714448454 -24655.806401909722 52974.47119077621 167079.29549893469 -31577.619872121712 -43047.672304233289 -996.83029016094918 20402.304652111176
leaf_weight=306873 3945856 95 643 26 30 23 3013 758 105 43345 38 1337 90 20 43 1090 5445 194 57 26 25 2816 1586 54 310 22 475 86 1994 1689
leaf_count=306873 3945856 95 643 26 30 23 3013 758 105 43345 38 1337 90 20 43 1090 5445 194 57 26 25 2816 1586 54 310 22 475 86 1994 1689
internal_value=0 -130.649 -1099.9 -5565.48 -6127.56 46631.3 -5777.06 12552.3 18083.7 157.907 -7335.14 -12905.5 -24736.7 -69541.3 -3687.03 -14825.9 -991.186 -63709 76658.4 121345 42.3151 3854.95 12458.9 40075 48617.7 60535.6 1421.24 5885.64 -6880.13 17328.1
internal_weight=0 372308 56378 12390 12258 132 12228 958 863 43988 11270 4460 1447 110 6810 1327 5483 237 109 52 315930 9057 1997 411 386 332 7060 4591 2469 1775
internal_count=4318164 372308 56378 12390 12258 132 12228 958 863 43988 11270 4460 1447 110 6810 1327 5483 237 109 52 315930 9057 1997 411 386 332 7060 4591 2469 1775
is_linear=0
shrinkage=0.1


Tree=2926
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 0 1 5 2 0 5 3 3 4 5 4 5 0 3 3 5 1 2 5 0 5 1 1 2 2
split_gain=6.9476e+11 3.49661e+12 9.47653e+12 6.85624e+12 6.06982e+12 5.34721e+12 7.04055e+12 5.22764e+12 5.53969e+12 1.11227e+13 8.75084e+12 6.51922e+12 5.53645e+12 5.0703e+12 4.83395e+12 9.10827e+12 1.6617e+13 2.04217e+13 1.48313e+13 2.00704e+13 1.92404e+13 1.57382e+13 1.38516e+13 2.31225e+13 1.95416e+13 1.9499e+13 1.36833e+13 1.36428e+13 1.3291e+13 3.37291e+13
threshold=83.000022850000008 52.056565900000003 103.85249100000001 4.5000000000000009 2.5000000000000004 51.67657710000001 93.043229050000022 36.005000000000003 5.5000000000000009 51.67657710000001 90.015000000000015 7.5000000000000009 7.5000000000000009 1.0000000180025095e-35 59.005000000000003 2.5000000000000004 64.405000000000015 55.012873400000011 9.5000000000000018 15.500000000000002 60.005000000000003 93.043229050000022 1.5000000000000002 63.455000000000005 55.017766000000002 59.245000000000012 83.00362155000002 83.001620750000015 4.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 12 9 -9 -11 -10 -5 -6 -3 16 17 18 20 -20 21 -16 23 -19 -25 -24 -17 -18 -23 -30
right_child=1 14 4 7 13 -7 -8 8 11 10 -12 -13 -14 -15 15 26 27 22 19 -21 -22 28 25 24 -26 -27 -28 -29 29 -31
leaf_value=15.087881568981334 -2551.6373545545212 34.047612255008602 -5361.3456919791315 -4942.9599885234684 15952.637827877546 3969.9988193475074 -50651.125173611115 -53824.037760416664 -49192.234250000009 18209.05980771473 82092.494353693182 6602.5292752997821 41910.802835518974 736.3765772190244 -8565.7339396360294 -2448.5311587888696 -40197.616471354173 -6499.772724543619 10964.785508069421 -1687.6035772936757 4457.6069103540349 -23396.953661644347 3036.8866497854906 7081.5201662839172 -4981.7281129842377 -5311.0194472221337 460.96009072529864 -4509.2524981548968 -163109.59580439818 -3531.9725323016828
leaf_weight=3782924 94 356661 1668 254 221 517 45 21 25 846 22 129 28 24036 606 20104 108 2896 3649 1910 1185 105 3510 5403 1787 13795 82485 13077 27 26
leaf_count=3782924 94 356661 1668 254 221 517 45 21 25 846 22 129 28 24036 606 20104 108 2896 3649 1910 1185 105 3510 5403 1787 13795 82485 13077 27 26
internal_value=0 -106.637 983.165 7649.59 473.765 -711.38 -18123.4 11789.1 15055.1 18088.4 19828.2 -2455.06 -290.813 875.008 -166.582 -641.495 -1777.16 -634.521 3985.9 6617.59 -3520.29 -15894.4 -1901 1044.59 4083.32 -3617.8 -109.203 -4801.58 -44003 -84826.2
internal_weight=0 535240 27906 1981 25925 656 139 1325 1043 889 868 154 282 24257 507334 150673 48084 34899 7508 5559 1949 764 27391 10086 7190 17305 102589 13185 158 53
internal_count=4318164 535240 27906 1981 25925 656 139 1325 1043 889 868 154 282 24257 507334 150673 48084 34899 7508 5559 1949 764 27391 10086 7190 17305 102589 13185 158 53
is_linear=0
shrinkage=0.1


Tree=2927
num_leaves=31
num_cat=0
split_feature=5 3 1 2 3 4 0 1 1 1 4 5 2 1 1 1 5 0 1 1 1 1 5 0 1 5 4 0 1 0
split_gain=6.73034e+11 4.82853e+12 1.2116e+13 1.25252e+13 2.15494e+13 1.99383e+13 3.25875e+13 2.011e+13 4.54638e+13 3.33577e+13 3.25407e+13 3.34696e+13 1.76332e+13 1.71327e+13 1.49123e+13 3.03398e+13 3.02379e+13 1.482e+13 1.46512e+13 2.03335e+13 1.42566e+13 1.24272e+13 1.23033e+13 1.22895e+13 2.64035e+13 1.42712e+13 1.20195e+13 1.13826e+13 1.10348e+13 1.35668e+13
threshold=142.05000000000004 3.5000000000000004 113.46563545000002 2.5000000000000004 2.5000000000000004 4.5000000000000009 59.932719750000011 49.073956850000009 50.227799100000006 38.058342000000003 3.5000000000000004 150.04500000000004 1.5000000000000002 92.815157350000007 36.761894450000007 38.959914000000005 177.02500000000003 56.009576300000013 30.102666750000001 30.502469200000004 39.753614400000011 83.006817700000013 161.85000000000002 46.672631750000008 40.247294600000011 225.45000000000002 4.5000000000000009 60.693675950000006 65.551978750000004 56.301440000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 7 14 9 -9 12 11 -11 -6 27 -7 16 -16 -14 -5 -20 -17 -10 -22 25 -25 -13 -21 -2 29 -24
right_child=1 -3 -4 18 5 6 -8 8 21 10 -12 23 17 -15 15 20 -18 -19 19 26 22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=2.7407167870786124 -3674.798091261458 -64.668443022838474 56844.928515625004 -65069.923187500011 68874.404241071432 81678.50210336539 -122713.44489257813 110474.50403180806 -8282.5419970703133 -104107.58315972223 -117948.60873621324 75298.322433035719 -59578.8037109375 85710.8974779212 26055.729837740386 102720.79330357144 -114665.08580553212 44615.956699218754 109618.88277529762 23861.301578776041 -42135.353125000001 -76548.181956176762 86785.276090116284 -116343.15325520834 39230.781406250004 -26596.271006944444 -12365.799977274961 70898.486207217255 -22555.681741898152 -7065.0006510416679
leaf_weight=4297453 808 18676 31 25 28 26 20 28 80 54 85 28 43 23 26 21 37 20 21 216 30 40 43 24 20 27 159 21 27 24
leaf_count=4297453 808 18676 31 25 28 26 20 28 80 54 85 28 43 23 26 21 37 20 21 216 30 40 43 24 20 27 159 21 27 24
internal_value=0 -568.688 -5194.27 -6153.96 -10231 -22827.1 -194.912 -34878.7 -4265.17 -48650.1 -68339.5 -40778.9 2845.21 576.27 10276.8 1351.54 -56589.8 -26501.1 9176.07 13863.3 26526.1 -31037.8 13622.1 -6236.02 -45627.7 25277.3 8501.01 -1785.73 31417.1 53167.3
internal_weight=0 20711 2035 2004 1583 731 254 477 148 329 238 153 91 852 234 208 63 63 421 396 145 120 124 99 44 55 375 829 94 67
internal_count=4318164 20711 2035 2004 1583 731 254 477 148 329 238 153 91 852 234 208 63 63 421 396 145 120 124 99 44 55 375 829 94 67
is_linear=0
shrinkage=0.1


Tree=2928
num_leaves=31
num_cat=0
split_feature=5 5 0 6 1 1 1 3 3 0 0 0 1 1 0 3 0 2 1 1 0 1 1 1 0 1 1 1 0 6
split_gain=6.66048e+11 8.13739e+12 3.71556e+13 2.12847e+13 1.76357e+13 2.4865e+13 1.33025e+13 9.17899e+12 1.24886e+13 9.0902e+12 8.82123e+12 2.54867e+13 2.81431e+13 1.94577e+13 1.73849e+13 1.6605e+13 2.06845e+13 1.11095e+13 1.09896e+13 1.07597e+13 2.25172e+13 1.03872e+13 2.18525e+13 1.70435e+13 8.54093e+12 8.27287e+12 7.40902e+12 1.29211e+13 1.45654e+13 1.05042e+13
threshold=31.010000000000002 31.990000000000006 43.642715500000008 1.5000000000000002 39.969502550000009 39.925119750000007 39.718803500000007 12.500000000000002 9.5000000000000018 60.017447350000005 55.860536450000005 55.601678500000013 37.832345550000007 37.642309100000013 55.674875350000008 5.5000000000000009 55.727011600000004 4.5000000000000009 36.761894450000007 37.692869000000009 55.795550600000006 37.516458750000005 37.542000650000013 37.342273500000012 55.727011600000004 37.889331900000009 37.642309100000013 37.582182450000005 55.885524800000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 4 9 5 6 -2 8 -8 -4 11 -5 13 18 -15 17 -17 -16 -13 20 -18 23 24 -20 -23 -14 27 -1 -29 -30
right_child=1 -3 3 10 -6 -7 7 -9 -10 -11 -12 12 25 14 15 16 19 -19 21 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=326.2729612854169 100391.49541015626 0.21158836020829647 -2280.6369487485413 2347.4787793499872 -422.84116740399099 157413.26644345239 24812.28548483456 -18115.764709472656 106499.59401855469 -15286.908910319013 721.4361133370943 -53209.603746448869 -36424.484142287234 110044.28382601352 79606.129236530804 -24914.171934796763 151708.21562500001 8784.056640625 7149.2543752390193 20907.379741890822 11778.995584239132 -97237.391281250006 16626.602506734915 54799.59190519309 -9562.7751171875007 6235.0025272911198 -341.84423297347303 5893.9971039024267 10396.385559004773 -20331.291950371928
leaf_weight=71310 32 3897384 6599 8733 83 21 85 32 24 585 9383 22 47 37 106 69 23 28 143 79 23 25 290 158 20 1387 313899 7003 158 376
leaf_count=71310 32 3897384 6599 8733 83 21 85 32 24 585 9383 22 47 37 106 69 23 28 143 79 23 25 290 158 20 1387 313899 7003 158 376
internal_value=0 12.4227 1710.06 1346.37 38153.2 54657.4 42184.1 28974 42798.5 -3339.75 2982.74 4878.89 13876.4 26547.6 45064.8 37734.8 19035.1 64807.5 16276 43295.1 81743.6 18679.6 6565.74 32161.7 -58270.9 4836.82 -124.162 742.454 4680.07 -11239.6
internal_weight=0 3.92542e+06 28034 27757 277 194 173 141 109 7184 20573 11190 2457 1023 365 328 194 134 658 125 46 636 335 301 45 1434 392746 78847 7537 534
internal_count=4318164 3925418 28034 27757 277 194 173 141 109 7184 20573 11190 2457 1023 365 328 194 134 658 125 46 636 335 301 45 1434 392746 78847 7537 534
is_linear=0
shrinkage=0.1


Tree=2929
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 5 0 0 0 1 2 5 0 0 5 5 5 5 0 2 0 1 5 1 3 4 1 5 5 3
split_gain=6.86193e+11 4.44526e+12 3.89604e+13 2.418e+13 1.70681e+13 1.70988e+13 1.47473e+13 1.14624e+13 2.17644e+13 1.49344e+13 2.17972e+13 9.18046e+12 7.7435e+12 1.72579e+13 1.31905e+13 2.32376e+13 1.12249e+13 1.70143e+13 1.19704e+13 1.07148e+13 1.48312e+13 1.04654e+13 8.2784e+12 2.80562e+13 9.54842e+12 8.3267e+12 7.93754e+12 7.90587e+12 1.14121e+13 7.71657e+12
threshold=28.500000000000004 55.664473600000008 55.657530000000008 59.810000000000009 37.995000000000012 39.995000000000012 55.645049100000001 55.645049100000001 55.628356700000005 37.692869000000009 19.500000000000004 39.505000000000003 55.576287050000012 55.56564190000001 77.00500000000001 65.045000000000016 45.305000000000007 58.040000000000006 55.551692500000009 15.500000000000002 47.228519500000004 37.516458750000005 68.52500000000002 37.533784800000006 32.500000000000007 1.5000000000000002 56.022377500000012 59.025000000000013 53.385000000000012 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 29 6 11 8 12 -9 -11 -6 13 16 15 27 18 19 -7 20 -18 -21 23 -19 26 -24 -25 28 -14 -2
right_child=1 -3 3 -5 5 7 -8 9 -10 10 -12 -13 14 -15 -16 -17 17 22 -20 21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=3.5970133613302795 24298.650282579791 -912.40580118005494 106009.64137931036 2549.0490504909208 -6169.3811711237986 8365.1863233817985 110230.57949218751 44234.279093750003 60986.177095794679 -76754.802953924649 11544.171642287234 54477.705322265625 3095.9616467408464 -44681.290072820215 -36210.777441406251 70154.724943636669 48262.28961864407 -61253.612704396808 48670.086691738696 47403.743721516927 -4302.1299295479912 -19820.88580128063 -57821.017289402174 -216.40416994743947 34853.778977457689 2843.3581506944411 55932.143339170259 -24208.435548943991 71791.156744384774 -17881.063293142081
leaf_weight=4283289 47 29712 58 37 52 341 24 25 64 69 47 48 99 81 40 81 59 43 94 24 595 660 23 191 288 1391 29 59 32 562
leaf_count=4283289 47 29712 58 37 52 341 24 25 64 69 47 48 99 81 40 81 59 43 94 24 595 660 23 191 288 1391 29 59 32 562
internal_value=0 -441.779 2266.58 65714.5 1077.25 3221.93 39835.9 2174.61 3117.45 -25869.8 -40978.5 22941.2 2220.7 985.037 17394.3 25306.5 1974.6 -14.0712 17074.8 -8711.8 439.92 -17462.1 5908.35 16306.1 22871.2 1856.6 7185 6186.94 19876.5 -14625.8
internal_weight=0 34875 5163 95 5068 4459 124 4335 4194 141 116 100 4130 3819 311 271 3738 3303 435 1338 654 684 1965 551 508 1414 220 190 131 609
internal_count=4318164 34875 5163 95 5068 4459 124 4335 4194 141 116 100 4130 3819 311 271 3738 3303 435 1338 654 684 1965 551 508 1414 220 190 131 609
is_linear=0
shrinkage=0.1


Tree=2930
num_leaves=31
num_cat=0
split_feature=5 0 3 4 3 0 1 5 5 0 4 0 0 2 4 1 0 0 2 4 1 0 0 1 2 5 1 1 1 2
split_gain=6.43013e+11 5.55127e+12 1.20993e+13 1.32426e+13 9.92322e+12 1.12178e+13 2.87676e+13 1.71428e+13 1.36438e+13 1.12115e+13 1.2569e+13 1.01541e+13 9.97883e+12 9.23283e+12 8.9659e+12 8.70188e+12 8.69755e+12 1.31434e+13 8.11196e+12 7.73919e+12 9.12508e+12 7.71121e+12 7.6142e+12 1.17355e+13 9.73015e+12 1.64219e+13 1.73143e+13 7.77322e+12 1.22098e+13 6.9997e+12
threshold=22.030000000000005 54.864040150000001 10.500000000000002 4.5000000000000009 5.5000000000000009 43.592450450000008 39.739656000000004 19.650000000000002 13.050000000000002 44.039893800000009 2.5000000000000004 44.580511600000001 43.642715500000008 4.5000000000000009 1.0000000180025095e-35 39.694727950000008 43.514103700000014 43.465905150000005 1.5000000000000002 1.0000000180025095e-35 40.247294600000011 43.514103700000014 43.592450450000008 39.739656000000004 2.5000000000000004 20.010000000000002 39.726951800000002 39.863684800000009 41.900971000000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 -6 11 15 -11 -7 -10 -12 21 -1 17 -4 -18 20 -17 -8 23 24 25 26 -21 -24 -29 -9
right_child=-2 -3 16 -5 5 8 14 29 12 10 13 -13 -14 -15 -16 19 18 -19 -20 22 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-26752.373395164977 5.3327580743881668 -752.72217633215837 -14806.324558423914 73549.065564903853 1223.5404761904763 51757.288 51086.791897403498 62570.256733630951 -30323.444936735737 2713.1814805488352 -9005.657257625644 12991.6736201401 2977.1434604651272 -51699.753954250533 -5769.0663142061785 -14850.922240279104 -21051.188733647534 92100.523654042117 -3512.6950739963941 -10893.128611111111 49232.946705163049 -6681.7490966796877 -18534.685868486395 348.31250924197116 395.55202872983875 122875.11842447918 89263.116681780142 81319.713408203126 -1553.6680496215822 136423.58484848484
leaf_weight=188 4237242 60990 23 26 21 75 68 21 92 8988 358 682 4111 59 174 655 291 23 2813 45 23 35 306 528 62 24 28 20 160 33
leaf_count=188 4237242 60990 23 26 21 75 68 21 92 8988 358 682 4111 59 174 655 291 23 2813 45 23 35 306 528 62 24 28 20 160 33
internal_value=0 -279.234 1169.59 2237.02 2126.37 5698.28 22948.5 77888.6 4474.07 468.379 1925.76 16832.4 2248.22 -15046.3 8073.01 -6253.87 -4517.25 38647.1 -5156.93 -4171.9 -12677 31456.7 744.08 7520.54 31337.8 51115.3 27523 -8834.99 7654.49 107703
internal_weight=0 80922 19932 16782 16756 5312 352 75 4960 11444 9405 757 4203 417 277 2039 3150 46 3104 1851 678 103 1173 687 159 97 73 486 180 54
internal_count=4318164 80922 19932 16782 16756 5312 352 75 4960 11444 9405 757 4203 417 277 2039 3150 46 3104 1851 678 103 1173 687 159 97 73 486 180 54
is_linear=0
shrinkage=0.1


Tree=2931
num_leaves=31
num_cat=0
split_feature=3 6 0 0 0 1 5 0 4 0 4 5 0 1 0 1 0 3 1 0 1 5 4 4 5 1 5 3 1 1
split_gain=6.42195e+11 5.40676e+12 2.30538e+13 8.91362e+13 4.07174e+13 3.18791e+13 6.43746e+13 4.19981e+13 4.09926e+13 5.20801e+13 3.77331e+13 3.04326e+13 4.51474e+13 5.44195e+13 4.16785e+13 9.28566e+13 6.90911e+13 6.69603e+13 1.05592e+14 6.52891e+13 4.032e+13 3.79647e+13 1.86027e+14 3.23859e+13 5.13625e+13 5.97754e+13 3.26515e+13 2.97342e+13 2.78279e+13 2.76428e+13
threshold=9.5000000000000018 1.5000000000000002 55.078308950000007 55.039751500000008 55.043101600000007 82.888608650000023 76.00500000000001 55.07108800000001 1.5000000000000002 55.061033200000004 3.5000000000000004 55.005000000000003 56.121679000000007 36.585378200000001 55.820531900000013 37.66934650000001 55.795550600000006 7.5000000000000009 37.752451500000006 55.801980100000009 37.712318250000003 82.00500000000001 2.5000000000000004 2.5000000000000004 87.395000000000024 38.996948700000011 59.510000000000012 7.5000000000000009 37.767735350000002 48.712293450000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 -5 8 7 -7 -6 10 27 -4 13 -13 16 21 -15 19 -19 -18 -17 -16 -23 26 25 -25 -20 -10 -28 -1
right_child=-2 -3 11 4 5 6 -8 -9 9 -11 -12 12 -14 14 15 20 17 18 23 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1347.6050391404879 34.808416491252117 8.3436305346441753 -12.481933854752397 159610.46979166669 9989.7106219308043 12700.435940492136 -58787.541008771936 60898.27434786284 119777.25123131795 181486.49634046052 -56421.98877314815 51819.879738721662 -924.24490694766871 -7906.5105596838666 -56393.166655823385 34158.519916015626 58079.08139166185 159865.6240036232 91879.871881658386 -11351.601317295324 -12124.0526132122 260670.10788043478 -51329.277057046806 253604.65817307692 5184.8895960489908 26767.683928571427 34248.593585445378 28816.451472656248 -28531.67924712559 -3396.4981479429175
leaf_weight=49743 2379540 1772842 54770 21 175 1382 114 208 69 38 27 153 25743 11252 687 200 162 69 44 826 3198 23 113 26 48 21 127 75 159 16309
leaf_count=49743 2379540 1772842 54770 21 175 1382 114 208 69 38 27 153 25743 11252 687 200 162 69 44 826 3198 23 113 26 48 21 127 75 159 16309
internal_value=0 -42.7252 -588.845 822.413 21060.2 19666.8 13801.1 19005.6 45695.7 75593.1 52061.2 -1574.21 -3570.34 -7552.02 -8087.78 -16699.3 -5233.27 15063.1 45123.9 32.7819 -9399.95 -46837.1 1435.32 26495.2 77944.4 152252 11684.1 72401.8 -653.726 176.231
internal_weight=0 1.93862e+06 165782 68161 2109 2088 1704 1590 384 209 171 97621 42851 17108 16955 4221 12734 1482 494 988 3398 823 136 425 95 47 330 144 286 66052
internal_count=4318164 1938624 165782 68161 2109 2088 1704 1590 384 209 171 97621 42851 17108 16955 4221 12734 1482 494 988 3398 823 136 425 95 47 330 144 286 66052
is_linear=0
shrinkage=0.1


Tree=2932
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 3 3 1 4 3 3 2 1 0 0 3 5 0 5 0 2 0 4 3 3 1 1 6 4 1
split_gain=7.10174e+11 1.32051e+13 1.542e+13 3.12723e+13 2.89781e+13 2.98087e+13 8.55335e+13 2.41235e+13 2.86396e+13 2.28169e+13 1.71176e+13 1.55504e+13 1.50543e+13 2.74544e+13 1.875e+13 2.35951e+13 1.52921e+13 1.50213e+13 1.87429e+13 2.5841e+13 1.55636e+13 2.94298e+13 1.43153e+13 1.41381e+13 3.41358e+13 1.67183e+13 2.92436e+13 1.81571e+13 1.63914e+13 2.71896e+13
threshold=58.305000000000007 59.245000000000012 30.332994000000003 2.5000000000000004 30.226173900000003 15.500000000000002 18.500000000000004 30.451272450000005 1.5000000000000002 24.500000000000004 3.5000000000000004 13.500000000000002 30.362552800000003 59.950068600000009 59.834458500000004 6.5000000000000009 58.995000000000012 59.950068600000009 58.605000000000011 59.990816400000007 4.5000000000000009 59.982527000000012 2.5000000000000004 7.5000000000000009 8.5000000000000018 82.964402850000013 82.940215400000014 1.5000000000000002 1.5000000000000002 83.015546400000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 17 -7 8 -4 11 22 12 13 14 -10 -16 -17 -6 19 -19 21 -20 -9 25 -25 26 27 -12 -27 -30
right_child=1 -3 7 4 5 6 -8 10 9 -11 23 -13 -14 -15 15 16 -18 18 20 -21 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-28.420844640675842 119597.76788281249 -29.190467906591422 -78000.567901511269 -5151.1370066910722 -4580.0888442280593 100988.17688116326 11889.065984730318 -13757.769139521633 -454.24769621349515 18401.460704649468 -13115.098864901738 -42673.01333049775 -16205.429140102029 -22304.865693606607 15630.250543811275 159363.15914601294 47313.737983630956 142884.61941105771 102698.16951349433 26992.873479069895 -6014.7308349609375 11363.951529993637 1044.6525802973533 -27689.970402212919 958.236632898263 51072.140042613639 30206.847862378196 5482.7507422789768 -23439.805733804769 1100.3670186735678
leaf_weight=2895875 25 1314948 61 1146 621 143 437 1400 84 270 549 160 929 158 51 29 21 26 44 74 279 178 1225 418 83793 55 465 11985 572 2143
leaf_count=2895875 25 1314948 61 1146 621 143 437 1400 84 270 549 160 929 158 51 29 21 26 44 74 279 178 1225 418 83793 55 465 11985 572 2143
internal_value=0 57.8667 1124.33 8225.77 7281.3 15187.8 33856.6 922.045 -10676.3 -8263.33 1121.33 -13290.9 -9595.05 8308.86 34454.6 63487.8 112302 6327.03 17597.1 57124.7 9707.37 29466.2 -6849.97 1330.62 816.035 4078.65 5581.72 4668.15 -2974.92 -4069.79
internal_weight=0 1.42229e+06 107341 2973 2948 1802 580 104368 1763 1702 102605 1432 1272 343 185 101 50 1222 601 100 501 222 2625 99980 84211 15769 12999 12534 2770 2715
internal_count=4318164 1422289 107341 2973 2948 1802 580 104368 1763 1702 102605 1432 1272 343 185 101 50 1222 601 100 501 222 2625 99980 84211 15769 12999 12534 2770 2715
is_linear=0
shrinkage=0.1


Tree=2933
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 1 1 0 1 3 5 1 5 5 4 5 5 1 3 4 0 3 4 1 3 6 3 6 1 1
split_gain=7.20938e+11 9.07486e+12 9.16467e+13 1.18991e+14 7.41555e+13 9.61838e+13 1.60032e+14 1.96603e+14 1.30167e+14 1.23878e+14 1.20008e+14 1.18343e+14 1.93633e+14 1.11959e+14 1.00985e+14 1.06518e+14 1.00255e+14 9.5493e+13 9.83418e+13 8.37395e+13 8.36898e+13 6.84225e+13 7.92029e+13 6.98434e+13 6.80735e+13 7.43067e+13 6.22633e+13 6.57234e+13 8.13486e+13 6.30658e+13
threshold=62.385000000000012 55.834684950000003 55.885524800000006 37.214886200000009 55.784980300000008 37.214886200000009 37.39371280000001 55.806974650000008 37.275078000000001 16.500000000000004 94.040000000000006 37.832345550000007 116.06000000000002 103.45000000000002 2.5000000000000004 96.015000000000015 69.015000000000015 37.944765900000007 9.5000000000000018 2.5000000000000004 55.812836050000008 22.500000000000004 2.5000000000000004 37.767735350000002 11.500000000000002 1.5000000000000002 12.500000000000002 1.5000000000000002 37.314272700000011 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 14 7 10 -9 26 24 12 16 20 -6 -16 21 18 -13 -19 -11 22 -8 -24 -7 -26 27 -10 -29 -30
right_child=1 2 -4 -5 5 6 11 8 9 13 -12 17 -14 -15 15 -17 -18 19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-23.805465106981899 51.479592511032585 -45586.975685862169 84.353978239940162 -5061.4223547853389 127698.43403087799 -97366.940509259264 27906.288497716894 15957.768731248359 -161517.08779703779 56127.093416819851 -121913.47571455792 -100721.72197544645 -208942.71152343752 48389.994449218757 -657.61916385773702 212094.7342548077 24950.340416024854 15375.325240040691 -13118.118619950341 499.83522293337023 -37725.271736577371 -21532.482310288608 -25827.631502629425 41352.836260372911 43492.800024506265 141857.36498046876 -115025.029776697 -127309.44227912808 68773.098592354916 -38520.950202287953
leaf_weight=3223874 702277 748 334558 23092 126 27 1277 595 48 102 41 140 38 200 248 26 5820 5181 1513 14038 1387 851 696 199 331 100 228 81 70 252
leaf_count=3223874 702277 748 334558 23092 126 27 1277 595 48 102 41 140 38 200 248 26 5820 5181 1513 14038 1387 851 696 199 331 100 228 81 70 252
internal_value=0 70.133 -342.513 -6332.95 271.102 4859.41 4272.4 -16076.4 -25855.8 -36362.2 41993 6640.14 16308.6 -21860.3 53603.4 19530.6 17276.5 2526.23 -20537.7 4509.92 -31296.2 2502.6 11919.7 -10890.3 56665.8 66315.2 -72435.6 -50904.8 -37730.1 -15196.2
internal_weight=0 1.09429e+06 358398 23840 735892 33615 33215 3462 2963 2368 499 29753 8881 1689 400 274 8843 20872 1653 19219 1489 3023 2172 895 458 431 679 451 403 322
internal_count=4318164 1094290 358398 23840 735892 33615 33215 3462 2963 2368 499 29753 8881 1689 400 274 8843 20872 1653 19219 1489 3023 2172 895 458 431 679 451 403 322
is_linear=0
shrinkage=0.1


Tree=2934
num_leaves=31
num_cat=0
split_feature=3 5 1 5 1 4 1 5 0 0 0 5 1 2 5 5 1 0 0 1 0 0 4 5 5 0 1 1 1 0
split_gain=7.09029e+11 7.1508e+12 1.52879e+13 1.64835e+13 1.76029e+13 1.17422e+13 3.11056e+13 1.46151e+13 2.41563e+13 3.69001e+13 1.85017e+13 4.8754e+13 1.90214e+13 1.3856e+13 1.36249e+13 1.4684e+13 1.25904e+13 5.79147e+13 1.05932e+14 3.22023e+13 2.44999e+13 7.0037e+13 1.22363e+13 1.07908e+13 1.50131e+13 1.06048e+13 1.05556e+13 3.23256e+13 3.81593e+13 4.03226e+13
threshold=3.5000000000000004 49.505000000000003 40.810045900000013 44.005000000000003 43.868031300000006 1.5000000000000002 30.332994000000003 75.015000000000015 55.751981950000008 54.194619400000008 44.039893800000009 137.05000000000004 39.969502550000009 2.5000000000000004 101.05000000000001 132.05000000000004 37.362912300000012 55.645049100000001 55.924336300000007 37.692869000000009 55.551692500000009 55.860536450000005 1.0000000180025095e-35 51.015000000000008 55.005000000000003 50.973130900000008 40.247294600000011 39.863684800000009 39.826386800000009 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 25 6 23 16 9 10 11 12 -9 -12 -10 -16 17 -8 -19 20 -18 -22 -11 -3 -25 -4 27 28 -7 -30
right_child=-2 5 3 -5 -6 26 7 8 14 22 13 -13 -14 -15 15 -17 19 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-499.29613657142858 -9.9188779739682165 -10029.527668900924 1455.0769916884699 4457.3898779790952 236.22553094082693 378.33288883555758 -35980.824266611235 108703.543125 66816.982726151327 -29513.410758770638 23858.839923257747 -142973.57730978262 -29214.595703125 107521.88795572918 -63677.782031250004 37147.941229717551 -25687.284317016602 277274.43769531249 18256.807361979165 -7227.4209035410404 -257774.86265625001 6870.1037304687507 -105702.87316964286 -162011.2278125 -53401.720982142855 9013.3494740190326 -1261.0971232259453 9431.1117874076845 -111125.9300546875 -17279.740861244274
leaf_weight=68247 4074053 22 3550 15575 57070 36779 101 20 95 53 113 23 20 24 20 52 64 20 75 2414 20 20 35 20 35 3891 51160 4000 50 543
leaf_count=68247 4074053 22 3550 15575 57070 36779 101 20 95 53 113 23 20 24 20 52 64 20 75 2414 20 20 35 20 35 3891 51160 4000 50 543
internal_value=0 165.54 600.448 1537.62 832.693 -508.01 -6419.72 -4893.81 11692.1 -5853.65 17889.8 -26962.1 39744.5 38515.1 41950.6 9140.8 -7674.42 16738.2 72786.8 -9574.69 -64058.5 -125452 -59816 -69219.9 -92896.1 5407.4 -300.629 887.072 -27.4133 -25192.6
internal_weight=0 244111 148333 80086 64511 95778 3246 3169 455 288 200 63 40 137 167 72 2714 196 95 2518 104 40 88 77 55 7441 92532 41372 37372 593
internal_count=4318164 244111 148333 80086 64511 95778 3246 3169 455 288 200 63 40 137 167 72 2714 196 95 2518 104 40 88 77 55 7441 92532 41372 37372 593
is_linear=0
shrinkage=0.1


Tree=2935
num_leaves=31
num_cat=0
split_feature=1 5 1 0 0 0 0 1 0 0 0 3 0 5 3 3 5 3 0 0 5 3 6 0 2 1 0 3 3 1
split_gain=7.26765e+11 1.02968e+13 1.62794e+13 1.13539e+14 4.52121e+14 2.45018e+14 1.80347e+14 1.99151e+14 1.57911e+14 2.83123e+14 1.71666e+14 1.53243e+14 1.31683e+14 1.23464e+14 1.45711e+14 1.33546e+14 1.19511e+14 1.17661e+14 1.16825e+14 1.16262e+14 1.09413e+14 1.05408e+14 1.2976e+14 1.27675e+14 1.18375e+14 1.07383e+14 1.02049e+14 2.11857e+14 8.39569e+13 1.29706e+14
threshold=37.39371280000001 35.505000000000003 37.342273500000012 55.826364100000013 55.851332700000007 55.812836050000008 55.885524800000006 37.362912300000012 55.74310830000001 55.701368300000006 55.619594000000006 4.5000000000000009 55.551692500000009 105.35000000000001 16.500000000000004 30.500000000000004 78.710000000000022 22.500000000000004 55.141517900000004 55.834684950000003 107.05000000000001 13.500000000000002 1.5000000000000002 55.628356700000005 6.5000000000000009 37.362912300000012 55.91302515000001 23.500000000000004 12.500000000000002 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 19 8 7 -6 9 10 12 -12 18 15 -15 -10 -9 21 -4 -5 -21 22 -13 -24 -25 -23 27 -8 29 -11
right_child=-2 2 3 4 6 -7 26 16 13 28 11 17 -14 14 -16 -17 -18 -19 -20 20 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-735.57056450229788 -17.273797286303093 160.55515404166016 -4479.6581552244788 6299.6918472290045 44152.469297369695 -31611.434591083766 125992.06694354089 -14263.951120183301 65862.979147731385 -73178.448383504874 255169.69493091726 13249.954868947723 -30334.895315781301 -127435.55063833842 162395.32116477273 -20337.581092330329 -69980.785142943249 101248.03044786754 30782.876439027019 63546.233851830781 233253.02641225961 -2114.7718472464844 132581.96719079642 -14082.547389468404 132877.83576072982 33017.167207581864 1132.2447743225098 12792.703288784784 -60121.926582779211 33145.343751337758
leaf_weight=120820 3667889 503079 5648 384 533 2339 269 2896 863 189 27 729 1622 82 22 227 444 159 1127 1467 39 3352 237 179 79 1175 640 429 927 292
leaf_count=120820 3667889 503079 5648 384 533 2339 269 2896 863 189 27 729 1622 82 22 227 444 159 1127 1467 39 3352 237 179 79 1175 640 429 927 292
internal_value=0 97.4332 287.522 2709.21 13518.7 -1273.06 -1677.61 -12612.1 2916.92 257.583 4460.74 17475.5 -4741.22 37978.3 -66125.2 47911.1 -21670.6 16389.6 1386.15 55417.1 67941 14043.5 40079.8 79592.9 30916.9 7003.86 29973.5 56418.2 -42532.2 -8632.61
internal_weight=0 650275 529455 26376 7101 19275 5211 3873 16936 15742 14334 5937 8397 1194 104 1090 3340 5910 6775 1890 1506 5751 1224 495 258 4527 1338 698 1408 481
internal_count=4318164 650275 529455 26376 7101 19275 5211 3873 16936 15742 14334 5937 8397 1194 104 1090 3340 5910 6775 1890 1506 5751 1224 495 258 4527 1338 698 1408 481
is_linear=0
shrinkage=0.1


Tree=2936
num_leaves=31
num_cat=0
split_feature=3 0 0 2 1 2 2 5 5 2 6 2 2 0 5 5 2 2 4 5 5 5 0 3 2 0 1 5 0 0
split_gain=6.9277e+11 5.96884e+12 3.8426e+12 2.73845e+13 3.18516e+12 1.38546e+13 1.12337e+13 1.28326e+13 7.60955e+12 7.41221e+12 5.92476e+12 5.21228e+12 4.74881e+12 3.35093e+12 2.6207e+12 4.89508e+12 5.22335e+12 4.51882e+12 4.49086e+12 1.27431e+13 9.71787e+12 5.96452e+12 5.63995e+12 1.0271e+13 9.2765e+12 9.07959e+12 8.4991e+12 5.3414e+12 4.12061e+12 9.44236e+12
threshold=34.500000000000007 55.68356880000001 55.695992150000002 16.500000000000004 37.503486000000002 12.500000000000002 27.500000000000004 43.205000000000005 64.805000000000021 10.500000000000002 1.5000000000000002 29.500000000000004 20.500000000000004 54.708501450000007 225.45000000000002 137.05000000000004 28.500000000000004 18.500000000000004 2.5000000000000004 125.85000000000001 103.45000000000002 65.50500000000001 55.784980300000008 37.500000000000007 9.5000000000000018 55.795550600000006 37.542000650000013 95.020000000000024 55.795550600000006 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 10 7 -7 -8 -2 -6 12 -11 -9 15 18 17 -17 19 20 28 -20 23 26 -25 -24 -23 -27 -4 -30
right_child=1 2 14 -5 5 6 8 13 -10 11 -12 -13 -14 -15 -16 16 -18 -19 21 -21 -22 22 25 24 -26 27 -28 -29 29 -31
leaf_value=1.3573085934651719 14232.87626657197 97729.230913254316 2900.3117196551211 -28014.140942950584 -94546.448378906251 94420.576646423346 -63237.952734375001 32767.479094587052 15036.265000849186 -27345.81431451613 -21523.937187500003 -5288.1284348060353 -80740.433422173403 -14957.839793346773 34594.732812499999 -3137.8263183593754 7100.7053561463654 -49807.227851065945 44923.434775641028 -74294.06653645834 49800.843834459462 -15977.87939453125 71985.621732954547 9174.4526413690473 -73263.231455328525 12135.488977314875 55934.636666304985 -10568.178839730526 -11804.644101247481 1094.2776702066176
leaf_weight=4313211 33 29 1261 43 20 24 27 28 23 31 25 29 36 31 21 32 49 59 39 24 37 42 22 21 39 416 27 138 961 1386
leaf_count=4313211 33 29 1261 43 20 24 27 28 23 31 25 29 36 31 21 32 49 59 39 24 37 42 22 21 39 416 27 138 961 1386
internal_value=0 -1181.98 -289.623 22632.5 -14686.6 -6015.32 10212.8 32769.8 -27231.8 -26651.5 -53978.4 -40705.5 -56035.5 7691.46 -650.443 -813.006 -19222.2 -33396 -228.986 -1665.5 -1187.29 6855.13 4749.22 -14150.7 -44410 8982.01 12161.8 6480.06 -1710.17 -4187.3
internal_weight=0 4953 4646 72 307 178 133 83 50 129 45 96 67 59 4574 4553 140 91 4413 3669 3645 744 705 129 60 576 69 554 3608 2347
internal_count=4318164 4953 4646 72 307 178 133 83 50 129 45 96 67 59 4574 4553 140 91 4413 3669 3645 744 705 129 60 576 69 554 3608 2347
is_linear=0
shrinkage=0.1


Tree=2937
num_leaves=31
num_cat=0
split_feature=5 5 4 0 4 5 4 0 4 3 3 3 3 0 1 1 2 1 1 4 2 1 4 1 1 1 2 1 1 3
split_gain=6.49092e+11 3.66158e+12 1.24284e+13 8.99416e+12 4.39791e+12 6.62304e+12 2.49376e+13 3.65971e+13 1.76368e+13 8.33703e+12 1.09498e+13 8.79901e+12 1.65329e+13 1.38563e+13 1.84822e+13 7.91459e+12 1.4684e+13 9.61573e+12 7.16139e+12 7.07572e+12 9.46523e+12 6.96429e+12 1.65163e+13 1.88194e+13 1.52901e+13 1.61085e+13 1.95324e+13 1.77656e+13 1.37269e+13 1.21778e+13
threshold=18.050000000000004 16.850000000000005 1.5000000000000002 54.811549550000009 -1.0000000180025095e-35 13.050000000000002 2.5000000000000004 55.173809400000003 1.5000000000000002 1.5000000000000002 4.5000000000000009 5.5000000000000009 7.5000000000000009 55.576287050000012 37.642309100000013 37.620907050000007 1.5000000000000002 37.362912300000012 38.422276900000007 2.5000000000000004 2.5000000000000004 60.695889550000011 1.5000000000000002 39.694727950000008 38.984911950000004 38.92948375000001 5.5000000000000009 37.275078000000001 49.236330900000006 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 9 8 -8 18 -6 15 19 13 -13 -15 16 -11 -18 -7 -12 -21 22 28 24 25 26 27 -24 -14 -26
right_child=-2 2 3 -5 5 6 7 -9 -10 10 11 12 21 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-1830.7667494619791 -3.3528930882063239 2204.4032292736347 13346.837441184305 -63619.367299107151 -18427.737103372583 -16806.960389055526 167774.02604166669 5437.0528010670732 -82601.731166294659 -13935.801503906252 -224.50067588035546 14851.559347827621 11728.63104069283 135202.7755625 29539.491645408169 9144.5870592921456 38747.998326822919 114796.51168478263 -1457.2288194348657 4386.5463930110336 -23385.529074370788 -4139.6930961392673 -32341.967041973043 12490.64507868329 12057.767147008384 72081.085170717604 -23925.482481005514 37006.639051568331 48535.479485152944 -49396.779507062296
leaf_weight=10083 4286109 10878 22 49 181 336 21 41 28 40 2089 208 717 25 49 1148 60 23 3186 194 334 988 51 551 41 27 282 134 118 151
leaf_count=10083 4286109 10878 22 49 181 336 21 41 28 40 2089 208 717 25 49 1148 60 23 3186 194 334 988 51 551 41 27 282 134 118 151
internal_value=0 448.319 1932.21 -39770.7 -321.468 1059.12 -2451.98 60422.2 -3550.06 2770.38 3301.06 1503.76 4904.15 28073.2 65236.5 11727.6 35835.5 59821.7 -2921.6 -2838.65 -13181.4 2768.97 6063.26 -1272.07 -12326.4 -3018.92 -7360.89 17888.9 16930.1 -36273.7
internal_weight=0 32055 10949 71 21106 11023 3612 62 3550 7411 7230 5959 3342 282 74 1271 123 83 3522 2617 528 3060 2072 1237 686 494 467 185 835 192
internal_count=4318164 32055 10949 71 21106 11023 3612 62 3550 7411 7230 5959 3342 282 74 1271 123 83 3522 2617 528 3060 2072 1237 686 494 467 185 835 192
is_linear=0
shrinkage=0.1


Tree=2938
num_leaves=31
num_cat=0
split_feature=5 1 1 5 1 3 3 5 1 0 0 1 1 5 0 1 5 1 3 2 5 0 0 5 5 0 1 5 1 1
split_gain=6.2604e+11 8.81876e+12 2.35247e+13 1.81116e+13 2.67353e+13 4.56552e+13 3.29586e+13 2.57969e+13 5.27909e+13 2.53634e+13 4.46015e+13 8.56302e+13 7.35616e+13 4.16758e+13 5.16862e+13 7.12187e+13 3.07796e+13 3.55921e+13 3.07354e+13 3.47343e+13 4.46604e+13 3.59204e+13 3.54116e+13 7.11946e+13 2.94452e+13 2.74898e+13 2.59591e+13 2.32931e+13 2.20418e+13 2.16917e+13
threshold=41.505000000000003 37.971176850000006 37.998366300000008 37.995000000000012 37.832345550000007 14.500000000000002 4.5000000000000009 38.610000000000007 37.457850350000008 55.518428350000008 55.899899800000007 37.362912300000012 37.417247200000006 27.010000000000002 55.86787755000001 37.737121850000008 29.985000000000003 37.457850350000008 8.5000000000000018 6.5000000000000009 36.995000000000012 55.762622900000004 55.777112100000004 37.005000000000003 37.505000000000003 55.993277250000013 37.777459000000007 35.005000000000003 37.869926150000005 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 28 8 -5 -1 11 -11 -12 -13 18 16 -16 -18 26 20 -20 -22 23 -23 -25 -14 -15 -19 -6 -9
right_child=-2 2 -4 7 5 -7 -8 29 -10 10 12 13 25 14 15 -17 17 27 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1981.6573990642316 -27.883004131745352 6286.7610146093957 164.69851379651081 -62.400286555020074 -13900.114298452618 508.34011323813161 -10962.253604114439 -994.82788686044751 -8177.0133658690193 -4536.2547361199113 330.79960427429245 547.20026895727381 -4900.1642025305291 8758.1082507803858 44908.548521742712 -143889.21568080358 -3489.2006902826733 26611.2150081863 2308.3659755374479 6109.6683948289938 -3508.0953259788776 -184220.65194359759 -21476.975056835763 88387.447070312512 -74402.974351562501 -15817.099179161361 29229.487498333037 10797.341820857533 13752.409056307528 4276.4295071957213
leaf_weight=38817 2810827 6313 1090681 17474 407 13817 8067 82460 14814 14393 125029 24889 7485 5211 344 28 939 1770 14372 21686 1814 41 827 20 25 3334 703 1966 988 8623
leaf_count=38817 2810827 6313 1090681 17474 407 13817 8067 82460 14814 14393 125029 24889 7485 5211 344 28 939 1770 14372 21686 1814 41 827 20 25 3334 703 1966 988 8623
internal_value=0 51.9952 199.93 -343.487 92.1169 -3156.44 -8507.98 -1356.74 -3785.45 378.902 786.37 2526.04 -353.722 3887.97 5559.42 15152.1 16039.4 13915.1 4476.31 3452.36 82.1873 -11650.4 -27827.9 -88899.7 -2051.68 -8264.34 11191.6 18289.5 5684.61 -495.788
internal_weight=0 1.50734e+06 1.09699e+06 410343 286972 23279 9462 123371 32288 263693 224876 89028 135848 74635 49746 5047 5019 4675 44699 38785 17099 2727 913 86 45 10819 5914 3736 1395 91083
internal_count=4318164 1507337 1096994 410343 286972 23279 9462 123371 32288 263693 224876 89028 135848 74635 49746 5047 5019 4675 44699 38785 17099 2727 913 86 45 10819 5914 3736 1395 91083
is_linear=0
shrinkage=0.1


Tree=2939
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 6 3 3 0 3 0 5 0 3 0 5 5 5 5 2 5 5 3 3 0 5 0
split_gain=8.6934e+11 9.59965e+12 4.17478e+13 1.03097e+14 8.96268e+13 8.86183e+13 9.16558e+13 8.21764e+13 8.0879e+13 7.22803e+13 7.15196e+13 1.05781e+14 1.25205e+14 1.05981e+14 7.89434e+13 6.81908e+13 6.27691e+13 1.18242e+14 5.98232e+13 5.88164e+13 5.65262e+13 5.40723e+13 5.52348e+13 5.29259e+13 5.27313e+13 5.23779e+13 1.19879e+14 9.70643e+13 6.82912e+13 5.36901e+13
threshold=37.39371280000001 37.417247200000006 55.628356700000005 55.719391050000006 55.793358600000012 55.664473600000008 55.645049100000001 55.885524800000006 1.5000000000000002 12.500000000000002 11.500000000000002 55.701368300000006 12.500000000000002 55.68356880000001 76.730000000000018 55.701368300000006 15.500000000000002 55.727011600000004 39.025000000000013 63.145000000000003 75.015000000000015 44.410000000000004 11.500000000000002 54.035000000000004 81.00500000000001 21.500000000000004 16.500000000000004 55.86787755000001 82.00500000000001 55.851332700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 5 9 6 8 25 -4 -5 15 12 -12 -14 -13 19 17 -11 -19 -7 -2 -15 -23 -17 -16 26 -6 29 -27 -28
right_child=1 -3 3 4 7 10 -8 -9 -10 16 11 14 13 21 24 23 -18 18 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=106.56258405103038 11197.194524280168 -7.3704069655357998 -53622.129094887903 -8100.3610730625924 -8772.1452110486152 9484.5666458333344 1352.9703171331175 6317.5393644795922 10101.486635863825 -69406.934583333335 -301296.16116071428 -42215.731920470622 -19549.021952726405 -67391.153534226192 154528.85262586805 9102.1281216556072 18033.328723597475 -1357.40751953125 143954.516699953 157288.83563988097 -28445.577934485293 -275771.2322167969 -118114.42156884767 -126087.93117675782 -12295.637270507814 -8830.6970000735982 -75781.440870916194 -37633.408002322947 69245.291233535638 -183062.99334370179
leaf_weight=650275 3417 3649378 684 1078 1248 75 2434 2937 281 45 28 533 147 63 36 73 2311 36 133 42 402 40 50 48 40 1511 110 507 121 81
leaf_count=650275 3417 3649378 684 1078 1248 75 2434 2937 281 45 28 533 147 63 36 73 2311 36 133 42 402 40 50 48 40 1511 110 507 121 81
internal_value=0 -18.8923 -2290.4 -4711.63 920.625 -17170.6 -8986.73 -6078.55 -35066.3 13576.6 -40844.5 -53278.5 -99061.6 -80186.4 -28620.3 8108.02 22831.2 74643.8 113000 62542.5 7024.27 -138446 -188184 -44527 66726.5 -16253.9 -27333.9 -60521.8 -3041.97 -121278
internal_weight=0 3.66789e+06 18511 14692 10118 4574 3399 6515 965 3603 1175 937 328 300 609 238 2525 214 169 117 3819 153 90 121 76 3578 1946 698 1632 191
internal_count=4318164 3667889 18511 14692 10118 4574 3399 6515 965 3603 1175 937 328 300 609 238 2525 214 169 117 3819 153 90 121 76 3578 1946 698 1632 191
is_linear=0
shrinkage=0.1


Tree=2940
num_leaves=31
num_cat=0
split_feature=1 0 1 6 1 1 5 3 3 3 3 5 5 5 5 3 3 1 1 5 5 5 5 1 5 2 5 5 5 2
split_gain=7.61886e+11 5.16241e+12 1.33531e+13 1.02216e+13 2.46714e+13 5.14349e+13 2.22681e+13 2.1388e+13 2.65633e+13 8.67735e+13 4.39087e+13 3.59394e+13 3.35948e+13 2.61933e+13 2.40715e+13 2.22807e+13 1.61964e+13 1.51122e+13 3.79678e+13 3.01053e+13 2.02516e+13 2.791e+13 1.45738e+13 1.36914e+13 1.31073e+13 1.27042e+13 1.21874e+13 1.34203e+13 2.02725e+13 1.30284e+13
threshold=38.781124500000011 60.063729500000008 35.911716050000003 1.5000000000000002 30.434657650000002 30.502469200000004 73.995000000000019 26.500000000000004 16.500000000000004 13.500000000000002 12.500000000000002 31.415000000000003 63.855000000000011 90.015000000000015 92.035000000000011 14.500000000000002 23.500000000000004 30.226173900000003 30.259484550000003 77.715000000000018 66.50500000000001 73.405000000000015 76.00500000000001 30.160599000000001 36.005000000000003 7.5000000000000009 29.610000000000003 48.510000000000012 46.810000000000009 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 9 10 14 -11 -12 16 17 22 -10 19 24 20 -3 -22 -13 -17 -19 -20 -5 28 -28 -30
right_child=-2 2 -4 26 5 -7 -8 -9 13 11 12 15 -14 -15 -16 23 -18 18 25 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=96.658617086354624 -27.649629782885093 2576.2188969364875 -36918.649815955534 7489.1304983554292 38248.602753083098 4928.5063631877192 113707.63227751361 17451.853421615666 -29241.028592652543 -67821.656375000006 -27694.176025390625 68848.691378722739 -203179.87187500001 -108271.11255387933 103219.0909375 89090.98146138509 -6188.7195179239916 -12789.115527343751 -13369.380164755545 -107422.14446331521 133876.06664870688 -13632.998785665763 149986.8555889423 13685.177793358975 -94908.062723214287 38384.083004324777 -3270.5694927589261 68.626414692639074 -19177.806085896151 56904.177500849182
leaf_weight=1270750 3012745 432 104 1355 261 1627 46 482 416 25 24 149 20 29 20 30 1140 26 310 23 29 23 26 122 77 56 13424 13319 1051 23
leaf_count=1270750 3012745 432 104 1355 261 1627 46 482 416 25 24 149 20 29 20 30 1140 26 310 23 29 23 26 122 77 56 13424 13319 1051 23
internal_value=0 63.8119 -1140.14 -1032.49 2967.05 12012.5 49555.2 -2090.44 -5254.49 4825.18 -9700.24 47741.2 -107460 -14106.8 -5381.52 56576.3 -12351.8 -7606.94 -20544.6 4361.07 9673.09 68631.7 80903.5 28567.9 -74179 -5450.82 -1771.88 -2223 -4328.27 -17548.5
internal_weight=0 1.30542e+06 34669 34565 5393 1934 307 3459 2977 1392 1040 352 44 1585 996 327 1556 976 469 507 484 52 175 152 103 366 29172 27817 14498 1074
internal_count=4318164 1305419 34669 34565 5393 1934 307 3459 2977 1392 1040 352 44 1585 996 327 1556 976 469 507 484 52 175 152 103 366 29172 27817 14498 1074
is_linear=0
shrinkage=0.1


Tree=2941
num_leaves=31
num_cat=0
split_feature=3 1 3 0 3 2 1 2 2 5 4 4 5 5 0 5 0 0 0 5 2 5 3 0 5 2 5 2 5 5
split_gain=7.10004e+11 4.9499e+12 1.11444e+13 1.65254e+13 2.05465e+13 1.5497e+13 4.22575e+13 3.13403e+13 2.41485e+13 1.75452e+13 1.48001e+13 1.45207e+13 2.05471e+13 1.28594e+13 1.57948e+13 1.92011e+13 1.81607e+13 1.44741e+13 3.41398e+13 2.94963e+13 2.28231e+13 1.7405e+13 2.69174e+13 2.71384e+13 2.14126e+13 2.45916e+13 2.03774e+13 1.50829e+13 1.36868e+13 3.27232e+13
threshold=27.500000000000004 37.533784800000006 29.500000000000004 55.74310830000001 28.500000000000004 8.5000000000000018 37.457850350000008 17.500000000000004 21.500000000000004 58.995000000000012 3.5000000000000004 2.5000000000000004 43.005000000000003 33.585000000000008 55.826364100000013 35.505000000000003 55.820531900000013 55.851332700000007 55.87722990000001 112.04500000000002 16.500000000000004 62.995000000000012 28.500000000000004 55.834684950000003 36.515000000000008 4.5000000000000009 34.605000000000011 14.500000000000002 57.005000000000003 64.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -7 -9 -2 -4 12 -6 -5 15 -15 28 21 19 20 -19 22 23 -16 26 -26 -24 -27 -17 -30
right_child=1 -3 10 13 11 7 -8 8 -10 -11 -12 -13 -14 14 17 16 -18 18 -20 -21 -22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=3.8354245124662145 -19768.065749289774 344.05763812946998 -448.55078824056767 5174.1977260589601 24502.459940732762 121136.05137914541 -119519.685625 -65922.996467391305 82396.326934523822 94841.736764705885 65658.319933363979 46396.379893092111 -50736.239656727586 -98677.265070564521 6490.7594044811322 -5950.8146683001896 -81073.242586805558 -193261.37771739133 -6690.5569583021952 19080.597336647726 -58821.188058035717 39647.211532772286 -57662.061743164064 132886.14225 21223.441467285156 -109571.76348684212 36928.343733929985 -10433.030691964286 -58481.722164212741 -5221.3068238718633
leaf_weight=4279873 22 26192 8626 512 58 49 20 23 21 34 34 38 97 31 53 581 45 23 933 22 28 136 32 25 32 57 79 21 208 259
leaf_count=4279873 22 26192 8626 512 58 49 20 23 21 34 34 38 97 31 53 581 45 23 933 22 28 136 32 25 32 57 79 21 208 259
internal_value=0 -428.694 -2101.55 -6917.67 13292.5 38752 5254.31 66126.5 4865.77 49816.5 -189.009 -9001.09 -22582.4 -9295.34 -12183.6 -21068.7 -18867.6 -5253.1 -11843.5 -77701.8 -119451 9988.05 -3502.4 47002.1 -21327.5 -52595.8 9659.04 -82880.6 -16196.5 -28943.3
internal_weight=0 38291 12099 3439 362 169 76 93 44 56 8660 193 155 3077 2565 1124 1093 1441 1006 73 51 435 299 78 221 110 111 78 1048 467
internal_count=4318164 38291 12099 3439 362 169 76 93 44 56 8660 193 155 3077 2565 1124 1093 1441 1006 73 51 435 299 78 221 110 111 78 1048 467
is_linear=0
shrinkage=0.1


Tree=2942
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 3 0 1 3 1 6 0 0 3 3 0 4 1 0 2 3 0 0 0 0 1 1 5 0 1
split_gain=6.95924e+11 6.59699e+12 4.12202e+13 3.56942e+13 4.02304e+13 3.61924e+13 3.2194e+13 2.94815e+13 2.70857e+13 4.63064e+13 2.70036e+13 4.27784e+13 5.63137e+13 2.58369e+13 7.92981e+13 9.18137e+13 6.13098e+13 9.0467e+13 1.38854e+14 7.36666e+13 5.86459e+13 5.38455e+13 1.06589e+14 4.96098e+13 4.91717e+13 1.2294e+14 4.81662e+13 4.142e+13 7.14992e+13 2.54779e+13
threshold=36.715000000000011 39.005000000000003 38.096381250000007 37.39371280000001 9.5000000000000018 15.500000000000002 55.68356880000001 37.487839250000007 17.500000000000004 37.362912300000012 1.5000000000000002 55.576287050000012 55.601678500000013 8.5000000000000018 6.5000000000000009 55.784980300000008 1.5000000000000002 37.692869000000009 55.842510000000011 4.5000000000000009 7.5000000000000009 55.762622900000004 55.719391050000006 55.734663800000007 55.734663800000007 37.597123000000003 37.642309100000013 38.010000000000012 55.777112100000004 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 7 -5 10 -2 -10 11 -6 -13 14 -8 20 17 18 19 21 24 22 -15 -21 -16 -26 -20 28 -23 -7
right_child=1 -3 -4 4 5 29 13 -9 9 -11 -12 12 -14 16 15 -17 -18 -19 26 23 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-76.384948904176255 2515.1123004291048 -19.166108266505628 1431.3536860874156 -3370.3472058152693 -16505.026995867509 -7263.9732534680188 -15290.47120370403 5337.8458226939219 -3460.7855686772682 23562.372219617089 -20734.601237028844 112560.4238498264 8244.1990213145382 -211047.94636346726 249373.53699776786 -28022.354404687499 -4283.5604419029651 -10238.43219893334 -11186.796499706259 -142767.04537500002 28892.150497855393 -365036.34674479166 -11098.638206335618 26192.691433662283 237550.37167338713 -34126.132258690734 -147102.55341796877 -102359.6093999227 -162642.9865890503 -700.53256946685883
leaf_weight=934593 29973 3123815 168630 4851 341 11362 1631 9066 16793 659 901 72 184 42 28 125 1158 738 379 25 102 24 73 57 31 36 28 48 64 12335
leaf_count=934593 29973 3123815 168630 4851 341 11362 1631 9066 16793 659 901 72 184 42 28 125 1158 738 379 25 102 24 73 57 31 36 28 48 64 12335
internal_value=0 21.0987 505.321 -1208.32 -3270.06 -1677.42 -9050.3 3190.47 691.536 -2440.37 -9805.61 6688.56 37583.1 -15054.5 -6337.21 39013 -21513.2 -35012.4 -59719.4 -107609 81548.1 -134492 -84123.6 -25319.4 138084 91574.9 -20537.3 -177083 -217841 -3847.51
internal_weight=0 3.38357e+06 259756 91126 43701 34261 9440 10564 47425 17452 1498 597 256 4589 1953 322 2636 1478 740 333 197 251 115 82 95 67 407 136 88 23697
internal_count=4318164 3383571 259756 91126 43701 34261 9440 10564 47425 17452 1498 597 256 4589 1953 322 2636 1478 740 333 197 251 115 82 95 67 407 136 88 23697
is_linear=0
shrinkage=0.1


Tree=2943
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 3 3 0 3 1 1 1 6 1 1 1 5 0 4 5 0 1 1 3 1 0 4 5 1
split_gain=9.04932e+11 5.14355e+12 4.03287e+13 1.28881e+14 8.61698e+13 4.84983e+13 4.5324e+13 6.08625e+13 3.6618e+13 9.06626e+13 6.63237e+13 5.20974e+13 8.3902e+13 3.30706e+13 5.6577e+13 3.58835e+13 3.09337e+13 3.06347e+13 2.13678e+13 7.05598e+13 1.47932e+14 7.62895e+13 9.84353e+13 7.57912e+13 5.10177e+13 6.87073e+13 5.05259e+13 6.80352e+13 4.9805e+13 4.87064e+13
threshold=38.781124500000011 56.197733450000008 56.281985950000006 37.475443250000005 11.500000000000002 13.500000000000002 23.500000000000004 16.500000000000004 56.143542450000005 19.500000000000004 37.971176850000006 37.998366300000008 37.971176850000006 1.5000000000000002 37.314272700000011 35.911716050000003 37.516458750000005 47.815000000000005 55.91302515000001 2.5000000000000004 84.030000000000015 55.946414150000003 37.436176200000013 37.855187800000003 7.5000000000000009 37.869926150000005 55.924336300000007 3.5000000000000004 82.00500000000001 37.855187800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 7 -7 18 11 -11 12 13 16 15 -15 -10 -18 -1 24 21 22 -21 -23 25 -20 29 -28 -26 -22
right_child=-2 2 -4 4 -6 6 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 19 20 26 23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=21.287071106968028 -30.133672056860469 -14154.275525906107 -117.49447336309908 -24963.714500619662 -104816.06623571778 28825.223691945535 4123.5032425209329 135988.67933467744 12239.879917433573 24290.738416466349 246092.71065848216 -84461.557223252123 214551.64440917969 125338.89803240742 -34297.98279498388 9425.8793321372632 37968.006207275394 135061.32158755895 239.1985239296595 -37409.404504916623 -290.81437648563247 30150.892403975522 10005.184816115938 5455.7544918803214 -1297.4842848707497 14216.415691108508 -22377.111645733585 14420.144015986805 -47366.167077843624 50487.060065346581
leaf_weight=770313 3012745 754 456551 1364 150 365 810 62 177 26 28 59 20 27 315 2464 84 53 9962 491 963 3882 4045 1828 41703 5436 2379 637 236 235
leaf_count=770313 3012745 754 456551 1364 150 365 810 62 177 26 28 59 20 27 315 2464 84 53 9962 491 963 3882 4045 1828 41703 5436 2379 637 236 235
internal_value=0 69.5448 -199.53 -10885.2 -32875.1 5836.37 18021.5 44385.3 215.978 10805.3 139299 8636.28 10385.6 9076.82 5632.81 10682.3 39853.6 75529.7 175.073 1825.04 8067.55 14554.2 4872.79 22245 250.727 5173.62 -7704.11 -14605.3 -1556.72 9669.79
internal_weight=0 1.30542e+06 460056 3505 1514 1991 1237 427 845363 3253 54 3199 3140 3120 2806 2491 314 137 842110 71797 14460 10246 4536 5710 57337 15398 4214 3016 41939 1198
internal_count=4318164 1305419 460056 3505 1514 1991 1237 427 845363 3253 54 3199 3140 3120 2806 2491 314 137 842110 71797 14460 10246 4536 5710 57337 15398 4214 3016 41939 1198
is_linear=0
shrinkage=0.1


Tree=2944
num_leaves=31
num_cat=0
split_feature=1 1 5 3 5 0 0 0 0 6 3 2 0 3 0 2 5 3 0 5 0 5 3 3 5 0 5 0 3 0
split_gain=7.87977e+11 1.90463e+13 3.01936e+13 3.17192e+13 4.32662e+13 3.24029e+13 7.97811e+13 5.53406e+13 3.08975e+13 8.3695e+13 7.84623e+13 7.79291e+13 6.49959e+13 2.17308e+14 5.04683e+13 1.13233e+14 6.44774e+13 5.39229e+13 5.13863e+13 4.9795e+13 7.53534e+13 4.30608e+13 3.8229e+13 4.86111e+13 3.35882e+13 8.9707e+13 4.13988e+13 3.40777e+13 3.17644e+13 3.17222e+13
threshold=37.542000650000013 37.516458750000005 46.810000000000009 4.5000000000000009 48.035000000000004 56.301440000000007 55.68356880000001 55.885524800000006 55.777112100000004 1.5000000000000002 12.500000000000002 7.5000000000000009 55.769960200000007 20.500000000000004 55.812836050000008 8.5000000000000018 39.995000000000012 19.500000000000004 55.851332700000007 37.305000000000007 55.751981950000008 44.205000000000005 14.500000000000002 16.500000000000004 37.505000000000003 55.576287050000012 37.005000000000003 55.734663800000007 7.5000000000000009 55.455204450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 6 -6 -8 9 10 11 -3 24 -14 15 17 22 -10 -16 20 29 -21 -17 -24 26 -26 27 -11 -29 -12
right_child=-2 2 3 -5 5 -7 7 -9 14 12 19 -13 13 -15 18 16 -18 -19 -20 21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-12.228331029014425 -20.436820149123708 -47464.571506076391 106979.51790865386 6024.6479497406626 -11321.886671787919 31391.89836367653 -204471.37364746095 -55407.343424479164 621.06104116812128 2404.3345237055228 -92107.92005208334 -231159.50399816176 -66090.31504123265 250185.86592261904 -25932.819178736598 -55180.486995967745 151291.55559082032 127963.90709263395 3697.2634858307606 1704.6821784822141 -107586.13765456386 -38744.77029401507 201883.25042613636 25537.047435619214 5676.1133618282638 -28885.873530429657 93970.97889901622 -5992.3429982739835 70521.571204360662 -9191.2701298987449
leaf_weight=770727 3513896 72 26 17074 314 84 40 66 666 2672 54 34 45 42 647 31 96 35 6138 1061 139 350 22 54 1956 1219 54 86 147 317
leaf_count=770727 3513896 72 26 17074 314 84 40 66 666 2672 54 34 45 42 647 31 96 35 6138 1061 139 350 22 54 1956 1219 54 86 147 317
internal_value=0 89.2897 2422.04 5276.78 -18815.9 -25305.3 -36644.8 -111658 -731.309 -4982.58 -22629.9 -106386 767.479 86594.7 3829.04 26024.5 91792.2 6979.12 871.816 -18008.3 -44788.1 -8328.85 38409.7 76584.6 -449.83 -7593.51 7215.32 5602.65 42280.4 -21260
internal_weight=0 804268 33541 17604 530 504 420 106 15937 8248 2027 106 6221 87 7689 904 203 701 6785 1921 510 1411 107 76 6134 3175 2959 2905 233 371
internal_count=4318164 804268 33541 17604 530 504 420 106 15937 8248 2027 106 6221 87 7689 904 203 701 6785 1921 510 1411 107 76 6134 3175 2959 2905 233 371
is_linear=0
shrinkage=0.1


Tree=2945
num_leaves=31
num_cat=0
split_feature=1 1 0 5 3 0 3 0 3 5 0 0 3 0 5 3 3 0 6 5 0 3 0 0 5 5 5 2 6 2
split_gain=7.12667e+11 9.03488e+12 2.72715e+13 4.08577e+13 3.56284e+13 5.8568e+13 3.73866e+13 4.20406e+13 5.17318e+13 3.901e+13 5.02199e+13 4.37865e+13 4.27489e+13 3.7082e+13 3.66498e+13 5.15832e+13 1.04372e+14 6.36881e+13 5.51344e+13 5.10021e+13 4.72131e+13 4.69978e+13 4.51003e+13 4.35562e+13 6.8014e+13 4.3762e+13 4.40917e+13 1.15935e+14 4.26062e+13 6.69407e+13
threshold=37.457850350000008 37.436176200000013 55.518428350000008 95.020000000000024 3.5000000000000004 55.576287050000012 8.5000000000000018 55.628356700000005 7.5000000000000009 45.005000000000003 55.91302515000001 55.87722990000001 6.5000000000000009 55.576287050000012 60.005000000000003 9.5000000000000018 14.500000000000002 55.946414150000003 1.5000000000000002 58.995000000000012 55.551692500000009 12.500000000000002 55.885524800000006 55.591389050000011 61.405000000000008 61.845000000000006 68.52500000000002 9.5000000000000018 1.5000000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 13 11 -11 12 -9 -6 19 17 18 22 20 -8 -17 -22 28 24 -18 -26 27 -27 -16 -30
right_child=-2 2 4 -5 6 -7 14 9 -10 10 -12 -13 -14 -15 15 16 23 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=34.569387022527437 -17.924246295971113 -6899.7529033512374 43334.223760775865 -113015.45494087838 -44609.799683779769 -140557.93203125001 606.66615566081407 53527.714434949543 149903.80041360293 -17817.732642996078 45506.263587816458 5593.8442613971383 -48255.845217013892 85353.005536684781 -21390.135633340062 42261.722602320428 145571.03880208332 140082.42549189818 31601.234002492223 -29963.902034561237 62222.699054276316 202619.42716827395 -154036.8097146739 14878.310105966917 -121926.94939630682 -42581.977726862984 -36358.344895833339 175507.68849158657 9779.629789896846 209703.28062500001
leaf_weight=685966 3614531 1875 29 37 42 43 8991 497 51 604 158 583 45 46 721 67 24 27 221 581 38 64 23 2329 44 65 300 39 103 20
leaf_count=685966 3614531 1875 29 37 42 43 8991 497 51 604 158 583 45 46 721 67 24 27 221 581 38 64 23 2329 44 65 300 39 103 20
internal_value=0 92.076 2324.92 -8953.25 3693.62 -66490.3 4015.83 16692.4 69767.8 12782.8 -4687.56 24616 45077 23325.3 2135.28 10065.1 16013 -11165 64480.8 -1248.9 107477 150315 -15875.2 9264.54 -18435.6 -27221.7 -16907.3 39201.6 -12110.1 42287.5
internal_weight=0 703633 17667 1912 15755 72 15683 2026 139 1887 762 1125 542 88 13657 4085 3191 894 390 9572 169 102 867 2801 472 448 404 104 844 123
internal_count=4318164 703633 17667 1912 15755 72 15683 2026 139 1887 762 1125 542 88 13657 4085 3191 894 390 9572 169 102 867 2801 472 448 404 104 844 123
is_linear=0
shrinkage=0.1


Tree=2946
num_leaves=31
num_cat=0
split_feature=5 0 5 3 1 5 1 6 1 2 1 1 0 2 1 0 3 0 1 0 3 0 5 4 0 3 5 1 0 0
split_gain=7.15631e+11 7.67929e+12 1.23662e+13 1.68071e+13 1.56872e+13 1.39235e+13 1.242e+13 9.56559e+12 1.44192e+13 1.00628e+13 7.05046e+12 3.26031e+13 3.35986e+13 2.92414e+13 3.8226e+13 6.57548e+13 3.85231e+13 4.67848e+13 6.76417e+13 6.02865e+13 6.87143e+13 5.12252e+13 5.00832e+13 4.50711e+13 3.96075e+13 4.64913e+13 3.88129e+13 3.74277e+13 3.59859e+13 5.52921e+13
threshold=84.030000000000015 63.563300600000012 123.15000000000002 6.5000000000000009 33.101335500000005 87.395000000000024 40.810045900000013 1.5000000000000002 53.243495500000009 7.5000000000000009 39.041623000000008 39.032393150000004 45.005863250000004 3.5000000000000004 39.262370300000008 44.982728700000003 24.500000000000004 51.67657710000001 39.188277450000008 51.717367500000009 7.5000000000000009 45.254062050000009 89.00500000000001 2.5000000000000004 45.112033650000008 13.500000000000002 85.020000000000024 39.694727950000008 45.022371150000005 45.005863250000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 -3 -6 -7 -5 -9 -10 11 -2 -13 -12 15 -15 17 18 21 22 -21 24 -19 -24 28 -26 -20 -16 29 -17
right_child=1 2 -4 7 5 6 -8 8 9 -11 13 12 -14 14 27 16 -18 19 26 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-11.877157356166457 -294.95766428353267 33014.305010190219 29520.032620442711 -33449.539570886955 -7691.970498511906 -137343.977125 -55955.9331953125 50743.617246259273 5734.0659852562885 -67886.694628906247 -1220.4341946031859 51275.480013992543 -21747.021847871663 -62540.182722719263 -12325.408445312765 2871.489978423198 -17101.78188894461 18066.68275457462 106676.73933971774 216626.93257812501 22991.192169774724 -27931.769697880245 102163.93766134512 -40810.744841074993 165173.29933035714 36931.762616921769 37449.169693932541 1164.7393397726787 959.1535236783177 42104.438878312409
leaf_weight=3979432 120157 23 60 68 42 25 75 59 82 24 67974 67 1058 124 2087 663 444 263 93 20 219 286 23 533 35 147 627 141421 1249 784
leaf_count=3979432 120157 23 60 68 42 25 75 59 82 24 67974 67 1058 124 2087 663 444 263 93 20 219 286 23 533 35 147 627 141421 1249 784
internal_value=0 139.533 -12800.5 -19180.4 -43600.2 -56009.6 -76302.9 -1887.48 11119.9 -10934.8 157.053 -453.605 -17398.1 498.364 1282.39 9456.15 11113.7 13648.6 18726.8 -4993.58 39195 12431.5 -17888.7 -34896.3 16442.6 61593.6 46391.1 968.556 13394.5 24128.3
internal_weight=0 338732 458 398 165 142 100 233 165 106 338274 121282 1125 216992 149018 5510 5386 4942 3884 1058 239 3164 819 556 2878 182 720 143508 2696 1447
internal_count=4318164 338732 458 398 165 142 100 233 165 106 338274 121282 1125 216992 149018 5510 5386 4942 3884 1058 239 3164 819 556 2878 182 720 143508 2696 1447
is_linear=0
shrinkage=0.1


Tree=2947
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 3 1 0 2 4 5 5 5 5 4 3 0 0 5 3 5 5 4 5 2 5 5 2 5 5
split_gain=6.95437e+11 5.74973e+12 1.38089e+13 1.19653e+13 1.37516e+13 9.04546e+12 8.92847e+12 1.26572e+13 8.94453e+12 8.68764e+12 2.24348e+13 8.51548e+12 1.79238e+13 8.25083e+12 8.52233e+12 8.01104e+12 9.662e+12 1.03402e+13 7.79303e+12 6.67984e+12 7.05282e+12 5.80648e+12 5.79928e+12 1.23419e+13 8.24203e+12 5.4129e+12 6.87433e+12 5.21968e+12 1.52797e+13 2.94894e+13
threshold=60.693675950000006 33.101335500000005 118.33500000000002 107.05000000000001 95.020000000000024 5.5000000000000009 30.102666750000001 63.563300600000012 5.5000000000000009 2.5000000000000004 68.00500000000001 57.995000000000012 56.005000000000003 45.610000000000007 1.5000000000000002 2.5000000000000004 61.785186750000001 61.674413550000004 50.005000000000003 3.5000000000000004 85.91500000000002 55.990000000000002 1.5000000000000002 37.305000000000007 3.5000000000000004 33.585000000000008 28.810000000000006 6.5000000000000009 95.020000000000024 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 15 9 10 11 12 13 22 -15 -8 17 18 -17 -11 -21 -16 23 -2 -25 26 -9 -3 29 -29
right_child=1 27 -4 -5 5 -7 7 25 -10 19 -12 -13 -14 14 21 16 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.7470004889568527 12515.883282157702 150.11311733629586 -65081.097010633675 64752.306670673075 -90102.438880208341 -5682.4984485973018 272.18367715804305 18635.297015183973 -17430.17264658352 -15275.369233586238 -59791.336291082975 40342.496673283815 -83517.678417968753 -57310.984209280301 -7821.0592159909393 -13244.47408827547 -43478.18130030777 2408.8854833595306 -39475.937007533481 18967.937586803379 72249.582812499997 44527.87444378397 21886.211035715354 -9288.4848776424642 -72960.630951980056 6213.9439947443734 -39196.053280889791 2540.0196127691343 23244.546139849906 -50017.653370949076
leaf_weight=4258578 312 46096 36 26 30 22 305 31 197 52 58 61 24 33 269 321 132 251 175 311 27 23 262 68 29 647 61 9270 349 108
leaf_count=4258578 312 46096 36 26 30 22 305 31 197 52 58 61 24 33 269 321 132 251 175 311 27 23 262 68 29 647 61 9270 349 108
internal_value=0 339.265 -3444.21 -2848.85 -3323.75 -54386.3 -2596.09 -7282.41 2625.12 5209.09 798.29 4049.17 1878.68 3936.43 -9141.5 -13691.9 -18537.3 -14130 -22499.5 18090.9 23224.2 -3697.68 10270.7 2830.03 -28324.5 2986.68 -19709.4 594.308 2699.33 1934.75
internal_weight=0 59586 3763 3727 3701 52 3649 1923 1726 1529 1139 1081 1020 996 325 1184 879 747 496 390 338 292 671 409 97 739 92 55823 9727 9378
internal_count=4318164 59586 3763 3727 3701 52 3649 1923 1726 1529 1139 1081 1020 996 325 1184 879 747 496 390 338 292 671 409 97 739 92 55823 9727 9378
is_linear=0
shrinkage=0.1


Tree=2948
num_leaves=31
num_cat=0
split_feature=2 1 1 5 5 5 0 0 0 0 5 3 4 3 1 2 4 0 4 0 5 3 0 0 3 5 3 3 1 5
split_gain=7.12663e+11 1.07333e+13 2.17928e+13 7.50643e+13 4.85794e+13 4.19625e+13 3.98173e+13 3.7976e+13 3.52728e+13 7.42362e+13 7.95477e+13 4.15834e+13 4.10484e+13 6.69447e+13 3.75686e+13 4.53834e+13 3.5344e+13 3.4292e+13 3.88077e+13 3.39901e+13 3.39112e+13 3.38262e+13 4.24115e+13 3.3107e+13 3.56038e+13 5.91775e+13 1.83835e+14 5.46726e+13 1.45678e+14 3.49888e+13
threshold=4.5000000000000009 37.328003200000005 37.457850350000008 48.035000000000004 86.02500000000002 97.050000000000011 56.338501050000012 55.591389050000011 55.664473600000008 55.727011600000004 77.715000000000018 4.5000000000000009 2.5000000000000004 8.5000000000000018 37.39371280000001 1.5000000000000002 1.5000000000000002 54.811549550000009 3.5000000000000004 55.899899800000007 98.020000000000024 6.5000000000000009 55.719391050000006 55.86787755000001 5.5000000000000009 81.910000000000011 14.500000000000002 7.5000000000000009 37.417247200000006 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -6 -3 17 -5 10 11 -10 -12 -14 15 -13 -17 18 -7 23 -9 -18 -23 -11 -25 27 -27 28 -26 -30
right_child=-2 2 -4 4 5 7 -8 20 9 19 12 14 13 -15 -16 16 21 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=649.0618904129451 -38.235006974523657 2300.4912826897717 6.2783395214792286 -5368.4817429030845 19990.370055032734 -47460.205603577211 -37099.624145273061 -74436.498169424027 58470.421265625002 -8554.6987319377877 -206152.88868243244 -115953.52214439656 -212922.39127604166 -8372.9727376302089 -47267.144922991502 -97866.220380434781 128624.79475806451 -79564.400052521014 47207.908703785215 6143.8886446523475 10049.487724862664 40664.604240431479 -99331.594039351854 918.52310501149668 128229.15424107143 304638.42812500003 -61009.548703835229 -35757.037360640956 -128511.60967881946 -270187.5027173913
leaf_weight=255537 2289827 19019 1736839 8562 1123 111 260 51 50 2765 37 29 24 48 656 23 31 119 71 1004 694 109 27 299 21 20 44 669 72 23
leaf_count=255537 2289827 19019 1736839 8562 1123 111 260 51 50 2765 37 29 24 48 656 23 31 119 71 1004 694 109 27 299 21 20 44 669 72 23
internal_value=0 43.1642 -44.1718 -2480.81 -7392.36 6566.52 1769.13 -7845.51 -9478.55 -15391.9 -39747.7 -30226.4 -120548 -76556.1 -35294.8 567.499 18352.3 -37822.2 -10529.2 -10270.1 4265.88 34358.4 12871.2 -14481.6 -28756.8 -39207.8 53255.4 -46746.2 -110124 -162812
internal_weight=0 2.02834e+06 1.7728e+06 35961 16682 2169 19279 1046 14513 5951 1034 925 109 72 875 219 190 301 182 4917 745 167 136 3913 1148 849 64 785 116 95
internal_count=4318164 2028337 1772800 35961 16682 2169 19279 1046 14513 5951 1034 925 109 72 875 219 190 301 182 4917 745 167 136 3913 1148 849 64 785 116 95
is_linear=0
shrinkage=0.1


Tree=2949
num_leaves=31
num_cat=0
split_feature=1 3 3 3 0 5 3 0 5 0 1 5 5 5 4 2 5 5 5 6 5 5 1 5 3 2 5 0 5 0
split_gain=7.21393e+11 7.56968e+12 3.01589e+13 2.02372e+13 1.98989e+13 3.84516e+13 2.01814e+13 1.97281e+13 2.0293e+13 2.41696e+13 3.29886e+13 2.0544e+13 2.42242e+13 1.99458e+13 1.81506e+13 1.98739e+13 1.99787e+13 2.02457e+13 1.73247e+13 1.73156e+13 2.64686e+13 1.66633e+13 1.66397e+13 1.54731e+13 1.53752e+13 1.4259e+13 1.93636e+13 1.36043e+13 1.19189e+13 1.16497e+13
threshold=30.226173900000003 24.500000000000004 23.500000000000004 22.500000000000004 59.863160500000006 71.00500000000001 25.500000000000004 60.035045000000004 97.050000000000011 59.982527000000012 30.160599000000001 76.730000000000018 46.810000000000009 85.91500000000002 1.5000000000000002 15.500000000000002 70.50500000000001 66.50500000000001 30.725000000000005 1.5000000000000002 52.020000000000003 76.00500000000001 30.207352000000004 102.01000000000001 25.500000000000004 21.500000000000004 51.015000000000008 59.939091550000008 26.005000000000006 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 22 -7 8 9 10 -5 12 -11 19 27 16 17 -16 -6 25 28 -22 -3 -15 -24 -9 -27 -12 -21 -4
right_child=-2 4 29 7 18 6 -8 13 -10 11 14 -13 -14 23 15 -17 -18 -19 -20 20 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-376.51932791166314 6.495214555834476 4471.8935848394303 367.41360328858161 -1965.6750539505342 -8405.2086227080908 -68259.704645647318 34768.805894886369 11188.039934339022 -44001.795161290327 -10210.394922132895 4103.179090609292 41803.070438508068 -98174.092401559014 119853.87250689339 26648.473572495408 124525.80310145787 -34515.746468749996 153445.34414062501 8967.5606840736054 -42024.108243534487 114490.31844161183 10287.052548363095 -8422.535973478618 28097.835039062502 -108220.66075721156 22770.149925595237 -108717.21712239583 84702.789359375005 27970.972072252691 -14976.523297127
leaf_weight=96498 4211803 651 664 591 681 140 22 551 93 71 129 31 56 34 34 42 25 20 3654 29 57 21 38 40 26 21 24 25 151 1942
leaf_count=96498 4211803 651 664 591 681 140 22 551 93 71 129 31 56 34 34 42 25 20 3654 29 57 21 38 40 26 21 24 25 151 1942
internal_value=0 -257.205 -448.705 -167.902 3459.23 -10278.3 -54268.2 9676.17 723.681 4785.66 11347.9 -31182.2 -48997.5 20451.9 39960.1 68943.3 39393.2 73610.3 6238.41 16136.4 37778.7 86435.6 -311.316 70256 -48965.5 6767.73 -47356.4 17187.5 16694 -11066.9
internal_weight=0 106361 101149 98543 5212 877 162 2045 1117 1024 866 158 127 928 275 121 79 54 4335 854 258 78 715 74 64 596 45 154 180 2606
internal_count=4318164 106361 101149 98543 5212 877 162 2045 1117 1024 866 158 127 928 275 121 79 54 4335 854 258 78 715 74 64 596 45 154 180 2606
is_linear=0
shrinkage=0.1


Tree=2950
num_leaves=31
num_cat=0
split_feature=3 1 2 5 5 3 5 5 3 1 1 5 2 0 2 2 5 2 0 6 5 1 0 4 2 5 0 0 3 2
split_gain=6.65106e+11 3.96961e+12 5.19586e+12 3.76028e+12 1.36924e+13 1.36845e+13 2.23284e+13 1.23349e+13 2.77268e+13 1.90885e+13 1.50496e+13 1.96651e+13 1.81038e+13 1.21142e+13 1.31679e+13 1.15303e+13 1.13554e+13 2.16652e+13 1.66478e+13 1.54931e+13 1.08029e+13 3.03862e+13 2.66903e+13 2.07227e+13 2.56605e+13 1.8826e+13 1.09585e+13 1.04017e+13 9.9667e+12 9.28274e+12
threshold=28.500000000000004 82.945329900000004 8.5000000000000018 73.010000000000005 72.010000000000005 29.500000000000004 112.04500000000002 75.015000000000015 31.500000000000004 39.143775600000005 37.559851850000008 74.010000000000005 18.500000000000004 55.86787755000001 5.5000000000000009 15.500000000000002 74.610000000000014 10.500000000000002 55.745923000000012 1.5000000000000002 77.00500000000001 37.503486000000002 56.831297550000009 2.5000000000000004 15.500000000000002 76.00500000000001 55.664473600000008 55.708120100000009 34.500000000000007 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -5 8 27 10 16 -12 -13 14 -6 -15 18 -18 -10 -20 21 28 23 24 -23 26 -25 -7 -9 -28
right_child=1 2 -4 5 13 7 -8 20 9 -11 11 12 -14 15 -16 -17 17 -19 19 -21 -22 22 -24 25 -26 -27 29 -29 -30 -31
leaf_value=3.5413143891512799 -231.40626121616461 -4995.1725510817305 57637.068590856485 -15404.970457089554 69478.782240923712 -8527.4998469172297 -121702.1713169643 -55051.287451806005 -28918.363938337054 46261.803415178576 -30864.515609294136 -30895.173372395831 -143020.48384331597 27430.883784722224 3780.3386326439854 114467.83882472827 -121579.03704427084 -13091.200127323973 81858.254226762831 -13729.186666666668 -1597.0351922138057 3846.6179054054055 -34773.874121093751 48727.697955612908 107602.15178778348 53698.223652705448 22496.718597412109 58677.301861872445 21268.414151278412 -25017.735319293482
leaf_weight=4283289 27652 26 27 335 34 37 21 77 70 35 157 24 36 45 297 23 24 79 39 30 5221 37 70 42 67 108 64 61 22 115
leaf_count=4283289 27652 26 27 335 34 37 21 77 70 35 157 24 36 45 297 23 24 79 39 30 5221 37 70 42 67 108 64 61 22 115
internal_value=0 -434.938 26911.8 -476.561 33.9861 -2591.66 -21675.3 -1532.62 -15285.1 -24924.2 -30352.4 -49474.4 -98170.4 18426.5 10528.8 56869.9 -13205.7 -38369.9 5441.09 40298.5 -134.457 12550.1 22517.3 31779.2 70689.1 19479.4 2757.08 33304.1 -38091.4 -8029.33
internal_weight=0 34875 53 34822 28051 6771 356 6415 592 494 459 217 60 399 331 68 242 103 139 69 5823 602 503 433 104 329 221 98 99 179
internal_count=4318164 34875 53 34822 28051 6771 356 6415 592 494 459 217 60 399 331 68 242 103 139 69 5823 602 503 433 104 329 221 98 99 179
is_linear=0
shrinkage=0.1


Tree=2951
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 3 0 4 5 3 5 0 5 1 1 6 1 1 5 3 4 0 1 0 1 1 1 3 5 3
split_gain=6.69468e+11 3.78222e+12 1.59578e+13 3.22317e+13 3.31453e+13 7.05547e+13 5.39424e+13 4.84249e+13 6.04912e+13 4.63582e+13 3.66842e+13 5.14695e+13 4.65565e+13 3.9879e+13 5.05101e+13 4.51434e+13 4.13304e+13 5.13019e+13 3.93185e+13 3.17879e+13 3.03818e+13 3.01726e+13 2.91614e+13 2.68967e+13 2.6736e+13 2.03743e+13 4.36017e+13 4.27464e+13 3.033e+13 3.24336e+13
threshold=14.500000000000002 55.777112100000004 55.820531900000013 37.752451500000006 37.712318250000003 23.500000000000004 55.806974650000008 1.5000000000000002 56.835000000000008 30.500000000000004 55.405000000000008 55.784980300000008 53.705000000000005 37.615058950000012 37.503486000000002 1.5000000000000002 37.533784800000006 37.582182450000005 36.305000000000007 23.500000000000004 1.5000000000000002 55.806974650000008 37.737121850000008 55.806974650000008 37.620907050000007 37.475443250000005 37.39371280000001 21.500000000000004 64.020000000000024 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 22 9 8 24 10 12 -12 13 14 -3 19 18 -18 -16 -15 -20 -7 -6 -24 -8 26 -9 -27 29 -29
right_child=1 2 -4 -5 5 21 7 25 -10 -11 11 -13 -14 15 16 -17 17 -19 20 -21 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-11.475072719639835 -150.6029310436225 10839.977624237166 196.90760221259066 -250.35280290936004 212820.09017857141 3978.9078889308644 12835.811881441512 -20231.346391914423 137397.82126266891 -20421.154347040883 2900.5528912058553 56423.817470557595 -50917.570941938924 12982.987399600599 -15979.414775815218 -123897.80296875001 -9272.5267118013835 137294.42842741936 157027.89076915925 -117105.25848214288 33325.848437500004 45904.355384445196 13737.501769301471 134032.74166825457 -47119.270168957082 -146919.52235383066 48736.13888065733 -115314.89492187501 359.47163341314723 -31367.570286349372
leaf_weight=3980118 195449 578 129965 7512 21 521 716 437 37 292 269 541 110 178 23 35 104 31 84 21 26 256 34 41 83 31 116 57 239 239
leaf_count=3980118 195449 578 129965 7512 21 521 716 437 37 292 269 541 110 178 23 35 104 31 84 21 26 256 34 41 83 31 116 57 239 239
internal_value=0 135.106 526.71 3919.9 10038.5 27784.8 6390.56 -5812.19 12396.2 16799.1 22233.3 38648.8 11059.7 17372.1 27478.2 -19165.2 63362.2 24383.6 102927 -744.918 127789 17792.2 108663 79498.9 6607.69 -19415.6 -5764.39 -32753.3 -26138.1 -47533.1
internal_weight=0 338046 142597 12632 5120 873 4247 1955 836 2292 2000 810 1190 1080 846 234 268 135 133 199 110 777 96 75 799 1119 553 566 535 296
internal_count=4318164 338046 142597 12632 5120 873 4247 1955 836 2292 2000 810 1190 1080 846 234 268 135 133 199 110 777 96 75 799 1119 553 566 535 296
is_linear=0
shrinkage=0.1


Tree=2952
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 5 3 1 1 3 0 3 5 0 1 5 5 3 0 3 5 0 3 0 1 0 5 0
split_gain=6.60688e+11 1.06016e+13 2.38857e+13 8.95357e+13 7.14077e+13 5.72611e+13 5.00343e+13 3.0379e+13 2.91189e+13 5.57149e+13 4.68792e+13 4.53823e+13 2.99284e+13 2.65897e+13 2.58159e+13 3.29813e+13 3.37757e+13 3.94107e+13 2.53078e+13 2.37727e+13 2.16071e+13 2.09981e+13 2.21449e+13 2.08633e+13 1.97537e+13 3.80777e+13 2.71844e+13 2.94681e+13 2.40342e+13 3.33856e+13
threshold=60.58031445000001 57.550671000000001 56.367862600000002 55.02863030000001 56.791364150000007 55.050600750000008 55.020029900000004 67.990000000000023 18.500000000000004 60.479177250000006 60.528664650000003 26.500000000000004 56.758269450000007 22.500000000000004 71.00500000000001 56.782419000000012 60.528664650000003 103.45000000000002 65.905000000000015 10.500000000000002 55.664473600000008 25.500000000000004 44.905000000000008 55.518428350000008 5.5000000000000009 57.945214300000011 59.76223980000001 57.057093650000006 93.00500000000001 56.831297550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 18 19 20 9 -4 12 13 -10 -12 -11 16 17 -16 -5 -3 23 22 -15 -7 25 26 27 -6 -28 -30
right_child=-2 2 4 5 24 7 -8 -9 10 14 11 -13 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=8.5034444061470982 56.005665369676507 1876.6911802605887 352.71629642855459 -28290.219108513978 -40204.569619781396 -6480.0571263257298 120460.08450892857 -31954.47979798248 75679.916055636932 10314.915238243768 -2436.8329330444335 21411.426010250121 9380.7474244138284 -11274.865050078603 61806.533127575021 14405.592005234692 22792.672904065861 209000.61906250002 -70114.038620549996 -17385.544439058223 -33588.49011263685 -3372.1141310558833 -43273.150534963534 47387.824293664387 -3489.0636478260772 -7924.6318474775417 1867.9190529173375 17721.864897697204 77733.581216796869 4836.1204806536616
leaf_weight=2803895 1415764 10584 6091 813 301 4768 35 552 72 6138 892 387 1253 328 201 988 279 20 176 682 294 337 635 73 34620 4918 22675 124 100 169
leaf_count=2803895 1415764 10584 6091 813 301 4768 35 552 72 6138 892 387 1253 328 201 988 279 20 176 682 294 337 635 73 34620 4918 22675 124 100 169
internal_value=0 -27.319 -1046.99 -4342.74 -311.247 -13524.8 1081.5 -9662.65 5315.19 7483.88 -2304.66 -10159.1 12983.4 -15733 13179.6 24996.6 45924.6 75127.3 -35733.1 710.63 -7266.33 -24856.2 -32374.5 -5667.75 -1887.28 73.1192 1756.24 -23303.7 2220.44 31935.5
internal_weight=0 2.9024e+06 98505 17977 80528 6676 11301 5687 17621 13717 3904 2579 1325 2192 7626 1488 500 221 989 11266 5135 1300 963 4841 62907 28287 23369 425 22944 269
internal_count=4318164 2902400 98505 17977 80528 6676 11301 5687 17621 13717 3904 2579 1325 2192 7626 1488 500 221 989 11266 5135 1300 963 4841 62907 28287 23369 425 22944 269
is_linear=0
shrinkage=0.1


Tree=2953
num_leaves=31
num_cat=0
split_feature=3 5 6 5 4 5 5 0 3 4 0 2 5 2 0 5 5 2 5 2 1 0 5 3 3 0 0 5 1 0
split_gain=6.60985e+11 4.77626e+12 1.12176e+13 4.72116e+13 1.62349e+13 4.23948e+13 2.13799e+13 1.40659e+13 5.82748e+13 6.56183e+13 2.74389e+13 3.71555e+13 3.97569e+13 3.60155e+13 1.78081e+13 1.60611e+13 2.89642e+13 2.16521e+13 2.99603e+13 3.00819e+13 2.18672e+13 2.00531e+13 1.37692e+13 3.18161e+13 2.29477e+13 2.52928e+13 2.66909e+13 2.45254e+13 3.1352e+13 4.94731e+13
threshold=10.500000000000002 39.355000000000011 1.5000000000000002 38.905000000000008 1.0000000180025095e-35 27.010000000000002 39.025000000000013 43.592450450000008 14.500000000000002 1.0000000180025095e-35 43.056445700000005 10.500000000000002 31.990000000000006 2.5000000000000004 43.465905150000005 31.010000000000002 29.985000000000003 3.5000000000000004 36.305000000000007 5.5000000000000009 39.925119750000007 43.514103700000014 36.305000000000007 18.500000000000004 15.500000000000002 55.576287050000012 59.939091550000008 35.985000000000007 37.737121850000008 55.551692500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -7 8 9 14 -11 13 -13 -12 -2 16 -15 -17 19 -19 -20 -21 24 -24 25 -9 -27 -26 29 -29
right_child=1 -3 4 -5 -6 6 -8 22 -10 10 11 12 -14 15 -16 17 -18 18 20 21 -22 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=30.460529119764061 -94671.433984375006 -155.4649652545589 1324.3595465810865 5616.2860632083675 1138.3685840797334 -5412.9766175306941 58208.910134139158 -7488.0520471693126 -17793.562327201911 -18169.736708984376 156553.48548387096 59952.241249999999 259343.47843749999 20621.544334193641 -4739.7984786184215 115902.04504076087 170330.43378906252 -121996.05172526043 -672.11371527777783 -47676.941433189662 121526.31833496095 69922.893965517243 127.76794534072349 -4495.8672275356312 -11.89693291465319 1603.6970452629953 -6294.1292689387419 -30244.15727086601 775.88486017509661 14950.756320427317
leaf_weight=2688514 31 1182880 27794 12804 182203 15497 53 8026 347 40 31 20 20 28 76 23 24 24 27 29 32 29 32856 27206 109008 13811 6200 259 6536 3736
leaf_count=2688514 31 1182880 27794 12804 182203 15497 53 8026 347 40 31 20 20 28 76 23 24 24 27 29 32 29 32856 27206 109008 13811 6200 259 6536 3736
internal_value=0 -50.2522 228.312 -277.642 724.566 -1014.92 -5196.13 -639.729 12755.3 37180.3 59422.9 70237.2 159648 55757.7 -30794.8 41291.7 89718 25937 11261.9 -27838.7 65605 11123 -690.112 -1966.58 -170.603 -2745.45 -843.283 433.307 5041.68 12020.7
internal_weight=0 1.62965e+06 446770 221223 225547 43344 15550 208419 781 434 327 287 40 247 107 216 52 164 141 82 59 58 207638 60062 147576 28037 20011 119539 10531 3995
internal_count=4318164 1629650 446770 221223 225547 43344 15550 208419 781 434 327 287 40 247 107 216 52 164 141 82 59 58 207638 60062 147576 28037 20011 119539 10531 3995
is_linear=0
shrinkage=0.1


Tree=2954
num_leaves=31
num_cat=0
split_feature=4 1 0 5 5 3 0 0 5 5 0 0 3 1 0 1 1 3 5 6 5 2 5 1 1 1 0 2 5 5
split_gain=7.07426e+11 7.3804e+12 8.37062e+12 2.11978e+13 2.05825e+13 1.32645e+13 2.4208e+13 1.93923e+13 1.89487e+13 1.23536e+13 1.17204e+13 1.48931e+13 4.13597e+13 3.5516e+13 2.2247e+13 3.55067e+13 5.40446e+13 4.1104e+13 2.83018e+13 2.00409e+13 2.17083e+13 1.82039e+13 1.55842e+13 1.55836e+13 1.5686e+13 1.55479e+13 1.40971e+13 1.55543e+13 3.83083e+13 2.54009e+13
threshold=-1.0000000180025095e-35 39.110397700000007 44.874285750000006 84.030000000000015 61.845000000000006 8.5000000000000018 59.982527000000012 59.963407450000012 23.035000000000004 225.45000000000002 55.820531900000013 55.762622900000004 5.5000000000000009 37.792847950000002 55.751981950000008 37.597123000000003 37.66934650000001 6.5000000000000009 22.030000000000005 1.5000000000000002 32.910000000000004 1.5000000000000002 29.985000000000003 38.096381250000007 37.620907050000007 37.620907050000007 59.846652800000008 4.5000000000000009 52.405000000000008 32.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 10 11 14 19 21 -4 -16 17 18 25 -13 23 -14 -20 24 -21 -17 -12 28 -28 -29
right_child=-2 -3 5 -5 -6 -7 -8 8 -10 -11 26 12 13 -15 15 16 -18 -19 22 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=6437.2238096580613 -9.9111457929481297 531.00902731452152 -5171.1223599783389 -80051.253738839296 106060.19287574406 -102.68359484928449 16426.089846602397 -6840.6446068992082 -82504.757688854588 63817.811979166669 6038.7984191060868 70459.967790178576 -20302.580561619179 50933.073137718027 -18126.831042139493 104027.68790656888 -42333.830207331732 -4531.8720473345593 202770.97893518521 5590.795031765485 -76092.910864825579 -58575.253835925221 87910.260714285716 61004.389039442271 -16859.343409082692 29908.670499067168 -5006.9790580226363 3845.7749393503291 -78144.117172983533 88165.604452237225
leaf_weight=1666 4073891 169320 8372 28 21 56944 597 71 62 27 2233 35 204 43 179 49 65 68 27 617 43 318 21 36 628 67 2224 190 74 44
leaf_count=1666 4073891 169320 8372 28 21 56944 597 71 62 27 2233 35 204 43 179 49 65 68 27 617 43 318 21 36 628 67 2224 190 74 44
internal_value=0 165.294 -660.861 6245.04 7677.34 -822.575 -3338.44 -4090.14 -42112.6 -3765.22 -3882.67 -5709.38 -13683.2 -36422.2 -3975.48 17053.8 38256.9 60836.2 87940.1 -4229.5 -6203.92 -43618.1 152519 -3857.92 -5733.45 61217.6 246.891 -4861.06 -7362.13 19700.8
internal_weight=0 244273 74953 1715 1687 73238 16294 15697 133 15564 15537 10772 1924 565 8848 476 297 232 164 1359 1324 522 48 1281 1245 116 4765 2532 2298 234
internal_count=4318164 244273 74953 1715 1687 73238 16294 15697 133 15564 15537 10772 1924 565 8848 476 297 232 164 1359 1324 522 48 1281 1245 116 4765 2532 2298 234
is_linear=0
shrinkage=0.1


Tree=2955
num_leaves=31
num_cat=0
split_feature=1 5 5 2 0 0 5 0 5 1 1 6 3 1 1 5 1 3 4 5 2 2 3 2 4 1 0 5 2 2
split_gain=6.41426e+11 3.162e+12 1.16383e+13 2.03844e+13 1.2777e+13 2.43548e+13 2.04815e+13 3.5965e+13 1.03283e+13 1.05367e+13 9.52401e+12 9.51342e+12 9.6214e+12 9.20035e+12 1.9182e+13 9.11968e+12 8.87156e+12 8.14935e+12 7.85623e+12 1.62313e+13 7.6613e+12 7.63333e+12 1.73174e+13 9.72531e+12 7.45965e+12 7.21915e+12 3.43701e+13 1.29536e+13 9.29768e+12 1.00571e+13
threshold=83.000022850000008 39.995000000000012 38.610000000000007 1.5000000000000002 55.030402950000003 55.061033200000004 38.905000000000008 55.002082750000007 41.305000000000007 83.015546400000019 83.011163250000024 1.5000000000000002 9.5000000000000018 83.003420700000007 83.003542850000017 39.005000000000003 83.053286850000021 26.500000000000004 1.5000000000000002 64.405000000000015 7.5000000000000009 1.5000000000000002 10.500000000000002 2.5000000000000004 1.0000000180025095e-35 83.006817700000013 55.017213950000006 38.210000000000008 8.5000000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 13 6 -6 7 -5 9 11 -8 20 -13 15 -15 24 -11 -10 -19 -20 -3 -14 23 -23 -4 26 -2 28 -28 -30
right_child=1 8 3 4 5 -7 10 -9 17 16 -12 12 21 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=14.497208914855271 -64.337540605088819 -7761.9722016081687 37236.928381849313 -6156.5970651839452 22821.414088792069 -1625.1072879396427 -5075.0191502625694 -57545.786648779809 -25.407481627627888 -6271.8559770507818 -1118.0430441352657 -15784.571986060049 3796.5510748821757 16450.962227971973 1417.8270746489436 -12652.091315748325 2480.8005209815228 -23469.004260853733 31796.950600818454 -14611.542620643871 12316.863464781747 64493.836503223705 9061.5326726699986 27881.833747114702 -14890.287002840909 -368.13981985408623 8628.2221224541281 -28660.072718178355 33223.251908052887 11162.098816888403
leaf_weight=3782924 19432 479 73 457 520 1884 15357 194 356649 1300 10072 102 368 970 6792 662 10604 290 105 267 315 93 554 330 44 103768 2635 82 364 478
leaf_count=3782924 19432 479 73 457 520 1884 15357 194 356649 1300 10072 102 368 970 6792 662 10604 290 105 267 315 93 554 330 44 103768 2635 82 364 478
internal_value=0 -102.462 -468.499 -2028.23 -3313.09 3662.83 -3956.11 -21470.7 58.9324 2709.15 -3507.73 8999.53 13825.9 2256.73 3296.48 -8103.42 1524.95 -45.9828 -11130.8 -1512.37 203.813 16071.5 20695 35931.3 17633.5 -12.9171 1590.35 10624.9 11551.4 20699.2
internal_weight=0 535240 163784 37025 28484 2404 26080 651 371456 14145 25429 2241 1447 8541 7762 779 11904 357311 662 372 794 1345 977 423 117 126759 22991 3559 3477 842
internal_count=4318164 535240 163784 37025 28484 2404 26080 651 371456 14145 25429 2241 1447 8541 7762 779 11904 357311 662 372 794 1345 977 423 117 126759 22991 3559 3477 842
is_linear=0
shrinkage=0.1


Tree=2956
num_leaves=31
num_cat=0
split_feature=4 5 5 3 3 0 1 0 5 6 2 1 1 1 5 5 3 2 1 1 5 2 1 1 3 1 1 1 5 0
split_gain=6.74923e+11 6.99853e+12 2.09087e+13 1.54568e+13 1.44957e+13 3.51618e+13 2.19065e+13 1.44547e+13 1.09205e+13 1.56182e+13 2.80224e+13 2.59118e+13 2.93147e+13 1.778e+13 1.12693e+13 1.54089e+13 2.23028e+13 1.71379e+13 2.07033e+13 1.45973e+13 1.0049e+13 2.62915e+13 1.25684e+13 1.92337e+13 1.67768e+13 1.56399e+13 1.1242e+13 9.82746e+12 1.01047e+13 1.65106e+13
threshold=-1.0000000180025095e-35 63.005000000000003 63.145000000000003 4.5000000000000009 3.5000000000000004 57.60800230000001 37.098288800000006 43.514103700000014 59.025000000000013 1.5000000000000002 8.5000000000000018 57.550671000000001 39.003296000000006 37.214886200000009 60.005000000000003 62.995000000000012 9.5000000000000018 3.5000000000000004 47.554129950000011 37.998366300000008 68.00500000000001 21.500000000000004 37.503486000000002 37.642309100000013 9.5000000000000018 38.151577750000008 86.067573200000012 83.015546400000019 70.00500000000001 54.864040150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 6 -6 -4 -8 -1 13 14 12 -12 -10 19 17 -17 18 -16 -11 21 22 24 -24 -5 -25 27 -22 -29 -30
right_child=-2 2 3 20 5 -7 7 -9 9 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 26 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=87.48630549102927 -9.6807859597881691 37954.551724054785 -85579.623527644231 -20438.696263586957 22250.41733879321 140104.7990513393 -56016.138092672423 18795.960221539513 -105305.61917782738 -96041.209986413058 36672.556250000001 14903.187798200335 195187.16789062502 -12522.110439138924 127942.43646334135 -111300.8543478261 2202.4785477120536 -8006.5257730263156 25969.370801930148 -13156.550816120982 -1001.2985732069116 118661.3441015625 -42260.64744886462 84617.353417968756 86267.419435975607 3736.0873923816107 22527.919199119609 -43193.144771501662 -47908.85332728795 19440.001438551681
leaf_weight=226726 4073891 162 26 23 264 28 29 236 21 23 28 112 20 1251 26 23 70 95 85 279 7882 20 91 24 41 6218 197 113 56 104
leaf_count=226726 4073891 162 26 23 264 28 29 236 21 23 28 112 20 1251 26 23 70 95 85 279 7882 20 91 24 41 6218 197 113 56 104
internal_value=0 161.452 2216.84 1839.72 17810.2 33551.5 2014.81 10609 22.0603 -7274.44 4057.35 41248.3 102720 -14053.9 -5843.75 7918.17 -25868.2 23171.3 49855 -19469 1209.29 4185.16 3827.26 3381.67 47919.9 4047.07 -1077.13 -1647.36 -20300.2 -4132.1
internal_weight=0 244273 15514 15352 583 292 291 265 228759 2033 761 160 48 1272 601 299 93 206 111 302 14769 6417 6397 6333 64 6242 8352 8155 273 160
internal_count=4318164 244273 15514 15352 583 292 291 265 228759 2033 761 160 48 1272 601 299 93 206 111 302 14769 6417 6397 6333 64 6242 8352 8155 273 160
is_linear=0
shrinkage=0.1


Tree=2957
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 1 3 0 0 0 1 1 0 1 1 2 3 0 0 1 0 0 0 0 0 3 1 1 5
split_gain=6.48546e+11 6.6223e+12 2.77632e+13 2.96145e+13 2.05069e+13 3.13764e+13 2.8274e+13 2.68574e+13 3.90907e+13 7.22325e+13 2.83158e+13 3.47491e+13 2.6968e+13 2.58067e+13 3.61204e+13 6.57426e+13 3.01019e+13 2.77448e+13 2.5704e+13 3.84958e+13 4.22391e+13 1.87514e+13 3.77801e+13 1.85396e+13 1.71842e+13 1.66475e+13 3.46963e+13 1.64922e+13 1.59999e+13 1.581e+13
threshold=36.715000000000011 34.010000000000012 37.869926150000005 78.608766650000021 21.500000000000004 37.362912300000012 30.410108300000001 24.500000000000004 55.762622900000004 55.755036050000008 55.777112100000004 37.542000650000013 37.457850350000008 55.695992150000002 37.582182450000005 37.692869000000009 14.500000000000002 22.500000000000004 59.963407450000012 59.882016200000002 30.502469200000004 55.645049100000001 55.664473600000008 55.601678500000013 55.812836050000008 55.727011600000004 25.500000000000004 49.964253350000007 37.752451500000006 35.710000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 27 -3 6 -6 8 9 13 -10 12 -12 -7 -15 16 17 -16 19 20 -8 29 -23 -22 -13 26 28 -4 -24 -9
right_child=-2 2 3 -5 5 7 18 21 10 -11 11 24 -14 14 15 -17 -18 -19 -20 -21 23 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=74.850711782924506 20.367807505794573 36.296491204493741 -1243.9979961714726 1559.8286431039189 5911.1782455100902 14995.233534434145 42818.152912852966 7037.0279482144833 -108926.48197079613 213469.42038352272 -15884.823197049873 77544.295458984372 48165.243468713248 -57722.123908943962 57485.356196120687 22131.780833663575 41735.056764322915 173332.81315104169 -14730.321122705853 9038.1534691759134 68258.37794315732 28437.440558103597 -63272.976062807829 -12147.910079720459 -8682.2201392529296 8205.9297537413131 2119.0636883315779 -3783.1204900219659 25192.059684244792 -15677.215338253016
leaf_weight=712562 3383571 54783 82268 28389 5949 497 153 564 21 22 86 24 279 29 29 207 45 72 1575 2427 29 781 138 2568 625 2066 586 37124 24 671
leaf_count=712562 3383571 54783 82268 28389 5949 497 153 564 21 22 86 24 279 29 29 207 45 72 1575 2427 29 781 138 2568 625 2066 586 37124 24 671
internal_value=0 -73.739 -550.606 -1343.23 1026.96 3814.85 884.637 9315.39 19266.9 34496.6 6008.92 8389.23 33074 30017.2 49561.4 58375.1 109761 140070 -3544.11 -140.924 -8241.88 5326.56 8978.53 -11250 -5493.57 3577.88 -9204.93 -2033.52 -50167 -5304.07
internal_weight=0 934593 222031 147781 74250 19467 12701 6766 1936 901 1035 1014 365 879 382 353 146 101 6752 5177 2750 4830 3595 2597 649 2814 748 119392 162 1235
internal_count=4318164 934593 222031 147781 74250 19467 12701 6766 1936 901 1035 1014 365 879 382 353 146 101 6752 5177 2750 4830 3595 2597 649 2814 748 119392 162 1235
is_linear=0
shrinkage=0.1


Tree=2958
num_leaves=31
num_cat=0
split_feature=1 2 3 0 1 0 0 5 1 5 3 2 1 5 3 5 1 5 4 3 5 3 6 5 5 0 6 3 5 0
split_gain=6.79534e+11 7.21833e+12 7.74222e+12 7.2996e+12 1.25958e+14 6.37266e+13 3.48404e+13 9.05357e+13 3.78793e+13 3.37681e+13 5.84389e+13 3.72363e+13 3.24142e+13 2.96088e+13 2.63514e+13 2.55104e+13 2.26627e+13 1.99723e+13 1.59743e+13 1.59268e+13 1.65546e+13 1.43856e+13 1.36596e+13 1.32375e+13 1.32049e+13 1.10796e+13 6.43871e+13 4.70118e+13 4.3598e+13 4.92091e+13
threshold=30.226173900000003 17.500000000000004 25.500000000000004 59.609407350000005 30.102666750000001 58.242297500000006 59.755965500000009 74.010000000000005 30.102666750000001 62.015000000000008 9.5000000000000018 7.5000000000000009 28.619594500000002 62.015000000000008 5.5000000000000009 79.730000000000018 30.160599000000001 35.305000000000007 2.5000000000000004 5.5000000000000009 89.00500000000001 7.5000000000000009 1.5000000000000002 79.010000000000005 85.020000000000024 59.834458500000004 1.5000000000000002 10.500000000000002 82.00500000000001 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 12 -6 7 8 9 17 -11 -12 -1 14 -14 21 -10 -5 -15 23 -21 -7 -18 -20 -17 26 27 -8 -28 -30
right_child=-2 2 -4 6 5 15 25 -9 16 10 11 -13 13 18 -16 24 22 -19 19 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=415.27286218601796 6.3039581647941754 4721.784192147913 -14965.364156203497 12074.921457227072 -81780.399351917615 30560.418310372988 35645.95102267179 -70295.617801675457 -64239.302756714671 3739.8362484580593 63889.020312500004 238903.00464843749 -11146.974443192916 -73490.547467672426 27105.517467322719 168644.3359375 2338.9668476055194 -13258.146985942603 -45118.469157994696 42146.306596848066 -53881.821108774042 61905.588439083615 -50937.272042410717 19691.250032552085 69836.333747944082 -1147.4530181713112 -302.70724627396697 4521.7765013520248 -62514.794594277104 17096.799444314707
leaf_weight=36833 4211803 4095 210 480 44 702 880 249 153 114 31 20 1342 87 208 21 154 885 253 58 26 185 70 36 38 52891 4860 1082 239 115
leaf_count=36833 4211803 4095 210 480 44 702 880 249 153 114 31 20 1342 87 208 21 154 885 253 58 26 185 70 36 38 52891 4860 1082 239 115
internal_value=0 -249.631 3761.44 -418.829 638.194 35861.5 -1095.5 -13585.4 -6180.68 815.335 43545.2 132522 -259.551 -12625.6 -6013.74 41333.3 -34573 -4349.82 -34904.8 -25904.9 12423.3 37098 -14309.9 -37045.3 105005 -647.194 3039.99 18481.7 -2770.63 -36652.3
internal_weight=0 106361 4305 102056 39833 990 62223 2156 1907 1530 165 51 38843 2010 1550 946 377 1365 460 373 84 887 224 289 59 60067 7176 1962 5214 354
internal_count=4318164 106361 4305 102056 39833 990 62223 2156 1907 1530 165 51 38843 2010 1550 946 377 1365 460 373 84 887 224 289 59 60067 7176 1962 5214 354
is_linear=0
shrinkage=0.1


Tree=2959
num_leaves=31
num_cat=0
split_feature=1 1 5 0 6 3 0 3 0 5 2 0 3 3 3 4 5 5 5 3 3 2 2 2 5 0 0 0 0 2
split_gain=6.80122e+11 1.33098e+13 4.73144e+13 5.74594e+13 5.07901e+13 1.03596e+14 8.64356e+13 5.19281e+13 4.09834e+13 3.95378e+13 3.45187e+13 4.10639e+13 6.77503e+13 6.48693e+13 1.13774e+14 3.28719e+13 5.32961e+13 6.60526e+13 4.98803e+13 1.18719e+14 1.12587e+14 8.71706e+13 4.89681e+13 9.45109e+13 3.80247e+13 7.71579e+13 3.04564e+13 2.40148e+13 5.52321e+13 6.17119e+13
threshold=82.91993380000001 82.911991800000024 48.035000000000004 54.986619450000006 1.5000000000000002 23.500000000000004 55.055104550000003 11.500000000000002 54.970187400000007 76.00500000000001 14.500000000000002 55.030402950000003 9.5000000000000018 14.500000000000002 16.500000000000004 3.5000000000000004 150.04500000000004 107.05000000000001 103.45000000000002 5.5000000000000009 8.5000000000000018 3.5000000000000004 4.5000000000000009 2.5000000000000004 101.05000000000001 55.020029900000004 55.061033200000004 55.034903650000011 55.020029900000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 10 15 9 -4 -8 11 -5 -13 -14 -15 18 17 -17 24 -20 21 -21 23 -19 27 -26 -16 28 -6 -30
right_child=-2 2 3 4 6 -7 7 -9 -10 -11 -12 12 13 14 26 16 -18 22 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=6.411216159265094 -76.142347430979754 -2045.9065497574004 3914.2385795432756 90131.255793128657 -3449.7234513866811 9913.1028393398574 -10274.21802763939 15964.029044050512 -25715.810248282047 -63693.74214228952 113319.93189709597 -90245.160403963411 105964.95389880164 -124029.28390957449 -60102.54540127841 -1783.3650478265224 -14571.270838341348 24260.864438657409 -174470.80284090911 305401.57500000001 -17656.548436587324 10154.951523437499 54506.473573811854 261923.99756747158 2397.6770833333335 244168.125 65292.291456585168 9067.5412689873174 45614.874494621668 205510.38509615386
leaf_weight=3378115 922489 9443 1426 171 258 1251 256 246 694 302 99 41 118 47 22 78 104 27 44 20 428 20 72 44 33 22 162 1769 337 26
leaf_count=3378115 922489 9443 1426 171 258 1251 256 246 694 302 99 41 118 47 22 78 104 27 44 20 428 20 72 44 33 22 162 1769 337 26
internal_value=0 20.6853 2766.67 8365.42 13367.9 26824.7 7074.22 -22311.6 -5785.41 -39185.9 58879.8 49272.7 31357.8 45643.5 14830 14272.9 44460.5 72240.1 10955.1 -17426.9 -2662.12 157778 112617 171545 16898.5 99105.9 50299.4 15006.7 31925 57067.4
internal_weight=0 3.39568e+06 17560 8117 5997 1911 4086 804 2120 558 660 561 390 349 231 3282 325 221 2957 512 468 40 143 71 2445 55 184 2390 621 363
internal_count=4318164 3395675 17560 8117 5997 1911 4086 804 2120 558 660 561 390 349 231 3282 325 221 2957 512 468 40 143 71 2445 55 184 2390 621 363
is_linear=0
shrinkage=0.1


Tree=2960
num_leaves=31
num_cat=0
split_feature=5 1 1 0 5 3 3 5 2 6 2 3 3 3 6 0 0 3 2 3 0 5 1 0 2 3 4 2 2 0
split_gain=6.79494e+11 3.75281e+12 2.30607e+13 4.67181e+13 1.89628e+13 1.66404e+13 1.76168e+13 1.77423e+13 1.06071e+13 2.01179e+13 1.77581e+13 2.80585e+13 4.99072e+13 2.23217e+13 2.39104e+13 2.41866e+13 3.35325e+13 2.58894e+13 4.52263e+13 2.8408e+13 2.12207e+13 2.64119e+13 2.10986e+13 1.88831e+13 1.78815e+13 2.53451e+13 1.98683e+13 1.73647e+13 1.63866e+13 1.52988e+13
threshold=100.05000000000001 61.365473900000005 65.520339550000017 55.061033200000004 107.05000000000001 3.5000000000000004 5.5000000000000009 116.06000000000002 17.500000000000004 1.5000000000000002 9.5000000000000018 12.500000000000002 15.500000000000002 11.500000000000002 1.5000000000000002 57.131524800000008 57.157092150000004 8.5000000000000018 4.5000000000000009 9.5000000000000018 55.160271200000004 161.85000000000002 61.396377350000009 55.160271200000004 5.5000000000000009 15.500000000000002 3.5000000000000004 5.5000000000000009 6.5000000000000009 55.173809400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8 10 -10 13 -12 -13 14 -9 17 -17 18 22 -19 21 28 -16 -14 26 -26 -15 -20 -21 -24
right_child=1 2 -4 4 5 6 7 8 9 -11 11 12 23 24 15 16 -18 19 27 20 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=6.6724875130912622 98.882102960930553 -123226.24684244793 -346.78486056091816 5086.4515450529434 28880.060138290231 -48951.443985562713 -27534.013541938424 -80074.115234375 -9184.4816607306984 117211.61281250001 -94334.14341517858 95375.666567095599 -79783.593579489097 -138077.98869977679 -140447.72055288462 -85407.867424665194 27261.771951660161 68444.973635439514 117361.83518880208 52341.616748951106 -9435.7365773581296 145847.64296875001 28187.300162760421 -1726.5773341444674 -74631.588857289913 27951.153464673916 -27063.09136384663 -8803.2898046874998 -46967.409537760424 -82531.538431490393
leaf_weight=4199349 87706 36 28448 736 87 148 554 30 34 20 56 34 63 28 26 56 50 141 24 54 163 22 24 61 37 69 38 20 24 26
leaf_count=4199349 87706 36 28448 736 87 148 554 30 34 20 56 34 63 28 26 56 50 141 24 54 163 22 24 61 37 69 38 20 24 26
internal_value=0 -235.83 -1179.49 -10081.7 -8529.97 -13835.3 -15897.5 -12939.9 -5589.74 37628.9 -7820.91 -33512.3 -11955.2 -1212.8 7148.9 11302.4 -32261.8 20115 -20669.6 32229.2 12813.1 49078.8 -67381.1 -41384.6 -33298.4 -7856.03 -74160.3 60014.1 21785 -29386.5
internal_weight=0 118815 31109 2661 2625 1889 1802 1654 1100 54 1046 214 158 832 660 630 106 524 120 404 263 100 76 124 172 106 66 44 78 50
internal_count=4318164 118815 31109 2661 2625 1889 1802 1654 1100 54 1046 214 158 832 660 630 106 524 120 404 263 100 76 124 172 106 66 44 78 50
is_linear=0
shrinkage=0.1


Tree=2961
num_leaves=31
num_cat=0
split_feature=5 0 0 0 3 3 2 1 1 1 3 5 0 1 1 5 4 5 3 2 1 1 4 2 3 3 0 1 3 5
split_gain=6.87836e+11 6.55415e+12 3.03764e+13 4.13121e+13 1.00162e+14 8.03031e+13 9.07055e+13 5.59958e+13 7.01288e+13 6.37436e+13 7.01768e+13 3.789e+13 2.88117e+13 7.61076e+13 4.93427e+13 6.65831e+13 6.24109e+13 6.23363e+13 5.63825e+13 5.54168e+13 4.00352e+13 3.07386e+13 2.84511e+13 3.35875e+13 3.21368e+13 2.8323e+13 2.82445e+13 5.52931e+13 5.00661e+13 4.58889e+13
threshold=84.030000000000015 55.751981950000008 55.784980300000008 55.801980100000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 37.582182450000005 37.737121850000008 37.792847950000002 8.5000000000000018 92.035000000000011 55.812836050000008 37.314272700000011 37.457850350000008 105.35000000000001 2.5000000000000004 118.33500000000002 21.500000000000004 4.5000000000000009 49.148175700000003 37.362912300000012 3.5000000000000004 1.5000000000000002 6.5000000000000009 32.500000000000007 55.777112100000004 37.832345550000007 8.5000000000000018 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 4 5 -4 -7 -6 -9 10 -10 -3 13 -5 15 16 -15 -17 19 -19 25 -18 -11 -24 -25 -16 28 -28 29 -13
right_child=1 2 3 12 7 6 -8 8 9 22 -12 26 -14 14 20 17 21 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-11.644219880989876 469.61835436545454 -18210.552680259945 -34786.908945312505 116570.33983043324 57493.309577207212 351898.23934659094 70786.684895833343 -91311.672318412166 157680.37761314656 8710.3531856030913 7948.7761718750007 126675.49167798914 -247.29754242478253 -119488.77209201391 9155.6249164334567 -182135.68476562502 -20398.781703125002 -87616.715625000012 -185134.28703125002 123106.99536132812 -30259.57138396446 91635.125520833346 -119340.958125 -45241.310611607143 7579.1265946657095 -61522.44316726434 109492.72069052419 -27669.15324855845 -3409.0238482803052 22062.046664338573
leaf_weight=3979432 215412 2119 20 44 216 22 24 74 58 2571 68 46 112702 36 804 60 50 26 20 24 554 48 30 175 337 61 31 566 2060 474
leaf_count=3979432 215412 2119 20 44 216 22 24 74 58 2571 68 46 112702 36 804 60 50 26 20 24 554 48 30 175 337 61 31 566 2060 474
internal_value=0 136.797 -444.567 -112.107 10443.2 132499 205231 8160.53 4944.14 7143.26 76872.8 -7853.61 -443.723 -13262.2 -16656.5 -56353.6 -6888.42 -107341 -43230.7 13530.7 -9271 34475 4320.92 -16500.5 -10474.7 4171.39 -945.726 -20546.8 3589.88 31316.3
internal_weight=0 338732 123320 118024 3595 66 46 3529 3313 3239 126 5296 114429 1727 1683 264 134 130 70 50 1419 98 3113 542 512 865 3177 597 2580 520
internal_count=4318164 338732 123320 118024 3595 66 46 3529 3313 3239 126 5296 114429 1727 1683 264 134 130 70 50 1419 98 3113 542 512 865 3177 597 2580 520
is_linear=0
shrinkage=0.1


Tree=2962
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 6 5 3 5 3 1 3 3 0 0 5 3 6 2 2 0 5 5 3 5 5 5 5 2
split_gain=6.84235e+11 1.14338e+13 2.23746e+13 4.91215e+13 5.46212e+13 3.68062e+13 3.50749e+13 3.27911e+13 3.01181e+13 3.00673e+13 2.30504e+13 2.22978e+13 3.44015e+13 5.20188e+13 5.9762e+13 6.93588e+13 6.29363e+13 5.16189e+13 4.10433e+13 3.14083e+13 4.20981e+13 2.82866e+13 2.91546e+13 4.94048e+13 3.98329e+13 3.8622e+13 2.93733e+13 3.56732e+13 2.76529e+13 2.6718e+13
threshold=49.111504200000006 49.323301500000007 49.964253350000007 55.795550600000006 55.745923000000012 55.812836050000008 1.5000000000000002 77.00500000000001 3.5000000000000004 40.005000000000003 4.5000000000000009 50.158868250000005 4.5000000000000009 9.5000000000000018 53.37994195000001 53.145783300000012 73.010000000000005 6.5000000000000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 53.204054050000003 161.85000000000002 105.35000000000001 20.500000000000004 110.05000000000001 101.05000000000001 99.555000000000021 86.810000000000016 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 -5 -7 -6 -8 -3 12 -4 14 15 28 -17 18 -18 -20 -21 22 23 26 25 29 27 -15 -14 -25
right_child=1 2 11 5 8 7 9 -9 -10 -11 -12 -13 13 21 -16 16 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-35.072670082059211 1181.1021180451792 336.98302694860166 -9351.3576052483713 -2749.561218905857 -24522.715796632696 -5471.9027735927975 12795.397903315414 33408.583828135663 -81429.794334571692 43811.240068332321 -10733.381948687304 -9.7114807191613171 3875.7412317195194 -3318.3895922636907 -27738.172930590488 17427.129817001503 203133.82957974137 31117.794521741365 136154.06837116109 9717.3028528792129 135449.39342105263 16224.484210622248 -97312.395410156256 174405.78117675782 145070.71441532258 3204.137509364708 -64351.33507111379 71672.655328369146 -94238.019894935351 45622.472560586735
leaf_weight=2430983 84638 2839 1834 1111 266 4111 1358 229 143 406 5573 1769209 3045 7176 365 2822 29 380 58 89 38 951 32 24 31 204 78 64 29 49
leaf_count=2430983 84638 2839 1834 1111 266 4111 1358 229 143 406 5573 1769209 3045 7176 365 2822 29 380 58 89 38 951 32 24 31 204 78 64 29 49
internal_value=0 45.1791 -8.15795 -3726.84 -8732.34 2392.84 11168.3 -3420.37 -44419.3 19934 -6997.2 25.2216 3598.12 5133.9 11633.6 13847.9 23654.5 53239.9 92522.1 75183 47337.9 -41.5326 -2061.51 -1661.82 37571.7 25541.1 -3313.08 -2655.49 2950.14 87962.2
internal_weight=0 1.88718e+06 1.80254e+06 16036 8821 7215 2875 4340 409 1764 8412 1.78651e+06 17298 15464 6855 6490 3416 594 214 185 127 8609 7658 7626 308 277 7318 7240 3074 73
internal_count=4318164 1887181 1802543 16036 8821 7215 2875 4340 409 1764 8412 1786507 17298 15464 6855 6490 3416 594 214 185 127 8609 7658 7626 308 277 7318 7240 3074 73
is_linear=0
shrinkage=0.1


Tree=2963
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 3 1 1 0 1 3 1 5 1 3 1 1 5 5 5 2 3 5 2 6 1 5 5 0 4
split_gain=7.47412e+11 6.13101e+12 1.60256e+13 3.96456e+13 3.65282e+13 3.82296e+13 1.93857e+13 4.33601e+13 3.04256e+13 3.7728e+13 2.90373e+13 2.81934e+13 3.48456e+13 2.74676e+13 2.62056e+13 3.0992e+13 2.42313e+13 4.59299e+13 3.24221e+13 2.41535e+13 3.12616e+13 3.1238e+13 2.12448e+13 1.84395e+13 1.77303e+13 1.77054e+13 1.7667e+13 1.7285e+13 2.38164e+13 3.06482e+13
threshold=56.758269450000007 56.895161300000005 60.695889550000011 77.715000000000018 56.782419000000012 4.5000000000000009 60.08989780000001 56.249874400000003 56.831297550000009 53.243495500000009 16.500000000000004 53.140944450000006 55.405000000000008 59.76223980000001 16.500000000000004 37.342273500000012 60.479177250000006 36.995000000000012 91.050000000000011 71.715000000000018 10.500000000000002 13.500000000000002 128.92000000000004 7.5000000000000009 1.5000000000000002 37.328003200000005 43.005000000000003 69.015000000000015 56.852744000000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 8 -2 11 -11 12 25 -9 15 22 17 -8 -19 27 -21 -22 -14 -18 -5 26 -10 -13 -29 -30
right_child=1 -3 3 24 5 -7 16 13 9 10 -12 19 14 -15 -16 -17 23 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-21.633510792782083 -6116.7246197146196 -40.693187458298119 5579.9175938439148 -4790.3347854434751 10852.367312410706 -10455.776986241843 -3230.831748521392 -53684.805454184796 1490.6279415893903 -866.45932844153435 -13080.705295729376 5049.7435453734615 2838.5102585360646 -12091.527904562239 -23451.424824046433 -30338.071673773535 278.00720286422779 16640.738971925217 92386.349238954746 11483.129093874899 150774.52456597224 37250.572728771098 106759.53378906251 2957.2506415821263 -44731.651104222954 -8324.7509710788236 16133.239546310286 6025.9063597552549 -134340.33655598958 -14774.198839180426
leaf_weight=3399081 7269 754338 4006 170 1017 4893 1685 176 2204 8243 2548 12016 1199 1622 1013 322 68418 2200 58 1468 27 237 20 41130 321 965 1316 113 36 53
leaf_count=3399081 7269 754338 4006 170 1017 4893 1685 176 2204 8243 2548 12016 1199 1622 1013 322 68418 2200 58 1468 27 237 20 41130 321 965 1316 113 36 53
internal_value=0 80.0081 632.678 -3165.5 -1792.06 -6789.05 888.788 -979.33 -280.205 1054.77 -3750.52 3525.3 -1634.22 -16162.9 -10957.9 -2745.16 1561.15 9263.02 18586.4 6128.74 17180.4 48861 4543.53 1283.93 -30902.7 3675.21 6964.97 4562.07 -24447.3 -63138
internal_weight=0 919083 164745 10407 9916 5910 154338 40847 39049 31780 10791 20989 7039 1798 2554 1541 113491 3943 2258 13950 1732 264 1219 109548 491 4485 3520 12218 202 89
internal_count=4318164 919083 164745 10407 9916 5910 154338 40847 39049 31780 10791 20989 7039 1798 2554 1541 113491 3943 2258 13950 1732 264 1219 109548 491 4485 3520 12218 202 89
is_linear=0
shrinkage=0.1


Tree=2964
num_leaves=31
num_cat=0
split_feature=5 4 5 0 1 0 0 2 6 4 0 0 3 1 1 4 3 5 2 3 0 1 1 2 3 3 1 1 1 0
split_gain=7.61092e+11 4.17102e+12 1.0511e+13 2.24043e+13 3.04278e+13 2.07076e+13 2.52134e+13 2.25596e+13 7.46879e+13 5.40684e+13 3.46384e+13 2.67491e+13 2.8185e+13 4.77432e+13 8.09465e+13 2.61383e+13 2.59225e+13 2.1035e+13 5.29739e+13 4.70677e+13 2.94856e+13 4.41633e+13 2.60961e+13 1.94788e+13 1.85748e+13 4.07566e+13 1.67074e+13 1.64619e+13 5.32115e+13 7.60061e+13
threshold=96.015000000000015 2.5000000000000004 150.04500000000004 60.052595500000002 30.278357500000002 59.846652800000008 59.755965500000009 4.5000000000000009 1.5000000000000002 1.5000000000000002 60.029906750000002 59.896318000000008 11.500000000000002 30.323743050000001 30.278357500000002 1.0000000180025095e-35 16.500000000000004 104.75000000000001 3.5000000000000004 4.5000000000000009 59.950068600000009 30.362552800000003 30.278357500000002 3.5000000000000004 12.500000000000002 9.5000000000000018 30.259484550000003 37.39371280000001 37.475443250000005 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 27 15 24 16 11 -11 13 14 26 -7 -10 23 19 -19 21 22 -21 -17 25 -9 -13 -2 29 -29
right_child=1 -3 -4 4 -6 7 -8 8 9 10 -12 12 -14 -15 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.9523665600854692 -18725.912716643263 -74.853501482241299 4498.84998698254 -131556.69233398439 -9708.8362493146924 -76547.608956473225 -88864.987163628481 -55636.977959280302 84399.046372767858 31917.092990687277 87748.408502604172 -91325.687194293481 -12089.93298110962 14563.205428685898 -239631.2172348485 54876.291810244606 17341.193097446987 -131953.97244791666 63494.104484824536 -497.71421323029892 -30412.874211111248 -73567.43310546875 95416.736317567571 899.43583877060451 -39907.761838329083 -233845.91443452379 32043.484672619048 -49440.960722656251 -4085.8923200103054 203959.96065463364
leaf_weight=4168594 774 138843 1960 32 57 28 36 33 98 69 30 23 176 39 33 252 140 30 126 46 163 32 74 91 49 21 21 20 6245 29
leaf_count=4168594 774 138843 1960 32 57 28 36 33 98 69 30 23 176 39 33 252 140 30 126 46 163 32 74 91 49 21 21 20 6245 29
internal_value=0 -221.637 -2121.5 -3601.58 -53519.3 -3089.63 -5388.99 7288.14 -5551.82 7374.14 -15500.1 -24080.3 -37312.6 -75581.4 -121239 18450.7 44953.3 21718.4 8000.27 -12267 -868.294 30814.4 58649.5 40555.9 -84488 -124940 -32444.9 -4963.81 -3271.43 100531
internal_weight=0 149570 10727 8767 89 8678 7104 1574 732 629 391 361 292 116 77 842 238 814 471 345 315 152 120 343 103 54 44 7068 6294 49
internal_count=4318164 149570 10727 8767 89 8678 7104 1574 732 629 391 361 292 116 77 842 238 814 471 345 315 152 120 343 103 54 44 7068 6294 49
is_linear=0
shrinkage=0.1


Tree=2965
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 5 6 3 5 0 0 0 5 3 6 3 5 5 5 0 3 0 6 0 3 0 0 2 0
split_gain=6.96173e+11 8.86256e+12 2.11523e+14 1.9303e+14 1.61501e+14 1.42748e+14 1.60785e+14 1.34008e+14 1.56993e+14 4.81212e+13 4.50198e+13 1.87979e+14 8.07061e+13 2.12246e+14 1.4836e+14 8.36216e+13 7.85969e+13 7.42702e+13 6.48422e+13 5.56753e+13 5.22902e+13 6.10544e+13 5.00638e+13 1.02945e+14 7.68555e+13 4.85206e+13 1.27215e+14 5.75748e+13 9.06397e+13 4.81047e+13
threshold=37.457850350000008 37.475443250000005 55.851332700000007 55.812836050000008 55.885524800000006 23.500000000000004 54.710000000000008 1.5000000000000002 16.500000000000004 53.385000000000012 55.591389050000011 55.628356700000005 55.674875350000008 93.00500000000001 11.500000000000002 1.5000000000000002 16.500000000000004 75.750000000000014 70.00500000000001 41.365000000000002 55.777112100000004 16.500000000000004 55.56564190000001 1.5000000000000002 55.518428350000008 25.500000000000004 55.708120100000009 55.695992150000002 6.5000000000000009 55.719391050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 7 6 -5 8 -4 -10 22 19 13 14 -13 -16 -17 25 -18 -12 21 -19 23 -2 -25 26 27 -14 -29 -28
right_child=1 -3 4 5 -6 -7 -8 -9 9 -11 11 12 17 -15 15 16 18 20 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=91.004296241566308 -16924.050685389968 -6.3641788204783474 378271.03229166666 -72473.964434699301 7165.1945713503928 93682.872135416663 -284472.64606481482 41034.338512562899 -6191.3021484375004 133137.62380681818 -23763.275840804155 -166649.43496685606 -33372.31541755567 -291568.18992187502 201177.89011160715 -2403.7796524113905 113677.40315105078 -151623.57472826086 20466.54467010498 -75903.319832751818 75309.694727213544 15685.033939292873 9098.1838815957708 1872.2623038490256 49779.620953246456 347.68202699680569 67695.102744140633 -35299.825007324216 -142422.29822591145 -11302.610595449054
leaf_weight=703633 3594 3595635 24 106 1656 30 54 649 32 110 340 33 487 20 35 231 179 23 128 515 150 422 3380 2111 398 1679 80 160 156 2114
leaf_count=703633 3594 3595635 24 106 1656 30 54 649 32 110 340 33 487 20 35 231 179 23 128 515 150 422 3380 2111 398 1679 80 160 156 2114
internal_value=0 -17.7156 -2177.73 -6281.45 25100.1 -106491 -144024 61542.1 141720 101740 -5108.68 -11349.4 -4995.96 28950.7 39528.9 51403 41659.3 -9027.57 74814.2 -55169.3 24249.1 7037.62 -665.247 -6072.49 9471.76 -13261.9 -20886.3 -54941.7 -88183.1 -8422.11
internal_weight=0 3.61453e+06 18896 16425 2471 190 160 815 166 142 16235 6752 5897 626 606 573 538 5271 307 855 595 445 9483 6103 2509 4676 2997 803 316 2194
internal_count=4318164 3614531 18896 16425 2471 190 160 815 166 142 16235 6752 5897 626 606 573 538 5271 307 855 595 445 9483 6103 2509 4676 2997 803 316 2194
is_linear=0
shrinkage=0.1


Tree=2966
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 2 5 2 5 3 1 3 6 3 2 5 0 3 6 3 3 1 1 3 6 5 5 5
split_gain=7.2743e+11 3.49442e+13 3.67489e+13 3.54544e+13 1.09302e+14 6.55541e+13 1.24389e+14 7.83753e+13 1.4865e+14 7.31178e+13 7.421e+13 5.68977e+13 4.9785e+13 4.6734e+13 8.24847e+13 4.59994e+13 5.23121e+13 4.45904e+13 4.40606e+13 4.39459e+13 5.38305e+13 1.40683e+14 5.20089e+13 4.35073e+13 6.69093e+13 1.18242e+14 4.2605e+13 4.74856e+13 4.24744e+13 7.94619e+13
threshold=55.769960200000007 55.784980300000008 37.214886200000009 37.737121850000008 37.559851850000008 37.533784800000006 55.777112100000004 12.500000000000002 53.995000000000012 23.500000000000004 61.020000000000003 31.500000000000004 37.362912300000012 18.500000000000004 1.5000000000000002 7.5000000000000009 3.5000000000000004 59.810000000000009 55.777112100000004 23.500000000000004 1.5000000000000002 16.500000000000004 19.500000000000004 49.073956850000009 49.148175700000003 16.500000000000004 1.5000000000000002 61.405000000000008 73.995000000000019 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 7 8 -7 10 11 12 18 14 15 16 -6 -9 -4 20 21 -14 -22 -5 25 -25 -15 -28 29 -10
right_child=1 -3 3 23 13 6 -8 17 28 -11 -12 -13 19 26 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=31.03882215359484 -47505.473386729849 14.18960714187453 -2640.3074829316856 -11518.64221808414 -121763.9766304348 -31623.952190073891 9774.9053659698111 -73063.114220252406 -169141.20625000002 82080.011218750005 10962.732079496047 145418.31263586957 99426.320007512026 -37513.573390658108 14104.783345186173 96854.448330782878 70285.032548564181 53951.771676377117 53562.316257324223 -1685.8316277091735 -20222.183576443829 -52767.191360374767 33964.215353837986 5552.6455884475617 -6335.7377788397334 88992.837215214735 78500.446670923484 -59056.293198374158 -96164.824007601361 -393317.36279761908
leaf_weight=2747102 187 1538638 567 7634 23 129 324 52 64 100 2202 23 65 295 3389 194 37 59 185 1240 1264 926 206 3316 9591 179 78 37 37 21
leaf_count=2747102 187 1538638 567 7634 23 129 324 52 64 100 2202 23 65 295 3389 194 37 59 185 1240 1264 926 206 3316 9591 179 78 37 37 21
internal_value=0 -54.2734 -3303.09 -3046.68 1401.5 -5777.22 -35235.2 -75520.5 -106463 -2795.78 -4066.76 -11460.6 -12270.9 14621.8 18224.2 73187.9 -3333.75 -5550.7 11186.1 -17037.1 -24772 -42784.8 -12628.7 -5519.16 -2019.24 9826.12 -17386.7 34243.1 -185597 -224526
internal_weight=0 1.57106e+06 32424 32237 11517 7464 686 362 251 6778 6678 4476 4453 4053 3643 254 60 111 752 3701 2461 991 1470 20720 13086 3495 410 115 122 85
internal_count=4318164 1571062 32424 32237 11517 7464 686 362 251 6778 6678 4476 4453 4053 3643 254 60 111 752 3701 2461 991 1470 20720 13086 3495 410 115 122 85
is_linear=0
shrinkage=0.1


Tree=2967
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 3 0 0 4 0 3 2 1 3 5 4 0 0 1 0 5 1 2 2 2 1 2 3 0 0
split_gain=6.802e+11 4.78432e+12 1.32937e+13 1.21096e+13 1.06407e+13 2.34733e+13 1.37172e+13 8.68291e+12 7.5514e+12 7.49881e+12 1.11667e+13 7.0995e+12 1.7175e+13 1.02538e+13 6.74752e+12 5.70195e+12 5.03225e+12 3.70225e+13 1.98214e+13 4.0871e+13 5.70287e+13 2.10138e+13 3.40577e+13 5.74772e+13 1.59851e+13 1.4649e+13 1.61361e+13 2.21403e+13 1.99516e+13 3.21978e+13
threshold=142.05000000000004 60.035045000000004 60.052595500000002 30.346469350000003 8.5000000000000018 4.5000000000000009 61.674413550000004 60.029906750000002 3.5000000000000004 60.693675950000006 2.5000000000000004 12.500000000000002 39.787929450000007 9.5000000000000018 177.02500000000003 3.5000000000000004 57.117834900000013 57.057093650000006 65.565203050000022 57.147575200000006 177.02500000000003 65.58467570000002 4.5000000000000009 5.5000000000000009 4.5000000000000009 65.551978750000004 5.5000000000000009 8.5000000000000018 57.131524800000008 57.147575200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 9 -7 16 -8 15 -11 12 -6 14 -14 -4 17 -2 25 20 21 22 -20 -24 -21 -18 27 -27 -28 -30
right_child=1 2 4 -5 11 6 8 -9 -10 10 -12 -13 13 -15 -16 -17 18 -19 19 24 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=2.755269661704387 -695.68252499627033 -24032.100739933896 77525.896793619788 -114005.70669642858 111075.1953125 -97405.290483398436 16095.036914062501 57399.835697115392 -55548.949445564525 40735.745654296879 -33560.408924005686 -31800.614511718755 77970.707173295465 -41596.836429687508 1299.1878611246746 10536.010474537037 3082.1283584839894 -55979.214223392672 72164.691863567074 6795.5348721590917 162655.63807565789 94563.827929687512 -184673.5098828125 22105.129244474087 -113752.73103693181 -23237.831083622688 -54553.719365530298 -123803.66838541668 130757.77443033856 -23521.518598790324
leaf_weight=4297453 17111 52 24 21 22 40 28 26 31 32 55 20 22 25 24 27 2614 122 41 22 38 32 20 41 22 81 33 30 24 31
leaf_count=4297453 17111 52 24 21 22 40 28 26 31 32 55 20 22 25 24 27 2614 122 41 22 38 32 20 41 22 81 33 30 24 31
internal_value=0 -571.707 -11097.6 -49914.9 -3001.42 -15041.2 -52197.7 -352.245 -21548.4 11614.6 -6233.09 22250.1 33873.9 9952.33 37968.2 42060.7 -426.352 -1087.06 3332.63 32525.4 54526.4 23862.9 1682.28 -45691.1 -53478.6 1091.03 -25063.5 -50417.8 6917.58 43800.4
internal_weight=0 20711 423 73 350 237 99 20288 59 138 87 113 93 71 46 51 20262 17233 3029 216 172 134 102 61 44 2813 199 111 88 55
internal_count=4318164 20711 423 73 350 237 99 20288 59 138 87 113 93 71 46 51 20262 17233 3029 216 172 134 102 61 44 2813 199 111 88 55
is_linear=0
shrinkage=0.1


Tree=2968
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 5 0 0 0 2 1 5 5 5 3 5 5 5 0 0 0 5 5 3 1 3 1 2 2 0
split_gain=6.70348e+11 3.47687e+12 3.16312e+13 1.93619e+13 1.36046e+13 1.37919e+13 1.22363e+13 9.2506e+12 1.7508e+13 1.21276e+13 1.79768e+13 8.56107e+12 9.59483e+12 7.56456e+12 7.30444e+12 6.66861e+12 7.80131e+12 6.07533e+12 8.08758e+12 6.66315e+12 1.35766e+13 1.06065e+13 1.66495e+13 1.03639e+13 3.70567e+13 3.01118e+13 1.75524e+13 1.66697e+13 1.18592e+13 1.12212e+13
threshold=28.500000000000004 55.664473600000008 55.657530000000008 59.810000000000009 37.995000000000012 39.995000000000012 55.645049100000001 55.645049100000001 55.628356700000005 27.500000000000004 37.692869000000009 33.585000000000008 30.405000000000005 39.505000000000003 36.500000000000007 60.905000000000008 57.005000000000003 123.15000000000002 45.013473000000012 55.576287050000012 55.56564190000001 77.00500000000001 65.045000000000016 32.500000000000007 37.542000650000013 33.500000000000007 37.533784800000006 6.5000000000000009 9.5000000000000018 55.551692500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 11 6 13 8 14 10 -9 12 -2 -6 17 16 -12 18 -7 20 23 22 -21 26 27 -26 -20 -25 -27 -29
right_child=1 -3 3 -5 5 7 -8 9 -10 -11 15 -13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 24 25 28 -28 29 -30 -31
leaf_value=3.555242187789704 -12230.629276241594 -852.86807640954635 95185.823733836209 2604.924576383024 -6128.922475961539 49137.986024305559 99807.313370768228 39423.496902343752 54610.703492736822 44875.959375000006 -37903.791119025736 -32994.402878417975 28547.272450334887 48922.630696614586 -51985.782671875 -11737.5075 -105160.35933035715 54641.105894886365 65360.842730034725 6480.9592336210626 -40133.221515721452 -32439.045976562502 60669.673801601086 23149.646518290756 39262.793637747818 -65846.968201864918 -5129.5138903828047 -7244.1120458760388 2554.1549218047439 -58452.413151041663
leaf_weight=4283289 381 29712 58 37 52 36 24 25 64 22 34 160 68 48 25 25 35 22 36 189 81 40 81 185 465 31 1883 872 139 45
leaf_count=4283289 381 29712 58 37 52 36 24 25 64 22 34 160 68 48 25 25 35 22 36 189 81 40 81 185 465 31 1883 872 139 45
internal_value=0 -436.649 1958.61 59128 886.963 2801.72 35685.1 1861.11 2708.12 -23332.8 -35942.8 -13132.6 -6054.91 20295.8 1903.82 -55987 -72019.4 2232.01 1949.62 1529.86 361.187 15618 22737.6 1258.36 6854.59 26096 -3807.13 -4232.79 -9918.99 -9757.06
internal_weight=0 34875 5163 95 5068 4459 124 4335 4194 141 119 609 449 100 4130 94 69 4105 4083 4047 3737 310 270 3656 1737 635 1919 1102 170 917
internal_count=4318164 34875 5163 95 5068 4459 124 4335 4194 141 119 609 449 100 4130 94 69 4105 4083 4047 3737 310 270 3656 1737 635 1919 1102 170 917
is_linear=0
shrinkage=0.1


Tree=2969
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 4 1 0 2 4 5 3 0 0 5 3 3 5 5 5 2 4 3 5 5 5 5 5 1 3
split_gain=6.46607e+11 4.66764e+12 1.12869e+13 1.02054e+13 1.10978e+13 7.60173e+12 7.43288e+12 1.02305e+13 7.19639e+12 7.07505e+12 1.82557e+13 6.47983e+12 7.84158e+12 8.32414e+12 6.42159e+12 6.235e+12 6.0633e+12 5.85886e+12 1.45016e+13 6.64193e+12 7.10079e+12 7.5839e+12 5.41634e+12 5.71857e+12 5.03869e+12 4.92413e+12 6.37895e+12 5.17024e+12 4.89321e+12 4.85216e+12
threshold=60.693675950000006 33.101335500000005 118.33500000000002 107.05000000000001 95.020000000000024 3.5000000000000004 30.102666750000001 63.563300600000012 5.5000000000000009 2.5000000000000004 69.610000000000014 2.5000000000000004 61.785186750000001 61.674413550000004 45.005000000000003 4.5000000000000009 5.5000000000000009 57.995000000000012 56.005000000000003 45.610000000000007 4.5000000000000009 1.5000000000000002 3.5000000000000004 85.91500000000002 46.405000000000008 50.005000000000003 55.005000000000003 63.855000000000011 30.160599000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 11 9 10 17 -8 13 14 28 -16 -12 18 19 -2 21 -21 -11 -24 -15 -10 -27 -28 -13 -9
right_child=1 -3 -4 -5 5 -7 7 29 25 22 16 12 -14 24 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-4.5773081346909743 9276.2747285663827 556.93087058100389 -58806.547059461802 59888.611358173075 -82903.976856731548 -5920.9635869565218 192.17919013351693 -14589.428693446829 2783.5720990862169 -13667.218892728366 -81675.878030216001 14818.433811257102 -39193.275052527228 -15918.04282735189 -83311.126302083343 -26488.264548339848 -12285.86798828125 32706.659676231975 -75070.378336588547 -66586.660700871405 22302.682031250002 -9693.0620380900582 17167.964171146505 65145.734476273152 13235.691186208418 -69621.428865840528 20822.773668981481 -32299.37817297149 -17289.734227937777 6441.5657872728079
leaf_weight=4258578 671 55823 36 26 29 23 305 134 84 52 34 66 132 96 21 240 20 65 24 26 62 237 311 27 155 29 27 57 169 605
leaf_count=4258578 671 55823 36 26 29 23 305 134 84 52 34 66 132 96 21 240 20 65 24 26 62 237 311 27 155 29 27 57 169 605
internal_value=0 327.138 -3081.77 -2543.52 -2982.11 -48853.8 -2328.42 -6604.26 2435.46 4753.21 772.769 -12366.7 -16724.4 -12754 -20263.4 -31060.2 -55975.9 3597.13 1742.11 3593.01 -8140.75 -15317.5 16378.1 21000.5 2085.26 -15553.6 -29184.7 -15224.4 -8272.12 2628.1
internal_weight=0 59586 3763 3727 3701 52 3649 1923 1726 1529 1139 1184 879 747 496 261 54 1085 1020 996 325 263 390 338 251 197 113 84 235 739
internal_count=4318164 59586 3763 3727 3701 52 3649 1923 1726 1529 1139 1184 879 747 496 261 54 1085 1020 996 325 263 390 338 251 197 113 84 235 739
is_linear=0
shrinkage=0.1


Tree=2970
num_leaves=31
num_cat=0
split_feature=1 4 0 5 1 0 3 5 1 5 2 1 0 1 1 3 5 1 0 0 0 5 1 3 3 1 2 1 1 0
split_gain=6.30282e+11 5.25296e+12 1.50934e+13 4.11713e+13 6.08337e+13 3.79494e+13 4.01518e+13 6.44898e+13 6.31849e+13 6.55984e+13 8.31467e+13 5.39464e+13 7.73377e+13 6.43156e+13 5.01742e+13 1.28282e+14 4.75214e+13 5.16281e+13 7.45731e+13 7.28762e+13 4.74261e+13 8.45167e+13 7.67378e+13 4.45933e+13 4.58843e+13 4.30783e+13 4.14658e+13 7.88168e+13 4.10735e+13 5.4762e+13
threshold=38.781124500000011 1.5000000000000002 55.388132500000005 44.905000000000008 37.752451500000006 55.56564190000001 16.500000000000004 45.005000000000003 37.275078000000001 49.995000000000012 10.500000000000002 37.559851850000008 55.946414150000003 37.692869000000009 37.362912300000012 4.5000000000000009 47.415000000000006 37.582182450000005 55.899899800000007 55.576287050000012 55.708120100000009 48.035000000000004 37.66934650000001 10.500000000000002 12.500000000000002 37.66934650000001 4.5000000000000009 37.642309100000013 37.436176200000013 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 11 -9 16 14 12 -7 26 15 -11 -10 18 19 -18 -19 22 -22 -16 -25 -23 27 -13 -21 -30
right_child=-2 -3 3 4 -6 6 -8 8 9 10 -12 13 -14 -15 23 -17 17 20 -20 28 21 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1020.1008023652505 -25.148473614823637 231.73796418253403 -69.950542846242286 -12723.216601053326 -10320.22577976036 33334.906764618841 -3809.5947909957986 1230.6716051663764 18643.150809208306 269134.29698539403 57576.06308721684 42821.222908203126 -22325.516844510708 31074.065226236984 -28190.077554510768 -6217.6120727539064 -36776.840435987906 -54350.116934742655 1239.8474546370969 79304.980900652386 -197917.88502974078 186814.58338260138 49755.590537235657 40379.314525987204 -13880.051952400594 48720.076306573283 -125078.24348818022 -174641.63640625001 249261.64199218751 109755.41209788603
leaf_weight=89057 3012745 746045 418363 2787 9432 330 20000 14371 1481 23 229 50 1025 60 757 64 31 68 93 97 22 37 29 257 396 58 116 25 48 68
leaf_count=89057 3012745 746045 418363 2787 9432 330 20000 14371 1481 23 229 50 1025 60 757 64 31 68 93 97 22 37 29 257 396 58 116 25 48 68
internal_value=0 58.0396 -173.624 -399.663 -3054.69 -1443.09 -651.905 2548.19 4249.61 15794.4 1458.97 -16658 -8769.84 -59241.5 -7125.41 66576.6 27971 53042.7 77435.4 106477 14630 46757.7 -57083.9 -11673 7474.71 102504 -87612.9 -29666.4 127326 167482
internal_weight=0 1.30542e+06 559374 470317 51954 42522 39735 19735 18129 3758 1726 1606 1355 251 1497 87 2032 551 337 244 214 146 51 1410 653 95 191 75 213 116
internal_count=4318164 1305419 559374 470317 51954 42522 39735 19735 18129 3758 1726 1606 1355 251 1497 87 2032 551 337 244 214 146 51 1410 653 95 191 75 213 116
is_linear=0
shrinkage=0.1


Tree=2971
num_leaves=31
num_cat=0
split_feature=5 3 5 5 2 2 1 3 2 0 3 1 0 1 1 1 0 1 3 0 1 1 0 1 1 0 0 0 2 0
split_gain=6.6117e+11 7.1628e+12 5.80373e+12 1.73733e+13 2.75037e+13 3.86993e+13 2.82145e+13 2.33028e+13 4.2238e+13 4.74266e+13 3.36431e+13 2.30203e+13 2.18863e+13 3.30977e+13 4.98762e+13 2.42486e+13 2.16512e+13 1.96572e+13 2.35064e+13 2.41617e+13 2.27637e+13 4.31823e+13 2.42119e+13 1.8442e+13 3.49393e+13 1.718e+13 4.32284e+13 2.25242e+13 2.93711e+13 1.71745e+13
threshold=89.00500000000001 38.500000000000007 86.02500000000002 86.810000000000016 1.5000000000000002 2.5000000000000004 37.342273500000012 18.500000000000004 11.500000000000002 59.853570100000006 22.500000000000004 37.777459000000007 55.628356700000005 37.832345550000007 37.362912300000012 30.388336800000001 60.035045000000004 37.362912300000012 7.5000000000000009 43.514103700000014 39.863684800000009 39.694727950000008 55.695992150000002 37.582182450000005 37.792847950000002 59.939091550000008 59.950068600000009 55.349623500000007 6.5000000000000009 55.657530000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 11 12 7 8 16 -10 -9 -4 -6 14 15 -14 25 -8 20 -20 21 22 -19 -16 -25 27 -27 28 -7 -29
right_child=1 -3 3 -5 5 6 17 10 9 -11 -12 -13 13 -15 23 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-8.1210345045920391 -174.67240908219162 53355.17684375 -57082.295980578281 422.35452137367474 9680.079457000249 -3861.4047823660717 55632.827146242984 -83510.722194602276 -28674.661129892502 111562.74244791668 -12011.833529394158 -5422.4443142117279 64365.725510817312 11922.087363503197 195758.54346354166 -19269.155040564903 -105170.69779829547 -10466.848636881512 -104346.73082031251 5906.7175639229172 16405.717394320814 188288.85963541668 97180.25060177366 23075.543191964287 193709.94375000001 146562.28463541667 3639.8800407537537 -110162.9879092262 117322.61406250001 -17783.824890819098
leaf_weight=4013628 220660 25 107 77555 315 70 89 88 38 66 261 445 104 176 30 52 22 48 20 3223 297 24 37 28 21 24 179 21 28 483
leaf_count=4013628 220660 25 107 77555 315 70 89 88 38 66 261 445 104 176 30 52 22 48 20 3223 297 24 37 28 21 24 179 21 28 483
internal_value=0 -168.608 9.08103 832.478 5884.44 7933.36 4811.26 -8002.75 258.331 60322.2 -30040.2 -15436.2 29512.9 44713.2 69271.6 36487.4 -7295.04 9199.15 8066.62 5226.77 30750.5 69836.6 36391.3 134010 96204.6 -4620.18 20537.1 -13103.4 30762.6 -21633
internal_weight=0 220685 4.09748e+06 83851 6296 5744 5018 1280 931 104 349 552 726 411 235 156 827 3738 3649 3243 406 109 85 79 49 805 203 602 98 504
internal_count=4318164 220685 4097479 83851 6296 5744 5018 1280 931 104 349 552 726 411 235 156 827 3738 3649 3243 406 109 85 79 49 805 203 602 98 504
is_linear=0
shrinkage=0.1


Tree=2972
num_leaves=31
num_cat=0
split_feature=4 5 5 3 3 0 3 5 0 5 2 1 1 3 5 3 1 2 2 4 0 0 5 2 2 5 5 2 0 3
split_gain=6.41353e+11 3.09906e+12 8.21086e+12 7.13891e+12 2.61808e+12 5.80691e+12 5.22707e+12 8.20584e+12 1.40077e+13 3.53526e+12 7.88921e+12 6.06108e+12 4.19972e+12 3.25016e+12 8.67915e+12 8.08265e+12 8.06057e+12 9.29918e+12 7.74205e+12 6.4288e+12 1.08116e+13 5.61497e+13 1.8404e+13 7.53412e+12 8.33954e+12 7.56028e+12 7.12064e+12 4.7979e+12 3.88418e+12 1.70451e+13
threshold=4.5000000000000009 16.850000000000005 19.650000000000002 8.5000000000000018 25.500000000000004 56.802385350000009 24.500000000000004 137.05000000000004 55.86787755000001 161.85000000000002 24.500000000000004 55.912026600000011 38.950530550000003 19.500000000000004 93.00500000000001 18.500000000000004 36.761894450000007 17.500000000000004 12.500000000000002 5.5000000000000009 55.834684950000003 56.831297550000009 116.06000000000002 22.500000000000004 7.5000000000000009 142.05000000000004 118.33500000000002 17.500000000000004 59.950068600000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 13 8 -8 10 -9 12 -11 15 18 28 -17 -18 -15 20 22 -22 -16 24 -24 -26 -23 -27 -4 -30
right_child=1 2 4 -5 5 -7 7 9 -10 11 -12 -13 -14 14 19 16 17 -19 -20 -21 21 26 23 -25 25 27 -28 -29 29 -31
leaf_value=-2.2270628192265969 4233.3639391447368 54861.082087053568 1006.5886605203049 -67346.111408025579 -48160.139880371098 20528.364765625 87846.665256076391 -59486.5839375 3297.1422261082853 15313.237399193549 19957.529999999999 42650.411318359373 -41084.590998641303 -70636.813133480682 -95677.360777226204 87268.42578125 40983.951320684529 -41863.371289062503 5020.7960565476196 41190.11224168347 166470.560593378 16196.665044896745 39708.049511718753 50411.184804687502 25079.016775948665 -65845.67912597656 -45042.79273255814 -21615.741773158486 38691.128713474027 -10736.21998706679
leaf_weight=4303792 38 28 12682 22 32 20 36 25 43 31 25 40 23 38 27 20 42 20 21 31 21 34 25 20 28 32 43 105 77 743
leaf_count=4303792 38 28 12682 22 32 20 36 25 43 31 25 40 23 38 27 20 42 20 21 31 21 34 25 20 28 32 43 105 77 743
internal_value=0 666.908 761.986 -22012.4 655.939 -21741.5 737.774 15927.4 41826 1719.13 -19764.5 13146.6 -8708.06 495.98 -8115.31 765.4 32066.2 14259 -43707.8 -2377.72 -6409.37 21527.8 -17961.5 -7969.42 -14114.7 -22269.7 -18002 -31946.8 575.305 -6094.87
internal_weight=0 14372 14312 60 14284 52 14232 223 79 144 50 94 54 14009 425 13584 82 62 59 366 335 98 237 210 190 165 77 137 13502 820
internal_count=4318164 14372 14312 60 14284 52 14232 223 79 144 50 94 54 14009 425 13584 82 62 59 366 335 98 237 210 190 165 77 137 13502 820
is_linear=0
shrinkage=0.1


Tree=2973
num_leaves=31
num_cat=0
split_feature=3 0 4 4 0 0 0 1 0 1 0 0 1 0 5 1 4 1 5 0 1 1 1 5 5 1 0 1 1 1
split_gain=6.20015e+11 4.19755e+12 4.98193e+12 8.76121e+12 4.30202e+12 1.25422e+13 1.0631e+13 1.21949e+13 7.69008e+12 1.02134e+13 6.85892e+12 1.53787e+13 1.24617e+13 1.20018e+13 1.65429e+13 1.1879e+13 1.03871e+13 1.0123e+13 1.07119e+13 6.74855e+12 1.38002e+13 6.61299e+12 1.24334e+13 6.36603e+12 9.87551e+12 6.1016e+12 1.49995e+13 5.92644e+12 5.91013e+12 5.85952e+12
threshold=2.5000000000000004 47.249522000000006 5.5000000000000009 6.5000000000000009 51.717367500000009 52.485928400000006 52.719210700000012 56.249874400000003 50.973130900000008 36.546174950000008 53.355366400000001 53.516665650000007 49.323301500000007 53.145783300000012 114.05000000000001 48.712293450000011 3.5000000000000004 83.761389800000003 69.610000000000014 53.973051950000006 48.712293450000011 44.660994650000006 86.067573200000012 93.00500000000001 80.815000000000012 83.761389800000003 53.204054050000003 57.550671000000001 53.140944450000006 41.950906500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 28 7 -7 9 -3 12 17 15 -14 23 -8 -16 18 -12 20 -13 -11 -23 24 25 -15 -27 29 -6 -10
right_child=-2 4 3 -5 5 6 10 -9 27 21 11 19 13 14 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-835.88381154767001 -6.2131516221968903 -40355.724758342163 66837.544369612064 -14842.390759277345 -24738.866317617969 -21947.518520464218 -13081.298725906954 12567.775203476594 8877.2231675381609 2625.1157703538925 12580.399769256446 -48303.820867919923 6685.2219476454602 -5432.4913003094925 103705.44311079546 -61320.251902721779 4131.4430468749997 -3276.8980755207153 43644.827719116212 685.69599598296907 -3491.5484916722653 -50421.115329159009 -1625.3121834852432 -61848.034114583337 35717.928231698497 -82176.607321428572 -12741.231462358748 1609.053889420798 -5098.5105516272279 25701.575557592361
leaf_weight=29991 4205107 59 29 24 163 112 289 1190 694 3917 836 71 1120 1906 22 62 20 344 128 65758 2141 68 225 21 54 35 280 651 2552 295
leaf_count=29991 4205107 59 29 24 163 112 289 1190 694 3917 836 71 1120 1906 22 62 20 344 128 65758 2141 68 225 21 54 35 280 651 2552 295
internal_value=0 231.095 -781.751 29850.4 597.664 398.376 642.033 9598.72 3198.09 962.113 482.475 709.627 -3648.95 -1826.63 -5904.17 -21602.1 56289.3 11449.9 16705.1 502.943 -4929.92 1541.15 -12949.9 -7041.85 -6535.95 -7563.28 -20456.3 9018.45 -6277.66 13895.6
internal_weight=0 113057 30044 53 83013 77104 74389 1302 5909 4269 73087 69278 3809 3458 2338 351 42 1308 964 67970 2212 4210 293 2296 2275 2221 315 1640 2715 989
internal_count=4318164 113057 30044 53 83013 77104 74389 1302 5909 4269 73087 69278 3809 3458 2338 351 42 1308 964 67970 2212 4210 293 2296 2275 2221 315 1640 2715 989
is_linear=0
shrinkage=0.1


Tree=2974
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 1 5 1 5 1 0 1 3 2 1 0 5 5 4 3 1 1 5 1 0 0 6 1 0 1
split_gain=6.7744e+11 6.54634e+12 2.53922e+13 2.06067e+13 2.05123e+13 3.65559e+13 5.23144e+13 3.55486e+13 5.65254e+13 5.27016e+13 9.05172e+13 6.45275e+13 1.01062e+14 5.86569e+13 3.99605e+13 3.83521e+13 2.40934e+13 4.76844e+13 2.23185e+13 2.64345e+13 2.35187e+13 2.07796e+13 2.05617e+13 2.00743e+13 1.99468e+13 1.84602e+13 2.37499e+13 7.30698e+13 3.1366e+13 3.49625e+13
threshold=4.5000000000000009 45.022371150000005 45.03656895000001 39.071052600000009 39.143775600000005 39.666208800000007 104.75000000000001 38.633372000000001 65.045000000000016 38.969379750000009 44.732363600000006 38.959914000000005 3.5000000000000004 3.5000000000000004 38.233559750000005 44.893607100000004 95.020000000000024 150.04500000000004 4.5000000000000009 3.5000000000000004 39.027779200000005 39.488326500000007 48.510000000000012 39.262370300000008 44.982728700000003 44.039893800000009 1.5000000000000002 39.704585000000002 43.642715500000008 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 21 14 -9 10 -10 -12 -13 -14 15 -1 -11 18 19 20 -18 23 -17 -6 25 26 27 -7 -28 -30
right_child=-2 2 -4 -5 5 24 -8 8 9 16 11 12 13 -15 -16 22 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=5047.1126351494204 12.166521336394597 -10646.704099797562 -179.32335766036852 5632.9652022512346 -9213.5914937291982 99966.245681423621 -126941.72369140625 5325.4106986078859 232345.19046947337 21514.004606046765 8706.5052018893493 44661.090530873495 285292.26349431818 71501.093303571441 -19847.28357649775 -1108.0141828907551 -197999.57410714286 113709.21629464287 44543.747247023814 -11368.780325520835 -64836.604066297739 -23175.309994902567 -18854.11023812538 24067.394733875964 12874.153715705712 -5717.8748683537297 471.18786608019457 -8772.8464755252789 31751.199038186915 6043.0969634833218
leaf_weight=8763 3945856 3935 320220 969 899 63 40 5950 27 444 245 166 33 21 917 1539 21 21 21 45 36 856 1134 227 1193 5107 13083 3236 677 2420
leaf_count=8763 3945856 3935 320220 969 899 63 40 5950 27 444 245 166 33 21 917 1539 21 21 21 45 36 856 1134 227 1193 5107 13083 3236 677 2420
internal_value=0 -128.945 -288.688 -7429.94 971.77 -769.196 -13716.8 3468.84 9145.71 30192.7 54342.1 44006.5 83317.8 202151 238.168 1848.73 9986.1 -25558.3 -49335.7 -68663.8 -113897 -11431.8 -8636.66 -2504.19 246.364 -366.381 1036.67 -6696.29 2613.37 11662.9
internal_weight=0 372308 325124 4904 47184 27801 2022 19383 7030 1080 492 465 220 54 12353 11436 588 144 123 102 57 1982 2673 1126 25779 24586 19479 3299 16180 3097
internal_count=4318164 372308 325124 4904 47184 27801 2022 19383 7030 1080 492 465 220 54 12353 11436 588 144 123 102 57 1982 2673 1126 25779 24586 19479 3299 16180 3097
is_linear=0
shrinkage=0.1


Tree=2975
num_leaves=31
num_cat=0
split_feature=3 6 5 5 5 5 1 1 1 1 5 1 0 0 5 5 0 0 1 4 1 5 5 5 5 1 0 0 1 1
split_gain=6.98248e+11 3.98201e+12 6.46498e+12 1.5292e+13 5.93361e+12 7.05905e+12 5.6949e+12 7.27284e+12 1.1362e+13 9.28839e+12 7.5787e+12 9.43984e+12 1.29271e+13 6.84201e+12 6.69815e+12 8.40677e+12 9.4856e+12 8.0831e+12 5.19007e+12 5.1295e+12 4.22952e+12 7.01093e+12 2.06846e+13 2.08072e+13 1.21546e+13 1.93821e+13 1.49473e+13 1.67807e+13 3.48439e+13 2.12208e+13
threshold=2.5000000000000004 1.5000000000000002 225.45000000000002 177.02500000000003 142.05000000000004 132.05000000000004 53.140944450000006 39.666208800000007 39.188277450000008 39.863684800000009 109.05000000000001 37.597123000000003 59.932719750000011 44.226894250000008 109.05000000000001 83.010000000000005 55.734663800000007 57.692655200000004 30.451272450000005 1.5000000000000002 37.487839250000007 97.050000000000011 100.05000000000001 104.75000000000001 71.715000000000018 37.417247200000006 56.663136550000011 59.932719750000011 30.410108300000001 30.502469200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 13 11 12 18 -9 15 17 -17 -11 -1 -13 21 24 -23 -24 -3 26 -26 28 -28 -29
right_child=-2 20 -4 -5 -6 -7 -8 9 -10 14 -12 19 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 29 -30 -31
leaf_value=-69186.134335937502 -6.5934898719856312 1619.3220894629396 61584.212714843758 -80405.804464285728 45064.343449113177 -39222.728754340278 17376.319645935811 -87029.556818181823 66365.354006778492 4500.8553895043542 -10251.621740790853 7191.7913728027343 51025.943307291665 -16608.020473500845 38814.789983974355 -2310.4974522744455 -83384.877473958346 -40514.347372159093 -12691.932265849498 35672.959970873453 -15.905279681156456 -60196.808191964286 82183.364418247773 -8127.8980157406904 -1186.9394596144523 87316.233683035709 95491.161995045739 -27246.253989955359 -4791.3313248697914 39334.715412283418
leaf_weight=20 4205107 8311 20 21 37 36 324 22 34 427 179 100 30 37 39 31 27 44 87 172 101878 70 28 287 427 35 82 91 60 101
leaf_count=20 4205107 8311 20 21 37 36 324 22 34 427 179 100 30 37 39 31 27 44 87 172 101878 70 28 287 427 35 82 91 60 101
internal_value=0 245.242 5067.26 4389.19 5471.02 4560.55 5562.58 2498.01 10159.4 -5102.32 6909.43 14420 -6986.44 -42866.9 -1179.59 -4128.13 -40052 295.614 -23251.6 25201.9 172.2 2191.14 -11026.9 -100.23 2749.93 14554.6 11208.1 27054.5 53118.3 7778.11
internal_weight=0 113057 1687 1667 1646 1609 1573 1249 622 627 588 409 137 59 568 529 58 471 107 272 111370 9492 385 315 9107 796 761 334 142 192
internal_count=4318164 113057 1687 1667 1646 1609 1573 1249 622 627 588 409 137 59 568 529 58 471 107 272 111370 9492 385 315 9107 796 761 334 142 192
is_linear=0
shrinkage=0.1


Tree=2976
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 0 3 3 3 6 5 4 5 5 2 3 4 0 2 5 0 3 3 0 2 2 2 5 0
split_gain=6.18303e+11 7.10676e+12 6.82393e+13 6.12557e+13 1.16707e+14 4.81316e+13 4.90454e+13 4.01782e+13 3.36087e+13 3.45185e+13 2.82275e+13 2.76564e+13 3.80703e+13 1.25886e+14 5.15607e+13 4.75178e+13 4.75466e+13 4.26115e+13 3.26221e+13 3.2201e+13 2.75025e+13 4.27046e+13 3.81605e+13 2.95564e+13 2.4732e+13 2.46303e+13 2.86053e+13 2.64201e+13 2.34298e+13 8.59795e+13
threshold=30.226173900000003 30.259484550000003 18.500000000000004 60.003414000000006 59.950068600000009 23.500000000000004 59.863160500000006 22.500000000000004 20.500000000000004 21.500000000000004 1.5000000000000002 37.995000000000012 2.5000000000000004 65.905000000000015 97.050000000000011 3.5000000000000004 19.500000000000004 1.5000000000000002 60.017447350000005 9.5000000000000018 55.990000000000002 60.017447350000005 22.500000000000004 24.500000000000004 59.834458500000004 12.500000000000002 17.500000000000004 22.500000000000004 58.005000000000003 60.017447350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 4 5 6 8 -6 -4 -10 -11 -5 13 17 -14 -16 -17 -13 19 -15 21 23 -23 -19 -2 -18 -27 -28 29 -22
right_child=1 -3 3 11 7 -7 -8 -9 9 10 -12 12 14 18 15 16 25 20 -20 -21 28 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-238.11899818421895 -36882.120126672104 -5.4583499949893577 -59069.704141130125 5055.4547724774575 -37612.532192332474 38086.794203444813 68484.940981359658 -120529.87583572493 67848.112410481772 7641.1923447906001 -44886.762883679621 -15265.354099424352 16287.874113695816 -55566.082812500004 -106090.17652469757 109580.03348958335 14705.030482153799 57011.814503111113 -47417.317883724965 -230886.73187500003 -143016.54238649766 37010.107634589913 -3702.7960840663309 -69267.288789062513 5448.1063302805151 -101898.61606045083 21447.657848557694 -93334.88110183191 3525.0646016608698 -10471.940296386814
leaf_weight=106361 139 4179209 232 3739 97 171 57 147 48 183 232 2228 1391 22 62 30 102 253 518 20 53 289 1132 20 19677 61 65 29 958 639
leaf_count=106361 139 4179209 232 3739 97 171 57 147 48 183 232 2228 1391 22 62 30 102 253 518 20 53 289 1132 20 19677 61 65 29 958 639
internal_value=0 6.01324 1476.9 -4221.13 -26060.6 -9801.05 -20690.4 -87566.8 -28004.1 -12437.8 -21723.8 -2026.09 -5389.64 -9094.1 7665.36 -26701.2 -9550.92 -4551.8 -54289.9 -139052 2586.29 11536.6 4577.31 47760.6 5151.18 -23457.3 -48570.5 -13964 -6602.69 -20623.5
internal_weight=0 4.2118e+06 32594 12778 1167 923 752 244 695 463 415 11611 7872 6132 1740 349 287 5572 560 42 3344 1694 1421 273 19816 257 155 94 1650 692
internal_count=4318164 4211803 32594 12778 1167 923 752 244 695 463 415 11611 7872 6132 1740 349 287 5572 560 42 3344 1694 1421 273 19816 257 155 94 1650 692
is_linear=0
shrinkage=0.1


Tree=2977
num_leaves=31
num_cat=0
split_feature=3 1 3 0 5 0 0 5 1 3 5 4 3 0 0 5 5 6 3 5 2 3 0 3 0 2 0 5 5 0
split_gain=6.66091e+11 1.62774e+13 3.12443e+13 3.16406e+13 2.34429e+13 2.32968e+13 4.01274e+13 2.13773e+13 1.89322e+13 3.89036e+13 4.5001e+13 4.76336e+13 8.43551e+13 7.39894e+13 9.92537e+13 6.64741e+13 5.05312e+13 6.20686e+13 4.42972e+13 3.86939e+13 5.01756e+13 5.59486e+13 3.89342e+13 3.67808e+13 3.51733e+13 3.30198e+13 3.02256e+13 2.99463e+13 2.9779e+13 6.07343e+13
threshold=16.500000000000004 30.160599000000001 17.500000000000004 59.846652800000008 107.05000000000001 59.916647550000008 59.990816400000007 33.585000000000008 30.243224600000001 24.500000000000004 55.990000000000002 2.5000000000000004 17.500000000000004 59.846652800000008 59.932719750000011 69.015000000000015 98.020000000000024 1.5000000000000002 23.500000000000004 81.00500000000001 12.500000000000002 23.500000000000004 60.035045000000004 19.500000000000004 59.932719750000011 16.500000000000004 59.853570100000006 30.725000000000005 54.710000000000008 60.017447350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 -7 9 10 18 15 13 -13 26 -12 17 19 28 20 -14 25 -21 -24 -20 -22 -15 -26 -3 -30
right_child=1 8 3 4 -6 6 -8 -9 -10 -11 11 12 16 14 -16 -17 -18 -19 24 22 21 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=-21.555003870997425 9217.7442512813595 205.32267086902664 -22381.518128794796 3703.9323059366566 40122.749665807511 20657.986856617648 12402.485106102196 113057.62447265624 109.07088380174172 4593.8932958601899 -12685.850783039952 128267.62806490385 -47694.462269835545 4052.7972123579548 -12283.875067585272 -47273.12891058097 -21930.676014458957 35780.652086378912 33307.290718126598 -21876.757291666669 40610.439408052887 124660.67418064024 -19289.187555803572 118126.31916503907 3830.9508605191741 -95303.654868016107 -121304.35004084968 -20665.433095284512 -18102.49328807044 55003.45462318822
leaf_weight=3318589 354 10065 460 5175 183 34 148 95 968220 5673 2710 26 276 22 328 699 402 823 159 72 39 41 28 64 648 33 153 2171 189 285
leaf_count=3318589 354 10065 460 5175 183 34 148 95 968220 5673 2710 26 276 22 328 699 402 823 159 72 39 41 28 64 648 33 153 2171 189 285
internal_value=0 71.5626 5079.29 2787.01 4947.8 26214.7 47936.5 88704.2 39.0443 -2683.24 -4829.71 -12268.1 -1171.28 -36227.9 -44730.6 -19777.8 9258.95 18371 -1684.19 -7538.76 -24714.1 31414.8 33200.4 76304.2 -12453.4 -21683.5 -105545 -15034.5 1358.88 25853.6
internal_weight=0 999575 6449 5818 5358 631 277 129 993126 24906 19233 5716 2307 529 503 3409 1778 1376 13517 553 389 113 164 92 2978 72 175 2819 10539 474
internal_count=4318164 999575 6449 5818 5358 631 277 129 993126 24906 19233 5716 2307 529 503 3409 1778 1376 13517 553 389 113 164 92 2978 72 175 2819 10539 474
is_linear=0
shrinkage=0.1


Tree=2978
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 1 1 1 1 1 0 4 5 5 5 1 1 1 0 5 1 5 1 1 0 0 0 0 5 3
split_gain=6.27063e+11 6.10655e+12 1.70317e+13 1.33309e+13 2.02066e+13 1.4692e+13 1.18373e+13 1.69742e+13 1.04739e+13 2.42764e+13 1.87319e+13 1.33834e+13 1.59468e+13 1.36264e+13 3.15844e+13 3.44764e+13 2.42263e+13 2.25632e+13 1.40263e+13 1.84063e+13 1.39782e+13 1.27534e+13 1.93635e+13 1.28984e+13 1.23343e+13 1.12421e+13 1.0746e+13 1.02446e+13 1.02022e+13 9.90673e+12
threshold=3.5000000000000004 56.802385350000009 56.782419000000012 56.838612000000005 88.015000000000015 61.310823700000007 59.76223980000001 60.528664650000003 65.58467570000002 65.520339550000017 57.265292900000006 3.5000000000000004 59.810000000000009 112.04500000000002 137.05000000000004 39.826386800000009 59.76223980000001 39.925119750000007 59.950068600000009 132.05000000000004 30.160599000000001 110.05000000000001 30.102666750000001 53.664171200000006 60.693675950000006 57.692655200000004 57.60800230000001 57.265292900000006 68.52500000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -4 -8 9 11 -10 21 -13 20 15 18 -16 -17 19 -15 29 -5 -23 26 -20 -19 -24 -25 -9 -14
right_child=-2 3 6 8 -6 -7 7 28 10 -11 -12 12 13 14 16 17 -18 25 24 -21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=306.9926583113525 -9.3279482260106406 -12445.088954075944 -5006.8347631096121 -964.54658124066691 -81393.682291666672 17595.081938398645 25171.024564930616 3836.0314008440291 17953.889352213544 -26259.817741337531 -38.051471967667617 97701.209267578131 101590.30376420455 24144.288591056036 -10566.302106250001 188182.76769701089 96682.129347826092 17266.597418478264 96372.64884626116 -81573.410504415762 -3418.1146283830917 -110840.41519886366 -56878.689208296651 65228.369531250006 5444.0219876802885 114141.2133125 -11622.169377720771 -15513.633619791668 -52717.527625868053 10412.796364182694
leaf_weight=201033 4074053 1215 330 35444 39 188 724 280 825 378 1938 20 22 58 250 23 23 23 35 23 770 22 71 33 26 25 201 30 36 26
leaf_count=201033 4074053 1215 330 35444 39 188 724 280 825 378 1938 20 22 58 250 23 23 23 35 23 770 22 71 33 26 25 201 30 36 26
internal_value=0 155.677 382.719 -946.123 -10393.4 -8419.75 11494.8 16730.8 -607.799 -1045.57 5334.13 -788.839 9084.25 7725.09 20987.1 49848 -1530.72 106745 21399.8 -5874.32 -154.314 -1153.97 -19960.2 -13992 57616.2 67722.1 -23435.5 26779.8 -2606.78 52202.5
internal_weight=0 244111 202403 41708 1442 1403 1370 1040 40266 37503 2763 37125 1324 1304 486 213 273 71 142 81 818 35801 357 335 61 48 272 63 316 48
internal_count=4318164 244111 202403 41708 1442 1403 1370 1040 40266 37503 2763 37125 1324 1304 486 213 273 71 142 81 818 35801 357 335 61 48 272 63 316 48
is_linear=0
shrinkage=0.1


Tree=2979
num_leaves=31
num_cat=0
split_feature=3 1 3 0 0 1 5 5 0 4 5 5 1 4 1 0 5 5 0 1 1 5 1 5 0 5 0 5 2 0
split_gain=6.87743e+11 6.44299e+12 1.08852e+13 1.62767e+13 5.32382e+13 4.19421e+13 2.03418e+13 1.85549e+13 1.52208e+13 1.79332e+13 1.56311e+13 1.3299e+13 1.32524e+13 2.04541e+13 2.01597e+13 2.70486e+13 3.70812e+13 2.57329e+13 3.66961e+13 5.32243e+13 2.3412e+13 2.23078e+13 1.74552e+13 2.37098e+13 4.52586e+13 5.68484e+13 3.74628e+13 2.75276e+13 2.74562e+13 2.91449e+13
threshold=4.5000000000000009 30.578016350000002 3.5000000000000004 59.863160500000006 59.904813200000007 33.101335500000005 56.835000000000008 48.510000000000012 61.674413550000004 2.5000000000000004 72.010000000000005 123.15000000000002 36.546174950000008 1.0000000180025095e-35 37.328003200000005 44.982728700000003 118.33500000000002 96.015000000000015 55.885524800000006 37.214886200000009 37.314272700000011 118.33500000000002 37.542000650000013 55.405000000000008 55.842510000000011 101.05000000000001 55.860536450000005 54.990000000000002 3.5000000000000004 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 7 -5 -4 9 10 -6 -10 13 -7 15 16 -14 20 19 21 -17 -19 23 27 28 26 -26 -16 -25 -30
right_child=-2 2 3 4 8 12 -8 -9 11 -11 -12 -13 14 -15 22 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=1574.1398132901138 12.258689591765355 156.37590279787241 10044.993158768164 -45319.077902580713 -10768.214734953353 41432.356893242737 -131875.78593750001 42049.172823123808 367.41724749893524 -41904.386498900756 78586.076201171876 -70236.69476273148 21129.783418518535 -13253.944589479708 -4818.3877215018456 5173.6747622654957 159867.85195312501 -81426.33783318015 -113691.15936168324 81957.910174005679 -44218.193708458726 27479.451923076926 -928.29850007254777 -24410.806185542562 110590.35074869794 112102.24222571331 -20521.170806962025 61159.646723445017 -42247.441685512611 -129824.30513980263
leaf_weight=20940 3945856 236519 462 102 927 72 37 298 2239 199 20 27 524 1366 2331 4629 20 68 44 44 98 26 100320 453 24 46 237 65 114 57
leaf_count=20940 3945856 236519 462 102 927 72 37 298 2239 199 20 27 524 1366 2331 4629 20 68 44 44 98 26 100320 453 24 46 237 65 114 57
internal_value=0 -129.922 -231.477 -1030.22 -7695.04 -817.574 -68359.4 22594 -5223.66 -14615.5 -8881.11 -473.85 -978.539 -10515.8 -852.832 5073.56 26230.4 2729.02 -34169.2 -8814.33 4149.68 -51303.5 -1164.63 -8290.72 -21833.4 9600.5 -8464.94 -3028.5 -37298.5 -71439.7
internal_weight=0 372308 351368 114849 3551 111298 139 760 3412 1146 947 2266 110538 1438 109100 5453 544 4909 182 138 4727 94 103647 3327 931 307 261 2396 624 171
internal_count=4318164 372308 351368 114849 3551 111298 139 760 3412 1146 947 2266 110538 1438 109100 5453 544 4909 182 138 4727 94 103647 3327 931 307 261 2396 624 171
is_linear=0
shrinkage=0.1


Tree=2980
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 0 3 1 3 3 0 1 5 4 0 1 6 1 0 3 5 5 3 3 3 5 6 5
split_gain=6.38024e+11 7.23266e+12 4.14366e+13 1.76863e+14 1.29937e+14 1.21216e+14 1.07343e+14 8.81828e+13 1.12062e+14 1.33107e+14 1.6882e+14 8.07926e+13 7.67874e+13 7.47297e+13 7.04175e+13 7.02145e+13 5.90794e+13 1.66584e+14 1.86961e+14 7.10149e+13 9.61079e+13 5.40188e+13 4.88629e+13 4.89026e+13 4.85813e+13 4.58933e+13 1.39562e+14 6.35809e+13 5.3995e+13 4.86217e+13
threshold=35.911716050000003 37.275078000000001 55.946414150000003 55.851332700000007 55.975961550000008 1.5000000000000002 55.87722990000001 55.777112100000004 18.500000000000004 37.214886200000009 12.500000000000002 15.500000000000002 55.924336300000007 36.761894450000007 52.020000000000003 2.5000000000000004 55.820531900000013 36.761894450000007 1.5000000000000002 37.098288800000006 55.795550600000006 12.500000000000002 79.730000000000018 77.00500000000001 4.5000000000000009 24.500000000000004 18.500000000000004 77.715000000000018 1.5000000000000002 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 15 14 -2 9 16 -11 -12 -8 -7 -5 -4 17 -9 -19 20 -20 -15 23 -17 -14 26 -6 -28 -27 -29
right_child=1 -3 4 6 25 13 12 8 -10 10 11 -13 24 21 -16 22 -18 18 19 -21 -22 -23 -24 -25 -26 28 27 29 -30 -31
leaf_value=-110.06449788783652 -98.646581737977272 -8.8742605213543175 52066.171286685916 -20128.554609680177 2202.6327058093125 -66616.292910338787 2159.4309496099299 -118925.50349392361 -342.23941189435953 38128.728496114949 216917.64523809525 42750.407652243593 6610.8954913647149 61138.817173495045 -62539.046169021109 126440.79668898811 -1981.4661057941657 3975.2306116013301 284548.63489583338 215311.99390243902 64365.552202438099 9482.0868095755068 50363.267741765208 300946.35618990386 -38859.297706902718 -2713.8997998689351 48678.462574445701 231276.21280048077 -61474.424776042011 42542.892043340777
leaf_weight=469421 66567 3749534 452 847 16476 107 2376 72 4208 1094 84 39 308 258 728 42 1544 630 21 41 354 940 37 26 991 456 213 39 238 21
leaf_count=469421 66567 3749534 452 847 16476 107 2376 72 4208 1094 84 39 308 258 728 42 1544 630 21 41 354 940 37 26 991 456 213 39 238 21
internal_value=0 13.4243 856.182 -148.358 5014 30124.3 -17889.5 1099.28 10959.8 23220.5 50617.2 161694 -8528.6 13455.2 -39731.6 69178.6 10695.4 28202.6 38329.9 90357.5 76695.8 20606.8 142843 193164 -28078.1 2333.53 3377.65 74291.9 -22865.2 165220
internal_weight=0 3.84874e+06 99209 79904 19305 1862 5250 74654 8087 3879 1217 123 3675 1305 1575 557 2662 1118 1046 416 375 1198 105 68 1299 17443 16749 273 694 60
internal_count=4318164 3848743 99209 79904 19305 1862 5250 74654 8087 3879 1217 123 3675 1305 1575 557 2662 1118 1046 416 375 1198 105 68 1299 17443 16749 273 694 60
is_linear=0
shrinkage=0.1


Tree=2981
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 3 1 5 3 3 1 6 5 1 1 5 1 5 5 5 5 3 1 5 5 3 5 3
split_gain=6.7539e+11 7.77626e+12 4.12202e+13 5.1021e+13 3.02694e+13 5.67846e+13 3.98273e+13 3.21897e+13 3.26851e+13 3.19403e+13 2.93667e+13 2.70298e+13 2.4506e+13 2.73246e+13 1.90008e+13 1.69168e+13 2.67848e+13 1.43518e+13 2.04191e+13 3.42219e+13 1.36733e+13 1.15311e+13 1.13964e+13 1.13321e+13 1.11295e+13 1.09297e+13 1.82877e+13 1.23107e+13 1.07158e+13 9.40258e+12
threshold=56.802385350000009 56.791364150000007 60.648383500000008 60.58031445000001 18.500000000000004 25.500000000000004 60.628582700000003 27.500000000000004 60.601268000000012 68.52500000000002 5.5000000000000009 9.5000000000000018 60.611165000000007 1.5000000000000002 49.505000000000003 60.08989780000001 60.479177250000006 50.805000000000007 60.528664650000003 82.00500000000001 49.995000000000012 86.810000000000016 73.405000000000015 16.500000000000004 61.284352600000013 76.730000000000018 84.030000000000015 18.500000000000004 99.555000000000021 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 12 14 7 29 22 -8 15 24 23 21 -6 -3 -17 -12 25 -20 -13 -14 -9 -5 -4 -19 27 -27 -16 -7
right_child=-2 2 11 4 5 6 9 8 -10 -11 17 20 13 -15 28 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.2271004571561406 78.782905708618742 -7939.59001641751 -13060.834119376639 -12776.470803121376 17116.794767427145 30481.508372043918 1206.119583452665 -6867.8007976871904 47798.800642671136 -55908.648520243878 -4441.8022992239839 -15866.014684150634 -19568.4510590135 8953.401150017633 49046.807728801228 30346.946695674113 1677.7655325185508 -21013.903312800914 -3806.1397008904205 86674.455146059787 -39799.446899738032 -85189.355200892867 -56502.247467447924 22165.83032323252 6847.9930453213783 18616.590074491502 -39930.606598185608 -24033.226821501361 10991.498628270348 80723.87148958334
leaf_weight=3431841 869137 709 691 1145 475 74 208 202 105 185 3752 484 114 2831 530 478 1024 1919 458 46 471 35 60 101 473 256 107 92 86 75
leaf_count=3431841 869137 709 691 1145 475 74 208 202 105 185 3752 484 114 2831 530 478 1024 1919 458 46 471 35 60 101 473 256 107 92 86 75
internal_value=0 -19.8529 -2141.7 -305.075 6629.3 16764.8 -1695.12 16572.4 657.884 -25680 -5188.39 -15200.9 1832.55 6756.59 32145.3 4791.82 10801.5 -8516.64 -13828.9 4452.01 -27669.8 -34982.8 -18234.5 -9944.07 -4970.74 -17710 -3775.35 7341.35 43733.9 55771.3
internal_weight=0 3.44903e+06 17186 15067 6226 2000 909 516 367 393 8841 2119 4226 2980 1091 2211 1502 6630 2878 504 955 149 262 1246 1164 2374 455 348 616 149
internal_count=4318164 3449027 17186 15067 6226 2000 909 516 367 393 8841 2119 4226 2980 1091 2211 1502 6630 2878 504 955 149 262 1246 1164 2374 455 348 616 149
is_linear=0
shrinkage=0.1


Tree=2982
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 0 2 5 2 5 2 5 3 4 3 1 3 3 4 1 4 1 5 3 6 1 3 5 1
split_gain=6.37612e+11 2.85549e+13 2.96791e+13 2.8048e+13 8.84133e+13 5.28112e+13 1.00786e+14 6.36755e+13 1.24244e+14 7.86449e+13 1.42176e+14 5.93393e+13 6.05267e+13 4.62772e+13 4.15806e+13 5.93082e+13 5.54297e+13 6.95253e+13 4.23555e+13 4.21207e+13 5.10363e+13 3.95859e+13 3.81352e+13 4.1641e+13 3.7582e+13 6.40437e+13 3.96059e+13 5.63635e+13 3.74635e+13 5.37573e+13
threshold=55.769960200000007 55.784980300000008 37.214886200000009 37.737121850000008 37.559851850000008 37.533784800000006 55.777112100000004 12.500000000000002 58.040000000000006 4.5000000000000009 70.50500000000001 23.500000000000004 61.020000000000003 31.500000000000004 2.5000000000000004 6.5000000000000009 37.503486000000002 13.500000000000002 12.500000000000002 1.5000000000000002 37.275078000000001 1.5000000000000002 37.362912300000012 60.310000000000009 18.500000000000004 1.5000000000000002 37.597123000000003 7.5000000000000009 26.005000000000006 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 11 7 8 -7 -10 -11 12 13 22 19 -16 18 -18 -17 -14 -21 -9 -4 -24 25 26 -6 -28 -27 -30
right_child=1 -3 3 -5 24 6 -8 21 9 10 -12 -13 14 -15 15 16 17 -19 -20 20 -22 -23 23 -25 -26 28 27 -29 29 -31
leaf_value=29.059490171187992 -42711.24348457867 11.075976239626275 9395.44544775131 -4956.3318603913431 172652.5136263021 -44155.519785276076 8817.8505310812125 -105311.37957974138 -72465.165107996319 -470022.1177083333 -137176.51913470644 73880.435466796873 -11994.985271005593 131078.15828804349 65640.376144353693 -23058.94369419643 90170.177187499998 -58347.874285907928 29088.966702348756 -13945.978581473215 46636.350382835582 30621.980440167681 -13910.054793068339 -95910.943607390873 -15614.500426352897 -11702.368695091349 -44497.196388711738 76843.396694754469 37079.475524227855 7749.7069057099889
leaf_weight=2747102 187 1538638 752 20720 30 163 324 29 34 21 33 100 257 23 110 280 35 317 351 175 677 82 3638 63 410 531 49 175 923 1935
leaf_count=2747102 187 1538638 752 20720 30 163 324 29 34 21 33 100 257 23 110 280 35 317 351 175 677 82 3638 63 410 531 49 175 923 1935
internal_value=0 -50.8124 -2987.64 -2757.21 1199.17 -5257.24 -31697.5 -67959.9 -95850.4 -191603 -266616 -2581.23 -3726.21 -10403.7 9847.14 -3994.65 -11787 -43580.5 5948.85 23489.2 34192.8 -4892.14 -11134.5 -15305.9 13089.3 16319.8 64751.2 50300.1 12689.9 17221.8
internal_weight=0 1.57106e+06 32424 32237 11517 7464 686 362 251 88 54 6778 6678 4476 2202 1093 983 352 631 1109 852 111 4453 3701 4053 3643 254 224 3389 2858
internal_count=4318164 1571062 32424 32237 11517 7464 686 362 251 88 54 6778 6678 4476 2202 1093 983 352 631 1109 852 111 4453 3701 4053 3643 254 224 3389 2858
is_linear=0
shrinkage=0.1


Tree=2983
num_leaves=31
num_cat=0
split_feature=3 2 6 0 5 0 5 1 4 0 0 0 5 5 0 5 0 1 4 5 5 5 1 0 1 1 1 4 1 1
split_gain=6.29253e+11 5.34748e+12 9.33659e+12 1.33851e+13 1.52706e+13 4.78428e+13 4.44334e+13 3.5601e+13 2.03347e+13 3.67138e+13 2.7124e+13 2.31194e+13 1.41104e+13 3.43665e+13 3.26846e+13 1.674e+13 1.32347e+13 5.29891e+13 2.05171e+13 1.71871e+13 1.30011e+13 1.36926e+13 2.54736e+13 1.89318e+13 1.31409e+13 1.23361e+13 1.59845e+13 1.16169e+13 1.05592e+13 1.79204e+13
threshold=4.5000000000000009 3.5000000000000004 1.5000000000000002 52.719210700000012 116.06000000000002 44.039893800000009 107.05000000000001 39.718803500000007 3.5000000000000004 44.874285750000006 47.208883950000008 45.022371150000005 91.050000000000011 95.020000000000024 44.678200800000006 79.010000000000005 44.580511600000001 38.096381250000007 1.0000000180025095e-35 35.985000000000007 97.050000000000011 100.05000000000001 38.975980350000007 44.998833400000002 39.753614400000011 43.94115175000001 39.899261850000009 2.5000000000000004 38.058342000000003 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 4 6 25 12 -8 9 -7 11 -10 15 14 -14 16 17 -4 19 -19 -15 22 -22 24 -23 26 -6 -17 29 -3
right_child=-2 2 3 -5 5 8 7 -9 10 -11 -12 -13 13 20 -16 27 -18 18 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.3706388644693939 11.725831523874374 6551.2864600651974 -79043.55604637634 -3271.6352920928784 71828.028968394894 -157814.45777698865 -17823.5146484375 -173269.88814227766 3216.8680664062504 9998.457440185548 -58003.876302083343 129304.0032451923 143329.24274839743 -45116.409391276044 20646.72476084184 -50018.442330496655 3592.2111638751594 -23089.555974658786 809.59363956684433 -116888.07792968751 143173.21815429689 -105814.26784375001 8846.0957967122395 31925.542265625001 2936.9356445312501 26691.874441964286 177868.27328869049 -10230.239301100759 -1200.1289482308846 45776.306393024119
leaf_weight=337917 3945856 1405 94 21245 44 22 34 26 33 32 30 26 39 48 49 91 6582 105 1719 24 20 25 48 50 20 28 21 379 2025 127
leaf_count=337917 3945856 1405 94 21245 44 22 34 26 33 32 30 26 39 48 49 91 6582 105 1719 24 20 25 48 50 20 28 21 379 2025 127
internal_value=0 -124.275 -1312.25 -1871.87 1229.38 26351.8 595.481 -85183.6 -9958.2 -58369.8 19415.1 58780.7 1149.31 22520.7 75017.4 438.834 1451.88 -5802.33 -2076.85 -40540.4 626.296 14096.5 48354.1 -10424.6 -57480.4 82183.2 106087 -17933.9 3538.91 9802.97
internal_weight=0 372308 34391 30834 9589 236 9353 60 143 54 89 59 9293 299 88 8994 8524 1942 1848 129 211 163 68 95 45 93 65 470 3557 1532
internal_count=4318164 372308 34391 30834 9589 236 9353 60 143 54 89 59 9293 299 88 8994 8524 1942 1848 129 211 163 68 95 45 93 65 470 3557 1532
is_linear=0
shrinkage=0.1


Tree=2984
num_leaves=31
num_cat=0
split_feature=5 0 0 3 0 4 1 3 2 3 3 4 5 1 4 3 1 1 0 1 2 0 2 2 0 4 1 1 3 2
split_gain=6.32378e+11 3.35779e+12 4.12732e+12 6.47983e+12 4.04585e+12 1.45774e+13 7.5153e+12 1.07358e+13 9.09028e+12 6.58873e+12 1.55283e+13 5.36918e+12 4.82344e+12 3.72953e+12 1.64585e+13 3.5673e+12 3.33664e+12 1.01428e+13 1.33708e+13 1.00114e+13 1.68389e+13 9.4563e+12 8.60858e+12 6.03479e+12 1.82667e+13 1.77761e+13 1.46506e+13 1.16597e+13 1.09342e+13 1.25368e+13
threshold=18.050000000000004 43.465905150000005 43.056445700000005 9.5000000000000018 43.592450450000008 1.5000000000000002 39.753614400000011 4.5000000000000009 2.5000000000000004 9.5000000000000018 4.5000000000000009 1.0000000180025095e-35 16.850000000000005 39.969502550000009 1.5000000000000002 6.5000000000000009 37.487839250000007 37.417247200000006 55.86787755000001 37.712318250000003 13.500000000000002 55.734663800000007 2.5000000000000004 1.5000000000000002 55.851332700000007 2.5000000000000004 37.642309100000013 37.559851850000008 6.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3 11 10 -7 -9 -8 14 -4 -10 17 -6 21 20 23 -19 -23 24 -18 26 -25 -27 29 -28
right_child=-2 4 13 -5 16 9 12 8 15 -11 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 22 -24 25 -26 27 28 -29 -30 -31
leaf_value=12832.13065637322 -3.3094454990052564 35232.278553602431 -22985.15645257619 -40313.414118303575 560.53406399299263 93270.485120738638 -41624.642129629632 -9053.6608028017254 -66832.049276620368 99371.883928571435 -21923.258031250003 58296.383847656252 6902.4601444128784 -37750.735017782186 74940.634492187513 -11110.643750000001 734.09929799795304 8551.4530859513725 -15707.267758882963 943.90302129361862 85332.672247023816 28165.44868984077 94707.898493303568 -6995.8959198219736 -17277.03039261153 108543.68531249999 -83527.083454241074 563.63763671875006 -17039.422522144589 -7139.2926348286292
leaf_weight=127 4286109 99 121 28 2886 22 54 29 27 21 25 20 33 67 20 20 3122 352 130 22752 21 262 21 826 687 20 70 20 142 31
leaf_count=127 4286109 99 121 28 2886 22 54 29 27 21 25 20 33 67 20 20 3122 352 130 22752 21 262 21 826 687 20 70 20 142 31
internal_value=0 442.51 -9120.62 3231.65 552.046 11244.1 1222.48 12126.6 -11701.1 52804.1 31997.2 18436.2 -23217.8 -18325.4 -9094.97 -43120.8 432.647 3274.19 13511.6 57.9947 -4023.03 19493.4 33103.2 -4404.58 -2514.43 -10896.6 -13345.6 54553.7 -34929.3 -60081.3
internal_weight=0 32055 363 155 31692 350 282 195 96 68 47 49 87 208 141 47 31342 3651 765 27691 4939 635 283 4918 3809 1109 1069 40 243 101
internal_count=4318164 32055 363 155 31692 350 282 195 96 68 47 49 87 208 141 47 31342 3651 765 27691 4939 635 283 4918 3809 1109 1069 40 243 101
is_linear=0
shrinkage=0.1


Tree=2985
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 6 1 0 0 5 0 3 5 4 5 2 2 4 3 5 5 2 2 2 3 3 0 5
split_gain=6.15631e+11 3.43709e+12 9.93131e+12 1.43089e+13 9.06755e+13 3.91699e+13 5.26675e+13 4.41629e+13 4.21978e+13 2.84666e+13 1.20702e+14 4.0391e+13 6.26696e+13 5.08655e+13 3.51577e+13 3.84684e+13 2.44456e+13 3.25787e+13 3.24158e+13 3.14154e+13 2.3186e+13 2.29382e+13 2.25134e+13 2.2088e+13 3.34037e+13 2.23726e+13 2.04818e+13 2.0211e+13 2.02103e+13 1.95016e+13
threshold=91.398302750000013 92.928903050000017 53.719078300000007 56.028355650000009 92.815157350000007 92.815157350000007 55.993277250000013 1.5000000000000002 92.896330950000007 56.009576300000013 55.975961550000008 50.410000000000004 55.993277250000013 18.500000000000004 68.00500000000001 4.5000000000000009 84.030000000000015 2.5000000000000004 14.500000000000002 3.5000000000000004 17.500000000000004 98.020000000000024 87.395000000000024 6.5000000000000009 8.5000000000000018 16.500000000000004 17.500000000000004 16.500000000000004 56.009576300000013 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 26 9 -7 -8 16 10 -4 -12 13 14 -13 21 27 19 22 -18 -10 -16 -19 -22 -25 -26 -5 -9 -29 -28
right_child=1 -3 3 4 -6 6 7 8 20 -11 11 12 -14 -15 15 -17 17 18 -20 -21 23 -23 -24 24 25 -27 29 28 -30 -31
leaf_value=-6.9624927565060339 -3324.520003723168 -197.17780965805093 2752.5715089216455 -9434.306469318748 3025.8808697295058 -9134.6504154522445 -6159.0801952171478 15958.815697589602 -8345.3766575446007 -968.27815274587817 14725.607428385681 58960.162704551389 19702.035120916666 14321.872366576401 115516.88154481133 -5162.7352272727276 31917.481578947372 131238.38505088407 -72302.595175781258 -110736.21502403845 122457.39684375002 214562.67041666666 49552.736373546511 -60922.151999080881 129074.86195656106 -6776.1630681818178 -21276.243488593158 -55770.127760898918 19092.272696439304 -71181.088354226828
leaf_weight=4176165 5278 85159 9420 5126 16992 5281 2522 2240 1184 4544 1544 292 801 163 106 22 38 38 20 26 25 30 301 34 27 22 526 81 65 92
leaf_count=4176165 5278 85159 9420 5126 16992 5281 2522 2240 1184 4544 1544 292 801 163 106 22 38 38 20 26 25 30 301 34 27 22 526 81 65 92
internal_value=0 204.766 806.966 1229.87 -645.868 2709.33 -1685.71 4253.87 10657.5 5801.08 8286.14 25908.2 38119 62184.2 79521 117520 17537 39692.9 51410.5 -26035.6 -4299.46 137365 58709.2 40055.8 15236.1 68080.5 -11507.7 13609.1 -22441 -28705.4
internal_weight=0 141999 56840 51562 22736 28826 11904 6623 4101 16922 12378 2958 1414 613 450 158 2809 423 359 64 1292 136 339 108 83 49 5744 2386 146 618
internal_count=4318164 141999 56840 51562 22736 28826 11904 6623 4101 16922 12378 2958 1414 613 450 158 2809 423 359 64 1292 136 339 108 83 49 5744 2386 146 618
is_linear=0
shrinkage=0.1


Tree=2986
num_leaves=31
num_cat=0
split_feature=5 5 5 1 1 4 3 1 1 3 0 0 3 1 1 2 0 1 0 0 2 3 1 1 0 0 3 0 3 1
split_gain=6.87514e+11 1.25483e+13 1.85452e+13 7.25708e+13 2.16357e+13 4.04897e+13 1.14285e+14 5.53951e+13 3.54706e+13 5.59128e+13 7.19597e+13 7.60001e+13 4.83185e+13 3.9332e+13 3.84267e+13 2.9774e+13 2.94755e+13 2.84153e+13 4.6095e+13 2.71524e+13 2.18562e+13 1.91659e+13 3.84542e+13 2.03056e+13 2.43387e+13 3.83896e+13 8.84348e+13 3.68576e+13 1.91555e+13 5.93927e+13
threshold=64.020000000000024 63.455000000000005 63.805000000000007 38.151577750000008 37.620907050000007 2.5000000000000004 20.500000000000004 37.39371280000001 37.39371280000001 18.500000000000004 55.551692500000009 55.701368300000006 13.500000000000002 37.582182450000005 37.559851850000008 5.5000000000000009 55.993277250000013 37.457850350000008 55.801980100000009 44.893607100000004 15.500000000000002 8.5000000000000018 30.323743050000001 30.207352000000004 59.982527000000012 59.932719750000011 13.500000000000002 59.950068600000009 22.500000000000004 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 5 8 16 -8 -4 10 -10 12 -12 17 -14 -15 19 -13 -19 -7 28 -3 23 -23 25 -25 27 -27 -11 -30
right_child=-2 2 4 -5 -6 6 7 -9 9 20 11 13 14 15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-7.59180467867602 -75.260653704007609 -20845.739912910696 6640.1764238446822 11646.223199661239 3.6704427078850834 63433.512127543603 35096.934007263182 221166.62204589846 -8553.2393254972758 -21162.213383688388 210742.93393214029 15060.828695186494 43969.102329615547 14847.739214409723 160568.49649305557 -137328.20546875001 7901.1506058365358 163604.93678668479 47246.252563662936 -17085.17191926092 -38285.833947853149 2415.7070412831326 -6357.9606501325161 17693.498698874082 10321.84069089812 294613.16195652174 -28563.471062500001 115587.88532608697 -7875.2782082519543 127449.28492838543
leaf_weight=3297496 947470 652 3034 6652 55600 43 32 32 190 97 43 124 76 36 45 20 853 46 131 1609 123 239 3111 68 123 23 25 23 100 48
leaf_count=3297496 947470 652 3034 6652 55600 43 32 32 190 97 43 124 76 36 45 20 853 46 131 1609 123 239 3111 68 123 23 25 23 100 48
internal_value=0 21.1551 1316.17 5118.2 649.801 6026.16 -3823.39 128132 12178.2 27750.5 44127.5 63339.3 119690 37452.6 87332.5 -39500.8 -7194.7 51769.5 77486.4 -14989.3 -3890.91 -5065.76 -2217.33 23494.3 42722.4 71393.5 122824 205101 13376.7 36013.8
internal_weight=0 3.37069e+06 73198 10916 62282 6682 2569 64 4113 1079 711 521 164 357 121 56 2505 301 177 1652 368 4264 3612 501 262 139 71 46 245 148
internal_count=4318164 3370694 73198 10916 62282 6682 2569 64 4113 1079 711 521 164 357 121 56 2505 301 177 1652 368 4264 3612 501 262 139 71 46 245 148
is_linear=0
shrinkage=0.1


Tree=2987
num_leaves=31
num_cat=0
split_feature=5 3 0 5 1 1 1 4 4 6 0 3 0 2 5 5 0 0 0 3 1 5 0 1 2 5 0 0 4 1
split_gain=6.23859e+11 4.27925e+12 1.02021e+13 1.19732e+13 8.63226e+12 1.43539e+13 2.45519e+13 1.66242e+13 1.49035e+13 1.55527e+13 1.44531e+13 2.96699e+13 5.79531e+13 2.77681e+13 2.17546e+13 1.24767e+13 1.00552e+13 5.4288e+13 2.20017e+13 5.11874e+13 1.9076e+13 1.82824e+13 1.6256e+13 3.95866e+13 2.22909e+13 1.51878e+13 2.18623e+13 2.94795e+13 1.96335e+13 1.89765e+13
threshold=142.05000000000004 4.5000000000000009 43.056445700000005 177.02500000000003 37.971176850000006 37.342273500000012 37.214886200000009 5.5000000000000009 1.5000000000000002 1.5000000000000002 55.455204450000004 3.5000000000000004 55.851332700000007 2.5000000000000004 177.02500000000003 225.45000000000002 55.793358600000012 55.591389050000011 55.645049100000001 3.5000000000000004 38.058342000000003 177.02500000000003 56.121679000000007 49.073956850000009 2.5000000000000004 150.04500000000004 46.672631750000008 54.194619400000008 3.5000000000000004 38.984911950000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 10 -4 -10 13 12 -12 -7 -13 -11 17 20 -19 21 -6 -20 23 -18 -25 26 29 28 -28 -22
right_child=1 -3 4 -5 16 7 -8 -9 9 15 11 14 -14 -15 -16 -17 22 18 19 -21 25 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.638689267215991 58616.721585518972 98.34768830195776 77220.270132211546 -2493.8433541666668 -91484.438237847236 31021.79455030488 -62950.7925655242 114420.71446289062 -51782.012116745289 -1535.3428762690812 117304.05260416667 181018.72523437502 -82220.712901182444 -104413.64842122397 38414.872995923914 41671.251818384102 -146621.26719970704 152854.64449728263 33334.832331730773 139843.87271728515 -134545.73442563656 -90527.528267045462 -12437.929169889911 52393.297764008625 -84836.441796875006 -2837.2018304095318 -25352.328705357144 -69885.183500744053 71906.393347886027 -38959.056085611977
leaf_weight=4297453 56 17232 26 75 27 41 62 20 53 434 24 20 37 24 23 79 32 23 26 32 27 22 611 29 20 1438 35 42 51 90
leaf_count=4297453 56 17232 26 75 27 41 62 20 53 434 24 20 37 24 23 79 32 23 26 32 27 22 611 29 20 1438 35 42 51 90
internal_value=0 -547.518 -3746.59 23629.8 -4817.77 3935.29 -3079.48 28208.6 3190.83 -209.817 18006 41125.5 -3719.17 -18985.1 104742 5118.3 -7763.4 -3849.17 66657.9 41876.3 -8096.09 -23435.4 -18018.5 -60113.6 -3618.84 -6758.31 -29772.8 -1213.15 32324.4 -61017.5
internal_weight=0 20711 3479 131 3348 843 654 189 592 566 169 104 61 65 43 513 2505 1813 103 80 1710 48 692 81 49 1683 245 128 86 117
internal_count=4318164 20711 3479 131 3348 843 654 189 592 566 169 104 61 65 43 513 2505 1813 103 80 1710 48 692 81 49 1683 245 128 86 117
is_linear=0
shrinkage=0.1


Tree=2988
num_leaves=31
num_cat=0
split_feature=3 3 1 1 0 0 0 0 4 5 2 5 3 2 1 6 3 5 3 1 3 1 5 0 1 0 1 2 5 0
split_gain=6.2584e+11 5.44049e+12 1.95769e+13 3.56255e+13 4.33945e+13 9.80067e+13 2.03326e+14 8.12303e+13 5.73652e+13 5.61164e+13 4.36441e+13 4.12784e+13 3.75451e+13 4.2321e+13 3.34489e+13 4.53228e+13 4.18411e+13 3.92127e+13 4.47445e+13 3.13589e+13 8.88719e+13 6.62893e+13 6.22452e+13 5.73033e+13 7.94254e+13 7.88348e+13 5.81888e+13 5.57162e+13 4.99896e+13 4.04005e+13
threshold=10.500000000000002 14.500000000000002 30.362552800000003 30.434657650000002 59.963407450000012 59.932719750000011 59.950068600000009 60.017447350000005 2.5000000000000004 58.040000000000006 9.5000000000000018 64.805000000000021 12.500000000000002 6.5000000000000009 30.410108300000001 1.5000000000000002 13.500000000000002 116.06000000000002 13.500000000000002 30.323743050000001 11.500000000000002 30.346469350000003 52.405000000000008 59.834458500000004 30.332994000000003 59.904813200000007 30.332994000000003 8.5000000000000018 37.995000000000012 60.029906750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 5 9 12 8 -6 -4 -11 -10 13 -7 15 16 -8 18 -17 29 21 23 -23 24 -21 26 -25 -22 -29 -2
right_child=1 -3 3 -5 7 6 14 -9 11 10 -12 -13 -14 -15 -16 17 -18 -19 -20 20 27 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=29.639653632733832 -1364.5789842031054 42.50719204795481 1019.3321504551692 -506.97888169763974 -19271.439152143383 89938.020516378849 -35352.035241122365 -158.7479291078466 -1475.0928295617816 -13551.878964422489 -53109.814725577729 -80235.758969191695 56197.373214202678 195470.53418311407 -47851.615890124616 104189.03793123453 18836.162033199675 -67427.712500000009 20600.85096888951 29332.745734797296 4391.7390387618861 -23982.022370672054 -108399.82680053712 -19089.291426086427 -164769.22140546527 -10800.992039857647 96406.816423357668 -544.98424497274834 29143.995685577043 7033.402109919627
leaf_weight=2688514 31495 1303445 2870 266959 2284 114 287 2535 87 1275 357 283 147 57 121 101 283 31 175 37 5328 275 128 64 49 759 137 764 2201 7002
leaf_count=2688514 31495 1303445 2870 266959 2284 114 287 2535 87 1275 357 283 147 57 121 101 283 31 175 37 5328 275 128 64 49 759 137 764 2201 7002
internal_value=0 -48.898 -414.133 -736.857 -6312.21 -382.444 23623.3 -12960.8 -25188.8 -7399.68 -22205.2 -61716.4 93257.1 125116 1435.41 8235.56 -8448.07 39211.7 51189.3 1445.48 6513.88 -16335.8 -50794.6 -3059.57 -81260.2 3945.9 59631.9 10506.3 21494 162.882
internal_weight=0 1.62965e+06 326205 277966 11007 5818 1316 5189 2654 4502 1632 370 318 171 998 877 570 307 276 48239 9742 1449 403 1046 86 960 201 8293 2965 38497
internal_count=4318164 1629650 326205 277966 11007 5818 1316 5189 2654 4502 1632 370 318 171 998 877 570 307 276 48239 9742 1449 403 1046 86 960 201 8293 2965 38497
is_linear=0
shrinkage=0.1


Tree=2989
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 3 5 2 2 3 5 6 4 5 3 0 2 5 6 0 3 3 3 5 2 5 3 6 5 2
split_gain=6.52712e+11 1.29426e+13 2.79165e+13 4.89904e+13 4.59756e+13 3.64172e+13 4.49352e+13 2.79865e+13 2.55955e+13 3.03436e+13 2.51931e+13 2.27721e+13 2.61324e+13 2.29086e+13 2.25422e+13 2.53165e+13 2.21303e+13 2.59912e+13 2.05454e+13 2.04837e+13 1.98977e+13 2.14188e+13 1.96225e+13 1.8903e+13 1.81187e+13 1.6844e+13 1.60935e+13 3.05106e+13 1.59843e+13 1.38521e+13
threshold=82.91993380000001 82.926290250000008 55.02863030000001 9.5000000000000018 55.039751500000008 20.500000000000004 72.705000000000013 3.5000000000000004 4.5000000000000009 8.5000000000000018 88.015000000000015 1.5000000000000002 1.5000000000000002 33.805000000000007 19.500000000000004 55.07108800000001 9.5000000000000018 99.555000000000021 1.5000000000000002 55.025681450000008 15.500000000000002 13.500000000000002 11.500000000000002 32.910000000000004 10.500000000000002 54.990000000000002 5.5000000000000009 1.5000000000000002 65.50500000000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 6 11 -4 26 -10 -8 12 -5 23 15 24 17 18 -12 -18 21 25 28 -13 -6 -14 -2 -28 -15 -11
right_child=1 -3 4 5 14 -7 10 -9 9 29 16 13 20 22 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=20.264167315731676 2946.0784155075412 -26.293939242346639 462.78367771055639 2024.3350112893422 3121.7879002369368 12256.039749330113 -54412.823725760325 52085.789775858844 33908.903369861953 11987.270080511758 -24916.710486111115 -24686.131536865236 34823.406675606348 -16338.876500036211 -39186.390648202017 -12816.516882464239 117889.32741477274 -73973.445626100351 94871.304873511908 -7457.9744506835941 -21458.330909501747 84096.902042410715 -54977.533224655519 -96407.277011986298 27516.967894071691 -32226.49982077206 37019.917608394469 -14762.285841547431 39743.904644097231 -10062.070843525134
leaf_weight=3395675 1726 907402 164 1544 2912 529 420 292 440 712 45 74 67 863 141 959 22 71 21 32 1222 35 127 73 340 85 123 1519 54 475
leaf_count=3395675 1726 907402 164 1544 2912 529 420 292 440 712 45 74 67 863 141 959 22 71 21 32 1222 35 127 73 340 85 123 1519 54 475
internal_value=0 -74.5922 -2979.48 -5921.43 3310.12 -12633.7 -15402.7 33519.6 1179.15 11478.4 -40719.4 -11669.9 -6962.14 -23342.5 144.783 1461.74 -10608.2 -31978.6 13197.7 43609.4 -16809.6 13568.5 -18138.3 -60302.8 5672.33 -2671.61 -3796.18 -10883.4 -13036.3 3163.82
internal_weight=0 922489 15087 10279 4808 5284 4755 456 4995 1627 611 4144 2953 1191 4352 4211 191 137 66 54 1409 187 1044 147 3252 152 3368 1642 917 1187
internal_count=4318164 922489 15087 10279 4808 5284 4755 456 4995 1627 611 4144 2953 1191 4352 4211 191 137 66 54 1409 187 1044 147 3252 152 3368 1642 917 1187
is_linear=0
shrinkage=0.1


Tree=2990
num_leaves=31
num_cat=0
split_feature=1 1 5 1 6 3 1 1 0 5 0 0 0 0 3 3 3 3 3 5 3 0 3 0 0 1 1 0 0 5
split_gain=6.64024e+11 6.45575e+12 1.23141e+13 1.62175e+13 1.14208e+13 3.04534e+13 4.73217e+13 1.99691e+14 1.22254e+14 6.55405e+13 5.01546e+13 3.54608e+13 5.73841e+13 3.90291e+13 4.19385e+13 3.0987e+13 4.52466e+13 4.95544e+13 3.12202e+13 2.73207e+13 2.57638e+13 3.95174e+13 3.11691e+13 3.54679e+13 4.71814e+13 3.04159e+13 1.02168e+14 2.34513e+14 1.17258e+14 1.12697e+14
threshold=35.911716050000003 33.101335500000005 177.02500000000003 34.359746700000009 1.5000000000000002 7.5000000000000009 30.468306550000005 30.502469200000004 59.950068600000009 66.040000000000006 59.755965500000009 59.916647550000008 59.950068600000009 59.963407450000012 8.5000000000000018 24.500000000000004 13.500000000000002 19.500000000000004 22.500000000000004 41.005000000000003 12.500000000000002 60.035045000000004 11.500000000000002 60.052595500000002 60.003414000000006 30.388336800000001 30.434657650000002 60.003414000000006 60.003414000000006 58.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 8 9 10 -8 -9 -13 -14 19 16 -11 -18 -19 -15 22 25 -6 24 -24 -22 27 -27 -28 -29
right_child=-2 2 3 -5 20 6 7 11 -10 15 -12 12 13 14 -16 -17 17 18 -20 -21 21 -23 23 -25 -26 26 28 29 -30 -31
leaf_value=4287.4928574793239 13.695069476380453 -1514.2737932967584 -7634.942007211539 105167.97882812501 114.67551415769412 -525.15294950955695 -1516.9438023031194 1870.1096712550179 7088.6139506022146 -44571.928683035716 -65531.049229978773 -43791.383576355627 31460.35973946708 -971.92290079085569 6730.0697220684733 -105985.32234375 104812.36784401478 -95312.5224609375 61926.432167119572 -83763.931399456516 1327.5632189923203 -2157.8011954940885 -2952.7772560015328 11751.692180426031 -16687.865791786749 7003.2126029324108 4519.4368409064182 32911.408709455325 -21511.105542513531 95231.422428429505
leaf_weight=11861 3848743 33901 26 25 140486 159967 137 7320 501 84 1148 473 266 61 292 25 71 28 23 115 49792 20708 11850 1239 3170 5130 17535 817 1920 450
leaf_count=11861 3848743 33901 26 25 140486 159967 137 7320 501 84 1148 473 266 61 292 25 71 28 23 115 49792 20708 11850 1239 3170 5130 17535 817 1920 450
internal_value=0 -112.285 -1440.41 47660.6 -8.73562 -612.037 -952.855 -7441.69 -35737.5 -49890.4 -58706.2 -748.519 -16629.5 873.974 -16510.6 -850.388 11908.7 50797 -24400.8 -55069 425.98 1712.83 -365.053 -4510.15 -5851.59 2772.44 5555.32 16518.6 1950.5 55045.6
internal_weight=0 469421 33952 51 435469 182372 170511 10544 2017 1516 1285 8527 1207 734 468 231 206 122 51 176 253097 96352 156745 16259 15020 75644 25852 6397 19455 1267
internal_count=4318164 469421 33952 51 435469 182372 170511 10544 2017 1516 1285 8527 1207 734 468 231 206 122 51 176 253097 96352 156745 16259 15020 75644 25852 6397 19455 1267
is_linear=0
shrinkage=0.1


Tree=2991
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 3 5 1 1 3 5 3 6 3 6 1 5 1 1 5 4 5 3 5 4 5 4 5 5
split_gain=7.27229e+11 4.3088e+12 6.42351e+13 4.56471e+13 2.18412e+13 1.70221e+13 1.39769e+13 8.82778e+13 6.99188e+13 4.63033e+13 4.48499e+13 4.22933e+13 3.52725e+13 3.03982e+13 2.87394e+13 4.93084e+13 4.60245e+13 4.29195e+13 3.49118e+13 3.21695e+13 3.5587e+13 4.84958e+13 7.72046e+13 3.21053e+13 2.63998e+13 2.61719e+13 2.55746e+13 4.52582e+13 4.38082e+13 2.40654e+13
threshold=60.693675950000006 60.063729500000008 61.880021000000006 33.101335500000005 51.815000000000005 68.52500000000002 5.5000000000000009 107.05000000000001 30.502469200000004 30.207352000000004 7.5000000000000009 58.995000000000012 8.5000000000000018 1.5000000000000002 4.5000000000000009 1.5000000000000002 30.160599000000001 63.145000000000003 30.468306550000005 30.278357500000002 40.005000000000003 1.5000000000000002 44.905000000000008 3.5000000000000004 86.810000000000016 2.5000000000000004 80.815000000000012 2.5000000000000004 58.305000000000007 37.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -5 7 14 9 10 13 -10 29 -8 23 16 -16 19 24 20 -17 22 -22 -3 25 -19 27 28 -14 -11
right_child=-2 2 4 5 -6 -7 8 -9 11 12 -12 -13 26 -15 15 17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.1645244775647394 346.93347616440559 -10171.6807548613 42424.507910156251 -31854.095645316989 161192.13791666669 -104329.88614864866 -22818.91224724265 147430.70358952702 42588.267696827854 -3280.9846984705978 9844.6577415582269 231613.59782714845 273.22987201993004 81905.475811197917 67975.404455890486 -28456.605968180982 -79587.130378605783 11221.641927083334 49626.708977141207 -36638.949737936142 -18337.014583333334 2924.7152592234766 256192.38609375001 14512.821834732058 31657.35263247283 -93927.880788675946 -24326.608672382979 21168.310139238372 -21172.621450115941 -68678.938843866606
leaf_weight=4243385 59586 1271 32 261 30 37 34 37 29 97 1316 20 6536 150 113 381 26 27 27 457 21 562 20 900 23 192 471 874 1115 134
leaf_count=4243385 59586 1271 32 261 30 37 34 37 29 97 1316 20 6536 150 113 381 26 27 27 457 21 562 20 900 23 192 471 874 1115 134
internal_value=0 -4.85429 -1685.9 -2102.13 99892.7 -40852.8 -1323.61 -6326.45 559.881 15.4696 16310.4 119741 -2633.53 62554.2 -7741.63 -16903.6 40373.8 -21559.4 -58227.2 -14714.4 -4532.02 10584.5 115580 61.4157 -70260.5 -80964.2 -1642.77 -389.506 -2852.13 -41217.5
internal_weight=0 4.25858e+06 15193 15131 62 298 14833 4057 10776 10727 1500 49 9227 184 4020 1849 139 1710 269 1441 984 603 41 2171 242 219 8996 8525 7651 231
internal_count=4318164 4258578 15193 15131 62 298 14833 4057 10776 10727 1500 49 9227 184 4020 1849 139 1710 269 1441 984 603 41 2171 242 219 8996 8525 7651 231
is_linear=0
shrinkage=0.1


Tree=2992
num_leaves=31
num_cat=0
split_feature=5 5 1 0 2 0 0 0 1 0 0 0 0 3 1 2 6 0 0 2 3 1 0 1 2 1 2 6 1 0
split_gain=6.64816e+11 7.9694e+12 2.26565e+13 6.63808e+13 3.88258e+13 3.60692e+13 3.47559e+13 3.92822e+13 3.83232e+13 3.03932e+13 2.56244e+13 2.51203e+13 3.44965e+13 4.00791e+13 2.89204e+13 3.92427e+13 2.68461e+13 4.97774e+13 2.53071e+13 2.26618e+13 2.16201e+13 2.08896e+13 1.92347e+13 1.28662e+14 1.812e+13 2.22419e+13 1.80377e+13 1.78011e+13 1.75464e+13 2.05421e+13
threshold=87.395000000000024 87.00500000000001 30.451272450000005 55.975961550000008 14.500000000000002 54.940316550000006 59.950068600000009 59.863160500000006 30.332994000000003 60.042666650000008 54.725565150000001 55.946414150000003 55.030402950000003 15.500000000000002 37.767735350000002 5.5000000000000009 1.5000000000000002 55.025681450000008 55.885524800000006 8.5000000000000018 11.500000000000002 30.305955500000003 54.942865800000007 82.962740850000003 9.5000000000000018 52.307266200000008 5.5000000000000009 1.5000000000000002 37.832345550000007 54.978840000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 7 10 20 21 -3 12 16 18 15 -15 19 -18 24 26 -9 27 23 -21 -14 -26 -7 -8 -6 -30
right_child=-2 2 3 -5 28 11 9 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 22 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.1131917639518063 -160.70777618747445 -55761.06673283811 30106.22302585646 37220.006219130293 -76545.458450071848 2368.9795071814337 122692.05546875001 -86826.982848373722 -26784.915948807567 -28186.026966300848 27821.174286684785 -88838.731502016133 30668.973934403319 25277.744240552329 42864.149445564515 -65445.179264018698 -3302.5773672516343 -44620.853623078481 144784.74250000002 376.46110832684201 -196980.07216796876 -10522.125499131944 4877.9979642667486 93426.181233552634 177617.34898437501 31908.974715909091 -3558.3560561419094 32561.433510044644 -56952.053136586343 29257.565191650392
leaf_weight=4036531 242930 61 435 520 87 15463 36 49 76 126 92 31 269 86 93 107 5170 309 25 682 28 54 6819 190 20 22 7686 56 59 52
leaf_count=4036531 242930 61 435 520 87 15463 36 49 76 126 92 31 269 86 93 107 5170 309 25 682 28 54 6819 190 20 22 7686 56 59 52
internal_value=0 9.58 1437.71 1735.62 1244.94 1478.72 -18212.4 -41331.7 -77160.9 7796.77 -5502.46 1141.9 1217.41 24568.4 -2945.39 -25019.4 817.496 -5632.81 47987.8 1963.45 -126883 38850.4 6666.34 20651.1 40206.7 101294 400.968 67829.9 -42920.4 -16565.6
internal_weight=0 4.07523e+06 38703 38125 37605 37407 578 306 153 272 153 36972 36941 622 286 193 36319 5479 336 30840 77 146 7691 872 311 42 23149 92 198 111
internal_count=4318164 4075234 38703 38125 37605 37407 578 306 153 272 153 36972 36941 622 286 193 36319 5479 336 30840 77 146 7691 872 311 42 23149 92 198 111
is_linear=0
shrinkage=0.1


Tree=2993
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 3 5 4 6 5 5 5 4 2 0 1 5 5 5 5 5 0 5 6 5 5 3 2 0 2
split_gain=6.5303e+11 3.96757e+12 1.32467e+13 1.15789e+13 1.02078e+13 1.71803e+13 2.53709e+13 4.01647e+13 3.03939e+13 1.27264e+13 1.56963e+13 1.39499e+13 1.08998e+13 1.03669e+13 9.7202e+12 9.43618e+12 8.75003e+12 9.48116e+12 1.97484e+13 1.83303e+13 2.17525e+13 2.84312e+13 2.71064e+13 3.76689e+13 3.08583e+13 1.9649e+13 1.6954e+13 1.61002e+13 1.39194e+13 2.05848e+13
threshold=83.011163250000024 83.00362155000002 55.012873400000011 33.57500000000001 54.944759500000011 5.5000000000000009 82.00500000000001 2.5000000000000004 1.5000000000000002 81.00500000000001 66.990000000000023 60.005000000000003 4.5000000000000009 1.5000000000000002 55.017766000000002 83.006817700000013 94.040000000000006 39.505000000000003 42.405000000000008 57.705000000000005 58.005000000000003 55.017766000000002 58.040000000000006 1.5000000000000002 58.605000000000011 48.010000000000012 8.5000000000000018 1.5000000000000002 55.014170500000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 14 -3 6 7 8 -6 10 11 13 -8 -7 -4 -13 17 -5 28 25 21 -21 23 -22 -24 27 -26 -20 -19 -30
right_child=-2 2 3 16 5 9 12 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 18 19 20 22 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=2.6800849701603453 -123.54592099352101 -3314.2299355698324 -9939.8495697755588 -3242.8400366492938 -14893.413731509349 29546.565916329 6272.1681199436871 134567.18141447369 44192.178114720395 18820.788968286179 -11635.062818091006 -4224.4828941932092 -60577.55555889423 906.69983864224889 9655.4871534670983 30319.261178311433 -22478.233378686797 -2605.801787076573 -11810.209034505086 -13648.574069300355 4370.9151832217267 25423.623127115672 34422.619165910997 -44933.089175204921 -33228.848503502159 -10775.099233313633 1273.3528329499768 6586.7633635053935 -2856.7725994385696 16119.575161738752
leaf_weight=3893654 389267 1106 291 7532 122 134 394 38 304 539 655 104 26 2225 1946 330 178 1042 661 247 315 757 280 305 145 2994 8012 1697 789 2075
leaf_count=3893654 389267 1106 291 7532 122 134 394 38 304 539 655 104 26 2225 1946 330 178 1042 661 247 315 757 280 305 145 2994 8012 1697 789 2075
internal_value=0 12.2407 1068.5 192.349 5358.5 7327.71 19940.3 36058.1 27271 4531.25 2297.47 5564.86 2133.85 2533.55 7106.43 22041.5 -379.881 -233.387 939.925 -669.595 1845.64 15811.2 297.505 -19883.5 1780.52 -5397.88 660.037 1429.68 7291.06 10891.8
internal_weight=0 3.9289e+06 35243 29266 5977 4871 884 464 426 3987 3448 2793 420 2359 2237 434 27029 26851 19319 15413 10061 1004 9057 620 8437 5352 8157 2358 3906 2864
internal_count=4318164 3928897 35243 29266 5977 4871 884 464 426 3987 3448 2793 420 2359 2237 434 27029 26851 19319 15413 10061 1004 9057 620 8437 5352 8157 2358 3906 2864
is_linear=0
shrinkage=0.1


Tree=2994
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 0 0 2 2 0 1 3 6 1 0 0 1 3 3 0 5 3 2 1 0 2 5 0 4 4
split_gain=6.57295e+11 1.07315e+13 1.52496e+13 2.10666e+13 1.7018e+13 5.85329e+13 8.27703e+13 8.37976e+13 3.88096e+13 3.96533e+13 3.33719e+13 3.32867e+13 3.62709e+13 2.6475e+13 3.53421e+13 2.36857e+13 2.22443e+13 3.27265e+13 7.64531e+13 3.92915e+13 2.09423e+13 1.95673e+13 1.86774e+13 1.71646e+13 3.19124e+13 3.03847e+13 2.38587e+13 2.38321e+13 1.64299e+13 1.59101e+13
threshold=49.010000000000012 48.035000000000004 37.457850350000008 5.5000000000000009 37.582182450000005 55.645049100000001 55.784980300000008 11.500000000000002 4.5000000000000009 55.701368300000006 37.542000650000013 17.500000000000004 1.5000000000000002 37.533784800000006 55.719391050000006 55.86787755000001 37.642309100000013 21.500000000000004 24.500000000000004 55.851332700000007 48.910000000000004 29.500000000000004 15.500000000000002 37.615058950000012 55.801980100000009 6.5000000000000009 48.945000000000007 55.708120100000009 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 9 -7 -11 12 -8 14 -10 -14 17 23 19 -19 -18 28 -9 26 25 27 -6 -25 -13 -17
right_child=-2 2 4 -5 16 6 11 22 13 10 -12 21 15 -15 -16 29 20 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.2631869867240155 -41.251686673463041 5034.3879659979857 -8788.3706225627884 -6322.8375116937859 5470.6497846554485 -40335.181515625009 146467.03899147728 -76060.219205729169 183346.86156250001 39941.019346788198 205859.62611860796 -40217.244996279769 -38888.16040426588 257333.92961309524 47445.843598790321 -18611.67176339286 4759.7664863945347 -216048.84330357143 9563.895255949059 -74353.637614182706 664.14064458525843 32938.086418269231 26356.134816576086 28894.372864583333 -35340.231224423362 -11126.130015980114 -68671.017855525366 148123.78443667764 -140596.92049005683 62380.083196944222
leaf_weight=2196393 2038841 2303 582 5616 117 25 22 24 50 27 22 63 63 21 31 35 15960 28 98 65 57338 26 69 30 63 44 69 38 22 79
leaf_count=2196393 2038841 2303 582 5616 117 25 22 24 50 27 22 63 63 21 31 35 15960 28 98 65 57338 26 69 30 63 44 69 38 22 79
internal_value=0 36.8994 1153.57 -3019.93 1594.17 13607.2 36118.7 76707.2 117279 62147.8 114435 898.421 25371.6 157276 131335 10320.1 1405.32 -18593.8 -52068.5 -117015 1555.93 -42976.8 -73.892 -882.78 21597.4 53624.9 -22033.5 95522.6 -66197.9 37514.2
internal_weight=0 2.27932e+06 82930 7919 75011 1161 579 269 176 74 49 310 199 102 81 177 73850 552 191 93 73298 111 93 361 175 112 186 68 85 114
internal_count=4318164 2279323 82930 7919 75011 1161 579 269 176 74 49 310 199 102 81 177 73850 552 191 93 73298 111 93 361 175 112 186 68 85 114
is_linear=0
shrinkage=0.1


Tree=2995
num_leaves=31
num_cat=0
split_feature=1 1 5 0 5 5 0 6 2 2 3 3 5 5 0 2 2 2 5 5 4 0 0 5 3 5 1 2 0 0
split_gain=6.6962e+11 6.10434e+12 1.23153e+13 1.2284e+13 2.63304e+13 2.97275e+13 1.0059e+13 1.82305e+13 2.99322e+13 1.42256e+13 1.23057e+13 1.48344e+13 2.38101e+13 1.10026e+13 9.87603e+12 1.6029e+13 9.70123e+12 1.36466e+13 1.54367e+13 8.83888e+12 7.5475e+12 7.3437e+12 7.2057e+12 8.63083e+12 6.11671e+12 6.04159e+12 5.91601e+12 1.38796e+13 1.28884e+13 6.22009e+13
threshold=82.970752000000019 82.97193200000001 32.355000000000011 54.947737500000009 78.710000000000022 80.815000000000012 54.959412650000012 1.5000000000000002 7.5000000000000009 2.5000000000000004 18.500000000000004 9.5000000000000018 55.730000000000011 59.510000000000012 54.946533000000009 1.5000000000000002 4.5000000000000009 2.5000000000000004 40.905000000000008 58.305000000000007 1.5000000000000002 54.945614000000006 55.030402950000003 51.815000000000005 16.500000000000004 86.810000000000016 82.964402850000013 22.500000000000004 55.099723300000008 55.078308950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 -2 14 6 -6 7 -5 9 19 11 22 24 -14 16 -16 17 21 -19 -9 -11 -4 -8 -24 -13 -20 -1 28 29 -28
right_child=1 -3 3 4 5 -7 10 8 -10 20 -12 12 13 -15 15 -17 -18 18 25 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.46186014750503629 12830.637111461887 -43.493717842115487 1251.3903320312502 -3966.0181539746927 113244.4144140625 -2939.5819196428574 10469.957065716912 -8737.082217232286 -30498.921554333065 520.39360660206182 -30734.337945909734 -2973.3005401303071 81575.891884428886 28232.628376717406 69089.945674542687 5796.4044739946112 -4217.0474802889757 -9204.6134509698277 23558.845317685289 -36681.039340572039 42329.123046875 -24864.487545711439 4473.706232875028 -13364.34968821732 20796.008693700191 6094.1524967981568 479.63547377487362 16215.65266026531 -7781.3004281804242 18294.653166553642
leaf_weight=3598076 544 637985 252 4845 40 49 289 314 788 704 121 396 58 116 41 1660 3738 290 565 177 46 188 417 776 149 305 60923 591 1696 2025
leaf_count=3598076 544 637985 252 4845 40 49 289 314 788 704 121 396 58 116 41 1660 3738 290 565 177 46 188 417 776 149 305 60923 591 1696 2025
internal_value=0 -93.1385 -1970.82 -2464.08 -4852.55 49277.9 -5376.43 -7298.66 -15256.6 -5578.16 314.095 2020.98 13807.5 46013.7 686.511 7322 -1427.95 5088.1 10776 -18810.6 3084.66 -9907.21 -3697.29 -7129.25 3525.1 17436.2 16.6494 960.433 820.964 1052.73
internal_weight=0 654853 16868 16324 9285 89 9196 6874 2029 1241 2322 2201 719 174 7039 1701 5338 1600 1160 491 750 440 1482 1193 545 870 3.66331e+06 65235 64644 62948
internal_count=4318164 654853 16868 16324 9285 89 9196 6874 2029 1241 2322 2201 719 174 7039 1701 5338 1600 1160 491 750 440 1482 1193 545 870 3663311 65235 64644 62948
is_linear=0
shrinkage=0.1


Tree=2996
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 5 3 1 0 2 0 2 1 5 3 1 0 4 3 2 3 3 0 1 5 0 3 1 5 2
split_gain=6.43626e+11 1.29326e+13 5.55755e+13 7.2722e+13 4.32284e+13 5.85028e+13 4.57691e+13 4.6533e+13 5.82931e+13 4.51073e+13 3.16216e+13 2.96375e+13 3.59193e+13 2.71894e+13 2.43341e+13 2.1168e+13 2.98253e+13 3.61064e+13 4.85123e+13 2.70228e+13 2.35821e+13 2.59469e+13 2.40945e+13 2.28893e+13 2.07677e+13 2.03682e+13 5.81125e+13 8.45705e+13 8.63889e+13 4.49135e+13
threshold=82.91993380000001 55.055104550000003 82.957885500000017 41.505000000000003 7.5000000000000009 120.05000000000001 17.500000000000004 82.933113850000026 55.07108800000001 3.5000000000000004 55.120365700000008 2.5000000000000004 82.940215400000014 52.405000000000008 19.500000000000004 82.926290250000008 55.099723300000008 2.5000000000000004 11.500000000000002 11.500000000000002 16.500000000000004 10.500000000000002 55.110554300000004 82.940215400000014 78.710000000000022 55.050600750000008 9.5000000000000018 82.933113850000026 80.815000000000012 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 25 3 -3 5 9 13 14 -9 10 11 -5 -13 -6 -8 19 17 18 -17 -15 21 22 24 -24 -18 -2 -27 28 29 -28
right_child=1 2 -4 4 6 -7 7 8 -10 -11 -12 12 -14 15 -16 16 20 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=20.122622796514243 51.901188763514739 1856.4931228164999 28.382193134470892 2983.1327823526722 -6343.1287569485212 171862.99101562501 17575.306965511216 35268.732479271079 -1100.2445520010199 -13416.766130800372 -15510.169174693714 -5420.7852624963834 39522.827733933118 -10299.723865429243 -17678.823509348098 30344.416025577579 -20728.289185744638 -34989.343393934687 -30454.637910361602 36266.541093340311 -24736.462372863691 7317.1550537109379 27441.233242766393 -10196.054312048582 -77099.393149909432 -1850.6696146358781 18130.685141680318 10733.400048847292 198150.1812863372 106230.31019112724
leaf_weight=3395675 754204 11169 130368 1088 3305 20 218 530 2616 1473 440 243 663 851 1922 222 1237 1815 321 146 1506 709 194 967 69 3810 186 2070 43 84
leaf_count=3395675 754204 11169 130368 1088 3305 20 218 530 2616 1473 440 243 663 851 1922 222 1237 1815 321 146 1506 709 194 967 69 3810 186 2070 43 84
internal_value=0 -74.0712 -885.036 -4638.67 -8167.96 1268.63 -10396.6 -2711.52 5026.76 395.357 8754.13 14108.3 27468.4 -13978.3 -14087.5 -17118 -19049.3 -28221 -5597.57 -3480.59 -14430.2 -9543.1 -14388.6 -3906.96 -23706.5 98.8001 5810.3 18058.9 66505.1 45539.5
internal_weight=0 922489 162092 31724 20555 3927 16628 5286 3146 3907 2434 1994 906 11342 2140 8037 7040 2358 543 997 4682 3176 2467 1161 1306 760397 6193 2383 313 270
internal_count=4318164 922489 162092 31724 20555 3927 16628 5286 3146 3907 2434 1994 906 11342 2140 8037 7040 2358 543 997 4682 3176 2467 1161 1306 760397 6193 2383 313 270
is_linear=0
shrinkage=0.1


Tree=2997
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 1 5 3 5 3 5 5 5 5 5 5 0 3 0 5 0 5 1 5 4 2 0 3 6 5
split_gain=6.63373e+11 3.34055e+12 7.91229e+12 1.46181e+13 9.95325e+12 9.83081e+12 1.37562e+13 1.29762e+13 1.25311e+13 1.15108e+13 1.63872e+13 1.13291e+13 9.63435e+12 8.92883e+12 1.08118e+13 8.86936e+12 8.65531e+12 2.11245e+13 8.30894e+12 7.75941e+12 7.44807e+12 7.38803e+12 2.66648e+13 6.91708e+13 3.50206e+13 2.10489e+13 1.33397e+13 1.28777e+13 1.37257e+13 1.2601e+13
threshold=83.000022850000008 53.37994195000001 53.310923100000004 83.691301500000009 16.500000000000004 83.761389800000003 60.005000000000003 3.5000000000000004 89.00500000000001 3.5000000000000004 83.010000000000005 161.85000000000002 44.410000000000004 82.00500000000001 68.52500000000002 76.00500000000001 53.204054050000003 4.5000000000000009 53.355366400000001 46.010000000000012 53.355366400000001 72.010000000000005 83.761389800000003 116.06000000000002 2.5000000000000004 8.5000000000000018 53.145783300000012 9.5000000000000018 1.5000000000000002 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 6 19 8 -7 10 -8 -11 -9 14 -6 16 17 -2 -13 -4 -15 -5 23 24 -23 27 -24 -26 -29 -28
right_child=1 -3 4 21 13 7 9 12 -10 11 -12 18 -14 20 -16 -17 -18 -19 -20 -21 -22 22 26 -25 25 -27 29 28 -30 -31
leaf_value=14.743138246073583 -2654.3061064480407 -225.15491117381731 1254.8353798657859 -419.40231223799037 -3391.744441157191 -10408.902779690639 11154.958245790353 1942.6480790006692 69920.719375000001 -2756.9754247785218 108079.73742559525 10310.329761904763 9194.2074479438998 -23213.777320041547 20420.219493705939 -56943.925231291127 -5009.6340662438342 -58181.346865982196 -64428.156862745098 5744.5886903760684 14684.212853803792 96579.88075380068 2083.7176745146285 125273.68015562998 -15867.747484375002 -77422.807588154566 -7307.8982481060611 160.84442210477943 95662.374537037045 -103729.7570652174
leaf_weight=3782924 179 433600 13723 54337 2730 669 103 3081 20 6941 21 21 4520 346 205 38 1475 111 51 5350 61 37 7304 63 100 37 33 34 27 23
leaf_count=3782924 179 433600 13723 54337 2730 669 103 3081 20 6941 21 21 4520 346 205 38 1475 111 51 5350 61 37 7304 63 100 37 33 34 27 23
internal_value=0 -104.2 411.797 -267.724 1557.4 2062.17 1112.81 5063.69 -8077.13 -2632.32 27569.6 -3166.33 6254.85 -3653.37 -1728.56 -9143.83 -8114.71 -23907.8 -42629.4 2514.22 -17533.7 -9.57985 2898.3 32223.6 7278.25 -9409.42 1710.94 6220.98 42432 -46909.7
internal_weight=0 535240 101640 63798 37842 34500 26210 8290 689 7137 124 7013 7601 3342 2935 1803 1765 290 72 19073 407 61995 7658 298 235 198 7360 161 61 56
internal_count=4318164 535240 101640 63798 37842 34500 26210 8290 689 7137 124 7013 7601 3342 2935 1803 1765 290 72 19073 407 61995 7658 298 235 198 7360 161 61 56
is_linear=0
shrinkage=0.1


Tree=2998
num_leaves=31
num_cat=0
split_feature=0 0 5 6 1 4 1 3 1 1 5 1 2 0 1 1 1 0 0 0 5 0 5 3 0 3 5 5 1 1
split_gain=6.62759e+11 1.14611e+13 1.17124e+13 1.09746e+13 2.52158e+13 1.73363e+13 1.53333e+13 1.88749e+13 1.54114e+13 1.9303e+13 1.36427e+13 1.2813e+13 1.39188e+13 1.35793e+13 1.14075e+13 1.39952e+13 1.06553e+13 4.35332e+13 2.20517e+13 1.3887e+13 1.02839e+13 9.98354e+12 1.30467e+13 1.12498e+13 9.80355e+12 1.18423e+14 2.38677e+13 6.57409e+13 3.32264e+13 3.41622e+13
threshold=54.947737500000009 54.942865800000007 103.45000000000002 1.5000000000000002 82.957885500000017 1.5000000000000002 82.95335685000002 3.5000000000000004 82.962740850000003 82.964402850000013 58.005000000000003 82.957885500000017 3.5000000000000004 54.944759500000011 83.093115700000013 82.97193200000001 82.957885500000017 54.943968150000011 54.943649450000002 54.947152850000002 59.005000000000003 54.944759500000011 73.010000000000005 13.500000000000002 54.959412650000012 9.5000000000000018 123.15000000000002 90.015000000000015 39.011252750000004 83.053286850000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 10 -10 16 -12 -13 -14 15 21 17 18 -8 -19 -17 22 -11 -23 25 26 27 28 -2 -30
right_child=24 2 -4 6 -6 -7 8 -9 9 14 11 12 13 -15 -16 20 -18 19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=39.741254041739651 -2683.6779162231906 -2839.8729607095156 -73824.447238991488 -7904.6463401024494 -98.449567932851593 -14712.289652042755 11682.768638700598 18183.896040938969 23604.285343960444 9372.7124374747837 -27133.323348922906 4010.5617788209511 9693.7035791822691 -15429.247220032776 28721.802128588672 -3155.5272057616403 -5159.5591713047952 68623.014168614667 -17275.792137041073 -6030.4139994959678 -12569.136381003642 -839.74356661998013 -15952.347431767454 -18229.153620439301 14.408634817016281 -2614.2648102646576 -60359.872871093758 114073.17501415308 26837.872033727974 5753.7747918407995
leaf_weight=1363348 801 3400 22 436 116096 1927 544 762 307 1704 441 652 242 1939 123 3407 6735 127 509 31 1760 14250 231 382 2782189 12208 40 69 2337 1145
leaf_count=1363348 801 3400 22 436 116096 1927 544 762 307 1704 441 652 242 1939 123 3407 6735 127 509 31 1760 14250 231 382 2782189 12208 40 69 2337 1145
internal_value=0 -53.1717 -865.036 -854.747 -407.137 -7134.63 -2426.38 8689.23 -2825.27 -1296.56 -5845.08 -11277.4 -8809.23 -12641.6 -1646.32 -1818.18 -3606.77 5029.09 -2315.24 53975.8 -6362.02 -401.024 6349.41 -1293.73 28.8653 2451.82 16533.5 17240.3 15680.3 19904.7
internal_weight=0 1.51938e+06 156027 156005 121423 5327 34582 1198 33384 22164 11220 3274 2833 2181 21857 21734 7946 1211 1053 158 5167 16567 1935 14632 2.79879e+06 16600 4392 4352 4283 3482
internal_count=4318164 1519375 156027 156005 121423 5327 34582 1198 33384 22164 11220 3274 2833 2181 21857 21734 7946 1211 1053 158 5167 16567 1935 14632 2798789 16600 4392 4352 4283 3482
is_linear=0
shrinkage=0.1


Tree=2999
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 4 2 1 5 5 2 5 2 4 2 2 3 5 5 5 5 5 4 5 3 1 3 2 2 5
split_gain=7.38993e+11 5.44209e+12 3.04708e+13 2.97255e+13 2.10259e+13 3.10361e+13 1.99101e+13 2.11453e+13 4.41928e+13 3.82536e+13 3.80698e+13 2.1868e+13 2.14308e+13 1.95929e+13 1.67777e+13 1.64808e+13 3.62262e+13 4.01297e+13 2.19386e+13 2.28819e+13 2.12024e+13 1.2732e+13 1.82481e+13 1.6419e+13 1.77104e+13 1.24607e+13 2.17857e+13 2.17535e+13 1.97914e+13 1.23339e+13
threshold=9.5000000000000018 43.514103700000014 43.465905150000005 24.010000000000002 125.85000000000001 3.5000000000000004 16.500000000000004 40.810045900000013 91.050000000000011 39.025000000000013 8.5000000000000018 77.00500000000001 9.5000000000000018 2.5000000000000004 11.500000000000002 10.500000000000002 14.500000000000002 62.995000000000012 62.995000000000012 53.995000000000012 67.990000000000023 125.85000000000001 2.5000000000000004 120.05000000000001 16.500000000000004 46.037218400000008 10.500000000000002 6.5000000000000009 10.500000000000002 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 21 -4 5 6 7 8 9 12 -10 13 -5 -9 -14 16 20 -18 19 -17 -11 23 29 -2 -25 26 27 -24 -28 -23
right_child=1 -3 3 4 -6 -7 -8 11 10 15 -12 -13 14 -15 -16 18 17 -19 -20 -21 -22 22 25 24 -26 -27 28 -29 -30 -31
leaf_value=-45.832148195628996 25.749450029130188 50.891230626556677 79376.424070945941 -21410.124052546576 -47499.43083676332 35991.201430062072 68663.990423387091 -6231.890711151369 -24686.837024456523 -59600.34172204748 157258.75298913044 -23711.735638160764 116518.73352272727 25317.193130037471 3075.9069335937502 -130515.30646033655 -46590.802228009263 93380.482800662881 -186277.4556547619 3475.3480000000004 -166713.1189732143 -90599.332060185188 76617.551074218747 -19548.692975531685 -119973.2290625 10614.502867783596 123672.69981356534 -43256.153289348324 22089.94057904412 4127.1698346819203
leaf_weight=1938624 14355 2360585 37 208 149 146 31 1801 23 154 23 663 22 221 32 26 54 33 21 25 21 27 24 144 20 548 44 41 34 28
leaf_count=1938624 14355 2360585 37 208 149 146 31 1801 23 154 23 663 22 221 32 26 54 33 21 25 21 27 24 144 20 548 44 41 34 28
internal_value=0 37.3397 -1650.32 -9805.16 -10708.4 -9143.99 -11106.4 -11849.7 -28153.3 -35442.2 66286 -7951.37 -6837.65 -2783.65 49293.4 -57880.6 -46235.8 6501.75 -100255 -64833.6 -72453.9 320.947 13061.8 -333.69 -31795.6 17474.3 43762.1 1004.91 79393 -42374.9
internal_weight=0 2.37954e+06 18955 3690 3653 3504 3358 3327 642 596 46 2685 262 2022 54 334 262 87 72 51 175 15265 746 14519 164 691 143 65 78 55
internal_count=4318164 2379540 18955 3690 3653 3504 3358 3327 642 596 46 2685 262 2022 54 334 262 87 72 51 175 15265 746 14519 164 691 143 65 78 55
is_linear=0
shrinkage=0.1


Tree=3000
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 3 3 1 0 0 0 6 3 5 5 0 3 1 3 3 0 0 5 3 6 5 2 2 2
split_gain=6.761e+11 1.08083e+13 2.09694e+13 2.04661e+13 2.37962e+13 3.23934e+13 2.89539e+13 1.98407e+13 1.81647e+13 3.98395e+13 4.42825e+13 2.96163e+13 2.83979e+13 2.71308e+13 2.66711e+13 2.43344e+13 1.97908e+13 1.96069e+13 1.8022e+13 2.75772e+13 4.21756e+13 4.84729e+13 5.61966e+13 5.10991e+13 4.17627e+13 3.32604e+13 2.62952e+13 2.54464e+13 3.41239e+13 2.3177e+13
threshold=49.111504200000006 49.323301500000007 53.340367100000002 56.121679000000007 55.842510000000011 55.834684950000003 2.5000000000000004 19.500000000000004 49.964253350000007 55.795550600000006 55.719391050000006 55.812836050000008 1.5000000000000002 3.5000000000000004 77.00500000000001 40.005000000000003 58.242297500000006 3.5000000000000004 50.158868250000005 4.5000000000000009 9.5000000000000018 53.37994195000001 53.145783300000012 73.010000000000005 6.5000000000000009 1.5000000000000002 112.04500000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6 9 10 17 12 -11 -12 -13 -14 -16 -3 19 26 21 22 -21 -24 25 -25 -10 -27 -29 -22
right_child=1 8 3 -5 7 -7 -8 -9 18 11 13 14 15 -15 16 -17 -18 -19 -20 20 29 -23 23 24 -26 27 -28 28 -30 -31
leaf_value=-34.863546457022267 -77368.078165211409 1850.5217380141364 24050.976023522886 -50350.787182934255 6742.883223042013 -9679.2819973526221 1002.493014796794 55993.939413121239 -6617.1814324470297 -2497.7784245873013 -20604.589072039031 -4911.1379301553225 11490.766869024044 -70474.810956036599 -36813.625836676525 39393.50085751764 43059.016960652669 -9084.9320175076791 -8.2777444051380868 2647.6679797406159 -11768.938838123346 -24995.7984270655 15672.976088368006 182849.57459590517 28044.286076724402 122547.37412109376 -90677.825205592104 8733.0641678370794 121932.6070518092 2247.4233071738727
leaf_weight=2430983 34 2245 549 77 5633 2856 75406 83 1796 1111 334 4111 1358 162 37 406 192 6080 1769209 3074 1411 365 2822 29 380 58 38 89 38 7198
leaf_count=2430983 34 2245 549 77 5633 2856 75406 83 1796 1111 334 4111 1358 162 37 406 192 6080 1769209 3074 1411 365 2822 29 380 58 38 89 38 7198
internal_value=0 44.9097 1149.33 1180.88 1227.82 775.957 1169.09 7458.04 -6.9479 -3357.58 -7865.41 2153.67 10025.5 -36892.8 -3060.94 17912.8 30153.8 -6135.97 23.1279 3235.24 4610.29 10462.8 12457 21284.3 47942.6 83276 -8358.9 67667.2 42603.8 -49.8339
internal_weight=0 1.88718e+06 84638 84604 84527 78811 75955 5716 1.80254e+06 16036 8821 7215 2875 496 4340 1764 229 8325 1.78651e+06 17298 15464 6855 6490 3416 594 214 1834 185 127 8609
internal_count=4318164 1887181 84638 84604 84527 78811 75955 5716 1802543 16036 8821 7215 2875 496 4340 1764 229 8325 1786507 17298 15464 6855 6490 3416 594 214 1834 185 127 8609
is_linear=0
shrinkage=0.1


Tree=3001
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 0 0 0 3 5 4 5 0 5 3 0 5 5 1 0 0 0 1 3 0 0 5 3 3
split_gain=6.91798e+11 6.3698e+13 4.04998e+13 4.76687e+13 2.25382e+13 5.23653e+13 2.82997e+13 2.90759e+13 6.18919e+13 1.94024e+13 1.58571e+13 1.54019e+13 1.41106e+13 1.25483e+13 1.24503e+13 1.24293e+13 1.11302e+13 1.09684e+13 1.08915e+13 1.00605e+13 5.21342e+13 3.68428e+13 8.45028e+13 5.11702e+13 4.8345e+13 4.06432e+13 9.48413e+13 5.44776e+13 4.27251e+13 3.46843e+13
threshold=54.845880150000006 53.664171200000006 54.484631300000011 5.5000000000000009 55.535913550000011 56.009576300000013 56.093493200000005 56.367862600000002 56.143542450000005 11.500000000000002 67.990000000000023 2.5000000000000004 137.05000000000004 57.057093650000006 71.715000000000018 2.5000000000000004 53.973051950000006 61.020000000000003 78.710000000000022 57.550671000000001 53.516665650000007 54.811549550000009 57.945214300000011 56.135466100000009 11.500000000000002 54.864040150000001 55.078308950000007 85.91500000000002 13.500000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 -4 -6 14 8 -8 10 13 -12 -13 -5 -7 -10 -3 -9 -18 20 29 23 25 24 -22 -23 27 28 -27 -2
right_child=19 2 3 9 5 6 7 17 15 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.8536649380938801 11439.528001608767 -35975.110303936301 13572.337032481237 -10545.425250783033 -42341.289789822491 14367.759109567633 4110.5431312962583 960.60206999687477 -36285.53015466639 -36307.755168291449 -68489.210545459689 -16511.516532860325 -90128.370818865747 4993.3913675424383 62990.579134114589 -81091.459241071425 -14524.018794546208 -10297.957571671295 -59315.492286900117 -12.374870409655022 7577.6762365896648 -2739.7770010038316 1972.9364445742794 -12931.883096669108 780.91866931517484 -41640.102661989018 -7304.7632811075855 -188017.40062500001 99244.975221946021 -7534.1247082734426
leaf_weight=2686671 1072 325 1043 3109 310 692 342 6425 111 317 69 730 27 624 57 140 1775 1000 56 1514269 23538 5007 36235 1742 18843 998 3075 25 22 9515
leaf_count=2686671 1072 325 1043 3109 310 692 342 6425 111 317 69 730 27 624 57 140 1775 1000 56 1514269 23538 5007 36235 1742 18843 998 3075 25 22 9515
internal_value=0 -30.9278 -6105.61 -4263.12 -349.573 -1949.28 -521.025 -2257.52 -23566.1 -12385.6 -10722.2 -23259.8 -19137.2 -7947.99 18068 -61276.9 -18921 -555.702 -15893.9 51.8002 1022.88 1807.97 -193.217 3865.35 4555.77 -8793.04 -16149.5 -42176 -38601.4 -5612.92
internal_weight=0 2.70382e+06 17152 14996 10120 9077 8767 8018 593 4876 4559 826 757 3733 749 251 2156 7425 1831 1.61434e+06 100072 89485 45362 44123 42381 9127 4120 1045 1020 10587
internal_count=4318164 2703823 17152 14996 10120 9077 8767 8018 593 4876 4559 826 757 3733 749 251 2156 7425 1831 1614341 100072 89485 45362 44123 42381 9127 4120 1045 1020 10587
is_linear=0
shrinkage=0.1


Tree=3002
num_leaves=31
num_cat=0
split_feature=2 0 1 5 5 4 1 1 5 5 5 5 0 4 5 6 3 5 5 5 5 0 1 6 5 4 5 5 4 2
split_gain=6.84621e+11 3.68912e+12 1.07115e+13 8.23392e+12 1.40724e+13 7.93676e+12 1.17934e+13 7.26504e+12 1.35617e+13 9.79057e+12 5.28691e+12 7.35527e+12 3.94564e+12 8.11022e+12 3.05136e+13 6.78906e+12 1.09838e+13 9.73339e+12 1.33767e+13 1.03208e+13 5.9637e+12 5.20503e+12 4.5059e+13 1.86191e+13 2.16705e+13 4.87184e+13 1.37129e+13 8.95583e+12 4.2955e+12 4.00151e+12
threshold=19.500000000000004 44.732363600000006 37.737121850000008 66.040000000000006 74.610000000000014 1.0000000180025095e-35 39.714575750000009 39.739656000000004 88.015000000000015 104.75000000000001 60.610000000000007 53.385000000000012 45.005863250000004 2.5000000000000004 78.710000000000022 1.5000000000000002 23.500000000000004 44.605000000000011 40.605000000000011 61.845000000000006 50.410000000000004 45.013473000000012 39.071052600000009 1.5000000000000002 104.75000000000001 2.5000000000000004 52.020000000000003 69.610000000000014 1.5000000000000002 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 8 -6 -10 11 -8 13 14 15 16 -3 18 -18 -19 -17 22 23 -14 25 26 -25 -24 -28 -15
right_child=1 12 3 4 7 6 10 -9 9 -11 -12 -13 21 29 -16 20 17 19 -20 -21 -22 -23 27 24 -26 -27 28 -29 -30 -31
leaf_value=6.1153326934127437 64360.940924072267 -17594.322498668324 -41059.341178385424 -92638.806601562508 46329.32416487069 -4500.60768982438 40476.174881352228 52890.965000000004 -77590.681256300406 -6590.3174278846163 80307.47278645834 -20778.261881510418 -18913.211279296876 38712.581909179688 -97940.711040296068 -5236.794714974666 -166.12109375 -28189.65344889323 77633.533373544735 34388.715334109045 -29222.934030849967 -282.32548925392757 -10721.497664464077 41583.976636904765 147960.07187499999 -69414.523521205352 154167.43162202381 -62709.868957519531 91612.81161684783 2472.8615584935901
leaf_weight=4218655 32 132 24 20 29 121 107 20 31 52 24 24 34 50 38 276 39 60 51 47 166 97760 107 42 25 28 21 48 23 78
leaf_count=4218655 32 132 24 20 29 121 107 20 31 52 24 24 34 50 38 276 39 60 51 47 166 97760 107 42 25 28 21 48 23 78
internal_value=0 -259.258 8449.98 4491.68 -14469.8 14098.8 18895.2 -2626.04 -12539.8 -33108.5 37159 29254 -301.825 -6760.22 -10460.9 -6149.28 4727.27 19683.9 43920.3 -701.959 -14245.2 -240.131 12336 47419 63644.1 45153.8 82455.1 -26821.1 121468 16629
internal_weight=0 99509 484 452 152 300 276 132 112 83 155 131 99025 937 809 771 329 197 90 107 442 98088 328 173 139 114 86 155 44 128
internal_count=4318164 99509 484 452 152 300 276 132 112 83 155 131 99025 937 809 771 329 197 90 107 442 98088 328 173 139 114 86 155 44 128
is_linear=0
shrinkage=0.1


Tree=3003
num_leaves=31
num_cat=0
split_feature=1 3 6 1 1 0 0 3 5 5 1 0 5 0 0 5 3 0 0 4 5 3 0 0 0 5 3 4 5 3
split_gain=6.63135e+11 3.13433e+12 1.65841e+13 1.9483e+13 2.93815e+13 3.03347e+13 2.97405e+13 1.90211e+13 1.75293e+13 1.73934e+13 1.47513e+13 5.60994e+13 3.08219e+13 2.35965e+13 3.11419e+13 2.71846e+13 1.67143e+13 1.69102e+13 2.40147e+13 1.42675e+13 1.39689e+13 1.38104e+13 1.55803e+13 1.74128e+13 1.42495e+13 1.34252e+13 1.3705e+13 1.95378e+13 3.7432e+13 3.54259e+13
threshold=91.398302750000013 9.5000000000000018 1.5000000000000002 92.896330950000007 92.815157350000007 56.009576300000013 55.975961550000008 15.500000000000002 32.005000000000003 60.005000000000003 92.815157350000007 56.028355650000009 56.505000000000003 56.009576300000013 56.093493200000005 150.04500000000004 18.500000000000004 55.975961550000008 56.009576300000013 3.5000000000000004 90.015000000000015 15.500000000000002 56.093493200000005 55.993277250000013 56.009576300000013 104.75000000000001 10.500000000000002 2.5000000000000004 74.610000000000014 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 -5 -8 11 16 -13 15 -15 -12 17 -4 19 -19 -9 22 23 -10 -23 26 -6 -28 29 -29
right_child=1 2 10 8 25 -7 7 20 21 -11 13 12 -14 14 -16 -17 -18 18 -20 -21 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-7.2261174413612075 540.2870700673808 2545.6691527816565 -9421.0264028712245 -14275.658045012126 -34498.208234458558 -1649.7503627398755 39587.643860351563 20897.013126568108 11510.928115461371 136934.60646551725 -5032.2101850044419 -13240.878160638918 -43835.295748558761 4688.8317882375268 -5920.6346990672619 66784.075402601724 -18960.32967760949 13887.563004517491 -2537.1274545921865 60140.394820092435 92925.920005580352 -2388.1385000772457 1751.2324512105051 34279.621804548682 8109.8791791089971 37078.978463152984 -9952.9565137787104 68975.553161621094 -12538.066514428978 -117.25036368534484
leaf_weight=4176165 95512 939 971 422 187 3297 50 701 1011 29 9568 1044 481 10160 3802 53 432 1099 1459 71 28 2165 790 503 3210 67 3285 152 366 145
leaf_count=4176165 95512 939 971 422 187 3297 50 701 1011 29 9568 1044 481 10160 3802 53 432 1099 1459 71 28 2165 790 503 3210 67 3285 152 366 145
internal_value=0 212.519 -460.912 1987.09 -1149.86 3995.32 14648.9 28714.4 5567.43 75322.6 -1918.21 -6553.21 -22890.7 -826.034 1799.76 -4636.59 -373.995 1856.37 6021.58 16694.4 23663.6 6657.91 13135.3 19075.4 3881.38 -7326.03 -8045.53 -6792.58 8866.29 35243.4
internal_weight=0 141999 46487 17347 9246 5044 1747 808 8101 79 29140 5557 1525 23583 13962 9621 4032 3600 2629 1170 729 7679 2304 1514 5375 4202 4135 3948 663 297
internal_count=4318164 141999 46487 17347 9246 5044 1747 808 8101 79 29140 5557 1525 23583 13962 9621 4032 3600 2629 1170 729 7679 2304 1514 5375 4202 4135 3948 663 297
is_linear=0
shrinkage=0.1


Tree=3004
num_leaves=31
num_cat=0
split_feature=1 5 2 5 3 1 0 5 2 5 0 2 2 2 4 5 3 5 5 5 5 0 4 5 3 5 5 5 5 0
split_gain=6.8787e+11 3.52702e+12 7.0699e+12 5.5345e+12 5.10313e+12 9.75263e+12 2.3576e+13 8.98642e+12 8.83359e+12 7.86221e+12 1.41319e+13 9.99571e+12 1.05901e+13 8.84755e+12 7.77857e+12 1.55686e+13 9.92414e+12 1.0948e+13 9.42928e+12 1.49133e+13 1.31234e+13 1.03207e+13 8.46575e+12 8.73269e+12 7.31886e+12 7.19883e+12 7.12473e+12 6.72027e+12 1.47035e+13 1.41163e+13
threshold=113.46563545000002 38.210000000000008 13.500000000000002 38.610000000000007 9.5000000000000018 114.17164950000002 51.83362145000001 58.995000000000012 1.5000000000000002 109.05000000000001 48.713222300000005 9.5000000000000018 6.5000000000000009 4.5000000000000009 2.5000000000000004 81.910000000000011 4.5000000000000009 150.04500000000004 74.010000000000005 65.045000000000016 77.00500000000001 52.056565900000003 3.5000000000000004 78.710000000000022 5.5000000000000009 96.015000000000015 57.995000000000012 49.505000000000003 52.020000000000003 56.635684300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -8 -6 -11 12 13 -12 15 -9 22 18 19 -18 21 -20 23 -16 -10 -24 -26 -7 29 -29
right_child=1 3 -4 4 9 27 7 14 24 10 11 -13 -14 -15 16 -17 17 -19 20 -21 -22 -23 25 -25 26 -27 -28 28 -30 -31
leaf_value=-3.2540952984582128 -2060.8089580111882 27979.575827508223 40665.439568935297 -40731.109083294054 -1146.0245244416094 4041.1999870352374 -5999.9069790086878 24471.897887899711 6387.0353303219663 57600.880625000005 -15940.442669968377 -74979.974017333981 12540.557607581968 -89312.282957175921 27371.855304276316 -22438.197268036267 10902.081594809608 -41395.618512561283 96280.198484848486 -8127.492571855305 10417.28566572658 11099.52378125 26896.684281412763 -20512.014069475448 -1843.5219722918609 107068.52812500001 -47795.601350446435 -26380.141119891174 -363.96060430098919 -1255.5807185332344
leaf_weight=4289649 5551 76 39 116 4520 2344 1085 559 3258 20 42 40 61 27 171 81 782 51 33 870 859 25 24 49 938 21 35 458 5943 437
leaf_count=4289649 5551 76 39 116 4520 2344 1085 559 3258 20 42 40 61 27 171 81 782 51 33 870 859 25 24 49 938 21 35 458 5943 437
internal_value=0 489.528 -1762.72 1038.71 949.103 1710.64 4058.33 4646 2049.85 -1983.69 -21911.3 -31265.6 -17815 -44651.2 8561.21 18534.8 6348.69 4483.4 5394.2 880.454 13525.8 59564.4 24790.4 16706.8 4114.13 64310.2 -3496.47 -579.529 -2163.47 -14112.6
internal_weight=0 28515 5590 22925 22849 18139 8957 8841 5316 4710 190 170 130 69 3525 640 2885 2620 2569 1652 917 58 265 220 4231 45 973 9182 6838 895
internal_count=4318164 28515 5590 22925 22849 18139 8957 8841 5316 4710 190 170 130 69 3525 640 2885 2620 2569 1652 917 58 265 220 4231 45 973 9182 6838 895
is_linear=0
shrinkage=0.1


Tree=3005
num_leaves=31
num_cat=0
split_feature=3 0 0 1 5 3 5 0 3 0 4 3 0 0 0 1 5 5 3 5 5 5 1 0 5 2 5 5 5 1
split_gain=7.09791e+11 5.45074e+12 5.09556e+13 4.15857e+13 4.26657e+13 3.34303e+13 2.67312e+13 2.13437e+13 2.16901e+13 6.02183e+13 3.71528e+13 2.66017e+13 2.37285e+13 1.00881e+14 8.81469e+13 4.45921e+13 4.39903e+13 5.04586e+13 4.83287e+13 6.42229e+13 3.96524e+13 4.39376e+13 3.90733e+13 1.4918e+14 6.92638e+13 1.16625e+14 9.22648e+13 1.06774e+14 9.94739e+13 7.86849e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 39.666208800000007 137.05000000000004 8.5000000000000018 161.85000000000002 45.254062050000009 8.5000000000000018 45.091904500000005 2.5000000000000004 5.5000000000000009 43.642715500000008 43.592450450000008 44.226894250000008 39.714575750000009 85.020000000000024 83.010000000000005 6.5000000000000009 116.06000000000002 57.995000000000012 125.85000000000001 39.787929450000007 43.514103700000014 63.455000000000005 4.5000000000000009 161.85000000000002 70.50500000000001 93.00500000000001 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -6 8 11 -10 -11 -1 13 22 -14 20 17 -17 -18 -20 -15 -22 24 -24 -13 -26 27 29 -29 -27
right_child=-2 -3 3 -5 6 -7 -8 -9 9 10 -12 12 14 15 -16 16 18 -19 19 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=393.90144574659587 36.594510510708218 -123.96758230410886 9596.2896685694705 -1445.7199830687121 136257.97400483632 -3318.2490184136145 10117.571484375001 -3564.8215236990145 1000.7058499785155 9294.0361321145392 34997.047415729008 190.07693059473863 14373.44486844299 12623.971834675587 -2058.8270640379446 -32253.014875675588 -45426.548267663049 -191928.47312500002 164673.10000000001 -51285.282738095237 -48320.917124899839 91152.047875000004 -2150.1493784888094 -84787.705702067062 77264.95268921605 213744.06742788461 159405.0595703125 -132142.3241321492 25740.934472656252 -22149.235068044356
leaf_weight=188788 2379540 1586110 12644 6929 42 2382 28 15980 53926 3769 661 1782 3488 548 50938 1890 46 20 40 21 234 25 7507 225 346 26 28 106 64 31
leaf_count=188788 2379540 1586110 12644 6929 42 2382 28 15980 53926 3769 661 1782 3488 548 50938 1890 46 20 40 21 234 25 7507 225 346 26 28 106 64 31
internal_value=0 -44.9175 310.762 4968 7911.87 7549.01 85801.8 0.387192 181.533 1921.42 13129.2 -214.842 -1920.83 -5770.03 -1005.73 -22481.2 -30429.6 -33925 31965.5 90326.8 -2615.06 -34858.3 -1104.46 -4554.89 10091 39447.7 -11865.1 -32991 -72703.9 85451.2
internal_weight=0 1.93862e+06 352514 22025 15096 15026 70 330489 314509 58356 4430 256153 67365 12939 54426 2824 2017 1910 107 61 807 259 10115 7732 2383 601 255 227 170 57
internal_count=4318164 1938624 352514 22025 15096 15026 70 330489 314509 58356 4430 256153 67365 12939 54426 2824 2017 1910 107 61 807 259 10115 7732 2383 601 255 227 170 57
is_linear=0
shrinkage=0.1


Tree=3006
num_leaves=31
num_cat=0
split_feature=5 5 1 0 2 0 1 1 3 3 2 3 0 2 1 0 3 2 6 0 2 6 3 1 0 1 0 1 1 2
split_gain=7.41542e+11 6.83653e+12 1.84255e+13 5.35003e+13 3.12712e+13 2.9125e+13 2.90089e+13 4.81685e+13 4.19179e+13 4.0755e+13 2.32775e+13 2.2096e+13 2.0322e+13 1.63454e+13 1.60542e+13 1.58092e+13 2.35258e+13 2.53249e+13 2.03464e+13 4.07843e+13 1.84064e+13 1.73945e+13 4.00344e+13 1.70387e+13 1.64953e+13 1.86142e+13 9.35751e+13 1.64024e+13 2.00776e+13 1.54909e+13
threshold=87.395000000000024 87.00500000000001 30.451272450000005 55.975961550000008 14.500000000000002 54.940316550000006 30.305955500000003 30.332994000000003 14.500000000000002 22.500000000000004 6.5000000000000009 8.5000000000000018 55.946414150000003 16.500000000000004 30.388336800000001 55.030402950000003 15.500000000000002 9.5000000000000018 1.5000000000000002 55.025681450000008 8.5000000000000018 1.5000000000000002 11.500000000000002 37.726745000000001 55.014086100000007 82.962740850000003 54.944759500000011 37.39371280000001 37.615058950000012 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 8 10 -3 -10 -8 -7 15 -6 -9 18 21 23 20 -20 -13 27 -23 -18 25 -22 -27 -17 -29 -5
right_child=-2 2 3 29 13 11 7 14 9 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 24 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.5649240019677766 -169.72819411433269 -15316.830862392209 27095.388011179959 19978.410360632741 -80049.799462890631 62216.426959745761 -74362.238295200907 14235.63522644043 123020.79547526043 -44005.537537202385 -197817.65870535714 368.37776420564592 -79961.493951612909 -18618.812979353719 -48481.709044894371 78317.512499999997 -12586.760954871545 -50399.460166015633 -2727.656404400278 -40128.566378438518 2760.7792632202459 20780.352685729071 144415.33639171513 44935.429518037687 1658.1474950844633 84070.581217105268 10374.652942072786 -71411.005253232768 22303.211046006945 55558.390543764377
leaf_weight=4036531 242930 265 435 323 64 59 56 96 48 21 21 23147 31 134 71 36 104 80 5166 309 1572 67 43 102 4080 190 1849 29 108 197
leaf_count=4036531 242930 265 435 323 64 59 56 96 48 21 21 23147 31 134 71 36 104 80 5166 309 1572 67 43 102 4080 190 1849 29 108 197
internal_value=0 10.1177 1332.85 1601.51 1161 1370.8 -16387.7 -42598.5 2760.24 72186.7 -108032 1068.14 970.401 -38475.3 -12428.6 1038.43 17577.9 -2648.83 779.263 -4838.5 1776.64 38019.1 69110.4 15895.1 6015 10937.7 17241.9 18250 2465.9 33457.7
internal_weight=0 4.07523e+06 38703 38125 37605 37407 578 244 334 69 77 36972 36913 198 167 36882 569 286 36313 5475 30838 283 110 206 7691 3611 2039 173 137 520
internal_count=4318164 4075234 38703 38125 37605 37407 578 244 334 69 77 36972 36913 198 167 36882 569 286 36313 5475 30838 283 110 206 7691 3611 2039 173 137 520
is_linear=0
shrinkage=0.1


Tree=3007
num_leaves=31
num_cat=0
split_feature=5 4 0 0 0 1 2 1 1 2 1 1 0 0 0 5 2 0 4 0 0 1 5 3 5 0 5 2 1 2
split_gain=7.07394e+11 1.80345e+13 2.78747e+13 2.69219e+13 2.75416e+13 7.4691e+13 4.20237e+13 3.36433e+13 2.99127e+13 2.78847e+13 3.15662e+13 4.2874e+13 5.3644e+13 1.05999e+14 7.89779e+13 4.85786e+13 4.74998e+13 5.19189e+13 4.65322e+13 4.4741e+13 8.56425e+13 1.07695e+14 7.11094e+13 4.72163e+13 4.678e+13 4.54667e+13 4.39029e+13 4.24474e+13 4.12841e+13 5.57329e+13
threshold=74.610000000000014 2.5000000000000004 45.067452850000002 45.133160800000006 47.228519500000004 39.007683500000006 16.500000000000004 39.488326500000007 37.436176200000013 21.500000000000004 30.323743050000001 30.305955500000003 59.939091550000008 59.932719750000011 60.042666650000008 77.715000000000018 13.500000000000002 59.904813200000007 1.5000000000000002 59.963407450000012 59.990816400000007 30.207352000000004 83.010000000000005 10.500000000000002 85.91500000000002 59.896318000000008 132.05000000000004 1.5000000000000002 30.207352000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 -5 10 11 19 13 16 27 -15 17 18 -13 25 21 -21 -23 -24 -25 -6 -22 -14 -27 -30
right_child=1 -3 3 4 9 6 -8 -9 -10 -11 -12 12 14 15 -16 -17 -18 -19 -20 20 26 22 23 24 -26 28 -28 -29 29 -31
leaf_value=15.558412750563413 1823.7150694682603 136.0100104310996 -13654.30498801003 89210.076136363641 494.01774803356443 87832.621396821123 -37746.786294958729 23230.358452185126 -30320.307655443718 10831.802399604783 -3758.152581470853 -32079.714203869047 56240.076662946434 117838.42808483493 89753.16591666668 44543.973394519562 -57043.29813268681 -10764.46854119301 39322.562487478179 -132324.18762600806 -4561.0859973854358 91029.239181703189 86086.829648575687 -130661.17050781251 12399.101274414063 -106295.43246527779 132012.79410807294 -25557.917505279496 -24137.50080148843 34374.663523798401
leaf_weight=3762241 19896 471326 2078 22 2898 87 106 1098 433 1543 50368 105 70 124 75 334 101 512 698 31 1221 281 53 32 80 54 24 677 1412 184
leaf_count=3762241 19896 471326 2078 22 2898 87 106 1098 433 1543 50368 105 70 124 75 334 101 512 698 31 1221 281 53 32 80 54 24 677 1412 184
internal_value=0 -105.292 -1449.69 -2456.29 -2084.71 10298.5 22577.2 27973.3 -24540.8 -2439.87 -2785 2681.85 13227.5 22569.7 -8071.07 64387.9 9043.78 14119.7 29986 -1852.59 11875.6 47904.7 60431.8 8323.47 -28475.3 -7050.46 -1928.34 -17892.8 -20301.3 -17391.7
internal_weight=0 555923 84597 64701 62623 1746 1291 1185 455 60877 59334 8966 2696 1874 822 458 1416 1315 803 6270 1722 477 446 165 112 4548 1245 747 1650 1596
internal_count=4318164 555923 84597 64701 62623 1746 1291 1185 455 60877 59334 8966 2696 1874 822 458 1416 1315 803 6270 1722 477 446 165 112 4548 1245 747 1650 1596
is_linear=0
shrinkage=0.1


Tree=3008
num_leaves=31
num_cat=0
split_feature=0 0 5 5 1 2 6 2 0 2 5 3 4 5 1 1 1 4 5 1 0 5 4 5 1 1 5 4 1 1
split_gain=7.59021e+11 9.32572e+12 1.09619e+13 2.57583e+13 2.1644e+13 1.62887e+13 1.40827e+13 1.59328e+13 1.6578e+13 1.97266e+13 3.74247e+13 1.49522e+13 2.03938e+13 1.57256e+13 3.41729e+13 1.26249e+13 1.23754e+13 3.49507e+13 3.84277e+13 2.1411e+13 1.56079e+13 1.19276e+13 1.13372e+13 1.84346e+13 1.84515e+13 1.14656e+13 1.11107e+13 1.07701e+13 1.59712e+13 1.84485e+13
threshold=54.947737500000009 54.942865800000007 61.020000000000003 59.810000000000009 82.966612450000014 1.5000000000000002 1.5000000000000002 6.5000000000000009 54.947152850000002 5.5000000000000009 86.810000000000016 10.500000000000002 1.5000000000000002 63.145000000000003 82.97193200000001 82.963712850000022 82.970752000000019 2.5000000000000004 74.610000000000014 82.973038550000012 54.945175000000006 87.395000000000024 2.5000000000000004 87.00500000000001 82.973038550000012 82.97193200000001 73.010000000000005 2.5000000000000004 82.958618050000013 82.97193200000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 27 15 22 7 8 9 26 -11 12 -10 -14 -15 21 17 -9 -19 -18 -21 -4 25 -24 -25 -6 -7 -3 -29 -30
right_child=-2 2 4 -5 5 6 -8 16 11 10 -12 -13 13 14 -16 -17 19 18 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=26.909479977129617 30.89048924535955 -682.21079979325077 -3207.1279459197485 32846.242361682678 74950.22941576087 -14764.457888231 -3689.1656160524603 32635.624513136743 38737.272829311711 57052.229186320765 10818.7046108512 -25563.48739809783 -15226.604291182035 119589.94591346156 4089.2807231628244 -12010.432404549581 -9070.907882197891 -14862.626040137373 46529.24386750508 -8143.2639701270737 11981.289511204333 -16337.707952922494 -24042.774885284132 33415.586179421167 -15693.067994505496 1288.5587409855771 10366.386848255965 -7033.9239512471659 10187.954846994642 -83.802162897873998
leaf_weight=1363348 2798789 116479 12311 233 23 206 4275 396 158 265 516 184 446 26 1735 2280 2466 596 123 573 1177 733 727 132 182 260 1205 1323 3427 3570
leaf_count=1363348 2798789 116479 12311 233 23 206 4275 396 158 265 516 184 446 26 1735 2280 2466 596 123 573 1177 733 727 132 182 260 1205 1323 3427 3570
internal_value=0 -56.9023 -789.241 -371.913 -2472.72 140.407 1119.8 3160.94 7378.46 13755.2 26506.1 1894.85 4031.15 1546.52 5794.57 -5145.02 -589.813 8779.08 -4360.26 -3067.59 5391.94 -3944.99 -10472.4 -15297.2 4951.33 7275.2 6697.39 -433.931 3041.96 4947.11
internal_weight=0 1.51938e+06 156027 125032 30995 15671 14347 10072 4741 2192 781 2549 2365 2207 1761 15324 5331 1115 719 4216 1750 13044 1324 1041 314 283 1411 124799 8320 6997
internal_count=4318164 1519375 156027 125032 30995 15671 14347 10072 4741 2192 781 2549 2365 2207 1761 15324 5331 1115 719 4216 1750 13044 1324 1041 314 283 1411 124799 8320 6997
is_linear=0
shrinkage=0.1


Tree=3009
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 1 1 5 2 5 2 1 5 1 1 5 1 3 1 5 1 2 1 5 5 5 5 5 2 3
split_gain=8.19707e+11 8.93913e+12 3.30647e+13 1.7359e+13 1.69787e+13 1.16462e+13 1.11366e+13 3.03522e+13 1.8574e+13 2.08202e+13 8.40985e+13 1.9014e+13 1.83395e+13 9.11877e+13 4.75065e+13 1.82296e+13 2.55082e+13 2.15871e+13 1.28136e+14 4.5849e+13 3.08868e+13 2.27376e+13 1.65516e+13 2.07009e+13 4.57153e+13 3.60863e+13 1.65222e+13 3.69306e+13 2.79221e+13 1.54326e+13
threshold=60.601268000000012 54.947737500000009 61.463701450000009 5.5000000000000009 54.762542150000009 60.695889550000011 82.966612450000014 59.810000000000009 15.500000000000002 118.33500000000002 2.5000000000000004 82.957885500000017 59.005000000000003 82.962740850000003 82.964402850000013 31.990000000000006 82.957885500000017 11.500000000000002 82.962740850000003 40.605000000000011 82.958618050000013 3.5000000000000004 82.967723800000016 74.610000000000014 72.010000000000005 58.040000000000006 55.990000000000002 56.205000000000005 7.5000000000000009 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 12 9 -9 -11 -10 15 -14 -15 16 -4 21 19 20 -19 -17 23 24 25 26 -8 -28 -29 -21
right_child=1 3 6 -5 -6 -7 22 8 11 10 -12 -13 13 14 -16 17 -18 18 -20 29 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-30.16231117339332 -36498.486243883075 218.98102430007066 2475.906896997576 -44197.097043678979 -27298.029481333309 2599.4344752711113 5061.9038558306511 -4032.3117538634356 -54754.363995535721 -9626.474437725361 224867.63285156252 -10928.73355503421 793.04553676437956 79617.364404766384 21888.039791149284 743.20483153038981 26740.956283102914 5534.9368844378696 63531.686553831962 58633.640051269533 35785.270691041616 -2706.096197276991 -61.822257241457834 37354.71829794607 -27766.048764426494 24226.261356259562 -26330.961826293293 -1290.6771401478391 53157.491252670938 -3723.8264748594465
leaf_weight=2919141 91 1026548 8010 88 679 468 6153 23574 140 65 20 338 5633 208 453 29338 458 892 347 40 543 54823 232333 186 440 899 563 483 117 5093
leaf_count=2919141 91 1026548 8010 88 679 468 6153 23574 140 65 20 338 5633 208 453 29338 458 892 347 40 543 54823 232333 186 440 899 563 483 117 5093
internal_value=0 62.9354 -356.772 215.174 -16672.2 -3765.34 -302.35 -1048.52 -4248.48 -3854.18 45548.6 -23764.7 -318.751 4916.26 40054 -649.751 3788.31 -1062.39 4308.6 1179.73 16981.6 -1503.69 99.7809 4346.56 3637.2 5319.17 2995.84 -7934.91 9326.72 -3237.89
internal_weight=0 1.39902e+06 372387 1.02664e+06 1238 559 371149 129975 24137 23659 85 478 105838 6294 661 99544 8468 91076 6915 6568 1435 84161 241174 8841 8655 8215 7316 1163 600 5133
internal_count=4318164 1399023 372387 1026636 1238 559 371149 129975 24137 23659 85 478 105838 6294 661 99544 8468 91076 6915 6568 1435 84161 241174 8841 8655 8215 7316 1163 600 5133
is_linear=0
shrinkage=0.1


Tree=3010
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 1 1 5 0 5 1 3 1 3 2 5 2 1 1 3 5 5 5 5 0 0 3 3
split_gain=8.52953e+11 3.39859e+12 2.7721e+13 2.60655e+13 1.40193e+14 4.338e+13 3.76184e+13 5.31285e+13 8.39674e+13 8.0322e+13 7.192e+13 5.29406e+13 5.24361e+13 6.7947e+13 5.92256e+13 9.84613e+13 4.60431e+13 8.52737e+13 9.19571e+13 6.55894e+13 4.17436e+13 8.07079e+13 7.10235e+13 5.14627e+13 4.92621e+13 3.85611e+13 5.57063e+13 3.63494e+13 3.55015e+13 3.47857e+13
threshold=83.000022850000008 82.871296800000025 55.141517900000004 55.012873400000011 55.025681450000008 17.500000000000004 82.961358250000018 82.933113850000026 82.940215400000014 73.405000000000015 55.017766000000002 50.805000000000007 82.911991800000024 6.5000000000000009 82.91993380000001 11.500000000000002 2.5000000000000004 123.15000000000002 8.5000000000000018 82.95335685000002 82.95335685000002 9.5000000000000018 75.015000000000015 79.730000000000018 89.00500000000001 109.05000000000001 55.017766000000002 55.020029900000004 6.5000000000000009 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 9 25 12 -11 -10 -5 -14 15 -15 19 20 -19 -13 21 23 -22 -18 -25 26 -9 -24 -12 -23
right_child=-2 2 -4 4 -6 -7 -8 8 11 10 28 16 13 14 -16 -17 17 18 -20 -21 22 29 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-19.775537742828551 -118.15511962106282 -251.66372774005336 -10219.20701243773 6715.7067531081111 449.7830536031077 3448.9088878354887 2188.7086882120798 73311.45766334534 4405.0531055998272 -79420.373156910224 -63584.076374240452 -2041.5227579571758 11881.274419320915 274354.99510135135 55998.646986476582 30569.053541666668 65127.187176127372 220276.87637499999 8936.2175390624998 121369.44791100545 31198.933433922062 42399.238269547772 -53383.517545752766 277502.03020833334 87434.894 138724.38035845841 -519.81996256510422 48898.441701489828 2126.7576608298832 -9231.7876539963945
leaf_weight=3294556 535240 303114 2510 756 168327 5225 1867 352 1518 142 90 675 260 37 192 30 79 50 35 46 678 798 181 30 25 57 144 43 951 156
leaf_count=3294556 535240 303114 2510 756 168327 5225 1867 352 1518 142 90 675 260 37 192 30 79 50 35 46 678 798 181 30 25 57 144 43 951 156
internal_value=0 16.7176 262.902 317.054 1260.37 10724.5 14860.2 18089.9 24142.2 6105.96 -12660.8 19439.5 23518.6 47994.4 84246.9 165197 27602 35166.3 133254 5832.13 30976.6 44164 15069.9 116836 191108 60828.3 51876.6 -33749 -3554.29 33956.4
internal_weight=0 3.78292e+06 488368 485858 182744 14417 9192 7325 4867 2458 1183 4314 1275 519 259 67 2796 2075 85 721 1990 1088 902 134 55 553 496 224 1041 954
internal_count=4318164 3782924 488368 485858 182744 14417 9192 7325 4867 2458 1183 4314 1275 519 259 67 2796 2075 85 721 1990 1088 902 134 55 553 496 224 1041 954
is_linear=0
shrinkage=0.1


Tree=3011
num_leaves=31
num_cat=0
split_feature=3 5 5 5 1 1 3 0 1 3 1 1 0 4 5 5 3 1 1 3 1 1 0 4 1 0 1 4 1 1
split_gain=8.49791e+11 4.88733e+12 1.93853e+13 4.01945e+13 6.83994e+13 4.73626e+13 4.35927e+13 3.70642e+13 3.20806e+13 3.63185e+13 2.96653e+13 3.90307e+13 3.78473e+13 4.15374e+13 3.73399e+13 2.98295e+13 2.92472e+13 4.74577e+13 8.02868e+13 3.39781e+13 3.68914e+13 4.72112e+13 2.76811e+13 5.96038e+13 2.72916e+13 4.65191e+13 2.85552e+13 2.67878e+13 4.53491e+13 3.63891e+13
threshold=10.500000000000002 74.610000000000014 69.610000000000014 70.00500000000001 37.792847950000002 37.692869000000009 17.500000000000004 45.063245200000004 37.620907050000007 26.500000000000004 37.889331900000009 37.855187800000003 55.708120100000009 2.5000000000000004 72.010000000000005 72.010000000000005 20.500000000000004 37.889331900000009 37.869926150000005 18.500000000000004 65.58467570000002 65.520339550000017 55.751981950000008 2.5000000000000004 49.111504200000006 55.674875350000008 55.957851400000003 1.5000000000000002 30.305955500000003 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 27 8 10 -8 9 -4 11 14 13 -13 -6 -12 17 18 -9 -19 21 24 -16 -24 -21 26 -26 28 -5 -30
right_child=1 -3 3 4 6 -7 7 16 -10 -11 15 12 -14 -15 22 -17 -18 19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=34.538036177692469 -75.990124925927944 -453.63288384128003 16375.371191406251 -51715.357769097231 41170.240166986478 3146.3213857288411 13044.668223199747 -10885.686059570313 55985.844119591347 -38196.989067882627 1280.2693837520658 -17875.176570584128 75969.071929199214 52894.108894016434 -41394.39451182101 9195.395549195955 3098.1153270533591 -243.75071919333072 -234892.91932373049 -23164.966779591818 7025.4249826316436 -80516.789316098322 -67626.123158735791 62447.25552455357 59221.039051254738 -12381.452665758636 -11316.35013774525 -4157.3087744948161 144476.2540826613 29207.435655751331
leaf_weight=2688514 1287370 260902 3067 63 171 11412 1940 48 195 127 9227 151 200 184 191 9838 8387 7760 24 1610 847 111 55 98 165 1235 88 23918 31 235
leaf_count=2688514 1287370 260902 3067 63 171 11412 1940 48 195 127 9227 151 200 184 191 9838 8387 7760 24 1610 847 111 55 98 165 1235 88 23918 31 235
internal_value=0 -56.9791 18.6285 1515.46 467.577 6228.99 2893.45 -160.197 16609.5 14205.5 6265.91 22629.9 41546.1 20995.1 2978.98 5364.67 -1423.7 -4613.84 -85554.8 -4120.63 -11537.9 -16437.7 -16005.6 15688.9 -14141.7 -4378.67 34686.3 -3767.48 24572.8 42641
internal_weight=0 1.62965e+06 1.36875e+06 81378 66577 14801 42330 22215 3389 3194 20115 1050 535 335 515 19065 20275 11888 72 11816 4056 3209 344 153 3098 1488 253 24247 329 266
internal_count=4318164 1629650 1368748 81378 66577 14801 42330 22215 3389 3194 20115 1050 535 335 515 19065 20275 11888 72 11816 4056 3209 344 153 3098 1488 253 24247 329 266
is_linear=0
shrinkage=0.1


Tree=3012
num_leaves=31
num_cat=0
split_feature=1 5 0 2 5 2 2 1 5 6 5 0 5 1 1 1 1 1 0 2 4 3 6 0 1 3 5 0 5 5
split_gain=7.3616e+11 3.40906e+12 7.47447e+12 7.08259e+12 1.38404e+13 1.89002e+13 1.9363e+13 1.91751e+13 1.39516e+13 1.89869e+13 1.6486e+13 1.51553e+13 1.15552e+13 3.18802e+13 2.0254e+13 1.10989e+13 1.09666e+13 1.07447e+13 1.19043e+13 1.04597e+13 1.04524e+13 1.00909e+13 9.66367e+12 1.66702e+13 1.04515e+13 1.81457e+13 1.48202e+13 1.31221e+13 9.6841e+12 1.2887e+13
threshold=83.000022850000008 59.005000000000003 63.563300600000012 7.5000000000000009 58.605000000000011 9.5000000000000018 8.5000000000000018 83.006817700000013 58.005000000000003 1.5000000000000002 58.040000000000006 55.017766000000002 57.405000000000008 83.003542850000017 83.015546400000019 92.815157350000007 83.015546400000019 83.011163250000024 55.013931500000005 5.5000000000000009 1.5000000000000002 10.500000000000002 1.5000000000000002 55.013931500000005 83.093115700000013 14.500000000000002 30.025000000000002 55.017766000000002 47.815000000000005 58.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 19 8 6 17 -8 12 15 11 -11 -5 -14 21 -10 -12 18 -6 -2 -9 -15 23 28 25 26 27 -24 -21 -30
right_child=1 2 -4 4 5 -7 7 20 9 10 16 -13 13 14 -16 -17 -18 -19 -20 22 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=15.530911974889989 82.225573995709524 -452.3443589797152 -11172.990685193938 599.9799907579835 10189.496378490807 -2726.8971400322607 41182.453728660832 -24582.168801700369 11133.631076324411 -13419.223483943737 46988.866069030766 -42732.758647753457 -10924.043130451071 37579.150728640197 7908.134113117113 -24301.376156850965 -4987.3209622219874 13961.567067241056 -13949.114336728744 -1450.4044123653548 16404.557149434742 -26537.736328125 -34524.172965734142 -4443.7520185092062 -2474.379937010473 16321.144127246587 1209.1979691912491 21749.478270545373 11288.829011816539 -23744.616848727877
leaf_weight=3782924 245304 159457 653 75753 362 1407 343 68 589 942 64 217 580 439 827 104 111 620 469 2173 732 26 204 17349 11351 792 12656 52 1483 113
leaf_count=3782924 245304 159457 653 75753 362 1407 343 68 589 942 64 217 580 439 827 104 111 620 469 2173 732 26 204 17349 11351 792 12656 52 1483 113
internal_value=0 -109.768 -496.068 55.1094 866.195 6605.35 11667.2 21401.7 577.911 -7612.16 -14587.9 -18907.6 791.776 8553.07 17296.7 5815.82 14021.1 3999.06 -3433.86 -177.67 12920.7 33994.1 -1558.42 -3134.21 -230.241 1628.58 727.358 -23093.6 2893.73 8808.39
internal_weight=0 535240 160110 375130 83653 4001 2594 1143 79652 2027 1334 1159 77625 1872 1292 693 175 1451 831 291477 800 465 46173 21118 25055 13704 12912 256 3769 1596
internal_count=4318164 535240 160110 375130 83653 4001 2594 1143 79652 2027 1334 1159 77625 1872 1292 693 175 1451 831 291477 800 465 46173 21118 25055 13704 12912 256 3769 1596
is_linear=0
shrinkage=0.1


Tree=3013
num_leaves=31
num_cat=0
split_feature=3 1 0 1 3 0 5 5 5 0 2 5 4 1 5 1 5 6 5 5 5 5 3 1 1 3 1 3 5 4
split_gain=7.46589e+11 4.77415e+12 1.8131e+13 5.09395e+13 1.26093e+14 9.15697e+13 4.32235e+13 6.85729e+13 4.88194e+13 3.6017e+13 7.73337e+13 5.49488e+13 5.6574e+13 6.10944e+13 6.04525e+13 5.4458e+13 4.33656e+13 4.08319e+13 3.98429e+13 7.43764e+13 4.0772e+13 4.69943e+13 3.68939e+13 9.8979e+13 4.3797e+13 7.45015e+13 4.56731e+13 1.42111e+14 5.93737e+13 4.68684e+13
threshold=10.500000000000002 30.410108300000001 59.916647550000008 30.243224600000001 9.5000000000000018 59.609407350000005 105.35000000000001 112.04500000000002 95.020000000000024 59.932719750000011 5.5000000000000009 87.00500000000001 1.5000000000000002 30.226173900000003 44.905000000000008 30.259484550000003 45.305000000000007 1.5000000000000002 63.145000000000003 62.015000000000008 57.405000000000008 58.755000000000003 9.5000000000000018 30.362552800000003 30.362552800000003 4.5000000000000009 30.370618100000005 5.5000000000000009 92.035000000000011 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -6 10 11 12 14 -14 -4 -13 -16 -18 19 20 -12 -22 24 -24 -17 -26 27 -27 -28 -30
right_child=-2 -3 9 4 6 -7 7 -9 -10 -11 18 15 13 -15 16 22 17 -19 -20 -21 21 -23 23 -25 25 26 28 -29 29 -31
leaf_value=440.8238043624815 -53.407244101817803 63.572640305966701 5333.2447079981357 -115130.43333333333 -22749.157407447812 -2203.176039397169 -174249.74796195654 22099.389278017243 103353.63145161292 -264.2956309432177 48596.508845002551 99358.012038352274 -131586.39029017856 16705.804271698427 -144065.15679450758 -17305.00040643154 -62001.415757621115 -5029.7383163898312 11119.084792794256 218870.55546875001 -145286.28789062501 24948.290625000001 4414.6475494025735 -168715.41695601854 -77875.040397621269 -29687.205908203126 -100644.77664473685 208924.65684180628 176803.59981398811 19725.583656564071
leaf_weight=49308 1629650 2548796 1515 72 3176 26503 46 29 31 51387 575 44 28 3570 33 1560 199 342 638 24 24 50 85 54 67 48 38 52 21 199
leaf_count=49308 1629650 2548796 1515 72 3176 26503 46 29 31 51387 575 44 28 3570 33 1560 199 342 638 24 24 50 85 54 67 48 38 52 21 199
internal_value=0 32.3729 -536.785 -1533.08 -4792.92 -2509.13 -23285.2 -98328.1 -21530.2 765.733 6540.34 2787.82 7951.92 15551.8 -5137.74 -10758.4 -32774.6 -25986 29024 45997.7 39604.8 -30262.9 -13039.5 -62844.5 -9551.92 18906.4 37019.2 94391 14782 34719.4
internal_weight=0 2.68851e+06 139718 79165 29857 26575 3282 75 3207 60553 9166 7855 5687 3598 2089 2168 574 541 1311 673 649 74 2124 139 1985 425 358 100 258 220
internal_count=4318164 2688514 139718 79165 29857 26575 3282 75 3207 60553 9166 7855 5687 3598 2089 2168 574 541 1311 673 649 74 2124 139 1985 425 358 100 258 220
is_linear=0
shrinkage=0.1


Tree=3014
num_leaves=31
num_cat=0
split_feature=3 6 2 0 5 0 1 5 0 1 0 3 5 1 5 1 5 5 0 0 0 1 5 1 5 5 5 5 1 1
split_gain=8.79451e+11 5.33857e+12 2.21926e+13 1.96214e+13 2.88141e+13 3.7246e+13 3.88376e+13 2.70412e+13 2.46833e+13 2.88303e+13 5.08817e+13 3.04524e+13 5.84054e+13 4.42136e+13 3.97247e+13 2.84766e+13 2.72774e+13 2.66081e+13 2.31742e+13 2.59973e+13 3.52922e+13 3.53777e+13 4.60662e+13 3.99086e+13 6.61465e+13 5.765e+13 4.09413e+13 2.53662e+13 2.47791e+13 3.43154e+13
threshold=9.5000000000000018 1.5000000000000002 5.5000000000000009 54.708501450000007 74.610000000000014 45.133160800000006 48.712293450000011 39.805000000000007 44.998833400000002 39.718803500000007 43.642715500000008 4.5000000000000009 40.905000000000008 39.704585000000002 32.910000000000004 39.753614400000011 54.990000000000002 46.810000000000009 54.934662400000008 55.078308950000007 55.034903650000011 82.888608650000023 101.05000000000001 82.837870700000011 81.910000000000011 72.705000000000013 95.020000000000024 24.010000000000002 38.151577750000008 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 9 10 11 13 -13 14 -1 -11 17 -14 28 20 -20 23 -23 -22 25 -25 -26 -21 29 -5
right_child=-2 -3 -4 18 -6 6 7 -9 -10 15 -12 12 16 -15 -16 -17 -18 -19 19 27 21 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=267946.59187500004 40.733959558959207 0.74734419401151031 1518.9203883709417 -4563.6913074736103 6507.5068767944922 7607.7407816510186 4994.621578353489 -8235.2743859502134 -8252.0038969613361 -20266.588655339812 2066.564207504774 -22750.845904737904 65386.61696428572 39370.698161621098 71023.125148809529 -2583.8780417867274 19697.55454889113 226552.88851562503 -365.45702972790082 10667.724619789858 -33614.844546911852 11951.580707104458 -137261.01458333334 85243.251451527001 -12018.226530230979 266228.48671875003 92881.716370738635 -2441.2527729549824 -16273.993673284851 55204.051600477425
leaf_weight=20 2379540 1772842 38280 3238 6772 8559 2652 3701 6852 1052 5869 124 21 80 21 6782 31 20 4037 1507 53 1404 21 88 115 22 55 72003 2304 99
leaf_count=20 2379540 1772842 38280 3238 6772 8559 2652 3701 6852 1052 5869 124 21 80 21 6782 31 20 4037 1507 53 1404 21 88 115 22 55 72003 2304 99
internal_value=0 -49.9984 -592.664 -1226.63 526.033 -605.94 3210.95 -2712.58 -3332.92 -928.807 4174.33 43198 18845.4 82645.2 167083 -4958.43 90483.3 144004 -2104.67 -1664.16 4784.37 16610.2 9752.66 45955.7 61017.3 121440 21920 -2172.51 -8297.7 -2790.54
internal_weight=0 1.93862e+06 165782 127502 42556 35784 14912 6353 20872 14020 6186 317 196 121 41 7834 72 41 84946 79305 5795 1758 1425 333 280 110 170 73510 5641 3337
internal_count=4318164 1938624 165782 127502 42556 35784 14912 6353 20872 14020 6186 317 196 121 41 7834 72 41 84946 79305 5795 1758 1425 333 280 110 170 73510 5641 3337
is_linear=0
shrinkage=0.1


Tree=3015
num_leaves=31
num_cat=0
split_feature=0 0 0 1 5 1 3 6 4 3 0 1 5 3 3 1 6 2 4 3 5 1 5 6 3 1 5 2 5 5
split_gain=8.56949e+11 8.50784e+12 2.63332e+13 7.79942e+13 3.91084e+13 7.12522e+13 5.05535e+13 4.9304e+13 5.15506e+13 3.89486e+13 3.67202e+13 7.8195e+13 5.54052e+13 4.7599e+13 7.24003e+13 3.96472e+13 3.49628e+13 3.49083e+13 7.30672e+13 6.64701e+13 3.4514e+13 3.18538e+13 3.1252e+13 3.75949e+13 8.02498e+13 3.01269e+13 5.29546e+13 5.41179e+13 4.25818e+13 3.53792e+13
threshold=57.581016350000006 57.117834900000013 57.131524800000008 65.480823400000006 34.920000000000009 65.58467570000002 6.5000000000000009 1.5000000000000002 2.5000000000000004 8.5000000000000018 57.147575200000006 65.520339550000017 90.015000000000015 15.500000000000002 17.500000000000004 65.480823400000006 1.5000000000000002 11.500000000000002 3.5000000000000004 12.500000000000002 128.92000000000004 61.880021000000006 23.035000000000004 1.5000000000000002 12.500000000000002 65.551978750000004 114.05000000000001 4.5000000000000009 123.15000000000002 60.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 -5 7 -7 8 -6 -4 11 12 15 17 20 -11 -8 22 19 -19 -15 -3 -13 24 -24 29 -27 28 -28 -9
right_child=-2 2 9 4 5 6 16 25 -10 10 -12 13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=6.9256767647376698 111.50293478538612 -31687.876608157469 -3310.5495046965257 3821.2085766301821 1608.3665357992684 3256.9644571817175 -24742.201906225499 -6048.6179327622285 48214.627565266928 6088.5820616939991 -112.91316273533585 -31306.522111759634 -39750.015975506758 46197.987699151621 -1440.1738606178978 -11604.126594377303 -62584.423256633854 -165047.01675000001 -196878.87771739133 6987.0803715908696 -56155.110248161764 36678.924817059211 80423.659288369468 10068.825947146644 -68397.647048611121 -4545.2759104504603 214837.76687500003 10456.942906330543 62211.570302447159 -20819.519835996631
leaf_weight=3626750 594384 77 26833 3216 1136 331 538 3823 300 3795 40898 172 370 1062 550 1901 447 25 23 221 34 593 186 4504 45 2847 25 194 68 2816
leaf_count=3626750 594384 77 26833 3216 1136 331 538 3823 300 3795 40898 172 370 1062 550 1901 447 25 23 221 34 593 186 4504 45 2847 25 194 68 2816
internal_value=0 -17.7979 -941.907 -4593.22 -6015.5 -8541.24 -30553.6 -5956.87 11345.1 -198.636 1353.85 6008.38 -2252.02 13353.4 28165.8 183.765 -41915.3 8642.95 -26432.1 -10496.1 43022.8 28821.8 10565.8 12086.8 51432.5 -8499.14 -418.131 40522.6 103240 -12313.8
internal_weight=0 3.72378e+06 97030 16411 15741 12525 1316 11209 1436 80619 53786 12888 6066 6822 1646 5696 985 5176 269 246 1096 670 4907 4735 231 9773 3134 287 93 6639
internal_count=4318164 3723780 97030 16411 15741 12525 1316 11209 1436 80619 53786 12888 6066 6822 1646 5696 985 5176 269 246 1096 670 4907 4735 231 9773 3134 287 93 6639
is_linear=0
shrinkage=0.1


Tree=3016
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 0 1 5 2 4 2 3 3 3 3 5 2 0 1 0 1 0 3 5 6 4 5 5 5
split_gain=9.04176e+11 5.03777e+12 1.39013e+13 1.22585e+13 1.18039e+13 3.44724e+13 2.59345e+13 2.21595e+13 2.0137e+13 4.1753e+13 3.7289e+13 2.62602e+13 1.94186e+13 7.39196e+13 1.8175e+13 2.39439e+13 4.08393e+13 5.7448e+13 7.0299e+13 5.72325e+13 2.03309e+13 1.78909e+13 3.61891e+13 5.95393e+13 2.63057e+13 2.422e+13 1.99604e+13 3.50834e+13 2.34321e+13 2.178e+13
threshold=56.758269450000007 56.895161300000005 61.42204370000001 2.5000000000000004 60.08989780000001 56.249874400000003 56.863241500000008 59.76223980000001 97.050000000000011 7.5000000000000009 3.5000000000000004 1.5000000000000002 16.500000000000004 11.500000000000002 12.500000000000002 14.500000000000002 48.945000000000007 6.5000000000000009 56.876792350000009 53.243495500000009 56.876792350000009 60.479177250000006 56.791364150000007 3.5000000000000004 66.990000000000023 1.5000000000000002 1.5000000000000002 107.05000000000001 56.005000000000003 51.015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 14 10 11 -10 13 -11 -8 16 -16 -18 19 -19 -17 22 25 -24 -25 -6 27 29 -28 -23
right_child=1 -3 3 -5 21 7 8 -9 9 12 -12 -13 -14 -15 15 20 17 18 -20 -21 -22 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=-23.794334686715715 -2042.9646940962393 -21.412436809918209 -372.19583115326157 -21888.645883931284 -2336.2138664565127 -48049.99268743342 4948.0153865884931 -10691.15861798156 -21972.663752092634 37843.720240752555 -27294.539721510148 96994.655868252856 15832.11727627841 252052.60703125002 9568.4023379478931 4171.9922931776964 16208.296536387568 -175604.16782226565 35634.161753402223 6519.0402343750002 -15029.309439874733 2256.2968343710513 -41087.410126870367 27336.442733475724 77964.141137090002 19007.155076403953 -2221.8233225535691 -126558.5830357143 1370.8528943269 13577.218652877549
leaf_weight=3399081 25707 754338 545 515 2340 176 9710 1622 28 49 144 55 33 24 162 2199 69 80 31 22 736 40934 118 676 121 688 29861 21 46306 1773
leaf_count=3399081 25707 754338 545 515 2340 176 9710 1622 28 49 144 55 33 24 162 2199 69 80 31 22 736 40934 118 676 121 688 29861 21 46306 1773
internal_value=0 87.9995 588.977 -10825.9 662.899 -809.733 -186.363 -14348.1 3390.89 27673 3476.03 56861.1 79491.2 108269 2769.32 -3643.27 -27834.6 -57831.1 -96242.5 -136323 -643.053 1152.59 7779.6 25207.4 35022.7 2513.27 932.813 2662.75 -37.643 2726.29
internal_weight=0 919083 164745 1060 163685 40847 39049 1798 13342 333 227 83 106 73 13009 3299 364 202 133 102 2935 122838 3943 915 797 3028 118895 42728 76167 42707
internal_count=4318164 919083 164745 1060 163685 40847 39049 1798 13342 333 227 83 106 73 13009 3299 364 202 133 102 2935 122838 3943 915 797 3028 118895 42728 76167 42707
is_linear=0
shrinkage=0.1


Tree=3017
num_leaves=31
num_cat=0
split_feature=3 5 5 4 1 1 3 5 4 1 1 4 3 3 0 0 1 2 5 3 2 5 3 3 0 5 2 1 0 6
split_gain=9.09446e+11 4.63353e+12 2.29008e+13 2.55289e+13 5.19276e+13 1.3531e+14 2.73507e+13 2.37218e+13 2.47568e+13 1.89469e+13 4.71106e+13 4.89337e+13 9.07265e+13 1.00037e+14 8.64083e+13 7.94483e+13 1.99339e+14 6.90068e+13 7.59628e+13 6.77359e+13 6.8504e+13 6.32864e+13 7.72868e+13 1.60399e+14 5.38375e+13 4.31131e+13 1.01596e+14 4.27151e+13 4.49517e+13 9.32276e+13
threshold=10.500000000000002 59.810000000000009 58.755000000000003 1.5000000000000002 82.940215400000014 82.945329900000004 17.500000000000004 59.025000000000013 2.5000000000000004 37.692869000000009 37.597123000000003 2.5000000000000004 14.500000000000002 12.500000000000002 55.719391050000006 55.751981950000008 37.642309100000013 1.5000000000000002 60.005000000000003 25.500000000000004 9.5000000000000018 64.805000000000021 24.500000000000004 21.500000000000004 55.734663800000007 74.610000000000014 11.500000000000002 37.620907050000007 55.664473600000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 -8 -9 10 -3 12 13 17 -14 16 -16 -12 -19 20 24 22 23 -13 -18 -17 -27 -20 -29 -30
right_child=1 9 3 6 5 -7 7 8 -10 -11 11 21 14 -15 15 25 19 18 27 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=35.729744897997726 -4.879336825612306 -15.074128525531069 -3039.131216938737 7309.3584700551801 -238671.07037946431 -13649.991621439436 6024.933243408499 -2580.1166486339666 -37133.575788176786 -689.23543170322614 -165748.93820578838 -27136.589134575435 20943.295457225293 60484.250612588366 -305503.51939655177 -2619.8084319239201 -155031.17552083332 169879.13002604168 35018.085476262022 -92086.028014823722 123532.91200954861 3134.2596739960736 -170904.77686121326 146907.28743024555 47445.815274784487 -18686.537641530798 63702.435217471808 50353.82715941011 -3717.2747615206072 -135217.74702658583
leaf_weight=2688514 1045494 159364 919 11433 35 113 4128 5830 215 382285 22 973 2578 704 29 4159 24 30 325 78 45 9713 34 56 29 276 327 89 276 67
leaf_count=2688514 1045494 159364 919 11433 35 113 4128 5830 215 382285 22 973 2578 704 29 4159 24 30 325 78 45 9713 34 56 29 276 327 89 276 67
internal_value=0 -58.9451 63.3073 3207.52 -11892.1 -66864.4 3953.21 181.375 -3809.07 -291.519 556.935 5152.97 10570.6 32919.8 6088.95 -1620.84 -62576.3 8932.89 13816 -22548.6 32797.6 599.036 -22566.2 -17664.8 -44241.9 1003.24 25992.1 7631.19 -12972.4 -29404
internal_weight=0 1.62965e+06 1.06817e+06 22673 1067 148 21606 10173 6045 561483 179198 19834 9058 1513 7545 4967 205 809 787 176 98 10776 1063 1029 53 4762 603 757 432 343
internal_count=4318164 1629650 1068167 22673 1067 148 21606 10173 6045 561483 179198 19834 9058 1513 7545 4967 205 809 787 176 98 10776 1063 1029 53 4762 603 757 432 343
is_linear=0
shrinkage=0.1


Tree=3018
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 6 5 3 1 4 5 3 3 1 1 3 2 1 1 1 3 3 3 5 5 5 2 5 2
split_gain=8.301e+11 7.20599e+12 3.30612e+13 4.22895e+13 3.05919e+13 4.43544e+13 5.00293e+13 2.63459e+13 2.40889e+13 2.64876e+13 2.32719e+13 2.26925e+13 2.26893e+13 1.75342e+13 1.69278e+13 1.56782e+13 1.22715e+13 1.56366e+13 1.155e+13 1.19585e+13 1.45459e+13 9.87492e+12 9.6679e+12 9.61558e+12 3.50614e+13 1.68861e+13 9.25526e+12 2.72281e+13 1.27602e+13 1.50576e+13
threshold=56.802385350000009 56.791364150000007 60.648383500000008 60.528664650000003 16.500000000000004 60.628582700000003 1.5000000000000002 63.855000000000011 27.500000000000004 60.601268000000012 1.5000000000000002 52.020000000000003 12.500000000000002 3.5000000000000004 60.611165000000007 61.284352600000013 25.500000000000004 4.5000000000000009 53.243495500000009 60.479177250000006 60.08989780000001 9.5000000000000018 30.500000000000004 15.500000000000002 99.555000000000021 103.45000000000002 116.06000000000002 10.500000000000002 80.815000000000012 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 14 8 7 -7 10 22 -6 21 15 -13 23 -4 17 -8 -15 20 -20 -3 -10 24 -5 -25 28 -28 -16 -30
right_child=-2 2 12 4 5 6 16 -9 9 -11 -12 13 -14 18 26 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-11.780813393402617 87.341325657391508 4879.0293456430745 -15028.329004852138 -3942.2747279281375 14438.357940925929 -4123.6872594005654 -24044.71810802113 -53978.089311966804 -32891.034009752781 42894.548898577013 41369.332356215971 27798.278656187154 -30167.344740115746 -47482.686461572739 4842.4397141171003 6034.4257124902524 -14552.805838541666 40700.960137416296 -15815.530455616918 -15714.607426208415 29798.513985821763 -5113.6971959741022 6031.2761292613641 -13549.292281222481 104818.85990559896 -91758.928691406254 -50464.714277343752 75153.378835227268 17731.187020055262 82517.395033482157
leaf_weight=3431841 869137 1550 955 2472 575 212 44 212 152 105 726 101 603 103 2284 561 75 245 145 2293 135 2732 110 346 30 30 80 22 246 42
leaf_count=3431841 869137 1550 955 2472 575 212 44 212 152 105 726 101 603 103 2284 561 75 245 145 2293 135 2732 110 346 30 30 80 22 246 42
internal_value=0 -22.0096 -2064.57 -419.728 4554.35 13847.3 -5704.66 -29050.9 23084 457.577 29466.7 -6062.51 -13760.1 -13103 443.511 -7234 21489.9 30843.5 -14646.8 -13332.3 6176.96 -1496.53 -16549.6 -4878.93 -2638.18 -19789.4 6172 -23370.6 7343.6 27179.2
internal_weight=0 3.44903e+06 17186 15067 8008 2456 788 424 1668 367 1301 7059 2119 2777 5552 1516 364 289 2676 2573 280 4282 262 2878 2502 376 2674 102 2572 288
internal_count=4318164 3449027 17186 15067 8008 2456 788 424 1668 367 1301 7059 2119 2777 5552 1516 364 289 2676 2573 280 4282 262 2878 2502 376 2674 102 2572 288
is_linear=0
shrinkage=0.1


Tree=3019
num_leaves=31
num_cat=0
split_feature=3 5 3 5 1 1 4 3 5 1 6 1 1 0 1 5 0 0 0 0 2 2 2 1 0 3 3 0 0 3
split_gain=7.32361e+11 4.49139e+12 1.30531e+13 1.89905e+13 3.17097e+13 4.10912e+13 4.8954e+13 4.70258e+13 4.30719e+13 8.23337e+13 3.64221e+13 3.56556e+13 3.16554e+13 2.75008e+13 2.64656e+13 2.15114e+13 2.81247e+13 3.35873e+13 8.92786e+13 5.08505e+13 4.33879e+13 2.06203e+13 2.52608e+13 5.36856e+13 6.1288e+13 8.9589e+13 5.02308e+13 5.27098e+13 2.8916e+13 2.39982e+13
threshold=10.500000000000002 60.005000000000003 7.5000000000000009 62.995000000000012 30.370618100000005 78.608766650000021 2.5000000000000004 9.5000000000000018 60.310000000000009 82.968597500000016 1.5000000000000002 30.346469350000003 82.991167100000027 54.990279300000005 82.95335685000002 61.020000000000003 59.834458500000004 59.950068600000009 59.932719750000011 59.939091550000008 5.5000000000000009 7.5000000000000009 3.5000000000000004 30.243224600000001 59.963407450000012 8.5000000000000018 9.5000000000000018 59.990816400000007 60.052595500000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 11 -6 7 8 9 -7 -8 15 -9 -10 -12 16 -4 18 -18 20 -20 22 29 -24 25 -25 27 -26 -29 -17
right_child=-2 2 3 -5 5 6 10 12 13 -11 14 -13 -14 -15 -16 21 17 -19 19 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-43.435071749539873 -52.895893505271999 -284.31162828669881 5907.9710319199676 388.45642216266276 5689.1862983669453 243712.08429687499 55531.852871295101 49975.016172901582 14876.747263101966 5591.3107117850832 -13198.58512507518 -45688.781099631567 13940.747548695925 -20488.291963575546 -1432.3758683773044 -49292.734754569581 -18205.025041638975 -929.12253196741005 -250780.8326858108 -43250.821962041446 -80247.455437500001 -18597.968927190017 70.263949690193968 192102.36627017162 -150553.34878472224 36153.865047463034 110918.34178503789 66157.433728608637 -66486.388208912031 2406.442743574984
leaf_weight=2004566 1629650 271987 430 372865 25679 20 97 371 329 53 3176 220 711 663 4802 106 331 309 37 46 25 357 464 61 27 93 33 42 27 587
leaf_count=2004566 1629650 271987 430 372865 25679 20 97 371 329 53 3176 220 711 663 4802 106 331 309 37 46 25 357 464 61 27 93 33 42 27 587
internal_value=0 32.063 253.338 608.308 2705.07 3554.67 -1807.52 11613.4 -3303.95 70829.9 -5375.9 -6841.5 26296.3 -8759.36 -6116.44 -3968.76 -14471.3 -26186.6 -43964.6 -122913 -182017 2916.01 8249.69 21006.7 55333.6 97925.7 4487.17 -32098.5 14253.3 -5501.37
internal_weight=0 2.68851e+06 683948 411961 39096 35901 10222 2147 1065 73 8075 3195 1082 992 7978 2975 1178 748 439 108 62 1797 1440 747 283 154 129 96 69 693
internal_count=4318164 2688514 683948 411961 39096 35901 10222 2147 1065 73 8075 3195 1082 992 7978 2975 1178 748 439 108 62 1797 1440 747 283 154 129 96 69 693
is_linear=0
shrinkage=0.1


Tree=3020
num_leaves=31
num_cat=0
split_feature=5 0 3 4 3 3 0 1 3 0 0 0 4 1 0 1 3 1 0 1 1 4 4 1 1 2 3 1 0 0
split_gain=7.08399e+11 4.39293e+12 1.01192e+13 1.0134e+13 7.58406e+12 9.3275e+12 1.43634e+13 2.74642e+13 1.79258e+13 1.97109e+13 1.6853e+13 8.95415e+12 9.66628e+12 7.6732e+12 9.51071e+12 7.58166e+12 7.02855e+12 1.05284e+13 6.99132e+12 3.27147e+13 1.20674e+13 7.3673e+12 6.76933e+12 3.44387e+13 9.00888e+12 6.41318e+12 6.39976e+12 1.2926e+13 1.45696e+13 6.14921e+12
threshold=22.030000000000005 54.864040150000001 10.500000000000002 4.5000000000000009 5.5000000000000009 8.5000000000000018 43.592450450000008 39.739656000000004 7.5000000000000009 43.465905150000005 43.642715500000008 44.039893800000009 2.5000000000000004 39.614024000000008 53.204054050000003 37.328003200000005 4.5000000000000009 83.053286850000021 44.678200800000006 39.614024000000008 39.110397700000007 2.5000000000000004 2.5000000000000004 41.900971000000006 40.247294600000011 1.5000000000000002 2.5000000000000004 39.739656000000004 43.592450450000008 43.514103700000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 7 -6 -9 -10 -8 22 -13 15 -15 -7 17 -14 19 20 -12 -20 24 -24 26 -4 27 28 -1 -27
right_child=-2 -3 25 -5 5 13 10 8 9 -11 18 12 16 14 -16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=115239.19170165926 5.5973338461724893 -714.28913761579554 -18061.301093560025 64354.909795673077 93385.990227754242 29519.957144815417 -36981.21053833008 -2779.865092106003 129032.40965234375 -4158.5895898437502 54694.457543945318 2418.6328835391873 -9096.1175083135477 10487.3588530284 -1269.6396251278368 -6774.654320889249 -24636.772231886123 55692.748404947917 6625.573485886991 -13637.049325420674 153713.54965576172 67928.021591796874 113679.04578683036 -18093.7667478898 8617.4216150483626 38921.591328125003 -11329.357426732497 -30904.962785788142 5764.7424064390125 -3253.9713148757146
leaf_weight=20 4237242 60990 302 26 59 61 80 139 25 20 32 8988 153 1532 1249 1019 234 30 991 65 20 20 28 68 315 35 1543 34 31 2813
leaf_count=20 4237242 60990 302 26 59 61 80 139 25 20 32 8988 153 1532 1249 1019 234 30 991 65 20 20 28 68 315 35 1543 34 31 2813
internal_value=0 -293.088 995.748 1971.93 1875.13 4997.8 11833.3 34016.5 14979.6 69836.4 7370.94 425.672 1728.1 2428.96 5207.07 -4724.68 -13155.7 1525.01 10516.5 33658.8 92778.7 7838.28 -5581.83 20340 -6862.58 -4204.98 -9857.79 16855.6 48695.9 -2735.66
internal_weight=0 80922 19932 16782 16756 5312 1451 243 184 45 1208 11444 9405 3861 2781 1080 417 183 1128 117 52 1011 2039 96 1943 3150 1628 85 51 2848
internal_count=4318164 80922 19932 16782 16756 5312 1451 243 184 45 1208 11444 9405 3861 2781 1080 417 183 1128 117 52 1011 2039 96 1943 3150 1628 85 51 2848
is_linear=0
shrinkage=0.1


Tree=3021
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 1 0 0 1 6 0 3 5 1 0 5 1 2 0 5 2 3 5 4 4 3 0 1 6
split_gain=7.01697e+11 6.5381e+12 1.96697e+13 1.90444e+13 2.70124e+13 1.07581e+14 5.73961e+13 5.64811e+13 5.60738e+13 5.2804e+13 8.29853e+13 4.89193e+13 3.89077e+13 3.84465e+13 5.8272e+13 3.75571e+13 3.35519e+13 7.13779e+13 3.11767e+13 2.98677e+13 2.78653e+13 3.29982e+13 2.61115e+13 2.57332e+13 3.86792e+13 2.72909e+13 2.40839e+13 2.07476e+13 4.28455e+13 4.38152e+13
threshold=56.802385350000009 56.895161300000005 114.17164950000002 60.58031445000001 9.5000000000000018 11.500000000000002 60.601268000000012 56.838612000000005 56.838612000000005 60.611165000000007 1.5000000000000002 56.831297550000009 21.500000000000004 112.04500000000002 60.601268000000012 56.819808050000006 107.05000000000001 60.601268000000012 16.500000000000004 56.819808050000006 109.05000000000001 17.500000000000004 10.500000000000002 123.15000000000002 3.5000000000000004 3.5000000000000004 26.500000000000004 56.852744000000008 60.628582700000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 13 6 7 15 9 -8 19 -12 18 16 -15 -6 -5 -18 -7 -11 -20 -22 -17 25 -25 -16 -14 28 29 -10
right_child=1 -3 -4 4 5 12 8 -9 27 10 11 -13 26 14 23 22 17 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-20.235830223738869 -324.1793986488662 -26.693506220511296 -43771.345195361821 92.433924500388542 33288.849474074719 5477.6425763857887 -32204.341252003931 -4367.9866646526525 27626.499057749159 157886.33564355469 -7011.5681563079461 77400.822621193918 -4190.6903280462093 -83106.654471813177 4375.0341421274043 77816.403719938084 174836.75553768384 -16240.219251019022 24127.998125993068 36403.117095588233 193988.23721590909 16510.645234374999 159322.18240559896 -47141.256558227542 47707.280093640045 -100190.07212727866 5192.3246627695944 25829.265197923665 17430.037766862624 168368.66207386367
leaf_weight=3449027 64043 754338 99 22684 179 11251 346 139 37 50 573 78 9195 139 52 217 34 46 429 34 22 20 48 64 131 48 3894 791 101 55
leaf_count=3449027 64043 754338 99 22684 179 11251 346 139 37 50 573 78 9195 139 52 217 34 46 429 34 22 20 48 64 131 48 3894 791 101 55
internal_value=0 80.3026 783.368 821.824 2270.66 4393.14 23552.9 51261 15730.2 8.2852 15172.3 3102.36 2348.29 -241.687 -29725.4 68676.4 320.426 64967.5 6532.83 108715 31738.6 109475 92579.7 -4572.91 16577.5 -45816.2 -1399.23 33001.9 62398.4 111766
internal_weight=0 869137 114799 114700 50657 27459 2648 583 2065 1081 735 651 24811 23198 434 444 22764 80 11722 84 471 42 265 295 195 100 13089 984 193 92
internal_count=4318164 869137 114799 114700 50657 27459 2648 583 2065 1081 735 651 24811 23198 434 444 22764 80 11722 84 471 42 265 295 195 100 13089 984 193 92
is_linear=0
shrinkage=0.1


Tree=3022
num_leaves=31
num_cat=0
split_feature=5 5 0 1 2 1 3 3 0 1 1 1 0 0 0 2 1 1 3 0 2 6 1 0 4 2 2 3 0 0
split_gain=7.6935e+11 6.19057e+12 3.08684e+13 3.80612e+13 5.14795e+13 4.7053e+13 3.09854e+13 2.98193e+13 3.22944e+13 2.67718e+13 3.72214e+13 4.34404e+13 3.07336e+13 2.59242e+13 2.3354e+13 3.82799e+13 3.41712e+13 3.13035e+13 2.60614e+13 2.29873e+13 2.99444e+13 2.39911e+13 2.23674e+13 2.18479e+13 2.03672e+13 2.02441e+13 2.26267e+13 1.99125e+13 3.78339e+13 2.42248e+13
threshold=105.35000000000001 104.75000000000001 59.939091550000008 37.275078000000001 5.5000000000000009 37.314272700000011 16.500000000000004 9.5000000000000018 59.863160500000006 82.933113850000026 82.902675200000019 82.897133550000021 55.043101600000007 59.916647550000008 45.03656895000001 13.500000000000002 39.714575750000009 39.047276750000002 21.500000000000004 59.990816400000007 3.5000000000000004 1.5000000000000002 30.332994000000003 59.916647550000008 3.5000000000000004 3.5000000000000004 2.5000000000000004 22.500000000000004 55.820531900000013 55.68356880000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -5 -7 8 -3 10 11 14 -11 -10 15 16 18 -17 -8 20 21 -4 -15 -6 -21 26 -9 -16 29 -29
right_child=-2 2 19 5 23 6 9 25 13 12 -12 -13 -14 22 27 17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.1353692988317645 -284.85611468926874 62395.275850035658 79811.86769531251 -118527.686907959 56738.156806640633 -2129.7827880901368 -8789.2271295362916 -56128.397656250003 -74790.603906250006 -11669.143861607145 -69213.548766850494 107346.09026442308 140554.80967881947 111527.01458333334 -3402.4140708799623 31835.130357142858 -78832.781808035725 194624.30225694447 123095.42817887932 -25687.327900654564 -108605.96791604662 -58988.538304924245 -17687.506714527026 151693.93989955357 45116.379687500004 -73974.948424479167 58702.590625000004 38586.63191967774 -22729.874070411395 133295.21036739866
leaf_weight=4220499 92777 126 20 32 180 2907 31 32 41 21 51 52 36 21 555 21 28 27 29 148 63 33 37 28 56 60 37 100 79 37
leaf_count=4220499 92777 126 20 32 180 2907 31 32 41 21 51 52 36 21 555 21 28 27 29 148 63 33 37 28 56 60 37 100 79 37
internal_value=0 6.2546 3562.96 5666.27 30036.8 2247.34 3219.86 6837.32 28813.4 17794.7 14031.8 18458.8 84472.3 -13927.1 13362.7 51569 12386.2 123404 54955 -26461.8 -62004.8 -6611.03 29097.1 69520.7 -6251.02 -31493.1 5447.64 6623.33 32383.9 64164.9
internal_weight=0 4.22539e+06 4888 4568 562 4006 3974 354 225 1067 1010 959 57 99 907 136 88 48 60 320 116 53 58 208 204 129 69 771 216 137
internal_count=4318164 4225387 4888 4568 562 4006 3974 354 225 1067 1010 959 57 99 907 136 88 48 60 320 116 53 58 208 204 129 69 771 216 137
is_linear=0
shrinkage=0.1


Tree=3023
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 6 5 1 5 0 5 5 3 3 3 1 5 4 5 3 6 3 1 5 3 3 1 3 5
split_gain=7.31239e+11 9.94008e+12 4.05499e+13 3.9993e+13 3.57594e+13 2.67659e+13 2.85861e+13 3.29519e+13 2.36516e+13 3.65945e+13 2.00102e+13 2.76595e+13 2.69531e+13 6.93784e+13 2.77093e+13 2.63778e+13 4.08467e+13 1.95004e+13 1.91732e+13 2.02954e+13 1.91067e+13 1.89385e+13 2.78501e+13 1.89086e+13 4.57788e+13 4.58547e+13 7.08833e+13 4.38136e+13 1.85913e+13 5.56307e+13
threshold=61.284352600000013 61.396377350000009 55.120365700000008 55.160271200000004 18.500000000000004 55.141517900000004 1.5000000000000002 95.020000000000024 61.365473900000005 81.910000000000011 55.173809400000003 76.00500000000001 85.91500000000002 16.500000000000004 16.500000000000004 17.500000000000004 61.310823700000007 38.010000000000012 4.5000000000000009 137.05000000000004 13.500000000000002 1.5000000000000002 12.500000000000002 61.365473900000005 61.020000000000003 8.5000000000000018 2.5000000000000004 61.310823700000007 5.5000000000000009 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 5 10 6 20 -8 9 -6 12 17 14 21 -5 18 -17 -12 -13 -20 -4 22 -14 24 -7 26 -26 -28 -2 -30
right_child=1 -3 3 4 8 23 7 -9 -10 -11 11 15 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-27.033243195228398 435.41762038838988 7.2708223734158883 4270.4729798493563 9810.3234230953731 -8930.4152976557725 4315.9479082031248 -5540.9888894893056 -93133.497491319446 13486.810222765866 -48760.856846356393 -1961.7314729282859 -7092.2184077012253 -115934.99687500001 197766.92568750001 -18108.877856929957 110262.53980129078 -41278.912513469833 3660.6077051673728 21879.182476562502 -84608.643898034483 67241.132008800283 35477.848727704892 45065.204538690479 10352.623400778859 1439.5950020032051 32320.470735119685 104409.3535472973 275777.29837500001 -13644.819604543925 -160908.56736778846
leaf_weight=3016415 1148 1251500 108 3015 2331 500 942 45 392 256 8379 3478 22 25 403 46 29 23388 25 63 87 212 21 2852 39 438 37 25 1917 26
leaf_count=3016415 1148 1251500 108 3015 2331 500 942 45 392 256 8379 3478 22 25 403 46 29 23388 25 63 87 212 21 2852 39 438 37 25 1917 26
internal_value=0 62.6415 1441.7 2168.98 1157.91 10556.7 -2622.19 -9534.57 -9403.41 -12871.9 1962.44 1231.41 8962.01 38790.3 6518.5 -7024.2 51666.5 2177.64 -8258.58 -54356.4 32365.1 23204.3 -37307 14560.2 26109.8 46326.7 107067 173509 -9654.12 -15615.4
internal_weight=0 1.30175e+06 50249 47158 42085 5073 1182 987 2979 2587 39106 35408 3698 280 3418 3641 75 31767 3566 88 195 255 43 3891 1039 539 101 62 3091 1943
internal_count=4318164 1301749 50249 47158 42085 5073 1182 987 2979 2587 39106 35408 3698 280 3418 3641 75 31767 3566 88 195 255 43 3891 1039 539 101 62 3091 1943
is_linear=0
shrinkage=0.1


Tree=3024
num_leaves=31
num_cat=0
split_feature=4 3 2 3 1 1 3 0 0 5 1 0 1 1 5 0 2 5 0 5 1 1 0 0 0 5 1 0 2 3
split_gain=7.25878e+11 6.67618e+12 1.12281e+13 7.21632e+12 6.14907e+12 7.18096e+12 8.00382e+12 2.19574e+13 2.03082e+13 1.32972e+13 9.26967e+12 8.91364e+12 1.16993e+13 1.91758e+13 1.6665e+13 2.15168e+13 1.41679e+13 2.23766e+13 3.86741e+13 2.54273e+13 2.05884e+13 3.12403e+13 1.48941e+13 1.37738e+13 4.86105e+13 7.48511e+13 1.84268e+13 1.53636e+13 2.36935e+13 1.71881e+13
threshold=1.0000000180025095e-35 36.500000000000007 30.500000000000004 37.500000000000007 30.102666750000001 39.110397700000007 7.5000000000000009 45.013473000000012 60.035045000000004 40.405000000000008 30.160599000000001 45.084117700000007 38.096381250000007 37.752451500000006 40.905000000000008 55.91302515000001 1.5000000000000002 34.920000000000009 59.963407450000012 33.395000000000003 37.615058950000012 37.66934650000001 55.834684950000003 55.755036050000008 55.762622900000004 22.030000000000005 37.214886200000009 55.834684950000003 2.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -6 11 -10 -8 -9 13 16 -15 -16 -13 19 20 23 -19 -22 -21 26 25 -25 -18 28 29 -26
right_child=-2 2 -4 -5 5 -7 10 8 9 -11 -12 12 -14 14 15 -17 17 18 -20 22 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=9026.5456965304129 -10.039570375240128 -76262.009345407205 40824.338884943187 -18536.708122519842 9562.1233095134794 509.73710124556055 -11599.75029839799 -11535.772834268551 16387.822325816764 100839.93044921875 1.771897274675498 467.02239239013619 2105.4717722033852 -13660.910024238865 -94986.03557477679 16589.13365625 19614.835107556017 9778.4241425251003 -124870.0248828125 -126006.34742726292 160311.09095052083 8342.966431451614 -30291.379940878382 17732.665143407536 -22282.144935294913 236088.11324218751 -28724.74721528907 -5722.3870834640129 15745.096222527474 -74322.256998393699
leaf_weight=783 4073891 33 22 63 1336 169307 697 1555 275 20 57880 4362 2858 1181 56 25 91 442 20 29 24 31 37 73 156 20 591 2108 91 107
leaf_count=783 4073891 33 22 63 1336 169307 697 1555 275 20 57880 4362 2858 1181 56 25 91 442 20 29 24 31 37 73 156 20 591 2108 91 107
internal_value=0 167.436 -23612.9 -38379.8 178.929 150.464 -670.808 -2692.47 -3849.34 22113.4 -136.273 -4402.06 -3500.35 -5196.81 -16670.4 -60549.3 -3427.12 -7873.77 11471.5 -10901.8 16958.1 74656.3 -72348 -9648.94 -6278.76 64690.8 -22274.7 -8959.58 -28236.4 -43454.4
internal_weight=0 244273 118 96 244155 243372 74065 15488 14152 295 58577 13857 12302 9444 1262 81 8182 3820 517 3303 497 55 66 3237 2555 93 682 2462 354 263
internal_count=4318164 244273 118 96 244155 243372 74065 15488 14152 295 58577 13857 12302 9444 1262 81 8182 3820 517 3303 497 55 66 3237 2555 93 682 2462 354 263
is_linear=0
shrinkage=0.1


Tree=3025
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 6 0 0 0 0 3 0 5 3 0 5 0 3 5 5 5 0 3 5 5 3 0 1 0 0
split_gain=7.96005e+11 5.28023e+12 1.64007e+13 5.22918e+13 7.41398e+13 6.05747e+13 6.06927e+13 2.76768e+13 3.06632e+13 6.26749e+13 3.26014e+13 2.52645e+13 5.90782e+13 2.56569e+13 2.50611e+13 2.99174e+13 2.38576e+13 2.38487e+13 3.93207e+13 2.32497e+13 2.28048e+13 2.22014e+13 5.72493e+13 4.58234e+13 3.26921e+13 2.1166e+13 4.10958e+13 1.10763e+14 2.38199e+13 2.087e+13
threshold=38.781124500000011 38.096381250000007 38.151577750000008 55.899899800000007 55.591389050000011 1.5000000000000002 55.784980300000008 46.672631750000008 55.576287050000012 55.801980100000009 22.500000000000004 55.601678500000013 50.410000000000004 4.5000000000000009 55.551692500000009 101.05000000000001 55.416472000000006 5.5000000000000009 46.810000000000009 30.405000000000005 55.990000000000002 56.320495600000008 12.500000000000002 67.520000000000024 110.05000000000001 15.500000000000002 55.183525900000006 38.422276900000007 55.050600750000008 56.338501050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 19 -4 14 10 -10 12 -7 -14 15 25 -17 18 -5 -6 -12 23 24 -19 -23 -9 27 -27 -29 -11
right_child=-2 2 7 17 5 11 -8 8 9 29 20 -13 13 -15 -16 16 -18 21 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=12.939295435093593 -28.261958212179021 2332.3141625995645 -7126.208005763765 -3364.2501609356027 44863.08793658088 10007.880764070838 -36315.669814453126 1814.5665355721599 -6400.9583504431794 4315.5351215750516 21405.822427413714 12385.984400544992 120356.19892578125 51700.807728476837 10810.795993638094 -22894.986561098656 -132047.15939275568 -6525.3479032863497 19064.256450765293 126092.39268434758 130263.2921875 -15775.567172816571 26899.930991029178 -39785.586812013666 110430.97256324405 10533.503622878503 5275.3636901855471 256022.10028409094 123947.00494927302 -2861.6265273345216
leaf_weight=1222775 3012745 5758 4869 2445 51 410 40 20149 15129 15260 67 2094 73 214 3855 223 22 2347 1149 114 27 907 591 503 21 145 607 22 36 5516
leaf_count=1222775 3012745 5758 4869 2445 51 410 40 20149 15129 15260 67 2094 73 214 3855 223 22 2347 1149 114 27 907 591 503 21 145 607 22 36 5516
internal_value=0 65.2251 838.829 3636.38 8970.62 21728.8 74194.7 129.458 708.053 -1161.66 -6036.18 17875.1 34366.1 69163.7 3394.02 2045.61 -32696.4 -2227.73 3806.13 100985 52673.4 -7191.27 2573.05 -12395.5 -12919.6 2451.73 18301.3 57250.9 174044 2410.01
internal_weight=0 1.30542e+06 82644 16717 8754 2996 205 65927 61058 35999 15223 2791 697 287 25059 21204 245 7963 3594 165 94 4369 1519 2850 928 20959 810 203 58 20776
internal_count=4318164 1305419 82644 16717 8754 2996 205 65927 61058 35999 15223 2791 697 287 25059 21204 245 7963 3594 165 94 4369 1519 2850 928 20959 810 203 58 20776
is_linear=0
shrinkage=0.1


Tree=3026
num_leaves=31
num_cat=0
split_feature=0 6 0 1 2 1 5 0 3 1 3 1 3 5 5 5 3 2 5 5 2 3 5 4 5 5 5 2 5 4
split_gain=7.44805e+11 8.02482e+12 1.22147e+13 2.97157e+13 4.38104e+13 2.04996e+13 2.2453e+13 2.35999e+13 3.08397e+13 6.45425e+13 5.77007e+13 5.50475e+13 1.24248e+14 4.25757e+13 3.79699e+13 3.66167e+13 2.70634e+13 2.69548e+13 2.56166e+13 6.3737e+13 6.36518e+13 8.57309e+13 7.84017e+13 9.77194e+13 4.95281e+13 3.94722e+13 2.97892e+13 2.8844e+13 2.78055e+13 2.62755e+13
threshold=57.581016350000006 1.5000000000000002 57.641335050000002 39.925119750000007 13.500000000000002 39.826386800000009 44.905000000000008 57.60800230000001 6.5000000000000009 39.863684800000009 4.5000000000000009 39.863684800000009 8.5000000000000018 62.995000000000012 132.05000000000004 101.05000000000001 8.5000000000000018 1.5000000000000002 90.015000000000015 92.035000000000011 4.5000000000000009 4.5000000000000009 161.85000000000002 3.5000000000000004 87.395000000000024 120.05000000000001 83.010000000000005 2.5000000000000004 85.020000000000024 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 9 10 -9 13 17 -10 15 16 -15 -13 24 -20 21 22 23 -21 26 -25 29 -28 -29 -11
right_child=1 2 -4 4 -6 6 7 8 11 18 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-16.592557463147529 -405.73618620983143 -4259.6806654695129 240.21986204546963 -5336.4510244557832 -117922.82526785716 966.93822249943867 3135.2239335040013 -36842.157061212718 24075.051772564006 16264.014226469124 7253.8109845376548 116030.22843750002 -18114.944744566852 -37415.897916666669 -55485.885007440476 186441.47214906756 81133.09544846107 44168.8217942954 194910.93487500001 -12803.550606496712 -51874.09959415585 117946.89910714288 -157018.78580729169 213335.44251512099 -57855.71584761425 65306.560683139534 156150.10382543106 103177.44068287038 -41711.347355769234 -68075.836009457242
leaf_weight=3723780 203267 2362 371441 2765 35 5803 3841 484 379 1323 767 65 598 21 21 31 232 265 25 152 77 119 24 31 93 43 29 27 26 38
leaf_count=3723780 203267 2362 371441 2765 35 5803 3841 484 379 1323 767 65 598 21 21 31 232 265 25 152 77 119 24 31 93 43 29 27 26 38
internal_value=0 103.951 368.841 2796.93 -6743.78 4379.88 5785.88 8996.11 13618.6 8021.08 -9806.5 24931.8 9066.77 46456.2 74267.6 83862.1 71293.1 58323.3 19133.3 39535.3 30825.9 48083.1 14828 33077.2 12877.3 127319 17435.9 75971.3 32099.9 13909.2
internal_weight=0 594384 391117 19676 2800 16876 14514 8711 4870 3258 1251 1612 928 684 305 284 253 330 2007 471 446 369 250 226 1536 74 1443 82 53 1361
internal_count=4318164 594384 391117 19676 2800 16876 14514 8711 4870 3258 1251 1612 928 684 305 284 253 330 2007 471 446 369 250 226 1536 74 1443 82 53 1361
is_linear=0
shrinkage=0.1


Tree=3027
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 0 4 6 3 3 0 5 3 3 5 0 5 5 0 3 5 0 3 0 2 0 5 5 0 0
split_gain=7.48203e+11 1.17027e+13 9.23891e+13 1.51174e+14 1.57207e+14 2.95749e+14 4.51833e+14 1.40028e+14 1.07062e+14 1.02963e+14 9.6971e+13 1.60024e+14 7.58597e+13 1.36068e+14 5.614e+13 5.47192e+13 5.69036e+13 5.19838e+13 5.43905e+13 4.3209e+13 9.62971e+13 5.57147e+13 4.41603e+13 1.32106e+14 4.32986e+13 3.79351e+13 4.39628e+13 4.57225e+13 3.84404e+13 3.82787e+13
threshold=37.559851850000008 37.582182450000005 55.806974650000008 6.5000000000000009 55.834684950000003 55.820531900000013 2.5000000000000004 1.5000000000000002 17.500000000000004 18.500000000000004 55.820531900000013 59.810000000000009 19.500000000000004 21.500000000000004 52.405000000000008 55.885524800000006 89.00500000000001 80.00500000000001 55.518428350000008 10.500000000000002 99.555000000000021 55.769960200000007 14.500000000000002 55.576287050000012 8.5000000000000018 55.87722990000001 46.810000000000009 57.995000000000012 55.975961550000008 56.320495600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 -4 -7 9 15 -5 11 14 -11 -14 -10 16 -9 -2 -19 20 -20 22 23 -21 -24 26 -6 -28 -27 -30
right_child=1 -3 3 7 25 6 -8 8 10 12 -12 -13 13 -15 -16 -17 -18 18 19 21 -22 -23 24 -25 -26 28 27 -29 29 -31
leaf_value=85.941710590375592 628.60920889312797 -7.6785055507088096 33133.511331106871 -30934.774949115115 -6488.7827455233682 63988.64592633929 686311.5284375 -34529.577035615868 -176859.07644675928 67919.040880705186 -56920.130772073557 -388922.69708203129 -60315.27974202887 45705.377349022543 35746.819667119569 1495.2977879968648 134991.21939453125 -7327.4358422801324 58645.636110821208 53960.741266025638 269330.90240384615 156119.65436422414 105726.12114089439 -240514.77549999999 -5072.0859006076389 90612.298098028288 -230993.32194940478 -26905.276357634175 -126238.93467261906 15361.698238699777
leaf_weight=820518 10633 3481433 131 457 113 28 20 1993 27 304 346 25 197 314 23 603 20 243 131 39 26 29 58 25 90 63 21 23 21 210
leaf_count=820518 10633 3481433 131 457 113 28 20 1993 27 304 346 25 197 314 23 603 20 243 131 39 26 29 58 25 90 63 21 23 21 210
internal_value=0 -20.1612 -2700.58 -14105.7 31649.2 110941 323290 -20795.3 -32461.8 7059.41 -79264.7 -182348 28364.1 4832.44 -79060.4 -24929.6 -32845.3 2295.84 29952.1 52713.3 93536.2 26119.1 8335.98 -61068.8 38348.8 178.714 -39509 -124311 21372.5 2488.91
internal_weight=0 3.49765e+06 16213 4939 630 179 48 4309 3037 1272 421 75 815 511 50 2616 2013 11274 641 398 157 241 212 64 148 451 157 44 294 231
internal_count=4318164 3497646 16213 4939 630 179 48 4309 3037 1272 421 75 815 511 50 2616 2013 11274 641 398 157 241 212 64 148 451 157 44 294 231
is_linear=0
shrinkage=0.1


Tree=3028
num_leaves=31
num_cat=0
split_feature=5 0 0 0 3 1 5 1 5 1 1 3 2 2 5 1 4 5 2 1 2 3 4 3 1 3 5 1 5 5
split_gain=7.83495e+11 3.94537e+12 3.27949e+13 2.10255e+13 1.76466e+13 3.22616e+13 3.15955e+13 2.51744e+13 2.78199e+13 2.45677e+13 2.23605e+13 3.25326e+13 2.35599e+13 2.75205e+13 1.82835e+13 1.60884e+13 2.61126e+13 1.38875e+13 1.5671e+13 1.35515e+13 3.78996e+13 2.84526e+13 4.04963e+13 3.81663e+13 3.54708e+13 2.73964e+13 3.07806e+13 2.59154e+13 4.63696e+13 2.86216e+13
threshold=100.05000000000001 47.228519500000004 47.425481600000005 47.249522000000006 13.500000000000002 39.726951800000002 177.02500000000003 39.753614400000011 137.05000000000004 39.767857750000005 39.694727950000008 4.5000000000000009 5.5000000000000009 3.5000000000000004 116.06000000000002 39.714575750000009 3.5000000000000004 107.05000000000001 6.5000000000000009 39.726951800000002 3.5000000000000004 11.500000000000002 3.5000000000000004 18.500000000000004 39.714575750000009 10.500000000000002 123.15000000000002 39.753614400000011 120.05000000000001 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 19 5 10 -7 8 15 -9 14 -12 13 -13 -5 17 -17 -6 -19 21 25 -3 23 -23 -24 26 -21 28 -22 -29
right_child=1 2 -4 4 7 6 -8 9 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 20 27 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.1649544742612861 819.14154352877586 -49151.200720297886 -301.37551135910047 18402.830587121214 9404.6512138776889 -23279.705616402513 -131463.97561743952 89273.216527478449 -126457.05008764024 -43281.662181712964 121367.69200994319 25805.065530711207 60562.959475806449 -82014.471889648441 -84646.804572211375 -79956.051908605252 21746.782258064515 22287.163644935346 -61908.146694125928 55930.368928179822 -20115.229697265626 21191.142052682524 116341.6457578125 -66091.440785590283 -36030.363991477272 -33152.119939630684 200119.23371093752 -14834.925051510989 110674.17454268293 -132077.56775173612
leaf_weight=4199349 26621 147 90455 33 93 209 31 29 39 27 33 58 62 40 36 136 31 29 93 57 80 113 50 90 22 22 20 91 41 27
leaf_count=4199349 26621 147 90455 33 93 209 31 29 39 27 33 58 62 40 36 136 31 29 93 57 80 113 50 90 22 22 20 91 41 27
internal_value=0 -253.235 -562.884 -14165.4 -23853.5 -10766.3 -37253.5 -37626.6 -46005.2 25362.8 13496.8 30964.5 12318.9 -18202.9 -35362.2 -37791.5 -61077.1 -19704.6 -41894.5 -1685.56 13235 -13636.1 5348.3 -17505.6 69783.5 65263.3 93382 -8316.53 24201.8 -41661.6
internal_weight=0 118815 92194 1739 979 502 240 477 421 56 262 193 160 98 69 382 167 215 122 760 338 422 275 203 72 99 77 239 121 118
internal_count=4318164 118815 92194 1739 979 502 240 477 421 56 262 193 160 98 69 382 167 215 122 760 338 422 275 203 72 99 77 239 121 118
is_linear=0
shrinkage=0.1


Tree=3029
num_leaves=31
num_cat=0
split_feature=5 4 3 0 5 4 1 0 0 3 1 1 1 0 0 1 1 0 3 1 3 0 0 0 3 5 3 3 0 0
split_gain=7.50109e+11 3.17101e+12 4.80289e+12 6.99189e+12 2.84387e+12 4.03919e+12 2.09041e+13 2.26621e+13 6.98317e+12 2.85612e+12 8.6365e+12 4.1243e+12 8.17083e+12 1.4008e+13 1.97907e+13 1.42308e+13 7.09559e+12 5.19842e+12 5.05402e+12 4.63806e+12 6.01612e+12 5.83098e+12 4.80772e+12 3.82314e+12 3.97679e+12 5.93059e+12 3.57358e+12 4.8355e+12 4.73799e+12 5.71453e+12
threshold=18.050000000000004 4.5000000000000009 8.5000000000000018 55.885524800000006 20.010000000000002 1.5000000000000002 49.236330900000006 55.388132500000005 45.013473000000012 16.500000000000004 37.487839250000007 37.66934650000001 37.597123000000003 55.734663800000007 55.777112100000004 37.615058950000012 37.642309100000013 55.87722990000001 5.5000000000000009 38.096381250000007 3.5000000000000004 55.993277250000013 55.834684950000003 55.755036050000008 8.5000000000000018 19.650000000000002 4.5000000000000009 2.5000000000000004 55.885524800000006 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 7 8 -7 11 -11 12 26 -14 15 -15 17 -16 -18 20 -13 22 -22 24 -17 -26 27 -2 29 -29
right_child=4 2 -4 -5 -6 6 -8 -9 -10 10 -12 19 13 14 16 23 18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=530.7494023434507 15600.296221301021 -32277.712742456901 -52825.873144531251 44578.933984375006 2.3084658764813661 -51893.920796130958 44537.73570523649 -109221.88252527575 20667.012225723269 -6075.4670868707472 1820.0468665039762 -47033.551635742188 -6927.1847094185741 110830.90066583807 -24352.754232536769 -11521.978328804347 37669.539876302086 27521.586410156247 -17095.658274147729 -2208.4558559382085 -6686.1081171661444 37494.17564784459 -30220.459456208886 63109.998214285719 77717.717329545456 8864.610871413659 -91.131985712142296 -16992.321768851903 -7522.6894810267859 -73091.63807291667
leaf_weight=31978 49 29 28 20 4263643 21 37 34 36 1705 7391 40 237 33 85 23 72 25 22 8616 1006 28 95 35 22 29 2623 46 126 30
leaf_count=31978 49 29 28 20 4263643 21 37 34 36 1705 7391 40 237 33 85 23 72 25 22 8616 1006 28 95 35 22 29 2623 46 126 30
internal_value=0 481.944 -19787 -907.653 -3.60437 -1125.75 -18839.1 -44607.7 -6065.96 -1024.25 340.072 -1961.42 1007.71 11802 24630.9 53296.7 4677.24 -12563.1 24852.2 -3010.4 -8921.02 -7570.71 -8716.77 35878.1 22998.1 38566 -1181.93 -12581 -19417.1 -39136.8
internal_weight=0 32055 77 49 4.28611e+06 22466 128 91 57 22338 9096 13242 3457 583 346 142 204 110 94 9785 1169 1129 1101 109 74 51 2874 251 202 76
internal_count=4318164 32055 77 49 4286109 22466 128 91 57 22338 9096 13242 3457 583 346 142 204 110 94 9785 1169 1129 1101 109 74 51 2874 251 202 76
is_linear=0
shrinkage=0.1


Tree=3030
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 3 1 0 0 0 4 0 3 0 0 0 2 1 1 1 0 0 1 0 5 1 3 1 0
split_gain=7.35603e+11 7.15198e+12 1.60209e+13 2.56105e+13 1.66752e+13 2.68551e+13 2.9172e+13 3.24107e+13 2.82558e+13 2.28473e+13 4.83178e+13 2.28432e+13 1.91407e+13 2.86547e+13 1.91349e+13 1.57303e+13 1.43209e+13 1.82066e+13 1.41039e+13 1.26826e+13 4.00383e+13 3.43579e+13 2.98776e+13 2.08864e+13 2.71381e+13 2.09367e+13 2.41601e+13 3.13761e+13 1.89608e+13 2.23701e+13
threshold=41.505000000000003 41.005000000000003 83.003420700000007 83.006817700000013 23.500000000000004 37.869926150000005 25.500000000000004 37.855187800000003 55.56564190000001 55.784980300000008 55.664473600000008 1.5000000000000002 55.86787755000001 24.500000000000004 55.708120100000009 54.990279300000005 54.959412650000012 12.500000000000002 37.620907050000007 37.533784800000006 37.752451500000006 55.91302515000001 55.591389050000011 37.66934650000001 55.674875350000008 41.365000000000002 37.642309100000013 10.500000000000002 37.503486000000002 55.924336300000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 15 6 7 8 -6 10 -10 12 13 -11 18 16 -3 -18 -12 28 21 22 -21 25 -25 26 27 -24 -17 -30
right_child=-2 2 3 -5 5 -7 -8 -9 9 11 14 -13 -14 -15 -16 19 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=13.760931504157279 -30.22458545604259 1253.4840475905648 -8749.2206172205297 1183.0552018224546 31644.988923171473 5507.7632664631019 5070.0328942293745 -81076.612656250014 -9928.2821673686285 -48513.925250509514 -102185.99035823171 -80076.229102157973 -9166.0408338259695 85534.995866041922 -111168.64119001117 860.69645041781735 -1468.0008458538787 -38749.774511670134 -36096.088138620478 -351.29068701171877 4455.7504846601551 -9982.7521617040111 140675.29937959558 129100.28501790365 47085.437754369443 1556.9760487060548 -44040.214218750007 39261.801678240743 -66820.480831137043 39476.557833158055
leaf_weight=1451807 2810827 20993 3888 7813 116 1658 740 80 358 23 41 41 598 52 70 3649 366 204 152 250 13202 265 34 48 253 200 30 297 83 26
leaf_count=1451807 2810827 20993 3888 7813 116 1658 740 80 358 23 41 41 598 52 70 3649 366 204 152 250 13202 265 34 48 253 200 30 297 83 26
internal_value=0 56.3617 1170.14 -2117.23 2047.77 -4168.08 -11232.2 -19111.8 -15695.4 -19808.8 -33836.3 -7608.43 -3193.6 44426.7 -66380.4 2659.85 828.834 -14811 -50135.9 4812.99 6148.22 22374.8 30085.9 38913.4 60164.2 27511.4 41890.6 49678.9 -366.958 -41465.2
internal_weight=0 1.50734e+06 55530 11701 43829 3929 2271 1531 1451 1335 621 714 673 75 263 39900 21563 570 193 18337 14579 1377 1112 862 301 561 361 331 3758 109
internal_count=4318164 1507337 55530 11701 43829 3929 2271 1531 1451 1335 621 714 673 75 263 39900 21563 570 193 18337 14579 1377 1112 862 301 561 361 331 3758 109
is_linear=0
shrinkage=0.1


Tree=3031
num_leaves=31
num_cat=0
split_feature=3 0 4 6 0 0 0 1 1 1 0 5 0 1 1 5 1 5 4 5 5 2 0 1 5 1 1 1 5 2
split_gain=7.29413e+11 3.40673e+12 6.67445e+12 1.21908e+13 1.17349e+13 1.00845e+13 3.76242e+13 1.09785e+13 1.07016e+13 1.18853e+13 1.51152e+13 1.51226e+13 1.3814e+13 3.08299e+13 3.07649e+13 1.52829e+13 2.04891e+13 1.83149e+13 1.39579e+13 1.10061e+13 1.0988e+13 8.54771e+12 8.27378e+12 1.01476e+13 6.61863e+12 6.4055e+12 2.51348e+13 2.35909e+13 2.65376e+13 1.48004e+13
threshold=2.5000000000000004 55.212972300000011 3.5000000000000004 1.5000000000000002 56.501468900000013 59.963407450000012 59.820733200000006 30.578016350000002 86.192907650000009 44.083877800000003 57.692655200000004 99.555000000000021 55.734663800000007 37.597123000000003 38.233559750000005 104.75000000000001 37.457850350000008 94.040000000000006 4.5000000000000009 88.015000000000015 63.855000000000011 2.5000000000000004 56.320495600000008 39.863684800000009 76.730000000000018 30.370618100000005 30.332994000000003 30.425002000000003 61.845000000000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 4 -4 6 8 -7 9 10 12 -12 13 -5 -15 17 -17 20 -18 -10 -14 25 24 -24 -22 26 -3 28 -27 -28
right_child=-2 2 3 5 -6 7 -8 -9 19 -11 11 -13 15 14 -16 16 18 -19 -20 -21 22 -23 23 -25 -26 27 29 -29 -30 -31
leaf_value=-210.25378504503828 -6.7390290773319537 -2956.7498191309342 -80913.245258620693 -81691.520383522729 7585.2135206653229 -53915.009960937503 112918.45476331208 3818.5236238668895 4732.4308593750002 -4085.3566269115527 25805.773131793481 -87667.223567708337 108700.4381359282 112208.75794719829 -33452.36019665948 94203.999702380956 -66605.481176757821 130758.25552083334 25411.446507352943 94571.869973958339 34020.601310483871 56968.60232928241 14295.933351934524 113825.00966308595 -35927.981835937499 12956.336058728448 -126951.17342187499 790.23055871991255 111367.25675781252 -28385.845567908658
leaf_weight=66309 4205107 1572 29 33 31 44 38 131 25 392 23 24 21 29 29 21 32 30 34 30 31 27 21 20 24 87 25 43866 40 39
leaf_count=66309 4205107 1572 29 33 31 44 38 131 25 392 23 24 21 29 29 21 32 30 34 30 31 27 21 20 24 87 25 43866 40 39
internal_value=0 250.655 904.425 8630.59 -35189 11178.2 15645.3 -10697.3 11132 8064.94 20868.5 -32137.9 28534 -4526.2 39378.2 41390.8 8171.24 61051.3 -19202.8 53735.8 43177.7 719.631 28844.6 62846.7 3497.58 686.347 -5457.72 914.831 43951.9 -66887.9
internal_weight=0 113057 46748 1092 60 1032 857 175 819 764 372 47 325 91 58 234 87 147 66 55 117 45656 96 41 55 45629 1636 43993 127 64
internal_count=4318164 113057 46748 1092 60 1032 857 175 819 764 372 47 325 91 58 234 87 147 66 55 117 45656 96 41 55 45629 1636 43993 127 64
is_linear=0
shrinkage=0.1


Tree=3032
num_leaves=31
num_cat=0
split_feature=3 4 5 6 0 5 0 0 2 5 5 1 1 5 1 0 1 1 5 3 3 1 0 1 5 1 0 3 0 0
split_gain=7.03629e+11 1.61319e+13 5.76166e+13 4.02678e+13 5.93497e+13 6.02274e+13 6.46796e+13 4.83552e+13 4.71047e+13 3.22044e+13 3.1357e+13 2.8785e+13 3.66801e+13 3.5114e+13 2.82251e+13 3.02877e+13 2.79659e+13 3.57568e+13 5.7398e+13 4.59895e+13 8.47907e+13 6.45547e+13 7.3428e+13 1.29869e+14 4.36157e+13 5.1634e+13 8.95211e+13 8.27588e+13 6.96758e+13 4.92696e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 1.5000000000000002 55.924336300000007 61.845000000000006 59.982527000000012 43.592450450000008 7.5000000000000009 57.405000000000008 60.005000000000003 37.487839250000007 37.436176200000013 56.505000000000003 39.027779200000005 43.642715500000008 30.259484550000003 30.362552800000003 63.855000000000011 23.500000000000004 19.500000000000004 30.332994000000003 59.990816400000007 30.346469350000003 85.91500000000002 30.278357500000002 59.939091550000008 18.500000000000004 59.950068600000009 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 9 7 6 -6 8 -5 11 -2 12 -3 -13 -9 -16 -12 18 -18 20 24 -22 23 -23 25 -20 -27 28 -28 -30
right_child=1 2 -4 4 5 -7 -8 14 -10 -11 16 13 -14 -15 15 -17 17 -19 19 -21 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-22.154054100064691 186.39290967407271 27146.852756219159 245.69924750315852 -143175.64557291669 -25086.63999884604 12444.87783145671 43784.593285896553 27073.045874094278 -2067.9359275928446 426.84302391470948 -8988.6366887174427 -3824.7992119594223 158515.68767755682 38008.984197736805 89086.457023590687 11466.220907894825 -9483.2870517090669 -1488.9874944044441 -73005.424720982148 370.05439894356562 28485.794396272366 149453.91574754901 139617.63702411955 -63011.433729876895 -42925.502172263274 -1761.4001666774807 136208.52869591347 -68606.313131009621 -109899.71936523437 52135.861110325866
leaf_weight=3318589 672699 627 149142 36 1134 1551 155 2154 69 11926 4697 915 22 257 51 3516 1788 143788 70 2169 889 51 126 66 166 1031 104 52 20 304
leaf_count=3318589 672699 627 149142 36 1134 1551 155 2154 69 11926 4697 915 22 257 51 3516 1788 143788 70 2169 889 51 126 66 166 1031 104 52 20 304
internal_value=0 73.5515 956.131 5683.53 11022.1 -830.856 -16805 16800 -50447.7 2318.15 -109.307 14704.6 31600 5348.65 18034.3 12576 -1389.99 -1153.04 5913.26 11366.7 19651.5 40970.9 86647 29601.7 5837.12 10957 14846.8 50519.7 64993 42133.7
internal_weight=0 999575 171555 22413 8666 2840 1289 5826 105 13747 828020 1821 649 1172 5721 3567 155321 150624 6836 5048 2879 1132 243 117 1747 1581 1511 480 428 324
internal_count=4318164 999575 171555 22413 8666 2840 1289 5826 105 13747 828020 1821 649 1172 5721 3567 155321 150624 6836 5048 2879 1132 243 117 1747 1581 1511 480 428 324
is_linear=0
shrinkage=0.1


Tree=3033
num_leaves=31
num_cat=0
split_feature=1 3 0 4 0 5 3 0 0 5 5 5 3 2 1 5 0 0 0 3 5 0 0 5 4 0 5 4 5 3
split_gain=6.98869e+11 3.16308e+12 6.37048e+12 3.48809e+12 5.43067e+12 3.51335e+12 3.43466e+12 9.89878e+12 1.36733e+13 7.04672e+12 6.98651e+12 5.58174e+12 6.58807e+12 6.84007e+12 6.90729e+12 5.40818e+12 4.70643e+12 4.40505e+12 2.56617e+13 9.80159e+12 7.99987e+12 7.60488e+12 1.17626e+13 1.00583e+13 1.00306e+13 1.55276e+13 1.4726e+13 2.92158e+13 2.84743e+13 3.23794e+13
threshold=113.46563545000002 2.5000000000000004 63.563300600000012 1.5000000000000002 48.713222300000005 31.415000000000003 3.5000000000000004 50.565831500000009 48.713222300000005 45.985000000000007 64.805000000000021 142.05000000000004 9.5000000000000018 5.5000000000000009 114.17164950000002 137.05000000000004 61.785186750000001 51.83362145000001 51.636650050000007 4.5000000000000009 34.920000000000009 50.565831500000009 51.369916400000001 34.010000000000012 1.5000000000000002 48.713222300000005 52.020000000000003 2.5000000000000004 50.005000000000003 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 5 -5 -2 7 8 -3 -10 -9 15 13 14 -13 17 -12 18 19 -8 -20 23 -23 -21 25 -25 28 -28 29 -26
right_child=1 2 -4 4 -6 -7 11 10 9 -11 16 12 -14 -15 -16 -17 -18 -19 20 21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=-3.2800032633314711 -2998.2772617611599 -8310.9166992187511 -41243.340549045141 -44624.054450334828 -204.35441340421113 -19766.683558159726 29414.153758153378 -4512.6516927253688 32457.890844228317 91206.981607142865 34200.996456023182 9907.2968855233048 28532.883849158658 -61832.273652531556 -43342.162441871282 43943.030603448278 -6130.6863130115335 1402.3500213121388 3452.0816810344827 -12346.702460336288 -55320.496764605981 -24252.458647885531 27595.612988281253 -16219.414394884225 14575.769477044329 17894.336822814945 18795.452996240481 -5032.4604451843643 -37630.328541217677 -34775.162303388883
leaf_weight=4289649 281 52 36 28 1617 225 106 418 49 35 93 58 26 39 42 29 42 20227 29 601 115 276 52 166 454 680 792 1469 290 188
leaf_count=4289649 281 52 36 28 1617 225 106 418 49 35 93 58 26 39 42 29 42 20227 29 601 115 276 52 166 454 680 792 1469 290 188
internal_value=0 493.427 794.265 -3193.83 -960.434 -10454.6 851.745 7819.2 31989.1 56936.7 1875.07 664.508 -17668.8 -26310.8 -12457.5 783.256 21653.4 734.067 -1856.46 -675.061 -43484.4 -1317.06 -16032.6 -276.822 1519.17 11200.6 -1045.98 3314.16 -11623.5 124.095
internal_weight=0 28515 26364 2151 1645 506 26328 689 136 84 553 25639 165 139 100 25474 135 25445 5218 5074 144 4968 328 4640 4039 846 3193 2261 932 642
internal_count=4318164 28515 26364 2151 1645 506 26328 689 136 84 553 25639 165 139 100 25474 135 25445 5218 5074 144 4968 328 4640 4039 846 3193 2261 932 642
is_linear=0
shrinkage=0.1


Tree=3034
num_leaves=31
num_cat=0
split_feature=1 0 1 3 5 5 5 0 0 0 3 5 5 3 4 3 0 5 5 5 2 5 5 5 5 2 2 2 6 1
split_gain=6.59264e+11 3.26029e+12 7.98056e+12 5.61403e+12 5.01689e+12 7.78758e+12 7.31779e+12 1.0133e+13 9.03973e+12 8.99922e+12 6.17135e+12 5.69352e+12 7.16967e+12 4.85468e+12 1.29566e+13 1.0504e+13 9.36704e+12 8.6803e+12 8.03498e+12 9.96196e+12 6.14884e+12 6.11219e+12 1.30387e+13 2.0461e+13 1.17659e+13 2.62798e+13 1.9791e+13 1.56417e+13 1.11343e+13 1.46069e+13
threshold=83.000022850000008 52.056565900000003 103.85249100000001 1.5000000000000002 87.395000000000024 99.555000000000021 72.705000000000013 51.717367500000009 51.83362145000001 51.83362145000001 10.500000000000002 52.990000000000002 49.505000000000003 3.5000000000000004 3.5000000000000004 2.5000000000000004 51.83362145000001 91.050000000000011 62.015000000000008 84.030000000000015 2.5000000000000004 99.555000000000021 90.015000000000015 91.050000000000011 86.02500000000002 9.5000000000000018 7.5000000000000009 12.500000000000002 1.5000000000000002 113.46563545000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 11 -8 -9 -11 12 -5 14 16 -16 -4 -17 20 -20 -18 22 24 -24 -15 26 -26 -27 -25 -30
right_child=1 -3 13 4 5 -7 8 9 -10 10 -12 -13 -14 21 15 17 18 -19 19 -21 -22 -23 23 28 25 27 -28 -29 29 -31
leaf_value=14.697405440317191 -11016.454817296282 -161.7607223392875 1625.7091390786079 -4890.2038361405903 -70940.40578125001 9617.9640364583338 86716.253312800487 36618.644919259204 17664.017195870536 8621.4768199555456 64694.407207031247 -19383.05165686693 31938.115005802767 1216.2821887248979 2294.8004986702126 25430.953828124999 -11492.624790631959 118599.0904663086 13011.119100452772 -48417.453226521815 -34639.864285982578 -7353.119840133525 86855.637070312514 -57421.581321022735 -15013.316881879429 -119497.77447916668 65334.930334821431 -10900.751711309524 -20988.728058307926 27264.864249758062
leaf_weight=3782924 158 507334 1179 226 20 30 26 140 70 1055 20 167 69 21694 47 20 979 20 220 30 130 856 40 22 247 36 35 21 82 267
leaf_count=3782924 158 507334 1179 226 20 30 26 140 70 1055 20 167 69 21694 47 20 979 20 220 30 130 856 40 22 247 36 35 21 82 267
internal_value=0 -103.877 948.453 7066.11 8633.33 -22605.4 9514.29 7977.18 36365.7 12770.5 9664.69 -4628.63 3723.88 480.986 -3595.95 34350.1 -4896.7 72015 -10555.2 5639.69 -14206 940.298 1256.6 18904.1 927.41 -17558.7 -5041.02 -79488.3 11577.8 15927.3
internal_weight=0 535240 27906 1981 1823 50 1773 1677 96 1215 1075 462 295 25925 2625 87 2538 40 1359 250 1109 23300 22444 411 22033 339 282 57 371 349
internal_count=4318164 535240 27906 1981 1823 50 1773 1677 96 1215 1075 462 295 25925 2625 87 2538 40 1359 250 1109 23300 22444 411 22033 339 282 57 371 349
is_linear=0
shrinkage=0.1


Tree=3035
num_leaves=31
num_cat=0
split_feature=1 1 0 5 3 0 3 3 5 4 3 1 0 5 3 0 5 3 5 1 5 0 0 5 3 2 3 1 0 5
split_gain=6.73852e+11 8.04336e+12 3.57058e+13 4.94926e+13 1.96342e+13 1.70134e+13 2.56792e+13 2.3603e+13 2.94868e+13 3.16854e+13 2.21099e+13 4.90228e+13 3.51618e+13 2.16924e+13 1.40586e+13 2.5323e+13 2.47609e+13 2.24241e+13 1.99519e+13 2.12125e+13 1.59655e+13 1.50235e+13 2.46834e+13 2.28235e+13 2.23062e+13 2.4098e+13 2.07451e+13 2.06129e+13 4.00892e+13 1.41129e+13
threshold=61.284352600000013 61.396377350000009 55.078308950000007 87.395000000000024 5.5000000000000009 55.212972300000011 11.500000000000002 5.5000000000000009 93.00500000000001 3.5000000000000004 2.5000000000000004 61.365473900000005 55.173809400000003 76.730000000000018 18.500000000000004 55.160271200000004 118.33500000000002 22.500000000000004 48.510000000000012 61.365473900000005 81.910000000000011 55.120365700000008 55.173809400000003 95.020000000000024 16.500000000000004 14.500000000000002 17.500000000000004 61.310823700000007 55.193434200000006 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 13 10 -10 12 -12 -4 21 16 -16 -18 -17 20 -20 -9 24 26 25 -23 29 28 -28 -24
right_child=1 -3 5 -5 -6 6 -8 14 9 -11 11 -13 -14 -15 15 18 17 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-25.950796423363041 -2846.8224865214033 10.324719857537019 7333.0513130849376 -169280.58433779763 -31850.605520773686 -1337.0841165308823 -36375.882946606223 -7590.9308782783846 16492.829113769531 -4987.976281550481 275013.95101562503 -9065.2498046875007 98648.802478966361 -22752.165733528909 7177.2377627192318 502.08335197347606 161200.37031250002 30962.884004407053 -16031.967707634334 7780.3339114320042 -43862.762759685516 9594.017749294344 1067.4534715880284 -12103.835058857423 -8623.9281610302878 59158.41423168945 73010.297980518822 -10155.503082184294 2711.1890337520804 30804.107362052968
leaf_weight=3016415 600 1251500 8069 21 382 9252 214 1516 32 65 20 21 26 247 592 1358 20 39 1058 306 256 5146 18352 1250 687 100 156 134 169 161
leaf_count=3016415 600 1251500 8069 21 382 9252 214 1516 32 65 20 21 26 247 592 1358 20 39 1058 306 256 5146 18352 1250 687 100 156 134 169 161
internal_value=0 60.1332 1300.66 -17377.8 -14129.4 1681.09 -2129.21 2587.78 7267.56 49258.1 84874.2 117534 175329 6439.47 1319.91 -4532.27 13334.1 75111.2 -8437.9 -15932 -21454.1 2087.41 2648.39 984.4 8319.91 10538.8 1846.74 22847.4 36454.8 1326.06
internal_weight=0 1.30175e+06 50249 1003 982 49246 9466 39780 8480 164 99 67 46 8316 31300 3629 651 59 2978 1620 1314 27671 26155 20222 5933 5246 18972 459 325 18513
internal_count=4318164 1301749 50249 1003 982 49246 9466 39780 8480 164 99 67 46 8316 31300 3629 651 59 2978 1620 1314 27671 26155 20222 5933 5246 18972 459 325 18513
is_linear=0
shrinkage=0.1


Tree=3036
num_leaves=31
num_cat=0
split_feature=3 6 5 5 5 5 1 1 1 4 1 1 5 5 0 1 1 1 0 5 5 0 5 5 5 0 1 0 5 5
split_gain=6.71648e+11 3.25633e+12 5.51607e+12 1.21379e+13 4.96143e+12 5.54819e+12 4.90086e+12 5.49658e+12 9.12702e+12 8.02114e+12 1.09363e+13 7.6203e+12 1.35309e+13 6.4652e+12 8.25534e+12 1.29895e+13 6.03663e+12 5.7601e+12 5.60575e+12 5.43352e+12 5.40307e+12 4.46347e+12 4.09579e+12 3.93544e+12 6.83354e+12 3.50775e+12 1.05071e+13 4.78063e+12 5.36552e+12 4.58352e+12
threshold=2.5000000000000004 1.5000000000000002 225.45000000000002 177.02500000000003 142.05000000000004 132.05000000000004 53.140944450000006 39.666208800000007 39.188277450000008 1.5000000000000002 39.739656000000004 49.073956850000009 74.010000000000005 94.040000000000006 59.932719750000011 37.342273500000012 38.233559750000005 49.073956850000009 57.641335050000002 44.205000000000005 60.310000000000009 45.254062050000009 110.05000000000001 56.835000000000008 99.555000000000021 55.349623500000007 56.022377500000012 56.876792350000009 62.385000000000012 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 13 17 -11 18 -13 14 15 -1 -15 -9 19 -12 -17 -22 -18 -21 -25 26 -8 -27 -29 -28
right_child=-2 -3 -4 -5 -6 -7 25 9 -10 10 11 12 -14 16 -16 20 22 -19 -20 23 21 -23 -24 24 -26 27 29 28 -30 -31
leaf_value=-27263.845617675783 -6.4666814966394233 174.47300079122678 56805.825933837892 -71570.742113095243 41143.320840371627 -34709.977061631944 86053.523893229169 3733.1390151367191 59187.32176585478 -75857.227918419478 -42573.004007812502 -4481.5401751893942 -108720.355546875 -47224.879907226568 68760.85943885216 9603.7106555793853 27323.399151320686 48254.510236672795 -40547.542544642864 27512.571090369591 57438.179926500823 12835.383683488177 -7675.6282637433314 -12571.911351654497 30266.073956418506 -21659.383665497451 10028.603131672167 -11103.542474365235 44472.552857730268 60787.335546875001
leaf_weight=72 4205107 111370 20 21 37 36 24 200 34 26 25 33 20 32 26 158 42 34 35 65 57 37 164 138 51 49 161 32 38 20
leaf_count=72 4205107 111370 20 21 37 36 24 200 34 26 25 33 20 32 26 158 42 34 35 65 57 37 164 138 51 49 161 32 38 20
internal_value=0 240.525 4601.08 3974.75 4938.57 4106.02 4994.37 2151.46 8811.91 -4455.87 -13183.5 -8743.39 -43816.9 5899.05 14545.9 10195.3 -6816.88 10202.1 -2823.33 1909.1 20897.9 39881.8 -539.904 6287.26 -1012.45 15953.6 23881.2 2296.92 19066.3 15637.3
internal_weight=0 113057 1687 1667 1646 1609 1573 1249 622 627 393 367 53 588 350 324 238 234 314 279 252 94 206 254 189 324 205 119 70 181
internal_count=4318164 113057 1687 1667 1646 1609 1573 1249 622 627 393 367 53 588 350 324 238 234 314 279 252 94 206 254 189 324 205 119 70 181
is_linear=0
shrinkage=0.1


Tree=3037
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 0 0 0 0 3 1 0 5 5 3 6 5 0 5 1 0 2 1 3 5 3 3 2 0 6
split_gain=6.76933e+11 5.33941e+12 1.95566e+13 2.19845e+13 3.84988e+13 4.83273e+13 6.21321e+13 5.82744e+13 3.95411e+13 3.36499e+13 3.33283e+13 3.00044e+13 2.859e+13 2.69163e+13 4.51557e+13 8.82338e+13 7.64744e+13 6.53682e+13 1.26909e+14 4.32873e+13 3.28749e+13 2.87922e+13 2.49615e+13 3.34241e+13 3.29708e+13 3.95086e+13 3.68093e+13 4.76551e+13 3.32969e+13 5.66501e+13
threshold=9.5000000000000018 1.5000000000000002 59.025000000000013 43.810000000000009 39.969502550000009 59.932719750000011 59.982527000000012 59.609407350000005 43.465905150000005 6.5000000000000009 30.243224600000001 57.265292900000006 44.605000000000011 53.385000000000012 6.5000000000000009 1.5000000000000002 56.835000000000008 59.939091550000008 54.710000000000008 30.259484550000003 59.963407450000012 6.5000000000000009 30.370618100000005 4.5000000000000009 44.005000000000003 7.5000000000000009 4.5000000000000009 1.5000000000000002 59.939091550000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 10 8 -5 12 -7 -6 -8 22 -15 17 21 18 -16 -19 -21 -17 24 -24 25 -12 27 -26 29 -28
right_child=-2 -3 -4 4 11 6 9 -9 -10 -11 13 -13 -14 14 15 16 -18 19 -20 20 -22 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=70.201222419255487 35.737441333471729 -167.2466275419894 -4597.8919117116302 -35564.144663986655 6135.5020222034718 -50826.768234503077 -44938.124771792762 -16261.864023918153 415.55861351976131 -29206.566827947445 199495.63338068183 -10832.766823407179 13942.341865000002 -25934.945818413631 295543.56608072919 149994.93572303921 16813.36570945946 113899.13311298078 12912.336419547872 -112339.88759191177 -522.54628990436424 282819.1171875 81258.915625000009 -38498.295783041533 76094.042549272024 40514.86579589844 68368.944771306822 -98049.451882102279 13234.883555407741 -46382.354733455883
leaf_weight=626480 2379540 1248542 8464 309 21571 61 95 2400 26554 429 22 1095 625 72 24 51 37 26 47 34 116 24 28 139 22 54 275 55 922 51
leaf_count=626480 2379540 1248542 8464 309 21571 61 95 2400 26554 429 22 1095 625 72 24 51 37 26 47 34 116 24 28 139 22 54 275 55 922 51
internal_value=0 -43.8655 179.364 238.685 2153.01 -54.6435 11595.1 -1332.16 1.6909 -7036.36 21987.1 5315.76 6173.39 24209 46341.8 60837.4 134460 27454 108450 -5220.42 -25867.8 192499 18125.4 -18419.2 22481.5 86535.6 18807.5 -48294.2 22947.5 50417.1
internal_weight=0 1.93862e+06 690082 681618 55138 32472 3209 29263 26863 1149 2060 22666 720 1999 431 359 112 247 71 176 150 75 1568 167 1401 76 1325 77 1248 326
internal_count=4318164 1938624 690082 681618 55138 32472 3209 29263 26863 1149 2060 22666 720 1999 431 359 112 247 71 176 150 75 1568 167 1401 76 1325 77 1248 326
is_linear=0
shrinkage=0.1


Tree=3038
num_leaves=31
num_cat=0
split_feature=1 1 5 0 6 0 0 3 5 0 0 4 3 0 1 0 1 1 0 3 1 3 3 1 3 3 5 1 1 5
split_gain=6.77888e+11 1.57796e+13 3.67544e+13 4.00136e+13 5.50496e+13 9.63596e+13 1.78889e+14 1.9836e+14 1.59058e+14 8.6494e+13 8.55081e+13 8.43041e+13 8.3979e+13 8.01057e+13 1.47302e+14 1.05241e+14 2.17184e+14 1.39985e+14 1.26806e+14 1.01956e+14 9.73303e+13 9.40959e+13 9.35886e+13 7.98084e+13 7.98048e+13 2.09469e+14 1.24794e+14 7.83771e+13 7.78429e+13 7.77058e+13
threshold=37.615058950000012 37.712318250000003 66.990000000000023 55.86787755000001 1.5000000000000002 55.777112100000004 55.762622900000004 4.5000000000000009 30.025000000000002 55.769960200000007 55.74310830000001 2.5000000000000004 5.5000000000000009 55.727011600000004 37.642309100000013 55.674875350000008 37.692869000000009 37.642309100000013 55.719391050000006 11.500000000000002 37.620907050000007 16.500000000000004 26.500000000000004 37.692869000000009 5.5000000000000009 8.5000000000000018 52.405000000000008 37.692869000000009 37.620907050000007 58.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 8 -8 -10 13 -7 29 15 28 -6 17 18 19 20 -17 -18 -19 -14 -12 -26 -27 -16 -15 -9
right_child=1 -3 -4 -5 5 11 7 12 9 -11 24 -13 23 14 27 16 21 22 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=78.881500931271262 -233.87052197074783 13.926138864114177 2768.6800136425227 2361.7483769746277 -736.70823286441237 -13023.947605587047 26541.935059262629 -14988.382963393604 322897.47527777776 120797.50166503906 -53779.61472061478 -48024.071730216732 41604.368789809407 206254.49128906251 11369.583438829872 13556.606444155437 22325.545954469777 -41226.899125852651 72705.202037730414 28514.400167896711 -73101.041251191637 157992.39700372869 82171.502249968995 -26446.136840587798 71731.473887402724 -9761.1049168277368 -67661.362278501445 -60155.976035714295 58025.640536164319 -209718.12365056819
leaf_weight=869963 24818 3364080 17079 13842 11274 6144 73 299 45 40 619 775 961 40 1230 211 122 2517 217 366 336 88 63 210 257 1492 496 175 310 22
leaf_count=869963 24818 3364080 17079 13842 11274 6144 73 299 45 40 619 775 961 40 1230 211 122 2517 217 366 336 88 63 210 257 1492 496 175 310 22
internal_value=0 -19.9014 -1372.7 -2427.72 -3673.88 -6681.91 -3373.63 28262.2 134809 227792 -6008.22 -16944.3 16979.1 -3307.73 16920.5 -5644.21 -19758.3 -25358.4 3992.74 -12338.7 -39673.7 79176.4 -38213.7 29400.6 -21989.6 -13224.3 -24207 2460.71 74966.1 -28334.3
internal_weight=0 3.4482e+06 84121 67042 53200 28382 21463 1650 158 85 19813 6919 1492 16949 1755 15194 3920 3710 1130 913 547 210 2580 1171 2864 2245 1988 1405 350 321
internal_count=4318164 3448201 84121 67042 53200 28382 21463 1650 158 85 19813 6919 1492 16949 1755 15194 3920 3710 1130 913 547 210 2580 1171 2864 2245 1988 1405 350 321
is_linear=0
shrinkage=0.1


Tree=3039
num_leaves=31
num_cat=0
split_feature=1 6 4 1 0 0 3 3 1 4 2 1 0 0 1 0 3 0 0 0 5 0 3 3 3 0 3 3 0 1
split_gain=7.31939e+11 5.35997e+12 1.46291e+13 1.44271e+13 1.69839e+13 3.2468e+13 3.1974e+13 3.54245e+13 1.42298e+13 2.96794e+13 2.22514e+13 2.13026e+13 2.60755e+14 3.48468e+14 1.14805e+14 3.22354e+14 1.75493e+14 1.42298e+14 1.93409e+14 1.32768e+14 1.02696e+14 1.00371e+14 8.50925e+13 1.08666e+14 8.32712e+13 1.91607e+14 8.08476e+13 6.86504e+13 5.685e+13 5.30901e+13
threshold=38.781124500000011 1.5000000000000002 6.5000000000000009 38.422276900000007 55.860536450000005 55.87722990000001 15.500000000000002 24.500000000000004 37.998366300000008 3.5000000000000004 12.500000000000002 37.752451500000006 55.993277250000013 56.009576300000013 37.737121850000008 55.68356880000001 26.500000000000004 55.924336300000007 55.806974650000008 55.674875350000008 45.005000000000003 55.812836050000008 5.5000000000000009 18.500000000000004 15.500000000000002 55.664473600000008 23.500000000000004 16.500000000000004 55.834684950000003 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 -6 -8 11 10 -10 14 21 -14 -1 16 19 18 22 24 -21 29 -17 -24 25 -16 -20 -15 -23 -13
right_child=-2 -3 -4 4 5 -7 7 -9 9 -11 -12 12 13 27 15 17 -18 -19 26 20 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-194.67006971122359 -27.100763453603829 208.01300945720016 -81762.824440696029 4810.3544017242375 -3585.1456756591797 10394.931831577847 235188.7373511905 62015.321990740747 -1424.046615466405 -95765.912120535722 -13333.296568656993 12862.253010861683 141459.66012468433 -2306.2564840042537 -37864.023565328782 -150743.20833333334 17975.55843023775 -50337.904235441791 113774.50850929055 -19613.208515625 -270469.07780917553 -35341.156497783049 47661.575121639158 -7682.9617616984542 -55318.131382792817 126738.81117709848 37964.285889371233 54002.078803351702 -7584.0609691833006 1121.5911502656388
leaf_weight=375045 3012745 861451 22 986 24 168 21 27 8870 35 1906 4266 297 619 398 36 458 368 222 25 47 868 453 1636 1808 86 384 333 4922 39638
leaf_count=375045 3012745 861451 22 986 24 168 21 27 8870 35 1906 4266 297 619 398 36 458 368 222 25 47 868 453 1636 1808 86 384 333 4922 39638
internal_value=0 62.5452 -219.713 -215.672 10617.2 34473.7 90657.4 137779 -245.67 -3829.1 -3530.49 -155.975 1764.56 46892.4 -412.789 -14228.8 -38680 8036.94 15902.9 -49656.5 -183366 630.32 1691.58 4318.51 -45456.2 -8616.41 65736.3 17389.8 -11745.2 2262.39
internal_weight=0 1.30542e+06 443968 443946 1226 240 72 48 442720 10811 10776 431909 50943 1249 380966 5921 2822 3099 2731 2364 72 49694 2125 2089 2292 484 606 952 5790 43904
internal_count=4318164 1305419 443968 443946 1226 240 72 48 442720 10811 10776 431909 50943 1249 380966 5921 2822 3099 2731 2364 72 49694 2125 2089 2292 484 606 952 5790 43904
is_linear=0
shrinkage=0.1


Tree=3040
num_leaves=31
num_cat=0
split_feature=3 1 5 1 1 3 5 5 2 1 3 3 5 2 2 5 5 6 5 3 6 1 1 1 3 5 3 5 5 1
split_gain=7.74731e+11 3.45785e+12 4.20615e+12 3.84466e+12 7.04757e+12 4.15937e+13 1.59167e+13 1.31036e+13 1.31157e+13 9.41727e+12 1.10696e+13 1.96586e+13 8.01543e+12 5.32782e+12 1.36786e+13 2.70064e+13 1.76358e+13 1.67379e+13 1.18866e+13 1.6186e+13 3.09051e+13 1.78229e+13 1.33333e+13 1.30067e+13 4.47604e+13 1.10895e+13 9.90077e+12 1.29626e+13 2.05857e+13 2.7548e+13
threshold=28.500000000000004 82.945329900000004 43.405000000000008 60.648383500000008 60.628582700000003 31.500000000000004 95.020000000000024 77.00500000000001 7.5000000000000009 60.611165000000007 31.500000000000004 30.500000000000004 44.905000000000008 10.500000000000002 12.500000000000002 52.405000000000008 49.505000000000003 1.5000000000000002 60.005000000000003 34.500000000000007 1.5000000000000002 37.516458750000005 39.925119750000007 37.66934650000001 32.500000000000007 37.505000000000003 31.500000000000004 82.00500000000001 62.995000000000012 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 9 6 7 -6 -9 13 11 -11 -7 26 15 16 25 -18 22 -20 21 -21 23 -17 -25 -15 27 28 -2 -30
right_child=1 2 -4 -5 5 12 -8 8 -10 10 -12 -13 -14 14 -16 18 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=3.8220340437371974 -4715.9107604582414 -3654.0375450721158 52698.303052662035 -6438.3770505854773 33715.567664956143 40811.455192764952 -16125.588750000003 30793.012187500004 126341.75872204351 -929.04544023786275 -1575.7429340907506 -58289.338787434892 -1924.100935414845 10388.492775663488 -431.52852040526989 -33637.779336578526 14602.788830145475 108749.9152064732 -7565.8780217855665 -54493.282865905763 -123413.73559966216 59506.045638020842 16775.513922275641 -208902.50078125001 -25680.410081024173 -10821.071708323076 3754.1449154640486 -19380.157010972929 -98487.240322265628 21048.996956501898
leaf_weight=4283289 2300 26 27 1060 53 46 25 20 51 119 336 120 956 425 19990 199 58 28 582 32 37 24 39 20 40 587 6701 419 20 535
leaf_count=4283289 2300 26 27 1060 53 46 25 20 51 119 336 120 956 425 19990 199 58 28 582 32 37 24 39 20 40 587 6701 419 20 535
internal_value=0 -469.416 25053.8 -508.262 -322.079 7368.34 56664.9 71340.4 99426.6 -593.511 -13277.8 -29729.2 37.8108 -365.847 -1233.01 -8969.16 1780.6 45255.3 -21099.9 -13756 -52494.1 -5636.43 -37734.7 -45942.8 -86754.4 -1913.89 1551.99 -2955.23 -544.703 16741.4
internal_weight=0 34875 53 34822 33762 1151 149 124 71 32611 575 239 1002 32036 22061 2071 1098 86 973 675 93 56 298 259 60 1012 9975 3274 2855 555
internal_count=4318164 34875 53 34822 33762 1151 149 124 71 32611 575 239 1002 32036 22061 2071 1098 86 973 675 93 56 298 259 60 1012 9975 3274 2855 555
is_linear=0
shrinkage=0.1


Tree=3041
num_leaves=31
num_cat=0
split_feature=4 1 1 3 5 0 4 2 2 3 2 1 1 5 2 5 1 1 1 1 0 1 5 4 3 3 5 3 2 1
split_gain=6.78973e+11 6.82589e+12 9.08405e+12 5.20404e+12 6.58044e+12 5.07655e+12 7.78276e+11 2.38943e+13 1.33052e+13 2.38488e+13 2.65163e+13 2.27979e+13 2.59412e+13 1.64254e+13 1.61966e+13 1.55111e+13 1.67247e+13 1.32023e+13 1.2212e+13 1.08819e+13 8.66572e+12 4.11965e+12 1.42361e+12 8.23843e+11 5.60164e+12 3.00181e+13 2.46876e+13 9.84358e+12 9.24295e+12 1.26096e+13
threshold=8.5000000000000018 39.753614400000011 43.808567100000012 5.5000000000000009 69.610000000000014 55.68356880000001 6.5000000000000009 11.500000000000002 8.5000000000000018 6.5000000000000009 5.5000000000000009 38.781124500000011 37.475443250000005 161.85000000000002 2.5000000000000004 161.85000000000002 46.037218400000008 30.323743050000001 30.346469350000003 52.395917250000004 47.222459950000008 39.969502550000009 177.02500000000003 4.5000000000000009 7.5000000000000009 8.5000000000000018 101.05000000000001 6.5000000000000009 4.5000000000000009 60.611165000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 -5 -4 23 8 9 11 13 12 14 -11 18 20 -17 -16 -8 -18 -13 -12 -19 -1 27 26 -26 -25 -28 -30
right_child=1 2 5 4 -6 -7 7 -9 -10 10 21 15 -14 -15 17 16 19 22 -20 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-2.280058388001402 62822.309230324085 -65583.494364420578 40756.977824218753 -27759.555953125 45548.175195312506 -25936.505519903276 116441.9993125 -110985.13445312501 70182.453455528856 -42152.312729899095 -24018.734247011129 -112865.69761904763 144914.29466796876 -160412.27302989131 -48997.502818834466 54918.96319110578 -76907.555378605772 52487.590000000004 14286.562571022727 19876.852380952383 -24904.076611328128 28131.859012276786 15208.70197172619 -250.18543735036289 144532.71912109375 1537.7876583989168 58130.772251471928 -15175.581867429588 -10647.72102022059 51147.143518518518
leaf_weight=4303792 27 24 25 25 24 21 25 20 26 24 33 21 20 23 37 39 26 20 22 21 24 28 21 6164 20 6928 69 476 85 54
leaf_count=4303792 27 24 25 25 24 21 25 20 26 24 33 21 20 23 37 39 26 20 22 21 24 28 21 6164 20 6928 69 476 85 54
internal_value=0 6819.34 -15710.7 27570.7 8146.27 10310 -0.230576 -4254.36 952.016 -3735.46 -43574.7 11853.8 39171.5 -100024 22252.7 -18383.4 6507.64 -5689.4 68624.6 -33663.5 -65952.8 -80.757 33393.5 0.193104 771.719 2712.74 38414.8 -1320.14 28211.1 13358.9
internal_weight=0 146 70 76 49 46 4.31802e+06 430 410 384 108 276 145 47 125 131 86 78 47 47 45 61 41 4.31759e+06 13796 7156 228 6640 208 139
internal_count=4318164 146 70 76 49 46 4318018 430 410 384 108 276 145 47 125 131 86 78 47 47 45 61 41 4317588 13796 7156 228 6640 208 139
is_linear=0
shrinkage=0.1


Tree=3042
num_leaves=31
num_cat=0
split_feature=5 0 0 4 1 1 1 2 5 1 0 0 2 1 4 1 5 4 2 3 1 3 3 0 1 0 0 4 1 3
split_gain=6.53283e+11 2.68758e+12 3.33078e+12 1.09274e+13 5.93928e+12 1.00896e+13 7.15453e+12 7.89129e+12 7.06751e+12 5.83642e+12 4.1901e+12 3.13291e+12 5.85034e+12 3.21276e+12 1.29725e+13 2.8709e+12 2.78905e+12 1.74695e+13 4.15882e+12 6.1244e+12 7.83135e+12 5.15038e+12 8.32719e+12 7.7242e+12 2.32102e+13 5.82268e+12 5.59862e+12 5.11247e+12 6.24993e+12 3.54001e+12
threshold=18.050000000000004 43.465905150000005 43.592450450000008 1.5000000000000002 39.753614400000011 39.726951800000002 39.739656000000004 2.5000000000000004 16.850000000000005 39.753614400000011 43.514103700000014 43.056445700000005 6.5000000000000009 39.969502550000009 1.5000000000000002 44.083877800000003 16.850000000000005 1.5000000000000002 2.5000000000000004 3.5000000000000004 39.007683500000006 8.5000000000000018 13.500000000000002 55.795550600000006 37.944765900000007 56.338501050000012 45.084117700000007 1.0000000180025095e-35 39.080602550000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 8 7 -7 -3 -5 -6 12 -1 14 -13 -15 -4 18 29 20 -20 26 27 24 -24 -25 -21 28 -23 -18
right_child=-2 2 16 9 10 6 -8 -9 -10 -11 -12 13 -14 15 -16 -17 17 -19 19 21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=10765.569355542642 -3.3637032776517795 17749.63128125 -241.4356742104907 20201.039884868424 5966.070106336806 92069.336239919357 2478.0748152449323 12675.796421595982 -33976.140973772322 79204.195514322928 -38592.917348345589 -19890.171552169424 -43886.360003396745 -53947.920711495542 67048.658908081052 -12506.235209655762 6464.3484359850008 -49543.099766216859 -73906.828311011908 -11523.922542171156 -9978.6677663027967 -35834.33888534546 108133.77899639423 -48103.052469308037 9090.8159402941583 -371.9873706804608 4502.2843682721705 -12453.158355901382 5974.0297141598667 1389.8049772743657
leaf_weight=132 4286109 50 20607 38 36 31 37 21 56 30 51 121 23 35 20 32 2805 66 21 236 219 40 26 28 263 293 2855 850 337 2696
leaf_count=132 4286109 50 20607 38 36 31 37 21 56 30 51 121 23 35 20 32 2805 66 21 236 219 40 26 28 263 293 2855 850 337 2696
internal_value=0 449.764 547.761 10249 1572.3 11265.9 36090.2 60006.6 -9577.19 46231.8 -20154.7 -8105.91 2655.93 -16125.5 -7558.42 -34154.9 439.426 1746.41 2063.7 26.7375 -15572.4 786.435 -3407.09 6141.78 18001.3 -4535.44 3278.67 -8154.29 1538.13 3977.35
internal_weight=0 32055 31692 350 282 195 89 52 106 68 87 363 155 208 141 67 31342 10735 10669 5168 240 4928 1837 610 289 321 3091 1227 377 5501
internal_count=4318164 32055 31692 350 282 195 89 52 106 68 87 363 155 208 141 67 31342 10735 10669 5168 240 4928 1837 610 289 321 3091 1227 377 5501
is_linear=0
shrinkage=0.1


Tree=3043
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 6 4 5 0 5 5 5 5 5 4 0 0 0 3 4 3 0 0 0 2 0 3 0 5 1
split_gain=6.37608e+11 3.14599e+12 8.04647e+12 1.29647e+13 1.05578e+13 1.20928e+13 1.44098e+13 1.3201e+13 1.00092e+13 1.25712e+13 1.86306e+13 1.03868e+13 1.62814e+13 9.15745e+12 1.16899e+13 1.0313e+13 9.46079e+12 1.03712e+13 9.87992e+12 1.67557e+13 8.8835e+12 8.67959e+12 8.67667e+12 1.33745e+13 8.21777e+12 8.15904e+12 1.41329e+13 8.13209e+12 1.53131e+13 1.39785e+13
threshold=91.398302750000013 92.928903050000017 53.719078300000007 9.5000000000000018 46.405000000000008 1.5000000000000002 1.5000000000000002 82.00500000000001 56.197733450000008 77.00500000000001 75.750000000000014 90.015000000000015 99.555000000000021 107.05000000000001 2.5000000000000004 55.975961550000008 55.993277250000013 55.975961550000008 5.5000000000000009 3.5000000000000004 11.500000000000002 56.028355650000009 55.975961550000008 56.028355650000009 4.5000000000000009 56.143542450000005 14.500000000000002 56.054485600000007 55.005000000000003 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 -4 8 -7 -8 9 10 -6 22 21 14 15 -9 17 24 -18 -20 -2 -13 -11 -24 -16 27 -27 -5 -29 -30
right_child=1 -3 3 25 5 6 7 13 -10 11 -12 12 -14 -15 16 -17 18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-7.0856726957814651 -2662.8872859884423 -176.15733042520762 667.06029612397776 666.4708608701909 -1009.3173738222597 27631.832612803017 4369.3198493079935 -54906.239051339289 22537.890129460517 7834.6664672851566 81567.598186383941 39160.60269396552 -33226.662691905884 4830.0870777803311 48094.49072171119 20815.907472682644 -7932.0478047520664 90401.82700892858 58831.267701428354 5826.1859860026052 -64946.874138077445 -31145.305326704547 -61958.349023437506 -13568.69478390195 13708.69301389664 60815.753429555094 4138.1691109894336 3.7984953839359252 -25651.904835610141 -6054.3772842010803
leaf_weight=4176165 5255 85159 9548 23027 1128 316 7759 35 148 48 28 87 86 493 155 37 121 35 99 150 23 22 120 109 126 59 173 5170 443 2040
leaf_count=4176165 5255 85159 9548 23027 1128 316 7759 35 148 48 28 87 86 493 155 37 121 35 99 150 23 22 120 109 126 59 173 5170 443 2040
internal_value=0 208.388 784.524 1165.19 3105.27 5202.19 6642.44 5906.29 -2360.73 -4624.24 990.816 -18376.4 -695.986 15439 22338.9 -15993.5 26362.2 39069.6 15509.3 26900.5 -2934.3 24970.4 -30822.8 -38925.7 32675.9 -130.83 18551.9 -272.108 -3096.18 -9550.84
internal_weight=0 141999 56840 51562 20650 11102 9326 9010 1776 1628 1156 472 195 1251 758 72 686 316 370 249 5278 109 277 229 281 30912 232 30680 7653 2483
internal_count=4318164 141999 56840 51562 20650 11102 9326 9010 1776 1628 1156 472 195 1251 758 72 686 316 370 249 5278 109 277 229 281 30912 232 30680 7653 2483
is_linear=0
shrinkage=0.1


Tree=3044
num_leaves=31
num_cat=0
split_feature=3 5 5 3 5 5 3 1 1 5 2 0 2 2 5 2 0 6 0 1 0 0 2 5 1 0 4 5 2 5
split_gain=6.22124e+11 3.31063e+12 1.09606e+13 1.065e+13 1.77931e+13 9.91683e+12 2.12243e+13 1.53013e+13 1.22844e+13 1.60968e+13 1.46013e+13 9.82245e+12 1.07257e+13 9.49951e+12 9.27658e+12 1.79924e+13 1.38366e+13 1.27624e+13 8.88389e+12 8.13361e+12 7.6463e+12 1.77091e+13 1.2934e+13 7.5283e+12 2.37541e+13 2.10572e+13 1.72557e+13 2.10986e+13 3.2023e+13 1.54718e+13
threshold=28.500000000000004 73.010000000000005 72.010000000000005 29.500000000000004 112.04500000000002 75.015000000000015 31.500000000000004 39.143775600000005 37.559851850000008 74.010000000000005 18.500000000000004 55.86787755000001 5.5000000000000009 15.500000000000002 74.610000000000014 17.500000000000004 55.745923000000012 1.5000000000000002 55.708120100000009 37.542000650000013 55.851332700000007 56.831297550000009 9.5000000000000018 77.00500000000001 37.503486000000002 56.831297550000009 2.5000000000000004 75.750000000000014 15.500000000000002 76.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 20 6 18 8 14 -10 -11 12 -4 -13 16 -16 -8 -18 -5 -20 22 -22 -3 24 -7 26 27 -26 -29 -28
right_child=1 3 11 5 -6 23 7 -9 9 10 -12 13 -14 -15 15 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=3.4249701606796417 -179.30559742188561 -37735.879974489799 62605.490455537685 -9947.3018158783798 -108498.72079613095 -34401.097510937012 -26072.131122349332 41501.274301060272 -27532.144809445908 -28008.084742482504 -128704.76314968533 24409.183350694446 3311.6110000713106 103410.61408797555 -82743.770445667615 1747.2742766816737 74750.371806139825 -12005.1640625 102557.00340401786 25702.919394531251 -61868.30601181402 -706.03033654349201 25632.467651107465 -1435.7456980696131 123529.79056165541 -31700.887678571431 1029.8211825685803 -49690.171551724139 89843.067958470405 47210.506800220639
leaf_weight=4283289 27702 49 34 37 21 99 70 35 157 24 36 45 297 23 44 59 39 30 21 40 82 112 94 5222 37 70 221 29 38 108
leaf_count=4283289 27702 49 34 37 21 99 70 35 157 24 36 45 297 23 44 59 39 30 21 40 82 112 94 5222 37 70 221 29 38 108
internal_value=0 -420.65 57.7157 -2405.08 -19190.9 -1468.46 -13799.6 -22233.1 -27093 -44369.2 -88426.1 16513.8 9402.22 51130.3 -11601.6 -34346 5252.23 37030.6 28711.9 52160.9 -13625.8 -26558.1 3918.84 -215.022 10374.1 19186.7 27413.3 62919.5 29448.1 16189.4
internal_weight=0 34875 28101 6774 358 6416 592 494 459 217 60 399 331 68 242 103 139 69 98 61 337 194 143 5824 602 503 433 104 67 329
internal_count=4318164 34875 28101 6774 358 6416 592 494 459 217 60 399 331 68 242 103 139 69 98 61 337 194 143 5824 602 503 433 104 67 329
is_linear=0
shrinkage=0.1


Tree=3045
num_leaves=31
num_cat=0
split_feature=3 4 5 1 3 0 3 0 3 5 3 1 0 2 6 5 1 1 3 3 1 5 1 3 0 1 0 5 0 0
split_gain=6.29873e+11 5.26671e+12 1.67683e+13 4.25802e+13 7.44368e+13 5.99614e+13 5.677e+13 6.20303e+13 7.18746e+13 3.28754e+13 3.18512e+13 3.09873e+13 2.86178e+13 3.13562e+13 2.59979e+13 4.57141e+13 2.75483e+13 2.51628e+13 6.309e+13 6.56539e+13 1.07863e+14 4.94576e+13 3.70787e+13 6.20705e+13 1.10476e+14 4.27355e+13 3.48536e+13 3.39599e+13 3.35872e+13 4.92039e+13
threshold=9.5000000000000018 1.5000000000000002 61.020000000000003 30.305955500000003 10.500000000000002 59.982527000000012 16.500000000000004 59.939091550000008 12.500000000000002 49.010000000000012 14.500000000000002 30.259484550000003 59.963407450000012 8.5000000000000018 1.5000000000000002 49.995000000000012 30.226173900000003 30.425002000000003 18.500000000000004 20.500000000000004 30.323743050000001 76.00500000000001 39.787929450000007 14.500000000000002 43.592450450000008 39.714575750000009 44.039893800000009 62.995000000000012 59.932719750000011 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 12 6 7 -6 -9 -2 -7 -12 13 -4 15 -11 -17 18 21 20 -20 28 23 24 -19 26 -25 -21 29 -5
right_child=1 -3 3 17 5 10 -8 8 -10 14 11 -13 -14 -15 -16 16 -18 22 19 27 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-42.313266561606113 -21.72721344895114 185.28323027981139 37693.834972744306 -52862.246150045961 19264.564723666881 -75063.49161376954 -39245.282469512196 53336.386185515876 228933.14179357581 -12645.734055885441 60312.472900390625 -38605.131023341055 167569.55161290325 140699.87003205129 -3786.0577001967195 32018.827081473213 526.09559819710341 185836.72359035327 280981.97749999998 -74038.487251420462 35766.581312157643 -2966.0935278073707 755.45123401400781 139538.33072265625 26657.463291179163 -38911.869638206845 6996.1237051975349 2594.6502293523426 -13175.708541751217 -162275.17252072704
leaf_weight=1938624 1101680 1173586 122 255 172 98 82 63 37 2735 52 81 31 39 43173 280 34767 46 20 66 174 396 17371 20 836 210 2478 467 154 49
leaf_count=1938624 1101680 1173586 122 255 172 98 82 63 37 2735 52 81 31 39 43173 280 34767 46 20 66 174 396 17371 20 836 210 2478 467 154 49
internal_value=0 34.4728 -112.29 2543.23 25559.5 7827.56 33689.6 55677.3 118307 -164.651 -31805.1 69.4209 79586.5 62645.6 -2109.64 -194.009 777.7 1749.89 -10415.4 11235.5 61046.5 -28846.6 2667.47 11919.2 34959.3 4414.94 8057.31 -6894.63 -51223.6 -70497.9
internal_weight=0 2.37954e+06 1.20595e+06 23319 777 585 354 272 100 1.18264e+06 231 133 192 161 80955 37782 35047 22542 1581 727 194 854 20961 3590 882 2708 2498 533 458 304
internal_count=4318164 2379540 1205954 23319 777 585 354 272 100 1182635 231 133 192 161 80955 37782 35047 22542 1581 727 194 854 20961 3590 882 2708 2498 533 458 304
is_linear=0
shrinkage=0.1


Tree=3046
num_leaves=31
num_cat=0
split_feature=5 5 5 1 2 0 2 0 1 1 0 1 2 3 1 4 3 1 0 0 3 1 0 0 1 0 0 1 2 2
split_gain=7.15822e+11 1.02569e+13 1.44025e+13 5.7664e+13 1.74321e+13 2.47264e+13 3.40393e+13 3.78067e+13 2.42991e+13 2.23369e+13 3.33905e+13 2.49161e+13 2.4483e+13 1.93821e+13 1.72414e+13 3.23379e+13 8.97243e+13 4.44817e+13 2.91261e+13 3.5279e+13 4.49572e+13 2.87244e+13 5.42132e+13 4.63055e+13 3.75472e+13 3.00781e+13 6.2605e+13 2.63532e+13 3.10583e+13 4.06466e+13
threshold=64.020000000000024 63.455000000000005 63.805000000000007 38.151577750000008 7.5000000000000009 55.657530000000008 10.500000000000002 55.695992150000002 37.582182450000005 37.620907050000007 55.745923000000012 37.533784800000006 19.500000000000004 16.500000000000004 37.620907050000007 2.5000000000000004 20.500000000000004 37.39371280000001 59.853570100000006 55.551692500000009 16.500000000000004 37.362912300000012 55.701368300000006 55.628356700000005 37.597123000000003 55.734663800000007 55.801980100000009 37.533784800000006 6.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 -9 11 -11 -8 -13 -12 15 18 -17 -18 19 -4 21 -21 23 -23 25 -24 -27 -22 -29 -30
right_child=-2 2 14 -5 5 6 9 8 -10 10 13 12 -14 -15 -16 16 17 -19 -20 20 27 22 24 -25 -26 26 -28 28 29 -31
leaf_value=-4.4038066625342536 -76.794471535449759 -10415.591517476663 1269.5817645952395 10362.050102182046 -16511.499065201704 146909.40923032406 -1323.693203644593 42945.858215101711 -7529.4697953806626 27436.208709649727 -119324.74458333333 60959.243010179925 -48840.589404296879 -32770.316449883649 28.369142985707569 -6384.9485674500611 30153.397833251955 196889.99267578125 -2435.8462663893206 26083.541231064217 6018.4042432018323 83731.86246643067 -52763.670454545463 233393.95043103449 -52144.17978001645 184206.12678865134 37633.973394531255 117721.7774289395 -104538.29616815476 48237.538557942709
leaf_weight=3297496 947470 2310 1028 6652 510 27 538 265 149 91 30 132 24 188 55600 2505 32 32 1171 410 1010 72 22 29 38 38 125 47 21 102
leaf_count=3297496 947470 2310 1028 6652 510 27 538 265 149 91 30 132 24 188 55600 2505 32 32 1171 410 1010 72 22 29 38 38 125 47 21 102
internal_value=0 21.5862 1192.41 4542.98 -4534.97 2417.03 9102.32 32257 24779.6 -1078.33 -23442.9 8879.39 44067 -44681.5 605.163 5404.59 -3397.78 113522 10902.6 16211.7 24237 43669.2 65922.6 126704 38393.7 56990.7 71804.2 12149.5 48575.6 22153.9
internal_weight=0 3.37069e+06 73198 10916 4264 1954 1444 441 414 1003 309 694 156 218 62282 6682 2569 64 4113 2942 1914 734 324 101 223 185 163 1180 170 123
internal_count=4318164 3370694 73198 10916 4264 1954 1444 441 414 1003 309 694 156 218 62282 6682 2569 64 4113 2942 1914 734 324 101 223 185 163 1180 170 123
is_linear=0
shrinkage=0.1


Tree=3047
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 0 3 1 2 6 1 2 5 0 3 5 5 0 0 3 0 5 5 2 0 0 0 3 0 4
split_gain=6.47314e+11 4.65253e+12 4.58963e+13 3.51837e+13 6.12792e+13 6.97085e+13 1.16333e+14 8.41145e+13 8.60379e+13 6.7688e+13 9.70652e+13 5.68842e+13 8.33577e+13 5.67977e+13 5.65246e+13 7.70997e+13 1.0751e+14 7.04707e+13 1.39264e+14 5.9509e+13 4.85877e+13 6.05173e+13 5.04865e+13 3.82969e+13 4.82025e+13 3.80315e+13 3.48921e+13 1.37319e+14 1.00707e+14 1.3515e+14
threshold=10.500000000000002 30.315880100000005 30.305955500000003 30.332994000000003 59.755965500000009 59.896318000000008 9.5000000000000018 30.323743050000001 9.5000000000000018 1.5000000000000002 30.323743050000001 6.5000000000000009 71.00500000000001 59.939091550000008 5.5000000000000009 46.010000000000012 44.905000000000008 59.932719750000011 59.950068600000009 8.5000000000000018 59.963407450000012 67.990000000000023 53.385000000000012 8.5000000000000018 60.003414000000006 59.950068600000009 59.950068600000009 5.5000000000000009 59.982527000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 9 8 13 10 11 -7 -13 -8 -12 16 -16 19 -19 -17 -15 22 -22 26 -25 -9 27 -11 29 -28
right_child=-2 3 -4 -5 5 6 7 25 -10 23 14 12 -14 20 15 17 -18 18 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=55.907300867957986 -49.729833582028284 -126807.91072544642 -7534.3227148399374 29.264275101027643 18118.914130509551 -13975.8059389762 143300.98406250001 7442.0519234035328 128387.79425670695 12429.347246209711 14082.7484375 -3994.7013978828504 104144.05160908832 -81043.010518973228 -41416.586251967703 -79563.609853868606 196373.70122767857 -396427.31375000003 -108064.7250606796 85931.093937500002 7348.1644022190831 45198.30831773195 -73701.360000610352 -155781.23818359376 -18005.34944582063 72013.550729986004 74049.561945151523 -37654.458188582146 254.04866280082311 -7941.6002207348129
leaf_weight=83655 1629650 35 8805 2583458 3322 1290 25 115 53 1558 112 206 109 84 201 166 21 20 103 25 188 193 130 32 123 441 494 844 2367 339
leaf_count=83655 1629650 35 8805 2583458 3322 1290 25 115 53 1558 112 206 109 84 201 166 21 20 103 25 188 193 130 32 123 441 494 844 2367 339
internal_value=0 30.1439 -666.913 54.97 5327.25 5695.43 1228.41 29875.4 6096.61 -3166.99 -17861.6 -4672.9 33424.7 -4357.32 -50528 -64028.7 -18922.9 -95918.8 -154953 -57902 -10561.4 1024.56 -25785.3 2583.73 -46449.4 58657.9 3940.41 -5168.79 10778 40682.2
internal_weight=0 2.68851e+06 92460 2.59605e+06 12596 12561 9239 1229 673 8010 2253 1605 315 620 648 536 222 314 123 191 595 511 318 5757 155 556 5602 2402 3200 833
internal_count=4318164 2688514 92460 2596054 12596 12561 9239 1229 673 8010 2253 1605 315 620 648 536 222 314 123 191 595 511 318 5757 155 556 5602 2402 3200 833
is_linear=0
shrinkage=0.1


Tree=3048
num_leaves=31
num_cat=0
split_feature=1 0 1 6 0 0 5 3 5 0 2 3 3 5 3 0 0 5 5 3 1 3 1 3 3 0 3 6 5 0
split_gain=6.29699e+11 3.2251e+12 8.19347e+12 9.23318e+12 1.3091e+13 1.00494e+13 8.1571e+12 7.27669e+12 8.41387e+12 1.91571e+13 1.24148e+13 7.27534e+12 7.2618e+12 9.18485e+12 7.33343e+12 6.9013e+12 1.66982e+13 7.38068e+12 7.12655e+12 6.20127e+12 6.05885e+12 5.90749e+12 5.74363e+12 5.64771e+12 7.11645e+12 7.02181e+12 7.03382e+12 1.65282e+13 5.55805e+12 7.09317e+12
threshold=83.000022850000008 56.110481950000008 92.896330950000007 1.5000000000000002 56.24640500000001 56.501468900000013 102.01000000000001 13.500000000000002 69.610000000000014 56.367862600000002 3.5000000000000004 9.5000000000000018 14.500000000000002 100.05000000000001 8.5000000000000018 56.197733450000008 56.281985950000006 125.85000000000001 54.035000000000004 3.5000000000000004 91.910414550000013 9.5000000000000018 91.398302750000013 9.5000000000000018 4.5000000000000009 56.121679000000007 17.500000000000004 1.5000000000000002 74.610000000000014 56.663136550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 19 7 -7 8 -6 10 -10 -11 13 14 -3 17 18 23 -17 -5 21 -16 -21 24 -4 -25 27 -27 29 -18
right_child=1 2 15 4 5 6 -8 -9 9 11 -12 -13 -14 -15 20 16 28 -19 -20 22 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=14.364065321197842 -158.20896507753775 12326.867678163111 -13689.043083378594 3911.3472264828888 8583.9502666108801 699.83161792889405 -56716.335156250003 -10909.185530201983 34336.571438148378 40270.198158795654 -27175.858216879402 93031.581898622258 3497.2213199180583 -7455.8420283203131 49009.914367675781 -5384.1687582692794 4521.487739566981 -55090.476646839496 -17722.537911149248 -9031.6236598060259 58524.08833655974 -4687.5688195800785 -33746.600938395182 -2416.0799105672977 6304.606772858514 89271.262326388896 143.84190447957891 8567.7814078397532 -5232.2605035727502 -839.4713905013341
leaf_weight=3782924 508140 123 187 184 1831 2415 25 164 61 89 71 37 307 75 42 1488 3822 22 683 252 113 40 150 2355 3709 36 152 86 1614 6967
leaf_count=3782924 508140 123 187 184 1831 2415 25 164 61 89 71 37 307 75 42 1488 3822 22 683 252 113 40 150 2355 3709 36 152 86 1614 6967
internal_value=0 -101.521 961.407 4229.48 2798.5 4558.18 111.551 9373.89 10966.2 27873.1 1250.34 55763.6 15021.1 24023.3 31447.6 36.27 -1175.28 2733.24 -9265.84 -11294 43508.4 22816 -18253.6 2928.2 5344.95 -653.256 14498 32381.9 240.882 1059.65
internal_weight=0 535240 27100 5979 5279 4693 2440 2253 2089 258 132 126 700 393 318 21121 14574 6547 2171 586 195 82 402 6525 3896 2629 274 122 12403 10789
internal_count=4318164 535240 27100 5979 5279 4693 2440 2253 2089 258 132 126 700 393 318 21121 14574 6547 2171 586 195 82 402 6525 3896 2629 274 122 12403 10789
is_linear=0
shrinkage=0.1


Tree=3049
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 3 1 0 5 5 3 0 0 5 5 2 4 5 3 4 5 5 5 2 5 0 1 5 5 3
split_gain=6.46007e+11 4.15023e+12 8.95603e+12 8.31985e+12 8.73106e+12 7.50258e+12 6.21531e+12 8.33503e+12 6.65319e+12 8.1515e+12 4.98266e+12 6.35902e+12 6.75787e+12 5.40043e+12 4.81405e+12 6.55092e+12 6.53419e+12 4.84904e+12 5.95217e+12 4.38251e+12 5.81965e+12 7.68915e+12 4.19724e+12 4.18208e+12 1.34134e+13 1.30635e+13 1.36289e+13 1.95592e+13 1.16186e+13 9.32845e+12
threshold=60.693675950000006 33.101335500000005 118.33500000000002 107.05000000000001 95.020000000000024 5.5000000000000009 30.102666750000001 63.563300600000012 81.00500000000001 85.91500000000002 2.5000000000000004 61.785186750000001 61.674413550000004 50.005000000000003 61.020000000000003 1.5000000000000002 2.5000000000000004 46.810000000000009 6.5000000000000009 1.5000000000000002 33.585000000000008 28.810000000000006 54.990000000000002 6.5000000000000009 177.02500000000003 61.674413550000004 65.659480050000013 43.405000000000008 82.00500000000001 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 10 -2 -10 -8 12 13 -12 16 -16 17 19 -19 20 21 -9 -14 -3 25 26 27 -25 29 -29
right_child=1 23 -4 -5 5 -7 7 14 9 -11 11 -13 22 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.5751883077669628 3436.8254352585736 146.06799471984925 -52525.98011067709 53962.402110877403 -76019.087343749998 864.76787525523798 -322.59365490522543 25970.807892252604 -76681.456700067938 -4747.9440468749999 -10643.01805541612 -35390.364118726327 -8131.8354965016815 -32479.536783482141 -17494.231210937502 29235.203703206382 -28012.841873941077 22836.428083019724 -16883.406919642857 -23644.112171173096 19815.945837402345 -35864.203899846318 18644.366797137518 2092.5340753682458 84238.098554687516 109.76010228813503 2086.979133287437 49125.375357484627 -2493.3351867675783 21526.292702221377
leaf_weight=4258578 1653 46096 36 26 30 22 305 30 23 50 321 132 158 175 40 120 83 164 49 96 96 61 93 480 20 7226 1415 249 96 241
leaf_count=4258578 1653 46096 36 26 30 22 305 30 23 50 321 132 158 175 40 120 83 164 49 96 96 61 93 480 20 7226 1415 249 96 241
internal_value=0 326.986 -2887.44 -2407.97 -2803.98 -43491.3 -2224.16 -6134.15 2132.1 -27411.9 -11335.4 -15156.7 -11581.3 -18347.4 2199.16 17552.8 -2043.65 2302 13699 -6275.96 2640.31 -15479 1789.23 543.669 2427.89 2259.33 8520.03 17059.2 29318.6 35551.1
internal_weight=0 59586 3763 3727 3701 52 3649 1923 1726 73 1184 879 747 496 739 160 579 496 213 283 187 91 251 55823 9727 9707 2481 1066 586 490
internal_count=4318164 59586 3763 3727 3701 52 3649 1923 1726 73 1184 879 747 496 739 160 579 496 213 283 187 91 251 55823 9727 9707 2481 1066 586 490
is_linear=0
shrinkage=0.1


Tree=3050
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 3 1 5 3 4 0 1 5 0 3 5 1 5 5 5 0 2 5 5 1 4 0 3 1
split_gain=6.37919e+11 7.94545e+12 3.07166e+13 2.34133e+13 1.51613e+13 1.70466e+13 3.20565e+13 2.05219e+13 1.58463e+13 1.55598e+13 1.40616e+13 1.34148e+13 2.68291e+13 1.57248e+13 2.47639e+13 1.54632e+13 1.22227e+13 1.28955e+13 1.18663e+13 1.82327e+13 1.13944e+13 1.11278e+13 1.10614e+13 1.4631e+13 1.16167e+13 1.09194e+13 1.35129e+13 1.31562e+13 1.12618e+13 1.09168e+13
threshold=61.880021000000006 61.396377350000009 56.863241500000008 57.265292900000006 55.110554300000004 1.5000000000000002 11.500000000000002 61.42204370000001 86.810000000000016 10.500000000000002 1.5000000000000002 55.173809400000003 61.42204370000001 81.00500000000001 55.120365700000008 3.5000000000000004 85.91500000000002 61.42204370000001 150.04500000000004 137.05000000000004 93.00500000000001 55.141517900000004 16.500000000000004 103.45000000000002 73.995000000000019 61.463701450000009 3.5000000000000004 55.160271200000004 9.5000000000000018 61.463701450000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 16 8 6 7 21 -3 10 -7 12 15 -14 -15 -12 17 -4 19 -17 -13 -6 -8 24 -24 28 27 -27 -16 -9
right_child=-2 2 3 -5 5 9 22 29 -10 -11 11 20 13 14 25 18 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.9446004581724523 61.826704738349008 -4921.9686523620867 -54697.982672384511 255.39538791807843 20557.306433256177 -1384.2628874782656 6659.4894054352299 11229.219493822069 -43276.133750000008 -8897.5727970891585 -28020.265766289896 97.866341508830004 3107.5802552465066 24865.109521484377 -23517.682695594202 13106.890032470204 -97028.620107421884 -16122.698153610894 -37966.31656684028 98807.586593750006 -23882.37369860481 -17128.09817219965 -17451.957086813039 52454.978509775799 -87263.541979166679 -77063.855693655307 5897.8874709109041 -15702.2910192419 16436.00665271117 -8032.5173163903664
leaf_weight=3066664 1203659 5201 92 983 81 12202 2016 504 110 1569 94 6904 8811 139 234 3537 20 1493 45 25 204 2399 116 24 30 99 47 54 101 707
leaf_count=3066664 1203659 5201 92 983 81 12202 2016 504 110 1569 94 6904 8811 139 234 3537 20 1493 45 25 204 2399 116 24 30 99 47 54 101 707
internal_value=0 -23.8941 -1302.68 -11898.3 -696.718 -29.2687 -5002.98 -10686.7 -5716.35 828.811 1298.43 2911.43 4799.09 1981.44 -12740.2 12020.2 -19342 -18361.8 13063.7 13708.4 -590.368 -15897.2 4593.83 -19902.4 -31796.8 -22510.6 -41000.2 -55406.8 -11471.9 -16.0719
internal_weight=0 3.1145e+06 47841 2588 45253 39942 5877 3691 5311 34065 32496 20294 13186 9485 674 3701 1605 1585 3607 3562 7108 2480 2186 170 146 535 200 153 335 1211
internal_count=4318164 3114505 47841 2588 45253 39942 5877 3691 5311 34065 32496 20294 13186 9485 674 3701 1605 1585 3607 3562 7108 2480 2186 170 146 535 200 153 335 1211
is_linear=0
shrinkage=0.1


Tree=3051
num_leaves=31
num_cat=0
split_feature=3 0 4 1 4 4 0 5 3 5 1 5 5 1 1 0 0 1 1 4 5 1 1 2 4 5 1 1 0 0
split_gain=6.47251e+11 3.11476e+12 5.13507e+12 6.85538e+12 4.68174e+12 6.4243e+12 4.4107e+12 1.21481e+13 1.17412e+13 7.45126e+12 6.15495e+12 5.91836e+12 5.27668e+12 7.40878e+12 1.01723e+13 7.02066e+12 6.18345e+12 5.17173e+12 6.27276e+12 4.91832e+12 4.57435e+12 1.59989e+13 6.31585e+12 5.20085e+12 4.3609e+12 5.97844e+12 1.16526e+13 8.14213e+12 8.04745e+12 1.90195e+13
threshold=2.5000000000000004 47.249522000000006 5.5000000000000009 40.247294600000011 5.5000000000000009 6.5000000000000009 47.208883950000008 91.050000000000011 1.5000000000000002 32.910000000000004 39.714575750000009 80.815000000000012 47.005000000000003 37.767735350000002 38.633372000000001 44.732363600000006 45.254062050000009 39.666208800000007 39.694727950000008 3.5000000000000004 40.905000000000008 37.737121850000008 37.737121850000008 1.5000000000000002 2.5000000000000004 54.710000000000008 30.305955500000003 20.507360500000004 54.725565150000001 56.663136550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 24 -4 6 -6 12 8 9 -8 19 17 13 15 -15 20 -17 -10 -19 -9 22 -22 -1 -24 25 27 28 -3 -27 -30
right_child=-2 2 3 -5 5 -7 7 10 11 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-9467.8157608693054 -6.3481494964813736 -47790.77869419643 -63666.418345905178 3462.0441711425783 60730.991190732762 -9212.3111653645828 -6690.7213800339468 52376.564218750005 4035.7573672848921 12006.192186992335 78122.728507486972 -63359.021384277352 -1763.2170478006317 -6167.825684645607 1576.0188578227264 1912.9958632919815 23196.793737502328 -23720.058165583378 -8022.1913931665058 -14155.272953125001 123263.65292724609 6159.7671386718757 10813.327765624999 76704.004874320657 1740.5580303946963 -32918.864583333336 -4123.8253059607532 456.59342998704335 95698.512488511042 11758.930659589696
leaf_weight=46 4205107 35 29 32 29 24 357 20 277 529 24 20 12655 1999 11203 728 168 305 1539 25 20 28 25 23 23093 24 4848 54787 34 131
leaf_count=46 4205107 35 29 32 29 24 357 20 277 529 24 20 12655 1999 11203 728 168 305 1539 25 20 28 25 23 23093 24 4848 54787 34 131
internal_value=0 236.117 551.886 -28451.5 -636.368 29058.6 -688.845 -4263.17 -5208.91 4472.56 37226 -9215.34 -277.389 1043.06 403.473 9177.72 5903.71 -8704.79 -10618.6 15414.4 29836.3 54953.1 17010.7 42385.9 573.214 122.864 -3174.15 425.791 21185.8 29055.6
internal_weight=0 113057 83013 61 30044 53 29991 3096 3027 886 69 2141 26895 14240 13202 1038 896 2121 1844 45 142 48 94 48 82952 59859 5037 54822 189 165
internal_count=4318164 113057 83013 61 30044 53 29991 3096 3027 886 69 2141 26895 14240 13202 1038 896 2121 1844 45 142 48 94 48 82952 59859 5037 54822 189 165
is_linear=0
shrinkage=0.1


Tree=3052
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 1 5 5 5 3 1 0 3 5 3 0 3 5 0 0 5 0 1 3 3 5 1 3 0 3
split_gain=6.26837e+11 5.11551e+12 7.75896e+12 1.12715e+13 1.11427e+13 1.19234e+13 7.88444e+12 7.70146e+12 5.95451e+12 5.7672e+12 4.80885e+12 2.08931e+13 4.17602e+13 3.26407e+13 4.18916e+13 7.45133e+13 5.85657e+13 4.0961e+13 3.07615e+13 4.94441e+13 8.09102e+13 3.8623e+13 6.83584e+13 5.62034e+13 5.05323e+13 4.85127e+13 7.09988e+13 4.79977e+13 4.7443e+13 4.32728e+13
threshold=38.781124500000011 63.563300600000012 33.101335500000005 87.395000000000024 8.5000000000000018 34.359746700000009 60.310000000000009 48.035000000000004 77.715000000000018 2.5000000000000004 38.959914000000005 45.022371150000005 21.500000000000004 116.06000000000002 16.500000000000004 45.013473000000012 11.500000000000002 161.85000000000002 45.047272400000004 45.059881250000011 71.715000000000018 45.084117700000007 38.950530550000003 21.500000000000004 12.500000000000002 63.855000000000011 38.950530550000003 2.5000000000000004 55.795550600000006 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 7 -6 -4 -3 -7 11 12 13 -2 15 -15 -17 -16 -13 20 -20 25 23 24 -23 -21 27 -27 -24 -28
right_child=10 2 4 -5 6 9 -8 -9 -10 -11 -12 18 -14 14 17 16 -18 -19 19 21 -22 22 28 -25 -26 26 29 -29 -30 -31
leaf_value=64.986798624556442 -5872.6647194269281 1436.0389247146413 -14750.923487589369 71018.555027173919 2662.6032572625913 24196.976876788074 62506.975641741068 -40230.023688062334 -53892.410312500004 -8185.7779353907863 -3.5205632674297682 3617.2672640257088 -44110.279552023756 -69132.219381009621 -85477.573904344521 260387.17175611411 70857.497544642858 76925.895734375008 -4860.8412258903982 202.72015387529439 -35480.292249833685 -101.76303573093901 -22302.443904420837 47365.435752159981 -14726.942861936108 116771.92318474264 23254.315620313741 -2841.4111413770329 7756.2821498286203 -54164.468162907782
leaf_weight=1303739 5697 709 271 23 103 71 28 211 20 244 2927498 15806 280 26 41 23 56 25 6299 15842 1000 28501 2584 239 2576 34 2964 2521 659 74
leaf_count=1303739 5697 709 271 23 103 71 28 211 20 244 2927498 15806 280 26 41 23 56 25 6299 15842 1000 28501 2584 239 2576 34 2964 2521 659 74
internal_value=0 57.8807 -5456.67 2092.73 -11574.3 -16016.8 15453.8 -25904.6 -81.8884 -886.808 -25.0797 -765.448 -6380.84 -4580.52 38468.2 77709.4 126037 -23961.1 -328.99 -1314.48 -9055.86 -305.364 -2373.76 -942.541 -1314.06 3029.45 11036.1 -1249.69 -16194.3 21368.5
internal_weight=0 1.30542e+06 1680 752 928 797 131 482 729 315 3.01274e+06 85247 6148 5868 171 105 79 66 79099 63293 7299 55994 34559 31316 31077 21435 5593 2555 3243 3038
internal_count=4318164 1305419 1680 752 928 797 131 482 729 315 3012745 85247 6148 5868 171 105 79 66 79099 63293 7299 55994 34559 31316 31077 21435 5593 2555 3243 3038
is_linear=0
shrinkage=0.1


Tree=3053
num_leaves=31
num_cat=0
split_feature=5 1 0 6 0 1 5 3 2 3 5 3 2 0 0 1 5 5 3 0 1 5 4 3 2 1 5 5 0 1
split_gain=6.64842e+11 3.84046e+12 1.08641e+13 1.78193e+13 4.19825e+13 4.04041e+13 1.17687e+13 1.60751e+13 1.11394e+13 2.13844e+13 1.83593e+13 1.71987e+13 3.12137e+13 2.21393e+13 3.84157e+13 2.59353e+13 2.34136e+13 4.23586e+13 2.18222e+13 1.58048e+13 2.23763e+13 2.02941e+13 2.1792e+13 1.77911e+13 1.6139e+13 1.49446e+13 1.60006e+13 1.41905e+13 2.38941e+13 1.98147e+13
threshold=100.05000000000001 82.940215400000014 54.970187400000007 1.5000000000000002 54.959412650000012 82.962740850000003 123.15000000000002 16.500000000000004 3.5000000000000004 6.5000000000000009 101.05000000000001 7.5000000000000009 5.5000000000000009 52.056565900000003 53.310923100000004 83.761389800000003 132.05000000000004 120.05000000000001 15.500000000000002 54.762542150000009 82.991167100000027 137.05000000000004 3.5000000000000004 13.500000000000002 15.500000000000002 82.991167100000027 132.05000000000004 118.33500000000002 53.355366400000001 83.663637000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 7 -6 9 -5 -10 25 -13 -14 15 -15 17 18 -17 23 -21 22 -22 -16 -25 26 -12 28 -11 -29
right_child=1 2 -4 4 5 -7 -8 -9 10 27 11 12 13 14 19 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=6.6001560889588964 -38.685029003067704 -11209.909315173594 -4480.9169770204808 4625.3711477555216 102330.46850428428 166498.88028017242 -26554.909574068515 -8008.5478940217399 -37601.851048433113 -29586.089151664404 -14588.145117187501 40631.130001395097 -18611.234619869403 141326.17207031252 -22254.453395080567 97489.302446546062 112450.97190020162 -115778.13078125002 -31560.325800781251 2856.6345195819808 59481.15102914664 104757.11601774796 -26718.906225066487 29700.281366680196 -60104.869565217399 -9411.4961709391937 91025.600561523446 -67823.315168762216 21516.325734031594 -14714.908563627178
leaf_weight=4199349 106356 919 7050 1239 31 29 26 23 89 184 26 350 268 32 288 38 31 20 20 308 78 46 47 154 23 617 32 108 182 201
leaf_count=4199349 106356 919 7050 1239 31 29 26 23 89 184 26 350 268 32 288 38 31 20 20 308 78 46 47 154 23 617 32 108 182 201
internal_value=0 -233.273 -1894.37 1476.89 4073.58 65377 28720.3 55334.2 2548.35 -3176.41 6989.85 8658.76 14012.9 7127.12 13484.6 62171.9 38934 9715.7 52989.4 6212.46 18961.2 47968.2 27069.9 -6920.11 18030.7 -4849.43 43681.5 -17497 -4174.51 -33277.1
internal_weight=0 118815 12459 5409 4490 109 80 54 4381 1914 2467 2378 1703 1353 1085 141 109 78 58 944 479 171 125 465 177 675 58 675 366 309
internal_count=4318164 118815 12459 5409 4490 109 80 54 4381 1914 2467 2378 1703 1353 1085 141 109 78 58 944 479 171 125 465 177 675 58 675 366 309
is_linear=0
shrinkage=0.1


Tree=3054
num_leaves=31
num_cat=0
split_feature=1 5 2 0 5 3 1 0 0 5 2 5 1 3 3 6 5 5 2 5 2 5 5 2 2 5 0 0 6 5
split_gain=6.45758e+11 2.73129e+12 5.70916e+12 4.52158e+12 4.57064e+12 4.40662e+12 6.78627e+12 1.56958e+13 7.53124e+12 6.54655e+12 9.86244e+12 7.28537e+12 6.34527e+12 1.13718e+13 2.2563e+13 2.57166e+13 2.9605e+13 1.84374e+13 1.3903e+13 1.46587e+13 2.91554e+13 1.54993e+13 1.26692e+13 1.17225e+13 1.13269e+13 1.08143e+13 1.10288e+13 9.66729e+12 8.97203e+12 8.60678e+12
threshold=113.46563545000002 38.210000000000008 13.500000000000002 52.056565900000003 32.910000000000004 9.5000000000000018 114.17164950000002 51.83362145000001 61.785186750000001 58.605000000000011 1.5000000000000002 57.995000000000012 114.17164950000002 15.500000000000002 13.500000000000002 1.5000000000000002 74.610000000000014 75.750000000000014 7.5000000000000009 73.405000000000015 11.500000000000002 84.030000000000015 65.905000000000015 9.5000000000000018 8.5000000000000018 68.00500000000001 52.056565900000003 52.056565900000003 1.5000000000000002 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -3 9 10 -9 -12 13 14 27 -16 22 -18 -15 25 21 -21 24 -23 -17 26 28 -7 -20 -19
right_child=1 5 -4 -5 -6 12 -8 8 -10 -11 11 -13 -14 18 15 16 17 29 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.1529047905112 -985.25852262748651 -32453.080473673846 36619.414067508013 1333.0023171641594 -8845.1432972494295 -927.54774663947614 -239.83511936478004 -6456.2363902890202 -5409.7032726408306 8391.0745471995415 5863.8758026789592 -15142.346806697074 2518.7120341710774 -11352.042519849696 20651.098542668271 -55803.715537901189 -154884.09375 -24082.677479208669 -717.91718994140638 145452.20040457588 2255.444288170856 103290.58781622024 53389.766796875003 -1163.0586647727273 11363.452415707237 -41872.378902004079 -11543.232751551419 -21757.082790617769 42737.152228565712 -97461.809422348495
leaf_weight=4289649 1705 119 39 2539 1307 1275 9226 957 760 3344 3617 173 1999 345 65 74 32 31 80 28 92 21 20 22 38 46 141 270 117 33
leaf_count=4289649 1705 119 39 2539 1307 1275 9226 957 760 3344 3617 173 1999 345 65 74 32 31 80 28 92 21 20 22 38 46 141 270 117 33
internal_value=0 474.307 -1507.66 -1775.53 -4395.91 957.587 1664.38 3622.95 4107.98 5002 2614.58 4905.02 -1761.99 -4896.47 -9392.64 -34835 -50653.3 -92907.2 4368.06 14282.9 39409.1 87551.8 -19923.2 49849.2 -33014.9 3617.42 9808.34 -4567.66 25090.4 -61918.8
internal_weight=0 28515 5590 5551 3012 22925 18196 8970 8851 8091 4747 3790 4729 2730 1838 293 228 96 892 547 163 71 132 43 112 384 338 1545 197 64
internal_count=4318164 28515 5590 5551 3012 22925 18196 8970 8851 8091 4747 3790 4729 2730 1838 293 228 96 892 547 163 71 132 43 112 384 338 1545 197 64
is_linear=0
shrinkage=0.1


Tree=3055
num_leaves=31
num_cat=0
split_feature=5 0 0 5 5 0 3 1 5 1 3 3 3 1 1 1 5 1 5 5 3 1 2 1 2 3 4 5 2 3
split_gain=6.31566e+11 5.6601e+12 1.66393e+13 5.29273e+13 5.37478e+13 4.46727e+13 5.97836e+13 8.07897e+13 8.20908e+13 7.19121e+13 5.87746e+13 4.64376e+13 3.34304e+13 3.48542e+13 3.26908e+13 3.20067e+13 5.89395e+13 3.29033e+13 3.17246e+13 4.72019e+13 3.15709e+13 8.6426e+13 3.09538e+13 4.2086e+13 2.91243e+13 2.80825e+13 2.80309e+13 6.54869e+13 1.07264e+14 8.42897e+13
threshold=42.005000000000003 60.017447350000005 59.939091550000008 75.750000000000014 71.715000000000018 60.003414000000006 13.500000000000002 30.305955500000003 95.020000000000024 30.315880100000005 10.500000000000002 16.500000000000004 16.500000000000004 30.278357500000002 30.468306550000005 30.207352000000004 84.030000000000015 30.259484550000003 83.010000000000005 84.030000000000015 7.5000000000000009 30.332994000000003 7.5000000000000009 30.259484550000003 12.500000000000002 4.5000000000000009 2.5000000000000004 57.995000000000012 4.5000000000000009 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 26 -5 10 12 9 -9 15 -11 13 -8 24 16 -7 -17 22 -20 21 -19 -14 -24 -6 -23 27 -4 -29 -30
right_child=1 -3 3 5 14 6 7 8 -10 11 -12 -13 18 -15 -16 17 -18 20 19 -21 -22 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=49.825279413637666 -16.262500546955973 755.75527680221967 -4306.7394140438719 1100.8681209582221 -21801.901188864136 124224.79400295681 -29433.73329956055 303585.77395833336 18826.757954701206 204282.84692234849 -44027.078911173849 65182.234874655987 13554.736314006026 89690.767410714296 14444.342232935236 -61363.342491607676 15865.742445676242 -93646.632232862918 -136120.7003125 21375.65227100606 25241.654004755437 145288.54334077382 126259.86358552631 -2015.9407017299109 10735.565180133759 12991.96717080509 -8511.489390756351 -7450.7051694722431 24512.71334008186 2891.9998144221936
leaf_weight=1600872 2564858 88824 24655 14931 2806 63 200 21 114 33 238 88 83 28 331 80 247 93 20 392 345 21 95 35 305 68 6472 4485 3158 4203
leaf_count=1600872 2564858 88824 24655 14931 2806 63 200 21 114 33 238 88 83 28 331 80 247 93 20 392 345 21 95 35 305 68 6472 4485 3158 4203
internal_value=0 -29.3542 -55.8854 -1653.55 -3409.24 3085.65 16175.3 32758.8 82027 132765 252.152 103119 17972.6 -14804.4 -15433.1 11744.5 37887.1 -1606.79 29929.6 13730.2 7464.42 -26234.2 61263.7 91724.1 -18612 44208 -2446.17 -1370.73 4739.98 12167.7
internal_weight=0 2.71729e+06 2.62847e+06 63610 46415 17195 2264 1109 256 142 1155 121 853 228 3442 917 310 607 625 412 527 182 213 130 3111 89 42973 36501 11846 7361
internal_count=4318164 2717292 2628468 63610 46415 17195 2264 1109 256 142 1155 121 853 228 3442 917 310 607 625 412 527 182 213 130 3111 89 42973 36501 11846 7361
is_linear=0
shrinkage=0.1


Tree=3056
num_leaves=31
num_cat=0
split_feature=2 1 1 5 5 5 0 0 0 5 4 0 5 5 3 4 3 5 1 3 0 1 0 5 5 0 0 0 5 3
split_gain=6.75703e+11 9.77151e+12 1.82064e+13 5.913e+13 3.87843e+13 3.44786e+13 3.20578e+13 2.8629e+13 6.11718e+13 6.20158e+13 4.96373e+13 3.0245e+13 2.98202e+13 6.64441e+13 4.87464e+13 4.78384e+13 4.65607e+13 5.67808e+13 7.71115e+13 6.74918e+13 4.77545e+13 4.61741e+13 9.80614e+13 3.33189e+13 3.20805e+13 1.08417e+14 3.03398e+13 3.00882e+13 2.92739e+13 2.86595e+13
threshold=4.5000000000000009 37.328003200000005 37.457850350000008 48.035000000000004 86.02500000000002 101.05000000000001 56.338501050000012 55.664473600000008 55.719391050000006 78.710000000000022 2.5000000000000004 55.899899800000007 62.015000000000008 76.00500000000001 4.5000000000000009 2.5000000000000004 9.5000000000000018 81.00500000000001 37.362912300000012 5.5000000000000009 55.851332700000007 37.362912300000012 55.834684950000003 84.030000000000015 82.00500000000001 55.842510000000011 55.834684950000003 55.812836050000008 78.010000000000005 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 -6 -3 29 9 -9 -11 12 21 -14 -15 24 17 18 -17 -20 26 22 -10 -19 25 -16 27 -18 -22 -5
right_child=-2 2 -4 4 5 -7 -8 8 11 10 -12 -13 13 14 15 16 20 23 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=620.14449744547062 -37.230354627426721 1980.3264994996091 4.8112933468105927 -1640.659295481059 15283.424622758825 -10996.776091816306 -33372.849470027046 -30704.136748597914 -10164.906193033856 -220461.76230468752 -60331.442841198987 5541.8551179923861 -34283.252680648569 -104977.93368876689 138681.40120045733 -172448.49609375 27685.213774365719 197589.94994014618 166498.97764033568 -69456.702516867896 15595.893635602681 -11484.801207311313 110920.35322265625 38736.180095108699 180207.91468098958 -140729.79107142857 100817.14673554392 -64236.481605113637 -90133.752531550475 -15421.250553691216
leaf_weight=255537 2289827 19019 1736839 6606 1390 779 260 638 198 32 49 1004 1418 37 41 20 101 31 27 22 35 1937 101 23 24 21 33 55 104 1956
leaf_count=255537 2289827 19019 1736839 6606 1390 779 260 638 198 32 49 1004 1418 37 41 20 101 31 27 22 35 1937 101 23 24 21 33 55 104 1956
internal_value=0 42.03 -41.3012 -2268.44 -6627.63 5844.85 1503.55 -8491.67 -13819.1 -41168.6 -123593 -10060.6 -13765.7 -22663.4 6042.17 13691.6 658.066 53127.4 -6978.91 60559.7 -19018 -5838.89 30736.8 129930 82041.9 44042.1 13704.6 -4723.08 -63511.2 -4788.85
internal_weight=0 2.02834e+06 1.7728e+06 35961 16682 2169 19279 14513 5951 719 81 5232 4228 1992 574 537 451 123 69 49 328 2236 299 54 86 62 189 156 139 8562
internal_count=4318164 2028337 1772800 35961 16682 2169 19279 14513 5951 719 81 5232 4228 1992 574 537 451 123 69 49 328 2236 299 54 86 62 189 156 139 8562
is_linear=0
shrinkage=0.1


Tree=3057
num_leaves=31
num_cat=0
split_feature=5 3 0 5 0 2 3 4 5 5 6 3 5 5 1 1 5 5 1 5 3 5 0 2 0 5 3 1 3 2
split_gain=6.8024e+11 5.8141e+12 5.01687e+12 1.11774e+13 1.52482e+13 3.10064e+13 4.37975e+13 4.35968e+13 3.73224e+13 6.16803e+13 5.50518e+13 2.84745e+13 4.00461e+13 3.0873e+13 2.64978e+13 6.32023e+13 3.60504e+13 3.57621e+13 2.44277e+13 5.75546e+13 4.89285e+13 3.2599e+13 2.34957e+13 2.05184e+13 1.97156e+13 1.89011e+13 5.07642e+13 2.17895e+13 1.84957e+13 2.59868e+13
threshold=89.00500000000001 38.500000000000007 59.932719750000011 128.92000000000004 59.990816400000007 9.5000000000000018 20.500000000000004 2.5000000000000004 116.06000000000002 110.05000000000001 1.5000000000000002 14.500000000000002 94.040000000000006 93.00500000000001 30.315880100000005 30.278357500000002 95.020000000000024 100.05000000000001 30.323743050000001 97.050000000000011 15.500000000000002 102.01000000000001 59.939091550000008 14.500000000000002 59.950068600000009 101.05000000000001 14.500000000000002 30.259484550000003 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 28 7 11 9 10 22 12 -7 -13 15 16 -9 -17 19 20 -16 -21 -8 25 -20 26 -18 -27 29 -4
right_child=1 -3 3 -5 -6 6 8 14 -10 -11 -12 13 -14 -15 18 17 23 -19 24 21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=9.2110589230442965 -319.80730462146124 48051.126789062502 18342.626258512693 -4860.9642097553788 -452.37142595057981 99409.549029356058 62348.978520569624 -52096.5078125 111252.72875000001 -159320.55834960938 -88106.071683114045 -162836.57838541668 -48585.50123618522 -12798.06092529297 -31881.304537442833 165345.76168376868 204230.16121651788 60820.917782592776 -32034.815749049834 -204420.80585937502 141483.68153935185 -26031.296516927086 -37072.439981617645 -16106.332258357559 46157.361436042942 58406.297580400482 13809.17708217076 -51228.540580610803 -105.43052587771334 -21895.506563555744
leaf_weight=4097479 202376 25 1212 2460 8622 33 79 45 20 32 57 24 41 32 41 67 28 64 37 20 27 21 34 43 251 103 28 22 4656 185
leaf_count=4097479 202376 25 1212 2460 8622 33 79 45 20 32 57 24 41 32 41 67 28 64 37 20 27 21 34 43 251 103 28 22 4656 185
internal_value=0 -171.023 -176.486 1409.86 2384.72 5781.2 20841.2 30395.5 -19054.7 -31956.4 -7982 -23300.8 17412.3 -77100.3 39154 57319.3 29580 114280 20851.5 -19469.2 36954.8 -113051 32434.6 45988.2 36111.8 60739.9 109020 39110.6 2922.47 13014
internal_weight=0 220685 220660 18284 15824 7202 1149 927 222 202 170 130 74 56 797 400 269 131 397 109 68 41 113 224 288 181 56 125 6053 1397
internal_count=4318164 220685 220660 18284 15824 7202 1149 927 222 202 170 130 74 56 797 400 269 131 397 109 68 41 113 224 288 181 56 125 6053 1397
is_linear=0
shrinkage=0.1


Tree=3058
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 0 0 0 3 1 0 2 0 2 0 1 1 2 0 4 3 1 0 1 0 0 1 3 0 3
split_gain=6.87099e+11 3.68018e+12 6.64473e+12 6.79643e+12 1.698e+13 2.22136e+13 1.44777e+13 1.34258e+13 1.03217e+13 1.58801e+13 2.91995e+13 2.05571e+13 1.31254e+13 9.71965e+12 1.39105e+13 1.24082e+13 1.99966e+13 9.45927e+12 1.12344e+13 1.02914e+13 8.93765e+12 1.92635e+13 8.71931e+12 1.15843e+13 7.4849e+12 1.41765e+13 1.02245e+13 8.45095e+12 1.09536e+13 2.11731e+13
threshold=225.45000000000002 3.5000000000000004 26.500000000000004 56.143542450000005 55.046835900000012 55.014170500000006 55.120365700000008 56.663136550000011 4.5000000000000009 40.247294600000011 59.904813200000007 2.5000000000000004 56.876792350000009 1.5000000000000002 55.193434200000006 37.944765900000007 49.073956850000009 6.5000000000000009 59.916647550000008 4.5000000000000009 7.5000000000000009 46.037218400000008 55.74310830000001 49.236330900000006 45.040161900000008 45.053747000000008 37.998366300000008 23.500000000000004 44.580511600000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 24 -6 20 9 10 -9 -11 -10 -8 -15 -16 -17 18 -14 -19 21 -5 -18 -24 26 -26 -3 28 29 -28
right_child=1 2 -4 7 6 -7 13 8 12 11 -12 -13 17 14 15 16 22 19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.2538092591588903 4341.6482827866712 56350.110654296877 -56226.538563121452 16001.063774671054 77174.696571180553 -82300.298247931991 80531.146796875008 157189.47609375001 -87483.486141304355 -72731.09693287038 -11642.488802083333 54466.452734375001 -55802.176002358494 -63827.088281250006 -30897.010481770834 113541.06725000002 63081.946625000011 -21529.704768318967 23447.876793981482 59025.57179966518 -106682.45171875 -93311.063504464284 47773.909250000004 -38202.06332310268 68843.656846618658 1390.1302757488907 53549.890954861119 42776.765234375001 -44759.990634527443 -24367.598400957664
leaf_weight=4313902 2036 20 22 38 45 34 20 20 23 27 21 24 53 24 39 25 25 29 27 35 20 28 25 42 32 1183 45 22 123 155
leaf_count=4313902 2036 20 22 38 45 34 20 20 23 27 21 24 53 24 39 25 25 29 27 35 20 28 25 42 32 1183 45 22 123 155
internal_value=0 1269.08 -1541.23 -995.371 1396.87 -2326.71 25926.9 -13885.7 -2518.37 24377.7 70714.6 -12873.4 -17335.4 14396.1 7047.79 17951.6 34234.5 -6131.17 -29055.3 22524 -48120 -30373.8 12683.8 -6121.48 -605.759 3166.68 -13163.3 -17193.1 -21277.7 -6836.16
internal_weight=0 4262 2226 2204 1859 1614 245 345 259 92 41 51 167 200 180 156 117 144 80 64 86 66 92 67 1580 1215 365 345 323 200
internal_count=4318164 4262 2226 2204 1859 1614 245 345 259 92 41 51 167 200 180 156 117 144 80 64 86 66 92 67 1580 1215 365 345 323 200
is_linear=0
shrinkage=0.1


Tree=3059
num_leaves=31
num_cat=0
split_feature=4 1 1 5 1 0 1 0 5 2 3 5 5 5 1 5 5 5 0 5 3 3 1 1 0 5 1 1 5 5
split_gain=6.73202e+11 3.11617e+12 1.03497e+13 9.24328e+12 1.54423e+13 1.31675e+13 3.71194e+13 2.74932e+13 2.20332e+13 1.74751e+13 1.81804e+13 2.68434e+13 1.75425e+13 1.42447e+13 1.31808e+13 1.22266e+13 1.97852e+13 1.99591e+13 1.81066e+13 1.57192e+13 1.51423e+13 1.82229e+13 1.20558e+13 3.49345e+13 2.74598e+13 2.95432e+13 1.50475e+13 2.34508e+13 1.96337e+13 2.29645e+13
threshold=4.5000000000000009 44.660994650000006 47.473138800000008 110.05000000000001 44.083877800000003 59.916647550000008 30.305955500000003 55.87722990000001 85.91500000000002 1.5000000000000002 7.5000000000000009 81.00500000000001 95.020000000000024 26.005000000000006 30.243224600000001 107.05000000000001 100.05000000000001 103.45000000000002 56.320495600000008 99.555000000000021 7.5000000000000009 10.500000000000002 37.533784800000006 37.737121850000008 55.591389050000011 96.015000000000015 39.027779200000005 38.969379750000009 78.710000000000022 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 7 14 22 13 -8 11 -11 -13 -9 -7 16 19 20 -19 -10 -18 -22 24 -24 -2 -26 27 -25 -29 -30
right_child=1 2 -4 4 -6 6 9 8 15 10 -12 12 -14 -15 -16 -17 17 18 -20 -21 21 -23 23 26 25 -27 -28 28 29 -31
leaf_value=-2.2816862184541113 -1366.3429167861241 18165.469440714518 1273.4041363065624 2241.1840613721815 -46082.5465142549 12830.78809659091 90724.639808238644 -77142.497443181826 -48834.01161177786 138532.01460597827 -28078.704098011363 -44413.963763230851 40840.331042144498 8074.1322370834769 -47035.49846119924 -95813.139189710128 92829.064957682291 -126365.16234375001 -19126.434258868245 -143140.61292968752 -68961.044429347836 53234.86920072115 -53619.844332462504 3489.0020239052656 143542.06103830645 14840.223372395834 -9171.5413760888314 -14404.961894531252 173366.51066080731 37715.938628680888
leaf_weight=4303792 218 384 6543 5086 67 55 44 22 152 23 55 31 109 181 111 38 24 20 74 20 23 26 137 238 31 42 548 20 24 26
leaf_count=4303792 218 384 6543 5086 67 55 44 22 152 23 55 31 109 181 111 38 24 20 74 20 23 26 137 238 31 42 548 20 24 26
internal_value=0 683.267 2209.82 -737.074 1612.87 -6020.35 9797.45 -9652.34 -27722.3 33238.8 21636.1 38411 21962.6 -1161.17 -27200.3 -42024.5 -35995.1 -11477.6 -41943.2 -59799.9 27752.1 -4122.4 -1489.87 -6735.38 16409.7 69494.4 768.329 18453.6 69333 102828
internal_weight=0 14372 6927 7445 5153 2292 428 1864 580 262 218 163 140 203 166 377 339 167 94 172 73 49 1284 993 291 73 856 308 70 50
internal_count=4318164 14372 6927 7445 5153 2292 428 1864 580 262 218 163 140 203 166 377 339 167 94 172 73 49 1284 993 291 73 856 308 70 50
is_linear=0
shrinkage=0.1


Tree=3060
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 0 3 3 3 6 0 3 5 2 5 5 5 5 5 4 5 5 2 5 0 5 5 5 5
split_gain=6.74373e+11 6.5361e+12 5.18136e+13 4.88892e+13 9.23774e+13 3.87124e+13 3.98228e+13 3.16724e+13 2.7072e+13 2.87316e+13 2.35852e+13 2.27333e+13 2.70385e+14 1.02103e+14 7.79596e+13 6.34142e+13 4.36058e+13 3.41991e+13 2.95183e+13 2.5978e+13 6.4379e+13 2.50216e+13 2.79525e+13 2.69664e+13 2.27112e+13 4.53716e+13 2.64501e+13 2.25086e+13 2.19024e+13 3.01111e+13
threshold=30.226173900000003 30.259484550000003 18.500000000000004 60.003414000000006 59.950068600000009 23.500000000000004 59.863160500000006 22.500000000000004 20.500000000000004 21.500000000000004 1.5000000000000002 60.017447350000005 20.500000000000004 55.990000000000002 8.5000000000000018 73.995000000000019 65.905000000000015 35.985000000000007 36.515000000000008 63.855000000000011 2.5000000000000004 97.050000000000011 114.05000000000001 3.5000000000000004 90.015000000000015 60.029906750000002 85.020000000000024 29.985000000000003 48.945000000000007 51.015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -6 27 -10 -11 12 13 -5 -14 16 17 -16 -19 -13 -21 24 23 -23 26 -26 -22 -4 -20 -30
right_child=1 -3 3 11 7 -7 -8 -9 9 10 -12 19 14 -15 15 -17 -18 18 28 20 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-248.68149756224736 4618.549151486508 -4.7214059265839579 -6861.587821479694 -35396.171502875099 -33427.364467219719 34354.002205546414 61995.698118832246 -107046.5587614929 62268.893314615882 7391.3045151340502 -40623.351841157062 -578.70995378524162 -6775.3169168100903 -170872.91874080885 -16925.934015587914 110442.57199596775 -107362.78000000001 119110.23391393443 -6297.3497823660718 -36573.703212799235 13664.144772439919 -102021.90978906251 54913.629947916663 -21055.052569369611 -13251.615544577206 101040.40182624065 -22908.811747316115 -73936.189429046819 135411.40663109758 42567.175609110171
leaf_weight=106361 19816 4179209 73 161 97 171 57 147 48 183 232 8294 303 85 79 155 20 61 70 748 604 50 39 232 68 71 294 159 41 236
leaf_count=106361 19816 4179209 73 161 97 171 57 147 48 183 232 8294 303 85 79 155 20 61 70 748 604 50 39 232 68 71 294 159 41 236
internal_value=0 6.27997 1416.88 -3548.24 -23059 -8593.24 -18359.2 -77779.9 -24949.4 -10978.6 -19450.6 -1587.25 11379.8 -82207.2 35237.2 54466.5 37353.5 43296.7 54957.4 -3097.16 -13015.5 -39.4143 -24436.9 -35410.9 7512.74 45127.8 1690.37 -52830.8 43679.8 56309.5
internal_weight=0 4.2118e+06 32594 12778 1167 923 752 244 695 463 415 11611 1211 246 965 662 507 487 408 10400 2106 1358 321 282 1037 139 898 232 347 277
internal_count=4318164 4211803 32594 12778 1167 923 752 244 695 463 415 11611 1211 246 965 662 507 487 408 10400 2106 1358 321 282 1037 139 898 232 347 277
is_linear=0
shrinkage=0.1


Tree=3061
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 3 0 0 1 0 3 0 4 5 5 6 2 0 2 3 2 0 5 0 3 5 0 2 5 5
split_gain=7.59443e+11 1.55348e+13 3.71615e+13 4.14494e+13 3.29498e+13 4.02936e+13 6.68393e+13 4.31773e+13 1.45388e+14 8.11486e+13 9.55364e+13 8.95251e+13 6.55298e+13 6.08673e+13 9.05368e+13 4.92172e+13 4.55412e+13 4.2106e+13 4.01664e+13 3.558e+13 3.49713e+13 4.54467e+13 8.40298e+13 1.30878e+14 5.05324e+13 3.432e+13 3.32049e+13 3.1125e+13 4.4516e+13 4.31531e+13
threshold=16.500000000000004 65.659480050000013 82.902675200000019 82.933113850000026 55.110554300000004 23.500000000000004 55.043101600000007 55.055104550000003 82.926290250000008 55.050600750000008 24.500000000000004 55.034903650000011 2.5000000000000004 84.030000000000015 47.815000000000005 1.5000000000000002 23.500000000000004 55.050600750000008 18.500000000000004 17.500000000000004 6.5000000000000009 55.034903650000011 62.015000000000008 55.050600750000008 25.500000000000004 60.905000000000008 54.990279300000005 21.500000000000004 76.730000000000018 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 20 10 12 13 -10 14 -12 -15 -16 25 -11 -6 21 26 -23 24 -24 -8 -7 29 -29 -13
right_child=1 2 3 -5 19 7 17 -9 9 18 11 27 -14 15 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-23.015945738424648 250.27034453273373 -4107.0489265278911 2018.2779028712798 -942.81493356729663 -33668.616617311753 14247.790008251739 22951.351038309374 -8338.7530619995177 53152.723558467747 72049.010792025874 495.537638095033 -9461.8333693183977 181962.01409198114 95850.905539772735 68751.884010705107 -73504.706275040066 223424.30066406252 13293.093073948097 197456.39173387096 22460.573937776076 -6183.5016917540415 3875.3187570264863 315379.83661458339 24978.698151277244 110171.77601562502 64090.588274084163 -16394.880765936112 -30839.102361225334 -188701.19145951705 133552.02828480114
leaf_weight=3318589 836822 28358 6113 110367 448 916 566 3882 155 145 255 515 53 22 395 78 20 3573 31 151 5348 205 30 76 20 316 576 95 22 22
leaf_count=3318589 836822 28358 6113 110367 448 916 566 3882 155 145 255 515 53 22 395 78 20 3573 31 151 5348 205 30 76 20 316 576 95 22 22
internal_value=0 76.4129 -817.504 -123.394 3640.42 4232.54 8807.44 473.294 4283.11 29625.1 22667.9 13420.9 85974.3 36528.8 47390.8 -36246.5 76206 18123.3 94137.8 -19519.2 -2106.29 9854.73 43376.6 107645 233297 37690.6 2417.91 -13785.7 -60522.6 -3602.79
internal_weight=0 999575 162753 134395 24028 23429 10568 12861 8979 1808 1632 1424 208 770 670 100 415 4455 176 599 7171 1823 331 126 50 882 1492 654 117 537
internal_count=4318164 999575 162753 134395 24028 23429 10568 12861 8979 1808 1632 1424 208 770 670 100 415 4455 176 599 7171 1823 331 126 50 882 1492 654 117 537
is_linear=0
shrinkage=0.1


Tree=3062
num_leaves=31
num_cat=0
split_feature=1 1 0 5 3 0 3 5 4 6 3 3 3 5 2 1 0 1 5 3 0 5 1 5 3 0 0 3 1 5
split_gain=8.26559e+11 6.3852e+12 2.91608e+13 3.9872e+13 1.75431e+13 1.54248e+13 1.47261e+13 1.96565e+13 2.30352e+13 1.88088e+13 1.61248e+13 3.56754e+13 1.45782e+13 1.41769e+13 1.35196e+13 1.22983e+13 1.23432e+13 1.17908e+13 1.13322e+13 1.18622e+13 2.40642e+13 1.90879e+13 1.8958e+13 2.2806e+13 1.81461e+13 1.5656e+13 1.63568e+13 1.40877e+13 4.57864e+13 1.98315e+13
threshold=61.284352600000013 61.396377350000009 55.07108800000001 87.395000000000024 5.5000000000000009 55.455204450000004 5.5000000000000009 92.035000000000011 3.5000000000000004 1.5000000000000002 4.5000000000000009 2.5000000000000004 11.500000000000002 75.750000000000014 2.5000000000000004 61.365473900000005 56.758269450000007 61.365473900000005 37.005000000000003 18.500000000000004 55.160271200000004 118.33500000000002 61.365473900000005 57.995000000000012 22.500000000000004 55.183525900000006 55.193434200000006 17.500000000000004 61.310823700000007 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 10 -4 11 -9 15 17 -13 16 -7 -11 -8 27 21 -21 23 -22 -23 -25 -27 -20 29 -29
right_child=1 -3 5 -5 -6 12 18 8 -10 13 -12 14 -14 -15 -16 -17 -18 -19 19 20 22 24 -24 25 -26 26 -28 28 -30 -31
leaf_value=-28.741235561148898 -2493.519001165329 22.220825272450654 -24175.413108738299 -152313.29972098215 -30650.382291712776 -42782.15819163603 -2817.7063947680076 14627.577528211807 -6189.9261899594912 9918.3345054736492 14167.235642361113 209467.07478515626 -48803.037074883039 -14252.195109133798 99160.107839843753 -26642.869567921749 1279.0398511999711 3098.0313972193453 2053.3640289842274 7775.7968420936131 -3201.4166333089743 145034.58140624998 12034.115073818632 -30758.286696415158 27877.157461939103 79073.61927083334 -9642.7132604586695 34446.99639433415 -16128.011074603603 106702.6936990489
leaf_weight=3016415 593 1251500 227 21 353 68 6967 36 81 3953 45 20 86 374 25 241 978 7065 25556 557 1192 20 378 728 39 24 155 218 203 46
leaf_count=3016415 593 1251500 227 21 353 68 6967 36 81 3953 45 20 86 374 25 241 978 7065 25556 557 1192 20 378 728 39 24 155 218 203 46
internal_value=0 66.5992 1171.89 -16025.7 -13000.3 1509.33 1808.83 4871.28 35415.8 4327.1 62162.4 88826.4 -8941.21 4895.05 148185 -6277.56 -1585.36 5545 805.131 1672.02 -4182.69 13504.9 -8581.38 -12293.9 67591.5 -24243.5 2252.21 2367.89 19579.8 47037
internal_weight=0 1.30175e+06 50249 967 946 49282 47909 11826 207 11619 126 81 1373 11392 45 1287 1046 11018 36083 29116 3093 616 2477 2099 59 907 179 26023 467 264
internal_count=4318164 1301749 50249 967 946 49282 47909 11826 207 11619 126 81 1373 11392 45 1287 1046 11018 36083 29116 3093 616 2477 2099 59 907 179 26023 467 264
is_linear=0
shrinkage=0.1


Tree=3063
num_leaves=31
num_cat=0
split_feature=1 1 3 5 5 5 5 5 3 6 0 0 5 5 2 0 0 4 0 3 5 5 5 2 5 3 3 2 0 0
split_gain=7.58023e+11 7.63098e+12 2.13009e+13 3.90624e+13 2.33545e+13 3.63399e+13 1.8069e+13 1.93528e+13 1.67878e+13 1.6505e+13 4.96239e+13 2.98025e+13 2.3154e+13 1.89067e+13 2.37968e+13 1.61061e+13 4.5813e+13 1.48966e+13 1.43519e+13 1.37404e+13 1.31862e+13 1.22906e+13 1.91585e+13 1.09809e+13 1.03925e+13 9.89768e+12 9.83292e+12 1.15491e+13 9.45207e+12 8.08239e+12
threshold=61.880021000000006 65.480823400000006 8.5000000000000018 123.15000000000002 67.990000000000023 103.45000000000002 105.35000000000001 109.05000000000001 13.500000000000002 1.5000000000000002 57.106514900000001 57.131524800000008 84.030000000000015 54.410000000000004 6.5000000000000009 63.563300600000012 57.641335050000002 2.5000000000000004 56.876792350000009 23.500000000000004 60.905000000000008 177.02500000000003 94.040000000000006 1.5000000000000002 57.705000000000005 7.5000000000000009 4.5000000000000009 2.5000000000000004 57.265292900000006 57.117834900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 15 8 -7 -8 -6 10 -2 12 -12 25 17 16 19 18 -15 28 24 22 -19 -10 -20 -11 29 -28 -4 -24
right_child=1 -3 3 -5 5 6 7 -9 23 13 11 -13 -14 14 -16 -17 -18 21 20 -21 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-26.046471970042855 -34760.615584309897 37.732801536973923 3496.4449471374378 142729.96809895834 48708.737365694084 -88984.582236842107 61154.109444754467 -45674.640843023255 76937.972343749992 2312.1289440547748 48271.592790032679 -20092.675994988211 139503.9705882353 -40359.516675002378 -111838.33167613635 -31320.659645080566 101830.62878824869 -2912.4056889646317 8500.2383566337721 53912.215491174771 28822.388282552085 70043.111718750006 -46090.956872979528 14707.090229841633 -48147.159824869799 -16082.054149436331 -109873.80020714962 -31614.477494673298 -59397.123893229167 30692.155746694712
leaf_weight=3114505 111 1187182 5483 21 267 38 28 43 30 6207 153 53 34 247 22 128 48 2301 57 54 75 22 29 517 75 307 33 44 24 26
leaf_count=3114505 111 1187182 5483 21 267 38 28 43 30 6207 153 53 34 247 22 128 48 2301 57 54 75 22 29 517 75 307 33 44 24 26
internal_value=0 67.3961 2204.66 6558.41 6129.04 20892.6 -33331.3 -3544.99 28153.5 -764.655 20528.1 46099.1 64859.3 -1555.95 -8225.9 3753.8 4554.22 -7442.3 -24082.9 3714.57 -4661.08 -4364.97 -5037.8 18120.1 -23685.8 1445.22 -42087.2 -65154.2 3222.35 -9793.49
internal_weight=0 1.20366e+06 16477 6681 6660 923 109 71 814 9796 351 240 187 9445 2931 5737 5609 2909 454 5561 207 2455 2433 547 132 6514 132 77 5507 55
internal_count=4318164 1203659 16477 6681 6660 923 109 71 814 9796 351 240 187 9445 2931 5737 5609 2909 454 5561 207 2455 2433 547 132 6514 132 77 5507 55
is_linear=0
shrinkage=0.1


Tree=3064
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 1 4 5 5 5 1 3 2 5 3 1 5 1 3 5 1 1 5 1 6 0 6 3 1
split_gain=7.1001e+11 2.38118e+13 2.41212e+13 2.44671e+13 4.56427e+13 3.09806e+13 3.70187e+13 8.84816e+13 5.29659e+13 3.36537e+13 3.37791e+13 5.87837e+13 3.68378e+13 3.09224e+13 3.43091e+13 2.89908e+13 3.08373e+13 4.05726e+13 4.43585e+13 3.75117e+13 4.46883e+13 5.64764e+13 3.57262e+13 3.25024e+13 4.64835e+13 2.88726e+13 3.50072e+13 2.87357e+13 5.87611e+13 6.18422e+13
threshold=55.769960200000007 55.784980300000008 37.214886200000009 49.323301500000007 52.395917250000004 13.500000000000002 37.417247200000006 1.5000000000000002 93.00500000000001 48.945000000000007 51.015000000000008 37.726745000000001 27.500000000000004 6.5000000000000009 80.815000000000012 26.500000000000004 49.111504200000006 93.00500000000001 49.148175700000003 18.500000000000004 64.020000000000024 37.792847950000002 37.855187800000003 81.00500000000001 37.712318250000003 1.5000000000000002 55.777112100000004 1.5000000000000002 3.5000000000000004 49.177301950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 27 7 -7 -9 -8 11 12 -11 15 -15 16 19 18 -18 22 21 -21 23 25 -25 26 -12 28 -4 -30
right_child=1 -3 3 4 -6 6 9 8 -10 10 13 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=30.664931443732463 -38547.003105155418 2.8954839566592461 -72524.587553591846 -31112.862099074831 7969.670238734474 -28971.383950910898 -539.70622222749012 106640.47558297822 7479.0473734761326 -95972.379401041675 106027.63530016449 -1514.8221013621796 44649.049925595238 -1338.9062911371382 -24444.515426683927 43256.229237196181 86283.33509954637 -60139.621966832718 -3112.1659225636613 -91427.862456140356 -19743.754153837319 621.92525143678165 -49767.677290482956 136969.5469551282 -8058.8529957490819 -31322.384904152204 -3576.1903569335941 -858.24777009899208 20732.900376084719 -22145.681285986571
leaf_weight=2747102 187 1538638 82 781 484 174 5443 132 91 165 38 195 21 4162 760 72 62 109 530 285 340 87 198 39 51 270 125 15128 2009 404
leaf_count=2747102 187 1538638 82 781 484 174 5443 132 91 165 38 195 21 4162 760 72 62 109 530 285 340 87 198 39 51 270 125 15128 2009 404
internal_value=0 -53.6196 -2735.47 -2527.73 -16159.5 -1970.96 -5604.89 24473.8 66175.5 -6526.85 -10866.7 -39877.2 -80095.8 -9316.07 -4906.62 -19154.4 -21260.1 -4072.9 6250.2 -29667.8 -45949 -69900.1 -13589.7 106.679 54786.8 -11258.7 21975.6 781.646 10724.9 13553.9
internal_weight=0 1.57106e+06 32424 32237 1265 30972 13349 397 223 12952 7509 381 186 7128 4922 2206 2134 701 592 1433 712 372 721 523 90 433 163 17623 2495 2413
internal_count=4318164 1571062 32424 32237 1265 30972 13349 397 223 12952 7509 381 186 7128 4922 2206 2134 701 592 1433 712 372 721 523 90 433 163 17623 2495 2413
is_linear=0
shrinkage=0.1


Tree=3065
num_leaves=31
num_cat=0
split_feature=3 1 3 0 0 0 5 5 5 5 5 4 1 3 5 3 0 3 3 0 0 5 3 0 0 0 6 3 3 5
split_gain=7.4796e+11 1.39169e+13 2.46567e+13 2.52081e+13 1.87944e+13 3.29806e+13 1.878e+13 1.79146e+13 1.49605e+13 1.49414e+13 1.55455e+13 1.48347e+13 1.41274e+13 3.23809e+13 3.53174e+13 3.88297e+13 3.72745e+13 3.1454e+13 4.94664e+13 3.02793e+13 3.023e+13 3.02132e+13 4.56144e+13 4.99676e+13 6.04903e+13 8.69552e+13 1.34255e+14 7.05495e+13 5.32061e+13 4.31716e+13
threshold=16.500000000000004 30.160599000000001 17.500000000000004 59.846652800000008 59.916647550000008 59.990816400000007 107.05000000000001 55.990000000000002 52.990000000000002 109.05000000000001 116.06000000000002 3.5000000000000004 30.243224600000001 24.500000000000004 33.395000000000003 20.500000000000004 59.846652800000008 23.500000000000004 22.500000000000004 59.932719750000011 59.863160500000006 55.990000000000002 17.500000000000004 59.863160500000006 59.950068600000009 60.003414000000006 1.5000000000000002 18.500000000000004 18.500000000000004 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 -2 7 -5 -6 -4 -8 -11 -10 13 14 15 -3 -16 18 21 -19 -15 -18 -23 28 -25 26 -26 -28 29 -24
right_child=1 12 3 6 5 -7 9 -9 11 10 -12 -13 -14 20 16 -17 17 19 -20 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-22.841287691325721 8215.3868669973581 15029.043346636787 -959.03399558327419 3485.2770830644254 54059.030592784664 10777.376438780089 68503.866794738773 133585.94626581101 -44557.53558726918 -51159.328353987075 35219.395349451013 45396.046718750003 106.25623967396444 -16319.897880567218 31986.800401757817 -5774.2176296544012 -3055.4997349579589 22120.252495600103 14097.457603239434 -20228.656198446999 6913.3814052332928 -33757.116216356 43882.328336154213 -32768.355928688354 -76042.390729630293 -12904.475637767606 162565.44077296404 45276.543645125683 1545.3767169915595 179314.47678222659
leaf_weight=3318589 354 1804 220 5175 87 148 80 42 220 29 74 20 968220 630 250 1785 7337 182 1234 2334 5043 891 89 1016 78 1594 66 230 311 32
leaf_count=3318589 354 1804 220 5175 87 148 80 42 220 29 74 20 968220 630 250 1785 7337 182 1234 2334 5043 891 89 1016 78 1594 66 230 311 32
internal_value=0 75.8331 4706.24 2669.91 23481.8 42992 4598.59 79951.5 -19795.1 36081.6 10899.2 -37061.4 45.7649 -2305.84 -4264.12 4682.48 -6316.62 -6938.67 -4940.68 -17165.3 4333.27 -6958.29 -13606.7 -8350.87 -12952.7 -2722.62 40672.8 71428.8 23435.7 79699.1
internal_weight=0 999575 6449 5818 631 277 5358 129 460 183 103 240 993126 24906 19233 3589 15644 15394 12878 2516 5673 11644 4307 3416 2984 1968 374 296 432 121
internal_count=4318164 999575 6449 5818 631 277 5358 129 460 183 103 240 993126 24906 19233 3589 15644 15394 12878 2516 5673 11644 4307 3416 2984 1968 374 296 432 121
is_linear=0
shrinkage=0.1


Tree=3066
num_leaves=31
num_cat=0
split_feature=5 5 1 2 0 0 3 3 3 0 4 1 1 1 3 2 3 2 2 3 2 3 1 3 1 0 0 2 2 3
split_gain=6.7216e+11 4.91955e+12 1.2579e+13 2.34737e+13 1.54161e+13 2.33815e+13 4.45748e+13 4.29244e+13 1.09886e+13 2.96742e+13 2.8443e+13 1.78233e+13 3.47827e+13 3.02558e+13 2.67461e+13 2.52046e+13 2.91965e+13 2.20572e+13 1.78183e+13 1.79394e+13 1.77393e+13 1.68952e+13 1.80833e+13 1.65458e+13 2.65626e+13 8.76716e+13 2.03247e+13 1.81043e+13 1.63445e+13 2.19304e+13
threshold=89.00500000000001 90.015000000000015 20.507360500000004 6.5000000000000009 54.708501450000007 54.725565150000001 4.5000000000000009 7.5000000000000009 20.500000000000004 44.982728700000003 3.5000000000000004 37.487839250000007 38.950530550000003 37.275078000000001 25.500000000000004 5.5000000000000009 27.500000000000004 20.500000000000004 2.5000000000000004 24.500000000000004 4.5000000000000009 22.500000000000004 37.582182450000005 19.500000000000004 38.984911950000004 45.070824200000011 55.87722990000001 16.500000000000004 10.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 23 -10 11 13 14 -11 17 -16 -17 20 19 -14 -13 -22 -23 28 25 -25 -27 -26 -4 -30
right_child=1 -3 8 -5 5 6 7 -9 9 10 -12 12 18 -15 15 16 -18 -19 -20 -21 21 22 -24 24 27 26 -28 -29 29 -31
leaf_value=9.156193003744761 86619.561875000014 -29.305709329205747 -3901.0334000382391 103019.53916015626 -87023.469977678571 -97367.909232954553 165678.71900000001 -21550.835611979168 72154.278780241948 -1972.9023787565366 72101.307140899124 3347.6246093750001 -22710.573628743492 -53457.224710990296 72087.573422475965 -112164.8236111111 -5608.7240299479172 -19809.970456042924 -9010.4436388044978 79973.997393002734 81800.61312294408 73990.353891225968 23215.052849105137 199705.52423828127 -34736.674279312014 -66991.169688760085 8303.7222242647058 -111739.9938446045 21680.917621563531 -1040.8048055329341
leaf_weight=4097479 20 202686 12677 32 28 22 25 24 62 499 57 138 27 148 26 36 90 83 1109 46 95 91 306 20 129 62 85 40 607 1415
leaf_count=4097479 20 202686 12677 32 28 22 25 24 62 499 57 138 27 148 26 36 90 83 1109 46 95 91 306 20 129 62 85 40 607 1415
internal_value=0 -170.004 -1754.4 26986.8 6541.08 -9636.4 20882.4 73974.4 -1997.56 3738.9 2197 717.958 5290.83 -13749.8 20528.7 -17555.5 -36053.3 28647.6 -5860.38 41994.8 35031.7 43918.7 34853.7 -3070.83 -25012.4 3272.3 -23453.3 -52962.3 -2569.28 5780.21
internal_weight=0 220685 17999 151 119 99 71 49 17848 2813 2751 2694 2047 647 865 152 126 713 1182 73 630 492 397 15035 336 167 147 169 14699 2022
internal_count=4318164 220685 17999 151 119 99 71 49 17848 2813 2751 2694 2047 647 865 152 126 713 1182 73 630 492 397 15035 336 167 147 169 14699 2022
is_linear=0
shrinkage=0.1


Tree=3067
num_leaves=31
num_cat=0
split_feature=1 3 6 0 0 3 0 5 5 5 5 5 5 5 0 0 5 0 5 5 3 2 0 5 2 5 6 5 5 5
split_gain=6.6589e+11 1.08069e+13 1.65717e+13 1.42529e+13 2.75364e+13 4.02542e+13 2.75715e+13 2.5492e+13 2.14079e+13 4.63249e+13 5.00979e+13 1.42989e+13 2.27069e+13 2.70749e+13 2.4913e+13 4.19266e+13 1.5191e+13 1.22013e+13 1.28982e+13 1.14268e+13 1.04832e+13 2.55781e+13 2.68875e+13 4.42158e+13 4.73825e+13 3.27503e+13 2.48563e+13 3.49701e+13 4.89851e+13 3.79758e+13
threshold=30.102666750000001 5.5000000000000009 1.5000000000000002 60.063729500000008 59.834458500000004 4.5000000000000009 59.863160500000006 68.00500000000001 68.00500000000001 55.990000000000002 48.510000000000012 79.010000000000005 125.85000000000001 123.15000000000002 54.708501450000007 54.736324100000012 103.45000000000002 59.882016200000002 60.005000000000003 41.995000000000012 6.5000000000000009 2.5000000000000004 54.736324100000012 101.05000000000001 5.5000000000000009 59.025000000000013 1.5000000000000002 76.730000000000018 75.015000000000015 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 17 7 19 9 10 -5 -1 13 14 16 -16 -13 -6 -19 -7 21 26 23 24 -23 -26 -3 28 -28 -29
right_child=-2 20 -4 8 5 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=2850.8667696526586 4.4426722072367415 -29096.664108703812 -3502.1910547827219 60152.30377862649 65943.168967013888 -9918.6786959134624 -1088.1545560396635 -185930.80085227275 -57261.743638392858 143870.66284950657 -107930.881203125 4504.7908827999991 -21412.386624313189 122257.55937500001 81055.158670112782 -4167.0489912294879 -90700.498744419659 19502.546397569444 -69436.591619318177 -91112.293088942315 222.1008324820277 28190.164451872995 626.60967113940751 71211.529641575165 14995.205182926829 -105578.07703125 15397.157965563703 -143688.64936899039 170386.48920454548 -8028.5044374999998
leaf_weight=1291 4263593 307 15660 61 36 26 52 22 21 38 25 83 91 32 133 102 21 63 22 52 34685 429 616 185 41 50 279 26 22 100
leaf_count=1291 4263593 307 15660 61 36 26 52 22 21 38 25 83 91 32 133 102 21 63 22 52 34685 429 616 185 41 50 279 26 22 100
internal_value=0 -347.103 -2367.1 5820.59 3652.96 -25889.3 -60149.9 -90862 36107.6 51920.2 11290.9 8253.66 23351.1 34330.8 26030.9 44065.1 -14719.4 17148.8 -3517 -64047.8 633.262 7572.98 15889.2 29225 14287.5 -51253.9 -7393.9 8209.73 26725.3 -36021.9
internal_weight=0 54571 17831 2171 2026 273 152 100 145 124 86 1753 462 371 339 235 104 121 85 78 36740 2055 1321 705 520 91 734 427 301 126
internal_count=4318164 54571 17831 2171 2026 273 152 100 145 124 86 1753 462 371 339 235 104 121 85 78 36740 2055 1321 705 520 91 734 427 301 126
is_linear=0
shrinkage=0.1


Tree=3068
num_leaves=31
num_cat=0
split_feature=5 5 4 3 0 0 6 3 0 3 6 3 0 3 3 4 1 1 3 3 0 0 0 0 0 3 0 0 3 1
split_gain=6.74183e+11 4.61627e+12 1.95024e+13 2.40039e+13 2.65283e+13 1.69125e+13 1.44194e+13 2.36782e+13 1.4194e+13 2.57381e+13 1.38864e+13 1.68893e+13 2.88024e+13 3.93439e+13 1.99674e+13 1.95981e+13 1.90063e+13 1.85909e+13 1.85078e+13 3.74584e+13 3.25592e+13 1.80454e+13 3.5075e+13 4.39391e+13 3.04673e+13 1.82519e+13 1.77061e+13 2.09332e+13 1.60592e+13 1.52273e+13
threshold=142.05000000000004 137.05000000000004 2.5000000000000004 22.500000000000004 47.236539400000005 61.674413550000004 1.5000000000000002 7.5000000000000009 60.029906750000002 5.5000000000000009 1.5000000000000002 5.5000000000000009 44.039893800000009 7.5000000000000009 15.500000000000002 5.5000000000000009 83.053286850000021 84.920232800000022 4.5000000000000009 3.5000000000000004 43.056445700000005 56.093493200000005 46.672631750000008 43.592450450000008 57.147575200000006 2.5000000000000004 44.678200800000006 44.893607100000004 10.500000000000002 49.177301950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -6 -8 10 -10 -4 16 13 -13 28 26 18 -18 19 21 -20 22 23 -12 -23 -24 -14 -28 -15 -22
right_child=-2 2 5 -5 6 -7 7 -9 9 -11 11 12 15 14 -16 -17 17 -19 20 -21 29 24 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.78893580540796959 -569.17320929361472 17291.722550675677 18452.45168448866 57281.866959635416 -16545.436789772728 84542.910757211546 -182232.56586538465 -52829.553780241942 -129553.98782848011 21739.179891304349 71620.482165948284 146794.14089102912 -81607.455387931041 3436.9352505387928 -74422.166093749998 88814.982880434778 137361.95325520833 20130.197505040323 -94137.469318181829 -41901.615935043621 38494.345880547306 -127481.03828125 24592.444599184786 -92777.906376689192 26456.668923611112 108018.51238473361 84562.250491898158 -3876.7050867895991 89210.815424107146 -14764.537326388889
leaf_weight=4292468 20711 37 598 24 22 26 26 31 22 23 29 29 29 58 20 23 24 31 22 163 363 20 46 37 36 61 27 3060 35 63
leaf_count=4292468 20711 37 598 24 22 26 26 31 22 23 29 29 29 58 20 23 24 31 22 163 363 20 46 37 36 61 27 3060 35 63
internal_value=0 2.74305 3044.06 -33751.5 -52585.9 4107.29 -85313.4 -111855 3673.32 -52226.4 4200.23 2159.32 -1162.18 42889.5 16223.7 -3154.96 14335.7 71285.9 10606.8 -5261.61 24491.6 20818.4 36789.6 -20542.3 -28521.1 72153.1 -3833.81 -3103.19 35717.4 30618
internal_weight=0 4.29745e+06 4985 140 116 4845 79 57 4819 45 4774 4176 3281 142 113 3139 895 55 840 392 448 229 173 66 56 107 3116 3087 93 426
internal_count=4318164 4297453 4985 140 116 4845 79 57 4819 45 4774 4176 3281 142 113 3139 895 55 840 392 448 229 173 66 56 107 3116 3087 93 426
is_linear=0
shrinkage=0.1


Tree=3069
num_leaves=31
num_cat=0
split_feature=5 5 4 0 0 3 2 2 3 0 0 2 6 4 1 0 0 0 0 1 1 1 0 3 1 2 0 2 1 0
split_gain=6.74153e+11 3.25774e+12 1.6074e+13 2.34948e+13 2.54817e+13 2.7663e+13 4.78329e+13 4.48041e+13 3.75756e+13 2.70486e+13 2.18978e+13 2.58243e+13 3.54462e+13 2.57283e+13 2.45737e+13 2.7536e+13 2.6657e+13 2.72951e+13 2.96659e+13 2.67577e+13 5.4422e+13 4.85089e+13 2.45429e+13 6.96835e+13 2.63576e+13 4.65137e+13 3.32077e+13 2.80301e+13 2.31333e+13 2.23027e+13
threshold=100.05000000000001 99.555000000000021 3.5000000000000004 59.990816400000007 59.932719750000011 7.5000000000000009 3.5000000000000004 6.5000000000000009 10.500000000000002 59.963407450000012 54.811549550000009 21.500000000000004 1.5000000000000002 1.5000000000000002 30.346469350000003 55.899899800000007 55.834684950000003 55.812836050000008 55.801980100000009 37.642309100000013 37.582182450000005 37.855187800000003 55.784980300000008 8.5000000000000018 49.148175700000003 7.5000000000000009 55.110554300000004 2.5000000000000004 37.436176200000013 55.055104550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 -6 8 -7 -9 13 14 -13 -3 -12 16 17 18 19 20 -16 -21 24 -24 25 27 29 -23 -18 -26
right_child=-2 2 -4 -5 5 7 -8 9 -10 -11 11 12 -14 -15 15 -17 28 -19 -20 21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=2.1555195946102028 -234.90110699042927 -49816.159887035472 -5548.0835665712075 -28798.324930826828 155027.44742005816 -147900.19602272726 -16789.863605205828 143881.00571614582 3595.7734466552738 23773.027402343752 -45074.496528614021 -23875.43017713759 128622.73641741072 9671.3662303211604 -23810.727195785988 9979.5963806647487 -149056.69691051135 35621.982139392829 -92917.149314024398 77153.689892578128 -194730.46313709079 -16997.092368861609 199034.7963068182 -9023.4791145833351 -4369.2342577460677 14162.524776785714 19797.425459225502 -118325.48779046476 -32949.116696714744 -36172.679363839292
leaf_weight=4188461 118815 74 2371 216 43 22 26 30 64 50 133 27 35 4152 165 1356 22 149 41 72 21 42 22 60 735 84 405 78 78 315
leaf_count=4188461 118815 74 2371 216 43 22 26 30 64 50 133 27 35 4152 165 1356 22 149 41 72 21 42 22 60 735 84 405 78 78 315
internal_value=0 6.64622 1734.15 3761.42 4608.65 37068.3 90284.7 14948.2 -35159 68813.5 3662.95 -1803.06 62212.2 8629.7 -2853.6 -1313.03 -8002.77 -5696.23 -8714.08 -6987.06 -43108.1 -3281.31 -6607.74 46797 -9247.4 -42909.9 -4527.71 -82860.5 -58492.8 -13910.3
internal_weight=0 4.19935e+06 10888 8517 8301 235 69 166 86 80 8066 3840 62 4226 3778 3645 2289 2189 2040 1999 186 1813 1741 82 1659 204 1455 120 100 1050
internal_count=4318164 4199349 10888 8517 8301 235 69 166 86 80 8066 3840 62 4226 3778 3645 2289 2189 2040 1999 186 1813 1741 82 1659 204 1455 120 100 1050
is_linear=0
shrinkage=0.1


Tree=3070
num_leaves=31
num_cat=0
split_feature=2 1 3 3 3 0 3 1 1 5 5 5 3 0 0 5 5 5 6 0 0 1 0 5 1 1 1 0 0 5
split_gain=6.19253e+11 3.51504e+12 5.16272e+12 3.75956e+12 3.2509e+12 3.8987e+12 8.14953e+12 9.88743e+12 6.60586e+12 9.85045e+12 2.08451e+13 4.87158e+12 3.63252e+12 1.94379e+13 3.17904e+13 1.81739e+13 1.49617e+13 1.81962e+13 1.38309e+13 9.26356e+12 1.47288e+13 1.39929e+13 1.3537e+13 1.11032e+13 8.62081e+12 1.21296e+13 1.13758e+13 1.07096e+13 7.98397e+12 7.56372e+12
threshold=19.500000000000004 30.102666750000001 24.500000000000004 23.500000000000004 7.5000000000000009 44.039893800000009 25.500000000000004 39.767857750000005 39.718803500000007 77.715000000000018 51.015000000000008 60.005000000000003 20.500000000000004 55.183525900000006 56.802385350000009 88.015000000000015 177.02500000000003 128.92000000000004 1.5000000000000002 55.708120100000009 55.769960200000007 48.712293450000011 55.851332700000007 57.995000000000012 30.226173900000003 30.388336800000001 30.425002000000003 60.035045000000004 59.863160500000006 53.705000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 8 -6 10 -10 -12 13 16 18 24 17 -7 19 -15 23 22 -22 -21 27 -26 -27 28 -16 -20
right_child=1 4 -4 -5 5 12 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 29 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=5.8160568113687496 -9643.6348557692309 -37811.360869565215 303.72466676946277 -52063.51020833334 54688.07177734375 -6643.1801557976578 -46247.114737215918 70041.495451108873 -12372.891965460527 -42746.64899259869 41339.098914930561 106454.95246093751 -328.9512167817594 -26113.333855159111 47434.410235916941 -62045.56599121094 72179.266711956516 -84749.900252016145 26822.756894798804 26326.307254464286 -65071.042521587166 46679.822050781251 10965.503496413934 87219.181887755112 -37199.275191156914 47547.42582421875 -5081.081237494428 74395.140171370978 -7140.3514122596162 67644.74775227865
leaf_weight=4218655 39 23 114 45 28 788 22 31 95 38 27 20 97094 41 38 48 23 31 73 77 38 50 61 49 94 50 230 31 91 120
leaf_count=4218655 39 23 114 45 28 788 22 31 95 38 27 20 97094 41 38 48 23 31 73 77 38 50 61 49 94 50 230 31 91 120
internal_value=0 -246.57 -13557.2 -32368.6 -220.032 -211.324 11994.5 17355.7 9503.48 2474.76 14576.3 69048 -243.494 4048.98 12858.5 -3105.17 -7365.74 -9599.6 31111.7 18229.1 24840.2 3558.3 -18220.2 50006.9 2192.84 -6117.67 4316.87 21618.7 8935.93 52204.3
internal_weight=0 99509 198 84 99311 99288 261 239 208 180 142 47 99027 1933 1091 582 842 819 509 316 275 149 99 126 534 374 280 160 129 193
internal_count=4318164 99509 198 84 99311 99288 261 239 208 180 142 47 99027 1933 1091 582 842 819 509 316 275 149 99 126 534 374 280 160 129 193
is_linear=0
shrinkage=0.1


Tree=3071
num_leaves=31
num_cat=0
split_feature=3 2 1 3 1 0 5 5 0 1 6 0 3 1 0 1 1 5 0 3 3 0 5 5 5 4 3 1 0 0
split_gain=6.17775e+11 1.3238e+13 1.73329e+13 2.18204e+13 1.99089e+13 3.82689e+13 2.82012e+13 3.79879e+13 2.26331e+13 2.25181e+13 2.46456e+13 4.5336e+13 4.14306e+13 4.14971e+13 3.82971e+13 8.45255e+13 7.44874e+13 4.29767e+13 2.90719e+13 2.69765e+13 4.16461e+13 3.60223e+13 3.00018e+13 2.50871e+13 2.45175e+13 3.12766e+13 4.16696e+13 4.84019e+13 4.3697e+13 4.22862e+13
threshold=16.500000000000004 6.5000000000000009 30.160599000000001 17.500000000000004 30.243224600000001 59.846652800000008 55.730000000000011 54.990000000000002 60.035045000000004 37.314272700000011 1.5000000000000002 59.820733200000006 23.500000000000004 37.098288800000006 59.863160500000006 30.323743050000001 30.346469350000003 85.91500000000002 59.853570100000006 18.500000000000004 23.500000000000004 59.853570100000006 81.00500000000001 66.990000000000023 128.92000000000004 3.5000000000000004 18.500000000000004 39.488326500000007 55.86787755000001 55.91302515000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 -8 10 11 12 13 -6 15 23 17 19 -18 -17 21 -21 -22 -13 25 -11 27 28 -27 -30
right_child=1 -3 4 -5 9 6 8 -9 -10 24 -12 14 -14 -15 -16 16 18 -19 -20 20 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-20.758524734449011 38094.786594943122 -159.17383678564229 63209.582732707699 6034.9457711888363 16847.123357758395 -2586.8594752342942 -19926.081740717153 51064.223126220706 4032.115949365138 266.25348270864805 138.84691560406108 17261.29124082984 5308.8509524368619 51482.628258967001 4596.2944393847238 -14307.102111027161 9945.982665127096 -119210.75623675849 -25813.355748591188 -94465.732037080219 -27759.844963304928 -362.7959999234069 96560.250441672586 74387.116736931537 -15027.975100204778 69130.547550419724 88.566137666132349 8199.1150853438357 -82422.978366815485 58651.983573310325
leaf_weight=3318589 239 717653 82 1900 1295 4458 1774 136 507 224794 19859 205 2095 472 18551 464 893 59 305 201 165 51 22 123 1037 339 1255 556 42 43
leaf_count=3318589 239 717653 82 1900 1295 4458 1774 136 507 224794 19859 205 2095 472 18551 464 893 59 305 201 165 51 22 123 1037 339 1255 556 42 43
internal_value=0 68.9183 649.543 9617.13 580.984 -4701.58 -5511.57 -998.582 -14600.9 715.688 2766.42 4861.95 14821 26098.9 3033.82 -8616.25 -15798.8 -36521.9 841.977 -31119.2 -48888.8 -75421.1 -13134 38683.5 313.214 383.288 12154.5 27606.4 53055.5 -11055.6
internal_weight=0 999575 281922 2139 279783 6957 6875 4594 2281 272826 44760 24901 3862 1767 21039 2488 2160 962 1198 903 439 252 187 328 228066 227029 2235 980 424 85
internal_count=4318164 999575 281922 2139 279783 6957 6875 4594 2281 272826 44760 24901 3862 1767 21039 2488 2160 962 1198 903 439 252 187 328 228066 227029 2235 980 424 85
is_linear=0
shrinkage=0.1


Tree=3072
num_leaves=31
num_cat=0
split_feature=2 0 5 5 3 1 1 5 1 0 0 5 2 2 2 5 2 0 2 2 0 3 3 3 2 5 0 1 0 3
split_gain=7.57282e+11 3.62877e+12 8.41128e+12 3.4307e+13 3.8099e+13 2.96393e+13 6.16003e+13 5.29503e+13 5.18282e+13 2.72935e+13 2.62301e+13 2.54958e+13 5.7866e+13 5.53996e+13 2.45841e+13 2.41922e+13 5.19422e+13 2.6877e+13 5.07572e+13 2.53483e+13 2.114e+13 1.89708e+13 3.08296e+13 3.2926e+13 2.20106e+13 1.82962e+13 1.73575e+13 2.37034e+13 1.73258e+13 1.58612e+13
threshold=14.500000000000002 47.236539400000005 120.05000000000001 110.05000000000001 24.500000000000004 39.080602550000002 39.047276750000002 118.33500000000002 39.787929450000007 44.039893800000009 45.040161900000008 118.33500000000002 23.500000000000004 19.500000000000004 15.500000000000002 125.85000000000001 15.500000000000002 45.03656895000001 17.500000000000004 21.500000000000004 44.874285750000006 16.500000000000004 23.500000000000004 20.500000000000004 17.500000000000004 116.06000000000002 44.998833400000002 37.328003200000005 45.047272400000004 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 20 14 29 -9 12 -6 -13 -7 16 -11 18 -18 -19 -5 -22 23 28 -24 -10 27 -17 -23 -4
right_child=1 -3 9 4 11 8 -8 10 25 15 -12 13 -14 -15 -16 26 17 19 -20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-12.204473124610745 955.74467286880633 1.7377979930587113 36227.311379874467 83080.811026278418 -94463.868750000009 -61126.133288043486 122924.31682942709 -166551.39131944446 -62525.74036458334 133989.05904796513 -55064.569255514711 205546.05223214289 89173.28221435548 -19103.727989130435 -192115.67656250001 33556.272015625 172606.33785807295 -58532.319421386725 -16208.016305803572 68082.514806547624 -99958.250901442312 -78003.498991935485 -20499.719994638479 83435.723425053628 -133554.72481971156 63727.451704545463 2023.496602765329 -84569.5604658019 21597.797578124999 130612.76465773811
leaf_weight=3980118 51285 284616 117 22 37 23 27 36 24 43 51 21 32 23 38 25 24 64 35 21 26 31 51 51 26 22 1161 53 40 21
leaf_count=3980118 51285 284616 117 22 37 23 27 36 24 43 51 21 32 23 38 25 24 64 35 21 26 31 51 51 26 22 1161 53 40 21
internal_value=0 143.694 899.881 682.002 -23481.3 -36064.4 -22363.5 -34108.3 -82288.9 8125.27 -101197 28632.4 -9298.81 88115.5 -142726 4015.75 37542.6 8742.61 60597.8 -27251 -10477.8 -19625.8 -9130.07 22139.6 -58674.1 -2143.78 -1044.39 -46708.7 -21890.1 50590.3
internal_weight=0 338046 53430 51866 581 468 361 334 107 1564 87 113 69 44 61 1426 187 144 59 85 247 225 199 122 77 46 1239 78 71 138
internal_count=4318164 338046 53430 51866 581 468 361 334 107 1564 87 113 69 44 61 1426 187 144 59 85 247 225 199 122 77 46 1239 78 71 138
is_linear=0
shrinkage=0.1


Tree=3073
num_leaves=31
num_cat=0
split_feature=3 5 5 0 2 3 5 6 0 3 0 4 1 1 3 5 3 0 3 5 2 1 5 2 0 2 0 5 2 3
split_gain=6.76799e+11 4.45619e+12 1.6793e+13 3.54018e+13 4.12182e+13 5.46031e+13 3.31279e+13 2.50221e+13 2.31506e+13 2.18733e+13 4.23107e+13 2.86969e+13 9.99288e+13 1.54555e+14 8.77078e+13 7.48475e+13 6.09543e+13 5.67228e+13 5.74145e+13 4.4883e+13 4.36073e+13 2.44172e+13 2.42162e+13 2.0395e+13 2.94676e+13 2.21007e+13 2.80869e+13 7.5825e+13 4.90347e+13 4.27259e+13
threshold=10.500000000000002 74.610000000000014 69.610000000000014 59.932719750000011 6.5000000000000009 11.500000000000002 70.00500000000001 1.5000000000000002 59.982527000000012 24.500000000000004 60.017447350000005 2.5000000000000004 30.315880100000005 30.305955500000003 17.500000000000004 73.995000000000019 14.500000000000002 60.042666650000008 21.500000000000004 71.715000000000018 10.500000000000002 30.451272450000005 72.010000000000005 11.500000000000002 58.242297500000006 22.500000000000004 59.846652800000008 70.00500000000001 12.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 23 5 7 8 -5 -6 11 -11 12 13 16 -14 17 20 18 -16 -15 -8 -13 -18 -4 -25 26 27 29 -28 -26
right_child=1 -3 3 4 6 -7 9 -9 -10 10 -12 21 14 19 15 -17 22 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=30.822741659616295 -66.71918958749734 -429.60417390676031 3228.4286222558653 -122013.73147644928 61952.65073807141 -13146.476369590011 28590.562555803575 -26165.680996093753 12361.5339038489 -63502.051292782744 -631.08327628442794 -16904.13731986516 -44277.664349029103 255666.69812077703 208641.80444078951 -85430.249408783799 17841.723443253632 -36965.830591517857 56709.881206597231 106990.8146527778 179725.93986607145 15625.584161498215 -49479.06046006945 -919.33431750755301 242756.09887084962 -20269.633704271771 -41604.817382342997 17597.214177368165 19778.382165045285 79900.176068239802
leaf_weight=2688514 1287370 260902 47871 69 121 2134 42 45 424 168 295 978 345 37 38 37 157 35 72 45 35 302 81 26615 24 168 156 250 785 49
leaf_count=2688514 1287370 260902 47871 69 121 2134 42 45 424 168 295 978 345 37 38 37 157 35 72 45 35 302 81 26615 24 168 156 250 785 49
internal_value=0 -50.8498 21.3459 1414.5 -6362.91 -16748.7 905.829 -84179 23371.7 -3685.05 -23443.9 465.733 13895.9 51785.4 -14647.1 41520.8 19951 73915.1 109195 174076 97288.5 -9229.16 -5069.97 1973.85 -167.474 13806.5 18335.6 43778.8 9602.21 133442
internal_weight=0 1.62965e+06 1.36875e+06 81378 5460 2248 3212 114 545 2667 463 2204 924 397 527 182 315 145 110 82 77 1280 238 75918 28047 1432 1264 323 941 73
internal_count=4318164 1629650 1368748 81378 5460 2248 3212 114 545 2667 463 2204 924 397 527 182 315 145 110 82 77 1280 238 75918 28047 1432 1264 323 941 73
is_linear=0
shrinkage=0.1


Tree=3074
num_leaves=31
num_cat=0
split_feature=2 1 4 1 0 1 0 0 5 0 0 0 5 3 0 0 1 0 1 3 3 3 2 2 3 5 5 5 1 5
split_gain=7.46275e+11 3.44466e+12 3.84437e+12 3.57902e+12 1.88786e+13 1.28242e+13 1.56095e+13 2.42943e+13 2.13848e+13 1.98507e+13 2.21443e+13 3.09204e+13 1.88989e+13 1.66255e+13 2.36183e+13 2.65953e+13 3.67022e+13 3.25758e+13 4.8059e+13 2.35459e+13 2.22065e+13 1.87003e+13 2.13315e+13 1.82971e+13 2.94704e+13 2.83586e+13 1.63996e+13 1.62512e+13 1.54429e+13 1.51123e+13
threshold=14.500000000000002 104.38035940000002 6.5000000000000009 37.328003200000005 44.580511600000001 30.502469200000004 59.904813200000007 55.834684950000003 99.555000000000021 55.851332700000007 59.853570100000006 59.834458500000004 132.05000000000004 24.500000000000004 55.701368300000006 55.68356880000001 37.314272700000011 55.657530000000008 37.275078000000001 17.500000000000004 22.500000000000004 19.500000000000004 15.500000000000002 19.500000000000004 17.500000000000004 43.810000000000009 50.005000000000003 32.910000000000004 37.214886200000009 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 12 9 26 11 -11 13 14 15 17 21 20 28 -16 29 22 -17 24 -20 -26 -9 -15 -19 -7
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12 -13 -14 27 19 16 -18 18 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-12.11546163258331 88183.480924479169 -9120.1791620801505 -38297.502845177281 320.09078264854946 304.52876981200569 -1851.7339958831731 6113.9445781619452 -4491.4727085306185 -54431.580117187499 -1957.9623078977181 -13828.586245484183 59846.507952513173 58898.052985885908 -10779.512846208749 -266.45447333816571 86896.74915707238 -3396.5469998399749 -36244.285555577044 4256.4123715049345 -33012.702591974761 29699.627356625424 93792.569658076303 -8552.3693807633208 -18168.466569010416 -17108.306439548069 -119024.89003106853 -30383.077836360935 5497.7701088166468 8963.7323706461593 -83261.171841032614
leaf_weight=3980118 24 401 26 269638 49858 2655 1771 396 100 3274 1950 83 53 718 371 38 238 101 38 538 232 77 61 84 36 113 640 4209 300 23
leaf_count=3980118 24 401 26 269638 49858 2655 1771 396 100 3274 1950 83 53 718 371 38 238 101 38 538 232 77 61 84 36 113 640 4209 300 23
internal_value=0 142.646 153.647 156.608 -491.825 -523.142 -2803.16 -3770.34 -8548.16 -7824.79 -5353.09 -429.88 -656.182 -977.212 -5098.55 -1788.96 22207.8 -4562.46 -24407.3 -19647.6 20.2587 56831.9 28084.7 -56937.7 -74352.8 -94400.7 -20486.3 3125.72 -2422.83 -2550.92
internal_weight=0 338046 337645 337619 67981 67957 18099 16328 6443 6343 5307 3357 9885 9832 4905 3996 414 3582 672 909 2910 176 99 271 187 149 1036 4927 401 2678
internal_count=4318164 338046 337645 337619 67981 67957 18099 16328 6443 6343 5307 3357 9885 9832 4905 3996 414 3582 672 909 2910 176 99 271 187 149 1036 4927 401 2678
is_linear=0
shrinkage=0.1


Tree=3075
num_leaves=31
num_cat=0
split_feature=1 5 5 2 3 0 0 0 4 3 1 0 3 4 3 0 0 0 1 0 1 1 5 1 3 4 5 5 3 2
split_gain=6.36002e+11 7.48201e+12 1.91919e+13 2.71854e+13 2.39938e+13 2.14488e+13 2.55283e+13 3.67258e+13 3.98936e+13 2.65952e+13 2.99689e+13 4.53971e+13 4.98617e+13 2.42029e+13 2.79282e+13 1.6649e+13 3.58932e+13 4.83985e+13 5.64024e+13 1.95155e+14 1.90986e+14 4.7955e+14 4.82304e+13 4.40332e+13 7.04008e+13 4.27808e+13 9.05176e+13 5.01895e+13 4.24718e+13 4.21139e+13
threshold=61.880021000000006 71.00500000000001 73.995000000000019 7.5000000000000009 24.500000000000004 54.944759500000011 55.110554300000004 55.030402950000003 3.5000000000000004 12.500000000000002 82.907204800000002 55.055104550000003 7.5000000000000009 2.5000000000000004 10.500000000000002 57.131524800000008 55.061033200000004 55.039751500000008 82.907204800000002 55.055104550000003 82.902675200000019 82.897133550000021 118.33500000000002 82.945329900000004 20.500000000000004 2.5000000000000004 105.35000000000001 116.06000000000002 17.500000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -7 9 10 11 -9 -13 14 -8 16 17 -4 19 25 21 -21 -20 -24 -25 28 -27 -28 -19 -22
right_child=1 2 15 4 -6 6 13 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 22 20 29 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-23.858145314828786 -42.811275745720671 -872.17105934299343 24.362619540573245 -2465.8252892949299 15533.540882461437 6851.1851602673214 -20472.730810085613 16826.705966605394 -227.52996612487425 12830.587830410484 35242.246742284944 59859.275853135856 230035.81347064395 8435.2929333544143 15073.10672371032 3520.6475439295737 -3044.901408508551 12923.899696962173 5343.4775676517156 47343.01767888145 56030.973015485499 399043.6697544643 -8010.8131644101441 -110860.25319940476 30518.687359964621 31151.947546888376 -45667.599948343995 5245.8709568784634 -25290.896751600772 -15176.703039920692
leaf_weight=3114505 1023668 2685 101053 7479 822 2952 741 51 497 476 922 36 33 2286 315 14581 30974 531 8187 126 224 56 1545 105 53 1460 259 767 643 132
leaf_count=3114505 1023668 2685 101053 7479 822 2952 741 51 497 476 922 36 33 2286 315 14581 30974 531 8187 126 224 56 1545 105 53 1460 259 767 643 132
internal_value=0 61.7337 656.315 3636.29 -683.452 6897.91 9408.76 13955.4 24363.2 32414.4 41360.5 88369 141248 2651.35 -9869.57 298.505 -23.0367 789.873 6280.87 15992.7 72229.1 155559 2158.49 -13153 -63435.7 7726.25 15155.9 -7606.55 -8006.35 29628.1
internal_weight=0 1.20366e+06 179991 19295 8301 10994 8309 4967 2015 1518 1042 120 69 3342 1056 160696 146115 115141 14088 4198 538 182 9890 1703 158 3660 2486 1026 1174 356
internal_count=4318164 1203659 179991 19295 8301 10994 8309 4967 2015 1518 1042 120 69 3342 1056 160696 146115 115141 14088 4198 538 182 9890 1703 158 3660 2486 1026 1174 356
is_linear=0
shrinkage=0.1


Tree=3076
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 3 0 1 0 0 3 5 6 3 3 1 2 0 3 0 1 2 2 0 0 4 1 3 1 4
split_gain=7.58207e+11 9.70777e+12 2.70975e+13 1.97635e+13 2.7055e+13 3.76123e+13 1.77843e+13 1.67987e+13 2.52072e+13 3.46611e+13 2.97873e+13 5.76499e+13 4.47746e+13 3.61545e+13 4.45083e+13 3.19379e+13 3.05162e+13 4.54601e+13 3.12124e+13 2.59982e+13 2.58779e+13 3.13016e+13 2.55614e+13 2.49202e+13 1.99028e+13 1.98798e+13 1.75802e+13 4.78891e+13 2.1981e+13 5.39198e+13
threshold=64.020000000000024 65.045000000000016 7.5000000000000009 20.507360500000004 9.5000000000000018 8.5000000000000018 54.708501450000007 37.475443250000005 59.904813200000007 59.846652800000008 11.500000000000002 64.405000000000015 1.5000000000000002 21.500000000000004 19.500000000000004 30.434657650000002 7.5000000000000009 59.939091550000008 8.5000000000000018 59.950068600000009 30.207352000000004 11.500000000000002 3.5000000000000004 55.993277250000013 60.042666650000008 1.5000000000000002 37.533784800000006 12.500000000000002 37.582182450000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 9 23 15 12 13 14 -12 16 18 -18 19 -10 21 -13 -14 -5 -20 -16 27 -9 29 -28
right_child=1 -3 3 7 6 -7 -8 26 10 -11 11 20 22 -15 25 -17 17 -19 24 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=22.216083203315694 -5100.2391422646397 5.935235074334785 -13156.129841931313 -9048.9965772034302 13495.844693396226 65877.257125614473 -76145.79260896382 -17851.36996295549 -20768.795231681037 -27705.59106024534 62200.226935096158 16965.672622282607 -60194.800490359048 17745.923375976563 114126.99939903845 14343.652688609416 -206628.56086309525 -42879.954039417615 -36026.4768500434 107266.15491071431 -4336.7448589841624 151672.29149966032 23511.768798715791 10863.2913072669 33232.685776011152 241757.3191915761 4714.3391941801037 34829.905023437503 511.41154472384426 -52680.501563414386
leaf_weight=3370694 14336 885100 91 3202 53 178 38 271 29 821 130 69 47 100 26 283 21 88 306 35 1233 23 163 782 48 23 423 475 38809 267
leaf_count=3370694 14336 885100 91 3202 53 178 38 271 29 821 130 69 47 100 26 283 21 88 306 35 1233 23 163 782 48 23 423 475 38809 267
internal_value=0 -79.0354 -1284.86 -146.144 23196.3 39141.1 -23936.9 -322.41 -4691.46 -8996.06 3191.01 10310.6 39655.6 65908 92814.2 -12753.5 -27304.6 -74427.9 -15016.5 49250.3 -519.33 50642.3 4777.44 -5140.51 -26635.4 174035 484.093 15692.3 196.862 -17495
internal_weight=0 947470 62370 48034 360 269 91 47674 7429 4805 2624 1814 489 279 179 810 527 109 418 64 1325 92 210 3984 354 49 40245 746 39499 690
internal_count=4318164 947470 62370 48034 360 269 91 47674 7429 4805 2624 1814 489 279 179 810 527 109 418 64 1325 92 210 3984 354 49 40245 746 39499 690
is_linear=0
shrinkage=0.1


Tree=3077
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 0 6 1 5 3 2 3 0 4 0 0 0 5 0 3 5 4 5 3 2 2 2 3 5
split_gain=7.05025e+11 3.00539e+12 6.77135e+12 1.02423e+13 6.21144e+13 2.69082e+13 4.44212e+13 3.02997e+13 3.38698e+13 2.0117e+13 2.81214e+13 2.64564e+13 2.13745e+13 2.91711e+13 2.3242e+13 2.09451e+13 1.95176e+13 8.73775e+13 3.0783e+13 5.15689e+13 3.97198e+13 2.66535e+13 3.07352e+13 1.92802e+13 1.91828e+13 1.79217e+13 2.65831e+13 1.83661e+13 1.74218e+13 2.86503e+13
threshold=91.398302750000013 92.928903050000017 53.719078300000007 56.028355650000009 92.815157350000007 92.815157350000007 55.993277250000013 1.5000000000000002 92.896330950000007 84.030000000000015 5.5000000000000009 13.500000000000002 6.5000000000000009 56.009576300000013 3.5000000000000004 56.009576300000013 56.009576300000013 55.975961550000008 50.410000000000004 55.993277250000013 18.500000000000004 68.00500000000001 4.5000000000000009 98.020000000000024 17.500000000000004 6.5000000000000009 8.5000000000000018 16.500000000000004 5.5000000000000009 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 16 -7 -8 9 -9 15 12 -12 14 -14 -11 17 -4 -19 20 21 -20 23 -23 -10 -26 -27 -28 -21 -30
right_child=1 -3 3 4 -6 6 7 8 24 10 11 -13 13 -15 -16 -17 -18 18 19 28 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-7.4508636772232499 -2629.2213714443496 -156.72558385260808 2295.2539666035727 -9445.4126480866944 2583.4289838501177 -8100.5872077116264 -4429.9070229922845 12099.537742186913 -7580.7513640629277 -101068.20247395834 136697.56383928572 -53586.263031250011 118321.89036979168 21168.749307441714 29209.447054036456 23365.086567540322 -659.53957621811981 12234.389796979442 51904.651790503936 77122.261337002841 12192.142331737683 100600.57535930129 -6767.7849431818177 191405.93208333335 110668.68375 -53851.993531709566 116492.79195601853 -6594.470348011364 20416.370419137005 -34786.774836647724
leaf_weight=4176165 5278 85159 9420 5744 16992 5281 2522 2386 1184 24 28 25 75 192 48 31 4544 1544 292 44 163 106 22 30 25 34 27 22 647 110
leaf_count=4176165 5278 85159 9420 5744 16992 5281 2522 2386 1184 24 28 25 75 192 48 31 4544 1544 292 44 163 106 22 30 25 34 27 22 647 110
internal_value=0 219.129 782.242 1131.45 -455.525 2383.14 -1259.61 4195.2 9499.39 15662.7 35761.6 45729.5 52968.3 45525.7 83546.3 -30933.1 4945.69 7003.38 21996.8 32656.8 54486.8 69806.9 102892 120631 -3900.64 36444.2 14087.5 61229.1 15950.3 12394.8
internal_weight=0 141999 56840 51562 22736 28826 11904 6623 4101 2809 423 368 343 315 123 55 16922 12378 2958 1414 613 450 158 136 1292 108 83 49 801 757
internal_count=4318164 141999 56840 51562 22736 28826 11904 6623 4101 2809 423 368 343 315 123 55 16922 12378 2958 1414 613 450 158 136 1292 108 83 49 801 757
is_linear=0
shrinkage=0.1


Tree=3078
num_leaves=31
num_cat=0
split_feature=3 5 5 0 3 1 4 1 1 3 0 3 1 5 3 1 1 1 2 1 5 0 1 1 0 0 1 1 1 0
split_gain=6.85127e+11 4.35906e+12 1.89667e+13 2.01312e+13 1.93582e+13 3.42776e+13 2.97514e+13 4.64815e+13 1.00697e+14 2.53191e+13 3.97766e+13 6.06237e+13 3.02207e+13 4.1923e+13 3.55982e+13 3.02133e+13 2.99011e+13 2.50591e+13 2.21101e+13 2.42184e+13 2.39635e+13 2.08427e+13 1.71798e+13 4.75685e+13 3.94189e+13 2.19507e+13 1.71502e+13 4.36861e+13 3.87154e+13 2.70415e+13
threshold=10.500000000000002 59.810000000000009 58.755000000000003 45.059881250000011 22.500000000000004 37.869926150000005 1.5000000000000002 82.940215400000014 82.945329900000004 24.500000000000004 60.003414000000006 23.500000000000004 37.737121850000008 59.510000000000012 29.500000000000004 37.712318250000003 37.615058950000012 37.642309100000013 6.5000000000000009 30.410108300000001 59.025000000000013 59.882016200000002 37.66934650000001 37.533784800000006 55.708120100000009 55.727011600000004 37.436176200000013 37.475443250000005 37.214886200000009 56.054485600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 9 7 -5 -9 10 11 18 13 22 16 -16 -15 -18 19 -6 -21 -20 23 -11 -24 -26 28 -28 -8 -29
right_child=1 -3 3 4 5 -7 26 8 -10 12 -12 -13 -14 14 15 -17 17 -19 21 20 -22 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=31.011802276678438 5.360565176474215 -276.74164005907954 -8496.3123788278863 -2767.5164317370818 -45028.847317165804 8538.2179730876542 7762.5507940099551 -214403.80060267859 -11420.228679526883 -5018.8236956947731 26760.701592356691 -51101.484127552292 -21671.797069662542 19059.646448255568 -78451.370582932694 55323.039859375 148641.73908547795 52586.716348560469 4279.1369481379816 146077.66857031253 30366.144196428577 -52181.815987141927 4776.966754557292 59437.469463045643 -126248.79908536587 -39364.491146484375 -26409.723582055834 8870.4062154931853 35953.134347663661 -2886.8702267006574
leaf_weight=2688514 1045494 561483 1444 529 27 2378 2572 35 81 1254 157 502 601 292 52 25 34 135 205 25 63 96 195 126 41 100 432 8091 601 2580
leaf_count=2688514 1045494 561483 1444 529 27 2378 2572 35 81 1254 157 502 601 292 52 25 34 135 205 25 63 96 195 126 41 100 432 8091 601 2580
internal_value=0 -51.1617 67.4146 2928.84 3705.98 -938.326 5669.41 -15338.3 -72665.3 -6672.48 -19753 -27708 -1747.23 3565.4 27922 -35018.1 38434.8 71911.4 521.631 37819.4 63238.7 -13728.3 -4070.88 866.316 -24348.6 -64628.7 6618.55 4765.68 13102.1 6027.77
internal_weight=0 1.62965e+06 1.06817e+06 22673 21229 6308 14921 645 116 3930 1075 918 2855 2254 538 77 461 169 416 115 88 301 1716 1380 336 141 14276 11103 3173 10671
internal_count=4318164 1629650 1068167 22673 21229 6308 14921 645 116 3930 1075 918 2855 2254 538 77 461 169 416 115 88 301 1716 1380 336 141 14276 11103 3173 10671
is_linear=0
shrinkage=0.1


Tree=3079
num_leaves=31
num_cat=0
split_feature=4 1 1 5 5 3 0 1 0 5 1 2 0 1 0 2 5 5 2 2 5 5 5 0 1 1 1 0 5 1
split_gain=6.81078e+11 2.83381e+12 2.11465e+13 1.76356e+13 7.74543e+12 1.30032e+13 1.07666e+13 3.01631e+13 2.19702e+13 1.82765e+13 1.64984e+13 3.16955e+13 3.04996e+13 1.51202e+13 1.85632e+13 1.37488e+13 1.67536e+13 1.3288e+13 1.21931e+13 1.25127e+13 1.09589e+13 1.32093e+13 1.3041e+13 1.10633e+13 1.00121e+13 2.49639e+13 2.43356e+13 1.39024e+13 2.07253e+13 3.61233e+13
threshold=4.5000000000000009 45.148007750000012 46.037218400000008 132.05000000000004 110.05000000000001 1.5000000000000002 59.916647550000008 30.305955500000003 55.87722990000001 75.750000000000014 30.305955500000003 3.5000000000000004 59.834458500000004 30.410108300000001 60.042666650000008 8.5000000000000018 73.010000000000005 26.005000000000006 4.5000000000000009 3.5000000000000004 100.05000000000001 103.45000000000002 92.035000000000011 56.367862600000002 37.516458750000005 37.737121850000008 37.342273500000012 55.755036050000008 79.730000000000018 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 8 18 24 17 11 -11 20 15 -15 16 -9 -10 19 -8 22 -22 -12 -24 26 27 -2 28 -26 -30
right_child=1 2 -4 -5 5 -7 7 13 9 10 12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-2.2949968269586498 -2834.2855773321476 10574.326171875 1669.0148001463813 126128.04800000001 -71952.410611979169 1824.616624504476 -22950.87318474265 137916.61738281252 -69413.608877840903 -52920.35220424107 -23077.114050541368 107475.51431107955 -119710.64154211956 -92905.214062500003 25591.118484575323 -35787.465859374999 40939.231731690954 13991.496186355065 16198.402359068627 -98070.779355468752 24417.149070581898 -36519.327757528554 -102264.08104795258 -20303.253158967393 -1733.8035373263892 364.59682055497228 63549.34605263159 3474.4341264204545 7587.6255095108691 -145355.51864195478
leaf_weight=4303792 202 28 6790 25 24 5191 85 20 22 28 86 22 46 20 39 20 163 145 51 30 58 92 58 23 36 878 76 44 23 47
leaf_count=4303792 202 28 6790 25 24 5191 85 20 22 28 86 22 46 20 39 20 163 145 51 30 58 92 58 23 36 878 76 44 23 47
internal_value=0 687.252 2160.15 65080.8 -651.442 1485.09 -5466.48 8852.33 -8715.92 -24911.8 -36199.8 17653.8 -43617.6 29983.3 -14577.1 42934.4 51537.9 3004 -24499 -42547.4 -32575.7 -12957.2 -50197.1 -78991.3 -1523.27 -6076.48 15313.8 -43778.2 -63392.6 -95102.8
internal_weight=0 14372 6843 53 7529 5215 2314 428 1886 580 413 50 363 262 59 203 183 167 166 115 317 150 167 81 1306 1028 278 150 106 70
internal_count=4318164 14372 6843 53 7529 5215 2314 428 1886 580 413 50 363 262 59 203 183 167 166 115 317 150 167 81 1306 1028 278 150 106 70
is_linear=0
shrinkage=0.1


Tree=3080
num_leaves=31
num_cat=0
split_feature=2 0 3 5 2 3 5 5 3 1 1 5 1 6 0 0 0 2 5 2 0 2 2 1 0 2 1 1 5 0
split_gain=6.3426e+11 2.84218e+12 7.13701e+12 1.02683e+13 1.07473e+13 7.27527e+12 6.77722e+12 2.76974e+13 3.08748e+13 2.39921e+13 4.99123e+13 4.29174e+13 4.19802e+13 2.31831e+13 3.03949e+13 2.21957e+13 2.12859e+13 1.99148e+13 1.97958e+13 4.1997e+13 2.19252e+13 4.11603e+13 2.05342e+13 1.79258e+13 3.12393e+13 1.55505e+13 3.74824e+13 2.17421e+13 1.48178e+13 1.47686e+13
threshold=14.500000000000002 47.236539400000005 14.500000000000002 50.805000000000007 15.500000000000002 8.5000000000000018 120.05000000000001 110.05000000000001 24.500000000000004 39.080602550000002 39.047276750000002 118.33500000000002 39.787929450000007 1.5000000000000002 45.053747000000008 44.039893800000009 45.040161900000008 15.500000000000002 125.85000000000001 15.500000000000002 45.03656895000001 17.500000000000004 21.500000000000004 38.959914000000005 45.040161900000008 17.500000000000004 39.726951800000002 39.767857750000005 116.06000000000002 44.998833400000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 7 -2 9 10 11 23 17 -10 -15 25 -13 -11 19 -17 21 -21 -22 -9 -25 27 -27 -8 -14 -20
right_child=1 2 -4 5 -6 -7 15 8 13 12 -12 16 28 14 -16 18 -18 -19 29 20 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-11.169249633704164 851.12498844249103 -21816.98690625 19.609732339262646 3480.844830452128 74016.406676136365 -42932.532675781258 109440.52220170455 24671.655227179275 106645.06712962965 -54972.129585597831 110673.27410300926 -149951.69492187499 -56231.773046875001 46192.598003472231 -76799.629492187509 120631.54053642806 -49520.301899509803 -172867.5230674342 -43118.257523287262 155712.51878255207 -52651.967709350589 -14317.457385602678 61306.957663690475 -130501.46143329328 -10108.607929532491 -76393.634151785722 92068.599125000008 3608.1389225260423 57387.791335227274 1833.0432751769758
leaf_weight=3980118 51285 25 284402 47 22 120 55 95 27 23 27 36 24 54 32 43 51 38 78 24 64 35 21 26 126 28 25 30 22 1161
leaf_count=3980118 51285 25 284402 47 22 120 55 95 27 23 27 36 24 54 32 43 51 38 78 24 64 35 21 26 126 28 25 30 22 1161
internal_value=0 131.506 5.87345 -18249.4 23041.2 -29870.1 800.735 605.161 -21106.1 -32433.5 -20106.7 -30678.8 -74022 25807.3 428.048 7286.43 -91078.1 -128415 3580.51 33908.4 8011.87 54847.3 -24497.4 -9404.52 -30702.1 45580.9 3069.68 72087.9 -1891.98 -996.821
internal_weight=0 338046 284616 214 47 167 53430 51866 581 468 361 334 107 113 86 1564 87 61 1426 187 144 59 85 247 152 138 53 85 46 1239
internal_count=4318164 338046 284616 214 47 167 53430 51866 581 468 361 334 107 113 86 1564 87 61 1426 187 144 59 85 247 152 138 53 85 46 1239
is_linear=0
shrinkage=0.1


Tree=3081
num_leaves=31
num_cat=0
split_feature=3 1 1 5 3 6 4 5 3 0 0 4 1 1 0 1 5 6 0 1 0 5 0 5 3 1 5 1 5 5
split_gain=6.06453e+11 4.14145e+12 1.66952e+13 3.66871e+13 5.34852e+13 6.60021e+13 6.68654e+13 8.26444e+13 5.95171e+13 5.79223e+13 4.96785e+13 4.5317e+13 4.51724e+13 4.23295e+13 4.08582e+13 3.96439e+13 6.43231e+13 3.95343e+13 3.7606e+13 6.26727e+13 4.91233e+13 4.58907e+13 4.50362e+13 4.27015e+13 4.24666e+13 3.98902e+13 4.45009e+13 3.29247e+13 3.79173e+13 3.23285e+13
threshold=10.500000000000002 30.410108300000001 30.578016350000002 51.015000000000008 9.5000000000000018 1.5000000000000002 2.5000000000000004 83.010000000000005 5.5000000000000009 59.896318000000008 59.755965500000009 2.5000000000000004 30.468306550000005 30.451272450000005 59.820733200000006 30.434657650000002 46.810000000000009 1.5000000000000002 59.846652800000008 30.468306550000005 59.950068600000009 54.990000000000002 60.017447350000005 79.730000000000018 6.5000000000000009 30.451272450000005 64.805000000000021 30.425002000000003 89.00500000000001 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 8 7 13 10 -6 -5 -3 -9 -7 -12 16 -13 -11 25 21 23 24 -23 -21 -20 26 -8 -24 -29 -22
right_child=-2 2 -4 4 9 6 18 12 -10 17 14 15 -14 -15 -16 -17 -18 -19 19 20 29 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-500.92749817264132 -48.134689252080108 -1033.0558939702394 32.091735034015592 -45188.89385325581 49093.1778490617 32671.947137216306 -4509.6680894252231 161070.9343998016 -54325.530044546926 -104056.41093750001 118328.8513153699 256269.33690476191 8417.0813616071446 5812.7594896015371 10220.349323010054 11288.779636154963 44316.288858506945 11583.836029731967 -2056.2566506410258 6392.1034803220573 30359.503506622314 -21746.985918953153 34910.128866679253 -65806.089111889363 156198.06468750001 3488.6361914853255 57192.341691450638 -3509.9109307065223 -152693.69067382812 112719.8200151716
leaf_weight=139718 1629650 15625 2522474 109 596 1007 175 63 349 31 49 21 28 1406 122 97 45 638 39 1403 320 2118 269 87 30 1152 352 115 20 56
leaf_count=139718 1629650 15625 2522474 109 596 1007 175 63 349 31 49 21 28 1406 122 97 45 638 39 1403 320 2118 269 87 30 1152 352 115 20 56
internal_value=0 29.177 58.2358 2563.66 7134.17 4501.78 6778.62 20549.7 -26773 26422.3 7569.31 -485.85 114101 17021.7 41198.8 51968.7 111756 6225.32 1158.85 -3646.11 10327.1 -13709.4 -15910.7 2176.5 66750 13913.9 36703.1 14686.4 -25611.2 42625.9
internal_weight=0 2.68851e+06 2.5488e+06 26322 10534 9269 8640 2504 629 1265 280 15788 91 2413 171 163 66 669 6136 4457 1866 2591 2522 1490 69 1679 527 404 135 376
internal_count=4318164 2688514 2548796 26322 10534 9269 8640 2504 629 1265 280 15788 91 2413 171 163 66 669 6136 4457 1866 2591 2522 1490 69 1679 527 404 135 376
is_linear=0
shrinkage=0.1


Tree=3082
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 4 0 0 5 5 5 0 5 2 2 3 0 5 5 0 5 3 0 5 5 2 0 6
split_gain=6.27081e+11 1.6901e+13 4.15427e+13 4.61061e+13 4.12141e+13 3.2334e+13 2.59664e+13 2.54839e+13 1.98945e+13 1.89897e+13 1.69983e+13 1.63149e+13 1.27398e+13 5.79062e+13 4.72832e+13 6.99254e+13 2.96816e+13 2.43183e+13 6.96949e+13 3.65532e+13 3.46806e+13 4.65133e+13 2.36641e+13 5.03902e+13 5.81633e+13 4.28834e+13 4.07246e+13 4.37035e+13 4.39547e+13 3.41835e+13
threshold=38.996948700000011 38.975980350000007 45.013473000000012 45.133160800000006 7.5000000000000009 95.020000000000024 45.091904500000005 2.5000000000000004 45.112033650000008 45.254062050000009 28.810000000000006 70.50500000000001 110.05000000000001 45.087005000000012 112.04500000000002 5.5000000000000009 3.5000000000000004 12.500000000000002 45.067452850000002 116.06000000000002 128.92000000000004 45.053747000000008 90.015000000000015 18.500000000000004 45.070824200000011 95.020000000000024 104.75000000000001 11.500000000000002 45.03656895000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 9 -3 10 -8 -9 -5 -4 -6 22 14 15 -14 -16 20 19 -19 21 -18 -12 24 25 -24 27 -27 -29 -25
right_child=-2 2 3 4 11 -7 7 8 -10 -11 12 -13 13 -15 16 -17 17 18 -20 -21 -22 -23 23 29 -26 26 -28 28 -30 -31
leaf_value=1.4186414190912693 -27.263054412177908 -13544.059080758621 -9645.9879771268388 7956.1822316948965 -7409.8340608096905 -80571.764305419929 9760.0304216206132 47533.647847673536 299.82402182334715 -11131.074904330046 4727.6855990952308 -25224.861266338645 -5703.7846491887021 160879.74259259261 -43145.629705584492 233663.50069633155 18805.576056985297 -84809.525022977949 -133387.14364442567 25676.835366736181 743.47422404917643 141281.79058388158 -31423.653898577009 14644.876627604166 -28605.851445148375 40357.734537604672 -13330.452128906252 58720.826864919363 235029.05336538461 -68149.889007688034
leaf_weight=1428691 2856253 717 906 2952 4239 80 2877 339 121 633 17913 585 26 27 108 23 68 34 37 251 129 57 105 66 357 209 100 31 26 204
leaf_count=1428691 2856253 717 906 2952 4239 80 2877 339 121 633 17913 585 26 27 108 23 68 34 37 251 129 57 105 66 357 209 100 31 26 204
internal_value=0 53.266 2283.06 2837.5 -3535.04 -20272.1 5068.98 13254.4 35109.1 4585.96 3747.96 -9570.24 4361.73 17057.6 11759.9 106652 4962.07 13982.3 -4266.96 12496 37117.1 74654.7 3854.19 -10396.1 1837.02 24911.5 41073.3 61525.8 139142 -47911.2
internal_weight=0 1.46191e+06 33220 32423 8409 797 24014 3337 460 3585 20677 4824 19771 760 733 49 684 576 322 285 254 125 19011 1098 828 471 366 266 57 270
internal_count=4318164 1461911 33220 32423 8409 797 24014 3337 460 3585 20677 4824 19771 760 733 49 684 576 322 285 254 125 19011 1098 828 471 366 266 57 270
is_linear=0
shrinkage=0.1


Tree=3083
num_leaves=31
num_cat=0
split_feature=5 4 3 1 5 2 5 5 3 0 4 3 1 2 0 0 4 2 2 2 1 1 2 5 5 0 1 0 3 5
split_gain=5.94837e+11 4.41101e+12 5.76753e+12 5.58625e+12 9.12524e+12 8.24941e+12 6.80074e+13 2.18962e+13 5.51112e+13 4.09597e+13 8.22031e+12 2.07446e+13 6.50857e+12 1.09298e+13 1.0375e+13 1.486e+13 1.18571e+13 7.99852e+12 6.91843e+12 6.04015e+12 6.02193e+12 6.0966e+12 5.75889e+12 1.05664e+13 7.00386e+12 1.18339e+13 1.1596e+13 3.03101e+13 9.93777e+12 2.01324e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 38.096381250000007 150.04500000000004 6.5000000000000009 225.45000000000002 225.45000000000002 5.5000000000000009 55.975961550000008 1.5000000000000002 9.5000000000000018 39.041623000000008 18.500000000000004 45.029420750000007 45.084117700000007 1.5000000000000002 16.500000000000004 15.500000000000002 12.500000000000002 37.487839250000007 36.761894450000007 7.5000000000000009 161.85000000000002 177.02500000000003 56.281985950000006 40.247294600000011 44.039893800000009 11.500000000000002 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 -6 -9 -12 14 17 -5 16 -16 18 19 22 21 -8 24 -24 25 28 27 -26 29 -14
right_child=1 -3 -4 12 5 6 20 10 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=2.5765842967446861 -66541.04869791666 -1029.9044453758324 45900.975048828128 87952.625994318179 -87569.534063430066 187583.604375 -16504.177982954545 -15767.977242249015 -169935.29500558038 109937.97500000001 -1404.8311528577303 97927.154629629629 756.94063546316966 -55116.848941532255 -66558.216601562497 37234.459502137383 23424.465943287039 57823.714229910722 -53121.640885416666 43001.862485351565 -43352.354101562501 47027.573462975546 -60758.412552787166 -670.82595633370545 -126412.77486979168 83442.471484375012 7093.5964648437503 -2673.1319310011063 -51115.66086309524 84181.606810897443
leaf_weight=4297453 24 18572 32 22 21 20 44 127 28 21 95 27 112 31 32 106 27 28 21 40 41 23 37 140 24 28 815 113 21 39
leaf_count=4297453 24 18572 32 22 21 20 44 127 28 21 95 27 112 31 32 106 27 28 21 40 41 23 37 140 24 28 815 113 21 39
internal_value=0 -534.631 3765.61 3125.68 -6470.74 -3245.49 18200.6 -11850.8 -61263.6 11184.2 2040.33 20578.5 5888.46 3622.58 23446 14845.2 -25379.7 4906.73 3840.77 4714.56 -13166.6 5305.23 3562.19 -13231.5 6142.47 23154.1 2568.6 -24350.1 13339.7 22303.7
internal_weight=0 20711 2139 2107 471 447 128 319 70 42 249 122 1636 1449 187 165 59 1418 1390 1369 108 67 1329 177 1152 200 952 137 172 151
internal_count=4318164 20711 2139 2107 471 447 128 319 70 42 249 122 1636 1449 187 165 59 1418 1390 1369 108 67 1329 177 1152 200 952 137 172 151
is_linear=0
shrinkage=0.1


Tree=3084
num_leaves=31
num_cat=0
split_feature=4 1 1 2 1 3 2 0 0 0 2 3 5 3 5 1 0 5 5 3 1 0 5 2 5 2 3 3 0 3
split_gain=6.52447e+11 2.42706e+12 2.34696e+13 3.8207e+13 1.8615e+13 3.26524e+13 2.26286e+13 1.49901e+13 1.77431e+13 1.3399e+13 1.2989e+13 2.40441e+13 1.61526e+13 1.40025e+13 1.04119e+13 1.97053e+13 1.49226e+13 1.17097e+13 1.05749e+13 1.38971e+13 1.00495e+13 8.92267e+12 2.1082e+13 7.3493e+12 5.48639e+12 2.4312e+13 4.27203e+13 1.64057e+13 3.4264e+13 4.96355e+13
threshold=4.5000000000000009 37.752451500000006 37.792847950000002 11.500000000000002 37.542000650000013 17.500000000000004 11.500000000000002 55.535913550000011 55.899899800000007 55.455204450000004 4.5000000000000009 11.500000000000002 110.05000000000001 4.5000000000000009 110.05000000000001 37.66934650000001 55.751981950000008 97.050000000000011 123.15000000000002 11.500000000000002 37.832345550000007 44.893607100000004 150.04500000000004 3.5000000000000004 177.02500000000003 15.500000000000002 11.500000000000002 5.5000000000000009 59.963407450000012 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 10 21 6 7 9 14 -6 12 -12 -3 -14 15 16 -9 -18 19 -16 -4 22 -2 -20 -23 26 27 -26 29 -29
right_child=1 2 20 -5 5 -7 -8 8 -10 -11 11 -13 13 -15 18 -17 17 -19 23 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.2462380115763323 12955.704432397959 23936.458463541669 -58941.371051897324 -56810.035282258061 -31992.681994047623 -115398.25990513393 89425.131406250002 -57034.385733695657 -91466.239809782608 -131439.96515625002 -35813.295943509613 110028.29138671875 72155.330326704541 182605.02156575522 123176.87625 -85757.985900878906 96806.063653273814 -3591.9766225961539 24873.817069128789 6702.8059523809534 1047.4806396938627 -136.88601164478925 -85573.830353565703 -51948.784160156254 -8808.6161944554315 -80681.20643807872 128371.15620117188 95391.264448832429 -88815.621856398822 -17541.450494025736
leaf_weight=4303792 49 21 28 31 42 35 20 23 23 20 26 20 22 24 20 32 21 26 33 21 10514 2786 39 20 237 27 32 91 21 68
leaf_count=4303792 49 21 28 31 42 35 20 23 23 20 26 20 22 24 20 32 21 26 33 21 10514 2786 39 20 237 27 32 91 21 68
internal_value=0 672.651 1435.88 41534.1 -1539.99 -23979.2 -13349.1 -20663.9 -8374.78 -64072.5 68513.5 27596.1 96606 129781 1375.75 -20750.1 8967.79 41266.7 25384.6 63519.4 888.148 710.623 -30710.8 -4115.84 1558.29 11480 17022 8477.26 31237 47093
internal_weight=0 14372 10686 144 3686 336 301 281 219 62 113 46 67 46 196 102 70 47 94 41 10542 3350 88 53 3262 476 449 417 180 159
internal_count=4318164 14372 10686 144 3686 336 301 281 219 62 113 46 67 46 196 102 70 47 94 41 10542 3350 88 53 3262 476 449 417 180 159
is_linear=0
shrinkage=0.1


Tree=3085
num_leaves=31
num_cat=0
split_feature=1 6 4 1 0 0 3 3 3 0 0 0 5 3 5 1 4 3 3 1 0 3 3 3 1 5 5 1 3 1
split_gain=6.00636e+11 5.19617e+12 1.2101e+13 1.17914e+13 1.37337e+13 2.62953e+13 2.58934e+13 2.87131e+13 1.23739e+13 2.79183e+13 1.45861e+13 1.90677e+13 1.56115e+13 1.24952e+13 1.21408e+13 1.15558e+13 2.41452e+13 2.02334e+13 2.84365e+13 2.00086e+13 8.94962e+13 6.54858e+13 3.68713e+13 7.80276e+13 8.32446e+13 5.53125e+13 6.78528e+13 4.17556e+13 4.03531e+13 1.15132e+14
threshold=38.781124500000011 1.5000000000000002 6.5000000000000009 38.422276900000007 55.860536450000005 55.87722990000001 15.500000000000002 24.500000000000004 8.5000000000000018 55.078308950000007 55.769960200000007 55.07108800000001 59.510000000000012 9.5000000000000018 45.985000000000007 37.998366300000008 3.5000000000000004 30.500000000000004 26.500000000000004 37.889331900000009 55.801980100000009 8.5000000000000018 16.500000000000004 9.5000000000000018 37.971176850000006 95.020000000000024 62.995000000000012 37.971176850000006 18.500000000000004 37.914142000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 8 6 -6 -8 9 -5 11 -10 -12 -13 -15 19 17 18 -17 -1 22 -22 23 27 25 26 -25 -21 29 -24
right_child=-2 -3 -4 4 5 -7 7 -9 10 -11 12 13 -14 14 -16 16 -18 -19 -20 20 21 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-302.96786304453934 -24.54991722965476 199.88588365434418 -74384.388449928985 1862.6476634837964 -3218.8172663370769 9359.2796805245544 211693.3598214286 55785.091854745377 -48446.034180206952 106706.35489864864 1885.7193869018556 -40459.66342126095 -38990.126004008373 10458.661754357861 46994.438644366201 -3229.6479692855619 -86397.425114397323 -91314.103906250006 108081.59619989811 -42279.424960588731 22309.846040766293 -14275.232331764661 75155.071123046873 23573.727973317964 -71259.799894304975 -115935.22879687502 71118.1029292413 32186.79689443644 9587.7847158421537 -6653.4517934247233
leaf_weight=414593 3012745 861451 22 81 24 168 21 27 47 37 240 33 153 253 142 10727 35 26 23 280 564 3692 180 1388 82 25 383 103 6735 3884
leaf_count=414593 3012745 861451 22 81 24 168 21 27 47 37 240 33 153 253 142 10727 35 26 23 280 564 3692 180 1388 82 25 383 103 6735 3884
internal_value=0 56.6582 -221.253 -217.578 9575.92 31028.6 81590.4 123995 4354.17 34737.4 223.736 12015 -14027.8 18654.4 23593 -244.698 -3473.93 -3204.6 -2991.49 -163.868 3166.56 -9427.02 7270.56 18882.7 27272 31770.7 33855.8 -22253.3 4839.3 -3030.04
internal_weight=0 1.30542e+06 443968 443946 1226 240 72 48 986 118 868 475 393 428 395 442720 10811 10776 10750 431909 17316 4256 13060 2261 1878 1796 1771 383 10799 4064
internal_count=4318164 1305419 443968 443946 1226 240 72 48 986 118 868 475 393 428 395 442720 10811 10776 10750 431909 17316 4256 13060 2261 1878 1796 1771 383 10799 4064
is_linear=0
shrinkage=0.1


Tree=3086
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 0 5 1 6 0 3 3 2 5 4 0 5 4 5 5 3 0 3 5 5 3 3 1 0
split_gain=5.82255e+11 7.28767e+12 1.38476e+13 1.94324e+13 7.10634e+13 7.06745e+13 2.43114e+14 2.44411e+14 1.27445e+14 1.20379e+14 1.91781e+14 1.96269e+14 1.26103e+14 9.23165e+13 9.15007e+13 1.16404e+14 9.11753e+13 8.61915e+13 8.06565e+13 2.51465e+14 1.10463e+14 7.42906e+13 9.96862e+13 6.99611e+13 6.84747e+13 1.027e+14 6.1563e+13 9.38108e+13 8.16361e+13 7.79756e+13
threshold=30.259484550000003 30.305955500000003 4.5000000000000009 59.950068600000009 59.932719750000011 9.5000000000000018 59.963407450000012 102.01000000000001 30.278357500000002 1.5000000000000002 59.982527000000012 6.5000000000000009 8.5000000000000018 3.5000000000000004 61.845000000000006 1.5000000000000002 59.963407450000012 116.06000000000002 1.5000000000000002 57.405000000000008 63.455000000000005 10.500000000000002 59.990816400000007 6.5000000000000009 43.810000000000009 70.00500000000001 13.500000000000002 12.500000000000002 30.278357500000002 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 7 18 9 23 11 16 14 -9 -13 -16 -11 -15 19 -7 -21 22 -8 -5 -14 -26 27 29 -29 -23
right_child=1 -3 3 5 -6 6 21 13 -10 10 -12 12 24 17 15 -17 -18 -19 -20 20 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=201.38032329339438 5824.3323629491097 5.275844729872003 -1640.8176321275373 103078.00032327586 -23003.393525750183 -63538.460284694149 121362.34729553774 -69288.272916666669 -2880.1231718909294 162695.03728125 11785.678457084325 82566.468301084067 -21511.15640625 151157.9262254902 -67066.865080492425 68431.673130122959 406986.61420454551 -8060.2750861672803 -79113.424324727035 248735.50876736111 36532.876681716727 42719.142093467715 14366.007314368522 -10397.582937995103 274293.66393229167 85284.915955010787 1836.1691404500621 -112209.91599786932 -1449.0898035922899 -16629.424525889757
leaf_weight=138955 2422 4145141 8469 58 1908 429 111 42 3939 50 920 258 20 102 132 122 22 51 757 36 77 256 404 859 57 58 10589 176 107 1637
leaf_count=138955 2422 4145141 8469 58 1908 429 111 42 3939 50 920 258 20 102 132 122 22 51 757 36 77 256 404 859 57 58 10589 176 107 1637
internal_value=0 -6.69572 -1463.31 -2021.06 -5568.72 -290.183 -4112.25 -42357.7 8403.77 25793.2 42025.8 80719.7 63290.6 62035.5 40621.1 -1984.89 237340 98085.2 -58028.8 -28580.2 104137 190.363 37427.4 -3220.28 149267 178968 -1311.95 -16631.6 -70332.1 -8603.42
internal_weight=0 4.17921e+06 34068 31646 10377 21269 14774 1494 6495 2556 1639 719 647 195 512 254 72 153 1299 542 113 13280 515 917 135 115 12765 2176 283 1893
internal_count=4318164 4179209 34068 31646 10377 21269 14774 1494 6495 2556 1639 719 647 195 512 254 72 153 1299 542 113 13280 515 917 135 115 12765 2176 283 1893
is_linear=0
shrinkage=0.1


Tree=3087
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 0 3 1 1 0 1 3 1 0 3 5 0 5 1 2 5 0 3 5 4 5 3 3 3 0
split_gain=6.50211e+11 5.06204e+12 4.76591e+13 2.67422e+13 2.32984e+13 7.1891e+13 4.41368e+13 3.56132e+13 3.90176e+13 4.89655e+13 2.97544e+13 2.99822e+13 4.99683e+13 6.78985e+13 5.6702e+13 4.19249e+13 3.78795e+13 3.42042e+13 3.39789e+13 4.07762e+13 5.57568e+13 2.97166e+13 2.93169e+13 2.80528e+13 3.75471e+13 3.39702e+13 4.07983e+13 2.7982e+13 5.37576e+13 2.70299e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 47.272352350000006 39.718803500000007 47.222459950000008 21.500000000000004 39.714575750000009 39.666208800000007 47.222459950000008 39.826386800000009 11.500000000000002 39.726951800000002 47.228519500000004 16.500000000000004 70.00500000000001 47.249522000000006 107.05000000000001 39.739656000000004 4.5000000000000009 109.05000000000001 47.249522000000006 17.500000000000004 132.05000000000004 3.5000000000000004 64.020000000000024 27.500000000000004 13.500000000000002 20.500000000000004 47.236539400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 10 8 -3 23 11 15 13 14 -13 -7 -15 -16 -17 20 -20 -14 -23 24 25 -10 -27 -9 -29 -30
right_child=1 3 -4 -5 5 6 -8 27 9 -11 -12 12 21 16 17 18 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-42.99099366988461 -113.22123898760795 -711.41972777704905 -7082.6856184000153 36.612707509546446 47275.524350058069 13105.876480465233 -2057.4052610932754 10912.455758134711 14745.692553604482 4648.014748546364 -8412.7213770700782 19091.536582241264 -1303.8036491380997 -5747.5883589608329 99402.35756237102 12960.281124507157 66366.465125168019 241981.85889160159 75637.266061435657 40259.734328573257 244656.56000000003 30051.328428538807 -8551.5258155218999 134520.4961616848 -71076.45451124238 56546.848931030283 -86448.691257440485 -17511.598190072709 5100.8824914577635 -44394.743864493532
leaf_weight=1938624 291938 14883 10153 2031380 407 1666 5739 860 860 9537 835 93 3289 336 106 214 93 20 89 244 25 673 278 23 41 400 21 2962 2259 116
leaf_count=1938624 291938 14883 10153 2031380 407 1666 5739 860 860 9537 835 93 3289 336 106 214 93 20 89 244 25 673 278 23 41 400 21 2962 2259 116
internal_value=0 35.025 -347.459 90.6436 2473.1 5858.1 4627.67 979.068 2616.13 7167.12 9446.86 11539.6 7150.51 33013.4 78318.7 21125.7 9885.53 122034 44484.3 63328.2 112703 3197.88 18766.8 25029.3 23124.4 26139.4 49414.1 -5827.26 -8524.69 2683.41
internal_weight=0 2.37954e+06 302091 2.07745e+06 46069 14107 13700 31962 25765 10882 7961 7126 4888 648 219 2238 429 126 572 358 114 4240 951 1345 1322 1281 421 6197 5337 2375
internal_count=4318164 2379540 302091 2077449 46069 14107 13700 31962 25765 10882 7961 7126 4888 648 219 2238 429 126 572 358 114 4240 951 1345 1322 1281 421 6197 5337 2375
is_linear=0
shrinkage=0.1


Tree=3088
num_leaves=31
num_cat=0
split_feature=5 1 5 3 6 0 2 0 3 2 2 5 3 3 3 5 4 5 5 6 2 3 5 5 5 3 2 5 2 2
split_gain=6.07199e+11 4.80584e+12 3.85139e+13 2.36055e+13 1.86066e+13 1.16697e+13 1.14077e+13 1.31469e+13 5.37763e+13 2.60034e+13 2.08865e+13 2.51727e+13 1.77746e+13 1.52896e+13 2.15048e+13 7.79816e+13 4.67657e+13 2.50463e+13 4.13951e+13 3.70645e+13 2.64109e+13 2.09935e+13 1.7357e+13 3.56725e+13 1.70092e+13 1.51047e+13 1.42236e+13 2.23633e+13 1.27203e+13 1.19443e+13
threshold=96.015000000000015 20.507360500000004 99.555000000000021 7.5000000000000009 1.5000000000000002 54.708501450000007 9.5000000000000018 54.708501450000007 8.5000000000000018 8.5000000000000018 2.5000000000000004 132.05000000000004 9.5000000000000018 6.5000000000000009 3.5000000000000004 112.04500000000002 3.5000000000000004 112.04500000000002 116.06000000000002 1.5000000000000002 2.5000000000000004 4.5000000000000009 125.85000000000001 150.04500000000004 104.75000000000001 7.5000000000000009 5.5000000000000009 116.06000000000002 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 10 13 -4 -12 -11 14 15 -9 17 19 -19 -16 21 -21 29 -24 -22 26 -15 -28 -10 -20
right_child=1 -3 6 4 -6 -7 -8 9 28 12 11 -13 -14 25 16 -17 -18 18 22 20 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=7.1030282099389881 3203.3998699188232 -132.95170378821044 -14402.61479388298 -17301.573144531252 -141509.5692349138 -83673.467679398149 27208.068011209241 -162501.42208333337 -21645.712748579546 -134050.44119318182 -137474.26496167455 -14031.242317708335 -23963.816845703128 -112197.85387961648 -53110.7109375 31944.55616122159 -18834.364545415523 -92437.149107142861 115135.10317095589 94180.515377286589 87126.147821969702 -19378.804166666665 -41180.142885044646 95461.57823275862 188657.47679924243 -132.50420451536019 53726.06458333334 -54795.645080566406 69601.190289062492 41168.214677254102
leaf_weight=4168594 64 147628 47 52 29 54 138 30 22 22 53 24 44 22 20 66 182 28 34 41 33 27 56 29 33 590 27 64 50 61
leaf_count=4168594 64 147628 47 52 29 54 138 30 22 22 53 24 44 22 20 66 182 28 34 41 33 27 56 29 33 590 27 64 50 61
internal_value=0 -197.965 -5140.19 -46818.1 -70532 -51113.7 -381.774 -2753.98 -27020.2 621.582 -66933.9 -98998.5 -60659.4 3633.15 14815.9 -28819.8 22516.3 43305.9 20672.7 73875.4 92828.6 49090.8 38267.5 5438.8 137892 -6547.44 -40041.3 -22596.9 41720.2 67640.6
internal_weight=0 149570 1942 199 135 106 1743 1605 196 1409 124 77 66 1343 640 96 544 362 208 154 134 68 180 85 66 703 113 91 72 95
internal_count=4318164 149570 1942 199 135 106 1743 1605 196 1409 124 77 66 1343 640 96 544 362 208 154 134 68 180 85 66 703 113 91 72 95
is_linear=0
shrinkage=0.1


Tree=3089
num_leaves=31
num_cat=0
split_feature=4 3 3 0 5 0 0 3 0 0 1 1 0 5 0 1 2 0 0 0 4 2 5 1 3 3 2 3 2 0
split_gain=6.06899e+11 2.56904e+12 1.84947e+13 1.4969e+13 1.60285e+13 2.44874e+13 1.06933e+13 1.00814e+13 1.11505e+13 9.90758e+12 1.33261e+13 9.32666e+12 8.78067e+12 1.42943e+13 1.12256e+13 9.17452e+12 1.53478e+13 2.03576e+13 7.61136e+12 9.84545e+12 1.96654e+13 1.22272e+13 2.09856e+13 1.86646e+13 1.16634e+13 2.99801e+13 2.87854e+13 2.18717e+13 1.1478e+13 1.05229e+13
threshold=4.5000000000000009 7.5000000000000009 8.5000000000000018 44.982728700000003 132.05000000000004 55.030402950000003 53.973051950000006 6.5000000000000009 59.950068600000009 56.301440000000007 82.911991800000024 38.151577750000008 44.998833400000002 161.85000000000002 56.143542450000005 82.91993380000001 4.5000000000000009 54.864040150000001 42.966471700000007 45.03656895000001 6.5000000000000009 2.5000000000000004 125.85000000000001 39.047276750000002 10.500000000000002 15.500000000000002 10.500000000000002 16.500000000000004 6.5000000000000009 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 11 6 -6 -2 12 10 -7 -5 13 -9 15 -14 -17 -18 -4 20 21 22 -20 -24 29 26 28 -27 -26 -23
right_child=1 2 18 4 5 9 -8 8 -10 -11 -12 -13 14 -15 -16 16 17 -19 19 -21 -22 24 23 -25 25 27 -28 -29 -30 -31
leaf_value=-2.1664139138517915 330.05971557429098 -30276.082638888889 36798.986842889302 53880.936643145164 37046.275405092594 -100053.84488281251 128785.08022460938 -14620.273503483955 -67223.364717060816 24463.045284090913 6821.7277622767861 141470.48207519532 -40565.753003472229 83262.641500000012 5735.633232485703 -58330.3681640625 -28229.434517045454 109420.75197172619 10.687571716308595 1923.7241267137342 -90028.218046875001 30791.407859450119 -142226.04230324074 -14769.781494140625 -85473.652529761908 93577.931626157413 -137300.20735887098 -3723.8191101074221 1654.2186270254633 -16841.77430160985
leaf_weight=4303792 6490 36 59 31 27 20 24 37 37 55 28 20 180 25 153 26 22 21 64 6425 30 156 27 20 21 27 31 160 54 66
leaf_count=4303792 6490 36 59 31 27 20 24 37 37 55 28 20 180 25 153 26 22 21 64 6425 30 156 27 20 21 27 31 160 54 66
internal_value=0 648.748 1949.93 29196.1 39640 23548.6 80217.5 -725.024 -14392.7 -4510.69 -37709.8 88229.8 -10179.9 24848.6 -15582.3 -28681.3 2321.72 38995.1 1030.28 732.246 -10937.3 -7147.04 -37250.6 -87989.3 -658.698 -13758.1 -56244.6 10325.1 -22741.6 16630.2
internal_weight=0 14372 7381 241 205 154 51 6991 501 103 48 51 464 62 402 249 69 43 7140 7081 656 626 111 47 515 293 106 187 75 222
internal_count=4318164 14372 7381 241 205 154 51 6991 501 103 48 51 464 62 402 249 69 43 7140 7081 656 626 111 47 515 293 106 187 75 222
is_linear=0
shrinkage=0.1


Tree=3090
num_leaves=31
num_cat=0
split_feature=4 1 1 5 5 0 1 5 4 5 1 5 5 2 0 5 2 0 3 3 5 5 0 5 6 2 2 1 6 3
split_gain=6.67601e+11 5.85008e+12 6.85081e+12 4.46007e+12 8.79919e+12 4.13508e+12 5.88689e+11 3.32932e+12 6.26503e+12 1.5289e+13 1.3167e+13 2.78299e+13 2.10717e+13 1.96059e+13 1.38466e+13 1.28849e+13 1.96428e+13 1.33037e+13 1.26812e+13 1.53772e+13 1.20982e+13 1.13405e+13 2.21867e+13 1.16624e+13 1.68257e+13 1.85062e+13 2.08827e+13 1.31302e+13 1.12969e+13 1.11213e+13
threshold=8.5000000000000018 39.753614400000011 43.808567100000012 150.04500000000004 54.990000000000002 55.68356880000001 83.000022850000008 59.005000000000003 1.5000000000000002 49.010000000000012 83.026705000000007 42.605000000000011 56.505000000000003 6.5000000000000009 55.046835900000012 54.410000000000004 1.5000000000000002 55.013931500000005 17.500000000000004 18.500000000000004 39.995000000000012 53.995000000000012 51.83362145000001 58.605000000000011 1.5000000000000002 8.5000000000000018 2.5000000000000004 83.001749100000012 1.5000000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -4 -1 8 9 -8 11 14 13 15 -10 -13 -17 -18 -14 -20 -16 -11 -23 24 -24 26 -26 -25 -29 -12
right_child=1 2 5 -5 -6 -7 7 -9 10 21 29 12 18 -15 20 16 17 -19 19 -21 -22 22 23 27 25 -27 -28 28 -30 -31
leaf_value=13.660192609277226 865.994140625 -57406.218701171878 35980.494285156252 -3214.1500000000001 89327.108882472836 -24211.854799107143 -37.425339058240532 -480.15466700371428 -5861.5074155027578 -8406.8260155561256 -148.44394920709632 12073.292233830303 2151.5111963378672 2067.6661675283844 5648.2594094669121 91855.516067442601 44923.211076815169 -2009.9424787850214 -44891.262671685989 12470.622483723959 -42826.660347877361 -53537.033512766764 9139.5522230140341 -21676.412747995477 -9265.8515491921335 -12920.342177573868 8971.2774664367935 -5270.5255368992111 17296.536574291687 3616.9560141508236
leaf_weight=3782787 22 24 25 31 23 21 242274 160103 988 3527 90426 2986 13888 2354 68 49 126 116 124 75 212 82 1912 456 998 1156 1693 2788 241 8589
leaf_count=3782787 22 24 25 31 23 21 242274 160103 988 3527 90426 2986 13888 2354 68 49 126 116 124 75 212 82 1912 456 998 1156 1693 2788 241 8589
internal_value=0 6761.99 -14095.5 25972.9 46079.5 8501.38 -0.228634 -98.389 64.5469 -215.729 660.425 2935.71 3859.17 9029.7 -11424.6 14030.8 34117.2 22426.3 1792.36 -23272.5 -31054.2 -3576.69 -1749.98 -1290.59 1472.47 -2338.15 2207.75 -5856.59 -3475 178.184
internal_weight=0 146 70 76 45 46 4.31802e+06 535231 375128 255127 120001 20986 19718 5631 1268 3277 291 242 14087 199 280 12853 9326 9244 5759 3847 2691 3485 3029 99015
internal_count=4318164 146 70 76 45 46 4318018 535231 375128 255127 120001 20986 19718 5631 1268 3277 291 242 14087 199 280 12853 9326 9244 5759 3847 2691 3485 3029 99015
is_linear=0
shrinkage=0.1


Tree=3091
num_leaves=31
num_cat=0
split_feature=1 2 5 0 5 4 5 5 0 0 6 5 0 0 0 5 3 6 3 1 0 3 1 1 5 5 5 0 3 4
split_gain=6.97942e+11 2.3942e+12 5.21754e+12 4.97774e+12 5.79747e+12 9.24422e+12 5.5134e+12 4.38926e+12 4.37804e+12 8.77772e+12 1.0732e+13 1.17303e+13 8.5516e+12 6.99987e+12 2.22194e+13 7.33708e+12 6.71766e+12 6.33113e+12 6.16555e+12 5.96152e+12 1.14037e+13 8.72172e+12 6.14591e+12 5.89946e+12 5.78001e+12 5.52324e+12 4.63409e+12 4.50745e+12 1.43789e+13 1.15462e+13
threshold=91.398302750000013 1.5000000000000002 13.050000000000002 56.054485600000007 118.33500000000002 4.5000000000000009 27.010000000000002 225.45000000000002 56.197733450000008 56.301440000000007 1.5000000000000002 77.715000000000018 56.24640500000001 56.338501050000012 56.635684300000008 50.805000000000007 5.5000000000000009 1.5000000000000002 6.5000000000000009 114.17164950000002 57.814144100000007 4.5000000000000009 93.043229050000022 93.043229050000022 54.410000000000004 83.010000000000005 58.755000000000003 56.143542450000005 6.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 6 -5 -2 27 10 12 23 26 16 15 -15 -11 -18 -13 20 -16 -22 24 -12 -23 -20 -10 29 -29 -4
right_child=1 2 8 4 -6 -7 -8 -9 9 13 11 18 -14 14 19 -17 17 -19 25 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.4133396257504689 -1663.4661355899943 12527.95446452284 451.23849846637563 -14636.27775917253 -37862.21810980903 49124.729687500003 2720.5248568773709 43033.748437500006 30394.349118513404 16113.34371341575 -49322.317474724267 -9523.6246570121948 -8168.6667519217372 -12985.488623847337 23894.280842141547 -58328.069155386991 -47716.182343937806 2663.9876720316638 -32366.261160888676 1074.2816257148058 8197.0904353934693 -8686.414361572266 -14048.690602960782 -7316.5240847717596 44320.422979058167 -86761.851618303568 6921.6240440770198 -2033.6600320146827 15563.19409648534 68418.61751562501
leaf_weight=4176165 16134 353 106856 191 36 42 4376 22 123 497 34 41 298 61 119 86 26 614 40 6382 261 48 1082 2010 36 35 266 1103 802 25
leaf_count=4176165 16134 353 106856 191 36 42 4376 22 123 497 34 41 298 61 119 86 26 614 40 6382 261 48 1082 2010 36 35 266 1103 802 25
internal_value=0 218.025 388.136 -773.133 2111.88 2424.11 1994.63 -1602.6 352.674 -1455.15 -6308.24 -9770.81 4578.45 44.7134 -989.659 -39512.4 7390.85 617.293 -40705 -275.375 -5846.85 -8327.02 -12025.8 -8015.25 14030.8 -57750.9 14343.6 553.073 5374.57 467.136
internal_weight=0 141999 121198 20801 4645 4609 4567 16156 120845 12059 2847 2160 687 9212 8075 147 1137 640 116 7928 1546 1427 1166 2044 84 75 389 108786 1905 106881
internal_count=4318164 141999 121198 20801 4645 4609 4567 16156 120845 12059 2847 2160 687 9212 8075 147 1137 640 116 7928 1546 1427 1166 2044 84 75 389 108786 1905 106881
is_linear=0
shrinkage=0.1


Tree=3092
num_leaves=31
num_cat=0
split_feature=4 1 0 2 3 5 5 5 5 5 5 1 3 3 1 0 2 0 0 5 0 0 5 1 0 1 0 2 6 2
split_gain=6.04223e+11 6.22632e+12 6.70819e+12 1.69169e+13 9.16749e+12 1.01315e+13 1.29906e+13 7.51353e+12 7.83267e+12 7.42721e+12 1.21005e+13 1.25881e+13 1.81474e+13 4.03724e+13 3.4971e+13 1.87212e+13 1.16788e+13 2.74413e+13 1.63095e+13 2.82545e+13 1.54623e+13 1.44135e+13 1.34427e+13 1.0551e+13 9.82881e+12 1.37982e+13 1.10645e+13 8.39776e+12 8.23886e+12 1.55193e+13
threshold=1.0000000180025095e-35 39.110397700000007 44.580511600000001 8.5000000000000018 3.5000000000000004 52.990000000000002 45.985000000000007 39.995000000000012 26.005000000000006 29.985000000000003 35.710000000000008 30.346469350000003 18.500000000000004 17.500000000000004 30.305955500000003 59.939091550000008 1.5000000000000002 55.885524800000006 59.882016200000002 60.905000000000008 59.950068600000009 60.017447350000005 53.995000000000012 30.578016350000002 59.916647550000008 30.315880100000005 59.963407450000012 6.5000000000000009 1.5000000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 28 11 12 13 24 -15 -16 17 -12 19 -19 22 -22 -20 -13 27 -26 -27 -11 29 -4
right_child=-2 -3 9 -5 5 -7 -8 -9 -10 10 16 23 -14 14 15 -17 -18 18 20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-21017.830978337744 -9.1597199633223525 488.66868152926554 5185.6702877411626 -69567.852962239587 -965.2716840601679 -25023.423965845355 103126.46265300404 -28992.791789062503 38800.315383236535 5873.6558712307497 -25735.779043240022 -16122.429459677849 -13816.402914559618 -6616.2025862068976 65119.001936141314 187892.91620370373 2843.1991634915794 20261.990565074575 1289.901328125 149355.93437500001 87526.77663690476 -29636.039229910719 -113264.22023809525 -5112.8806390890286 3300.8971427895749 80047.021429313507 20184.287929687503 -30922.478959819251 -1099.0338833684116 -460.53181539606499
leaf_weight=55 4073891 169320 7090 24 67 39 22 25 190 139 432 1008 373 29 23 27 4499 88 20 21 21 21 21 6380 351 47 90 112 38205 15534
leaf_count=55 4073891 169320 7090 24 67 39 22 25 190 139 432 1008 373 29 23 27 4499 88 20 21 21 21 21 6380 351 47 90 112 38205 15534
internal_value=0 152.762 -606.056 11966.4 16883.1 22960.5 29116.3 23342.4 28433.4 -677.242 -2780.57 -5077 4463.47 12798.9 80746.5 131417 1065.04 -11755.4 19700.4 45133.3 -13699.3 28945.4 -57384.2 -6615 5535.23 13806.2 40721.1 -10545.3 -203.457 1308.9
internal_weight=0 244273 74953 422 398 343 304 282 257 74531 13702 8579 1191 818 79 50 5123 624 192 109 83 42 41 7388 739 488 137 251 60829 22624
internal_count=4318164 244273 74953 422 398 343 304 282 257 74531 13702 8579 1191 818 79 50 5123 624 192 109 83 42 41 7388 739 488 137 251 60829 22624
is_linear=0
shrinkage=0.1


Tree=3093
num_leaves=31
num_cat=0
split_feature=1 5 0 5 2 4 2 5 2 5 0 4 2 5 3 5 1 0 5 4 5 6 2 0 5 5 2 0 0 2
split_gain=5.9746e+11 2.34065e+12 3.60133e+12 3.80502e+12 4.17864e+12 5.55155e+12 4.39554e+12 4.85869e+12 3.81276e+12 3.10715e+12 3.0244e+12 2.75721e+12 3.63003e+12 2.73083e+12 2.50904e+12 7.15243e+12 5.95897e+12 1.26541e+13 6.19182e+12 6.4854e+12 1.29312e+13 7.47229e+12 7.69321e+12 6.99515e+12 7.25037e+12 1.62069e+13 5.75996e+12 5.75989e+12 7.99862e+12 5.65644e+12
threshold=113.46563545000002 37.005000000000003 52.056565900000003 32.910000000000004 5.5000000000000009 1.0000000180025095e-35 4.5000000000000009 25.005000000000006 7.5000000000000009 31.990000000000006 59.916647550000008 1.5000000000000002 2.5000000000000004 24.010000000000002 9.5000000000000018 41.505000000000003 114.17164950000002 51.83362145000001 58.995000000000012 2.5000000000000004 83.010000000000005 1.5000000000000002 5.5000000000000009 52.056565900000003 95.020000000000024 81.910000000000011 1.5000000000000002 52.056565900000003 51.83362145000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -5 -9 11 13 -13 -4 16 27 17 -3 26 20 21 -20 -23 29 25 -25 -19 28 -16 -21
right_child=1 14 10 8 -6 6 7 9 -10 -11 -12 12 -14 -15 15 -17 -18 18 19 23 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.0327100512457545 29904.399446481177 -29152.73139853598 37831.464309353301 -10595.469998269004 -20654.905253616183 -3292.3405001141491 58206.030869140632 645.30527045067322 7635.1094933143031 26782.084839680989 -1862.3620551512909 9428.0371561686206 -45572.208918253586 5599.1807711383253 5320.3788591740813 -2476.2766364330719 -346.29992159634054 -4867.8269020444523 -7624.4238061523447 9228.8925861150565 -26974.682635788689 16254.538399338944 42407.815710165334 -147.41936004828221 36206.328045099435 -46366.253397529072 3205.8456589653297 -4785.9098043387276 36690.894285273731 -12227.034575530774
leaf_weight=4289649 61 119 27 976 101 1279 20 188 130 60 1276 24 24 993 209 4320 9446 1111 80 1980 63 325 172 644 44 86 4318 175 133 131
leaf_count=4289649 61 119 27 976 101 1279 20 188 130 60 1276 24 24 993 209 4320 9446 1111 80 1980 63 325 172 644 44 86 4318 175 133 131
internal_value=0 456.225 -1471.51 -3882.46 -924.82 314.445 -852.321 10792.4 -8452.64 6968.72 1423.89 5350.16 -18072.1 6452.39 882.034 -1146 1411.74 3242.05 3672.58 6936.06 16043 20739.9 25305.6 4915.81 -3216.22 -5592.38 1553.64 9969.66 17520 7897.43
internal_weight=0 28515 5159 2815 1709 1608 1547 268 1106 248 2344 1068 48 1020 23356 4837 18519 9073 8954 3525 640 577 497 2885 774 730 5429 517 342 2111
internal_count=4318164 28515 5159 2815 1709 1608 1547 268 1106 248 2344 1068 48 1020 23356 4837 18519 9073 8954 3525 640 577 497 2885 774 730 5429 517 342 2111
is_linear=0
shrinkage=0.1


Tree=3094
num_leaves=31
num_cat=0
split_feature=1 0 0 5 5 1 3 4 5 2 5 3 1 3 3 5 4 5 2 5 1 0 1 5 6 1 5 0 0 0
split_gain=6.17808e+11 3.17972e+12 7.40568e+12 1.09624e+13 2.99321e+13 1.84249e+13 2.60146e+13 1.72397e+13 1.9183e+13 1.49045e+13 1.45495e+13 1.28604e+13 9.68268e+12 8.8151e+12 8.62079e+12 8.40941e+12 7.51537e+12 7.1813e+12 8.04279e+12 1.43482e+13 6.82214e+12 6.7194e+12 3.01373e+13 2.28513e+13 3.50144e+13 1.93972e+13 1.85659e+13 1.81173e+13 4.89397e+13 1.63599e+13
threshold=83.000022850000008 53.37994195000001 53.355366400000001 104.75000000000001 120.05000000000001 83.761389800000003 12.500000000000002 3.5000000000000004 84.030000000000015 5.5000000000000009 86.02500000000002 12.500000000000002 83.761389800000003 8.5000000000000018 19.500000000000004 161.85000000000002 3.5000000000000004 35.505000000000003 16.500000000000004 89.00500000000001 83.093115700000013 54.736324100000012 86.192907650000009 50.410000000000004 1.5000000000000002 91.910414550000013 76.00500000000001 54.194619400000008 54.484631300000011 54.484631300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 7 16 6 -6 8 -4 11 -9 13 -11 -10 20 -8 -5 -16 -19 -20 -2 22 23 -3 27 -24 -26 -25 -29 -27
right_child=1 21 3 4 5 -7 15 10 9 12 -12 -13 -14 -15 17 -17 -18 18 19 -21 -22 -23 25 24 26 29 -28 28 -30 -31
leaf_value=14.227800310873636 -53143.853067270917 -2761.6776416662233 2422.7206183294693 49463.529972956734 -112998.11865234375 67509.401966594829 54455.991140625003 -2897.9649534785285 29308.550019531249 -8276.3642898437502 -35773.190364465394 5699.7304846938778 45385.036667798915 87715.078339041094 26106.799845092773 -21040.425933159724 123504.29864628235 -19270.48781095806 -5087.1834404667725 82893.465383184535 179.07768012055197 -106.37661039430785 950.14063527695362 1675.3751363339632 -12686.358824254841 -31221.858939042701 -37110.753700295696 119629.17931818182 -25742.907124023437 19290.329287109376
leaf_weight=3782924 24 7329 12151 26 24 29 25 385 40 125 207 49 46 73 50 36 29 532 158 21 87610 401029 21382 138 2875 323 349 55 40 80
leaf_count=3782924 24 7329 12151 26 24 29 25 385 40 125 207 49 46 73 50 36 29 532 158 21 87610 401029 21382 138 2875 323 349 55 40 80
internal_value=0 -100.558 402.864 2608.01 27913.8 -1317.87 -24800.1 2280.95 3071.65 26750.7 -14393.2 48486.6 6158.87 67040.2 72.4472 9900.73 88503.2 -10525.1 -13101.1 5234.57 164.474 -218.565 -1599.88 -5922.88 -12624.8 540.485 -15330.3 24811.5 58419.9 -21194.6
internal_weight=0 535240 101640 13245 169 114 85 13076 12484 333 592 162 171 113 88395 61 55 761 711 179 87634 433600 32571 10786 3457 21785 3224 233 95 403
internal_count=4318164 535240 101640 13245 169 114 85 13076 12484 333 592 162 171 113 88395 61 55 761 711 179 87634 433600 32571 10786 3457 21785 3224 233 95 403
is_linear=0
shrinkage=0.1


Tree=3095
num_leaves=31
num_cat=0
split_feature=3 6 1 5 1 5 2 5 1 1 0 1 1 1 0 5 5 5 0 5 1 0 0 1 1 0 0 4 5 1
split_gain=6.17687e+11 2.77282e+12 5.09327e+12 2.14061e+13 7.1225e+12 4.93004e+12 7.69299e+12 3.81977e+12 7.77516e+12 3.49825e+12 5.8783e+12 3.98011e+12 7.34685e+12 7.05675e+12 5.78477e+12 5.71016e+12 5.66247e+12 9.44359e+12 5.96018e+12 5.16641e+12 6.85253e+12 5.61799e+12 4.4462e+12 3.84243e+12 4.88655e+12 3.65436e+12 7.59539e+12 3.41956e+12 6.98338e+12 7.7988e+12
threshold=2.5000000000000004 1.5000000000000002 34.359746700000009 71.00500000000001 30.578016350000002 150.04500000000004 1.5000000000000002 132.05000000000004 43.94115175000001 53.140944450000006 57.692655200000004 39.666208800000007 39.188277450000008 39.753614400000011 56.009576300000013 116.06000000000002 83.010000000000005 98.020000000000024 55.388132500000005 109.05000000000001 37.597123000000003 55.212972300000011 45.133160800000006 37.66934650000001 38.422276900000007 55.784980300000008 56.121679000000007 1.5000000000000002 33.805000000000007 37.792847950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 9 -9 10 11 12 14 22 19 16 25 -18 -19 20 21 -4 -13 -22 -25 -15 -27 28 29 -3
right_child=-2 27 5 -5 -6 6 -8 8 -10 -11 -12 13 -14 15 -16 -17 17 18 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=64177.994633556555 -6.2014744911217976 6477.4005799002298 4772.5971732474663 -89881.754202706477 -18183.007696242563 68013.642741935488 -4999.1542037398731 12140.332981770835 -64223.074869791664 14474.995359934113 -26975.133444940475 -71768.973366477279 57823.418990990431 -4420.9867753826211 60414.081816406251 48419.734960937501 -71924.352057756696 38967.904893909807 -36459.267871093754 -8307.7883821333962 62075.324467773433 -61010.129453125002 -7439.8458333333328 640.12478705512149 29225.538634889515 66643.530794270846 6503.2729823521213 485.77194219770985 -3123.6631930953804 -382.04019418860253
leaf_weight=21 4205107 1840 37 28 21 31 27 30 24 324 63 22 31 244 20 25 28 22 20 174 20 20 21 108 134 24 168 84031 8789 16710
leaf_count=21 4205107 1840 37 28 21 31 27 30 24 324 63 22 31 244 20 25 28 22 20 174 20 20 21 108 134 24 168 84031 8789 16710
internal_value=0 230.661 4254.48 -22154.2 22997.5 5397.71 34024.9 4332.69 -21799 5270.3 2745.05 4419.8 10548.7 -1388.78 7691.95 1766.47 -538.537 -26939.6 3050.2 5553.12 13113.6 -18309.1 -40352.4 19949.9 16468.4 3700.17 14020.8 169.71 -801.761 298.357
internal_weight=0 113057 1687 70 42 1617 58 1559 54 1505 1181 1118 544 574 513 531 506 70 42 493 319 57 43 262 242 436 192 111370 27339 18550
internal_count=4318164 113057 1687 70 42 1617 58 1559 54 1505 1181 1118 544 574 513 531 506 70 42 493 319 57 43 262 242 436 192 111370 27339 18550
is_linear=0
shrinkage=0.1


Tree=3096
num_leaves=31
num_cat=0
split_feature=5 4 1 1 4 1 3 0 3 0 1 3 1 0 2 2 2 3 0 1 4 1 3 2 1 1 0 0 2 0
split_gain=5.88665e+11 6.93102e+12 1.38486e+13 3.87738e+13 1.85129e+13 2.31303e+13 2.96693e+13 3.53544e+13 1.91611e+13 1.56663e+13 2.23975e+13 2.72598e+13 1.98039e+13 2.32159e+13 2.24315e+13 1.43727e+13 1.87415e+13 1.93175e+13 1.57921e+13 1.04463e+13 1.22316e+13 1.06329e+13 1.17469e+13 2.78746e+13 1.03131e+13 9.61571e+12 7.60625e+12 7.06657e+12 6.9372e+12 1.45804e+13
threshold=150.04500000000004 5.5000000000000009 47.208373000000009 43.94115175000001 7.5000000000000009 41.950906500000009 3.5000000000000004 55.576287050000012 6.5000000000000009 56.876792350000009 50.888703650000004 5.5000000000000009 60.611165000000007 53.340367100000002 4.5000000000000009 11.500000000000002 8.5000000000000018 8.5000000000000018 45.063245200000004 37.475443250000005 6.5000000000000009 30.362552800000003 5.5000000000000009 4.5000000000000009 30.346469350000003 38.233559750000005 55.793358600000012 59.932719750000011 2.5000000000000004 55.74310830000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 28 3 4 5 6 7 -3 24 10 11 -4 14 -14 -12 16 17 19 -17 21 25 22 27 -24 -6 -21 -13 -8 29 -2
right_child=1 2 9 -5 8 -7 15 -9 -10 -11 12 26 13 -15 -16 18 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.2238671238477354 -1743.1196091083109 -118024.49537421332 -127019.11984675481 107244.41809593023 -48775.470584239134 100270.97036290323 38846.111653645836 20266.772152549343 -89044.279029676647 -85174.024768518517 153511.15901925226 24355.216243489587 74968.905803571441 -56045.030037006589 7349.3000000000002 36919.395089285717 109233.23761574074 -49972.561902225381 -77797.870103236608 146370.884765625 2134.6970703125003 -21897.095283410905 120277.46208809095 5355.5306173573372 36949.054991319448 54141.772686298078 -52560.160312500004 -19763.951009114586 -2436.2550661406053 11170.364186491222
leaf_weight=4302555 2696 36 26 43 23 31 36 38 36 27 21 36 21 38 21 21 27 33 28 20 21 47 39 46 36 26 20 48 10774 1294
leaf_count=4302555 2696 36 26 43 23 31 36 38 36 27 21 36 21 38 21 21 27 33 28 20 21 47 39 46 36 26 20 48 10774 1294
internal_value=0 -613 8195.15 15557.2 8897.46 16628.9 11064.7 -47010.1 -31550.1 -14066.2 -3574.9 -42401.4 27947.6 -9412.95 80430.2 22027.8 29265.1 22432.4 -28633.3 30875.4 65372.1 20175 31875.5 58084.4 3531.02 94241.4 -3114.56 5354.65 -1117.12 2444.86
internal_weight=0 15609 845 635 592 497 466 74 95 210 183 82 101 59 42 392 343 316 49 283 67 216 169 85 59 46 56 84 14764 3990
internal_count=4318164 15609 845 635 592 497 466 74 95 210 183 82 101 59 42 392 343 316 49 283 67 216 169 85 59 46 56 84 14764 3990
is_linear=0
shrinkage=0.1


Tree=3097
num_leaves=31
num_cat=0
split_feature=4 1 2 5 1 5 0 0 1 3 3 5 5 3 1 1 2 1 6 0 1 5 5 1 3 1 1 2 5 2
split_gain=7.01315e+11 5.3562e+12 1.04529e+13 1.18976e+13 4.68695e+12 6.12018e+11 7.22953e+12 4.76399e+13 5.40901e+13 4.18479e+13 4.62687e+13 5.22081e+13 7.75357e+13 3.92231e+13 7.62224e+13 4.3857e+13 3.99689e+13 3.91331e+13 3.79348e+13 3.41623e+13 7.25934e+13 3.07542e+13 3.77656e+13 2.82905e+13 4.12395e+13 2.82902e+13 4.41334e+13 4.01603e+13 4.29122e+13 4.65173e+13
threshold=8.5000000000000018 42.09605220000001 2.5000000000000004 69.610000000000014 47.473138800000008 81.910000000000011 55.801980100000009 55.795550600000006 49.177301950000007 3.5000000000000004 14.500000000000002 85.020000000000024 86.810000000000016 8.5000000000000018 37.792847950000002 37.752451500000006 6.5000000000000009 48.712293450000011 1.5000000000000002 55.812836050000008 37.314272700000011 92.035000000000011 87.395000000000024 37.737121850000008 6.5000000000000009 37.615058950000012 37.726745000000001 13.500000000000002 83.010000000000005 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 -1 7 -7 9 -9 11 23 -13 14 -14 -15 -17 -16 -10 20 -8 22 -12 -11 -25 27 -27 28 29 -22
right_child=1 4 3 -5 -6 6 19 8 18 10 21 12 13 15 17 16 -18 -19 -20 -21 25 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-11.965987578210758 -41069.61359375 -51729.362720788049 -3194.4394775390629 80608.090063476571 6382.0119308035719 345.59386143322547 93266.298550907261 159019.59903846157 26325.002920889641 -107098.29213423296 74775.772719726563 179456.998046875 142775.04719742064 -120788.05481980846 -90428.513362068974 -29995.069667271207 64714.194977301522 34601.797913464827 -50680.119172961509 -276.57487798709258 3817.3909375000003 7422.5158066860458 212501.0699519231 -79740.383901515161 82257.582395833335 38457.22954649492 -15320.263663469375 15423.799345557369 -35297.795396085356 -180114.03565340908
leaf_weight=3935832 20 23 32 36 35 249315 62 26 111 44 85 33 63 31 29 112 74 183 151 129748 20 43 26 33 30 176 1148 134 465 44
leaf_count=3935832 20 23 32 36 35 249315 62 26 111 44 85 33 63 31 29 112 74 183 151 129748 20 43 26 33 30 176 1148 134 465 44
internal_value=0 6930.63 22480.4 41171.6 -16662.2 -0.234339 120.581 436.127 21452.1 34199.8 30070.9 18094.2 31069.7 21116.9 46198.3 -10668.3 7684.96 17498.6 -18055.8 -478.896 -13290.4 79221.7 107036 -45570.4 -2598.5 -16615.3 -8171.59 -33477.2 -45864.2 -122635
internal_weight=0 146 88 68 58 4.31802e+06 382186 250389 1074 812 786 632 525 492 275 217 186 212 262 131797 2049 154 111 107 63 1987 1324 663 529 64
internal_count=4318164 146 88 68 58 4318018 382186 250389 1074 812 786 632 525 492 275 217 186 212 262 131797 2049 154 111 107 63 1987 1324 663 529 64
is_linear=0
shrinkage=0.1


Tree=3098
num_leaves=31
num_cat=0
split_feature=5 0 0 5 5 0 3 1 1 3 3 3 1 1 0 2 2 4 5 3 5 1 5 2 5 1 5 3 0 3
split_gain=5.96037e+11 5.29109e+12 1.46169e+13 4.1558e+13 3.79721e+13 3.62563e+13 4.64688e+13 6.72024e+13 6.72016e+13 4.70665e+13 3.62531e+13 2.8819e+13 4.07732e+13 3.64825e+13 3.36542e+13 2.78371e+13 2.75855e+13 2.75755e+13 5.50918e+13 3.41849e+13 5.52825e+13 3.26409e+13 3.18381e+13 3.17148e+13 2.75042e+13 2.72875e+13 3.84708e+13 2.99187e+13 5.07206e+13 4.97808e+13
threshold=42.005000000000003 60.017447350000005 59.939091550000008 75.750000000000014 71.715000000000018 60.003414000000006 13.500000000000002 30.305955500000003 30.323743050000001 10.500000000000002 16.500000000000004 4.5000000000000009 30.102666750000001 30.226173900000003 59.982527000000012 3.5000000000000004 21.500000000000004 3.5000000000000004 101.05000000000001 3.5000000000000004 86.02500000000002 30.315880100000005 84.030000000000015 2.5000000000000004 96.015000000000015 30.243224600000001 150.04500000000004 17.500000000000004 59.982527000000012 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 9 -8 -9 -7 24 12 -5 -14 15 17 25 19 -19 22 -21 -20 -15 -23 -10 26 27 28 29 -13
right_child=1 -3 3 5 -6 6 7 8 10 -11 -12 16 13 14 -16 -17 -18 18 21 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=48.4034977659974 -17.031267106397522 730.568627368036 -2297.8454965442966 -92823.221081730779 -13213.710442422782 10685.879036953094 15575.136647683039 217340.79310344826 183937.5617779356 -39222.527029854908 32542.081868968293 11127.869483263741 108391.5133359375 92182.122753906253 -73387.536448492014 -52035.703486159757 -47913.261700994321 95398.285863330704 33717.789676339286 -88096.25441406251 9536.608577891293 17872.01403495593 -22028.320549128606 -103533.38142903647 43243.873046875 535.61110597072661 -89362.095160590281 34684.328596358871 -12433.459597912562 72113.587249124466
leaf_weight=1600872 2564858 88824 42973 65 3442 917 853 29 33 238 170 580 25 46 86 116 110 79 105 115 117 39 52 48 24 11902 36 554 682 174
leaf_count=1600872 2564858 88824 42973 65 3442 917 853 29 33 238 170 580 25 46 86 116 110 79 105 115 117 39 52 48 24 11902 36 554 682 174
internal_value=0 -28.5166 -54.1684 -1551.6 -3107.33 2647.85 14440.1 29060.8 73995.4 401.723 55682.6 859.785 -16559.2 -10572.3 -14276 -7185.89 1967.86 1470.65 25107.9 -17940.5 -38859 -3813.68 31580.7 -49110.3 124698 2361.81 13090 14943.4 7327.51 25201.5
internal_weight=0 2.71729e+06 2.62847e+06 63610 46415 17195 2264 1109 256 1155 227 14931 893 828 803 717 14038 601 271 330 232 192 98 87 57 13928 2026 1990 1436 754
internal_count=4318164 2717292 2628468 63610 46415 17195 2264 1109 256 1155 227 14931 893 828 803 717 14038 601 271 330 232 192 98 87 57 13928 2026 1990 1436 754
is_linear=0
shrinkage=0.1


Tree=3099
num_leaves=31
num_cat=0
split_feature=5 3 3 2 5 0 4 2 1 1 1 1 5 2 5 4 5 5 0 1 4 5 0 1 5 0 1 1 1 5
split_gain=6.54492e+11 4.39179e+12 1.95992e+13 2.62869e+13 3.00564e+13 3.3631e+13 2.522e+13 2.51211e+13 2.12113e+13 2.02013e+13 1.88817e+13 2.4941e+13 5.40896e+13 2.37409e+13 3.59946e+13 1.8338e+13 1.93114e+13 2.50105e+13 2.22563e+13 4.26669e+13 3.00658e+13 3.42283e+13 4.99081e+13 4.42489e+13 2.66579e+13 2.40109e+13 2.20183e+13 2.09302e+13 4.78553e+13 2.63722e+13
threshold=96.015000000000015 11.500000000000002 12.500000000000002 4.5000000000000009 142.05000000000004 45.063245200000004 4.5000000000000009 2.5000000000000004 82.911991800000024 82.975438000000011 82.907204800000002 50.158868250000005 137.05000000000004 3.5000000000000004 123.15000000000002 2.5000000000000004 120.05000000000001 123.15000000000002 45.112033650000008 39.925119750000007 3.5000000000000004 107.05000000000001 45.055827000000008 38.975980350000007 118.33500000000002 45.03656895000001 30.243224600000001 83.093115700000013 82.933113850000026 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 7 -6 10 -10 11 12 -3 14 -13 -5 18 26 19 20 21 22 -17 24 -23 -25 -18 28 -19 -30
right_child=1 2 -4 15 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16 16 17 27 -20 -21 -22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=7.3744560261034087 -689.21011976462148 -10082.917412185339 -151.5021094280855 -13443.697595194964 -44875.927437500002 68120.251723118839 -97773.760216346156 99936.658899456525 125600.869296875 14262.342957652698 -43061.285051448176 20300.621810945901 -141880.09316406251 -31530.087834012684 143858.49269386576 62066.351839020295 30531.618965517242 3814.8297787933006 11590.123805102221 -3095.251784487124 -16298.65961216518 175719.90078125001 -63774.913472020351 -34424.958081896555 69089.084628378376 75262.458056640622 -70847.17215605946 -58711.403700764982 30820.763586956527 180669.21241861981
leaf_weight=4168594 83245 1157 60104 307 25 114 26 23 20 88 164 186 32 69 27 118 29 894 2256 216 56 64 43 29 37 64 82 48 23 24
leaf_count=4168594 83245 1157 60104 307 25 114 26 23 20 88 164 186 32 69 27 118 29 894 2256 216 56 64 43 29 37 64 82 48 23 24
internal_value=0 -205.53 401.541 5744.75 -3944.22 34043.8 -18452.3 24513.4 -8041.61 34880.6 -10876.8 -7288.63 -13630 19448.6 35962.9 10105.9 11921.1 648.362 16222.1 32888.4 51799.6 62541.8 28456.6 90829.1 136657 41058.9 -44360.8 5699.95 8985.54 107339
internal_weight=0 149570 66325 6221 1931 188 74 48 1743 108 1635 1471 1189 282 213 4290 3983 1100 2883 627 411 355 161 194 101 93 111 989 941 47
internal_count=4318164 149570 66325 6221 1931 188 74 48 1743 108 1635 1471 1189 282 213 4290 3983 1100 2883 627 411 355 161 194 101 93 111 989 941 47
is_linear=0
shrinkage=0.1


Tree=3100
num_leaves=31
num_cat=0
split_feature=1 4 5 1 5 0 3 0 5 1 0 1 0 0 3 3 5 5 4 5 1 3 6 3 0 1 0 0 1 0
split_gain=6.19014e+11 4.78019e+12 1.50203e+13 2.62547e+13 2.33257e+13 2.28484e+13 3.73324e+13 3.69816e+13 1.00273e+14 8.51725e+13 8.02098e+13 7.45546e+13 7.4062e+13 9.78673e+13 8.32003e+13 1.19356e+14 1.07902e+14 1.16785e+14 6.82235e+13 6.98595e+13 1.14622e+14 1.00789e+14 9.37875e+13 6.55847e+13 1.16701e+14 6.31691e+13 1.20303e+14 8.77786e+13 6.0964e+13 6.49136e+13
threshold=38.781124500000011 1.5000000000000002 56.005000000000003 38.151577750000008 58.305000000000007 55.619594000000006 5.5000000000000009 55.860536450000005 43.810000000000009 37.737121850000008 55.885524800000006 37.275078000000001 55.777112100000004 55.719391050000006 11.500000000000002 10.500000000000002 44.410000000000004 55.730000000000011 2.5000000000000004 46.405000000000008 37.542000650000013 12.500000000000002 1.5000000000000002 5.5000000000000009 55.762622900000004 37.39371280000001 55.842510000000011 55.812836050000008 37.712318250000003 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 -7 11 -9 -10 13 -13 15 16 23 -18 19 20 -16 22 -21 24 -15 26 27 -14 -27 -30
right_child=-2 2 4 -5 -6 7 -8 10 9 -11 -12 12 25 14 18 -17 17 -19 -20 21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-163.47490975959752 -24.922660596475509 63.329471875945515 -2199.4769097013937 -2426.6423407252105 120.32704624194535 6147.5272872626265 5034.643719271633 12650.959039027797 7163.4788539043138 1848.594148294598 1014.1200873645894 -9650.1124636497098 21897.58290843236 -43189.029739019439 -34921.096930803578 182589.96750266338 31419.924172659681 -46047.866801417156 104941.03358004388 -181035.83639705883 83613.813042547583 -2958.8818659813946 -37181.486849758141 7324.9450856854837 -265518.93057650863 -20379.615822280462 53644.111048037703 -29328.610739830227 84329.197716075461 -4942.445150058722
leaf_weight=559374 3012745 27464 48231 22817 427811 14196 33570 6251 3587 19869 112957 12306 524 127 133 44 2051 215 57 51 211 3115 407 155 29 8163 362 925 111 306
leaf_count=559374 3012745 27464 48231 22817 427811 14196 33570 6251 3587 19869 112957 12306 524 127 133 44 2051 215 57 51 211 3115 407 155 29 8163 362 925 111 306
internal_value=0 57.5184 223.216 819.009 -114.708 1118.61 2797.66 568.092 -1312.76 -3320.54 1624.33 -6444.29 -8110.65 -4382.36 5447.05 19277.5 16489.1 24069.7 -3674.63 -5255.2 37784.9 -9399 -53200.2 -38745 -84519.6 -14892.3 2078.71 -10803.7 -18474.4 18820.5
internal_weight=0 1.30542e+06 746045 270003 476042 247186 61034 186152 66944 52748 119208 32879 29292 18901 6595 2621 2577 2266 3974 3917 344 3573 458 311 156 10391 1811 1449 8580 417
internal_count=4318164 1305419 746045 270003 476042 247186 61034 186152 66944 52748 119208 32879 29292 18901 6595 2621 2577 2266 3974 3917 344 3573 458 311 156 10391 1811 1449 8580 417
is_linear=0
shrinkage=0.1


Tree=3101
num_leaves=31
num_cat=0
split_feature=3 1 0 0 1 3 0 0 5 3 3 1 1 1 3 1 1 1 3 2 2 5 5 4 5 4 0 5 5 6
split_gain=6.39914e+11 5.03401e+12 5.50797e+12 8.23664e+12 1.39937e+13 1.4884e+13 1.93442e+13 3.62715e+13 5.83577e+13 3.28329e+13 5.34781e+13 2.79158e+13 2.62583e+13 5.89619e+13 4.30644e+13 4.17579e+13 5.87518e+13 4.14361e+13 2.85762e+13 2.62325e+13 2.83289e+13 3.03306e+13 2.39107e+13 5.5187e+13 3.16515e+13 2.70649e+13 2.26193e+13 2.21815e+13 1.81594e+13 2.44895e+13
threshold=25.500000000000004 93.043229050000022 53.310923100000004 55.751981950000008 37.275078000000001 32.500000000000007 55.719391050000006 55.701368300000006 77.00500000000001 30.500000000000004 31.500000000000004 37.314272700000011 37.457850350000008 37.692869000000009 26.500000000000004 37.767735350000002 37.777459000000007 37.66934650000001 27.500000000000004 19.500000000000004 21.500000000000004 58.305000000000007 56.205000000000005 2.5000000000000004 67.00500000000001 1.5000000000000002 55.734663800000007 61.845000000000006 42.895000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 11 12 19 -11 -6 18 14 -14 -15 -17 28 -9 22 21 -21 25 24 27 -8 -27 -24 -16 -30
right_child=1 -3 3 -5 5 -7 9 8 -10 10 -12 -13 13 15 17 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-5.1002230823085917 4130.447553445134 -49872.490859375001 38361.689934394068 978.90952315468132 -57058.895494306846 2315.8801632874533 -23575.456315130134 -43411.248021530882 -123575.35720635776 37840.737206064361 -9719.3553481857143 -2402.0574800810587 179440.3822443182 -116070.820828125 84270.427473958349 151357.40593750001 4401.6591911838477 164213.55125000002 15992.270450984288 90903.499564549187 -15576.365192700041 -10552.770812774123 -80444.639301215284 -3318.7580117582074 -152659.6357660061 -40206.451774088549 76808.484080188675 -21522.461301317402 35361.601243279576 -86613.913632812502
leaf_weight=4243674 3581 20 89 42997 94 7907 475 105 29 303 1076 15862 33 25 54 30 292 30 354 61 314 57 171 198 41 24 53 102 93 20
leaf_count=4243674 3581 20 89 42997 94 7907 475 105 29 303 1076 15862 33 25 54 30 292 30 354 61 314 57 171 198 41 24 53 102 93 20
internal_value=0 290.558 304.03 110.736 -1227.6 -1354.33 -2812.93 -1531.43 16336.6 -10399.9 730.759 -2724.05 20253.1 34452.6 73716.9 8427.19 18093.2 56006.9 2403.23 -20660 121.821 41895 -29097.7 -44663.1 -70733.7 -14660.2 40336.3 -58429.8 36568.6 13773
internal_weight=0 74490 74470 70889 27892 27803 19896 17021 1065 2875 1379 15956 1036 577 230 347 322 197 459 1496 432 118 1064 512 314 552 77 273 167 113
internal_count=4318164 74490 74470 70889 27892 27803 19896 17021 1065 2875 1379 15956 1036 577 230 347 322 197 459 1496 432 118 1064 512 314 552 77 273 167 113
is_linear=0
shrinkage=0.1


Tree=3102
num_leaves=31
num_cat=0
split_feature=3 0 0 0 2 5 5 3 0 0 2 1 3 6 5 0 1 1 1 5 3 4 1 1 1 0 3 2 2 5
split_gain=7.71084e+11 3.25829e+12 3.4948e+12 2.51898e+13 1.64655e+13 9.21283e+12 1.10884e+13 9.97735e+12 7.14557e+12 1.46097e+13 9.78679e+12 1.44857e+13 6.3988e+12 5.69313e+12 1.66911e+13 5.90458e+13 6.78172e+13 2.40994e+13 4.1732e+13 1.96392e+13 1.79719e+13 1.52267e+13 1.68282e+13 1.68626e+13 1.40166e+13 1.4945e+13 1.70562e+13 2.11288e+13 1.73928e+13 1.73106e+13
threshold=28.500000000000004 43.514103700000014 55.664473600000008 55.657530000000008 8.5000000000000018 37.995000000000012 39.805000000000007 31.500000000000004 55.645049100000001 55.628356700000005 27.500000000000004 37.692869000000009 36.500000000000007 1.5000000000000002 73.405000000000015 55.719391050000006 37.559851850000008 37.457850350000008 37.362912300000012 104.75000000000001 37.500000000000007 2.5000000000000004 37.692869000000009 37.457850350000008 37.475443250000005 56.831297550000009 30.500000000000004 11.500000000000002 24.500000000000004 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 -7 9 12 11 -10 -8 -4 21 16 -16 18 19 -17 24 -15 23 -23 -19 26 27 -26 -29 -28
right_child=1 2 13 4 -6 6 8 -9 10 -11 -12 -13 -14 14 15 17 -18 20 -20 -21 -22 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=3.8130235516636781 -40819.429843750004 -10575.485670596037 -1426.0471795653839 -14843.706370192307 78532.794606261334 246.178466796875 2100.0975441926639 61414.017568359377 35972.392359375001 49946.261682891847 40920.367613636365 -49673.927898260888 -49685.526607259118 4717.635318436437 -15306.208775592671 -42156.095430158137 -251270.53034784226 86217.368496981537 -172350.07194940478 57441.743295522843 -41127.165676153279 2828.8240767045459 3159.9155712890624 109656.13644965278 22750.394563802085 62560.841442587218 50684.636106612044 -119422.46380004883 -8894.7279296875004 1449.6367698296933
leaf_weight=4283289 20 605 25478 26 69 48 4106 60 25 64 22 94 24 3043 29 83 21 22 21 26 84 22 65 45 36 43 82 35 24 553
leaf_count=4283289 20 605 25478 26 69 48 4106 60 25 64 22 94 24 3043 29 83 21 22 21 26 84 22 65 45 36 43 82 35 24 553
internal_value=0 -468.309 -445.156 1961.62 52977.1 1001.55 2577.98 34228.3 1789.46 2533.88 -20353.1 -31681 1799.16 -861.757 2533.84 -8337.7 -114411 -3081.33 -43267.9 -18398.8 2862.07 6159.97 39410.3 74578.5 7509.99 5269.94 1895.27 -37623.6 -74462 7807.54
internal_weight=0 34875 34855 5143 95 5048 4443 108 4335 4194 141 119 4130 29712 4234 1059 50 1009 130 109 879 3175 132 67 795 773 730 95 59 635
internal_count=4318164 34875 34855 5143 95 5048 4443 108 4335 4194 141 119 4130 29712 4234 1059 50 1009 130 109 879 3175 132 67 795 773 730 95 59 635
is_linear=0
shrinkage=0.1


Tree=3103
num_leaves=31
num_cat=0
split_feature=3 3 0 0 5 0 0 0 3 1 1 5 5 5 5 1 2 4 6 5 5 5 4 2 6 5 5 2 5 0
split_gain=6.24578e+11 3.24005e+12 1.03806e+13 2.58025e+13 5.67599e+13 3.10985e+13 3.25171e+13 2.83437e+13 2.63925e+13 2.52241e+13 2.02392e+13 2.00115e+13 2.16401e+13 2.4107e+13 3.46432e+13 1.91237e+13 1.80891e+13 1.81413e+13 1.67907e+13 2.59998e+13 1.66772e+13 1.6239e+13 1.62111e+13 1.4553e+13 1.91395e+13 1.78888e+13 1.49144e+13 2.19733e+13 1.41455e+13 1.32384e+13
threshold=28.500000000000004 25.500000000000004 59.916647550000008 59.834458500000004 91.050000000000011 59.863160500000006 59.896318000000008 58.000519000000004 26.500000000000004 30.226173900000003 30.207352000000004 78.010000000000005 66.040000000000006 36.515000000000008 37.305000000000007 30.207352000000004 3.5000000000000004 2.5000000000000004 1.5000000000000002 55.990000000000002 78.710000000000022 58.305000000000007 1.5000000000000002 21.500000000000004 1.5000000000000002 70.00500000000001 71.00500000000001 8.5000000000000018 39.505000000000003 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 9 16 29 -6 10 21 12 13 -8 -15 -4 -7 22 -11 28 -9 -5 -18 24 26 -25 -14 -28 -20 -3
right_child=-2 2 15 4 8 6 11 20 -10 18 -12 -13 23 14 -16 -17 17 -19 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-4.9714969405369205 -421.47839522157074 -603.54964254099582 -56849.602180480957 -7244.8664668827259 56299.685221354164 22917.311318219294 22762.39622263176 -14795.28919232117 185334.52445652173 14344.767463235296 -84154.33356481482 -30760.546214280686 53518.030754277032 -52835.603136078658 4862.5910085938094 -1954.8356769868199 -22655.230500287042 -61261.86574485086 66932.896557336571 106933.11801243832 -91984.538160021562 85225.515397135416 13093.837369419643 -80809.705051491488 133899.76713423297 25884.979211647729 -65932.130208333343 37284.634730113634 11662.962633660827 3838.666614030366
leaf_weight=4243674 34875 16169 64 91 51 122 638 804 23 136 27 111 187 119 829 7544 461 88 87 76 29 24 175 22 22 55 30 66 99 11466
leaf_count=4243674 34875 16169 64 91 51 122 638 804 23 136 27 111 187 119 829 7544 461 88 87 76 29 24 175 22 22 55 30 66 99 11466
internal_value=0 3.43173 903.61 1692.82 9745.62 7894.89 3824.35 691.738 96405.1 29943.6 -6239.7 10550.3 12880.3 7733.96 -2380.11 -2416.62 -12704.2 -18706.7 42853.3 57651.6 -17482.5 12053.3 -12818.6 34247 44054.1 -4599.22 37069.6 5029.4 37515 1239.56
internal_weight=0 4.28329e+06 39615 32007 3539 3465 2925 28468 74 540 142 2079 1968 1586 948 7608 846 724 398 262 833 115 636 382 305 77 283 96 186 27635
internal_count=4318164 4283289 39615 32007 3539 3465 2925 28468 74 540 142 2079 1968 1586 948 7608 846 724 398 262 833 115 636 382 305 77 283 96 186 27635
is_linear=0
shrinkage=0.1


Tree=3104
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 0 3 0 0 1 1 0 5 1 0 0 2 1 0 0 5 2 1 0 1 5 5 6 1
split_gain=5.96347e+11 5.78647e+12 2.35679e+13 1.95978e+13 1.71494e+13 2.42811e+13 2.23376e+13 1.88075e+13 3.89783e+13 6.76271e+13 2.53744e+13 2.56778e+13 5.1645e+13 3.12518e+13 2.46623e+13 2.27158e+13 3.44111e+13 2.10296e+13 2.01732e+13 1.89721e+13 2.80021e+13 1.76367e+13 1.67563e+13 2.10421e+13 2.56361e+13 1.67318e+13 1.56679e+13 4.74823e+13 2.32521e+13 1.62511e+13
threshold=34.010000000000012 36.515000000000008 37.869926150000005 65.565203050000022 20.500000000000004 37.39371280000001 55.860536450000005 24.500000000000004 55.762622900000004 55.755036050000008 37.582182450000005 37.66934650000001 55.664473600000008 35.985000000000007 37.620907050000007 55.860536450000005 55.86787755000001 9.5000000000000018 37.692869000000009 55.645049100000001 55.664473600000008 36.305000000000007 17.500000000000004 37.314272700000011 55.645049100000001 50.158868250000005 34.605000000000011 35.710000000000008 1.5000000000000002 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 25 -2 6 21 8 9 10 -7 12 -12 -14 15 17 -17 -10 -16 26 -21 22 23 24 -6 -4 -9 28 29 -28
right_child=1 -3 3 -5 5 7 -8 19 14 -11 11 -13 13 -15 18 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=83.594465163017418 20.014151973139363 15.130880503067443 -1122.3752043721975 965.59007841221216 108710.77597900393 -168.39901206054688 2706.8953073393909 -29255.001149046264 -36014.280141761657 193710.3133574219 15374.330462516624 19747.748186227727 60340.98645321279 151151.49314038825 -24543.743372945759 124402.79869087838 22574.690457513469 20688.426935117466 26121.823871582033 26822.130053283247 3747.9117086556203 -59032.957976675723 6825.5700044441583 -30552.165819522023 -6308.8786509408237 -3862.5077975744261 61429.4910476242 -16603.337574941183 -13698.972789070824 2108.3846459173387
leaf_weight=712562 51123 3393752 79963 30796 20 250 11177 231 122 25 141 374 89 66 367 37 322 141 100 685 2265 69 551 471 623 30894 181 617 88 62
leaf_count=712562 51123 3393752 79963 30796 20 250 11177 231 122 25 141 374 89 66 367 37 322 141 100 685 2265 69 551 471 623 30894 181 617 88 62
internal_value=0 -16.5205 -523.562 -1266.06 974.74 3533.64 1068.57 8697.76 16568.5 31429 27019.2 37163.9 59169.3 99008.7 3673.01 16712.7 33069.5 -5614.73 -13694.6 4820.53 9105.82 -9491.74 -7438.68 -14494 -2731.28 -1886 -5901.8 -211.299 30344.3 46294.1
internal_weight=0 3.6056e+06 211850 141653 70197 19074 12911 6163 2034 945 920 670 296 155 1089 622 359 263 467 4129 2950 1734 1665 1114 643 110857 1179 948 331 243
internal_count=4318164 3605602 211850 141653 70197 19074 12911 6163 2034 945 920 670 296 155 1089 622 359 263 467 4129 2950 1734 1665 1114 643 110857 1179 948 331 243
is_linear=0
shrinkage=0.1


Tree=3105
num_leaves=31
num_cat=0
split_feature=0 1 3 1 5 3 5 5 5 2 5 3 2 5 5 3 2 5 5 3 5 2 3 4 5 3 1 3 5 5
split_gain=5.83699e+11 7.42752e+12 4.39725e+13 4.19467e+13 5.81472e+13 5.37893e+13 6.28587e+13 1.4705e+14 4.83747e+13 3.96563e+13 2.4331e+13 2.08283e+13 4.23217e+13 3.54294e+13 3.72809e+13 4.14336e+13 3.47542e+13 2.95594e+13 7.16803e+13 4.86524e+13 4.22192e+13 3.99463e+13 2.70624e+13 2.64523e+13 3.0819e+13 5.54894e+13 2.37444e+13 2.3546e+13 4.82e+13 2.27226e+13
threshold=43.465905150000005 39.969502550000009 3.5000000000000004 39.925119750000007 30.025000000000002 2.5000000000000004 57.995000000000012 65.905000000000015 34.605000000000011 1.5000000000000002 81.00500000000001 11.500000000000002 3.5000000000000004 85.91500000000002 99.555000000000021 6.5000000000000009 2.5000000000000004 86.810000000000016 88.015000000000015 17.500000000000004 81.00500000000001 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 51.815000000000005 8.5000000000000018 39.925119750000007 5.5000000000000009 74.610000000000014 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 9 -7 -9 12 13 16 15 -15 27 19 -19 20 -13 -21 -16 -18 -25 26 -26 -4 29 -29
right_child=-2 -3 11 4 5 6 7 10 -10 -11 -12 17 -14 14 22 -17 23 18 -20 21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-2820.7320482615828 -3.8911107034877599 -213.95945958277889 -1699.8782148419432 -9273.5403747164819 -56175.597771139714 221734.26324869791 328050.08968750003 126200.32706473215 19370.97917247954 66796.338340212271 -538.15028409090917 -25798.58959853655 12276.275339674303 -162935.79236111112 33646.337297453705 -2371.5124375 30166.46475444044 201435.99460998538 4865.0421669006346 141826.84101969402 -172805.43242187501 7056.0012892110281 -97931.293252840915 -30819.157490265679 -41547.715293719957 119035.88875411183 14603.828609394097 25655.186934761383 148940.94669989226 -29287.526376410591
leaf_weight=343 4270332 39763 1081 155 34 24 30 28 168 53 33 842 2726 45 54 25 117 20 256 24 20 263 22 780 130 38 179 460 29 90
leaf_count=343 4270332 39763 1081 155 34 24 30 28 168 53 33 842 2726 45 54 25 117 20 256 24 20 263 22 780 130 38 179 460 29 90
internal_value=0 347.389 3113.64 24376.3 42145 63685.2 75814 146784 49453.7 115089 57636.9 550.67 3221.98 -4870.48 -52938.3 -105591 -2453.85 -10277 19109.3 -17335.9 -29209.4 18326 -4441.92 -15091 -19789.4 5003.59 -9019.8 7016.4 23289.8 16664.6
internal_weight=0 47832 8069 868 525 370 336 91 245 77 61 7201 5776 3050 146 70 2904 1425 276 1149 862 287 76 1244 1127 347 309 1660 579 550
internal_count=4318164 47832 8069 868 525 370 336 91 245 77 61 7201 5776 3050 146 70 2904 1425 276 1149 862 287 76 1244 1127 347 309 1660 579 550
is_linear=0
shrinkage=0.1


Tree=3106
num_leaves=31
num_cat=0
split_feature=2 5 2 5 5 5 5 3 0 0 4 4 5 0 1 1 0 0 0 4 5 3 4 6 5 1 0 0 0 1
split_gain=5.74893e+11 3.27127e+12 3.08717e+12 7.92069e+12 1.88325e+13 1.34029e+13 1.88922e+13 2.32772e+13 1.2937e+13 1.14464e+13 3.26261e+13 3.21521e+13 3.66302e+13 3.82174e+13 2.36169e+13 1.11106e+13 1.198e+13 4.09851e+13 1.97266e+13 1.37153e+13 1.33733e+13 1.35472e+13 1.27962e+13 2.75637e+13 1.83049e+13 1.37318e+13 1.53568e+13 1.29677e+13 3.17788e+13 1.80247e+13
threshold=19.500000000000004 16.850000000000005 20.500000000000004 65.905000000000015 89.00500000000001 54.035000000000004 53.995000000000012 21.500000000000004 60.042666650000008 45.053747000000008 2.5000000000000004 2.5000000000000004 94.040000000000006 55.806974650000008 39.011252750000004 30.243224600000001 55.860536450000005 55.86787755000001 55.885524800000006 3.5000000000000004 68.00500000000001 24.500000000000004 2.5000000000000004 1.5000000000000002 73.010000000000005 60.611165000000007 56.852744000000008 55.946414150000003 56.663136550000011 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 15 6 -3 -8 -7 10 -6 12 -11 -14 -12 -5 19 -18 20 -17 -19 -22 24 25 -20 26 -24 -25 -29 -30
right_child=1 2 -4 4 9 8 7 -9 -10 11 14 -13 13 -15 -16 16 17 18 22 -21 21 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=5.6038713769537285 -33818.729966998922 -1092.6549643027436 56.628322644365497 -28599.099663628476 -120439.13103693182 -8312.1007088497827 116573.43389008621 14216.864407894738 23740.517751652646 -59933.65899769176 -46297.356785463489 -8185.2062589378256 19375.873355263157 166475.31917613637 29876.87593359375 3700.4810493516839 134685.75173688619 -14865.829825367648 6994.4958264678171 -60292.063786764716 68104.259125861223 -9896.9434895833328 -37991.096486944902 -4096.8983466569771 -39784.367714520922 44625.341659813595 8081.502470999053 152643.59590517241 101953.29907078599 17226.366316034226
leaf_weight=4218655 29 11233 78911 90 33 4016 29 95 130 22 89 1221 38 33 75 2244 28 34 271 34 127 27 114 43 121 57 198 29 33 105
leaf_count=4218655 29 11233 78911 90 33 4016 29 95 130 22 89 1221 38 33 75 2244 28 34 271 34 127 27 114 43 121 57 198 29 33 105
internal_value=0 -237.574 -227.785 -1318.91 2113.9 -2440.67 -664.133 38155.1 -7307.07 -7238.19 -29716.7 -3868.12 52811.1 87746 -11461.6 6088.87 6989.86 15135.6 12247.4 2745.37 41896.7 54428.7 6506.82 15952.5 -7444.9 -507.325 -8752.72 44874.9 57484.4 37487.2
internal_weight=0 99509 99480 20569 5066 15503 11357 124 4146 1511 197 1314 93 71 164 3555 3465 1187 1159 2278 188 154 971 579 392 369 312 210 167 138
internal_count=4318164 99509 99480 20569 5066 15503 11357 124 4146 1511 197 1314 93 71 164 3555 3465 1187 1159 2278 188 154 971 579 392 369 312 210 167 138
is_linear=0
shrinkage=0.1


Tree=3107
num_leaves=31
num_cat=0
split_feature=5 5 5 1 1 4 2 1 3 0 0 0 1 1 0 0 0 3 1 0 0 2 4 0 1 0 1 0 0 0
split_gain=5.96515e+11 8.71091e+12 1.18708e+13 4.64003e+13 1.45781e+13 2.47882e+13 6.44856e+13 2.43391e+13 4.06814e+13 2.59462e+13 4.00142e+13 2.27744e+13 2.08304e+13 1.96676e+13 1.95319e+13 1.89588e+13 3.78874e+13 3.31082e+13 2.81681e+13 2.00592e+13 1.8736e+13 1.79174e+13 1.87116e+13 1.48772e+13 1.42733e+13 1.41843e+13 1.51798e+13 4.16534e+13 2.27834e+13 1.47892e+13
threshold=64.020000000000024 63.455000000000005 63.805000000000007 38.151577750000008 37.597123000000003 2.5000000000000004 15.500000000000002 37.457850350000008 16.500000000000004 55.551692500000009 55.801980100000009 55.812836050000008 30.315880100000005 30.332994000000003 55.727011600000004 55.576287050000012 55.551692500000009 31.500000000000004 37.559851850000008 55.628356700000005 44.893607100000004 6.5000000000000009 1.5000000000000002 55.734663800000007 37.328003200000005 55.993277250000013 37.582182450000005 55.885524800000006 55.851332700000007 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 12 21 9 -9 14 15 -7 -14 -11 16 -10 19 -18 -17 24 -4 -23 -21 -15 26 28 -28 -22 -30
right_child=-2 2 4 -5 -6 6 -8 8 11 10 -12 -13 13 20 -16 17 18 -19 -20 23 25 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-4.2459735318334779 -70.103248562163358 -4002.6702804332826 13796.253745825496 9360.4392700189583 45.409332276980969 17674.772808787031 160217.79208984377 7011.9237278645833 -12302.647010091147 84482.554061889648 28465.183186323924 46500.484218793215 -82724.063537946437 114559.90720880682 173560.15695312503 -136069.51122159092 25259.332608145254 86262.239936755956 179680.75282738096 12958.056790364584 -11044.272893266439 -50808.801166449652 1294.6895532083336 -60948.275801064308 -2164.2234716796879 6037.4701064453129 -8435.4748359875794 153326.2794091797 -95101.274156250001 -31622.857989413496
leaf_weight=3297496 947470 4264 1620 6652 55829 360 24 75 120 64 93 113 35 22 40 22 27 21 21 45 1190 72 1614 69 20 500 78 20 50 138
leaf_count=3297496 947470 4264 1620 6652 55829 360 24 75 120 64 93 113 35 22 40 22 27 21 21 45 1190 72 1614 69 20 500 78 20 50 138
internal_value=0 19.7054 1098.69 4140.55 565.549 5065.61 -2890.67 9893.67 26692.5 57067.8 76124.6 7829.21 -4512.97 -8403.66 118743 -5616.49 17732 -30600.9 92818.7 -48645.9 -7114.66 6285.94 -930.371 -31774.7 58977 -8519.44 -13450.6 24577.1 -16155.1 -48505.4
internal_weight=0 3.37069e+06 73198 10916 62282 6453 2437 4016 710 272 197 438 2413 2053 104 325 168 157 48 136 2018 3306 1686 114 42 1976 1476 98 1378 188
internal_count=4318164 3370694 73198 10916 62282 6453 2437 4016 710 272 197 438 2413 2053 104 325 168 157 48 136 2018 3306 1686 114 42 1976 1476 98 1378 188
is_linear=0
shrinkage=0.1


Tree=3108
num_leaves=31
num_cat=0
split_feature=5 1 1 5 1 3 3 0 0 1 1 4 5 5 0 1 1 1 0 0 5 0 5 0 1 3 1 6 3 2
split_gain=5.74237e+11 9.5857e+12 1.89497e+13 1.5114e+13 2.32398e+13 3.43018e+13 2.4755e+13 2.45796e+13 3.96507e+13 7.12514e+13 5.82793e+13 3.09077e+13 3.97919e+13 2.36188e+13 3.26291e+13 5.76914e+13 2.30165e+13 2.25192e+13 7.84378e+13 5.34332e+13 3.7338e+13 2.79501e+13 4.60631e+13 4.57471e+13 2.73763e+13 3.64623e+13 4.83773e+13 5.7858e+13 4.13549e+13 3.85695e+13
threshold=41.505000000000003 37.971176850000006 37.998366300000008 37.995000000000012 37.832345550000007 14.500000000000002 4.5000000000000009 55.518428350000008 55.899899800000007 37.362912300000012 37.417247200000006 1.5000000000000002 37.75500000000001 25.005000000000006 55.86787755000001 37.752451500000006 37.39371280000001 37.726745000000001 55.591389050000011 55.664473600000008 34.920000000000009 55.601678500000013 36.005000000000003 55.645049100000001 37.559851850000008 23.500000000000004 37.503486000000002 1.5000000000000002 22.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1 9 -9 -10 13 -13 -11 17 16 -16 24 -19 21 -21 22 -20 -23 25 28 -27 -28 -15 -30
right_child=-2 2 -4 -5 5 -7 -8 8 10 11 -12 12 -14 14 15 -17 -18 18 19 20 -22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2021.0170250857275 -26.704466618253601 5667.0130041804041 172.41034833740332 -1288.1356895377617 4668.1015904611841 183.24086831915508 -9759.0102293041728 -4097.936797286382 238.23255181515648 449.52390654278099 -7412.1818091767946 17798.819768200625 -33294.024103719326 6714.9909786488997 -22405.225654728507 -157555.095 13903.643122022417 -18932.090798445261 32770.242217548075 13518.508313882028 -1995.4794359853602 2760.9521666925607 170851.41044642858 38440.995562337244 -122.89550620939511 1185.2710258294101 -55014.845867540607 16834.530463986281 8885.4015619941838 74725.263982700897
leaf_weight=38817 2810827 6313 1090681 123371 1395 13817 8067 14393 125029 21716 10819 2351 163 13320 181 20 4928 964 78 3797 2623 605 35 885 19482 2613 354 164 181 175
leaf_count=38817 2810827 6313 1090681 123371 1395 13817 8067 14393 125029 21716 10819 2351 163 13320 181 20 4928 964 78 3797 2623 605 35 885 19482 2613 354 164 181 175
internal_value=0 49.7975 204.031 -362.523 35.4031 -2993.35 -7631.99 302.783 703.906 2344.18 -371.05 3586.52 14486.1 3206.58 4394.4 11953.7 12617.3 3538.05 8019.54 11257.9 7180.01 27589.9 75538.7 23953.5 2428.21 5385.35 -4349.18 -32267.2 7613.98 41250.5
internal_weight=0 1.50734e+06 1.09699e+06 410343 286972 23279 9462 263693 224876 89028 135848 74635 2514 72121 50405 5129 5109 45276 8987 8023 6420 1603 113 1490 36289 16807 3131 518 13676 356
internal_count=4318164 1507337 1096994 410343 286972 23279 9462 263693 224876 89028 135848 74635 2514 72121 50405 5129 5109 45276 8987 8023 6420 1603 113 1490 36289 16807 3131 518 13676 356
is_linear=0
shrinkage=0.1


Tree=3109
num_leaves=31
num_cat=0
split_feature=1 1 5 5 5 6 0 5 5 4 2 5 0 2 5 5 5 2 2 4 6 6 2 2 5 5 2 5 5 2
split_gain=6.1786e+11 2.7493e+12 1.23075e+13 9.40873e+12 1.62058e+13 8.51771e+12 7.22855e+12 6.2876e+12 5.4544e+12 2.37363e+13 5.68895e+13 2.06461e+13 1.06206e+13 6.88811e+12 4.75367e+12 5.25057e+12 7.86674e+12 7.66936e+12 1.038e+13 1.43681e+13 7.0835e+12 6.23157e+12 2.29925e+13 5.88404e+13 1.32111e+13 1.03309e+13 1.54345e+13 9.24348e+12 8.45405e+12 8.1562e+12
threshold=83.000022850000008 83.001749100000012 63.855000000000011 86.810000000000016 64.805000000000021 1.5000000000000002 54.942865800000007 87.395000000000024 58.605000000000011 1.5000000000000002 2.5000000000000004 63.455000000000005 55.014086100000007 9.5000000000000018 22.030000000000005 48.010000000000012 34.305000000000007 8.5000000000000018 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 6.5000000000000009 5.5000000000000009 48.945000000000007 48.910000000000004 1.5000000000000002 48.035000000000004 48.510000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 -5 9 14 -11 12 -10 -13 -8 16 17 -16 19 20 -19 24 23 25 27 -23 -27 29 -25 -17
right_child=1 -3 3 7 -6 -7 8 -9 11 10 -12 13 -14 -15 15 21 -18 18 -20 -21 -22 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=14.228396618506128 -18522.585741856088 -42.670300875516396 33221.664071180559 -835.46968779677127 -40988.776150277947 -11996.187968958891 17589.91287036299 -31380.330013020834 26309.256828327922 41710.397918514602 -3991.9018465314593 1708.2418853273603 -11426.129223273481 -15020.182722007723 -2032.234679261988 -10459.015104166669 -6999.0727548320929 -1229.0648421999008 -3560.6142048329962 3508.4416088347739 35996.583658253578 -8624.0282193692838 -10261.395234974412 53096.379607213443 14285.458961420749 -1635.2939513880037 14868.20600304119 -1371.5459098470446 -7860.7395312500003 16626.40742255791
leaf_weight=3782924 221 502456 45 1053 208 561 147 72 77 458 672 4959 2378 259 7040 138 2426 63 741 658 271 1025 1841 253 970 1961 797 2893 25 572
leaf_count=3782924 221 502456 45 1053 208 561 147 72 77 458 672 4959 2378 259 7040 138 2426 63 741 658 271 1025 1841 253 970 1961 797 2893 25 572
internal_value=0 -100.562 -987.83 -8715.67 -16904.9 -8638.43 -502.037 -2790.34 -371.99 399.667 14531.7 -2680.12 -10242.6 877.912 -332.159 -453.713 -1959.01 -565.274 5393.99 12082.9 28975 1155.62 -991.332 3211.13 3926.52 -51.9377 3133.85 1137.68 47614.6 11361.9
internal_weight=0 535240 32784 1939 814 606 30845 1125 30624 22951 1130 7673 2455 5218 21821 21674 11199 8773 1733 992 334 10475 5902 4061 4573 3783 2758 3603 278 710
internal_count=4318164 535240 32784 1939 814 606 30845 1125 30624 22951 1130 7673 2455 5218 21821 21674 11199 8773 1733 992 334 10475 5902 4061 4573 3783 2758 3603 278 710
is_linear=0
shrinkage=0.1


Tree=3110
num_leaves=31
num_cat=0
split_feature=4 5 2 2 1 5 1 4 2 1 4 0 0 0 1 2 4 1 1 2 1 2 4 0 0 0 0 3 4 0
split_gain=5.6089e+11 5.61457e+12 9.04383e+12 7.57399e+12 1.66265e+13 6.15437e+11 2.7913e+12 1.30009e+13 1.78186e+13 1.47765e+13 1.36855e+13 9.86578e+12 7.88229e+12 5.31229e+12 4.04127e+12 1.69065e+13 3.54408e+12 3.21296e+13 2.43244e+13 4.48625e+12 2.20576e+13 8.96459e+12 3.57209e+12 7.87938e+12 2.32571e+13 9.99836e+12 1.72014e+13 2.0783e+13 2.19289e+13 1.50301e+13
threshold=8.5000000000000018 75.750000000000014 6.5000000000000009 2.5000000000000004 39.767857750000005 225.45000000000002 83.761389800000003 4.5000000000000009 6.5000000000000009 92.896330950000007 3.5000000000000004 53.242949050000007 55.993277250000013 54.194619400000008 83.093115700000013 3.5000000000000004 6.5000000000000009 47.473138800000008 39.726951800000002 23.500000000000004 39.047276750000002 21.500000000000004 3.5000000000000004 45.022371150000005 45.005863250000004 55.899899800000007 56.663136550000011 7.5000000000000009 4.5000000000000009 55.046835900000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 -1 14 10 9 -9 11 -8 13 -13 16 -16 19 18 -18 21 -21 22 -7 24 -24 29 27 28 -27 -25
right_child=1 3 -4 4 -6 6 7 8 -10 -11 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-1.3934440583243117 77225.259814453122 -49710.518893334171 -2023.9372395833334 58711.233242797854 -52754.881114130432 3637.7697571770123 -26978.876427556821 141310.79307065217 -27900.552500000005 25289.188913690479 -75887.339470880674 23583.479789402176 3690.9598330215667 92317.494886363638 -80216.562167245371 41088.451416015625 13782.53813981681 -49785.03505067568 155100.42447916669 -49508.622507440479 83227.831092489927 -57366.288165509264 -7861.4801757812502 -444.82584721009653 -103568.02440732758 35571.661580882355 -510.99265678026023 -127406.01263521635 -73661.64500976562 30897.812935267855
leaf_weight=4313776 24 31 36 32 23 1826 55 23 20 21 22 23 71 22 27 20 29 37 21 21 31 27 204 1217 29 34 221 26 40 175
leaf_count=4313776 24 31 36 32 23 1826 55 23 20 21 22 23 71 22 27 20 29 37 21 21 31 27 204 1217 29 34 221 26 40 175
internal_value=0 6198.05 29675.7 -10181.7 12098.1 -0.209568 1203.7 11304.7 50362.7 85936.8 -1647.13 7904.24 24443.6 57186.8 552.264 -28597.4 900.165 20859.3 73136.1 449.258 29622.7 49.9374 460.923 -2520.02 -19773.5 -173.235 -16082.6 -50495.9 -23473.4 3495.52
internal_weight=0 146 60 86 55 4.31802e+06 4242 257 64 44 193 171 116 45 3985 47 3938 87 50 3851 52 3799 3772 1946 233 1713 321 100 74 1392
internal_count=4318164 146 60 86 55 4318018 4242 257 64 44 193 171 116 45 3985 47 3938 87 50 3851 52 3799 3772 1946 233 1713 321 100 74 1392
is_linear=0
shrinkage=0.1


Tree=3111
num_leaves=31
num_cat=0
split_feature=3 0 0 2 4 0 5 5 1 1 5 1 1 2 4 5 2 2 1 5 0 2 2 1 2 3 5 1 3 3
split_gain=5.42855e+11 4.01863e+12 3.41833e+12 2.10742e+13 2.84548e+12 5.66681e+12 8.31328e+12 3.86903e+12 3.62016e+12 6.91566e+12 2.92704e+12 2.73007e+12 9.71071e+12 1.67609e+13 1.0732e+13 9.52315e+12 3.75491e+13 8.66129e+12 7.64686e+12 2.50332e+13 9.87645e+12 1.12774e+13 6.78449e+12 5.81032e+12 9.47361e+12 5.19217e+12 2.39152e+13 3.34606e+13 2.36989e+13 1.49472e+13
threshold=34.500000000000007 55.68356880000001 55.695992150000002 16.500000000000004 2.5000000000000004 55.535913550000011 43.205000000000005 82.00500000000001 49.964253350000007 39.143775600000005 42.895000000000003 37.503486000000002 37.487839250000007 28.500000000000004 2.5000000000000004 43.205000000000005 32.500000000000007 31.500000000000004 37.516458750000005 61.845000000000006 55.762622900000004 15.500000000000002 2.5000000000000004 37.475443250000005 12.500000000000002 35.500000000000007 52.990000000000002 37.436176200000013 36.500000000000007 38.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 -7 -6 9 10 -2 12 22 14 -14 16 -15 -17 19 20 21 -13 -4 25 -25 26 -24 -28 -27 -30
right_child=1 2 11 -5 7 6 -8 -9 -10 -11 -12 18 13 15 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 28 27 -29 29 -31
leaf_value=1.2015058219612591 -47131.973307291672 87184.186637931038 -35058.799290114184 -23124.173405704943 21935.218697102868 -3874.8700683593752 -73052.951469903244 -24327.02780172414 -37399.205224609374 37363.825678168403 -4633.8715146346831 8591.8533780184662 -46021.686651163051 150678.250703125 7734.5084150598404 -66009.078671875002 -33153.656923828123 15670.387584459459 -63.447393417104593 98500.22752757353 32943.860164388017 -82625.340489130438 14857.421967542496 76056.678732638888 -4374.9620361328125 51933.880034073547 -17054.858283610924 -145687.81478365386 -54288.273043045345 2159.3527153654181
leaf_weight=4313211 21 29 52 43 48 32 38 29 32 36 71 33 177 20 47 20 25 37 3006 34 48 23 148 27 32 92 91 26 51 585
leaf_count=4313211 21 29 52 43 48 32 38 29 32 36 71 33 177 20 47 20 25 37 3006 34 48 23 148 27 32 92 91 26 51 585
internal_value=0 -1046.31 -314.097 21305.6 -12127.2 -17697.7 -41428.7 4511.78 -7315.33 205.636 -14334.5 -654.416 -4276.95 -19441.6 -34742.5 14160.3 48549.4 -12989.1 993.237 24010.6 -341.792 -28872.4 201.027 1943.91 32432.7 132.386 -11852.7 -45640 4495.1 -2367.11
internal_weight=0 4953 4646 72 307 230 70 77 160 128 92 4574 1430 326 224 102 45 57 3144 138 104 56 1104 1052 59 993 265 117 728 636
internal_count=4318164 4953 4646 72 307 230 70 77 160 128 92 4574 1430 326 224 102 45 57 3144 138 104 56 1104 1052 59 993 265 117 728 636
is_linear=0
shrinkage=0.1


Tree=3112
num_leaves=31
num_cat=0
split_feature=2 0 0 1 3 1 5 1 1 0 0 5 3 1 1 1 5 3 5 5 0 1 1 3 6 2 2 5 3 0
split_gain=5.47645e+11 2.79353e+12 1.39864e+13 5.48483e+13 5.66173e+13 4.57351e+13 4.36875e+13 3.95487e+13 3.53842e+13 3.77172e+13 3.42885e+13 2.82339e+13 2.81488e+13 3.57034e+13 5.15772e+13 3.50123e+13 5.84126e+13 5.40718e+13 3.9193e+13 3.42261e+13 5.39417e+13 3.0448e+13 5.68758e+13 3.63866e+13 2.53321e+13 2.2625e+13 5.33616e+13 2.21577e+13 4.18079e+13 2.19705e+13
threshold=14.500000000000002 55.777112100000004 55.801980100000009 37.855187800000003 26.500000000000004 37.914142000000005 55.005000000000003 49.148175700000003 49.111504200000006 55.784980300000008 55.784980300000008 73.995000000000019 25.500000000000004 37.516458750000005 37.533784800000006 37.487839250000007 57.995000000000012 22.500000000000004 56.505000000000003 55.405000000000008 55.784980300000008 37.66934650000001 37.620907050000007 16.500000000000004 1.5000000000000002 16.500000000000004 15.500000000000002 85.91500000000002 24.500000000000004 55.795550600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 12 -5 -7 8 9 -8 -10 -11 13 15 -15 16 -3 18 25 21 -21 22 23 -16 29 26 -17 28 -13 -25
right_child=1 2 -4 5 -6 6 7 -9 10 11 -12 27 -14 14 19 17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-10.378624721011009 -123.34612728243556 1642.2977677913368 238.46651959810217 -39150.34853548729 -13727.425372385924 -6352.7691155613393 -93944.239265046301 -3586.7914735833751 208850.19265625 12542.318682769015 47802.976211939102 54157.054723437504 91194.245691287884 119535.98112500001 102592.94724195077 -3005.3227101293105 69473.112924526387 -106355.17053571431 -32928.081206249997 23732.048336226853 124706.67217582616 39224.630417722416 -136996.23906250001 109618.14659179687 -75114.384392361113 -8352.2805743243243 190536.00089285715 25036.08003216912 195817.92150000003 -14047.487132352941
leaf_weight=3980118 195449 371 135875 295 427 2706 27 721 20 562 39 125 66 75 33 29 193 56 125 135 87 222 32 20 45 37 28 170 25 51
leaf_count=3980118 195449 371 135875 295 427 2706 27 721 20 562 39 125 66 75 33 29 193 56 125 135 87 222 32 20 45 37 28 170 25 51
internal_value=0 122.197 458.748 4911.39 18634.6 -1034.37 1524.04 14143.7 27350 22479.1 102395 26043.1 27244.4 24501.9 41176.9 10589.4 24853.9 -18665.7 3757.12 31773.9 63303.2 14405.3 -16036 9942.02 -16415.6 52540.6 92067.6 49753.8 77767.2 20787.9
internal_weight=0 338046 142597 6722 2032 4690 4395 1689 968 909 59 882 1605 1539 700 839 564 275 219 625 222 403 181 149 116 94 57 320 150 71
internal_count=4318164 338046 142597 6722 2032 4690 4395 1689 968 909 59 882 1605 1539 700 839 564 275 219 625 222 403 181 149 116 94 57 320 150 71
is_linear=0
shrinkage=0.1


Tree=3113
num_leaves=31
num_cat=0
split_feature=2 6 0 0 0 5 5 3 1 1 5 1 5 1 5 1 1 0 5 5 1 3 0 5 1 1 1 1 0 1
split_gain=5.41979e+11 2.23278e+13 1.96589e+13 2.89933e+13 2.84744e+13 4.00351e+13 1.94561e+13 2.1403e+13 2.45674e+13 4.91354e+13 3.57523e+13 1.04181e+14 3.63124e+13 2.11447e+13 2.61829e+13 1.98142e+13 1.82292e+13 3.33727e+13 1.76592e+13 4.42051e+13 1.38945e+14 4.2141e+13 3.62508e+13 2.57179e+13 2.17661e+13 5.55118e+13 5.28983e+13 2.69452e+13 2.52344e+13 2.75221e+13
threshold=1.5000000000000002 1.5000000000000002 59.950068600000009 59.939091550000008 59.963407450000012 74.610000000000014 68.52500000000002 4.5000000000000009 65.58467570000002 82.91993380000001 95.020000000000024 82.902675200000019 120.05000000000001 82.888608650000023 110.05000000000001 82.926290250000008 49.323301500000007 55.518428350000008 132.05000000000004 137.05000000000004 38.969379750000009 8.5000000000000018 59.916647550000008 128.92000000000004 37.214886200000009 37.855187800000003 37.726745000000001 38.911476500000006 56.852744000000008 20.507360500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -3 -8 16 10 -10 12 13 14 -12 -11 18 -18 23 20 -20 -22 24 -9 28 26 -26 -27 29 -21
right_child=-2 6 4 -5 -6 -7 7 8 9 15 11 -13 -14 -15 -16 -17 17 -19 19 22 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=1274.0785000538226 -13.406215982510373 36.463164879391933 28602.371403249104 -42434.311033871301 7647.0220777123004 173003.18580729168 1097.1920557778296 -3629.0146204646162 10265.535943853276 -30385.262910636528 46994.437621753255 181696.52055165818 -33230.07582763672 -23941.715021623884 170694.42563920456 -1422.4476285255002 -18983.371174468535 -3847.9915711222511 -33296.824004289221 -26115.297734375003 110069.123203125 312893.40976562502 79809.22779592342 -50049.096407877601 8226.8598031850979 -103175.93796875 184851.96875325521 -4724.4636705866596 17482.77617938702 -192013.09515625003
leaf_weight=97714 3777275 385812 96 152 2572 24 15966 22051 1564 244 77 49 80 28 22 7397 2323 3907 51 20 20 21 55 120 39 30 30 379 26 20
leaf_count=97714 3777275 385812 96 152 2572 24 15966 22051 1564 244 77 49 80 28 22 7397 2323 3907 51 20 20 21 55 120 39 30 30 379 26 20
internal_value=0 93.6217 1438.09 1206.19 9868.52 57482.5 -213.413 -1981.7 -3256.76 1169.82 15936 50578.9 19541.4 52783.3 74483.3 -2347.32 -4696.33 -9491.57 -3389.61 12353.2 76891.4 213955 2440.82 -3880.26 -5381.36 2051.37 85020.4 -11945.8 -59212.4 -109064
internal_weight=0 540889 100558 97866 2692 120 440331 54519 38553 9461 1820 256 207 127 99 7641 29092 6230 22862 691 92 41 599 22171 544 478 69 409 66 40
internal_count=4318164 540889 100558 97866 2692 120 440331 54519 38553 9461 1820 256 207 127 99 7641 29092 6230 22862 691 92 41 599 22171 544 478 69 409 66 40
is_linear=0
shrinkage=0.1


Tree=3114
num_leaves=31
num_cat=0
split_feature=1 3 5 1 1 5 1 5 3 5 4 0 4 0 5 0 0 0 6 3 5 5 0 0 0 3 1 1 2 5
split_gain=5.78467e+11 2.71957e+12 8.42974e+12 1.9596e+13 8.10051e+12 1.85621e+13 1.57539e+13 2.02969e+13 1.52411e+13 2.42127e+13 4.75717e+13 2.11603e+13 1.55773e+13 1.38278e+13 1.12936e+13 2.54958e+13 1.78718e+13 3.63192e+13 2.46812e+13 1.8772e+13 1.8731e+13 1.10678e+13 1.37774e+13 1.00315e+13 9.62847e+12 8.79903e+12 2.35956e+13 2.11692e+13 1.69468e+13 4.88919e+13
threshold=83.000022850000008 8.5000000000000018 225.45000000000002 92.815157350000007 83.093115700000013 31.795000000000005 83.663637000000008 225.45000000000002 2.5000000000000004 161.85000000000002 4.5000000000000009 53.204054050000003 4.5000000000000009 55.046835900000012 43.205000000000005 54.970187400000007 54.811549550000009 54.864040150000001 1.5000000000000002 4.5000000000000009 63.855000000000011 95.020000000000024 54.762542150000009 55.043101600000007 54.811549550000009 5.5000000000000009 86.067573200000012 91.910414550000013 4.5000000000000009 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 7 8 -6 11 -11 -10 14 23 24 16 21 18 -18 -20 -21 -16 -23 -7 -13 -8 28 -28 29 -27
right_child=1 2 3 -5 6 13 25 -9 9 10 -12 12 -14 -15 15 -17 17 -19 19 20 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=13.767345120288276 -3659.7552836430486 -240.857563291627 92732.274340820324 -9168.4484969429359 3736.2546844270701 3840.2935483263195 178.1627588320514 -101560.36852678572 -41677.420058718155 162049.945125 -33032.956218750005 -5408.0499073875872 60984.930067274305 15830.817421754695 -8139.0923709656417 -19087.564824824949 -76540.946450407602 -5307.6122611315805 20972.130256303866 45578.721759588072 154011.0470982143 -9943.0811104910717 -85709.614360119056 -16005.596339948517 4521.2478285176676 18194.661512831917 -9091.739481885219 5829.4117527377648 2755.6450914202333 157011.85606971156
leaf_weight=3782924 3789 390792 32 46 2554 10547 110230 21 157 25 25 2080 36 969 2436 1470 23 1406 446 66 21 56 42 261 1841 1050 1615 2312 866 26
leaf_count=3782924 3789 390792 32 46 2554 10547 110230 21 157 25 25 2080 36 969 2436 1470 23 1406 446 66 21 56 42 261 1841 1050 1615 2312 866 26
internal_value=0 -97.3037 -234.297 32637 273.593 2428.33 13.1931 -3329.96 -3167.32 -4907.87 64508.5 -5252.2 -4675.88 4387.04 -4914.96 -7654.9 -3916.9 3248.24 24884.1 29260.8 71752 -9464.66 -42414.5 3361.04 -746.015 379.042 4151.91 -306.992 13168.4 21549
internal_weight=0 535240 390870 78 144370 15566 128804 12705 12684 10130 50 10080 9923 11777 9887 5966 4496 1962 556 533 87 2534 98 10808 3921 116099 5869 3927 1942 1076
internal_count=4318164 535240 390870 78 144370 15566 128804 12705 12684 10130 50 10080 9923 11777 9887 5966 4496 1962 556 533 87 2534 98 10808 3921 116099 5869 3927 1942 1076
is_linear=0
shrinkage=0.1


Tree=3115
num_leaves=31
num_cat=0
split_feature=5 5 4 2 0 0 4 1 0 4 4 3 6 3 0 0 3 0 2 2 0 0 1 2 3 3 4 1 0 1
split_gain=6.57933e+11 4.36559e+12 1.66145e+13 3.23084e+13 1.37072e+13 1.13576e+13 1.83438e+13 2.53784e+13 1.69445e+13 2.64467e+13 1.63968e+13 2.53033e+13 1.29554e+13 2.0481e+13 3.21876e+13 1.58163e+13 2.25353e+13 2.11468e+13 1.98605e+13 4.76719e+13 2.47692e+13 1.56821e+13 2.12118e+13 3.68212e+13 2.65703e+13 5.02284e+13 2.06324e+13 1.91149e+13 2.8844e+13 3.12067e+13
threshold=142.05000000000004 137.05000000000004 1.5000000000000002 5.5000000000000009 61.674413550000004 45.005863250000004 4.5000000000000009 39.753614400000011 45.022371150000005 3.5000000000000004 2.5000000000000004 4.5000000000000009 1.5000000000000002 3.5000000000000004 55.91302515000001 45.040161900000008 18.500000000000004 45.03656895000001 8.5000000000000018 11.500000000000002 45.029420750000007 55.160271200000004 38.92948375000001 7.5000000000000009 10.500000000000002 9.5000000000000018 4.5000000000000009 47.473138800000008 55.551692500000009 39.925119750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8 9 -7 11 -10 -12 14 -14 16 17 18 20 -20 -15 22 23 -17 25 26 -24 28 -23 -30
right_child=-2 2 4 -5 -6 8 7 -9 10 -11 12 -13 13 15 -16 21 -18 -19 19 -21 -22 27 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.72495639730498462 -562.27172776797306 -114205.50528492649 25285.417203932542 29472.234852652713 76030.05462740385 19846.682700892859 31402.88292025862 -100893.42506734915 33680.878532608702 -113231.59296875 18593.055773925782 -99210.847409539478 65528.078502270306 -108370.21484375 -20200.005558035715 -57553.060471147546 107642.50815104168 80386.774888392858 148146.44085582386 -40772.114062500004 26020.521744791666 135356.70943359376 -5988.8299498766792 59543.016845703125 -26794.778410890474 63539.918333760244 65287.864225260419 -6068.4241178712346 4366.4169685276929 58993.766700768858
leaf_weight=4292468 20711 34 416 29 26 28 29 29 23 32 480 38 117 32 70 167 30 35 22 34 24 20 1229 32 407 122 42 697 615 126
leaf_count=4292468 20711 34 416 29 26 28 29 29 23 32 480 38 117 32 70 167 30 35 22 34 24 20 1229 32 407 122 42 697 615 126
internal_value=0 2.70979 2960.29 -48068.1 3613.44 3228.87 17939.9 -34745.3 1651.98 -51128.4 2377.98 -49104.1 3108.14 1162.9 33437.4 -497.892 28657.8 12538.5 -8664.15 33445.9 -50774.2 -1990.68 -7742.76 -38723.5 -4317.66 2249.6 -3633.5 5895.75 16853.7 13655.3
internal_weight=0 4.29745e+06 4985 63 4922 4896 474 58 4422 60 4362 61 4301 3821 187 3634 177 147 112 56 56 3457 1999 199 1800 1393 1271 1458 761 741
internal_count=4318164 4297453 4985 63 4922 4896 474 58 4422 60 4362 61 4301 3821 187 3634 177 147 112 56 56 3457 1999 199 1800 1393 1271 1458 761 741
is_linear=0
shrinkage=0.1


Tree=3116
num_leaves=31
num_cat=0
split_feature=5 1 1 1 0 5 5 0 3 3 2 3 5 3 4 1 4 2 5 2 6 5 5 0 5 3 1 6 1 5
split_gain=5.77283e+11 4.06747e+12 2.82948e+13 2.38475e+13 2.7066e+13 1.79709e+13 1.69991e+13 1.90059e+13 1.37817e+13 2.35328e+13 1.30818e+13 9.34785e+12 1.88954e+13 2.87881e+13 2.31227e+13 1.9104e+13 1.73977e+13 1.67915e+13 1.55149e+13 1.21656e+13 1.18198e+13 1.31055e+13 1.51977e+13 1.37326e+13 1.17209e+13 2.34314e+13 3.91162e+13 1.1117e+13 1.15635e+13 1.08375e+13
threshold=100.05000000000001 82.966612450000014 82.962740850000003 82.973038550000012 55.025681450000008 177.02500000000003 114.05000000000001 55.046835900000012 19.500000000000004 9.5000000000000018 3.5000000000000004 11.500000000000002 110.05000000000001 14.500000000000002 3.5000000000000004 83.663637000000008 2.5000000000000004 5.5000000000000009 104.75000000000001 16.500000000000004 1.5000000000000002 116.06000000000002 114.05000000000001 50.565831500000009 125.85000000000001 3.5000000000000004 92.815157350000007 1.5000000000000002 93.043229050000022 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 10 -8 9 -4 -6 20 13 14 15 17 -15 -13 -16 27 24 22 -22 -23 -5 -26 -27 28 -18 -14
right_child=1 3 8 11 6 -7 7 -9 -10 -11 -12 12 29 16 18 -17 19 -19 -20 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=6.1502030671166503 -137.97271772890926 119662.78994384767 31502.138367452742 -9773.7140103590536 -96114.310722656257 -8685.5350260416672 -36909.105714285717 41645.000710227272 77642.266023437507 -57322.644376148906 -37199.71681265995 18199.364978448277 -4874.820051245686 87006.606896972662 41792.034356398814 13240.666251587516 -20553.485954605396 119828.15626583615 158385.18981250003 48939.312263997395 -5135.0457163004039 70701.698960297683 -33923.552098510743 1580.7068338760355 17688.613346354166 -167906.59041666667 -16851.022368164064 10572.242460552015 57868.694423828128 54016.208264160159
leaf_weight=4199349 109529 20 243 339 45 24 70 55 50 34 232 29 1331 24 21 203 314 37 25 48 2206 29 200 3245 36 30 40 304 20 32
leaf_count=4199349 109529 20 243 339 45 24 70 55 50 34 232 29 1331 24 21 203 314 37 25 48 2206 29 200 3245 36 30 40 304 20 32
internal_value=0 -217.37 -50.2826 -2266.21 -24806.8 49654.6 -32956.8 -2345.3 29321.6 20599.5 -46770.7 -1085.3 4221.72 14479.3 39639.8 28436 3316.6 75173.1 105158 388.671 -3154.39 -1924.8 -7528.11 2192.96 -18848.8 -47872.2 -81589.1 -3264.04 -15857.5 -3492.2
internal_weight=0 118815 109856 8959 446 44 402 125 327 277 277 8513 2388 1025 315 269 710 66 46 686 6125 5680 2406 3274 445 106 70 638 334 1363
internal_count=4318164 118815 109856 8959 446 44 402 125 327 277 277 8513 2388 1025 315 269 710 66 46 686 6125 5680 2406 3274 445 106 70 638 334 1363
is_linear=0
shrinkage=0.1


Tree=3117
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 3 5 5 3 1 1 2 1 0 1 1 4 1 3 0 1 1 3 3 1 1 2 3 5 1
split_gain=6.05153e+11 6.83042e+12 3.81165e+13 4.34076e+13 3.395e+13 3.63627e+13 4.22605e+13 6.28035e+13 3.18829e+13 6.17514e+13 3.54507e+13 3.25047e+13 3.17051e+13 3.0976e+13 5.91392e+13 5.35273e+13 6.31585e+13 4.91165e+13 6.3104e+13 4.41543e+13 4.24675e+13 4.32249e+13 5.32691e+13 4.04898e+13 5.51615e+13 7.7989e+13 4.63563e+13 3.98679e+13 1.19531e+14 8.81982e+13
threshold=81.910000000000011 55.801980100000009 55.795550600000006 49.177301950000007 3.5000000000000004 14.500000000000002 85.020000000000024 86.810000000000016 8.5000000000000018 37.792847950000002 37.752451500000006 6.5000000000000009 48.712293450000011 56.110481950000008 37.66934650000001 37.39371280000001 3.5000000000000004 36.585378200000001 5.5000000000000009 56.24640500000001 93.043229050000022 49.073956850000009 5.5000000000000009 7.5000000000000009 47.208373000000009 37.692869000000009 4.5000000000000009 13.500000000000002 112.04500000000002 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 9 -9 -10 -12 -11 14 15 16 17 18 -3 -15 21 22 -16 24 25 26 -24 28 29 -17
right_child=1 13 3 -5 5 -7 7 8 10 12 11 -13 -14 19 20 27 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.666592031179855 345.84301181456976 -19571.057552083334 143070.79813701924 -16167.043852967709 -40970.578385568777 70498.722615665582 161530.70104166667 128565.15388144842 -108637.31980846774 -81339.502963362072 -27111.162540108817 58297.986834881762 31200.731876327431 10138.771010984992 -34149.364098317659 92475.400300007037 17651.938569385882 -15290.767605488749 193279.6754732572 -113.63828497713885 -90378.888831967211 -1563.8094617246779 -122571.88549107144 -10520.630082399426 -13539.322653537325 112776.03714048672 71404.577556818185 3742.4393204065691 -38053.32113715278 23030.568038863988
leaf_weight=3935898 249365 30 26 262 107 154 33 63 31 29 112 74 183 4384 942 222 831 2930 26 100466 61 8165 28 7419 180 113 22 4700 270 1038
leaf_count=3935898 249365 30 26 262 107 154 33 63 31 29 112 74 183 4384 942 222 831 2930 26 100466 61 8165 28 7419 180 113 22 4700 270 1038
internal_value=0 120.122 426.807 19225.2 30644.9 26926 16308.5 27982.6 19025.1 41638.2 -9632.06 6868.82 15806.1 -462.504 -3484.53 2593.34 -6731.74 -13517.7 79252.5 315.037 -7091.4 -6790.22 -11693 -8967.67 24622.5 66764.3 -37222.2 8306.64 22327.4 35266.1
internal_weight=0 382266 250439 1074 812 786 632 525 492 275 217 186 212 131827 26977 10047 3817 2986 56 104850 16930 16869 8704 7762 343 163 50 6230 1530 1260
internal_count=4318164 382266 250439 1074 812 786 632 525 492 275 217 186 212 131827 26977 10047 3817 2986 56 104850 16930 16869 8704 7762 343 163 50 6230 1530 1260
is_linear=0
shrinkage=0.1


Tree=3118
num_leaves=31
num_cat=0
split_feature=2 3 1 0 0 1 3 2 0 0 1 3 6 5 0 5 3 6 5 2 1 5 2 1 5 5 5 6 5 1
split_gain=5.60324e+11 5.83274e+12 1.90312e+13 2.65225e+13 3.12554e+13 2.96829e+13 2.42615e+13 2.85898e+13 2.14026e+13 3.8189e+13 2.73251e+13 4.77324e+13 2.81662e+13 2.87409e+13 2.56833e+13 2.65253e+13 7.42979e+13 6.25209e+13 3.75265e+13 3.97679e+13 5.0871e+13 3.50701e+13 2.91736e+13 2.45555e+13 1.9841e+13 3.4011e+13 2.84728e+13 5.1233e+13 1.97583e+13 3.38454e+13
threshold=5.5000000000000009 19.500000000000004 82.940215400000014 55.039751500000008 55.020029900000004 82.957885500000017 20.500000000000004 1.5000000000000002 55.68356880000001 59.834458500000004 37.417247200000006 22.500000000000004 1.5000000000000002 44.905000000000008 55.619594000000006 60.905000000000008 22.500000000000004 1.5000000000000002 99.555000000000021 2.5000000000000004 37.559851850000008 85.020000000000024 2.5000000000000004 37.726745000000001 86.02500000000002 96.015000000000015 83.010000000000005 1.5000000000000002 125.85000000000001 60.58031445000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 -3 10 28 11 -8 -13 -14 -12 -16 17 21 19 20 -19 22 -17 -21 26 -26 27 -18 -10 -30
right_child=-2 2 3 -5 5 -7 8 -9 9 -11 14 12 13 -15 15 16 24 18 -20 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.65361033197878105 41.843902299848004 13918.534246818112 -4383.4525912598883 1415.397731795744 -33512.147193771183 -5250.1194361801518 -33631.94419159471 -6228.4568595340852 -2889.9369887696093 2530.3910809095746 1842.9006494839357 15412.812964431459 16770.795964725381 -35128.707247177023 5530.8379645108071 2184.6935000000003 -8444.4053432753371 -124783.84701086956 -66847.806962316186 160356.25458984377 64601.254054054065 235279.53636363638 126320.34925560583 39962.801173400883 70396.53713805 -39870.630150082237 -109086.83552989131 71640.118980263171 -64894.04409254808 19463.613234375003
leaf_weight=2378728 1838026 757 2797 3106 921 623 570 10128 33061 19078 25190 649 165 302 2807 25 502 23 34 36 37 22 78 32 106 38 23 95 130 75
leaf_count=2378728 1838026 757 2797 3106 921 623 570 10128 33061 19078 25190 649 165 302 2807 25 502 23 34 36 37 22 78 32 106 38 23 95 130 75
internal_value=0 -31.0104 -773.74 -5639.83 -10687.9 -22108.5 -388.08 -4827.33 193.557 -1036.33 2288.22 -10088.4 1936.58 -16791.6 3006.58 10604.6 24155.5 67535.8 26537.2 51342.6 -7996.37 120670 96190.3 103701 7859.52 41298.3 93.101 4299.36 -3081.85 -34031.5
internal_weight=0 2.48014e+06 101410 7447 4341 1544 93963 10885 83078 52344 30734 1686 1116 467 29048 3858 1051 287 162 128 60 125 103 68 764 144 620 597 33266 205
internal_count=4318164 2480138 101410 7447 4341 1544 93963 10885 83078 52344 30734 1686 1116 467 29048 3858 1051 287 162 128 60 125 103 68 764 144 620 597 33266 205
is_linear=0
shrinkage=0.1


Tree=3119
num_leaves=31
num_cat=0
split_feature=2 3 1 0 1 0 5 5 5 5 1 1 5 1 5 4 0 0 1 5 0 5 0 1 5 1 5 1 1 5
split_gain=5.53006e+11 8.6374e+12 2.45407e+13 2.27145e+13 2.24488e+13 2.19792e+13 4.07077e+13 2.16064e+13 2.70629e+13 2.03508e+13 1.98816e+13 2.64038e+13 3.03889e+13 3.25166e+13 7.32359e+13 2.664e+13 2.15572e+13 2.07891e+13 2.10126e+13 1.9983e+13 1.92022e+13 4.8425e+13 3.49917e+13 3.3676e+13 2.05814e+13 5.57262e+13 1.75334e+13 1.72129e+13 1.71543e+13 1.67592e+13
threshold=4.5000000000000009 5.5000000000000009 20.507360500000004 45.254062050000009 47.208373000000009 54.920670650000005 84.030000000000015 177.02500000000003 225.45000000000002 87.00500000000001 40.247294600000011 38.969379750000009 87.395000000000024 39.666208800000007 125.85000000000001 4.5000000000000009 44.580511600000001 43.642715500000008 39.726951800000002 142.05000000000004 55.86787755000001 161.85000000000002 55.455204450000004 39.630124250000001 102.01000000000001 37.39371280000001 53.385000000000012 36.761894450000007 39.704585000000002 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 10 20 6 -2 -6 -9 -7 11 15 17 19 -15 16 -4 18 28 29 21 22 24 27 -5 -26 -19 -24 -13 -14
right_child=1 -3 3 4 7 9 -8 8 -10 -11 -12 12 13 14 -16 -17 -18 26 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=38.023011050068838 -34393.326391601564 23.765399259953316 -18293.221070897303 -2137.9738696103173 -150.21274851823696 -25295.692702498527 -186156.29066406252 104989.74245161578 2782.2468067956352 80098.446037946444 -1469.6980546557247 -16412.190552145341 -11807.431741181932 -112989.66001506025 76609.889409722222 111801.77038690477 1063.6445505716172 3367.7389927119402 9748.0788002220816 -75518.315948275864 -730.75508779300299 -111484.66962425596 -27178.020230047052 -40399.081318478471 173731.68789062501 9909.0753982345777 14257.969571353522 -6950.9069558121264 38484.573436010331 51859.690019531256
leaf_weight=2028337 152 2105613 645 22929 95230 53 20 44 63 28 9008 63 101 83 27 21 5327 4782 923 29 31300 42 440 328 24 154 2140 9598 590 70
leaf_count=2028337 152 2105613 645 22929 95230 53 20 44 63 28 9008 63 101 83 27 21 5327 4782 923 29 31300 42 440 328 24 154 2140 9598 590 70
internal_value=0 -33.6809 -690.307 -647.503 -1075.95 -31813.5 -52040.2 -99.7507 44811.5 11136.8 2234.43 4488.8 7972.74 -22780.9 -66451.6 -631.613 -1026.97 9094.61 19460.3 1237.98 -2511.84 -4175.22 -4040.57 -8867.84 -1875.02 31997.5 6734.55 -7837.53 33188.3 14255.1
internal_weight=0 2.28983e+06 184214 183961 160152 253 172 95337 107 81 23809 14801 8808 310 110 5993 5972 8498 1576 200 64815 33515 33473 10366 23107 178 6922 10038 653 171
internal_count=4318164 2289827 184214 183961 160152 253 172 95337 107 81 23809 14801 8808 310 110 5993 5972 8498 1576 200 64815 33515 33473 10366 23107 178 6922 10038 653 171
is_linear=0
shrinkage=0.1


Tree=3120
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 5 3 0 1 3 1 5 0 0 5 2 0 6 2 3 4 5 5 0 0 0 5 4 0 4
split_gain=6.15422e+11 5.70963e+12 1.4583e+13 2.96277e+13 2.06758e+13 2.47701e+13 2.13379e+13 1.9168e+13 5.19309e+13 4.62875e+13 3.49527e+13 2.52043e+13 2.26238e+13 2.39004e+13 2.00525e+13 2.22182e+13 2.00142e+13 2.20869e+13 1.96818e+13 3.215e+13 1.77527e+13 1.72125e+13 2.99377e+13 3.15392e+13 5.10356e+13 4.29039e+13 3.13021e+13 2.53824e+13 2.96755e+13 2.4456e+13
threshold=38.781124500000011 38.096381250000007 41.005000000000003 54.990000000000002 46.672631750000008 120.05000000000001 3.5000000000000004 55.628356700000005 38.151577750000008 11.500000000000002 38.633372000000001 128.92000000000004 55.74310830000001 55.769960200000007 66.040000000000006 8.5000000000000018 55.801980100000009 1.5000000000000002 2.5000000000000004 4.5000000000000009 3.5000000000000004 64.405000000000015 80.815000000000012 55.07108800000001 55.110554300000004 55.56564190000001 99.555000000000021 2.5000000000000004 55.576287050000012 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 14 16 11 12 -11 -14 -6 18 17 -9 20 -20 -16 27 -23 -24 29 26 -26 -10 -29 -25
right_child=-2 2 3 4 7 -7 -8 9 21 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=2.9810393537270832 -24.850253124307297 2732.6915478463116 -2280.1775973968797 7363.8498958609198 11718.995835042319 -75066.665601562505 -10141.87968238657 64072.935294596355 17014.659959319888 -58378.658784117877 -46154.767278180807 -96151.921421370978 33698.755843304985 -6236.0041629666775 2648.8152928018167 -9253.1528607930213 7684.3273271183634 -4444.4113047153141 145749.95545014882 51652.129405007436 91291.676088169654 -3773.0207819482903 -6609.0497111756813 95500.280050560745 2533.3826304633499 30130.064169966266 -70983.879618275314 6660.0097011310827 -24635.523872043035 -9523.6484664351865
leaf_weight=1222775 3012745 27699 28970 1062 375 50 2022 48 2098 79 238 31 158 2911 117 73 6030 2370 42 268 28 4095 553 124 217 550 79 1972 358 27
leaf_count=1222775 3012745 27699 28970 1062 375 50 2022 48 2098 79 238 31 158 2911 117 73 6030 2370 42 268 28 4095 553 124 217 550 79 1972 358 27
internal_value=0 57.3513 861.797 -81.3628 2370.98 -5245.63 -4113.64 3416.05 6427.97 629.808 -9191.12 -6423.79 -5540.19 -4180.06 29401.4 41960 4602.12 -3084.27 50176.6 64400.9 19766.1 4368.5 707.374 12544.3 23168 13609.4 -17087.8 9035.86 1851.51 76721.2
internal_weight=0 1.30542e+06 82644 54945 25975 3134 3084 22841 10976 11865 3417 3179 3148 3069 903 528 8448 2418 455 310 145 10073 5645 1550 997 846 296 4428 2330 151
internal_count=4318164 1305419 82644 54945 25975 3134 3084 22841 10976 11865 3417 3179 3148 3069 903 528 8448 2418 455 310 145 10073 5645 1550 997 846 296 4428 2330 151
is_linear=0
shrinkage=0.1


Tree=3121
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 5 1 5 1 0 1 3 2 1 0 2 5 5 5 1 1 1 0 5 5 0 5 3 2 0
split_gain=6.26025e+11 5.33053e+12 2.13237e+13 1.73079e+13 2.98333e+13 4.24786e+13 2.94991e+13 4.55386e+13 4.16401e+13 7.31531e+13 5.29951e+13 8.09202e+13 4.87797e+13 2.90602e+13 3.20426e+13 2.20691e+13 1.93764e+13 3.7608e+13 3.39485e+13 2.55399e+13 1.8967e+13 1.70102e+13 1.63148e+13 1.56546e+13 1.56442e+13 2.29513e+13 1.55899e+13 1.59671e+13 1.50343e+13 1.46373e+13
threshold=4.5000000000000009 45.022371150000005 45.03656895000001 39.143775600000005 39.666208800000007 72.705000000000013 38.633372000000001 65.045000000000016 38.969379750000009 44.732363600000006 38.959914000000005 3.5000000000000004 2.5000000000000004 38.233559750000005 44.893607100000004 3.5000000000000004 88.015000000000015 82.00500000000001 150.04500000000004 39.011252750000004 39.007683500000006 39.071052600000009 44.982728700000003 48.510000000000012 105.35000000000001 45.013473000000012 67.990000000000023 2.5000000000000004 3.5000000000000004 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 6 5 26 13 -8 9 -9 -11 24 -13 14 -1 -7 17 -10 20 -19 -18 -3 29 28 25 -12 -5 -28 -16 -6
right_child=-2 2 -4 4 22 15 7 8 16 10 11 12 -14 -15 23 -17 18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=4516.9944263173093 11.695713153023581 -9734.8903610388479 -167.88203500198622 -9996.2658836620285 882.73239234631728 -48970.068710937507 4905.3904888051784 208713.05271990743 8142.794918141085 7409.5245184948981 49346.064613868919 276403.63045970775 86316.61255787038 -16908.27056968298 -4308.6876260431936 -162107.38953125 -92030.190567835365 178795.30866477275 101886.76785714286 46324.331395916612 -13330.635519837941 5056.042043787088 11607.92976955724 -16905.913710993478 118975.23405539774 -47786.480317540321 103032.34356250001 -4380.477142137097 32413.643679784349 -5131.8898441756146
leaf_weight=8763 3945856 3935 320220 1821 19479 125 5950 27 340 245 113 27 27 917 1418 20 41 22 21 43 121 969 1193 1134 22 31 25 31 121 5107
leaf_count=8763 3945856 3935 320220 1821 19479 125 5950 27 340 245 113 27 27 917 1418 20 41 22 21 43 121 969 1193 1134 22 31 25 31 121 5107
internal_value=0 -123.955 -268.103 869.3 -729.907 -12426.6 3163.04 8334.37 27225.5 48691.5 39399.9 75025.6 181360 220.073 1593.52 -64575.2 9264.24 21466.7 -17741.1 91160.7 -33248.4 -6812.29 187.534 -7990.64 40434.8 28435.6 -8398.07 43571.7 -1421.49 -366.624
internal_weight=0 372308 325124 47184 27801 2022 19383 7030 1080 492 465 220 54 12353 11436 145 588 405 183 65 162 4904 25779 2673 166 144 1877 56 1539 24586
internal_count=4318164 372308 325124 47184 27801 2022 19383 7030 1080 492 465 220 54 12353 11436 145 588 405 183 65 162 4904 25779 2673 166 144 1877 56 1539 24586
is_linear=0
shrinkage=0.1


Tree=3122
num_leaves=31
num_cat=0
split_feature=3 0 1 5 5 0 1 1 1 1 0 0 0 4 1 0 0 5 5 0 0 1 0 1 0 1 0 0 1 5
split_gain=5.51461e+11 2.34369e+12 6.23326e+12 1.27522e+13 1.59328e+13 9.8488e+12 8.67897e+12 1.78027e+13 9.95308e+12 1.51688e+13 3.50191e+13 1.34447e+13 2.94269e+13 1.86732e+13 1.86625e+13 1.13687e+13 2.80622e+13 1.72043e+13 3.48457e+13 9.91639e+12 1.07264e+13 9.80422e+12 9.10501e+12 7.75772e+12 1.91597e+13 1.01474e+13 1.44135e+13 2.42227e+13 1.08047e+13 1.01342e+13
threshold=2.5000000000000004 55.212972300000011 56.249874400000003 225.45000000000002 161.85000000000002 56.663136550000011 37.328003200000005 38.151577750000008 30.370618100000005 30.305955500000003 60.003414000000006 59.932719750000011 59.916647550000008 1.5000000000000002 30.323743050000001 59.963407450000012 59.820733200000006 79.730000000000018 114.05000000000001 56.876792350000009 59.609407350000005 30.425002000000003 60.017447350000005 52.307266200000008 55.535913550000011 47.554129950000011 55.885524800000006 56.054485600000007 44.083877800000003 13.050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 23 8 -8 9 15 11 12 -11 -13 -15 16 -7 -18 -19 -10 -21 -22 -17 25 -25 28 -27 -28 29 -3
right_child=-2 2 3 -5 -6 6 7 -9 19 10 -12 13 -14 14 -16 22 17 18 -20 20 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-164.34816334569132 -5.8596001852266433 -43024.074027267161 2517.8991566271884 -54599.205373597768 80871.250540865396 -6188.7997446124473 -42116.004297707303 -3480.6766080434786 38810.37092001272 -70716.597622282614 64951.871200561523 -25.580638586956525 54155.599536132817 -156958.9069128788 -47001.367834051722 -48617.444401575311 21677.743999481201 185533.00764648439 -1136.9584521484376 -20049.913465583395 31697.336289062503 4394.1934551363765 -7741.971838880565 16455.329129108632 -11901.609351022102 10551.530478183848 -18161.049284969864 8094.2912857103911 -8715.7531149801071 1640.2889239521178
leaf_weight=66309 4205107 51 14179 39 26 623 121 8321 86 46 32 23 32 33 29 61 256 20 20 169 140 2171 511 304 1102 2736 558 949 1133 12977
leaf_count=66309 4205107 51 14179 39 26 623 121 8321 86 46 32 23 32 33 29 61 256 20 20 169 140 2171 511 304 1102 2736 558 949 1133 12977
internal_value=0 217.945 760.204 2504.53 2661.31 -4.20169 -2178.74 -4034.44 1505.61 -4463.11 -30691.3 -49467.8 -19487 -76979.7 -105527 -1032.87 5856.15 31207.5 92198 5427.39 4269.75 6048.21 -12101.1 1389.21 -5770.38 1936.18 6225.93 -1627.33 650.862 1465.44
internal_weight=0 113057 46748 14244 14205 32504 12694 8442 4252 1686 195 163 78 85 62 1491 919 296 40 2566 2480 2311 572 19810 1406 18404 4243 1507 14161 13028
internal_count=4318164 113057 46748 14244 14205 32504 12694 8442 4252 1686 195 163 78 85 62 1491 919 296 40 2566 2480 2311 572 19810 1406 18404 4243 1507 14161 13028
is_linear=0
shrinkage=0.1


Tree=3123
num_leaves=31
num_cat=0
split_feature=3 4 1 1 0 1 1 1 1 5 0 0 5 5 2 0 0 0 5 1 1 5 3 0 1 1 0 1 0 1
split_gain=5.65107e+11 5.06437e+12 1.50058e+13 2.17677e+13 1.12508e+13 1.68386e+13 1.03755e+13 2.45656e+13 1.88742e+13 1.74105e+13 8.49526e+12 1.31405e+13 6.39431e+12 1.51276e+13 8.56678e+12 5.15688e+12 2.35028e+13 3.96887e+13 3.44517e+13 3.02845e+13 2.56474e+13 3.3526e+13 2.19523e+13 2.02362e+13 5.11069e+13 2.18967e+13 1.87821e+13 1.8078e+13 1.6752e+13 4.07099e+13
threshold=4.5000000000000009 5.5000000000000009 44.660994650000006 41.950906500000009 55.74310830000001 52.307266200000008 35.911716050000003 37.362912300000012 37.914142000000005 177.02500000000003 44.226894250000008 55.551692500000009 177.02500000000003 150.04500000000004 2.5000000000000004 53.516665650000007 53.310923100000004 53.145783300000012 114.05000000000001 49.964253350000007 60.837513500000007 43.605000000000011 3.5000000000000004 54.194619400000008 45.148007750000012 46.037218400000008 53.340367100000002 83.140147550000009 53.204054050000003 50.227799100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 6 5 -4 12 -8 -9 10 -10 -12 13 14 -3 16 17 -1 20 -19 21 -18 -20 24 -17 -26 -23 -22 -21 -30
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 11 -13 -14 -15 -16 23 18 19 22 28 27 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=385.63281849589123 11.112101884709684 86479.535703125002 -80451.273521205352 95130.504612593213 -98484.186860183196 24268.810926011032 -122536.35071022727 69864.63396875 -51096.292336309532 -80175.542588141034 64004.72614746094 -39323.042387695314 53406.230139160158 -52867.589213709674 -6077.3457421875 -29674.639950345743 1428.1095485466367 -32458.450110899852 108473.09716796875 -15592.702775177162 -35457.043791707358 26959.909335991688 -12667.52728794643 -236.29362071187199 13431.500574601227 -4938.2712485455449 10163.201975772439 -617.96937111278646 17750.302494886349 -7984.891295516969
leaf_weight=126675 3945856 20 28 22 29 34 22 25 21 39 32 20 32 31 20 792 3074 474 52 1339 156 1070 21 223680 743 5123 1762 3292 780 2900
leaf_count=126675 3945856 20 28 22 29 34 22 25 21 39 32 20 32 31 20 792 3074 474 52 1339 156 1070 21 223680 743 5123 1762 3292 780 2900
internal_value=0 -117.77 -11733 -409.658 -47071.8 -23024.1 -8432.11 -24448.8 -8697.53 -26233.7 2584.5 24263.3 16292.7 -434.528 40201.1 -106.059 368.86 24.7802 5192.91 -8296.9 4658.86 8659.78 73624.4 -398.005 -5830.8 -2611.52 16509.4 -2194.22 -6015.06 -2530.15
internal_weight=0 372308 375 284 91 62 262 159 137 112 73 52 103 71 40 371933 141595 132168 9427 5493 9354 5906 73 230338 6658 5866 2832 3448 5019 3680
internal_count=4318164 372308 375 284 91 62 262 159 137 112 73 52 103 71 40 371933 141595 132168 9427 5493 9354 5906 73 230338 6658 5866 2832 3448 5019 3680
is_linear=0
shrinkage=0.1


Tree=3124
num_leaves=31
num_cat=0
split_feature=3 0 4 2 4 0 0 1 1 0 5 5 5 0 4 5 5 3 1 1 1 4 1 0 0 3 0 0 0 5
split_gain=6.0108e+11 2.36015e+12 4.33145e+12 5.3012e+12 4.05224e+12 6.07505e+12 4.02325e+12 6.61673e+12 3.2676e+13 9.62904e+12 7.94779e+12 7.56705e+12 1.10947e+13 6.7974e+13 1.06035e+13 6.60772e+12 9.11955e+12 8.34421e+12 7.6106e+12 6.58668e+12 1.09409e+13 1.07092e+13 1.08298e+13 1.00211e+13 8.37915e+12 7.70862e+12 1.28926e+13 9.51658e+12 1.09937e+13 1.00873e+13
threshold=2.5000000000000004 47.249522000000006 5.5000000000000009 1.5000000000000002 5.5000000000000009 45.005863250000004 45.005863250000004 38.096381250000007 37.597123000000003 45.087005000000012 101.05000000000001 82.00500000000001 84.030000000000015 45.063245200000004 4.5000000000000009 77.715000000000018 78.010000000000005 1.5000000000000002 40.810045900000013 38.233559750000005 38.92948375000001 3.5000000000000004 38.891822450000006 47.222459950000008 47.155083450000006 1.5000000000000002 45.03656895000001 45.03656895000001 45.029420750000007 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 15 8 10 -10 -8 14 13 -13 -9 17 18 -1 -17 -14 21 -21 -23 24 25 26 -22 28 -27 -29
right_child=-2 2 3 -5 5 -7 7 11 9 -11 -12 12 19 -15 -16 16 -18 -19 -20 20 23 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-3142.7903824090104 -6.1175385445563961 521.99712064380742 -66820.772991071441 -4774.9751611328129 737.64107481060614 70583.548085937495 4613.3712014486619 -1395.8935950315572 -71228.585654105394 -25056.949613083467 -46925.143192414318 190514.51071428572 -43969.543985098382 -44062.895677083339 -72499.316982886914 -96485.363125000003 -4364.6668228175213 3560.5625381967689 -10291.449060639883 72056.761977435177 80758.285685483876 -30414.261369554926 53348.176873989767 51596.29674804688 -36665.616875685308 -9889.8133090254196 8714.4554031249991 -36310.869870283022 -74944.84489440918 9685.1880598273037
leaf_weight=2505 4205107 82952 21 40 33 20 860 16588 51 395 31 21 27 30 21 20 1183 7178 21 47 31 33 29 40 57 138 125 53 32 475
leaf_count=2505 4205107 82952 21 40 33 20 860 16588 51 395 31 21 27 30 21 20 1183 7178 21 47 31 33 29 40 57 138 125 53 32 475
internal_value=0 227.539 502.409 -26135 -531.939 27094.6 -580.76 -1456.37 -8240.34 -30336.7 2820.22 -945.289 6943.34 52527.8 -1485.79 951.297 -5971.59 1826.4 -52337.3 4804.6 6046.96 36055.9 8764.94 2607.45 456.457 2934.16 23030.9 -1557.37 -22135.5 5068.16
internal_weight=0 113057 83013 61 30044 53 29991 19084 1337 446 891 17747 1138 51 16609 10907 1224 9683 41 1087 1060 109 62 951 911 854 156 698 170 528
internal_count=4318164 113057 83013 61 30044 53 29991 19084 1337 446 891 17747 1138 51 16609 10907 1224 9683 41 1087 1060 109 62 951 911 854 156 698 170 528
is_linear=0
shrinkage=0.1


Tree=3125
num_leaves=31
num_cat=0
split_feature=5 3 0 1 4 2 1 4 0 3 0 1 1 2 3 1 3 1 0 2 0 4 3 1 2 0 0 1 2 2
split_gain=5.66794e+11 2.52665e+12 2.47571e+12 2.1432e+12 1.05052e+13 1.45827e+13 1.1735e+13 1.12326e+13 8.09757e+12 7.8405e+12 7.58614e+12 1.27105e+13 3.3172e+12 1.04117e+13 3.11148e+12 1.02768e+13 1.79955e+13 1.57826e+13 3.28218e+13 1.18628e+13 1.81313e+13 1.16146e+13 2.2117e+13 2.99384e+13 2.08245e+13 1.42131e+13 1.49507e+13 1.58224e+13 1.49e+13 1.36998e+13
threshold=225.45000000000002 32.500000000000007 63.563300600000012 83.761389800000003 4.5000000000000009 6.5000000000000009 92.896330950000007 3.5000000000000004 53.242949050000007 9.5000000000000018 61.785186750000001 91.910414550000013 83.093115700000013 3.5000000000000004 8.5000000000000018 30.468306550000005 4.5000000000000009 36.585378200000001 59.963407450000012 6.5000000000000009 54.762542150000009 3.5000000000000004 5.5000000000000009 38.984911950000004 3.5000000000000004 55.020029900000004 55.86787755000001 60.528664650000003 2.5000000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 7 6 -6 8 -5 10 11 -10 14 -14 15 16 -2 18 -17 21 -21 22 25 -24 -25 28 -27 -28 -19 -23
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 17 -18 19 -20 20 -22 29 23 24 -26 26 27 -29 -30 -31
leaf_value=-1.1387650743761486 22542.643949142159 32850.120937499996 34424.231782670453 -24777.656374289774 126265.65923913044 -26064.883750000001 22872.077529761907 -69297.728089488635 16677.574812605577 -30098.41822443423 -9024.4718750000011 107913.11341646635 -66697.074971064823 28497.8032421875 -2621.0326266521683 137528.91929086539 -53287.427745225701 1129.1089294866467 -28431.32389914773 -1652.506568287037 122239.45755208333 61.706957454931469 152153.9617553711 81697.651545266548 -24151.374016291924 -38277.703917275707 17652.560722128379 -49065.259446022734 36557.936480564029 -30918.755402888808
leaf_weight=4313902 51 25 22 55 23 20 21 22 37 23 27 26 27 20 1736 26 81 282 22 27 21 839 24 34 41 124 185 44 205 172
leaf_count=4313902 51 25 22 55 23 20 21 22 37 23 27 26 27 20 1736 26 81 282 22 27 21 839 24 34 41 124 185 44 205 172
internal_value=0 1152.63 965.606 790.97 9695.64 44736.3 76918.7 -2107.55 6691.17 22007.8 35323.9 54330.3 219.956 -26188.6 537.075 3054.28 -23989.4 4799.04 61463.8 3437.72 52550.2 2228.8 10236.9 54941.5 23833.5 4968.1 -10310.4 4833.42 16042.7 -5208.96
internal_weight=0 4262 4237 4215 254 64 44 190 168 113 90 63 3961 47 3914 2178 132 2046 48 1998 48 1950 939 99 75 840 353 229 487 1011
internal_count=4318164 4262 4237 4215 254 64 44 190 168 113 90 63 3961 47 3914 2178 132 2046 48 1998 48 1950 939 99 75 840 353 229 487 1011
is_linear=0
shrinkage=0.1


Tree=3126
num_leaves=31
num_cat=0
split_feature=5 3 0 5 4 1 1 1 4 0 0 4 2 5 1 1 1 0 6 4 1 1 0 0 0 0 0 4 0 1
split_gain=5.56946e+11 3.84225e+12 8.56236e+12 9.4083e+12 8.12013e+12 7.28404e+12 1.25892e+13 2.2216e+13 1.27033e+13 1.1748e+13 2.81405e+13 3.13669e+13 2.27991e+13 1.57694e+13 1.11345e+13 1.04533e+13 1.19252e+13 2.76681e+13 1.35613e+13 7.69685e+12 3.90966e+13 2.20085e+13 2.68867e+13 1.62798e+13 8.03646e+12 3.34836e+13 2.59913e+13 2.92844e+13 2.32815e+13 7.78223e+13
threshold=142.05000000000004 4.5000000000000009 43.056445700000005 177.02500000000003 3.5000000000000004 37.971176850000006 37.328003200000005 37.214886200000009 5.5000000000000009 55.455204450000004 55.628356700000005 3.5000000000000004 2.5000000000000004 177.02500000000003 37.620907050000007 37.098288800000006 35.911716050000003 55.551692500000009 1.5000000000000002 5.5000000000000009 39.003296000000006 45.148007750000012 47.425481600000005 55.299834250000011 55.899899800000007 55.591389050000011 56.121679000000007 3.5000000000000004 55.645049100000001 49.073956850000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 15 9 12 -11 -12 -8 -13 -15 16 18 -18 -4 24 -21 22 -22 -23 25 -7 27 -26 -27 -30
right_child=1 -3 5 -5 -6 19 8 -9 -10 10 11 13 -14 14 -16 -17 17 -19 -20 20 21 23 -24 -25 26 28 -28 -29 29 -31
leaf_value=2.4931695159076419 99883.827397017041 94.677438492274675 -44575.77158954327 -1625.7575494791668 21914.340194163604 -6404.6346105488119 28584.44570550686 -63395.362301199784 99256.645014880953 138027.74318181819 -80536.599579326925 120808.08482142858 -94136.295149739599 66556.269375000003 -38964.020937499998 56333.983088235291 40040.490662202385 -110677.68706896552 9325.3330947608283 -159533.32218750002 -18030.735985137198 -8950.7545138888891 117053.0714334239 -127986.41375000001 -6205.8477103097102 142533.52325148811 -10119.534094801684 -171299.91946022728 -131708.15924479169 71690.624694683909
leaf_weight=4297453 22 17232 52 75 34 1614 41 56 21 22 26 21 24 20 20 34 21 29 456 20 41 27 23 20 21 21 585 22 24 87
leaf_count=4297453 22 17232 52 75 34 1614 41 56 21 22 26 21 24 20 20 34 21 29 456 20 41 27 23 20 21 21 585 22 24 87
internal_value=0 -517.323 -3548.65 21531.3 52545.2 -4529.98 3510.53 -3193.17 25787.5 16920.5 36986 11435.2 -16727.8 50636.3 13796.1 2501.63 -778.478 -47376.1 3807.9 -7235.82 -30832.9 -7643.59 30515 -59604.2 -5933.71 -2444.32 -15635.1 -90672.6 45979.5 27712.5
internal_weight=0 20711 3479 131 56 3348 843 648 195 174 109 87 65 61 40 592 558 50 508 2505 131 111 64 47 2374 1746 628 43 132 111
internal_count=4318164 20711 3479 131 56 3348 843 648 195 174 109 87 65 61 40 592 558 50 508 2505 131 111 64 47 2374 1746 628 43 132 111
is_linear=0
shrinkage=0.1


Tree=3127
num_leaves=31
num_cat=0
split_feature=5 3 0 1 0 0 0 3 0 3 1 4 1 0 4 0 2 0 2 1 1 4 1 4 1 1 1 0 2 3
split_gain=6.3744e+11 2.37544e+12 2.18955e+12 1.15403e+13 6.38384e+12 6.8774e+12 1.31687e+13 6.10863e+12 5.75566e+12 2.88145e+12 7.62802e+12 1.54429e+13 1.51177e+13 1.57119e+13 1.42308e+13 1.294e+13 7.08422e+12 9.34303e+12 1.16229e+13 8.38787e+12 9.71578e+12 8.26e+12 1.42944e+13 2.63035e+13 1.74908e+13 1.8973e+13 1.01085e+13 1.63525e+13 1.63069e+13 1.3171e+13
threshold=225.45000000000002 27.500000000000004 60.017447350000005 30.305955500000003 59.939091550000008 59.916647550000008 59.853570100000006 9.5000000000000018 59.755965500000009 8.5000000000000018 39.071052600000009 1.0000000180025095e-35 38.996948700000011 45.087005000000012 5.5000000000000009 56.320495600000008 5.5000000000000009 42.966471700000007 3.5000000000000004 48.712293450000011 82.871296800000025 3.5000000000000004 49.148175700000003 6.5000000000000009 39.969502550000009 39.718803500000007 60.695889550000011 56.635684300000008 2.5000000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -6 9 10 12 -12 14 -14 15 -2 17 18 -13 -18 -21 -19 23 24 25 -23 28 -28 -24 -30
right_child=1 -3 3 -5 7 -7 -8 -9 -10 -11 11 16 13 -15 -16 -17 19 21 -20 20 -22 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=-1.2076523275353936 7251.1729358878965 -26817.618837890623 84070.585507812502 1549.0687796927787 -60896.857678222659 46926.809919507577 -62805.663061523439 9553.5491455078136 45237.397447916672 -1839.776283124954 -82496.987784090918 1827.9639709472658 127844.98620923914 17168.910226966596 -61338.589205367483 68314.718509615384 -1852.0681875 6752.9338457805352 95024.434952445663 110187.96039062501 21339.382910156251 -61960.429166666669 102775.31351725261 75790.170809659103 -58010.157677083334 45995.921579649395 478.79686931818179 -62875.694964044742 51122.88081640625 -54967.870170454546
leaf_weight=4313902 315 30 20 111 32 33 32 20 30 1699 22 32 23 29 27 39 50 738 23 20 32 27 24 22 150 41 550 44 25 22
leaf_count=4313902 315 30 20 111 32 33 32 20 30 1699 22 32 23 29 27 39 50 738 23 20 32 27 24 22 150 41 550 44 25 22
internal_value=0 1222.36 1421.13 14147.8 1014.6 1461.72 1088.12 -33800.5 1601.33 1270.25 3613.46 778.134 15544.1 66121.8 8641.08 13978.5 1795.94 258.349 40801 27392.3 55511.9 -1098.83 -7501.71 -28421.8 -38938.6 3130.9 48.4122 -4214.13 35709.7 1463.38
internal_weight=0 4262 4232 131 4101 4049 4016 52 3984 3954 2255 1822 433 52 381 354 1800 1698 55 102 52 1643 905 240 218 68 665 594 71 47
internal_count=4318164 4262 4232 131 4101 4049 4016 52 3984 3954 2255 1822 433 52 381 354 1800 1698 55 102 52 1643 905 240 218 68 665 594 71 47
is_linear=0
shrinkage=0.1


Tree=3128
num_leaves=31
num_cat=0
split_feature=4 1 3 1 5 5 2 5 2 3 1 1 0 3 5 0 0 1 3 5 3 1 1 5 5 0 0 5 5 2
split_gain=6.49833e+11 2.78413e+12 1.03357e+13 4.19183e+13 1.09275e+13 2.17778e+13 1.59454e+13 2.13492e+13 2.46234e+13 1.65517e+13 1.0321e+13 3.77149e+13 4.9962e+13 2.80202e+13 2.02053e+13 1.82724e+13 2.08106e+13 1.63866e+13 2.63117e+13 1.41081e+13 1.81419e+13 1.22563e+13 2.71369e+13 5.20353e+13 1.47805e+13 1.91565e+13 4.61584e+13 3.33206e+13 2.42288e+13 1.48426e+13
threshold=4.5000000000000009 82.991167100000027 4.5000000000000009 83.093115700000013 161.85000000000002 150.04500000000004 5.5000000000000009 177.02500000000003 9.5000000000000018 8.5000000000000018 82.91993380000001 82.933113850000026 55.02863030000001 4.5000000000000009 177.02500000000003 55.061033200000004 55.043101600000007 82.945329900000004 7.5000000000000009 103.45000000000002 10.500000000000002 82.888608650000023 82.871296800000025 105.35000000000001 89.00500000000001 55.020029900000004 55.043101600000007 123.15000000000002 150.04500000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 -4 -6 -8 9 -9 21 12 14 -13 -12 16 17 18 -15 -19 -21 22 -2 -24 -23 28 27 -27 -26 -28
right_child=1 2 4 -5 6 -7 7 8 -10 -11 11 13 -14 15 -16 -17 -18 19 -20 20 -22 24 23 -25 25 26 29 -29 -30 -31
leaf_value=-2.241734368536457 629.23442142803481 -116145.619140625 -2967.9144483053028 -1474.1583696693372 709.04301160265516 -78468.568583984379 124411.58915264423 -3840.7975000000001 -50784.057258064517 102076.02797309028 61633.729258765248 110999.72591145833 163088.86996527779 -2218.1582337622549 -49773.60538194445 53490.409306795642 -53758.135748969187 29277.7655969769 110373.02915178573 -62123.248787715522 -3135.996865915698 34378.70950639205 -21463.883925189395 158963.05768649196 60519.110332716562 -22288.025358072919 -41281.925452071635 -133265.88273532008 -47150.350710227271 8687.0538058659222
leaf_weight=4303792 11255 40 851 157 286 40 26 25 31 36 41 24 36 51 27 63 72 115 35 58 516 55 33 31 57 48 89 62 33 179
leaf_count=4303792 11255 40 851 157 286 40 26 25 31 36 41 24 36 51 27 63 72 115 35 58 516 55 33 31 57 48 89 62 33 179
internal_value=0 671.303 -3418.1 -24757.7 -171.845 -6357.39 13470 44399.3 21787.1 58667.5 1145.01 10706.3 67829.8 4345.67 17398.5 1532.81 -2331.8 2445.87 43603.8 -2691.41 -9096.38 306.926 998.461 65930.4 -14659.6 -20422.6 -30294.8 -84839.2 21040.3 -7907.12
internal_weight=0 14372 1492 197 1295 891 404 118 92 61 12880 1038 104 934 68 910 847 775 86 689 574 11842 11319 64 523 468 378 110 90 268
internal_count=4318164 14372 1492 197 1295 891 404 118 92 61 12880 1038 104 934 68 910 847 775 86 689 574 11842 11319 64 523 468 378 110 90 268
is_linear=0
shrinkage=0.1


Tree=3129
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 3 1 0 0 1 2 1 1 0 2 1 0 0 0 3 2 1 4 1 3 3 2 2 0 0
split_gain=5.69552e+11 8.79353e+12 2.93147e+13 5.38286e+13 4.53023e+13 3.67554e+13 3.0447e+13 2.88689e+13 5.78453e+13 2.80074e+13 8.7861e+13 2.75139e+13 2.72219e+13 2.50971e+13 3.1247e+13 2.89987e+13 2.51211e+13 2.50219e+13 2.66599e+13 2.62437e+13 3.50168e+13 2.41384e+13 3.36713e+13 2.73753e+13 2.59204e+13 2.38341e+13 2.54508e+13 2.35836e+13 3.57371e+13 2.30823e+13
threshold=92.035000000000011 93.00500000000001 30.323743050000001 37.328003200000005 30.243224600000001 6.5000000000000009 37.457850350000008 55.860536450000005 55.91302515000001 37.417247200000006 3.5000000000000004 37.66934650000001 37.314272700000011 55.591389050000011 12.500000000000002 39.714575750000009 55.619594000000006 59.932719750000011 59.950068600000009 9.5000000000000018 8.5000000000000018 65.565203050000022 2.5000000000000004 60.58031445000001 5.5000000000000009 21.500000000000004 8.5000000000000018 6.5000000000000009 59.939091550000008 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 27 -6 9 13 11 -5 -11 -9 -4 14 -8 29 25 -7 -19 -20 -21 23 -23 -10 -24 26 -15 -2 -29 -16
right_child=1 -3 3 6 5 17 7 8 21 10 -12 -13 -14 16 15 -17 -18 18 19 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=7.6308256974124804 9189.8410948822475 -20.631355340395661 -23377.039377098998 12036.872781372071 -11787.676941583806 26483.924235790691 -6632.9871255810358 -35781.262487150496 -2281.3457557385377 -54843.944687500007 186538.94440789474 -126367.62934895833 -95289.866685267858 -42397.584239130432 132392.47407407407 -4659.8345057896213 11080.363574707031 144872.18249760845 155530.34523809524 -38808.94068509616 90652.253046875005 141787.28746093748 -85715.068460648152 -27609.655065218099 16665.48495520767 162127.84315476191 99571.309040178574 10286.97020683914 -95136.004026884199 34322.891328034581
leaf_weight=4135587 207 174197 877 160 110 149 2819 76 990 25 38 60 56 23 27 224 900 49 21 39 45 20 27 750 294 21 28 61 68 216
leaf_count=4135587 207 174197 877 160 110 149 2819 76 990 25 38 60 56 23 27 224 900 49 21 39 45 20 27 750 294 21 28 61 68 216
internal_value=0 -172.847 -3337 -5189.98 15541.6 37724.3 -2055.36 -3306.58 -12560.3 34274.8 90752.1 -75745.8 -27693.4 1511.51 -2663.98 21294.5 15627.4 55698.9 83965.4 55542.3 30545.3 -8430.89 15897.6 -13198.7 8054.04 72465.8 35546.1 -11724.5 -45284.8 45219.5
internal_weight=0 182577 8380 7631 749 413 6698 6475 2217 223 63 136 933 4258 3286 467 972 303 154 105 84 2081 341 1740 321 72 51 336 129 243
internal_count=4318164 182577 8380 7631 749 413 6698 6475 2217 223 63 136 933 4258 3286 467 972 303 154 105 84 2081 341 1740 321 72 51 336 129 243
is_linear=0
shrinkage=0.1


Tree=3130
num_leaves=31
num_cat=0
split_feature=5 3 0 3 6 4 4 3 2 3 4 0 0 0 4 3 3 0 1 1 0 1 0 0 4 0 2 1 4 2
split_gain=5.56876e+11 2.43185e+12 1.99497e+12 1.93203e+12 4.26102e+12 3.83285e+12 2.8759e+12 3.01323e+13 2.0974e+13 1.46035e+13 1.7298e+13 1.03991e+13 1.8755e+13 2.72963e+12 1.21537e+13 6.5099e+12 1.10653e+13 3.85742e+12 5.87757e+12 8.1668e+12 5.87419e+12 3.54159e+12 1.09612e+13 2.66042e+13 1.99935e+13 6.66121e+12 7.07589e+12 7.86941e+12 1.13628e+13 3.12357e+12
threshold=225.45000000000002 32.500000000000007 63.563300600000012 24.500000000000004 1.5000000000000002 4.5000000000000009 5.5000000000000009 15.500000000000002 3.5000000000000004 4.5000000000000009 6.5000000000000009 55.755036050000008 47.208883950000008 59.853570100000006 4.5000000000000009 8.5000000000000018 12.500000000000002 58.049540950000008 49.323301500000007 30.362552800000003 57.945214300000011 37.582182450000005 55.68356880000001 55.812836050000008 2.5000000000000004 55.56564190000001 1.5000000000000002 37.314272700000011 4.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 13 8 9 10 -8 12 -10 17 15 29 -17 20 19 -19 21 22 25 -24 -25 26 -2 28 -28 -15
right_child=1 -3 -4 4 5 -7 7 -9 11 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-1.1287586513053873 58938.711875000008 32239.690390625005 30993.95307395242 15303.612698800225 -3182.5537202380956 -61681.999934895837 -42576.317925347226 113337.16796875 -3677.1658203125003 90817.687786233844 54155.88354749178 9371.7384982638887 -111944.75288085938 -49895.543284606938 -77737.076554361978 58172.741252055916 -20353.966495289525 44324.041145833333 58761.336368534481 -43868.388541666674 -50915.438636363637 63.71232812557836 103914.79109786185 -46220.910036057699 69784.098441569004 -53094.888081868499 -61949.231636127683 35388.839196777342 17023.749374999999 -8309.7979238013704
leaf_weight=4313902 20 25 22 28 21 24 36 26 32 29 38 36 32 24 24 38 34 21 29 21 22 3377 38 39 24 24 38 32 35 73
leaf_count=4313902 20 25 22 28 21 24 36 26 32 29 38 36 32 24 24 38 34 21 29 21 22 3377 38 39 24 24 38 32 35 73
internal_value=0 1142.5 959.019 802.253 -15324.7 -34382.3 1086.48 11978.8 -1003.1 30668.8 7096.97 -33625.2 -57811 449.032 -11146.5 -1689.82 21090.7 1050.63 24135.9 227.826 601.448 913.929 12398.7 37831.3 -2028.53 -4840.94 4423.82 -5959.97 -24085.5 -18599.1
internal_weight=0 4262 4237 4215 73 45 4142 229 203 103 74 100 64 3913 193 169 72 3720 71 42 3649 3627 250 101 63 149 125 105 73 97
internal_count=4318164 4262 4237 4215 73 45 4142 229 203 103 74 100 64 3913 193 169 72 3720 71 42 3649 3627 250 101 63 149 125 105 73 97
is_linear=0
shrinkage=0.1


Tree=3131
num_leaves=31
num_cat=0
split_feature=5 5 4 3 0 0 2 3 0 0 3 1 0 4 1 2 0 1 4 3 4 0 1 1 0 0 0 2 0 2
split_gain=5.80997e+11 3.41582e+12 1.40002e+13 2.56939e+13 1.11195e+13 1.03257e+13 1.76637e+13 1.12562e+13 2.79216e+13 1.8612e+13 1.32062e+13 2.72076e+13 2.23332e+13 1.94327e+13 1.45316e+13 2.17402e+13 1.64198e+13 2.37476e+13 1.43081e+13 1.39319e+13 3.38792e+13 6.77823e+13 2.1629e+13 2.90512e+13 6.12809e+13 5.23235e+13 3.23367e+13 2.44568e+13 2.06908e+13 1.73902e+13
threshold=142.05000000000004 137.05000000000004 1.5000000000000002 6.5000000000000009 61.674413550000004 42.966471700000007 4.5000000000000009 3.5000000000000004 56.054485600000007 57.117834900000013 4.5000000000000009 30.346469350000003 56.819808050000006 5.5000000000000009 39.003296000000006 3.5000000000000004 54.986619450000006 39.753614400000011 2.5000000000000004 5.5000000000000009 4.5000000000000009 59.916647550000008 30.323743050000001 36.761894450000007 59.939091550000008 57.157092150000004 56.009576300000013 1.5000000000000002 54.762542150000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 8 -7 -10 11 -9 14 18 -13 16 17 -16 -12 20 22 -22 29 24 -24 26 27 -25 -29 -20
right_child=-2 2 4 -5 -6 7 -8 10 9 -11 13 12 -14 -15 15 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.49180007013628324 -528.37520630050801 -134538.19235491072 -17189.710606971155 934.16376488095239 68441.893299278847 40987.513622568171 93020.729214015155 35765.257661732459 -107822.49034090909 1900.9988431490383 -54369.356440972224 -102260.25652173914 -140941.51566220238 72630.316766826931 69535.166220238098 -74841.784755608984 94884.119707031248 -69116.30530598959 -66038.544911858975 166.18562617169204 31654.919319661458 -171429.2965277778 242775.82093750002 -69938.448250000001 42962.267601799249 -125088.1203125 139130.19375000001 16151.248006239513 89945.988511029413 19736.736276041669
leaf_weight=4292468 20711 21 26 42 26 204 33 57 22 52 45 23 21 39 21 39 20 30 39 3736 42 27 20 25 66 22 27 149 51 60
leaf_count=4292468 20711 21 26 42 26 204 33 57 22 52 45 23 21 39 21 39 20 30 39 3736 42 27 20 25 66 22 27 149 51 60
internal_value=0 2.54643 2618.7 -44223.3 3218.26 2871.89 44453.4 2364.7 21900 -30719.5 1173.47 -23258.5 -45104.9 2359.1 -29972.8 -14858.2 18090.6 -12024.5 1723.09 2315.06 17520 -47812.8 27341.2 38724.8 89430.5 22809.8 35721.6 23312.5 34968.9 -14053.5
internal_weight=0 4.29745e+06 4985 63 4922 4896 59 4837 278 74 4559 211 154 4348 133 110 71 51 4309 4264 528 69 459 360 86 274 252 225 200 99
internal_count=4318164 4297453 4985 63 4922 4896 59 4837 278 74 4559 211 154 4348 133 110 71 51 4309 4264 528 69 459 360 86 274 252 225 200 99
is_linear=0
shrinkage=0.1


Tree=3132
num_leaves=31
num_cat=0
split_feature=5 2 5 0 2 5 3 0 0 1 0 0 3 5 0 0 0 1 1 1 3 1 2 1 5 5 1 6 1 5
split_gain=5.7744e+11 3.60156e+12 2.14007e+13 6.07373e+13 5.11031e+13 2.56584e+13 2.48106e+13 4.57222e+13 3.06083e+13 4.41881e+13 2.37369e+13 3.31151e+13 2.08115e+13 1.71494e+13 1.66248e+13 2.73386e+13 1.56941e+13 2.02469e+13 1.43842e+13 6.2746e+13 6.02953e+13 5.26061e+13 2.87163e+13 2.54111e+13 4.28981e+13 1.97711e+13 2.15237e+13 3.09987e+13 1.9435e+13 1.65066e+13
threshold=100.05000000000001 17.500000000000004 107.05000000000001 45.03656895000001 19.500000000000004 105.35000000000001 24.500000000000004 45.084117700000007 55.034903650000011 60.601268000000012 56.802385350000009 60.029906750000002 25.500000000000004 105.35000000000001 55.899899800000007 56.009576300000013 59.896318000000008 30.243224600000001 39.726951800000002 39.188277450000008 18.500000000000004 47.473138800000008 20.500000000000004 39.899261850000009 125.85000000000001 109.05000000000001 38.996948700000011 1.5000000000000002 39.704585000000002 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 16 -8 12 10 13 -12 -9 14 -10 -16 -5 -18 19 25 21 -20 29 24 -22 26 27 -4 -24 -21
right_child=1 2 18 6 -6 -7 7 8 9 -11 11 -13 -14 -15 15 -17 17 -19 20 22 23 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.1510376396787221 -354.52667308748897 159186.92858537947 -2694.536500308388 -10805.540684948668 -2996.7869570974581 56479.007403706404 -93712.085190716913 106288.75799386163 25638.344796861151 -29475.819066443815 101084.75544018036 4999.5307245714912 13564.348833403717 74578.241570598315 -86772.376653343032 24731.264446885853 -51747.189546875001 49508.235700631652 214983.97831250002 -74580.787503959044 -23779.629745370374 7712.0882324218755 -75554.971083286844 211.34727542130273 149966.03520833334 539.40644908130332 32239.681064214943 -90836.966462053577 36221.153504464288 -164724.27299107146
leaf_weight=4199349 111875 56 76 764 59 43 34 70 141 156 94 58 37 41 43 45 25 94 25 74 27 24 28 2763 30 1945 41 84 35 28
leaf_count=4199349 111875 56 76 764 59 43 34 70 141 156 94 58 37 41 43 45 25 94 25 74 27 24 28 2763 30 1945 41 84 35 28
internal_value=0 -217.4 1993.13 11519.8 70672.5 114576 5685.81 19477.1 25095.2 16000.2 32811.3 64420.7 74225.2 15016.3 4352.41 -29753.5 -5543.98 28236.1 -1243.75 -7115.18 3485.73 113463 -66539.7 1574.78 67665.5 -2546.19 -32404.3 -48969.3 -13457.1 -99326.1
internal_weight=0 118815 6940 1760 158 99 1602 719 685 578 422 152 107 270 229 88 883 119 5180 2311 2869 49 165 2820 57 2146 201 160 63 102
internal_count=4318164 118815 6940 1760 158 99 1602 719 685 578 422 152 107 270 229 88 883 119 5180 2311 2869 49 165 2820 57 2146 201 160 63 102
is_linear=0
shrinkage=0.1


Tree=3133
num_leaves=31
num_cat=0
split_feature=4 1 1 3 2 1 2 1 0 5 5 2 0 0 1 2 5 3 1 3 3 5 1 0 0 1 1 3 5 0
split_gain=6.04833e+11 2.34062e+12 1.68505e+13 2.62893e+13 1.833e+13 1.638e+13 3.01829e+13 1.27589e+13 2.75043e+13 1.13997e+13 3.6819e+13 1.314e+13 1.00575e+13 9.08204e+12 1.31275e+13 2.69057e+13 2.6154e+13 1.0783e+13 7.9183e+12 7.28338e+12 4.08773e+13 1.63981e+13 4.85409e+13 2.63748e+13 3.47548e+13 2.17491e+13 1.26362e+13 4.94525e+13 2.7874e+13 2.48471e+13
threshold=4.5000000000000009 37.752451500000006 37.542000650000013 17.500000000000004 11.500000000000002 37.792847950000002 11.500000000000002 37.726745000000001 55.535913550000011 118.33500000000002 110.05000000000001 4.5000000000000009 55.551692500000009 55.68356880000001 37.642309100000013 1.5000000000000002 98.020000000000024 6.5000000000000009 37.832345550000007 15.500000000000002 14.500000000000002 150.04500000000004 37.314272700000011 59.950068600000009 54.708501450000007 30.259484550000003 37.457850350000008 7.5000000000000009 107.05000000000001 55.518428350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 7 6 9 8 -4 10 -3 -11 -10 -14 15 -15 -17 -16 -7 20 26 25 23 24 -23 -21 -2 29 -29 -28
right_child=1 5 3 -5 -6 18 -8 -9 12 11 -12 -13 13 14 17 16 -18 -19 -20 21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-2.1627212531832987 -362.22246285777987 26637.693125000005 -75742.932965198866 -104903.69829380581 79162.744599609388 -52168.37087053572 -52513.296925403229 -86652.096589543275 64833.625553385413 67271.245768229172 191730.37677556821 -31191.251528532612 -46060.62581329346 49607.061672794123 90756.775954861121 7696.5708559782615 -143109.94347826086 2938.8102909482759 1081.0015147156378 -18996.666436941967 -75957.349986245608 -45452.384576970886 -147302.97894021738 -71077.074999999997 114083.66662326391 46797.437714240259 37168.2045 35619.415421195656 193064.92034801136 -105281.06588541668
leaf_weight=4303792 2832 35 55 35 20 28 31 26 24 33 22 23 40 34 27 23 23 29 10514 70 71 22 23 24 36 178 25 23 22 24
leaf_count=4303792 2832 35 55 35 20 28 31 26 24 33 22 23 40 34 27 23 23 29 10514 70 71 22 23 24 36 178 25 23 22 24
internal_value=0 647.642 -1525.24 -22874.5 -13336.2 1397.15 34896 -19919.7 -13115.6 58875.6 90357.7 26831.3 4106.86 -4174.06 8145.52 -17848.3 -67706.7 45279.6 939.569 616.05 -984.201 14202.3 -18921.5 17087.9 53570 28226.5 835.038 36905.7 112593 -32602.9
internal_weight=0 14372 3686 336 301 10686 144 281 255 113 57 56 200 176 136 80 46 56 10542 3350 2997 353 105 82 58 248 2926 94 45 49
internal_count=4318164 14372 3686 336 301 10686 144 281 255 113 57 56 200 176 136 80 46 56 10542 3350 2997 353 105 82 58 248 2926 94 45 49
is_linear=0
shrinkage=0.1


Tree=3134
num_leaves=31
num_cat=0
split_feature=2 6 1 5 1 0 3 4 5 5 5 5 1 5 1 0 3 3 0 0 5 5 0 5 5 0 5 5 5 3
split_gain=5.46798e+11 5.69756e+12 9.08189e+12 1.34969e+13 3.34665e+13 3.26924e+13 1.62867e+13 1.52656e+13 1.25989e+13 1.49777e+13 5.42833e+13 1.35767e+13 2.43243e+13 2.44309e+13 2.24763e+13 1.66277e+13 2.91338e+13 1.53327e+13 1.83834e+13 1.78287e+13 1.52507e+13 1.50988e+13 1.40818e+13 1.19522e+13 2.04039e+13 1.5639e+13 1.20868e+13 1.59119e+13 2.96292e+13 1.03976e+13
threshold=24.500000000000004 1.5000000000000002 60.58031445000001 72.705000000000013 60.628582700000003 55.055104550000003 25.500000000000004 3.5000000000000004 59.245000000000012 68.00500000000001 69.015000000000015 77.715000000000018 37.615058950000012 73.010000000000005 30.388336800000001 55.851332700000007 32.500000000000007 26.500000000000004 47.222459950000008 59.820733200000006 72.705000000000013 101.05000000000001 45.03656895000001 52.405000000000008 51.815000000000005 55.801980100000009 53.705000000000005 54.990000000000002 55.005000000000003 32.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 -5 6 -6 -7 23 -10 -11 12 14 -14 -12 20 -17 18 22 -20 -16 -21 -13 24 25 -3 -25 -28 -29 -30
right_child=1 2 3 4 5 7 -8 -9 9 10 11 17 13 -15 15 16 -18 -19 19 21 -22 -23 -24 26 -26 -27 27 28 29 -31
leaf_value=2.3492657293395225 461.44738646573018 -15381.036051795007 -3741.3703684847519 126749.27822265626 84051.641835937509 -1430.884343112245 -309.89229951746324 -81994.317885044657 -26599.347083685676 116711.73026785714 51135.330221036587 -28936.810594223487 1473.6394375 102455.05827955164 -46602.568709309897 -120818.57490472561 2463.8033257378474 -157.92314009232956 -47504.404754284275 53505.841091579867 63942.088228665867 -39418.635795054724 60913.705152027032 57162.493779793433 -73820.264282822027 4260.2106563897305 -38938.14461069915 108648.4140625 -6248.6429327101941 46104.722624362243
leaf_weight=4299425 14098 617 539 28 70 147 34 28 509 35 41 33 50 46 24 41 36 330 310 36 26 34 37 59 41 1182 59 32 168 49
leaf_count=4299425 14098 617 539 28 70 147 34 28 509 35 41 33 50 46 24 41 36 330 310 36 26 34 37 59 41 1182 59 32 168 49
internal_value=0 -539.009 -3578.1 5791.11 22527.3 12067.7 56471.9 -14321 -5666.73 -12459.3 -5789.04 -9895.86 9705.8 49860.6 -13239.8 -34022.3 -63180.1 -16530.3 -28536.7 -37211.5 10880.7 8371.1 18555.6 -779.255 -4065.85 -2476.11 15698.5 7755.71 18819.7 5573.08
internal_weight=0 18739 4641 846 307 279 104 175 3795 1588 1079 1044 264 96 168 127 77 780 450 380 50 70 70 2207 1840 1799 367 308 249 217
internal_count=4318164 18739 4641 846 307 279 104 175 3795 1588 1079 1044 264 96 168 127 77 780 450 380 50 70 70 2207 1840 1799 367 308 249 217
is_linear=0
shrinkage=0.1


Tree=3135
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 5 0 0 5 5 4 0 0 0 0 5 2 3 3 0 5 5 5 4 5 2 5 3 5 5
split_gain=5.54626e+11 6.95963e+12 1.08789e+13 1.03409e+13 3.02223e+13 2.77724e+13 1.6885e+13 2.67313e+13 2.04808e+13 2.55736e+13 1.66491e+13 1.3885e+13 9.26862e+13 7.70181e+13 1.51541e+14 4.11998e+13 2.63659e+13 2.42172e+13 6.56202e+13 2.43756e+13 2.3984e+13 2.23315e+13 1.78423e+13 2.72464e+13 2.42925e+13 2.01531e+13 3.75129e+13 2.73697e+13 1.66253e+13 1.63444e+13
threshold=35.911716050000003 33.101335500000005 52.056565900000003 1.5000000000000002 12.500000000000002 52.405000000000008 45.133160800000006 53.242949050000007 93.00500000000001 104.75000000000001 3.5000000000000004 45.254062050000009 56.028355650000009 56.895161300000005 61.674413550000004 64.020000000000024 10.500000000000002 10.500000000000002 11.500000000000002 44.580511600000001 40.405000000000008 61.845000000000006 105.35000000000001 2.5000000000000004 75.750000000000014 6.5000000000000009 63.855000000000011 7.5000000000000009 61.845000000000006 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 11 -6 8 -8 -7 -10 -9 16 29 20 15 -15 17 19 28 22 -14 -20 23 25 -25 26 -5 -28 -19 -13
right_child=-2 3 -4 4 5 6 7 10 9 -11 -12 12 13 14 -16 -17 -18 18 21 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=61251.134748156328 12.516198444495739 1434.6445642969616 0.81599532871261238 -8644.9591394936178 -3154.9721010879789 -22244.931452666133 -73119.968028273812 -22373.222808146951 132108.34855371094 3784.9304878048783 54263.026885775864 -26136.438448551722 2742.7843449432421 -28791.365812945758 560.43390496258144 -79914.811845755074 -106754.67671130953 56440.03446335566 58556.280106026788 8338.0774380511648 26155.155434096756 -52986.713460937506 54490.505468750001 -23478.046162109375 -103242.1646061198 -66259.402389461437 20131.98185096154 175732.97859375001 167840.75135135138 31341.503157312734
leaf_weight=29 3848743 8953 435440 328 1914 83 105 1261 25 41 29 1652 649 976 13467 188 21 21 28 2436 1343 50 36 105 60 47 26 20 37 51
leaf_count=29 3848743 8953 435440 328 1914 83 105 1261 25 41 29 1652 649 976 13467 188 21 21 28 2436 1343 50 36 105 60 47 26 20 37 51
internal_value=0 -102.619 4.89495 -1481.6 -2526.01 -11204.1 -21182 -24599.7 10815.8 52392.3 -20650.4 -1132.91 -2196.31 79.9763 -2431.62 -37048.4 4928.64 5662.94 46952.9 3826.63 18527.3 -12945.6 -13842 -18039.9 -52483.2 -4540.73 3215.36 87784.6 127506 -24415.1
internal_weight=0 469421 435469 33952 24999 3458 1544 1395 149 66 1290 21541 18326 16623 14631 1164 3215 3194 136 3058 1992 78 622 586 165 421 374 46 58 1703
internal_count=4318164 469421 435469 33952 24999 3458 1544 1395 149 66 1290 21541 18326 16623 14631 1164 3215 3194 136 3058 1992 78 622 586 165 421 374 46 58 1703
is_linear=0
shrinkage=0.1


Tree=3136
num_leaves=31
num_cat=0
split_feature=1 1 0 5 3 0 4 3 0 0 0 0 3 0 4 0 0 0 6 5 5 5 6 3 5 5 3 3 5 4
split_gain=5.89429e+11 7.79179e+12 2.2382e+13 3.17586e+13 2.93021e+13 5.66895e+13 7.96755e+13 6.76653e+13 6.41507e+13 5.68526e+13 5.11893e+13 5.83172e+13 5.07105e+13 6.34544e+13 4.55117e+13 4.28406e+13 6.60256e+13 1.11738e+14 8.52488e+13 5.59704e+13 8.8694e+13 5.60421e+13 4.21821e+13 1.02396e+14 1.54394e+14 1.40385e+14 6.98281e+13 5.56083e+13 3.97354e+13 5.91189e+13
threshold=37.457850350000008 37.436176200000013 55.518428350000008 95.020000000000024 15.500000000000002 55.591389050000011 3.5000000000000004 3.5000000000000004 55.551692500000009 55.535913550000011 55.91302515000001 55.993277250000013 17.500000000000004 56.197733450000008 2.5000000000000004 55.87722990000001 55.708120100000009 55.68356880000001 1.5000000000000002 88.015000000000015 94.040000000000006 75.750000000000014 1.5000000000000002 13.500000000000002 81.910000000000011 76.730000000000018 14.500000000000002 11.500000000000002 56.835000000000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -7 9 -4 15 -12 13 14 -6 16 17 19 -18 21 -21 -9 23 -10 25 26 -25 -24 -28 -30
right_child=-2 2 4 -5 12 7 -8 10 22 -11 11 -13 -14 -15 -16 -17 18 -19 -20 20 -22 -23 27 24 -26 -27 28 -29 29 -31
leaf_value=30.333078257092389 -16.300957601820567 -6249.4857102587894 13675.157507449014 -99805.748899387676 -18305.806598096169 -122823.10123697919 -68797.100635928204 2043.1103139621182 -45664.886196537343 -127773.07687500001 53892.557842123235 -25349.1656826332 8321.5337062457547 28751.722715998636 9831.2757211038715 -19919.451367532689 92623.763142405413 -118393.92131288111 13680.903417906786 191172.72251602565 418.16418194110577 -37485.59025487076 115973.57859584264 151929.16414930555 317247.01967329549 -143426.17647569446 78439.884087423314 -39611.095717592594 -19638.371943933824 131429.94174804687
leaf_weight=685966 3614531 1875 538 37 2950 42 84 3135 118 30 389 122 3097 408 714 778 147 82 1970 39 65 405 154 72 22 36 163 27 136 32
leaf_count=685966 3614531 1875 538 37 2950 42 84 3135 118 30 389 122 3097 408 714 778 147 82 1970 39 65 405 154 72 22 36 163 27 136 32
internal_value=0 83.7373 2157.29 -8059.94 3397.24 7337.94 25653.5 3733.05 31627.7 6204.3 4478.33 34973.8 -1322.37 -8657.15 -12822.8 2124.73 5059.93 -2952.74 19162.5 -354.994 71951.1 -2479.24 50628.4 37456.3 58732.4 45777.2 62678.8 92764.8 43264.8 9136.54
internal_weight=0 703633 17667 1912 15755 8586 1412 7174 1328 568 7132 511 7169 4072 3664 6621 5843 3726 2117 3644 104 3540 760 579 461 439 403 181 331 168
internal_count=4318164 703633 17667 1912 15755 8586 1412 7174 1328 568 7132 511 7169 4072 3664 6621 5843 3726 2117 3644 104 3540 760 579 461 439 403 181 331 168
is_linear=0
shrinkage=0.1


Tree=3137
num_leaves=31
num_cat=0
split_feature=3 1 1 5 4 0 5 0 2 5 6 4 2 0 5 5 4 3 5 2 5 1 5 3 0 3 0 6 0 3
split_gain=5.45158e+11 4.42938e+12 1.91915e+13 2.3139e+13 3.85106e+13 1.73855e+13 1.36059e+13 1.83966e+13 1.66151e+13 1.15108e+13 1.04853e+13 9.84506e+12 1.39707e+13 9.88135e+12 1.00387e+13 2.0539e+13 1.19556e+13 8.18398e+12 7.61236e+12 7.25801e+12 6.50237e+12 5.86542e+12 5.01895e+12 5.26265e+12 4.58329e+12 4.5435e+12 8.41617e+12 3.35317e+13 4.84268e+13 6.89945e+13
threshold=25.500000000000004 30.323743050000001 30.315880100000005 71.00500000000001 2.5000000000000004 60.029906750000002 97.050000000000011 59.990816400000007 7.5000000000000009 110.05000000000001 1.5000000000000002 2.5000000000000004 6.5000000000000009 60.052595500000002 64.805000000000021 62.015000000000008 1.5000000000000002 26.500000000000004 59.025000000000013 23.500000000000004 24.010000000000002 30.226173900000003 46.010000000000012 28.500000000000004 59.963407450000012 27.500000000000004 55.751981950000008 1.5000000000000002 55.784980300000008 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 -4 7 8 -6 -8 -9 13 -13 14 15 16 20 -7 -15 21 -2 -18 23 -22 -23 26 -3 -28 29 -29
right_child=1 25 5 4 6 17 9 10 -10 -11 -12 12 -14 18 -16 -17 19 -19 -20 -21 22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-4.7074910906044058 32812.529531250002 -525.02794093735326 2796.5189196777346 -129639.298828125 -2164.646412037037 -73684.909868893679 87902.606250000012 -29084.801621685609 -101391.72172743056 -12524.691968750001 52600.229140625001 -11862.148582504735 73800.80024305555 17622.572418901258 46923.34786923058 -81873.428814338244 39051.354356822405 -16992.612608506945 -38222.016947115386 -27083.021051520274 -11537.229648649796 14888.594461287314 -50679.571785613029 27681.605002170138 -35356.355431547621 -353.43861284744418 5833.424171366566 17271.797552916061 -1410.3099008959393 -100497.48092723783
leaf_weight=4243674 35 15188 80 34 27 87 21 33 45 25 30 33 45 399 38 34 101 36 26 37 690 134 31 36 21 38074 12066 86 6880 118
leaf_count=4243674 35 15188 80 34 27 87 21 33 45 25 30 33 45 399 38 34 101 36 26 37 690 134 31 36 21 38074 12066 86 6880 118
internal_value=0 268.184 -4283.84 -1121.72 -31989.6 -33490.6 -13646.6 -29650.8 -64181.6 33322.6 9812.83 2876.23 37558.8 1166.21 -3623.76 -5340.28 -2942.01 -57092 14206.2 14316.4 -9326.74 20299.9 -11275.1 -9592.49 8081.21 398.814 1232.91 2627.15 -2834.03 -50849.6
internal_weight=0 74490 2078 1875 215 203 181 135 72 46 63 1660 78 1582 1157 1119 1085 123 425 293 792 256 757 726 155 72412 34338 19150 7084 204
internal_count=4318164 74490 2078 1875 215 203 181 135 72 46 63 1660 78 1582 1157 1119 1085 123 425 293 792 256 757 726 155 72412 34338 19150 7084 204
is_linear=0
shrinkage=0.1


Tree=3138
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 5 1 2 3 0 0 6 3 5 5 3 5 3 3 5 5 5 0 3 3 3 1 6 2
split_gain=5.43634e+11 1.16239e+13 1.5962e+13 2.96182e+13 3.00507e+13 4.65098e+13 4.30243e+13 2.70426e+13 2.53088e+13 2.36686e+13 2.77613e+13 2.29474e+13 2.34002e+13 2.9313e+13 2.41309e+13 2.52988e+13 5.09794e+13 2.34708e+13 2.24162e+13 6.35137e+13 3.51582e+13 2.48042e+13 2.38812e+13 2.20083e+13 2.17727e+13 4.16421e+13 3.4543e+13 5.29747e+13 2.12223e+13 2.10133e+13
threshold=43.574807850000006 44.005491150000005 56.338501050000012 56.320495600000008 24.500000000000004 43.94115175000001 77.715000000000018 43.868031300000006 11.500000000000002 20.500000000000004 56.281985950000006 56.367862600000002 1.5000000000000002 23.500000000000004 110.05000000000001 93.00500000000001 16.500000000000004 76.730000000000018 16.500000000000004 12.500000000000002 70.00500000000001 94.040000000000006 78.010000000000005 56.301440000000007 18.500000000000004 17.500000000000004 16.500000000000004 43.808567100000012 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 8 24 -7 18 -11 12 -9 14 15 -14 -17 -15 19 -2 23 22 -21 -20 25 26 -4 -28 -29 -5
right_child=1 -3 7 29 5 6 -8 11 -10 10 -12 -13 13 17 -16 16 -18 -19 20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-35.743981156450388 1843.5338805006843 -5.6489995005702873 2140.8989035003287 -3677.9445456207477 -41844.776304408486 -4387.2666791866986 112484.32686480354 -1431.2286014075353 49902.909014029778 -32416.072071899966 3278.7897433428698 -49528.147992621525 16562.964996824834 -46181.816506865529 -43150.442136418271 32534.069787176722 192647.10625000001 33138.482827524036 11411.289743623774 -17126.969055487523 32948.097248304795 57915.15544921875 -57902.404998479738 -14134.690085219532 -32095.205343673031 40922.457713293654 32452.401061909142 -20483.569871504937 -67873.481981382982 -24445.945464726115
leaf_weight=2143177 43312 2109068 4211 7117 84 156 68 1117 191 446 426 63 3237 132 65 116 24 52 1175 1209 567 40 163 473 203 252 119 190 188 523
leaf_count=2143177 43312 2109068 4211 7117 84 156 68 1117 191 446 426 63 3237 132 65 116 24 52 1175 1209 567 40 163 473 203 252 119 190 188 523
internal_value=0 35.2212 1342.86 686.011 1600.98 26014.1 39749.3 5029.34 25495.8 1346.19 -14978 10427.6 11224 15122.5 17201.3 18363 59982 -23765.2 1649.44 1163.11 11469.1 -19708.2 -21971.3 4079.22 4.29998 1318.05 -801.812 -25734.9 -44053.2 -5099.63
internal_weight=0 2.17499e+06 65919 55950 48310 499 415 9969 347 47811 872 4806 4743 3626 3442 3377 140 184 46939 44724 2215 1412 1372 1648 5163 4960 4708 497 378 7640
internal_count=4318164 2174987 65919 55950 48310 499 415 9969 347 47811 872 4806 4743 3626 3442 3377 140 184 46939 44724 2215 1412 1372 1648 5163 4960 4708 497 378 7640
is_linear=0
shrinkage=0.1


Tree=3139
num_leaves=31
num_cat=0
split_feature=1 6 0 0 5 5 1 4 2 5 1 2 5 3 5 3 3 0 3 5 3 5 3 0 1 3 1 1 1 3
split_gain=5.45532e+11 5.67199e+12 1.13448e+13 2.61033e+13 5.37017e+13 5.04433e+13 4.63824e+13 4.26472e+13 8.08376e+13 3.34899e+13 5.26556e+13 3.01562e+13 2.92203e+13 2.72395e+13 2.54318e+13 3.32931e+13 3.02459e+13 2.4577e+13 7.09707e+13 6.6832e+13 4.04163e+13 4.7527e+13 3.50421e+13 3.24711e+13 5.79532e+13 4.57855e+13 3.96108e+13 8.31118e+13 5.97512e+13 4.0289e+13
threshold=38.781124500000011 1.5000000000000002 60.063729500000008 60.052595500000002 69.610000000000014 107.05000000000001 30.362552800000003 2.5000000000000004 9.5000000000000018 74.010000000000005 30.278357500000002 16.500000000000004 83.010000000000005 8.5000000000000018 132.05000000000004 22.500000000000004 14.500000000000002 60.035045000000004 8.5000000000000018 62.995000000000012 5.5000000000000009 96.015000000000015 9.5000000000000018 60.017447350000005 30.207352000000004 6.5000000000000009 30.434657650000002 30.451272450000005 30.410108300000001 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 13 6 7 8 9 10 -6 -10 -8 -5 15 16 -7 23 20 -20 21 -19 -21 -3 -25 -26 28 -28 -27 -30
right_child=-2 2 -4 4 5 14 12 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 18 19 22 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-236.36040864448239 -23.396675747499955 203.13562503259624 -1731.1542872656239 31364.325265580192 170143.78773437502 -40522.389307291669 24339.505279712601 73591.912091786377 181754.1787109375 -54360.520084007119 -47548.695484374999 36763.246334134616 -42418.895689957862 1315.1313023934019 27504.109173326091 63602.359659090907 -167530.76550000001 17652.016717017625 -2269.5529096196533 -41794.858741178447 62007.17031827537 -60230.802943474264 -13895.754760487605 -26144.659399414064 20020.009365352511 3805.611373717953 -49112.750423842212 1753.0039205883922 19836.106107319662 71585.580027282878
leaf_weight=443968 3012745 792679 29276 316 20 75 249 372 32 102 25 26 89 6653 71 22 25 1002 11509 556 186 85 2366 583 2015 10318 416 1410 787 186
leaf_count=443968 3012745 792679 29276 316 20 75 249 372 32 102 25 26 89 6653 71 22 25 1002 11509 556 186 85 2366 583 2015 10318 416 1410 787 186
internal_value=0 53.9966 203.639 271.705 5928.95 26378.5 36177.9 53410 16787.1 -22657.2 49203.5 116758 6761.11 2677.67 -20079.8 -47772.1 -72274.5 216.258 -3701.89 -5698.54 18932.5 11561.8 -19204.4 292.373 4793.58 5985.55 3829.62 -9835.25 6039.52 29728.6
internal_weight=0 1.30542e+06 861451 832175 8077 1108 915 577 205 147 45 58 338 6969 193 122 100 824098 15704 14431 1273 1087 2922 808394 15715 15132 13117 1826 11291 973
internal_count=4318164 1305419 861451 832175 8077 1108 915 577 205 147 45 58 338 6969 193 122 100 824098 15704 14431 1273 1087 2922 808394 15715 15132 13117 1826 11291 973
is_linear=0
shrinkage=0.1


Tree=3140
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 3 0 0 1 0 5 5 3 0 0 5 0 5 1 1 5 4 3 0 2 0 4 3 1 3
split_gain=5.70568e+11 1.30674e+13 3.15376e+13 3.17236e+13 2.64049e+13 3.33174e+13 5.37045e+13 3.50899e+13 1.184e+14 7.03915e+13 4.61774e+13 3.59162e+13 3.52912e+13 7.77176e+13 4.31263e+13 3.74296e+13 3.41285e+13 3.14788e+13 8.50937e+13 4.65211e+13 5.67095e+13 3.98235e+13 3.42498e+13 3.67978e+13 3.35512e+13 3.34869e+13 2.94398e+13 2.89894e+13 2.90303e+13 2.87932e+13
threshold=16.500000000000004 65.659480050000013 82.902675200000019 82.933113850000026 55.110554300000004 23.500000000000004 55.043101600000007 55.055104550000003 82.91993380000001 55.050600750000008 45.985000000000007 80.815000000000012 24.500000000000004 55.039751500000008 55.034903650000011 60.905000000000008 55.050600750000008 96.015000000000015 82.907204800000002 82.91993380000001 59.510000000000012 3.5000000000000004 18.500000000000004 55.02863030000001 9.5000000000000018 55.020029900000004 1.5000000000000002 24.500000000000004 82.907204800000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 17 8 27 10 -10 -11 14 -14 -12 -16 26 19 -19 -4 -21 22 25 24 -24 -20 -8 28 -7 -6
right_child=1 2 3 -5 29 7 16 -9 9 11 12 -13 13 -15 15 -17 -18 18 21 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-19.94964147691401 225.68632181487598 -3784.0471809636374 8101.2041882989743 -831.05816198568471 -30282.296741812574 3701.9299654649594 16846.716240693753 -7653.7492123338016 -938.13670574685807 63169.01219356143 -24529.007926432292 180219.36696777344 37026.180430154651 -29319.866166749154 20529.544180007211 134460.40150252634 11870.557979992649 -142680.84099999999 49195.066386045262 188.74662101858701 -31829.450246572967 -19311.040798611113 -10986.187908554079 -96690.010859375005 137520.06306573277 153345.83719223485 53482.844507902933 -97.9114175613377 -31527.325588675885 20210.641509807665
leaf_weight=3318589 836822 28358 3258 110367 448 371 473 3882 759 145 36 32 878 221 42 92 3573 25 58 1754 808 63 32 20 29 66 409 5770 633 151
leaf_count=3318589 836822 28358 3258 110367 448 371 473 3882 759 145 36 32 878 221 42 92 3573 25 58 1754 808 63 32 20 29 66 409 5770 633 151
internal_value=0 66.2328 -753.624 -114.19 3178.58 3708.63 7868.69 290.269 3724.8 23851.9 18573.4 84330.7 30243.4 23684.5 72644.4 98750.7 16219.2 1783.06 33765.3 172.953 -9909.11 50224.9 71594.5 21021.3 59615.1 104630 33835.6 -2826.74 -18509.3 -17553.7
internal_weight=0 999575 162753 134395 24028 23429 10568 12861 8979 2205 2028 177 1269 1099 170 134 4455 6113 293 5820 2562 268 205 81 61 124 882 6774 1004 599
internal_count=4318164 999575 162753 134395 24028 23429 10568 12861 8979 2205 2028 177 1269 1099 170 134 4455 6113 293 5820 2562 268 205 81 61 124 882 6774 1004 599
is_linear=0
shrinkage=0.1


Tree=3141
num_leaves=31
num_cat=0
split_feature=1 0 0 3 6 5 5 3 3 2 3 2 5 5 3 2 3 1 5 5 1 1 5 4 5 3 4 6 5 1
split_gain=7.55826e+11 6.14295e+12 2.51291e+13 4.93244e+13 6.07622e+13 5.27233e+13 8.56392e+13 5.89932e+13 5.76483e+13 5.6256e+13 1.28877e+14 1.34712e+14 1.17181e+14 6.78801e+13 5.34625e+13 4.44139e+13 4.40699e+13 4.11968e+13 3.37082e+13 2.64643e+13 2.64505e+13 6.04923e+13 3.70821e+13 2.10386e+13 2.10064e+13 8.51812e+13 6.25666e+13 5.37916e+13 3.90102e+13 7.66774e+13
threshold=61.880021000000006 57.157092150000004 57.147575200000006 23.500000000000004 1.5000000000000002 120.05000000000001 112.04500000000002 9.5000000000000018 6.5000000000000009 7.5000000000000009 10.500000000000002 4.5000000000000009 150.04500000000004 161.85000000000002 10.500000000000002 14.500000000000002 18.500000000000004 65.565203050000022 128.92000000000004 150.04500000000004 65.58467570000002 65.551978750000004 71.715000000000018 3.5000000000000004 84.030000000000015 9.5000000000000018 2.5000000000000004 1.5000000000000002 100.05000000000001 65.565203050000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 16 -8 23 10 11 18 -12 -13 -9 -6 24 -11 -10 -20 21 22 -18 -7 -4 28 -27 -28 29 -26
right_child=1 -3 3 4 15 8 7 14 9 17 12 13 -14 -15 -16 -17 20 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-26.008701040595817 75.959960409254109 1165.9539253060996 -4985.8910544002756 -3681.8760904390519 35460.730693591897 -89106.772851562506 11014.320100911458 -217501.11976768091 93050.258967391317 15132.767680431549 391710.71375000005 66318.817606026787 84953.08257575758 222545.23416385136 -68606.982850970642 140147.24700076942 -21105.412953200193 -113998.48401785715 -85093.163875932849 -5091.3023943865737 -58335.334690186835 23383.005764317968 -78545.794830924016 -1747.4235757446288 37169.199805110256 105605.39830460696 -22938.879931759719 38755.639926942262 -53480.425944610455 -49487.532184938522
leaf_weight=3114505 1138932 48828 12206 219 105 51 48 38 23 84 20 112 33 37 66 66 539 35 67 108 189 263 142 60 231 97 205 455 217 183
leaf_count=3114505 1138932 48828 12206 219 105 51 48 38 23 84 20 112 33 37 66 66 539 35 67 108 189 263 142 60 231 97 205 455 217 183
internal_value=0 67.2983 20.8455 -3927.3 31196.8 -4810.56 -6010.32 -80686.9 23524.6 37514.1 55471.5 33288 200711 105113 -123011 75866.1 -5239.56 -22847 -20762.4 -35720.6 -24188 -17351.3 -33082.7 -41885.5 -3660.3 7996.89 30614.4 19592.9 -19136.9 -1135.59
internal_weight=0 1.20366e+06 1.15483e+06 15899 390 15509 14879 152 630 519 400 347 53 149 104 171 14727 119 198 175 1133 944 681 111 13594 1388 757 660 631 414
internal_count=4318164 1203659 1154831 15899 390 15509 14879 152 630 519 400 347 53 149 104 171 14727 119 198 175 1133 944 681 111 13594 1388 757 660 631 414
is_linear=0
shrinkage=0.1


Tree=3142
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 5 0 0 3 5 5 5 1 3 3 1 3 3 3 5 5 5 1 1 0 3 0 3 5
split_gain=6.35415e+11 1.01025e+13 1.66752e+13 1.97338e+13 2.85075e+13 3.83308e+13 3.71527e+13 3.38578e+13 3.04969e+13 2.97029e+13 2.82769e+13 2.5872e+13 2.53812e+13 2.46635e+13 3.84852e+13 5.56696e+13 2.38074e+13 2.57574e+13 2.2521e+13 4.08849e+13 3.09323e+13 2.39314e+13 4.07024e+13 2.2373e+13 2.23406e+13 3.01852e+13 2.73484e+13 2.23256e+13 2.3102e+13 2.15526e+13
threshold=49.111504200000006 49.323301500000007 56.121679000000007 55.842510000000011 55.795550600000006 49.236330900000006 73.010000000000005 55.801980100000009 55.793358600000012 17.500000000000004 120.05000000000001 35.985000000000007 177.02500000000003 49.148175700000003 7.5000000000000009 6.5000000000000009 49.177301950000007 17.500000000000004 4.5000000000000009 3.5000000000000004 125.85000000000001 103.45000000000002 73.010000000000005 49.201680550000006 49.177301950000007 55.820531900000013 19.500000000000004 55.834684950000003 24.500000000000004 59.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 9 -2 13 16 -11 24 14 15 18 -10 23 19 -6 21 22 -20 -18 27 26 -26 28 -9 -28
right_child=1 -3 -4 -5 5 6 -8 12 10 11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-33.798312418354314 1351.541325704394 -6.5983434379116979 -45403.664536830358 6827.2736745885741 94535.15335181453 -5974.4820871960846 -29324.482541945061 2874.1527742126564 24138.872535752384 -18168.042642916167 -85363.630097656263 35852.062848174588 76479.001905487807 -2528.2839387791973 133666.57552923387 -100140.08498263889 23502.932471106935 -8312.4437478521813 15981.874785505024 -40739.71094726563 162825.40190217391 -58062.372017045462 139602.45573918271 -3581.8152349190091 -8435.7956270891136 -42034.59336435172 10120.118805887614 -8029.8612462644833 -30519.079624852598 98739.753296493902
leaf_weight=2430983 53563 1802543 77 5716 31 2897 891 9099 1100 104 30 601 41 1369 31 36 905 790 84 80 23 22 39 460 3224 260 83 2829 212 41
leaf_count=2430983 53563 1802543 77 5716 31 2897 891 9099 1100 104 30 601 41 1369 31 36 905 790 84 80 23 22 39 460 3224 260 83 2829 212 41
internal_value=0 43.5375 1111.28 1153.64 742.321 -2314.49 -11466.8 -410.547 1925.14 10603.7 11277.8 27883.1 -2098.72 3500.52 27354.4 16891.9 12168.5 6058.32 31992.8 -2960.24 55086.8 37997.2 55178.6 14375.5 -2303.3 -9212.22 -6663.29 -249.968 2113.83 39421.8
internal_weight=0 1.88718e+06 84638 84561 78845 21997 3788 18209 56848 2420 3285 705 15789 1715 346 315 3255 2155 279 111 168 145 123 1365 15748 3608 3348 12140 9311 124
internal_count=4318164 1887181 84638 84561 78845 21997 3788 18209 56848 2420 3285 705 15789 1715 346 315 3255 2155 279 111 168 145 123 1365 15748 3608 3348 12140 9311 124
is_linear=0
shrinkage=0.1


Tree=3143
num_leaves=31
num_cat=0
split_feature=5 3 2 1 1 5 5 2 2 3 2 5 2 6 2 6 0 1 1 1 1 1 0 0 5 0 1 0 2 0
split_gain=6.66004e+11 4.044e+12 1.2086e+13 2.20035e+13 1.24625e+13 1.21646e+13 9.92137e+12 9.96925e+12 8.82893e+12 6.97568e+12 8.59328e+12 1.39729e+13 1.26343e+13 1.62459e+13 9.20473e+12 1.62211e+13 2.06489e+13 2.24118e+13 9.19486e+12 1.25143e+13 9.14913e+12 7.96615e+12 1.02543e+13 1.43159e+13 1.31844e+13 4.3353e+13 3.76524e+13 3.24296e+13 1.8054e+13 1.19523e+13
threshold=96.015000000000015 31.500000000000004 9.5000000000000018 37.503486000000002 37.533784800000006 128.92000000000004 99.555000000000021 30.500000000000004 27.500000000000004 25.500000000000004 2.5000000000000004 120.05000000000001 4.5000000000000009 1.5000000000000002 24.500000000000004 1.5000000000000002 56.819808050000006 82.940215400000014 37.712318250000003 82.926290250000008 50.158868250000005 30.332994000000003 56.782419000000012 55.87722990000001 118.33500000000002 55.826364100000013 39.726951800000002 55.812836050000008 11.500000000000002 55.025681450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 -4 -5 7 -6 9 -2 11 -11 13 18 21 -16 17 20 -12 -20 -17 -14 23 24 25 27 -26 -23 -28 -30
right_child=1 2 4 5 6 -7 -8 -9 -10 10 12 -13 14 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=7.4390315523153463 -259.74815059533148 -67982.189997209818 33997.560112028303 17139.632053953523 -51529.592407620337 93581.849479166674 -9726.46648261054 8904.8923046875007 63178.938565340912 15504.833076054216 27745.919160829741 108617.35968750001 42891.472460937504 -69818.750693558672 5058.4211800637395 -68363.364816810339 15233.295675998263 18843.933535156251 -57501.998953125003 13982.348990885417 -152819.01372282612 6268.5667664666298 -429.84578835893973 62828.083729208673 -33020.713132440476 -125305.94267578126 166515.27562500001 116843.06679687501 115473.7986607143 20045.826406250002
leaf_weight=4168594 146370 28 53 157 124 24 527 35 22 83 58 20 72 49 353 29 45 20 50 48 23 503 645 62 42 24 20 28 21 35
leaf_count=4168594 146370 28 53 157 124 24 527 35 22 83 58 20 72 49 353 29 45 20 50 48 23 503 645 62 42 24 20 28 21 35
internal_value=0 -207.33 -6717.92 14513.8 -12722.6 27275.6 -16332.1 -38226.4 -165.801 -175.179 5375.65 33584.9 4009.61 -19589.3 6526.66 -5636.97 -37906 -71118 -3812.08 -22489.3 -105719 10463.9 8772.05 16847.2 12611.2 6157.39 42966 12099.2 84958.7 55831.3
internal_weight=0 149570 948 209 739 181 686 159 148622 148600 2230 103 2127 205 1922 470 117 72 156 98 52 1452 1380 735 673 555 118 531 76 56
internal_count=4318164 149570 948 209 739 181 686 159 148622 148600 2230 103 2127 205 1922 470 117 72 156 98 52 1452 1380 735 673 555 118 531 76 56
is_linear=0
shrinkage=0.1


Tree=3144
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 5 5 3 3 4 5 4 2 2 4 4 5 3 3 5 5 0 1 0 0 0 5 3 4 5
split_gain=6.21126e+11 6.02393e+12 2.54091e+13 1.871e+13 1.42211e+13 1.36724e+13 1.89284e+13 6.52307e+13 3.84402e+13 1.80519e+13 1.55587e+13 2.37601e+13 1.26978e+13 1.14351e+13 1.12114e+13 1.0562e+13 2.04186e+13 1.47781e+13 1.32454e+13 1.25088e+13 1.23358e+13 1.00279e+13 2.35419e+13 9.82054e+12 9.56685e+12 8.47243e+12 8.41531e+12 8.29146e+12 1.317e+13 1.15579e+13
threshold=61.880021000000006 61.396377350000009 56.501468900000013 3.5000000000000004 42.605000000000011 107.05000000000001 98.020000000000024 16.500000000000004 19.500000000000004 2.5000000000000004 76.00500000000001 3.5000000000000004 3.5000000000000004 16.500000000000004 3.5000000000000004 2.5000000000000004 58.995000000000012 8.5000000000000018 17.500000000000004 68.52500000000002 47.815000000000005 55.141517900000004 61.463701450000009 57.265292900000006 55.050600750000008 55.141517900000004 74.610000000000014 9.5000000000000018 4.5000000000000009 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 10 9 -9 -8 15 13 14 -12 -7 16 17 24 21 -20 25 22 -18 26 -3 -19 -6 29 -29 -14
right_child=-2 2 3 4 23 12 7 8 -10 -11 11 -13 27 -15 -16 -17 18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-6.2069666983486744 61.007460836053887 -8255.206600189209 2684.2976745488395 -5154.7275360483591 -26342.019516935445 -63563.343032691599 78713.609114583349 192497.04475 53720.550973603225 -11692.781299577293 -12766.624777846569 7504.8184141471274 -35339.331627308238 -78299.849305555559 -15046.145149147727 3588.0090859154516 15425.641062457496 306.06322199154909 447.69946826486034 54948.988219214269 2194.5062852926962 -13534.460702799814 -12734.636328242814 -9049.0218922506283 2992.8443668673444 -5595.6687944077912 -75139.571758868246 -19224.250128523079 40534.012881097558 33172.901448735502
leaf_weight=3066664 1203659 800 782 791 788 84 24 25 99 277 1926 727 33 27 110 6641 471 3501 136 61 4912 2135 803 377 13799 7970 37 367 41 97
leaf_count=3066664 1203659 800 782 791 788 84 24 25 99 277 1926 727 33 27 110 6641 471 3501 136 61 4912 2135 803 377 13799 7970 37 367 41 97
internal_value=0 -23.5775 -1137.05 -10424.3 -15567.8 -565.172 -341.36 20661.1 81699.7 -4484.3 -544.645 -7927.84 -14120.5 -13672.6 -36053.6 -64.7168 -766.051 62.8609 -7887.89 17323.7 -1998.81 -9344.83 -2323.73 -22420.3 2376.47 -3794.43 -28530.5 -6211.58 -13219.1 15781.3
internal_weight=0 3.1145e+06 47841 2775 1993 45066 44334 425 124 301 43909 2680 732 1953 194 41229 34588 30982 3606 197 16383 3409 1274 1202 14599 11471 825 538 408 130
internal_count=4318164 3114505 47841 2775 1993 45066 44334 425 124 301 43909 2680 732 1953 194 41229 34588 30982 3606 197 16383 3409 1274 1202 14599 11471 825 538 408 130
is_linear=0
shrinkage=0.1


Tree=3145
num_leaves=31
num_cat=0
split_feature=1 1 3 5 6 5 5 0 0 0 3 5 5 0 5 0 3 5 6 0 4 0 0 0 4 5 5 5 0 3
split_gain=5.70536e+11 6.09583e+12 5.22992e+13 3.09154e+13 2.61008e+13 3.50607e+13 3.557e+13 3.26295e+13 2.0798e+13 1.96776e+13 1.90194e+13 1.81204e+13 1.77829e+13 1.64338e+13 2.45253e+13 1.63585e+13 1.7486e+13 1.74706e+13 1.64714e+13 1.5728e+13 1.53894e+13 1.49845e+13 1.20999e+13 1.19982e+13 1.12447e+13 1.03907e+13 1.00417e+13 9.56764e+12 9.04857e+12 8.93485e+12
threshold=61.284352600000013 60.837513500000007 12.500000000000002 48.510000000000012 1.5000000000000002 84.030000000000015 110.05000000000001 55.183525900000006 55.193434200000006 56.911498950000002 10.500000000000002 98.020000000000024 125.85000000000001 55.173809400000003 96.015000000000015 56.758269450000007 3.5000000000000004 67.00500000000001 1.5000000000000002 55.212972300000011 2.5000000000000004 55.173809400000003 55.183525900000006 55.061033200000004 2.5000000000000004 79.730000000000018 32.475000000000001 90.015000000000015 55.183525900000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 21 13 20 7 -7 12 10 15 -9 -8 14 -5 16 18 19 24 22 25 26 -18 -19 -3 -6 -4 -25 -29 -11
right_child=-2 2 3 4 5 6 8 11 -10 29 -12 -13 -14 -15 -16 -17 17 23 -20 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-13.385375881049629 55.331662370160181 14427.968644414397 -46561.001290760876 26421.982140270586 30167.778735443579 -1625.1257697610295 39214.4764765625 82493.508224549587 64172.679390285331 -11704.639570399693 -24141.863898969772 157487.51832682293 -71211.950513392861 -13276.982794777159 -17565.943391878929 10808.902900747449 -10114.680824972012 -73575.446657986118 574.95594812749505 -10772.377022384 -14574.615375346522 -9488.7421052606987 1036.7808276929441 -12473.760953443172 57657.349106626156 -23918.891971529447 22301.549692412533 -83268.34681332238 -20488.556243265088 -37264.330829849867
leaf_weight=3000069 1301749 234 23 507 398 34 25 98 46 308 444 48 35 283 169 794 1230 36 1638 2491 124 849 4657 1146 81 39 267 38 58 246
leaf_count=3000069 1301749 234 23 507 398 34 25 98 46 308 444 48 35 283 169 794 1230 36 1638 2491 124 849 4657 1146 81 39 267 38 58 246
internal_value=0 -23.8787 -1949.77 10116.4 18253 31045 59539.9 86602.8 13583.8 -4601.41 -3805.67 107149 -25200.9 6955.07 15425 -3077.68 -4027.46 -5772.88 4602.24 -4111.57 16518.2 -2785.19 -1293.15 -16663.7 25544.1 25340.8 16840 -15014.1 -45338.9 -23054.2
internal_weight=0 3.01642e+06 16346 2945 1806 847 286 180 106 13401 12847 146 60 959 676 12403 11609 9656 1953 8378 561 1139 5887 1278 315 437 290 1242 96 554
internal_count=4318164 3016415 16346 2945 1806 847 286 180 106 13401 12847 146 60 959 676 12403 11609 9656 1953 8378 561 1139 5887 1278 315 437 290 1242 96 554
is_linear=0
shrinkage=0.1


Tree=3146
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 5 1 1 5 3 5 5 1 3 5 1 4 5 5 5 4 5 5 6 5 5 5 1 3 5
split_gain=5.89195e+11 7.21289e+12 3.51312e+13 6.70263e+13 1.03813e+14 5.73258e+13 1.02921e+14 3.91866e+13 5.78911e+13 3.58972e+13 3.73697e+13 3.14594e+13 2.56479e+13 3.207e+13 3.73549e+13 2.3994e+13 3.36178e+13 4.00864e+13 2.88502e+13 2.7156e+13 2.47684e+13 3.07962e+13 2.29996e+13 2.21151e+13 2.6495e+13 2.07379e+13 1.90749e+13 1.82514e+13 1.82328e+13 2.56486e+13
threshold=56.819808050000006 57.106514900000001 65.565203050000022 65.659480050000013 1.5000000000000002 92.035000000000011 65.58467570000002 60.837513500000007 91.050000000000011 18.500000000000004 83.010000000000005 66.990000000000023 65.610478850000007 12.500000000000002 101.05000000000001 65.58467570000002 2.5000000000000004 71.00500000000001 39.805000000000007 70.50500000000001 1.5000000000000002 61.405000000000008 92.035000000000011 1.5000000000000002 83.010000000000005 80.00500000000001 34.605000000000011 65.551978750000004 13.500000000000002 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -7 28 23 10 15 26 13 -12 -15 25 17 18 -17 -18 -20 -22 -14 -9 -25 -6 -5 -26 29 -2
right_child=1 -3 3 11 9 6 -8 8 -10 -11 12 -13 22 14 -16 16 19 -19 20 -21 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-18.323149529774561 1242.8971420785458 -57.701629596790667 29686.18676443283 20567.665195465088 -3426.8058310424422 41629.222257313835 307914.64203869051 3527.6658738534666 -91225.305875847145 -16712.270499271035 -42285.559829075457 -33923.337687728563 -7693.2719134961553 -14551.881874724359 78667.679838327269 27003.245688804702 10662.842872371973 -29434.127413209895 1001.6496529915134 46700.068104077625 28340.367183775874 3320.3158331289433 39364.874417550222 -10055.181110406045 -8282.3718105468761 76662.10587121213 -9354.0336221289454 -117737.28203625802 -1100.7487952806421 18318.961526595678
leaf_weight=3465455 83248 706756 1305 256 1595 47 21 1422 83 706 374 470 319 248 52 917 382 259 2532 462 994 974 154 3506 25 33 1270 39 43371 889
leaf_count=3465455 83248 706756 1305 256 1595 47 21 1422 83 706 374 470 319 248 52 917 382 259 2532 462 994 974 154 3506 25 33 1270 39 43371 889
internal_value=0 74.4663 714.47 5600.07 8566.14 34350.5 123864 221.793 -8395.59 5026.3 6677.44 -11301.7 -10222.2 -22749.2 1606.18 9056.43 11768 8999.12 10836.7 30389.4 7542.33 15957.5 7627.99 -7018.42 -11219.1 -1803.38 -4334.4 -74981.5 564.778 1423.32
internal_weight=0 852709 145953 13370 11374 1373 68 132583 5075 10001 9295 1996 1147 674 300 8148 6520 5676 5417 844 4500 1968 473 4992 3570 1628 1526 64 127508 84137
internal_count=4318164 852709 145953 13370 11374 1373 68 132583 5075 10001 9295 1996 1147 674 300 8148 6520 5676 5417 844 4500 1968 473 4992 3570 1628 1526 64 127508 84137
is_linear=0
shrinkage=0.1


Tree=3147
num_leaves=31
num_cat=0
split_feature=5 0 0 1 2 3 1 3 5 5 1 1 1 2 1 3 0 1 1 2 2 4 0 3 6 1 6 2 6 1
split_gain=6.14186e+11 3.7997e+12 1.52012e+13 1.43716e+13 4.86003e+13 2.55888e+13 2.40291e+13 2.2937e+13 1.72158e+13 1.30555e+13 2.09665e+13 5.78445e+13 4.07591e+13 2.75192e+13 2.46903e+13 2.37047e+13 1.74318e+13 3.01741e+13 2.62278e+13 4.59263e+13 2.5562e+13 2.29735e+13 3.24407e+13 4.04497e+13 4.33721e+13 2.99469e+13 2.07078e+13 1.93031e+13 2.67722e+13 1.67123e+13
threshold=96.015000000000015 55.834684950000003 55.826364100000013 37.342273500000012 3.5000000000000004 6.5000000000000009 37.487839250000007 16.500000000000004 104.75000000000001 98.020000000000024 37.832345550000007 30.425002000000003 30.434657650000002 5.5000000000000009 30.451272450000005 9.5000000000000018 60.029906750000002 30.315880100000005 30.388336800000001 7.5000000000000009 2.5000000000000004 3.5000000000000004 59.963407450000012 5.5000000000000009 1.5000000000000002 30.315880100000005 1.5000000000000002 3.5000000000000004 1.5000000000000002 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -5 -7 10 11 16 13 -13 -14 -16 18 27 21 20 -20 26 23 25 -25 -23 -3 -18 -29 -28
right_child=1 9 3 6 5 8 -8 -9 -10 -11 -12 12 14 -15 15 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=7.1437721399415244 83.751680589931965 -31354.275405804179 -150640.5912202381 148819.44665948275 106675.30201822918 27860.639140625004 15893.780878002239 28558.263102678571 -62832.900325520837 -349.72655648937746 473.43601614797217 -50812.058380681818 44130.275167100699 -185598.77409319195 -61130.018066646793 -20691.618850145212 -13874.029052734375 -15516.857872865912 8607.0915251358692 -67578.931953125008 140911.33162109376 136210.54337500001 -61073.825314405491 117373.9712797619 -45458.690574852197 25030.192785904259 -23190.09846596928 15387.783957741478 117727.72138831968 7151.1381703005
leaf_weight=4168594 95803 460 21 29 24 50 318 35 36 47831 2808 33 45 28 203 507 32 114 23 25 40 50 41 21 74 47 295 44 61 472
leaf_count=4168594 95803 460 21 29 24 50 318 35 36 47831 2808 33 45 28 203 507 32 114 23 25 40 50 41 21 74 47 295 44 61 472
internal_value=0 -199.101 175.682 17343.7 -11238.1 15375 27145.4 83051.6 -10104.1 -876.938 -5526.96 -11970.2 -34053.6 -112681 -27700.9 -32253.6 -1953.51 22492.3 -5917.27 47101.6 92609.8 -9112.93 19673.1 36915.9 -9464.1 82339.7 -14579.2 54120.3 74842.4 -4518.57
internal_weight=0 149570 96316 513 131 110 382 64 86 53254 5423 2615 816 61 755 710 1799 251 1548 88 63 1460 233 192 95 97 1227 137 105 767
internal_count=4318164 149570 96316 513 131 110 382 64 86 53254 5423 2615 816 61 755 710 1799 251 1548 88 63 1460 233 192 95 97 1227 137 105 767
is_linear=0
shrinkage=0.1


Tree=3148
num_leaves=31
num_cat=0
split_feature=5 1 1 6 1 0 0 5 2 3 2 3 3 2 0 0 2 5 3 5 0 2 4 0 5 0 1 0 2 5
split_gain=5.76339e+11 6.66182e+12 2.54059e+13 2.98912e+13 5.87413e+13 1.30577e+14 1.63796e+14 6.07386e+13 5.76854e+13 4.83505e+13 3.57353e+13 5.10661e+13 3.5398e+13 4.14083e+13 3.17487e+13 3.1083e+13 2.97272e+13 2.91265e+13 3.24644e+13 2.38471e+13 2.11793e+13 4.16746e+13 3.36082e+13 2.80605e+13 2.60644e+13 2.36183e+13 5.36353e+13 3.79338e+13 3.43861e+13 2.73587e+13
threshold=98.020000000000024 37.832345550000007 37.615058950000012 1.5000000000000002 37.642309100000013 55.762622900000004 55.851332700000007 128.92000000000004 5.5000000000000009 5.5000000000000009 9.5000000000000018 11.500000000000002 21.500000000000004 11.500000000000002 55.576287050000012 55.91302515000001 5.5000000000000009 177.02500000000003 5.5000000000000009 101.05000000000001 44.678200800000006 3.5000000000000004 3.5000000000000004 55.924336300000007 109.05000000000001 55.551692500000009 37.767735350000002 55.793358600000012 5.5000000000000009 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 5 7 -7 8 9 -5 17 -12 -13 -14 16 -16 -4 20 -19 -10 21 24 23 -22 -6 26 -24 -27 -28 -29
right_child=1 -3 3 4 10 6 -8 -9 19 -11 11 12 13 -15 15 -17 -18 18 -20 -21 22 -23 25 -25 -26 27 28 29 -30 -31
leaf_value=6.5754367989045184 107.46081985288204 -611.72605101395936 -38950.385375787308 -2065.1448153409092 7215.3856985381153 -386166.23919836961 5131.5321972656257 149601.09992897729 -33300.16852050781 -203494.73795072117 -151197.1256875 10426.500166661725 -134281.3516258446 -19165.94213405628 41973.588290817141 -48999.833779296874 28807.570282451925 -96553.324094082462 21619.366508152176 114550.548046875 45195.534702022574 -43882.008009362602 -67791.144113991482 -45655.105164930559 151889.203125 43596.453367879381 -5625.437575792911 -38638.74261277722 123193.47059895835 74183.731610576928
leaf_weight=4182669 31023 101130 129 22 33 23 20 22 20 26 25 461 37 201 615 40 130 47 46 24 611 126 110 36 20 271 67 124 30 26
leaf_count=4182669 31023 101130 129 22 33 23 20 22 20 26 25 461 37 201 615 40 130 47 46 24 611 126 110 36 20 271 67 124 30 26
internal_value=0 -202.981 999.883 9284.03 3481.5 -55675.5 -204167 334.54 -35359.6 -111173 7571.18 -10765.3 -5742.7 -37062 24698.2 36418 -4940.6 16152.7 -38102.3 47345.7 19622.9 -12587.9 24145.1 40140.5 61809.3 7665.74 -19990.9 21264.2 34215.5 -19082.8
internal_weight=0 135495 34365 3342 2428 157 43 114 92 48 2271 724 699 238 914 655 259 1547 93 44 1454 179 1275 647 53 628 207 421 97 150
internal_count=4318164 135495 34365 3342 2428 157 43 114 92 48 2271 724 699 238 914 655 259 1547 93 44 1454 179 1275 647 53 628 207 421 97 150
is_linear=0
shrinkage=0.1


Tree=3149
num_leaves=31
num_cat=0
split_feature=4 0 3 3 3 5 0 3 3 1 2 5 0 3 0 4 5 1 2 2 5 1 5 2 2 5 0 4 1 5
split_gain=5.67639e+11 2.65251e+12 1.78916e+13 2.02423e+13 1.68099e+13 2.4559e+13 9.66081e+12 1.58515e+13 1.36954e+13 1.20493e+13 1.00829e+13 1.42978e+13 7.95382e+12 2.10987e+13 2.18644e+13 1.30496e+13 3.76256e+13 2.63167e+13 3.79673e+13 1.87367e+13 1.42487e+13 1.40764e+13 9.69027e+12 7.83479e+12 1.53392e+13 7.19982e+12 5.33045e+12 1.48522e+13 1.59007e+13 1.94722e+13
threshold=4.5000000000000009 59.990816400000007 17.500000000000004 4.5000000000000009 2.5000000000000004 177.02500000000003 60.035045000000004 10.500000000000002 13.500000000000002 65.659480050000013 5.5000000000000009 128.92000000000004 59.950068600000009 6.5000000000000009 59.963407450000012 5.5000000000000009 177.02500000000003 30.305955500000003 4.5000000000000009 2.5000000000000004 125.85000000000001 30.323743050000001 177.02500000000003 4.5000000000000009 2.5000000000000004 120.05000000000001 59.916647550000008 7.5000000000000009 30.305955500000003 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 -3 -6 7 -5 9 10 11 -8 26 15 -15 16 17 23 20 -17 -19 -22 -21 24 -14 -11 -2 28 -28 -30
right_child=1 2 -4 6 5 -7 8 -9 -10 25 -12 -13 13 14 -16 19 -18 18 -20 22 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-2.0951717503071854 194.24293066885053 -36384.363244047621 71063.619427639103 -12056.538079494901 110599.86833602242 -5698.3332747395834 -12586.451659149485 66457.665190429689 -76403.734939236121 954.08297025240392 26144.623883928572 -81861.848255813951 -1319.0558728448277 -99805.988132812505 13252.685456730769 45131.676875000005 131936.40139266304 -18327.722475961538 76289.185044642858 -30284.502708333337 -165747.46202445653 -52507.678645833337 -115535.31077067059 -15104.249660326088 96406.505186631955 80760.525449218752 -14289.757047469722 67496.299023437503 41682.623051704162 3313.1060965545907
leaf_weight=4303792 12518 21 41 72 46 30 97 40 36 26 35 43 29 50 26 20 23 26 21 30 23 21 24 23 36 20 289 40 182 484
leaf_count=4303792 12518 21 41 72 46 30 97 40 36 26 35 43 29 50 26 20 23 26 21 30 23 21 24 23 36 20 289 40 182 484
internal_value=0 627.413 7731.79 2159.67 42810 64692.7 -8526.19 15984.2 -19207.8 -9890.8 -21862.2 -33863.9 367.628 -14472.3 -61128 -1625.1 11535.7 -3934.73 -41640.7 -37550.7 -77019.6 -111701 -68173.8 35056.6 52805.9 35652.5 754.194 7798.89 5298.47 13798.5
internal_weight=0 14372 507 466 97 76 369 112 257 221 175 140 13865 352 76 276 202 179 91 74 70 44 54 88 65 46 13513 995 955 666
internal_count=4318164 14372 507 466 97 76 369 112 257 221 175 140 13865 352 76 276 202 179 91 74 70 44 54 88 65 46 13513 995 955 666
is_linear=0
shrinkage=0.1


Tree=3150
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 0 1 0 5 0 5 5 0 0 0 1 0 5 1 5 1 5 0 1 5 1 1 0 0 5
split_gain=5.64746e+11 2.17714e+12 7.05694e+12 6.6227e+12 6.75981e+12 4.74711e+12 4.607e+12 1.45131e+13 4.395e+12 4.27539e+12 4.441e+12 9.49712e+12 3.82252e+12 4.65264e+12 1.29596e+13 6.74228e+12 4.91995e+12 3.94323e+12 5.31047e+12 3.79966e+12 7.42565e+12 5.86269e+12 5.0159e+12 1.72514e+13 5.65776e+12 3.77271e+12 1.46871e+13 1.39346e+13 1.5004e+13 1.25159e+13
threshold=2.5000000000000004 1.5000000000000002 78.710000000000022 37.995000000000012 37.692869000000009 55.755036050000008 37.726745000000001 55.455204450000004 109.05000000000001 54.194619400000008 114.05000000000001 84.030000000000015 61.785186750000001 55.68356880000001 55.745923000000012 37.620907050000007 55.657530000000008 36.515000000000008 34.359746700000009 69.610000000000014 41.950906500000009 65.50500000000001 44.678200800000006 37.998366300000008 54.990000000000002 50.888703650000004 50.388877400000005 58.049540950000008 58.242297500000006 80.815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 9 7 -6 -7 10 11 -4 13 16 -15 17 -1 -16 -19 21 -21 22 23 -5 -25 26 -3 -27 -29 -28
right_child=-2 25 5 19 6 8 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 24 -26 27 29 28 -30 -31
leaf_value=8683.0184659651477 -5.929764693416006 143.76425694817513 51218.460081845238 97952.522265625012 6084.3857243235525 61599.629760116193 -461.5496576914864 -97820.965312500004 11154.966982736896 -25470.379454385082 42609.456230468757 -34806.844839015153 17167.400159040179 -68658.380182110821 1515.1838534004507 52811.308347656253 58974.847421875005 4146.673428622159 -67050.845273437502 -73799.290531589679 -654.49925223214291 20161.559730113637 -5370.4650565767652 6156.8480178769169 -45772.179347826088 673.12298488709712 -15909.373497493094 23600.928212963143 4614.1699174585256 48883.11206527218
leaf_weight=710 4205107 50366 21 20 41 39 21117 20 31 31 40 33 245 27 1009 25 20 22 20 23 35 99 3970 239 23 31149 779 505 2367 31
leaf_count=710 4205107 50366 21 20 41 39 21117 20 31 31 40 33 245 27 1009 25 20 22 20 23 35 99 3970 239 23 31149 779 505 2367 31
internal_value=0 220.555 -546.835 -680.455 -6.77303 18410 -540.821 -27982.9 39259.9 6734.07 17354.7 -1352.56 5435.99 3867.96 -230.701 1486.35 10060.9 265.49 -29756.9 -4233.9 -29660.2 -3894.96 -4455.07 8431.83 1598.19 471.497 -71.0723 1287.66 7952.72 -13429.7
internal_weight=0 113057 27860 27665 23256 195 21178 61 70 125 94 54 2078 1833 1103 1076 730 1051 42 4409 58 4351 4252 282 262 85197 51176 34021 2872 810
internal_count=4318164 113057 27860 27665 23256 195 21178 61 70 125 94 54 2078 1833 1103 1076 730 1051 42 4409 58 4351 4252 282 262 85197 51176 34021 2872 810
is_linear=0
shrinkage=0.1


Tree=3151
num_leaves=31
num_cat=0
split_feature=1 0 3 3 4 5 5 4 1 5 0 5 5 1 0 5 0 0 0 1 5 5 1 1 2 1 0 3 5 4
split_gain=5.5971e+11 2.69828e+12 1.16479e+13 1.36991e+13 2.98555e+13 1.46829e+13 3.32036e+13 2.46159e+13 5.4011e+13 3.3961e+13 1.50516e+13 1.46956e+13 1.52093e+13 1.76619e+13 1.64822e+13 1.43005e+13 1.40352e+13 3.73731e+13 1.96544e+13 1.29785e+13 1.66058e+13 1.26742e+13 1.18047e+13 1.15491e+13 1.09799e+13 1.89673e+13 1.29876e+13 2.75162e+13 2.54016e+13 1.97254e+13
threshold=83.000022850000008 55.012873400000011 9.5000000000000018 10.500000000000002 3.5000000000000004 74.010000000000005 78.010000000000005 2.5000000000000004 83.053286850000021 54.410000000000004 54.811549550000009 47.815000000000005 39.505000000000003 83.015546400000019 55.010031850000011 70.50500000000001 54.864040150000001 54.811549550000009 54.934662400000008 83.011163250000024 66.50500000000001 65.045000000000016 83.026705000000007 83.663637000000008 4.5000000000000009 83.026705000000007 54.864040150000001 6.5000000000000009 74.610000000000014 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 4 5 7 -7 9 15 11 -10 12 -4 14 -14 -9 17 -8 -18 -11 -21 -12 -15 -22 -2 -26 -27 -28 -29 -30
right_child=1 -3 3 -5 -6 6 16 8 10 19 21 -13 13 22 -16 -17 18 -19 -20 20 23 -23 -24 -25 25 26 27 28 29 -31
leaf_value=13.542302708263973 230.64285989019965 -266.87478176190865 1330.1269632246185 -152.03934012138555 -13812.541043183124 29216.939532398043 10525.189990885483 7946.5572676308338 -11101.187373279688 4864.6633073349867 -23140.42350826988 -3460.7922312209566 38654.487292564656 -25897.005625298189 12002.689111286069 50726.781259412652 -57694.134482758622 127366.50009765626 1368.1116458544625 18944.05846661716 -12566.912514405814 -69839.219104764372 5007.6346167379179 14586.845152167651 -12685.683891213881 -1938.2045546100753 -8159.7931299689026 7403.3160022448255 62941.92079326923 2836.0924702962238
leaf_weight=3782924 92779 338517 11163 33502 1058 672 1228 1334 2077 2104 237 4282 290 131 1161 83 58 28 1972 2368 322 77 2187 305 1535 32499 1106 1925 156 84
leaf_count=3782924 92779 338517 11163 33502 1058 672 1228 1334 2077 2104 237 4282 290 131 1161 83 58 28 1972 2368 322 77 2187 305 1535 32499 1106 1925 156 84
internal_value=0 -95.7132 198.818 1273.9 2715.56 3260.67 8963.27 2458.03 -5017.87 3628.94 -14186.1 1703.61 3184.59 8677.13 17329.4 10452.4 4821.32 13129.9 -319.381 10883.9 15112.5 -34592 3261.08 641.853 -351.923 -1800.79 -1333.68 4672.52 11228 41904.9
internal_weight=0 535240 196723 66639 33137 32079 3958 28121 3808 24313 2391 19214 14932 3769 1451 1417 3286 1256 2030 5099 2995 314 2318 627 130084 37305 35770 3271 2165 240
internal_count=4318164 535240 196723 66639 33137 32079 3958 28121 3808 24313 2391 19214 14932 3769 1451 1417 3286 1256 2030 5099 2995 314 2318 627 130084 37305 35770 3271 2165 240
is_linear=0
shrinkage=0.1


Tree=3152
num_leaves=31
num_cat=0
split_feature=1 1 3 0 5 4 3 5 6 5 4 5 5 2 5 2 0 0 0 0 5 3 5 5 0 3 2 4 4 1
split_gain=6.33425e+11 2.67556e+12 5.96802e+12 8.52715e+12 8.61121e+12 1.18887e+13 1.09632e+13 8.35482e+12 9.52014e+12 8.77931e+12 1.08284e+13 3.4583e+13 6.21034e+13 2.71962e+13 1.1585e+13 1.37658e+13 9.49934e+12 1.40682e+13 8.57856e+12 1.83607e+13 8.99644e+12 8.12513e+12 8.11207e+12 1.2406e+13 1.32325e+13 1.24179e+13 1.60076e+13 2.33873e+13 8.99415e+12 8.71602e+12
threshold=91.398302750000013 92.928903050000017 9.5000000000000018 53.719078300000007 36.715000000000011 1.5000000000000002 5.5000000000000009 49.995000000000012 1.5000000000000002 82.00500000000001 2.5000000000000004 74.010000000000005 75.015000000000015 5.5000000000000009 61.020000000000003 6.5000000000000009 55.946414150000003 56.054485600000007 53.973051950000006 55.975961550000008 79.730000000000018 6.5000000000000009 125.85000000000001 137.05000000000004 55.975961550000008 8.5000000000000018 2.5000000000000004 4.5000000000000009 2.5000000000000004 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9 10 11 14 13 -13 -10 16 -16 -18 20 -20 -12 -22 28 -24 -25 26 -26 -28 -11 -30
right_child=1 -3 -4 4 5 7 -8 8 9 22 18 12 -14 -15 15 -17 17 -19 19 -21 21 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-7.0623946490042222 -1777.0611050380085 -146.92711032781415 -195.20692709286598 -1191.3081419816479 22839.126374424526 -739.17387946179042 6483.0637293850568 -2481.6839230472988 8902.3400890740468 -14031.033369050201 5094.2249812763757 -184860.17379032259 16113.149194653004 -37471.19300595238 23342.908587250888 -4004.1454826423101 75620.36112991182 -466.34228515625 -40042.437030575144 -429.60514730283558 64509.210280273437 5225.2135356104654 -40123.748867797854 -40264.089607747395 76432.785234374998 87500.351875000008 -61998.505555555552 29900.329931640626 26803.082486478368 4571.1499923327738
leaf_weight=4176165 5151 85159 31039 4334 560 4560 1528 1643 1985 81 1581 31 77 21 216 112 101 32 123 2402 50 43 64 42 30 25 45 72 650 242
leaf_count=4176165 5151 85159 31039 4334 560 4560 1528 1643 1985 81 1581 31 77 21 216 112 101 32 123 2402 50 43 64 42 30 25 45 72 650 242
internal_value=0 207.704 739.02 1862.91 2770.87 3823.34 10869.7 2789.26 4453.48 5873.36 4451.97 9557.53 -40905.8 -125338 12218.9 26499.6 36288.8 57313.8 1321.02 -2359.26 6872.23 37098.3 13570 -1495.07 10057.4 22345.3 11264.5 -5445.38 17874.3 20771.5
internal_weight=0 141999 56840 25801 20650 16316 2088 14228 9668 8025 6774 2575 129 52 2446 461 349 133 4199 2525 1674 93 1251 278 214 172 147 117 973 892
internal_count=4318164 141999 56840 25801 20650 16316 2088 14228 9668 8025 6774 2575 129 52 2446 461 349 133 4199 2525 1674 93 1251 278 214 172 147 117 973 892
is_linear=0
shrinkage=0.1


Tree=3153
num_leaves=31
num_cat=0
split_feature=2 0 3 6 0 0 5 1 1 1 0 0 6 3 1 2 0 0 5 4 5 3 5 0 2 1 5 5 5 3
split_gain=5.47509e+11 2.46747e+12 3.01778e+12 6.64201e+12 1.67502e+13 9.89815e+12 9.70541e+12 6.13582e+12 4.95763e+12 7.16273e+12 3.90237e+12 3.73495e+12 7.29508e+12 3.71753e+12 1.80285e+13 3.56078e+12 4.96804e+12 2.62244e+12 3.24137e+12 5.35066e+12 2.46702e+12 9.32504e+12 4.34116e+12 9.27077e+12 8.23345e+12 6.74109e+12 5.6166e+12 1.21727e+13 7.51799e+12 1.61134e+13
threshold=26.500000000000004 54.736324100000012 29.500000000000004 1.5000000000000002 56.758269450000007 55.795550600000006 92.035000000000011 30.451272450000005 60.611165000000007 37.457850350000008 59.950068600000009 55.455204450000004 1.5000000000000002 27.500000000000004 37.752451500000006 27.500000000000004 55.762622900000004 60.035045000000004 79.730000000000018 1.5000000000000002 98.020000000000024 32.500000000000007 83.010000000000005 55.551692500000009 28.500000000000004 60.611165000000007 78.710000000000022 78.010000000000005 79.730000000000018 35.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 8 17 9 10 -3 12 -4 14 -11 16 -15 -6 19 -19 22 -22 26 -24 25 -25 27 -13 -28 -30
right_child=1 2 11 4 7 -7 -8 -9 -10 13 -12 20 -14 15 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=-1.4685085478798354 -11458.177765391609 -25123.201562500002 -10579.216052827382 -9103.4635416666679 -30274.71164434524 -81305.710347603468 78503.32156929349 48042.622656250001 -18434.175105794271 100935.44887222783 14684.319083305027 129.41219212796125 73809.093828124998 -39146.730872691762 -4507.1072911879592 29480.050367647062 18630.519168223505 1439.8535903033089 -25718.121056547621 61415.524516369056 -59099.636120975381 -1487.4963665129646 -22772.732550435128 25407.535900712013 5598.9630738378619 87835.042890625016 -34207.387942092486 60151.059892003686 -16466.585558252427 71634.965655048072
leaf_weight=4310832 159 53 21 39 21 37 23 38 48 31 46 5435 20 22 34 102 46 51 21 21 33 189 79 128 341 20 111 34 103 26
leaf_count=4310832 159 53 21 39 21 37 23 38 48 31 46 5435 20 22 34 102 46 51 21 21 33 189 79 128 341 20 111 34 103 26
internal_value=0 863.407 1136.53 7729.49 -5922.88 -44254.6 15415.3 13243 11616.8 15935.5 -6626.78 498.407 30585.8 25440.4 45780.9 17663.2 -62.1206 1643.06 8850.3 18932.8 308.596 -10051.5 675.002 9012.44 14147.5 33843.7 -154.507 502.558 -15127.4 1290.32
internal_weight=0 7332 7173 633 228 76 405 152 382 334 99 6540 41 235 65 170 68 114 93 72 6499 222 6277 568 489 148 5709 5469 240 129
internal_count=4318164 7332 7173 633 228 76 405 152 382 334 99 6540 41 235 65 170 68 114 93 72 6499 222 6277 568 489 148 5709 5469 240 129
is_linear=0
shrinkage=0.1


Tree=3154
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 2 5 5 3 5 0 5 3 4 3 6 5 0 3 3 1 5 0 0 1 3 3 6 0 5
split_gain=5.29455e+11 6.76022e+12 3.70909e+13 3.78789e+13 9.35492e+13 4.58047e+13 6.92263e+13 6.24896e+13 3.94148e+13 5.00934e+13 5.32514e+13 5.34289e+13 5.88161e+13 5.03021e+13 4.6852e+13 4.9616e+13 4.14491e+13 3.89799e+13 3.60141e+13 3.38303e+13 4.43692e+13 3.36868e+13 3.08039e+13 2.93604e+13 6.06401e+13 1.52772e+14 1.00423e+14 1.05188e+14 2.13007e+14 1.44027e+14
threshold=30.259484550000003 60.029906750000002 60.003414000000006 23.500000000000004 60.017447350000005 7.5000000000000009 73.995000000000019 68.52500000000002 9.5000000000000018 70.00500000000001 60.017447350000005 47.815000000000005 18.500000000000004 2.5000000000000004 14.500000000000002 1.5000000000000002 67.990000000000023 60.017447350000005 24.500000000000004 17.500000000000004 30.243224600000001 69.610000000000014 60.017447350000005 59.916647550000008 30.243224600000001 20.500000000000004 6.5000000000000009 1.5000000000000002 59.950068600000009 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 8 5 -5 7 18 -4 10 11 -10 21 -12 -11 17 -14 -16 -7 -17 -21 -13 -22 -1 -25 26 -26 -28 29 -29
right_child=-2 -3 3 4 -6 6 -8 -9 9 14 13 12 16 -15 15 19 -18 -19 -20 20 22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-345.61801609777376 -6.3849092165704429 1579.3272838485454 5707.8481113095831 -6210.7198184447298 -8462.169445531832 44416.573646505603 87053.483156995921 -148855.21741071431 -4473.6296815272535 -47522.410787621899 -68.199209132339021 -29158.700760209078 -71200.442131818811 63820.843246063931 -174876.63125000001 -14820.245549847772 -227278.75687500002 -40016.237578445187 2285.3743250486937 -42439.394797926681 113062.44085144927 37640.027811535496 17868.282964085822 1007.2765228911238 -26760.902857522815 -87552.279712000643 7501.9076063601651 94442.431466112394 12469.466930061995 -126093.44725302419
leaf_weight=80191 4179209 28038 1422 389 2741 460 199 21 1584 705 2079 1111 114 131 26 425 20 122 363 52 69 81 67 14412 439 141 1858 662 1002 31
leaf_count=80191 4179209 28038 1422 389 2741 460 199 21 1584 705 2079 1111 114 131 26 425 20 122 363 52 69 81 67 14412 439 141 1858 662 1002 31
internal_value=0 192.033 -158.653 -5364.97 2359.96 23074.7 33997 21487.3 -9390.47 -12650.4 -7983.67 -16871.2 -31680.9 3718.89 -28948.9 -11742.1 -94495.7 -63707.9 25833.8 804.291 36125.7 -24619.5 66165.3 483.648 4069.5 14747.6 18360.9 23936.1 41950.7 84577.2
internal_weight=0 138955 110917 12181 4173 1432 1043 844 8008 6586 5120 2910 1326 2210 1466 761 134 148 823 613 188 1192 136 98736 18545 4133 3992 3553 1695 693
internal_count=4318164 138955 110917 12181 4173 1432 1043 844 8008 6586 5120 2910 1326 2210 1466 761 134 148 823 613 188 1192 136 98736 18545 4133 3992 3553 1695 693
is_linear=0
shrinkage=0.1


Tree=3155
num_leaves=31
num_cat=0
split_feature=0 6 0 1 1 3 1 3 1 3 3 5 3 3 3 2 1 5 5 5 5 4 2 3 1 3 3 0 1 0
split_gain=5.83085e+11 8.60851e+12 2.49469e+13 6.20865e+13 2.04624e+14 1.13212e+14 4.94827e+13 4.3376e+13 4.33632e+13 4.42658e+13 4.59983e+13 6.73291e+13 6.34002e+13 1.0437e+14 6.92029e+13 9.67873e+13 8.29943e+13 7.1635e+13 1.63344e+14 5.27781e+13 5.23032e+13 4.4658e+13 4.32556e+13 4.12485e+13 3.77673e+13 8.80174e+13 8.74083e+13 1.12931e+14 7.71735e+13 6.1951e+13
threshold=59.939091550000008 1.5000000000000002 59.963407450000012 30.243224600000001 30.226173900000003 10.500000000000002 30.160599000000001 14.500000000000002 30.578016350000002 20.500000000000004 19.500000000000004 55.405000000000008 17.500000000000004 16.500000000000004 18.500000000000004 15.500000000000002 30.315880100000005 62.385000000000012 59.245000000000012 72.705000000000013 32.475000000000001 1.5000000000000002 3.5000000000000004 18.500000000000004 30.332994000000003 11.500000000000002 9.5000000000000018 59.950068600000009 30.434657650000002 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 10 12 -12 13 24 15 16 -14 18 20 -19 -18 -15 -22 -8 26 -26 27 -5 -27 -28
right_child=1 -3 -4 8 5 -7 23 -9 -10 -11 11 -13 14 21 -16 -17 17 19 -20 -21 22 -23 -24 -25 25 28 29 -29 -30 -31
leaf_value=9.0964397924933778 51033.126284790043 284.72817645669096 -297.29627432223828 -40784.651108359139 243785.7800707547 54864.312094541143 -57640.75560555674 2777.9755194864288 42575.494975252332 4871.7507793933173 -8246.1185217411876 -78967.534648398752 -61458.75556798865 -26542.518852796053 -16267.480934014013 -102882.83462936047 -76260.367500000008 182637.99359177216 -134214.39985795456 43904.436123511907 169509.9197627315 -89349.892869116913 63832.820070141432 21689.919553301414 -44980.44341677917 20986.214054756401 -15120.033644473397 15880.989060079904 -33558.120686848961 -52125.881132850242
leaf_weight=4068831 214 161541 76483 497 53 79 222 1438 161 1679 289 252 54 209 402 43 20 79 44 42 54 247 137 93 353 1301 979 1203 324 841
leaf_count=4068831 214 161541 76483 497 53 79 222 1438 161 1679 289 252 54 209 402 43 20 79 44 42 54 247 137 93 353 1301 979 1203 324 841
internal_value=0 -148.444 -945.498 -5329.3 10191.4 130719 2103.07 9028.95 -8866.53 -9781.78 -13120.1 -41188.4 -10896.5 -14590.2 14237.8 40164.2 54468.9 71118 41050.9 134483 77599.2 -60563.2 93710.1 -34219.3 -10777.3 279.139 -16990.2 -685.378 10110.9 -32220
internal_weight=0 249333 87792 11309 2099 132 1967 1652 9210 9049 7370 541 6829 5954 875 473 430 376 255 121 211 456 191 315 5498 1978 3520 1700 1625 1820
internal_count=4318164 249333 87792 11309 2099 132 1967 1652 9210 9049 7370 541 6829 5954 875 473 430 376 255 121 211 456 191 315 5498 1978 3520 1700 1625 1820
is_linear=0
shrinkage=0.1


Tree=3156
num_leaves=31
num_cat=0
split_feature=0 3 1 5 0 1 1 1 1 1 5 1 5 3 1 4 2 5 3 2 5 5 5 5 2 5 5 5 5 3
split_gain=5.68478e+11 2.81777e+12 7.41205e+12 6.26701e+12 4.8712e+12 3.39234e+12 2.88018e+12 9.02979e+12 1.78595e+13 1.25754e+13 1.2045e+13 1.12984e+13 1.04809e+13 9.52037e+12 8.75012e+12 8.64395e+12 1.4024e+13 8.93813e+12 1.39121e+13 1.46596e+13 1.36794e+13 8.64263e+12 8.62662e+12 1.01635e+13 8.25535e+12 7.92056e+12 1.68116e+13 8.85289e+12 7.84739e+12 7.80602e+12
threshold=61.785186750000001 1.5000000000000002 33.101335500000005 45.005000000000003 63.563300600000012 30.578016350000002 114.17164950000002 59.76223980000001 61.880021000000006 57.550671000000001 49.995000000000012 54.845880150000006 74.010000000000005 8.5000000000000018 55.912026600000011 1.5000000000000002 2.5000000000000004 47.815000000000005 9.5000000000000018 5.5000000000000009 48.945000000000007 116.06000000000002 86.02500000000002 83.010000000000005 2.5000000000000004 97.050000000000011 92.035000000000011 78.010000000000005 74.610000000000014 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 7 9 12 11 -10 -7 -9 -11 -13 17 21 -8 19 29 -21 25 23 24 -12 26 27 28 -17 -19
right_child=1 5 3 4 -6 6 15 8 10 13 22 14 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.0189878808160735 39384.16915509259 -35131.770434570317 2209.4891663707385 -39648.291352982953 4157.6325994318186 456.85430808513757 -1323.2324878439651 -19659.466419001041 2450.7099269898058 28057.149441807869 2061.7240326139367 -51651.62715905231 -93607.375468750004 5089.4065546706624 -7328.6866550195591 -2098.4655912609442 11406.643055517279 -39724.919167564658 40396.271423750659 -103728.72375 -13693.689337384259 -54223.118896484375 -34773.913314098012 50750.653647933475 -10745.338431540376 60848.524453124999 -91269.622154017852 27416.872614501954 -50311.062922712059 33033.154446614586
leaf_weight=4288474 27 28 110 110 33 17207 1474 460 2452 262 721 46 20 580 1404 953 1630 29 26 45 27 32 110 31 1667 20 21 100 35 30
leaf_count=4288474 27 28 110 110 33 17207 1474 460 2452 262 721 46 20 580 1404 953 1630 29 26 45 27 32 110 31 1667 20 21 100 35 30
internal_value=0 -436.067 -10420.3 -15735.4 -29539.2 -341.012 -307.857 -724.588 -4318.66 281.987 -2543.4 -257.51 -22740.6 12236.1 -8734.79 2044.38 5424.21 -3739.23 -26422 -39683.6 -69965.6 -2974.91 -7385.46 -6140.02 -6878.55 -1522.35 -2647.16 -936.615 -3806.4 -2729.29
internal_weight=0 29690 280 253 143 29410 29382 24960 5461 19499 4981 18657 480 842 1450 4422 2791 1631 157 131 72 1161 2529 2419 2388 1129 1109 1088 988 59
internal_count=4318164 29690 280 253 143 29410 29382 24960 5461 19499 4981 18657 480 842 1450 4422 2791 1631 157 131 72 1161 2529 2419 2388 1129 1109 1088 988 59
is_linear=0
shrinkage=0.1


Tree=3157
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 3 0 0 3 5 3 5 5 5 5 0 0 0 0 0 5 3 6 3 5 5 6 0 4 5
split_gain=5.42523e+11 6.9668e+12 1.73277e+14 1.55e+14 9.84909e+13 1.20461e+14 8.49341e+13 7.23892e+13 1.15616e+14 1.29898e+14 3.93213e+13 4.00036e+13 4.53375e+13 4.01088e+13 3.78778e+13 3.76208e+13 4.26245e+13 4.20841e+13 1.54514e+14 6.23174e+13 1.69872e+14 1.18554e+14 6.24968e+13 6.42282e+13 5.76248e+13 5.22459e+13 4.52415e+13 6.33094e+13 5.52808e+13 4.45813e+13
threshold=37.457850350000008 37.475443250000005 55.860536450000005 55.885524800000006 1.5000000000000002 16.500000000000004 55.812836050000008 55.851332700000007 23.500000000000004 54.710000000000008 16.500000000000004 53.005000000000003 37.995000000000012 79.010000000000005 53.385000000000012 55.160271200000004 55.551692500000009 55.591389050000011 55.628356700000005 55.674875350000008 93.00500000000001 11.500000000000002 1.5000000000000002 16.500000000000004 75.750000000000014 70.00500000000001 1.5000000000000002 55.56564190000001 1.5000000000000002 41.365000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 15 8 9 -8 -6 12 -12 -13 -7 -2 -17 26 29 20 21 -20 -23 -24 -21 -25 27 -18 -28 -19
right_child=1 -3 3 -5 10 14 7 -9 -10 -11 11 13 -14 -15 -16 16 17 18 19 24 -22 22 23 25 -26 -27 28 -29 -30 -31
leaf_value=80.336433952318444 10487.882494431355 -5.5745251045738691 338186.11927083338 6678.8451257825482 14169.887502262309 -8461.4402343750007 -65098.49013772641 6599.4444255303897 84517.589140625001 -255649.52679398149 43246.331993447588 10388.590545029529 158476.31090152138 156639.97464488636 122056.79518229168 -23757.742041580677 -12558.812533624034 -21677.671082261033 -149306.66103219698 -11564.844471013679 -261207.41500000001 175097.09946428574 -2640.4476430917716 102048.01376353003 21476.338061031056 18379.186754608156 -218.33921506761317 8637.3287352999814 45411.601428299757 -68334.596139259709
leaf_weight=703633 1504 3595635 24 1656 259 28 106 109 30 54 62 127 76 22 108 1253 2957 340 33 4676 20 35 231 179 595 128 602 2692 475 515
leaf_count=703633 1504 3595635 24 1656 259 28 106 109 30 54 62 127 76 22 108 1253 2957 340 33 4676 20 35 231 179 595 128 602 2692 475 515
internal_value=0 -15.6389 -1930.75 23405.1 62638.2 131636 -5550.15 -58363.4 -95631.5 -129409 42419.2 67912.6 106706 31982.8 95185.4 -4577.49 -6115.63 -4475.5 -10052.6 -4292.43 25537.2 35000.8 45615.3 37191.8 -7835.1 67163.3 1123.16 -2457.91 19906.3 -49781
internal_weight=0 3.61453e+06 18896 2362 706 160 16534 299 190 160 546 287 138 149 136 16235 14731 13478 6752 5897 626 606 573 538 5271 307 6726 5649 1077 855
internal_count=4318164 3614531 18896 2362 706 160 16534 299 190 160 546 287 138 149 136 16235 14731 13478 6752 5897 626 606 573 538 5271 307 6726 5649 1077 855
is_linear=0
shrinkage=0.1


Tree=3158
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 1 5 2 0 6 5 5 0 0 5 5 5 5 5 5 5 5 5 1 3 1 3 5 6 5
split_gain=5.54178e+11 4.46093e+12 1.87325e+13 2.51805e+13 2.78142e+13 1.98016e+13 1.78544e+13 1.57434e+13 1.53093e+13 1.50632e+13 1.41109e+13 2.17851e+13 1.41083e+13 2.64056e+13 1.51669e+13 1.42115e+13 1.589e+13 1.3708e+13 1.29037e+13 1.573e+13 1.71369e+13 2.71969e+13 1.25544e+13 1.83572e+13 1.47533e+13 1.79669e+13 2.46601e+13 1.24255e+13 1.21821e+13 1.19544e+13
threshold=25.500000000000004 59.916647550000008 59.834458500000004 91.050000000000011 97.050000000000011 30.451272450000005 69.610000000000014 1.5000000000000002 60.003414000000006 1.5000000000000002 81.910000000000011 61.405000000000008 59.863160500000006 59.896318000000008 75.750000000000014 73.010000000000005 55.730000000000011 37.005000000000003 79.010000000000005 66.040000000000006 36.515000000000008 37.305000000000007 67.990000000000023 30.451272450000005 28.500000000000004 30.410108300000001 26.500000000000004 51.815000000000005 1.5000000000000002 38.210000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 -5 6 -2 -4 9 17 11 -11 14 -14 15 16 27 -3 19 20 -15 -22 24 -24 25 26 -18 -9 -21 -23
right_child=1 8 3 4 -6 -7 -8 12 -10 10 -12 -13 13 18 -16 -17 22 -19 -20 28 21 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.746274412891851 -20981.554519258389 11207.684316350922 50070.695693235757 125340.0694811022 17318.227378731342 212.05454195868174 -116720.35536221592 11450.513246314962 201.18402019070149 -23011.467765506819 51621.262462797626 -94703.310786033166 -12663.547886517757 18169.857841112662 79772.206195746534 -51873.254028320312 13325.110989845405 -12422.906083160477 -25368.576227971858 22817.767754133358 -47642.788752644861 56674.542109375005 -50223.862814331056 68438.587331321018 2559.5648342225613 142099.21357421877 127285.02098214287 -47699.382835629112 88268.728024193551 600.96702175537746
leaf_weight=4243674 170 353 79 37 67 62479 22 543 6299 314 21 49 894 628 36 32 59 806 110 344 120 40 32 22 41 28 28 38 31 768
leaf_count=4243674 170 353 79 37 67 62479 22 543 6299 314 21 49 894 628 36 32 59 806 110 344 120 40 32 22 41 28 28 38 31 768
internal_value=0 270.394 535.844 7191.03 55749.1 113.517 -31951.6 5887.12 -1985.63 -10912.9 -28078.2 -32688.9 4967.11 1668.13 16239 13459.9 16102.9 -5225.67 7945.69 9843.45 5412.64 -3220.49 39677.9 -1879.9 54063.3 72425.6 50001.9 7581.85 28228.4 3376.89
internal_weight=0 74490 66648 3977 104 62671 192 3873 7842 1543 384 363 3794 2935 859 823 791 1159 2041 1931 1556 928 210 54 156 115 87 581 375 808
internal_count=4318164 74490 66648 3977 104 62671 192 3873 7842 1543 384 363 3794 2935 859 823 791 1159 2041 1931 1556 928 210 54 156 115 87 581 375 808
is_linear=0
shrinkage=0.1


Tree=3159
num_leaves=31
num_cat=0
split_feature=2 0 0 5 5 1 0 3 5 5 5 0 1 0 3 5 5 0 1 6 0 5 3 3 3 5 5 2 5 5
split_gain=5.59691e+11 3.35657e+12 9.92878e+12 9.16859e+12 2.53115e+13 1.59935e+13 1.67222e+13 1.46004e+13 1.06196e+13 8.80618e+12 9.14759e+12 8.31063e+12 1.97492e+13 2.96581e+13 1.86793e+13 1.60404e+13 1.60228e+13 3.29023e+13 1.56574e+13 2.45242e+13 1.50386e+13 1.30621e+13 1.4735e+13 1.17458e+13 1.10073e+13 1.60716e+13 1.03271e+13 9.30803e+12 1.19328e+13 9.12829e+12
threshold=19.500000000000004 59.896318000000008 56.911498950000002 81.00500000000001 80.00500000000001 30.315880100000005 60.017447350000005 24.500000000000004 86.810000000000016 34.920000000000009 150.04500000000004 59.990816400000007 30.434657650000002 59.916647550000008 20.500000000000004 60.005000000000003 58.040000000000006 59.904813200000007 30.410108300000001 1.5000000000000002 59.932719750000011 59.510000000000012 22.500000000000004 24.500000000000004 23.500000000000004 47.815000000000005 31.415000000000003 20.500000000000004 56.835000000000008 50.410000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 7 -7 -6 -5 -4 -11 12 14 24 -3 -15 17 -16 27 26 23 -22 -23 -18 25 -14 -20 -19 -29 -26
right_child=1 3 9 8 5 6 -8 -9 -10 10 -12 -13 13 15 16 -17 20 18 19 -21 21 22 -24 -25 29 -27 -28 28 -30 -31
leaf_value=5.5292830861797801 -329.46054465793605 -84758.323106060619 -3592.194089568387 -23336.093169088927 146146.57086292616 67656.155322265622 -45188.184415409487 44263.192907401848 -3865.9257311276583 5418.2935345172409 -46596.494278492646 657.26914221535264 -1366.9778554394898 21481.547867991514 -95740.144145507817 83743.726925223222 -25025.81081912879 -12684.629638168493 4689.9264187918061 -102606.48926106771 -79147.855099051347 -103684.6992357337 -20498.565517263381 59346.369773910992 -4810.5960322484352 -41849.186388411988 -17564.790611428758 5650.5260198993547 67718.184399414065 12046.168468865715
leaf_weight=4218655 77097 33 1429 391 22 24 29 39 988 6070 34 8520 267 266 40 49 33 291 299 30 56 23 287 33 759 155 689 967 32 557
leaf_count=4218655 77097 33 1429 391 22 24 29 39 988 6070 34 8520 267 266 40 49 33 291 299 30 56 23 287 33 759 155 689 967 32 557
internal_value=0 -234.412 9.11138 -1619.55 -826.17 46094.6 5911.14 81008 -9386.47 3474.25 5128.57 -1225.76 -4522.81 2934.44 -9965.3 31166.8 -9077.47 -5821.06 -4262.67 -13534.4 -26776.7 -34699.8 -26670.4 17160.3 -2182.47 -16236 -10829.8 3054.12 7638.68 2324.07
internal_weight=0 99509 84630 14879 13500 114 53 61 1379 7533 6104 13386 4866 2053 2813 315 2780 2348 2308 1018 432 366 310 66 1738 422 988 1290 999 1316
internal_count=4318164 99509 84630 14879 13500 114 53 61 1379 7533 6104 13386 4866 2053 2813 315 2780 2348 2308 1018 432 366 310 66 1738 422 988 1290 999 1316
is_linear=0
shrinkage=0.1


Tree=3160
num_leaves=31
num_cat=0
split_feature=4 3 2 5 2 5 1 1 0 0 0 1 5 5 3 0 0 1 5 3 3 2 1 5 5 1 1 5 5 3
split_gain=5.21382e+11 5.25649e+12 9.59391e+12 1.47806e+13 5.72104e+12 5.24522e+12 6.70934e+12 1.4021e+13 1.09301e+13 6.79711e+12 1.09939e+13 1.92137e+13 2.6504e+13 2.21184e+13 2.50176e+13 1.57722e+13 9.09048e+12 7.45485e+12 1.42e+13 1.4415e+13 2.79052e+13 1.58943e+13 1.27086e+13 1.11421e+13 8.76635e+12 7.08388e+12 6.89324e+12 2.70027e+13 2.35745e+13 6.60098e+12
threshold=-1.0000000180025095e-35 36.500000000000007 21.500000000000004 29.985000000000003 8.5000000000000018 43.605000000000011 83.00362155000002 83.003542850000017 61.785186750000001 57.641335050000002 56.301440000000007 60.611165000000007 85.020000000000024 99.555000000000021 9.5000000000000018 57.147575200000006 56.110481950000008 30.315880100000005 69.015000000000015 8.5000000000000018 5.5000000000000009 7.5000000000000009 30.226173900000003 49.995000000000012 101.05000000000001 30.332994000000003 30.410108300000001 100.05000000000001 67.990000000000023 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 8 9 10 16 13 15 -12 -15 -13 -7 18 19 20 -11 23 -20 -21 -24 -19 27 28 29 -27
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 17 11 12 -14 14 -16 -17 -18 25 22 21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-50.509463521881649 -8.5086638450777805 -44679.001391601567 20413.302126593338 -115060.33492187499 17216.515046037948 818.83300947354292 3873.3322583583767 -15361.406696017495 60196.836195816533 10715.967243303572 17729.426077997119 -13442.189381534892 -120643.935625 145309.28578629033 7659.5606317934789 66827.761433919281 -42734.778011067712 -50824.855903596705 -20304.018607954546 99246.668394886365 -139784.38096590908 -32784.564148888217 106310.66594154095 12086.657359730114 20252.221572265626 -33586.200426136369 -19665.19176874288 -64801.096898674245 133609.51742001489 39054.295824353452
leaf_weight=204985 4073891 32 38 20 28 29648 7630 543 31 28 336 133 20 31 23 30 48 53 22 22 22 52 29 44 20 22 300 33 21 29
leaf_count=204985 4073891 32 38 20 28 29648 7630 543 31 28 336 133 20 31 23 30 48 53 22 22 22 52 29 44 20 22 300 33 21 29
internal_value=0 141.904 -20959 -40610.9 -15794.4 152.102 1212.41 568.697 847.758 788.344 1013.16 14733 -11999.2 27276.5 86680.7 1331.42 748.434 -8975.09 5341.42 -10504.6 -55504.2 8563.07 42836.1 41140 71184.8 -16445.9 -11947 10105.2 44437.2 7719.18
internal_weight=0 244273 118 80 60 244155 39170 31540 30997 30966 30269 573 183 390 54 163 29696 697 239 168 50 118 71 66 49 458 405 105 72 51
internal_count=4318164 244273 118 80 60 244155 39170 31540 30997 30966 30269 573 183 390 54 163 29696 697 239 168 50 118 71 66 49 458 405 105 72 51
is_linear=0
shrinkage=0.1


Tree=3161
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 6 5 2 5 5 3 5 5 5 3 5 5 5 2 2 3 3 2 3 3 5 5 5 2 5
split_gain=5.52626e+11 3.94947e+12 2.51952e+13 2.43026e+13 3.92455e+13 5.06191e+13 3.94538e+13 3.26261e+13 2.98467e+13 3.9323e+13 2.89694e+13 2.04857e+13 1.82358e+13 1.71138e+13 1.63789e+13 1.40104e+13 2.19124e+13 1.24019e+13 1.22974e+13 1.18102e+13 1.12467e+13 1.05983e+13 1.05303e+13 1.02548e+13 9.5447e+12 9.31539e+12 9.21681e+12 9.16983e+12 8.72089e+12 8.20854e+12
threshold=83.011163250000024 83.015546400000019 55.030402950000003 6.5000000000000009 55.02863030000001 1.5000000000000002 41.305000000000007 2.5000000000000004 76.730000000000018 78.010000000000005 3.5000000000000004 86.810000000000016 72.010000000000005 58.305000000000007 11.500000000000002 38.455000000000005 59.510000000000012 59.025000000000013 1.5000000000000002 8.5000000000000018 17.500000000000004 10.500000000000002 1.5000000000000002 17.500000000000004 9.5000000000000018 32.910000000000004 85.91500000000002 56.205000000000005 2.5000000000000004 77.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 7 25 -7 20 12 19 17 21 15 -12 18 23 27 -2 -4 -10 22 28 -5 -9 -11 -6 -15 -17 -8 -21
right_child=1 -3 14 4 5 6 11 8 9 24 13 -13 -14 26 -16 16 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.260424796929758 29651.613255709137 62.480550190131503 -7484.2277924262153 -2840.8416919241045 -7986.8036358320533 -1122.4792344953321 -2948.2650532830626 -3237.0162286744635 -6826.1803674316416 -38111.701879882814 -16539.911756308833 -36859.646228801452 109735.59909002132 -43104.691629464287 -40128.151811691816 27752.952853439623 9923.4106569230862 -7383.0468248566394 17903.52332199036 -42101.296718750003 -16515.886356091225 -43037.241163793107 21936.978731605293 31613.241192511796 33301.619392233457 -257.22311645202524 -100716.75987548829 52364.114051663812 -14937.954069784701 -119646.33725472384
leaf_weight=3928897 130 298114 225 743 1592 3441 776 415 20 24 371 410 22 210 58 795 772 297 1255 20 433 116 223 106 85 75572 32 187 2780 43
leaf_count=3928897 130 298114 225 743 1592 3441 776 415 20 24 371 410 22 210 58 795 772 297 1255 20 433 116 223 106 85 75572 32 187 2780 43
internal_value=0 -113.652 -689.691 -907.492 -729.05 -1180.07 -9010.05 9094.86 15962.6 -21913.5 -16105.1 -15659 19128.6 -30034.6 12001 18252.4 22529.4 3892.14 14043.9 -73775.2 -3123.79 -13291.9 2879.09 3853.44 17577.6 -416.695 -50722.8 32439.6 -12321.5 -95028.9
internal_weight=0 389267 91153 89615 88575 84687 7523 3888 2489 192 1040 4082 2297 613 1538 2275 1754 427 1480 83 1399 3672 966 521 109 77164 242 982 3556 63
internal_count=4318164 389267 91153 89615 88575 84687 7523 3888 2489 192 1040 4082 2297 613 1538 2275 1754 427 1480 83 1399 3672 966 521 109 77164 242 982 3556 63
is_linear=0
shrinkage=0.1


Tree=3162
num_leaves=31
num_cat=0
split_feature=5 5 0 3 1 3 3 4 1 1 1 6 3 1 0 1 0 1 3 1 0 1 3 0 1 3 1 1 1 3
split_gain=5.25473e+11 1.14327e+13 3.34404e+13 1.90248e+13 2.01736e+13 1.44267e+13 1.22955e+13 1.39162e+13 1.23943e+13 1.02481e+13 1.61849e+13 1.38414e+13 2.03617e+13 1.35108e+13 9.818e+12 9.60105e+12 8.87731e+12 9.61788e+12 1.07574e+13 2.01574e+13 8.19657e+12 7.9212e+12 1.10984e+13 1.32912e+13 9.82581e+12 7.73359e+12 6.29401e+12 5.91414e+12 5.43978e+12 5.19595e+12
threshold=29.985000000000003 29.050000000000004 43.592450450000008 4.5000000000000009 43.048525950000005 8.5000000000000018 18.500000000000004 2.5000000000000004 82.967723800000016 37.712318250000003 82.784560750000011 1.5000000000000002 15.500000000000002 37.642309100000013 43.465905150000005 83.026705000000007 60.029906750000002 37.533784800000006 31.500000000000004 37.516458750000005 55.078308950000007 30.388336800000001 12.500000000000002 59.982527000000012 30.451272450000005 8.5000000000000018 82.991167100000027 37.098288800000006 37.620907050000007 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 14 7 9 16 11 25 12 13 21 -5 20 17 18 19 -8 -12 22 23 -4 -23 -11 -10 -26 -19 -13
right_child=-2 2 6 4 -6 -7 8 -9 26 10 15 29 -14 -15 -16 -17 -18 28 -20 -21 -22 24 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-44.121430705921199 -8.5815689314196852 -1665.3945446166992 -364.74609582779254 179242.41669921877 -980.60808376736122 46749.292937247985 -10087.292575376254 86840.969687500008 -22339.331258856655 1883.6025923619538 13226.048155626559 8893.9791131402344 26683.438649038919 68003.850013316769 86756.950994318177 673.15327893069889 13586.907508488379 40490.985210503481 57855.222585227275 -93498.26708333334 -7263.6050657476389 -39700.539961493778 23116.89035987854 -76813.177500000005 22725.186480957032 -4730.939829873636 17834.512786155523 -15343.577935048697 1091.0737499839533 19817.091817722641
leaf_weight=229327 4071751 50 94 24 27 31 846 20 419 4681 2124 902 205 22 22 1319 367 36 22 30 215 158 128 30 50 2840 43 222 1317 842
leaf_count=229327 4071751 50 94 24 27 31 846 20 419 4681 2124 902 205 22 22 1319 367 36 22 30 215 158 128 30 50 2840 43 222 1317 842
internal_value=0 141.803 2637.26 49025.7 73396.4 99476.6 2215.35 3486.04 -3499.44 3365.51 2039.5 8952.93 -1051.96 -9128.32 135010 7495.45 -834.594 -3185.86 -11209.3 -12943.8 11342.6 -11616.5 2461.43 -18860.3 -19866.7 -614.111 -18600.2 -8345.64 2139.41 14167.6
internal_weight=0 246413 17086 154 104 77 16932 13852 3080 13832 11179 2653 909 704 46 3658 2618 2251 898 876 2339 682 252 124 430 7521 462 272 1353 1744
internal_count=4318164 246413 17086 154 104 77 16932 13852 3080 13832 11179 2653 909 704 46 3658 2618 2251 898 876 2339 682 252 124 430 7521 462 272 1353 1744
is_linear=0
shrinkage=0.1


Tree=3163
num_leaves=31
num_cat=0
split_feature=3 2 2 2 0 4 2 1 5 5 1 5 1 3 1 2 0 3 1 1 0 1 1 2 1 2 1 4 6 0
split_gain=5.53851e+11 5.0653e+12 8.40337e+12 7.02807e+12 7.15998e+12 4.82985e+12 1.03894e+13 2.11872e+13 4.89871e+13 4.06347e+13 1.25677e+13 1.05067e+13 1.99229e+13 3.6101e+13 2.51866e+13 8.55537e+13 1.97898e+13 1.95052e+13 3.37802e+13 2.56079e+13 2.75721e+13 2.34339e+13 2.28109e+13 2.87375e+13 2.44891e+13 2.03951e+13 2.68137e+13 2.40557e+13 5.02621e+13 4.05411e+13
threshold=9.5000000000000018 15.500000000000002 14.500000000000002 17.500000000000004 55.751981950000008 3.5000000000000004 7.5000000000000009 30.160599000000001 125.85000000000001 105.35000000000001 36.761894450000007 177.02500000000003 65.520339550000017 2.5000000000000004 60.695889550000011 3.5000000000000004 54.811549550000009 6.5000000000000009 60.55755580000001 39.188277450000008 46.672631750000008 59.76223980000001 53.140944450000006 2.5000000000000004 49.177301950000007 1.5000000000000002 41.900971000000006 4.5000000000000009 1.5000000000000002 56.791364150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 10 8 9 -8 -7 -12 14 16 17 -16 -14 18 25 20 -19 22 23 -21 -25 26 -13 29 -29 -27
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11 11 12 13 -15 15 -17 -18 19 -20 21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-72.839216927616448 32.325635877666372 66447.947529069774 -36276.071099853514 -6767.6305989583334 -27.258353365384615 -1984.1848821709875 32258.353107471958 -3762.384335550129 -55140.586553030298 197637.60247395834 1883.0711947093071 42063.797502460628 -16690.992226562503 9748.0065808335785 7587.8984250992062 -191171.55132575758 -157367.28421875002 -102198.43259548611 115210.641875 109671.90896139707 15807.009874378553 -69806.181521739141 119084.74593211208 31313.926081095953 -49472.071438419123 -32803.362914242949 -24440.676164298224 -106250.53350000001 -1854.223795244108 -162010.18831129809
leaf_weight=1856931 2379540 43 64 54 26 11547 39 6542 33 24 60465 127 20 1060 63 33 20 36 20 34 44 23 29 142 51 368 116 50 594 26
leaf_count=1856931 2379540 43 64 54 26 11547 39 6542 33 24 60465 127 20 1060 63 33 20 36 20 34 44 23 29 142 51 368 116 50 594 26
internal_value=0 -39.6777 -40.9653 20252.9 41399.3 -39.7689 713.663 -3078 43559.8 95260 1049.84 1603.12 -4323.85 6228.84 -10934.3 -60735.7 -87029.1 -8054.23 -13748.4 12581.1 -37295.4 26882.7 35569.5 24900.2 9966.33 -15761.8 10316.8 -21866.9 -9959.53 -41329.7
internal_weight=0 1.93862e+06 1.9385e+06 123 69 1.93844e+06 81506 6638 96 63 74868 63321 2856 1100 1756 96 40 1660 1301 359 80 279 256 227 193 1281 243 1038 644 394
internal_count=4318164 1938624 1938501 123 69 1938437 81506 6638 96 63 74868 63321 2856 1100 1756 96 40 1660 1301 359 80 279 256 227 193 1281 243 1038 644 394
is_linear=0
shrinkage=0.1


Tree=3164
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 4 3 4 2 3 2 2 0 0 3 3 4 3 1 1 3 0 1 4 2 1 6 0 2 1
split_gain=5.31399e+11 6.03562e+12 3.64679e+13 4.13248e+13 2.32455e+13 2.34318e+13 2.0816e+13 3.19971e+13 2.84538e+13 1.92301e+13 2.2548e+13 2.9839e+13 2.66662e+13 3.69069e+13 2.61689e+13 2.24593e+13 3.49658e+13 3.42683e+13 2.61093e+13 2.56355e+13 2.22278e+13 1.99035e+13 2.87495e+13 2.76501e+13 2.32289e+13 2.23464e+13 1.8973e+13 2.79184e+13 2.93287e+13 1.89612e+13
threshold=98.020000000000024 99.555000000000021 59.932719750000011 59.939091550000008 59.896318000000008 2.5000000000000004 5.5000000000000009 3.5000000000000004 2.5000000000000004 32.500000000000007 22.500000000000004 13.500000000000002 55.885524800000006 56.028355650000009 21.500000000000004 7.5000000000000009 2.5000000000000004 10.500000000000002 36.585378200000001 30.226173900000003 25.500000000000004 55.56564190000001 37.39371280000001 2.5000000000000004 4.5000000000000009 82.907204800000002 1.5000000000000002 53.145783300000012 16.500000000000004 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 -6 8 -8 -5 10 11 15 14 -14 26 21 18 19 -17 -18 -16 22 24 -24 -2 -25 -13 28 -28 -20
right_child=1 -3 3 6 5 -7 7 -9 -10 -11 -12 12 13 -15 20 16 17 -19 29 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=6.3138729007016821 134443.20605740018 -53.867618210912951 99460.899739583343 -5178.1145565635279 -136711.31263586957 -27745.830834082735 16361.702917778202 -53478.186521055643 113586.36384447674 81044.153049879824 -74871.00516304349 -6585.8020427178899 178878.19138764881 33176.851525758044 -37279.678305242087 51082.653058593751 -107278.99643267464 -10.854737905838434 -107863.73517045456 -19176.841381576778 55145.148765120975 -8878.5365903657057 76055.166847148692 -10803.570429161209 5788.7631432574735 41163.230852272733 -85186.825274884264 76438.401558916288 62206.967592592599 -41028.80063529066
leaf_weight=4182669 36 129703 60 38 23 139 328 82 43 26 46 109 21 101 162 25 34 1884 55 1154 31 522 57 334 23 110 27 109 27 186
leaf_count=4182669 36 129703 60 38 23 139 328 82 43 26 46 109 21 101 162 25 34 1884 55 1154 31 522 57 334 23 110 27 109 27 186
internal_value=0 -194.906 -3353.25 21118.9 -5926.08 -43216.2 11545.6 2393.73 57869.7 -4736.67 -5178.05 -4537.77 16645.6 58256.6 5728.32 -7351.04 -11409.5 -8397.79 -46191 -21698.3 -22434.2 5169.32 18263.9 10488.4 84289.8 2071.09 25711.3 47308.8 -11489.9 -56281.6
internal_weight=0 135495 5792 551 5241 162 491 410 81 5079 5053 5007 587 122 465 4420 3338 3072 266 1188 193 1082 560 501 59 444 272 163 54 241
internal_count=4318164 135495 5792 551 5241 162 491 410 81 5079 5053 5007 587 122 465 4420 3338 3072 266 1188 193 1082 560 501 59 444 272 163 54 241
is_linear=0
shrinkage=0.1


Tree=3165
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 2 1 2 2 0 4 0 0 4 1 1 1 0 1 2 3 0 2 1 5 1 3 3 4 0
split_gain=5.19257e+11 2.32869e+12 8.07795e+12 1.0743e+13 8.16359e+12 6.87527e+12 6.42145e+12 1.25586e+13 4.50567e+12 1.48883e+13 1.34839e+13 1.38577e+13 1.55131e+13 1.14231e+13 1.74158e+13 9.41915e+12 9.31188e+12 8.95576e+12 8.51864e+12 9.48791e+12 9.49355e+12 8.51078e+12 8.23556e+12 7.85728e+12 7.52168e+12 6.17358e+12 6.0555e+12 6.24071e+12 5.55838e+12 1.09201e+13
threshold=18.050000000000004 37.487839250000007 37.417247200000006 55.86787755000001 55.734663800000007 2.5000000000000004 37.712318250000003 13.500000000000002 1.5000000000000002 55.87722990000001 2.5000000000000004 55.842510000000011 55.762622900000004 1.0000000180025095e-35 37.615058950000012 37.597123000000003 37.559851850000008 55.74310830000001 37.66934650000001 3.5000000000000004 8.5000000000000018 55.885524800000006 3.5000000000000004 37.542000650000013 16.850000000000005 37.559851850000008 4.5000000000000009 6.5000000000000009 1.0000000180025095e-35 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 9 13 11 12 17 25 24 21 -12 22 19 20 -14 -11 28 -24 -15 26 -3 -28 -10 -30
right_child=-2 6 3 -5 5 -7 -8 -9 10 15 16 -13 18 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=356.58601512023336 -2.9988716229513597 44684.872282608703 7109.7435985218399 -14276.305042067308 25508.958737066139 84976.212479073671 785.22322992177305 73985.87109375 -19649.135278923128 46595.177992079 96131.448593750014 4724.3212690565324 -33782.052514243784 -91738.152173477574 16610.496433423916 -27601.159149456922 -366.63050781250001 14519.680846228966 -92149.951547475968 -79638.596093750006 21198.007216282898 -26914.486858258926 59963.104314630677 -8433.887106624119 -24489.949232219831 3862.4458427182285 -16526.107792547391 674.30272636245536 -10858.24969815341 -111673.50522693452
leaf_weight=2886 4286109 23 352 130 262 21 23465 21 162 36 20 360 181 39 46 319 20 130 26 36 38 28 22 71 29 2441 394 454 22 21
leaf_count=2886 4286109 23 352 130 262 21 23465 21 162 36 20 360 181 39 46 319 20 130 26 36 38 28 22 71 29 2441 394 454 22 21
internal_value=0 400.982 2778.33 11914.5 17276.3 29921.7 95.403 -3181.91 -3511.42 -1878.19 -9120.93 -11253.9 -19366.9 212.176 -30911.5 -20576.9 47882.4 -7381.41 -37622.5 -32062.8 -24242.1 14434.7 -16935.6 7746.05 -63058.8 1283.46 -5944.2 -7317.4 -28132.6 -60093.6
internal_weight=0 32055 3651 765 635 283 28404 4939 4918 3809 1109 1069 709 3426 114 383 40 428 281 255 219 64 298 93 68 3312 871 848 205 43
internal_count=4318164 32055 3651 765 635 283 28404 4939 4918 3809 1109 1069 709 3426 114 383 40 428 281 255 219 64 298 93 68 3312 871 848 205 43
is_linear=0
shrinkage=0.1


Tree=3166
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 3 6 0 1 1 1 4 4 1 0 0 0 0 0 0 3 1 3 4 1 1 3 2
split_gain=5.16325e+11 6.83038e+12 3.36653e+13 2.32482e+13 1.94154e+13 3.05806e+13 4.43502e+13 2.36712e+13 2.55798e+13 4.50283e+13 2.53927e+13 2.07812e+13 1.9561e+13 2.10338e+13 1.95509e+13 1.81979e+13 1.75379e+13 1.66853e+13 3.87922e+13 3.61326e+13 1.70682e+13 1.64077e+13 2.35047e+13 2.394e+13 3.41238e+13 2.40577e+13 2.44244e+13 2.23076e+13 2.2293e+13 2.38804e+13
threshold=81.910000000000011 81.00500000000001 39.739656000000004 28.619594500000002 30.278357500000002 55.74310830000001 55.734663800000007 22.500000000000004 1.5000000000000002 55.674875350000008 37.737121850000008 30.243224600000001 30.160599000000001 2.5000000000000004 2.5000000000000004 114.17164950000002 55.619594000000006 55.674875350000008 55.664473600000008 55.701368300000006 55.719391050000006 55.793358600000012 23.500000000000004 30.305955500000003 10.500000000000002 2.5000000000000004 30.370618100000005 30.425002000000003 9.5000000000000018 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 6 7 17 10 -10 16 12 13 -5 -13 -4 -9 18 -6 -19 -21 28 23 24 -23 26 -25 -28 -7 -30
right_child=-2 2 15 4 5 21 -8 8 9 -11 -12 14 -14 -15 -16 -17 -18 19 -20 20 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-4.7693304071899512 110.95605587675408 37947.037522321429 4997.1819306776406 29223.315503771551 -11170.825503096887 109115.75250651043 -153738.93389945652 -87713.52757936508 -44122.561352287375 -194633.098375 9652.6853765272554 -94538.136673677887 8718.5116384681751 -68839.907904121312 -22533.13349208048 -77411.757197627318 11276.132828125001 60248.346424987802 -147986.31923363096 -66059.578668945323 15769.429708158053 98061.82658593751 25410.827018781863 -65815.109256114141 -30679.814508928575 -3323.7811123287233 69274.222555443557 -31005.148272235576 -640.1029185901989 116617.51015625001
leaf_weight=3927731 382266 105 3549 29 1577 30 23 63 97 25 133 78 163 89 73 27 25 100 21 50 52 50 277 138 35 1097 31 78 132 20
leaf_count=3927731 382266 105 3549 29 1577 30 23 63 97 25 133 78 163 89 73 27 25 100 21 50 52 50 277 138 35 1097 31 78 132 20
internal_value=0 -10.7764 -2899.73 -8566.1 -9654.79 -7507.24 -15616 -14133.5 -38209.8 -74964.9 -17919.6 -29808 -13730.1 -44739.6 -59727.8 4374.97 -59591.5 -9545.69 -12968.8 17534 -24342.8 1795.47 -1249.4 -6417.27 45050.6 -9672.3 -37868 -2485.33 30337 14788.5
internal_weight=0 3.9359e+06 8167 4591 4486 4054 2166 2143 343 122 221 432 281 118 151 3576 88 1800 1598 202 102 1888 1706 1429 85 1344 247 109 182 152
internal_count=4318164 3935898 8167 4591 4486 4054 2166 2143 343 122 221 432 281 118 151 3576 88 1800 1598 202 102 1888 1706 1429 85 1344 247 109 182 152
is_linear=0
shrinkage=0.1


Tree=3167
num_leaves=31
num_cat=0
split_feature=1 1 5 0 5 5 0 0 0 0 3 3 4 3 3 5 2 3 0 3 2 3 5 5 5 3 5 3 5 4
split_gain=5.19729e+11 1.49193e+13 2.93086e+13 3.76029e+13 4.33033e+13 2.99803e+13 2.97653e+13 9.91984e+13 9.28698e+13 7.98477e+13 7.47678e+13 1.09303e+14 7.22594e+13 5.39681e+13 7.68731e+13 1.14839e+14 5.10436e+13 4.91456e+13 5.00022e+13 9.1223e+13 4.48791e+13 7.65911e+13 4.64378e+13 5.62286e+13 4.40778e+13 1.03976e+14 4.65181e+13 1.47776e+14 7.28818e+13 4.64235e+13
threshold=37.615058950000012 37.620907050000007 110.05000000000001 55.769960200000007 118.33500000000002 125.85000000000001 55.74310830000001 55.751981950000008 55.701368300000006 55.695992150000002 5.5000000000000009 6.5000000000000009 1.0000000180025095e-35 7.5000000000000009 8.5000000000000018 57.995000000000012 4.5000000000000009 20.500000000000004 55.664473600000008 26.500000000000004 9.5000000000000018 6.5000000000000009 32.910000000000004 73.995000000000019 86.810000000000016 24.500000000000004 62.995000000000012 9.5000000000000018 62.385000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 8 -8 9 17 12 -12 -9 -13 15 -15 -14 -2 -19 -20 21 22 -10 -24 26 -26 28 -28 29 -16
right_child=1 -3 3 4 -6 -7 7 10 20 -11 11 13 16 14 24 -17 -18 18 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=69.069285687888268 -6616.0272744552967 -2.8434823916621772 185761.73410456709 67800.104193300198 -106680.6338125 35313.304029224542 -159680.74302455358 80242.887656250008 -29999.78413722826 -104730.15382197133 165467.51893503289 -62629.326930732495 -40693.436903987706 11147.316753098061 -224.30902328969302 196440.6782081117 -140268.10197332976 8505.6177640498208 163490.63314709274 11505.417146955218 135263.71373083728 -335.38845272424089 165104.20513117284 -18518.541610863096 -18886.746599278496 -175577.11013287483 -83005.682478380506 17166.391061884511 -107707.4127943442 -16712.06813223318
leaf_weight=869963 3298 3431337 26 33 25 27 42 45 23 73 38 157 458 116 4947 47 58 1602 61 112 53 212 81 21 428 47 159 1996 71 2608
leaf_count=869963 3298 3431337 26 33 25 27 42 45 23 73 38 157 458 116 4947 47 58 1602 61 112 53 212 81 21 428 47 159 1996 71 2608
internal_value=0 -17.4258 -2984.51 48231.1 -7407.11 109118 -3323.85 -6285.05 2676.12 -889.511 -5708.53 -3828.02 -41287.4 -4436.31 -3559.42 64575.5 -51885.9 604.746 14021.1 65095.6 49724.2 36271.4 98356.4 127300 -4642.3 -34390.8 -3197.6 9775.5 -6863.62 -5915.91
internal_weight=0 3.4482e+06 16864 111 58 53 16753 11217 5536 5146 11175 10614 561 10576 10419 163 516 5073 1775 173 390 337 125 102 10256 475 9781 2155 7626 7555
internal_count=4318164 3448201 16864 111 58 53 16753 11217 5536 5146 11175 10614 561 10576 10419 163 516 5073 1775 173 390 337 125 102 10256 475 9781 2155 7626 7555
is_linear=0
shrinkage=0.1


Tree=3168
num_leaves=31
num_cat=0
split_feature=1 1 5 5 3 4 3 0 3 1 5 1 5 0 0 0 0 3 0 5 6 3 1 3 5 0 3 3 0 0
split_gain=5.19556e+11 5.61744e+12 2.24129e+13 2.88386e+13 3.55466e+13 3.32078e+13 4.52767e+13 2.50102e+13 2.28565e+13 2.84309e+13 3.05776e+13 2.92982e+13 2.40405e+13 4.16011e+13 6.2768e+13 3.09066e+13 4.31806e+13 2.69273e+13 3.10937e+13 2.55557e+13 2.41654e+13 2.84792e+13 7.79034e+13 8.33886e+13 1.02185e+14 5.39022e+13 2.3779e+13 2.18304e+13 3.09209e+13 4.75548e+13
threshold=35.911716050000003 30.451272450000005 92.035000000000011 69.015000000000015 5.5000000000000009 1.5000000000000002 10.500000000000002 50.565831500000009 7.5000000000000009 34.359746700000009 81.00500000000001 30.502469200000004 81.00500000000001 59.609407350000005 59.896318000000008 60.052595500000002 59.916647550000008 9.5000000000000018 59.755965500000009 86.02500000000002 1.5000000000000002 13.500000000000002 30.468306550000005 23.500000000000004 75.015000000000015 59.904813200000007 23.500000000000004 8.5000000000000018 59.755965500000009 59.882016200000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 27 -5 6 -6 -4 9 11 -11 -7 13 -10 -15 16 20 18 -14 -20 -16 -22 23 24 -23 -24 -19 28 -3 -30
right_child=-2 2 7 4 5 8 -8 -9 12 10 -12 -13 17 14 15 -17 -18 26 19 -21 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=81.525827503830016 12.114024651733489 -3991.3838489064833 14220.258024742856 -6236.4060640881826 172842.42106481481 90958.114597486419 26591.934964923468 -12647.169747377404 -5669.5914245526819 39629.372223097278 198224.80476562501 1921.062243912068 3108.9752843520223 32928.735426600695 2099.6314212884386 24075.18124749756 -8659.0358477555783 7554.5921638493646 -91395.034131855879 -18801.860956827801 1752.5590945071585 103481.22914496528 -45332.033074745443 4047.3001602564104 370627.99925595243 48289.980712154531 -16897.084603429514 -2227.1814981592561 15087.379439247808 1266.4177492186097
leaf_weight=368663 3848743 8077 398 2599 27 46 98 2676 1552 31 20 188 170 1206 626 800 1664 1567 98 96 227 45 89 39 21 199 533 58478 2940 16248
leaf_count=368663 3848743 8077 398 2599 27 46 98 2676 1552 31 20 188 170 1206 626 800 1664 1567 98 96 227 45 89 39 21 199 533 58478 2940 16248
internal_value=0 -99.3219 -761.025 -496.449 4107.76 6985.56 58182 -9168.56 6291.24 34169.3 101824 19424.1 5401.72 8603.8 13110 6667.53 1881.93 -3003.76 -28113.1 -55472.6 15959.1 29952.7 46241.3 119978 188482 19358.2 1348.52 -1137.65 1199.17 3384.08
internal_weight=0 469421 100758 97684 11941 9342 125 3074 9217 285 51 234 8932 6468 4916 3710 2910 2464 364 194 1246 620 393 105 66 288 2100 85743 27265 19188
internal_count=4318164 469421 100758 97684 11941 9342 125 3074 9217 285 51 234 8932 6468 4916 3710 2910 2464 364 194 1246 620 393 105 66 288 2100 85743 27265 19188
is_linear=0
shrinkage=0.1


Tree=3169
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 6 0 5 0 0 0 3 0 5 5 0 0 5 5 4 0 5 0 4 5 0 2 5 3 1
split_gain=5.61464e+11 4.73548e+12 1.18213e+13 4.18261e+13 7.49429e+13 5.29142e+13 2.94507e+13 2.02047e+13 1.9423e+13 2.31152e+13 4.62641e+13 2.62586e+13 1.9393e+13 2.13889e+13 1.85117e+13 1.85554e+13 3.39403e+13 3.81852e+13 2.88998e+13 2.63661e+13 4.83258e+13 5.57245e+13 3.69164e+13 2.31795e+13 2.27844e+13 4.56269e+13 3.0698e+13 1.94325e+13 1.93188e+13 3.18518e+13
threshold=38.781124500000011 38.096381250000007 38.151577750000008 55.885524800000006 55.591389050000011 1.5000000000000002 55.777112100000004 30.405000000000005 46.672631750000008 55.576287050000012 55.801980100000009 22.500000000000004 55.551692500000009 101.05000000000001 62.385000000000012 56.338501050000012 55.851332700000007 110.05000000000001 118.33500000000002 2.5000000000000004 56.281985950000006 64.020000000000024 55.860536450000005 2.5000000000000004 90.015000000000015 56.320495600000008 4.5000000000000009 89.00500000000001 23.500000000000004 38.233559750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -4 12 11 -11 13 -10 -12 16 18 19 23 20 -18 -22 -21 -16 -24 -26 -27 -25 29 -23
right_child=-2 2 8 -5 5 -7 -8 -9 9 10 14 -13 -14 -15 15 -17 17 -19 -20 22 21 28 24 27 25 26 -28 -29 -30 -31
leaf_value=5.2641307113158584 -23.735860949789128 2193.3394703204208 -5893.1017174483177 -1684.8306817454868 39586.19489746094 19026.032207730674 -12298.022290039064 118021.38435621996 2159.1362875639329 -5468.8914720435932 734.11903709239323 47548.295186793548 9526.2670761397349 -27559.921079400508 -29646.994644461109 -6756.5627541668237 11553.529773995537 -44613.710605244254 114376.98497023812 64765.092442654495 201400.7118433459 41956.006222098222 4029.8663992576835 9688.9569698688956 4522.7633582356775 47051.529755859374 220161.70505952381 -37482.286124181264 -24851.950423177084 125820.97955204133
leaf_weight=1222775 3012745 5758 4869 8621 48 2154 32 104 20959 15129 17113 94 3855 245 268 650 280 87 21 133 29 168 982 741 75 20 21 99 27 62
leaf_count=1222775 3012745 5758 4869 8621 48 2154 32 104 20959 15129 17113 94 3855 245 268 650 280 87 21 133 29 168 982 741 75 20 21 99 27 62
internal_value=0 54.7794 787.392 3162.48 8324.13 23423 74895.8 93252.4 185.145 669.847 -953.509 -5141.52 3001.91 1815.75 2115.13 8567.01 11872.8 20088.9 -1837.65 23221.4 41085 69997 15007.9 -4040.27 8980.84 50893.4 135718 4129.49 55169.3 64563.1
internal_weight=0 1.30542e+06 82644 16717 8096 2338 184 152 65927 61058 35999 15223 25059 21204 20776 3663 3013 1884 1129 1797 566 286 1231 1108 1098 116 41 840 257 230
internal_count=4318164 1305419 82644 16717 8096 2338 184 152 65927 61058 35999 15223 25059 21204 20776 3663 3013 1884 1129 1797 566 286 1231 1108 1098 116 41 840 257 230
is_linear=0
shrinkage=0.1


Tree=3170
num_leaves=31
num_cat=0
split_feature=0 0 5 1 6 1 4 1 3 1 1 1 5 1 2 0 5 5 3 0 1 5 5 5 0 5 0 2 5 0
split_gain=5.46532e+11 7.84231e+12 9.8766e+12 9.27366e+12 9.64933e+12 1.85567e+13 1.2884e+13 1.23773e+13 1.50887e+13 1.02831e+13 1.58392e+13 1.06362e+13 1.00698e+13 1.0666e+13 1.09458e+13 1.052e+13 9.49145e+12 2.21738e+13 1.92416e+13 1.88697e+13 9.08071e+12 2.22965e+13 1.0671e+13 1.3733e+13 9.68587e+12 9.43811e+12 8.62366e+12 8.08879e+12 1.12971e+13 1.31794e+13
threshold=54.942865800000007 54.947737500000009 102.01000000000001 83.140147550000009 1.5000000000000002 82.957885500000017 1.5000000000000002 82.95335685000002 3.5000000000000004 82.962740850000003 82.964402850000013 82.97193200000001 58.005000000000003 82.957885500000017 3.5000000000000004 54.944759500000011 34.920000000000009 38.010000000000012 9.5000000000000018 54.945175000000006 82.958618050000013 48.945000000000007 38.905000000000008 39.805000000000007 54.946533000000009 34.920000000000009 54.945614000000006 2.5000000000000004 41.005000000000003 54.944759500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -6 12 -11 -12 20 -14 -15 -16 -7 19 -19 -18 21 22 25 -24 -23 -9 -22 -13 -29 -30
right_child=1 -3 -4 -5 7 16 -8 9 -10 10 11 27 13 14 15 -17 17 18 -20 -21 26 24 23 -25 -26 -27 -28 28 29 -31
leaf_value=52.3745041626903 -2373.2724447236901 14.299988523005979 -64859.434309895842 29892.099568684895 -7050.1935405766199 -2288.1149929875851 -12608.231582731873 5646.4579276876575 16275.426578491692 21249.628986490356 -386.85831628779755 2475.8129343082132 -24157.97505721527 3929.0427326787467 8820.9187268974365 -13291.62274805141 11612.735367154675 -30919.565672841698 285.19706576946629 60954.312452898121 -6532.8127966887096 77214.58253906251 -15277.414472765362 4155.4240444487905 1077.5502833048502 48961.646477004717 9288.6698200617611 540.96106626929304 -26478.061856366247 -8006.7112476055445
leaf_weight=1363348 3400 2798789 24 99 436 16161 1927 989 762 307 16567 1006 441 652 242 1939 357 198 99281 99 5000 55 716 739 24 53 370 1230 457 2496
leaf_count=1363348 3400 2798789 24 99 436 16161 1927 989 762 307 16567 1006 441 652 242 1939 357 198 99281 99 5000 55 716 739 24 53 370 1230 457 2496
internal_value=0 -24.1655 -714.154 -704.286 -723.715 -304.478 -6075.69 -2200.03 7786.3 -2559.49 -1306.02 -1624.3 -5024.31 -9691.42 -7439.48 -10838.1 -39.6691 323.939 223.088 22325.1 -3101.32 1779.58 124.767 -5407.4 54084.3 7849.63 -5442.69 -5575.1 -7511.32 -10865.3
internal_weight=0 2.95482e+06 156027 156003 155904 121423 5327 34481 1198 33283 22063 21756 11220 3274 2833 2181 116096 99935 99479 456 7946 2576 2497 1455 79 1042 5370 5189 4183 2953
internal_count=4318164 2954816 156027 156003 155904 121423 5327 34481 1198 33283 22063 21756 11220 3274 2833 2181 116096 99935 99479 456 7946 2576 2497 1455 79 1042 5370 5189 4183 2953
is_linear=0
shrinkage=0.1


Tree=3171
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 5 0 5 0 5 3 1 5 5 5 0 5 3 3 5 3 6 5 5 5 1 3 3
split_gain=5.82529e+11 5.66399e+12 2.61403e+13 4.28111e+13 2.43485e+13 1.99115e+13 2.77888e+13 1.90339e+13 1.85341e+13 6.5731e+13 2.30761e+13 6.56113e+13 3.68031e+13 2.2679e+13 1.69406e+13 1.47774e+13 1.44674e+13 1.39829e+13 1.47903e+13 1.38889e+13 1.61887e+13 1.52039e+13 1.32396e+13 3.26589e+13 1.7923e+13 1.68316e+13 1.2649e+13 1.27658e+13 4.12908e+13 3.97386e+13
threshold=61.284352600000013 61.396377350000009 55.141517900000004 55.160271200000004 10.500000000000002 83.010000000000005 55.039751500000008 110.05000000000001 55.193434200000006 123.15000000000002 55.183525900000006 92.035000000000011 17.500000000000004 61.365473900000005 74.610000000000014 77.00500000000001 177.02500000000003 55.183525900000006 137.05000000000004 16.500000000000004 22.500000000000004 150.04500000000004 19.500000000000004 1.5000000000000002 63.455000000000005 57.995000000000012 47.815000000000005 61.365473900000005 9.5000000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 26 16 -2 -7 -8 10 14 13 12 -12 22 -10 -14 17 18 -5 21 -21 -15 -6 24 -24 -25 -4 28 29 -28
right_child=1 -3 3 4 8 6 7 -9 9 -11 11 -13 15 19 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-24.128328960427357 -4730.4378113939929 14.113140549283308 4850.8434579783134 4997.2534949782821 -1772.9791710085985 -141600.18720259235 -33130.070688848253 69305.612255859378 -9250.5789461868953 159945.46732954547 13972.669701614672 -37940.013743489588 49335.17453369141 327.79657873109335 -31207.682307905969 114139.99747340426 -59647.728988486844 761.33562659887286 87078.184339488638 45756.726846860329 8650.5484860620327 -87318.791703869065 1245.4263591881281 -21189.350085686252 -31470.413239013673 -57232.350396106864 -2818.5583007812502 11505.326902782406 16575.161627866422 117827.34058128179
leaf_weight=3016415 4036 1251500 1558 10256 2091 22 195 20 1699 22 526 195 140 344 443 47 38 23871 22 173 367 21 1029 412 200 189 40 1605 602 86
leaf_count=3016415 4036 1251500 1558 10256 2091 22 195 20 1699 22 526 195 140 344 443 47 38 23871 22 173 367 21 1029 412 200 189 40 1605 602 86
internal_value=0 55.9102 1096.91 1792.24 864.385 -6384.63 -34554.7 -23601.2 -4139.93 -12025.4 -1163.97 13461.3 27519.1 -3915.67 -13791.7 65623 2020.5 2089.12 5172.95 10353.3 20538.3 -4714.88 -7209.07 -13420.5 -4078.55 -32524 11827.9 16487.2 27470.7 79527.1
internal_weight=0 1.30175e+06 50249 45976 42085 4273 237 215 7898 2164 5734 908 713 4826 2142 187 34187 34149 10278 905 540 365 3921 1830 1229 601 3891 2333 728 126
internal_count=4318164 1301749 50249 45976 42085 4273 237 215 7898 2164 5734 908 713 4826 2142 187 34187 34149 10278 905 540 365 3921 1830 1229 601 3891 2333 728 126
is_linear=0
shrinkage=0.1


Tree=3172
num_leaves=31
num_cat=0
split_feature=3 0 0 5 3 5 5 2 5 0 1 0 0 0 3 5 2 3 5 0 5 0 4 1 5 5 0 2 1 5
split_gain=5.82763e+11 4.82406e+12 4.13618e+13 3.15777e+13 2.27035e+13 2.76232e+13 2.45245e+13 2.24371e+13 1.5902e+13 1.58227e+13 1.37551e+13 5.26381e+13 4.05819e+13 3.41919e+13 3.18636e+13 4.37991e+13 3.50433e+13 2.99395e+13 2.98774e+13 2.79588e+13 2.63131e+13 3.11502e+13 4.0675e+13 3.81587e+13 3.54792e+13 2.82772e+13 2.63115e+13 2.36897e+13 2.31216e+13 2.27237e+13
threshold=9.5000000000000018 47.208883950000008 47.155083450000006 76.00500000000001 6.5000000000000009 88.015000000000015 150.04500000000004 4.5000000000000009 85.020000000000024 47.272352350000006 39.007683500000006 45.055827000000008 44.874285750000006 45.073740550000004 8.5000000000000018 116.06000000000002 1.5000000000000002 5.5000000000000009 76.00500000000001 45.070824200000011 47.815000000000005 45.098908000000009 2.5000000000000004 39.016372550000007 64.805000000000021 142.05000000000004 45.067452850000002 7.5000000000000009 39.016372550000007 72.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 6 -6 7 8 -5 -3 11 12 -1 26 18 16 -16 -15 -13 -18 28 22 -22 24 -23 -24 -12 -14 -19 -21
right_child=-2 9 3 4 5 -7 -8 -9 -10 -11 13 14 27 17 15 -17 19 20 -20 29 21 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=1832.5803654128604 33.158638686236507 -2057.009276989631 5859.6866643804133 81725.142998273994 -42824.026306152344 81133.326734375005 -51208.72705965909 140064.32407552082 26940.248470759736 -63.697219584487904 207.92738433310916 3014.1083805366229 -3204.6669713157798 -630.85231708049093 26841.451898651809 78137.906500108511 -2700.2204872591383 2711.8288847039294 -6243.2106423017358 11766.636347021762 -9349.12643255697 -23990.096751534598 19046.056215961456 -14396.895345820472 -102920.28433430991 -78294.226611328122 9878.9517221664355 7349.177055433237 -5703.2762952451549 -12506.845101731116
leaf_weight=35359 2379540 40876 8268 86 64 25 22 30 138 1545234 149913 41277 43198 33967 892 90 2554 4899 3808 5133 3286 140 800 3127 96 31 2867 2237 9790 417
leaf_count=35359 2379540 40876 8268 86 64 25 22 30 138 1545234 149913 41277 43198 33967 892 90 2554 4899 3808 5133 3286 140 800 3127 96 31 2867 2237 9790 417
internal_value=0 -40.7002 293.909 7130.42 35915.2 -8004.55 50077.7 58850.6 47973.7 -115.067 122.281 909.152 -707.935 -386.057 3320.98 8723.47 8029.01 -2496.57 2232.21 5958.34 -5355.2 -10183.1 -4350.62 -17323.2 -56097.3 15414.8 389.409 -2685.05 -2896.71 9942.85
internal_weight=0 1.93862e+06 352514 8633 365 89 276 254 224 1.58611e+06 343881 134965 80794 208916 54171 9086 8996 56136 45085 8104 22169 7480 4117 3363 236 831 152780 45435 14689 5550
internal_count=4318164 1938624 352514 8633 365 89 276 254 224 1586110 343881 134965 80794 208916 54171 9086 8996 56136 45085 8104 22169 7480 4117 3363 236 831 152780 45435 14689 5550
is_linear=0
shrinkage=0.1


Tree=3173
num_leaves=31
num_cat=0
split_feature=3 1 5 5 1 5 5 1 5 0 0 5 1 0 0 3 1 2 0 5 5 0 5 0 2 5 5 0 4 5
split_gain=5.81539e+11 2.23115e+12 8.28104e+12 8.18317e+12 5.95896e+12 5.81737e+12 6.20102e+12 1.07893e+13 5.35089e+12 9.84629e+12 5.25369e+12 7.69528e+12 5.15639e+12 5.44982e+12 5.09764e+12 4.88637e+12 7.03407e+12 4.05599e+12 3.71124e+12 5.41664e+12 4.84154e+12 3.60161e+12 3.01624e+12 6.92313e+12 1.11567e+13 5.27485e+12 5.27202e+12 3.29522e+12 2.95837e+12 4.51851e+12
threshold=2.5000000000000004 104.38035940000002 177.02500000000003 123.15000000000002 92.896330950000007 86.810000000000016 70.50500000000001 103.85249100000001 92.035000000000011 55.455204450000004 56.054485600000007 43.810000000000009 91.398302750000013 53.145783300000012 55.993277250000013 1.5000000000000002 103.85249100000001 1.5000000000000002 56.028355650000009 69.015000000000015 83.010000000000005 51.717367500000009 68.00500000000001 61.785186750000001 1.5000000000000002 71.715000000000018 74.610000000000014 53.973051950000006 3.5000000000000004 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 22 12 6 10 14 -7 -10 11 21 -1 -14 -8 16 -13 -17 20 -20 -15 -6 -3 25 26 27 -25 -24 29 -27
right_child=-2 2 -4 -5 5 8 7 -9 9 -11 -12 15 13 18 -16 17 -18 -19 19 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=257.51581300755475 -6.0172818502715568 -3671.2652252676958 -59715.432499999995 55051.091312500001 -35242.200173611112 76673.665998535158 -63657.906491815476 8541.7351034268468 47797.990897216805 -33221.724922688802 -2996.9343489487596 13448.787462439905 24400.520715332033 -12408.395654226315 -14951.848914683949 26282.97532376695 -59493.933574218747 10879.552095758349 -4211.2239863201858 50740.834770275302 -62548.753750000003 2310.8875421556377 15898.598753720238 -19001.293222656252 27191.214062500003 8308.510733551675 -89940.548253284811 58493.593757629395 25922.15980541088 -21301.55067671655
leaf_weight=107202 4205107 2672 25 25 27 20 42 110 40 24 425 39 48 519 44 348 20 336 123 21 20 472 42 20 26 188 22 32 54 71
leaf_count=107202 4205107 2672 25 25 27 20 42 110 40 24 425 39 48 519 44 348 20 336 123 21 20 472 42 20 26 188 22 32 54 71
internal_value=0 223.81 -2388.75 -1934.06 299.348 5782.37 4621.69 -12203.7 31524.7 17415.6 6599.96 9883.92 200.44 -8169.81 -38738.5 16334.6 -11277.6 18716.4 -10458.8 3802.62 -14268.9 278.957 -2389.65 5136.65 -24290.4 10307.3 -56160 34318.1 4630.63 191.467
internal_weight=0 113057 3177 3152 109880 1947 1863 196 84 64 1667 1242 107933 731 86 743 59 684 683 144 539 499 3127 455 68 387 42 74 313 259
internal_count=4318164 113057 3177 3152 109880 1947 1863 196 84 64 1667 1242 107933 731 86 743 59 684 683 144 539 499 3127 455 68 387 42 74 313 259
is_linear=0
shrinkage=0.1


Tree=3174
num_leaves=31
num_cat=0
split_feature=0 5 5 3 1 1 1 3 1 3 1 1 0 1 3 2 3 0 5 5 3 3 3 5 2 1 5 5 6 3
split_gain=5.61692e+11 7.73915e+12 3.25067e+13 3.05546e+13 2.96956e+13 2.69287e+13 5.58768e+13 3.41901e+13 1.86673e+13 1.68221e+13 1.37083e+13 2.2918e+13 1.2983e+13 3.15031e+13 2.59428e+13 2.20667e+13 4.34648e+13 3.24986e+13 5.40917e+13 5.34923e+13 7.16119e+13 5.49638e+13 4.81075e+13 3.37805e+13 3.77902e+13 3.12094e+13 4.74957e+13 4.39612e+13 2.66502e+13 2.66254e+13
threshold=44.580511600000001 93.00500000000001 95.020000000000024 4.5000000000000009 41.950906500000009 39.262370300000008 39.739656000000004 18.500000000000004 39.726951800000002 16.500000000000004 39.899261850000009 40.810045900000013 43.514103700000014 43.574807850000006 5.5000000000000009 7.5000000000000009 6.5000000000000009 44.039893800000009 114.05000000000001 99.555000000000021 17.500000000000004 19.500000000000004 11.500000000000002 100.05000000000001 4.5000000000000009 39.714575750000009 177.02500000000003 105.35000000000001 1.5000000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -5 7 -7 -3 10 -8 -12 -4 15 -15 16 -14 19 -19 22 23 -22 -18 24 -21 29 27 -27 -29 -25
right_child=-2 2 12 5 -6 6 9 -9 -10 -11 11 -13 13 14 -16 -17 17 18 -20 20 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-417.6437636743338 6.7818368422106658 68500.345781249998 -1787.760572714008 -52283.343561540569 30187.853996829712 118012.45874999999 -70892.392460937495 -20331.386752717393 203492.37291666667 -82946.359218750003 75853.807576650943 6588.6386735648166 1171.8443938615312 -23037.700256347656 -142316.81407523778 -6099.6144377596593 -112049.79889171512 32923.976504926541 -27797.963156841179 47085.542614462211 -172532.86164772729 7222.6156041666663 43481.039590371627 34862.70092290522 176164.48157552083 4587.8803385416668 -67283.292067307688 18144.695675872092 103605.38004408714 -66733.608816681968
leaf_weight=134407 4170694 20 7453 57 69 80 20 23 21 20 53 484 2159 88 23 1117 43 335 261 43 22 75 37 91 48 75 26 43 241 36
leaf_count=134407 4170694 20 7453 57 69 80 20 23 21 20 53 484 2159 88 23 1117 43 335 261 43 22 75 37 91 48 75 26 43 241 36
internal_value=0 -191.802 2131.92 21076.6 70239.2 13738.9 19273.2 87120.1 137643 7161.83 10397.3 13424.9 818.383 4896.4 -47753.2 6152.65 10024.2 23913.8 6332.66 37347.6 46200.7 -33546.7 -40116.8 59029 115171 49050.7 63230.8 72683 90665.9 6063.75
internal_weight=0 147470 13063 847 110 737 680 103 41 577 557 537 12216 4763 111 4652 3535 1376 596 780 700 97 80 603 91 512 385 359 284 127
internal_count=4318164 147470 13063 847 110 737 680 103 41 577 557 537 12216 4763 111 4652 3535 1376 596 780 700 97 80 603 91 512 385 359 284 127
is_linear=0
shrinkage=0.1


Tree=3175
num_leaves=31
num_cat=0
split_feature=5 4 4 1 1 1 0 2 0 2 2 1 3 2 0 1 3 0 6 0 1 0 0 0 4 0 0 0 0 0
split_gain=6.11373e+11 2.63103e+12 2.60337e+12 1.39138e+13 3.75534e+13 2.86661e+13 8.77507e+12 1.18889e+13 7.61508e+12 7.61215e+12 7.92104e+12 3.51252e+12 2.64357e+12 1.12708e+13 9.48e+12 6.44728e+12 5.86867e+12 1.17293e+13 8.72255e+12 1.2331e+13 1.33239e+13 7.00665e+12 6.10841e+12 5.97829e+12 7.989e+12 3.69432e+12 5.93976e+12 4.40123e+12 7.12638e+12 3.49095e+12
threshold=225.45000000000002 8.5000000000000018 5.5000000000000009 45.148007750000012 39.188277450000008 37.777459000000007 55.755036050000008 3.5000000000000004 45.067452850000002 23.500000000000004 21.500000000000004 39.071052600000009 14.500000000000002 11.500000000000002 54.648549400000007 82.966612450000014 15.500000000000002 59.863160500000006 1.5000000000000002 55.034903650000011 39.080602550000002 55.975961550000008 56.281985950000006 55.74310830000001 1.5000000000000002 44.893607100000004 45.029420750000007 45.053747000000008 45.063245200000004 54.99493995000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -4 7 -5 -6 10 12 -11 13 -2 -15 16 -14 18 19 20 -18 -21 23 25 -25 -20 -27 -28 -29 -30
right_child=1 -3 3 6 8 -7 -8 -9 -10 11 -12 -13 15 14 -16 -17 17 -19 22 21 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-1.1827010462365963 1413.0768190277195 -34987.747148437506 48905.033012952306 14551.572968749999 146365.90040760869 -78493.604054214011 36292.550585937504 -67872.150046502982 64991.422384510865 17932.489498697916 -53668.886487268523 72035.2080078125 -53099.273234374996 8285.0305220170467 103411.72873046876 43398.013874162949 -15276.446484375001 58587.014944773706 39063.287187500006 46816.465351562503 -120739.81965625001 -34113.721875000003 -42905.40707465278 79412.439378720243 1801.544840494792 -37712.937406250006 31558.849952491553 -55182.335561899039 17714.345888671876 -4842.1271014328322
leaf_weight=4313902 2949 20 38 30 23 33 24 42 23 30 27 20 25 22 20 28 23 29 20 20 25 23 36 21 36 50 37 26 80 482
leaf_count=4313902 2949 20 38 30 23 33 24 42 23 30 27 20 25 22 20 28 23 29 20 20 25 23 36 21 36 50 37 26 80 482
internal_value=0 1197.1 1367.71 12142.1 35293.3 -10308.4 -16073.6 -33528.9 105679 798.102 310.851 39573.6 679.639 2145.66 53583.5 -3883.18 -5302.12 -3986.12 -6050.53 -35364.2 -70205.3 3528.23 -2665.33 -738.943 30395 -3292.38 -4547.36 -1894.11 -3999.15 -1631.24
internal_weight=0 4262 4242 213 117 71 96 72 46 4029 3979 50 3952 2991 42 961 933 908 879 91 48 43 788 752 57 695 675 625 588 562
internal_count=4318164 4262 4242 213 117 71 96 72 46 4029 3979 50 3952 2991 42 961 933 908 879 91 48 43 788 752 57 695 675 625 588 562
is_linear=0
shrinkage=0.1


Tree=3176
num_leaves=31
num_cat=0
split_feature=5 5 1 3 4 2 0 0 0 3 0 0 0 3 1 2 6 0 0 0 1 2 3 0 3 2 0 0 1 0
split_gain=5.58328e+11 1.29935e+13 4.05463e+13 3.33326e+13 2.35908e+13 2.97144e+13 2.40403e+13 2.44248e+13 2.3311e+13 2.1416e+13 2.11206e+13 6.77033e+13 3.83775e+13 2.10952e+13 2.15679e+13 1.99331e+13 2.97878e+13 1.8388e+13 2.11963e+13 4.96501e+13 4.14763e+13 4.65667e+13 4.67635e+13 8.26541e+13 3.95799e+13 2.10286e+13 2.31723e+13 4.42145e+13 4.24657e+13 1.94133e+13
threshold=59.810000000000009 60.005000000000003 37.889331900000009 16.500000000000004 1.5000000000000002 16.500000000000004 55.645049100000001 55.899899800000007 43.514103700000014 17.500000000000004 55.645049100000001 55.719391050000006 55.601678500000013 7.5000000000000009 37.642309100000013 8.5000000000000018 1.5000000000000002 59.932719750000011 55.860536450000005 55.851332700000007 37.436176200000013 3.5000000000000004 5.5000000000000009 55.784980300000008 8.5000000000000018 5.5000000000000009 55.806974650000008 55.784980300000008 37.66934650000001 55.806974650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 -5 -8 9 -4 12 -12 -2 -14 15 -15 -17 18 19 20 -13 22 23 -22 -24 26 27 -23 -29 -25
right_child=1 -3 8 4 -6 -7 7 -9 -10 -11 11 17 13 14 -16 16 -18 -19 -20 -21 21 25 24 29 -26 -27 -28 28 -30 -31
leaf_value=23.544543489868346 2876.5595049981321 22.633960812947716 7744.1350472508702 -42057.101309742648 9316.2689208465617 147076.01542593152 91701.212179815571 -24049.527351262019 -2914.5434494857304 111837.36640625 -29274.948454265264 35269.448678998415 -42965.322580645166 44610.929306868318 84981.621819196444 40424.568010979732 -94935.807704741383 -8368.8335360583951 8101.4008316255486 -83811.551258544932 -196484.11355863532 13310.936192434212 72098.552972560981 59054.069903273812 -38772.110440327961 -9469.2516439312294 -37966.188026258686 42772.87994791667 237492.78348214287 -61929.293326822917
leaf_weight=3022366 3978 1222479 1681 34 4118 26 61 26 56128 20 865 231 31 193 91 37 29 1642 3258 80 47 95 41 21 150 319 36 24 21 36
leaf_count=3022366 3978 1222479 1681 34 4118 26 61 26 56128 20 865 231 31 193 91 37 29 1642 3258 80 47 95 41 21 150 319 36 24 21 36
internal_value=0 -54.9161 -1347.94 3195.81 10721.4 50085.2 29244.2 57109 -2565.03 8968.04 336.408 -3119.82 5780.42 36099.4 43102.3 28388 -19052 650.254 4047.67 -7947.84 -2003.57 -12902.4 -44352 -98308.4 -14972.6 5840.33 33588.9 51988.8 133642 -17356.5
internal_weight=0 1.2958e+06 73319 15490 4265 147 121 87 57829 1701 11225 6866 4359 381 350 259 66 6001 4359 1101 1021 790 295 104 191 495 176 140 45 57
internal_count=4318164 1295798 73319 15490 4265 147 121 87 57829 1701 11225 6866 4359 381 350 259 66 6001 4359 1101 1021 790 295 104 191 495 176 140 45 57
is_linear=0
shrinkage=0.1


Tree=3177
num_leaves=31
num_cat=0
split_feature=5 6 1 1 0 0 0 0 3 2 1 0 0 1 3 1 5 3 5 3 5 5 0 0 5 5 4 3 5 0
split_gain=5.92591e+11 7.74924e+12 2.95762e+13 3.99577e+13 1.53628e+14 9.32172e+13 7.37582e+13 1.20628e+14 6.02575e+13 5.20611e+13 4.41251e+13 5.39239e+13 4.49567e+13 3.70723e+13 3.91776e+13 3.7057e+13 3.6756e+13 3.62589e+13 3.57107e+13 3.56548e+13 5.31226e+13 3.87619e+13 3.71229e+13 8.10187e+13 3.41998e+13 4.8881e+13 3.31167e+13 4.68575e+13 3.75029e+13 3.28056e+13
threshold=64.020000000000024 1.5000000000000002 37.914142000000005 37.692869000000009 55.993277250000013 56.009576300000013 55.619594000000006 55.591389050000011 16.500000000000004 5.5000000000000009 37.855187800000003 55.535913550000011 55.551692500000009 39.488326500000007 18.500000000000004 37.726745000000001 81.910000000000011 17.500000000000004 70.00500000000001 19.500000000000004 70.50500000000001 73.995000000000019 56.338501050000012 55.628356700000005 93.00500000000001 91.050000000000011 2.5000000000000004 25.500000000000004 79.730000000000018 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 29 6 18 7 10 -9 -8 11 17 -13 -4 16 -10 -15 -5 -6 -16 -21 22 23 -22 25 -17 27 28 -11 -2
right_child=1 -3 13 4 5 -7 9 8 15 26 -12 12 -14 14 19 24 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=19.640421777596391 -2984.5145165139838 -260.77976121369511 4770.3636376314871 -6977.4210519385961 239705.85833333337 27820.322551509878 596.30567004003399 75991.536306025358 -21229.168256319488 -26320.401936407539 42290.519698642165 -108114.79927536234 -23002.492495979794 3540.574204525803 -8634.2584019434089 38805.263593961536 4.4471330185165696 27346.165024507965 106802.35303679435 -7353.0137805564173 10994.12922514934 65.619767436749243 -5466.2079890984842 64683.6075865569 -39151.850703124997 193670.68480113638 -9762.5739593939743 606.69966469900953 -92434.859825974374 1132.3351417398196
leaf_weight=3370694 27990 655413 24243 1183 30 193 3355 298 156 2384 188 69 617 50042 7012 277 71244 416 62 8871 2121 19981 919 324 50 22 6471 700 89 62750
leaf_count=3370694 27990 655413 24243 1183 30 193 3355 298 156 2384 188 69 617 50042 7012 277 71244 416 62 8871 2121 19981 919 324 50 22 6471 700 89 62750
internal_value=0 -69.8723 358.548 -961.951 -5479.15 67306.1 -6753.74 6656.23 40331.2 -10133.3 -4278.26 -8109.73 -31563.4 1125.45 574.94 19288.1 1463.44 1952.29 150140 -2172.13 -765.609 1737.58 11668.4 18108.8 37398.9 50200 -13866 -22234.4 -28699.8 -137.564
internal_weight=0 947470 292057 107300 16560 285 16275 3276 803 12999 2473 2285 686 184757 160514 505 121286 1599 92 39228 32216 23345 3364 2445 349 299 9644 3173 2473 90740
internal_count=4318164 947470 292057 107300 16560 285 16275 3276 803 12999 2473 2285 686 184757 160514 505 121286 1599 92 39228 32216 23345 3364 2445 349 299 9644 3173 2473 90740
is_linear=0
shrinkage=0.1


Tree=3178
num_leaves=31
num_cat=0
split_feature=5 4 0 3 5 5 1 1 0 0 0 2 3 1 3 5 5 0 5 2 3 1 5 5 1 6 2 0 1 1
split_gain=6.04252e+11 6.71992e+12 1.91423e+13 2.96308e+13 3.54732e+13 2.21549e+13 6.70518e+13 8.08742e+13 2.4567e+13 3.78721e+13 2.45154e+13 2.01394e+13 1.92736e+13 3.9874e+13 6.43879e+13 2.7114e+13 3.43363e+13 2.6222e+13 3.56749e+13 4.75279e+13 2.31188e+13 4.31246e+13 3.77358e+13 2.79787e+13 8.13171e+13 7.60666e+13 8.68458e+13 4.11338e+13 2.50522e+13 2.35952e+13
threshold=81.910000000000011 2.5000000000000004 53.204054050000003 25.500000000000004 92.035000000000011 82.00500000000001 30.305955500000003 30.243224600000001 54.986619450000006 54.978840000000005 59.939091550000008 21.500000000000004 11.500000000000002 38.911476500000006 10.500000000000002 87.395000000000024 88.015000000000015 44.580511600000001 98.020000000000024 3.5000000000000004 23.500000000000004 39.925119750000007 83.010000000000005 84.030000000000015 39.143775600000005 1.5000000000000002 10.500000000000002 44.580511600000001 49.964253350000007 38.950530550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -5 6 7 10 9 11 -4 -7 13 14 15 -2 -17 18 -18 -20 23 22 29 24 25 26 -14 -27 -26 -22
right_child=1 -3 5 4 -6 8 -8 -9 -10 -11 -12 -13 20 -15 -16 16 17 -19 19 -21 21 -23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=-11.657904946149243 -27399.185806925918 265.00721046242018 -72050.264183238643 130740.51506410258 -5945.467863175676 -8228.5067324759511 -8576.5652345957424 -230861.24526041668 -871.80708450931661 -97535.321125637754 54958.938988095244 -102153.21722146741 282216.22662037041 1465.784738977625 -88371.692286811449 92909.596308593755 -15328.856786151962 -12480.501715540004 213532.00426136365 17119.549553571429 -129647.18214285714 86474.472042410722 -6876.404891922225 3829.2699750423853 -16137.672004325203 134709.59793074324 40385.639281486743 26452.990610773355 59541.687858072917 -35804.484001530829
leaf_weight=3935898 534 341443 55 39 37 3070 1106 30 22605 49 21 23 27 5962 118 40 51 486 22 28 42 42 536 4532 493 37 33 683 48 74
leaf_count=3935898 534 341443 55 39 37 3070 1106 30 22605 49 21 23 27 5962 118 40 51 486 22 28 42 42 536 4532 493 37 33 683 48 74
internal_value=0 120.032 -1092.53 1927.08 64196 -2645.41 -15858.2 -91834.6 -2023.44 -10308.8 -36955.6 -8926.94 1583.85 -1971.26 -17992.9 -10839.8 3263.38 -2845.39 43517.6 103541 5515.82 -11741.4 -18068.2 7562.04 20368.2 41031 149209 32016.2 -9423.05 -69782
internal_weight=0 382266 40823 13864 76 26959 1212 106 25747 3142 76 3093 13788 7241 1279 1161 627 587 101 50 6547 694 652 5853 1321 780 60 720 541 116
internal_count=4318164 382266 40823 13864 76 26959 1212 106 25747 3142 76 3093 13788 7241 1279 1161 627 587 101 50 6547 694 652 5853 1321 780 60 720 541 116
is_linear=0
shrinkage=0.1


Tree=3179
num_leaves=31
num_cat=0
split_feature=5 5 1 1 2 5 3 1 1 0 0 1 0 0 0 1 0 1 0 0 2 2 0 0 6 0 1 0 0 1
split_gain=6.26275e+11 9.65111e+12 2.34783e+13 2.14824e+13 2.91326e+13 1.8161e+13 1.81045e+13 2.59986e+13 5.91858e+13 2.77787e+13 4.10982e+13 2.24215e+13 2.04052e+13 1.90065e+13 1.99976e+13 2.32394e+13 2.46374e+13 2.0109e+13 3.40762e+13 3.14197e+13 1.99989e+13 1.93113e+13 1.87734e+13 1.63899e+13 1.59312e+13 2.72034e+13 2.51493e+13 2.68729e+13 2.18901e+13 4.38228e+13
threshold=68.00500000000001 66.50500000000001 83.093115700000013 83.011163250000024 5.5000000000000009 67.00500000000001 23.500000000000004 37.487839250000007 37.516458750000005 55.91302515000001 51.369916400000001 38.950530550000003 55.924336300000007 51.717367500000009 55.695992150000002 82.907204800000002 55.050600750000008 37.855187800000003 55.806974650000008 55.762622900000004 11.500000000000002 2.5000000000000004 47.208883950000008 55.751981950000008 1.5000000000000002 60.029906750000002 30.502469200000004 57.157092150000004 60.029906750000002 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 24 -8 12 10 11 -10 -9 -12 15 -15 -17 18 19 20 -16 -20 -13 -22 28 26 -26 -28 -3 -30
right_child=-2 2 5 4 -6 -7 7 8 9 -11 13 22 -14 14 17 16 -18 -19 21 -21 23 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-6.0556901626624722 -82.384022992581549 4378.1512689785786 1544.5394557357524 42529.17965438473 -9836.2067751929881 -10322.529171059396 10100.591095257598 -20983.276845345848 70497.502207728787 10725.247671272016 -47565.186305075258 -2291.8733713378911 -85383.619996506604 3752.4820229736069 -46142.193819444452 -9725.1279993338176 -59339.798113425932 -40786.723694244756 64723.986931818181 114804.60413602943 95974.208768857759 -31675.418829817711 33225.592108186589 -9453.5038606770831 10056.22486570301 -10968.712632855464 1616.6142471034566 -8682.5735454370988 86056.700631313142 2273.5871927295211
leaf_weight=3485947 760277 14354 2249 289 168 3023 1085 82 56 928 170 700 123 941 45 387 135 415 22 34 29 375 189 30 3262 1790 38077 2714 99 169
leaf_count=3485947 760277 14354 2249 289 168 3023 1085 82 56 928 170 700 123 941 45 387 135 415 22 34 29 375 189 30 3262 1790 38077 2714 99 169
internal_value=0 17.6045 1164.09 1672.1 23278.9 -5260.12 1522.97 -3841.14 -7086.53 -4669.55 -8718.98 9125.06 -59623.5 -15247.3 -12970.4 -5634.59 -22556.5 -24267.6 -11453.7 31352.2 4069.69 -26333.4 5259.08 42366.9 2032.72 1116 1607.04 931.365 4906.84 33223.3
internal_weight=0 3.55789e+06 71940 66668 457 5272 66211 5746 4661 4456 3528 945 205 2583 2413 1463 522 950 535 138 104 397 889 59 60465 45843 44053 40791 14622 268
internal_count=4318164 3557887 71940 66668 457 5272 66211 5746 4661 4456 3528 945 205 2583 2413 1463 522 950 535 138 104 397 889 59 60465 45843 44053 40791 14622 268
is_linear=0
shrinkage=0.1


Tree=3180
num_leaves=31
num_cat=0
split_feature=0 5 5 2 2 1 4 6 3 3 1 1 2 5 3 5 4 3 3 1 5 1 2 1 3 1 2 3 1 0
split_gain=6.19267e+11 7.57041e+12 3.37596e+13 5.2163e+13 3.87867e+13 2.25476e+13 1.56526e+13 1.87512e+13 1.34858e+13 3.73042e+13 3.51811e+13 2.12809e+13 3.24746e+13 3.09862e+13 2.38182e+13 2.23898e+13 2.00554e+13 2.44617e+13 1.49551e+13 2.96127e+13 2.84608e+13 2.00986e+13 3.09054e+13 5.03778e+13 2.98516e+13 1.59858e+13 1.33828e+13 1.33607e+13 5.40217e+13 3.99761e+13
threshold=44.580511600000001 161.85000000000002 177.02500000000003 7.5000000000000009 6.5000000000000009 39.718803500000007 4.5000000000000009 1.5000000000000002 6.5000000000000009 7.5000000000000009 44.083877800000003 39.925119750000007 14.500000000000002 225.45000000000002 9.5000000000000018 225.45000000000002 1.5000000000000002 9.5000000000000018 4.5000000000000009 41.950906500000009 225.45000000000002 39.899261850000009 3.5000000000000004 42.09605220000001 3.5000000000000004 46.037218400000008 4.5000000000000009 5.5000000000000009 42.09605220000001 43.465905150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 18 10 -10 12 15 14 -13 -11 -15 -18 21 -20 25 24 23 -23 -4 26 -21 28 -7 -29
right_child=-2 2 8 6 -6 27 -8 -9 9 11 -12 13 -14 16 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-267.98422616253254 7.1209341927450369 143765.2800271739 111708.87035875824 -79327.872247023814 198575.03219726565 -66349.012946428571 -102906.78178943454 37363.771425781248 192888.74702380953 -119078.78082386365 17317.202625000002 109838.86494565218 45171.562811279298 77548.328437500008 19936.056154725611 2672.1761548913046 -80112.001292613641 9290.1677281476459 -91188.40726697199 28178.650874999999 16858.227950764391 -173278.8154761905 78908.555566406256 -8234.5810641381049 -10615.412611607144 -120159.25682870371 -68818.867069128784 -49613.859840425539 124221.48863166361 95293.226342773443
leaf_weight=146207 4170694 23 38 21 20 21 21 40 21 44 25 46 32 20 82 23 55 69 58 25 139 21 32 155 42 27 33 47 51 32
leaf_count=146207 4170694 23 38 21 20 21 21 40 21 44 25 46 32 20 82 23 55 69 58 25 139 21 32 155 42 27 33 47 51 32
internal_value=0 -201.392 7507.47 38424.7 66688.7 51529.3 -28443.6 -2808.76 -1138.09 12528.2 97469.4 1996.38 -37702.2 16445.5 52244.9 -77283.7 -15376.2 -30364 -11136 -27505.3 -11015.9 4892.18 -11491.1 -27927.4 47488.6 -56598.3 -27009.6 37480.1 68638.4 9082.68
internal_weight=0 147470 1263 276 194 174 82 61 987 417 46 371 99 272 128 67 144 124 570 282 224 288 208 176 80 85 58 151 72 79
internal_count=4318164 147470 1263 276 194 174 82 61 987 417 46 371 99 272 128 67 144 124 570 282 224 288 208 176 80 85 58 151 72 79
is_linear=0
shrinkage=0.1


Tree=3181
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 3 4 0 1 0 0 3 5 6 3 3 1 0 2 0 0 1 2 2 0 3 1 0 1 1
split_gain=5.87619e+11 7.48658e+12 2.22337e+13 1.63649e+13 2.19515e+13 3.03839e+13 1.57239e+13 1.44712e+13 1.34211e+13 2.02746e+13 2.86235e+13 2.42088e+13 4.70321e+13 3.55766e+13 2.89798e+13 3.65181e+13 2.65188e+13 3.37893e+13 4.33245e+13 2.80764e+13 2.27941e+13 2.15665e+13 2.51509e+13 2.08611e+13 2.01438e+13 1.8229e+13 1.7179e+13 2.45017e+13 5.93525e+13 1.85072e+13
threshold=64.020000000000024 65.045000000000016 7.5000000000000009 20.507360500000004 9.5000000000000018 8.5000000000000018 1.5000000000000002 54.708501450000007 37.475443250000005 59.904813200000007 59.846652800000008 11.500000000000002 64.405000000000015 1.5000000000000002 21.500000000000004 19.500000000000004 30.388336800000001 59.939091550000008 6.5000000000000009 59.990816400000007 60.042666650000008 30.207352000000004 11.500000000000002 3.5000000000000004 55.993277250000013 15.500000000000002 30.332994000000003 59.834458500000004 30.362552800000003 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 -6 9 10 24 16 13 14 15 25 17 18 -11 -19 -21 22 -14 -15 -5 -13 29 -28 -29 -26
right_child=1 -3 3 8 7 -7 -8 -9 -10 11 -12 12 21 23 -16 -17 -18 19 -20 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=19.557851746679834 -27472.530112670032 5.0407260203236257 -11497.849431232831 -8033.4810335234361 12454.561114386794 59536.332174305433 -4105.3348197325768 -68407.210300164472 463.44678753040967 -34370.00954442771 -25025.272909728039 92464.790305397735 16061.647254302537 -53955.036067362038 16112.050099609376 156890.51820890466 10078.149100888382 16123.65873325893 -168393.63818933826 -65124.019026416849 11437.905017510777 -3941.804615584449 136810.38043478262 21664.796082965877 -4635.6204877147356 17563.148665618897 10588.674634469933 187313.20851353239 4802.7996143574619 -101768.82947443183
leaf_weight=3370694 294 885100 91 3202 53 178 14042 38 40245 83 821 66 69 47 100 49 335 182 34 118 58 1233 23 163 181 64 502 28 49 22
leaf_count=3370694 294 885100 91 3202 53 178 14042 38 40245 83 821 66 69 47 100 49 335 182 34 118 58 1233 23 163 181 64 502 28 49 22
internal_value=0 -69.5785 -1128.51 -97.0367 21143.8 35506.2 -4584.54 -21311.9 -257.433 -4162.64 -8023.16 2906.64 9325.07 35830.3 59231.4 83320.4 -11467.5 -26662.8 -73317 -11415.4 -39893.4 -456.87 46248.8 4740.36 -4519.46 55590.1 9869.13 18645.3 71170.2 -15162.4
internal_weight=0 947470 62370 48034 360 269 14336 91 47674 7429 4805 2624 1814 489 279 179 810 475 117 358 176 1325 92 210 3984 130 782 579 77 203
internal_count=4318164 947470 62370 48034 360 269 14336 91 47674 7429 4805 2624 1814 489 279 179 810 475 117 358 176 1325 92 210 3984 130 782 579 77 203
is_linear=0
shrinkage=0.1


Tree=3182
num_leaves=31
num_cat=0
split_feature=3 5 0 0 3 5 3 1 4 0 3 3 2 4 4 1 1 2 1 0 0 0 3 3 3 2 1 2 1 2
split_gain=5.68613e+11 5.02927e+12 9.25335e+12 1.66079e+13 3.74667e+13 2.68188e+13 2.95956e+13 1.57943e+13 1.91242e+13 1.07226e+13 1.06403e+13 1.98368e+13 1.53449e+13 2.57105e+13 9.61734e+12 2.40726e+13 3.36433e+13 2.28399e+13 1.83702e+13 3.19927e+13 5.07359e+13 2.76059e+13 2.7358e+13 1.86962e+13 1.54884e+13 2.27648e+13 1.50926e+13 2.39594e+13 2.33683e+13 1.80653e+13
threshold=10.500000000000002 177.02500000000003 45.040161900000008 45.013473000000012 17.500000000000004 225.45000000000002 15.500000000000002 39.016372550000007 4.5000000000000009 45.047272400000004 11.500000000000002 12.500000000000002 14.500000000000002 4.5000000000000009 4.5000000000000009 37.328003200000005 37.889331900000009 15.500000000000002 82.945329900000004 53.37994195000001 51.67657710000001 47.208883950000008 11.500000000000002 15.500000000000002 11.500000000000002 8.5000000000000018 82.902675200000019 12.500000000000002 82.966612450000014 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 6 -5 8 -6 -4 -3 -12 13 -13 24 17 -17 -16 19 20 21 -18 -21 -20 25 -11 27 29 -28 -26
right_child=1 2 9 4 7 -7 -8 -9 -10 14 11 12 -14 -15 15 16 18 -19 23 22 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=28.25203333869905 -53.534573545679592 -52769.381235638786 -52630.073936631954 46718.359639616938 11856.482496995193 14035.931410256409 180014.93454861111 51433.221254006414 -86398.499645996097 -16871.5126953125 77594.664613970599 -5116.593161386987 23466.708078167005 -128439.70933948865 132449.21479166669 -106256.58554687501 -4794.8397859272209 -3526.8179129464284 -96519.328869047633 -30986.261868106623 -155288.99640625002 100172.46291666667 66778.54663544544 -15.659553179824563 32006.649620381344 110645.41003069196 -82767.063467261905 15509.664188014871 -2199.0966767810642 -26739.394700626694
leaf_weight=2688514 1627121 34 36 31 52 39 36 39 32 28 34 73 93 22 30 26 152 21 21 34 20 30 181 456 61 28 63 404 84 369
leaf_count=2688514 1627121 34 36 31 52 39 36 39 32 28 34 73 93 22 30 26 152 21 21 34 20 30 181 456 61 28 63 404 84 369
internal_value=0 -46.6088 4409.35 16827.1 36392.5 79964.2 118340 -1157.07 -25574 1462.85 -674.693 7303.77 -5408.41 -33675.6 2432.64 9584.61 5877.44 76459.1 9138.61 24469.9 -4106.05 12507.5 51318.1 -4264.25 -4264.13 46886.9 -7184.07 -1976.65 -36728.2 -18405.7
internal_weight=0 1.62965e+06 2529 485 229 106 67 123 84 2044 256 222 188 95 2008 971 920 51 894 417 202 182 215 477 1037 56 981 834 147 430
internal_count=4318164 1629650 2529 485 229 106 67 123 84 2044 256 222 188 95 2008 971 920 51 894 417 202 182 215 477 1037 56 981 834 147 430
is_linear=0
shrinkage=0.1


Tree=3183
num_leaves=31
num_cat=0
split_feature=5 3 4 4 1 1 1 3 1 0 2 2 2 2 1 1 2 1 4 3 2 1 2 3 0 6 0 1 2 1
split_gain=5.92816e+11 2.42135e+12 2.26359e+12 2.20557e+12 1.09775e+13 1.80047e+13 3.14872e+13 2.22569e+13 9.93096e+12 6.63002e+12 9.25574e+12 5.0214e+12 4.33241e+12 3.54258e+12 2.53971e+12 1.95264e+13 1.24788e+13 1.11911e+13 7.96606e+12 7.12942e+12 8.32199e+12 1.18787e+13 2.85144e+13 1.10784e+13 8.44203e+12 8.38096e+12 2.25012e+13 1.5655e+13 9.94169e+12 7.5125e+12
threshold=225.45000000000002 27.500000000000004 8.5000000000000018 5.5000000000000009 34.359746700000009 38.969379750000009 45.148007750000012 5.5000000000000009 37.832345550000007 55.755036050000008 3.5000000000000004 23.500000000000004 24.500000000000004 21.500000000000004 39.032393150000004 39.704585000000002 15.500000000000002 39.011252750000004 2.5000000000000004 20.500000000000004 8.5000000000000018 44.660994650000006 13.500000000000002 16.500000000000004 44.226894250000008 1.5000000000000002 53.242949050000007 65.551978750000004 9.5000000000000018 39.863684800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 8 7 -7 -6 10 -8 13 -13 14 17 16 18 -2 -16 20 29 22 24 25 -22 -23 -27 28 -28 -17
right_child=1 -3 -4 4 5 6 9 -9 -10 -11 -12 12 -14 -15 15 19 -18 -19 -20 -21 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.1646138470712468 2908.5988510846346 -27130.866076354981 -32183.125068359375 81976.124785156251 -17.050556640625 28021.057831401209 13837.632447916669 159536.93089488638 -95428.674943033853 32104.984505208333 -58887.854166666664 64573.132744565228 2501.135387073864 -39383.622159090912 -5674.6762139214406 -29420.63652489072 -104060.04802989132 53931.667336154525 -60218.030009765622 -55476.180699573866 60809.703125 39243.975352822585 -39488.909375000003 53038.135241699223 152690.22099609376 -112691.6553013393 11473.04299107143 69467.097305084229 -68471.228431919648 996.2168115030172
leaf_weight=4313902 961 30 20 20 20 31 30 22 24 24 42 23 22 22 81 84 23 45 40 22 20 31 20 40 20 21 35 25 28 2436
leaf_count=4313902 961 30 20 20 20 31 30 22 24 24 42 23 22 22 81 84 23 45 40 22 20 31 20 40 20 21 35 25 28 2436
internal_value=0 1178.8 1379.48 1538.85 11454.1 4146.09 20743.8 82612.6 -52059.8 -13412.9 -28585.6 1010.73 34226.8 632.7 856.596 -633.613 -36539.9 5190.94 -23705.5 1224.95 1676.91 19470.1 58003.7 6625.57 106750 -6635.16 -19683.4 2511.81 -24057.7 -17.6783
internal_weight=0 4262 4232 4212 213 193 149 53 44 96 72 3999 45 3954 3932 2926 144 1006 121 2782 2760 240 60 180 40 140 109 88 63 2520
internal_count=4318164 4262 4232 4212 213 193 149 53 44 96 72 3999 45 3954 3932 2926 144 1006 121 2782 2760 240 60 180 40 140 109 88 63 2520
is_linear=0
shrinkage=0.1


Tree=3184
num_leaves=31
num_cat=0
split_feature=5 1 1 1 0 5 2 3 5 0 5 0 3 5 3 4 5 1 4 5 5 4 5 2 0 2 5 2 5 6
split_gain=5.7871e+11 3.39509e+12 2.3055e+13 1.86505e+13 2.09428e+13 1.43619e+13 1.37294e+13 2.42903e+13 1.3299e+13 1.53358e+13 1.29916e+13 1.14981e+13 8.27649e+12 1.55322e+13 2.29607e+13 1.87368e+13 1.57242e+13 1.67565e+13 1.42036e+13 1.25978e+13 1.12374e+13 1.06623e+13 1.92649e+13 3.56191e+13 3.03275e+13 1.03977e+13 1.01446e+13 1.00485e+13 9.77163e+12 1.27827e+13
threshold=100.05000000000001 82.966612450000014 82.962740850000003 82.973038550000012 55.025681450000008 177.02500000000003 15.500000000000002 16.500000000000004 114.05000000000001 55.046835900000012 120.05000000000001 55.07108800000001 11.500000000000002 110.05000000000001 14.500000000000002 3.5000000000000004 103.45000000000002 83.691301500000009 2.5000000000000004 104.75000000000001 109.05000000000001 3.5000000000000004 120.05000000000001 16.500000000000004 53.340367100000002 16.500000000000004 114.05000000000001 4.5000000000000009 116.06000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 10 11 -10 -4 -6 28 14 15 16 17 -14 -16 -17 -18 22 -15 24 -24 -20 -23 -26 -5 -30
right_child=1 3 6 12 8 -7 -8 -9 9 -11 -12 -13 13 21 18 19 20 -19 25 -21 -22 26 23 -25 27 -27 -28 -29 29 -31
leaf_value=6.1578044285820646 -144.14024861317225 106061.03000000001 27635.654916541163 -7502.6179591509062 -32918.656444484906 -8678.2485677083332 -53831.445468750004 107663.16508657095 -33164.291339285715 37398.857656250002 -54268.027380952379 -90291.364854021769 107828.06671875001 -110.92266287397045 78897.557649739596 37597.527250744046 -1777.0515101613562 21737.852434363733 -2743.0099988213901 142659.87562500002 71821.396679687503 -40011.88803597384 -125116.39354492188 89929.585602678577 -90434.084510869579 45518.462870534262 10374.126929553548 -19601.765388734882 -27144.593744472288 1889.6269196244077
leaf_weight=4199349 109529 20 249 2692 236 24 20 37 70 55 21 41 40 516 24 21 153 52 638 25 24 43 40 21 23 48 565 155 159 3274
leaf_count=4199349 109529 20 249 2692 236 24 20 37 70 55 21 41 40 516 24 21 153 52 638 25 24 43 40 21 23 48 565 155 159 3274
internal_value=0 -217.639 -64.9849 -2089.49 -22023.2 43476 26448.2 31678.1 -29192.3 -2116.51 21265.4 -41410.6 -1045.16 3948.49 13248.5 35718.6 25633.1 59168.4 3279.42 94696.6 8202.4 -3045.31 -10982.3 -34453.5 -46435.4 633.886 6810.64 -28754.3 -2992.07 544.902
internal_weight=0 118815 109856 8959 446 44 327 307 402 125 270 277 8513 2388 1025 315 269 92 710 46 177 1363 755 239 218 686 608 178 6125 3433
internal_count=4318164 118815 109856 8959 446 44 327 307 402 125 270 277 8513 2388 1025 315 269 92 710 46 177 1363 755 239 218 686 608 178 6125 3433
is_linear=0
shrinkage=0.1


Tree=3185
num_leaves=31
num_cat=0
split_feature=5 6 5 1 4 1 1 1 1 1 3 0 0 0 0 3 1 0 1 1 1 1 1 0 0 5 0 1 0 3
split_gain=5.74648e+11 6.66102e+12 1.21605e+13 3.21995e+13 2.66439e+13 2.54817e+13 2.30784e+13 2.59874e+13 3.83306e+13 2.56447e+13 2.5324e+13 2.37916e+13 2.27425e+13 3.83911e+13 3.03149e+13 2.24015e+13 2.15914e+13 6.05352e+13 2.54836e+13 2.02946e+13 1.92174e+13 3.14185e+13 5.11071e+13 9.73909e+13 6.10442e+13 3.96208e+13 3.16189e+13 3.10615e+13 3.64878e+13 3.29767e+13
threshold=81.910000000000011 1.5000000000000002 87.00500000000001 83.003420700000007 3.5000000000000004 83.002084650000015 65.659480050000013 82.784560750000011 82.837870700000011 38.096381250000007 13.500000000000002 55.050600750000008 56.863241500000008 55.657530000000008 55.576287050000012 21.500000000000004 38.969379750000009 45.055827000000008 38.92948375000001 82.933113850000026 37.832345550000007 37.752451500000006 37.712318250000003 55.657530000000008 55.591389050000011 85.91500000000002 55.91302515000001 37.615058950000012 55.91302515000001 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 10 -9 20 -8 -10 13 14 -6 -5 17 18 -11 -13 21 22 27 24 -24 -25 -23 -2 29 -29
right_child=1 -3 -4 15 12 -7 7 8 11 16 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 26 23 25 -26 -27 -28 28 -30 -31
leaf_value=-11.368739730733896 -4007.9876182592693 418.65668090227621 144.08003188059101 -11221.216151741952 18941.30303152902 12954.956729003907 -92113.133758185897 76546.542211914071 -4109.3355464578999 62043.463239746103 11610.297569444445 -27396.219373047436 44901.613213239398 -33164.755136108397 144133.27663690477 42872.354578164908 2455.4510940974242 11348.92186978658 219767.36436011904 1552.2370442586871 -19498.190119742001 32723.185039704975 -12112.504589843751 -58217.010432778858 167380.57213541667 34009.695658052886 -69323.696040482959 43309.149341702752 -59973.897247869325 6495.3051882562731
leaf_weight=3935898 8979 251156 94030 4139 245 1200 68 56 6563 20 36 874 224 160 21 78 10817 240 21 335 707 380 40 447 36 52 33 332 66 911
leaf_count=3935898 8979 251156 94030 4139 245 1200 68 56 6563 20 36 874 224 160 21 78 10817 240 21 335 707 380 40 447 36 52 33 332 66 911
internal_value=0 117.055 -460.697 -1994.33 -938.721 -1343.19 -1896.44 -6549.8 -5890.04 -297.266 -56208.9 -6484.03 19106.2 5542.39 28824.9 -10220.7 3166.37 30532.8 142829 -19374.9 -3505.09 -2502.33 -3531.57 -32544.9 72910.5 -48606.2 24569.3 -1910.01 12481 16328.1
internal_weight=0 382266 131110 37080 32863 32213 31013 7932 7828 23081 104 7772 650 426 266 4217 11098 281 41 1209 11983 11276 10863 575 76 499 413 10288 1309 1243
internal_count=4318164 382266 131110 37080 32863 32213 31013 7932 7828 23081 104 7772 650 426 266 4217 11098 281 41 1209 11983 11276 10863 575 76 499 413 10288 1309 1243
is_linear=0
shrinkage=0.1


Tree=3186
num_leaves=31
num_cat=0
split_feature=5 1 1 6 1 0 0 5 2 0 2 3 3 2 0 0 3 5 3 5 5 2 5 5 2 1 3 5 4 4
split_gain=6.80802e+11 5.89671e+12 1.99852e+13 2.45151e+13 4.82602e+13 1.0283e+14 1.31363e+14 4.77751e+13 4.66244e+13 4.75165e+13 2.92181e+13 4.15942e+13 2.80866e+13 3.36611e+13 2.46587e+13 2.642e+13 3.31774e+13 2.41341e+13 2.63218e+13 2.39574e+13 2.32272e+13 2.30889e+13 2.08961e+13 2.01881e+13 2.29232e+13 1.86609e+13 1.81641e+13 1.79951e+13 1.78738e+13 1.7578e+13
threshold=98.020000000000024 37.832345550000007 37.615058950000012 1.5000000000000002 37.642309100000013 55.762622900000004 55.851332700000007 128.92000000000004 5.5000000000000009 55.701368300000006 9.5000000000000018 11.500000000000002 21.500000000000004 11.500000000000002 55.576287050000012 55.860536450000005 21.500000000000004 177.02500000000003 5.5000000000000009 102.01000000000001 112.04500000000002 7.5000000000000009 161.85000000000002 102.01000000000001 12.500000000000002 37.777459000000007 7.5000000000000009 101.05000000000001 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 5 7 -7 8 9 -5 17 -12 23 -14 21 -16 19 22 -19 -17 -18 25 -6 -13 -25 26 -4 -10 -15 -26
right_child=1 -3 3 4 10 6 -8 -9 27 -11 11 12 13 28 15 16 20 18 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=7.1465402389094042 119.56154261489051 -605.16810839677817 -7039.9172628837732 12089.201264880954 15830.662883534278 -345376.79157608701 5044.9400878906254 131469.9645596591 -28270.408750000002 -188474.10277777779 -136610.34603125 41247.760980269166 -120889.0763355152 18094.086104910715 48736.931840395991 -90708.168883384147 97417.569703125002 -87548.240280086437 18858.996688179348 1201.2681290999703 9426.6019166666665 30303.163905552457 97543.38720703125 29019.381880859375 -53461.368424786269 41905.99603145205 -85553.595754354508 100164.52369791667 -42366.710765558229 6107.1331569220429
leaf_weight=4182669 31023 101130 57 21 1422 23 20 22 20 27 25 137 37 84 397 41 50 47 46 92 75 112 32 125 106 29 61 24 117 93
leaf_count=4182669 31023 101130 57 21 1422 23 20 22 20 27 25 137 37 84 397 41 50 47 46 92 75 112 32 125 106 29 61 24 117 93
internal_value=0 -220.61 911.074 8258.5 3003.62 -50616.7 -182390 -912.701 -32569.4 -100728 6710.53 -9869.8 -5336.87 -33234.9 22217.8 32546.4 7633.16 14470.2 -34916.7 -27131.7 44623 -3902.77 17629 9066 -4541.73 -29964.4 -47627.5 41785 -17099.5 -25622.8
internal_weight=0 135495 34365 3342 2428 157 43 114 92 48 2271 724 699 238 914 655 258 1547 93 133 125 259 1454 461 324 147 118 44 201 199
internal_count=4318164 135495 34365 3342 2428 157 43 114 92 48 2271 724 699 238 914 655 258 1547 93 133 125 259 1454 461 324 147 118 44 201 199
is_linear=0
shrinkage=0.1


Tree=3187
num_leaves=31
num_cat=0
split_feature=1 5 5 4 0 1 0 0 0 0 0 0 1 3 0 1 5 0 3 3 1 0 2 3 5 0 3 1 1 1
split_gain=5.99779e+11 6.30327e+12 1.58975e+13 3.38406e+13 1.39245e+13 2.34542e+13 2.48435e+13 1.97624e+13 1.91861e+13 1.23025e+13 3.24541e+13 4.01957e+13 3.92917e+13 7.33739e+13 1.51643e+14 9.03251e+13 4.72079e+13 4.0093e+13 1.39787e+14 3.02799e+14 1.02993e+14 2.40822e+14 7.26321e+13 6.53056e+13 3.55652e+13 3.56794e+13 3.54382e+13 4.18248e+13 3.51338e+13 6.8115e+13
threshold=61.880021000000006 71.00500000000001 71.715000000000018 1.5000000000000002 63.563300600000012 65.480823400000006 60.063729500000008 57.265292900000006 57.178027650000011 57.131524800000008 55.07108800000001 55.039751500000008 82.907204800000002 5.5000000000000009 55.055104550000003 82.888608650000023 100.05000000000001 55.061033200000004 11.500000000000002 9.5000000000000018 82.902675200000019 55.055104550000003 4.5000000000000009 6.5000000000000009 76.730000000000018 55.046835900000012 5.5000000000000009 65.565203050000022 82.784560750000011 82.871296800000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -4 10 11 -7 13 14 -13 16 -16 18 19 23 21 22 -21 -15 25 -14 27 -12 -28 -30
right_child=1 2 4 -5 -6 9 -8 -9 -10 -11 26 12 24 17 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-23.168798883984522 -36.007091291903095 -18331.13179992856 11723.490601952872 16828.86777399978 -17036.714009124691 152.91142169096929 101395.03903099798 -44800.618953717349 96806.958940972225 3190.7110886713599 40510.273089443108 -13561.566039402176 -2565.2491105725089 134207.66090401786 344036.28255208337 58602.609864153179 160856.96040900738 -7808.7053248937682 6551.9772706596104 -1011.3495939555922 36618.316108842329 383148.67138020834 161624.13421717173 -8638.0328733393217 -540.80306548038413 21025.69556293897 -6168.4066649824999 -12096.153934434533 36242.903573608397 366.15649339616294
leaf_weight=3114505 1023668 339 1440 1422 451 112078 31 61 27 14973 156 115 1021 35 24 56 34 1059 3860 38 66 45 99 374 10479 1723 9172 4843 548 15422
leaf_count=3114505 1023668 339 1440 1422 451 112078 31 61 27 14973 156 115 1021 35 24 56 34 1059 3860 38 66 45 99 374 10479 1723 9172 4843 548 15422
internal_value=0 59.95 605.689 10060.4 512.272 556.791 12768.5 10970.4 13289.4 448.756 194.145 874.376 5123.92 11982.2 67459.3 149191 236655 9703.86 13809.6 56449.8 143632 182440 116514 3585.93 2113.07 12247.9 -2764.7 -10454.5 -1235.73 1597.24
internal_weight=0 1.20366e+06 179991 1761 178230 177779 1559 1528 1467 176220 161247 131106 19028 5805 229 114 58 5576 4517 657 248 182 137 409 13223 2744 30141 4999 25142 15970
internal_count=4318164 1203659 179991 1761 178230 177779 1559 1528 1467 176220 161247 131106 19028 5805 229 114 58 5576 4517 657 248 182 137 409 13223 2744 30141 4999 25142 15970
is_linear=0
shrinkage=0.1


Tree=3188
num_leaves=31
num_cat=0
split_feature=5 5 3 1 5 0 1 1 1 0 0 0 5 3 3 2 2 0 0 0 0 1 1 1 3 1 1 0 0 2
split_gain=7.1189e+11 9.07108e+12 2.31428e+13 2.43451e+13 1.97072e+13 4.18656e+13 8.11989e+13 1.966e+13 5.5331e+13 3.01656e+13 2.72215e+13 2.66527e+13 2.57198e+13 2.81768e+13 2.31483e+13 3.70266e+13 2.38421e+13 4.11692e+13 7.42821e+13 4.46775e+13 2.73813e+13 2.48363e+13 2.37329e+13 3.59972e+13 2.31512e+13 2.31261e+13 4.61128e+13 3.30346e+13 3.86529e+13 2.94352e+13
threshold=68.00500000000001 69.610000000000014 7.5000000000000009 20.507360500000004 68.52500000000002 44.039893800000009 43.048525950000005 38.996948700000011 38.959914000000005 45.067452850000002 44.580511600000001 45.063245200000004 69.015000000000015 11.500000000000002 27.500000000000004 4.5000000000000009 5.5000000000000009 55.946414150000003 55.812836050000008 56.197733450000008 55.885524800000006 37.889331900000009 37.559851850000008 37.314272700000011 29.500000000000004 82.926290250000008 82.911991800000024 55.010031850000011 54.99493995000001 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 10 11 -4 12 -10 -14 16 24 17 18 -12 21 22 -19 23 -20 -16 26 -9 28 -27 -29
right_child=1 -3 7 4 -6 -7 -8 25 9 -11 14 -13 13 -15 15 -17 -18 19 20 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=18.769247070285743 -50380.170368303574 -7.2631846836428515 93849.620328776044 237674.6292480469 1281.6230990757231 10605.301979883512 -5651.3703979492193 -6187.9588000630092 27474.320172803928 6748.5271238370715 -7483.1713019185763 132967.09590371622 195138.93121279764 29289.946523437498 133815.04174679489 5671.0351201923077 990.55610302341813 79403.41292879972 7637.7544687500013 -395.93553466076696 -26006.798496549931 -36988.492223011366 -42193.064997874149 -125523.60561071325 36072.533117675783 -1461.4430440719816 -52867.918628156796 8664.8615314316557 -44027.696708638279 82228.585253906262
leaf_weight=3557887 84 721045 30 24 6468 1536 32 13468 205 262 2445 37 21 20 39 390 8116 110 25 1695 289 22 147 108 64 1168 215 1895 261 56
leaf_count=3557887 84 721045 30 24 6468 1536 32 13468 205 262 2445 37 21 20 39 390 8116 110 25 1695 289 22 147 108 64 1168 215 1895 261 56
internal_value=0 -87.8349 -1568.66 3176.66 3734.82 13701.7 98631.2 -2811.78 -38.001 31199.7 -1300.95 53836.5 41934.8 114237 -1513.18 19754.8 -2322.41 -7876.63 -15056.5 3967.99 -47599.2 60004.8 -69885.7 -100493 73081.8 -5091.69 -6921.44 2315.54 -9235.97 10776.4
internal_weight=0 760277 39232 8144 8060 1592 56 31088 14025 545 13480 283 246 41 13450 493 12957 4841 3014 1827 569 132 280 133 103 17063 13683 3380 1429 1951
internal_count=4318164 760277 39232 8144 8060 1592 56 31088 14025 545 13480 283 246 41 13450 493 12957 4841 3014 1827 569 132 280 133 103 17063 13683 3380 1429 1951
is_linear=0
shrinkage=0.1


Tree=3189
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 5 6 1 0 5 5 1 3 2 5 3 1 1 5 0 2 2 5 0 5 3 3 1 3 0
split_gain=6.92601e+11 5.033e+12 1.6188e+13 2.27948e+13 2.39318e+13 3.32559e+13 2.00671e+13 4.55915e+13 9.5337e+13 5.80055e+13 3.86979e+13 4.15728e+13 2.64043e+13 2.35664e+13 2.31242e+13 2.67736e+13 1.74792e+13 2.45965e+13 3.48292e+13 2.56908e+13 1.61822e+13 4.1423e+13 4.14125e+13 3.39425e+13 2.45308e+13 2.06125e+13 3.83108e+13 2.76856e+13 1.88029e+13 3.81793e+13
threshold=98.020000000000024 37.832345550000007 37.615058950000012 55.924336300000007 8.5000000000000018 104.75000000000001 1.5000000000000002 37.642309100000013 55.762622900000004 102.01000000000001 128.92000000000004 37.620907050000007 22.500000000000004 5.5000000000000009 161.85000000000002 5.5000000000000009 37.642309100000013 37.620907050000007 103.45000000000002 55.842510000000011 8.5000000000000018 7.5000000000000009 177.02500000000003 55.628356700000005 225.45000000000002 10.500000000000002 12.500000000000002 37.767735350000002 13.500000000000002 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 14 8 10 -10 11 13 20 -8 15 -4 17 18 19 -17 21 22 28 -23 -24 27 -27 -22 29 -9
right_child=1 -3 3 4 5 -7 7 12 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 25 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=7.2082028060713386 110.64847720551069 -577.79334695293051 -45523.439317908662 34524.602566964284 -5949.5766113281252 -152502.46921874999 -45535.830747767861 -194.24006892249147 -65012.541761363638 -300318.52140625002 118326.01285511366 -119192.87672821971 -24705.556186912334 81029.030191532263 -82128.760416666672 -105198.41412259615 19750.539033304012 104321.68873492902 66582.602351804133 32846.268115234379 -108905.80067107372 158489.48578969596 -110136.5321265244 11027.885054976854 2988.3998589409725 101933.15281661185 -1861.5078708249309 15546.848579545456 36851.989164818886 58179.126646412042
leaf_weight=4182669 31023 101130 52 28 32 30 28 659 22 20 22 33 226 31 21 26 605 65 97 28 39 37 41 27 36 38 554 33 377 135
leaf_count=4182669 31023 101130 52 28 32 30 28 659 22 20 22 33 226 31 21 26 605 65 97 28 39 37 41 27 36 38 554 33 377 135
internal_value=0 -222.514 823.009 7435.69 -42208.6 -76862.3 8809.61 3972.74 -48268.9 -177063 -818.386 -29309.4 7673.79 20964.4 21567.2 24061.6 28469 52888.7 30748.7 -33619.7 11377.1 17815 13791.2 96279.1 -57247 -1343.52 4800.99 -51865 18462.3 9730.7
internal_weight=0 135495 34365 3342 90 62 3252 2358 156 42 114 92 2202 59 894 873 821 216 151 54 1976 1312 1248 64 77 664 592 72 1171 794
internal_count=4318164 135495 34365 3342 90 62 3252 2358 156 42 114 92 2202 59 894 873 821 216 151 54 1976 1312 1248 64 77 664 592 72 1171 794
is_linear=0
shrinkage=0.1


Tree=3190
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 2 2 1 1 3 1 1 1 3 3 6 2 3 2 1 3 0 0 0 4 1 0 0 0
split_gain=5.61007e+11 4.97714e+12 2.96188e+13 3.33665e+13 1.94952e+13 2.16385e+13 4.24093e+13 2.38319e+13 2.3702e+13 1.87913e+13 1.86475e+13 2.87774e+13 1.76011e+13 4.451e+13 3.13119e+13 1.59109e+13 1.57448e+13 1.56381e+13 1.52373e+13 1.92527e+13 1.80657e+13 1.55052e+13 1.4927e+13 1.46842e+13 2.21862e+13 1.45643e+13 1.66222e+13 1.44386e+13 2.66481e+13 1.4153e+13
threshold=98.020000000000024 99.555000000000021 59.932719750000011 59.939091550000008 30.323743050000001 37.542000650000013 14.500000000000002 24.500000000000004 37.275078000000001 36.761894450000007 16.500000000000004 30.243224600000001 49.964253350000007 49.073956850000009 27.500000000000004 10.500000000000002 1.5000000000000002 1.5000000000000002 4.5000000000000009 4.5000000000000009 30.305955500000003 5.5000000000000009 55.455204450000004 55.769960200000007 55.801980100000009 3.5000000000000004 30.315880100000005 43.592450450000008 43.056445700000005 55.812836050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 15 18 6 8 12 9 17 25 -12 13 14 27 -4 -13 -6 -2 21 -21 -20 -10 -15 -25 -5 -27 28 -7 -24
right_child=1 -3 3 10 5 7 -8 -9 22 -11 11 16 -14 23 -16 -17 -18 -19 19 20 -22 -23 29 24 -26 26 -28 -29 -30 -31
leaf_value=6.4873803318686569 -115095.45210937499 -72.186539367545549 44350.034375000003 35258.934042644505 52544.324913194454 -3117.7869861949575 77988.193635110292 -115699.86141601564 -40567.419895833336 -60642.993536931826 -95257.287278293923 -31968.998670504388 262.15243140203569 -24852.089044363842 111782.08961292615 148269.65342548079 41129.316892930336 -10476.195414031499 85290.937202380956 -26902.555739935513 -104837.14903320314 -10665.103140151081 57366.63712782973 -86533.627876013838 11533.852627127511 -66642.919858685666 25565.477972146738 -5522.3206732495 -89544.349737955738 9369.3246257878163
leaf_weight=4182669 20 129703 34 256 45 88 85 20 30 66 37 57 2067 140 22 26 61 315 21 116 40 85 127 131 28 34 46 1616 60 119
leaf_count=4182669 20 129703 34 256 45 88 85 20 30 66 37 57 2067 140 22 26 61 315 21 116 40 85 127 131 28 34 46 1616 60 119
internal_value=0 -200.262 -3068.33 18986.4 -5387 -3932.59 11276.4 -6801.6 3198.78 -11591.4 10384.1 -18308.8 -6277.04 -12759.8 -6781.57 89381.9 5819.11 -2598.63 -30962.8 -24540.5 -46885.8 8345.06 26027.1 -48469.1 -69263.9 23620.4 -13623.1 -8260.26 -38155.6 34148.4
internal_weight=0 135495 5792 551 5241 4959 787 4172 702 426 491 155 4152 2085 1786 60 118 360 282 262 156 106 276 299 159 336 80 1764 148 246
internal_count=4318164 135495 5792 551 5241 4959 787 4172 702 426 491 155 4152 2085 1786 60 118 360 282 262 156 106 276 299 159 336 80 1764 148 246
is_linear=0
shrinkage=0.1


Tree=3191
num_leaves=31
num_cat=0
split_feature=5 3 3 0 6 0 2 5 0 5 0 0 5 0 5 1 5 1 4 2 5 0 1 0 1 2 5 0 5 5
split_gain=5.68655e+11 6.48758e+12 1.87142e+13 4.82388e+13 5.92995e+13 1.06873e+14 4.45732e+13 4.09501e+13 3.95366e+13 3.22693e+13 3.68768e+13 7.66095e+13 4.67771e+13 3.50529e+13 6.14066e+13 3.61381e+13 3.51438e+13 8.87843e+13 3.52993e+13 7.24112e+13 3.26813e+13 3.94507e+13 3.12953e+13 3.75446e+13 2.9744e+13 3.02498e+13 7.21105e+13 4.73256e+13 6.56545e+13 5.20692e+13
threshold=81.910000000000011 15.500000000000002 14.500000000000002 45.087005000000012 1.5000000000000002 45.053747000000008 13.500000000000002 118.33500000000002 45.133160800000006 85.020000000000024 55.885524800000006 59.932719750000011 142.05000000000004 55.946414150000003 99.555000000000021 30.160599000000001 123.15000000000002 60.479177250000006 3.5000000000000004 6.5000000000000009 86.02500000000002 55.619594000000006 82.911991800000024 55.034903650000011 38.891822450000006 3.5000000000000004 107.05000000000001 43.592450450000008 114.05000000000001 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 24 -8 -5 -10 20 12 13 14 -12 -15 -17 -18 19 -19 21 -11 -22 -24 -6 26 -26 28 -27 -29
right_child=1 -3 3 8 6 -7 7 -9 9 10 11 -13 -14 15 -16 16 17 18 -20 -21 22 -23 23 -25 25 27 -28 29 -30 -31
leaf_value=-11.309299418596986 247.28773828101285 -476.89971540741482 33010.6754107995 -138312.77464843751 -37171.633332887417 199666.47430468752 1000.7300264246323 -108039.32512019231 16107.356520930216 9498.1358905207508 141848.99417372883 -23825.762829922565 -55767.458395798145 105331.64806250001 -60910.039687500001 13113.861170239921 -54745.481796875007 218527.64029017859 204786.14165900738 -20449.401757812502 1489.6162594930256 -56944.804891742162 -7683.7039773182614 -58833.469972656254 -15045.784525923294 31141.176235465118 156026.23886718749 33569.012307850906 246855.18601190476 -35301.778349905304
leaf_weight=3935898 249642 124338 167 20 73 50 102 52 1399 137 59 493 74 50 20 1143 40 21 34 32 2698 257 508 200 44 43 56 328 21 165
leaf_count=3935898 249642 124338 167 20 73 50 102 52 1399 137 59 493 74 50 20 1143 40 21 34 32 2698 257 508 200 44 43 56 328 21 165
internal_value=0 116.443 402.473 5077.91 24569.4 71410.6 13071.1 -35818 2091.12 2483.03 -822.627 10295.7 21715.8 25814.3 90517.6 21941.9 18658.9 68563.9 125258 74239.6 -6574.9 -33841.5 -3420.74 -22132.8 23384.7 30113.1 80754.5 21021.3 101922 10519
internal_weight=0 382266 257928 8286 1101 217 884 154 7185 7165 5766 1966 1473 1399 79 1320 1270 127 87 53 3800 394 3406 708 730 657 100 557 64 493
internal_count=4318164 382266 257928 8286 1101 217 884 154 7185 7165 5766 1966 1473 1399 79 1320 1270 127 87 53 3800 394 3406 708 730 657 100 557 64 493
is_linear=0
shrinkage=0.1


Tree=3192
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 0 1 1 4 3 6 2 1 5 0 1 2 4 0 2 1 3 3 6 1 3 3 1 1 0
split_gain=5.60455e+11 7.8191e+12 1.90317e+13 1.79039e+13 3.19676e+13 1.85346e+13 1.63976e+13 3.91783e+13 3.78595e+13 2.70561e+13 3.38654e+13 1.91207e+13 1.63814e+13 1.47104e+13 1.26519e+13 2.46027e+13 2.40554e+13 2.12329e+13 1.84147e+13 3.65721e+13 6.48008e+13 4.97379e+13 2.01567e+13 1.97937e+13 3.44537e+13 1.82948e+13 3.17294e+13 5.30368e+13 3.45531e+13 5.76455e+13
threshold=68.00500000000001 66.50500000000001 83.093115700000013 82.981501350000016 14.500000000000002 55.025681450000008 82.963712850000022 82.95335685000002 2.5000000000000004 19.500000000000004 1.5000000000000002 8.5000000000000018 82.964402850000013 67.00500000000001 44.982728700000003 37.971176850000006 6.5000000000000009 1.5000000000000002 45.022371150000005 1.5000000000000002 39.047276750000002 9.5000000000000018 22.500000000000004 1.5000000000000002 39.080602550000002 17.500000000000004 13.500000000000002 82.837870700000011 82.902675200000019 55.050600750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 14 9 10 -9 12 -8 -4 15 16 -3 -17 19 20 21 -16 -21 24 -24 26 27 -20 29 -29
right_child=-2 2 13 4 -6 -7 11 8 -10 -11 -12 -13 -14 -15 18 17 -18 -19 25 22 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.6427528866064307 -77.934697165309956 -26946.070244315706 1388.8390606640605 14994.670744540663 -18952.740262073188 51453.126990588964 -80283.162026459322 185602.7281709559 161.54402705601285 -7911.7160590277781 61415.015176096269 11371.863376380657 -20219.845586907904 -9291.5152901122328 65602.8671875 -33809.275168042994 1230.6466091178579 2282.2735709973335 218.23530038685396 4703.3512515683715 -14675.325998046876 254906.88980978262 164001.49895833334 5806.5803706498582 9763.119866071429 -2198.5866415304176 6875.94290822941 19079.602391045406 9408.2683259186924 104131.55268712198
leaf_weight=3485947 760277 753 2249 415 197 210 53 34 112 27 62 174 317 3023 35 171 507 3486 35091 1264 50 23 30 55 28 11184 11476 223 567 124
leaf_count=3485947 760277 753 2249 415 197 210 53 34 112 27 62 174 317 3023 35 171 507 3486 35091 1264 50 23 30 55 28 11184 11476 223 567 124
internal_value=0 16.6537 1048.6 1505.99 16173.1 27244.7 1322.89 1466.92 42224.3 80525.3 105398 -15966.9 -28823.5 -4735.35 1319.72 -3557.42 -15608.3 594.646 1718.4 12715.8 68751.8 140672 8320.85 48785.6 89541.6 1440.02 2297.09 837.652 24618.8 49472.8
internal_weight=0 3.55789e+06 71940 66668 822 625 65846 65302 235 123 96 544 370 5272 65067 4917 1260 3657 60150 1485 108 58 1377 113 58 58665 47481 36005 914 347
internal_count=4318164 3557887 71940 66668 822 625 65846 65302 235 123 96 544 370 5272 65067 4917 1260 3657 60150 1485 108 58 1377 113 58 58665 47481 36005 914 347
is_linear=0
shrinkage=0.1


Tree=3193
num_leaves=31
num_cat=0
split_feature=1 3 5 1 0 0 1 5 0 6 3 3 5 5 1 4 1 4 5 0 5 4 3 3 3 3 3 3 3 0
split_gain=6.30445e+11 2.21079e+12 2.21419e+12 4.36673e+12 4.44696e+12 1.14492e+13 1.11228e+13 1.26411e+13 1.20156e+13 1.3844e+13 5.82743e+12 1.42461e+13 1.05875e+13 6.9463e+12 8.46256e+12 6.28809e+12 6.03136e+12 6.97348e+12 7.40737e+12 8.43777e+12 1.10708e+13 8.82611e+12 7.40895e+12 6.45094e+12 5.75704e+12 5.46249e+12 6.83337e+12 5.45206e+12 7.19849e+12 7.22245e+12
threshold=91.398302750000013 26.500000000000004 46.010000000000012 91.910414550000013 52.485928400000006 55.993277250000013 92.815157350000007 35.710000000000008 55.975961550000008 1.5000000000000002 15.500000000000002 14.500000000000002 37.995000000000012 24.010000000000002 104.38035940000002 1.5000000000000002 104.38035940000002 2.5000000000000004 29.050000000000004 51.717367500000009 42.895000000000003 1.5000000000000002 7.5000000000000009 3.5000000000000004 16.500000000000004 10.500000000000002 9.5000000000000018 18.500000000000004 17.500000000000004 51.83362145000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 8 25 9 -6 11 16 13 -12 -15 -13 17 18 -5 -20 23 22 -22 -21 -10 26 -8 28 29 -14
right_child=1 -3 -4 4 5 -7 7 -9 24 -11 12 15 27 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.0457584864941261 2377.6156464579667 -27889.269121878489 565.72901886711054 -9453.9811056797535 11518.243657489156 -71.07421372438597 -894.62308016888096 -8278.9868644507824 23575.709978693183 -22779.98482788086 21404.042671017531 22211.645163502413 -28568.198362672487 -32189.135124899098 -2324.4635119137702 75885.266150841358 -1.6272184649041308 51784.926808215729 -15890.578488847148 -3076.1228556888204 -35852.389133065648 3000.551505524325 1969.6530230034723 13114.873163454467 5530.1890372568159 9967.0861926413145 -19488.066347933946 -15676.918441718288 27845.513961736506 3964.1755348307292
leaf_weight=4176165 5832 28 78923 361 215 28712 3126 5338 308 260 41 136 77 271 146 26 12872 31 173 284 122 854 90 1843 415 425 211 169 110 600
leaf_count=4176165 5832 28 78923 361 215 28712 3126 5338 308 260 41 136 77 271 146 26 12872 31 173 284 122 854 90 1843 415 425 211 169 110 600
internal_value=0 207.215 212.756 -229.093 -494.794 -1097.06 -3957.64 -5150.09 5100.14 -7255.52 795.692 1314.86 -5369.66 -17871.3 -21732.9 30825.9 1027.38 4551.95 4159.08 5619.06 6784.48 -1533.07 -19795.9 10953 13217.6 -710.41 -2070.29 619.625 4119.14 264.038
internal_weight=0 141999 141971 63048 57216 39010 10298 9100 1198 475 18206 16792 1414 458 417 162 16630 3758 3727 3366 3193 1066 212 2127 723 3762 3337 956 787 677
internal_count=4318164 141999 141971 63048 57216 39010 10298 9100 1198 475 18206 16792 1414 458 417 162 16630 3758 3727 3366 3193 1066 212 2127 723 3762 3337 956 787 677
is_linear=0
shrinkage=0.1


Tree=3194
num_leaves=31
num_cat=0
split_feature=4 5 3 0 3 0 3 5 1 6 1 5 2 1 3 5 5 3 0 0 5 5 2 5 5 1 6 5 3 5
split_gain=5.65639e+11 5.33954e+12 5.73238e+12 5.93416e+12 5.30965e+12 9.81952e+12 4.51226e+12 1.37541e+13 2.64012e+13 2.59238e+13 1.17663e+13 1.14117e+13 1.47811e+13 1.1678e+13 2.91474e+13 1.073e+13 9.81506e+12 9.42576e+12 9.11586e+12 1.72034e+13 2.88293e+13 2.9426e+13 9.34416e+12 1.06668e+13 1.0113e+13 9.33688e+12 8.8154e+12 3.07642e+13 9.84641e+12 2.92112e+13
threshold=1.0000000180025095e-35 13.050000000000002 12.500000000000002 55.719391050000006 16.500000000000004 55.734663800000007 12.500000000000002 128.92000000000004 52.307266200000008 1.5000000000000002 38.633372000000001 161.85000000000002 2.5000000000000004 82.911991800000024 8.5000000000000018 27.010000000000002 123.15000000000002 20.500000000000004 59.982527000000012 59.932719750000011 83.010000000000005 57.005000000000003 9.5000000000000018 20.010000000000002 30.725000000000005 30.578016350000002 1.5000000000000002 37.75500000000001 24.500000000000004 62.015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 11 15 9 -9 -11 18 -13 14 -14 -8 26 -10 19 -3 21 22 23 -21 -24 -25 -17 -28 -29 -30
right_child=-2 6 4 -5 -6 -7 7 8 17 10 -12 12 13 -15 -16 16 -18 -19 -20 20 -22 -23 24 25 -26 -27 27 28 29 -31
leaf_value=2700.4799906458279 -8.8624381727362991 556.81464438556031 -42714.49676402699 -6492.4892198855068 -2119.0839004587574 -4697.4273444475448 787.25659977763473 -170331.22130301339 39403.118610491074 18758.624702380952 -85889.745880681832 -13668.922831357761 25930.50576636905 7331.4349466463427 165975.70322902515 -233.15336007859847 52373.537655101107 -26120.204295813521 7165.5886659872194 2024.7284869778541 110513.516796875 -125158.98952414774 2821.9449757893881 -16667.879878264972 77777.4004699707 33638.83959703947 -5613.1468729683975 1339.4348151933589 1567.3024431946737 44363.112243150688
leaf_weight=1341 4073891 141488 132 1474 215 140 47157 21 42 21 22 58 42 41 23 28086 34 46 2037 496 20 22 72 1267 24 38 13757 5351 587 219
leaf_count=1341 4073891 141488 132 1474 215 140 47157 21 42 21 22 58 42 41 23 28086 34 46 2037 496 20 22 72 1267 24 38 13757 5351 587 219
internal_value=0 147.804 -3846.2 -2113.17 -13863.6 -23146.9 202.534 -332.268 -30389.5 -79259.4 -34782.4 552.67 26916.5 49123.7 75485 -284.273 -1336.24 5152.29 522.946 428.605 -8926.79 -10171.6 -8838.07 -10458.4 21560.8 -15203 -1374.28 -2983.69 2891.48 13195.4
internal_weight=0 244273 3302 2815 487 272 240971 95343 152 64 43 145628 164 106 65 95191 48034 88 145464 143427 1939 1919 1897 1801 96 1305 48000 19914 6157 806
internal_count=4318164 244273 3302 2815 487 272 240971 95343 152 64 43 145628 164 106 65 95191 48034 88 145464 143427 1939 1919 1897 1801 96 1305 48000 19914 6157 806
is_linear=0
shrinkage=0.1


Tree=3195
num_leaves=31
num_cat=0
split_feature=3 0 0 3 3 5 6 1 1 0 3 0 6 1 0 1 0 3 1 5 1 1 1 2 3 5 5 0 0 1
split_gain=6.11318e+11 1.2547e+13 5.94881e+13 4.13704e+13 6.86318e+13 7.3938e+13 4.63218e+13 3.92754e+13 4.6116e+13 3.56175e+13 4.14016e+13 5.23482e+13 6.88911e+13 4.96158e+13 4.63557e+13 6.92604e+13 1.84161e+14 1.08704e+14 6.12072e+13 4.7442e+13 4.22777e+13 4.17536e+13 4.95518e+13 5.28271e+13 6.35935e+13 9.86892e+13 5.85683e+13 4.05117e+13 3.91558e+13 1.42316e+14
threshold=16.500000000000004 55.619594000000006 55.601678500000013 17.500000000000004 20.500000000000004 82.00500000000001 1.5000000000000002 37.726745000000001 37.642309100000013 55.701368300000006 18.500000000000004 55.628356700000005 1.5000000000000002 37.098288800000006 55.657530000000008 37.328003200000005 55.645049100000001 17.500000000000004 37.944765900000007 58.995000000000012 37.098288800000006 37.503486000000002 37.597123000000003 14.500000000000002 17.500000000000004 42.005000000000003 73.995000000000019 55.68356880000001 55.674875350000008 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 7 -4 8 -5 10 11 12 -3 -13 15 16 19 -18 21 -15 -14 28 23 24 26 -26 -23 -27 -16 -30
right_child=1 9 3 4 -6 -7 -8 -9 -10 -11 -12 13 20 14 18 -17 17 -19 -20 -21 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-20.649766078293567 -181.25110575892998 -96082.484076076609 -46559.061389838324 1986.1185291108632 -11345.403227450855 -162649.24551886795 1346.8110846890843 -20398.51791985111 -124915.38008463541 92.203916947790873 877.36031254129182 48969.223337554933 -57487.018832465277 30364.131173900849 12169.050450337729 -8267.4984305750313 -41617.664702160771 73170.009908656881 -4665.3507286535505 83885.409584251611 42215.328658211001 1037.629824924139 12037.734918158922 86913.231171412728 -85723.606730769228 73272.16214773996 86149.128756648934 197113.12916796876 12608.037389876648 -60588.140117472634
leaf_weight=3318589 446043 41 216 42 2792 53 3079 345 90 481025 45233 256 45 376 1260 4707 495 99 3019 296 775 578 7153 169 26 56 94 50 751 411
leaf_count=3318589 446043 41 216 42 2792 53 3079 345 90 481025 45233 256 45 376 1260 4707 495 99 3019 296 775 578 7153 169 26 56 94 50 751 411
internal_value=0 68.5572 -320.879 -9732.98 -17607.8 -50597.9 -1793.6 -38147.7 -84537.6 390.878 2571.33 6280.63 30418.8 5230.77 4657.74 -2682.91 18080.6 -22486.4 7889.54 53939 36743.9 11482.9 14917.8 36090.6 25407.8 88864.3 12943.1 131688 -41.3237 -13281.5
internal_weight=0 999575 452660 6617 3322 530 3295 477 132 546915 65890 20657 861 19796 19540 5973 1266 594 13567 672 820 10548 8126 973 804 132 672 106 2422 1162
internal_count=4318164 999575 452660 6617 3322 530 3295 477 132 546915 65890 20657 861 19796 19540 5973 1266 594 13567 672 820 10548 8126 973 804 132 672 106 2422 1162
is_linear=0
shrinkage=0.1


Tree=3196
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 1 3 3 3 1 3 1 5 1 1 2 1 4 3 5 1 3 2 6 3 5 1 5 5 1
split_gain=5.88728e+11 6.99572e+12 6.33626e+13 7.50279e+13 7.30689e+13 1.73853e+14 8.75468e+13 9.00525e+13 8.31655e+13 8.8237e+13 8.32404e+13 9.5505e+13 8.12908e+13 8.64277e+13 1.14179e+14 9.34996e+13 8.44881e+13 7.41779e+13 7.34728e+13 7.77964e+13 7.28587e+13 6.82297e+13 6.73103e+13 6.68633e+13 1.48346e+14 5.58928e+13 7.48496e+13 7.33125e+13 5.23548e+13 9.34176e+13
threshold=64.020000000000024 55.834684950000003 55.885524800000006 37.214886200000009 55.86787755000001 37.66934650000001 16.500000000000004 22.500000000000004 3.5000000000000004 37.314272700000011 8.5000000000000018 37.457850350000008 82.00500000000001 37.328003200000005 37.642309100000013 10.500000000000002 37.275078000000001 2.5000000000000004 10.500000000000002 102.01000000000001 37.692869000000009 14.500000000000002 6.5000000000000009 1.5000000000000002 14.500000000000002 74.610000000000014 37.457850350000008 72.010000000000005 69.015000000000015 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -7 -8 -5 23 11 -11 13 16 17 -16 -6 25 -14 -20 -9 -21 -13 24 -10 27 -27 -15 29 -12
right_child=1 2 -4 4 12 6 7 20 9 10 28 22 18 14 15 -17 -18 -19 19 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=19.576312750703558 124.88054720583852 -38695.613034125839 -80.629288837881944 164967.99334821431 -21924.108002761317 -4654.9414200920728 -43392.767168713261 61200.966444844686 232257.87787388393 75327.155212823287 -10294.448396252714 -87518.519867287658 -47238.693917327677 -15534.520693218561 -15362.829646080931 39533.992955346206 116274.43690972222 -51410.750155600988 -512.73844199104087 210775.31868750002 -38209.289018665666 38551.781684705951 100907.46019345238 -44487.947953125389 -5430.9376299383521 -25242.631718750003 234304.32609374999 -87909.848538286271 23130.65323943102 86624.847137784105
leaf_weight=3370694 626432 671 300363 35 87 3823 1337 167 28 58 1037 195 294 1361 1295 408 90 1401 2555 25 132 288 21 473 422 25 20 156 4161 110
leaf_count=3370694 626432 671 300363 35 87 3823 1337 167 28 58 1037 195 294 1361 1295 408 90 1401 2555 25 132 288 21 473 422 25 20 156 4161 110
internal_value=0 -69.6442 -449.214 -5803.96 -4700.67 235.8 -12939.2 -32297.8 11233.1 10405.9 15141.9 -38606.1 -12100.1 -20242.7 -22844.6 -2210.8 48346.3 -34704 371.307 5251.83 17314.2 52307.7 -69199.3 -18235.6 9358.59 -19719.2 90111.6 -22977.2 17916.4 -999.66
internal_weight=0 947470 321038 20675 20004 11999 5459 1636 6540 6505 5582 274 8005 4843 4666 1703 177 2963 3162 2868 299 313 216 923 450 1562 45 1517 5308 1147
internal_count=4318164 947470 321038 20675 20004 11999 5459 1636 6540 6505 5582 274 8005 4843 4666 1703 177 2963 3162 2868 299 313 216 923 450 1562 45 1517 5308 1147
is_linear=0
shrinkage=0.1


Tree=3197
num_leaves=31
num_cat=0
split_feature=5 2 5 0 2 5 3 0 0 1 1 1 6 0 0 1 5 5 0 0 0 0 1 1 3 1 2 1 5 5
split_gain=5.81393e+11 3.28488e+12 1.63246e+13 4.99615e+13 4.10479e+13 2.07407e+13 2.07319e+13 3.75741e+13 2.40211e+13 3.30798e+13 1.95971e+13 2.73661e+13 2.08001e+13 1.85062e+13 2.80302e+13 1.52328e+13 1.39587e+13 1.34548e+13 1.33106e+13 2.1445e+13 1.29735e+13 1.94725e+13 1.13352e+13 5.00769e+13 4.77605e+13 4.19778e+13 2.32815e+13 2.07746e+13 3.46722e+13 1.60987e+13
threshold=100.05000000000001 17.500000000000004 107.05000000000001 45.03656895000001 19.500000000000004 105.35000000000001 24.500000000000004 45.084117700000007 55.034903650000011 60.601268000000012 39.767857750000005 82.907204800000002 1.5000000000000002 56.802385350000009 60.042666650000008 60.58031445000001 103.45000000000002 105.35000000000001 55.899899800000007 56.009576300000013 59.896318000000008 59.939091550000008 39.726951800000002 39.188277450000008 18.500000000000004 47.473138800000008 20.500000000000004 39.899261850000009 125.85000000000001 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 20 -8 10 13 -9 -12 -13 17 15 -15 -6 18 -10 -20 -5 -22 23 29 25 -24 -25 28 -26 -4
right_child=1 2 22 6 16 -7 7 8 9 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 21 -23 24 26 27 -27 -28 -29 -30 -31
leaf_value=6.1720546327705748 -349.10232554432787 143319.33496791296 -29007.228712395055 -10126.903581868915 -53341.984486607151 50976.922220203494 -85080.105928308825 -15640.801970108696 22998.585539949025 -24782.08534279848 187400.77872023813 16398.243753406612 139837.77601562502 61567.452126514669 -27820.11872125441 151996.12516346807 44064.715423387097 66155.086854516005 -77065.591170058149 21690.535839843753 101875.21884765626 3981.2067540322587 191832.26937500003 -88754.791199448533 -20890.054745370373 6678.5530924479172 -11437.478621031747 330.77964734889611 135311.63071614582 719.86393271399652
leaf_weight=4199349 111875 56 201 764 28 43 34 23 141 156 21 43 20 98 31 23 31 41 43 45 26 93 25 102 27 24 63 2763 30 1945
leaf_count=4199349 111875 56 201 764 28 43 34 23 141 156 21 43 20 98 31 23 31 41 43 45 26 93 25 102 27 24 63 2763 30 1945
internal_value=0 -218.143 1892.97 10213.5 63862.8 103211 4922.22 17529 22622 14564.9 66145.4 88539.2 55585.4 29110.2 57020.4 78756.4 -2162.19 13397.8 3952.2 -26565.3 -5343.09 25369.8 -934.076 -6146.2 3264.33 101145 -59233.6 1563.57 61321.4 -2064.45
internal_weight=0 118815 6940 1760 158 99 1602 719 685 578 107 84 63 422 152 121 59 270 229 88 883 119 5180 2311 2869 49 165 2820 57 2146
internal_count=4318164 118815 6940 1760 158 99 1602 719 685 578 107 84 63 422 152 121 59 270 229 88 883 119 5180 2311 2869 49 165 2820 57 2146
is_linear=0
shrinkage=0.1


Tree=3198
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 3 0 2 0 3 0 3 1 3 0 0 4 4 1 4 4 1 2 4 0 4 2 1 1 4
split_gain=5.83055e+11 1.94432e+12 1.93317e+12 2.08131e+12 1.72922e+13 6.88753e+12 6.47372e+12 1.7904e+13 4.5586e+12 1.49985e+13 1.68174e+13 8.42762e+12 7.88263e+12 6.48829e+12 1.41245e+13 4.95024e+12 5.69411e+12 1.24105e+13 5.05298e+12 4.36145e+12 4.40818e+12 8.10871e+12 4.10334e+12 7.91542e+12 2.0191e+13 7.24562e+12 1.05196e+13 1.04317e+13 2.17952e+13 1.4975e+13
threshold=225.45000000000002 32.500000000000007 63.563300600000012 53.516665650000007 53.310923100000004 6.5000000000000009 53.145783300000012 7.5000000000000009 54.990279300000005 11.500000000000002 54.943968150000011 5.5000000000000009 83.053286850000021 21.500000000000004 56.819808050000006 54.864040150000001 4.5000000000000009 2.5000000000000004 55.957851400000003 7.5000000000000009 5.5000000000000009 37.503486000000002 1.5000000000000002 3.5000000000000004 56.009576300000013 2.5000000000000004 9.5000000000000018 65.520339550000017 40.247294600000011 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 9 10 11 15 -13 19 -15 16 17 18 -5 20 22 -22 23 -10 -25 26 -24 28 -27 -29
right_child=1 -3 -4 8 5 -7 7 -9 13 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 25 24 -26 27 -28 29 -30 -31
leaf_value=-1.154984532606687 3041.7027680646024 28974.9051875 30571.019912997162 27552.738463541667 91804.630482219829 22884.232381465517 -70576.595673076925 43950.772507440473 -20927.642866342907 66473.769710286462 -77305.133493589747 -78783.636093750014 -4305.2243923611113 -76570.579743726339 13415.965107685812 40114.944891826926 3994.6349679848581 -83073.490972222236 -30985.58449622845 -42376.108522727271 78834.417558070592 6144.1712582236842 17374.417237949372 97212.307102272738 -22599.786298076924 12102.120473090279 -23202.612168236301 75880.976959859923 -34097.13695875265 2737.0041486901432
leaf_weight=4313902 1421 25 22 30 29 29 39 21 185 24 39 30 27 33 37 26 194 27 29 22 21 57 512 22 39 180 73 29 236 804
leaf_count=4313902 1421 25 22 30 29 29 39 21 185 24 39 30 27 33 37 26 194 27 29 22 21 57 512 22 39 180 73 29 236 804
internal_value=0 1169.05 1004.99 850.667 3780.84 57344.4 1683.15 -30492 -834.512 -10320 -14904.7 -8200.51 -43504.4 961.405 -29006.3 -1624.3 -5500.09 -26918.4 -1220.34 1923.67 2375.29 25714.6 1500.06 -10627.4 20611.1 3126.75 12311 -1174.89 -14107.1 5283.43
internal_weight=0 4262 4237 4215 1539 58 1481 60 2676 426 402 363 57 2250 70 306 280 86 59 2180 2158 78 2080 246 61 1834 585 1249 416 833
internal_count=4318164 4262 4237 4215 1539 58 1481 60 2676 426 402 363 57 2250 70 306 280 86 59 2180 2158 78 2080 246 61 1834 585 1249 416 833
is_linear=0
shrinkage=0.1


Tree=3199
num_leaves=31
num_cat=0
split_feature=1 3 1 5 1 5 5 4 5 3 0 5 4 5 5 0 0 3 4 5 2 5 0 5 5 1 5 5 5 1
split_gain=5.46891e+11 2.75069e+12 7.06091e+12 1.48064e+13 1.23879e+13 1.44967e+13 3.04494e+13 2.52104e+13 2.80048e+13 1.6605e+13 2.08334e+13 1.69676e+13 1.31774e+13 1.26301e+13 1.81776e+13 1.88134e+13 1.13215e+13 1.08052e+13 1.82208e+13 1.11596e+13 2.29706e+13 9.3195e+12 8.52648e+12 1.60947e+13 1.82307e+13 1.08452e+13 8.38664e+12 1.99229e+13 1.85325e+13 1.54606e+13
threshold=83.000022850000008 8.5000000000000018 83.093115700000013 31.795000000000005 83.663637000000008 177.02500000000003 161.85000000000002 4.5000000000000009 120.05000000000001 3.5000000000000004 53.242949050000007 27.010000000000002 4.5000000000000009 59.810000000000009 46.010000000000012 54.811549550000009 55.07108800000001 2.5000000000000004 4.5000000000000009 79.730000000000018 1.5000000000000002 54.710000000000008 55.02863030000001 62.995000000000012 63.455000000000005 83.003420700000007 62.385000000000012 83.010000000000005 58.305000000000007 83.015546400000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 11 -11 -4 -7 14 -13 -16 17 18 19 -5 -21 -17 25 -24 -25 -19 28 -28 -27 -30
right_child=1 -3 4 16 -6 12 -8 8 -10 10 -12 13 -14 -15 15 21 -18 22 -20 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=13.386315510573807 -3147.2810020402276 -232.385123930351 21635.042571665188 -8401.6130174915761 359.70485579336321 -4275.030188519022 97903.390494791674 160012.34335937502 -5329.7495163690473 -47353.390061835285 -5210.0149526098339 1897.9676447094259 -110199.11777343751 11733.098543361528 2136.2750423482535 -33008.358545255549 37886.809091996176 -17877.633713430852 -102102.111875 122025.02859375 -27720.211458333331 4300.7993300039552 14611.765043800729 -38991.823868110238 18926.244527652139 4219.2231714747786 23514.671403258471 2268.2826764317756 -28085.916487726518 -814.66706363254127
leaf_weight=3782924 3789 390870 394 677 116099 23 30 20 21 119 8216 2241 24 726 373 439 98 235 20 20 21 79 1525 127 95 6141 679 1261 338 540
leaf_count=3782924 3789 390870 394 677 116099 23 30 20 21 119 8216 2241 24 726 373 439 98 235 20 20 21 79 1525 127 95 6141 679 1261 338 540
internal_value=0 -94.6107 278.402 2290.13 35.2851 -2929.28 -2723.45 -2962.5 75324.9 -3217.51 -5811.7 1867.76 -58363.9 -150.985 -2905.72 -14987.7 4039.5 3755.48 -7956.04 -5333.59 45326.2 -27318.4 4545.45 10949.6 -14207.1 3328.56 3884.81 9704.52 2276.29 -11313.2
internal_weight=0 535240 144370 15566 128804 12705 12658 12628 41 12587 8335 4252 47 3858 3132 891 11777 11679 738 718 41 518 10941 1747 222 9194 8959 1940 7019 878
internal_count=4318164 535240 144370 15566 128804 12705 12658 12628 41 12587 8335 4252 47 3858 3132 891 11777 11679 738 718 41 518 10941 1747 222 9194 8959 1940 7019 878
is_linear=0
shrinkage=0.1


Tree=3200
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 5 2 5 3 0 1 5 3 3 3 3 3 1 6 2 3 3 5 3 5 3 0 5
split_gain=5.68337e+11 9.60594e+12 1.53964e+13 1.73537e+13 2.39756e+13 2.42514e+13 3.76764e+13 3.48273e+13 2.05419e+13 2.09593e+13 1.92983e+13 2.24048e+13 1.88903e+13 2.08317e+13 2.36551e+13 2.26717e+13 2.00624e+13 3.68163e+13 2.49801e+13 4.36334e+13 1.82775e+13 1.79877e+13 1.78105e+13 5.16314e+13 2.83489e+13 2.09276e+13 2.05744e+13 5.43167e+13 7.40787e+13 8.46258e+13
threshold=43.574807850000006 44.005491150000005 56.501468900000013 56.338501050000012 56.320495600000008 24.500000000000004 43.94115175000001 77.715000000000018 11.500000000000002 41.365000000000002 20.500000000000004 56.281985950000006 43.868031300000006 101.05000000000001 8.5000000000000018 2.5000000000000004 18.500000000000004 17.500000000000004 16.500000000000004 43.808567100000012 1.5000000000000002 2.5000000000000004 16.500000000000004 12.500000000000002 70.00500000000001 11.500000000000002 87.00500000000001 9.5000000000000018 56.301440000000007 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 -7 8 -8 -10 22 -12 13 15 -15 -5 17 18 -17 -20 -21 -13 23 25 -24 26 -2 -28 -29 -30
right_child=1 -3 -4 12 -6 6 7 -9 9 -11 11 21 -14 14 -16 16 -18 -19 19 20 -22 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=-36.547074540676569 2007.4720753559357 -1.141087782569336 -25006.662914844055 25106.273778141182 -4569.9779047701368 -37685.81668991816 -3993.9956981169876 101192.70463579963 -148.59581317047576 69266.916058940275 -29176.131060708911 47344.211734375007 9688.9005500183048 -12547.206452047416 106710.15811298077 289.36928170366986 -32951.139378767453 36775.269838169646 29146.445261620273 -18464.993701685857 -62503.338940299131 -6607.9018346020302 3620.7586298896272 -17747.892676999414 29543.714842329078 20356.429198930069 1926.6380531386874 -12256.983880625128 66110.787310987915 -115079.04102328431
leaf_weight=2143177 39907 2109068 223 338 7640 84 156 68 67 124 446 75 4787 29 39 3608 197 252 119 190 187 351 1648 1412 567 592 2012 617 31 153
leaf_count=2143177 39907 2109068 223 338 7640 84 156 68 67 124 446 75 4787 29 39 3608 197 252 119 190 187 351 1648 1412 567 592 2012 617 31 153
internal_value=0 36.0126 1224.74 1313.78 635.451 1458.66 23389.9 35752.2 22928.2 44917 1229.77 -13510.4 5207.93 882.383 55850.4 118.158 -1736.88 -325.214 -2603.31 -23645.3 -40308.9 2890.71 1503.6 1070.1 10256.6 1683.58 1424.82 -6841.03 -28864.2 -84552.5
internal_weight=0 2.17499e+06 65919 65696 55950 48310 499 415 347 191 47811 872 9746 4959 68 4891 4553 4356 4104 496 377 426 46939 44724 2215 43312 42720 2813 801 184
internal_count=4318164 2174987 65919 65696 55950 48310 499 415 347 191 47811 872 9746 4959 68 4891 4553 4356 4104 496 377 426 46939 44724 2215 43312 42720 2813 801 184
is_linear=0
shrinkage=0.1


Tree=3201
num_leaves=31
num_cat=0
split_feature=0 5 5 3 1 1 1 3 1 3 0 1 1 3 1 0 1 3 3 5 5 5 0 3 1 2 5 1 1 1
split_gain=5.99761e+11 6.19368e+12 2.64431e+13 2.47659e+13 2.41874e+13 2.12017e+13 4.69541e+13 2.89172e+13 1.49819e+13 1.35917e+13 1.20442e+13 1.10886e+13 1.84584e+13 1.28503e+13 1.03614e+13 1.02561e+13 2.62913e+13 2.10475e+13 1.98523e+13 3.21556e+13 1.73828e+13 6.99857e+13 8.93022e+13 4.27112e+13 3.61846e+13 8.75543e+13 5.78111e+13 5.36448e+13 8.54539e+13 4.77559e+13
threshold=44.580511600000001 93.00500000000001 95.020000000000024 4.5000000000000009 41.950906500000009 39.630124250000001 39.739656000000004 18.500000000000004 39.726951800000002 16.500000000000004 43.592450450000008 39.899261850000009 40.810045900000013 8.5000000000000018 47.473138800000008 43.514103700000014 43.574807850000006 5.5000000000000009 19.500000000000004 118.33500000000002 114.05000000000001 112.04500000000002 43.642715500000008 22.500000000000004 39.753614400000011 14.500000000000002 103.45000000000002 40.810045900000013 39.863684800000009 38.633372000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -5 7 10 -3 11 -7 -8 13 -13 -6 18 20 -18 -4 -20 21 24 23 -23 26 27 -17 28 -26 -28
right_child=-2 2 15 5 14 6 9 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-400.23266081731833 7.0078894200746094 62118.125937500008 -1136.3399428267962 -45135.175612420549 2324.8298668686225 71019.674375000002 -63848.460234375001 -18273.021195652174 183052.79851190478 -74641.407500000001 149636.40666118421 24897.735052083335 5850.3989606116429 124248.3304177989 87737.240468750009 13012.604940189201 -21515.438954440033 -128953.04558423914 -110456.45121951221 35286.48528645833 -974.23212703974843 288669.56653645838 13694.652423095704 93387.704985119053 33752.789057555383 -180021.39975818453 20005.701411800248 14037.666183022073 179469.16608796298 -48871.428034835189
leaf_weight=134407 4170694 20 7388 59 49 40 20 23 21 20 38 30 484 23 20 835 88 23 41 24 2204 24 64 21 158 21 139 767 54 365
leaf_count=134407 4170694 20 7388 59 49 40 20 23 21 20 38 30 484 23 20 835 88 23 41 24 2204 24 64 21 158 21 139 767 54 365
internal_value=0 -198.195 1880.6 18967.3 63228.5 12361.1 17364.5 80264.3 124060 6354.31 109320 9262.6 11985.5 68012.1 27082.1 695.893 4320.42 -43777.3 -1620.44 -56643.7 5468.06 11268.2 89593.3 197538 7618.2 22010.7 -3130.51 26344.4 70869.2 -29875.6
internal_weight=0 147470 13063 847 110 737 678 101 41 577 78 557 537 53 69 12216 4763 111 7453 65 4652 2448 109 45 2339 1000 1339 979 212 504
internal_count=4318164 147470 13063 847 110 737 678 101 41 577 78 557 537 53 69 12216 4763 111 7453 65 4652 2448 109 45 2339 1000 1339 979 212 504
is_linear=0
shrinkage=0.1


Tree=3202
num_leaves=31
num_cat=0
split_feature=5 0 1 0 4 4 1 5 5 4 0 0 2 3 1 3 0 3 3 4 0 0 3 1 3 2 3 1 0 1
split_gain=5.44464e+11 4.48857e+12 7.53348e+12 7.28981e+12 8.18292e+12 1.00723e+13 9.48432e+12 8.15143e+12 8.12938e+12 1.14328e+13 6.9904e+12 8.09257e+12 1.49972e+13 1.15048e+13 7.62721e+12 6.6645e+12 2.02432e+13 7.79065e+12 7.79617e+12 5.871e+12 6.12767e+12 6.89246e+12 5.41859e+12 5.40439e+12 6.0068e+12 5.69718e+12 4.9087e+12 6.95356e+12 8.76271e+12 7.529e+12
threshold=22.030000000000005 57.131524800000008 37.214886200000009 57.178027650000011 4.5000000000000009 2.5000000000000004 30.278357500000002 13.050000000000002 18.050000000000004 1.5000000000000002 63.563300600000012 59.963407450000012 3.5000000000000004 8.5000000000000018 33.101335500000005 9.5000000000000018 60.017447350000005 16.500000000000004 12.500000000000002 1.5000000000000002 59.820733200000006 59.882016200000002 20.500000000000004 65.480823400000006 8.5000000000000018 1.5000000000000002 24.500000000000004 37.642309100000013 55.68356880000001 82.975438000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 7 -7 15 9 23 11 12 14 -13 -8 -5 17 18 -17 20 22 -22 -9 -3 -25 -26 -4 28 -28 -29
right_child=-2 3 26 4 -6 6 10 19 -10 -11 -12 13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=8051.2721400628179 4.9071207876194007 2495.2320706940714 174.65444675219283 5554.0206269688761 56402.768687500007 -76397.781770833346 59249.590767045462 3719.0821484313306 -15727.717066363814 70101.134946986611 -70315.686225585945 -6922.2327955163046 -54142.32136027018 83926.227929687506 -10793.310259433963 47599.712814670143 -32706.370319824218 22335.593278927277 127794.36931818182 -40439.833501233552 -14828.584062326776 -1924.4001520972238 -17582.8899375 -4032.5879813911242 18218.182077205882 -25190.665909741303 8430.8080713959043 -6291.3833056508065 -4049.9569664990468 35819.553740461488
leaf_weight=1158 4237242 752 62086 620 25 27 22 2671 722 21 20 46 72 20 53 27 35 36 22 38 451 5034 125 838 34 273 994 3361 1296 43
leaf_count=1158 4237242 752 62086 620 25 27 22 2671 722 21 20 46 72 20 53 27 35 36 22 38 451 5034 125 838 34 273 994 3361 1296 43
internal_value=0 -256.947 53.5749 -2043.23 -732.255 -885.531 -20291.4 -328.569 -6683.26 -3278.63 -13789.8 -8482.16 -21542.9 20607.6 9752.61 9729.08 31300.2 57655.9 83605.5 -1223.23 -1043.27 -2985.44 2766.74 -4090.95 -8416.54 -20383.2 -83.0632 -2893.15 1367.46 -5759.43
internal_weight=0 80922 68938 11984 9344 9319 260 9059 2640 1918 233 213 147 66 75 740 120 85 49 8319 8281 5485 2796 1897 1145 307 67780 5694 2290 3404
internal_count=4318164 80922 68938 11984 9344 9319 260 9059 2640 1918 233 213 147 66 75 740 120 85 49 8319 8281 5485 2796 1897 1145 307 67780 5694 2290 3404
is_linear=0
shrinkage=0.1


Tree=3203
num_leaves=31
num_cat=0
split_feature=3 4 5 6 0 5 0 0 2 5 5 0 0 1 0 0 0 3 1 0 3 1 1 1 1 5 5 5 5 0
split_gain=5.42751e+11 1.19959e+13 4.87965e+13 2.90961e+13 4.49968e+13 4.78699e+13 4.06581e+13 3.98929e+13 3.86173e+13 2.6747e+13 2.43389e+13 2.95777e+13 2.6601e+13 2.51191e+13 2.42581e+13 4.29925e+13 3.38039e+13 3.27086e+13 6.22546e+13 3.88393e+13 5.88816e+13 3.05127e+13 2.75504e+13 4.47143e+13 4.26623e+13 2.76868e+13 2.69318e+13 2.66595e+13 6.50926e+13 2.62575e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 1.5000000000000002 55.924336300000007 59.810000000000009 59.982527000000012 43.592450450000008 7.5000000000000009 60.005000000000003 49.010000000000012 59.834458500000004 59.932719750000011 30.323743050000001 55.591389050000011 55.701368300000006 45.087005000000012 17.500000000000004 37.855187800000003 55.87722990000001 24.500000000000004 37.417247200000006 37.417247200000006 37.542000650000013 37.582182450000005 60.905000000000008 69.015000000000015 64.805000000000021 66.990000000000023 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 7 6 10 8 -5 -2 -6 -12 -13 -14 16 -16 -9 18 21 22 -21 -17 26 25 -25 -24 -19 -23 -29 -27
right_child=1 2 -4 4 5 -7 -8 14 -10 -11 11 12 13 -15 15 17 -18 19 -20 20 -22 27 23 24 -26 29 -28 28 -30 -31
leaf_value=-19.457273045520591 180.01287632150888 2315.5024071780813 171.87811678926712 -130294.86475694446 -9578.7504883255588 9754.5704153451188 38340.290825236349 32302.788391058708 -2530.552925441576 -1275.8891925403534 -23446.538548160646 -121510.45203993056 33962.194205729167 -89935.273480902775 53031.561779868956 34.756237533244686 7760.7968384576234 1459.7818027712265 33382.685783973109 -16367.991487068966 164106.31101582845 -27310.264062500002 169933.93427083336 -92641.609848484863 25601.250289201151 117515.2134971217 -115853.08518880208 -250544.14856770835 -43184.161710487926 2791.0188616071428
leaf_weight=3318589 672699 13747 149142 36 551 1735 119 671 69 155321 297 72 30 36 437 94 3431 106 208 29 48 60 30 33 405 38 24 24 41 42
leaf_count=3318589 672699 13747 149142 36 551 1735 119 671 69 155321 297 72 30 36 437 94 3431 106 208 29 48 60 30 33 405 38 24 24 41 42
internal_value=0 64.5981 825.674 5176.21 9714.18 -606.477 -16874.7 14745.2 -46335.5 -93.087 -23538.6 -41221.1 -79475 -33618.2 15866.2 26231.2 11775.3 16322.7 -5797.1 28832.9 96135.5 -43008.9 21189.4 31007.6 16692.5 88007.4 -20198 -75377.8 -119748 57285
internal_weight=0 999575 171555 22413 8666 2840 1105 5826 105 828020 986 435 138 66 5721 1619 4102 1182 427 755 77 219 678 548 438 110 130 125 65 80
internal_count=4318164 999575 171555 22413 8666 2840 1105 5826 105 828020 986 435 138 66 5721 1619 4102 1182 427 755 77 219 678 548 438 110 130 125 65 80
is_linear=0
shrinkage=0.1


Tree=3204
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 1 2 3 5 4 5 5 6 5 0 0 5 3 6 5 3 3 5 4 1 5 5 2 2
split_gain=5.64527e+11 1.01936e+13 7.27326e+12 2.39073e+13 2.56522e+13 4.65648e+13 2.75601e+13 3.988e+13 3.45448e+13 3.65066e+13 3.88182e+13 4.21197e+13 4.30725e+13 3.0793e+13 2.62894e+13 2.45136e+13 2.40402e+13 4.51425e+13 3.04576e+13 2.83203e+13 3.11994e+13 2.33372e+13 3.83722e+13 5.92272e+13 4.23722e+13 3.7e+13 3.4853e+13 3.14824e+13 2.94502e+13 3.44987e+13
threshold=47.005000000000003 49.010000000000012 53.145783300000012 53.340367100000002 44.660994650000006 36.546174950000008 50.227799100000006 1.5000000000000002 21.500000000000004 60.905000000000008 2.5000000000000004 110.05000000000001 123.15000000000002 1.5000000000000002 83.010000000000005 53.204054050000003 53.204054050000003 112.04500000000002 24.500000000000004 1.5000000000000002 55.990000000000002 11.500000000000002 16.500000000000004 100.05000000000001 3.5000000000000004 49.964253350000007 120.05000000000001 74.010000000000005 15.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -6 9 -9 11 -11 -13 14 -8 -15 17 18 -10 -20 -21 27 -23 -24 25 -25 28 -12 29 -27
right_child=1 2 3 -5 6 -7 13 8 16 10 21 12 -14 15 -16 -17 -18 -19 19 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-37.060780031494296 771.0296703646718 -367.22505054894901 -7791.172852133448 22.339049561245197 -11068.995186824402 -109524.19122548206 -4184.243441987569 2593.4902436229263 -22618.772832215509 25460.75615296511 3224.7415136380769 -176363.39345238096 13093.134793526786 -42578.472338251711 -27572.749175638339 3079.4717661107284 7292.2899059181673 139433.14789062503 -4362.4028813999084 -62324.529082031251 75483.013909646746 -8698.1567205715455 37748.560260939288 -140611.51622721355 60631.967017045456 -6124.7554263466291 -92241.39761117789 24804.738549480033 -67306.586936773252 117649.84320831299
leaf_weight=2105789 173534 481067 1053 1527369 1246 47 2199 4251 1007 2662 1228 21 28 119 615 9933 1573 20 542 20 92 1412 545 30 55 76 52 1504 43 32
leaf_count=2105789 173534 481067 1053 1527369 1246 47 2199 4251 1007 2662 1228 21 28 119 615 9933 1573 20 542 20 92 1412 545 30 55 76 52 1504 43 32
internal_value=0 35.2753 -27.3477 77.6121 2854.21 -12137.9 3416.96 6129.98 7540.5 10029.9 14141.8 23769.6 -68102.5 -49.4977 -9295.8 2538.95 -1593.16 -9907.74 -11705.9 5097.13 50874.5 8897.42 1343.5 18364.9 -18316 -36951.8 -21632.6 15104.8 2682.98 30549.2
internal_weight=0 2.21238e+06 2.03884e+06 1.55777e+06 30405 1100 29305 16439 15193 11939 7688 2711 49 12866 2814 10052 3254 1681 1661 654 112 4977 2245 833 288 233 203 2732 151 108
internal_count=4318164 2212375 2038841 1557774 30405 1100 29305 16439 15193 11939 7688 2711 49 12866 2814 10052 3254 1681 1661 654 112 4977 2245 833 288 233 203 2732 151 108
is_linear=0
shrinkage=0.1


Tree=3205
num_leaves=31
num_cat=0
split_feature=0 3 1 2 5 5 5 5 3 4 5 2 5 5 5 2 5 1 3 2 1 5 2 5 5 3 1 2 5 2
split_gain=5.79596e+11 5.65075e+12 1.08413e+13 2.51442e+13 1.66756e+13 1.58273e+13 3.82744e+13 2.13368e+13 2.03818e+13 3.33711e+13 1.87048e+13 1.41652e+13 1.32086e+13 1.33704e+13 3.69308e+13 1.24009e+13 1.0988e+13 1.04371e+13 3.08356e+13 3.65171e+13 2.48544e+13 2.93158e+13 2.19711e+13 2.89039e+13 2.94684e+13 3.02846e+13 2.71186e+13 2.71075e+13 3.42327e+13 2.49961e+13
threshold=43.465905150000005 13.500000000000002 39.925119750000007 10.500000000000002 109.05000000000001 57.705000000000005 54.990000000000002 50.005000000000003 18.500000000000004 2.5000000000000004 40.205000000000005 5.5000000000000009 34.920000000000009 55.005000000000003 54.990000000000002 5.5000000000000009 59.810000000000009 39.969502550000009 3.5000000000000004 2.5000000000000004 39.925119750000007 57.995000000000012 3.5000000000000004 81.910000000000011 123.15000000000002 7.5000000000000009 39.925119750000007 2.5000000000000004 79.730000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 5 -5 6 7 10 9 -7 -3 -11 -4 14 -14 -12 -15 18 19 -1 -21 -22 23 27 25 26 -25 28 -20 -24
right_child=-2 2 12 4 -6 8 -8 -9 -10 11 15 -13 13 16 -16 -17 -18 -19 22 20 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=10470.79966745477 -3.8774096408759635 -14348.512044783463 -67367.437661637945 21513.107656874286 -56849.304586693557 17427.969103064905 -115772.99858826755 47644.546071428573 62020.106857638893 -10166.12797154018 -30693.444270833334 -97814.186429398149 6732.3496005504903 -33159.923643480834 105538.94867449506 -116211.53563701923 -1604.4935021160463 -35.092247647913368 4667.4181018405498 12727.995650337838 60902.150045955881 178084.89131944446 9799.6367142575109 -41310.578028846154 63057.532014266311 13767.82214752907 -138198.12767803486 -12885.595410368547 118181.74276620371 -30438.078335889571
leaf_weight=665 4270332 127 29 219 31 104 57 35 36 28 30 54 489 119 41 39 1518 37793 1656 74 102 27 2921 65 23 43 52 1265 27 163
leaf_count=665 4270332 127 29 219 31 104 57 35 36 28 30 54 489 119 41 39 1518 37793 1656 74 102 27 2921 65 23 43 52 1265 27 163
internal_value=0 346.166 -3888.79 -14183.1 11796.2 -26918 -42384.8 -24276 -6853.09 -20183.4 -37119 -67885.6 -326.089 571.095 14375.9 -79029.8 -3898.38 625.124 4147.86 21803.3 58927 85428.8 1682.07 -4218.87 -42782.2 -57996.7 -84371.7 -1825.01 6488.5 7672.94
internal_weight=0 47832 2956 760 250 510 288 231 222 186 196 82 2196 2167 530 69 1637 44876 7083 868 203 129 6215 3131 183 160 117 2948 1683 3084
internal_count=4318164 47832 2956 760 250 510 288 231 222 186 196 82 2196 2167 530 69 1637 44876 7083 868 203 129 6215 3131 183 160 117 2948 1683 3084
is_linear=0
shrinkage=0.1


Tree=3206
num_leaves=31
num_cat=0
split_feature=5 5 3 3 0 0 0 1 5 4 3 4 1 1 5 1 2 5 4 5 0 0 1 1 1 4 5 2 3 5
split_gain=5.59245e+11 5.29144e+12 3.08191e+13 1.94043e+13 1.77302e+13 3.35414e+13 3.45865e+13 2.75944e+13 2.99293e+13 5.16195e+13 4.59856e+13 2.08398e+13 2.54011e+13 2.67502e+13 2.20439e+13 1.92757e+13 3.1925e+13 1.76613e+13 1.61004e+13 3.4035e+13 2.6733e+13 1.59836e+13 2.88885e+13 4.09025e+13 2.04922e+13 2.98969e+13 1.54088e+13 1.51373e+13 3.80728e+13 1.48903e+13
threshold=55.405000000000008 50.005000000000003 5.5000000000000009 3.5000000000000004 59.755965500000009 59.982527000000012 59.939091550000008 30.578016350000002 52.990000000000002 2.5000000000000004 4.5000000000000009 2.5000000000000004 30.278357500000002 30.362552800000003 54.710000000000008 30.278357500000002 2.5000000000000004 54.035000000000004 1.5000000000000002 51.405000000000008 59.916647550000008 43.642715500000008 40.810045900000013 39.718803500000007 39.739656000000004 1.5000000000000002 52.990000000000002 2.5000000000000004 4.5000000000000009 54.410000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 21 6 11 8 -8 10 -10 14 -13 -14 18 16 17 -7 19 20 -6 22 23 -5 25 -25 -17 28 -27 -26
right_child=-2 2 -4 4 5 15 7 -9 9 -11 -12 12 13 -15 -16 26 -18 -19 -20 -21 -22 -23 -24 24 29 27 -28 -29 -30 -31
leaf_value=24.350034015286958 46.066615459145183 -1466.1875087631302 -989.8122794049782 -26689.315259350307 -8696.3802083333339 -3914.4851778738844 17814.553639234939 -65141.410302734381 204833.97282196971 2365.6959770388721 73872.856520432688 33999.387142249383 -60069.927853467991 -457.06554357784307 45122.390772840714 -3581.5450482099486 -38253.323290519067 65322.683437500003 14245.562357181763 15833.067462384259 -161742.86250000002 1148.3047981677216 -363.77983079973819 156299.9294642857 20185.973547138361 138789.03953034157 11096.134631109042 19990.030632148693 34834.287098732973 -18552.900621019893
leaf_weight=2353354 1636543 20836 240445 174 21 140 222 24 33 82 143 101 123 194 216 1404 295 50 1212 81 25 57996 1711 21 597 43 1458 306 195 119
leaf_count=2353354 1636543 20836 240445 174 21 140 222 24 33 82 143 101 123 194 216 1404 295 50 1212 81 25 57996 1711 21 597 43 1458 306 195 119
internal_value=0 -28.1136 -404.227 1199.03 2028.05 7300.28 16121.8 39501.5 44733.7 67896.6 98428.1 10149.5 -9673.05 -23587.6 15478 771.751 -17663.1 14305.8 10696 -23178.9 -91873.8 1526.01 8444.95 18803.5 24982.9 39221 3895.76 34701.4 53616 13747.5
internal_weight=0 2.68162e+06 328267 87822 66986 5824 2477 504 480 258 176 1973 418 317 1555 3347 485 190 1339 127 46 61162 3166 1455 1281 565 2862 544 238 716
internal_count=4318164 2681621 328267 87822 66986 5824 2477 504 480 258 176 1973 418 317 1555 3347 485 190 1339 127 46 61162 3166 1455 1281 565 2862 544 238 716
is_linear=0
shrinkage=0.1


Tree=3207
num_leaves=31
num_cat=0
split_feature=2 0 0 1 3 6 5 3 1 3 3 1 3 0 5 5 2 3 3 3 3 4 5 5 2 5 5 0 1 3
split_gain=5.85318e+11 5.31907e+12 2.41374e+13 3.11699e+13 3.16934e+13 2.68521e+13 4.71763e+13 5.39041e+13 6.31746e+13 4.93462e+13 6.06291e+13 4.01469e+13 3.07675e+13 3.01614e+13 1.00053e+14 2.90183e+13 2.86633e+13 2.70939e+13 2.90342e+13 2.30533e+13 4.19314e+13 2.1747e+13 4.88178e+13 4.52627e+13 3.10359e+13 3.75347e+13 2.72101e+13 2.89006e+13 2.59971e+13 3.95653e+13
threshold=5.5000000000000009 56.852744000000008 56.802385350000009 60.648383500000008 24.500000000000004 1.5000000000000002 70.00500000000001 23.500000000000004 60.611165000000007 22.500000000000004 12.500000000000002 60.628582700000003 18.500000000000004 56.831297550000009 120.05000000000001 95.020000000000024 13.500000000000002 35.500000000000007 25.500000000000004 21.500000000000004 26.500000000000004 2.5000000000000004 60.905000000000008 105.35000000000001 10.500000000000002 79.010000000000005 161.85000000000002 56.831297550000009 60.58031445000001 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 -8 10 -10 12 21 15 -15 19 -11 18 -17 -13 -21 22 -7 -24 25 -23 -26 -28 -27 -30
right_child=1 -3 3 4 -6 11 7 -9 9 16 -12 13 -14 14 -16 17 -18 -19 -20 20 -22 24 23 -25 26 28 27 -29 29 -31
leaf_value=-31.694536583276459 67.32449987539087 -310.58749852350172 4362.4066899984136 -8113.7546045832351 12172.663327973023 985.67468429735675 22070.002457948689 6478.4160816064305 174027.19406020222 92685.185746173476 29316.16084334936 3241.6610483390787 12783.130919694338 -348.74018009356206 200884.59460358799 -50539.397675087246 213248.48341027461 2689.6142376077587 -167035.8451822917 -43951.973484288625 5043.5908825444239 -9801.7402904508253 27990.653392716591 -105647.32509014424 -27993.212073066017 -2381.3973531562078 137874.1716517857 -21256.058984375002 36061.887774810522 -44183.720408740948
leaf_weight=2480138 1462453 345847 6895 4049 951 5736 863 1308 34 49 195 638 2963 291 27 197 33 87 24 407 306 1705 1005 26 704 557 21 25 561 69
leaf_count=2480138 1462453 345847 6895 4049 951 5736 863 1308 34 49 195 638 2963 291 27 197 33 87 24 407 306 1705 1005 26 704 557 21 25 561 69
internal_value=0 42.767 124.665 2945.69 -4255.28 4401.85 8618.04 20440.2 35995.5 74637.8 50801.6 1826.1 3792.58 -11474.8 16737.1 -16882.5 141205 -44581.6 -63190.6 -10567.7 -22924.4 1233.35 4586.61 24620.5 -4997.15 -296.115 -23124.4 51390.4 13357.7 27273.1
internal_weight=0 1.83803e+06 1.49218e+06 29726 5000 24726 9377 2482 1174 311 229 15349 13372 1977 318 1659 82 308 221 1351 713 10409 6767 1031 3642 2892 750 46 1187 630
internal_count=4318164 1838026 1492179 29726 5000 24726 9377 2482 1174 311 229 15349 13372 1977 318 1659 82 308 221 1351 713 10409 6767 1031 3642 2892 750 46 1187 630
is_linear=0
shrinkage=0.1


Tree=3208
num_leaves=31
num_cat=0
split_feature=1 1 5 3 5 2 3 0 5 5 5 3 0 0 0 3 3 0 4 0 2 5 0 0 1 2 5 1 0 3
split_gain=6.28901e+11 1.43005e+13 2.49007e+13 2.32541e+13 3.46438e+13 2.65797e+13 7.83291e+13 3.11154e+13 2.75446e+13 4.63667e+13 2.75178e+13 2.73369e+13 2.55976e+13 6.3332e+13 4.41119e+13 2.43675e+13 2.37873e+13 7.10285e+13 9.74833e+13 7.46147e+13 5.39622e+13 3.81806e+13 6.11548e+13 7.70038e+13 6.3721e+13 5.2898e+13 6.75961e+13 6.05897e+13 5.89555e+13 4.45861e+13
threshold=37.542000650000013 37.516458750000005 46.010000000000012 4.5000000000000009 48.035000000000004 2.5000000000000004 23.500000000000004 56.663136550000011 86.810000000000016 107.05000000000001 57.005000000000003 8.5000000000000018 56.301440000000007 55.68356880000001 55.885524800000006 5.5000000000000009 10.500000000000002 55.657530000000008 1.5000000000000002 55.645049100000001 4.5000000000000009 75.750000000000014 55.86787755000001 55.812836050000008 37.533784800000006 6.5000000000000009 60.905000000000008 37.533784800000006 55.734663800000007 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 16 11 -10 -8 -5 13 -6 -15 -9 17 19 20 -7 -19 22 23 25 -25 27 29 -20 -29 -27
right_child=-2 2 3 5 12 7 10 15 9 -11 -12 -13 -14 14 -16 -17 -18 18 21 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-8.1961970832308282 -18.257770358124898 -819.14447616795258 88487.683203125009 -2156.3893729924325 -9642.4354510847934 -24.974859706009969 161938.64433593751 -20077.57402047822 -50285.558839523415 83543.837865423397 54058.655445926124 20785.686251831055 28267.163964843752 -181902.7528125 -48817.810678562979 -159962.63898437502 1648.5590339666771 31564.044642857145 20065.909784318279 -121724.22953725963 209950.07456395347 53860.126209973103 36698.957705312911 -42239.680155187081 -232490.19281250003 27743.582060185188 -32541.786361228817 -112759.53107739828 4676.539314108456 147250.14727090372
leaf_weight=770727 3513896 15610 30 861 314 1616 26 33 157 31 261 1309 84 40 66 20 11205 28 303 52 43 281 646 147 20 54 59 86 85 74
leaf_count=770727 3513896 15610 30 861 314 1616 26 33 157 31 261 1309 84 40 66 20 11205 28 303 52 43 281 646 147 20 54 59 86 85 74
internal_value=0 79.7693 2101.1 4643.34 -15911.5 5274.27 14505.3 3619.17 8501.63 -28217.9 63831.8 11682.9 -22125.7 -32204.3 -99038.5 -72864.4 3894.94 11098.9 24726 -3818.96 139601 20078.7 13638.6 -4352.88 -65024.2 10975.6 56014.4 -6792.92 -54384.9 96833.3
internal_weight=0 804268 33541 17931 534 17397 2645 14752 2358 188 287 2170 504 420 106 53 14699 3494 1826 1668 71 1755 1474 828 167 661 187 474 171 128
internal_count=4318164 804268 33541 17931 534 17397 2645 14752 2358 188 287 2170 504 420 106 53 14699 3494 1826 1668 71 1755 1474 828 167 661 187 474 171 128
is_linear=0
shrinkage=0.1


Tree=3209
num_leaves=31
num_cat=0
split_feature=5 2 6 3 1 5 0 5 5 1 0 2 1 2 0 1 1 1 3 3 5 2 2 0 4 3 1 1 3 2
split_gain=6.42046e+11 7.10061e+12 1.89018e+13 2.62849e+13 2.02615e+13 4.00301e+13 3.26565e+13 5.48641e+13 3.05514e+13 3.03264e+13 2.40908e+13 2.29215e+13 2.25826e+13 2.25167e+13 2.29647e+13 2.21942e+13 2.13346e+13 2.25806e+13 9.45047e+13 4.1311e+13 4.78932e+13 3.85365e+13 4.61427e+13 3.97572e+13 2.98986e+13 4.09099e+13 2.93428e+13 3.43261e+13 6.02096e+13 5.79545e+13
threshold=64.020000000000024 11.500000000000002 1.5000000000000002 12.500000000000002 30.434657650000002 70.00500000000001 59.846652800000008 69.015000000000015 79.730000000000018 30.468306550000005 59.916647550000008 12.500000000000002 103.85249100000001 16.500000000000004 59.950068600000009 30.362552800000003 41.950906500000009 44.660994650000006 14.500000000000002 18.500000000000004 128.92000000000004 16.500000000000004 14.500000000000002 56.281985950000006 3.5000000000000004 17.500000000000004 49.073956850000009 49.111504200000006 16.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 12 11 16 -10 -6 -12 -15 -9 -11 18 -18 20 -20 22 -21 -24 25 -22 -19 28 -28 -30
right_child=1 2 3 4 8 -7 -8 15 9 10 13 -13 -14 14 -16 -17 17 26 19 21 24 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=20.443554185836348 49.245631657328019 509.00641927491898 -12477.542147081534 24600.004789545295 -4008.9256518446382 -475.68565754772692 10150.473691406251 173096.37160156251 -91035.360319010419 -1651.606187047239 13116.88041294643 -17873.387608971585 31691.177253225949 149456.38857758621 28323.44676585478 55756.535937500004 155042.00484619141 -18898.138590403352 -17503.148455810548 32014.372809103261 222752.35461309526 2517.3287631436715 52950.088253173832 209830.9941964286 -9865.1978934151794 27620.725923295453 -56177.869977678572 2895.4657234386123 196780.46069078951 -4338.4350883152174
leaf_weight=3370694 790531 71729 2202 267 38850 5791 1420 40 48 21833 154 397 178 29 34 27 48 623 475 115 21 159 30 35 28 22 28 12295 38 23
leaf_count=3370694 790531 71729 2202 267 38850 5791 1420 40 48 21833 154 397 178 29 34 27 48 623 475 115 21 159 30 35 28 22 28 12295 38 23
internal_value=0 -72.7294 -687.141 -1694.05 -1407.99 3533 16768 44902.6 -1902 180.462 501.266 -25765 -3846.1 33720 84083.1 125810 299.76 3356.02 18383.4 10971.4 -6052.68 38390.8 70079.1 137424 70552.5 122918 2278.09 3343.4 65223.5 120949
internal_weight=0 947470 156939 85210 83008 7545 1754 334 75463 36435 35990 445 39028 217 63 67 35773 13940 933 885 546 339 180 65 71 43 13007 12384 89 61
internal_count=4318164 947470 156939 85210 83008 7545 1754 334 75463 36435 35990 445 39028 217 63 67 35773 13940 933 885 546 339 180 65 71 43 13007 12384 89 61
is_linear=0
shrinkage=0.1


Tree=3210
num_leaves=31
num_cat=0
split_feature=5 5 0 1 1 0 1 0 3 3 0 0 3 1 0 0 0 1 1 1 0 4 0 0 1 3 0 0 6 2
split_gain=6.27045e+11 5.92624e+12 2.94162e+13 6.01829e+13 3.36001e+13 2.60331e+13 2.10146e+13 2.64985e+13 2.09133e+13 2.61488e+13 3.24952e+13 3.82272e+13 2.88784e+13 2.45002e+13 3.13603e+13 2.92376e+13 2.33961e+13 6.36577e+13 5.96825e+13 2.17011e+13 2.06467e+13 2.03889e+13 2.42245e+13 1.98663e+13 1.83947e+13 1.82168e+13 2.92854e+13 2.6784e+13 2.15771e+13 2.34499e+13
threshold=87.395000000000024 86.02500000000002 59.755965500000009 82.911991800000024 39.047276750000002 59.834458500000004 82.91993380000001 55.055104550000003 7.5000000000000009 18.500000000000004 56.819808050000006 44.998833400000002 22.500000000000004 39.767857750000005 43.642715500000008 54.648549400000007 44.039893800000009 39.899261850000009 39.718803500000007 39.925119750000007 57.131524800000008 2.5000000000000004 57.117834900000013 55.07108800000001 39.032393150000004 15.500000000000002 56.911498950000002 57.147575200000006 1.5000000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 24 -4 7 -5 13 16 11 -11 -12 14 -6 19 17 18 -10 -15 -14 22 -17 -8 -3 26 -18 28 29 -28
right_child=-2 2 5 6 8 -7 23 -9 9 10 12 -13 20 15 -16 21 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.6363228818277848 -156.07576313465165 3802.184727952837 -51923.851045496325 26572.843709309895 165542.137625 -7008.5975355755381 -158.82957540695844 -55888.511848842078 15082.941477272727 104672.35208333335 133830.93832248263 9019.2307787333466 21625.972589881676 -96370.67099184783 41770.723091814165 43537.856089472582 20551.979756761633 2760.5403257656944 -193978.88372395834 3595.002922626878 128346.97897727274 23102.803196532113 142450.99335937502 20590.206758189714 -23210.611031747496 -2442.3434221819475 -18770.572841282898 17446.695903087511 -40892.866953549594 115005.30453125002
leaf_weight=4013628 242930 5174 136 54 25 2523 47217 140 22 45 45 584 103 23 113 123 1633 226 36 389 22 671 31 466 265 999 38 253 230 20
leaf_count=4013628 242930 5174 136 54 25 2523 47217 140 22 45 45 584 103 23 113 123 1633 226 36 389 22 671 31 466 265 999 38 253 230 20
internal_value=0 9.30388 982.657 1446.76 8091.76 -9305.88 -89.6856 -32935.4 13506.3 10042.4 26346.7 15862.5 65138.2 24228.1 64193.1 19769.6 6274.06 -21223.7 -114680 -1985.61 40408.9 30634.1 63448.9 43.9482 2486.06 8735.25 13871.6 -6293.01 -27147.7 27359
internal_weight=0 4.07523e+06 61606 58947 11070 2659 47877 194 5631 4256 799 629 170 1375 138 1237 3457 284 58 412 125 825 154 47683 5439 3173 2174 541 288 58
internal_count=4318164 4075234 61606 58947 11070 2659 47877 194 5631 4256 799 629 170 1375 138 1237 3457 284 58 412 125 825 154 47683 5439 3173 2174 541 288 58
is_linear=0
shrinkage=0.1


Tree=3211
num_leaves=31
num_cat=0
split_feature=0 0 4 1 5 5 3 1 5 2 5 5 5 1 1 0 0 3 0 2 5 1 1 0 4 1 0 0 2 5
split_gain=6.10748e+11 7.01177e+12 9.33835e+12 9.00961e+12 9.1236e+12 7.61602e+12 2.32241e+13 1.77568e+13 1.55337e+13 1.6842e+13 1.67164e+13 1.24296e+13 1.50308e+13 1.08803e+13 1.81606e+13 2.54039e+13 2.53354e+13 2.17501e+13 1.59039e+13 9.95594e+12 1.53887e+13 1.73005e+13 1.0029e+13 1.33287e+13 1.78242e+13 1.87481e+13 9.56764e+12 1.83516e+13 1.87311e+13 1.15499e+13
threshold=54.942865800000007 54.947737500000009 1.0000000180025095e-35 83.140147550000009 96.015000000000015 39.995000000000012 11.500000000000002 82.966612450000014 41.810000000000009 5.5000000000000009 87.395000000000024 43.405000000000008 44.905000000000008 82.959896850000021 82.97193200000001 54.945175000000006 54.943968150000011 10.500000000000002 54.947152850000002 8.5000000000000018 87.395000000000024 82.968597500000016 82.957885500000017 54.947152850000002 1.5000000000000002 82.97193200000001 54.943649450000002 54.943968150000011 13.500000000000002 56.205000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 13 10 -10 -11 -13 -7 15 16 17 -15 -17 20 -14 -22 -21 26 -25 -26 -24 28 29 -28
right_child=1 -3 3 -5 -6 8 7 -9 9 11 -12 12 19 14 -16 18 -18 -19 -20 22 21 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=55.366030131935418 914.6738900892484 10.825881386631512 -3124.4804849215825 27423.635793228837 -68614.591796875 -3032.2652853995387 46709.41999590474 6088.6016148653907 834.90364678088963 -7171.2711858896946 -12704.441962796825 61843.037795608107 -3545.1722746194373 33765.278277994796 -44.954168045572146 11757.878838440338 -6346.4798739499784 -4706.1917488098143 50391.533705610796 -12433.722211950502 -3903.9270853061871 56500.328756009614 -6654.4769394469786 -25036.262886718752 66284.372753906253 13499.754331851882 3887.644876736571 -1141.1738691846988 -12647.750485355109 16834.923826348979
leaf_weight=1363348 29787 2798789 23552 111 20 3187 155 352 34044 4886 937 37 24012 345 6731 3402 1793 256 110 670 99 91 2224 100 78 490 1416 15387 413 1342
leaf_count=1363348 29787 2798789 23552 111 20 3187 155 352 34044 4886 937 37 24012 345 6731 3402 1793 256 110 670 99 91 2224 100 78 490 1416 15387 413 1342
internal_value=0 -25.5458 -677.976 -1053.77 -1078.83 -1068.12 -2668.63 18507.2 -690.789 -1219.32 472.239 -2374.01 -1868.41 2189.2 3506.04 7553.06 -390.561 17378.1 12967.9 -1919.3 -3320.87 25026.5 -385.81 -9.48777 13894.4 20748.3 -456.402 286.378 7213.45 10187.6
internal_weight=0 2.95482e+06 156027 126240 126129 126109 24059 507 102050 86226 34981 51245 46359 15824 12637 5906 2394 601 3512 46322 24202 190 22120 21450 668 568 20782 18558 3171 2758
internal_count=4318164 2954816 156027 126240 126129 126109 24059 507 102050 86226 34981 51245 46359 15824 12637 5906 2394 601 3512 46322 24202 190 22120 21450 668 568 20782 18558 3171 2758
is_linear=0
shrinkage=0.1


Tree=3212
num_leaves=31
num_cat=0
split_feature=2 3 5 0 5 4 5 1 1 0 5 0 0 5 0 1 3 0 0 5 1 0 1 0 0 0 0 0 1 1
split_gain=6.48241e+11 5.22083e+12 1.13863e+13 2.39099e+13 1.63902e+13 2.78327e+13 1.95144e+13 3.08545e+13 2.88255e+13 2.21047e+13 1.85203e+13 3.35923e+13 4.56469e+13 7.61844e+13 4.55364e+13 3.64915e+13 2.79926e+13 2.44467e+13 8.01389e+13 3.47641e+13 3.18842e+13 6.00986e+13 5.03193e+13 2.6266e+13 4.47958e+13 2.42954e+13 2.3375e+13 2.32628e+13 2.25738e+13 3.09964e+13
threshold=5.5000000000000009 7.5000000000000009 79.730000000000018 60.693675950000006 84.030000000000015 1.0000000180025095e-35 87.00500000000001 30.315880100000005 37.275078000000001 60.042666650000008 132.05000000000004 55.039751500000008 44.678200800000006 116.06000000000002 55.025681450000008 56.022377500000012 6.5000000000000009 55.91302515000001 56.054485600000007 128.92000000000004 47.854228500000012 57.157092150000004 60.601268000000012 55.793358600000012 55.784980300000008 54.725565150000001 51.636650050000007 55.025681450000008 40.810045900000013 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 -9 10 11 12 28 14 15 16 26 19 -19 23 -20 22 -22 24 -13 -18 -14 -15 29 -8
right_child=1 -3 3 -5 5 6 9 8 -10 -11 -12 17 13 27 -16 -17 25 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-33.354654866173689 -332.15824131228715 65.413147441631139 -16784.490808092229 -60516.421041165864 -92147.472654813886 103250.58030348558 -33499.074364062501 -59421.340572415866 20145.963190064143 73166.032437711154 8367.8837421829157 -29378.318734741213 28247.517388650649 -26207.911896829046 163000.56825000001 -25076.17723533501 42865.057636394369 122733.87939680234 -27966.615130841965 -153904.98490625 43292.048514716575 112161.12736328127 -62829.435317238436 -72478.626744342677 101757.77052801725 115999.43661024305 -42326.486675347231 -139220.08437500001 -7561.6183181977613 -148251.51646012932
leaf_weight=2480138 21413 1811470 922 78 34 39 125 52 366 37 852 256 184 204 25 118 286 43 673 25 86 50 93 116 29 54 63 20 284 29
leaf_count=2480138 21413 1811470 922 78 34 39 125 52 366 37 852 256 184 204 25 118 286 43 673 25 86 50 93 116 29 54 63 20 284 29
internal_value=0 45.0071 -1346.96 -5572.1 -4725.97 -2042.42 -1296.84 18184.4 10247.6 -3734.67 -4521.75 -8496.41 2446.4 14716.5 30370.4 25667.2 35867.7 -19606.8 -10641.2 -39495.4 -16999.4 15231.6 -11843.7 -32362.6 -16034.6 54480.5 10246.9 -36298.3 -24278.9 -55108.3
internal_weight=0 1.83803e+06 26556 5143 5065 4143 4109 457 418 3652 3615 2763 1392 954 730 705 587 1371 945 426 902 229 179 401 285 340 247 224 438 154
internal_count=4318164 1838026 26556 5143 5065 4143 4109 457 418 3652 3615 2763 1392 954 730 705 587 1371 945 426 902 229 179 401 285 340 247 224 438 154
is_linear=0
shrinkage=0.1


Tree=3213
num_leaves=31
num_cat=0
split_feature=5 2 2 0 0 0 0 0 0 1 1 0 5 1 1 4 1 5 2 3 5 5 0 1 0 4 4 3 4 0
split_gain=6.18094e+11 3.2037e+12 1.17917e+13 2.0929e+13 4.98274e+13 4.07044e+13 3.58233e+13 4.89659e+13 4.30461e+13 1.06128e+14 3.04902e+13 2.79428e+13 2.87513e+13 6.28616e+13 3.32565e+13 2.84947e+13 2.99434e+13 2.97676e+13 2.24165e+13 2.089e+13 2.0544e+13 4.14846e+13 2.02584e+13 2.10886e+13 3.34355e+13 3.27671e+13 2.57835e+13 1.92033e+13 1.87079e+13 1.80155e+13
threshold=142.05000000000004 8.5000000000000018 10.500000000000002 55.141517900000004 55.784980300000008 55.820531900000013 45.059881250000011 45.047272400000004 45.254062050000009 38.975980350000007 38.969379750000009 56.831297550000009 177.02500000000003 56.249874400000003 60.628582700000003 3.5000000000000004 43.048525950000005 177.02500000000003 9.5000000000000018 10.500000000000002 150.04500000000004 225.45000000000002 47.249522000000006 82.933113850000026 55.025681450000008 3.5000000000000004 4.5000000000000009 11.500000000000002 3.5000000000000004 54.708501450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 20 -6 7 -3 9 10 -8 15 13 -13 -14 -7 -17 -18 -19 -15 -5 -22 -10 24 25 -24 -25 -4 -26 -27
right_child=1 2 27 4 5 11 8 -9 22 -11 -12 12 14 19 -16 16 17 18 -20 -21 21 -23 23 26 28 29 -28 -29 -30 -31
leaf_value=2.6264726648319101 -1284.990136662587 3629.9431669921878 -53559.494118303577 -7310.2390625000007 133541.10925000001 -77693.340168269235 -90874.182315340906 -149606.37187500001 -51271.466702008933 211481.60203488372 66442.616685267858 -21817.235753479006 46866.66355902778 54359.758996582037 -66857.123541666675 98518.322445913465 -43198.936312746067 95498.354113051479 -30728.778247070313 138814.38195518212 -127843.97778172349 13979.012578125003 -24980.647256645116 -46925.671821986609 182515.92997159093 85658.499426424052 53718.506093750002 -674.55770895105218 64169.40723805147 23850.567134081197
leaf_weight=4297453 15296 400 70 56 25 65 22 22 35 43 28 80 45 64 60 26 127 34 24 54 66 30 87 70 22 79 40 3590 34 117
leaf_count=4297453 15296 400 70 56 25 65 22 22 35 43 28 80 45 64 60 26 127 34 24 54 66 30 87 70 22 79 40 3590 34 117
internal_value=0 -544.983 1545.35 8284.27 -4269.03 8609.8 17784.1 -4358.68 33978.6 96288.9 -2776.77 3215.53 24182.2 46614.3 -18118.4 -19802.2 -1968.41 -16090.9 43266.4 93008.5 -55445.4 -83524.3 22005.7 27717.8 40062.9 26092.7 -10327.8 -1686.02 110663 48762.9
internal_weight=0 20711 5415 1755 756 604 999 422 577 93 50 579 303 198 105 276 211 185 58 118 152 96 484 449 339 283 110 3660 56 196
internal_count=4318164 20711 5415 1755 756 604 999 422 577 93 50 579 303 198 105 276 211 185 58 118 152 96 484 449 339 283 110 3660 56 196
is_linear=0
shrinkage=0.1


Tree=3214
num_leaves=31
num_cat=0
split_feature=0 5 5 5 5 3 6 2 2 5 2 1 2 1 3 3 2 0 5 6 4 1 3 1 0 2 4 2 5 5
split_gain=5.9809e+11 2.95721e+12 6.76882e+12 9.71293e+12 1.25908e+13 9.45517e+12 1.04898e+13 9.09473e+12 7.93236e+12 1.84771e+13 7.46435e+12 7.15939e+12 1.31446e+13 6.50081e+12 1.50897e+13 1.08953e+13 6.30551e+12 1.66156e+13 5.92544e+12 5.87327e+12 8.15932e+12 5.44803e+12 6.08652e+12 5.38116e+12 5.55372e+12 5.30109e+12 7.53129e+12 1.31572e+13 6.09138e+12 5.73707e+12
threshold=43.056445700000005 89.00500000000001 82.00500000000001 79.730000000000018 74.010000000000005 11.500000000000002 1.5000000000000002 8.5000000000000018 13.500000000000002 78.010000000000005 10.500000000000002 47.282206100000003 3.5000000000000004 47.554129950000011 9.5000000000000018 4.5000000000000009 9.5000000000000018 42.966471700000007 81.00500000000001 1.5000000000000002 2.5000000000000004 44.660994650000006 4.5000000000000009 47.554129950000011 42.966471700000007 12.500000000000002 2.5000000000000004 13.500000000000002 137.05000000000004 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 11 19 -10 16 12 -5 15 -15 -8 21 -18 23 20 -6 -4 -23 24 -13 -3 -27 28 -28 -29
right_child=-2 25 10 5 8 -7 13 -9 9 -11 -12 18 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=671.13036358247416 -3.226404927742371 2821.6232741191889 12310.742600661059 15819.021508789063 -6155.6483601445743 -7446.179993618236 55478.148527388141 89104.662100883157 -19929.681612723216 105917.52375000001 -29090.858360671999 74629.485052083328 116230.63934659092 8410.355740827521 81376.495636160718 -4130.7026354783129 65059.486193576391 -18698.914632812503 -13451.363076547475 -13460.073294189453 23160.256825186356 -28638.891834190803 -5449.8363618126214 2158.7372989430146 25015.581738817826 -51739.979329427086 -11914.688700457318 8835.5490030924484 -75347.921663411471 72583.149980468748
leaf_weight=20603 4285952 6280 156 32 736 272 33 23 28 20 128 30 22 149 35 433 45 50 52 1100 109 123 1419 68 91 42 41 48 24 20
leaf_count=20603 4285952 6280 156 32 736 272 33 23 28 20 128 30 22 149 35 433 45 50 52 1100 109 123 1419 68 91 42 41 48 24 20
internal_value=0 429.288 -50.3714 409.838 -63.0444 9026.98 13655.8 28538.7 -7652.71 32506.7 -5760.71 23816.6 56727.5 6374.62 22289.8 90.525 -4095.2 20976.1 16442.4 -8643.79 -2374.07 -5497.89 -7299.55 24667.2 37316.5 2343.24 -14823.8 -3166.04 -35336.2 27584.8
internal_weight=0 32212 25757 23836 22596 1240 968 318 1993 48 1921 295 54 650 184 466 1793 95 241 1945 845 1698 1542 189 121 6455 175 133 65 68
internal_count=4318164 32212 25757 23836 22596 1240 968 318 1993 48 1921 295 54 650 184 466 1793 95 241 1945 845 1698 1542 189 121 6455 175 133 65 68
is_linear=0
shrinkage=0.1


Tree=3215
num_leaves=31
num_cat=0
split_feature=5 3 4 4 3 2 3 4 0 0 2 2 2 3 2 0 0 1 0 0 0 0 1 1 1 1 1 1 4 0
split_gain=5.82249e+11 2.05724e+12 1.71588e+12 1.58012e+12 1.02848e+13 1.06969e+13 1.34724e+13 1.50978e+13 7.84373e+12 1.35804e+13 4.26183e+12 3.31722e+12 3.0135e+12 2.4335e+12 1.38323e+13 4.58328e+13 4.92989e+13 9.86913e+12 6.12031e+12 1.5701e+13 6.93258e+12 2.0194e+13 2.51556e+13 9.2827e+12 6.6868e+12 6.63391e+12 5.91919e+12 5.27849e+12 4.8114e+12 1.47681e+13
threshold=225.45000000000002 27.500000000000004 8.5000000000000018 5.5000000000000009 15.500000000000002 3.5000000000000004 4.5000000000000009 6.5000000000000009 47.208883950000008 55.755036050000008 23.500000000000004 24.500000000000004 21.500000000000004 3.5000000000000004 2.5000000000000004 54.920670650000005 55.751981950000008 86.067573200000012 45.067452850000002 50.565831500000009 54.986619450000006 55.212972300000011 60.58031445000001 82.981501350000016 49.964253350000007 43.94115175000001 38.969379750000009 39.726951800000002 1.0000000180025095e-35 55.099723300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 -5 -7 -10 12 -12 13 14 17 -16 -17 18 25 27 23 -22 -23 24 -21 26 -2 -20 29 -15
right_child=1 -3 -4 4 -6 8 -8 -9 9 -11 11 -13 -14 28 15 16 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.1541838644340094 -11608.578443287037 -24926.170884602863 -27868.094541015627 -41064.100078328454 67558.875390625006 21389.622306034486 90303.488362630218 54141.577923387093 -87762.94587402344 3001.0895802217374 58199.788722826088 3884.9538884943186 -36210.654545454548 83373.868576388893 132976.18604910714 -126646.81875000001 55485.375744047626 45372.043386627913 13307.23671875 -58352.628886718747 83441.66720252404 10828.138366807245 -86194.895549665191 -87029.270516304357 13415.336549831081 3983.0571555397728 -73926.244363839287 71798.643395657011 -647.47113958738385 -13352.756373355265
leaf_weight=4313902 27 30 20 36 27 29 24 31 32 34 23 22 22 27 35 23 42 43 27 20 26 113 35 23 37 44 35 36 3301 38
leaf_count=4313902 27 30 20 36 27 29 24 31 32 34 23 22 22 27 35 23 42 43 27 20 26 113 35 23 37 44 35 36 3301 38
internal_value=0 1168.24 1353.22 1491.98 9884.4 1512.29 26015 2986.29 -21958.7 -41005.7 1044.97 31645.9 696.702 903.203 6969.98 40716.8 -8961.4 -271.82 -4911.74 2043.94 -9039.83 2162.31 -12116.5 -33404.5 -11766.4 -25713.2 -46787.9 46730.9 -116.938 26826
internal_weight=0 4262 4232 4212 213 186 91 67 95 66 3999 45 3954 3932 566 100 65 466 423 317 254 174 148 80 57 106 62 63 3366 65
internal_count=4318164 4262 4232 4212 213 186 91 67 95 66 3999 45 3954 3932 566 100 65 466 423 317 254 174 148 80 57 106 62 63 3366 65
is_linear=0
shrinkage=0.1


Tree=3216
num_leaves=31
num_cat=0
split_feature=1 1 2 5 5 0 3 5 0 6 5 3 2 5 0 0 3 0 0 3 3 3 0 3 5 5 3 5 5 5
split_gain=5.725e+11 6.13571e+12 2.00724e+13 3.143e+13 2.13974e+13 1.91479e+13 1.80274e+13 2.10332e+13 1.60096e+13 1.96148e+13 4.51789e+13 3.25947e+13 5.30377e+13 4.12894e+13 3.53158e+13 3.48433e+13 2.5302e+13 3.66331e+13 3.13164e+13 4.3703e+13 2.35942e+13 1.07989e+14 6.09745e+13 3.49641e+13 2.65443e+13 8.94299e+13 9.39937e+13 5.55174e+13 3.99498e+13 3.12332e+13
threshold=37.457850350000008 37.436176200000013 4.5000000000000009 35.985000000000007 114.05000000000001 55.591389050000011 15.500000000000002 30.990000000000006 54.920670650000005 1.5000000000000002 39.025000000000013 19.500000000000004 5.5000000000000009 109.05000000000001 55.899899800000007 55.806974650000008 13.500000000000002 55.701368300000006 55.576287050000012 17.500000000000004 9.5000000000000018 14.500000000000002 55.576287050000012 12.500000000000002 80.815000000000012 93.00500000000001 15.500000000000002 76.730000000000018 83.010000000000005 60.610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -4 -8 -5 10 16 13 15 -11 -14 -13 -10 18 -18 -20 -12 22 -22 -24 27 26 -26 29 -28 -23
right_child=-2 2 3 8 5 -7 7 -9 9 11 20 12 14 -15 -16 -17 17 -19 19 -21 21 24 23 -25 25 -27 28 -29 -30 -31
leaf_value=35.135746394497019 -16.065173211311528 -1926.8871294630424 3694.4774858115848 -36905.774304199222 -131427.31923828126 -14036.082117069129 -2942.9993395796446 -30221.519993908572 2077.5223771158853 7673.6576404701909 -15904.30224669081 214539.90000000002 37508.979295091325 116991.32526785716 -33996.998301733998 41354.023735119052 5725.3815339265057 1184.3463929902523 137975.91032072369 35082.608870665666 19410.780785957424 -4851.6284272147268 40686.247282527045 142499.61499023438 236559.01777343752 -21264.912750632226 156588.61250000002 -46113.596025019106 11036.144988458807 17229.310897400483
leaf_weight=685966 3614531 6507 946 82 24 33 642 505 180 2692 706 26 438 35 82 21 54 109 95 73 174 2658 52 96 32 173 24 276 88 844
leaf_count=685966 3614531 6507 946 82 24 33 642 505 180 2692 706 26 438 35 82 21 54 109 95 73 174 2658 52 96 32 173 24 276 88 844
internal_value=0 82.5261 1922.57 4514.26 -2461.26 -63464 -6524.75 -14953.2 7078.59 7482.57 3898.57 13612.6 35428 9076.71 26233 137159 32252.4 48661.7 71972.6 93266.3 1070.39 3783.57 59543.9 106727 -600.995 27193.6 85411.1 -2933.15 42226 469.991
internal_weight=0 703633 17667 11103 6564 57 2093 1147 9010 8928 5634 3294 567 2727 520 47 511 331 222 168 5123 4417 322 148 4095 317 144 3778 112 3502
internal_count=4318164 703633 17667 11103 6564 57 2093 1147 9010 8928 5634 3294 567 2727 520 47 511 331 222 168 5123 4417 322 148 4095 317 144 3778 112 3502
is_linear=0
shrinkage=0.1


Tree=3217
num_leaves=31
num_cat=0
split_feature=5 4 3 2 0 5 0 1 5 2 1 1 5 3 1 1 0 0 3 1 3 5 5 3 2 2 0 3 1 1
split_gain=5.91512e+11 5.55114e+12 7.1506e+12 8.9191e+12 7.8405e+12 1.42526e+13 9.554e+12 9.08741e+12 1.3003e+13 1.08303e+13 6.60241e+12 5.60821e+13 1.64687e+13 1.74868e+13 2.96836e+13 3.86379e+13 3.12464e+13 2.30627e+13 1.92258e+13 1.69594e+13 1.67336e+13 5.38907e+13 1.8008e+13 1.92026e+13 3.68772e+13 2.02473e+13 1.72506e+13 1.56135e+13 1.97094e+13 2.2543e+13
threshold=34.010000000000012 1.5000000000000002 4.5000000000000009 13.500000000000002 53.37994195000001 13.050000000000002 55.826364100000013 60.55755580000001 28.035000000000004 18.500000000000004 37.869926150000005 37.832345550000007 31.795000000000005 10.500000000000002 37.620907050000007 37.615058950000012 55.842510000000011 55.601678500000013 25.500000000000004 37.726745000000001 22.500000000000004 33.395000000000003 32.005000000000003 15.500000000000002 8.5000000000000018 4.5000000000000009 55.751981950000008 11.500000000000002 30.243224600000001 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 5 -5 -6 8 9 -8 11 12 -1 -14 15 27 18 -16 20 -19 22 -22 -17 24 25 -24 -23 28 -15 -30
right_child=-2 2 3 4 6 -7 7 -9 -10 -11 -12 -13 13 14 17 16 -18 19 -20 -21 21 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=647.60658594152756 -16.453357966806372 1038.6003666804388 -3937.1026438787071 -3590.6886358963816 -18697.967476239541 83603.043359375006 -1923.9081676136366 58976.044511530949 17988.716825504045 -95182.098671875006 295.49931637730708 -11033.900471765077 -3268.9533893216312 -39933.270521763392 -3782.7004411501825 51584.315104166672 -120687.55146484375 9635.5653365439812 61586.820647321438 29687.488906363102 -108456.22444058643 -22163.995501077588 -61163.322364637585 -7857.4083550429932 18325.27366879112 -181277.51720448371 80180.9941576087 -530.58184437082139 71657.905141477953 13496.782968025029
leaf_weight=101554 3605602 5993 10104 38 127 37 33 39 223 20 534735 4842 27722 56 829 39 32 1293 28 626 81 58 36 328 38 23 23 23100 79 426
leaf_count=101554 3605602 5993 10104 38 127 37 33 39 223 20 534735 4842 27722 56 829 39 32 1293 28 626 81 58 36 328 38 23 23 23100 79 426
internal_value=0 83.2549 -1723.22 -3281.6 9529.29 39424.9 4456.51 13791.8 7407.08 -37115.7 126.38 -434.581 -106.375 -1503.2 303.413 -808.573 -24204.4 10155.5 -19483.5 16176.7 -23109.7 -50779.6 -13449 -19416.8 -58504.1 -107988 6896.93 -130.261 16353.5 22595.3
internal_weight=0 712562 16614 10621 517 75 442 315 276 53 695948 161213 156371 54817 27095 24347 686 2748 654 1919 626 162 464 425 97 59 81 23661 561 505
internal_count=4318164 712562 16614 10621 517 75 442 315 276 53 695948 161213 156371 54817 27095 24347 686 2748 654 1919 626 162 464 425 97 59 81 23661 561 505
is_linear=0
shrinkage=0.1


Tree=3218
num_leaves=31
num_cat=0
split_feature=5 1 3 5 5 3 0 5 1 3 0 0 0 1 1 1 1 0 0 3 2 1 1 0 1 0 1 1 1 1
split_gain=5.99224e+11 8.82999e+12 1.07741e+13 1.60187e+13 9.04686e+12 8.66706e+12 9.54669e+12 1.89177e+13 1.15837e+13 1.392e+13 1.18087e+13 9.59918e+12 1.02474e+13 1.25027e+13 1.12739e+13 7.74248e+12 7.73483e+12 7.51597e+12 7.21342e+12 6.85781e+12 7.01637e+12 6.68787e+12 1.11349e+13 2.64867e+13 9.85109e+12 3.43318e+13 8.22198e+12 6.54467e+12 9.01799e+12 1.2383e+13
threshold=31.010000000000002 39.032393150000004 8.5000000000000018 28.035000000000004 30.990000000000006 19.500000000000004 43.465905150000005 30.990000000000006 43.94115175000001 13.500000000000002 56.895161300000005 55.74310830000001 55.793358600000012 49.177301950000007 49.201680550000006 39.262370300000008 82.957885500000017 43.592450450000008 55.777112100000004 9.5000000000000018 4.5000000000000009 83.053286850000021 82.95335685000002 55.078308950000007 83.000022850000008 55.014170500000006 82.97193200000001 103.85249100000001 83.011163250000024 82.981501350000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 19 15 10 21 27 13 18 -15 -8 -7 -6 -13 -5 -21 22 -10 24 -24 -26 -25 28 29 -11
right_child=-2 2 3 5 17 16 8 -9 9 11 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=517.76689976714545 11.783051751324862 490.57555819669727 -189.0618313260793 25232.015234375001 -12280.117122305555 2284.1991914670079 -531.98201425956483 68035.679544503349 -277.73116757582801 -7545.6109900731044 -7785.8938353378517 21039.060695312503 -3338.8364323646656 80740.988638583105 17741.083486878641 -7529.6809557862716 -7735.4310015016545 -1245.4898925387834 -46227.435511363641 -69461.346756114144 872.95350506756756 -4208.1914349520475 13862.91378285047 -18755.537503961932 -23694.101727585567 19306.488677272569 -70071.384102470925 -30996.668250000002 1461.46748244425 -23354.970114991083
leaf_weight=140441 3925418 115343 62552 46 631 5283 1954 56 11625 3469 2110 25 4262 33 204 8286 902 28352 44 23 37 2929 1666 114 336 415 43 125 862 578
leaf_count=140441 3925418 115343 62552 46 631 5283 1954 56 11625 3469 2110 25 4262 33 204 8286 902 28352 44 23 37 2929 1666 114 336 415 43 125 862 578
internal_value=0 -117.769 -471.529 -1227.02 93.7016 -2656.27 -3204.64 21020.7 -3305.06 -2279.18 -727.064 -5388.9 -2069.73 15606.5 26513.2 -6194.38 822.969 -1485.73 -21855.5 -3817.35 -26088.5 142.513 1039.99 6991.22 9576.58 67.8757 -32810.2 -8400.81 -7825.45 -9803.53
internal_weight=0 392746 252305 107979 144326 45427 39242 162 39080 28840 19238 9602 4568 306 237 10240 6185 28983 69 106 60 17128 14199 2574 2417 751 157 5034 4909 4047
internal_count=4318164 392746 252305 107979 144326 45427 39242 162 39080 28840 19238 9602 4568 306 237 10240 6185 28983 69 106 60 17128 14199 2574 2417 751 157 5034 4909 4047
is_linear=0
shrinkage=0.1


Tree=3219
num_leaves=31
num_cat=0
split_feature=5 0 3 1 0 5 4 4 1 0 0 2 3 1 1 1 2 0 2 0 4 3 0 1 0 0 4 4 1 0
split_gain=6.17799e+11 3.68627e+12 6.2726e+12 6.01159e+12 5.2127e+12 7.20182e+12 6.82116e+12 6.85005e+12 7.88698e+12 5.85161e+12 6.01245e+12 1.46368e+13 9.0889e+12 5.47596e+12 7.61369e+12 6.39826e+12 7.44736e+12 5.88361e+12 4.98819e+12 4.81165e+12 5.36061e+12 9.34517e+12 5.34405e+12 4.65141e+12 6.83736e+12 8.65005e+12 6.80053e+12 4.5437e+12 4.32859e+12 4.30068e+12
threshold=22.030000000000005 57.131524800000008 2.5000000000000004 37.214886200000009 57.178027650000011 18.050000000000004 4.5000000000000009 2.5000000000000004 30.278357500000002 63.563300600000012 59.963407450000012 3.5000000000000004 8.5000000000000018 30.578016350000002 30.278357500000002 30.315880100000005 2.5000000000000004 59.904813200000007 9.5000000000000018 44.732363600000006 1.5000000000000002 3.5000000000000004 55.924336300000007 37.39371280000001 55.885524800000006 55.851332700000007 1.0000000180025095e-35 1.0000000180025095e-35 33.101335500000005 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 19 5 -4 7 13 -9 10 11 28 -12 14 -6 16 17 -16 -15 -1 -21 -22 -23 24 25 -5 -27 -18 -10 -28
right_child=-2 2 4 23 6 -7 -8 8 9 -11 12 -13 -14 18 15 -17 27 -19 -20 20 21 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-29910.626424631479 5.2271602449496166 13321.575931419517 -2960.3949581933339 -6034.1586596849911 3687.9724626774778 -14762.75956639801 51054.297625000007 -68883.009490740747 53579.34115767046 -62945.224257812501 -8247.9552364864867 -48333.635373263889 75423.486171875003 3598.3852182780852 -49449.480287388396 -3102.3303179963909 -22174.483874117945 -2070.2555129781585 -8466.7116952554279 10466.606785728463 32435.248891129031 -8866.8030859374994 -63694.041064453129 43.258809674702491 -39643.595319733802 21561.836858652707 -29806.041117037264 -70408.511532738092 -1644.6369982910157 14796.650171723239
leaf_weight=34 4237242 265 1895 2008 1347 711 25 27 22 20 37 72 20 3117 28 3263 279 410 385 1021 31 40 32 65412 54 217 52 21 40 37
leaf_count=34 4237242 265 1895 2008 1347 711 25 27 22 20 37 72 20 3117 28 3263 279 410 385 1021 31 40 32 65412 54 217 52 21 40 37
internal_value=0 -273.705 -1892.49 7.7002 -2236.52 -6180.46 -1108.69 -1252.19 -17993.7 -11481.9 -6093.02 -17664.6 21110.4 -801.963 -2814.86 -5004.14 -13412.8 -5099.06 2271.98 7152.03 8273.15 -13469.8 -33234.5 -114.358 -4468.27 -3647.41 12014.6 -25550.9 17951 -11263.3
internal_weight=0 80922 11984 68938 11719 2606 9113 9088 238 211 191 134 57 8850 5348 4001 738 438 3502 1158 1124 103 72 67780 2368 2314 306 300 62 89
internal_count=4318164 80922 11984 68938 11719 2606 9113 9088 238 211 191 134 57 8850 5348 4001 738 438 3502 1158 1124 103 72 67780 2368 2314 306 300 62 89
is_linear=0
shrinkage=0.1


Tree=3220
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 3 3 5 3 3 0 0 0 1 5 2 1 5 1 1 6 0 0 2 2 1 1 0 0 0
split_gain=5.95523e+11 5.41014e+12 1.83795e+13 1.57856e+13 1.57195e+13 1.28525e+13 1.93633e+13 1.207e+13 1.55252e+13 1.43079e+13 2.20166e+13 4.70207e+13 6.1017e+13 1.78634e+13 1.78199e+13 1.47088e+13 1.361e+13 2.36071e+13 2.95489e+13 1.65225e+13 2.08629e+13 2.78305e+13 2.36356e+13 2.0196e+13 1.65988e+13 1.9442e+13 1.92171e+13 1.8441e+13 2.31533e+13 1.58784e+13
threshold=34.010000000000012 36.515000000000008 37.869926150000005 30.160599000000001 78.608766650000021 15.500000000000002 14.500000000000002 35.505000000000003 21.500000000000004 4.5000000000000009 55.535913550000011 55.784980300000008 55.762622900000004 30.388336800000001 36.005000000000003 1.5000000000000002 37.503486000000002 36.005000000000003 37.542000650000013 37.726745000000001 1.5000000000000002 55.801980100000009 55.708120100000009 8.5000000000000018 12.500000000000002 37.615058950000012 37.615058950000012 55.695992150000002 55.769960200000007 55.924336300000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -5 9 10 -9 12 14 15 -12 -13 -11 29 -19 20 21 22 -20 -24 26 -26 27 -22 -29 -18
right_child=1 -3 4 7 -6 -7 -8 8 -10 16 11 13 -14 -15 -16 -17 17 18 19 -21 24 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=83.536653326599492 -6080.8414504459297 14.095738495636011 -1670.4269728148972 -83.003863954407507 1022.2173954068254 6288.890384611962 -43890.522230302529 -5845.2868800507722 6092.3279202931408 2493.3344912178909 18417.572061298077 89608.685891788569 228114.30929008155 2359.6933646628386 120834.81338315218 17689.189032999675 2788.4491331316799 -36924.488352757508 -16604.800844264675 8652.6249447730279 683.16304546155425 -7542.7457224230566 -50661.336694130783 -130623.18533793604 -88029.111641652969 15272.292075892859 -7913.7898634064513 139516.948125 34287.086472486415 -14606.500720544765
leaf_weight=712562 3440 3393752 114931 34567 26722 823 141 407 9152 13618 65 47 23 434 23 72 4620 380 148 527 76 513 119 43 38 35 195 30 69 592
leaf_count=712562 3440 3393752 114931 34567 26722 823 141 407 9152 13618 65 47 23 434 23 72 4620 380 148 527 76 513 119 43 38 35 195 30 69 592
internal_value=0 -16.509 -506.785 816.355 -1162.48 -4979.77 -7569.58 1204.33 2629.4 1193.66 12468 23693.2 83089.8 11771 45185.7 46094.4 618.744 -2838.02 -11594.3 -6225.89 -12419.4 -21837.7 -45493.6 -71885.8 5077.82 -38501 13675.8 37732.8 66174.9 812.661
internal_weight=0 3.6056e+06 211850 70197 141653 4404 3581 65793 31226 22074 1071 664 111 553 88 119 21003 7385 2173 1793 1266 823 310 162 443 73 370 175 99 5212
internal_count=4318164 3605602 211850 70197 141653 4404 3581 65793 31226 22074 1071 664 111 553 88 119 21003 7385 2173 1793 1266 823 310 162 443 73 370 175 99 5212
is_linear=0
shrinkage=0.1


Tree=3221
num_leaves=31
num_cat=0
split_feature=1 1 5 0 5 2 4 5 0 5 5 5 0 5 5 0 5 0 2 6 5 5 0 6 2 5 2 5 5 3
split_gain=5.89925e+11 2.66517e+12 6.42293e+12 5.6169e+12 3.68237e+12 3.75719e+12 8.74369e+12 5.57327e+13 8.21132e+12 1.68357e+13 6.37502e+12 5.89754e+12 9.63172e+12 5.45348e+12 8.68305e+12 9.52213e+12 4.43576e+12 1.23774e+13 1.1453e+13 7.86692e+12 5.17608e+12 1.4286e+13 5.40964e+12 2.72152e+13 5.24535e+12 4.98656e+12 4.96441e+12 6.54798e+12 4.39758e+12 4.36156e+12
threshold=83.000022850000008 83.002084650000015 87.395000000000024 54.942865800000007 22.030000000000005 2.5000000000000004 1.5000000000000002 58.005000000000003 55.014086100000007 33.395000000000003 48.910000000000004 32.910000000000004 55.014170500000006 58.755000000000003 63.005000000000003 55.014086100000007 58.605000000000011 55.012873400000011 9.5000000000000018 1.5000000000000002 87.00500000000001 64.805000000000021 55.014086100000007 1.5000000000000002 5.5000000000000009 58.040000000000006 3.5000000000000004 63.005000000000003 86.810000000000016 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 29 9 -6 -11 12 -10 -9 15 -15 25 18 19 26 21 22 23 -19 -24 -7 27 -18 -23 -8
right_child=1 -3 -4 4 5 16 7 13 11 10 -12 -13 -14 14 -16 -17 17 20 -20 -21 -22 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=13.903024196582699 -16377.011936763296 -22.571988277385032 -28223.840165441175 15103.657081397803 34708.688051679055 -643.6438616315404 14215.824047851564 -11998.734239400876 13693.948465103051 -4072.2966001998548 4032.3333415517518 -4132.7867303027369 -12049.528797485931 21809.19180767117 13.582414438367032 -5117.9757483657522 19030.434056969028 26524.834060689158 -17339.368410852716 -3149.5269463614445 506.68182367351528 -36614.600164886935 -2602.0729760404811 -7643.2487040958295 -9832.7248730432766 42352.434642650464 11914.334478081597 -9687.3305477528102 -5729.0963802083334 40977.586014636079
leaf_weight=3782924 228 480012 85 148 155 27876 72 314 467 1505 2733 6306 211 398 4235 196 113 302 258 823 1286 199 1592 1022 2713 27 1242 267 60 395
leaf_count=3782924 228 480012 85 148 155 27876 72 314 467 1505 2733 6306 211 398 4235 196 113 302 258 823 1286 199 1592 1022 2713 27 1242 267 60 395
internal_value=0 -98.2626 -756.125 -713.785 -648.753 -691.322 543.899 3774.78 -1049.25 2338.13 1154.21 -3179.94 5682.34 771.311 1601.67 12924.1 -1246.71 -3067.95 2699.19 4813.69 -5240.88 -6496.2 -5439.61 150.377 -7158.81 -602.039 8854.21 -1147.57 -29459.7 36851.6
internal_weight=0 535240 55228 55143 54915 54767 16987 5610 11377 4393 4238 6984 678 5143 4829 594 37780 9877 2703 2445 7174 5888 5629 1324 4305 27903 1622 380 259 467
internal_count=4318164 535240 55228 55143 54915 54767 16987 5610 11377 4393 4238 6984 678 5143 4829 594 37780 9877 2703 2445 7174 5888 5629 1324 4305 27903 1622 380 259 467
is_linear=0
shrinkage=0.1


Tree=3222
num_leaves=31
num_cat=0
split_feature=3 0 1 3 3 3 6 3 1 4 5 2 2 5 5 5 2 5 2 3 2 2 5 5 4 5 2 5 5 5
split_gain=5.9707e+11 5.20851e+12 1.30872e+13 4.13898e+13 6.92056e+13 4.49593e+13 6.81637e+13 7.58419e+13 1.04932e+14 6.56747e+13 1.0406e+14 1.24248e+14 5.95842e+13 9.37586e+13 6.50987e+13 6.2732e+13 5.82371e+13 6.92431e+13 5.42055e+13 4.45117e+13 4.41347e+13 4.39859e+13 6.18478e+13 4.27246e+13 7.74652e+13 5.70103e+13 4.43564e+13 4.20351e+13 7.3367e+13 5.12993e+13
threshold=10.500000000000002 43.592450450000008 39.726951800000002 15.500000000000002 16.500000000000004 13.500000000000002 1.5000000000000002 12.500000000000002 39.718803500000007 2.5000000000000004 109.05000000000001 11.500000000000002 10.500000000000002 60.905000000000008 39.995000000000012 47.815000000000005 11.500000000000002 74.610000000000014 11.500000000000002 17.500000000000004 6.5000000000000009 6.5000000000000009 53.705000000000005 30.990000000000006 1.5000000000000002 45.610000000000007 11.500000000000002 85.91500000000002 77.715000000000018 63.855000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 27 6 -2 8 20 12 11 -11 14 18 -7 -16 17 -10 -14 23 -8 22 -17 -6 25 -25 -26 28 29 -5
right_child=1 -3 -4 4 19 9 7 -9 16 10 -12 -13 13 -15 15 21 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=28.950369839065754 37166.688106381793 -65.171465367983416 3130.3849965748877 -84694.847684706139 -94196.958854166674 -36800.841944444452 246932.12343750001 -109549.98806984031 -32412.477023288895 -254701.88607954548 86709.018402777787 52099.891051136365 -131175.09901928192 157131.98611111109 167315.26623071599 149781.28455078125 -183493.7731534091 92423.870638020846 15696.059194155094 -14681.524609136686 45793.298567708334 104943.60261847528 -57143.064158278255 71791.462442835371 41194.500158514493 268494.39259510871 -114275.80021875001 16279.850795990567 -240608.0900841346 58473.113958333328
leaf_weight=2688514 246 1614339 12645 151 21 45 20 91 345 33 36 22 47 27 79 20 22 51 54 922 24 91 52 41 69 23 25 53 26 30
leaf_count=2688514 246 1614339 12645 151 21 45 20 91 345 33 36 22 47 27 79 20 22 51 54 922 24 91 52 41 69 23 25 53 26 30
internal_value=0 -47.7609 1787.95 -4579.28 -16780.2 8145.2 -6625.67 -26106.5 -9670.71 31469.2 -45466.4 -131981 48339.4 -8399.05 73644.3 94181.7 -25132.9 -16335.1 -52649.9 -5822.12 137220 58736.5 335.922 39811.2 57622.4 142482 -153.984 -63183.5 -83529.2 -60965.4
internal_weight=0 1.62965e+06 15311 2666 1361 1305 799 553 462 506 91 55 415 128 287 242 418 396 101 1101 44 163 72 179 158 64 94 260 207 181
internal_count=4318164 1629650 15311 2666 1361 1305 799 553 462 506 91 55 415 128 287 242 418 396 101 1101 44 163 72 179 158 64 94 260 207 181
is_linear=0
shrinkage=0.1


Tree=3223
num_leaves=31
num_cat=0
split_feature=0 5 5 2 2 1 4 6 4 3 3 1 1 2 5 1 3 5 1 4 3 4 3 5 6 1 3 2 1 1
split_gain=5.98546e+11 6.00194e+12 2.70724e+13 4.2793e+13 3.11052e+13 1.86557e+13 1.23686e+13 1.5836e+13 1.13939e+13 1.12713e+13 2.97552e+13 2.90238e+13 1.58037e+13 2.64465e+13 2.55601e+13 2.04346e+13 2.09538e+13 1.77269e+13 1.64613e+13 1.50437e+13 1.94447e+13 1.26286e+13 1.60008e+13 2.02856e+13 1.95808e+13 1.46772e+13 2.85445e+13 2.46358e+13 1.48114e+13 1.29249e+13
threshold=44.580511600000001 161.85000000000002 177.02500000000003 7.5000000000000009 6.5000000000000009 39.718803500000007 4.5000000000000009 1.5000000000000002 6.5000000000000009 6.5000000000000009 7.5000000000000009 44.083877800000003 39.925119750000007 14.500000000000002 225.45000000000002 43.574807850000006 9.5000000000000018 225.45000000000002 45.148007750000012 1.5000000000000002 9.5000000000000018 1.5000000000000002 4.5000000000000009 225.45000000000002 1.5000000000000002 39.899261850000009 3.5000000000000004 3.5000000000000004 43.048525950000005 43.808567100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 7 -5 -1 21 11 -11 13 17 15 -14 -17 -12 -18 -16 -21 29 25 24 -24 26 -23 28 -27 -4
right_child=-2 2 9 6 -6 -7 -8 -9 -10 10 12 -13 14 -15 19 16 18 -19 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-242.8681300297485 7.0007889414664861 130275.54320652173 -98460.749395161285 -73745.639732142852 178059.10304687501 33597.436610099336 -92405.528385416663 33492.337597656253 -54300.985011017627 173947.25892857145 -105107.18082386366 14478.278 124255.83912037036 42588.746368408203 66042.617109375002 90258.517371323542 -79488.503125000003 3226.372622282609 27362.997418478262 -71772.857130681819 7935.8275928442035 112313.97435599664 24605.809544836957 1307.1786586707749 -79944.505894941161 -83420.190210171408 -8147.787834821429 82937.738867187509 -4096.2792519531249 -7860.8984619140629
leaf_weight=146168 4170694 23 31 21 20 151 21 40 39 21 44 25 27 32 20 34 21 23 46 55 69 37 23 142 81 29 42 28 125 32
leaf_count=146168 4170694 23 31 21 20 151 21 40 39 21 44 25 27 32 20 34 21 23 46 55 69 37 23 142 81 29 42 28 125 32
internal_value=0 -197.994 6665.99 34352.4 59952.2 46376.7 -26213.2 -3425.65 -257.288 -1076.09 11417.8 87279.3 2011.82 -32198.7 14463.4 46977.6 26319.1 -67918.1 -6127.77 -14438.1 -27418.8 -10216.4 -4969.44 -23268.1 -56822.8 12277.6 48271 -3345.95 -19033.9 -52441.8
internal_weight=0 147470 1263 276 194 174 82 61 146207 987 417 46 371 99 272 128 101 67 67 144 124 570 507 246 104 261 79 182 154 63
internal_count=4318164 147470 1263 276 194 174 82 61 146207 987 417 46 371 99 272 128 101 67 67 144 124 570 507 246 104 261 79 182 154 63
is_linear=0
shrinkage=0.1


Tree=3224
num_leaves=31
num_cat=0
split_feature=5 0 0 4 6 4 1 1 3 3 2 4 0 3 0 0 2 0 0 1 0 5 1 2 2 2 1 2 4 0
split_gain=6.78467e+11 3.15919e+12 9.30469e+12 9.04746e+12 8.55709e+12 7.86666e+12 9.03112e+12 1.68541e+13 7.91129e+12 1.17431e+13 7.75007e+12 8.06502e+12 6.98567e+12 5.65158e+12 5.4726e+12 4.79554e+12 3.80021e+12 3.73224e+12 2.67707e+13 1.65041e+13 2.97812e+13 4.75009e+13 1.67501e+13 2.54724e+13 4.74484e+13 1.30806e+13 1.16998e+13 1.40378e+13 2.60442e+13 4.54348e+13
threshold=142.05000000000004 60.035045000000004 60.052595500000002 3.5000000000000004 1.5000000000000002 1.5000000000000002 30.160599000000001 30.434657650000002 2.5000000000000004 8.5000000000000018 4.5000000000000009 4.5000000000000009 60.042666650000008 9.5000000000000018 61.674413550000004 60.029906750000002 4.5000000000000009 57.117834900000013 57.057093650000006 65.565203050000022 57.147575200000006 177.02500000000003 65.58467570000002 4.5000000000000009 5.5000000000000009 3.5000000000000004 65.551978750000004 7.5000000000000009 3.5000000000000004 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 -3 -4 -6 -7 -8 -9 10 11 14 -5 16 -10 17 -11 18 -2 26 21 22 23 -21 -25 -22 27 -19 29 -29
right_child=1 2 4 12 5 6 7 8 9 13 -12 -13 -14 -15 -16 -17 -18 19 -20 20 25 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=2.7517561752317921 -683.91152208533458 -83747.508216145841 -56432.366174768518 -55417.536643066414 56050.370156249999 -47886.623766447374 82365.245468750014 42213.517993164067 -73001.726802884616 12760.533084239132 -73783.175176411285 21861.008571428574 25391.396841032609 -12729.828042140152 -11235.741627502442 42526.768629807695 70245.541389266305 6025.5993374989448 -47694.155208600161 61374.928706173785 15741.120937500002 146892.29726562501 83345.258398437509 -166826.07724609377 21048.7451410061 -93760.157942708349 -22629.814380496231 57217.719287997163 -30175.881580492616 -48235.659824218754
leaf_weight=4297453 17111 30 27 20 25 38 25 32 26 23 31 35 23 33 32 26 23 2128 122 41 20 38 32 20 41 24 199 110 311 65
leaf_count=4297453 17111 30 27 20 25 38 25 32 26 23 31 35 23 33 32 26 23 2128 122 41 20 38 32 20 41 24 199 110 311 65
internal_value=0 -570.979 -9124.33 -41599.6 -2350.91 2169.83 -2350.35 4304.95 -3999.34 -11284.1 -30481.7 -16047.9 -12194.2 18848.8 -38923.9 -392.643 41503 -447.717 -1016.72 2789.52 29427.7 48208.2 20223.1 420.089 -40549.6 -43986.8 744.072 2523.49 -12810.8 18049.3
internal_weight=0 20711 423 73 350 323 298 260 235 203 124 93 43 79 58 20288 46 20262 17233 3029 216 172 134 102 61 44 2813 2614 486 175
internal_count=4318164 20711 423 73 350 323 298 260 235 203 124 93 43 79 58 20288 46 20262 17233 3029 216 172 134 102 61 44 2813 2614 486 175
is_linear=0
shrinkage=0.1


Tree=3225
num_leaves=31
num_cat=0
split_feature=3 0 0 5 1 0 1 3 5 0 1 1 0 5 1 6 1 0 3 1 5 5 6 5 5 0 0 4 0 5
split_gain=5.8373e+11 4.8079e+12 1.80772e+13 2.02661e+13 4.4591e+13 4.0162e+13 2.13842e+13 2.28909e+13 2.07653e+13 1.80788e+13 1.79566e+13 2.21001e+13 1.54369e+13 2.42837e+13 1.46568e+13 1.5865e+13 1.44923e+13 1.41773e+13 1.71307e+13 1.98213e+13 1.5821e+13 1.19183e+13 1.98412e+13 2.01023e+13 1.88671e+13 1.77793e+13 2.59097e+13 1.75192e+13 2.44428e+13 4.46918e+13
threshold=4.5000000000000009 51.83362145000001 47.249522000000006 96.015000000000015 37.516458750000005 51.369916400000001 39.188277450000008 1.5000000000000002 105.35000000000001 47.425481600000005 41.950906500000009 43.574807850000006 51.67657710000001 61.845000000000006 40.247294600000011 1.5000000000000002 39.630124250000001 47.272352350000006 2.5000000000000004 39.767857750000005 49.995000000000012 75.750000000000014 1.5000000000000002 94.040000000000006 99.555000000000021 60.063729500000008 59.982527000000012 2.5000000000000004 55.110554300000004 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 -6 -7 -8 -9 14 12 -12 -11 -14 15 16 -4 -17 -19 -20 -21 -3 23 -23 -24 26 -25 28 29 -26
right_child=-2 21 3 4 5 6 7 8 -10 10 11 -13 13 -15 -16 17 -18 18 19 20 -22 22 24 25 27 -27 -28 -29 -30 -31
leaf_value=-126.47788924176812 11.293717994708464 -126.7661353986749 -28179.531170457412 144205.91646205357 -933.0426321508678 -20619.634244791669 -19026.817490552821 153379.32934027779 62439.785243317019 -3666.6296268857377 20696.094589511355 2186.0898180240674 4495.7385696956089 61954.962653142764 -20507.818428636634 2719.6711981402805 5651.9841065657774 4358.038151190226 13948.822846797619 18874.042692912128 55222.676168633305 11584.559297327882 -5271.75213508253 -4215.2536494601991 -108066.31510881695 77400.391977163468 -111309.2137228261 2179.1350250774353 -5234.9540644709532 10635.127256196121
leaf_weight=97128 3945856 229825 217 28 438 30 23 36 83 7141 796 3401 448 88 184 1786 304 1212 1585 238 241 1906 16208 1270 70 26 23 7022 493 58
leaf_count=97128 3945856 229825 217 28 438 30 23 36 83 7141 796 3401 448 88 184 1786 304 1212 1585 238 241 1906 16208 1270 70 26 23 7022 493 58
internal_value=0 -119.695 416.464 3301.46 20810.4 15146.4 56092.7 72299.6 89950.9 2668.24 437.233 5696.68 -2438.1 13929.3 7261.77 8176.98 -8439.07 9887.17 13794.7 19336 37162.2 -360.552 -2344.96 5016.77 -3340.38 -4473.9 -6120.25 755.364 -15344 -54279.7
internal_weight=0 372308 115407 18279 638 610 172 142 119 17641 11874 4197 7677 536 5767 5583 521 5062 3276 2064 479 256901 27076 3225 23851 1319 1293 7643 621 128
internal_count=4318164 372308 115407 18279 638 610 172 142 119 17641 11874 4197 7677 536 5767 5583 521 5062 3276 2064 479 256901 27076 3225 23851 1319 1293 7643 621 128
is_linear=0
shrinkage=0.1


Tree=3226
num_leaves=31
num_cat=0
split_feature=5 2 3 3 1 2 0 0 1 1 2 0 0 0 0 0 0 1 1 0 5 1 1 1 0 2 2 0 1 5
split_gain=5.88999e+11 3.16773e+12 1.08563e+13 6.39835e+13 4.06174e+13 2.11256e+13 1.21484e+13 1.72391e+13 1.59844e+13 1.1163e+13 9.86904e+12 1.68311e+13 4.08939e+13 3.27944e+13 2.84659e+13 3.98655e+13 3.4822e+13 8.60028e+13 2.46702e+13 2.42197e+13 4.01385e+13 2.30997e+13 4.06817e+13 5.09844e+13 3.17996e+13 2.55349e+13 2.2941e+13 2.50562e+13 1.9167e+13 2.5195e+13
threshold=142.05000000000004 8.5000000000000018 19.500000000000004 21.500000000000004 82.926290250000008 6.5000000000000009 45.03656895000001 56.838612000000005 30.425002000000003 60.611165000000007 10.500000000000002 55.141517900000004 55.784980300000008 55.820531900000013 45.059881250000011 45.047272400000004 45.254062050000009 38.975980350000007 38.969379750000009 56.802385350000009 150.04500000000004 65.58467570000002 60.611165000000007 59.76223980000001 60.017447350000005 9.5000000000000018 9.5000000000000018 57.147575200000006 37.832345550000007 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -5 9 -9 -8 11 14 -13 -14 15 -3 17 18 -16 28 26 22 23 24 -22 -24 -21 -28 -15 -30
right_child=1 10 3 4 -6 -7 7 8 -10 -11 -12 12 13 19 16 -17 -18 -19 -20 20 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=2.5639081731793656 -1690.1881009899716 3700.5825083007812 62072.810607489228 -67874.000597831531 131431.62859375001 175330.79169497284 -4464.54661847015 -16955.930142850655 -123393.49754464287 57584.496621621627 -1409.6550879640008 -49908.07368678043 120258.92725000001 69045.105970982157 -81714.122096946026 -134564.77017045455 19898.273303878406 190406.52589026163 59793.88811383929 24719.256673728814 -50578.219805094406 91319.578668478265 -109449.9502704327 152602.40456250001 76957.409119073287 -7167.8193614130432 183401.0898726852 49534.935937500006 -82248.064429450766 -7470.1881602112671
leaf_weight=4297453 14921 400 58 39 20 23 134 43 21 37 3660 152 25 21 22 22 484 43 28 59 60 23 52 25 29 46 27 29 66 142
leaf_count=4297453 14921 400 58 39 20 23 134 43 21 37 3660 152 25 21 22 22 484 43 28 59 60 23 52 25 29 46 27 29 66 142
internal_value=0 -532.001 -1267.84 15537 -6144.37 94232.5 -16186.4 -7608.47 -51880.8 8961.27 1546.56 7711.66 -3545.77 8121.56 16230.8 -3507.56 30666.8 86709.7 -2469.64 3279.71 19823.3 -3866.53 -14193.3 26422.2 -9021.67 -61440 68232.9 114078 -22005.2 -31197.8
internal_weight=0 20711 15296 375 294 81 274 235 64 171 5415 1755 756 604 999 422 577 93 50 579 350 235 212 114 89 98 115 56 229 208
internal_count=4318164 20711 15296 375 294 81 274 235 64 171 5415 1755 756 604 999 422 577 93 50 579 350 235 212 114 89 98 115 56 229 208
is_linear=0
shrinkage=0.1


Tree=3227
num_leaves=31
num_cat=0
split_feature=5 3 3 4 2 1 2 1 1 1 3 2 4 0 0 0 2 1 2 4 1 3 1 1 0 0 1 0 1 1
split_gain=6.69201e+11 1.86827e+12 1.70714e+12 4.54278e+12 2.58373e+12 7.71686e+12 4.16919e+12 2.99405e+12 2.19332e+12 1.97979e+13 9.68871e+12 4.0552e+13 1.2004e+13 8.74095e+12 8.31407e+12 7.34759e+12 6.82222e+12 6.44936e+12 7.26394e+12 6.39943e+12 1.03862e+13 1.35581e+13 9.72799e+12 9.977e+12 7.89947e+12 1.69362e+13 1.16557e+13 7.72161e+12 7.19747e+12 9.83162e+12
threshold=225.45000000000002 32.500000000000007 24.500000000000004 3.5000000000000004 17.500000000000004 39.071052600000009 19.500000000000004 38.950530550000003 39.863684800000009 39.899261850000009 3.5000000000000004 2.5000000000000004 4.5000000000000009 55.518428350000008 45.133160800000006 47.249522000000006 15.500000000000002 39.032393150000004 2.5000000000000004 2.5000000000000004 47.473138800000008 3.5000000000000004 50.227799100000006 54.845880150000006 55.050600750000008 54.194619400000008 82.945329900000004 44.226894250000008 49.073956850000009 47.554129950000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 -6 -8 10 -10 11 12 14 -14 -2 -16 19 -12 -19 20 21 27 28 -24 25 -25 -27 -11 29 -22
right_child=1 -3 3 -5 5 -7 7 -9 9 16 17 -13 13 -15 15 -17 -18 18 -20 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.2373715318574072 -67689.902580492417 28509.076625000002 12648.87791819853 -37360.387389823722 67066.264437500009 -27799.010770089284 -11705.204985119048 37874.685129310346 91112.523625000002 -63034.535693359379 -2420.3955789514971 100069.09041270381 73362.249414062506 -14571.696562500001 34082.481973379632 -32476.288251442133 47628.654553222659 15670.059394054879 -31305.030749731006 -2051.0334130059341 -65593.851386718758 34403.23189874633 42001.467455357146 10375.468658869126 12458.864254651751 -99963.906396484381 -7774.1353271484377 11049.203165031882 -55192.988115026594 16085.134049551827
leaf_weight=4313902 33 25 34 39 25 28 21 29 25 24 859 46 26 20 27 43 32 41 167 1892 20 234 70 85 224 32 24 34 47 56
leaf_count=4313902 33 25 34 39 25 28 21 29 25 24 859 46 26 20 27 43 32 41 167 1892 20 234 70 85 224 32 24 34 47 56
internal_value=0 1252.44 1091.62 -14068.4 1357.39 16998.5 33722.8 17051.1 960.682 2521.18 -2500.35 17995.6 -7342.52 35130.1 -26310.9 -6803.62 1722.77 -6246.1 -22045.5 1187.03 8394.59 23675.3 398.206 7419.26 787.058 -17755.4 -60454 -19606.1 -24432.4 -5409.34
internal_weight=0 4262 4237 73 4164 103 75 50 4061 2799 1262 195 149 46 103 70 2774 1067 208 2742 850 292 558 435 365 141 56 58 123 76
internal_count=4318164 4262 4237 73 4164 103 75 50 4061 2799 1262 195 149 46 103 70 2774 1067 208 2742 850 292 558 435 365 141 56 58 123 76
is_linear=0
shrinkage=0.1


Tree=3228
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 1 0 3 1 1 1 5 3 3 5 0 3 5 0 0 5 0 4 3 1 5 0 1
split_gain=5.58095e+11 5.83761e+12 3.55719e+13 3.57324e+13 5.63049e+13 4.30784e+13 3.50838e+13 4.82527e+13 3.00068e+13 3.71768e+13 2.56776e+13 3.34035e+13 2.12815e+13 2.15291e+13 2.11606e+13 2.36554e+13 3.15019e+13 2.35468e+13 2.6837e+13 4.29164e+13 2.27885e+13 4.16406e+13 2.25247e+13 2.17164e+13 2.08238e+13 1.95602e+13 1.94555e+13 4.05283e+13 2.91154e+13 3.16072e+13
threshold=61.284352600000013 57.550671000000001 56.663136550000011 57.057093650000006 57.814144100000007 59.76223980000001 55.212972300000011 60.479177250000006 57.945214300000011 10.500000000000002 60.695889550000011 60.601268000000012 60.08989780000001 89.00500000000001 3.5000000000000004 15.500000000000002 59.245000000000012 55.160271200000004 16.500000000000004 80.00500000000001 54.484631300000011 55.099723300000008 110.05000000000001 55.193434200000006 2.5000000000000004 8.5000000000000018 60.528664650000003 94.040000000000006 56.782419000000012 60.479177250000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 14 -8 9 24 11 -9 25 -14 -3 16 20 -17 19 23 -16 -22 -21 -19 -6 -10 27 -7 -29 -30
right_child=-2 2 3 4 8 26 7 10 12 -11 -12 -13 13 -15 15 17 -18 18 -20 22 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=14.682444597509525 54.725092191333182 5972.1978743112377 -28404.159935963155 -13779.063683875776 528.09599936177528 2679.4342688874472 364.68354632154484 -13254.51168252384 -5962.214931040211 -37751.805524420633 -13407.367817388566 -58341.998778068497 -13421.94192878731 -87533.881328125004 3216.5995586992262 -19470.246082325473 -9426.3864431741895 30991.92590958879 1760.6115059390552 87775.412734087789 -16358.122494094718 -800.03266755237064 10923.833601120285 -6908.692788133344 11176.847969423165 10142.356748133707 151.18522139877021 103644.24809659092 68610.190352492558 434.80352340461059
leaf_weight=2803895 1301749 3042 512 4498 6402 25781 2684 340 3478 223 3295 318 1952 40 6393 312 7060 296 1451 136 2259 7214 53 309 2575 963 130581 55 105 193
leaf_count=2803895 1301749 3042 512 4498 6402 25781 2684 340 3478 223 3295 318 1952 40 6393 312 7060 296 1451 136 2259 7214 53 309 2575 963 130581 55 105 193
internal_value=0 -23.6169 -528.921 47.1352 -3919.63 555.031 -3434.56 -9983.09 -1082.83 2580.72 -17009 -35044.5 -6322.16 -14910.1 -1910.9 -2851.93 -3869.45 6271.09 9848.5 24628.8 -1396.74 -4510.13 66224.4 11634.4 3582.63 -2470.05 649.643 3140.24 36794.4 24456.3
internal_weight=0 3.01642e+06 212520 177358 20131 157227 35162 6637 15633 9200 3953 658 6433 1992 28525 25483 22926 2557 2245 794 15866 9473 189 605 8977 4441 156715 26134 353 298
internal_count=4318164 3016415 212520 177358 20131 157227 35162 6637 15633 9200 3953 658 6433 1992 28525 25483 22926 2557 2245 794 15866 9473 189 605 8977 4441 156715 26134 353 298
is_linear=0
shrinkage=0.1


Tree=3229
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 2 0 0 3 1 1 1 0 1 3 0 1 3 0 3 2 0 3 0 2 1 0 2 6 2
split_gain=6.3162e+11 5.17573e+12 1.49376e+13 2.68738e+13 3.98502e+13 3.60182e+13 3.31968e+13 2.96208e+13 3.64377e+13 2.62036e+13 2.54839e+13 4.3894e+13 3.22982e+13 3.05098e+13 2.98642e+13 2.54255e+13 5.15881e+13 4.84135e+13 3.47339e+13 3.79357e+13 3.19074e+13 3.49986e+13 2.70174e+13 2.58084e+13 6.94423e+13 5.03292e+13 4.52807e+13 1.00539e+14 9.78148e+13 5.0371e+13
threshold=10.500000000000002 74.610000000000014 76.00500000000001 37.712318250000003 37.597123000000003 15.500000000000002 55.518428350000008 55.591389050000011 16.500000000000004 37.559851850000008 82.933113850000026 82.940215400000014 55.034903650000011 82.958618050000013 15.500000000000002 55.769960200000007 37.66934650000001 16.500000000000004 55.551692500000009 26.500000000000004 7.5000000000000009 55.87722990000001 20.500000000000004 55.674875350000008 3.5000000000000004 37.620907050000007 55.74310830000001 10.500000000000002 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 15 9 8 -8 -3 -5 12 -12 -13 -15 18 17 20 -6 23 21 -17 -18 -20 25 -25 29 28 -28 -26
right_child=1 2 -4 10 5 -7 7 -9 -10 -11 11 13 -14 14 -16 16 22 -19 19 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=29.77621499456821 28.683176656063861 15518.208523410118 -218.42562537479577 -6769.4996757735953 66487.755841423481 59853.275793850808 3886.1348984829219 -1405.3207891299553 -58325.487787510807 102097.65295080237 55391.107494441705 -29735.457373951103 -30461.164434699298 -18958.806050893931 17239.329885372299 -127245.62958559784 29188.674782274589 118174.824765625 6030.3239738494049 110558.67162500002 97664.832870370374 43681.796687499998 -68416.076236364985 -254576.6501358696 -152590.84481907895 -45376.928770380437 1208.5987152777777 -123520.27854166667 236720.50829741379 6307.3591052827387
leaf_weight=2688514 1368748 633 237254 13649 68 186 172 6208 208 37 253 297 53 325 763 23 61 95 257 25 27 25 53 23 38 23 45 30 29 42
leaf_count=2688514 1368748 633 237254 13649 68 186 172 6208 208 37 253 297 53 325 763 23 61 95 257 25 27 25 53 23 38 23 45 30 29 42
internal_value=0 -49.1233 -457.313 -2854 1726.69 19935.5 -907.534 -3064.29 -30166.5 20299.5 -5334.86 6244.87 40521.3 -1328.11 6426.47 11342.1 35857.1 70758.6 -661.853 -9580.16 10697.9 -38220.9 -16189 -15747.5 -40081.7 -149977 -12608 30900.7 93503.8 -69169.3
internal_weight=0 1.62965e+06 260902 23648 8308 1050 7258 6588 380 670 15340 1691 306 1385 1088 864 284 170 580 512 75 48 114 487 230 46 184 104 74 80
internal_count=4318164 1629650 260902 23648 8308 1050 7258 6588 380 670 15340 1691 306 1385 1088 864 284 170 580 512 75 48 114 487 230 46 184 104 74 80
is_linear=0
shrinkage=0.1


Tree=3230
num_leaves=31
num_cat=0
split_feature=1 0 0 1 5 3 2 5 2 1 5 5 1 3 3 1 5 0 5 0 3 3 3 0 1 3 5 5 3 0
split_gain=5.92263e+11 2.49524e+12 6.04032e+12 8.78304e+12 8.08946e+12 7.99825e+12 7.89993e+12 6.48622e+12 7.62527e+12 7.39658e+12 7.01913e+12 9.69307e+12 6.46541e+12 1.1731e+13 9.60308e+12 8.92295e+12 1.96672e+13 8.99488e+12 7.70215e+12 7.51988e+12 2.14668e+13 1.39236e+13 2.56029e+13 9.17455e+12 9.13239e+12 8.33484e+12 1.43066e+13 1.40525e+13 1.35169e+13 9.14005e+12
threshold=83.000022850000008 53.37994195000001 53.310923100000004 83.691301500000009 91.050000000000011 24.500000000000004 18.500000000000004 81.910000000000011 13.500000000000002 83.761389800000003 46.405000000000008 49.995000000000012 83.761389800000003 10.500000000000002 3.5000000000000004 83.691301500000009 98.020000000000024 53.355366400000001 89.00500000000001 53.340367100000002 3.5000000000000004 4.5000000000000009 5.5000000000000009 53.355366400000001 83.663637000000008 9.5000000000000018 89.00500000000001 95.020000000000024 6.5000000000000009 53.355366400000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 12 8 10 -10 -7 -12 13 15 18 19 17 -17 -14 21 23 -4 -23 24 -21 26 -22 -27 -28 -29
right_child=1 -3 5 -5 -6 7 -8 -9 9 -11 11 -13 14 -15 -16 16 -18 -19 -20 20 25 22 -24 -25 -26 27 28 29 -30 -31
leaf_value=13.930553653913586 -6416.9733839800438 -202.99401566806506 -36565.635929129465 -46.122311172857621 -70370.848359375013 10523.044326171876 56583.485021033652 -56556.34374112216 -10818.03429761203 46144.464431152344 -49373.581352588386 11851.782879464286 -9413.6718314406062 -2446.4391834252874 4694.8660169899349 -4009.3645389969752 -54659.712446732963 2492.0754825109575 53564.143281250006 6620.8329286517519 324.76870685249111 48228.189453676285 6692.3610985535215 82528.68122558594 83756.370234375005 5167.1461031053532 37693.512160326085 5110.2319126674111 -46284.32350543479 64118.071941964285
leaf_weight=3782924 1783 433600 70 61995 20 50 26 33 53 40 99 35 669 8363 8400 3347 66 5843 20 66 5322 155 3487 40 20 1388 23 42 115 70
leaf_count=3782924 1783 433600 70 61995 20 50 26 33 53 40 99 35 669 8363 8400 3347 66 5843 20 66 5322 155 3487 40 20 1388 23 42 115 70
internal_value=0 -98.4572 347.501 -246.218 -7126.39 1348.45 1480.58 -14648.2 -9655.59 13682 -21451.2 -33381.9 1442.38 699.849 3763.94 2011.93 -266.388 124.25 -7585.58 3964.89 2054.87 7611 8460.09 42962.3 24559.3 1314.31 -499.511 7916.6 -32288 41990.1
internal_weight=0 535240 101640 63798 1803 37842 37532 310 277 93 184 134 37506 28417 9089 20054 9256 9190 689 10798 7086 3712 3642 126 86 6960 5460 1500 138 112
internal_count=4318164 535240 101640 63798 1803 37842 37532 310 277 93 184 134 37506 28417 9089 20054 9256 9190 689 10798 7086 3712 3642 126 86 6960 5460 1500 138 112
is_linear=0
shrinkage=0.1


Tree=3231
num_leaves=31
num_cat=0
split_feature=3 4 5 1 5 1 1 5 1 6 1 5 5 1 0 0 0 5 5 5 1 1 0 1 1 0 1 0 5 0
split_gain=6.14741e+11 2.1284e+12 6.57014e+12 8.01632e+12 8.35605e+12 1.1738e+13 5.02539e+12 8.65452e+12 6.20522e+12 5.70654e+12 5.52778e+12 7.63471e+12 5.96238e+12 6.28619e+12 4.85016e+12 5.57262e+12 4.59755e+12 4.31963e+12 4.24541e+12 4.09322e+12 3.96062e+12 3.62075e+12 8.87667e+12 7.07082e+12 3.4813e+12 1.25849e+13 1.18322e+13 1.16021e+13 1.02993e+13 1.21139e+13
threshold=2.5000000000000004 1.5000000000000002 93.00500000000001 43.048525950000005 225.45000000000002 57.550671000000001 37.098288800000006 46.810000000000009 30.578016350000002 1.5000000000000002 30.502469200000004 41.995000000000012 42.205000000000005 35.911716050000003 59.982527000000012 59.904813200000007 60.693675950000006 30.405000000000005 37.995000000000012 35.505000000000003 37.275078000000001 37.542000650000013 55.455204450000004 37.615058950000012 50.888703650000004 58.049540950000008 50.388877400000005 58.242297500000006 80.815000000000012 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 9 -9 -1 11 14 17 -14 15 -11 -16 -12 -8 -17 -20 22 -22 -23 26 -26 -3 -27 29 -28
right_child=-2 24 3 4 -6 -7 18 8 -10 10 12 -13 13 -15 16 19 -18 -19 20 -21 21 23 -24 -25 25 27 28 -29 -30 -31
leaf_value=47780.115429687503 -6.1866645109883649 149.86336690285964 -11766.738264784703 112698.60782001202 -4002.9770883413462 16730.7379921875 -421.84989350367152 -59629.520870535722 -892.77472550675691 -327.6613396139706 14193.339458795061 -48921.178523995535 84462.244717261914 6126.3269335937503 -30352.213997300092 15861.586541193183 6961.1359085648146 1907.7325375149944 36604.349641927081 70422.461640625013 -5245.7278247070317 44714.202200520842 -70666.077818080361 -4015.1670537305858 678.22024483954976 21356.636217560721 1999.8027235243055 4660.4959811198951 44492.836945564515 -23833.154594269112
leaf_weight=32 4205107 50366 43 26 26 25 21786 35 37 238 521 35 21 20 85 44 54 635 24 20 80 30 28 4015 31149 505 288 2367 31 491
leaf_count=32 4205107 50366 43 26 26 25 21786 35 37 238 521 35 21 20 85 44 54 635 24 20 80 30 28 4015 31149 505 288 2367 31 491
internal_value=0 230.11 -528.641 22819.9 42134.5 65655.5 -629.644 4515.12 -29445.4 5949.23 5149.12 -3966.18 8773.91 46249.6 -398.325 6716.48 -15856.4 7444.76 -981.77 32911.9 -3902.15 -4136.23 -22206.6 -3653.76 478.227 1262.23 -42.9662 7596.27 -12033.2 -14282.6
internal_weight=0 113057 27860 120 77 51 27740 1777 72 1705 1673 476 1197 41 441 302 139 1156 25963 64 4177 4153 108 4045 85197 34021 51176 2872 810 779
internal_count=4318164 113057 27860 120 77 51 27740 1777 72 1705 1673 476 1197 41 441 302 139 1156 25963 64 4177 4153 108 4045 85197 34021 51176 2872 810 779
is_linear=0
shrinkage=0.1


Tree=3232
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 1 0 3 0 0 0 1 1 1 0 0 2 4 4 6 3 0 0 2 4 4 1 3 4 1
split_gain=5.74633e+11 1.97011e+12 1.76932e+12 4.34915e+12 1.96319e+12 7.19438e+12 5.61241e+12 5.70397e+12 4.76831e+12 1.07228e+13 3.87069e+12 3.36364e+12 2.3052e+12 7.52277e+12 5.60862e+12 5.80925e+12 3.10542e+12 1.38651e+13 9.19031e+12 1.38288e+13 1.32954e+13 1.20766e+13 1.1042e+13 1.28667e+13 1.85113e+13 8.35492e+12 8.96327e+12 8.28804e+12 6.27549e+12 7.58185e+12
threshold=225.45000000000002 27.500000000000004 114.17164950000002 113.46563545000002 60.017447350000005 30.315880100000005 59.939091550000008 9.5000000000000018 59.916647550000008 59.853570100000006 59.755965500000009 50.888703650000004 30.468306550000005 36.546174950000008 58.049540950000008 57.945214300000011 6.5000000000000009 1.0000000180025095e-35 2.5000000000000004 1.5000000000000002 12.500000000000002 56.24640500000001 45.022371150000005 16.500000000000004 4.5000000000000009 1.0000000180025095e-35 37.314272700000011 22.500000000000004 2.5000000000000004 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -8 9 10 12 -7 -2 -14 15 16 25 -18 21 20 -20 -19 23 24 -21 -15 -27 -22 -28 -30
right_child=1 -3 -4 -5 5 11 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 18 19 22 27 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-1.1466150484918465 -18862.565945870538 -24375.298450520833 -18381.504522569445 44918.847129755435 65657.832155539771 -13020.372378021817 -57846.90457763672 10230.105556640627 39257.345880681816 -56565.99169921875 37337.935820312501 33493.865494051854 48403.570094209565 -45823.896875000006 44225.691835937498 -49287.463519021745 84765.467933238644 -21235.629859702101 96035.059464285718 791.9647177419356 -34007.487187500003 43924.426737097543 12145.74605263764 20730.365028782897 -109397.84514973959 -49389.1586046007 7565.9532829752779 54938.060688920465 58793.918269042973 -3101.2968458993673
leaf_weight=4313902 56 30 45 23 22 53 32 20 33 32 30 22 34 40 30 23 22 206 35 31 20 33 424 38 30 36 929 22 20 1891
leaf_count=4313902 56 30 45 23 22 53 32 20 33 32 30 22 34 40 30 23 22 206 35 31 20 33 424 38 30 36 929 22 20 1891
internal_value=0 1160.58 1341.6 1553.57 1314.04 15373.8 978.71 -31663.4 1401.47 1087.75 1554.82 623.804 1280.97 1572.9 1157.17 817.16 1122.27 6399.17 4344.28 10949.8 50515.8 -12238.6 5124.6 -24945.8 -53399.7 -435.826 195.441 12583 823.978 -2453.52
internal_weight=0 4262 4232 4187 4164 97 4067 52 4015 3982 3950 75 3920 3864 3830 3800 3777 861 839 600 77 239 523 99 61 2916 2876 42 2840 1911
internal_count=4318164 4262 4232 4187 4164 97 4067 52 4015 3982 3950 75 3920 3864 3830 3800 3777 861 839 600 77 239 523 99 61 2916 2876 42 2840 1911
is_linear=0
shrinkage=0.1


Tree=3233
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 2 3 5 5 3 3 5 4 2 2 3 0 2 3 4 2 3 2 1 5 2 1 1 3 5
split_gain=5.81495e+11 3.45136e+12 2.03374e+13 3.48465e+13 2.70372e+13 5.8812e+13 6.02664e+13 4.99326e+13 3.76954e+13 3.51523e+13 2.14508e+13 1.61299e+13 2.20099e+13 1.56121e+13 2.20722e+13 9.25035e+12 1.37121e+13 4.26542e+13 1.4291e+13 2.08009e+13 1.95234e+13 8.82554e+12 9.33446e+12 1.2687e+13 1.24628e+13 1.00735e+13 2.81308e+13 4.25019e+13 2.20745e+13 4.25861e+13
threshold=142.05000000000004 38.969379750000009 38.950530550000003 45.029420750000007 3.5000000000000004 3.5000000000000004 11.500000000000002 161.85000000000002 150.04500000000004 9.5000000000000018 14.500000000000002 150.04500000000004 4.5000000000000009 10.500000000000002 14.500000000000002 6.5000000000000009 45.029420750000007 8.5000000000000018 18.500000000000004 4.5000000000000009 18.500000000000004 1.5000000000000002 5.5000000000000009 30.305955500000003 177.02500000000003 4.5000000000000009 30.362552800000003 30.410108300000001 5.5000000000000009 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 10 -5 6 -6 8 -7 -9 -4 -12 -13 -11 -15 21 17 -17 19 -19 -20 -2 25 -24 -25 -23 28 -28 -27 -30
right_child=1 -3 3 4 5 7 -8 9 -10 13 11 12 -14 14 -16 16 -18 18 20 -21 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=2.5475221860164439 -51621.55845424108 -1297.5434691003366 111656.66304347827 -102058.747328125 -8007.9412500000008 -16611.068394886366 234544.06696428574 123182.53079927886 -172884.17619881465 -72174.566898148143 -16655.754648437502 86294.78794135552 17.178721618652343 103920.62239583334 -14944.767072233608 -77177.209607421872 -2074.8795074992713 70425.495266335231 -97844.358250000005 -25049.782291666666 27130.647375 6525.7964298515571 -30917.980910326089 16194.692243303572 95791.623973289694 51597.180834441489 -173958.35023437502 -20924.311240931922 62391.682007575757 -91072.988476562503
leaf_weight=4297453 28 15287 46 25 20 33 21 26 29 27 45 77 48 21 61 100 2304 55 25 39 25 1884 23 42 37 94 20 196 33 40
leaf_count=4297453 28 15287 46 25 20 33 21 26 29 27 45 77 48 21 61 100 2304 55 25 39 25 1884 23 42 37 94 20 196 33 40
internal_value=0 -528.602 1638.58 21313 -3130.32 7261.32 116226 -15416.6 -89706.6 18701.7 51075.1 34682.4 53164.2 -6220.28 15496.4 -267.192 -4462.18 -27004.5 7837.62 30813.4 -35356.9 4192.06 4851.74 34444.6 53474.3 3520.25 -11264.2 -35094.1 19557.7 -21698.5
internal_weight=0 20711 5424 479 263 238 41 197 62 135 216 170 125 109 82 4945 2548 244 144 94 50 2397 2369 102 79 2267 383 216 167 73
internal_count=4318164 20711 5424 479 263 238 41 197 62 135 216 170 125 109 82 4945 2548 244 144 94 50 2397 2369 102 79 2267 383 216 167 73
is_linear=0
shrinkage=0.1


Tree=3234
num_leaves=31
num_cat=0
split_feature=5 1 3 5 5 3 0 5 1 3 0 0 0 1 1 1 3 1 3 5 0 6 3 1 3 2 3 5 0 0
split_gain=5.74383e+11 7.18283e+12 8.71513e+12 1.30314e+13 7.32304e+12 7.01003e+12 7.64814e+12 1.53095e+13 9.20607e+12 1.12439e+13 9.56288e+12 7.75524e+12 8.30975e+12 1.01272e+13 9.13189e+12 6.43646e+12 8.23574e+12 9.00664e+12 6.41697e+12 6.33504e+12 2.97231e+13 1.64286e+13 1.52292e+13 1.23816e+13 8.17514e+12 2.10887e+13 8.71366e+12 8.67842e+12 7.31371e+12 7.84554e+12
threshold=31.010000000000002 39.032393150000004 8.5000000000000018 28.035000000000004 30.990000000000006 19.500000000000004 43.465905150000005 30.990000000000006 43.94115175000001 13.500000000000002 56.895161300000005 55.74310830000001 55.793358600000012 49.177301950000007 49.201680550000006 39.969502550000009 12.500000000000002 39.925119750000007 11.500000000000002 31.990000000000006 44.039893800000009 1.5000000000000002 3.5000000000000004 39.969502550000009 12.500000000000002 8.5000000000000018 9.5000000000000018 31.795000000000005 60.017447350000005 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 15 -8 10 -10 -11 13 -13 -15 16 17 -5 -9 20 22 28 -2 24 26 -26 27 -24 29 -22
right_child=19 2 3 5 -6 -7 8 18 9 11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=457.89973590615892 92254.675039062509 431.06173283531757 -177.65906352338502 70744.957132523152 -1347.0153451199669 726.06970882961616 -5561.779272622317 28418.477764682113 106.04738327244183 -7573.527956732597 -7028.7187505221264 -19681.20273176553 -3025.7577991852568 72655.653554095639 15955.737302563239 -53133.021661086314 -43983.551704545454 -5659.4632432725703 96163.632060185191 0.76197307539595738 -3473.4791531316064 2570.8610876248395 24644.58804779053 -3900.3016473067437 -53210.555304939524 60050.964648437504 92783.310770089287 95065.426897321435 -13707.107957961905 6274.7976515084265
leaf_weight=140441 35 115343 62552 27 28983 6185 10240 29 17128 5034 2110 69 4262 33 204 21 22 36 27 3897384 5612 20493 105 114 31 35 35 21 585 968
leaf_count=140441 35 115343 62552 27 28983 6185 10240 29 17128 5034 2110 69 4262 33 204 21 22 36 27 3897384 5612 20493 105 114 31 35 35 21 585 968
internal_value=0 -115.302 -434.365 -1113.84 73.995 -2402.95 -2896.12 18787 -2986.01 -2071.45 -676.485 -4866.31 -1882.92 14034.7 23850.7 -3557.15 8691 27085.3 61081.3 11.5362 1509.41 1129.76 29436.2 22988.5 36492.2 6852.37 48642.7 36381.4 -2992.02 -2039.39
internal_weight=0 392746 252305 107979 144326 45427 39242 162 39080 28840 19238 9602 4568 306 237 106 85 63 56 3.92542e+06 28034 27658 376 341 227 66 161 126 7165 6580
internal_count=4318164 392746 252305 107979 144326 45427 39242 162 39080 28840 19238 9602 4568 306 237 106 85 63 56 3925418 28034 27658 376 341 227 66 161 126 7165 6580
is_linear=0
shrinkage=0.1


Tree=3235
num_leaves=31
num_cat=0
split_feature=5 0 3 4 3 0 4 3 0 1 3 0 0 2 1 0 1 1 0 2 3 1 1 5 4 0 1 1 1 4
split_gain=7.04538e+11 3.25353e+12 8.03062e+12 9.26141e+12 6.32909e+12 7.50506e+12 7.96349e+12 7.42563e+12 1.08662e+13 2.25831e+13 1.47282e+13 1.57069e+13 1.37147e+13 6.32184e+12 6.27304e+12 7.37158e+12 5.89531e+12 5.87997e+12 5.70853e+12 9.8287e+12 6.47122e+12 5.76882e+12 8.61045e+12 1.66723e+13 7.94607e+12 5.68869e+12 2.63585e+13 9.78601e+12 6.25269e+12 5.61657e+12
threshold=22.030000000000005 54.864040150000001 10.500000000000002 4.5000000000000009 5.5000000000000009 44.039893800000009 2.5000000000000004 8.5000000000000018 43.592450450000008 39.739656000000004 7.5000000000000009 43.465905150000005 43.642715500000008 4.5000000000000009 39.262370300000008 53.204054050000003 37.328003200000005 39.694727950000008 43.514103700000014 4.5000000000000009 16.500000000000004 38.975980350000007 38.92948375000001 20.010000000000002 1.5000000000000002 44.678200800000006 39.614024000000008 39.110397700000007 83.761389800000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 17 -7 8 9 -6 -11 -12 -10 -8 16 -16 -9 -1 19 -4 21 22 -20 -24 -23 26 27 -14 -27 -30
right_child=-2 -3 18 -5 7 6 13 14 12 10 11 -13 25 -15 15 -17 -18 -19 20 -21 -22 24 23 -25 -26 28 -28 -29 29 -31
leaf_value=-22080.217636562917 5.5820572198249252 -654.77310175071568 -19281.423093377976 61323.431310096152 83676.059530587925 2089.0139269292754 -7048.6629679589305 25505.660747790727 -33345.850325469968 -3520.1982242940999 115144.33803125001 -3751.4702734375005 49148.110034179692 -42376.919983065338 9035.9365231901629 -1209.9079341421136 -6567.6278122641088 -3518.6833941541577 -4812.9959440703287 73518.451364257824 -6.4163435237779529 -9942.4841352588628 95870.18179003906 -23491.470933948865 -35414.886205717943 5469.165420389274 -12076.145251840446 138317.229375 9217.6634300595233 83263.889101562498
leaf_weight=188 4237242 60990 21 26 59 8988 358 61 80 139 25 20 32 59 1604 1249 947 1851 489 25 1635 788 25 22 145 970 65 20 21 20
leaf_count=188 4237242 60990 21 26 59 8988 358 61 80 139 25 20 32 59 1604 1249 947 1851 489 25 1635 788 25 22 145 970 65 20 21 20
internal_value=0 -292.288 816.882 1686.51 1593.97 269.856 1462.24 4446.6 10545.5 29840.2 12577.6 62301.8 6664.24 -12047.1 2154.56 4550.46 -4626.68 -5230.1 -3816.15 31153.3 -4334.39 -9151.43 -883.606 39998.8 -13901.2 9501.84 30377.2 83443.9 7085.99 45337.8
internal_weight=0 80922 19932 16782 16756 11444 9405 5312 1451 243 184 45 1208 417 3861 2853 1008 2039 3150 46 3104 1469 536 47 933 1128 117 52 1011 41
internal_count=4318164 80922 19932 16782 16756 11444 9405 5312 1451 243 184 45 1208 417 3861 2853 1008 2039 3150 46 3104 1469 536 47 933 1128 117 52 1011 41
is_linear=0
shrinkage=0.1


Tree=3236
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 6 0 0 3 1 3 0 1 3 4 5 0 1 6 3 5 4 3 3 0 5 3 5 5 5
split_gain=5.92157e+11 5.2799e+12 3.15157e+13 1.35134e+14 1.01506e+14 9.336e+13 8.06685e+13 7.46651e+13 8.74953e+13 1.02433e+14 1.25355e+14 6.20659e+13 6.03402e+13 5.98036e+13 5.78235e+13 4.84351e+13 4.697e+13 1.32585e+14 1.49842e+14 6.42296e+13 6.07811e+13 4.48491e+13 4.23607e+13 7.15644e+13 4.30016e+13 4.19779e+13 4.19065e+13 4.27845e+13 1.25609e+14 4.13445e+13
threshold=35.911716050000003 37.275078000000001 55.946414150000003 55.851332700000007 55.975961550000008 1.5000000000000002 55.87722990000001 55.777112100000004 18.500000000000004 37.214886200000009 12.500000000000002 55.924336300000007 36.761894450000007 15.500000000000002 2.5000000000000004 52.020000000000003 55.820531900000013 36.761894450000007 1.5000000000000002 4.5000000000000009 51.815000000000005 2.5000000000000004 9.5000000000000018 18.500000000000004 55.91302515000001 66.990000000000023 12.500000000000002 76.00500000000001 70.50500000000001 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 14 15 -2 9 16 -11 22 -7 -12 29 -5 17 -9 -19 20 -20 -22 25 -24 -25 -8 -14 28 -28 -4
right_child=1 -3 4 6 -6 12 11 8 -10 10 13 -13 26 -15 -16 -17 -18 18 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-106.03447898077425 -154.80656347054298 -6.1192511903077316 53504.781825167098 -18327.645467963102 1989.9388851025426 -60026.778950971086 1758.7268264274217 -105780.90245225695 34.178543209757642 34126.672780122186 188115.5441685268 -25111.659670661065 54050.030320373065 38269.854176682697 127676.73558221728 -53500.926528712676 -1436.2623203969374 3756.4258198813791 61479.879893427307 34520.001137370731 216385.00340240035 97635.615356859111 64347.614629909833 10128.655305887858 -106421.02914244187 -40770.782046769724 17419.319552368961 88836.012230657769 -95530.926991150453 -66157.196097687745
leaf_weight=469421 66567 3749534 421 847 17443 107 1691 72 4208 1094 84 1299 258 39 105 728 1544 630 115 173 69 59 253 120 43 269 765 62 113 31
leaf_count=469421 66567 3749534 421 847 17443 107 1691 72 4208 1094 84 1299 258 39 105 728 1544 630 115 173 69 59 253 120 43 269 765 62 113 31
internal_value=0 12.9327 732.989 -143.081 4359.07 26552.8 -15650.7 947.485 10020.8 20854.5 44888.1 -7535.81 11923.9 140603 60827.1 -34585.5 9867 25477.2 34512.2 81089.5 114244 161649 2073.21 31056 -20617.6 -4078.23 18350.2 8551.72 2882.44 45297.9
internal_weight=0 3.84874e+06 99209 79904 19305 1862 5250 74654 8087 3879 1217 3675 1305 123 557 1575 2662 1118 1046 416 243 128 2376 416 163 1960 1198 940 878 452
internal_count=4318164 3848743 99209 79904 19305 1862 5250 74654 8087 3879 1217 3675 1305 123 557 1575 2662 1118 1046 416 243 128 2376 416 163 1960 1198 940 878 452
is_linear=0
shrinkage=0.1


Tree=3237
num_leaves=31
num_cat=0
split_feature=3 4 1 1 1 1 1 0 0 5 0 1 2 5 0 5 0 5 5 5 4 5 5 5 0 0 0 5 5 5
split_gain=6.12675e+11 4.43769e+12 1.02855e+13 1.56243e+13 2.21023e+13 1.23616e+13 1.58126e+13 1.35983e+13 2.22345e+13 1.01128e+13 1.06334e+13 1.47257e+13 4.29672e+12 9.32507e+12 1.66847e+13 1.24968e+13 2.11771e+13 1.80213e+13 1.17945e+13 8.24249e+12 1.10843e+13 1.85959e+13 1.92828e+13 2.10464e+13 1.96821e+13 2.94375e+13 2.92588e+13 3.49082e+13 4.43728e+13 3.39301e+13
threshold=4.5000000000000009 5.5000000000000009 44.660994650000006 39.899261850000009 39.714575750000009 39.003296000000006 38.233559750000005 55.455204450000004 55.885524800000006 128.92000000000004 55.299834250000011 54.845880150000006 3.5000000000000004 177.02500000000003 44.039893800000009 150.04500000000004 51.636650050000007 161.85000000000002 142.05000000000004 59.510000000000012 2.5000000000000004 123.15000000000002 100.05000000000001 107.05000000000001 59.932719750000011 60.063729500000008 57.945214300000011 75.750000000000014 84.030000000000015 70.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 6 7 -3 -9 -4 11 -11 -1 15 -15 18 -17 -18 19 -14 21 22 24 -24 26 -26 -21 29 -29 -28
right_child=-2 2 9 -5 -6 -7 -8 8 -10 10 -12 -13 13 14 -16 16 17 -19 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-3.2442216163251767 11.570341245500364 60446.950065104167 15446.051776123048 50388.073225911459 -105328.56944633153 61087.184769241896 -88941.373913043484 -103503.30638586957 4609.9790838068184 -85012.257472826095 -113529.40234375 32313.441640624998 -317.17966567235987 89602.25927083334 7908.3612278645833 32028.957261029413 -14254.160703125001 -108598.00598323171 39245.285308159728 -9776.3049815620525 -1371.9727001246902 80872.918750000012 -119332.80849905303 -8018.1243303571437 -53059.50971094249 30326.983975784868 19621.725048938599 138971.43392857144 -222.38887854287793 -70867.295810355397
leaf_weight=337583 3945856 30 24 48 23 27 23 23 110 23 24 20 24709 30 150 34 40 41 72 2381 6188 23 33 35 196 54 221 49 43 51
leaf_count=337583 3945856 30 24 48 23 27 23 23 110 23 24 20 24709 30 150 34 40 41 72 2381 6188 23 33 35 196 54 221 49 43 51
internal_value=0 -122.627 -10995.5 -1620.76 -12198.8 -2142.57 -11321.1 -368.527 -14086.3 -40252.9 -60204.8 -30442.2 -111.664 -1177.19 21524 -1296.77 -34206.1 -62008.5 -1185.64 -1271.3 -3813.4 -8708.92 -9381.59 -62038.5 -8186.04 -35048 -5739.59 20665.4 73913.5 2655.03
internal_weight=0 372308 375 284 236 213 186 163 133 91 67 43 371933 34350 180 34170 115 81 34055 33983 9274 3086 3063 68 2995 250 2745 364 92 272
internal_count=4318164 372308 375 284 236 213 186 163 133 91 67 43 371933 34350 180 34170 115 81 34055 33983 9274 3086 3063 68 2995 250 2745 364 92 272
is_linear=0
shrinkage=0.1


Tree=3238
num_leaves=31
num_cat=0
split_feature=5 2 6 6 3 1 1 4 2 2 1 0 0 4 5 5 1 4 1 1 0 3 0 3 3 3 1 0 5 1
split_gain=6.11672e+11 3.00961e+12 6.75896e+12 6.15058e+12 6.52565e+12 6.28149e+12 2.21039e+13 7.47361e+12 7.80369e+12 2.09404e+13 6.22466e+12 5.56532e+12 5.12227e+12 1.44337e+13 2.16482e+13 1.2192e+13 1.80216e+13 6.07463e+12 6.25484e+12 1.17895e+13 1.28074e+13 8.26704e+12 1.43924e+13 7.98768e+12 5.39197e+12 9.71622e+12 9.03501e+12 4.74369e+12 5.99613e+12 4.61381e+12
threshold=22.030000000000005 10.500000000000002 1.5000000000000002 1.5000000000000002 21.500000000000004 48.712293450000011 39.718803500000007 1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 37.457850350000008 54.940316550000006 43.592450450000008 1.0000000180025095e-35 20.010000000000002 18.050000000000004 39.753614400000011 2.5000000000000004 37.737121850000008 37.559851850000008 55.885524800000006 14.500000000000002 55.701368300000006 12.500000000000002 22.500000000000004 18.500000000000004 37.417247200000006 45.053747000000008 21.015000000000004 39.007683500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 -5 6 7 10 -9 -10 -6 27 13 -1 15 16 -15 18 19 24 21 22 -21 -24 25 -14 -27 28 29 -4
right_child=-2 2 11 4 5 -7 -8 8 9 -11 -12 -13 17 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-12953.210727254627 5.2011734747790941 -3589.8446263577334 62511.938699776787 -292.51861113476542 -2288.9296585508177 19384.27681918674 -104006.07546484376 -14111.404695638023 112338.67513020833 -8251.3409722222223 -21410.152748870853 4986.4786448227269 1241.1555781773641 107481.19130761719 102088.30658783784 -30473.465261230467 4787.6632098162618 41248.786999198725 -576.6665870749855 -8494.0916627826118 -15777.660186408548 11602.476278940178 31701.73379030994 74493.287104034433 8007.0143832361209 -13081.916750596136 -77327.075480143234 -4047.7132986021747 -24221.811781529017 14067.61629971591
leaf_weight=103 4237242 7296 28 58424 323 72 25 48 24 36 360 2143 2263 25 37 40 54 39 5492 66 136 770 137 64 926 249 24 1624 28 66
leaf_count=103 4237242 7296 28 58424 323 72 25 48 24 36 360 2143 2263 25 37 40 54 39 5492 66 136 770 137 64 926 249 24 1624 28 66
internal_value=0 -272.344 -1795.12 -28.1092 -421.834 -8929.88 -11428.2 -8502.21 15942 39984.7 -12367.5 1571.9 2211.95 16099.3 35281.4 14509.5 37285.6 1858.14 1706.45 4411.7 13076.1 16860.2 32022.8 45326.9 1476.02 -908.719 -18729.8 -2619.07 16398.2 28497.8
internal_weight=0 80922 11185 69737 59312 888 816 791 108 60 683 3889 10425 259 156 119 79 10166 10127 4635 1173 1037 267 201 3462 2536 273 1746 122 94
internal_count=4318164 80922 11185 69737 59312 888 816 791 108 60 683 3889 10425 259 156 119 79 10166 10127 4635 1173 1037 267 201 3462 2536 273 1746 122 94
is_linear=0
shrinkage=0.1


Tree=3239
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 5 1 0 1 1 5 4 1 5 1 5 1 3 5 3 5 5 0 5 1 5 4 2 5 5
split_gain=6.01991e+11 6.68846e+12 2.27702e+13 3.59113e+13 3.27219e+13 4.43891e+13 3.15431e+13 3.1435e+13 2.43501e+13 1.87679e+13 4.48822e+13 3.48565e+13 2.21365e+13 3.78289e+13 1.72425e+13 2.53169e+13 2.03167e+13 3.2693e+13 3.84616e+13 1.56266e+13 4.9737e+13 4.34822e+13 1.68547e+13 5.8493e+13 3.57565e+13 4.44224e+13 3.21357e+13 2.73658e+13 2.27836e+13 1.91794e+13
threshold=56.831297550000009 56.876792350000009 60.611165000000007 4.5000000000000009 13.500000000000002 69.610000000000014 60.528664650000003 56.863241500000008 53.243495500000009 60.55755580000001 107.05000000000001 3.5000000000000004 60.58031445000001 78.010000000000005 53.243495500000009 105.35000000000001 53.140944450000006 11.500000000000002 94.040000000000006 12.500000000000002 125.85000000000001 118.33500000000002 56.838612000000005 109.05000000000001 60.601268000000012 79.010000000000005 2.5000000000000004 3.5000000000000004 91.050000000000011 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 14 9 -5 10 -8 19 -13 -14 16 -16 -7 -18 -19 21 -21 22 23 24 28 27 -27 -26 -11 -29
right_child=1 -3 -4 4 -6 6 7 -9 -10 11 -12 12 13 -15 15 -17 17 18 -20 20 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-18.309434333852085 -12010.164798930244 -7.6754597801617868 4045.2757853988205 5142.4531948246431 -2467.8543019330032 -6980.5817516122697 32880.336561914963 -31744.009286917892 -1564.4616348322104 55881.633066587092 150691.29122121711 -35925.803831335616 -61089.219607843137 37242.604071335569 -4394.1691704018094 -86625.494814453123 12465.165814693717 27070.549321289065 161477.80381155305 35881.675100368928 207560.90781250002 -34628.166227750691 19831.699411134905 187095.91587611608 128015.71092797257 41495.837785456737 -56855.317785644533 84735.652448381705 151951.68508300782 -26303.269614955359
leaf_weight=3481074 2403 769439 18273 9073 20563 467 217 102 13420 108 38 146 51 168 585 40 894 60 33 108 20 107 467 28 41 52 92 28 32 35
leaf_count=3481074 2403 769439 18273 9073 20563 467 217 102 13420 108 38 146 51 168 585 40 894 60 33 108 20 107 467 28 41 52 92 28 32 35
internal_value=0 76.1406 1029.43 -86.6182 523.329 2852.11 12673.5 22209.9 1140.91 25376.3 50436.5 21067.3 -5764.27 14343.4 4233.44 -9656.97 10204.2 18335.2 74763.4 29827.1 62706.6 25576 32871.4 47509.8 37436.6 14627.9 -21339.6 64429.1 77840.5 23047.4
internal_weight=0 837090 67651 49378 46975 26412 3919 1840 22493 1738 255 1483 365 219 2079 625 1454 987 93 1118 128 990 883 416 388 248 144 104 140 63
internal_count=4318164 837090 67651 49378 46975 26412 3919 1840 22493 1738 255 1483 365 219 2079 625 1454 987 93 1118 128 990 883 416 388 248 144 104 140 63
is_linear=0
shrinkage=0.1


Tree=3240
num_leaves=31
num_cat=0
split_feature=2 1 1 5 5 5 5 0 0 0 4 5 2 2 4 0 3 5 5 3 5 5 5 0 0 0 3 4 0 0
split_gain=5.62391e+11 5.23588e+12 3.61496e+13 4.79641e+13 6.47193e+13 4.83898e+13 5.30428e+13 5.35132e+13 5.50193e+13 1.12325e+14 5.84874e+13 4.81113e+13 8.22848e+13 4.03621e+13 3.93832e+13 4.09606e+13 5.92405e+13 8.55946e+13 7.58602e+13 5.85589e+13 4.58968e+13 4.04848e+13 3.88516e+13 4.07234e+13 5.31049e+13 3.74915e+13 5.58452e+13 3.69005e+13 4.72627e+13 4.67614e+13
threshold=5.5000000000000009 37.342273500000012 37.39371280000001 116.06000000000002 123.15000000000002 76.00500000000001 80.815000000000012 55.806974650000008 55.762622900000004 55.719391050000006 2.5000000000000004 54.410000000000004 13.500000000000002 21.500000000000004 3.5000000000000004 55.885524800000006 16.500000000000004 103.45000000000002 82.00500000000001 22.500000000000004 102.01000000000001 107.05000000000001 69.610000000000014 55.834684950000003 55.628356700000005 55.87722990000001 24.500000000000004 2.5000000000000004 55.820531900000013 55.701368300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 11 13 8 9 10 -8 -3 -13 25 15 16 21 18 19 -18 -20 -9 -14 24 -24 27 -27 28 29 -7
right_child=1 2 -4 4 -6 6 7 14 -10 -11 -12 12 22 -15 -16 -17 17 -19 20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-31.067599170731821 -343.98112830137211 2168.1481026227007 60.856842517926623 197327.62968750001 29487.716499137881 -19730.079282407409 -52710.283425837457 -62607.632337094663 68880.511456418506 -218284.98764204548 15211.165283296243 24198.771088012305 6518.4780997783009 33593.687987333127 32469.475199000957 30448.54861877963 -14994.250281250001 101070.12070312501 -36657.14064860026 208704.83444602275 -180817.1219599185 -199009.54072580647 29908.11852268827 8811.3999376944284 -69636.134626057945 181093.55304687502 -31918.706497192383 -29664.802617809182 34170.004008152173 -179946.37491629465
leaf_weight=2480138 295134 9867 1523309 28 128 27 139 73 153 22 1442 3242 1980 103 139 117 25 52 555 22 23 31 69 221 240 20 32 754 23 56
leaf_count=2480138 295134 9867 1523309 28 128 27 139 73 153 22 1442 3242 1980 103 139 117 25 52 555 22 23 31 69 221 240 20 32 754 23 56
internal_value=0 41.921 115.739 4384.86 59612.8 3941.37 -6166.32 948.476 11585.5 6116.97 9239.58 6405.69 13674.8 -25744.3 -17063.8 -24730.9 -32997.3 -22202.7 -32459 89716 -42393.6 -103266 81.631 -23965.5 -47407.8 -32445.8 50009.1 -37431.5 -92677.3 -127828
internal_weight=0 1.83803e+06 1.54289e+06 19583 156 19427 3808 2793 1756 1603 1581 15619 5752 1015 1037 898 781 677 625 47 578 104 2510 530 309 912 52 860 106 83
internal_count=4318164 1838026 1542892 19583 156 19427 3808 2793 1756 1603 1581 15619 5752 1015 1037 898 781 677 625 47 578 104 2510 530 309 912 52 860 106 83
is_linear=0
shrinkage=0.1


Tree=3241
num_leaves=31
num_cat=0
split_feature=0 0 3 6 5 5 5 2 5 2 5 1 2 3 5 3 3 5 1 4 2 2 3 1 1 5 3 5 5 3
split_gain=6.3771e+11 2.12324e+13 4.08723e+13 4.99375e+13 4.35734e+13 6.90468e+13 4.81967e+13 4.71201e+13 3.77656e+13 3.7485e+13 3.70016e+13 3.73887e+13 4.0913e+13 8.3324e+13 3.61211e+13 3.52272e+13 2.61057e+13 4.33142e+13 2.5465e+13 2.43135e+13 2.1732e+13 3.5776e+13 3.82532e+13 2.1403e+13 4.81796e+13 3.01839e+13 2.09933e+13 3.06791e+13 1.87798e+13 1.80595e+13
threshold=57.157092150000004 57.147575200000006 23.500000000000004 1.5000000000000002 120.05000000000001 112.04500000000002 116.06000000000002 1.5000000000000002 118.33500000000002 14.500000000000002 128.92000000000004 65.565203050000022 3.5000000000000004 9.5000000000000018 132.05000000000004 18.500000000000004 7.5000000000000009 137.05000000000004 65.551978750000004 3.5000000000000004 4.5000000000000009 7.5000000000000009 11.500000000000002 65.58467570000002 65.551978750000004 71.715000000000018 8.5000000000000018 125.85000000000001 77.00500000000001 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 15 18 19 -8 -5 26 12 13 -12 -14 29 -16 -18 -7 -6 -19 22 -22 24 25 -17 -9 -28 -27 -3
right_child=-2 2 3 9 7 6 8 10 -10 -11 11 -13 14 -15 16 23 17 20 -20 -21 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.19450993124506427 91.961783026202397 -9191.0620123063763 -3301.6223031379322 31693.394958147321 -156707.28958333333 -189228.96474095396 63899.049084472659 11096.206835937501 -74689.36130514706 127867.90959861063 -53594.122411189011 -79834.462088815795 -80303.656972656259 120818.84366071429 119276.86478794644 -18882.534346645265 -66437.197429435488 -25773.891032608695 -67098.495388104842 -6276.2994318181818 169665.52550987387 12237.161214192709 17493.222395833334 -52515.84435079262 20704.037468786206 -106061.62028039385 148565.20426136366 34281.726714939025 -33299.773811141305 -1143.7692505601033
leaf_weight=3660253 641961 3908 219 105 21 38 32 37 51 66 126 38 20 35 56 539 31 23 31 22 53 48 24 189 263 73 55 41 69 9737
leaf_count=3660253 641961 3908 219 105 21 38 32 37 51 66 126 38 20 35 56 539 31 23 31 22 53 48 24 189 263 73 55 41 69 9737
internal_value=0 -16.0589 -3656.67 28318 -4458.1 -5545.14 -72599.6 21303.1 -21257.7 68813.4 28705 15116 23789.4 -15678.3 48708.1 -4855.44 59687.9 41045.5 -134359 -79742.6 63558.7 79996 122235 -21798.9 -15649.1 -29688.5 75091.7 99756.6 -70705.5 -3448.56
internal_weight=0 3.6762e+06 15950 390 15560 14930 152 630 83 171 587 454 416 161 255 14778 235 179 69 43 148 125 77 1133 944 681 133 96 142 13645
internal_count=4318164 3676203 15950 390 15560 14930 152 630 83 171 587 454 416 161 255 14778 235 179 69 43 148 125 77 1133 944 681 133 96 142 13645
is_linear=0
shrinkage=0.1


Tree=3242
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 0 5 5 0 3 1 1 0 5 3 3 5 5 0 4 5 5 0 1 5 6 0 3 0 0
split_gain=6.31841e+11 5.77012e+12 1.23021e+13 1.37965e+13 1.39418e+13 1.7847e+13 1.41987e+13 1.12037e+13 2.28497e+13 1.09109e+13 9.47733e+12 1.97507e+13 4.91262e+13 3.10171e+13 2.86502e+13 4.86634e+13 3.39045e+13 3.25509e+13 2.89178e+13 4.48197e+13 2.40206e+13 3.41117e+13 5.54604e+13 5.51484e+13 7.0218e+13 2.06012e+13 2.75512e+13 2.00173e+13 1.94494e+13 5.2788e+13
threshold=61.284352600000013 54.947737500000009 82.837870700000011 11.500000000000002 2.5000000000000004 51.369916400000001 60.310000000000009 49.505000000000003 54.920670650000005 1.5000000000000002 82.981501350000016 82.97193200000001 54.990279300000005 27.010000000000002 9.5000000000000018 11.500000000000002 101.05000000000001 72.010000000000005 55.010031850000011 2.5000000000000004 47.815000000000005 88.015000000000015 55.030402950000003 82.973038550000012 76.730000000000018 1.5000000000000002 55.07108800000001 17.500000000000004 55.07108800000001 55.046835900000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 -6 -7 -9 -2 11 -3 13 -13 17 20 -17 18 19 -14 -16 23 -23 24 -22 -25 -27 -15 29 -19
right_child=1 10 -4 -5 5 7 -8 8 -10 -11 -12 12 14 27 15 16 -18 28 -20 -21 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-25.128827565005896 -8170.2883152033319 350.85376419792533 -186.57462737389173 56903.358857685816 15536.948562217622 -4090.5101673635431 107580.28061755952 -14549.640783641102 50675.078220880685 6168.6647343566146 -166.9148911632891 -18629.606019897463 1156.1830824506255 44214.842094814543 7193.1733537375085 -62.721892158550673 110325.6543247768 -23695.899560292564 2465.2200328401382 -52607.103523076687 22620.424285074871 -29646.090301148506 66359.420296826778 47577.391550095024 132463.4405779003 26956.992309797068 -10788.498228565162 -3399.0635681733638 -30106.803830954912 44371.758278477049
leaf_weight=3016415 755 497955 363281 37 83 3506 21 2290 55 1786 411572 120 411 555 1404 4412 28 384 10296 249 120 234 81 259 113 646 276 105 553 162
leaf_count=3016415 755 497955 363281 37 83 3506 21 2290 55 1786 411572 120 411 555 1404 4412 28 384 10296 249 120 234 81 259 113 646 276 105 553 162
internal_value=0 58.2286 -274.732 -4027.9 -4293.25 -6939.4 34122.6 -7669.27 -13019.8 1908.17 191.355 475.816 3524.9 28136.9 2546.84 7367.16 633.421 -481.305 1164.47 -19127.2 16910 24800.4 -4958.96 31430 75891.9 22658 15657.9 36639.9 -16888.1 -3500
internal_weight=0 1.30175e+06 371814 8533 8496 5955 104 5851 2345 2541 929935 518363 20408 780 19628 7573 4440 12055 10956 660 3133 1729 315 1414 233 1181 922 660 1099 546
internal_count=4318164 1301749 371814 8533 8496 5955 104 5851 2345 2541 929935 518363 20408 780 19628 7573 4440 12055 10956 660 3133 1729 315 1414 233 1181 922 660 1099 546
is_linear=0
shrinkage=0.1


Tree=3243
num_leaves=31
num_cat=0
split_feature=0 3 1 5 5 1 0 0 0 1 0 6 0 1 5 1 2 5 3 0 2 5 5 1 5 0 5 4 5 1
split_gain=6.33271e+11 5.86542e+12 1.07171e+13 4.07173e+13 4.6771e+13 3.16362e+13 3.7777e+13 4.00507e+13 3.16229e+13 2.70933e+13 6.74991e+13 7.13581e+13 5.2454e+13 3.63695e+13 2.81735e+13 2.75297e+13 2.65347e+13 2.65281e+13 2.93987e+13 2.55869e+13 2.51216e+13 3.11297e+13 2.22913e+13 2.19697e+13 1.91026e+13 1.61166e+13 1.5502e+13 5.0064e+13 1.72597e+13 1.44163e+13
threshold=54.942865800000007 24.500000000000004 39.767857750000005 100.05000000000001 102.01000000000001 39.739656000000004 51.67657710000001 51.717367500000009 47.297889100000013 39.188277450000008 45.084117700000007 1.5000000000000002 47.297889100000013 38.959914000000005 37.305000000000007 39.021425200000003 24.500000000000004 40.605000000000011 25.500000000000004 54.194619400000008 17.500000000000004 120.05000000000001 60.005000000000003 39.787929450000007 73.405000000000015 45.03656895000001 75.015000000000015 2.5000000000000004 67.00500000000001 39.011252750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 23 -5 6 9 17 22 10 15 13 -11 -12 -15 29 20 -8 26 -9 -6 -22 -7 -4 -14 -17 27 28 -19 -3
right_child=-2 2 3 4 16 8 7 19 -10 12 11 -13 24 14 -16 25 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=90.169912086670223 -26.012582205459104 714.11031556426178 24729.138842917549 189561.60957031252 12563.800709960939 -17171.32989997129 9634.2725253827175 30261.668643060839 32039.379821356411 -1228.0357217273556 -93508.240703125004 -7158.9508425936865 -18550.207360101125 -11937.262218345084 31258.388545483504 -5684.3259261293197 -55874.221673387096 -20904.770885051519 66489.418681066178 -5405.510954761171 34587.694054878048 169964.79418103449 -57253.472813955741 -356.86829642727224 -52901.165203579658 -24623.021663153733 -47930.009089168918 71520.098088469342 -50205.740949503583 17772.280224098085
leaf_weight=1328097 2954816 3660 360 20 100 1004 247 263 116 8229 25 910 756 164 1904 1826 31 994 34 855 41 29 161 11540 206 596 301 54 252 573
leaf_count=1328097 2954816 3660 360 20 100 1004 247 263 116 8229 25 910 756 164 1904 1826 31 994 34 855 41 29 161 11540 206 596 301 54 252 573
internal_value=0 56.3777 -1216.76 1191.88 43722.1 -2478.98 -1583.48 -12006.2 -17752.7 75.3922 3773.88 16219.1 -3811.02 26383.4 27832.8 -1841.88 29210.7 -20911.7 -25526.2 2984.89 44726.2 90672.5 -22710.6 402.036 -25906 -10344.7 -27480.3 -22745.5 -26830.8 3023.19
internal_weight=0 1.36335e+06 35251 12121 221 23130 21849 3000 1281 18849 9658 3003 9191 2093 2068 6655 201 1882 1635 1118 170 70 1165 11900 962 2422 1601 1300 1246 4233
internal_count=4318164 1363348 35251 12121 221 23130 21849 3000 1281 18849 9658 3003 9191 2093 2068 6655 201 1882 1635 1118 170 70 1165 11900 962 2422 1601 1300 1246 4233
is_linear=0
shrinkage=0.1


Tree=3244
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 2 3 5 2 3 3 5 4 2 2 5 0 5 3 0 2 0 4 2 2 2 1 1 1 0
split_gain=6.33072e+11 3.08438e+12 1.65256e+13 2.80962e+13 2.224e+13 2.84022e+13 6.97091e+13 3.69779e+13 2.8378e+13 2.50855e+13 1.73789e+13 1.3064e+13 1.78291e+13 1.03378e+13 1.78792e+13 8.10248e+12 1.69472e+13 7.69258e+12 7.59028e+12 1.11373e+13 3.45464e+13 1.33428e+13 2.20756e+13 1.18199e+13 9.33077e+12 8.14523e+12 1.66889e+13 7.35543e+12 2.76415e+13 5.06811e+13
threshold=142.05000000000004 38.969379750000009 38.950530550000003 45.029420750000007 45.047272400000004 3.5000000000000004 10.500000000000002 161.85000000000002 14.500000000000002 9.5000000000000018 14.500000000000002 150.04500000000004 4.5000000000000009 10.500000000000002 14.500000000000002 177.02500000000003 45.022371150000005 225.45000000000002 6.5000000000000009 45.029420750000007 8.5000000000000018 44.893607100000004 4.5000000000000009 11.500000000000002 15.500000000000002 5.5000000000000009 37.777459000000007 49.323301500000007 49.236330900000006 53.516665650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 10 -5 6 -6 8 -7 -9 -4 -12 15 -11 -15 -13 -17 -14 -2 20 25 22 23 -22 -24 -20 -27 28 -3 -30
right_child=1 27 3 4 5 7 -8 9 -10 13 11 12 17 14 -16 16 -18 -19 19 -21 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=2.65810400756888 3818.6118952910701 -2962.0511771163701 100485.94583899458 -98963.008096590915 -27632.334244791669 -129158.46682257402 206722.71079545456 109892.7587890625 18004.433125 -59523.392937500001 -15000.533559027777 127357.48464673915 40033.353411865239 93516.117857142861 -13464.775778048157 119116.00638020833 6375.5563802083343 -40032.128938802081 -45203.39422565329 -1869.1882517072891 94339.786562499998 -47732.317830882355 -79655.400595238098 8708.4306134259259 13535.177450284093 -36915.176210937498 -163130.68125000002 680.05714797866005 42205.400343232999 -108874.45173339844
leaf_weight=4297453 2397 6683 46 22 30 38 22 24 20 25 45 23 24 21 61 24 30 24 58 2304 40 34 21 27 22 20 22 8506 34 64
leaf_count=4297453 2397 6683 46 22 30 38 22 24 20 25 45 23 24 21 61 24 30 24 58 2304 40 34 21 27 22 20 22 8506 34 64
internal_value=0 -551.546 1497.18 19232.3 -2716.2 6069.81 71517.9 -11937.1 -78412.6 17494.9 45956.6 31201.6 47834.4 -3229.88 13932.8 77652.9 56482.4 0.612237 -220.736 -4020.7 -24336.7 7019.66 23943 59831.6 -31976.5 -69489.8 -103028 -1278.46 -3735.2 -56459
internal_weight=0 20711 5424 479 263 241 52 189 58 131 216 170 125 107 82 77 54 48 4945 2548 244 144 110 67 43 100 42 15287 6781 98
internal_count=4318164 20711 5424 479 263 241 52 189 58 131 216 170 125 107 82 77 54 48 4945 2548 244 144 110 67 43 100 42 15287 6781 98
is_linear=0
shrinkage=0.1


Tree=3245
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 5 4 3 1 5 0 5 5 6 3 3 1 0 1 5 5 1 5 5 0 1 6 2 2 5
split_gain=6.14755e+11 5.37399e+12 1.84189e+13 2.91818e+13 2.55743e+13 3.31398e+13 2.18792e+13 4.09418e+13 3.01801e+13 2.59698e+13 2.17717e+13 7.39924e+13 5.32209e+13 2.94864e+13 2.85742e+13 2.9536e+13 2.77821e+13 2.2789e+13 2.22423e+13 1.98768e+13 1.91307e+13 1.8572e+13 1.8314e+13 1.7177e+13 3.99888e+13 5.50985e+13 1.26624e+14 3.84284e+13 3.53953e+13 3.40141e+13
threshold=56.831297550000009 56.876792350000009 60.611165000000007 3.5000000000000004 9.5000000000000018 70.00500000000001 2.5000000000000004 6.5000000000000009 60.58031445000001 161.85000000000002 56.838612000000005 107.05000000000001 118.33500000000002 1.5000000000000002 8.5000000000000018 4.5000000000000009 60.55755580000001 56.852744000000008 57.550671000000001 73.995000000000019 161.85000000000002 53.243495500000009 92.035000000000011 95.020000000000024 56.838612000000005 60.601268000000012 1.5000000000000002 9.5000000000000018 5.5000000000000009 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 5 21 7 8 -7 10 11 13 -13 -8 15 22 -16 -12 -19 -2 23 -5 -15 -6 29 27 -27 28 -26 -25
right_child=1 -3 -4 4 20 6 9 -9 -10 -11 17 12 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-18.502525004849804 -9861.5263345003841 1.8137112671952016 3643.8597377369133 5533.7708477930128 -2092.0376157831124 41586.131295572915 -51576.637057345033 63728.248594872566 -99110.504435483876 89672.663490853665 -13250.430323060296 222278.76754032259 28274.606907301684 26975.306674656727 7625.9311309814457 56627.164352158368 -102340.70155552456 27539.99160415187 -5538.2236030851845 -47554.230671574522 -42529.443040707236 -966.18922496848745 -85245.616947115399 3943.8283546401517 18946.450599182666 -10164.894716282895 212863.25754076091 40453.100243719695 -29670.97563883464 -51776.528057117001
leaf_weight=3481074 1356 769439 18273 7291 25619 30 61 199 31 41 553 31 26 33 128 236 28 462 363 156 114 11070 26 330 341 57 46 319 267 164
leaf_count=3481074 1356 769439 18273 7291 25619 30 61 199 31 41 553 31 26 33 128 236 28 462 363 156 114 11070 26 330 341 57 46 319 267 164
internal_value=0 76.9435 931.444 -72.3223 359.745 3018.02 14478.3 41758 -29915.4 10910.6 9251.98 25708.3 133786 13676.2 22502 40806.1 -12111.7 2456.9 12985.6 -13750.5 -1650.17 1614.89 -22478 -1478.48 8835.66 20053.8 89439.9 12344.3 -2403.64 -14554.4
internal_weight=0 837090 67651 49378 47866 20609 2248 260 61 1988 1947 569 57 512 451 295 156 1378 825 1512 27257 18361 59 27143 1524 1030 103 927 608 494
internal_count=4318164 837090 67651 49378 47866 20609 2248 260 61 1988 1947 569 57 512 451 295 156 1378 825 1512 27257 18361 59 27143 1524 1030 103 927 608 494
is_linear=0
shrinkage=0.1


Tree=3246
num_leaves=31
num_cat=0
split_feature=5 1 1 1 2 3 5 4 5 0 0 3 3 5 4 3 2 3 2 0 4 1 0 0 1 0 2 0 3 5
split_gain=6.70946e+11 4.28946e+12 2.54051e+13 4.39106e+13 3.71899e+13 3.42085e+13 4.2647e+13 3.9105e+13 2.90708e+13 2.86771e+13 2.86709e+13 2.73021e+13 3.12891e+13 3.57856e+13 2.85387e+13 2.65202e+13 2.49178e+13 2.67715e+13 2.93452e+13 2.48894e+13 2.27738e+13 1.97258e+13 4.19257e+13 1.95886e+13 1.95089e+13 4.90318e+13 4.06193e+13 2.91753e+13 4.17677e+13 2.92379e+13
threshold=98.020000000000024 39.007683500000006 39.188277450000008 39.262370300000008 17.500000000000004 16.500000000000004 107.05000000000001 4.5000000000000009 118.33500000000002 51.369916400000001 50.565831500000009 6.5000000000000009 20.500000000000004 103.45000000000002 3.5000000000000004 16.500000000000004 19.500000000000004 19.500000000000004 8.5000000000000018 44.226894250000008 3.5000000000000004 39.694727950000008 47.297889100000013 45.047272400000004 38.975980350000007 45.022371150000005 2.5000000000000004 45.067452850000002 22.500000000000004 103.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 5 4 9 7 20 10 16 -4 -3 -11 13 15 -15 -13 17 18 -8 -2 -7 22 -5 -18 -21 26 -26 28 29 -27
right_child=1 2 3 21 -6 6 8 -9 -10 11 -12 12 -14 14 -16 -17 23 -19 -20 24 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=7.0946211416994363 100280.92162500002 -14192.761250756888 -62263.558366935482 -4307.284753943567 -80880.412903225806 15487.038741146549 47648.58423978366 25644.458921314465 734.11548424004036 74342.721224868888 -46588.800172241608 -80711.104879385966 111841.14028716215 45848.275957961312 -30381.449346823771 44599.621256510422 100908.57460937501 -68965.931624781835 -56233.952467105264 5.1589157636848109 116243.78676970111 -245.55343409759337 -53497.127282772155 -26209.254832175928 -166348.07362500002 52033.00720684039 -23692.219468118688 -7594.3636367640547 -17200.338659401208 17718.945347016699
leaf_weight=4182669 25 2357 31 929 31 910 52 223 644 143 309 57 37 252 61 24 22 188 57 46448 23 79834 213 27 25 307 99 582 286 1299
leaf_count=4182669 25 2357 31 929 31 910 52 223 644 143 309 57 37 252 61 24 22 188 57 46448 23 79834 213 27 25 307 99 582 286 1299
internal_value=0 -219.008 -642.978 -226.656 25946.6 -7703.83 2630.64 -14582.7 -11826.4 31420.4 -17947.6 36479.9 23917.6 15660.8 30992 -43582 -35204.8 -46105.1 -6675.31 527.689 17970.9 -432.225 -13481.9 30864.1 476.842 8909.77 -52453.5 11985.4 18008.3 24278.4
internal_weight=0 135495 86424 81612 636 4812 1923 2889 990 605 2666 574 431 394 313 81 346 297 109 49071 933 80976 1142 49 49046 2598 124 2474 1892 1606
internal_count=4318164 135495 86424 81612 636 4812 1923 2889 990 605 2666 574 431 394 313 81 346 297 109 49071 933 80976 1142 49 49046 2598 124 2474 1892 1606
is_linear=0
shrinkage=0.1


Tree=3247
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 0 0 3 5 5 0 5 2 5 5 3 2 5 5 5 2 3 0 3 4 5 5
split_gain=5.68831e+11 5.74088e+12 1.75059e+13 3.44881e+13 1.5731e+13 1.08014e+14 2.40726e+13 2.19461e+13 3.15132e+13 2.73142e+13 4.59851e+13 5.23881e+13 1.81166e+13 1.74939e+13 1.71292e+13 3.98816e+13 2.09574e+13 1.55096e+13 1.31838e+13 1.29479e+13 1.289e+13 1.25428e+13 1.23309e+13 1.05844e+13 1.05045e+13 9.91648e+12 9.89837e+12 9.72605e+12 1.40057e+13 9.44444e+12
threshold=61.880021000000006 65.480823400000006 55.518428350000008 56.367862600000002 63.563300600000012 60.063729500000008 60.693675950000006 57.265292900000006 57.641335050000002 57.106514900000001 6.5000000000000009 80.00500000000001 51.815000000000005 57.057093650000006 90.015000000000015 2.5000000000000004 73.995000000000019 110.05000000000001 3.5000000000000004 1.5000000000000002 74.610000000000014 97.050000000000011 112.04500000000002 8.5000000000000018 5.5000000000000009 55.212972300000011 23.500000000000004 3.5000000000000004 44.410000000000004 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 -4 5 7 12 9 -9 13 11 -11 -7 21 16 17 26 -16 -13 -18 24 27 23 -17 -6 -2 -12 28 -5 -27
right_child=1 -3 3 4 20 6 -8 8 -10 10 14 18 -14 -15 15 22 19 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-22.563122244673878 -29451.530981445314 32.654076465223461 -28582.019597094473 2936.6934598539547 -2376.7028447043608 79456.942447916663 60330.393237704928 -22082.694126819792 13879.913666085382 20573.089950182533 2865.5201345507357 70756.908126884591 207923.96711956523 -51752.080438755584 117649.61200683595 -85939.750065888569 81652.916623263896 6049.2222478693184 148729.7008482143 19670.127041764696 -40196.234209701121 -48926.404357244319 14290.498082386366 -16633.301770833332 -30591.025559393569 14660.266167879214 47143.181439568019 17630.02091465281 -7834.2239408642699 57747.823162615743
leaf_weight=3114505 48 1187182 382 2668 1578 21 122 802 350 769 5036 57 23 70 20 83 36 33 35 528 109 55 22 30 144 878 51 268 2205 54
leaf_count=3114505 48 1187182 382 2668 1578 21 122 802 350 769 5036 57 23 70 20 83 36 33 35 528 109 55 22 30 144 878 51 268 2205 54
internal_value=0 58.3828 1912.16 1092.48 1842.44 3040.16 83199.7 2025.79 -11156.6 3294.89 7530.57 29105 146610 -2094.21 4349.27 -25345.7 5337.18 48162.6 100420 23626.5 -6847.04 -1425.23 -54204.5 -67539.8 -4736.09 14873.9 3309.43 -917.043 -1937.07 17156.8
internal_weight=0 1.20366e+06 16477 15497 15115 13284 166 13118 1152 11966 6700 861 44 5266 5839 188 5651 53 92 564 1831 5196 135 113 1722 980 5087 5141 4873 932
internal_count=4318164 1203659 16477 15497 15115 13284 166 13118 1152 11966 6700 861 44 5266 5839 188 5651 53 92 564 1831 5196 135 113 1722 980 5087 5141 4873 932
is_linear=0
shrinkage=0.1


Tree=3248
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 0 5 1 1 0 1 0 4 0 1 0 0 0 0 1 5 0 2 0 5 5 1 1 0 2
split_gain=6.04716e+11 2.28371e+12 7.20932e+12 1.60311e+13 6.56067e+12 8.30237e+12 5.95771e+12 1.64093e+13 2.42307e+13 1.19731e+13 1.14851e+13 2.42739e+13 2.4147e+13 1.50963e+13 1.2552e+13 1.07612e+13 1.03595e+13 2.68489e+13 1.09663e+13 9.40957e+12 8.47911e+12 7.39443e+12 5.6254e+12 5.2416e+12 4.80211e+12 3.8599e+12 8.6018e+12 4.45049e+12 9.78841e+12 4.53332e+12
threshold=2.5000000000000004 150.04500000000004 92.815157350000007 83.006817700000013 60.063729500000008 57.945214300000011 177.02500000000003 38.096381250000007 37.597123000000003 56.663136550000011 60.837513500000007 47.272352350000006 2.5000000000000004 45.047272400000004 65.480823400000006 53.242949050000007 54.725565150000001 47.272352350000006 55.74310830000001 39.614024000000008 225.45000000000002 45.040161900000008 1.5000000000000002 44.874285750000006 161.85000000000002 142.05000000000004 39.630124250000001 43.868031300000006 53.242949050000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 4 5 6 9 8 -8 16 11 13 -13 23 -12 -14 17 21 -18 -15 -17 24 -5 -9 -3 -1 -27 -28 -29 -30
right_child=-2 2 -4 22 -6 -7 7 10 -10 -11 14 12 15 19 -16 20 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=214.41363365675076 -6.1360172231524492 -7798.0228124999994 48243.057678865131 -21725.891596283785 61901.607102272734 -44971.516875000001 5873.9044726562497 3714.5570039970935 140681.1809375 97691.332675781261 90019.906933593753 3425.9149733970903 -145216.35109375001 17088.36222826087 -3875.1012276785718 -92248.609842566293 -59698.980361735034 129035.68695652173 30991.250260416669 108566.21917613636 -13153.768070652173 -43899.96274857955 -84703.71981997283 -52012.366536458336 59905.948650568178 -48270.993219339623 37011.946634615386 -56999.063038793101 -13470.221754807695 46169.608953125004
leaf_weight=112182 4205107 20 38 37 22 30 40 86 20 20 24 58 20 23 35 33 30 23 24 22 23 22 23 21 22 53 26 29 26 25
leaf_count=112182 4205107 20 38 37 22 30 40 86 20 20 24 58 20 23 35 33 30 23 24 22 23 22 23 21 22 53 26 29 26 25
internal_value=0 228.227 5857.92 3482.35 8273.58 6294.03 9011.28 2542.58 50809.7 25283.5 -5851.69 -14138.8 -45166.9 13215 34319.5 -82250.9 15012.9 36367.7 -19392.2 61810.9 -59763.2 3065.18 -45867.4 -7222.5 27666 192.346 -15377.4 1069.36 -10612 15765
internal_weight=0 113057 716 678 618 596 566 405 60 161 345 286 134 152 59 76 141 87 54 45 56 64 60 107 42 112341 159 106 80 51
internal_count=4318164 113057 716 678 618 596 566 405 60 161 345 286 134 152 59 76 141 87 54 45 56 64 60 107 42 112341 159 106 80 51
is_linear=0
shrinkage=0.1


Tree=3249
num_leaves=31
num_cat=0
split_feature=0 0 6 1 3 3 0 5 1 3 1 1 5 2 5 1 2 2 0 2 5 5 2 1 1 2 2 1 3 0
split_gain=5.89181e+11 5.72219e+12 7.78248e+12 1.44031e+13 1.07374e+13 1.68605e+13 1.08896e+13 1.05004e+13 9.02869e+12 1.37671e+13 1.0002e+13 1.13727e+13 9.28939e+12 1.36498e+13 1.01361e+13 1.72568e+13 1.10961e+13 1.04238e+13 1.12696e+13 2.28457e+13 1.49986e+13 9.44468e+12 2.74321e+13 2.01212e+13 1.73895e+13 1.30917e+13 1.21942e+13 2.52631e+13 1.11618e+13 9.10287e+12
threshold=54.942865800000007 54.947737500000009 1.5000000000000002 82.957885500000017 14.500000000000002 12.500000000000002 54.943649450000002 47.415000000000006 82.95335685000002 5.5000000000000009 82.962740850000003 82.964402850000013 59.025000000000013 8.5000000000000018 39.355000000000011 82.97193200000001 2.5000000000000004 2.5000000000000004 54.947152850000002 6.5000000000000009 47.815000000000005 87.00500000000001 8.5000000000000018 82.97193200000001 82.967723800000016 9.5000000000000018 4.5000000000000009 82.97193200000001 7.5000000000000009 54.946533000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 8 -7 -2 9 -4 -10 -12 13 14 -13 17 -17 -16 -19 -20 -21 22 28 25 -23 -24 27 -26 -14 -28
right_child=1 -3 4 -5 -6 6 -8 -9 10 -11 11 12 21 -15 15 16 -18 18 19 20 -22 24 23 -25 26 -27 29 -29 -30 -31
leaf_value=54.379669957193123 281.97551065245392 7.766493583151858 -1138.809378585282 -4.1356115402544438 9609.4237031153843 -87374.490000000005 -18964.374877929688 -8837.7232180502779 -4728.0087401382525 22560.116338849519 18516.770865574013 -1727.7999293259586 48535.526590401787 -5473.4657848594052 -2021.7778464181083 9912.2336934791438 -8568.2213965546307 11376.960220769906 33575.92021400189 44744.826718750002 -24152.381955829329 -26175.33346069869 29220.651104495686 -41634.798163555199 24467.119744433054 1918.0206610957277 -9473.6539535185057 -16398.213236607142 -14997.645928015023 7575.3066252642866
leaf_weight=1363348 2055 2798789 715 116097 787 25 336 3274 10985 373 294 5307 28 3590 994 424 1390 3517 116 35 325 229 279 77 541 474 814 210 2227 509
leaf_count=1363348 2055 2798789 715 116097 787 25 336 3274 10985 373 294 5307 28 3590 994 424 1390 3517 116 35 325 229 279 77 541 474 814 210 2227 509
internal_value=0 -25.0907 -614.478 -237.473 -1937.51 -2206.26 -23701.9 -5320.93 -1974.29 6985.91 -2275.5 -1015.41 -1287.75 -58.0802 1547.57 4103.43 -4248.64 7141.46 9422.52 -5018.17 -17454 -4870.4 -8487.82 7055.21 -24.6581 12034.1 2862.76 13040.1 -14208.8 -2914.38
internal_weight=0 2.95482e+06 156027 121426 34601 33814 361 5329 33453 1088 32365 21380 21086 15698 12108 6801 1814 4987 3993 476 360 5388 3085 830 2303 753 2074 751 2255 1323
internal_count=4318164 2954816 156027 121426 34601 33814 361 5329 33453 1088 32365 21380 21086 15698 12108 6801 1814 4987 3993 476 360 5388 3085 830 2303 753 2074 751 2255 1323
is_linear=0
shrinkage=0.1


Tree=3250
num_leaves=31
num_cat=0
split_feature=1 5 5 2 0 0 0 2 3 1 0 3 4 3 0 1 3 3 3 6 1 1 5 2 1 0 0 5 5 3
split_gain=5.83253e+11 5.3424e+12 1.30162e+13 2.13166e+13 1.71082e+13 1.87336e+13 2.73731e+13 3.08572e+13 2.3623e+13 1.98649e+13 3.42822e+13 3.71481e+13 1.81706e+13 2.17882e+13 1.78639e+13 1.62681e+13 2.07967e+13 1.59656e+13 1.46123e+13 1.31247e+13 1.29637e+13 1.52139e+13 1.22641e+13 1.50649e+13 2.04187e+13 2.91526e+13 5.70061e+13 3.13822e+13 3.10932e+13 8.19006e+13
threshold=61.880021000000006 71.00500000000001 73.995000000000019 7.5000000000000009 54.944759500000011 55.110554300000004 55.030402950000003 1.5000000000000002 12.500000000000002 82.907204800000002 55.055104550000003 7.5000000000000009 2.5000000000000004 10.500000000000002 55.055104550000003 82.940215400000014 11.500000000000002 24.500000000000004 24.500000000000004 1.5000000000000002 82.945329900000004 83.015546400000019 59.245000000000012 2.5000000000000004 83.00362155000002 55.017213950000006 55.046835900000012 64.805000000000021 65.045000000000016 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 3 4 19 6 -6 -8 9 10 -9 -12 13 -7 18 -11 20 -5 -10 -3 -17 -22 -2 24 25 -24 27 -27 29 -29
right_child=1 2 -4 17 5 12 7 8 14 15 11 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-22.847364750119233 121.51005457748097 -11237.937343485373 266.87158164271182 -2263.4085556556652 5907.8613854695141 -17856.707815111087 -65.446775451187008 13498.411541863208 11119.325057687238 7136.7528597692935 49313.023963758686 195069.16888786765 7369.192696078243 13539.584945126489 -20668.461515066967 57763.786171874999 94960.760042317721 12419.113254162867 64968.377940559389 3755.6171155139273 15217.604043192492 55436.120659722226 -569.64642131962273 -1438.3670164561236 -1838.2976378402518 11291.701559332281 660.87807799489326 247640.99778645835 25823.800490311449 33957.753636663736
leaf_weight=3114505 860483 858 160696 7479 2952 741 516 53 237 213 36 34 2286 315 140 165 60 822 64 1827 371 126 15249 115833 19177 4316 7984 24 531 71
leaf_count=3114505 860483 858 160696 7479 2952 741 516 53 237 213 36 34 2286 315 140 165 60 822 64 1827 371 126 15249 115833 19177 4316 7984 24 531 71
internal_value=0 59.1183 561.542 3015.67 5903.85 8146.29 12041.2 21026.5 28287 36391.8 74171 120109 2357.61 -8491.34 8842.79 31421.9 38586.4 -809.483 22569 -1035.62 33476.9 25413.8 -29.2227 -824.044 678.719 2391.9 5885.68 14326.5 35250.5 87940.9
internal_weight=0 1.20366e+06 179991 19295 10994 8309 4967 2015 1499 1058 123 70 3342 1056 441 935 722 8301 301 2685 662 497 1.02367e+06 163185 47352 28175 12926 4942 626 95
internal_count=4318164 1203659 179991 19295 10994 8309 4967 2015 1499 1058 123 70 3342 1056 441 935 722 8301 301 2685 662 497 1023668 163185 47352 28175 12926 4942 626 95
is_linear=0
shrinkage=0.1


Tree=3251
num_leaves=31
num_cat=0
split_feature=5 3 5 0 0 3 1 3 0 0 4 3 0 2 2 0 0 5 6 3 1 0 0 6 4 0 1 2 1 0
split_gain=5.93875e+11 7.72049e+12 3.01344e+13 3.86878e+13 5.45853e+13 2.85237e+13 2.0064e+13 5.23845e+13 3.20732e+13 2.64915e+13 2.20107e+13 2.15414e+13 3.01827e+13 2.12331e+13 5.80426e+13 9.14194e+13 3.38718e+13 3.27809e+13 1.98254e+13 1.79075e+13 2.07214e+14 3.41713e+13 1.74833e+13 1.69782e+13 2.7599e+13 2.96207e+13 2.62809e+13 2.0476e+13 1.52944e+13 1.73336e+13
threshold=92.035000000000011 15.500000000000002 94.040000000000006 55.860536450000005 55.755036050000008 23.500000000000004 37.726745000000001 24.500000000000004 55.734663800000007 55.349623500000007 2.5000000000000004 32.500000000000007 55.68356880000001 13.500000000000002 8.5000000000000018 55.645049100000001 55.628356700000005 93.00500000000001 1.5000000000000002 22.500000000000004 30.362552800000003 55.885524800000006 55.657530000000008 1.5000000000000002 2.5000000000000004 45.022371150000005 38.92948375000001 11.500000000000002 37.777459000000007 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 19 7 8 9 -3 -11 12 22 14 16 -16 -12 -18 -15 21 -21 -5 -9 28 25 27 -27 -25 29 -8
right_child=1 2 -4 5 -6 -7 23 11 -10 10 13 -13 -14 18 15 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=7.7920612737207477 286.35167473537916 29126.489648437502 -312.99564252226355 -117648.39787326391 30892.176468783175 -4335.8260630718032 -18535.829996744793 42103.622522583013 -165877.91078125002 42798.563341346162 -62392.778332913309 -15795.156157871461 -39187.430793278392 -59116.567832880435 -59548.205167410713 -259418.04181985298 -51678.226029829551 111440.89235491071 32753.831673177083 -280380.73935842805 -430.64072596040887 -19000.998143977744 138366.31807065217 -13990.225911458336 11633.772366144687 -117157.79089226975 -24239.983469286151 123012.32890625001 -13840.573284249411 57602.329524253728
leaf_weight=4135587 121183 54 54668 36 471 1140 54 105 20 26 93 159 41 46 70 34 22 28 48 33 133 1428 23 24 1264 38 153 20 1096 67
leaf_count=4135587 121183 54 54668 36 471 1140 54 105 20 26 93 159 41 46 70 34 22 28 48 33 133 1428 23 24 1264 38 153 20 1096 67
internal_value=0 -176.5 -1090.1 -7406.31 -1060.02 -16469.8 -5378.37 -19638 -42147 -36269.1 -45891.3 10625.6 35483 -52653.6 -68047.3 -124890 -26707 39668.5 -12204 -24956.2 -56083.4 -21426.8 59400.8 -1340.94 5783.09 -25686.1 -42726.2 48283.7 -10115.7 23623.3
internal_weight=0 182577 61394 6726 3956 2770 3485 769 441 421 367 328 169 341 247 104 143 50 94 1630 166 1464 128 2716 1499 235 191 44 1217 121
internal_count=4318164 182577 61394 6726 3956 2770 3485 769 441 421 367 328 169 341 247 104 143 50 94 1630 166 1464 128 2716 1499 235 191 44 1217 121
is_linear=0
shrinkage=0.1


Tree=3252
num_leaves=31
num_cat=0
split_feature=5 5 1 2 3 1 1 2 1 0 0 3 0 0 2 0 4 2 1 2 0 1 2 0 0 0 0 0 3 3
split_gain=6.37003e+11 3.01417e+12 2.41215e+13 2.94348e+13 2.44065e+13 2.68565e+13 2.30567e+13 2.14272e+13 3.78993e+13 3.37834e+13 2.03564e+13 1.90783e+13 1.84988e+13 1.03764e+14 1.97173e+13 1.96909e+13 2.17348e+13 1.52086e+13 1.51297e+13 2.21677e+13 2.53251e+13 2.1901e+13 2.15197e+13 1.41324e+13 2.09557e+13 1.55929e+13 1.39258e+13 1.39083e+13 3.98854e+13 1.57089e+13
threshold=100.05000000000001 101.05000000000001 38.950530550000003 10.500000000000002 14.500000000000002 37.597123000000003 38.911476500000006 11.500000000000002 49.964253350000007 55.120365700000008 58.242297500000006 22.500000000000004 59.950068600000009 59.904813200000007 7.5000000000000009 56.143542450000005 3.5000000000000004 5.5000000000000009 36.585378200000001 6.5000000000000009 55.657530000000008 36.761894450000007 9.5000000000000018 55.924336300000007 59.896318000000008 59.820733200000006 55.834684950000003 55.664473600000008 9.5000000000000018 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 6 11 18 8 -5 -10 -4 12 13 14 -6 16 -16 -14 22 21 -21 -20 -2 26 25 -25 -13 -23 29 -29
right_child=1 -3 3 7 5 -7 -8 -9 9 -11 -12 23 17 -15 15 -17 -18 -19 19 20 -22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=6.4604945418538353 5133.5774185098189 -121.87917185013767 -13623.447233323133 -19186.84779411765 3703.7557486756214 20828.495963298745 -65151.579924242425 4635.7760744280131 217574.53300781251 43204.072812500002 63162.624352678577 21507.106372070313 -48528.554012625566 -220752.06239224138 -92612.235590615775 25517.029296875 -3550.6651538085935 41214.494665948281 146528.86607142858 34963.224593431129 -78362.207056588843 19380.256243426178 88253.098674242428 5861.1364923650572 -6967.9341969936713 112721.22209201391 -66517.673704268294 79775.74908644153 -9505.4849235372349 178132.71363636365
leaf_weight=4199349 555 113734 2545 34 146 268 33 525 20 25 35 32 28 29 87 30 40 58 21 49 33 146 33 22 79 36 41 62 47 22
leaf_count=4199349 555 113734 2545 34 146 268 33 525 20 25 35 32 28 29 87 30 40 58 21 49 33 146 33 22 79 36 41 62 47 22
internal_value=0 -228.337 -2611.31 -7929.64 6315.18 -5673.79 17046.6 11942.1 60496.7 120702 -12581.8 -16983.7 -29337.8 -40044.7 -22749.3 -47348.9 -64561.3 11995.8 19848.8 35400.3 -10643.4 48070.1 9798.45 7606.88 26543.4 72188.1 -27931.5 40605.7 64261.5 105536
internal_weight=0 118815 5081 3184 1897 896 1001 604 79 45 2580 628 418 332 303 157 127 86 968 380 82 298 588 210 137 58 73 277 131 84
internal_count=4318164 118815 5081 3184 1897 896 1001 604 79 45 2580 628 418 332 303 157 127 86 968 380 82 298 588 210 137 58 73 277 131 84
is_linear=0
shrinkage=0.1


Tree=3253
num_leaves=31
num_cat=0
split_feature=5 5 1 0 6 4 0 2 0 4 4 6 5 0 4 5 0 1 0 3 3 5 0 0 3 5 5 1 1 5
split_gain=6.20576e+11 8.1662e+12 7.13464e+12 1.00489e+13 1.09817e+13 1.07955e+13 1.59498e+13 7.96336e+12 7.3659e+12 7.04455e+12 6.46718e+12 2.45981e+13 4.20012e+13 3.32748e+13 4.49503e+13 4.96971e+13 5.66475e+13 4.52844e+13 4.68165e+13 3.89323e+13 3.98478e+13 3.68366e+13 3.25902e+13 3.15903e+13 7.31632e+13 6.27456e+13 5.21003e+13 6.92034e+13 8.53655e+13 5.20541e+13
threshold=47.005000000000003 49.010000000000012 30.102666750000001 59.950068600000009 1.5000000000000002 1.5000000000000002 60.693675950000006 2.5000000000000004 54.708501450000007 2.5000000000000004 1.5000000000000002 1.5000000000000002 51.405000000000008 45.040161900000008 1.0000000180025095e-35 50.805000000000007 59.939091550000008 30.160599000000001 59.963407450000012 6.5000000000000009 10.500000000000002 50.410000000000004 59.932719750000011 57.131524800000008 14.500000000000002 67.520000000000024 177.02500000000003 37.457850350000008 37.516458750000005 73.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 -5 -2 -6 11 12 -3 -13 -15 16 21 -18 19 -19 -21 22 -16 25 -25 -17 27 -27 -29 -26
right_child=1 10 -4 5 9 6 -8 -9 -10 -11 -12 13 -14 14 15 23 17 18 -20 20 -22 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=-38.857059796566965 -24684.9323082419 -5293.2524006301937 752.65675697141398 -36912.237797619047 3457.2477626172472 -63603.074087252484 -3403.0623447516027 40187.294866448479 -595.58905655035448 45413.839834665705 27.750863482579689 3102.2176257643264 2071.6354312290046 2983.8419557437196 -1170.0235699286684 -5914.1357859965574 166662.30029500325 186733.88136574076 10819.882631753993 -5043.4810369318184 124311.16744791668 19370.225924275273 -79787.556399248235 6743.436310205615 -17265.783956630781 36105.200716594831 9802.330601230371 -219276.37131249998 -33126.876704734685 16496.411777402198
leaf_weight=2105789 272 9249 172167 21 577 101 78 37 238 43 1907066 11348 47567 11170 10305 29430 24 27 432 55 42 914 53 5491 2872 145 394 25 1689 543
leaf_count=2105789 272 9249 172167 21 577 101 78 37 238 43 1907066 11348 47567 11170 10305 29430 24 27 432 55 42 914 53 5491 2872 145 394 25 1689 543
internal_value=0 36.985 695.522 -6500.37 -2573.83 -25221.8 -37370.7 12271.9 -13443.2 6367.14 -19.0657 -696.601 872.715 -1886.08 -2775.98 -4002.83 1694.07 32171.7 26366.3 80528.2 50965.7 125.848 -1572.3 -5666.32 -404.398 -7145.44 -23229.4 -30230.2 -35842 -11897.4
internal_weight=0 2.21238e+06 173534 1367 1130 237 179 58 510 620 2.03884e+06 131775 56816 74959 63611 52441 11852 580 556 124 97 11272 10358 40589 8906 31683 2253 1859 1714 3415
internal_count=4318164 2212375 173534 1367 1130 237 179 58 510 620 2038841 131775 56816 74959 63611 52441 11852 580 556 124 97 11272 10358 40589 8906 31683 2253 1859 1714 3415
is_linear=0
shrinkage=0.1


Tree=3254
num_leaves=31
num_cat=0
split_feature=2 0 0 5 1 4 5 1 1 0 5 4 1 1 0 1 5 4 3 3 5 2 6 1 0 1 0 5 5 3
split_gain=6.69374e+11 4.82247e+12 1.13501e+13 1.46853e+13 4.27419e+13 6.42785e+13 1.23957e+13 1.18329e+13 1.03917e+13 2.77287e+13 2.49588e+13 9.69854e+13 2.23001e+13 7.86611e+13 4.96818e+13 2.13036e+13 2.29482e+13 2.06067e+13 1.58997e+13 1.54785e+13 2.23284e+13 1.52035e+13 1.51124e+13 1.63194e+13 3.47433e+13 3.80814e+13 2.82738e+13 2.77237e+13 1.87213e+13 1.78224e+13
threshold=5.5000000000000009 56.838612000000005 56.791364150000007 161.85000000000002 60.601268000000012 4.5000000000000009 150.04500000000004 34.359746700000009 60.601268000000012 56.831297550000009 105.35000000000001 3.5000000000000004 60.08989780000001 60.479177250000006 56.819808050000006 37.342273500000012 68.52500000000002 4.5000000000000009 16.500000000000004 3.5000000000000004 92.035000000000011 1.5000000000000002 1.5000000000000002 60.628582700000003 56.831297550000009 60.611165000000007 56.831297550000009 50.005000000000003 62.385000000000012 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -4 9 12 -11 -12 15 14 -14 -9 -17 18 -10 20 -15 -19 -20 24 25 27 29 -24 -26 -25
right_child=-2 -3 3 4 -6 -7 -8 8 17 10 11 -13 13 19 -16 16 -18 21 22 -21 -22 -23 23 26 28 -27 -28 -29 -30 -31
leaf_value=-69.735990906098181 45.734823992838749 255.38948223188427 -73650.700993546197 -109919.8924107143 95912.698189871662 114812.30531250002 -55059.193465909098 3078.0215063312712 -2086.2422334980506 6098.6761631969675 -58314.719232536765 172754.94447115387 23378.511176425924 11721.195906575522 104685.52555082514 -11372.80499641795 -49556.794905017676 2454.0481529017857 -16535.979903730848 -2606.5270462005265 108211.93296042223 -80227.471913422138 -3619.4596223958333 -40305.589355645672 -1355.4621773856027 4355.9735093212639 19509.844282515329 109104.54569580079 -92293.72434210527 15872.081470070421
leaf_weight=1978002 1838026 467614 23 35 56 20 44 1043 12104 3776 34 39 483 309 89 2493 168 35 1636 11122 26 61 30 276 56 189 186 80 38 71
leaf_count=1978002 1838026 467614 23 35 56 20 44 1043 12104 3776 34 39 483 309 89 2493 168 35 1636 11122 26 61 30 276 56 189 186 80 38 71
internal_value=0 -33.894 -101.11 -1898.72 34415.9 -28199.1 -2015.86 -1947.95 -1899.93 -389.635 7218.33 65133.5 -2250.88 -161.743 36029.4 -9035.52 -13783.5 -3903.35 -3601.07 -1968.62 19210 -50083.2 -10757.8 -549.247 14910.9 31582.1 -11948.6 78361.6 -38117.7 -28811
internal_weight=0 2.48014e+06 2.01252e+06 34522 111 55 34411 34367 34344 19582 3849 73 15733 12029 572 3704 2661 14762 14666 11457 335 96 2562 926 393 299 533 110 94 347
internal_count=4318164 2480138 2012524 34522 111 55 34411 34367 34344 19582 3849 73 15733 12029 572 3704 2661 14762 14666 11457 335 96 2562 926 393 299 533 110 94 347
is_linear=0
shrinkage=0.1


Tree=3255
num_leaves=31
num_cat=0
split_feature=5 4 2 5 1 1 1 1 2 1 3 3 0 0 0 0 5 4 0 2 1 1 0 0 1 6 4 1 1 3
split_gain=6.35008e+11 3.07768e+12 1.15963e+13 1.20714e+13 4.22907e+13 6.18131e+12 1.38661e+13 1.58183e+13 1.38508e+13 1.08961e+13 9.1071e+12 7.94451e+12 1.09923e+13 8.5442e+12 7.52124e+12 6.77382e+12 6.06312e+12 5.25402e+12 8.18099e+12 4.13802e+12 3.71028e+12 3.47196e+12 3.0732e+12 7.32368e+12 7.23514e+12 7.07075e+12 5.81219e+12 7.32888e+12 1.39307e+13 5.68975e+12
threshold=142.05000000000004 5.5000000000000009 13.500000000000002 137.05000000000004 39.753614400000011 37.475443250000005 30.362552800000003 30.323743050000001 2.5000000000000004 37.642309100000013 14.500000000000002 8.5000000000000018 55.784980300000008 55.826364100000013 55.299834250000011 59.916647550000008 112.04500000000002 6.5000000000000009 47.222459950000008 3.5000000000000004 50.158868250000005 30.468306550000005 60.035045000000004 60.052595500000002 30.346469350000003 1.5000000000000002 1.5000000000000002 30.160599000000001 30.434657650000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 15 -8 -7 11 12 17 14 -13 -3 -14 18 -11 -17 -20 -10 -2 24 -24 -25 -27 -28 -29 -30
right_child=22 2 -4 4 -6 9 8 -9 21 10 -12 13 16 -15 -16 19 -18 -19 20 -21 -22 -23 23 25 -26 26 27 28 29 -31
leaf_value=3.6704790818078425 -376.49700904524292 -80924.786894531251 -71168.72274305555 108778.51333007813 -74480.287656250002 70671.139999999999 -126723.82764136906 45533.396566133721 -61174.755908203129 53154.475173611114 -46620.896709408968 19353.899366629466 -18416.996875000001 62130.206729910715 -50180.868671875003 -36977.559056712962 -88784.219498697916 -29322.400537109377 -42999.588681640627 23035.87921875 17182.973735119049 -6622.3700195312504 -17793.673535156249 -52139.990046296298 -87339.921521577387 47443.540484375 -43776.154872532898 74208.294906250012 34881.305957031254 -10487.534564299185
leaf_weight=4296843 20288 20 27 34 20 20 21 43 20 36 46 70 25 35 20 27 24 33 20 20 21 28 52 27 21 25 38 25 32 203
leaf_count=4296843 20288 20 27 34 20 20 21 43 20 36 46 70 25 35 20 27 24 33 20 20 21 28 52 27 21 25 38 25 32 203
internal_value=0 2.66216 -7099.92 -4132.75 40904.9 -8730.17 -23845.6 -1802.15 -58987.3 -999.712 -5343.4 1342.39 -13487.3 20205.7 3901.73 -32181.7 -52882.6 4061.57 18369 -11439.9 -12174.4 -29352.5 -552.389 -8988.55 -37800.1 -2979.27 1130.14 -2755.22 3240.15 -4309.65
internal_weight=0 4.29745e+06 610 583 54 529 179 110 69 350 330 284 159 125 90 67 49 110 77 47 41 48 20711 423 73 350 323 298 260 235
internal_count=4318164 4297453 610 583 54 529 179 110 69 350 330 284 159 125 90 67 49 110 77 47 41 48 20711 423 73 350 323 298 260 235
is_linear=0
shrinkage=0.1


Tree=3256
num_leaves=31
num_cat=0
split_feature=2 5 5 2 1 0 0 1 1 3 3 1 2 2 0 0 2 3 3 1 1 3 3 5 2 4 1 1 1 4
split_gain=6.09717e+11 3.00235e+12 8.41584e+12 1.33196e+13 1.33113e+13 1.13533e+13 1.17677e+13 1.00698e+13 1.79373e+13 3.02405e+13 1.24695e+13 1.08303e+13 1.01866e+13 1.76377e+13 1.40145e+13 2.12736e+13 2.90832e+13 1.63587e+13 1.61429e+13 5.71493e+13 4.15284e+13 1.41799e+13 2.88213e+13 1.382e+13 1.1554e+13 1.10264e+13 9.66762e+12 5.03648e+13 1.1217e+13 1.04416e+13
threshold=14.500000000000002 137.05000000000004 150.04500000000004 23.500000000000004 39.704585000000002 59.904813200000007 59.982527000000012 82.933113850000026 61.310823700000007 16.500000000000004 20.500000000000004 83.026705000000007 22.500000000000004 21.500000000000004 56.819808050000006 45.059881250000011 20.500000000000004 18.500000000000004 17.500000000000004 44.083877800000003 38.969379750000009 16.500000000000004 17.500000000000004 142.05000000000004 17.500000000000004 3.5000000000000004 36.546174950000008 37.314272700000011 37.712318250000003 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 26 -7 8 12 -10 -11 -9 13 14 15 21 18 -16 19 25 -20 -3 -23 -24 -22 -17 -4 -28 -29 -30
right_child=1 2 5 4 -6 6 -8 11 9 10 -12 -13 -14 -15 17 16 -18 -19 20 -21 24 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-10.951015325712982 101.72975565994025 45527.632362912736 -50392.266349085374 -55096.899310302739 1944.7025076194791 104566.01000000001 10219.868549679488 107668.12875000002 49088.328788389015 -125096.13370949075 -20917.964628906251 16326.334375 81545.780344801693 -54605.543725585943 -56354.521623263892 188818.17380371096 -48770.40569196429 20925.618097098217 -66391.525755208335 -20322.278567708334 42965.869506835938 -77569.662990359051 -16082.344782762528 72086.49504394531 109070.07482421875 102889.52603236608 136838.97213040866 -51076.896854654951 -13761.728054040625 3707.5727184965417
leaf_weight=3980118 335252 53 41 48 277 20 39 25 29 27 20 27 26 32 45 32 28 70 30 30 78 47 40 32 40 28 26 48 508 1048
leaf_count=3980118 335252 53 41 48 277 20 39 25 29 27 20 27 26 32 45 32 28 70 30 30 78 47 40 32 40 28 26 48 508 1048
internal_value=0 128.936 3393.42 10391.6 -6479.9 -910.686 42201.6 17811.5 14600 -31215.7 -80765 60240.7 20298.8 17576.7 21753.6 29910.7 47632.5 -9314.44 58974 92371.3 38664.8 2503.86 -16658 23103.8 65374.1 148718 -2432.9 -1226.56 -3464.53 -1995.77
internal_weight=0 338046 2794 1064 325 1730 59 739 687 76 47 52 611 585 553 438 266 115 238 90 148 172 119 72 118 60 1671 1630 1604 1556
internal_count=4318164 338046 2794 1064 325 1730 59 739 687 76 47 52 611 585 553 438 266 115 238 90 148 172 119 72 118 60 1671 1630 1604 1556
is_linear=0
shrinkage=0.1


Tree=3257
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 5 0 1 5 1 3 3 6 3 5 3 3 5 4 0 5 0 5 5 5 4 5 3 3 5
split_gain=6.02442e+11 2.30128e+12 6.05036e+12 5.28792e+12 7.63544e+12 1.12151e+13 8.81393e+12 3.99636e+13 2.54514e+13 2.44131e+13 2.30036e+13 5.21613e+13 1.89216e+13 2.78955e+13 1.59207e+13 2.44219e+13 1.36047e+13 1.31679e+13 1.23628e+13 1.15426e+13 1.52191e+13 1.1397e+13 1.02643e+13 1.00188e+13 2.04105e+13 1.33809e+13 3.08888e+13 3.04818e+13 1.91472e+13 1.80322e+13
threshold=91.398302750000013 92.928903050000017 58.242297500000006 9.5000000000000018 55.946414150000003 50.805000000000007 56.009576300000013 92.815157350000007 107.05000000000001 92.815157350000007 13.500000000000002 16.500000000000004 1.5000000000000002 19.500000000000004 109.05000000000001 13.500000000000002 16.500000000000004 99.555000000000021 1.5000000000000002 56.028355650000009 41.005000000000003 56.054485600000007 120.05000000000001 61.845000000000006 57.995000000000012 2.5000000000000004 82.00500000000001 14.500000000000002 17.500000000000004 81.910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 16 23 12 -10 -12 -8 14 19 -16 18 -18 -6 -14 -21 -11 -13 24 -9 26 29 -27 -29 -25
right_child=1 -3 -4 4 6 -7 9 8 10 21 11 22 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-6.8875047502836271 1780.665500573353 -126.33224537515906 -39729.522202280408 2848.5853020674222 9494.153450673517 -15068.897489774155 -748.92310428683027 -3373.4414938370714 86853.561236979178 3633.7574723425678 -110015.23369140626 114608.63215013588 -2596.9555746158171 -57518.715473517477 -117031.47049632353 6756.8544791666664 7700.3425790356214 -72018.501116071435 29997.923872703461 284.97560889900961 -22241.844177859002 -1875.8568192224095 19066.131906405364 20529.849891348105 -27769.049538247418 -26082.524367808383 126937.23777043271 36264.742631060166 -4374.3781929347824 -71819.150000000009
leaf_weight=4176165 25764 85159 37 616 533 807 3297 3434 60 8915 26 23 1532 127 34 30 1555 21 656 437 956 6486 22 262 381 313 26 214 253 23
leaf_count=4176165 25764 85159 37 616 533 807 3297 3434 60 8915 26 23 1532 127 34 30 1555 21 656 437 956 6486 22 262 381 313 26 214 253 23
internal_value=0 202.56 695.315 721.646 -157.395 -7312.63 186.402 3071.01 -2231.62 -845.306 41269.2 2747.29 -6029.57 -11617 -9666.63 -59005.7 12730.8 6638.1 20806.6 -8587.08 -15174.9 1313.43 67899 -3393.18 -5809.8 5057.25 22596 -1935.76 14248.3 13077.1
internal_weight=0 141999 56840 56803 31039 1423 29616 7802 5037 21814 131 71 6413 3116 2989 64 2765 1576 1189 2925 1393 15401 45 4906 3815 1091 311 780 467 285
internal_count=4318164 141999 56840 56803 31039 1423 29616 7802 5037 21814 131 71 6413 3116 2989 64 2765 1576 1189 2925 1393 15401 45 4906 3815 1091 311 780 467 285
is_linear=0
shrinkage=0.1


Tree=3258
num_leaves=31
num_cat=0
split_feature=5 5 0 4 0 0 2 3 3 0 2 2 3 1 1 2 3 0 0 0 0 0 0 1 3 0 0 2 2 0
split_gain=6.08092e+11 3.32289e+12 8.96664e+12 1.98445e+13 5.08868e+13 5.607e+13 4.07912e+13 2.62677e+13 4.36714e+13 2.31029e+13 1.9467e+13 2.18254e+13 2.53201e+13 2.08867e+13 2.16168e+13 2.75499e+13 1.72725e+13 3.92861e+13 3.98014e+13 3.09974e+13 2.62387e+13 2.53021e+13 2.49934e+13 3.43114e+13 2.11885e+13 5.06256e+13 2.45985e+13 3.63666e+13 3.26895e+13 2.09023e+13
threshold=102.01000000000001 104.75000000000001 56.009576300000013 2.5000000000000004 55.812836050000008 55.820531900000013 9.5000000000000018 4.5000000000000009 5.5000000000000009 55.885524800000006 5.5000000000000009 2.5000000000000004 9.5000000000000018 37.39371280000001 37.971176850000006 10.500000000000002 8.5000000000000018 54.943968150000011 53.516665650000007 55.034903650000011 55.020029900000004 54.986619450000006 54.736324100000012 56.022377500000012 19.500000000000004 45.013473000000012 45.070824200000011 8.5000000000000018 6.5000000000000009 45.029420750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9 16 11 -11 -13 -12 15 -15 17 18 -5 20 21 -19 -20 -24 -18 -26 27 28 -27 -29
right_child=1 -3 -4 9 5 -7 -8 8 -10 10 13 12 -14 14 -16 -17 24 19 22 -21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=6.0227758119314982 -85917.347879464287 -49.972272019886006 2151.3161143776597 9580.6014144041364 -250697.81218750004 -13906.756875000001 -67895.013112745102 136352.41215277778 1758.3885568576388 -52663.661353824013 9615.6785416666662 -38889.843288352269 98016.752773437503 -152151.74562500001 -9682.5268259447676 -45286.106344839245 -7179.9937614300798 98760.477194148931 -67439.105279725976 18805.16654478191 171538.46175000002 -20017.941163793104 100523.30912500001 -42035.131439678487 118927.42908203125 -24124.360059253591 10745.066534753749 15121.941728940217 134557.01093750002 -93517.625812322454
leaf_weight=4209727 28 97665 3624 606 20 20 102 27 225 38 45 22 35 45 43 52 4138 47 132 307 25 29 25 52 40 37 888 23 20 77
leaf_count=4209727 28 97665 3624 606 20 20 102 27 225 38 45 22 35 45 43 52 4138 47 132 307 25 29 25 52 40 37 888 23 20 77
internal_value=0 -233.815 -1900.64 -3954.96 -24990.3 -132302 -13753.5 5969.52 16179.2 -2635.17 -30755.6 6039.9 45175.6 -49650.5 -68700.4 -94862.9 -1413.68 9283.74 -3397.38 34614.9 82670.1 53437.1 -41027.3 4250.08 -3918.55 8520 4293.88 -32194.4 31553.3 -68530.5
internal_weight=0 108437 10772 7148 422 40 382 280 252 6726 280 95 57 185 140 97 6446 1223 815 408 101 76 209 77 5223 1085 1045 157 57 100
internal_count=4318164 108437 10772 7148 422 40 382 280 252 6726 280 95 57 185 140 97 6446 1223 815 408 101 76 209 77 5223 1085 1045 157 57 100
is_linear=0
shrinkage=0.1


Tree=3259
num_leaves=31
num_cat=0
split_feature=0 0 5 0 3 1 1 0 0 1 1 5 0 1 4 1 1 0 1 0 5 1 5 5 0 1 1 2 5 5
split_gain=6.21137e+11 5.01945e+12 7.4996e+12 7.14358e+12 3.69675e+13 4.31944e+13 5.30194e+13 4.7262e+13 2.96498e+13 2.90866e+13 3.97976e+13 3.84642e+13 2.89035e+13 2.88054e+13 2.37171e+13 3.73896e+13 7.27271e+13 4.08062e+13 3.29016e+13 1.05204e+14 7.32043e+13 5.57095e+13 4.06343e+13 3.44135e+13 3.28103e+13 6.22106e+13 4.5393e+13 3.175e+13 3.08825e+13 5.79073e+13
threshold=54.942865800000007 54.947737500000009 103.45000000000002 55.002082750000007 6.5000000000000009 38.781124500000011 82.837870700000011 54.990279300000005 54.959412650000012 65.659480050000013 82.784560750000011 88.015000000000015 54.978840000000005 82.902675200000019 1.5000000000000002 82.95335685000002 82.963712850000022 54.986619450000006 82.888608650000023 54.978840000000005 116.06000000000002 82.940215400000014 51.815000000000005 68.52500000000002 54.986619450000006 83.00362155000002 82.968597500000016 3.5000000000000004 87.395000000000024 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 9 8 -8 -7 -11 12 -12 -10 -6 17 28 18 -16 21 23 22 -20 -21 -18 26 -26 -24 -17 -30
right_child=1 3 -4 -5 14 6 7 -9 13 10 11 -13 -14 -15 15 16 24 -19 19 20 -22 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=55.834933515814441 -569.54038786036358 -26921.032965878596 -58959.522585227271 -28.255735657489232 196.88056807127691 -4534.0798340391148 11768.816532461233 -11898.916451122364 1476.534095822323 23283.832614838335 45512.423012665175 -117583.79202223558 1809.5159143618857 -6366.3693618415 9137.6178002523629 18003.808940358722 624.90699266641877 -2928.3398921740272 -326.63264481786985 37489.289372973173 -53181.057625000009 10568.280501220877 1808.2802706473217 113998.39426787406 174.06635704040528 2935.0512087728102 37804.006251223953 -32438.359914820525 90481.037202743813 -6789.1806521045919
leaf_weight=1363348 156005 687 22 2682478 42172 1561 1595 5330 9392 1694 162 26 2298 9340 7726 2821 9319 12593 1231 106 50 1403 350 132 448 3292 1127 1195 163 98
leaf_count=1363348 156005 687 22 2682478 42172 1561 1595 5330 9392 1694 162 26 2298 9340 7726 2821 9319 12593 1231 106 50 1403 350 132 448 3292 1127 1195 163 98
internal_value=0 -25.7622 -577.773 5.01139 772.25 -2116.25 -1573.51 -3517.33 -1319.58 7113.61 11463.4 3408.73 4687.51 -2434.03 1872.59 3553.01 7125.35 1064.21 5187.74 -1643.86 56814.6 -5672.58 -13880.8 79922.9 4100.44 10755.1 27100.4 -24680.2 21048.6 53958.1
internal_weight=0 2.95482e+06 156027 2.79879e+06 116311 32085 31398 25657 20327 5741 4180 2486 2460 18732 84226 42054 17268 24786 12193 4467 288 4179 2776 238 14186 4867 1575 1545 3082 261
internal_count=4318164 2954816 156027 2798789 116311 32085 31398 25657 20327 5741 4180 2486 2460 18732 84226 42054 17268 24786 12193 4467 288 4179 2776 238 14186 4867 1575 1545 3082 261
is_linear=0
shrinkage=0.1


Tree=3260
num_leaves=31
num_cat=0
split_feature=5 0 0 3 5 1 0 0 1 3 1 5 3 0 0 6 3 0 1 1 3 1 4 4 6 0 1 5 5 3
split_gain=6.07256e+11 5.15583e+12 1.13599e+13 1.41954e+13 3.27162e+13 2.48497e+13 6.13103e+13 3.99247e+13 2.82734e+13 5.05686e+13 4.50096e+13 2.37979e+13 2.26005e+13 4.25556e+13 1.96807e+13 3.17792e+13 1.91462e+13 1.74959e+13 3.4927e+13 2.88675e+13 1.78798e+13 1.69213e+13 2.78259e+13 2.48472e+13 3.21803e+13 2.4355e+13 1.67508e+13 1.668e+13 1.63593e+13 1.51192e+13
threshold=42.005000000000003 60.029906750000002 59.896318000000008 18.500000000000004 35.305000000000007 30.278357500000002 59.963407450000012 59.982527000000012 30.362552800000003 17.500000000000004 30.410108300000001 37.005000000000003 16.500000000000004 59.990816400000007 59.990816400000007 1.5000000000000002 16.500000000000004 59.990816400000007 30.305955500000003 30.315880100000005 17.500000000000004 30.226173900000003 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 59.950068600000009 30.388336800000001 37.005000000000003 38.010000000000012 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 21 -7 17 12 -11 -5 13 27 15 -8 -17 18 28 -20 -19 -6 -23 24 -24 -25 -15 -10 -9 -21
right_child=-2 -3 3 11 5 7 14 8 9 10 -12 -13 -14 26 -16 16 -18 20 19 29 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=25.431629242432024 -28.783699851278243 -897.59395017590964 -222.01359713403519 1678.138111175288 3672.1167233299088 4134.9727045014815 -74903.797437207948 13670.675135869566 2028.71952580991 14179.049005448191 -68711.920339767661 -5237.8111986715194 31967.814907064239 -19063.793521986096 -5590.9576672535686 -7194.2115470502267 -59138.993727584115 12093.348932365778 117506.65951580669 2782.3964105902778 61285.174535205697 -42653.685066856975 7586.4086083032298 12843.905793405087 46202.702102576521 -79520.599857088411 22505.360136868203 -38444.742458838751 -101097.66918402778 39077.309218189053
leaf_weight=1478904 2717292 55560 23054 14372 1209 11516 107 23 184 114 154 7610 470 109 2549 457 84 1142 43 135 79 65 359 94 541 41 876 228 27 766
leaf_count=1478904 2717292 55560 23054 14372 1209 11516 107 23 184 114 154 7610 470 109 2549 457 84 1142 43 135 79 65 359 94 541 41 876 228 27 766
internal_value=0 48.8569 82.8856 1362.38 2390.82 5209.29 -579.045 7218.02 15380 7168.28 -33452.3 -716.111 12999.2 6617.48 -9546.92 -25108.2 -15259.6 23295.1 33145.3 37459.4 15276.1 11837.7 20812.4 24798.2 30799.1 -15207.5 17905.3 -20369.2 -48304.2 33639.1
internal_weight=0 1.60087e+06 1.54531e+06 66408 44426 21372 5506 15866 4350 2135 268 21982 1867 1397 3197 648 541 2215 994 944 1221 2309 1100 1035 900 135 985 412 50 901
internal_count=4318164 1600872 1545312 66408 44426 21372 5506 15866 4350 2135 268 21982 1867 1397 3197 648 541 2215 994 944 1221 2309 1100 1035 900 135 985 412 50 901
is_linear=0
shrinkage=0.1


Tree=3261
num_leaves=31
num_cat=0
split_feature=3 6 3 1 1 1 0 0 0 1 5 0 1 5 5 0 0 0 5 4 0 1 0 5 1 0 2 4 5 1
split_gain=5.84525e+11 5.39956e+12 2.19941e+13 2.58575e+13 9.77754e+13 8.47297e+13 7.98427e+13 2.69518e+14 7.10562e+13 5.89642e+13 5.61143e+13 4.48956e+13 4.84092e+13 4.44221e+13 5.95151e+13 3.86513e+13 3.92162e+13 8.0647e+13 2.87809e+13 3.08238e+13 2.96562e+13 3.4404e+13 3.04579e+13 2.91713e+13 2.67977e+13 2.36214e+13 2.69335e+13 2.30643e+13 2.41495e+13 2.61987e+13
threshold=9.5000000000000018 1.5000000000000002 8.5000000000000018 37.737121850000008 37.712318250000003 38.233559750000005 55.762622900000004 55.946414150000003 44.580511600000001 38.151577750000008 71.715000000000018 55.645049100000001 37.726745000000001 86.810000000000016 70.50500000000001 55.820531900000013 55.993277250000013 56.028355650000009 39.305000000000007 2.5000000000000004 57.147575200000006 39.899261850000009 57.117834900000013 82.00500000000001 38.096381250000007 55.708120100000009 5.5000000000000009 4.5000000000000009 150.04500000000004 60.628582700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 9 11 10 -4 13 -8 -6 -13 14 15 24 -17 -18 -7 -20 22 -22 23 -21 -5 -16 -27 28 29 -25
right_child=-2 -3 3 5 6 18 7 -9 -10 -11 -12 12 -14 -15 25 16 17 -19 19 20 21 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=-1459.3879112403481 33.208742230200507 10.273079319902637 127038.83291903423 21074.46432260763 -12107.940436988902 6457.0458059627417 -113878.17844775046 -16520.539978761521 -154.48719620871819 157618.29677734376 -239058.91627604165 198636.23605769232 38527.630594004753 -13321.933078835227 47609.460775533538 -62373.807745481005 131651.8046875 -30084.64896986878 -2340.6914676201582 16297.53912604958 38593.410099029541 -16962.587153252418 86055.159840662338 9291.8629462500339 58606.172666918341 78542.671161511491 198852.55042968752 80255.486490885422 -73788.788201349424 -12125.954330542358
leaf_weight=105306 2379540 1772842 44 948 107 8653 141 1114 24506 32 48 26 69 319 82 102 44 103 17921 2374 128 863 51 1470 238 49 30 36 44 934
leaf_count=105306 2379540 1772842 44 948 107 8653 141 1114 24506 32 48 26 69 319 82 102 44 103 17921 2374 128 863 51 1470 238 49 30 36 44 934
internal_value=0 -40.7617 -586.518 933.399 -1443.27 2732.42 -26184.8 -35253.7 73.4764 22994.8 -145670 32313.9 82346.8 20745.2 27554.4 21086.2 -14731.6 18326.3 1517.57 -276.698 5992.59 -9786.84 9178.05 8370.99 28606.1 85205.9 124230 795.446 -373.084 970.631
internal_weight=0 1.93862e+06 165782 60476 26055 34421 1505 1303 24550 1947 189 202 95 1915 1596 1435 249 147 32474 23821 5900 991 4909 4858 1186 161 79 2484 2448 2404
internal_count=4318164 1938624 165782 60476 26055 34421 1505 1303 24550 1947 189 202 95 1915 1596 1435 249 147 32474 23821 5900 991 4909 4858 1186 161 79 2484 2448 2404
is_linear=0
shrinkage=0.1


Tree=3262
num_leaves=31
num_cat=0
split_feature=1 5 1 0 4 2 2 0 5 0 5 1 0 3 2 5 0 2 4 0 3 6 0 2 2 5 5 4 3 0
split_gain=6.14665e+11 4.60678e+12 8.28566e+12 1.86447e+13 1.23357e+13 8.74895e+12 1.05162e+13 8.09616e+12 1.55511e+13 1.15784e+13 7.49693e+12 1.47137e+13 1.41894e+13 3.92763e+13 9.06523e+12 8.03641e+12 2.78252e+13 2.26777e+13 1.31639e+13 7.67099e+12 7.63978e+12 8.85916e+12 9.7073e+12 1.03743e+13 7.9977e+12 6.5383e+12 5.97019e+12 1.98021e+13 2.26024e+13 2.09926e+13
threshold=28.619594500000002 161.85000000000002 20.507360500000004 54.708501450000007 3.5000000000000004 9.5000000000000018 4.5000000000000009 54.708501450000007 177.02500000000003 54.736324100000012 132.05000000000004 20.507360500000004 54.725565150000001 6.5000000000000009 3.5000000000000004 125.85000000000001 54.725565150000001 5.5000000000000009 3.5000000000000004 54.736324100000012 8.5000000000000018 1.5000000000000002 54.725565150000001 2.5000000000000004 3.5000000000000004 128.92000000000004 118.33500000000002 2.5000000000000004 5.5000000000000009 54.736324100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -5 6 -6 -4 -9 -10 15 20 13 -13 -14 26 25 18 -18 -20 21 -12 23 -23 -22 -17 -1 28 -28 -29
right_child=-2 2 7 4 5 -7 -8 8 9 -11 11 12 14 -15 -16 16 17 -19 19 -21 24 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=329.19046587413141 -3.5048525724256532 -80607.861124999996 10454.192365056819 67877.687548828122 7830.6400857676635 51694.442129629635 -53587.006289062498 -118397.23260869566 -60527.948733108111 23070.759492187499 25018.516054687501 170497.59362500001 -23398.398721590911 23008.552704326925 54072.141440217398 -116222.58143028845 -68525.82957628039 73550.185714285719 -37866.982543103448 25693.17609375 67247.443990384621 54727.896448863641 -55302.471240234379 -38576.501412259611 5238.9779221754807 -47708.607291666674 30083.328571428574 30892.778421568262 -88323.980509868416 -40796.483410904257
leaf_weight=35532 4281218 25 33 32 92 27 40 23 37 30 40 25 44 65 23 26 36 35 29 55 26 22 64 26 104 30 28 312 38 47
leaf_count=35532 4281218 25 33 32 92 27 40 23 37 30 40 25 44 65 23 26 36 35 29 55 26 22 64 26 104 30 28 312 38 47
internal_value=0 406.134 -11197.6 599.898 11229.2 -171.77 -10780.8 -31915.1 -47450.5 -23095.7 513.591 13503 38039 63977.7 3195.97 355.928 -19103 2724.57 -17932.9 3749.79 -157.112 -15378.9 -29806.5 4188.01 17640.7 -79518.7 470.115 12252.1 -38090.6 21507.3
internal_weight=0 36946 339 216 191 159 132 123 90 67 36607 439 157 90 67 36168 211 155 120 84 282 152 112 48 130 56 35957 425 66 359
internal_count=4318164 36946 339 216 191 159 132 123 90 67 36607 439 157 90 67 36168 211 155 120 84 282 152 112 48 130 56 35957 425 66 359
is_linear=0
shrinkage=0.1


Tree=3263
num_leaves=31
num_cat=0
split_feature=5 5 3 3 0 1 4 4 2 2 1 1 3 4 1 0 3 2 2 1 0 0 3 1 1 2 1 3 4 1
split_gain=5.71927e+11 4.84177e+12 3.02632e+13 3.5185e+13 8.00774e+13 5.27943e+13 7.41762e+13 6.07726e+13 4.95408e+13 3.04793e+13 5.0532e+13 2.60196e+13 3.1336e+13 2.39819e+13 2.79237e+13 4.20639e+13 5.92339e+13 2.11401e+13 2.02325e+13 1.89724e+13 2.27461e+13 2.95721e+13 4.77755e+13 2.61257e+13 2.95253e+13 5.05646e+13 2.56995e+13 2.9e+13 2.14256e+13 1.74196e+13
threshold=55.405000000000008 54.990000000000002 5.5000000000000009 12.500000000000002 59.882016200000002 30.346469350000003 1.5000000000000002 1.5000000000000002 8.5000000000000018 6.5000000000000009 30.332994000000003 30.243224600000001 8.5000000000000018 2.5000000000000004 37.792847950000002 55.645049100000001 18.500000000000004 8.5000000000000018 12.500000000000002 30.243224600000001 59.939091550000008 59.896318000000008 13.500000000000002 37.457850350000008 37.475443250000005 16.500000000000004 37.214886200000009 14.500000000000002 1.5000000000000002 30.434657650000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 17 6 8 -7 11 10 -8 -6 -13 19 15 -15 29 -4 -18 28 21 23 -23 26 25 -25 -21 -28 -5 -17
right_child=-2 2 3 13 5 7 9 -9 -10 -11 -12 12 -14 14 -16 16 18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-10.92346531310244 46.586013985191812 2832.7397613478988 -5725.5241473442866 -52594.903692336316 -197977.27541666667 122389.52686434658 -2453.259957311649 -16967.746278772276 19750.991192372643 -65880.38055505087 -147722.35593449519 -196228.31592187501 -61580.148266601565 136818.25626816862 -2698.7223357434541 15239.440500217013 38326.735906110487 5743.4683342601884 150354.67602796052 1095.7778717919496 -15751.328480102291 133027.57588141024 15633.455730888172 21122.941842139029 350.90106537410816 184447.09462446734 -69622.738015384995 -16665.047579795439 21262.396342926528 -63540.350008491849
leaf_weight=2636859 1636543 13811 11179 42 45 33 303 605 24 172 26 25 56 43 212 72 28 1877 38 799 978 39 312 137 12278 22 118 836 606 46
leaf_count=2636859 1636543 13811 11179 42 45 33 303 605 24 172 26 25 56 43 212 72 28 1877 38 799 978 39 312 137 12278 22 118 836 606 46
internal_value=0 -28.4306 -1059.75 -2796.66 -6424.29 -30202.7 -50237.6 -9759.61 -111928 -31767.6 -13933.5 -137009 -103138 337.054 23398.8 47771.8 26962 -4076.68 102828 -289.166 -989.173 3.70124 28677.2 -705.56 905.366 43721.3 -12134.6 -23215.4 16475.3 -15471.3
internal_weight=0 2.68162e+06 44762 30951 14345 1289 651 638 150 501 329 126 81 16606 439 227 184 13056 66 16167 15519 14541 351 14190 12437 159 1753 954 648 118
internal_count=4318164 2681621 44762 30951 14345 1289 651 638 150 501 329 126 81 16606 439 227 184 13056 66 16167 15519 14541 351 14190 12437 159 1753 954 648 118
is_linear=0
shrinkage=0.1


Tree=3264
num_leaves=31
num_cat=0
split_feature=5 4 1 0 5 0 4 6 2 1 1 0 0 0 1 3 0 4 5 1 2 0 0 5 5 0 1 5 1 1
split_gain=5.71726e+11 2.70864e+12 1.97839e+13 2.03345e+13 1.44082e+13 1.7514e+13 1.19414e+13 1.01996e+13 2.24838e+13 1.75923e+13 1.49301e+13 1.25745e+13 2.01628e+13 3.07415e+13 8.72975e+13 1.31963e+13 1.99338e+13 1.55168e+13 1.2628e+13 2.38133e+13 9.06161e+12 1.1071e+13 2.51531e+13 2.09043e+13 2.03893e+13 7.71483e+12 7.34747e+12 6.96147e+12 1.13746e+13 7.39861e+12
threshold=142.05000000000004 5.5000000000000009 30.278357500000002 59.939091550000008 150.04500000000004 59.950068600000009 6.5000000000000009 1.5000000000000002 6.5000000000000009 60.611165000000007 84.920232800000022 43.465905150000005 47.425481600000005 55.416472000000006 49.236330900000006 4.5000000000000009 44.893607100000004 7.5000000000000009 225.45000000000002 39.027779200000005 12.500000000000002 55.946414150000003 55.628356700000005 225.45000000000002 161.85000000000002 55.74310830000001 30.315880100000005 177.02500000000003 30.332994000000003 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 25 7 26 8 -6 11 -11 -9 15 14 -14 16 -13 18 19 -17 21 22 -15 -24 -23 -4 -7 29 -29 -26
right_child=1 2 4 -5 5 6 -8 9 -10 10 -12 12 13 20 -16 17 -18 -19 -20 -21 -22 24 23 -25 27 -27 -28 28 -30 -31
leaf_value=2.5260371930356542 -773.77932452677942 12249.01205357143 -64943.164565641986 144270.09322265626 -76574.299118589741 -49675.202004076091 -87137.296830897176 80014.765814393948 34682.096840533093 -80501.054319852949 18106.068310546874 -402.19048032407409 247267.83736413042 -39779.040997023811 -3526.003839285715 69137.270876736118 -130306.69431966146 -74556.652890625002 77276.819160829749 -54377.071684966213 -40873.543285156251 66266.92856924019 143976.89557711696 23620.525768590858 -80291.121875000012 -7633.5417968750007 27239.254398148147 66158.807256610584 -8163.2763104679607 -3941.8854166666665
leaf_weight=4297453 19769 28 46 20 39 23 31 33 34 34 28 27 23 21 35 27 21 20 29 37 25 51 31 27 22 48 27 26 99 30
leaf_count=4297453 19769 28 46 20 39 23 31 33 34 34 28 27 23 21 35 27 21 20 29 37 25 51 31 27 22 48 27 26 99 30
internal_value=0 -524.143 4714.78 67257.8 1356.77 5708.43 -38374.4 10674.6 -24756.3 14678.4 -35968.8 20055.4 16464.3 28755.1 95926.7 -13308.4 -57235.4 5350.88 22535.3 -2269.46 17020.4 21734.8 53995.9 87948.9 10556.7 -35678.7 -8141.4 -5495.46 7295.72 -36243.5
internal_weight=0 20711 942 48 894 800 81 719 73 646 62 584 551 390 58 161 48 113 93 64 332 307 79 58 228 94 50 177 125 52
internal_count=4318164 20711 942 48 894 800 81 719 73 646 62 584 551 390 58 161 48 113 93 64 332 307 79 58 228 94 50 177 125 52
is_linear=0
shrinkage=0.1


Tree=3265
num_leaves=31
num_cat=0
split_feature=4 5 2 2 1 4 2 2 3 5 1 0 1 5 0 1 0 0 0 3 1 6 2 4 3 3 5 0 5 2
split_gain=6.80173e+11 3.82947e+12 6.86558e+12 5.27128e+12 1.11297e+13 6.5723e+11 1.71038e+13 8.41509e+12 1.54904e+13 1.82818e+13 1.37755e+13 2.40585e+13 1.41156e+13 1.06518e+13 2.26427e+13 1.02607e+13 7.36732e+12 5.34143e+12 4.61186e+12 3.18983e+12 3.03695e+12 2.89822e+12 2.40451e+12 6.19225e+11 3.98985e+12 1.77479e+13 1.84121e+13 8.23833e+12 7.95224e+12 7.3788e+12
threshold=8.5000000000000018 75.750000000000014 6.5000000000000009 2.5000000000000004 39.767857750000005 6.5000000000000009 11.500000000000002 8.5000000000000018 7.5000000000000009 89.00500000000001 38.92948375000001 59.950068600000009 37.475443250000005 161.85000000000002 45.040161900000008 30.305955500000003 53.37994195000001 55.751981950000008 47.222459950000008 4.5000000000000009 52.307266200000008 1.5000000000000002 3.5000000000000004 4.5000000000000009 7.5000000000000009 8.5000000000000018 101.05000000000001 42.966471700000007 16.850000000000005 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 23 7 8 10 21 11 12 15 18 -15 -7 -16 -11 -12 -17 -18 -10 -21 -1 -25 26 -26 29 -29 -27
right_child=1 3 -4 4 -6 6 -8 -9 9 17 13 -13 -14 14 16 19 20 -19 -20 22 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-1.9855843830867774 67644.276822916669 -39679.045249495975 -1404.73173828125 50021.979272460943 -41175.738943614131 81096.432254464293 -94209.875234375009 55552.829206730778 -23842.493110795458 -53520.850000000006 -88698.257173295468 -55831.627882543107 110759.04185697116 97379.246250000011 -66831.015796874999 -17962.392187500001 28636.166443452381 -126605.95539062501 -24655.675186820652 46680.742578125006 -24529.623632812501 26406.567187500001 5131.7948551432301 -1096.3949442787632 121402.58207031252 70905.16796264649 20947.379079011771 -58924.769353693177 1293.6655874933933 -5381.0736607142862
leaf_weight=4303792 24 31 36 32 23 28 20 26 22 20 22 29 26 20 25 26 21 20 23 26 22 24 30 6640 20 32 208 22 6853 21
leaf_count=4303792 24 31 36 32 23 28 20 26 22 20 22 29 26 20 25 26 21 20 23 26 22 24 30 6640 20 32 208 22 6853 21
internal_value=0 6825.36 26214.9 -6702.2 11884.8 -0.230778 -3909.57 495.327 -3232.52 -40619.9 7557.13 26860.3 44493.1 -16390.4 3846.79 28830.3 -23662.8 -90063.4 -55965.4 10983.3 1435.06 2374.41 24422.4 0.158563 669.046 2307.18 29759.2 1403.74 1100.97 40678.5
internal_weight=0 146 60 86 55 4.31802e+06 430 410 384 86 298 165 136 133 88 110 68 40 45 82 43 46 56 4.31759e+06 13796 7156 228 6928 6875 53
internal_count=4318164 146 60 86 55 4318018 430 410 384 86 298 165 136 133 88 110 68 40 45 82 43 46 56 4317588 13796 7156 228 6928 6875 53
is_linear=0
shrinkage=0.1


Tree=3266
num_leaves=31
num_cat=0
split_feature=5 1 0 0 1 0 5 0 1 1 3 0 3 6 1 0 1 3 3 0 3 1 1 0 1 0 3 2 6 0
split_gain=5.64472e+11 5.76569e+12 1.19781e+13 1.01613e+13 1.76172e+13 1.45388e+13 2.07591e+13 3.02776e+13 4.21457e+13 2.23879e+13 1.74865e+13 1.74675e+13 2.89061e+13 2.51007e+13 2.25199e+13 1.6128e+13 1.5216e+13 1.55536e+13 1.51211e+13 1.38935e+13 1.29608e+13 2.87485e+13 1.24594e+13 3.80215e+13 3.20115e+13 2.54925e+13 2.15138e+13 1.96548e+13 1.70207e+13 4.20497e+13
threshold=34.010000000000012 37.39371280000001 44.580511600000001 55.535913550000011 38.633372000000001 55.674875350000008 30.025000000000002 55.628356700000005 37.832345550000007 37.66934650000001 16.500000000000004 55.551692500000009 16.500000000000004 1.5000000000000002 37.620907050000007 55.695992150000002 37.889331900000009 12.500000000000002 9.5000000000000018 55.56564190000001 4.5000000000000009 37.642309100000013 37.487839250000007 55.924336300000007 37.503486000000002 55.924336300000007 23.500000000000004 19.500000000000004 1.5000000000000002 55.851332700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 20 11 9 10 -9 12 -8 -14 19 -7 -10 -18 -17 -13 21 -5 23 -20 25 27 -27 28 -24 -30
right_child=-2 3 -4 5 -6 15 7 8 16 -11 -12 14 13 -15 -16 18 17 -19 22 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-31952.869647316857 -16.072896537905759 -3102.9547597744386 -599.04140605473231 -128556.83938210228 28.41269779372783 -5756.7078596855699 4241.5520620444395 22795.724146335455 -19158.551450886447 46453.015055139687 -20241.435997231496 16295.391905541515 70493.878851401969 -27297.792175292969 5383.2817347222563 8.9451033499870931 1149.779344325894 30762.500698552813 2038.1854691999722 -11455.551820173019 1146.1788198540858 -10774.018766002497 27259.220416920318 -24212.711159751008 1922.2589186682835 -33887.389896844659 79451.22350585938 -9282.4625144675938 96452.960568237308 -24583.884037162163
leaf_weight=122 3605602 18911 96049 22 359819 4104 388 1132 272 399 103 204 146 32 3876 146077 852 224 2213 1560 13146 357 231 735 61219 103 20 81 128 37
leaf_count=122 3605602 18911 96049 22 359819 4104 388 1132 272 399 103 204 146 32 3876 146077 852 224 2213 1560 13146 357 231 735 61219 103 20 81 128 37
internal_value=0 81.3297 -638.816 193.689 -127.945 706.235 3112.34 6780.3 15061.7 25859.6 19206.4 2801.08 19548.2 52913.4 1120.43 451.989 1972.76 7314.51 572.839 -8246.26 620.561 -17611 1844.66 -4506.73 2147.54 25133.3 -15458.3 35600.4 44780.9 69311.4
internal_weight=0 712562 96171 616391 378730 237661 22713 9188 2982 1634 1235 6206 566 178 5640 214948 1348 1076 210844 1764 13525 379 64767 2948 61819 600 123 477 396 165
internal_count=4318164 712562 96171 616391 378730 237661 22713 9188 2982 1634 1235 6206 566 178 5640 214948 1348 1076 210844 1764 13525 379 64767 2948 61819 600 123 477 396 165
is_linear=0
shrinkage=0.1


Tree=3267
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 1 2 3 5 4 5 5 6 4 5 0 3 5 6 5 2 5 0 3 3 5 1 6 3
split_gain=5.76444e+11 6.80066e+12 6.04183e+12 1.92876e+13 2.0749e+13 3.76592e+13 2.33125e+13 3.24595e+13 2.81849e+13 2.94534e+13 3.20683e+13 3.2535e+13 3.39304e+13 2.47746e+13 2.17311e+13 2.16556e+13 2.07548e+13 2.89052e+13 5.71689e+13 2.35418e+13 2.39714e+13 2.31254e+13 1.97047e+13 1.94391e+13 1.87985e+13 3.07694e+13 4.95729e+13 4.33187e+13 6.73363e+13 2.72564e+13
threshold=47.005000000000003 49.010000000000012 53.145783300000012 53.340367100000002 44.660994650000006 36.546174950000008 50.227799100000006 1.5000000000000002 21.500000000000004 60.905000000000008 2.5000000000000004 110.05000000000001 123.15000000000002 1.5000000000000002 3.5000000000000004 83.010000000000005 53.204054050000003 24.500000000000004 100.05000000000001 1.5000000000000002 55.990000000000002 19.500000000000004 103.45000000000002 53.204054050000003 11.500000000000002 16.500000000000004 91.050000000000011 49.964253350000007 1.5000000000000002 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -6 9 -9 11 -11 -13 15 16 -8 17 22 19 -19 -21 -22 -10 -15 -12 -26 29 28 -28 -27
right_child=1 2 3 -5 6 -7 13 8 14 10 24 12 -14 23 -16 -17 -18 18 -20 20 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-37.449911856712923 636.60563672560625 -325.27639403989377 -7000.26641299111 30.512052010655449 -9941.1490912129757 -98489.19621841755 -3762.3400864931173 2417.0472583455776 -18533.297654222675 23027.072674001098 13594.45881444839 -155291.61815476191 12860.995256696429 -37963.22670447085 86315.134170968202 -24989.753104813739 6166.7498475831817 -7534.0164224036653 172856.10187500002 -55741.759863281251 25794.713476562501 130346.8377757353 -118788.00515625 2695.1546965287316 -7748.4150095261539 26717.213153763063 29362.236503232762 5980.302472008836 -176691.96995535714 86963.221549479174
leaf_weight=2105789 173534 481067 1053 1527369 1246 47 2199 4251 992 2662 2732 21 28 119 28 615 1552 532 20 20 56 34 20 9933 1412 311 29 359 35 99
leaf_count=2105789 173534 481067 1053 1527369 1246 47 2199 4251 992 2662 2732 21 28 119 28 615 1552 532 20 20 56 34 20 9933 1412 311 29 359 35 99
internal_value=0 35.6457 -15.5044 80.1584 2574.1 -10909.3 3080.22 5575.43 6847.97 9096.56 12789.9 21540.8 -59204.4 -107.938 -1402.18 -8401.59 -2163.52 -9886.68 6360.25 1173.46 43286 65292.2 -20514.6 2213.82 8023.29 1243.59 16485.7 -7531.41 -83323.7 41264.4
internal_weight=0 2.21238e+06 2.03884e+06 1.55777e+06 30405 1100 29305 16439 15193 11939 7688 2711 49 12866 3254 2814 3226 1674 662 642 110 90 1012 10052 4977 2245 833 423 64 410
internal_count=4318164 2212375 2038841 1557774 30405 1100 29305 16439 15193 11939 7688 2711 49 12866 3254 2814 3226 1674 662 642 110 90 1012 10052 4977 2245 833 423 64 410
is_linear=0
shrinkage=0.1


Tree=3268
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 3 1 6 5 3 1 1 1 0 5 1 3 3 5 1 0 3 3 3 5 5 5 1 5 4
split_gain=7.48159e+11 8.57156e+12 8.09823e+12 6.93583e+13 5.57458e+13 9.0703e+13 5.09167e+13 3.71393e+13 4.19273e+13 3.93945e+13 3.16852e+13 7.28656e+13 8.60232e+13 5.28552e+13 5.5667e+13 5.1377e+13 3.70793e+13 5.29663e+13 3.43865e+13 3.03229e+13 4.65839e+13 2.65656e+13 2.64744e+13 2.60927e+13 2.27927e+13 2.09635e+13 1.91949e+13 3.06421e+13 1.7139e+13 2.07681e+13
threshold=51.717367500000009 33.101335500000005 53.204054050000003 39.143775600000005 39.188277450000008 17.500000000000004 36.761894450000007 1.5000000000000002 53.005000000000003 17.500000000000004 39.488326500000007 45.148007750000012 49.323301500000007 52.485928400000006 132.05000000000004 48.712293450000011 24.500000000000004 17.500000000000004 59.810000000000009 47.981192400000005 53.145783300000012 18.500000000000004 9.5000000000000018 12.500000000000002 97.050000000000011 161.85000000000002 142.05000000000004 50.158868250000005 76.00500000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 22 -2 9 -9 -8 16 13 15 -12 23 19 17 -6 -19 -13 -21 -7 24 28 -5 26 -14 -28 -15 -30
right_child=2 -3 -4 4 10 21 7 8 -10 -11 11 12 25 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=54446.141800242876 -1910.5973271429057 78.840966363179064 5.5610195298158196 46507.902064392634 -6428.5143953880379 79744.755282628685 -32962.659719682699 -23877.763501257574 -65163.84842153106 5659.7166770967624 -47073.745669302974 -43795.512513878231 -549.89652175348681 15087.441449423737 157711.64519230771 -78248.990336879433 42843.240184305483 -19206.762621153743 -70143.313118018792 735.3581311928599 -31180.376535912656 5283.8534361758475 1337.9396400571675 4213.4100688922354 -57983.27262228261 -27641.225685392681 80965.960238281259 1350.0008665197038 53201.858374333795 -17746.175021484374
leaf_weight=29 2339 909610 3306586 226 1808 255 423 1086 318 703 157 336 83679 2774 26 141 118 293 242 1216 733 59 1335 2867 23 285 75 136 236 50
leaf_count=29 2339 909610 3306586 226 1808 255 423 1086 318 703 157 336 83679 2774 26 141 118 293 242 1216 733 59 1335 2867 23 285 75 136 236 50
internal_value=0 80.5742 -21.503 -899.376 -315.183 16654.4 -12546 -22378.6 -33228.9 -8849.4 -653.604 -356.325 -1100.98 10198.1 11708.6 -19665.9 -11852.7 -14607.3 -42247.2 -16050.9 -11267.8 65753.7 6921.29 11068.1 36856.1 -565.922 -473.939 29649.5 17490.5 40798.4
internal_weight=0 909639 3.40852e+06 101939 97070 1898 4869 2530 1404 1126 95172 92711 86601 6110 5953 2426 2461 2343 535 2285 1949 314 1584 5927 249 84175 83890 211 3060 286
internal_count=4318164 909639 3408525 101939 97070 1898 4869 2530 1404 1126 95172 92711 86601 6110 5953 2426 2461 2343 535 2285 1949 314 1584 5927 249 84175 83890 211 3060 286
is_linear=0
shrinkage=0.1


Tree=3269
num_leaves=31
num_cat=0
split_feature=0 3 0 1 5 5 1 2 2 1 5 1 5 5 5 4 1 5 0 2 1 1 4 5 6 0 0 0 6 1
split_gain=7.18307e+11 5.0026e+12 9.56347e+12 8.91585e+12 1.90592e+13 1.72706e+13 1.96465e+13 1.70692e+13 3.58416e+13 1.5857e+13 3.00818e+13 2.29442e+13 1.69237e+13 2.49842e+13 2.23705e+13 1.40548e+13 1.32154e+13 5.19834e+13 2.96935e+13 3.25772e+13 2.6169e+13 2.45133e+13 2.29209e+13 6.93619e+13 5.19869e+13 1.98559e+13 1.84713e+13 1.81857e+13 1.78099e+13 1.67461e+13
threshold=54.942865800000007 24.500000000000004 54.864040150000001 39.071052600000009 36.995000000000012 120.05000000000001 39.704585000000002 16.500000000000004 23.500000000000004 39.041623000000008 120.05000000000001 39.021425200000003 79.730000000000018 80.00500000000001 76.730000000000018 3.5000000000000004 39.767857750000005 80.815000000000012 44.982728700000003 11.500000000000002 39.787929450000007 39.739656000000004 2.5000000000000004 72.010000000000005 1.5000000000000002 47.297889100000013 47.228519500000004 44.998833400000002 1.5000000000000002 55.957851400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 16 15 -8 -9 11 12 -6 14 -14 -11 -7 17 21 19 -19 -18 22 23 -5 26 -23 -24 -26 -20 -22
right_child=-2 2 -4 5 9 6 7 8 -10 10 -12 -13 13 -15 -16 -17 20 18 28 -21 29 25 24 -25 27 -27 -28 -29 -30 -31
leaf_value=91.251631532168545 -27.704069465650743 -14147.796035659785 17459.780648248849 -1427.7842262560448 3333.8293218867316 33642.464950284091 1154.495068359375 163769.11768523185 21278.242397103662 17971.142563383852 -44548.790714003168 -22618.740608248507 143840.572265625 32724.264481891962 -53041.960347406915 -77013.49449869791 26326.12532813257 -51284.469907407416 -20163.352473886443 87658.005208333343 3078.9892669748319 -19935.901611264271 -11342.114963269591 -43585.905267379421 64405.961230468754 23998.978185927132 28617.797516900828 -25435.766129734206 -48835.097148771369 -4604.1902619767179
leaf_weight=1328097 2954816 657 275 12349 4584 22 40 31 41 790 79 368 24 129 47 24 375 27 566 45 6053 1147 134 403 24 113 846 368 351 5339
leaf_count=1328097 2954816 657 275 12349 4584 22 40 31 41 790 79 368 24 129 47 24 375 27 566 45 6053 1147 134 403 24 113 846 368 351 5339
internal_value=0 60.0437 -1115.73 -1261.78 2024.85 -2037.39 30931.9 53530.6 82628.5 3789.58 14834.9 1405.21 19573.6 50154.3 13983.5 -24091.1 -2222.5 -4059.66 -26282.8 35554.6 333.785 -2631 -1438.73 -2760.1 10842.7 -15995.7 23153.9 -19935.3 -31138 -521.827
internal_weight=0 1.36335e+06 35251 34976 6678 28298 158 112 72 6021 1069 4952 990 153 837 46 28140 16373 989 72 11767 15384 14124 12752 1372 1260 980 392 917 11392
internal_count=4318164 1363348 35251 34976 6678 28298 158 112 72 6021 1069 4952 990 153 837 46 28140 16373 989 72 11767 15384 14124 12752 1372 1260 980 392 917 11392
is_linear=0
shrinkage=0.1


Tree=3270
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 0 0 5 5 5 0 5 1 5 1 0 1 1 5 1 1 0 5 0 0 1 5 5 1 5
split_gain=6.28138e+11 7.38954e+12 2.50439e+13 1.91863e+13 1.4481e+13 1.30838e+13 4.21485e+13 6.07069e+13 3.31059e+13 2.51292e+13 1.60759e+13 2.2134e+13 2.55148e+13 1.8473e+13 3.56015e+13 2.06084e+13 6.01159e+13 1.90695e+14 1.03019e+14 9.15188e+13 9.00062e+13 7.74461e+13 6.30986e+13 8.34413e+13 5.49051e+13 3.90188e+13 9.43637e+13 9.32247e+13 8.71267e+13 1.44622e+14
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 125.85000000000001 102.01000000000001 55.820531900000013 55.834684950000003 73.010000000000005 64.805000000000021 57.405000000000008 54.484631300000011 35.005000000000003 37.971176850000006 36.995000000000012 37.620907050000007 55.56564190000001 37.39371280000001 37.559851850000008 38.010000000000012 37.342273500000012 37.503486000000002 55.806974650000008 54.035000000000004 55.708120100000009 55.619594000000006 37.66934650000001 64.020000000000024 83.010000000000005 37.620907050000007 52.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 10 7 8 9 -7 -1 -12 13 14 -13 -15 19 20 -19 -17 22 24 -18 -24 -20 26 28 -28 -26 -30
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 11 12 -14 15 -16 16 17 18 21 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-2203.3337362040579 -9.3359441984852687 386.50487542720265 -15094.184737541102 67180.574776785725 -96928.267897727274 -12726.864238499884 -2095.3127357899684 -148616.90486111111 89986.224283854172 -97051.004687500012 -4991.9854679783029 15276.550952261903 23838.083626087853 6707.3568449758814 114338.36341796877 4154.1905214350763 -225247.06699218752 -221037.98750000002 -96307.908785076535 175265.40687255861 -336083.24657738098 -148793.58331801472 -167194.50131138394 74824.806357758629 31339.70838541667 -5250.959972251334 -133100.66919049202 105907.54301562501 37666.896685606065 343762.10754310346
leaf_weight=8193 4074053 207611 1264 28 22 134 15981 45 24 48 2313 390 736 5042 40 1347 29 22 49 32 21 34 28 29 105 410 47 25 33 29
leaf_count=8193 4074053 207611 1264 28 22 134 15981 45 24 48 2313 390 736 5042 40 1347 29 22 49 32 21 34 28 29 105 410 47 25 33 29
internal_value=0 155.811 -1156.37 -14711.1 -16494.1 -650.177 -2733.93 -43394.2 -20408.6 -34966.2 1134.33 3675.49 6048.58 4350.83 24491.6 3161.52 -4819.78 -25552.3 -7823.69 8124.86 -150481 -1415.61 -105159 -44061.9 5763.26 13469.7 45584.7 -50111.7 86843 180840
internal_weight=0 244111 36500 1314 1286 35186 16232 251 206 182 18954 10761 8448 7712 430 7282 2240 861 754 1379 107 732 86 57 698 649 239 72 167 62
internal_count=4318164 244111 36500 1314 1286 35186 16232 251 206 182 18954 10761 8448 7712 430 7282 2240 861 754 1379 107 732 86 57 698 649 239 72 167 62
is_linear=0
shrinkage=0.1


Tree=3271
num_leaves=31
num_cat=0
split_feature=1 5 5 5 4 3 3 5 4 0 0 1 5 5 3 0 1 3 1 5 2 1 6 0 1 0 5 3 3 5
split_gain=5.99108e+11 2.10909e+12 4.34601e+12 2.27937e+13 7.41616e+12 4.16722e+12 1.32e+13 9.98756e+12 1.41111e+13 1.20771e+13 1.10032e+13 1.16256e+13 7.68023e+12 7.40958e+12 8.16584e+12 6.29015e+12 1.33169e+13 5.41231e+12 7.3854e+12 1.01253e+13 5.26433e+12 7.26329e+12 5.13227e+12 1.50736e+13 7.98608e+12 9.58044e+12 6.29258e+12 8.16792e+12 8.5291e+12 1.20695e+13
threshold=91.398302750000013 46.010000000000012 63.805000000000007 62.385000000000012 3.5000000000000004 16.500000000000004 15.500000000000002 60.005000000000003 1.5000000000000002 56.009576300000013 51.717367500000009 104.38035940000002 47.815000000000005 48.035000000000004 18.500000000000004 56.028355650000009 92.896330950000007 24.500000000000004 92.896330950000007 49.010000000000012 4.5000000000000009 103.85249100000001 1.5000000000000002 55.975961550000008 92.815157350000007 56.009576300000013 49.995000000000012 17.500000000000004 23.500000000000004 56.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 12 -9 -10 13 -7 14 -12 20 -17 -14 19 -19 21 -8 26 -24 25 -25 -15 -28 29 -29
right_child=1 2 -4 4 -6 7 15 9 10 -11 11 -13 17 22 -16 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-6.8684181212024136 -229.19595134539713 649.74490848104756 -299.44218001907706 12928.281146679432 -12101.687512982082 4357.148429344883 15949.308141593625 -25630.121292388667 63515.227148437501 -1037.2619344075522 54856.33437724867 -50232.554311166161 -11762.135650992393 -15106.503772399476 6687.9366965003637 -13257.604541936238 14720.069816267098 -87058.908257630828 -9166.7529952775203 -15174.954850260416 19061.05292343552 -23059.685345145987 -47350.252327913855 8136.7550816127232 6414.9322371109674 -32939.490990216291 -1197.7624563413435 6891.6642681292642 3441.2570100399907 37534.723774379469
leaf_weight=4176165 63060 36180 34326 1956 126 238 123 367 30 438 57 41 512 143 92 300 393 43 67 36 740 78 74 98 552 135 758 268 521 247
leaf_count=4176165 63060 36180 34326 1956 126 238 123 367 30 438 57 41 512 143 92 300 393 43 67 36 740 78 74 98 552 135 758 268 521 247
internal_value=0 201.999 546.457 1197.31 11413.5 697.197 1046.8 -2105.42 -18.0711 -12249.2 3255.48 2650.06 -11037.1 3386.28 25114.8 9838.43 2608.52 -16605.2 -33589.1 -54301.7 15162.9 811.49 2228.36 -4205.24 -138.072 -15662.8 5081.47 6690.65 12462.3 21588.4
internal_weight=0 141999 78939 44613 2082 42531 37814 4717 3912 805 3016 2986 896 2945 149 1634 693 658 146 79 941 201 2796 859 785 233 1937 1794 1036 515
internal_count=4318164 141999 78939 44613 2082 42531 37814 4717 3912 805 3016 2986 896 2945 149 1634 693 658 146 79 941 201 2796 859 785 233 1937 1794 1036 515
is_linear=0
shrinkage=0.1


Tree=3272
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 3 0 0 1 0 3 0 5 0 4 5 6 0 1 3 5 5 0 5 3 3 5 5 2 0
split_gain=5.99817e+11 1.17332e+13 2.61213e+13 2.7304e+13 2.13503e+13 2.6266e+13 4.27584e+13 2.96788e+13 9.26605e+13 5.69705e+13 3.81323e+13 5.97759e+13 3.68137e+13 3.35869e+13 4.43819e+13 2.95453e+13 2.82849e+13 3.32275e+13 4.7861e+13 2.77004e+13 2.76838e+13 5.55396e+13 2.94642e+13 3.69267e+13 2.76224e+13 2.68541e+13 2.82649e+13 4.42147e+13 2.61872e+13 3.95206e+13
threshold=16.500000000000004 65.659480050000013 82.902675200000019 82.933113850000026 55.110554300000004 23.500000000000004 55.043101600000007 55.055104550000003 82.91993380000001 55.050600750000008 24.500000000000004 55.039751500000008 47.815000000000005 55.034903650000011 2.5000000000000004 80.815000000000012 1.5000000000000002 55.046835900000012 82.91993380000001 21.500000000000004 84.030000000000015 99.555000000000021 55.025681450000008 81.00500000000001 19.500000000000004 21.500000000000004 89.00500000000001 82.00500000000001 7.5000000000000009 55.034903650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 28 10 13 12 -12 -10 -15 -11 19 18 -18 24 22 -22 -14 -24 -8 26 27 -19 29 -7
right_child=1 2 3 -5 -6 7 16 -9 9 15 11 -13 20 14 -16 -17 17 25 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-20.454597576505151 219.00383641196788 -3466.9210043672574 1667.953233700089 -792.08757894984296 -15714.822785412212 440.15594688371141 20427.357583243389 -6936.612343968859 -15415.237132947201 56548.718474878769 1429.4698384211615 -24046.438099633986 77937.887624724011 43629.362970010086 149635.40626474057 162711.42707519533 155846.4947157118 9894.7666158897009 9536.0171759136647 41701.743808845851 -30181.705115191606 107893.16898226352 21077.538649009148 116505.97777777778 -24507.958792756734 -26725.505422123144 -18719.817799325476 84733.568566453323 -6195.4072547115311 36244.845958045858
leaf_weight=3318589 836822 28358 6113 110367 599 1547 1368 3882 58 145 572 377 184 155 53 32 36 1615 59 575 137 37 410 45 152 244 323 83 4842 385
leaf_count=3318589 836822 28358 6113 110367 599 1547 1368 3882 58 145 572 377 184 155 53 32 36 1615 59 575 137 37 410 45 152 244 323 83 4842 385
internal_value=0 67.9093 -708.969 -127.028 2927.77 3404.4 7098.09 369.256 3527.89 21333.3 16584.6 11256.8 20866.4 51876.5 70640.5 75742 14549.1 7041.74 64980 23006.2 34541.6 -820.956 44170.8 30515.5 15933.8 4611.66 8395.07 13553 -2267.93 7575.15
internal_weight=0 999575 162753 134395 24028 23429 10568 12861 8979 2205 2028 1762 1385 266 208 177 4455 2360 95 2095 813 174 639 455 1520 2265 2021 1698 6774 1932
internal_count=4318164 999575 162753 134395 24028 23429 10568 12861 8979 2205 2028 1762 1385 266 208 177 4455 2360 95 2095 813 174 639 455 1520 2265 2021 1698 6774 1932
is_linear=0
shrinkage=0.1


Tree=3273
num_leaves=31
num_cat=0
split_feature=5 1 1 1 0 0 0 1 5 3 1 1 0 3 0 3 5 0 1 5 4 1 5 3 1 1 0 0 0 5
split_gain=6.46809e+11 4.81174e+12 4.62622e+13 1.2776e+13 2.87395e+13 1.95474e+13 2.07075e+13 1.18858e+13 1.12321e+13 1.957e+13 2.50114e+13 2.8545e+13 2.61943e+13 1.84039e+13 1.8029e+13 2.96339e+13 9.13985e+13 1.72578e+13 1.7788e+13 1.60908e+13 1.4478e+13 2.07432e+13 1.70312e+13 1.83596e+13 1.71825e+13 1.59266e+13 1.53238e+13 1.37314e+13 2.10532e+13 1.27885e+13
threshold=34.010000000000012 37.869926150000005 37.832345550000007 37.792847950000002 55.826364100000013 55.745923000000012 55.734663800000007 39.016372550000007 31.795000000000005 10.500000000000002 37.620907050000007 37.615058950000012 55.842510000000011 25.500000000000004 55.745923000000012 23.500000000000004 33.395000000000003 55.601678500000013 37.726745000000001 32.005000000000003 1.0000000180025095e-35 37.533784800000006 32.005000000000003 11.500000000000002 30.243224600000001 30.315880100000005 59.990816400000007 55.806974650000008 55.820531900000013 32.475000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -3 -1 -10 11 20 13 14 -13 19 -17 -12 -19 -16 21 -11 -22 24 -24 -26 -27 -20 -29 -25
right_child=-2 7 -4 4 -6 -7 -8 -9 9 10 17 12 -14 -15 15 16 -18 18 27 -21 22 -23 23 29 25 26 -28 28 -30 -31
leaf_value=395.56042441856266 -17.205252239336357 1512.7926355412949 -9966.5251898234637 7554.4974160075544 -11219.012812490562 22143.852548904819 -32448.930047433038 60.369521615655472 -3286.5699648280352 -12762.161747263655 -2938.4705757860484 -3976.7318815874628 -108826.86333007814 61706.954310344823 42372.406597222231 -154939.67781519398 88538.10699404763 8607.9727671740966 19984.157312321542 -30830.573910910254 7008.2587696134424 48397.70172666353 -35747.69546568628 -7991.1188880166155 54152.498443330223 20893.662400585938 -50660.280882352941 133482.2385044643 38015.387908750592 -10.847046788210211
leaf_weight=100963 3605602 63754 4892 1709 776 955 140 484707 27183 1264 753 338 32 29 36 58 21 1296 394 181 3590 58 51 2286 134 250 34 28 132 16518
leaf_count=100963 3605602 63754 4892 1709 776 955 140 484707 27183 1264 753 338 32 29 36 58 21 1296 394 181 3590 58 51 2286 134 250 34 28 132 16518
internal_value=0 87.0595 -388.01 -93.6918 5812.63 10526.1 4525.57 229.202 -229.557 -1384.09 497.62 -478.154 -20459.3 -16194.2 -19757.5 -37777.5 -90217.7 9824.26 15019 -18686.3 96.0406 -10078.9 684.383 -493.571 19049.6 25735.4 12327.3 30016.8 54722.1 -981.008
internal_weight=0 712562 164101 159209 3580 2804 1849 548461 155629 54666 27483 24880 695 663 634 296 79 2603 1850 217 24185 1322 22863 19273 469 418 284 554 160 18804
internal_count=4318164 712562 164101 159209 3580 2804 1849 548461 155629 54666 27483 24880 695 663 634 296 79 2603 1850 217 24185 1322 22863 19273 469 418 284 554 160 18804
is_linear=0
shrinkage=0.1


Tree=3274
num_leaves=31
num_cat=0
split_feature=3 1 0 1 4 5 0 0 3 1 5 1 3 2 2 5 2 2 5 5 5 5 0 0 4 3 0 1 1 5
split_gain=6.37806e+11 4.29228e+12 1.01491e+13 9.86793e+12 9.803e+12 6.21535e+12 4.47073e+12 8.32486e+12 1.77939e+13 5.87473e+13 3.66657e+13 3.57198e+13 2.3317e+13 2.83648e+13 3.69411e+13 1.80978e+13 1.5367e+13 1.57469e+13 1.41289e+13 1.23484e+13 1.30114e+13 2.26041e+13 1.23459e+13 1.48345e+13 1.37013e+13 1.17885e+13 1.08888e+13 2.24455e+13 1.36379e+13 2.25366e+13
threshold=27.500000000000004 82.91993380000001 55.039751500000008 82.945329900000004 2.5000000000000004 66.040000000000006 55.885524800000006 55.834684950000003 32.500000000000007 37.559851850000008 34.605000000000011 37.542000650000013 29.500000000000004 6.5000000000000009 7.5000000000000009 69.015000000000015 17.500000000000004 25.500000000000004 63.145000000000003 55.990000000000002 79.730000000000018 79.010000000000005 55.87722990000001 55.842510000000011 1.5000000000000002 28.500000000000004 55.87722990000001 37.620907050000007 37.620907050000007 52.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 7 -2 9 10 -9 12 13 15 -15 18 -16 25 -12 26 21 -21 23 24 -14 -18 27 -10 -28 -30
right_child=1 2 3 -5 -6 -7 -8 8 19 -11 11 -13 22 14 16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=3.6351938832293933 -345.67818479263951 -1132.3921203613281 -93684.566608796304 -14617.407498972039 52988.641441127227 -50564.508105468754 -2043.9460786135458 -46991.578042204492 -4250.9578540571383 152701.13949092742 29248.375040838073 130806.20814732143 89832.792538381182 -150032.69322916667 -35155.753855261341 -50703.795125679346 108598.01160714286 -45075.693404447113 109978.62199074075 -9963.6114068994775 12474.908898876758 -88946.190337171065 90631.862478885145 -26311.185365853657 26865.837127408115 16835.552101934525 29445.426646305295 63120.327288818364 -693.11081183776867 96596.95762500001
leaf_weight=4279873 23423 124 27 38 28 32 10786 92 1009 31 110 28 43 21 113 23 21 26 27 780 249 38 37 41 176 42 349 52 500 25
leaf_count=4279873 23423 124 27 38 28 32 10786 92 1009 31 110 28 43 21 113 23 21 26 27 780 249 38 37 41 176 42 349 52 500 25
internal_value=0 -406.314 -13492.9 -47460.7 -1493.47 -11272.3 -320.657 361.299 4681.55 17631.6 12397.6 20114.9 15557 -749.469 -23800.9 31378.5 -10677.8 20400.9 45158.7 1096.78 -7540.13 -13632.7 36585.2 28894 39229.2 47423 5859.36 -949.066 14124.5 3939.75
internal_weight=0 38291 249 65 184 156 38042 27256 3833 831 800 708 680 383 223 160 202 89 137 3002 1067 818 297 260 219 63 1935 1061 874 525
internal_count=4318164 38291 249 65 184 156 38042 27256 3833 831 800 708 680 383 223 160 202 89 137 3002 1067 818 297 260 219 63 1935 1061 874 525
is_linear=0
shrinkage=0.1


Tree=3275
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 1 5 1 5 6 1 5 3 3 1 1 5 5 5 1 3 5 3 3 3 3 5 6 3
split_gain=5.95704e+11 3.99623e+12 3.75239e+13 3.58879e+13 1.36094e+13 1.34805e+13 1.18496e+13 2.98971e+13 1.90571e+13 1.94748e+13 1.83811e+13 1.80538e+13 2.13319e+13 1.60285e+13 4.15614e+13 1.91533e+13 1.79995e+13 1.68757e+13 1.68546e+13 1.58593e+13 1.22826e+13 3.03222e+13 3.56515e+13 3.54862e+13 2.34842e+13 4.78846e+13 5.03081e+13 3.24876e+13 2.30999e+13 1.96889e+13
threshold=60.693675950000006 60.063729500000008 61.880021000000006 33.101335500000005 68.52500000000002 51.815000000000005 30.410108300000001 69.015000000000015 30.362552800000003 59.510000000000012 1.5000000000000002 30.502469200000004 77.715000000000018 5.5000000000000009 4.5000000000000009 30.502469200000004 30.434657650000002 54.410000000000004 45.305000000000007 84.030000000000015 30.207352000000004 5.5000000000000009 109.05000000000001 7.5000000000000009 15.500000000000002 13.500000000000002 12.500000000000002 68.00500000000001 1.5000000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 8 13 20 -10 -11 -9 -13 14 16 -16 17 -8 -15 -12 21 22 -3 28 25 26 27 -25 -23 -30
right_child=-2 2 5 4 -6 -7 7 11 9 10 19 12 -14 18 15 -17 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=1.4029546456652202 313.99718386383256 -6375.4757577699165 30865.526220703126 -28254.714386150026 -93059.34955658784 124172.16750000001 16863.245256569604 24075.069382190704 -7823.6038837926535 11416.668599759616 -45120.197317149163 32392.887199519231 169762.96609375 2248.6144777506811 -57948.913003507223 -12125.735948786391 -2835.2592789826572 92030.983174542693 29584.603050984129 -135573.08664772726 -3599.801554507163 -19073.414171645221 116284.84531250001 2673.7057854425343 -14534.637795616058 61171.79416414431 -123883.17219827588 66035.411840820321 55243.427001556149 149545.53214699074
leaf_weight=4243385 59586 1869 32 261 37 30 110 256 680 52 163 26 20 1096 186 179 432 41 284 22 7893 34 24 672 332 191 29 92 123 27
leaf_count=4243385 59586 1869 32 261 37 30 110 256 680 52 163 26 20 1096 186 179 432 41 284 22 7893 34 24 672 332 191 29 92 123 27
internal_value=0 -4.39344 -1623.32 -1941.44 -36300.9 76013.9 -1251.15 4837.11 -2563.29 -16427 -41112 34439.4 92119 996.95 -9014.36 -35476.7 7552.99 37273 7874.28 -55876.8 -1436.85 3594.74 -4820.35 14214.6 8463.29 16222.8 5396.44 10303.6 55348.8 72217.8
internal_weight=0 4.25858e+06 15193 15131 298 62 14833 2630 12203 917 237 302 46 2328 948 365 583 151 1380 185 11286 3393 1893 1500 1316 984 793 764 184 150
internal_count=4318164 4258578 15193 15131 298 62 14833 2630 12203 917 237 302 46 2328 948 365 583 151 1380 185 11286 3393 1893 1500 1316 984 793 764 184 150
is_linear=0
shrinkage=0.1


Tree=3276
num_leaves=31
num_cat=0
split_feature=5 0 0 4 4 5 1 3 0 2 1 5 4 1 5 3 1 1 4 2 3 4 0 3 1 1 1 1 4 3
split_gain=5.68475e+11 2.88718e+12 5.16584e+12 5.50417e+12 6.69452e+12 6.41095e+12 6.20523e+12 5.60443e+12 1.65568e+13 6.41672e+12 1.58156e+13 5.31534e+12 9.28152e+12 4.7326e+12 1.65443e+13 7.99943e+12 6.19627e+12 1.68425e+13 4.70632e+12 4.86868e+12 7.54596e+12 4.7474e+12 4.92718e+12 4.35882e+12 6.50778e+12 5.55119e+12 6.26281e+12 9.10576e+12 4.10352e+12 4.03761e+12
threshold=22.030000000000005 57.131524800000008 57.178027650000011 4.5000000000000009 2.5000000000000004 13.050000000000002 30.278357500000002 9.5000000000000018 60.017447350000005 4.5000000000000009 30.370618100000005 18.050000000000004 1.5000000000000002 30.578016350000002 13.050000000000002 6.5000000000000009 39.826386800000009 53.664171200000006 1.5000000000000002 9.5000000000000018 23.500000000000004 1.0000000180025095e-35 60.035045000000004 3.5000000000000004 33.101335500000005 30.434657650000002 30.362552800000003 30.346469350000003 1.5000000000000002 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 11 4 5 7 -6 23 9 -9 -11 12 -3 15 16 -8 -15 -18 19 -7 -21 22 -22 24 -4 26 27 -25 -26 -1
right_child=-2 2 3 -5 6 18 13 8 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 25 28 -27 -28 -29 -30 -31
leaf_value=217.04560834137484 5.0141538035748567 -3580.0953006565414 63732.469521147636 46267.541312500005 -61920.603414351855 421.71050417240542 62977.292457217263 100238.32066592263 -29448.354946986612 98623.399796875005 -3266.3074519230772 -12914.587145269083 63268.238225737077 -54466.291357421876 -99872.071448863644 -20004.374654447118 65566.72323903731 -17969.287872370449 -36168.585181306538 -9425.2218758709514 1064.1820429071649 -9367.4008231915923 24125.636521594934 -16534.594701901831 35816.457198210686 8016.857772021348 -49857.87739771793 53313.820626698369 -11684.440070134944 -2553.8581633402882
leaf_weight=63202 4237242 1897 29 25 27 6394 21 21 35 25 39 722 21 24 22 26 31 109 38 1335 222 171 159 99 31 356 38 23 44 5736
leaf_count=63202 4237242 1897 29 25 27 6394 21 21 35 25 39 722 21 24 22 26 31 109 38 1335 222 171 159 99 31 356 38 23 44 5736
internal_value=0 -262.551 -1695.18 -591.592 -717.301 -263.232 -16538.1 8656.27 28437.6 52273 36534.4 -5601.19 -2848.18 -11279.2 -18443.3 17072.5 -7519.97 527.972 -1056.65 -895.527 -5358.91 4475.36 10688.3 4827.63 23504.2 1063.36 -14408.2 -3366.45 7949.26 -13.508
internal_weight=0 80922 11984 9344 9319 9059 260 740 120 85 64 2640 1918 233 186 47 164 140 8319 8281 1887 552 381 620 104 516 160 122 75 68938
internal_count=4318164 80922 11984 9344 9319 9059 260 740 120 85 64 2640 1918 233 186 47 164 140 8319 8281 1887 552 381 620 104 516 160 122 75 68938
is_linear=0
shrinkage=0.1


Tree=3277
num_leaves=31
num_cat=0
split_feature=5 1 1 4 1 0 5 3 0 3 3 3 1 6 3 3 5 5 5 4 0 0 3 5 5 0 1 1 5 3
split_gain=5.82103e+11 4.68522e+12 1.57285e+13 1.50324e+13 2.2537e+13 1.50142e+13 1.43775e+13 1.39104e+13 1.33318e+13 2.49083e+13 1.93726e+13 1.62147e+13 1.30148e+13 1.2625e+13 1.15515e+13 1.12919e+13 1.28565e+13 1.06724e+13 1.71487e+13 2.1633e+13 1.21357e+13 1.62139e+13 1.06275e+13 9.87756e+12 9.64698e+12 1.53212e+13 2.6929e+13 1.63148e+13 2.49822e+13 2.85725e+13
threshold=42.005000000000003 56.249874400000003 49.323301500000007 3.5000000000000004 52.307266200000008 53.145783300000012 13.050000000000002 7.5000000000000009 53.204054050000003 16.500000000000004 14.500000000000002 4.5000000000000009 49.201680550000006 1.5000000000000002 13.500000000000002 24.500000000000004 26.005000000000006 35.985000000000007 32.355000000000011 1.5000000000000002 55.793358600000012 55.755036050000008 6.5000000000000009 31.795000000000005 41.005000000000003 56.338501050000012 37.726745000000001 37.559851850000008 41.305000000000007 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 -4 -7 -3 9 10 11 -8 24 -11 -13 -9 -17 18 20 -20 21 -14 -19 -22 -1 26 27 -26 29 -29
right_child=-2 7 3 4 -6 6 8 15 -10 13 -12 14 17 -15 -16 16 -18 22 19 -21 23 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-86.068967464742911 -28.181256508248744 1121.2387225331945 3791.3728857135634 129287.25472301136 2705.9417154947919 14171.565132218071 -24338.826710171532 -131.70874341440057 -1443.5739169092756 17667.091337161761 -27998.82802704602 -4831.49606805844 -3302.1218173072457 -10103.140227457683 50820.908717105267 -4338.0498464683496 3211.2744432848012 10562.222416860706 13226.63295645463 -37394.057495959052 -8152.4334173734424 15973.517486076316 -1820.8393659608791 10960.277909805391 3519.816633072724 -1737.8598609900027 610.22637544593374 41531.646426033643 6897.9474097779621 4864.6384668184364
leaf_weight=854021 2717292 145710 5478 22 39 575 473 397577 90310 515 574 2015 798 240 38 2578 18051 817 2850 87 1420 963 4569 334 10131 14761 41916 503 3139 368
leaf_count=854021 2717292 145710 5478 22 39 575 473 397577 90310 515 574 2015 798 240 38 2578 18051 817 2850 87 1420 963 4569 334 10131 14761 41916 503 3139 368
internal_value=0 47.8344 -78.3233 -1268.62 48358.2 -1298.82 -1593.15 279.819 -1689.41 -7448.53 -11415.4 -7647.08 49.1074 8839.47 -3801.4 -13.3454 2267.84 3343.83 6087.15 11727.1 1374.59 7238.73 57.5419 -4512.95 6.93474 1128.5 1883.28 5656.78 11055.7 26039.7
internal_weight=0 1.60087e+06 1.03696e+06 100279 61 100218 94740 563916 94165 3855 3100 2526 936677 755 2053 418206 20629 11838 6452 2937 3515 1761 5386 1754 924839 70818 56057 14141 4010 871
internal_count=4318164 1600872 1036956 100279 61 100218 94740 563916 94165 3855 3100 2526 936677 755 2053 418206 20629 11838 6452 2937 3515 1761 5386 1754 924839 70818 56057 14141 4010 871
is_linear=0
shrinkage=0.1


Tree=3278
num_leaves=31
num_cat=0
split_feature=0 1 0 5 2 1 3 0 5 5 5 6 3 3 5 5 5 0 1 3 3 6 5 5 3 0 6 0 2 3
split_gain=6.95323e+11 6.45343e+12 2.3741e+13 3.00932e+13 2.19791e+13 1.75086e+13 2.18085e+13 3.05623e+13 3.30437e+13 3.01547e+13 2.70083e+13 2.46281e+13 4.49655e+13 3.25025e+13 2.63631e+13 1.83596e+13 1.79216e+13 2.76228e+13 2.97781e+13 4.03766e+13 1.95074e+13 2.42085e+13 1.93601e+13 1.74833e+13 2.35125e+13 2.46692e+13 2.16243e+13 2.0392e+13 1.80948e+13 1.77917e+13
threshold=57.581016350000006 56.135466100000009 58.049540950000008 52.990000000000002 1.5000000000000002 60.528664650000003 18.500000000000004 58.000519000000004 161.85000000000002 53.385000000000012 116.06000000000002 1.5000000000000002 7.5000000000000009 4.5000000000000009 70.50500000000001 177.02500000000003 91.050000000000011 57.945214300000011 56.249874400000003 8.5000000000000018 9.5000000000000018 1.5000000000000002 132.05000000000004 49.995000000000012 15.500000000000002 60.052595500000002 1.5000000000000002 58.242297500000006 17.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 15 11 -8 -11 12 14 -13 -9 16 -6 -18 20 -20 21 -19 -21 27 29 -26 -27 -4 -28 -25
right_child=1 2 23 4 5 -7 9 8 -10 10 -12 13 -14 -15 -16 -17 17 18 19 22 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-16.031908929940219 -15.984490416108324 532.71521512013328 6884.9531063843724 -5155.8524779724958 6681.5498221450998 -11685.86775581146 57804.229548611111 50032.103566778278 135781.37081249998 673.93735669245496 -61469.819658745662 -47607.059347608621 21992.616905219184 17024.720874025443 136821.09028645835 -83401.315198863638 -4548.6494428585738 60422.970006793483 -1832.8825861150572 94191.443398437506 50721.785506120825 -71645.754659598213 230132.89801136364 -2482.8953255391953 -26523.266729025345 19044.877689993147 -23584.185201861903 -864.01339419661838 61524.777980324085 21536.601708674356
leaf_weight=3723780 528416 20451 4844 1391 5747 428 90 84 25 2440 72 82 450 1522 60 22 156 23 22 20 127 35 22 14679 837 302 334 11361 27 315
leaf_count=3723780 528416 20451 4844 1391 5747 428 90 84 25 2440 72 82 450 1522 60 22 156 23 22 20 127 35 22 14679 837 302 334 11361 27 315
internal_value=0 100.439 1033.01 2913.76 6712.69 8157.44 8929.6 11408.3 21462.4 930.423 -1107.25 20162.2 37556.6 13720.6 86194.2 7788.25 8114.35 28446 49117.4 107913 28777.3 -19273.7 165399 -880.519 -3172.47 -15109.6 -700.446 1452.31 -17218.7 -1978.28
internal_weight=0 594384 65968 33269 12818 11427 10999 8397 2223 2602 2512 2198 594 1604 144 6174 6152 405 249 64 185 58 42 32699 16494 1500 663 16205 361 14994
internal_count=4318164 594384 65968 33269 12818 11427 10999 8397 2223 2602 2512 2198 594 1604 144 6174 6152 405 249 64 185 58 42 32699 16494 1500 663 16205 361 14994
is_linear=0
shrinkage=0.1


Tree=3279
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 5 1 5 2 0 5 5 3 3 2 0 5 3 5 4 5 5 5 5 5 0 1 1 2 1
split_gain=6.84997e+11 3.71504e+12 1.79111e+13 1.45014e+13 1.34935e+13 1.10803e+13 1.03712e+13 1.74054e+13 1.58214e+13 1.47907e+13 1.01586e+13 2.28887e+13 9.62963e+12 1.46593e+13 8.76699e+12 8.76431e+12 4.3042e+13 3.96588e+13 3.3903e+13 7.42445e+13 5.99961e+13 4.38565e+13 2.39951e+13 1.26407e+13 1.47257e+13 8.69119e+12 1.30018e+13 1.00467e+13 9.29226e+12 8.85138e+12
threshold=60.693675950000006 38.058342000000003 39.969502550000009 35.911716050000003 9.5000000000000018 81.910000000000011 34.359746700000009 128.92000000000004 4.5000000000000009 61.674413550000004 73.995000000000019 67.520000000000024 12.500000000000002 16.500000000000004 1.5000000000000002 61.785186750000001 67.00500000000001 4.5000000000000009 99.555000000000021 3.5000000000000004 84.030000000000015 72.705000000000013 74.610000000000014 101.05000000000001 93.00500000000001 63.563300600000012 59.76223980000001 65.659480050000013 4.5000000000000009 113.46563545000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 6 5 -3 7 -2 -9 -8 11 -4 14 -14 -11 22 -17 -18 19 20 21 -19 -16 24 -24 29 -27 -28 -29 -12
right_child=1 2 10 -5 -6 -7 9 8 -10 12 25 -13 13 -15 15 16 17 18 -20 -21 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-4.7112343400836112 1226.9238111127443 27393.338287275601 913.24962421737018 -39153.982927096622 -29086.174996314861 -42266.858219401045 -46142.830980849852 -8225.0307154605271 -107290.94700404577 -10096.354813247017 11552.355115062164 -7953.8735673977126 -26581.651110226085 18565.775645005968 -145.64594881147096 -3026.1305895739492 -19684.712304687502 211429.23221726192 -11623.0528125 -39657.929390625002 293815.57776834239 24262.75873235887 -33240.613362742457 -2454.2769753635521 -108189.6264404297 6648.2840870028413 -38734.218727329797 10531.091868082684 -32324.621355418669 -569.88982878185459
leaf_weight=4258578 13384 470 32142 98 53 24 82 38 28 1150 2129 3201 358 90 3458 666 55 21 30 25 23 31 145 101 32 550 140 144 78 840
leaf_count=4258578 13384 470 32142 98 53 24 82 38 28 1150 2129 3201 358 90 3458 666 55 21 30 25 23 31 145 101 32 550 140 144 78 840
internal_value=0 336.709 894.053 -781.945 18864.5 24009 -591.223 974.309 -50253 -3951.11 643.445 110.158 -3391.74 -17511.9 -2289.1 -331.756 8826.93 51497.9 81613.7 109585 159332 99849.2 -2417.96 -30682.9 -46790.7 5499.92 -3038.46 -17755.9 -4526.32 8122.69
internal_weight=0 59586 39771 19815 547 494 19717 13450 66 6267 39224 35343 6185 448 5737 4587 851 185 130 100 75 52 3736 278 177 3881 912 362 222 2969
internal_count=4318164 59586 39771 19815 547 494 19717 13450 66 6267 39224 35343 6185 448 5737 4587 851 185 130 100 75 52 3736 278 177 3881 912 362 222 2969
is_linear=0
shrinkage=0.1


Tree=3280
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 5 5 2 6 5 3 2 2 3 5 1 1 5 3 5 5 5 6 5 2 2 5 5 1 2
split_gain=6.403e+11 1.80177e+13 3.36233e+13 3.80396e+13 5.59725e+13 2.48738e+13 7.35036e+13 4.90867e+13 2.65145e+13 2.35593e+13 1.99498e+13 4.053e+13 2.65172e+13 2.46479e+13 2.26105e+13 2.1444e+13 1.69613e+13 2.94444e+13 1.70132e+13 1.6762e+13 3.36603e+13 1.61154e+13 2.40238e+13 2.51416e+13 2.54223e+13 1.51368e+13 1.49734e+13 1.44222e+13 1.38171e+13 1.25241e+13
threshold=55.002082750000007 54.99493995000001 9.5000000000000018 82.784560750000011 61.42204370000001 99.555000000000021 97.050000000000011 14.500000000000002 1.5000000000000002 71.00500000000001 16.500000000000004 14.500000000000002 4.5000000000000009 10.500000000000002 65.905000000000015 82.95335685000002 83.00362155000002 101.05000000000001 5.5000000000000009 37.005000000000003 34.920000000000009 77.00500000000001 1.5000000000000002 87.00500000000001 9.5000000000000018 4.5000000000000009 74.610000000000014 89.00500000000001 82.958618050000013 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 -8 -7 -6 11 12 19 -14 -15 -13 17 18 -5 20 -4 26 23 24 -23 27 -12 -18 -20 -10
right_child=-2 2 5 16 9 8 7 -9 29 -11 21 15 13 14 -16 -17 25 -19 28 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=16.056181772147685 -30.069359345636226 -38113.369456563196 16223.391476937228 -18584.936007279539 30605.616977996382 71910.142802734379 49977.614061595777 198557.65614536832 -12552.042966628031 -39208.925247896637 2350.0604117311877 49123.227838010207 33195.178471822343 18289.501961440128 -12398.276880784255 166169.4765625 2649.2095733675787 -128284.82163722828 26208.664565696945 8758.9396026091399 -31325.756779792093 54393.402770996094 9197.1620703641711 18419.171512858073 198114.11906250002 -15345.245881489875 -24842.625533389139 52108.044693235366 -19981.070824032737 62028.804313858695
leaf_weight=1619426 2682478 169 258 1504 686 40 108 28 1070 52 5667 49 753 919 325 23 919 23 169 1350 352 32 756 72 20 515 210 63 105 23
leaf_count=1619426 2682478 169 258 1504 686 40 108 28 1070 52 5667 49 753 919 325 23 919 23 169 1350 352 32 756 72 20 515 210 63 105 23
internal_value=0 49.3129 3361.54 -4337.93 13798.7 6047.25 7510.27 80567.6 -8056.15 25686.4 6589.1 12158.6 10805.7 18915.7 10272.2 86513 -9325.78 -15864 -14409.7 2542.62 -11214.8 3268.16 15888.8 56685.9 109671 -1459.83 1378.4 5822.23 8508.22 -10982.6
internal_weight=0 1.63569e+06 16260 4205 907 12055 10922 136 1133 738 10786 4029 3957 1997 1244 72 3298 1801 1778 1960 610 6757 880 124 52 1497 5877 982 274 1093
internal_count=4318164 1635686 16260 4205 907 12055 10922 136 1133 738 10786 4029 3957 1997 1244 72 3298 1801 1778 1960 610 6757 880 124 52 1497 5877 982 274 1093
is_linear=0
shrinkage=0.1


Tree=3281
num_leaves=31
num_cat=0
split_feature=5 3 3 4 1 1 2 2 1 4 1 0 1 3 2 1 1 1 0 0 1 3 0 1 0 0 1 1 3 1
split_gain=6.9756e+11 1.87499e+12 1.71036e+12 3.56223e+12 1.89958e+12 1.19331e+13 7.571e+12 1.0869e+13 1.25038e+13 2.62567e+13 7.94556e+12 3.88429e+12 3.18656e+12 2.22794e+13 2.21899e+12 7.78348e+12 2.66849e+12 9.73638e+12 6.36667e+12 5.35353e+12 4.68746e+12 2.76751e+12 3.9186e+12 2.76378e+12 8.2157e+12 1.36114e+13 4.64442e+13 2.37837e+13 1.12517e+13 8.92827e+12
threshold=225.45000000000002 32.500000000000007 24.500000000000004 3.5000000000000004 30.434657650000002 30.388336800000001 1.5000000000000002 5.5000000000000009 30.259484550000003 2.5000000000000004 30.278357500000002 54.725565150000001 33.101335500000005 5.5000000000000009 17.500000000000004 39.071052600000009 37.314272700000011 37.342273500000012 55.975961550000008 55.68356880000001 36.761894450000007 1.5000000000000002 54.943968150000011 38.959914000000005 55.745923000000012 55.899899800000007 37.597123000000003 37.889331900000009 13.500000000000002 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 11 -10 -9 -8 13 -6 16 -16 18 -18 19 20 -14 22 -19 24 29 26 -26 -27 -28 -23
right_child=1 -3 3 -5 12 -7 7 10 9 -11 -12 -13 14 -15 15 -17 17 21 -20 -21 -22 23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-1.2633193821101478 -52593.943410326086 28584.291109375001 9602.0840992647063 -34682.284029447117 100273.14623579546 -72741.648460937504 -44427.650937500002 9690.9399707031243 1510.0080357142858 137312.13740234377 -78379.388913690476 10271.126499155405 5439.975379774306 -40488.000534986415 33668.209080674911 -28467.573437500003 61469.042853009261 30676.765653113165 -52571.069726562506 40325.701432291673 -54940.501250000001 -72882.319687499999 -19850.742265625002 1842.6907506980581 154295.97099999999 -80359.344483901514 -58375.957752403854 32504.718731831395 40039.315029761907 -10607.761629357617
leaf_weight=4313902 23 25 34 39 22 25 20 20 35 24 21 37 36 23 72 28 27 66 31 24 20 25 20 3126 25 33 26 43 21 291
leaf_count=4313902 23 25 34 39 22 25 20 20 35 24 21 37 36 23 72 28 27 66 31 24 20 25 20 3126 25 33 26 43 21 291
internal_value=0 1278.7 1117.59 -14056.7 1383.61 -8002.59 988.951 8838.67 24481.2 56751.6 -35418.3 -8921.43 1869.64 28328.6 1565.43 16270.2 1179.89 1637.85 -14097.8 810.574 -16124.5 1198.39 18926.2 773.713 -6428.06 13015.5 44172.9 -16502 -14403.2 -15534.5
internal_weight=0 4262 4237 73 4164 205 180 157 116 59 41 57 3959 45 3914 100 3814 3703 111 80 56 3676 86 3590 464 148 72 76 47 316
internal_count=4318164 4262 4237 73 4164 205 180 157 116 59 41 57 3959 45 3914 100 3814 3703 111 80 56 3676 86 3590 464 148 72 76 47 316
is_linear=0
shrinkage=0.1


Tree=3282
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 2 0 1 0 1 3 5 1 3 5 5 0 1 5 6 3 5 0 2 1 0 3 0 0
split_gain=6.35643e+11 6.24052e+12 4.61024e+13 9.54889e+13 8.23216e+13 9.2944e+13 6.6593e+13 6.55652e+13 5.91876e+13 5.80759e+13 3.74945e+14 1.36427e+14 1.36815e+14 1.27283e+14 9.37425e+13 6.98792e+13 5.57779e+13 5.03612e+13 8.44942e+13 4.34387e+13 7.23423e+13 4.82158e+13 4.75329e+13 4.23006e+13 4.18068e+13 4.07943e+13 1.44189e+14 1.19568e+14 2.69617e+14 6.69801e+13
threshold=37.457850350000008 37.516458750000005 56.121679000000007 55.946414150000003 55.885524800000006 55.899899800000007 10.500000000000002 56.320495600000008 37.475443250000005 55.860536450000005 37.487839250000007 10.500000000000002 44.905000000000008 37.503486000000002 11.500000000000002 56.835000000000008 50.005000000000003 55.851332700000007 37.487839250000007 55.405000000000008 1.5000000000000002 15.500000000000002 67.990000000000023 56.663136550000011 9.5000000000000018 37.475443250000005 55.820531900000013 24.500000000000004 55.834684950000003 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 8 -5 -4 -6 17 11 15 -13 19 -14 -11 -15 25 -19 20 -12 22 -21 -9 -20 26 -2 28 -28 -27
right_child=1 -3 7 6 5 -7 -8 23 -10 10 13 12 14 16 -16 -17 -18 18 24 21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=86.958086599305005 -4401.107800687183 1.1425033455482407 -33108.798368821866 25021.401182703394 -9521.7637237978652 -7648.9639155592686 -10069.908767778003 17230.779101844204 -66503.276061699944 -4451.6999695312506 44177.878021445053 24794.323946487806 302233.7053571429 -17116.663821539751 87648.479222093185 -184637.52094350965 -78085.454796429593 20958.696969628149 -67600.866606326221 5161.1436729753523 -11057.224228298073 -37500.852200950765 163127.17883522727 -88271.329153963423 -8139.402669270833 -726.67456818364019 -501202.86651785718 50380.799414062501 -52584.193105996623 11742.836743513963
leaf_weight=703633 16343 3547437 1011 2311 284 3036 706 520 509 125 447 484 21 261 666 26 353 258 369 142 505 424 22 41 174 33020 21 24 37 4954
leaf_count=703633 16343 3547437 1011 2311 284 3036 706 520 509 125 447 484 21 261 666 26 353 258 369 142 505 424 22 41 174 33020 21 24 37 4954
internal_value=0 -16.9279 -972.36 -566.335 -1405.05 -15611.5 16809.8 -17895.7 -46096.3 -477.98 12059.1 53982 65517.7 -13670.7 94207.9 -35477.1 -52168.8 -1267.45 -26159.3 1678.53 14877.7 -19691.6 26351.7 9520.29 -48546.9 -900.932 -5064.78 -137338 -215015 900.069
internal_weight=0 3.61453e+06 67094 65522 62505 3829 3017 1572 793 58676 3476 1322 1171 2154 687 151 614 55200 801 1540 952 588 164 561 543 54399 16425 82 58 37974
internal_count=4318164 3614531 67094 65522 62505 3829 3017 1572 793 58676 3476 1322 1171 2154 687 151 614 55200 801 1540 952 588 164 561 543 54399 16425 82 58 37974
is_linear=0
shrinkage=0.1


Tree=3283
num_leaves=31
num_cat=0
split_feature=3 0 0 0 2 0 3 5 1 0 2 0 3 0 1 1 5 6 4 1 2 0 4 2 4 5 3 5 5 1
split_gain=6.85886e+11 4.18611e+12 6.2727e+12 6.13952e+12 4.24743e+12 8.0519e+12 6.90669e+12 5.69517e+12 9.80487e+12 9.67928e+12 8.18509e+12 6.66035e+12 8.58875e+12 6.4011e+12 5.73458e+12 1.13329e+13 1.05015e+13 2.90879e+13 6.92549e+12 9.58401e+12 1.33896e+13 5.59376e+12 6.60735e+12 5.46352e+12 1.06438e+13 1.87792e+13 1.79413e+13 1.76299e+13 2.09454e+13 1.47151e+13
threshold=27.500000000000004 43.514103700000014 44.226894250000008 47.208883950000008 22.500000000000004 51.369916400000001 31.500000000000004 56.205000000000005 37.417247200000006 56.838612000000005 23.500000000000004 55.762622900000004 28.500000000000004 55.745923000000012 37.487839250000007 37.559851850000008 48.035000000000004 1.5000000000000002 1.0000000180025095e-35 37.620907050000007 26.500000000000004 55.762622900000004 1.5000000000000002 20.500000000000004 1.5000000000000002 64.805000000000021 32.500000000000007 75.750000000000014 75.015000000000015 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 23 -6 7 14 13 10 11 -10 -13 -9 16 21 -7 -18 -17 20 -20 -16 -23 -5 -25 -26 27 28 29 -27
right_child=1 2 3 4 5 6 -8 8 9 -11 -12 12 -14 -15 15 18 17 -19 19 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=3.7697199390819374 -44029.65234375 47786.534953703704 -31621.979603794643 -632.92819866919854 59064.402750651039 3301.4183869190706 -356.30062352054944 -45291.961319040704 13562.176294948629 67066.187310606052 8688.4520156124399 105178.07330729168 30809.856995738635 -825.56010332180347 -11903.398464076194 -24851.763722866395 10148.77838372565 138307.13063858697 86595.044010416663 3386.8487102957065 -15549.071651785714 -71686.112785050689 -2482.6860795454545 1774.2907889221653 -24055.353535273702 53440.323295898437 -16629.517640034748 -3110.9848236706794 110346.30004464286 -22207.267595486112
leaf_weight=4279873 22 27 63 24059 24 390 8683 43 73 33 933 24 44 131 271 79 77 23 33 825 21 37 22 1056 634 60 328 196 35 45
leaf_count=4279873 22 27 63 24059 24 390 8683 43 73 33 933 24 44 131 271 79 77 23 33 825 21 37 22 1056 634 60 328 196 35 45
internal_value=0 -421.35 -396.281 -430.3 -378.829 1201.49 1083.22 5169.33 10252.7 13721.3 12082.2 34538.6 57057.5 -11814.4 1506.87 -1996.01 10714.4 39625.2 3509.36 6058.31 46872.3 -17978.3 -45881.4 -1082.8 -5680.74 -11745.9 7.49706 16248.4 43351.5 21019.9
internal_weight=0 38291 38269 38242 38179 11766 11742 3059 1281 1107 1074 141 68 174 1778 1288 490 100 958 879 54 330 59 26413 2354 1298 664 336 140 105
internal_count=4318164 38291 38269 38242 38179 11766 11742 3059 1281 1107 1074 141 68 174 1778 1288 490 100 958 879 54 330 59 26413 2354 1298 664 336 140 105
is_linear=0
shrinkage=0.1


Tree=3284
num_leaves=31
num_cat=0
split_feature=1 4 0 5 0 1 1 5 5 2 1 5 0 2 3 5 2 3 3 5 5 1 3 0 0 0 1 1 3 2
split_gain=6.05376e+11 5.28681e+12 1.36211e+13 3.23437e+13 3.21612e+13 4.20789e+13 3.56464e+13 4.87151e+13 4.7444e+13 4.30785e+13 1.02242e+14 1.08509e+14 4.89116e+13 5.81956e+13 5.81212e+13 4.67637e+13 5.29834e+13 4.5886e+13 4.39669e+13 4.19709e+13 4.63106e+13 4.19589e+13 4.37128e+13 4.00884e+13 5.37717e+13 4.60808e+13 3.99377e+13 5.84301e+13 8.93552e+13 5.25657e+13
threshold=38.781124500000011 1.5000000000000002 55.388132500000005 44.605000000000011 56.009576300000013 37.275078000000001 37.832345550000007 47.415000000000006 44.905000000000008 6.5000000000000009 37.362912300000012 55.005000000000003 55.455204450000004 8.5000000000000018 14.500000000000002 50.005000000000003 3.5000000000000004 16.500000000000004 10.500000000000002 65.905000000000015 53.705000000000005 37.559851850000008 16.500000000000004 55.719391050000006 55.769960200000007 55.745923000000012 37.39371280000001 37.503486000000002 16.500000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 -8 10 11 -9 13 14 -11 16 17 23 -17 20 -20 -21 -23 -12 25 -25 -14 28 -28 -30
right_child=-2 -3 3 4 -6 6 8 9 -10 12 15 -13 26 -15 -16 18 -18 -19 19 21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=958.48085149722192 -24.646585104339263 231.13832057938995 -90.410424979408106 -18155.531743070005 -195.68161216872815 -6434.5993671351744 26024.623502027822 20159.033869412582 -11542.524198121104 -18702.47802734375 19052.919714280579 183243.23180752841 -13069.267203469473 -5886.01771859976 -232579.79548611111 -38837.619200553621 -13269.553571314642 -5457.3889376402985 -20085.96794574285 -18244.403200020377 20173.888628841913 -43560.271994628914 -211194.13632812502 84832.274851190479 55061.343079876075 296925.63859375002 90435.68169900174 7781.2633244326562 58628.613602995785 6242.4537434895838
leaf_weight=89057 3012745 746045 415938 2255 26569 9552 353 158 7053 24 163 55 584 130 27 695 618 221 590 127 554 35 28 21 116 20 225 3238 263 705
leaf_count=89057 3012745 746045 415938 2255 26569 9552 353 158 7053 24 163 55 584 130 27 695 618 221 590 127 554 35 28 21 116 20 225 3238 263 705
internal_value=0 56.8813 -175.528 -390.258 -2683.76 -5060.8 -3905.31 -1519.5 -9751.92 3941.59 -4808.01 62270 9668.57 -41401.6 -131932 -9289.7 6735.17 29587.2 -18443.4 -7818.19 -589.499 -51342.6 -118064 53789.8 89854.2 188292 11511.8 14751.5 33670 20475.5
internal_weight=0 1.30542e+06 559374 470317 54379 27810 25555 18149 7406 8597 3401 213 5196 181 51 3188 1159 541 2029 1334 1144 190 63 320 157 41 5015 4431 1193 968
internal_count=4318164 1305419 559374 470317 54379 27810 25555 18149 7406 8597 3401 213 5196 181 51 3188 1159 541 2029 1334 1144 190 63 320 157 41 5015 4431 1193 968
is_linear=0
shrinkage=0.1


Tree=3285
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 1 0 3 0 0 0 1 3 5 0 0 2 2 3 0 2 3 3 0 1 0 2 0 2 1
split_gain=6.12545e+11 1.81294e+12 1.61641e+12 3.78371e+12 2.02288e+12 5.77395e+12 5.061e+12 5.55311e+12 2.8688e+12 8.37766e+12 3.21798e+12 2.27909e+12 2.4424e+12 1.54209e+12 8.55445e+12 2.04158e+13 2.07419e+13 4.38893e+13 2.38218e+13 1.84891e+13 3.95983e+13 3.15608e+13 7.32216e+13 2.61833e+13 3.87031e+13 2.81362e+13 2.05669e+13 2.04122e+13 1.91205e+13 2.09589e+13
threshold=225.45000000000002 27.500000000000004 114.17164950000002 113.46563545000002 60.017447350000005 30.315880100000005 59.939091550000008 9.5000000000000018 59.916647550000008 59.853570100000006 59.755965500000009 53.243495500000009 4.5000000000000009 150.04500000000004 45.022371150000005 44.893607100000004 7.5000000000000009 2.5000000000000004 11.500000000000002 53.973051950000006 7.5000000000000009 15.500000000000002 17.500000000000004 47.297889100000013 39.718803500000007 53.355366400000001 9.5000000000000018 53.516665650000007 15.500000000000002 44.083877800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 6 -6 8 -8 9 10 -2 12 -7 -1 15 -15 17 -17 -19 20 21 27 -23 24 -22 28 -26 -16 -25 -30
right_child=1 -3 -4 -5 5 11 7 -9 -10 -11 -12 -13 -14 14 19 16 -18 18 -20 -21 23 22 -24 25 26 -27 -28 -29 29 -31
leaf_value=1.8865798050755378 1331.9675196569794 -23297.846731770835 -17479.678732638888 42022.699830163045 60670.359161931825 -31367.3313671875 -55821.350708007812 11349.326132812501 30775.221521366006 -49791.750451660162 34208.551432291672 30362.616148158486 11284.361376953126 535.31852779173801 -14193.593220913879 -19418.272836538465 -913.75499215411332 63410.844731987854 172114.06534598215 193.29109485394886 2129.1158662948142 -139338.11742424243 27201.552929687503 55998.367857278965 -1833.1716869212964 -42822.522406914897 -109768.75575214461 -81405.812204953458 75949.243154761905 -45474.981747159094
leaf_weight=4302555 3920 30 45 23 22 25 32 20 33 32 30 21 29 1333 1170 52 117 72 28 7371 652 66 44 205 27 47 51 47 21 44
leaf_count=4302555 3920 30 45 23 22 25 32 20 33 32 30 21 29 1333 1170 52 117 72 28 7371 652 66 44 205 27 47 51 47 21 44
internal_value=0 1198.25 1371.9 1574.51 1351.09 15622.9 1010.7 -29986.5 1412.16 1168.82 1581.66 2409.04 -8461.79 -1.18383 -1165.42 5606.55 30736.5 55098.8 93847.7 -2278.68 -9953.88 -21425.8 -72722.2 4585.98 -5834.96 28583.7 -72406.4 -16789.3 41013.7 -6245.62
internal_weight=0 4262 4232 4187 4164 97 4067 52 4015 3982 3950 75 54 4.3139e+06 11347 1602 269 152 100 9745 2374 1327 110 1047 730 317 78 1217 270 65
internal_count=4318164 4262 4232 4187 4164 97 4067 52 4015 3982 3950 75 54 4313902 11347 1602 269 152 100 9745 2374 1327 110 1047 730 317 78 1217 270 65
is_linear=0
shrinkage=0.1


Tree=3286
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 0 6 4 0 5 0 1 3 3 2 3 1 1 1 5 0 0 0 0 0 3 6 3 3 3
split_gain=5.77652e+11 7.40457e+12 1.96839e+13 2.07427e+13 4.74501e+13 4.76491e+13 2.8331e+13 2.21993e+13 4.99148e+13 3.60415e+13 1.99935e+13 1.43206e+14 1.83764e+13 1.74977e+13 1.9622e+13 1.60596e+13 1.52177e+13 4.54288e+13 2.48492e+13 3.35524e+13 2.21437e+13 2.05377e+13 3.91621e+13 2.66234e+13 3.79039e+13 3.59669e+13 3.96319e+13 6.31353e+13 6.18689e+13 6.299e+13
threshold=68.00500000000001 69.610000000000014 7.5000000000000009 30.305955500000003 30.332994000000003 59.916647550000008 1.5000000000000002 2.5000000000000004 59.896318000000008 68.52500000000002 44.039893800000009 39.767857750000005 4.5000000000000009 3.5000000000000004 1.5000000000000002 5.5000000000000009 38.996948700000011 38.959914000000005 38.969379750000009 69.015000000000015 44.580511600000001 55.535913550000011 55.657530000000008 55.924336300000007 56.301440000000007 18.500000000000004 1.5000000000000002 19.500000000000004 21.500000000000004 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 10 -10 11 -6 -7 -8 15 -15 17 20 19 -19 -4 -22 -23 25 -25 -24 28 -28 -27 -30
right_child=1 -3 16 4 7 12 13 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 21 22 23 24 -26 26 27 -29 29 -31
leaf_value=16.907265386745948 -72371.722787084334 -6.3260784529262795 84550.90307291667 -7327.5907787566503 229813.4347076416 58347.164421875001 55395.152543826218 -205.56478129636895 166414.02302083335 42996.789317103801 5144.6028188769023 -12099.318241060697 168176.46904046476 -29978.871173525527 226.08047789384364 -127763.0716974432 -4569.3528348290374 41003.414257812503 13743.311960736444 164367.58566706732 -10008.906923653871 14201.01290302809 -15383.550832735389 23851.968107897861 -804.31053370622249 32615.314752270802 -97434.135286458346 40884.048365675808 -34522.611277253709 15481.017123778985
leaf_weight=3557887 78 721045 30 47 32 25 41 5356 30 112 1920 104 39 71 267 22 17063 145 374 26 2324 1720 2607 732 4206 332 36 396 705 392
leaf_count=3557887 78 721045 30 47 32 25 41 5356 30 112 1920 104 39 71 267 22 17063 145 374 26 2324 1720 2607 732 4206 332 36 396 705 392
internal_value=0 -79.1213 -1417.03 2959.34 4220.95 69127.6 -17229.1 3267.2 11729.5 69070.9 7769.13 44821.3 125274 -6503.05 -13552.6 -53110.6 -2563.48 -123.118 28181.7 59760.5 -1267.49 -1458.91 327.017 -2210.01 2850.69 -7803.06 2816.15 29357.5 -5207.56 -16654.4
internal_weight=0 760277 39232 8144 7665 111 479 7554 2198 142 2056 136 64 401 360 93 31088 14025 545 171 13480 13450 11126 9406 4938 4468 1861 432 1429 1097
internal_count=4318164 760277 39232 8144 7665 111 479 7554 2198 142 2056 136 64 401 360 93 31088 14025 545 171 13480 13450 11126 9406 4938 4468 1861 432 1429 1097
is_linear=0
shrinkage=0.1


Tree=3287
num_leaves=31
num_cat=0
split_feature=3 1 4 3 0 1 0 2 5 2 0 5 6 3 4 0 5 2 5 5 6 3 1 0 5 0 0 5 4 2
split_gain=6.37226e+11 3.9451e+12 9.9189e+12 8.91182e+12 1.31914e+13 1.0963e+13 2.81976e+13 1.82811e+13 1.70407e+13 1.48762e+13 1.90117e+13 1.89047e+13 3.21044e+13 1.69994e+13 1.62285e+13 1.671e+13 2.98222e+13 1.45097e+13 1.6698e+13 1.44763e+13 1.07562e+13 8.85596e+12 1.18446e+14 9.43317e+13 2.50403e+13 1.97504e+13 2.79181e+13 1.40731e+13 1.8988e+13 1.90619e+13
threshold=27.500000000000004 37.542000650000013 3.5000000000000004 29.500000000000004 55.664473600000008 37.475443250000005 55.851332700000007 20.500000000000004 114.05000000000001 4.5000000000000009 55.842510000000011 41.005000000000003 1.5000000000000002 28.500000000000004 2.5000000000000004 55.734663800000007 70.00500000000001 18.500000000000004 36.305000000000007 95.020000000000024 1.5000000000000002 29.500000000000004 37.855187800000003 55.834684950000003 33.805000000000007 55.751981950000008 55.719391050000006 55.990000000000002 2.5000000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 9 -8 -6 10 20 12 13 -11 15 -13 -17 18 -15 -16 -7 22 23 24 -3 26 -26 -27 -29 -30
right_child=1 21 -4 -5 5 6 7 -9 -10 11 -12 14 -14 17 19 16 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=3.6335422377123097 53019.909568992822 -26589.976602128627 34338.054759457234 -519.19052120312767 -612.16253429707592 -4338.5957707423795 -110086.54747721355 -9526.0954202586199 -82152.621435546884 8775.3693853312016 92993.471364182697 -119535.62464843752 97355.288612689401 -28051.441280048079 30425.342916081463 -31112.649182281493 76177.66822193288 30403.927023437504 -121610.80873842594 -53169.804615162036 70823.001041666663 -283.29721651469976 -8350.0452273635728 201108.1385569853 46347.568457031251 30607.485000596029 -21489.661471688036 85926.960439888542 -58914.010156250006 55370.546412037038
leaf_weight=4279873 37 69 76 11185 1799 204 48 29 26 259 26 20 33 65 89 640 27 25 27 27 21 21055 1783 34 126 213 117 157 20 54
leaf_count=4279873 37 69 76 11185 1799 204 48 29 26 259 26 20 33 65 89 640 27 25 27 27 21 21055 1783 34 126 213 117 157 20 54
internal_value=0 -406.129 -1694.62 -1882.36 -6364.14 -7017.1 -13230.7 -72213.1 -1773.83 -10126.4 12032 -14715.3 2784.37 -5515.74 -23628.6 -29470.2 -26769.6 -37151.6 -55509.1 10967.9 2676.49 393.481 5931.6 38164.7 30836.6 36604.3 13685.2 49147.9 66243.6 24482.8
internal_weight=0 38291 14663 14587 3402 3365 1540 77 1825 1463 251 1212 409 376 803 687 667 117 92 116 225 23628 2573 790 756 687 243 444 231 74
internal_count=4318164 38291 14663 14587 3402 3365 1540 77 1825 1463 251 1212 409 376 803 687 667 117 92 116 225 23628 2573 790 756 687 243 444 231 74
is_linear=0
shrinkage=0.1


Tree=3288
num_leaves=31
num_cat=0
split_feature=3 2 0 5 0 5 5 3 2 4 1 1 4 1 1 3 3 2 4 5 5 3 2 1 1 1 0 5 5 5
split_gain=5.93827e+11 1.07897e+13 1.46586e+13 3.08645e+13 2.28657e+13 4.43499e+13 3.42986e+13 5.32804e+13 2.77722e+13 2.77133e+13 2.60393e+13 3.21969e+13 2.36759e+13 2.12831e+13 3.32509e+13 2.42683e+13 9.48828e+13 2.62828e+13 2.84796e+13 6.20477e+13 4.93247e+13 2.70989e+13 2.49271e+13 2.22026e+13 7.23205e+13 4.98128e+13 4.80762e+13 2.85198e+13 4.82738e+13 2.8362e+13
threshold=16.500000000000004 6.5000000000000009 45.047272400000004 107.05000000000001 45.029420750000007 71.00500000000001 82.00500000000001 17.500000000000004 2.5000000000000004 3.5000000000000004 39.011252750000004 39.041623000000008 2.5000000000000004 39.726951800000002 39.739656000000004 23.500000000000004 21.500000000000004 5.5000000000000009 2.5000000000000004 61.845000000000006 48.945000000000007 19.500000000000004 3.5000000000000004 39.718803500000007 39.714575750000009 39.630124250000001 43.592450450000008 90.015000000000015 82.00500000000001 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 8 -8 -7 13 -9 -12 -10 23 15 16 17 18 19 20 21 22 -15 24 25 27 -25 28 -2 -29
right_child=1 -3 -4 -5 5 6 7 10 12 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-20.352202076208417 1374.8612327745107 -138.35307882256197 419.80817592108588 -20494.555515484131 5047.8954309266037 -6466.1959978070181 84127.229103662641 18249.238320728062 92476.022525853507 96723.362550403224 -114427.34358108109 -6210.3097948306076 30550.395025126141 -11735.890409482759 5751.6330506656695 -22958.626652110706 255593.3389914773 -46152.938378906256 -38197.353556034483 210392.26622596156 -44340.741290838072 188534.898984375 120544.34531250001 -11502.776815975902 86417.535789535992 -53141.209118221508 -132082.29016113281 -32511.167223050303 42649.378043727425 40703.169672131153
leaf_weight=3318589 8618 717653 266753 513 2521 57 93 282 173 31 37 107 96 29 997 44 22 32 29 26 44 20 28 311 99 170 37 399 293 61
leaf_count=3318589 8618 717653 266753 513 2521 57 93 282 173 31 37 107 96 29 997 44 22 32 29 26 44 20 28 311 99 170 37 399 293 61
internal_value=0 67.5693 591.76 3615.6 4459.52 11693.5 31520 15552.6 56940.5 2302.79 582.09 -34016.1 70376.2 2042.82 14230.9 45084.2 58101 37212.4 52369.8 70236.8 40120.7 88384.4 53243.9 491.858 1387.66 505.372 -24323 1478.58 2732 -22802.3
internal_weight=0 999575 281922 15169 14656 3366 845 519 326 11290 426 144 269 11259 1271 274 230 208 176 147 121 77 57 9988 9640 9541 348 9371 8911 460
internal_count=4318164 999575 281922 15169 14656 3366 845 519 326 11290 426 144 269 11259 1271 274 230 208 176 147 121 77 57 9988 9640 9541 348 9371 8911 460
is_linear=0
shrinkage=0.1


Tree=3289
num_leaves=31
num_cat=0
split_feature=2 0 0 5 6 5 5 5 5 3 3 3 3 5 2 0 0 5 5 1 3 5 5 2 2 1 1 3 0 1
split_gain=6.99544e+11 2.78037e+12 1.99029e+13 1.26533e+13 1.3814e+13 2.33097e+13 2.32107e+13 4.20473e+13 1.41297e+13 1.23946e+13 8.66748e+12 1.69092e+13 6.75983e+13 1.48383e+13 1.44878e+13 1.42776e+13 1.31902e+13 1.32663e+13 2.94518e+13 1.19586e+13 8.00668e+12 1.51124e+13 2.54497e+13 2.44504e+13 1.77752e+13 3.99885e+13 2.565e+13 4.4457e+13 2.3924e+13 1.61512e+13
threshold=14.500000000000002 51.67657710000001 52.056565900000003 137.05000000000004 1.5000000000000002 53.385000000000012 92.035000000000011 101.05000000000001 89.00500000000001 17.500000000000004 18.500000000000004 21.500000000000004 24.500000000000004 48.510000000000012 19.500000000000004 51.717367500000009 51.717367500000009 91.050000000000011 89.00500000000001 39.262370300000008 19.500000000000004 92.035000000000011 84.030000000000015 15.500000000000002 15.500000000000002 38.969379750000009 39.718803500000007 22.500000000000004 45.029420750000007 38.950530550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 4 10 -6 8 -8 9 -7 16 13 14 -12 -13 -14 17 18 19 -3 -2 22 23 -22 25 28 -27 -28 -23 -24
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 12 15 -15 -16 -17 -18 -19 -20 -21 21 24 29 -25 -26 26 27 -29 -30 -31
leaf_value=-11.72999536648372 1856.6787612275364 -5003.9437897695134 111.04997678868516 59361.433714978448 -3975.6230603133999 -14409.459181504924 111986.47663574219 -65273.832260529896 -101764.27714843751 -39075.221244500914 -6293.2197598805151 59919.223863636369 -15910.412647919788 -48136.297499617183 160841.71293750001 30052.9373436561 -4803.6641583083574 -58500.373567708339 136613.28734375001 24842.017386881511 -7741.6164494603327 20606.349177631579 18070.524604969454 753.35647628965387 3966.6296411446187 -21690.023902313471 140989.09576612906 -29773.730546875002 122344.78386520127 -18764.261150993872
leaf_weight=3980118 31851 221 268917 29 1259 403 32 23 26 412 170 33 506 169 25 78 879 24 20 342 3928 38 133 24652 2493 129 31 30 59 1134
leaf_count=3980118 31851 221 268917 29 1259 403 32 23 26 412 170 33 506 169 25 78 879 24 20 342 3928 38 133 24652 2493 129 31 30 59 1134
internal_value=0 138.108 -1.12336 -6486.89 -6900.05 -12749.4 -25077.7 37859.4 -29193.7 -26878.5 -1790.48 -9085.67 454.576 -27153 103420 -9771.47 3025.53 14363 17362.5 13126.3 728.839 -372.176 -1029 -414.182 6679.72 30246.8 3575.98 57007.4 82488.5 -14897.6
internal_weight=0 338046 273568 4651 4622 2155 896 55 841 815 2467 981 642 339 58 584 1486 607 583 563 64478 32627 29847 28580 2780 287 190 61 97 1267
internal_count=4318164 338046 273568 4651 4622 2155 896 55 841 815 2467 981 642 339 58 584 1486 607 583 563 64478 32627 29847 28580 2780 287 190 61 97 1267
is_linear=0
shrinkage=0.1


Tree=3290
num_leaves=31
num_cat=0
split_feature=2 3 1 0 0 1 3 2 0 0 4 3 2 6 5 5 0 5 5 0 0 1 1 1 1 0 0 0 2 5
split_gain=6.2952e+11 6.01847e+12 1.53968e+13 2.18799e+13 2.47935e+13 2.37174e+13 1.96552e+13 2.27116e+13 2.01872e+13 4.34539e+13 2.8026e+13 2.75169e+13 1.98935e+13 4.05108e+13 3.42452e+13 2.93433e+13 1.85256e+13 1.73841e+13 2.18111e+13 2.49869e+13 3.34189e+13 2.00305e+13 5.30668e+13 1.91837e+13 3.62663e+13 3.98597e+13 1.11756e+14 4.70053e+13 3.95265e+13 2.8684e+13
threshold=5.5000000000000009 19.500000000000004 82.940215400000014 55.039751500000008 55.020029900000004 82.957885500000017 20.500000000000004 1.5000000000000002 44.580511600000001 43.592450450000008 1.5000000000000002 23.500000000000004 4.5000000000000009 1.5000000000000002 57.995000000000012 34.920000000000009 55.025681450000008 53.385000000000012 57.005000000000003 55.769960200000007 55.801980100000009 37.66934650000001 37.615058950000012 37.542000650000013 30.323743050000001 59.939091550000008 59.882016200000002 59.963407450000012 2.5000000000000004 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 16 7 -3 9 12 -11 -12 15 -14 -15 -8 -6 21 19 -19 -21 22 -9 24 25 26 -20 -27 -29 -30
right_child=-2 2 3 -5 5 -7 8 17 -10 10 11 -13 13 14 -16 -17 -18 18 23 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.70527107984593451 44.352429346065826 12271.851822592813 -4134.1567743884434 1243.8635980192187 -13115.974878737032 -4851.5413623791446 -62914.473565848224 -4019.6083941010556 -22.034355486184523 19340.958972167969 201446.09549278847 61947.537758316532 76788.076793323868 16591.820667613636 -140956.40842483108 38225.438124017295 -41947.664749870513 -6319.6099864466523 -42097.764919411602 -128552.6310546875 -32620.834467699082 3310.9159755075034 -55289.318050312671 -11813.951753268973 16080.61855963002 -108529.49967606709 130164.84532620614 -109786.2120289522 -26501.212049175945 74320.182574728256
leaf_weight=2378728 1838026 757 2797 3106 378 623 35 2132 82702 44 26 31 22 22 37 159 543 379 111 40 394 3158 223 2617 782 82 57 34 73 46
leaf_count=2378728 1838026 757 2797 3106 378 623 35 2132 82702 44 26 31 22 22 37 159 543 379 111 40 394 3158 223 2617 782 82 57 34 73 46
internal_value=0 -32.8695 -787.331 -5164.19 -9749.17 -19920.9 -440.445 -4436.11 83.0725 23201.6 79296.8 125578 2599.3 -39025.1 -82209.6 19978.5 -30114.5 -5684.92 -10213.1 -25079.8 -41462.5 -1894.33 -8874.45 -7034.07 3522.01 -20847.3 16348.5 -47438.3 -14696.7 12471.8
internal_weight=0 2.48014e+06 101410 7447 4341 1544 93963 10885 83078 376 101 57 275 81 59 194 921 10128 4615 813 434 5513 2355 3802 1185 403 168 235 153 119
internal_count=4318164 2480138 101410 7447 4341 1544 93963 10885 83078 376 101 57 275 81 59 194 921 10128 4615 813 434 5513 2355 3802 1185 403 168 235 153 119
is_linear=0
shrinkage=0.1


Tree=3291
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 3 5 1 3 4 3 0 6 1 4 5 1 3 3 5 2 2 2 2 5 2 1 3 4 5
split_gain=6.29204e+11 5.20118e+12 1.68705e+13 9.75885e+13 4.08305e+13 2.73414e+13 2.09024e+13 2.02801e+13 3.28533e+13 2.37702e+13 2.24903e+13 2.11227e+13 1.85004e+13 2.47267e+13 2.20375e+13 1.69163e+13 1.66237e+13 2.54956e+13 2.1765e+13 4.66915e+13 4.41587e+13 4.90925e+13 3.66953e+13 6.14074e+13 3.66503e+13 1.7198e+13 1.81464e+13 3.44275e+13 3.18427e+13 4.11717e+13
threshold=44.580511600000001 44.039893800000009 41.950906500000009 39.143775600000005 47.005000000000003 2.5000000000000004 97.050000000000011 42.09605220000001 7.5000000000000009 2.5000000000000004 8.5000000000000018 44.226894250000008 1.5000000000000002 43.048525950000005 4.5000000000000009 150.04500000000004 39.080602550000002 15.500000000000002 12.500000000000002 67.00500000000001 2.5000000000000004 5.5000000000000009 8.5000000000000018 11.500000000000002 96.015000000000015 8.5000000000000018 38.781124500000011 16.500000000000004 2.5000000000000004 64.805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 -5 -6 -7 8 9 -4 -10 12 13 -9 15 -14 17 18 -3 -20 -21 -22 -23 24 -24 -19 27 28 29 -27
right_child=-2 2 7 4 5 6 -8 11 10 -11 -12 -13 14 -15 -16 -17 -18 25 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=113.2758099962826 7.1778408446726534 -90.548483015373066 7330.0388003548551 -10938.011701487136 -12412.749272062341 -52113.828915273589 -156245.21485351562 187.32932986407215 -74221.002057291669 27957.237329714102 -2420.36453560367 -25986.804765398432 -1807.934386689642 28061.424961168188 -83455.513364109851 82254.983819580084 -11994.519366681568 -45390.432967202971 -15959.490748585667 -57307.580425347231 176527.12257812501 -49368.769396551725 255026.43355823864 -7166.9346142578133 67985.30812500001 -74174.205439157202 -56154.142883522727 48093.84278779872 -138740.04490489131 94086.141586538462
leaf_weight=114886 4170694 13989 1680 702 196 533 20 852 45 837 1428 330 9336 508 33 24 1307 202 145 27 40 29 22 40 20 33 55 102 23 26
leaf_count=114886 4170694 13989 1680 702 196 533 20 852 45 837 1428 330 9336 508 33 24 1307 202 145 27 40 29 22 40 20 33 55 102 23 26
internal_value=0 -203.001 -1318.14 -3429.23 -28265.3 -44505.3 -55879.9 1134.4 7247.73 14189.4 -4613.87 -1066.46 -301.681 10599.1 -1879.99 -1592.39 -1185.32 -227.711 502.018 26165.9 60481.4 81543.1 47314.6 81507.4 165959 -23910 -5754.96 9310.01 -38933.3 -25.5779
internal_weight=0 147470 32584 17511 1451 749 553 15073 3990 2517 1473 11083 10753 1360 9393 9360 16060 14753 14312 323 178 151 111 82 42 441 239 184 82 59
internal_count=4318164 147470 32584 17511 1451 749 553 15073 3990 2517 1473 11083 10753 1360 9393 9360 16060 14753 14312 323 178 151 111 82 42 441 239 184 82 59
is_linear=0
shrinkage=0.1


Tree=3292
num_leaves=31
num_cat=0
split_feature=3 1 5 5 1 0 5 1 0 0 5 5 1 5 5 0 5 5 0 3 5 5 5 0 0 5 5 0 0 4
split_gain=5.92893e+11 2.4285e+12 9.75334e+12 6.20426e+12 4.85603e+12 4.91205e+12 4.57619e+12 4.36706e+12 4.36725e+12 3.08457e+12 4.49043e+12 3.76352e+12 2.94411e+12 5.48074e+12 5.42283e+12 5.73808e+12 3.59241e+12 3.33443e+12 2.92347e+12 7.01947e+12 4.59955e+12 4.10096e+12 4.01085e+12 5.82751e+12 3.64661e+12 3.62766e+12 4.62105e+12 3.35628e+12 3.12373e+12 3.17373e+12
threshold=2.5000000000000004 104.38035940000002 177.02500000000003 123.15000000000002 92.896330950000007 51.636650050000007 123.15000000000002 91.398302750000013 53.145783300000012 56.028355650000009 69.015000000000015 83.010000000000005 86.192907650000009 98.020000000000024 70.00500000000001 55.416472000000006 112.04500000000002 68.52500000000002 56.054485600000007 1.5000000000000002 43.810000000000009 82.00500000000001 64.805000000000021 52.719210700000012 55.993277250000013 53.995000000000012 79.730000000000018 55.993277250000013 52.719210700000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 18 12 -9 11 -11 -10 -1 14 17 -16 -15 -14 19 25 -21 -20 24 -24 28 -7 -27 -25 -22 -30
right_child=-2 2 -4 -5 5 6 -8 8 9 10 -12 -13 13 16 15 -17 -18 -19 21 20 22 -23 23 27 -26 26 -28 -29 29 -31
leaf_value=209.09381062089255 -6.0757369343797398 -2402.9165579968762 -64714.120687500006 47612.533312500003 -34896.785791015624 3852.5533467277151 52307.653422619049 21668.972141520182 -11369.771703960441 -3831.4516883415909 46202.306305803577 -55576.940039062501 5338.4281465108288 68290.683992697974 -21227.765510838468 26259.963382056456 10466.975651041668 37139.902674057907 -3533.22030446799 1774.8245238852714 19226.721940777457 39756.005808423914 12366.088894452307 -49326.344810267859 37332.801688454369 -50202.679057276531 934.51619140625007 -1186.6635400390626 -10869.699861867804 27542.617115885416
leaf_weight=105863 4205107 3127 25 25 30 61 21 48 519 123 21 20 1089 22 142 31 21 34 451 452 417 23 167 28 88 43 30 30 76 30
leaf_count=105863 4205107 3127 25 25 30 61 21 48 519 123 21 20 1089 22 142 31 21 34 451 452 417 23 167 28 88 43 30 30 76 30
internal_value=0 225.984 -2499.67 -2006.22 304.792 5254.45 5882.8 215.506 -7487.5 -9536.56 3465.14 -13010.1 268.032 4927.72 3762.36 -12718.4 40051.2 6301.25 5368.6 7635.69 9901.89 -1432.69 14295.9 2881.77 18499.2 -14146.8 -29187.4 -24426.5 15330.3 1.7106
internal_weight=0 113057 3177 3152 109880 1947 1917 107933 731 683 144 539 107202 1339 1296 173 43 1123 1896 1422 1288 474 836 225 611 134 73 58 523 106
internal_count=4318164 113057 3177 3152 109880 1947 1917 107933 731 683 144 539 107202 1339 1296 173 43 1123 1896 1422 1288 474 836 225 611 134 73 58 523 106
is_linear=0
shrinkage=0.1


Tree=3293
num_leaves=31
num_cat=0
split_feature=0 1 5 1 1 5 5 5 1 5 5 0 0 3 5 5 2 5 3 2 5 4 5 5 5 5 2 5 5 5
split_gain=5.45932e+11 3.54129e+12 7.75218e+12 6.46934e+12 8.0999e+12 2.14671e+13 7.53999e+12 1.03297e+13 5.40415e+12 4.83697e+12 4.39052e+12 4.19961e+12 7.39876e+12 6.68606e+12 3.90448e+12 4.43876e+12 3.86439e+12 5.73053e+12 6.38854e+12 9.61978e+12 1.00306e+13 3.9817e+12 2.38081e+13 8.56635e+12 6.38849e+12 1.24077e+13 5.57284e+12 5.37792e+12 5.25643e+12 4.4577e+12
threshold=60.693675950000006 33.101335500000005 125.85000000000001 30.102666750000001 30.578016350000002 45.305000000000007 112.04500000000002 81.00500000000001 30.160599000000001 85.91500000000002 103.45000000000002 63.563300600000012 61.785186750000001 5.5000000000000009 33.585000000000008 29.985000000000003 5.5000000000000009 77.715000000000018 4.5000000000000009 3.5000000000000004 67.520000000000024 1.5000000000000002 43.605000000000011 44.005000000000003 57.705000000000005 56.205000000000005 4.5000000000000009 61.845000000000006 50.805000000000007 47.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 16 -7 -9 -11 12 13 -6 15 -13 17 18 19 20 -2 22 -20 -23 25 26 28 -26 29 -25
right_child=1 -3 -4 4 11 8 -8 9 -10 10 -12 14 -14 -15 -16 -17 -18 -19 21 -21 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-4.2059017471795253 2911.9856801908313 500.74983164328916 -58168.85821875 7333.9926907504559 -1216.6981215855697 -25882.736448426178 57696.921126302092 -68121.968104619576 -63263.450640869145 -6287.0560797275648 -57800.279278273811 11048.118199965533 -26854.873323996027 -39086.36884991455 4783.3021689373518 -34757.497671944751 -10404.739354932179 46896.856860351567 8757.342108218545 -62799.062065598067 -58751.149030172419 35773.58795078125 -73628.275292968756 -4630.6586495535721 42693.732723563066 -69424.745062500006 28278.125790744358 10488.595675048829 11413.229213382634 -43251.12996627453
leaf_weight=4258578 292 55823 25 137 690 69 24 23 88 78 21 34 171 50 644 56 182 32 285 29 29 125 40 98 70 25 72 200 131 43
leaf_count=4258578 292 55823 25 137 690 69 24 23 88 78 21 34 171 50 644 56 182 32 285 29 29 125 40 98 70 25 72 200 131 43
internal_value=0 300.594 -2668.66 -2297.48 -6304.64 -21593 2021.53 1268.74 -46835 -26811.5 -17214.1 -3572.26 -8107.6 -3775.46 2056.76 -17453.2 3341.2 5041.92 4111.17 -7641.88 -2658.83 7888.55 -1382.43 11832.3 7149.01 -1403.97 3539.4 18838.1 -3009.08 -16408.5
internal_weight=0 59586 3763 3738 1939 294 1799 1775 157 122 99 1645 911 740 734 90 1653 1471 1439 350 321 1089 325 764 639 369 344 270 272 141
internal_count=4318164 59586 3763 3738 1939 294 1799 1775 157 122 99 1645 911 740 734 90 1653 1471 1439 350 321 1089 325 764 639 369 344 270 272 141
is_linear=0
shrinkage=0.1


Tree=3294
num_leaves=31
num_cat=0
split_feature=4 5 2 0 3 5 3 4 0 1 1 1 3 3 1 0 2 2 1 1 1 3 2 3 3 0 0 1 3 4
split_gain=5.412e+11 3.10549e+12 5.58889e+12 4.12288e+12 8.54946e+12 6.46365e+11 1.8294e+12 1.77752e+12 1.30088e+13 1.72052e+13 1.17074e+13 1.27392e+13 1.19201e+13 1.09889e+13 7.05177e+12 6.88023e+12 6.05959e+12 1.15815e+13 9.7785e+12 1.45133e+12 1.5745e+13 7.89642e+12 9.54529e+12 6.65778e+12 1.99449e+13 1.33313e+13 1.18259e+13 8.38127e+12 1.84585e+13 2.67357e+13
threshold=8.5000000000000018 75.750000000000014 6.5000000000000009 56.143542450000005 5.5000000000000009 225.45000000000002 32.500000000000007 6.5000000000000009 45.254062050000009 42.09605220000001 39.714575750000009 37.487839250000007 8.5000000000000018 7.5000000000000009 40.810045900000013 55.751981950000008 4.5000000000000009 2.5000000000000004 30.323743050000001 39.863684800000009 39.899261850000009 20.500000000000004 15.500000000000002 3.5000000000000004 2.5000000000000004 45.022371150000005 46.672631750000008 39.666208800000007 7.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 7 19 -1 9 -9 11 13 -13 16 -12 -16 17 18 -10 23 -21 22 -22 24 -7 -26 -27 -25 -29 -30
right_child=1 3 -4 -5 -6 6 -8 8 10 -11 14 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 27 25 26 -28 28 29 -31
leaf_value=-0.85425487796938315 60928.464615885416 -43802.074667968758 -1370.6106309678821 -37606.375516183034 36972.854045024673 -24542.55905729167 28204.781687500003 -90497.5660104852 85500.62160156251 17652.854707845054 -80741.731152343753 120655.16382812499 11476.053769531251 -56564.512620192312 25667.921006944445 -40723.007559121623 46365.095358946273 -42050.80138236381 -9175.8039062500011 81382.175812500005 1687.531790293428 -39421.507540760875 54245.06254464286 -1697.6663175835329 104668.7772235577 -42341.595738002237 43220.190419921877 -81765.75128997094 -52200.733922697371 76578.782756696441
leaf_weight=4313442 24 20 36 28 38 75 25 38 20 24 20 20 20 26 27 37 41 37 24 25 2722 46 35 1088 26 21 70 43 38 28
leaf_count=4313442 24 20 36 28 38 75 25 38 20 24 20 20 20 26 27 37 41 37 24 25 2722 46 35 1088 26 21 70 43 38 28
internal_value=0 6088.29 23549 -6093.62 9119.43 -0.205856 1233.58 -1.41911 -7296.29 -48632.9 2126.02 15993.8 66065.6 2460.85 -28911.3 -12714.3 15040 -815.883 33858.9 1073.68 2373.83 1669.16 2354.75 -1573.42 15713.2 41518.2 23475.2 -4346.21 -30783 2433
internal_weight=0 146 60 86 58 4.31802e+06 4242 4.31378e+06 334 62 272 188 40 148 84 64 122 81 44 4217 2828 2803 2757 1389 192 117 91 1197 109 66
internal_count=4318164 146 60 86 58 4318018 4242 4313776 334 62 272 188 40 148 84 64 122 81 44 4217 2828 2803 2757 1389 192 117 91 1197 109 66
is_linear=0
shrinkage=0.1


Tree=3295
num_leaves=31
num_cat=0
split_feature=5 4 5 1 1 2 3 0 2 1 1 1 1 6 1 0 1 0 2 0 0 0 0 1 0 0 5 1 3 5
split_gain=5.44325e+11 1.11488e+13 1.24367e+13 4.02956e+13 5.75278e+13 2.78287e+13 3.69589e+13 3.67421e+13 2.92166e+13 4.5739e+13 2.78207e+13 3.1013e+13 2.53196e+13 1.68902e+13 1.97568e+13 1.8739e+13 1.51047e+13 1.41148e+13 1.16349e+13 1.36834e+13 1.82825e+13 3.7284e+13 2.82005e+13 2.09169e+13 1.15108e+13 1.49264e+13 2.8481e+13 2.54902e+13 1.2488e+13 1.20559e+13
threshold=110.05000000000001 3.5000000000000004 112.04500000000002 82.888608650000023 82.911991800000024 10.500000000000002 20.500000000000004 55.183525900000006 13.500000000000002 37.314272700000011 30.226173900000003 37.767735350000002 37.559851850000008 1.5000000000000002 46.037218400000008 59.932719750000011 20.507360500000004 55.061033200000004 1.5000000000000002 55.551692500000009 59.916647550000008 59.834458500000004 59.932719750000011 37.362912300000012 60.052595500000002 60.693675950000006 137.05000000000004 30.278357500000002 15.500000000000002 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 5 -5 10 7 -7 13 -10 16 12 18 15 -15 -9 -3 -6 -12 -20 21 23 -22 -21 -2 26 27 -26 29 -27
right_child=1 2 -4 4 17 6 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 19 20 22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=4.701678255115544 -1221.9801264719342 -28867.806666666667 639.71845707196132 212474.58328125003 53087.075679623988 176599.94971590908 -32751.451358795166 -31204.954957932696 -136222.94886532737 48553.577681587842 -53447.728531901041 -13439.347932426826 95218.946820494195 161499.92404233874 37590.42528409091 82310.573958333349 -137958.15518465909 -6409.8239539194919 -31929.047516276041 -20160.566070312503 -85623.872467672423 154271.62510775865 26634.370740742586 71774.994889987254 -122270.98531709559 -42049.73654341264 25563.380678013393 -22290.176278626688 62743.866374999998 1688.6949332022455
leaf_weight=4243743 39320 30 33114 20 123 22 64 26 21 37 24 631 43 31 22 33 22 59 45 50 29 29 98 49 51 88 42 51 25 222
leaf_count=4243743 39320 30 33114 20 123 22 64 26 21 37 24 631 43 31 22 33 22 59 45 50 29 29 98 49 51 88 42 51 25 222
internal_value=0 -268.106 1044.17 9925.57 51490.2 3496.73 33059.8 54996.9 39260 -18348.3 -3711.03 4.54223 23119.2 69092.9 110066 32286.8 -75021.4 33799.6 13550.5 18910.3 27882 54553.3 1000.6 25342.9 -1409.69 -16818.1 -43742.8 -72280.6 -5244.45 -10727.4
internal_weight=0 74421 34622 1508 202 1306 256 192 170 58 1050 998 367 112 53 59 52 182 324 300 255 128 127 99 39799 479 144 102 335 310
internal_count=4318164 74421 34622 1508 202 1306 256 192 170 58 1050 998 367 112 53 59 52 182 324 300 255 128 127 99 39799 479 144 102 335 310
is_linear=0
shrinkage=0.1


Tree=3296
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 1 5 3 2 0 5 3 6 3 3 3 0 0 5 3 5 5 5 3 5 5 3 6 0 3
split_gain=5.4471e+11 5.94018e+12 1.23813e+13 4.04367e+13 5.6592e+13 4.66946e+13 3.24905e+13 2.95948e+13 2.4527e+13 5.17147e+13 3.15392e+13 3.61837e+13 2.98422e+13 7.50014e+13 2.87064e+13 1.26196e+14 5.12086e+13 3.79688e+13 2.7308e+13 2.38771e+13 6.57674e+13 4.78174e+13 2.33506e+13 2.00964e+13 3.35511e+13 1.86356e+13 1.8445e+13 2.39303e+13 1.77966e+13 1.28665e+14
threshold=30.259484550000003 30.305955500000003 59.904813200000007 59.853570100000006 1.5000000000000002 30.278357500000002 61.405000000000008 6.5000000000000009 19.500000000000004 59.846652800000008 35.305000000000007 9.5000000000000018 1.5000000000000002 19.500000000000004 11.500000000000002 12.500000000000002 59.846652800000008 59.846652800000008 48.035000000000004 10.500000000000002 84.030000000000015 79.730000000000018 80.815000000000012 24.500000000000004 72.010000000000005 53.705000000000005 21.500000000000004 1.5000000000000002 59.932719750000011 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 7 -5 -6 10 -10 11 -2 13 -12 22 16 18 -17 -16 21 -21 -9 -14 24 -19 -20 27 -13 29 -4
right_child=1 -3 28 4 5 -7 -8 19 9 -11 12 26 14 -15 15 17 -18 23 25 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=194.77937883883709 -4928.9930978732646 4.3320371506088948 -8025.3568350859077 -35569.590962542141 8963.3578108506754 -26768.98989470422 -109467.28926584752 -16383.556935029874 -96385.642398313503 84817.884523809538 -24469.281673857833 33201.394686791202 -3900.369447313667 99522.413176081725 71441.330625000002 -69261.820401020799 -7846.325059066281 15836.940381028917 253805.44851190477 -33507.368586948942 170547.62215909094 -119983.73430646931 90186.344896556722 69540.299039713544 -103797.89335937501 141550.216265625 -24341.797648661846 90944.543373878405 -1409.0347652120256 31297.490020418354
leaf_weight=138955 270 4145141 2315 241 1199 933 79 204 63 21 789 248 1145 52 40 77 31 144 21 56 22 57 27 48 28 50 37 101 24471 1299
leaf_count=138955 270 4145141 2315 241 1199 933 79 204 63 21 789 248 1145 52 40 77 31 144 21 56 22 57 27 48 28 50 37 101 24471 1299
internal_value=0 -6.47624 -1321.55 -5451.9 -14243.7 -9119.42 -53813.1 1587.37 2235.45 -51084.8 3676.54 23152.2 -1533.93 -16802.7 6436.94 28247.8 105788 -8825.08 137523 -24500.5 24046.6 -39008.9 -1732.84 12327.8 -3638.5 174752 42794.6 49912.2 -441.65 6108.67
internal_weight=0 4.17921e+06 34068 5983 2791 2471 320 1538 3192 84 3108 656 2452 841 1611 439 142 297 111 339 78 261 1172 220 172 71 386 349 28085 3614
internal_count=4318164 4179209 34068 5983 2791 2471 320 1538 3192 84 3108 656 2452 841 1611 439 142 297 111 339 78 261 1172 220 172 71 386 349 28085 3614
is_linear=0
shrinkage=0.1


Tree=3297
num_leaves=31
num_cat=0
split_feature=1 5 5 1 3 5 0 1 0 3 5 2 4 2 3 3 0 4 5 0 3 1 0 1 0 3 2 0 1 6
split_gain=5.89746e+11 7.65986e+12 3.25129e+13 3.75922e+13 7.40138e+13 1.92848e+13 2.00203e+13 2.6459e+13 2.40013e+13 3.51602e+13 3.62209e+13 3.55028e+13 2.59491e+13 1.98037e+13 2.01783e+13 1.4956e+13 1.31017e+13 1.32486e+13 3.24111e+13 3.94932e+13 3.55144e+13 1.38349e+13 1.2984e+13 1.29072e+13 1.65922e+13 1.26332e+13 2.36962e+13 2.51333e+13 1.3242e+13 3.15596e+13
threshold=30.332994000000003 45.005000000000003 45.985000000000007 30.323743050000001 7.5000000000000009 39.995000000000012 59.609407350000005 30.102666750000001 59.846652800000008 8.5000000000000018 44.005000000000003 7.5000000000000009 1.5000000000000002 1.5000000000000002 4.5000000000000009 4.5000000000000009 60.042666650000008 1.5000000000000002 44.905000000000008 59.916647550000008 7.5000000000000009 30.160599000000001 60.035045000000004 30.278357500000002 59.963407450000012 11.500000000000002 4.5000000000000009 60.003414000000006 30.305955500000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 25 -5 -1 7 -7 12 10 11 -10 -8 14 -12 -14 17 18 21 -20 -21 -15 -11 24 -19 26 27 -3 -28 -30
right_child=-2 2 -4 4 -6 6 8 -9 9 22 13 -13 15 16 -16 -17 -18 23 19 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=357.91503566385836 -8.8814624281582386 -6113.8463412609735 407.16146378554527 176064.72324218752 19316.002955302254 1190.5700758605394 -19721.629704462175 34658.292235245244 -4072.0464335530269 1222.448393153858 67051.52345753205 -92471.81531717052 -31830.622717134451 -76883.575372023814 -12660.12922720212 38.564664061255158 -3458.0718714617306 5526.6620903510557 7750.091443452382 -210704.39042176947 -45308.952578124998 -8179.0711078447166 -7829.1177767954323 -39010.413924944551 -83864.660937500012 -1162.2855094884487 21081.360553887553 35617.807840304908 99720.60270080567 -29197.671730324073
leaf_weight=68755 4082379 728 136979 40 122 4974 1874 248 3678 11661 39 46 162 42 171 1618 138 154 21 37 20 97 1834 391 24 909 752 180 64 27
leaf_count=68755 4082379 728 136979 40 122 4974 1874 248 3678 11661 39 46 162 42 171 1618 138 154 21 37 20 97 1834 391 24 909 752 180 64 27
internal_value=0 153.774 626.05 11250.9 58019.4 -534.099 -2786.49 2780 -4107.36 -2633.8 -9928.87 -5163.99 -11508.6 -25576.5 2143.46 -2861.89 -31876.5 -36866 -57889.3 -109481 -152671 -28938.7 -7.67924 -28848.4 -6526.1 8402.55 13368 2158.95 25441.2 61470.1
internal_weight=0 235785 139801 2822 162 95984 27229 5222 22007 18353 4858 3724 3654 1134 210 1780 924 786 217 78 57 139 13495 569 178 2660 1751 908 843 91
internal_count=4318164 235785 139801 2822 162 95984 27229 5222 22007 18353 4858 3724 3654 1134 210 1780 924 786 217 78 57 139 13495 569 178 2660 1751 908 843 91
is_linear=0
shrinkage=0.1


Tree=3298
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 4 5 5 3 5 1 5 1 2 2 1 6 2 3 5 5 2 0 1 3 5 5 5 5 3
split_gain=5.43897e+11 2.78811e+12 1.42645e+13 2.11633e+13 4.49184e+13 2.96315e+13 4.95695e+13 3.7726e+13 3.24898e+13 2.8768e+13 3.41553e+13 3.09117e+13 2.96795e+13 2.65594e+13 2.19273e+13 2.03743e+13 4.04509e+13 1.99509e+13 2.71113e+13 2.53072e+13 5.71163e+13 1.94919e+13 1.84249e+13 2.17041e+13 2.78067e+13 1.57407e+13 1.45562e+13 1.41667e+13 1.90438e+13 1.35567e+13
threshold=14.500000000000002 45.013473000000012 45.029420750000007 39.027779200000005 39.080602550000002 2.5000000000000004 107.05000000000001 142.05000000000004 23.500000000000004 84.030000000000015 39.016372550000007 73.405000000000015 38.969379750000009 15.500000000000002 16.500000000000004 38.959914000000005 1.5000000000000002 16.500000000000004 21.500000000000004 116.06000000000002 100.05000000000001 19.500000000000004 45.022371150000005 39.047276750000002 17.500000000000004 85.020000000000024 78.710000000000022 56.835000000000008 66.040000000000006 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 3 9 5 22 8 -8 13 10 11 27 14 -7 -13 16 -11 18 -18 20 -19 -21 23 24 -5 -24 -6 -3 -29 -2
right_child=1 2 -4 4 26 6 7 -9 -10 15 -12 12 -14 -15 -16 -17 17 19 -20 21 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-10.343044923831551 -1192.3221858155234 12940.613610028991 108.58201082577352 163099.34840856481 3417.6098951924478 259978.54912574403 -23205.478146229623 122351.01173502606 62626.768576388888 115648.31925 -30776.304940884787 30353.250058178193 -4949.9412804555086 108775.17977764423 119727.15248579546 -49700.400503576813 -7394.3216068591109 -9730.3481765496927 -110446.97715277779 -3153.5829213169645 169740.72122656251 -100651.88648639548 13273.52296479184 6490.9524487113958 46095.769010813645 -67825.471574519222 -40697.497366727941 -36770.691427508507 22917.032039969308 -56186.958437499998
leaf_weight=3980118 11476 828 323190 27 623 21 69 24 54 25 206 47 59 26 66 166 59 61 45 70 25 29 301 80 82 26 85 147 84 45
leaf_count=3980118 11476 828 323190 27 623 21 69 24 54 25 206 47 59 26 66 166 59 61 45 70 25 29 301 80 82 26 85 147 84 45
internal_value=0 121.778 175.723 6682.29 15944.5 33717.6 67035 14357.5 115540 -168.977 6911.06 13217.8 52538.1 176334 82553.9 -21364.8 -6384.9 -16941.4 -51984.4 2758.44 42441.5 -31713.7 21191.2 46046.6 75078.3 6825.28 -1878.7 6831.51 -15066.1 -1407.13
internal_weight=0 338046 326525 3335 1418 710 194 93 101 1917 1437 1231 172 47 113 480 314 289 104 185 86 99 516 189 109 327 708 1059 231 11521
internal_count=4318164 338046 326525 3335 1418 710 194 93 101 1917 1437 1231 172 47 113 480 314 289 104 185 86 99 516 189 109 327 708 1059 231 11521
is_linear=0
shrinkage=0.1


Tree=3299
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 3 0 1 5 5 1 3 3 1 3 5 5 5 5 3 1 3 1 2 4 1 3 0 0 2
split_gain=5.43253e+11 6.76817e+12 5.15152e+13 7.13361e+13 1.61658e+14 1.37264e+14 1.97982e+14 9.68995e+13 1.56265e+14 9.64177e+13 6.83377e+13 8.20917e+13 6.24024e+13 7.45816e+13 7.86697e+13 6.12199e+13 5.57344e+13 5.4397e+13 6.59864e+13 7.66735e+13 8.65034e+13 8.33384e+13 6.75698e+13 7.58547e+13 5.18545e+13 5.28749e+13 5.13039e+13 6.47713e+13 5.07859e+13 5.11039e+13
threshold=64.020000000000024 55.834684950000003 55.784980300000008 37.39371280000001 37.328003200000005 15.500000000000002 55.812836050000008 37.832345550000007 116.06000000000002 97.050000000000011 37.944765900000007 9.5000000000000018 22.500000000000004 37.597123000000003 23.500000000000004 66.50500000000001 107.05000000000001 75.015000000000015 81.00500000000001 9.5000000000000018 37.516458750000005 16.500000000000004 37.737121850000008 9.5000000000000018 2.5000000000000004 49.177301950000007 30.500000000000004 55.801980100000009 55.885524800000006 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 16 -6 26 8 12 -8 11 -9 17 15 -15 -14 -4 -5 -19 -20 -21 22 23 -22 25 -12 27 -7 29 -3
right_child=1 28 3 7 5 6 9 10 -10 -11 24 -13 13 14 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=18.805048004997161 -79.671940420675739 -10075.113426872735 18803.389245484126 12544.002726033927 -77622.614809758539 255564.7107758621 -41766.080447266599 -102890.99486705639 -187059.81513157894 19614.173877522549 20039.542471289973 -12181.466109690948 -37044.852880859376 -84076.18390252642 -4572.8617371323535 38645.413068428803 -65365.071926769582 49755.438927828887 46657.77707710598 46518.151426554075 -44377.798726639099 17345.794748286196 46990.126844618062 -164386.63758802818 658.8089621485999 -5575.257651966871 -18733.881376008063 83241.420161576709 -110.26253322361063 -128.19402083739257
leaf_weight=3370694 596228 10613 1509 3066 441 29 1008 108 38 343 3116 1309 128 139 1190 647 83 1178 575 278 204 304 54 71 13180 1087 31 88 300363 10062
leaf_count=3370694 596228 10613 1509 3066 441 29 1008 108 38 343 3116 1309 128 139 1190 647 83 1178 575 278 204 304 54 71 13180 1087 31 88 300363 10062
internal_value=0 -66.9003 124.435 4153.5 -9201.37 -28581.6 -14153.9 5922 15236.7 -26182.5 2021.72 -19095.1 16218 1489.33 -12888.1 26144.3 14415.2 21626.2 32078.9 18066.2 19.8818 -20401.2 -55279.8 -75361.9 3743.08 13414.9 95647.8 125954 -440.246 -5234.2
internal_weight=0 947470 626432 30204 3532 1940 1499 26672 7872 1351 18800 1417 7834 2104 1329 775 1592 5730 2664 1486 911 633 329 275 17383 4203 148 117 321038 20675
internal_count=4318164 947470 626432 30204 3532 1940 1499 26672 7872 1351 18800 1417 7834 2104 1329 775 1592 5730 2664 1486 911 633 329 275 17383 4203 148 117 321038 20675
is_linear=0
shrinkage=0.1


Tree=3300
num_leaves=31
num_cat=0
split_feature=1 5 5 3 0 0 0 0 6 5 3 5 0 2 5 5 4 5 3 2 3 5 0 5 4 4 5 2 5 5
split_gain=5.32671e+11 8.03282e+12 8.7641e+12 1.11359e+13 1.01078e+13 1.70467e+13 8.93083e+12 6.78718e+13 1.68536e+13 1.97e+13 1.89999e+13 1.46778e+13 2.63604e+13 2.90859e+13 2.11547e+13 1.9541e+13 1.65393e+13 1.43743e+13 1.51175e+13 3.75942e+13 1.34638e+13 1.43437e+13 2.57843e+13 2.11212e+13 1.44996e+13 1.26566e+13 1.71526e+13 1.22254e+13 2.63919e+13 2.03339e+13
threshold=30.102666750000001 32.005000000000003 36.515000000000008 15.500000000000002 59.939091550000008 60.693675950000006 60.003414000000006 59.950068600000009 1.5000000000000002 75.750000000000014 3.5000000000000004 118.33500000000002 60.042666650000008 3.5000000000000004 55.005000000000003 46.405000000000008 3.5000000000000004 150.04500000000004 5.5000000000000009 3.5000000000000004 3.5000000000000004 45.005000000000003 60.693675950000006 45.985000000000007 1.5000000000000002 2.5000000000000004 57.405000000000008 4.5000000000000009 98.020000000000024 62.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -4 -9 25 -11 14 13 16 15 20 -13 18 19 -14 -8 -22 23 24 -23 26 -10 -16 29 -29
right_child=-2 2 6 -5 5 -7 11 8 9 10 -12 12 17 -15 27 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=4219.8613687864145 3.9734974385350572 -4470.7171685215999 -308.4075898113125 9478.6688531152959 -27069.639013061522 14389.726908740236 -16511.680735085229 32274.299855324076 -39205.285488528301 -55244.523120777034 -168094.31418750001 -37590.383011930535 -43616.96461509147 86006.338887746722 17197.590093237166 -12820.082857760959 52511.519212962972 -6945.5873005319154 -411.62486328124999 -205658.90923295455 6659.2390063699531 182627.39188988096 -15771.137475585938 23341.79669828869 68846.519043986002 -3637.0087942023029 -121293.72697916668 31754.914408759665 -107104.6683771307 -8312.693196163611
leaf_weight=3652 4263593 3386 41542 483 480 125 209 27 168 37 25 83 41 38 1535 900 27 47 20 22 876 21 50 42 24 76 30 186 22 397
leaf_count=3652 4263593 3386 41542 483 480 125 209 27 168 37 25 83 41 38 1535 900 27 47 20 22 876 21 50 42 24 76 30 186 22 397
internal_value=0 -310.447 -635.368 -4862.4 -6597.99 -18503.7 -228.183 -684.61 -43737.5 -49845.6 -100748 3984.72 -18278.5 10581.4 5436.89 -1638.19 -15474.5 -51134.4 -76156.9 -100203 6597.25 11365 41454.7 74343.1 121944 -38327.4 -51642.9 12452.5 413.177 4470.45
internal_weight=0 54571 50919 4474 3991 605 46445 41905 363 336 62 4540 278 148 4262 2122 110 130 83 63 1222 1013 137 87 45 274 198 2140 605 583
internal_count=4318164 54571 50919 4474 3991 605 46445 41905 363 336 62 4540 278 148 4262 2122 110 130 83 63 1222 1013 137 87 45 274 198 2140 605 583
is_linear=0
shrinkage=0.1


Tree=3301
num_leaves=31
num_cat=0
split_feature=1 4 4 3 5 1 5 2 1 2 5 5 5 1 3 3 5 0 1 3 0 5 2 3 1 1 4 3 1 0
split_gain=5.38096e+11 6.90832e+12 6.61448e+12 2.02709e+13 1.71048e+13 1.54341e+13 2.50378e+13 1.53369e+13 1.17586e+13 1.97313e+13 6.96373e+12 6.03026e+12 2.54503e+13 3.06926e+13 5.99516e+13 1.56596e+13 1.59689e+13 1.70685e+13 2.13144e+13 1.97043e+13 3.34801e+13 3.26154e+13 2.5325e+13 1.64234e+13 1.5914e+13 1.58359e+13 2.89364e+13 5.4438e+13 2.82973e+13 2.80131e+13
threshold=30.332994000000003 7.5000000000000009 5.5000000000000009 5.5000000000000009 177.02500000000003 30.305955500000003 150.04500000000004 4.5000000000000009 30.315880100000005 5.5000000000000009 150.04500000000004 45.005000000000003 45.985000000000007 30.323743050000001 7.5000000000000009 1.5000000000000002 39.995000000000012 59.609407350000005 30.102666750000001 8.5000000000000018 59.846652800000008 44.410000000000004 7.5000000000000009 5.5000000000000009 30.102666750000001 30.160599000000001 1.5000000000000002 7.5000000000000009 30.278357500000002 60.042666650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 6 -4 10 9 -9 -5 15 13 -13 -15 24 -17 18 -18 21 -21 22 25 -23 -1 29 -27 28 -28 -19
right_child=-2 -3 3 7 -6 -7 -8 8 -10 -11 -12 12 -14 14 -16 16 17 19 -20 20 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=15734.926025046767 -8.4836242373829389 -44277.33662388393 -16765.910904017856 41162.787916100548 52910.741071428572 25731.72373798077 -157024.83562500001 -91029.290859375003 70898.489402173916 42230.524187500007 112842.12012310605 7382.8946028537321 362.46273949112879 158457.00823730469 17382.671564421107 298.39265258065501 1151.4256501612024 -20614.026925931616 31191.219704117313 -13235.000723198298 -18.523058596508907 -18944.498116381666 -69919.904692382814 -52051.221238088088 108508.81133789063 12696.386095105046 7218.3015018542465 -100978.40124308268 -15149.62630459685 7157.6894795696326
leaf_weight=71 4082379 35 35 23 28 26 20 20 23 25 33 2660 136711 40 122 68688 4964 1221 248 2234 13495 848 60 182 25 1104 1082 60 1185 517
leaf_count=71 4082379 35 35 23 28 26 20 20 23 25 33 2660 136711 40 122 68688 4964 1221 248 2234 13495 848 60 182 25 1104 1082 60 1185 517
internal_value=0 146.885 153.481 16994 -14465.9 -37756.5 -67769.2 44648.2 12733 -16996.1 83402.4 136.82 556.5 9956.58 52215.8 -473.273 -513.688 -2564.43 2580.79 -3784.05 -1895.67 -8529.58 -5325.76 -24794.4 39894.8 -4575.97 -636.549 -6962.1 -4473.8 -12352.8
internal_weight=0 235785 235750 233 109 81 55 124 68 45 56 235517 139533 2822 162 95984 95888 27200 5212 21988 15729 6259 5229 1030 96 5169 3431 2327 2267 1738
internal_count=4318164 235785 235750 233 109 81 55 124 68 45 56 235517 139533 2822 162 95984 95888 27200 5212 21988 15729 6259 5229 1030 96 5169 3431 2327 2267 1738
is_linear=0
shrinkage=0.1


Tree=3302
num_leaves=31
num_cat=0
split_feature=3 5 5 3 1 1 0 0 0 0 3 4 3 3 1 0 5 0 2 5 0 0 0 5 4 0 0 2 0 1
split_gain=5.3813e+11 4.81851e+12 1.54957e+13 1.78367e+13 2.17788e+13 3.93898e+13 3.95494e+13 3.17513e+13 4.40681e+13 2.72845e+13 2.72386e+13 3.9744e+13 3.12547e+13 2.99967e+13 2.71365e+13 2.44968e+13 2.14335e+13 2.41119e+13 2.08111e+13 3.28646e+13 1.99684e+13 1.93943e+13 2.37538e+13 1.90904e+13 4.84962e+13 2.23349e+13 2.83977e+13 2.34483e+13 1.83093e+13 1.78271e+13
threshold=10.500000000000002 59.810000000000009 57.995000000000012 21.500000000000004 30.362552800000003 30.243224600000001 59.846652800000008 59.963407450000012 59.990816400000007 56.054485600000007 15.500000000000002 1.5000000000000002 19.500000000000004 13.500000000000002 30.305955500000003 51.636650050000007 58.040000000000006 59.990816400000007 5.5000000000000009 58.755000000000003 54.708501450000007 60.003414000000006 59.982527000000012 59.245000000000012 2.5000000000000004 60.029906750000002 59.939091550000008 5.5000000000000009 51.717367500000009 39.016372550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 20 -9 15 13 -12 16 18 -14 29 17 -13 -8 21 -4 22 -20 25 -25 26 -18 -28 -17 -6
right_child=1 -3 3 -5 9 6 10 8 -10 -11 11 12 14 -15 -16 28 23 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=27.484324363869014 -0.92446633631599073 -282.51261395715773 92152.491690340918 -1036.1562271453618 -9190.7380439309527 -4631.6597130031469 8580.8672882564479 -150650.61829427083 -12572.115649058187 -2929.610987057295 161401.79994612071 48366.434829661885 54073.381827445657 -9273.9651053678517 -87424.524244643704 24636.249837797619 50987.003739420579 -53954.194594594592 70880.871675491333 16308.441222646965 11172.041045337039 -9232.7541440217392 172563.0831752232 83415.683097193789 -71574.735037878781 -14206.910224184785 29979.244335937503 150888.19789255402 5632.4497500191519 2626.7664011383058
leaf_weight=2688514 1022762 561483 33 14300 1938 473 252 24 626 7207 29 61 23 271 33 525 96 37 128 184 394 23 28 52 33 23 20 81 14771 3740
leaf_count=2688514 1022762 561483 33 14300 1938 473 252 24 626 7207 29 61 23 271 33 525 96 37 128 184 394 23 28 52 33 23 20 81 14771 3740
internal_value=0 -45.3422 79.3266 1887.01 3230.88 11445.6 20308.5 -3753.89 -17670.4 2378.54 28894.2 47865.9 40692.6 18444.8 -29309.3 4202.51 50419.9 9735.18 30659 45986 17430.5 76492.5 89131.5 63492.4 23242.9 79043.3 89930.4 126946 6284.71 -1406.75
internal_weight=0 1.62965e+06 1.06817e+06 45405 31105 2924 1847 1077 650 28181 1374 488 459 886 56 20974 403 98 615 363 427 179 156 305 85 220 197 101 15296 5678
internal_count=4318164 1629650 1068167 45405 31105 2924 1847 1077 650 28181 1374 488 459 886 56 20974 403 98 615 363 427 179 156 305 85 220 197 101 15296 5678
is_linear=0
shrinkage=0.1


Tree=3303
num_leaves=31
num_cat=0
split_feature=5 4 0 3 5 5 1 1 3 0 0 3 1 1 0 1 0 1 0 1 1 0 1 5 5 0 3 3 5 5
split_gain=5.79359e+11 7.241e+12 1.57609e+13 2.35475e+13 2.82335e+13 1.745e+13 5.44491e+13 6.5735e+13 2.08057e+13 1.90377e+13 3.08955e+13 1.78451e+13 3.0749e+13 2.92748e+13 1.94327e+13 1.80986e+13 1.97912e+13 1.84081e+13 1.61327e+13 6.86598e+13 7.48933e+13 3.65489e+13 2.11213e+13 1.89358e+13 2.40767e+13 1.62241e+13 2.46508e+13 3.02047e+13 3.24959e+13 3.14735e+13
threshold=81.910000000000011 2.5000000000000004 53.204054050000003 25.500000000000004 92.035000000000011 82.00500000000001 30.305955500000003 30.243224600000001 5.5000000000000009 54.986619450000006 54.978840000000005 15.500000000000002 65.551978750000004 65.565203050000022 55.010031850000011 50.888703650000004 55.518428350000008 49.177301950000007 51.636650050000007 39.188277450000008 50.158868250000005 53.145783300000012 39.021425200000003 105.35000000000001 83.010000000000005 47.228519500000004 11.500000000000002 23.500000000000004 84.030000000000015 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -5 6 7 8 -4 10 -7 12 15 -14 -15 16 -8 -18 25 22 23 -22 -20 24 -21 26 -2 29 -29 -28
right_child=1 -3 5 4 -6 9 11 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-11.415241533249393 -2715.3153128310964 268.02471928738834 35240.661865234375 116475.75092147436 -5466.9488809121622 -8043.7487392855974 59801.759854888922 -208081.92354166668 -73226.487701543185 -984.45736327018494 -88075.625486288278 -23824.502868364445 127280.44479166668 56890.423389991563 -13390.918447730655 -45350.453276535562 -15386.286979590799 77366.797741168484 36280.885218750002 9595.7865484775648 -2192.9502730431836 -121813.89818638394 -64210.898104953769 11767.250694447644 71614.11447137779 -10396.440028388581 24865.933951822917 -57462.389059606488 -2136.5651443819165 4986.4035728767494
leaf_weight=3935898 6264 341443 28 39 37 3093 48 30 48 22605 49 424 30 74 84 116 307 23 25 78 291 28 128 106 317 1266 1020 135 497 3633
leaf_count=3935898 6264 341443 28 39 37 3093 48 30 48 22605 49 424 30 74 84 116 307 23 25 78 291 28 128 106 317 1266 1020 135 497 3633
internal_value=0 117.534 -1141.17 1598.8 57108.9 -2550.23 -14276.4 -82741.4 -33264.9 -1998.24 -9291.86 -7714.69 2300.8 36720.6 19525.7 -10798.2 -194.892 -8921.68 1292.83 13706.6 25181.1 -12692.6 -47790.7 49296.4 59367.5 350.287 1528.34 6558.1 -13954.6 9344.26
internal_weight=0 382266 40823 13864 76 26959 1212 106 76 25747 3142 1106 682 188 158 494 378 330 13788 973 820 319 153 501 395 12815 11549 5285 632 4653
internal_count=4318164 382266 40823 13864 76 26959 1212 106 76 25747 3142 1106 682 188 158 494 378 330 13788 973 820 319 153 501 395 12815 11549 5285 632 4653
is_linear=0
shrinkage=0.1


Tree=3304
num_leaves=31
num_cat=0
split_feature=5 4 0 0 0 3 2 3 1 1 0 0 1 0 2 3 2 1 0 4 1 2 2 1 2 0 0 3 1 0
split_gain=5.72592e+11 2.0976e+12 7.13459e+12 8.16687e+12 1.94293e+13 1.63483e+13 1.01748e+13 1.02926e+13 1.61152e+13 1.17526e+13 1.03252e+13 6.47023e+12 1.1101e+13 1.04369e+13 2.99737e+13 1.1151e+13 1.61607e+13 1.2445e+13 1.15713e+13 8.59189e+12 3.12778e+13 8.13321e+12 2.08245e+13 9.78164e+12 8.44248e+12 6.47915e+12 9.35544e+12 6.18771e+12 1.57593e+13 1.96296e+13
threshold=225.45000000000002 3.5000000000000004 55.91302515000001 55.046835900000012 55.014170500000006 21.500000000000004 14.500000000000002 5.5000000000000009 37.944765900000007 61.284352600000013 55.734663800000007 45.022371150000005 37.998366300000008 44.580511600000001 17.500000000000004 3.5000000000000004 3.5000000000000004 47.473138800000008 43.465905150000005 4.5000000000000009 43.574807850000006 5.5000000000000009 9.5000000000000018 47.981192400000005 4.5000000000000009 51.636650050000007 47.236539400000005 4.5000000000000009 44.005491150000005 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 6 7 9 -9 -5 -10 12 -3 15 -15 -14 18 19 -17 -18 -21 24 23 -23 -13 26 -24 -4 29 -29
right_child=1 2 27 5 -6 -7 -8 8 10 -11 -12 21 13 14 -16 16 17 -19 -20 20 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-1.1445756587883014 3478.1975138606163 58887.68654296876 4375.4421700093289 38299.11768292683 -75558.329986213241 -57807.791581217447 -35911.532593936012 -21455.638337053573 102110.38607954547 -51011.150135869568 29178.592656250003 2107.031715381238 36450.902178819444 -111080.75725823481 32411.482411702473 -122889.31619318182 -59571.856135110291 51488.111813446973 -19111.522321428572 -78210.163156960232 88571.838858695657 131846.59784226189 7925.4701509633469 38392.8466796875 -41677.990625000006 55261.785597826092 -65430.758828124999 -92304.802884347097 -4519.1476994656969 4925.0563920454551
leaf_weight=4313902 2036 20 134 41 34 24 21 21 55 23 30 1032 45 37 24 22 34 33 21 22 23 21 133 24 46 23 20 56 174 33
leaf_count=4313902 2036 20 134 41 34 24 21 21 55 23 30 1032 45 37 24 22 34 33 21 22 23 21 133 24 46 23 20 56 174 33
internal_value=0 1158.51 -963.172 1674.44 -764.433 19983 29757.7 37869.8 56989.3 6203.24 76369.8 845.056 -12913.8 -18415.8 -54624.8 -7372.12 -20094.9 -87.56 -72207.1 -21631.8 7033.97 3821.38 21297.3 82004.6 238.654 5775.53 -1663.58 -13114.8 -22026.1 -56253.3
internal_weight=0 4262 2226 1829 1614 215 191 170 106 64 85 1580 281 261 61 200 155 112 43 79 45 1299 221 45 1078 176 153 397 263 89
internal_count=4318164 4262 2226 1829 1614 215 191 170 106 64 85 1580 281 261 61 200 155 112 43 79 45 1299 221 45 1078 176 153 397 263 89
is_linear=0
shrinkage=0.1


Tree=3305
num_leaves=31
num_cat=0
split_feature=5 4 1 3 5 2 0 2 1 1 5 0 1 1 1 1 3 0 0 1 0 0 6 3 1 5 0 0 3 0
split_gain=5.43347e+11 7.17073e+12 6.15297e+12 6.80967e+12 1.12542e+13 8.10201e+12 9.31696e+12 1.24648e+13 1.01252e+13 6.4202e+12 6.03258e+12 6.04261e+12 5.72057e+12 5.70724e+12 5.90584e+12 7.23686e+12 8.53499e+12 9.46348e+12 9.33226e+12 9.30533e+12 7.42716e+12 1.65448e+13 6.7253e+12 6.47101e+12 5.72937e+12 5.4797e+12 1.15614e+13 1.37014e+13 1.0833e+13 1.07652e+13
threshold=31.010000000000002 5.5000000000000009 39.032393150000004 8.5000000000000018 27.010000000000002 1.5000000000000002 43.465905150000005 6.5000000000000009 39.925119750000007 65.58467570000002 30.990000000000006 43.592450450000008 39.925119750000007 103.85249100000001 49.148175700000003 49.073956850000009 9.5000000000000018 53.973051950000006 56.110481950000008 47.554129950000011 43.592450450000008 43.642715500000008 1.5000000000000002 24.500000000000004 39.863684800000009 28.035000000000004 60.063729500000008 60.017447350000005 28.500000000000004 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 10 -5 9 7 8 -7 -6 -4 12 -12 14 15 16 18 -18 20 -20 -8 -22 24 -17 -19 -1 27 28 -27 -30
right_child=-2 -3 3 4 5 6 13 -9 -10 -11 11 -13 -14 -15 -16 23 17 22 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-106.95476867296742 11.220232603635498 -59988.526914062502 369.06119426555847 35.048166610375013 -890.87565689149051 86581.613758680556 -19991.944234382427 -8798.9650708007812 19905.84657376197 7283.8731499946316 -23158.753811465995 -1029.3769248205965 -3513.8694921440147 -14037.480551074801 -1586.0127412645816 -8840.7657034558979 -3022.0014218124138 11627.347833412572 -13811.970748415899 14628.089502747078 44849.895133463549 -3481.8396666178219 10332.92526982844 -31780.247032069492 -7078.2700093464682 978.01426512861747 -6628.2614707144985 8490.1097561341503 1269.9649259440105 43807.087106892221
leaf_weight=81858 3925418 20 115338 52984 2456 36 263 80 62 1578 238 28351 393 420 34155 878 6744 228 1779 123 72 4346 1047 143 581 53879 1846 2610 120 118
leaf_count=81858 3925418 20 115338 52984 2456 36 263 80 62 1578 238 28351 393 420 34155 878 6744 228 1779 123 72 4346 1047 143 581 53879 1846 2610 120 118
internal_value=0 -112.144 -109.095 -404.402 -1005.04 -2007.16 -2348.68 20489.8 44399 2306.88 44.9708 -1244.79 -10923.5 -2428.74 -2331.92 -3904.16 -3356.14 -1281.77 -6066.08 -11972.8 -3666.05 -2694.18 5041.56 -12053.6 -1806.48 421.448 1159.91 1413.35 1072.05 22359.8
internal_weight=0 392746 392726 252295 107975 54991 50957 178 98 4034 144320 28982 631 50779 50359 16204 15183 8600 6583 1902 4681 4418 1856 1021 809 140431 58573 56727 54117 238
internal_count=4318164 392746 392726 252295 107975 54991 50957 178 98 4034 144320 28982 631 50779 50359 16204 15183 8600 6583 1902 4681 4418 1856 1021 809 140431 58573 56727 54117 238
is_linear=0
shrinkage=0.1


Tree=3306
num_leaves=31
num_cat=0
split_feature=1 2 5 0 5 4 0 3 5 5 4 5 5 1 0 1 5 0 0 4 3 2 3 4 2 3 5 5 3 5
split_gain=5.47143e+11 2.1204e+12 4.30919e+12 4.69419e+12 5.5333e+12 6.35547e+12 5.24633e+12 4.26393e+12 4.00343e+12 3.96099e+12 3.91796e+12 1.88553e+13 4.83679e+12 1.12624e+13 1.70585e+13 1.64908e+13 1.31546e+13 9.32248e+12 1.48313e+13 8.72622e+12 8.2565e+12 1.00352e+13 1.07369e+13 3.14664e+13 1.30468e+13 9.97687e+12 1.43574e+13 9.53119e+12 1.62731e+13 8.35376e+12
threshold=91.398302750000013 1.5000000000000002 24.010000000000002 56.054485600000007 118.33500000000002 4.5000000000000009 56.143542450000005 5.5000000000000009 102.01000000000001 13.050000000000002 2.5000000000000004 38.905000000000008 64.020000000000024 104.38035940000002 52.719210700000012 103.85249100000001 69.015000000000015 50.973130900000008 48.713222300000005 3.5000000000000004 23.500000000000004 9.5000000000000018 11.500000000000002 3.5000000000000004 11.500000000000002 15.500000000000002 91.050000000000011 88.015000000000015 14.500000000000002 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 8 -7 -2 -5 -3 -11 -12 19 14 15 -14 17 18 -15 -13 21 -18 29 24 -24 27 -27 -26 -29 -23
right_child=1 9 3 4 -6 6 -8 -9 -10 10 11 12 13 16 -16 -17 20 -19 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-6.5637880290227812 -5230.5283874875022 10930.587087934889 -1322.1651176183027 2528.1058473758544 -36711.398885091148 78496.406562500008 6932.3509672619057 -27935.07472883799 -35404.573828125001 -35.53721188680246 98296.163363037107 3738.258305784032 30697.169269476995 10921.512500000001 494.39165573641185 6387.1551907714365 470.66963674437466 -6675.0119201521975 -36438.270698719454 -6479.7412011155975 51924.445091145841 -5846.7859120244575 15400.912856910343 104525.25400797527 -9011.1982142857141 21131.704149433212 -66993.089614762939 -32172.575031072443 -156805.85000000001 -59089.489155392541
leaf_weight=4176165 420 353 15769 4404 36 20 21 103 28 86640 20 10123 324 88 13324 2011 5183 1546 266 911 30 46 84 24 21 51 29 22 20 82
leaf_count=4176165 420 353 15769 4404 36 20 21 103 28 86640 20 10123 324 88 13324 2011 5183 1546 266 911 30 46 84 24 21 51 29 22 20 82
internal_value=0 193.04 -739.724 -508.575 2336.74 2651.01 41841.6 -9701.98 2288.46 353.128 322.231 1228.44 1171.65 350.466 1876.09 9760.36 -2838.24 -10026.9 -24665.2 2894.63 -395.748 -677.95 -16385.9 -4366.33 -15879.1 -34253.4 -10813.5 -64018.2 -91521.8 -39955.4
internal_weight=0 141999 20801 20278 4509 4473 41 523 4432 121198 120845 34205 34185 23151 15659 2335 7492 1900 354 11034 5592 5562 379 251 227 143 80 63 42 128
internal_count=4318164 141999 20801 20278 4509 4473 41 523 4432 121198 120845 34205 34185 23151 15659 2335 7492 1900 354 11034 5592 5562 379 251 227 143 80 63 42 128
is_linear=0
shrinkage=0.1


Tree=3307
num_leaves=31
num_cat=0
split_feature=3 2 1 0 5 5 3 3 5 5 5 3 0 6 1 0 5 5 0 5 1 0 3 5 3 1 6 5 0 1
split_gain=5.4324e+11 1.01624e+13 1.33241e+13 1.87234e+13 2.52654e+13 5.13309e+13 1.9676e+13 3.72237e+13 1.65688e+13 2.26516e+13 2.95082e+13 3.61658e+13 2.40891e+13 1.84692e+13 1.64787e+13 3.15917e+13 2.11696e+13 2.93408e+13 1.80263e+13 1.94971e+13 1.79264e+13 7.08908e+13 3.51311e+13 2.7811e+13 3.56131e+13 2.5106e+13 5.62396e+13 4.493e+13 3.48636e+13 2.71807e+13
threshold=16.500000000000004 6.5000000000000009 30.160599000000001 59.853570100000006 94.040000000000006 83.010000000000005 17.500000000000004 19.500000000000004 63.455000000000005 83.010000000000005 84.030000000000015 22.500000000000004 59.863160500000006 1.5000000000000002 30.243224600000001 59.846652800000008 55.730000000000011 54.990000000000002 60.035045000000004 57.405000000000008 30.323743050000001 59.939091550000008 17.500000000000004 109.05000000000001 22.500000000000004 30.346469350000003 1.5000000000000002 85.91500000000002 59.820733200000006 30.362552800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -8 -9 -10 -11 13 -13 -12 15 -4 17 -17 19 -18 21 22 -16 -24 -25 26 27 28 -22 -27
right_child=1 -3 14 6 -6 -7 7 8 9 10 11 12 -14 -15 20 16 18 -19 -20 -21 25 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=-19.466019996887887 1870.3644429080523 -135.21976116780073 57410.048152867763 53508.540025781251 78357.699435763891 -79248.251704545459 -19819.278290396676 10277.331711116627 64429.075348610109 -100053.33546875001 39617.680227248733 27161.764589146205 -102876.07327586207 139912.2533380682 40440.89660494445 -2514.4604711749089 -44484.507662639218 44636.646389590998 3725.1788580960306 -13559.598132411469 25158.667175256855 -1793.5517360321851 13544.922886563421 -73568.413256984815 35611.808809840426 14458.355779263642 4077.7619227555388 -89251.094394741274 -23076.761331430687 511.63924043415858
leaf_weight=3318589 687 717653 82 125 36 88 284 537 172 20 111 28 29 22 488 4458 235 136 507 1539 169 6329 3285 82 47 1405 1783 93 1322 257823
leaf_count=3318589 687 717653 82 125 36 88 284 537 172 20 111 28 29 22 488 4458 235 136 507 1539 169 6329 3285 82 47 1405 1783 93 1322 257823
internal_value=0 64.6272 573.352 8435.85 -3536.41 -7340.52 15747.2 11823.6 21602.2 37522.2 15484.2 27646.1 -38997.8 56207.8 513.242 -4292.75 -5028.7 -1118.61 -12903.7 -17656.2 635.793 4742.45 15343.8 11756.4 -33789.6 475.793 -8103.76 -21815.7 -17609.4 587.23
internal_weight=0 999575 281922 2139 811 775 1328 1203 919 382 210 190 57 133 279783 6957 6875 4594 2281 1774 272826 10231 3902 3414 129 262595 3367 1584 1491 259228
internal_count=4318164 999575 281922 2139 811 775 1328 1203 919 382 210 190 57 133 279783 6957 6875 4594 2281 1774 272826 10231 3902 3414 129 262595 3367 1584 1491 259228
is_linear=0
shrinkage=0.1


Tree=3308
num_leaves=31
num_cat=0
split_feature=2 3 3 4 5 0 5 0 2 0 0 0 1 0 5 1 1 1 0 1 0 0 0 5 5 3 0 5 5 4
split_gain=6.10605e+11 5.38494e+12 1.3095e+13 1.79684e+13 2.17021e+13 1.8901e+13 2.79524e+13 4.72356e+13 2.9874e+13 2.66409e+13 3.30472e+13 2.37468e+13 2.31255e+13 4.37784e+13 1.96939e+13 3.5559e+13 1.91699e+13 2.14592e+13 1.85769e+13 2.62594e+13 3.00283e+13 2.00273e+13 1.54165e+13 1.50037e+13 3.14701e+13 2.00868e+13 1.45216e+13 3.3025e+13 4.02433e+13 3.41325e+13
threshold=5.5000000000000009 19.500000000000004 16.500000000000004 3.5000000000000004 87.395000000000024 47.228519500000004 128.92000000000004 55.701368300000006 3.5000000000000004 56.093493200000005 51.67657710000001 45.029420750000007 37.362912300000012 55.826364100000013 150.04500000000004 37.737121850000008 37.832345550000007 44.660994650000006 55.518428350000008 37.642309100000013 55.885524800000006 55.628356700000005 56.338501050000012 77.715000000000018 73.995000000000019 18.500000000000004 45.047272400000004 60.905000000000008 110.05000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 26 23 11 9 8 -8 10 -7 -6 13 -12 15 -9 18 -18 -14 20 21 -20 -11 24 -5 -25 27 -4 29 -29
right_child=-2 -3 3 4 5 6 7 14 -10 22 12 -13 16 -15 -16 -17 17 -19 19 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-58.931887709299964 43.681011951081942 -746.02066199479475 345.12169389283281 -29974.478303079046 2630.0282924107141 -50270.292629172589 -145312.22841282896 91430.8671875 -14174.028662109376 -85197.954241071435 36610.56627004523 126184.74660714285 -81511.636662946432 187529.19715113146 72807.68639171512 -73302.590974506587 92487.134825095156 31722.27484880414 17014.714431423614 -24003.143620188643 -39769.483834134619 125510.23631432577 3572.7869109894013 -18108.437293316569 73941.630196844373 -118652.95930706522 600.3227943781153 96428.80924971147 -39942.522023059479 16588.519454478512
leaf_weight=2246232 1838026 101410 4299 68 28 44 38 20 32 21 57 35 21 29 43 38 78 228 27 82 26 46 286 146 51 23 124526 55 124 2025
leaf_count=2246232 1838026 101410 4299 68 28 44 38 20 32 21 57 35 21 29 43 38 78 228 27 82 26 46 286 146 51 23 124526 55 124 2025
internal_value=0 -32.3719 -1.94763 964.118 11969.9 17981.3 14973 -22231.5 -85363.3 21705.2 33352.3 71271.5 39546.6 87501.7 21523.3 -16498 31428.2 47211.4 7519.11 17848.6 52513.8 85381.8 -2499.48 -12639.2 14561 -31792 840.897 5447.66 15400.4 18699.7
internal_weight=0 2.48014e+06 2.37873e+06 132496 1467 1179 1116 171 70 945 638 63 594 86 101 58 508 306 202 181 99 73 307 288 119 169 131029 6503 2204 2080
internal_count=4318164 2480138 2378728 132496 1467 1179 1116 171 70 945 638 63 594 86 101 58 508 306 202 181 99 73 307 288 119 169 131029 6503 2204 2080
is_linear=0
shrinkage=0.1


Tree=3309
num_leaves=31
num_cat=0
split_feature=3 5 1 5 2 1 0 0 0 4 3 3 0 5 0 0 3 1 0 1 1 0 5 5 5 6 1 0 0 0
split_gain=6.74392e+11 4.5621e+12 1.47299e+13 3.05047e+13 3.74179e+13 6.36576e+13 4.4029e+13 1.42805e+14 9.36502e+13 1.02501e+14 6.12866e+13 6.01268e+13 4.61549e+13 4.51645e+13 4.28453e+13 8.33549e+13 8.95772e+13 5.08207e+13 4.3421e+13 6.2662e+13 4.18304e+13 5.1277e+13 4.12479e+13 4.1852e+13 4.01483e+13 4.71757e+13 3.81528e+13 6.64935e+13 1.3224e+14 5.47052e+13
threshold=10.500000000000002 74.610000000000014 37.314272700000011 85.91500000000002 15.500000000000002 37.417247200000006 55.812836050000008 55.74310830000001 55.657530000000008 2.5000000000000004 24.500000000000004 19.500000000000004 55.695992150000002 77.715000000000018 55.834684950000003 55.851332700000007 24.500000000000004 37.39371280000001 55.885524800000006 37.328003200000005 37.362912300000012 55.719391050000006 76.00500000000001 79.010000000000005 77.715000000000018 1.5000000000000002 37.66934650000001 55.628356700000005 55.695992150000002 55.793358600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 10 -10 11 -4 -11 -12 -8 16 17 -16 19 -17 21 -14 -22 -24 -13 -26 27 -7 -29 -30
right_child=1 2 3 -5 -6 26 14 -9 9 12 13 24 20 -15 15 18 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=30.76787987647344 22.289322266690291 1157.5919735328443 4457.2268382138618 377.08266993410433 2322.6320918134879 -6091.9987198527297 -62842.035590630076 57746.50087461729 -136529.4952758789 -89837.06159928703 -31006.31966796875 -107227.85444861779 -17558.106948852539 151574.44062500002 27920.566281800882 79309.276823966735 205325.24248798078 -111887.98677083333 -7604.2085021136563 -68311.698487681046 -79095.465682870374 -136432.02365056818 126981.04275749363 431.44931117466524 -33947.888596669363 58118.275579637091 -3111.8900143743376 36954.128016047827 -12048.939549277586 9097.7841642770272
leaf_weight=2688514 1368748 47551 1272 109380 16693 4773 308 296 112 103 20 65 207 42 195 31 26 30 292 397 27 44 49 56 544 62 71278 1380 1786 3883
leaf_count=2688514 1368748 47551 1272 109380 16693 4773 308 296 112 103 20 65 207 42 195 31 26 30 292 397 27 44 49 56 544 62 71278 1380 1786 3883
internal_value=0 -50.7593 -433.988 -788.714 -2015.16 -2844.82 -14889.3 -8070.71 -15555.1 -50286.6 -5196.28 -8319.37 -30411.7 92677.4 -30344.5 -20036.3 29587 9279.43 -37335.5 -57619.5 -14430.5 -38396.6 31141.3 59487.9 -32539.7 -24528.6 -2239.26 3022.07 9193.36 2435.58
internal_weight=0 1.62965e+06 260902 213351 103971 87278 4178 2899 2603 598 2005 1943 486 62 1279 971 251 225 720 428 383 251 132 105 671 606 83100 11822 7049 5669
internal_count=4318164 1629650 260902 213351 103971 87278 4178 2899 2603 598 2005 1943 486 62 1279 971 251 225 720 428 383 251 132 105 671 606 83100 11822 7049 5669
is_linear=0
shrinkage=0.1


Tree=3310
num_leaves=31
num_cat=0
split_feature=5 0 0 3 0 1 1 1 5 3 4 2 1 0 2 3 4 5 2 3 0 5 4 2 6 5 3 5 1 1
split_gain=5.84292e+11 4.67434e+12 1.17398e+13 1.46761e+13 1.05569e+13 6.78699e+13 1.09846e+14 4.66912e+13 4.21571e+13 6.65722e+13 3.84199e+13 2.57162e+13 2.61808e+13 2.22914e+13 2.03081e+13 4.8825e+13 1.7979e+13 1.62657e+13 1.56941e+13 1.33179e+13 8.51125e+13 1.73611e+13 2.2137e+13 2.63369e+13 1.32041e+13 1.8354e+13 1.27966e+13 1.25797e+13 2.64703e+13 1.78907e+13
threshold=96.015000000000015 55.834684950000003 55.826364100000013 4.5000000000000009 55.87722990000001 37.314272700000011 37.39371280000001 37.712318250000003 107.05000000000001 17.500000000000004 2.5000000000000004 15.500000000000002 37.417247200000006 55.86787755000001 10.500000000000002 13.500000000000002 3.5000000000000004 102.01000000000001 8.5000000000000018 7.5000000000000009 55.851332700000007 100.05000000000001 4.5000000000000009 2.5000000000000004 1.5000000000000002 104.75000000000001 19.500000000000004 104.75000000000001 38.151577750000008 49.073956850000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 18 8 10 16 14 -8 12 17 27 15 -10 -7 -12 -3 20 -14 26 23 -23 -13 -26 -21 29 -29 -9
right_child=1 4 3 -5 -6 6 7 13 9 -11 11 24 19 -15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=6.9677566392249011 140.70189231418115 -87654.632428331621 84407.596268857771 11168.56749661028 -718.94070741781184 -61577.669066220245 -103115.7333921371 12073.073920641449 151191.80218750003 274369.93809523812 -71320.322617187499 4236.4461112780446 99819.841532258069 -112667.11081081082 140349.46185302734 -54953.372048611112 47467.464488163707 32056.046331521742 -23626.90873325893 33012.320298936633 -143035.70570023148 167772.14238281251 -22497.398463541671 54894.918448510907 -18310.645387620196 -144005.7736607143 -33981.207142223015 -133724.71547379033 -33468.102013950898 -51069.709442963474
leaf_weight=4168594 95803 121 29 484 51904 21 31 114 20 21 45 39 31 37 28 27 54 23 56 81 27 24 30 149 26 21 44 31 175 74
leaf_count=4168594 95803 121 29 484 51904 21 31 114 20 21 45 39 31 37 28 27 54 23 56 81 27 24 30 149 26 21 44 31 175 74
internal_value=0 -194.195 221.49 15308.8 -946.01 -9676.23 -966.408 -13608.1 73109.7 116996 5146.3 11361.3 20859.3 -38454.5 72931.7 32768 16934.8 -36354.8 -67397.3 30938.4 -13233.6 38749.3 56802.7 70554.2 -38778.8 -74472.3 9430.6 -31485.3 -48555.3 -12781
internal_weight=0 149570 96316 513 53254 1350 1173 1002 171 96 571 540 454 431 75 47 75 68 177 386 58 328 203 173 86 47 125 394 206 188
internal_count=4318164 149570 96316 513 53254 1350 1173 1002 171 96 571 540 454 431 75 47 75 68 177 386 58 328 203 173 86 47 125 394 206 188
is_linear=0
shrinkage=0.1


Tree=3311
num_leaves=31
num_cat=0
split_feature=3 5 0 0 1 5 3 1 1 5 3 0 1 1 3 2 1 3 1 4 5 5 0 3 5 4 5 2 0 5
split_gain=5.55417e+11 4.3276e+12 1.04772e+13 5.21381e+13 9.45263e+13 4.22573e+13 4.8735e+13 3.72008e+13 3.71152e+13 1.14117e+14 1.02815e+14 5.93133e+13 5.56633e+13 6.08137e+13 6.08121e+13 5.90912e+13 4.81949e+13 3.92497e+13 6.31599e+13 5.10482e+13 5.42274e+13 4.82035e+13 4.57974e+13 5.58436e+13 8.24899e+13 4.80903e+13 3.95654e+13 3.79266e+13 3.75039e+13 7.16694e+13
threshold=10.500000000000002 60.005000000000003 59.863160500000006 59.916647550000008 30.578016350000002 90.015000000000015 7.5000000000000009 30.468306550000005 30.346469350000003 84.030000000000015 9.5000000000000018 59.882016200000002 30.305955500000003 30.315880100000005 4.5000000000000009 3.5000000000000004 30.315880100000005 7.5000000000000009 30.323743050000001 2.5000000000000004 81.910000000000011 65.045000000000016 59.904813200000007 8.5000000000000018 68.00500000000001 2.5000000000000004 74.610000000000014 4.5000000000000009 59.904813200000007 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 10 -10 11 12 14 15 -4 -14 -12 18 19 20 28 -19 -23 25 -25 -24 27 -27 29 -13
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 16 17 13 -15 -16 -17 -18 21 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-46.186314845756613 -46.064767452751653 357.34738927757172 103152.36039540818 218.79217434708235 -83507.802862511831 -7069.0093547603628 28114.538290575074 15514.055555836749 -35011.601099706837 41884.211423129949 -58164.064278922036 -61460.833701087686 268625.18385416665 36902.611360463627 -15570.789391650258 38929.649404761905 28360.260164168078 53635.91376562501 -73751.952947965401 2604.6861506443402 -157401.56978792758 -29704.704224748177 -12213.27862068307 -54002.315178571436 191827.15368840145 -50904.129433593749 131460.57972074469 97836.804895833338 -55162.348181870409 97142.175498744415
leaf_weight=2004566 1629650 631991 49 44084 165 965 665 492 1523 221 495 58 24 305 361 21 74 175 187 816 37 394 409 21 39 40 47 30 204 56
leaf_count=2004566 1629650 631991 49 44084 165 965 665 492 1523 221 495 58 24 305 361 21 74 175 187 816 37 394 409 21 39 40 47 30 204 56
internal_value=0 27.9223 245.125 -1119.91 -8615.85 -7012.69 7285.01 -10847.1 -13168.9 -25267.3 -7677.01 -856.249 23622.7 52913.8 -1381.93 161434 -46911.3 -8259.35 -19784.9 -11166.8 -42821.8 5291.95 -3340.91 14384.9 105787 3958.85 60492.2 12842 -29490.2 16449.4
internal_weight=0 2.68851e+06 683948 51957 7873 7708 1630 6078 5586 1744 3842 3273 760 350 410 45 569 2513 1358 1171 355 1155 980 586 60 526 117 70 318 114
internal_count=4318164 2688514 683948 51957 7873 7708 1630 6078 5586 1744 3842 3273 760 350 410 45 569 2513 1358 1171 355 1155 980 586 60 526 117 70 318 114
is_linear=0
shrinkage=0.1


Tree=3312
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 1 3 2 3 3 5 5 3 2 2 5 3 5 5 4 3 1 3 2 1 2 5 0 3 3
split_gain=6.37914e+11 7.21534e+12 2.3449e+13 3.01514e+13 1.71552e+13 1.64559e+13 1.78089e+13 4.26881e+13 2.96465e+13 3.50148e+13 4.67223e+13 4.46779e+13 3.02438e+13 2.05606e+13 2.18843e+13 1.74613e+13 3.01192e+13 3.7679e+13 3.04825e+13 3.92885e+13 2.45786e+13 2.31906e+13 2.30735e+13 2.22645e+13 2.84727e+13 2.01183e+13 2.26157e+13 2.13323e+13 2.80397e+13 5.26511e+13
threshold=88.015000000000015 53.973051950000006 53.516665650000007 86.192907650000009 13.500000000000002 38.096381250000007 22.500000000000004 17.500000000000004 18.500000000000004 19.500000000000004 98.020000000000024 125.85000000000001 20.500000000000004 11.500000000000002 15.500000000000002 116.06000000000002 12.500000000000002 110.05000000000001 92.035000000000011 2.5000000000000004 8.5000000000000018 37.767735350000002 11.500000000000002 4.5000000000000009 35.911716050000003 13.500000000000002 161.85000000000002 53.204054050000003 12.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 8 -8 15 10 -10 -12 -11 -14 -15 16 17 18 22 -20 -19 -22 23 -2 -25 27 -27 28 -17 -30
right_child=1 -3 3 4 -6 -7 7 -9 9 12 11 -13 13 14 -16 25 -18 20 19 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=9.1509312807007372 29240.230894585235 213.59110598790576 -37069.01901795336 -6273.1369839908675 72169.214046504581 -1337.5767766020472 -71481.187652658045 63599.187158203131 -5061.3411588541676 -23058.452564912688 171959.10903015139 61.208184523809521 2046.7778264508929 166792.31527343753 46493.184884348222 -7124.7487688564424 -4984.1888381139879 13846.558265441558 -30853.198040015461 5894.5114543591089 82588.27553774351 -3737.8686398237182 71638.477929687506 -109338.70828645125 5312.2105255619172 -50933.959721804888 55285.871501358692 -71166.984342956552 54501.176458050279 -15105.26294214934
leaf_weight=4086520 597 159586 406 722 29 62033 87 32 45 136 54 21 70 20 62 1534 1963 181 331 2404 154 39 84 23 372 156 23 44 230 206
leaf_count=4086520 597 159586 406 722 29 62033 87 32 45 136 54 21 70 20 62 1534 1963 181 331 2404 154 39 84 23 372 156 23 44 230 206
internal_value=0 -161.435 -992.001 -15113.5 -3244.07 -761.559 3267.77 -35157.1 3790.41 30110.5 75494.3 123828 11200.5 41853.3 75834.4 2502.97 5235.6 10029.3 7056.78 1447.17 40318.3 65144.1 21315.4 17054.2 -1363.67 -5157.89 -37285.6 -2302.45 -764.354 21613.7
internal_weight=0 231644 72058 1157 751 70901 8868 119 8749 408 120 75 288 152 82 8341 6148 4185 3811 2735 374 193 1076 992 395 2193 179 2014 1970 436
internal_count=4318164 231644 72058 1157 751 70901 8868 119 8749 408 120 75 288 152 82 8341 6148 4185 3811 2735 374 193 1076 992 395 2193 179 2014 1970 436
is_linear=0
shrinkage=0.1


Tree=3313
num_leaves=31
num_cat=0
split_feature=3 3 0 0 1 1 4 0 0 0 5 1 1 5 6 1 1 0 0 1 0 0 0 0 5 1 1 5 5 0
split_gain=5.8842e+11 6.59724e+12 3.66584e+13 5.23531e+13 2.92179e+13 3.66147e+13 5.00079e+13 2.83463e+13 3.81977e+13 4.09359e+13 8.59725e+13 5.16854e+13 2.93375e+13 5.71966e+13 2.85631e+13 8.59819e+13 7.426e+13 7.20201e+13 9.33394e+13 9.96477e+13 7.38374e+13 7.10332e+13 6.9678e+13 5.35117e+13 4.97086e+13 4.91026e+13 6.33198e+13 5.8913e+13 5.68746e+13 8.43208e+13
threshold=22.500000000000004 21.500000000000004 45.059881250000011 45.063245200000004 39.080602550000002 39.726951800000002 2.5000000000000004 60.017447350000005 59.916647550000008 59.863160500000006 47.415000000000006 30.160599000000001 30.468306550000005 60.005000000000003 1.5000000000000002 30.315880100000005 38.975980350000007 55.769960200000007 56.819808050000006 37.542000650000013 55.762622900000004 55.834684950000003 55.86787755000001 45.087005000000012 53.995000000000012 37.275078000000001 37.417247200000006 77.715000000000018 54.410000000000004 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 9 14 -11 -12 -10 -14 -5 -16 17 20 19 25 23 24 -23 -17 -21 27 -27 -19 29 -28
right_child=-2 2 3 7 5 -7 -8 -9 12 10 11 -13 13 -15 15 16 -18 18 -20 21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=5.120344652279555 120.92799458658099 -11123.888454699321 35343.468402605758 2052.2590441928378 9836.8123066899152 -23141.615516723636 92218.198946126315 -13699.5645904618 8532.15420482236 3668.4927546335421 77308.667349466457 -36980.347360224107 19344.722003767831 152400.02626023066 37241.124722522996 -56711.409598899147 3300.5731808436731 33874.737180074058 -43162.955275568886 -18653.566575420009 -90880.984509375005 -68466.017555270228 -12563.459162962747 -11784.800092913598 41118.202263358951 723.57945561909855 117779.39536042945 148878.18722218482 9444.8470994462259 25833.632094641511
leaf_weight=3887566 368079 5118 410 27305 317 200 96 1586 2625 1404 41 1134 140 42 524 275 8819 192 441 226 125 274 1197 7379 362 1390 163 58 419 257
leaf_count=3887566 368079 5118 410 27305 317 200 96 1586 2625 1404 41 1134 140 42 524 275 8819 192 441 226 125 274 1197 7379 362 1390 163 58 419 257
internal_value=0 -11.2684 -1030.35 -261.104 -8652.79 11978.6 28986 -520.033 -138.54 -752.079 -13034.3 -32992.4 11224.1 50049.8 -110.945 -2783.51 -3755.51 -8633.05 758.266 5026.5 -14644 -11233.2 -22976.3 -13399 18144.7 18531.4 13818.1 60555.5 35512.1 61517.3
internal_weight=0 3.95008e+06 62519 56788 5731 613 413 56378 54792 51985 2579 1175 2807 182 49406 22101 21577 12758 4979 4538 7779 2059 1471 7654 588 2479 2229 250 839 420
internal_count=4318164 3950085 62519 56788 5731 613 413 56378 54792 51985 2579 1175 2807 182 49406 22101 21577 12758 4979 4538 7779 2059 1471 7654 588 2479 2229 250 839 420
is_linear=0
shrinkage=0.1


Tree=3314
num_leaves=31
num_cat=0
split_feature=2 0 1 1 3 1 5 5 5 3 3 3 5 3 5 3 3 5 5 3 3 2 5 2 2 2 5 3 5 5
split_gain=5.77895e+11 4.81512e+12 2.31974e+13 2.6521e+13 5.49455e+13 4.7549e+13 5.91114e+13 9.55626e+13 8.11056e+13 8.05085e+13 8.9411e+13 7.78914e+13 6.84326e+13 7.9026e+13 6.40327e+13 5.79679e+13 5.52502e+13 5.48187e+13 5.2515e+13 4.38585e+13 5.93043e+13 4.86282e+13 3.56944e+13 3.48909e+13 3.47595e+13 5.03124e+13 3.46285e+13 5.58304e+13 3.45074e+13 6.5473e+13
threshold=5.5000000000000009 44.039893800000009 39.787929450000007 39.726951800000002 21.500000000000004 39.718803500000007 72.010000000000005 82.00500000000001 57.005000000000003 9.5000000000000018 15.500000000000002 13.500000000000002 70.50500000000001 14.500000000000002 60.005000000000003 8.5000000000000018 19.500000000000004 55.405000000000008 77.715000000000018 20.500000000000004 13.500000000000002 11.500000000000002 70.50500000000001 8.5000000000000018 7.5000000000000009 8.5000000000000018 64.405000000000015 16.500000000000004 47.815000000000005 46.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 22 19 8 9 17 -8 18 15 13 -13 23 -10 -12 -7 -11 20 21 28 26 -15 -6 -26 -5 -28 29 -2
right_child=1 -3 -4 4 24 6 7 -9 11 10 16 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-31.492920952540171 17983.243664012214 21.824654977390086 -781.42517955833364 13934.131236267091 -67471.719667431185 -8382.3990510865533 -224691.60845352567 -12934.815598749285 109392.12343750001 106013.0397845644 -238954.46202651516 143040.17891695208 239978.12529761903 208257.70543323865 -12762.316334292764 -27277.326096137156 -46067.151388888888 -103669.85639105903 -63463.109527439025 58406.766590294479 -14967.874295622176 74752.646416707677 33569.555919907347 53423.418332122092 107033.79379222973 -14014.550597703083 12179.667372012449 -84985.251764933273 -1094.3652070451096 127929.91668037281
leaf_weight=2480138 1088 1808530 18955 2456 109 1449 39 545 36 33 33 73 21 22 152 225 27 63 41 169 950 127 874 43 37 477 154 96 1145 57
leaf_count=2480138 1088 1808530 18955 2456 109 1449 39 545 36 33 33 73 21 22 152 225 27 63 41 169 950 127 874 43 37 477 154 96 1145 57
internal_value=0 42.4949 1309.88 5070.5 11230.1 985.825 -8744.26 -33489.3 -218.858 -98241.9 -61439.3 31855.2 65660.7 53037.7 22760.4 -8426.37 -152155 -12352.7 12114.1 8696.15 6201.02 14521.4 15999.7 105829 -16178.3 -5300.95 10324.9 -25131.7 11181.1 23456.6
internal_weight=0 1.83803e+06 29496 10541 4203 6338 2802 718 2084 173 134 572 311 290 217 261 60 1512 74 3536 3367 2417 3580 65 623 514 2706 250 2290 1145
internal_count=4318164 1838026 29496 10541 4203 6338 2802 718 2084 173 134 572 311 290 217 261 60 1512 74 3536 3367 2417 3580 65 623 514 2706 250 2290 1145
is_linear=0
shrinkage=0.1


Tree=3315
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 5 6 2 0 3 4 4 5 3 5 1 3 3 3 4 5 5 0 6 3 0 4 0 5 5
split_gain=5.90966e+11 6.51575e+12 3.91332e+13 3.18769e+13 3.07929e+13 2.66203e+13 3.74491e+13 2.87261e+13 3.06824e+13 2.34306e+13 4.19572e+13 3.22407e+13 3.80017e+13 2.00716e+13 1.96098e+13 1.92145e+13 2.34165e+13 2.54849e+13 5.84419e+13 1.77415e+13 2.56888e+13 4.08081e+13 2.09459e+13 1.69524e+13 1.68852e+13 1.66104e+13 1.56537e+13 1.48161e+13 1.38421e+13 1.9891e+13
threshold=44.893607100000004 37.342273500000012 37.692869000000009 37.66934650000001 4.5000000000000009 41.005000000000003 1.5000000000000002 2.5000000000000004 44.580511600000001 3.5000000000000004 2.5000000000000004 1.5000000000000002 85.91500000000002 4.5000000000000009 47.415000000000006 37.642309100000013 9.5000000000000018 6.5000000000000009 7.5000000000000009 3.5000000000000004 90.015000000000015 81.910000000000011 44.678200800000006 1.5000000000000002 3.5000000000000004 44.874285750000006 2.5000000000000004 44.874285750000006 69.015000000000015 54.710000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 5 -1 24 19 -9 10 -10 14 26 -5 -11 16 17 25 -19 20 21 22 -8 -6 -7 -3 -13 -14 29 -25
right_child=-2 2 -4 13 23 6 7 8 9 11 -12 12 27 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-5249.3189871125069 8.4528158872792556 7943.4400581887912 -138.40925821078628 -5176.4135989583338 -8537.5071516739208 -95722.009235543926 57026.9043903579 -52266.104507211538 33309.388515624996 51276.4221507353 200556.03517415366 14178.698844259512 45829.604531249999 53324.559841306327 157908.5202901786 -34961.329783203131 -9237.6345749086704 110467.20132268593 19605.258509896121 -53592.797916666663 120024.22936197917 -110265.64624999999 6749.8499754140084 -550.62748084531427 -5241.2189382102279 -44911.03641815186 -77889.168678977279 164752.40383522728 4851.5931706158563 -9206.9424826581017
leaf_weight=538 4103906 838 188609 75 4039 33 117 26 30 34 30 115 20 269 35 100 494 79 681 36 24 25 284 11089 55 64 22 22 2985 3490
leaf_count=538 4103906 838 188609 75 4039 33 117 26 30 34 30 115 20 269 35 100 494 79 681 36 24 25 284 11089 55 64 22 22 2985 3490
internal_value=0 -161.906 29.5577 12214.2 -1750.24 12377.5 22821.6 29474.5 52052 60858.1 116933 47291.7 24905.8 40570 105365 7890.45 9878.01 15559.8 29050.1 13958.2 19362.3 13691.2 21419.2 -2695.88 -39171.5 4193.23 -605.922 108122 -1352.55 -2622.82
internal_weight=0 214258 191209 2600 23049 1446 908 820 334 308 60 248 179 344 69 2256 2156 1662 760 486 450 426 401 21603 88 902 137 42 17564 14579
internal_count=4318164 214258 191209 2600 23049 1446 908 820 334 308 60 248 179 344 69 2256 2156 1662 760 486 450 426 401 21603 88 902 137 42 17564 14579
is_linear=0
shrinkage=0.1


Tree=3316
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 5 2 3 3 3 5 3 5 3 1 1 5 1 3 6 1 0 1 1 1 0 1 1 0 2
split_gain=5.86882e+11 6.01375e+12 1.89323e+13 2.63049e+13 1.6099e+13 1.86332e+13 2.91437e+13 4.51361e+13 3.55103e+13 3.22607e+13 3.3416e+13 4.15631e+13 3.30283e+13 5.12052e+13 3.79435e+13 5.69021e+13 5.84389e+13 5.4081e+13 4.65778e+13 4.76889e+13 4.50331e+13 4.07026e+13 3.54945e+13 3.44819e+13 3.4068e+13 3.2103e+13 3.74746e+13 3.09003e+13 3.08289e+13 3.02402e+13
threshold=88.015000000000015 53.973051950000006 53.516665650000007 49.323301500000007 55.755036050000008 98.020000000000024 3.5000000000000004 9.5000000000000018 4.5000000000000009 9.5000000000000018 96.015000000000015 20.500000000000004 89.00500000000001 15.500000000000002 37.869926150000005 37.832345550000007 90.015000000000015 37.737121850000008 14.500000000000002 1.5000000000000002 82.907204800000002 55.388132500000005 82.911991800000024 37.436176200000013 37.615058950000012 55.664473600000008 82.963712850000022 82.968597500000016 55.619594000000006 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -3 -8 12 -12 13 -11 15 17 -17 21 19 -19 29 24 -22 28 -14 26 -9 -24 -15 -16
right_child=1 4 3 -5 -6 -7 9 25 -10 10 11 -13 14 23 20 16 -18 18 -20 -21 22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.7772759101013538 -706.04150977885865 2939.5291626625876 -75913.881579589841 -9953.2500430819982 -621.07019157039736 12.383791177603811 -6533.0113758991047 -7156.9820485827649 23901.866913470119 -7890.1250486697136 23665.845366221241 -8023.5888987006874 16122.292166715055 -1594.7754313151042 16935.56185465656 54346.487564697272 -78172.114183953803 -149140.20729166668 77312.552779339036 33360.630629340281 -35004.721442078029 -12124.097113146065 8153.7976350315503 21060.34208605536 140000.98553059896 24268.96442506852 29730.328925273949 -10049.625198113405 107899.579375 -22132.126099314137
leaf_weight=4086520 70901 1222 64 1093 96828 37317 3984 2603 2386 655 1555 564 296 36 2525 40 198 21 139 45 314 2969 2079 986 24 496 308 1691 90 215
leaf_count=4086520 70901 1222 64 1093 96828 37317 3984 2603 2386 655 1555 564 296 36 2525 40 198 21 139 45 314 2969 2079 986 24 496 308 1691 90 215
internal_value=0 -154.843 -913.104 -13601.9 187.535 1435.11 3521.98 9007.37 16802.1 1433.63 3631.33 15231.3 1636.66 14290.3 -481.478 -8588.62 -55900.1 -5365.91 44467 -24707.8 3952.26 -8471.94 -2701.68 27355.3 25413.2 752.781 -3254.1 -11.1859 76615.5 13870
internal_weight=0 231644 72058 1157 159586 62758 25441 7015 3608 18426 14442 2119 12323 1767 10556 3732 238 3494 205 66 6824 3289 4084 1112 320 3407 2911 3770 126 2740
internal_count=4318164 231644 72058 1157 159586 62758 25441 7015 3608 18426 14442 2119 12323 1767 10556 3732 238 3494 205 66 6824 3289 4084 1112 320 3407 2911 3770 126 2740
is_linear=0
shrinkage=0.1


Tree=3317
num_leaves=31
num_cat=0
split_feature=5 2 0 4 0 2 5 5 0 2 3 5 2 3 4 6 1 1 0 4 2 5 3 0 3 1 1 6 0 0
split_gain=5.93289e+11 1.00293e+13 1.79745e+13 1.79934e+13 1.87655e+13 3.26804e+13 3.0003e+13 3.86374e+13 5.37145e+13 2.93656e+13 2.79542e+13 2.02296e+13 2.06469e+13 1.83145e+13 1.53453e+13 2.51454e+13 1.49512e+13 2.48885e+13 5.04606e+13 2.31632e+13 1.85485e+13 2.94187e+13 2.73049e+13 3.10986e+13 4.26923e+13 2.09492e+13 2.70117e+13 3.09617e+13 4.47261e+13 2.81056e+13
threshold=125.85000000000001 10.500000000000002 57.131524800000008 1.5000000000000002 60.035045000000004 13.500000000000002 161.85000000000002 128.92000000000004 57.147575200000006 12.500000000000002 24.500000000000004 137.05000000000004 15.500000000000002 19.500000000000004 3.5000000000000004 1.5000000000000002 36.546174950000008 37.944765900000007 56.143542450000005 5.5000000000000009 12.500000000000002 177.02500000000003 23.500000000000004 54.959412650000012 24.500000000000004 38.233559750000005 38.959914000000005 1.5000000000000002 43.465905150000005 55.193434200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 -4 5 6 7 -5 -9 -6 11 12 -7 -14 -10 -16 -3 18 19 -18 21 22 25 24 -24 -19 -27 -28 -29 -30
right_child=1 2 3 4 9 10 -8 8 14 -11 -12 -13 13 -15 15 -17 17 20 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-3.5708182278230733 1141.5564960221511 -52655.809584263399 55341.34953243372 10084.00860126202 93320.656540178577 -115282.76549107145 51678.424479166672 -200964.73005514708 -23137.189882172133 -15148.352555899786 49469.719600183831 1484.1377155908472 7543.5288042039147 -72510.737069163602 -35609.099527616279 -145065.98172637197 15825.669039254351 -117843.3779296875 173352.52375000002 -80356.830769230786 -82.11856373800066 23279.833071590809 62333.055510979728 143636.23601562501 -119008.07453125001 27543.910908410904 13982.88032297328 93139.220499999996 -55580.940588121375 -7661.0637112334289
leaf_weight=4278458 32367 56 33 52 35 35 24 34 61 87 68 183 65 51 43 41 677 24 20 26 4573 178 37 20 20 94 138 25 474 165
leaf_count=4278458 32367 56 33 52 35 35 24 34 61 87 68 183 65 51 43 41 677 24 20 26 4573 178 37 20 20 94 138 25 474 165
internal_value=0 384.768 -2952.88 -16983.9 -20047.7 -26735.9 -54738.9 -65795.2 -87838.4 15969.8 -8972.83 -20871.3 -47964.3 -27652.7 -61312.2 -89034.5 -1207.33 -762.095 16724.4 12268.4 -2961.6 -14168.3 -20854.1 36349.2 -1295.41 -25641.8 -23172.1 -29116.4 -38073.7 -43207.3
internal_weight=0 39706 7339 812 779 657 255 231 179 122 402 334 151 116 145 84 6527 6471 723 703 5748 1175 997 77 57 920 896 802 664 639
internal_count=4318164 39706 7339 812 779 657 255 231 179 122 402 334 151 116 145 84 6527 6471 723 703 5748 1175 997 77 57 920 896 802 664 639
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=31
num_cat=0
split_feature=1 3 6 5 5 5 0 3 5 5 0 3 0 5 0 0 0 5 0 0 0 0 0 5 0 2 1 5 0 2
split_gain=5.85213e+11 6.88768e+12 1.41064e+13 1.10004e+13 2.24095e+13 2.10152e+13 2.08079e+13 3.46583e+13 2.65144e+13 4.27626e+13 1.96523e+13 2.80918e+13 1.76249e+13 2.08242e+13 1.61318e+13 1.3988e+13 3.61059e+13 1.33836e+13 1.05103e+13 7.84871e+13 5.31618e+13 3.62407e+13 5.36963e+13 3.52809e+13 3.20586e+13 4.06115e+13 2.94358e+13 4.6377e+13 3.6004e+13 4.75174e+13
threshold=30.102666750000001 5.5000000000000009 1.5000000000000002 78.710000000000022 125.85000000000001 123.15000000000002 60.063729500000008 4.5000000000000009 55.990000000000002 48.510000000000012 59.834458500000004 4.5000000000000009 60.003414000000006 68.00500000000001 54.943649450000002 54.708501450000007 54.736324100000012 77.00500000000001 59.863160500000006 59.904813200000007 60.003414000000006 59.916647550000008 59.982527000000012 59.510000000000012 60.017447350000005 3.5000000000000004 28.619594500000002 61.405000000000008 57.692655200000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 15 10 -8 9 -9 17 -12 13 -13 -6 -5 -17 -1 26 23 21 -21 -23 -20 25 -22 28 -28 -4 -30
right_child=-2 -3 18 4 14 -7 7 8 -10 -11 11 12 -14 -15 -16 16 -18 -19 19 20 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=4715.230992769908 4.1648635300699226 457.26341245789348 -6774.1043535908802 -8662.3457962178745 -1878.9189154411765 106441.77480468751 -78414.371168154757 78836.621841032611 123214.3165033385 -88162.270295516311 8681.9933148654 -56249.536342592597 23937.051542968751 -170192.44078125001 -94719.821956380212 71754.08372885338 298.8303225889901 -58876.00873161765 15735.081783614172 -6467.8424002865904 8888.2032357034423 -128612.62043347716 -32165.454055346574 61208.896471707325 -2821.0702046290371 87674.538101299157 -6440.1957007159026 -35268.861406525095 -17393.308761145552 15107.066854784578
leaf_weight=1245 4263593 36740 4338 107 85 32 21 46 43 23 106 81 20 20 24 133 151 34 874 467 247 67 417 212 2990 89 2607 710 575 2067
leaf_count=1245 4263593 36740 4338 107 85 32 21 46 43 23 106 81 20 20 24 133 151 34 874 467 247 67 417 212 2990 89 2607 710 575 2067
internal_value=0 -325.398 -1938.04 5616.13 18110.3 28528.8 1560.66 39475.7 61580.1 23170.3 -1787.75 -28903.2 -61829.1 -78812.5 -22321 22152.3 33762 3024.77 -2985.3 604.446 -5491.49 -26341.2 -45516.6 24612.1 470.06 29757.2 -4854.95 -12610.9 -1169.18 8033.75
internal_weight=0 54571 17831 2171 532 423 1639 133 112 69 1506 227 121 101 109 391 284 1279 15660 5363 4277 951 484 1086 3326 336 10297 3317 6980 2642
internal_count=4318164 54571 17831 2171 532 423 1639 133 112 69 1506 227 121 101 109 391 284 1279 15660 5363 4277 951 484 1086 3326 336 10297 3317 6980 2642
is_linear=0
shrinkage=0.1


Tree=3319
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 4 2 5 5 5 5 0 5 1 0 1 0 5 1 1 1 5 5 0 1 1 0 2 1 0
split_gain=5.3825e+11 5.82506e+12 2.07432e+13 1.68479e+13 2.19691e+13 1.97978e+13 1.49971e+13 1.72391e+13 2.72183e+13 1.33716e+13 1.74562e+13 1.3154e+13 1.26821e+13 1.12706e+13 1.96041e+13 2.02984e+13 3.13898e+13 2.52989e+13 2.10289e+13 2.57133e+13 2.30125e+13 2.32513e+13 6.61377e+13 2.0196e+13 1.88968e+13 2.53438e+13 3.44216e+13 4.05411e+13 2.3429e+13 3.14988e+13
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 45.022371150000005 79.730000000000018 3.5000000000000004 1.5000000000000002 51.815000000000005 80.815000000000012 46.810000000000009 42.895000000000003 54.811549550000009 64.805000000000021 39.080602550000002 55.701368300000006 38.984911950000004 45.022371150000005 82.00500000000001 38.633372000000001 38.233559750000005 38.781124500000011 75.750000000000014 84.030000000000015 45.047272400000004 39.863684800000009 39.969502550000009 43.514103700000014 2.5000000000000004 39.826386800000009 44.678200800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 6 -4 9 12 10 -8 -5 -9 14 15 16 18 -17 19 -3 21 -20 -23 -18 28 26 27 -26 -15 -30
right_child=-2 13 3 4 -6 -7 7 8 -10 -11 -12 -13 -14 24 -16 17 23 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-560.1078079980656 -8.6421695921055761 12180.221335606269 -25283.097954627854 -49895.30607989768 -110021.51968858507 89330.327625000005 -13174.204710477941 40422.51479640152 -21752.289523237181 -57583.204001524398 91131.045126488098 -13561.456635196473 128775.278515625 -1725.2461234853022 6942.7658946593065 3560.4188232976167 -9024.4112455203212 28829.751313571145 25336.296594169704 -13706.594859725988 8368.0426303271015 217383.73763020837 -15022.101437500001 -877.31354564002345 11883.564768609769 167.15778022951153 2736.0651855518031 54598.700831354123 -66083.375048828122 -10314.616215110924
leaf_weight=35186 4074053 684 167 115 27 25 68 33 39 41 21 746 32 22470 6404 9740 3888 413 356 874 2292 24 25 13995 984 139260 4180 287 108 1627
leaf_count=35186 4074053 684 167 115 27 25 68 33 39 41 21 746 32 22470 6404 9740 3888 413 356 874 2292 24 25 13995 984 139260 4180 287 108 1627
internal_value=0 144.232 -1020.79 -13356.9 -21199.8 2991.52 -2391.2 13946.2 44292.4 -10330.8 11437.1 -18414.4 83919.3 349.055 1888.47 886.095 -811.829 4588.32 6907.79 -2341.65 12251 34225.6 98809.3 -2648.6 -3.59211 428.982 7117.96 21528.9 -2589.76 -13786.1
internal_weight=0 244111 36500 1314 888 426 401 234 104 130 89 861 65 207611 38695 32291 22138 10153 4255 1558 2697 405 49 17883 168916 144711 5451 1271 24205 1735
internal_count=4318164 244111 36500 1314 888 426 401 234 104 130 89 861 65 207611 38695 32291 22138 10153 4255 1558 2697 405 49 17883 168916 144711 5451 1271 24205 1735
is_linear=0
shrinkage=0.1


Tree=3320
num_leaves=31
num_cat=0
split_feature=3 6 1 0 5 2 5 1 1 1 5 5 5 5 1 0 1 0 0 0 1 5 1 0 5 1 1 0 1 1
split_gain=5.7636e+11 2.25652e+12 4.02575e+12 1.66456e+13 4.95483e+12 5.08952e+12 3.07833e+12 6.53864e+12 2.83944e+12 5.66997e+12 5.30473e+12 1.66182e+13 1.60611e+13 1.00105e+13 1.87862e+13 1.10843e+13 2.67043e+13 1.43671e+13 1.04694e+13 1.09335e+13 2.49733e+13 2.20466e+13 1.67148e+13 1.57033e+13 1.50764e+13 8.30936e+12 8.04681e+12 7.35618e+12 8.0091e+12 2.08129e+13
threshold=2.5000000000000004 1.5000000000000002 34.359746700000009 59.932719750000011 150.04500000000004 1.5000000000000002 132.05000000000004 43.94115175000001 37.487839250000007 37.457850350000008 97.050000000000011 100.05000000000001 104.75000000000001 71.715000000000018 37.417247200000006 55.657530000000008 37.328003200000005 55.860536450000005 56.663136550000011 59.932719750000011 30.410108300000001 80.815000000000012 30.502469200000004 61.785186750000001 77.715000000000018 30.370618100000005 30.346469350000003 56.009576300000013 30.388336800000001 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 -8 9 10 13 -12 -13 15 18 -3 27 -18 -15 20 25 -22 26 24 -24 -20 -21 -17 29 -29
right_child=-2 8 4 -5 5 -7 7 -9 -10 -11 11 12 -14 14 -16 16 17 -19 19 22 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-57111.166223144537 -5.9904257718646701 5598.4626354315533 4643.13190780082 43810.805889423078 61213.790020161287 1827.0446325231483 11466.350026041668 -58562.091796875 13.702255434504238 22809.690324341784 -54040.794280133938 72135.81016322544 -7259.5540411743605 -547.90118891338557 93229.630524553577 -11953.700044590214 -120402.76591372283 -31941.722935267859 60123.32609242585 -5758.7010640158587 57772.828865840522 -63528.90186491936 15651.612516276042 -5085.2445342394776 123662.11322544643 130983.26097146739 -73240.933789062503 -422.71429969922241 3629.0192387893426 -33287.70466093492
leaf_weight=44 4205107 3190 1505 26 31 27 30 24 101878 127 70 28 283 427 28 530 23 91 59 67 29 31 24 49 28 23 24 1275 2859 227
leaf_count=44 4205107 3190 1505 26 31 27 30 24 101878 127 70 28 283 427 28 530 23 91 59 67 29 31 24 49 28 23 24 1275 2859 227
internal_value=0 222.811 3852.73 -19625.9 4869.12 33568.2 3801.42 -19657.4 167.826 1822.05 1537.43 -10019.7 -111.418 2027.55 12785.5 991.796 -1944.32 -49789.1 9825.68 23087.7 44126.1 -4899.73 7528.05 35534.7 73811.1 79998.7 -23556.2 -829.148 522.838 -5389.66
internal_weight=0 113057 1687 70 1617 58 1559 54 111370 9492 9365 381 311 8984 789 8195 5005 114 761 334 142 60 192 101 52 82 91 4891 4361 1502
internal_count=4318164 113057 1687 70 1617 58 1559 54 111370 9492 9365 381 311 8984 789 8195 5005 114 761 334 142 60 192 101 52 82 91 4891 4361 1502
is_linear=0
shrinkage=0.1


Tree=3321
num_leaves=31
num_cat=0
split_feature=0 4 5 5 1 1 6 5 3 1 3 2 5 2 3 3 1 3 3 5 0 4 1 2 5 2 1 2 5 5
split_gain=5.58634e+11 1.20998e+13 1.82608e+13 4.10392e+13 5.93523e+13 3.66086e+13 3.77058e+13 3.69947e+13 3.4758e+13 3.22387e+13 5.49218e+13 5.16832e+13 2.79776e+13 4.29195e+13 3.57417e+13 2.6523e+13 4.81375e+13 2.90587e+13 6.41198e+13 3.99546e+13 3.4798e+13 2.36567e+13 4.61054e+13 4.03341e+13 1.32476e+14 5.2659e+13 4.31105e+13 4.25951e+13 5.05486e+13 7.58204e+13
threshold=43.642715500000008 2.5000000000000004 54.710000000000008 52.710000000000008 39.739656000000004 39.704585000000002 1.5000000000000002 89.00500000000001 20.500000000000004 39.704585000000002 13.500000000000002 7.5000000000000009 69.610000000000014 9.5000000000000018 10.500000000000002 4.5000000000000009 39.718803500000007 7.5000000000000009 9.5000000000000018 53.385000000000012 43.592450450000008 1.5000000000000002 43.048525950000005 7.5000000000000009 56.005000000000003 8.5000000000000018 39.925119750000007 2.5000000000000004 60.905000000000008 64.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 8 6 -4 12 15 10 11 -1 13 14 -8 16 -5 -17 19 -19 -20 22 23 26 -25 -26 27 -7 -29 -30
right_child=-2 -3 5 4 -6 21 7 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 18 20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=9004.823852568692 5.4786022468861511 1685.7634251539844 63991.160401785717 -21513.957386363636 4229.4973469937213 45181.457814037894 -24431.734372040723 86622.499843750003 138481.75016571971 -1035.5268043116002 -51770.427646403667 54553.276041666664 -109833.49964334239 63085.889192708339 -112020.6763563368 5653.2868980532794 164358.11447368423 197345.09847656253 -24956.399675210676 49900.221875000003 66537.639265637525 -3869.0784560586562 -2624.3916749903747 220344.74763353926 145575.12229166666 278.70766469594599 62196.665136718751 -72719.864605122231 131648.63708984375 -25510.719187973489
leaf_weight=1236 4220249 24546 35 22 2391 127 132 20 33 45845 121 312 69 36 72 305 38 40 89 34 78 19947 1738 43 30 148 132 124 40 132
leaf_count=1236 4220249 24546 35 22 2391 127 132 20 33 45845 121 312 69 36 72 305 38 40 89 34 78 19947 1738 43 30 148 132 124 40 132
internal_value=0 -236.134 -879.115 181.051 11464.8 -3226.76 -34686.1 -45183.7 38537.8 -538.523 13113.5 18185.1 -53714.9 -37580.8 -55345.5 33095.3 96205 26160.2 52113 129600 17777.3 -2716.94 6424.58 26691.5 62820.5 24766.9 12305 -3264.04 -24049.8 11038
internal_weight=0 97915 73369 50544 3030 22825 364 329 639 47514 1669 1548 309 240 204 606 60 546 241 74 167 22461 2514 776 221 178 555 423 296 172
internal_count=4318164 97915 73369 50544 3030 22825 364 329 639 47514 1669 1548 309 240 204 606 60 546 241 74 167 22461 2514 776 221 178 555 423 296 172
is_linear=0
shrinkage=0.1


Tree=3322
num_leaves=31
num_cat=0
split_feature=0 1 6 5 5 4 5 5 5 5 3 5 3 3 5 5 2 3 0 3 6 2 2 4 5 1 3 5 3 3
split_gain=7.91581e+11 2.0826e+12 6.23572e+12 9.95769e+12 8.91429e+12 7.82063e+12 1.1582e+13 6.73827e+12 4.4997e+12 8.87257e+12 4.52069e+12 7.04721e+12 4.41251e+12 5.89357e+12 4.54158e+12 3.96179e+12 3.47026e+12 4.57983e+12 3.4071e+12 5.94678e+12 9.53432e+12 6.92596e+12 5.85328e+12 1.56536e+13 1.56962e+13 1.34229e+13 6.41276e+12 1.54048e+13 1.14201e+13 1.134e+13
threshold=43.056445700000005 44.660994650000006 1.5000000000000002 137.05000000000004 116.06000000000002 3.5000000000000004 95.020000000000024 91.050000000000011 109.05000000000001 102.01000000000001 7.5000000000000009 75.750000000000014 6.5000000000000009 5.5000000000000009 86.810000000000016 84.030000000000015 6.5000000000000009 6.5000000000000009 42.966471700000007 17.500000000000004 1.5000000000000002 12.500000000000002 1.5000000000000002 3.5000000000000004 77.00500000000001 47.473138800000008 6.5000000000000009 109.05000000000001 10.500000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 7 12 9 10 -4 -12 13 14 -1 -14 17 -8 19 21 -21 -3 23 24 -20 -25 27 29 -28 -26
right_child=-2 18 3 -5 -6 -7 16 -9 -10 -11 11 -13 15 -15 -16 -17 -18 -19 22 20 -22 -23 -24 25 26 -27 28 -29 -30 -31
leaf_value=3711.8122168170521 -3.7117864586899358 -75.916813165077755 -1043.6581621915489 -59037.436789772735 44975.074387668923 45381.848834493889 -26354.073614690722 62640.651562500003 -51721.298203125007 59121.385298295463 -6600.0052011671642 -31810.547896289827 24332.605775345204 -18926.754646550962 39623.110241386225 -21677.21473214286 -61833.61736328125 23278.348059612774 -1786.012073386971 1874.7288973721593 72735.221336206901 -16819.078092149528 2814.4311537983417 3961.0223949878246 16901.904143118354 70502.768874999994 18727.213717276591 -91501.547647165702 -64751.953532608692 -43818.229372586029
leaf_weight=363 4285952 15745 1392 33 37 46 97 22 20 22 829 128 172 110 39 21 20 23 1263 55 29 251 11109 77 47 50 57 43 23 89
leaf_count=363 4285952 15745 1392 33 37 46 97 22 20 22 829 128 172 110 39 21 20 23 1263 55 29 251 11109 77 47 50 57 43 23 89
internal_value=0 493.87 -1856.87 -4475.35 -3733.77 5201.29 3069.45 8141.44 -4487.53 -4089.1 -4681.11 -9971.95 6440.76 1583.49 7195.74 19326.4 -23268.7 -16841.2 768.902 -199.283 26338.5 -338.641 1989.19 -3570.31 -6384.74 30158.6 -28810.2 -39329.6 -5273.05 -22834.1
internal_weight=0 32212 3374 2461 2428 913 867 727 2391 2371 2349 957 705 512 402 193 140 120 28838 16080 84 15996 12758 1649 1522 127 259 179 80 136
internal_count=4318164 32212 3374 2461 2428 913 867 727 2391 2371 2349 957 705 512 402 193 140 120 28838 16080 84 15996 12758 1649 1522 127 259 179 80 136
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=31
num_cat=0
split_feature=0 3 3 5 2 5 5 0 5 5 5 2 2 1 4 5 3 2 6 1 5 6 3 2 1 6 1 5 5 6
split_gain=6.4118e+11 2.0806e+12 9.99582e+12 3.00538e+13 1.6659e+13 1.1502e+13 7.02988e+12 5.03586e+12 1.34417e+13 1.99046e+13 1.37001e+13 2.59576e+13 3.16059e+13 2.51649e+13 1.70482e+13 2.35243e+13 1.36704e+13 1.66275e+13 9.1369e+12 1.80415e+13 1.5451e+13 7.50234e+12 6.92412e+12 1.18375e+13 6.74854e+12 8.38144e+12 1.89425e+13 1.17269e+13 9.10575e+12 7.6794e+12
threshold=43.056445700000005 6.5000000000000009 7.5000000000000009 137.05000000000004 6.5000000000000009 86.810000000000016 161.85000000000002 42.966471700000007 132.05000000000004 125.85000000000001 161.85000000000002 10.500000000000002 3.5000000000000004 47.473138800000008 4.5000000000000009 225.45000000000002 12.500000000000002 6.5000000000000009 1.5000000000000002 47.473138800000008 137.05000000000004 1.5000000000000002 11.500000000000002 6.5000000000000009 44.660994650000006 1.5000000000000002 47.282206100000003 123.15000000000002 49.995000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -4 9 24 11 12 13 -10 15 21 17 -11 20 -20 -14 -12 23 -22 29 26 28 -28 -26 -9
right_child=-2 2 7 6 5 -7 -8 8 10 16 14 -13 18 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=1397.5854835740347 -3.3406109214977229 -6834.9752180713731 -1143.059374755285 115206.12265625001 -26596.085157207417 -86822.875693359383 35664.376875000002 12599.607323772832 111419.734375 31406.444957386368 107379.15223214286 72154.619811480981 -112469.70974864131 -31500.13367745536 -47025.383868243247 -36525.675122070315 -11005.681384698277 128938.94703663792 -21045.384514508929 -122050.41834309895 -83555.796510416665 37479.364613970589 20642.52982700893 6851.545647321429 -9251.3477439413273 7456.2990431124581 -2941.1712311378333 57037.50906131629 39808.357763083586 -8138.5784700158956
leaf_weight=13386 4285952 944 9830 20 153 40 25 219 22 44 28 23 23 28 37 32 29 29 28 48 30 34 28 28 49 3213 2676 33 166 967
leaf_count=13386 4285952 944 9830 20 153 40 25 219 22 44 28 23 23 28 37 32 29 29 28 48 30 34 28 28 49 3213 2676 33 166 967
internal_value=0 444.483 -233.209 -9135.87 -12308.1 -39078.3 71016.3 363.195 2258.06 3207.39 -15862.2 -29234.7 -39157.9 31384.6 10474.5 33107.4 47077.9 70152.2 -58223.4 -84838 -39666.5 69047 -20195.8 -39910.9 2596.33 3930.85 56.9545 -2210.53 28627.3 -4309.18
internal_weight=0 32212 18826 1182 1137 193 45 17644 7814 7425 389 258 235 50 131 94 102 73 185 76 109 62 86 58 7323 6137 2924 2709 215 1186
internal_count=4318164 32212 18826 1182 1137 193 45 17644 7814 7425 389 258 235 50 131 94 102 73 185 76 109 62 86 58 7323 6137 2924 2709 215 1186
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=31
num_cat=0
split_feature=5 1 5 5 1 3 2 5 1 5 3 3 3 0 0 4 2 5 1 3 3 2 1 0 1 0 1 2 5 0
split_gain=6.14776e+11 5.47831e+12 1.20375e+13 3.13629e+13 3.5145e+13 3.68867e+13 5.95897e+13 2.15006e+13 2.51771e+13 7.38961e+13 6.62057e+13 4.35975e+13 1.90681e+13 1.99779e+13 2.24377e+13 1.67055e+13 1.50343e+13 2.06943e+13 4.6392e+13 5.16086e+13 2.12108e+13 2.6446e+13 1.88461e+13 1.44814e+13 1.43881e+13 2.73589e+13 1.90432e+13 2.40365e+13 2.64547e+13 2.20123e+13
threshold=88.015000000000015 82.837870700000011 98.020000000000024 93.00500000000001 82.957885500000017 6.5000000000000009 4.5000000000000009 95.020000000000024 82.945329900000004 97.050000000000011 18.500000000000004 15.500000000000002 4.5000000000000009 55.099723300000008 55.030402950000003 2.5000000000000004 11.500000000000002 94.040000000000006 83.663637000000008 18.500000000000004 16.500000000000004 4.5000000000000009 104.38035940000002 54.943649450000002 82.888608650000023 54.970187400000007 82.897133550000021 4.5000000000000009 116.06000000000002 55.050600750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 12 23 -9 11 -11 -10 -5 14 -14 -6 17 18 19 20 21 -17 -19 -7 25 -4 27 28 -26 -29
right_child=1 2 24 4 15 7 -8 8 9 10 -12 -13 13 -15 -16 16 -18 22 -20 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=8.9834377887000763 -376.14578193134292 -956.30211714997938 -42064.409864430148 -5125.8829669110191 -27914.235381208146 -80281.13880208334 167547.98401367187 17034.846447426393 -33306.634419014088 295855.91285226005 62712.059577047417 94284.291787790702 88554.086307565798 124872.39406960228 -16910.18604651163 131175.39108434608 -14705.442198365241 1094.4321755471865 2304.1929600431931 -24613.623260788692 198506.71046875001 24650.030466368142 31806.377596975261 3875.0502543052958 -19837.866985045173 17516.796943010602 -310.66365672725328 -10159.8886663577 -91027.426500202055 52514.365234375
leaf_weight=4086520 192983 7626 85 77 168 21 40 1011 71 21 29 43 38 33 43 54 373 2665 279 42 20 41 216 777 522 826 23223 177 58 82
leaf_count=4086520 192983 7626 85 77 168 21 40 1011 71 21 29 43 38 33 43 54 373 2665 279 42 20 41 216 777 522 826 23223 177 58 82
internal_value=0 -158.48 928.034 3311.44 8680.26 18754.2 56562.5 14327.6 22930.5 59274.9 160632 14819.8 33319.4 59286.9 32566.9 2925.21 4329.29 6469.76 26773.7 70257.9 104907 85201.3 3397.03 1660.41 -378.337 11957.6 -845.384 -15646.1 -26956.8 9682.93
internal_weight=0 231644 38661 13688 6062 2204 231 1973 1175 164 50 114 191 114 81 3858 3690 3317 436 157 115 95 2881 798 24973 911 24062 839 580 259
internal_count=4318164 231644 38661 13688 6062 2204 231 1973 1175 164 50 114 191 114 81 3858 3690 3317 436 157 115 95 2881 798 24973 911 24062 839 580 259
is_linear=0
shrinkage=0.1


Tree=3325
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 5 3 3 5 6 4 3 5 0 3 1 5 3 3 2 1 2 3 5 5 5 5 3 5
split_gain=5.71351e+11 1.01716e+13 2.87315e+13 5.68303e+13 3.49634e+13 1.34239e+14 7.27019e+13 6.23398e+13 4.13641e+13 1.25093e+14 5.99293e+13 3.83812e+13 4.44397e+13 3.58574e+13 3.51356e+13 7.02584e+13 1.10747e+14 5.45067e+13 4.77572e+13 4.0847e+13 3.72738e+13 3.73531e+13 7.04146e+13 6.39891e+13 5.38736e+13 4.43528e+13 4.33945e+13 6.25344e+13 3.34469e+13 3.31854e+13
threshold=43.642715500000008 39.739656000000004 43.592450450000008 39.753614400000011 39.753614400000011 39.767857750000005 61.845000000000006 4.5000000000000009 8.5000000000000018 85.91500000000002 1.5000000000000002 3.5000000000000004 7.5000000000000009 95.020000000000024 43.514103700000014 13.500000000000002 39.899261850000009 68.52500000000002 18.500000000000004 19.500000000000004 9.5000000000000018 39.787929450000007 7.5000000000000009 5.5000000000000009 87.395000000000024 109.05000000000001 85.91500000000002 116.06000000000002 3.5000000000000004 53.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -6 13 9 28 -10 -9 -13 -8 -7 20 18 -18 -17 -19 21 22 26 25 -25 -23 -16 -28 -3 -5
right_child=-2 2 3 29 5 14 7 11 10 -11 -12 12 -14 -15 15 16 17 19 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=1629.1143530462552 5.5406088091019505 9039.8919221333108 3110.5355731791878 -10901.815156594112 14140.762083584479 -144.44239684249925 217345.36950892859 32970.935655016387 102384.33644472947 -174992.86882812501 -595.05670272953955 199653.87524414062 31657.52620967742 74202.290044642854 -14521.546914729366 14801.981118299227 35113.210432545733 259783.95634765626 -90158.302696078434 80296.86845238095 -116315.55002055921 -14913.132674505991 159588.9415948276 -44180.914056788853 -161703.08908066864 110001.97909482761 148046.25623372395 -47017.84158347801 -22493.236540063928 -35878.192140209401
leaf_weight=22464 4220249 448 2237 1646 1348 63756 35 397 67 50 361 32 31 35 378 289 41 32 51 21 38 1432 29 420 43 29 42 27 1350 786
leaf_count=22464 4220249 448 2237 1646 1348 63756 35 397 67 50 361 32 31 35 378 289 41 32 51 21 38 1432 29 420 43 29 42 27 1350 786
internal_value=0 -238.807 -794.942 -8392.88 -293.758 111.347 26478 57856.5 -12487.1 -18974.9 15525.5 44477.8 116989 145774 -631.833 -11451.5 25619 121691 -942.061 188666 -18050.6 -16494.7 8586.97 -22700 -55095.5 -12433.6 -1209.58 71716.8 -14636.3 -18974
internal_weight=0 97915 75451 4669 70782 68506 1878 530 2276 1848 428 460 63 70 66628 2872 434 94 340 53 2438 2400 476 1924 463 1461 447 69 1798 2432
internal_count=4318164 97915 75451 4669 70782 68506 1878 530 2276 1848 428 460 63 70 66628 2872 434 94 340 53 2438 2400 476 1924 463 1461 447 69 1798 2432
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=31
num_cat=0
split_feature=0 5 2 5 4 1 2 5 2 3 3 3 2 1 3 0 4 5 5 3 6 1 2 5 2 5 4 0 6 1
split_gain=5.76477e+11 2.04539e+12 3.08008e+12 2.4505e+12 5.27985e+12 4.15696e+12 3.70492e+12 8.5669e+12 2.86353e+13 2.24232e+13 1.69123e+13 2.68717e+13 1.68663e+13 1.01426e+13 1.55108e+13 3.29614e+13 9.19484e+12 8.41729e+12 1.47448e+13 1.71635e+13 2.16102e+13 1.11273e+13 1.28959e+13 1.14267e+13 8.95077e+12 1.46014e+13 2.77454e+13 2.93747e+13 2.44365e+13 1.70511e+13
threshold=43.056445700000005 32.910000000000004 8.5000000000000018 47.815000000000005 1.5000000000000002 47.854228500000012 4.5000000000000009 150.04500000000004 5.5000000000000009 6.5000000000000009 9.5000000000000018 7.5000000000000009 10.500000000000002 47.473138800000008 10.500000000000002 42.966471700000007 4.5000000000000009 101.05000000000001 104.75000000000001 10.500000000000002 1.5000000000000002 46.037218400000008 1.5000000000000002 142.05000000000004 2.5000000000000004 142.05000000000004 3.5000000000000004 42.966471700000007 1.5000000000000002 47.554129950000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 17 -8 9 16 11 -10 13 -12 -15 -16 -9 -6 19 20 -19 22 -20 -24 -23 26 28 -28 -26 -27
right_child=-2 3 -4 4 5 -7 7 8 10 -11 12 -13 -14 14 15 -17 -18 18 21 -21 -22 24 23 -25 25 29 27 -29 -30 -31
leaf_value=-3119.6998464252347 -3.167570922206238 2456.8395474554045 -39369.031241861987 -3451.1900603535305 -1342.22868679206 -3879.9370661522139 2989.9193117915333 -66222.087144886362 30907.362298387099 -142308.0675 -6034.7583984375005 -99728.450585937506 -32345.392382812501 132336.92725000001 -45312.015559895837 128511.626328125 10959.170824353449 144760.55865625001 -23467.351522640307 -22722.436823381697 30103.645670572922 9247.4098386670721 20246.874038271362 74686.986734068632 -30636.980650028068 40273.741177398995 -10159.082903645834 -123796.72965353262 25899.230046265515 -40930.287645089287
leaf_weight=1005 4285952 5620 24 3511 8833 1801 9761 33 31 25 24 32 34 25 24 20 29 25 49 28 48 488 158 51 167 99 45 46 141 35
leaf_count=1005 4285952 5620 24 3511 8833 1801 9761 33 31 25 24 32 34 25 24 20 29 25 49 28 48 488 158 51 167 99 45 46 141 35
internal_value=0 421.46 -3965.17 566.213 150.561 724.012 1133.46 2497.79 -14844.1 -62358.8 6912.67 -35447.3 27925.9 49960.6 69437.2 33698.7 -30121.2 -207.492 7055.64 43839.2 69369.7 4150.92 22706 33531.3 -537.822 -9496.91 -19088.7 -67602.3 -4755.14 19063.7
internal_weight=0 32212 1029 31183 25563 22052 20251 10038 277 87 190 63 127 93 69 44 62 10213 1380 101 73 1279 258 209 1021 533 399 91 308 134
internal_count=4318164 32212 1029 31183 25563 22052 20251 10038 277 87 190 63 127 93 69 44 62 10213 1380 101 73 1279 258 209 1021 533 399 91 308 134
is_linear=0
shrinkage=0.1


Tree=3327
num_leaves=31
num_cat=0
split_feature=5 5 1 0 3 0 3 3 0 4 1 5 4 3 5 5 3 0 0 1 1 0 3 0 1 1 1 6 1 1
split_gain=5.65781e+11 4.89369e+12 1.46515e+13 1.20176e+13 2.30152e+13 2.61422e+13 2.28157e+13 1.95338e+13 1.88617e+13 1.53552e+13 1.42758e+13 4.46905e+13 1.70663e+13 1.93793e+13 1.16193e+13 1.56145e+13 1.79135e+13 1.35658e+13 8.4542e+13 4.18252e+13 3.39533e+13 1.71863e+13 1.93435e+13 1.28615e+13 2.66527e+13 2.69301e+13 1.97081e+13 2.32668e+13 2.08994e+13 2.15864e+13
threshold=34.010000000000012 36.515000000000008 37.869926150000005 55.050600750000008 9.5000000000000018 54.811549550000009 23.500000000000004 4.5000000000000009 45.005863250000004 1.0000000180025095e-35 37.889331900000009 35.985000000000007 1.5000000000000002 20.500000000000004 36.305000000000007 35.505000000000003 20.500000000000004 55.762622900000004 55.755036050000008 37.66934650000001 37.275078000000001 55.851332700000007 24.500000000000004 55.645049100000001 37.737121850000008 37.832345550000007 37.39371280000001 1.5000000000000002 37.66934650000001 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 -4 8 9 -5 -6 -7 11 12 13 -9 15 -2 -17 18 20 -20 -18 22 -19 -22 26 -26 -25 -28 29 -29
right_child=1 -3 3 7 5 6 -8 10 -10 -11 -12 -13 -14 -15 -16 16 17 21 19 -21 23 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=81.423970012932671 -321.15638556816509 13.01587966366422 -1876.8487265912916 2888.0813282178478 9226.4450009573466 -5066.4211385056642 -7452.1539550841808 -43861.127592126861 -642.01837417257718 10167.504876344137 -2388.125414793938 30696.982229636647 -66704.655078124997 -5254.0953790616986 -4112.0347079109515 1188.4994741231017 75031.221554487172 -52251.15866570724 218464.26442618534 39999.532617187506 -1407.4372606888237 6097.6099773544865 -4016.3003963527735 -26876.870858808878 -43379.043711247527 7963.094829056351 23434.970008636636 52915.785066105775 7539.9318209134617 181775.94571814907
leaf_weight=712562 36788 3393752 36964 7351 2109 737 1008 219 23718 6472 62495 164 96 320 4685 20352 78 95 29 24 915 4980 666 69 126 540 772 26 26 26
leaf_count=712562 36788 3393752 36964 7351 2109 737 1008 219 23718 6472 62495 164 96 320 4685 20352 78 95 29 24 915 4980 666 69 126 540 772 26 26 26
internal_value=0 -16.0915 -482.38 -1067.81 -149.086 1726.87 6639.69 -1991.25 163.828 8610.09 -2557.94 -15840.1 -27859.1 -20940.4 698.974 1043.03 2790.19 6683.84 12630.1 137650 10059.8 3958.78 -10037.7 8032.73 13482.4 -1750.28 24521.6 28693.9 80743.9 117346
internal_weight=0 3.6056e+06 211850 141653 71008 34044 8217 70645 25827 7209 63294 799 635 539 70197 65512 28724 8372 2631 53 2578 5741 761 2500 1585 666 919 850 78 52
internal_count=4318164 3605602 211850 141653 71008 34044 8217 70645 25827 7209 63294 799 635 539 70197 65512 28724 8372 2631 53 2578 5741 761 2500 1585 666 919 850 78 52
is_linear=0
shrinkage=0.1


Tree=3328
num_leaves=31
num_cat=0
split_feature=3 1 2 0 0 5 5 4 2 1 5 3 5 5 2 2 1 5 0 5 5 5 5 5 2 0 6 5 5 0
split_gain=5.90312e+11 3.47318e+12 3.80142e+12 3.21133e+12 7.56466e+12 6.64855e+12 8.63845e+12 5.05166e+12 4.80581e+12 3.47751e+12 5.44031e+12 1.04178e+13 1.08791e+13 9.49735e+12 8.56472e+12 7.81509e+12 1.28453e+13 8.65729e+12 6.63723e+12 7.29968e+12 6.76859e+12 8.18864e+12 9.56299e+12 5.6817e+12 5.84816e+12 5.59095e+12 5.27777e+12 5.18225e+12 1.34083e+13 1.45845e+13
threshold=28.500000000000004 82.945329900000004 8.5000000000000018 59.939091550000008 60.017447350000005 107.05000000000001 69.610000000000014 1.5000000000000002 11.500000000000002 37.39371280000001 38.210000000000008 32.500000000000007 22.030000000000005 36.515000000000008 29.500000000000004 7.5000000000000009 37.342273500000012 79.730000000000018 55.674875350000008 52.990000000000002 58.605000000000011 41.995000000000012 39.355000000000011 74.610000000000014 31.500000000000004 55.745923000000012 1.5000000000000002 70.50500000000001 62.995000000000012 59.755965500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 -5 6 7 -6 -8 10 11 12 -2 26 15 25 17 27 19 -18 21 22 -20 -16 -25 -12 -13 28 -17 -30
right_child=1 2 -4 4 5 -7 8 -9 -10 -11 14 13 -14 -15 23 16 18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=3.3362562555064472 -54789.484312500004 -2121.7464768629811 51450.830092592594 70219.270546875006 2959.0182350597165 60444.337636718752 -61259.756033761165 49427.238760375978 -5314.84399988511 -193.31156324641509 43520.497206439395 -39011.941832386365 12471.567054659063 37142.941213630227 13988.464596264985 -9647.2385961015316 44277.273089843751 27431.768035365516 -59986.465669642857 -33784.553802490234 -14879.416094776941 -61773.181533627714 9056.7125581781929 7821.650047084263 -61075.955539772731 581.95937382499176 -9046.5450627041409 -28467.402272135416 75542.011391601569 -7889.1853715376419
leaf_weight=4283289 25 26 27 20 87 20 28 32 34 31179 33 88 631 34 292 1073 25 70 35 23 126 115 47 28 22 374 177 120 40 44
leaf_count=4283289 25 26 27 20 87 20 28 32 34 31179 33 88 631 34 292 1073 25 70 35 23 126 115 47 28 22 374 177 120 40 44
internal_value=0 -409.754 25169.9 -448.687 11567.4 5731.42 -314.208 15454.7 -30580.3 -525.435 -3551.52 2856.96 9908.26 -12613.5 -6032.3 -8396.08 -11347.8 -6809.8 -27824 6872.65 -32980.1 -44557.2 -20412.9 8654.87 -22493.3 4063.46 -18997.3 -8686.78 -6635.2 31840
internal_weight=0 34875 53 34822 221 201 181 119 62 34601 3422 955 656 299 2467 2125 1718 1347 371 48 323 197 82 342 50 407 265 1277 1157 84
internal_count=4318164 34875 53 34822 221 201 181 119 62 34601 3422 955 656 299 2467 2125 1718 1347 371 48 323 197 82 342 50 407 265 1277 1157 84
is_linear=0
shrinkage=0.1


Tree=3329
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 0 1 2 4 5 1 1 1 3 5 5 3 2 1 5 3 6 1 0 3 5 4 5 1
split_gain=5.90118e+11 1.38961e+13 8.57447e+13 7.47727e+13 5.43639e+13 6.87568e+13 1.44378e+14 1.41998e+14 8.59522e+13 6.01762e+13 4.65173e+13 7.46586e+13 9.3968e+13 9.14539e+13 7.78941e+13 5.56693e+13 5.48341e+13 5.36024e+13 5.06967e+13 4.51399e+13 7.27623e+13 4.48059e+13 1.29711e+14 7.06782e+13 6.77205e+13 4.58582e+13 5.96525e+13 4.38808e+13 4.30323e+13 4.30243e+13
threshold=55.806974650000008 55.769960200000007 37.39371280000001 37.275078000000001 25.500000000000004 37.342273500000012 55.795550600000006 37.328003200000005 3.5000000000000004 1.5000000000000002 61.405000000000008 37.832345550000007 37.889331900000009 37.855187800000003 8.5000000000000018 110.05000000000001 79.010000000000005 23.500000000000004 5.5000000000000009 37.503486000000002 27.010000000000002 22.500000000000004 1.5000000000000002 37.475443250000005 55.793358600000012 29.500000000000004 58.040000000000006 1.5000000000000002 93.00500000000001 37.998366300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 27 -5 -8 -10 19 14 13 -13 16 -16 -12 -15 -18 20 -4 -22 23 -23 25 26 -24 -7 -29 -14
right_child=-2 2 10 4 -6 6 8 -9 9 -11 11 12 29 17 15 -17 18 -19 -20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=15.14074396288971 51.375617659979298 -3304.0317980303926 42525.214066640678 23373.516405544226 -14094.767700408847 -12161.822839355469 23329.000799005684 -156606.68612847221 99809.850763888899 250243.7673377404 17175.793673789241 -3298.1643858946841 20399.152792722147 -85053.711186079541 5158.0582670986332 -131402.91068359377 68456.338039323804 -23072.158291133761 -23151.393987165182 -2565.5786400850889 -10830.55656053695 -34437.572786790501 -40538.447995112496 -107743.06497597574 153313.53679435485 74549.463495463715 114936.28800223215 86279.098152617444 149.31233334748643 -1093.5297361719777
leaf_weight=2747102 1473068 1813 220 1695 343 164 44 45 45 65 1284 666 990 319 6021 30 441 248 70 63647 3001 294 208 238 31 62 28 157 92 15733
leaf_count=2747102 1473068 1813 220 1695 343 164 44 45 45 65 1284 666 990 319 6021 30 441 248 70 63647 3001 294 208 238 31 62 28 157 92 15733
internal_value=0 -26.6001 -1196.74 12344.8 23051 28573.7 58816.2 18718.9 141453 188703 -1842.9 1770.29 -1785.47 -28427.1 9907.84 4481.01 28201.9 -57943.6 55907.3 -3219.37 -13413.4 -16599.9 -36709 -67232.1 12647.4 -1985.62 -22092.3 28002.5 54456 178.835
internal_weight=0 2.8451e+06 97994 4463 2650 2307 567 1740 154 110 93531 25802 17956 1233 7846 6051 1795 567 511 67729 4082 3862 861 532 329 298 236 413 249 16723
internal_count=4318164 2845096 97994 4463 2650 2307 567 1740 154 110 93531 25802 17956 1233 7846 6051 1795 567 511 67729 4082 3862 861 532 329 298 236 413 249 16723
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 1 3 1 0 1 5 0 6 3 1 5 1 4 3 3 5 0 4 2 1 1 1 5 1 1
split_gain=6.09559e+11 1.4299e+13 8.24415e+13 1.80948e+14 5.80956e+13 2.14748e+14 1.78751e+14 1.64602e+14 1.71539e+14 2.4927e+14 1.60179e+14 1.55278e+14 1.97828e+14 1.26752e+14 1.22224e+14 3.22648e+14 4.17333e+14 7.90224e+14 1.49426e+14 2.11107e+14 1.3085e+14 1.18177e+14 1.1024e+14 9.28507e+13 9.06049e+13 9.70524e+13 1.12927e+14 8.9402e+13 8.66272e+13 9.85528e+13
threshold=55.734663800000007 55.701368300000006 37.417247200000006 8.5000000000000018 37.642309100000013 37.559851850000008 16.500000000000004 37.737121850000008 55.719391050000006 37.692869000000009 85.020000000000024 55.719391050000006 1.5000000000000002 7.5000000000000009 37.475443250000005 68.52500000000002 37.503486000000002 2.5000000000000004 16.500000000000004 22.500000000000004 69.015000000000015 55.708120100000009 1.0000000180025095e-35 7.5000000000000009 37.944765900000007 49.148175700000003 39.488326500000007 63.145000000000003 37.542000650000013 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 14 10 8 9 -6 11 12 21 -11 20 18 17 -17 28 23 -4 27 -13 -20 -9 26 -26 -7 29 -16
right_child=-2 2 4 -5 7 6 -8 24 -10 13 -12 22 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=7.0385853046901659 47.276025039930914 13287.27834891264 -1960.8891954391552 -20919.464606810769 -12638.766744286153 23416.795180110345 -82336.754717092801 5777.5549709837414 -291.92475524428124 16232.930205082394 -164010.99879807694 -24247.576720392815 615.13894886859816 -84745.175080128713 -22440.606078391338 -628758.2315625 -52947.497534934759 50185.196829427092 204895.68238326674 -33857.283169642862 51517.382857327699 211418.00677083337 83384.536845121169 49779.652148437504 -7965.2963661650429 2994.5279579945304 -60474.515669117653 151980.49862500001 140781.23385416667 -147690.93590590532
leaf_weight=2581548 1671564 2155 3195 5476 2092 194 132 19658 3282 143 39 107 1163 951 825 40 194 30 86 140 534 63 860 70 11279 11746 425 75 30 68
leaf_count=2581548 1671564 2155 3195 5476 2092 194 132 19658 3282 143 39 107 1163 951 825 40 194 30 86 140 534 63 860 70 11279 11746 425 75 30 68
internal_value=0 -29.859 -1494.12 -11259.5 -196.347 7799.7 31077.7 -1461.66 -16337.3 -32866.2 37063.5 40248.7 20050.9 -71546 -3959.86 -28242.8 -128472 -337782 -6536.06 55289.1 5697.3 88134.7 71474.9 135292 770.313 -3427.23 -9872.03 59261.7 -26363 -31978.1
internal_weight=0 2.6466e+06 65052 7631 57421 7845 2633 49576 6468 3186 2501 2462 1495 1094 5212 1483 264 70 1219 296 3729 332 967 156 43108 23450 11704 269 923 893
internal_count=4318164 2646600 65052 7631 57421 7845 2633 49576 6468 3186 2501 2462 1495 1094 5212 1483 264 70 1219 296 3729 332 967 156 43108 23450 11704 269 923 893
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=31
num_cat=0
split_feature=5 1 1 5 6 0 5 5 1 5 0 0 2 1 0 3 1 4 0 0 3 5 0 1 3 3 1 3 0 0
split_gain=6.22639e+11 9.25481e+12 1.65197e+13 1.34731e+13 1.43701e+13 1.22443e+13 2.44273e+13 1.22247e+13 2.14512e+13 3.93673e+13 2.97121e+13 3.00235e+13 3.34738e+13 3.48126e+13 3.51669e+13 2.85321e+13 3.15098e+13 4.1459e+13 3.4139e+13 4.827e+13 9.64029e+13 8.04548e+13 6.18528e+13 1.11831e+14 1.46032e+14 1.53245e+14 1.08858e+14 1.08806e+14 4.58096e+13 5.30596e+13
threshold=41.505000000000003 37.971176850000006 37.998366300000008 39.995000000000012 1.5000000000000002 56.054485600000007 37.005000000000003 37.995000000000012 37.457850350000008 38.905000000000008 55.751981950000008 55.86787755000001 1.5000000000000002 37.487839250000007 55.851332700000007 25.500000000000004 37.582182450000005 1.5000000000000002 55.899899800000007 55.591389050000011 18.500000000000004 39.805000000000007 55.769960200000007 37.533784800000006 14.500000000000002 13.500000000000002 37.559851850000008 7.5000000000000009 55.727011600000004 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -4 -7 -1 -9 10 -10 12 -12 14 -14 16 17 18 19 -11 21 -21 23 -23 25 26 -25 -24 -22 -30
right_child=-2 2 5 4 -6 6 -8 8 9 15 11 -13 13 -15 -16 -17 -18 -19 -20 20 28 22 27 24 -26 -27 -28 -29 29 -31
leaf_value=4.5873212848849461 -27.807157879903883 7601.8406835242849 -2.384959954035502 -28055.452886402665 784.11201454272123 183.202581399883 2457.1541956764022 -16.50849279059965 -3235.6314876140477 -4226.2860964967658 23062.674291339408 -4855.7769865073797 -81066.223536361882 -17858.064563664848 26986.409923986488 9488.4488278342251 141.60825393377533 8258.4503313941677 8785.9142758761864 -14730.794677607219 -43519.933952767511 -54144.892436742077 142852.98271484376 -2118.0140234375003 35190.626487379806 -396676.24955357146 -294978.33938210231 -48101.703786057697 19358.933551952414 -28682.940985624024
leaf_weight=286972 2810827 5061 854264 207 1045 171169 65248 69067 10200 3318 187 3281 162 3171 37 2490 26109 1507 853 768 224 268 32 30 26 35 22 442 823 319
leaf_count=286972 2810827 5061 854264 207 1045 171169 65248 69067 10200 3318 187 3281 162 3171 37 2490 26109 1507 853 768 224 268 32 30 26 35 22 442 823 319
internal_value=0 51.8538 203.402 5304.11 -3984.09 173.878 810.783 -353.288 -1185.74 -2672.83 -6654.81 -11755.1 -18119 -20404.2 -60976 -852.275 -1592.68 -6817.17 -9990.21 -12529.6 -21746.9 -38222.7 -59324.3 -89324.4 -172759 -234905 -126020 -35210.2 -2171.25 5939.18
internal_weight=0 1.50734e+06 1.09699e+06 6313 1252 1.09068e+06 236417 410343 123371 54304 17038 6838 3557 3370 199 37266 34776 8667 7160 6307 2989 1623 855 381 113 87 52 474 1366 1142
internal_count=4318164 1507337 1096994 6313 1252 1090681 236417 410343 123371 54304 17038 6838 3557 3370 199 37266 34776 8667 7160 6307 2989 1623 855 381 113 87 52 474 1366 1142
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 3 4 6 3 0 3 3 0 0 0 3 4 5 5 4 1 3 0 5 0 0 0 3
split_gain=6.53239e+11 1.34046e+13 2.42808e+13 3.87394e+13 3.22406e+13 2.78073e+13 1.80313e+13 1.69314e+13 1.77233e+13 1.58461e+13 2.09237e+13 2.8158e+13 1.93832e+13 1.66145e+13 1.55824e+13 3.6109e+13 1.99633e+13 3.05823e+13 1.74768e+13 2.6421e+13 1.61389e+13 1.51009e+13 1.43275e+13 4.45884e+13 8.53728e+13 4.6094e+13 3.83212e+13 3.24567e+13 5.23672e+13 3.24842e+13
threshold=50.388877400000005 52.307266200000008 56.367862600000002 55.695992150000002 73.405000000000015 55.645049100000001 5.5000000000000009 9.5000000000000018 1.5000000000000002 1.5000000000000002 8.5000000000000018 61.674413550000004 15.500000000000002 6.5000000000000009 55.039751500000008 54.736324100000012 55.619594000000006 6.5000000000000009 2.5000000000000004 76.730000000000018 123.15000000000002 1.5000000000000002 52.395917250000004 11.500000000000002 55.745923000000012 142.05000000000004 55.734663800000007 55.701368300000006 55.74310830000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 14 -5 8 -7 12 13 21 -4 -11 15 -2 17 -16 19 -18 -19 -12 23 25 -25 27 -27 -3 29 -29
right_child=1 22 9 4 -6 7 -8 -9 -10 10 11 -13 -14 -15 16 -17 18 20 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=31.889153308633361 -9909.7642583765173 -2414.4688611731226 -14914.611205131441 -6617.6186542422547 -47848.622674205122 -3513.068741005538 -21855.031072281672 -8300.304392420132 13685.085871845502 -577.07199843452179 6369.832019595292 1294.2974658920498 25791.338590309839 -29071.230545469014 -10328.901387053083 6269.956375774359 -6766.164008077867 -36445.640846567308 10843.424975482107 -122365.18507812501 -128621.704375 23959.296578593545 -41.501659321869951 -5518.6756077025484 -190860.78812500002 -8637.3568638392862 139743.42185377039 33818.999084492141 3308.8524424620209 11749.595728965254
leaf_weight=2582291 2539 4847 1028 2868 249 835 1065 717 2122 8006 873 3516 132 210 1727 3020 1731 378 676 20 20 1107 1681723 4214 25 28 46 940 8915 2296
leaf_count=2582291 2539 4847 1028 2868 249 835 1065 717 2122 8006 873 3516 132 210 1727 3020 1731 378 676 20 20 1107 1681723 4214 25 28 46 940 8915 2296
internal_value=0 -47.4384 -2048.61 -4522.52 -12953 -1964.95 -10743.7 5485.85 8828.66 940.142 1889.55 6665.68 -10282.6 -1305.38 -4672.33 -1119.92 -9010.61 -16088 -2813.92 -8086.54 -41077.6 16203.9 -8.85052 2567.76 -6611.75 4847.05 83599.3 4504.2 7264.04 18160.4
internal_weight=0 1.73587e+06 32839 17967 4182 13785 3933 3674 2957 14872 13712 5496 1160 8216 10111 5559 4552 2125 2427 1751 398 1980 1.70303e+06 21311 4239 17072 74 16998 12151 3236
internal_count=4318164 1735873 32839 17967 4182 13785 3933 3674 2957 14872 13712 5496 1160 8216 10111 5559 4552 2125 2427 1751 398 1980 1703034 21311 4239 17072 74 16998 12151 3236
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 0 1 1 5 3 3 0 1 0 0 3 4 5 3 2 3 3 5 5 4 0 3 3 0 3
split_gain=6.27637e+11 4.82658e+12 3.45119e+13 4.21444e+13 2.32176e+14 1.22768e+14 1.12732e+14 1.01878e+14 1.03117e+14 1.61639e+14 8.84497e+13 8.58443e+13 1.05965e+14 1.67762e+14 8.51205e+13 7.39189e+13 9.12047e+13 7.2786e+13 6.61118e+13 6.13966e+13 6.08253e+13 8.64036e+13 7.88466e+13 7.07431e+13 6.49379e+13 8.03292e+13 5.79173e+13 5.67842e+13 1.05084e+14 5.3866e+13
threshold=5.5000000000000009 37.342273500000012 37.39371280000001 55.860536450000005 55.834684950000003 55.851332700000007 37.362912300000012 37.362912300000012 60.905000000000008 24.500000000000004 16.500000000000004 55.812836050000008 37.362912300000012 55.708120100000009 55.87722990000001 24.500000000000004 1.5000000000000002 44.205000000000005 9.5000000000000018 9.5000000000000018 17.500000000000004 16.500000000000004 107.05000000000001 57.705000000000005 2.5000000000000004 55.674875350000008 24.500000000000004 22.500000000000004 55.628356700000005 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 7 -7 19 -9 10 -10 12 13 27 17 16 -14 -5 -16 -6 21 22 -18 -22 25 29 -13 28 -3 -25
right_child=1 2 -4 14 5 6 -8 8 9 -11 -12 26 15 -15 18 -17 20 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-32.820295046328724 -326.22572705227441 2856.445361304884 61.535453322419464 3710.688732493712 89893.189655266615 43932.012764556566 -49919.463880292889 60461.012477262135 -94325.599990234376 318385.90222222224 133096.04289757679 -27773.083379092459 5928.4560585630388 -83328.280616861986 121132.73330993654 -9769.0209453164643 55584.580223330195 -27456.1858458635 15243.004543639567 14714.752269792136 127829.65183270676 -8081.8865656086127 -85671.676422991077 41859.30536608574 75264.516806004336 -34473.243706054687 6492.206487561406 41467.655305225897 -46175.212751564177 222293.18392857141
leaf_weight=2480138 295134 6828 1523309 1407 143 287 231 335 20 45 118 1416 1417 240 64 739 668 1603 749 452 133 469 42 78 353 160 757 341 467 21
leaf_count=2480138 295134 6828 1523309 1407 143 287 231 335 20 45 118 1416 1417 240 64 739 668 1603 749 452 133 469 42 78 353 160 757 341 467 21
internal_value=0 44.286 115.16 4286.46 6571.29 42295.2 2079.33 61012.1 93437.5 153804 100136 2447.45 5770.5 -1005.37 -5132.57 18850.6 25181 -12887.5 23578.7 32782.8 39360.2 25226.4 47228.6 61727.8 47362.5 9333.84 -15836.2 1582.04 -282.387 80133.2
internal_weight=0 1.83803e+06 1.54289e+06 19583 15760 1631 518 1113 518 183 138 14129 11956 7876 3823 4080 3341 3010 813 595 1924 1179 710 745 612 259 2173 7636 7295 99
internal_count=4318164 1838026 1542892 19583 15760 1631 518 1113 518 183 138 14129 11956 7876 3823 4080 3341 3010 813 595 1924 1179 710 745 612 259 2173 7636 7295 99
is_linear=0
shrinkage=0.1


Tree=3334
num_leaves=31
num_cat=0
split_feature=5 0 5 2 2 1 1 1 2 0 1 2 0 6 1 3 0 1 4 3 3 2 2 3 3 0 0 5 2 1
split_gain=6.10348e+11 5.46185e+12 1.06517e+13 1.91627e+13 2.07648e+13 1.94797e+13 1.63465e+13 1.28843e+13 3.52191e+13 3.69725e+13 1.51033e+13 1.90431e+13 5.17565e+13 2.82319e+13 2.81471e+13 2.64244e+13 4.52222e+13 7.5437e+13 5.38647e+13 5.06809e+13 4.93502e+13 3.86606e+13 3.30858e+13 4.10479e+13 5.67391e+13 3.11546e+13 3.54177e+13 4.40635e+13 7.9274e+13 3.49881e+13
threshold=88.015000000000015 59.932719750000011 101.05000000000001 18.500000000000004 17.500000000000004 30.370618100000005 30.346469350000003 30.226173900000003 11.500000000000002 60.029906750000002 30.346469350000003 10.500000000000002 60.035045000000004 1.5000000000000002 30.323743050000001 9.5000000000000018 59.939091550000008 30.259484550000003 3.5000000000000004 10.500000000000002 14.500000000000002 4.5000000000000009 2.5000000000000004 23.500000000000004 17.500000000000004 59.990816400000007 59.950068600000009 94.040000000000006 7.5000000000000009 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -5 -6 8 -3 -10 11 15 -13 -14 -15 -9 17 -17 19 -19 21 -21 23 24 -18 26 -24 28 -28 -30
right_child=1 2 -4 5 6 -7 -8 10 9 -11 -12 12 13 14 -16 16 22 18 -20 20 -22 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=8.9510324523395628 -304.12697663404384 2329.8681576300419 -906.94983223702172 -20702.34142111586 89035.659404109072 55645.765342881954 7199.6923445991852 16656.111783086235 -70614.346456671105 34385.647904829551 938.09974184872544 36701.80836400306 -116809.94204545455 70524.696228448287 -59564.169090544878 210688.21419836959 33292.800201308935 -47345.127110877409 -99731.142041015628 32823.623035037883 10309.275009412651 170208.84594907408 9941.0404471171278 141880.99641203703 -87374.896741501827 1620.6629228044267 -45839.452782191889 -65165.062133367443 136654.90476017442 -2712.4811554939515
leaf_weight=4086520 212386 886 9589 466 52 36 46 1579 141 44 3615 575 33 29 39 23 228 52 32 33 83 54 194 27 47 808 169 304 43 31
leaf_count=4086520 212386 886 9589 466 52 36 46 1579 141 44 3615 575 33 29 39 23 228 52 32 33 83 54 194 27 47 808 169 304 43 31
internal_value=0 -157.909 1454.65 3796.72 4838.5 -15227.2 50622.9 4343.75 -5956.48 -45641.4 5723.04 9669.55 25105.1 -40916 -4085.09 6854.77 -417.94 37265.8 21562.1 39045.9 65471.3 118097 -6057.26 24221.6 12669.6 -11960.6 -26769.8 -39789.7 -8044.42 78271.3
internal_weight=0 231644 19258 9669 9167 502 98 9069 1071 185 7998 4383 676 101 68 3707 2128 277 254 222 170 87 1851 302 275 1549 741 547 243 74
internal_count=4318164 231644 19258 9669 9167 502 98 9069 1071 185 7998 4383 676 101 68 3707 2128 277 254 222 170 87 1851 302 275 1549 741 547 243 74
is_linear=0
shrinkage=0.1


Tree=3335
num_leaves=31
num_cat=0
split_feature=5 2 0 4 0 2 0 5 5 0 2 1 0 6 4 3 1 3 1 2 2 0 3 1 1 3 1 0 1 1
split_gain=5.83393e+11 8.02945e+12 1.44441e+13 1.45396e+13 1.51051e+13 2.65276e+13 2.54153e+13 2.43041e+13 3.12866e+13 4.35452e+13 2.39025e+13 2.21689e+13 1.58145e+13 1.77063e+13 1.63048e+13 1.44201e+13 1.67898e+13 1.40609e+13 1.62993e+13 1.39869e+13 1.33946e+13 3.96569e+13 4.8398e+13 2.78343e+13 8.4383e+13 5.49871e+13 7.28707e+13 3.15743e+13 2.77781e+13 4.65129e+13
threshold=125.85000000000001 10.500000000000002 57.131524800000008 1.5000000000000002 60.035045000000004 13.500000000000002 57.147575200000006 161.85000000000002 128.92000000000004 57.147575200000006 12.500000000000002 65.520339550000017 59.834458500000004 1.5000000000000002 4.5000000000000009 22.500000000000004 30.362552800000003 17.500000000000004 30.388336800000001 17.500000000000004 9.5000000000000018 54.725565150000001 19.500000000000004 38.969379750000009 38.975980350000007 11.500000000000002 38.92948375000001 53.204054050000003 56.249874400000003 60.611165000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 -3 -4 5 7 -7 8 -5 -10 -6 12 13 -8 15 16 19 18 -11 -14 -2 23 28 25 -25 -22 27 -27 -23 -30
right_child=1 2 3 4 10 6 11 -9 9 17 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-3.5409130167570022 617.50221424292204 -1040.0934526979129 49831.846078953604 9162.7768479567312 84163.338578229639 76146.174668560605 -11911.172466856062 46612.049218750006 -180809.98258272058 -122518.79545138888 -13697.205284662356 -74652.221650752326 -7189.8775785006019 93337.498034274206 37185.863041355296 8140.1500669642865 -109791.01300899622 -18005.695629882812 -34786.863762207031 -94488.649886067724 -77902.667860412606 -35439.716747890874 58810.131807002326 175452.14861918605 28321.145621452059 200164.58033854168 -72134.06592945772 48431.603320312504 99988.613843315979 -7621.1919045840987
leaf_weight=4278458 30913 6527 33 52 35 33 33 24 34 45 87 54 78 31 46 70 33 60 40 24 64 313 108 43 417 24 34 32 45 374
leaf_count=4278458 30913 6527 33 52 35 33 33 24 34 45 87 54 78 31 46 70 33 60 40 24 64 313 108 43 417 24 34 32 45 374
internal_value=0 381.546 -2604.85 -15182.7 -17936.8 -23937.3 -7933.54 -49166.9 -59117.9 -78953.6 14377.5 -15452.9 -5304.4 39068.7 -16618.7 -28691.9 -47789.9 -55070.1 -81233.2 -27730.8 1058.69 10438.7 -3680.92 29755.4 42074.7 -7042.65 43346.7 113460 -12900.9 3935.95
internal_weight=0 39706 7339 812 779 657 402 255 231 179 122 369 315 64 251 205 135 145 85 102 32367 1454 840 614 460 154 90 56 732 419
internal_count=4318164 39706 7339 812 779 657 402 255 231 179 122 369 315 64 251 205 135 145 85 102 32367 1454 840 614 460 154 90 56 732 419
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 1 5 1 0 2 3 1 1 2 0 1 5 0 0 3 2 1 1 0 0 2 2 0 5 1
split_gain=6.5198e+11 3.35161e+12 1.01512e+13 3.23539e+13 4.0206e+13 2.62547e+13 2.49191e+13 2.43347e+13 2.88001e+13 2.36195e+13 2.72684e+13 3.71529e+13 6.21781e+13 4.75632e+13 1.04543e+14 3.74375e+13 3.16741e+13 3.01885e+13 2.62061e+13 4.69832e+13 3.34986e+13 4.05546e+13 3.39315e+13 2.88341e+13 3.59494e+13 2.61295e+13 3.92752e+13 2.44125e+13 2.42131e+13 2.32033e+13
threshold=142.05000000000004 125.85000000000001 10.500000000000002 38.950530550000003 38.969379750000009 38.911476500000006 132.05000000000004 37.889331900000009 60.052595500000002 22.500000000000004 17.500000000000004 37.098288800000006 37.542000650000013 2.5000000000000004 59.846652800000008 37.475443250000005 128.92000000000004 60.035045000000004 54.708501450000007 16.500000000000004 9.5000000000000018 30.434657650000002 30.278357500000002 59.982527000000012 59.904813200000007 6.5000000000000009 9.5000000000000018 55.755036050000008 132.05000000000004 37.792847950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -5 8 9 10 11 13 15 14 -4 25 -14 -12 19 -15 21 28 -22 24 -24 -13 -27 -18 -20 -29
right_child=-2 2 7 4 -6 -7 -8 -9 -10 -11 17 12 16 18 -16 -17 27 -19 20 -21 22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-3.1868199171629361 -559.72245585902192 -3970.4826327287992 271938.25546875002 151884.67958333335 5884.0250915444631 -56615.148226243618 26842.727906709562 -4457.9040761860488 -93757.970486111124 74217.445117187497 -16332.506410683964 2544.7915296052633 90175.356023185479 -53189.514764781052 1726.7397482638889 208116.73841145833 11651.131194802991 39335.382310029381 39629.099000250964 89293.430324074085 53439.512623355258 127390.33479993665 -90861.943442382821 -136143.28376464845 43207.880253906253 217481.04517045454 63198.33984375 -162701.40179687503 -18572.275481510962 -10375.2337109375
leaf_weight=4278458 20711 2841 21 30 8117 98 34 6063 27 56 582 38 31 162 45 24 69 117 179 27 38 37 40 32 40 22 66 20 119 20
leaf_count=4278458 20711 2841 21 30 8117 98 34 6063 27 56 582 38 31 162 45 24 69 117 179 27 38 37 40 32 40 22 66 20 119 20
internal_value=0 2.69751 1328.09 3273.51 6506.52 -5725.9 85456.1 -1418.96 8749.43 10300 8229.76 18575.3 48913.8 6685.85 87703.1 93647.8 984.51 -7014.71 -1247.59 -32834.8 11061.7 28647.6 -28213.6 -55917.4 -23827 71844.3 101769 -24381.7 16387.6 -86538.3
internal_weight=0 4.29745e+06 18995 11120 8181 2939 64 7875 1812 1785 1729 1030 290 740 66 150 140 699 674 189 485 335 150 112 80 126 88 109 298 40
internal_count=4318164 4297453 18995 11120 8181 2939 64 7875 1812 1785 1729 1030 290 740 66 150 140 699 674 189 485 335 150 112 80 126 88 109 298 40
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=31
num_cat=0
split_feature=5 1 1 6 5 1 1 3 5 2 5 1 3 0 2 1 3 3 3 0 0 0 5 0 4 0 1 0 0 5
split_gain=5.84419e+11 8.58674e+12 2.14208e+13 2.33919e+13 2.04295e+13 3.60069e+13 2.70816e+13 5.12081e+13 4.29229e+13 1.99496e+13 1.96531e+13 2.39854e+13 2.85313e+13 2.58087e+13 2.72891e+13 3.48927e+13 3.36168e+13 3.0032e+13 2.85764e+13 3.30275e+13 3.2534e+13 2.83047e+13 4.2614e+13 4.12831e+13 2.77002e+13 5.22629e+13 3.87459e+13 6.67022e+13 5.83639e+13 3.45975e+13
threshold=39.305000000000007 38.096381250000007 38.058342000000003 1.5000000000000002 37.005000000000003 82.940215400000014 82.945329900000004 23.500000000000004 37.995000000000012 15.500000000000002 37.995000000000012 37.39371280000001 9.5000000000000018 55.591389050000011 5.5000000000000009 37.869926150000005 7.5000000000000009 8.5000000000000018 5.5000000000000009 55.734663800000007 55.701368300000006 55.793358600000012 38.210000000000008 55.719391050000006 1.5000000000000002 55.806974650000008 37.66934650000001 55.762622900000004 55.719391050000006 38.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -3 -6 7 -7 -9 -5 -1 -12 13 -13 15 17 -16 18 21 20 -20 22 23 -15 25 26 27 28 -19 -29
right_child=-2 4 3 9 5 6 -8 8 -10 -11 11 12 -14 14 16 -17 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=61.787009505809515 -23.212475772457875 1.591925687388632 16774.410750419334 -9071.8085594659406 2322.3844899618571 156.42751578825067 -580.79753722902785 -62179.520276191914 19924.650624389651 -52188.64086386191 130.59690042661845 -2839.4835363900529 -2438.387496092098 -48747.205397727274 66473.24697690217 -64.421895087519786 -6733.3603384399412 -144096.93508391205 15697.675597426471 -6677.0348513233421 169691.23845108697 -17300.563989682651 -23436.775724637682 -238395.21477864587 -20907.157864624678 -30238.192408534462 -31010.949224668562 -290798.91653878352 12047.636845930232 -123220.83114790484
leaf_weight=295193 3088542 714284 347 3228 105101 664 49942 312 80 111 29348 2516 25441 22 69 553 690 54 34 245 23 431 69 24 374 308 66 28 43 22
leaf_count=295193 3088542 714284 347 3228 105101 664 49942 312 80 111 29348 2516 25441 22 69 553 690 54 34 245 23 431 69 24 374 308 66 28 43 22
internal_value=0 58.3047 -353.027 -7937.06 228.076 1264.43 -915.886 -16763.4 -45423.6 -10505.2 -274.403 -1918.56 -3857.76 -10339.6 -16516.4 -21950.5 -78.2142 -28894.2 -15409 9273.99 77835.4 -29061.5 -73139.7 -147694 -41671.3 -56576.8 -94662.6 -123241 -74878.2 -217065
internal_weight=0 1.22962e+06 359239 3686 870383 156099 50998 1056 392 3339 355553 60360 31012 5571 3055 2296 759 1743 848 302 57 546 115 46 895 521 213 147 97 50
internal_count=4318164 1229622 359239 3686 870383 156099 50998 1056 392 3339 355553 60360 31012 5571 3055 2296 759 1743 848 302 57 546 115 46 895 521 213 147 97 50
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 5 3 1 1 0 1 3 6 3 5 5 2 3 5 0 4 0 1 3 5 0 1 3 5
split_gain=7.75399e+11 5.2782e+12 3.19661e+13 5.82665e+13 6.35749e+13 6.62993e+13 4.91198e+13 4.281e+13 3.94482e+13 8.87625e+13 1.62584e+14 3.7804e+13 7.90104e+13 3.72901e+13 3.69247e+13 4.64115e+13 3.49563e+13 5.11475e+13 2.72462e+13 5.81321e+13 3.19728e+13 3.06739e+13 2.60798e+13 2.54015e+13 5.57e+13 3.44408e+13 3.07367e+13 3.29196e+13 3.90585e+13 4.73893e+13
threshold=38.781124500000011 39.027779200000005 45.055827000000008 45.070824200000011 38.92948375000001 16.500000000000004 39.995000000000012 3.5000000000000004 39.021425200000003 39.016372550000007 45.053747000000008 39.011252750000004 21.500000000000004 1.5000000000000002 12.500000000000002 38.610000000000007 60.005000000000003 7.5000000000000009 9.5000000000000018 67.520000000000024 45.053747000000008 3.5000000000000004 45.084117700000007 39.021425200000003 12.500000000000002 59.510000000000012 45.059881250000011 38.959914000000005 10.500000000000002 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -5 -8 9 11 -11 -2 14 22 -13 -16 -12 -18 21 20 -20 -10 -9 26 -25 -26 27 -6 29 -29
right_child=1 -3 3 6 23 -7 7 13 18 10 16 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=64.375312532938139 -1561.7553236322492 12.429914033181527 -3909.2822911819817 1856.2692664443073 261.63972066138075 -47999.475685053287 4382.2060237577471 12272.009308885858 -3075.5879693625552 3672.8229042194794 38671.417733009912 -6750.1603046018517 9214.897398672505 -3900.7627468060209 -2497.3008817294267 -31582.452159855202 36814.439870010501 128058.49881582186 3317.4232920018003 -35358.592543999679 -16066.407324424725 63952.146718750002 -45.057848512533219 6073.694932766266 -6124.7233360407308 -38943.728518699369 4140.6528981661941 13671.369806862662 6709.3029163900501 40929.410680954687
leaf_weight=1305419 63634 2756878 4658 45985 1930 368 8771 2202 2770 4473 558 2564 1737 63697 761 1966 119 127 1473 988 2015 70 7838 2382 784 540 28147 1705 2586 1019
leaf_count=1305419 63634 2756878 4658 45985 1930 368 8771 2202 2770 4473 558 2564 1737 63697 761 1966 119 127 1473 988 2015 70 7838 2382 784 540 28147 1705 2586 1019
internal_value=0 -27.8938 -462.367 313.893 3449.35 -7137.53 -762.689 -2222.34 -2071.78 -1396.15 11114.6 -2330.44 -9290.36 -3007.95 -15365.5 -23465.9 52516.2 83920.1 -9084.78 -13945.8 -7880.52 -1423.5 2656.35 4810.45 -3066.34 -19510.1 5635.37 11446.4 15511.7 23868.1
internal_weight=0 3.01274e+06 255867 172612 44119 5026 128493 82508 83255 75939 5277 70662 7028 73737 5291 2727 804 246 7316 4476 3488 2840 10040 39093 3706 1324 35387 7240 5310 2724
internal_count=4318164 3012745 255867 172612 44119 5026 128493 82508 83255 75939 5277 70662 7028 73737 5291 2727 804 246 7316 4476 3488 2840 10040 39093 3706 1324 35387 7240 5310 2724
is_linear=0
shrinkage=0.1


Tree=3339
num_leaves=31
num_cat=0
split_feature=1 6 5 1 5 1 0 0 4 1 0 5 0 3 5 0 0 1 1 1 0 3 0 1 1 3 3 3 0 5
split_gain=6.28073e+11 5.09133e+12 1.00785e+13 4.61384e+13 6.91541e+13 3.69555e+13 2.83178e+13 3.0667e+13 2.66126e+13 6.95645e+13 6.14721e+13 9.23618e+13 5.54545e+13 4.74855e+13 4.42879e+13 6.69885e+13 4.33451e+13 7.25546e+13 7.89001e+13 8.53949e+13 6.22612e+13 6.57822e+13 1.88508e+14 5.94793e+13 5.9373e+13 5.54173e+13 5.32062e+13 1.18775e+14 1.45008e+14 1.0769e+14
threshold=38.781124500000011 1.5000000000000002 80.00500000000001 37.832345550000007 80.815000000000012 37.998366300000008 55.701368300000006 55.784980300000008 2.5000000000000004 37.889331900000009 55.793358600000012 55.405000000000008 55.820531900000013 19.500000000000004 51.015000000000008 55.708120100000009 55.719391050000006 37.503486000000002 37.642309100000013 37.692869000000009 55.674875350000008 16.500000000000004 55.708120100000009 37.275078000000001 37.39371280000001 26.500000000000004 11.500000000000002 18.500000000000004 55.751981950000008 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -5 -6 -8 -1 10 11 14 -12 -14 -10 -16 20 24 26 25 -13 22 -22 -23 -18 -20 29 28 -28 -19
right_child=-2 -3 3 4 6 -7 7 -9 9 -11 12 16 13 -15 15 -17 17 18 19 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-305.5762136891048 -25.104376776405037 199.71326385112036 -807.41533023745251 -82010.665772652515 447.33476484638004 9462.8717738560281 -36304.434807086116 -3280.3262615966801 -3122.5163442758417 20212.193276481194 28857.031008927148 -4405.1109670547894 8817.9009033521816 -2005.3238418215046 70035.863546645225 269485.87901785714 -8654.2849755626303 159788.19132658307 150458.725875 -15642.620056679414 17881.895363298765 122567.54281431687 213777.4933965774 2612.0172046536368 53237.153966193473 22147.412809560832 -353346.72738095239 -25859.493216107705 -81703.383862783405 -49314.354977678573
leaf_weight=367421 3012745 861451 40515 209 1411 56 599 530 52 2112 953 9124 9193 7251 85 21 419 38 50 1103 223 43 63 1068 246 103 21 683 306 70
leaf_count=367421 3012745 861451 40515 209 1411 56 599 530 52 2112 953 9124 9193 7251 85 21 419 38 50 1103 223 43 63 1068 246 103 21 683 306 70
internal_value=0 57.9378 -217.156 -1666.12 -14069.2 -62680.4 -8997.54 -20801.5 -60.4861 2649.7 1457.6 -3547.88 5404.56 4045.39 72467.6 109550 -4433.6 -14953.3 -23131.1 -5931.28 -1394.98 18264.6 61033.7 7254.76 14240.9 64079.2 -42454 -49587.7 -99148.4 24258.8
internal_weight=0 1.30542e+06 443968 43320 2805 265 2540 1129 400648 33227 31115 13718 17397 16444 158 106 13560 3039 2374 1256 10521 1397 286 1111 665 153 1118 1010 327 108
internal_count=4318164 1305419 443968 43320 2805 265 2540 1129 400648 33227 31115 13718 17397 16444 158 106 13560 3039 2374 1256 10521 1397 286 1111 665 153 1118 1010 327 108
is_linear=0
shrinkage=0.1


Tree=3340
num_leaves=31
num_cat=0
split_feature=3 6 0 0 0 1 3 1 5 3 1 4 1 5 5 5 1 1 5 5 5 4 1 5 2 5 5 5 0 1
split_gain=6.68762e+11 5.48282e+12 2.28259e+13 2.59755e+13 4.43586e+13 6.00198e+13 4.43167e+13 3.2589e+13 2.51531e+13 3.57087e+13 5.32897e+13 3.68648e+13 3.5673e+13 4.01305e+13 3.55243e+13 9.1713e+13 7.66092e+13 4.42688e+13 3.45371e+13 3.48112e+13 3.19664e+13 5.86099e+13 3.60986e+13 3.69169e+13 2.95772e+13 2.70411e+13 2.46651e+13 2.44529e+13 2.32655e+13 4.91311e+13
threshold=9.5000000000000018 1.5000000000000002 59.963407450000012 59.950068600000009 59.939091550000008 30.226173900000003 6.5000000000000009 30.278357500000002 39.995000000000012 8.5000000000000018 30.278357500000002 2.5000000000000004 30.315880100000005 98.020000000000024 66.50500000000001 69.610000000000014 30.259484550000003 30.259484550000003 52.405000000000008 54.035000000000004 61.405000000000008 1.5000000000000002 30.259484550000003 67.520000000000024 5.5000000000000009 45.985000000000007 100.05000000000001 44.605000000000011 58.000519000000004 30.502469200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 28 -6 -5 -7 -8 11 14 20 13 -13 16 -16 18 -17 -11 -20 21 24 -22 -24 27 -26 -9 -10 -1 -30
right_child=-2 -3 -4 6 5 7 8 26 9 10 -12 12 -14 -15 15 17 -18 -19 19 -21 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-773.20681855821977 35.521106898985515 7.8267801637391248 -6361.1809557323777 87298.99949372944 88192.396958229772 -69541.730879464289 42226.086015555789 -24096.973020664464 -4275.691958220109 -2824.5080821161687 -57305.573655542838 149064.57828125 -31971.352929687502 19754.751080729169 254744.92374999999 -28593.778980468749 -113169.69286317567 88997.759638342701 202297.97480468752 23663.426250000004 34415.225877294004 60051.644743385637 -144512.83320312502 -40253.717026909726 -48685.836139112907 70652.075843032537 86567.469531250012 -82321.047379557291 853.03768779095117 16050.974259354696
leaf_weight=140987 2379540 1772842 6589 76 44 175 194 492 69 46 58 40 50 60 25 50 37 89 24 20 53 119 40 225 31 49 21 96 13498 2525
leaf_count=140987 2379540 1772842 6589 76 44 175 194 492 69 46 58 40 50 60 25 50 37 89 24 20 53 119 40 225 31 49 21 96 13498 2525
internal_value=0 -43.5999 -593.548 -354.825 -477.338 -25037.1 12963.8 -32278.5 8855.12 3373.35 30221.3 -7888.58 36995.3 71478.7 47666.5 78413 7962.31 46698.6 57761 121100 -17760.4 2475.26 -40923.2 -55990.9 -25490.4 24408.6 -19566.8 -49683.9 -362.837 3248.02
internal_weight=0 1.93862e+06 165782 159193 157742 732 1451 688 1375 1181 349 832 150 100 291 164 127 139 90 44 682 364 318 265 245 80 513 165 157010 16023
internal_count=4318164 1938624 165782 159193 157742 732 1451 688 1375 1181 349 832 150 100 291 164 127 139 90 44 682 364 318 265 245 80 513 165 157010 16023
is_linear=0
shrinkage=0.1


Tree=3341
num_leaves=31
num_cat=0
split_feature=5 0 3 1 1 1 1 4 2 3 4 1 4 0 3 1 0 1 1 1 1 4 0 4 3 0 1 0 0 0
split_gain=5.69028e+11 2.41819e+12 4.62799e+12 4.33267e+12 9.08086e+12 3.98094e+12 4.19893e+12 4.59938e+12 3.96244e+12 6.78693e+12 6.10077e+12 5.44649e+12 9.4342e+12 1.07074e+13 4.43101e+12 6.73912e+12 4.38722e+12 6.80639e+12 6.51959e+12 4.28721e+12 3.85999e+12 4.35455e+12 3.6311e+12 4.03451e+12 7.6551e+12 4.47189e+12 3.62433e+12 5.45692e+12 5.77599e+12 5.19436e+12
threshold=22.030000000000005 57.131524800000008 2.5000000000000004 65.480823400000006 65.551978750000004 37.214886200000009 37.275078000000001 1.0000000180025095e-35 7.5000000000000009 23.500000000000004 4.5000000000000009 30.425002000000003 1.5000000000000002 59.939091550000008 14.500000000000002 30.346469350000003 59.963407450000012 30.243224600000001 30.332994000000003 30.207352000000004 30.502469200000004 1.5000000000000002 44.893607100000004 1.5000000000000002 3.5000000000000004 55.924336300000007 36.546174950000008 55.924336300000007 55.349623500000007 56.320495600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 20 8 -5 22 7 -7 10 14 11 12 19 -14 16 -16 18 -18 -10 -4 -3 -22 -1 26 -25 -26 -24 28 -28 -29
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 23 24 25 -27 27 29 -30 -31
leaf_value=-21149.038818359128 5.0165963071185224 40118.521572265628 13909.280496695656 -15814.405567771129 -2220.4630566614101 -1009.215613744166 -72.98667421008372 -22501.756570731028 -39386.2577265625 4973.3264881025734 55719.020546874999 2936.2519484876725 -61997.513563368055 18278.721549479167 -27179.714106594791 -7184.5798979103365 61441.866609375007 5472.4104212749444 -856.829000119027 -3042.1588362222469 14794.821190222539 -16664.213091634116 15792.993993405944 29639.910458669357 -7504.9794824218761 -57659.129077148442 14657.34419108912 19724.742651261502 -14891.846196336015 -19730.959067007214
leaf_weight=48 4237242 40 159 635 2173 231 67374 175 50 634 20 3598 54 24 196 1204 25 166 361 2420 165 60 432 31 40 32 97 231 208 39
leaf_count=48 4237242 40 159 635 2173 231 67374 175 50 634 20 3598 54 24 196 1204 25 166 361 2420 165 60 432 31 40 32 97 231 208 39
internal_value=0 -262.679 -1573.79 -1869.3 -5294.59 -34.7589 -134.086 -10273.2 -789.938 -4043.45 576.795 400.481 -3033.36 -37297.1 -6898.91 -9983.9 275.479 12798.3 -5544.11 -1997.07 11494.5 6405.75 5779.04 6943.5 -11907.3 -29795.7 8871.64 3671.59 -5494.23 14025.6
internal_weight=0 80922 11984 11719 2808 68938 67780 406 8911 2636 6275 6255 2657 78 2002 1400 602 191 411 2579 265 225 1158 1110 103 72 1007 575 305 270
internal_count=4318164 80922 11984 11719 2808 68938 67780 406 8911 2636 6275 6255 2657 78 2002 1400 602 191 411 2579 265 225 1158 1110 103 72 1007 575 305 270
is_linear=0
shrinkage=0.1


Tree=3342
num_leaves=31
num_cat=0
split_feature=3 1 1 1 3 0 0 0 5 0 0 1 5 6 5 5 2 1 4 5 3 3 5 5 5 5 0 4 5 5
split_gain=5.74299e+11 1.0743e+13 2.23208e+13 2.12782e+13 2.0024e+13 4.98942e+13 5.41175e+13 3.15472e+13 3.13141e+13 4.09563e+13 2.00828e+14 5.47637e+13 6.53852e+13 4.58421e+13 5.69457e+13 5.73971e+13 5.63565e+13 4.87634e+13 4.03203e+13 4.02743e+13 3.39517e+13 3.11676e+13 2.94495e+13 8.1706e+13 4.57646e+13 1.49639e+14 3.91818e+13 3.55961e+13 6.49097e+13 2.80862e+13
threshold=16.500000000000004 65.659480050000013 82.902675200000019 82.933113850000026 23.500000000000004 55.046835900000012 55.039751500000008 55.050600750000008 40.005000000000003 55.043101600000007 55.030402950000003 82.897133550000021 97.050000000000011 1.5000000000000002 94.040000000000006 109.05000000000001 10.500000000000002 82.897133550000021 1.0000000180025095e-35 47.815000000000005 20.500000000000004 17.500000000000004 47.415000000000006 57.405000000000008 79.730000000000018 92.035000000000011 60.693675950000006 3.5000000000000004 120.05000000000001 55.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 8 6 -6 -7 -3 10 21 12 -12 17 20 16 -16 -11 -13 -19 -15 -10 -9 -24 -25 26 -26 -27 -29 -22
right_child=1 2 3 -5 5 7 -8 22 9 13 11 18 -14 14 15 -17 -18 19 -20 -21 29 -23 23 24 25 27 -28 28 -30 -31
leaf_value=-20.014755033323716 211.02721234073206 -588.60295700694985 2557.7446223485526 -726.08431558216535 738.2887432859709 46597.102681644261 -37354.543092972948 -8082.3331290283204 -12354.036538939874 -8423.9113292361726 24476.352412283763 1392.462482567171 -99669.618015625005 -7848.9482066510673 -1135.2378275810918 -50066.935361842108 108372.99324624951 -19927.368235392572 67111.621572120144 -58935.884627726933 -29409.18805357143 5468.0786135126018 81282.197467484293 -19337.816633116217 119275.80038810485 -26636.568146998001 -23334.707732599432 199719.48452380951 -5002.2623411016948 -113111.69816706731
leaf_weight=3318589 836822 11514 24028 110367 1884 269 465 600 5977 769 280 113 50 2075 79 57 116 480 537 590 175 1174 179 377 155 289 22 21 59 52
leaf_count=3318589 836822 11514 24028 110367 1884 269 465 600 5977 769 280 113 50 2075 79 57 116 480 537 590 175 1174 179 377 155 289 22 21 59 52
internal_value=0 66.449 -676.924 -138.98 -3226.36 3041.86 -6802.44 14774.1 -4352.86 -7813.55 -3610.18 38843 5666.36 -15593.6 -6925.3 38205.4 64008.1 -27632 55686.6 -41436.7 -11865.8 -9428.13 9744.51 19450.6 7459.41 25962.3 101550 -10295.4 48737.2 -48583.3
internal_weight=0 999575 162753 134395 28358 4320 2349 1971 24038 12524 8131 980 330 4393 2554 252 195 1839 650 1070 2302 7151 1702 1102 923 546 177 369 80 227
internal_count=4318164 999575 162753 134395 28358 4320 2349 1971 24038 12524 8131 980 330 4393 2554 252 195 1839 650 1070 2302 7151 1702 1102 923 546 177 369 80 227
is_linear=0
shrinkage=0.1


Tree=3343
num_leaves=31
num_cat=0
split_feature=3 2 3 3 5 5 0 0 1 6 0 5 5 5 5 5 1 3 5 1 1 5 2 5 5 5 6 5 3 5
split_gain=6.30217e+11 3.37899e+12 5.44669e+12 5.35197e+12 1.24857e+13 1.43391e+13 1.4666e+13 1.5656e+13 9.57108e+12 9.05732e+12 9.82143e+12 1.03472e+13 6.20981e+12 6.79961e+12 6.17749e+12 1.83232e+13 9.3923e+12 6.62852e+12 6.62256e+12 7.05293e+12 5.69295e+12 5.75578e+12 5.57995e+12 1.0993e+13 8.69769e+12 8.24365e+12 5.08657e+12 1.49575e+13 1.6635e+13 2.37005e+13
threshold=27.500000000000004 22.500000000000004 31.500000000000004 32.500000000000007 58.040000000000006 55.730000000000011 55.777112100000004 55.812836050000008 37.542000650000013 1.5000000000000002 55.885524800000006 65.905000000000015 49.995000000000012 40.205000000000005 58.040000000000006 61.405000000000008 37.712318250000003 36.500000000000007 57.405000000000008 37.362912300000012 37.692869000000009 57.405000000000008 24.500000000000004 91.050000000000011 94.040000000000006 123.15000000000002 1.5000000000000002 41.995000000000012 34.500000000000007 45.985000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 12 -6 11 -11 13 -4 16 17 18 -16 26 -20 21 -7 23 -17 -25 -26 -5 -28 -29 -30
right_child=1 2 3 14 9 20 7 -9 -10 10 -12 -13 -14 -15 15 22 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=3.6135021011559538 -1030.0005291095265 4620.9200433177093 -6860.103418210474 -6587.9843142694044 -9698.3437353412864 -20930.687374441964 37812.369729149425 -550.54652092827689 -34470.345520844327 -61652.315064102564 -91214.443198939727 7375.3309091996171 -23990.34996717437 26714.683035065409 20710.768991570727 22109.664854855011 5178.6776948659699 74821.870833333334 -4714.8639493075289 -85735.938671875003 79649.922322591156 39403.268891906744 -670.11237147529755 -55915.614800347226 49894.864874999999 -26744.553771972656 -20269.480765593999 88555.494341856058 65073.859417613632 -14627.663360806171
leaf_weight=4279873 26513 3078 202 1984 787 21 151 360 148 39 28 49 119 86 399 288 1304 24 22 21 24 64 2157 36 25 32 126 33 55 116
leaf_count=4279873 26513 3078 202 1984 787 21 151 360 148 39 28 49 119 86 399 288 1304 24 22 21 24 64 2157 36 25 32 126 33 55 116
internal_value=0 -403.889 1005.53 -273.577 -4701.18 2094.12 -1438.34 10785.7 -12693.2 -13543.4 -39629.8 -23216.5 -4774.27 3165.7 1115.82 4512.01 -1631.01 23780.9 -5398.44 -44283.3 36640.9 24497.2 1300.53 12457.1 -17434.6 6869.23 -4675.86 6820.09 23551.9 11007.3
internal_weight=0 38291 11778 8700 2078 1175 1066 511 555 903 116 88 407 288 6622 2961 3661 423 2357 43 109 85 2538 381 93 57 2314 330 204 171
internal_count=4318164 38291 11778 8700 2078 1175 1066 511 555 903 116 88 407 288 6622 2961 3661 423 2357 43 109 85 2538 381 93 57 2314 330 204 171
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=31
num_cat=0
split_feature=5 5 2 0 1 0 0 0 0 0 1 4 0 1 0 2 0 3 5 0 0 2 0 1 0 3 3 3 0 5
split_gain=5.73525e+11 3.06322e+12 1.44443e+13 1.88709e+13 4.13275e+13 3.97593e+13 5.92352e+13 4.86366e+13 4.07568e+13 3.37877e+13 2.98857e+13 5.15526e+13 2.90077e+13 2.86085e+13 2.03312e+13 1.83436e+13 2.84988e+13 3.35768e+13 1.94823e+13 1.94805e+13 1.78424e+13 1.78529e+13 1.77205e+13 1.72752e+13 2.09697e+13 1.70243e+13 1.64537e+13 3.63225e+13 1.595e+13 4.27012e+13
threshold=142.05000000000004 132.05000000000004 2.5000000000000004 45.029420750000007 39.726951800000002 55.751981950000008 55.601678500000013 56.320495600000008 56.24640500000001 55.701368300000006 38.058342000000003 3.5000000000000004 54.736324100000012 30.259484550000003 55.795550600000006 1.5000000000000002 52.056565900000003 3.5000000000000004 137.05000000000004 53.242949050000007 43.465905150000005 1.5000000000000002 51.636650050000007 83.053286850000021 55.025681450000008 5.5000000000000009 5.5000000000000009 3.5000000000000004 46.672631750000008 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 12 8 14 -8 -3 -12 15 -9 -7 16 18 -18 -5 22 26 -22 -17 24 -14 -20 27 -6 29 -4
right_child=-2 2 28 5 20 7 9 13 -10 -11 11 -13 23 -15 -16 19 17 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.553115744062473 -524.96636879417076 970.52643037683833 -26109.863750180608 -26336.410186767578 73196.386375000002 103016.83087940706 -196353.32221063468 76134.232938058034 159556.11274671054 -23468.655937500003 197546.68920641451 37685.905305232554 -29645.909082031252 1164.6853444872261 17265.71305098684 -43087.325131410544 11769.302651515152 -143682.00507812502 121618.31575100806 31735.505341448108 -92245.665136718759 10409.817556423612 -129417.86336206897 95235.371221454334 27324.744059619814 14046.059695870537 82017.052712673612 -105200.4685732887 2088.6320547072692 7282.7524342237903
leaf_weight=4287425 20711 34 757 32 25 39 26 56 38 20 38 43 92 559 95 132 33 24 31 28 32 36 29 26 217 28 36 21 6726 775
leaf_count=4287425 20711 34 757 32 25 39 26 56 38 20 38 43 92 559 95 132 33 24 31 28 32 36 29 26 217 28 36 21 6726 775
internal_value=0 2.53001 1748.25 9945.96 34552.7 5613.21 -11403.5 21138 68145.5 -121186 79654.5 112682 -3888.65 7991.18 42223.1 -24603.4 1761.56 -53683.9 36491.1 -45248.9 -25.2942 -37898.6 -58637.5 16949.7 10362.6 70567.1 31381.9 -8245.66 -8.82714 -9217.38
internal_weight=0 4.29745e+06 10028 1770 265 1505 718 787 172 46 115 81 672 615 134 337 148 57 91 189 150 68 161 335 309 59 82 46 8258 1532
internal_count=4318164 4297453 10028 1770 265 1505 718 787 172 46 115 81 672 615 134 337 148 57 91 189 150 68 161 335 309 59 82 46 8258 1532
is_linear=0
shrinkage=0.1


Tree=3345
num_leaves=31
num_cat=0
split_feature=5 3 5 0 4 1 5 1 0 0 0 6 2 0 0 3 1 0 3 3 1 2 0 3 2 1 6 0 2 2
split_gain=5.89789e+11 5.62773e+12 7.99416e+12 1.33264e+13 7.02645e+12 6.57458e+12 5.49275e+12 1.26859e+13 3.88439e+13 2.54402e+13 3.0083e+13 2.88554e+13 2.51532e+13 2.27145e+13 2.26287e+13 1.64764e+13 1.62548e+13 1.50527e+13 1.46398e+13 1.30759e+13 1.21689e+13 1.18738e+13 1.12779e+13 1.91179e+13 2.0619e+13 1.46491e+13 1.42176e+13 2.94412e+13 1.75202e+13 1.43752e+13
threshold=87.395000000000024 1.5000000000000002 91.050000000000011 59.863160500000006 1.5000000000000002 92.896330950000007 87.00500000000001 30.451272450000005 55.975961550000008 59.950068600000009 59.916647550000008 1.5000000000000002 14.500000000000002 54.940316550000006 60.042666650000008 8.5000000000000018 37.620907050000007 55.946414150000003 9.5000000000000018 4.5000000000000009 30.346469350000003 8.5000000000000018 55.030402950000003 15.500000000000002 9.5000000000000018 37.767735350000002 1.5000000000000002 55.017766000000002 7.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 -1 9 12 10 -8 -12 13 19 18 -15 -14 22 -11 -9 -20 -10 26 -24 -25 -26 29 -28 -29 -17
right_child=1 -3 3 -5 -6 -7 7 8 21 14 11 -13 16 15 -16 17 -18 -19 20 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-2.3448229007349544 18006.952030353157 -183.59147956994332 46731.200555098687 -74127.997585227276 2725.9777299112352 73458.254384358734 -15580.724727235991 -28399.690052688955 16760.606612809595 -32491.00401141827 -151251.10506756758 -26361.134206081086 -88904.840879360476 53766.086884269076 -22305.157242063491 307.55589746112742 -19414.654772240425 -68775.002948588721 68663.222890624995 29690.481065586635 -4878.6323852539062 47910.958529864474 33333.71695560954 13405.628833837418 -72767.880832435345 23067.317365056821 -851.55382012363759 -14138.264335937502 -50732.585585003137 5297.6799642905853
leaf_weight=4036531 196 241846 38 22 804 24 232 43 323 26 37 37 43 59 126 23147 155 31 90 392 30 197 283 206 58 22 4633 680 162 7691
leaf_count=4036531 196 241846 38 22 804 24 232 43 323 26 37 37 43 59 126 23147 155 31 90 392 30 197 283 206 58 22 4633 680 162 7691
internal_value=0 -151.368 7037.84 2704.46 4711.96 24056.2 9.02325 1194.66 1417.58 -13509.1 -33288.8 -88806.1 1042.23 1230.39 8743.07 963.097 -34506 878.699 35538.1 23948.2 50277.8 28561.8 937.244 14906.8 -3326.91 -46413.2 718.352 -3977.71 -21179 1552.09
internal_weight=0 242930 1084 864 842 220 4.07523e+06 38703 38125 578 306 74 37605 37407 272 36972 198 36913 146 435 120 520 36882 569 286 80 36313 5475 842 30838
internal_count=4318164 242930 1084 864 842 220 4075234 38703 38125 578 306 74 37605 37407 272 36972 198 36913 146 435 120 520 36882 569 286 80 36313 5475 842 30838
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=31
num_cat=0
split_feature=1 0 0 1 6 3 3 0 0 0 5 3 5 3 1 5 0 5 1 0 1 0 0 0 0 0 5 3 0 0
split_gain=5.51679e+11 2.0929e+12 2.81713e+12 2.03639e+12 5.34343e+12 2.38208e+13 1.15352e+13 2.10436e+13 4.44274e+13 1.96092e+13 1.6865e+13 1.67023e+13 1.45234e+13 1.0204e+13 9.93931e+12 1.33531e+13 9.86925e+12 1.03786e+13 9.86322e+12 1.33403e+13 1.08644e+13 1.25731e+13 9.42061e+12 1.87747e+13 1.99417e+13 2.22244e+13 3.12838e+13 1.35439e+13 3.01789e+13 1.22565e+13
threshold=91.398302750000013 42.966471700000007 44.226894250000008 92.928903050000017 1.5000000000000002 8.5000000000000018 8.5000000000000018 56.054485600000007 52.485928400000006 56.093493200000005 92.035000000000011 11.500000000000002 86.810000000000016 7.5000000000000009 104.38035940000002 39.025000000000013 56.663136550000011 72.705000000000013 103.85249100000001 55.946414150000003 93.043229050000022 55.975961550000008 56.24640500000001 56.009576300000013 56.054485600000007 56.028355650000009 56.835000000000008 16.500000000000004 55.993277250000013 56.143542450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 14 13 8 -8 -9 12 -11 18 -6 15 -5 17 -13 19 -10 21 -21 23 27 25 -25 -27 28 -7 -26
right_child=1 2 3 4 6 22 7 9 10 11 -12 16 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-6.5909457827028266 -32152.800913085943 33764.071812500006 655.96301179895772 1404.8835126788306 363.09916036618699 4308.3936795088202 -983.05664296591533 11817.625464313645 5539.7894750867572 970.28846344792055 -61578.298900669644 -23305.304363007122 47878.498466796882 22141.915383345993 -560.69350233246394 -27759.864887747815 -2499.24002150657 -92982.95811820653 -24959.633011763341 -37254.652164804473 -35689.732569900669 -9951.4112860943533 -5621.9829212058976 22972.983753141812 -4838.2791543930862 31134.000289351854 148670.36971153846 -3893.386970785521 37226.702671292216 24249.18627552842
leaf_weight=4176165 20 25 56840 237 53390 2741 10837 1579 441 6521 70 303 40 216 623 465 275 23 566 179 198 2920 735 244 321 54 39 1523 310 264
leaf_count=4176165 20 25 56840 237 53390 2741 10837 1579 441 6521 70 303 40 216 623 465 275 23 566 179 198 2920 735 244 321 54 39 1523 310 264
internal_value=0 193.838 198.395 192.484 -117.033 2421.47 -364.343 -2188.8 -4427.65 1735.42 -12884.6 -499.881 -12100 450.855 -9754.48 -17913.6 -16451.6 -28221.2 -12657.4 -10794.6 -12979.5 -11528.5 5010.64 6432.58 19450.6 38827.3 80423.4 3808.47 7653.09 8288.37
internal_weight=0 141999 141979 141954 85114 7556 77558 23952 15251 8701 4414 7122 4344 53606 1325 702 601 326 4304 3738 3297 3099 6231 5496 922 337 93 4574 3051 585
internal_count=4318164 141999 141979 141954 85114 7556 77558 23952 15251 8701 4414 7122 4344 53606 1325 702 601 326 4304 3738 3297 3099 6231 5496 922 337 93 4574 3051 585
is_linear=0
shrinkage=0.1


Tree=3347
num_leaves=31
num_cat=0
split_feature=0 1 5 0 1 2 0 5 4 1 6 3 5 1 3 0 2 3 5 5 4 0 5 3 0 5 2 5 5 5
split_gain=5.51456e+11 4.43796e+12 2.05991e+13 2.78776e+13 3.29517e+13 2.28772e+13 2.50189e+13 2.5119e+13 9.28062e+13 3.76033e+13 2.842e+13 2.39299e+13 2.11455e+13 2.90011e+13 2.06884e+13 2.49403e+13 2.03186e+13 1.83764e+13 4.67059e+13 2.04673e+13 2.88432e+13 2.78554e+13 5.46463e+13 4.34976e+13 1.91242e+13 5.38042e+13 2.41554e+13 1.76461e+13 1.69245e+13 1.82857e+13
threshold=54.942865800000007 39.041623000000008 57.405000000000008 45.073740550000004 39.016372550000007 3.5000000000000004 45.098908000000009 79.730000000000018 2.5000000000000004 38.969379750000009 1.5000000000000002 19.500000000000004 73.010000000000005 39.007683500000006 8.5000000000000018 54.940316550000006 13.500000000000002 5.5000000000000009 177.02500000000003 79.010000000000005 2.5000000000000004 54.725565150000001 72.010000000000005 6.5000000000000009 54.725565150000001 107.05000000000001 1.5000000000000002 112.04500000000002 118.33500000000002 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 14 7 8 9 10 -7 16 -10 -14 15 17 -11 -5 19 21 28 -19 -23 -24 26 -26 27 -22 29 -21
right_child=-2 -3 3 4 -6 6 -8 -9 12 11 -12 -13 13 -15 -16 -17 -18 18 -20 20 24 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=307.48284444697822 -24.274157458553656 184.40040666530564 62.913231071870818 -420.21470365538948 -11231.528650741784 -2922.3999976328573 -2268.7165394049912 -18373.941574788605 30732.286622195075 -9086.9811295501404 -42448.391659576941 -58239.485738118499 -8906.6353152526335 62857.455357975748 3541.0624638129493 55456.997187500005 10520.286975567913 -5904.4910313304881 -150601.71929347827 -51422.730359604786 -24688.13706458997 -1266.0720301278632 178939.27652027027 19725.295422363284 -2805.1138888888891 -142194.16972656251 5464.6920221091123 -120317.19005681819 -134247.66398809524 31008.85745967742
leaf_weight=300218 2954816 889003 97433 11716 4079 263 37608 1923 726 3485 590 90 353 67 11450 75 623 2234 23 204 157 161 37 32 90 40 594 22 21 31
leaf_count=300218 2954816 889003 97433 11716 4079 263 37608 1923 726 3485 590 90 353 67 11450 75 623 2234 23 204 157 161 37 32 90 40 594 22 21 31
internal_value=0 52.61 -194.388 -1059.68 -2485.83 -1994.56 -3355.59 -8389.5 -5291.21 -11120.3 -30261.6 -7230.95 20400.6 2541.45 320.21 -2068.78 -6113.43 -2349.63 -8549.57 -7647.77 -18606.9 -2492.9 30644 105101 -10207.3 -45694.1 -4239.31 -36441.4 -48235 -40548.8
internal_weight=0 1.36335e+06 474345 174127 76694 72615 45728 8120 6197 5051 853 4198 1146 420 26887 15437 4108 15362 3646 3623 1159 2464 230 69 903 130 773 179 256 235
internal_count=4318164 1363348 474345 174127 76694 72615 45728 8120 6197 5051 853 4198 1146 420 26887 15437 4108 15362 3646 3623 1159 2464 230 69 903 130 773 179 256 235
is_linear=0
shrinkage=0.1


Tree=3348
num_leaves=31
num_cat=0
split_feature=0 3 1 1 6 0 4 5 5 5 5 3 0 3 5 1 5 5 5 4 3 1 5 5 3 3 4 2 5 2
split_gain=6.56764e+11 5.77404e+12 1.54548e+13 2.68193e+13 6.67379e+13 5.45616e+13 5.92646e+13 6.19776e+13 4.757e+13 1.28558e+14 4.4734e+13 3.34196e+13 4.85918e+13 4.90404e+13 8.62668e+13 1.2206e+14 4.31104e+13 3.86322e+13 3.37116e+13 3.05583e+13 2.86153e+13 2.81109e+13 3.53402e+13 5.23629e+13 3.65784e+13 4.24476e+13 5.95497e+13 3.93106e+13 3.45586e+13 3.25629e+13
threshold=44.893607100000004 5.5000000000000009 39.739656000000004 39.718803500000007 1.5000000000000002 43.592450450000008 1.5000000000000002 37.995000000000012 107.05000000000001 99.555000000000021 28.035000000000004 3.5000000000000004 44.226894250000008 4.5000000000000009 53.995000000000012 39.726951800000002 69.610000000000014 60.005000000000003 39.995000000000012 1.5000000000000002 3.5000000000000004 39.143775600000005 118.33500000000002 82.00500000000001 3.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 104.75000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 19 8 7 10 9 -6 -7 16 13 14 -13 -16 17 18 -8 -5 -12 -1 23 -23 27 28 -27 -25 -26 -24
right_child=-2 -3 -4 4 5 6 11 -9 -10 -11 20 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 29 24 25 26 -28 -29 -30 -31
leaf_value=2112.2288338079879 8.9109674764482314 -644.97615845872735 -638.98762824209825 -11020.025690642464 1082.0593816677824 -11828.841286889547 -84384.438294876454 -51294.48260118733 -66549.753486328133 164233.92694515307 -17617.940876057943 30171.549446398149 -68301.485283430244 30299.346868189736 209265.1012090774 14318.903515625001 77869.21681985294 -144305.28085937499 18810.582874348958 -63657.900124066429 35629.085437146285 -4538.200103075601 80229.269101991769 -74127.860002367423 -161442.62803199407 112350.84324048914 -64307.345940290186 67653.788460286465 -10562.587890625 -10129.325396126762
leaf_weight=26042 4103906 116778 58106 360 3364 482 43 177 100 49 120 188 43 1222 84 52 51 24 120 159 635 5598 91 33 63 23 112 48 20 71
leaf_count=26042 4103906 116778 58106 360 3364 482 43 177 100 49 120 188 43 1222 84 52 51 24 120 159 635 5598 91 33 63 23 112 48 20 71
internal_value=0 -170.681 397.51 1927.12 7410.16 10065.6 19423.1 4052.12 1432.55 3424.41 11971.6 31319.5 36553.8 39470.2 74059 134727 -3627.13 -25853.4 -8412.64 -27146.1 27166 684.844 -5450.16 -6715.99 -47489.4 -68809.6 -34210 9890.89 -125086 40627.7
internal_weight=0 214258 97480 39374 7273 6754 3241 1414 3513 3413 1237 1827 1589 1546 324 136 238 187 163 519 755 32101 6059 5897 299 218 135 81 83 162
internal_count=4318164 214258 97480 39374 7273 6754 3241 1414 3513 3413 1237 1827 1589 1546 324 136 238 187 163 519 755 32101 6059 5897 299 218 135 81 83 162
is_linear=0
shrinkage=0.1


Tree=3349
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 3 5 0 1 5 3 4 5 4 1 5 1 3 5 2 3 2 3 4 5 5 1 0 5
split_gain=5.99215e+11 2.13282e+12 1.98355e+13 3.50882e+13 5.24772e+13 4.54163e+13 4.78914e+13 2.9226e+13 2.23609e+13 4.77503e+13 3.57644e+13 2.56195e+13 2.21661e+13 4.28538e+13 4.12197e+13 3.76712e+13 3.58094e+13 3.87551e+13 2.45115e+13 2.62202e+13 2.49015e+13 6.17107e+13 4.76491e+13 5.57272e+13 2.70584e+13 3.06346e+13 2.64188e+13 5.58385e+13 3.59422e+13 5.31304e+13
threshold=43.056445700000005 43.642715500000008 46.037218400000008 45.148007750000012 43.868031300000006 7.5000000000000009 18.500000000000004 58.995000000000012 43.465905150000005 44.660994650000006 99.555000000000021 5.5000000000000009 3.5000000000000004 98.020000000000024 4.5000000000000009 39.704585000000002 93.00500000000001 40.810045900000013 2.5000000000000004 112.04500000000002 5.5000000000000009 8.5000000000000018 3.5000000000000004 10.500000000000002 4.5000000000000009 150.04500000000004 142.05000000000004 43.574807850000006 43.592450450000008 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 -5 -7 -6 9 10 -9 -11 -2 14 16 -15 -14 -18 19 -17 21 24 -23 -24 26 -26 28 -28 29 -20
right_child=1 -3 -4 5 7 6 -8 8 -10 11 -12 -13 13 15 -16 18 17 -19 20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=429.69127359670688 -567.21808832211457 5.5724777969290686 -14384.400121640741 3785.3022373259651 -4244.4468197409315 46296.533710845622 -104695.91102627841 -1983.1678959174446 -59008.934080528845 -14934.729411132248 114347.01994207974 -60701.287470045165 27708.577410196522 -86130.64592187501 -61616.117310631802 -155119.84875 168618.70338867189 28525.944551282053 -41756.123705267142 -1502.9665000000002 -13326.812630475153 30646.735502876036 233881.20258789064 29812.602513586957 -1705.2906612435568 85096.676456473215 -108896.95280797103 44736.461284722231 64950.12425837863 115342.2758125
leaf_weight=32212 58986 4220249 1023 1331 960 465 22 298 195 216 29 282 582 50 46 20 40 39 155 25 427 91 32 23 97 70 69 36 69 25
leaf_count=32212 58986 4220249 1023 1331 960 465 22 298 195 216 29 282 582 50 46 20 40 39 155 25 427 91 32 23 97 70 69 36 69 25
internal_value=0 -3.22944 -568.596 -350.081 -746.175 13345.9 39475.5 -16767.7 -28554.2 -21355.9 8333.58 -40850.7 -225.125 10417.7 29914.2 -1175.29 36283.9 99459 2554.1 -69777.1 5529.33 17600.7 75059.9 148543 1498.84 34678.8 -14153.8 -56222.6 3586.01 -19936.9
internal_weight=0 4.28595e+06 65703 64680 62862 1818 487 1980 1020 825 327 498 60882 1896 707 1189 661 79 1139 45 1094 667 146 55 521 167 354 105 249 180
internal_count=4318164 4285952 65703 64680 62862 1818 487 1980 1020 825 327 498 60882 1896 707 1189 661 79 1139 45 1094 667 146 55 521 167 354 105 249 180
is_linear=0
shrinkage=0.1


Tree=3350
num_leaves=31
num_cat=0
split_feature=2 0 0 1 3 6 1 3 1 3 3 5 3 0 5 5 2 3 3 3 2 3 2 0 5 3 3 3 1 5
split_gain=5.86322e+11 4.64116e+12 1.78589e+13 2.97159e+13 2.50517e+13 2.30384e+13 3.7853e+13 3.88421e+13 3.14537e+13 2.51176e+13 2.49687e+13 6.06891e+13 5.24122e+13 2.2868e+13 8.15707e+13 2.27736e+13 2.52761e+13 2.30474e+13 3.76868e+13 2.2048e+13 2.67516e+13 2.20336e+13 2.07611e+13 1.98602e+13 3.85475e+13 2.92354e+13 3.99668e+13 2.34346e+13 2.30463e+13 1.93816e+13
threshold=5.5000000000000009 56.852744000000008 56.802385350000009 60.648383500000008 24.500000000000004 1.5000000000000002 60.628582700000003 10.500000000000002 60.628582700000003 18.500000000000004 32.500000000000007 72.010000000000005 22.500000000000004 56.831297550000009 120.05000000000001 97.050000000000011 7.5000000000000009 21.500000000000004 26.500000000000004 20.500000000000004 17.500000000000004 25.500000000000004 14.500000000000002 56.838612000000005 94.040000000000006 27.500000000000004 20.500000000000004 14.500000000000002 60.58031445000001 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 19 6 23 -8 9 -7 11 -9 -13 15 -15 17 -17 -10 21 20 -5 -19 -14 -4 25 26 28 -26 -25 -18
right_child=1 -3 3 4 -6 8 7 10 13 -11 -12 12 22 14 -16 16 29 18 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-31.721701018830192 69.982551376273534 -287.26628482043822 3084.9423030877751 -3101.9874947712565 10120.371158366399 1010.0725884184599 140306.83648158482 12617.871160852403 4232.4120807405225 11445.657124126228 324.69715234499245 16449.437235184403 74342.981411710352 -1053.3455424620113 180645.55023148149 -107516.10721409575 -75596.541176285289 -11989.13268409585 4851.3049042841512 -16723.043900519275 80406.78900240385 -59280.585478723006 146151.52965173856 2502.470228452461 134699.10359741212 -35975.803129551779 51788.70696340048 37416.059534254811 67629.085922346436 -10767.436278211806
leaf_weight=2480138 1462453 345847 6702 2340 951 10409 28 589 645 2963 393 111 93 291 27 47 62 159 307 1670 39 259 71 860 40 118 249 65 58 180
leaf_count=2480138 1462453 345847 6702 2340 951 10409 28 589 645 2963 393 111 93 291 27 47 62 159 307 1670 39 259 71 860 40 118 249 65 58 180
internal_value=0 42.8036 119.305 2545.86 -4485.16 3967.64 7872.97 23816.9 1581.81 3322.41 21222 30727.4 69514.7 -10191.3 14373.9 -14900 -40409.6 -9518.75 -21752.5 -7915.6 -1732.99 -41291.7 105431 5341.1 16219.3 11459 16255.4 74476.3 6617.22 -27376.5
internal_weight=0 1.83803e+06 1.49218e+06 29726 5000 24726 9377 1285 15349 13372 1257 864 275 1977 318 1659 289 1370 725 4049 2379 418 164 8092 1390 1285 1167 105 918 242
internal_count=4318164 1838026 1492179 29726 5000 24726 9377 1285 15349 13372 1257 864 275 1977 318 1659 289 1370 725 4049 2379 418 164 8092 1390 1285 1167 105 918 242
is_linear=0
shrinkage=0.1


Tree=3351
num_leaves=31
num_cat=0
split_feature=3 1 5 0 0 5 5 5 2 3 5 5 1 1 0 5 2 0 6 1 0 2 3 2 5 0 0 2 5 3
split_gain=6.2547e+11 2.85264e+12 3.28516e+12 2.72887e+12 6.3065e+12 5.2497e+12 7.06568e+12 9.85583e+12 4.62306e+12 2.85183e+12 1.38025e+13 3.11811e+13 3.82885e+13 2.49686e+13 2.43984e+13 1.75113e+13 1.64246e+13 4.39747e+13 4.09309e+13 1.56238e+13 1.84815e+13 1.78031e+13 1.92911e+13 1.83132e+13 2.25373e+13 1.56883e+13 1.53976e+13 1.38979e+13 1.26349e+13 1.24434e+13
threshold=28.500000000000004 82.945329900000004 45.610000000000007 59.939091550000008 60.017447350000005 107.05000000000001 58.755000000000003 44.905000000000008 11.500000000000002 30.500000000000004 77.715000000000018 62.995000000000012 55.912026600000011 37.417247200000006 56.791364150000007 142.05000000000004 15.500000000000002 55.664473600000008 1.5000000000000002 37.914142000000005 55.734663800000007 22.500000000000004 29.500000000000004 4.5000000000000009 70.00500000000001 55.719391050000006 56.791364150000007 12.500000000000002 69.015000000000015 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 -5 6 7 -6 -8 10 11 -2 13 -13 16 -16 17 -12 -19 20 25 22 23 -22 -25 28 -14 -24 -15 -30
right_child=1 2 -4 4 5 -7 8 -9 -10 -11 14 12 26 19 15 -17 -18 18 -20 -21 21 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=3.4341714317223211 -4045.7760287472988 -764.62230398995541 49108.577875000003 64172.366289062498 1927.9364525484752 53908.658242187499 -51214.727320075763 80128.735312500008 -1937.1949997287329 -90.934038399246418 27756.117259837964 -75360.793714488638 -36231.467247797817 60415.291031901041 8571.6286398005359 -83231.968678977282 -11442.579007056453 -51993.444549141219 -179774.48951612905 110483.610375 85383.605988581738 649.94899778204456 71525.079644590427 -20971.983540783898 82223.870501893951 -31651.356371670085 7509.4154079938617 172787.23790760871 -46638.218850806457 22071.468036937717
leaf_weight=4283289 4694 28 25 20 83 20 33 20 45 28095 54 22 149 72 374 22 217 131 31 25 65 59 33 59 33 61 175 23 31 176
leaf_count=4283289 4694 28 25 20 83 20 33 20 45 28095 54 22 149 72 374 22 217 131 31 25 65 59 33 59 33 61 175 23 31 176
internal_value=0 -421.779 22760.5 -457.063 10619.7 5291.08 -81.0295 17112.6 -22785.4 -527.812 -2414.39 -654.279 15540.7 29379.2 -14467.6 3471.43 -30873.8 -50395 -76445.4 32996.6 29831.2 49260.1 62724.9 44751.4 16043.9 14288.1 -12606 113115 24332.2 11781.6
internal_weight=0 34875 53 34822 221 201 181 103 78 34601 6506 5677 983 659 829 396 433 216 162 637 612 272 213 157 92 340 324 56 279 207
internal_count=4318164 34875 53 34822 221 201 181 103 78 34601 6506 5677 983 659 829 396 433 216 162 637 612 272 213 157 92 340 324 56 279 207
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=31
num_cat=0
split_feature=1 0 2 1 5 3 2 5 3 0 1 5 4 4 5 5 5 1 0 5 4 5 5 2 5 0 3 5 4 5
split_gain=5.94182e+11 2.79333e+12 6.2784e+12 5.48222e+12 8.55673e+12 4.60239e+12 8.68204e+12 4.12844e+12 4.04353e+12 1.15089e+13 6.92149e+12 1.52847e+13 8.4728e+12 6.78767e+12 7.40306e+12 2.11932e+13 6.46234e+12 6.10137e+12 2.81934e+13 6.47314e+12 1.37722e+13 1.20864e+13 6.43393e+12 8.41609e+12 8.32083e+12 6.06192e+12 1.12888e+13 7.68238e+12 8.65536e+12 1.24331e+13
threshold=83.000022850000008 52.056565900000003 20.500000000000004 86.192907650000009 85.020000000000024 8.5000000000000018 2.5000000000000004 45.985000000000007 4.5000000000000009 51.83362145000001 113.46563545000002 50.805000000000007 3.5000000000000004 3.5000000000000004 110.05000000000001 91.050000000000011 78.710000000000022 114.17164950000002 51.636650050000007 112.04500000000002 4.5000000000000009 110.05000000000001 120.05000000000001 8.5000000000000018 125.85000000000001 50.565831500000009 8.5000000000000018 34.010000000000012 1.5000000000000002 52.020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 9 13 -11 -12 16 -5 15 -15 -13 19 25 21 22 -10 23 -21 -24 27 -27 -19 -29 -30
right_child=1 -3 -4 8 -6 6 7 -9 17 10 11 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=13.953094659261811 6211.8298039089059 -152.19472279630406 50966.474687500006 2237.2376801827963 -36240.071058238638 73632.479525862072 37462.477294921875 1912.4033707599251 2093.9999414221215 -13395.496452860432 -10664.491947773309 13734.328100250246 63341.386258820567 3396.3277343750001 -14268.315998641307 134619.37798828125 -25757.499486265791 -10572.304321451824 -52812.065472583243 -23260.85094126506 57309.492650462969 71675.667781250013 36562.035801866317 -94124.443675595248 -15828.011015319826 1985.903646918403 -36349.580918223823 10580.508426742406 -10540.056246777975 3190.8734855716139
leaf_weight=3782924 1101 507334 25 1714 44 29 49 98 17151 1004 755 350 31 32 23 20 47 600 107 83 27 25 36 21 192 180 134 841 932 2255
leaf_count=3782924 1101 507334 25 1714 44 29 49 98 17151 1004 755 350 31 32 23 20 47 600 107 83 27 25 36 21 192 180 134 841 932 2255
internal_value=0 -98.6165 875.441 830.526 7118.15 8612.09 23627.4 13762.4 517.802 -2422.85 -7288.88 -2106.25 12990.6 3525.73 32972 53866.7 9058.97 1035.52 -2027.6 1917.5 -11372.3 2195.28 -16957.9 -37569.8 -7555.9 -928.059 -14373.8 -15.7925 1556.68 -824.573
internal_weight=0 535240 27906 27881 1321 1277 176 147 26560 3976 2187 1183 428 1789 75 52 397 22584 5049 17535 359 17176 332 104 228 4942 314 4628 4028 3187
internal_count=4318164 535240 27906 27881 1321 1277 176 147 26560 3976 2187 1183 428 1789 75 52 397 22584 5049 17535 359 17176 332 104 228 4942 314 4628 4028 3187
is_linear=0
shrinkage=0.1


Tree=3353
num_leaves=31
num_cat=0
split_feature=2 6 1 5 5 1 0 4 5 5 3 0 3 5 5 5 0 1 1 5 1 1 0 1 0 4 5 5 1 5
split_gain=5.77125e+11 4.52418e+12 7.26425e+12 1.11376e+13 2.67526e+13 2.06437e+13 2.01727e+13 2.0029e+13 1.83061e+13 1.01986e+13 9.64218e+12 9.44258e+12 8.59666e+12 1.05848e+13 1.52582e+13 3.37617e+13 1.59798e+13 3.14225e+13 1.56872e+13 1.50526e+13 1.60274e+13 1.49883e+13 1.29173e+13 2.16791e+13 1.43238e+13 1.16105e+13 9.449e+12 9.32523e+12 9.16679e+12 7.72371e+12
threshold=24.500000000000004 1.5000000000000002 60.58031445000001 72.705000000000013 77.715000000000018 60.628582700000003 55.02863030000001 3.5000000000000004 91.050000000000011 38.455000000000005 25.500000000000004 55.801980100000009 27.500000000000004 84.030000000000015 68.00500000000001 69.610000000000014 55.851332700000007 30.388336800000001 37.712318250000003 66.990000000000023 30.370618100000005 49.148175700000003 55.899899800000007 37.620907050000007 55.801980100000009 3.5000000000000004 101.05000000000001 78.710000000000022 44.005491150000005 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 -5 -6 8 -8 -7 11 -10 -3 13 14 19 -16 -17 27 -19 20 -11 22 23 24 -15 26 -24 -18 -20 -14
right_child=1 2 3 4 5 6 7 -9 10 12 -12 -13 29 21 15 16 17 18 28 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.413532937787263 337.74996153967385 -12867.656403103299 -3541.8803172718394 129260.7091517857 103171.62004076087 -28469.831624999999 196.43375093642982 -89515.250429687498 102142.44487792969 -34418.510723586311 19720.641490589493 11105.683044854526 -2591.6868804846795 -31824.497753906253 136103.31254882814 25671.592067999591 63703.25439453125 -94829.514021484385 30766.54599184783 -82745.288004032263 -5882.8120609813859 -81452.353770380432 25212.718421052632 -8956.2060117559922 -124391.62294642859 78767.220625000016 -49862.222109374998 -10051.200807291667 -56710.729468750003 41628.38623761433
leaf_weight=4299425 14098 225 539 21 23 25 146 30 40 252 22 609 1079 32 20 152 40 50 23 31 899 46 38 118 35 20 30 30 25 41
leaf_count=4299425 14098 225 539 21 23 25 146 30 40 252 22 609 1079 32 20 152 40 50 23 31 899 46 38 118 35 20 30 30 25 41
internal_value=0 -553.755 -3261.89 5117.47 20320.7 12321.6 4376.53 -15095.3 43767.9 -5129.85 72896 4638.06 -7881.1 -12083.8 -8612.41 10056.3 2178.32 -19077.5 -55628.7 -13982.4 -12130.4 -28646.3 -19748.6 -34750.9 -80180.5 11790.5 -7908.58 32094.2 -14794.5 -972.916
internal_weight=0 18739 4641 846 307 286 263 176 87 3795 62 834 2961 1841 1522 340 320 168 98 1182 1151 319 273 185 67 88 68 70 48 1120
internal_count=4318164 18739 4641 846 307 286 263 176 87 3795 62 834 2961 1841 1522 340 320 168 98 1182 1151 319 273 185 67 88 68 70 48 1120
is_linear=0
shrinkage=0.1


Tree=3354
num_leaves=31
num_cat=0
split_feature=5 4 0 0 0 3 2 1 0 1 4 1 2 3 2 1 3 0 3 1 4 0 0 0 0 1 0 2 1 1
split_gain=5.42837e+11 2.06173e+12 5.47391e+12 6.15843e+12 1.6017e+13 1.29471e+13 1.11814e+13 2.13247e+13 1.14643e+13 1.06285e+13 1.00295e+13 7.04547e+12 6.03709e+12 9.0815e+12 1.69181e+13 1.33202e+13 3.02449e+13 2.90035e+13 1.78572e+13 1.60903e+13 1.18644e+13 1.76665e+13 8.80999e+12 5.58646e+12 5.48795e+12 9.03417e+12 8.1131e+12 2.45753e+13 9.09176e+12 2.26656e+13
threshold=225.45000000000002 3.5000000000000004 55.91302515000001 55.046835900000012 55.014170500000006 21.500000000000004 2.5000000000000004 82.907204800000002 55.777112100000004 61.310823700000007 4.5000000000000009 49.177301950000007 14.500000000000002 5.5000000000000009 2.5000000000000004 65.520339550000017 7.5000000000000009 56.831297550000009 7.5000000000000009 39.826386800000009 4.5000000000000009 57.117834900000013 56.838612000000005 56.028355650000009 45.022371150000005 37.998366300000008 44.580511600000001 17.500000000000004 45.148007750000012 47.473138800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 24 6 -5 8 9 10 -8 -12 13 14 22 16 19 -18 -17 -15 -16 -22 -4 -20 25 -3 28 -28 -27 -30
right_child=1 2 12 5 -6 -7 7 -9 -10 -11 11 -13 -14 15 20 18 17 -19 23 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-1.1144400888693298 3427.77302870535 52780.204648437502 -75561.378630329011 78874.653216737701 -68692.087522977949 -51993.943245442708 14433.181928943453 111377.01427734375 52301.733806818185 22934.037405750365 -28072.752890625005 -111004.80148809525 28039.465613839289 57521.808371093757 -14383.783755580356 -77072.056615149457 -191927.17567934783 -42668.906614583335 -17001.822177734375 -62816.41750000001 122178.94537500001 8357.1707161458344 -8612.228720543033 47463.506564405492 3419.463202313078 10923.786476293104 -100000.8581028294 29928.649584960938 -107749.32975983797 3476.1840323464917
leaf_weight=4313902 2036 20 29 33 34 24 21 20 33 43 20 21 35 25 35 23 23 30 20 20 25 30 61 41 1299 116 37 24 27 57
leaf_count=4313902 2036 20 29 33 34 24 21 20 33 43 20 21 35 25 35 23 23 30 20 20 25 30 61 41 1299 116 37 24 27 57
internal_value=0 1128.01 -975.454 1334.88 -782.973 17233.5 25932.3 14874.7 888.853 -15269.5 -41765.5 -70550.1 -11619.3 -15453.7 472.947 -31205.3 -56251.8 -107441 -1984.4 4038.15 31130.6 60094.3 -30184.7 26327.3 678.362 -11993.1 -16956.6 -48881.1 -7219.65 -32274.9
internal_weight=0 4262 2226 1829 1614 215 191 158 138 105 62 41 397 362 180 182 98 53 84 45 90 55 90 61 1580 281 261 61 200 84
internal_count=4318164 4262 2226 1829 1614 215 191 158 138 105 62 41 397 362 180 182 98 53 84 45 90 55 90 61 1580 281 261 61 200 84
is_linear=0
shrinkage=0.1


Tree=3355
num_leaves=31
num_cat=0
split_feature=3 1 0 4 1 4 0 1 1 3 5 0 5 1 3 2 0 2 3 5 5 4 3 3 1 3 5 0 3 3
split_gain=5.25176e+11 3.47026e+12 8.48927e+12 9.66011e+12 9.14301e+12 6.20443e+12 3.25319e+12 7.74862e+12 6.71965e+12 2.66461e+13 1.53544e+13 1.22022e+13 1.5882e+13 9.05005e+12 2.6761e+13 2.02134e+13 1.32827e+13 1.16722e+13 1.00996e+13 1.66719e+13 1.45678e+13 2.7534e+13 1.31172e+13 1.28946e+13 9.73315e+12 2.95186e+13 1.29119e+13 9.19139e+12 9.1179e+12 8.36974e+12
threshold=27.500000000000004 82.91993380000001 55.025681450000008 2.5000000000000004 82.945329900000004 1.5000000000000002 55.885524800000006 37.214886200000009 60.601268000000012 28.500000000000004 50.005000000000003 56.782419000000012 65.50500000000001 60.611165000000007 29.500000000000004 22.500000000000004 56.852744000000008 19.500000000000004 31.500000000000004 64.020000000000024 80.815000000000012 3.5000000000000004 30.500000000000004 32.500000000000007 60.628582700000003 31.500000000000004 95.020000000000024 56.802385350000009 32.500000000000007 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -4 -3 7 -2 -8 10 -10 12 -11 14 15 17 18 -13 22 -20 23 28 27 -21 29 26 -26 -16 -22 -15
right_child=1 2 4 -5 -6 -7 8 -9 9 11 -12 13 -14 24 16 -17 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.2986452332756153 45415.079512746714 11000.72746691348 -69240.53459821429 61033.391062500006 -10679.674537470572 -38022.521256510423 -3797.5440031000103 227.05258665576076 18823.156162109375 -3424.5596066112957 141252.14791666667 -21730.225713045638 -38587.565550709362 -26309.54194657713 41963.526687155332 18494.379356060606 42751.806388620229 -85409.38957841981 18123.099553307373 -53776.812201704553 101473.92801724139 -37812.15108868634 61211.253839432567 15911.013242187501 45206.118457970253 -2683.339670918273 -9674.3605541087964 2679.7128167693941 16100.592753462357 -1828.9874552045549
leaf_weight=4279873 38 67 42 25 73 42 6477 27218 20 606 21 63 163 239 85 66 156 53 317 110 29 54 76 35 208 1397 54 199 22 336
leaf_count=4279873 38 67 42 25 73 42 6477 27218 20 606 21 63 163 239 85 66 156 53 317 110 29 54 76 35 208 1397 54 199 22 336
internal_value=0 -368.697 -12135.7 4969.68 -32067.1 -7888.96 -291.678 290.053 -1761.7 1298.45 81530.7 527.704 -10877.8 3034.38 9792.87 -25687.2 15755.4 -50825 11212.3 2895.17 -16413.9 11953.3 24311.7 -36955.6 -792.609 3093.33 33894.9 14437.2 64646.2 -12004.4
internal_weight=0 38291 249 134 115 109 38042 27256 10786 4309 41 4268 769 3499 1265 182 1083 116 927 567 250 105 360 145 2234 1659 262 284 51 575
internal_count=4318164 38291 249 134 115 109 38042 27256 10786 4309 41 4268 769 3499 1265 182 1083 116 927 567 250 105 360 145 2234 1659 262 284 51 575
is_linear=0
shrinkage=0.1


Tree=3356
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 3 3 0 4 5 0 3 1 0 1 1 2 4 0 5 1 3 5 0 1 1 1 1 1
split_gain=5.19658e+11 4.72783e+12 3.63569e+13 9.46744e+13 6.48876e+13 3.68412e+13 3.00909e+13 4.82841e+13 2.65247e+13 5.42351e+13 1.06073e+14 5.07517e+13 7.12139e+13 6.81194e+13 4.31212e+13 4.30778e+13 4.27182e+13 1.08662e+14 3.83555e+13 3.97061e+13 3.70806e+13 3.52984e+13 3.47812e+13 4.96924e+13 4.97856e+13 3.82259e+13 4.67706e+13 3.49129e+13 3.37388e+13 5.08319e+13
threshold=38.781124500000011 56.197733450000008 56.281985950000006 37.475443250000005 11.500000000000002 13.500000000000002 23.500000000000004 16.500000000000004 55.91302515000001 2.5000000000000004 84.030000000000015 55.946414150000003 4.5000000000000009 37.436176200000013 55.924336300000007 37.712318250000003 37.855187800000003 10.500000000000002 3.5000000000000004 56.028355650000009 87.00500000000001 37.944765900000007 7.5000000000000009 71.00500000000001 55.924336300000007 37.869926150000005 38.058342000000003 35.911716050000003 37.533784800000006 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 7 -7 -1 22 11 13 -13 -11 16 -14 20 -18 21 -20 -12 -16 23 25 -25 28 -27 -24 -10 -30
right_child=-2 2 -4 4 -6 6 -8 -9 9 10 14 12 15 -15 18 -17 17 -19 19 -21 -22 -23 27 24 -26 26 -28 -29 29 -31
leaf_value=18.24973565588963 -22.835110057428821 -13442.68479771298 -127.38000193926888 -22333.003967827437 -91626.245781250007 22222.993399708372 3276.6983512746556 117672.49976058467 6556.2577219451987 -30654.5383762212 -40061.800933159728 -15276.23009515509 29749.209316079039 8788.6426305629884 -21604.335062252045 12405.722760950639 3225.0779368769172 150732.30430772572 20138.526886974309 -44181.589813442894 10273.089699565162 21367.438992645413 80249.090374410385 158796.05252878289 29430.488093778516 15314.707638588603 -8087.3460060357384 -963.16566781342669 -37829.807283643269 -1980.003308832449
leaf_weight=770313 3012745 754 456551 1364 150 365 810 62 5068 491 180 572 3093 4045 2239 2667 163 72 556 116 783 209 53 38 137 4412 1059 43144 426 5527
leaf_count=770313 3012745 754 456551 1364 150 365 810 62 5068 491 180 572 3093 4045 2239 2667 163 72 556 116 783 209 53 38 137 4412 1059 43144 426 5527
internal_value=0 52.7006 -205.271 -10351.1 -29198.3 3980.63 14600.8 36082.2 193.092 1987.67 7325.02 12593 18376.9 4519.11 -5934.05 21718.8 10192.9 48418.8 -12126.4 9035.65 864.699 -17935.6 633.715 4514.21 57521.3 3951.74 10784.9 -863.523 559.671 -4545.44
internal_weight=0 1.30542e+06 460056 3505 1514 1991 1237 427 845363 75050 15186 10868 6332 4536 4318 5760 1198 235 3120 672 963 2448 59864 16667 175 16492 5471 43197 11021 5953
internal_count=4318164 1305419 460056 3505 1514 1991 1237 427 845363 75050 15186 10868 6332 4536 4318 5760 1198 235 3120 672 963 2448 59864 16667 175 16492 5471 43197 11021 5953
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=31
num_cat=0
split_feature=3 4 5 5 1 1 1 0 2 1 5 6 3 3 4 0 6 5 0 1 0 0 3 3 6 5 0 3 0 0
split_gain=5.78889e+11 4.99865e+12 1.41778e+13 2.74819e+13 2.0511e+13 3.607e+13 5.1561e+13 4.22767e+13 5.27094e+13 3.39773e+13 3.26865e+13 4.38138e+13 4.26652e+13 4.2075e+13 4.09054e+13 3.21218e+13 5.82698e+13 6.32842e+13 3.03762e+13 4.5935e+13 4.52442e+13 6.26144e+13 4.07114e+13 4.34722e+13 3.61944e+13 2.94023e+13 2.6828e+13 2.81037e+13 2.618e+13 2.14651e+13
threshold=9.5000000000000018 1.5000000000000002 57.005000000000003 56.005000000000003 30.160599000000001 30.305955500000003 30.315880100000005 59.932719750000011 3.5000000000000004 30.102666750000001 68.52500000000002 1.5000000000000002 8.5000000000000018 7.5000000000000009 1.0000000180025095e-35 59.853570100000006 1.5000000000000002 67.00500000000001 60.003414000000006 30.468306550000005 59.939091550000008 59.932719750000011 5.5000000000000009 7.5000000000000009 1.5000000000000002 68.00500000000001 54.708501450000007 5.5000000000000009 60.003414000000006 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 10 7 -7 -9 26 11 13 14 -6 -12 -11 -17 -18 20 -20 21 -8 25 -24 -25 -22 27 -4 -16 -28
right_child=-2 -3 4 -5 5 6 18 8 -10 15 12 -13 -14 -15 28 16 17 -19 19 -21 22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=204.56068814012448 33.048234858267143 -159.94373179818399 -85360.392031249998 16052.33896920977 115759.57721241919 174716.92521033657 -3961.2813115850522 124065.73804898649 -28687.748437500002 -21111.228378906249 109353.189453125 -64056.811409899441 118953.79325420673 -65353.975373641311 -42833.134125183104 -1903.7385211447011 287878.46920224145 75268.515531994053 -188583.15230654762 -25308.196862792971 41098.176086956526 -169189.38892663046 -118927.86296875001 -10542.617129281853 99146.237109375012 196314.87837101865 -39346.489361837637 39081.207622169961 42366.572647372166 18984.720589192711
leaf_weight=679090 2379540 1248542 20 1096 29 26 8165 37 58 40 24 289 26 23 200 46 21 42 21 96 23 23 20 65 56 26 184 196 44 96
leaf_count=679090 2379540 1248542 20 1096 29 26 8165 37 58 40 24 289 26 23 200 46 21 42 21 96 23 23 20 65 56 26 184 196 44 96
internal_value=0 -40.5647 175.424 230.097 -3582.42 -4784.54 -3089.38 61728.8 30805.7 13659.2 -27785.4 -48852 -3351.1 35651.7 -15216.5 55534.9 83662 146139 -4012.62 -54614 -3305.97 -4425.41 44935.8 17648 40222.5 123458 1079.61 27558.8 -27469.3 -19347.2
internal_weight=0 1.93862e+06 690082 680186 9896 9251 8616 121 95 645 635 341 294 52 268 149 109 63 8495 117 8378 8188 190 141 121 49 496 216 244 280
internal_count=4318164 1938624 690082 680186 9896 9251 8616 121 95 645 635 341 294 52 268 149 109 63 8495 117 8378 8188 190 141 121 49 496 216 244 280
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 1 6 0 0 1 2 3 0 3 3 1 3 3 1 5 3 3 2 3 0 0 3 0 0
split_gain=5.57568e+11 1.15128e+13 1.99919e+13 2.86708e+13 2.08642e+13 4.72563e+13 3.81598e+13 4.42086e+13 3.18692e+13 3.09641e+13 8.16537e+13 2.73254e+13 2.59273e+13 2.53435e+13 2.39425e+13 2.77551e+13 2.05336e+13 2.9068e+13 2.45576e+13 2.42849e+13 3.22629e+13 2.01577e+13 2.25628e+13 2.22457e+13 2.00728e+13 2.28327e+13 6.46798e+13 2.54016e+13 1.9936e+13 4.00307e+13
threshold=53.005000000000003 53.995000000000012 59.982527000000012 59.896318000000008 37.516458750000005 37.597123000000003 37.436176200000013 1.5000000000000002 56.028355650000009 55.745923000000012 37.503486000000002 7.5000000000000009 13.500000000000002 55.628356700000005 25.500000000000004 22.500000000000004 37.533784800000006 24.500000000000004 16.500000000000004 37.582182450000005 53.385000000000012 7.5000000000000009 25.500000000000004 4.5000000000000009 19.500000000000004 55.777112100000004 55.719391050000006 12.500000000000002 55.719391050000006 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 11 28 8 9 13 14 24 -13 -8 15 -11 -14 18 -18 20 -20 23 -23 -5 25 26 -6 -27 -2 -30
right_child=1 -3 -4 21 5 -7 7 -9 -10 10 -12 12 16 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-30.068617052814258 -8680.6393427747662 11.866294807160996 -8172.9488994107996 29469.006788644852 37638.948970489502 2358.0104784637192 -22664.498245568673 8908.3863946444744 64586.153860294122 -43092.844130527832 -223398.37210648149 -64425.947632998512 -38803.539234240299 89516.138169642858 10841.034344846812 -133971.15142446666 -9757.7422520228793 -23359.29159375 75926.548718373713 111454.56234375002 -496.74291643415182 7302.7775795244352 56763.232649739592 111296.32730189733 97328.942336309527 -55365.426432999317 224300.05264136905 34712.749763831314 50295.00741800743 3249.8937237907244
leaf_weight=2539783 1103 1752242 1758 159 160 17797 491 414 34 243 27 42 58 21 67 39 84 100 109 55 112 963 102 42 63 46 21 98 202 1729
leaf_count=2539783 1103 1752242 1758 159 160 17797 491 414 34 243 27 42 58 21 67 39 84 100 109 55 112 963 102 42 63 46 21 98 202 1729
internal_value=0 42.9423 2126.14 2868.76 2066.22 3516.84 -4156.15 -18238.2 -30427.7 -34065.6 -55856 25271.7 11139.8 -18063.3 -42894.2 -55661.1 17266.7 24336.5 37585.3 51994.1 37196.2 17521.7 12039.8 46567.3 45668.3 35654.1 59295.8 5937.78 2044.8 8171.24
internal_weight=0 1.77838e+06 26139 24381 23115 18745 4370 1336 922 888 376 948 560 512 349 282 518 460 360 276 221 1266 1065 201 388 325 181 144 3034 1931
internal_count=4318164 1778381 26139 24381 23115 18745 4370 1336 922 888 376 948 560 512 349 282 518 460 360 276 221 1266 1065 201 388 325 181 144 3034 1931
is_linear=0
shrinkage=0.1


Tree=3359
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 6 6 0 5 0 0 1 1 3 5 0 4 3 1 0 3 2 2 4 1 1 0 0 3 1
split_gain=5.17675e+11 4.33171e+12 2.13956e+13 2.58237e+13 2.43137e+13 3.52597e+13 2.58304e+13 2.47591e+13 2.35509e+13 2.70852e+13 7.90754e+13 3.92879e+13 3.91392e+13 3.9327e+13 3.87696e+13 3.69435e+13 4.01182e+13 4.98464e+13 7.74644e+13 1.09516e+14 5.82354e+13 3.59028e+13 3.44741e+13 4.67696e+13 4.61568e+13 4.21267e+13 4.14064e+13 3.36118e+13 3.26759e+13 3.19214e+13
threshold=55.405000000000008 59.245000000000012 37.971176850000006 39.630124250000001 7.5000000000000009 1.5000000000000002 1.5000000000000002 55.061033200000004 56.205000000000005 55.601678500000013 55.645049100000001 37.597123000000003 37.503486000000002 24.500000000000004 57.705000000000005 55.86787755000001 2.5000000000000004 5.5000000000000009 37.533784800000006 55.793358600000012 14.500000000000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 37.620907050000007 37.597123000000003 55.784980300000008 55.518428350000008 22.500000000000004 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 6 -6 -5 -8 -2 11 14 12 -10 27 -11 16 17 18 -12 21 22 -20 24 26 25 -19 -24 -14 29 -18
right_child=1 -3 3 4 5 -7 7 -9 9 10 15 -13 13 -15 -16 -17 28 20 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-27.048540557708339 2048.0258995399263 -36.136012832308552 3521.9133082391195 -6946.6857317946578 1102.4610085519723 -1933.7641810319176 558.54999447829766 4913.4991640605358 -6017.9660376321044 3592.0002673229556 4447.7362884160757 -15067.055423786762 3582.8202942537009 -13986.603803558352 26666.054158300238 156.5411885331888 -26248.006757884461 -20527.54976819627 -99227.83340871711 -107422.26314599838 -5376.8461178572543 6364.1878545245854 -6674.4334924768527 20297.171444845706 30712.746453598487 -129011.03014005336 -158343.74441550928 35473.841822775459 39961.487341059474 -2762.5833924079338
leaf_weight=2681621 18656 1314948 31245 2895 89511 66786 25855 26369 6910 1470 423 3557 665 480 1443 28982 1832 282 38 213 9907 211 54 1977 165 41 27 657 98 846
leaf_count=2681621 18656 1314948 31245 2895 89511 66786 25855 26369 6910 1470 423 3557 665 480 1443 28982 1832 282 38 213 9907 211 54 1977 165 41 27 657 98 846
internal_value=0 44.3214 373.298 838.499 441.919 -194.924 2247.77 2757.46 -1056.83 -2017.78 -946.19 -6210.97 -2595.14 10530.1 15022.1 -1977.67 -5816.18 -3539.86 -26471.6 -54780.9 -1910.16 -9750.26 11579.4 17245.8 -12316.8 -34297.9 -57230.9 19431.8 -16753.3 -18828.8
internal_weight=0 1.63654e+06 321595 242661 211416 156297 55119 52224 78934 60278 48009 12269 8712 1802 2913 45096 16114 13338 885 462 12453 249 2546 2058 488 323 81 1322 2776 2678
internal_count=4318164 1636543 321595 242661 211416 156297 55119 52224 78934 60278 48009 12269 8712 1802 2913 45096 16114 13338 885 462 12453 249 2546 2058 488 323 81 1322 2776 2678
is_linear=0
shrinkage=0.1


Tree=3360
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 0 0 2 0 5 3 0 6 4 5 5 0 5 2 3 5 2 3 4 0 3 2 5 3 3
split_gain=5.45454e+11 1.09413e+13 7.9654e+13 2.06678e+14 9.61749e+13 9.28226e+13 1.72526e+14 8.09292e+13 1.09363e+14 9.53268e+13 9.02376e+13 7.64945e+13 9.76521e+13 7.64887e+13 2.27846e+14 2.97528e+14 6.44787e+13 1.45333e+14 8.89385e+13 6.61328e+13 1.13443e+14 1.18558e+14 6.95288e+13 6.46674e+13 6.23032e+13 6.16031e+13 5.77522e+13 5.68958e+13 5.21752e+13 1.08187e+14
threshold=37.559851850000008 37.582182450000005 55.784980300000008 1.5000000000000002 14.500000000000002 55.806974650000008 55.885524800000006 2.5000000000000004 55.885524800000006 85.91500000000002 5.5000000000000009 55.695992150000002 1.5000000000000002 2.5000000000000004 58.995000000000012 55.990000000000002 55.762622900000004 66.50500000000001 6.5000000000000009 8.5000000000000018 49.995000000000012 6.5000000000000009 9.5000000000000018 2.5000000000000004 55.769960200000007 18.500000000000004 6.5000000000000009 44.410000000000004 19.500000000000004 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 26 -7 10 9 27 13 -2 -13 -5 15 -15 17 19 -19 23 -21 22 -22 -14 -18 -6 -4 -9 -27 -30
right_child=1 -3 3 7 25 6 -8 8 -10 -11 -12 12 16 14 -16 -17 24 18 -20 20 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=73.379247732177973 -1431.4959524063415 -5.144362916255818 68177.890993374211 9939.3823754821933 -20372.900199722091 -256990.59457031253 144599.27296195654 -26522.085608365203 7904.214086254764 65357.750163143384 -21015.016085721323 -55328.409361315687 17948.036490490365 -20206.081001420458 -16393.27118865537 463959.43583333335 -26282.795033677045 -6463.290948660715 -209921.73404737902 117990.51260843436 -12726.6826171875 138666.04931344697 -244154.05505952379 121280.90044014085 28077.373311866555 57461.604649845714 195983.17576293947 -55882.342289354303 -52254.745320402144 32995.81226290721
leaf_weight=820518 7713 3481433 79 401 454 20 23 1234 611 85 908 157 412 22 71 30 340 70 31 299 34 33 21 71 555 319 64 1419 207 530
leaf_count=820518 7713 3481433 79 401 454 20 23 1234 611 85 908 157 412 22 71 30 340 70 31 299 34 33 21 71 555 319 64 1419 207 530
internal_value=0 -17.2141 -2608.97 -11202.6 18789.5 86639.5 -42186.7 -21841.9 -30349.5 -38886 -1945.26 3108.04 20415.7 31099.3 100084 259120 26788.6 44635.2 -68910.9 57816.9 88618.1 -11181.4 -101090 33137.8 7426.58 10431.8 125377 -42225.9 23675.5 9051.63
internal_weight=0 3.49765e+06 16213 6477 1696 186 43 4781 3349 2738 1432 9736 2023 524 123 52 1866 971 101 870 387 88 55 483 895 1510 143 2653 1056 737
internal_count=4318164 3497646 16213 6477 1696 186 43 4781 3349 2738 1432 9736 2023 524 123 52 1866 971 101 870 387 88 55 483 895 1510 143 2653 1056 737
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 1 0 5 5 3 1 5 0 5 1 5 3 5 3 3 1 3 5 2 3 3 3 5 5 1
split_gain=5.45352e+11 4.70613e+12 1.3415e+13 4.08247e+13 4.49083e+13 3.42613e+13 6.92541e+13 3.08989e+13 3.71271e+13 2.90705e+13 3.44352e+13 4.404e+13 3.77071e+13 5.61583e+13 3.5673e+13 4.56613e+13 3.83261e+13 3.52997e+13 2.89283e+13 2.87493e+13 4.96209e+13 4.45977e+13 3.9915e+13 3.0547e+13 5.54252e+13 2.75081e+13 2.95917e+13 2.64744e+13 2.63698e+13 2.5186e+13
threshold=5.5000000000000009 60.017447350000005 59.950068600000009 30.468306550000005 59.982527000000012 30.332994000000003 59.982527000000012 57.405000000000008 114.05000000000001 11.500000000000002 30.362552800000003 102.01000000000001 59.990816400000007 62.995000000000012 30.370618100000005 81.00500000000001 15.500000000000002 61.845000000000006 10.500000000000002 8.5000000000000018 30.370618100000005 6.5000000000000009 83.010000000000005 3.5000000000000004 13.500000000000002 13.500000000000002 20.500000000000004 87.395000000000024 79.010000000000005 30.370618100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 19 18 11 -11 13 -12 -15 16 -16 25 27 20 21 -9 -21 24 -24 -14 -27 28 -8 -25
right_child=-2 -3 3 4 -6 6 9 8 -10 10 12 -13 17 14 15 -17 -18 -19 -20 22 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-25.043908376840804 41.281070646898257 721.68381451540017 -38.000578000155365 21266.036817716376 -6451.3965870372886 -7791.5834768652248 -4877.3558437889169 -57554.917672384508 19739.161394750292 33595.36145183153 1258.2819502128777 -113877.19668898812 26907.212131402724 -79109.834617820947 -113463.23204230543 55249.09114990235 -3541.7636965981019 46187.574888983618 -53080.17801965429 -25000.809338247447 -16301.54775468727 -201370.74183084239 -65447.621532799589 73523.854080636156 22269.906164225031 -16218.53930923235 58906.781442002117 39264.601649876648 -63684.451172188012 3509.2777691876454
leaf_weight=2359704 1838026 80461 21175 1517 951 4980 3401 345 214 567 2309 21 399 148 53 64 79 307 127 1625 422 23 121 98 178 471 59 133 78 108
leaf_count=2359704 1838026 80461 21175 1517 951 4980 3401 345 214 567 2309 21 399 148 53 64 79 307 127 1625 422 23 121 98 178 471 59 133 78 108
internal_value=0 -30.5933 -55.8171 -1872.44 10585.6 -2692.23 -6133.96 -12687 -20465.9 337.722 5773.73 28328.5 2363.55 -4357.44 -42051.3 -14068.4 -47676.9 16789.8 -6171.24 -23412.4 -39705.4 -66543.4 -17369.5 7186.58 -13227.8 7074.86 -7855.53 -4521.89 -6195.82 36817.2
internal_weight=0 2.48014e+06 2.39968e+06 39973 2468 37505 16330 8114 3134 8216 4477 588 3889 2653 344 196 132 1236 3739 2920 790 368 2130 505 299 929 530 3612 3479 206
internal_count=4318164 2480138 2399677 39973 2468 37505 16330 8114 3134 8216 4477 588 3889 2653 344 196 132 1236 3739 2920 790 368 2130 505 299 929 530 3612 3479 206
is_linear=0
shrinkage=0.1


Tree=3362
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 1 5 5 3 3 4 5 5 3 5 4 2 1 5 4 0 3 1 3 3 3 2 2 0 0
split_gain=5.47266e+11 4.70516e+12 6.12554e+12 1.0036e+13 9.04088e+12 1.02671e+13 6.25945e+12 6.13958e+12 5.58509e+12 9.59107e+12 6.1192e+12 6.76349e+12 5.26111e+12 4.53524e+12 4.43101e+12 5.16572e+12 5.04308e+12 4.41979e+12 1.7732e+13 3.2855e+13 3.60339e+13 5.02869e+13 5.43381e+13 4.17923e+13 8.68831e+13 3.15059e+13 3.10405e+13 4.12876e+13 2.92814e+13 3.58076e+13
threshold=38.781124500000011 63.563300600000012 33.101335500000005 87.395000000000024 8.5000000000000018 34.359746700000009 48.035000000000004 60.310000000000009 4.5000000000000009 3.5000000000000004 2.5000000000000004 41.005000000000003 63.005000000000003 2.5000000000000004 47.005000000000003 1.5000000000000002 3.5000000000000004 38.975980350000007 63.455000000000005 2.5000000000000004 45.022371150000005 20.500000000000004 38.950530550000003 11.500000000000002 6.5000000000000009 16.500000000000004 5.5000000000000009 8.5000000000000018 58.049540950000008 55.795550600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -4 -6 9 10 11 -3 -12 -7 15 -10 -16 18 -2 20 21 22 -20 24 -24 -25 -27 -28 29 -22
right_child=17 2 4 -5 7 13 -8 -9 14 -11 12 -13 -14 -15 16 -17 -18 -19 19 -21 28 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=60.897477985214181 -1372.8760829314524 -22674.013487413195 -13791.961736407406 66511.734018342395 2388.1058863963895 21611.771877750882 -36762.210109331034 55197.042682756699 4364.2803697289883 -69993.579849137939 -69821.894345238092 43939.956707589292 1842.8855273437503 -7104.7021850585943 24869.000438628325 -25238.193913285453 386.99205222105371 1.58359533035101 -15084.001028425142 -1239.1561692157848 3387.5127159690801 -28239.35248053135 -17475.171962376648 15789.936792384697 170343.4339104353 152045.37491071431 -57829.958203125003 71443.511106240418 -59979.921104600704 50403.017853583362
leaf_weight=1303739 87753 27 271 23 103 71 211 28 161 29 21 35 20 244 148 93 195 2889473 177 21098 13228 156 38 311 70 35 30 140 72 164
leaf_count=1303739 87753 27 271 23 103 71 211 28 161 29 21 35 20 244 148 93 195 2889473 177 21098 13228 156 38 311 70 35 30 140 72 164
internal_value=0 54.0824 -5234.67 1473.17 -10670.3 -14672 -23847.4 13675.5 -578.797 -19193.3 -4890.31 14930.6 -34863.5 -632.1 3536.97 -6474.42 10950.7 -23.4338 -609.838 1275.32 4954.01 23703.5 33819.7 47691.4 104259 35851.6 66286.7 48630.5 3621.33 3963.27
internal_weight=0 1.30542e+06 1680 752 928 797 482 131 729 132 103 62 41 315 597 254 343 3.01274e+06 123272 35519 14421 957 801 624 108 516 205 170 13464 13392
internal_count=4318164 1305419 1680 752 928 797 482 131 729 132 103 62 41 315 597 254 343 3012745 123272 35519 14421 957 801 624 108 516 205 170 13464 13392
is_linear=0
shrinkage=0.1


Tree=3363
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 5 5 3 5 5 5 5 5 3 2 2 2 2 3 3 1 3 0 0 1 5 6 5 4 0
split_gain=5.76085e+11 4.54961e+12 3.79801e+13 2.17125e+13 1.82741e+13 3.32354e+13 3.5624e+13 4.02813e+13 2.86778e+13 2.12797e+13 2.73902e+13 2.45536e+13 3.51422e+13 2.10097e+13 2.99166e+13 1.52389e+13 1.47744e+13 3.18984e+13 1.48771e+13 1.35144e+13 2.30649e+13 2.29666e+13 3.70186e+13 4.50417e+13 9.08657e+13 7.04409e+13 6.34408e+13 4.15928e+13 3.68356e+13 3.54935e+13
threshold=54.942865800000007 36.761894450000007 37.275078000000001 54.940316550000006 36.585378200000001 132.05000000000004 128.92000000000004 13.500000000000002 137.05000000000004 74.010000000000005 73.405000000000015 118.33500000000002 110.05000000000001 12.500000000000002 6.5000000000000009 5.5000000000000009 8.5000000000000018 6.5000000000000009 16.500000000000004 9.5000000000000018 20.507360500000004 8.5000000000000018 54.736324100000012 54.708501450000007 33.101335500000005 68.00500000000001 1.5000000000000002 68.00500000000001 1.5000000000000002 53.204054050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 19 6 9 -8 -7 10 -6 12 -11 14 15 -10 17 -13 -18 20 -1 -22 23 24 26 -25 27 -23 -27 -26
right_child=-2 2 -4 -5 5 8 7 -9 13 11 -12 16 -14 -15 -16 -17 18 -19 -20 -21 21 22 -24 25 29 28 -28 -29 -30 -31
leaf_value=-2325.5771665257967 -24.810280926710078 -14762.321978626316 30.325586900749443 38957.619648568587 3808.8261944064639 -146192.82261904763 7550.6008129222973 160765.22089843752 557.45210700757582 15651.952591196696 -53190.181888172243 -28126.161072358631 75122.749095538849 -69312.652793961868 66507.98409722223 -105477.57235054349 -115225.9734654018 112396.42887695314 -2302.1941406250003 -1274.2366399051391 714.71701471141171 -39413.197905622212 -19818.417648550181 7595.1336743322336 4701.179602045373 -11515.362393851903 -2026.5241034613716 -124873.70921223958 56424.015591785523 24108.80768233745
leaf_weight=10573 2954816 1738 1288875 149 4281 21 37 32 33 1392 86 84 107 59 45 23 28 20 20 30833 14684 140 494 1234 6207 92 252 96 602 1111
leaf_count=10573 2954816 1738 1288875 149 4281 21 37 32 33 1392 86 84 107 59 45 23 28 20 20 30833 14684 140 494 1234 6207 92 252 96 602 1111
internal_value=0 53.7719 10.4051 823.274 744.994 5906.11 7161.77 78606.7 -36321.7 6342.61 2686.34 16013.7 19897 -21901.1 5794.76 -42992.6 -22283.2 -1102.59 -68174.4 257.195 1587.86 3248.78 6886.84 8242.13 4861.48 21929.6 -36918.9 -74176.8 47417.6 7647.6
internal_weight=0 1.36335e+06 1.29061e+06 72735 72586 6268 6087 69 181 6018 4367 1651 1499 160 101 56 152 104 48 66318 35485 24912 10228 9734 7806 1928 488 236 694 7318
internal_count=4318164 1363348 1290613 72735 72586 6268 6087 69 181 6018 4367 1651 1499 160 101 56 152 104 48 66318 35485 24912 10228 9734 7806 1928 488 236 694 7318
is_linear=0
shrinkage=0.1


Tree=3364
num_leaves=31
num_cat=0
split_feature=0 1 3 5 5 3 1 2 5 1 4 5 2 3 2 1 5 1 2 5 6 5 4 5 1 1 5 5 3 5
split_gain=5.10228e+11 1.96084e+12 4.7194e+12 4.82833e+12 1.5881e+13 1.0639e+13 1.95519e+13 1.51256e+13 6.51333e+12 1.10678e+13 5.91641e+12 8.24547e+12 6.43803e+12 7.67688e+12 1.50929e+13 1.2989e+13 9.23894e+12 2.11748e+13 2.47927e+13 1.54825e+13 8.08876e+12 1.23571e+13 1.07713e+13 8.8282e+12 8.46329e+12 7.10892e+12 7.4368e+12 2.99602e+13 6.8563e+12 8.43801e+12
threshold=43.056445700000005 47.473138800000008 15.500000000000002 150.04500000000004 161.85000000000002 4.5000000000000009 46.037218400000008 6.5000000000000009 177.02500000000003 44.660994650000006 4.5000000000000009 103.45000000000002 8.5000000000000018 8.5000000000000018 6.5000000000000009 47.282206100000003 118.33500000000002 47.282206100000003 5.5000000000000009 116.06000000000002 1.5000000000000002 64.020000000000024 1.5000000000000002 67.00500000000001 47.282206100000003 44.660994650000006 85.91500000000002 86.02500000000002 11.500000000000002 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 -6 7 8 -7 -10 12 -12 13 14 20 -16 19 -18 -19 -15 23 -22 -23 24 -1 -24 -27 -28 29 -14
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 11 -13 28 16 15 -17 17 18 -20 -21 21 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=4313.2900654103332 -2.980009631538818 956.10212312013721 -16272.56174469793 -80364.397485351568 55305.505724158655 -59813.031392045465 -76821.171642736488 75605.977875000011 -50245.689096467395 38560.018229166672 -6582.0591382575767 63092.014709821429 -12628.973887631415 4157.543099310672 -5.1942830961044528 -56632.754108001376 3163.1067968750003 165984.75982142857 12322.565252976192 -74893.28621875 926.67856039912647 -48106.547268415183 1756.6195573395373 12031.926392338901 -16008.130977208508 -6607.06614112242 -98513.758672706128 -13393.498467023983 5987.8583715368204 -78790.285937500012
leaf_weight=693 4285952 21270 191 32 26 22 37 25 23 36 33 35 533 2763 73 91 90 21 21 25 3032 70 510 894 291 748 47 344 216 20
leaf_count=693 4285952 21270 191 32 26 22 37 25 23 36 33 35 533 2763 73 91 90 21 21 25 3032 70 510 894 291 748 47 344 216 20
internal_value=0 396.504 -691.292 -414.478 -15767.8 -3536.49 -14235 7611.06 -13375 3940.84 -121.965 29279.6 -312.702 384.632 -1458.58 -31426.6 4672.63 30523.7 89153.7 3448.69 -717.182 -2913.38 -9686.55 4838.81 -1696.4 -8055.62 -12449.2 -23625.3 -9120.51 -15021.8
internal_weight=0 32212 10942 10751 201 169 143 106 81 59 10550 68 10482 9713 6793 164 2920 132 42 2788 6629 4751 1719 1878 984 1649 1139 391 769 553
internal_count=4318164 32212 10942 10751 201 169 143 106 81 59 10550 68 10482 9713 6793 164 2920 132 42 2788 6629 4751 1719 1878 984 1649 1139 391 769 553
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=31
num_cat=0
split_feature=0 4 5 5 3 3 0 1 6 1 1 3 1 5 5 3 5 3 5 2 3 2 3 3 3 2 1 1 3 5
split_gain=4.83564e+11 8.4752e+12 1.76674e+13 2.88812e+13 3.54206e+13 3.15199e+13 3.08301e+13 6.5701e+13 5.42502e+13 3.23372e+13 4.63641e+13 2.02923e+13 2.29909e+13 2.63622e+13 2.10598e+13 2.64873e+13 2.02403e+13 2.08185e+13 1.76965e+13 1.76953e+13 3.16865e+13 4.05478e+13 3.70351e+13 2.43903e+13 3.09326e+13 3.86879e+13 1.6339e+13 3.36686e+13 1.62961e+13 3.50906e+13
threshold=43.642715500000008 2.5000000000000004 71.715000000000018 61.020000000000003 20.500000000000004 14.500000000000002 43.592450450000008 39.753614400000011 1.5000000000000002 39.753614400000011 39.767857750000005 12.500000000000002 39.863684800000009 53.995000000000012 54.990000000000002 6.5000000000000009 56.835000000000008 5.5000000000000009 57.705000000000005 3.5000000000000004 3.5000000000000004 2.5000000000000004 5.5000000000000009 7.5000000000000009 10.500000000000002 5.5000000000000009 39.726951800000002 39.753614400000011 16.500000000000004 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 9 8 -8 19 -11 12 13 -3 -15 16 17 -16 -14 20 -5 22 -22 -21 -25 -26 -17 -28 -4 -30
right_child=-2 2 28 6 -6 -7 7 -9 -10 10 -12 -13 18 14 15 26 -18 -19 -20 23 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-757.82228196095957 5.0972119680894155 1674.8718088864666 -1231.3733172881016 -65126.272873263893 107418.09221443965 -66776.598823051943 -109924.83987926136 -43089.830918158375 50345.688584946147 107579.98239746095 8674.4273286079006 72667.101117621525 -6108.1982664166744 -102596.96303353659 33219.594784142835 -26763.496629050929 -61815.509812397213 -84430.637090773816 12764.47642406995 -75681.269882611159 30194.457203851747 100798.03089192709 -85301.638948170745 81523.266648706907 -153207.90965909092 -5112.128230337079 112368.0785044643 -39576.068798828128 45205.255249935173 1181.8973355136075
leaf_weight=73369 4220249 387 15704 54 29 77 22 103 528 48 3766 36 1044 41 53 54 190 21 948 97 86 48 41 29 22 89 35 25 241 728
leaf_count=73369 4220249 387 15704 54 29 77 22 103 528 48 3766 36 1044 41 53 54 190 21 948 97 86 48 41 29 22 89 35 25 241 728
internal_value=0 -219.696 1388.79 5292.99 -2552.48 -3648.03 9968.79 30208.2 43934.9 6880.87 9919.17 -1932.82 -2892.65 -17143.2 -34524 -27140.5 -44535.4 -167.633 2873.38 -17986.3 1837.74 22500.9 -7091.68 -37141.2 -10438.4 -34464.4 13142.6 49058 -454.783 12130.9
internal_weight=0 97915 24546 7873 2940 2911 4933 653 550 4280 3814 2834 2798 806 419 378 264 74 1992 466 229 175 127 237 140 111 114 60 16673 969
internal_count=4318164 97915 24546 7873 2940 2911 4933 653 550 4280 3814 2834 2798 806 419 378 264 74 1992 466 229 175 127 237 140 111 114 60 16673 969
is_linear=0
shrinkage=0.1


Tree=3366
num_leaves=31
num_cat=0
split_feature=5 2 1 1 0 0 0 5 5 3 3 3 3 5 1 3 0 0 3 0 2 3 5 5 5 1 1 2 2 3
split_gain=4.98424e+11 7.12412e+12 2.73976e+13 4.9231e+13 4.83053e+13 6.62611e+13 5.41522e+13 5.23174e+13 9.01977e+13 6.3747e+13 4.78766e+13 4.30934e+13 3.3521e+13 3.18075e+13 3.12385e+13 3.10528e+13 3.82517e+13 2.66097e+13 3.08215e+13 2.94012e+13 2.93333e+13 2.74519e+13 2.43921e+13 2.24261e+13 2.21873e+13 3.47214e+13 3.4621e+13 4.67927e+13 2.28933e+13 2.96563e+13
threshold=68.00500000000001 2.5000000000000004 37.66934650000001 37.620907050000007 55.769960200000007 55.820531900000013 55.751981950000008 81.910000000000011 78.010000000000005 15.500000000000002 8.5000000000000018 16.500000000000004 14.500000000000002 77.715000000000018 37.767735350000002 9.5000000000000018 55.91302515000001 55.535913550000011 4.5000000000000009 55.68356880000001 1.5000000000000002 11.500000000000002 79.730000000000018 72.705000000000013 77.00500000000001 37.737121850000008 37.726745000000001 1.5000000000000002 1.5000000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 10 17 8 11 -9 13 12 -7 23 15 -4 24 18 -5 21 -20 22 -19 -6 25 26 -17 -28 29 -27
right_child=1 -3 14 4 5 7 -8 9 -10 -11 -12 -13 -14 -15 -16 16 -18 19 20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=15.705064102073544 1149.7438464443708 85.2481830283471 -23374.167774223304 -38025.306347656253 156738.04453124999 264.53890540081522 -124264.76298828126 20337.334790826615 -212534.22860863098 204434.55405092594 47496.636550315365 78949.694417613646 -144028.61592261906 211018.33254573174 -1133.6516910226451 -18692.511562958211 45954.823330605999 -129236.70939453127 32265.0926640625 27378.884813290551 185453.37601562502 11101.701039832747 -16584.732991976354 16960.145028409093 3708.6074780660965 -30592.710218394888 137405.52501055744 -7516.8691894531257 -26705.008661975604 -143696.03140943879
leaf_weight=3557887 36479 599150 1268 20 24 69 32 62 21 27 109 55 21 41 120871 341 148 40 25 168 25 71 37 22 819 44 37 56 146 49
leaf_count=3557887 36479 599150 1268 20 24 69 32 62 21 27 109 55 21 41 120871 341 148 40 25 168 25 71 37 22 819 44 37 56 146 49
internal_value=0 -73.4954 -663.783 1710.11 25233.4 47931.3 743.428 14326.7 -18839.4 76187.1 91651.6 9213 -33403.9 146972 -1380.06 -11622.1 -2535.69 11106.8 66892.2 -1250.73 108859 -33749.2 -75105.2 89887.7 -7345.75 -20798.2 -3942.6 50140.4 -51406.3 -90184.8
internal_weight=0 760277 161127 37348 869 451 418 255 166 89 196 145 90 87 123779 2908 1640 386 70 316 50 148 77 46 1492 673 434 93 239 93
internal_count=4318164 760277 161127 37348 869 451 418 255 166 89 196 145 90 87 123779 2908 1640 386 70 316 50 148 77 46 1492 673 434 93 239 93
is_linear=0
shrinkage=0.1


Tree=3367
num_leaves=31
num_cat=0
split_feature=0 0 4 1 5 5 5 1 5 5 5 3 4 2 1 0 1 0 1 6 4 0 3 0 0 5 1 5 2 5
split_gain=5.05613e+11 4.12467e+12 7.46976e+12 7.50106e+12 6.67266e+12 2.13351e+13 1.24585e+13 1.27013e+13 1.15596e+13 1.2786e+13 3.56445e+13 3.44867e+13 1.07632e+13 1.16475e+13 1.42871e+13 3.11954e+13 1.46932e+13 1.28732e+13 1.66629e+13 1.06448e+13 1.06912e+13 1.03317e+13 1.02962e+13 1.03457e+13 1.06499e+13 1.05825e+13 9.89758e+12 1.10694e+13 1.22503e+13 1.34058e+13
threshold=54.942865800000007 54.947737500000009 1.0000000180025095e-35 83.140147550000009 61.020000000000003 59.810000000000009 87.00500000000001 82.967723800000016 73.405000000000015 63.145000000000003 63.805000000000007 16.500000000000004 2.5000000000000004 2.5000000000000004 82.97193200000001 54.947152850000002 82.958618050000013 54.946533000000009 82.970752000000019 1.5000000000000002 2.5000000000000004 54.943968150000011 10.500000000000002 54.944759500000011 54.945175000000006 87.395000000000024 82.967723800000016 41.810000000000009 15.500000000000002 56.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 8 19 9 11 -11 -6 26 17 15 16 -15 18 -14 20 -8 -12 23 -9 25 -25 -4 -28 -29 -30
right_child=1 -3 3 -5 6 -7 7 22 -10 10 21 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=50.375720521875721 900.78160644709521 4.6528451517415936 -108.24189713701531 25124.432481700453 -6298.220977972398 31976.459000570467 -39253.563035102743 -19570.145958449721 -7947.6771787811267 34795.87826110232 -13115.437621360843 33917.405455100321 3932.9905303836335 -6311.2315171457403 -4507.6228904320214 77670.665010439116 7432.8727259523557 -2909.4581016300613 28997.855984831207 -14348.886953731144 -670.97479733194598 978.32725484047432 -50325.544196428578 11267.834303718068 3220.0582658276712 45922.778850446426 -678.12670311546344 -5213.5834490096604 28543.395310320178 -1093.5105148538419
leaf_weight=1363348 29787 2798789 58093 111 6936 202 73 179 4978 301 585 220 514 1057 2720 58 2945 477 548 725 4441 4691 35 548 4751 105 17626 12618 224 479
leaf_count=1363348 29787 2798789 58093 111 6936 202 73 179 4978 301 585 220 514 1057 2720 58 2945 477 548 725 4441 4691 35 548 4751 105 17626 12618 224 479
internal_value=0 -23.2433 -523.64 -859.74 -882.607 -489.017 -2226.73 440.495 -3861.77 -2264.37 1325.15 -5061.85 -556.376 2883.47 1100.74 4858.06 3802.81 10737.2 16866.6 -3101.4 -1294.93 -584.382 3743.45 4082.41 4865.87 16840.2 -877.761 -2322.28 -4497.79 8349.83
internal_weight=0 2.95482e+06 156027 126240 126129 97561 28568 10857 17711 12733 5577 7156 97359 8319 6780 4060 4002 1539 1062 5239 4514 5276 5618 5583 5404 653 89040 30947 13321 703
internal_count=4318164 2954816 156027 126240 126129 97561 28568 10857 17711 12733 5577 7156 97359 8319 6780 4060 4002 1539 1062 5239 4514 5276 5618 5583 5404 653 89040 30947 13321 703
is_linear=0
shrinkage=0.1


Tree=3368
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 6 1 5 2 0 1 5 1 3 6 5 5 3 3 3 6 3 0 5 1 0 5 1 3
split_gain=5.12328e+11 5.63906e+12 1.50112e+13 2.69553e+13 1.11473e+13 4.91976e+13 3.56545e+13 1.23394e+14 7.99764e+13 1.59183e+14 2.50486e+13 6.64355e+13 3.32514e+13 3.85797e+13 4.49166e+13 3.56118e+13 4.501e+13 3.78768e+13 2.97791e+13 4.5476e+13 2.48281e+13 2.2533e+13 3.71659e+13 4.31517e+13 2.84186e+13 4.96479e+13 3.94285e+13 4.76314e+13 4.2169e+13 8.4719e+13
threshold=61.880021000000006 65.610478850000007 55.518428350000008 56.367862600000002 57.117834900000013 120.05000000000001 1.5000000000000002 65.58467570000002 79.730000000000018 8.5000000000000018 57.131524800000008 65.480823400000006 40.405000000000008 65.58467570000002 6.5000000000000009 1.5000000000000002 68.52500000000002 73.405000000000015 17.500000000000004 16.500000000000004 15.500000000000002 1.5000000000000002 9.5000000000000018 57.641335050000002 109.05000000000001 65.58467570000002 57.178027650000011 123.15000000000002 65.520339550000017 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -10 11 -6 -13 15 -15 16 -14 -18 19 -17 -16 -12 24 -24 -23 26 27 28 -26 -30
right_child=1 -3 3 4 10 -7 -8 8 9 -11 21 12 13 14 20 18 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-21.413207585879864 13083.665736289702 -9.081456100586081 -25853.977492311489 6154.7537471315627 29403.562751242527 -37626.637043626244 1045.5264580043483 49957.241389686125 -3362.9804541015628 390836.29487072176 -2566.0389222382955 3009.4483890300012 -3341.2254027805247 12959.067374551176 -71968.23550863922 -6579.0100541547945 138773.59160714288 29367.310789979878 25308.070099296281 -30952.82788632801 -28466.532210997826 -1266.7891800165044 5484.1114125081476 132000.07047164353 -26860.581181066176 141524.54468749999 -75644.217314941401 688.91051243085371 6650.2795755208344 112071.71258789064
leaf_weight=3114505 982 1105522 382 5392 593 303 21844 311 20 21 12665 4069 711 198 189 8043 35 330 262 846 429 21428 17847 27 68 30 50 757 150 155
leaf_count=3114505 982 1105522 382 5392 593 303 21844 311 20 21 12665 4069 711 198 189 8043 35 330 262 846 429 21428 17847 27 68 30 50 757 150 155
internal_value=0 55.4073 781.879 657.538 762.189 2448.86 2889.01 9899.62 67264.2 198544 79.2413 -3429.75 -4718.14 -7565.51 -28490.5 -5895.93 11312.9 39858.3 -7919.39 -8898.76 -41770.5 1115.57 2266.52 5675.22 -424.843 14485.3 11255.5 15100.6 44348.9 60225.1
internal_weight=0 1.20366e+06 98137 97155 96773 27891 27588 5744 352 41 68882 15705 15112 11043 816 10227 1076 365 9151 8889 618 53177 40512 17874 22638 1210 1180 1130 373 305
internal_count=4318164 1203659 98137 97155 96773 27891 27588 5744 352 41 68882 15705 15112 11043 816 10227 1076 365 9151 8889 618 53177 40512 17874 22638 1210 1180 1130 373 305
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=31
num_cat=0
split_feature=3 3 1 1 2 0 1 0 0 0 5 0 0 0 1 0 5 3 5 0 1 1 5 0 0 0 0 5 0 3
split_gain=5.37679e+11 4.6611e+12 1.92789e+13 2.7805e+13 3.3615e+13 2.95795e+13 2.91542e+13 6.83649e+13 6.31021e+13 7.05347e+13 4.85434e+13 4.12038e+13 2.95613e+13 9.31863e+13 4.53401e+13 3.71255e+13 8.38637e+13 5.18902e+13 3.90642e+13 3.87618e+13 3.37595e+13 3.10418e+13 3.92339e+13 2.88555e+13 3.85598e+13 1.24331e+14 3.42631e+13 3.17859e+13 6.51467e+13 5.51172e+13
threshold=10.500000000000002 14.500000000000002 30.362552800000003 30.434657650000002 9.5000000000000018 59.755965500000009 30.451272450000005 59.863160500000006 59.916647550000008 59.982527000000012 42.605000000000011 60.003414000000006 59.939091550000008 59.950068600000009 30.578016350000002 59.820733200000006 102.01000000000001 11.500000000000002 59.025000000000013 59.904813200000007 30.468306550000005 30.502469200000004 87.395000000000024 59.963407450000012 59.932719750000011 59.950068600000009 60.017447350000005 85.020000000000024 59.904813200000007 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -5 10 -10 -9 -11 15 14 -14 21 17 -17 -19 20 -20 22 -8 24 27 -26 -25 -7 -29 -30
right_child=1 -3 3 6 -6 23 12 8 9 11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=27.47281666363871 1462.0215890596435 39.281714134824028 -46037.827418357454 -51811.204993206527 -14910.266268964328 2182.5020215690602 -18459.009184937084 1787.0805906310561 -54286.516913828593 26887.019927093668 76726.109640013718 -7599.0460443416514 -41405.291862438986 -1808.8702312747469 18195.588948816832 -39525.838110603254 -172980.87401562501 6956.2015719000547 151634.16365885417 8485.2007082307737 42465.833250415235 -524.99089303987591 -133178.04805908204 -18059.552107698437 81181.337525839015 681.5965674215139 1323.0572436012117 -3122.9453962326052 -137774.10774147729 48549.940468749999
leaf_weight=2688514 48239 1303445 152 161 2881 2955 436 129 167 945 262 547 969 5393 147 194 25 2481 30 438 508 254095 32 1766 257 757 1886 256 77 20
leaf_count=2688514 48239 1303445 152 161 2881 2955 436 129 167 945 262 547 969 5393 147 194 25 2481 30 438 508 254095 32 1766 257 757 1886 256 77 20
internal_value=0 -45.3233 -383.387 -703.644 -5629.17 -2338.65 -500.559 10934.8 15862.7 7345.21 52002 14243.7 -596.06 -7251.84 -33554.6 -428.299 9549.51 10799.4 13623.5 30571.9 48553.3 -572.382 -26303 -1505.66 4024.01 21084.4 -8049.8 -1205.5 -29566.8 -99356.8
internal_weight=0 1.62965e+06 326205 277966 11007 8126 266959 2211 2050 1659 391 1492 264748 6509 1116 258239 3676 3651 3457 976 538 254563 468 7974 4322 1014 3652 3308 353 97
internal_count=4318164 1629650 326205 277966 11007 8126 266959 2211 2050 1659 391 1492 264748 6509 1116 258239 3676 3651 3457 976 538 254563 468 7974 4322 1014 3652 3308 353 97
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 2 2 0 1 0 2 4 0 1 4 4 2 1 3 1 0 3 0 0 0 2 6 2 3 4
split_gain=5.34687e+11 2.63985e+12 1.73715e+12 1.80019e+13 5.42868e+12 1.33355e+13 1.2102e+13 1.01873e+13 6.29619e+12 5.24545e+12 1.22557e+13 8.482e+12 5.10475e+12 5.05406e+12 4.72653e+12 7.336e+12 2.45155e+13 1.49565e+13 1.30831e+13 6.35853e+12 1.29442e+13 1.62161e+13 9.21234e+12 1.50168e+13 8.17903e+12 6.41944e+12 4.57944e+12 1.52672e+13 5.52373e+12 9.76018e+12
threshold=225.45000000000002 32.500000000000007 45.254062050000009 45.067452850000002 45.055827000000008 1.5000000000000002 16.500000000000004 45.040161900000008 38.969379750000009 47.222459950000008 1.5000000000000002 2.5000000000000004 47.236539400000005 38.969379750000009 3.5000000000000004 4.5000000000000009 7.5000000000000009 44.660994650000006 16.500000000000004 41.950906500000009 44.039893800000009 3.5000000000000004 43.465905150000005 43.514103700000014 44.039893800000009 8.5000000000000018 1.5000000000000002 6.5000000000000009 4.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 13 14 -9 10 -4 -12 -11 -7 19 16 17 -16 -18 20 -2 -22 -21 -24 -25 -23 27 -17 -28 -30
right_child=1 -3 9 -5 5 6 -8 8 -10 12 11 -13 -14 -15 15 26 18 -19 -20 22 21 25 23 24 -26 -27 28 -29 29 -31
leaf_value=-1.1060417757371439 -59361.576500822375 33519.324906250004 26341.904583333337 48566.131787683829 50196.722443181818 -88512.813157743571 12261.448863636364 84721.02751358696 16563.771306818184 48420.328515625006 -17926.700143229169 -97685.695963541672 77.557317740247143 -29943.539712289665 -121942.62726562501 -23058.194856770835 76164.473046875006 -23660.333129882812 -27201.585703125005 4609.6222821514421 75992.083101851851 -28384.642078159879 107375.59065504809 -19228.912574029739 55333.002504185279 24067.125781250001 20877.853854166668 95242.077187500006 -28042.38494616597 34954.676738911294
leaf_weight=4313902 38 25 30 85 22 34 33 23 33 22 30 24 3060 26 30 24 24 32 25 195 27 70 26 31 28 35 60 20 119 31
leaf_count=4313902 38 25 30 85 22 34 33 23 33 22 30 24 3060 26 30 24 24 32 25 195 27 70 26 31 28 35 60 20 119 31
internal_value=0 1119.51 928.34 4409.71 603.126 -19817.5 -36380 3299.3 44556.9 -249.346 -24904.8 -53375.1 422.639 -63132.8 464.424 -7991.33 -29437 -71216.3 23426.7 7322.98 -7932.52 6872.81 16585.2 44058.7 16156.4 -10900.7 1380.58 30714.7 -4765.61 -15023
internal_weight=0 4262 4237 1071 986 115 93 871 56 3166 84 54 3082 60 815 365 111 62 49 450 170 132 280 85 59 105 254 44 210 150
internal_count=4318164 4262 4237 1071 986 115 93 871 56 3166 84 54 3082 60 815 365 111 62 49 450 170 132 280 85 59 105 254 44 210 150
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=31
num_cat=0
split_feature=0 3 3 5 2 5 5 2 5 6 5 2 1 0 5 5 3 2 5 2 2 1 4 5 2 2 6 3 3 6
split_gain=5.07367e+11 1.97636e+12 7.19105e+12 2.32684e+13 1.22046e+13 8.98112e+12 5.84845e+12 4.22773e+12 6.59852e+12 1.49265e+13 4.19743e+12 2.00457e+13 3.89512e+12 3.77799e+12 1.23475e+13 1.60334e+13 1.09668e+13 1.42645e+13 1.0033e+13 2.177e+13 2.12701e+13 1.85051e+13 1.3528e+13 1.78312e+13 7.42846e+12 1.35084e+13 6.30436e+12 6.11202e+12 9.57942e+12 6.06459e+12
threshold=43.056445700000005 6.5000000000000009 7.5000000000000009 137.05000000000004 6.5000000000000009 98.020000000000024 161.85000000000002 4.5000000000000009 112.04500000000002 1.5000000000000002 99.555000000000021 2.5000000000000004 47.854228500000012 42.966471700000007 132.05000000000004 125.85000000000001 12.500000000000002 6.5000000000000009 161.85000000000002 10.500000000000002 3.5000000000000004 47.473138800000008 4.5000000000000009 225.45000000000002 8.5000000000000018 7.5000000000000009 1.5000000000000002 11.500000000000002 9.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -5 8 10 -10 -3 -12 -9 -4 15 -15 17 29 19 20 21 -16 23 26 25 27 -20 28 -22 -17
right_child=-2 2 13 6 5 -7 -8 12 9 -11 11 -13 -14 14 18 16 -18 -19 22 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1324.3093957638539 -2.9716407922358532 -10876.72396848415 -1063.8925008676786 103015.68075195313 -24266.266284441805 -83803.610742187506 30464.9979375 -127.94467843862681 -106668.55106534093 9819.8487215909099 93069.729799107154 -38290.452929687504 42401.692350968078 2243.4292347237206 90485.758806818179 65798.973958333343 -9858.0264884159478 117282.36643318966 93642.836886160716 65922.821751868207 -36994.775876524393 -32072.030576869423 -44167.622972972975 -33410.151049804692 -89808.835175781263 19912.585344827588 29566.470863970593 -20745.673483455885 -105353.31196646341 -8529.2057744565227
leaf_weight=13386 4285952 492 9830 20 163 30 25 338 22 22 21 26 23 7323 22 21 29 29 28 23 41 28 37 32 40 29 34 34 41 23
leaf_count=13386 4285952 492 9830 20 163 30 25 338 22 22 21 26 23 7323 22 21 29 29 28 23 41 28 37 32 40 29 34 34 41 23
internal_value=0 395.39 -265.106 -7816.15 -10607.4 -33520.8 62709.7 -5922.79 -11188.9 -48424.4 -8149.23 20402.4 2581.7 240.75 1881.99 2791.86 42165.8 62832.8 -15485.1 -26928.8 -36016.4 21853.4 7052.92 27214.2 -51656.8 -41132.1 58504.2 -56393.3 -71174 26945.6
internal_weight=0 32212 18826 1182 1137 193 45 944 583 44 539 47 361 17644 7814 7425 102 73 389 258 235 50 131 94 185 145 62 116 82 44
internal_count=4318164 32212 18826 1182 1137 193 45 944 583 44 539 47 361 17644 7814 7425 102 73 389 258 235 50 131 94 185 145 62 116 82 44
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=31
num_cat=0
split_feature=0 0 1 3 1 3 1 5 1 5 0 1 2 5 6 1 3 4 3 5 1 1 3 1 1 1 3 5 1 3
split_gain=5.00442e+11 1.47729e+13 1.92199e+13 1.66606e+13 4.2789e+13 4.31605e+13 6.18811e+13 1.65012e+14 1.36993e+14 9.05958e+13 8.78673e+13 7.39299e+13 6.70677e+13 5.7246e+13 5.05076e+13 6.69008e+13 1.23991e+14 4.73897e+13 4.48966e+13 4.37938e+13 4.31413e+13 4.17839e+13 3.9515e+13 3.94375e+13 3.61687e+13 3.78591e+13 3.57625e+13 3.44842e+13 3.14743e+13 1.34432e+14
threshold=55.769960200000007 55.784980300000008 37.214886200000009 13.500000000000002 49.177301950000007 9.5000000000000018 37.642309100000013 40.005000000000003 37.582182450000005 68.52500000000002 55.777112100000004 37.542000650000013 10.500000000000002 64.020000000000024 1.5000000000000002 37.503486000000002 3.5000000000000004 3.5000000000000004 8.5000000000000018 38.905000000000008 49.148175700000003 37.503486000000002 12.500000000000002 37.542000650000013 37.642309100000013 37.855187800000003 9.5000000000000018 46.010000000000012 37.559851850000008 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 14 7 8 19 12 -10 -11 13 21 15 18 -17 20 -4 -7 -8 -9 23 -23 -18 -26 -6 -25 29 -16
right_child=1 -3 3 -5 26 6 17 9 10 11 -12 -13 -14 -15 28 16 24 -19 -20 -21 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=25.744624367472014 -34124.158060035094 -0.50166666195329979 -34313.985725452054 -4674.762932748089 -1074.2608361525379 16893.86390072601 -2131.5561939203089 -50540.504990042893 310714.50646306819 -11766.69418402778 101626.59691722973 -228422.22226562502 -98106.803638980258 191385.65774739583 9935.4870569755149 -67811.052738179787 163604.69118009869 125188.10886896307 16207.682163666024 151464.14035644531 34705.840684852308 160211.88217905408 -78873.441093750007 116081.12604166668 -7419.8551698626898 76389.176737218324 -19663.52596331438 -1257.7506361607143 -250.79640178452132 -51865.031022816926
leaf_weight=2747102 187 1538638 248 13357 2459 99 1781 51 44 36 37 28 38 24 834 77 38 33 605 32 387 37 20 39 66 294 1787 70 9107 609
leaf_count=2747102 187 1538638 248 13357 2459 99 1781 51 44 36 37 28 38 24 834 77 38 33 605 32 387 37 20 39 66 294 1787 70 9107 609
internal_value=0 -45.0161 -2157.39 -1971.96 -59.8088 2504.52 13778.9 43619.2 112976 751.313 215205 -106553 25366 44834.8 -111.433 18268.1 48345.8 6254.46 1519.08 49766 4444.12 28626.4 52948.7 71006.6 70818.3 61024.2 -8897.86 40725.9 -2424.99 -16146.6
internal_weight=0 1.57106e+06 32424 32237 18880 14634 2756 555 212 343 81 64 279 241 11878 1328 475 2201 853 131 2168 217 166 146 398 360 4246 109 10550 1443
internal_count=4318164 1571062 32424 32237 18880 14634 2756 555 212 343 81 64 279 241 11878 1328 475 2201 853 131 2168 217 166 146 398 360 4246 109 10550 1443
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=31
num_cat=0
split_feature=1 1 0 3 4 2 5 4 0 2 5 5 1 4 5 1 5 5 3 5 5 5 5 0 5 5 5 2 2 3
split_gain=5.03142e+11 3.65119e+12 1.13279e+13 1.03561e+13 1.39525e+13 1.28473e+13 1.09555e+13 1.16266e+13 1.15874e+13 1.90673e+13 1.44397e+13 1.17455e+13 1.78414e+13 1.00881e+13 7.81872e+12 9.21469e+12 1.16945e+13 1.20933e+13 1.98095e+13 1.20238e+13 1.99469e+13 1.81846e+13 1.18423e+13 1.72317e+13 1.14447e+13 9.40547e+12 7.68095e+12 8.18119e+12 7.5769e+12 7.21113e+12
threshold=83.011163250000024 83.00362155000002 55.012873400000011 10.500000000000002 1.5000000000000002 3.5000000000000004 32.910000000000004 1.0000000180025095e-35 55.020029900000004 8.5000000000000018 78.710000000000022 76.730000000000018 83.006817700000013 1.0000000180025095e-35 34.605000000000011 83.006817700000013 118.33500000000002 53.385000000000012 5.5000000000000009 64.805000000000021 81.00500000000001 93.00500000000001 99.555000000000021 55.002082750000007 177.02500000000003 86.810000000000016 38.905000000000008 3.5000000000000004 7.5000000000000009 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 6 26 -6 7 -4 -8 10 11 12 -10 -14 -3 25 17 -17 22 -20 -21 -22 -19 -24 -18 28 -5 -28 -16 -27
right_child=-2 2 3 4 5 -7 8 -9 9 -11 -12 -13 13 -15 15 16 24 18 19 20 21 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=1.5729670072893684 -108.44443979034955 -3571.1577166984098 24045.258960752417 -29901.846641577748 7026.5438065691696 -24709.783206187392 -834.84362894871413 2814.3763873552716 10096.023117156563 15532.356134578711 16202.276093377008 -23969.238647223909 8712.0753140936959 -7107.7570860382611 6795.5808761019107 6520.6294397765996 -55128.61486418968 72932.303668323875 29215.185305839055 -7923.633458921372 93466.159784226198 -1362.0472205528847 88054.462939453137 -26527.102321428574 1058.5004261363636 51354.092855525363 -16115.733688616072 5678.2855829577356 -3560.6411432084519 -453.08316317471593
leaf_weight=3893654 389267 905 401 82 164 574 20214 723 1306 1186 576 206 495 2171 1453 954 43 110 346 310 42 39 21 35 231 69 210 958 1375 44
leaf_count=3893654 389267 905 401 82 164 574 20214 723 1306 1186 576 206 495 2171 1453 954 43 110 346 310 42 39 21 35 231 69 210 958 1375 44
internal_value=0 10.7445 1024.01 213.8 -6754.29 -17657.3 721.628 10388.7 306.173 4189.09 1359.23 -687.104 520.378 -4170.47 4991.17 6518.95 11526.3 14371.8 22666.5 15637.2 3621.82 47808.1 53875 16441 -7759.19 2890.72 -317.166 1759.84 1760.29 31181.4
internal_weight=0 3.9289e+06 35243 29266 1988 738 27278 1124 26154 5940 4754 4178 3972 2666 5977 5072 2131 1857 903 737 391 81 166 56 274 2941 1250 1168 2828 113
internal_count=4318164 3928897 35243 29266 1988 738 27278 1124 26154 5940 4754 4178 3972 2666 5977 5072 2131 1857 903 737 391 81 166 56 274 2941 1250 1168 2828 113
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=31
num_cat=0
split_feature=3 6 1 5 1 5 4 5 1 5 1 0 5 0 5 1 1 1 1 5 5 0 0 1 0 1 0 5 1 0
split_gain=4.92068e+11 2.13247e+12 3.3236e+12 1.41921e+13 4.59061e+12 3.70318e+12 4.48458e+12 2.5808e+12 2.7773e+12 3.53339e+12 3.29095e+12 3.73008e+12 3.19995e+12 5.10289e+12 4.95763e+12 5.7654e+12 3.2948e+12 4.21031e+12 3.10312e+12 3.68723e+12 4.95431e+12 6.19743e+12 1.79964e+13 6.36981e+12 5.34265e+12 3.95648e+12 6.57037e+12 5.80932e+12 4.78911e+12 3.02108e+12
threshold=2.5000000000000004 1.5000000000000002 34.359746700000009 55.005000000000003 30.305955500000003 150.04500000000004 3.5000000000000004 20.010000000000002 38.959914000000005 132.05000000000004 53.140944450000006 57.692655200000004 49.995000000000012 55.801980100000009 38.905000000000008 37.767735350000002 38.891822450000006 37.792847950000002 50.388877400000005 77.715000000000018 92.035000000000011 55.734663800000007 47.155083450000006 40.810045900000013 45.03656895000001 39.666208800000007 45.254062050000009 49.995000000000012 49.073956850000009 55.349623500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -4 12 10 11 18 14 16 -9 -16 17 -14 19 25 24 22 23 -22 -21 26 27 -10 -27 -12
right_child=-2 -3 5 4 -6 6 -8 8 9 -11 29 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=37548.372871398926 -5.5350716547029979 152.42238552701895 -25817.880724676725 -19688.734550781253 -85885.027982954547 63770.785394021746 6927.7786160714286 20634.090355834964 16765.436982421874 -29996.141696259474 19156.404757091244 -24935.676241629466 21597.730017411082 63171.333562499996 -65296.631230468745 5541.4638599537038 43069.015249633791 -16478.486695894284 -33724.26458333333 -68234.891235351562 -8955.2885653930098 -42468.15601058468 93610.763206845251 40261.80220052084 -2805.792608173077 1909.9410641647701 -13447.439532180062 92071.489732142858 43407.744531250006 -982.66193315554892
leaf_weight=28 4205107 111370 29 20 22 23 35 50 20 33 205 56 76 25 20 27 32 47 24 24 213 31 21 30 26 381 21 21 30 117
leaf_count=28 4205107 111370 29 20 22 23 35 50 20 33 205 56 76 25 20 27 32 47 24 24 213 31 21 30 26 381 21 21 30 117
internal_value=0 205.875 3734.61 -17598.4 -54363 4658.12 29469 3735.07 4295.23 2292 3165.37 55.2965 13356.8 21246.8 -1284.62 -24602.4 14484.8 7048.28 1717.4 2757.26 -5104.05 -170.54 4796.23 -2879.1 -34211.8 8491.19 32038.9 55336.8 4938.98 11838.8
internal_weight=0 113057 1687 70 42 1617 58 1559 1530 1253 1220 898 277 180 97 47 155 123 842 818 345 295 264 243 50 473 62 41 411 322
internal_count=4318164 113057 1687 70 42 1617 58 1559 1530 1253 1220 898 277 180 97 47 155 123 842 818 345 295 264 243 50 473 62 41 411 322
is_linear=0
shrinkage=0.1


Tree=3375
num_leaves=31
num_cat=0
split_feature=3 4 5 6 3 1 1 0 1 2 1 0 3 1 5 0 1 1 1 1 5 0 5 3 0 5 0 2 0 2
split_gain=5.04717e+11 4.93103e+12 2.01952e+13 5.59452e+13 4.28816e+13 3.17055e+13 7.08048e+13 3.26458e+13 2.97212e+13 3.95414e+13 3.34896e+13 2.84761e+13 8.2509e+13 5.21887e+13 3.53011e+13 2.76868e+13 2.43206e+13 4.10683e+13 2.8358e+13 3.59087e+13 3.07457e+13 2.20918e+13 3.55372e+13 3.36252e+13 3.33506e+13 2.10644e+13 2.0933e+13 1.8807e+13 1.85774e+13 1.80768e+13
threshold=9.5000000000000018 3.5000000000000004 93.00500000000001 1.5000000000000002 19.500000000000004 37.457850350000008 37.436176200000013 55.751981950000008 37.767735350000002 6.5000000000000009 37.620907050000007 55.842510000000011 22.500000000000004 37.314272700000011 77.00500000000001 56.028355650000009 82.957885500000017 83.026705000000007 82.837870700000011 61.310823700000007 92.035000000000011 59.963407450000012 73.995000000000019 14.500000000000002 59.916647550000008 78.710000000000022 47.155083450000006 4.5000000000000009 55.719391050000006 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 16 6 21 28 9 -9 -11 13 -13 -6 -14 -10 18 27 19 26 -20 23 -23 -3 -25 -15 -5 -18 -7 -28
right_child=1 2 -4 4 11 7 -8 8 15 10 -12 12 14 25 -16 -17 17 -19 20 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-37.876857292259395 49.890439005708714 50456.21245335821 653.10622507301105 1243.2898409523302 -142236.41664402172 11470.684805506949 174908.85786290324 -184952.62670200894 31723.905321804981 60128.721498842599 -75458.361833844872 205148.74554687503 -14270.457020060221 -40816.738464604598 79902.405567842376 -15267.619420419214 -3896.4888406469199 -11316.626489567363 -22384.147444675993 11785.565596834778 -87480.259908536595 -80146.004218750008 59788.741557716836 13210.029410886766 -54232.91845971904 34174.271377505902 -12173.30887192356 18191.612118485395 95385.090704571761 -34771.555716378345
leaf_weight=1938624 2338662 134 25667 1129 23 1153 31 21 159 27 56 30 96 49 68 593 597 1814 630 749 82 20 196 224 109 159 5569 1088 27 378
leaf_count=1938624 2338662 134 25667 1129 23 1153 31 21 159 27 56 30 96 49 68 593 597 1814 630 749 82 20 196 224 109 159 5569 1088 27 378
internal_value=0 30.8585 -1057.97 -3945.25 -6794.25 8964.34 27096.1 2605.75 -12261.4 -62367.3 -31351.7 24423.8 52669.4 702.387 24776.8 -5331.91 -7896.58 -875.133 -10774.4 -9035.88 -29881.2 20387.2 46831.8 8155.87 -8865.89 16508.1 -11239.8 10365.7 13390.8 -13609.7
internal_weight=0 2.37954e+06 40878 15211 12461 2750 714 2036 856 104 83 425 194 231 164 752 12036 3499 8537 7825 712 683 216 467 333 208 7076 1685 1180 5947
internal_count=4318164 2379540 40878 15211 12461 2750 714 2036 856 104 83 425 194 231 164 752 12036 3499 8537 7825 712 683 216 467 333 208 7076 1685 1180 5947
is_linear=0
shrinkage=0.1


Tree=3376
num_leaves=31
num_cat=0
split_feature=1 0 0 5 0 1 0 2 3 2 3 5 5 5 5 2 5 4 4 2 5 5 5 3 5 0 0 0 5 5
split_gain=5.23657e+11 2.0531e+12 1.67928e+13 1.05794e+13 8.73919e+12 1.07518e+13 1.96384e+13 1.8877e+13 6.49104e+12 6.14745e+12 1.12633e+13 8.47806e+12 1.90343e+13 1.50457e+13 6.01885e+12 5.16598e+13 1.14018e+13 1.08813e+13 7.56007e+12 9.88744e+12 5.41224e+12 8.355e+12 5.14574e+12 4.88317e+12 4.80877e+12 4.74893e+12 5.56492e+12 2.2317e+13 1.24248e+13 8.57361e+12
threshold=91.398302750000013 59.609407350000005 61.785186750000001 71.715000000000018 58.049540950000008 114.17164950000002 58.242297500000006 4.5000000000000009 3.5000000000000004 7.5000000000000009 12.500000000000002 128.92000000000004 118.33500000000002 225.45000000000002 90.015000000000015 6.5000000000000009 87.395000000000024 3.5000000000000004 3.5000000000000004 2.5000000000000004 85.020000000000024 100.05000000000001 55.990000000000002 8.5000000000000018 28.810000000000006 56.663136550000011 56.635684300000008 56.338501050000012 68.00500000000001 55.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 25 6 22 -7 -5 11 20 12 14 -13 16 18 17 -4 19 -16 24 -22 -6 -8 -11 26 27 -2 -29 -28
right_child=1 2 9 8 5 7 23 -9 -10 10 -12 13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-6.4213732395447209 249.66472649251688 -11641.613670568899 -1950.0762803251719 -6732.212123325894 4438.3136297817891 14350.873431058295 -28981.843297887735 88281.32170795642 -63586.926871974036 49614.92598266602 -12985.863363615339 106959.29169921875 -96646.776488095245 -4289.5982925907256 -20762.173925781251 -155557.22734375001 61904.399629579741 22722.540081065192 -14864.75465220256 69422.192237903233 77618.4892578125 -3557.3225818452383 53434.726404526657 -83193.872005208337 9670.2795072695462 -6078.7157203217976 13660.839492299607 -21476.992751381615 -86714.102307477675 -53.625991770846781
leaf_weight=4176165 131731 486 4587 28 58 379 54 38 71 32 190 20 21 31 20 24 29 186 83 31 32 21 34 24 518 1187 784 176 35 1089
leaf_count=4176165 131731 486 4587 28 58 379 54 38 71 32 190 20 21 31 20 24 29 186 83 31 32 21 34 24 518 1187 784 176 35 1089
internal_value=0 188.851 -1559.97 -17711.1 271.527 12446.7 -8749.82 21087.9 -47506.8 62.077 8245.47 -1227.56 -1642.9 39337.4 -1240.66 -20445 -608.784 -988.604 3754.25 34055.8 14935.3 45454.5 22545.7 -45662.5 11994.3 218.589 274.449 197.614 -32298.3 5686.97
internal_weight=0 141999 6410 585 135589 587 170 417 99 5825 793 5032 4981 51 4960 158 4802 4773 134 51 603 53 92 78 550 135002 133815 131942 211 1873
internal_count=4318164 141999 6410 585 135589 587 170 417 99 5825 793 5032 4981 51 4960 158 4802 4773 134 51 603 53 92 78 550 135002 133815 131942 211 1873
is_linear=0
shrinkage=0.1


Tree=3377
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 1 1 3 2 5 2 3 5 3 4 2 5 4 5 5 3 5 2 5 3 2 5 4 5 3
split_gain=5.23492e+11 2.70728e+12 1.89869e+13 8.82461e+12 8.89906e+12 1.12705e+13 1.12518e+13 9.55487e+12 1.12641e+13 1.19444e+13 7.19156e+12 6.92566e+12 6.30262e+12 8.61151e+12 7.84042e+12 5.69166e+12 5.57846e+12 1.14721e+13 6.07729e+12 5.50037e+12 4.93155e+12 5.61981e+12 4.75425e+12 4.63773e+12 4.58311e+12 4.43104e+12 5.05132e+12 4.41926e+12 7.78276e+12 6.62024e+12
threshold=83.000022850000008 56.301440000000007 56.501468900000013 39.995000000000012 13.500000000000002 86.192907650000009 93.043229050000022 3.5000000000000004 4.5000000000000009 90.015000000000015 1.5000000000000002 5.5000000000000009 55.990000000000002 18.500000000000004 3.5000000000000004 4.5000000000000009 49.010000000000012 2.5000000000000004 70.50500000000001 54.410000000000004 9.5000000000000018 60.310000000000009 9.5000000000000018 87.395000000000024 8.5000000000000018 6.5000000000000009 79.730000000000018 2.5000000000000004 71.715000000000018 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 10 -9 -8 19 14 27 -6 -12 20 -19 -4 21 -18 -10 25 -21 -16 -27 29 -29 -14
right_child=1 2 12 4 15 6 11 8 22 -11 16 -13 13 -15 23 -17 17 18 -20 24 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=13.096820837817141 -130.77039759784182 -32.427872838273565 1070.3424012301377 -32173.174849609375 -31580.93646809896 -52720.363127790188 20899.806691560458 4551.3136240433678 20944.64336128049 108815.36999421298 21584.012624289775 3687.0883031529702 -17492.507080329582 -68388.532812500009 17230.419159778488 4299.4238949730279 136919.517578125 -10652.058173076925 61676.134151785722 3269.0801474946124 42980.283476562501 70975.138155691966 -21677.695403645834 -3307.7512208793996 29126.8394133113 -35493.879969911322 17899.966210937502 2322.4344345723234 -7940.1688090168236 -3919.9878998108188
leaf_weight=3782924 520227 708 6882 25 60 28 433 49 205 27 55 508 534 20 391 168 24 26 21 145 20 28 30 277 130 37 34 1791 1258 1099
leaf_count=3782924 520227 708 6882 25 60 28 433 49 205 27 55 508 534 20 391 168 24 26 21 145 20 28 30 277 130 37 34 1791 1258 1099
internal_value=0 -92.5646 1231.33 9353.76 13246.8 16081.7 9748.7 28114.4 31222.1 45997.5 38391.7 11607.5 -325.712 -2891 -2649.35 -5142.78 47921.5 60094.3 21664.8 1624.51 85180.2 101411 15503.5 6923.1 15492.7 13057.2 -9925 -4160.26 -1911.86 -8358.28
internal_weight=0 535240 15013 2415 1707 1479 969 510 485 250 223 941 12598 5441 5421 228 174 119 47 7157 72 52 235 739 275 462 71 4682 3049 1633
internal_count=4318164 535240 15013 2415 1707 1479 969 510 485 250 223 941 12598 5441 5421 228 174 119 47 7157 72 52 235 739 275 462 71 4682 3049 1633
is_linear=0
shrinkage=0.1


Tree=3378
num_leaves=31
num_cat=0
split_feature=0 1 1 3 5 5 5 5 5 5 2 6 2 1 3 1 1 3 1 5 3 3 5 1 1 3 5 1 3 1
split_gain=5.30177e+11 9.35034e+12 1.97166e+13 3.07114e+13 1.50893e+13 9.94239e+12 8.59684e+12 1.90493e+13 9.79639e+12 9.27678e+12 7.88246e+12 1.19673e+13 8.0383e+12 1.07201e+13 8.58915e+12 7.85491e+12 2.96452e+13 2.78033e+13 1.62938e+13 1.42902e+13 9.20967e+12 7.69745e+12 7.57659e+12 5.68211e+12 2.7876e+13 2.16176e+13 6.54309e+12 5.42355e+12 9.37037e+12 5.13164e+12
threshold=63.563300600000012 53.664171200000006 46.037218400000008 8.5000000000000018 67.00500000000001 31.415000000000003 63.145000000000003 69.610000000000014 68.52500000000002 123.15000000000002 3.5000000000000004 1.5000000000000002 8.5000000000000018 39.826386800000009 8.5000000000000018 65.659480050000013 78.608766650000021 7.5000000000000009 86.192907650000009 57.405000000000008 2.5000000000000004 2.5000000000000004 81.00500000000001 65.659480050000013 86.067573200000012 6.5000000000000009 72.705000000000013 40.247294600000011 9.5000000000000018 34.359746700000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 15 -4 29 8 -8 10 -9 27 13 14 -13 20 17 21 -18 -19 -3 -17 -15 -6 25 26 -25 -12 -29 -2
right_child=1 4 3 -5 23 -7 7 9 -10 -11 11 12 -14 22 -16 16 18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-2.0394346296779866 -6862.6124591364105 19471.825282964939 5807.5961639694942 354.01233021309707 -14950.118327613665 40227.803527989003 21904.321786704229 -17322.045268993457 72542.825106534103 60223.588981119792 38071.76698027111 -18603.752052275988 -32843.184114583331 28619.800372023812 55472.587788722827 -33006.081370192311 -56764.668430494232 63737.57553267046 3767.1492152413921 162445.78330965911 -2116.0631523011357 29258.845047433035 89829.803926282053 134073.96249999999 -11637.188807465962 -26515.646250000005 56628.288281250003 -52684.495332031256 -2346.0550141670333 1136.7994356825507
leaf_weight=4303585 1161 205 105 615 1006 418 290 241 44 24 21 49 21 42 23 26 46 44 1336 22 5487 84 39 24 381 20 20 50 142 2593
leaf_count=4303585 1161 205 105 615 1006 418 290 241 44 24 21 49 21 42 23 26 46 44 1336 22 5487 84 39 24 381 20 20 50 142 2593
internal_value=0 602.022 3683.22 15503.3 -1479.5 33317.4 845.408 9155.18 28575.3 -793.146 -3125 5716.06 25172.3 33135.2 5059.52 383.513 6674.96 45328.7 1752.34 96640.3 -1338.57 14541.7 58091.3 -10788.1 -1379.19 59687.9 98871.4 -10177.7 -15455 -1337.18
internal_weight=0 14579 5878 1138 8701 523 4740 986 334 652 628 387 174 153 72 7250 1558 176 1382 66 5692 110 81 1451 445 64 44 213 192 3754
internal_count=4318164 14579 5878 1138 8701 523 4740 986 334 652 628 387 174 153 72 7250 1558 176 1382 66 5692 110 81 1451 445 64 44 213 192 3754
is_linear=0
shrinkage=0.1


Tree=3379
num_leaves=31
num_cat=0
split_feature=5 2 3 1 0 6 2 1 3 2 5 5 3 0 5 1 0 5 5 1 0 5 4 5 3 5 5 3 3 2
split_gain=5.22572e+11 5.30983e+12 1.126e+13 9.28337e+12 1.4346e+13 1.69328e+13 2.18117e+13 1.49507e+13 3.19529e+13 1.58771e+13 1.42026e+13 1.40854e+13 1.88307e+13 3.33434e+13 1.37186e+13 1.3528e+13 1.3337e+13 2.02455e+13 4.45226e+13 1.31925e+13 1.87793e+13 1.26479e+13 7.68539e+13 1.70817e+13 4.37955e+13 2.21729e+13 2.51878e+13 2.09521e+13 1.99949e+13 1.80004e+13
threshold=87.395000000000024 8.5000000000000018 8.5000000000000018 47.981192400000005 57.147575200000006 1.5000000000000002 19.500000000000004 65.480823400000006 21.500000000000004 16.500000000000004 161.85000000000002 177.02500000000003 9.5000000000000018 44.893607100000004 92.035000000000011 65.480823400000006 51.717367500000009 109.05000000000001 103.45000000000002 46.037218400000008 56.143542450000005 142.05000000000004 3.5000000000000004 120.05000000000001 9.5000000000000018 116.06000000000002 114.05000000000001 15.500000000000002 14.500000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 11 16 7 10 8 14 -9 21 19 13 -13 -6 -8 17 18 -5 -4 -21 23 -23 25 -25 26 29 -28 -26 -7
right_child=1 2 3 4 5 6 15 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 28 -27 27 -29 -30 -31
leaf_value=8.4935289454434351 170.36176977457535 -43787.744518442625 -1603.9132992999182 19802.722638759329 101642.50775862069 5590.2487295488427 -17943.237771739132 -43772.688175321884 -25897.858904490753 6801.916372445914 -66239.690798611118 -17000.370870535713 6186.7468525116165 131365.53375946972 19124.974304569128 71661.732556733637 1065.2392984833639 -21970.963975694445 183762.21328125001 -6004.2396068005355 -34120.271800001407 157501.36294642859 -89202.004322350549 -151792.78020833334 21358.624487639128 68439.031373697915 -153194.90990234376 -11774.474254261364 -65242.201298595617 -32689.569900597471
leaf_weight=4075234 167796 61 43207 67 29 836 23 304 204 78 36 28 1103 33 66 63 26594 45 22 1633 278 28 23 27 73 45 20 22 42 144
leaf_count=4075234 167796 61 43207 67 29 836 23 304 204 78 36 28 1103 33 66 63 26594 45 22 1633 278 28 23 27 73 45 20 22 42 144
internal_value=0 -142.482 -841.152 -806.256 603.645 -7431.07 -1071.4 -20337.2 -3589.57 -33445.9 -4307.61 -1683.32 9177.86 63263.2 44314.5 47697.6 1223.8 32693 60332 -1963.53 -10094.4 -2538.12 46243 -4595.89 -37178.9 -259.635 -3284.53 -79117.5 -10269.5 -34.5409
internal_weight=0 242930 75134 75073 28791 2063 1382 681 299 382 1296 46282 1164 61 95 86 26728 134 89 45118 1911 1260 51 1209 142 1067 1022 42 115 980
internal_count=4318164 242930 75134 75073 28791 2063 1382 681 299 382 1296 46282 1164 61 95 86 26728 134 89 45118 1911 1260 51 1209 142 1067 1022 42 115 980
is_linear=0
shrinkage=0.1


Tree=3380
num_leaves=31
num_cat=0
split_feature=5 6 0 0 0 0 3 3 5 5 5 2 2 5 1 5 5 5 1 0 1 1 3 5 3 0 1 0 0 3
split_gain=5.18123e+11 6.397e+12 1.08884e+13 1.55205e+13 1.94718e+13 1.44528e+13 4.87263e+13 4.77261e+13 5.7863e+13 2.10034e+13 1.98368e+13 2.46497e+13 1.70159e+13 1.28999e+13 1.28553e+13 2.23217e+13 5.88867e+13 2.99288e+13 4.01591e+13 4.41932e+13 2.51332e+13 2.4001e+13 4.02294e+13 2.07822e+13 2.45013e+13 3.14205e+13 2.20125e+13 2.14415e+13 2.54712e+13 2.18806e+13
threshold=81.910000000000011 1.5000000000000002 45.087005000000012 45.112033650000008 45.098908000000009 45.067452850000002 15.500000000000002 9.5000000000000018 94.040000000000006 90.015000000000015 103.45000000000002 21.500000000000004 8.5000000000000018 85.020000000000024 38.969379750000009 103.45000000000002 102.01000000000001 85.020000000000024 38.911476500000006 45.055827000000008 34.359746700000009 34.359746700000009 9.5000000000000018 142.05000000000004 19.500000000000004 45.022371150000005 38.096381250000007 45.022371150000005 45.03656895000001 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 14 7 -7 -9 13 -11 12 -12 -8 15 16 17 18 -2 -20 -17 22 -19 24 25 -22 -25 -26 -29 -30
right_child=1 -3 3 -5 -6 6 9 8 -10 10 11 -13 -14 -15 -16 20 -18 21 19 -21 23 -23 -24 26 27 -27 -28 28 29 -31
leaf_value=-10.795125335663206 11804.77693089899 406.71307532209732 -4226.9324459107456 -675.56758284927525 -51973.746918649384 26858.955751811598 15170.096922692588 284421.99281250004 43874.626875000002 43893.258956736441 51994.97736328125 87742.385635653409 -51963.562573902032 -18750.528108319584 -130.69545794702401 -57032.28881696429 -112185.07762784092 172955.59738281253 208977.56513671877 43348.89446099729 49671.631928063493 -8145.4539166933773 3072.6642726732339 -71299.955727407098 -28063.274059198942 163502.91933593751 23166.830727407098 99850.488031914894 -24996.785505445077 63737.16063639323
leaf_weight=3935898 212 251156 242 119100 132 69 172 20 20 212 20 22 74 322 8908 35 44 20 24 49 181 815 46 37 71 28 74 47 66 48
leaf_count=3935898 212 251156 242 119100 132 69 172 20 20 212 20 22 74 322 8908 35 44 20 24 49 181 815 46 37 71 28 74 47 66 48
internal_value=0 111.149 -455.037 -739.437 -21078.7 2465.08 14415.8 77240.4 164148 6085.02 25702.1 -7543.72 -29844.7 -6940.11 1425.74 9141.22 1378.46 5663.88 33832.2 97802.2 25142.8 -3448.46 54552.3 30353.2 40087.8 64921.8 -8322.1 17715.8 37904.2 12364.9
internal_weight=0 382266 131110 119474 374 11636 931 109 40 822 328 116 94 494 10705 1797 1210 1166 285 73 587 881 66 552 441 209 111 232 161 114
internal_count=4318164 382266 131110 119474 374 11636 931 109 40 822 328 116 94 494 10705 1797 1210 1166 285 73 587 881 66 552 441 209 111 232 161 114
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=31
num_cat=0
split_feature=5 3 1 1 1 1 2 0 1 0 5 1 1 4 1 3 1 0 0 2 5 0 4 0 0 2 5 5 5 5
split_gain=5.67548e+11 3.60244e+12 9.86899e+12 3.23647e+13 3.15974e+13 3.28197e+13 2.70046e+13 3.0465e+13 2.67838e+13 4.91544e+13 4.50819e+13 3.70044e+13 3.5612e+13 3.98605e+13 3.30451e+13 3.02838e+13 3.89938e+13 2.68223e+13 3.20539e+13 2.64503e+13 2.53877e+13 2.41547e+13 3.80849e+13 3.36225e+13 2.34973e+13 2.33163e+13 3.01475e+13 2.20987e+13 2.14408e+13 3.09067e+13
threshold=96.015000000000015 5.5000000000000009 52.395917250000004 60.648383500000008 60.58031445000001 59.76223980000001 3.5000000000000004 56.819808050000006 43.94115175000001 56.143542450000005 142.05000000000004 43.868031300000006 49.964253350000007 1.5000000000000002 49.111504200000006 2.5000000000000004 44.005491150000005 54.484631300000011 47.425481600000005 2.5000000000000004 98.020000000000024 56.093493200000005 3.5000000000000004 56.121679000000007 54.725565150000001 1.5000000000000002 102.01000000000001 132.05000000000004 107.05000000000001 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 24 7 -6 11 14 12 -2 13 -11 17 -15 28 18 -10 -20 -9 -19 23 -23 -4 26 -16 -24 29 -17
right_child=1 -3 3 -5 6 -7 -8 20 9 10 -12 -13 -14 15 25 16 -18 21 19 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.8671881775997754 -1513.6238291864988 48.168329518177032 -4719.8670064497965 -825.30151269912403 -98458.041299715915 15605.393182699714 -96704.247306616511 95756.039386541204 -5139.4815395992191 -89240.033906250013 -2029.2998309598509 -63776.702100118011 -18558.523218189588 -25405.136736505683 54296.786146763399 145375.00256453804 45322.38962560246 -49985.366381938948 -5459.4176074218749 82373.819560546879 -22290.227342828715 25396.012933084239 143280.72936197917 -96180.651332465291 -34288.848185308656 22911.217503648892 -35285.964882569875 4526.785511363636 139968.55990276573 -8702.7210416666676
leaf_weight=4168594 16766 120789 539 5989 44 355 81 22 1623 20 381 96 88 44 49 23 402 237 60 80 106 46 24 45 536 831 161 22 81 30
leaf_count=4168594 16766 120789 539 5989 44 355 81 22 1623 20 381 96 88 44 49 23 402 237 60 80 106 46 24 45 536 831 161 22 81 30
internal_value=0 -191.392 -1196.79 -4268.38 -16520.6 -10757.3 -49096.2 -26676.1 -80.428 7017.24 25566.6 -1868.1 40848.6 49561.6 777.712 54347.9 60894.8 -6339.33 -1179.26 44731 -2001.03 -30663.4 2762.15 -34724.3 -19463.1 15387.8 -14383.3 76920.1 107612 58161.2
internal_weight=0 149570 28781 7672 1683 1430 253 172 21109 4247 1069 16862 688 600 3178 580 536 2137 1763 140 128 374 137 91 1075 1041 210 46 134 53
internal_count=4318164 149570 28781 7672 1683 1430 253 172 21109 4247 1069 16862 688 600 3178 580 536 2137 1763 140 128 374 137 91 1075 1041 210 46 134 53
is_linear=0
shrinkage=0.1


Tree=3382
num_leaves=31
num_cat=0
split_feature=2 6 3 5 5 0 3 4 0 0 3 0 5 0 5 5 0 0 5 3 5 0 5 0 0 3 0 0 3 5
split_gain=5.05241e+11 1.86288e+13 1.8065e+13 2.37398e+13 2.63314e+13 3.56314e+13 3.2477e+13 3.41043e+13 5.68047e+13 3.05936e+13 2.69161e+13 4.13955e+13 2.46311e+13 2.31979e+13 2.31923e+13 3.1451e+13 2.32128e+13 2.22979e+13 2.0687e+13 2.02643e+13 1.78451e+13 1.8374e+13 1.76335e+13 3.44006e+13 1.85834e+13 2.9933e+13 2.33665e+13 2.27107e+13 1.83398e+13 2.23459e+13
threshold=1.5000000000000002 1.5000000000000002 10.500000000000002 52.020000000000003 98.020000000000024 48.713222300000005 15.500000000000002 2.5000000000000004 44.580511600000001 54.762542150000009 11.500000000000002 55.762622900000004 95.020000000000024 59.963407450000012 116.06000000000002 110.05000000000001 43.592450450000008 60.017447350000005 69.610000000000014 19.500000000000004 79.730000000000018 44.874285750000006 69.015000000000015 59.990816400000007 60.035045000000004 12.500000000000002 59.982527000000012 60.052595500000002 14.500000000000002 56.205000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 20 18 -9 14 11 -11 -10 -7 15 -6 -16 19 -8 -12 -5 -22 24 -24 25 -15 -27 28 -26 -30
right_child=-2 2 3 4 9 13 7 8 12 10 17 -13 -14 22 16 -17 -18 -19 -20 -21 21 -23 23 -25 27 26 -28 -29 29 -31
leaf_value=1318.4548027621793 -12.943873922334166 3.2330732996021627 -227.55136233401493 -5242.8844034991562 -15779.053033259144 -10574.980256778363 7121.5556079337366 196468.31492187502 19742.623267463237 19711.50876266892 15682.836440833531 188341.55392252607 114486.71896551724 22183.682646589383 42742.458043323866 81526.503851744186 -71030.855403310255 -72482.993981481486 -24525.227228383548 94236.600948660722 -94895.334635416672 -22664.485693359376 88227.63241762908 7880.2243384206395 -25348.816648582178 22199.098726399741 -69072.985223917334 -16063.198508998328 -21700.993489583336 96109.93746320199
leaf_weight=100558 3777275 403578 21968 759 146 9919 1346 20 510 37 532 24 29 93 22 43 97 27 244 35 45 162 69 234 27 36 127 112 21 69
leaf_count=100558 3777275 403578 21968 759 146 9919 1346 20 510 37 532 24 29 93 22 43 97 27 244 35 45 162 69 234 27 36 127 112 21 69
internal_value=0 90.393 -190.058 -2312.56 -5410.52 -6524.44 2888.73 9734.61 30980.7 10577.6 22800 86057.8 24840.2 -9263.02 -15414.8 6359.25 -49997.1 16303.9 2265.07 20531.8 -12340.9 -38366.8 7251.31 26177.2 -4572.48 -23086 -48914.7 16123.9 46935.4 68620.7
internal_weight=0 540889 440331 36753 14785 13822 3115 2149 559 963 655 61 539 10707 308 189 119 594 1590 567 966 207 788 303 485 256 163 229 117 90
internal_count=4318164 540889 440331 36753 14785 13822 3115 2149 559 963 655 61 539 10707 308 189 119 594 1590 567 966 207 788 303 485 256 163 229 117 90
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=31
num_cat=0
split_feature=1 0 5 1 3 5 0 6 2 3 2 5 2 0 4 2 5 5 5 5 5 2 2 5 5 0 0 5 5 5
split_gain=5.05545e+11 1.33135e+13 1.1098e+13 1.0658e+13 2.36022e+13 2.21314e+13 1.87744e+13 1.62875e+13 1.54939e+13 5.314e+13 3.67242e+13 6.19635e+13 5.37571e+13 4.55455e+13 3.58822e+13 7.8427e+13 4.88704e+13 3.11094e+13 2.77197e+13 6.21961e+13 4.36502e+13 3.19173e+13 4.2046e+13 2.25163e+13 2.20444e+13 5.1258e+13 1.8402e+13 1.80408e+13 1.74105e+13 3.00982e+13
threshold=38.92948375000001 44.226894250000008 44.410000000000004 38.950530550000003 22.500000000000004 47.815000000000005 47.208883950000008 1.5000000000000002 16.500000000000004 23.500000000000004 8.5000000000000018 76.00500000000001 7.5000000000000009 45.047272400000004 2.5000000000000004 13.500000000000002 110.05000000000001 83.010000000000005 94.040000000000006 118.33500000000002 77.715000000000018 21.500000000000004 19.500000000000004 71.715000000000018 95.020000000000024 45.059881250000011 45.059881250000011 74.610000000000014 84.030000000000015 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -2 -6 10 -10 11 23 13 -13 27 24 26 -14 20 -20 21 22 -11 -7 -16 -26 -17 -12 -15 -30
right_child=3 -3 -4 -5 5 8 -8 -9 9 18 14 12 17 28 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=53010.101363496869 -2615.9890999923323 46.776328595671998 5153.2868841497748 -8.8069301247015641 5407.4615785639344 22795.731589430754 -14231.205252061452 -38378.003847183718 148564.42556818182 9461.167208806819 32262.93669339694 50321.51932692308 -208670.82289663464 -124979.91830357144 75765.263372093017 148638.57500000001 32264.179602050783 -45027.470870535719 -157222.65282689146 2508.0408088235295 92086.462662760416 66059.456969633567 -86522.586137820515 124646.9951171875 49481.344572368427 -148301.273984375 277331.35590625001 -20194.835478044992 70994.36281250001 -78053.734440104163
leaf_weight=86 13540 1356543 111 2944570 188 227 1551 155 22 110 312 65 26 28 43 20 20 21 38 68 48 42 78 24 38 20 25 83 20 42
leaf_count=86 13540 1356543 111 2944570 188 227 1551 155 22 110 312 65 26 28 43 20 20 21 38 68 48 42 78 24 38 20 25 83 20 42
internal_value=0 50.5513 26045.1 -23.1595 -2530.7 8417.89 -3809.76 -14379 13924.5 -2583.45 20534.1 -644.079 -41870.9 -13463.9 37635.3 76647.7 162328 -135554 -11243 -54753.9 5347.53 -12754.5 -30361.9 32534.5 21506.7 -18719.6 220135 21240.2 -59531.2 -29973.7
internal_weight=0 1.35674e+06 197 2.96142e+06 16854 1763 15091 343 1420 406 1014 453 202 155 561 166 65 47 384 106 278 230 188 251 101 58 45 395 90 62
internal_count=4318164 1356740 197 2961424 16854 1763 15091 343 1420 406 1014 453 202 155 561 166 65 47 384 106 278 230 188 251 101 58 45 395 90 62
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=31
num_cat=0
split_feature=3 5 1 5 1 0 3 0 0 0 5 5 5 1 5 1 5 1 1 0 5 5 5 5 5 3 2 4 0 1
split_gain=4.99335e+11 5.46931e+12 1.97176e+13 2.33306e+13 2.97342e+13 1.95792e+13 2.80877e+13 4.48082e+13 2.3957e+13 4.68054e+13 4.92605e+13 1.20419e+14 9.80185e+13 5.62395e+13 6.56381e+13 4.60673e+13 3.80664e+13 2.83303e+13 3.28983e+13 4.85051e+13 2.82938e+13 3.56577e+13 5.62832e+13 3.69997e+13 3.27225e+13 5.36285e+13 2.75369e+13 2.6077e+13 2.57574e+13 9.68363e+13
threshold=18.500000000000004 64.020000000000024 37.66934650000001 64.405000000000015 37.792847950000002 54.484631300000011 19.500000000000004 48.713222300000005 55.628356700000005 55.657530000000008 77.715000000000018 73.405000000000015 81.00500000000001 37.362912300000012 74.610000000000014 37.39371280000001 80.00500000000001 37.642309100000013 37.597123000000003 55.591389050000011 81.910000000000011 76.730000000000018 78.010000000000005 80.00500000000001 86.810000000000016 20.500000000000004 13.500000000000002 2.5000000000000004 55.664473600000008 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 7 -3 17 10 11 15 16 -13 -15 26 -12 18 -7 20 21 -20 -23 -24 25 -22 -10 -21 29 -11
right_child=1 2 3 -5 -6 8 -8 -9 9 28 12 13 -14 14 -16 -17 -18 -19 19 27 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=13.668729965768259 98.08129835845773 21362.45151686624 47247.895752660785 -1240.9134169241722 -20662.280389981741 -7148.9511865003806 4595.8881298679717 140295.4921701389 102287.27593615302 -64042.726848934137 82273.568242187495 -146260.39521683674 15971.081651353059 -147946.46196915067 -6520.8432555857489 5754.8974942822479 217062.53450520837 -81474.831455485022 13415.61435751042 174682.61927083333 16972.405516098486 -119770.95812367585 48365.980470842638 -52722.881768229163 6266.3174850109017 207007.88454861112 20577.368867111207 50741.260196659481 1238.0251346008158 17299.59281846281
leaf_weight=3717520 439551 107 69 104032 983 5622 329 45 116 269 165 49 553 39 207 231 24 48 426 24 33 59 70 75 86 27 64 58 46962 321
leaf_count=3717520 439551 107 69 104032 983 5622 329 45 116 269 165 49 553 39 207 231 24 48 426 24 33 59 70 75 86 27 64 58 46962 321
internal_value=0 -84.5988 -583.051 -1390.75 -16208.1 932.352 21021.1 56572.9 758.338 1516.48 19227.8 318.939 37219.2 -48428.8 -28942 35308.2 99389.6 -4932.39 -4365.41 13873.6 6144.55 -3047.67 -37426.9 -3921.36 45809.6 102488 73234.9 87016.8 977.158 -19787
internal_weight=0 600644 161093 105084 1052 56009 481 152 55528 49000 1448 706 742 295 246 411 189 6528 6480 858 776 630 204 145 146 60 180 82 47552 590
internal_count=4318164 600644 161093 105084 1052 56009 481 152 55528 49000 1448 706 742 295 246 411 189 6528 6480 858 776 630 204 145 146 60 180 82 47552 590
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 3 0 1 3 0 3 0 0 3 3 5 0 0 6 3 3 0 0 1 6 3 5 1 5
split_gain=5.25743e+11 2.41996e+13 7.26554e+13 3.00628e+14 1.70989e+14 1.14138e+14 9.18291e+13 8.25819e+13 2.1842e+14 1.65751e+14 1.13673e+14 7.49041e+13 7.00988e+13 1.40695e+14 5.72296e+13 5.48925e+13 5.08146e+13 6.97053e+13 4.76047e+13 7.00007e+13 4.59385e+13 5.01852e+13 4.39433e+13 8.69272e+13 1.23686e+14 8.71641e+13 4.04515e+13 3.95352e+13 3.79607e+13 3.89762e+13
threshold=37.712318250000003 37.737121850000008 55.664473600000008 55.719391050000006 55.708120100000009 55.576287050000012 13.500000000000002 55.601678500000013 37.726745000000001 16.500000000000004 55.591389050000011 23.500000000000004 55.885524800000006 55.899899800000007 10.500000000000002 16.500000000000004 60.310000000000009 55.619594000000006 55.535913550000011 1.5000000000000002 16.500000000000004 24.500000000000004 55.777112100000004 55.762622900000004 37.726745000000001 1.5000000000000002 5.5000000000000009 36.995000000000012 37.726745000000001 73.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 28 18 -6 8 11 10 -10 15 22 -14 26 -7 -9 -18 -2 -20 -8 -22 23 -5 25 -25 -15 -16 29 -4
right_child=1 -3 3 12 6 7 20 16 9 -11 -12 -13 13 14 27 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-65.520495373615105 3309.6788407894128 -8.5069676837549846 -2302.6109841173343 13963.75227690276 -17842.554286295574 14591.212280222257 -117285.19237830531 13781.731700600105 10660.57109700521 39641.807899434731 165500.13626028417 -31423.316891024981 -45598.642604987675 8864.3784899892162 -6792.4488221699612 107584.90550321693 20928.757823791504 -20283.587034286822 -79687.063737824676 -9807.3081644105168 -30089.770725426308 -94962.510997828198 22025.184966742821 -137745.85355072023 6003.4553924560551 -27780.560781841854 -16314.959756089469 13103.765341178087 -27080.567485942134 87413.996469350968
leaf_weight=954084 4391 3330109 704 2398 300 954 260 5847 60 567 226 376 678 898 1336 68 640 1144 154 2073 221 259 2579 128 500 165 2204 3956 833 52
leaf_count=954084 4391 3330109 704 2398 300 954 260 5847 60 567 226 376 678 898 1336 68 640 1144 154 2073 221 259 2579 128 500 165 2204 3956 833 52
internal_value=0 18.5822 2674.08 -1820.23 -32988.1 7432.87 -64511.6 14239.2 31070.7 70949.1 133016 6738.64 3700.61 -1780.21 1759.09 20778.7 9274.25 -5498.89 -2730.37 -14639.6 -83431.5 -65094 12317.9 4472.44 -24228.9 -75820 -9025.78 8080.84 -12356 3868.37
internal_weight=0 3.36408e+06 33971 17471 2629 16500 1040 9882 2251 853 286 1398 14842 9072 8394 1022 7631 1784 6618 2227 740 480 5770 3191 793 293 3102 5292 1589 756
internal_count=4318164 3364080 33971 17471 2629 16500 1040 9882 2251 853 286 1398 14842 9072 8394 1022 7631 1784 6618 2227 740 480 5770 3191 793 293 3102 5292 1589 756
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=31
num_cat=0
split_feature=5 5 3 3 0 1 4 4 2 2 1 1 3 1 0 0 0 3 1 1 2 1 3 2 6 3 4 1 1 2
split_gain=5.45282e+11 3.88749e+12 2.4175e+13 2.80769e+13 6.6266e+13 4.22215e+13 5.86839e+13 4.88865e+13 3.96761e+13 2.45157e+13 4.06022e+13 2.156e+13 2.56408e+13 1.83608e+13 1.9277e+13 1.88217e+13 1.68107e+13 5.57264e+13 1.70734e+13 2.58829e+13 1.00784e+14 3.14966e+13 6.05567e+13 3.70296e+13 1.94845e+13 5.85177e+13 3.98714e+13 2.98506e+13 4.55462e+13 4.30306e+13
threshold=55.405000000000008 54.990000000000002 5.5000000000000009 12.500000000000002 59.882016200000002 30.346469350000003 1.5000000000000002 1.5000000000000002 8.5000000000000018 6.5000000000000009 30.332994000000003 30.243224600000001 8.5000000000000018 30.259484550000003 59.950068600000009 60.035045000000004 59.896318000000008 13.500000000000002 37.457850350000008 37.620907050000007 24.500000000000004 37.66934650000001 14.500000000000002 3.5000000000000004 1.5000000000000002 22.500000000000004 2.5000000000000004 37.582182450000005 37.542000650000013 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -7 11 10 -8 -6 -13 15 16 -5 18 -18 -15 20 24 22 -21 -24 26 27 -20 28 -26 -29
right_child=-2 2 3 13 5 7 9 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-12.07314340010471 45.487904838199455 2527.1197416403184 -3609.2464662824191 6807.2474281839814 -178107.12486111114 109429.77968750001 -2578.9439753264878 -15558.742855012752 17678.129907226565 -59458.136094771995 -132795.09327674282 -175984.07900000003 -54185.001478794649 -9180.1323437094634 -14872.144391631207 43713.619986251753 128083.25856649711 7741.1750920530221 -9724.2953141362159 102709.24308449075 236615.42335937498 266.92275891367183 -147138.4516759924 -36066.872115762577 14284.898426351083 86066.970402644234 96085.342046155434 109608.72447916667 -55161.283762579449 -8454.2607350316539
leaf_weight=2636859 1636543 13811 13056 606 45 33 303 605 24 172 26 25 56 1835 875 179 43 366 567 27 20 11022 37 159 473 117 38 66 118 58
leaf_count=2636859 1636543 13811 13056 606 45 33 303 605 24 172 26 25 56 1835 875 179 43 366 567 27 20 11022 37 159 473 117 38 66 118 58
internal_value=0 -27.7604 -951.873 -2504.27 -5744.83 -27375.7 -45292.5 -9093.82 -100163 -28864.1 -12869.6 -122609 -91777.3 295.062 -445.619 15222.8 398.969 20393.3 -163.573 1139.01 13679.7 -485.868 -37693.3 -57034.5 10576.9 20506.5 -3078.4 9778.4 419.163 54385.7
internal_weight=0 2.68162e+06 44762 30951 14345 1289 651 638 150 501 329 126 81 16606 15821 785 14946 409 14537 12702 1457 11245 223 196 1437 832 605 715 591 124
internal_count=4318164 2681621 44762 30951 14345 1289 651 638 150 501 329 126 81 16606 15821 785 14946 409 14537 12702 1457 11245 223 196 1437 832 605 715 591 124
is_linear=0
shrinkage=0.1


Tree=3387
num_leaves=31
num_cat=0
split_feature=5 0 1 3 0 3 1 5 5 5 3 2 3 5 6 3 5 3 1 4 3 1 0 3 1 4 2 4 4 1
split_gain=5.25206e+11 2.53125e+12 1.41526e+13 1.46092e+13 1.24654e+13 1.05495e+13 8.78721e+12 1.88691e+13 3.14649e+13 1.15348e+13 1.13417e+13 1.07045e+13 1.67935e+13 9.3253e+12 8.34189e+12 7.45637e+12 8.58616e+12 6.16286e+12 4.2327e+12 4.15421e+12 4.05661e+12 1.02278e+13 1.43382e+13 1.10923e+13 1.72588e+13 4.70963e+12 3.53437e+12 5.76732e+12 3.4647e+12 4.3578e+12
threshold=22.030000000000005 43.592450450000008 39.739656000000004 2.5000000000000004 43.642715500000008 14.500000000000002 39.726951800000002 20.010000000000002 21.015000000000004 16.850000000000005 4.5000000000000009 3.5000000000000004 5.5000000000000009 19.650000000000002 1.5000000000000002 12.500000000000002 19.650000000000002 3.5000000000000004 39.718803500000007 1.0000000180025095e-35 6.5000000000000009 39.969502550000009 43.465905150000005 8.5000000000000018 39.925119750000007 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 15 20 7 9 -9 10 -5 12 13 17 -11 16 28 -8 19 -18 25 22 23 24 -22 -4 27 -16 29 -3
right_child=-2 4 5 6 -6 -7 11 8 -10 14 -12 -13 -14 -15 26 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=102533.48530273497 4.8195521659535672 -10995.263152966529 -15498.85787984914 74292.55025 -215.12237143025115 68266.234523809529 93649.597483132107 107204.00721227133 -9951.0677847055285 -86318.006605113638 -14434.497794117648 -21962.099053485581 119650.82283653846 -15905.716444052419 -12987.801014927456 -72388.466271391371 15669.420499894426 24894.995068359378 -37408.227751627608 -29562.398654513891 150934.23607235865 -22424.313255884743 -4783.1000788370766 6934.318115234375 30059.830439814818 -750.07692704924739 3024.0266335227275 -78232.197968750013 24432.938862304687 17678.541970486112
leaf_weight=20 4237242 334 348 25 78600 21 22 41 52 22 34 26 26 31 42 21 37 32 150 45 21 77 96 32 27 573 44 20 40 63
leaf_count=20 4237242 334 348 25 78600 21 22 41 52 22 34 26 26 31 42 21 37 32 150 45 21 77 96 32 27 573 44 20 40 63
internal_value=0 -252.362 3646.01 19045.3 -332.601 -1985.37 15041.1 4887.07 41697.9 -13419.9 23161.7 35793.9 49322.3 27810 -30281.8 -13714.9 -11873.1 52906.1 -27421.4 -9152.92 -3242 7973.45 21272.5 52539.2 82942.4 -6322.91 -18651.6 -34034.4 -3618.65 -6445.01
internal_weight=0 80922 1632 437 79290 1195 417 280 93 187 59 137 111 85 128 690 669 54 232 82 1174 253 176 80 48 921 106 62 437 397
internal_count=4318164 80922 1632 437 79290 1195 417 280 93 187 59 137 111 85 128 690 669 54 232 82 1174 253 176 80 48 921 106 62 437 397
is_linear=0
shrinkage=0.1


Tree=3388
num_leaves=31
num_cat=0
split_feature=3 0 0 2 1 5 3 1 1 5 5 5 2 1 1 5 2 3 2 2 5 6 5 5 3 2 5 2 3 5
split_gain=4.98495e+11 5.33527e+12 1.23635e+13 4.7853e+13 2.79248e+13 1.09381e+14 4.06336e+13 5.76798e+13 4.75787e+13 4.0014e+13 3.38215e+13 4.68945e+13 3.47943e+13 3.33555e+13 2.97128e+13 2.96257e+13 4.16887e+13 2.74718e+13 2.35075e+13 2.49012e+13 4.05171e+13 2.22924e+13 2.16439e+13 1.77522e+13 1.6589e+13 4.85261e+13 2.13705e+13 1.43243e+13 1.31225e+13 2.96182e+13
threshold=18.500000000000004 43.592450450000008 44.039893800000009 5.5000000000000009 39.704585000000002 65.045000000000016 21.500000000000004 39.718803500000007 39.726951800000002 44.605000000000011 54.990000000000002 64.020000000000024 12.500000000000002 39.718803500000007 39.666208800000007 64.805000000000021 9.5000000000000018 20.500000000000004 14.500000000000002 7.5000000000000009 56.835000000000008 1.5000000000000002 38.210000000000008 36.995000000000012 24.500000000000004 11.500000000000002 75.750000000000014 14.500000000000002 19.500000000000004 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 21 5 14 8 24 13 -10 -9 -12 -13 18 -5 16 -11 -17 19 -6 23 -3 -20 -21 26 -26 -8 -28 29 -23
right_child=1 2 -4 4 6 -7 7 10 9 15 11 12 -14 -15 -16 17 -18 -19 22 20 -22 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=13.65722905363355 -5010.1750916370929 -11801.77272636218 -86.140534549855957 89821.646241918104 -45679.950111607148 -239478.55414402173 79390.444262695324 -10846.297252856726 -45280.660209517053 267581.33055664063 -154298.66956521739 37660.374306640624 -98867.377812499995 -109328.56300455731 -55953.902314814826 108801.67197580646 92826.146511627914 -35441.553464673918 23601.567612591913 85282.955919471162 194691.33958333335 -16561.827672697367 -95124.275892857157 -35324.440339461617 -35047.42563920455 151573.38523848684 33843.60748697917 -69805.838424479167 95525.608290608739 133782.3228125
leaf_weight=3717520 2191 39 597337 29 21 23 32 261 22 20 46 40 35 24 27 31 43 23 34 26 21 38 28 23 22 38 24 30 96 20
leaf_count=3717520 2191 39 597337 29 21 23 32 261 22 20 46 40 35 24 27 31 43 23 34 26 21 38 28 23 22 38 24 30 96 20
internal_value=0 -84.5277 -66.4943 10449.1 980.179 -55872.6 6301.71 -10672.8 34664.2 78450.9 -31106.2 -74807.3 -26052.6 278.09 19537 101717 148304 47364.7 17471.3 49825.6 78477.3 55733.1 -30016.6 28671.3 42789.8 83145.8 14634.5 -23739.4 72836.1 35281
internal_weight=0 600644 598453 1116 923 79 844 528 316 139 382 121 75 177 56 117 63 54 153 91 70 193 62 49 146 60 86 54 154 58
internal_count=4318164 600644 598453 1116 923 79 844 528 316 139 382 121 75 177 56 117 63 54 153 91 70 193 62 49 146 60 86 54 154 58
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=31
num_cat=0
split_feature=1 2 0 0 5 6 5 3 3 5 5 0 0 1 5 0 1 4 2 3 5 5 1 5 2 3 5 5 5 1
split_gain=4.9607e+11 2.40077e+12 8.31017e+12 1.13209e+13 7.36118e+12 8.96584e+12 1.3584e+13 1.18016e+13 9.79559e+12 1.07739e+13 1.30634e+13 9.14962e+12 8.71173e+12 8.53644e+12 9.06429e+12 8.01755e+12 7.08068e+12 1.24966e+13 9.02065e+12 1.46208e+13 1.13544e+13 1.13154e+13 8.51915e+12 8.08826e+12 7.80176e+12 1.18e+13 1.1411e+13 9.07484e+12 6.23899e+12 6.12268e+12
threshold=83.000022850000008 13.500000000000002 54.920670650000005 53.355366400000001 34.010000000000012 1.5000000000000002 109.05000000000001 16.500000000000004 17.500000000000004 53.005000000000003 53.995000000000012 55.046835900000012 55.002082750000007 83.053286850000021 46.810000000000009 54.943968150000011 83.761389800000003 1.5000000000000002 14.500000000000002 15.500000000000002 71.715000000000018 89.00500000000001 104.38035940000002 102.01000000000001 16.500000000000004 19.500000000000004 69.610000000000014 65.045000000000016 85.91500000000002 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 16 15 7 8 11 9 -7 -11 12 13 -6 -15 -4 23 -18 19 -19 -21 -22 -20 -3 25 27 -26 -24 -5 -8
right_child=1 2 4 28 5 6 29 -9 -10 10 -12 -13 -14 14 -16 -17 17 18 22 20 21 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=12.749190889381994 -124.42290390892427 -2758.7720517114553 -4467.3484855006291 12357.029276388235 12812.168930812779 -481.75100505757592 -62983.578683035717 -533.57675432977533 1232.4350730501794 -53955.47658253205 -11702.482397708796 5445.7199936523439 88034.733700284094 18945.55756312779 101788.574125 11606.134593935483 -4179.7424380119273 70867.558250859962 17990.599805609923 -2320.0131036538996 110822.09862351191 15751.672275075605 31887.970480559594 -60346.530750000005 -8543.4206597222219 -85441.432741477271 84211.712053571435 -22088.970341019085 38224.729764164724 -10978.128217516449
leaf_weight=3782924 521548 998 455 725 197 1017 56 3576 2187 78 1182 575 22 28 25 976 604 67 354 113 21 31 43 25 36 22 21 113 107 38
leaf_count=3782924 521548 998 455 725 197 1017 56 3576 2187 78 1182 575 22 28 25 976 604 67 354 113 21 31 43 25 36 22 21 113 107 38
internal_value=0 -90.1076 1217.01 5606.38 -165.732 -1227.1 -4339.56 1980.37 -3547.37 -8138.25 -14318.1 12594.1 27705.7 22396.7 58022.5 6495.42 2181.38 6738.2 14770.4 31472.1 15475.2 54145.5 8191.8 -4166.1 -6568.93 -16879.7 25629.5 -7210.71 15683.8 -41960.1
internal_weight=0 535240 13692 3280 10412 8981 4558 4423 4464 2277 1260 847 272 250 53 1431 2448 1425 821 232 165 52 589 1023 235 178 57 156 832 94
internal_count=4318164 535240 13692 3280 10412 8981 4558 4423 4464 2277 1260 847 272 250 53 1431 2448 1425 821 232 165 52 589 1023 235 178 57 156 832 94
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=31
num_cat=0
split_feature=1 3 5 0 0 3 3 3 2 5 3 1 0 2 3 5 5 5 5 2 2 3 5 3 4 2 5 4 2 0
split_gain=4.97492e+11 1.9146e+12 1.94192e+12 4.0061e+12 3.79355e+12 3.75269e+12 2.25178e+13 8.90468e+12 1.2023e+13 1.12781e+13 8.655e+12 3.66163e+12 7.52072e+12 8.05645e+12 1.51721e+13 9.91505e+12 7.43029e+12 1.2626e+13 1.36148e+13 2.8133e+13 2.65603e+13 1.55978e+13 1.81599e+13 1.55325e+13 2.19515e+13 1.27539e+13 2.144e+13 1.67104e+13 1.14879e+13 8.80706e+12
threshold=91.398302750000013 26.500000000000004 46.010000000000012 46.672631750000008 48.713222300000005 10.500000000000002 20.500000000000004 24.500000000000004 16.500000000000004 65.905000000000015 16.500000000000004 104.38035940000002 52.485928400000006 9.5000000000000018 10.500000000000002 51.815000000000005 80.00500000000001 93.00500000000001 101.05000000000001 4.5000000000000009 7.5000000000000009 9.5000000000000018 142.05000000000004 7.5000000000000009 3.5000000000000004 2.5000000000000004 150.04500000000004 3.5000000000000004 1.5000000000000002 51.67657710000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 10 8 9 -8 -7 12 13 16 -15 -16 29 -18 20 23 -19 22 -21 25 -25 28 27 -27 -20 -6
right_child=1 -3 3 4 11 6 7 -9 -10 -11 -12 -13 -14 14 15 -17 17 18 19 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-6.2588907217759839 -224.56268183548519 -25962.657934570314 -32377.363671875002 3153.1974904518561 -41292.481460571289 33616.668393776636 7713.7849165482958 29945.641503906252 35770.46875 -82254.66184210527 101966.75748806 -517.25536785378324 568.27091257685959 90873.317127403861 39682.877993256196 5238.7714330745657 25618.686824122957 -7401.5180852217645 -38978.266714969759 39210.081364746096 -130653.14171875 -1576.2268005371095 143142.8136129445 90713.19497227823 -43662.573378906251 -68888.827272727271 -118387.49203629034 57407.826875000006 44616.064425223216 1845.036162251992
leaf_weight=4176165 63048 28 37 486 48 44 22 44 23 38 32 25372 48051 26 106 395 367 139 31 40 20 32 29 31 20 22 31 20 35 3382
leaf_count=4176165 63048 28 37 486 48 44 22 44 23 38 32 25372 48051 26 106 395 367 139 31 40 20 32 29 31 20 22 31 20 35 3382
internal_value=0 184.073 189.23 519.79 535.219 7922.9 19342 -6422.4 -25701.8 -49266.2 62395.7 470.126 944.368 4729.84 16391.7 12526.3 3282.75 11853.1 626.479 13483.8 -22904.9 56129.8 82892 -9185.88 38016.8 -26504.8 -55307 -8747.56 5352.06 1241.36
internal_weight=0 141999 141971 78923 78886 689 203 127 83 60 76 78197 52825 4774 527 501 4247 817 450 291 159 101 69 190 51 139 73 42 66 3430
internal_count=4318164 141999 141971 78923 78886 689 203 127 83 60 76 78197 52825 4774 527 501 4247 817 450 291 159 101 69 190 51 139 73 42 66 3430
is_linear=0
shrinkage=0.1


Tree=3391
num_leaves=31
num_cat=0
split_feature=2 0 0 3 5 5 0 5 0 1 5 6 5 5 5 3 0 0 0 3 2 3 5 5 1 5 5 5 0 3
split_gain=4.81587e+11 4.23424e+12 7.6972e+12 1.42574e+13 7.83411e+12 1.06313e+13 2.11895e+13 1.58549e+13 1.5909e+13 8.89365e+12 7.42195e+12 2.7611e+13 7.68418e+12 7.85917e+12 9.11707e+12 6.9681e+12 7.82499e+12 6.86335e+12 2.10661e+13 2.45805e+13 1.57971e+13 2.07751e+13 2.56397e+13 1.59722e+13 1.03516e+13 1.34442e+13 3.28935e+13 1.66131e+13 1.97822e+13 1.15185e+13
threshold=24.500000000000004 55.751981950000008 55.74310830000001 26.500000000000004 73.995000000000019 70.00500000000001 55.708120100000009 67.990000000000023 55.68356880000001 37.777459000000007 77.00500000000001 1.5000000000000002 78.010000000000005 78.710000000000022 79.010000000000005 30.500000000000004 55.628356700000005 55.795550600000006 55.793358600000012 29.500000000000004 28.500000000000004 33.500000000000007 42.605000000000011 55.405000000000008 49.148175700000003 70.00500000000001 60.005000000000003 54.710000000000008 55.769960200000007 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 -9 -8 11 15 -12 -14 -15 16 -6 18 19 24 21 22 -21 -23 25 26 27 -3 -29 -28
right_child=1 17 3 -5 10 6 9 8 -10 -11 12 -13 13 14 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=2.2047327701734609 -914.89356679175637 14543.472600040879 65736.334062499998 7488.2577120370952 11346.710914562595 -7988.269045870421 -103193.28142857144 12237.243976171876 82753.003815406992 -19599.795761718749 -40315.927760074017 103846.60807562934 58682.50223162616 -61179.99476376488 5184.2270756321777 42888.920500837055 -49541.765234375001 -1035.9988809718084 -60404.28398822985 -12728.189770507814 -8815.7534546225706 -61686.597513338413 -146164.83776041667 24149.683237092395 -29838.432196044923 61858.182235225562 -109207.53639322918 11300.770615234374 147286.23736413044 -19261.176077008928
leaf_weight=4299425 5330 172 45 635 62 610 35 125 43 20 38 36 27 21 1453 35 32 9212 76 24 373 41 36 46 48 62 24 20 23 35
leaf_count=4299425 5330 172 45 635 62 610 35 125 43 20 38 36 27 21 1453 35 32 9212 76 24 373 41 36 46 48 62 24 20 23 35
internal_value=0 -505.848 1135.64 11342.9 253.352 -1405.96 -13348.3 38.4962 30285.9 -72795.7 6254.74 26410.6 4093.78 5218.07 4238.74 4800.56 -9381.28 -1882.4 -9838.53 -5587.43 -19757.6 -47521.6 -92790.2 -16301.9 13601.3 19807 10291.8 28442.2 84037.2 -55849.5
internal_weight=0 18739 8547 680 7867 6163 665 5498 168 55 1704 165 1539 1501 1474 129 94 10192 980 904 520 147 60 87 384 336 274 215 43 59
internal_count=4318164 18739 8547 680 7867 6163 665 5498 168 55 1704 165 1539 1501 1474 129 94 10192 980 904 520 147 60 87 384 336 274 215 43 59
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=31
num_cat=0
split_feature=5 0 5 1 1 1 1 3 3 2 1 2 3 3 0 2 2 2 0 6 5 2 2 1 1 0 0 3 2 3
split_gain=4.80769e+11 3.61767e+12 1.029e+13 1.59433e+13 2.15985e+13 3.67246e+13 3.36945e+13 2.39557e+13 3.193e+13 2.23973e+13 1.96653e+13 2.13999e+13 1.73256e+13 1.72658e+13 2.19512e+13 3.29855e+13 2.3221e+13 2.09463e+13 2.45168e+13 1.71613e+13 1.67263e+13 2.06322e+13 3.97097e+13 2.4678e+13 1.67182e+13 1.93654e+13 1.84318e+13 1.70338e+13 1.64917e+13 1.57296e+13
threshold=96.015000000000015 55.834684950000003 98.020000000000024 30.102666750000001 37.832345550000007 30.425002000000003 30.434657650000002 4.5000000000000009 8.5000000000000018 5.5000000000000009 30.451272450000005 19.500000000000004 25.500000000000004 11.500000000000002 59.932719750000011 6.5000000000000009 2.5000000000000004 3.5000000000000004 59.963407450000012 1.5000000000000002 97.050000000000011 2.5000000000000004 3.5000000000000004 30.305955500000003 30.362552800000003 59.982527000000012 59.950068600000009 5.5000000000000009 6.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 9 -5 20 -7 -8 12 29 14 15 16 -10 -16 -19 -13 24 23 -23 -22 25 26 27 -9 -20 -12
right_child=1 2 -4 4 -6 6 10 8 13 -11 11 19 -14 -15 17 -17 -18 18 28 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.3204197749374496 189.54143449971238 31548.299505876072 -369.50112159464862 -39798.214784809541 246.67922980371023 -45617.571827651518 39938.713407118055 44691.117200288318 -40380.268406250005 -167215.61242544992 -53171.90143405558 -34205.956453804349 -120500.94176136365 -2588.499623599404 -63446.727072217996 19106.668272569445 -166566.46589285717 117098.49077380952 42134.243087332594 79038.603842163095 -67872.297714120374 173390.65520833334 36998.703082770277 63907.74536458333 55954.886573223041 78626.883258928574 -90707.19677734375 -40221.024848090281 -69609.223078125011 -19398.254851159385
leaf_weight=4168594 96316 117 47831 169 2808 33 45 42 25 28 203 23 22 950 41 27 35 21 28 32 27 30 74 30 51 21 32 54 25 430
leaf_count=4168594 96316 117 47831 169 2808 33 45 42 25 28 203 23 22 950 41 27 35 21 28 32 27 30 74 30 51 21 32 54 25 430
internal_value=0 -176.153 -837.555 -4965.8 -5770.95 -12535.4 -29943.4 -4090.08 -101.532 -101433 -24167.5 -28230.5 -33261.3 -8233.72 -34783 -72683.4 -113989 -6110.6 25656.7 31681.8 25849.4 49840.4 76342.5 1485.62 6536.63 -10378.4 -24980.8 -3071.96 -10574.9 -30229.3
internal_weight=0 149570 53254 5423 5306 2498 816 1682 1513 61 755 710 655 1152 202 87 60 115 74 55 361 161 104 57 200 149 128 96 53 633
internal_count=4318164 149570 53254 5423 5306 2498 816 1682 1513 61 755 710 655 1152 202 87 60 115 74 55 361 161 104 57 200 149 128 96 53 633
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=31
num_cat=0
split_feature=5 4 0 3 2 3 5 1 1 1 5 5 0 3 3 1 3 0 3 3 0 1 1 1 6 0 0 3 2 5
split_gain=5.15058e+11 6.17665e+12 1.53165e+13 1.94817e+13 2.25313e+13 2.35677e+13 1.31231e+13 4.40361e+13 5.13274e+13 1.77187e+13 3.24355e+13 5.0926e+13 4.04719e+13 3.99166e+13 3.16106e+13 2.96245e+13 2.84444e+13 2.66502e+13 6.52343e+13 2.24013e+13 2.159e+13 2.31799e+13 2.97085e+13 5.52525e+13 7.92474e+13 3.51389e+13 1.43057e+14 6.41656e+13 4.00088e+13 2.83601e+13
threshold=81.910000000000011 2.5000000000000004 53.204054050000003 25.500000000000004 11.500000000000002 26.500000000000004 82.00500000000001 30.305955500000003 30.243224600000001 30.315880100000005 83.010000000000005 84.030000000000015 59.916647550000008 8.5000000000000018 5.5000000000000009 30.278357500000002 15.500000000000002 60.017447350000005 24.500000000000004 9.5000000000000018 54.986619450000006 43.808567100000012 37.436176200000013 37.39371280000001 1.5000000000000002 55.664473600000008 55.695992150000002 19.500000000000004 4.5000000000000009 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -4 10 12 14 13 -8 -12 -16 -15 -14 -19 -17 -11 22 23 25 -25 -22 27 28 -27 -28
right_child=1 -3 6 4 5 -7 9 -9 -10 20 11 -13 17 16 15 19 -18 18 -20 -21 21 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-10.763145633971341 1371.0531397208983 249.81097361546017 -30461.390763774674 -35976.37604166667 150065.35892857143 19123.366333912036 -85250.014462209307 -6708.7130610874729 -184937.10677083334 -12126.753206991174 -116691.38450520833 5013.4395260581487 91993.69425 74800.396542968752 -51609.844902505167 118553.0056547619 -27325.142108398439 -74620.859503348227 148319.31934523812 -17063.503455010778 -43853.564778167129 750.03698076099067 -13519.975203760558 229260.05376420455 28262.895937284189 281640.57349759614 -6858.1037517767973 27619.740964471726 107841.71336805556 23741.4187187264
leaf_weight=3935898 13788 341443 76 21 28 27 43 1106 30 2321 48 2923 125 60 121 21 50 35 21 29 204 12306 3245 22 181 26 3566 42 27 331
leaf_count=3935898 13788 341443 76 21 28 27 43 1106 30 2321 48 2923 125 60 121 21 50 35 21 29 204 12306 3245 22 181 26 3566 42 27 331
internal_value=0 110.82 -1051.7 1649.36 52140.2 85784.7 -2440.75 -12609.7 -74180.9 -1962.06 4678.16 1528.67 34306 -3555.45 -44982.7 -24853.9 28379.7 66310.4 8981.71 39895.4 -2998.45 -1936.46 -6261.42 -907.024 50045.8 -3372.09 -1303.4 119941 193102 -4259.07
internal_weight=0 382266 40823 13864 76 55 26959 1212 106 25747 3476 3142 334 153 219 171 110 181 56 50 22271 19950 7644 4399 203 4196 3992 95 53 3897
internal_count=4318164 382266 40823 13864 76 55 26959 1212 106 25747 3476 3142 334 153 219 171 110 181 56 50 22271 19950 7644 4399 203 4196 3992 95 53 3897
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=31
num_cat=0
split_feature=5 3 5 0 4 0 0 1 5 1 0 5 3 0 1 1 1 2 1 1 1 3 0 3 4 0 3 6 0 3
split_gain=5.54377e+11 4.9501e+12 6.45485e+12 1.05359e+13 5.84236e+12 5.41426e+12 8.84665e+12 5.37673e+12 5.29864e+12 5.26977e+12 6.74676e+12 4.8163e+12 1.13592e+13 1.17079e+13 3.93579e+13 3.70514e+13 3.17552e+13 3.52612e+13 2.6133e+13 2.81587e+13 2.30474e+13 2.2491e+13 1.74434e+13 2.00957e+13 1.82032e+13 1.87762e+13 1.49405e+13 2.10857e+13 1.4657e+13 1.30136e+13
threshold=87.395000000000024 1.5000000000000002 91.050000000000011 59.863160500000006 1.5000000000000002 43.642715500000008 44.226894250000008 92.896330950000007 118.33500000000002 39.488326500000007 45.03656895000001 87.00500000000001 30.500000000000004 55.030402950000003 37.832345550000007 37.869926150000005 30.226173900000003 10.500000000000002 37.533784800000006 30.451272450000005 37.620907050000007 20.500000000000004 55.946414150000003 13.500000000000002 1.5000000000000002 59.939091550000008 13.500000000000002 1.5000000000000002 59.950068600000009 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 7 4 -4 8 -7 9 -6 10 -2 -1 13 -13 16 -16 29 21 19 28 -20 22 23 -18 -24 -26 -27 -28 -19 -15
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 17 18 20 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-1.8968953378117253 89500.376618652357 -176.97477023747732 42802.324825246709 -65614.313316761371 -7048.6598437499997 -59239.404036458342 2467.9085350487881 66563.673372395846 58181.464393939394 6950.7284452892491 14003.010216864226 800.86746968263378 -49093.970503472228 28167.477170138889 120579.2838843369 22393.933752799268 47656.323515293967 -118945.19143318966 -167776.79493885871 16809.477219588669 -51757.245125932837 44029.069728963885 69924.492273214593 -9035.6710100446435 -47493.197538325476 -15756.819210912619 -20901.387760416666 119188.67254971592 -26511.947624860491 130529.38675271739
leaf_weight=4036531 20 241846 38 22 20 24 727 24 33 147 29 36929 45 27 41 614 118 29 23 108 67 122 23 133 159 157 21 22 42 23
leaf_count=4036531 20 241846 38 22 20 24 727 24 33 147 29 36929 45 27 41 614 118 29 23 108 67 122 23 133 159 157 21 22 42 23
internal_value=0 -146.754 6595.75 2701.87 4486.85 2675.92 495.904 21888.1 33566.3 16417.6 44818.3 8.74817 1118.98 1177.43 9220.2 28539.9 -2562.29 -6361.91 -37450.2 -15349.1 -81406.7 4714.56 -2862.64 17616.3 -16318.7 -21844.1 -1452.99 50772.6 -64266.4 75254
internal_weight=0 242930 1084 864 842 804 751 220 53 196 49 4.07523e+06 38703 38658 1729 655 1074 1024 269 179 90 755 633 251 382 359 200 43 71 50
internal_count=4318164 242930 1084 864 842 804 751 220 53 196 49 4075234 38703 38658 1729 655 1074 1024 269 179 90 755 633 251 382 359 200 43 71 50
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 5 1 0 2 0 5 4 2 5 1 3 4 5 3 1 6 3 3 5 2 1 6 3
split_gain=5.21422e+11 7.48113e+12 3.39154e+13 1.03123e+14 3.42567e+13 3.689e+13 5.82495e+13 4.05367e+13 3.1368e+13 2.85481e+13 2.50216e+13 2.44186e+13 1.8636e+13 4.12217e+13 2.63191e+13 2.44708e+13 2.53365e+13 5.24935e+13 2.4886e+13 2.37575e+13 1.73085e+13 2.2701e+13 2.51596e+13 2.26695e+13 2.20547e+13 3.02716e+13 3.93621e+13 1.60586e+13 1.56519e+13 4.36217e+13
threshold=45.067452850000002 45.073740550000004 39.007683500000006 38.996948700000011 39.016372550000007 45.070824200000011 1.5000000000000002 77.715000000000018 38.911476500000006 45.070824200000011 14.500000000000002 45.070824200000011 85.91500000000002 2.5000000000000004 5.5000000000000009 64.020000000000024 39.036172050000012 16.500000000000004 1.5000000000000002 75.015000000000015 4.5000000000000009 38.950530550000003 1.5000000000000002 19.500000000000004 18.500000000000004 63.145000000000003 13.500000000000002 39.032393150000004 1.5000000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -4 7 -7 11 -5 -11 -2 13 15 27 16 17 -6 -18 -15 -10 24 -23 -24 25 -22 -27 -14 29 -21
right_child=1 -3 4 9 12 6 -8 -9 20 10 -12 -13 14 19 -16 -17 18 -19 -20 28 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-101.73855248037496 -27318.382341275603 -1.2463277775355406 8166.7226895305103 5328.5819737025668 6642.5733062055078 49994.547330729169 24994.920100820884 204681.09812011721 -12474.91087841797 -36186.012234026108 27054.200637724905 -4017.7278962995715 38651.34995111738 6012.7686639434287 -31779.729113803438 -10587.105303280232 3384.2899082103572 -10074.244728098436 16906.615451754737 141030.71320551657 11209.76778039861 16277.916399733782 1176.9250588494447 -26090.817615680695 -46621.887402343753 33394.187815283869 148971.74892578126 -15651.253207915684 29837.991390097264 6902.9752787272146
leaf_weight=451126 555 3832959 2240 231 4296 36 584 32 650 1202 66 2372 112 407 360 1429 3992 3338 2065 49 1338 1087 6457 320 56 221 34 106 396 48
leaf_count=451126 555 3832959 2240 231 4296 36 584 32 650 1202 66 2372 112 407 360 1429 3992 3338 2065 49 1338 1087 6457 320 56 221 34 106 396 48
internal_value=0 11.8687 1486.96 -2159.31 4216.32 14260.1 35194.2 122788 685.79 -27004.1 -32894.3 -8435.86 2466.32 3102.8 -15174.4 1865.21 3164.92 -666.929 7994.43 23894.3 3312.87 4391.62 2154.68 -110.618 15059.4 17227.8 48804.5 12247.3 38656.6 74658.2
internal_weight=0 3.86704e+06 34079 14589 19490 2892 652 68 13090 1499 1268 2927 16598 16020 578 15120 13691 7634 6057 900 10163 9513 7864 6777 1649 1593 255 218 493 97
internal_count=4318164 3867038 34079 14589 19490 2892 652 68 13090 1499 1268 2927 16598 16020 578 15120 13691 7634 6057 900 10163 9513 7864 6777 1649 1593 255 218 493 97
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 4 2 3 0 1 5 4 5 2 4 5 5 1 0 5 4 5 3 2 5 2 0 5 4 4
split_gain=5.02029e+11 2.42278e+12 5.03974e+12 7.0798e+12 7.82114e+12 3.45594e+12 3.47316e+12 3.73266e+12 8.93017e+12 5.8383e+12 1.23544e+13 6.86328e+12 5.88319e+12 5.78595e+12 5.62642e+12 5.77351e+12 1.72473e+13 5.52035e+12 2.27016e+13 7.3338e+12 1.57657e+13 1.49533e+13 1.45753e+13 1.70512e+13 1.18663e+13 2.04039e+13 1.13465e+13 1.95088e+13 2.95268e+13 2.67675e+13
threshold=83.000022850000008 52.056565900000003 86.192907650000009 85.020000000000024 10.500000000000002 1.0000000180025095e-35 14.500000000000002 4.5000000000000009 51.83362145000001 113.46563545000002 50.805000000000007 3.5000000000000004 46.010000000000012 3.5000000000000004 3.5000000000000004 110.05000000000001 91.050000000000011 114.17164950000002 51.636650050000007 39.995000000000012 1.5000000000000002 53.705000000000005 9.5000000000000018 2.5000000000000004 40.605000000000011 5.5000000000000009 48.713222300000005 52.020000000000003 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 8 14 12 -11 -12 -10 -14 -7 16 -16 -9 19 -19 21 22 23 -21 -25 -26 -22 28 -28 -29
right_child=1 -3 5 -5 -6 6 -8 17 9 10 11 -13 13 -15 15 -17 -18 18 -20 20 26 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=12.825531104659968 7118.4099480469076 -140.5453867359283 12363.217126730622 -32596.924893465912 64748.063655598962 1802.2233048058581 -10533.546779725611 1877.9624062376236 -4331.6957833642073 -9556.1097514430639 8192.8757627395898 57048.179305464233 -16777.304335752859 -58355.686979166669 2719.773681640625 -11920.776027513588 121098.17148437501 -8659.1083055437466 -47476.232468991861 -13490.027154017858 10102.877665958848 -58876.246966552739 9530.9799150968865 16644.353561580883 136610.25471608233 36223.448217773439 -21788.83260185468 18113.465694863284 74883.035665246221 -7117.2299553992125
leaf_weight=3782924 1254 507334 244 44 24 1677 287 17193 485 751 397 31 476 36 32 23 20 974 107 35 688 24 304 34 41 40 742 625 33 1285
leaf_count=3782924 1254 507334 244 44 24 1677 287 17193 485 751 397 31 476 36 32 23 20 974 107 35 688 24 304 34 41 40 742 625 33 1285
internal_value=0 -90.6472 816.507 6842.79 8200.66 516.824 407.086 527.608 -2313.16 -6591.57 -1828.31 11731.5 -12224.3 -19700.8 3000.65 29797.6 48249.9 1031.95 -1917.26 -906.94 1053.75 18050.4 22117 47624.8 66224.9 87036.5 -1354.91 -4290.84 -17672.5 1138.89
internal_weight=0 535240 27906 1322 1278 26584 26340 26053 3928 2176 1179 428 997 512 1752 75 52 22125 4932 4825 3851 478 454 150 115 81 3373 2685 775 1910
internal_count=4318164 535240 27906 1322 1278 26584 26340 26053 3928 2176 1179 428 997 512 1752 75 52 22125 4932 4825 3851 478 454 150 115 81 3373 2685 775 1910
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 1 5 1 3 5 3 5 1 3 5 1 6 1 4 3 5 5 4 5 4 5 4 5 3
split_gain=4.75243e+11 3.6177e+12 2.84714e+13 2.85895e+13 1.05169e+13 6.40762e+13 5.3298e+13 3.12258e+13 2.74073e+13 2.93867e+13 3.06046e+13 2.83794e+13 2.58057e+13 2.30588e+13 2.22881e+13 3.8189e+13 3.36299e+13 3.43477e+13 2.56297e+13 3.16472e+13 2.4217e+13 2.03901e+13 2.01368e+13 5.12152e+13 2.42974e+13 3.10881e+13 2.00072e+13 3.25476e+13 2.8795e+13 2.72522e+13
threshold=60.693675950000006 60.063729500000008 61.880021000000006 33.101335500000005 5.5000000000000009 107.05000000000001 30.502469200000004 58.995000000000012 30.207352000000004 15.500000000000002 69.015000000000015 8.5000000000000018 73.405000000000015 30.226173900000003 4.5000000000000009 72.010000000000005 30.243224600000001 1.5000000000000002 30.102666750000001 3.5000000000000004 3.5000000000000004 75.750000000000014 40.005000000000003 1.5000000000000002 63.455000000000005 2.5000000000000004 80.815000000000012 2.5000000000000004 62.995000000000012 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 14 8 -8 9 10 -6 -10 -12 -13 20 16 17 -16 19 -17 -3 -14 -19 -24 -25 -26 27 28 -15 -29
right_child=-2 2 -4 -5 6 -7 7 -9 11 -11 12 13 21 26 15 18 -18 22 -20 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=1.5908768076404294 280.45839159244844 -8766.4086541911929 66082.840369833677 -32488.687201787965 12683.300371548374 125451.11615287163 38190.607828271801 200611.04414062502 -36693.865051269531 -13763.393823095115 119714.5362935384 -27995.325389049904 -53493.038401100857 390.29292721797628 49686.316648763022 -139823.90401880298 -30480.680660994985 -25857.635927693802 -3484.8690423874632 -9113.7841435185182 12672.175942626955 50845.367831566226 114678.25182291667 4531.6386056409774 56945.228378906257 -85125.378101679104 -20652.477556501119 49480.762054253479 -25709.764153455948 8557.8821445179638
leaf_weight=4243385 59586 1271 62 298 972 37 29 20 231 332 48 310 22 6968 120 59 581 361 42 27 900 126 39 533 20 67 455 225 450 588
leaf_count=4243385 59586 1271 62 298 972 37 29 20 231 332 48 310 22 6968 120 59 581 361 42 27 900 126 39 533 20 67 455 225 450 588
internal_value=0 -3.92417 -1544.27 -1821.38 -1205.26 -5544.91 428.554 104485 -46.7651 12489.8 19952.2 -2084.79 55999.8 -1196.09 -6750.6 -14819 -10899.6 -920.113 -67516 -98787 121.075 35335.6 -6873.81 3525.52 -3466.34 -52465.5 -239.639 888.759 -1193.02 19883.4
internal_weight=0 4.25858e+06 15193 15131 14833 4057 10776 49 10727 1500 1168 9227 196 8996 4020 1849 1721 1140 128 86 2171 148 1020 659 620 87 8686 8231 7418 813
internal_count=4318164 4258578 15193 15131 14833 4057 10776 49 10727 1500 1168 9227 196 8996 4020 1849 1721 1140 128 86 2171 148 1020 659 620 87 8686 8231 7418 813
is_linear=0
shrinkage=0.1


Tree=3398
num_leaves=31
num_cat=0
split_feature=3 3 0 0 0 1 1 3 1 2 5 1 5 1 1 0 0 1 1 3 3 4 5 0 1 6 1 3 5 5
split_gain=4.71729e+11 3.78784e+12 1.58049e+13 9.45201e+13 5.1876e+13 7.14508e+13 1.09404e+14 5.72062e+13 5.02773e+13 4.03659e+13 3.97456e+13 4.65231e+13 4.30765e+13 3.82809e+13 3.77005e+13 1.21396e+14 1.59402e+14 1.29562e+14 1.00177e+14 7.18913e+13 6.20102e+13 6.67541e+13 5.77723e+13 5.14565e+13 4.85119e+13 4.81663e+13 4.43514e+13 3.91737e+13 4.16822e+13 1.56394e+14
threshold=10.500000000000002 14.500000000000002 59.863160500000006 59.939091550000008 59.882016200000002 30.243224600000001 30.362552800000003 12.500000000000002 30.207352000000004 11.500000000000002 93.00500000000001 30.305955500000003 71.00500000000001 30.410108300000001 30.410108300000001 59.932719750000011 59.916647550000008 30.278357500000002 30.323743050000001 13.500000000000002 13.500000000000002 2.5000000000000004 42.405000000000008 59.904813200000007 30.434657650000002 1.5000000000000002 30.332994000000003 13.500000000000002 88.015000000000015 66.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 9 8 -6 10 12 -12 -7 -8 15 16 17 -9 20 22 -19 25 -16 -21 -25 -22 27 -20 29 -29
right_child=1 -3 3 -5 7 6 13 14 -10 -11 11 -13 -14 -15 19 -17 -18 18 26 23 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=25.732845075692094 -657.60875236586764 33.816161221038399 -12121.707001930998 -1293.0680374190049 -70596.611630154643 52440.012887728415 -49873.774344004756 -112239.6968986889 1845.3753206106712 148547.83143765319 58295.840340909097 -118703.30972222223 129391.49125635902 29823.337970027747 -1134.3444819697629 26126.45169907168 -121329.332428125 -39506.202005691928 -4376.7599895198173 30237.068024065866 2476.0513616523281 -37660.400588191107 83724.171786606617 80720.959073755308 -14254.011680763646 67874.274508209972 168393.88454861112 144930.12041364398 210395.49382102271 -164787.76204144023
leaf_weight=2688514 272096 1303445 331 39794 97 472 138 101 7781 51 33 27 86 107 108 1660 125 382 82 969 247 195 312 59 608 207 36 56 22 23
leaf_count=2688514 272096 1303445 331 39794 97 472 138 101 7781 51 33 27 86 107 108 1660 125 382 82 969 247 195 312 59 608 207 36 56 22 23
internal_value=0 -42.4527 -347.207 1213.7 8182.22 27687 42103.5 6324.26 953.414 63040.5 55984 -21353.8 64299.9 -15067.3 14473.6 7573.95 -13291.3 -3295.22 5507.49 24997.7 -7539.85 11275.5 61903.4 15523.1 -5852.93 32294.2 66931.3 46971.4 88660.1 54759.1
internal_weight=0 1.62965e+06 326205 54109 14315 1245 914 13070 7878 669 618 60 558 245 5192 3136 1476 1351 1250 2056 1031 649 420 1636 667 454 219 183 101 79
internal_count=4318164 1629650 326205 54109 14315 1245 914 13070 7878 669 618 60 558 245 5192 3136 1476 1351 1250 2056 1031 649 420 1636 667 454 219 183 101 79
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=31
num_cat=0
split_feature=0 5 5 5 5 3 6 3 1 5 2 5 2 2 5 6 3 3 5 2 3 1 3 3 2 0 3 3 5 3
split_gain=4.72017e+11 2.10918e+12 5.36257e+12 7.93004e+12 9.26392e+12 7.90822e+12 8.30879e+12 8.17383e+12 9.97337e+12 9.64414e+12 7.39478e+12 7.01862e+12 8.67978e+12 6.47557e+12 5.68734e+12 5.44293e+12 7.39656e+12 7.33503e+12 8.94983e+12 5.39768e+12 6.42802e+12 5.29174e+12 1.22716e+13 8.64259e+12 4.93368e+12 1.36167e+13 4.92055e+12 4.63274e+12 1.41577e+13 2.31378e+13
threshold=43.056445700000005 89.00500000000001 82.00500000000001 79.730000000000018 74.010000000000005 11.500000000000002 1.5000000000000002 8.5000000000000018 47.554129950000011 81.00500000000001 9.5000000000000018 78.010000000000005 13.500000000000002 10.500000000000002 80.815000000000012 1.5000000000000002 5.5000000000000009 13.500000000000002 78.710000000000022 10.500000000000002 10.500000000000002 47.554129950000011 9.5000000000000018 4.5000000000000009 9.5000000000000018 42.966471700000007 12.500000000000002 13.500000000000002 92.035000000000011 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -5 15 19 -13 24 -7 16 -6 -17 -19 20 -12 23 -23 -8 -4 26 -26 -3 29 -29
right_child=-2 27 13 5 10 14 21 8 -10 -11 11 12 -14 -15 -16 17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=588.37423349932919 -2.8662545442653298 2829.1041901986237 -4795.8690928752349 24127.198506083019 18770.912918808881 5389.3702321499213 49586.041946318655 63371.707228708794 9433.6406392045446 -31446.37470941311 -15355.776330236486 5073.9522786458338 94272.969687500008 -26836.425816345218 -23916.725901607046 -11793.149254344453 -7140.3163244891985 -10438.80910326087 -100733.0951264881 -13676.830923295456 36574.080726008629 7767.7422805683736 73568.834949776792 -3504.1032585725502 28952.761906250002 -17294.670752685546 95499.666699218753 -10834.894990234376 -12370.59389321942 110341.08466609074
leaf_weight=20603 4285952 5888 1698 131 136 158 33 91 55 41 37 24 20 128 114 975 580 23 21 110 67 149 35 433 25 50 20 40 501 26
leaf_count=20603 4285952 5888 1698 131 136 158 33 91 55 41 37 24 20 128 114 975 580 23 21 110 67 149 35 433 25 50 20 40 501 26
internal_value=0 381.368 -23.7195 385.905 -41.3786 8172.11 12405.4 25651.1 43052.6 10880 -6551.56 9244.51 45619 -5106.39 -6893.33 -8900.49 -2218.63 -13595.5 -53533.8 1765.65 18099 5925.18 20284.3 255.499 -3555.11 18621.9 58529.2 1997.76 -6635.26 36901.1
internal_weight=0 32212 25757 23836 22596 1240 968 318 146 172 1993 258 44 1921 272 1735 716 1019 44 214 104 650 184 466 1793 95 45 6455 567 66
internal_count=4318164 32212 25757 23836 22596 1240 968 318 146 172 1993 258 44 1921 272 1735 716 1019 44 214 104 650 184 466 1793 95 45 6455 567 66
is_linear=0
shrinkage=0.1


Tree=3400
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 6 1 3 5 3 1 0 1 5 5 1 3 1 5 1 5 5 5 0 3 5 5 1 5 5
split_gain=4.64776e+11 5.30999e+12 3.77158e+13 2.37786e+13 2.06855e+13 1.93549e+13 2.33291e+13 2.26404e+13 4.75141e+13 3.57201e+13 4.51696e+13 3.80368e+13 2.54612e+13 2.22661e+13 2.01137e+13 2.9376e+13 3.57229e+13 3.81058e+13 6.60584e+13 3.52982e+13 4.19579e+13 9.11463e+13 2.58197e+13 2.19208e+13 2.12754e+13 2.89781e+13 1.78204e+13 1.84649e+13 1.76553e+13 1.753e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 47.272352350000006 39.488326500000007 1.5000000000000002 39.666208800000007 20.500000000000004 114.05000000000001 21.500000000000004 39.694727950000008 47.222459950000008 39.718803500000007 19.650000000000002 40.905000000000008 39.767857750000005 14.500000000000002 39.826386800000009 105.35000000000001 39.753614400000011 101.05000000000001 65.905000000000015 92.035000000000011 47.236539400000005 24.500000000000004 71.00500000000001 38.905000000000008 39.488326500000007 56.005000000000003 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 29 8 12 10 28 -11 -6 -8 23 19 17 18 -17 -16 21 -21 -23 -15 25 -18 -4 -28 -9 -7
right_child=1 3 26 -5 5 6 13 9 -10 11 -12 -13 -14 14 15 16 24 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-36.347295688881559 -153.75200282316146 -16548.413016426126 878.48747017388257 35.627657948032642 -9118.8274864474643 1203.9670912962667 82652.166467927629 40088.629918323866 96131.542448624328 11538.15516990284 7998.4947323795686 -2998.965312419351 7297.5119416966736 -6984.418149086333 8914.809435251238 18323.557827328172 -4449.0282895301825 -10281.004625612059 151039.36185897436 12675.787322094568 -44218.838228777982 76034.781429931638 171507.92904829548 7315.5093763644181 22004.227682700395 -33092.722390016563 17409.066756028398 -9708.0532080441208 111228.5898120777 -20633.876519988211
leaf_weight=1938624 291938 573 2551 2031380 4805 11255 38 66 46 2586 277 5921 1176 2192 9955 978 1683 501 39 456 67 200 33 2098 223 447 260 7342 74 380
leaf_count=1938624 291938 573 2551 2031380 4805 11255 38 66 46 2586 277 5921 1176 2192 9955 978 1683 501 39 456 67 200 33 2098 223 447 260 7342 74 380
internal_value=0 29.6123 -362.127 86.5768 2333.14 2570.95 4013.97 -377.159 -5112.33 2820.84 31396.5 1420.1 -5891 6181.76 6027.78 7798.53 332.465 12292.6 23413 10496.8 31328.3 38674.7 89556.7 8.87974 -7383.43 -10460.2 -6353.7 -8780.61 77691.2 490.741
internal_weight=0 2.37954e+06 302091 2.07745e+06 46069 45496 30545 14951 6027 8924 417 8507 5981 18910 18872 14582 3871 1518 1017 10711 756 689 233 4290 2353 2130 10153 7602 140 11635
internal_count=4318164 2379540 302091 2077449 46069 45496 30545 14951 6027 8924 417 8507 5981 18910 18872 14582 3871 1518 1017 10711 756 689 233 4290 2353 2130 10153 7602 140 11635
is_linear=0
shrinkage=0.1


Tree=3401
num_leaves=31
num_cat=0
split_feature=5 2 3 1 1 3 0 1 5 5 2 3 5 1 0 2 3 5 3 5 3 3 5 2 3 4 3 0 5 0
split_gain=5.06064e+11 4.06149e+12 9.13701e+12 9.02844e+12 6.76297e+13 3.49511e+13 3.86988e+13 5.33183e+13 3.56685e+13 5.33564e+13 5.82342e+13 4.56575e+13 3.71059e+13 3.34154e+13 5.58598e+13 1.06398e+14 3.49408e+13 4.02878e+13 3.79763e+13 3.14858e+13 3.04154e+13 3.6354e+13 3.84743e+13 2.72709e+13 3.28391e+13 3.23208e+13 2.95814e+13 1.05444e+14 2.47406e+13 3.31549e+13
threshold=87.395000000000024 8.5000000000000018 8.5000000000000018 38.959914000000005 38.975980350000007 11.500000000000002 45.022371150000005 38.969379750000009 161.85000000000002 128.92000000000004 3.5000000000000004 16.500000000000004 137.05000000000004 38.950530550000003 45.063245200000004 1.5000000000000002 11.500000000000002 95.020000000000024 12.500000000000002 123.15000000000002 19.500000000000004 24.500000000000004 100.05000000000001 7.5000000000000009 21.500000000000004 2.5000000000000004 11.500000000000002 45.022371150000005 99.555000000000021 45.067452850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 13 5 6 7 -5 9 19 -11 12 -12 -2 15 -15 17 -16 -18 20 -7 -22 -23 25 -25 -17 27 -27 29 -20
right_child=1 2 -4 4 -6 8 -8 -9 -10 10 11 -13 -14 14 16 23 18 -19 28 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=8.3582906271675039 788.20766618401831 -39437.881198770498 -719.82571541065909 66548.413138120231 -34.746375307804321 -16587.17686783208 -11811.255878372975 -105090.12572544644 70945.457901785718 8819.6142187499991 -251838.86537198155 -6626.1632440476187 -105986.77014885981 -181238.32886962892 80635.511982996322 49507.956789434531 147052.92803622159 -7200.9348983289938 50278.711811755958 86727.324187499995 -72686.362162486286 -68321.172907366068 94668.429205729175 -12720.852853260869 148543.26166294643 213404.83666406252 -23479.186819738356 -35739.408831441629 72853.602095762311 -58537.765736607151
leaf_weight=4075234 55955 61 75073 131 108277 781 879 21 35 40 33 21 37 32 68 105 44 225 84 25 228 28 30 23 28 25 381 53 165 42
leaf_count=4075234 55955 61 75073 131 108277 781 879 21 35 40 33 21 37 32 68 105 44 225 84 25 228 28 30 23 28 25 381 53 165 42
internal_value=0 -140.213 -751.26 133.395 -394.341 -17404.3 -3754.75 42835.2 -28590.9 -31439.4 -91744.7 -135949 -174746 1152.96 17160.6 -3461.05 38406.1 13184.3 60465.7 -24205 -26804.1 -54704.3 15983.8 5789.15 75816.3 -543.089 -11992.7 44114.5 47373.4 14006.6
internal_weight=0 242930 75134 167796 110566 2289 1031 152 1258 1223 131 91 70 57230 1275 647 628 293 335 1092 1067 286 58 615 51 564 459 78 291 126
internal_count=4318164 242930 75134 167796 110566 2289 1031 152 1258 1223 131 91 70 57230 1275 647 628 293 335 1092 1067 286 58 615 51 564 459 78 291 126
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 0 1 5 3 4 5 4 3 1 5 5 3 3 2 5 1 5 5 0 3 5 5 6 3 5
split_gain=4.88258e+11 7.76074e+12 3.02786e+13 7.62514e+13 6.00472e+13 3.03757e+13 5.92384e+13 2.79006e+13 3.38619e+13 3.38286e+13 2.59443e+13 2.4465e+13 3.52856e+13 2.38143e+13 3.09174e+13 2.51259e+13 2.24189e+13 1.90984e+13 1.77453e+13 2.26593e+13 1.66416e+13 2.57584e+13 2.00077e+13 4.60909e+13 1.97556e+13 1.90467e+13 1.52045e+13 1.49606e+13 1.4893e+13 2.33139e+13
threshold=47.236539400000005 46.672631750000008 39.488326500000007 39.262370300000008 71.715000000000018 47.155083450000006 39.704585000000002 56.205000000000005 17.500000000000004 4.5000000000000009 76.730000000000018 2.5000000000000004 3.5000000000000004 39.666208800000007 105.35000000000001 96.015000000000015 15.500000000000002 11.500000000000002 5.5000000000000009 91.050000000000011 39.714575750000009 102.01000000000001 99.555000000000021 47.228519500000004 25.500000000000004 142.05000000000004 54.410000000000004 1.5000000000000002 24.500000000000004 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 26 6 -4 -7 11 13 27 12 -9 14 15 -10 18 -14 -3 -20 21 22 24 -24 -15 -23 -5 -8 29 -22
right_child=-2 2 5 4 -6 7 10 8 9 -11 -12 -13 17 20 -16 -17 -18 -19 19 -21 28 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-47.520652879327628 -14.903714748193551 3554.6815065941951 -33844.619174956126 13569.260985625537 96558.483830378609 -334.06080859218457 12818.711165555515 -30174.699666141227 -10005.136809745409 128356.55177185059 -30012.897568164353 4413.6653401521935 23062.580440418122 17346.034285991998 -125382.73104619567 85287.156919642861 -101739.73582589286 8331.6011067264462 -7278.9954914577938 -76357.900460937512 -6142.0531267945453 -41321.55399460566 -6717.5863830566414 170691.87631655094 -56178.930072663963 63726.055937500001 32435.057943946438 -2953.8912745016137 11326.444433221484 49312.804747596158
leaf_weight=622427 3609165 6771 661 1555 104 45941 650 173 2346 20 338 10067 1857 954 23 28 21 1673 944 50 2702 126 32 27 38 20 589 8038 746 78
leaf_count=622427 3609165 6771 661 1555 104 45941 650 173 2346 20 338 10067 1857 954 23 28 21 1673 944 50 2702 126 32 27 38 20 589 8038 746 78
internal_value=0 75.8675 962.992 6128.11 22351.7 285.853 -4947.55 1044.2 4072.34 -1516.18 -2831.33 6970.09 13920 -1880.99 -9999.09 -8881.22 1444 16081 1723.05 -10753.8 2239.07 12426.9 17894.4 74469.8 14529.6 -26931.5 18752.1 -1773.85 -1219.48 -4586.13
internal_weight=0 708999 86572 10034 2248 76538 9687 66851 20910 7140 9026 13770 3703 7120 2397 2374 7786 3530 7765 994 4723 1197 1051 59 992 146 2144 8688 3526 2780
internal_count=4318164 708999 86572 10034 2248 76538 9687 66851 20910 7140 9026 13770 3703 7120 2397 2374 7786 3530 7765 994 4723 1197 1051 59 992 146 2144 8688 3526 2780
is_linear=0
shrinkage=0.1


Tree=3403
num_leaves=31
num_cat=0
split_feature=3 5 5 4 1 1 0 3 0 5 5 5 0 5 1 0 5 0 1 3 1 1 5 5 4 0 5 5 1 0
split_gain=4.92149e+11 2.05811e+12 5.53567e+12 5.35124e+12 5.67012e+12 1.08619e+13 9.24161e+12 9.01388e+12 8.51307e+12 1.80914e+13 1.26654e+13 2.20721e+13 1.44775e+13 1.11944e+13 7.07278e+12 6.85206e+12 7.56116e+12 5.39834e+12 1.36673e+13 1.85285e+13 1.80155e+13 1.6182e+13 1.04296e+13 2.68437e+13 1.80463e+13 1.60401e+13 6.47634e+12 1.07716e+13 7.62949e+12 5.3762e+12
threshold=2.5000000000000004 42.005000000000003 47.815000000000005 2.5000000000000004 30.278357500000002 30.323743050000001 54.708501450000007 1.5000000000000002 59.916647550000008 60.610000000000007 59.810000000000009 55.005000000000003 56.911498950000002 49.995000000000012 30.305955500000003 60.693675950000006 53.385000000000012 44.226894250000008 41.900971000000006 1.5000000000000002 39.718803500000007 39.666208800000007 86.810000000000016 104.75000000000001 3.5000000000000004 43.592450450000008 225.45000000000002 109.05000000000001 47.282206100000003 59.882016200000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 14 -4 -8 10 15 11 13 -13 29 -6 16 -10 18 19 21 -21 -5 24 -24 25 -22 27 -20 -29 -9
right_child=-2 2 3 17 5 -7 7 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 26 20 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-304.69277651896243 -5.5355222437810703 2009.5929996240227 -52650.709337797627 -15341.775048828125 -10195.199378551137 -1536.1475752223469 -34362.31864013672 -8333.1140540081524 81183.979562500012 131075.56242187502 -39381.835670731707 119575.99392641129 10448.006367187501 -39566.832737699471 -89504.830230978259 -26326.915937500002 801.44247159090912 1086.5563563346104 2813.1634058010968 -2780.0070389394687 -87909.101208496097 104303.05304687501 -160002.10324074075 -25552.979308712122 44603.71574388587 -2352.8521608140736 46943.283108836215 -9688.0492187500004 -60111.362294298538 56407.43050242457
leaf_weight=46486 4205107 18920 21 26 22 16953 32 23 25 20 41 31 20 47 23 20 22 28885 930 127 56 20 27 33 23 36 29 83 47 29
leaf_count=46486 4205107 18920 21 26 22 16953 32 23 25 20 41 31 20 47 23 20 22 28885 930 127 56 20 27 33 23 36 29 83 47 29
internal_value=0 205.891 562.428 -12.1735 -1413.96 -1666.39 11548.7 15897.7 21683 47611.5 9872.64 23335.5 76780.7 -4196.84 -50731.2 22696.9 43558.1 788.949 -5193.22 -22445.2 -31450.6 36677.7 -52257.3 -86055.1 -34623.7 -54430.6 319.793 -955.755 -27918 27772.2
internal_weight=0 113057 66571 47651 17329 16998 331 310 278 87 191 150 51 99 45 67 47 30322 1437 348 302 46 175 60 115 92 1089 1060 130 52
internal_count=4318164 113057 66571 47651 17329 16998 331 310 278 87 191 150 51 99 45 67 47 30322 1437 348 302 46 175 60 115 92 1089 1060 130 52
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=31
num_cat=0
split_feature=2 3 3 5 3 5 0 1 1 5 1 4 0 0 0 5 3 1 1 1 5 5 5 1 5 5 5 5 5 5
split_gain=4.94254e+11 4.74183e+12 9.59598e+12 8.0338e+12 7.11901e+12 8.3616e+12 7.58095e+12 8.07037e+12 1.92209e+13 2.42398e+13 8.34318e+12 9.21201e+12 6.85204e+12 1.86436e+13 7.33679e+12 6.4597e+12 6.75189e+12 1.56166e+13 8.0313e+12 1.05322e+13 6.38689e+12 8.18599e+12 6.99195e+12 6.36413e+12 1.78976e+13 8.99726e+12 8.02744e+12 6.0262e+12 9.76809e+12 7.24124e+12
threshold=5.5000000000000009 32.500000000000007 29.500000000000004 128.92000000000004 31.500000000000004 42.205000000000005 47.297889100000013 37.692869000000009 37.582182450000005 56.205000000000005 37.475443250000005 2.5000000000000004 55.762622900000004 55.751981950000008 55.806974650000008 95.020000000000024 30.500000000000004 37.737121850000008 60.611165000000007 60.628582700000003 61.020000000000003 41.505000000000003 37.505000000000003 37.542000650000013 73.405000000000015 66.50500000000001 45.005000000000003 66.990000000000023 68.00500000000001 65.905000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 8 10 -10 11 20 13 -7 -14 16 17 -9 -18 -20 21 22 -8 25 -25 26 -12 29 -29 -3
right_child=-2 27 3 -5 5 12 7 15 9 -11 23 -13 14 -15 -16 -17 18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-28.055932202274207 39.299572123475713 2276.0057377196858 -72034.699516369059 50405.886539713545 16844.289918727787 -9257.1760095373374 8548.7661206563316 -78523.596484374997 -27660.20289558532 -138141.50506465518 -35539.207440476188 61326.841792968757 59134.942336309527 -100806.20955528847 -2096.9690242541378 -39564.323146524235 25857.485771821124 -3805.8580506403086 -61040.387984913803 22164.977307128909 -49297.722751441375 42074.837546386727 -55839.652794471156 13262.615227399554 -54102.396969696973 1770.2609933035715 -124062.13828125001 60276.908852539062 9343.8866725470052 -40223.243289110134
leaf_weight=2475680 1838026 1809 21 24 211 154 48 30 63 29 21 25 21 26 287 49 145 414 29 32 26 40 26 98 66 21 20 40 642 41
leaf_count=2475680 1838026 1809 21 24 211 154 48 30 63 29 21 25 21 26 287 49 145 414 29 32 26 40 26 98 66 21 20 40 642 41
internal_value=0 -29.1248 -33.5451 -7089.37 -7814.86 211.133 -12478.3 -11420.2 -21360.6 -62485.8 -11684.1 5411.72 -6980.66 -22480.9 2077.93 -4551.56 -1912.14 -8854.35 13050.7 -17391.7 -4573.12 5627.22 -14074.2 -24165.5 -13847.7 -51457.9 -78721.1 4296.21 12331.2 1334.13
internal_weight=0 2.48014e+06 2.47761e+06 1926 1902 699 1203 1182 483 92 391 165 488 180 308 699 650 444 206 61 140 114 74 226 164 62 41 2532 682 1850
internal_count=4318164 2480138 2477606 1926 1902 699 1203 1182 483 92 391 165 488 180 308 699 650 444 206 61 140 114 74 226 164 62 41 2532 682 1850
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 0 4 0 3 1 1 4 3 1 0 0 0 2 5 3 2 1 1 2 3 3 3 0 3 1
split_gain=4.87311e+11 2.77618e+12 1.09028e+13 3.2534e+13 2.75295e+13 2.53943e+13 1.83443e+13 1.79902e+13 2.95152e+13 6.34703e+13 5.06178e+13 2.31406e+13 4.80708e+13 3.72818e+13 3.19412e+13 8.15207e+13 4.25723e+13 3.06262e+13 2.27212e+13 2.91699e+13 5.04161e+13 3.8335e+13 3.33878e+13 2.73054e+13 2.26582e+13 2.25569e+13 1.98924e+13 4.07178e+13 1.7491e+13 2.43828e+13
threshold=142.05000000000004 132.05000000000004 38.959914000000005 24.500000000000004 38.911476500000006 61.674413550000004 2.5000000000000004 59.916647550000008 19.500000000000004 37.362912300000012 37.855187800000003 3.5000000000000004 16.500000000000004 37.362912300000012 45.047272400000004 44.874285750000006 53.973051950000006 3.5000000000000004 137.05000000000004 4.5000000000000009 3.5000000000000004 30.305955500000003 30.346469350000003 2.5000000000000004 4.5000000000000009 15.500000000000002 8.5000000000000018 59.950068600000009 12.500000000000002 36.546174950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3 8 11 -10 -11 12 25 -14 15 17 -16 -13 19 21 22 -9 26 24 -20 28 27 -21 29 -8
right_child=-2 2 5 -5 -6 -7 7 18 9 10 -12 14 13 -15 16 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5550061709037772 -483.9033773616282 43552.485959234473 3290.5764794836941 46949.777327473959 -38114.825174272744 108529.88828125001 14826.205154854913 96938.869793023012 12348.278170072117 -250237.61808035715 -44856.218847656251 -75351.283154296878 10610.803216911765 151100.77497395835 -58787.781747159097 223879.17587139425 20767.892103152168 66883.377858231703 -56655.686607142852 -203752.72622282611 -17951.163153717182 -53488.167529296879 -6254.0255998883931 -18326.276230314961 56954.282352511684 -101837.54704589845 -207102.222125 -32472.199207589289 29443.753103885138 -41354.460290772462
leaf_weight=4287425 20711 82 7402 120 246 23 112 36 78 21 28 24 51 30 77 26 532 41 21 23 219 32 28 254 107 32 25 35 74 249
leaf_count=4287425 20711 82 7402 120 246 23 112 36 78 21 28 24 51 30 77 26 532 41 21 23 219 32 28 254 107 32 25 35 74 249
internal_value=0 2.33211 1664.25 -3904.71 -6362.43 3616.57 -2870.66 -4637.11 2244.5 -43683.5 -132877 6918.26 -8471.74 62644.1 18966.4 74226.9 10709.1 14366 -16768.2 -33489 -45778.2 26149.7 -100680 653.049 38315.1 -20806.6 -132535 -100394 -14845.7 -23924.4
internal_weight=0 4.29745e+06 10028 2603 2483 7425 2237 2155 1375 127 49 1248 548 81 700 91 609 65 780 398 330 68 111 382 128 467 83 58 435 361
internal_count=4318164 4297453 10028 2603 2483 7425 2237 2155 1375 127 49 1248 548 81 700 91 609 65 780 398 330 68 111 382 128 467 83 58 435 361
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=31
num_cat=0
split_feature=5 5 4 4 0 4 0 3 1 0 0 2 2 0 2 1 1 0 0 3 1 2 2 0 3 3 0 2 3 1
split_gain=4.77983e+11 9.89821e+12 1.77495e+13 1.56985e+13 1.93007e+13 4.44287e+13 3.21102e+13 2.27569e+13 2.2142e+13 2.24089e+13 2.12738e+13 2.11901e+13 1.95063e+13 4.65406e+13 4.33004e+13 5.67333e+13 5.0292e+13 1.09095e+14 1.85301e+13 1.84895e+13 1.75673e+13 1.6917e+13 1.50514e+13 1.38364e+13 1.6546e+13 4.42263e+13 1.49958e+13 1.39296e+13 2.71546e+13 2.57565e+13
threshold=110.05000000000001 109.05000000000001 1.0000000180025095e-35 1.5000000000000002 59.916647550000008 2.5000000000000004 58.242297500000006 7.5000000000000009 30.305955500000003 59.834458500000004 59.932719750000011 7.5000000000000009 19.500000000000004 55.769960200000007 16.500000000000004 60.55755580000001 39.011252750000004 55.416472000000006 60.003414000000006 23.500000000000004 39.071052600000009 3.5000000000000004 9.5000000000000018 43.592450450000008 15.500000000000002 13.500000000000002 43.642715500000008 8.5000000000000018 7.5000000000000009 44.660994650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 12 10 22 -10 -7 -11 14 19 23 16 17 -16 21 -14 -18 -12 -8 24 25 27 -25 28 -5 -30
right_child=-2 2 3 4 5 7 8 -9 9 11 18 -13 13 -15 15 -17 20 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-1.0242167403557936 -251.23679818568459 73321.768095439184 -63912.791624540441 -2438.1457076149427 142433.16235026042 108130.21695884148 -135607.03408203126 -3640.8867101836622 -89079.1171875 57214.972987432069 -94553.069921875009 -34021.4950537966 -62221.336647727272 -123404.18577148438 278826.09049183241 210116.39055059524 -84725.616165865387 -12344.478855846775 59226.957789769665 49640.548386501738 15629.995419369103 32521.994553444605 -29551.985360054347 -51840.850281700725 -46558.739131433831 136972.52769886365 2212.0456178767377 -32953.872046875003 124563.3491796875 29480.308560211492
leaf_weight=4238385 74421 37 34 174 30 41 32 228 32 46 20 57 22 40 22 21 26 31 58 45 53 22 23 52 34 33 3956 50 40 99
leaf_count=4238385 74421 37 34 174 30 41 32 228 32 46 20 57 22 40 22 21 26 31 58 45 53 22 23 52 34 33 3956 50 40 99
internal_value=0 4.40585 4299.8 3819.85 4255.43 25403 2529.18 15888.4 -37773.6 -15984.2 47467.6 6724.89 4159.14 -38048.7 5142.85 57447.5 33159.2 108519 22595.9 12909.8 -17398.4 -27989.9 -91256.7 3339.65 20386.6 26134.5 1510.76 16058.3 23887.7 56842.3
internal_weight=0 4.24374e+06 5358 5321 5287 399 4888 369 190 135 141 103 4698 107 4591 153 132 53 100 67 79 42 55 4438 430 396 4008 363 313 139
internal_count=4318164 4243743 5358 5321 5287 399 4888 369 190 135 141 103 4698 107 4591 153 132 53 100 67 79 42 55 4438 430 396 4008 363 313 139
is_linear=0
shrinkage=0.1


Tree=3407
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 6 4 0 2 2 1 1 3 1 3 0 0 2 0 1 3 0 1 1 2 1 1 1 0 2
split_gain=4.68387e+11 5.73845e+12 2.50279e+13 3.50571e+13 2.69755e+13 2.19022e+13 2.89313e+13 2.69452e+13 2.39814e+13 2.14475e+13 2.39135e+13 4.35349e+13 2.15589e+13 2.42179e+13 2.05106e+13 1.95764e+13 3.74027e+13 1.91203e+13 1.71727e+13 2.48988e+13 5.88582e+13 2.41535e+13 7.31849e+13 8.09414e+13 2.93418e+13 2.32176e+13 2.11127e+13 1.87729e+13 3.8827e+13 2.24216e+13
threshold=105.35000000000001 104.75000000000001 59.950068600000009 59.990816400000007 30.315880100000005 1.5000000000000002 2.5000000000000004 53.973051950000006 4.5000000000000009 9.5000000000000018 39.003296000000006 38.959914000000005 21.500000000000004 39.718803500000007 19.500000000000004 55.727011600000004 55.975961550000008 9.5000000000000018 43.465905150000005 47.554129950000011 9.5000000000000018 45.063245200000004 39.726951800000002 39.704585000000002 6.5000000000000009 39.863684800000009 46.037218400000008 39.262370300000008 55.727011600000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 17 6 7 -6 -8 12 11 15 18 -14 -13 -11 -17 -3 19 20 26 22 23 -20 25 -24 -7 28 -23 -30
right_child=-2 2 3 -5 5 9 8 -9 -10 10 -12 14 13 -15 -16 16 -18 -19 21 -21 -22 27 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.91426960673943547 -222.26247405622649 27970.38229033801 -88865.770630338302 -5493.8151932061892 112907.21068474265 70441.617140151517 9609.8115689212336 -27236.833763586958 -30402.394116209325 41073.141089728859 33336.204152244281 -92606.383196721319 70113.653532608689 -21530.001497395835 3427.8647098214287 -71043.87939453125 62669.667098214297 116311.79158761162 -31346.254506372206 -27071.806558866283 195715.24065625001 41103.50389923279 134165.99441675647 -207892.52067358835 -47873.000803571427 33583.990791903409 -44485.894770665327 -2949.1675180963239 -21753.844378396738 61163.50122969778
leaf_weight=4220499 92777 196 67 204 34 33 219 23 474 170 540 61 92 42 35 52 35 28 358 43 25 334 29 28 35 110 31 1322 230 38
leaf_count=4220499 92777 196 67 204 34 33 219 23 474 170 540 61 92 42 35 52 35 28 358 43 25 334 29 28 35 110 31 1322 230 38
internal_value=0 4.88023 3429.25 -26106.1 5162.86 3436.83 -12125.1 56357.9 -17757.8 6640.62 20105.4 -134.344 2268.24 41389.5 -57593.9 21329.1 -17251.1 39013.1 264.316 35411.4 65599.9 -1603.4 -19881.2 -44152.7 33962.6 54568.7 14773.6 3716.53 18354.5 -9996.91
internal_weight=0 4.22539e+06 4888 271 4617 4393 750 57 693 3643 893 353 2750 134 96 257 87 224 2616 132 89 2484 560 386 174 139 64 1924 602 268
internal_count=4318164 4225387 4888 271 4617 4393 750 57 693 3643 893 353 2750 134 96 257 87 224 2616 132 89 2484 560 386 174 139 64 1924 602 268
is_linear=0
shrinkage=0.1


Tree=3408
num_leaves=31
num_cat=0
split_feature=5 3 3 4 1 1 2 0 3 3 3 1 3 2 1 1 1 0 0 1 0 1 0 3 0 4 1 1 0 1
split_gain=4.47778e+11 2.13402e+12 1.97712e+12 2.92185e+12 2.04624e+12 9.71402e+12 6.7122e+12 1.39536e+13 1.35103e+13 6.96806e+12 6.16693e+12 2.43498e+12 1.85711e+13 1.46077e+12 5.81213e+12 2.2243e+12 6.69248e+12 4.72206e+12 4.29554e+12 4.88371e+12 2.96302e+12 5.16634e+12 4.56608e+12 2.74365e+12 1.89855e+12 2.85135e+12 1.71451e+12 5.93923e+12 2.73479e+13 2.45093e+12
threshold=225.45000000000002 32.500000000000007 24.500000000000004 3.5000000000000004 30.434657650000002 30.388336800000001 5.5000000000000009 59.950068600000009 5.5000000000000009 4.5000000000000009 13.500000000000002 33.101335500000005 5.5000000000000009 17.500000000000004 39.071052600000009 37.314272700000011 37.342273500000012 55.975961550000008 55.68356880000001 36.761894450000007 58.049540950000008 54.845880150000006 57.945214300000011 4.5000000000000009 45.053747000000008 4.5000000000000009 37.457850350000008 37.582182450000005 55.820531900000013 38.959914000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 -2 -8 12 -6 15 24 17 -17 18 19 -13 22 -22 26 -23 25 -15 -18 28 -28 -29
right_child=1 -3 3 -5 11 -7 10 -9 -10 -11 -12 13 -14 14 -16 16 20 -19 -20 -21 21 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-1.0121684918649547 -2098.1950721153848 30155.243000000002 5964.7662023207722 -34142.089633413467 90457.064666193182 -67013.371968750012 -73894.945684523816 74527.268547453714 41958.066055689102 -64034.559805836405 3694.3263281250001 6796.8706380208332 -38056.842629076091 10419.769550781251 -25351.418861607144 51087.121469907412 -21087.987745535716 -46017.566015625001 35351.094270833331 -54834.613378906251 55505.718939887156 -23395.226888020836 -43764.500203804346 18161.238991855054 4640.5009171195661 59500.328556034481 89175.986994485298 -6974.662222314324 -55966.280898902536 1566.3216239257181
leaf_weight=4313902 39 25 34 39 22 25 21 27 39 34 20 36 23 20 28 27 35 31 24 20 27 24 23 47 23 29 34 377 21 3088
leaf_count=4313902 39 25 34 39 22 25 21 27 39 34 20 36 23 20 28 27 35 31 24 20 27 24 23 47 23 29 34 377 21 3088
internal_value=0 1024.5 852.612 -15462.2 1138.63 -8603.15 -490.617 9997.09 -5559.29 -30945.3 -36046.5 1643.07 24772.2 1377.15 13308 1064.33 1482.44 -12884 -44.7333 -15214.4 1118.1 18272.9 648.234 4113.98 28342.2 39467.4 935.574 1154.56 33758 637.043
internal_weight=0 4262 4237 73 4164 205 180 139 112 73 41 3959 45 3914 100 3814 3703 111 80 56 3676 98 3578 71 72 49 3555 3520 55 3465
internal_count=4318164 4262 4237 73 4164 205 180 139 112 73 41 3959 45 3914 100 3814 3703 111 80 56 3676 98 3578 71 72 49 3555 3520 55 3465
is_linear=0
shrinkage=0.1


Tree=3409
num_leaves=31
num_cat=0
split_feature=5 2 1 1 3 0 3 3 2 5 0 3 5 1 0 0 0 4 5 5 2 5 1 3 5 4 5 0 2 0
split_gain=4.62339e+11 3.40838e+12 2.28751e+13 3.47206e+13 3.2975e+13 2.59531e+13 4.41234e+13 4.05832e+13 3.89152e+13 3.81147e+13 2.93417e+13 2.68758e+13 3.56524e+13 2.71632e+13 5.69393e+13 5.23145e+13 4.66455e+13 4.64804e+13 2.62674e+13 2.89836e+13 2.20266e+13 2.18596e+13 2.0351e+13 4.87151e+13 6.49011e+13 3.63222e+13 3.39964e+13 3.36635e+13 3.26088e+13 3.9673e+13
threshold=96.015000000000015 3.5000000000000004 30.323743050000001 30.346469350000003 24.500000000000004 60.017447350000005 10.500000000000002 7.5000000000000009 1.5000000000000002 177.02500000000003 59.939091550000008 4.5000000000000009 101.05000000000001 30.332994000000003 59.950068600000009 59.950068600000009 59.932719750000011 3.5000000000000004 114.05000000000001 123.15000000000002 2.5000000000000004 101.05000000000001 30.278357500000002 8.5000000000000018 137.05000000000004 2.5000000000000004 114.05000000000001 60.042666650000008 2.5000000000000004 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 22 7 8 9 -7 11 21 18 -13 15 16 -14 17 -15 -4 -20 -12 -9 -2 26 25 -25 28 -28 -24 -30
right_child=1 -3 3 -5 -6 6 -8 10 -10 -11 20 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=6.1980976118786382 1384.350632765432 156.35070450766881 -53100.655425347228 -1216.0886672037793 -61664.454595269104 119179.59621710527 -77736.093765943879 -28967.673105468755 5243.8233274647891 80130.499502840918 -105162.30410907452 -2658.7980532786887 -17034.362973090279 -197766.59309151786 28090.187365141373 -173547.86845703126 -271334.02400000003 -39968.569179687503 134344.47127929688 -23272.435491071432 11431.891762241097 94732.521343750006 22285.797456033368 58916.016334885819 142083.58177208534 -29514.962878895029 1434.9989115725812 87539.1744061762 85320.001535226649 -4044.2888519287112
leaf_weight=4168594 3024 101385 72 42354 72 38 49 20 142 22 26 61 90 35 21 28 25 40 20 28 43 50 458 52 26 435 619 49 222 64
leaf_count=4168594 3024 101385 72 42354 72 38 49 20 142 22 26 61 90 35 21 28 25 40 20 28 43 50 458 52 26 435 619 49 222 64
internal_value=0 -172.744 -865.186 -1608.31 5523.21 -22117 6394.67 -33354.8 29296.9 -48175.9 13774.3 -54896.8 -70895.5 -88311.6 -121604 -54173.2 -153039 -113608 -14899.9 42401.3 -32502.2 59389.6 6500.68 14538 -11854.2 -20072.6 24126.6 7751.02 38829.4 65322.4
internal_weight=0 149570 48185 43164 5021 810 229 581 180 442 139 420 300 239 121 118 100 75 120 48 69 70 4949 1925 513 487 1412 668 744 286
internal_count=4318164 149570 48185 43164 5021 810 229 581 180 442 139 420 300 239 121 118 100 75 120 48 69 70 4949 1925 513 487 1412 668 744 286
is_linear=0
shrinkage=0.1


Tree=3410
num_leaves=31
num_cat=0
split_feature=5 5 1 1 6 3 3 0 1 1 3 1 0 2 3 0 1 1 3 2 2 6 2 1 2 3 1 1 0 3
split_gain=4.58647e+11 5.65498e+12 2.74204e+13 2.16484e+13 2.43583e+13 8.97592e+13 1.7722e+13 3.49168e+13 2.66328e+13 2.38615e+13 2.9608e+13 3.59327e+13 2.68087e+13 3.34978e+13 2.21498e+13 2.19827e+13 2.17504e+13 3.23945e+13 3.70899e+13 2.56393e+13 2.48078e+13 2.00148e+13 1.77941e+13 1.91237e+13 1.77452e+13 2.81572e+13 4.62193e+13 1.70344e+13 2.00343e+13 1.70137e+13
threshold=81.910000000000011 81.00500000000001 37.792847950000002 37.737121850000008 1.5000000000000002 17.500000000000004 16.500000000000004 55.645049100000001 28.619594500000002 37.642309100000013 14.500000000000002 37.582182450000005 55.784980300000008 7.5000000000000009 23.500000000000004 55.664473600000008 30.278357500000002 30.305955500000003 9.5000000000000018 11.500000000000002 6.5000000000000009 1.5000000000000002 11.500000000000002 30.332994000000003 4.5000000000000009 11.500000000000002 30.332994000000003 30.362552800000003 55.664473600000008 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 29 -6 8 14 -3 10 11 16 -13 -14 -8 -9 -10 -18 20 24 -19 -22 23 -12 27 26 -26 -20 -29 -5
right_child=-2 2 -4 4 5 -7 7 15 9 -11 22 12 13 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-4.6908520991997742 104.57525521720407 34567.190893642721 2257.1876888650613 -54636.369209558819 -27190.798224033457 -260107.208640253 -12149.459945525394 115005.56410156252 -33673.460512907615 25368.257677094276 -133515.03764391449 -173443.11242897727 23193.018892045457 -126998.32372685184 -70514.609643871765 9108.0920494342681 72644.218956163197 -16724.912670482627 -42606.085250418531 -72779.222154017858 -167560.26925781253 -43970.495239257812 -7674.1825065104167 -52799.381333840545 221460.97663690476 16159.058412324399 42416.619845448375 -46555.660937500004 73069.751339285722 20431.30838845743
leaf_weight=3927731 382266 104 4765 51 78 21 418 20 299 119 38 22 33 27 77 986 54 411 56 28 20 38 60 129 21 109 46 21 42 74
leaf_count=3927731 382266 104 4765 51 78 21 418 20 299 119 38 22 33 27 77 986 54 411 56 28 20 38 60 129 21 109 46 21 42 74
internal_value=0 -10.1567 -2638.81 -9496.37 -39543.2 -76597.3 -7378.54 514.717 -14443.4 -17683.8 -21207.3 -15069.5 -79016.3 -44393.1 -21228.5 11213.4 -10489.9 -2296.16 -7405.73 18670.8 -25364.7 -86587.7 -54383.9 -71165.8 27350.9 47518.1 98535 -2476.3 33194.6 -10196.3
internal_weight=0 3.9359e+06 8167 3402 224 99 3178 1501 1677 1573 1454 1227 82 60 495 1006 1145 846 792 323 469 58 227 167 295 176 67 119 63 125
internal_count=4318164 3935898 8167 3402 224 99 3178 1501 1677 1573 1454 1227 82 60 495 1006 1145 846 792 323 469 58 227 167 295 176 67 119 63 125
is_linear=0
shrinkage=0.1


Tree=3411
num_leaves=31
num_cat=0
split_feature=5 3 5 1 0 0 0 0 1 1 0 1 5 0 5 5 1 5 1 1 0 1 0 0 1 0 5 5 1 1
split_gain=4.53747e+11 4.01328e+12 5.16241e+12 9.39506e+12 4.71592e+12 8.42869e+12 5.691e+12 6.0904e+12 4.35318e+12 4.45829e+12 4.17839e+12 1.27033e+13 8.1771e+12 1.011e+13 7.12528e+12 8.4829e+12 1.89979e+13 7.07833e+12 6.48888e+12 6.12589e+12 7.56104e+12 4.4531e+12 4.08937e+12 1.80658e+13 2.49922e+13 1.50265e+13 3.98683e+13 2.5434e+13 2.32594e+13 2.38857e+13
threshold=87.395000000000024 1.5000000000000002 91.050000000000011 37.328003200000005 57.814144100000007 56.838612000000005 55.708120100000009 56.24640500000001 92.896330950000007 38.233559750000005 51.717367500000009 49.111504200000006 128.92000000000004 54.484631300000011 118.33500000000002 161.85000000000002 39.753614400000011 225.45000000000002 40.810045900000013 93.043229050000022 53.973051950000006 82.945329900000004 53.973051950000006 53.516665650000007 86.192907650000009 54.194619400000008 89.00500000000001 88.015000000000015 53.664171200000006 45.148007750000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 10 -8 9 -2 14 -12 13 19 -5 16 -16 -14 -17 20 -13 -15 23 -3 -25 26 27 -24 29 -28
right_child=1 22 3 4 -6 -7 7 -9 -10 -11 11 12 17 21 15 18 -18 -19 -20 -21 -22 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=7.9144668895406571 58229.617652529763 -582.49833257803698 -44263.81982421875 -887.6744625061516 45118.973660714284 -54997.547623697916 58640.472375801291 -1290.9519173177084 59813.164127604163 9467.381559151785 -76179.705761718753 13602.085607440657 -70373.123158482151 54773.764378906257 115642.7892299107 -39725.908919270834 10273.644879705256 7518.705078125 23740.308912627552 -49546.200439453125 -49757.474422554347 3750.7154296875001 25196.219991629463 -33429.528716933935 -2557.738889271855 59.990661224118483 3315.5744612068966 -95199.194398271284 -45118.589716045681 54076.765520124034
leaf_weight=4075234 21 72613 41 254 28 24 39 30 24 175 24 104 28 50 28 24 44 20 49 28 23 26 28 399 765 167553 145 47 39 257
leaf_count=4075234 21 72613 41 254 28 24 39 30 24 175 24 104 28 50 28 24 44 20 49 28 23 26 28 399 765 167553 145 47 39 257
internal_value=0 -132.768 5938.28 2455.98 4783.46 3362.83 5179.5 32583.3 19614.2 14691.9 2485.96 -6367.25 -361.882 7442.03 9209.08 26895.8 51250.5 -37918.2 2874.7 -7207.09 2127.52 37318.5 -159.979 -780.623 -13140.1 112.463 17151.2 -50251.6 28614.2 35767.4
internal_weight=0 242930 1084 864 823 795 771 69 220 196 702 303 279 231 399 145 72 48 73 155 127 76 241846 73777 1164 168069 516 75 441 402
internal_count=4318164 242930 1084 864 823 795 771 69 220 196 702 303 279 231 399 145 72 48 73 155 127 76 241846 73777 1164 168069 516 75 441 402
is_linear=0
shrinkage=0.1


Tree=3412
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 3 5 5 1 3 1 3 5 2 5 5 3 4 6 3 3 5 1 1 3 1 5 3 5
split_gain=4.49636e+11 2.38987e+12 1.04223e+13 8.00288e+12 7.5566e+12 1.58971e+13 2.4949e+13 1.22254e+13 8.05443e+12 7.25979e+12 1.81311e+13 9.80751e+12 1.25627e+13 1.08034e+13 1.03794e+13 9.75713e+12 1.99732e+13 1.73687e+13 9.11181e+12 8.64673e+12 2.04318e+13 1.6358e+13 9.25679e+12 6.91256e+12 2.50757e+13 2.3684e+13 1.48535e+13 1.29475e+13 7.02118e+12 6.89559e+12
threshold=61.785186750000001 63.563300600000012 7.5000000000000009 33.101335500000005 53.664171200000006 46.037218400000008 8.5000000000000018 67.990000000000023 31.415000000000003 38.058342000000003 2.5000000000000004 39.826386800000009 9.5000000000000018 84.030000000000015 1.5000000000000002 64.805000000000021 69.610000000000014 7.5000000000000009 2.5000000000000004 1.5000000000000002 9.5000000000000018 12.500000000000002 81.00500000000001 65.659480050000013 78.608766650000021 7.5000000000000009 86.192907650000009 59.810000000000009 2.5000000000000004 61.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 8 23 -7 -3 -11 12 13 18 -13 -16 -17 -18 -12 20 -19 22 -21 28 25 -25 -26 -27 -6 -4
right_child=1 4 29 -5 7 6 -8 -9 -10 10 11 14 -14 -15 15 16 17 19 -20 21 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=2.6849415827617413 -22342.881807486217 -4544.1517968744538 2120.338326715806 -1783.5663706769692 16805.962542665351 5204.764068080357 254.83681102721673 -9916.5978822679463 36185.048580129522 -44591.946246016654 20589.068860735213 -17616.210419879961 -26875.639751621464 -44647.766796875003 887.87294788133659 47548.286858728774 52921.787754216268 -64380.986072466454 58672.344485435962 9366.9667544716285 2734.1358701807512 -37166.914699978304 78717.781129807699 13071.887302911933 -53592.519182180848 59814.583361037243 3592.3317612607834 155879.87899414063 -1996.9940609487498 17624.400754052003
leaf_weight=4288474 192 1676 850 13636 206 105 615 1397 418 76 280 233 53 21 1765 148 63 62 81 38 169 36 39 110 47 47 1353 20 5521 433
leaf_count=4288474 192 1676 850 13636 206 105 615 1397 418 76 280 233 53 21 1765 148 63 62 81 38 169 36 39 110 47 47 1353 20 5521 433
internal_value=0 -387.817 -1269.07 -2069.03 525.591 3295.52 13909.1 -1345.65 29965.3 747.366 3641.81 4868.64 18748 25078 2503.77 4524.44 16089.4 4649.75 29134.1 -4190.76 -15279.4 18477.3 44492.7 293.673 6156.23 41620.3 1672.55 88490.8 -1320.65 7352.81
internal_weight=0 29690 15111 13828 14579 5878 1138 8701 523 4740 3064 2988 435 382 2553 2320 555 407 361 344 231 113 77 7304 1577 177 1400 67 5727 1283
internal_count=4318164 29690 15111 13828 14579 5878 1138 8701 523 4740 3064 2988 435 382 2553 2320 555 407 361 344 231 113 77 7304 1577 177 1400 67 5727 1283
is_linear=0
shrinkage=0.1


Tree=3413
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 4 0 0 5 1 5 2 5 5 2 5 0 0 6 3 3 5 6 3 0 4 2 2
split_gain=4.5045e+11 1.42117e+13 3.24494e+13 3.85655e+13 3.13309e+13 2.41066e+13 2.06576e+13 2.09671e+13 1.54062e+13 1.48331e+13 1.3386e+13 1.38076e+13 1.54233e+13 1.41042e+13 1.30986e+13 1.24653e+13 1.22379e+13 1.17701e+13 1.06932e+13 4.38604e+13 2.60995e+13 2.11994e+13 4.86002e+13 1.03321e+14 3.80557e+13 4.08605e+13 3.50189e+13 2.92996e+13 2.71898e+13 3.13277e+13
threshold=38.996948700000011 38.975980350000007 45.013473000000012 45.133160800000006 7.5000000000000009 84.030000000000015 45.091904500000005 2.5000000000000004 45.112033650000008 45.254062050000009 49.995000000000012 38.984911950000004 57.995000000000012 1.5000000000000002 28.810000000000006 39.505000000000003 19.500000000000004 105.35000000000001 45.067452850000002 45.053747000000008 1.5000000000000002 14.500000000000002 19.500000000000004 70.00500000000001 1.5000000000000002 24.500000000000004 45.047272400000004 1.5000000000000002 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 9 -3 14 16 17 10 -5 -12 -13 -14 -4 -6 -8 -9 19 21 -21 -16 28 26 -25 -26 27 -24 -23 -30
right_child=-2 2 3 4 15 -7 7 8 -10 -11 11 12 13 -15 18 -17 -18 -19 -20 20 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=-2.3985127472980454 -23.106601853750337 -8958.1010723258878 -8315.1421583971442 2262.0120131791373 -1684.6441707905888 -51881.768535452182 8141.3774045770333 47344.301005951216 1113.1256881335551 -10058.488651132207 -10991.785790201822 36463.152938762883 52875.824225260425 204.66589249161271 -1150.9205736743468 -12296.071357318413 78412.883375000005 -31737.91046875 314.63029874390037 -7382.7311247937969 20145.720717210133 80658.902074507598 5360.3402152315866 7236.2748809471559 -59085.373988420448 9942.1502727004718 -66070.417224542034 32047.701737610725 6706.7499178351345 33111.03460170771
leaf_weight=1428691 2856253 632 906 2027 1721 165 2852 319 121 633 150 382 60 333 6407 3103 25 20 5672 399 2517 71 1492 178 449 106 58 568 1089 765
leaf_count=1428691 2856253 632 906 2027 1721 165 2852 319 121 633 150 382 60 333 6407 3103 25 20 5672 399 2517 71 1492 178 449 106 58 568 1089 765
internal_value=0 45.1452 2089.86 2579.87 -3248.31 -17844.4 4620.72 11921.6 31745.1 3832.34 6810.96 16779.3 22154.4 8246.06 3442.46 -8510.36 8752.01 42678.7 3981.25 5456.32 16379 2608.21 7651.09 -637.941 -32997.8 -45901.7 10561.2 12718.8 19927.5 17601.7
internal_weight=0 1.46191e+06 33220 32423 8409 797 24014 3337 460 3585 2952 925 775 393 20677 4824 2877 339 19771 14099 2916 11183 4776 2851 733 555 2118 2060 1925 1854
internal_count=4318164 1461911 33220 32423 8409 797 24014 3337 460 3585 2952 925 775 393 20677 4824 2877 339 19771 14099 2916 11183 4776 2851 733 555 2118 2060 1925 1854
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=31
num_cat=0
split_feature=5 4 0 1 5 5 0 5 5 5 1 4 1 3 5 1 1 5 1 5 0 5 0 3 5 3 2 0 5 3
split_gain=4.7352e+11 5.52361e+12 1.32424e+13 2.24817e+13 7.61737e+13 2.89893e+13 1.92447e+13 1.72107e+13 2.88413e+13 3.73587e+13 5.19862e+13 1.71781e+13 2.55612e+13 1.71375e+13 2.14409e+13 1.39196e+13 4.4328e+13 4.08555e+13 1.72075e+13 1.80317e+13 2.17595e+13 1.76657e+13 1.4668e+13 1.41589e+13 3.00743e+13 2.01982e+13 3.34479e+13 2.62388e+13 1.83859e+13 2.11977e+13
threshold=81.910000000000011 2.5000000000000004 54.708501450000007 20.507360500000004 86.02500000000002 98.020000000000024 54.920670650000005 137.05000000000004 116.06000000000002 103.45000000000002 30.578016350000002 1.5000000000000002 92.928903050000017 25.500000000000004 92.035000000000011 50.158868250000005 49.964253350000007 118.33500000000002 57.550671000000001 225.45000000000002 53.340367100000002 109.05000000000001 53.204054050000003 23.500000000000004 83.010000000000005 22.500000000000004 13.500000000000002 45.029420750000007 97.050000000000011 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 -4 -11 12 -8 15 -15 16 23 -18 19 20 21 22 -17 25 -25 -5 27 -27 -26 -30
right_child=1 -3 6 13 5 -7 11 -9 -10 10 -12 -13 -14 14 -16 18 17 -19 -20 -21 -22 -23 -24 24 28 26 -28 -29 29 -31
leaf_value=-10.320017897488398 212961.71448863775 237.69554592419428 -21415.100035336593 1142.4949960628162 40736.756159855773 -98472.663095238095 3096.0952922900906 40945.531468750007 -98299.514346590906 151405.64218749999 -22086.606750801282 -3388.5764783175491 -83841.987706801476 96398.211783854174 -8004.0534628378373 -74797.629095643948 61195.877206626457 -85677.724553571432 -845.50642042675941 32537.204351380817 -85211.589959286968 -103729.39526367188 -2455.0492105709613 -57421.797054687508 5149.7461461275952 14846.264490464157 -22381.867427083336 100351.40771227385 -74548.433115671651 22397.076283892464
leaf_weight=3935898 22 341443 806 12825 52 21 6353 50 44 31 39 18338 34 42 37 33 193 21 647 43 71 24 186 125 466 68 75 76 67 34
leaf_count=3935898 22 341443 806 12825 52 21 6353 50 44 31 39 18338 34 42 37 33 193 21 647 43 71 24 186 125 466 68 75 76 67 34
internal_value=0 106.257 -993.091 1354.19 49847.8 690.211 -2375.06 -16192 -19297.3 -15329.2 54745.7 -1833 2633.3 1047.74 47500.9 802.331 1620.82 46783 -10570.2 -28194.4 -36511.1 -22281.8 -13356 917.219 -13021.9 1656.71 31769.9 59974 -3233.62 -41913.3
internal_weight=0 382266 40823 15128 95 73 25695 970 920 876 70 24725 6387 15033 79 14954 13950 214 1004 357 314 243 219 13736 692 13044 219 144 567 101
internal_count=4318164 382266 40823 15128 95 73 25695 970 920 876 70 24725 6387 15033 79 14954 13950 214 1004 357 314 243 219 13736 692 13044 219 144 567 101
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 0 3 3 1 5 5 2 0 1 1 6 5 5 6 5 5 5 5 0 3 2 0 2 5
split_gain=4.83873e+11 1.46602e+13 5.38407e+13 4.98977e+13 1.83961e+14 3.82155e+14 3.57211e+14 2.4222e+14 1.55868e+14 1.38513e+14 1.36153e+14 1.96864e+14 1.28022e+14 1.04255e+14 8.78797e+13 2.66717e+14 2.60161e+14 2.31441e+14 2.24476e+14 9.49919e+13 1.13878e+14 1.5507e+14 1.74733e+14 1.61487e+14 1.56416e+14 1.06552e+14 1.77492e+14 1.04226e+14 1.18058e+14 8.90088e+13
threshold=55.734663800000007 55.769960200000007 60.55755580000001 37.597123000000003 37.615058950000012 50.805000000000007 55.755036050000008 16.500000000000004 8.5000000000000018 37.533784800000006 26.005000000000006 62.995000000000012 7.5000000000000009 55.751981950000008 37.642309100000013 37.66934650000001 1.5000000000000002 79.730000000000018 30.025000000000002 1.5000000000000002 77.715000000000018 70.00500000000001 55.990000000000002 56.005000000000003 55.745923000000012 22.500000000000004 8.5000000000000018 55.755036050000008 3.5000000000000004 65.045000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 7 -7 8 13 -2 -11 -12 -13 -5 19 16 -16 18 -18 -6 21 22 24 -24 -21 26 -23 28 -22 -25
right_child=1 -3 -4 4 14 6 -8 -9 -10 10 11 12 -14 -15 15 -17 17 -19 -20 20 27 25 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-26.603187625879436 2382.570902582594 -32.781960609612106 -35680.864609399789 -26894.885700334824 -1875.0219828935149 -400210.67667410715 -89206.104221398855 -70922.289554884032 225131.23545918369 -10556.645151947334 57445.412911759333 -2999.1298411021776 -192043.54500000001 92821.767272864454 266737.46632916486 1294.9324279532364 -38503.426502072434 -253157.84381009615 77079.88969030013 85718.014311137958 32728.838655133932 127923.81354486375 -310909.57877155178 -38791.860784345801 -20299.335987528088 290667.85654761904 -132533.92005037007 -311310.77734375 -128569.63505632267 -150273.13426809211
leaf_weight=2646600 13407 1571062 394 147 6191 42 306 241 49 687 1526 343 40 144 54 73406 221 26 701 152 70 84 29 291 1648 21 38 20 129 95
leaf_count=2646600 13407 1571062 394 147 6191 42 306 241 49 687 1526 343 40 144 54 73406 221 26 701 152 70 84 29 291 1648 21 38 20 129 95
internal_value=0 42.121 1213.02 1358.22 384.362 -43868.6 -126741 5769.27 60130 6476.41 27619 41357.4 -22742.7 32346.3 878.628 1994.43 53239 41077.7 49375 -8590.39 -24723.4 -18317 -24832.9 -83327.1 -11346.8 82610.7 46797.6 -93701.7 -71831.5 -66229
internal_weight=0 1.67156e+06 100502 100108 84105 929 348 581 340 16003 2596 1909 383 291 83176 74408 1002 948 922 8768 2577 2358 2215 415 1800 143 122 219 199 386
internal_count=4318164 1671564 100502 100108 84105 929 348 581 340 16003 2596 1909 383 291 83176 74408 1002 948 922 8768 2577 2358 2215 415 1800 143 122 219 199 386
is_linear=0
shrinkage=0.1


Tree=3416
num_leaves=31
num_cat=0
split_feature=5 1 3 3 0 5 0 0 1 5 0 1 1 6 3 5 0 0 0 0 3 3 2 5 0 1 1 1 0 3
split_gain=4.83548e+11 5.02672e+12 1.01713e+13 1.11782e+13 9.23211e+12 8.23096e+12 1.09194e+13 7.93032e+12 1.51966e+13 1.25278e+13 1.93274e+13 2.87747e+13 1.46363e+13 4.32022e+13 3.48641e+13 2.60483e+13 2.56603e+13 2.94935e+13 2.22271e+13 2.66672e+13 3.71608e+13 2.13704e+13 1.84697e+13 1.78393e+13 1.67454e+13 1.79517e+13 1.59768e+13 1.36299e+13 3.02421e+13 2.11563e+13
threshold=34.010000000000012 37.39371280000001 26.500000000000004 31.500000000000004 44.580511600000001 21.015000000000004 59.863160500000006 55.535913550000011 38.633372000000001 32.005000000000003 55.551692500000009 37.487839250000007 37.620907050000007 1.5000000000000002 29.500000000000004 33.395000000000003 55.842510000000011 55.755036050000008 55.576287050000012 55.86787755000001 13.500000000000002 19.500000000000004 8.5000000000000018 32.475000000000001 55.784980300000008 37.559851850000008 37.475443250000005 37.503486000000002 55.91302515000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -7 8 -3 27 11 -11 13 14 15 18 17 -17 -12 20 22 -21 -20 -22 -25 -26 -18 28 29 -9
right_child=-2 7 3 -5 -6 6 -8 9 -10 10 12 -13 -14 -15 -16 16 26 -19 19 21 23 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-28218.115880272137 -14.87622650280859 -2867.0337269987608 -44033.751933593754 -6796.1781200866699 -691.63813674111304 30814.827578810306 8026.874187578881 -69517.654434121621 41.266271858592539 61452.955835865163 -10322.490727611941 3246.4506776234994 2240.511651941898 2801.8373700197844 33306.162122013258 -6470.4469580379537 -20238.332400860367 -58276.542150363122 -32626.445122327303 -31697.785548753007 -125279.51576140872 46117.313374255958 84230.579561941966 -45651.210463371834 -186558.05812500001 -65786.718835449225 32657.352722997573 -11.797931052425184 -10529.951063179058 6261.9342996191881
leaf_weight=122 3605602 18911 25 400 94537 285 802 37 359819 135 335 229 55133 4228 138 486 79 142 38 221 63 42 21 138 20 32 206 166071 1281 8586
leaf_count=122 3605602 18911 25 400 94537 285 802 37 359819 135 335 229 55133 4228 138 486 79 142 38 221 63 42 21 138 20 32 206 166071 1281 8586
internal_value=0 75.2745 -597.14 7539.99 -727.115 12696.9 14001.6 180.186 -103.953 632.983 1859.27 24834 1722.89 -2888.19 -15156.1 -18824.7 -6890.82 -18184.6 -30797.9 -42727.1 -62499.3 -19271 8966.73 -79165.3 -63874.8 -112237 17995 203.123 3806.94 5936.78
internal_weight=0 712562 96171 1512 94659 1112 1087 616391 378730 237661 61686 364 61322 6189 1961 1823 913 628 910 575 312 263 59 253 190 52 285 175975 9904 8623
internal_count=4318164 712562 96171 1512 94659 1112 1087 616391 378730 237661 61686 364 61322 6189 1961 1823 913 628 910 575 312 263 59 253 190 52 285 175975 9904 8623
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=31
num_cat=0
split_feature=3 6 1 0 5 0 1 1 5 5 5 5 1 0 1 0 1 0 2 2 0 1 1 5 0 5 5 0 1 5
split_gain=4.81589e+11 1.96782e+12 2.65271e+12 1.32932e+13 2.92551e+12 4.01551e+12 2.33876e+12 4.70903e+12 4.42006e+12 1.25534e+13 1.36229e+13 8.02065e+12 1.51361e+13 8.83424e+12 2.20897e+13 8.58908e+12 1.88225e+13 1.76003e+13 1.00696e+13 7.87525e+12 7.73932e+12 2.53409e+13 1.49853e+13 1.44e+13 7.87013e+12 7.53569e+12 7.49425e+12 7.26357e+12 7.19742e+12 6.10052e+12
threshold=2.5000000000000004 1.5000000000000002 34.359746700000009 59.932719750000011 150.04500000000004 54.986619450000006 37.487839250000007 37.457850350000008 97.050000000000011 100.05000000000001 104.75000000000001 71.715000000000018 37.417247200000006 55.657530000000008 37.214886200000009 55.56564190000001 37.098288800000006 56.819808050000006 1.5000000000000002 1.5000000000000002 59.932719750000011 30.410108300000001 30.502469200000004 82.00500000000001 59.863160500000006 80.815000000000012 80.00500000000001 55.86787755000001 30.102666750000001 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 11 29 -11 13 15 -3 -15 18 17 19 -13 -17 21 24 26 -24 28 -23 -22 -18 -19 -10
right_child=-2 6 4 -5 5 -7 -8 -9 9 10 -12 12 -14 14 -16 16 27 20 -20 -21 22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-48963.862295809668 -5.475816118858674 5027.1328840472124 3598.0777544825414 41224.723677884613 1914.8703125000002 54664.742505787035 12.446011459545424 20780.282866710753 -6545.2953816731779 65994.177399553577 -7126.8631472745974 8862.1144097618071 83678.506956263955 -397.86771859220079 -35428.104855656755 -6066.3616425485325 114820.32118750001 22617.415305397728 -28116.339187930047 -78889.403385416663 4697.7785534917093 19067.826477581522 9959.5326405699834 93587.89455818967 125236.00833333333 -62796.080539772731 -52867.712837146573 36035.496164772732 91548.84263392858 -68739.235088315225
leaf_weight=44 4205107 3190 1559 26 31 27 101878 127 24 28 283 227 28 4818 187 33 25 33 109 27 49 23 71 29 21 22 42 22 28 46
leaf_count=44 4205107 3190 1559 26 31 27 101878 127 24 28 283 227 28 4818 187 33 25 33 109 27 49 23 71 29 21 22 42 22 28 46
internal_value=0 203.671 3593.45 -15465.2 4418.5 26470.8 152.323 1653.63 1394.25 -9155.27 -543.618 1841.65 11471.2 914.53 -1706.69 8814.42 18260.6 10839.9 -3133.87 -38836.7 20212.8 39344.4 7491.74 34211.8 72435.3 -20954.5 -21870.9 77942.3 54258.1 -47415.6
internal_weight=0 113057 1687 70 1617 58 111370 9492 9365 381 311 8984 789 8195 5005 761 425 378 336 60 318 127 191 100 82 45 91 47 61 70
internal_count=4318164 113057 1687 70 1617 58 111370 9492 9365 381 311 8984 789 8195 5005 761 425 378 336 60 318 127 191 100 82 45 91 47 61 70
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=31
num_cat=0
split_feature=1 1 5 5 4 0 0 1 1 2 2 1 0 0 0 5 3 0 3 1 0 5 2 0 3 0 4 5 5 1
split_gain=4.82692e+11 9.97624e+12 2.68017e+13 3.26335e+13 6.05409e+13 3.44214e+13 4.34698e+13 7.66012e+13 4.32162e+13 2.89127e+13 4.74495e+13 4.36295e+13 8.38294e+13 1.05895e+14 7.4485e+13 5.14403e+13 4.00265e+13 4.25701e+13 3.69429e+13 5.83627e+13 4.56726e+13 3.62345e+13 6.23812e+13 8.98846e+13 5.48056e+13 5.9779e+13 4.80998e+13 3.5144e+13 3.12375e+13 1.02708e+14
threshold=82.871296800000025 82.91993380000001 62.015000000000008 66.50500000000001 3.5000000000000004 54.940316550000006 54.943649450000002 82.897133550000021 82.888608650000023 1.5000000000000002 4.5000000000000009 82.888608650000023 55.046835900000012 54.990279300000005 54.970187400000007 75.015000000000015 3.5000000000000004 55.07108800000001 8.5000000000000018 82.907204800000002 55.099723300000008 103.45000000000002 2.5000000000000004 55.046835900000012 11.500000000000002 55.020029900000004 3.5000000000000004 103.45000000000002 95.020000000000024 82.902675200000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 7 -7 -5 16 18 12 13 -12 -13 -14 17 -8 20 -20 -11 26 -23 24 25 -24 -21 -22 -18 -30
right_child=1 -3 3 5 -6 6 9 -9 -10 10 11 14 15 -15 -16 -17 28 -19 19 21 27 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-18.636044807162193 57.184679632863244 -43.378523579456491 11628.899208860761 -65377.975300292979 136969.28686147838 16372.216220253393 32338.495068359378 195260.91015625 -5489.8244262445169 -17210.874506199369 43132.640206668671 -61414.056315480491 1053.9414973958335 -24519.394597776754 4684.5195002628407 156910.51405707464 15534.44833406522 -91430.514385801376 -6337.2735592866948 23415.569062004946 52143.823290594693 -24177.670630208333 3742.0838541666667 21656.50382199755 301794.81785714289 204379.08991477275 -26438.131551983173 -30927.683557128908 -3173.2255599838118 144401.42312309452
leaf_weight=3294556 75606 922489 3239 160 39 95 48 32 488 2654 571 173 30 389 11724 72 986 66 3033 757 174 75 27 102 21 33 260 72 111 82
leaf_count=3294556 75606 922489 3239 160 39 95 48 32 488 2654 571 173 30 389 11724 72 986 66 3033 757 174 75 27 102 21 33 260 72 111 82
internal_value=0 59.9815 1002.91 3805.52 13120.1 2432.31 3114 61446.5 -20277 2768.79 1839.38 5456.94 24877.5 15719.5 3723.35 111070 17264.9 -39317.2 -4664.52 1209.28 -13390.1 19161.2 52631.3 84110.4 162756 114092 10670.3 27830.2 22735.9 59526.9
internal_weight=0 1.02361e+06 101119 25513 3278 22235 21587 127 648 21460 20167 12959 1062 960 11897 102 1293 114 7208 4308 2900 1275 258 183 81 60 1017 246 1179 193
internal_count=4318164 1023608 101119 25513 3278 22235 21587 127 648 21460 20167 12959 1062 960 11897 102 1293 114 7208 4308 2900 1275 258 183 81 60 1017 246 1179 193
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=31
num_cat=0
split_feature=1 0 5 1 3 5 0 5 5 2 2 5 5 3 5 2 6 0 2 3 2 5 2 0 4 2 3 3 5 5
split_gain=4.87973e+11 1.0822e+13 8.97898e+12 8.90504e+12 2.02762e+13 1.83057e+13 1.59197e+13 1.47601e+13 1.38846e+13 3.90948e+13 4.39054e+13 3.90168e+13 4.44035e+13 2.49555e+13 1.40527e+13 2.02502e+13 1.31706e+13 1.32532e+13 1.25552e+13 4.25839e+13 2.93134e+13 4.93668e+13 4.2347e+13 3.98065e+13 2.92716e+13 6.34417e+13 4.29868e+13 2.35152e+13 3.8366e+13 3.8278e+13
threshold=38.92948375000001 44.226894250000008 44.410000000000004 38.950530550000003 22.500000000000004 47.815000000000005 47.236539400000005 54.410000000000004 104.75000000000001 12.500000000000002 5.5000000000000009 123.15000000000002 112.04500000000002 14.500000000000002 118.33500000000002 13.500000000000002 1.5000000000000002 45.040161900000008 16.500000000000004 23.500000000000004 8.5000000000000018 74.610000000000014 7.5000000000000009 45.047272400000004 2.5000000000000004 13.500000000000002 24.500000000000004 24.500000000000004 89.00500000000001 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 16 8 -8 -2 10 -10 12 -12 -13 -11 -16 17 -6 20 -20 21 -7 23 -23 -22 -26 -27 28 29 -21
right_child=3 -3 -4 -5 5 18 7 -9 9 14 11 13 -14 -15 15 -17 -18 -19 19 27 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=47740.517360563063 -2082.529344348206 46.261528720020763 4694.2131158502261 -9.6341847655545028 -29579.861048583985 30558.397074419187 -9216.1161119439057 -40083.302850195083 -2188.7379041073928 84176.919549851198 -37436.360837204396 -52462.804611280495 -147359.72756849317 67558.772347005215 82226.026846168155 -44956.155758568551 -34480.931122101814 25342.504774500962 133285.92102272727 16665.708555024245 19261.571791497725 47865.87594209559 -113916.91289062501 -53508.898181423618 19711.567902034345 82075.999804687512 249232.8095859375 -33015.931088675708 -71210.326101762825 153087.96282812499
leaf_weight=86 13696 1356543 111 2944570 70 243 607 208 268 42 74 41 73 30 21 31 155 118 22 116 395 68 52 90 101 40 25 204 39 25
leaf_count=86 13696 1356543 111 2944570 70 243 607 208 268 42 74 41 73 30 21 31 155 118 22 116 395 68 52 90 101 40 25 204 39 25
internal_value=0 49.665 23486 -22.7534 -2314.82 7833.06 -3500.34 -17093.9 -2724.3 -17879 -29297 -62622.8 -92024.2 -1749.46 41154.6 6405.88 -12900.1 4892.69 12841.1 -2019.07 18791.1 -130.045 -35641 -9879.25 34069.6 69305.6 146367 -9770.92 16573.4 40854.1
internal_weight=0 1.35674e+06 197 2.96142e+06 16854 1763 15091 815 14276 580 486 218 147 71 94 52 343 188 1420 406 1014 453 210 158 561 166 65 384 180 141
internal_count=4318164 1356740 197 2961424 16854 1763 15091 815 14276 580 486 218 147 71 94 52 343 188 1420 406 1014 453 210 158 561 166 65 384 180 141
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=31
num_cat=0
split_feature=3 0 0 3 1 5 3 3 1 6 0 0 4 5 1 6 3 5 1 5 3 3 2 3 4 5 3 3 5 5
split_gain=4.92624e+11 4.98482e+12 4.20943e+13 2.68469e+13 3.40982e+13 3.24073e+13 2.54472e+13 3.25229e+13 2.02864e+13 1.8657e+13 1.80411e+13 1.79709e+13 3.17886e+13 9.09193e+13 5.27207e+13 4.5475e+13 7.52073e+13 3.78475e+13 7.25893e+13 5.32357e+13 3.72245e+13 3.23929e+13 2.90276e+13 2.62501e+13 2.67308e+13 4.09129e+13 5.15986e+13 5.19881e+13 5.6015e+13 4.17313e+13
threshold=18.500000000000004 55.061033200000004 55.110554300000004 20.500000000000004 82.897133550000021 123.15000000000002 22.500000000000004 24.500000000000004 82.945329900000004 1.5000000000000002 55.099723300000008 55.043101600000007 1.5000000000000002 57.705000000000005 82.902675200000019 1.5000000000000002 21.500000000000004 37.505000000000003 82.981501350000016 37.995000000000012 24.500000000000004 23.500000000000004 23.500000000000004 26.500000000000004 2.5000000000000004 112.04500000000002 24.500000000000004 22.500000000000004 99.555000000000021 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 5 -5 8 -6 -8 -3 10 -10 -2 17 14 20 16 -15 -13 19 21 -14 -19 -21 24 -17 26 27 28 -26 -29
right_child=1 2 -4 4 6 -7 7 -9 9 -11 -12 12 13 15 -16 23 -18 18 -20 22 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=13.576572842173398 -191.76861582580696 22737.869515554048 -17.399956877550224 -115734.45403645834 -11814.630837968891 139924.00299479169 34035.686083360655 4013.4606000337612 14793.938136884462 -34012.485958673256 -26298.898987603956 1898.8846278222625 48881.764536963798 -44119.13558541402 10733.087912963296 -5608.7603459256625 -4403.538499984058 38544.730113002232 -108142.1584808746 -9418.5887715937333 172572.13936298079 -53990.711330175531 28409.241708868121 105098.05937500001 11698.03917021252 -6150.7148959428841 69995.597063966547 15651.610851862981 80166.160854462956 -66486.395418432206
leaf_weight=3717520 174516 1452 401268 24 836 21 411 2956 772 113 124 3009 379 541 641 1164 4018 42 77 5963 26 381 210 27 420 624 214 130 167 118
leaf_count=3717520 174516 1452 401268 24 836 21 411 2956 772 113 124 3009 379 541 641 1164 4018 42 77 5963 26 381 210 27 420 624 214 130 167 118
internal_value=0 -84.0285 113.943 7969.6 3122.26 16224.9 3800.96 7678.19 15169.4 4277.94 9106.98 -503.237 -3497.91 976.669 28578.4 -2912.78 -9116.44 -7411.89 -11610.3 -10483.4 56822.4 -44802.8 -8131.72 6962.4 6028.43 14125.1 26186.2 14958.4 31177 -23430.2
internal_weight=0 600644 407977 6709 4227 2482 4203 3367 2461 1009 896 192667 18151 8469 1046 7423 4559 9682 6673 6596 405 423 6173 2864 2837 1673 1049 835 587 248
internal_count=4318164 600644 407977 6709 4227 2482 4203 3367 2461 1009 896 192667 18151 8469 1046 7423 4559 9682 6673 6596 405 423 6173 2864 2837 1673 1049 835 587 248
is_linear=0
shrinkage=0.1


Tree=3421
num_leaves=31
num_cat=0
split_feature=0 3 0 5 1 5 5 2 1 2 0 4 1 1 2 2 2 6 5 5 3 2 2 1 5 1 5 2 1 0
split_gain=4.68873e+11 4.53548e+12 7.40439e+12 7.27616e+12 2.91673e+13 2.51671e+13 3.24668e+13 2.97326e+13 2.76114e+13 3.03093e+13 2.6333e+13 2.02474e+13 4.30989e+13 2.88166e+13 2.71106e+13 5.60543e+13 1.76955e+13 1.5701e+13 1.71433e+13 1.29439e+13 2.50462e+13 3.16989e+13 1.26789e+13 8.01818e+12 1.27514e+13 8.58609e+12 4.99734e+13 6.66693e+13 2.25817e+13 2.4865e+13
threshold=54.942865800000007 24.500000000000004 54.864040150000001 118.33500000000002 39.704585000000002 110.05000000000001 107.05000000000001 23.500000000000004 39.041623000000008 15.500000000000002 47.222459950000008 3.5000000000000004 38.950530550000003 39.080602550000002 17.500000000000004 14.500000000000002 22.500000000000004 1.5000000000000002 116.06000000000002 161.85000000000002 28.500000000000004 17.500000000000004 9.5000000000000018 56.135466100000009 81.00500000000001 39.767857750000005 100.05000000000001 10.500000000000002 39.739656000000004 51.67657710000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 11 6 23 10 9 -8 17 12 -5 -13 15 -14 -16 -7 -19 20 21 -6 -12 25 -25 28 -27 -28 29 -3
right_child=-2 2 -4 4 19 7 8 -9 -10 -11 22 13 14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=78.226174159191103 -22.382882605218143 -3.845635586357075 15273.700162908381 152787.37723214287 21301.367552971118 -27339.655121527776 40021.109960937501 39899.198910361847 -7218.2071397569443 195676.03987926137 60396.532187500008 -13537.739208276722 -39092.382068452382 -136771.73963068181 -93216.961994485289 124286.15305059525 -2918.4331070963544 -82583.678977272735 -192400.25610119049 -8463.5342941810359 -16002.699432146992 150335.87763888889 -42393.162239583333 -7606.5553482205551 -62591.177165638321 782.34171695703822 -46933.006212797627 177268.921875 -15078.052563468198 -9848.1817896247758
leaf_weight=1328097 2954816 18268 275 21 33 27 29 38 36 22 20 138 42 22 34 42 60 44 21 29 27 45 30 1018 44 10567 21 36 1277 2985
leaf_count=1328097 2954816 18268 275 21 33 27 29 38 36 22 20 138 42 22 34 42 60 44 21 29 27 45 30 1018 44 10567 21 36 1277 2985
internal_value=0 48.5109 -1071.02 -1199.53 10863.2 -1371.99 -1176.3 -38666.4 59834.8 107166 -59691 -3997.2 17297.4 -30482.4 1312.67 42596.9 -35579.6 -91437.6 -118063 50675.7 67009.4 95744.4 -1277.28 -1331.43 -9884.64 -1057.45 1286.06 94668.2 -2162.53 -1386.49
internal_weight=0 1.36335e+06 35251 34976 493 34483 34303 180 87 51 142 359 199 160 178 84 94 92 65 134 105 78 50 34216 1062 33154 10624 57 22530 21253
internal_count=4318164 1363348 35251 34976 493 34483 34303 180 87 51 142 359 199 160 178 84 94 92 65 134 105 78 50 34216 1062 33154 10624 57 22530 21253
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 1 1 1 2 6 2 5 1 5 5 1 0 1 2 1 4 3 5 1 5 5 3 3 2 6
split_gain=4.78749e+11 2.82286e+12 2.64693e+13 6.84006e+13 4.98884e+13 4.50617e+13 5.06851e+13 2.58342e+13 4.47286e+13 3.22716e+13 4.09325e+13 2.98214e+13 2.79073e+13 2.55579e+13 2.45254e+13 4.08377e+13 2.41054e+13 3.41977e+13 4.1803e+13 4.54134e+13 2.63402e+13 5.1409e+13 2.5112e+13 2.13361e+13 2.12116e+13 1.84837e+13 2.23617e+13 1.77582e+13 1.77015e+13 2.96227e+13
threshold=102.01000000000001 54.990279300000005 55.013931500000005 55.010031850000011 78.608766650000021 82.902675200000019 82.945329900000004 82.933113850000026 3.5000000000000004 1.5000000000000002 4.5000000000000009 105.35000000000001 82.911991800000024 114.05000000000001 161.85000000000002 82.945329900000004 54.978840000000005 83.006817700000013 3.5000000000000004 82.871296800000025 3.5000000000000004 8.5000000000000018 116.06000000000002 82.837870700000011 109.05000000000001 118.33500000000002 14.500000000000002 7.5000000000000009 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 -3 23 7 9 -9 13 11 -11 -12 -7 15 -5 -2 18 19 -18 25 -22 -21 -6 -25 26 -20 -24 -8 -30
right_child=1 2 -4 14 5 6 28 8 -10 10 12 -13 -14 -15 -16 -17 17 -19 20 22 21 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=5.3439973968843191 165.42723337001902 138542.26354166667 -246.94229509315164 -83954.257025773957 -111154.94689941406 26025.198348721591 4443.5008614833205 33802.827461511952 219422.79983840219 47430.187464488641 45522.293984107448 212082.32527132903 -75128.032406850965 -128207.40982142858 48559.941328125002 24989.432012195124 -15874.560188802085 -31293.927573292531 37839.396973673509 167196.37101236981 -12074.503702445654 145102.28367598684 17051.319531249999 7606.7374353966343 -39847.317968178919 -54693.668412341096 -54577.829361979166 136950.03630952383 32893.889334542408 -32649.489894924413
leaf_weight=4209727 42147 24 63603 214 32 22 667 34 21 22 73 22 26 21 20 41 36 97 96 48 46 38 30 130 342 59 36 21 84 385
leaf_count=4209727 42147 24 63603 214 32 22 667 34 21 22 73 22 26 21 20 41 36 97 96 48 46 38 30 130 342 59 36 21 84 385
internal_value=0 -207.464 -618.31 -11453.2 -4723.13 -6551.07 2812.85 44466.6 104676 26662.8 49504 129756 13836.3 -49297.7 -58074.3 -66437.8 426.162 22101.1 34733.5 80306.9 12361.1 59029.3 115282 -32134.7 -26777.3 -8163.07 12634.7 66421.4 -6023.9 -20910.4
internal_weight=0 108437 65783 2180 1905 1881 1377 241 55 186 143 44 99 43 275 255 42654 507 410 135 275 84 99 504 472 191 132 51 1136 469
internal_count=4318164 108437 65783 2180 1905 1881 1377 241 55 186 143 44 99 43 275 255 42654 507 410 135 275 84 99 504 472 191 132 51 1136 469
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=31
num_cat=0
split_feature=3 4 1 5 2 5 1 5 5 5 0 5 0 2 0 5 5 1 5 2 3 0 5 3 0 5 1 3 0 1
split_gain=4.73603e+11 4.64063e+12 1.37944e+13 2.03676e+13 2.66094e+13 2.49774e+13 2.88323e+13 3.27591e+13 5.83296e+13 6.77109e+13 4.97496e+13 2.73745e+13 3.01254e+13 4.2109e+13 3.01802e+13 2.67378e+13 1.98933e+13 1.83965e+13 1.8055e+13 4.48012e+13 6.77516e+13 7.98361e+13 2.85636e+13 3.39674e+13 2.34796e+13 2.28995e+13 2.61886e+13 2.02122e+13 2.01006e+13 1.94223e+13
threshold=9.5000000000000018 1.5000000000000002 37.971176850000006 78.010000000000005 6.5000000000000009 80.815000000000012 30.362552800000003 137.05000000000004 110.05000000000001 95.020000000000024 55.826364100000013 83.010000000000005 59.932719750000011 3.5000000000000004 59.963407450000012 85.020000000000024 80.00500000000001 30.207352000000004 63.455000000000005 1.5000000000000002 5.5000000000000009 56.663136550000011 65.045000000000016 6.5000000000000009 55.851332700000007 73.995000000000019 37.516458750000005 5.5000000000000009 59.846652800000008 30.370618100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 16 11 8 9 15 -10 -7 -13 14 -14 -8 17 -5 -1 20 24 -22 -21 25 -20 26 27 -24 -26 -27
right_child=-2 -3 -4 4 -6 6 7 -9 10 -11 -12 12 13 -15 -16 -17 -18 -19 19 22 21 -23 23 -25 28 29 -28 -29 -30 -31
leaf_value=-657.52372502719163 29.892208054231773 -151.7152811974259 406.23991181777888 90698.356129807697 75146.045516065133 -108494.39924501363 7676.2297564338242 -23327.133940142463 48375.177455357145 -100739.94942555147 268749.986875 -48835.324633290817 149694.31377040318 -84320.786499023438 16287.877398255814 131333.90095486111 140371.33406080163 -25142.909541689118 -75361.614782072371 -55104.720309641772 -30678.545028409091 209875.95004222976 -5073.3425956418168 -34131.430336642072 63334.947772606385 -3585.2294056919645 94617.668554687509 64160.550240384619 -32473.803652581933 -123491.57947651258
leaf_weight=147457 2379540 1248542 540881 26 71 33 34 85 21 34 20 98 28 24 43 36 23 29 38 205 22 37 223 377 47 35 40 52 41 22
leaf_count=147457 2379540 1248542 540881 26 71 33 34 85 21 34 20 98 28 24 43 36 23 29 38 205 22 37 223 377 47 35 40 52 41 22
internal_value=0 -36.6908 171.419 -679.85 17631.1 9983.94 1039.19 25964.9 54860.2 15037.1 155875 -24327.7 -9936.48 30190.7 68898.9 71271.6 62276.3 29618.4 -754.401 -13296.4 31740.9 120178 -22030 -12977.5 -9670.04 8460.76 19014.9 8018.16 18696.8 -49864.9
internal_weight=0 1.93862e+06 690082 149201 605 534 456 230 145 104 41 226 193 95 71 70 78 55 148596 1139 185 59 954 749 126 372 315 275 88 57
internal_count=4318164 1938624 690082 149201 605 534 456 230 145 104 41 226 193 95 71 70 78 55 148596 1139 185 59 954 749 126 372 315 275 88 57
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=31
num_cat=0
split_feature=1 0 1 3 5 5 3 5 5 2 2 3 5 2 5 2 0 0 5 3 0 5 0 0 4 2 5 4 2 5
split_gain=5.58448e+11 8.74688e+12 7.45985e+12 1.57747e+13 1.48101e+13 1.37921e+13 4.33119e+13 3.12908e+13 4.82475e+13 2.65487e+13 3.19557e+13 2.60897e+13 2.4104e+13 2.05563e+13 4.90478e+13 4.63039e+13 1.49924e+13 1.28731e+13 1.27301e+13 1.29016e+13 1.17675e+13 3.20186e+13 2.93706e+13 2.31187e+13 3.8699e+13 6.68179e+13 3.98638e+13 2.99925e+13 2.95999e+13 5.01042e+13
threshold=38.92948375000001 44.226894250000008 38.950530550000003 22.500000000000004 48.945000000000007 94.040000000000006 23.500000000000004 85.91500000000002 81.00500000000001 8.5000000000000018 7.5000000000000009 24.500000000000004 96.015000000000015 16.500000000000004 118.33500000000002 12.500000000000002 45.059881250000011 47.236539400000005 63.455000000000005 2.5000000000000004 45.029420750000007 83.010000000000005 45.005863250000004 45.040161900000008 2.5000000000000004 4.5000000000000009 86.810000000000016 3.5000000000000004 10.500000000000002 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 -5 7 -7 8 -6 10 -10 -9 16 15 -15 -14 -8 20 19 -19 21 22 -2 24 26 -26 -22 28 29 -27
right_child=2 -3 -4 4 5 6 12 11 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 23 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=21123.007817116366 5525.0467602515173 50.070681194884379 -12.333505654610439 -10396.833590141237 18962.913388455872 128977.04389204546 -29867.990022786456 34897.54391015094 -23599.192934782608 -1126.395341352983 -186927.36074999999 143004.40018939396 -14974.581571237664 -146856.31552083333 6643.3718692555158 107852.44040178572 -145566.05148809525 15069.133930191532 -46703.344089044847 -17607.972692614927 14207.200940790741 -91476.858164911682 -16992.938689379811 -3037.3230330733718 41855.937871503498 -35145.857503255211 95726.969010416666 72819.6745205966 -17238.78996377268 -153507.16421326756
leaf_weight=197 1022 1356543 2944570 389 859 22 24 69 23 44 25 33 114 30 68 42 21 155 112 548 1254 46 1337 10081 143 96 63 22 155 57
leaf_count=197 1022 1356543 2944570 389 859 22 24 69 23 44 25 33 114 30 68 42 21 155 112 548 1254 46 1337 10081 143 96 63 22 155 57
internal_value=0 53.1305 -24.3411 -2122.19 6828.62 11705.4 -6440.7 17237.1 11591.6 -57234 -108666 69873.3 -16404.5 -4453.7 -40346.3 18094.2 -83860.4 -3167.86 -15391.7 -10403.2 -2470.02 -8848.61 -7237.37 -1177.75 9295.05 -15239.9 18106.8 -39981.5 -48038.7 -79241.2
internal_weight=0 1.35674e+06 2.96142e+06 16854 1763 1374 321 1053 951 92 48 102 299 254 98 156 45 15091 815 703 14276 2405 2359 11871 1790 473 1317 330 308 153
internal_count=4318164 1356740 2961424 16854 1763 1374 321 1053 951 92 48 102 299 254 98 156 45 15091 815 703 14276 2405 2359 11871 1790 473 1317 330 308 153
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 5 0 0 2 2 4 0 3 5 2 5 0 2 3 5 2 0 3 5 5 0 4 6 2
split_gain=4.92619e+11 1.1269e+13 2.62885e+13 3.12054e+13 2.53286e+13 2.00436e+13 1.7116e+13 1.8214e+13 1.60261e+13 1.56793e+13 1.58414e+13 1.28106e+13 1.19947e+13 1.18148e+13 8.01006e+13 3.35958e+13 2.43926e+13 4.90867e+13 5.94311e+13 5.69347e+13 6.60384e+13 4.20303e+13 3.78972e+13 3.55887e+13 2.99465e+13 2.97204e+13 2.23303e+13 2.69425e+13 2.22046e+13 2.74542e+13
threshold=38.996948700000011 38.975980350000007 45.013473000000012 45.133160800000006 7.5000000000000009 95.020000000000024 37.305000000000007 45.091904500000005 45.112033650000008 5.5000000000000009 19.500000000000004 1.5000000000000002 45.254062050000009 19.500000000000004 67.990000000000023 22.500000000000004 75.015000000000015 45.067452850000002 14.500000000000002 6.5000000000000009 101.05000000000001 16.500000000000004 45.022371150000005 16.500000000000004 84.030000000000015 81.00500000000001 45.047272400000004 1.5000000000000002 1.5000000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 12 -3 -4 13 9 11 -11 -9 -5 16 26 28 -8 18 22 20 -19 23 -18 -20 -25 -21 27 -15 -16 -30
right_child=-2 2 3 4 -6 -7 7 8 -10 10 -12 -13 -14 14 15 -17 17 19 21 25 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=4.8748098896836112 -24.163957058523273 -10777.276869565574 -1915.3730601811576 6111.2791081512523 -7664.8376498543412 -63550.300266113285 3288.9378062260434 9509.2922757235447 3775.1768370468003 9693.277681424679 88773.420252403856 41636.603644596202 -9058.4837808630091 4244.6079949801851 -6077.2043636507606 25733.538250309408 -19138.291361890522 16497.975550717216 62836.660546875006 17381.11078602184 204339.94953703706 -27583.069437500002 25313.091847094034 88784.612872023819 246757.39672154016 -20846.362931685013 -28650.747315790883 30882.556331593165 -34169.886028740875 -89074.3789196047
leaf_weight=1428691 2856253 717 3903 2952 4824 80 11803 176 1130 985 26 421 633 1308 185 101 224 61 57 286 27 25 1334 21 28 704 146 535 411 117
leaf_count=1428691 2856253 717 3903 2952 4824 80 11803 176 1130 985 26 421 633 1308 185 101 224 61 57 286 27 25 1334 21 28 704 146 535 411 117
internal_value=0 47.2111 1867.96 2309.01 -2933.61 -16074.4 4144.82 5320.94 12901.6 19315.1 11727 32165.2 3432.77 4126.23 -1819.34 -28244.1 5270.04 13720.7 24361.4 -2951.1 74131.3 89051.9 18922.1 116560 179055 -9802.87 8995.03 11977.3 -35890.3 -46336.2
internal_weight=0 1.46191e+06 33220 32423 8409 797 24014 20111 2738 1608 1011 597 3585 17373 2803 814 14570 2767 1689 1078 88 131 1558 106 49 990 1989 1843 713 528
internal_count=4318164 1461911 33220 32423 8409 797 24014 20111 2738 1608 1011 597 3585 17373 2803 814 14570 2767 1689 1078 88 131 1558 106 49 990 1989 1843 713 528
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 5 1 5 3 1 5 3 1 3 3 1 3 1 5 1 2 1 6 1 5 3 1 3 3
split_gain=4.94443e+11 2.92944e+12 2.30559e+13 2.32e+13 1.06052e+13 1.01649e+13 2.12676e+13 1.43343e+13 1.77892e+13 1.35204e+13 1.20916e+13 1.45461e+13 1.10974e+13 1.1833e+13 1.06312e+13 2.87763e+13 1.54955e+13 1.43449e+13 1.39745e+13 1.34724e+13 1.12867e+13 1.08885e+13 1.08851e+13 1.035e+13 1.78261e+13 1.32663e+13 1.01687e+13 1.3775e+13 2.12931e+13 2.55924e+13
threshold=60.693675950000006 60.063729500000008 61.880021000000006 33.101335500000005 68.52500000000002 30.410108300000001 69.015000000000015 30.362552800000003 71.715000000000018 15.500000000000002 30.502469200000004 76.00500000000001 3.5000000000000004 30.388336800000001 5.5000000000000009 4.5000000000000009 30.502469200000004 9.5000000000000018 30.434657650000002 54.410000000000004 30.425002000000003 2.5000000000000004 30.468306550000005 1.5000000000000002 30.434657650000002 81.00500000000001 26.500000000000004 30.207352000000004 5.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 14 26 12 -10 23 -12 13 -9 15 18 -17 -16 19 -7 -19 -21 -20 24 -8 -25 27 28 -3 -30
right_child=-2 2 -4 4 -6 6 10 8 9 -11 11 -13 -14 -15 17 16 -18 20 22 21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.96012434538847491 286.06765008093237 -4550.9486821094524 59466.384541616135 -22162.538740907868 -79369.263017314195 14898.861938920454 -15336.499326869422 -8595.0792756453811 -29734.094382957177 -106508.50572052003 20492.286480978262 132959.13654891305 -11894.584123761331 96577.346845703141 49748.220978937927 -49069.784560993154 -7853.7376174330047 -32909.120194284544 -46584.287515943877 31768.882421875001 6800.4403455681531 134867.32187499999 3472.1541545977484 37120.815852452528 82386.057596261162 -18608.632795698923 5655.8198943052612 -5442.4310220104999 46333.893598738963 6515.4636652005856
leaf_weight=4243385 59586 1893 62 261 37 110 28 23 81 32 23 23 761 20 74 186 179 76 49 21 1230 20 383 79 56 93 1762 6132 184 1315
leaf_count=4243385 59586 1893 62 261 37 110 28 23 81 32 23 23 761 20 74 186 179 76 49 21 1230 20 383 79 56 93 1762 6132 184 1315
internal_value=0 -4.00266 -1390.1 -1639.46 -29265.4 -1084.45 4554.42 -2299.74 -14323.5 -51475.5 29521.6 76725.7 -9101.89 40322.3 1315.55 -6837.79 -28857 6916.53 6947.81 33134.9 4489.62 82060.8 -2205.54 21039.6 49811.9 6988.03 -1322.8 -2613.89 2499.51 11403.1
internal_weight=0 4.25858e+06 15193 15131 298 14833 2630 12203 917 113 302 46 804 43 2328 948 365 1380 583 151 1306 41 432 256 84 172 11286 9524 3392 1499
internal_count=4318164 4258578 15193 15131 298 14833 2630 12203 917 113 302 46 804 43 2328 948 365 1380 583 151 1306 41 432 256 84 172 11286 9524 3392 1499
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=31
num_cat=0
split_feature=3 1 3 0 0 0 3 2 6 0 0 5 5 2 5 2 2 5 5 5 5 5 2 2 4 0 1 5 4 5
split_gain=4.88072e+11 3.01095e+12 7.89264e+12 1.09705e+13 8.90752e+12 1.12923e+13 2.45998e+13 1.39222e+13 1.02716e+13 2.34997e+13 2.85124e+13 1.71071e+13 1.59046e+13 1.53344e+13 5.87078e+13 1.0826e+13 9.66738e+12 9.41779e+12 9.8247e+12 9.85719e+12 1.30067e+13 1.29107e+13 9.19157e+12 9.22204e+12 8.61974e+12 8.92e+12 7.86466e+12 1.71858e+13 7.61547e+12 7.95645e+12
threshold=27.500000000000004 37.533784800000006 29.500000000000004 55.664473600000008 55.701368300000006 55.74310830000001 28.500000000000004 19.500000000000004 1.5000000000000002 55.842510000000011 55.885524800000006 101.05000000000001 55.990000000000002 9.5000000000000018 53.995000000000012 24.500000000000004 11.500000000000002 104.75000000000001 68.52500000000002 44.605000000000011 49.995000000000012 53.385000000000012 12.500000000000002 26.500000000000004 3.5000000000000004 55.518428350000008 37.487839250000007 49.995000000000012 1.0000000180025095e-35 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 16 22 13 11 12 -11 14 -10 26 -6 18 19 -12 -21 -22 -7 28 25 -4 27 -15 -24 -30
right_child=1 -3 24 4 5 8 -8 -9 9 10 17 -13 -14 15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.1799866867867208 47719.780597245066 247.25500563080928 -34585.168958658855 -62480.147098214286 39326.311679193044 -4343.9204699346074 -13767.108666992188 -26838.472961956526 46592.386065463361 -25216.252561442059 -3935.1472483173784 17414.072109375 -129198.64616570725 28901.438385416666 -152093.19447998048 -12074.31004971591 103099.87394301471 49055.559861924914 -25497.364516194662 98330.194495738644 -56099.217931547624 33450.18842844203 1248.5293675080511 6053.8767990757042 50201.377546063595 52.458560057247382 29150.615334535258 130149.64189967106 -28875.721767469164 -2655.057058140852
leaf_weight=4279873 38 26192 75 28 79 930 160 23 58 24 426 20 38 30 20 22 34 36 156 22 21 69 131 142 34 8551 39 38 717 138
leaf_count=4279873 38 26192 75 28 79 930 160 23 58 24 426 20 38 30 20 22 34 36 156 22 21 69 131 142 34 8551 39 38 717 138
internal_value=0 -355.435 -1660.14 -5713.17 -6310.18 -5843.9 12811.3 44080.1 -7638.49 572.412 -7095.04 -63005.6 -88947.4 30649.6 -4352.63 51813.7 58514.8 -814.682 -3401.61 3005.34 29404 12555.3 -11704 -17772.2 -50.6314 -248.703 64949.6 85481.3 -21203.6 -24643.6
internal_weight=0 38291 12099 3439 3401 3373 296 136 3077 1019 812 82 62 207 78 129 113 730 694 538 112 90 2058 1128 8660 8626 107 68 986 855
internal_count=4318164 38291 12099 3439 3401 3373 296 136 3077 1019 812 82 62 207 78 129 113 730 694 538 112 90 2058 1128 8660 8626 107 68 986 855
is_linear=0
shrinkage=0.1


Tree=3428
num_leaves=31
num_cat=0
split_feature=5 6 3 5 5 0 1 5 3 5 4 1 3 1 2 1 3 4 1 2 3 1 5 5 4 1 2 3 3 1
split_gain=4.79853e+11 5.72815e+12 1.03739e+13 1.39574e+13 1.08052e+13 2.05222e+13 3.51482e+13 2.17669e+13 4.2417e+13 2.9418e+13 3.02333e+13 3.05936e+13 3.05867e+13 5.71418e+13 2.87328e+13 2.80162e+13 2.67639e+13 3.77398e+13 5.32697e+13 1.73267e+13 7.2127e+13 4.84262e+13 1.68988e+13 2.11797e+13 1.66747e+13 2.62888e+13 2.39109e+13 2.76975e+13 3.06972e+13 2.98012e+13
threshold=81.910000000000011 1.5000000000000002 37.500000000000007 96.015000000000015 87.00500000000001 44.874285750000006 39.753614400000011 84.030000000000015 20.500000000000004 85.91500000000002 2.5000000000000004 39.739656000000004 4.5000000000000009 39.704585000000002 9.5000000000000018 37.342273500000012 7.5000000000000009 2.5000000000000004 39.718803500000007 10.500000000000002 16.500000000000004 41.950906500000009 83.010000000000005 82.00500000000001 3.5000000000000004 36.761894450000007 1.5000000000000002 17.500000000000004 3.5000000000000004 30.362552800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 14 9 10 -9 12 -12 -14 16 -11 -3 18 22 20 -8 -21 23 -18 26 -26 -7 28 -28 -29
right_child=1 2 3 -5 -6 24 19 8 -10 15 11 -13 13 -15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-10.388802214495726 -428.80431560340406 -14801.332119320359 -107199.19851190476 3387.3354653320312 13.558103698945638 -4263.1192278229128 1768.528800073962 -94868.698445209709 59319.41382665094 71336.656705729169 25631.410896963444 76106.402038043481 -34113.001861722601 -152515.47881433825 -47068.800908051722 -21356.285338579299 73103.694288793107 -1540.0430289279211 212093.64318181819 -161677.88541666669 142592.16655933278 12294.383772786459 106144.54708533656 -43226.309420955884 -15330.269892394052 194.70205031491525 -10099.846446169213 16407.379738208427 5125.4740413197596 -3662.7652648280309
leaf_weight=3935898 131110 326 21 25 187570 4489 2137 114 53 36 53 23 203 51 129 346 29 178 22 24 37 48 26 34 1260 8118 1375 818 35869 7742
leaf_count=3935898 131110 326 21 25 187570 4489 2137 114 53 36 53 23 203 51 129 346 29 178 22 24 37 48 26 34 1260 8118 1375 818 35869 7742
internal_value=0 106.965 386.651 -47097.8 395.35 1522.4 -5535.43 -16747.8 -27402.2 -32966.7 -50471.5 -35134.3 -43468.3 -57886.7 -4160.09 -12620.8 4840.27 26996.6 72757.9 2566.84 4165.25 -45696.4 38315.4 10322.4 1980.02 -1891.19 2701.87 3384.47 4563.38 -1744.85
internal_weight=0 382266 251156 46 251110 63540 3869 1623 879 826 444 330 307 254 744 382 615 289 111 2246 2174 72 89 63 59671 9378 50293 45804 37244 8560
internal_count=4318164 382266 251156 46 251110 63540 3869 1623 879 826 444 330 307 254 744 382 615 289 111 2246 2174 72 89 63 59671 9378 50293 45804 37244 8560
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=31
num_cat=0
split_feature=2 5 5 5 1 2 0 5 0 2 0 1 5 1 1 5 0 3 5 4 4 3 2 1 1 5 0 2 5 6
split_gain=5.01692e+11 1.39264e+12 3.33461e+12 2.55834e+12 5.25739e+12 2.62833e+12 2.08047e+12 3.48642e+12 1.60577e+12 1.23515e+12 4.58098e+12 4.08182e+12 3.91086e+12 4.48043e+12 2.17969e+12 1.89059e+12 1.83012e+12 1.94634e+12 5.70752e+12 4.67924e+12 4.04426e+12 5.43036e+12 3.62857e+12 2.53172e+12 1.93293e+12 2.55023e+12 1.62184e+12 1.41762e+12 3.58651e+12 6.75714e+12
threshold=34.500000000000007 42.405000000000008 36.995000000000012 58.305000000000007 37.582182450000005 35.500000000000007 55.834684950000003 123.15000000000002 55.801980100000009 32.500000000000007 55.87722990000001 37.620907050000007 74.610000000000014 37.487839250000007 60.628582700000003 56.505000000000003 55.842510000000011 35.500000000000007 77.715000000000018 2.5000000000000004 1.5000000000000002 37.500000000000007 33.500000000000007 37.542000650000013 37.533784800000006 49.995000000000012 55.727011600000004 31.500000000000004 37.005000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 8 -5 -6 -7 -8 -3 27 16 12 13 -12 -13 -15 17 19 20 22 21 -19 24 -21 25 -11 -26 -1 -29 -30
right_child=1 3 -4 4 5 6 7 -9 -10 10 11 14 -14 15 -16 -17 -18 18 -20 23 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.33142606783396278 -6036.6700226814519 -2616.6300595238099 39982.314233398443 45306.516329520091 -32422.035807291672 19889.298624320654 -35857.841468749997 17501.717968749999 -42208.790195312504 -1435.9260506465519 23270.591425781251 5222.9529926915329 -63283.734593750007 -16430.558500339674 -26602.139020647326 -47528.027941176471 29664.750821200287 -37166.221555397729 25669.083167613637 4597.1482143554695 -52269.803393948467 20202.111884469698 50784.381572265629 -36168.644152519031 -2976.8962761466737 37721.350727413861 21140.455135569853 20567.48390625 5547.6164743063337 -23251.854452097043
leaf_weight=4316392 31 21 32 28 24 46 25 24 20 29 20 93 25 46 28 34 22 33 33 25 31 33 20 39 155 39 34 115 572 95
leaf_count=4316392 31 21 32 28 24 46 25 24 20 29 20 93 25 46 28 34 22 33 33 25 31 33 20 39 155 39 34 115 572 95
internal_value=0 4470.63 17338.1 158.678 6319.43 -2854 4615.82 -9722.55 -21929.9 -0.259882 -4088.17 -15234 -27907.5 -19063.5 -2141.53 -29647 1473.45 156.66 -10254.6 4125.77 -22476.1 -8482.05 9756.44 -20244.5 6563.61 21021.9 1361.67 0.439873 4257.76 1445.74
internal_weight=0 251 63 188 147 119 95 49 41 4.31791e+06 739 246 125 100 121 80 493 471 130 341 97 66 277 64 257 68 189 4.31717e+06 782 667
internal_count=4318164 251 63 188 147 119 95 49 41 4317913 739 246 125 100 121 80 493 471 130 341 97 66 277 64 257 68 189 4317174 782 667
is_linear=0
shrinkage=0.1


Tree=3430
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 1 1 0 5 2 5 5 0 0 0 0 1 5 4 5 6 0 0 5 5 4 0 5 5 5
split_gain=4.91787e+11 4.93369e+12 1.58551e+13 1.32275e+13 1.10788e+13 9.8177e+12 9.81545e+12 1.10159e+13 1.18919e+13 1.59972e+13 1.5129e+13 2.45263e+13 1.29653e+13 9.16634e+12 2.00427e+13 2.79632e+13 2.17563e+13 1.79887e+13 1.68423e+13 2.87382e+13 1.87273e+13 1.4487e+13 1.21751e+13 1.02673e+13 1.01359e+13 1.25126e+13 9.09177e+12 1.59046e+13 5.89334e+13 1.57056e+13
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 125.85000000000001 102.01000000000001 38.233559750000005 37.944765900000007 56.054485600000007 41.995000000000012 2.5000000000000004 63.855000000000011 74.610000000000014 55.657530000000008 55.455204450000004 55.885524800000006 56.301440000000007 38.151577750000008 39.505000000000003 1.5000000000000002 59.245000000000012 1.5000000000000002 55.02863030000001 55.793358600000012 27.010000000000002 55.005000000000003 2.5000000000000004 45.022371150000005 71.00500000000001 78.010000000000005 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 26 13 -1 8 -8 -10 -11 12 -12 21 22 -16 17 -17 -19 -20 -21 -3 23 -15 -25 -26 27 -4 -29 -30
right_child=-2 5 3 -5 -6 -7 7 -9 9 10 11 -13 -14 14 15 16 -18 18 19 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-993.07205273095337 -8.2607478128105516 4662.0702222789987 -8821.4120870535717 56276.405747767858 -83553.669617808948 226.72856346507399 -1195.3555940269357 -23061.32561645508 8008.0884993800792 15409.393774912309 163184.65800000002 11070.134825067937 67071.491632080084 -52250.759298573372 -24594.884850228191 -37445.828906250004 -11985.9932201629 89408.300708007824 -24034.198397914341 12840.331849254262 91319.565104406036 -15519.491089201088 38641.261122120217 24066.114269531252 -39302.38643780048 16731.895988982858 -17598.785109187585 189057.43265625002 -63777.383258928574 47746.872758152174
leaf_weight=32690 4074053 2181 315 28 22 203342 1005 128 1113 147 25 46 32 23 303 33 188 56 70 55 68 425 274 425 65 103 878 20 28 23
leaf_count=32690 4074053 2181 315 28 22 203342 1005 128 1113 147 25 46 32 23 303 33 188 56 70 55 68 425 274 425 65 103 878 20 28 23
internal_value=0 137.867 -934.322 -11719.5 -13199.9 326.368 -531.558 5512.87 7057.42 13142.6 36001.2 65389.6 109226 5072.39 10873 -906.739 14364.6 31931.6 41126.2 27116.9 56227.2 1370.76 21104.2 13303.7 15846.3 -4948.03 -11975.4 815.583 43571.3 -13482.1
internal_weight=0 244111 36500 1314 1286 207611 35186 2496 2368 1363 250 103 57 4269 1663 773 470 282 249 193 123 2606 890 616 593 168 1264 386 71 51
internal_count=4318164 244111 36500 1314 1286 207611 35186 2496 2368 1363 250 103 57 4269 1663 773 470 282 249 193 123 2606 890 616 593 168 1264 386 71 51
is_linear=0
shrinkage=0.1


Tree=3431
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 6 0 0 4 0 3 3 1 0 1 0 0 5 0 1 0 3 0 5 1 5 0 1 0 1
split_gain=5.4078e+11 1.25767e+13 1.16548e+13 7.18841e+13 3.35406e+13 4.4034e+13 2.52588e+14 8.56508e+13 6.00684e+13 5.73874e+13 9.0602e+13 1.06031e+14 7.13809e+13 4.96179e+13 7.23714e+13 1.03699e+14 5.09314e+13 4.82474e+13 4.87617e+13 8.64894e+13 9.45134e+13 5.84763e+13 1.10916e+14 6.99593e+13 4.607e+13 3.40974e+13 4.51855e+13 3.35736e+13 9.58437e+13 4.08749e+13
threshold=37.889331900000009 44.678200800000006 37.712318250000003 56.028355650000009 39.505000000000003 1.5000000000000002 55.993277250000013 56.009576300000013 1.5000000000000002 55.619594000000006 15.500000000000002 16.500000000000004 37.869926150000005 55.591389050000011 37.726745000000001 55.601678500000013 55.601678500000013 63.005000000000003 55.777112100000004 37.855187800000003 55.946414150000003 6.5000000000000009 55.801980100000009 41.505000000000003 37.726745000000001 39.995000000000012 55.769960200000007 37.869926150000005 55.899899800000007 37.726745000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 9 8 -8 10 -6 13 24 -12 16 -16 -15 18 25 20 21 22 -20 -23 -13 -11 -27 29 -29 -7
right_child=-2 2 3 -5 5 27 7 -9 -10 17 11 12 -14 14 15 -17 -18 -19 19 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-3711.0586477095803 -20.971993789356137 -44.080970326884341 -1094.9614340940582 -22693.806125115607 -12298.891100678535 9603.4832941648328 7302.0744047619055 35788.470677087338 140929.73922429734 29035.164405417519 5577.5570922505758 -19511.444896645778 -137404.00821428571 9205.0799343315848 140541.02121212121 43784.125391222682 121332.46208333335 -9214.7890095996227 78578.183094618056 -26458.089023467182 -29396.480882178235 -5657.3645438269414 -78927.788600218148 27195.91404778904 10594.225092275448 -3776.7464894964269 -39427.041836681266 5252.2826718432098 39183.341442908692 1876.2586370570484
leaf_weight=8776 3195792 951531 49789 1284 1959 7732 42 406 169 305 353 599 35 406 165 337 45 10667 63 658 485 825 154 3024 3357 12425 366 5729 974 59712
leaf_count=8776 3195792 951531 49789 1284 1959 7732 42 406 169 305 353 599 35 406 165 337 45 10667 63 658 485 825 154 3024 3357 12425 366 5729 974 59712
internal_value=0 59.7147 89.4313 873.321 1061.53 2028.89 -796.676 62648.2 114331 -1877.21 6075.72 12871.2 4777.83 37603.8 49466.7 75586.7 20393 -3869.01 -753.821 7429.82 12329.5 17306.6 -33200.2 20154.1 6035.76 -4008.91 -4796.84 3432.97 10182.7 2762.13
internal_weight=0 1.12237e+06 1.1136e+06 162065 160781 110992 36845 617 211 36228 7256 5297 3991 1306 953 502 451 28972 18305 5209 4551 4066 217 3849 3956 13096 12791 74147 6703 67444
internal_count=4318164 1122372 1113596 162065 160781 110992 36845 617 211 36228 7256 5297 3991 1306 953 502 451 28972 18305 5209 4551 4066 217 3849 3956 13096 12791 74147 6703 67444
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 0 3 6 3 5 4 5 0 5 5 3 0 5 0 3 3 0 5 5 1 0 3 5 6 0
split_gain=5.58202e+11 1.08801e+13 3.33392e+13 2.85567e+13 3.7462e+13 7.29748e+13 8.05533e+13 1.75472e+14 2.64925e+14 6.82459e+13 7.57506e+13 6.92126e+13 6.72639e+13 4.24033e+13 4.55234e+13 6.16601e+13 1.11715e+14 5.90136e+13 5.03639e+13 4.23921e+13 5.62532e+13 8.46704e+13 4.96481e+13 7.92833e+13 7.50237e+13 7.37692e+13 9.40776e+13 7.88537e+13 7.11924e+13 7.05286e+13
threshold=37.615058950000012 37.712318250000003 56.663136550000011 66.990000000000023 55.842510000000011 55.812836050000008 25.500000000000004 1.5000000000000002 23.500000000000004 35.985000000000007 1.5000000000000002 47.005000000000003 55.826364100000013 65.905000000000015 62.015000000000008 4.5000000000000009 55.695992150000002 46.010000000000012 55.806974650000008 14.500000000000002 16.500000000000004 55.851332700000007 53.005000000000003 50.005000000000003 37.66934650000001 55.851332700000007 23.500000000000004 52.405000000000008 1.5000000000000002 55.851332700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 13 7 8 -7 -9 11 -11 -8 14 17 16 -16 -2 -17 -6 21 -21 23 -22 28 26 -25 -28 -24 -30
right_child=1 -3 -4 -5 19 6 12 9 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20 20 22 -23 24 25 -26 -27 27 -29 29 -31
leaf_value=71.580054304280665 -224.72896506534869 10.029899569912512 -68691.688550473569 2567.8585732368429 6987.9984458519411 -16197.083762668921 -40330.072941813538 645.58062735151645 -423894.48839285719 -103806.31261274478 -25934.996174494292 74544.696956380212 25855.148990766378 -25590.150522914431 148.18471725751769 4819.2448371478486 230358.30944196429 -8191.8754971934995 83281.322742280507 145811.74494628908 510.49424812958972 -17925.724599032372 17669.950752966808 -152455.03253676472 -1203.284583254044 -17834.072514905147 -109544.17370689656 123654.95437769397 157876.45047286185 45383.508890924044
leaf_weight=869963 25958 3364080 73 17075 8476 37 211 679 28 233 947 24 564 786 53 3136 35 14485 84 32 5252 2416 855 102 1664 573 29 29 76 209
leaf_count=869963 25958 3364080 73 17075 8476 37 211 679 28 233 947 24 564 786 53 3136 35 14485 84 32 5252 2416 855 102 1664 573 29 29 76 209
internal_value=0 -18.0593 -1141.37 -1082.7 -2013.42 -3540.9 -19432.8 -30281.4 -191821 -24705.2 -39001.9 -87151 7835.69 -2569.27 -2155.69 9123.09 91709 -3078.23 6866.08 1648.56 -2378.95 -15785.4 1355.14 -3789.31 12335.7 -34597.7 -94632.5 7055.39 32097.9 75381.6
internal_weight=0 3.4482e+06 84121 84048 66973 47260 2723 1948 65 1883 1204 257 775 44537 43751 3308 88 40443 3220 19713 11237 2448 8789 5985 2804 733 160 58 1140 285
internal_count=4318164 3448201 84121 84048 66973 47260 2723 1948 65 1883 1204 257 775 44537 43751 3308 88 40443 3220 19713 11237 2448 8789 5985 2804 733 160 58 1140 285
is_linear=0
shrinkage=0.1


Tree=3433
num_leaves=31
num_cat=0
split_feature=1 0 2 5 5 3 3 1 5 4 3 3 0 6 3 3 6 2 5 3 3 4 5 5 5 5 5 5 5 2
split_gain=4.85822e+11 1.02205e+13 1.0153e+13 2.8586e+13 1.4194e+13 1.20695e+13 2.70611e+13 2.35496e+13 3.54476e+13 3.3006e+13 2.92491e+13 2.83725e+13 2.21698e+13 4.41823e+13 3.3253e+13 6.45054e+13 4.40995e+13 4.09723e+13 3.84267e+13 2.3993e+13 6.00565e+13 2.14183e+13 1.89516e+13 2.12583e+13 3.20651e+13 2.02465e+13 1.77632e+13 1.47634e+13 1.37115e+13 2.77079e+13
threshold=37.889331900000009 44.678200800000006 1.5000000000000002 109.05000000000001 67.520000000000024 10.500000000000002 15.500000000000002 37.752451500000006 50.805000000000007 1.5000000000000002 5.5000000000000009 7.5000000000000009 44.580511600000001 1.5000000000000002 6.5000000000000009 9.5000000000000018 1.5000000000000002 5.5000000000000009 74.010000000000005 3.5000000000000004 2.5000000000000004 3.5000000000000004 120.05000000000001 86.810000000000016 95.020000000000024 91.050000000000011 76.00500000000001 103.45000000000002 102.01000000000001 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 28 8 -4 -10 22 -12 14 -14 -11 16 -16 -18 -17 20 -15 -21 23 -9 25 -25 -13 -26 -7 -30
right_child=-2 -3 5 -5 -6 6 -8 10 9 12 11 26 13 19 15 18 17 -19 -20 21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=10074.871040183374 -19.877783792696786 83.387864869541843 -15867.113745991432 107983.75639467593 -20863.662272481717 18352.634213238383 -5164.4291396492481 -5484.144453628749 76651.163125000006 -43347.223943280347 -43035.589427924162 -5397.4361254220421 -80319.224695121957 -56738.538124999999 148114.70064786586 -109892.27658797555 105956.89675124595 -51873.987024568254 50794.831711647734 26193.949266112155 153802.15970982143 -50286.239472656249 -98413.960927734384 27249.386989182694 -56371.175686553033 146052.25392456056 -41565.726682867011 42352.762513950896 14418.341454081634 -120671.10553977273
leaf_weight=702 3195792 1113596 754 27 188 827 2863 876 75 173 512 645 41 20 41 46 29 38 22 433 42 40 20 26 33 32 172 28 49 22
leaf_count=702 3195792 1113596 754 27 188 827 2863 876 75 173 512 645 41 20 41 46 29 38 22 433 42 40 20 26 33 32 172 28 49 22
internal_value=0 56.5991 -3342.65 6614.78 3539.54 -4504.5 -413.826 -8258.78 504.566 12848.8 -14816.3 -24578.5 7675.65 19726.3 -12213.1 18390.2 66428.2 16440.9 -57905.3 27393.4 85885.8 19726.3 -2034.09 -96.8099 39561.2 92795.8 -13011.8 -11055.3 14732 -27440.4
internal_weight=0 1.12237e+06 8776 917 890 7859 3761 4098 1754 1000 2344 1329 925 576 349 176 108 67 68 535 62 473 1015 995 119 58 817 61 898 71
internal_count=4318164 1122372 8776 917 890 7859 3761 4098 1754 1000 2344 1329 925 576 349 176 108 67 68 535 62 473 1015 995 119 58 817 61 898 71
is_linear=0
shrinkage=0.1


Tree=3434
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 0 3 5 5 2 3 0 0 3 6 0 5 3 0 4 3 6 5 4 5 5 5 3 0
split_gain=5.04068e+11 8.78395e+12 1.29813e+14 9.10297e+13 6.58399e+13 3.60639e+13 6.41576e+13 3.15257e+13 2.80172e+13 3.97435e+13 2.39255e+13 2.29236e+13 2.08699e+13 2.31509e+13 3.63739e+13 4.33219e+13 2.0237e+13 1.79304e+13 1.65975e+13 2.09923e+13 1.63395e+13 1.82385e+13 2.7721e+13 3.09581e+13 4.4807e+13 4.32948e+13 1.47422e+13 1.24832e+13 1.22351e+13 1.21546e+13
threshold=82.871296800000025 82.837870700000011 55.046835900000012 54.990279300000005 55.141517900000004 78.710000000000022 55.078308950000007 7.5000000000000009 60.610000000000007 62.015000000000008 3.5000000000000004 4.5000000000000009 54.970187400000007 54.978840000000005 9.5000000000000018 1.5000000000000002 54.978840000000005 73.010000000000005 9.5000000000000018 54.970187400000007 1.5000000000000002 16.500000000000004 1.5000000000000002 109.05000000000001 2.5000000000000004 91.050000000000011 52.990000000000002 58.755000000000003 4.5000000000000009 54.959412650000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 7 -4 12 16 -8 -5 29 14 -14 -16 -10 -11 -19 -20 -7 22 23 24 -22 -26 -9 -6 -15 -3
right_child=-2 2 4 11 27 20 10 26 9 17 -12 -13 13 28 15 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.3127291833454295 61.295211764522236 1214.9387888872504 148152.49666666667 -57132.741935237769 -2041.6121032714846 -13634.127896803255 96189.34782608696 27168.533631804308 -1845.2002507285467 11604.832918253582 236205.41911057691 -13673.334361418678 4801.8149692085763 -16497.275135231019 10470.953406393119 -41154.112305901464 -49158.185148620607 -20298.160296873386 -49798.115024038467 19848.401813108423 6606.6914679276324 -7710.7803998161762 94254.904824942132 -33468.980023784025 32222.979367897729 228445.39279891306 68264.291712329999 -54986.241400923303 6277.1505555949689 14585.714942993751
leaf_weight=3277637 1023608 1010 30 124 234 98 23 247 126 600 26 5725 789 256 232 543 320 604 52 258 76 85 81 62 22 23 135 55 3003 2080
leaf_count=3277637 1023608 1010 30 124 234 98 23 247 126 600 26 5725 789 256 232 543 320 604 52 258 76 85 81 62 22 23 135 55 3003 2080
internal_value=0 -19.0442 -2291.73 -4708.67 29453.5 42684.9 62309.3 49443.9 1148.05 -9555.57 170484 -14594.7 3799.26 -311.385 -10312.5 -25699.9 -35791.7 -1826.82 -10644.1 8165.76 22445.8 32577.1 45548.6 23990.1 53431.9 132514 41691.9 -12117.6 4488.18 10215.3
internal_weight=0 3.29456e+06 16919 15722 1197 908 461 412 9873 1960 49 5849 7913 4823 1564 775 446 1514 914 310 447 349 264 183 121 45 382 289 3259 3090
internal_count=4318164 3294556 16919 15722 1197 908 461 412 9873 1960 49 5849 7913 4823 1564 775 446 1514 914 310 447 349 264 183 121 45 382 289 3259 3090
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=31
num_cat=0
split_feature=5 5 6 3 1 2 0 0 0 0 0 1 0 0 1 3 1 0 1 1 1 0 1 3 1 0 0 0 0 0
split_gain=4.48661e+11 4.32912e+12 6.60298e+12 8.39986e+12 6.084e+12 1.09541e+13 5.18996e+12 1.64017e+13 6.66953e+12 4.88781e+12 4.87586e+12 1.03361e+13 9.28036e+12 9.27876e+12 1.79765e+13 1.444e+13 1.41565e+13 7.94793e+12 6.52023e+12 3.42007e+13 1.01254e+13 9.83434e+12 9.53995e+12 1.42428e+13 1.40113e+13 1.18965e+13 1.25769e+13 7.32692e+12 1.31707e+13 5.66622e+12
threshold=42.005000000000003 42.205000000000005 1.5000000000000002 28.500000000000004 82.981501350000016 1.5000000000000002 55.017766000000002 54.990279300000005 55.020029900000004 54.986619450000006 59.820733200000006 37.342273500000012 54.725565150000001 59.963407450000012 30.315880100000005 8.5000000000000018 30.207352000000004 59.990816400000007 37.869926150000005 37.832345550000007 37.998366300000008 55.701368300000006 37.559851850000008 13.500000000000002 37.615058950000012 55.657530000000008 55.56564190000001 55.518428350000008 55.349623500000007 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -6 7 9 -8 -4 11 12 -2 15 -15 -12 -17 -16 19 22 21 -20 23 -13 -24 26 27 28 -26 -27
right_child=1 -3 6 -5 5 -7 8 -9 -10 -11 13 18 -14 14 17 16 -18 -19 20 -21 -22 -23 24 -25 25 29 -28 -29 -30 -31
leaf_value=41.99518240354751 -33827.991902449328 -16.748926430848044 -1101.5412678674199 22150.80913393863 -46957.937234497076 -8019.6218593649673 26527.513763201681 -24832.188394373545 1362.9241791473041 34254.168198242194 31381.611877441406 -84578.1279296875 19301.9664665817 -45173.511113664223 52185.579250402625 34682.911300223219 -53204.834765625004 -5545.6316787347569 9149.3409625018085 -57866.901337679861 -4223.1498258901465 67603.338164062501 37192.335516011946 -10635.206088175239 15807.649070909289 16643.337565778824 -84625.5078125 29611.894783266129 -67566.280830078133 -26571.678594292538
leaf_weight=1600872 37 2706441 1741 111 96 292 108 322 4246 40 32 28 295 51 57 21 144 41 162 139 2007 35 106 374 36 193 30 31 40 36
leaf_count=1600872 37 2706441 1741 111 96 292 108 322 4246 40 32 28 295 51 57 21 144 41 162 139 2007 35 106 374 36 193 30 31 40 36
internal_value=0 -24.7411 -2018.15 -5008.49 -5712.36 -17653.8 16.7828 -4062.57 1987.13 -307.477 -4522.81 -3418.08 13380.9 -15854.3 2975.56 -30096.2 -42019.1 28032.7 -5151.76 -11792.4 -2099.62 19534.6 -4464.71 -15785.5 5177.12 -4095.05 -27404.2 -11360.8 -28073.4 9849.71
internal_weight=0 2.71729e+06 10851 4394 4283 388 6457 2103 4354 1781 3895 3549 332 346 149 197 165 98 3217 1013 2204 197 874 402 472 366 137 107 76 229
internal_count=4318164 2717292 10851 4394 4283 388 6457 2103 4354 1781 3895 3549 332 346 149 197 165 98 3217 1013 2204 197 874 402 472 366 137 107 76 229
is_linear=0
shrinkage=0.1


Tree=3436
num_leaves=31
num_cat=0
split_feature=3 0 0 3 3 5 6 5 1 1 0 3 1 0 0 1 5 5 6 1 1 1 0 1 1 5 5 5 5 5
split_gain=4.42114e+11 1.00359e+13 5.46378e+13 3.61825e+13 5.2844e+13 5.96039e+13 3.73823e+13 3.20032e+13 3.17139e+13 3.68245e+13 2.62884e+13 3.26904e+13 4.41775e+13 4.24655e+13 4.39547e+13 5.97884e+13 4.05244e+13 3.76657e+13 4.04485e+13 8.16128e+13 3.60842e+13 3.38026e+13 3.75082e+13 5.37332e+13 8.74372e+13 6.89339e+13 5.77373e+13 5.72442e+13 6.5118e+13 4.9382e+13
threshold=16.500000000000004 55.619594000000006 55.601678500000013 17.500000000000004 20.500000000000004 82.00500000000001 1.5000000000000002 61.845000000000006 37.726745000000001 37.642309100000013 55.701368300000006 18.500000000000004 37.944765900000007 55.695992150000002 55.628356700000005 37.832345550000007 62.015000000000008 63.145000000000003 1.5000000000000002 37.889331900000009 37.098288800000006 36.761894450000007 55.657530000000008 37.620907050000007 37.642309100000013 88.015000000000015 78.710000000000022 86.02500000000002 84.030000000000015 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 8 -4 -8 9 -5 11 12 13 14 15 20 -15 -18 19 -19 -3 -16 23 25 -25 27 -26 28 -23 -28
right_child=1 10 3 4 -6 -7 7 -9 -10 -11 -12 -13 -14 16 21 -17 17 18 -20 -21 -22 22 -24 24 26 -27 29 -29 -30 -31
leaf_value=-17.5609799105505 -156.17657028092813 -52002.765142952128 -42099.890357801654 1187.3433965773809 -11179.665216422969 -146228.02467570754 8381.5083623939299 -13023.969295110623 -18495.017724114015 -112211.73667534723 89.976431122395383 714.58121384157528 -5423.3073017553961 11961.614380091183 56631.423470846043 -108438.17384072582 131105.81632812502 -43948.477734375003 24644.395970527094 171697.14202293113 38259.848023787141 2248.5894360369457 8167.6252476940326 -153493.90886284722 -7200.4993623307601 93645.28764016545 -107488.01923295455 -121184.01552998312 113872.83538472879 11558.312408088235
leaf_weight=3318589 446043 47 216 42 2792 53 2008 1071 345 90 481025 45233 3132 1406 123 31 45 26 466 54 768 3752 8675 45 1751 85 110 37 53 51
leaf_count=3318589 446043 47 216 42 2792 53 2008 1071 345 90 481025 45233 3132 1406 123 31 45 26 466 54 768 3752 8675 45 1751 85 110 37 53 51
internal_value=0 58.3025 -289.991 -9310.24 -16674.8 -45622.7 -1885.33 935.823 -34444.4 -76130.2 346.571 2219.82 5515.88 7470.88 5705.57 27869.8 21197.3 43169.3 35921.7 101612 33054.5 4428.44 3987.41 -2175.65 -15712.6 4570.41 -12469.8 2599.73 3803.41 -69777.7
internal_weight=0 999575 452660 6617 3322 530 3295 3079 477 132 546915 65890 20657 17525 15528 846 1997 591 546 80 815 14682 14559 5884 1957 3927 1912 3842 3805 161
internal_count=4318164 999575 452660 6617 3322 530 3295 3079 477 132 546915 65890 20657 17525 15528 846 1997 591 546 80 815 14682 14559 5884 1957 3927 1912 3842 3805 161
is_linear=0
shrinkage=0.1


Tree=3437
num_leaves=31
num_cat=0
split_feature=0 0 1 6 0 0 3 0 0 3 3 0 3 0 5 0 3 5 2 5 5 0 3 1 2 5 4 5 3 2
split_gain=5.6193e+11 6.89517e+12 2.04237e+13 4.70356e+13 1.82606e+14 8.29586e+13 5.75998e+13 4.76039e+13 4.25509e+13 3.9887e+13 3.67268e+13 3.21231e+13 5.83145e+13 5.0775e+13 4.42412e+13 3.93069e+13 5.63652e+13 3.52895e+13 2.68476e+13 2.70835e+13 2.66193e+13 3.87786e+13 2.27629e+13 2.92753e+13 2.15191e+13 2.04066e+13 1.90394e+13 2.62172e+13 2.3666e+13 1.87769e+13
threshold=55.576287050000012 55.734663800000007 37.098288800000006 1.5000000000000002 55.695992150000002 55.68356880000001 18.500000000000004 55.591389050000011 55.619594000000006 24.500000000000004 11.500000000000002 55.695992150000002 8.5000000000000018 55.719391050000006 50.410000000000004 55.601678500000013 17.500000000000004 100.05000000000001 11.500000000000002 72.705000000000013 46.010000000000012 55.701368300000006 4.5000000000000009 36.585378200000001 6.5000000000000009 77.715000000000018 1.5000000000000002 53.995000000000012 11.500000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -9 -10 -7 14 20 18 -5 16 22 -17 19 26 -13 -22 -16 24 -24 -25 -14 -28 -29 -21
right_child=1 -3 -4 11 6 10 -8 8 9 -11 -12 12 13 -15 15 17 -18 -19 -20 29 21 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=32.266877059552392 145946.30613839286 32.636264064787049 -371.3933190140686 -6589.0271048841505 -55944.2016599052 158773.1743449661 73046.319947574011 -53079.102734375003 38495.217237353172 -13094.092924082121 64181.757711356033 -1641.9320506581539 -10717.596388498943 -42693.298211895002 -75299.082948521216 -38853.68114511179 135797.81059382512 -159378.15009375001 41121.50007612574 -6584.2279017857145 -106757.96666666667 31204.913419714019 -57664.311094473385 -1073.6828144908463 43338.949281250003 68209.615842848565 85905.249951171878 -39812.788489583334 56742.710183438394 -75982.822909823328
leaf_weight=2398881 28 1671564 240141 2145 389 53 38 86 457 223 182 595 360 461 56 860 26 25 127 70 21 683 135 233 25 52 56 60 44 88
leaf_count=2398881 28 1671564 240141 2145 389 53 38 86 457 223 182 595 360 461 56 860 26 25 127 70 21 683 135 233 25 52 56 60 44 88
internal_value=0 -40.3298 -532.692 -5644.13 10510.7 33323.7 -44465 17876.6 13195.2 21577 85515.1 -9486.24 -956.025 -16229.3 -15637.5 -29383.2 -7761.83 -42258.3 -1074.14 -8978.04 13929.2 27089.5 -15212 -7650.51 -41882.6 11567.5 2038.98 30741.3 1037.61 -45236.6
internal_weight=0 1.91928e+06 247719 7578 1456 1029 427 794 766 680 235 6122 2565 1266 3557 1412 527 885 805 678 1299 704 501 445 160 285 520 160 104 158
internal_count=4318164 1919283 247719 7578 1456 1029 427 794 766 680 235 6122 2565 1266 3557 1412 527 885 805 678 1299 704 501 445 160 285 520 160 104 158
is_linear=0
shrinkage=0.1


Tree=3438
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 1 3 3 3 3 5 5 1 3 5 2 3 5 1 1 5 5 5 3 5 5 1 2 5 3
split_gain=4.57049e+11 2.10472e+13 3.41187e+13 2.9086e+13 7.02353e+13 3.60472e+13 3.05696e+13 2.63259e+13 2.6988e+13 4.04634e+13 3.36257e+13 4.85156e+13 2.90474e+13 2.56468e+13 4.7587e+13 2.30127e+13 2.0106e+13 1.99775e+13 1.87238e+13 2.42225e+13 2.9993e+13 3.98338e+13 2.30808e+13 1.8403e+13 4.77832e+13 1.79985e+13 2.98689e+13 3.80905e+13 2.74491e+13 2.43675e+13
threshold=55.535913550000011 55.518428350000008 1.5000000000000002 5.5000000000000009 37.362912300000012 37.39371280000001 14.500000000000002 24.500000000000004 5.5000000000000009 9.5000000000000018 70.50500000000001 105.35000000000001 37.642309100000013 24.500000000000004 88.015000000000015 2.5000000000000004 11.500000000000002 56.835000000000008 86.067573200000012 37.503486000000002 81.910000000000011 74.610000000000014 33.005000000000003 34.500000000000007 42.605000000000011 34.010000000000012 37.533784800000006 9.5000000000000018 81.00500000000001 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 16 8 10 18 -4 12 15 -7 -15 -12 -6 -18 19 20 21 -10 -21 24 -8 -11 27 29 -28 -27
right_child=-2 2 7 4 5 13 23 -9 9 25 11 -13 -14 14 -16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=4.7805906456704568 -35.574536546221054 54884.419650723081 -8176.0348822128281 -59331.905807646195 51040.957994495744 -5485.8253725644227 26190.140890260056 -8438.6003723144531 8412.1691404273151 -8809.9077887094809 57057.335971467401 -95845.642265625007 -22267.522265625001 5127.6623648289069 138562.03191550926 165552.60732996324 -42585.270026965612 42326.106339285718 -10962.362714843752 16442.286683449169 -54906.245944010421 119671.27930743243 50659.912328077058 -4333.8916159019045 108938.06700067935 37347.427969182034 7290.6423176200178 446.22568617903676 -50298.659731558873 146939.17042410714
leaf_weight=2335229 1966665 94 1086 202 44 5445 289 791 247 509 46 20 24 2645 27 34 133 35 110 282 60 37 655 89 92 599 2200 368 86 21
leaf_count=2335229 1966665 94 1086 202 44 5445 289 791 247 509 46 20 24 2645 27 34 133 35 110 282 60 37 655 89 92 599 2200 368 86 21
internal_value=0 29.7526 3613.98 -453.378 -1031.29 307.13 22388.4 8769.74 10901.9 14046.2 -2543.04 46791.1 74221.2 -1548.17 6475.99 103168 -9135.02 -24895.4 28630 32029.8 9335.08 22907.2 40361.8 36607.5 46171.3 8683.72 11403.4 25932.2 5124.12 41059.4
internal_weight=0 2.3515e+06 16270 9095 9001 8799 682 7175 6384 5174 1210 124 104 8117 2672 80 212 168 1391 1281 344 284 937 470 381 3783 3274 988 2286 620
internal_count=4318164 2351499 16270 9095 9001 8799 682 7175 6384 5174 1210 124 104 8117 2672 80 212 168 1391 1281 344 284 937 470 381 3783 3274 988 2286 620
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=31
num_cat=0
split_feature=3 1 5 5 5 5 1 0 0 0 0 0 5 0 0 5 0 0 2 4 0 1 5 1 5 0 1 5 0 5
split_gain=4.52682e+11 1.9519e+12 6.12143e+12 1.37181e+13 1.32133e+13 6.27345e+12 1.11098e+13 2.24557e+13 5.97749e+12 5.36383e+12 5.9153e+12 8.09709e+12 5.24771e+12 6.78137e+12 4.89983e+12 6.61943e+12 8.36721e+12 4.67878e+12 8.42945e+12 4.703e+12 3.932e+12 3.85094e+12 3.80915e+12 1.71969e+13 1.19401e+13 7.5879e+12 8.80075e+12 1.17484e+13 1.06539e+13 1.70893e+13
threshold=2.5000000000000004 37.487839250000007 97.050000000000011 100.05000000000001 104.75000000000001 60.005000000000003 37.417247200000006 55.576287050000012 55.455204450000004 54.725565150000001 56.009576300000013 55.860536450000005 34.920000000000009 44.732363600000006 59.834458500000004 161.85000000000002 60.063729500000008 44.874285750000006 1.5000000000000002 4.5000000000000009 54.736324100000012 37.342273500000012 88.015000000000015 37.559851850000008 86.02500000000002 45.03656895000001 38.969379750000009 177.02500000000003 55.619594000000006 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -5 12 17 -8 -4 21 11 20 -1 -14 -12 16 -16 18 -7 -19 -11 -6 24 -24 -3 -25 27 28 29 -27
right_child=-2 22 3 4 9 6 7 -9 -10 10 14 -13 13 -15 15 -17 -18 19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=5524.4379694241734 -5.3089315376489878 0.876294199424275 -22151.274019775392 60508.606117691532 -37931.082216282892 16684.062025669642 13883.195990862165 135506.54564453126 -78318.743873426647 39070.197602539061 -44391.007927389706 78001.107241210935 42005.236021959463 -946.29656400308295 14485.195927019817 47898.734978693188 -55011.940950520839 7308.7979617930687 -60239.452478448278 -41488.08532226563 -16512.46173549107 9578.196821732954 -81359.021382649749 -4295.7424501372943 -22284.625517253957 -50089.925240384619 3962.4445533968556 72254.75739057493 -12306.628919396035 35994.42571925743
leaf_weight=1805 4205107 99047 40 31 76 28 63 20 36 20 34 20 37 5636 41 22 30 1587 29 20 35 22 24 951 241 26 2789 39 104 204
leaf_count=1805 4205107 99047 40 31 76 28 63 20 36 20 34 20 37 5636 41 22 30 1587 29 20 35 22 24 951 241 26 2789 39 104 204
internal_value=0 197.463 1559.02 -10443 -1645.84 2088.54 7483.85 43190 -48756.9 -8068.46 1245.06 23513.2 828.093 -666.161 -11905.4 -28.9573 -14879.8 5702.83 -22452.5 6701.49 3699.41 -27265.7 70.6615 3043.74 -53.2169 3536.25 5891.79 20317.9 14253.4 26263.2
internal_weight=0 113057 9632 407 331 9225 1747 83 76 300 202 75 7478 5673 127 93 71 1664 57 1607 55 98 103425 4137 99288 4113 3162 373 334 230
internal_count=4318164 113057 9632 407 331 9225 1747 83 76 300 202 75 7478 5673 127 93 71 1664 57 1607 55 98 103425 4137 99288 4113 3162 373 334 230
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 3 2 1 5 3 5 4 3 5 0 5 0 5 0 6 3 0 6 5 5 5 0 5 3 1
split_gain=4.34962e+11 1.97926e+12 5.00639e+12 7.30334e+12 7.78466e+12 6.70363e+12 6.22759e+12 7.83622e+12 6.59973e+12 5.71767e+12 5.70108e+12 1.01744e+13 1.02549e+13 7.385e+12 6.99541e+12 6.37937e+12 1.15178e+13 6.37663e+12 6.5515e+12 5.48268e+12 5.41053e+12 5.3148e+12 5.10674e+12 7.22458e+12 7.43162e+12 7.27365e+12 6.45553e+12 6.38004e+12 6.05386e+12 2.11656e+13
threshold=91.398302750000013 92.928903050000017 53.719078300000007 9.5000000000000018 86.810000000000016 11.500000000000002 8.5000000000000018 92.815157350000007 95.020000000000024 2.5000000000000004 36.715000000000011 1.5000000000000002 5.5000000000000009 86.02500000000002 56.028355650000009 44.205000000000005 55.993277250000013 40.605000000000011 55.946414150000003 1.5000000000000002 8.5000000000000018 56.009576300000013 1.5000000000000002 123.15000000000002 90.015000000000015 99.555000000000021 56.054485600000007 112.04500000000002 7.5000000000000009 92.896330950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 9 -2 22 8 -8 -4 -11 12 14 -13 -12 17 19 18 -14 -17 -20 -18 23 24 26 -26 -6 -27 29 -24
right_child=1 -3 3 -5 6 -7 7 -9 -10 10 11 13 15 -15 -16 16 21 -19 20 -21 -22 -23 28 -25 25 27 -28 -29 -30 -31
leaf_value=-5.8523426623651273 -2068.4906343721777 -132.89793489364101 -10595.435553637899 -43.369011681042537 -60455.154934692386 -56173.741376528531 49980.75250651042 72161.78078125001 -20911.115167025862 -1117.8888746227017 25393.472621821958 2086.9489142633247 20504.183880312583 -53437.278255208337 -12266.048785955256 -18485.215651200459 74528.113933341738 -8911.5938848525457 31765.856474609376 13788.482377863254 -2871.1998378587809 28271.901181250003 13014.834388758043 -54800.344742187503 27854.235025460381 -20311.932316361352 3064.1816467285157 42324.787109375 19975.403509223092 -42475.626246903586
leaf_weight=4176165 5255 85159 361 30912 32 23 24 35 29 4247 478 12613 242 24 55 82 31 382 50 147 460 125 425 25 112 87 32 20 450 82
leaf_count=4176165 5255 85159 361 30912 32 23 24 35 29 4247 478 12613 242 24 55 82 31 382 50 147 460 125 425 25 112 87 32 20 450 82
internal_value=0 172.116 629.096 929.361 2385.49 -2304.27 9718.05 35440.7 11190.9 1871.37 2109.04 3042.03 9573.22 1981.5 21507.4 5385.65 16507.7 1609.63 6954.19 2231.96 524.59 37463.8 7928.65 -3271.06 1280.99 10041.2 -28695.5 -8604.13 11533.2 4040.05
internal_weight=0 141999 56840 51562 20650 5278 1353 88 53 19297 18936 14689 2052 12637 533 1519 385 1134 752 229 510 156 1265 308 283 219 64 107 957 507
internal_count=4318164 141999 56840 51562 20650 5278 1353 88 53 19297 18936 14689 2052 12637 533 1519 385 1134 752 229 510 156 1265 308 283 219 64 107 957 507
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=31
num_cat=0
split_feature=1 3 0 3 6 0 0 5 5 3 2 1 5 5 4 5 0 5 5 5 3 4 2 0 0 3 5 5 6 5
split_gain=4.4098e+11 2.29192e+12 5.20438e+12 2.70277e+12 7.46363e+12 9.60537e+12 1.04658e+13 5.45821e+12 3.58868e+12 5.2138e+12 6.25264e+12 4.79094e+12 3.35319e+12 6.60024e+12 3.29188e+12 3.25049e+12 2.62677e+12 2.65378e+12 5.13617e+12 5.81559e+12 1.106e+13 5.07286e+12 2.91299e+12 4.35663e+12 2.73925e+12 2.46165e+12 1.01678e+13 1.48567e+13 1.06778e+13 8.75704e+12
threshold=113.46563545000002 2.5000000000000004 63.563300600000012 3.5000000000000004 1.5000000000000002 50.565831500000009 48.713222300000005 53.995000000000012 142.05000000000004 9.5000000000000018 5.5000000000000009 114.17164950000002 68.52500000000002 86.02500000000002 1.5000000000000002 137.05000000000004 48.713222300000005 82.00500000000001 68.00500000000001 72.705000000000013 1.5000000000000002 3.5000000000000004 1.5000000000000002 60.063729500000008 60.693675950000006 9.5000000000000018 94.040000000000006 92.035000000000011 1.5000000000000002 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 -3 6 -6 14 15 10 11 -10 -7 -14 -8 25 -2 18 -18 22 -21 24 23 -20 -19 26 27 -5 -28 -30
right_child=1 2 -4 8 5 12 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 21 19 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-2.605470528545951 -29918.296004464286 -23587.176528252498 -37347.836208767367 861.48645448421235 -10366.621442945077 385.21693032836919 59597.46847022805 101833.58664062501 10016.882413456358 26935.035081129809 -55816.234004407052 -34330.887676711311 37814.440990179362 -15765.959524356618 10750.682386363638 34089.255280172416 -3076.3166404493186 -21101.537493631113 46167.050972656252 52660.879938616068 -20730.8067674513 8363.6368546195645 56243.76797433036 -15616.769959077383 -64689.275223214288 -1352.8276217147154 -38180.705231785127 -44965.167681970735 43486.616492638219 11374.942654952838
leaf_weight=4289649 35 72 36 19583 33 400 37 20 58 26 39 42 71 34 22 29 1817 46 25 28 77 46 35 21 21 5187 37 71 104 463
leaf_count=4289649 35 72 36 19583 33 400 37 20 58 26 39 42 71 34 22 29 1817 46 25 28 77 46 35 21 21 5187 37 71 104 463
internal_value=0 391.953 648.034 699.989 6880.68 10436.1 36930.3 56687.3 533.894 -14166.3 -21854.3 -8609.18 4560.14 20464.6 41383.4 629.11 -2746.74 -2297.3 -1456.16 14370.9 -1159.69 -17207.2 34503.2 17961.4 -34763.4 590.975 1088.68 695.938 13868.4 17264.9
internal_weight=0 28515 26364 26328 689 617 112 79 25639 165 139 100 505 105 59 25474 2151 2116 2003 186 105 113 81 46 67 25445 20258 19654 604 567
internal_count=4318164 28515 26364 26328 689 617 112 79 25639 165 139 100 505 105 59 25474 2151 2116 2003 186 105 113 81 46 67 25445 20258 19654 604 567
is_linear=0
shrinkage=0.1


Tree=3442
num_leaves=31
num_cat=0
split_feature=5 6 1 1 0 1 5 1 3 0 5 3 0 2 5 2 5 0 3 1 1 0 5 0 0 2 1 0 5 1
split_gain=4.42812e+11 7.33836e+12 2.21221e+13 2.90085e+13 4.56244e+13 3.37643e+13 5.80281e+13 5.94675e+13 4.96951e+13 2.72815e+13 2.67987e+13 2.86265e+13 3.06958e+13 3.68443e+13 2.65963e+13 6.09984e+13 2.46939e+13 2.9424e+13 3.59273e+13 2.26111e+13 2.19964e+13 9.60574e+13 5.93321e+13 4.28978e+13 7.28703e+13 4.24379e+13 3.46798e+13 4.1075e+13 3.44681e+13 4.60769e+13
threshold=64.020000000000024 1.5000000000000002 37.914142000000005 39.863684800000009 43.592450450000008 39.726951800000002 66.990000000000023 39.767857750000005 22.500000000000004 57.60800230000001 77.00500000000001 11.500000000000002 57.641335050000002 7.5000000000000009 91.050000000000011 6.5000000000000009 85.020000000000024 43.642715500000008 6.5000000000000009 39.694727950000008 37.692869000000009 55.993277250000013 70.50500000000001 55.619594000000006 55.591389050000011 5.5000000000000009 37.855187800000003 55.535913550000011 93.00500000000001 37.726745000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 4 5 8 -7 -8 14 16 -11 12 13 -12 -4 -16 19 18 -18 -6 -2 23 -23 24 26 -25 27 -22 29 -26
right_child=1 -3 3 -5 9 6 7 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 25 28 -27 -28 -29 -30 -31
leaf_value=16.977869010517068 -173.87327576714358 -246.17752022535021 16920.260565071818 439.68858055743249 5636.2117855496026 -66519.175937500011 130111.83407670456 -46697.52154063349 136557.30689655172 3050.8751704861929 122054.75601973686 9041.7560922922185 29872.928706691579 -24312.180952380953 -186613.75013586957 33172.97494419643 -37866.733314732141 -3096.690831173431 99685.178542108057 -2792.5603437041027 1968.3059074091718 146721.64478693181 31104.584334876025 1965.061897240083 4177.0604911110622 -11092.353247850973 37868.067304635559 -27283.011453113613 -36318.049745244571 56385.248977310504
leaf_weight=3370694 90740 655413 161 152150 20198 25 110 23 29 533 95 242 184 21 23 28 28 7070 59 3778 1599 55 230 3355 264 9644 188 686 69 470
leaf_count=3370694 90740 655413 161 152150 20198 25 110 23 29 533 95 242 184 21 23 28 28 7070 59 3778 1599 55 230 3355 264 9644 188 686 69 470
internal_value=0 -60.4 356.508 1019.76 3726.48 37334.2 73261.3 99535.8 13780.3 3310.14 18972.5 34629.8 55270.9 95557.3 -3014.67 -65946.5 2769.33 -2385.42 55415.6 4308.05 -785.528 -4137.07 53416.6 -5144.92 5081.88 -7722.28 -3416.75 -6813.49 31255.1 37607.4
internal_weight=0 947470 292057 184757 32607 399 158 133 241 32208 1075 542 300 116 212 51 31133 7157 87 23976 107300 16560 285 16275 3276 12999 2473 2285 803 734
internal_count=4318164 947470 292057 184757 32607 399 158 133 241 32208 1075 542 300 116 212 51 31133 7157 87 23976 107300 16560 285 16275 3276 12999 2473 2285 803 734
is_linear=0
shrinkage=0.1


Tree=3443
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 5 6 0 0 0 0 1 0 1 0 0 3 3 1 0 3 0 0 0 1 3 3 3 3 1
split_gain=5.03634e+11 8.40336e+12 1.03091e+13 5.85544e+13 2.85079e+13 2.8493e+13 3.25802e+13 1.9049e+14 6.56834e+13 4.79819e+13 5.51392e+13 7.32522e+13 6.20298e+13 8.18291e+13 1.54963e+14 3.21667e+14 2.44517e+14 1.0438e+14 1.01484e+14 1.9873e+14 1.19336e+14 8.55125e+13 8.26145e+13 8.15039e+13 1.6044e+14 7.49645e+13 6.94275e+13 8.21559e+13 6.23507e+13 5.89931e+13
threshold=37.889331900000009 44.678200800000006 37.712318250000003 56.028355650000009 92.035000000000011 39.505000000000003 1.5000000000000002 55.993277250000013 56.009576300000013 55.946414150000003 55.793358600000012 37.777459000000007 55.619594000000006 37.752451500000006 55.664473600000008 55.719391050000006 15.500000000000002 17.500000000000004 37.767735350000002 55.674875350000008 22.500000000000004 55.674875350000008 55.695992150000002 55.762622900000004 37.726745000000001 16.500000000000004 15.500000000000002 16.500000000000004 8.5000000000000018 37.869926150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 9 -9 10 12 -12 26 14 -14 16 -16 21 19 -15 -21 -18 -23 25 -25 -17 -7 -28 -20 -29
right_child=-2 2 3 4 -6 6 -8 8 -10 -11 11 -13 13 18 15 23 17 -19 28 20 -22 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-3024.6632982822812 -20.238916473751793 -43.649738136496843 -998.57967744245855 -18438.60193718132 -130780.93240489131 -10718.169976043311 3088.3724156047388 99806.217579976306 31025.588888113842 -20739.429874394533 12976.665568519053 -15268.265600857449 6251.412131759801 118966.37256573932 119436.88217773438 56827.520462958018 -69636.696340288079 -41586.997004404373 -151948.69589843749 30303.733397729848 -97672.355642361115 -279965.09753146704 -115407.55894433593 -150330.96903279622 -11063.437195273307 890.05586886007757 33086.027839756447 5334.658147946745 -2577.9221610215541 -125065.86488839285
leaf_weight=8776 3195792 951531 49789 1261 23 1959 74147 211 406 1250 5015 1124 2328 205 76 288 611 992 28 276 99 36 200 96 598 1425 1306 3956 14325 35
leaf_count=8776 3195792 951531 49789 1261 23 1959 74147 211 406 1250 5015 1124 2328 205 76 288 611 992 28 276 99 36 200 96 598 1425 1306 3956 14325 35
internal_value=0 57.6274 81.9182 819.164 -20451 989.028 1880.63 -549.826 54547 -1488.18 -800.205 7805.25 -2632.06 -5321.14 -14548.1 -25751.6 -56337 -63601.2 -1212.14 39797.2 -3481.95 -89384 -140510 -1417.97 -30328.1 10294.6 5366.6 11315.3 -2869.32 4191.08
internal_weight=0 1.12237e+06 1.1136e+06 162065 1284 160781 110992 36845 617 36228 34978 6139 28839 21583 6650 4322 1915 1839 14933 580 375 847 236 2407 694 1713 7256 5297 14353 3991
internal_count=4318164 1122372 1113596 162065 1284 160781 110992 36845 617 36228 34978 6139 28839 21583 6650 4322 1915 1839 14933 580 375 847 236 2407 694 1713 7256 5297 14353 3991
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 1 1 0 1 5 0 0 1 1 5 0 1 1 5 4 3 0 1 0 0 5 0 0 5
split_gain=4.47464e+11 5.02817e+12 1.13171e+13 9.01171e+12 1.51099e+13 1.14558e+13 8.67836e+12 1.7885e+13 1.95312e+13 1.73433e+13 1.8273e+13 1.73402e+13 2.47796e+13 3.29727e+13 2.50174e+13 2.0004e+13 1.72343e+13 2.13487e+13 1.71433e+13 1.69975e+13 1.64432e+13 1.65191e+13 5.99942e+13 1.5483e+13 2.10796e+13 3.28839e+13 6.82155e+13 1.8336e+13 3.16208e+13 4.69111e+13
threshold=3.5000000000000004 49.505000000000003 44.005000000000003 50.227799100000006 50.388877400000005 53.310923100000004 42.09605220000001 49.111504200000006 56.758269450000007 37.971176850000006 54.035000000000004 55.68356880000001 57.814144100000007 39.925119750000007 39.787929450000007 161.85000000000002 55.628356700000005 38.058342000000003 39.969502550000009 74.610000000000014 4.5000000000000009 2.5000000000000004 56.301440000000007 50.388877400000005 53.242949050000007 53.340367100000002 87.395000000000024 55.784980300000008 55.812836050000008 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 9 8 20 10 -3 16 15 14 -14 -13 -11 -18 -17 -19 -8 -22 -23 24 -9 26 -26 -27 29 -29
right_child=-2 6 3 4 -6 -7 7 23 -10 11 -12 12 13 -15 -16 18 17 19 -20 -21 21 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=73.538324251537517 -7.8797032528519644 -9340.2838284218142 892.75647043879962 -1420.0886856673601 3489.826985187583 24775.717913108649 -4876.1508127884708 -9882.4656779635934 -31074.404733276369 884.13128930281766 -539.27925333846679 9216.0222515857859 -6639.6739851844504 -52274.405234487436 63455.572394670759 -62534.946727807976 -5060.0030195932541 -41804.449440599528 38840.317116477272 -152230.26828125 -2764.0133135034407 112259.73305821573 -54643.053929924245 -1092.7378623378288 22272.54781618571 -3727.3668273483499 182152.32449776787 20912.934675833061 -1572.4053571810107 137880.90355902779
leaf_weight=120191 4074053 2920 17376 231 9933 602 10030 773 280 24451 12281 5948 561 152 56 69 126 46 22 20 109 62 33 34110 569 1518 28 721 857 36
leaf_count=120191 4074053 2920 17376 231 9933 602 10030 773 280 24451 12281 5948 561 152 56 69 126 46 22 20 109 62 33 34110 569 1518 28 721 857 36
internal_value=0 131.507 496.198 2301.33 4574.72 17511.3 -433.296 -1360.91 -5017.41 543.506 -2229.89 1883.95 6351.27 -10555.3 -277.707 8504.14 649.788 -29193.6 -38026.6 -75266.8 -4304.49 23802 54283 -365.245 5146.7 8262.16 29771.1 4162.27 11582.6 26475.5
internal_weight=0 244111 148333 28142 10766 833 95778 49126 10514 46652 15201 31451 6808 769 617 6039 24643 192 91 66 10234 204 95 38612 4502 3729 597 3132 1614 757
internal_count=4318164 244111 148333 28142 10766 833 95778 49126 10514 46652 15201 31451 6808 769 617 6039 24643 192 91 66 10234 204 95 38612 4502 3729 597 3132 1614 757
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=31
num_cat=0
split_feature=3 4 5 0 0 1 1 5 1 0 5 5 5 3 1 2 5 2 0 1 5 1 5 0 5 1 1 0 1 5
split_gain=4.80914e+11 1.8236e+12 5.91819e+12 5.11593e+12 1.03334e+13 5.32245e+12 8.17839e+12 5.54227e+12 5.1032e+12 7.93113e+12 5.12565e+12 4.99543e+12 4.35397e+12 1.31836e+13 7.49462e+12 1.15742e+13 5.09379e+12 3.71083e+12 3.69369e+12 1.91567e+13 4.36655e+12 5.55104e+12 4.73489e+12 6.98848e+12 6.20722e+12 7.75422e+12 4.83178e+12 1.68846e+13 3.84875e+12 3.49006e+12
threshold=2.5000000000000004 1.5000000000000002 75.750000000000014 55.755036050000008 54.934662400000008 47.554129950000011 39.767857750000005 99.555000000000021 37.777459000000007 44.732363600000006 70.50500000000001 110.05000000000001 46.810000000000009 1.5000000000000002 37.457850350000008 1.5000000000000002 43.605000000000011 1.5000000000000002 43.592450450000008 39.726951800000002 38.610000000000007 37.914142000000005 63.455000000000005 54.648549400000007 52.990000000000002 49.323301500000007 38.151577750000008 55.784980300000008 38.422276900000007 37.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -4 -7 9 17 18 -5 16 -14 15 -15 29 -1 19 -10 -20 -22 24 -24 26 -26 27 -23 -28 -11
right_child=-2 -3 3 11 -6 7 -8 -9 10 12 -12 -13 13 14 -16 -17 -18 -19 20 -21 21 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=14192.608463062961 -5.4719794577413623 433.19276716991527 32612.840915178575 58902.015498490771 -59723.010835193447 10807.404190726904 -37333.050543212892 82785.316835937498 72144.614936755956 3812.1571372363464 -46339.128585937506 5982.5813248697923 -90462.4873046875 22103.564040798614 44647.236876502408 -58084.240190972225 27851.217363371674 50733.68094248671 -693.38679448442758 1493.4032916739818 -52598.663525390628 -12639.497385926179 -41465.377597656254 22235.690677372102 -38727.136570739749 3418.0125013950892 -27318.856070523652 70368.758475534545 -4191.3600466521657 -7295.5542840670068
leaf_weight=68 4205107 85197 35 44 21 23 32 20 42 2182 25 30 20 36 26 36 81 47 21183 445 24 69 20 124 116 70 74 38 2604 325
leaf_count=68 4205107 85197 35 44 21 23 32 20 42 2182 25 30 20 36 26 36 81 47 21183 445 24 69 20 124 116 70 74 38 2604 325
internal_value=0 203.528 -498.797 16429.5 4556.38 16827.9 -794.152 44285.5 -624.282 3406.19 -1082.12 37448.2 2313.12 -16472.3 -1372.21 -17990.3 3169.64 29126.8 -1036.52 7586.53 -1209.18 -4689.88 -4320.76 13388.3 -5179.1 -22866.1 -3997.85 16840.1 -4830.43 2372.19
internal_weight=0 113057 27860 205 131 110 67 43 27655 2821 24834 74 2706 118 98 72 2588 115 24809 487 24322 3139 3115 144 2971 186 2785 107 2678 2507
internal_count=4318164 113057 27860 205 131 110 67 43 27655 2821 24834 74 2706 118 98 72 2588 115 24809 487 24322 3139 3115 144 2971 186 2785 107 2678 2507
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=31
num_cat=0
split_feature=0 4 5 5 5 2 5 3 1 6 2 3 1 5 0 2 3 1 5 5 5 1 6 1 1 5 5 2 0 2
split_gain=4.72118e+11 1.11602e+13 1.79534e+13 1.50412e+13 2.95396e+13 1.36421e+13 2.16378e+13 1.1603e+13 1.10551e+13 3.0698e+13 2.04446e+13 3.323e+13 1.01827e+13 1.08129e+13 1.86921e+13 1.25552e+13 9.98698e+12 1.17493e+13 1.96812e+13 2.3812e+13 1.74219e+13 1.18178e+13 1.77737e+13 1.16717e+13 9.9664e+12 9.70969e+12 9.89318e+12 1.15456e+13 2.10903e+13 9.56931e+12
threshold=60.042666650000008 1.5000000000000002 50.805000000000007 132.05000000000004 94.040000000000006 1.5000000000000002 76.730000000000018 24.500000000000004 30.332994000000003 1.5000000000000002 3.5000000000000004 16.500000000000004 30.259484550000003 68.52500000000002 60.052595500000002 14.500000000000002 25.500000000000004 30.278357500000002 80.00500000000001 90.015000000000015 79.010000000000005 30.332994000000003 1.5000000000000002 30.323743050000001 30.434657650000002 55.005000000000003 60.310000000000009 17.500000000000004 60.063729500000008 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 29 9 -7 -11 -12 -9 14 24 16 17 18 20 -20 -15 -19 -23 -18 -14 -16 -27 -28 -29 -3
right_child=1 7 3 -5 -6 6 -8 12 -10 10 11 -13 13 15 25 -17 23 21 19 -21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-5.2169689715344623 -753.00066271722062 637.43964833599944 -61104.822041495907 48759.166785386034 -139138.36812500001 -112684.77211556784 79583.300093750004 -13300.044945025364 -7708.0953300036854 64270.175405092596 -110179.68290178571 17397.406150350766 18535.4718802961 -16061.308680555558 12032.78497576719 -5507.7389867291495 -75889.733281249995 48806.215374599356 48474.342768158785 -55924.483363785286 -124645.87563920455 21208.850252535674 -24743.05013415404 1346.199862213643 73496.167270795035 -8627.3537200103765 -2446.6146749575278 95038.926152343745 10036.779756221065 -37754.468019831736
leaf_weight=4213281 42274 55072 61 34 20 41 25 291 469 27 35 49 1115 45 889 1371 20 117 74 31 22 562 99 901 34 750 242 40 108 65
leaf_count=4213281 42274 55072 61 34 20 41 25 291 469 27 35 49 1115 45 889 1371 20 117 74 31 22 562 99 901 34 750 242 40 108 65
internal_value=0 209.572 -1027.04 -16250.3 -19290.6 -15900.3 -11631.8 1070.03 -15303.9 -38740.8 -11428.1 -35759.7 4996.02 5825.33 9970.42 1762.07 7089.12 14282.8 -9369.34 17651.8 -51715.9 19511.7 14326.5 -331.019 20161.8 4199.15 -1909.71 11008.8 33010.3 592.18
internal_weight=0 104883 43035 761 727 707 646 61848 621 152 111 84 6711 6420 3178 3242 1871 950 172 105 67 778 661 921 1149 2029 1140 390 148 55137
internal_count=4318164 104883 43035 761 727 707 646 61848 621 152 111 84 6711 6420 3178 3242 1871 950 172 105 67 778 661 921 1149 2029 1140 390 148 55137
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=31
num_cat=0
split_feature=5 1 1 4 1 0 0 0 2 5 1 0 2 5 3 5 0 0 5 0 1 6 3 3 0 2 5 5 6 4
split_gain=4.99072e+11 3.68283e+12 1.62516e+13 1.77477e+13 1.15705e+13 1.07288e+13 2.23113e+13 1.61496e+13 3.75341e+13 1.3223e+13 1.18489e+13 1.65268e+13 1.12969e+13 1.24135e+13 1.24585e+13 1.30794e+13 1.03123e+13 9.71067e+12 9.97498e+12 8.09658e+12 8.09142e+12 1.40527e+13 1.00105e+13 8.16524e+12 7.86046e+12 7.70527e+12 8.49727e+12 1.58758e+13 9.51968e+12 1.1051e+13
threshold=42.005000000000003 61.463701450000009 82.957885500000017 4.5000000000000009 82.945329900000004 55.078308950000007 55.043101600000007 55.02863030000001 6.5000000000000009 27.010000000000002 82.95335685000002 55.055104550000003 5.5000000000000009 38.610000000000007 23.500000000000004 39.805000000000007 54.947737500000009 55.099723300000008 36.995000000000012 55.034903650000011 61.310823700000007 1.5000000000000002 12.500000000000002 19.500000000000004 55.141517900000004 1.5000000000000002 31.010000000000002 32.910000000000004 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 4 25 6 7 12 19 -10 11 -8 13 -6 15 -15 -14 18 -7 -9 -1 22 24 -23 -22 -3 -27 28 -28 -30
right_child=-2 2 -4 -5 5 17 10 8 9 -11 -12 -13 16 14 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-14.076775846471183 -26.094100829441359 3060.1759871787181 -118.71370556459456 -81446.889242788471 6187.7945745822653 1811.6756072662688 34115.778778961416 -13495.612447265627 -31902.275338235297 7.6661553204378343 48037.998894321521 -1012.0507020379506 5245.6380410894653 -10544.327364835612 -32533.339486315359 10555.155561370535 15646.712436428563 165.60110734352239 -42851.481383727485 31141.035529211367 -801.31690655437467 -758.15333083354437 -483.14556560007986 -20264.591931841453 -16373.467882461122 -491.65130042599276 13075.440554067949 769.34158847341234 -9390.9672902193943 5129.604911532504
leaf_weight=1120553 2717292 14816 314325 26 2491 91 262 50 425 187 149 274 2288 750 153 483 1634 2231 111 217 419 19337 1013 217 1432 42355 1360 66389 572 6262
leaf_count=1120553 2717292 14816 314325 26 2491 91 262 50 425 187 149 274 2288 750 153 483 1634 2231 111 217 419 19337 1013 217 1432 42355 1360 66389 572 6262
internal_value=0 44.2917 283.924 1165.4 1180.36 4180.83 5718.18 4346.7 -8503.08 -22152 23093 16158.6 5794.95 1967.01 -5618.84 -2279.08 9578.98 -1735.39 -22731 22782.1 -51.7105 -1932.81 -8474.85 -974.626 -12848.5 911.73 639.522 1281.91 5434.78 3914.25
internal_weight=0 1.60087e+06 457901 143576 143550 11796 9363 8678 879 612 685 536 7799 3877 1386 1233 3922 2433 202 267 1.14297e+06 22418 2864 19554 1851 131754 116938 74583 8194 6834
internal_count=4318164 1600872 457901 143576 143550 11796 9363 8678 879 612 685 536 7799 3877 1386 1233 3922 2433 202 267 1142971 22418 2864 19554 1851 131754 116938 74583 8194 6834
is_linear=0
shrinkage=0.1


Tree=3448
num_leaves=31
num_cat=0
split_feature=1 1 5 3 0 0 0 3 0 5 6 0 5 6 0 0 0 0 5 4 0 5 5 5 0 6 2 5 3 3
split_gain=4.69469e+11 7.90819e+12 5.56946e+13 4.98485e+13 4.05587e+13 7.31879e+13 4.21884e+13 5.66218e+13 4.65312e+13 3.34017e+13 4.68732e+13 3.31754e+13 3.05957e+13 2.67649e+13 2.50601e+13 2.17319e+13 4.57632e+13 2.75552e+13 2.8166e+13 1.84436e+13 3.28682e+13 2.9308e+13 5.11787e+13 3.02069e+13 2.84738e+13 2.41474e+13 1.9311e+13 1.82938e+13 1.63751e+13 1.60277e+13
threshold=37.889331900000009 37.914142000000005 66.50500000000001 22.500000000000004 55.674875350000008 55.455204450000004 55.946414150000003 9.5000000000000018 55.701368300000006 64.020000000000024 1.5000000000000002 55.701368300000006 57.005000000000003 1.5000000000000002 55.975961550000008 55.755036050000008 55.784980300000008 55.708120100000009 35.305000000000007 1.0000000180025095e-35 55.695992150000002 38.455000000000005 36.515000000000008 45.305000000000007 55.68356880000001 1.5000000000000002 1.5000000000000002 50.805000000000007 16.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 27 8 -8 9 19 -11 -5 13 -10 -9 17 -17 18 -15 20 -6 22 -21 -23 -25 -24 -26 -2 -29 -7
right_child=1 -3 3 11 6 29 7 14 12 10 -12 -13 -14 15 -16 16 -18 -19 -20 21 -22 23 25 24 26 -27 -28 28 -30 -31
leaf_value=55.638417182513706 12848.588054662807 -8.4612623143038395 -6751.7503928449096 -45037.507601970268 -61.747910670230262 -14658.027797637229 13153.925798587523 -28961.446360896778 28083.354621235096 121480.76958629262 932.9713613656852 6231.6732290414666 47849.801832602301 29002.820615399898 -5385.3268414341455 -55940.668252144606 23629.654696142938 28944.832129606017 -33077.231152693435 9173.7538289207987 111928.44801269533 19589.078644896359 -57141.078414886986 42091.049373444417 58483.136057692318 2585.6439610272992 -13166.782404508771 -5299.665125762258 69246.927382812501 -35535.44236936338
leaf_weight=1122372 1048 3180018 2469 661 76 729 1104 789 950 55 78 156 351 118 1052 153 137 471 192 339 40 773 305 113 39 87 1060 1657 30 742
leaf_count=1122372 1048 3180018 2469 661 76 729 1104 789 950 55 78 156 351 118 1052 153 137 471 192 339 40 773 305 113 39 87 1060 1657 30 742
internal_value=0 -19.5404 -2253.08 -13836.8 794.978 -7202.05 4856.25 -4751.79 10158 1806.47 50783.6 -35248 20597.5 15864.4 -15489.4 5026.01 -18350.6 13706.2 -9446.76 -493.655 38555.6 -2161.44 -19279.3 4142.42 -5709.29 -43885.4 -10624.2 2472.1 -3974 -25189
internal_weight=0 3.19579e+06 15774 3286 12488 4206 8282 2945 5337 2965 133 817 2372 2021 1841 1071 290 781 310 2832 116 2716 731 1985 1212 392 1099 2735 1687 1471
internal_count=4318164 3195792 15774 3286 12488 4206 8282 2945 5337 2965 133 817 2372 2021 1841 1071 290 781 310 2832 116 2716 731 1985 1212 392 1099 2735 1687 1471
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=31
num_cat=0
split_feature=5 2 3 3 6 1 1 0 1 4 5 1 0 5 1 3 0 1 4 5 1 5 6 1 5 2 0 1 0 1
split_gain=4.83676e+11 5.3516e+12 1.75518e+13 1.44658e+13 2.36105e+13 4.07262e+13 3.67514e+13 3.39763e+13 2.778e+13 2.6093e+13 1.76279e+13 2.53585e+13 2.81295e+13 2.38736e+13 1.43988e+13 1.43127e+13 1.97831e+13 2.19909e+13 4.42033e+13 8.53101e+13 3.24783e+13 3.20283e+13 3.05846e+13 1.88351e+13 1.79381e+13 1.42918e+13 1.42408e+13 2.16196e+13 1.33397e+13 2.87869e+13
threshold=81.910000000000011 2.5000000000000004 8.5000000000000018 24.500000000000004 1.5000000000000002 39.188277450000008 44.005491150000005 55.645049100000001 30.259484550000003 3.5000000000000004 97.050000000000011 30.410108300000001 55.820531900000013 104.75000000000001 30.259484550000003 4.5000000000000009 59.990816400000007 30.578016350000002 3.5000000000000004 105.35000000000001 30.102666750000001 101.05000000000001 1.5000000000000002 30.102666750000001 88.015000000000015 3.5000000000000004 55.708120100000009 30.410108300000001 60.017447350000005 50.388877400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 28 8 7 -7 -6 -5 -8 11 14 -13 -12 -9 16 -3 18 21 -20 -21 22 -18 -24 -25 -23 -10 -28 -4 -30
right_child=1 15 3 4 5 6 9 10 26 -11 13 12 -14 -15 -16 -17 17 -19 19 20 -22 25 23 24 -26 -27 27 -29 29 -31
leaf_value=-10.430105074029953 1054.772790942684 -4360.2183542526764 -2056.078529935608 105603.45772321429 -122744.78699324325 127215.30612630209 -7081.7516081574686 -19622.445515046296 29407.112176007853 109343.41225142046 -119312.21134236653 21880.063926235467 -88426.93072656251 -10056.455625000001 70387.926442307697 425.56168457634743 6038.7084051724141 -8040.9395451472365 -175182.3785456731 -18872.192335304055 128671.76128125 46896.583300781254 80693.806683084244 109355.33742559525 241684.391328125 -46254.586997767859 39824.645413494931 -10087.94618733724 -30212.113314330527 14440.987573474704
leaf_weight=3935898 34610 9732 41840 35 37 30 154 27 362 22 36 43 50 45 52 293586 29 208 26 37 25 40 46 21 20 28 117 336 462 210
leaf_count=3935898 34610 9732 41840 35 37 30 154 27 362 22 36 43 50 45 52 293586 29 208 26 37 25 40 46 21 20 28 117 336 462 210
internal_value=0 107.391 -628.825 -1957.42 8249.17 -9088.81 24909.8 -33239.6 18366.4 7471.39 -20149.9 -2035.68 -37424.8 -58614.6 39624.9 297.548 -3382.73 16435.8 35153.3 -23138.9 40621.3 63032.2 94975.8 124621 173906 8540.22 14620 2803.39 -2280.57 -16258
internal_weight=0 382266 78468 43858 1346 496 206 290 850 176 253 172 93 81 79 303798 10212 480 272 88 62 184 116 87 41 68 815 453 42512 672
internal_count=4318164 382266 78468 43858 1346 496 206 290 850 176 253 172 93 81 79 303798 10212 480 272 88 62 184 116 87 41 68 815 453 42512 672
is_linear=0
shrinkage=0.1


Tree=3450
num_leaves=31
num_cat=0
split_feature=3 5 1 3 0 6 5 3 1 1 0 1 0 5 3 0 0 2 1 4 5 2 0 2 3 4 2 5 2 1
split_gain=4.47578e+11 3.7072e+12 1.04406e+13 3.116e+13 1.12565e+13 1.02401e+13 3.47117e+13 1.46988e+13 4.17903e+13 1.411e+13 1.54036e+13 2.02515e+13 1.38196e+13 1.37194e+13 1.14738e+13 2.14923e+13 1.17743e+13 1.11132e+13 1.0773e+13 1.04265e+13 2.54848e+13 1.08669e+13 9.92874e+12 4.51578e+13 3.08402e+13 4.81684e+13 2.46068e+13 3.6443e+13 1.93144e+13 1.74875e+13
threshold=10.500000000000002 39.355000000000011 30.160599000000001 15.500000000000002 59.834458500000004 1.5000000000000002 38.905000000000008 11.500000000000002 30.346469350000003 30.226173900000003 59.990816400000007 30.332994000000003 59.950068600000009 34.305000000000007 11.500000000000002 55.842510000000011 44.580511600000001 2.5000000000000004 92.928903050000017 1.0000000180025095e-35 27.010000000000002 2.5000000000000004 43.592450450000008 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 8.5000000000000018 34.920000000000009 5.5000000000000009 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 22 8 9 -7 11 12 -11 -13 15 -8 -16 -17 19 20 21 -9 23 -4 25 28 -27 -28 -25 -30
right_child=1 -3 5 -5 -6 7 14 18 -10 10 -12 13 -14 -15 16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=25.065461846664004 455.69983598963046 -134.0448729619346 85596.795011504379 3646.8117451096173 -15060.19865458295 2466.6268541669847 7875.3046292646222 -1748.5961968641323 3628.3754404467527 -16190.491179741754 89928.89558854168 114943.08965773811 54452.282335069453 22513.687620192308 -39573.240125774522 -103336.43880208334 5589.4276781247563 -29360.683454108963 -10363.245215269897 1010.6700079476312 -4035.2007994288006 2516.7141784873265 -584.981136126357 -106203.95395833334 -19474.116234904966 23335.64584667969 25940.895094896401 155597.81960746952 54134.435501802887 -52880.898817567562
leaf_weight=2688514 599 1182880 73 2596 2131 75 218 8943 3337 72 75 42 45 26 58 24 12235 132 888 176410 15071 17987 205025 30 328 200 46 41 26 37
leaf_count=2688514 599 1182880 73 2596 2131 75 218 8943 3337 72 75 42 45 26 58 24 12235 132 888 176410 15071 17987 205025 30 328 200 46 41 26 37
internal_value=0 -41.3517 204.065 -4197 -11655.8 257.164 -229.399 733.911 7008.48 40678.4 51701 36203.3 10979.8 79602.4 4851.39 -12403.4 5376.34 -40741.6 628.848 673.539 -742.46 1100.28 -542.112 10711.6 2990.39 22380.8 42647.8 87043.6 -40163.6 -8715.84
internal_weight=0 1.62965e+06 446770 5326 2730 441444 218473 222971 3672 335 260 185 117 68 12667 374 12293 156 219299 218411 42001 26930 205806 781 708 380 287 87 93 63
internal_count=4318164 1629650 446770 5326 2730 441444 218473 222971 3672 335 260 185 117 68 12667 374 12293 156 219299 218411 42001 26930 205806 781 708 380 287 87 93 63
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=31
num_cat=0
split_feature=4 1 2 6 5 1 0 1 5 0 0 5 0 5 1 3 5 5 3 1 1 1 1 5 1 1 2 0 3 2
split_gain=5.45876e+11 5.19601e+12 6.54227e+12 8.68146e+12 1.45089e+13 1.4751e+13 2.08151e+13 1.52583e+13 1.236e+13 9.44375e+12 1.9784e+13 2.53987e+13 2.13948e+13 2.13105e+13 1.01553e+13 1.34629e+13 1.18548e+13 9.18681e+12 1.06001e+13 1.14504e+13 1.68363e+13 9.60205e+12 9.0213e+12 8.9662e+12 8.93336e+12 1.54443e+13 8.66687e+12 1.40691e+13 2.22125e+13 8.39567e+12
threshold=1.0000000180025095e-35 39.110397700000007 2.5000000000000004 1.5000000000000002 20.010000000000002 37.362912300000012 55.591389050000011 38.096381250000007 71.00500000000001 55.86787755000001 55.769960200000007 23.035000000000004 55.755036050000008 27.010000000000002 37.712318250000003 5.5000000000000009 30.405000000000005 28.810000000000006 14.500000000000002 37.66934650000001 37.516458750000005 37.869926150000005 37.475443250000005 44.410000000000004 37.597123000000003 37.642309100000013 1.5000000000000002 55.751981950000008 6.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 29 8 9 10 12 -12 22 24 16 -16 -13 -11 19 20 -19 -21 -8 26 -14 -26 27 -24 -29 -7
right_child=-2 -3 -4 4 5 6 7 -9 -10 17 11 14 13 -15 15 -17 -18 18 -20 21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=2973.5033665841897 -8.7062329244373853 452.05745866792336 139.50416018907893 -450.73275622849627 673.59862448045044 -6897.5728463860505 -39314.57651402316 19833.766636284723 -83117.56088115985 -9515.4296034348863 -10216.644180627773 -47815.313446672393 -38613.541383928576 92609.853660714289 -56085.743801047589 25757.813978040544 -97474.4839717742 19874.535863281253 -17962.530756191041 -31109.7459375 142970.64298828127 55868.690696022735 -8047.6951061968539 -67051.678281250002 64245.004306175601 -22034.276705411587 -19662.906958170886 123680.14613095239 -23573.511503906251 3869.2073319682577
leaf_weight=3307 4073891 169320 48623 13785 2683 1534 139 135 26 635 296 214 35 35 44 37 62 25 53 30 20 22 901 30 42 41 786 21 20 1372
leaf_count=3307 4073891 169320 48623 13785 2683 1534 139 135 26 635 296 214 35 35 44 37 62 25 53 30 20 22 901 30 42 41 786 21 20 1372
internal_value=0 145.199 -547.998 -1817.59 -2505.78 -5572.34 -8128.84 -13157.6 -14425.1 -13913 -16717.2 -31875.6 -11888.6 24083.4 -49833.7 -18700.4 -58970.6 -4257.6 18000.5 37650.5 74583.9 5688.82 -14789.9 -12850.8 3757.72 21625.1 -11909.8 -5440.72 51849.1 -1814.29
internal_weight=0 244273 74953 26330 23023 9238 6555 3649 3514 3488 2703 653 2050 153 357 81 276 785 150 97 45 52 1897 1758 118 83 1728 942 41 2906
internal_count=4318164 244273 74953 26330 23023 9238 6555 3649 3514 3488 2703 653 2050 153 357 81 276 785 150 97 45 52 1897 1758 118 83 1728 942 41 2906
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 1 0 0 0 5 5 0 0 5 5 2 5 2 2 2 4 5 5 5 3 4 3 2 2 5
split_gain=5.37632e+11 7.13732e+12 7.23947e+12 8.29466e+12 6.96637e+12 6.08283e+12 1.35427e+13 1.40652e+13 2.61264e+13 2.43677e+13 1.36385e+13 1.27222e+13 3.55796e+13 3.33447e+13 3.94758e+13 3.37282e+13 3.93347e+13 3.32968e+13 3.31955e+13 2.51861e+13 2.62746e+13 2.4152e+13 1.7289e+13 2.07218e+13 1.74274e+13 1.67651e+13 2.13979e+13 2.10444e+13 2.05045e+13 4.41e+13
threshold=38.92948375000001 44.226894250000008 44.410000000000004 36.305000000000007 82.00500000000001 38.950530550000003 47.208883950000008 45.029420750000007 45.005863250000004 68.00500000000001 39.805000000000007 45.040161900000008 45.055827000000008 101.05000000000001 85.91500000000002 4.5000000000000009 125.85000000000001 10.500000000000002 7.5000000000000009 14.500000000000002 2.5000000000000004 116.06000000000002 50.005000000000003 67.990000000000023 14.500000000000002 2.5000000000000004 16.500000000000004 20.500000000000004 7.5000000000000009 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 -2 10 -10 13 19 14 25 -15 17 18 -17 20 22 -19 -13 -24 -25 26 -9 28 -28 -30
right_child=5 -3 4 -5 -6 -7 -8 11 9 -11 -12 12 -14 15 -16 16 -18 21 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=8327.6526438637484 3877.4545893404884 49.366899074761164 -9533.2125681447469 70507.605707465278 55649.015000000007 -13.04028288672523 -10822.212079302102 18043.283212076069 -5247.2982702533855 -87902.483213513973 -25676.586370445406 -13712.733504239808 1340.6282459040722 30971.149816176472 51991.505650425825 -34948.913473135966 30750.318881138392 14203.127105034722 -139128.5189630682 -79262.5419921875 7448.5516436767575 -82427.760757606913 -64394.265748541038 -84783.641690340912 16283.761978310033 -31701.877415114184 21403.387273815526 90179.254321289074 -6151.1029275677165 -92936.066840889092
leaf_weight=41 1043 1356543 91 45 20 2944570 1551 1076 712 47 604 886 8811 102 222 57 70 81 66 58 480 38 166 22 76 104 155 22 334 71
leaf_count=41 1043 1356543 91 45 20 2944570 1551 1076 712 47 604 886 8811 102 222 57 70 81 66 58 480 38 166 22 76 104 155 22 334 71
internal_value=0 52.1309 19084.9 40863.7 2211.33 -23.8831 -1918.24 -1015.8 -8034.9 -17150.5 -14623.7 293.649 -1207.38 6865.49 12252.1 -18948.8 -35268.7 -54365.2 -90850.2 -14507.4 -12203.3 -16653.8 -20405.7 -42867.9 -6404.84 7245.24 9688.25 -5758.52 -9527.51 -21365.3
internal_weight=0 1.35674e+06 197 86 111 2.96142e+06 16854 15303 2406 1363 1316 12897 10499 2398 1984 414 312 242 123 1688 1630 119 1150 264 98 1762 1658 582 560 405
internal_count=4318164 1356740 197 86 111 2961424 16854 15303 2406 1363 1316 12897 10499 2398 1984 414 312 242 123 1688 1630 119 1150 264 98 1762 1658 582 560 405
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=31
num_cat=0
split_feature=5 4 0 4 3 1 2 0 2 0 0 2 5 4 0 2 3 1 0 3 3 0 1 0 4 1 0 0 1 1
split_gain=4.67983e+11 2.61388e+12 3.49566e+12 2.53053e+12 2.4882e+13 1.1147e+13 3.07453e+13 9.18272e+12 1.092e+13 4.18908e+12 1.75727e+13 3.39128e+12 2.73084e+12 5.07878e+12 8.05835e+12 3.87178e+12 3.66277e+12 6.43798e+12 4.34354e+12 5.31046e+12 6.98956e+12 6.56764e+12 1.63743e+13 4.57883e+12 3.37013e+12 4.92744e+12 3.17574e+12 1.11505e+13 3.14391e+12 3.13546e+12
threshold=18.050000000000004 4.5000000000000009 56.501468900000013 3.5000000000000004 13.500000000000002 40.810045900000013 4.5000000000000009 52.485928400000006 1.5000000000000002 55.784980300000008 56.911498950000002 2.5000000000000004 16.850000000000005 1.5000000000000002 54.990279300000005 2.5000000000000004 3.5000000000000004 39.007683500000006 45.073740550000004 8.5000000000000018 13.500000000000002 55.795550600000006 37.944765900000007 56.338501050000012 1.0000000180025095e-35 37.692869000000009 55.078308950000007 55.039751500000008 43.868031300000006 46.037218400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 6 11 -7 -9 -10 -11 -5 29 15 -15 -14 17 -17 -18 -20 24 22 -22 -23 25 -21 27 -26 -25 -1
right_child=-2 2 -4 4 -6 7 -8 8 9 10 -12 -13 13 14 -16 16 18 -19 19 20 21 23 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-1288.1180469700212 -2.84696430786029 -2808.5419309129902 -47863.026021634614 96817.204588268651 114549.11175595238 -51270.084227430554 -53620.199285016744 -56930.493258101858 -4958.2295247395841 93795.572896634621 -16885.016235351562 47314.929499999998 3581.4646844648996 17642.625322265627 -65466.687486049108 -65028.856380208337 -10107.715809827831 -7155.583853700613 3886.7791942868535 -47513.653066406252 92617.224218750009 -42595.697898864746 9202.1527352363828 17713.774426102314 -3219.4478985549813 3608.6735802693934 -7313.6326977418203 -49425.050454215117 -6235.6929266912293 1249.4750813133458
leaf_weight=12956 4286109 51 26 31 21 45 28 27 60 26 32 25 5636 20 28 21 365 227 2860 20 26 28 248 73 133 329 606 86 220 7801
leaf_count=12956 4286109 51 26 31 21 45 28 27 60 26 32 25 5636 20 28 21 365 227 2860 20 26 28 248 73 133 329 606 86 220 7801
internal_value=0 380.67 -18021.7 424.982 9643.95 1603.78 31938.6 -11807.4 439.636 13566.7 32730.4 74718 339.144 1618.78 -30837.8 1762 -194.223 -12056.1 394.835 1222.97 -3083.7 5745.81 17117.5 -3960.83 -7558.62 679.027 -11043.4 -21364.1 -268.761 -334.427
internal_weight=0 32055 77 31978 295 274 84 190 145 118 58 56 31683 10926 48 10878 5242 248 4994 4629 1769 595 274 321 1174 349 825 219 293 20757
internal_count=4318164 32055 77 31978 295 274 84 190 145 118 58 56 31683 10926 48 10878 5242 248 4994 4629 1769 595 274 321 1174 349 825 219 293 20757
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 5 1 6 1 3 3 0 5 3 5 5 3 5 3 1 1 3 0 5 5 4 3 3 2
split_gain=4.5091e+11 6.12612e+12 5.89782e+12 1.74238e+13 3.52203e+13 8.4506e+13 3.70247e+13 2.33914e+13 5.26938e+13 9.58671e+13 6.4519e+13 1.56928e+14 1.02276e+14 7.97052e+13 4.9636e+13 3.8315e+13 6.67463e+13 3.74756e+13 4.64004e+13 3.27595e+13 2.93914e+13 4.70084e+13 7.75651e+13 5.93571e+13 5.25927e+13 4.12631e+13 4.10873e+13 5.31658e+13 4.45528e+13 4.09007e+13
threshold=47.005000000000003 49.010000000000012 53.145783300000012 47.236539400000005 39.143775600000005 38.058342000000003 69.015000000000015 39.488326500000007 1.5000000000000002 39.262370300000008 24.500000000000004 20.500000000000004 51.67657710000001 72.705000000000013 6.5000000000000009 102.01000000000001 110.05000000000001 17.500000000000004 69.610000000000014 9.5000000000000018 39.262370300000008 39.188277450000008 8.5000000000000018 51.67657710000001 78.710000000000022 83.010000000000005 2.5000000000000004 18.500000000000004 23.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 20 10 11 14 13 -13 15 -10 -17 -16 -19 -11 21 24 23 -23 -6 -24 -27 29 -29 -28
right_child=1 2 -4 4 7 6 -8 -9 9 19 -12 12 -14 -15 17 16 -18 18 -20 -21 -22 22 25 -25 -26 26 27 28 -30 -31
leaf_value=-33.122061332271684 601.90426206135362 65.893847466223392 77.49502623674158 -2071.3184028113787 19136.930518688401 -10551.359349134505 -29861.965361308477 -1125.6509376108347 16380.732679832376 -10881.067716077501 -23824.726350234065 115362.66370442708 12667.077735093062 378877.70298295456 -2271.9461168399584 175926.63542877906 18873.359915453766 -16249.173608022837 58855.437756347659 -39068.089710001426 15607.892746742917 15913.272778835379 -10330.557176508515 105936.88248820754 -22424.151026801846 62031.026669332001 -25311.014712683438 67625.177336577515 -28118.098425839551 97646.745312500003
leaf_weight=2105789 173534 339321 1557774 25153 2537 2972 1491 91710 1001 842 877 24 34 22 5615 43 73 130 224 808 3126 237 3550 106 346 149 403 177 67 29
leaf_count=2105789 173534 339321 1557774 25153 2537 2972 1491 91710 1001 842 877 24 34 22 5615 43 73 130 224 808 3126 237 3550 106 346 149 403 177 67 29
internal_value=0 31.5263 -17.0208 -323.079 -1254.23 -4321.4 -17002.7 -444.118 2616.77 -2727.17 1777.24 4910.5 144184 241392 3338.13 22685.5 77091.4 -282.418 31274.6 -24684.2 7445.6 4088.76 -2058.7 43734 14149 -5648.84 14496.7 4019.47 41335 -17056.9
internal_weight=0 2.21238e+06 2.03884e+06 481067 141746 29616 4463 112130 20420 9693 8043 7166 80 46 7086 1117 116 5969 354 1650 10727 7601 4718 343 2883 4375 825 676 244 432
internal_count=4318164 2212375 2038841 481067 141746 29616 4463 112130 20420 9693 8043 7166 80 46 7086 1117 116 5969 354 1650 10727 7601 4718 343 2883 4375 825 676 244 432
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=31
num_cat=0
split_feature=1 3 0 2 0 5 2 0 3 5 4 0 5 5 0 2 5 3 0 5 3 5 5 2 4 2 1 5 4 2
split_gain=4.83786e+11 1.92608e+12 4.23691e+12 2.45254e+12 4.76994e+12 4.20732e+12 1.00415e+13 1.30984e+13 1.44454e+13 8.96984e+12 1.66896e+13 7.84944e+12 6.29599e+12 5.74732e+12 6.02016e+12 5.5595e+12 5.35858e+12 1.55706e+13 1.17001e+13 9.95404e+12 6.07642e+12 5.56478e+12 6.3926e+12 5.70559e+12 7.20596e+12 5.03465e+12 4.55008e+12 1.40086e+13 5.50368e+12 4.37917e+12
threshold=113.46563545000002 2.5000000000000004 63.563300600000012 3.5000000000000004 47.425481600000005 85.91500000000002 1.5000000000000002 56.635684300000008 4.5000000000000009 71.00500000000001 3.5000000000000004 51.717367500000009 112.04500000000002 63.855000000000011 48.713222300000005 1.5000000000000002 77.715000000000018 6.5000000000000009 51.83362145000001 75.015000000000015 8.5000000000000018 81.00500000000001 84.030000000000015 2.5000000000000004 3.5000000000000004 2.5000000000000004 114.17164950000002 100.05000000000001 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 12 26 -9 10 13 -12 -7 -6 -15 -13 17 19 -19 -11 -18 23 -23 24 -22 -17 29 28 -28 -8
right_child=1 2 -4 -5 5 6 7 8 -10 16 11 15 -14 14 -16 25 20 18 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.728997553115367 -2466.7682050789194 -42790.286295572922 -33637.552251519104 -191.58152705063978 1871.6490893148577 6420.5825149319699 -26978.842533414911 -41230.852426609854 35672.602339594414 -5044.286852217143 81986.074162946432 -4730.7202604166669 56194.97223254788 26459.997797683191 -6456.517522297685 66295.032783467075 14621.773378208705 102224.20537860578 30534.535062862877 50272.345682565792 14423.116896132175 22958.648444234917 -31976.347572544644 -45581.261147280093 -49323.962967041021 16245.532947887074 17213.6645703125 -96653.554689127603 -45646.168599759614 -3720.1142782090592
leaf_weight=4289649 2151 24 36 14321 8732 141 166 33 94 226 28 45 31 58 1322 37 280 26 183 38 61 87 28 54 25 44 30 30 26 158
leaf_count=4289649 2151 24 36 14321 8732 141 166 33 94 226 28 45 31 58 1322 37 280 26 183 38 61 87 28 54 25 44 30 30 26 158
internal_value=0 410.536 645.291 692.168 1746.24 1835.43 -5636.54 -12371.8 15689.8 2305.33 1421.47 34093.8 15391.5 923.893 -5073.07 23451.1 11307 19061.3 39452.9 2917.96 4451.37 -6716.13 9583.17 -20104.8 -4108.01 39107.7 -21064.1 -41511.6 -11971.3 -15636.6
internal_weight=0 28515 26364 26328 12007 11983 709 537 127 11274 10266 154 172 10112 1380 126 1008 473 209 264 535 255 115 140 86 81 410 86 56 324
internal_count=4318164 28515 26364 26328 12007 11983 709 537 127 11274 10266 154 172 10112 1380 126 1008 473 209 264 535 255 115 140 86 81 410 86 56 324
is_linear=0
shrinkage=0.1


Tree=3456
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 3 5 2 5 2 0 1 3 6 2 3 0 5 0 3 2 3 1 1 1 0 0 1 2 0
split_gain=4.76224e+11 5.77794e+12 5.86882e+12 6.71792e+12 5.64346e+12 5.88005e+12 4.86035e+12 2.42725e+13 1.84572e+13 1.74541e+13 2.0952e+13 1.99716e+13 2.96188e+13 3.00563e+13 1.72091e+13 3.19123e+13 2.12713e+13 4.52248e+13 4.65886e+13 2.01802e+13 1.75607e+13 4.85948e+13 2.4821e+13 2.31162e+13 3.57361e+13 1.59055e+14 3.75122e+13 3.4079e+13 5.82262e+13 3.93844e+13
threshold=38.92948375000001 44.226894250000008 44.410000000000004 36.305000000000007 82.00500000000001 5.5000000000000009 112.04500000000002 5.5000000000000009 107.05000000000001 12.500000000000002 45.040161900000008 30.305955500000003 18.500000000000004 1.5000000000000002 11.500000000000002 17.500000000000004 59.896318000000008 110.05000000000001 55.591389050000011 22.500000000000004 9.5000000000000018 10.500000000000002 37.832345550000007 37.39371280000001 37.362912300000012 55.834684950000003 55.812836050000008 37.832345550000007 7.5000000000000009 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 8 -8 -3 14 -11 12 13 -12 20 16 17 18 -16 -17 23 -22 -23 24 -10 26 -26 28 29 -25
right_child=-2 6 4 -5 -6 -7 7 -9 9 10 11 -13 -14 -15 15 19 -18 -19 -20 -21 21 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=7501.8921231897875 -22.47781877529227 48.124209953056742 7055.1705107717808 63460.713094618055 50078.081562500003 -49891.601779296878 -1365.3740592844133 5929.4959680675956 -6091.4140742466034 45797.581058684991 -122745.80276692708 -30599.393777226745 33459.586579347568 10391.290124198718 163634.77222222224 -107381.37870342548 85321.767582138273 -79464.415211397063 -6371.6014584350596 17210.834044471154 -148251.26755208333 -3571.5201304354409 -90138.730736019745 -20571.830662325727 -90390.44251644738 172109.85453125002 -250082.98619791667 -8244.5657298510014 82179.588010182109 33571.902261599978
leaf_weight=41 2961424 1332157 66 45 20 25 11063 7761 2691 48 30 651 131 39 27 26 73 34 40 26 30 258 38 246 38 20 24 660 136 296
leaf_count=41 2961424 1332157 66 45 20 25 11063 7761 2691 48 30 651 131 39 27 26 73 34 40 26 30 258 38 246 38 20 24 660 136 296
internal_value=0 49.0635 17173.7 36782.7 1981.2 -8589.55 46.5766 1642.25 24.1227 -5724.48 -18482.6 -22108.2 5530.46 -47494.4 -3264.79 23652.8 44195.3 14470.1 62138.4 -45085.3 -4635.85 -26976.3 -14684.9 -2864.27 -8073.07 -73105.3 -152207 7930.96 23677 8997.44
internal_weight=0 1.35674e+06 197 86 111 91 1.35654e+06 18824 1.33772e+06 5562 899 851 200 69 4663 226 174 101 67 52 4437 326 296 4111 2773 82 62 1338 678 542
internal_count=4318164 1356740 197 86 111 91 1356543 18824 1337719 5562 899 851 200 69 4663 226 174 101 67 52 4437 326 296 4111 2773 82 62 1338 678 542
is_linear=0
shrinkage=0.1


Tree=3457
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 5 5 3 5 5 5 5 5 3 2 5 5 0 3 0 5 0 5 1 1 2 3 4 3 3
split_gain=4.79231e+11 4.08759e+12 3.06067e+13 1.74311e+13 1.57723e+13 2.46845e+13 2.88148e+13 3.25719e+13 2.15272e+13 1.74978e+13 2.20614e+13 2.01835e+13 2.86728e+13 1.66409e+13 2.38429e+13 1.45665e+13 1.50367e+13 1.76273e+13 4.18319e+13 1.84377e+13 1.6985e+13 1.47053e+13 2.29347e+13 1.45208e+13 1.4553e+13 3.86923e+13 2.8766e+13 2.76103e+13 1.74117e+13 2.0398e+13
threshold=54.942865800000007 36.761894450000007 37.275078000000001 54.940316550000006 36.585378200000001 132.05000000000004 128.92000000000004 13.500000000000002 137.05000000000004 74.010000000000005 73.405000000000015 118.33500000000002 110.05000000000001 12.500000000000002 6.5000000000000009 56.835000000000008 123.15000000000002 54.736324100000012 4.5000000000000009 54.864040150000001 75.750000000000014 54.762542150000009 105.35000000000001 35.911716050000003 36.546174950000008 7.5000000000000009 11.500000000000002 4.5000000000000009 16.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 15 6 9 -8 -7 10 -6 12 -11 14 -10 -1 17 -17 -19 21 -21 22 -20 -18 27 26 -26 -25 29 -27
right_child=-2 2 -4 -5 5 8 7 -9 13 11 -12 -13 -14 -15 -16 16 23 18 19 20 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=1800.7852028501902 -22.628777231486282 -13253.507865185842 25.820560001336073 34946.774342622695 3540.4321607818283 -126082.20595238096 6944.7329814189188 144719.72421874999 -37300.792047991075 14304.567381041079 -47614.312336482559 -20103.733590537624 68023.146216732988 -60590.309030720338 60454.424444444448 -985.28022172284136 3043.6381258820506 18958.152120367227 -17884.590399942444 -27387.817932412792 -128584.3470486111 -3722.7044916298182 -77428.368897192035 72073.388084309903 -99387.864098837221 26222.919220525568 10233.282624421297 -25736.200781250001 -8592.8184695512828 126241.92956414475
leaf_weight=31766 2954816 1738 1288875 149 4281 21 37 32 56 1392 86 152 107 59 45 30542 1258 414 1035 43 27 788 69 120 43 44 54 38 39 38
leaf_count=31766 2954816 1738 1288875 149 4281 21 37 32 56 1392 86 152 107 59 45 30542 1258 414 1035 43 27 788 69 120 43 44 54 38 39 38
internal_value=0 49.0439 7.93799 778.428 708.29 5503.11 6585.25 70840.4 -30889.2 5848.53 2533.03 14618.2 18139 -18395.1 6253.51 255.111 -1165.93 -1630.71 -9927.35 -16022.5 -66420.8 -14157.8 -21606.1 8197.39 25440.5 8691.75 -38361.7 48549.6 46412.2 72573.2
internal_weight=0 1.36335e+06 1.29061e+06 72735 72586 6268 6087 69 181 6018 4367 1651 1499 160 101 66318 34552 32918 2376 1962 70 1892 1104 1634 376 218 97 158 121 82
internal_count=4318164 1363348 1290613 72735 72586 6268 6087 69 181 6018 4367 1651 1499 160 101 66318 34552 32918 2376 1962 70 1892 1104 1634 376 218 97 158 121 82
is_linear=0
shrinkage=0.1


Tree=3458
num_leaves=31
num_cat=0
split_feature=5 0 0 2 3 3 0 2 2 1 4 0 2 2 2 2 4 4 1 1 3 0 0 1 5 4 2 1 3 1
split_gain=4.94895e+11 3.27262e+12 6.85018e+12 6.03157e+12 5.82859e+12 1.50435e+13 1.01239e+13 5.30624e+12 7.03542e+12 1.09263e+13 4.26646e+12 3.93063e+12 1.25307e+13 8.75365e+12 1.29467e+13 6.31817e+12 3.4346e+12 7.49829e+12 6.52701e+12 6.12448e+12 3.40281e+12 1.15999e+13 2.94803e+13 1.52339e+13 1.20001e+13 2.31541e+13 3.37576e+13 1.59779e+13 2.24283e+13 1.28567e+13
threshold=142.05000000000004 60.035045000000004 60.052595500000002 8.5000000000000018 8.5000000000000018 4.5000000000000009 61.674413550000004 11.500000000000002 5.5000000000000009 53.243495500000009 3.5000000000000004 60.017447350000005 11.500000000000002 9.5000000000000018 5.5000000000000009 2.5000000000000004 3.5000000000000004 4.5000000000000009 60.08989780000001 34.359746700000009 3.5000000000000004 59.609407350000005 59.834458500000004 36.761894450000007 150.04500000000004 3.5000000000000004 2.5000000000000004 44.660994650000006 2.5000000000000004 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 -3 5 16 -7 8 -6 -10 -8 20 13 14 15 -13 18 19 -4 -18 21 23 -23 -2 25 27 -27 28 -25 -26
right_child=1 2 4 -5 7 6 10 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 29 26 -28 -29 -30 -31
leaf_value=2.3501819554218373 40714.952928102175 -57174.774099170922 52732.380452913851 4014.1557373046876 -4394.4862179487181 -80875.291789550785 12587.844224330358 -24331.997355769232 109238.49550781251 12463.675073242188 -41263.9214717742 14523.901413690477 -36004.471118164067 95211.62193115236 -35630.728064903844 91208.635262784097 -69396.138778409091 28992.021157094594 -18172.912343750002 5220.9276988636366 8.0043892886238446 -140276.00106534091 -3308.2186399147731 4036.3097005208338 -47067.063628098062 -21845.269363174957 83890.331250000003 375.24661458333338 -109081.45993990384 977.78072203502256
leaf_weight=4297453 77 49 37 24 39 40 28 26 20 28 31 21 32 20 26 22 22 37 20 22 18242 22 55 24 58 147 38 36 65 1403
leaf_count=4297453 77 49 37 24 39 40 28 26 20 28 31 21 32 20 26 22 22 37 20 22 18242 22 55 24 58 147 38 36 65 1403
internal_value=0 -487.654 -9193.22 -37057.9 -3381.45 -12292.2 -42037.7 15307.4 27153.7 52786.5 -15707.2 -306.145 17663.5 36959.8 20075.3 53758 9047.03 -4187.04 27853.3 -32087.6 -413.961 -4412.66 -42441.9 -2828.11 -4721.29 -22591.4 -126.605 -55839.3 -78577.8 -929.544
internal_weight=0 20711 423 73 350 237 99 113 87 48 59 20288 121 89 69 43 138 81 57 44 20167 1925 77 1848 1771 310 185 125 89 1461
internal_count=4318164 20711 423 73 350 237 99 113 87 48 59 20288 121 89 69 43 138 81 57 44 20167 1925 77 1848 1771 310 185 125 89 1461
is_linear=0
shrinkage=0.1


Tree=3459
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 5 1 0 0 1 3 1 1 1 6 1 6 0 1 1 6 2 1 3 1 4 3 5 0 1
split_gain=4.94866e+11 6.96592e+12 4.92062e+13 3.31594e+13 3.6241e+13 4.89337e+13 2.24755e+13 5.024e+13 2.80939e+13 2.66773e+13 2.52262e+13 2.66464e+13 2.70281e+13 2.24589e+13 5.09462e+13 4.30957e+13 2.07044e+13 3.64671e+13 2.05255e+13 2.4921e+13 3.04585e+13 2.5435e+13 2.18606e+13 2.05119e+13 1.9212e+13 1.88681e+13 2.57216e+13 1.87184e+13 1.8433e+13 1.76099e+13
threshold=54.035000000000004 54.990000000000002 17.500000000000004 37.642309100000013 37.620907050000007 54.710000000000008 37.752451500000006 55.842510000000011 55.664473600000008 37.487839250000007 24.500000000000004 37.542000650000013 37.362912300000012 37.914142000000005 1.5000000000000002 37.869926150000005 1.5000000000000002 59.950068600000009 30.278357500000002 37.582182450000005 1.5000000000000002 9.5000000000000018 37.475443250000005 19.500000000000004 30.434657650000002 2.5000000000000004 4.5000000000000009 54.410000000000004 55.899899800000007 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 18 28 7 8 9 -4 11 12 16 14 15 -8 17 23 -2 20 -20 22 -22 -9 -25 29 -27 -12 -6 -5
right_child=1 -3 6 25 5 -7 13 10 -10 -11 27 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-27.360529601407848 -3726.4058498862869 17.300856782496997 21500.081234004581 -20121.913760306394 60369.648856107277 -35112.83056640625 38220.626153182988 -38819.324242855029 -35775.472555435845 -22755.191013553638 23138.655792371963 27999.476713960492 -66432.38805573454 -1332.5276400295681 -52417.000856370199 179437.20643028847 8940.0977869178823 -40812.917625495575 26080.788950714032 -11472.040075222372 7656.0685789868749 -15421.889293902854 34747.044298285065 8534.1729668371463 92164.756321334848 -18355.032075430656 1893.833649596032 -3942.3340946670405 144185.79559659094 4187.1453037679903
leaf_weight=2611969 963 1681305 203 307 65 40 128 79 920 414 540 157 97 2250 52 26 342 402 1492 397 1703 391 361 194 32 1027 1612 484 44 10168
leaf_count=2611969 963 1681305 203 307 65 40 128 79 920 414 540 157 97 2250 52 26 342 402 1492 397 1703 391 361 194 32 1027 1612 484 44 10168
internal_value=0 41.8855 1702.56 4296.45 10847.7 59487.8 -5919.01 -10673.4 -24703.7 -8194.7 -1406.25 -10636.3 -15929.4 1560.97 33164.7 62062.4 -11259.4 -21030.6 9482.12 12410.3 14812.4 7964.16 12394.4 5043.2 20375.7 1570.82 -5986.27 10338.7 94203.7 3474.7
internal_weight=0 1.7062e+06 24890 18570 5456 149 6320 3864 1537 617 2327 1303 1146 2456 206 154 1049 707 5307 4344 3947 2455 2064 305 226 13114 2639 1024 109 10475
internal_count=4318164 1706195 24890 18570 5456 149 6320 3864 1537 617 2327 1303 1146 2456 206 154 1049 707 5307 4344 3947 2455 2064 305 226 13114 2639 1024 109 10475
is_linear=0
shrinkage=0.1


Tree=3460
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 4 3 6 5 0 2 3 5 0 1 2 2 3 0 0 5 6 2 0 0 1 1 1 5 1
split_gain=5.00698e+11 6.41695e+12 7.13347e+12 1.09872e+13 8.87122e+12 1.65224e+13 1.12204e+13 9.41343e+12 1.84866e+13 1.98551e+13 8.88046e+12 8.21886e+12 9.13745e+12 6.45708e+12 7.17767e+12 1.40026e+13 1.13301e+13 1.03465e+13 8.45952e+12 6.09372e+12 5.86898e+12 6.82695e+12 6.78578e+12 5.84864e+12 5.78072e+12 2.02318e+13 8.06574e+12 7.04736e+12 1.04295e+13 5.67235e+12
threshold=33.57500000000001 33.005000000000003 37.889331900000009 37.475443250000005 55.708120100000009 1.5000000000000002 18.500000000000004 1.5000000000000002 33.395000000000003 55.812836050000008 9.5000000000000018 16.500000000000004 33.395000000000003 55.734663800000007 37.642309100000013 8.5000000000000018 11.500000000000002 15.500000000000002 55.86787755000001 55.899899800000007 33.395000000000003 1.5000000000000002 7.5000000000000009 55.535913550000011 43.642715500000008 39.718803500000007 39.726951800000002 39.899261850000009 33.395000000000003 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 20 6 11 8 29 -10 -9 13 19 -6 15 18 -17 -16 -15 -13 21 22 23 -5 25 -4 -27 28 -28 -8
right_child=-2 2 24 4 5 -7 7 10 9 -11 -12 12 -14 14 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=25.657775910013857 -13.797142108521431 1590.4879471524519 97670.36126077587 -18927.564191323137 -54955.69161810106 -100199.19346590911 -89930.228593749998 -96677.054337565103 78755.623679956901 -20069.67348920037 -14850.523735119048 -22980.758474864131 59097.304368832243 -39128.493821304568 -10515.905831385659 80782.475153082778 -1915.0228645833333 -64888.998900771723 9104.7468341206386 40060.242128057071 9684.9417892763868 4678.6832205472419 -5709.8772016681614 -71686.527672697368 3042.7217818108224 -48199.100883152176 1508.4506734913793 -6069.9137405395513 88730.80294471154 -34717.877591175937
leaf_weight=589872 3709212 4953 29 47 31 22 30 36 29 68 21 46 38 63 239 37 30 41 86 23 347 213 122 38 12300 23 29 64 26 49
leaf_count=589872 3709212 4953 29 47 31 22 30 36 29 68 21 46 38 63 239 37 30 41 86 23 347 213 122 38 12300 23 29 64 26 49
internal_value=0 84.0403 1888.98 -767.119 -7818.58 -14617 -12445.4 -31210.9 -19772.2 9476.03 -66530.4 -5548.89 19719.3 -10679.2 -7911.97 5784.32 43753.7 -18477.7 -11289.2 -1967.09 61.207 -7889.83 -20822.7 -42513.9 3296.58 21556.3 6011.92 16489.7 42740.8 -55684.6
internal_weight=0 608952 19080 6609 1656 889 867 233 176 97 57 634 107 527 496 216 67 280 149 69 767 420 207 85 12471 171 142 119 55 79
internal_count=4318164 608952 19080 6609 1656 889 867 233 176 97 57 634 107 527 496 216 67 280 149 69 767 420 207 85 12471 171 142 119 55 79
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=31
num_cat=0
split_feature=5 2 3 0 2 0 0 0 5 5 0 5 1 0 5 6 3 1 1 5 1 1 1 3 1 1 3 0 3 1
split_gain=4.53519e+11 3.70889e+12 3.27994e+13 3.11181e+13 2.56233e+13 2.55313e+13 4.31695e+13 2.57799e+13 2.96854e+13 2.53113e+13 3.09047e+13 2.92106e+13 6.77247e+13 2.82862e+13 1.84199e+13 1.7744e+13 3.41078e+13 3.26867e+13 4.35397e+13 7.05028e+13 4.86198e+13 3.30251e+13 3.25003e+13 5.46438e+13 6.57557e+13 3.99908e+13 7.51813e+13 6.76939e+13 3.86758e+13 3.7684e+13
threshold=55.405000000000008 7.5000000000000009 8.5000000000000018 45.084117700000007 8.5000000000000018 59.982527000000012 60.029906750000002 59.950068600000009 81.910000000000011 68.00500000000001 55.784980300000008 86.810000000000016 28.619594500000002 55.769960200000007 74.010000000000005 1.5000000000000002 16.500000000000004 82.940215400000014 82.945329900000004 60.905000000000008 82.959896850000021 82.964402850000013 30.278357500000002 19.500000000000004 30.243224600000001 30.315880100000005 23.500000000000004 60.042666650000008 18.500000000000004 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 9 -9 10 13 12 14 -5 -11 16 -4 -17 19 -19 -20 -22 23 24 -18 26 27 -24 -26 -27
right_child=1 2 15 5 -6 6 -8 8 -10 11 -12 -13 -14 -15 -16 17 22 18 20 -21 21 -23 25 -25 28 29 -28 -29 -30 -31
leaf_value=-25.317066037567741 151.10140687622658 -36945.537822537546 1987.391427138853 21824.601706764915 23078.446759259259 -114379.00440848214 4583.425443097015 17761.001675692471 145354.27882133154 -74568.794003378382 -9663.6155234292582 3190.8091362507967 -17497.721141310332 143715.44062500002 -179068.68366935485 -173.37372851617042 -15484.187090866568 -45908.218104182066 9699.5888524716975 -6654.9891750470115 -12928.145442615078 -2373.2569105390025 28219.694901441162 -3071.3458769442559 -56796.897339267423 -20855.009591524271 -13661.072856663704 -85613.235311776632 -163201.61072358632 -234.90721416378088
leaf_weight=2681621 1069496 583 97116 396 81 56 67 88 23 37 474 558 674 20 31 271861 802 592 3153 2015 3207 39187 1604 4067 183 892 749 54 42 138435
leaf_count=2681621 1069496 583 97116 396 81 56 67 88 23 37 474 558 674 20 31 271861 802 592 3153 2015 3207 39187 1604 4067 183 892 749 54 42 138435
internal_value=0 41.4843 -165.262 -10443.3 -29623.3 -5189.31 -49578.3 -2816.49 44199.2 -5199.48 7793.59 -14094.7 -27093.9 27684.7 -122208 -108.985 533.47 -598.721 -3000.08 -15568.6 -2280.69 -3171.71 -428.193 -8275.97 -28886.7 -146.139 12633.6 24512.2 -76659.1 -366.921
internal_weight=0 1.63654e+06 567047 3088 664 2424 123 2301 111 2190 890 1300 742 416 68 563959 243944 320015 48154 2607 45547 42394 146828 5094 1027 141734 2407 1658 225 139327
internal_count=4318164 1636543 567047 3088 664 2424 123 2301 111 2190 890 1300 742 416 68 563959 243944 320015 48154 2607 45547 42394 146828 5094 1027 141734 2407 1658 225 139327
is_linear=0
shrinkage=0.1


Tree=3462
num_leaves=31
num_cat=0
split_feature=3 0 1 0 2 6 2 1 1 5 3 5 0 1 1 3 5 5 4 5 1 1 6 5 5 5 5 5 3 0
split_gain=5.67762e+11 6.45513e+12 6.01309e+13 1.39762e+14 3.49034e+13 4.28201e+13 3.31995e+13 2.45198e+13 5.63079e+13 4.67016e+13 4.26613e+13 4.10152e+13 3.20897e+13 6.96046e+13 1.74908e+14 9.66032e+13 5.35402e+13 5.10835e+13 7.93972e+13 5.46667e+13 3.80881e+13 5.67162e+13 7.75817e+13 4.73645e+13 4.54515e+13 5.24351e+13 3.6542e+13 3.9008e+13 2.81548e+13 2.74738e+13
threshold=22.500000000000004 55.701368300000006 37.314272700000011 55.68356880000001 14.500000000000002 1.5000000000000002 18.500000000000004 37.475443250000005 37.487839250000007 45.610000000000007 28.500000000000004 32.615000000000009 55.695992150000002 37.642309100000013 37.620907050000007 24.500000000000004 53.995000000000012 57.405000000000008 2.5000000000000004 40.905000000000008 37.944765900000007 37.889331900000009 1.5000000000000002 39.505000000000003 66.50500000000001 60.610000000000007 26.005000000000006 38.455000000000005 27.500000000000004 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 11 9 -9 -11 -4 -10 14 16 -15 -14 19 -19 -16 21 -17 24 -24 25 26 -23 -28 -18 -13
right_child=1 -3 7 4 5 6 -8 8 12 10 -12 29 13 15 17 20 28 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-11.068810336221057 6699.3671636831996 -250.53029538523597 15858.310647961027 95543.058247632056 158467.23784816579 -53120.15762890625 52077.22662760417 4287.0123194917714 205.67226675540729 67237.824056947007 -50836.726579733455 -13360.289804102315 14285.115104166667 -52205.35328107245 112233.29093424481 20790.130160264234 -170497.57004464287 230128.54621710526 43518.415455386516 -4459.2934584465575 25596.963488924506 59957.271856282547 -18826.687204649392 57877.793356021997 -57750.955598718981 126158.80324074074 -40501.24470041618 3674.4952548651308 -34586.021469907413 -1912.3432680042483
leaf_weight=3950085 3730 207049 884 226 23 50 75 376 142480 306 34 3638 75 275 96 1040 35 57 38 69 1024 60 123 233 272 27 451 359 27 4947
leaf_count=3950085 3730 207049 884 226 23 50 75 376 142480 306 34 3638 75 275 96 1040 35 57 38 69 1024 60 123 233 272 27 451 359 27 4947
internal_value=0 118.786 593.646 12542.9 70821.6 33071.2 9998.27 281.145 597.905 28573 55430.4 -4651.64 461.405 9012.63 48886.3 4915.88 -42553.7 97068.2 155484 63434.6 9292.68 2783.67 -9496.14 31376 -21943.1 -11084.9 -15344.2 -20922.1 -111310 -6763.55
internal_weight=0 368079 161030 4104 374 148 125 156926 147457 716 340 9469 146741 4261 397 3864 137 260 95 165 3589 2565 1525 356 1169 897 870 810 62 8585
internal_count=4318164 368079 161030 4104 374 148 125 156926 147457 716 340 9469 146741 4261 397 3864 137 260 95 165 3589 2565 1525 356 1169 897 870 810 62 8585
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=31
num_cat=0
split_feature=1 3 1 0 2 0 6 3 5 0 1 3 5 3 3 3 3 0 5 2 0 6 0 0 0 0 3 5 4 5
split_gain=5.57115e+11 5.71764e+12 2.79356e+13 2.50188e+13 2.89182e+13 3.8445e+13 1.16273e+14 9.13194e+13 1.26822e+14 4.58634e+13 1.2347e+14 1.3427e+14 1.12714e+14 5.20222e+13 4.54269e+13 4.40911e+13 6.19648e+13 6.67407e+13 6.48627e+13 4.29147e+13 6.74399e+13 3.97644e+13 3.85209e+13 3.81191e+13 3.38655e+13 7.96641e+13 3.37127e+13 3.79179e+13 6.26175e+13 3.96126e+13
threshold=30.259484550000003 18.500000000000004 30.226173900000003 60.035045000000004 10.500000000000002 59.950068600000009 1.5000000000000002 13.500000000000002 65.045000000000016 59.916647550000008 30.243224600000001 6.5000000000000009 116.06000000000002 5.5000000000000009 6.5000000000000009 6.5000000000000009 7.5000000000000009 59.990816400000007 71.00500000000001 9.5000000000000018 59.932719750000011 1.5000000000000002 59.882016200000002 59.939091550000008 59.916647550000008 59.939091550000008 8.5000000000000018 57.995000000000012 1.5000000000000002 67.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 19 9 -9 -8 14 13 -13 23 -11 -7 17 21 26 -4 -21 -17 -10 -12 -6 -26 27 28 -18 -29
right_child=-2 -3 3 -5 24 15 7 8 22 10 11 12 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-223.37390118577844 -6.5495739318484922 -962.47248185459671 -29591.190578111782 17132.872422813303 -13780.164570527921 -43035.853335054839 -688.52182072502023 11887.994934082031 79580.69018249512 24452.554648176767 32809.685612202738 83264.349271955405 -112329.0158266129 -83490.010145246488 -12561.107596305414 32472.707762096776 -26102.91341023763 -16317.621658528646 -18750.403058529999 -41520.189464938259 174656.94186921298 175560.81008112981 166263.79799479168 -87152.572530241945 189723.34432870371 16687.227138817612 3382.7507755431579 71386.407453377018 -161245.21077148439 -90463.52687500001
leaf_weight=86575 4179209 32564 914 1340 374 260 2491 343 162 515 182 594 31 71 931 31 240 60 1910 31 27 52 75 31 27 1826 7176 62 40 20
leaf_count=86575 4179209 32564 914 1340 374 260 2491 343 162 515 182 594 31 71 931 31 240 60 1910 31 27 52 75 31 27 1826 7176 62 40 20
internal_value=0 196.985 551.87 3938.87 2981.95 1517.32 7552.98 13258.7 50757.7 8770.58 18775.9 47655.3 73562.9 -9359.71 621.49 -2402.7 -1301.19 64033.3 -2290.06 -24298.1 59114 122118 107012 15350.4 13668.4 19208.5 1880.71 -27894.5 -45409 31910.8
internal_weight=0 138955 106391 19816 18476 16249 6398 5426 580 4846 2355 909 625 284 1446 9851 9591 143 9448 972 58 83 237 213 2227 1853 7538 362 280 82
internal_count=4318164 138955 106391 19816 18476 16249 6398 5426 580 4846 2355 909 625 284 1446 9851 9591 143 9448 972 58 83 237 213 2227 1853 7538 362 280 82
is_linear=0
shrinkage=0.1


Tree=3464
num_leaves=31
num_cat=0
split_feature=3 5 5 3 5 0 0 1 3 0 0 2 3 2 5 6 1 2 1 2 0 1 1 2 0 1 1 0 1 6
split_gain=5.08939e+11 6.56747e+12 3.10349e+13 5.63736e+13 4.15873e+13 3.49664e+13 5.35135e+13 5.15094e+13 3.70473e+13 3.16976e+13 4.86005e+13 5.85006e+13 4.89945e+13 2.91399e+13 2.65316e+13 2.72447e+13 4.85619e+13 3.25253e+13 3.03121e+13 3.51634e+13 2.57318e+13 3.10963e+13 2.85087e+13 2.53257e+13 2.47571e+13 2.26919e+13 3.1593e+13 4.83553e+13 2.38866e+13 2.74835e+13
threshold=22.500000000000004 77.715000000000018 80.00500000000001 25.500000000000004 79.730000000000018 45.013473000000012 45.029420750000007 39.027779200000005 23.500000000000004 55.02863030000001 55.751981950000008 2.5000000000000004 24.500000000000004 8.5000000000000018 74.010000000000005 1.5000000000000002 39.143775600000005 24.500000000000004 30.362552800000003 23.500000000000004 60.052595500000002 30.243224600000001 30.332994000000003 13.500000000000002 55.025681450000008 37.615058950000012 37.692869000000009 55.87722990000001 83.00362155000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 -3 13 7 -7 -8 24 11 -11 -13 -6 -2 -16 18 -18 19 20 21 -17 -22 -5 -10 -25 27 -27 29 -28
right_child=1 2 -4 23 5 6 8 -9 9 10 -12 12 -14 -15 15 16 17 -19 -20 -21 22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=-10.479736508851868 107.72228221797091 6530.7765393973841 140.79203264296606 5131.6450693594225 48610.858035714286 14585.236090353263 -12851.551150222709 213495.17562500003 12704.288926522944 207926.0568080357 22073.994465876065 -8307.5010822610293 79065.674574338031 -95660.493843005956 -1401.917346438775 -7393.8580401198315 -31479.310717382668 75753.762091616925 2941.2578342170991 82337.947117456904 41105.967264716572 -68749.403729752012 -50577.237290736608 -602.75241699218748 -94754.588383152179 -219462.31218039771 -8867.8874103086218 -26872.796972656251 79512.302604166674 -56395.434769503867
leaf_weight=3950085 307029 4298 43566 691 21 23 221 30 316 28 543 85 262 42 6601 133 1148 29 1666 29 86 218 56 364 23 22 282 32 21 214
leaf_count=3950085 307029 4298 43566 691 21 23 221 30 316 28 543 85 262 42 6601 133 1148 29 1666 29 86 218 56 364 23 22 282 32 21 214
internal_value=0 112.465 1164.7 7098.13 11647.1 25442.7 28447.1 127176 24906.8 31545.2 41195.2 68882.7 57663 -47570 -57.1038 -5135.01 -12458.1 -28837.2 -3647.18 -24674.6 -30969.5 -45500.7 4949.21 -9385.7 5413.57 -20114.6 -32552.9 -105335 -24950.9 -29373.7
internal_weight=0 368079 51084 7518 5892 1594 1531 53 1478 1257 918 375 347 63 316995 9966 3365 1177 2188 522 493 351 142 1626 339 935 571 54 517 496
internal_count=4318164 368079 51084 7518 5892 1594 1531 53 1478 1257 918 375 347 63 316995 9966 3365 1177 2188 522 493 351 142 1626 339 935 571 54 517 496
is_linear=0
shrinkage=0.1


Tree=3465
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 5 5 3 6 0 3 5 1 0 5 0 5 5 3 3 3 0 5 0 5 5 5 0 0 5
split_gain=5.18468e+11 4.04255e+12 1.06444e+13 3.11258e+13 2.64035e+13 1.73754e+13 1.45804e+13 1.39106e+13 1.37717e+13 3.43265e+13 1.98818e+13 1.3983e+13 2.5985e+13 3.35309e+13 1.98363e+13 1.48091e+13 1.31131e+13 1.2061e+13 1.15046e+13 9.65698e+12 9.38752e+12 9.10833e+12 8.84844e+12 8.39726e+12 1.07914e+13 8.35894e+12 8.31308e+12 7.56047e+12 7.3402e+12 1.67931e+13
threshold=10.500000000000002 83.691301500000009 83.026705000000007 54.978840000000005 55.078308950000007 34.920000000000009 90.015000000000015 11.500000000000002 1.5000000000000002 53.355366400000001 12.500000000000002 91.050000000000011 83.093115700000013 54.864040150000001 89.00500000000001 54.864040150000001 43.005000000000003 89.00500000000001 18.500000000000004 12.500000000000002 14.500000000000002 54.864040150000001 98.020000000000024 54.970187400000007 116.06000000000002 61.845000000000006 65.045000000000016 54.864040150000001 54.934662400000008 65.905000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 18 25 9 -9 -11 14 15 22 -10 -13 27 20 19 -7 -18 -16 -14 24 -17 -4 -6 -12 -22 -30
right_child=1 -3 3 4 26 6 -8 8 11 10 16 12 13 -15 21 23 17 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=26.977544607863486 -41.853670622437932 944.26139711070573 -8702.4791630052732 1212.2932525110687 22055.734798835878 2166.145438166182 -72172.287725694448 -3054.7903501936021 -2264.345646877227 65104.161938142126 18767.793522135416 12369.087265532871 -21392.32647623698 -99330.211643145172 11457.761879660866 161887.90152529764 45845.138964745944 -7278.944067382813 10297.074144940045 -18090.582652362995 12062.43609659982 -60822.78528645834 23380.280395069236 44877.253526785717 60509.983333333337 -36896.198347414 -13689.152947625882 -967.35096498216899 20449.939219918859 80404.43701000548
leaf_weight=2688514 1571270 40326 569 757 315 258 45 2605 7675 73 258 53 60 31 22 21 156 148 172 2680 538 84 167 35 21 129 82 784 259 57
leaf_count=2688514 1571270 40326 569 757 315 258 45 2605 7675 73 258 53 60 31 22 21 156 148 172 2680 538 84 167 35 21 129 82 784 259 57
internal_value=0 -44.5062 -69.5942 -2483.9 -9899.7 -12393.4 -15657.9 -159.081 576.742 4781.12 13761.6 -1933.84 16593.7 -1776.24 -2857.72 53050.9 12057.9 19381.5 -14840.1 -16311.7 23288.1 -45821.2 11546.1 81052.7 111199 -13913.1 14672.7 3919.09 19167.7 31264.5
internal_weight=0 1.62965e+06 1.58932e+06 18054 4309 3912 3155 13745 13047 4878 2273 8169 388 258 7781 130 2200 1158 3110 2938 1010 106 227 77 42 698 397 1042 854 316
internal_count=4318164 1629650 1589324 18054 4309 3912 3155 13745 13047 4878 2273 8169 388 258 7781 130 2200 1158 3110 2938 1010 106 227 77 42 698 397 1042 854 316
is_linear=0
shrinkage=0.1


Tree=3466
num_leaves=31
num_cat=0
split_feature=2 6 5 3 0 0 2 0 1 1 5 5 1 0 5 0 1 0 0 3 1 1 5 1 5 4 1 1 5 0
split_gain=5.09396e+11 3.30833e+12 1.4171e+13 1.31096e+13 3.44034e+13 4.72525e+13 2.83021e+13 2.82916e+13 2.81066e+13 2.30566e+13 2.46218e+13 2.29164e+13 1.95765e+13 2.67433e+13 4.71564e+13 1.87071e+13 1.71637e+13 1.68022e+13 1.62122e+13 1.98206e+13 2.24507e+13 4.59693e+13 1.53681e+13 3.53958e+13 2.10501e+13 1.63661e+13 1.3713e+13 1.23041e+13 2.40901e+13 1.46742e+13
threshold=14.500000000000002 1.5000000000000002 38.905000000000008 16.500000000000004 55.212972300000011 55.734663800000007 15.500000000000002 55.664473600000008 37.767735350000002 37.597123000000003 50.805000000000007 45.985000000000007 30.207352000000004 59.853570100000006 65.50500000000001 55.74310830000001 37.362912300000012 55.025681450000008 55.591389050000011 15.500000000000002 37.582182450000005 37.417247200000006 86.02500000000002 61.463701450000009 110.05000000000001 3.5000000000000004 37.503486000000002 37.597123000000003 79.010000000000005 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 17 6 18 16 9 -9 -11 15 13 -13 -15 -7 -8 -3 26 20 21 -20 -19 25 -25 -24 -6 29 -29 -18
right_child=1 3 -4 -5 5 11 7 8 -10 10 -12 12 -14 14 -16 -17 27 22 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-10.009627890811409 -1016.7393564503009 -25.21918533911068 948.85939695369564 146.12226929379773 -65397.461099008418 61001.307259728776 60697.519238281253 -64720.21602172852 -14962.437792968751 -92958.657085129322 -237184.87578125001 -1019.4276767306858 -9764.5442012353578 -12972.462550951088 187405.39906412762 1155.6198330491343 -6521.9537192290691 7626.9072597497016 12981.030586845931 -12114.395592580186 -5463.503404017858 188130.13220108696 27514.670065789473 138754.97894345238 34547.512928602431 -57737.012792968751 -17611.652010371767 -5117.2047662859923 -101858.55641163794 -69620.764956740706
leaf_weight=3980118 50700 10522 132623 133322 78 53 22 80 60 29 20 108 4490 23 24 3607 53 860 43 403 77 23 76 42 36 32 261 229 29 121
leaf_count=3980118 50700 10522 132623 133322 78 53 22 80 60 29 20 108 4490 23 24 3607 53 860 43 403 77 23 76 42 36 32 261 229 29 121
internal_value=0 117.852 405.251 -222.671 -2520.15 -6868.96 -23030.3 -38996.9 -71507.2 -97807.1 -151827 -3895.5 -8558.35 26382.4 89348.1 2022.24 -25462.9 1176.41 -11429.7 -764.86 31220.2 74017.8 13263.9 39327.7 90659.2 2254.91 -28606.6 -29850.7 -15991.2 -50401
internal_weight=0 338046 183323 154723 21401 9833 1528 643 189 129 49 8305 4645 155 47 3660 454 11568 885 546 143 66 1046 186 78 108 339 432 258 174
internal_count=4318164 338046 183323 154723 21401 9833 1528 643 189 129 49 8305 4645 155 47 3660 454 11568 885 546 143 66 1046 186 78 108 339 432 258 174
is_linear=0
shrinkage=0.1


Tree=3467
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 0 0 5 0 5 5 3 5 0 3 5 4 5 5 1 0 0 5 5 0 0 0 2 2 5
split_gain=4.70789e+11 1.10574e+13 1.94046e+13 2.86304e+13 2.88048e+13 1.85755e+13 2.64405e+13 1.71979e+13 1.51765e+13 1.30428e+13 1.08047e+13 1.00652e+13 1.15516e+13 1.03729e+13 1.59838e+13 9.90612e+12 1.59776e+13 1.51266e+13 8.87379e+12 8.80254e+12 1.36764e+13 2.55267e+13 2.39491e+13 1.58748e+13 1.24096e+13 1.21239e+13 3.2894e+13 4.92377e+13 3.79854e+13 1.16347e+14
threshold=41.950906500000009 41.900971000000006 44.893607100000004 8.5000000000000018 67.990000000000023 45.254062050000009 45.073740550000004 123.15000000000002 45.03656895000001 95.020000000000024 41.365000000000002 4.5000000000000009 69.015000000000015 45.063245200000004 5.5000000000000009 57.005000000000003 1.5000000000000002 44.905000000000008 71.715000000000018 42.09605220000001 50.973130900000008 45.067452850000002 51.405000000000008 94.040000000000006 55.591389050000011 45.03656895000001 44.580511600000001 10.500000000000002 8.5000000000000018 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 15 6 11 -6 -9 -3 -8 12 -4 -13 -15 17 -17 -5 -16 20 21 25 -23 -24 -22 26 -2 28 -28 -30
right_child=19 2 3 4 7 -7 10 8 -10 -11 -12 13 -14 14 18 16 -18 -19 -20 -21 24 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-13.309937852028865 6614.0025991578896 -11898.808210742369 9888.3694135056012 481.34949061197096 -10970.899156210624 -34742.651384691926 20484.098786272323 -22931.931268780048 -109635.30582386366 -69778.84418457032 65589.324189743187 470.00805725246067 43514.853544391961 42902.979697753908 11652.124814031155 -26987.901454640862 9061.9281216154177 -9422.9236472023003 -48604.799810267861 15.338270378779974 17966.007426114447 -403.94733871252203 -19640.698265899242 -91601.401464843759 -40594.964537931752 6859.2397660095394 -8068.2461671088868 26922.953153130315 918.55493342701982 -141614.30791903409
leaf_weight=2076703 3991 1459 491 5034 2959 106 112 52 33 40 101 2262 129 150 81 134 1490 2223 35 2209012 758 1322 730 32 38 5631 2432 372 164 88
leaf_count=2076703 3991 1459 491 5034 2959 106 112 52 33 40 101 2262 129 150 81 134 1490 2223 35 2209012 758 1322 730 32 38 5631 2432 372 164 88
internal_value=0 -34.0362 -2582.27 -1524.53 -3850.02 6474.15 7774.06 -12244.8 -56593.2 -13443.3 41872 5466.92 16884.8 2666.64 21346.2 -972.655 6087.37 -2552.58 -6528.84 32.0322 2402.33 1713.85 -8542.69 -22662.7 15170.4 3399.81 635.509 -7172.14 -11897.7 -48854.8
internal_weight=0 2.09359e+06 16891 15392 11925 3467 3361 3044 85 1499 213 3148 620 2528 266 8881 1624 7257 116 2.22457e+06 15558 14762 2084 762 796 12678 7047 3056 2684 252
internal_count=4318164 2093594 16891 15392 11925 3467 3361 3044 85 1499 213 3148 620 2528 266 8881 1624 7257 116 2224570 15558 14762 2084 762 796 12678 7047 3056 2684 252
is_linear=0
shrinkage=0.1


Tree=3468
num_leaves=31
num_cat=0
split_feature=1 4 1 3 4 5 5 5 4 5 5 0 5 0 4 5 2 5 2 0 1 0 2 2 5 0 0 1 0 3
split_gain=4.56968e+11 4.95262e+12 4.85187e+12 1.09689e+13 1.76955e+13 2.51763e+13 5.69328e+13 2.68002e+13 2.46035e+13 5.97144e+13 4.19309e+13 4.32811e+13 3.54096e+13 2.95137e+13 4.71314e+13 2.69779e+13 3.40745e+13 2.34513e+13 2.26069e+13 2.24045e+13 2.23454e+13 1.96008e+13 3.24274e+13 2.90555e+13 1.81808e+13 1.51867e+13 5.91751e+13 5.86752e+13 1.22956e+14 7.888e+13
threshold=30.259484550000003 5.5000000000000009 30.305955500000003 4.5000000000000009 4.5000000000000009 125.85000000000001 120.05000000000001 137.05000000000004 2.5000000000000004 75.015000000000015 88.015000000000015 59.932719750000011 73.995000000000019 59.950068600000009 3.5000000000000004 58.605000000000011 1.5000000000000002 47.415000000000006 2.5000000000000004 60.017447350000005 30.278357500000002 59.916647550000008 3.5000000000000004 1.5000000000000002 103.45000000000002 59.950068600000009 59.932719750000011 30.278357500000002 59.939091550000008 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -7 15 12 -11 24 20 14 -13 17 -17 -2 -9 -15 -10 -22 23 -23 -12 26 -5 -28 29 -29
right_child=2 -3 -4 25 -6 7 -8 18 9 10 11 13 -14 19 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=168.5293744383402 -2590.6155621226244 36275.02115028783 3.8363671155704289 -1242.7733612304683 -32145.832504882816 126162.21728515625 -125171.57679924244 -56801.647200520842 2157.702416723901 -28795.48935900972 -50403.334560032898 24227.217997349333 151022.78249080884 -7467.4010821368247 187193.99149305557 -83943.390028782902 -9006.5857822557628 32424.493284324366 79074.318181640629 87836.872571790547 724.6220083841464 34734.500834037164 4802.2894985465118 143266.79198690879 32219.580506859755 -160.69721836063366 -28579.210449003785 -17112.164023437501 49993.550694642807 -243545.35364062502
leaf_weight=138917 656 38 4145141 8469 120 36 33 24 91 262 76 35 34 74 36 76 301 270 25 37 41 37 43 74 41 21269 1590 40 253 25
leaf_count=138917 656 38 4145141 8469 120 36 33 24 91 262 76 35 34 74 36 76 301 270 25 37 41 37 43 74 41 21269 1590 40 253 25
internal_value=0 178.403 -5.93176 -1194.44 5291.61 7243.17 5195.46 60652.4 7165.29 20073.2 410.417 26002.2 54544.5 56507.2 106858 -1562.17 -24113.2 7618.97 12522.8 24300.7 43075.1 62169.9 78528.7 107089 -21450 -1690.85 -4827.09 -20736.7 18475.6 -104202
internal_weight=0 138955 4.17921e+06 34068 2422 2302 2217 85 2184 881 561 299 320 182 71 1303 377 926 49 111 286 195 154 111 117 31646 10377 1908 318 65
internal_count=4318164 138955 4179209 34068 2422 2302 2217 85 2184 881 561 299 320 182 71 1303 377 926 49 111 286 195 154 111 117 31646 10377 1908 318 65
is_linear=0
shrinkage=0.1


Tree=3469
num_leaves=31
num_cat=0
split_feature=4 5 3 0 0 3 2 5 6 3 0 3 0 1 3 3 3 5 5 5 0 5 3 0 3 0 0 5 5 3
split_gain=4.6293e+11 4.45489e+12 4.41506e+12 5.21857e+12 4.60876e+12 4.15849e+12 7.91267e+12 1.26938e+13 5.82831e+12 3.97927e+12 7.5468e+12 3.85435e+12 3.73537e+12 1.09818e+13 1.63255e+13 1.21767e+13 1.16066e+13 1.90195e+13 8.77717e+12 3.82755e+13 1.54759e+13 1.97832e+13 3.28887e+13 1.87086e+13 8.23161e+12 8.03655e+12 1.01707e+13 6.96824e+12 2.05236e+13 6.57128e+12
threshold=-1.0000000180025095e-35 13.050000000000002 12.500000000000002 55.719391050000006 55.745923000000012 36.500000000000007 21.500000000000004 29.610000000000003 1.5000000000000002 16.500000000000004 55.734663800000007 11.500000000000002 59.834458500000004 36.761894450000007 18.500000000000004 3.5000000000000004 4.5000000000000009 41.365000000000002 71.715000000000018 67.990000000000023 60.035045000000004 82.00500000000001 5.5000000000000009 59.932719750000011 26.500000000000004 58.242297500000006 55.002082750000007 56.835000000000008 60.005000000000003 27.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 12 7 8 -7 10 -4 -1 13 14 15 25 17 -17 19 24 21 -20 23 -23 27 26 -3 -14 -29 -26
right_child=-2 5 9 4 -6 6 -8 -9 -10 -11 -12 -13 18 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 29 -27 -28 28 -30 -31
leaf_value=236.55404734607311 -8.0175392230463363 -30740.672740436421 -37496.716164583151 -19895.533934607873 -3833.8113046655158 -40472.433239746097 18988.412212171053 -101109.1473277699 23269.250796274038 -2138.5539280523258 -4168.2824344308037 15104.750106189322 -1282.6016101235418 215.80024977560458 -5272.3219746500654 22916.372458786485 8491.3766733861758 124639.64750000002 -130582.44457775299 137342.61281250001 35771.834350585938 -135435.5784761869 45156.901416015629 -15471.967367788464 21505.799593689393 -73736.175062499999 49113.132302024147 -97968.723114224151 7775.465093750001 -460.23246816781852
leaf_weight=1135 4073891 58 132 208 1266 32 38 22 26 215 140 206 19535 216467 1050 227 2659 20 21 20 32 26 40 26 286 25 22 29 50 260
leaf_count=1135 4073891 58 132 208 1266 32 38 22 26 215 140 206 19535 216467 1050 227 2659 20 21 20 32 26 40 26 286 25 22 29 50 260
internal_value=0 133.713 -3514.45 -1993.54 -6100.32 183.704 -18584.4 -36431.5 -11898.6 -12305.8 -20342.4 2520.56 192.899 312.456 5464.56 9208.74 10417.5 31153.1 -1104.3 -928.151 -25619.7 -43004.9 -23014.3 -75453.8 -1065.32 -24246.4 -8780.88 -1402.46 -31042 11045.8
internal_weight=0 244273 3302 2815 1474 240971 118 80 58 487 272 1341 240853 220528 4061 3011 2906 247 20325 20180 145 113 92 52 20160 105 80 19614 79 546
internal_count=4318164 244273 3302 2815 1474 240971 118 80 58 487 272 1341 240853 220528 4061 3011 2906 247 20325 20180 145 113 92 52 20160 105 80 19614 79 546
is_linear=0
shrinkage=0.1


Tree=3470
num_leaves=31
num_cat=0
split_feature=5 3 4 2 0 0 0 2 1 1 3 4 0 0 0 1 0 1 6 3 1 1 1 4 1 1 1 3 0 1
split_gain=4.92457e+11 2.39903e+12 6.15103e+12 2.73924e+12 7.77086e+12 2.18253e+13 1.22444e+13 1.04494e+13 9.43386e+12 6.49761e+12 3.93765e+12 6.72676e+12 1.01177e+13 1.82427e+13 1.36026e+13 1.10171e+13 9.96394e+12 8.44585e+12 7.22504e+12 8.26762e+12 4.57536e+12 1.07602e+13 7.65138e+12 7.43227e+12 7.01819e+12 6.2798e+12 4.37916e+12 4.29103e+12 4.16105e+12 3.65965e+12
threshold=18.050000000000004 25.500000000000004 1.0000000180025095e-35 5.5000000000000009 59.963407450000012 60.017447350000005 59.932719750000011 7.5000000000000009 30.370618100000005 30.278357500000002 16.500000000000004 1.5000000000000002 55.762622900000004 55.628356700000005 55.91302515000001 39.694727950000008 45.053747000000008 38.959914000000005 1.5000000000000002 18.500000000000004 38.096381250000007 37.533784800000006 37.559851850000008 1.5000000000000002 37.214886200000009 38.984911950000004 37.914142000000005 15.500000000000002 55.07108800000001 82.871296800000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 29 6 8 10 -7 -6 -9 20 17 13 15 -14 16 -13 18 -12 -20 21 23 -23 -5 -25 27 -24 28 -22 -1
right_child=-2 2 -4 4 5 7 -8 9 -10 -11 11 12 14 -15 -16 -17 -18 -19 19 -21 25 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=1171.0569402039794 -2.9204568386262615 -5949.1626342773443 63701.811383928572 28229.743331068843 131504.12704101563 38311.456184895833 -71375.837665264422 11311.726684570312 35539.330171130954 -55150.554594983558 -7626.5370781250012 17534.036757812501 -97588.596348741325 64095.736211993244 -1210.1747192382813 31694.323977864588 -67012.085373322872 4333.9639608226107 28655.411691497095 100972.41009375 -3663.6021585131452 -84945.190608723962 -14808.07364988327 -56665.808733258935 9691.5886929898661 -3679.0359173736842 -57828.034095052084 54389.764512852271 47736.159858630956 -2062.9675897043198
leaf_weight=24010 4286109 32 21 69 20 36 26 24 21 38 25 20 27 37 32 30 46 340 43 25 63 24 112 28 37 2694 30 28 21 4096
leaf_count=24010 4286109 32 21 69 20 36 26 24 21 38 25 20 27 37 32 30 46 340 43 25 63 24 112 28 37 2694 30 28 21 4096
internal_value=0 390.498 21648.4 355.292 -2129.65 21089.1 -2988.69 -4541.09 82351.4 -29423.2 -2512.12 4730.01 -10849.6 4439.83 -45315.6 -18552.6 -41392 11638.3 38342.3 55242.5 -3969.41 -15707.4 -32723.1 5371.63 -18893.1 -2714.45 -23896.8 20487.2 9186.34 699.75
internal_weight=0 32055 53 32002 3896 139 3757 98 41 62 3731 625 192 133 59 96 66 433 93 68 3106 300 166 134 65 2806 142 112 84 28106
internal_count=4318164 32055 53 32002 3896 139 3757 98 41 62 3731 625 192 133 59 96 66 433 93 68 3106 300 166 134 65 2806 142 112 84 28106
is_linear=0
shrinkage=0.1


Tree=3471
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 5 3 5 5 4 0 1 1 1 2 3 4 3 3 3 5 5 3 1 5 3 1 5 2 2
split_gain=4.4695e+11 8.78456e+12 4.72027e+13 1.67269e+13 2.68576e+13 1.98131e+13 1.97319e+13 1.45038e+13 9.83177e+12 7.9033e+12 1.41605e+13 8.9743e+13 3.29858e+13 5.59917e+13 6.62563e+13 3.96548e+13 3.40315e+13 4.74015e+13 3.20998e+13 5.04202e+13 3.12446e+13 3.01225e+13 3.00485e+13 7.40585e+13 8.2887e+13 6.77231e+13 7.40518e+13 6.24275e+13 4.67345e+13 4.54546e+13
threshold=43.642715500000008 39.694727950000008 75.750000000000014 26.005000000000006 37.995000000000012 50.805000000000007 6.5000000000000009 57.995000000000012 34.010000000000012 2.5000000000000004 43.592450450000008 39.753614400000011 39.753614400000011 39.767857750000005 8.5000000000000018 3.5000000000000004 3.5000000000000004 7.5000000000000009 21.500000000000004 22.500000000000004 80.00500000000001 99.555000000000021 8.5000000000000018 39.718803500000007 123.15000000000002 6.5000000000000009 39.726951800000002 82.00500000000001 2.5000000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -7 -8 -3 12 22 18 14 15 -14 -17 -18 -11 -20 -21 -22 23 24 -12 26 -25 -28 -26 -24
right_child=-2 9 -4 4 5 7 8 -9 -10 10 11 -13 13 -15 -16 16 17 -19 19 20 21 -23 29 25 28 -27 27 -29 -30 -31
leaf_value=-44059.574652099611 4.9004433107537073 -777.18990520014904 -123154.97406994049 169986.52826086956 -29491.481468344638 123984.99765625001 8420.0894176136371 19243.474238782052 102960.92215909091 -14736.386033881241 -32328.495750777489 -33763.600604288295 133994.58713541666 929.8004137878861 151901.68148777174 -3086.3776052734374 135065.72571180557 -49959.767968750006 102138.41200856856 -118787.06086309525 98152.96416330646 -17002.433396139706 37571.492932707508 47648.91521744831 149775.60993589743 121674.74144767993 10919.521522749408 -71595.984562508005 13520.256216989437 -12275.618784726899
leaf_weight=24 4220249 73175 21 23 53 20 22 39 22 2068 623 455 30 18597 46 250 45 20 62 21 31 85 865 419 39 66 369 122 71 232
leaf_count=24 4220249 73175 21 23 53 20 22 39 22 2068 623 455 30 18597 46 250 45 20 62 21 31 85 865 419 39 66 369 122 71 232
internal_value=0 -211.215 19569.4 34333.9 44844.8 14885.2 94926.5 54749.1 55690.5 -256.571 1297.37 7433.15 355.997 1717.19 39167.5 24136.2 13673.5 78134.8 -11045.1 27314.5 -6547.4 13771.9 14113.3 5822.44 -18198.5 23862.7 16768.7 -9583.31 61829 27029.5
internal_weight=0 97915 224 203 179 112 67 59 44 97691 24516 3261 21255 18988 391 345 315 65 2267 199 137 116 2806 1709 733 976 910 491 110 1097
internal_count=4318164 97915 224 203 179 112 67 59 44 97691 24516 3261 21255 18988 391 345 315 65 2267 199 137 116 2806 1709 733 976 910 491 110 1097
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 2 3 2 1 2 0 1 1 0 5 4 1 1 0 5 1 1 1 6 5 3 0 5 3 1
split_gain=4.64828e+11 3.85747e+12 9.79979e+12 1.64793e+13 3.15368e+13 4.11096e+13 2.36754e+13 2.08105e+13 4.92633e+13 2.9219e+13 2.48316e+13 1.3227e+13 1.16579e+13 1.27059e+13 1.13084e+13 1.08423e+13 3.82439e+13 6.50472e+13 4.75746e+13 8.08813e+13 4.68744e+13 4.80766e+13 4.43643e+13 4.43437e+13 6.61468e+13 5.17391e+13 5.36096e+13 4.37293e+13 5.54045e+13 4.27576e+13
threshold=10.500000000000002 60.005000000000003 60.610000000000007 37.342273500000012 37.752451500000006 6.5000000000000009 9.5000000000000018 1.5000000000000002 37.516458750000005 5.5000000000000009 55.784980300000008 37.642309100000013 37.620907050000007 55.851332700000007 60.310000000000009 2.5000000000000004 82.958618050000013 82.837870700000011 54.970187400000007 71.00500000000001 65.58467570000002 65.520339550000017 60.695889550000011 1.5000000000000002 77.715000000000018 8.5000000000000018 43.592450450000008 62.710000000000008 9.5000000000000018 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 12 8 -5 11 -10 -9 13 14 -7 16 17 20 -19 27 21 22 23 -4 25 29 -27 28 -20 -25
right_child=-2 2 15 4 -6 6 -8 9 10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-44.423569170198768 -42.141049928673958 -5481.575608543114 -1257.9014489706447 -35867.686607142859 3648.0441527743315 -47875.219221443971 57228.244692095592 36622.487181821074 205288.53041666668 115609.55238381411 68819.933512369797 -14717.682370923914 7685.471769425676 641.49008152173917 -142952.05632102274 -58.032802021069884 -1498.85614533905 -1629.3790813974508 -15301.984407985359 5084.8618808658211 -10423.10808122169 14479.831937659885 -6071.0062969218961 -9212.4520511201154 -2625.800719028427 -10868.047238301708 8848.1700865519633 43063.986665235978 59794.043925227168 3101.7347059564772
leaf_weight=2004566 1629650 1728 33367 21 7517 29 34 184 30 39 24 69 37 23 22 493011 50242 1718 324 2121 3335 2828 7666 3098 16046 1456 26111 1339 141 31388
leaf_count=2004566 1629650 1728 33367 21 7517 29 34 184 30 39 24 69 37 23 22 493011 50242 1718 324 2121 3335 2828 7666 3098 16046 1456 26111 1339 141 31388
internal_value=0 25.5439 230.61 3377.13 5283.7 29297.8 -15782.4 47108.7 94094.8 35040.4 144636 22620.6 -38146 -61061.8 -88888.8 185.073 846.591 1746.56 12249.1 18323.8 1273.55 1593.39 1287.49 1793.57 3097.28 4577.18 7806.82 33889 7469.07 1995.51
internal_weight=0 2.68851e+06 683948 9757 8029 512 145 367 75 292 54 253 111 74 51 674191 181180 130938 5643 3925 125295 121960 119132 111466 78099 62053 27567 1804 465 34486
internal_count=4318164 2688514 683948 9757 8029 512 145 367 75 292 54 253 111 74 51 674191 181180 130938 5643 3925 125295 121960 119132 111466 78099 62053 27567 1804 465 34486
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=31
num_cat=0
split_feature=0 1 6 5 5 4 5 5 5 5 2 2 5 5 5 2 6 1 3 3 3 5 5 5 5 5 2 2 0 2
split_gain=5.27084e+11 2.12201e+12 4.07883e+12 7.40487e+12 6.86264e+12 5.87182e+12 9.4162e+12 5.29865e+12 3.97698e+12 5.71774e+12 3.7669e+12 3.45674e+12 3.23489e+12 2.59345e+12 2.52605e+12 2.24052e+12 2.20099e+12 2.38724e+13 1.89255e+13 1.78942e+13 2.3173e+13 1.75008e+13 1.39742e+13 1.7874e+13 1.14039e+13 2.09747e+13 1.70303e+13 1.07429e+13 1.21599e+13 1.06034e+13
threshold=43.056445700000005 44.660994650000006 1.5000000000000002 137.05000000000004 116.06000000000002 3.5000000000000004 95.020000000000024 91.050000000000011 109.05000000000001 102.01000000000001 3.5000000000000004 7.5000000000000009 86.810000000000016 105.35000000000001 51.815000000000005 3.5000000000000004 1.5000000000000002 47.282206100000003 11.500000000000002 10.500000000000002 12.500000000000002 137.05000000000004 150.04500000000004 110.05000000000001 93.00500000000001 80.00500000000001 10.500000000000002 3.5000000000000004 42.966471700000007 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 7 10 9 11 12 -4 -1 -8 -13 -15 17 18 21 -18 22 -3 23 24 25 -21 27 -26 -29 -27
right_child=-2 16 3 -5 -6 -7 13 -9 -10 -11 -12 14 -14 15 -16 -17 19 -19 -20 20 -22 -23 -24 -25 26 29 -28 28 -30 -31
leaf_value=-4072.284000516529 -3.0288340626114065 16246.621022690284 -2778.9933603640211 -51138.766335227272 39289.475211148652 38554.76320057745 -38280.816063596489 54792.52734375 -48515.089062500003 47008.158895596593 13066.607705263548 -1953.3553689604826 32442.1667179988 13083.90775462963 -21511.803599614683 -21986.213714436122 133.24732514841446 -1863.1306316472096 91764.7341733871 24326.150350366457 -1704.7159884681814 -37267.505027817235 92323.542750000008 -16903.452382812502 85276.673387096787 42225.625899776336 132079.83320312502 45783.738981370196 -22762.76995367006 -21283.042681038038
leaf_weight=363 4285952 825 2062 33 37 46 57 22 20 22 316 103 26 27 184 56 15583 9976 31 792 1037 66 25 140 31 31 20 65 43 173
leaf_count=363 4285952 825 2062 33 37 46 57 22 20 22 316 103 26 27 184 56 15583 9976 31 792 1037 66 25 140 31 31 20 65 43 173
internal_value=0 403 -1969.87 -4087.62 -3448.13 3738.54 1891.32 6464.57 -4109.48 -3734.91 4956.46 -4210.15 -1631.73 -21856.9 -14492.6 -10577.9 680.622 -440.271 14955 1361.53 9482.17 12282.6 18270.7 16841.1 20931.3 16961.2 45800.7 33386.5 18492.1 -11632.2
internal_weight=0 32212 3374 2461 2428 913 867 727 2391 2371 705 2349 389 140 287 83 28838 10898 922 17940 2357 891 1320 1295 1155 996 159 139 108 204
internal_count=4318164 32212 3374 2461 2428 913 867 727 2391 2371 705 2349 389 140 287 83 28838 10898 922 17940 2357 891 1320 1295 1155 996 159 139 108 204
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=31
num_cat=0
split_feature=5 5 1 0 3 0 5 1 3 3 0 3 0 1 3 5 0 0 0 0 0 1 0 3 1 5 0 1 5 2
split_gain=4.9302e+11 5.38919e+12 9.96114e+12 8.1252e+12 1.66073e+13 1.57402e+13 6.79805e+12 9.36622e+12 9.50987e+12 7.58024e+12 6.44687e+12 1.71044e+13 1.39422e+13 1.53315e+13 2.38961e+13 1.19605e+13 1.03858e+13 9.00203e+12 9.1727e+12 8.61471e+12 8.18413e+12 1.33083e+13 8.15222e+12 1.11959e+13 9.59262e+12 1.1574e+13 8.24564e+12 2.77754e+13 7.99632e+12 8.30364e+12
threshold=33.57500000000001 32.475000000000001 38.422276900000007 55.719391050000006 5.5000000000000009 55.86787755000001 32.355000000000011 30.346469350000003 12.500000000000002 9.5000000000000018 55.020029900000004 11.500000000000002 55.034903650000011 82.926290250000008 9.5000000000000018 32.910000000000004 55.017213950000006 55.07108800000001 55.078308950000007 55.110554300000004 55.014086100000007 83.001620750000015 54.943649450000002 12.500000000000002 82.784560750000011 32.910000000000004 54.940316550000006 82.961358250000018 32.910000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 10 -5 -6 -1 8 -8 -9 16 12 13 14 -12 -15 20 -14 -19 -13 22 -22 26 -24 -25 -26 -4 -28 -16 -30
right_child=-2 2 3 4 5 -7 7 9 -10 -11 11 19 17 15 28 -17 -18 18 -20 -21 21 -23 23 24 25 -27 27 -29 29 -31
leaf_value=24.67069601728506 -13.690945738688516 -824.7371343375213 950.69288838287548 -248.96897125964983 12189.218749468633 3524.1387727055098 -7076.3310934919646 4425.9873543586828 -42559.350711367551 -2235.69998848961 -4299.3282266152873 17542.083487178097 8481.9278389571555 -12371.436781204393 -13928.116324869792 -609.36220399485853 11627.418512213721 -21448.395198052182 -677.96265187208223 -1476.8690369813339 50615.943743605843 -6258.6002052890508 5444.255370228314 -32824.918993340165 -20463.302437110215 7005.0140200608557 29458.266309071125 -12910.66131466624 -97729.419831730775 -29913.943210937505
leaf_weight=489477 3709212 28523 24249 9605 2596 10892 246 1895 109 17319 148 675 1078 1531 24 1986 949 221 5608 368 42 2014 7183 122 233 449 179 1141 65 25
leaf_count=489477 3709212 28523 24249 9605 2596 10892 246 1895 109 17319 148 675 1078 1531 24 1986 949 221 5608 368 42 2014 7183 122 233 449 179 1141 65 25
internal_value=0 83.3935 754.904 1386.09 2928.89 5191.88 -48.3981 -1876.06 -17971.1 -1578.68 648.305 -1391.67 -2584.72 -7468.03 -30804.7 -5729.56 1302.74 87.0723 -1465.45 10831.7 1027.61 -5096.77 1402.85 4191.65 -6999.18 -2379.32 531.711 -7165.18 -65215.2 -78891.8
internal_weight=0 608952 99906 71383 23093 13488 509046 19569 355 19214 48290 11729 10686 3779 262 3517 36561 6907 5829 1043 35612 2056 33556 7987 804 682 25569 1320 114 90
internal_count=4318164 608952 99906 71383 23093 13488 509046 19569 355 19214 48290 11729 10686 3779 262 3517 36561 6907 5829 1043 35612 2056 33556 7987 804 682 25569 1320 114 90
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=31
num_cat=0
split_feature=5 6 5 0 4 0 3 2 2 2 3 3 1 3 2 1 4 5 5 1 1 4 0 1 0 1 0 2 0 5
split_gain=4.87041e+11 5.8244e+12 9.1318e+12 1.61222e+13 3.61276e+13 2.55247e+13 5.54752e+13 2.07736e+13 2.37543e+13 3.12964e+13 2.88935e+13 2.35026e+13 2.3353e+13 2.71243e+13 3.29122e+13 4.2441e+13 5.0421e+13 3.37313e+13 2.27461e+13 4.05928e+13 2.13588e+13 2.06007e+13 2.08858e+13 2.05717e+13 1.9229e+13 3.06466e+13 2.24396e+13 3.51665e+13 1.88098e+13 3.86207e+13
threshold=81.910000000000011 1.5000000000000002 87.00500000000001 45.005863250000004 1.0000000180025095e-35 45.053747000000008 5.5000000000000009 10.500000000000002 5.5000000000000009 2.5000000000000004 23.500000000000004 15.500000000000002 38.969379750000009 18.500000000000004 14.500000000000002 39.110397700000007 2.5000000000000004 84.030000000000015 85.020000000000024 39.007683500000006 39.071052600000009 2.5000000000000004 45.03656895000001 38.969379750000009 45.067452850000002 39.011252750000004 45.055827000000008 5.5000000000000009 45.040161900000008 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 28 8 9 18 -10 -11 -9 14 -14 16 -16 -18 -8 -20 21 -13 -23 -12 25 26 27 -7 -5 -30
right_child=1 2 -4 5 -6 24 7 12 10 11 23 20 13 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-10.46631829028833 -432.48878929607127 -117336.27705121723 38.83197568330479 33946.288014003214 -3421.9083033768329 132178.82378216911 -35571.008798672287 43495.55196202005 -7021.9300813558257 2848.9276606873009 -131627.09131155303 31428.078444602274 6446.7434704541211 -16284.159788034924 -1413.1707143930289 -36473.153335336538 73754.270535714284 240169.54337284481 -58829.990816695608 103373.97314453125 -25957.177213541669 148572.86034628379 54455.862229567312 -20792.366636029416 1730.1131643886417 -22546.725206114927 -753.0385556681772 -2572.2737065972224 195114.2529296875 48113.570039062499
leaf_weight=3935898 131110 28 187603 280 4897 34 188 258 801 274 33 165 251 268 26 26 21 29 27 36 39 37 65 34 54042 843 712 45 24 70
leaf_count=3935898 131110 28 187603 280 4897 34 188 258 801 274 33 165 251 268 26 26 21 29 27 36 39 37 65 34 54042 843 712 45 24 70
internal_value=0 107.764 389.79 1425.79 -4069.54 1887.42 10949 5727.61 -729.112 11355.5 -12298.6 24122 18207.7 7701.59 25911.7 73810.9 111540 170275 -18144.6 33858 43170.4 53267.6 88596.3 -75382.6 1406.96 -9280.74 4857.35 55421.9 46940.2 85645.7
internal_weight=0 382266 251156 63553 4925 58628 2952 2578 1699 831 868 580 879 621 353 102 76 50 251 63 306 267 102 67 55676 1634 791 79 374 94
internal_count=4318164 382266 251156 63553 4925 58628 2952 2578 1699 831 868 580 879 621 353 102 76 50 251 63 306 267 102 67 55676 1634 791 79 374 94
is_linear=0
shrinkage=0.1


Tree=3476
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 3 0 5 3 2 5 3 3 0 2 5 5 2 0 5 0 3 2 5 0 0 2 0 0 3
split_gain=4.89016e+11 1.06766e+13 1.32802e+14 2.63398e+13 6.96016e+13 7.02226e+13 3.13129e+13 2.70042e+13 3.07019e+13 4.06967e+13 4.14449e+13 2.15783e+13 6.5948e+13 2.67206e+13 1.90351e+13 1.76207e+13 1.71642e+13 1.85549e+13 1.61097e+13 1.59409e+13 1.69328e+13 1.59369e+13 1.58686e+13 1.87282e+13 5.17287e+13 3.74025e+13 1.53529e+13 1.45739e+13 1.3873e+13 3.04957e+13
threshold=60.648383500000008 60.628582700000003 56.758269450000007 1.5000000000000002 56.802385350000009 10.500000000000002 56.819808050000006 63.145000000000003 32.500000000000007 22.500000000000004 128.92000000000004 25.500000000000004 26.500000000000004 56.876792350000009 11.500000000000002 80.815000000000012 75.015000000000015 11.500000000000002 57.265292900000006 63.005000000000003 56.791364150000007 8.5000000000000018 8.5000000000000018 109.05000000000001 56.831297550000009 56.852744000000008 10.500000000000002 56.863241500000008 56.802385350000009 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 4 19 6 -6 14 9 10 -9 13 16 22 -7 18 -13 -18 -15 -4 26 -3 23 27 28 -26 -21 -5 29 -25
right_child=-2 2 3 11 5 7 -8 8 -10 -11 -12 12 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-8.4059206541278115 49.888673691915486 -52403.160672237202 -2259.9260004833986 -2430.3708996340874 173499.76279560814 -7376.4583156141107 55362.389905427633 26535.57053895366 -1106.3052530005671 159445.75504807694 144903.108406313 -39615.555076024873 3854.0747813565017 -10196.073959700399 21247.073281641744 -68039.259137834815 -154309.32677083334 -55197.457642080277 -98257.519866071438 -22298.880260917471 -46252.38582710598 -102950.6723985787 7727.4098854238764 -77716.161310369323 106052.79674161586 -30742.455531350162 31992.731670504898 13884.497974261723 -74370.901273415308 70431.338289388033
leaf_weight=2951033 1350371 251 625 7289 37 695 57 646 310 26 31 279 541 1928 349 56 30 51 21 234 230 83 2063 33 41 39 67 592 132 24
leaf_count=2951033 1350371 251 625 7289 37 695 57 646 310 26 31 279 541 1928 349 56 30 51 21 234 230 83 2063 33 41 39 67 592 132 24
internal_value=0 -22.6998 -2539.5 -1270.18 6705.6 17340.9 101863 13478.5 25110.2 36670.8 31955.6 -3280.69 -18215.4 -2179.36 2192.14 -12734 -51380.8 -91905.6 -11144.9 -13083.8 -25823.9 -64964.4 -107.288 -2090.48 -28037.3 39365.1 -10214 -1204.84 -56567.4 -15338.3
internal_weight=0 2.96779e+06 16760 16426 3307 2151 94 2057 1013 703 677 13119 901 12218 1044 2005 360 81 1949 1156 531 334 10213 8150 269 80 301 7881 189 57
internal_count=4318164 2967793 16760 16426 3307 2151 94 2057 1013 703 677 13119 901 12218 1044 2005 360 81 1949 1156 531 334 10213 8150 269 80 301 7881 189 57
is_linear=0
shrinkage=0.1


Tree=3477
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 2 5 5 3 3 5 0 5 3 4 3 6 6 1 3 5 5 0 1 3 1 5 1 3 3
split_gain=4.80754e+11 4.62212e+12 3.0336e+13 3.04782e+13 7.47274e+13 3.7037e+13 5.45466e+13 5.05528e+13 2.97285e+13 2.79166e+13 3.64178e+13 4.15402e+13 4.21536e+13 4.19307e+13 3.85091e+13 3.79535e+13 3.57276e+13 3.37341e+13 3.00052e+13 3.87252e+13 2.74194e+13 2.68262e+13 2.57547e+13 5.25786e+13 6.58092e+13 9.17916e+13 8.5009e+13 1.35769e+14 1.63554e+14 4.62215e+13
threshold=30.259484550000003 60.029906750000002 60.003414000000006 23.500000000000004 60.017447350000005 7.5000000000000009 73.995000000000019 68.52500000000002 24.500000000000004 9.5000000000000018 70.00500000000001 60.017447350000005 47.815000000000005 18.500000000000004 2.5000000000000004 14.500000000000002 1.5000000000000002 1.5000000000000002 30.243224600000001 18.500000000000004 88.015000000000015 69.610000000000014 59.990816400000007 30.102666750000001 6.5000000000000009 30.160599000000001 49.010000000000012 30.160599000000001 5.5000000000000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 9 5 20 7 8 -7 -4 11 12 -11 21 -13 -12 18 -15 -17 -20 -5 -14 -1 -24 26 -26 -25 28 -28 -27
right_child=-2 -3 3 4 -6 6 -8 -9 -10 10 15 14 13 17 -16 16 -18 -19 19 -21 -22 -23 23 24 25 29 27 -29 -30 -31
leaf_value=89.888611773275841 -6.0841759529454 1330.1075675034831 4280.3177180294251 1968.8654284293939 -7558.458600760915 40137.756706436827 77545.613871113383 -133866.64895833333 1859.3519417586733 -4028.4584957315465 -41783.55538896277 -168.4207871672395 -26283.441506230094 -110488.57725561525 55731.955659310152 21597.724599358975 1066.7405271047871 4816.3138327205879 -48937.633883272065 -192782.71354166669 -97547.903749999998 33326.449735363618 -29902.746071502261 -25111.102010758201 -49235.989153755567 -20507.228512362024 100744.21356382979 -16496.448308771309 426181.1619565218 14375.273475287569
leaf_weight=93453 4179209 28038 1422 359 2741 460 199 21 363 1584 705 2079 1111 100 131 39 613 34 85 24 30 81 355 61 267 419 47 44 23 4067
leaf_count=93453 4179209 28038 1422 359 2741 460 199 21 363 1584 705 2079 1111 100 131 39 613 34 85 24 30 81 355 61 267 419 47 44 23 4067
internal_value=0 182.988 -106.985 -4815.42 2113.91 20627.8 30449.4 19344.9 23254.3 -8426.32 -11169.8 -7190.8 -15040.4 -28195 3145.13 -25066.6 -9579.84 -81232.1 -53676.8 -80609.9 -5705.95 -22232.8 473.891 7266.66 9944.24 7726.85 70168.7 121152 207673 11117.2
internal_weight=0 138955 110917 12181 4173 1432 1043 844 823 8008 6586 5120 2910 1326 2210 1466 761 134 148 109 389 1192 98736 5283 4928 4753 175 114 70 4486
internal_count=4318164 138955 110917 12181 4173 1432 1043 844 823 8008 6586 5120 2910 1326 2210 1466 761 134 148 109 389 1192 98736 5283 4928 4753 175 114 70 4486
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=31
num_cat=0
split_feature=0 1 5 3 5 5 2 3 2 1 5 1 6 5 2 3 0 4 5 5 3 5 2 5 5 5 3 5 1 5
split_gain=4.74009e+11 2.106e+12 4.1803e+12 3.69357e+12 1.2945e+13 1.06732e+13 7.01363e+12 9.67585e+12 1.51003e+13 1.27975e+13 1.75805e+13 9.10488e+12 1.0326e+13 7.00214e+12 6.3424e+12 8.28145e+12 6.81957e+12 6.20756e+12 9.55441e+12 9.41442e+12 1.17818e+13 1.11076e+13 1.00095e+13 1.30766e+13 6.18041e+12 5.65573e+12 7.85322e+12 5.60009e+12 5.48719e+12 3.30874e+13
threshold=43.056445700000005 47.473138800000008 21.015000000000004 10.500000000000002 142.05000000000004 74.610000000000014 8.5000000000000018 8.5000000000000018 6.5000000000000009 44.660994650000006 116.06000000000002 44.660994650000006 1.5000000000000002 132.05000000000004 9.5000000000000018 11.500000000000002 42.966471700000007 1.0000000180025095e-35 142.05000000000004 107.05000000000001 9.5000000000000018 118.33500000000002 3.5000000000000004 118.33500000000002 116.06000000000002 51.815000000000005 11.500000000000002 64.805000000000021 45.148007750000012 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 25 7 8 -4 27 -11 12 -9 -8 15 -7 -17 -13 19 28 22 -22 -21 -24 -18 -5 -27 -10 29 -19
right_child=-2 -3 3 4 -6 14 13 11 9 10 -12 17 -14 -15 -16 16 24 18 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=19208.069818584681 -2.8722963498747376 962.11370256122427 -923.28827283679152 -9138.8997548784519 59170.717241379316 3564.2767160609146 -9658.3889747242647 21444.502286343963 -17121.272247869318 -29588.628701863247 -127297.02791193181 62834.899937855116 -7547.3581097234828 -66307.869565217392 160.05242555852521 12143.007291666669 -33508.198761876425 10898.562644146859 -36069.838819444449 105352.86118951613 -48630.772281250007 38136.127105034728 86032.345431385867 -19485.532568359376 -76716.978749999995 -12718.804970703126 23666.828899515087 55991.909531250007 4567.2909515527017 134961.18281250002
leaf_weight=104 4285952 21270 6725 280 29 69 425 148 22 113 22 22 723 23 114 27 192 329 45 31 25 36 23 24 40 90 174 20 1044 23
leaf_count=104 4285952 21270 6725 280 29 69 425 148 22 113 22 22 723 23 114 27 192 329 45 31 25 36 23 24 40 90 174 20 1044 23
internal_value=0 382.172 -745.17 -936.638 -6679.62 -8616.4 -343.222 240.899 -1682.12 -30513.4 -45511.5 5607.93 -2621.07 -12566.7 -20158.8 -27220.9 -35422.4 10082 9347.47 10678.9 35497.6 2575.92 61244 32150.9 -40958 761.845 11262.6 17694.5 8207.73 19004.9
internal_weight=0 32212 10942 10838 1015 986 9823 9375 6902 177 135 2473 871 448 442 328 259 1602 1580 1535 139 61 78 47 232 544 264 42 1396 352
internal_count=4318164 32212 10942 10838 1015 986 9823 9375 6902 177 135 2473 871 448 442 328 259 1602 1580 1535 139 61 78 47 232 544 264 42 1396 352
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=31
num_cat=0
split_feature=3 1 1 1 2 1 4 5 0 0 5 5 1 5 1 2 0 0 3 1 3 1 5 5 5 0 4 5 5 5
split_gain=4.73262e+11 3.94687e+12 4.00489e+12 4.75907e+12 4.1563e+12 4.13249e+12 4.34445e+12 9.98819e+12 3.90828e+12 1.461e+13 2.03545e+13 2.25727e+13 1.55971e+13 1.51079e+13 1.45271e+13 1.25353e+13 1.20852e+13 2.47263e+13 1.2033e+13 1.93555e+13 1.4929e+13 1.36871e+13 1.24541e+13 1.1355e+13 1.66757e+13 1.33271e+13 1.1769e+13 1.03553e+13 8.89504e+12 1.20544e+13
threshold=25.500000000000004 93.043229050000022 83.053286850000021 86.067573200000012 14.500000000000002 83.011163250000024 1.5000000000000002 37.75500000000001 59.916647550000008 59.834458500000004 91.050000000000011 97.050000000000011 30.451272450000005 69.610000000000014 30.207352000000004 1.5000000000000002 59.882016200000002 59.896318000000008 28.500000000000004 30.332994000000003 29.500000000000004 30.207352000000004 58.305000000000007 67.990000000000023 55.990000000000002 59.853570100000006 2.5000000000000004 39.505000000000003 79.010000000000005 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 7 -7 9 12 15 -12 13 -2 -10 -11 18 -18 19 21 -20 22 -17 24 27 -26 -25 -21 29 -19
right_child=1 -3 3 -5 -6 6 -8 -9 14 10 11 -13 -14 -15 -16 16 17 28 20 23 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-4.3861080726320774 -18228.525509105009 -44167.521572265628 12938.03654233871 2115.5663882748113 65606.349232219829 19747.596892578127 348.55773032583846 -56704.604484953714 -48926.402837101865 44642.937930181964 112739.1232685811 15426.239138292913 226.15650314146271 -106296.22381036932 -1454.1269326252084 -2072.0259894604951 -13716.868871667968 4684.8023425104684 -79042.620991847827 47777.27334940451 4515.5031781046009 -46540.313430397728 76391.731625 -52325.782031250004 45582.432297926687 124733.26491970486 44668.169176136369 10406.528487495323 -20671.773494984023 24657.814917838543
leaf_weight=4243674 170 20 31 91 29 25 82 54 65 79 37 67 62147 22 7777 106 804 1556 23 143 304 55 25 29 52 36 22 154 110 375
leaf_count=4243674 170 20 31 91 29 25 82 54 65 79 37 67 62147 22 7777 106 804 1556 23 143 304 55 25 29 52 36 22 154 110 375
internal_value=0 249.875 261.804 16531 38394.4 228.749 -15775 -32510.9 263.494 513.136 6389.62 50047.2 138.237 -28319.6 -1847.61 5217.31 4396.37 1136.72 14168.5 22333 -1361.67 -4675.05 12902 33854.8 39728.4 77962.3 -10485.3 28399.9 6987.92 8563.56
internal_weight=0 74490 74470 151 60 74319 161 79 74158 66316 3977 104 62339 192 7842 3873 3794 2845 949 622 327 186 131 436 385 88 51 297 2041 1931
internal_count=4318164 74490 74470 151 60 74319 161 79 74158 66316 3977 104 62339 192 7842 3873 3794 2845 949 622 327 186 131 436 385 88 51 297 2041 1931
is_linear=0
shrinkage=0.1


Tree=3480
num_leaves=31
num_cat=0
split_feature=5 5 1 4 3 1 0 2 3 0 1 0 1 1 2 3 1 1 2 1 0 0 3 0 0 3 2 1 1 0
split_gain=4.45969e+11 6.65766e+12 1.51005e+13 4.88063e+13 5.11115e+13 7.27853e+13 4.43267e+13 6.23397e+13 4.03873e+13 4.38479e+13 3.96557e+13 4.76639e+13 7.10042e+13 3.64474e+13 5.47426e+13 3.29612e+13 4.45822e+13 2.38867e+13 2.61208e+13 2.22217e+13 3.16422e+13 3.68524e+13 5.53061e+13 1.09241e+14 6.50364e+13 3.91662e+13 5.78109e+13 3.64364e+13 3.42799e+13 6.27582e+13
threshold=64.020000000000024 65.50500000000001 37.832345550000007 2.5000000000000004 13.500000000000002 37.516458750000005 55.674875350000008 3.5000000000000004 26.500000000000004 55.860536450000005 37.582182450000005 55.551692500000009 37.620907050000007 37.475443250000005 4.5000000000000009 16.500000000000004 30.226173900000003 37.615058950000012 2.5000000000000004 37.503486000000002 55.576287050000012 55.708120100000009 10.500000000000002 55.674875350000008 55.701368300000006 15.500000000000002 11.500000000000002 37.615058950000012 37.582182450000005 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 19 -5 13 10 17 9 -9 -7 -12 -13 15 -15 -6 -17 -8 -19 -2 -21 22 23 -22 -24 26 28 -28 29 -23
right_child=1 -3 -4 4 5 6 7 8 -10 -11 11 12 -14 14 -16 16 -18 18 -20 20 21 25 24 -25 -26 -27 27 -29 -30 -31
leaf_value=17.038285300611626 -2551.3093650338492 17.074207119310433 -126.14519449078011 -4957.51871774553 -28699.632832565003 -101641.87622292258 -74648.039633413471 -108842.17696912888 -14575.565474257361 -29895.576719599183 -48981.271220299961 124376.60818376213 -17820.755793539327 -66717.341979166667 91415.071836419753 122403.08915719698 -136.33372332598714 -2129.7919495738638 122901.79049886068 -6197.25550672384 -236357.18883928575 -171866.15709635417 41038.432522797644 49202.329138513516 221460.49285714288 -1835.3356367925751 197077.66166834679 30958.565098505434 31282.625616383357 5153.2317421653061
leaf_weight=3370694 8626 872525 55543 4957 494 44 26 299 86 92 109 58 89 30 81 33 296 55 24 1322 21 24 411 37 21 1508 31 23 484 121
leaf_count=3370694 8626 872525 55543 4957 494 44 26 299 86 92 109 58 89 30 81 33 296 55 24 1322 21 24 411 37 21 1508 31 23 484 121
internal_value=0 -60.615 -965.088 -3366.77 -10215.5 -24567.7 -45169.4 -61264.7 -76619.9 -90266.5 -13944.7 1128.27 38284.3 -5113.03 48676.6 -12367.8 12154.9 8491.96 35854.5 306.231 6463.9 12707.1 37498.9 -54189.9 49808.9 7162.63 27029.3 126323 18504.8 -24146.5
internal_weight=0 947470 74945 19402 6773 1816 882 582 477 391 300 256 147 934 111 823 329 105 79 12629 4003 2681 490 58 432 2191 683 54 629 145
internal_count=4318164 947470 74945 19402 6773 1816 882 582 477 391 300 256 147 934 111 823 329 105 79 12629 4003 2681 490 58 432 2191 683 54 629 145
is_linear=0
shrinkage=0.1


Tree=3481
num_leaves=31
num_cat=0
split_feature=1 1 3 5 0 3 1 3 0 0 0 0 3 5 3 3 0 0 5 3 5 0 3 3 5 0 0 0 5 5
split_gain=4.57255e+11 5.7646e+12 5.4565e+13 5.8495e+13 8.875e+13 7.01361e+13 3.36621e+13 5.95792e+13 9.23341e+13 9.83513e+13 7.58596e+13 1.92554e+14 1.15096e+14 9.16825e+13 5.64388e+13 1.0252e+14 7.45254e+13 4.83981e+13 4.48173e+13 3.9563e+13 4.53226e+13 3.84437e+13 3.80635e+13 6.24787e+13 3.86604e+13 5.8748e+13 3.79125e+13 3.67341e+13 3.64167e+13 3.33431e+13
threshold=30.451272450000005 30.425002000000003 24.500000000000004 57.005000000000003 60.017447350000005 23.500000000000004 30.434657650000002 16.500000000000004 59.963407450000012 59.904813200000007 59.950068600000009 59.939091550000008 13.500000000000002 73.995000000000019 18.500000000000004 17.500000000000004 59.882016200000002 59.990816400000007 60.005000000000003 22.500000000000004 81.00500000000001 59.896318000000008 12.500000000000002 13.500000000000002 87.395000000000024 59.846652800000008 59.950068600000009 59.932719750000011 101.05000000000001 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 10 9 -9 11 12 28 -14 15 22 -17 -12 -18 20 -16 -22 24 -24 26 -26 -8 -21 -5 -30
right_child=-2 2 -4 4 -6 -7 14 8 -10 -11 17 -13 13 -15 19 16 18 -19 -20 27 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-19.705701043653054 -9.9419918943856374 5528.1985421894979 -9025.4306464009424 -15056.805385696831 -27271.53008476528 -48553.468738449264 -33998.982031004634 4635.7257946803375 61981.185678133406 -130653.38111293862 -63055.466347946101 78276.627939268452 -27028.162536951015 -185531.15219590929 -7214.616863898168 -62051.923611111117 -752.15120442708337 8162.8051293545086 108107.51354661128 7106.3328619048352 -138551.63286508413 -35480.929136029408 56764.249498188707 -262.13557894671402 189652.91526988638 9477.293620749082 40300.009158509041 141175.31078869049 115431.61235465117 -29797.254187500002
leaf_weight=334577 3949501 21924 4416 619 1410 279 398 938 279 57 438 233 74 72 502 36 45 122 237 762 52 119 346 432 22 102 83 21 43 25
leaf_count=334577 3949501 21924 4416 619 1410 279 398 938 279 57 438 233 74 72 502 36 45 122 237 762 52 119 346 432 22 102 83 21 43 25
internal_value=0 106.509 1345.39 2888.95 -4581.07 468.422 2726.49 -5051.73 11141.1 -3114.5 -17739.1 -2083.87 -24561.7 -105194 9871.51 22241.8 73439.5 -47540.1 90736.3 -4580.32 -22360.6 -66824.1 10469.7 25099.2 -8343.22 41443.9 -21178.2 10702.1 -7425.81 62038.6
internal_weight=0 368663 34086 29670 7746 6336 6057 2900 1274 995 1626 1066 833 146 3157 1701 318 560 282 1456 673 171 1383 778 605 124 481 783 687 68
internal_count=4318164 368663 34086 29670 7746 6336 6057 2900 1274 995 1626 1066 833 146 3157 1701 318 560 282 1456 673 171 1383 778 605 124 481 783 687 68
is_linear=0
shrinkage=0.1


Tree=3482
num_leaves=31
num_cat=0
split_feature=3 5 5 2 3 2 3 0 3 0 0 0 3 0 1 6 1 0 1 0 0 1 5 2 3 5 5 3 0 1
split_gain=4.77383e+11 3.75619e+12 2.48293e+13 1.44139e+13 2.09874e+13 1.61707e+13 3.66893e+13 1.40842e+13 1.3188e+13 1.26125e+13 1.63837e+13 1.42708e+13 1.31998e+13 1.48267e+13 1.15051e+13 1.59615e+13 1.71223e+13 1.61986e+13 1.45316e+13 1.06639e+13 1.44439e+13 1.07157e+13 2.58975e+13 1.32889e+13 9.77078e+12 1.00523e+13 9.54554e+12 2.20861e+13 1.46969e+13 9.53515e+12
threshold=25.500000000000004 80.815000000000012 77.00500000000001 13.500000000000002 26.500000000000004 15.500000000000002 30.500000000000004 55.674875350000008 31.500000000000004 55.751981950000008 55.812836050000008 55.745923000000012 26.500000000000004 56.758269450000007 82.957885500000017 1.5000000000000002 39.488326500000007 60.017447350000005 37.869926150000005 55.745923000000012 55.784980300000008 37.620907050000007 78.010000000000005 25.500000000000004 29.500000000000004 77.715000000000018 76.00500000000001 32.500000000000007 55.664473600000008 49.964253350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 9 14 6 -6 29 -9 11 -11 -4 13 -12 15 16 17 -5 -17 -10 -21 22 -22 -23 -14 -26 -2 -28 -29 -7
right_child=1 -3 3 4 5 7 -8 8 19 10 12 -13 24 -15 -16 18 -18 -19 -20 20 21 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-4.4051608336640111 229.80645394798981 2141.964911746958 -9592.201001246829 -109772.71860183189 -143370.6145474138 -56283.285447357921 -7102.006875905683 19015.084527126739 38447.13245045732 45263.92937489933 100641.22080078126 -77444.639017857146 -39471.358691481604 10622.813387784092 31346.298867187499 -4142.2318960336543 25983.831623288421 -16494.427039513223 -87342.253567588879 -84375.630803571432 -73721.673174838361 -48010.422251517317 31494.620755181433 -2516.4325108949834 -45781.785558784301 7812.7636199823482 3409.3756233236122 -5611.9440285011578 81237.651270228802 15381.219889322916
leaf_weight=4243674 62770 9206 271 29 29 82 62 225 41 97 24 35 81 77 20 26 47 52 109 28 29 114 121 147 41 239 367 27 70 24
leaf_count=4243674 62770 9206 271 29 29 82 62 225 41 97 24 35 81 77 20 26 47 52 109 28 29 114 121 147 41 239 367 27 70 24
internal_value=0 250.961 -15.6985 -10846.9 -18011 -10556.7 -50528.3 -6071.58 -961.666 -1032.47 7901.55 -17353.1 57.0631 32013.3 -41770.2 -47330.4 -22030.3 -49890.4 -71318.5 -10325.8 -14880.9 -10146.4 11152.8 -22387.4 -8883.61 -35.0097 335.441 14625.8 57063 -40057.4
internal_weight=0 74490 65284 2050 1185 902 91 811 705 865 559 306 462 101 283 263 128 81 135 480 439 411 150 261 361 280 63234 464 97 106
internal_count=4318164 74490 65284 2050 1185 902 91 811 705 865 559 306 462 101 283 263 128 81 135 480 439 411 150 261 361 280 63234 464 97 106
is_linear=0
shrinkage=0.1


Tree=3483
num_leaves=31
num_cat=0
split_feature=3 0 5 5 6 1 3 1 1 3 2 4 5 2 0 3 4 3 5 1 3 1 1 5 1 5 2 3 2 2
split_gain=4.65503e+11 3.77619e+12 1.80808e+13 3.48389e+13 4.9199e+13 4.63261e+13 7.73961e+13 5.44979e+13 2.82387e+13 4.88032e+13 5.295e+13 3.44784e+13 4.24237e+13 3.36635e+13 6.16053e+13 3.10482e+13 6.82059e+13 3.54871e+13 2.91351e+13 8.88436e+13 4.58548e+13 6.53487e+13 4.9494e+13 4.79551e+13 8.17207e+13 9.81449e+13 6.63296e+13 2.39338e+13 2.3127e+13 2.2402e+13
threshold=10.500000000000002 44.893607100000004 55.005000000000003 67.990000000000023 1.5000000000000002 42.09605220000001 12.500000000000002 39.753614400000011 38.422276900000007 16.500000000000004 12.500000000000002 1.5000000000000002 62.015000000000008 5.5000000000000009 43.592450450000008 22.500000000000004 1.5000000000000002 23.500000000000004 58.995000000000012 39.704585000000002 13.500000000000002 39.714575750000009 39.718803500000007 63.855000000000011 39.726951800000002 61.845000000000006 10.500000000000002 21.500000000000004 9.5000000000000018 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 11 13 12 -10 14 -11 16 -15 -17 19 -13 21 -20 -22 24 25 -24 -25 -9 -29 -18
right_child=1 -3 3 -5 5 -7 7 27 9 10 -12 18 -14 15 -16 17 29 -19 20 -21 22 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=25.562462379242533 899.52479284394474 -16.061166005119425 4246.7786817989036 115.20977792352033 -37510.776021718048 11404.876626489611 -10531.972104792498 -52572.115950743799 43953.209415064106 -50187.48550646552 39716.24912817029 105552.46509137837 223089.30195312502 -154403.27137276786 111128.758671875 -152614.34257812501 -20610.541457495361 1408.5357142857144 45886.148204210069 -121323.87484375002 -2174.3901214599609 -162168.076171875 186408.51881009617 -51833.406315685454 293357.57455240883 -49887.180407714848 162508.79069602274 97684.492755681829 -35504.933599853517 75403.153027343753
leaf_weight=2688514 25016 1583073 2306 13303 1283 690 2634 365 39 58 138 28 20 35 40 52 101 21 36 45 96 26 39 42 24 32 22 22 32 32
leaf_count=2688514 25016 1583073 2306 13303 1283 690 2634 365 39 58 138 28 20 35 40 52 101 21 36 45 96 26 39 42 24 32 22 22 32 32
internal_value=0 -42.1717 -929.623 -3051.88 -8153.81 -12958.2 -16152.9 -9266.22 -5251.23 9769.8 -12503.4 33432 104677 -33761 15655.9 -53855.8 -30195.7 -108306 22653.8 -34302.8 35770 -41362.4 54523.8 88756.7 133833 79909 21846.7 -43379.3 18757.4 2490.5
internal_weight=0 1.62965e+06 46577 21561 8258 5952 5262 3979 3560 926 477 449 59 339 98 241 168 73 390 73 317 62 255 159 95 71 64 419 54 133
internal_count=4318164 1629650 46577 21561 8258 5952 5262 3979 3560 926 477 449 59 339 98 241 168 73 390 73 317 62 255 159 95 71 64 419 54 133
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 3 3 1 5 5 3 3 4 5 3 5 4 2 1 2 5 3 5 1 5 3 5 5 2
split_gain=5.0365e+11 8.82749e+12 6.40092e+13 1.81102e+14 5.64808e+13 3.62684e+13 7.00268e+13 5.78178e+13 4.74352e+13 3.06899e+13 3.64781e+13 3.21994e+13 4.24744e+13 3.56801e+13 2.62121e+13 6.69148e+13 3.21277e+13 6.25123e+13 2.65185e+13 2.52989e+13 2.49428e+13 2.17847e+13 2.15893e+13 2.13149e+13 2.46103e+13 2.03835e+13 1.72162e+13 2.11792e+13 1.69787e+13 1.65979e+13
threshold=45.03656895000001 45.040161900000008 38.950530550000003 38.975980350000007 20.500000000000004 39.110397700000007 16.500000000000004 17.500000000000004 39.080602550000002 77.00500000000001 90.015000000000015 11.500000000000002 17.500000000000004 2.5000000000000004 72.705000000000013 18.500000000000004 59.025000000000013 2.5000000000000004 4.5000000000000009 38.984911950000004 18.500000000000004 59.810000000000009 2.5000000000000004 58.995000000000012 39.080602550000002 85.020000000000024 15.500000000000002 74.010000000000005 50.410000000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 7 -7 19 20 14 11 -11 -13 -14 16 26 22 -18 -17 -5 21 -9 -4 -6 -25 -15 -16 -28 -10 -21
right_child=1 -3 3 4 23 6 -8 8 28 10 -12 12 13 25 15 18 17 -19 -20 29 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=118.22034689966671 8593.3127086784134 0.38210137337998801 24368.680360582141 32592.283339929163 -8964.4112835634114 10118.34377889924 -15429.52064747708 -5464.5104443436148 40208.588735388279 1069.8883474576271 -17428.378733554415 -118079.85225332755 55023.393701171881 -10194.659913793104 2126.3628580729169 133809.61777844554 -47135.505117212968 13657.378967116396 36312.961198082747 798.25259433190035 -83761.337272135424 45009.87890836149 -15017.146696488702 -86466.365600585938 33495.213417968749 -121517.83147615132 11592.460758463543 -101975.17734375001 86999.871883400541 25586.454929247091
leaf_weight=332609 4270 3966746 144 343 103 2624 1815 159 133 59 360 135 32 29 72 39 767 217 98 2304 24 185 4153 118 20 38 24 52 186 306
leaf_count=332609 4270 3966746 144 343 103 2624 1815 159 133 59 360 135 32 29 72 39 767 217 98 2304 24 185 4153 118 20 38 24 52 186 306
internal_value=0 -9.86592 -2171.13 -5332.57 4316.67 5739.71 -327.562 13138.8 39268.4 -18241.7 -38751.1 -64949.6 -81595.5 -31844.2 -15835.5 13704.7 -17429.7 -33728.9 64067.5 7059.87 14803.5 21680.1 -13697.3 -43387.8 -69080.6 -73333.2 -32914.8 -66111.7 67491.3 3704.46
internal_weight=0 3.98556e+06 18809 14539 8320 8079 4439 3640 687 6219 653 293 234 99 5566 285 5281 984 137 2953 368 344 4297 241 138 67 148 76 319 2610
internal_count=4318164 3985555 18809 14539 8320 8079 4439 3640 687 6219 653 293 234 99 5566 285 5281 984 137 2953 368 344 4297 241 138 67 148 76 319 2610
is_linear=0
shrinkage=0.1


Tree=3485
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 6 3 1 5 0 0 5 1 3 5 5 5 1 0 5 5 2 3 4 1 0 5 5 5
split_gain=4.7916e+11 4.51234e+12 2.56153e+13 2.89947e+13 1.35822e+14 1.03874e+14 1.71842e+14 6.05565e+13 6.36627e+13 6.04749e+13 5.11675e+13 3.95854e+13 4.70125e+13 8.70097e+13 4.682e+13 3.87158e+13 3.71696e+13 3.78251e+13 3.32067e+13 3.11609e+13 4.68108e+13 4.81013e+13 2.94924e+13 5.59646e+13 6.10637e+13 4.27636e+13 3.64521e+13 4.78923e+13 3.586e+13 3.23863e+13
threshold=9.5000000000000018 37.642309100000013 37.767735350000002 55.674875350000008 55.601678500000013 55.727011600000004 1.5000000000000002 5.5000000000000009 37.66934650000001 63.145000000000003 55.701368300000006 55.535913550000011 72.705000000000013 37.712318250000003 8.5000000000000018 81.00500000000001 24.010000000000002 69.610000000000014 37.726745000000001 55.719391050000006 61.020000000000003 80.815000000000012 5.5000000000000009 7.5000000000000009 2.5000000000000004 37.66934650000001 55.87722990000001 65.50500000000001 78.710000000000022 68.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 6 10 -8 16 -6 -5 -3 -13 14 15 -14 -9 -18 -11 20 -10 -22 -7 24 29 26 27 -25 -29 -24
right_child=-2 2 -4 5 9 22 7 8 19 18 -12 12 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=299.13513554992227 30.067064212683977 -827.27786277583436 -44.969884954457818 207489.66901041669 24693.789832401428 -3972.4945892457999 -6739.9500613845776 9672.264731852214 -20787.925766299817 -73362.972413317984 51995.956494413411 -10424.091711309877 -49354.283921370974 -135461.4510387074 -89090.501136363644 92350.611148131138 -75950.113518707949 -5663.1606829353941 29138.914741847828 31032.326937499998 -95574.906566455698 42548.734583333338 33823.97304885988 -5259.4182202217598 112812.41302923388 -3149.4692870139074 61532.688538345035 141275.32599927328 -15694.500071022727 -59326.673011363637
leaf_weight=331304 2379540 10759 1570411 24 2524 12643 1345 72 1602 101 179 2633 31 88 44 51 548 89 46 100 158 30 246 353 93 2845 196 43 22 44
leaf_count=331304 2379540 10759 1570411 24 2524 12643 1345 72 1602 101 179 2633 31 88 44 51 548 89 46 100 158 30 246 353 93 2845 196 43 22 44
internal_value=0 -36.9054 -106.171 -2710.16 445.404 -5199.65 -19346.5 -23964.7 -32878.7 21062.5 70379.4 -3601.94 -14087.6 -59162.1 -5873.68 38779.2 -58432 -66129.8 -41287.6 -23292.8 -26327.7 -73533.9 -1640.84 6032.02 42302.6 2015.94 25950.2 9265.52 88147.1 19690.8
internal_weight=0 1.93862e+06 1.60732e+06 36909 16277 20632 4147 3944 2599 2671 203 13606 2847 214 126 82 709 637 147 1890 1790 188 16485 3842 383 3459 614 418 65 290
internal_count=4318164 1938624 1607320 36909 16277 20632 4147 3944 2599 2671 203 13606 2847 214 126 82 709 637 147 1890 1790 188 16485 3842 383 3459 614 418 65 290
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 0 3 3 1 2 5 3 5 5 4 0 5 1 2 2 0 3 0 5 3 3 6 3 0
split_gain=5.02329e+11 1.2562e+13 4.37345e+13 3.99821e+13 1.48658e+14 3.09809e+14 2.88284e+14 1.90942e+14 1.27637e+14 1.13346e+14 1.2037e+14 1.71731e+14 1.27289e+14 1.87159e+14 1.90494e+14 8.79526e+13 1.24351e+14 1.86345e+14 1.3988e+14 9.75732e+13 9.4996e+13 8.96773e+13 8.33765e+13 8.13088e+13 8.10842e+13 7.74239e+13 2.97629e+14 4.47796e+14 1.88346e+14 1.06557e+14
threshold=55.769960200000007 55.734663800000007 60.55755580000001 37.597123000000003 37.615058950000012 50.805000000000007 55.755036050000008 16.500000000000004 8.5000000000000018 37.533784800000006 3.5000000000000004 57.405000000000008 9.5000000000000018 75.750000000000014 68.52500000000002 1.5000000000000002 55.755036050000008 42.895000000000003 37.559851850000008 6.5000000000000009 5.5000000000000009 55.755036050000008 13.500000000000002 55.751981950000008 40.905000000000008 12.500000000000002 11.500000000000002 1.5000000000000002 15.500000000000002 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 7 -7 8 23 25 -11 15 -13 14 -14 16 17 19 24 -12 -20 -17 -21 -5 -18 26 -3 -28 -27 -29
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 11 12 13 -15 -16 21 18 -19 20 22 -22 -23 -24 -25 -26 28 27 29 -30 -31
leaf_value=-15.877931787752253 -45.100904339437996 829.80752335505952 -32128.319314776585 -23899.72286119526 826.59254927102847 -359687.99873511906 -80295.817029127735 -62796.953917393344 202872.11856664543 7101.5647404823249 -92503.269789062499 28959.090273060086 -164855.18752916125 -333819.96550925932 194466.87237500001 149971.60417951233 111484.26446314104 -318200.43058593752 87877.249461969346 201453.26151194854 -113472.89567987352 57988.587314356439 -25302.496370967743 81824.716040039071 304935.80333333334 57917.4642597067 -278300.19967730978 -483.18145743649023 3553.6991266165023 -100894.14666429925
leaf_weight=2646600 1571062 4605 394 147 83176 42 306 241 49 1538 50 207 36 27 25 223 78 20 53 34 42 202 31 144 30 696 92 294 7555 165
leaf_count=2646600 1571062 4605 394 147 83176 42 306 241 49 1538 50 207 36 27 25 223 78 20 53 34 42 202 31 144 30 696 92 294 7555 165
internal_value=0 25.7931 1123.15 1254.02 382.277 -39398.5 -114016 5294.61 53559.5 5835.53 24961.2 50923.4 -13870.2 -114617 -17592 75974.7 37903.4 -36475.1 87366.9 12520.6 -1140.71 106253 93308.2 28417.5 165221 2132.23 -7480.98 -76938.7 8139.47 -36578.6
internal_weight=0 2.7471e+06 100502 100108 84105 929 348 581 340 16003 2596 1058 295 88 61 763 338 135 203 115 95 425 65 291 108 13407 5156 551 8251 459
internal_count=4318164 2747102 100502 100108 84105 929 348 581 340 16003 2596 1058 295 88 61 763 338 135 203 115 95 425 65 291 108 13407 5156 551 8251 459
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 2 6 0 1 1 3 5 5 2 2 1 1 1 1 1 4 5 4 5 5 3 3 2 3
split_gain=5.28459e+11 7.08614e+12 8.80986e+13 1.46242e+14 1.45228e+14 1.24839e+14 1.12953e+14 8.33211e+13 1.24584e+14 9.69899e+13 6.2793e+13 8.37785e+13 6.024e+13 5.39479e+13 9.54802e+13 8.50324e+13 7.94192e+13 5.52993e+13 5.21549e+13 1.34321e+14 6.60158e+13 6.51707e+13 5.8025e+13 5.60146e+13 4.94293e+13 4.4683e+13 4.08092e+13 7.71301e+13 4.39098e+13 4.03589e+13
threshold=55.591389050000011 55.619594000000006 37.692869000000009 37.737121850000008 37.457850350000008 23.500000000000004 7.5000000000000009 1.5000000000000002 55.601678500000013 37.582182450000005 36.761894450000007 13.500000000000002 59.245000000000012 64.020000000000024 6.5000000000000009 3.5000000000000004 37.642309100000013 37.597123000000003 37.314272700000011 37.214886200000009 37.39371280000001 3.5000000000000004 104.75000000000001 2.5000000000000004 29.985000000000003 54.990000000000002 12.500000000000002 14.500000000000002 9.5000000000000018 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 10 6 -4 8 9 24 11 -2 -11 15 -15 -9 17 29 19 -12 -20 -22 -23 25 -6 -21 -8 28 -28 -17
right_child=1 -3 3 -5 7 -7 26 13 -10 12 18 -13 -14 14 -16 16 -18 -19 20 23 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=31.056694306543779 -28102.147266333504 -13.533897109445029 14224.611246012806 -2958.9541655019184 20872.218483579065 -3508.4926746404294 15474.220059967041 366.02052179712689 -114241.23905552457 -53321.84919433594 9560.9394030788953 165075.56086956523 109921.45632102274 -25254.988216610731 37606.432713607021 -23727.044161205453 -57700.415570321507 1804.8314074902567 -19261.934438839799 96299.305022328292 2664.9106801869161 184144.01807432435 22762.419328962056 222338.40645161291 -47433.156205549793 -64510.738046875005 287312.89190340909 54083.09226954836 96992.337239583343 -73202.175405850969
leaf_weight=2414903 939 1869649 2054 9881 123 1807 256 1861 196 32 2017 23 77 442 533 1452 651 874 1519 127 6556 37 56 31 764 20 22 1049 27 186
leaf_count=2414903 939 1869649 2054 9881 123 1807 256 1861 196 32 2017 23 77 442 533 1452 651 874 1519 127 6556 37 56 31 764 20 22 1049 27 186
internal_value=0 -39.4055 -1478.5 4191.46 -6101.19 17739.5 29005.7 -17215.3 -41363.5 -27022.1 955.923 -23483.6 61996.8 -12417.1 9109.26 -16594.7 -26573.8 -18507.1 3224.65 16909.7 -452.951 3844.06 86968 100181 -37961.3 74420.4 51428.5 59811.3 182442 -29345.1
internal_weight=0 1.90326e+06 33612 15096 18516 5215 3408 7191 1192 996 11325 962 109 5999 975 5024 3163 2512 10363 2195 8168 6649 93 178 887 147 1354 1098 49 1638
internal_count=4318164 1903261 33612 15096 18516 5215 3408 7191 1192 996 11325 962 109 5999 975 5024 3163 2512 10363 2195 8168 6649 93 178 887 147 1354 1098 49 1638
is_linear=0
shrinkage=0.1


Tree=3488
num_leaves=31
num_cat=0
split_feature=5 0 3 4 0 3 3 0 1 0 3 0 1 0 0 5 0 2 0 1 4 5 1 0 1 0 4 0 2 1
split_gain=4.4585e+11 2.54976e+12 6.57213e+12 7.60363e+12 5.43191e+12 4.85146e+12 5.43464e+12 6.87302e+12 1.51519e+13 1.05356e+13 1.03595e+13 1.05857e+13 5.01311e+12 6.47001e+12 5.00566e+12 5.44484e+12 1.37215e+13 4.9334e+12 8.39114e+12 1.18054e+13 6.82635e+12 6.0062e+12 4.83422e+12 7.11008e+12 5.79368e+12 4.7382e+12 6.90754e+12 5.10467e+12 4.85735e+12 4.82073e+12
threshold=22.030000000000005 54.864040150000001 10.500000000000002 4.5000000000000009 54.708501450000007 5.5000000000000009 8.5000000000000018 43.592450450000008 39.739656000000004 43.642715500000008 7.5000000000000009 43.465905150000005 39.614024000000008 53.204054050000003 43.514103700000014 13.050000000000002 44.039893800000009 1.5000000000000002 44.039893800000009 39.666208800000007 2.5000000000000004 13.050000000000002 47.981192400000005 47.249522000000006 91.398302750000013 44.039893800000009 2.5000000000000004 54.484631300000011 2.5000000000000004 39.694727950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 25 7 8 -7 -9 -10 -12 -8 14 -14 16 -16 -11 19 -19 21 -20 23 -18 -24 29 -27 28 -28 -1
right_child=-2 -3 4 -5 -6 6 12 9 10 17 11 -13 13 -15 15 -17 22 18 20 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-19334.207486806143 4.4405477846206729 -553.41108343290455 -2825.044381658417 55572.583112980778 -31398.361575855928 68609.930429025422 -3793.2422800247755 -28987.05539306641 -3128.1768674123205 -5898.1395554293122 95455.994687500002 -2151.2333203124999 -15293.801133047817 -1107.4957505894242 98661.061221590906 7104.6050939958213 25188.375509207588 103812.471875 27855.804778447044 1348.46875 67216.932534179694 4618.2515284793189 79152.932096354169 -14135.623851893499 8107.0183948863632 1824.127914804069 -4595.4290917050521 32470.0779921875 -27124.032276567206 -2527.4978262656709
leaf_weight=188 4237242 60990 3082 26 68 59 1080 80 139 195 25 20 83 1249 22 1191 112 23 131 22 20 737 24 78 22 8988 226 25 166 1851
leaf_count=188 4237242 60990 3082 26 68 59 1080 80 139 195 25 20 83 1249 22 1191 112 23 131 22 20 737 24 78 22 8988 226 25 166 1851
internal_value=0 -232.516 749.391 1536.09 -3441.87 1452.25 3949.78 9167.4 24512.5 6080.59 10372.6 52075 1988.95 4234.46 8589.61 9957.68 23128.2 8567.66 11591.1 53719 9456.19 8125.3 16087.1 9044.84 45174.5 292.959 1240.39 -11341.5 -14135.6 -4077.11
internal_weight=0 80922 19932 16782 3150 16756 5312 1451 243 1208 184 45 3861 2781 1532 1449 258 1128 933 45 888 868 236 190 46 11444 9405 417 392 2039
internal_count=4318164 80922 19932 16782 3150 16756 5312 1451 243 1208 184 45 3861 2781 1532 1449 258 1128 933 45 888 868 236 190 46 11444 9405 417 392 2039
is_linear=0
shrinkage=0.1


Tree=3489
num_leaves=31
num_cat=0
split_feature=3 4 5 6 0 5 0 0 1 0 0 0 5 2 5 0 1 0 1 1 0 1 5 3 0 0 0 0 0 5
split_gain=4.43933e+11 9.38619e+12 3.64424e+13 2.35288e+13 3.72892e+13 3.79727e+13 3.49895e+13 2.92074e+13 3.23716e+13 2.3979e+13 2.92447e+13 2.65793e+13 2.138e+13 2.12957e+13 1.91644e+13 2.3381e+13 2.21455e+13 2.82961e+13 2.59344e+13 4.88948e+13 2.13701e+13 2.01306e+13 1.98073e+13 1.88435e+13 4.80784e+13 3.15948e+13 6.39439e+13 6.31455e+13 7.53669e+13 3.05826e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 1.5000000000000002 55.885524800000006 61.845000000000006 59.982527000000012 43.592450450000008 39.739656000000004 55.591389050000011 55.701368300000006 45.087005000000012 60.005000000000003 9.5000000000000018 57.405000000000008 44.678200800000006 37.487839250000007 60.003414000000006 37.559851850000008 37.832345550000007 59.982527000000012 37.098288800000006 69.610000000000014 17.500000000000004 54.959412650000012 55.518428350000008 55.455204450000004 55.842510000000011 56.009576300000013 60.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 14 7 6 -6 8 13 11 -11 -9 -2 -5 16 -16 17 20 -18 -20 21 -3 -17 24 -14 26 -26 -27 29 -29
right_child=1 2 -4 4 5 -7 -8 9 -10 10 -12 -13 23 -15 15 22 18 -19 19 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-17.597055063063873 163.10783536767596 19077.364013817198 166.63558596596584 -143338.86619203628 -19020.16719284188 9613.8806864395974 31541.130073714718 28567.925796022144 29071.252473958331 46930.927029439896 16115.269846853842 6805.9476428190646 2329.3899864682248 -27043.945898437501 103455.47602982954 -823.92902350677332 -46534.144384257001 -11956.806518718542 129469.7705444336 3978.8600284444874 111912.75132378473 65680.194686889648 15486.991721567712 -439.40257943067854 -8316.5535870996282 2609.2925796162776 -48957.928126675477 14811.751819800578 -2640.273028799646 -21064.087215902986
leaf_weight=3318589 672699 336 149142 31 1170 1654 155 671 42 437 1043 3431 12702 32 22 11106 96 149 32 1044 36 128 798 110713 7570 10647 408 253 9121 3907
leaf_count=3318589 672699 336 149142 31 1170 1654 155 671 42 437 1043 3431 12702 32 22 11106 96 149 32 1044 36 128 798 110713 7570 10647 408 253 9121 3907
internal_value=0 58.4222 731.64 4491.33 8572.13 -491.226 -13105.4 13319.7 -38932.6 14302.6 25214.2 10365.7 -81.0598 -84268.4 1918.83 459.843 11473.9 26293.3 3267.65 7710.93 37691.8 31933.3 269.495 -1138.56 -2873.79 -4945.21 -10395 -3128.17 -7727.73 -18882.2
internal_weight=0 999575 171555 22413 8666 2979 1325 5687 105 5582 1480 4102 828020 63 13747 11926 1821 649 1172 1076 500 464 11904 155321 44608 31906 7978 23928 13281 4160
internal_count=4318164 999575 171555 22413 8666 2979 1325 5687 105 5582 1480 4102 828020 63 13747 11926 1821 649 1172 1076 500 464 11904 155321 44608 31906 7978 23928 13281 4160
is_linear=0
shrinkage=0.1


Tree=3490
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 3 0 2 5 3 3 0 3 3 0 5 5 0 3 2 5 0 2 0 3 0 2 0 2 5
split_gain=4.64884e+11 8.69557e+12 1.07508e+14 2.11895e+13 5.60381e+13 5.69834e+13 2.53598e+13 2.22973e+13 2.73747e+13 1.78504e+13 5.31277e+13 2.16332e+13 1.74575e+13 5.77676e+13 1.56349e+13 2.84571e+13 1.42754e+13 1.30489e+13 1.29099e+13 1.28405e+13 1.58166e+13 3.56974e+13 6.02821e+13 2.40656e+13 3.14373e+13 2.83359e+13 2.23082e+13 1.79162e+13 1.68897e+13 1.2828e+13
threshold=60.648383500000008 60.628582700000003 56.758269450000007 1.5000000000000002 56.802385350000009 10.500000000000002 56.819808050000006 11.500000000000002 120.05000000000001 25.500000000000004 26.500000000000004 56.876792350000009 24.500000000000004 22.500000000000004 56.819808050000006 95.020000000000024 80.815000000000012 57.265292900000006 8.5000000000000018 8.5000000000000018 90.015000000000015 56.831297550000009 3.5000000000000004 56.802385350000009 15.500000000000002 56.819808050000006 5.5000000000000009 56.791364150000007 4.5000000000000009 63.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 29 6 -6 8 -7 11 14 19 13 -9 15 -11 17 -13 -3 20 -5 23 -23 27 25 -25 28 -22 -24 -4
right_child=-2 2 3 9 5 7 -8 12 -10 10 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-9.2328279886218176 48.642183712450887 -47154.344965839766 -2044.8450639062501 -747.49274762001187 156152.43037769216 1880.030564582253 49836.448506030705 21152.044366214785 107559.71350000001 -44370.493812575849 3270.2905023317462 -9165.5850104909714 12793.951040666183 124333.63127264493 25454.694482421877 -159668.31263586957 -61229.179861014236 -88421.25598958334 -92648.870124246983 6959.0637531517677 -47752.540743719364 -67728.172905815984 88855.959304687509 7141.9381035862207 -108757.42389557668 -87568.294431678922 115382.25347222223 29941.753864986793 -15428.921479611279 -23183.232590474563
leaf_weight=2951033 1350371 251 625 7651 37 1254 57 254 25 309 541 1928 455 69 28 23 56 21 83 2063 51 54 25 83 78 51 45 71 41 531
leaf_count=2951033 1350371 251 625 7651 37 1254 57 254 25 309 541 1928 455 69 28 23 56 21 83 2063 51 54 25 83 78 51 45 71 41 531
internal_value=0 -22.1326 -2293.47 -1151.41 6002.25 15545.2 91684.2 12065.8 3945.7 -2954.68 -16538.2 -1952.98 25415 43193.9 -46305.9 -52358 -11449.8 -10019.5 -58459.9 -88.5755 -1872.54 -19122.5 18931.5 -37921.5 -58284.3 -28904.5 61090.2 -2537.01 24072.9 -11754.6
internal_weight=0 2.96779e+06 16760 16426 3307 2151 94 2057 1279 13119 901 12218 778 323 360 332 2005 1949 334 10213 8150 499 165 334 212 134 111 122 66 1156
internal_count=4318164 2967793 16760 16426 3307 2151 94 2057 1279 13119 901 12218 778 323 360 332 2005 1949 334 10213 8150 499 165 334 212 134 111 122 66 1156
is_linear=0
shrinkage=0.1


Tree=3491
num_leaves=31
num_cat=0
split_feature=3 0 3 1 2 5 5 5 1 5 5 2 2 5 0 5 6 0 6 5 3 1 1 1 5 0 5 5 5 0
split_gain=4.79825e+11 2.56383e+12 8.6973e+12 9.20594e+12 1.24844e+13 9.24409e+12 8.05707e+12 2.40177e+13 1.47251e+13 1.00108e+13 1.31399e+13 1.45857e+13 1.27251e+13 9.38606e+12 7.89999e+12 7.66528e+12 2.83304e+13 2.1392e+13 1.36408e+13 3.09752e+13 1.63982e+13 1.00467e+13 9.90377e+12 2.22819e+13 1.40464e+13 1.29627e+13 1.40899e+13 1.24179e+13 1.21797e+13 1.04211e+13
threshold=28.500000000000004 55.695992150000002 32.500000000000007 37.417247200000006 17.500000000000004 93.00500000000001 91.050000000000011 86.02500000000002 37.712318250000003 62.710000000000008 66.990000000000023 15.500000000000002 5.5000000000000009 87.395000000000024 55.664473600000008 75.015000000000015 1.5000000000000002 55.674875350000008 1.5000000000000002 69.015000000000015 35.500000000000007 37.542000650000013 37.620907050000007 37.855187800000003 36.005000000000003 55.551692500000009 29.610000000000003 58.040000000000006 54.990000000000002 54.736324100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 15 7 9 -8 -2 11 12 -11 -9 -15 18 17 -17 20 21 22 -20 25 24 -24 27 -27 -5 -28 -25
right_child=1 -3 3 5 -6 -7 8 13 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 23 29 -26 26 28 -29 -30 -31
leaf_value=3.0078818038121105 -4932.6729708267076 -887.33061374077306 9566.3260803772537 -4711.1844016800387 -35936.585290897252 -12610.826430136651 36751.704968261722 -78647.084212853777 -11314.417855235042 20216.776320043107 1607.4553168847933 8038.4839679276311 109226.55756293403 28452.585491071426 -44855.96763392858 2659.3177427912765 116918.90101273148 57325.840047011268 56526.905681818178 -134687.70678943451 80772.294827586215 -14687.700943928628 13602.13147082059 -23858.729174383756 -15200.41057530969 -12849.146855396944 46115.022926652768 24659.055515160893 12703.622830563878 11835.175719919604
leaf_weight=4283289 2907 25552 111 501 132 287 140 53 117 29 796 95 36 21 49 427 27 86 22 21 29 199 212 87 841 85 251 202 193 1367
leaf_count=4283289 2907 25552 111 501 132 287 140 53 117 29 796 95 36 21 49 427 27 86 22 21 29 199 212 87 841 85 251 202 193 1367
internal_value=0 -369.423 1050.03 3841.41 -15151.3 4795.57 -2291.99 -3398.49 14869.5 -2013.37 6863.63 33013.1 69514.5 -46900.3 -22863.4 5893.51 17078.4 11823.7 4387.31 -18626.9 5865.39 -7598.46 5284.41 1676.54 -9401.61 12626.1 24450.8 3728.06 31591.6 9699.43
internal_weight=0 34875 9323 5080 243 4837 4243 3986 257 3863 956 160 65 123 70 4550 540 513 4010 242 3768 221 3739 2507 1053 1232 529 703 444 1454
internal_count=4318164 34875 9323 5080 243 4837 4243 3986 257 3863 956 160 65 123 70 4550 540 513 4010 242 3768 221 3739 2507 1053 1232 529 703 444 1454
is_linear=0
shrinkage=0.1


Tree=3492
num_leaves=31
num_cat=0
split_feature=5 2 0 3 5 2 5 0 1 5 1 0 2 1 0 2 5 5 5 6 2 1 1 1 1 1 2 0 2 0
split_gain=4.45422e+11 3.097e+12 1.27958e+13 1.85337e+13 2.7246e+13 2.58074e+13 1.91726e+13 1.26519e+13 3.11222e+13 2.75571e+13 4.09219e+13 3.97927e+13 4.46425e+13 3.23221e+13 4.67541e+13 2.82593e+13 1.7412e+13 1.55744e+13 2.48018e+13 1.9139e+13 2.42048e+13 3.40102e+13 2.89084e+13 4.43647e+13 3.82951e+13 2.82365e+13 5.22717e+13 3.20244e+13 2.71926e+13 4.05268e+13
threshold=102.01000000000001 8.5000000000000018 44.893607100000004 17.500000000000004 109.05000000000001 11.500000000000002 142.05000000000004 45.03656895000001 37.328003200000005 107.05000000000001 38.975980350000007 45.013473000000012 10.500000000000002 39.047276750000002 45.022371150000005 17.500000000000004 105.35000000000001 109.05000000000001 105.35000000000001 1.5000000000000002 11.500000000000002 30.388336800000001 30.502469200000004 37.342273500000012 37.542000650000013 38.058342000000003 9.5000000000000018 56.301440000000007 16.500000000000004 45.063245200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 8 -4 10 11 15 -13 16 -15 -10 -12 18 -9 -20 21 -21 -23 -24 -25 26 -26 -27 29 -22
right_child=1 2 7 4 6 -7 -8 17 9 -11 13 12 -14 14 -16 -17 -18 -19 19 20 28 22 23 24 25 27 -28 -29 -30 -31
leaf_value=5.1546378876072358 140.84839878288375 -13605.393074452302 103505.69183830492 -27822.151376488095 -15484.169819748571 103895.37114736519 32051.135087648501 214.9232907150089 -57251.748840725806 -225.11837563816508 -64937.020364200376 241335.11123511905 73936.428497869332 8003.3876043146302 160631.38610276443 89044.249456521749 10736.097595880681 496.97450163747948 -539.2018568752793 -55280.166480334061 29948.879752604171 106159.31388221156 -106518.92942023027 95871.904869186052 29131.449710648147 16153.630344883888 -165877.10664062502 -31899.551288006758 -3697.7192567266425 -40529.466145665545
leaf_weight=4209727 77067 1637 33 21 284 51 121 4501 31 1580 68 21 66 88 26 23 55 19165 1189 116 90 26 38 43 27 554 28 185 430 873
leaf_count=4209727 77067 1637 33 21 284 51 121 4501 31 1580 68 21 66 88 26 23 55 19165 1189 116 90 26 38 43 27 554 28 185 430 873
internal_value=0 -200.113 -1037.76 -8551.06 8794.72 65477.8 -1282.26 -494.853 7200.67 5577.55 29832.1 72489.8 114343 4453.51 42813.3 5059.51 -31099.4 -1056.81 -4733.15 -10921.3 -16043.5 -4314.55 2247.06 -840.621 3957.2 -1020.55 -70145.6 4124.08 -24606.5 -33942.7
internal_weight=0 108437 31370 2114 477 72 405 29256 1991 1958 378 141 87 237 114 54 123 27265 8100 3599 2410 1017 901 875 837 794 55 739 1393 963
internal_count=4318164 108437 31370 2114 477 72 405 29256 1991 1958 378 141 87 237 114 54 123 27265 8100 3599 2410 1017 901 875 837 794 55 739 1393 963
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 0 1 5 1 0 0 4 0 1 4 5 0 1 1 1 1 3 1 0 6 6 5 3 2 1
split_gain=4.47365e+11 3.76036e+12 2.42035e+13 1.4187e+13 1.61967e+13 1.24154e+13 1.43772e+13 1.41513e+13 1.33964e+13 1.23277e+13 1.66316e+13 2.22101e+13 2.62127e+13 3.44985e+13 3.27417e+13 4.72477e+13 3.94984e+13 3.5514e+13 2.48852e+13 3.27203e+13 1.98423e+13 1.57091e+13 1.54411e+13 1.54077e+13 3.36557e+13 2.07774e+13 1.7717e+13 1.28701e+13 1.76421e+13 3.77008e+13
threshold=55.405000000000008 50.005000000000003 5.5000000000000009 83.093115700000013 82.991167100000027 53.719078300000007 114.17164950000002 51.015000000000008 91.398302750000013 61.785186750000001 59.834458500000004 1.5000000000000002 59.982527000000012 30.578016350000002 2.5000000000000004 54.710000000000008 59.939091550000008 30.315880100000005 30.278357500000002 30.425002000000003 30.578016350000002 4.5000000000000009 30.410108300000001 59.916647550000008 1.5000000000000002 1.5000000000000002 52.990000000000002 3.5000000000000004 2.5000000000000004 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 -5 -8 -7 10 20 -12 13 14 15 23 -17 -18 -16 21 -3 -20 -14 25 -25 -13 -26 -28 29 -29
right_child=-2 2 -4 5 -6 8 7 -9 -10 -11 11 12 22 -15 18 16 17 -19 19 -21 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=19.082151385235164 41.201843081508656 -7923.0974322385264 -861.15119111748834 2922.3390254607161 20746.812599863013 -9796.0522170131571 -39656.234158539017 -3840.0935144799741 333.1360668765102 -8318.5101881436258 -18892.530525637136 66194.068975105925 -7782.6866013474473 -23839.86283598555 35675.137621781956 44584.81309661032 61361.690673828125 210345.72254028323 -102348.47035290948 41569.408979235202 1512.7916951544967 -24321.280484191375 7939.0112079742557 -81437.850281250008 20931.091584432637 3930.4764369240788 -11388.393125000001 174357.39053248358 42342.634012771501 41634.670030492671
leaf_weight=2353354 1636543 2304 240445 4654 437 3227 157 371 2193 1273 309 59 982 188 127 183 32 32 29 76 68070 234 1717 25 305 585 25 38 141 49
leaf_count=2353354 1636543 2304 240445 4654 437 3227 157 371 2193 1273 309 59 982 188 127 183 32 32 29 76 68070 234 1717 25 305 585 25 38 141 49
internal_value=0 -25.1447 -342.208 1078.59 1549.54 -2351.58 1148.18 -14490 -5697.66 1440.28 1604.8 7098.42 8762.23 17061.4 21025 28329.5 68233.4 135854 -2079.97 -16224.2 1203.87 -32925 2218.85 20296.7 32074.3 9634.75 37160 56724.4 64192.9 99605.5
internal_weight=0 2.68162e+06 328267 87822 77220 10602 5182 528 5420 76783 75510 5136 4827 2128 1940 1474 247 64 466 339 70374 263 2699 1227 583 644 558 253 228 87
internal_count=4318164 2681621 328267 87822 77220 10602 5182 528 5420 76783 75510 5136 4827 2128 1940 1474 247 64 466 339 70374 263 2699 1227 583 644 558 253 228 87
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 0 2 5 4 5 0 4 3 6 0 2 5 5 2 0 5 3 1 2 5 1 0 0 5
split_gain=4.49781e+11 1.03225e+13 7.59328e+13 2.46942e+13 5.24683e+13 4.56756e+13 3.10674e+13 2.53853e+13 2.47287e+13 3.45246e+13 3.18397e+13 5.61204e+13 2.9981e+13 2.44028e+13 4.03206e+13 3.84859e+13 3.37281e+13 3.20168e+13 3.22991e+13 4.32389e+13 5.78253e+13 4.54617e+13 4.03507e+13 3.65731e+13 6.17103e+13 4.35026e+13 2.25969e+13 1.49629e+14 7.03618e+13 7.5381e+13
threshold=38.996948700000011 39.027779200000005 55.795550600000006 45.013473000000012 73.010000000000005 45.005863250000004 45.005863250000004 13.500000000000002 37.995000000000012 2.5000000000000004 59.510000000000012 55.388132500000005 1.5000000000000002 21.500000000000004 1.5000000000000002 45.053747000000008 6.5000000000000009 78.710000000000022 102.01000000000001 7.5000000000000009 45.053747000000008 109.05000000000001 15.500000000000002 39.007683500000006 10.500000000000002 109.05000000000001 39.032393150000004 45.055827000000008 45.053747000000008 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -5 10 12 -12 -10 16 -15 -16 -11 -18 -19 21 22 -20 -21 24 -22 -25 27 28 29 -3
right_child=1 26 -4 7 5 -7 -8 -9 9 13 11 -13 -14 14 15 -17 17 18 19 20 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=45.111676858057145 6400.617431180809 9053.6109834188774 -25615.455027544576 1828.0710909038678 -24056.384031686724 -116503.36125000002 -16461.566422219588 4524.4686286932865 -3742.1518242799038 5639.4507788434694 -7896.6354787216742 122686.87961647728 2008.7982339058167 -35385.513832379329 -841.13941317471608 55387.351166003267 6713.4174680171627 -20014.828085697605 51887.852723214288 -76685.546941154229 206542.15269531251 -85846.911477179281 30504.720100308641 145735.546875 8647.4822115384613 -7375.7489257812504 -9.3649642485079578 -4007.8272978194545 46811.769032875571 55127.334581311712
leaf_weight=1461911 1115 5632 1240 22941 161 80 1273 9262 25750 7392 12236 33 13990 101 198 316 1173 1697 35 62 40 76 81 25 26 72 2740151 10075 641 379
leaf_count=1461911 1115 5632 1240 22941 161 80 1273 9262 25750 7392 12236 33 13990 101 198 316 1173 1697 35 62 40 76 81 25 26 72 2740151 10075 641 379
internal_value=0 -23.0894 -1024.39 -713.663 -10274.7 -54744.2 -5786.8 -450.476 -984.75 -2004.12 -3092.39 -7545.4 -1717.6 3007.38 22377.1 33727.3 1891.88 -6535.86 -13887.5 11047.8 30441.9 -42417 -15969.4 71158.6 128584 32085.9 13.0036 3677.33 15317.1 11958.6
internal_weight=0 2.85625e+06 99375 98135 2629 241 2388 95506 86244 63303 52009 12269 39740 11294 615 514 10679 3287 2114 417 306 111 143 163 66 97 2.75688e+06 16727 6652 6011
internal_count=4318164 2856253 99375 98135 2629 241 2388 95506 86244 63303 52009 12269 39740 11294 615 514 10679 3287 2114 417 306 111 143 163 66 97 2756878 16727 6652 6011
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=31
num_cat=0
split_feature=5 5 4 0 0 1 0 2 2 4 2 2 0 0 3 1 3 0 3 1 2 0 0 1 2 0 0 1 1 3
split_gain=4.7914e+11 8.59009e+12 1.41612e+13 1.33481e+13 2.83232e+13 2.16232e+13 2.38801e+13 2.08915e+13 4.44788e+13 2.51555e+13 1.95288e+13 6.11342e+13 6.19935e+13 3.55719e+13 2.88958e+13 3.61247e+13 2.86608e+13 1.57714e+13 1.4742e+13 1.87938e+13 2.66815e+13 3.91287e+13 1.61576e+13 3.46239e+13 3.4375e+13 2.43091e+13 6.34611e+13 3.40228e+13 3.06615e+13 2.22072e+13
threshold=110.05000000000001 109.05000000000001 1.0000000180025095e-35 59.916647550000008 56.895161300000005 30.305955500000003 59.846652800000008 8.5000000000000018 11.500000000000002 2.5000000000000004 18.500000000000004 16.500000000000004 55.86787755000001 55.769960200000007 18.500000000000004 39.011252750000004 23.500000000000004 59.932719750000011 7.5000000000000009 37.275078000000001 4.5000000000000009 54.959412650000012 43.592450450000008 39.767857750000005 8.5000000000000018 55.017766000000002 55.020029900000004 37.542000650000013 37.620907050000007 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 6 -6 9 -9 -5 11 18 14 16 -13 -16 -12 -11 -4 20 -20 -22 23 -21 29 -24 -27 -28 -29 -25
right_child=-2 2 3 7 5 -7 -8 8 -10 17 13 12 -14 -15 15 -17 -18 -19 19 22 21 -23 25 24 -26 26 27 28 -30 -31
leaf_value=-0.6473611299785671 -251.54087427289753 65657.616575168926 -4577.2586955920442 127113.89768518519 5199.7873046875002 -12372.061785032469 -127042.2274020725 -111075.97709099264 26250.127516233766 72879.595452008929 -63232.525411184215 -45339.943843900241 234369.08869047623 -103953.43026494567 149526.14296875001 -3857.5718750000001 49698.27769886364 13092.04549760085 -86227.194390624994 132941.77983870968 74386.42815358231 -68486.4235405816 -2122.7374176728895 29583.135048272357 -34578.8443307977 194577.02226562501 72139.289095394735 -99794.877203124997 12316.960087105108 128257.31284877233
leaf_weight=4238385 74421 37 1324 27 22 499 36 34 77 56 38 26 21 46 34 28 55 208 50 31 41 36 1258 123 76 20 95 25 1007 28
leaf_count=4238385 74421 37 1324 27 22 499 36 34 77 56 38 26 21 46 34 28 55 208 50 31 41 36 1258 123 76 20 95 25 1007 28
internal_value=0 4.41118 4005.92 3577.22 2145.4 -19089.4 -76881.5 21097.4 -15813.7 35176.9 4856.94 6070.87 79988.9 -32023.7 43148.2 80256.1 3554.51 25774.3 4112.42 8236.12 -29346.7 7588.73 10028.5 33810.6 20272.9 7477.2 18006.2 14872.7 9601.07 47880.3
internal_weight=0 4.24374e+06 5358 5321 4919 557 58 402 111 291 4362 4223 109 139 88 62 93 264 4114 2790 127 77 2663 258 227 2405 1147 1127 1032 151
internal_count=4318164 4243743 5358 5321 4919 557 58 402 111 291 4362 4223 109 139 88 62 93 264 4114 2790 127 77 2663 258 227 2405 1147 1127 1032 151
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=31
num_cat=0
split_feature=5 2 0 3 5 2 5 4 1 1 0 3 5 2 5 5 2 0 1 5 1 3 0 2 1 0 1 2 5 1
split_gain=4.8493e+11 2.7015e+12 1.02031e+13 1.47224e+13 2.22e+13 2.09039e+13 1.78923e+13 2.49446e+13 2.18311e+13 2.03232e+13 2.0123e+13 1.34954e+13 1.33365e+13 1.28665e+13 4.32735e+13 1.11461e+13 1.08594e+13 1.03261e+13 2.51106e+13 2.208e+13 3.33916e+13 3.43874e+13 3.10526e+13 2.71975e+13 2.65327e+13 3.78708e+13 1.47223e+13 1.98382e+13 1.27979e+13 2.31792e+13
threshold=102.01000000000001 8.5000000000000018 44.893607100000004 17.500000000000004 109.05000000000001 11.500000000000002 118.33500000000002 2.5000000000000004 39.726951800000002 37.777459000000007 43.514103700000014 21.500000000000004 137.05000000000004 17.500000000000004 128.92000000000004 123.15000000000002 19.500000000000004 45.03656895000001 37.328003200000005 107.05000000000001 38.975980350000007 16.500000000000004 45.022371150000005 17.500000000000004 39.047276750000002 45.022371150000005 39.027779200000005 14.500000000000002 109.05000000000001 38.996948700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 10 -8 9 -9 -6 -12 15 14 -11 -10 -15 18 -4 20 21 -20 23 -23 26 -26 -22 -28 29 -19
right_child=1 2 17 4 6 -7 7 8 12 13 11 -13 -14 16 -16 -17 -18 28 19 -21 24 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=5.3783799633868128 109.64765136374042 -12204.964970405406 92951.14285037879 -25044.610044642861 -95061.511838180959 93501.005162377449 95488.314257812512 44142.288802083334 58018.980113636368 -109686.77517641129 36442.624379006411 -44350.373011363641 86096.60918719953 -136554.43625 38545.555078124999 -40523.593733723959 -36782.500651041672 -10504.042500131742 142357.74817073171 -206.11654296875 679.44175347222233 -55148.321075148815 109550.98184151787 80131.256521739138 7199.9290322043689 144565.12421875002 -128346.83810763891 -3393.2746744791666 394.47163329819369 300.84115382546571
leaf_weight=4209727 77067 1637 33 21 37 51 32 39 22 31 39 44 39 20 54 24 24 3484 41 1580 72 42 35 23 88 26 27 24 19165 4616
leaf_count=4209727 77067 1637 33 21 37 51 32 39 22 31 39 44 39 20 54 24 24 3484 41 1580 72 42 35 23 88 26 27 24 19165 4616
internal_value=0 -208.799 -991.129 -7700.21 7759.5 58925.2 -1336.63 12302.1 1780.51 -19114 -33728.6 -6387.4 43077.9 -38238 -15515.6 6605.46 -82133.4 -506.34 6445.94 4987.99 26698.8 65232.2 33610.7 -7280.16 3773.85 38528.8 -28438.1 -69545.2 -1014.02 -4346.59
internal_weight=0 108437 31370 2114 477 72 405 285 253 168 120 83 85 129 85 46 44 29256 1991 1958 378 141 100 65 237 114 123 51 27265 8100
internal_count=4318164 108437 31370 2114 477 72 405 285 253 168 120 83 85 129 85 46 44 29256 1991 1958 378 141 100 65 237 114 123 51 27265 8100
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=31
num_cat=0
split_feature=3 0 0 3 5 1 1 3 3 1 6 1 5 0 4 5 1 6 3 5 1 5 3 2 5 5 1 5 3 3
split_gain=4.74847e+11 5.13587e+12 3.34376e+13 2.18493e+13 2.76144e+13 2.74398e+13 2.1661e+13 2.04903e+13 2.63121e+13 1.88572e+13 2.75899e+13 2.62629e+13 1.67729e+13 1.55157e+13 2.59901e+13 7.29176e+13 4.19438e+13 3.65817e+13 6.02993e+13 3.08857e+13 5.86482e+13 4.27621e+13 2.62026e+13 2.34697e+13 2.21218e+13 4.04126e+13 4.08106e+13 2.28076e+13 2.40029e+13 2.14383e+13
threshold=18.500000000000004 55.061033200000004 55.110554300000004 20.500000000000004 90.015000000000015 82.897133550000021 82.940215400000014 22.500000000000004 24.500000000000004 82.91993380000001 1.5000000000000002 82.911991800000024 55.990000000000002 55.043101600000007 1.5000000000000002 57.705000000000005 82.967723800000016 1.5000000000000002 21.500000000000004 37.505000000000003 82.981501350000016 37.995000000000012 23.500000000000004 23.500000000000004 91.050000000000011 87.00500000000001 82.926290250000008 67.990000000000023 22.500000000000004 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 9 -5 -6 -7 -9 11 -11 -3 -12 -2 19 16 -16 18 -17 -15 21 22 -21 -23 25 27 -27 28 -20 -19
right_child=1 2 -4 5 6 7 -8 8 -10 10 12 -13 -14 14 15 17 -18 29 24 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=13.329360072614683 -218.60075815635861 23174.572154959453 1.3892695285595495 -103875.40721028647 125477.99424913195 -10656.629832845443 34121.129905388945 30542.562304836007 3538.6681120842823 13118.256861308175 -6314.1141443827073 109554.06963799056 -65591.770388292905 1581.3061922407421 37374.294212698602 -39633.989237787107 -8221.8891271123084 5285.2085026512104 63390.568292827607 34593.644503348216 -97390.762195616888 -8658.8476491817764 -48631.579958169292 25355.305780668714 -21644.297300599752 153196.28623991934 22755.552115271228 3961.3922065231077 -15221.541772430193 94815.505577256961
leaf_weight=3717520 174516 194 401268 24 36 836 93 411 2956 1883 166 43 67 3009 773 541 273 2837 40 42 77 5963 381 210 608 31 106 1893 1340 27
leaf_count=3717520 174516 194 401268 24 36 836 93 411 2956 1883 166 43 67 3009 773 541 273 2837 40 42 77 5963 381 210 608 31 106 1893 1340 27
internal_value=0 -82.4984 118.45 7119.9 14567.3 2746.95 59616.1 3355.78 6834.96 12097.6 9101.55 38846.8 -23359.6 -508.011 -3290.6 755.347 25474 -2727.84 -8291.92 -6829.66 -10622.3 -9609.43 -40368.1 -7501.72 -4071.9 -938.755 52271.3 -3166 -12942.9 6129.24
internal_weight=0 600644 407977 6709 2482 4227 129 4203 3367 2353 2116 237 233 192667 18151 8469 1046 7423 4559 9682 6673 6596 423 6173 4018 3410 137 3273 1380 2864
internal_count=4318164 600644 407977 6709 2482 4227 129 4203 3367 2353 2116 237 233 192667 18151 8469 1046 7423 4559 9682 6673 6596 423 6173 4018 3410 137 3273 1380 2864
is_linear=0
shrinkage=0.1


Tree=3498
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 5 0 0 4 4 0 3 5 1 4 0 0 5 0 5 6 0 5 2 0 1 5 5 5 0
split_gain=4.47567e+11 5.96871e+12 9.76523e+12 1.51291e+13 2.18245e+13 2.9167e+13 2.1306e+13 2.99967e+13 2.12391e+13 3.42807e+13 1.57879e+13 1.5415e+13 1.31374e+13 1.98623e+13 2.36827e+13 1.31075e+13 3.24412e+13 1.23302e+13 2.19832e+13 2.78432e+13 2.47722e+13 2.6087e+13 1.78231e+13 1.16655e+13 1.12934e+13 1.0715e+13 9.89214e+12 1.22853e+13 9.50271e+12 9.25991e+12
threshold=4.5000000000000009 30.578016350000002 36.546174950000008 101.05000000000001 84.030000000000015 86.02500000000002 50.565831500000009 59.950068600000009 3.5000000000000004 2.5000000000000004 58.242297500000006 3.5000000000000004 88.015000000000015 33.101335500000005 3.5000000000000004 56.028355650000009 59.990816400000007 30.990000000000006 44.678200800000006 40.905000000000008 1.5000000000000002 59.963407450000012 48.510000000000012 2.5000000000000004 59.834458500000004 33.101335500000005 120.05000000000001 110.05000000000001 82.00500000000001 56.895161300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 17 25 -7 10 9 -5 -8 26 -9 -14 -15 -11 -17 -3 19 -19 24 22 -22 -13 -20 -6 27 -10 -23 -28
right_child=-2 2 -4 8 5 6 7 12 11 15 -12 23 13 14 -16 16 -18 18 20 -21 21 28 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=1535.3342896058521 9.8891777627047581 7133.7015045729077 -107.51555203555773 -54261.504158528653 -147477.3476902174 81042.562946428574 -40576.782034122247 72611.736100260416 23041.51333984375 29167.925698390151 -128700.7814385776 -104383.75052083335 65159.145479910716 -83879.829403409094 18205.059266954788 211620.85687500003 55637.139963378911 -25096.537268737124 14999.683302539002 40331.947001781802 -6994.2329053294688 -698.09702935248652 -19758.154711198433 -11068.074926097974 -6121.8831182516242 -58563.670738636371 92829.336956521744 -78140.273750000008 55846.60364583334 17267.00007240989
leaf_weight=20940 3945856 1084 340308 24 23 21 68 24 30 33 29 21 28 44 47 20 40 91 816 228 2854 3196 1774 37 367 33 23 20 30 55
leaf_count=20940 3945856 1084 340308 24 23 21 68 24 30 33 29 21 28 44 47 20 40 91 816 228 2854 3196 1774 37 367 33 23 20 30 55
internal_value=0 -104.809 -202.554 -3126.83 -3747.56 -29596.7 -15546.3 -23997.8 18910.2 52292 -66923.1 -2088.05 5119.32 -8492.59 -31154.7 79789.7 107632 -2962.68 -4132.46 21667.4 -5043.18 -7075.15 -11886.9 -44854.8 8447.18 -95081.8 17290.6 -17431.2 -172.263 39548.2
internal_weight=0 372308 351368 11060 10757 317 261 240 303 117 97 186 143 119 91 93 60 10440 9356 319 9037 7854 4628 58 1183 56 128 50 3226 78
internal_count=4318164 372308 351368 11060 10757 317 261 240 303 117 97 186 143 119 91 93 60 10440 9356 319 9037 7854 4628 58 1183 56 128 50 3226 78
is_linear=0
shrinkage=0.1


Tree=3499
num_leaves=31
num_cat=0
split_feature=5 4 2 5 1 1 0 1 5 3 3 1 1 3 1 1 0 6 5 1 1 3 1 1 1 1 0 0 1 1
split_gain=4.50393e+11 8.46037e+12 1.21639e+13 2.53437e+13 2.33971e+13 3.5062e+13 3.02744e+13 4.30356e+13 3.59048e+13 3.11817e+13 2.93533e+13 2.85222e+13 3.59437e+13 2.24561e+13 2.03117e+13 2.9388e+13 1.93132e+13 3.62961e+13 5.46574e+13 5.58121e+13 3.97168e+13 4.73744e+13 3.61706e+13 3.30374e+13 5.38358e+13 4.77867e+13 2.73897e+13 3.86e+13 2.39308e+13 2.21348e+13
threshold=110.05000000000001 3.5000000000000004 2.5000000000000004 132.05000000000004 39.739656000000004 39.767857750000005 59.990816400000007 30.315880100000005 116.06000000000002 4.5000000000000009 16.500000000000004 38.959914000000005 39.016372550000007 14.500000000000002 39.826386800000009 39.899261850000009 45.067452850000002 1.5000000000000002 116.06000000000002 38.950530550000003 38.975980350000007 4.5000000000000009 36.761894450000007 37.475443250000005 37.620907050000007 37.362912300000012 55.674875350000008 55.812836050000008 38.950530550000003 37.792847950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 9 -9 -8 13 -12 -13 16 -7 -16 17 -2 28 -20 -21 -22 -18 25 -25 26 -24 -28 -19 -26
right_child=1 -3 -4 -5 5 14 7 8 -10 -11 11 12 -14 -15 15 -17 22 18 19 20 21 -23 23 24 29 -27 27 -29 -30 -31
leaf_value=4.2768039304887315 -103362.26931818183 899.28158261522424 -359.05937378627203 3278.1320531385495 -118105.65991210938 76873.476015624998 -150307.95882352942 -73844.372416285463 39173.945873119214 -42392.065829613101 64620.390840799831 -85210.844393382358 70981.828906249997 -45429.929419424021 -65905.272594275841 -11867.487012666794 11736.142055335411 30476.97046370968 -9756.4872195512835 157650.77348958334 138346.63821113782 -5204.7762834821433 68237.842150297627 141312.41029829546 -110730.86237500001 -171497.25687040444 -129988.51970982143 41503.458035714284 -49903.268490998642 -12793.43469075521
leaf_weight=4243743 22 34622 31764 2656 32 25 34 38 108 126 143 34 26 102 104 3116 624 62 78 60 39 56 21 22 25 34 35 21 92 300
leaf_count=4243743 22 34622 31764 2656 32 25 34 38 108 126 143 34 26 102 104 3116 624 62 78 60 39 56 21 22 25 34 35 21 92 300
internal_value=0 -243.878 -1238.34 -4714.3 -8660.75 -13942.9 -425.961 -29500.6 9758.22 -65324.2 4527.73 40340.3 -17527.4 -35.9531 -12915.7 -13612.8 3069.47 21580.9 28683.6 59236.4 93955.5 53726.9 -3927.92 -25269.4 -10079 -72756.2 -29156.2 -65679 -17542.4 -20327.1
internal_weight=0 74421 39799 8035 5379 3277 2102 306 146 160 1796 203 60 1593 3245 3220 1491 409 387 233 155 95 1082 458 347 111 77 56 154 325
internal_count=4318164 74421 39799 8035 5379 3277 2102 306 146 160 1796 203 60 1593 3245 3220 1491 409 387 233 155 95 1082 458 347 111 77 56 154 325
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=31
num_cat=0
split_feature=5 0 0 4 3 3 1 3 3 0 4 2 0 1 1 0 0 2 3 2 3 5 0 3 2 2 5 5 2 3
split_gain=5.97707e+11 2.82856e+12 5.97863e+12 6.03621e+12 1.71703e+13 1.54088e+13 1.10117e+13 5.74056e+12 1.61981e+13 1.75261e+13 1.59228e+13 6.17422e+12 6.1129e+12 3.36491e+12 1.14791e+13 2.02174e+13 1.82562e+13 2.92262e+13 3.67359e+13 2.43956e+13 1.80055e+13 1.24139e+13 2.74663e+13 1.21424e+13 8.38362e+12 1.02664e+13 8.28431e+12 1.39922e+13 1.34389e+13 7.63731e+12
threshold=142.05000000000004 60.035045000000004 60.042666650000008 4.5000000000000009 7.5000000000000009 3.5000000000000004 30.160599000000001 8.5000000000000018 4.5000000000000009 61.674413550000004 3.5000000000000004 9.5000000000000018 61.785186750000001 38.969379750000009 38.950530550000003 45.029420750000007 45.055827000000008 3.5000000000000004 10.500000000000002 10.500000000000002 9.5000000000000018 225.45000000000002 45.063245200000004 14.500000000000002 24.500000000000004 23.500000000000004 150.04500000000004 177.02500000000003 6.5000000000000009 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 -3 6 5 -5 -4 8 12 -10 11 -9 -8 14 24 23 29 18 -18 20 -19 22 -21 -16 25 -2 -25 -28 -29 -17
right_child=1 2 3 4 -6 -7 7 10 9 -11 -12 -13 -14 -15 15 16 17 19 -20 21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=2.5827950336989161 480.08958849422106 -55085.039948918275 -60995.303134527443 -1361.6184895833335 -37346.175861378208 96027.155468750003 37200.8532912234 6891.5263346354177 -111497.22707435345 -11806.831006944445 63384.682857572116 -59437.230027173915 -18950.821330492425 -1123.6191750606597 84825.583521569308 -19181.188246372767 2287.0374999999999 12776.884960937501 177864.11454190343 135608.20390625001 -98437.424176520275 -34753.625273437501 -12743.607782451923 -9879.1938020833331 61917.314346590909 -49779.47445217226 101030.75762392243 88425.710835597827 767.73958957619868 -83145.358593750003
leaf_weight=4297453 4662 26 41 33 39 32 47 36 29 45 39 23 33 15084 46 56 26 24 22 24 37 20 26 45 22 41 29 23 73 28
leaf_count=4297453 4662 26 41 33 39 32 47 36 29 45 39 23 33 15084 46 56 26 24 22 24 37 20 26 45 22 41 29 23 73 28
internal_value=0 -535.919 -8629.33 -5586.89 15109.9 46583.6 -12933.2 -5113.58 -17153.7 -50874.7 13806.5 -18965.4 14038.3 -367.174 1825.41 16576.3 -2042.17 16006.3 82759.9 -8453.04 -54681 31831.3 58465.3 39246 330.032 41.9348 26912.7 40157.8 21769.1 -40502.6
internal_weight=0 20711 423 397 104 65 293 252 154 74 98 59 80 20288 5204 479 263 179 48 131 61 70 50 216 4725 4703 170 125 96 84
internal_count=4318164 20711 423 397 104 65 293 252 154 74 98 59 80 20288 5204 479 263 179 48 131 61 70 50 216 4725 4703 170 125 96 84
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=31
num_cat=0
split_feature=5 4 3 3 1 4 6 1 2 0 1 3 4 1 3 3 2 5 0 1 1 0 0 2 1 3 2 0 1 4
split_gain=4.84142e+11 2.94749e+12 5.26618e+12 4.41614e+12 9.19446e+12 7.61398e+12 1.20771e+13 2.41172e+13 2.85068e+13 2.57043e+13 2.34061e+13 3.61067e+13 2.02925e+13 2.01079e+13 1.05858e+13 2.02666e+13 2.19287e+13 1.81819e+13 3.23125e+13 2.10169e+13 1.48592e+13 1.77436e+13 1.01536e+13 3.57675e+13 1.6749e+13 9.88701e+12 2.29964e+13 1.73628e+13 1.6623e+13 1.55288e+13
threshold=142.05000000000004 2.5000000000000004 25.500000000000004 2.5000000000000004 38.233559750000005 1.5000000000000002 1.5000000000000002 42.09605220000001 5.5000000000000009 47.155083450000006 65.610478850000007 15.500000000000002 1.0000000180025095e-35 39.188277450000008 5.5000000000000009 7.5000000000000009 3.5000000000000004 225.45000000000002 47.208883950000008 43.048525950000005 36.585378200000001 59.950068600000009 44.874285750000006 8.5000000000000018 45.148007750000012 6.5000000000000009 6.5000000000000009 44.039893800000009 37.214886200000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -5 12 -12 -9 -10 17 16 -16 18 19 -7 21 -17 23 24 -22 27 28 -8 -27 -29
right_child=1 -3 -4 5 -6 14 25 10 13 -11 11 -13 -14 -15 15 20 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=2.3245112743672194 -67702.367307692315 -887.18437021992077 43295.287500000006 -88190.077574573865 -3190.3205888605444 85696.125669642861 -49851.975042229729 111593.26440791378 -54401.379282924107 54118.937552083335 -147759.88497070313 39982.137527901788 1933.7561067708336 -180591.52296195654 159739.92667968752 118448.89797453705 33454.027053000711 8585.0224841342406 -114275.20164930556 -54165.258429509951 -148883.04911644346 -5823.050898437501 13567.144033675657 65339.438031250007 -22584.043954613095 -101202.06050646552 16118.021150171015 58447.071973765982 -19458.890812499998 9653.0561188228548
leaf_weight=4297453 26 18572 32 22 147 21 37 27 28 30 20 21 45 23 20 27 44 361 36 22 21 20 310 25 21 29 209 88 175 252
leaf_count=4297453 26 18572 32 22 147 21 37 27 28 30 20 21 45 23 20 27 44 361 36 22 21 20 310 25 21 29 209 88 175 252
internal_value=0 -482.328 3032.87 2421.38 -12885.8 3790.64 -2235.69 -23189.8 -58188.9 -6088.72 8712.07 -51599.3 43056.1 -111311 10323.5 20465 72918.4 -924.389 -44378.8 14139.1 12547.5 65567.2 5937.64 -29363 -85733.5 3493.53 -7194.91 15202.6 -31079.2 22282.1
internal_weight=0 20711 2139 2107 173 1934 1006 216 103 52 113 41 72 51 928 488 64 440 79 43 424 47 377 67 42 790 413 377 204 340
internal_count=4318164 20711 2139 2107 173 1934 1006 216 103 52 113 41 72 51 928 488 64 440 79 43 424 47 377 67 42 790 413 377 204 340
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 5 5 1 5 5 1 0 1 0 1 1 0 0 1 1 1 1 1 1 0 5 1 5 1 1
split_gain=4.62751e+11 2.06338e+12 5.73456e+12 2.16515e+13 1.43943e+13 1.11006e+13 9.82848e+12 1.2422e+13 9.34509e+12 9.22498e+12 8.79936e+12 1.09459e+13 2.04202e+13 9.81756e+12 1.83742e+13 7.09401e+12 6.52991e+12 1.54672e+13 1.50506e+13 6.65332e+12 5.75572e+12 5.7311e+12 8.27224e+12 9.8441e+12 1.88514e+13 1.26723e+13 1.70507e+13 2.5656e+13 1.52358e+13 9.38172e+12
threshold=2.5000000000000004 55.212972300000011 54.99493995000001 39.110397700000007 47.554129950000011 63.855000000000011 110.05000000000001 61.365473900000005 57.005000000000003 142.05000000000004 83.011163250000024 55.193434200000006 78.608766650000021 55.07108800000001 83.093115700000013 37.914142000000005 55.020029900000004 55.025681450000008 82.784560750000011 82.907204800000002 82.945329900000004 83.003542850000017 82.926290250000008 82.902675200000019 55.030402950000003 60.005000000000003 78.608766650000021 42.895000000000003 82.897133550000021 82.871296800000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 10 9 -4 -8 11 16 -13 14 -12 -10 19 18 -18 -6 -21 22 23 24 -19 26 -26 -28 -27 -29
right_child=-2 -3 3 4 6 -7 7 -9 15 -11 13 12 -14 -15 -16 -17 17 21 -20 20 -22 -23 -24 -25 25 28 27 29 -30 -31
leaf_value=186.48174066844808 -5.3676535387698063 708.44582197387308 7256.9316408399209 -19758.535586313101 265.45803510822236 -81936.580160984857 -35169.045495605467 74748.625314670135 -5516.9162719726564 50128.416964285716 1675.2185625700674 21048.55005819918 -29603.286176048245 9562.9374379109995 -59110.645458984378 44687.4813370579 57692.373550575663 -51130.148568913966 6278.649819314428 -70528.088593750013 -16004.360891894854 -37569.816253063727 5056.4984432308102 -18651.747579185878 -4074.0615042536683 -11743.064547722412 -5203.6540158326607 19362.674829889114 -79460.538888888899 57461.666304615166
leaf_weight=58265 4205107 46748 694 221 305 33 32 36 36 21 223 99 406 834 64 129 76 81 227 20 606 51 827 527 1509 431 261 124 36 135
leaf_count=58265 4205107 46748 694 221 305 33 32 36 36 21 223 99 406 834 64 129 76 81 227 20 606 51 827 527 1509 431 261 124 36 135
internal_value=0 199.648 -159.056 -2661.89 -4455.76 -27836.8 -3598.91 29418.4 12342.7 -1371.94 -4028.4 -5615.85 -19673.5 4073.13 -11879.8 33733.8 -4254.83 -2605.58 19174.5 -11845.6 -17746.3 -4262.88 -3830.77 -6198.6 -3651.92 -2111.16 1307.24 16923.4 -16963.3 39221.2
internal_weight=0 113057 66309 8044 7185 254 6931 89 859 53 6842 5721 505 1121 287 165 5216 4285 303 931 626 3982 3931 3104 2577 2496 2029 520 467 259
internal_count=4318164 113057 66309 8044 7185 254 6931 89 859 53 6842 5721 505 1121 287 165 5216 4285 303 931 626 3982 3931 3104 2577 2496 2029 520 467 259
is_linear=0
shrinkage=0.1


Tree=3503
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 5 1 0 2 0 2 1 4 5 1 3 2 1 0 5 5 5 3 3 1 5 1 5
split_gain=4.59079e+11 6.92535e+12 2.86773e+13 8.33369e+13 2.77967e+13 2.96452e+13 4.70145e+13 3.31049e+13 2.56715e+13 2.31386e+13 1.99191e+13 1.9794e+13 1.6743e+13 3.29469e+13 1.47527e+13 2.8075e+13 1.98811e+13 1.99558e+13 2.93703e+13 2.28054e+13 1.52714e+13 1.47767e+13 1.42206e+13 1.42082e+13 1.39793e+13 1.39047e+13 1.95988e+13 2.145e+13 8.75675e+13 2.22045e+13
threshold=45.067452850000002 45.073740550000004 39.007683500000006 38.996948700000011 39.016372550000007 45.070824200000011 1.5000000000000002 78.710000000000022 38.911476500000006 45.070824200000011 14.500000000000002 45.070824200000011 16.500000000000004 39.036172050000012 2.5000000000000004 76.00500000000001 39.041623000000008 14.500000000000002 8.5000000000000018 39.027779200000005 45.070824200000011 79.010000000000005 63.855000000000011 54.990000000000002 16.500000000000004 4.5000000000000009 38.950530550000003 109.05000000000001 38.959914000000005 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -4 7 -7 11 -5 -11 23 14 -14 15 -6 17 18 -16 20 -19 -21 -12 -2 -23 -10 -27 29 -29 -28
right_child=1 -3 4 9 12 6 -8 -9 25 10 22 -13 13 -15 16 -17 -18 19 -20 21 -22 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=-95.46283617559854 -17392.515283378551 -1.4818767164259246 7525.1220632566728 4851.6585219610306 3200.4532231028575 58916.842701305046 22590.667288187105 204922.2504557292 -11138.807736290566 -32496.787533533789 -10020.139925508722 -3638.9955857944328 -22778.760948549399 3080.9990730731934 28549.776177133419 -34835.237141689555 -8594.8158532001726 -68612.853330641534 112237.798125 1303.5694953070747 2300.9717099124441 57295.190391561438 87396.412232506802 -60050.599457696138 11225.449981994629 13890.732829150495 2187.5898576035775 45176.599171496979 -122225.26440972224 78817.396134868424
leaf_weight=451126 461 3832959 2240 231 13007 44 584 24 650 1202 43 2372 750 1436 260 197 291 52 50 216 73 146 23 94 120 1649 7701 62 63 38
leaf_count=451126 461 3832959 2240 231 13007 44 584 24 650 1202 43 2372 750 1436 260 197 291 52 50 216 73 146 23 94 120 1649 7701 62 63 38
internal_value=0 11.1366 1430.37 -1922.51 3940.14 12987.4 31753.7 110448 635.114 -24256.9 -29559.8 -7616.81 2363.75 -5791.29 3600.7 2632.97 14178.4 21405.3 42047.8 10863 -27199.2 20733.9 23928.1 -24617.5 36511.8 3011.71 3978.58 1900.11 -39193.9 2563.86
internal_weight=0 3.86704e+06 34079 14589 19490 2892 652 68 13090 1499 1268 2927 16598 2186 14412 13204 1208 917 310 607 125 482 66 555 266 10163 9513 7864 125 7739
internal_count=4318164 3867038 34079 14589 19490 2892 652 68 13090 1499 1268 2927 16598 2186 14412 13204 1208 917 310 607 125 482 66 555 266 10163 9513 7864 125 7739
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=31
num_cat=0
split_feature=0 3 5 3 4 1 2 1 5 1 5 5 3 5 1 2 5 1 5 5 1 5 5 1 5 5 3 3 1 3
split_gain=4.67287e+11 5.04184e+12 4.58209e+12 1.44335e+13 1.12221e+13 3.4823e+13 1.66893e+13 2.20275e+13 2.1408e+13 1.85523e+13 1.65032e+13 1.12831e+13 1.04552e+13 9.40374e+12 7.52938e+12 7.06013e+12 8.22435e+12 2.84305e+13 5.9151e+12 8.07979e+12 2.23242e+13 1.20491e+13 1.35708e+13 1.1102e+13 2.61289e+13 2.55397e+13 1.70153e+13 6.08708e+12 6.08621e+12 5.6313e+12
threshold=43.465905150000005 26.500000000000004 44.905000000000008 20.500000000000004 1.5000000000000002 40.810045900000013 3.5000000000000004 39.969502550000009 43.810000000000009 39.969502550000009 42.605000000000011 41.995000000000012 5.5000000000000009 40.005000000000003 39.925119750000007 1.5000000000000002 40.605000000000011 44.083877800000003 37.005000000000003 30.025000000000002 42.09605220000001 27.010000000000002 26.005000000000006 39.925119750000007 34.920000000000009 32.005000000000003 4.5000000000000009 3.5000000000000004 42.09605220000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 8 -8 10 14 11 13 -9 -6 -10 16 18 -18 19 21 23 22 27 -21 25 -25 -27 -1 -20 -26
right_child=-2 -3 -4 -5 5 -7 7 12 9 -11 -12 -13 -14 -15 -16 -17 17 -19 28 20 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-11292.111256532451 -3.481532547795422 -39369.415283203125 -213.72254549104943 66196.232014596128 16094.133179148392 -1594.2787159345835 30808.188492777124 141925.6724003233 -40228.273531250001 -117471.48727678572 68156.936895751962 -24318.234650213068 51643.068766983699 79988.114640625005 42090.883164062507 -894.40095825401386 109049.749810432 6090.8111500176856 -36186.254302619483 -1612.607415886645 -1027.1853308773866 -16191.537209170627 60054.832354113518 35280.268071209015 -24657.024350717908 181825.76953125 69249.221976562505 16521.833053298225 409.92120784564617 32162.242737926135
leaf_weight=148 4270332 32 36299 35 293 1346 265 29 25 21 64 66 23 25 20 7682 34 127 68 53 347 291 49 61 37 29 25 168 137 33
leaf_count=148 4270332 32 36299 35 293 1346 265 29 25 21 64 66 23 25 20 7682 34 127 68 53 347 291 49 61 37 29 25 168 137 33
internal_value=0 310.823 337.388 2076.78 1881.05 8343.33 24439.6 42485.2 13310.4 -39860.5 21143.6 13308 101993 21117.2 -3641.98 366.534 6394.23 27833.7 4007.12 6606.61 15151.1 -1013.13 11088 38738.9 50299 79619.8 129707 3495.05 -11729.3 2129.2
internal_weight=0 47832 47800 11501 11466 2177 831 317 514 66 448 384 52 318 45 9289 1607 161 1446 1241 585 656 365 238 185 115 54 316 205 70
internal_count=4318164 47832 47800 11501 11466 2177 831 317 514 66 448 384 52 318 45 9289 1607 161 1446 1241 585 656 365 238 185 115 54 316 205 70
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=31
num_cat=0
split_feature=0 5 5 3 4 5 2 2 0 3 3 2 5 5 1 5 2 2 5 0 5 5 3 1 5 3 5 0 2 6
split_gain=5.08906e+11 1.87736e+12 4.29433e+12 5.57898e+12 6.35914e+12 3.93851e+12 1.46426e+13 1.29621e+13 7.96421e+12 6.34181e+12 7.3755e+12 1.29218e+13 1.11824e+13 1.49543e+13 9.09324e+12 1.20789e+13 1.9098e+13 3.21891e+13 1.03914e+13 7.1624e+12 6.86554e+12 1.53232e+13 9.50679e+12 1.88599e+13 1.79866e+13 1.70692e+13 2.027e+13 7.71224e+12 7.80247e+12 6.6172e+12
threshold=43.056445700000005 89.00500000000001 87.395000000000024 10.500000000000002 2.5000000000000004 90.015000000000015 9.5000000000000018 4.5000000000000009 42.966471700000007 13.500000000000002 12.500000000000002 11.500000000000002 128.92000000000004 118.33500000000002 47.473138800000008 103.45000000000002 4.5000000000000009 8.5000000000000018 92.035000000000011 42.966471700000007 177.02500000000003 150.04500000000004 15.500000000000002 47.554129950000011 104.75000000000001 14.500000000000002 120.05000000000001 42.966471700000007 10.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 -3 10 11 -7 13 14 -12 18 -17 -18 -16 -14 21 22 23 25 -25 26 27 -11 -29 -28
right_child=-2 5 3 4 -6 9 -8 -9 -10 20 12 -13 19 -15 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=168.62139050521887 -2.9761485144061735 -16024.892342692576 -487.58090910734956 -13126.615634855218 -59744.132744140625 750.83385792825879 -34893.595720358455 29099.078815048993 15726.774113109277 -35230.058089192709 -34573.852986246748 64503.870336914064 99188.437239583349 -58025.839088541667 59160.542822265626 -28405.428645833334 156770.30085533406 22798.636128656915 -15450.563248697916 25336.357900053881 -55063.488558467747 71388.917077636725 -26551.656500627458 -10175.634033203125 90409.902929687509 52206.218898010258 -123387.74375000001 43947.50049542683 -28822.153528362775 -47460.230794270836
leaf_weight=25392 4285952 157 216 109 40 4899 68 295 159 48 30 32 24 30 24 24 29 47 84 29 31 24 207 32 40 32 22 41 23 24
leaf_count=25392 4285952 157 216 109 40 4899 68 295 159 48 30 32 24 30 24 24 29 47 84 29 31 24 207 32 40 32 22 41 23 24
internal_value=0 395.99 13.8118 -10755.8 -25641.4 1920.97 9125.35 14024.3 -48.5792 1074.06 2120.7 1164.56 16808.2 8508.06 16894.7 24318 49361.4 73919.4 1129.68 58778.8 -9416.28 -6545.97 -10534.1 2120.97 45705.2 -14395.2 -27884.1 -4929.51 17795.9 -83773.4
internal_weight=0 32212 25757 365 149 6455 679 611 316 5776 5252 4931 321 268 238 208 100 76 108 53 524 493 469 262 72 190 158 112 64 46
internal_count=4318164 32212 25757 365 149 6455 679 611 316 5776 5252 4931 321 268 238 208 100 76 108 53 524 493 469 262 72 190 158 112 64 46
is_linear=0
shrinkage=0.1


Tree=3506
num_leaves=31
num_cat=0
split_feature=1 1 1 0 3 0 5 5 3 0 5 0 0 0 5 6 2 5 5 1 5 0 1 0 3 1 0 3 5 3
split_gain=4.85381e+11 1.10587e+13 2.02935e+13 3.71452e+13 2.58242e+13 2.86069e+13 4.94415e+13 5.02377e+13 3.08743e+13 2.29961e+13 4.44168e+13 2.93226e+13 2.0273e+13 1.77965e+13 1.96381e+13 1.75636e+13 1.71415e+13 2.13492e+13 1.91406e+13 2.00987e+13 1.82209e+13 1.68206e+13 3.91272e+13 1.39621e+14 8.83537e+13 6.78957e+13 5.46868e+13 5.50971e+13 9.28501e+13 6.76076e+13
threshold=43.574807850000006 44.660994650000006 45.148007750000012 54.484631300000011 9.5000000000000018 52.719210700000012 118.33500000000002 100.05000000000001 16.500000000000004 43.056445700000005 87.395000000000024 54.194619400000008 43.056445700000005 53.242949050000007 38.905000000000008 1.5000000000000002 1.5000000000000002 137.05000000000004 132.05000000000004 43.868031300000006 38.010000000000012 56.301440000000007 43.94115175000001 56.338501050000012 16.500000000000004 44.005491150000005 56.320495600000008 15.500000000000002 74.610000000000014 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 9 12 7 13 -9 15 11 -11 -6 14 -7 -3 17 18 19 -2 -18 -22 -23 25 -25 26 27 28 -24 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-33.774688289092033 2853.5942714356447 15352.506597037675 11.979485020878819 -37373.470028782489 5023.0486297607422 -1985.9116902361679 137809.483429827 -10671.684311655406 -138189.92931690704 -11264.433882493149 -47534.492385095829 1564.5935144934519 -37507.494991307904 -3101.4778086429628 15418.335623317158 -2690.197978501325 -1028.0561426441034 -51978.434255514709 93682.115773809535 -4653.7956660428472 1311.6550266457082 92.293509549201829 39441.008998441132 -33628.335287774884 15128.110371058305 23669.477541601806 -4069.7950490681123 -6109.0846025469109 16469.898959854458 -42564.025450342859
leaf_weight=2143177 5687 757 2060238 318 186 926 28 37 39 5197 278 2711 282 1492 2162 1878 19614 85 21 9562 42414 9678 1415 1142 551 3853 2645 871 642 278
leaf_count=2143177 5687 757 2060238 318 186 926 28 37 39 5197 278 2711 282 1492 2162 1878 19614 85 21 9562 42414 9678 1415 1142 551 3853 2645 871 642 278
internal_value=0 33.2807 -15.8192 -3531.38 -2857.63 2969.65 5325.04 4528.31 -76108.7 -5632.07 -8247.52 -6866.42 -20604.3 5866.39 10199.3 2493.23 1068.82 -2000.78 -1722.59 -1853.97 1636 2459.02 4768.12 8738.69 -17760.2 13361.8 6573.97 15355.2 23361.8 -1368.61
internal_weight=0 2.17499e+06 2.07653e+06 16291 15973 5152 4684 4656 76 10821 8186 7908 468 4580 3088 2635 98458 15355 15270 15249 83103 63489 21075 11397 1693 9704 5851 3206 2335 920
internal_count=4318164 2174987 2076529 16291 15973 5152 4684 4656 76 10821 8186 7908 468 4580 3088 2635 98458 15355 15270 15249 83103 63489 21075 11397 1693 9704 5851 3206 2335 920
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=31
num_cat=0
split_feature=2 6 5 0 0 0 4 0 5 5 3 3 1 3 0 1 3 5 5 0 0 1 5 5 3 5 3 0 0 0
split_gain=4.94277e+11 1.46512e+13 1.73084e+13 2.95437e+13 2.34537e+13 2.25174e+13 2.96418e+13 2.0802e+13 2.50408e+13 1.9745e+13 1.6213e+13 4.57525e+13 1.90868e+13 2.76055e+13 3.98659e+13 1.65122e+13 1.47356e+13 1.9563e+13 2.22411e+13 2.73656e+13 2.59935e+13 2.30914e+13 2.35107e+13 2.76799e+13 2.30088e+13 2.55539e+13 2.14733e+13 3.20675e+13 1.96066e+13 1.87257e+13
threshold=1.5000000000000002 1.5000000000000002 63.455000000000005 59.863160500000006 59.846652800000008 59.904813200000007 2.5000000000000004 55.012873400000011 84.030000000000015 64.405000000000015 9.5000000000000018 10.500000000000002 34.359746700000009 7.5000000000000009 59.939091550000008 30.315880100000005 10.500000000000002 52.020000000000003 98.020000000000024 50.565831500000009 54.762542150000009 38.911476500000006 116.06000000000002 109.05000000000001 15.500000000000002 95.020000000000024 11.500000000000002 55.762622900000004 59.963407450000012 44.226894250000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 8 -4 -7 12 -12 13 14 -11 -15 -3 -18 19 24 21 -20 23 -23 -19 29 27 -22 -21 -26
right_child=-2 16 3 5 -6 9 -8 -9 -10 10 11 -13 -14 15 -16 -17 17 18 20 28 26 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=444.15115741729107 -12.802668623811565 15.265668935173984 3654.5525837603755 18709.87683423913 -59577.907408854167 87851.337732263521 139861.35286458334 5440.3105208940306 -7026.1302800119101 -66021.969791666663 -103255.37408854166 10803.458331469317 -26142.6333203125 127897.38081781915 46148.665989886147 37172.556869419641 -183.54186446414062 -10296.230612139636 -79499.617038892669 -9536.864875950072 19178.076520270271 -2283.270930706522 -38451.196862340861 95207.072556089741 55903.091752604167 101336.2682112069 15269.279838669903 167597.58144531251 6853.4278487926822 5028.3128655549663
leaf_weight=76569 3777275 403578 5382 46 60 37 36 14021 3707 42 39 358 50 47 129 35 21968 994 46 9889 37 115 108 39 75 29 594 24 788 2047
leaf_count=76569 3777275 403578 5382 46 60 37 36 14021 3707 42 39 358 50 47 129 35 21968 994 46 9889 37 115 108 39 75 29 594 24 788 2047
internal_value=0 89.4069 1178.5 3522.41 2862.62 22188.3 71898.3 3024.73 -701.624 16657.4 12894.3 -401.314 30314.7 41472.2 18598 89173.4 -159.308 -2076.26 -4888.53 -5912.28 9805.47 -14153.3 -2680.27 22405.8 2286.16 8100.62 21071.6 77572.6 -8327.2 6826.43
internal_weight=0 540889 100558 23989 23170 819 82 23110 9089 737 700 397 303 253 171 82 440331 36753 14785 13822 963 308 262 154 3145 2151 655 61 10677 2122
internal_count=4318164 540889 100558 23989 23170 819 82 23110 9089 737 700 397 303 253 171 82 440331 36753 14785 13822 963 308 262 154 3145 2151 655 61 10677 2122
is_linear=0
shrinkage=0.1


Tree=3508
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 2 4 2 5 0 5 5 0 0 3 0 1 0 0 0 0 5 1 0 4 2 5 1 5
split_gain=4.6586e+11 4.66967e+12 1.42582e+13 2.27001e+13 1.37196e+13 1.46653e+13 3.90368e+13 1.75045e+13 1.35447e+13 1.26455e+13 2.08491e+13 2.05227e+13 1.96511e+13 1.69419e+13 2.67077e+13 1.83489e+13 1.80866e+13 2.78152e+13 1.87747e+13 2.89779e+13 2.85704e+13 1.39046e+13 1.33964e+13 1.26252e+13 1.39231e+13 1.25668e+13 1.19703e+13 1.14789e+13 1.16548e+13 1.10667e+13
threshold=3.5000000000000004 74.610000000000014 90.015000000000015 39.488326500000007 38.969379750000009 44.580511600000001 1.5000000000000002 2.5000000000000004 2.5000000000000004 95.020000000000024 57.814144100000007 93.00500000000001 97.050000000000011 43.592450450000008 54.648549400000007 2.5000000000000004 55.030402950000003 37.417247200000006 55.193434200000006 55.795550600000006 55.645049100000001 59.863160500000006 93.00500000000001 38.92948375000001 45.013473000000012 3.5000000000000004 1.5000000000000002 75.015000000000015 38.996948700000011 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 27 10 13 -12 -11 15 -15 -4 17 25 22 20 -20 -13 -18 -7 -25 -16 -19 28 -6 -29
right_child=-2 2 9 -5 8 23 7 -9 -10 12 11 21 -14 14 16 -17 18 26 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=274.91258051342567 -8.0400491622014556 -45637.360963541665 -12372.849788411459 -6471.230430012778 -84145.711478365396 390.60547947566437 30652.122656250001 155089.75528846154 36309.154441925049 -17755.170989290538 -47211.31459147136 -21774.242841372285 1535.440879464385 -3407.5216622845396 -25695.601302083334 100830.8465625 -64872.820703125006 153414.87666015627 44057.68545024671 10128.50519008986 164205.8047890625 56857.097904829541 15482.712523832775 35164.379638671875 -29753.172287916103 73260.485602678571 59989.359570312503 47564.913846072639 -1878.7452780330882 6267.2608681955644
leaf_weight=221209 4074053 30 21 8456 26 3548 20 26 200 567 114 46 7692 538 33 45 41 32 95 273 25 44 42 38 253 21 24 74 51 527
leaf_count=221209 4074053 30 21 8456 26 3548 20 26 200 567 114 46 7692 538 33 45 41 32 95 273 25 44 42 38 253 21 24 74 51 527
internal_value=0 134.183 -1225.11 -3354.9 2143.06 -390.596 43108.6 100986 13440.6 1698.07 10507.9 -19029.4 211.094 15571.5 12680.1 64811.5 27450.1 63995.8 19004.6 28131.6 69088.5 16667.7 -24211 -1251.74 -21276 12787.3 113375 6694.76 -29657.2 11352.2
internal_weight=0 244111 22902 13249 4793 3915 76 46 878 9653 1394 204 8259 1190 1124 66 586 110 476 393 120 90 83 3839 291 54 56 678 77 601
internal_count=4318164 244111 22902 13249 4793 3915 76 46 878 9653 1394 204 8259 1190 1124 66 586 110 476 393 120 90 83 3839 291 54 56 678 77 601
is_linear=0
shrinkage=0.1


Tree=3509
num_leaves=31
num_cat=0
split_feature=3 0 1 0 0 0 1 5 2 5 2 5 5 5 0 2 4 0 0 1 2 2 5 5 0 1 2 0 1 1
split_gain=4.55334e+11 3.28646e+12 6.20128e+12 1.59671e+13 6.12686e+12 5.53817e+12 6.41472e+12 1.59154e+13 2.04463e+13 7.00186e+12 1.62459e+13 6.9113e+12 1.85896e+13 7.25666e+12 5.40328e+12 1.204e+13 1.1922e+13 7.47836e+12 1.4888e+13 1.20471e+13 1.01617e+13 1.15657e+13 1.18512e+13 9.11884e+12 8.36132e+12 2.57099e+13 1.75136e+13 1.42249e+13 1.23938e+13 1.44136e+13
threshold=25.500000000000004 53.310923100000004 38.975980350000007 45.055827000000008 54.762542150000009 53.242949050000007 39.071052600000009 57.995000000000012 18.500000000000004 74.610000000000014 9.5000000000000018 118.33500000000002 125.85000000000001 107.05000000000001 54.970187400000007 23.500000000000004 3.5000000000000004 55.055104550000003 55.061033200000004 82.926290250000008 16.500000000000004 9.5000000000000018 65.50500000000001 41.810000000000009 55.025681450000008 82.897133550000021 25.500000000000004 55.010031850000011 82.945329900000004 82.966612450000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 -4 9 10 -9 13 -13 -8 15 16 -6 24 19 23 21 -21 -23 -19 27 -26 -27 28 -16 -30
right_child=1 4 5 -5 14 -7 11 8 -10 -11 -12 12 -14 -15 17 -17 -18 18 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-4.3022215027070123 -80853.080947580645 -5680.6392605688852 -408.40502571660051 7531.5535660807291 9057.7668514145171 16469.652972431366 963.84495998907119 114428.39489215355 -23716.686472800928 122547.73113606771 -5771.1443137428978 113577.15370117189 -4018.866901676829 -56691.462784090909 -10462.827437751506 -5212.7250866205204 81602.573301630444 -51618.552374999999 300.53122876819378 17934.190255489866 8750.0752113079197 48083.189691162115 138043.24861111111 12626.869539987665 -64535.094325657905 -6662.8334478385868 52473.822878370098 10335.517523405115 77419.058112980783 2081.2237470953755
leaf_weight=4243674 31 1790 179 60 1504 317 2829 23 27 24 22 20 41 22 1326 766 23 25 60118 37 58 32 27 190 76 2775 51 980 26 1091
leaf_count=4243674 31 1790 179 60 1504 317 2829 23 27 24 22 20 41 22 1326 766 23 25 60118 37 58 32 27 190 76 2775 51 980 26 1091
internal_value=0 245.097 3194.77 -22577.5 95.5225 3864.08 2610.25 17209.4 50059.2 78928 55664.2 1231.55 34537.2 518.943 245.14 5018.23 10150.5 81.327 423.444 20448.6 41798 61764.5 89251.4 5156.47 -3190.4 -7139.17 -5595.61 157.35 -3925.58 3834.83
internal_weight=0 74490 3595 91 70895 3504 3187 275 96 69 45 2912 61 2851 69105 2293 1527 66812 60487 369 154 96 59 215 6325 2902 2826 3423 2443 1117
internal_count=4318164 74490 3595 91 70895 3504 3187 275 96 69 45 2912 61 2851 69105 2293 1527 66812 60487 369 154 96 59 215 6325 2902 2826 3423 2443 1117
is_linear=0
shrinkage=0.1


Tree=3510
num_leaves=31
num_cat=0
split_feature=5 0 0 2 2 3 5 4 1 0 5 3 1 0 4 3 3 0 3 0 0 1 3 2 1 4 2 4 3 3
split_gain=4.5377e+11 5.53274e+12 1.67092e+13 4.19307e+13 3.23798e+13 2.81126e+13 4.32671e+13 1.7878e+13 1.28149e+13 1.20748e+13 2.35117e+13 2.43342e+13 2.56242e+13 1.16653e+13 1.13627e+13 1.47756e+13 9.7511e+12 1.27243e+13 9.65054e+12 2.82743e+13 9.04698e+12 1.39405e+13 1.25654e+13 8.46806e+12 2.67326e+13 1.01266e+13 1.38909e+13 2.68572e+13 2.24678e+13 2.87028e+13
threshold=150.04500000000004 56.143542450000005 56.009576300000013 7.5000000000000009 2.5000000000000004 6.5000000000000009 177.02500000000003 3.5000000000000004 92.815157350000007 55.975961550000008 225.45000000000002 10.500000000000002 92.815157350000007 56.054485600000007 7.5000000000000009 5.5000000000000009 22.500000000000004 55.851332700000007 24.500000000000004 55.061033200000004 53.37994195000001 39.041623000000008 23.500000000000004 13.500000000000002 37.314272700000011 5.5000000000000009 11.500000000000002 4.5000000000000009 16.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 7 6 -6 -4 -7 16 11 12 -11 -5 -3 -16 23 18 19 20 21 -18 -23 25 -25 26 -2 -28 29 -29
right_child=1 14 3 13 5 8 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=1.952509107284043 -2706.2877924091663 3129.4113759177981 -1930.2646082261028 -65273.204003906256 -129293.42370383523 25979.971744791666 44544.980449695126 -101138.94443609776 122645.29074707032 126116.82588089924 -32858.866541637071 -25671.9609375 -3793.7622159090915 -153208.71988636366 10809.386261858259 -90196.657991536471 -437.87554111168032 89240.649492187498 -2840.3699651381553 90304.933265625004 -37667.635991628544 12936.364285714286 123689.34625 98203.26953125 -13232.671097453531 14452.31908893925 1177.2040588643129 50733.274419070513 -14077.744706217447 198080.23031250003
leaf_weight=4302555 8584 4221 34 48 22 24 41 39 32 49 44 27 22 22 28 30 122 20 340 50 38 21 20 22 1002 393 231 39 24 20
leaf_count=4302555 8584 4221 34 48 22 24 41 39 32 49 44 27 22 22 28 30 122 20 340 50 38 21 20 22 1002 393 231 39 24 20
internal_value=0 -538.201 -1695.21 -26655.3 -2499.95 29664.3 -16160.5 -54932.2 81217.3 -1104.36 27868.5 55133.9 85862.8 -92910.1 2525.36 -41435.1 -1480.91 10793.8 8139.05 23011.6 6271.94 16515.5 66962.2 -2207.99 -10838.5 -1256.78 -1950.61 18707.9 67498 100681
internal_weight=0 15609 11330 262 192 119 63 73 56 11068 142 98 71 70 4279 58 10926 611 591 251 201 163 41 10315 1024 9291 8898 314 83 59
internal_count=4318164 15609 11330 262 192 119 63 73 56 11068 142 98 71 70 4279 58 10926 611 591 251 201 163 41 10315 1024 9291 8898 314 83 59
is_linear=0
shrinkage=0.1


Tree=3511
num_leaves=31
num_cat=0
split_feature=5 4 3 2 3 4 4 1 2 3 1 1 1 1 1 0 0 3 0 1 1 3 0 1 2 0 1 0 3 4
split_gain=4.84721e+11 1.98082e+12 5.89501e+12 1.14017e+13 1.00389e+13 1.63078e+13 1.26385e+13 7.85734e+12 6.86915e+12 5.80318e+12 1.24705e+13 8.10933e+12 9.1492e+12 6.18282e+12 9.29633e+12 5.90768e+12 9.11699e+12 1.46497e+13 1.2019e+13 1.12561e+13 2.89389e+13 9.44572e+12 9.58855e+12 1.83814e+13 1.91203e+13 6.16459e+12 8.10989e+12 1.63131e+13 1.22503e+13 8.25899e+12
threshold=225.45000000000002 3.5000000000000004 14.500000000000002 11.500000000000002 17.500000000000004 2.5000000000000004 2.5000000000000004 37.328003200000005 4.5000000000000009 2.5000000000000004 82.911991800000024 92.815157350000007 86.192907650000009 46.037218400000008 39.925119750000007 56.143542450000005 56.663136550000011 4.5000000000000009 57.692655200000004 46.037218400000008 44.005491150000005 14.500000000000002 59.916647550000008 65.520339550000017 4.5000000000000009 45.022371150000005 46.037218400000008 43.056445700000005 7.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -6 -4 -9 10 13 12 15 14 -3 25 19 18 -18 20 -17 22 23 24 -19 26 27 -11 -28 -29
right_child=1 9 4 -5 6 -7 -8 8 -10 11 -12 -13 -14 -15 -16 16 17 21 -20 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-1.0530966095192873 4766.5429773101177 10427.053487723215 -61900.765787760414 78908.12787272135 -4446.04405078125 -82023.508542351978 69558.577786458336 46387.370342548078 -10765.497772105824 77405.111209239141 -95235.413554687504 50060.411389160159 -57442.468973214287 30897.648604910719 -76439.053302556829 -74716.865820312509 73397.041282894745 -21873.748505434785 -6137.9458611739319 -94183.315625000003 76358.68958333334 30140.22436995968 20743.286644199918 -4730.4427662037042 -145949.48145254629 4841.2375254272292 -1018.5522288602941 -25110.703652033731 -87936.452520161285 26560.011861661584
leaf_weight=4313902 1687 28 24 21 100 38 30 26 110 23 20 32 28 28 22 32 38 23 38 27 21 31 28 54 27 1494 34 126 31 41
leaf_count=4313902 1687 28 24 21 100 38 30 26 110 23 20 32 28 28 22 32 38 23 38 27 21 31 28 54 27 1494 34 126 31 41
internal_value=0 1065.92 3320.11 5678.12 -8958.82 -23134.6 12631.9 -9148.45 160.786 -995.859 -24788.5 99.8558 -662.901 -6725.22 -27794 105.875 -12409.2 -2628.33 33629.5 -41629.5 -14856.7 -19533.8 -31199.7 -45184.4 -88874.6 2388.49 -11981.7 -1550.9 -42471.7 -12425.1
internal_weight=0 4262 2036 1708 328 198 130 160 136 2226 98 2128 2096 78 50 2068 319 239 76 80 53 163 132 104 50 1749 255 190 65 167
internal_count=4318164 4262 2036 1708 328 198 130 160 136 2226 98 2128 2096 78 50 2068 319 239 76 80 53 163 132 104 50 1749 255 190 65 167
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=31
num_cat=0
split_feature=1 5 5 2 3 0 0 0 3 0 4 5 2 5 3 3 3 5 0 4 0 5 0 2 2 2 0 2 0 4
split_gain=4.49622e+11 1.92204e+12 4.29175e+12 4.12091e+12 3.04657e+12 4.43925e+12 1.89189e+13 1.14905e+13 3.68392e+13 9.95891e+12 9.06156e+12 9.67378e+12 1.33858e+13 1.09224e+13 8.13627e+12 7.48797e+12 5.82456e+12 5.81896e+12 5.52985e+12 5.26918e+12 8.50671e+12 1.81588e+13 1.74188e+13 9.46183e+12 1.0726e+13 8.77947e+12 6.62433e+12 1.58025e+13 1.50612e+13 1.21217e+13
threshold=113.46563545000002 38.210000000000008 38.610000000000007 13.500000000000002 9.5000000000000018 59.609407350000005 61.785186750000001 57.814144100000007 5.5000000000000009 56.663136550000011 1.5000000000000002 47.815000000000005 5.5000000000000009 48.945000000000007 3.5000000000000004 2.5000000000000004 6.5000000000000009 71.715000000000018 56.831297550000009 1.5000000000000002 50.565831500000009 40.005000000000003 48.713222300000005 2.5000000000000004 5.5000000000000009 4.5000000000000009 51.83362145000001 7.5000000000000009 51.636650050000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 14 9 -9 19 11 -8 16 -14 -7 -11 -13 -16 -17 20 21 25 -23 -24 -25 -4 27 28 -21 -29
right_child=1 2 4 -5 -6 6 10 8 -10 15 -12 12 13 -15 17 18 -18 -19 -20 26 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=-2.6308733948986034 -1494.4264457880624 24525.273731753703 -31082.48093396203 31125.607086338146 -1543.769862144778 -1043.3079212239584 -3443.9851094714504 12043.15765632922 151708.07515625001 38004.68678850447 2914.071245915623 -31472.744882812505 -93898.204166666663 -13446.234975405094 -22199.518323889377 -10667.096359752588 30336.713860887099 -54735.405320870545 -41151.010094866069 834.84359872261177 3745.8469638230217 -34784.379836309527 12207.043453414353 110580.49184375 41106.036943359381 37763.000651041672 3048.1058142310644 -67500.252153015143 -31587.127787730238 -5709.4158993675592
leaf_weight=4289649 5551 76 59 39 4710 150 405 339 20 28 3151 30 45 27 256 397 31 70 70 2802 597 21 27 50 40 27 9219 64 151 63
leaf_count=4289649 5551 76 59 39 4710 150 405 339 20 28 3151 30 45 27 256 397 31 70 70 2802 597 21 27 50 40 27 9219 64 151 63
internal_value=0 395.775 801.186 -1266.84 722.275 1310.68 -1554.82 2164.75 19823.9 1699.12 866.146 -11128.3 -34527.9 -63728.7 -20317.3 -12224.8 -61.3806 -29185.8 -15236.4 2224.45 9980.99 26598.7 49075.2 64127 79703 -9468.2 1706.67 -2308.49 -823.036 -36848.1
internal_weight=0 28515 22925 5590 22849 18139 4165 13974 359 13615 3689 538 133 72 476 495 61 326 467 13120 821 224 138 117 90 86 12299 3080 2953 127
internal_count=4318164 28515 22925 5590 22849 18139 4165 13974 359 13615 3689 538 133 72 476 495 61 326 467 13120 821 224 138 117 90 86 12299 3080 2953 127
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=31
num_cat=0
split_feature=3 1 0 1 4 5 2 5 1 5 0 2 0 0 5 5 1 1 5 5 1 0 1 6 1 1 3 6 4 5
split_gain=4.48468e+11 2.95455e+12 6.7452e+12 6.4616e+12 5.33318e+12 4.58824e+12 2.88381e+12 8.89197e+12 4.92661e+12 4.73893e+12 4.73437e+12 4.14701e+12 9.17116e+12 1.59216e+13 1.37478e+13 1.00035e+13 7.76667e+12 1.87154e+13 1.56253e+13 1.06021e+13 9.63287e+12 8.21291e+12 7.44234e+12 9.66266e+12 2.37073e+13 8.81944e+12 1.3129e+13 4.96097e+12 4.84747e+12 9.07609e+12
threshold=27.500000000000004 82.91993380000001 55.039751500000008 82.945329900000004 2.5000000000000004 66.040000000000006 1.5000000000000002 67.990000000000023 47.282206100000003 35.505000000000003 55.751981950000008 2.5000000000000004 55.851332700000007 55.885524800000006 42.405000000000008 104.75000000000001 37.726745000000001 37.752451500000006 41.505000000000003 41.365000000000002 37.712318250000003 55.801980100000009 37.66934650000001 1.5000000000000002 37.475443250000005 37.615058950000012 34.500000000000007 1.5000000000000002 1.5000000000000002 63.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 7 8 9 -2 -11 12 16 14 -14 -15 20 18 -18 -19 22 -20 23 25 -25 26 -8 -21 -27 -30
right_child=1 2 3 -5 -6 -7 11 -9 -10 10 -12 -13 13 15 -16 -17 17 19 21 27 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=3.0482392579289321 -1858.7907226562502 83.6014404296875 -76294.357407407413 -12313.060433799343 38769.543205915179 -42388.108288574222 12529.044723128211 34587.036640625003 -1891.4051578443878 -30567.162948495374 -91609.167854817715 -421.5867797598944 2212.8049804687503 -3797.7906667303027 -99145.389477539065 56079.011207682292 17810.826128472221 -16456.13141562722 -111347.55607489224 18396.258437151231 85873.091874999998 -31329.606929347829 -41762.392551491481 -20104.197860054352 112997.41857910156 13950.994082234702 -47202.886529392155 63207.116875 106796.88744904891 27206.889370888159
leaf_weight=4279873 20 124 27 38 28 32 359 30 49 27 24 36468 23 399 32 30 27 88 29 140 20 23 22 23 32 45 41 30 23 38
leaf_count=4279873 20 124 27 38 28 32 359 30 49 27 24 36468 23 399 32 30 27 88 29 140 20 23 22 23 32 45 41 30 23 38
internal_value=0 -340.709 -11198.2 -38889.9 -1415.79 -8628.54 -269.642 -14107.8 -26281.6 -43114.2 -59292.8 -214.862 5079.27 -6104.76 -56759.2 389.398 10837.9 -1321.12 -43908.5 11719.2 17633.2 -75955 15292.2 17529.6 57336.7 13202.8 6406.52 26304.1 38848.9 57216.2
internal_weight=0 38291 249 65 184 156 38042 150 120 71 51 37892 1424 484 55 429 940 337 79 258 603 52 583 561 55 506 400 170 106 61
internal_count=4318164 38291 249 65 184 156 38042 150 120 71 51 37892 1424 484 55 429 940 337 79 258 603 52 583 561 55 506 400 170 106 61
is_linear=0
shrinkage=0.1


Tree=3514
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 4 1 0 3 0 5 5 1 6 1 0 3 5 3 1 5 5 5 3 0 6 5 6 5 5
split_gain=4.37384e+11 2.84572e+12 7.39273e+12 6.10906e+12 5.93802e+12 7.30757e+12 4.18349e+12 1.59544e+13 1.44593e+13 2.10001e+13 1.50922e+13 1.57409e+13 1.31246e+13 1.26889e+13 1.18936e+13 1.16238e+13 1.14802e+13 1.0509e+13 1.16693e+13 1.01871e+13 9.13047e+12 1.67319e+13 8.79457e+12 8.57659e+12 1.11209e+13 1.22854e+13 1.47599e+13 8.71438e+12 8.28879e+12 2.56851e+13
threshold=60.693675950000006 33.101335500000005 125.85000000000001 112.04500000000002 95.020000000000024 3.5000000000000004 34.359746700000009 63.563300600000012 9.5000000000000018 61.785186750000001 109.05000000000001 69.015000000000015 38.058342000000003 1.5000000000000002 39.826386800000009 61.674413550000004 8.5000000000000018 87.395000000000024 9.5000000000000018 35.911716050000003 73.405000000000015 67.520000000000024 62.385000000000012 8.5000000000000018 61.674413550000004 1.5000000000000002 51.815000000000005 1.5000000000000002 94.040000000000006 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 11 23 15 22 17 -8 -9 18 -14 -17 21 -16 -10 24 -3 -26 -27 -25 -13 -30
right_child=1 6 -4 -5 5 -7 12 16 13 -11 -12 28 14 -15 20 19 -18 -19 -20 -21 -22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=-3.7646230244682068 -1832.2976435127375 -12442.229541517285 -56590.872437500002 47237.262187500004 -63316.570424107151 4563.7002559267239 -40896.335225758274 -20410.670821624379 34.718142860709854 447.76348290632825 -46555.115572916664 31739.154234323607 26663.951827821475 -13114.377209858827 717.84233458297774 -3167.934829803427 12973.915277518936 -47242.65248209636 -27267.046440972226 -36164.820773540298 5119.3316641327074 -6899.3651167722319 33059.602968582454 24486.856304590452 -4658.7295766194666 13642.553009560126 38627.449822739109 -395.71375696968033 -95506.022395833337 48690.816582031257
leaf_weight=4258578 3649 146 25 25 35 29 85 482 385 4305 45 475 370 893 32239 6185 131 24 45 95 3926 3167 102 161 228 834 330 1119 21 30
leaf_count=4258578 3649 146 25 25 35 29 85 482 385 4305 45 475 370 893 32239 6185 131 24 45 95 3926 3167 102 161 228 834 330 1119 21 30
internal_value=0 269.056 -2392.67 -2030.19 -2361.91 -32558.3 448.481 2337.73 3392.54 5083.13 10971.4 11745.5 51.8039 -6033.11 726.548 -4164.26 -13276.3 17095.3 20816 -3667.09 543.85 36.4975 6951.63 8781.32 13814.2 16568.1 20725.9 2734.05 27625.8 -10684.4
internal_weight=0 59586 3763 3738 3713 64 55823 9687 9074 7694 3389 3344 46136 1380 39771 6365 613 439 415 6280 39332 35406 487 2818 1538 1392 1164 1280 526 51
internal_count=4318164 59586 3763 3738 3713 64 55823 9687 9074 7694 3389 3344 46136 1380 39771 6365 613 439 415 6280 39332 35406 487 2818 1538 1392 1164 1280 526 51
is_linear=0
shrinkage=0.1


Tree=3515
num_leaves=31
num_cat=0
split_feature=1 0 5 5 2 2 5 1 0 2 0 0 0 0 5 5 1 3 0 2 2 3 3 4 3 2 5 3 0 2
split_gain=4.5361e+11 4.65135e+12 4.99129e+12 7.16244e+12 4.60073e+12 7.549e+12 7.66846e+12 4.04285e+12 1.30888e+13 2.21698e+13 2.04651e+13 1.91845e+13 5.67453e+13 3.9579e+13 4.951e+13 3.78991e+13 3.63847e+13 3.44809e+13 3.17911e+13 3.19526e+13 3.12257e+13 3.09132e+13 3.26399e+13 2.92084e+13 2.90727e+13 2.70359e+13 3.28692e+13 4.21882e+13 4.12867e+13 3.04645e+13
threshold=38.911476500000006 44.226894250000008 42.005000000000003 36.305000000000007 4.5000000000000009 2.5000000000000004 64.805000000000021 38.959914000000005 47.249522000000006 5.5000000000000009 55.801980100000009 45.112033650000008 45.073740550000004 45.063245200000004 63.855000000000011 65.50500000000001 38.950530550000003 17.500000000000004 45.070824200000011 11.500000000000002 9.5000000000000018 15.500000000000002 17.500000000000004 4.5000000000000009 11.500000000000002 9.5000000000000018 87.395000000000024 14.500000000000002 45.067452850000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 11 -10 -11 12 13 -2 -15 20 21 18 23 -20 -16 24 -23 25 -17 -18 27 -27 29 -28
right_child=7 -3 4 -5 -6 -7 -8 -9 9 10 -12 -13 -14 14 15 16 17 -19 19 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=6705.1656571551066 -2089.6223763436224 46.075315152051431 27340.627317708335 67832.115804036468 -26664.008585831925 56888.99429552802 -48497.011653645837 -6.3082621769356919 -3235.7237785811508 -31075.570197519864 20485.820091145833 5059.9929634216096 -12265.390368894863 92.544178536749484 20170.090826666845 -475.26633617259841 31835.106847385643 -12646.381725574516 -73972.432460650278 21940.414304577469 79162.883330335128 41059.699599053274 -31677.133465073533 122339.39109375 -41887.958342083897 -78676.24853515625 7143.3808178346553 39460.078010525176 42161.982376598018 -55758.035340771756
leaf_weight=41 25790 1339150 30 36 37 29 24 2927498 3765 532 90 5635 4140 7327 219 432 1319 342 68 71 152 225 85 30 279 33 134 360 110 181
leaf_count=41 25790 1339150 30 36 37 29 24 2927498 3765 532 90 5635 4140 7327 219 432 1319 342 68 71 152 225 85 30 279 33 134 360 110 181
internal_value=0 48.3356 15413.1 35284 2662.53 15735.8 -6364.99 -21.7328 -901.629 -6125.14 -23614.9 -413.358 -1160.2 77.1307 4993.17 13881 10801.1 16984.7 21379.2 -24981 44339.6 -5236.22 21115.7 24352.9 -16725.8 22977.4 8694.55 29540.2 -10581.6 -29000
internal_weight=0 1.33935e+06 197 77 120 83 54 2.97882e+06 51319 4387 622 46932 41297 37157 11367 4040 3669 2648 2306 139 371 1021 310 2167 711 2137 818 393 425 315
internal_count=4318164 1339347 197 77 120 83 54 2978817 51319 4387 622 46932 41297 37157 11367 4040 3669 2648 2306 139 371 1021 310 2167 711 2137 818 393 425 315
is_linear=0
shrinkage=0.1


Tree=3516
num_leaves=31
num_cat=0
split_feature=5 2 4 0 0 2 3 3 2 2 2 0 0 3 1 3 3 1 1 1 1 1 0 5 3 5 3 4 5 2
split_gain=4.42787e+11 5.25029e+12 1.16581e+13 1.16584e+13 2.05197e+13 1.26914e+13 2.7772e+13 1.50739e+13 4.9396e+13 1.47297e+13 1.75531e+13 1.21554e+13 2.53157e+13 1.87424e+13 1.93903e+13 1.09126e+13 3.40516e+13 2.62836e+13 2.92239e+13 2.27316e+13 2.11929e+13 3.37549e+13 2.72226e+13 2.31175e+13 2.40287e+13 2.0297e+13 1.87073e+13 2.77953e+13 3.30228e+13 4.10077e+13
threshold=150.04500000000004 2.5000000000000004 5.5000000000000009 59.963407450000012 60.017447350000005 11.500000000000002 11.500000000000002 8.5000000000000018 8.5000000000000018 14.500000000000002 16.500000000000004 47.249522000000006 53.355366400000001 5.5000000000000009 39.969502550000009 8.5000000000000018 5.5000000000000009 38.92948375000001 38.633372000000001 30.226173900000003 61.310823700000007 65.551978750000004 43.465905150000005 161.85000000000002 6.5000000000000009 161.85000000000002 15.500000000000002 4.5000000000000009 161.85000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 -3 5 -5 6 7 11 -9 -7 -11 13 -13 14 -4 16 -2 18 25 -17 22 -22 -19 -24 -25 -18 27 28 29 -21
right_child=1 2 3 4 -6 9 -8 8 -10 10 -12 12 -14 -15 -16 19 17 20 -20 26 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=1.9287350208595608 1253.8278505595342 -2418.8753592723947 2303.4237399193548 -112645.35226562501 27308.096768465912 -91502.084703480126 117829.19624720982 -95323.880324388592 45692.713353587962 80426.095781249998 -35314.068184621712 139849.75937499999 25938.935475852275 48627.648741957724 -123990.20000000001 73221.577879464297 -30823.9979375 -30158.40105646307 -105841.01878255208 63123.273496093752 -80788.349884259267 42508.807442187506 172564.03832465279 41878.060554108801 150809.23995949075 55775.979032044503 4403.3250394973329 -61820.685139234149 6787.1572576404014 -99770.501815257361
leaf_weight=4302555 2663 10774 31 20 22 22 28 46 54 20 38 21 275 34 20 35 50 22 24 20 27 125 27 81 27 59 539 132 305 68
leaf_count=4302555 2663 10774 31 20 22 22 28 46 54 20 38 21 275 34 20 35 50 22 24 20 27 125 27 81 27 59 539 132 305 68
internal_value=0 -531.647 -1645.14 11566 -39336.4 15195.7 21015.2 15379.4 -19174.9 -21830.7 4596.33 24448.8 34020.4 -8883.03 -47223.5 2489.14 5520.25 31225 -5944.37 -6074.64 47223.4 20607.3 72991.8 89801.5 69110.9 16051.2 -8683.07 -22118.4 -8783.32 -62749.2
internal_weight=0 15609 11405 631 42 589 509 481 100 80 58 381 296 85 51 4204 3105 442 133 1099 309 152 157 135 108 109 1064 525 393 88
internal_count=4318164 15609 11405 631 42 589 509 481 100 80 58 381 296 85 51 4204 3105 442 133 1099 309 152 157 135 108 109 1064 525 393 88
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 3 3 1 5 2 5 5 5 4 3 3 2 3 3 1 2 5 2 2 5 3 4 5 5
split_gain=4.44214e+11 6.82038e+12 5.3593e+13 1.46658e+14 4.51027e+13 2.92636e+13 5.69869e+13 4.72762e+13 3.81792e+13 2.50065e+13 3.40223e+13 4.60229e+13 3.84239e+13 2.41642e+13 1.00792e+14 6.06301e+13 2.37518e+13 3.11604e+13 2.13419e+13 2.42736e+13 2.05142e+13 2.02883e+13 1.77104e+13 1.7597e+13 2.96255e+13 1.66471e+13 3.32149e+13 2.36504e+13 2.60232e+13 1.59519e+13
threshold=45.03656895000001 45.040161900000008 38.950530550000003 38.975980350000007 20.500000000000004 39.110397700000007 16.500000000000004 17.500000000000004 39.080602550000002 54.035000000000004 5.5000000000000009 118.33500000000002 77.00500000000001 46.810000000000009 1.5000000000000002 17.500000000000004 17.500000000000004 14.500000000000002 16.500000000000004 5.5000000000000009 38.984911950000004 18.500000000000004 59.810000000000009 16.500000000000004 12.500000000000002 72.010000000000005 18.500000000000004 2.5000000000000004 64.405000000000015 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 7 -7 20 21 13 18 12 25 -4 15 -15 -14 -18 19 -11 -5 22 -9 24 -6 27 -27 28 -12 -8
right_child=1 -3 3 4 23 6 29 8 -10 10 11 -13 16 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=111.02585949575878 7940.7314004508116 -0.25756541736493282 -15009.593472149791 29294.052919936112 -33254.101526794431 9126.439165485197 -8871.9485145248927 -4794.4121548394742 60747.206446403106 -3226.488921307835 -25296.863517831771 107686.41917613636 -96775.111213347205 -3644.3367653586647 -22127.454601582373 103193.94302049324 -1802.5595793968023 -95245.410668545082 16972.756828903926 -35961.725948387982 3280.9912443922494 -75415.395442708337 40715.824367609799 17645.933854166666 -133657.79310980902 -47391.456250000003 39981.883082613036 13228.524107142859 -65440.148478801995 -31329.75657937293
leaf_weight=332609 4270 3966746 3180 343 160 2624 1407 159 319 489 411 22 154 88 430 134 86 61 210 422 2610 24 185 45 36 81 94 91 266 408
leaf_count=332609 4270 3966746 3180 343 160 2624 1407 159 319 489 411 22 154 88 430 134 86 61 210 422 2610 24 185 45 36 81 94 91 266 408
internal_value=0 -9.26551 -1909.01 -4801.8 3881.48 5153.13 -296.823 11799.4 35427.2 -16418.6 -24453 -35687.2 -38222.7 -11413.9 6123.44 60843.6 -69330.1 -40578.2 -11765.7 -18390.3 6302.49 13478.7 19680.6 -38748 -51695.6 -28293.4 -459.491 -34635.8 -41069.6 -13920.3
internal_weight=0 3.98556e+06 18809 14539 8320 8079 4439 3640 687 6219 2387 1266 1244 3832 652 222 301 147 1121 911 2953 368 344 241 196 943 175 768 677 1815
internal_count=4318164 3985555 18809 14539 8320 8079 4439 3640 687 6219 2387 1266 1244 3832 652 222 301 147 1121 911 2953 368 344 241 196 943 175 768 677 1815
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 6 5 0 5 4 5 3 2 5 5 3 0 0 1 3 2 1 5 5 5 0 1 1 0 0
split_gain=4.93704e+11 8.56235e+12 6.14344e+13 2.36469e+13 4.50082e+13 3.74413e+13 3.26149e+13 3.11539e+13 5.78461e+13 4.28314e+13 4.7627e+13 4.18848e+13 3.12397e+13 3.04269e+13 3.02965e+13 2.89407e+13 3.08244e+13 3.24831e+13 4.00039e+13 2.72131e+13 3.02244e+13 3.24753e+13 4.94814e+13 2.74229e+13 2.59667e+13 5.52187e+13 3.19359e+13 3.39596e+13 4.61789e+13 2.36322e+13
threshold=38.996948700000011 39.027779200000005 55.795550600000006 45.055827000000008 39.016372550000007 1.5000000000000002 59.510000000000012 45.063245200000004 64.805000000000021 2.5000000000000004 89.00500000000001 23.500000000000004 4.5000000000000009 72.010000000000005 79.730000000000018 5.5000000000000009 45.073740550000004 45.084117700000007 39.021425200000003 8.5000000000000018 3.5000000000000004 39.007683500000006 84.030000000000015 87.00500000000001 60.005000000000003 45.013473000000012 39.016372550000007 39.021425200000003 45.053747000000008 45.005863250000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 -2 -5 11 13 12 -9 19 -10 -14 16 -6 18 -18 23 21 -21 -23 -11 26 29 -7 28 -28 -26
right_child=1 -3 -4 4 15 24 -8 8 9 10 -12 -13 14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=47.263017963520916 -6541.3665971471801 8.6815935537499147 -23055.275268052625 9811.8267538857017 16923.511328668541 -8801.6301601940704 -27193.59007249595 2884.992332877765 -10257.079629183989 2553.784245022629 -15833.868608497882 -29636.824928634644 13492.239310608356 -33002.410295182293 -16325.817999482997 -6536.5133413117346 -18485.750796804368 3240.1578238600782 23548.695785268152 15515.331313108049 -14815.473336305482 63314.878358179216 212972.4221153846 63250.052682674635 -13674.158903131949 5417.6825355883611 2803.3446783364925 -5567.2128336614041 34598.166272605617 -62565.255791964199
leaf_weight=1461911 2631 2756878 1240 4485 1078 7309 1078 39709 2725 599 1203 400 683 750 680 13020 1590 4477 264 106 69 147 26 85 267 6803 2965 4289 540 157
leaf_count=1461911 2631 2756878 1240 4485 1078 7309 1078 39709 2725 599 1203 400 683 750 680 13020 1590 4477 264 106 69 147 26 85 267 6803 2965 4289 540 157
internal_value=0 -24.1905 -936.135 -656.645 276.248 -3239.61 -12543.8 1847.36 1090.28 -7247.84 399.777 2560.66 8553.88 -15166.1 -1383.97 -3697.25 1292.25 -1369.34 -12500.3 21679.2 44445.2 59101.1 85806.8 10096.4 -1694.19 3235.47 -4053.1 399.942 7701.83 -31777.7
internal_weight=0 2.85625e+06 99375 98135 72096 26039 3709 51667 47182 7073 3598 40109 2395 3475 1363 20429 7409 6331 1854 1032 348 279 173 684 22330 7227 15103 7794 3505 424
internal_count=4318164 2856253 99375 98135 72096 26039 3709 51667 47182 7073 3598 40109 2395 3475 1363 20429 7409 6331 1854 1032 348 279 173 684 22330 7227 15103 7794 3505 424
is_linear=0
shrinkage=0.1


Tree=3519
num_leaves=31
num_cat=0
split_feature=0 0 5 3 6 5 5 5 1 1 5 1 1 1 5 4 1 3 0 1 0 4 5 3 1 4 0 1 3 5
split_gain=4.73916e+11 2.25632e+13 3.22945e+13 2.82793e+13 5.64217e+13 3.66518e+13 3.5958e+13 4.55727e+13 2.65422e+13 3.76603e+13 2.5439e+13 2.30388e+13 2.17645e+13 2.31686e+13 2.01491e+13 2.46894e+13 4.89409e+13 3.34182e+13 4.8723e+13 2.75425e+13 1.99724e+13 1.95969e+13 3.16999e+13 1.0872e+14 3.84238e+13 3.55214e+13 2.94797e+13 7.99892e+13 2.94438e+13 2.71294e+13
threshold=56.197733450000008 56.121679000000007 81.00500000000001 10.500000000000002 1.5000000000000002 85.020000000000024 93.00500000000001 94.040000000000006 40.247294600000011 43.868031300000006 128.92000000000004 47.282206100000003 47.282206100000003 46.037218400000008 78.010000000000005 2.5000000000000004 44.083877800000003 8.5000000000000018 56.143542450000005 47.208373000000009 56.143542450000005 2.5000000000000004 59.245000000000012 10.500000000000002 46.037218400000008 1.5000000000000002 56.143542450000005 47.208373000000009 9.5000000000000018 66.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 5 20 -6 -8 -9 -10 11 -7 13 -11 21 16 -16 -18 -19 -20 -4 22 -3 24 -24 -26 29 28 -28 -27
right_child=-2 2 3 -5 6 10 7 8 9 12 -12 -13 -14 -15 15 -17 17 18 19 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-7.3929824134600883 -57.349006247301162 1471.7973025938256 -70869.74986979166 -2265.9048348354099 28881.451896546379 97434.04900187382 -100414.53599200583 -71374.268091930047 98440.665340909094 -41930.76471354167 -15367.309933035714 -2718.7081129807693 -50278.322780797105 13272.639788094471 91061.44140412705 -1535.9779376831057 22949.756919642859 -2658.9057744565216 -189690.68553734757 -79118.683085937504 56284.189053199407 -4420.3978148812284 -3238.4748950617459 -5854.3675739525024 -33150.275824053875 39176.342245178726 112837.18100727469 24892.713121251836 15985.849651604731 5875.4231067133887
leaf_weight=3205370 1080420 20669 30 918 756 197 43 44 44 84 28 26 69 801 23 350 35 46 41 50 21 4095 347 1934 77 611 207 383 37 408
leaf_count=3205370 1080420 20669 30 918 756 197 43 44 44 84 28 26 69 801 23 350 35 46 41 50 21 4095 347 1934 77 611 207 383 37 408
internal_value=0 19.1371 2645.9 12419.7 18710.6 58772.9 12138.8 472.896 4636.2 7987.36 74476.2 85757 3815.51 8032.99 1625.27 -17422.9 -45938 -64257.7 -86536.9 -128937 -18512.2 1986.13 3049.43 11193.3 27120.9 33235.1 36340.6 53401.4 98150.7 25842.9
internal_weight=0 3.23774e+06 32374 3061 2143 302 1841 1085 1042 998 251 223 954 885 29313 545 195 172 137 91 51 28768 24673 4004 2070 1723 1646 627 244 1019
internal_count=4318164 3237744 32374 3061 2143 302 1841 1085 1042 998 251 223 954 885 29313 545 195 172 137 91 51 28768 24673 4004 2070 1723 1646 627 244 1019
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=31
num_cat=0
split_feature=2 1 1 3 0 0 0 0 1 5 4 1 0 1 0 3 3 0 2 3 4 5 3 4 0 2 0 5 2 5
split_gain=4.84798e+11 4.94933e+12 2.84683e+13 3.75299e+13 4.29533e+13 3.88344e+13 2.2104e+14 8.88837e+13 1.09702e+14 1.06869e+14 9.16404e+13 8.8961e+13 6.94018e+13 7.55343e+13 1.08493e+14 5.44144e+13 5.2271e+13 7.83008e+13 4.90631e+13 4.87515e+13 6.21448e+13 8.94407e+13 7.33379e+13 6.03168e+13 6.22911e+13 6.206e+13 5.86363e+13 5.18806e+13 5.17725e+13 4.59076e+13
threshold=5.5000000000000009 37.342273500000012 37.39371280000001 11.500000000000002 55.619594000000006 55.860536450000005 55.834684950000003 55.851332700000007 37.362912300000012 58.995000000000012 2.5000000000000004 37.362912300000012 55.812836050000008 37.362912300000012 55.708120100000009 24.500000000000004 22.500000000000004 55.628356700000005 14.500000000000002 24.500000000000004 2.5000000000000004 76.00500000000001 22.500000000000004 1.5000000000000002 55.769960200000007 9.5000000000000018 55.628356700000005 42.205000000000005 11.500000000000002 99.555000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 12 8 -8 18 -11 -9 13 14 16 -14 17 -5 -10 20 21 23 28 27 -25 -26 -22 -15 -23 -28
right_child=1 2 -4 5 -6 -7 7 11 9 10 -12 -13 15 19 -16 -17 -18 -19 -20 -21 26 22 -24 24 25 -27 29 -29 -30 -31
leaf_value=-28.844897024855698 -336.27188410907274 -1807.9940731391221 61.987852633925883 859.52508577180561 30627.979689614436 -6562.2612194127059 26456.976595528322 42351.501922477561 22537.093510666291 238563.04061949826 96506.230358886722 -42600.218264505747 -28227.235934047414 12665.689184626852 -72083.331546484595 5312.2108094632395 37906.6630859375 -42332.228576740999 104607.50555326021 -7809.1071216299351 -22264.199879807697 -184868.26417187499 31989.201105542452 30208.324506396879 236790.63546875 53444.437788899748 71488.670698547372 -44630.196326247504 -37018.667473958332 -3411.2887655452805
leaf_weight=2480138 295134 668 1523309 5714 1050 3712 581 282 193 71 126 219 1340 1120 217 757 341 453 117 739 104 50 53 775 30 48 496 184 45 98
leaf_count=2480138 295134 668 1523309 5714 1050 3712 581 282 193 71 126 219 1340 1120 217 757 341 453 117 739 104 50 53 775 30 48 496 184 45 98
internal_value=0 38.9218 110.691 3899.19 18016.1 2541.63 4929.37 40070.3 56119.5 90111.4 147704 5216.92 485.015 3811.68 -2525.07 -16119.8 -205.747 -2313.15 53512.1 15199.9 20862.1 12945.9 -62255.6 18105.8 38781.4 123962 47003.7 4580.99 -114834 59131.4
internal_weight=0 1.83803e+06 1.54289e+06 19583 1718 17865 14153 1589 1088 507 197 501 12564 10467 6725 2097 6508 6167 310 3742 3003 2305 148 2157 853 78 698 1304 95 594
internal_count=4318164 1838026 1542892 19583 1718 17865 14153 1589 1088 507 197 501 12564 10467 6725 2097 6508 6167 310 3742 3003 2305 148 2157 853 78 698 1304 95 594
is_linear=0
shrinkage=0.1


Tree=3521
num_leaves=31
num_cat=0
split_feature=1 3 1 5 3 0 0 5 3 5 3 2 5 0 5 5 2 5 6 3 4 5 5 6 3 5 5 4 0 5
split_gain=4.76396e+11 5.38787e+12 2.35694e+13 2.09377e+13 6.00375e+13 9.07882e+13 4.75512e+13 4.45501e+13 3.9319e+13 3.41342e+13 3.69959e+13 6.23345e+13 2.54156e+13 3.07294e+13 2.67247e+13 5.94681e+13 3.43827e+13 4.06553e+13 3.82038e+13 2.98051e+13 2.83472e+13 2.48873e+13 2.44673e+13 2.25475e+13 2.24042e+13 2.36979e+13 6.0619e+13 2.11901e+13 2.09257e+13 2.34386e+13
threshold=30.259484550000003 18.500000000000004 30.226173900000003 82.00500000000001 13.500000000000002 59.950068600000009 60.035045000000004 81.00500000000001 8.5000000000000018 94.040000000000006 5.5000000000000009 3.5000000000000004 105.35000000000001 59.950068600000009 93.00500000000001 94.040000000000006 4.5000000000000009 87.395000000000024 1.5000000000000002 10.500000000000002 2.5000000000000004 88.015000000000015 92.035000000000011 1.5000000000000002 12.500000000000002 86.02500000000002 84.030000000000015 3.5000000000000004 60.029906750000002 37.75500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 22 8 28 9 10 11 -5 14 27 16 -16 17 18 -10 -19 -18 -12 -6 -7 25 26 -22 -14 -4 -30
right_child=-2 -3 3 4 5 23 -8 -9 12 -11 21 -13 13 -15 15 -17 20 19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-185.431745641254 -6.0565402349999768 -943.36891410595933 754.50389004938188 -83024.678214285712 157605.36508290819 -34657.655337747718 112716.53181089743 -56311.981320190433 4541.0097322425063 3800.4085175690834 155318.44406582447 123720.75878515626 7051.5326015931778 -60852.93199550084 124141.35035807293 6617.4033079740539 -83612.012574084059 -94378.489403044878 132913.0047318892 30063.290443821956 -72039.025937500002 54447.033884803917 75869.57914197199 25267.470144516676 -86439.448395270272 -23199.981488758 157658.5937789352 -96588.753551136368 -1846.105820678873 13196.343730322234
leaf_weight=86575 4179209 32564 12592 35 49 82 39 128 49 216 47 25 191 168 48 418 87 39 44 38 20 51 145 268 37 127 27 22 1506 3318
leaf_count=86575 4179209 32564 12592 35 49 82 39 128 49 216 47 25 191 168 48 418 87 39 44 38 20 51 145 268 37 127 27 22 1506 3318
internal_value=0 182.156 526.655 3637.72 12670.4 41642.5 3549.56 2467.97 1028.83 29638.5 64961.5 3119.25 -7108.07 -28875.1 1771.18 18722.9 -15108.1 20778.4 65276.1 -32965.7 -35580.2 102824 96514.2 11227.9 -15775.6 -749.403 59914.9 -3653.1 2899.97 8500.26
internal_weight=0 138955 106391 19816 2272 544 1728 17544 1689 374 158 60 1315 381 934 466 468 170 93 77 298 98 194 350 211 174 47 213 17416 4824
internal_count=4318164 138955 106391 19816 2272 544 1728 17544 1689 374 158 60 1315 381 934 466 468 170 93 77 298 98 194 350 211 174 47 213 17416 4824
is_linear=0
shrinkage=0.1


Tree=3522
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 2 6 0 1 3 1 3 5 1 1 1 4 0 4 3 5 5 2 2 1 1 5 6 5
split_gain=4.81379e+11 5.99308e+12 7.18546e+13 1.18613e+14 1.16342e+14 1.01432e+14 9.13557e+13 6.76592e+13 1.00906e+14 7.85616e+13 5.23311e+13 4.97724e+13 6.78136e+13 4.95531e+13 4.39582e+13 6.64553e+13 5.93011e+13 5.37449e+13 7.47056e+13 5.27753e+13 4.91322e+13 9.42636e+13 4.23634e+13 7.51969e+13 6.57945e+13 6.31588e+13 4.66294e+13 4.00783e+13 3.72927e+13 3.57847e+13
threshold=55.591389050000011 55.619594000000006 37.692869000000009 37.737121850000008 37.457850350000008 23.500000000000004 7.5000000000000009 1.5000000000000002 55.601678500000013 37.582182450000005 5.5000000000000009 36.761894450000007 13.500000000000002 61.845000000000006 37.342273500000012 37.39371280000001 37.214886200000009 2.5000000000000004 55.601678500000013 3.5000000000000004 14.500000000000002 104.75000000000001 64.020000000000024 6.5000000000000009 3.5000000000000004 37.642309100000013 37.597123000000003 29.985000000000003 1.5000000000000002 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 11 6 -4 8 9 27 -9 12 -2 -11 16 -16 29 18 -18 28 -21 -22 24 -24 -12 26 -26 -6 -17 -13
right_child=1 -3 3 -5 7 -7 -8 10 -10 13 22 14 -14 -15 15 19 17 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=29.641025431075157 -25133.328612117748 -13.816569052040798 12823.048282469887 -2680.0867931653588 18794.433699544272 -3191.8478775573294 46281.677803950122 -138698.88278808593 -102831.75894625917 -21661.00481112866 832.76356723287836 13933.64990093376 148666.44310461957 114484.63218245968 -20652.588450197785 571.84972966138776 -19143.24068080357 143163.23128083881 88707.284026121197 -15324.194988839285 266664.43325892859 11543.403359375001 -21983.76940143932 33871.784879553474 -25724.075533408468 -50817.396561786823 2918.1207735361659 -42711.523104403037 33853.91548880245 -24647.440506517421
leaf_weight=2414903 939 1869649 2054 9881 123 1807 1354 32 196 47 1840 1738 23 62 1383 6200 126 57 131 35 28 30 440 533 1636 647 871 764 356 279
leaf_count=2414903 939 1869649 2054 9881 123 1807 1354 32 196 47 1840 1738 23 62 1383 6200 126 57 131 35 28 30 440 533 1636 647 871 764 356 279
internal_value=0 -37.6092 -1361.06 3759.56 -5535.88 15960.9 26116.2 -15483.5 -37244.1 -24337.3 -11159.7 780.537 -20978 55779.6 2800.39 -708.231 14890.2 55315 35831.2 3440.22 78242.6 134705 -10475.7 8613.36 -14194.9 -22961.9 -15773 -34182.5 2379.11 8596.95
internal_weight=0 1.90326e+06 33612 15096 18516 5215 3408 7191 1192 996 5999 11325 962 109 10363 8032 2331 314 257 6649 93 58 5967 973 4994 3154 2507 887 6556 2017
internal_count=4318164 1903261 33612 15096 18516 5215 3408 7191 1192 996 5999 11325 962 109 10363 8032 2331 314 257 6649 93 58 5967 973 4994 3154 2507 887 6556 2017
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 1 1 5 1 5 3 4 6 5 5 5 0 1 1 4 5 0 5 0 5 5 0 5 0 1
split_gain=5.40773e+11 9.4471e+12 4.18511e+13 3.34237e+13 5.69842e+13 1.19913e+14 9.50094e+13 4.18771e+13 2.74224e+13 5.46862e+13 4.54414e+13 9.13692e+13 8.49276e+13 7.90108e+13 5.4512e+13 5.79675e+13 1.52003e+14 4.78957e+13 6.35875e+13 4.34817e+13 5.36403e+13 3.76085e+13 4.65386e+13 4.3618e+13 3.14912e+13 3.14537e+13 4.27324e+13 5.41622e+13 2.96253e+13 2.9585e+13
threshold=16.500000000000004 55.619594000000006 55.56564190000001 37.342273500000012 37.559851850000008 37.615058950000012 37.503486000000002 98.020000000000024 38.096381250000007 73.405000000000015 20.500000000000004 2.5000000000000004 1.5000000000000002 66.50500000000001 42.405000000000008 58.995000000000012 55.576287050000012 37.737121850000008 37.889331900000009 2.5000000000000004 89.00500000000001 55.591389050000011 84.030000000000015 55.576287050000012 67.990000000000023 79.010000000000005 55.601678500000013 80.815000000000012 55.591389050000011 37.752451500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 6 -6 -5 -4 9 10 12 14 17 -13 -12 16 -16 -7 -19 -11 21 23 25 -21 -15 -23 27 -27 -26 -14
right_child=1 -3 3 4 5 8 -8 -9 -10 19 11 13 29 24 15 -17 -18 18 -20 20 -22 22 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-19.421780935721223 -50.112441362160268 344.16433541233869 22928.489607491079 -9870.8984968563254 21691.634297121745 -21186.087684450406 -54284.41254590117 -19355.66235754385 1145.5416453656121 28385.685132184713 -11827.374347428951 189392.56761363638 14449.55448036194 -7125.9722977487663 104511.81251278832 -5390.3381177794263 7540.1952681234434 -120674.76044648438 -33085.621568931027 -45100.571590408283 4769.0623579030798 -31627.096905815313 -91570.424574722783 -117316.03226384945 23979.347198275864 214582.80862926139 -8270.2322815713997 -2642.3294596354172 172524.83500000002 -7935.8139240436722
leaf_weight=3318589 429491 546915 889 4599 1828 1130 538 318 4451 140 2033 44 768 76 210 954 702 125 246 349 345 410 93 110 29 22 158 24 25 2553
leaf_count=3318589 429491 546915 889 4599 1828 1130 538 318 4451 140 2033 44 768 76 210 954 702 125 246 349 345 410 93 110 29 22 158 24 25 2553
internal_value=0 64.4803 -273.441 -4413.35 -5303.76 -2489.15 -14522.3 11788.2 -5436.57 -8214.59 -5112.21 2664.74 -11681.2 73564.5 -499.291 11842.6 29869.2 -31421.5 -62596.8 -24929.1 -29869 -40117.8 -25647 -62407.1 34361.1 -15661.9 16425 101248 92750.4 -2759.07
internal_weight=0 999575 452660 23169 21962 16825 5137 1207 14997 10546 8895 4073 4822 174 3899 1866 912 1501 371 1651 1511 1166 707 459 130 614 204 46 54 3321
internal_count=4318164 999575 452660 23169 21962 16825 5137 1207 14997 10546 8895 4073 4822 174 3899 1866 912 1501 371 1651 1511 1166 707 459 130 614 204 46 54 3321
is_linear=0
shrinkage=0.1


Tree=3524
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 0 1 1 5 1 6 3 1 0 1 1 6 5 5 6 0 5 5 0 0 3 6 0 3 1
split_gain=5.1355e+11 5.54996e+12 1.32009e+13 2.20985e+13 5.07014e+13 9.86074e+13 1.00235e+14 8.51809e+13 7.08397e+13 5.10853e+13 1.33579e+14 5.09203e+13 8.73838e+13 7.31836e+13 7.28747e+13 5.89338e+13 9.74185e+13 4.42803e+13 4.22362e+13 3.95652e+13 4.67843e+13 3.83959e+13 5.73311e+13 9.01209e+13 1.11891e+14 1.0887e+14 9.58997e+13 1.19186e+14 1.10417e+14 7.66426e+13
threshold=55.591389050000011 7.5000000000000009 16.500000000000004 55.708120100000009 37.692869000000009 55.619594000000006 37.869926150000005 37.66934650000001 36.005000000000003 36.761894450000007 1.5000000000000002 15.500000000000002 37.855187800000003 55.664473600000008 37.726745000000001 37.712318250000003 1.5000000000000002 67.00500000000001 60.310000000000009 1.5000000000000002 55.674875350000008 34.605000000000011 65.045000000000016 55.68356880000001 55.695992150000002 12.500000000000002 1.5000000000000002 55.657530000000008 10.500000000000002 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 8 9 -6 10 -3 -7 13 14 18 16 -15 -12 -13 -17 -21 -11 -23 26 25 -25 27 -24 29 -28
right_child=1 2 -4 -5 5 11 -8 -9 -10 21 17 12 -14 15 -16 19 -18 -19 -20 20 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=30.615500176738351 228.63783793069825 65184.314037394332 224.65622146181127 -245.98348525726738 2318.0182568188538 141.31751378435808 -4560.4204225347921 -32557.768243312476 31995.168171679237 3246.9325234880885 -11369.680527516241 -28067.871864149307 10538.077315765564 199977.68234953703 5285.9401721964705 -54807.335405197824 -37459.523067220049 -125366.63951660157 -120566.18673112895 47732.726022584415 -34886.462146109472 -8076.5745390232587 -6099.175948283566 96263.789675531152 -1513.5382800169666 10696.240319622266 -9003.339345494358 -55559.366807729253 22420.787076561275 -103755.03462993422
leaf_weight=2414903 551096 353 558417 723858 1179 20856 2153 1052 2531 5868 230 162 1171 27 1105 904 48 40 71 87 323 23487 3254 328 693 272 842 573 2186 95
leaf_count=2414903 551096 353 558417 723858 1179 20856 2153 1052 2531 5868 230 162 1171 27 1105 904 48 40 71 87 323 23487 3254 328 693 272 842 573 2186 95
internal_value=0 -38.8457 -147.863 -409.937 -2108.02 942.458 12603.5 -4486.16 22564.1 -3713.51 24687.6 -1819.46 -12310.5 -22121.9 -5430.67 -38200.2 48017.9 -28258.1 -56254.1 -43121.3 -17355.1 -4184.12 -5558.38 1616.78 25858.5 57473.2 -2893.23 -13504.6 10110.2 -18610
internal_weight=0 1.90326e+06 1.35216e+06 793748 69890 30617 5863 39273 3710 38221 623 24754 3898 2727 1338 1389 75 270 233 1314 410 37598 31730 8243 1293 600 6950 3827 3123 937
internal_count=4318164 1903261 1352165 793748 69890 30617 5863 39273 3710 38221 623 24754 3898 2727 1338 1389 75 270 233 1314 410 37598 31730 8243 1293 600 6950 3827 3123 937
is_linear=0
shrinkage=0.1


Tree=3525
num_leaves=31
num_cat=0
split_feature=3 0 1 0 1 3 2 4 5 5 2 4 5 3 5 5 5 1 5 3 5 1 5 3 2 5 5 2 3 1
split_gain=6.32392e+11 5.09415e+12 1.02891e+13 4.53581e+13 1.96724e+13 2.27937e+13 5.69468e+13 3.48457e+13 2.47561e+13 6.14452e+13 2.28489e+13 2.08639e+13 1.70118e+13 1.70163e+13 2.39373e+13 2.22029e+13 3.96949e+13 4.9165e+13 2.02152e+13 2.61685e+13 1.6919e+13 1.831e+13 1.6114e+13 1.50746e+13 1.47315e+13 2.06251e+13 2.46011e+13 1.4386e+13 2.04088e+13 1.4808e+13
threshold=18.500000000000004 43.592450450000008 39.899261850000009 43.514103700000014 39.767857750000005 20.500000000000004 5.5000000000000009 1.0000000180025095e-35 89.00500000000001 69.610000000000014 2.5000000000000004 2.5000000000000004 49.505000000000003 24.500000000000004 93.00500000000001 57.405000000000008 55.990000000000002 39.726951800000002 51.405000000000008 23.500000000000004 90.015000000000015 39.969502550000009 110.05000000000001 19.500000000000004 16.500000000000004 67.990000000000023 59.810000000000009 3.5000000000000004 19.500000000000004 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 20 5 6 27 -8 9 -9 -7 -11 -12 15 -15 16 17 -14 19 -19 21 23 -16 -4 25 26 -6 29 -29 -2
right_child=1 -3 3 -5 24 10 7 8 -10 11 12 -13 13 14 22 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=15.382452072771393 -103125.95263450623 -77.584321841038189 84826.530236486491 97049.522786458343 -60649.141210197682 90322.273841145841 86560.400921474371 -23781.013643009501 -83228.615074573871 19672.241843750002 -25492.892903953762 140013.56213235293 -79791.851260080643 -72088.290840517249 79153.982250000001 5047.0918274649521 177127.63824404764 39672.46748511905 17716.369921875001 199501.80796875001 -36963.624746817128 -20432.966540345151 -33288.384375000001 14465.78848990507 13035.230886627907 -138325.77395833333 45516.104771205362 -188098.37083333335 -65268.494682459677 -9675.8754206730773
leaf_weight=3717520 30 598453 37 51 99 30 39 266 44 25 185 34 31 58 25 506 21 21 40 20 108 134 26 172 43 24 28 24 31 39
leaf_count=3717520 30 598453 37 51 99 30 39 266 44 25 185 34 31 58 25 506 21 21 40 20 108 134 26 172 43 24 28 24 31 39
internal_value=0 -95.2054 -4908.26 7661.62 -8644.25 -4756.54 -21369.4 -3332.56 -12833.4 -3303.02 4421.07 89021.5 1658.97 8374.34 -28144.7 14603.7 50962 27305.9 68294 117638 -2446.54 8421.81 21830.4 26922 -38603.7 -53308.8 -37242.6 -80716.3 -118867 -50306.3
internal_weight=0 600644 2191 502 1689 1495 532 408 369 325 963 59 933 748 109 639 133 112 81 41 451 343 51 209 194 151 127 124 55 69
internal_count=4318164 600644 2191 502 1689 1495 532 408 369 325 963 59 933 748 109 639 133 112 81 41 451 343 51 209 194 151 127 124 55 69
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 0 3 3 5 0 5 5 5 5 5 3 5 0 0 2 3 2 4 5 2 2 0 5
split_gain=6.25011e+11 7.91614e+12 2.11794e+13 2.45689e+13 2.09276e+13 1.73529e+13 1.71621e+13 1.50754e+13 2.85671e+13 2.10419e+13 4.42961e+13 3.64066e+13 7.15151e+13 3.24217e+13 3.26957e+13 2.00542e+13 3.57057e+13 2.53787e+13 2.26957e+13 4.21597e+13 4.24806e+13 8.16262e+13 2.81719e+13 2.36741e+13 2.18392e+13 1.85755e+13 1.81948e+13 2.10815e+13 1.75174e+13 2.35422e+13
threshold=38.996948700000011 38.975980350000007 45.013473000000012 45.133160800000006 14.500000000000002 84.030000000000015 55.388132500000005 45.047272400000004 9.5000000000000018 4.5000000000000009 120.05000000000001 45.059881250000011 77.00500000000001 46.010000000000012 73.405000000000015 116.06000000000002 161.85000000000002 13.500000000000002 80.00500000000001 45.055827000000008 45.067452850000002 11.500000000000002 6.5000000000000009 13.500000000000002 3.5000000000000004 128.92000000000004 5.5000000000000009 7.5000000000000009 45.040161900000008 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 -5 -3 -6 8 28 10 11 12 13 -9 -15 18 17 25 -11 23 21 -21 -22 -20 -24 -17 -27 -28 -4 -30
right_child=-2 2 3 4 6 -7 -8 9 -10 15 -12 -13 -14 14 -16 16 -18 -19 19 20 22 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=17.694483881707615 -27.218016800548323 -6986.0820222975344 -900.72234623932638 151.17048511355273 -12866.913211693032 -43404.011966756188 48912.965162194298 -3903.7485109923314 5902.2111841467195 5047.7331018254526 -121994.25845788045 6600.0617460517915 123064.36061746988 52614.46102161039 -70958.214266304349 120697.92418870193 -56062.190895432694 1846.7767654220781 -88776.590874335117 11594.795541158537 70320.780999599359 206610.05528846156 -21161.639905675969 31038.052109375003 49938.666219429346 93590.680290110526 -65720.837533967395 69674.001630434781 -11046.791750746845 -70892.607212409421
leaf_weight=1428691 2856253 632 3630 6364 1999 165 46 244 5239 10585 23 1107 83 310 23 52 39 77 94 123 39 26 710 20 46 41 23 23 1388 69
leaf_count=1428691 2856253 632 3630 6364 1999 165 46 244 5239 10585 23 1107 83 310 23 52 39 77 94 123 39 26 710 20 46 41 23 23 1388 69
internal_value=0 53.178 1579.22 1975.09 -2676.76 -14525.6 -11477.2 3604.04 719.303 5780.23 15888.6 17683.4 36273.1 23788.4 44079.4 4259.47 32000.8 47901.1 3651.89 -10313.1 -3376.12 45624.3 -12559.8 -67756.5 -16835.4 73413.2 45151 1976.58 -4618.47 -13880.9
internal_weight=0 1.46191e+06 33220 32423 8409 797 2045 24014 10326 13688 1790 1767 660 577 333 11898 255 216 11643 1058 944 149 795 114 756 139 87 46 5087 1457
internal_count=4318164 1461911 33220 32423 8409 797 2045 24014 10326 13688 1790 1767 660 577 333 11898 255 216 11643 1058 944 149 795 114 756 139 87 46 5087 1457
is_linear=0
shrinkage=0.1


Tree=3527
num_leaves=31
num_cat=0
split_feature=3 2 1 0 5 2 5 1 1 0 0 2 0 0 0 0 1 1 0 0 5 6 5 1 5 5 3 1 4 1
split_gain=5.43904e+11 4.82047e+12 1.10881e+13 3.28602e+13 2.18803e+13 1.8992e+13 1.13103e+13 2.29369e+13 2.10016e+13 1.58191e+13 1.62889e+13 1.93315e+13 1.95536e+13 5.44603e+13 3.01174e+13 4.11309e+13 2.07726e+13 2.22788e+13 1.77164e+13 1.50295e+13 1.88732e+13 3.13016e+13 1.58708e+13 1.5863e+13 4.76269e+13 1.25408e+13 1.21588e+13 2.05093e+13 3.14233e+13 1.3671e+13
threshold=18.500000000000004 4.5000000000000009 30.160599000000001 59.853570100000006 83.010000000000005 2.5000000000000004 100.05000000000001 82.95335685000002 82.966612450000014 55.02863030000001 55.91302515000001 1.5000000000000002 55.734663800000007 55.657530000000008 55.674875350000008 55.695992150000002 37.362912300000012 37.39371280000001 56.009576300000013 45.087005000000012 98.020000000000024 1.5000000000000002 85.020000000000024 39.714575750000009 91.050000000000011 128.92000000000004 24.500000000000004 37.582182450000005 3.5000000000000004 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 19 9 -9 -8 11 -11 13 -13 -15 -16 -14 -18 -12 20 22 -22 -4 -24 -25 -20 27 28 -19 -28
right_child=1 -3 6 -5 5 -7 7 8 -10 10 18 12 16 14 15 -17 17 26 25 -21 21 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=14.265714069981598 -3155.3584120082596 35.813880278024612 4054.2598121030155 23292.939773837003 -128438.87410714287 -15665.418310546876 -18790.141588368413 133348.08929687503 16967.320020238905 81231.027675189398 -76657.461842606703 5232.3590756314479 -52705.937436655411 -182546.13323863636 3416.056366356383 -167805.24828125001 93602.167260174421 173202.78845880681 -14455.325327619968 -1061.2259502011254 157242.40074404763 10863.834197998047 -18911.091232048486 -76547.239775815222 107672.77486979168 17642.056890190972 -59388.6836738782 11786.093814374817 26830.003018465912 26700.584062500002
leaf_weight=3717520 367 503929 7979 660 28 32 977 20 69 33 41 412 37 22 47 20 43 22 787 84007 21 48 510 23 36 144 39 212 44 35
leaf_count=3717520 367 503929 7979 660 28 32 977 20 69 33 41 412 37 22 47 20 43 22 787 84007 21 48 510 23 36 144 39 212 44 35
internal_value=0 -88.2937 -734.951 9307.95 -12308.2 -68293 -849.108 -6888 43120.3 -8414.84 -3184.36 6011.97 3351.48 -10091.5 -81028.8 -47694.8 18941.6 25652.9 -12323.9 -653.253 3324.07 55413.8 2903.59 -13232 35858.2 -9490.75 17352.3 26941.1 75620.9 -18670.8
internal_weight=0 600644 96715 1087 427 60 95628 3004 89 2915 1938 966 933 501 89 67 432 395 972 92624 8617 69 8548 569 59 931 352 278 66 74
internal_count=4318164 600644 96715 1087 427 60 95628 3004 89 2915 1938 966 933 501 89 67 432 395 972 92624 8617 69 8548 569 59 931 352 278 66 74
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=31
num_cat=0
split_feature=1 1 0 2 5 3 0 3 5 5 0 0 3 0 0 4 5 0 0 1 5 3 5 2 5 4 5 1 0 0
split_gain=5.28597e+11 6.91973e+12 4.97526e+13 1.93542e+13 2.09353e+13 2.54394e+13 4.55885e+13 2.41064e+13 4.01643e+13 3.42657e+13 3.37655e+13 2.81759e+13 2.57489e+13 4.12898e+13 2.2385e+13 2.44182e+13 2.20071e+13 2.48985e+13 2.63348e+13 2.1872e+13 2.11214e+13 3.73808e+13 1.91963e+13 2.06076e+13 1.94717e+13 1.91786e+13 1.89895e+13 1.78539e+13 1.22296e+14 5.69782e+13
threshold=38.996948700000011 39.027779200000005 55.795550600000006 13.500000000000002 37.995000000000012 5.5000000000000009 45.053747000000008 21.500000000000004 91.050000000000011 94.040000000000006 45.053747000000008 45.070824200000011 18.500000000000004 45.112033650000008 45.070824200000011 3.5000000000000004 77.00500000000001 45.022371150000005 45.013473000000012 39.021425200000003 92.035000000000011 3.5000000000000004 112.04500000000002 9.5000000000000018 98.020000000000024 3.5000000000000004 78.710000000000022 39.032393150000004 45.055827000000008 45.053747000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 16 12 11 -10 -11 -9 -7 26 15 -8 -6 18 -18 -17 25 -22 24 -24 -12 -16 -14 28 29 -3
right_child=1 27 -4 -5 5 7 14 8 9 10 22 -13 13 -15 20 19 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=48.904689051574024 1484.7500856085835 10762.492271666781 -20750.223410132163 3680.3465185944779 -9845.616164459756 -3130.5418955318114 13563.043934587815 4875.3628142579028 113141.37252471301 -19856.942010241597 2772.5040999873995 -33221.754847423312 -20547.750669649657 15308.207509155276 3516.6854431358101 18879.583218544409 -15886.685633680558 -5687.7717297065556 87306.128301770179 126894.0647804054 25879.691045418433 -42584.921277351692 53676.104513888888 -25676.089895833335 93701.592977718436 36312.930561845387 -59933.440849117585 -15.362404510295329 -3686.2124813935161 42126.240062200639
leaf_weight=1461911 23755 6011 1240 9564 3532 46324 1367 1773 49 119 31 218 1026 320 8788 38 36 164 79 37 118 246 72 60 98 182 139 2740151 10075 641
leaf_count=1461911 23755 6011 1240 9564 3532 46324 1367 1773 49 119 31 218 1026 320 8788 38 36 164 79 37 118 246 72 60 98 182 139 2740151 10075 641
internal_value=0 -25.0308 -844.847 -593.329 -1054.81 -1985.55 1690.71 -3053.17 6684.07 34437.7 24289.1 704.006 -3546.05 -16507.8 5015.28 16611.1 -7709.85 19327.8 55002.3 72166.7 3223.86 -20390.3 44416.9 17606.9 71850.4 4182.12 -25247 4.52046 3261.65 13784.8
internal_weight=0 2.85625e+06 99375 98135 88571 64816 14587 50229 2420 429 380 1991 47809 1485 10776 1442 3811 279 115 75 9334 364 261 132 129 8970 1165 2.75688e+06 16727 6652
internal_count=4318164 2856253 99375 98135 88571 64816 14587 50229 2420 429 380 1991 47809 1485 10776 1442 3811 279 115 75 9334 364 261 132 129 8970 1165 2756878 16727 6652
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 5 0 0 4 4 0 3 0 0 0 5 0 6 5 5 6 0 5 4 5 0 0 0 3 5
split_gain=5.20385e+11 4.84138e+12 7.89506e+12 1.23439e+13 1.74481e+13 2.39736e+13 1.71345e+13 2.43865e+13 1.7038e+13 2.75329e+13 1.29951e+13 1.2652e+13 1.12613e+13 1.05788e+13 2.59916e+13 1.00962e+13 1.78198e+13 2.42785e+13 3.43942e+13 1.97872e+13 1.96837e+13 2.10237e+13 1.32009e+13 1.36008e+13 2.64789e+13 2.4189e+13 2.26604e+13 1.36615e+13 1.31326e+13 1.66471e+13
threshold=4.5000000000000009 30.578016350000002 36.546174950000008 101.05000000000001 84.030000000000015 86.02500000000002 50.565831500000009 59.950068600000009 3.5000000000000004 2.5000000000000004 56.197733450000008 3.5000000000000004 56.863241500000008 56.028355650000009 59.990816400000007 30.990000000000006 44.678200800000006 1.5000000000000002 40.905000000000008 39.995000000000012 1.5000000000000002 60.693675950000006 57.405000000000008 2.5000000000000004 63.455000000000005 55.719391050000006 59.755965500000009 59.963407450000012 2.5000000000000004 78.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 -6 -7 10 9 -5 -8 -10 -13 -11 -15 -3 17 19 -19 -17 -18 22 -22 24 -24 -26 -27 -28 -25 -30
right_child=-2 2 -4 8 5 6 7 -9 11 13 -12 12 -14 14 -16 16 20 18 -20 -21 21 -23 23 28 25 26 27 -29 29 -31
leaf_value=1364.1405900246555 10.663339101368342 6446.7227951669165 -115.59081719383187 -48518.758984375003 -85873.269112723225 72853.255877976189 -30034.293354323818 4908.8986164226399 15824.116130065919 26139.49020034328 -104684.26005108173 -101214.51359375002 -8509.7327122738479 189709.32578125002 50089.560107421879 10553.583076533565 7457.4342734742349 -34317.337105043473 50494.825294370516 -118872.47291666668 -7364.8629795645675 1121.8250184633157 -28661.055809783938 -8565.9757774501468 -28930.916292317706 117885.16703559028 -25501.365625000002 60231.60874618902 -43397.362428737339 9072.6123325892859
leaf_weight=20940 3945856 1084 340308 24 56 21 58 143 128 33 39 20 38 20 40 27 1183 62 209 21 4194 2532 192 257 54 36 34 41 444 70
leaf_count=20940 3945856 1084 340308 24 56 21 58 143 128 33 39 20 38 20 40 27 1183 62 209 21 4194 2532 192 257 54 36 34 41 444 70
internal_value=0 -113.014 -201.046 -2830.44 -3391.13 -26503.7 -13765.5 -21344.6 17075.1 46973.7 -60048.2 -1732.11 -40476.9 71616.9 96629.5 -2689.34 -3747.86 19480.8 31091.3 -46070.3 -4567.81 -6379.1 -9947.75 -19551.1 -3414.22 25963.9 52669.5 21366 -27023.1 -36251.6
internal_weight=0 372308 351368 11060 10757 317 261 240 303 117 97 186 58 93 60 10440 9356 319 271 48 9037 7854 5322 1128 357 165 111 75 771 514
internal_count=4318164 372308 351368 11060 10757 317 261 240 303 117 97 186 58 93 60 10440 9356 319 271 48 9037 7854 5322 1128 357 165 111 75 771 514
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=31
num_cat=0
split_feature=0 0 5 3 5 3 3 3 1 5 1 1 5 3 5 1 5 2 4 5 5 5 1 5 5 1 3 3 6 5
split_gain=5.17606e+11 2.23638e+13 6.80899e+13 5.00242e+13 4.54132e+13 3.99166e+13 9.72612e+13 5.42937e+13 7.67367e+13 6.38403e+13 4.24321e+13 1.18684e+14 4.85487e+13 1.27015e+14 3.92705e+13 4.44462e+13 3.81149e+13 3.86795e+13 3.19324e+13 3.09869e+13 2.86966e+13 2.74487e+13 2.48528e+13 3.35886e+13 4.08695e+13 2.45296e+13 3.94085e+13 9.38008e+13 5.26442e+13 4.85651e+13
threshold=55.975961550000008 55.993277250000013 110.05000000000001 14.500000000000002 150.04500000000004 16.500000000000004 12.500000000000002 11.500000000000002 37.214886200000009 54.990000000000002 37.275078000000001 37.328003200000005 73.995000000000019 5.5000000000000009 53.705000000000005 37.726745000000001 61.020000000000003 2.5000000000000004 1.5000000000000002 50.805000000000007 51.815000000000005 40.405000000000008 37.214886200000009 87.00500000000001 82.00500000000001 37.214886200000009 18.500000000000004 24.500000000000004 1.5000000000000002 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 10 9 20 12 19 16 -14 -8 22 17 -2 -19 -12 -9 -7 23 24 -16 26 -23 29 -29 -28
right_child=1 -3 3 -5 -6 21 14 8 -10 -11 11 -13 13 -15 15 -17 -18 18 -20 -21 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=21.80926892215129 -17535.174694683978 -5.2703912937796167 203550.62090992648 -41344.405714699074 50421.199010416669 -1698.1847886681444 7721.6731269836428 -46365.108263346359 47149.193462982184 -122560.95471491228 -49959.827079399955 -3728.981667985383 -30051.644067382815 261589.36174665179 59308.86803639069 17542.356161857326 -49560.791819324717 -3262.753477490638 58774.321393192178 -136991.79594010417 51438.495171440976 -39449.345513978158 142545.39193412164 176975.68541666667 -68618.773814174099 -8869.1166735680654 37072.193961210032 -3507.1990842762216 -64772.303923941348 186717.3372036638
leaf_weight=3091448 174 1210323 34 27 45 2122 1182 180 80 114 90 7103 32 28 231 494 87 121 264 75 36 884 37 21 28 2147 86 435 207 29
leaf_count=3091448 174 1210323 34 27 45 2122 1182 180 80 114 90 7103 32 28 231 494 87 121 264 75 36 884 37 21 28 2147 86 435 207 29
internal_value=0 -54.9616 -3723.74 76163.9 116325 -4243.67 -507.61 -5227.83 -40716.9 -62017.8 -3403.08 -5676.63 20002.2 106047 19349 36295.5 12010.4 21593 39277 -89519.8 -30064.5 -10803.6 65519.5 55341.1 45478.9 -15904.4 -25108.9 -8362.6 -23260.9 74808.8
internal_weight=0 1.22672e+06 16393 106 79 16287 10377 8384 410 330 7974 7268 706 60 1993 811 646 559 385 165 216 5910 317 280 259 3788 1641 757 642 115
internal_count=4318164 1226716 16393 106 79 16287 10377 8384 410 330 7974 7268 706 60 1993 811 646 559 385 165 216 5910 317 280 259 3788 1641 757 642 115
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 6 2 0 3 1 0 5 3 0 1 1 3 3 5 0 5 2 5 5 3 3 5 5 5
split_gain=5.21162e+11 5.61891e+12 3.86132e+13 2.38005e+13 4.55998e+13 5.56203e+13 2.8209e+13 5.47186e+13 3.61947e+13 3.1801e+13 3.83326e+13 2.71245e+13 2.96006e+13 2.6168e+13 2.82619e+13 5.32423e+13 5.50263e+13 1.41799e+14 6.66801e+13 8.57508e+13 4.82891e+13 4.53826e+13 5.76109e+13 5.07984e+13 3.74384e+13 3.64025e+13 7.40264e+13 5.31438e+13 3.60943e+13 1.29329e+14
threshold=45.067452850000002 45.03656895000001 38.781124500000011 41.950906500000009 39.032393150000004 75.750000000000014 1.5000000000000002 8.5000000000000018 45.055827000000008 15.500000000000002 38.975980350000007 45.047272400000004 59.510000000000012 16.500000000000004 45.047272400000004 38.969379750000009 38.984911950000004 12.500000000000002 15.500000000000002 60.310000000000009 45.040161900000008 58.995000000000012 11.500000000000002 112.04500000000002 94.040000000000006 5.5000000000000009 8.5000000000000018 89.00500000000001 75.015000000000015 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 11 7 -4 -9 10 -10 -6 -13 14 15 -8 17 25 -18 -20 -21 -19 23 24 -23 28 27 -27 -17 -30
right_child=-2 2 3 -5 5 -7 13 8 9 -11 -12 12 -14 -15 -16 16 18 21 19 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=108.95572425911135 11.86578826887868 -39040.425874806177 -11960.731791251646 5736.051835855571 1628.2544030005977 -20316.79682150064 3321.2859224234221 -4764.01333863118 -14320.598106282552 9434.0936176408068 129774.85752766927 -3340.9297117816191 -14049.997396298373 3730.3732654646792 946.33819831101982 -2936.8483298212573 -6660.7678930808152 -28493.285723788496 -14582.797580796085 26132.278913225447 93837.010187122811 -93993.957213937741 -23168.330798264957 -209803.1687276786 27638.208147321428 -39568.653930241511 -2103.7282621547156 -201198.42180059524 169120.52047991072 -17854.239501505162
leaf_weight=332609 3867038 262 5266 5632 7420 2103 5594 3152 30 2313 48 11256 3349 21796 41873 2140 2711 483 287 238 189 263 163 35 28 650 1050 21 56 109
leaf_count=332609 3867038 262 5266 5632 7420 2103 5594 3152 30 2313 48 11256 3349 21796 41873 2140 2711 483 287 238 189 263 163 35 28 650 1050 21 56 109
internal_value=0 -101.713 -692.939 -607.979 -925.228 -4778.83 125.448 -4661 2273.94 11551.9 74353.5 -3295.22 -5796.57 791.421 -354.713 -4241.34 -9263.94 -15954.8 499.875 27688.3 56099.9 -50234.9 -71709.8 -95980.5 -82290.5 -7678.57 -18683.2 -44627.1 537.866 45603.9
internal_weight=0 451126 118517 118255 112623 24128 88495 10809 5543 2391 78 22025 14605 77686 55890 14017 8423 4998 3425 714 427 972 489 326 291 4026 1721 671 2305 165
internal_count=4318164 451126 118517 118255 112623 24128 88495 10809 5543 2391 78 22025 14605 77686 55890 14017 8423 4998 3425 714 427 972 489 326 291 4026 1721 671 2305 165
is_linear=0
shrinkage=0.1


Tree=3532
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 3 5 1 3 5 2 6 5 5 3 0 5 5 5 6 3 0 3 5 2 4 0 5 3 2
split_gain=5.54905e+11 5.12695e+12 3.86534e+13 6.30599e+13 4.32412e+13 4.58115e+13 4.09256e+13 3.21781e+13 5.3699e+13 5.56702e+13 2.82666e+13 3.9966e+13 2.46389e+13 2.44874e+13 2.46392e+13 2.42319e+13 2.3756e+13 2.46204e+13 2.35525e+13 3.21282e+13 2.56987e+13 2.26345e+13 2.20633e+13 2.13699e+13 2.01695e+13 1.99666e+13 1.77708e+13 1.48974e+13 1.63014e+13 2.2495e+13
threshold=18.500000000000004 82.959896850000021 82.95335685000002 55.002082750000007 55.07108800000001 21.500000000000004 77.00500000000001 82.966612450000014 23.500000000000004 53.705000000000005 8.5000000000000018 1.5000000000000002 51.405000000000008 41.810000000000009 22.500000000000004 55.039751500000008 64.405000000000015 61.845000000000006 43.005000000000003 1.5000000000000002 24.500000000000004 55.014170500000006 24.500000000000004 45.985000000000007 13.500000000000002 2.5000000000000004 55.034903650000011 63.005000000000003 21.500000000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 23 -4 8 10 -10 12 -12 -3 14 -7 -16 17 18 19 -15 -20 22 24 -5 25 -11 -14 -13 -29 -30
right_child=1 7 3 4 -6 13 -8 -9 9 21 11 27 26 16 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=14.409257996843881 -69.767485557107094 897.83473730311914 62.341712461583008 -29375.454325488729 62749.655199455497 -25664.974857120385 49879.862898900959 -489.85139759228281 6981.0268621629284 55370.462501457558 2669.0917459533212 -18837.788795674918 -14656.745696086713 -38854.863280112571 40550.18864265774 -21934.770473920038 865.28058246569037 -54707.715576837712 33993.084738415433 43078.579931640626 -15092.98878594907 31887.534817949316 122495.41708192567 -67048.501677564549 11321.673735271517 155924.09765625 27640.05897138 -96308.179856770847 49975.246343750005 -73502.055078125006
leaf_weight=3717520 567001 934 2413 436 66 149 177 22069 496 67 2274 367 111 601 230 85 526 220 131 52 574 206 74 230 61 28 945 60 25 36
leaf_count=3717520 567001 934 2413 436 66 149 177 22069 496 67 2274 367 111 601 230 85 526 220 131 52 574 206 74 230 61 28 945 60 25 36
internal_value=0 -89.1821 -153.486 -8212.69 -17379.4 -19014.6 3466.86 1238.22 7947.71 29895.3 3643.18 -2903.38 12729.4 -12953.5 7840.53 23689.2 -17539.2 -23674.1 -18646.5 -32330.3 -5972.03 55962.9 77526 -42385.7 56194.3 85007.3 23194.1 -28870.2 -59299 -22896.6
internal_weight=0 600644 572891 5890 3300 3234 2590 27753 5684 932 4752 2762 1990 2568 464 315 2104 1578 1358 653 705 436 230 666 156 95 1056 488 121 61
internal_count=4318164 600644 572891 5890 3300 3234 2590 27753 5684 932 4752 2762 1990 2568 464 315 2104 1578 1358 653 705 436 230 666 156 95 1056 488 121 61
is_linear=0
shrinkage=0.1


Tree=3533
num_leaves=31
num_cat=0
split_feature=5 5 1 1 2 5 3 1 1 0 0 5 1 0 0 3 3 0 1 2 5 0 1 6 0 0 0 2 1 0
split_gain=5.29151e+11 6.93308e+12 1.369e+13 1.41479e+13 2.10609e+13 1.16068e+13 1.13311e+13 1.88802e+13 4.76872e+13 2.08417e+13 2.80086e+13 1.62611e+13 1.48594e+13 1.52494e+13 1.39992e+13 1.39796e+13 3.98835e+13 1.73197e+13 2.33413e+13 1.91207e+13 2.89609e+13 1.37782e+13 1.34189e+13 1.30043e+13 4.25e+13 1.56664e+13 1.2884e+13 2.47701e+13 2.40547e+13 1.85119e+13
threshold=68.00500000000001 66.50500000000001 83.093115700000013 83.011163250000024 5.5000000000000009 67.00500000000001 23.500000000000004 37.487839250000007 37.516458750000005 55.91302515000001 51.369916400000001 66.990000000000023 38.950530550000003 47.208883950000008 59.963407450000012 11.500000000000002 10.500000000000002 59.990816400000007 30.362552800000003 7.5000000000000009 67.990000000000023 55.777112100000004 30.226173900000003 1.5000000000000002 45.005863250000004 44.998833400000002 44.982728700000003 16.500000000000004 37.971176850000006 44.874285750000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 14 22 11 10 12 -9 -10 23 26 16 -16 18 19 20 -17 -13 -8 24 -14 -25 27 28 29 -3
right_child=-2 2 5 4 -6 -7 7 8 9 -11 -12 21 13 -15 15 17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8716573279750239 -75.726906190397386 -26223.357692892205 1522.273822569985 35278.014093503327 -9245.8186512175071 -7964.7534475444527 -34116.126809512869 10249.461937040442 57600.470926339287 9749.7428570755601 -12481.851622710485 10392.580952380953 130403.09531250001 29696.48814458292 -6985.8796817289303 3599.0113068953806 -81269.256041666667 11111.680820674919 -58396.374778435827 40094.685441894537 -114189.77291666668 -76092.161811279293 11767.599206272902 -98568.500046502973 1291.5085577713817 -9752.6550835614653 2478.7030677059879 102989.01466619318 743.64156941505348 -1648.2641427239869
leaf_weight=3485947 760277 694 2249 289 168 3023 68 34 56 928 2583 21 28 189 1992 92 75 869 93 80 27 150 1017 21 285 366 52333 22 3639 549
leaf_count=3485947 760277 694 2249 289 168 3023 68 34 56 928 2583 21 28 189 1992 92 75 869 93 80 27 150 1017 21 285 366 52333 22 3639 549
internal_value=0 16.1819 987.904 1375.83 18910.4 -3917.65 1254.8 -2988.86 -5754.5 -3584.97 -7092.52 -52912.7 7638.33 4491.11 1658.08 -4749.17 -9681.21 4031.65 -17038.7 2289.25 -23126.2 -65471.2 8891.94 -2314.35 12841.4 -14572.1 2019.43 -2881.74 -3358.83 -15369.2
internal_weight=0 3.55789e+06 71940 66668 457 5272 66211 5746 4661 4456 3528 205 945 889 60465 3228 2067 1161 292 199 119 171 1085 700 313 387 57237 4904 4882 1243
internal_count=4318164 3557887 71940 66668 457 5272 66211 5746 4661 4456 3528 205 945 889 60465 3228 2067 1161 292 199 119 171 1085 700 313 387 57237 4904 4882 1243
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=31
num_cat=0
split_feature=1 1 3 3 5 6 0 0 5 2 5 0 5 0 2 2 2 5 1 0 0 5 3 0 0 0 6 2 5 5
split_gain=5.06293e+11 1.24154e+13 3.09526e+13 2.67713e+13 2.1675e+13 2.48754e+13 2.31711e+13 1.89754e+13 1.84284e+13 1.90609e+13 1.78972e+13 1.65335e+13 1.65332e+13 2.27394e+13 3.46191e+13 1.47246e+13 1.97561e+13 1.95962e+13 1.36022e+13 9.78213e+13 4.57817e+13 6.05106e+13 3.03396e+13 3.67237e+13 3.97572e+13 3.82199e+13 3.60656e+13 2.89845e+13 2.77504e+13 4.30054e+13
threshold=39.011252750000004 39.027779200000005 21.500000000000004 18.500000000000004 83.010000000000005 1.5000000000000002 45.047272400000004 45.055827000000008 70.00500000000001 21.500000000000004 116.06000000000002 45.053747000000008 102.01000000000001 45.029420750000007 7.5000000000000009 7.5000000000000009 8.5000000000000018 81.910000000000011 39.032393150000004 45.055827000000008 45.053747000000008 84.030000000000015 16.500000000000004 45.067452850000002 45.070824200000011 45.059881250000011 1.5000000000000002 17.500000000000004 89.00500000000001 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 -6 -7 8 -4 15 12 -11 -2 -14 -15 -10 17 -17 19 20 21 -3 23 25 -25 26 -21 28 29 -23
right_child=1 18 7 4 5 6 -8 -9 9 11 -12 -13 13 14 -16 16 -18 -19 -20 22 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=46.659669044914203 -1792.8996041992286 7161.4148196751212 -2384.6027648958525 -12297.126805471278 -3412.5182473575369 -189292.65067471593 -40572.013437500005 22653.913919331986 -2837.4885844983555 -57748.036715494796 -23654.407398842868 34212.73355334052 -47461.971223958331 15404.242819598541 112426.94643673781 27123.767890625 24155.457624597217 167110.25151367189 -14.220279935312323 53630.965549479173 37662.216173764136 53959.023938519022 -12958.213717772947 21933.947060491391 161.12475323512265 -16038.448689790126 -520.87938877179192 -53998.923274739587 37395.274121093753 186434.95663677016
leaf_weight=1511504 44217 5689 1602 1545 34 22 20 692 190 60 371 29 48 357 41 20 514 20 2740151 150 641 69 2485 1100 3530 2127 683 24 191 38
leaf_count=1511504 44217 5689 1602 1545 34 22 20 692 190 60 371 29 48 357 41 20 514 20 2740151 150 641 69 2485 1100 3530 2127 683 24 191 38
internal_value=0 -25.1282 -1590.29 -2235.83 -14861.8 -66998.7 -118473 8041.29 3888.55 15952.9 -1781.36 -27783.3 -1599.67 17557.5 25399 21184.8 29423.4 97117 3.13446 2846.12 12257.5 9548.41 -3367.74 -227.771 5333.93 -8927.33 9230.35 51721.2 60235.6 101007
internal_weight=0 2.80666e+06 49782 46655 1621 76 42 3127 2435 833 45034 89 44663 446 398 744 554 40 2.75688e+06 16727 6652 6011 10075 7590 4630 2960 833 322 298 107
internal_count=4318164 2806660 49782 46655 1621 76 42 3127 2435 833 45034 89 44663 446 398 744 554 40 2756878 16727 6652 6011 10075 7590 4630 2960 833 322 298 107
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=31
num_cat=0
split_feature=1 6 1 1 0 3 3 0 0 0 3 3 5 0 2 5 5 5 5 3 3 3 1 2 5 2 3 3 1 0
split_gain=5.33677e+11 5.33715e+12 1.62293e+13 2.83051e+13 5.44164e+13 3.89428e+13 7.55646e+13 1.14709e+14 9.30108e+13 7.64154e+13 5.52945e+13 1.15944e+14 7.94527e+13 7.43013e+13 6.66028e+13 4.43029e+13 4.4014e+13 3.43963e+13 3.31962e+13 3.08434e+13 2.87961e+13 5.36438e+13 7.32156e+13 4.82314e+13 3.52846e+13 4.01882e+13 2.68405e+13 2.89203e+13 2.68219e+13 4.61624e+13
threshold=35.911716050000003 1.5000000000000002 30.502469200000004 30.410108300000001 59.916647550000008 12.500000000000002 15.500000000000002 59.882016200000002 59.853570100000006 59.896318000000008 18.500000000000004 24.500000000000004 86.02500000000002 59.863160500000006 16.500000000000004 83.010000000000005 107.05000000000001 75.750000000000014 114.05000000000001 26.500000000000004 16.500000000000004 20.500000000000004 30.468306550000005 7.5000000000000009 97.050000000000011 20.500000000000004 21.500000000000004 23.500000000000004 30.434657650000002 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 9 8 -8 -7 14 13 -13 -12 16 19 -10 -11 -19 -9 -17 22 23 -22 -23 -26 -15 -28 -6 -30
right_child=-2 2 -4 4 28 6 7 15 10 17 11 12 -14 26 -16 20 -18 18 -20 -21 21 24 -24 -25 25 -27 27 -29 29 -31
leaf_value=-507.18525949483228 12.277535360665134 -38.249222112448614 -1472.5994338559822 3109.9112222893086 3320.4446095844892 -5291.7893939292599 195.30656359834828 2134.9049444687244 20456.551860541804 36675.180203425276 23763.281790964229 38955.996472796069 -140866.63143028846 73312.770910395411 -111720.45338893583 -113023.11968368903 156685.39962500002 106298.38537986866 -6747.2734985351562 -58802.913933823525 7637.2008832789188 -73858.637971961682 -143611.35312499999 144320.72605096726 -42117.999687500007 125416.99985119049 191824.23146875002 108017.9367717634 2144.9287740326117 -8870.5160708739731
leaf_weight=191325 3848743 181308 49010 12611 11887 438 858 3638 462 1096 76 447 26 49 37 41 25 138 32 85 67 187 21 42 45 21 100 70 8124 7155
leaf_count=191325 3848743 181308 49010 12611 11887 438 858 3638 462 1096 76 447 26 49 37 41 25 138 32 85 67 187 21 42 45 21 100 70 8124 7155
internal_value=0 -100.662 179.018 532.36 2697.71 6572.1 12029.1 6973.73 25718.5 30710.9 42668.1 59756.3 29071.5 108956 17622.9 -2744.44 27449.8 43166.9 85019.2 743.631 -33372 -24845.4 27364 60304.2 -51672.4 11188.6 138521 157316 -241.957 -3013.49
internal_weight=0 469421 278096 229086 47778 20612 8001 6297 2150 1704 1292 768 473 295 524 4147 487 1266 170 3723 424 383 130 109 253 66 219 170 27166 15279
internal_count=4318164 469421 278096 229086 47778 20612 8001 6297 2150 1704 1292 768 473 295 524 4147 487 1266 170 3723 424 383 130 109 253 66 219 170 27166 15279
is_linear=0
shrinkage=0.1


Tree=3536
num_leaves=31
num_cat=0
split_feature=2 6 3 4 0 0 1 3 0 0 1 1 1 5 1 0 5 5 1 0 3 0 0 3 0 3 5 0 5 0
split_gain=5.06576e+11 1.43782e+13 2.63366e+13 3.26329e+13 2.06153e+13 3.9889e+13 8.96717e+13 2.75037e+13 2.13333e+13 2.02233e+13 2.92088e+13 1.96816e+13 6.52447e+13 7.98093e+13 8.63e+13 6.88725e+13 6.41931e+13 7.70615e+13 7.12759e+13 5.71067e+13 5.64601e+13 5.02289e+13 4.95912e+13 4.94621e+13 4.37625e+13 4.34411e+13 4.33563e+13 3.53279e+13 4.4341e+13 7.91208e+13
threshold=8.5000000000000018 1.5000000000000002 16.500000000000004 1.5000000000000002 60.029906750000002 60.042666650000008 30.278357500000002 12.500000000000002 60.063729500000008 44.732363600000006 37.726745000000001 30.315880100000005 30.362552800000003 56.835000000000008 30.323743050000001 59.963407450000012 68.00500000000001 70.00500000000001 30.259484550000003 59.834458500000004 11.500000000000002 59.932719750000011 59.916647550000008 9.5000000000000018 59.950068600000009 15.500000000000002 102.01000000000001 59.904813200000007 71.715000000000018 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 7 -6 -7 10 -4 16 13 19 -15 -14 18 21 -5 -13 -19 -18 -21 -16 27 -20 -22 28 -25 -30
right_child=1 -3 9 4 5 8 -8 -9 -10 -11 -12 12 15 14 23 -17 17 20 25 22 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=20.020980057313661 13.692643490930644 -387.60654839387985 104878.15422363282 -2314.0468060401708 57606.847867929471 -16267.680087234727 194049.79351325758 10844.431280358858 12446.908535060411 -238.85147805491007 8516.6020732102679 2769.8546736532185 2734.1953488294803 -21702.999879562565 117930.00876652646 -25043.457726078541 55334.658737980775 35770.050414598474 -24927.150006384883 133609.01878511236 -8368.083282802465 224616.11197916666 51018.471686575096 -13348.120009295802 31314.41546850586 -77834.211224089187 68790.994486959884 -69979.861124894436 242440.65640625 16548.726800271739
leaf_weight=3218464 86939 601611 32 1850 179 402 33 423 726 328364 1851 201 70753 656 52 904 65 471 705 89 1343 24 397 291 900 199 77 74 20 69
leaf_count=3218464 86939 601611 32 1850 179 402 33 423 726 328364 1851 201 70753 656 52 904 65 471 705 89 1343 24 397 291 900 199 77 74 20 69
internal_value=0 -58.5949 338.798 1358.79 2804.23 13499.3 33547.2 24748.9 2213.52 -179.593 10154.2 2565.98 2963.76 18082.3 8247.35 2383.76 -3686.06 10047.4 -13559.8 47601.6 5767.46 100984 66143.1 22221.3 18545.7 -36573.7 -4184.11 -6766.82 5543.09 67311
internal_weight=0 1.0997e+06 498089 167842 80903 1763 635 602 1128 330247 1883 79140 74406 2749 2062 71657 4734 1980 2754 687 1891 89 486 1406 1354 904 1420 454 380 89
internal_count=4318164 1099700 498089 167842 80903 1763 635 602 1128 330247 1883 79140 74406 2749 2062 71657 4734 1980 2754 687 1891 89 486 1406 1354 904 1420 454 380 89
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=31
num_cat=0
split_feature=5 5 1 4 1 0 1 3 1 3 1 3 4 3 5 5 0 1 1 6 1 2 0 1 0 1 1 1 3 5
split_gain=5.92493e+11 6.27943e+12 1.48954e+13 4.75156e+13 4.27677e+13 3.20162e+13 3.45363e+13 4.11918e+13 4.94375e+13 3.03256e+13 2.84746e+13 2.94192e+13 3.42744e+13 3.22675e+13 2.47357e+13 2.82274e+13 3.26201e+13 3.93484e+13 2.77598e+13 3.38019e+13 3.486e+13 2.44325e+13 4.22832e+13 2.79734e+13 2.5413e+13 2.4042e+13 2.28031e+13 2.2798e+13 8.23287e+13 2.38831e+13
threshold=64.020000000000024 62.385000000000012 37.792847950000002 2.5000000000000004 30.315880100000005 55.416472000000006 37.487839250000007 4.5000000000000009 37.66934650000001 21.500000000000004 82.958618050000013 11.500000000000002 2.5000000000000004 8.5000000000000018 63.855000000000011 63.145000000000003 55.885524800000006 30.410108300000001 30.259484550000003 1.5000000000000002 30.346469350000003 10.500000000000002 55.745923000000012 37.582182450000005 55.664473600000008 83.663637000000008 37.692869000000009 37.475443250000005 11.500000000000002 63.455000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 9 -6 27 8 -8 -5 11 12 13 -4 15 16 -3 18 -18 -20 -21 23 24 -9 -23 -12 -25 -7 -29 -30
right_child=-2 2 10 4 5 6 7 21 -10 -11 25 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 -24 26 -26 -27 -28 28 29 -31
leaf_value=-9.488730258833705 -69.866525157568375 9160.2409963049486 2576.3549721952604 9091.7548203543029 206.42349919429654 -7586.1292371713198 138807.37518382352 -33587.117128872065 -59332.018437499995 130405.1814360119 -1574.5294952021452 -449.78061273844224 2187.6188957484405 12546.807598761028 7678.8393274250066 -6416.6087092984963 -9319.2460262674686 -15417.640975668744 -48.972936988887646 51126.868216610223 3047.8283685750484 -29546.544015519514 -79391.903676530113 -1580.6934729894656 65753.153740530295 5027.8531240167367 -25849.898351822969 158246.05443412164 25476.824205729168 -106864.80006250001
leaf_weight=3223874 947470 4202 5752 1098 2477 3171 34 857 20 21 42266 23515 33535 7450 4903 5158 852 1626 802 361 259 184 193 973 33 6343 643 37 30 25
leaf_count=3223874 947470 4202 5752 1098 2477 3171 34 857 20 21 42266 23515 33535 7450 4903 5158 852 1626 802 361 259 184 193 973 33 6343 643 37 30 25
internal_value=0 19.6388 659.222 -1417.57 -7030.98 -9403.79 -13243.2 -21110 65422.4 11368.4 1147.73 2435.21 3886.74 8202.77 1609.96 -634.065 3047.29 -3539.02 4954.67 13507 31042.2 -22730.8 -45339.9 -18982.5 -15054 -712.983 -11237.3 -6162.37 42910.7 -34678.5
internal_weight=0 3.37069e+06 146820 27959 9796 8677 6200 2937 54 1119 118861 70252 46737 13202 18163 13260 8102 3900 2274 1422 620 2883 410 2473 217 48609 1616 3263 92 55
internal_count=4318164 3370694 146820 27959 9796 8677 6200 2937 54 1119 118861 70252 46737 13202 18163 13260 8102 3900 2274 1422 620 2883 410 2473 217 48609 1616 3263 92 55
is_linear=0
shrinkage=0.1


Tree=3538
num_leaves=31
num_cat=0
split_feature=3 2 2 3 0 4 0 0 5 0 0 1 3 5 1 1 0 0 5 5 0 0 1 3 5 0 1 2 0 1
split_gain=6.48193e+11 8.81719e+12 1.07622e+13 1.81549e+13 2.6181e+13 2.43624e+13 2.33054e+13 5.78239e+13 1.66591e+13 2.29847e+13 5.81579e+13 1.73473e+13 1.626e+13 1.77247e+13 2.96585e+13 3.54054e+13 1.75671e+13 1.7029e+13 2.51138e+13 2.75039e+13 1.9025e+13 1.6673e+13 2.40835e+13 1.99864e+13 1.54693e+13 1.53965e+13 1.3924e+13 4.86959e+13 5.41743e+13 1.38558e+13
threshold=16.500000000000004 6.5000000000000009 5.5000000000000009 18.500000000000004 43.592450450000008 3.5000000000000004 59.932719750000011 59.863160500000006 137.05000000000004 47.272352350000006 55.751981950000008 49.201680550000006 36.500000000000007 56.835000000000008 82.964402850000013 82.991167100000027 55.784980300000008 55.727011600000004 132.05000000000004 114.05000000000001 60.017447350000005 60.003414000000006 30.259484550000003 20.500000000000004 150.04500000000004 55.046835900000012 37.417247200000006 3.5000000000000004 55.628356700000005 49.201680550000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 26 -10 -11 -12 13 -4 17 25 -14 -15 19 20 21 -19 -23 -24 -20 -16 27 28 -7 -21
right_child=1 -3 12 -5 5 6 -8 -9 9 10 11 -13 16 14 15 -17 -18 18 24 29 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-21.263445806223906 25691.809424389372 -115.55599204843405 497.42561276909464 -558.15918151111373 948.55083524560291 7385.3189056972296 -26858.964296671551 169886.99381250003 65567.677700407614 -174123.55606249999 61052.124062499999 -53011.390327962246 26412.287033770164 315.76691389040258 40360.893456702994 576.17934095470184 -62908.940906404197 7300.8954797613114 -105629.97246093751 70674.05215423886 -9181.2631601447374 -7086.1189546130954 46488.97334280303 173176.29539062502 1887.2771059782608 -6625.1209875179238 14545.410328666872 -29482.34591190733 143605.93669921876 9679.6830508474577
leaf_weight=3318589 435 717653 29826 124951 107277 53 120 25 23 25 30 24 31 8748 595 545 76 7085 32 101 721 42 33 20 23 79 820 58 65 59
leaf_count=3318589 435 717653 29826 124951 107277 53 120 25 23 25 30 24 31 8748 595 545 76 7085 32 101 721 42 33 20 23 79 820 58 65 59
internal_value=0 70.5946 544.455 264.519 1207.98 1109.83 15029.3 19505.3 16081.4 -22409.2 -48022.8 10357.2 1908.14 1995.11 4465.37 19528.6 -37030.8 3376.54 6675.66 7135.14 6303.91 7858.9 49474.2 94295.5 -60668.2 34853.6 20023.2 45544.5 82422.1 48182.4
internal_weight=0 999575 281922 233906 108955 108520 1243 1123 1098 102 79 54 48016 47909 18083 1219 107 16864 8116 8061 7901 7180 95 53 55 674 996 176 118 160
internal_count=4318164 999575 281922 233906 108955 108520 1243 1123 1098 102 79 54 48016 47909 18083 1219 107 16864 8116 8061 7901 7180 95 53 55 674 996 176 118 160
is_linear=0
shrinkage=0.1


Tree=3539
num_leaves=31
num_cat=0
split_feature=3 1 1 5 1 1 4 5 1 1 0 5 3 2 1 5 3 4 5 5 1 0 1 2 2 5 5 2 0 5
split_gain=6.21475e+11 3.19316e+12 3.04945e+12 3.73761e+12 3.55292e+12 3.08846e+12 3.51048e+12 8.10064e+12 3.03644e+12 5.1513e+12 1.36396e+13 5.03908e+12 5.82305e+12 4.78761e+12 3.09786e+12 1.89288e+13 2.85536e+13 1.59801e+13 3.71218e+13 2.65938e+13 1.37902e+13 9.5431e+12 9.53109e+12 1.16525e+13 2.01128e+13 9.63393e+12 9.18336e+12 8.37952e+12 7.51784e+12 5.91255e+12
threshold=25.500000000000004 93.043229050000022 83.053286850000021 43.205000000000005 86.067573200000012 83.011163250000024 1.5000000000000002 37.75500000000001 30.160599000000001 30.207352000000004 59.982527000000012 44.410000000000004 27.500000000000004 13.500000000000002 30.323743050000001 58.305000000000007 26.500000000000004 2.5000000000000004 70.50500000000001 64.805000000000021 30.315880100000005 59.932719750000011 30.259484550000003 21.500000000000004 17.500000000000004 97.050000000000011 52.990000000000002 15.500000000000002 59.990816400000007 35.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 8 7 -7 11 10 -10 -2 13 -13 15 16 20 18 19 -17 21 -11 -19 24 25 -24 -18 29 -25 -23
right_child=1 -3 3 4 -6 6 -8 -9 9 14 -12 12 -14 -15 -16 17 26 22 -20 -21 -22 27 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-5.0262052722940105 -2149.2681932325486 -39665.524609375003 -1986.3773603651259 51541.493976151316 9096.889400724087 18451.230770507813 926.57806307164628 -50399.130830439819 12725.018689164959 -50054.206839767161 -54712.418427651624 24907.752855282739 -5517.81103515625 93271.600937500014 406.87857513776765 -43474.638977326133 10110.515158883733 49546.886092403023 -137932.57045036764 55627.544140625003 -54545.295266842528 -10241.62375186188 -24227.313705119683 -6226.4200520833338 -110854.88479817708 49284.202130681821 43344.526456532585 -19006.518852095171 65673.579304387022 21736.356712286422
leaf_weight=4243674 77 20 72 38 41 25 82 54 61 51 59 21 22 20 72080 133 720 29 34 34 77 99 94 33 24 22 94 209 26 139
leaf_count=4243674 77 20 72 38 41 25 82 54 61 51 59 21 22 20 72080 133 720 29 34 34 77 99 94 33 24 22 94 209 26 139
internal_value=0 286.342 297.071 14493.6 29513.3 268.227 -13567 -28611 298.264 270.435 -20431.7 15011.5 35985.8 58256 304.052 -3772.8 1897.97 -22133.4 -42689 -23298.1 -15161.2 -9071.68 -4011.98 -11817 -27525.9 -10285.5 13948.3 -4395.82 25458.3 8434.59
internal_weight=0 74490 74470 151 79 74319 161 79 74158 74018 120 140 63 41 73898 1818 1389 429 201 167 575 498 228 199 140 116 814 447 59 238
internal_count=4318164 74490 74470 151 79 74319 161 79 74158 74018 120 140 63 41 73898 1818 1389 429 201 167 575 498 228 199 140 116 814 447 59 238
is_linear=0
shrinkage=0.1


Tree=3540
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 5 3 1 3 6 1 1 5 0 1 0 5 5 2 2 1 4 0 1 1 2 0 2 5 4
split_gain=6.00482e+11 4.75248e+12 1.11218e+13 9.17018e+13 5.63058e+13 2.95645e+13 2.74685e+13 8.47255e+13 5.42946e+13 1.56116e+14 9.00979e+13 2.77477e+14 8.01454e+13 7.46188e+13 7.45185e+13 9.76558e+13 6.65858e+13 7.6207e+13 6.28044e+13 8.82109e+13 7.18776e+13 6.73327e+13 6.52096e+13 6.17485e+13 1.22282e+14 2.12073e+14 1.08181e+14 6.51092e+13 9.31224e+13 6.72688e+13
threshold=42.005000000000003 60.017447350000005 59.882016200000002 30.578016350000002 59.950068600000009 61.845000000000006 5.5000000000000009 30.434657650000002 7.5000000000000009 1.5000000000000002 30.160599000000001 30.102666750000001 105.35000000000001 59.916647550000008 30.278357500000002 59.982527000000012 77.00500000000001 81.00500000000001 1.5000000000000002 2.5000000000000004 30.370618100000005 1.5000000000000002 59.963407450000012 30.346469350000003 30.332994000000003 3.5000000000000004 59.932719750000011 4.5000000000000009 76.730000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 -4 9 14 11 -11 13 -12 -8 16 -16 -18 -15 22 23 -22 -20 24 -21 -26 -27 29 -29 -25
right_child=1 -3 3 4 5 -7 8 -9 -10 10 12 -13 -14 18 15 -17 17 -19 19 20 21 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=48.583672342226095 -7.8380276519090861 690.78983295881835 1156.1028615558757 -32430.729710589367 15466.020130807721 -21043.359206493897 84105.818460893366 28746.997371901311 -638.1724721509521 -15696.148164062499 -56621.723042457597 365978.63050000003 5292.6591323131024 -52248.83114468072 2809.3853421951712 -177811.58733473558 189024.58278391769 38338.234463682435 33157.820607772803 -32011.722184079103 144672.16962316175 -292.51086245440752 -42007.935398216774 -178256.19877635545 263235.78454464645 98042.255468750009 -99021.678238932291 33528.337945385516 -105779.75707614944 -53440.388489583333
leaf_weight=1600872 2507932 88824 18074 1479 501 398 177 1186 92139 80 619 25 1142 499 662 26 41 185 551 1498 34 556 146 83 39 52 60 107 87 90
leaf_count=1600872 2507932 88824 18074 1479 501 398 177 1186 92139 80 619 25 1142 499 662 26 41 185 551 1498 34 556 146 83 39 52 60 107 87 90
internal_value=0 -28.6227 -52.9339 -991.22 -20433.9 -697.198 -599.925 2855.11 -1272.78 -9923.75 -16591.5 75178.8 -18323.6 -24424 24716.8 13215.9 18809 65675.1 -19182 -14186.4 -22637.9 8061.39 17412.9 -31622.4 -23366 62404.6 -7527.71 -68719.9 -28944.9 -113323
internal_weight=0 2.71729e+06 2.62847e+06 120536 2378 899 118158 19260 98898 6759 5668 105 5563 4421 1091 914 888 226 3802 3303 2606 590 697 2016 1649 151 112 367 194 173
internal_count=4318164 2717292 2628468 120536 2378 899 118158 19260 98898 6759 5668 105 5563 4421 1091 914 888 226 3802 3303 2606 590 697 2016 1649 151 112 367 194 173
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=31
num_cat=0
split_feature=1 1 3 3 5 6 0 0 5 5 5 0 5 2 6 5 0 0 0 0 1 0 0 1 1 3 5 0 0 1
split_gain=6.39477e+11 9.97164e+12 2.53183e+13 2.15355e+13 1.75453e+13 2.0144e+13 1.87677e+13 1.53572e+13 1.49371e+13 1.87115e+13 1.47704e+13 1.36816e+13 1.73502e+13 1.80745e+13 1.27743e+13 1.77727e+13 1.57981e+13 2.97936e+13 2.0918e+13 4.39471e+13 1.55534e+13 1.2583e+13 5.03755e+13 4.44639e+13 3.77031e+13 2.42541e+13 4.24798e+13 4.02437e+13 6.79885e+13 4.11214e+13
threshold=39.011252750000004 39.027779200000005 21.500000000000004 18.500000000000004 83.010000000000005 1.5000000000000002 45.047272400000004 45.055827000000008 70.00500000000001 112.04500000000002 120.05000000000001 45.040161900000008 150.04500000000004 4.5000000000000009 1.5000000000000002 30.405000000000005 45.067452850000002 45.073740550000004 45.087005000000012 45.091904500000005 39.016372550000007 45.073740550000004 45.084117700000007 39.021425200000003 39.016372550000007 11.500000000000002 67.00500000000001 45.029420750000007 45.047272400000004 39.021425200000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 -6 -7 8 -4 -10 14 12 -12 -14 15 -2 -17 -18 20 -20 -19 25 23 24 -23 -16 -27 -28 -29 -30
right_child=1 -3 7 4 5 6 -8 -9 9 -11 11 -13 13 -15 21 16 17 18 19 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=52.438833225168608 11548.416591316853 -2.9116388320213922 -2103.6128348637462 -11031.515680567671 -3026.3889964384193 -170304.12049005681 -36458.611875000002 20425.881464422371 19846.721420254915 -26878.597036082472 51433.682687245251 -39691.281938147673 44028.837228260876 -64943.789361979172 3957.6494953398305 -15301.593039837635 32936.105657671083 -51248.452709212041 36592.265246876181 -10410.942688062338 -8435.8434443414553 12848.887572300933 276.95095109415854 17014.592228615733 -18422.893424389145 423.14182320103669 -45486.713918599846 69616.922138390175 462.32770488191841 -29516.245103668498
leaf_weight=1511504 473 2756878 1602 1545 34 22 20 692 736 97 46 193 23 45 11203 1932 212 163 249 989 177 430 12947 478 3729 9443 359 104 983 856
leaf_count=1511504 473 2756878 1602 1545 34 22 20 692 736 97 46 193 23 45 11203 1932 212 163 249 989 177 430 12947 478 3729 9443 359 104 983 856
internal_value=0 -28.2405 -1430.93 -2014.77 -13339 -60246.8 -106568 7280.04 3544.14 14405.7 -1607.16 -23466.7 4001.25 -28085.4 -1457.12 -6710.23 -9030.58 -2262.09 -6990.87 -957.147 -28960.7 -913.427 -2926.26 -11870 -15189.7 628.912 -2546.21 -14726.8 -9043.38 -13491.8
internal_weight=0 2.80666e+06 49782 46655 1621 76 42 3127 2435 833 45034 307 114 68 44727 4195 3722 1790 1578 1238 340 40532 17584 4637 4159 22948 11745 2302 1943 1839
internal_count=4318164 2806660 49782 46655 1621 76 42 3127 2435 833 45034 307 114 68 44727 4195 3722 1790 1578 1238 340 40532 17584 4637 4159 22948 11745 2302 1943 1839
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=31
num_cat=0
split_feature=5 5 0 2 1 3 0 0 3 1 3 1 2 1 2 2 1 2 1 4 1 0 3 1 1 3 0 1 0 0
split_gain=5.61628e+11 2.9219e+12 2.3622e+13 5.93862e+13 2.08633e+13 1.98473e+13 2.34498e+13 3.09937e+13 5.74478e+13 2.20479e+13 2.50111e+13 2.25818e+13 2.107e+13 2.32888e+13 2.03804e+13 3.47588e+13 2.26071e+13 1.89276e+13 1.73697e+13 3.46775e+13 3.16852e+13 2.85563e+13 2.93158e+13 2.7962e+13 2.78043e+13 1.76595e+13 1.71192e+13 1.62281e+13 2.21954e+13 6.19928e+13
threshold=102.01000000000001 101.05000000000001 44.039893800000009 1.5000000000000002 39.718803500000007 20.500000000000004 60.017447350000005 59.904813200000007 21.500000000000004 38.996948700000011 25.500000000000004 60.601268000000012 16.500000000000004 49.073956850000009 9.5000000000000018 12.500000000000002 37.503486000000002 17.500000000000004 30.362552800000003 3.5000000000000004 30.346469350000003 54.736324100000012 6.5000000000000009 37.214886200000009 30.278357500000002 4.5000000000000009 45.073740550000004 30.315880100000005 59.990816400000007 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 12 7 8 -7 10 14 17 18 -14 16 -16 -10 -11 19 20 21 -4 -23 -20 -21 26 -25 28 29 -24
right_child=-2 2 5 4 -6 6 -8 -9 9 11 -12 -13 13 -15 15 -17 -18 -19 23 24 -22 22 27 25 -26 -27 -28 -29 -30 -31
leaf_value=2.8310019410485605 -224.70511085964205 175444.82587139425 53909.740111050545 110610.19970238095 5883.2670008895429 -121567.18886718751 -87664.30617187501 88830.199284904229 -34024.160606971156 14157.121336298405 43279.457648982556 -11657.20883902178 18509.71924963663 146985.11577380952 68669.697526041666 -42183.677291222775 -134742.58838141026 84462.190908755903 -22280.773188649473 19489.779716951885 112137.43324444111 -74666.002888257586 -540.19858173076932 -87257.175412946439 114207.66266809683 5928.441237688362 -11302.623208133014 48899.938187210646 80107.673473011368 -178647.05794836956
leaf_weight=4204430 108437 26 73 21 202 46 40 31 52 138 43 259 43 21 36 132 39 53 473 63 26 66 130 35 61 2894 195 54 22 23
leaf_count=4204430 108437 26 73 21 202 46 40 31 52 138 43 259 43 21 36 132 39 53 473 63 26 66 130 35 61 2894 195 54 22 23
internal_value=0 5.78811 2352.95 32420.9 15745.4 869.81 -12880.7 -9272.29 -13083.3 -6447.31 -27348.8 7579.92 3729.15 60665.7 -39074.7 -18429.4 -77189.2 33665.9 2843.62 19964.1 5448.95 -2088.83 -15946.1 378.118 66084.9 3808.87 -22860.9 977.543 -13809.9 -27314.4
internal_weight=0 4.20973e+06 5297 249 223 5048 869 829 798 752 302 450 4179 64 259 168 91 191 4115 518 394 368 295 3597 124 3124 230 229 175 153
internal_count=4318164 4209727 5297 249 223 5048 869 829 798 752 302 450 4179 64 259 168 91 191 4115 518 394 368 295 3597 124 3124 230 229 175 153
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=31
num_cat=0
split_feature=1 1 3 3 0 0 6 3 5 4 1 0 5 0 6 0 3 0 0 1 0 1 1 0 3 3 5 3 0 5
split_gain=5.35762e+11 8.09328e+12 2.0301e+13 1.7322e+13 1.4739e+13 2.92636e+13 2.82687e+13 1.71064e+13 1.95535e+13 1.6914e+13 1.27114e+13 1.74103e+13 1.68324e+13 1.50791e+13 1.32788e+13 1.21805e+13 4.15789e+13 2.39047e+13 3.02371e+13 3.60512e+13 3.4423e+13 4.90709e+13 8.98019e+13 5.69847e+13 5.37394e+13 3.90894e+13 3.75007e+13 3.16413e+13 3.05401e+13 3.05092e+13
threshold=39.011252750000004 39.027779200000005 21.500000000000004 18.500000000000004 45.03656895000001 45.047272400000004 1.5000000000000002 19.500000000000004 59.810000000000009 1.5000000000000002 39.021425200000003 45.053747000000008 118.33500000000002 45.029420750000007 1.5000000000000002 45.112033650000008 12.500000000000002 45.087005000000012 45.073740550000004 39.021425200000003 45.063245200000004 39.016372550000007 39.021425200000003 45.047272400000004 13.500000000000002 11.500000000000002 93.00500000000001 10.500000000000002 45.053747000000008 38.610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 7 6 -6 -5 -9 -8 11 -4 14 -12 -13 17 -17 18 20 -20 21 27 23 25 -25 26 -23 -2 -26 -29
right_child=1 -3 10 4 5 -7 9 8 -10 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 28 -27 -28 29 -30 -31
leaf_value=47.998400010062177 -3154.531102462955 -3.0302464751478189 1010.7559798345476 -33874.700000000004 551.42303571428579 -11400.140974476062 -73048.866362847228 13355.60615551441 109698.65066002157 -187745.55062500003 15456.838589175113 -17194.856902173913 105524.52061011906 -31507.100045536343 18341.227835212234 -7631.3009132053676 35887.172463069735 4839.2720743745622 -9389.1863163357521 16672.53384356881 5680.5028128780959 11670.245723958215 -5988.5666661072073 7889.1232595143974 25187.340035265741 -6799.2495386406727 89411.313281250012 -455.27694036652633 60603.883294046333 -25001.944114319169
leaf_weight=1511504 2786 2756878 1474 45 35 1379 36 77 29 20 111 115 21 178 1228 5318 229 6258 7049 574 7077 1367 7872 999 553 1853 65 689 435 1910
leaf_count=1511504 2786 2756878 1474 45 35 1379 36 77 29 20 111 115 21 178 1228 5318 229 6258 7049 574 7077 1367 7872 999 553 1853 65 689 435 1910
internal_value=0 -25.8491 -1289.54 -1812.34 -11968.5 -15024.6 -69949.1 17783.3 39713.6 -114012 6510.69 8545.27 16687.4 -13469 15298.3 -1446.77 -5834.7 -830.367 -1898.13 -7426.78 -252.227 -2518.18 775.751 10876 24243.8 2790.24 15199 -10558.2 40780.7 -18494.6
internal_weight=0 2.80666e+06 49782 46655 1621 1470 91 151 106 56 3127 2838 1364 289 1343 45034 5547 39487 33229 7623 25606 18529 13144 5272 1987 3285 1432 5385 988 2599
internal_count=4318164 2806660 49782 46655 1621 1470 91 151 106 56 3127 2838 1364 289 1343 45034 5547 39487 33229 7623 25606 18529 13144 5272 1987 3285 1432 5385 988 2599
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 5 1 3 1 0 0 5 4 0 5 5 1 0 3 2 3 3 2 3 1 5 2 0 5
split_gain=4.88747e+11 4.00323e+12 1.77939e+13 3.46774e+13 2.70246e+13 2.34436e+13 2.56651e+13 3.59829e+13 3.6874e+13 2.91756e+13 2.4311e+13 3.67696e+13 6.55945e+13 8.41682e+13 7.37652e+13 5.05849e+13 3.16145e+13 3.26989e+13 2.8265e+13 2.26329e+13 2.25672e+13 2.24433e+13 7.35874e+13 2.05287e+13 1.95777e+13 4.62883e+13 5.06936e+13 2.82603e+13 2.47644e+13 2.27345e+13
threshold=42.005000000000003 37.342273500000012 37.457850350000008 56.009576300000013 55.645049100000001 55.674875350000008 37.005000000000003 37.436176200000013 19.500000000000004 37.362912300000012 55.784980300000008 55.860536450000005 41.995000000000012 1.5000000000000002 55.842510000000011 39.505000000000003 40.005000000000003 37.417247200000006 55.851332700000007 18.500000000000004 3.5000000000000004 14.500000000000002 15.500000000000002 9.5000000000000018 21.500000000000004 37.39371280000001 29.050000000000004 10.500000000000002 55.628356700000005 34.920000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 24 6 23 9 -9 -8 16 12 15 14 -14 -12 -7 -18 20 -16 -17 -19 -23 -6 29 26 -26 28 -28 -3
right_child=-2 2 -4 -5 5 10 7 8 -10 -11 11 -13 13 -15 19 18 17 21 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-345.32352537004527 -25.822765132235361 -2900.2800490314244 53.296929240894535 -12772.444074422323 15808.924628936116 -6096.8727937634894 87422.089333767362 -34593.323272235575 106952.77604476687 -4352.1233164680179 11755.818841828121 1969.8138489576304 -19365.742614583334 84832.852097039475 -88975.614227585567 6609.5118484084669 -3483.617425063776 11463.574346127718 -19610.917295063406 -220292.54486607143 56101.424121330238 223044.92916847509 37942.482940848211 44244.163753809182 -118357.07549189817 2614.9317410855683 -55061.208046719374 -8505.6488126503446 57983.873511904763 5867.1963129446058
leaf_weight=226879 2717292 5377 1342862 1424 654 3095 36 26 63 917 2981 5424 75 38 21 111 245 92 69 35 542 27 105 415 54 1739 251 721 21 6573
leaf_count=226879 2717292 5377 1342862 1424 654 3095 36 26 63 917 2981 5424 75 38 21 111 245 92 69 35 542 27 105 415 54 1739 251 721 21 6573
internal_value=0 43.8311 108.09 2471.63 3202.35 6194.72 15961.8 4793.57 65602.2 -885.312 4591.43 7283.6 14727.3 -46198.3 -84207.3 17507.9 -2430.55 21764 41256.9 -171049 47688.6 49378.7 75804.3 26847.9 162.261 -7386.64 -23998.6 -18867.3 -46333.5 1922.2
internal_weight=0 1.60087e+06 1.37399e+06 31131 29707 14971 2111 1042 89 953 12860 9296 3872 169 131 3703 3564 469 722 56 653 224 132 1069 14736 2786 1047 993 272 11950
internal_count=4318164 1600872 1373993 31131 29707 14971 2111 1042 89 953 12860 9296 3872 169 131 3703 3564 469 722 56 653 224 132 1069 14736 2786 1047 993 272 11950
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 5 0 5 5 2 5 0 0 2 5 2 3 3 2 5 5 6 5 0 1 1 1 5 5 2
split_gain=5.00585e+11 2.78352e+12 2.01083e+13 1.50493e+13 7.23465e+12 1.01291e+13 8.70979e+12 6.38306e+12 9.30601e+12 6.6055e+12 5.99958e+12 5.82013e+12 1.02087e+13 8.06272e+12 1.15444e+13 1.72461e+13 5.64973e+12 5.16563e+12 6.59824e+12 5.27045e+12 1.06331e+13 4.96468e+12 9.63964e+12 3.80643e+13 5.54529e+13 2.08261e+13 2.88385e+13 1.25522e+13 1.23652e+13 1.90544e+13
threshold=28.500000000000004 55.664473600000008 55.657530000000008 59.810000000000009 37.995000000000012 39.995000000000012 55.645049100000001 32.910000000000004 30.405000000000005 11.500000000000002 39.505000000000003 55.645049100000001 55.628356700000005 27.500000000000004 60.905000000000008 10.500000000000002 29.500000000000004 35.500000000000007 16.500000000000004 45.305000000000007 48.945000000000007 1.5000000000000002 73.405000000000015 55.719391050000006 37.559851850000008 37.457850350000008 37.362912300000012 107.05000000000001 77.715000000000018 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 10 8 -2 -10 -6 12 17 14 15 -13 -9 19 -19 -7 -21 -3 -23 24 -24 26 27 -25 29 -27
right_child=1 21 3 -5 5 11 -8 16 9 -11 -12 13 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 25 -26 28 -28 -29 -30 -31
leaf_value=3.0722589603667512 -8690.1984320983483 -1276.6964100122098 79137.289129849145 -2484.3984216638514 -6028.4949068509623 11165.167940796353 84587.094791666663 20234.961137058424 71685.48354867789 4289.3187855113638 42998.823876953131 -6686.6338888888895 41806.429690551762 37133.08252840909 19488.446037946429 -97541.082204026447 -33088.335235177656 12814.35791015625 -62389.579241071435 -12476.119524997619 2847.3526408367484 5176.8853072245438 -1391.3109846443967 -34391.437315660114 -214763.8273809524 75595.259683388154 -146282.76452752977 53280.915078124999 -765.67952346701509 -4819.5320296490781
leaf_weight=4283289 381 25478 58 37 52 538 24 23 26 33 48 45 64 22 35 39 146 20 28 533 3011 3175 29 89 21 57 21 20 761 61
leaf_count=4283289 381 25478 58 37 52 538 24 23 26 33 48 45 64 22 35 39 146 20 28 533 3011 3175 29 89 21 57 21 20 761 61
internal_value=0 -377.329 1765.83 47347.8 911.394 2307.7 30488.3 -9312.13 -2967.26 33989.3 17504.6 1501.61 2173.45 -18482.1 -28763.9 -48869.1 -25831.3 1559.28 -31054.6 1942.79 542.779 -749.743 2421.19 -5840.69 -91007.8 -1620.32 -38978.1 -18304.8 3904.73 34024.9
internal_weight=0 34875 5163 95 5068 4459 124 609 440 59 100 4335 4194 141 119 84 169 4130 48 4082 3544 29712 4234 1059 50 1009 130 109 879 118
internal_count=4318164 34875 5163 95 5068 4459 124 609 440 59 100 4335 4194 141 119 84 169 4130 48 4082 3544 29712 4234 1059 50 1009 130 109 879 118
is_linear=0
shrinkage=0.1


Tree=3546
num_leaves=31
num_cat=0
split_feature=0 1 3 3 3 1 1 5 1 5 5 4 5 5 5 2 2 5 4 2 5 2 5 2 2 3 3 1 2 5
split_gain=4.83999e+11 6.01235e+12 2.47751e+13 7.29795e+13 5.76578e+13 5.42969e+13 4.91356e+13 4.34499e+13 4.7649e+13 6.79175e+13 4.58172e+13 4.0898e+13 8.29666e+13 6.19993e+13 4.41595e+13 3.77226e+13 6.25962e+13 3.37187e+13 5.77782e+13 4.17393e+13 3.61529e+13 5.10688e+13 3.97625e+13 4.03447e+13 3.74321e+13 3.53938e+13 3.33769e+13 3.91655e+13 4.03352e+13 3.31204e+13
threshold=44.580511600000001 39.726951800000002 15.500000000000002 12.500000000000002 21.500000000000004 39.704585000000002 39.718803500000007 55.005000000000003 39.488326500000007 63.005000000000003 71.715000000000018 2.5000000000000004 109.05000000000001 91.050000000000011 39.995000000000012 3.5000000000000004 5.5000000000000009 45.610000000000007 1.5000000000000002 7.5000000000000009 47.005000000000003 6.5000000000000009 53.385000000000012 4.5000000000000009 10.500000000000002 14.500000000000002 13.500000000000002 39.694727950000008 3.5000000000000004 59.245000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 29 7 -7 26 15 -10 -11 14 13 -13 -8 -9 -17 18 19 -16 24 22 -22 -24 -19 -23 27 -5 -29 -4
right_child=-2 -3 4 5 -6 6 11 8 9 10 -12 12 -14 -15 17 16 -18 20 -20 -21 21 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-1534.7566099146215 6.2953591938663518 203.70948673067525 -24730.117232830817 5634.9117581275204 17889.825201610394 -46682.126652901788 -24416.90665633195 -43124.122883406933 212091.09745659723 -61203.511268682072 115135.4663824314 -48571.525620039683 75213.540104166663 -250662.59437500002 100173.00812500001 183160.50036695076 32439.439295237651 68824.846129261365 189924.44206081083 -71048.668391927087 76185.906542968747 97045.671426636633 6436.1022636217949 -150896.74677734377 -88696.475260416672 -19762.059716796877 -27100.54633344727 -42162.979345703126 79103.50032043457 -2317.4589136759441
leaf_weight=33604 4170694 108637 1637 279 628 175 143 46 45 23 41 63 42 20 35 33 167 22 37 24 32 137 39 28 48 32 125 32 192 1104
leaf_count=33604 4170694 108637 1637 279 628 175 143 46 45 23 41 63 42 20 35 33 167 22 37 24 32 137 39 28 48 32 125 32 192 1104
internal_value=0 -178.043 -1246.01 -467.503 -9441.04 18814.2 725.482 34952.4 62915.3 117954 51763.6 12543.6 -39314.3 -97268.2 23778 38528.3 57308.4 39657.9 91959.3 30523.5 24803.1 41517.6 -15516.7 -59314.9 -39189.8 74928.2 19145.3 30637.8 61779.7 -15702.9
internal_weight=0 147470 38833 35464 3369 1860 877 983 355 109 64 702 125 83 577 246 200 434 96 59 338 268 99 67 70 169 628 503 224 2741
internal_count=4318164 147470 38833 35464 3369 1860 877 983 355 109 64 702 125 83 577 246 200 434 96 59 338 268 99 67 70 169 628 503 224 2741
is_linear=0
shrinkage=0.1


Tree=3547
num_leaves=31
num_cat=0
split_feature=5 5 0 2 0 3 0 0 3 1 3 1 2 1 2 2 2 1 1 4 1 0 3 1 1 3 0 0 0 1
split_gain=4.90954e+11 2.41126e+12 1.92578e+13 4.80392e+13 1.83981e+13 1.58585e+13 1.90524e+13 2.50436e+13 4.47091e+13 1.79114e+13 2.07462e+13 1.76623e+13 1.7041e+13 1.88845e+13 1.70243e+13 1.47321e+13 2.94595e+13 1.86503e+13 1.40659e+13 2.80888e+13 2.5665e+13 2.31306e+13 2.37458e+13 2.26827e+13 2.25215e+13 1.42884e+13 1.41446e+13 3.48359e+13 3.13003e+13 1.83021e+13
threshold=102.01000000000001 101.05000000000001 44.039893800000009 1.5000000000000002 43.642715500000008 20.500000000000004 60.017447350000005 59.904813200000007 21.500000000000004 38.984911950000004 25.500000000000004 60.601268000000012 16.500000000000004 49.073956850000009 9.5000000000000018 9.5000000000000018 12.500000000000002 37.475443250000005 30.362552800000003 3.5000000000000004 30.346469350000003 54.736324100000012 6.5000000000000009 37.214886200000009 30.278357500000002 4.5000000000000009 45.053747000000008 45.040161900000008 45.067452850000002 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 12 7 8 -7 10 15 14 18 -14 -11 17 -17 -10 19 20 21 -4 -23 -20 -21 -25 27 -27 -28 -30
right_child=-2 2 5 4 -6 6 -8 -9 9 11 -12 -13 13 -15 -16 16 -18 -19 23 24 -22 22 -24 25 -26 26 28 -29 29 -31
leaf_value=2.7253740774585737 -210.09174942067011 157922.67573148289 48515.612617722603 3404.1546574519234 90088.835574776793 -107369.28563179349 -78901.029813232424 79944.025819052418 -29653.810845588236 -4725.5244306291852 39321.306140988374 -10482.324793375967 16597.604106104653 132288.55758928572 54828.937705775665 61799.574522569455 -40422.268168569717 -122914.37863175676 -20068.74715176153 17537.646964905754 100920.53704927885 -67202.559389796399 876.63452340338426 -20560.185762567937 102783.74192494877 15314.518890739892 -45182.991439559111 135883.38500600963 90485.496375000002 4480.5931005027996
leaf_weight=4204430 108437 26 73 195 28 46 40 31 51 84 43 259 43 21 112 36 130 37 473 63 26 66 229 230 61 306 129 26 25 2408
leaf_count=4204430 108437 26 73 195 28 46 40 31 51 84 43 259 43 21 112 36 130 37 473 63 26 66 229 230 61 306 129 26 25 2408
internal_value=0 5.41168 2137.64 29286.3 14288.3 798.491 -11492.8 -8240.31 -11666 -5811.83 -24914 6657.09 3354.4 54558.7 29305.6 -35788.5 -18253.7 -68865.6 2558.03 17964.5 4900.9 -1883.1 -14354.6 339.352 59473.2 3429.31 5335.87 24756.7 2819.2 5364.33
internal_weight=0 4.20973e+06 5297 249 223 5048 869 829 798 752 297 455 4179 64 196 254 166 88 4115 518 394 368 295 3597 124 3124 2894 332 2562 2433
internal_count=4318164 4209727 5297 249 223 5048 869 829 798 752 297 455 4179 64 196 254 166 88 4115 518 394 368 295 3597 124 3124 2894 332 2562 2433
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 1 1 5 1 0 6 5 5 0 3 1 0 5 1 1 1 3 1 5 4 5 5 1 4 0
split_gain=4.74719e+11 8.43076e+12 3.36489e+13 2.85927e+13 4.65744e+13 9.72708e+13 7.69003e+13 3.11071e+13 2.49324e+13 4.14524e+13 6.10778e+13 3.0613e+13 3.37623e+13 2.98046e+13 3.03875e+13 2.58428e+13 2.4295e+13 3.00948e+13 2.74875e+13 3.81541e+13 3.30717e+13 1.53169e+14 3.8368e+13 3.54878e+13 5.03882e+13 5.67548e+13 3.80751e+13 3.12008e+13 2.64213e+13 2.2498e+13
threshold=16.500000000000004 55.619594000000006 55.56564190000001 37.342273500000012 37.559851850000008 37.615058950000012 37.503486000000002 98.020000000000024 37.39371280000001 55.576287050000012 1.5000000000000002 82.00500000000001 88.015000000000015 55.591389050000011 17.500000000000004 37.475443250000005 55.551692500000009 109.05000000000001 37.457850350000008 37.475443250000005 37.620907050000007 20.500000000000004 37.832345550000007 51.015000000000008 2.5000000000000004 76.00500000000001 80.815000000000012 37.516458750000005 2.5000000000000004 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 7 6 29 8 -4 11 10 15 -5 -13 14 -11 -10 -2 18 -18 -20 21 23 -22 -21 -25 -26 -27 -23 -24 -6
right_child=1 -3 3 4 5 -7 -8 -9 9 13 -12 12 -14 -15 -16 -17 17 -19 19 20 22 27 28 24 25 26 -28 -29 -30 -31
leaf_value=-18.197000604072695 -166.47800176539755 324.62561531323774 20615.541613318121 -14414.77501219218 23995.297222333887 -4904.5243157749564 -48901.179000003634 -15827.872575138501 5965.5309361979171 72755.475307740286 -1917.2007116087041 -137148.27624627977 -34575.610271139703 -606.04447316841117 10507.811887074347 -58337.206899121091 54184.633642660607 84145.279793294278 -10393.718385402601 30155.012200889349 -3609.1874631276291 98184.92824497768 11410.64177155013 122898.11358373611 -56476.352934451221 172904.4000732422 34765.208617703422 2939.5182288550855 54904.842725830087 -8025.0173138786768
leaf_weight=3318589 420827 546915 889 1233 1573 14997 538 318 75 119 835 42 136 1554 230 375 111 48 1497 159 3267 35 1099 177 41 32 53 1985 160 255
leaf_count=3318589 420827 546915 889 1233 1573 14997 538 318 75 119 835 42 136 1554 230 375 111 48 1497 159 3267 35 1099 177 41 32 53 1985 160 255
internal_value=0 60.414 -258.813 -3970.94 -4794.49 -2249.92 -13128.6 11014 -8943.88 -4045.48 -17922.1 -20011.3 -58778.1 5324.7 31732.7 -47620.1 -58.5612 5183.16 4743.26 4098 7193.61 16470.2 2106.46 68414.7 88491.5 40158.5 86770.6 4589.81 16938.1 19528.6
internal_weight=0 999575 452660 23169 21962 16825 5137 1207 4599 3188 1285 1411 178 1903 349 450 429491 8664 8616 8505 7008 2482 4526 462 303 126 85 2020 1259 1828
internal_count=4318164 999575 452660 23169 21962 16825 5137 1207 4599 3188 1285 1411 178 1903 349 450 429491 8664 8616 8505 7008 2482 4526 462 303 126 85 2020 1259 1828
is_linear=0
shrinkage=0.1


Tree=3549
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 3 3 1 2 0 1 5 3 5 1 6 2 5 3 0 1 4 3 0 5 2 2 0 3
split_gain=6.31464e+11 1.07377e+13 4.16014e+13 1.30161e+14 1.43597e+14 7.76851e+13 7.35137e+13 1.36435e+14 6.59151e+13 6.28972e+13 8.45825e+13 7.90461e+13 6.58853e+13 6.34353e+13 6.00887e+13 5.92923e+13 8.08571e+13 7.66013e+13 7.60643e+13 6.30031e+13 5.00877e+13 4.94986e+13 5.56095e+13 4.83236e+13 5.32363e+13 4.60236e+13 8.10242e+13 5.13126e+13 4.58614e+13 5.09985e+13
threshold=55.769960200000007 55.795550600000006 49.111504200000006 37.855187800000003 37.914142000000005 37.582182450000005 19.500000000000004 22.500000000000004 49.148175700000003 3.5000000000000004 55.784980300000008 37.712318250000003 82.00500000000001 7.5000000000000009 69.610000000000014 37.620907050000007 1.5000000000000002 12.500000000000002 34.305000000000007 19.500000000000004 55.793358600000012 37.66934650000001 2.5000000000000004 16.500000000000004 55.784980300000008 49.010000000000012 6.5000000000000009 8.5000000000000018 55.793358600000012 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 -8 23 12 -11 15 -7 -14 -9 16 18 21 -12 -20 -10 -17 -23 -4 -25 -13 -27 -28 29 -18
right_child=1 -3 8 4 6 9 7 14 20 10 11 25 13 -15 -16 17 28 -19 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=28.919056846626717 -3114.9389404953058 3.8086565141818078 11352.907647250036 -38983.195197561516 -9140.4808041936121 -4898.3438765860137 39331.449895174541 -15527.131627532939 -2314.9974664793876 7138.1637680870062 -71570.850495256702 38293.655682475997 153732.98314950982 15473.506785567435 32881.662135255494 -17929.023543728603 99230.847274305561 -127831.56321318256 208160.3432747396 66574.941098484851 11377.468983416835 10129.886968925563 114282.04760894776 93746.141331129824 7633.9098607113483 42615.591887679562 242593.19998094515 105854.35026473081 -48155.693467620484 11110.428175234698
leaf_weight=2747102 11999 1505916 3085 1472 16209 3252 945 1531 16573 4243 21 415 51 95 308 356 90 46 60 66 3185 178 72 156 133 155 41 83 83 243
leaf_count=2747102 11999 1505916 3085 1472 16209 3252 945 1531 16573 4243 21 415 51 95 308 356 90 46 60 66 3185 178 72 156 133 155 41 83 83 243
internal_value=0 -50.5668 -1307.51 -3182.59 -8894.09 2241.6 -6562.12 8449.62 2098.14 8971.77 15003.2 32484.1 -1947.92 63769.6 -7419.51 17105.1 40877.9 -3422.63 104630 133997 -107.765 6020.95 40125.7 15015.8 54116.6 59408.5 90815.9 151066 18350.2 34926.8
internal_weight=0 1.57106e+06 65146 42014 20465 21549 18993 2784 23132 9550 6152 1909 3398 146 1839 1215 563 652 147 126 19758 606 250 3374 289 694 279 124 416 333
internal_count=4318164 1571062 65146 42014 20465 21549 18993 2784 23132 9550 6152 1909 3398 146 1839 1215 563 652 147 126 19758 606 250 3374 289 694 279 124 416 333
is_linear=0
shrinkage=0.1


Tree=3550
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 1 5 0 3 3 1 5 3 2 3 1 5 5 5 5 0 3 3 6 3 1 0 1 1
split_gain=5.11486e+11 9.33889e+12 3.5399e+13 3.30988e+13 7.39915e+13 4.14122e+13 1.16837e+14 2.51812e+14 2.33273e+14 1.55106e+14 1.03408e+14 9.17313e+13 9.81376e+13 2.01242e+14 1.40946e+14 9.58892e+13 8.73389e+13 1.12576e+14 8.41429e+13 7.14476e+13 7.11734e+13 6.58213e+13 6.17053e+13 2.4087e+14 3.63349e+14 1.5314e+14 9.62562e+13 8.63117e+13 6.40801e+13 5.90046e+13
threshold=55.769960200000007 55.734663800000007 60.55755580000001 52.395917250000004 11.500000000000002 37.597123000000003 37.615058950000012 50.805000000000007 55.755036050000008 16.500000000000004 8.5000000000000018 37.533784800000006 71.00500000000001 14.500000000000002 3.5000000000000004 14.500000000000002 37.582182450000005 37.75500000000001 54.990000000000002 74.010000000000005 42.205000000000005 55.751981950000008 12.500000000000002 11.500000000000002 1.5000000000000002 15.500000000000002 37.39371280000001 55.745923000000012 37.487839250000007 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 11 7 9 -9 10 21 22 14 19 15 16 -13 -18 -19 -14 -11 -7 23 -3 -25 26 -24 -26 -29 -8
right_child=-2 2 -4 4 -6 6 29 8 -10 20 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 -23 25 24 27 -27 -28 28 -30 -31
leaf_value=-9.9025397270747231 -45.510132181424574 800.60730741254417 -28943.186430568017 13872.256214293251 -10908.767855101385 -21508.288812712588 -7641.5638375971439 -323864.22589285718 -72538.895052721607 -33903.822106516767 182589.68061224491 -10106.113420400918 -122039.32597656251 -314608.12760416669 58563.963746602356 149193.67197473405 3259.7494154778083 172826.2628014606 -11276.667738970589 23649.555832913305 -186358.00156250002 73615.615927463106 -48910.713904838107 -250544.39574983018 -318.72828012064201 3134.0914056639858 65838.517774552674 -30960.177171148258 -155710.19879474884 1076.1357420667543
leaf_weight=2646600 1571062 4605 394 5024 1585 147 8768 42 306 205 49 1057 43 24 937 47 207 92 34 155 36 144 83 92 294 7555 613 86 79 67799
leaf_count=2646600 1571062 4605 394 5024 1585 147 8768 42 306 205 49 1057 43 24 937 47 207 92 34 155 36 144 83 92 294 7555 613 86 79 67799
internal_value=0 26.0272 972.193 1089.93 7929.16 606.5 -349.861 -35600.2 -102871 4693.03 48193.6 5237.77 22443.4 -41137.9 28389.1 8713.51 3963.46 48622.8 123148 -7989.95 -56677.1 25563.3 1906.23 -6675.85 -69160.6 7269.12 52154.3 -32804.8 -90689 77.8363
internal_weight=0 2.7471e+06 100502 100108 6609 93499 77496 929 348 581 340 16003 2596 222 2374 1437 1390 333 126 198 241 291 13407 5156 551 8251 696 459 165 76567
internal_count=4318164 2747102 100502 100108 6609 93499 77496 929 348 581 340 16003 2596 222 2374 1437 1390 333 126 198 241 291 13407 5156 551 8251 696 459 165 76567
is_linear=0
shrinkage=0.1


Tree=3551
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 1 3 5 4 3 6 1 5 3 1 4 4 5 5 5 3 0 3 5 3 1 2 5
split_gain=5.23642e+11 6.61942e+12 3.86783e+13 5.55547e+13 7.56785e+13 5.04544e+13 4.38883e+13 4.9562e+13 1.72223e+14 3.79547e+13 3.24172e+13 3.10164e+13 2.852e+13 2.55751e+13 2.52974e+13 2.48965e+13 2.47656e+13 2.38863e+13 2.24482e+13 6.66276e+13 6.64607e+13 5.73124e+13 3.83071e+13 3.48196e+13 4.35156e+13 5.81872e+13 4.77649e+13 3.89423e+13 3.28985e+13 3.22328e+13
threshold=54.811549550000009 53.973051950000006 56.135466100000009 45.148007750000012 37.66934650000001 37.559851850000008 38.422276900000007 38.633372000000001 8.5000000000000018 57.995000000000012 5.5000000000000009 4.5000000000000009 1.5000000000000002 37.615058950000012 48.945000000000007 3.5000000000000004 60.837513500000007 2.5000000000000004 2.5000000000000004 78.710000000000022 79.010000000000005 74.010000000000005 10.500000000000002 54.736324100000012 19.500000000000004 91.050000000000011 26.500000000000004 55.957851400000003 15.500000000000002 87.395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 -8 -5 18 12 -9 -7 -14 -4 -17 -13 19 -11 -21 -20 -23 27 28 -26 -27 -24 -25 -22
right_child=-2 2 15 9 6 13 7 11 -10 10 -12 17 14 -15 -16 16 -18 -19 21 20 29 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-23.738535539873098 -22.549858704010802 524.16867318275672 3406.5822471414249 1868.5340815167563 -29460.739281890652 40146.688490934328 4955.9250882768365 61240.959600085742 264065.41489583335 15820.420577206038 134583.66177734375 -2482.131377749296 -13829.166211492366 11280.99954108161 -43054.088072706298 -17944.651904183258 -3794.6147914500648 -14105.029853482996 -1521.3200252928216 -122222.11742584745 13535.374865105181 19155.63887454139 8781.9736267256794 7719.9864855049082 17620.020159489093 146087.25995387801 -2994.7543103448279 -19803.20878577276 -117314.42476029829 -41827.342145804076
leaf_weight=1143357 3042403 37042 4563 40850 854 406 177 41 30 5146 20 8203 902 1258 441 1343 15656 2254 6669 59 257 3312 1051 484 202 83 29 872 22 178
leaf_count=1143357 3042403 37042 4563 40850 854 406 177 41 30 5146 20 8203 902 1258 441 1343 15656 2254 6669 59 257 3312 1051 484 202 83 29 872 22 178
internal_value=0 53.7763 723.146 1476.98 -921.496 1289.39 -7554.17 -6001.36 42508 3566.67 7339.98 -6849.38 -20917.5 18324 -23425.7 -3152.02 -4912.53 -4987.44 7201.4 12452.9 -22627.1 4873.66 11917.1 3177.05 20430.7 49674 107486 -4180.21 2283.71 -9118.79
internal_weight=0 1.27576e+06 132404 110842 51608 38706 12902 12048 207 59234 18384 11841 1384 1664 1343 21562 16999 10457 18364 5640 494 12724 6055 2743 820 314 112 1923 506 435
internal_count=4318164 1275761 132404 110842 51608 38706 12902 12048 207 59234 18384 11841 1384 1664 1343 21562 16999 10457 18364 5640 494 12724 6055 2743 820 314 112 1923 506 435
is_linear=0
shrinkage=0.1


Tree=3552
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 3 5 2 6 1 1 3 3 5 1 2 5 5 3 5 5 3 1 3 3 6 3 5 4 5
split_gain=5.49619e+11 8.24733e+12 4.18757e+13 2.46167e+13 6.54372e+13 6.03954e+13 3.73003e+13 4.0909e+13 2.67705e+13 3.34501e+13 2.67356e+13 2.64651e+13 6.83956e+13 2.00596e+13 1.93656e+13 1.90929e+13 1.88917e+13 2.55409e+13 4.59137e+13 4.52861e+13 2.23246e+13 1.97898e+13 1.80304e+13 5.50376e+13 2.27792e+13 2.43776e+13 1.76957e+13 3.9149e+13 2.33898e+13 2.25898e+13
threshold=51.717367500000009 51.636650050000007 39.110397700000007 73.995000000000019 51.67657710000001 6.5000000000000009 76.00500000000001 17.500000000000004 1.5000000000000002 39.262370300000008 39.262370300000008 21.500000000000004 23.500000000000004 73.405000000000015 39.969502550000009 19.500000000000004 89.00500000000001 92.035000000000011 16.500000000000004 101.05000000000001 86.810000000000016 16.500000000000004 39.262370300000008 12.500000000000002 17.500000000000004 1.5000000000000002 10.500000000000002 132.05000000000004 3.5000000000000004 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 13 6 -6 7 -5 9 11 26 -7 -13 14 15 22 20 21 -19 -20 -10 -18 -4 -24 25 -25 27 28 -8 -28
right_child=-2 2 3 4 5 8 10 -9 16 -11 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=9.3998106946252253 -18.430309068516106 -17265.062920720586 3216.1678558559274 -34487.987151850881 44995.208630371097 -30738.22844871895 31829.586414726411 93706.769420030396 -21780.725682743792 14062.058125387977 -47571.738358874201 145151.19482421875 -11889.813613656852 37625.322093023256 -13356.710169713904 -8880.29079220944 -23356.084523139565 -43910.89589377011 129802.66446461399 -24635.270159202399 28208.235934605549 -93899.070094774594 -3755.7380524842006 26604.927327761172 -15680.995221097972 -10223.478660999644 9897.81351417925 132244.6596507353 -24446.453541380499 -45162.269237012988
leaf_weight=875277 3408525 1139 20796 319 168 551 392 27 1131 516 78 32 208 172 675 1135 59 272 34 43 97 122 1578 1948 162 198 2308 34 91 77
leaf_count=875277 3408525 1139 20796 319 168 551 392 27 1131 516 78 32 208 172 675 1135 59 272 34 43 97 122 1578 1948 162 198 2308 34 91 77
internal_value=0 69.0605 1588.75 2235.13 -3253.2 -13384.2 6594.52 -24484.4 -16584.1 -5745.21 10203 -18666.3 9048.99 3585.18 3364.18 3801.35 -24642.4 -40421.7 -24612.6 43558.1 -17832.1 -70904.4 4384.52 10637 20477.4 23207 11755.9 28527.8 21226.9 8120.19
internal_weight=0 909639 34362 33223 6559 3233 3326 346 3065 1307 2980 791 240 26664 26492 25817 1758 530 349 77 1228 181 24682 3886 2308 2146 2902 517 483 2385
internal_count=4318164 909639 34362 33223 6559 3233 3326 346 3065 1307 2980 791 240 26664 26492 25817 1758 530 349 77 1228 181 24682 3886 2308 2146 2902 517 483 2385
is_linear=0
shrinkage=0.1


Tree=3553
num_leaves=31
num_cat=0
split_feature=1 1 3 3 5 0 0 0 6 3 5 4 5 2 0 0 2 0 3 5 1 0 5 2 5 0 3 0 0 0
split_gain=5.50348e+11 6.36182e+12 1.62671e+13 1.39959e+13 1.21012e+13 1.27137e+13 1.19268e+13 2.31522e+13 2.24748e+13 1.38561e+13 1.58401e+13 1.29963e+13 1.18967e+13 1.96057e+13 1.75038e+13 1.17072e+13 1.69413e+13 1.1243e+13 1.22659e+13 2.11241e+13 1.11827e+13 7.91538e+13 4.00762e+13 3.65048e+13 3.01364e+13 2.73604e+13 2.44651e+13 2.96546e+13 3.22105e+13 3.08799e+13
threshold=39.011252750000004 39.027779200000005 21.500000000000004 18.500000000000004 116.06000000000002 45.098908000000009 45.03656895000001 45.047272400000004 1.5000000000000002 19.500000000000004 59.810000000000009 1.5000000000000002 102.01000000000001 3.5000000000000004 45.063245200000004 45.029420750000007 7.5000000000000009 45.055827000000008 22.500000000000004 57.995000000000012 39.032393150000004 45.055827000000008 59.025000000000013 1.5000000000000002 123.15000000000002 45.053747000000008 16.500000000000004 45.067452850000002 45.070824200000011 45.059881250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 -6 9 8 -8 -5 -11 -10 -2 14 -14 -15 -17 -4 19 -19 21 22 -3 -24 25 -25 27 29 -29 -23
right_child=1 20 17 6 5 -7 7 -9 11 10 -12 -13 13 15 -16 16 -18 18 -20 -21 -22 26 23 24 -26 -27 -28 28 -30 -31
leaf_value=48.647383192149711 -1300.4813706564041 5368.7265139787742 2639.2690254430754 -30472.489848090278 -13584.257686396686 -79524.094287109387 515.13656250000008 -10269.00724794915 -65728.404060872403 12033.282688210229 98747.074521821123 -166268.07593749999 -35915.299820349355 -32026.757682291671 22870.963820876292 28194.840537904893 99495.488262195126 23845.808251492483 10559.465919543851 121504.0810546875 -21.703055166068239 8305.5478001112551 77097.624047635516 13817.936299347282 123817.77320601852 51554.480135495898 -11629.896890007036 19741.310273437499 143.60079166682519 -14407.610689197107
leaf_weight=1511504 44217 4338 2435 45 339 32 35 1379 36 77 29 20 106 24 97 178 41 106 558 28 2740151 833 113 1961 27 213 2485 1100 3530 2127
leaf_count=1511504 44217 4338 2435 45 339 32 35 1379 36 77 29 20 106 24 97 178 41 106 558 28 2740151 833 113 1961 27 213 2485 1100 3530 2127
internal_value=0 -26.1987 -1146.59 -1614.57 -1285.97 -19271.8 -10743.7 -13492.9 -62346.8 16019.6 35756.9 -101635 -1136.57 15113.9 -7825.31 34277.2 41543.4 5835.81 17083.7 44252 -5.96738 2571.79 11037.7 21665.2 18819.2 17515.2 -3017.81 -198.171 4799.64 -8015.7
internal_weight=0 2.80666e+06 49782 46655 45034 371 1621 1470 91 151 106 56 44663 446 203 243 219 3127 692 134 2.75688e+06 16727 6652 2314 2201 2174 10075 7590 4630 2960
internal_count=4318164 2806660 49782 46655 45034 371 1621 1470 91 151 106 56 44663 446 203 243 219 3127 692 134 2756878 16727 6652 2314 2201 2174 10075 7590 4630 2960
is_linear=0
shrinkage=0.1


Tree=3554
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 5 5 3 0 5 2 4 0 0 0 0 3 3 5 6 3 0 5 3 5 0 1 2 3 5
split_gain=5.63052e+11 8.07052e+12 4.32775e+13 8.83906e+13 7.15689e+13 6.9423e+13 5.88242e+13 1.01092e+14 4.5742e+13 5.45146e+13 3.27568e+13 2.88436e+13 3.57407e+13 4.34026e+13 4.62003e+13 3.45634e+13 2.85261e+13 3.15835e+13 2.83184e+13 2.31588e+13 2.70472e+13 3.87736e+13 4.87903e+13 3.42293e+13 3.10968e+13 2.46374e+13 2.93409e+13 2.44481e+13 2.41509e+13 2.31143e+13
threshold=60.601268000000012 57.550671000000001 56.852744000000008 56.831297550000009 60.55755580000001 51.405000000000008 50.805000000000007 24.500000000000004 56.876792350000009 89.00500000000001 12.500000000000002 1.5000000000000002 56.320495600000008 55.02863030000001 55.050600750000008 55.020029900000004 16.500000000000004 15.500000000000002 142.05000000000004 1.5000000000000002 21.500000000000004 56.819808050000006 132.05000000000004 26.500000000000004 67.990000000000023 56.791364150000007 60.58031445000001 16.500000000000004 12.500000000000002 41.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -4 6 29 -8 9 -6 -7 -3 13 15 -15 -13 17 18 -10 28 25 24 23 27 -22 26 -21 -23 -14 -5
right_child=-2 2 4 5 8 10 7 -9 16 -11 -12 12 19 14 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.7114789852402676 52.160266864712725 2451.7971732945184 -716.0202043355664 -4891.4023814341335 -15100.620916613829 17902.343241575854 7425.1678798130588 -205587.66368243244 -4510.2540593532631 -58189.571071913815 46031.141255637893 -2247.5066039147423 -3495.2524976692803 -38966.398056392347 -10160.888527863804 109070.58292410715 14525.599107828524 -22180.380556017291 -95970.515153952219 6820.2283206973025 -6416.7128355194618 22810.863637350536 -96221.151126802899 -22952.236292613637 -35080.041711405574 -3331.5062400259399 -12095.105123538751 87902.514203705665 9201.2253465573358 13102.75584570605
leaf_weight=2803895 1399023 22735 33681 1533 3331 2828 56 37 7860 322 485 7256 2232 649 3919 28 646 1222 34 5956 759 262 39 132 755 11571 951 74 4557 1336
leaf_count=2803895 1399023 22735 33681 1533 3331 2828 56 37 7860 322 485 7256 2232 649 3919 28 646 1222 34 5956 759 262 39 132 755 11571 951 74 4557 1336
internal_value=0 -24.9983 -845.144 765.788 -3176.24 12074.7 950.651 -77321.9 -9353.09 -18898.8 22020.2 -381.096 -2026.62 -6611.85 -14253.4 -1819.6 -5781.04 -7220.05 -4904.18 -35.1161 -1711.64 -12695.1 11240.5 20195.6 -20710.5 -510.338 4215.84 37146.5 5027.04 3487.89
internal_weight=0 2.91914e+06 115246 68150 47096 6275 2962 93 13415 3653 3313 61875 39140 11852 4568 7284 9762 9116 7894 27288 20499 2021 507 468 1514 18478 6907 336 6789 2869
internal_count=4318164 2919141 115246 68150 47096 6275 2962 93 13415 3653 3313 61875 39140 11852 4568 7284 9762 9116 7894 27288 20499 2021 507 468 1514 18478 6907 336 6789 2869
is_linear=0
shrinkage=0.1


Tree=3555
num_leaves=31
num_cat=0
split_feature=3 0 3 1 2 5 5 6 0 6 5 3 5 2 1 2 0 1 1 1 0 0 1 5 5 0 5 5 5 5
split_gain=5.54055e+11 2.36284e+12 7.25978e+12 7.23271e+12 9.90094e+12 7.11453e+12 6.63723e+12 2.36145e+13 1.70297e+13 1.11924e+13 2.4406e+13 1.37453e+13 9.05221e+12 9.34498e+12 8.93386e+12 8.51622e+12 1.18906e+13 8.31175e+12 1.75925e+13 1.13739e+13 1.9164e+13 1.25257e+13 2.76675e+13 2.0249e+13 1.55213e+13 1.44938e+13 1.34732e+13 1.13273e+13 1.06692e+13 8.78559e+12
threshold=28.500000000000004 55.695992150000002 32.500000000000007 37.417247200000006 17.500000000000004 93.00500000000001 75.015000000000015 1.5000000000000002 55.674875350000008 1.5000000000000002 69.015000000000015 35.500000000000007 77.715000000000018 3.5000000000000004 37.542000650000013 5.5000000000000009 55.645049100000001 37.620907050000007 37.855187800000003 37.542000650000013 55.56564190000001 55.645049100000001 37.516458750000005 64.805000000000021 42.205000000000005 55.551692500000009 36.995000000000012 36.005000000000003 58.040000000000006 40.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 8 12 11 15 17 14 -14 -8 -11 -17 19 27 21 29 25 23 24 26 28 -23 -19 -5 -21
right_child=1 -3 3 5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.2321772332328695 -2087.6584304131679 -894.16389998293857 8693.4178578969604 -4075.6140931888194 -31828.770561449459 -10908.647044537376 90815.662926136371 106885.40366030094 51533.732244731109 -54841.097070312506 -119944.76705729168 73842.679202586209 46458.341536458334 -7054.1935835086861 -1530.26955078125 -19626.801308420905 31528.064686986021 12239.084300375886 8553.9846074646084 7899.2105209902111 -35684.955559593029 -22086.974341964724 114522.36284179689 99687.874199218757 -66066.84235913826 -55410.241263094817 77030.31725260416 -13625.837737790356 23212.018577433348 46057.341834214159
leaf_weight=4283289 4243 25552 111 499 132 287 22 27 86 32 21 29 36 349 20 113 76 212 1454 83 43 32 32 20 33 44 24 841 201 221
leaf_count=4283289 4243 25552 111 499 132 287 22 27 86 32 21 29 36 349 20 113 76 212 1454 83 43 32 32 20 33 44 24 841 201 221
internal_value=0 -396.971 965.711 3516 -13318.6 4361.73 5324.94 15732.8 10935.3 3923.38 -16923.4 5262.26 2758.61 -2050.42 46841.4 -7133.99 943.409 4730.34 1425.15 11456.1 26800.7 5439.6 32767.5 8766.02 -11665.9 260.529 20391.9 -8418.47 3759.83 35639.2
internal_weight=0 34875 9323 5080 243 4837 4550 540 513 4010 242 3768 427 385 42 221 189 3739 2507 1232 347 885 141 109 89 744 56 1053 700 304
internal_count=4318164 34875 9323 5080 243 4837 4550 540 513 4010 242 3768 427 385 42 221 189 3739 2507 1232 347 885 141 109 89 744 56 1053 700 304
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=31
num_cat=0
split_feature=5 5 3 3 1 0 0 1 1 0 5 0 0 0 1 1 0 2 0 2 1 0 3 1 0 1 0 1 0 0
split_gain=5.36018e+11 1.09735e+13 2.18145e+13 2.40441e+13 2.98314e+13 2.95869e+13 4.80088e+13 2.72219e+13 4.09177e+13 3.45417e+13 1.76624e+13 1.64531e+13 1.72666e+13 2.00277e+13 1.67681e+13 2.39464e+13 1.53446e+13 1.46279e+13 1.37943e+13 1.32872e+13 1.32467e+13 1.27904e+13 1.56611e+13 1.57071e+13 1.31247e+13 1.37165e+13 1.23952e+13 1.90513e+13 1.45492e+13 2.20954e+13
threshold=59.245000000000012 58.755000000000003 16.500000000000004 23.500000000000004 39.110397700000007 55.591389050000011 55.657530000000008 37.726745000000001 37.559851850000008 55.619594000000006 58.995000000000012 55.719391050000006 60.029906750000002 59.939091550000008 37.692869000000009 37.503486000000002 59.990816400000007 7.5000000000000009 59.982527000000012 17.500000000000004 30.434657650000002 55.551692500000009 18.500000000000004 83.691301500000009 55.416472000000006 82.966612450000014 43.592450450000008 43.048525950000005 55.012873400000011 54.947737500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 26 5 16 21 7 8 9 -7 18 14 13 -13 15 -12 -5 -15 -8 -19 -14 22 23 -4 25 -24 27 -3 29 -28
right_child=-2 2 3 4 -6 6 10 -9 -10 -11 11 12 20 17 -16 -17 -18 19 -20 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-7.0572177035177575 -53.245021806568253 -58601.633305323405 13485.179694582042 -11097.547243962579 13134.205615977411 -11480.286979166667 26253.274458588592 -11894.843162504156 157055.57848958333 81576.728121717446 -5312.2396093750003 12138.66250001239 -54451.395823317318 15790.730933948864 483.24998157429246 -123501.59793904622 12980.75634828629 121022.21135194361 102552.36439062501 30678.725043402777 9391.3470793269225 -24562.338390822639 -9336.2830864845728 -56462.088024201541 74543.107499999998 67267.534134928384 1627.3891380266032 -5551.0677623053016 -587.03409338566905 12172.803761316356
leaf_weight=2929272 1314948 86 1182 1810 1035 60 454 47 45 119 40 1478 65 55 212 30 310 41 25 27 65 168 897 33 20 24 26339 318 36810 2149
leaf_count=2929272 1314948 86 1182 1810 1035 60 454 47 45 119 40 1478 65 55 212 30 310 41 25 27 65 168 897 33 20 24 26339 318 36810 2149
internal_value=0 23.3132 1226.43 6075.89 -782.448 10329.5 17323.8 57296.2 71813.9 50384.4 12976.9 8870.18 12519.2 15365.2 -13528.7 -55964.8 -7576.66 54136 30235.5 85150.5 -22530 2013.94 4084.82 11585.4 -5599.75 -7340.09 618.085 -16844 726.124 2422.89
internal_weight=0 3.00322e+06 73944 8242 3155 5087 2763 271 224 179 2492 2013 1731 1601 282 70 2120 123 479 68 130 2324 2156 1215 941 921 65702 404 65298 28488
internal_count=4318164 3003216 73944 8242 3155 5087 2763 271 224 179 2492 2013 1731 1601 282 70 2120 123 479 68 130 2324 2156 1215 941 921 65702 404 65298 28488
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 3 5 0 0 5 3 5 5 0 5 5 3 3 3 0 0 5 5 5 2 1 1 4 2 4
split_gain=5.59398e+11 1.04506e+13 3.08438e+13 7.78935e+13 2.81606e+13 2.38596e+13 3.92711e+13 1.87909e+13 4.20327e+13 2.13883e+13 1.64527e+13 1.47466e+13 1.47316e+13 1.91846e+13 4.02183e+13 1.94154e+13 1.37141e+13 1.19642e+13 1.2567e+13 1.05013e+13 3.28443e+13 2.98676e+13 1.78684e+13 3.61818e+13 3.38233e+13 1.73788e+13 8.99868e+13 2.06912e+13 1.86413e+13 1.79153e+13
threshold=50.973130900000008 44.083877800000003 44.660994650000006 48.713222300000005 43.808567100000012 16.500000000000004 70.00500000000001 43.642715500000008 43.465905150000005 62.995000000000012 7.5000000000000009 48.510000000000012 61.405000000000008 47.425481600000005 100.05000000000001 102.01000000000001 9.5000000000000018 17.500000000000004 23.500000000000004 50.565831500000009 47.425481600000005 114.05000000000001 104.75000000000001 93.00500000000001 11.500000000000002 36.585378200000001 39.899261850000009 2.5000000000000004 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 19 -5 -7 8 -3 -10 12 -6 -9 15 -15 -14 -12 -8 -19 20 -1 22 23 25 -24 -22 27 -27 -28 -30
right_child=-2 2 -4 5 11 6 17 10 9 -11 16 -13 13 14 -16 -17 -18 18 -20 -21 21 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=70.732126748985067 -17.724013003946236 -749.88324497887993 104.48470039750674 18553.747272457167 -2106.5045047049753 24487.503980407717 173688.73500000002 5765.5274563357771 -16409.173138376445 -78488.93728590745 -8743.9321527200991 -20010.663186194779 16758.754942936237 32836.712257246538 182992.10861328128 -57302.324788851351 6894.250410833185 49093.158703926281 137844.1951388889 2494.9895426727367 368.65255994740801 -48718.520757599916 2932.4426884403938 -38604.975006665954 127231.0890625 -22618.558125343763 1528.5215670567795 -50920.036774029511 1485.1157376085714 -9418.3829731132773
leaf_weight=748156 3475398 3992 40961 2058 811 190 20 2572 119 104 1144 1063 817 165 20 37 1100 39 27 16655 8351 147 81 293 30 781 5346 386 2126 5175
leaf_count=748156 3475398 3992 40961 2058 811 190 20 2572 119 104 1144 1063 817 165 20 37 1100 39 27 16655 8351 147 81 293 30 781 5346 386 2126 5175
internal_value=0 73.0903 1427.46 5796.24 -18.4676 22256.4 49865.3 1981.14 -3110.1 -45361.2 5646.31 -12262.4 9825.13 19874.5 49069.7 13550 -1078.16 105933 85400.4 10.6681 -43.0067 -3789.02 -3496.38 -3694.19 36526.7 -3232.71 -5409.84 -31979.6 -2958.12 -6243.36
internal_weight=0 842766 53365 12404 789401 2334 276 10070 4215 223 5855 1874 3611 1039 185 854 2244 86 66 787527 770872 22716 22569 22458 111 22165 13814 1167 12647 7301
internal_count=4318164 842766 53365 12404 789401 2334 276 10070 4215 223 5855 1874 3611 1039 185 854 2244 86 66 787527 770872 22716 22569 22458 111 22165 13814 1167 12647 7301
is_linear=0
shrinkage=0.1


Tree=3558
num_leaves=31
num_cat=0
split_feature=5 0 0 0 4 3 0 2 2 0 1 1 4 1 3 3 1 4 0 1 2 2 1 0 1 0 3 0 0 0
split_gain=5.71108e+11 2.40845e+12 1.75978e+13 4.57457e+12 1.03752e+13 1.80538e+13 4.23646e+12 9.59681e+12 1.08497e+13 8.06927e+12 5.55855e+12 4.18087e+12 3.92571e+12 6.11626e+12 7.95578e+12 2.05621e+13 1.92412e+13 1.11047e+13 1.33155e+13 2.36154e+13 1.63914e+13 7.30226e+12 1.25733e+13 1.21041e+13 5.31765e+12 9.88451e+12 1.29041e+13 7.6889e+12 1.22646e+13 5.7903e+12
threshold=225.45000000000002 45.254062050000009 45.067452850000002 47.222459950000008 2.5000000000000004 3.5000000000000004 45.055827000000008 1.5000000000000002 16.500000000000004 45.040161900000008 38.969379750000009 38.969379750000009 3.5000000000000004 37.998366300000008 9.5000000000000018 7.5000000000000009 38.959914000000005 5.5000000000000009 43.056445700000005 39.726951800000002 3.5000000000000004 10.500000000000002 39.080602550000002 43.056445700000005 41.950906500000009 44.039893800000009 3.5000000000000004 43.465905150000005 43.514103700000014 44.039893800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -3 -6 9 -8 11 12 -11 -9 24 -14 15 16 -15 18 20 -20 -18 23 -23 -16 25 -2 -27 -26 -29 -30
right_child=1 3 -4 -5 5 -7 7 8 -10 10 -12 -13 13 14 21 -17 17 -19 19 -21 -22 22 -24 -25 27 26 -28 28 29 -31
leaf_value=-1.1430930810895557 -51286.658162006584 11070.160860283431 48918.249832261034 402.38509411672175 5519.4883370535717 -127235.6669458008 42851.49659090909 -79007.46875 15462.851325757576 78335.728328804355 14295.322455018941 -25737.440219350963 47413.156484375002 -102325.31734375001 99937.778749999998 -105253.86189903846 -28581.394453125002 53366.846022727274 39955.112409319205 -72862.377627840906 99447.476484375016 12594.400110176284 -73004.094886363644 -6432.9788043478266 5135.6011803886222 68250.753443287031 -9262.3127664620533 98396.778185096162 -13813.564667338709 48922.423856026784
leaf_weight=4313902 38 43 85 3107 21 20 22 34 33 23 33 26 20 20 20 26 20 33 28 55 20 78 22 23 195 27 105 26 31 28
leaf_count=4313902 38 43 85 3107 21 20 22 34 33 23 33 26 20 20 20 26 20 33 28 55 20 78 22 23 195 27 105 26 31 28
internal_value=0 1157.01 5260.28 -220.174 -23247.5 -59239.1 1496.67 -16542.8 -30593 3878.45 40597.6 -55923.8 1355.42 -6350.78 -9467.53 -22244.4 -9981.63 1857.31 -11962.3 -34803.5 35433 8580.91 -6237.27 43041.8 7606 -6345.09 6592.63 16076.3 41175.6 15959.4
internal_weight=0 4262 1071 3191 84 41 986 115 93 871 56 60 815 365 345 202 176 156 123 83 40 143 100 43 450 170 132 280 85 59
internal_count=4318164 4262 1071 3191 84 41 986 115 93 871 56 60 815 365 345 202 176 156 123 83 40 143 100 43 450 170 132 280 85 59
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=31
num_cat=0
split_feature=2 3 1 0 1 5 5 5 0 0 5 0 5 5 1 1 0 5 4 6 1 4 1 4 1 0 5 1 0 5
split_gain=5.48517e+11 7.35769e+12 1.92759e+13 1.78887e+13 1.92663e+13 1.77145e+13 2.19372e+13 1.73054e+13 9.09909e+13 3.73268e+13 3.25971e+13 2.64512e+13 3.30346e+13 2.12745e+13 5.02846e+13 2.93886e+13 1.95286e+13 2.70319e+13 6.08992e+13 1.68085e+13 1.76637e+13 2.01448e+13 2.93323e+13 2.87481e+13 2.86857e+13 2.34176e+13 1.73455e+13 3.01818e+13 1.66198e+13 3.18147e+13
threshold=4.5000000000000009 5.5000000000000009 20.507360500000004 45.254062050000009 47.208373000000009 177.02500000000003 225.45000000000002 105.35000000000001 59.939091550000008 59.932719750000011 116.06000000000002 54.864040150000001 142.05000000000004 112.04500000000002 30.226173900000003 30.278357500000002 56.819808050000006 99.555000000000021 2.5000000000000004 1.5000000000000002 30.323743050000001 4.5000000000000009 37.752451500000006 3.5000000000000004 37.914142000000005 55.885524800000006 161.85000000000002 39.826386800000009 54.920670650000005 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 -4 7 -6 -7 16 9 11 -10 12 -9 14 -13 -15 17 -5 -19 -17 -21 23 -23 25 -25 -22 27 -27 29 -2
right_child=1 -3 3 4 5 6 -8 8 10 -11 -12 13 -14 15 -16 19 -18 18 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=37.868379496192908 -30210.905076358194 19.476253047796327 1955.894211686991 -3381.5278581475704 -123.19473419946519 94768.742583396219 2747.9088890438989 31834.926530216944 -28312.074983723956 -136388.05236672793 66522.380339421448 -222997.984375 -76139.175525974584 57870.343943917418 -46960.157946493462 -115704.58734975963 619.18388714339198 171747.81872907368 9380.0393565784816 -105966.47385506466 -136717.02671874998 -24025.615454101564 -169973.65349702383 104895.69131944445 -18892.724373372399 32481.720081018517 31502.849200148812 -103034.21815476191 9125.5378375771597 -164376.60125000001
leaf_weight=2028337 152 2105613 23809 45339 95230 44 63 121 48 34 148 20 37 35 86 26 18465 28 132 29 20 40 21 36 39 27 42 42 81 20
leaf_count=2028337 152 2105613 23809 45339 95230 44 63 121 48 34 148 20 37 35 86 26 18465 28 132 29 20 40 21 36 39 27 42 42 81 20
internal_value=0 -33.5439 -639.578 -601.643 -981.859 -77.5029 40588.3 -2312.09 -16478.4 -34365.5 43297.6 -28779.8 6549.85 -40836.1 -80174.8 -29155.7 -2123.61 -3236.73 37794.4 -38615 -31843.7 -23792.9 -74270 -8845.74 40525.7 -37111.8 -19165 -50006.2 -28223 -45811.6
internal_weight=0 2.28983e+06 184214 183961 160152 95337 107 64815 851 655 196 621 158 463 106 357 63964 45499 160 322 296 267 61 206 75 131 111 69 253 172
internal_count=4318164 2289827 184214 183961 160152 95337 107 64815 851 655 196 621 158 463 106 357 63964 45499 160 322 296 267 61 206 75 131 111 69 253 172
is_linear=0
shrinkage=0.1


Tree=3560
num_leaves=31
num_cat=0
split_feature=0 5 0 5 1 4 3 3 1 0 5 4 0 0 3 1 5 1 2 0 1 5 5 5 3 5 5 3 3 1
split_gain=5.32549e+11 5.44934e+12 2.11144e+13 1.29892e+13 1.13251e+13 1.03873e+13 4.70684e+13 9.27503e+12 9.28001e+12 9.19914e+12 9.80444e+12 1.16154e+13 2.03003e+13 1.19629e+13 1.07463e+13 1.01489e+13 8.73895e+12 1.34718e+13 1.91193e+13 1.69964e+13 2.0189e+13 3.60274e+13 1.434e+13 1.38413e+13 1.38637e+13 1.3456e+13 1.46635e+13 3.05028e+13 1.8504e+13 2.57241e+13
threshold=45.067452850000002 43.205000000000005 45.005863250000004 39.355000000000011 39.080602550000002 1.5000000000000002 24.500000000000004 26.500000000000004 41.900971000000006 45.053747000000008 38.010000000000012 2.5000000000000004 45.03656895000001 45.03656895000001 24.500000000000004 37.275078000000001 36.005000000000003 38.096381250000007 3.5000000000000004 43.642715500000008 39.694727950000008 28.035000000000004 20.010000000000002 34.920000000000009 8.5000000000000018 34.920000000000009 33.005000000000003 3.5000000000000004 2.5000000000000004 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 5 -5 -7 8 16 10 11 13 -13 15 -15 -4 17 23 19 20 21 -19 -20 24 -1 26 28 -28 29 -22
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 22 -21 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=1203.4359845924089 11.994717298269663 158.46197756321328 70356.644289550779 -5928.0915736043344 852.51007427759487 -711.9143033442848 127322.18146551725 -60517.584937500003 -1521.8007583606479 1084.9466487812067 3842.121788639934 -6248.921780395508 95637.464512310617 -4873.8447489884229 -39762.001789907394 -925.76616449016808 -186.97175744452397 -28641.54367559524 -9135.0465092064933 5425.72989584072 80056.189495192317 152521.41197350546 7601.6867067173262 5454.8561260721408 -6024.173839726107 -10958.774905674147 63956.716635044642 4074.3640718732563 -2287.5443316199994 4586.536489125845
leaf_weight=5531 3867038 288231 20 15779 4166 2901 29 25 19913 15005 2641 48 33 11044 89 15066 37416 21 541 5619 65 23 9526 2972 5102 1380 105 448 7239 148
leaf_count=5531 3867038 288231 20 15779 4166 2901 29 25 19913 15005 2641 48 33 11044 89 15066 37416 21 541 5619 65 23 9526 2972 5102 1380 105 448 7239 148
internal_value=0 -102.818 -565.135 -1930.29 -3862.76 -4912.73 555.317 384.353 400.204 -924.39 -1966.17 -2549.43 35260.3 -2666.24 -5152.75 -831.265 902.896 1956.06 3328.92 1072.19 -1522.21 66057.3 6702.26 -578.265 -2264.57 -1839.04 -266.871 15444.4 -1432.78 27617.2
internal_weight=0 451126 162895 66821 22875 18709 2930 96074 96049 43946 28941 26300 81 26219 11133 15086 76136 38720 25115 15048 9429 44 10067 13605 10633 9385 8005 553 7452 213
internal_count=4318164 451126 162895 66821 22875 18709 2930 96074 96049 43946 28941 26300 81 26219 11133 15086 76136 38720 25115 15048 9429 44 10067 13605 10633 9385 8005 553 7452 213
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=31
num_cat=0
split_feature=5 0 0 1 0 5 5 3 1 3 1 5 4 5 4 5 5 1 1 3 2 4 1 0 1 5 3 0 0 0
split_gain=5.42893e+11 3.81131e+12 9.55454e+12 7.40587e+13 4.61691e+13 2.81395e+13 2.29475e+13 5.80033e+13 5.06802e+13 4.90383e+13 4.48611e+13 3.93459e+13 1.39836e+14 6.40702e+13 3.65421e+13 3.61036e+13 5.49653e+13 4.20217e+13 4.14142e+13 3.70156e+13 3.56182e+13 3.96966e+13 3.93777e+13 3.4528e+13 4.5271e+13 3.32262e+13 3.31054e+13 4.2782e+13 4.23597e+13 3.23341e+13
threshold=42.005000000000003 60.017447350000005 59.882016200000002 30.578016350000002 59.939091550000008 61.845000000000006 75.750000000000014 5.5000000000000009 30.434657650000002 12.500000000000002 30.388336800000001 63.455000000000005 2.5000000000000004 46.010000000000012 3.5000000000000004 80.815000000000012 80.00500000000001 30.160599000000001 30.434657650000002 25.500000000000004 2.5000000000000004 2.5000000000000004 30.346469350000003 59.904813200000007 30.315880100000005 58.605000000000011 11.500000000000002 59.963407450000012 59.904813200000007 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 8 10 -9 11 13 23 -4 -15 16 18 -18 19 -8 22 -22 -19 24 -13 -12 27 28 -23 -17
right_child=1 -3 3 4 5 -7 15 9 -10 -11 25 12 -14 14 -16 29 17 20 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=46.19524957337503 -7.1889284892217233 617.03527784065682 -6267.1165118247382 -30560.629376424302 11323.466606481452 -22310.115027928299 2016.0961294464983 -5602.300420872285 25082.419860077585 -325.4255043839608 -3389.7342882502594 -18223.775957031252 16783.16878980794 16322.065828523868 118911.07687500001 -960.1454145829274 -67130.364238281254 -36121.594006347659 23822.725995243909 -101171.91734933037 7854.6324242001492 3807.6188616071431 74632.457074652775 -33030.524303372535 163091.98132440477 -33005.347016623171 45706.389322678144 -3947.1037042025864 161053.02609206992 13329.549686957786
leaf_weight=1600872 2507932 88824 1594 1349 608 421 5149 30205 1125 42237 2340 40 1491 4355 35 24480 40 112 971 35 168 21 45 1137 21 452 290 29 93 1693
leaf_count=1600872 2507932 88824 1594 1349 608 421 5149 30205 1125 42237 2340 40 1491 4355 35 24480 40 112 971 35 168 21 45 1137 21 452 290 29 93 1693
internal_value=0 -27.2156 -48.9868 -918.654 -18391.2 -2437.21 -567.009 -1436.83 4828.12 -2525.64 2840.67 6389.79 -3657.87 10904.9 17140 1665.75 8070.94 32763.8 4869.49 1319.42 38035.2 49114.6 -4376.8 -29098.3 44196.4 -8184.24 65123 104499 132087 -35.8168
internal_weight=0 2.71729e+06 2.62847e+06 120536 2378 1029 118158 85032 12590 72442 11465 8673 2689 5984 4390 33126 6953 798 6155 5184 758 601 157 1198 61 2792 433 143 114 26173
internal_count=4318164 2717292 2628468 120536 2378 1029 118158 85032 12590 72442 11465 8673 2689 5984 4390 33126 6953 798 6155 5184 758 601 157 1198 61 2792 433 143 114 26173
is_linear=0
shrinkage=0.1


Tree=3562
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 3 5 5 4 5 4 5 4 5 2 0 5 5 5 5 5 5 3 3 2 1 5 5
split_gain=5.85134e+11 6.89901e+12 9.15326e+13 5.33127e+13 3.75799e+13 3.38559e+13 3.5252e+13 3.80258e+13 3.75616e+13 4.73928e+13 8.2062e+13 8.46686e+13 3.2561e+13 3.04672e+13 6.73958e+13 3.02862e+13 2.68175e+13 7.91034e+13 6.06045e+13 5.18119e+13 4.03458e+13 1.17748e+14 6.35808e+13 4.36561e+13 3.37725e+13 5.3176e+13 4.74986e+13 4.72671e+13 2.9142e+13 5.4069e+13
threshold=38.996948700000011 38.969379750000009 45.040161900000008 45.03656895000001 45.112033650000008 20.500000000000004 38.975980350000007 18.500000000000004 97.050000000000011 46.810000000000009 1.5000000000000002 68.00500000000001 2.5000000000000004 68.00500000000001 2.5000000000000004 91.050000000000011 9.5000000000000018 45.029420750000007 90.015000000000015 46.810000000000009 110.05000000000001 120.05000000000001 137.05000000000004 93.00500000000001 23.500000000000004 9.5000000000000018 8.5000000000000018 38.975980350000007 150.04500000000004 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 -4 6 7 13 9 -9 -11 -12 -13 -5 -15 -14 18 -18 24 -19 23 -22 -23 -21 25 -3 -26 -28 29 -20
right_child=-2 2 4 5 -6 -7 -8 8 -10 10 11 12 15 14 -16 -17 17 19 28 20 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=8.8189238024414074 -26.335422349168979 -3614.0272980245281 5735.6062731010397 -12513.867456134129 -1238.7644251273446 -36237.372702531167 10964.7477489755 -19558.351497279578 -83210.62261082849 109820.09800265332 -46615.137848817918 74859.851769301473 -90058.601537181719 -76459.302060777554 -13554.851984669671 64331.60818277995 -3832.7173515957438 -52269.494519884836 -28556.279626601819 44453.484423976537 -90715.684829837337 130549.13592601102 -44218.47802083334 117224.81129971592 -9283.0913089650676 18718.711432218446 -156449.67855392158 -6790.7358632405594 56258.197193080363 -136131.73403799019
leaf_weight=1407690 2856253 4677 27721 3880 10711 532 713 280 43 106 153 153 27 254 517 24 1388 58 557 329 73 68 30 110 263 1381 51 36 35 51
leaf_count=1407690 2856253 4677 27721 3880 10711 532 713 280 43 106 153 153 27 254 517 24 1388 58 557 329 73 68 30 110 263 1381 51 36 35 51
internal_value=0 51.4536 1158.34 -5251.89 3791.85 -12035.7 -9942.13 -12683.8 7659.48 12918.5 32558.9 9618.54 51793.8 -16121.8 -34278.2 -17404.4 -274.473 9774.82 -3204.74 38049.2 46636.8 5430.07 77048.8 62687.8 -267.965 1477.01 -30471 -94521.8 -32472.1 -37579.9
internal_weight=0 1.46191e+06 54221 15789 38432 6682 6150 5437 786 743 463 357 204 4651 771 51 9107 2056 7051 668 610 171 98 439 6408 6058 350 87 643 608
internal_count=4318164 1461911 54221 15789 38432 6682 6150 5437 786 743 463 357 204 4651 771 51 9107 2056 7051 668 610 171 98 439 6408 6058 350 87 643 608
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=31
num_cat=0
split_feature=2 6 3 4 5 1 1 0 0 1 1 5 1 0 3 5 5 1 1 5 0 5 0 3 5 1 5 1 5 5
split_gain=5.33832e+11 1.19696e+13 2.17025e+13 2.69749e+13 1.88254e+13 4.66538e+13 3.31522e+13 2.23947e+13 2.64334e+13 2.20904e+13 2.91626e+13 2.0241e+13 1.77392e+13 3.45338e+13 3.7096e+13 3.11136e+13 4.34666e+13 9.79666e+13 3.01231e+13 2.18166e+13 2.08865e+13 4.44465e+13 3.86179e+13 2.15598e+13 3.07718e+13 5.47808e+13 2.50464e+13 2.05587e+13 2.30477e+13 5.91234e+13
threshold=8.5000000000000018 1.5000000000000002 16.500000000000004 1.5000000000000002 49.010000000000012 37.615058950000012 37.620907050000007 59.982527000000012 55.535913550000011 30.362552800000003 30.323743050000001 44.605000000000011 39.863684800000009 44.580511600000001 14.500000000000002 50.410000000000004 50.805000000000007 30.425002000000003 37.342273500000012 96.015000000000015 55.56564190000001 36.715000000000011 55.591389050000011 10.500000000000002 45.305000000000007 37.726745000000001 44.410000000000004 37.457850350000008 42.895000000000003 43.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 7 11 8 -5 10 -9 -7 13 14 -2 18 17 -17 -15 -18 -20 -22 27 24 -24 -26 -25 -23 -29 -30
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12 -13 -14 15 -16 16 19 -19 20 -21 21 22 23 26 25 -27 -28 28 29 -31
leaf_value=20.552547839844934 50950.114966580462 -360.34176015818986 -168.14714906860246 -84.116890307363761 2147.1884885060031 -27188.280965909089 2953.9616146636827 1332.6539763327207 33779.217238012425 -30677.577011986305 126160.53118489584 -152775.62827380953 -1052.7427404003972 -2623.6058825090013 -23081.004755859376 260307.41832540763 17457.447672316397 -31563.060937500002 -76.738700284288001 -73842.49545717593 -1108.7479414823458 94245.779879385969 22300.157777434244 12434.707467534916 206767.43990384616 -13368.704921875002 -5393.5286992435176 15666.558926462572 199190.6657752404 36742.69760772329
leaf_weight=3218464 273 601611 330247 289 75811 33 3355 85 1139 146 24 21 56135 12902 90 23 854 23 7531 27 3850 57 259 3302 26 20 1035 344 26 162
leaf_count=3218464 273 601611 330247 289 75811 33 3355 85 1139 146 24 21 56135 12902 90 23 854 23 7531 27 3850 57 259 3302 26 20 1035 344 26 162
internal_value=0 -60.1506 302.432 1228.35 2542.53 8428.41 1702.86 22051.3 26925.9 -5246.27 28817.7 -76027.8 5.40667 1933.7 32595.3 1568.07 19607.4 114372 1001.48 14659.4 3816.96 7046.07 13048 9987.38 35686.3 111056 8180.1 37169.1 31053.7 59208.9
internal_weight=0 1.0997e+06 498089 167842 80903 5092 3409 1683 1428 255 109 54 86939 30804 363 30441 927 46 29514 881 16612 9081 5231 4642 305 46 4337 589 532 188
internal_count=4318164 1099700 498089 167842 80903 5092 3409 1683 1428 255 109 54 86939 30804 363 30441 927 46 29514 881 16612 9081 5231 4642 305 46 4337 589 532 188
is_linear=0
shrinkage=0.1


Tree=3564
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 0 1 4 3 1 5 3 0 3 1 2 0 4 5 1 1 0 0 3 0 3 0 6 0 1
split_gain=5.83104e+11 3.59904e+12 7.44181e+12 8.55035e+12 1.07382e+13 1.39379e+13 9.61465e+12 1.81239e+13 1.49203e+13 8.74482e+12 7.91557e+12 7.65373e+12 1.25989e+13 1.09949e+13 2.18561e+13 1.11702e+13 1.16258e+13 1.04867e+13 9.71287e+12 1.03111e+13 1.26133e+13 8.97275e+12 2.87589e+13 2.24862e+13 8.83601e+12 1.67057e+13 3.60614e+13 2.27366e+13 2.00391e+13 1.9887e+13
threshold=42.005000000000003 40.405000000000008 4.5000000000000009 44.039893800000009 43.514103700000014 43.592450450000008 39.726951800000002 1.5000000000000002 3.5000000000000004 39.969502550000009 41.995000000000012 5.5000000000000009 44.874285750000006 7.5000000000000009 34.359746700000009 5.5000000000000009 54.762542150000009 1.5000000000000002 41.810000000000009 38.096381250000007 45.148007750000012 56.281985950000006 56.320495600000008 6.5000000000000009 55.014086100000007 23.500000000000004 44.998833400000002 1.5000000000000002 54.959412650000012 82.973038550000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 -6 -8 -9 -3 -5 18 -13 14 15 16 -14 -18 -4 -20 -21 -16 23 -23 25 -15 27 -27 -28 -30
right_child=-2 2 11 10 5 -7 7 8 -10 -11 -12 12 13 24 21 -17 17 -19 19 20 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-12.412061236954973 -28.205496577729726 -34704.222043185764 3836.4971358620251 100.6954944122032 7765.3846557617189 7945.2510678335348 127267.71125488282 96954.720332031255 -15317.680691002155 5050.6587908501406 -3786.5521013036469 6171.3053293179573 -42647.671497844829 748.51513641990414 -4003.4171735460604 -52631.659625799017 12552.179750165305 -28425.579046801984 5006.0467102512594 -4732.5197496601932 1345.4582082543939 13608.070830359826 -468.44266397953038 109590.15906929348 -323.91731177442284 91557.97100474684 3335.1707591613786 -13314.734598214287 30297.466178385421 -40783.858438749099
leaf_weight=1378080 2717292 72 15387 11345 38 260 32 20 29 239 9732 3612 116 65167 3935 110 150 107 3965 5171 10051 52 512 46 87500 79 4529 28 465 43
leaf_count=1378080 2717292 72 15387 11345 38 260 32 20 29 239 9732 3612 116 65167 3935 110 150 107 3965 5171 10051 52 512 46 87500 79 4529 28 465 43
internal_value=0 47.8755 420.784 -1335.58 9618.41 20919 49265 68733.9 30507.8 -4153.04 -1694.18 610.964 329.746 200.172 -4403.31 -24628 -16369.5 -4508.6 1964.84 463.872 -719.265 -2254.02 9031.02 58660.9 346.843 1181.58 6667.94 64114.6 5447.61 24280.7
internal_weight=0 1.60087e+06 222792 21767 690 379 119 81 49 311 21077 201025 166451 162839 5028 483 373 257 34574 19187 15222 4545 610 98 157811 70311 5144 107 5037 508
internal_count=4318164 1600872 222792 21767 690 379 119 81 49 311 21077 201025 166451 162839 5028 483 373 257 34574 19187 15222 4545 610 98 157811 70311 5144 107 5037 508
is_linear=0
shrinkage=0.1


Tree=3565
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 3 0 1 5 1 3 5 5 2 1 6 1 4 5 5 5 6 3 1 4 3 2 2 1
split_gain=6.37949e+11 3.95468e+12 2.48732e+13 2.83564e+13 2.41154e+13 1.75587e+13 2.59797e+13 2.23666e+13 1.58787e+13 1.3759e+13 1.27456e+13 1.64743e+13 1.26729e+13 2.40928e+13 3.74598e+13 1.77458e+13 1.23978e+13 1.21316e+13 1.20461e+13 1.09789e+13 1.07805e+13 9.93467e+12 1.03961e+13 9.76273e+12 9.46119e+12 1.77291e+13 1.36721e+13 1.19438e+13 1.60537e+13 1.19099e+13
threshold=44.982728700000003 45.005863250000004 9.5000000000000018 39.047276750000002 99.555000000000021 39.080602550000002 19.500000000000004 44.998833400000002 38.911476500000006 104.75000000000001 39.110397700000007 16.500000000000004 81.00500000000001 83.010000000000005 4.5000000000000009 39.021425200000003 1.5000000000000002 39.071052600000009 1.5000000000000002 57.705000000000005 114.05000000000001 142.05000000000004 1.5000000000000002 16.500000000000004 39.021425200000003 1.5000000000000002 22.500000000000004 13.500000000000002 8.5000000000000018 39.032393150000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 24 7 10 9 -2 17 11 18 19 14 -14 -15 -8 23 -7 -10 -12 22 -6 -5 -4 -26 27 28 -27 -28
right_child=1 -3 3 5 21 6 16 -9 12 -11 20 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-161.88184409540648 -11487.034151231606 0.22593156004002016 4492.5402698082917 -1686.3611831473104 1343.3461961315525 9035.178792416953 42605.72347958391 -9825.6802703495359 5161.8580654969373 -71173.721205357157 -3038.3049548955505 763.93600800232082 -5023.6923252650668 -69771.480932617196 -136902.5653125 8026.9367957589293 12693.492303735311 1693.6577478208683 35921.254741462828 13341.219945506595 -59609.078633386947 37597.658512369795 -50208.039084610849 -12129.959114075813 11870.634684392688 59508.15803602431 29809.151258433951 89290.494113685345 3621.3126270707835 -57765.025781250006
leaf_weight=230447 524 4054519 589 2544 62 492 181 4188 6237 28 3652 2045 56 32 35 350 591 6433 252 2227 34 24 106 1381 791 135 44 58 83 24
leaf_count=230447 524 4054519 589 2544 62 492 181 4188 6237 28 3652 2045 56 32 35 350 591 6433 252 2227 34 24 106 1381 791 135 44 58 83 24
internal_value=0 9.12617 1096.12 -631.961 11032.2 -1656.13 2366.58 -3656.45 5431.78 -1168.8 299.168 5399.68 6423.77 -9505.66 -55746.3 1509.79 19706.6 -979.559 18141.8 7313.97 -3560.12 -22585.5 -31183.1 -5360.91 14776.1 20112.7 39064.7 48960.2 38230.1 -1099.38
internal_weight=0 4.08772e+06 33198 23737 1916 21821 7247 14574 9461 10386 6475 2789 8937 473 91 382 772 10358 744 8464 3686 192 168 3925 1724 1135 344 276 218 68
internal_count=4318164 4087717 33198 23737 1916 21821 7247 14574 9461 10386 6475 2789 8937 473 91 382 772 10358 744 8464 3686 192 168 3925 1724 1135 344 276 218 68
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 3 0 1 5 1 5 5 2 1 1 5 2 3 6 1 5 6 0 5 6 5 3 6 5
split_gain=5.16738e+11 3.20329e+12 2.01473e+13 2.29687e+13 1.97076e+13 1.42225e+13 2.10436e+13 1.81169e+13 1.28618e+13 1.11448e+13 1.04507e+13 1.05532e+13 1.95152e+13 3.03424e+13 1.43741e+13 1.03239e+13 1.3459e+13 1.15491e+13 1.04917e+13 1.00423e+13 9.8266e+12 9.75768e+12 9.21319e+12 1.6674e+13 8.7322e+12 8.06367e+12 7.91595e+12 3.47232e+13 2.45568e+13 1.27796e+13
threshold=44.982728700000003 45.005863250000004 9.5000000000000018 39.047276750000002 92.035000000000011 39.080602550000002 19.500000000000004 44.998833400000002 38.911476500000006 104.75000000000001 41.950906500000009 81.00500000000001 83.010000000000005 4.5000000000000009 39.021425200000003 39.110397700000007 86.810000000000016 10.500000000000002 16.500000000000004 1.5000000000000002 39.071052600000009 57.705000000000005 1.5000000000000002 44.998833400000002 114.05000000000001 1.5000000000000002 43.205000000000005 23.500000000000004 1.5000000000000002 40.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 7 15 9 -2 20 11 21 13 -13 -14 16 18 -18 -7 -8 -5 -10 23 -16 -17 -9 27 -22 29 -29
right_child=1 -3 3 5 -6 6 19 25 10 -11 -12 12 14 -15 22 24 17 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-145.69366454686153 -10338.330698260825 0.20333423672136119 13544.049541564942 -4824.8200625077752 -18523.276931423614 14387.492045184088 38345.151017297569 -16240.704305713898 4767.5549533739168 -64056.348270089286 -53141.246367187501 -4521.3233163016184 -62794.33259277344 -123212.30513392857 92882.503123424904 -2734.4744779991556 12959.903190104167 115851.32210937502 307.65586489794464 11424.143100652034 2605.8423962986944 12501.405641125319 370.45494002525254 -20949.889968039774 -53648.169884535848 -6240.3441996801594 -1420.14973232429 7246.5006453804353 -3241.638423009073 90155.21037371135
leaf_weight=230447 524 4054519 1700 3925 216 716 181 1090 6223 28 30 56 32 35 31 3652 24 20 2029 591 2477 2211 297 22 34 3098 3774 23 62 97
leaf_count=230447 524 4054519 1700 3925 216 716 181 1090 6223 28 30 56 32 35 31 3652 24 20 2029 591 2477 2211 297 22 34 3098 3774 23 62 97
internal_value=0 8.21355 986.512 -568.765 9928.94 -1490.52 2129.92 -3290.8 4888.6 -1051.92 5781.39 5979.85 -8555.09 -50171.7 1358.81 269.252 4859.71 59728.7 3980.21 17735.9 -881.603 6795.01 7224.24 45631.3 -3204.11 -8843.11 1524.29 5703.43 47861.2 74264.4
internal_weight=0 4.08772e+06 33198 23737 1916 21821 7247 14574 9461 10386 8937 8907 473 91 382 6475 2789 44 2745 772 10358 8434 350 53 3686 4188 6433 2659 182 120
internal_count=4318164 4087717 33198 23737 1916 21821 7247 14574 9461 10386 8937 8907 473 91 382 6475 2789 44 2745 772 10358 8434 350 53 3686 4188 6433 2659 182 120
is_linear=0
shrinkage=0.1


Tree=3567
num_leaves=31
num_cat=0
split_feature=5 1 3 1 0 2 0 3 4 1 3 0 0 0 4 3 4 4 0 0 3 0 1 4 3 0 2 0 1 0
split_gain=5.2772e+11 2.0725e+12 8.99284e+12 1.17346e+13 1.10467e+13 9.80454e+12 5.672e+12 4.84928e+12 4.17183e+12 1.96833e+12 1.32928e+13 1.78012e+12 1.42058e+13 5.11725e+12 1.08533e+13 1.07641e+13 4.03437e+12 3.856e+12 1.25112e+13 6.99882e+12 1.50516e+13 1.16869e+13 8.99241e+12 4.65551e+12 9.25565e+12 1.48335e+13 1.12572e+13 1.01166e+13 8.48422e+12 1.38713e+13
threshold=225.45000000000002 30.425002000000003 8.5000000000000018 30.315880100000005 59.932719750000011 2.5000000000000004 59.863160500000006 14.500000000000002 2.5000000000000004 33.101335500000005 5.5000000000000009 45.254062050000009 45.067452850000002 47.222459950000008 2.5000000000000004 3.5000000000000004 7.5000000000000009 1.5000000000000002 45.022371150000005 44.039893800000009 8.5000000000000018 43.465905150000005 38.950530550000003 3.5000000000000004 7.5000000000000009 45.029420750000007 8.5000000000000018 43.514103700000014 42.09605220000001 43.465905150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 -6 -5 10 -3 12 17 14 -13 -16 -15 18 19 20 21 -11 -21 24 25 28 27 -26 -19 -30
right_child=1 9 4 8 7 6 -8 -9 -10 11 -12 13 -14 16 15 -17 -18 23 -20 22 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-1.0988123682196214 -47544.718237304689 79502.576127485794 60954.008938419123 -37231.492400568182 16939.79328125 -2547.6681985294122 64565.93556640626 -46684.849898097833 -99544.18108258929 -6386.1564002403848 -24370.489369419643 10494.713367550874 44083.292886029412 490.71368631714432 -9999.6311132812498 -113749.93203125001 45562.391093750004 -16860.739130704365 -79602.708317057288 -21315.61227294922 48111.366157670454 -105417.21947798296 67153.184837962966 -2488.6745162228121 -2173.3790717230904 82437.216258445944 26712.421683372639 -75068.959801136371 6683.8998488108327 76169.039929496954
leaf_weight=4313902 32 22 34 22 25 34 20 23 21 26 28 43 85 2827 20 20 20 63 24 20 22 22 27 477 45 37 53 33 96 41
leaf_count=4313902 32 22 34 22 25 34 20 23 21 26 28 43 85 2827 20 20 20 63 24 20 22 22 27 477 45 37 53 33 96 41
internal_value=0 1112.19 -8550.11 -25009.7 17343.7 -3682.94 22309.2 -13547 -67663.3 1615.46 21333.7 1369.05 4857.88 93.7805 -24382.2 -61874.8 807.339 1476.38 -13832.7 -341.411 -20382.4 -51775.4 29506.9 4030.91 12481.6 24272.3 -8849.77 -33013.8 13511.8 27478.7
internal_weight=0 4262 211 129 82 86 54 48 43 4051 50 4001 1071 2930 83 40 2847 986 141 117 70 48 47 845 368 237 131 78 200 137
internal_count=4318164 4262 211 129 82 86 54 48 43 4051 50 4001 1071 2930 83 40 2847 986 141 117 70 48 47 845 368 237 131 78 200 137
is_linear=0
shrinkage=0.1


Tree=3568
num_leaves=31
num_cat=0
split_feature=5 4 1 1 0 0 0 2 3 0 0 2 5 1 1 5 1 1 1 1 2 1 0 2 0 2 5 5 5 0
split_gain=5.08793e+11 8.33134e+12 3.46855e+13 3.49616e+13 1.87024e+13 5.9661e+13 3.7595e+13 7.34469e+13 5.26447e+13 2.47162e+13 3.22969e+13 2.81359e+13 1.85105e+13 1.71938e+13 1.61609e+13 1.45469e+13 1.74419e+13 1.64656e+13 1.72831e+13 2.02652e+13 3.56604e+13 2.25401e+13 1.59903e+13 1.79084e+13 1.37768e+13 2.19109e+13 1.60302e+13 1.15144e+13 1.41636e+13 1.07493e+13
threshold=50.005000000000003 2.5000000000000004 37.914142000000005 37.457850350000008 55.701368300000006 55.68356880000001 55.769960200000007 7.5000000000000009 8.5000000000000018 55.795550600000006 55.851332700000007 4.5000000000000009 47.815000000000005 37.582182450000005 37.542000650000013 28.035000000000004 30.226173900000003 37.417247200000006 30.388336800000001 30.278357500000002 1.5000000000000002 30.332994000000003 59.982527000000012 6.5000000000000009 55.591389050000011 2.5000000000000004 47.815000000000005 48.035000000000004 29.985000000000003 55.74310830000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 5 13 7 8 -6 -8 11 14 -10 -5 -11 16 -3 18 19 -17 21 -21 23 -22 -15 -26 -27 28 -25 -14
right_child=-2 2 -4 4 6 -7 9 -9 12 10 -12 -13 29 24 -16 17 -18 -19 -20 20 22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=13.27599026012593 -37.56682270248556 -109145.098515625 -223.38967970047557 -1615.4573127885299 144279.76448805069 -112315.13170572917 -46707.869836956525 218215.68041834678 -84986.834687500013 189036.39133831521 12636.906684857538 12324.065144636825 -6338.6149400499135 19417.054776172721 81725.468690321184 9311.898929231631 -11288.41111761355 -50192.320513556988 16236.647034953396 15117.117271205359 -31840.477341469144 114888.54677419356 64491.248250679346 40832.824046875001 131995.76232910156 86324.644366776323 2175.8440150669644 60926.810546875 -18732.629551866321 83687.205357142855
leaf_weight=2331803 1964810 20 16527 220 36 36 46 31 20 23 255 37 36 231 36 1401 204 51 1301 84 479 31 23 50 32 38 56 28 198 21
leaf_count=2331803 1964810 20 16527 220 36 36 46 31 20 23 255 37 36 231 36 1401 204 51 1301 84 479 31 23 50 32 38 56 28 198 21
internal_value=0 31.3645 1988.52 9264.85 24541.3 12581.8 38092.5 81862.9 44456.4 22216.1 31248.9 80686.9 -2214.23 20374.3 123559 4709.54 -20025.6 6229.2 7029.62 1808.02 -9964.59 42012 -17647.5 -20149.7 33925.5 60524.2 36193.4 139.606 -6723.47 26828.8
internal_weight=0 2.35335e+06 21551 5024 1154 613 541 144 113 397 351 96 77 577 59 3870 224 3646 3595 2294 893 115 778 755 357 126 94 276 248 57
internal_count=4318164 2353354 21551 5024 1154 613 541 144 113 397 351 96 77 577 59 3870 224 3646 3595 2294 893 115 778 755 357 126 94 276 248 57
is_linear=0
shrinkage=0.1


Tree=3569
num_leaves=31
num_cat=0
split_feature=5 1 5 5 1 3 3 0 0 0 0 1 3 3 1 1 4 0 0 0 3 1 0 0 2 0 1 0 0 0
split_gain=4.854e+11 5.64665e+12 2.1602e+13 1.94288e+13 2.13982e+13 2.22274e+13 2.4775e+13 2.07044e+13 2.17244e+13 2.96025e+13 2.6223e+13 6.36961e+13 2.50249e+13 2.53624e+13 5.08143e+13 3.51318e+13 9.67833e+13 5.49169e+13 5.35261e+13 5.50897e+13 2.19476e+13 3.50658e+13 3.39184e+13 3.2704e+13 3.06306e+13 3.01342e+13 2.81131e+13 2.07693e+13 2.05178e+13 4.28652e+13
threshold=39.005000000000003 38.096381250000007 37.005000000000003 37.995000000000012 37.39371280000001 9.5000000000000018 15.500000000000002 55.674875350000008 55.91302515000001 55.885524800000006 55.899899800000007 37.642309100000013 3.5000000000000004 8.5000000000000018 37.737121850000008 37.66934650000001 1.5000000000000002 55.719391050000006 55.762622900000004 55.784980300000008 5.5000000000000009 37.642309100000013 55.793358600000012 55.762622900000004 5.5000000000000009 55.777112100000004 37.597123000000003 55.769960200000007 55.899899800000007 55.801980100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 -6 9 12 11 -11 -9 14 20 16 17 -15 -19 -20 22 23 27 24 26 -25 -22 -14 29 -8
right_child=-2 2 -4 4 5 6 28 8 -10 10 -12 -13 13 15 -16 -17 -18 18 19 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=36.280624015945946 -20.731149927752863 -18.723241350106029 1396.0393386969943 48.682806627532152 -3923.3555957343992 2154.9763195148244 -3232.7181719225046 -107842.9403981855 -3988.0675629924235 -45672.733362126753 -14480.040323464913 -236131.14681250002 -8070.4620807926831 -226767.97471064815 -28417.588505074029 -5535.9562468330814 -5985.5240792081122 13685.837477022062 -212773.10397135417 -71168.69532596982 10930.582670454547 131932.91215376422 78297.173461914062 184406.91281250003 71128.525851562503 18205.172558593749 -150828.13510044644 -132369.79523437502 4987.2717582105697 -16934.637475911528
leaf_weight=298220 3123815 714284 127136 26207 3025 7567 10534 31 943 59 57 25 41 27 286 424 291 51 36 116 22 44 32 20 25 24 21 20 1866 2915
leaf_count=298220 3123815 714284 127136 26207 3025 7567 10534 31 943 59 57 25 41 27 286 424 291 51 36 116 22 44 32 20 25 24 21 20 1866 2915
internal_value=0 54.2222 195.043 -281.51 -2013.79 -3910.19 -2526.22 -9545.08 -16098.3 -23011.2 -66832.1 -102357 -18922 -17059.5 338.692 -26909.2 -44303.2 -92783.3 -74962.7 -104707 33368 56291.1 -5083.61 26574.6 -16892.7 93751.4 -68067.9 -48824.3 -4839.16 -6202.54
internal_weight=0 1.19435e+06 841420 352929 54709 28502 22882 5620 2595 1652 141 84 1511 1480 535 945 521 230 203 152 249 156 93 112 68 44 43 61 15315 13449
internal_count=4318164 1194349 841420 352929 54709 28502 22882 5620 2595 1652 141 84 1511 1480 535 945 521 230 203 152 249 156 93 112 68 44 43 61 15315 13449
is_linear=0
shrinkage=0.1


Tree=3570
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 3 3 0 3 1 1 1 6 1 1 1 5 0 0 4 5 0 1 1 5 0 2 5 3
split_gain=6.1614e+11 4.06096e+12 2.80169e+13 7.74744e+13 5.29786e+13 2.92099e+13 2.34322e+13 3.81701e+13 2.31747e+13 6.70465e+13 6.03508e+13 3.97502e+13 6.78162e+13 2.7179e+13 4.00857e+13 2.71056e+13 2.53928e+13 2.43546e+13 2.30595e+13 1.91758e+13 4.33885e+13 8.25834e+13 5.23031e+13 5.25707e+13 4.50514e+13 3.87535e+13 3.79108e+13 5.53849e+13 8.35897e+13 4.87132e+13
threshold=38.781124500000011 56.197733450000008 56.281985950000006 37.475443250000005 11.500000000000002 13.500000000000002 23.500000000000004 16.500000000000004 56.143542450000005 19.500000000000004 37.971176850000006 37.998366300000008 37.971176850000006 1.5000000000000002 37.314272700000011 35.911716050000003 37.516458750000005 39.505000000000003 56.121679000000007 55.91302515000001 2.5000000000000004 84.030000000000015 55.946414150000003 37.436176200000013 37.855187800000003 86.810000000000016 55.975961550000008 6.5000000000000009 71.00500000000001 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -3 7 -7 18 11 -11 12 13 16 15 -15 -10 -18 19 -1 26 22 23 -22 -24 -23 27 -21 -29 -30
right_child=-2 2 -4 4 -6 6 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 20 21 25 24 -25 -26 -27 -28 28 29 -31
leaf_value=27.497279551514044 -24.864734822366316 -11637.645461760892 -113.32598200938949 -19934.174609829184 -82546.582846923833 19966.73389113335 3340.0898180737913 104832.67451329385 9980.0657182424093 9402.5429086538479 220981.5447544643 -74574.25758739408 191828.55949218752 107876.83130787036 -29635.475501922123 7133.9619836643151 17371.827578467655 102911.65552490235 -15616.812110666891 5849.3157530165299 -27287.250256074181 -26923.856791792015 24128.442361525136 7363.1575660009585 4636.8901559743117 -884.21979882868277 -3144.2672948698564 -558.66855864928607 -55302.172848960552 14771.557135009767
leaf_weight=770313 3012745 754 456551 1364 150 365 810 62 177 26 28 59 20 27 315 2464 57 80 926 20495 491 683 3828 4045 1718 3502 18947 16593 441 128
leaf_count=770313 3012745 754 456551 1364 150 365 810 62 177 26 28 59 20 27 315 2464 57 80 926 20495 491 683 3828 4045 1718 3502 18947 16593 441 128
internal_value=0 57.3847 -181.702 -9088.17 -26137.5 3876.53 13333 32289.2 187.498 8611.69 119110 6746.44 8274.44 7097.81 3975.62 8225.92 34998.7 67322.1 154.956 172.319 1746.41 6674.86 11576.7 3612.42 18090.5 -5133.94 504.201 2339.92 -1851.04 -39538.7
internal_weight=0 1.30542e+06 460056 3505 1514 1991 1237 427 845363 3253 54 3199 3140 3120 2806 2491 314 137 842110 841184 70871 14267 10082 4536 5546 4185 56604 37657 17162 569
internal_count=4318164 1305419 460056 3505 1514 1991 1237 427 845363 3253 54 3199 3140 3120 2806 2491 314 137 842110 841184 70871 14267 10082 4536 5546 4185 56604 37657 17162 569
is_linear=0
shrinkage=0.1


Tree=3571
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 5 3 1 1 3 1 5 5 1 3 2 3 3 2 5 5 5 3 5 5 4 5 2 3 5
split_gain=5.08928e+11 6.89285e+12 1.36558e+13 3.47212e+13 4.08815e+13 2.22045e+13 2.10118e+13 2.06609e+13 7.89773e+13 7.70801e+13 3.33267e+13 3.15063e+13 2.57181e+13 1.99422e+13 1.98082e+13 3.52855e+13 2.50954e+13 6.57891e+13 3.30082e+13 3.43255e+13 4.07535e+13 2.06011e+13 1.96231e+13 1.93895e+13 1.93555e+13 1.87839e+13 3.58706e+13 5.65082e+13 3.33053e+13 2.39244e+13
threshold=56.758269450000007 56.281985950000006 56.301440000000007 37.487839250000007 37.914142000000005 67.990000000000023 26.500000000000004 39.262370300000008 38.233559750000005 10.500000000000002 43.868031300000006 31.990000000000006 26.005000000000006 60.695889550000011 23.500000000000004 6.5000000000000009 12.500000000000002 14.500000000000002 14.500000000000002 68.00500000000001 74.610000000000014 50.805000000000007 15.500000000000002 53.995000000000012 62.995000000000012 2.5000000000000004 70.00500000000001 5.5000000000000009 7.5000000000000009 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4 8 22 11 -9 -10 -11 -8 16 -16 21 -18 19 24 -21 -14 -6 -20 -19 26 -12 29 -27 -28
right_child=-2 2 6 4 7 -7 13 10 9 12 25 -13 14 -15 15 -17 17 18 23 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=10.472714842264283 66.020971396258801 -23718.087448265807 -382.96564779914621 38661.430417077019 -1423.0096275938431 -99360.266733284894 -3006.3024745725238 -20406.415452460729 -16399.465597098213 -96624.411532738101 -2309.532986019999 97263.378356481495 24595.314723557694 80228.944481646831 64728.266152343749 -45789.672814002406 154113.68604651163 -4117.8439517798015 22618.488597470237 175321.09548233697 -5822.0276331018522 -103885.23996175131 -28569.684597856569 149732.27413504463 -106581.22406994049 3643.4577563095099 14217.217380934495 52933.152558857691 -16434.857871397617 -58267.648808834878
leaf_weight=3269724 919083 398 112610 236 1817 43 53 1261 28 21 7727 189 26 63 40 104 43 151 21 23 27 24 312 28 21 1280 104 296 2330 81
leaf_count=3269724 919083 398 112610 236 1817 43 53 1261 28 21 7727 189 26 63 40 104 43 151 21 23 27 24 312 28 21 1280 104 296 2330 81
internal_value=0 -17.8515 -733.796 -3408.75 -2654.64 -31093.6 -339.147 -3265.81 4409.72 32409.2 -4953.03 82597.2 11821.7 42199 16304.7 -15090.2 28724.7 39202.5 20969.3 4572.93 77503.8 -37075.4 -5401.29 95254.9 -16627.9 -3304.13 -660.165 25836 -9315.68 -17519.4
internal_weight=0 3.39908e+06 129357 16631 16190 441 112726 15954 2875 746 13079 217 529 116 508 144 364 314 271 222 50 50 2129 49 172 11818 8208 481 3610 185
internal_count=4318164 3399081 129357 16631 16190 441 112726 15954 2875 746 13079 217 529 116 508 144 364 314 271 222 50 50 2129 49 172 11818 8208 481 3610 185
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=31
num_cat=0
split_feature=3 1 0 0 0 5 5 3 0 5 5 1 5 5 0 3 5 1 0 0 5 5 2 0 5 5 1 5 2 0
split_gain=5.19637e+11 4.26686e+12 1.55147e+13 1.48051e+13 1.60009e+13 1.51343e+13 3.6561e+13 2.53095e+13 2.33717e+13 1.40034e+13 1.39181e+13 4.55854e+13 3.17234e+13 2.15237e+13 1.38798e+13 2.42886e+13 1.33514e+13 1.32398e+13 1.2044e+13 2.56579e+13 1.95657e+13 2.43724e+13 2.08426e+13 2.02834e+13 1.26788e+13 2.28414e+13 2.05399e+13 1.24509e+13 3.47259e+13 2.35642e+13
threshold=3.5000000000000004 35.911716050000003 59.846652800000008 54.811549550000009 54.725565150000001 112.04500000000002 123.15000000000002 2.5000000000000004 54.736324100000012 67.00500000000001 105.35000000000001 30.434657650000002 101.05000000000001 125.85000000000001 59.609407350000005 2.5000000000000004 56.505000000000003 33.101335500000005 60.035045000000004 60.042666650000008 88.015000000000015 92.035000000000011 2.5000000000000004 60.003414000000006 118.33500000000002 142.05000000000004 30.323743050000001 76.00500000000001 1.5000000000000002 59.896318000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6 -9 12 13 14 -12 15 16 -5 -16 20 -20 27 -22 23 -23 26 -26 -24 -4 -29 -30
right_child=-2 -3 18 10 5 6 -8 9 -10 -11 11 -13 -14 -15 17 -17 -18 -19 19 -21 21 22 24 -25 25 -27 -28 28 29 -31
leaf_value=-3697.1525879467927 -8.4914296596424457 240.95353280238521 7096.7099193661561 758.14722444114807 141317.3828804348 164002.98179347828 15007.335769127156 13055.101410452928 26087.923014322918 -33048.291122409515 -176212.25107421877 39629.096921793622 99732.457291666666 -50072.059879032262 -277.21212750163778 -26108.396588486277 -26808.603968353978 -59304.510687099362 -92691.255090725812 -1393.519177147049 -76847.673565204328 1846.2927830938083 48774.099221540178 87285.565423387103 -113070.84520531632 15178.608277529764 -50314.418509615389 -24440.004537609013 131553.37530241936 37000.669830322266
leaf_weight=1304 4074053 231091 2326 923 23 23 58 158 75 113 24 36 27 31 1481 955 217 39 31 4383 52 268 35 31 41 21 52 86 31 176
leaf_count=1304 4074053 231091 2326 923 23 23 58 158 75 113 24 36 27 31 1481 955 217 39 31 4383 52 268 35 31 41 21 52 86 31 176
internal_value=0 141.716 -1619.64 -5664.3 1913.65 18172.5 57314.7 9580.33 53131.6 -6168.82 -9224.9 -47853.6 -8259.71 -105115 -9066.29 -14344.3 -4489.21 -1791.73 1326.47 -2034.71 6083.22 -12043.7 -4521.77 10704.5 -35076.6 -69631.5 -10451.2 9543.86 28970.8 51160.7
internal_weight=0 244111 13020 5487 1754 450 81 369 98 271 3733 91 3642 55 3615 2095 1140 1520 7533 4414 3119 500 448 299 149 62 87 2619 293 207
internal_count=4318164 244111 13020 5487 1754 450 81 369 98 271 3733 91 3642 55 3615 2095 1140 1520 7533 4414 3119 500 448 299 149 62 87 2619 293 207
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=31
num_cat=0
split_feature=5 4 0 0 5 3 5 0 3 1 6 3 4 0 1 4 0 1 1 4 1 0 0 3 1 0 0 0 1 0
split_gain=4.89955e+11 5.07248e+12 6.52847e+12 1.42719e+13 8.82193e+12 6.14263e+12 5.27898e+12 7.54584e+12 1.56569e+13 1.67834e+13 5.26968e+12 4.60285e+12 8.44939e+12 2.72481e+13 6.27115e+12 6.0051e+12 5.02485e+12 4.83425e+12 1.1534e+13 1.705e+13 1.2425e+13 1.58872e+13 6.28713e+13 1.83526e+13 1.19521e+13 2.02906e+13 1.62075e+13 3.15874e+13 2.22573e+13 1.47786e+13
threshold=33.57500000000001 1.5000000000000002 45.047272400000004 45.03656895000001 19.650000000000002 25.500000000000004 33.005000000000003 44.039893800000009 12.500000000000002 39.767857750000005 1.5000000000000002 3.5000000000000004 3.5000000000000004 55.141517900000004 43.048525950000005 2.5000000000000004 55.86787755000001 37.792847950000002 37.362912300000012 3.5000000000000004 37.559851850000008 55.657530000000008 55.784980300000008 8.5000000000000018 37.615058950000012 55.751981950000008 55.777112100000004 55.719391050000006 37.692869000000009 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 11 -1 8 9 -8 -9 12 14 -14 15 -4 -17 18 -13 20 21 -20 -23 -24 25 -22 27 28 -26 -28
right_child=-2 2 5 4 -6 -7 7 10 -10 -11 -12 17 13 -15 -16 16 -18 -19 19 -21 24 22 23 -25 26 -27 29 -29 -30 -31
leaf_value=74.69139217074239 -13.648323077313776 1111.9873801523324 -3139.8212042973664 76268.203110483533 18794.254568481447 35930.010213712369 63307.578664852532 -783.43614243081743 -40881.433693560437 -18.965642306170889 2780.6470173250764 -4911.9319107813553 -30966.003365384615 115250.42899609376 3940.4389147689035 -16046.116405101104 -67861.599239095056 -5228.2018217588047 1306.4731064967107 -73945.975710227271 10435.502262573244 218499.33624999999 92465.409692382818 4420.139213276957 85314.091877297789 -101759.44803240741 93461.151752533799 -88564.220396959456 -14277.993417080967 14721.149320778917
leaf_weight=575607 3709212 2352 1490 37 96 41 89 6278 34 79 12230 1208 26 25 1689 85 24 6994 95 22 40 20 32 91 34 27 37 37 66 67
leaf_count=575607 3709212 2352 1490 37 96 41 89 6278 34 79 12230 1208 26 25 1689 85 24 6994 95 22 40 20 32 91 34 27 37 37 66 67
internal_value=0 83.1338 -1756.08 2914.11 34783.2 -2711.25 128.424 1781.5 21004.5 33529 1571.69 -2842.09 317.644 40708.7 -308.86 -4797.33 -27455 -4045.1 614.05 12366.5 15844.3 33005.2 54063.7 27326.2 2583.6 -34777.4 12970.3 -9624.41 19583.3 42734.4
internal_weight=0 608952 14635 2485 133 12150 594317 18710 202 168 18508 12109 3339 51 3288 1599 109 8770 1776 568 546 238 143 123 308 67 241 137 100 104
internal_count=4318164 608952 14635 2485 133 12150 594317 18710 202 168 18508 12109 3339 51 3288 1599 109 8770 1776 568 546 238 143 123 308 67 241 137 100 104
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=31
num_cat=0
split_feature=0 5 0 5 1 6 3 5 0 1 0 3 1 0 5 0 1 3 1 0 1 0 5 5 3 0 3 3 1 4
split_gain=4.98767e+11 4.90241e+12 1.60156e+13 1.04152e+13 9.14052e+12 9.16954e+12 1.24857e+13 2.03048e+13 8.9261e+12 8.5139e+12 8.38112e+13 4.2854e+13 4.21902e+13 6.17e+13 3.67034e+13 3.20568e+13 4.90116e+13 3.55279e+13 2.92543e+13 3.88519e+13 7.42916e+13 1.08636e+14 8.16402e+13 6.71579e+13 6.64118e+13 6.03012e+13 1.36841e+14 1.31682e+14 1.06878e+14 5.88917e+13
threshold=45.067452850000002 43.205000000000005 45.005863250000004 39.355000000000011 39.080602550000002 1.5000000000000002 17.500000000000004 42.605000000000011 45.055827000000008 39.021425200000003 45.053747000000008 7.5000000000000009 39.016372550000007 45.047272400000004 82.00500000000001 45.055827000000008 38.92948375000001 16.500000000000004 39.071052600000009 45.022371150000005 39.036172050000012 45.029420750000007 107.05000000000001 77.00500000000001 17.500000000000004 45.005863250000004 16.500000000000004 17.500000000000004 39.047276750000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 12 18 -12 15 -14 -13 -3 17 -17 19 25 23 22 24 -21 -22 -11 -27 28 -28 -26
right_child=-2 9 3 4 -6 -7 -8 -9 -10 10 11 14 13 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=288.92926579987284 11.608051678179669 -341.58539841756874 -826.22054674332219 -19477.068196469652 778.74205700786888 -3493.4703167263392 -4520.6471955889747 -49886.359516090568 2403.4063103158132 -1094.1943899278097 8243.2206742849485 -7740.703695013226 -498.20926427005645 25653.95424283138 -24129.316614019328 -6148.1380738510925 5463.8614214766967 -56717.807481581498 -171.58755249226553 1360.5180691358619 -11424.510255812598 -42560.396667077155 -84709.644672851573 33839.367116604692 14053.71873340339 4084.4476995369005 113598.98361983211 22599.810509630079 -3863.7381165747556 87635.644154043417
leaf_weight=96074 3867038 97487 43946 558 4166 16019 1680 172 280 4234 1459 10282 1986 1653 1576 2530 20459 147 132303 4244 1143 908 110 749 641 4180 322 1585 102 131
leaf_count=96074 3867038 97487 43946 558 4166 16019 1680 172 280 4234 1459 10282 1986 1653 1576 2530 20459 147 132303 4244 1143 908 110 749 641 4180 322 1585 102 131
internal_value=0 -99.5038 -538.006 -1726.96 -3457.4 -4400.68 -9803.12 -18589.8 -12166.2 148.318 -324.814 -7929.03 772.636 11381.3 -9918.85 452.589 3798.96 -8925.03 347.366 4089.21 -1187.57 -13819.4 -932.135 6232.67 3880.15 8101.86 14393 35841.4 85341.4 26539.8
internal_weight=0 451126 162895 66821 22875 18709 2690 1010 838 288231 163969 13317 124262 3639 11858 120623 23136 2677 150652 18349 7926 2933 2025 4993 1915 10423 6189 2009 424 772
internal_count=4318164 451126 162895 66821 22875 18709 2690 1010 838 288231 163969 13317 124262 3639 11858 120623 23136 2677 150652 18349 7926 2933 2025 4993 1915 10423 6189 2009 424 772
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 3 5 2 2 2 5 2 3 3 5 5 2 5 5 2 1 0 5 3 2 5 5 5 5
split_gain=5.14794e+11 8.34369e+12 3.34742e+13 2.81947e+13 3.79651e+13 4.18564e+13 4.58805e+13 2.29102e+13 3.47879e+13 3.74232e+13 2.53541e+13 3.48409e+13 4.28567e+13 3.30784e+13 4.8255e+13 3.20832e+13 2.81372e+13 2.66531e+13 3.82602e+13 2.49578e+13 5.59886e+13 2.16395e+13 3.60575e+13 3.38448e+13 2.09008e+13 2.07055e+13 2.98422e+13 2.45775e+13 7.88093e+13 4.39206e+13
threshold=38.92948375000001 38.959914000000005 45.073740550000004 45.063245200000004 19.500000000000004 63.855000000000011 4.5000000000000009 65.50500000000001 11.500000000000002 12.500000000000002 6.5000000000000009 116.06000000000002 3.5000000000000004 15.500000000000002 13.500000000000002 94.040000000000006 177.02500000000003 3.5000000000000004 132.05000000000004 84.030000000000015 4.5000000000000009 38.950530550000003 55.795550600000006 78.010000000000005 17.500000000000004 7.5000000000000009 103.45000000000002 103.45000000000002 102.01000000000001 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8 -10 11 12 -9 14 -12 -16 17 18 -13 -14 -21 -4 23 -23 25 26 -15 28 -27 -29
right_child=1 -3 21 4 -6 6 7 10 9 -11 13 16 19 24 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=51.011627476826881 -2458.9827888223513 -5.3008194351396654 -2959.7128749694766 456.82900455550521 -26561.724801882752 -48083.162099184789 17585.052681692025 -2703.5791099811427 172418.6857142857 47452.971114309214 13426.354001669848 84779.312020596597 20260.715655934589 -57998.875339226972 -32983.448138427739 -134679.73424171243 1242.3581101190478 34820.029773246955 248836.05446428573 127567.06225183823 24108.352781048947 -16058.062611225248 7356.3478267964892 -65786.210114493544 -14218.153739183368 24687.169544143369 49604.412740384614 -82930.840220905186 225196.3923046875 27285.201977539065
leaf_weight=1356740 15819 2927498 4823 6050 383 115 209 493 35 76 262 44 322 76 192 37 42 41 21 85 136 2439 659 145 223 986 39 58 20 96
leaf_count=1356740 15819 2927498 4823 6050 383 115 209 493 35 76 262 44 322 76 192 37 42 41 21 85 136 2439 659 145 223 986 39 58 20 96
internal_value=0 -23.3704 -1582.6 171.697 4316.18 5540.68 14065.4 16111.5 41613.6 86856.6 13539.6 25125.6 18641.9 6642.84 -15882.4 -49414.7 70511.1 97957.2 137782 38021.9 63900.2 -7206.98 -13523.5 -18848.5 14026 18965.9 -21507.3 22978.3 28673.4 -14224.7
internal_weight=0 2.96142e+06 33926 25860 10041 9658 3608 3493 320 111 3173 1184 1036 1989 491 229 148 106 65 543 221 8066 3243 2584 1498 1275 115 1160 1006 154
internal_count=4318164 2961424 33926 25860 10041 9658 3608 3493 320 111 3173 1184 1036 1989 491 229 148 106 65 543 221 8066 3243 2584 1498 1275 115 1160 1006 154
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=31
num_cat=0
split_feature=5 2 6 0 0 5 2 0 1 3 0 0 3 0 5 4 4 5 5 1 2 3 0 5 0 5 0 1 1 1
split_gain=5.04777e+11 5.41218e+12 1.62473e+13 2.1486e+13 3.32544e+13 5.36048e+13 6.02908e+13 4.04284e+13 3.01071e+13 2.99264e+13 5.08158e+13 2.82553e+13 2.31417e+13 5.08036e+13 3.66629e+13 7.93659e+13 4.9056e+13 4.35407e+13 5.7493e+13 3.1739e+13 2.48217e+13 2.1046e+13 2.33858e+13 2.14823e+13 2.03043e+13 2.02885e+13 6.49114e+13 3.42217e+13 3.27346e+13 2.27619e+13
threshold=64.020000000000024 11.500000000000002 1.5000000000000002 59.820733200000006 59.853570100000006 102.01000000000001 20.500000000000004 59.834458500000004 30.362552800000003 18.500000000000004 59.846652800000008 57.265292900000006 23.500000000000004 59.834458500000004 79.010000000000005 2.5000000000000004 2.5000000000000004 70.00500000000001 67.990000000000023 30.332994000000003 12.500000000000002 12.500000000000002 57.131524800000008 79.730000000000018 59.834458500000004 78.710000000000022 44.678200800000006 37.275078000000001 37.342273500000012 103.85249100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 11 5 6 12 -7 -8 10 -9 21 14 -14 16 -16 17 18 -5 -18 -15 22 -4 25 -10 29 -27 -28 -29 -23
right_child=1 2 3 4 -6 7 8 9 24 -11 -12 -13 13 20 15 -17 19 -19 -20 -21 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=18.126882110101779 42.002443957108667 508.0801118552144 -10214.866570041464 24525.936418876263 686.40011026002821 -95620.160106621421 -49851.712753295898 -171086.88804347828 110696.88041548297 36927.327035920513 14622.314355766483 -16124.190329941837 -10277.695497952976 206566.85425967263 -83286.465020161297 89606.387679476349 -71066.318116999246 -24308.726994554927 146727.55648454939 14668.937571614582 87278.375874165664 -2952.0991803631659 -72670.268529485897 222.04798875130697 -3584.5505048643872 -163494.61953125001 75503.658030523264 -99949.020330255677 -12081.702403257968 34162.726798404554
leaf_weight=3370694 790531 71729 1816 99 8084 61 128 23 22 92 41 1408 52 21 31 185 83 66 63 90 103 36047 62 35133 53 29 43 44 1165 166
leaf_count=3370694 790531 71729 1816 99 8084 61 128 23 22 92 41 1408 52 21 31 185 83 66 63 90 103 36047 62 35133 53 29 43 44 1165 166
internal_value=0 -64.4877 -600.898 -1534.43 3003.1 18442.7 28255 -26594.5 -20372.8 396.35 -52116.9 -2090.13 40703.2 72688.3 31579.5 64793.1 13688.8 44155.8 72048.8 -26464.2 107480 -1824.92 -12276.8 -1554.65 29938 -3219.47 -15587.5 -12161.6 -15279.5 -2781.97
internal_weight=0 947470 156939 85210 9297 1213 996 217 203 156 64 75913 793 176 617 216 401 228 162 173 124 74505 1878 72627 75 37494 1281 1252 1209 36213
internal_count=4318164 947470 156939 85210 9297 1213 996 217 203 156 64 75913 793 176 617 216 401 228 162 173 124 74505 1878 72627 75 37494 1281 1252 1209 36213
is_linear=0
shrinkage=0.1


Tree=3577
num_leaves=31
num_cat=0
split_feature=0 2 1 5 3 6 0 1 1 3 3 5 5 5 2 1 6 1 4 5 1 1 4 2 3 1 3 5 5 5
split_gain=4.7309e+11 2.10829e+12 1.35308e+13 3.34075e+12 2.82259e+12 5.20558e+12 2.69537e+12 8.10458e+12 1.14029e+13 1.17041e+13 1.58927e+13 1.32926e+13 1.7772e+13 9.61947e+12 9.64834e+12 9.29039e+12 1.54948e+13 1.88025e+13 8.30288e+12 1.02402e+13 1.13488e+13 1.63996e+13 8.06008e+12 7.57318e+12 7.37369e+12 6.28193e+12 6.03071e+12 6.69369e+12 5.94988e+12 9.63349e+12
threshold=61.785186750000001 15.500000000000002 40.247294600000011 72.705000000000013 16.500000000000004 1.5000000000000002 63.563300600000012 53.664171200000006 38.058342000000003 3.5000000000000004 8.5000000000000018 63.145000000000003 81.910000000000011 49.010000000000012 4.5000000000000009 53.243495500000009 1.5000000000000002 40.247294600000011 2.5000000000000004 67.990000000000023 65.659480050000013 86.067573200000012 3.5000000000000004 7.5000000000000009 9.5000000000000018 33.101335500000005 1.5000000000000002 36.995000000000012 103.45000000000002 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 23 8 -8 -10 11 15 -13 -9 18 16 -11 -18 -15 -20 -21 -22 -14 25 -16 -2 27 -27 29 -12
right_child=1 2 3 -5 5 -7 7 13 9 10 28 12 22 14 24 -17 17 -19 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.7540783189131823 -19925.55199066798 78700.389412434903 12159.727630208334 -36326.365351924193 -3974.007821969697 -43039.195530523255 -3380.6911816562847 2153.598221178469 -22847.326785555753 24274.762401571767 2555.6835010461214 54303.019777990936 -47777.938294719832 -8787.8748753201689 -9986.4951350456304 23622.153184093586 31982.555190022787 -18300.284598869555 8743.9049004023163 -12032.447625815026 76143.215120442721 1845.6349963378907 34741.01245605469 6237.3095628663732 -58504.180142211917 9171.2962986680341 -1449.037704179518 -30272.296575342469 -38692.440303308824 47329.29074856505
leaf_weight=4288474 192 24 30 27 165 43 1676 4167 132 253 2492 169 29 973 1484 418 96 330 1132 665 36 170 20 1226 32 61 13419 146 34 49
leaf_count=4288474 192 24 30 27 165 43 1676 4167 132 253 2492 169 29 973 1484 418 96 330 1132 665 36 170 20 1226 32 61 13419 146 34 49
internal_value=0 -397.803 15713.4 -10807.4 -441.878 -12050 -359.756 620.362 3549.27 6437.04 7430.75 16375.1 38928.8 -1306.99 -4517.2 11893.2 4672.67 -6968.94 -1209.4 2472.01 -5679.29 14829.7 -14096.7 -1295.11 -11010.6 -1963.43 -1710.33 -18648.8 2863.05 3419.09
internal_weight=0 29690 81 57 29609 208 29401 14357 5698 4022 3890 1315 218 8659 4492 1097 679 426 2976 2003 871 206 49 15044 1516 13818 13626 207 2575 2541
internal_count=4318164 29690 81 57 29609 208 29401 14357 5698 4022 3890 1315 218 8659 4492 1097 679 426 2976 2003 871 206 49 15044 1516 13818 13626 207 2575 2541
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=31
num_cat=0
split_feature=3 4 0 0 1 1 1 1 0 1 1 0 0 1 5 5 0 5 5 0 1 5 5 2 5 5 6 5 0 5
split_gain=4.79116e+11 4.26917e+12 4.90494e+12 1.02864e+13 8.22255e+12 1.73295e+13 7.77637e+12 7.49699e+12 5.83944e+12 4.37738e+12 3.61243e+12 1.29505e+13 1.09403e+13 3.88736e+13 2.06978e+13 2.04798e+13 1.33988e+13 1.09806e+13 1.10563e+13 1.03544e+13 1.45198e+13 1.27148e+13 3.1049e+13 1.18676e+13 2.16743e+13 1.16108e+13 1.02162e+13 1.69579e+13 1.01315e+13 3.48586e+13
threshold=3.5000000000000004 5.5000000000000009 59.950068600000009 55.946414150000003 37.417247200000006 38.781124500000011 39.488326500000007 43.048525950000005 58.242297500000006 50.888703650000004 35.911716050000003 59.863160500000006 59.896318000000008 30.243224600000001 55.005000000000003 50.005000000000003 59.882016200000002 81.910000000000011 69.610000000000014 54.811549550000009 34.359746700000009 150.04500000000004 137.05000000000004 2.5000000000000004 65.905000000000015 60.310000000000009 1.5000000000000002 43.810000000000009 54.725565150000001 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 -6 -7 -8 -5 -9 11 19 13 14 -13 -15 -17 18 -16 20 21 22 26 -21 25 -25 27 -1 -28 -30
right_child=-2 2 -4 8 5 6 7 9 -10 -11 -12 12 -14 15 17 16 -18 -19 -20 23 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=3436.8071462402349 -8.1536318857015289 -59286.089968749999 32097.196413352271 -89074.466956018528 70691.763854166667 -71158.610117187505 30789.291396484376 -45856.103577302631 -19669.539346590911 8695.2541015625011 240.66871608795941 22763.964000086635 284.87056814486738 17177.105673647278 78081.091920731706 -85067.668619791672 -15466.12904369213 23089.849843750002 167308.75907738096 -5235.7832241754622 -28795.836523811187 -53901.264864864868 113776.78269230771 -14597.881673270927 -50998.931492989366 34442.208328419816 1465.9386763590776 -54544.470451274668 10296.928215332031 109145.132109375
leaf_weight=150 4074053 25 22 27 30 20 40 38 22 24 230884 124 6900 135 41 42 81 20 21 3101 147 37 26 542 167 53 946 76 330 40
leaf_count=150 4074053 25 22 27 30 20 40 38 22 24 230884 124 6900 135 41 42 81 20 21 3101 147 37 26 542 167 53 946 76 330 40
internal_value=0 136.079 -12977.6 -17365.4 -6140.37 2600.7 -14143 -2963.47 -57913.1 -24739.4 149.415 -1473.9 1284.39 16147.9 48540.5 -9715.85 -39232.5 87519.6 108303 -5091.37 1285.14 4040.22 5407.47 -7983.33 -19164.6 -10229.6 3580.23 -16061.3 6953.32 20983.2
internal_weight=0 244111 248 226 177 152 122 102 49 62 243863 12979 7364 464 206 258 123 82 62 5615 1752 1605 1568 3863 762 595 1542 226 1316 370
internal_count=4318164 244111 248 226 177 152 122 102 49 62 243863 12979 7364 464 206 258 123 82 62 5615 1752 1605 1568 3863 762 595 1542 226 1316 370
is_linear=0
shrinkage=0.1


Tree=3579
num_leaves=31
num_cat=0
split_feature=5 3 4 0 0 0 2 2 0 3 3 4 4 0 1 1 0 4 1 4 6 1 4 2 2 2 2 4 3 1
split_gain=4.79012e+11 1.60654e+12 1.57159e+12 1.66434e+12 1.1295e+13 4.28149e+12 6.95358e+12 8.89517e+12 6.16983e+12 1.22144e+13 1.18695e+13 1.61599e+13 8.5661e+12 8.15567e+12 3.79873e+12 1.29127e+13 6.4195e+12 2.63626e+13 1.43255e+13 9.18835e+12 1.96157e+13 9.3185e+12 1.67799e+13 8.91599e+12 7.3639e+12 4.26511e+12 1.25159e+13 7.27872e+12 1.71642e+13 6.20507e+12
threshold=225.45000000000002 27.500000000000004 8.5000000000000018 45.254062050000009 45.067452850000002 45.055827000000008 1.5000000000000002 16.500000000000004 45.029420750000007 4.5000000000000009 7.5000000000000009 3.5000000000000004 4.5000000000000009 45.040161900000008 43.574807850000006 43.808567100000012 44.039893800000009 2.5000000000000004 39.925119750000007 2.5000000000000004 1.5000000000000002 38.633372000000001 4.5000000000000009 16.500000000000004 3.5000000000000004 4.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 47.473138800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 14 -10 12 -12 -11 -13 16 -16 17 -2 -19 24 -21 -22 -23 -24 -18 26 27 -17 -29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 11 13 -14 -15 15 25 19 18 -20 20 21 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=-1.0468772533709954 -95236.404328547302 -21999.942877604168 -26742.610458984378 203.12582061109205 39744.6494140625 34171.740624999999 -51281.546757812503 13356.17518939394 -46560.049832589284 123942.67544642858 -49432.678240740745 10204.302043269232 33619.955877976194 93992.421763392864 68349.277246093756 10809.796442538176 57612.949895368307 45599.628201219515 -57632.026718750007 80458.454941406264 15574.570198170733 -92851.471354166672 -41395.7493359375 31429.230475484914 1069.0530531939337 -12840.23414030998 17517.850455729167 20484.915519531249 -100624.78842995384 88030.317919921887
leaf_weight=4313902 37 30 20 3152 85 22 60 33 21 21 27 26 21 21 32 110 42 41 20 20 41 39 40 29 51 124 24 25 22 26
leaf_count=4313902 37 30 20 3152 85 22 60 33 21 21 27 26 21 21 32 110 42 41 20 20 41 39 40 29 51 124 24 25 22 26
internal_value=0 1059.62 1223.09 1355.88 4783.7 1735.82 -16385.7 -28345.6 4159.05 23617 36321.4 12222.6 78781.3 47641.5 472.005 7690.52 -6806.67 -28640.8 11753.2 1360.31 -12531.7 -25013.6 -40422.1 -10788.1 26605 1826.23 10611.9 -3264.62 -36204.7 54184.3
internal_weight=0 4262 4232 4212 1060 975 115 93 860 137 116 74 42 47 723 363 360 98 61 262 169 149 108 69 93 331 207 157 47 50
internal_count=4318164 4262 4232 4212 1060 975 115 93 860 137 116 74 42 47 723 363 360 98 61 262 169 149 108 69 93 331 207 157 47 50
is_linear=0
shrinkage=0.1


Tree=3580
num_leaves=31
num_cat=0
split_feature=5 2 1 1 3 3 3 3 5 5 2 5 5 5 0 2 3 1 3 0 1 0 0 2 0 0 0 3 5 0
split_gain=4.70161e+11 4.70591e+12 7.5998e+12 4.88041e+13 6.58952e+13 2.26399e+13 3.36784e+13 3.01044e+13 3.02828e+13 5.4389e+13 5.12589e+13 5.54755e+13 4.07267e+13 3.92249e+13 4.00637e+13 3.52744e+13 5.0037e+13 4.36808e+13 3.19138e+13 2.59212e+13 2.34028e+13 3.51996e+13 3.13495e+13 2.23541e+13 3.32956e+13 6.24999e+13 5.02821e+13 2.91978e+13 2.2439e+13 3.93481e+13
threshold=87.395000000000024 8.5000000000000018 38.959914000000005 38.984911950000004 11.500000000000002 19.500000000000004 24.500000000000004 16.500000000000004 177.02500000000003 128.92000000000004 3.5000000000000004 137.05000000000004 104.75000000000001 110.05000000000001 45.022371150000005 7.5000000000000009 12.500000000000002 38.969379750000009 15.500000000000002 45.03656895000001 38.969379750000009 45.063245200000004 45.055827000000008 5.5000000000000009 45.03656895000001 45.055827000000008 45.067452850000002 10.500000000000002 98.020000000000024 45.013473000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 23 7 -7 8 9 12 -11 -12 18 14 -14 16 -15 -18 -6 -13 22 -22 -20 28 27 -26 -27 -25 29 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 11 19 13 15 -16 -17 17 -19 20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=8.0563461770271729 1094.7936707678246 -792.88708075306477 92683.077886284736 42.938923837731679 -107972.84988659274 -62209.769963589089 15686.902824850644 3728.6467350175426 79094.006562500013 4984.6158783783794 -228512.53530405406 -10404.713607295867 -6270.4312772529074 32332.217691824779 129459.1420099432 71140.249886924343 -17005.72462827621 -139428.14269886364 -170547.23614783655 -156426.32468749999 36612.950534167925 -38047.853015668465 -34696.718343431123 134084.0207540761 -117505.01941287878 85653.318235085229 -22186.443406479782 -10644.130078125001 5213.2147950910557 -32594.248939527206
leaf_weight=4075234 57230 75134 27 107279 62 302 68 383 25 37 37 31 43 70 44 38 62 55 26 20 83 264 49 46 33 88 85 20 938 351
leaf_count=4075234 57230 75134 27 107279 62 302 68 383 25 37 37 31 43 70 44 38 62 55 26 20 83 264 49 46 33 88 85 20 938 351
internal_value=0 -135.148 159.368 -324.817 -12327.4 -26015.9 -47893.6 -19925 -29501.5 -32449.3 -93772.8 -135296 -22819.3 5353.38 62374.4 -16694.7 -34543.6 -74554.7 -40980.3 -67668.1 -31137.7 -20189.5 -81791.6 2317.9 28415.3 8611.55 32668.5 90227 -3076.1 -23645.9
internal_weight=0 242930 167796 110566 3287 1699 370 1329 946 921 125 88 796 312 87 225 187 117 484 51 422 347 75 1588 272 206 173 66 1316 378
internal_count=4318164 242930 167796 110566 3287 1699 370 1329 946 921 125 88 796 312 87 225 187 117 484 51 422 347 75 1588 272 206 173 66 1316 378
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 3 5 0 0 5 3 5 0 5 5 5 3 5 3 5 6 5 6 4 4 5 0 0 6 5
split_gain=5.08126e+11 8.64486e+12 2.51265e+13 6.30708e+13 2.27677e+13 1.93577e+13 3.28597e+13 1.53074e+13 3.42064e+13 1.74184e+13 1.34682e+13 1.19969e+13 1.54231e+13 3.23609e+13 1.51316e+13 1.1994e+13 1.11042e+13 1.09199e+13 1.01425e+13 3.0477e+13 1.98738e+13 1.01313e+13 9.47349e+12 1.22592e+13 9.41531e+12 1.35821e+13 1.41253e+13 1.0532e+13 9.32959e+12 2.90692e+13
threshold=50.973130900000008 44.083877800000003 44.660994650000006 48.713222300000005 43.808567100000012 16.500000000000004 80.00500000000001 43.642715500000008 43.465905150000005 62.995000000000012 7.5000000000000009 61.405000000000008 47.425481600000005 100.05000000000001 102.01000000000001 48.510000000000012 9.5000000000000018 94.040000000000006 4.5000000000000009 68.52500000000002 1.5000000000000002 74.610000000000014 1.5000000000000002 3.5000000000000004 2.5000000000000004 52.020000000000003 47.425481600000005 44.678200800000006 1.5000000000000002 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 -1 -5 -7 8 22 -10 11 24 14 18 -13 -6 -12 -8 21 -20 -21 -14 23 -3 25 -9 -27 -26 29 -18
right_child=-2 2 -4 5 15 6 17 10 9 -11 16 12 13 -15 -16 -17 28 -19 19 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=12.584798079206537 -16.892251317015912 5003.1198867916601 107.39818687141882 16720.969165771603 -1863.7906302211024 26158.901759474491 169415.38480918886 4349.2024584993151 -14771.310180151164 -70794.380715238134 -7862.2364486961105 15131.33721022495 43216.881328125004 164276.32269531253 -50250.768792229734 -18010.681135193045 2861.924841140717 79975.625205532357 -13436.345895565259 17926.428593750003 130048.40713117733 -51452.710456730769 -3617.2847698235237 55709.076656250007 29675.077408673686 9125.4428494019139 49344.454187176685 -14939.531221999488 15302.417178703598 -92641.377251838247
leaf_weight=787527 3475398 1028 40961 2058 811 213 20 1788 119 104 1144 817 20 20 37 1063 509 43 51 25 43 26 2914 50 62 213 148 361 557 34
leaf_count=787527 3475398 1028 40961 2058 811 213 20 1788 119 104 1144 817 20 20 37 1063 509 43 51 25 43 26 2914 50 62 213 148 361 557 34
internal_value=0 69.6603 1301.48 5244.61 -13.6129 20056.1 44924.3 1811.65 -2783.51 -40898.7 5119.7 8900.54 17969.3 44146.4 12298.6 -11022.9 -964.367 108369 29585.2 44999.9 88827.1 -10292 -654.335 7354.97 5237.07 7921.39 25614.1 -8400.27 6209.42 -3118.02
internal_weight=0 842766 53365 12404 789401 2334 276 10070 4215 223 5855 3611 1039 185 854 1874 2244 63 165 119 68 46 3992 1078 2572 2149 361 423 1100 543
internal_count=4318164 842766 53365 12404 789401 2334 276 10070 4215 223 5855 3611 1039 185 854 1874 2244 63 165 119 68 46 3992 1078 2572 2149 361 423 1100 543
is_linear=0
shrinkage=0.1


Tree=3582
num_leaves=31
num_cat=0
split_feature=0 1 1 3 0 3 3 0 3 3 0 2 3 6 5 3 3 2 0 2 5 5 5 3 2 4 3 3 2 5
split_gain=5.18177e+11 7.03403e+12 1.87701e+13 5.51664e+13 6.92379e+13 4.97077e+13 1.01851e+14 7.41743e+13 1.03093e+14 4.40934e+13 3.97926e+13 3.40106e+13 4.88008e+13 3.21631e+13 5.19032e+13 5.46736e+13 3.63118e+13 4.58355e+13 2.97654e+13 3.26089e+13 2.91591e+13 7.47786e+13 4.3041e+13 3.66386e+13 3.27701e+13 2.84461e+13 6.73304e+13 9.76655e+13 6.11215e+13 5.62974e+13
threshold=47.236539400000005 39.739656000000004 39.726951800000002 19.500000000000004 43.592450450000008 12.500000000000002 16.500000000000004 46.672631750000008 14.500000000000002 21.500000000000004 43.592450450000008 6.5000000000000009 23.500000000000004 1.5000000000000002 51.015000000000008 15.500000000000002 16.500000000000004 12.500000000000002 46.672631750000008 13.500000000000002 78.710000000000022 65.50500000000001 34.920000000000009 18.500000000000004 8.5000000000000018 2.5000000000000004 6.5000000000000009 8.5000000000000018 3.5000000000000004 81.910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 -6 7 8 -7 10 -5 12 -11 14 -4 -16 17 25 19 -12 21 22 -18 -22 -23 -15 -27 29 -29 -28
right_child=-2 -3 3 9 5 6 -8 -9 -10 11 18 -13 -14 16 15 -17 20 -19 -20 -21 23 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=165.63257265294038 -15.353558496022993 -497.67209594066827 13929.331214832126 6067.5593549679488 -660.94123937170843 -232437.4820612981 4943.4767792313187 -35266.462584310248 -46552.491145368309 140352.76141442588 138543.19670382724 3468.3669420150836 24670.528956298829 19116.078680254774 51062.014941406254 207979.88566176471 57291.379374999997 137955.32221354169 38672.572043288128 38869.478455528842 -194322.26130952383 187620.63135190218 -67744.387418241284 -9658.0713778409099 18813.769361413044 -45999.903984036799 276808.30582386366 -159762.33618607954 21914.788054220087 55342.752539062501
leaf_weight=534537 3609165 163282 168 156 5600 52 540 351 70 43 89 1126 240 1737 64 34 35 30 159 52 21 23 129 22 23 231 22 22 117 24
leaf_count=534537 3609165 163282 168 156 5600 52 540 351 70 43 89 1126 240 1737 64 34 35 30 159 52 21 23 129 22 23 231 22 22 117 24
internal_value=0 78.1574 250.449 4305.7 1162.55 -4348.37 -24732.9 -58613 -125782 20004.6 47033 11257.3 42247.7 14650.2 47667 105503 11044.9 15201.4 68335 101784 -24818.5 -9456.36 -41059.9 -99842.9 103217 13490.9 -9996.9 34958.2 -6839.86 161261
internal_weight=0 708999 545717 11180 9315 6613 1013 473 122 1865 456 1409 283 2702 266 98 2436 2183 300 141 253 210 164 43 46 2153 416 185 139 46
internal_count=4318164 708999 545717 11180 9315 6613 1013 473 122 1865 456 1409 283 2702 266 98 2436 2183 300 141 253 210 164 43 46 2153 416 185 139 46
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=31
num_cat=0
split_feature=1 5 5 3 2 0 0 0 0 3 6 6 0 3 5 1 0 0 3 0 0 0 0 5 3 5 5 5 0 3
split_gain=4.89124e+11 6.8361e+12 6.48699e+12 8.37013e+12 7.60956e+12 7.27021e+12 1.31826e+13 7.45401e+12 8.60505e+12 7.01191e+12 9.41644e+12 6.78549e+12 1.71833e+13 2.41092e+13 2.60555e+13 2.05367e+13 3.77844e+13 3.01168e+13 4.68017e+13 5.16153e+13 3.20589e+13 4.0129e+13 2.69899e+13 4.53151e+13 3.36615e+13 3.17109e+13 2.74032e+13 3.24831e+13 2.2673e+13 3.57632e+13
threshold=30.102666750000001 32.005000000000003 36.515000000000008 15.500000000000002 7.5000000000000009 59.939091550000008 60.693675950000006 59.755965500000009 59.820733200000006 5.5000000000000009 1.5000000000000002 1.5000000000000002 54.708501450000007 14.500000000000002 82.00500000000001 28.619594500000002 60.052595500000002 59.904813200000007 8.5000000000000018 60.003414000000006 59.916647550000008 59.982527000000012 59.755965500000009 73.995000000000019 3.5000000000000004 105.35000000000001 137.05000000000004 150.04500000000004 59.820733200000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 -3 9 -9 -11 -4 13 -13 -15 -14 17 22 19 20 -19 -22 23 -17 -24 28 -27 -28 29 -26
right_child=-2 2 11 4 -6 6 -8 8 -10 10 -12 12 15 14 -16 16 -18 18 -20 -21 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=3881.7594743655554 3.8076163318973499 -6036.4804618424223 1029.6692814887126 23194.115527589121 -2307.5001574449138 -23368.543950347899 13090.241803125 -16934.695436789774 791.95918572538642 7180.7159409466913 76909.358763020835 -13210.257836758783 2156.1268428919116 41993.503585476348 -74851.782527299365 -6993.7017560058594 4767.468078441455 -8263.9235975555166 -67430.15255542376 13257.031142578126 -127558.22839912282 -36653.764883683369 36379.334343204944 -45673.368494907925 -32477.308860640096 118765.8666796875 -74032.184879557288 98525.641796875003 -7332.3756117393787 42759.461957877029
leaf_weight=3652 4263593 2820 21955 199 284 480 125 22 465 34 45 1926 12323 144 22 2250 3339 349 191 435 57 328 258 350 88 40 24 20 2122 224
leaf_count=3652 4263593 2820 21955 199 284 480 125 22 465 34 45 1926 12323 144 22 2250 3339 349 191 435 57 328 258 350 88 40 24 20 2122 224
internal_value=0 -297.486 -597.229 -4233.89 8199.38 -5738.59 -15835.7 -3934.47 6538.45 32995.1 46899.6 -246.913 -1391.35 -10058.6 26508 -581.821 -3930.68 -8242.3 -21536.6 -14038.1 -30214.4 -50112.3 -4879.18 -12200.6 1978.05 -1546.79 58861.6 4403.19 -3631.55 21538.8
internal_weight=0 54571 50919 4474 483 3991 605 3386 566 101 79 46445 24490 2092 166 22398 10075 6736 1360 1169 734 385 5376 2600 2776 2518 84 44 2434 312
internal_count=4318164 54571 50919 4474 483 3991 605 3386 566 101 79 46445 24490 2092 166 22398 10075 6736 1360 1169 734 385 5376 2600 2776 2518 84 44 2434 312
is_linear=0
shrinkage=0.1


Tree=3584
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 0 5 1 1 0 2 3 3 3 5 0 4 3 3 5 5 1 0 3 0 1 3 2
split_gain=4.67386e+11 7.69563e+12 1.77586e+13 1.67694e+13 5.09332e+13 1.44017e+13 3.70282e+13 1.02617e+14 3.39494e+13 3.62325e+13 3.10805e+13 1.83187e+14 1.04813e+14 4.5135e+13 4.43244e+13 4.23411e+13 3.21015e+13 5.39726e+13 4.15517e+13 5.69337e+13 5.13158e+13 5.02909e+13 5.64471e+13 4.59404e+13 1.08585e+14 3.98579e+13 3.88977e+13 4.56623e+13 3.08336e+13 7.2799e+13
threshold=56.635684300000008 56.281985950000006 103.85249100000001 83.761389800000003 65.520339550000017 43.868031300000006 38.633372000000001 56.320495600000008 53.995000000000012 42.09605220000001 44.083877800000003 56.338501050000012 7.5000000000000009 9.5000000000000018 3.5000000000000004 24.500000000000004 47.005000000000003 56.301440000000007 2.5000000000000004 5.5000000000000009 4.5000000000000009 52.710000000000008 51.405000000000008 44.005491150000005 56.338501050000012 16.500000000000004 56.338501050000012 43.94115175000001 25.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 -10 16 12 14 -13 -12 -14 -7 28 19 26 21 22 -20 25 -25 -21 27 -19 29 -18
right_child=-2 2 -4 -5 -6 10 7 -9 9 -11 11 13 15 -15 -16 -17 17 18 20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.5194861121743575 61.877982389556962 -378.37202820636764 -30966.532366912219 5260.8363930592714 -37850.003200060259 -1427.3828349815765 -17369.667497261758 -1923.428597312831 -73320.672367125982 -27138.805873342892 -26316.957532178054 922.84199562619438 -10575.327938616072 -12801.248602954583 -73926.665997438176 81447.595156249998 -3796.4114665356983 -32789.250478433562 -16391.449613037108 20877.712978554802 -391.0678321939281 18991.6583979549 194206.09474330361 40685.563474006864 -87272.383387276786 910.76108884934092 -41538.039312838773 20158.926708795119 -40691.9260604581 105246.30143649195
leaf_weight=3269724 951662 23524 196 4311 376 16101 1830 8086 254 513 292 18725 175 2748 592 70 4901 238 20 2407 6427 860 35 1261 70 1710 258 516 220 62
leaf_count=3269724 951662 23524 196 4311 376 16101 1830 8086 254 513 292 18725 175 2748 592 70 4901 238 20 2407 6427 860 35 1261 70 1710 258 516 220 62
internal_value=0 -17.492 -896.312 -835.289 -1120.11 -969.821 -2595.55 -7477.77 -24771.7 -42432.4 -5.82282 -2897.8 -42159.9 -833.494 -58200.4 15716.9 1857.16 4642.74 7910.13 13759.6 2763.39 24920.4 117625 17805.7 33956 12584.4 -8022.38 3445.84 -4058.11 -2434.2
internal_weight=0 3.3665e+06 96778 96582 92271 91895 34207 10683 2597 767 57688 22602 1129 21473 884 245 35086 18985 13802 6460 7342 915 55 5448 1331 4117 1012 754 5183 4963
internal_count=4318164 3366502 96778 96582 92271 91895 34207 10683 2597 767 57688 22602 1129 21473 884 245 35086 18985 13802 6460 7342 915 55 5448 1331 4117 1012 754 5183 4963
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=31
num_cat=0
split_feature=5 1 1 2 1 5 0 0 3 1 3 0 0 0 5 5 5 3 2 1 2 5 3 5 1 2 3 5 3 2
split_gain=4.68654e+11 2.57637e+12 8.07708e+12 3.85829e+13 1.90326e+13 1.98066e+13 2.96134e+13 1.70681e+13 1.71348e+13 1.33979e+13 3.45765e+13 3.0752e+13 1.5149e+13 1.21465e+13 1.0035e+13 9.84891e+12 1.42057e+13 8.64646e+12 7.27207e+12 3.15717e+13 2.45173e+13 2.18727e+13 6.22164e+13 3.56482e+13 1.41746e+13 4.03927e+13 3.51322e+13 5.125e+13 9.04258e+13 4.68459e+13
threshold=102.01000000000001 30.346469350000003 30.578016350000002 1.5000000000000002 30.451272450000005 125.85000000000001 59.904813200000007 59.932719750000011 6.5000000000000009 33.101335500000005 5.5000000000000009 54.811549550000009 59.755965500000009 58.242297500000006 120.05000000000001 109.05000000000001 116.06000000000002 4.5000000000000009 14.500000000000002 30.323743050000001 12.500000000000002 114.05000000000001 24.500000000000004 125.85000000000001 30.323743050000001 11.500000000000002 7.5000000000000009 114.05000000000001 6.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 3 4 5 6 -3 -8 -9 10 12 -12 13 -4 -14 -13 -17 -7 20 -20 24 22 -22 -23 -2 26 27 29 -29 -26
right_child=1 2 9 -5 -6 17 7 8 -10 -11 11 15 14 -15 -16 16 -18 -19 19 -21 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=5.2873510096393028 -64.324522303893474 151749.17361328125 1501.7831498579546 2113.3054911899007 -30942.032031250001 -36674.556665039061 -26273.55095108696 128268.35667968751 20471.586126077586 -167.37249584507128 1372.8175603693182 -56006.781125000009 28926.241304687501 101600.93992332177 -55067.429509943177 -193767.16889880953 -78781.247052556835 45818.359403935188 -781.20890385059363 48350.418250868061 -27515.62275481609 53067.749299172792 -189022.69369419644 -45698.700140921683 -118841.10932323044 -90362.525000000009 11335.80267839318 7944.1446744526475 -165548.55997924806 -28568.147112090577
leaf_weight=4209727 9218 40 22 3911 27 24 23 30 29 92058 44 25 25 27 33 21 22 27 901 153 161 68 28 79 83 61 587 491 32 187
leaf_count=4209727 9218 40 22 3911 27 24 23 30 29 92058 44 25 25 27 33 21 22 27 901 153 161 68 28 79 83 61 587 491 32 187
internal_value=0 -205.265 -32.9277 4304.07 47144.4 59331.3 81208.2 46798 75283.5 -226.144 -24930.9 -63768.4 15721.5 56658.5 -18863.3 -105919 -134937 6998.16 -1583.91 6350.8 -2344.54 -28941.2 -51442.6 -10.8188 -1506.14 -10729.4 -7209.36 -20937 -2671.09 -56318.7
internal_weight=0 108437 96388 4111 200 173 122 82 59 92277 219 112 107 49 58 68 43 51 12049 1054 10995 336 189 147 10659 1441 1380 793 523 270
internal_count=4318164 108437 96388 4111 200 173 122 82 59 92277 219 112 107 49 58 68 43 51 12049 1054 10995 336 189 147 10659 1441 1380 793 523 270
is_linear=0
shrinkage=0.1


Tree=3586
num_leaves=31
num_cat=0
split_feature=2 6 5 5 0 4 0 2 5 0 0 5 5 5 5 0 3 5 5 3 2 1 5 0 5 5 0 1 5 2
split_gain=4.58988e+11 1.47781e+12 4.24465e+12 5.2968e+12 5.04987e+12 3.35002e+12 3.71945e+12 1.2223e+12 4.41461e+12 2.24323e+12 4.05019e+12 4.19186e+12 2.05751e+12 3.45447e+12 2.0338e+12 1.67372e+12 1.78077e+12 5.98951e+12 5.35901e+12 7.50409e+12 4.07799e+12 2.84208e+12 2.84046e+12 2.56023e+12 1.99268e+12 3.46217e+12 1.23153e+12 1.22719e+12 1.1985e+12 1.16925e+12
threshold=34.500000000000007 1.5000000000000002 79.010000000000005 40.205000000000005 55.806974650000008 1.5000000000000002 56.802385350000009 32.500000000000007 97.050000000000011 55.87722990000001 56.819808050000006 47.815000000000005 42.605000000000011 77.715000000000018 90.015000000000015 55.842510000000011 35.500000000000007 73.010000000000005 58.305000000000007 37.500000000000007 33.500000000000007 37.533784800000006 49.995000000000012 55.745923000000012 49.995000000000012 43.405000000000008 55.664473600000008 37.542000650000013 38.010000000000012 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -3 -7 29 9 14 12 -12 28 -14 15 16 17 20 19 -18 21 22 -9 -24 25 -23 -26 -20 -11 -1
right_child=1 5 -4 4 -6 6 -8 8 -10 10 11 -13 13 -15 -16 -17 18 -19 27 -21 -22 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.2529492160375727 -22685.348437500001 37067.871209881756 -38689.321932870371 90.773651713709683 61934.009035326089 -10345.3994140625 33948.056610576925 -2954.4538725754314 -41640.730696614584 -19641.217737926137 -15345.09332139757 32912.64264322917 -36861.495572916669 8484.2332589285706 31784.844280133926 26888.517689098011 -65309.295181274414 -36610.828546316967 30225.122792119568 820.59839527027043 50755.052656250002 -1630.9288278133313 61277.328338068182 11841.930791015626 5254.1478942871099 44188.261845703128 -21548.734648437501 -1485.3737980769231 12361.4221875 3866.8815839138183
leaf_weight=4316392 37 37 27 31 23 70 26 29 30 22 36 36 84 21 21 22 32 35 23 37 20 94 22 20 24 20 60 26 25 782
leaf_count=4316392 37 37 27 31 23 70 26 29 30 22 36 36 84 21 21 22 32 35 23 37 20 94 22 20 24 20 60 26 25 782
internal_value=0 4276.13 -3870.11 6460.86 26431.4 11503.6 1650.74 -0.248573 -4066.83 -2476.96 -10753.7 8783.77 -20008.3 -27792.3 1345.71 -31.926 -1371.86 2458.69 -11889.6 -29848.3 7190.29 3951.28 21116.3 37736.7 -2203.87 6407.53 -13890.8 13399.1 -2618.54 0.447532
internal_weight=0 251 118 91 54 133 96 4.31791e+06 739 709 224 72 152 105 485 464 442 324 118 69 289 269 71 42 198 114 84 49 47 4.31717e+06
internal_count=4318164 251 118 91 54 133 96 4317913 739 709 224 72 152 105 485 464 442 324 118 69 289 269 71 42 198 114 84 49 47 4317174
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 1 0 1 0 3 4 1 0 0 0 0 5 0 5 5 2 3 3 5 6 5 5 5 5 0
split_gain=4.49121e+11 1.31578e+13 5.88986e+13 5.56219e+13 5.92475e+13 5.2402e+13 9.83719e+13 6.28892e+13 5.35992e+13 4.82359e+13 4.055e+13 3.51597e+13 3.79036e+13 3.33114e+13 4.3787e+13 2.98409e+13 3.94445e+13 2.47134e+13 2.41562e+13 3.11676e+13 3.05693e+13 3.54211e+13 2.37278e+13 4.81233e+13 3.72533e+13 5.22674e+13 3.30602e+13 3.18203e+13 2.45983e+13 2.28277e+13
threshold=50.388877400000005 54.845880150000006 55.628356700000005 9.5000000000000018 55.769960200000007 53.243495500000009 54.194619400000008 52.395917250000004 54.648549400000007 2.5000000000000004 1.5000000000000002 53.243495500000009 56.838612000000005 55.014170500000006 55.212972300000011 56.831297550000009 64.020000000000024 54.811549550000009 161.85000000000002 71.715000000000018 10.500000000000002 12.500000000000002 11.500000000000002 132.05000000000004 1.5000000000000002 49.010000000000012 100.05000000000001 128.92000000000004 64.020000000000024 55.769960200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 10 7 -7 -2 -9 -10 -4 12 22 17 -15 16 -6 -11 19 -14 -21 -22 27 24 28 -26 -27 29 -24 -5
right_child=1 -3 3 11 15 6 -8 8 9 13 -12 -13 18 14 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=26.441646003998613 -4953.9517997015264 36.20597040887472 -1529.9659750732621 815.82265815958078 -2660.2347585700109 -16712.006685089986 9088.2808143374641 -12104.017549084541 5412.3303009705405 -77879.775597426473 8373.1492251901327 -9999.7088683400943 1581.4244031913468 -98045.738056196744 -28653.46603870023 938.62761195925452 -20289.708734992044 -24604.722021662608 -74671.911478365393 9639.2976331086447 151287.59793238147 35226.173435941651 -2803.643533845081 -147089.010140625 -3592.7366385976115 -26152.198271477377 31745.180047785194 79425.032063137754 22821.18505792597 -13585.578427602915
leaf_weight=2582291 9701 1614341 5547 7178 9708 2127 4842 2965 227 102 16240 6665 6756 220 155 36695 1460 595 39 892 29 282 2078 25 2773 2322 103 49 457 1300
leaf_count=2582291 9701 1614341 5547 7178 9708 2127 4842 2965 227 102 16240 6665 6756 220 155 36695 1460 595 39 892 29 282 2078 25 2773 2322 103 49 457 1300
internal_value=0 -39.3347 -1042.76 -38.518 1528.9 -5868.63 1213.81 -9403.01 -19525 -36463.7 5851.8 -3566.06 -1800.21 -45331.1 -69363.6 -438.869 -4964.95 -32401.1 3837.37 4222.07 19051.8 46048.6 -4568.97 -8570.79 -8122.98 -12970 -23693.1 -928.046 1815.9 -1392.46
internal_weight=0 1.73587e+06 121532 100598 69650 20934 6969 13965 4264 1299 21787 30948 24283 1072 375 47863 11168 697 7998 7959 1203 311 16285 7758 7733 5198 2425 8527 2535 8478
internal_count=4318164 1735873 121532 100598 69650 20934 6969 13965 4264 1299 21787 30948 24283 1072 375 47863 11168 697 7998 7959 1203 311 16285 7758 7733 5198 2425 8527 2535 8478
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 4 2 1 2 3 5 0 1 5 1 4 1 0 1 0 1 6 4 0 0 3 2 5 5 2
split_gain=4.68461e+11 2.69123e+12 2.26105e+12 2.68157e+12 3.79035e+12 1.05229e+12 1.17068e+13 9.08926e+12 8.19469e+12 1.08816e+13 1.29941e+13 8.55262e+12 1.46968e+13 1.07704e+13 9.67261e+12 8.57439e+12 5.78305e+12 1.09753e+13 4.54654e+12 4.13502e+12 3.04043e+12 2.76221e+12 6.08937e+11 3.70885e+12 7.26609e+12 2.40478e+13 4.32493e+13 2.61826e+13 9.93869e+12 1.49556e+13
threshold=8.5000000000000018 59.916647550000008 56.143542450000005 39.666208800000007 47.208373000000009 6.5000000000000009 11.500000000000002 78.608766650000021 8.5000000000000018 7.5000000000000009 89.00500000000001 59.950068600000009 38.92948375000001 225.45000000000002 37.475443250000005 7.5000000000000009 30.362552800000003 59.932719750000011 47.554129950000011 55.751981950000008 40.247294600000011 1.5000000000000002 4.5000000000000009 45.133160800000006 48.713222300000005 18.500000000000004 4.5000000000000009 125.85000000000001 107.05000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 22 7 8 9 11 21 12 14 20 15 16 17 -7 -15 -12 -14 -11 -1 -24 25 26 28 -28 -25 -30
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 19 -13 13 18 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-1.8251324681124446 26984.958273237182 38788.51780148461 -29001.445720880685 -28432.407806919644 20454.968763469831 59426.182319641113 -79653.788860473636 -62377.655978260867 57699.806906250007 -21064.055178106399 -42156.302373046878 -41561.769713961694 -63568.557449776788 55907.848233695659 91095.75335411659 65017.620209099259 -41556.724160156249 -30032.340039062503 -6969.1476222826086 -106460.43276977539 -20140.654872532898 29639.846946022732 4302.7195231014921 -14817.527150669643 472.89813320840352 84049.179859374999 -18388.837858558771 -104959.6836312072 -6705.6291769801974 51587.943917768433
leaf_weight=4303792 39 21 22 35 29 32 20 23 25 21 20 31 28 23 26 34 20 24 23 20 38 22 2328 175 10949 25 67 73 101 78
leaf_count=4303792 39 21 22 35 29 32 20 23 25 21 20 31 28 23 26 34 20 24 23 20 38 22 2328 175 10949 25 67 73 101 78
internal_value=0 5664.39 99.5311 6315.27 -6280.32 -0.191522 -4946.84 -1302.6 2327.18 -1496.9 -33284.4 7959.59 14149.8 -12675.7 36241.3 23275.7 4601.67 21086.8 24469.4 -74308.4 -38564.6 4877.48 0.301128 663.608 -75.1303 -11636.5 -16478.9 -63529.4 2128.6 18696
internal_weight=0 146 125 103 64 4.31802e+06 430 410 387 362 83 279 248 112 136 110 76 56 46 40 66 43 4.31759e+06 13796 11468 519 494 140 354 179
internal_count=4318164 146 125 103 64 4318018 430 410 387 362 83 279 248 112 136 110 76 56 46 40 66 43 4317588 13796 11468 519 494 140 354 179
is_linear=0
shrinkage=0.1


Tree=3589
num_leaves=31
num_cat=0
split_feature=0 1 2 4 5 2 5 5 5 5 5 5 5 5 3 3 2 3 5 5 5 5 5 3 4 2 2 5 5 5
split_gain=4.47993e+11 1.89924e+12 5.96316e+12 1.1158e+13 7.33351e+12 6.29057e+12 5.40152e+12 9.61722e+12 5.13585e+12 8.93756e+12 5.09838e+12 2.08397e+13 1.16406e+13 1.30043e+13 8.29964e+12 5.3019e+12 5.94138e+12 4.72155e+12 4.68163e+12 5.31079e+12 7.27511e+12 7.69714e+12 6.15369e+12 4.8935e+12 4.52059e+12 1.07172e+13 6.46111e+12 6.78456e+12 6.07913e+12 5.23011e+12
threshold=61.785186750000001 114.17164950000002 2.5000000000000004 1.5000000000000002 118.33500000000002 11.500000000000002 99.555000000000021 92.035000000000011 114.05000000000001 102.01000000000001 92.035000000000011 91.050000000000011 83.010000000000005 77.715000000000018 8.5000000000000018 8.5000000000000018 5.5000000000000009 18.500000000000004 80.815000000000012 59.810000000000009 44.410000000000004 45.985000000000007 42.205000000000005 1.5000000000000002 3.5000000000000004 1.5000000000000002 1.5000000000000002 76.00500000000001 69.610000000000014 61.020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 4 -4 6 8 7 18 9 10 11 12 13 -5 -12 -15 -17 -2 19 20 22 -22 -3 -23 26 -26 29 28 -28 -21
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 14 -13 -14 15 -16 16 -18 -19 -20 24 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=2.6800334722605239 -770.27236910457316 -2804.8368196401361 -3411.1266848083624 12855.445337659377 -51209.629359879036 -33532.175094696977 48268.794903273811 -63113.942412860575 44267.977432528416 -43533.271018145169 3707.8580937500005 -63422.669428453948 49173.292004707531 12421.588671875001 87924.365909090906 -50714.202856045085 -3115.8684060801634 40316.752200753348 23121.769624159075 -46208.94635416667 47321.379812500003 -37108.110570312499 -34132.33307291667 8544.6611185182555 -34042.250373641305 59668.037530048081 -25548.366386045262 17647.929402043268 -69568.985929835122 4069.1240075683595
leaf_weight=4288474 25174 687 1083 1212 31 33 21 26 44 31 25 38 78 40 22 61 46 28 72 24 50 25 69 386 23 26 116 26 43 150
leaf_count=4288474 25174 687 1083 1212 31 33 21 26 44 31 25 38 78 40 22 61 46 28 72 24 50 25 69 386 23 26 116 26 43 150
internal_value=0 -387.108 1508.18 4456.58 -2998.3 9684.02 -2141.33 -2755.73 10577 9622.49 10705.2 9672.02 11604.9 9448.69 43128.4 -18639.7 -30251.4 -724.624 -1830.97 -2936.57 373.502 10274.6 -5664.09 5767.73 -12810 15681.6 -16698.8 -29709.4 -37453.3 -2865.78
internal_weight=0 29690 4488 2713 1775 1630 1744 1723 1597 1553 1522 1475 1437 1359 47 147 107 25202 1697 1625 1217 461 756 411 408 49 359 185 159 174
internal_count=4318164 29690 4488 2713 1775 1630 1744 1723 1597 1553 1522 1475 1437 1359 47 147 107 25202 1697 1625 1217 461 756 411 408 49 359 185 159 174
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 4 1 5 1 0 1 5 1 0 0 1 0 0 5 1 1 0 1 0 5 0 1 0 1
split_gain=4.56636e+11 3.87168e+12 8.88803e+12 6.97219e+12 1.22763e+13 9.29614e+12 6.90537e+12 2.05372e+13 1.28965e+13 1.85232e+13 1.41368e+13 1.35246e+13 9.73352e+12 9.68114e+12 3.35304e+13 6.87789e+13 1.9883e+13 1.49087e+13 5.10516e+13 1.38966e+13 1.72625e+13 9.05139e+12 1.65266e+13 1.25055e+13 1.07444e+13 9.4724e+12 8.27507e+12 1.28698e+13 1.05747e+13 2.74213e+13
threshold=3.5000000000000004 49.505000000000003 44.005000000000003 50.227799100000006 50.388877400000005 53.310923100000004 1.5000000000000002 30.207352000000004 75.015000000000015 54.845880150000006 43.514103700000014 37.098288800000006 73.995000000000019 37.362912300000012 55.645049100000001 55.924336300000007 37.692869000000009 55.551692500000009 55.860536450000005 56.005000000000003 30.578016350000002 39.969502550000009 43.465905150000005 40.247294600000011 43.642715500000008 66.040000000000006 54.811549550000009 46.037218400000008 55.061033200000004 82.981501350000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -3 12 10 -10 -12 13 14 -9 -16 17 -15 -19 20 -17 22 -18 24 -23 26 -25 -28 29 -29
right_child=-2 6 3 4 -6 -7 -8 8 9 -11 11 -13 -14 16 15 19 21 18 -20 -21 -22 23 -24 25 -26 -27 27 28 -30 -31
leaf_value=78.299395439495683 -7.9600483275806955 -66635.054790683964 813.61091132556976 -1340.9003854462596 3074.344455414026 22256.797972798904 -203.73074836819853 -27393.800875000001 -38266.336847098217 -26699.631748145519 -51058.736093750005 33819.368996055455 -60459.692295513734 -20268.797276475696 220345.96914062501 -63637.908058595662 90896.820195312495 -211303.56156250002 14642.476347656251 63120.702612964531 49940.257336956529 -110920.99901494566 -824.20313382967913 1194.0473059327812 -16215.09115625 13619.502478185876 -56407.290063476568 -128157.57714120371 -6902.357325575088 -18026.754185870053
leaf_weight=120191 4074053 53 17376 231 9933 602 92532 100 35 99 20 306 33 63 20 32 20 20 20 37 23 23 1106 298 25 154 80 27 513 139
leaf_count=120191 4074053 53 17376 231 9933 602 92532 100 35 99 20 306 33 63 20 32 20 20 20 37 23 23 1106 298 25 154 80 27 513 139
internal_value=0 132.848 452.863 2052.58 4052.23 15712.9 -362.764 -4896.25 -3871.46 11619.5 22128.1 28612.1 -6478.79 -5819.02 14694.4 52273.2 -7566.96 -50584 -98330.5 15735.6 -16141.6 -5709.19 804.945 -11535.2 -61595 -9550.98 -12926.8 -18471 -14001.3 -35939.6
internal_weight=0 244111 148333 28142 10766 833 95778 3246 3193 460 361 326 2733 2700 212 112 2488 103 40 92 55 2385 1126 1259 48 1211 1057 759 679 166
internal_count=4318164 244111 148333 28142 10766 833 95778 3246 3193 460 361 326 2733 2700 212 112 2488 103 40 92 55 2385 1126 1259 48 1211 1057 759 679 166
is_linear=0
shrinkage=0.1


Tree=3591
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 0 3 5 1 3 5 0 5 6 0 3 3 5 0 1 1 5 1 1 0 3 3 3 5 4
split_gain=4.4932e+11 3.51224e+12 1.97432e+13 1.33793e+13 1.30983e+13 2.96963e+13 1.74578e+13 1.65478e+13 1.57984e+13 4.21775e+13 1.8831e+13 1.42174e+13 1.30281e+13 1.53843e+13 1.69729e+13 4.86957e+13 4.37868e+13 4.61728e+13 4.36983e+13 3.20211e+13 2.29066e+13 2.19166e+13 1.89017e+13 3.81583e+13 1.98486e+13 1.74713e+13 1.61266e+13 2.58012e+13 1.59441e+13 1.41642e+13
threshold=42.005000000000003 57.147575200000006 56.863241500000008 30.434657650000002 30.578016350000002 59.820733200000006 7.5000000000000009 38.010000000000012 33.101335500000005 21.500000000000004 36.715000000000011 59.755965500000009 41.505000000000003 1.5000000000000002 59.896318000000008 10.500000000000002 20.500000000000004 38.455000000000005 59.990816400000007 30.451272450000005 30.502469200000004 34.605000000000011 30.502469200000004 30.468306550000005 59.950068600000009 9.5000000000000018 23.500000000000004 21.500000000000004 36.995000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 -5 9 10 -6 -9 13 14 15 25 18 19 -16 -18 26 -22 23 -19 -25 -8 27 -21 -23 -20
right_child=-2 3 -4 4 8 6 12 11 -10 -11 -12 -13 -14 -15 16 -17 17 22 29 20 21 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=33.595198503752762 -24.759301057804436 444.80327807673194 2139.6118521751214 -8470.4847427641071 -1497.6998608465822 10000.444227943388 5722.3411458333339 -15001.536956119791 -760.61428090608706 54367.58175045174 11191.710705860496 -45227.665630874064 -15192.892580619415 73.510465469497461 -25685.683712090668 -11521.163093993608 26302.707245674388 -13353.995542506449 -244.70987398447525 26997.374330547071 -8171.4785503885032 39521.661831573489 21474.968982206516 -116763.61365840517 -3300.5106570289254 118857.21701221955 4069.7921583046736 -29978.937289764162 -4598.3735702366503 -34744.482056826637
leaf_weight=1307936 2717292 121188 46082 1566 3108 1169 21 375 90295 167 1875 266 783 14468 1211 3887 914 713 2143 101 207 400 123 58 21 39 1154 373 103 126
leaf_count=1307936 2717292 121188 46082 1566 3108 1169 21 375 90295 167 1875 266 783 14468 1211 3887 914 713 2143 101 207 400 123 58 21 39 1154 373 103 126
internal_value=0 42.026 105.27 -304.875 -1027.84 -2842.19 -1962.34 -14010.4 -453.357 4933.78 3277.06 -27544.7 -2483.27 -2101.43 -4815.51 -10141.2 -2066.67 4848.52 -10347 10432.1 4227.83 19216.2 -14996.3 -20660.4 -86602.5 79260 -2308.89 -17838.4 30487.1 -2160.52
internal_weight=0 1.60087e+06 1.35402e+06 246854 125666 30221 28014 2207 95445 5150 4983 641 26845 26062 11594 3947 7647 4167 3480 3252 2338 710 915 792 79 60 1628 474 503 2269
internal_count=4318164 1600872 1354018 246854 125666 30221 28014 2207 95445 5150 4983 641 26845 26062 11594 3947 7647 4167 3480 3252 2338 710 915 792 79 60 1628 474 503 2269
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=31
num_cat=0
split_feature=5 0 3 4 0 2 3 1 3 0 1 3 0 0 0 1 5 1 1 5 0 1 0 1 2 1 0 1 1 0
split_gain=4.47061e+11 2.53343e+12 4.7887e+12 6.63963e+12 4.63282e+12 4.52743e+12 4.15665e+12 4.77526e+12 4.1677e+12 5.66601e+12 1.20623e+13 8.50016e+12 8.52058e+12 8.15959e+12 4.19463e+12 2.06961e+13 7.10227e+12 4.07843e+12 6.82817e+12 4.2339e+12 1.20493e+13 1.14728e+13 4.74644e+12 4.00909e+12 4.09795e+12 3.9714e+12 3.90569e+12 4.85264e+12 4.49183e+12 3.86938e+12
threshold=22.030000000000005 54.864040150000001 10.500000000000002 4.5000000000000009 54.708501450000007 1.5000000000000002 5.5000000000000009 113.46563545000002 8.5000000000000018 43.592450450000008 39.739656000000004 7.5000000000000009 43.465905150000005 43.642715500000008 44.678200800000006 39.614024000000008 20.010000000000002 39.694727950000008 39.899261850000009 13.050000000000002 47.249522000000006 39.726951800000002 47.272352350000006 37.328003200000005 1.5000000000000002 56.022377500000012 54.920670650000005 37.436176200000013 83.053286850000021 43.514103700000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 -1 8 9 10 -8 -12 -13 -11 15 16 -15 23 19 20 21 -19 -21 24 -10 -6 27 -3 -29 -7
right_child=-2 26 4 -5 25 29 7 -9 17 13 11 12 -14 14 -16 -17 -18 18 -20 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=266.03976762038832 4.4465720978678247 19267.81156600561 -14064.820375860305 51912.48155048077 -45362.961710258154 32022.793392857144 61293.567253707632 48155.962548828131 -12230.087308016691 -25648.607797851564 -2897.5227040242808 86026.98384375 -1543.0915625 41931.753351814521 5325.6726348695665 -12291.213893993085 117251.67488839287 113837.95664062501 651.08574295262054 -10845.779351021039 -9358.7465866815473 22970.132788825758 12699.93465918748 -3967.3722638518138 41746.365264423075 6294.8461381392044 -501.66789799174143 -28309.275514973957 4461.2746590449888 -1437.5270125699833
leaf_weight=11444 4237242 39 294 26 46 35 59 24 22 80 139 25 20 31 1010 65 21 24 1749 101 42 33 562 1266 39 22 60743 150 58 2753
leaf_count=11444 4237242 39 294 26 46 35 59 24 22 80 139 25 20 31 1010 65 21 24 1749 101 42 33 562 1266 39 22 60743 150 58 2753
internal_value=0 -232.832 745.926 1417.46 -2831.74 -2262.09 1339.11 3650.89 3448.9 8016.32 21948.1 9331.83 47107 5211.5 7402.1 25326.8 72349.4 1723.32 4093.09 11993.4 31283.4 61230.3 9113.03 -2760.85 22279.4 -28650.1 -552.697 -13102 -19171.3 -1017.47
internal_weight=0 80922 19932 16782 3150 3082 16756 5312 5288 1450 243 184 45 1207 1127 117 52 3838 2511 762 99 57 663 1327 61 68 60990 247 208 2788
internal_count=4318164 80922 19932 16782 3150 3082 16756 5312 5288 1450 243 184 45 1207 1127 117 52 3838 2511 762 99 57 663 1327 61 68 60990 247 208 2788
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=31
num_cat=0
split_feature=0 4 5 5 3 3 0 6 1 1 1 1 1 5 1 5 5 3 1 5 2 5 5 1 5 1 3 5 2 3
split_gain=4.43192e+11 9.0705e+12 1.38871e+13 2.47554e+13 2.36854e+13 2.47137e+13 2.17019e+13 5.09959e+13 4.25185e+13 1.91124e+13 3.9154e+13 1.56812e+13 3.36477e+13 3.02392e+13 1.8493e+13 1.80539e+13 6.36001e+13 1.52296e+13 2.63673e+13 2.5019e+13 2.2422e+13 4.08969e+13 3.34416e+13 1.80739e+13 4.20582e+13 1.78796e+13 2.23484e+13 1.71087e+13 1.43703e+13 2.28614e+13
threshold=43.642715500000008 2.5000000000000004 71.00500000000001 61.020000000000003 20.500000000000004 14.500000000000002 43.592450450000008 1.5000000000000002 39.753614400000011 39.753614400000011 39.767857750000005 39.726951800000002 39.718803500000007 63.855000000000011 39.739656000000004 66.040000000000006 68.52500000000002 9.5000000000000018 39.863684800000009 56.835000000000008 1.5000000000000002 53.705000000000005 50.005000000000003 44.660994650000006 45.305000000000007 39.753614400000011 11.500000000000002 55.405000000000008 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 17 9 -8 11 28 -11 12 13 -9 -13 -14 -17 18 19 20 21 -3 -22 24 -19 26 -26 -20 29 -5
right_child=-2 2 -4 6 -6 -7 7 8 -10 10 -12 14 15 -15 -16 16 -18 23 27 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-767.02990472157296 4.8797985708402587 -3434.0784232475471 -175.74539941929064 -51846.680925707551 87598.081438577588 -59123.234216164929 -103220.78877963363 112706.97233455883 -28673.054488118491 100716.24404721468 7893.0326154268396 -16667.394610677085 50219.329285386033 6782.6363266225962 44148.733175781257 275807.00729166664 73160.902022643 161370.6479166667 -9283.2397399455385 -46522.576185825892 6699.1520950933209 140349.16763599537 -53890.947364232445 -46343.212065598062 115806.41452047414 -32844.891813858696 7653.2403180803567 9983.0589773995544 -29861.292413563831 23322.500354075295
leaf_weight=73369 4220249 74 16706 53 29 77 29 34 96 46 3750 75 51 130 150 21 59 24 758 238 223 27 154 29 29 46 56 1176 235 171
leaf_count=73369 4220249 74 16706 53 29 77 29 34 96 46 3750 75 51 130 150 21 59 24 758 238 223 27 154 29 29 46 56 1176 235 171
internal_value=0 -210.325 1453.69 4925.8 -2328.6 -3224.47 9278.44 26371.5 32472.5 6687.35 9017.87 43760.9 58926.8 28742.6 23876.7 96714.7 126356 -1705.69 -3637.35 -20031.2 -6840.98 35003 -18051.2 26114.4 39671 17374.8 44552.6 2431.95 -12586.3 5536.94
internal_weight=0 97915 24546 7840 2940 2911 4900 645 616 4255 3796 520 295 164 225 131 80 2834 2650 716 478 101 377 184 155 131 85 1934 459 224
internal_count=4318164 97915 24546 7840 2940 2911 4900 645 616 4255 3796 520 295 164 225 131 80 2834 2650 716 478 101 377 184 155 131 85 1934 459 224
is_linear=0
shrinkage=0.1


Tree=3594
num_leaves=31
num_cat=0
split_feature=0 3 4 0 5 1 5 5 4 1 0 3 3 4 1 1 5 3 2 3 6 2 2 3 5 5 2 4 4 5
split_gain=4.48247e+11 1.97769e+12 8.45318e+12 1.09772e+13 3.18115e+12 2.71078e+13 6.85245e+12 7.0293e+12 5.51259e+12 4.0121e+12 1.27097e+13 4.74895e+12 4.13415e+12 2.90057e+12 3.81543e+12 2.84921e+12 6.71094e+12 1.18555e+13 8.43856e+12 8.20612e+12 1.00506e+13 1.60853e+13 6.16765e+12 9.82514e+12 5.22009e+12 1.01001e+13 6.23768e+12 1.59231e+13 1.03549e+13 1.34782e+13
threshold=43.056445700000005 3.5000000000000004 4.5000000000000009 42.966471700000007 132.05000000000004 47.473138800000008 79.010000000000005 56.205000000000005 3.5000000000000004 47.473138800000008 42.966471700000007 2.5000000000000004 2.5000000000000004 2.5000000000000004 47.473138800000008 47.473138800000008 137.05000000000004 10.500000000000002 1.5000000000000002 9.5000000000000018 1.5000000000000002 4.5000000000000009 3.5000000000000004 5.5000000000000009 118.33500000000002 116.06000000000002 3.5000000000000004 3.5000000000000004 3.5000000000000004 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 13 9 12 -11 -12 -8 -1 -15 16 24 18 -18 20 21 -20 -22 -24 25 -3 27 -26 29 -28
right_child=-2 15 3 -5 5 -7 8 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 19 -21 22 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=1802.0741703156582 -2.7931469305911656 -811.33344381736754 97033.513849431823 -1771.218070652174 119992.34042968751 -23202.12130408654 -16086.589818548389 16388.187562213316 12502.055086616849 -31521.323238502362 -919.70109953703707 58958.445981069715 -68160.057854003899 10173.062460937501 -34770.628450520831 877.52565837587758 -80733.214529551638 42508.925604838711 74552.725026041662 -56962.803561046516 -70593.627262931041 -12425.574700342466 37574.583415421199 -43077.658664772731 68413.265647110849 -40668.322014236452 8822.6737499999999 -27130.564017427889 49512.34541294643 -68846.978342363916
leaf_weight=744 4285952 9670 22 23 20 39 31 373 69 106 27 26 30 30 51 20366 23 31 30 43 29 73 23 44 53 64 80 26 35 31
leaf_count=744 4285952 9670 22 23 20 39 31 373 69 106 27 26 30 30 51 20366 23 31 30 43 29 73 23 44 53 64 80 26 35 31
internal_value=0 371.641 3809.16 46533.3 2565.57 25338.4 1662.01 4996.18 -12159.2 -19893.9 -11529.4 28454.5 -41696.5 -154.384 -18124.8 193.035 -1166.33 -16004.7 -22849.7 -17348.4 -8788.45 12907.9 -32066.8 -15391.1 -725.311 -1073.39 14333.3 36968.5 2085.55 -12868.9
internal_weight=0 32212 1591 45 1546 59 1487 1198 289 220 159 53 61 825 81 30621 10255 296 265 242 199 103 96 67 9959 9734 225 79 146 111
internal_count=4318164 32212 1591 45 1546 59 1487 1198 289 220 159 53 61 825 81 30621 10255 296 265 242 199 103 96 67 9959 9734 225 79 146 111
is_linear=0
shrinkage=0.1


Tree=3595
num_leaves=31
num_cat=0
split_feature=5 4 6 0 1 1 1 2 5 0 1 2 2 1 2 4 1 0 1 0 2 3 1 0 3 3 3 2 3 1
split_gain=4.24447e+11 2.4715e+12 6.75657e+12 7.79016e+12 4.89217e+12 1.22221e+13 5.13369e+12 5.57045e+12 2.72965e+12 1.64791e+13 3.27336e+13 2.39661e+13 4.14316e+13 2.199e+13 2.00876e+13 1.91147e+13 2.05939e+13 1.64031e+13 4.73755e+13 1.57429e+13 1.93681e+13 2.03863e+13 1.50367e+13 1.46587e+13 2.78115e+13 1.41773e+13 1.29967e+13 2.02924e+13 2.07728e+13 1.4593e+13
threshold=102.01000000000001 5.5000000000000009 1.5000000000000002 47.155083450000006 37.342273500000012 30.362552800000003 38.969379750000009 5.5000000000000009 101.05000000000001 59.963407450000012 30.362552800000003 11.500000000000002 5.5000000000000009 30.346469350000003 6.5000000000000009 3.5000000000000004 30.305955500000003 44.039893800000009 39.739656000000004 60.693675950000006 2.5000000000000004 9.5000000000000018 65.565203050000022 54.736324100000012 7.5000000000000009 4.5000000000000009 16.500000000000004 12.500000000000002 23.500000000000004 82.991167100000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 -4 7 -6 -1 10 11 12 13 15 -14 23 -17 18 -12 20 21 -11 -19 -10 25 -25 29 -28 -29 -24
right_child=-2 2 4 -5 6 -7 -8 -9 9 19 17 -13 14 -15 -16 16 -18 22 -20 -21 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=2.7963111207419402 -195.34407343134347 -89257.350874023454 21819.354679361979 -14973.889394124351 72058.261452414779 -87410.069531250003 -3075.6982814453127 -861.17328125000006 57035.396940104169 -168966.461484375 130511.35996621622 119550.88962053572 -120607.34656929348 131619.31035156251 -8697.3477299528295 37319.711618041991 147823.76814903846 -3294.6437916945306 7835.0376786507695 21019.017284046524 -20193.478180473376 -26185.821171875003 34478.540150758789 12565.608035714286 33525.603970025513 -89815.934858141452 -39324.923788587184 88092.906713867196 -1986.9187268257142 3717.138399867008
leaf_weight=4204163 108437 20 21 48 22 20 125 20 66 20 37 28 23 24 53 48 26 3450 211 66 169 20 313 21 98 38 113 32 128 304
leaf_count=4204163 108437 20 21 48 22 20 125 20 66 20 37 28 23 24 53 48 26 3450 211 66 169 20 313 21 98 38 113 32 128 304
internal_value=0 5.0318 -9457.58 -36822 -511.533 -31463.3 7087.4 37334.7 5.65224 2276.22 3583.71 30133.7 23827.2 39546.2 -42564.8 32106 76145.5 1124.31 26137.6 -21558.1 -35003.6 -97576.1 -305.022 17492 868.672 -53375 11284 -6883.04 16029 19322.2
internal_weight=0 4.20973e+06 276 68 208 41 167 42 4.20945e+06 5288 5013 425 397 321 76 297 74 4588 248 275 209 40 4340 223 157 59 890 273 160 617
internal_count=4318164 4209727 276 68 208 41 167 42 4209451 5288 5013 425 397 321 76 297 74 4588 248 275 209 40 4340 223 157 59 890 273 160 617
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=31
num_cat=0
split_feature=4 5 2 2 1 4 2 1 2 3 5 0 3 0 0 2 2 5 2 0 6 4 3 3 5 0 0 5 0 0
split_gain=4.31543e+11 2.87345e+12 4.0789e+12 3.17221e+12 7.96357e+12 7.15521e+11 9.55754e+12 7.43117e+12 6.75652e+12 7.99534e+12 1.13764e+13 6.92681e+12 1.3667e+13 2.03846e+13 1.45776e+13 1.95268e+13 9.49546e+12 6.10887e+12 4.65148e+12 3.39801e+12 1.90368e+12 5.10172e+11 3.72277e+12 1.4165e+13 1.41658e+13 7.117e+12 1.46305e+13 3.22995e+13 1.29415e+13 3.43877e+13
threshold=8.5000000000000018 75.750000000000014 6.5000000000000009 2.5000000000000004 39.767857750000005 6.5000000000000009 11.500000000000002 78.608766650000021 8.5000000000000018 7.5000000000000009 89.00500000000001 59.950068600000009 5.5000000000000009 47.297889100000013 56.782419000000012 2.5000000000000004 4.5000000000000009 177.02500000000003 2.5000000000000004 55.751981950000008 1.5000000000000002 4.5000000000000009 7.5000000000000009 8.5000000000000018 101.05000000000001 51.83362145000001 51.369916400000001 128.92000000000004 55.701368300000006 55.745923000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 21 7 8 9 11 20 12 13 17 18 -16 -14 -7 -15 -12 -11 -1 25 24 -24 26 -23 -28 -27 -30
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 19 -13 16 14 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 28 27 -29 29 -31
leaf_value=-1.7237882561268134 54165.482275390626 -31863.204725302421 943.57464735243047 40397.332202148442 -36745.646942934785 -17112.024697580648 -71581.054726562506 -56010.477097486415 52775.049750000006 -14052.785760788691 -37463.523017578125 -37437.403704637101 7310.7455679086534 33955.342013888891 47340.901875000003 -56185.478680098691 86618.539708116325 -80412.062812500008 93816.503234375006 -95755.970273437502 28040.273579545454 2980.4505726923007 107098.69472656251 1382.6005973793895 18985.570168832633 -9793.3999453412962 -18181.442578124999 147955.17457386365 81483.919906850962 -505.67791931132956
leaf_weight=4303792 24 31 36 32 23 31 20 23 25 21 20 31 26 27 35 38 36 30 25 20 22 1605 20 6928 208 1789 25 22 52 3147
leaf_count=4303792 24 31 36 32 23 31 20 23 25 21 20 31 26 27 35 38 36 30 25 20 22 1605 20 6928 208 1789 25 22 52 3147
internal_value=0 5436.61 22232.3 -6281.33 8137.54 -0.183822 -4079.2 -786.425 2495.62 -976.711 -28224.2 7129.19 12700 -853.465 22272.7 -6549.54 53360.4 -48243.2 62734.7 -66609.7 7483.2 0.222418 607.36 2189.72 26714.8 -1097.97 4590.86 59584.6 -2982.08 827.07
internal_weight=0 146 60 86 55 4.31802e+06 430 410 387 362 83 279 248 186 125 73 62 61 52 40 43 4.31759e+06 13796 7156 228 6640 1652 47 4988 3199
internal_count=4318164 146 60 86 55 4318018 430 410 387 362 83 279 248 186 125 73 62 61 52 40 43 4317588 13796 7156 228 6640 1652 47 4988 3199
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 1 3 1 1 5 6 5 3 5 2 3 2 1 5 5 1 5 1 5 6 5 5 4 1
split_gain=4.25338e+11 7.89944e+12 2.14659e+13 8.97772e+13 5.28649e+13 4.60092e+13 5.76425e+13 3.61883e+13 3.11647e+13 2.94205e+13 2.39728e+13 2.38173e+13 9.13485e+13 2.53049e+13 2.23132e+13 3.31837e+13 5.21017e+13 3.62389e+13 5.84952e+13 3.17624e+13 3.1447e+13 4.3576e+13 3.81483e+13 3.08856e+13 3.75121e+13 4.17567e+13 3.45779e+13 2.97489e+13 4.40852e+13 3.40355e+13
threshold=43.642715500000008 44.039893800000009 39.826386800000009 40.810045900000013 15.500000000000002 40.405000000000008 40.247294600000011 3.5000000000000004 39.704585000000002 41.900971000000006 132.05000000000004 1.5000000000000002 150.04500000000004 4.5000000000000009 52.405000000000008 2.5000000000000004 12.500000000000002 11.500000000000002 39.488326500000007 56.505000000000003 82.00500000000001 39.488326500000007 95.020000000000024 39.614024000000008 97.050000000000011 1.5000000000000002 86.810000000000016 59.810000000000009 2.5000000000000004 39.630124250000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -7 14 -5 -11 -12 -13 -14 -2 16 20 19 -19 -17 27 -22 -23 24 25 -21 -27 -16 29 -29
right_child=1 -3 3 9 -6 6 -8 -9 -10 10 11 12 13 -15 15 17 -18 18 -20 23 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-206.04488062855319 -6161.9373546908755 -3.9128837149376277 11922.772090346632 -26788.696933532032 -131883.13 108824.14128502156 105103.7154046136 25022.801888674785 -41749.528320069578 1954.4599351200286 -24687.779914314517 251337.28678977271 90241.696868631116 -47271.708819580082 -8687.3052027529757 33850.813827645703 162466.87527901787 9383.3483489583341 178766.04126674109 133899.65464843748 -123826.77446289064 -90620.014186789776 69483.815132472824 -36036.49500595338 81409.324913629505 -7572.6026557849709 -139060.03028273812 51772.404511088709 16555.541457950367 162662.8642421875
leaf_weight=97915 3451 4203278 602 356 20 58 148 462 201 9930 31 22 23 32 105 163 28 75 28 20 32 22 46 374 53 420 21 62 136 50
leaf_count=97915 3451 4203278 602 356 20 58 148 462 201 9930 31 22 23 32 105 163 28 75 28 20 32 22 46 374 53 420 21 62 136 50
internal_value=0 4.7805 2157.91 4550.28 29432.2 31972.6 50041.4 34369.9 -3129.12 1462.19 2464.11 49323.7 79120.6 10233.9 -1602.84 8020.07 30086.6 -1177.5 55429.1 -6725.06 21904.1 -27598.4 17685.5 -14173.1 1735.28 -7424.64 -13833.9 35927.5 54816.9 101277
internal_weight=0 4.22025e+06 16971 11684 1290 1270 668 520 5287 10394 10038 108 77 55 5086 1635 481 1154 103 1051 453 100 68 888 514 461 441 353 248 112
internal_count=4318164 4220249 16971 11684 1290 1270 668 520 5287 10394 10038 108 77 55 5086 1635 481 1154 103 1051 453 100 68 888 514 461 441 353 248 112
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=31
num_cat=0
split_feature=0 1 0 1 5 5 5 5 2 5 5 5 4 5 5 3 4 3 3 3 0 5 3 2 5 2 5 5 5 2
split_gain=4.68455e+11 3.13863e+12 1.26839e+13 3.89269e+13 1.83403e+13 1.68843e+13 1.50943e+13 2.73464e+13 1.46637e+13 1.35374e+13 1.30543e+13 1.40258e+13 2.04836e+13 2.03267e+13 1.75539e+13 1.37352e+13 1.32516e+13 3.5606e+13 5.0539e+13 2.89982e+13 2.70681e+13 2.46766e+13 3.21609e+13 3.16781e+13 6.25562e+13 2.00919e+13 2.29442e+13 2.00831e+13 1.80544e+13 2.68898e+13
threshold=44.982728700000003 37.328003200000005 44.874285750000006 37.314272700000011 49.995000000000012 47.415000000000006 60.905000000000008 69.610000000000014 1.5000000000000002 54.990000000000002 57.005000000000003 61.845000000000006 1.5000000000000002 60.005000000000003 62.710000000000008 7.5000000000000009 2.5000000000000004 11.500000000000002 6.5000000000000009 13.500000000000002 44.732363600000006 65.905000000000015 9.5000000000000018 4.5000000000000009 74.610000000000014 7.5000000000000009 91.050000000000011 75.750000000000014 75.750000000000014 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 -6 -8 -5 -7 -11 12 -12 15 -13 -14 17 18 20 -19 -16 22 -20 27 -25 28 -27 -23 -18 -30
right_child=-2 -3 -4 4 6 9 7 -9 -10 10 11 14 13 -15 16 -17 25 19 21 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-6700.7843471830129 7.8204108640099479 -247.21368790136876 -307.16069632716 56105.677078450521 76694.230668865261 25841.477329245175 -11584.689364722468 122891.80054687499 6354.8544998926482 -23065.020633256805 -31998.899742187503 -35970.423488707936 -13192.476435959508 86716.017828369149 3930.6577983940974 42837.649889065928 -12676.094963569147 -94613.84123883929 137049.12523437501 7565.8345834127294 -119808.05133167615 100428.53918842517 -4381.1704173018288 139427.98090945513 -35466.284011627911 -75052.410229826623 2250.009698109568 222282.58683035715 13438.933241145834 129721.92886904762
leaf_weight=1347 4087717 212115 14178 75 122 340 62 20 282 161 50 109 71 64 90 114 308 42 20 82 22 38 82 39 43 73 81 21 375 21
leaf_count=1347 4087717 212115 14178 75 122 340 62 20 282 161 50 109 71 64 90 114 308 42 20 82 22 38 82 39 43 73 81 21 375 21
internal_value=0 -138.72 1116.63 5976.17 30474.6 2151.06 54393.5 21214.5 16806.7 7459.79 4180.8 6694.59 26410.4 38139.2 2617.81 21334.2 5763.75 19088.1 35201.6 -27043.4 -20375.2 60817.2 23350.3 87921 47715.1 -1674.89 -34393.3 143800 5482.28 19605.5
internal_weight=0 230447 18332 4154 561 3593 204 82 357 2246 1906 1745 299 249 1446 185 1337 479 355 124 112 243 102 141 82 858 154 59 704 396
internal_count=4318164 230447 18332 4154 561 3593 204 82 357 2246 1906 1745 299 249 1446 185 1337 479 355 124 112 243 102 141 82 858 154 59 704 396
is_linear=0
shrinkage=0.1


Tree=3599
num_leaves=31
num_cat=0
split_feature=0 5 3 4 1 1 1 5 5 5 2 2 3 3 5 1 3 3 6 5 2 5 1 3 5 2 5 3 5 2
split_gain=5.07433e+11 3.51473e+12 8.84381e+12 1.24601e+13 3.14789e+13 1.19198e+13 2.28143e+13 1.89941e+13 2.91729e+13 1.13914e+13 1.10388e+13 1.55079e+13 1.0121e+13 1.30217e+13 9.23567e+12 1.06802e+13 2.69251e+13 2.20778e+13 1.90996e+13 1.19163e+13 3.22872e+13 1.15625e+13 9.53874e+12 2.20237e+13 2.23215e+13 1.19569e+13 8.91687e+12 8.74538e+12 2.04268e+13 7.94848e+12
threshold=43.465905150000005 44.905000000000008 3.5000000000000004 1.5000000000000002 40.810045900000013 39.969502550000009 40.810045900000013 30.025000000000002 34.920000000000009 41.365000000000002 1.5000000000000002 2.5000000000000004 12.500000000000002 11.500000000000002 30.990000000000006 39.925119750000007 6.5000000000000009 5.5000000000000009 1.5000000000000002 41.995000000000012 2.5000000000000004 39.995000000000012 39.969502550000009 4.5000000000000009 39.995000000000012 3.5000000000000004 39.995000000000012 2.5000000000000004 24.010000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 12 7 9 27 10 -7 -9 -12 13 14 -5 17 18 29 -17 26 -21 -18 -20 24 -24 -25 -19 -1 -29 -16
right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 11 -13 -14 -15 15 16 21 19 22 20 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=31792.880069361134 -3.6280062517660534 -158.56377052022012 1336.0433761141405 -11682.847900390625 -209.38486851118188 -22191.901671291209 2519.0317630525915 112674.2489122179 27.3991540452454 -85630.955885416668 9232.4162819602279 110559.16832540762 -21561.323281250003 92465.792497062692 24017.972750000001 -27564.743011209241 -51299.095785984857 46650.574332157266 51604.918463090216 -33182.707589285717 116462.91784727678 22180.653083376026 110951.26166548296 92786.724527994797 -35017.375546875002 194850.4330255682 -29196.758417338711 14804.324589029948 -46969.063549199382 -42191.597836026282
leaf_weight=39 4270332 36325 8094 56 1055 501 615 36 163 30 44 23 40 32 25 23 33 31 137 21 46 61 22 24 20 22 31 96 121 66
leaf_count=39 4270332 36325 8094 56 1055 501 615 36 163 30 44 23 40 32 25 23 33 31 137 21 46 61 22 24 20 22 31 96 121 66
internal_value=0 323.9 1846.93 2988.39 10652.6 -4886.19 -10591.5 7639.29 26352.7 -25776 68013.2 44016.2 27260.5 30264.9 27044.2 30903.1 41959.7 13715.1 59234.1 40321.9 69559.1 -3615.43 68106.9 93797.4 41442.4 141600 8726.91 -11805.2 -19640.7 -24002.2
internal_weight=0 47832 11507 9839 1745 1668 1146 522 266 531 103 67 690 650 618 562 342 220 248 129 67 94 225 88 42 46 62 256 217 91
internal_count=4318164 47832 11507 9839 1745 1668 1146 522 266 531 103 67 690 650 618 562 342 220 248 129 67 94 225 88 42 46 62 256 217 91
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=31
num_cat=0
split_feature=0 4 2 5 5 1 5 5 5 2 5 6 3 5 2 4 6 3 0 5 1 2 3 3 2 3 5 5 6 3
split_gain=4.56585e+11 1.65628e+12 4.00285e+12 4.13047e+12 9.7233e+12 1.30872e+13 4.7183e+12 2.90404e+12 3.78871e+12 5.10504e+12 4.46154e+12 4.58472e+12 4.26323e+12 9.04871e+12 5.66935e+12 3.36752e+12 3.18631e+12 3.12436e+12 3.03148e+12 3.14921e+12 5.48423e+12 4.67027e+12 4.2375e+12 2.89327e+12 2.86718e+12 5.86368e+12 7.78603e+12 1.78849e+13 1.13834e+13 9.12673e+12
threshold=43.056445700000005 1.5000000000000002 4.5000000000000009 110.05000000000001 79.730000000000018 47.473138800000008 50.005000000000003 77.715000000000018 53.005000000000003 8.5000000000000018 48.035000000000004 1.5000000000000002 13.500000000000002 61.405000000000008 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 42.966471700000007 59.810000000000009 47.554129950000011 8.5000000000000018 11.500000000000002 12.500000000000002 4.5000000000000009 11.500000000000002 101.05000000000001 104.75000000000001 1.5000000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 9 -4 23 -12 14 16 -10 -16 -14 18 19 20 22 -21 -17 -11 25 26 -3 28 -28 -30
right_child=-2 24 7 -5 5 -7 -8 -9 12 10 11 -13 13 -15 15 17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=2819.7425147199392 -2.8190091741608243 -535.41428149034095 -1882.003650691229 -32037.956524493246 -7908.8351074218754 105120.20472470239 -5139.5123254738137 -22390.420046164774 -9752.0998875473488 -10099.920710011018 -11757.476844927209 -37699.05409109933 -7386.2260315895082 48185.441815476195 -17193.722491776316 21013.17314466997 -39602.891585010599 -2468.9317718505863 8085.3037064615892 19084.941907728044 39204.901920437813 71254.821965026858 -24903.478103885136 6444.6414813442898 1965.8345565881846 -7790.8477873115817 100938.57151041667 4466.5067938415577 53073.412207031251 -29661.398164062499
leaf_weight=3359 4285952 10437 2176 37 20 21 957 77 165 390 194 105 64 21 38 44 59 96 180 37 64 32 37 145 11185 949 30 1233 40 20
leaf_count=3359 4285952 10437 2176 37 20 21 957 77 165 390 194 105 64 21 38 44 59 96 180 37 64 32 37 145 11185 949 30 1233 40 20
internal_value=0 375.082 -840.245 1232.8 1515.34 49984.1 1054.91 -3161.6 -2776.72 -4431.59 -11083.7 -20867.4 3174.49 -12481.9 6427.76 11484 -22839.7 13708 17649.5 25694.2 17326 43279.7 38.9004 -5615.88 798.162 -229.488 380.693 7607.76 50643 25495.1
internal_weight=0 32212 8318 4394 4357 41 4316 3924 3847 3010 834 299 837 144 693 528 123 490 394 214 145 69 81 535 23894 12709 11760 1323 90 60
internal_count=4318164 32212 8318 4394 4357 41 4316 3924 3847 3010 834 299 837 144 693 528 123 490 394 214 145 69 81 535 23894 12709 11760 1323 90 60
is_linear=0
shrinkage=0.1


Tree=3601
num_leaves=31
num_cat=0
split_feature=0 1 0 6 3 5 1 3 5 1 5 1 1 1 4 3 3 3 3 3 2 1 1 5 5 4 4 5 5 5
split_gain=4.52146e+11 2.89337e+12 1.26825e+13 2.44132e+13 2.59216e+13 2.54902e+13 2.18904e+13 2.79508e+13 2.414e+13 1.9912e+13 1.5869e+13 1.40732e+13 1.39817e+13 1.78482e+13 1.37038e+13 1.32252e+13 1.99287e+13 1.27666e+13 4.33302e+13 2.32049e+13 2.31761e+13 1.2594e+13 1.24259e+13 1.44187e+13 1.22827e+13 3.33045e+13 1.22729e+13 1.20375e+13 1.07565e+13 1.0692e+13
threshold=44.982728700000003 38.096381250000007 44.039893800000009 1.5000000000000002 8.5000000000000018 112.04500000000002 43.048525950000005 12.500000000000002 91.050000000000011 43.048525950000005 90.015000000000015 44.660994650000006 38.151577750000008 41.900971000000006 2.5000000000000004 9.5000000000000018 10.500000000000002 11.500000000000002 9.5000000000000018 18.500000000000004 3.5000000000000004 42.09605220000001 39.262370300000008 51.815000000000005 142.05000000000004 4.5000000000000009 2.5000000000000004 56.005000000000003 87.395000000000024 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 22 9 11 6 21 8 -8 10 12 24 -4 17 -12 -11 27 18 -14 -19 -20 -6 23 -3 -5 -26 -23 -17 -15 -1
right_child=-2 2 3 4 5 -7 7 -9 -10 15 14 -13 13 28 -16 16 -18 19 20 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-151.02417566196263 7.6830738824956031 -48242.891342397837 -18794.411931810882 -1111.5416752059725 -7788.5012975683558 -53704.141988985662 -25959.574450768487 31501.512575252757 -134729.84402669271 10791.899272709743 -68380.679733211437 -28873.098218823507 12389.774817256644 -3495.9984851186964 -9872.1105074508105 18087.912994025737 5695.7148274739593 -45969.319190014372 159321.18002232144 40070.908368542732 50241.207723832136 10900.519623368724 165.91172042522936 27623.632022372163 -2753.1292045943237 -113688.74712999133 -10543.632659470708 87930.135616319443 57132.577161458335 3043.0300437084261
leaf_weight=65768 4087717 104 228 26490 4562 122 719 85 21 314 47 186 1281 1191 270 34 84 87 28 49 64 798 114749 33 109 36 401 90 30 12467
leaf_count=65768 4087717 104 228 26490 4562 122 719 85 21 314 47 186 1281 1191 270 34 84 87 28 49 64 798 114749 33 109 36 401 90 30 12467
internal_value=0 -136.284 -390.318 -1991.74 -2852.37 -8412.2 -7573.21 -22808 -29046.3 5607.96 2716.83 -1461.84 4995.6 6982.46 -18546.9 23746.7 43303.6 14255.7 17150.6 -14969.5 83439.5 -5391.52 129.977 -29968.5 -1270.42 -30295.8 3728.62 68779.8 -2006.35 357.959
internal_weight=0 230447 152212 37326 33529 6708 6586 825 740 3797 3275 26821 2958 2730 317 522 208 1509 1373 136 92 5761 114886 137 26635 145 1199 124 1221 78235
internal_count=4318164 230447 152212 37326 33529 6708 6586 825 740 3797 3275 26821 2958 2730 317 522 208 1509 1373 136 92 5761 114886 137 26635 145 1199 124 1221 78235
is_linear=0
shrinkage=0.1


Tree=3602
num_leaves=31
num_cat=0
split_feature=5 5 1 3 3 1 0 0 4 4 4 0 0 0 1 4 0 2 0 1 5 4 0 1 3 0 0 6 2 1
split_gain=4.46521e+11 6.49582e+12 2.17797e+13 1.80571e+13 3.90745e+13 2.23561e+13 2.10437e+13 2.29717e+13 4.07528e+13 1.92928e+13 1.64828e+13 1.63429e+13 1.53085e+13 1.4041e+13 2.60035e+13 1.16445e+14 1.3981e+14 2.73409e+13 2.2814e+13 2.96361e+13 1.99911e+13 2.03076e+13 3.58319e+13 4.43471e+13 4.27704e+13 2.93127e+13 2.37611e+13 2.15532e+13 2.24046e+13 2.80277e+13
threshold=68.00500000000001 71.00500000000001 37.971176850000006 5.5000000000000009 9.5000000000000018 60.58031445000001 55.025681450000008 55.055104550000003 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 55.039751500000008 55.034903650000011 56.093493200000005 39.630124250000001 1.5000000000000002 45.029420750000007 21.500000000000004 51.67657710000001 38.233559750000005 69.015000000000015 2.5000000000000004 55.793358600000012 49.201680550000006 19.500000000000004 54.986619450000006 54.990279300000005 1.5000000000000002 13.500000000000002 82.907204800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 10 8 11 13 -7 12 -8 14 15 16 -6 18 19 -17 -16 22 25 24 -24 -22 -27 -28 29 -29
right_child=1 -3 3 4 9 6 7 -9 -10 -11 -12 -13 -14 -15 20 17 -18 -19 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=14.864880040731443 1300.0608250182331 45.583096761959183 1118.7304193302271 -9367.3292857254801 313564.55878601078 -61065.642108050852 53649.572649082569 -763.46977780693589 3755.4711746695657 -21162.49857232863 -7459.389886735089 93862.895585937498 -25991.355355342745 -4441.5445173031285 -2660.4022137772922 88864.387723214284 37559.520272435904 61841.175736424178 -15203.626795973249 -3359.8532996194972 12373.402108178267 125.15352809932801 45438.571121845547 102.41802620887756 183926.10249532064 -71874.046195652176 10226.15940353638 -9535.9151905456474 -18644.393182009921 20601.71526285011
leaf_weight=3557887 33042 658145 16039 10979 24 59 109 2271 477 465 2062 75 31 7752 5321 35 78 61 1883 7830 3565 5837 315 256 24 46 1374 779 832 511
leaf_count=3557887 33042 658145 16039 10979 24 59 109 2271 477 465 2062 75 31 7752 5321 35 78 61 1883 7830 3565 5837 315 256 24 46 1374 779 832 511
internal_value=0 -69.5635 -811.576 -1821.46 -2710.37 -6828.66 -1346.35 4096.97 20047.9 -921.895 -8950.56 56194.4 36014.8 -664.197 353.563 -3793.6 102502 -4898.92 -5316.56 -2949.45 2532.91 4573.95 7945.49 31518.6 55243 5971.94 -471.09 468.423 -5849.73 2402.32
internal_weight=0 760277 102132 69090 53051 16063 5084 2963 692 36988 2121 215 140 36523 28771 9911 102 9809 9748 7865 18860 13539 7702 595 339 7107 3542 3496 2122 1290
internal_count=4318164 760277 102132 69090 53051 16063 5084 2963 692 36988 2121 215 140 36523 28771 9911 102 9809 9748 7865 18860 13539 7702 595 339 7107 3542 3496 2122 1290
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=31
num_cat=0
split_feature=5 0 0 0 3 1 1 1 1 3 3 3 0 1 2 2 5 1 6 5 1 2 0 1 3 1 2 2 5 5
split_gain=4.5693e+11 3.9305e+12 1.78991e+13 3.08603e+13 4.16887e+13 2.99061e+13 4.71592e+13 4.91754e+13 3.92379e+13 3.4739e+13 3.28742e+13 3.17902e+13 2.6561e+13 2.36551e+13 2.11454e+13 2.37128e+13 2.33247e+13 1.87202e+13 2.2964e+13 2.47031e+13 1.81801e+13 2.19593e+13 1.81408e+13 3.90363e+13 1.78705e+13 1.97086e+13 1.76462e+13 1.76447e+13 1.74934e+13 2.18673e+13
threshold=87.395000000000024 45.047272400000004 50.565831500000009 47.228519500000004 24.500000000000004 39.041623000000008 39.726951800000002 39.718803500000007 39.143775600000005 22.500000000000004 22.500000000000004 23.500000000000004 45.254062050000009 36.585378200000001 10.500000000000002 6.5000000000000009 110.05000000000001 44.005491150000005 1.5000000000000002 94.040000000000006 39.032393150000004 1.5000000000000002 47.297889100000013 39.826386800000009 6.5000000000000009 47.981192400000005 9.5000000000000018 10.500000000000002 105.35000000000001 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 17 13 7 8 -7 24 12 -12 -10 -3 15 -9 -17 22 19 -19 -15 -22 23 -5 25 -8 -6 -13 29 -11
right_child=1 2 -4 4 26 6 9 14 10 28 11 27 -14 20 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.9421738879366419 881.00948651192675 81117.61355350379 30.942458657216918 -6456.5928189791166 137032.84071451824 29347.029472872367 -4477.8647723911836 64253.8679782197 -57480.512549603176 39143.042450470675 -121164.28663194446 -58143.125620492792 8522.0521528095906 -2907.9900315476884 127325.05958180148 -60076.43632284629 51467.398355263162 27924.761647727271 13651.813614363287 -80793.609923245618 62978.819531250003 -28329.352870068251 -22325.000224422954 -59295.414958797097 -19893.337898552127 52738.59184283088 30854.040260416667 8651.7676719136762 -26206.025753348214 156662.81781250003
leaf_weight=4075234 33016 33 186942 3302 24 723 525 165 63 76 36 65 1893 12105 34 37 38 33 537 57 28 444 1362 146 984 68 45 101 28 20
leaf_count=4075234 33016 33 186942 3302 24 723 525 165 63 76 36 65 1893 12105 34 37 38 33 537 57 28 444 1362 146 984 68 45 101 28 20
internal_value=0 -133.233 -292.756 -2926.96 -9454.94 -869.068 5799.02 13035 9184.83 -7622.19 2429.83 -35977.2 6396.2 -3436.89 53517.8 43061.8 -3560.89 -10435.2 5817.07 -40930.2 -3658.75 -22912.8 -12553.7 -8693.97 -11629.5 2083.21 67785.8 -17502.9 43341.6 63626.3
internal_weight=0 242930 209914 22972 5506 17466 4856 3155 2881 1701 2158 202 1956 12610 274 240 75 5437 627 90 12577 472 4810 3448 1577 593 69 166 124 96
internal_count=4318164 242930 209914 22972 5506 17466 4856 3155 2881 1701 2158 202 1956 12610 274 240 75 5437 627 90 12577 472 4810 3448 1577 593 69 166 124 96
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 5 3 2 5 5 1 3 4 3 5 3 5 2 6 5 5 4 5 2 0 2 5 5 5 1
split_gain=4.81725e+11 7.14532e+12 3.06889e+13 7.51549e+13 3.70236e+13 3.48789e+13 4.8115e+13 5.82872e+13 5.09898e+13 4.42978e+13 3.1846e+13 3.87542e+13 3.88775e+13 3.27426e+13 3.93641e+13 3.12546e+13 4.64937e+13 3.03275e+13 5.28238e+13 2.77202e+13 3.08621e+13 2.77059e+13 3.8125e+13 2.67448e+13 2.65861e+13 2.5862e+13 6.66456e+13 3.01407e+13 2.37365e+13 4.50758e+13
threshold=43.642715500000008 5.5000000000000009 8.5000000000000018 43.592450450000008 39.714575750000009 64.805000000000021 6.5000000000000009 6.5000000000000009 73.995000000000019 42.605000000000011 39.718803500000007 22.500000000000004 2.5000000000000004 14.500000000000002 99.555000000000021 7.5000000000000009 79.730000000000018 7.5000000000000009 1.5000000000000002 57.995000000000012 128.92000000000004 2.5000000000000004 60.905000000000008 9.5000000000000018 43.592450450000008 2.5000000000000004 50.805000000000007 53.995000000000012 118.33500000000002 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 28 19 9 8 15 -7 -6 11 12 17 -14 23 -8 -17 24 -19 25 -21 -11 -23 -15 -4 26 -5 -27 -3 -30
right_child=-2 2 10 4 5 6 7 -9 -10 21 -12 -13 13 14 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=730.34892474438539 5.0875168357238261 -2446.8840754064927 88415.629506138401 19841.319704352485 -19986.500373161674 50404.675921875001 23216.482938701927 -76874.789757930877 -69791.506606445313 -62141.337069310903 -420.32532886191916 59245.684476461043 47217.790964429551 79445.381389508941 -100520.78441840278 224705.61334134615 51162.045764802635 77838.888496668194 6802.6350637291225 -39293.101656845873 82057.794633152182 -44831.46864721326 91813.784428879328 -41903.606884765628 -10108.801513165683 5604.8985389434738 211342.5785714286 -97145.833266129033 127983.38062499999 11153.043935859876
leaf_weight=43795 4220249 9495 28 135 1041 50 65 33 120 546 38267 154 379 42 36 26 38 119 870 236 23 69 29 32 1254 361 21 31 35 585
leaf_count=43795 4220249 9495 28 135 1041 50 65 33 120 546 38267 154 379 42 36 26 38 119 870 236 23 69 29 32 1254 361 21 31 35 585
internal_value=0 -219.278 -987.735 -5235.98 -19659.8 -26902.3 2722.77 41720.4 -34439.7 -32739.4 347.057 10424.4 7700.33 33277.3 -14754.2 72058.7 121664 2193.01 15350 -1557.9 -28516.8 -53353.9 -4395.63 26970.1 -7956.94 11183.6 45620.3 -2520.8 -1209.02 17748.3
internal_weight=0 97915 54120 12939 2824 2017 332 162 170 1685 41181 2914 2760 489 110 129 64 2271 989 807 259 644 98 74 1282 548 156 392 10115 620
internal_count=4318164 97915 54120 12939 2824 2017 332 162 170 1685 41181 2914 2760 489 110 129 64 2271 989 807 259 644 98 74 1282 548 156 392 10115 620
is_linear=0
shrinkage=0.1


Tree=3605
num_leaves=31
num_cat=0
split_feature=5 5 0 0 2 3 3 2 2 0 1 1 1 3 4 2 1 0 2 0 0 0 3 3 2 5 0 2 1 1
split_gain=4.60681e+11 2.46388e+12 8.73088e+12 1.27178e+13 1.14858e+13 9.01122e+12 2.1801e+13 3.64523e+13 4.40811e+13 2.9558e+13 3.54367e+13 4.44788e+13 1.92628e+13 1.72331e+13 1.68743e+13 1.42525e+13 1.40578e+13 2.30519e+13 1.21216e+13 1.25444e+13 1.15295e+13 2.62833e+13 3.56213e+13 3.12841e+13 5.47822e+13 3.83253e+13 2.1576e+13 1.65705e+13 1.94595e+13 1.64872e+13
threshold=102.01000000000001 104.75000000000001 55.110554300000004 55.141517900000004 3.5000000000000004 17.500000000000004 18.500000000000004 12.500000000000002 14.500000000000002 45.013473000000012 39.027779200000005 38.92948375000001 38.950530550000003 20.500000000000004 2.5000000000000004 12.500000000000002 39.488326500000007 45.03656895000001 13.500000000000002 54.986619450000006 45.070824200000011 45.022371150000005 11.500000000000002 16.500000000000004 10.500000000000002 103.45000000000002 44.893607100000004 11.500000000000002 37.436176200000013 37.342273500000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 20 7 -7 -9 15 11 -11 -13 -14 -12 -8 17 -16 -18 -20 21 22 26 24 -23 -26 29 -22 -29 -2
right_child=1 -3 3 -5 -6 6 9 8 -10 10 14 12 13 -15 16 -17 18 -19 19 -21 27 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=5.2421894164387028 96742.573138718377 -45.204702432658131 5394.474726562501 512.54538054333591 95297.618901909736 647.13916015625 25603.110816271554 215920.81922940342 21834.912039062503 93895.918730468751 -49846.945861328131 -149026.65791440217 -91776.05604771206 -18460.974204427082 -21283.20125679348 132341.26697443181 -5605.7041711967222 106880.21950954861 7807.9029631785861 75080.109937375091 -7557.6369559234045 16292.380263961875 -53306.689063752005 -34715.248554687503 191470.00350378791 18658.274600074405 -56357.581890980124 57412.374857954543 -40491.333166735982 5636.7119985471309
leaf_weight=4209727 21 97665 30 5787 27 76 29 22 25 20 50 23 56 75 23 22 310 36 78 43 2650 362 156 90 33 21 55 22 263 367
leaf_count=4209727 21 97665 30 5787 27 76 29 22 25 20 50 23 56 75 23 22 310 36 78 43 2650 362 156 90 33 21 55 22 263 367
internal_value=0 -203.511 -1638.81 975.525 47980.2 -4739.09 4381.87 43457.8 112684 -1900.93 -7154.35 -46400.7 -64621.1 -49801.8 5491.7 71647 11138.5 56918.2 4871.68 31714.6 -6743.89 1962.5 -12212.4 18742.7 30308.1 124265 2258.69 -10021.8 -32933.9 10567.7
internal_weight=0 108437 10772 5844 57 4928 888 123 47 765 714 174 154 131 540 51 490 59 431 121 4040 1105 599 506 416 54 443 2935 285 388
internal_count=4318164 108437 10772 5844 57 4928 888 123 47 765 714 174 154 131 540 51 490 59 431 121 4040 1105 599 506 416 54 443 2935 285 388
is_linear=0
shrinkage=0.1


Tree=3606
num_leaves=31
num_cat=0
split_feature=5 3 3 1 1 3 0 1 1 2 2 0 2 1 1 0 1 2 3 1 1 0 4 0 2 3 2 0 0 2
split_gain=4.54432e+11 1.80448e+12 1.72602e+12 4.73222e+12 5.2589e+12 4.39767e+12 4.06336e+12 7.58279e+12 3.6632e+12 7.5306e+12 3.0832e+12 2.40704e+12 3.4349e+12 2.13863e+12 5.29367e+12 1.02238e+13 7.30801e+12 1.16484e+13 1.02567e+13 1.46452e+13 8.12302e+12 7.12891e+12 1.50407e+13 6.19624e+12 4.74769e+12 9.05788e+12 9.2517e+12 3.9851e+12 1.94677e+13 1.00241e+13
threshold=225.45000000000002 32.500000000000007 20.500000000000004 43.94115175000001 61.396377350000009 17.500000000000004 55.74310830000001 39.726951800000002 39.016372550000007 15.500000000000002 17.500000000000004 45.029420750000007 22.500000000000004 38.959914000000005 39.032393150000004 45.040161900000008 39.694727950000008 9.5000000000000018 5.5000000000000009 39.262370300000008 39.714575750000009 45.067452850000002 4.5000000000000009 45.091904500000005 11.500000000000002 16.500000000000004 13.500000000000002 45.022371150000005 45.053747000000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 8 -5 13 7 10 9 -4 -7 -11 -13 27 15 -15 17 18 19 -16 -18 22 -17 -23 -22 26 -26 29 -29 -2
right_child=1 -3 3 4 -6 6 -8 -9 -10 11 -12 12 -14 14 16 21 20 -19 -20 -21 24 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.0196628670343741 -22161.234714226975 27819.378984375002 30426.520779666389 -66011.795673076922 2194.5274218750001 -26751.523394097225 54177.387276785717 62469.576054687495 33674.264699074076 -51324.348437500004 22218.276953125001 -31481.000513980267 18170.188139204543 77600.334780649035 8103.1929896763395 24957.972035256411 61266.58389945652 -82416.681370192324 28261.934672407675 -103937.260625 916.72132248693242 68812.070619936349 -74404.225263671877 -3613.7055803571429 41101.203843750001 69036.672864583335 -46780.319293478264 -98893.671875 -3345.5126193219717 46276.130393016589
leaf_weight=4313902 38 25 37 26 20 36 28 20 27 23 20 38 22 26 28 39 23 26 44 20 2780 27 25 21 25 30 23 22 694 49
leaf_count=4313902 38 25 37 26 20 36 28 20 27 23 20 38 22 26 28 39 23 26 44 20 2780 27 25 21 25 30 23 22 694 49
internal_value=0 1032.08 874.024 -8364.89 -36356.9 1314.95 21612.2 9614.5 394.507 -7093.44 -9262.31 -23819.2 -13275.6 779.186 1957.93 21108 1076.74 -23315 -6612.29 -38580.3 2075.77 7993.69 -13855.4 37125.8 1599.43 25931.8 -1008.69 -3825.71 -6281.35 16383.9
internal_weight=0 4262 4237 193 46 4044 104 76 147 120 56 83 60 3940 3137 138 2999 118 92 48 2881 112 64 48 2858 78 48 803 716 87
internal_count=4318164 4262 4237 193 46 4044 104 76 147 120 56 83 60 3940 3137 138 2999 118 92 48 2881 112 64 48 2858 78 48 803 716 87
is_linear=0
shrinkage=0.1


Tree=3607
num_leaves=31
num_cat=0
split_feature=1 3 6 0 0 1 2 2 0 0 0 0 0 5 4 5 0 5 3 5 5 5 0 5 5 0 5 4 4 5
split_gain=4.47541e+11 5.59823e+12 1.13712e+13 1.0052e+13 2.30914e+13 6.53186e+13 2.92492e+13 2.16799e+13 2.07396e+13 2.52978e+13 1.79464e+13 5.3547e+13 3.45707e+13 3.0165e+13 4.93437e+13 2.51309e+13 3.29675e+13 2.33884e+13 2.27353e+13 2.26431e+13 2.1535e+13 2.08052e+13 2.0239e+13 3.78298e+13 2.66183e+13 2.01736e+13 4.36246e+13 2.28866e+13 1.90924e+13 1.73362e+13
threshold=30.102666750000001 5.5000000000000009 1.5000000000000002 57.692655200000004 58.049540950000008 28.619594500000002 1.5000000000000002 2.5000000000000004 54.943649450000002 54.725565150000001 59.863160500000006 59.904813200000007 60.003414000000006 52.405000000000008 2.5000000000000004 55.990000000000002 59.853570100000006 59.510000000000012 2.5000000000000004 78.710000000000022 71.00500000000001 56.835000000000008 59.882016200000002 65.045000000000016 76.00500000000001 60.063729500000008 85.91500000000002 1.5000000000000002 2.5000000000000004 52.710000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 9 -4 15 17 13 18 20 28 19 21 -13 -17 -15 -12 23 -19 -25 26 27 -14 -6 -7
right_child=-2 -3 3 4 10 29 -8 -9 -10 -11 11 12 25 14 -16 16 -18 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5043.9407260242888 3.64216655666677 421.0465455709259 -6570.7109850829966 -10538.764850415862 -5403.9087210526259 -42277.108760385665 18475.439387592112 -13458.256135961747 -21659.702177943447 16413.063427146608 16142.075959757827 55951.592417279411 12044.683452442026 -79692.001102456707 -20320.043133444866 -21053.67381087282 -64468.890975516188 201858.1875 -13832.116620924855 23358.941234085651 -193047.01320684527 -62549.278286830362 20542.458924549552 -25443.979404633621 94547.708563112756 -3794.4139632428469 -10396.453006815411 63491.456695716421 33247.591207320605 -132661.45009765626
leaf_weight=2171 4263593 36740 1000 445 2396 63 1585 2304 362 919 839 51 158 83 244 767 154 21 552 135 21 35 111 29 51 2644 333 191 135 32
leaf_count=2171 4263593 36740 1000 445 2396 63 1585 2304 362 919 839 51 158 83 244 767 154 21 552 135 21 35 111 29 51 2644 333 191 135 32
internal_value=0 -284.56 -1738.43 -2678.7 -1048.54 8322.45 12115.2 -6616.3 294.644 4436.11 -3273.5 388.67 -4646.44 -21459.8 -44903.8 -8748.89 -21707.3 20218.5 -7930.01 -14406.6 -102581 12990.8 50015.5 82406.7 51050.7 160.998 15495.5 40200.4 -3342.29 -72722.4
internal_weight=0 54571 17831 15660 11075 2125 2030 4585 2281 1919 8950 5363 4277 951 348 3587 1056 1086 603 902 104 874 212 101 80 3326 682 349 2531 95
internal_count=4318164 54571 17831 15660 11075 2125 2030 4585 2281 1919 8950 5363 4277 951 348 3587 1056 1086 603 902 104 874 212 101 80 3326 682 349 2531 95
is_linear=0
shrinkage=0.1


Tree=3608
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 1 3 5 3 4 4 5 3 0 6 3 0 3 3 5 5 5 3 5 0 0 5 0 5 5
split_gain=4.52637e+11 1.15528e+13 1.71872e+13 3.40762e+13 2.54376e+13 1.9638e+13 1.88114e+13 2.61962e+13 2.95716e+13 2.6085e+13 2.04369e+13 2.22152e+13 1.49914e+13 1.24389e+13 1.24344e+13 1.72681e+13 2.18692e+13 1.45022e+13 1.32868e+13 1.24013e+13 1.21159e+13 1.19216e+13 1.16095e+13 1.05719e+13 1.01231e+13 1.68268e+13 1.67894e+13 1.92215e+13 1.63188e+13 1.18391e+13
threshold=50.388877400000005 52.307266200000008 56.367862600000002 55.695992150000002 73.405000000000015 50.888703650000004 11.500000000000002 57.405000000000008 14.500000000000002 2.5000000000000004 2.5000000000000004 67.990000000000023 3.5000000000000004 55.769960200000007 1.5000000000000002 8.5000000000000018 61.674413550000004 15.500000000000002 6.5000000000000009 88.015000000000015 60.905000000000008 70.50500000000001 9.5000000000000018 58.040000000000006 55.628356700000005 55.039751500000008 142.05000000000004 55.455204450000004 142.05000000000004 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 12 19 10 -8 9 20 11 -7 13 -5 17 18 22 23 -16 -2 -9 -22 -17 -4 25 29 27 -27 -26 -12
right_child=1 -3 14 4 -6 6 7 8 -10 -11 24 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=26.544933365071699 -9287.7182606569022 -3.6649002461609097 -7369.5986823196818 14724.55040192557 -42881.680415019451 -925.83681173429784 1950.9009781569578 -147990.26139705881 5654.4981368719364 -28329.631023070189 7443.6325388967889 -33385.429628996259 -12621.977355089193 -14530.548261492895 -792.87346596814325 20721.835606719229 1063.4768764222442 21878.946825062147 -26274.267432338169 -61234.639187167551 -12885.223195684524 -109267.48226799244 5208.4606726426355 -30582.21045772668 11990.099115367899 -29578.220600344812 -101312.88960937501 7295.758231006148 84158.039483642584 64147.845322779605
leaf_weight=2582291 2070 1703034 764 404 249 7434 356 34 102 111 1186 217 3302 227 8006 1148 3516 132 210 47 21 33 832 264 1503 243 20 338 32 38
leaf_count=2582291 2070 1703034 764 404 249 7434 356 34 102 111 1186 217 3302 227 8006 1148 3516 132 210 47 21 33 832 264 1503 243 20 338 32 38
internal_value=0 -39.4883 -1897.3 -3978.69 -11885.5 -1579.99 27.7202 -16410 -38126 -60566.2 1008.52 -1846.47 -9923.08 4200.13 617.26 1458.28 5797.18 -9324.19 -1444.17 -10441 -101228 -71785.5 14203.1 -13330.8 7509.57 2475.6 -11227.6 -8126.58 13494.6 9204.06
internal_weight=0 1.73587e+06 32839 17967 4182 13785 11668 657 301 199 11011 7651 3933 631 14872 13712 5496 1160 8216 2117 88 54 1980 1028 3360 1825 601 581 1535 1224
internal_count=4318164 1735873 32839 17967 4182 13785 11668 657 301 199 11011 7651 3933 631 14872 13712 5496 1160 8216 2117 88 54 1980 1028 3360 1825 601 581 1535 1224
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=31
num_cat=0
split_feature=3 0 5 5 6 1 1 3 2 3 1 5 5 1 0 4 4 3 3 3 3 5 1 5 2 5 2 2 1 2
split_gain=4.16787e+11 4.03282e+12 1.53391e+13 2.91428e+13 3.71492e+13 3.82417e+13 6.37406e+13 5.00054e+13 2.50051e+13 4.45813e+13 3.78318e+13 6.43913e+13 9.46044e+13 6.40627e+13 5.03285e+13 4.22301e+13 2.89387e+13 2.11856e+13 3.92717e+13 2.03358e+13 2.09693e+13 2.02894e+13 2.00124e+13 3.74557e+13 1.92443e+13 1.92132e+13 2.70961e+13 2.65183e+13 3.1297e+13 2.55303e+13
threshold=10.500000000000002 44.893607100000004 55.005000000000003 67.990000000000023 1.5000000000000002 42.09605220000001 39.753614400000011 12.500000000000002 18.500000000000004 22.500000000000004 38.422276900000007 60.005000000000003 64.020000000000024 39.726951800000002 43.592450450000008 1.5000000000000002 1.5000000000000002 16.500000000000004 20.500000000000004 16.500000000000004 14.500000000000002 55.990000000000002 39.726951800000002 65.045000000000016 7.5000000000000009 59.245000000000012 5.5000000000000009 3.5000000000000004 39.488326500000007 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 25 9 10 -9 17 13 15 -15 -13 -11 -12 -19 20 24 -8 -14 -24 -17 29 27 -27 -29 -6
right_child=1 -3 3 -5 5 -7 21 8 -10 16 11 12 22 14 -16 19 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=24.187931820735603 727.74921338038587 -12.920861755607428 3197.5354851563084 -15.115530395393112 12218.278213633663 10382.632291029779 -133730.16425781252 -9148.5610675169009 53092.044857662673 20614.741861979168 6422.3998979048301 157623.04726562501 15765.653695140165 247584.27855902782 62891.139687499999 -26778.21005434783 -66621.945324240107 -71103.627548668039 47756.831250000003 91993.649003906248 -42700.596365489131 -40095.214719349606 -107843.16275661893 29006.485359022354 88017.821169433591 -30983.000099475932 -22119.856205536969 -49462.791582031256 -138616.82578124999 -71810.907152777785
leaf_weight=2688514 25016 1583073 2306 13303 184 690 24 2463 73 48 176 32 136 36 25 23 183 122 36 40 46 647 45 36 40 161 481 90 70 45
leaf_count=2688514 25016 1583073 2306 13303 184 690 24 2463 73 48 176 32 136 36 25 23 183 122 36 40 46 647 45 36 40 161 481 90 70 45
internal_value=0 -39.904 -957.016 -2911.75 -7578.01 -11752.8 -14655.4 -10447.7 -4831.33 -6043.95 -3032.24 15964.6 40272.3 83262.7 171890 53393.8 -48494.8 -17440.3 -44021.5 31008.9 8629.23 -43444.3 -7670.88 -47021.1 46108.2 -29841 -37135.6 -59635.8 -88467.7 -4294.01
internal_weight=0 1.62965e+06 46577 21561 8258 5952 5262 4591 3560 3487 3256 793 459 242 61 181 231 334 158 149 109 671 217 81 63 1031 802 321 160 229
internal_count=4318164 1629650 46577 21561 8258 5952 5262 4591 3560 3487 3256 793 459 242 61 181 231 334 158 149 109 671 217 81 63 1031 802 321 160 229
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 5 0 1 3 1 5 5 5 3 4 1 2 4 4 1 5 5 3 5 5 3 5 3 1 5
split_gain=4.47379e+11 6.7868e+12 6.13844e+12 2.46662e+13 6.11284e+13 4.79572e+13 2.43282e+13 4.92216e+13 2.29935e+13 2.75543e+13 2.13748e+13 1.9209e+13 1.87726e+13 3.08248e+13 2.74075e+13 2.99447e+13 4.09611e+13 2.42017e+13 2.39911e+13 1.9055e+13 2.29162e+13 2.00675e+13 1.81899e+13 1.57496e+13 1.54774e+13 1.5241e+13 1.44742e+13 1.43359e+13 1.4195e+13 1.94279e+13
threshold=47.236539400000005 33.101335500000005 46.672631750000008 39.488326500000007 39.262370300000008 72.010000000000005 47.155083450000006 39.666208800000007 3.5000000000000004 39.630124250000001 142.05000000000004 76.730000000000018 56.205000000000005 17.500000000000004 4.5000000000000009 39.704585000000002 5.5000000000000009 2.5000000000000004 4.5000000000000009 39.666208800000007 105.35000000000001 96.015000000000015 13.500000000000002 128.92000000000004 161.85000000000002 5.5000000000000009 67.990000000000023 11.500000000000002 39.714575750000009 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 22 -6 7 -5 9 -8 -11 -9 -10 14 17 23 -17 27 19 20 21 -15 25 -16 -19 -4 -27 -14 29 -21
right_child=-2 2 3 6 5 -7 8 11 12 10 -12 -13 13 18 15 16 -18 24 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=48448.024279364843 -14.2661723535028 -39.097928003226571 4599.5209704322469 -36470.200395352891 16929.101544297329 88459.876085180163 37471.824227532037 -1951.3861428103039 212.79146204585197 -8351.1115411194969 92803.609523809529 -26034.950985930685 20376.015898976202 -8973.208393013103 -28017.840022389482 -33661.464950284091 -206258.93375 4299.7836178205307 108008.495234375 16173.485581951341 -108268.88396739132 76188.366071428565 -87471.563574218759 75369.952785326095 57991.818663194455 -310.62157744513149 -17711.647064707944 7613.2091578509244 -1178.2496051688797 -22756.279700877571
leaf_weight=29 3609165 622398 5313 457 2150 98 139 8886 42564 3974 21 344 1857 2346 41 44 20 9301 20 1051 23 28 23 23 54 1799 651 1673 3526 146
leaf_count=29 3609165 622398 5313 457 2150 98 139 8886 42564 3974 21 344 1857 2346 41 44 20 9301 20 1051 23 28 23 23 54 1799 651 1673 3526 146
internal_value=0 72.6221 70.6433 859.613 5521.52 20047.4 248.445 -4435.11 927.113 -6296.53 -7819.38 -2848.98 1403.26 3917.58 6814.53 -39230.5 -87598.2 7271.94 -1362.25 -1669.47 -8931.19 -7968.78 1327.55 9137.15 4609.71 1590.64 -4934.32 14327.2 2015.97 11425.2
internal_weight=0 708999 708970 86572 10034 2248 76538 9687 66851 4134 3995 9230 62717 20153 13013 128 64 12885 7140 7120 2397 2374 7786 64 9355 7763 2450 3530 4723 1197
internal_count=4318164 708999 708970 86572 10034 2248 76538 9687 66851 4134 3995 9230 62717 20153 13013 128 64 12885 7140 7120 2397 2374 7786 64 9355 7763 2450 3530 4723 1197
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=31
num_cat=0
split_feature=5 5 0 3 1 3 3 4 0 0 0 1 6 0 1 1 1 0 3 1 0 3 6 2 0 0 5 1 4 1
split_gain=4.34747e+11 1.01207e+13 2.65851e+13 1.46522e+13 1.55883e+13 1.23212e+13 9.10439e+12 1.05994e+13 9.20607e+12 1.05897e+13 2.01723e+13 9.65657e+12 9.60222e+12 8.06548e+12 7.91052e+12 8.83414e+12 8.20899e+12 7.57489e+12 6.86207e+12 5.94213e+12 8.3312e+12 9.66507e+12 7.32789e+12 5.79474e+12 5.60899e+12 6.93329e+12 8.57438e+12 6.31807e+12 5.69004e+12 5.38313e+12
threshold=29.985000000000003 29.050000000000004 43.592450450000008 4.5000000000000009 43.048525950000005 8.5000000000000018 18.500000000000004 2.5000000000000004 55.924336300000007 55.784980300000008 55.762622900000004 82.967723800000016 1.5000000000000002 43.465905150000005 30.410108300000001 82.871296800000025 83.006817700000013 55.078308950000007 17.500000000000004 38.151577750000008 59.982527000000012 16.500000000000004 1.5000000000000002 9.5000000000000018 60.017447350000005 59.982527000000012 29.610000000000003 30.243224600000001 1.0000000180025095e-35 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 13 7 14 9 10 11 29 -10 -5 18 19 17 -17 24 20 -16 22 -22 -14 25 28 -27 -26 -4 -8
right_child=-2 2 6 4 -6 -7 8 -9 12 -11 -12 -13 23 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-45.949195234264913 -7.8056674973051221 -647.84298339843758 -3811.8038794801951 161079.98045857748 -154.60121708622685 39422.957527406754 -20444.05430438702 75940.521640625011 9174.9162694864117 -21563.503695395866 93998.228980654763 -17076.713013032837 6363.3647432834987 77254.28005814986 7149.1394341488603 13770.407508370699 1522.195577844773 -6916.8157916275104 70178.751289062508 -572.8810425891952 -30697.569514063787 46901.904730902781 1443.79326171875 -19374.301459503175 2969.3238984375002 5710.9876595510568 -51725.67215129573 48860.770788492839 17617.056516276043 3700.0495390605001
leaf_weight=229327 4071751 50 171 24 27 31 104 20 912 410 21 434 139 22 2265 1601 1531 199 20 7046 152 27 133 236 50 71 41 75 450 824
leaf_count=229327 4071751 50 171 24 27 31 104 20 912 410 21 434 139 22 2265 1601 1531 199 20 7046 152 27 133 236 50 71 41 75 450 824
internal_value=0 128.982 2476.89 43838 65225.5 88151 2100.7 3194.13 -2816.89 -7448.81 -3264.4 -4764.05 3636.13 120989 3088.94 2466.35 6904.97 11483.3 12274.7 929.921 5038.86 -10280.9 -15698.3 -9834.21 10925 7586.06 -15314.9 30504.2 11716.4 994.245
internal_weight=0 246413 17086 154 104 77 16932 13852 3080 1793 1383 1362 1287 46 13832 12954 3331 1800 878 9623 2577 312 285 375 858 733 112 125 621 928
internal_count=4318164 246413 17086 154 104 77 16932 13852 3080 1793 1383 1362 1287 46 13832 12954 3331 1800 878 9623 2577 312 285 375 858 733 112 125 621 928
is_linear=0
shrinkage=0.1


Tree=3612
num_leaves=31
num_cat=0
split_feature=3 5 5 1 5 0 5 3 0 0 5 1 0 1 5 1 5 1 1 0 0 1 5 1 0 5 0 5 0 0
split_gain=4.27171e+11 3.77038e+12 1.1806e+13 1.8005e+13 1.10669e+13 1.67758e+13 1.5256e+13 1.45461e+13 1.33564e+13 2.13958e+13 1.51715e+13 1.50342e+13 1.47616e+13 1.26334e+13 4.88586e+13 1.41486e+13 1.32623e+13 1.14269e+13 2.65331e+13 3.3667e+13 3.44634e+13 3.20132e+13 2.72418e+13 3.19126e+13 2.64115e+13 2.62603e+13 6.15298e+13 5.45971e+13 2.54172e+13 2.47516e+13
threshold=3.5000000000000004 74.610000000000014 90.015000000000015 39.488326500000007 95.020000000000024 43.592450450000008 97.050000000000011 2.5000000000000004 57.814144100000007 54.648549400000007 93.00500000000001 83.011163250000024 54.725565150000001 20.507360500000004 112.04500000000002 28.619594500000002 150.04500000000004 37.767735350000002 37.214886200000009 55.899899800000007 55.860536450000005 37.328003200000005 137.05000000000004 37.615058950000012 56.009576300000013 107.05000000000001 55.91302515000001 103.45000000000002 53.242949050000007 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -6 -4 9 -7 -10 12 -11 14 -8 16 -15 18 24 20 21 -20 -23 -24 25 27 -27 28 -17 -26
right_child=-2 2 4 -5 6 8 13 -9 10 11 -12 -13 -14 15 -16 17 -18 -19 19 -21 -22 22 23 -25 29 26 -28 -29 -30 -31
leaf_value=254.94496189168458 -7.6989522808438666 1865.5504107662714 -9705.4891369047618 -5806.333680971682 -15654.152413461408 -2763.6519674308238 -138791.42132056452 91087.314308810775 -40408.144479851973 88774.424798387103 14515.07354654948 105955.16218039773 17790.263453087442 67508.381609122982 8582.9668540396342 86659.665877685547 -10207.382927389706 3187.5068434896793 -80055.439268369941 -83864.342819940473 102157.41796875 -23881.305183201213 97532.356290147582 -51759.74944196429 -23655.926313589534 -25390.710274422268 160271.59263392858 201094.70585937501 -24722.724367559524 15752.351436631943
leaf_weight=221209 4074053 4793 21 8456 567 538 31 45 114 31 90 22 533 62 82 40 34 6126 74 84 24 204 45 21 389 119 21 24 42 270
leaf_count=221209 4074053 4793 21 8456 567 538 31 45 114 31 90 22 533 62 82 40 34 6126 74 84 24 204 45 21 389 119 21 24 42 270
internal_value=0 128.491 -1092.92 -3030.93 1567.04 9808.7 175.963 59016.9 7363.11 11635.6 -16177.3 24855.3 21691.9 1342.85 -31847.2 1837.7 39984 1348.32 -6954.47 -26740.5 -13701.4 -21784.6 -5814.02 50030.3 2927.62 30888.3 2458.64 68436.8 29610.1 -7509.89
internal_weight=0 244111 22902 13249 9653 1394 8259 66 1328 1124 204 586 564 7692 113 7579 96 7483 1357 452 368 344 270 66 905 246 140 106 82 659
internal_count=4318164 244111 22902 13249 9653 1394 8259 66 1328 1124 204 586 564 7692 113 7579 96 7483 1357 452 368 344 270 66 905 246 140 106 82 659
is_linear=0
shrinkage=0.1


Tree=3613
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 1 5 5 5 0 0 1 0 3 0 5 0 3 1 0 5 5 0 4 1 5 5 5 5 5
split_gain=4.35683e+11 3.64693e+12 2.58592e+13 3.76314e+13 2.63923e+13 3.88294e+13 3.04548e+13 4.36488e+13 4.33081e+13 2.40561e+13 2.28604e+13 2.82881e+13 1.7408e+13 1.52317e+13 1.44565e+13 2.27843e+13 1.25083e+13 1.21425e+13 2.64964e+13 2.36102e+13 1.826e+13 1.26579e+13 2.43954e+13 1.71978e+13 1.12905e+13 1.50009e+13 1.04393e+13 2.84416e+13 1.02463e+13 9.67242e+12
threshold=4.5000000000000009 82.784560750000011 82.95335685000002 82.940215400000014 54.940316550000006 82.911991800000024 123.15000000000002 177.02500000000003 118.33500000000002 55.02863030000001 55.07108800000001 82.907204800000002 55.030402950000003 2.5000000000000004 55.046835900000012 82.00500000000001 55.030402950000003 3.5000000000000004 82.91993380000001 55.010031850000011 54.410000000000004 65.50500000000001 55.002082750000007 2.5000000000000004 82.911991800000024 79.730000000000018 103.45000000000002 102.01000000000001 56.205000000000005 67.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 10 9 17 11 -8 -11 -5 15 16 -15 21 20 -20 -19 22 -6 -23 25 -22 27 -14 -24 -26
right_child=-2 2 -4 13 6 -7 7 -9 -10 12 -12 -13 26 14 -16 -17 -18 18 19 -21 24 23 28 -25 29 -27 -28 -29 -30 -31
leaf_value=28.804126882125587 9.7569906207417105 5859.7959466612065 237.23453901721328 5818.4312754398634 -6721.6031103783671 75042.039663628486 168475.64226973685 -47894.75299479167 -125685.8090625 21090.36953465869 -4682.4676669034088 33108.45616361178 -2191.1627462984466 -15966.259451609643 -18347.668560386683 -144598.92758152174 -58982.728268055864 -15336.593002518492 129249.13415527344 7135.7693905479027 -36414.939467938028 85342.564531249998 -36021.870194738054 4738.8228546006949 -48131.343951612907 -89486.073139391447 -37413.438410673953 106945.169921875 -105677.47572656251 27138.250808233966
leaf_weight=315930 3945856 823 44922 119 2593 90 38 36 30 342 22 26 4735 116 317 23 162 1042 20 76 178 30 136 225 31 76 83 24 25 38
leaf_count=315930 3945856 823 44922 119 2593 90 38 36 30 342 22 26 4735 116 317 23 162 1042 20 76 178 30 136 225 31 76 83 24 25 38
internal_value=0 -103.408 -844.297 -5085.27 -3582.42 12679.5 -5096.51 44554.7 -5722.02 -5349.23 83254.4 113483 -713.904 -26942.9 -33251.3 -48947.1 -41033.4 -10725 -18204.7 32576.1 -21776.1 -7093.23 -9066.82 14221.6 -42549.9 -52294.5 -2253.98 -1640.78 -46838 -6678.52
internal_weight=0 372308 56378 11456 10719 913 9806 122 9684 9654 86 64 5184 737 618 301 278 4470 1461 96 1365 3009 2754 255 323 254 4842 4759 161 69
internal_count=4318164 372308 56378 11456 10719 913 9806 122 9684 9654 86 64 5184 737 618 301 278 4470 1461 96 1365 3009 2754 255 323 254 4842 4759 161 69
is_linear=0
shrinkage=0.1


Tree=3614
num_leaves=31
num_cat=0
split_feature=5 3 5 4 5 1 0 1 1 0 0 0 1 1 1 0 5 1 0 3 5 0 0 1 0 0 2 2 0 1
split_gain=4.33107e+11 2.40159e+12 5.6251e+12 1.07201e+13 5.85976e+13 4.19839e+13 2.33543e+13 2.49683e+13 1.9198e+13 1.33642e+13 4.1161e+13 3.30277e+13 2.79673e+13 1.65121e+13 1.2773e+13 1.23851e+13 2.01158e+13 2.87256e+13 1.57029e+13 1.29673e+13 1.23666e+13 3.32191e+13 4.59668e+13 3.91106e+13 4.03706e+13 4.64762e+13 3.96506e+13 3.71615e+13 4.12655e+13 3.22108e+13
threshold=102.01000000000001 5.5000000000000009 120.05000000000001 1.5000000000000002 137.05000000000004 43.868031300000006 44.039893800000009 43.808567100000012 30.388336800000001 57.178027650000011 57.157092150000004 57.60800230000001 65.520339550000017 65.610478850000007 61.880021000000006 56.635684300000008 137.05000000000004 65.551978750000004 56.501468900000013 3.5000000000000004 142.05000000000004 54.959412650000012 54.990279300000005 82.940215400000014 56.338501050000012 56.281985950000006 2.5000000000000004 2.5000000000000004 55.099723300000008 37.889331900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -6 -4 10 15 13 -12 -11 -8 18 17 -17 20 -18 21 -5 -23 24 25 27 -27 -24 -29 -30
right_child=1 -3 3 9 6 -7 14 -9 -10 11 12 -13 -14 -15 -16 16 19 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=5.0828815985240068 -2886.608780856101 34.627193658616953 66735.841992187503 -373.55397339419545 -128171.15604745371 -25994.369570312501 18330.226334861476 -1697.064061180321 190899.4303503788 -65993.49511728363 -16156.248177083335 -3710.9876044606372 105488.70814732143 27845.059379438924 -29634.888805970149 -55600.331309076006 -26848.038000488283 59566.561132812501 62215.835110828491 19076.681173902365 -1901.7716718665213 137935.48948863635 -5004.5028030484746 -59556.013843173678 -78858.808746832772 165314.44930245538 39877.779692150303 119770.21724330357 76888.984948059762 6426.9465669074953
leaf_weight=4209727 9934 87243 20 2210 27 20 324 37 33 127 27 2569 63 22 67 162 96 25 43 171 4266 33 342 61 37 42 63 56 91 226
leaf_count=4209727 9934 87243 20 2210 27 20 324 37 33 127 27 2569 63 22 67 162 96 25 43 171 4266 33 342 61 37 42 63 56 91 226
internal_value=0 -197.327 -1152.14 378.069 14288.9 97459.1 945.15 -55053.3 144045 -306.326 1748.77 -6365.75 68995.2 -52138.1 10111.1 984.988 -15051.5 -40203.7 1959.63 2564.42 1610.77 6351.19 21978.6 17810.2 23317 27927.4 90052.4 18804.2 40634.1 26654.2
internal_weight=0 108437 21194 11260 528 73 455 64 53 10732 8014 2718 90 149 391 7924 454 187 7470 267 7427 3161 951 918 857 820 105 715 373 317
internal_count=4318164 108437 21194 11260 528 73 455 64 53 10732 8014 2718 90 149 391 7924 454 187 7470 267 7427 3161 951 918 857 820 105 715 373 317
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=31
num_cat=0
split_feature=4 5 3 0 5 5 5 2 5 3 3 3 0 5 5 5 6 5 1 1 1 3 1 5 0 0 5 1 2 1
split_gain=4.65758e+11 3.16124e+12 2.17924e+13 1.76096e+13 1.72872e+13 1.25071e+13 3.67014e+12 3.40184e+12 9.09399e+12 1.38292e+13 2.33486e+13 1.58381e+13 1.85164e+13 1.86097e+13 1.61308e+13 1.59016e+13 2.59023e+13 1.6364e+13 1.48744e+13 1.6441e+13 1.35259e+13 1.3483e+13 1.69268e+13 1.32491e+13 1.53393e+13 4.29912e+13 1.83017e+13 1.45536e+13 1.9787e+13 1.38856e+13
threshold=4.5000000000000009 20.010000000000002 5.5000000000000009 55.826364100000013 16.850000000000005 24.010000000000002 29.610000000000003 1.5000000000000002 125.85000000000001 10.500000000000002 16.500000000000004 17.500000000000004 55.87722990000001 116.06000000000002 79.730000000000018 71.715000000000018 1.5000000000000002 104.75000000000001 37.314272700000011 30.226173900000003 37.66934650000001 23.500000000000004 37.767735350000002 137.05000000000004 55.455204450000004 55.043101600000007 132.05000000000004 39.726951800000002 7.5000000000000009 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 -7 -8 9 -9 18 14 21 15 -12 -14 17 -17 19 -11 -20 22 -13 24 25 26 -10 -28 -29 -26
right_child=1 5 3 -5 -6 6 7 8 23 10 11 12 13 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=-1.8978560078521085 -14942.981741071429 66295.624296201509 -25985.711235119048 105126.20113281249 -129708.98764880952 -41217.446800595237 4369.2243142520629 -857.02955596523043 1571.0191373806065 14682.109378487725 -23441.302734375 -113172.23931451613 -19887.707585797994 -35756.96156063988 71349.579377693968 86485.295202636727 159131.98634435481 -30290.679977925618 23223.845488281251 -85001.759174679493 -28416.17261019451 7397.5955481150804 -25324.763983072917 513.90768510723399 17389.669351978511 105830.59782673465 -1004.9552734375001 109832.71383655025 3963.3869791666666 -14160.877297875892
leaf_weight=4303792 35 29 21 20 21 21 2067 4264 301 21 26 31 28 42 58 24 22 24 60 78 328 63 75 5978 277 59 40 51 27 281
leaf_count=4303792 35 29 21 20 21 21 2067 4264 301 21 26 31 28 42 58 24 22 24 60 78 328 63 75 5978 277 59 40 51 27 281
internal_value=0 568.326 -17423.4 37971.3 -57980.2 690.581 557.032 618.702 -18.9295 -3212.52 -14625.9 3506.56 -6960.27 19935.2 42009.5 43803.3 69279.6 28097.3 -29258.5 -63856.7 -20430.6 -29240.5 -51016 2323.22 12763.4 25910.4 14656.7 48036.3 73185.6 1501.31
internal_weight=0 14372 97 41 56 14275 14246 14225 12158 5144 880 393 309 140 84 98 70 48 487 99 388 169 106 7014 1036 478 419 118 78 558
internal_count=4318164 14372 97 41 56 14275 14246 14225 12158 5144 880 393 309 140 84 98 70 48 487 99 388 169 106 7014 1036 478 419 118 78 558
is_linear=0
shrinkage=0.1


Tree=3616
num_leaves=31
num_cat=0
split_feature=5 1 0 0 5 0 4 0 1 0 1 3 1 5 1 1 3 3 2 3 2 0 1 5 2 2 4 5 3 1
split_gain=4.42852e+11 7.16097e+12 9.51877e+12 3.56063e+13 5.59596e+13 2.20681e+13 2.58117e+13 1.63609e+13 2.2972e+13 1.68847e+13 3.21102e+13 2.13074e+13 2.04083e+13 3.25613e+13 1.82775e+13 2.12218e+13 2.19845e+13 2.4107e+13 2.02852e+13 1.6869e+13 2.13253e+13 1.47688e+13 1.46647e+13 1.47569e+13 4.07911e+13 2.88874e+13 5.52464e+13 3.6938e+13 2.73809e+13 2.60557e+13
threshold=112.04500000000002 47.282206100000003 52.485928400000006 53.145783300000012 132.05000000000004 47.228519500000004 2.5000000000000004 50.565831500000009 39.694727950000008 47.272352350000006 39.704585000000002 15.500000000000002 44.083877800000003 161.85000000000002 39.826386800000009 39.767857750000005 8.5000000000000018 10.500000000000002 4.5000000000000009 23.500000000000004 17.500000000000004 47.249522000000006 45.148007750000012 137.05000000000004 14.500000000000002 8.5000000000000018 4.5000000000000009 161.85000000000002 14.500000000000002 36.585378200000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 8 -8 10 -10 14 13 -11 15 16 -12 18 -18 20 22 -17 23 24 28 26 -25 -27 29 -9
right_child=1 -3 3 -5 -6 6 7 19 9 12 11 -13 -14 -15 -16 21 17 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=4.0878928252336193 667.03816281749687 -1322.4060816363697 -31272.615009014426 2008.3400898228986 163616.10087316178 28922.313185864827 -55846.146647342764 -34615.016646163291 103845.85773228237 -26658.865524088542 69206.048582732372 -30995.179949791393 5734.9401396868989 -110167.45470015914 -68568.670397418478 132159.24907407406 9896.8139470880687 36992.790755208334 -114841.50063476563 -84858.539152644225 94119.54282670455 18782.221796875001 47845.085629212626 -58910.195770974533 -100259.4225 -34136.958186848955 58258.036083984378 69433.970596590909 23523.901205595415 4356.7234324847077
leaf_weight=4248930 14229 32811 26 19085 34 172 157 257 28 345 39 191 146 54 23 27 22 42 32 26 22 20 51 249 40 72 48 66 404 516
leaf_count=4248930 14229 32811 26 19085 34 172 157 257 28 345 39 191 146 54 23 27 22 42 32 26 22 20 51 249 40 72 48 66 404 516
internal_value=0 -250.876 714.392 2250.15 79164.3 -987.31 -8707.78 -10957.5 -20361.4 -14612 353.784 -6963.84 -26255.1 -37960.8 15426.3 26041.1 5892.85 -19828.1 -64022.2 -4910.21 -3705.19 83913.7 -4968.93 -6599.38 -948.817 -22408 -39973.9 15397 2426.22 -8600.25
internal_weight=0 69234 36423 19145 60 17278 3049 2877 1126 969 424 396 545 399 205 182 135 96 54 1751 1725 47 1703 1652 1217 435 297 138 1177 773
internal_count=4318164 69234 36423 19145 60 17278 3049 2877 1126 969 424 396 545 399 205 182 135 96 54 1751 1725 47 1703 1652 1217 435 297 138 1177 773
is_linear=0
shrinkage=0.1


Tree=3617
num_leaves=31
num_cat=0
split_feature=4 5 5 0 3 2 4 2 1 5 2 3 3 0 3 2 0 0 3 3 2 1 4 3 3 5 0 0 0 0
split_gain=4.23836e+11 2.34156e+12 3.81655e+12 2.70874e+12 3.62392e+12 7.01955e+12 5.16115e+11 7.51697e+12 6.01138e+12 5.99695e+12 1.12909e+13 7.58859e+12 1.11138e+13 6.90358e+12 1.58368e+13 1.96262e+13 1.47102e+13 1.25822e+13 4.95307e+12 3.84295e+12 3.64884e+12 2.711e+12 4.44083e+11 3.38549e+12 1.07423e+13 1.16074e+13 1.62645e+13 1.07342e+13 1.6634e+13 8.54069e+12
threshold=8.5000000000000018 75.750000000000014 54.990000000000002 56.663136550000011 5.5000000000000009 7.5000000000000009 6.5000000000000009 11.500000000000002 78.608766650000021 46.010000000000012 8.5000000000000018 7.5000000000000009 9.5000000000000018 59.950068600000009 5.5000000000000009 3.5000000000000004 53.37994195000001 56.663136550000011 3.5000000000000004 4.5000000000000009 4.5000000000000009 37.597123000000003 4.5000000000000009 7.5000000000000009 8.5000000000000018 128.92000000000004 55.826364100000013 55.141517900000004 45.073740550000004 56.197733450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 22 8 9 -8 11 13 -13 14 15 16 18 -18 -11 -19 -16 -17 -1 -24 25 26 -25 28 -27 -29
right_child=1 3 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 -15 20 21 17 19 -20 -21 -22 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=-1.652929802757592 664.74040329391892 -27929.477081008186 52538.303447690225 -33715.034830729172 63534.525818452385 -19244.790625000001 -48296.704225852271 -63328.258515625006 -50213.452904211961 -41681.960874155411 76648.4453125 -70458.622324810611 9363.434364442568 -36643.180052083335 29272.125581868488 -30327.092038690476 99070.13182246768 -9307.4298032407405 18235.170170454545 45688.443619791673 79896.94868303572 -79064.723890624999 -1059.631281847207 8970.8423476562511 1372.7179197735379 -3020.8264534883724 123039.38368750001 -43980.942046693322 89114.42684461805 15275.544255719868
leaf_weight=4303792 37 21 23 24 21 20 22 20 23 37 21 33 37 30 24 21 29 27 22 24 35 25 6640 25 6928 43 25 43 36 56
leaf_count=4303792 37 21 23 24 21 20 22 20 23 37 21 33 37 30 24 21 29 27 22 24 35 25 6640 25 6928 43 25 43 36 56
internal_value=0 5387.85 20549.6 -5190.12 5851.78 23154.4 -0.182174 -3464.5 -544.313 2407.6 5463.75 1118.17 -28267 8625.32 14191.1 -196.162 18541 46478.2 -19340 16573 59303.8 -56814.9 0.162846 566.611 2075.59 23433 66005.1 11474.6 38964.9 -10462.1
internal_weight=0 146 60 86 62 41 4.31802e+06 430 410 387 365 344 70 274 244 185 139 80 59 51 59 46 4.31759e+06 13796 7156 228 50 178 79 99
internal_count=4318164 146 60 86 62 41 4318018 430 410 387 365 344 70 274 244 185 139 80 59 51 59 46 4317588 13796 7156 228 50 178 79 99
is_linear=0
shrinkage=0.1


Tree=3618
num_leaves=31
num_cat=0
split_feature=1 3 3 3 5 0 0 6 5 5 3 5 0 5 2 5 0 4 5 0 3 3 5 5 6 2 3 5 0 0
split_gain=4.1833e+11 5.39274e+12 7.81011e+12 9.35639e+12 1.25733e+13 1.24823e+13 2.57245e+13 2.70386e+13 1.49716e+13 1.11299e+13 2.35949e+13 2.10757e+13 9.76988e+12 1.97908e+13 9.58081e+12 8.8811e+12 8.36164e+12 1.15382e+13 7.94228e+12 7.80883e+12 3.01437e+13 3.30769e+13 1.53768e+13 8.3495e+12 7.65486e+12 7.42227e+12 7.36749e+12 7.12565e+12 1.11992e+13 7.54898e+12
threshold=30.102666750000001 23.500000000000004 16.500000000000004 17.500000000000004 46.405000000000008 59.916647550000008 60.017447350000005 1.5000000000000002 33.585000000000008 74.010000000000005 20.500000000000004 88.015000000000015 59.916647550000008 103.45000000000002 3.5000000000000004 73.405000000000015 59.939091550000008 3.5000000000000004 94.040000000000006 59.939091550000008 19.500000000000004 21.500000000000004 59.025000000000013 56.505000000000003 1.5000000000000002 5.5000000000000009 24.500000000000004 40.005000000000003 59.939091550000008 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 27 15 8 -8 -7 14 11 -11 -13 -14 -6 -4 18 -18 -12 23 22 -22 -21 -16 -25 -15 -3 29 -29 -5
right_child=-2 26 3 4 9 6 7 -9 -10 10 16 12 13 25 19 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-385.88575996133363 3.5212990518194349 -22769.293158737124 9419.3732216282897 -7200.3546839096962 -40479.203183962265 6418.9491498161769 -106565.24568452382 29480.874129231772 83534.968539082634 108460.53941964287 -28109.731905423676 71896.36510416666 -70710.180551382218 -2779.0246093750002 -59896.182796556124 -59170.834694602272 -10900.691779891305 -94243.740685096156 49326.124522569444 13545.766365979383 120688.88551181891 -14254.630928308823 -39607.833073179187 22615.676791158538 -39685.807113486844 82341.775401088176 23.73912256158934 93760.746549479169 18381.691077496256 20202.693998780291
leaf_weight=52344 4263593 251 133 170 106 34 21 48 97 35 26 24 26 20 49 22 46 26 27 97 39 34 124 41 38 21 326 27 73 246
leaf_count=52344 4263593 251 133 170 106 34 21 48 97 35 26 24 26 20 49 22 46 26 27 97 39 34 124 41 38 21 326 27 73 246
internal_value=0 -275.117 -172.353 6601.68 2659 20984.1 37491.7 -11924.5 63520.1 -5360.47 11975.9 42514 17149.9 -2460.71 -13601.8 -316.011 -18806.5 -40996.8 11338.7 -6850.6 2125.09 57838.5 -16278 -27466.6 -7352.13 40819.4 -9891.43 14765.9 38734 9004.33
internal_weight=0 54571 53994 1650 1295 355 200 69 131 779 251 126 91 67 528 155 125 72 53 422 294 73 221 128 79 41 577 516 100 416
internal_count=4318164 54571 53994 1650 1295 355 200 69 131 779 251 126 91 67 528 155 125 72 53 422 294 73 221 128 79 41 577 516 100 416
is_linear=0
shrinkage=0.1


Tree=3619
num_leaves=31
num_cat=0
split_feature=2 6 0 0 5 1 5 5 0 4 2 1 1 0 1 1 0 0 1 3 0 1 0 3 5 5 5 0 0 1
split_gain=3.92175e+11 3.48578e+12 6.67085e+12 6.97312e+12 9.2794e+12 6.21126e+12 1.26843e+13 1.07247e+13 1.05054e+13 2.69614e+13 1.41611e+13 1.45565e+13 1.16727e+13 2.28297e+13 4.01781e+13 1.03615e+13 1.1154e+13 9.49734e+12 9.47601e+12 9.07173e+12 8.443e+12 8.41244e+12 1.32525e+13 1.42913e+13 3.42313e+13 1.21051e+13 2.35066e+13 1.18336e+13 1.29232e+13 1.16746e+13
threshold=24.500000000000004 1.5000000000000002 54.484631300000011 47.228519500000004 87.395000000000024 37.792847950000002 59.245000000000012 62.710000000000008 55.806974650000008 1.5000000000000002 26.500000000000004 37.542000650000013 37.533784800000006 55.708120100000009 37.712318250000003 37.889331900000009 55.784980300000008 55.755036050000008 37.328003200000005 29.500000000000004 55.87722990000001 30.370618100000005 55.769960200000007 34.500000000000007 66.040000000000006 99.555000000000021 84.030000000000015 60.017447350000005 59.846652800000008 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 17 9 12 11 -11 -3 -14 -15 16 19 -8 -10 -7 -20 27 -23 24 -24 26 -26 28 -9 -29
right_child=1 5 -4 4 -6 15 7 21 18 10 -12 -13 13 14 -16 -17 -18 -19 20 -21 -22 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=1.9895666494641675 -4101.9612671592022 -10664.904115246816 -85.846802216108713 14273.47457297748 66419.792658253209 82774.895850694447 -96226.490504807691 -21735.838671875001 -1033.9413574423568 -66432.203290264428 55706.260211447014 38400.633015046296 -19561.81158567388 -194539.70693750001 -24152.166960685485 -430.22243791181967 -3604.4553013392856 -27859.513999495972 28938.916299412394 5572.7731317934786 -7101.6486244032121 6287.6298281250001 41116.813631538724 -5615.9207001749674 -43830.823369258287 -2046.7479687499999 -122044.46843750001 -51082.739488636369 76313.153339367389 12503.131382533482
leaf_weight=4299425 176 157 13610 273 39 45 26 20 894 26 69 27 94 25 31 1820 56 93 234 23 90 200 46 240 166 40 50 44 41 84
leaf_count=4299425 176 157 13610 273 39 45 26 20 894 26 69 27 94 25 31 1820 56 93 234 23 90 200 46 240 166 40 50 44 41 84
internal_value=0 -456.481 326.054 11813.7 20791.8 -2833.59 -5939.52 -14528.6 -463.803 -13921 25846.8 -13026.8 -29724.5 -49673.5 -100218 1475.41 29445.1 -42796.8 4276.04 56662.4 18927.6 -10915.3 -15712.8 -23831.1 -38306.7 -52578.2 -61935.8 7919.29 44165.9 -9354.51
internal_weight=0 18739 14098 488 312 4641 2697 1050 1647 429 122 53 307 150 56 1944 124 119 1218 68 324 931 742 542 302 256 216 189 61 128
internal_count=4318164 18739 14098 488 312 4641 2697 1050 1647 429 122 53 307 150 56 1944 124 119 1218 68 324 931 742 542 302 256 216 189 61 128
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 0 0 0 0 2 1 2 5 1 2 4 6 2 5 5 5 5 2 5 5 0 5 5 1 1
split_gain=4.00215e+11 2.89345e+12 1.23035e+13 1.54801e+13 1.89601e+13 1.33752e+13 1.34504e+13 1.05827e+13 2.18485e+13 1.42111e+13 1.41302e+13 1.43339e+13 1.32735e+13 1.25466e+13 1.15162e+13 1.05483e+13 2.61187e+13 2.19781e+13 2.69229e+13 2.02188e+13 1.38216e+13 1.25969e+13 1.22708e+13 2.06732e+13 1.94223e+13 1.32347e+13 1.30278e+13 1.16769e+13 1.71656e+13 1.41368e+13
threshold=25.500000000000004 59.916647550000008 59.834458500000004 91.050000000000011 97.050000000000011 58.000519000000004 56.911498950000002 60.017447350000005 60.029906750000002 10.500000000000002 30.315880100000005 12.500000000000002 58.305000000000007 30.468306550000005 7.5000000000000009 1.5000000000000002 1.5000000000000002 19.500000000000004 71.715000000000018 71.00500000000001 36.515000000000008 72.705000000000013 4.5000000000000009 52.020000000000003 54.035000000000004 59.896318000000008 70.00500000000001 68.52500000000002 30.451272450000005 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 15 -5 6 -2 9 10 -3 -9 14 -11 -14 -12 20 19 18 -18 22 -4 -19 -17 25 -25 -24 27 29 -29 -26
right_child=1 7 3 4 -6 -7 -8 8 -10 12 11 -13 13 -15 -16 16 17 21 -20 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-4.0334319401153982 260.86540744814079 4682.2061608530312 7752.2895038535253 101366.58923141893 12180.27309060168 -10118.348814181751 44760.220716050098 -46697.704651988635 -865.53529882786643 -9589.449705950281 42456.691936383926 52886.374722953471 -44442.362561576359 35062.724889026991 -45359.686718750003 33111.129613320598 38548.983232363404 24479.200978910008 130828.25592948718 -19925.873093467406 -8178.9722663849825 -39350.099134410513 -7528.681640625 43034.949644351174 23389.548618879224 -110507.90607910157 34217.143780460538 -69877.592905852754 8149.6077444288476 -12224.57490157782
leaf_weight=4243674 61348 548 1153 37 67 1255 68 22 5900 926 28 161 203 22 32 197 167 104 39 273 1032 44 26 141 198 24 107 59 54 255
leaf_count=4243674 61348 548 1153 37 67 1255 68 22 5900 926 28 161 203 22 32 197 167 104 39 273 1032 44 26 141 198 24 107 59 54 255
internal_value=0 229.784 443.569 5837.13 43910 101.303 310.135 -1587.15 344.779 -8572.34 29731 37339.3 -14882.9 -36668.5 -4378.71 4814.78 10752.3 34899.5 56019.3 4344.47 227.776 5502.92 10589.3 5454.16 9287.87 -56958.7 2217.53 -3831.86 -32590.3 3341.86
internal_weight=0 74490 66648 3977 104 62671 61416 7842 6143 1699 243 221 1151 225 60 3873 1688 354 206 1334 2185 148 1061 864 814 50 673 566 113 453
internal_count=4318164 74490 66648 3977 104 62671 61416 7842 6143 1699 243 221 1151 225 60 3873 1688 354 206 1334 2185 148 1061 864 814 50 673 566 113 453
is_linear=0
shrinkage=0.1


Tree=3621
num_leaves=31
num_cat=0
split_feature=3 1 5 1 3 1 0 5 0 0 0 3 2 2 5 0 5 1 1 5 1 2 3 0 2 1 5 2 0 5
split_gain=4.16394e+11 2.90961e+12 8.35081e+12 3.56949e+13 7.55119e+12 9.48708e+13 6.78216e+13 2.03803e+13 1.53228e+13 2.43488e+13 1.32965e+13 2.8191e+13 1.25208e+13 1.89472e+13 3.03e+13 2.91887e+13 1.19273e+13 1.12465e+13 1.94614e+13 9.4235e+12 1.19732e+13 1.57614e+13 1.83692e+13 1.35878e+13 7.72564e+12 7.39243e+12 7.13477e+12 6.57512e+12 1.17509e+13 5.70986e+12
threshold=27.500000000000004 37.533784800000006 116.06000000000002 37.457850350000008 29.500000000000004 37.855187800000003 55.834684950000003 29.985000000000003 55.751981950000008 55.719391050000006 55.68356880000001 28.500000000000004 8.5000000000000018 5.5000000000000009 45.985000000000007 55.762622900000004 46.810000000000009 37.737121850000008 37.692869000000009 66.040000000000006 60.58031445000001 6.5000000000000009 28.500000000000004 56.838612000000005 21.500000000000004 37.767735350000002 43.405000000000008 20.500000000000004 56.831297550000009 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 -4 5 6 7 -3 9 10 -9 -12 13 14 -10 -15 26 18 -11 24 -21 22 -22 -23 27 -16 -13 -7 -29 -2
right_child=1 4 3 -5 -6 19 -8 8 12 17 11 16 -14 15 25 -17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=2.9372149108686467 -1676.915035932788 -39934.141136532737 -105106.55301846593 64198.191640625002 -296.86106533692282 -5006.6019155821241 168244.51291232641 -26532.979381793477 -60674.079177989137 -47935.125420106138 160941.47578125002 47918.751875000002 55009.725986228143 -86705.925532670459 82019.177857730261 64106.711755952383 80004.830761718753 -87199.20438988095 40961.980138762105 -35383.561490061315 98066.083816964296 -47043.392279543827 -3468.2652742346941 17964.940852864584 10399.823492297708 19332.1596875 -28690.173210685487 1825.0955311168325 -72584.108460365853 18287.586770945582
leaf_weight=4279873 11901 42 33 20 23614 927 36 23 23 53 21 20 293 33 76 21 31 21 46 237 28 87 49 51 319 25 31 44 41 145
leaf_count=4279873 11901 42 33 20 23614 927 36 23 23 53 21 20 293 33 76 21 31 21 46 237 28 87 49 51 319 25 31 44 41 145
internal_value=0 -328.299 -1610.86 -41218 264.161 5403.02 34131.8 27770.7 31736.7 11508.7 42211.4 57562.1 42301.6 21383.2 42913.4 -28056.6 31086.9 -20729.1 -6629.4 -7406.5 -19881.8 -2793.76 33453.3 -23018.6 -3169.96 66502.6 1352.54 -7447.4 -34066.4 -1436.6
internal_weight=0 38291 12099 53 26192 2578 795 759 717 246 126 103 471 178 124 54 82 120 99 1783 452 215 77 138 1331 101 51 1012 85 12046
internal_count=4318164 38291 12099 53 26192 2578 795 759 717 246 126 103 471 178 124 54 82 120 99 1783 452 215 77 138 1331 101 51 1012 85 12046
is_linear=0
shrinkage=0.1


Tree=3622
num_leaves=31
num_cat=0
split_feature=2 1 1 5 5 5 5 0 2 0 5 2 5 5 0 3 5 4 5 4 2 0 5 5 2 3 2 0 5 3
split_gain=4.07513e+11 4.48782e+12 2.59453e+13 3.3217e+13 4.42579e+13 3.08126e+13 4.11612e+13 6.03365e+13 5.39956e+13 4.22358e+13 3.49408e+13 5.72197e+13 3.20721e+13 3.13541e+13 3.08342e+13 4.03303e+13 6.14791e+13 3.31831e+13 3.39826e+13 3.31386e+13 2.94948e+13 3.6054e+13 3.45201e+13 2.89147e+13 5.57724e+13 3.45399e+13 2.87675e+13 2.87289e+13 2.8232e+13 2.79377e+13
threshold=5.5000000000000009 37.342273500000012 37.39371280000001 116.06000000000002 123.15000000000002 76.00500000000001 81.910000000000011 55.806974650000008 18.500000000000004 55.619594000000006 54.410000000000004 14.500000000000002 99.555000000000021 70.50500000000001 55.885524800000006 16.500000000000004 103.45000000000002 3.5000000000000004 102.01000000000001 2.5000000000000004 7.5000000000000009 55.708120100000009 87.00500000000001 93.00500000000001 10.500000000000002 21.500000000000004 18.500000000000004 55.91302515000001 102.01000000000001 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 10 8 9 -7 -8 -3 -12 20 -13 15 -9 17 18 19 26 21 29 -22 24 -24 -26 -17 -16 -14 -11
right_child=1 2 -4 4 -6 6 7 14 -10 12 11 13 28 -15 27 16 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-26.445953810826143 -321.58822874721625 1706.9021318141267 57.531137007453438 163563.88571428572 24768.932769775391 -27532.484871954395 -19996.286238178454 -74961.464472026215 19829.326483617602 -14934.717851562502 19336.333619245805 4154.6900727179545 -119583.3233173077 -27915.109385139178 60897.727437160327 122125.37621527778 67200.793582589293 52858.65279893142 -149624.14816576088 -32862.468988456436 23950.333117098045 70948.212611607145 48257.669848090278 29916.192209201388 92382.02554086539 251110.92510775864 -36109.7161328125 -36605.63475043403 4561.7473191784275 -153250.47690217392
leaf_weight=2480138 295134 9867 1523309 28 128 1171 247 124 303 40 3561 1825 26 366 92 27 84 52 23 524 655 28 90 117 26 29 20 45 62 23
leaf_count=2480138 295134 9867 1523309 28 128 1171 247 124 303 40 3561 1825 26 366 92 27 84 52 23 524 655 28 90 117 26 29 20 45 62 23
internal_value=0 35.6848 104.026 3720.75 49680.8 3351.69 -4713.95 3548.21 -17796.6 17359.6 5318.14 11512.9 25778.3 -1202.47 -15169 -22234 -13277.5 -23742.2 -30448 -25647.5 30832.7 -23468.1 36221.4 66899 96740.3 176075 54791.3 28871.1 -32117.5 -65430.9
internal_weight=0 1.83803e+06 1.54289e+06 19583 156 19427 3808 2334 1474 1343 15619 5752 1096 2191 991 854 730 646 594 571 1008 91 917 262 145 55 47 137 88 63
internal_count=4318164 1838026 1542892 19583 156 19427 3808 2334 1474 1343 15619 5752 1096 2191 991 854 730 646 594 571 1008 91 917 262 145 55 47 137 88 63
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=31
num_cat=0
split_feature=0 3 0 1 1 1 5 4 1 1 0 5 1 1 0 1 1 0 3 1 2 0 1 0 0 5 1 0 1 5
split_gain=4.88157e+11 6.38784e+12 2.12506e+13 2.2562e+13 4.1016e+13 1.86981e+13 1.64136e+13 1.5943e+13 3.56882e+13 4.78809e+13 3.48916e+13 3.03344e+13 8.87498e+13 5.43488e+13 5.876e+13 6.33008e+13 4.5691e+13 6.3549e+13 5.38134e+13 4.16038e+13 4.02262e+13 4.15764e+13 3.71847e+13 3.61552e+13 3.23694e+13 3.02181e+13 3.64793e+13 2.96562e+13 2.94287e+13 5.1525e+13
threshold=56.635684300000008 5.5000000000000009 56.663136550000011 47.981192400000005 61.42204370000001 43.048525950000005 46.010000000000012 2.5000000000000004 30.102666750000001 39.969502550000009 56.758269450000007 69.015000000000015 30.207352000000004 30.410108300000001 59.963407450000012 30.278357500000002 30.332994000000003 59.990816400000007 4.5000000000000009 30.468306550000005 4.5000000000000009 59.904813200000007 30.323743050000001 59.990816400000007 59.846652800000008 75.015000000000015 30.362552800000003 59.916647550000008 30.259484550000003 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -4 8 -8 10 -10 23 24 14 15 28 17 18 -16 -15 25 -22 -23 -12 -13 -17 27 -27 -14 -30
right_child=1 -3 6 4 -6 -7 7 -9 9 -11 11 12 13 19 16 20 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-17.876476679061298 -52390.258242984448 -99.654336529657115 -390.32882656397055 -28139.440232230852 7413.7009512206496 9674.4347241802898 -7619.275763915979 174.76490438139157 25243.872837562645 -29.941013439475594 9153.7510693636723 -31812.478458658858 -27066.084859374998 70311.290071307492 -35034.830117187499 -28586.132711734579 -100313.21816406251 6605.8620416403619 154373.77033854168 4812.0354767837052 28022.187873391547 -165814.92574800533 -48282.106343005958 -804.44729154273307 95495.744219406508 -41138.047084603662 -31861.032952683974 24056.220385116187 -71392.866137295074 -235247.93861607142
leaf_weight=3366502 49 682047 142855 501 921 5182 3272 67277 926 24108 16257 24 50 106 20 691 30 297 60 1139 34 47 63 4700 119 82 248 468 61 28
leaf_count=3366502 49 682047 142855 501 921 5182 3272 67277 926 24108 16257 24 50 106 20 691 30 297 60 1139 34 47 63 4700 119 82 248 468 61 28
internal_value=0 63.238 475.308 6056.81 -5112.41 9093.06 334.095 1195.72 2495.87 3163.71 6188.96 5469.47 -3055.35 -6278.89 -15802.1 -23672.2 18462.6 27914.2 107022 10388.7 -18157.9 -68627.2 -98500.7 6920.44 74129.3 -13277.1 -20.7329 14336.3 -88454.8 -122943
internal_weight=0 951662 269615 6653 1422 5231 262962 120107 52830 49558 25450 24524 3567 3424 2179 1772 407 377 80 1245 1633 144 110 20957 143 1489 798 550 139 89
internal_count=4318164 951662 269615 6653 1422 5231 262962 120107 52830 49558 25450 24524 3567 3424 2179 1772 407 377 80 1245 1633 144 110 20957 143 1489 798 550 139 89
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 3 3 1 1 5 4 2 2 1 1 1 1 4 0 3 3 1 1 5 0 5 5 5 2 5
split_gain=4.84727e+11 5.19624e+12 1.19824e+13 1.96969e+13 2.02404e+13 1.81763e+13 3.0588e+13 4.39631e+13 4.031e+13 8.63682e+13 3.9636e+13 3.21235e+13 2.89119e+13 4.23246e+13 2.77951e+13 7.63805e+13 2.73067e+13 2.61492e+13 2.38596e+13 2.28363e+13 2.69062e+13 2.24315e+13 2.27048e+13 3.34683e+13 2.22889e+13 3.35265e+13 3.04176e+14 4.50435e+13 9.03958e+13 3.08372e+13
threshold=56.758269450000007 56.281985950000006 17.500000000000004 37.503486000000002 70.00500000000001 16.500000000000004 15.500000000000002 43.94115175000001 44.005491150000005 91.050000000000011 2.5000000000000004 5.5000000000000009 7.5000000000000009 38.233559750000005 37.533784800000006 37.542000650000013 38.096381250000007 2.5000000000000004 56.367862600000002 13.500000000000002 10.500000000000002 37.214886200000009 38.151577750000008 105.35000000000001 56.338501050000012 89.00500000000001 95.020000000000024 101.05000000000001 5.5000000000000009 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 19 11 9 10 -9 -8 13 -13 -7 18 -17 -11 -16 20 -3 -21 -23 -24 25 -22 -27 28 -28 -29
right_child=-2 2 3 -5 -6 14 7 8 -10 17 -12 12 -14 -15 15 16 -18 -19 -20 21 24 22 23 -25 -26 26 27 29 -30 -31
leaf_value=7.1706281196890078 64.432110404338474 -856.28987552709032 144376.32693359375 3076.2230849883658 10567.027576622597 23783.573090388498 756.55644380678689 -28421.668218969822 13968.19893135556 163364.15950000001 -113998.97163156705 -4299.246479724703 29329.797868139951 112993.95574218751 -39367.252066648856 33009.481712175126 -4536.7573229106629 26867.713183593751 42778.38000422297 -38791.229880606414 10897.260270813749 12364.73239907772 -14182.346717355786 98034.68023726852 1451.9449341485624 250736.14323814656 66242.185468750002 39829.307440476194 -212113.90219029016 -92915.757440476198
leaf_weight=3269724 919083 109026 20 6470 26 294 227 251 692 25 69 42 324 115 797 202 4716 32 37 249 1205 470 1699 27 2110 58 20 105 28 21
leaf_count=3269724 919083 109026 20 6470 26 294 227 251 692 25 69 42 324 115 797 202 4716 32 37 249 1205 470 1699 27 2110 58 20 105 28 21
internal_value=0 -17.4219 -639.041 3539.81 68745 -860.705 -583.945 12435.8 -364.736 -26673.5 -46874.3 31763.2 46396.2 81616.2 -6207.07 -7739.97 -2994.6 86734.6 -35722.9 -785.097 -577.437 -10346.2 -7120.88 -12426.9 7993.8 17599.4 52410.3 -13698.3 -96132.2 17705.1
internal_weight=0 3.39908e+06 129357 6516 46 122841 116795 1777 1069 377 320 708 481 157 6046 5752 4918 57 834 115018 112573 2445 2196 1726 3547 1437 232 174 48 126
internal_count=4318164 3399081 129357 6516 46 122841 116795 1777 1069 377 320 708 481 157 6046 5752 4918 57 834 115018 112573 2445 2196 1726 3547 1437 232 174 48 126
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 1 0 0 1 1 4 1 0 0 1 1 3 3 2 2 2 1 1 0 1 0 2 1 2 2
split_gain=4.46118e+11 3.2589e+12 5.48542e+12 1.12532e+13 6.35092e+12 4.90826e+12 1.07459e+13 8.993e+12 7.27183e+12 9.20947e+12 2.3845e+13 1.20484e+13 2.26544e+13 1.36218e+13 1.23523e+13 2.07053e+13 1.14659e+13 1.01927e+13 8.60933e+12 1.10051e+13 8.30352e+12 2.62581e+13 6.94838e+12 1.86986e+13 1.14551e+13 1.04614e+13 6.35043e+12 1.15003e+13 9.56013e+12 1.22907e+13
threshold=42.005000000000003 42.205000000000005 55.017766000000002 54.990279300000005 55.020029900000004 30.315880100000005 60.042666650000008 59.932719750000011 37.692869000000009 37.582182450000005 1.5000000000000002 37.487839250000007 55.784980300000008 55.551692500000009 37.559851850000008 37.542000650000013 22.500000000000004 16.500000000000004 4.5000000000000009 17.500000000000004 4.5000000000000009 37.615058950000012 37.869926150000005 55.674875350000008 37.832345550000007 55.755036050000008 17.500000000000004 37.620907050000007 10.500000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6 9 11 20 -7 13 -13 15 18 -12 -15 -14 -20 21 -11 23 24 -10 -25 27 -22 -29 -30
right_child=1 -3 4 -5 5 8 -8 -9 22 10 16 12 14 17 -16 -17 -18 -19 19 -21 26 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=41.875990672692481 -3134.1991625285564 -17.736615934851738 23903.93798828125 -22222.063261203264 -1265.3995448032274 6218.7488285871232 56179.746875000004 -26979.498654381707 -12319.062676368256 70869.617761230475 -7266.076111778847 293.37654747596156 48707.941905318861 -115166.34052372685 79613.618303571435 -97632.59317626954 -93386.550071022735 -44638.301955422794 -20439.492305066749 37536.178987630206 28451.834715804434 -47087.741587763245 -623.30239494921727 50251.937962372453 -51053.934175214701 -2123.5611683512843 9793.2565843485172 121871.71759521484 416.28492838541672 106559.77613281249
leaf_weight=1600872 3277 2706441 108 341 321 1400 24 236 183 32 52 52 43 27 21 20 22 85 103 48 123 46 3802 49 131 172 59 30 24 20
leaf_count=1600872 3277 2706441 108 341 321 1400 24 236 183 32 52 52 43 27 21 20 22 85 103 48 123 46 3802 49 131 172 59 30 24 20
internal_value=0 -24.6709 -1754.22 -4933.25 -164.04 -528.86 -9337.42 -12160.4 253.196 4926.18 18490.6 1849.86 -13479.6 -42003 6426.15 -755.801 -32869.5 -61640.6 9231.5 -2010.14 29869.8 1305.02 -2124.78 -12795.1 -28479.2 9489.11 38573.1 47192.5 78342.4 48663.3
internal_weight=0 2.71729e+06 10851 3618 7233 7125 581 557 6544 2207 408 1799 399 164 235 214 74 112 194 151 334 78 4337 535 314 221 256 197 74 44
internal_count=4318164 2717292 10851 3618 7233 7125 581 557 6544 2207 408 1799 399 164 235 214 74 112 194 151 334 78 4337 535 314 221 256 197 74 44
is_linear=0
shrinkage=0.1


Tree=3626
num_leaves=31
num_cat=0
split_feature=2 6 5 5 5 4 0 1 2 5 0 0 5 5 5 5 4 1 1 1 1 5 5 5 0 5 3 1 1 0
split_gain=4.05396e+11 1.23221e+12 3.42924e+12 4.28964e+12 4.58998e+12 2.7981e+12 3.02669e+12 1.05291e+12 9.42354e+11 3.24538e+12 1.86613e+12 3.18523e+12 3.36233e+12 1.6608e+12 2.79494e+12 1.64865e+12 1.72884e+12 5.02873e+12 5.19572e+12 8.50902e+12 4.1577e+12 1.32409e+13 1.37306e+13 4.71999e+12 2.97298e+12 2.47005e+12 2.44952e+12 2.42508e+12 1.22488e+12 1.19529e+12
threshold=34.500000000000007 1.5000000000000002 79.010000000000005 40.205000000000005 57.005000000000003 1.5000000000000002 56.802385350000009 37.767735350000002 32.500000000000007 97.050000000000011 55.87722990000001 56.819808050000006 47.815000000000005 42.605000000000011 77.715000000000018 90.015000000000015 1.5000000000000002 37.516458750000005 37.712318250000003 37.615058950000012 37.503486000000002 43.405000000000008 51.015000000000008 42.605000000000011 55.727011600000004 59.510000000000012 33.500000000000007 37.737121850000008 37.777459000000007 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -3 7 -7 -1 10 15 13 -13 -12 -15 16 20 26 19 25 23 24 -23 -10 29 -19 -18 -26 -20 -22
right_child=1 5 -4 4 -6 6 -8 -9 9 -11 11 12 -14 14 -16 -17 17 18 28 -21 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.37760287633613743 -20363.295015572214 33982.02285684122 -34716.389814814815 61850.922187500008 1477.2062844669117 -17787.273179853724 30748.344951923078 8324.1692085597824 10945.257649679746 -35787.002369791669 -2340.2822722739361 -14040.632332356772 29179.301950412326 -33114.960272507444 7672.95703125 28684.680468750001 45430.139918154768 8794.9646257071654 11822.723996093751 -80693.43185096154 -4218.0435604319855 117598.09543235086 4551.2462100074408 -42563.880072021486 43415.964732142864 -34097.497804687497 4211.9090990149462 -5239.3153124999999 -12177.781746199325 -29645.212648168104
leaf_weight=4317174 37 37 27 20 34 47 26 23 34 30 47 36 36 84 21 21 21 29 50 26 51 22 21 32 21 25 46 20 37 29
leaf_count=4317174 37 37 27 20 34 47 26 23 34 30 47 36 36 84 21 21 21 29 50 26 51 22 21 32 21 25 46 20 37 29
internal_value=0 4018.74 -3419.84 5865.95 23837.8 10618.4 1613.66 -9207.8 -0.23361 -3570.89 -2207.72 -9756.81 7569.33 -17963.9 -24957.4 1278.87 38.5189 -6013.14 -15298.5 -33692.7 6195.42 14724.7 62389.2 -14998.6 -2213.9 -11062.7 17131.1 19681.7 1615.61 -13435.4
internal_weight=0 251 118 91 54 133 96 70 4.31791e+06 739 709 224 72 152 105 485 464 234 167 80 230 164 43 66 121 54 67 41 87 80
internal_count=4318164 251 118 91 54 133 96 70 4317913 739 709 224 72 152 105 485 464 234 167 80 230 164 43 66 121 54 67 41 87 80
is_linear=0
shrinkage=0.1


Tree=3627
num_leaves=31
num_cat=0
split_feature=2 0 3 5 1 1 0 2 5 1 1 1 3 0 3 0 1 5 4 1 4 2 5 3 0 5 1 1 2 5
split_gain=4.07513e+11 3.10003e+12 1.17652e+13 1.31968e+13 1.90923e+13 2.08753e+13 1.87233e+13 4.37708e+13 1.13578e+13 3.52071e+13 1.64544e+13 1.86334e+13 1.625e+13 1.52107e+13 1.26386e+13 1.20614e+13 2.34744e+13 2.75238e+13 2.06502e+13 1.65117e+13 1.59185e+13 1.86786e+13 1.47549e+13 1.96988e+13 2.73393e+13 3.92024e+13 1.14172e+13 1.44834e+13 2.87444e+13 2.03452e+13
threshold=14.500000000000002 45.013473000000012 26.500000000000004 118.33500000000002 39.739656000000004 43.048525950000005 45.005863250000004 17.500000000000004 68.00500000000001 37.998366300000008 38.959914000000005 38.984911950000004 16.500000000000004 44.580511600000001 15.500000000000002 43.592450450000008 39.726951800000002 54.990000000000002 1.0000000180025095e-35 39.753614400000011 1.0000000180025095e-35 17.500000000000004 34.920000000000009 22.500000000000004 43.514103700000014 47.415000000000006 39.021425200000003 39.071052600000009 18.500000000000004 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 -5 -8 15 -10 12 -12 -11 -14 -13 16 20 18 -18 -19 -2 -22 -20 24 -24 -26 -16 28 -28 -29
right_child=1 -3 -4 4 5 -7 7 -9 9 10 11 14 13 -15 26 -17 17 19 22 -21 21 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=-8.9528477157186099 57575.166276041666 162.29276654696162 -52538.831622043188 -6656.6418768486374 93865.430643136162 -17605.495052083334 163568.95495923914 -15049.487591911766 13332.975659485406 -134507.0890997024 56907.485684121624 62157.514583333337 26033.911478365386 -72215.33090576173 -62471.692218137257 -1188.2024044325128 -90230.274638671879 114873.14765181109 86574.712560096159 39702.905802549169 -71885.786201016861 15489.770722656249 -22031.287816722976 -82527.529971590906 -33816.752246093754 127846.18339843751 -17667.129052734377 -17679.279878191821 41863.488128124998 -101146.91802083334
leaf_weight=3980118 21 326525 45 243 56 24 23 34 564 21 37 21 26 40 51 8390 20 44 26 87 63 40 74 22 24 40 231 1099 125 30
leaf_count=3980118 21 326525 45 243 56 24 23 34 564 21 37 21 26 40 51 8390 20 44 26 87 63 40 74 22 24 40 231 1099 125 30
internal_value=0 105.41 -1506.75 -1306.64 17017.8 60424.2 5442.8 57024.6 -1934.19 -8286.8 -15540.5 -13229.2 -57889.4 -33511.1 -14895.9 -322.892 15425.4 29113.5 6323.6 64950.9 -21775.3 -37953.5 16705.7 5352.03 19361.8 67222.6 -15949.3 -14351.6 3235.48 -19897.2
internal_weight=0 338046 11521 11476 380 80 300 57 11096 2245 1681 1594 87 66 1557 8851 461 337 206 131 124 103 186 160 138 64 1536 1485 356 1129
internal_count=4318164 338046 11521 11476 380 80 300 57 11096 2245 1681 1594 87 66 1557 8851 461 337 206 131 124 103 186 160 138 64 1536 1485 356 1129
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=31
num_cat=0
split_feature=5 1 5 0 1 5 1 2 0 0 3 3 4 0 0 0 3 3 0 2 2 2 3 0 1 1 3 3 0 0
split_gain=4.204e+11 6.40281e+12 2.67558e+13 1.06089e+13 6.29197e+12 1.02666e+13 2.5773e+13 2.47308e+13 2.40717e+13 3.73389e+13 1.74873e+13 1.92706e+13 4.68507e+13 2.02484e+13 1.62234e+13 5.02281e+13 5.02902e+13 2.86404e+13 3.04149e+13 1.74006e+13 1.55741e+13 1.45925e+13 1.60533e+13 1.33459e+13 5.70603e+13 1.50762e+13 1.40513e+13 1.18274e+13 1.14884e+13 1.06765e+13
threshold=112.04500000000002 114.17164950000002 123.15000000000002 61.785186750000001 47.282206100000003 114.05000000000001 49.323301500000007 4.5000000000000009 55.812836050000008 55.777112100000004 5.5000000000000009 24.500000000000004 3.5000000000000004 55.193434200000006 55.034903650000011 55.017766000000002 15.500000000000002 12.500000000000002 54.708501450000007 4.5000000000000009 2.5000000000000004 8.5000000000000018 7.5000000000000009 55.061033200000004 61.310823700000007 82.907204800000002 4.5000000000000009 9.5000000000000018 56.831297550000009 54.736324100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 -6 9 -9 23 14 13 -13 15 17 19 18 27 -17 -20 22 -22 25 28 -8 -27 -12 -25 -19
right_child=1 2 -4 -5 5 -7 10 8 -10 -11 11 12 -14 -15 -16 16 -18 29 20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.9829226576562422 610.54224229477211 123577.00387008103 -5413.8575495201776 30027.946626420453 -17662.002374588814 -811.28423191800289 -29693.942548985637 32481.570754716984 -14555.516450892857 169278.88303222659 -78962.854473876956 -23664.061526776175 142454.34937499999 73898.722370793272 -26229.416646892911 79722.058085937504 177117.21545758931 -12871.145790816328 103704.24361530173 -42404.091050502233 54331.507886904757 76366.545870535716 -58906.657106854836 114561.65972377232 -79621.755607876723 80454.853956330131 16165.405494545992 636.96899553571438 18767.21381048387 -69487.904522235578
leaf_weight=4248930 36423 27 127 22 76 30320 62 53 35 32 40 117 25 26 1047 20 28 49 29 28 21 28 31 21 73 39 265 35 31 104
leaf_count=4248930 36423 27 127 22 76 30320 62 53 35 32 40 117 25 26 1047 20 28 49 29 28 21 28 31 21 73 39 265 35 31 104
internal_value=0 -244.434 18804.7 81575.4 -292.983 -1301.38 -7720.28 26972.9 55241.7 83981.7 -10929.3 -15918.2 16154.9 -5925.37 -19608.8 -2824.94 70610.6 -19386.1 7197.4 8481.8 40922.4 18164 -13175.9 5612.5 -22598.5 15247.4 24413.1 -41816.3 57453.4 -51355.7
internal_weight=0 69234 176 49 69058 32635 2315 196 120 85 2119 1628 168 143 1460 413 76 337 184 48 109 80 52 491 125 366 304 75 52 153
internal_count=4318164 69234 176 49 69058 32635 2315 196 120 85 2119 1628 168 143 1460 413 76 337 184 48 109 80 52 491 125 366 304 75 52 153
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=31
num_cat=0
split_feature=3 5 1 5 3 4 5 5 5 4 1 1 0 5 1 6 5 2 0 0 1 2 3 1 0 1 1 3 0 2
split_gain=4.16205e+11 4.6719e+12 1.54154e+13 2.66496e+13 1.63089e+13 4.3852e+13 3.36032e+13 7.12453e+13 3.62717e+13 4.0647e+13 3.79416e+13 4.41705e+13 3.49557e+13 6.76597e+13 3.1849e+13 5.17875e+13 6.24274e+13 3.90213e+13 3.46648e+13 6.24854e+13 4.14019e+13 3.76837e+13 3.35007e+13 3.19967e+13 3.10667e+13 2.96476e+13 2.66891e+13 2.65702e+13 6.23787e+13 4.38656e+13
threshold=18.500000000000004 64.020000000000024 37.855187800000003 64.405000000000015 20.500000000000004 1.5000000000000002 70.00500000000001 72.010000000000005 83.010000000000005 3.5000000000000004 37.767735350000002 37.777459000000007 59.939091550000008 64.805000000000021 37.559851850000008 1.5000000000000002 75.015000000000015 16.500000000000004 55.645049100000001 59.755965500000009 37.503486000000002 9.5000000000000018 19.500000000000004 37.39371280000001 59.932719750000011 37.328003200000005 30.102666750000001 19.500000000000004 55.885524800000006 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 12 -8 9 10 14 -12 24 -14 15 18 -17 -16 -9 20 21 -20 23 25 -7 -18 -10 28 29 -28
right_child=1 2 3 -5 -6 6 7 8 26 -11 11 -13 13 -15 17 16 22 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=12.479179389150781 91.602236231839029 42436.081172995378 -17827.250398962504 -1198.9933434765417 -56.141358604683262 -2813.3073956511189 36158.109056636706 -47510.716772274573 111416.1953125 -92809.010810810825 98258.023061342596 10449.149872326459 98661.998972039481 -40119.265237735221 -17263.28426461569 789.0662660963992 28022.925138382849 46122.519293105812 38798.669263174022 -8120.5220823206027 15690.766749803282 160363.18030790443 77338.16254509821 -52390.078734756098 59717.222360899395 119611.41130952381 82337.451002322225 -14861.234461353444 -8989.0785087928489 15978.883196862953
leaf_weight=3717520 439551 292 974 92234 57346 2558 747 131 20 37 108 122 38 465 656 376 223 114 51 675 139 51 288 41 82 42 127 1404 1290 462
leaf_count=3717520 439551 292 974 92234 57346 2558 747 131 20 37 108 122 38 465 656 376 223 114 51 675 139 51 288 41 82 42 127 1404 1290 462
internal_value=0 -77.2364 -537.922 -1372.75 608.327 4223.9 3135 6944.02 3511.12 11366.7 12644.3 51681.1 -5474.37 -29634.8 9422.73 16027.7 32675.1 -7878.89 604.598 7485.72 51196.1 99580.9 52858.9 29819.6 -871.071 42538.8 -3752.24 -4453.85 3322.61 30287.1
internal_weight=0 600644 161093 93208 67885 10539 10247 7104 6357 3054 3017 230 3143 503 2787 2017 970 770 1047 916 241 102 594 306 2640 265 3303 3283 1879 589
internal_count=4318164 600644 161093 93208 67885 10539 10247 7104 6357 3054 3017 230 3143 503 2787 2017 970 770 1047 916 241 102 594 306 2640 265 3303 3283 1879 589
is_linear=0
shrinkage=0.1


Tree=3630
num_leaves=31
num_cat=0
split_feature=1 5 2 3 5 1 1 0 0 0 4 3 0 0 2 4 0 3 0 4 2 0 0 0 3 3 3 1 0 3
split_gain=4.06652e+11 7.1352e+12 1.52865e+13 2.94151e+13 1.2246e+13 2.38399e+13 1.25782e+13 1.19564e+13 2.65469e+13 2.244e+13 1.57514e+13 1.15808e+13 2.49307e+13 1.60669e+13 1.04741e+13 1.77174e+13 2.27385e+13 2.89512e+13 2.5207e+13 1.98322e+13 2.56206e+13 1.72018e+13 1.37448e+13 4.0442e+13 2.57266e+13 2.90091e+13 2.55483e+13 5.51211e+13 5.23297e+13 2.17453e+13
threshold=60.601268000000012 161.85000000000002 1.5000000000000002 9.5000000000000018 225.45000000000002 65.480823400000006 83.00362155000002 55.349623500000007 55.946414150000003 55.193434200000006 1.0000000180025095e-35 3.5000000000000004 55.120365700000008 54.920670650000005 7.5000000000000009 4.5000000000000009 55.061033200000004 12.500000000000002 55.046835900000012 3.5000000000000004 15.500000000000002 55.02863030000001 55.034903650000011 55.02863030000001 10.500000000000002 16.500000000000004 8.5000000000000018 61.396377350000009 55.141517900000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 9 -9 10 -4 -7 13 -13 22 16 18 -18 21 -19 -21 -16 23 -12 26 -26 27 29 -28 -24
right_child=1 2 7 -5 6 11 -8 8 -10 -11 14 12 -14 -15 15 -17 17 19 -20 20 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-21.244515139122559 32.277519812491555 136867.86671875001 51099.527701271189 133919.87608695653 -39069.07255229335 -17060.511239681604 22377.705740017365 113046.60214062501 8792.2483128755302 -65112.655989583342 -2913.3300613519641 34076.149299172794 -20988.014609375001 136368.677734375 -23076.315910702659 30667.102895174452 119942.33980034722 78226.4082974138 -112859.8986049107 -103197.3676328125 14517.339678697184 64330.677644230775 -59901.150480143231 127972.55888671876 -156912.39375000002 -12965.131975446429 -56680.18081202652 -2491.1590655659525 109904.91111505682 -197541.21431107956
leaf_weight=2919141 1395051 20 59 23 62 53 72 25 1061 54 1443 34 40 28 168 249 27 29 28 25 71 26 24 24 28 28 33 172 44 22
leaf_count=2919141 1395051 20 59 23 62 53 72 25 1061 54 1443 34 40 28 168 249 27 29 28 25 71 26 24 24 28 28 33 172 44 22
internal_value=0 44.3279 4276.67 24818.1 16697.3 34117.4 -6052.89 2403.11 11192.2 -1334.14 43.4712 20859.3 40562.7 80272.8 -1190.58 9999.38 -3760.68 26038.2 -24163.5 5754.9 -16137.5 -11362 -5025.2 -772.048 -22801.2 -84938.8 -11005.6 -28495.5 38511.3 -125729
internal_weight=0 1.39902e+06 3972 332 309 175 134 3640 1086 2554 2500 155 102 62 2441 623 374 152 222 125 96 194 1818 1467 351 56 295 218 77 46
internal_count=4318164 1399023 3972 332 309 175 134 3640 1086 2554 2500 155 102 62 2441 623 374 152 222 125 96 194 1818 1467 351 56 295 218 77 46
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=31
num_cat=0
split_feature=5 0 0 2 2 3 5 1 5 0 0 4 3 0 5 3 1 1 2 1 1 3 3 5 1 3 3 1 1 4
split_gain=5.154e+11 4.7592e+12 1.25808e+13 3.50705e+13 2.49805e+13 2.20592e+13 3.43014e+13 1.93997e+13 1.22544e+13 1.08843e+13 9.78287e+12 9.14855e+12 1.21401e+13 8.98196e+12 1.8207e+13 1.76005e+13 1.86659e+13 8.07524e+12 7.52519e+12 3.54713e+13 3.04476e+13 1.80497e+13 1.45932e+13 2.58196e+13 3.50553e+13 3.31219e+13 2.11331e+13 1.88845e+13 1.78312e+13 1.5322e+13
threshold=150.04500000000004 56.143542450000005 56.009576300000013 7.5000000000000009 2.5000000000000004 6.5000000000000009 177.02500000000003 43.048525950000005 225.45000000000002 56.093493200000005 56.054485600000007 7.5000000000000009 5.5000000000000009 55.975961550000008 225.45000000000002 10.500000000000002 92.815157350000007 38.096381250000007 2.5000000000000004 30.226173900000003 30.278357500000002 15.500000000000002 8.5000000000000018 161.85000000000002 60.611165000000007 9.5000000000000018 6.5000000000000009 53.140944450000006 47.208373000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 7 6 -6 -4 -9 -7 -5 18 -13 -2 15 16 17 -15 19 -3 -21 22 26 -24 27 -26 29 -25 -28 -22
right_child=1 11 3 10 5 9 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=2.0808772479712219 -1458.7443547418698 88318.345683593754 18085.431250000001 -58588.860286458337 -114286.62666903409 108167.18529411765 40496.220293445127 -136744.98203124999 -32143.76080729167 17897.06512784091 -139117.46434659092 10178.490727887836 -81377.108958333338 59454.13625000001 -29585.026269531252 -20874.615682870372 -2539.9250000000002 142050.67700700433 377.01695743078085 -93390.739817708338 -5419.9805953249579 67412.093179687494 -101014.00685961175 -10825.615695112181 -17456.274930245538 139286.88203125002 131203.19150000002 -126696.42670454546 26280.345210597829 25249.319313856442
leaf_weight=4302555 10926 55 28 48 22 34 41 24 21 22 22 28 30 20 44 27 22 29 3169 30 439 50 33 39 28 26 25 22 46 259
leaf_count=4302555 10926 55 28 48 22 34 41 24 21 22 22 28 30 20 44 27 22 29 3169 30 439 50 33 39 28 26 25 22 46 259
internal_value=0 -573.586 -1646.67 -23305 -1213.79 27037.5 -13554.9 -47267.2 -87931.1 72703.9 -83897.9 2267.75 -37177.9 -1133.98 23854.4 47847.5 73981.3 108338 2809.77 10138.1 5825.24 8903.29 5713.06 -23042.6 -668.149 58012.7 11247.3 -52615.1 63225 5960.18
internal_weight=0 15609 11330 262 192 119 63 73 45 56 70 4279 58 11068 142 98 71 49 4221 1052 997 967 917 148 115 54 769 61 71 698
internal_count=4318164 15609 11330 262 192 119 63 73 45 56 70 4279 58 11068 142 98 71 49 4221 1052 997 967 917 148 115 54 769 61 71 698
is_linear=0
shrinkage=0.1


Tree=3632
num_leaves=31
num_cat=0
split_feature=5 1 1 2 0 3 0 0 0 1 3 3 3 2 2 4 0 0 0 0 4 3 0 6 1 1 0 1 0 4
split_gain=4.47868e+11 1.95411e+12 7.93437e+12 6.06094e+12 1.01256e+13 1.0818e+13 8.40768e+12 6.94975e+12 6.50566e+12 1.74859e+12 1.10568e+13 1.7171e+12 2.88725e+12 2.24015e+12 1.52648e+12 7.42127e+12 6.68931e+12 1.18121e+13 9.62581e+12 1.56622e+13 9.88193e+12 1.29449e+13 5.90759e+12 7.99923e+12 6.77523e+12 1.1126e+13 5.74653e+12 5.77669e+12 6.33707e+12 6.08108e+12
threshold=225.45000000000002 30.425002000000003 30.388336800000001 5.5000000000000009 59.950068600000009 5.5000000000000009 59.916647550000008 59.846652800000008 59.963407450000012 33.101335500000005 5.5000000000000009 32.500000000000007 24.500000000000004 23.500000000000004 6.5000000000000009 1.0000000180025095e-35 55.708120100000009 55.812836050000008 54.99493995000001 54.708501450000007 1.5000000000000002 10.500000000000002 45.053747000000008 1.5000000000000002 47.473138800000008 44.660994650000006 45.067452850000002 39.714575750000009 53.204054050000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -5 10 -3 12 14 -14 -11 -16 18 -18 19 22 -20 -22 24 -24 25 -17 -25 29 -29 -28
right_child=1 9 -4 8 -6 6 -8 -9 -10 11 -12 -13 13 -15 15 16 17 -19 20 -21 21 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=-1.0122719860848532 -3616.5656250000002 73149.835498046872 -62486.685976664223 9948.2318359375004 63936.75669126158 83337.86682617187 -7257.3624627976187 -67528.969205729169 -65913.555119441109 433.51144567020685 -21585.118275669643 27948.731038411457 -46784.991369047624 -6783.6796502976185 62564.097940340907 13098.827646998356 67243.397415771484 7812.3872097838166 25068.353194852978 86459.071377840912 -113474.5748511905 -22816.037214781747 -68477.018851902176 -32527.902719907412 57531.308564814826 -54422.626339285722 3637.3315907118058 -62750.867890625006 12121.484119591347 65968.178936767581
leaf_weight=4313902 46 22 24 20 27 20 21 27 26 3079 28 24 21 42 22 190 40 204 26 22 21 63 23 54 27 28 45 20 26 24
leaf_count=4313902 46 22 24 20 27 20 21 27 26 3079 28 24 21 42 22 190 40 204 26 22 21 63 23 54 27 28 45 20 26 24
internal_value=0 1024.6 -8357.66 -1410.62 8872.35 -4169.22 36935.4 -27255.4 -32930.2 1513.28 20098.3 1281.03 1120.1 -20117.5 1461.94 5254.18 3703.36 17555.2 -2236.61 4130.65 -28805.4 -45480.7 -14.0313 -13148 10278.7 4426.35 -5618.04 7017.89 -20431.7 25317.6
internal_weight=0 4262 211 187 141 114 41 73 46 4051 50 4001 3977 63 3914 835 813 244 569 459 110 84 437 192 245 218 169 115 46 69
internal_count=4318164 4262 211 187 141 114 41 73 46 4051 50 4001 3977 63 3914 835 813 244 569 459 110 84 437 192 245 218 169 115 46 69
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=31
num_cat=0
split_feature=5 0 1 2 0 3 1 1 2 3 3 0 2 3 0 4 6 1 2 3 4 4 1 1 2 3 5 2 1 0
split_gain=4.63824e+11 4.34572e+12 8.41631e+12 2.36058e+13 2.27685e+13 1.88666e+13 1.5436e+13 4.7375e+13 5.58635e+13 4.34833e+13 2.51584e+13 1.3288e+13 1.6422e+13 1.30155e+13 1.75203e+13 1.42928e+13 3.13935e+13 2.67619e+13 5.23268e+13 2.50734e+13 2.3872e+13 1.76102e+13 1.34734e+13 2.24216e+13 2.05188e+13 2.42048e+13 2.64538e+13 1.29582e+13 2.12546e+13 1.33394e+13
threshold=150.04500000000004 45.022371150000005 39.767857750000005 4.5000000000000009 44.580511600000001 3.5000000000000004 43.808567100000012 42.09605220000001 1.5000000000000002 7.5000000000000009 4.5000000000000009 42.966471700000007 2.5000000000000004 6.5000000000000009 43.514103700000014 4.5000000000000009 1.5000000000000002 44.660994650000006 7.5000000000000009 8.5000000000000018 3.5000000000000004 3.5000000000000004 47.473138800000008 45.148007750000012 6.5000000000000009 12.500000000000002 177.02500000000003 1.5000000000000002 39.739656000000004 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 5 13 11 7 -7 -9 10 -10 -4 -13 14 -5 17 -17 18 21 -19 -20 -15 23 -21 -24 26 -26 29 -29 -2
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12 12 -14 15 -16 16 -18 19 20 22 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=1.974020982843812 -85679.798328993056 -1237.7707915645815 49069.857465277775 -19789.188867944526 -107549.2119891827 -7576.6040481279488 6181.6278074655474 -62019.353683035719 66372.852006392044 -8053.4888764880952 194697.98318750001 -12886.946397722271 -97967.374652777784 50915.273390151517 -102452.69332885742 21402.348492187502 -89060.25566037737 -105153.61346261163 -73461.580139802638 29015.721271306818 37907.714743589742 152738.06665126255 -74129.738750000004 -106984.0836226852 21904.162941136856 -22079.068030427632 169277.95982142858 10145.159145823796 76076.483511117796 3607.283513849432
leaf_weight=4302555 27 13309 27 129 26 106 322 21 22 21 50 142 27 33 32 50 53 28 38 22 39 35 20 27 29 38 21 819 52 44
leaf_count=4302555 27 13309 27 129 26 106 322 21 22 21 50 142 27 33 32 50 53 28 38 22 39 35 20 27 29 38 21 819 52 44
internal_value=0 -544.13 3469.64 -1568.53 -15952.9 10515.9 20130.9 40547.5 85294.5 118559 155488 -16072.3 -26479.7 -11943.7 -36219.2 -2917.43 -35437.6 7232.82 39399.3 -17978.7 -17053.8 103324 -2431.63 -45922.9 17300.5 38080.2 83801.2 10732.7 14081.4 -30347
internal_weight=0 15609 2300 1358 620 738 542 220 114 93 72 196 169 594 161 433 103 330 145 185 77 68 157 49 108 88 50 942 871 71
internal_count=4318164 15609 2300 1358 620 738 542 220 114 93 72 196 169 594 161 433 103 330 145 185 77 68 157 49 108 88 50 942 871 71
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=31
num_cat=0
split_feature=5 1 1 1 1 1 0 0 4 3 1 1 4 4 2 1 4 4 2 1 4 1 0 1 0 0 4 0 4 4
split_gain=4.80015e+11 1.67532e+12 7.04526e+12 4.8079e+12 4.78682e+12 1.45797e+13 1.03005e+13 1.21862e+13 1.11794e+13 1.32733e+13 1.77924e+13 6.55998e+12 7.59653e+12 6.52673e+12 7.1751e+12 6.03764e+12 1.10613e+13 5.86111e+12 5.18376e+12 1.95987e+13 8.36188e+12 8.05285e+12 4.50235e+12 6.0361e+12 4.73369e+12 6.08663e+12 4.53098e+12 4.47496e+12 4.46264e+12 3.85349e+12
threshold=225.45000000000002 39.718803500000007 39.666208800000007 39.704585000000002 43.94115175000001 44.005491150000005 45.022371150000005 47.236539400000005 5.5000000000000009 3.5000000000000004 43.048525950000005 39.925119750000007 2.5000000000000004 2.5000000000000004 3.5000000000000004 45.148007750000012 4.5000000000000009 3.5000000000000004 2.5000000000000004 39.925119750000007 2.5000000000000004 39.899261850000009 58.049540950000008 54.845880150000006 57.147575200000006 57.131524800000008 6.5000000000000009 44.580511600000001 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 -4 6 -6 8 13 9 -3 11 17 -13 -8 -15 16 28 -11 19 -9 -21 -20 24 -24 25 26 -17 -2 -7 -26
right_child=1 4 3 -5 5 15 7 18 -10 10 -12 12 -14 14 -16 22 -18 -19 21 20 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-1.0479690031398272 36974.65015120968 -72785.506451612906 -77467.191641845711 -11080.097623697919 -61576.317151373791 18501.138526348041 13829.932714843751 105354.90016983697 65379.071093750004 -29756.263634672621 58889.321199324324 -7331.4396484375002 -80355.674137931041 48897.275911458331 122448.6150297619 1003.7086151371395 66502.828505859376 44956.605654761908 -47943.248185483877 26196.19136657715 -56229.704218750005 17443.086357625329 69316.043601190482 8384.2650010850684 10451.804172585229 55715.223886718755 -29457.496351562499 -1494.2601372941749 -33074.8294140625 -29213.740501387751
leaf_weight=4313902 31 31 20 24 37 51 24 23 20 21 37 28 29 36 21 2089 40 21 31 32 20 48 21 72 33 20 50 1232 25 95
leaf_count=4313902 31 31 20 24 37 51 24 23 20 21 37 28 29 36 21 2089 40 21 31 32 20 48 21 72 33 20 50 1232 25 95
internal_value=0 1060.73 -1920.41 -41256 2379.3 736.503 12240 26176.7 -5274.08 -13735.5 -275.609 -22387.8 -44484.1 57575.8 75995.1 1660.21 23937.9 7600.17 9661.52 28491.3 -5506.08 -8214.84 574.406 22143.1 -302.675 805.084 291.665 -550.051 1535.36 -18987.5
internal_weight=0 4262 1307 44 2955 2533 422 235 187 167 136 99 57 81 57 2496 116 42 154 75 52 79 2380 93 2287 2159 2139 1263 76 128
internal_count=4318164 4262 1307 44 2955 2533 422 235 187 167 136 99 57 81 57 2496 116 42 154 75 52 79 2380 93 2287 2159 2139 1263 76 128
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=31
num_cat=0
split_feature=5 4 0 5 1 0 0 5 5 5 0 2 5 5 3 2 1 0 1 1 1 0 0 1 1 0 0 2 2 0
split_gain=4.21327e+11 4.32515e+12 6.51769e+12 1.9976e+13 1.41753e+13 1.07907e+13 9.58203e+12 2.05929e+13 6.3604e+12 5.37556e+12 5.92229e+12 5.20249e+12 1.83403e+13 1.30661e+13 8.09478e+12 1.25697e+13 9.70621e+12 5.97749e+12 5.13804e+12 5.71238e+12 7.44296e+12 5.10159e+12 9.6846e+12 8.58208e+12 5.42571e+12 4.21753e+12 1.00343e+13 2.84262e+13 2.11702e+13 2.35033e+13
threshold=150.04500000000004 5.5000000000000009 59.916647550000008 137.05000000000004 30.332994000000003 59.896318000000008 59.939091550000008 118.33500000000002 120.05000000000001 142.05000000000004 55.74310830000001 1.5000000000000002 123.15000000000002 101.05000000000001 2.5000000000000004 2.5000000000000004 40.810045900000013 43.642715500000008 37.275078000000001 37.559851850000008 37.998366300000008 45.040161900000008 47.249522000000006 47.854228500000012 50.888703650000004 56.143542450000005 56.009576300000013 7.5000000000000009 3.5000000000000004 56.121679000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 -5 9 8 -8 -4 11 -11 12 13 -3 -13 16 -16 -17 -19 -20 -21 -22 -23 -24 -25 26 -2 28 29 -28
right_child=25 2 3 4 -6 -7 7 -9 -10 10 -12 14 -14 -15 15 17 -18 18 19 20 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=3.1667572230622656 -1070.9094412409015 26860.715205751618 -9030.5009765625 121689.93994565218 6577.8396875000008 -70509.555040322579 20963.007723214287 -85352.004934210534 59539.938020833339 -56290.660088315228 6791.8657137784094 42543.23751960168 75008.789891098495 -70766.101680110049 -115513.7590625 -55799.047961956523 -25577.631302083333 -43726.295558449077 48549.116569010424 -49920.291190732765 51035.342108444944 -51351.971270161295 49838.402939703526 -49676.183984375006 8788.4419373629389 2156.1601518966631 -57131.448437500003 -75423.212678571435 36273.282711397063 52145.244170673075
leaf_weight=4301848 11068 29 31 23 20 31 35 38 24 46 22 26 33 26 20 23 30 27 24 29 21 31 39 22 57 4279 81 70 85 26
leaf_count=4301848 11068 29 31 23 20 31 35 38 24 46 22 26 33 26 20 23 30 27 24 29 21 31 39 22 57 4279 81 70 85 26
internal_value=0 1.88141 -7819 9179.93 68149.4 -13242.2 -10630.1 -34379.1 20891.1 -9726.73 -35881.6 -5656.87 16072 -19290.1 -11135.8 -15456.7 -61552.1 -7014.3 -2526.1 2462.26 -3095.95 4891.73 -1611.73 11455.6 -7492.85 -518.604 -1528.78 -20871.2 -982.51 -30578.2
internal_weight=0 4.30256e+06 707 171 43 536 128 73 55 505 68 437 88 55 349 323 50 273 250 223 199 170 149 118 79 15609 11330 262 192 107
internal_count=4318164 4302555 707 171 43 536 128 73 55 505 68 437 88 55 349 323 50 273 250 223 199 170 149 118 79 15609 11330 262 192 107
is_linear=0
shrinkage=0.1


Tree=3636
num_leaves=31
num_cat=0
split_feature=5 3 1 3 3 2 4 0 0 2 1 3 1 3 0 4 2 1 0 1 1 1 3 3 2 4 4 0 1 0
split_gain=4.34761e+11 1.59696e+12 1.53213e+12 7.78675e+12 1.14546e+13 8.57303e+12 7.66913e+12 1.45062e+13 7.5146e+12 4.65292e+12 1.49892e+12 8.79388e+12 1.33299e+12 1.16545e+13 1.67486e+13 7.4346e+12 7.45247e+12 6.40718e+12 3.68638e+12 2.941e+12 1.2101e+13 2.40953e+12 8.92442e+12 2.13111e+13 1.03716e+13 9.38704e+12 8.88845e+12 5.61526e+12 3.37862e+12 2.2362e+12
threshold=225.45000000000002 27.500000000000004 30.425002000000003 8.5000000000000018 4.5000000000000009 2.5000000000000004 1.5000000000000002 59.916647550000008 59.932719750000011 9.5000000000000018 33.101335500000005 5.5000000000000009 37.362912300000012 9.5000000000000018 54.864040150000001 3.5000000000000004 9.5000000000000018 37.487839250000007 55.701368300000006 37.542000650000013 37.597123000000003 38.096381250000007 6.5000000000000009 12.500000000000002 14.500000000000002 1.5000000000000002 2.5000000000000004 44.893607100000004 38.233559750000005 58.049540950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -5 -10 11 -4 13 14 -12 16 -15 -14 -16 -19 -21 22 27 26 25 -25 -24 -22 -23 -30
right_child=1 -3 10 8 6 -7 7 -9 9 -11 12 -13 17 15 18 -17 -18 19 -20 20 21 28 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.99734997271260883 -34565.567931547623 -21981.216028645835 65921.776953125009 52957.619387637875 1980.5070312500002 48741.514374999999 -123043.9285625 -19903.872786458334 -39561.226009114587 23381.013170855978 81517.760329861121 -19249.890451388888 43748.715559895834 -57015.472061011911 -48181.888574218756 -85620.787652853265 27231.708556547623 -30927.955133928575 3980.3378534226194 75549.409019886371 58355.459656250001 37003.169068287039 -35238.274296875003 -13883.554117838541 -45717.269319661456 69419.19207940872 -115973.64309375 -2993.8765413851352 1063.0650666133149 16308.875293955178
leaf_weight=4313902 21 30 22 34 23 30 25 30 24 23 27 27 36 21 20 23 21 28 42 22 25 27 30 24 24 31 25 37 3411 99
leaf_count=4313902 21 30 22 34 23 30 25 30 24 23 27 27 36 21 20 23 21 28 42 22 25 27 30 24 24 31 25 37 3411 99
internal_value=0 1009.5 1172.47 -7154.48 -22413.1 14438.6 -46508.5 -66785.7 17146.3 -8759.7 1607.25 18990.5 1392.86 -7728.71 15781.1 -39919 -14891.9 1760.68 -12846.2 1361.11 1601.88 1166.08 -9626.54 -24141.2 9133.86 33068.9 -71936.2 21743.8 1764.14 1493.08
internal_weight=0 4262 4232 210 129 51 78 55 81 47 4022 49 3973 154 89 65 42 3819 62 3783 3755 3733 196 134 79 55 55 62 3537 3510
internal_count=4318164 4262 4232 210 129 51 78 55 81 47 4022 49 3973 154 89 65 42 3819 62 3783 3755 3733 196 134 79 55 55 62 3537 3510
is_linear=0
shrinkage=0.1


Tree=3637
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 0 3 1 3 5 5 0 5 0 1 0 1 3 3 3 3 0 5 3 4 3 3 5 5 4
split_gain=4.06532e+11 3.79754e+12 2.03469e+13 3.04883e+13 1.45007e+14 7.94964e+13 8.42024e+13 7.35894e+13 7.32622e+13 8.02587e+13 8.67535e+13 6.64714e+13 5.9868e+13 5.95531e+13 6.85826e+13 1.16177e+14 5.51146e+13 4.92441e+13 4.33815e+13 4.31356e+13 4.29861e+13 7.02983e+13 4.18954e+13 4.06494e+13 5.60329e+13 4.01246e+13 6.3412e+13 5.86213e+13 5.83256e+13 4.43285e+13
threshold=5.5000000000000009 37.342273500000012 37.39371280000001 55.860536450000005 55.834684950000003 55.851332700000007 31.500000000000004 37.362912300000012 19.500000000000004 43.405000000000008 41.995000000000012 55.87722990000001 44.205000000000005 55.812836050000008 37.362912300000012 55.708120100000009 37.362912300000012 9.5000000000000018 22.500000000000004 23.500000000000004 22.500000000000004 55.628356700000005 76.00500000000001 24.500000000000004 1.5000000000000002 17.500000000000004 16.500000000000004 57.705000000000005 107.05000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 13 6 8 -7 -6 10 -10 12 -5 14 15 20 -11 -13 -14 -9 21 -3 -17 24 -16 26 28 -27 -26 -29
right_child=1 2 -4 11 5 7 -8 19 9 16 -12 17 18 -15 23 22 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-26.41407854202264 -293.00824584374072 2400.5654320791164 57.333666295084619 3490.4709722913403 41275.784853678902 34930.217021790617 -13467.278593536546 -85055.539190403768 89551.89315686583 51045.323456587357 -115060.27657552085 104856.2505355835 -50628.478040369868 -13242.900233500903 4880.4107119789742 -49133.875376602569 168071.58063020837 13467.797223250793 -14307.677970491723 1390.2595007944917 36158.442415979109 -37702.705420510014 -156178.53866319446 -5946.9131531009498 45640.905477603752 109424.30994772087 -8929.4225107026268 4755.0720993690047 -75850.647916666669 59227.926773858002
leaf_weight=2480138 295134 6828 1523309 1407 628 287 183 113 67 55 30 64 462 2173 1417 195 150 749 1141 118 341 467 45 739 668 133 469 259 42 353
leaf_count=2480138 295134 6828 1523309 1407 628 287 183 113 67 55 30 64 462 2173 1417 195 150 749 1141 118 341 467 45 739 668 133 469 259 42 353
internal_value=0 35.6418 98.508 3301.35 5244.7 33476.9 48538.3 1115.34 60739.3 101213 26269.8 -4709.95 -11562.9 1985.68 4753.47 -697.716 136674 20662 -24775.7 -40897.1 1455.46 -166.704 -69204.7 15276.4 19970.8 31084.7 19605.2 49251.6 38454.1 36174.9
internal_weight=0 1.83803e+06 1.54289e+06 19583 15760 1631 1113 518 930 302 97 3823 3010 14129 11956 7876 205 813 1603 231 7636 7295 240 4080 3341 1924 1179 745 710 612
internal_count=4318164 1838026 1542892 19583 15760 1631 1113 518 930 302 97 3823 3010 14129 11956 7876 205 813 1603 231 7636 7295 240 4080 3341 1924 1179 745 710 612
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=31
num_cat=0
split_feature=0 0 1 0 5 3 6 1 3 1 1 1 1 3 5 1 1 3 4 5 0 5 3 5 2 0 5 5 5 4
split_gain=4.60444e+11 4.19803e+12 1.15301e+13 2.17387e+13 2.18198e+13 1.95918e+13 1.45789e+13 4.78497e+13 9.79248e+12 7.67248e+13 6.20515e+13 4.55108e+13 6.75286e+13 4.25234e+13 8.66592e+13 4.86615e+13 3.67024e+13 4.39838e+13 3.29383e+13 7.72039e+13 5.74701e+13 3.26049e+13 4.64734e+13 3.0298e+13 3.37283e+13 2.935e+13 2.88064e+13 2.8084e+13 2.7822e+13 2.78006e+13
threshold=56.758269450000007 56.281985950000006 36.585378200000001 56.338501050000012 79.730000000000018 5.5000000000000009 1.5000000000000002 34.359746700000009 7.5000000000000009 36.761894450000007 37.503486000000002 37.098288800000006 37.533784800000006 8.5000000000000018 56.835000000000008 44.005491150000005 37.542000650000013 13.500000000000002 2.5000000000000004 61.845000000000006 56.338501050000012 74.610000000000014 9.5000000000000018 44.905000000000008 7.5000000000000009 56.663136550000011 48.945000000000007 41.005000000000003 68.00500000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 9 -4 25 21 27 14 15 23 17 -15 19 -18 29 26 -23 -14 -25 28 -10 -13 -11 -21
right_child=-2 2 8 6 -6 -7 -8 -9 11 10 -12 12 13 16 -16 -17 18 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.1246188452270935 62.797484099411456 -12142.192689079786 18260.325752283665 -42812.43648376465 -99812.279151785711 -66960.63331793707 -2772.1932717228569 126374.97698660714 -24949.603365513318 -21205.299986904934 313.53788189153755 -1589.6328126446761 -3615.9367477638139 5732.0075552759417 -47221.211623275783 -13345.827172859788 -1016.2204819396577 -28688.49317509809 -4832.5491672830422 -6653.0620375879562 1541.6409703408874 -110904.80262276786 759.35162736124073 54318.926153501532 191461.84637784094 1733.3833996214596 1190.1935615850955 22533.837699977565 -81427.26379447279 25508.950564074068
leaf_weight=3269724 919083 548 2316 32 35 74 906 35 912 1450 61117 675 69 585 593 371 35123 1016 14565 302 2765 84 67 97 22 598 784 1693 81 2442
leaf_count=3269724 919083 548 2316 32 35 74 906 35 912 1450 61117 675 69 585 593 371 35123 1016 14565 302 2765 84 67 97 22 598 784 1693 81 2442
internal_value=0 -16.9799 -575.711 -8933.08 -22987 -18664 556.546 45569 -469.057 383.556 -271.072 -1368.26 -894.789 -1571.16 -20591.9 7657.06 -1185.37 -16111.4 -752.442 710.119 11716.5 -16830.6 -61358.5 49104.2 79673.1 -17053.4 -12866.1 15657.4 -24391.4 21969.3
internal_weight=0 3.39908e+06 129357 1630 657 622 973 67 127727 65562 63246 62165 60318 57950 1152 559 56798 1601 55197 40632 5509 1847 151 188 119 2129 1696 2368 1531 2744
internal_count=4318164 3399081 129357 1630 657 622 973 67 127727 65562 63246 62165 60318 57950 1152 559 56798 1601 55197 40632 5509 1847 151 188 119 2129 1696 2368 1531 2744
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=31
num_cat=0
split_feature=0 0 5 3 6 5 5 3 5 5 1 3 4 5 3 3 1 1 3 1 3 1 0 5 1 4 4 5 1 4
split_gain=4.34883e+11 1.78995e+13 2.65633e+13 2.57542e+13 2.44855e+13 3.28854e+13 2.89817e+13 2.74318e+13 2.35379e+13 3.1555e+13 2.25121e+13 2.1843e+13 1.9942e+13 1.76858e+13 1.85902e+13 3.36736e+13 8.17648e+13 2.63355e+13 1.77691e+13 2.32726e+13 2.07259e+13 5.15015e+13 3.03133e+13 2.65817e+13 2.30422e+13 2.09558e+13 1.67356e+13 3.86825e+13 1.73991e+13 1.66395e+13
threshold=56.121679000000007 56.197733450000008 81.00500000000001 21.500000000000004 1.5000000000000002 90.015000000000015 132.05000000000004 10.500000000000002 93.00500000000001 94.040000000000006 47.282206100000003 9.5000000000000018 3.5000000000000004 70.00500000000001 8.5000000000000018 6.5000000000000009 46.037218400000008 44.083877800000003 6.5000000000000009 35.911716050000003 9.5000000000000018 47.208373000000009 56.143542450000005 38.905000000000008 47.473138800000008 1.5000000000000002 2.5000000000000004 63.455000000000005 46.037218400000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 5 -4 7 10 12 11 -7 -10 -6 18 15 -15 -17 -16 -2 -20 21 22 -21 -24 25 -23 27 -25 -28 -27
right_child=1 -3 3 -5 8 6 -8 -9 9 -11 -12 -13 -14 14 17 16 -18 -19 19 20 -22 24 23 26 -26 29 28 -29 -30 -31
leaf_value=-18.698427494931476 -932.94829938581051 -15.564536064333746 7752.7507918717019 -24521.388077605719 26790.244952700381 106147.28238885454 -35171.248650568181 28149.669404341537 -9345.0762695312496 2916.6206398649174 1268.3173502604168 -141641.80387620194 -11436.242655535443 -5349.7481191949864 12386.744160814929 -41076.654786706349 105537.45833943685 -18720.637483914881 83511.209184966225 -10873.889369845832 1095.1293390025246 14392.002327216622 -11005.885177538768 15944.188843087351 1362.4851679343546 37170.728809712054 13554.886443811818 80779.381734525246 -34938.507165527342 -4703.1725189784793
leaf_weight=3205370 10954 1080420 308 189 813 139 33 123 24 1218 24 26 164 503 341 63 96 1348 37 1516 9391 1597 498 799 724 906 218 104 112 106
leaf_count=3205370 10954 1080420 308 189 813 139 33 123 24 1218 24 26 164 503 341 63 96 1348 37 1516 9391 1597 498 799 724 906 218 104 112 106
internal_value=0 53.8603 2370.78 11235 13588.1 31059.8 53563.2 63801.8 8708.42 -279.594 90705 -78139.4 20373.5 1445.13 -6873.12 7330.58 47445.1 -12440.2 2170.46 4294.07 4110.55 8414.16 -549.255 8493 17146.3 21526.3 16368.5 23411.4 -2903.48 32784.7
internal_weight=0 1.11279e+06 32374 3061 2872 627 319 286 2245 1268 163 50 977 29313 2351 662 159 1689 26962 16008 15971 6580 3247 1731 3333 2609 1233 903 330 1012
internal_count=4318164 1112794 32374 3061 2872 627 319 286 2245 1268 163 50 977 29313 2351 662 159 1689 26962 16008 15971 6580 3247 1731 3333 2609 1233 903 330 1012
is_linear=0
shrinkage=0.1


Tree=3640
num_leaves=31
num_cat=0
split_feature=3 5 5 2 3 0 3 1 2 3 0 0 0 3 0 1 6 1 0 1 1 5 0 2 1 1 4 5 0 5
split_gain=4.36311e+11 2.60753e+12 1.76001e+13 1.10482e+13 1.63121e+13 1.3141e+13 3.16399e+13 2.96045e+13 2.53216e+13 1.24432e+13 1.03975e+13 1.27934e+13 1.17906e+13 1.09733e+13 1.2562e+13 9.18703e+12 1.16626e+13 1.29494e+13 1.16309e+13 1.04776e+13 8.73931e+12 1.02112e+13 1.084e+13 9.99736e+12 8.09839e+12 8.32113e+12 7.88533e+12 1.06099e+13 1.01568e+13 2.2916e+13
threshold=25.500000000000004 80.815000000000012 77.00500000000001 13.500000000000002 26.500000000000004 55.719391050000006 31.500000000000004 37.832345550000007 22.500000000000004 31.500000000000004 55.751981950000008 55.812836050000008 55.745923000000012 26.500000000000004 56.758269450000007 82.957885500000017 1.5000000000000002 39.488326500000007 60.017447350000005 37.869926150000005 37.615058950000012 78.010000000000005 55.795550600000006 25.500000000000004 49.177301950000007 60.58031445000001 2.5000000000000004 79.730000000000018 60.052595500000002 78.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 15 6 7 8 -6 26 12 -12 -4 14 -13 16 17 18 -5 -18 21 -11 -23 24 -22 -26 -7 28 29 -28
right_child=1 -3 3 4 5 9 -8 -9 -10 20 11 13 -14 -15 -16 -17 19 -19 -20 -21 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-4.2114014905830457 313.3810519374631 1815.4781458733473 -8272.9760148502373 -94632.436164803337 -217846.83093750002 42949.029893663195 15334.983501838236 -19212.986663263495 -60624.869187127973 -41816.356029647439 40618.61528269975 92977.177661132824 -69948.036456473215 -7480.8959682644245 10118.431929788961 29016.901020507812 -4751.8392728365388 22093.439331574136 -15592.256384277345 -75399.479095738963 -70504.189884159481 -49873.491477272735 25747.492295135722 -4968.0068372057631 15641.68734174456 -45903.652707891953 14137.444253305288 39840.210484730116 40520.369357638891 -87266.7929286859
leaf_weight=4243674 63234 9206 271 29 20 72 68 44 21 39 97 24 35 361 77 20 26 47 52 109 58 22 137 154 35 59 52 55 27 39
leaf_count=4243674 63234 9206 271 29 20 72 68 44 21 39 97 24 35 361 77 20 26 47 52 109 58 22 137 154 35 59 52 55 27 39
internal_value=0 239.922 17.7458 -9101.38 -15373.5 -8801.71 -35507.5 -76181.5 -137319 -3346.44 -508.883 7602.82 -15327.3 670.927 29807.6 -36319.8 -41288.4 -19662.1 -43890.6 -61793.3 -12333 4037.13 15284.2 -22925.4 -41119.1 -22987.8 15140.1 3566.5 -13340.7 -29321.5
internal_weight=0 74490 65284 2050 1185 902 153 85 41 749 865 559 306 462 101 283 263 128 81 135 504 198 159 306 152 94 245 173 118 91
internal_count=4318164 74490 65284 2050 1185 902 153 85 41 749 865 559 306 462 101 283 263 128 81 135 504 198 159 306 152 94 245 173 118 91
is_linear=0
shrinkage=0.1


Tree=3641
num_leaves=31
num_cat=0
split_feature=1 4 1 3 0 3 2 3 5 5 5 3 3 3 5 4 0 2 5 2 3 5 5 2 4 0 0 0 2 3
split_gain=4.21317e+11 5.62903e+12 5.44453e+12 5.00531e+13 7.05447e+13 6.8367e+13 5.96202e+13 4.43698e+13 4.27741e+13 3.89995e+13 9.58856e+13 6.5603e+13 7.81761e+13 5.92709e+13 5.58413e+13 5.49917e+13 4.9237e+13 5.03068e+13 5.90743e+13 4.80652e+13 4.73365e+13 4.65771e+13 3.94946e+13 4.42653e+13 3.76253e+13 4.57127e+13 1.54709e+14 3.67979e+13 4.04024e+13 3.95212e+13
threshold=30.332994000000003 7.5000000000000009 30.362552800000003 11.500000000000002 59.834458500000004 13.500000000000002 8.5000000000000018 10.500000000000002 37.995000000000012 83.010000000000005 80.815000000000012 7.5000000000000009 10.500000000000002 5.5000000000000009 88.015000000000015 4.5000000000000009 59.916647550000008 3.5000000000000004 132.05000000000004 9.5000000000000018 4.5000000000000009 103.45000000000002 92.035000000000011 4.5000000000000009 2.5000000000000004 59.932719750000011 59.916647550000008 59.963407450000012 12.500000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 -2 -8 10 -6 13 19 14 -11 16 -15 21 -19 24 -12 -18 23 -16 -13 26 -26 29 -29 -10
right_child=2 -3 -4 5 9 -7 8 -9 27 11 20 12 -14 15 22 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=135.92656227209156 -26167.660926521865 -39970.599722551618 3.0332585526797069 3815.1675846757171 -5376.6027104399345 -1162.0413511075371 1396.065211646541 -102028.33765670423 47173.696511760092 61463.311965586654 30126.896256510419 8353.838108031674 -65451.778414306638 38824.667011335783 -75772.756490384621 28857.165416910047 32678.311845439192 -121831.45833996433 56430.161532738101 -76503.745937500003 -96036.702464820919 -83338.588407451927 5727.3502350029239 75980.79510869566 46794.888003619933 31742.054161466654 237133.5588636364 21048.36285309336 83928.019887779505 135133.60705357144
leaf_weight=235750 745 35 4048654 2687 10643 14955 449 86 189 163 36 221 80 51 117 107 74 162 21 35 171 65 1042 23 191 313 55 858 116 70
leaf_count=235750 745 35 4048654 2687 10643 14955 449 86 189 163 36 221 80 51 117 107 74 162 21 35 171 65 1042 23 191 313 55 858 116 70
internal_value=0 129.973 -7.50683 -1272.83 -5735.47 2052.9 13057.6 -34018.5 27822.3 -4003.48 -6687.64 6703.57 28880.3 -4172.13 6593.73 -34339 -52467.6 -66926.9 -101375 38139.9 -74095.2 -21574.2 -972.889 -50841.8 43284.1 57093.8 89350.3 37445.5 28537.1 70946.6
internal_weight=0 235785 4.08238e+06 33725 14401 19324 4369 831 1682 13570 10850 2720 895 1825 1345 480 373 322 183 815 207 139 1182 140 780 559 246 1233 974 259
internal_count=4318164 235785 4082379 33725 14401 19324 4369 831 1682 13570 10850 2720 895 1825 1345 480 373 322 183 815 207 139 1182 140 780 559 246 1233 974 259
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 1 5 5 0 0 3 3 0 0 0 5 5 0 1 1 1 0 0 0 3 5 4 0 0 0
split_gain=4.2002e+11 4.36233e+12 7.89127e+12 2.09924e+13 1.08169e+13 1.82037e+13 1.17899e+13 1.10727e+13 9.2657e+12 8.9632e+12 8.41965e+12 1.61379e+13 3.54711e+13 1.32981e+13 1.92431e+13 1.26947e+13 1.18897e+13 9.47598e+12 1.51982e+13 9.17294e+12 2.35242e+13 1.61305e+13 1.17595e+13 1.27714e+13 9.96953e+12 9.23776e+12 1.24994e+13 9.00256e+12 8.17217e+12 1.94415e+13
threshold=33.57500000000001 47.155083450000006 55.039751500000008 55.07108800000001 82.981501350000016 82.940215400000014 26.005000000000006 18.050000000000004 55.518428350000008 55.050600750000008 10.500000000000002 17.500000000000004 55.030402950000003 55.014170500000006 55.017766000000002 31.415000000000003 27.010000000000002 55.030402950000003 82.963712850000022 54.845880150000006 82.837870700000011 55.010031850000011 53.145783300000012 47.272352350000006 3.5000000000000004 23.035000000000004 1.5000000000000002 53.242949050000007 55.793358600000012 55.795550600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 7 -6 -4 -5 -9 19 12 13 16 -15 -14 -12 -13 -19 21 -21 22 23 -3 -23 26 -25 -24 -10 -30
right_child=-2 2 3 8 6 -7 -8 9 28 -11 11 17 15 14 -16 -17 -18 18 -20 20 -22 24 27 25 -26 -27 -28 -29 29 -31
leaf_value=759.93508049740683 -12.636774522674436 -2481.3788884273063 -20981.260405396155 -1322.3444164604732 10765.894553674698 11920.276137376306 -4373.2443452125053 -828.29610476458515 1283.7342740020629 6126.3752715203673 -1043.6384804241648 -28.841885021075434 -24774.049391229917 73690.809434925424 5826.6305931063698 13498.263661595396 -6217.6198893980109 -6427.1112106323244 21969.279021823022 4118.8421659988189 -312.66943430072394 -12379.347288334478 -7122.9655650746718 8194.9113559485613 -48809.712640947168 686.43827705816796 -17749.024242177635 -1936.1848050650005 -8937.4837363115021 101.03641926114811
leaf_weight=81073 3709212 12103 189 40845 650 3130 2466 2970 64067 4928 9785 13238 988 44 829 95 8133 304 496 14088 80008 333 4269 2990 97 15928 198 15483 2405 226820
leaf_count=81073 3709212 12103 189 40845 650 3130 2466 2970 64067 4928 9785 13238 988 44 829 95 8133 304 496 14088 80008 333 4269 2990 97 15928 198 15483 2405 226820
internal_value=0 76.9724 -27.9188 249.506 3997.01 5444.93 -1215.21 2938.7 88.7548 3511.11 -566.767 -1985.74 -3819.14 -2804.92 9247.05 -21416.8 -3392.11 609.853 11178.7 -236.037 350.814 -1310.34 -1147.63 60.5381 -20597.4 1669.91 6583.59 -3057.2 285.27 6.2054
internal_weight=0 608952 527879 348470 14333 11217 3116 8087 334137 7898 179409 33912 19874 18791 873 1083 17918 14038 800 145497 94096 51401 50971 31219 430 19116 3188 19752 293292 229225
internal_count=4318164 608952 527879 348470 14333 11217 3116 8087 334137 7898 179409 33912 19874 18791 873 1083 17918 14038 800 145497 94096 51401 50971 31219 430 19116 3188 19752 293292 229225
is_linear=0
shrinkage=0.1


Tree=3643
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 0 0 0 0 0 3 4 5 1 1 0 2 4 1 2 3 1 1 1 1 4 5 2 1 3
split_gain=4.76166e+11 2.3641e+12 8.43815e+12 1.29588e+13 5.78168e+12 4.7284e+12 3.89666e+12 5.081e+12 4.99714e+12 3.14779e+12 2.89966e+12 6.75032e+12 3.64422e+13 1.18697e+13 1.43191e+13 8.90858e+12 8.88534e+12 1.19327e+13 7.38432e+12 7.16478e+12 9.47525e+12 8.34543e+12 8.93236e+12 6.09685e+12 1.22283e+13 7.65194e+12 2.54564e+13 1.2163e+13 2.42957e+13 1.57281e+13
threshold=22.030000000000005 82.991167100000027 82.973038550000012 14.500000000000002 83.093115700000013 55.07108800000001 54.864040150000001 55.02863030000001 55.034903650000011 53.516665650000007 15.500000000000002 1.5000000000000002 16.850000000000005 39.694727950000008 38.984911950000004 45.073740550000004 4.5000000000000009 2.5000000000000004 37.889331900000009 8.5000000000000018 17.500000000000004 37.503486000000002 37.275078000000001 65.480823400000006 65.551978750000004 3.5000000000000004 18.050000000000004 6.5000000000000009 39.969502550000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 5 -3 -4 -8 -9 -6 23 -12 13 14 15 -13 -15 -18 19 20 -17 22 -21 25 -25 -1 27 28 29 -27
right_child=-2 4 3 -5 9 -7 7 8 -10 -11 11 12 -14 16 -16 18 17 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=442.9306573404096 4.5890315718428996 11436.895126572097 5062.46927734375 32623.424709109044 3615.1552312690601 -6629.9443520732311 -40365.569628250843 22074.163797883066 -25847.877002622005 -1350.5721006852214 -1039.2943523245019 52994.96331018518 -123839.48097098214 82759.654609375008 -45211.920413180014 79.085197805851067 -23932.530079121494 50195.187126903045 -51384.677300008138 2964.4367513020834 80875.338159179693 21323.530149147729 -78884.609296875016 -14898.195988974407 -1226.611041952651 23168.534497484114 98002.075551470596 -41286.848550347226 -13465.106307232965 108559.955078125
leaf_weight=43200 4237242 865 40 47 1915 174 149 31 73 3829 21433 27 28 20 109 47 49 39 33 24 21 33 30 715 7697 59 34 45 122 34
leaf_count=43200 4237242 865 40 47 1915 174 149 31 73 3829 21433 27 28 20 109 47 49 39 33 24 21 33 30 715 7697 59 34 45 122 34
internal_value=0 -240.291 -403.78 -16121.4 1546.66 8411.26 -23940.5 -28526 -11563.4 304.959 -331.367 -1296.54 -13282.5 -6116.75 -15686.9 -718.356 22593.6 8919.53 -8432.5 712.154 25030.9 -18295.6 -42507.3 75.7248 -2388.66 552.352 16630.6 5989.73 15884.8 54386.9
internal_weight=0 80922 74139 340 6783 1039 293 253 104 5744 73799 21893 460 432 324 215 108 88 188 155 68 87 54 51906 8412 43494 294 260 215 93
internal_count=4318164 80922 74139 340 6783 1039 293 253 104 5744 73799 21893 460 432 324 215 108 88 188 155 68 87 54 51906 8412 43494 294 260 215 93
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=31
num_cat=0
split_feature=3 0 4 1 0 5 1 1 3 2 2 5 5 4 2 2 5 2 1 5 1 2 5 3 1 5 4 5 2 5
split_gain=4.1955e+11 4.35838e+12 9.51197e+12 9.94867e+12 3.55585e+13 1.81552e+13 1.55693e+13 1.36353e+13 1.71079e+13 4.90388e+13 3.08638e+13 6.07072e+13 4.86872e+13 2.4288e+13 1.81993e+13 1.56191e+13 1.5831e+13 2.56749e+13 4.4485e+13 3.36364e+13 3.06322e+13 2.73881e+13 3.0124e+13 2.68724e+13 1.42262e+13 1.36171e+13 1.32462e+13 4.27125e+13 2.46686e+13 1.73428e+13
threshold=18.500000000000004 43.592450450000008 3.5000000000000004 39.899261850000009 43.514103700000014 90.015000000000015 39.969502550000009 39.767857750000005 20.500000000000004 5.5000000000000009 8.5000000000000018 65.905000000000015 86.810000000000016 1.5000000000000002 2.5000000000000004 21.500000000000004 49.505000000000003 11.500000000000002 39.739656000000004 56.835000000000008 39.739656000000004 8.5000000000000018 56.205000000000005 21.500000000000004 39.726951800000002 35.985000000000007 2.5000000000000004 66.990000000000023 9.5000000000000018 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 9 25 11 13 26 -11 -10 16 -16 18 21 -20 -19 22 -18 -23 -25 -2 27 28 -12 -28
right_child=1 -3 -4 4 -6 -7 -8 -9 14 10 12 -13 -14 -15 15 -17 17 20 19 -21 -22 23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=12.529230115121818 -8101.2904891304352 -61.247237950815247 40971.70621527778 25951.467200176532 86945.911492187501 -39994.247664221941 -17756.72656413975 -34170.338722980086 78766.333398742674 58200.856923314153 -99271.955319940476 178798.68946875003 -127627.09328019427 -52137.035500372032 -24405.453493802375 -67932.731581439395 -93303.960998114228 40126.345531916217 150476.31116898148 6022.0283398437505 -52121.391832602902 -140668.0622253418 18343.337970770473 -58141.917233455883 30077.054437500003 -93855.776548108552 -19492.201987304688 -125610.11822916668 15724.277222118266 110622.47313988095
leaf_weight=3717520 23 598453 45 208 50 98 134 193 30 38 21 25 37 42 179 33 29 295 27 40 41 32 145 68 25 95 20 30 167 21
leaf_count=3717520 23 598453 45 208 50 98 134 193 30 38 21 25 37 42 179 33 29 295 27 40 41 32 145 68 25 95 20 30 167 21
internal_value=0 -77.5462 -4529.47 -5483.59 7033.39 -2047.57 8826.03 -9187.29 -5891.51 -20475.6 -3800.97 42779.5 -20324.4 273.463 2126.63 -388.898 2141.12 8910.12 -9413.64 64234.9 28869.9 -25916.8 -264.545 -61624.8 -34427.1 -77140.9 -4995.49 -14803 2878.95 47151.9
internal_weight=0 600644 2191 2146 490 440 342 1656 1463 519 401 105 296 80 944 914 881 702 366 67 336 299 174 125 93 118 259 218 188 41
internal_count=4318164 600644 2191 2146 490 440 342 1656 1463 519 401 105 296 80 944 914 881 702 366 67 336 299 174 125 93 118 259 218 188 41
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=31
num_cat=0
split_feature=0 3 5 0 1 1 5 5 0 4 5 1 1 4 2 4 5 0 5 0 5 1 1 1 0 0 1 0 2 5
split_gain=4.15802e+11 3.6673e+12 1.1116e+13 1.29667e+13 2.59525e+13 4.01796e+13 4.3645e+13 2.25768e+13 1.59626e+13 1.60664e+13 1.26841e+13 5.876e+13 5.64488e+13 3.76646e+13 3.38615e+13 1.67539e+13 1.67067e+13 4.19398e+13 1.35662e+13 5.155e+13 1.34424e+13 1.26377e+13 3.24162e+13 3.02445e+13 3.56444e+13 2.4928e+13 4.32144e+13 2.9059e+13 2.45133e+13 2.69168e+13
threshold=56.758269450000007 5.5000000000000009 46.010000000000012 56.863241500000008 60.695889550000011 60.648383500000008 69.610000000000014 79.730000000000018 56.782419000000012 3.5000000000000004 79.010000000000005 60.58031445000001 60.08989780000001 2.5000000000000004 1.5000000000000002 3.5000000000000004 102.01000000000001 56.852744000000008 78.010000000000005 56.831297550000009 120.05000000000001 39.969502550000009 39.863684800000009 53.140944450000006 57.581016350000006 57.814144100000007 49.323301500000007 63.563300600000012 1.5000000000000002 50.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 -7 -6 -8 -10 18 12 16 -13 -15 -16 -12 20 -4 -20 -18 22 28 24 -23 -26 27 -27 29 -5
right_child=1 -3 3 21 7 6 8 -9 9 -11 11 13 -14 14 15 -17 17 -19 19 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-16.135800875287085 -224.74588030765486 -63.451403076994282 5228.0077227855663 7679.5137133690878 -4779.7818461263623 13515.946010945247 94385.773987600347 -52474.345243136682 2289.9904112617928 88859.437065972234 -30416.914675409225 -138739.50348022461 45682.229451337829 87736.400916466358 -46368.972837957721 -8507.6233333641885 29880.588169642859 147933.87007812501 -30615.021922144399 172381.81931818184 -81973.29545010654 -24408.138968161857 8351.6659133581688 641.7123112211583 6558.1944216670181 -44955.554876273964 -3461.4802490010752 -2367.9340904391543 2007.795994638481 -5486.6110855378929
leaf_weight=3399081 137313 666031 8834 1865 1370 517 109 107 53 36 210 30 306 26 262 211 21 20 29 22 22 951 6529 37408 1742 463 4094 245 40982 9275
leaf_count=3399081 137313 666031 8834 1865 1370 517 109 107 53 36 210 30 306 26 262 211 21 20 29 22 22 951 6529 37408 1742 463 4094 245 40982 9275
internal_value=0 59.6757 383.745 1105.66 4191.3 5905.31 28805.7 -8234.97 68729.1 37306.8 4266.78 -5822.07 16189.9 -29914.6 -23372 -29479.4 -16867.4 28297.7 5524.91 56952.2 -27347 742.579 1709.19 -519.975 -6318.03 -3689.1 -7406.47 -30218.3 877.124 -3282.41
internal_weight=0 919083 253052 115739 12185 10708 715 1477 198 89 9993 1108 579 529 499 473 273 63 8885 51 43 103554 58651 44903 7495 6544 4802 708 52122 11140
internal_count=4318164 919083 253052 115739 12185 10708 715 1477 198 89 9993 1108 579 529 499 473 273 63 8885 51 43 103554 58651 44903 7495 6544 4802 708 52122 11140
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=31
num_cat=0
split_feature=3 4 5 5 3 1 1 5 0 3 1 1 0 0 5 5 5 2 5 0 1 1 5 5 1 5 0 0 1 2
split_gain=4.45064e+11 9.14732e+12 3.14493e+13 1.95713e+13 1.89712e+13 2.58541e+13 2.41e+13 2.35117e+13 2.16698e+13 2.50295e+13 2.08166e+13 2.00074e+13 3.30898e+13 2.859e+13 2.85025e+13 2.78597e+13 2.25527e+13 2.83197e+13 2.13646e+13 3.78722e+13 2.22845e+13 2.79249e+13 5.50503e+13 1.6282e+14 6.75408e+13 1.84417e+13 1.89444e+13 1.82644e+13 4.15907e+13 3.74987e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 60.005000000000003 23.500000000000004 30.468306550000005 82.967723800000016 44.205000000000005 59.932719750000011 25.500000000000004 30.160599000000001 82.907204800000002 55.551692500000009 55.576287050000012 66.040000000000006 57.995000000000012 68.52500000000002 7.5000000000000009 67.990000000000023 55.664473600000008 37.542000650000013 37.620907050000007 60.905000000000008 65.045000000000016 37.559851850000008 50.005000000000003 59.896318000000008 55.745923000000012 39.027779200000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 7 8 11 -3 9 25 -9 12 -7 14 15 -14 -13 -18 20 -20 -15 22 24 -24 -22 -6 -27 28 29 -12
right_child=1 2 -4 -5 5 6 -8 10 -10 -11 27 16 13 18 -16 -17 17 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-17.619451811630139 154.41250729075341 -16106.93275548808 198.22070931462446 -1090.9767702993727 -18853.326462870897 -9205.3401938245424 -19863.870561486929 54270.165282678092 -3417.4881325062265 -2231.8162672334561 -15343.717408956692 15150.645039150679 34288.006148097826 13842.443607008732 -25964.501320684525 186789.84375 167375.59490489133 29902.377870639539 -36956.458832675969 27541.385766967462 -56589.820588795737 -449.05418663277015 -250889.97722039477 39964.153996394234 154633.60481770834 -54536.095798141898 -138912.58982142858 2580.2808114023001 5190.4403946370112 25304.720117324981
leaf_weight=3318589 672699 450 149142 155321 99 1690 443 93 778 170 254 443 23 1134 21 25 23 43 103 784 41 1967 38 39 24 111 35 5890 5561 2131
leaf_count=3318589 672699 450 149142 155321 99 1690 443 93 778 170 254 443 23 1134 21 25 23 43 103 784 41 1967 38 39 24 111 35 5890 5561 2131
internal_value=0 58.4966 723.093 -79.1991 4215.73 323.526 2692.49 6390.43 -13260.8 -31714.1 7117.24 4254.31 2610.27 7365.78 71204.6 113716 23275.4 77809.7 6299.22 20051.8 2537.73 -3540.77 -46367.6 -103574 21400.4 -52171.1 -74763.3 6800.3 9928.4 20975.7
internal_weight=0 999575 171555 828020 22413 8034 6841 14379 1193 415 13929 6398 5889 4199 69 48 509 66 4130 887 3243 2109 142 77 65 245 146 13836 7946 2385
internal_count=4318164 999575 171555 828020 22413 8034 6841 14379 1193 415 13929 6398 5889 4199 69 48 509 66 4130 887 3243 2109 142 77 65 245 146 13836 7946 2385
is_linear=0
shrinkage=0.1


Tree=3647
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 1 5 1 2 5 3 3 1 1 0 1 5 3 3 6 1 1 1 1 1 1 3 1 0 0
split_gain=4.52939e+11 9.48513e+12 1.66965e+13 2.84759e+13 1.87435e+13 1.69604e+13 1.37084e+13 1.11886e+13 1.08087e+13 1.06444e+13 1.00719e+13 9.8886e+12 9.8685e+12 1.26786e+13 8.57754e+12 3.58155e+13 2.29535e+13 2.13707e+13 2.60284e+13 4.95814e+13 7.64356e+13 5.31107e+13 1.35679e+14 4.6632e+13 6.21895e+13 5.44271e+13 4.41654e+13 1.43892e+14 1.40351e+14 5.27796e+13
threshold=55.416472000000006 55.349623500000007 18.500000000000004 39.021425200000003 23.500000000000004 37.487839250000007 79.010000000000005 86.192907650000009 6.5000000000000009 38.010000000000012 5.5000000000000009 17.500000000000004 38.422276900000007 37.752451500000006 55.518428350000008 86.192907650000009 79.010000000000005 23.500000000000004 16.500000000000004 1.5000000000000002 37.314272700000011 37.582182450000005 37.642309100000013 37.712318250000003 37.767735350000002 38.096381250000007 11.500000000000002 37.559851850000008 55.455204450000004 55.455204450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 -5 -4 -7 9 -8 10 12 -11 13 -3 15 17 -17 18 26 20 -20 -21 -23 -24 -25 -26 29 28 -28 -2
right_child=14 2 3 4 -6 6 8 -9 -10 11 -12 -13 -14 -15 -16 16 -18 -19 19 21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=6.726572286873564 2247.0687121842693 6293.8164778845658 66352.227836277176 109277.97839439656 7046.6739257812505 -16029.065686091933 1694.5797619047619 -55166.730366785385 -81845.560341631353 3272.2719562527454 -4681.5332841165173 29388.221662965541 -609.18279383303741 39836.613172478406 -8.4644614609790931 21647.209489599343 99992.727593085117 17983.244098673425 88137.85108019771 -11574.852842046021 -41193.009199276363 93887.75339771944 -28667.144957671688 18699.507343567311 -53771.813493368463 96859.179123263893 -26993.259278043519 31654.407013214557 9477.2565442632349 -8584.1259632876663
leaf_weight=2272699 8753 1344 23 29 47 645 21 34 59 20857 3678 146 3639 123 1982935 183 47 529 49 3927 678 170 422 1176 215 27 1570 1664 3218 9257
leaf_count=2272699 8753 1344 23 29 47 645 21 34 59 20857 3678 146 3639 123 1982935 183 47 529 49 3927 678 170 422 1176 215 27 1570 1664 3218 9257
internal_value=0 30.2907 1777.86 -12264.2 46056 -18189.8 -20871.8 2165.86 -59916.3 2231.3 -691.792 3453.81 2182.13 9106.2 -34.6283 -1661.77 37656.9 -1947.45 -2286.18 -7826.57 -32476.1 -4808.18 8412.07 514.861 9199.49 -36965.9 -776.851 6322.28 -2481.54 -3320.08
internal_weight=0 2.30334e+06 30645 824 76 748 725 29821 80 29787 8784 21003 5106 1467 2.01482e+06 31885 230 31655 31126 6664 727 5937 2010 1840 1418 242 24462 6452 4788 18010
internal_count=4318164 2303344 30645 824 76 748 725 29821 80 29787 8784 21003 5106 1467 2014820 31885 230 31655 31126 6664 727 5937 2010 1840 1418 242 24462 6452 4788 18010
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 1 5 3 5 3 5 5 0 3 6 3 4 3 0 2 5 4 5 6 5 5 5 5 0 0
split_gain=4.42169e+11 1.80303e+12 6.34226e+12 9.65824e+12 8.65647e+12 6.92024e+12 1.18514e+13 6.26288e+12 7.18041e+12 5.65429e+12 3.99852e+12 3.89752e+12 3.80947e+12 1.03412e+13 7.86585e+12 2.81377e+13 9.08641e+12 7.30626e+12 6.88932e+12 6.23933e+12 6.12297e+12 4.82284e+12 8.02199e+12 4.48225e+12 3.88275e+12 3.86358e+12 3.64858e+12 3.55646e+12 5.81689e+12 5.71336e+12
threshold=91.398302750000013 56.197733450000008 56.281985950000006 6.5000000000000009 93.043229050000022 93.043229050000022 81.910000000000011 4.5000000000000009 51.015000000000008 15.500000000000002 74.610000000000014 100.05000000000001 56.143542450000005 6.5000000000000009 1.5000000000000002 23.500000000000004 2.5000000000000004 9.5000000000000018 56.121679000000007 6.5000000000000009 32.910000000000004 3.5000000000000004 65.905000000000015 1.5000000000000002 57.005000000000003 66.040000000000006 59.245000000000012 70.50500000000001 56.301440000000007 56.663136550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 -3 9 -7 -6 -9 11 -11 -5 18 21 15 17 24 19 -2 -15 -20 22 23 -14 -16 -17 -25 29 -29 -4
right_child=1 2 27 5 7 6 -8 8 -10 10 -12 -13 13 14 16 25 -18 -19 20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-5.9006276773153052 257.56124442173206 -53424.697734374997 3983.7570394602549 32747.933038495041 1115.2799016612378 -665.31171717186498 -59026.343866131763 -7705.5301628751031 -25312.354473839965 11200.501442325927 -20941.811525012603 3371.6779387019233 -30316.292333496094 63517.236274509807 -1154.3769508637577 16568.894522633273 21009.916770995133 96350.488174715909 24405.988314280792 -1247.7738839285714 -20846.272733233054 22618.654701791162 -44857.819849200583 -2272.5874945832038 -45492.619754464286 -15495.491178966704 11939.754108418505 -28702.738142995084 -2576.7815600522076 -906.15462443290471
leaf_weight=4176165 124286 45 3702 148 443 584 37 777 330 103 62 65 50 51 332 68 254 44 34 21 248 82 43 1031 21 84 219 89 2007 6739
leaf_count=4176165 124286 45 3702 148 443 584 37 777 330 103 62 65 50 51 332 68 254 44 34 21 248 82 43 1031 21 84 219 89 2007 6739
internal_value=0 173.536 -858.276 -5359.18 -10188.3 2350.95 -4142.54 -8933.04 -12954.2 13018.8 -877.216 23783.3 296.596 4329.3 12886.4 27155.5 6586.36 64246.5 222.137 44627.4 -15390.3 -925.055 -2362.57 -956.959 -3792.06 -1150.9 217.415 72.9958 -3686.14 827.631
internal_weight=0 141999 15131 2594 1595 999 621 1550 1107 378 165 213 126868 2300 875 268 607 116 124568 72 282 1425 1343 1300 353 152 1250 12537 2096 10441
internal_count=4318164 141999 15131 2594 1595 999 621 1550 1107 378 165 213 126868 2300 875 268 607 116 124568 72 282 1425 1343 1300 353 152 1250 12537 2096 10441
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=31
num_cat=0
split_feature=0 6 3 0 1 5 1 0 1 1 0 0 4 5 1 1 5 0 0 1 0 5 1 3 3 3 0 5 2 3
split_gain=4.57233e+11 8.4092e+12 1.72706e+13 4.1598e+13 4.13715e+13 3.90916e+13 2.55813e+13 6.06658e+13 8.75594e+13 3.53077e+13 2.8579e+13 5.83609e+13 2.66914e+13 2.15537e+13 1.92878e+13 4.78122e+13 3.78165e+13 3.50279e+13 1.20708e+14 6.64448e+13 4.00309e+13 3.88562e+13 3.77785e+13 4.02735e+13 3.45439e+13 3.41648e+13 2.5766e+13 2.54343e+13 3.17576e+13 2.458e+13
threshold=57.945214300000011 1.5000000000000002 6.5000000000000009 58.049540950000008 49.964253350000007 70.00500000000001 30.502469200000004 59.820733200000006 30.578016350000002 30.370618100000005 59.963407450000012 59.820733200000006 1.5000000000000002 82.00500000000001 30.305955500000003 30.362552800000003 50.410000000000004 59.982527000000012 59.904813200000007 30.278357500000002 59.916647550000008 58.305000000000007 30.102666750000001 4.5000000000000009 4.5000000000000009 4.5000000000000009 59.863160500000006 120.05000000000001 4.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 9 8 -8 14 11 -11 -10 -12 17 16 29 18 22 -19 21 -20 23 -5 -17 -24 -27 28 -18 -16
right_child=1 -3 -4 4 -6 -7 7 -9 12 10 13 -13 -14 -15 15 24 27 19 20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-11.960466787725643 20147.501251888549 386.86192760935091 -688.64730793894705 13852.680916769463 -27393.536342105992 98931.479881347666 122434.07073634827 -2160.383472036779 4484.0372787006645 -19768.890947056821 961.57504161214604 -155610.7799419981 40585.675635196101 83021.260279605267 -669.80907651759605 23612.000671702612 -23209.550359941812 -2601.3365277414227 100715.59265825321 -180286.88551136365 62743.24049523758 269434.45297619049 -33841.277589574354 -69840.894646164481 -8441.9441763479881 28021.945264242851 -58521.017084418403 24218.932940051021 -85786.820203993062 67442.851576450907
leaf_weight=3804212 393 332879 171657 114 449 75 97 1111 423 760 203 33 397 38 983 1018 820 485 39 22 146 21 116 116 502 775 36 98 90 56
leaf_count=3804212 393 332879 171657 114 449 75 97 1111 423 760 203 33 397 38 983 1018 820 485 39 22 146 21 116 116 502 775 36 98 90 56
internal_value=0 88.5299 -459.914 3709.97 2189.9 32773.1 3752.79 13552.9 32590.4 681.464 -16256.8 -25421.8 21962.5 13900.4 3902.75 -409.771 -10386.3 12128.8 20476.1 -10311.6 91002.6 159767 7919.04 -28358 13025.8 16919.8 24180.3 -24185.7 -29398.5 3001.33
internal_weight=0 513952 181073 9416 8948 468 8499 2028 917 6471 1034 793 820 241 5437 3567 2047 1870 1363 507 206 60 1157 230 1520 927 811 1008 910 1039
internal_count=4318164 513952 181073 9416 8948 468 8499 2028 917 6471 1034 793 820 241 5437 3567 2047 1870 1363 507 206 60 1157 230 1520 927 811 1008 910 1039
is_linear=0
shrinkage=0.1


Tree=3650
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 3 6 5 5 5 4 5 1 5 3 5 6 1 1 0 5 1 0 2 1 1 3 5 2 1
split_gain=5.11384e+11 7.69284e+12 2.70298e+13 2.40365e+13 2.12026e+13 4.45884e+13 8.66929e+13 4.89702e+13 5.56731e+13 1.28109e+14 6.22776e+13 5.1877e+13 4.7499e+13 3.91116e+13 3.69027e+13 3.29425e+13 2.83036e+13 2.70864e+13 1.7158e+14 9.28112e+13 3.7312e+13 4.40084e+13 4.29808e+13 4.72751e+13 7.63364e+13 7.44293e+13 4.26378e+13 3.34519e+13 3.18845e+13 2.87478e+13
threshold=16.500000000000004 55.619594000000006 55.56564190000001 36.761894450000007 55.576287050000012 20.500000000000004 1.5000000000000002 77.00500000000001 43.810000000000009 57.995000000000012 2.5000000000000004 78.010000000000005 37.615058950000012 68.52500000000002 24.500000000000004 60.610000000000007 1.5000000000000002 37.752451500000006 37.889331900000009 55.601678500000013 42.405000000000008 37.559851850000008 55.601678500000013 13.500000000000002 37.620907050000007 37.726745000000001 24.500000000000004 65.50500000000001 4.5000000000000009 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 12 8 -7 16 14 -9 -5 -12 -11 -8 -10 20 19 27 -6 -22 23 24 26 -25 28 -19 -23 -26
right_child=1 -3 3 4 17 7 15 11 9 10 13 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 25 29 -27 -28 -29 -30 -31
leaf_value=-18.886656263605737 -62.754514655087206 315.08774472679255 81715.075864109851 -59088.80167561063 -7039.0146783868859 -7922.2491923271855 -11131.356082358026 -125560.3076388889 106495.0686526021 -32037.540435715666 156014.0179370777 -13362.807522898707 -21695.740227385166 19196.722688802085 33901.08274116848 15287.547217282197 32057.725718819755 -84027.310430908212 -2894.3492369411179 1121.5047859191895 -2867.3444175899085 124835.20341471356 -972.20128549217281 -7501.9771843078533 -2674.6554014977391 63244.108073810959 4350.6481831395349 -169238.517695986 61833.972768474312 35167.62578491211
leaf_weight=3318589 429491 546915 33 472 3518 869 1297 54 189 324 37 174 1212 48 115 742 70 224 6829 128 3199 120 1330 813 403 182 86 58 243 400
leaf_count=3318589 429491 546915 33 472 3518 869 1297 54 189 324 37 174 1212 48 115 742 70 224 6829 128 3199 120 1330 813 403 182 86 58 243 400
internal_value=0 62.7037 -242.233 -3569.28 -3690.93 -9046.04 -15385.2 3507.56 9503.39 28843 405.387 -39935.9 -32176.5 78752.5 -14764.3 -1517.41 86376.9 -1979.6 -6666.65 -69498.5 1316.46 5654.49 13275.8 21709.2 34639.9 5438.51 67661.5 -101553 82660.8 16175.8
internal_weight=0 999575 452660 23169 23136 5603 3723 1880 1652 783 524 228 1684 85 439 2039 259 17533 7239 410 10294 6776 3577 2247 1252 995 449 282 363 803
internal_count=4318164 999575 452660 23169 23136 5603 3723 1880 1652 783 524 228 1684 85 439 2039 259 17533 7239 410 10294 6776 3577 2247 1252 995 449 282 363 803
is_linear=0
shrinkage=0.1


Tree=3651
num_leaves=31
num_cat=0
split_feature=0 6 3 0 0 1 1 0 5 5 0 1 1 5 3 3 5 3 1 5 5 1 3 5 1 3 0 3 2 5
split_gain=5.95849e+11 5.70353e+12 2.7553e+13 2.98999e+13 3.21178e+13 2.9573e+13 5.6073e+13 1.42611e+14 7.90585e+13 7.36599e+13 6.16132e+13 7.94013e+13 1.13869e+14 6.90277e+13 8.39235e+13 8.15675e+13 9.80802e+13 4.96552e+13 3.95993e+13 4.74954e+13 3.0335e+13 2.65794e+13 9.04606e+13 5.32439e+13 3.70558e+13 4.1703e+13 4.55593e+13 5.10518e+13 3.91458e+13 3.91305e+13
threshold=55.591389050000011 1.5000000000000002 8.5000000000000018 57.692655200000004 59.963407450000012 37.503486000000002 37.642309100000013 55.68356880000001 65.50500000000001 41.005000000000003 55.975961550000008 37.615058950000012 37.597123000000003 61.845000000000006 6.5000000000000009 7.5000000000000009 73.995000000000019 4.5000000000000009 37.542000650000013 49.505000000000003 51.815000000000005 30.160599000000001 5.5000000000000009 62.015000000000008 30.305955500000003 6.5000000000000009 59.904813200000007 4.5000000000000009 4.5000000000000009 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 21 17 7 8 -7 -9 11 12 18 14 20 16 -15 -2 -11 -20 -13 22 -5 -24 25 26 -23 -28 -29 -26
right_child=1 -3 -4 4 -6 6 -8 9 -10 10 -12 13 -14 15 -16 -17 -18 -19 19 -21 -22 24 23 -25 29 -27 27 28 -30 -31
leaf_value=32.977497142706611 268.32072311526099 69.377294599881438 -84.353169669363751 11628.774666715657 -7865.0388793196244 -275178.16660156252 -4067.4000486266664 -9174.7653505996914 -9494.1814801897326 140472.229585906 -13002.839973958333 174383.15651041668 323660.28178617038 149096.88461538462 -42199.981109118853 233770.06170259367 -91407.141432291668 -24547.186161973506 126244.35585937501 -86679.303196022738 25233.377031250002 3431.5401709923376 -14993.47066409167 -65135.004722072365 1582.7110276722296 11258.198770159524 230241.73125000001 40451.643665577547 186916.71285511367 81248.273122479848
leaf_weight=2414903 1468 1347173 503733 1206 3603 24 29045 284 21 62 108 30 26 39 122 34 30 1789 20 22 25 104 816 286 11105 1873 22 107 22 62
leaf_count=2414903 1468 1347173 503733 1206 3603 24 29045 284 21 62 108 30 26 39 122 34 30 1789 20 22 25 104 816 286 11105 1873 22 107 22 62
internal_value=0 -41.8426 -311.283 -2494.68 644.902 -4313.71 -3327.79 22034.8 -151192 31754.5 54194.5 71895.3 136480 41909.6 4033.51 106998 44529.9 -13362.3 89684.8 14712.9 106588 2609.99 -7295.92 -28006.6 4329.65 16423.5 54363.5 89442.5 65430.2 2025.02
internal_weight=0 1.90326e+06 556088 52355 19206 33149 29892 847 45 802 518 410 130 280 177 103 69 3257 104 42 55 15603 2308 1102 13295 2128 255 151 129 11167
internal_count=4318164 1903261 556088 52355 19206 33149 29892 847 45 802 518 410 130 280 177 103 69 3257 104 42 55 15603 2308 1102 13295 2128 255 151 129 11167
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=31
num_cat=0
split_feature=5 0 5 0 1 0 1 6 1 1 1 6 3 0 1 0 3 6 3 2 2 5 6 1 5 6 6 3 4 4
split_gain=4.98978e+11 3.24834e+12 9.49828e+12 1.93023e+13 1.58883e+13 1.33549e+13 4.58784e+13 3.31673e+13 1.81251e+13 8.11557e+13 5.481e+13 5.36894e+13 4.28602e+13 4.72835e+13 3.01946e+13 2.55292e+13 2.53133e+13 4.08326e+13 4.89125e+13 2.84066e+13 2.86537e+13 2.63521e+13 1.94175e+13 2.02673e+13 1.89294e+13 1.82247e+13 1.56517e+13 1.49443e+13 1.44763e+13 1.44603e+13
threshold=42.005000000000003 60.017447350000005 65.045000000000016 60.052595500000002 30.578016350000002 60.042666650000008 30.315880100000005 1.5000000000000002 30.434657650000002 30.451272450000005 30.410108300000001 1.5000000000000002 9.5000000000000018 60.029906750000002 30.207352000000004 60.035045000000004 12.500000000000002 1.5000000000000002 11.500000000000002 4.5000000000000009 11.500000000000002 45.005000000000003 1.5000000000000002 30.370618100000005 62.710000000000008 1.5000000000000002 1.5000000000000002 8.5000000000000018 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 -7 10 25 12 -12 13 14 -3 -11 17 18 -14 21 -21 -20 -15 -24 -25 -10 -17 -9 -23 -8
right_child=1 2 -4 -5 -6 6 29 27 9 15 11 -13 16 22 -16 26 -18 -19 19 20 -22 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=44.287478361052912 -46.190713356438422 -73723.992454310821 -880.7995082816708 -57.423627559046999 16646.429112295689 -75244.501506791552 -4570.3473620227933 67608.766324869794 -74225.961113556332 -2219.043773812668 -107924.23415948276 30250.057007096657 -101638.16898148149 49395.646484375 13394.588594949657 65002.726919146662 1749.5750189200398 972.01594653659402 125453.29931250001 14258.455133972813 110636.41847478694 25304.634500749147 -32919.950605589562 -5425.9139468081139 -83201.583610026049 -30787.594857606193 14032.597134188287 -42381.225744047624 72742.295317595112 12415.028768936005
leaf_weight=1600872 2628468 42 29960 37559 909 110 582 30 142 954 29 928 27 38 754 97 9238 1008 50 473 33 146 869 605 33 302 159 21 115 3611
leaf_count=1600872 2628468 42 29960 37559 909 110 582 30 142 954 29 928 27 38 754 97 9238 1008 50 473 33 146 869 605 33 302 159 21 115 3611
internal_value=0 -26.0916 568.678 1306.42 3710.76 3134.25 8045.96 -44339.4 1801.15 -8112.73 2940.82 26063 1293.3 -11002 8797.88 5305.36 3888.72 14559 30786.2 35162.5 20544 58947 -21203.1 -22983.3 -9448.79 -44680 33345.5 22318.8 46206.3 10057.4
internal_weight=0 2.71729e+06 88824 58864 21305 20396 4354 161 16042 1654 14388 957 13431 2341 796 1210 11090 1852 844 817 506 311 1545 1507 638 444 256 51 261 4193
internal_count=4318164 2717292 88824 58864 21305 20396 4354 161 16042 1654 14388 957 13431 2341 796 1210 11090 1852 844 817 506 311 1545 1507 638 444 256 51 261 4193
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 6 3 5 3 5 0 5 5 5 1 1 1 3 5 3 0 1 0 2 1 1 1 3 1 2
split_gain=5.243e+11 5.1e+12 2.06833e+13 2.60124e+13 2.40166e+13 1.24016e+14 8.51732e+13 5.90889e+13 5.39217e+13 4.79947e+13 3.65889e+13 3.3002e+13 2.57888e+13 2.42121e+13 2.35849e+13 8.3835e+13 1.1924e+14 1.27746e+14 4.65174e+13 4.40911e+13 7.8618e+13 6.26412e+13 4.07164e+13 4.00825e+13 3.95966e+13 4.26632e+13 3.55127e+13 5.57145e+13 8.50717e+13 7.93754e+13
threshold=55.591389050000011 55.734663800000007 37.214886200000009 55.601678500000013 36.761894450000007 1.5000000000000002 8.5000000000000018 55.005000000000003 21.500000000000004 94.040000000000006 55.701368300000006 118.33500000000002 56.835000000000008 49.995000000000012 37.998366300000008 49.148175700000003 38.422276900000007 13.500000000000002 137.05000000000004 12.500000000000002 55.645049100000001 49.236330900000006 55.701368300000006 17.500000000000004 49.111504200000006 39.726951800000002 37.692869000000009 5.5000000000000009 37.66934650000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 11 -8 -5 10 13 -6 -9 -7 26 16 18 24 22 21 -21 -17 23 -16 25 -18 27 29 -29 -4
right_child=1 -3 14 4 6 9 7 12 -10 -11 -12 -13 -14 -15 15 19 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=30.934267115053117 6067.0319188435878 21.694397965885429 27545.249532680955 51952.521902184497 1585.7099810076675 -16535.156603047206 -8422.9975519758427 -75962.156960761276 2533.364540454595 -159614.74609375 9741.9429417428018 68030.759226613241 -30101.942040115857 -54599.320798437497 3232.9582144112392 15623.509842778134 -21248.74641396767 181576.59593750001 92967.278031249996 58233.179762495682 -8699.4511904604278 694.68925564998301 -10691.349898478788 -35596.845765060316 -4809.5935683818998 -45926.051034717078 1630.2526087957558 -1298.0075085284432 -20235.396064344197 1369.8254946488923
leaf_weight=2414903 1788 1671564 1556 499 2559 504 2029 133 396 24 356 77 1571 250 6079 3353 1815 30 50 181 5762 17377 4766 278 733 1141 89600 81812 2443 4535
leaf_count=2414903 1788 1671564 1556 499 2559 504 2029 133 396 24 356 77 1571 250 6079 3353 1815 30 50 181 5762 17377 4766 278 733 1141 89600 81812 2443 4535
internal_value=0 -39.2501 -478.931 -4884.94 -7216.7 2257.93 -10235.1 -19952.7 30086.6 -19705.6 -16680.6 3526.63 -33681.4 -29155.9 -276.324 -2423.3 -8433.76 -23943.6 -3271.22 932.449 -6660.95 3109.37 -3703.83 1534.88 -25614.9 -30774.1 219.597 -1179.41 -1847.1 8056.57
internal_weight=0 1.90326e+06 231697 10186 8398 2029 6369 3733 895 1134 1110 2636 1704 754 221511 41565 14892 3719 11173 26673 5943 20730 11123 6357 3689 2956 179946 90346 84255 6091
internal_count=4318164 1903261 231697 10186 8398 2029 6369 3733 895 1134 1110 2636 1704 754 221511 41565 14892 3719 11173 26673 5943 20730 11123 6357 3689 2956 179946 90346 84255 6091
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=31
num_cat=0
split_feature=3 0 2 4 5 0 0 5 5 0 1 0 5 1 5 2 1 0 5 5 1 0 1 5 5 1 1 0 0 2
split_gain=4.77375e+11 2.32553e+12 5.51678e+12 5.64098e+12 6.234e+12 6.07688e+12 2.26289e+13 9.85459e+12 1.72394e+13 2.06915e+13 9.81741e+12 1.55648e+13 1.70344e+13 1.65601e+13 1.13638e+13 1.31263e+13 9.32335e+12 1.1264e+13 9.59704e+12 8.82768e+12 8.40596e+12 7.93043e+12 9.94271e+12 9.38171e+12 8.1294e+12 7.86231e+12 6.16617e+12 5.74955e+12 5.71991e+12 5.1817e+12
threshold=2.5000000000000004 55.212972300000011 2.5000000000000004 3.5000000000000004 225.45000000000002 59.963407450000012 59.820733200000006 91.050000000000011 88.015000000000015 56.338501050000012 35.911716050000003 56.501468900000013 177.02500000000003 37.542000650000013 123.15000000000002 1.5000000000000002 49.111504200000006 55.734663800000007 114.05000000000001 101.05000000000001 46.037218400000008 56.320495600000008 39.899261850000009 76.730000000000018 71.00500000000001 30.578016350000002 38.633372000000001 55.820531900000013 55.777112100000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 20 -10 -9 12 13 -12 19 -16 17 -15 -19 -13 21 23 -23 24 26 -7 -5 -22 -18 -21
right_child=-2 2 -4 4 -6 25 -8 10 9 -11 11 14 -14 16 15 -17 28 18 -20 29 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-178.03180681813086 -5.4518075214933104 546.03222933931863 44345.188038793101 52792.39013671875 -46131.853125000001 -45293.097265625001 86713.798111979166 -58077.782596982761 150479.36822916669 18129.144567418982 53022.785054347827 6931.1320996093755 66585.029190340909 -108980.37127604167 -42350.504374556112 37883.726038240129 11851.280814985796 9016.1770368303569 -70041.866980698527 43733.866153772869 30059.121053233044 25063.785907660593 108158.07552083333 -25440.398691406252 85579.625337357968 3941.7779045336174 -21702.952234375 -9586.3699616033391 -45965.707812500004 100151.76799768518
leaf_weight=66309 4205107 45629 29 20 21 43 39 29 21 27 23 40 22 30 44 38 44 28 34 41 47 36 24 40 22 132 25 165 28 27
leaf_count=66309 4205107 45629 29 20 21 43 39 29 21 27 23 40 22 30 44 38 44 28 34 41 47 36 24 40 22 132 25 165 28 27
internal_value=0 202.778 742.931 715.866 7825.35 8885.31 12221.1 8823.21 19571.6 76032.4 -1900.08 2183.01 -16648.7 -26440.9 22897.8 -5168.79 -37585.2 -58678.1 -34338.2 44207.7 12420.9 29200.6 58301.5 12882.3 35761.6 -8155.93 11406.1 -797.039 -10633.1 66135.1
internal_weight=0 113057 46748 46719 1090 1069 894 855 427 48 428 399 209 187 190 82 164 92 62 108 379 167 60 107 67 175 45 212 72 68
internal_count=4318164 113057 46748 46719 1090 1069 894 855 427 48 428 399 209 187 190 82 164 92 62 108 379 167 60 107 67 175 45 212 72 68
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=31
num_cat=0
split_feature=3 4 5 6 0 5 1 3 0 0 1 2 0 0 1 0 0 0 5 0 5 3 1 5 2 2 1 1 2 5
split_gain=4.58941e+11 7.38303e+12 2.50173e+13 1.84867e+13 2.55756e+13 2.83107e+13 3.34388e+13 5.37721e+13 2.18795e+13 2.1922e+13 2.17854e+13 2.63094e+13 2.15115e+13 1.87809e+13 2.30506e+13 1.91859e+13 1.82589e+13 2.48156e+13 5.66325e+13 2.22973e+13 2.0083e+13 1.76215e+13 2.72175e+13 2.83621e+13 2.05528e+13 3.13294e+13 4.22782e+13 7.6548e+13 3.01943e+13 2.10132e+13
threshold=16.500000000000004 2.5000000000000004 70.00500000000001 1.5000000000000002 55.885524800000006 64.805000000000021 30.323743050000001 17.500000000000004 55.591389050000011 55.078308950000007 39.027779200000005 3.5000000000000004 55.701368300000006 43.592450450000008 39.739656000000004 43.642715500000008 59.950068600000009 59.882016200000002 49.505000000000003 56.338501050000012 49.995000000000012 23.500000000000004 37.328003200000005 61.405000000000008 2.5000000000000004 7.5000000000000009 37.752451500000006 37.362912300000012 9.5000000000000018 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 7 -6 9 10 11 -5 21 14 -12 -15 17 19 -19 -8 -21 24 -23 -24 29 26 27 -26 -27 -10
right_child=1 2 -4 4 5 -7 16 -9 12 -11 13 -13 -14 15 -16 -17 -18 18 -20 20 -22 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=-17.892031770547163 -64.304495845841529 1491.2902368744358 188.34327408904065 -39671.742577594261 136258.86160714287 11183.600782222435 -24311.040583819657 5844.6625683892398 -48048.964366319444 -9479.0759130090428 -72039.712881324405 40356.838489532471 13974.48515152168 70051.295695465684 23600.549823288689 8195.0172044032224 27217.183913255776 -17421.001319113479 -108394.09559811829 73647.679477896352 -186.92109428805099 77071.350146484372 70964.485427024149 -62384.202848868539 18408.808735795457 -35953.547770579273 26152.854381222198 256453.80928571429 62560.927913032952 79793.204843750005
leaf_weight=3318589 828020 13747 149142 46 35 1271 498 327 36 635 63 384 1043 51 42 2986 92 259 93 41 363 38 22 58 22 41 36 35 129 20
leaf_count=3318589 828020 13747 149142 46 35 1271 498 327 36 635 63 384 1043 51 42 2986 92 259 93 41 363 38 22 58 22 41 36 35 129 20
internal_value=0 59.4016 656.476 3771.55 7388.77 -117.249 -8526.72 18453.8 11320.6 7641.69 10685.3 31795.6 21778.2 7796.2 -33783.6 9233.76 -15783 -18937.7 -41456.5 -10149.9 7306.19 40403.6 7386.83 -25713.3 52616.8 64329.4 110993 164577 38801.6 -2391.05
internal_weight=0 999575 171555 22413 8666 2979 1708 362 5687 4207 3572 430 1480 3142 105 3037 1346 1254 352 902 404 437 118 80 319 263 93 57 170 56
internal_count=4318164 999575 171555 22413 8666 2979 1708 362 5687 4207 3572 430 1480 3142 105 3037 1346 1254 352 902 404 437 118 80 319 263 93 57 170 56
is_linear=0
shrinkage=0.1


Tree=3656
num_leaves=31
num_cat=0
split_feature=0 3 0 1 0 1 3 3 0 0 5 1 1 0 6 1 5 0 0 6 4 1 1 1 3 5 5 5 2 1
split_gain=4.59674e+11 5.01651e+12 1.9008e+13 3.64583e+13 6.01786e+13 6.9766e+13 1.42807e+14 2.19653e+14 1.35528e+14 8.033e+13 7.69597e+13 7.17173e+13 1.38727e+14 1.25602e+14 1.00823e+14 1.1492e+14 6.70552e+13 6.66381e+13 7.06054e+13 7.0562e+13 6.59763e+13 6.285e+13 6.10725e+13 6.05194e+13 1.55833e+14 5.75997e+13 5.30821e+13 6.1023e+13 4.93147e+13 4.55018e+13
threshold=55.591389050000011 16.500000000000004 55.719391050000006 37.692869000000009 55.619594000000006 37.752451500000006 15.500000000000002 14.500000000000002 55.708120100000009 55.674875350000008 52.020000000000003 38.058342000000003 49.148175700000003 55.708120100000009 1.5000000000000002 37.832345550000007 53.005000000000003 55.664473600000008 55.674875350000008 1.5000000000000002 2.5000000000000004 37.726745000000001 49.201680550000006 37.792847950000002 7.5000000000000009 36.005000000000003 96.015000000000015 62.385000000000012 1.5000000000000002 39.110397700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 28 23 6 7 9 17 26 -11 13 29 -7 16 -16 -15 21 -19 -20 -17 -8 -14 24 -5 -26 27 -6 -2 -13
right_child=1 -3 -4 4 5 11 8 -9 -10 10 -12 12 22 14 15 20 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=28.965079724957633 4558.0800817731933 215.19488666496773 -30.77668396269025 -148036.75372227261 15265.761959358777 1411.4674217096801 -50708.544176460236 109844.79193281695 -96887.315149201138 -5059.8698095416285 -45442.893559681288 -12279.88684218466 31223.332689694129 37303.506492665052 1943.3767578812294 32467.510153224914 130515.45234338562 -51362.618017179477 132276.42410522464 -14861.931200894443 99929.713500838639 7538.05157115565 -961.34731244044349 637.12554206140271 1776.218860850767 28536.711444759785 167772.05863095238 -31005.980644271222 -4593.1686948710631 -34859.755768663897
leaf_weight=2414903 6801 558417 1237742 56 1818 17857 233 176 266 1532 682 2286 613 182 1765 801 134 888 40 176 177 904 15436 4850 1179 2531 21 338 43896 1464
leaf_count=2414903 6801 558417 1237742 56 1818 17857 233 176 266 1532 682 2286 613 182 1765 801 134 888 40 176 177 904 15436 4850 1179 2531 21 338 43896 1464
internal_value=0 -36.7516 -141.367 -1419.42 329.749 -1057.17 -10223.7 303.319 -29400.6 -4087.32 -17499.4 535.454 -3778.27 4618.81 23341.7 17179.8 76830.1 -21390.2 -38890.1 12385.9 44676.9 -4398.15 267.963 8022.35 17533.3 20032.5 9552.75 8011.66 -3365.53 -21095.1
internal_weight=0 1.90326e+06 1.34484e+06 107102 56405 47789 7074 4567 2507 4391 2214 40715 19799 20916 3059 2743 316 2241 1104 216 978 1137 16049 8616 3766 3710 2177 2156 50697 3750
internal_count=4318164 1903261 1344844 107102 56405 47789 7074 4567 2507 4391 2214 40715 19799 20916 3059 2743 316 2241 1104 216 978 1137 16049 8616 3766 3710 2177 2156 50697 3750
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 3 5 6 1 3 5 5 3 0 5 5 0 5 0 5 1 5 4 5 6 3 1 5 5 5
split_gain=6.28274e+11 4.3258e+12 3.04718e+13 5.06436e+13 3.49774e+13 3.67021e+13 3.43067e+13 2.53302e+13 2.43837e+13 4.11575e+13 4.58002e+13 1.95302e+13 1.98814e+13 1.98907e+13 1.8997e+13 1.91171e+13 1.89112e+13 2.87038e+13 3.9518e+13 1.83424e+13 1.7774e+13 1.85866e+13 1.66114e+13 1.58588e+13 2.60003e+13 2.39027e+13 1.58012e+13 1.45941e+13 1.35208e+13 1.92308e+13
threshold=18.500000000000004 82.959896850000021 82.95335685000002 55.002082750000007 55.07108800000001 21.500000000000004 94.040000000000006 1.5000000000000002 82.966612450000014 23.500000000000004 53.705000000000005 41.810000000000009 22.500000000000004 55.039751500000008 64.405000000000015 62.710000000000008 55.034903650000011 51.015000000000008 55.07108800000001 33.585000000000008 82.964402850000013 63.005000000000003 1.5000000000000002 43.005000000000003 1.5000000000000002 24.500000000000004 82.962740850000003 105.35000000000001 41.005000000000003 36.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 19 -4 8 9 16 28 12 -7 -14 15 23 -3 -18 -19 -5 21 26 -12 24 -13 -25 -9 -8 29 -11
right_child=1 7 3 4 -6 11 27 20 -10 10 22 14 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=15.332285497136505 -79.629343243961046 -7449.7294742906424 1063.0521501636238 -12121.984423076923 56542.316176165958 -23096.818537646814 95526.027202061261 61278.605168269227 1040.846646179283 -25662.913852163463 89546.562017952136 -34934.118161137689 36513.030041610058 -20098.752947782632 792.82194090868586 -55112.032566406255 -549.51115968727618 31941.419660621621 -3857.1415274465467 -48592.092456626488 -2646.2447623286403 -67240.978078613276 41864.118782266763 30673.923587288533 38772.561691988434 -15904.07507189219 -19892.382836202974 6020.1315972222219 -6977.1825904901089 44729.831721047798
leaf_weight=3717520 567001 959 2507 195 66 149 56 26 15432 52 94 601 230 85 526 150 1549 879 475 471 7139 80 328 133 52 642 309 27 278 153
leaf_count=3717520 567001 959 2507 195 66 149 56 26 15432 52 94 601 230 85 526 150 1549 879 475 471 7139 80 328 133 52 642 309 27 278 153
internal_value=0 -94.895 -153.962 -7309.58 -15524.4 -16995.1 3157.17 1124.39 2971.91 9223.25 28418.1 -11569.9 7000.38 21236.8 -15665.3 -21151.3 4725.24 8747.22 19382.8 -37913.9 -3815.77 -23934.4 52485.3 -17584 -29064.7 -7910.69 -13592.5 66409.7 7390.34 26874.1
internal_weight=0 600644 572891 5890 3300 3234 2590 27753 20199 4767 905 2568 464 315 2104 1578 3862 2903 1354 666 7554 415 422 1428 653 775 335 83 483 205
internal_count=4318164 600644 572891 5890 3300 3234 2590 27753 20199 4767 905 2568 464 315 2104 1578 3862 2903 1354 666 7554 415 422 1428 653 775 335 83 483 205
is_linear=0
shrinkage=0.1


Tree=3658
num_leaves=31
num_cat=0
split_feature=3 5 1 5 1 0 0 3 0 2 5 4 5 3 0 5 3 0 2 5 0 0 5 1 1 2 0 3 0 2
split_gain=5.08902e+11 3.97463e+12 1.31165e+13 1.45897e+13 2.13771e+13 8.15047e+13 1.0137e+14 8.37423e+13 4.85218e+13 4.22921e+13 4.24408e+13 3.99481e+13 3.74841e+13 2.7268e+13 1.94605e+13 1.63801e+13 1.61291e+13 8.0226e+13 4.52253e+13 1.89686e+13 1.41561e+13 2.69523e+13 2.27338e+13 1.55843e+13 5.25569e+13 4.42345e+13 3.78692e+13 1.55237e+13 4.30289e+13 4.09602e+13
threshold=18.500000000000004 64.020000000000024 37.66934650000001 77.715000000000018 37.692869000000009 55.755036050000008 55.86787755000001 22.500000000000004 55.751981950000008 10.500000000000002 77.00500000000001 2.5000000000000004 75.015000000000015 20.500000000000004 55.842510000000011 74.610000000000014 24.500000000000004 55.719391050000006 9.5000000000000018 70.50500000000001 45.063245200000004 45.067452850000002 65.50500000000001 39.739656000000004 39.718803500000007 8.5000000000000018 44.678200800000006 19.500000000000004 43.642715500000008 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 7 15 13 11 -11 -8 -10 -4 -9 -7 17 19 -18 -15 22 -22 23 24 26 -26 -6 28 -24 -30
right_child=1 2 3 -5 20 6 9 14 12 10 -12 -13 -14 16 -16 -17 18 -19 -20 -21 21 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=13.79905907186737 70.32501816206063 725.65251902080843 -80708.205491071436 -22.045700077809588 92654.242645089282 -136061.05776602912 -63449.021903578243 -64961.033886199308 143274.63479817708 40804.051897045174 -97316.776624999999 30461.530377388 -14355.895303622159 17781.035996028357 16497.404509715543 -71097.597700471699 -123392.54599294356 190867.60637019231 23394.80581129808 -58629.435320723685 -27362.015469283884 -2457.5268073475213 94501.960058593759 42739.149631754561 -208013.166 -31666.308096590914 -13795.388485338364 1898.7920733701712 -8448.7411665810487 29653.811596767984
leaf_weight=3717520 439551 56009 35 53954 35 145 155 47 48 202 25 64 22 224 78 53 31 26 65 38 439 42882 64 48 25 33 740 4477 576 553
leaf_count=3717520 439551 56009 35 53954 35 145 155 47 48 202 25 64 22 224 78 53 31 26 65 38 439 42882 64 48 25 33 740 4477 576 553
internal_value=0 -85.4055 -510.325 -1169.09 -2379.49 -15253.8 -35551.3 -78214.9 16666 -4653.73 25592.5 -36004.8 93733.6 3790.69 -14131 -118672 11492.4 23325 -24005.3 6698.6 -2054.74 -2709.9 2277.76 -12666.9 -15859.6 -107678 -8987.99 4599.84 14736.1 10214.4
internal_weight=0 600644 161093 105084 51130 1258 769 323 489 446 227 219 70 419 125 198 384 288 96 262 49872 43321 6551 881 833 58 775 5670 1193 1129
internal_count=4318164 600644 161093 105084 51130 1258 769 323 489 446 227 219 70 419 125 198 384 288 96 262 49872 43321 6551 881 833 58 775 5670 1193 1129
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 3 0 0 1 1 4 0 3 1 0 3 3 1 5 6 5 1 3 2 5 0 5 1 2 1
split_gain=5.05171e+11 2.53156e+12 1.09032e+13 6.78181e+12 1.62051e+13 6.19395e+12 4.92045e+12 8.77665e+12 9.57923e+12 8.14455e+12 1.26053e+13 2.52948e+13 1.68782e+13 1.52316e+13 1.38096e+13 1.10622e+13 1.10216e+13 1.6597e+13 3.19485e+13 1.76762e+13 1.68499e+13 1.45011e+13 8.75058e+12 2.2877e+13 1.48797e+13 1.09284e+13 9.99681e+12 1.56781e+13 9.46725e+12 9.35434e+12
threshold=22.030000000000005 37.944765900000007 37.832345550000007 55.993277250000013 11.500000000000002 16.500000000000004 55.619594000000006 55.86787755000001 37.533784800000006 37.417247200000006 1.0000000180025095e-35 55.74310830000001 7.5000000000000009 37.533784800000006 55.708120100000009 3.5000000000000004 4.5000000000000009 37.642309100000013 13.050000000000002 1.5000000000000002 13.050000000000002 37.582182450000005 8.5000000000000018 1.5000000000000002 20.010000000000002 55.820531900000013 21.015000000000004 37.542000650000013 1.5000000000000002 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1 9 -9 15 22 12 14 -13 -12 -8 -15 18 -18 21 -19 -20 23 25 -25 -11 -24 -28 -29 -30
right_child=-2 -3 3 4 -6 -7 7 8 -10 10 11 13 -14 16 -16 -17 17 20 19 -21 -22 -23 26 24 -26 -27 27 28 29 -31
leaf_value=-2827.5072306197917 4.7267326926579223 191.33007162509523 -15266.970743857106 -13885.301194763184 65491.450838026896 -4807.3903320051049 -67057.957096354163 -617.33561917689713 -9568.3568084183644 -94.039886130308503 -103907.36209490741 64181.189052793212 3493.3421541825392 76493.797882080078 -9299.2550889756949 -2664.0217033782033 -101519.57291666667 96665.674958881587 -9405.2310204443984 -17195.991666439029 25461.51799238097 42625.355158025573 3158.7610723666558 -12084.383305396645 -53924.255480831191 19953.365154827196 -28204.128935731133 -17109.542276785716 66347.28602783203 24053.25888283837
leaf_weight=6205 4237242 50089 775 64 43 2101 27 7268 1431 2730 27 83 1017 32 36 2236 27 38 77 143 265 176 4627 687 97 302 53 35 80 151
leaf_count=6205 4237242 50089 775 64 43 2101 27 7268 1431 2730 27 83 1017 32 36 2236 27 38 77 143 265 176 4627 687 97 302 53 35 80 151
internal_value=0 -247.501 -960.395 -6706.25 18013.8 -7625.95 -344.958 366.717 -2089.79 2017.36 3171.77 10507.9 381.905 23511.6 -49845.6 -3432.31 19058.3 16526.7 3730.03 10906.1 34391.4 26790 1563.38 -2034.44 -17261 1902.77 4339.22 21461.4 31357.1 38700.5
internal_weight=0 80922 30833 2983 107 2876 27850 21645 8699 12946 10683 1921 1080 841 63 2263 758 726 423 396 303 253 8762 3816 784 3032 4946 319 266 231
internal_count=4318164 80922 30833 2983 107 2876 27850 21645 8699 12946 10683 1921 1080 841 63 2263 758 726 423 396 303 253 8762 3816 784 3032 4946 319 266 231
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=31
num_cat=0
split_feature=3 2 5 3 3 1 2 5 1 3 3 2 3 5 5 0 5 0 5 2 0 5 5 5 5 5 0 4 5 3
split_gain=4.75172e+11 2.81367e+12 4.13974e+12 1.73635e+13 7.83524e+12 3.56586e+12 1.10689e+13 1.20126e+13 1.07143e+13 4.84265e+13 1.80719e+13 1.30927e+13 1.59828e+13 1.87105e+13 1.30103e+13 2.72992e+13 1.21867e+13 2.20862e+13 1.13734e+13 1.11116e+13 1.00272e+13 9.19012e+12 8.46573e+12 7.71364e+12 9.05517e+12 8.89215e+12 1.13831e+13 1.20042e+13 8.52796e+12 8.41964e+12
threshold=27.500000000000004 22.500000000000004 142.05000000000004 30.500000000000004 33.500000000000007 37.542000650000013 10.500000000000002 116.06000000000002 37.559851850000008 30.500000000000004 32.500000000000007 13.500000000000002 36.500000000000007 55.990000000000002 56.835000000000008 55.769960200000007 49.010000000000012 55.657530000000008 46.810000000000009 7.5000000000000009 55.777112100000004 68.52500000000002 40.405000000000008 34.920000000000009 58.605000000000011 52.405000000000008 59.904813200000007 1.5000000000000002 29.050000000000004 34.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2 9 -7 16 12 -12 -14 18 -16 20 19 22 -18 -11 -19 -13 28 25 29 27 -27 -8 -25
right_child=1 -3 3 4 -6 8 23 -9 -10 10 11 14 13 -15 15 -17 17 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.1376810473564793 1666.5557209204323 935.41604502236305 -97400.84694293479 49056.159912109375 -20922.590875244143 144043.71328125001 -3759.9631261437225 -76004.495937500003 -667.90932367452888 -17847.131180869656 16228.419164627012 4741.8895071847101 18429.253755326707 -109245.45126953126 36724.875764160155 160343.60747282612 -20692.264582916003 14729.358185369318 -42360.672355769231 8690.8690933334256 -86907.088107638891 99821.666250000009 61353.597347167975 -9401.5579446348329 -1530.7503972632255 -86314.398242187512 50896.824769176135 -19514.790040352604 17472.048394966791 10927.733148113402
leaf_weight=4279873 4531 11778 23 24 48 26 555 20 15104 95 237 56 22 24 80 23 234 22 26 286 27 30 50 1846 1872 28 22 686 287 229
leaf_count=4279873 4531 11778 23 24 48 26 555 20 15104 95 237 56 22 24 80 23 234 22 26 286 27 30 50 1846 1872 28 22 686 287 229
internal_value=0 -350.706 -922.046 -21759.5 2403.66 -847.114 -2326.7 1325.22 65.1566 9008.8 6112.01 20246 5758.62 -48183.6 37692.5 64329.1 -4437.57 1682.33 16907.9 -4531.54 -33130.9 63821.1 31445.5 -5334.83 -6919.2 -10507.7 -19951.4 -22134.4 3477.08 -7157.99
internal_weight=0 38291 26513 95 72 26418 10076 4551 16342 1238 1212 518 283 46 235 103 694 572 132 520 122 52 106 5525 4683 2811 736 714 842 2075
internal_count=4318164 38291 26513 95 72 26418 10076 4551 16342 1238 1212 518 283 46 235 103 694 572 132 520 122 52 106 5525 4683 2811 736 714 842 2075
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=31
num_cat=0
split_feature=5 3 0 0 3 2 5 0 1 5 5 1 2 5 4 5 2 4 5 5 6 2 5 1 1 2 1 2 0 1
split_gain=4.48071e+11 2.87655e+12 6.03946e+12 3.15115e+13 4.24306e+13 3.95279e+13 7.14319e+13 3.05115e+13 3.53875e+13 3.12967e+13 3.39971e+13 2.4832e+13 3.17185e+13 3.13163e+13 2.64942e+13 2.14713e+13 2.01957e+13 1.73193e+13 1.53008e+13 1.50911e+13 1.36816e+13 1.82968e+13 2.9199e+13 2.58364e+13 3.52051e+13 2.67947e+13 2.49548e+13 2.24191e+13 1.267e+13 3.28604e+13
threshold=102.01000000000001 5.5000000000000009 59.863160500000006 59.609407350000005 3.5000000000000004 4.5000000000000009 120.05000000000001 59.916647550000008 30.278357500000002 150.04500000000004 104.75000000000001 30.323743050000001 3.5000000000000004 114.05000000000001 3.5000000000000004 110.05000000000001 1.5000000000000002 7.5000000000000009 132.05000000000004 120.05000000000001 1.5000000000000002 2.5000000000000004 105.35000000000001 30.502469200000004 30.434657650000002 3.5000000000000004 30.332994000000003 1.5000000000000002 59.963407450000012 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 16 20 -7 8 15 10 -10 12 13 -12 -13 -4 -5 28 -17 -18 -6 22 -22 24 25 -23 -24 -28 29 -9
right_child=1 -3 7 4 5 6 -8 17 9 -11 11 14 -14 -15 -16 18 19 -19 -20 -21 21 23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=5.1699412303511574 -1207.0495454493641 53.149614768322152 -49012.362254464286 21176.014603365387 5595.5511419480854 -131346.41683035714 89972.12344921875 -57623.64628143311 20082.742447916666 31279.397216796875 69248.772894021749 -240007.78160342263 -140768.86553819446 -81835.483180147072 -88990.006911057688 84774.840567835374 -145710.47856657612 80719.593601562505 -18602.345472301135 -26937.882187500003 136949.86413690477 48651.884151817234 55899.098359375006 185303.86890624999 -55835.311225818448 141319.079171875 23333.729073660714 -104377.53391203703 3574.2571393271228 -4868.3543470505501
leaf_weight=4209727 17146 87243 35 26 62 35 25 128 30 32 23 21 36 34 26 41 23 25 22 20 21 83 55 20 21 50 28 27 1577 1522
leaf_count=4209727 17146 87243 35 26 62 35 25 128 30 32 23 21 36 34 26 41 23 25 22 20 21 83 55 20 21 50 28 27 1577 1522
internal_value=0 -200.707 -1245.68 -488.23 24360.3 36117.7 -39130.4 -5007.78 -35522.5 -59444.8 -76522.3 -97223.3 -67283.5 -20871.7 -156466 13786.6 -48398.9 -2192.76 48674.9 -90467.4 48419.8 57125.1 28897.3 78377 64490.4 83489.2 8269.1 -39360.9 -2835.1 -8960.89
internal_weight=0 108437 21194 17642 496 427 60 3552 300 202 170 140 93 57 47 98 69 3252 63 43 367 305 131 174 154 133 110 55 3227 1650
internal_count=4318164 108437 21194 17642 496 427 60 3552 300 202 170 140 93 57 47 98 69 3252 63 43 367 305 131 174 154 133 110 55 3227 1650
is_linear=0
shrinkage=0.1


Tree=3662
num_leaves=31
num_cat=0
split_feature=3 3 5 4 5 1 1 0 1 5 6 1 0 0 1 5 0 0 0 0 1 1 1 0 0 1 1 1 1 5
split_gain=4.61522e+11 3.5728e+12 1.27454e+13 3.86968e+13 2.97809e+13 2.62271e+13 2.51644e+13 1.9997e+13 1.85471e+13 1.72211e+13 3.09829e+13 2.61813e+13 5.51842e+13 4.39495e+13 1.84252e+13 1.66118e+13 2.88325e+13 1.0104e+14 3.04473e+13 1.8405e+13 2.09999e+13 2.04046e+13 2.58974e+13 1.55791e+13 1.47713e+13 1.45969e+13 2.20424e+13 1.44157e+13 3.94588e+13 1.4118e+13
threshold=3.5000000000000004 4.5000000000000009 47.005000000000003 1.5000000000000002 55.990000000000002 38.996948700000011 38.975980350000007 55.701368300000006 20.507360500000004 50.805000000000007 1.5000000000000002 38.058342000000003 55.820531900000013 55.777112100000004 37.559851850000008 54.410000000000004 59.932719750000011 59.950068600000009 55.727011600000004 55.793358600000012 30.425002000000003 37.726745000000001 37.582182450000005 55.455204450000004 47.425481600000005 37.971176850000006 38.151577750000008 30.305955500000003 30.243224600000001 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 23 29 10 -9 12 13 14 -12 19 18 -18 -17 21 27 22 -11 -4 -5 -25 -27 28 -21 -6
right_child=1 -3 4 24 8 -7 -8 9 -10 15 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=133.55687767898061 336.90903086655806 8.8769710817537586 5060.2079197496405 921.84657778277142 31251.107960494523 1130.4982007211715 50952.388543701178 -10531.456029545496 -1109.1720967669594 -12071.105078125001 -10782.526766304349 -5255.7677551643983 29250.643868909876 201998.90710018383 105105.82219669118 114469.52566105771 269341.44874999998 27902.911255821815 2970.5879188863023 -20134.313702603045 14328.490908331993 833.69421492356526 -171070.37909226189 -30280.503397914345 -5603.634471298501 58941.266841947116 -41256.321448396382 -32448.726239596421 73334.38803150614 5032.4410002350469
leaf_weight=244111 44819 3945856 2128 4142 291 9514 144 218 41611 20 23 163 702 34 34 26 20 130 422 174 862 52 21 252 21347 52 38 199 61 698
leaf_count=244111 44819 3945856 2128 4142 291 9514 144 218 41611 20 23 163 702 34 34 26 20 130 422 174 862 52 21 252 21347 52 38 199 61 698
internal_value=0 -8.00252 -527.547 -1432.31 571.311 4357.36 9673.44 8617.82 -787.489 13885.6 23488 31245.6 38748.4 112017 58343.9 8212.05 22147.2 60094.7 9441.51 2212.63 5296.21 -40758.6 -93509.8 1876.37 -4543.23 -17934.2 16635.6 -12643.5 4127.77 12746.9
internal_weight=0 4.07405e+06 128197 70308 57889 15289 5775 5631 42600 3161 1174 956 793 91 57 1987 598 150 448 1389 1296 93 41 2470 25489 342 90 434 235 989
internal_count=4318164 4074053 128197 70308 57889 15289 5775 5631 42600 3161 1174 956 793 91 57 1987 598 150 448 1389 1296 93 41 2470 25489 342 90 434 235 989
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=31
num_cat=0
split_feature=1 3 5 2 5 5 1 2 5 3 3 0 0 0 6 5 1 1 1 6 4 5 5 2 2 1 4 5 4 6
split_gain=4.95292e+11 5.73058e+12 9.66416e+12 9.9066e+12 7.99707e+12 6.81997e+12 5.44451e+12 4.60066e+12 4.58044e+12 4.57429e+12 1.13491e+13 7.94452e+13 2.19125e+14 7.0239e+13 1.06559e+14 4.2346e+13 2.91255e+13 2.71889e+13 4.61637e+13 1.01543e+14 3.77169e+13 2.09333e+13 4.12449e+13 1.93383e+13 2.73493e+13 4.90055e+13 2.23472e+13 1.73794e+13 2.83044e+13 6.06371e+13
threshold=30.305955500000003 26.500000000000004 70.00500000000001 22.500000000000004 49.505000000000003 83.010000000000005 30.207352000000004 13.500000000000002 53.705000000000005 11.500000000000002 10.500000000000002 59.990816400000007 59.982527000000012 60.003414000000006 1.5000000000000002 70.50500000000001 30.243224600000001 30.243224600000001 30.278357500000002 1.5000000000000002 2.5000000000000004 59.810000000000009 51.815000000000005 2.5000000000000004 1.5000000000000002 30.243224600000001 3.5000000000000004 112.04500000000002 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 -4 -3 8 -6 10 -1 12 23 14 -13 16 -16 20 19 -19 21 22 -14 24 -12 -26 27 28 -25 -30
right_child=-2 2 5 -5 7 -7 -8 -9 -10 -11 11 13 17 -15 15 -17 -18 18 -20 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=110.69947184916728 6.9193188472613132 -13294.754748114225 -56854.788110351568 -13604.97648249576 64929.653385416663 16737.74203125 21334.863135466509 72850.976520817465 5187.0682528409088 -712.69887986839728 78312.056470788055 27393.338564087266 -71081.061562500006 -1075.6440605788935 33494.078819444447 265833.38191406254 141393.63796922637 73919.071602235999 -136898.78568313955 -126262.43600694445 -234285.89494047622 1435.7436011904763 -200362.25036764707 8166.544756929894 12950.693149477476 -108170.64218750001 92036.293532986121 -27485.888462201285 139652.65972222222 19134.635203485905
leaf_weight=83655 4145141 58 34 95 21 20 209 41 33 86143 23 347 90 366 36 20 82 58 43 45 21 21 34 1016 77 59 36 102 54 184
leaf_count=83655 4145141 58 34 95 21 20 209 41 33 86143 23 347 90 366 36 20 82 58 43 45 21 21 34 1016 77 59 36 102 54 184
internal_value=0 -165.767 10408.4 15135.7 22678.1 -29598.3 13812.3 47595.6 28420.3 -197.089 317.171 6681.36 -4882.09 31995.9 56953 131281 108475 -81348.1 -49870.9 -13538.9 -109033 -90892.8 -106529 10499.9 -22538.9 -39594.6 14273.7 12209.2 15438 46479.1
internal_weight=0 173023 511 457 362 54 267 95 54 172512 86369 2714 1863 851 485 138 118 312 146 103 166 145 124 1551 159 136 1392 1356 1254 238
internal_count=4318164 173023 511 457 362 54 267 95 54 172512 86369 2714 1863 851 485 138 118 312 146 103 166 145 124 1551 159 136 1392 1356 1254 238
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=31
num_cat=0
split_feature=5 3 3 5 0 0 0 2 0 3 4 1 4 0 5 1 5 2 5 2 5 1 1 3 1 0 0 0 3 0
split_gain=4.20975e+11 2.22778e+12 1.13273e+13 5.10352e+12 3.89453e+12 6.68821e+12 1.0653e+13 4.48486e+12 2.39121e+12 2.27869e+12 3.88483e+12 1.9222e+12 3.251e+12 5.13418e+12 2.1902e+12 1.79781e+12 4.79082e+12 2.40285e+12 2.3052e+12 2.61004e+12 1.83239e+12 1.71101e+12 6.99583e+12 1.11815e+13 5.00083e+12 3.09477e+12 3.91127e+12 4.04848e+12 2.90699e+12 2.94366e+12
threshold=22.030000000000005 26.500000000000004 32.500000000000007 19.650000000000002 55.86787755000001 55.812836050000008 55.806974650000008 8.5000000000000018 55.695992150000002 36.500000000000007 1.0000000180025095e-35 37.533784800000006 1.0000000180025095e-35 55.885524800000006 21.015000000000004 37.620907050000007 21.015000000000004 23.500000000000004 20.010000000000002 16.500000000000004 20.010000000000002 82.991167100000027 82.973038550000012 16.500000000000004 83.006817700000013 54.864040150000001 55.02863030000001 55.034903650000011 17.500000000000004 54.762542150000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 9 5 6 7 -3 -9 10 -4 12 14 -14 -5 16 18 -18 -13 -20 -17 22 -1 25 -23 -24 -27 -28 29 -26
right_child=-2 2 3 11 -6 -7 -8 8 -10 -11 -12 15 13 -15 -16 20 17 -19 19 -21 -22 24 23 -25 28 26 27 -29 -30 -31
leaf_value=-226.115288615797 4.3148974350953466 -4458.9800405649039 13231.090800781252 7933.1627626616382 17345.299368990385 -69590.078989955349 40229.240876116077 -19734.225242286397 -42582.888079218035 -9087.7779592803035 55208.28545673078 -8086.4834852686472 44509.769531792539 -2998.722225885806 -20782.660064572705 9256.5099418131504 20641.919904142109 -10331.957053786058 -43829.398736702133 -14337.184626788405 -4546.8315895877668 15276.964649763453 4525.6277954101561 35621.02434126781 3229.2993706860284 -35608.250233861021 19836.03402217742 -23298.007643608202 12992.990946664861 -1211.1932913527207
leaf_weight=72185 4237242 78 145 58 26 28 28 79 109 33 26 212 45 46 49 150 70 39 47 83 268 249 40 39 2404 152 31 73 191 3939
leaf_count=72185 4237242 78 145 58 26 28 28 79 109 33 26 212 45 46 49 150 70 39 47 83 268 249 40 39 2404 152 31 73 191 3939
internal_value=0 -225.937 -3898.12 478.686 -19883.5 -22889.6 -18441.9 -24617.8 -32981.6 14970.7 19613.6 -2292.05 6599.86 20494.5 -5217.07 -4318.05 -8696.93 9559.52 -14515.5 -24999.8 406.521 -150.968 -293.025 -14710.6 1367.83 -21342.1 -25384 -10440.7 837.773 471.756
internal_weight=0 80922 1619 1271 348 322 294 266 188 204 171 1067 198 91 107 869 451 109 342 130 418 79303 72520 335 6783 296 256 104 6534 6343
internal_count=4318164 80922 1619 1271 348 322 294 266 188 204 171 1067 198 91 107 869 451 109 342 130 418 79303 72520 335 6783 296 256 104 6534 6343
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=31
num_cat=0
split_feature=1 5 5 2 0 5 0 0 0 0 5 1 1 5 5 1 5 1 1 6 3 4 3 6 2 2 2 2 1 6
split_gain=4.36371e+11 2.6118e+12 8.95401e+12 1.53544e+13 1.02068e+13 1.67517e+13 2.76904e+13 1.639e+13 7.46001e+12 1.70458e+13 8.79862e+12 7.31072e+12 1.55251e+13 7.29884e+12 6.79502e+12 7.43021e+12 6.38424e+12 6.30445e+12 6.2912e+12 6.25767e+12 6.10662e+12 6.04719e+12 5.95905e+12 7.29691e+12 5.60822e+12 5.31508e+12 7.50289e+12 9.97022e+12 5.20327e+12 6.83473e+12
threshold=83.000022850000008 39.995000000000012 38.610000000000007 1.5000000000000002 55.030402950000003 38.905000000000008 55.002082750000007 55.061033200000004 55.012873400000011 55.013931500000005 39.005000000000003 83.003420700000007 83.003542850000017 39.005000000000003 41.305000000000007 83.015546400000019 39.805000000000007 83.00362155000002 83.053286850000021 1.5000000000000002 26.500000000000004 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 7.5000000000000009 10.500000000000002 1.5000000000000002 2.5000000000000004 83.00362155000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 11 5 6 -5 -6 16 28 17 13 -13 21 15 22 -7 -11 -17 -8 -2 -4 -3 24 -24 26 -25 -28 -10 -30
right_child=1 14 3 4 7 8 19 -9 9 10 -12 12 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=11.957457163328414 -47.995308343229198 -14677.648810716713 33373.381892123289 -5877.4897308149275 19051.23422551082 2013.3401106990325 -27065.343560267858 -1003.4056966243023 -19583.418301407921 -12387.119354881062 -2117.6098870175206 14694.789022632089 1170.363855402886 -11370.832618957706 -22.927740317225954 -5348.3683195394369 -15239.805770659867 -2704.9836918196975 2022.298940837037 -64463.239928805444 15819.70597797912 -13560.022638494318 -5943.2790948708516 3890.1958359096361 11339.544845755998 -2485.5366566051139 50687.262705993657 16900.897765564849 2580.0010882396432 -14745.153294475887
leaf_weight=3782924 126516 115 73 457 520 3615 70 1884 748 1562 17105 970 6792 662 357311 1300 228 1181 10604 124 243 44 467 368 314 187 100 690 355 635
leaf_count=3782924 126516 115 73 457 520 3615 70 1884 748 1562 17105 970 6792 662 357311 1300 228 1181 10604 124 243 44 467 368 314 187 100 690 355 635
internal_value=0 -84.5119 -417.182 -1785.27 -2900.4 -3475.12 -19314.9 3334.54 -3069.61 -3792.3 -2960.75 1933.64 2860.48 -7301.51 62.1704 2211.8 989.734 -8218.47 1217.37 -50969.2 -17.5765 15723.2 7494.12 8693.44 1005.26 13157.7 15683.9 21177.7 -13288.6 -8532.6
internal_weight=0 535240 163784 37025 28484 26080 651 2404 25429 21586 19848 8541 7762 779 371456 14145 3843 2743 11904 194 126759 117 2241 2126 781 1345 1158 790 1738 990
internal_count=4318164 535240 163784 37025 28484 26080 651 2404 25429 21586 19848 8541 7762 779 371456 14145 3843 2743 11904 194 126759 117 2241 2126 781 1345 1158 790 1738 990
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=31
num_cat=0
split_feature=5 0 5 1 1 1 0 2 3 3 0 3 5 0 0 1 2 3 2 3 3 2 2 6 3 5 5 3 3 5
split_gain=4.60404e+11 3.36799e+12 1.03613e+13 1.29823e+13 2.42442e+13 1.23222e+13 1.17028e+13 1.12999e+13 1.19512e+13 1.11076e+13 1.83128e+13 9.96845e+12 9.18956e+12 8.64736e+12 1.66919e+13 2.65819e+13 3.94092e+13 2.88644e+13 2.37047e+13 1.41065e+13 1.2187e+14 2.3194e+13 1.53762e+13 1.13784e+13 1.42315e+13 1.94209e+13 1.1962e+13 1.19315e+13 1.06547e+13 1.40453e+13
threshold=42.005000000000003 45.070824200000011 35.985000000000007 38.959914000000005 38.975980350000007 38.950530550000003 44.226894250000008 1.5000000000000002 5.5000000000000009 14.500000000000002 45.063245200000004 20.500000000000004 41.995000000000012 43.465905150000005 43.592450450000008 39.726951800000002 8.5000000000000018 12.500000000000002 10.500000000000002 13.500000000000002 14.500000000000002 1.5000000000000002 6.5000000000000009 1.5000000000000002 9.5000000000000018 38.905000000000008 36.995000000000012 5.5000000000000009 13.500000000000002 41.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 6 -4 8 -5 -8 12 -9 -11 -6 15 16 19 -18 -19 21 -21 -15 23 26 27 -26 -23 -25 -17 -30
right_child=-2 -3 3 4 13 -7 9 11 -10 10 -12 -13 -14 14 -16 28 17 18 -20 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=476.96807612684108 -25.062827365027147 90.538354164055576 51355.796840277784 12053.77358966584 2981.8477104003996 13094.924215285948 -1280.4422700257285 -15392.914177290309 -31665.098550781255 2912.2360243645144 -29124.081279296879 -2042.1398944663226 14430.129133596036 11572.108887881324 -1268.1508562354263 -2101.7465466633498 125973.6945390625 87264.988000000012 -27315.831935096154 160450.86287878791 -73754.852358111224 -138288.95866815475 -90112.187828480121 -27070.774027700274 94088.409335937511 -31527.919137573244 -50000.845956688601 -66298.197727748324 -16748.718988161672 -102799.92250395275
leaf_weight=73096 2717292 1442876 45 376 4127 792 15108 2319 75 6982 170 737 769 84 49430 2893 25 25 65 33 68 21 66 252 20 32 57 112 196 21
leaf_count=73096 2717292 1442876 45 376 4127 792 15108 2319 75 6982 170 737 769 84 49430 2893 25 25 65 33 68 21 66 252 20 32 57 112 196 21
internal_value=0 42.5412 -395.786 -1147.2 -1920.46 830.31 409.335 -9992.55 4783.45 309.783 3342.87 -12173.2 4054.96 -1428.36 -1769.2 -8007.74 -23568.4 30916.9 4512.17 -31978.9 2767.81 -37428.3 -44778.4 -38721.6 -32149.9 16786.1 -73770.7 -39140.8 -3704.79 -25076.3
internal_weight=0 1.60087e+06 157996 84900 61034 23866 23074 3507 451 23029 7921 3056 7751 57527 53400 3970 860 115 90 745 101 644 560 494 416 52 78 364 3110 217
internal_count=4318164 1600872 157996 84900 61034 23866 23074 3507 451 23029 7921 3056 7751 57527 53400 3970 860 115 90 745 101 644 560 494 416 52 78 364 3110 217
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 6 0 0 3 1 3 3 0 1 5 5 5 5 2 0 1 5 0 3 5 2 1 5 3
split_gain=4.35375e+11 4.87013e+12 2.42264e+13 2.48747e+13 1.00095e+14 7.72945e+13 7.62286e+13 6.30901e+13 5.92594e+13 7.09882e+13 8.20316e+13 9.9326e+13 4.91401e+13 4.88096e+13 4.87087e+13 4.70853e+13 5.35419e+13 4.17056e+13 4.22413e+13 3.73195e+13 5.77301e+13 2.15685e+14 1.80424e+14 8.55904e+13 5.68032e+13 6.32873e+13 4.612e+13 4.39512e+13 4.16694e+13 4.00777e+13
threshold=35.911716050000003 37.275078000000001 57.692655200000004 55.946414150000003 55.851332700000007 55.975961550000008 1.5000000000000002 55.87722990000001 55.777112100000004 18.500000000000004 37.214886200000009 12.500000000000002 15.500000000000002 55.924336300000007 36.761894450000007 71.715000000000018 70.50500000000001 59.510000000000012 46.810000000000009 11.500000000000002 56.009576300000013 37.214886200000009 75.750000000000014 55.993277250000013 5.5000000000000009 69.610000000000014 2.5000000000000004 37.214886200000009 120.05000000000001 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 15 -6 -2 10 -10 -12 -13 -9 -8 16 17 18 -5 20 21 23 29 -7 -25 -26 -27 28 -22 -23
right_child=1 -3 -4 5 7 19 14 13 9 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 27 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-90.920158250301469 -62.275363609356603 -7.20845725766564 -43831.961023149343 56423.449559294881 -30110.590196676345 -329.49620615018057 -54512.254254891945 2332.3623720730998 8928.7042571981365 7.5983146159821136 30689.649538537396 168537.70851934527 32706.833894230771 -21775.207197703538 15906.49092212607 114294.14422169812 -99078.477133413471 110493.57085129312 -20171.874045973556 -12314.22511523086 1555.4745815073939 55422.160319645576 345529.34065393521 -16097.54873686692 42796.532473550156 43929.393430397729 230850.19339488639 -34806.575076441753 -79357.452508544928 166017.52172726364
leaf_weight=469421 66567 3749534 122 234 1575 2734 107 2376 2662 4208 1094 84 39 1299 1198 106 26 87 104 1667 11557 205 27 145 477 22 33 351 64 39
leaf_count=469421 66567 3749534 122 234 1575 2734 107 2376 2662 4208 1094 84 39 1299 1198 106 26 87 104 1667 11557 205 27 145 477 22 33 351 64 39
internal_value=0 11.0893 702.64 757.473 -18.8547 3991.15 23351.5 -13365.4 919.735 9003.02 18761.4 40268.9 125469 -6188.93 10132.7 54321.9 40226.4 48748.6 32855.7 1909.92 3424.66 14375.1 100242 7553.05 39386 54508.4 156082 56.8522 1109.87 73099.3
internal_weight=0 3.84874e+06 99209 99087 79904 19183 1862 5250 74654 8087 3879 1217 123 3675 1305 557 451 425 338 17321 15654 3682 271 3411 677 532 55 11972 11621 244
internal_count=4318164 3848743 99209 99087 79904 19183 1862 5250 74654 8087 3879 1217 123 3675 1305 557 451 425 338 17321 15654 3682 271 3411 677 532 55 11972 11621 244
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=31
num_cat=0
split_feature=5 3 0 0 3 2 3 0 1 0 0 0 2 1 0 4 1 1 4 0 1 1 1 2 0 0 0 0 2 3
split_gain=4.34195e+11 1.55679e+12 1.45355e+12 4.60445e+12 4.49957e+12 8.85865e+12 4.98436e+12 8.86581e+12 1.98958e+13 1.16739e+13 6.6141e+12 4.34506e+12 3.92864e+12 3.35922e+12 1.03237e+13 6.63347e+12 5.53466e+12 2.87732e+12 2.67763e+12 9.86856e+12 3.43978e+12 5.80027e+12 2.49738e+12 2.33909e+13 5.61739e+12 1.78646e+12 1.29605e+13 1.03765e+13 7.14288e+12 9.33452e+12
threshold=225.45000000000002 32.500000000000007 59.609407350000005 58.242297500000006 15.500000000000002 5.5000000000000009 5.5000000000000009 59.916647550000008 30.315880100000005 60.063729500000008 59.932719750000011 60.029906750000002 11.500000000000002 37.098288800000006 55.535913550000011 4.5000000000000009 37.275078000000001 53.664171200000006 1.0000000180025095e-35 54.484631300000011 37.328003200000005 37.362912300000012 37.582182450000005 4.5000000000000009 55.727011600000004 57.60800230000001 57.178027650000011 57.157092150000004 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 6 7 -4 -9 -10 -8 -7 -6 14 15 -2 -15 -11 19 -18 -20 -22 23 24 -23 26 27 -24 29 -27
right_child=1 -3 4 -5 12 11 10 8 9 17 -12 -13 -14 16 -16 -17 18 -19 20 -21 21 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.99670006498414487 -31566.388908305922 25889.788113281251 -66760.695117187497 43307.796454326926 53457.997185724431 -71470.373733618952 62171.758710937509 90679.309765625003 -81076.092459239138 -21968.787058971775 -6476.2071289062505 -13361.324831321024 -7779.7639746093746 -42198.628541666665 65130.085611979164 26429.9006097561 24802.861400462964 18620.580166015625 41619.434505208337 -56717.027663352274 -49029.085360054349 14412.699558423914 1086.63363119361 87250.294002016133 -51764.113873922412 -51781.774531250005 56534.709140159976 -67810.433025568185 -53969.235452586203 29786.156466090426
leaf_weight=4313902 38 25 24 26 22 31 25 20 23 31 32 22 20 30 33 41 27 40 21 33 23 23 3432 31 29 20 42 22 29 47
leaf_count=4313902 38 25 24 26 22 31 25 20 23 31 32 22 20 30 33 41 27 40 21 33 23 23 3432 31 29 20 42 22 29 47
internal_value=0 1008.84 862.03 1364.09 -5971.12 -11097.2 -1243.97 -11519.1 110.762 -19159.1 23632.5 -47349.6 24297.2 1085.96 18155.3 -1467.05 584.051 898.462 923.685 -20033.1 1261.79 1032.61 1345.92 18495.1 -22493.6 949.655 1319.21 647.799 -12508.3 5437.52
internal_weight=0 4262 4237 3947 290 248 195 138 114 94 57 53 42 3921 112 79 3809 71 3779 60 3719 3698 3675 83 52 3592 3496 3454 96 67
internal_count=4318164 4262 4237 3947 290 248 195 138 114 94 57 53 42 3921 112 79 3809 71 3779 60 3719 3698 3675 83 52 3592 3496 3454 96 67
is_linear=0
shrinkage=0.1


Tree=3669
num_leaves=31
num_cat=0
split_feature=5 2 4 0 0 5 1 4 3 3 2 0 1 1 3 6 1 4 4 4 2 2 0 1 4 5 1 1 3 6
split_gain=4.35504e+11 4.07976e+12 9.50586e+12 9.75455e+12 2.53261e+13 1.69e+13 1.1647e+13 1.09565e+13 1.05975e+13 2.09353e+13 1.74665e+13 1.93479e+13 4.35936e+13 7.20771e+13 1.03821e+14 2.95964e+13 2.68875e+13 3.66311e+13 1.8809e+13 1.80498e+13 1.34984e+13 2.05979e+13 1.10926e+13 1.73115e+13 1.98946e+13 1.47585e+13 1.10139e+13 1.80603e+13 1.28956e+13 1.16015e+13
threshold=150.04500000000004 2.5000000000000004 5.5000000000000009 45.040161900000008 45.047272400000004 225.45000000000002 38.975980350000007 1.0000000180025095e-35 11.500000000000002 12.500000000000002 4.5000000000000009 44.893607100000004 43.048525950000005 43.808567100000012 6.5000000000000009 1.5000000000000002 47.282206100000003 2.5000000000000004 2.5000000000000004 4.5000000000000009 9.5000000000000018 5.5000000000000009 44.580511600000001 39.925119750000007 3.5000000000000004 177.02500000000003 37.712318250000003 38.058342000000003 5.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 -3 10 20 11 12 15 14 -14 -9 17 -15 -18 -13 21 -10 23 24 -17 -26 -12 -28 29 -29
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 26 19 13 16 -16 22 18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=1.9128053622636696 2135.5886892030171 54043.876235465112 10420.683187880721 -110444.91930803571 -3057.6483614380477 26763.540457589286 -34553.371354166673 83379.35009765625 107947.16924252718 6217.3278194226723 29529.198555968236 97552.715703956128 278757.27421875001 47427.114904203874 -12912.084510869565 60567.478752790186 -43104.734035326088 -122545.29946289063 61908.016900449809 -3870.8577218191967 117051.19880099827 -10817.647045898439 -97301.445975378796 -93287.350689338244 -100531.7886875 -2587.9207031250003 -85867.944692095596 -36855.376066706733 -16887.686024224582 40155.497091327139
leaf_weight=4302555 4204 43 631 42 8682 21 39 20 23 608 61 47 26 21 23 28 23 32 66 28 27 40 33 34 25 40 34 26 603 79
leaf_count=4302555 4204 43 631 42 8682 21 39 20 23 608 61 47 26 21 23 28 23 32 66 28 27 40 33 34 25 40 34 26 603 79
internal_value=0 -527.257 -1508.81 -2207.48 -3639.66 -53178.8 -73904.5 4114.23 3011.52 12880.5 -2503.74 13363.9 3999.19 37276.2 141851 -31311.4 1190.42 -55197.7 34769.9 59687.9 57894 32540.9 -45647.7 -32225.9 -9902.39 -40258.6 -11316.9 -14674.9 -11256 21086.1
internal_weight=0 15609 11405 10774 8784 102 81 1990 1947 698 1249 446 371 191 49 180 142 53 89 75 90 63 160 127 93 65 803 742 708 105
internal_count=4318164 15609 11405 10774 8784 102 81 1990 1947 698 1249 446 371 191 49 180 142 53 89 75 90 63 160 127 93 65 803 742 708 105
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=31
num_cat=0
split_feature=0 6 1 3 0 0 0 3 3 0 1 5 0 5 2 1 1 2 5 0 1 0 0 5 1 1 1 1 1 5
split_gain=4.15248e+11 5.07649e+12 2.31427e+13 1.94875e+13 3.16635e+13 2.94676e+13 4.32221e+13 7.7423e+13 5.41259e+13 2.57188e+13 5.61134e+13 7.17944e+13 6.31001e+13 3.51265e+13 3.85484e+13 3.22488e+13 2.7731e+13 3.04347e+13 2.75194e+13 2.24525e+13 2.23327e+13 6.7977e+13 6.09596e+13 5.15719e+13 3.16612e+13 9.66644e+13 3.18901e+13 2.77474e+13 2.94962e+13 3.09517e+13
threshold=55.591389050000011 1.5000000000000002 60.528664650000003 8.5000000000000018 57.692655200000004 59.846652800000008 59.853570100000006 5.5000000000000009 7.5000000000000009 59.939091550000008 30.370618100000005 78.010000000000005 59.896318000000008 62.995000000000012 6.5000000000000009 30.102666750000001 30.434657650000002 3.5000000000000004 55.730000000000011 59.863160500000006 30.243224600000001 59.820733200000006 59.820733200000006 73.405000000000015 30.502469200000004 30.578016350000002 30.425002000000003 39.753614400000011 56.135466100000009 59.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 20 7 -7 -9 10 15 12 -12 14 18 19 17 -13 -14 -8 22 24 -6 -23 26 -26 -22 -27 -29 -30
right_child=1 -3 -4 -5 5 6 9 8 -10 -11 11 16 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 27 -28 28 29 -31
leaf_value=27.529829522107253 -4505.5705667976918 69.99785620550476 1344.1480294606454 -331.04773858745648 -3972.4614850884705 21740.94827421624 -89430.220727967389 -94930.119554570905 -25605.506472181805 -5543.0355317929307 39639.910359567119 10092.913448660714 -54310.222174854767 -146766.11288311298 42534.202498851111 8977.9831505916427 -67836.599502840909 117084.17131453805 -149210.27237870067 15237.976293945314 18.26646993563698 -37975.94911401721 39339.171056654297 -199715.40108695652 109188.70142697704 19561.017075628377 -40185.155499697401 -11706.746951351286 218.95284969088098 37740.526312934024
leaf_weight=2414903 29372 1347173 75047 432640 657 311 57 134 706 5008 61 63 156 52 34 4600 22 46 38 32 2677 138 643 23 98 1322 213 958 647 333
leaf_count=2414903 29372 1347173 75047 432640 657 311 57 134 706 5008 61 63 156 52 34 4600 22 46 38 32 2677 138 643 23 98 1322 213 958 647 333
internal_value=0 -34.9305 -289.129 -543.936 -2446.87 730.819 -2516.62 -20883.3 -36664.4 -437.743 4516.2 -28349 -52522.1 -72600.2 -55685.2 7824.44 34575 55245.2 -72898.9 -51796.7 5499.4 3075.31 17450.1 -61081.6 4728.52 11332.4 -2944.82 8390.75 770.998 12968.6
internal_weight=0 1.90326e+06 556088 481041 48401 19029 11320 1151 840 10169 5161 472 341 280 228 4689 131 109 194 89 7709 6409 1300 161 6248 3358 2890 3260 1938 980
internal_count=4318164 1903261 556088 481041 48401 19029 11320 1151 840 10169 5161 472 341 280 228 4689 131 109 194 89 7709 6409 1300 161 6248 3358 2890 3260 1938 980
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 3 0 0 3 0 3 5 5 0 3 2 3 4 1 3 4 0 5 5 5 3 5 5 4
split_gain=4.4701e+11 8.86988e+12 1.46151e+13 2.76188e+13 2.14096e+13 1.72772e+13 1.36327e+13 1.34073e+13 2.74564e+13 1.36469e+13 1.34911e+13 2.92094e+13 1.56198e+13 1.26501e+13 1.2014e+13 1.19372e+13 1.08789e+13 1.06133e+13 1.19418e+13 1.03461e+13 1.05074e+13 1.01784e+13 1.04894e+13 1.30579e+13 1.10577e+13 1.01687e+13 9.91694e+12 1.04295e+13 1.40394e+13 9.72388e+12
threshold=50.388877400000005 52.307266200000008 56.367862600000002 55.695992150000002 87.395000000000024 55.645049100000001 16.500000000000004 55.039751500000008 54.762542150000009 4.5000000000000009 55.619594000000006 6.5000000000000009 38.210000000000008 45.610000000000007 53.516665650000007 5.5000000000000009 6.5000000000000009 9.5000000000000018 1.5000000000000002 50.888703650000004 3.5000000000000004 1.5000000000000002 61.674413550000004 82.00500000000001 80.00500000000001 109.05000000000001 11.500000000000002 62.015000000000008 68.52500000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 15 6 7 8 14 13 11 -9 -12 -10 -2 19 -4 18 -7 -5 -21 -18 23 -23 -24 -19 27 -14 -29 -20
right_child=1 -3 16 4 -6 17 -8 10 9 -11 12 -13 26 -15 -16 -17 21 25 29 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=26.379429256598939 -4317.7040574064922 -7.8527210220474206 -675.75399574556695 -29677.982572823661 -50337.331051728223 -3037.9826402415201 58741.277712053576 -8038.6532183127529 6418.6674261129128 3013.4894127979405 -15174.675645167394 -38275.557273023958 -508.36892016041315 38622.711906392593 -20544.074599171803 -18298.218605644372 64.115939739403785 -3811.8223957916307 10418.761472224192 7712.0860449835718 -7682.5373127698467 29568.466607799695 1620.5620575210739 -10918.787904866536 37652.870058593748 -59844.587235753686 -24533.167289806548 35961.774874068862 671.95312309426095 80477.298007812511
leaf_weight=2582291 1936 1703034 11985 175 132 835 35 1727 265 2512 710 392 1133 226 597 1101 1405 683 2102 554 2220 468 823 96 95 34 126 215 237 20
leaf_count=2582291 1936 1703034 11985 175 132 835 35 1727 265 2512 710 392 1133 226 597 1101 1405 683 2102 554 2220 468 823 96 95 34 126 215 237 20
internal_value=0 -39.2421 -1667.1 -3586.45 -10704.7 -1426.94 -3561 -3777.42 -474.047 5993.86 -7805.49 -13632.3 -2705.55 21241.7 -8142.08 -9413.02 651.678 4446.07 7092.68 -6095.76 -4608.05 6162.34 11943.7 22677 5349.4 -6468.89 2468.66 4615.18 17458 11079.1
internal_weight=0 1.73587e+06 32839 17967 4182 13785 10111 10076 5536 3003 4540 2119 2421 491 2533 4050 14872 3674 2957 2949 2774 2887 1482 564 918 717 1711 1585 452 2122
internal_count=4318164 1735873 32839 17967 4182 13785 10111 10076 5536 3003 4540 2119 2421 491 2533 4050 14872 3674 2957 2949 2774 2887 1482 564 918 717 1711 1585 452 2122
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 5 3 3 5 1 0 3 3 4 1 3 5 5 1 5 5 5 2 4 1 2 2 3 2 3
split_gain=4.38723e+11 3.37424e+12 2.54443e+13 2.55671e+13 1.88018e+13 1.67638e+13 3.5889e+13 1.41179e+13 1.35983e+13 1.31e+13 1.9979e+13 4.88627e+13 4.81777e+13 3.89704e+13 3.59407e+13 3.97764e+13 2.80063e+13 6.44681e+13 2.78159e+13 2.33773e+13 5.31245e+13 2.24874e+13 2.36249e+13 1.83573e+13 2.67532e+13 2.80283e+13 4.52527e+13 2.96381e+13 1.77351e+13 1.81585e+13
threshold=44.982728700000003 44.874285750000006 37.362912300000012 40.247294600000011 5.5000000000000009 69.015000000000015 20.500000000000004 19.500000000000004 86.810000000000016 37.275078000000001 44.893607100000004 8.5000000000000018 9.5000000000000018 3.5000000000000004 37.314272700000011 15.500000000000002 97.050000000000011 74.610000000000014 37.314272700000011 78.710000000000022 72.010000000000005 96.015000000000015 11.500000000000002 2.5000000000000004 37.328003200000005 2.5000000000000004 3.5000000000000004 9.5000000000000018 4.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 9 -9 -7 18 13 19 -12 15 16 17 -14 28 20 -13 -20 23 -23 25 -25 -27 -28 29 -11
right_child=-2 2 3 -5 -6 6 -8 8 -10 10 11 12 14 -15 -16 -17 -18 -19 21 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=21.848883206329802 7.5681702279626197 -875.36985443692799 -7689.1325763144814 6705.507060324263 -24574.117213338952 -20018.858548880915 82959.313580729184 -82027.539583333346 -353.90670711436172 -22650.594273652809 -13126.934144459474 18474.986097005207 52087.686708984373 57187.680080750171 4310.825968869146 -23925.033392857145 37008.537510016024 274616.32105978264 12263.911383084731 44844.093683978877 186799.25871875 -59681.188274274558 -92441.627343750006 -36232.477942708334 -37701.657122802739 159406.22505580357 -26794.783091107536 66918.273282999071 -536.40784468217328 -87973.3426940918
leaf_weight=197570 4087717 23989 3195 998 831 185 60 36 47 127 517 30 30 93 334 35 39 23 1521 71 50 56 35 60 112 28 68 67 176 64
leaf_count=197570 4087717 23989 3195 998 831 185 60 36 47 127 517 30 30 93 334 35 39 23 1521 71 50 56 35 60 112 28 68 67 176 64
internal_value=0 -134.246 -1072.28 -7622.57 -11174.3 109.236 6222 5011.63 -35778.6 5921.49 7278.66 17622.4 37586.1 -2406.84 21528.4 66809.2 101328 148657 1816.25 86610.2 123678 6576.34 -13730.7 -6684.98 2174.09 22201.4 43710.8 19714.7 -23436.9 -44538.8
internal_weight=0 230447 32877 5024 4026 27853 3864 3804 83 3721 3536 1222 612 610 461 127 92 53 2314 151 80 1947 426 391 335 223 163 135 367 191
internal_count=4318164 230447 32877 5024 4026 27853 3864 3804 83 3721 3536 1222 612 610 461 127 92 53 2314 151 80 1947 426 391 335 223 163 135 367 191
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=31
num_cat=0
split_feature=1 5 5 0 3 0 4 2 2 5 1 1 1 1 5 2 2 1 4 2 3 5 2 2 5 0 3 2 3 4
split_gain=4.40932e+11 2.60332e+12 1.11377e+13 1.54061e+13 1.96962e+13 1.51713e+13 1.53201e+13 1.08737e+13 1.64107e+13 9.54607e+12 2.31822e+13 1.4868e+13 1.36117e+13 9.58588e+12 9.48959e+12 2.84263e+13 5.21845e+13 4.07317e+13 1.85041e+13 1.26548e+13 1.50413e+13 1.20901e+13 8.34406e+12 9.66311e+12 4.34095e+13 1.51469e+13 1.62266e+13 1.58887e+13 1.06799e+13 1.05383e+13
threshold=83.000022850000008 137.05000000000004 120.05000000000001 54.194619400000008 16.500000000000004 51.83362145000001 4.5000000000000009 16.500000000000004 10.500000000000002 128.92000000000004 83.761389800000003 84.920232800000022 83.761389800000003 91.398302750000013 116.06000000000002 7.5000000000000009 8.5000000000000018 92.815157350000007 3.5000000000000004 1.5000000000000002 6.5000000000000009 118.33500000000002 1.5000000000000002 2.5000000000000004 128.92000000000004 54.934662400000008 5.5000000000000009 5.5000000000000009 6.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 -4 9 8 22 11 -11 12 -7 -12 -2 18 -17 -18 19 -16 -21 -22 -5 24 28 27 -27 -25 -24 -28
right_child=1 -3 3 7 -6 6 -8 -9 -10 10 13 -13 -14 -15 15 16 17 -19 -20 20 21 -23 23 25 -26 26 29 -29 -30 -31
leaf_value=12.019788475655623 -90.736689185142666 3422.3375866421261 78579.562421875002 -55948.575003829661 -66027.462067145272 14658.732156504755 -48824.329554521275 50194.927876420457 -78931.135003396746 87190.444018554699 -49369.803281890374 9901.8308740601497 116910.36895833335 1123.8387406329718 -66465.649467329538 185163.84325000003 -36746.609375 100021.34804687501 22803.828877786214 33832.021600441854 10980.221421875001 -52849.230201198632 -61813.04705078125 -82453.374703933951 117115.35312500001 59391.194203629035 5501.9911818484043 -4565.7435569585759 26252.886290922623 -29336.172057781387
leaf_weight=3782924 531379 2108 30 51 37 23 47 22 46 24 61 133 30 98 44 25 51 38 211 61 50 73 40 67 29 31 141 43 21 226
leaf_count=3782924 531379 2108 30 51 37 23 47 22 46 24 61 133 30 98 44 25 51 38 211 61 50 73 40 67 29 31 141 43 21 226
internal_value=0 -84.9524 -98.8202 -9721.98 4083.19 9899.55 4946.66 -19021.7 -21212.7 11795.5 -4419.95 27749.5 72537 -18247.9 -77.1111 13015.8 57507.3 21648.7 1462.16 -18288.2 -6767.55 -26902.3 -17121.7 -13810.4 16390.4 -19161 -10083.1 -52006.4 -31495.3 -15951.5
internal_weight=0 535240 533132 1200 483 446 416 717 695 369 183 186 53 159 531932 553 114 89 439 228 184 123 649 598 90 508 398 110 61 367
internal_count=4318164 535240 533132 1200 483 446 416 717 695 369 183 186 53 159 531932 553 114 89 439 228 184 123 649 598 90 508 398 110 61 367
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=31
num_cat=0
split_feature=3 3 5 5 6 0 5 0 0 0 0 4 1 2 5 1 1 0 3 3 5 0 0 5 2 5 4 4 2 1
split_gain=4.54429e+11 4.00055e+12 1.28397e+13 4.77652e+13 2.8478e+13 3.74602e+13 4.52537e+13 6.46381e+13 3.81252e+13 1.23527e+14 1.20485e+14 3.93382e+13 3.73638e+13 3.48136e+13 7.28381e+13 3.08319e+13 3.63703e+13 3.75109e+13 3.90712e+13 5.34824e+13 1.25926e+14 1.04798e+14 3.86514e+13 3.60298e+13 3.98935e+13 3.32226e+13 3.5526e+13 3.30572e+13 3.02249e+13 2.95871e+13
threshold=10.500000000000002 14.500000000000002 86.02500000000002 79.010000000000005 1.5000000000000002 55.039751500000008 105.35000000000001 55.043101600000007 54.986619450000006 54.934662400000008 54.970187400000007 4.5000000000000009 39.036172050000012 13.500000000000002 107.05000000000001 47.554129950000011 30.315880100000005 59.916647550000008 13.500000000000002 12.500000000000002 88.015000000000015 59.990816400000007 59.950068600000009 107.05000000000001 4.5000000000000009 99.555000000000021 1.5000000000000002 2.5000000000000004 3.5000000000000004 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 15 8 7 -7 9 12 -11 -10 13 -6 -15 16 17 27 19 22 -21 -22 23 24 -19 -17 -27 -4 -12 -9
right_child=1 -3 4 -5 5 6 -8 29 11 10 28 -13 -14 14 -16 25 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=25.256585073648193 -267.45649592513718 36.714076542620894 -108751.08832896838 -6105.4482159835061 -5982.1842928472124 109536.27295359143 -1248.1049539490195 -12343.467568349839 -18113.588791452716 213614.71856617648 145607.1632421875 65080.719084348522 5878.0982367313663 -20848.840229143418 -237238.5103125 -3655.4379047985685 -10359.46919377079 9981.2115131578958 83775.986896506336 -228451.71551724139 84578.235791015628 -130635.30025669644 12336.920208126125 -40062.652701822924 134419.84118072511 145908.01248224432 17454.712585164914 -5851.8026764390379 12057.816814030828 12524.252659669224
leaf_weight=2688514 280054 1303445 33 14753 3667 67 4074 512 1550 51 20 59 4714 70 20 1347 5347 38 89 29 64 35 487 24 80 22 1009 579 111 7300
leaf_count=2688514 280054 1303445 33 14753 3667 67 4074 512 1550 51 20 59 4714 70 20 1347 5347 38 89 29 64 35 487 24 80 22 1009 579 111 7300
internal_value=0 -41.667 -354.861 -559.607 1567.57 3503.87 7308.74 11733.2 -927.976 1700.38 83213.8 -15063 -50.9389 -7490.25 -68935.4 -3116.63 -6541.94 7458.3 21100.7 13732 -45190.1 8492.64 25722.5 71629.4 94346.4 6685.41 20195.7 -11400.3 32447 10894.4
internal_weight=0 1.62965e+06 326205 294807 31398 22215 11953 7879 10262 8653 182 1609 8471 3757 90 9183 6805 1458 846 757 128 99 629 142 118 2378 1031 612 131 7812
internal_count=4318164 1629650 326205 294807 31398 22215 11953 7879 10262 8653 182 1609 8471 3757 90 9183 6805 1458 846 757 128 99 629 142 118 2378 1031 612 131 7812
is_linear=0
shrinkage=0.1


Tree=3675
num_leaves=31
num_cat=0
split_feature=5 3 5 0 1 1 1 0 4 0 0 4 2 2 1 5 1 1 0 0 0 0 3 3 1 0 0 0 4 2
split_gain=5.47121e+11 3.90628e+12 4.32847e+12 7.89891e+12 5.25305e+12 4.97542e+12 5.32247e+12 1.34572e+13 4.20038e+12 4.71336e+12 6.93703e+12 4.78241e+12 3.33777e+12 6.88735e+12 2.0987e+13 2.59797e+13 2.65957e+13 3.60238e+13 4.08199e+13 4.54568e+13 3.50887e+13 3.27353e+13 3.35761e+13 3.21888e+13 2.81916e+13 2.76692e+13 2.75658e+13 4.67042e+13 4.08274e+13 2.61418e+13
threshold=87.395000000000024 1.5000000000000002 91.050000000000011 59.863160500000006 37.275078000000001 37.752451500000006 38.975980350000007 45.03656895000001 1.5000000000000002 43.642715500000008 44.226894250000008 3.5000000000000004 8.5000000000000018 3.5000000000000004 37.971176850000006 88.015000000000015 37.559851850000008 37.642309100000013 55.793358600000012 55.645049100000001 55.349623500000007 55.551692500000009 15.500000000000002 19.500000000000004 37.752451500000006 55.657530000000008 55.769960200000007 55.701368300000006 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 -8 11 -11 -10 13 14 15 -3 -17 21 19 20 24 -18 25 -22 -19 -23 27 29 -29 -27
right_child=1 12 3 -5 5 6 8 -9 9 10 -12 -13 -14 -15 -16 16 17 18 -20 -21 23 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=8.6907304493704203 18366.490426136366 17369.504518514452 46788.259427315847 -56497.131569602272 -37231.114049479169 83215.078252963373 35614.416486672795 20.675278072033901 63835.29637784091 -55607.196903483069 -752.7252907151443 2871.873046875 -726.03283173140346 653.98942510548045 -1762.4229358822449 -365.68733011551666 -11407.609526909722 -37664.684795964808 -14357.665240390059 30655.515881455412 -33037.68968970071 128372.43287500001 85301.985174877031 84360.188000000009 18202.353540043223 114370.04717741936 42573.770528979374 -140733.1878700658 5855.0395559210529 -20221.865205439815
leaf_weight=4075234 220 1033 28 22 30 29 34 59 22 24 585 31 75131 92284 51415 18504 144 103 828 793 355 25 135 25 734 31 203 38 38 27
leaf_count=4075234 220 1033 28 22 30 29 34 59 22 24 585 31 75131 92284 51415 18504 144 103 828 793 355 25 135 25 734 31 203 38 38 27
internal_value=0 -145.79 5843.79 2655.13 4200.68 2735.75 4265.1 27437 1335.31 -425.245 -2914.48 28177.4 -172.636 76.7546 -638.936 1870.8 1142.5 9164.22 4328.18 12025.6 -113.648 30575.6 42739.8 -25314.1 11327.4 26867.1 19337.1 -15864.8 -67439.1 51715.2
internal_weight=0 242930 1084 864 842 814 784 88 696 662 609 53 241846 166715 74431 23016 21983 3479 2838 2010 1217 641 497 380 837 362 337 134 76 58
internal_count=4318164 242930 1084 864 842 814 784 88 696 662 609 53 241846 166715 74431 23016 21983 3479 2838 2010 1217 641 497 380 837 362 337 134 76 58
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 1 1 3 3 0 0 2 0 1 0 1 3 2 3 0 0 1 1 0 2 0 2 1 0 6
split_gain=4.43168e+11 3.23416e+12 1.15857e+13 1.29295e+13 1.86307e+13 1.55161e+13 4.13959e+13 2.01767e+13 2.56332e+13 1.83702e+13 1.67351e+13 1.65504e+13 1.86595e+13 1.59081e+13 1.36103e+13 1.19957e+13 1.18246e+13 1.04354e+13 2.36362e+13 1.10161e+13 1.23028e+13 9.75451e+12 1.57621e+13 1.40024e+13 9.61543e+12 2.62498e+13 1.23277e+13 1.03264e+13 1.415e+13 1.06802e+13
threshold=87.395000000000024 87.00500000000001 20.507360500000004 30.226173900000003 14.500000000000002 30.332994000000003 30.305955500000003 17.500000000000004 9.5000000000000018 60.029906750000002 55.975961550000008 14.500000000000002 54.940316550000006 30.259484550000003 58.049540950000008 37.620907050000007 8.5000000000000018 7.5000000000000009 18.500000000000004 45.055827000000008 51.636650050000007 37.342273500000012 37.39371280000001 55.674875350000008 12.500000000000002 55.68356880000001 10.500000000000002 37.487839250000007 55.030402950000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 9 8 -8 13 11 12 17 -5 -12 -13 -14 -7 19 -19 -21 23 -23 -18 26 -26 27 -24 29 -29
right_child=-2 2 3 5 -6 10 7 -9 -10 -11 14 15 16 -15 -16 -17 21 18 -20 20 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.9014782160878867 -131.21100073541024 -40944.205042613641 8164.5002604166675 -32130.047415865389 117625.59429347828 10074.642076290036 -46326.736686197924 -13279.568149038463 -188362.83951822919 -27084.796863345193 26175.658428928997 -74769.354378633725 45440.342108050856 60221.564879261365 -4028.5081158363655 -15073.342816760156 17952.586345880682 132139.61448863635 -14886.161356026787 13582.717073170734 90588.781063988106 68753.685386029407 -40803.173945312505 -87081.774322916681 107862.65292968751 -42136.703007812503 -45892.999502295781 1244.3931044696285 20528.00643825157 -3548.4564573879852
leaf_weight=4036531 242930 66 48 26 23 281 24 26 27 105 468 43 59 66 219 155 22 22 49 41 42 34 60 30 28 20 57 30830 357 5475
leaf_count=4036531 242930 66 48 26 23 281 24 26 27 105 468 43 59 66 219 155 22 22 49 41 42 34 60 30 28 20 57 30830 357 5475
internal_value=0 7.82166 917.602 989.11 43623.7 910.62 -22801.3 -84972.8 -121522 1499.18 1080.29 797.728 950.357 34122.2 16547.3 -28037.6 708.097 21540.8 42462.8 69225.6 52549.6 636.599 697.656 -42644.2 634.824 45362.9 576.45 648.58 716.419 521.604
internal_weight=0 4.07523e+06 38703 38637 71 38566 274 77 51 197 38292 37605 37407 92 687 198 36972 435 154 105 83 36913 36861 52 36827 48 36779 36722 36662 36305
internal_count=4318164 4075234 38703 38637 71 38566 274 77 51 197 38292 37605 37407 92 687 198 36972 435 154 105 83 36913 36861 52 36827 48 36779 36722 36662 36305
is_linear=0
shrinkage=0.1


Tree=3677
num_leaves=31
num_cat=0
split_feature=3 0 2 0 5 1 5 1 1 1 1 1 1 4 5 0 5 0 0 5 1 1 1 5 1 5 5 1 1 5
split_gain=4.40189e+11 3.31309e+12 7.88261e+12 1.4838e+13 2.55669e+13 2.4488e+13 1.73233e+13 1.85572e+13 3.44311e+13 1.53195e+13 1.13541e+13 4.03004e+13 2.15989e+13 2.71991e+13 3.16695e+13 4.65191e+13 3.05371e+13 1.84071e+13 1.0007e+13 8.91337e+12 8.14388e+12 9.71176e+12 1.08052e+13 8.96656e+12 8.4119e+12 7.87232e+12 1.21418e+13 1.0178e+13 1.01128e+13 2.18062e+13
threshold=3.5000000000000004 57.814144100000007 2.5000000000000004 60.003414000000006 118.33500000000002 30.305955500000003 60.905000000000008 30.305955500000003 30.102666750000001 65.659480050000013 30.370618100000005 30.388336800000001 30.315880100000005 2.5000000000000004 70.50500000000001 59.932719750000011 88.015000000000015 59.932719750000011 59.963407450000012 87.395000000000024 30.410108300000001 30.468306550000005 30.434657650000002 62.710000000000008 38.633372000000001 50.005000000000003 67.990000000000023 28.619594500000002 30.468306550000005 81.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 4 10 -6 -5 8 -8 19 12 -12 17 14 15 -14 -15 -4 -19 -9 -13 22 -22 -23 -25 -3 27 -27 29 -28
right_child=-2 2 3 6 5 -7 7 9 -10 -11 11 20 13 16 -16 -17 -18 18 -20 -21 21 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=246.24473977159448 -7.8153870887243091 1588.4337125243383 748.53812944325352 -3428.1785346051311 -131339.85430871212 -19436.849348958334 3390.3986860795458 12199.685549490794 132439.70653044872 77925.936543642238 -123647.21906738282 -43670.657109375003 -29019.763893995099 138024.44241210938 -101684.50732421875 127912.50192708334 11978.599915540541 -75292.459360795459 -8031.4393792229739 -33867.982191685267 3909.7514265866625 -6602.9065100393454 80145.184714673916 -62637.555882352943 -18632.025954564848 -53710.759019886369 26342.595470825458 -5384.9283674418957 -2076.8751603447718 -2095.6388405539774
leaf_weight=222157 4074053 10553 461 948 33 48 44 168 39 29 32 70 51 40 24 30 37 55 37 56 97 1073 23 51 293 44 467 4586 1927 638
leaf_count=222157 4074053 10553 461 948 33 48 44 168 39 29 32 70 51 40 24 30 37 55 37 56 97 1073 23 51 293 44 467 4586 1927 638
internal_value=0 130.434 -1041.48 -5223.78 -9779.6 -65027 3486.92 22997.4 64028 9536.73 -7894.58 -12525.7 2432.59 32313.9 -791.058 29103.3 77457 -7401.76 -48241.8 682.769 -10313 -8793.78 18521.5 -11107 -25156.1 -182.98 -2622.78 -5844.18 2296.45 9923.05
internal_weight=0 244111 21954 3739 2455 81 1284 336 83 253 2374 1639 735 182 105 81 77 553 92 224 1607 1537 120 1417 344 18215 7662 4630 3032 1105
internal_count=4318164 244111 21954 3739 2455 81 1284 336 83 253 2374 1639 735 182 105 81 77 553 92 224 1607 1537 120 1417 344 18215 7662 4630 3032 1105
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=31
num_cat=0
split_feature=5 5 3 3 0 4 0 0 6 0 1 4 1 1 0 5 3 0 4 1 1 1 0 3 4 1 1 0 0 0
split_gain=4.20764e+11 1.56027e+13 7.6753e+12 2.97702e+13 2.60143e+13 2.73814e+13 5.27401e+13 2.55538e+13 4.74022e+13 2.23852e+13 1.95237e+13 1.75764e+13 1.76336e+13 1.58645e+13 2.19039e+13 1.52081e+13 1.28114e+13 4.10777e+13 1.51706e+13 1.86077e+13 1.5154e+13 1.25515e+13 1.21282e+13 9.9926e+12 2.7338e+13 1.15976e+13 2.91793e+13 1.90718e+13 1.43099e+13 2.03465e+14
threshold=71.00500000000001 70.00500000000001 5.5000000000000009 7.5000000000000009 59.904813200000007 2.5000000000000004 57.581016350000006 59.932719750000011 1.5000000000000002 59.990816400000007 28.619594500000002 1.0000000180025095e-35 20.507360500000004 30.323743050000001 57.692655200000004 70.50500000000001 8.5000000000000018 59.916647550000008 2.5000000000000004 37.559851850000008 37.767735350000002 28.619594500000002 44.039893800000009 9.5000000000000018 3.5000000000000004 39.007683500000006 82.871296800000025 50.565831500000009 55.784980300000008 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 10 22 -6 -9 15 -4 -3 -13 -12 -15 -10 17 18 -5 -20 -21 -14 -7 25 -25 27 28 -18 29 -27
right_child=-2 2 3 16 7 6 -8 8 9 -11 13 12 21 14 -16 -17 23 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.3571225552609665 73.612292134614975 83368.41998197115 50675.817988281255 -14826.388365795901 -130548.15287162164 62474.126574218753 126859.05733570774 89879.464648437512 -166344.99309765626 -6604.1720758928568 -117457.53035714287 60552.085299744904 -69047.84213491586 -33148.174069039102 73783.538046875008 -59038.29296875 29160.179687993212 73090.406751916773 85222.411644881824 -69706.872354403415 29300.244542518034 643.69237367296466 -10157.348270699029 -1144.038541248766 -40122.569408911404 -19156.596145881711 1395.7665466709482 -4140.2958576881401 -9083.4324144903749 -297664.37540509261
leaf_weight=3633634 658145 26 30 250 37 25 34 24 25 35 21 49 26 454 20 28 198 94 39 22 52 4266 286 15861 182 921 1218 1309 826 27
leaf_count=3633634 658145 26 30 250 37 25 34 24 25 35 21 49 26 454 20 28 198 94 39 22 52 4266 286 15861 182 921 1218 1309 826 27
internal_value=0 -13.237 -2436.22 -3195.8 -19888 -13275.7 8608.87 -58496.8 -34694.1 -68668.7 -27657 1393.49 902.511 -32404.5 -28636.3 -109655 -2385.79 14174.3 -1082.26 29325.1 -134.304 221.516 -4318.81 -2754.2 -1586.23 -6919.09 -10522.4 234.949 -18705.2 -27088.8
internal_weight=0 3.66002e+06 26385 22018 1019 870 345 149 112 88 525 4367 4341 495 474 53 20999 457 363 113 74 4292 311 20542 16043 4499 2992 1507 1774 948
internal_count=4318164 3660019 26385 22018 1019 870 345 149 112 88 525 4367 4341 495 474 53 20999 457 363 113 74 4292 311 20542 16043 4499 2992 1507 1774 948
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=31
num_cat=0
split_feature=1 0 1 5 5 5 6 0 3 2 5 0 1 5 3 0 3 5 3 0 0 3 1 3 3 1 0 4 5 3
split_gain=4.27124e+11 2.44509e+12 7.38588e+12 7.51379e+12 6.62519e+12 6.41195e+12 5.98927e+12 9.95018e+12 6.82702e+12 6.16774e+12 7.1892e+12 6.14904e+12 1.28673e+13 1.22305e+13 6.91335e+12 5.2936e+12 7.60912e+12 5.36389e+12 4.96397e+12 4.87367e+12 4.74189e+12 4.72439e+12 7.18766e+12 4.57615e+12 5.50601e+12 5.16584e+12 5.95193e+12 4.24274e+12 3.8205e+12 4.20794e+12
threshold=83.000022850000008 56.110481950000008 92.896330950000007 150.04500000000004 114.05000000000001 35.985000000000007 1.5000000000000002 56.24640500000001 16.500000000000004 7.5000000000000009 77.715000000000018 58.242297500000006 86.192907650000009 69.015000000000015 3.5000000000000004 56.093493200000005 15.500000000000002 79.730000000000018 8.5000000000000018 56.143542450000005 63.563300600000012 11.500000000000002 92.928903050000017 9.5000000000000018 4.5000000000000009 91.398302750000013 56.197733450000008 1.0000000180025095e-35 25.005000000000006 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 4 6 19 8 23 18 11 -11 13 -13 14 -9 -2 17 -17 -3 21 -14 -4 -23 24 -8 26 -26 -7 -16 -30
right_child=1 2 5 -5 -6 27 7 9 -10 10 -12 12 20 -15 28 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=11.83008887546627 -110.58780040792493 4888.9542677445852 17534.289219256312 62278.211683238638 -28271.711993408204 -29065.269205345296 2879.2072844329023 -16335.405770046029 261.19463171246406 -881.73620388170809 -34616.436072293138 -49093.352045036765 -33031.820148859799 27221.095316412509 -14448.772114701707 -6241.2519818297224 5657.9526439934198 -26194.847050413369 28372.226937229978 2116.6775209198158 3339.3324763557825 22786.321319419461 -16645.499467028603 37636.211726074216 -28603.041372019972 -33977.518590568776 3354.2281843420578 -729.17312328748108 9146.2133645984541 -11842.189323242188
leaf_weight=3782924 505708 132 440 22 64 53 189 129 261 573 71 51 37 312 77 1744 542 146 283 2877 1149 76 118 20 97 132 146 17557 2134 100
leaf_count=3782924 505708 132 440 22 64 53 189 129 261 573 71 51 37 312 77 1744 542 146 283 2877 1149 76 118 20 97 132 146 17557 2134 100
internal_value=0 -83.6117 841.896 3944.74 3729.3 -36.4657 4076.85 2929.27 12933.2 4479.8 -4600.93 5945.83 89.6966 8578.11 6194.25 -132.971 -4787.25 -7782.64 20902.8 3865.67 2204.65 11802.3 -1197.98 -9371.43 -11038.4 -18052.8 -9402.38 -814.455 7451.86 8206.71
internal_weight=0 535240 27100 5979 5957 21121 5893 5217 676 4633 644 3989 1237 2752 2440 508140 2432 1890 415 3511 1186 634 194 584 564 375 243 17610 2311 2234
internal_count=4318164 535240 27100 5979 5957 21121 5893 5217 676 4633 644 3989 1237 2752 2440 508140 2432 1890 415 3511 1186 634 194 584 564 375 243 17610 2311 2234
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=31
num_cat=0
split_feature=5 0 0 2 1 1 5 0 1 4 1 0 3 1 5 5 4 1 5 1 3 3 4 1 1 0 3 5 4 1
split_gain=4.14461e+11 7.31553e+12 4.55392e+13 5.69549e+13 8.16102e+13 5.27733e+13 4.32631e+13 4.22898e+13 4.44335e+13 7.52085e+13 7.09309e+13 7.98529e+13 6.81005e+13 6.88317e+13 6.79914e+13 6.51718e+13 6.15317e+13 4.84192e+13 1.14949e+14 6.08004e+13 6.25565e+13 6.05437e+13 5.26096e+13 4.92224e+13 4.73912e+13 4.52095e+13 6.5521e+13 4.12026e+13 5.75195e+13 6.06099e+13
threshold=62.385000000000012 55.834684950000003 55.899899800000007 7.5000000000000009 37.692869000000009 37.914142000000005 90.015000000000015 55.784980300000008 37.214886200000009 2.5000000000000004 37.39371280000001 55.806974650000008 24.500000000000004 37.275078000000001 94.040000000000006 96.015000000000015 3.5000000000000004 37.832345550000007 116.06000000000002 37.944765900000007 9.5000000000000018 22.500000000000004 2.5000000000000004 37.457850350000008 49.177301950000007 55.820531900000013 6.5000000000000009 75.015000000000015 2.5000000000000004 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 6 -6 -5 -2 9 25 11 14 13 -13 -10 -11 -14 18 21 20 -19 27 24 -23 -21 26 -9 28 29 -12
right_child=1 2 -4 4 5 -7 -8 8 10 15 17 12 16 -15 -16 -17 -18 19 -20 22 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-18.049685128887138 67.762901508427348 -8482.0921793708894 12.252067305565609 1294.6710467819912 -55010.62464663462 -10980.298239368813 19056.272572158825 218233.37063934948 37804.694176872952 -8366.7903989730348 28333.359531734339 14916.821504155232 4033.5110531430032 -33305.807891589313 -96611.768025914644 158048.22692307693 170072.55030570654 -80111.133459821431 -162491.50593647207 18427.53340945892 -10241.411466928548 47029.736517333986 648.8680178973118 -5715.3658962490081 -2836.2165563974258 23112.56678960273 30584.796334635415 26422.862327268675 -2950.5205833344389 -26091.229523336478
leaf_weight=3223874 702277 14698 330174 9934 325 1676 1591 49 458 248 1734 353 754 1833 41 26 23 140 38 3722 1513 192 14038 2254 1459 47 30 2664 1767 232
leaf_count=3223874 702277 14698 330174 9934 325 1676 1591 49 458 248 1734 353 754 1833 41 26 23 140 38 3722 1513 192 14038 2254 1459 47 30 2664 1767 232
internal_value=0 53.176 -317.318 -4172.74 510.007 -18131.7 3746.62 233.616 3698.58 36828.9 3299.6 -10247.7 -16480.2 -25518.7 26760.5 7424.42 8948.44 4875.93 11060.3 2244.5 -16159 11806.1 3827.36 -1575.11 12439.5 100772 146974 16922.6 10142.9 21910.9
internal_weight=0 1.09429e+06 358398 28224 13526 2001 11525 735892 33615 400 33215 3462 2963 2186 499 274 777 29753 8881 20872 1653 8843 19219 2446 5181 126 79 6397 3733 1966
internal_count=4318164 1094290 358398 28224 13526 2001 11525 735892 33615 400 33215 3462 2963 2186 499 274 777 29753 8881 20872 1653 8843 19219 2446 5181 126 79 6397 3733 1966
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=31
num_cat=0
split_feature=3 2 5 5 5 4 5 5 0 0 1 1 0 0 1 4 1 1 1 1 1 0 5 3 5 1 0 1 5 4
split_gain=4.50582e+11 3.97055e+12 8.07198e+12 3.56784e+13 1.92892e+13 1.26319e+13 3.97438e+13 1.26515e+13 1.5999e+13 2.38339e+13 3.77098e+13 2.10861e+13 1.76726e+13 1.38316e+13 1.4433e+13 3.07627e+13 1.88667e+13 3.52439e+13 2.06624e+13 1.14264e+13 1.02964e+13 1.66894e+13 9.64049e+12 9.45945e+12 9.3906e+12 9.20034e+12 9.16085e+12 1.32019e+13 7.88569e+12 7.79762e+12
threshold=18.500000000000004 16.500000000000004 93.00500000000001 88.015000000000015 96.015000000000015 2.5000000000000004 112.04500000000002 99.555000000000021 56.338501050000012 55.91302515000001 37.855187800000003 30.315880100000005 59.904813200000007 44.893607100000004 82.933113850000026 3.5000000000000004 49.964253350000007 44.660994650000006 39.666208800000007 30.315880100000005 36.761894450000007 55.591389050000011 116.06000000000002 17.500000000000004 137.05000000000004 82.964402850000013 56.852744000000008 56.249874400000003 128.92000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 20 9 13 -11 -10 22 24 16 -16 17 18 -15 -5 -7 -22 -13 -23 -9 -17 -24 -28 -18 -21
right_child=-2 2 4 19 5 7 -8 8 11 10 -12 12 -14 14 15 25 28 -19 -20 29 21 23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=21.987918693549876 -80.36287909841252 -1218.9795319589871 -42401.127069010421 86828.632177734384 -125111.16233915443 -41297.628593750007 16823.534557845745 71368.21330566406 -35912.178845880684 -157876.28323102681 -8055.4389508928571 49426.525965401786 116833.11260190218 -10347.979519181912 111310.58472521552 16430.934233240929 -32949.631931515956 102163.02534722222 -100196.14687500001 28550.298745283475 -822.12119915674612 42217.758441906444 49407.736718750006 121265.95709635418 -9386.0618164062507 -70563.437568359383 -75920.210396634619 23916.001736111113 -94667.327913851361 -29419.16575
leaf_weight=3689517 600644 26179 150 32 34 20 47 36 55 28 42 70 23 492 29 31 47 27 27 323 63 41 24 24 24 20 26 27 37 25
leaf_count=3689517 600644 26179 150 32 34 20 47 36 55 28 42 70 23 492 29 31 47 27 27 323 63 41 24 24 24 20 26 27 37 25
internal_value=0 12.9843 -1173.28 -777.397 -8454.6 -4519.53 -42754 -1966.36 -5773.48 -12116.9 -67983.8 17908.6 35321.2 -7038.1 -10934.3 29076.2 -16015 -9227.29 -15022.2 29644.2 25429.5 35855.6 22567.7 71404.8 39066.5 -17684.5 -1849.45 -25060.3 -60134.8 24385.8
internal_weight=0 3.71752e+06 28003 26559 1444 1294 81 1213 1065 840 70 225 170 770 710 80 630 546 519 380 148 128 147 65 60 51 77 53 84 348
internal_count=4318164 3717520 28003 26559 1444 1294 81 1213 1065 840 70 225 170 770 710 80 630 546 519 380 148 128 147 65 60 51 77 53 84 348
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=31
num_cat=0
split_feature=2 5 4 5 2 5 5 6 0 3 5 0 3 1 1 1 1 1 1 1 1 1 1 0 0 2 2 0 1 2
split_gain=4.7987e+11 3.52138e+12 6.3842e+12 9.64779e+12 2.05714e+13 1.64644e+13 1.31174e+13 1.14599e+13 1.04725e+13 9.96966e+12 6.60035e+12 2.64475e+13 3.45149e+13 2.42413e+13 1.95229e+13 3.39358e+13 3.64487e+13 2.47625e+13 2.68883e+13 1.80422e+13 2.03473e+13 3.05516e+13 1.72722e+13 2.4051e+13 2.54486e+13 2.72993e+13 2.48484e+13 1.84755e+13 3.67602e+13 1.74282e+13
threshold=14.500000000000002 137.05000000000004 4.5000000000000009 105.35000000000001 15.500000000000002 123.15000000000002 81.00500000000001 1.5000000000000002 55.834684950000003 19.500000000000004 125.85000000000001 43.592450450000008 19.500000000000004 82.945329900000004 82.940215400000014 39.863684800000009 45.148007750000012 61.310823700000007 60.611165000000007 39.047276750000002 38.969379750000009 39.003296000000006 82.933113850000026 55.777112100000004 45.03656895000001 20.500000000000004 18.500000000000004 50.565831500000009 38.969379750000009 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 6 -5 8 -4 -7 -6 -9 -2 -12 14 22 15 19 -17 18 -18 20 -13 -22 23 24 26 27 -14 28 -26 -27
right_child=1 -3 3 4 5 7 -8 9 -10 -11 11 12 13 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-9.7152074048726753 106.14960837252089 3649.8048221017434 13789.296489257815 96888.800706845243 -78658.637196180556 -28107.90519701087 106127.45336132814 104244.0285326087 -7922.9664374999993 7706.6597900390625 78940.196495225711 -57686.316373800932 -104604.16276785714 85961.301770019534 -122614.82296195652 108146.10312500001 -5222.6832217261908 37480.769316789221 -134619.82415865385 -121073.31125488282 107118.75146949406 -53703.363657407404 -30753.597523179949 -20109.185157116772 -22436.395214843753 74200.214990234381 3567.5491898148148 459.28421466297789 94760.525607299816 -27141.80109375
leaf_weight=3980118 333188 2794 40 21 36 23 25 23 50 20 36 158 35 32 23 30 42 51 26 32 21 27 182 338 46 112 54 497 64 20
leaf_count=3980118 333188 2794 40 21 36 23 25 23 50 20 36 158 35 32 23 30 42 51 26 32 21 27 182 338 46 112 54 497 64 20
internal_value=0 114.386 84.9215 16457.3 4116.01 -8701.28 49304 28867.6 -37533.2 59342.9 73.2903 -5922.5 -7629.24 -60.3942 -33104.8 -27785.1 9640.5 -15192.8 -54698.1 -51215.5 -40363.8 16656.3 -2102.45 2369.68 11545.8 17629.8 -38971.9 8666.99 45750.9 58845.4
internal_weight=0 338046 335252 238 173 152 65 66 86 43 335014 1826 1790 1380 410 387 149 119 68 238 206 48 1348 1166 828 739 89 607 110 132
internal_count=4318164 338046 335252 238 173 152 65 66 86 43 335014 1826 1790 1380 410 387 149 119 68 238 206 48 1348 1166 828 739 89 607 110 132
is_linear=0
shrinkage=0.1


Tree=3683
num_leaves=31
num_cat=0
split_feature=5 2 3 5 5 2 0 5 1 1 0 4 3 4 0 3 0 1 1 6 2 3 5 5 6 3 2 0 3 0
split_gain=4.44864e+11 3.51611e+12 8.09652e+12 1.54186e+13 2.85505e+13 4.93168e+13 5.02713e+13 4.93354e+13 3.14436e+13 4.68453e+13 3.16225e+13 3.08762e+13 3.01645e+13 2.44928e+13 2.49876e+13 2.43508e+13 2.42583e+13 2.20014e+13 2.70578e+13 2.07193e+13 2.01072e+13 1.6529e+13 1.64638e+13 4.50643e+13 2.36478e+13 1.78568e+13 1.71136e+13 2.41181e+13 1.5473e+13 6.19641e+13
threshold=87.395000000000024 7.5000000000000009 17.500000000000004 114.05000000000001 120.05000000000001 16.500000000000004 44.678200800000006 118.33500000000002 39.753614400000011 39.188277450000008 47.222459950000008 3.5000000000000004 23.500000000000004 2.5000000000000004 60.042666650000008 19.500000000000004 55.518428350000008 60.58031445000001 49.111504200000006 1.5000000000000002 14.500000000000002 24.500000000000004 116.06000000000002 118.33500000000002 1.5000000000000002 23.500000000000004 19.500000000000004 47.236539400000005 24.500000000000004 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 13 9 12 -10 15 20 -5 28 -12 -14 18 22 -19 -9 -21 26 25 -25 -24 -8 -28 -15 -30
right_child=1 2 3 4 -6 6 17 8 10 -11 11 -13 16 14 -16 -17 -18 19 -20 21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=7.8366092581714923 155.62518475261038 -1451.9334516435883 -581.72303796328208 -65685.31815878379 675.64657086724958 -140685.86577524038 -63216.11411333477 49297.993576272333 211096.42328125003 -63798.423632812504 122369.34663281251 149565.67539062499 159970.29316907053 28355.310082298962 -50556.211351102946 3673.6579241071431 43475.272872277463 -3012.7294796921142 -62700.791328595638 23646.054291523975 -40191.568577665443 97422.152193509624 84768.082812500012 37660.520497349331 -49070.314403906254 21608.723499373809 92747.917045454553 -22402.918630952383 -107430.87180397728 31456.876130022327
leaf_weight=4075234 154788 51084 29045 37 5791 26 73 96 20 40 25 38 39 663 51 56 33 127 83 73 34 52 68 42 125 131 22 105 44 119
leaf_count=4075234 154788 51084 29045 37 5791 26 73 96 20 40 25 38 39 663 51 56 33 127 83 73 34 52 68 42 125 131 22 105 44 119
internal_value=0 -131.462 -635.621 489.655 4373.12 14009.5 -3598.93 26614.1 56845.3 35073.1 94751 75197.1 54651.6 14012.3 17374.7 40308.1 106577 356.968 -9380.38 25434.5 25893 54336.9 -1561.31 11046.2 -27257.8 43190.8 -24633.1 -2455.53 21569 -6034.3
internal_weight=0 242930 88142 37058 8013 2222 927 1295 381 242 139 119 202 914 877 81 72 901 649 252 130 125 566 366 167 199 200 127 826 163
internal_count=4318164 242930 88142 37058 8013 2222 927 1295 381 242 139 119 202 914 877 81 72 901 649 252 130 125 566 366 167 199 200 127 826 163
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=31
num_cat=0
split_feature=3 3 0 1 1 5 1 0 5 1 4 6 5 4 5 1 5 0 5 2 5 2 1 0 0 0 0 1 1 0
split_gain=4.43431e+11 3.81211e+12 1.55408e+13 5.11305e+13 8.02121e+13 7.0479e+13 9.28148e+13 1.26258e+14 5.63169e+13 4.98149e+13 7.45332e+13 6.95154e+13 4.58618e+13 3.84985e+13 4.29771e+13 6.68475e+13 4.18542e+13 5.52954e+13 3.9844e+13 3.65546e+13 3.59684e+13 3.58245e+13 3.44745e+13 5.29217e+13 9.40145e+13 6.20307e+13 7.97752e+13 3.37915e+13 7.68478e+13 1.25598e+14
threshold=18.500000000000004 17.500000000000004 59.916647550000008 30.305955500000003 30.332994000000003 80.00500000000001 30.323743050000001 59.853570100000006 77.715000000000018 37.457850350000008 3.5000000000000004 1.5000000000000002 62.385000000000012 2.5000000000000004 89.00500000000001 30.451272450000005 105.35000000000001 55.899899800000007 75.015000000000015 2.5000000000000004 84.030000000000015 15.500000000000002 37.516458750000005 55.784980300000008 55.769960200000007 55.657530000000008 55.56564190000001 37.832345550000007 37.712318250000003 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 12 7 -7 -3 10 13 -12 -5 20 15 18 19 -18 -15 -16 -6 -13 23 24 25 26 -11 28 -24 -30
right_child=-2 2 -4 4 9 6 -8 -9 -10 22 11 21 -14 14 16 -17 17 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.6216071449602723 -79.722583481041539 15862.287052814561 -3312.0140753147157 -22942.481994984453 5095.6343144669881 -250079.02674851191 117329.15794836957 -58211.619177964159 94861.344470214855 -7378.5061916293698 154015.99989505598 87973.353234863287 53358.915335181453 22605.342390162972 -122116.70102539063 17312.578669239108 187231.24479166669 4804.2022280092597 103138.7523534348 -9551.5981646957662 -51753.383405351226 -79940.840509259258 583.2056205444336 44567.219392013554 -146537.23623231132 82980.963578591414 -62703.539674397791 221.10838004772651 7419.1007104753462 73808.410308002378
leaf_weight=3597421 600644 682 9510 515 7375 42 23 187 104 1986 67 24 93 93 32 681 24 54 181 293 113 27 3000 160 53 67 300 93141 841 431
leaf_count=3597421 600644 682 9510 515 7375 42 23 187 104 1986 67 24 93 93 32 681 24 54 181 293 113 27 3000 160 53 67 300 93141 841 431
internal_value=0 12.8809 567.1 900.681 718.758 -29701.5 -74167.9 -93401.3 26315.1 958.897 8100.3 87051.1 -11271.4 7047.15 22538.2 34094.5 -4847.09 60935.6 75804.4 -20634.9 4237.74 -922.396 318.607 -11122.7 -14826.1 -11859.4 -14639 619.987 9316.6 29914.2
internal_weight=0 3.71752e+06 120099 110589 109803 860 252 229 786 108943 8964 118 608 8846 1358 955 403 78 274 325 7488 51 99979 2566 2406 2353 2286 97413 4272 1272
internal_count=4318164 3717520 120099 110589 109803 860 252 229 786 108943 8964 118 608 8846 1358 955 403 78 274 325 7488 51 99979 2566 2406 2353 2286 97413 4272 1272
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=31
num_cat=0
split_feature=2 5 5 3 1 1 2 5 1 1 0 0 1 1 1 4 3 0 1 4 0 0 5 4 1 1 1 1 3 2
split_gain=4.02696e+11 2.89631e+12 6.25805e+12 1.17409e+13 4.22177e+13 3.63876e+13 1.31759e+13 1.4857e+13 1.38694e+13 1.27869e+13 4.34153e+13 8.46248e+12 9.2899e+12 3.26983e+13 1.03276e+13 1.04227e+13 1.50624e+13 1.54748e+13 1.26694e+13 1.29589e+13 9.37923e+12 8.83591e+12 1.03699e+13 8.40417e+12 1.82084e+13 1.37977e+13 1.96337e+13 1.31356e+13 1.57522e+13 1.13089e+13
threshold=14.500000000000002 137.05000000000004 150.04500000000004 17.500000000000004 39.016372550000007 82.907204800000002 16.500000000000004 142.05000000000004 44.083877800000003 37.516458750000005 45.059881250000011 59.904813200000007 36.546174950000008 37.314272700000011 37.712318250000003 3.5000000000000004 16.500000000000004 54.864040150000001 38.151577750000008 4.5000000000000009 55.812836050000008 45.029420750000007 225.45000000000002 4.5000000000000009 60.58031445000001 55.912026600000011 45.148007750000012 48.712293450000011 17.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 6 7 -6 -9 -3 -11 12 -4 -14 20 16 17 -16 19 -17 -15 22 -20 24 27 26 -25 28 -23 -26
right_child=1 2 11 -5 5 -7 -8 8 -10 10 -12 -13 13 14 15 18 -18 -19 21 -21 -22 23 -24 25 29 -27 -28 -29 -30 -31
leaf_value=-8.8997747487773236 78.063451352246091 27536.369053071121 -48727.776895960371 2900.6316816362032 -59043.349648437499 84511.963986280491 -70813.285309448242 72974.245338541674 -12113.825088443396 26072.714099121094 192121.62585685484 36820.557625877256 110713.93671875 -88683.022731370191 -101023.71705729167 116037.66093750001 -6499.3988532986114 5430.5919744318189 54382.808575994328 13426.10146484375 33.822585227272725 -27011.955155498799 -867.74770089285721 -15055.623992066063 -51344.275402617874 8938.346636284723 -93694.330941611843 61669.779360677087 36739.674772135419 703.22544461763823
leaf_weight=3980118 335252 29 41 773 35 41 40 30 53 32 31 59 26 26 36 20 450 22 66 32 22 65 70 193 57 180 38 75 96 156
leaf_count=3980118 335252 29 41 773 35 41 40 30 53 32 31 59 26 26 36 20 450 22 66 32 22 65 70 193 57 180 38 75 96 156
internal_value=0 104.785 3311.1 9345.84 26466.6 568.525 -21214.3 -4401.04 18640.9 82485.3 107779 -400.433 -1714.64 -532.101 -2335.34 -926.01 -12681.3 -60644.5 4772.17 52892.1 -48021.1 2259.89 25945 -1485.67 7972.26 -11818 -27991.9 27103.7 11001.4 -13225
internal_weight=0 338046 2794 1064 291 199 158 118 83 92 63 1730 1671 1630 1604 1556 508 58 1048 52 48 996 136 860 449 411 231 236 161 213
internal_count=4318164 338046 2794 1064 291 199 158 118 83 92 63 1730 1671 1630 1604 1556 508 58 1048 52 48 996 136 860 449 411 231 236 161 213
is_linear=0
shrinkage=0.1


Tree=3686
num_leaves=31
num_cat=0
split_feature=0 3 5 5 5 0 1 3 3 0 1 0 5 3 1 5 2 1 2 5 0 3 0 4 5 3 1 0 1 1
split_gain=4.07398e+11 4.66566e+12 1.25466e+13 1.79066e+13 2.1324e+13 2.80236e+13 2.91955e+13 3.83334e+13 7.31052e+13 3.33906e+13 2.79161e+13 2.41922e+13 4.77605e+13 8.26452e+13 5.1243e+13 3.44531e+13 3.31824e+13 2.54504e+13 2.91634e+13 2.5217e+13 2.1938e+13 2.1124e+13 3.75025e+13 5.39746e+13 7.13649e+13 6.32608e+13 4.82282e+13 5.99861e+13 3.53126e+13 4.6739e+13
threshold=55.591389050000011 7.5000000000000009 34.010000000000012 58.755000000000003 62.015000000000008 55.674875350000008 37.855187800000003 16.500000000000004 23.500000000000004 55.601678500000013 37.503486000000002 55.628356700000005 60.610000000000007 14.500000000000002 37.712318250000003 61.405000000000008 2.5000000000000004 37.597123000000003 7.5000000000000009 60.005000000000003 55.619594000000006 16.500000000000004 55.842510000000011 2.5000000000000004 53.705000000000005 8.5000000000000018 36.761894450000007 55.628356700000005 37.314272700000011 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 21 5 6 7 10 -9 -10 -5 12 13 14 17 16 -14 18 -12 -15 -16 22 23 26 -25 -26 27 -4 -27 -30
right_child=1 2 3 4 -6 -7 -8 8 9 -11 11 -13 15 19 20 -17 -18 -19 -20 -21 -22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=27.268384367124384 210.65097632344441 634.83193245394261 -23129.192351839436 -7426.0582483357566 -87.429013029611184 1125.4263330871481 -6812.6097223078805 34679.552064659787 -69958.538571068551 5339.2728468504565 58829.870208864799 -560.33850859497954 -114729.63367387821 195912.67523437503 111189.34192095588 41090.737343749999 -12454.462252987134 -13544.659363723029 -30252.273125597894 66254.072224934906 -5214.8791406250002 72.31158599003308 -465.34870037879682 6159.767115037178 -77824.1094311786 43944.914824218751 -2305.0401371727653 58227.618461390899 -44640.889566295205 -13394.522830617268
leaf_weight=2414903 551096 183231 134 1392 388659 74994 1146 1446 62 1175 147 834 39 40 85 95 170 210 49 24 20 292022 298515 1347 186 90 102775 280 598 2400
leaf_count=2414903 551096 183231 134 1392 388659 74994 1146 1446 62 1175 147 834 39 40 85 95 170 210 49 24 20 292022 298515 1347 186 90 102775 280 598 2400
internal_value=0 -34.5988 -134.554 -255.156 221.634 1687.8 7770.08 10657.4 19412.2 1565.25 3092.48 11640 23215.7 40164.6 26747.6 -8842.42 -31539.3 10643.5 36559.3 147291 89017.1 -576.444 -1042.7 -2641.32 -13214.7 -21185.8 -2167.83 31894.7 -17774.3 -19627.1
internal_weight=0 1.90326e+06 1.35216e+06 1.16893e+06 470587 81928 6934 5788 2683 1237 3105 1713 879 575 511 304 209 406 196 64 105 698347 406325 107810 4621 3274 103189 414 3088 2998
internal_count=4318164 1903261 1352165 1168934 470587 81928 6934 5788 2683 1237 3105 1713 879 575 511 304 209 406 196 64 105 698347 406325 107810 4621 3274 103189 414 3088 2998
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=31
num_cat=0
split_feature=3 1 1 5 6 5 2 0 0 1 3 5 3 0 1 5 5 0 2 5 0 5 0 3 3 3 2 2 5 5
split_gain=5.56182e+11 3.64908e+12 4.36969e+13 3.25456e+13 3.15362e+13 3.01593e+13 3.3515e+13 3.14066e+13 1.97963e+13 3.95604e+13 3.44581e+13 2.66744e+13 2.33427e+13 3.17294e+13 2.52897e+13 1.69595e+13 1.69917e+13 1.68056e+13 1.65756e+13 1.64753e+13 1.84811e+13 1.82997e+13 1.6323e+13 2.65823e+13 1.42459e+13 2.69336e+13 4.57727e+13 1.86418e+13 1.43648e+13 1.4176e+13
threshold=18.500000000000004 30.410108300000001 30.388336800000001 110.05000000000001 1.5000000000000002 44.905000000000008 23.500000000000004 60.042666650000008 59.963407450000012 30.425002000000003 24.500000000000004 31.795000000000005 23.500000000000004 60.003414000000006 30.502469200000004 84.030000000000015 57.405000000000008 60.029906750000002 1.5000000000000002 32.910000000000004 60.063729500000008 24.010000000000002 59.990816400000007 24.500000000000004 22.500000000000004 19.500000000000004 6.5000000000000009 16.500000000000004 90.015000000000015 54.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 22 7 24 -3 11 12 -10 19 14 -14 16 -13 -12 -15 21 -21 -11 -6 -24 25 -7 -27 29 -29 -26
right_child=1 8 3 -5 5 6 -8 -9 9 10 17 15 13 18 -16 -17 -18 -19 -20 20 -22 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=14.425824773396096 159.6865971286463 -83.369472539727639 -10942.984418257802 -100855.8135091146 -3605.0504470858441 19148.630136376098 -50268.538690476191 -22571.460239753171 -1648.8000549381895 -7767.3926633978735 -14340.646452313011 -26358.196221762148 51880.84275421792 44694.039939896109 -16883.729510683002 47754.748300405656 -61590.334659692802 -786.2397150671768 1750.5822877670598 -6600.2229308793503 11342.811352585231 12862.152274227969 54430.077463235299 4531.3639070836507 60104.512822057848 213925.94709559853 64091.290033854173 57098.489324404596 147952.06785156249 14525.908462757281
leaf_weight=3717520 78439 506071 352 24 459 57 42 69 466 623 2717 604 282 97 66 26 177 1379 1225 4363 661 1388 170 287 94 28 75 134 20 249
leaf_count=3717520 78439 506071 352 24 459 57 42 69 466 623 2717 604 282 97 66 26 177 1379 1225 4363 661 1388 170 287 94 28 75 134 20 249
internal_value=0 -89.2847 537.257 14914.1 16278.7 21968.8 36584 41608.6 -186.25 -3885.61 -2213.69 -20698 1345.23 11973.6 38839.3 -31697.9 -34342.9 -9777.29 4901.5 -1177.77 -4239.49 6471.2 9714.95 23093.2 48348.9 74301.5 104823 39994 68897.7 27016.8
internal_weight=0 600644 80499 2060 2036 1684 768 726 520145 14074 12801 1273 8705 1670 348 807 781 4096 1322 7035 5024 2011 916 457 657 160 103 497 154 343
internal_count=4318164 600644 80499 2060 2036 1684 768 726 520145 14074 12801 1273 8705 1670 348 807 781 4096 1322 7035 5024 2011 916 457 657 160 103 497 154 343
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=31
num_cat=0
split_feature=5 0 0 1 2 2 5 4 5 1 5 1 4 2 0 1 0 5 1 4 5 4 1 2 6 3 0 1 1 3
split_gain=5.01506e+11 1.95182e+12 5.81797e+12 1.27391e+13 5.28911e+12 4.62888e+12 5.45015e+12 4.472e+12 7.63275e+12 5.85242e+12 5.6496e+12 5.00221e+12 3.78088e+12 2.00547e+13 1.71213e+13 3.75331e+12 3.64655e+12 6.7089e+12 7.19494e+12 4.48122e+12 5.39962e+12 4.39557e+12 6.54565e+12 7.39879e+12 6.37706e+12 4.23644e+12 6.02082e+12 5.16025e+12 4.18497e+12 5.28959e+12
threshold=22.030000000000005 55.535913550000011 55.078308950000007 37.503486000000002 12.500000000000002 3.5000000000000004 13.050000000000002 1.5000000000000002 13.050000000000002 37.832345550000007 13.050000000000002 60.837513500000007 4.5000000000000009 2.5000000000000004 57.131524800000008 36.761894450000007 55.576287050000012 21.015000000000004 37.457850350000008 1.5000000000000002 13.050000000000002 1.0000000180025095e-35 37.503486000000002 4.5000000000000009 1.5000000000000002 11.500000000000002 55.551692500000009 37.559851850000008 37.542000650000013 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -5 -9 11 -11 16 -14 -15 -8 17 19 -19 20 -3 22 23 -22 -23 -24 27 -27 29 -20
right_child=-2 12 3 7 -6 -7 15 9 -10 10 -12 -13 13 14 -16 -17 -18 18 28 -21 21 24 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-97.809459602553616 4.7095584298795927 -42227.641692606616 24890.572496448865 27706.962284557303 -57664.160554108792 5548.7039634555003 -2458.1040283203129 -45741.114749053027 6069.7644231541908 23351.738817274309 47495.676806640629 -14604.766148617393 -95913.599906250005 -37004.773198784729 85068.581875000003 -38455.103781622027 -455.23782931755113 -28332.460172872339 -5152.7245407516893 32610.33810096154 38606.727435672648 -20371.857255222487 -19575.402193733378 -205.41014382044474 9699.3614843750001 2387.0490007925723 -14933.811478838585 50971.411364746098 1921.5026777626813 39482.907348113367
leaf_weight=29441 4237242 48 22 174 27 102 40 33 2587 45 22 152 25 27 20 105 46490 47 37 26 66 414 235 192 85 69 127 32 138 94
leaf_count=29441 4237242 48 22 174 27 102 40 33 2587 45 22 152 25 27 20 105 46490 47 37 26 66 414 235 192 85 69 127 32 138 94
internal_value=0 -246.602 349.031 4324.68 -15471.2 -11236.2 -21488.1 6269.45 7433.35 -6482.73 -567.084 -5934.5 -651.546 -23550 14941.3 -28524.9 -617.27 -5296.08 7766.72 -8486.07 -9328.74 -8034.36 -3040.8 9723.28 -15249.5 -10153.4 -442.116 17780.1 14074 26875.9
internal_weight=0 80922 32750 3309 296 269 167 3013 2761 252 219 197 48172 72 47 145 48100 1610 316 1294 1268 1220 721 258 499 463 228 101 269 131
internal_count=4318164 80922 32750 3309 296 269 167 3013 2761 252 219 197 48172 72 47 145 48100 1610 316 1294 1268 1220 721 258 499 463 228 101 269 131
is_linear=0
shrinkage=0.1


Tree=3689
num_leaves=31
num_cat=0
split_feature=2 3 6 5 0 2 0 0 0 5 5 3 2 5 5 0 1 0 0 1 4 4 2 5 0 4 5 5 1 1
split_gain=4.64112e+11 3.75904e+12 1.28076e+13 2.36718e+13 3.09049e+13 2.98511e+13 6.12467e+13 2.19943e+13 4.68436e+13 4.37905e+13 2.19926e+13 2.17015e+13 2.15295e+13 2.03747e+13 2.16683e+13 1.98845e+13 1.91953e+13 2.719e+13 2.629e+13 4.41897e+13 1.86819e+13 2.28048e+13 2.62756e+13 1.73203e+13 1.69283e+13 1.63168e+13 1.60498e+13 2.55556e+13 2.06393e+13 4.34971e+13
threshold=5.5000000000000009 19.500000000000004 1.5000000000000002 54.410000000000004 43.642715500000008 4.5000000000000009 43.592450450000008 45.022371150000005 45.053747000000008 104.75000000000001 31.010000000000002 22.500000000000004 3.5000000000000004 161.85000000000002 125.85000000000001 43.592450450000008 60.58031445000001 59.939091550000008 55.674875350000008 37.487839250000007 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 66.040000000000006 44.039893800000009 1.5000000000000002 73.405000000000015 79.010000000000005 37.792847950000002 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 10 13 -7 -8 9 11 -4 -9 -3 14 20 -12 17 18 -16 -20 -5 22 -22 -10 -23 -6 28 -28 29 -25
right_child=-2 2 3 5 25 6 7 8 23 -11 15 -13 -14 -15 16 -17 -18 -19 19 -21 21 24 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-2.8032101888811547 38.082380621930362 1912.8756373756548 -43912.758138020836 41495.326898193365 -1186.8929248371987 -108196.32729591837 -29132.63950626149 -5167.5662437521005 -6147.4293630659222 160569.78138020833 32182.307566694784 57422.680655508666 -1798.5992520659224 60870.59873712714 -41081.14281901042 113313.76762483016 634.66155724158659 49384.290217391303 -29538.719571940106 -217709.99853515625 -119281.56567887933 29407.489546375706 -21572.163675491902 29364.465964988427 -6462.6927704692225 7401.3044849923381 -18286.166901106608 10992.215412837177 6798.2663994593349 158981.15208333335
leaf_weight=2378728 1838026 34872 24 80 18323 49 187 93 1304 30 88 137 28324 44 120 46 104 23 24 26 29 133 540 189 12210 2516 401 1162 302 30
leaf_count=2378728 1838026 34872 24 80 18323 49 187 93 1304 30 88 137 28324 44 120 46 104 23 24 26 29 133 540 189 12210 2516 401 1162 302 30
internal_value=0 -28.2228 -624.478 -2069.68 184.065 -4818.23 2896.59 4316.03 6030.64 46936.2 44244.1 32114.5 249.419 -7065.61 -7290.55 60033.4 -33997.6 -52659.5 -66465.4 -127388 -6680.02 -6978.5 -26552.1 2891.48 -6076.18 -149.996 8547.31 3480.62 23747.4 47120.2
internal_weight=0 2.48014e+06 101410 38214 20997 17217 3884 3835 3648 260 158 230 63196 13333 13289 134 297 193 170 50 12992 12912 569 3388 12343 20839 2084 1563 521 219
internal_count=4318164 2480138 101410 38214 20997 17217 3884 3835 3648 260 158 230 63196 13333 13289 134 297 193 170 50 12992 12912 569 3388 12343 20839 2084 1563 521 219
is_linear=0
shrinkage=0.1


Tree=3690
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 5 3 0 5 1 5 6 2 3 3 3 1 5 5 0 1 1 0 0 4 1 5 4 5 3
split_gain=4.45483e+11 7.59479e+12 4.91125e+13 4.34407e+13 2.42453e+13 2.00052e+13 1.5784e+13 2.03018e+13 2.23452e+13 2.21966e+13 1.47687e+13 1.31541e+13 1.3148e+13 1.29779e+13 1.07892e+13 8.85062e+12 8.82688e+12 8.25501e+12 8.07774e+12 7.93103e+12 3.59573e+13 1.43864e+13 1.42143e+13 1.10289e+13 7.77821e+12 1.70601e+13 3.81121e+13 3.77548e+13 5.16087e+13 3.46575e+13
threshold=50.388877400000005 53.355366400000001 83.093115700000013 53.145783300000012 51.015000000000008 86.810000000000016 16.500000000000004 52.056565900000003 97.050000000000011 56.249874400000003 102.01000000000001 1.5000000000000002 3.5000000000000004 5.5000000000000009 5.5000000000000009 3.5000000000000004 55.912026600000011 59.245000000000012 84.030000000000015 52.719210700000012 55.912026600000011 60.58031445000001 51.83362145000001 52.056565900000003 2.5000000000000004 54.845880150000006 58.995000000000012 1.5000000000000002 49.010000000000012 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 15 -5 7 9 13 10 11 -6 -10 -9 -7 -2 -15 -8 -19 22 -21 -22 -17 -24 25 26 27 28 -3 -30
right_child=1 24 -4 5 6 14 17 8 12 -11 -12 -13 -14 16 -16 19 -18 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=26.334338681295403 7956.6880868280787 -2574.3600862423323 61.417907063004158 -14366.938992748166 -14738.742529645648 -34118.726223273028 -296.31644936936414 -6648.9923344722911 -36173.481282182176 -6381.8099870954247 76620.447694798524 19698.328316832125 -128187.23483072918 -54081.083131720428 -97767.229401676843 190.10105503159917 -18359.262029249407 -24835.279026348617 14632.924526811081 -23145.840298889005 11913.908601396364 -7700.9227004596169 47763.965090862774 1025.6803510199652 407.19727978424066 -6.5252486994471504 -9344.3853193799459 1297.8292629596501 -13462.135917224212 -60933.584204152219
leaf_weight=2582291 1294 40355 88371 3399 140 76 201 1670 44 1183 38 534 24 93 41 3685 270 907 55 786 843 672 115 90 384180 1160781 5729 39631 425 241
leaf_count=2582291 1294 40355 88371 3399 140 76 201 1670 44 1183 38 534 24 93 41 3685 270 907 55 786 843 672 115 90 384180 1160781 5729 39631 425 241
internal_value=0 -39.1751 -865.496 -5934.33 -3200.26 -15766.4 -8474.79 -5490.77 -12260.1 2014.45 15965 12545.2 -68648.9 -10374 -56422.9 435.193 -27511.1 -18727.7 -22578.8 -1136.9 -5790.62 3213.47 1615.86 27244.7 13.7729 -107.419 -1463.22 -903.393 -3030.03 -30640.2
internal_weight=0 1.73587e+06 104531 16160 12644 3516 5159 3996 2101 1895 712 674 68 2033 117 7485 363 1163 962 6191 2301 1515 3890 205 1.63134e+06 1.24716e+06 86381 80652 41021 666
internal_count=4318164 1735873 104531 16160 12644 3516 5159 3996 2101 1895 712 674 68 2033 117 7485 363 1163 962 6191 2301 1515 3890 205 1631342 1247162 86381 80652 41021 666
is_linear=0
shrinkage=0.1


Tree=3691
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 5 4 6 5 3 5 2 0 3 5 5 5 5 5 5 4 0 3 5 0 3 6 5 2 3
split_gain=4.94244e+11 1.27092e+13 2.29807e+13 4.54707e+13 3.52667e+13 2.84254e+13 2.70072e+13 2.5358e+13 2.33043e+13 2.00416e+13 1.94576e+13 1.8847e+13 1.68712e+13 5.23099e+13 2.75631e+13 1.80845e+13 1.53749e+13 1.77384e+13 1.75605e+13 2.02178e+13 1.55967e+13 1.67282e+13 1.5925e+13 1.65638e+13 1.51154e+13 1.48938e+13 2.22401e+13 1.4786e+13 1.47633e+13 1.45263e+13
threshold=82.91993380000001 82.926290250000008 9.5000000000000018 55.030402950000003 19.500000000000004 48.910000000000004 4.5000000000000009 1.5000000000000002 57.995000000000012 24.500000000000004 88.015000000000015 4.5000000000000009 55.039751500000008 16.500000000000004 103.45000000000002 90.015000000000015 72.705000000000013 88.015000000000015 118.33500000000002 142.05000000000004 2.5000000000000004 55.025681450000008 18.500000000000004 99.555000000000021 55.046835900000012 5.5000000000000009 1.5000000000000002 33.805000000000007 8.5000000000000018 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 12 7 11 -4 -6 16 -11 25 13 14 28 -14 -7 -18 20 -20 -19 -22 23 -23 -17 -2 -27 -9 -5 -8
right_child=1 -3 3 4 8 9 29 27 -10 10 -12 -13 15 -15 -16 24 17 18 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=17.633502097878075 2497.6507779374965 -17.048045900680464 662.28700491195605 30039.487915558515 -20804.363117121851 -16577.980491661492 27690.346868699598 -49366.046190196161 -125310.51987680288 1753.1993070329941 107197.977421875 6433.7706247904944 12108.088298540632 181408.31154891304 -17337.992488698212 -100499.81126019022 -46193.585580534302 -72422.120654296872 -118476.60150862069 10361.065773809525 84185.588630022321 71327.857106933589 -48238.155430536688 -18587.134867931549 -11428.827258410754 33578.476228370353 -10239.992744349836 -13626.56004641133 120769.48868534484 133938.94677734375
leaf_weight=3395675 2275 907402 2110 47 119 1702 31 151 26 140 20 3024 1146 23 89 23 441 24 29 21 28 40 46 42 111 121 2711 496 29 22
leaf_count=3395675 2275 907402 2110 47 119 1702 31 151 26 140 20 3024 1146 23 89 23 441 24 29 21 28 40 46 42 111 121 2711 496 29 22
internal_value=0 -64.9088 -2943.48 -7193.03 7504.94 -11674.7 640.923 -4648.39 -39543.4 -19322.3 14933.8 177.131 12152.1 40124.9 20430.8 8043.57 -21632 -34451.6 -11937.7 -64364.8 2625.36 14171.1 -1144.54 25273.8 -26717.1 -3527.6 -8367.81 -21967.6 64660.1 71793.5
internal_weight=0 922489 15087 6903 1613 5290 8184 2757 145 2533 160 8131 1468 188 165 1280 2373 671 230 50 180 156 128 82 134 5107 2832 647 76 53
internal_count=4318164 922489 15087 6903 1613 5290 8184 2757 145 2533 160 8131 1468 188 165 1280 2373 671 230 50 180 156 128 82 134 5107 2832 647 76 53
is_linear=0
shrinkage=0.1


Tree=3692
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 5 3 0 1 5 0 0 0 1 1 0 5 1 5 3 3 2 0 1 5 3 3 1 0
split_gain=4.67872e+11 2.50316e+12 1.86536e+13 1.58789e+13 1.01273e+13 9.14779e+12 7.9573e+12 7.45333e+12 2.87251e+13 2.10675e+13 1.69208e+13 1.49673e+13 1.22222e+13 2.46908e+13 2.02748e+13 1.87753e+13 1.27411e+13 1.44694e+13 1.46084e+13 1.28212e+13 1.15635e+13 1.10637e+13 1.0858e+13 1.05833e+13 1.03783e+13 9.86178e+12 8.91997e+12 8.76718e+12 4.36836e+13 3.46923e+13
threshold=83.000022850000008 55.02863030000001 55.025681450000008 83.026705000000007 1.5000000000000002 14.500000000000002 74.610000000000014 9.5000000000000018 55.034903650000011 83.015546400000019 58.305000000000007 55.030402950000003 55.388132500000005 55.975961550000008 104.38035940000002 93.043229050000022 55.349623500000007 95.020000000000024 86.067573200000012 63.005000000000003 5.5000000000000009 5.5000000000000009 2.5000000000000004 55.619594000000006 92.815157350000007 81.910000000000011 8.5000000000000018 14.500000000000002 83.026705000000007 55.078308950000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -6 8 9 11 -11 -3 16 14 15 20 17 -10 -19 -18 -14 22 25 -22 -25 -21 -13 -9 -29 -30
right_child=1 7 3 4 6 -7 -8 27 12 10 -12 26 13 -15 -16 -17 19 18 -20 21 23 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=12.381534045046603 4.0105330433556103 -67602.900390625 11385.428508188101 -14613.347261841707 7308.8126789025773 77675.917745535713 -22120.058278974517 -1129.3104221917897 1881.4443540291174 24024.039572281701 72554.7441463695 57920.300412819604 -3686.6256758474346 430.35543857622781 29654.151233692661 -39043.922346080435 5922.360248164865 -105735.0237771739 -15671.029649849399 30851.810776703933 -9744.2312451042126 3542.6999894142155 48709.234126967283 -50227.968921242304 -10882.717872769814 -39770.882063802084 2369.8629121051836 15835.133086170859 -15331.624439836934 756.61540362765186
leaf_weight=3782924 321923 28 2386 413 851 21 103 117292 13178 243 102 33 5106 44291 156 176 1795 23 83 58 1223 160 207 142 127 30 233 1824 1429 21604
leaf_count=3782924 321923 28 2386 413 851 21 103 117292 13178 243 102 33 5106 44291 156 176 1795 23 83 58 1223 160 207 142 127 30 233 1824 1429 21604
internal_value=0 -87.5092 85.9511 7075.5 -1531.73 11963.8 4131.48 -357.122 509.041 21610.5 38372.2 1941.04 307.052 -438.109 -5988.64 -6809.46 2764.11 1585.45 -35213.2 9722.91 -5949.62 24716.3 36200.3 -13694.1 -31652.3 6775.89 9261.46 -767.777 938.179 -241.522
internal_weight=0 535240 325697 3774 1367 2407 954 209543 67394 639 345 294 66755 51221 6930 6774 15534 13284 106 2250 6598 455 295 1492 269 88 266 142149 24857 23033
internal_count=4318164 535240 325697 3774 1367 2407 954 209543 67394 639 345 294 66755 51221 6930 6774 15534 13284 106 2250 6598 455 295 1492 269 88 266 142149 24857 23033
is_linear=0
shrinkage=0.1


Tree=3693
num_leaves=31
num_cat=0
split_feature=5 5 0 1 3 1 2 5 0 2 3 4 2 1 5 1 1 0 1 1 3 2 3 3 0 1 5 4 2 0
split_gain=4.85528e+11 2.99808e+12 5.69363e+12 1.43639e+13 1.14663e+13 2.42047e+13 1.2944e+13 1.711e+13 1.69707e+13 2.44817e+13 1.58214e+13 1.60978e+13 1.22361e+13 1.6324e+13 2.40515e+13 1.61133e+13 1.58423e+13 9.85923e+12 1.17954e+13 2.30115e+13 2.29532e+13 2.25914e+13 2.13371e+13 1.79287e+13 2.04262e+13 1.45718e+13 1.58276e+13 1.40294e+13 1.41001e+13 1.17308e+13
threshold=42.005000000000003 40.405000000000008 44.732363600000006 39.739656000000004 11.500000000000002 39.630124250000001 3.5000000000000004 41.995000000000012 43.592450450000008 9.5000000000000018 14.500000000000002 1.5000000000000002 1.5000000000000002 39.714575750000009 41.005000000000003 39.714575750000009 39.726951800000002 44.039893800000009 39.969502550000009 40.810045900000013 11.500000000000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 43.514103700000014 39.787929450000007 41.995000000000012 1.5000000000000002 3.5000000000000004 43.465905150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 -6 -7 8 -8 -10 11 -9 13 -3 -15 -14 -17 18 20 21 23 22 29 24 -5 26 -22 28 -24 -20
right_child=-2 2 -4 17 5 6 7 10 9 -11 -12 -13 15 14 -16 16 -18 -19 19 -21 25 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-11.337949312729261 -25.737569481230384 12079.747102172852 299.72383158901039 -12672.032872596154 8571.0319074609361 2379.4975309551887 135584.68413681403 3255.4492389547413 -6350.1403320312502 127258.31972656251 -45926.319225543477 113972.91692708334 5261.3399290016532 -5569.5543501420461 133088.85836476294 -32269.871678515625 13415.019559919725 -13339.317877526481 -8546.8656716086662 1950.9441341713864 31490.359642650463 -38637.484284319202 197266.03085937502 -8416.3341548889639 109392.47279094829 -100864.7928925305 -81397.383627717398 36958.359077380956 78522.334375000006 82294.57763671875
leaf_weight=1378080 2717292 300 216762 26 803 53 41 29 32 24 23 24 1452 22 29 250 109 584 44 1447 27 28 20 508 29 41 23 21 20 21
leaf_count=1378080 2717292 300 216762 26 803 53 41 29 32 24 23 24 1452 22 29 250 109 584 44 1447 27 28 20 508 29 41 23 21 20 21
internal_value=0 43.6865 384.04 3414.98 8018.58 16707.6 45617.4 58863.7 86700.7 50910.6 23334.9 53391.7 3883.07 20971.4 73275.4 571.085 -18399 -1759.4 1239.57 5862.08 -10076.4 42611.5 60666.8 -2544.56 51689.3 -56674.2 -20438 103146 137894 20801.9
internal_weight=0 1.60087e+06 222792 6030 3191 1029 226 173 97 56 76 53 2162 351 51 1811 359 2839 2255 1601 654 154 126 563 55 91 50 61 40 65
internal_count=4318164 1600872 222792 6030 3191 1029 226 173 97 56 76 53 2162 351 51 1811 359 2839 2255 1601 654 154 126 563 55 91 50 61 40 65
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 2 5 0 2 6 3 3 1 1 5 3 6 5 1 3 0 2 5 3 5 5 3 5 2 2
split_gain=5.01333e+11 6.54679e+12 2.83883e+13 2.81833e+13 2.05659e+13 1.79234e+13 2.84061e+13 2.26525e+13 2.10139e+13 2.66117e+13 1.75342e+13 4.8535e+13 4.74221e+13 1.66569e+13 2.5869e+13 1.57929e+13 1.48966e+13 1.46386e+13 1.22347e+13 4.25983e+13 3.6349e+13 4.88703e+13 3.22349e+13 1.72431e+13 1.65688e+13 2.13895e+13 1.3829e+13 1.6552e+13 1.57164e+13 1.45497e+13
threshold=44.893607100000004 37.342273500000012 37.692869000000009 37.66934650000001 4.5000000000000009 2.5000000000000004 45.610000000000007 44.580511600000001 3.5000000000000004 1.5000000000000002 8.5000000000000018 6.5000000000000009 37.362912300000012 34.359746700000009 79.730000000000018 4.5000000000000009 1.5000000000000002 56.205000000000005 37.275078000000001 9.5000000000000018 44.678200800000006 12.500000000000002 84.030000000000015 6.5000000000000009 73.010000000000005 56.505000000000003 10.500000000000002 51.015000000000008 5.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 -1 -7 -8 9 -9 11 -3 -13 14 -11 -5 18 -10 19 22 21 26 23 -6 25 -25 28 -28 -21 -29
right_child=-2 2 -4 15 16 6 7 8 17 13 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=1209.2104803282957 7.7854456130960461 255.94952611059773 -100.26490564666862 -3495.4882216796877 -29446.250144361416 -2002.3876009949254 -51157.149116847831 -24659.521375 70107.393038054448 195548.32623922414 -5515.3092791093559 24514.058587946143 107404.7064360119 64572.09078194754 51746.34801136364 48396.896192858389 -1254.7971373570861 -13614.858276367188 -11508.948296796616 -39682.873361206061 6992.4327258652065 80840.103791360292 140770.92873263892 25641.999801432292 -46082.038124999999 106808.80588430852 -64682.292975260425 -33498.672561306426 -107069.85097336066 37142.208924585459
leaf_weight=906 4103906 983 188609 75 46 234 23 25 31 29 802 387 84 112 22 269 17564 64 2867 80 556 34 27 105 20 47 75 72 61 49
leaf_count=906 4103906 983 188609 75 46 234 23 25 31 29 802 387 84 112 22 269 17564 64 2867 80 556 34 27 105 20 47 75 72 61 49
internal_value=0 -149.123 42.7961 10420.7 -1741.24 9804.47 24225.4 44281.9 52038.5 71409.1 6355.17 12902.7 39297.1 86143.5 133516 37083.1 -2514.05 13705 -7990.03 618.112 -9183 -33424.4 37702.3 24937 39481.3 50739.6 -44952.5 -27771 -68836.1 -4892.03
internal_weight=0 214258 191209 2600 23049 1446 540 306 283 188 2256 1454 471 163 51 344 21603 95 4039 1172 927 371 245 218 172 152 337 196 141 121
internal_count=4318164 214258 191209 2600 23049 1446 540 306 283 188 2256 1454 471 163 51 344 21603 95 4039 1172 927 371 245 218 172 152 337 196 141 121
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=31
num_cat=0
split_feature=3 2 5 2 1 1 1 5 1 0 1 2 1 0 1 1 3 0 1 4 0 1 1 5 4 3 5 5 5 5
split_gain=5.02253e+11 3.17613e+12 1.03646e+13 1.4865e+13 1.59942e+13 2.20775e+13 2.03677e+13 1.7141e+13 2.28281e+13 5.19998e+13 9.27082e+13 2.4702e+13 3.83071e+13 1.69786e+13 1.13688e+13 1.5358e+13 2.67543e+13 2.48105e+13 2.00826e+13 1.07517e+13 1.00436e+13 2.96444e+13 6.20437e+13 5.38463e+13 4.95655e+13 3.34758e+13 9.26342e+13 1.22537e+14 7.71097e+13 3.22993e+13
threshold=4.5000000000000009 1.5000000000000002 177.02500000000003 3.5000000000000004 82.926290250000008 65.520339550000017 83.006817700000013 225.45000000000002 37.457850350000008 55.834684950000003 39.969502550000009 2.5000000000000004 30.388336800000001 43.465905150000005 49.964253350000007 41.950906500000009 2.5000000000000004 43.642715500000008 39.011252750000004 6.5000000000000009 43.592450450000008 39.726951800000002 39.739656000000004 94.040000000000006 3.5000000000000004 3.5000000000000004 40.905000000000008 71.715000000000018 64.805000000000021 21.015000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 5 7 -6 8 11 13 -11 12 -4 -10 15 16 -15 -18 -19 -9 21 24 23 25 29 -23 -27 28 -28 -3
right_child=-2 2 3 -5 6 -7 -8 19 9 10 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=279.67631173260281 10.475923900620222 46694.609009740263 -150276.89255859374 16427.567937700322 98608.942826704544 -84429.42496936275 -1180.5673489180626 -5815.785558520789 -104014.12955078126 -227067.21217105264 -25420.311836965462 52255.160434322039 29620.035344827589 61504.032921006954 -63316.30493489583 69536.417436691816 31557.995564516128 -36572.70400904605 -160371.75578125002 59690.479861111118 -147.83572149295895 -5858.3786486988338 -3239.6731924164142 199516.01671875 -155429.56604567307 -13179.498991616923 122745.31515957449 -80808.89270833334 349584.86321022734 -20560.835427629816
leaf_weight=133474 3945856 77 20 195 22 51 291 348 20 38 57 59 29 36 30 29 31 38 20 27 228090 142 7976 20 26 89 47 21 22 983
leaf_count=133474 3945856 77 20 195 22 51 291 348 20 38 57 59 29 36 30 29 31 38 20 27 228090 142 7976 20 26 89 47 21 22 983
internal_value=0 -111.028 -329.375 -9096.13 -13439.2 -20680.8 5833.39 -16523.3 -30734.6 -44968.2 -106079 8671.27 -43807.3 -16509.7 -6998.3 3972.74 -11238 -40661.8 -79262 -1099.33 -279.874 -3482.75 -1453.8 40317.8 -19021.2 30398.9 59161.6 130699 195071 -15675.3
internal_weight=0 372308 238834 1341 1146 833 313 782 407 299 95 108 49 204 184 154 125 89 58 375 237493 9403 8317 341 1086 321 179 90 69 1060
internal_count=4318164 372308 238834 1341 1146 833 313 782 407 299 95 108 49 204 184 154 125 89 58 375 237493 9403 8317 341 1086 321 179 90 69 1060
is_linear=0
shrinkage=0.1


Tree=3696
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 3 1 1 2 3 2 3 1 1 6 5 3 2 6 1 5 5 5 5 3 3 0 2 1
split_gain=4.49022e+11 9.01055e+12 6.07868e+13 5.05874e+13 5.86847e+13 5.03312e+13 4.76354e+13 1.49469e+14 1.13722e+14 5.16126e+13 3.67013e+13 3.50923e+13 3.16079e+13 4.63422e+13 1.21696e+14 5.85955e+13 5.33397e+13 6.08078e+13 4.59845e+13 6.01663e+13 7.26392e+13 7.58297e+13 1.16071e+14 5.48893e+13 5.33851e+13 4.99278e+13 9.87859e+13 6.63956e+13 8.92566e+13 5.05267e+13
threshold=55.769960200000007 55.806974650000008 37.39371280000001 36.761894450000007 55.777112100000004 6.5000000000000009 25.500000000000004 37.342273500000012 37.328003200000005 3.5000000000000004 8.5000000000000018 4.5000000000000009 13.500000000000002 37.855187800000003 37.944765900000007 1.5000000000000002 58.305000000000007 12.500000000000002 14.500000000000002 1.5000000000000002 37.66934650000001 64.405000000000015 65.045000000000016 24.010000000000002 93.00500000000001 19.500000000000004 24.500000000000004 55.795550600000006 12.500000000000002 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 11 7 8 -6 -9 -7 -5 13 16 15 -15 17 -4 19 20 21 23 -23 -14 -24 29 27 -27 -29 -21
right_child=1 -3 12 4 6 10 -8 9 -10 -11 -12 -13 18 14 -16 -17 -18 -19 -20 25 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=24.386162218121648 -62953.942353091028 19.127800293322569 655.85257743508248 26672.151154704672 20353.957370379616 -34499.016332360698 -14831.508381684158 36083.832402584878 -140185.81185329863 134581.37747101815 1176.4952414537863 151386.80709635417 60055.952127604163 27029.267982241985 -910.76169712656997 -50138.804664461146 15090.837005327136 75032.174885627814 2268.2767006860777 -51765.227235714825 -4795.4797648955755 202209.52935267857 -6422.1472413851034 -26230.559122973729 96557.864708533656 40449.41637464174 -13840.976398946599 4862.7798923399387 -183566.70958775113 -1805.7450614453246
leaf_weight=2747102 92 1473068 11332 91 2268 415 341 81 45 155 945 30 75 114 35559 719 3771 111 10247 207 14000 28 1577 4329 52 1136 821 246 28 9179
leaf_count=2747102 92 1473068 11332 91 2268 415 341 81 45 155 945 30 75 114 35559 719 3771 111 10247 207 14000 28 1577 4329 52 1136 821 246 28 9179
internal_value=0 -42.6408 -971.16 10430.5 11975.1 -4211.03 20269.8 24965.6 17230.6 100775 -9709.78 57593.1 -1515.21 141.728 -1795.84 -39578 4776.41 1377.32 -3554.76 -5438.36 -8754.77 -17900.1 335.033 -24761.1 -3134.88 288.64 13735.3 29792.1 -14392.8 -2907.56
internal_weight=0 1.57106e+06 97994 4463 4371 1481 2890 2549 2313 236 1360 121 93531 51606 36392 833 15214 11443 41925 31678 20061 6061 1657 4404 1629 11617 2231 1410 274 9386
internal_count=4318164 1571062 97994 4463 4371 1481 2890 2549 2313 236 1360 121 93531 51606 36392 833 15214 11443 41925 31678 20061 6061 1657 4404 1629 11617 2231 1410 274 9386
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 1 1 0 1 2 6 1 1 2 5 5 5 3 1 3 5 3 1 5 5 5 3 1 5
split_gain=4.71229e+11 1.18379e+13 5.32699e+13 4.50944e+13 7.39225e+13 6.38654e+13 5.83961e+13 1.26831e+14 7.62384e+13 5.55281e+13 5.61238e+13 5.16679e+13 8.88896e+13 6.40408e+13 9.03365e+13 5.98865e+13 5.9784e+13 5.02024e+13 6.805e+13 6.03814e+13 2.35753e+14 1.84985e+14 1.00529e+14 8.26538e+13 5.48394e+13 6.21533e+13 5.68897e+13 4.81464e+13 6.31405e+13 6.25689e+13
threshold=55.87722990000001 55.899899800000007 53.243495500000009 37.417247200000006 37.533784800000006 34.920000000000009 37.712318250000003 37.971176850000006 55.885524800000006 37.692869000000009 11.500000000000002 1.5000000000000002 37.620907050000007 37.542000650000013 2.5000000000000004 107.05000000000001 88.015000000000015 57.005000000000003 9.5000000000000018 37.66934650000001 11.500000000000002 63.145000000000003 17.500000000000004 37.642309100000013 81.910000000000011 88.015000000000015 73.010000000000005 8.5000000000000018 37.582182450000005 36.715000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 9 10 11 13 -13 14 -6 16 -15 18 27 23 21 -21 -22 24 26 -26 -19 28 -10 -30
right_child=1 -3 -4 4 6 -7 7 -9 17 -11 -12 12 -14 15 -16 -17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=21.996432949509732 11136.837685100851 -1.9913875305332926 -58600.637976740058 11228.033791446054 58306.917314900893 -15388.087355924235 -34708.94218904453 -683.43951236949727 31623.609979156954 50040.271451500623 5327.4358022818597 -13126.04725851784 29877.408512019741 -24664.723957451053 -11188.484248075569 58592.9127734375 -84411.307459971678 29813.691509481923 -1633.8966811218779 -25682.055230978265 68086.647790364586 -426751.51467391313 -81611.599890136727 91195.275978991762 175545.30350765307 25378.869872271825 -13180.501075395332 41595.235482156852 -13706.359342447917 -253194.955078125
leaf_weight=2991712 2548 1293583 165 1055 229 6197 1391 5157 67 202 4577 1271 773 2099 1021 80 182 1191 2960 23 150 23 64 201 49 63 415 672 24 20
leaf_count=2991712 2548 1293583 165 1055 229 6197 1391 5157 67 202 4577 1271 773 2099 1021 80 182 1191 2960 23 150 23 64 201 49 63 415 672 24 20
internal_value=0 -49.6113 -1923.73 -1637.78 -2717.15 -11516.1 68.8037 -7911.52 3263.67 -1879.82 -2904.82 -9567.78 3137 -16759.3 1543.07 -26449.3 -29431.9 12326 5300.99 24393.3 -20831.2 -226217 23317.1 30520.6 23421.9 91076.7 18703.7 31517.1 -29496.1 -122565
internal_weight=0 1.32645e+06 32869 32704 30156 7252 22904 6548 16356 10434 10232 5655 2044 3611 1250 2361 2281 5922 3743 2179 260 46 214 1919 1718 112 1606 783 111 44
internal_count=4318164 1326452 32869 32704 30156 7252 22904 6548 16356 10434 10232 5655 2044 3611 1250 2361 2281 5922 3743 2179 260 46 214 1919 1718 112 1606 783 111 44
is_linear=0
shrinkage=0.1


Tree=3698
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 6 5 1 3 5 1 2 3 1 4 5 5 5 4 5 3 3 3 5 5 5 5 1 3 5
split_gain=4.46199e+11 1.50399e+13 3.92328e+13 4.25994e+13 4.23932e+13 6.88068e+13 4.22613e+13 7.02476e+13 2.89382e+13 2.66731e+13 2.24681e+13 2.23832e+13 3.68318e+13 1.93152e+13 2.93529e+13 2.93486e+13 2.32201e+13 2.29693e+13 2.25743e+13 2.54308e+13 3.00126e+13 2.0174e+13 3.05858e+13 2.30066e+13 1.73042e+13 1.71304e+13 1.69784e+13 3.49377e+13 2.80478e+13 1.59587e+13
threshold=57.106514900000001 57.057093650000006 65.565203050000022 83.010000000000005 65.659480050000013 1.5000000000000002 92.035000000000011 65.58467570000002 19.500000000000004 83.010000000000005 52.395917250000004 2.5000000000000004 10.500000000000002 65.58467570000002 2.5000000000000004 39.805000000000007 71.00500000000001 70.50500000000001 1.5000000000000002 58.040000000000006 14.500000000000002 13.500000000000002 14.500000000000002 68.52500000000002 60.905000000000008 69.015000000000015 75.750000000000014 65.610478850000007 11.500000000000002 34.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 -4 -8 9 13 -3 -11 -13 21 15 -15 18 -16 -17 20 -20 25 23 24 -23 -7 -19 28 -28 -6
right_child=-2 2 4 -5 29 8 7 -9 -10 11 -12 12 -14 14 17 16 -18 26 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.5148821123423869 -72.663803189253031 -57069.791221779276 24580.574482129563 -47880.01649708311 20517.444442274307 5724.3924532530737 37503.602703208111 257498.05985863099 -17937.07279487067 16391.934519055594 -2075.8810402692375 -37395.98404083975 3795.8907318320053 24055.481774830387 9393.3149843021729 249.45622285676097 -24318.791030591477 62404.405844485707 17620.69018280083 5607.5337754948232 64371.240550274088 -32443.554322601645 623.58068564338032 -94785.892556818188 57780.790820312504 59415.406162331325 123489.01473958335 -15795.33803374192 26974.712984525238 -15916.984304959657
leaf_weight=3595192 706756 76 1305 229 135 183 47 21 534 278 3304 422 447 933 383 2630 261 223 569 1249 181 186 1103 55 24 88 45 116 91 1098
leaf_count=3595192 706756 76 1305 229 135 183 47 21 534 278 3304 422 447 933 383 2630 261 223 569 1249 181 186 1103 55 24 88 45 116 91 1098
internal_value=0 14.2204 3052.82 -6140.35 5684.54 7593.81 28585.4 105443 4711.95 5989.5 -3312.43 -8306.35 -16207.5 7960.34 10346.8 7802.47 4701.44 27614.5 6337.71 14347.8 28903.2 -1767.58 -6705.54 -37211.3 -22132.2 23159.1 42306.6 24521.6 58909.6 -11927.8
internal_weight=0 3.61141e+06 16216 3609 12607 11374 1373 68 10001 9467 3380 1147 869 8320 6681 5823 4890 858 4629 1999 750 1639 1368 265 210 271 475 252 136 1233
internal_count=4318164 3611408 16216 3609 12607 11374 1373 68 10001 9467 3380 1147 869 8320 6681 5823 4890 858 4629 1999 750 1639 1368 265 210 271 475 252 136 1233
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 0 5 3 3 5 5 4 0 0 0 1 3 3 3 0 0 0 0 0 1 1 5 3 4 5
split_gain=4.71524e+11 1.0705e+13 2.92116e+13 2.66405e+13 4.79589e+13 2.75236e+13 2.73079e+13 1.87134e+13 1.53467e+13 1.42662e+13 1.7457e+13 1.22996e+13 1.19681e+13 1.98811e+13 1.29678e+13 1.07071e+13 1.03106e+13 9.84122e+12 1.2059e+13 9.13165e+12 8.66595e+12 8.26092e+12 2.53677e+13 2.0212e+13 1.27112e+13 8.81726e+12 8.12156e+12 1.57849e+13 8.49938e+12 1.55559e+13
threshold=57.550671000000001 60.08989780000001 9.5000000000000018 54.194619400000008 56.895161300000005 53.516665650000007 68.00500000000001 2.5000000000000004 2.5000000000000004 76.730000000000018 77.00500000000001 1.5000000000000002 55.110554300000004 56.635684300000008 56.501468900000013 59.76223980000001 2.5000000000000004 5.5000000000000009 8.5000000000000018 56.663136550000011 56.782419000000012 57.057093650000006 57.641335050000002 57.265292900000006 59.76223980000001 59.76223980000001 123.15000000000002 7.5000000000000009 2.5000000000000004 69.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 11 7 -5 -7 -4 -11 -2 -9 14 -14 -15 19 -13 -19 -8 -17 25 23 24 -23 -6 28 -28 29 -24
right_child=1 -3 9 4 21 8 16 12 -10 10 -12 17 13 15 -16 20 -18 18 -20 -21 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=24.284151706766636 7793.7543812802196 -5.7505369357817564 -8410.605492012719 7950.0889978912064 -17518.987618824176 -7400.3466794036158 29083.831551460597 -24835.482993493606 25489.086699369454 -99754.726464843756 -22535.621711305132 1842.0670648791126 -4087.1543307839256 -31527.416890593497 30021.270402087197 -31216.734470363852 -39301.795593553754 -38065.579230778392 -5250.9318397546376 -36692.98815604968 -9418.9924211790658 38652.144435051305 -183.15041038898175 -24620.061365654765 -6021.3820205002421 6955.2011265970177 3285.3196875000003 -100682.13695652175 5679.9375620067403 -64329.497786030028
leaf_weight=2803895 2348 1482030 2915 614 157 172 46 526 810 32 344 3395 2013 372 118 213 418 123 1251 39 1269 67 7372 712 1290 2359 40 23 3163 38
leaf_count=2803895 2348 1482030 2915 614 157 172 46 526 810 32 344 3395 2013 372 118 213 418 123 1251 39 1269 67 7372 712 1290 2359 40 23 3163 38
internal_value=0 -44.9657 -1847.69 -832.749 -2723.5 4034.56 -10611 -8428.7 19728.4 -10775.2 -29107.5 1869.13 -10658 -8786.7 -2198.47 -16359.3 -32845.6 -1047.84 -8188.49 -1096.12 -12551.9 192.9 -843.818 -10975 -3815.69 5428 1126.99 -34671.1 1340.29 -512.106
internal_weight=0 1.51427e+06 32239 28948 20849 8099 5628 5125 982 3291 376 7117 4511 3985 2131 1854 503 4769 1374 85 1482 15221 12705 2069 1357 2516 10636 63 10573 7410
internal_count=4318164 1514269 32239 28948 20849 8099 5628 5125 982 3291 376 7117 4511 3985 2131 1854 503 4769 1374 85 1482 15221 12705 2069 1357 2516 10636 63 10573 7410
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=31
num_cat=0
split_feature=0 1 0 5 0 1 3 3 3 1 1 3 5 0 3 6 1 5 1 1 3 1 5 5 5 5 5 1 3 6
split_gain=4.7358e+11 8.71143e+12 3.52053e+13 6.14654e+13 5.49855e+13 2.8352e+13 2.14621e+13 2.1358e+13 2.12096e+13 2.07931e+13 2.55873e+13 2.13578e+13 2.06285e+13 1.96901e+13 5.20901e+13 4.00845e+13 2.75381e+13 2.66223e+13 2.55353e+13 6.45666e+13 3.6806e+13 5.79606e+13 3.04811e+13 2.95013e+13 2.10704e+13 1.94639e+13 1.84521e+13 1.80432e+13 1.65792e+13 1.6366e+13
threshold=53.204054050000003 47.554129950000011 52.485928400000006 137.05000000000004 51.83362145000001 39.488326500000007 12.500000000000002 14.500000000000002 15.500000000000002 41.950906500000009 40.810045900000013 9.5000000000000018 93.00500000000001 51.717367500000009 9.5000000000000018 1.5000000000000002 39.262370300000008 105.35000000000001 39.262370300000008 39.143775600000005 17.500000000000004 39.188277450000008 47.415000000000006 96.015000000000015 59.810000000000009 96.015000000000015 88.015000000000015 39.110397700000007 24.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 13 7 9 -4 -8 10 -7 -11 -12 -1 16 25 17 26 19 22 23 -22 -17 -21 -20 28 -15 -24 -16 -10
right_child=-2 -3 3 -5 -6 6 8 -9 29 11 12 -13 -14 14 15 18 -18 -19 24 20 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=45.606614626527346 18.317114730260137 -911.42030512128667 -16804.118803283465 132217.66624599361 -38349.729527959978 7720.7208666767619 -12677.343352105036 13983.961804277471 2071.5113693422318 -10677.77453260107 29295.596667533959 15476.435931400332 110826.43552246095 26251.624845804443 -2515.0839085449516 -13316.684002276465 -6478.2608748685398 -61350.337855113641 -16476.826094710555 -2520.1716335334404 61520.598725445278 -15416.967758699742 -24297.077861328129 -103509.63336588541 -54611.469269860318 69386.840059814451 91779.401868206522 -55970.011816476006 31152.811892819096 21038.866009683359
leaf_weight=888756 3306586 107383 811 39 374 761 675 312 1567 515 1027 793 32 653 2911 1119 390 33 305 808 243 164 370 30 276 40 46 350 154 641
leaf_count=888756 3306586 107383 811 39 374 761 675 312 1567 515 1027 793 32 653 2911 1119 390 33 305 808 243 164 370 30 276 40 46 350 154 641
internal_value=0 -59.8739 41.2565 7019.15 -14.5419 6334.72 9059.56 -8250.35 2835.51 14796.1 21708 5178.72 31759.2 1.44803 -4971.46 -8278.86 14984.9 26420.2 -15361.4 -11738.4 5847.02 30518.7 -23643.7 -6135.55 -34592.4 81.0298 30563.9 -39693.6 -823.451 7577.89
internal_weight=0 1.01158e+06 904195 7173 897022 7134 6011 1123 2883 3128 1820 1308 1059 896648 7892 6770 1122 732 3665 3084 1245 407 1839 838 581 3105 699 720 3065 2208
internal_count=4318164 1011578 904195 7173 897022 7134 6011 1123 2883 3128 1820 1308 1059 896648 7892 6770 1122 732 3665 3084 1245 407 1839 838 581 3105 699 720 3065 2208
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=31
num_cat=0
split_feature=5 3 3 0 0 5 5 1 3 0 1 5 0 1 0 0 0 1 2 1 1 3 1 5 2 3 0 0 4 0
split_gain=4.64299e+11 1.80866e+12 9.46734e+12 3.75104e+12 4.8855e+12 3.69972e+12 3.34247e+12 1.67213e+12 4.27129e+12 1.65898e+12 1.61877e+12 2.12973e+12 5.36052e+12 4.14597e+12 2.77849e+12 2.48682e+12 2.24377e+12 2.5712e+12 2.14554e+12 1.56593e+12 5.70749e+12 9.09769e+12 4.85876e+12 3.85475e+12 2.63584e+12 2.38548e+12 2.2874e+12 2.53536e+12 3.06415e+12 2.27667e+12
threshold=22.030000000000005 26.500000000000004 31.500000000000004 55.86787755000001 55.812836050000008 19.650000000000002 20.010000000000002 37.712318250000003 32.500000000000007 55.806974650000008 37.620907050000007 21.015000000000004 55.806974650000008 37.436176200000013 55.834684950000003 55.74310830000001 55.762622900000004 37.533784800000006 21.500000000000004 82.991167100000027 82.973038550000012 16.500000000000004 83.093115700000013 19.650000000000002 6.5000000000000009 17.500000000000004 53.516665650000007 50.565831500000009 3.5000000000000004 55.07108800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 4 6 9 -3 10 -9 -4 11 13 15 14 -7 18 -15 -18 -13 20 -1 24 23 -21 -22 26 27 -24 -29 -25
right_child=-2 2 5 -5 -6 7 -8 8 -10 -11 -12 12 -14 16 -16 -17 17 -19 -20 22 21 -23 25 29 -26 -27 -28 28 -30 -31
leaf_value=-245.19390560453735 4.5314893899146691 -10188.490966389974 15231.755801741803 12529.259742187502 -74135.398586309529 49587.579613095237 -39688.683305153922 -41020.388258120889 -4612.9962093713148 -6596.2690260421405 6839.822134164664 18859.29376331676 47266.728559027775 -18102.285377395987 -1853.48828125 -19667.877088647962 9972.1930825091422 -9573.1782317213874 -9457.9806825086816 13708.354877377296 -16506.833637978049 32071.951862980772 -25294.301971435547 5788.3521084090244 -51078.081250000003 11475.171498074002 -1671.755662541181 2619.6978755111109 37867.956972656248 -8686.9271912413751
leaf_weight=72185 4237242 90 183 25 21 21 67 38 212 43 208 66 27 172 21 49 94 237 45 516 272 39 32 369 24 180 3681 1826 25 154
leaf_count=72185 4237242 90 183 25 21 21 67 38 212 43 208 66 27 172 21 49 94 237 45 516 272 39 32 369 24 180 3681 1826 25 154
internal_value=0 -237.278 -3546.05 -23742.5 -28836.8 -650.656 -22777.7 -2878.24 -10146.9 11078.6 -945.076 -3157.18 6051.23 -6316.76 23867 -903.886 -8837.08 -4022.53 7379.32 -169.728 -305.629 -13328.1 1283.25 7576.16 -19309.9 144.96 -221.582 2613.3 3095.77 1526.03
internal_weight=0 80922 1619 203 178 1416 157 1190 250 226 940 732 187 545 42 160 503 331 111 79303 72520 335 6783 1039 296 5744 5564 1883 1851 523
internal_count=4318164 80922 1619 203 178 1416 157 1190 250 226 940 732 187 545 42 160 503 331 111 79303 72520 335 6783 1039 296 5744 5564 1883 1851 523
is_linear=0
shrinkage=0.1


Tree=3702
num_leaves=31
num_cat=0
split_feature=3 1 0 1 0 6 0 1 0 5 3 5 3 5 0 3 1 0 2 4 0 1 0 2 4 6 5 1 0 2
split_gain=4.55909e+11 2.57694e+12 2.61044e+12 5.2326e+12 8.96324e+12 8.03526e+12 4.60967e+12 4.46031e+12 8.92713e+12 8.02899e+12 4.4248e+12 7.55842e+12 6.53806e+12 6.3913e+12 8.20808e+12 5.37681e+12 4.4512e+12 4.16468e+12 9.30966e+12 9.04444e+12 5.66195e+12 1.22923e+13 1.15084e+13 8.16471e+12 1.03629e+13 8.12318e+12 9.10243e+12 1.71808e+13 8.56354e+12 6.4135e+12
threshold=25.500000000000004 93.043229050000022 53.310923100000004 50.158868250000005 53.204054050000003 1.5000000000000002 54.762542150000009 38.984911950000004 45.059881250000011 72.705000000000013 30.500000000000004 63.145000000000003 26.500000000000004 73.995000000000019 54.725565150000001 33.500000000000007 55.957851400000003 54.970187400000007 23.500000000000004 3.5000000000000004 55.055104550000003 82.926290250000008 55.061033200000004 16.500000000000004 2.5000000000000004 1.5000000000000002 59.025000000000013 82.907204800000002 55.020029900000004 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 10 8 9 -2 11 -4 13 -13 -15 16 -12 18 19 -8 25 -22 23 24 -23 26 -19 28 -28 -29
right_child=1 -3 6 5 -6 -7 17 -9 -10 -11 15 12 -14 14 -16 -17 -18 20 -20 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-4.3049436214639938 -16956.204326467803 -35645.209179687503 -2539.796786684421 22727.868472410504 -44609.476618303575 -1664.4872363202367 8003.2735555694453 2649.9589088411522 10784.000866929542 -97252.676923828141 874.01382705479455 -18616.863728738135 -26517.633156762942 -7645.2941274007162 68318.704660156262 -8737.7955900898141 34632.838792819071 -2045.7563738141741 -4554.3686685188632 71189.507167119576 246.28259398270535 34864.151929064763 6826.7659633062012 7896.0472963530447 107939.36686921297 1747.0261631420681 -21848.960949550132 -6645.6360683445882 -58753.531083333335 23922.491799479169
leaf_weight=4243674 33 20 1072 304 42 243 1504 2886 53 20 73 79 297 33 25 127 84 2513 766 23 59736 69 591 58 27 2464 389 809 75 75
leaf_count=4243674 33 20 1072 304 42 243 1504 2886 53 20 73 79 297 33 25 127 84 2513 766 23 59736 69 591 58 27 2464 389 809 75 75
internal_value=0 245.251 254.89 2889.12 1266.03 11891.8 121.821 1910 -18236.4 -47256.8 -4888.38 -7047.45 -18181.6 -109.922 25097.8 6560.78 18936.1 251.609 4442.06 8955 107.779 405.491 13171.2 37519.2 55416.6 -2739.01 -5601.89 -12231.4 -27814.1 -4052.19
internal_weight=0 74490 74470 3581 3034 547 70889 2992 106 53 1790 1506 434 137 58 284 157 69099 2293 1527 66806 60481 745 154 96 6325 3861 1348 464 884
internal_count=4318164 74490 74470 3581 3034 547 70889 2992 106 53 1790 1506 434 137 58 284 157 69099 2293 1527 66806 60481 745 154 96 6325 3861 1348 464 884
is_linear=0
shrinkage=0.1


Tree=3703
num_leaves=31
num_cat=0
split_feature=5 3 5 1 0 0 1 5 5 6 0 1 1 5 5 0 4 4 5 4 0 5 0 4 1 1 3 3 5 5
split_gain=4.30318e+11 3.29204e+12 3.45168e+12 6.54007e+12 4.64164e+12 6.64434e+12 4.05551e+12 9.61567e+12 1.82026e+13 6.94587e+12 6.14375e+12 7.06418e+12 5.15656e+12 4.64903e+12 7.24851e+12 8.37738e+12 6.55984e+12 6.31146e+12 5.55636e+12 6.06537e+12 3.88978e+12 3.70402e+12 6.77307e+12 6.66434e+12 3.44082e+12 9.76676e+12 2.61212e+13 1.0322e+14 5.60293e+13 4.34657e+13
threshold=87.395000000000024 1.5000000000000002 91.050000000000011 37.328003200000005 58.049540950000008 57.057093650000006 40.247294600000011 161.85000000000002 118.33500000000002 1.5000000000000002 45.047272400000004 38.969379750000009 38.422276900000007 177.02500000000003 110.05000000000001 52.719210700000012 3.5000000000000004 2.5000000000000004 101.05000000000001 3.5000000000000004 55.455204450000004 132.05000000000004 51.83362145000001 3.5000000000000004 30.226173900000003 30.160599000000001 17.500000000000004 16.500000000000004 94.040000000000006 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 10 -8 11 -5 -12 14 15 18 -15 -17 19 -11 21 23 -23 -16 25 -3 27 -27 -29 -30
right_child=1 24 3 4 -6 -7 9 -9 -10 13 12 -13 -14 16 20 17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=7.7074328681992101 16551.920678267048 -233.25992121862379 -36458.248461318602 -51696.746228448283 46043.082895132218 -53803.223710937498 45246.300244140628 -41093.423463792074 88972.353394252248 -53412.489640624997 61897.011519681488 21647.171744791667 10712.009143518519 43733.667445746534 20945.486840277779 69692.118828124992 -22895.833806818184 10001.925424017138 16087.288867187501 -2191.1575853924419 -65288.534765625001 -7568.42919921875 -82696.486979166672 -35929.266925370066 -76.030127621906232 -4176.7927712783312 5998.4192112255751 -126413.42868036684 33490.702951575971 -86944.670640120981
leaf_weight=4075234 220 7559 41 29 26 20 32 26 35 50 26 24 81 45 45 20 22 155 37 43 20 28 21 38 231950 1224 878 115 58 62
leaf_count=4075234 220 7559 41 29 26 20 32 26 35 50 26 24 81 45 45 20 22 155 37 43 20 28 21 38 231950 1224 878 115 58 62
internal_value=0 -129.295 5369.24 2521.79 4463.69 3107.27 4572.15 16031.3 23648 17.3316 9358.26 -18484.4 23149.5 -2744.74 -6351.32 2539.43 21855.3 16823.7 -16689.3 -29729.5 -24191.3 -17964.5 -39766.2 -5093.56 -153.94 -1980.06 -7630.05 -15831.4 -76534.7 -28734.2
internal_weight=0 242930 1084 864 823 797 777 221 195 556 160 53 107 524 457 305 67 175 130 93 152 132 49 83 241846 9896 2337 1459 235 120
internal_count=4318164 242930 1084 864 823 797 777 221 195 556 160 53 107 524 457 305 67 175 130 93 152 132 49 83 241846 9896 2337 1459 235 120
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=31
num_cat=0
split_feature=2 1 1 3 1 0 0 1 0 0 1 0 5 3 5 2 0 1 0 0 0 3 2 5 2 3 5 6 0 4
split_gain=4.09883e+11 8.76083e+12 1.22096e+13 3.28227e+13 7.36988e+13 6.423e+13 8.96487e+13 3.87581e+13 3.48395e+13 3.84787e+13 3.1262e+13 2.91707e+13 3.1695e+13 3.60034e+13 3.63976e+13 3.55746e+13 3.91338e+13 3.01121e+13 1.86622e+14 1.04096e+14 4.36046e+13 3.39863e+13 3.17996e+13 2.89923e+13 3.17683e+13 3.03031e+13 4.81086e+13 2.92591e+13 7.92246e+13 4.85338e+13
threshold=9.5000000000000018 37.533784800000006 37.66934650000001 14.500000000000002 37.597123000000003 55.68356880000001 55.734663800000007 37.615058950000012 55.860536450000005 55.834684950000003 37.620907050000007 55.046835900000012 90.015000000000015 17.500000000000004 50.805000000000007 22.500000000000004 55.455204450000004 37.642309100000013 55.734663800000007 55.769960200000007 55.899899800000007 24.500000000000004 21.500000000000004 120.05000000000001 16.500000000000004 26.500000000000004 91.050000000000011 1.5000000000000002 55.664473600000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 7 -7 9 -3 -9 -5 13 14 -13 16 -15 20 -19 -20 21 -18 -22 24 25 26 -14 -28 -29 -30
right_child=1 2 -4 11 5 6 -8 10 -10 -11 -12 12 23 15 -16 -17 17 18 19 -21 22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=15.413001612983775 -612.30166849160526 -6311.0242270578028 5.7381583338192792 29929.880035816954 -5396.813675104494 -1857.9881277901786 19261.969403192688 209649.01371093752 17880.027847036967 -73070.483692491325 80077.184200089076 -9806.0324287080293 -187022.08245442709 -27417.645257452576 1462.9808922805726 -5191.3069895711978 8916.4325679253216 -17596.161147869258 273256.3672554348 55598.758458480217 -30684.246056520893 86.917848561639801 41093.133411690855 58034.144305889429 -3513.6874679953175 3657.7569936116543 -13500.801699162024 -28143.787410714285 -258706.02216796877 -72396.371932870374
leaf_weight=3453778 216508 2121 604203 337 807 56 2043 20 615 90 270 5269 24 369 6285 4275 10889 574 23 492 522 7270 70 52 669 144 193 140 29 27
leaf_count=3453778 216508 2121 604203 337 807 56 2043 20 615 90 270 5269 24 369 6285 4275 10889 574 23 492 522 7270 70 52 669 144 193 140 29 27
internal_value=0 -61.5849 122.454 1737.11 8591.99 18994.6 27234 74305.7 -3172.61 -9028.51 89013.2 640.777 376.268 925.092 -3676.06 3096.37 4849.54 5449.68 21615.5 65319.4 4510.81 5381.51 -22197.1 -15099.9 -18201.8 -35843.4 -49616.2 -41138.7 -68353.6 -168878
internal_weight=0 864386 647878 43675 6022 3196 2389 346 2826 2211 290 37653 37316 36038 11554 24484 20209 19840 1089 515 18751 18159 592 1278 1226 557 413 389 196 56
internal_count=4318164 864386 647878 43675 6022 3196 2389 346 2826 2211 290 37653 37316 36038 11554 24484 20209 19840 1089 515 18751 18159 592 1278 1226 557 413 389 196 56
is_linear=0
shrinkage=0.1


Tree=3705
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 5 5 3 2 5 3 2 5 5 2 3 5 6 0 0 5 0 3 5 0 5 4 2 0 0
split_gain=5.24226e+11 1.5557e+13 2.00385e+13 2.26762e+13 1.86259e+13 3.49641e+13 1.63799e+13 2.33475e+13 6.59472e+13 3.99701e+13 2.70855e+13 2.88406e+13 3.54803e+13 2.86255e+13 2.71212e+13 2.34417e+13 2.38574e+13 2.23034e+13 6.31712e+13 3.72719e+13 2.85408e+13 2.677e+13 3.04346e+13 2.31211e+13 2.12116e+13 2.10381e+13 9.20683e+13 5.22278e+13 5.13716e+13 3.22296e+13
threshold=37.542000650000013 37.516458750000005 161.85000000000002 132.05000000000004 56.663136550000011 72.010000000000005 38.610000000000007 23.500000000000004 2.5000000000000004 39.805000000000007 32.500000000000007 4.5000000000000009 76.00500000000001 66.50500000000001 21.500000000000004 27.500000000000004 58.755000000000003 1.5000000000000002 55.793358600000012 55.751981950000008 37.505000000000003 55.86787755000001 22.500000000000004 37.005000000000003 55.416472000000006 58.605000000000011 1.5000000000000002 20.500000000000004 55.946414150000003 55.727011600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 17 -8 15 -10 11 12 13 -11 25 16 -9 18 19 24 -19 22 23 -20 -3 26 27 29 -27 -13
right_child=-2 2 -4 -5 5 -7 7 8 9 10 -12 14 -14 -15 -16 -17 -18 20 21 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-18.919798599813195 -16.669231047478458 -83111.633750000008 -97885.174375000002 97444.419023437498 -13934.855156024205 -150575.41323009675 1994.4437916908457 142125.91825657894 66263.644774502842 -16061.492028586648 -2063.1958741304743 121101.7976841518 34539.080178192518 -102881.66530172415 -9946.8744713894157 9075.2029984907676 55620.542638790248 3974.1653915529787 147496.88373680116 -75634.522830714544 -16233.710520376393 -7845.0827677867601 12520.159887838927 12458.4765625 -14075.012162302279 6422.8221055377799 77039.485571614583 75893.623809523808 151621.41491210938 -5021.0830142551004
leaf_weight=770727 3513896 50 20 25 173 21 19669 38 110 110 2509 21 81 58 344 88 198 5392 32 178 803 887 340 21 405 962 300 105 25 576
leaf_count=770727 3513896 50 20 25 173 21 19669 38 110 110 2509 21 81 58 344 88 198 5392 32 178 803 887 340 21 405 962 300 105 25 576
internal_value=0 72.8289 2181.09 2240.79 2169.74 -28725.8 2349.72 3607.86 9351.62 6624.77 5336.17 12526.3 -19824.2 -46035.1 15979.1 53124.3 69549.4 -1559.7 -10998 -36838.7 1354.81 1781.09 23507.3 93991.1 -21661.5 20463 30670.3 10854.5 10100.6 -584.6
internal_weight=0 804268 33541 33521 33496 194 33302 25194 5525 5201 5091 2582 249 168 2333 324 236 8108 1913 633 6195 1280 393 53 455 1989 1002 702 987 597
internal_count=4318164 804268 33541 33521 33496 194 33302 25194 5525 5201 5091 2582 249 168 2333 324 236 8108 1913 633 6195 1280 393 53 455 1989 1002 702 987 597
is_linear=0
shrinkage=0.1


Tree=3706
num_leaves=31
num_cat=0
split_feature=3 0 0 6 5 1 1 5 1 3 1 1 0 0 1 2 2 5 0 5 5 2 0 0 3 2 5 4 4 5
split_gain=4.95076e+11 2.47087e+12 1.04127e+13 1.13853e+13 2.23396e+13 2.15124e+13 2.58337e+13 2.35731e+13 1.43454e+13 2.5887e+13 9.93968e+12 3.59248e+13 8.22872e+12 1.77514e+13 1.15967e+13 1.19406e+13 1.10946e+13 1.12853e+13 9.71805e+12 9.42695e+12 8.53327e+12 8.0049e+12 7.76556e+12 2.10172e+13 1.99684e+13 1.82029e+13 2.87341e+13 1.17171e+13 1.99233e+13 1.13298e+13
threshold=25.500000000000004 59.916647550000008 59.896318000000008 1.5000000000000002 74.610000000000014 30.502469200000004 30.468306550000005 56.835000000000008 30.434657650000002 26.500000000000004 30.468306550000005 30.502469200000004 60.017447350000005 60.029906750000002 30.315880100000005 18.500000000000004 10.500000000000002 48.945000000000007 59.950068600000009 73.995000000000019 84.030000000000015 2.5000000000000004 59.882016200000002 59.853570100000006 27.500000000000004 15.500000000000002 55.990000000000002 2.5000000000000004 1.5000000000000002 36.715000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 8 5 6 7 -5 9 -4 -10 -12 16 14 -14 19 18 -18 21 -16 -21 -3 23 -2 25 26 29 28 -24 -25
right_child=1 12 3 4 -6 -7 -8 -9 10 -11 11 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.4860491451210773 220.2113495941158 82305.716640625003 -83370.599117024743 50473.648671875002 119748.94525781251 -42678.892764136908 121977.31724137932 -75833.526313920462 11852.532806795254 27938.062436655411 -79352.130461896944 4527.2688056540974 -42470.641690340912 -810.83157860891697 -7525.4665150316468 60930.293021253361 -4693.8407686070041 -24741.560875912262 -5533.990619304519 87555.758954326928 3936.7220108695656 15401.970480942588 -16125.167319144455 63643.535332716565 -44347.25533150338 5241.0266885772007 122390.16086107337 -42011.527750483248 19169.767461686686 3967.2471347384985
leaf_weight=4243674 63369 20 48 45 25 42 29 22 1301 37 57 490 22 5900 79 93 665 486 359 26 23 169 510 57 37 131 46 97 233 72
leaf_count=4243674 63369 20 48 45 25 42 29 22 1301 37 57 490 22 5900 79 93 665 486 359 26 23 169 510 57 37 131 46 97 233 72
internal_value=0 255.569 453.128 7389.73 32770.1 17013.1 43128.3 8999.65 5249.54 -34918.6 7097.1 -4213.36 -1423.45 280.114 26768.1 33660.6 -7582.97 -13158.8 4128.37 13847.5 48306 22481.7 227.896 353.836 25040.8 33430.9 54533 -9324.28 -5056.9 30335.8
internal_weight=0 74490 66648 2096 163 138 96 67 1933 85 1848 547 7842 6143 243 221 1699 1151 548 128 49 189 64552 63712 343 306 175 840 743 129
internal_count=4318164 74490 66648 2096 163 138 96 67 1933 85 1848 547 7842 6143 243 221 1699 1151 548 128 49 189 64552 63712 343 306 175 840 743 129
is_linear=0
shrinkage=0.1


Tree=3707
num_leaves=31
num_cat=0
split_feature=0 5 5 3 1 2 1 4 5 0 3 3 5 0 5 0 1 0 5 0 6 1 0 3 2 3 0 1 2 1
split_gain=4.7195e+11 8.02641e+12 2.92467e+13 3.89666e+13 3.79605e+13 3.41136e+13 2.66621e+13 2.56774e+13 2.54144e+13 3.53858e+13 2.37561e+13 6.88952e+13 8.73952e+13 5.49517e+13 2.28149e+13 3.31178e+13 2.17193e+13 2.27475e+13 2.52293e+13 3.04046e+13 2.82588e+13 3.1126e+13 3.37819e+13 2.81021e+13 3.47373e+13 2.10184e+13 1.93562e+13 1.87938e+13 3.51928e+13 2.49089e+13
threshold=59.904813200000007 76.730000000000018 77.715000000000018 22.500000000000004 30.259484550000003 2.5000000000000004 30.305955500000003 3.5000000000000004 70.00500000000001 60.052595500000002 19.500000000000004 21.500000000000004 71.715000000000018 59.939091550000008 74.010000000000005 59.950068600000009 30.468306550000005 59.932719750000011 72.705000000000013 59.939091550000008 1.5000000000000002 30.315880100000005 60.035045000000004 24.500000000000004 8.5000000000000018 7.5000000000000009 60.063729500000008 30.362552800000003 15.500000000000002 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 -6 -7 -2 10 -10 12 13 -12 -14 -16 17 -13 19 -19 21 22 23 -20 -25 -9 27 28 -11 -29
right_child=1 2 -4 -5 5 7 -8 25 9 26 11 16 14 -15 15 -17 -18 18 20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-9.1051755453134131 160.53842128217335 62126.42689999596 824.94159051543147 -14964.098920694987 -98692.547117660986 28749.062007556357 -3863.6847032520873 -105387.99689062501 -9270.2473532536587 27552.312689071314 247681.00811820655 -73919.481102594335 -13947.697572544643 77163.727811762976 133837.21340820313 7704.3095789292274 27477.918110656741 -82698.070152243599 57260.246323508531 -15230.403586137014 -20657.737748708092 -9357.2723844651446 -46487.76173537234 85209.241679687504 -79162.032378472228 2979.9737475198417 1322.7145008131993 -31122.617567754427 149448.71742013784 46956.440524291997
leaf_weight=4013707 245918 193 41008 384 33 915 292 25 8991 266 23 53 175 106 30 68 176 78 275 465 375 325 47 20 36 63 3914 113 26 64
leaf_count=4013707 245918 193 41008 384 33 915 292 25 8991 266 23 53 175 106 30 68 176 78 275 465 375 325 47 20 36 63 3914 113 26 64
internal_value=0 120.035 1387.62 13500 20686.2 14663.7 -13492.5 23787.1 -87.9441 -3998.5 -6969.72 2215.01 39736.8 107566 7685.58 46316.4 -5938.37 -9451.67 -7343.84 -24921.9 1510.42 13335.5 32846.5 44111.5 -20458 -27806.4 3623.1 22820.8 38406.1 -2890.64
internal_weight=0 304457 42913 1905 1521 1328 325 1003 261544 15626 11243 2252 402 129 273 98 1850 1674 1621 543 1078 703 378 331 56 88 4383 469 292 177
internal_count=4318164 304457 42913 1905 1521 1328 325 1003 261544 15626 11243 2252 402 129 273 98 1850 1674 1621 543 1078 703 378 331 56 88 4383 469 292 177
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=31
num_cat=0
split_feature=3 5 1 1 5 5 5 3 3 0 2 0 0 1 1 5 2 3 1 5 5 2 6 5 0 4 0 1 2 2
split_gain=4.8527e+11 3.60341e+12 1.1144e+13 1.74035e+13 3.09468e+13 4.75947e+13 4.83674e+13 2.76244e+13 2.47897e+13 3.182e+13 2.42588e+13 3.66407e+13 1.68704e+13 3.80877e+13 2.71924e+13 2.71738e+13 4.27416e+13 3.65486e+13 2.44915e+13 2.22218e+13 2.21522e+13 3.94399e+13 2.13608e+13 2.29094e+13 2.04543e+13 2.02321e+13 1.93458e+13 9.47805e+13 7.18217e+13 4.17358e+13
threshold=18.500000000000004 64.020000000000024 30.410108300000001 30.451272450000005 93.00500000000001 103.45000000000002 116.06000000000002 21.500000000000004 22.500000000000004 59.896318000000008 15.500000000000002 59.896318000000008 59.834458500000004 30.332994000000003 30.370618100000005 64.405000000000015 7.5000000000000009 23.500000000000004 30.305955500000003 150.04500000000004 80.00500000000001 6.5000000000000009 1.5000000000000002 83.010000000000005 60.042666650000008 3.5000000000000004 59.846652800000008 30.207352000000004 22.500000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 4 7 -6 -7 10 9 -9 -4 -12 13 18 15 16 17 -14 -3 26 -20 -22 -15 -24 -16 -21 27 -17 29 -29
right_child=1 2 3 -5 5 6 -8 8 -10 -11 11 -13 14 22 24 19 -18 -19 20 25 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=13.474844111909711 64.880907613621858 -11814.005080258532 -6353.7116597328086 -647.56397589002029 50271.612221240495 -94477.772917258524 71042.347205528858 -134188.80226562501 -16336.248335371156 -34831.485732480702 135290.64679939518 11003.179080290844 129924.17988433839 -48120.319863108409 24601.532840743566 -81079.611571074696 -3337.1203950639206 -12659.755921875001 12868.810001627606 -13177.966498766447 195208.34840494793 33799.537913327098 3715.5933560981866 -41905.462146520324 -33396.346046401515 -130456.49934895833 756.76037815732616 18322.941390945663 -97911.755572188529 77097.003908469458
leaf_weight=3717520 439551 113 738 139390 189 55 26 40 1104 166 31 101 64 226 773 82 110 25 72 38 24 41 339 163 66 24 16567 268 38 220
leaf_count=3717520 439551 113 738 139390 189 55 26 40 1104 166 31 101 64 226 773 82 110 25 72 38 24 41 339 163 66 24 16567 268 38 220
internal_value=0 -83.3989 -487.988 -794.418 -9149.53 22785.8 -41347.9 -13104.8 -22278.5 -54124.2 708.382 40191.9 1769.53 -11026.4 2454.32 1608.16 38349.6 89872.5 22649.4 1183.98 51075.4 93396.6 -22590.9 -11097.6 20039.1 -58576.1 1399.71 18918.9 34508.1 44819.4
internal_weight=0 600644 161093 141840 2450 270 81 2180 1310 206 870 132 19253 978 18275 17436 199 89 250 17237 137 65 728 502 839 62 17175 608 526 488
internal_count=4318164 600644 161093 141840 2450 270 81 2180 1310 206 870 132 19253 978 18275 17436 199 89 250 17237 137 65 728 502 839 62 17175 608 526 488
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 6 1 1 2 1 1 4 5 1 2 5 2 5 1 0 5 4 4 5 5 1 5 2 2 5
split_gain=4.59842e+11 2.3103e+12 4.57129e+12 8.44906e+12 4.34688e+12 3.13252e+12 2.09185e+12 2.1053e+12 3.44441e+12 4.71735e+12 3.00292e+12 3.10095e+12 6.24033e+12 3.00985e+12 4.74455e+12 1.32116e+13 5.12881e+12 2.81368e+12 2.68276e+12 1.05598e+13 7.92364e+12 1.12562e+13 9.02431e+12 5.71185e+12 5.36525e+12 4.84117e+12 8.62208e+12 7.8723e+12 1.40687e+13 1.55084e+13
threshold=25.500000000000004 30.160599000000001 30.207352000000004 59.982527000000012 58.995000000000012 1.5000000000000002 93.043229050000022 83.053286850000021 19.500000000000004 83.093115700000013 83.011163250000024 1.5000000000000002 37.75500000000001 83.006817700000013 4.5000000000000009 46.810000000000009 19.500000000000004 42.895000000000003 82.967723800000016 55.043101600000007 46.405000000000008 1.5000000000000002 1.5000000000000002 68.52500000000002 53.995000000000012 82.926290250000008 42.005000000000003 3.5000000000000004 14.500000000000002 103.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -5 7 10 9 -9 13 12 -12 18 -15 17 -17 -16 25 20 21 -20 -22 24 -24 -4 -27 -28 29 -29
right_child=1 2 6 5 -6 -7 -8 8 -10 -11 11 -13 -14 14 15 16 -18 -19 19 -21 22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-4.3234712788380136 1935.9587324218753 6816.2313932825309 119.37333617909314 -27842.832942708334 40941.179165039066 -75088.039147418487 -32082.753125000003 35534.273626893941 39052.083405219186 -9240.5723274044867 13763.155167968749 218.05877715320122 -46666.555208333331 -2432.734294312389 -19676.727239583335 92255.034615384619 33620.648549107143 17831.139983452693 8060.7887552897146 -14648.168190364113 -20997.667811321393 76976.20931250001 -17945.863250000002 -4386.1095242657238 34549.732393022015 11243.801985924449 -16416.667777674651 9883.1181278377389 -3198.8244117013655 96715.716071428571
leaf_weight=4243674 100 61 67924 36 40 23 20 33 36 82 25 82 54 141 45 26 35 36 456 578 232 25 25 237 88 1098 242 1001 1688 21
leaf_count=4243674 100 61 67924 36 40 23 20 33 36 82 25 82 54 141 45 26 35 36 456 578 232 25 25 237 88 1098 242 1001 1688 21
internal_value=0 246.307 222.141 -19279.8 13080.3 -46260.5 253.667 262.382 12058.1 3607.86 238.332 -13403.9 -27543.2 268.054 10561.2 23463.5 58612.4 -3006.56 228.484 -3769.5 2145.71 11642.7 -5703.16 4434.92 22935.7 319.638 3678.34 864.357 2407.53 11667.3
internal_weight=0 74490 74350 120 140 59 74230 74210 151 115 74059 161 79 73898 283 142 61 81 73615 1641 1063 481 582 350 113 71974 4050 2952 2710 1022
internal_count=4318164 74490 74350 120 140 59 74230 74210 151 115 74059 161 79 73898 283 142 61 81 73615 1641 1063 481 582 350 113 71974 4050 2952 2710 1022
is_linear=0
shrinkage=0.1


Tree=3710
num_leaves=31
num_cat=0
split_feature=3 2 0 3 5 5 5 5 5 5 5 0 5 1 5 1 0 0 1 1 3 0 1 0 0 1 5 0 1 5
split_gain=4.21594e+11 3.52518e+12 8.28647e+12 1.80896e+13 1.16145e+13 1.16382e+13 7.10147e+12 6.27312e+12 3.12098e+13 1.94424e+13 1.12228e+13 2.13114e+13 2.09714e+13 2.96477e+13 1.2571e+13 1.21679e+13 1.61332e+13 9.64639e+12 9.40451e+12 1.09798e+13 1.15234e+13 2.60702e+13 1.61435e+13 1.5713e+13 1.61023e+13 1.59102e+13 1.57439e+13 1.70571e+13 1.45021e+13 1.85299e+13
threshold=18.500000000000004 16.500000000000004 44.678200800000006 17.500000000000004 77.715000000000018 112.04500000000002 70.50500000000001 93.00500000000001 88.015000000000015 96.015000000000015 102.01000000000001 57.131524800000008 132.05000000000004 30.315880100000005 103.45000000000002 37.314272700000011 55.013931500000005 51.67657710000001 37.314272700000011 37.417247200000006 17.500000000000004 55.576287050000012 52.307266200000008 55.734663800000007 55.050600750000008 37.971176850000006 137.05000000000004 55.91302515000001 37.971176850000006 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 8 -4 -9 15 14 13 -13 -12 -11 17 -17 -16 -20 23 -22 28 24 -21 -26 27 -25 -23 -30
right_child=-2 2 7 4 5 -7 -8 9 -10 10 11 12 -14 -15 18 16 -18 -19 19 20 21 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=21.04333373860689 -77.734852663860991 -32609.901244212961 -1040.5543669893434 -28046.546171875001 97436.600710227271 -7963.325170898438 -91491.530255681835 -42307.392408582906 27901.264928456469 -28796.104756030705 -85109.712384765633 -20748.850179476354 -35507.417748397442 91385.350060096156 -73386.09318750001 6102.3336491765203 41646.304795532225 -72171.281953125013 58562.937144886368 -2214.2003105771228 -7949.5499869511041 -97874.443281250016 -131480.67747844828 56892.98002772178 -20802.999538352276 -133835.59921874999 81876.922836538462 -43667.133815456087 -80871.467031250009 47159.200480769236
leaf_weight=3689517 600644 54 26065 40 22 20 33 144 378 57 25 37 39 65 25 74 160 20 22 226 232 30 29 31 33 20 39 37 20 26
leaf_count=3689517 600644 54 26065 40 22 20 33 144 378 57 25 37 39 65 25 74 160 20 22 226 232 30 29 31 33 20 39 37 20 26
internal_value=0 12.5597 -1105.2 -23181.5 10518 47246.2 -54944.3 -971.154 -626.834 -7516.7 -3499.17 -8967.56 26862.1 50709.2 -15322.3 12958.8 22329 -10551.6 -13056.4 -11031.9 -13149.6 -26661 -68004.4 -1353.42 -13848.1 -63456.8 31226.2 2176.45 -43783.2 -8506.31
internal_weight=0 3.71752e+06 28003 169 82 42 87 27834 26443 1391 1247 936 141 102 795 311 254 94 770 745 723 337 105 386 279 53 107 68 76 46
internal_count=4318164 3717520 28003 169 82 42 87 27834 26443 1391 1247 936 141 102 795 311 254 94 770 745 723 337 105 386 279 53 107 68 76 46
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=31
num_cat=0
split_feature=3 2 5 4 5 5 5 0 0 5 5 0 5 5 0 5 0 1 1 0 5 5 1 4 1 5 1 4 1 1
split_gain=4.22055e+11 3.07459e+12 6.32872e+12 8.34299e+12 1.52826e+13 1.47316e+13 1.87907e+13 1.37473e+13 4.32852e+13 2.24747e+13 1.83228e+13 1.76428e+13 3.64453e+13 4.13917e+13 3.69102e+13 2.42993e+13 1.95131e+13 1.50698e+13 1.37405e+13 1.77007e+13 4.18745e+13 2.18978e+13 1.61609e+13 1.35254e+13 1.4429e+13 1.19436e+13 1.12801e+13 1.07095e+13 1.20233e+13 1.26396e+13
threshold=4.5000000000000009 3.5000000000000004 59.510000000000012 2.5000000000000004 123.15000000000002 102.01000000000001 107.05000000000001 59.939091550000008 59.950068600000009 62.015000000000008 79.010000000000005 59.609407350000005 75.750000000000014 83.010000000000005 59.863160500000006 69.015000000000015 59.916647550000008 30.425002000000003 61.880021000000006 54.920670650000005 89.00500000000001 96.015000000000015 92.815157350000007 3.5000000000000004 82.945329900000004 96.015000000000015 82.961358250000018 4.5000000000000009 47.473138800000008 38.058342000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 11 -9 -10 17 -4 14 -14 -13 16 -16 -11 27 21 -21 -20 23 24 25 -22 -25 -5 29 -29
right_child=-2 2 3 18 -6 6 -8 8 9 10 -12 12 13 -15 15 -17 -18 -19 19 20 22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-10.101119598564436 9.6031859756833153 -153.47105804867903 -8795.1371499055676 -4043.597433440551 41332.815736607146 -119352.42141203705 -8319.6363169642864 -128867.07623355264 52684.517320033483 -83198.749415325292 51662.967559523815 30212.966362992873 135902.03997961956 6815.5638816550927 -74153.592362607757 -95592.349387770446 27877.750235849056 -831.92498372395846 2718.8922542898999 1834.2002494959679 144020.38974609374 -63401.245308497702 -22459.635713704429 57270.181525421147 13374.296044193099 48971.557371794872 138868.9920138889 26264.686763374382 88096.183416193177 -26763.594259643556
leaf_weight=337917 3945856 24710 2423 5294 63 27 35 38 42 58 21 149 46 54 29 52 53 36 280 465 20 61 24 32 67 39 36 151 22 64
leaf_count=337917 3945856 24710 2423 5294 63 27 35 38 42 58 21 149 46 54 29 52 53 36 280 465 20 61 24 32 67 39 36 151 22 64
internal_value=0 -101.778 -1002.57 -3169.84 -7420.85 -8423.62 -56672.6 -7426.8 -33101.3 -9922.32 -32787.4 -5642.58 14301.6 66195.3 -4035.35 -42117.4 -8206.51 -51654 -1142.58 9498.04 18788 -9109.05 54950.8 64527.3 45130 81191.5 100470 -3112.56 17684.4 10479.5
internal_weight=0 372308 34391 9681 3126 3063 62 3001 195 157 115 2806 383 100 283 134 82 94 6555 1024 683 341 218 194 126 59 68 5531 237 215
internal_count=4318164 372308 34391 9681 3126 3063 62 3001 195 157 115 2806 383 100 283 134 82 94 6555 1024 683 341 218 194 126 59 68 5531 237 215
is_linear=0
shrinkage=0.1


Tree=3712
num_leaves=31
num_cat=0
split_feature=5 5 6 2 3 1 1 3 1 1 3 0 0 0 3 3 4 3 2 1 1 0 1 0 3 0 2 3 1 2
split_gain=4.16758e+11 7.07863e+12 3.14965e+13 2.53006e+13 2.6427e+13 2.10752e+13 5.7468e+13 3.93492e+13 2.07107e+13 2.14298e+13 1.93284e+13 1.67313e+13 1.60888e+13 1.34156e+13 1.32067e+13 1.94228e+13 1.31469e+13 1.22244e+13 1.18673e+13 1.142e+13 1.13141e+13 1.04697e+13 9.66875e+12 3.31371e+13 4.04089e+13 9.62024e+12 1.04989e+13 9.81115e+12 2.56131e+13 1.49292e+13
threshold=62.385000000000012 62.015000000000008 1.5000000000000002 16.500000000000004 15.500000000000002 37.615058950000012 37.533784800000006 32.500000000000007 37.436176200000013 37.457850350000008 23.500000000000004 55.002082750000007 55.784980300000008 44.678200800000006 13.500000000000002 12.500000000000002 2.5000000000000004 18.500000000000004 18.500000000000004 30.207352000000004 39.143775600000005 55.777112100000004 37.620907050000007 55.664473600000008 17.500000000000004 47.425481600000005 7.5000000000000009 10.500000000000002 37.620907050000007 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 14 6 8 12 16 -10 21 13 -8 -7 15 19 -3 -18 -5 -4 -6 -11 23 -13 -25 -21 27 -27 -29 -30
right_child=-2 2 3 18 20 11 7 -9 9 10 -12 22 -14 -15 -16 -17 17 -19 -20 25 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-10.254662736801929 53.323083743452493 -19172.426058718203 40331.771390206472 -79783.050851562512 6505.8288395024274 -41779.478595344393 -29925.94363425926 -6668.3309994904894 120142.05046875001 11957.534186921297 68794.812654194087 -29388.158108836211 -115997.15913569821 12455.741022534292 -24396.177067509405 75188.060719866073 79091.423835358801 -22637.066122581848 -16888.114050781249 13170.443031405559 26921.498187617395 -57096.684459459459 -10908.346443433406 -7711.7163722826081 181858.15072798298 -3444.6534692795281 11875.619904843552 -74583.275132637602 59132.996472886036 -39471.411356026787
leaf_weight=3214863 1094290 871 70 50 515 49 27 69 20 54 38 58 111 659 216 35 27 21 75 452 574 37 1847 23 22 2523 439 67 34 28
leaf_count=3214863 1094290 871 70 50 515 49 27 69 20 54 38 58 111 659 216 35 27 21 75 452 574 37 1847 23 22 2523 439 67 34 28
internal_value=0 -18.0996 -2816.95 2386.12 3507.47 -9534.78 -20104.1 -68327.5 -10757.4 23826.7 8894.05 -4464.85 -99157.1 8702.17 -370.328 1052.25 -16364.6 34585.2 -42046.1 334.083 17266.7 -16119.5 -9245.5 20572.8 84966.9 -456.162 -2448.79 -4819.99 -31719 14602
internal_weight=0 3.22387e+06 9011 5078 4953 3933 1275 207 1068 149 129 2658 138 708 3864 3648 919 48 125 3613 1089 91 1950 103 45 3543 3091 2652 129 62
internal_count=4318164 3223874 9011 5078 4953 3933 1275 207 1068 149 129 2658 138 708 3864 3648 919 48 125 3613 1089 91 1950 103 45 3543 3091 2652 129 62
is_linear=0
shrinkage=0.1


Tree=3713
num_leaves=31
num_cat=0
split_feature=1 1 3 0 3 3 5 4 5 5 2 5 5 4 5 3 5 0 3 5 5 6 4 3 3 5 5 3 0 3
split_gain=4.32071e+11 1.03561e+13 1.86177e+13 3.66869e+13 2.86014e+13 2.31719e+13 2.65775e+13 2.19515e+13 1.88383e+13 1.6056e+13 1.52677e+13 1.48159e+13 1.65615e+13 1.59469e+13 1.41365e+13 1.63395e+13 2.55026e+13 1.36936e+13 4.2372e+13 2.23239e+13 1.46173e+13 1.25704e+13 1.74724e+13 1.48888e+13 1.77003e+13 1.31979e+13 1.26337e+13 1.23797e+13 1.22444e+13 1.20583e+13
threshold=82.91993380000001 82.926290250000008 9.5000000000000018 55.030402950000003 19.500000000000004 21.500000000000004 72.705000000000013 4.5000000000000009 57.995000000000012 88.015000000000015 4.5000000000000009 118.33500000000002 142.05000000000004 2.5000000000000004 62.015000000000008 7.5000000000000009 46.010000000000012 55.039751500000008 16.500000000000004 103.45000000000002 90.015000000000015 1.5000000000000002 1.5000000000000002 15.500000000000002 12.500000000000002 54.990000000000002 33.805000000000007 11.500000000000002 55.046835900000012 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 17 6 21 10 -6 -8 29 13 -13 -11 15 16 -12 18 19 -5 -19 22 -4 24 25 -24 -23 -28 -22 -2
right_child=1 -3 3 4 8 -7 9 -9 -10 11 14 12 -14 -15 -16 -17 -18 20 -20 -21 28 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=16.487143022850287 2235.9783104610233 -17.485624587856019 1139.181880528047 58183.953762335528 -18803.468431591387 11117.122354616076 -42551.583836502825 64715.105767246467 -112763.83381535458 -72765.445822010865 10056.793106499725 -108094.99118303572 9383.724032738095 16779.216316233527 -4665.454613477209 5299.9612642243083 57470.150420245009 10855.893673445084 163260.93349184783 -15610.681680126405 -90456.470380434781 -45745.234524473854 31247.144910819581 -18119.262352000813 60432.433774594909 -33094.964514160158 -10356.480378734792 -43442.236144735652 -10289.611254222975 -7540.6207002973824
leaf_weight=3395675 2275 907402 1566 76 119 453 431 53 26 23 341 28 21 147 907 1606 170 1146 23 89 23 147 53 1241 54 80 917 129 111 2832
leaf_count=3395675 2275 907402 1566 76 119 453 431 53 26 23 341 28 21 147 907 1606 170 1146 23 89 23 147 53 1241 54 80 917 129 111 2832
internal_value=0 -60.689 -2659.14 -6484.09 6718.14 -10509.6 -12535.1 567.104 -35651.5 -31348.3 148.97 -9299.83 -57747 4664.35 5780.25 10255.6 25830.3 10903.2 36104.4 18379.6 7201.73 -9614.45 -6155.71 -14155.6 12148.9 -7454.88 -18294.6 -14436.8 -24049.6 -3185.47
internal_weight=0 922489 15087 6903 1613 5290 4837 8184 145 650 8131 219 49 170 3024 2117 511 1468 188 165 1280 4187 2994 1428 187 133 1193 1046 134 5107
internal_count=4318164 922489 15087 6903 1613 5290 4837 8184 145 650 8131 219 49 170 3024 2117 511 1468 188 165 1280 4187 2994 1428 187 133 1193 1046 134 5107
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=31
num_cat=0
split_feature=5 0 0 5 0 1 3 0 1 5 5 4 6 3 3 5 1 1 3 3 0 5 3 1 2 0 5 5 2 1
split_gain=4.17316e+11 2.9422e+12 9.12707e+12 8.97696e+12 1.05767e+13 8.91271e+12 8.94047e+12 1.16311e+13 8.88413e+12 2.15908e+13 1.88882e+13 1.34433e+13 1.00579e+13 8.70672e+12 1.13648e+13 8.2047e+12 9.05748e+12 1.10288e+13 1.17304e+13 1.29035e+13 1.60035e+13 9.153e+12 7.93459e+12 8.08861e+12 7.67586e+12 1.36412e+13 1.84166e+13 2.48285e+13 4.4767e+13 1.84475e+13
threshold=42.005000000000003 45.070824200000011 45.005863250000004 39.355000000000011 45.053747000000008 39.080602550000002 12.500000000000002 45.055827000000008 38.969379750000009 29.050000000000004 35.985000000000007 2.5000000000000004 1.5000000000000002 11.500000000000002 16.500000000000004 38.010000000000012 38.969379750000009 38.984911950000004 5.5000000000000009 8.5000000000000018 45.040161900000008 19.650000000000002 26.500000000000004 41.900971000000006 3.5000000000000004 43.642715500000008 34.920000000000009 40.005000000000003 1.5000000000000002 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 15 6 7 -5 9 -6 11 -10 -11 -14 -15 16 -4 18 -18 20 -20 -21 23 24 25 26 -1 -28 -29 -30
right_child=-2 -3 3 5 8 -7 -8 -9 10 12 -12 -13 13 14 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-127.55683883087828 -23.861248391889472 85.362395727077342 1888.398242437052 -3402.7497390841418 -18813.514586766563 1738.2979274138663 -5438.6829255429038 7398.6116054487402 6770.1597174991621 -17797.116620529338 -683.65275795465459 -65278.857106370189 -1565.1077413925432 14669.109154725131 -10936.722969825116 3606.3672964580674 -3172.9332906689315 -1979.8753557404305 -16344.744119739815 58423.653574218755 -56950.223780014938 -9754.7140773644551 -56035.511062500002 -1565.598903867947 1760.4690336157012 1233.1791805429111 -11977.93572215247 55893.123081118101 40505.582505118131 -9748.8124919020684
leaf_weight=8043 2717292 1442876 4420 3558 696 3296 11856 1385 6541 279 8348 26 2238 846 218 2641 2433 17677 339 20 136 1275 25 18317 38062 21010 3465 154 83 609
leaf_count=8043 2717292 1442876 4420 3558 696 3296 11856 1385 6541 279 8348 26 2238 846 218 2641 2433 17677 339 20 136 1275 25 18317 38062 21010 3465 154 83 609
internal_value=0 40.5017 -369.183 -1240.99 -499.844 -3016.25 -3949.1 -376.271 1320.49 -2697.32 2472.63 6484.9 435.005 1975.51 9422.8 -1706.98 -2240.54 -3074.63 -7678.95 -13872.8 -27970.7 -8701.77 293.435 309.127 789.895 -317.345 -2954.27 -8228.04 7130.59 -3721.19
internal_weight=0 1.60087e+06 157996 68228 48133 20095 16799 4943 19192 4277 14915 6567 3581 3302 1064 28941 26300 21880 4203 1770 475 1295 89768 89743 71426 33364 12354 4311 846 692
internal_count=4318164 1600872 157996 68228 48133 20095 16799 4943 19192 4277 14915 6567 3581 3302 1064 28941 26300 21880 4203 1770 475 1295 89768 89743 71426 33364 12354 4311 846 692
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=31
num_cat=0
split_feature=0 5 5 3 4 1 2 3 5 5 6 3 3 1 5 3 5 1 2 5 1 4 5 6 1 3 5 1 4 6
split_gain=4.20754e+11 1.60345e+12 3.93931e+12 3.86875e+12 3.74065e+12 3.60582e+12 3.82278e+12 6.20768e+12 8.00171e+12 1.30508e+13 1.04527e+13 7.83671e+12 6.70952e+12 9.34193e+12 5.54095e+12 9.61627e+12 9.56688e+12 5.37487e+12 5.27845e+12 1.53402e+13 1.25681e+13 1.3252e+13 3.67714e+13 2.14031e+13 2.05987e+13 1.24035e+13 1.13811e+13 1.45874e+13 1.21468e+13 1.17623e+13
threshold=43.056445700000005 39.995000000000012 47.815000000000005 5.5000000000000009 1.5000000000000002 47.854228500000012 4.5000000000000009 11.500000000000002 101.05000000000001 104.75000000000001 1.5000000000000002 2.5000000000000004 2.5000000000000004 47.282206100000003 63.855000000000011 8.5000000000000018 59.810000000000009 47.282206100000003 2.5000000000000004 225.45000000000002 47.554129950000011 3.5000000000000004 142.05000000000004 1.5000000000000002 46.037218400000008 5.5000000000000009 116.06000000000002 44.660994650000006 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 8 11 10 -10 -6 13 -11 15 -8 17 -17 19 26 21 23 24 25 -23 -20 28 -28 -14 -29
right_child=-2 2 4 -5 5 -7 14 -9 9 12 -12 -13 18 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-1968.2803879351691 -2.7061374582336724 6900.8526710111801 -2911.4250323083456 615.25205917538256 13964.758713540265 -3685.0135996787303 -1767.5114454991044 -8227.5569804517108 95230.415752963367 21717.210495923915 19483.686734693878 -1373.7013738308997 -17709.947815982316 -60324.446445312504 1168.9347772964973 -8365.9437505395381 26722.153278102534 10770.879591078612 39685.033863467266 -67008.765021306826 -31679.141873046872 10475.238037109375 39134.050208690074 50566.867274545526 -87787.928473091131 -25267.784388950895 -44128.329996744797 67740.398989371359 39938.563235294125 22902.363817025274
leaf_weight=2709 4285952 1819 3511 2121 348 1801 785 917 29 23 49 7778 129 35 7958 181 338 776 42 22 100 32 73 130 64 98 24 86 51 183
leaf_count=2709 4285952 1819 3511 2121 348 1801 785 917 29 23 49 7778 129 35 7958 181 338 776 42 22 100 32 73 130 64 98 24 86 51 183
internal_value=0 360.064 573.855 3517.16 120.207 602.887 984.227 -377.888 396.439 8128.39 47645.9 -716.824 5305.71 -27790.7 2370.09 6965.65 12259.5 7151.48 7162.18 14617.8 315.163 7603.16 -14357.6 21349 -55033.5 -5781.94 18414.4 30572.4 -1376.2 37237.2
internal_weight=0 32212 29503 3940 25563 22052 20251 10213 9296 1170 78 8126 1092 58 10038 2080 1295 957 1034 495 539 439 169 270 96 140 473 293 180 269
internal_count=4318164 32212 29503 3940 25563 22052 20251 10213 9296 1170 78 8126 1092 58 10038 2080 1295 957 1034 495 539 439 169 270 96 140 473 293 180 269
is_linear=0
shrinkage=0.1


Tree=3716
num_leaves=31
num_cat=0
split_feature=0 5 4 3 3 5 1 5 1 1 1 0 1 1 5 3 2 3 2 5 3 1 5 3 0 0 5 0 2 5
split_gain=4.05368e+11 3.20949e+12 1.65108e+13 2.08394e+13 1.45385e+13 2.28036e+13 1.13393e+13 1.25347e+13 8.87111e+12 1.64045e+13 1.5411e+13 1.43306e+13 2.06826e+13 1.33128e+13 1.06494e+13 6.07595e+13 1.69345e+13 1.92842e+13 4.27858e+13 2.19282e+13 1.70767e+13 1.44454e+13 1.3544e+13 2.59544e+13 1.1625e+13 1.12788e+13 3.02965e+13 2.10109e+13 1.65523e+13 1.26557e+13
threshold=44.982728700000003 63.855000000000011 2.5000000000000004 21.500000000000004 18.500000000000004 59.810000000000009 47.473138800000008 58.305000000000007 41.950906500000009 37.792847950000002 37.314272700000011 44.580511600000001 42.09605220000001 34.359746700000009 44.905000000000008 11.500000000000002 8.5000000000000018 9.5000000000000018 7.5000000000000009 53.995000000000012 11.500000000000002 39.899261850000009 61.020000000000003 14.500000000000002 43.592450450000008 43.642715500000008 61.020000000000003 44.039893800000009 1.5000000000000002 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 9 10 13 12 -10 -4 15 -11 17 25 19 -19 -21 -22 23 24 -18 26 29 28 -27 -16
right_child=-2 -3 3 -5 5 -7 7 -9 11 14 -12 -13 -14 -15 16 -17 22 18 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-163.5798769620761 7.2747861885061456 -717.81441272653069 -2561.1176274414065 93235.921844951925 -119482.68668619794 25096.989624023438 -21518.683249776943 5722.6677285890974 31096.708510044642 5515.3688052462549 12780.025791840328 -17124.553144779846 7201.5320653284161 -61706.228307845748 -10460.106918896969 184248.9559375 38724.065215773815 100369.9988620924 146441.46185121892 35543.888513604528 -5981.9546530330881 -98775.181687500008 4859.0101126876534 -133896.26219876198 -53156.28761718751 -24092.84451497396 28870.849890625002 -2479.5895762788541 41527.463241782709 -36474.075733243895
leaf_weight=153189 4087717 66049 200 26 24 20 359 319 406 388 1848 209 3360 47 505 20 21 23 27 58 51 25 51 31 40 48 150 2463 193 297
leaf_count=153189 4087717 66049 200 26 24 20 359 319 406 388 1848 209 3360 47 505 20 21 23 27 58 51 25 51 31 40 48 150 2463 193 297
internal_value=0 -129.042 107.505 3812.32 3604.41 -53764.7 3831.03 -8701.59 4643.29 2363.57 9644.43 8363.11 9777.59 -13815.5 -1110.22 14276.8 -2686.4 -1428.1 30160.4 10163 -5320.25 -36506 -36475.7 -59389.5 -21525.3 -3017.89 -12378.7 277.779 28457.9 -20093.7
internal_weight=0 230447 164398 11209 11183 44 11139 678 10461 6486 2095 3975 3766 247 4391 408 3983 3840 184 157 134 76 143 92 61 3656 952 2704 241 802
internal_count=4318164 230447 164398 11209 11183 44 11139 678 10461 6486 2095 3975 3766 247 4391 408 3983 3840 184 157 134 76 143 92 61 3656 952 2704 241 802
is_linear=0
shrinkage=0.1


Tree=3717
num_leaves=31
num_cat=0
split_feature=0 1 5 2 5 5 3 5 5 3 2 2 5 5 2 2 1 3 4 2 5 5 4 5 5 5 2 5 3 3
split_gain=4.75429e+11 3.08787e+12 3.28239e+13 5.80858e+13 3.21075e+13 2.54935e+13 2.64591e+13 2.34112e+13 2.2566e+13 5.22354e+13 5.97084e+13 7.9908e+13 5.04629e+13 2.51229e+13 2.1497e+13 2.0978e+13 1.66964e+13 3.61917e+13 5.36782e+13 5.62458e+13 3.86183e+13 8.87807e+13 2.49562e+13 4.13645e+13 2.45313e+13 4.01179e+13 3.41102e+13 3.22724e+13 3.95924e+13 3.65012e+13
threshold=43.465905150000005 39.925119750000007 109.05000000000001 2.5000000000000004 94.040000000000006 137.05000000000004 10.500000000000002 90.015000000000015 79.730000000000018 7.5000000000000009 5.5000000000000009 2.5000000000000004 80.815000000000012 84.030000000000015 7.5000000000000009 10.500000000000002 39.969502550000009 3.5000000000000004 3.5000000000000004 5.5000000000000009 57.995000000000012 65.905000000000015 1.0000000180025095e-35 51.815000000000005 76.00500000000001 118.33500000000002 3.5000000000000004 84.030000000000015 6.5000000000000009 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 -5 8 -1 13 11 -11 -12 -10 -14 -8 17 20 22 -20 -3 -22 23 -19 -24 26 -26 -28 -29 -30
right_child=-2 16 3 5 -6 -7 15 -9 9 10 12 -13 14 -15 -16 -17 -18 18 19 -21 21 -23 24 -25 25 -27 27 28 29 -31
leaf_value=-3256.3963489049988 -3.5117319240354443 18029.077055272515 -191845.13632812502 -130684.84432870371 49445.707511655753 56709.210383064521 50384.903041294645 -80340.207236842107 3350.16253125 4389.4078906249997 157516.93091796874 266100.28883928573 -94619.90264423078 -121118.43046875001 21618.084323790015 -75644.092250000002 -41.741139950815338 17230.153284549408 179087.66058593753 -7510.4399999999996 218448.33444393385 20047.699469449628 1636.069407881093 153453.32846679687 -93969.729983836209 48973.259752383477 -82329.208226297676 122673.7083170573 -71532.478707837305 35282.370384615388
leaf_weight=3748 4270332 424 24 27 124 31 28 38 50 20 20 28 26 24 41 25 39763 313 35 30 34 67 2531 24 87 59 59 24 63 65
leaf_count=3748 4270332 424 24 27 124 31 28 38 50 20 20 28 26 24 41 25 39763 313 35 30 34 67 2531 24 87 59 59 24 63 65
internal_value=0 313.52 -2258.09 -50778.6 -667.834 -20277.8 -50110.2 -2223.3 -1473.12 30506.3 67519.7 157054 18121.4 -37018 -23489.2 -9062.74 564.555 6883.86 2993.06 92965.5 31266.2 86836 1179.66 26931.5 -1825.31 -26365.2 -41281.3 -19556.6 4809.06 -17290.6
internal_weight=0 47832 4254 135 4119 111 80 3995 3957 209 135 48 87 74 67 53 43578 3815 3290 65 525 101 3225 337 2888 357 298 211 152 128
internal_count=4318164 47832 4254 135 4119 111 80 3995 3957 209 135 48 87 74 67 53 43578 3815 3290 65 525 101 3225 337 2888 357 298 211 152 128
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=31
num_cat=0
split_feature=0 1 5 2 3 2 2 5 5 6 4 4 5 3 2 1 5 4 1 5 5 5 1 1 5 5 6 5 5 2
split_gain=4.7429e+11 1.61127e+12 3.47971e+12 3.2683e+12 3.76751e+12 9.74251e+12 7.34973e+12 1.02801e+13 6.04982e+12 6.62178e+12 5.53756e+12 4.00734e+12 3.61768e+12 3.55997e+12 1.10387e+13 1.01096e+13 1.19477e+13 7.35218e+12 6.14022e+12 5.85139e+12 5.8841e+12 8.59758e+12 6.17263e+12 6.21919e+12 5.06444e+12 2.0899e+13 1.29078e+13 9.01309e+12 1.28996e+13 6.29326e+12
threshold=43.056445700000005 47.473138800000008 21.015000000000004 12.500000000000002 12.500000000000002 10.500000000000002 10.500000000000002 77.715000000000018 74.610000000000014 1.5000000000000002 1.5000000000000002 2.5000000000000004 72.705000000000013 8.5000000000000018 6.5000000000000009 44.660994650000006 116.06000000000002 4.5000000000000009 44.660994650000006 150.04500000000004 52.990000000000002 53.995000000000012 46.037218400000008 47.208373000000009 93.00500000000001 102.01000000000001 1.5000000000000002 86.810000000000016 78.710000000000022 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 13 -8 10 11 -6 -10 -7 14 -4 -16 -17 18 -15 20 -20 -22 24 -24 27 -26 29 28 -23 -27
right_child=-2 -3 3 -5 5 12 7 -9 9 -11 -12 -13 -14 17 15 16 -18 -19 19 -21 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=17600.795760403918 -2.8731434805265064 889.55553410905384 -952.20262432589061 31644.872076612904 -14242.814742301274 6839.2385498046879 -4686.1310891544117 -80995.68596643518 -31492.571603094362 -71270.102809979842 28839.602129836312 4060.7348293138589 62643.553924851192 -4064.5022169606414 16595.375399925597 -26455.670770965851 -107004.19481534092 59955.6286221591 -2496.6355939700279 -35647.003404017858 66968.790078125006 7798.1437390291239 -44960.100156250002 5437.272034429363 123907.28971502132 -38520.093918918916 59042.408829941858 -26294.575593449521 72016.6640224359 25677.77549579327
leaf_weight=104 4285952 21270 6725 31 103 26 51 27 102 31 42 46 21 1133 42 113 22 22 648 35 25 158 25 1191 22 37 43 52 39 26
leaf_count=104 4285952 21270 6725 31 103 26 51 27 102 31 42 46 21 1133 42 113 22 22 648 35 25 158 25 1191 22 37 43 52 39 26
internal_value=0 382.285 -603.792 -778.48 -871.487 -10774.2 -519.445 -31101 -16946.2 -29244.8 -1763.77 -20442.2 31773.1 -289.154 -1601.01 -26251.8 -39582.1 2330.75 1961.58 4928.79 5555.51 8780.35 7867.16 4401.14 19046.7 35212.2 16803.8 10736.7 20511.5 -12025.7
internal_weight=0 32212 10942 10838 10807 371 10436 78 324 179 145 148 47 10358 6902 177 135 3456 3434 2301 2266 1618 1593 1216 377 128 106 249 197 63
internal_count=4318164 32212 10942 10838 10807 371 10436 78 324 179 145 148 47 10358 6902 177 135 3456 3434 2301 2266 1618 1593 1216 377 128 106 249 197 63
is_linear=0
shrinkage=0.1


Tree=3719
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 0 1 3 1 3 2 3 3 1 1 5 3 2 4 3 5 1 1 5 5 2 2 3 0 1
split_gain=4.26533e+11 6.13772e+12 3.8478e+13 4.99743e+13 9.13948e+13 6.64141e+13 8.8123e+13 1.04302e+14 1.11402e+14 8.08727e+13 6.52034e+13 5.84152e+13 6.19695e+13 6.10431e+13 5.63883e+13 6.52638e+13 5.63747e+13 5.89917e+13 5.46254e+13 4.97361e+13 6.9549e+13 4.81399e+13 5.72021e+13 1.00376e+14 7.07698e+13 4.50422e+13 4.53885e+13 4.49234e+13 4.21909e+13 4.25897e+13
threshold=62.385000000000012 55.834684950000003 55.885524800000006 37.314272700000011 37.328003200000005 55.86787755000001 37.66934650000001 8.5000000000000018 37.457850350000008 21.500000000000004 6.5000000000000009 15.500000000000002 22.500000000000004 37.692869000000009 37.620907050000007 69.015000000000015 10.500000000000002 5.5000000000000009 3.5000000000000004 16.500000000000004 77.00500000000001 37.457850350000008 37.487839250000007 75.015000000000015 64.805000000000021 21.500000000000004 15.500000000000002 18.500000000000004 55.842510000000011 38.151577750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 16 6 7 8 -6 21 18 28 25 -14 15 -9 -5 -18 -10 -16 -21 -7 23 24 -23 26 -13 -25 -8 -30
right_child=1 2 -4 4 5 9 11 14 10 -11 -12 12 13 -15 19 -17 17 -19 -20 20 -22 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-18.31066348370155 219.22199297672921 -18902.091659455749 -8.8231219165409787 173038.66145148026 66297.369963482066 -50314.079292797047 -15772.734198066846 -7620.9857131760618 -107992.88105936005 -443.39137648044209 93906.307068452385 -21736.694263075442 57508.617325010564 -29317.21798231337 6305.0483127170146 16907.361468475643 -39609.329777871411 82166.569668496624 36305.907981770833 110176.09243080833 23882.57644042969 129077.24367897728 -18494.915459177249 212214.49972426472 -75855.025290256075 95932.13675915949 -61801.730136912403 56748.482045541161 -31760.598083855126 9666.2858852321824
leaf_weight=3223874 735892 2099 334558 38 71 455 1242 1546 209 4449 21 1421 185 144 243 3636 62 111 30 176 199 22 3848 34 72 29 353 41 272 2832
leaf_count=3223874 735892 2099 334558 38 71 455 1242 1546 209 4449 21 1421 185 144 243 3636 62 111 30 176 199 22 3848 34 72 29 353 41 272 2832
internal_value=0 53.9448 -285.416 -4166.97 -2744.36 -3386.22 1285.48 9878.76 -44719.6 -9989.22 -75035.8 -6847.5 -20405.4 19505.8 12994.6 9589.56 62749.7 38524.3 -89880.1 41546.5 64383 -19486 -15994.1 40947.4 -27892.2 -27688.2 -29709 127226 -196.433 6036.1
internal_weight=0 1.09429e+06 358398 23840 21741 21530 12609 6131 331 8921 260 6478 2132 329 5800 5182 211 173 239 618 375 4472 4017 169 94 1803 1774 75 4346 3104
internal_count=4318164 1094290 358398 23840 21741 21530 12609 6131 331 8921 260 6478 2132 329 5800 5182 211 173 239 618 375 4472 4017 169 94 1803 1774 75 4346 3104
is_linear=0
shrinkage=0.1


Tree=3720
num_leaves=31
num_cat=0
split_feature=5 0 3 1 1 2 5 5 5 2 0 5 2 1 3 5 5 1 3 1 3 0 5 3 0 1 1 5 5 1
split_gain=4.37968e+11 2.99463e+12 1.32053e+13 1.86267e+13 3.50414e+13 6.84495e+13 7.34452e+13 3.0209e+13 2.3619e+13 3.81338e+13 2.13765e+13 2.77753e+13 1.95586e+13 4.12969e+13 2.2913e+13 6.14312e+13 3.03454e+13 1.91906e+13 3.3822e+13 1.85149e+13 1.73041e+13 1.74332e+13 1.71123e+13 4.22549e+13 1.53414e+13 1.81548e+13 1.10599e+14 2.95147e+13 4.9862e+13 6.76562e+13
threshold=87.395000000000024 45.047272400000004 5.5000000000000009 38.151577750000008 38.058342000000003 2.5000000000000004 137.05000000000004 95.020000000000024 177.02500000000003 2.5000000000000004 44.580511600000001 150.04500000000004 2.5000000000000004 37.752451500000006 4.5000000000000009 114.05000000000001 99.555000000000021 37.777459000000007 2.5000000000000004 37.692869000000009 4.5000000000000009 44.893607100000004 100.05000000000001 3.5000000000000004 45.029420750000007 39.080602550000002 39.032393150000004 110.05000000000001 120.05000000000001 38.984911950000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 -6 10 -10 -2 12 14 19 17 16 -16 -12 -19 20 21 -14 -9 -24 -4 26 27 -26 29 -29
right_child=1 -3 24 -5 5 6 -8 22 9 -11 11 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=7.7756356028050506 -50640.271425189392 -269.6816009272751 615.11689182468638 -5062.0366365112623 198176.99862500001 -36780.147687467979 137867.572265625 -552.94055706521738 30729.352015686036 -111421.21278872283 -13760.555118367962 84012.610954483695 82856.018405877985 55988.690209547145 40494.634551886797 170318.73859049482 -74882.479453125008 8930.1066761363636 -159539.82505634017 -70364.946005621197 -22627.350622558595 -27029.985227272729 29972.567656250001 200192.43981250003 13557.827436249856 17370.661918900896 -82289.94731672616 -46723.808710169425 12010.170634318914 26077.542230326904
leaf_weight=4075234 66 209914 20201 6417 25 122 30 23 32 46 273 46 42 177 53 24 40 22 26 41 92 22 35 25 2357 1223 145 445 787 179
leaf_count=4075234 66 209914 20201 6417 25 122 30 23 32 46 273 46 42 177 53 24 40 22 26 41 92 22 35 25 2357 1223 145 445 787 179
internal_value=0 -130.439 754.859 -2877.9 8227.95 40940 -2310.2 101811 -260.22 -53103 4200.54 8419.06 4136.67 20932.1 -10204.7 27680.1 -9129.93 -24013.1 -82324.4 -10565.4 5151.13 45082.7 72784.7 100898 1855.86 6735.96 3412.1 6710.08 -4728.71 -25840.1
internal_weight=0 242930 33016 7679 1262 260 152 108 1002 78 924 858 812 374 438 117 93 321 48 197 156 64 83 60 25337 5136 3913 3768 1411 624
internal_count=4318164 242930 33016 7679 1262 260 152 108 1002 78 924 858 812 374 438 117 93 321 48 197 156 64 83 60 25337 5136 3913 3768 1411 624
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 6 0 3 5 1 0 1 0 0 0 3 3 5 5 6 5 3 5 5 5 0 3 0 4 5
split_gain=4.17625e+11 2.48776e+12 8.77813e+12 2.55557e+13 3.66114e+13 1.94146e+13 6.0337e+13 1.79947e+13 1.7096e+13 1.46989e+13 1.59458e+13 1.27529e+13 2.88954e+13 5.29839e+13 2.21466e+13 2.10898e+13 1.59945e+13 2.82412e+13 1.72041e+13 1.51945e+13 1.30745e+13 1.27513e+13 1.26932e+13 1.26079e+13 1.24043e+13 1.13325e+13 1.10035e+13 1.03201e+13 9.13337e+12 3.52614e+13
threshold=83.000022850000008 53.719078300000007 54.736324100000012 86.192907650000009 83.663637000000008 1.5000000000000002 54.484631300000011 17.500000000000004 70.50500000000001 91.910414550000013 53.973051950000006 91.398302750000013 54.194619400000008 53.973051950000006 54.484631300000011 13.500000000000002 6.5000000000000009 64.020000000000024 60.310000000000009 1.5000000000000002 125.85000000000001 3.5000000000000004 99.555000000000021 112.04500000000002 45.985000000000007 54.648549400000007 7.5000000000000009 54.484631300000011 2.5000000000000004 74.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 21 11 -11 12 13 15 -14 24 17 -13 26 -20 22 27 -19 -24 -5 -23 -18 -7 29 -21
right_child=1 2 -4 7 -6 8 -8 -9 -10 10 -12 16 14 -15 -16 -17 18 20 19 28 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.697802134322488 336.39659915668096 94300.744818037972 -86.431999040444907 617.2317685716888 -29874.807236225664 -14279.599864773872 -11175.691052598899 43292.710512071979 -47775.315911063764 -40473.649689555925 1883.0817976351984 3497.3836872642823 12264.085165303726 -44473.016119208361 -11731.54578938638 58600.881154186325 -13655.086793335357 25091.102924697767 -28621.298158703503 587.06303162787378 -38033.32317708333 -6750.96109857181 122427.66708984376 24724.295781250003 -8773.0408618760539 -24161.154298826557 6593.6906392988531 6301.4456234499703 -134.13153746040706 -62763.218893882877
leaf_weight=3782924 112010 79 401029 2452 691 312 173 94 99 190 167 3681 1713 346 496 53 309 548 323 314 30 1891 28 25 3300 466 2041 1112 1146 122
leaf_count=3782924 112010 79 401029 2452 691 312 173 94 99 190 167 3681 1713 346 496 53 309 548 323 314 30 1891 28 25 3300 466 2041 1112 1146 122
internal_value=0 -82.6767 -193.587 -2129.18 -8569.37 -5006.43 21890.3 -341.804 -6753.34 -579.112 -20659.7 -155.601 -2934.19 -6457.39 6876.2 -4191.51 2555.85 6848.07 -1793.86 -8856.26 26394.6 -5679.24 29610.7 76341.2 -4770.09 -10193.1 3931.19 1792.12 -4820.79 -17139.4
internal_weight=0 535240 423230 22201 4823 4132 252 17378 3880 17284 357 16927 8360 6151 2209 5805 8567 4312 4255 1905 631 3781 601 53 5752 2357 2350 1424 1582 436
internal_count=4318164 535240 423230 22201 4823 4132 252 17378 3880 17284 357 16927 8360 6151 2209 5805 8567 4312 4255 1905 631 3781 601 53 5752 2357 2350 1424 1582 436
is_linear=0
shrinkage=0.1


Tree=3722
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 5 2 5 2 1 3 5 3 2 2 5 5 3 2 1 1 0 1 5 3 5 2 3 3
split_gain=4.53586e+11 8.51709e+12 3.35064e+13 4.00755e+13 6.80014e+13 3.58542e+13 4.08481e+13 4.61555e+13 4.139e+13 3.02679e+13 2.86753e+13 2.66897e+13 2.6599e+13 2.4546e+13 3.03278e+13 2.20452e+13 2.51327e+13 4.90667e+13 3.1127e+13 2.24707e+13 1.92831e+13 3.96011e+13 5.49246e+13 2.4094e+13 1.84032e+13 2.47757e+13 1.92923e+13 1.8095e+13 3.28422e+13 1.76745e+13
threshold=53.204054050000003 52.719210700000012 114.17164950000002 50.158868250000005 86.810000000000016 95.020000000000024 161.85000000000002 4.5000000000000009 142.05000000000004 8.5000000000000018 93.043229050000022 8.5000000000000018 74.610000000000014 10.500000000000002 4.5000000000000009 5.5000000000000009 101.05000000000001 104.75000000000001 20.500000000000004 11.500000000000002 45.148007750000012 49.323301500000007 53.145783300000012 48.712293450000011 112.04500000000002 17.500000000000004 107.05000000000001 6.5000000000000009 8.5000000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 20 8 11 13 -9 -5 -8 -4 -7 -15 -16 19 -18 24 -17 -3 22 -22 -24 25 26 -19 28 -10 -23
right_child=-2 2 12 4 -6 6 7 9 27 -11 -12 -13 -14 14 15 16 17 18 -20 -21 21 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.8856794858920196 17.926276138891385 5310.9812034399292 25747.47011875211 -4639.98498706187 -52673.857049210666 2522.2941585154672 -45824.012723214284 66465.282524671056 120526.48673773871 -85518.989843750009 -37825.9098326608 -207237.33976562502 141681.22743252842 -10714.509579271791 130394.71466733872 129559.09226409314 -100730.5687639509 26264.008833007814 147607.36139322919 30785.582641892208 -1485.0968098299738 3044.7573744556394 -27757.624838377938 -78048.441044294726 -5975.653437500001 -30254.797031250004 153930.09893588364 159995.46340144231 -30493.661718750001 -3729.8769140486725
leaf_weight=976850 3306586 4703 197 10495 314 494 21 38 36 20 267 20 22 109 31 51 28 20 24 42 1282 8218 756 109 85 20 29 26 24 7247
leaf_count=976850 3306586 4703 197 10495 314 494 21 38 36 20 267 20 22 109 31 51 28 20 24 42 1282 8218 756 109 85 20 29 26 24 7247
internal_value=0 -58.5963 -1597.53 -1844.98 -6801.71 497.907 17973.6 -43351 23931.5 14056.9 -5463.31 -124562 37393.8 17812.7 35018.7 50124.5 41802.2 22322.1 41678.7 84951.7 -377.638 -1896.69 -14623.2 -34094.8 25170.3 63538.5 101821 90313.8 60118.4 -129.88
internal_weight=0 1.01158e+06 34728 34509 11076 23433 1118 99 1019 58 10762 41 219 933 439 330 299 206 178 93 22315 17612 2147 865 154 69 49 86 60 15465
internal_count=4318164 1011578 34728 34509 11076 23433 1118 99 1019 58 10762 41 219 933 439 330 299 206 178 93 22315 17612 2147 865 154 69 49 86 60 15465
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 3 1 1 1 4 5 1 0 0 4 0 3 5 0 6 0 3 1 0 3 3 0 2 3 1
split_gain=4.21358e+11 1.77949e+12 8.69296e+12 5.45412e+12 1.31334e+13 5.08852e+12 4.70824e+12 1.1277e+13 9.80945e+12 8.75909e+12 1.57057e+13 1.7183e+13 3.47066e+13 5.86154e+12 5.80496e+12 1.77226e+13 1.16091e+13 1.03143e+13 8.67856e+12 1.26637e+13 1.24869e+13 8.35238e+12 1.10097e+13 7.82625e+12 6.7691e+12 8.57805e+12 6.67947e+12 6.43323e+12 9.24382e+12 6.65709e+12
threshold=22.030000000000005 37.944765900000007 37.832345550000007 55.993277250000013 11.500000000000002 16.500000000000004 48.712293450000011 49.236330900000006 46.037218400000008 1.5000000000000002 13.050000000000002 49.111504200000006 55.784980300000008 55.993277250000013 1.5000000000000002 55.701368300000006 16.500000000000004 18.050000000000004 45.053747000000008 1.5000000000000002 45.040161900000008 12.500000000000002 39.694727950000008 55.851332700000007 5.5000000000000009 9.5000000000000018 47.272352350000006 9.5000000000000018 11.500000000000002 43.048525950000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 8 9 14 -8 11 -11 -13 -10 26 18 17 23 19 -16 27 -20 -23 -17 -25 -26 -3 28 29 -21
right_child=-2 6 3 4 -6 -7 7 -9 13 10 -12 12 -14 -15 15 16 -18 -19 21 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-274.20389641173847 4.3168587612562881 -329.3603495390833 -13704.729488808909 -12502.728666687013 58956.030259811057 -4224.3343319630976 -7816.3773367719305 -30.9462274995694 1803.1320074987627 -15937.411187500002 -37357.130572916671 2100.4132102272729 184114.28550781251 16815.122785631316 57554.155883290819 -48923.431485262787 -91238.647596153853 -62425.3930345185 -2406.2582427302073 7481.7699174487561 64248.338304924247 -43293.181476105012 27907.452596932872 -14621.677257037984 67474.702719907407 -16645.242755681818 3688.1738028974851 47510.412806919645 -54636.711013104839 -22742.245325520835
leaf_weight=27850 4237242 9776 775 64 43 2101 2659 27583 442 25 30 22 20 632 49 44 26 49 688 383 33 111 27 116 27 22 7176 28 31 90
leaf_count=27850 4237242 9776 775 64 43 2101 2659 27583 442 25 30 22 20 632 49 44 26 49 688 383 33 111 27 116 27 22 7176 28 31 90
internal_value=0 -226.04 -823.732 -5954.26 16214.3 -6779.03 141.879 -640.364 1343.52 -6739.62 22776.8 49702.4 88773.7 10637 809.081 -4719.32 -27549.9 -21131.7 -216.618 8787.65 4558.34 -6909.86 -29362.6 -11450.4 -1457.53 29706.6 1371.31 855.769 -1736.16 1730.9
internal_weight=0 80922 30833 2983 107 2876 50089 30339 19750 2756 97 67 42 1074 18676 1724 284 258 1440 614 565 826 138 209 165 49 16952 532 504 473
internal_count=4318164 80922 30833 2983 107 2876 50089 30339 19750 2756 97 67 42 1074 18676 1724 284 258 1440 614 565 826 138 209 165 49 16952 532 504 473
is_linear=0
shrinkage=0.1


Tree=3724
num_leaves=31
num_cat=0
split_feature=0 0 3 5 4 1 1 4 2 5 2 2 1 2 3 2 2 5 5 2 1 6 5 1 1 1 3 5 4 5
split_gain=4.26239e+11 2.72089e+12 1.69908e+13 1.47937e+13 1.75817e+13 1.59756e+13 1.37787e+13 1.43156e+13 1.14777e+13 1.63556e+13 1.21172e+13 1.12725e+13 1.06368e+13 1.0747e+13 1.04224e+13 1.05776e+13 1.13864e+13 1.03431e+13 2.99186e+13 2.90352e+13 1.89485e+13 1.19625e+13 9.71822e+12 9.49729e+12 9.23514e+12 8.52121e+12 8.51653e+12 7.55045e+12 8.19882e+12 3.73504e+13
threshold=44.982728700000003 45.005863250000004 7.5000000000000009 97.050000000000011 4.5000000000000009 39.047276750000002 39.021425200000003 1.5000000000000002 11.500000000000002 128.92000000000004 5.5000000000000009 10.500000000000002 39.016372550000007 12.500000000000002 22.500000000000004 13.500000000000002 8.5000000000000018 79.730000000000018 83.010000000000005 4.5000000000000009 40.810045900000013 1.5000000000000002 59.510000000000012 39.032393150000004 38.959914000000005 39.032393150000004 16.500000000000004 39.305000000000007 1.5000000000000002 48.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 5 8 6 11 -8 9 10 -5 -4 13 -13 15 16 25 22 19 -19 -20 -22 -2 -16 -24 -9 -17 -7 29 -29
right_child=1 -3 3 4 -6 27 7 14 -10 -11 -12 12 -14 -15 23 26 -18 18 20 -21 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-132.32202796644572 4463.0447055338682 0.077252013596364202 -7750.9287732301163 -38227.73751356337 37528.421655701757 2677.7414105633225 8495.134845546936 8329.477223928352 -41775.230901070929 62498.390234375001 -1227.9352171398345 64660.385759171193 -2665.4293622622281 -1564.3128597861842 25215.939897017044 116308.58216145833 2003.5689664909639 -22238.840936137356 -34301.876879287352 -133816.91058349609 74703.526562500003 11754.242521202374 -7872.9399639480689 -52986.887646484378 17656.805826154759 63807.732917815563 39624.416713169645 -1565.2575292185256 347.86013101295612 -23332.613806428835
leaf_weight=230447 5056 4054519 631 153 57 5467 805 38 178 28 210 69 115 38 44 30 83 86 82 32 36 187 163 24 1084 102 28 7349 10140 883
leaf_count=230447 5056 4054519 631 153 57 5467 805 38 178 28 210 69 115 38 44 30 83 86 82 32 36 187 163 24 1084 102 28 7349 10140 883
internal_value=0 7.45972 909.091 -231.255 -15421.1 136.65 8705.09 15828.7 -20725.4 -11142.6 -16822.9 -932.283 18448.6 41141.3 32744.3 41245.4 31350.7 5397.23 -9740.11 -52497.3 6802.02 21916.5 6413.11 -2385.06 14319.7 48749.3 79288.6 -584.725 -1555.55 -3900.12
internal_weight=0 4.08772e+06 33198 26472 626 25846 2007 1154 569 391 363 853 222 107 349 281 223 6726 423 118 305 223 6303 68 1247 140 58 23839 18372 8232
internal_count=4318164 4087717 33198 26472 626 25846 2007 1154 569 391 363 853 222 107 349 281 223 6726 423 118 305 223 6303 68 1247 140 58 23839 18372 8232
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 5 5 4 2 5 3 5 4 1 3 1 1 3 2 3 5 5 5 5 4 2 5 4 5
split_gain=4.28318e+11 1.0595e+13 6.80149e+12 1.56837e+13 7.13626e+13 4.45128e+13 5.12427e+13 3.11168e+13 7.85347e+13 3.38015e+13 3.28876e+13 3.66598e+13 2.86812e+13 5.07319e+13 2.65032e+13 2.45404e+13 2.41804e+13 2.28683e+13 4.91035e+13 3.08907e+13 2.52734e+13 2.42637e+13 2.27345e+13 2.15448e+13 3.17686e+13 2.10463e+13 2.2199e+13 2.08905e+13 2.03026e+13 1.94807e+13
threshold=44.039893800000009 39.188277450000008 43.642715500000008 39.826386800000009 40.810045900000013 7.5000000000000009 56.205000000000005 84.030000000000015 3.5000000000000004 2.5000000000000004 61.845000000000006 4.5000000000000009 65.50500000000001 2.5000000000000004 39.704585000000002 4.5000000000000009 41.900971000000006 40.247294600000011 5.5000000000000009 1.5000000000000002 3.5000000000000004 30.405000000000005 137.05000000000004 28.035000000000004 44.905000000000008 1.0000000180025095e-35 1.5000000000000002 38.455000000000005 1.0000000180025095e-35 69.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 14 5 6 17 9 15 10 -8 -12 -11 -14 -4 -9 -6 20 19 -19 23 28 -18 -5 -25 -22 -27 -20 -21 -16
right_child=-2 2 3 4 16 -7 7 8 -10 12 11 -13 13 -15 29 -17 22 18 27 21 25 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-42538.998880320069 -5.2068288654551633 -107.78040854397112 -1064.6594902205486 -32793.490208899457 -24263.947071478342 -111585.88267663046 117261.69444580079 59740.00440429688 153016.37885416669 56750.255845772888 -99490.745372596153 49067.104785156254 234877.86104600696 85181.81424180328 -22095.017116868123 -67904.822438524599 1781.168419829201 126791.24969429348 58038.023660714287 26644.766815476192 40005.403740832269 32327.524956901703 49940.187316278018 117341.25273437501 -24479.903977272726 43647.987445068364 -19805.583769555786 191023.25324074074 -98412.282628676476 -98668.345024181559
leaf_weight=58 4203278 97915 5028 23 356 23 32 20 30 70 26 46 36 61 159 61 9939 23 21 21 98 98 99 56 22 64 398 27 34 42
leaf_count=58 4203278 97915 5028 23 356 23 32 20 30 70 26 46 36 61 159 61 9939 23 21 21 98 98 99 56 22 64 398 27 34 42
internal_value=0 190.5 212.082 2063.88 4101.04 26284.9 28787.6 59397.9 14802.7 77663.9 32910.6 -4578.79 105534 140739 -2488.1 -36387.6 1347.81 15575.1 43188.6 18737.6 6217.37 2494.25 2256.14 52260.4 77340.4 -2086.82 -11015.5 132842 -50663.2 -38095.4
internal_weight=0 114886 114828 16913 11684 1290 1267 382 111 271 104 72 167 97 5229 81 10394 885 224 176 661 153 10038 101 78 560 462 48 55 201
internal_count=4318164 114886 114828 16913 11684 1290 1267 382 111 271 104 72 167 97 5229 81 10394 885 224 176 661 153 10038 101 78 560 462 48 55 201
is_linear=0
shrinkage=0.1


Tree=3726
num_leaves=31
num_cat=0
split_feature=0 3 2 1 5 4 5 2 5 1 3 5 5 4 2 5 5 0 3 5 1 3 5 5 1 5 4 2 5 6
split_gain=4.48661e+11 1.48636e+12 6.84721e+12 5.02014e+12 1.35383e+13 1.26742e+13 1.43209e+13 1.79287e+13 1.18851e+13 1.10577e+13 9.83609e+12 6.52536e+12 5.47489e+12 8.63686e+12 5.93476e+12 4.42667e+12 4.31772e+12 8.68249e+12 6.43705e+12 3.77754e+12 3.63291e+12 8.53857e+12 5.54357e+12 5.10987e+12 3.39396e+12 3.33243e+12 3.04581e+12 8.51945e+12 4.26174e+12 1.23713e+13
threshold=43.056445700000005 4.5000000000000009 4.5000000000000009 47.554129950000011 87.395000000000024 2.5000000000000004 107.05000000000001 2.5000000000000004 137.05000000000004 47.473138800000008 2.5000000000000004 177.02500000000003 80.815000000000012 4.5000000000000009 3.5000000000000004 84.030000000000015 75.750000000000014 42.966471700000007 3.5000000000000004 16.850000000000005 47.473138800000008 3.5000000000000004 46.810000000000009 30.990000000000006 47.282206100000003 59.810000000000009 2.5000000000000004 1.5000000000000002 66.990000000000023 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 -6 7 9 -8 24 -11 -10 -5 14 -14 16 19 -18 -19 -1 21 25 -23 -22 -7 -21 28 -28 29 -25
right_child=-2 -3 -4 12 5 6 8 -9 11 10 -12 -13 13 -15 -16 -17 17 18 -20 20 23 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=44672.416523436907 -2.7944414839539338 159.52915003759719 -44197.303881048392 1621.8749032797525 -28642.654506478659 23483.223093749999 -14417.254552801725 115679.33628472223 60496.163942307692 24027.449849759618 113803.13006114132 6772.6266796875007 -16358.617975467097 40727.901888020831 -67315.538371394228 -26171.123852539065 -24729.447952586208 6145.5072035845587 63526.778215225881 385.21228417450527 -22869.130665019915 4803.2104552901419 -23736.519766540529 -34798.275243219337 -30371.157705965914 18964.499036132813 41496.321093750004 -30317.417962531326 40500.063379845255 17386.469295823201
leaf_weight=20 4285952 29346 31 626 41 25 87 36 52 26 23 40 189 24 26 54 29 34 46 424 51 95 240 53 22 125 24 53 52 318
leaf_count=20 4285952 29346 31 626 41 25 87 36 52 26 23 40 189 24 26 54 29 34 46 424 51 95 240 53 22 125 24 53 52 318
internal_value=0 371.813 2545.46 3056.58 5844.99 23618.2 30507.9 55496.6 12080.5 32928.1 66167.1 37138.1 -3293.9 -16169.5 -22520.9 1978.38 2950.29 22147 39139.7 1512.19 910.653 -3061.73 -15643.2 7283.77 -1725.21 4615.47 10359.4 -7933.91 13689.3 9931.51
internal_weight=0 32212 2866 2835 1970 352 311 132 179 96 49 92 865 239 215 1618 1564 109 80 1455 1435 884 335 551 47 549 500 77 423 371
internal_count=4318164 32212 2866 2835 1970 352 311 132 179 96 49 92 865 239 215 1618 1564 109 80 1455 1435 884 335 551 47 549 500 77 423 371
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=31
num_cat=0
split_feature=0 5 4 3 3 5 1 5 1 1 0 5 3 2 3 3 5 3 5 6 3 3 3 1 5 5 5 0 3 0
split_gain=4.32451e+11 2.92393e+12 1.32256e+13 1.70015e+13 1.18486e+13 1.85753e+13 9.26786e+12 1.02124e+13 8.84185e+12 5.80501e+13 2.25287e+13 2.19703e+13 2.71756e+13 5.3844e+13 2.23137e+13 1.75348e+13 1.81187e+13 1.99038e+13 1.59226e+13 1.78737e+13 1.89319e+13 3.39636e+13 2.98083e+13 3.19681e+13 1.75425e+13 1.51845e+13 2.02489e+13 1.73228e+13 1.26165e+13 2.19072e+13
threshold=44.982728700000003 63.855000000000011 2.5000000000000004 21.500000000000004 18.500000000000004 59.810000000000009 47.473138800000008 58.305000000000007 37.737121850000008 37.752451500000006 44.732363600000006 69.015000000000015 20.500000000000004 17.500000000000004 22.500000000000004 10.500000000000002 93.00500000000001 3.5000000000000004 78.710000000000022 1.5000000000000002 8.5000000000000018 3.5000000000000004 2.5000000000000004 37.328003200000005 79.010000000000005 75.750000000000014 72.705000000000013 44.678200800000006 12.500000000000002 44.893607100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8 11 -10 -11 -3 18 14 -14 16 -12 -18 19 25 21 22 -21 -24 -20 26 -13 -28 29 -22
right_child=-2 8 3 -5 5 -7 7 -9 9 10 15 12 13 -15 -16 -17 17 -19 24 20 28 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-150.12542943768705 7.513872178475637 -5558.7115775247221 4159.4339480457793 84178.691947115396 -107883.2079844157 22605.580683593751 -19474.142284476195 5114.5545546385192 -37236.162788770853 -471.55561533986133 -10505.811061505965 5789.1594391702956 104165.75292119566 183357.72318750003 -8974.666685655382 26529.390124198719 -11881.507667824075 -83623.917764199752 -50462.836826609142 3818.3210974491008 19558.156072881418 -5353.6866268462927 159404.63409522804 13024.128429687502 1231.6679685607783 37048.152482358877 -108843.33791503907 -26318.400151800342 6306.3532766586986 55747.704385750752
leaf_weight=153189 4087717 2472 10461 26 24 20 359 319 442 55191 1806 183 23 25 72 117 81 74 67 66 628 713 37 25 3246 62 32 124 335 228
leaf_count=153189 4087717 2472 10461 26 24 20 359 319 442 55191 1806 183 23 25 72 117 81 74 67 66 628 713 37 25 3246 62 32 124 335 228
internal_value=0 -133.283 92.496 3408.31 3220.52 -48570.1 3425.1 -7905.12 -695.253 -1135.04 -856.41 2348.69 5680.96 52779.8 18417.2 -11078 -13321.8 -46132.7 4697.35 10840.1 14647.7 3161.01 50590.5 100380 186.231 -8454.03 -16776 -43246.6 22758.7 29197.4
internal_weight=0 230447 164398 11209 11183 44 11139 678 66049 57711 57269 8338 5866 120 95 2078 1961 155 5746 2433 2032 841 128 62 3313 401 339 156 1191 856
internal_count=4318164 230447 164398 11209 11183 44 11139 678 66049 57711 57269 8338 5866 120 95 2078 1961 155 5746 2433 2032 841 128 62 3313 401 339 156 1191 856
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=31
num_cat=0
split_feature=0 5 5 2 4 3 5 5 5 1 1 2 3 2 5 2 3 3 3 2 6 0 5 4 5 3 3 6 2 5
split_gain=4.62258e+11 1.34645e+12 3.05871e+12 3.06701e+12 2.99825e+12 3.4755e+12 5.32696e+12 6.23962e+12 5.87063e+12 3.76366e+12 2.72604e+12 3.08464e+12 5.06715e+12 1.02434e+13 4.85039e+12 1.92538e+13 1.63311e+13 8.86227e+12 1.73636e+13 1.38177e+13 9.61623e+12 8.20035e+12 8.02276e+12 5.74572e+12 5.14977e+12 1.4518e+13 2.16165e+13 1.41186e+13 1.04634e+13 9.91755e+12
threshold=43.056445700000005 39.995000000000012 47.815000000000005 4.5000000000000009 1.5000000000000002 3.5000000000000004 110.05000000000001 150.04500000000004 97.050000000000011 47.473138800000008 47.854228500000012 4.5000000000000009 16.500000000000004 2.5000000000000004 150.04500000000004 5.5000000000000009 6.5000000000000009 9.5000000000000018 7.5000000000000009 10.500000000000002 1.5000000000000002 42.966471700000007 177.02500000000003 4.5000000000000009 125.85000000000001 14.500000000000002 13.500000000000002 1.5000000000000002 5.5000000000000009 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 8 -8 -7 -4 11 12 -6 -14 24 16 23 18 -17 20 21 -19 -22 -16 29 26 27 28 -26 -13
right_child=-2 2 4 -5 10 6 7 -9 -10 -11 -12 14 13 -15 15 17 -18 19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-1756.2003306290571 -2.8364668907339174 5480.0116392278578 49021.503110532416 -198.37485487798293 -128.4834911826182 -2783.2083913788406 -68137.089814814826 -1334.6445043103449 49042.167187500003 -1674.57255859375 -3122.5697170734143 2469.1781035752265 -79263.338639322916 10525.14453125 -50853.849783972546 29648.513205645166 -118057.8891875 -35281.814415922621 -75362.287500000006 -32368.066532628676 119004.81448863636 46770.826983432111 32592.598065476192 10157.681667564655 36812.491259765629 82802.545159040194 -57854.299715909096 37564.059490569525 -15379.226020408163 -23538.899016227981
leaf_weight=2709 4285952 2335 27 1605 10162 3374 27 29 22 32 1801 9172 24 27 33 31 25 21 32 34 22 29 21 29 52 28 44 169 147 149
leaf_count=2709 4285952 2335 27 1605 10162 3374 27 29 22 32 1801 9172 24 27 33 31 25 21 32 34 22 29 21 29 52 28 44 169 147 149
internal_value=0 377.405 573.315 3166.86 173.574 -2540.6 -2951.92 -33543 -2447.47 21525.3 605.71 937.28 -286.281 -31728.3 2182.17 -10866.7 -49828.2 6973.59 -23690.3 22184.8 42128.9 12308.7 76803.5 -22316.2 2552.48 13124.3 8388.93 16309.3 -1741.19 2053.43
internal_weight=0 32212 29503 3940 25563 3511 3452 56 3396 59 22052 20251 10213 51 10038 277 87 190 63 127 93 50 43 62 9761 440 412 368 199 9321
internal_count=4318164 32212 29503 3940 25563 3511 3452 56 3396 59 22052 20251 10213 51 10038 277 87 190 63 127 93 50 43 62 9761 440 412 368 199 9321
is_linear=0
shrinkage=0.1


Tree=3729
num_leaves=31
num_cat=0
split_feature=0 6 0 1 5 2 5 5 1 5 1 5 3 5 3 3 2 1 0 5 1 3 5 5 3 2 1 5 2 5
split_gain=3.95415e+11 8.3194e+12 1.4276e+13 3.79642e+13 2.54391e+13 3.88121e+13 3.42524e+13 2.71104e+13 2.44854e+13 3.27241e+13 2.5349e+13 2.41011e+13 2.28327e+13 8.82636e+13 7.13294e+13 2.9198e+13 2.91312e+13 2.32583e+13 4.35207e+13 2.23431e+13 1.85713e+13 1.85562e+13 1.77092e+13 2.01312e+13 4.96835e+13 1.62963e+13 1.55789e+13 2.15951e+13 1.79491e+13 1.51973e+13
threshold=53.204054050000003 1.5000000000000002 52.719210700000012 45.148007750000012 161.85000000000002 4.5000000000000009 142.05000000000004 225.45000000000002 114.17164950000002 73.405000000000015 93.043229050000022 118.33500000000002 15.500000000000002 109.05000000000001 13.500000000000002 24.500000000000004 3.5000000000000004 49.323301500000007 53.145783300000012 66.990000000000023 48.712293450000011 5.5000000000000009 58.755000000000003 60.005000000000003 17.500000000000004 7.5000000000000009 50.158868250000005 67.00500000000001 11.500000000000002 60.310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 6 7 8 -6 10 -10 12 21 14 15 17 22 -17 18 -5 29 -20 -4 -14 24 -24 -7 28 -28 -19 -18
right_child=-2 2 3 4 5 25 -8 -9 9 -11 -12 -13 13 -15 -16 16 19 26 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=574.52925064192641 16.73735784247673 -109.75995302529208 -7438.0414005297971 -1558.4880953486925 -183996.71516203706 70764.179500679355 63121.980215097406 -36253.564605978259 17546.854866255089 152093.13933593751 -34731.76728209298 83144.243132267438 -12264.84352303235 131556.15262957319 55456.600271124596 -80372.100407608697 37717.023774488043 1059.2099946489584 -25339.109092985851 96370.369563802087 -70502.700218318059 12342.485220137722 9314.4890656502012 -26968.66052991978 -162309.83252744935 -48276.695652173919 -3283.2240194112828 -17909.116047188287 -43805.513786349824 -52547.777824519231
leaf_weight=173979 3306586 810388 621 1267 27 23 77 23 188 20 265 43 1116 41 209 23 66 9703 731 48 104 2007 31 671 37 23 8587 1144 90 26
leaf_count=173979 3306586 810388 621 1267 27 23 77 23 188 20 265 43 1116 41 209 23 66 9703 731 48 104 2007 31 671 37 23 8587 1144 90 26
internal_value=0 -54.7101 -185.41 -2438.4 -3670.7 -55047.2 -3468.92 -116035 -3679.35 30484 -3973.49 8883.39 -3632.36 -13699 -2683.1 -16650.1 23928.2 -3244.97 -13239.7 41063.3 -30964.3 7668.32 -20215.8 -32222.8 -84069.3 11243.7 -2168.92 -5002.68 646.893 12207.4
internal_weight=0 1.01158e+06 837599 27211 24540 96 24444 50 24367 208 24159 2671 23894 2059 21835 2018 163 21626 2102 140 835 2628 1855 739 68 46 19524 9731 9793 92
internal_count=4318164 1011578 837599 27211 24540 96 24444 50 24367 208 24159 2671 23894 2059 21835 2018 163 21626 2102 140 835 2628 1855 739 68 46 19524 9731 9793 92
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 3 5 1 6 3 1 5 0 0 0 3 0 0 0 5 0 3 0 3 4 3 0 5 4
split_gain=4.57192e+11 2.183e+13 5.22748e+13 9.09612e+13 5.68252e+13 3.99677e+13 2.91632e+13 2.74945e+13 1.9151e+13 3.95258e+13 3.78038e+13 3.36074e+13 4.21925e+13 3.27546e+13 5.9632e+13 3.67839e+13 8.23261e+13 8.26522e+13 7.78194e+13 7.5471e+13 5.00297e+13 3.06853e+13 3.0365e+13 2.91988e+13 2.75034e+13 2.65744e+13 3.17605e+13 2.56067e+13 2.44072e+13 2.37689e+13
threshold=47.854228500000012 47.473138800000008 43.056445700000005 56.143542450000005 94.040000000000006 58.040000000000006 5.5000000000000009 39.025000000000013 47.208373000000009 1.5000000000000002 23.500000000000004 46.037218400000008 49.995000000000012 56.281985950000006 58.242297500000006 56.093493200000005 9.5000000000000018 56.143542450000005 54.811549550000009 56.143542450000005 68.52500000000002 56.121679000000007 10.500000000000002 56.121679000000007 8.5000000000000018 4.5000000000000009 8.5000000000000018 43.592450450000008 114.05000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 6 -4 -5 -8 11 22 21 -1 -13 15 24 18 17 -17 27 23 29 -11 -10 -18 -15 26 -22 -14 -28 -19
right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 12 13 14 -16 16 19 20 -20 -21 25 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=4.8822798577156377 35.676494097078439 893.47177660951229 -12778.518677213488 8251.1883418625457 -64548.379049638395 -33499.792201385113 4081.1200159258829 -9908.7052766073793 4643.1098291826211 2035.4152674018512 -47040.688159350422 1092.9659874426022 -19007.179609179544 -53936.636412707056 41591.966153681278 -5531.020056374351 -24250.640911994411 18479.904527496456 -47335.683364675438 -53068.110126018328 71050.883299514811 9421.8524715436306 -9575.6726227620438 1152.3293636430335 -157235.72500000001 -45916.312742456903 32997.452911254273 3722.0924160122131 -82890.928515625012 -24750.594895294009
leaf_weight=2276405 1960871 18687 4236 2930 138 1193 2431 3328 2338 16712 143 7216 1018 183 64 2275 756 514 671 491 347 8477 4200 1127 30 29 199 966 20 169
leaf_count=2276405 1960871 18687 4236 2930 138 1193 2431 3328 2338 16712 143 7216 1018 183 64 2275 756 514 671 491 347 8477 4200 1127 30 29 199 966 20 169
internal_value=0 -29.6768 -2585.84 -7146.59 -882.141 -17331.9 129.015 -4003.29 6.55168 2441.04 4230.15 -27.2925 -4583.61 -9207.4 -43052.7 -8114.98 -3733.21 5900.51 -17896.8 -18151.3 26250.1 4521.22 -4491.01 -9046.63 -68485.8 47448.3 52232 -7940.41 22414 7783.05
internal_weight=0 2.35729e+06 32943 14256 8827 5429 8689 5759 2.32435e+06 31870 25332 2.29248e+06 16075 8859 277 8582 5927 3553 2655 2374 1278 25189 6538 1883 213 595 566 1984 219 683
internal_count=4318164 2357293 32943 14256 8827 5429 8689 5759 2324350 31870 25332 2292480 16075 8859 277 8582 5927 3553 2655 2374 1278 25189 6538 1883 213 595 566 1984 219 683
is_linear=0
shrinkage=0.1


Tree=3731
num_leaves=31
num_cat=0
split_feature=5 2 3 4 4 1 5 5 5 5 1 1 1 5 0 1 0 0 1 0 3 1 1 0 5 0 2 1 5 1
split_gain=4.21474e+11 6.3697e+12 4.41433e+13 2.38921e+13 3.71177e+13 3.57792e+13 3.91582e+13 3.73204e+13 3.98949e+13 2.15102e+13 2.85015e+13 1.95949e+13 4.61091e+13 2.74212e+13 2.27027e+13 2.06773e+13 1.84052e+13 1.70935e+13 2.40165e+13 1.61697e+13 2.95423e+13 3.19611e+13 8.95118e+13 4.97223e+13 4.59454e+13 6.74946e+13 3.12184e+13 4.98065e+13 4.95595e+13 2.52973e+13
threshold=62.385000000000012 7.5000000000000009 8.5000000000000018 2.5000000000000004 1.5000000000000002 30.278357500000002 94.040000000000006 70.00500000000001 81.910000000000011 67.990000000000023 40.247294600000011 37.620907050000007 37.342273500000012 65.50500000000001 55.619594000000006 92.928903050000017 56.143542450000005 59.939091550000008 30.315880100000005 59.904813200000007 13.500000000000002 30.346469350000003 30.323743050000001 60.029906750000002 63.855000000000011 59.963407450000012 11.500000000000002 30.370618100000005 81.910000000000011 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 16 6 7 -6 -9 10 -5 12 13 -7 -14 -13 -3 -11 -19 -4 21 22 24 -24 25 -21 27 -23 -28 -26
right_child=1 2 19 9 5 11 -8 8 -10 17 -12 15 14 -15 -16 -17 -18 18 -20 20 -22 26 23 -25 29 -27 28 -29 -30 -31
leaf_value=-18.201731764330397 232.19819653150927 -4744.5260351562501 -365.29580979110733 92684.288087890629 -49206.167697610297 -133173.43390625002 57433.525820312498 -212050.14262820515 -41090.975855654768 -11443.853266201257 -24009.305116102434 -35777.39129977522 6806.9109375000007 -7130.3088944692463 139633.48567918348 48047.378912550404 73582.165234375003 98637.930089285714 -11810.506987847222 118091.90999200994 66.940950605577257 -31162.26977377569 59228.310127889796 -10492.210268750001 -29948.12804867643 -8409.0702353395063 1690.6362315269446 2719.3465505848762 68920.527436111632 6374.700434006234
leaf_weight=3223874 706980 75 358623 50 85 20 20 39 21 1049 36 580 22 126 31 31 50 35 45 88 18753 514 563 125 206 81 323 2783 166 2770
leaf_count=3223874 706980 75 358623 50 85 20 20 39 21 1049 36 580 22 126 31 31 50 35 45 88 18753 514 563 125 206 81 323 2783 166 2770
internal_value=0 53.6239 -272.338 -14039.8 -24716.7 -31294 -73737.7 -91830.3 -152214 -4373.55 43835.8 -22648 4605.54 -24396.5 84497.9 -31524.4 26586.2 -8045.83 36510.7 -189.553 2200.3 7451.24 13888.2 46561.1 6740.72 57461.3 934.342 -2562.77 24513.1 3860.42
internal_weight=0 1.09429e+06 387310 2315 1100 975 165 145 60 1215 86 810 199 146 53 611 125 1129 80 384995 26372 7619 3833 688 3145 169 3786 3297 489 2976
internal_count=4318164 1094290 387310 2315 1100 975 165 145 60 1215 86 810 199 146 53 611 125 1129 80 384995 26372 7619 3833 688 3145 169 3786 3297 489 2976
is_linear=0
shrinkage=0.1


Tree=3732
num_leaves=31
num_cat=0
split_feature=0 1 0 3 5 0 3 5 4 5 3 3 3 5 2 0 1 3 5 5 5 5 3 5 1 3 3 5 5 2
split_gain=4.75261e+11 1.49706e+13 1.40553e+14 9.29332e+13 7.15555e+13 6.91499e+13 6.59527e+13 4.6891e+13 3.68203e+13 4.15728e+13 4.43455e+13 4.0923e+13 4.11322e+13 3.25119e+13 3.23816e+13 3.09833e+13 8.17202e+13 8.3962e+13 3.5005e+13 3.43429e+13 3.17019e+13 6.49838e+13 3.61733e+13 2.84105e+13 2.61897e+13 7.5139e+13 4.12998e+13 3.15727e+13 3.88611e+13 3.13736e+13
threshold=57.106514900000001 65.58467570000002 57.131524800000008 5.5000000000000009 18.050000000000004 57.147575200000006 9.5000000000000018 112.04500000000002 2.5000000000000004 95.020000000000024 11.500000000000002 17.500000000000004 14.500000000000002 142.05000000000004 12.500000000000002 57.117834900000013 61.42204370000001 11.500000000000002 70.50500000000001 120.05000000000001 99.555000000000021 95.020000000000024 9.5000000000000018 66.50500000000001 65.565203050000022 14.500000000000002 15.500000000000002 85.91500000000002 101.05000000000001 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 -3 -5 6 7 -4 11 -10 13 12 23 -11 -12 16 -2 19 -19 20 21 -18 -23 -8 26 -26 -20 -28 -29 -27
right_child=1 2 5 4 -6 -7 8 -9 9 10 14 -13 -14 -15 -16 -17 17 18 24 -21 -22 22 -24 -25 25 29 27 28 -30 -31
leaf_value=14.67617134822391 -78248.015360654637 11751.208816757415 341.26189903297723 2682.8316036415972 -25783.387030183825 -931.85849387865983 19215.533775511929 138077.22662500001 87144.700433809674 38747.844531250004 -49498.769209698934 -35766.327164850314 41135.289979918824 192402.76947544643 56070.524618055555 -48.504720387869895 22690.451002089874 3906.5810498872875 -25474.771387020573 -34863.799759476271 55258.537751582837 49658.034273726858 -81665.061483959449 -34581.808867806445 -1424.2712719188019 -41053.865502763605 -3176.0071819914492 75208.817361111112 -43654.182226562501 -112623.60233537946
leaf_weight=3611408 116 1079 2183 1095 4562 31595 318 25 199 40 82 119 697 21 45 653331 2478 6691 364 108 269 27 94 142 408 147 238 144 34 105
leaf_count=3611408 116 1079 2183 1095 4562 31595 318 25 199 40 82 119 697 21 45 653331 2478 6691 364 108 269 27 94 142 408 147 238 144 34 105
internal_value=0 -74.9929 -1901.34 -15143.5 -20273.3 613.723 13228.7 1900.77 28269.1 55288 21567.3 20074.5 25817.8 91645.4 -12092.3 40.9878 5250.67 6122.72 862.693 20494.1 22578.7 19196.3 -52361.6 2608.53 -13280.8 -27941.7 -875.486 20648.9 52504.6 -70874.6
internal_weight=0 706756 42202 6736 5657 35466 3871 2208 1663 387 188 1276 1157 61 127 664554 11223 11107 8131 2976 2868 2599 121 460 1440 660 780 416 178 252
internal_count=4318164 706756 42202 6736 5657 35466 3871 2208 1663 387 188 1276 1157 61 127 664554 11223 11107 8131 2976 2868 2599 121 460 1440 660 780 416 178 252
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=31
num_cat=0
split_feature=5 3 0 3 5 1 1 6 1 2 2 0 0 5 5 3 2 1 5 3 0 3 2 2 3 1 0 5 5 1
split_gain=4.63755e+11 3.17292e+12 3.21688e+12 1.17004e+13 1.21176e+13 9.18677e+12 9.32305e+12 7.75566e+12 1.15844e+13 7.49688e+12 3.42082e+12 3.1696e+12 2.28777e+13 3.12384e+13 5.10985e+13 3.73765e+13 4.85199e+13 4.12412e+13 3.30947e+13 4.40972e+13 2.96568e+13 2.77192e+13 2.51583e+13 1.28622e+14 1.1005e+14 2.19361e+13 2.02404e+13 3.61202e+13 4.271e+13 3.58022e+13
threshold=87.395000000000024 1.5000000000000002 63.563300600000012 6.5000000000000009 123.15000000000002 39.787929450000007 60.08989780000001 1.5000000000000002 53.243495500000009 7.5000000000000009 5.5000000000000009 59.846652800000008 59.755965500000009 116.06000000000002 112.04500000000002 13.500000000000002 8.5000000000000018 30.278357500000002 107.05000000000001 10.500000000000002 59.834458500000004 17.500000000000004 11.500000000000002 9.5000000000000018 22.500000000000004 30.410108300000001 59.820733200000006 94.040000000000006 102.01000000000001 30.362552800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 4 5 -4 -7 -5 10 -10 -9 12 -3 14 18 17 -17 -15 22 -20 -21 -18 23 -14 -25 -19 -24 29 -29 -28
right_child=1 2 3 7 -6 6 -8 8 9 -11 -12 -13 13 15 -16 16 21 25 19 20 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=8.0012696967365855 5263.9103364275834 -183.90358596300942 10854.461376953126 -34249.730814302886 20088.945105698531 -100811.62487067145 -34310.430644132655 30028.241749526514 9820.9427338805381 -55051.882218070656 79068.431492187505 810.14693256285034 -1407.8591551724487 -34326.827841395549 83401.35871542008 108115.32454202588 -116913.67220262096 -221015.92005208335 52955.922321428574 -125178.26417410714 -8969.6603393554688 3442.1170000000002 -20083.899748748485 -44983.995190104171 -255736.60777027026 -90730.284852818091 -24455.368966990503 105351.1573709239 -35701.926004464287 117442.74252232144
leaf_weight=4075234 1084 209253 21 39 34 37 49 33 79 23 25 30388 967 73 61 29 31 24 28 70 32 50 103 75 37 28 116 92 28 21
leaf_count=4075234 1084 209253 21 39 34 37 49 33 79 23 25 30388 967 73 61 29 31 24 28 70 32 50 103 75 37 28 116 92 28 21
internal_value=0 -134.224 -158.42 -9878.56 -31916.8 -48442 -62921.4 5736.5 15483.1 -4807.24 51166.3 -144.735 -282.179 -11308.7 -6394.62 -45393.9 -2880.67 -82805.5 -9885.73 -58205.7 -88720.7 -42620 -5520.48 -13158 -114608 -150862 17370.8 32381.8 72438.8 -2704.56
internal_weight=0 242930 241846 340 141 107 86 199 160 102 58 241506 211118 1865 1630 235 110 125 1569 130 102 81 1439 1079 112 52 360 257 120 137
internal_count=4318164 242930 241846 340 141 107 86 199 160 102 58 241506 211118 1865 1630 235 110 125 1569 130 102 81 1439 1079 112 52 360 257 120 137
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 1 5 2 5 3 0 5 3 3 2 5 5 3 3 2 5 3 5 5 2 5 1 5 2
split_gain=4.39405e+11 1.05544e+13 1.24295e+13 1.13671e+13 1.88555e+13 1.79206e+13 2.78075e+13 2.677e+13 1.63133e+13 3.60187e+13 1.62117e+13 1.86233e+13 1.5671e+13 4.50226e+13 1.0026e+14 7.63123e+13 2.58652e+13 3.31677e+13 6.63076e+13 2.63342e+13 2.32286e+13 2.1565e+13 1.77977e+13 7.06259e+13 4.83228e+13 4.58112e+13 1.71005e+13 1.52411e+13 1.80731e+13 1.9192e+13
threshold=43.574807850000006 44.005491150000005 56.635684300000008 56.338501050000012 56.320495600000008 24.500000000000004 43.94115175000001 77.715000000000018 11.500000000000002 75.015000000000015 21.500000000000004 56.281985950000006 92.035000000000011 11.500000000000002 6.5000000000000009 4.5000000000000009 85.91500000000002 84.030000000000015 8.5000000000000018 8.5000000000000018 1.5000000000000002 112.04500000000002 5.5000000000000009 132.05000000000004 107.05000000000001 2.5000000000000004 95.020000000000024 43.868031300000006 101.05000000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 -7 -8 12 -10 -2 -12 16 14 15 20 17 -6 -19 -18 -14 -16 23 24 -22 -25 -15 28 -5 -30
right_child=1 -3 -4 27 8 6 7 -9 9 -11 11 -13 13 26 21 -17 19 18 -20 -21 22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-32.135303040028376 1535.7494590239908 -7.2793920660202076 -63075.02759440105 -40.780745482815604 -3455.0292038387984 -32134.437663051063 19713.413275058541 88329.965050551473 -8465.591259980034 -76255.506989796966 -26863.989055259968 2586.8187774082398 -26891.44715401786 158926.24174804689 -65188.487431066183 -117880.65972521552 -115293.63655273437 207746.9086115057 -28140.219981971157 -18103.359544836956 94904.154525862075 -180139.86572672529 18493.685391512783 127996.17837975545 291444.02386363636 -53681.554118303575 54857.386343749997 8481.7561992484461 -6182.7126890120971 100485.05232263514
leaf_weight=2143177 46952 2109068 30 5079 6557 84 347 68 427 96 435 424 28 20 51 29 40 22 26 92 29 24 44 23 22 35 75 4792 31 37
leaf_count=2143177 46952 2109068 30 5079 6557 84 347 68 427 96 435 424 28 20 51 29 40 22 26 92 29 24 44 23 22 35 75 4792 31 37
internal_value=0 31.6653 1277.69 1307 753.403 1483.44 20336.1 30956.6 -3862.87 -20908.9 1286.68 -12327.2 -2610.22 17147.7 -2725.26 32720.3 -3724.67 -2848.73 79974.7 -47555 56849.8 -101973 72175 93844.5 179686 18363.1 76766.6 4423.36 644.872 51857.1
internal_weight=0 2.17499e+06 65919 65889 55950 48310 499 415 7640 523 47811 859 7117 380 285 210 6737 6605 48 132 181 75 153 109 51 58 95 9939 5147 68
internal_count=4318164 2174987 65919 65889 55950 48310 499 415 7640 523 47811 859 7117 380 285 210 6737 6605 48 132 181 75 153 109 51 58 95 9939 5147 68
is_linear=0
shrinkage=0.1


Tree=3735
num_leaves=31
num_cat=0
split_feature=0 0 5 3 5 3 3 3 1 5 1 1 3 5 5 5 5 5 5 1 5 3 5 5 3 5 5 2 1 1
split_gain=4.53025e+11 1.92329e+13 5.05129e+13 3.79359e+13 3.83981e+13 3.1113e+13 7.77303e+13 4.4505e+13 5.78605e+13 5.24956e+13 3.16818e+13 9.27062e+13 3.90467e+13 1.24859e+14 3.11237e+13 3.05207e+13 2.53584e+13 2.33138e+13 2.26319e+13 2.62391e+13 3.86491e+13 4.32375e+13 2.19981e+13 2.19747e+13 1.95456e+13 5.72171e+13 2.65154e+13 3.16792e+13 2.41003e+13 3.40405e+13
threshold=55.975961550000008 55.993277250000013 110.05000000000001 14.500000000000002 150.04500000000004 16.500000000000004 12.500000000000002 11.500000000000002 37.214886200000009 54.990000000000002 37.275078000000001 37.328003200000005 4.5000000000000009 74.610000000000014 59.510000000000012 92.035000000000011 50.805000000000007 51.815000000000005 53.705000000000005 37.726745000000001 76.00500000000001 14.500000000000002 39.355000000000011 63.005000000000003 20.500000000000004 80.815000000000012 72.705000000000013 8.5000000000000018 37.214886200000009 92.815157350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 10 9 17 12 16 -2 14 -14 18 -12 -9 -8 20 23 -22 -7 -20 25 26 28 -28 -24 -30
right_child=1 -3 3 -5 -6 22 15 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=20.403404639180199 -26215.401738402565 -5.3369013284717033 180534.25159696693 -36975.903428819445 39727.751631944448 -209.6637712829237 6959.9213525710775 -41167.336852289838 39343.74570373536 -110351.17476185581 -43449.329461805559 -3413.9602889419593 31159.992143826283 243685.39894831731 -30695.845269956684 122745.76724537037 -122181.35625846354 46987.478075493709 46608.32489130435 14273.905027309092 40175.337503487724 -110843.22642728366 -33251.535045090997 111789.41991771942 -4299.214688496384 -77037.392178846916 62185.648357504993 -19071.347349330357 3453.9366607514189 -25273.804147890129
leaf_weight=3091448 161 1210323 34 27 45 1730 1182 180 80 114 90 7103 418 26 101 27 75 36 115 479 70 26 716 94 1463 158 94 98 804 847
leaf_count=3091448 161 1210323 34 27 45 1730 1182 180 80 114 90 7103 418 26 101 27 75 36 115 479 70 26 716 94 1463 158 94 98 804 847
internal_value=0 -51.4186 -3453.71 65354.4 100328 -3901.53 -603.093 -4822.85 -36953.9 -55450.3 -3170.76 -5135.31 17053.5 29835.6 19122.5 17148.3 -79236.6 -26474.9 15698 28872.1 51798.4 -725.524 -9693.06 75924.2 -13618 -18635.8 -15029.9 20710.7 -17929 -11284
internal_weight=0 1.22672e+06 16393 106 79 16287 10377 8384 410 330 7974 7268 706 545 519 1993 165 216 1966 784 305 96 5910 209 4180 2717 2559 192 2367 1651
internal_count=4318164 1226716 16393 106 79 16287 10377 8384 410 330 7974 7268 706 545 519 1993 165 216 1966 784 305 96 5910 209 4180 2717 2559 192 2367 1651
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=31
num_cat=0
split_feature=1 4 1 5 6 5 5 2 2 1 2 6 5 6 5 0 0 5 5 3 0 3 0 5 3 5 1 3 3 6
split_gain=4.63444e+11 1.97012e+12 6.83928e+12 9.23192e+12 1.1618e+13 7.55258e+12 6.71732e+12 9.88609e+12 1.2036e+13 1.70613e+13 9.6051e+12 7.13079e+12 5.62194e+12 6.02393e+12 9.01408e+12 8.17637e+12 6.98182e+12 1.178e+13 8.3657e+12 6.4266e+12 5.54305e+12 5.19971e+12 6.72606e+12 4.95017e+12 4.9107e+12 1.0548e+13 9.96549e+12 9.95725e+12 1.59767e+13 6.54916e+12
threshold=91.398302750000013 1.5000000000000002 91.910414550000013 33.395000000000003 1.5000000000000002 47.815000000000005 48.035000000000004 5.5000000000000009 8.5000000000000018 113.46563545000002 14.500000000000002 1.5000000000000002 177.02500000000003 1.5000000000000002 73.995000000000019 56.110481950000008 51.83362145000001 53.705000000000005 50.410000000000004 21.500000000000004 56.093493200000005 5.5000000000000009 53.719078300000007 39.355000000000011 14.500000000000002 48.035000000000004 92.815157350000007 18.500000000000004 16.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 23 -4 7 -7 9 -9 -10 -12 13 14 15 -8 17 18 -15 -16 -18 22 -6 -5 -3 26 -26 28 -28 -27
right_child=1 24 5 4 21 6 12 8 10 -11 11 -13 -14 16 19 -17 20 -19 -20 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-6.0409162327436725 -1735.5073618094846 165.92296155800682 -370.17570951626732 7697.630508560318 5209.6364542450392 5951.877499200602 -15547.343267218714 -1402.4988188244049 16476.016554129466 -80636.197534496765 -78840.176687500003 -8486.7359992532183 -42020.470525801815 -13694.22234221814 72872.992500000008 30906.608687744141 5673.1772821738259 -41025.298616868626 53574.307100282866 4744.9479817708334 -16384.325516347813 7921.1544209593503 27285.490881255875 -11248.994338033488 -2351.839029947917 3628.2475137968013 13919.343829080331 5334.9724936939228 59924.499948120123 -1231.8619982181342
leaf_weight=4176165 1768 81765 41526 222 211 113 718 42 70 77 25 34 38 51 20 40 1107 98 29 45 127 994 399 364 270 6431 184 229 128 4874
leaf_count=4176165 1768 81765 41526 222 211 113 718 42 70 77 25 34 38 51 20 40 1107 98 29 45 127 994 399 364 270 6431 184 229 128 4874
internal_value=0 177.662 -342.62 3639.62 7979 -699.543 -5892.15 -18563.9 -29734.4 -52671.4 -8575.44 -38297.5 -3879.61 -3231.13 -10031.3 -13095.9 732.414 -17782.2 10690.6 25707.4 3403.08 12381.4 19649.4 -4071.26 444.329 2323.16 13339.3 21170.4 32793.3 1532.88
internal_weight=0 141999 48118 3958 2190 44160 2634 361 248 119 129 59 2273 2235 823 758 1412 178 80 65 1234 1604 610 586 93881 12116 811 541 312 11305
internal_count=4318164 141999 48118 3958 2190 44160 2634 361 248 119 129 59 2273 2235 823 758 1412 178 80 65 1234 1604 610 586 93881 12116 811 541 312 11305
is_linear=0
shrinkage=0.1


Tree=3737
num_leaves=31
num_cat=0
split_feature=0 3 2 3 1 5 4 5 1 1 1 5 3 0 6 5 5 1 0 3 5 2 4 2 5 5 5 1 6 1
split_gain=4.55503e+11 2.74235e+12 1.71963e+13 3.33725e+13 1.97729e+13 3.53918e+13 1.11529e+13 1.12146e+13 1.0295e+13 2.75093e+13 2.15326e+13 1.64345e+13 1.47478e+13 1.48277e+13 1.35377e+13 1.34981e+13 4.12898e+13 3.56178e+13 3.08087e+13 2.7414e+13 2.94342e+13 2.67138e+13 3.68183e+13 2.03155e+13 2.81104e+13 2.34249e+13 1.64399e+13 1.51805e+13 3.74755e+13 2.75612e+13
threshold=44.982728700000003 22.500000000000004 17.500000000000004 26.500000000000004 37.737121850000008 70.50500000000001 1.0000000180025095e-35 36.515000000000008 37.777459000000007 39.718803500000007 39.080602550000002 90.015000000000015 26.500000000000004 43.514103700000014 1.5000000000000002 51.405000000000008 49.995000000000012 39.753614400000011 43.592450450000008 23.500000000000004 44.205000000000005 13.500000000000002 2.5000000000000004 14.500000000000002 95.020000000000024 105.35000000000001 66.990000000000023 39.726951800000002 1.5000000000000002 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -6 -8 11 10 14 -3 15 -14 -10 16 19 -18 23 -11 -21 22 -20 25 26 27 -25 28 -17 -29
right_child=-2 2 3 -5 6 -7 7 -9 9 12 -12 -13 13 -15 -16 18 17 -19 21 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-102.57328208794459 7.711540499089816 -13391.450357500002 21341.913896668633 -106250.44708806819 -58887.802929687503 169886.21324728263 75190.043010602691 9034.598942272869 44653.607362432071 81990.856423611112 57126.766138300627 -73532.433434311228 -22606.662053571432 71797.270255335359 -21106.324416055486 50624.558423913048 -3107.748668323864 173047.50330403645 -89440.793813004042 -11232.705256177325 -116970.32140625 -177040.49203125003 56433.767773437503 29483.55188598633 -47505.557437500007 46019.993266369049 152242.94953125002 49526.191805186172 -93081.05150458758 -43935.221030171713
leaf_weight=228202 4087717 625 53 22 22 23 28 302 46 27 121 49 28 41 98 23 22 24 62 215 30 20 24 24 25 42 20 47 86 96
leaf_count=228202 4087717 625 53 22 22 23 28 302 46 27 121 49 28 41 98 23 22 24 62 215 30 20 24 24 25 42 20 47 86 96
internal_value=0 -136.789 -3614.77 13865 20039.1 66296.1 10051.8 14647.8 -7996.88 -2124.58 26030.1 -17763.7 -10840.7 33488.4 -99.6795 -14727.2 1177.3 88799.3 -25511.1 -13641.1 -24180.2 -72940.8 -48731.6 -11661.1 37171.4 -23121.8 85283.3 -34645.5 -62757.8 -13217.1
internal_weight=0 230447 2245 450 428 76 352 330 1795 1121 265 674 856 69 144 787 318 46 469 272 245 106 86 363 69 294 44 252 109 143
internal_count=4318164 230447 2245 450 428 76 352 330 1795 1121 265 674 856 69 144 787 318 46 469 272 245 106 86 363 69 294 44 252 109 143
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=31
num_cat=0
split_feature=2 3 3 2 0 0 5 5 5 1 0 5 0 5 0 0 0 0 3 0 5 0 5 1 1 1 3 0 3 5
split_gain=4.15664e+11 3.61382e+12 7.76336e+12 6.11969e+12 7.46183e+12 1.08391e+13 9.4909e+12 7.1708e+12 1.19505e+13 9.3461e+12 8.13224e+12 6.8487e+12 6.47749e+12 5.61398e+12 5.37146e+12 1.36975e+13 6.65853e+12 6.27792e+12 5.05668e+12 6.54466e+12 6.65102e+12 6.77944e+12 5.08411e+12 5.0278e+12 9.15332e+12 9.50742e+12 1.39459e+13 3.66547e+13 9.57845e+12 9.33931e+12
threshold=5.5000000000000009 32.500000000000007 29.500000000000004 3.5000000000000004 55.657530000000008 55.695992150000002 56.835000000000008 53.995000000000012 51.815000000000005 37.342273500000012 56.831297550000009 105.35000000000001 55.68356880000001 31.010000000000002 55.769960200000007 55.755036050000008 59.820733200000006 55.751981950000008 31.500000000000004 55.645049100000001 45.305000000000007 55.701368300000006 37.305000000000007 50.158868250000005 37.620907050000007 37.559851850000008 34.500000000000007 55.842510000000011 37.500000000000007 45.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 12 8 9 -5 18 13 -6 -7 15 17 -16 -15 19 -11 21 -21 -20 24 25 -3 27 -27 -28 -26
right_child=-2 23 3 7 5 11 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19 22 20 -22 -23 -24 -25 29 26 28 -29 -30 -31
leaf_value=-25.630681843292336 36.039896679916048 4460.940562964438 -18655.534733442826 34497.852986653648 -19540.706169782366 32275.971829578491 90271.96299540202 -21034.190341159989 62253.13665865385 4679.3340193563436 47206.177512428985 48727.540234375003 44589.590407986114 -18316.556769214032 5778.7512060216959 -92923.5231534091 -35795.937254723838 29364.834840303312 -25964.464159046522 -69416.867968749997 -66292.100501907698 -14021.338415919196 16172.147368044971 -5746.0175742118054 2603.2943373907183 -131792.47421874999 66331.153978587972 -10958.080785670427 -11151.678786057693 23072.331583759511
leaf_weight=2475680 1838026 951 187 48 28 43 24 460 26 67 22 27 36 147 370 22 43 34 44 26 43 147 82 457 420 31 27 132 39 475
leaf_count=2475680 1838026 951 187 48 28 43 24 460 26 67 22 27 36 147 370 22 43 34 44 26 43 147 82 457 420 31 27 132 39 475
internal_value=0 -26.7091 -30.568 -6376.97 -728.404 3602.83 36643.3 -12002.1 -3774.9 -7358.89 -12020.4 -635.603 16532.6 -2658.07 -5096.65 -18416 1450.15 -9359.83 -15206.2 -22625.5 -31095.1 -22346.7 1457.78 3749.27 5840.52 56.2261 -18235.8 -33938.9 20545.8 13466.7
internal_weight=0 2.48014e+06 2.47761e+06 1926 961 774 88 965 505 479 431 686 64 659 616 203 413 181 409 283 216 173 126 2532 2075 1180 229 163 66 895
internal_count=4318164 2480138 2477606 1926 961 774 88 965 505 479 431 686 64 659 616 203 413 181 409 283 216 173 126 2532 2075 1180 229 163 66 895
is_linear=0
shrinkage=0.1


Tree=3739
num_leaves=31
num_cat=0
split_feature=1 0 1 5 3 5 2 3 0 2 1 1 5 2 2 2 2 5 3 5 5 3 0 3 1 0 5 5 2 5
split_gain=4.16098e+11 9.33695e+12 4.8055e+13 5.17202e+13 2.78002e+13 4.43873e+13 3.48456e+13 3.45546e+13 2.70992e+13 2.48127e+13 2.39419e+13 2.30214e+13 3.98122e+13 2.22122e+13 2.02598e+13 2.0127e+13 3.27093e+13 1.94683e+13 1.6045e+13 1.39403e+13 2.59668e+13 1.39758e+13 1.38853e+13 1.75808e+13 1.45603e+13 1.52504e+13 1.30941e+13 1.79461e+13 1.69997e+13 1.27e+13
threshold=82.91993380000001 55.055104550000003 82.957885500000017 43.810000000000009 7.5000000000000009 120.05000000000001 3.5000000000000004 17.500000000000004 55.120365700000008 2.5000000000000004 82.940215400000014 82.933113850000026 88.015000000000015 23.500000000000004 4.5000000000000009 12.500000000000002 10.500000000000002 52.405000000000008 20.500000000000004 94.040000000000006 87.395000000000024 25.500000000000004 55.110554300000004 21.500000000000004 82.945329900000004 55.099723300000008 96.015000000000015 66.040000000000006 4.5000000000000009 49.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 17 9 -5 -11 19 22 14 -14 16 18 -6 -16 20 21 -9 24 -24 25 29 27 -8 -29 -13
right_child=1 2 -4 4 7 -7 26 11 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=16.179531130884364 87.329955848297232 512.91319083041981 100.74690062287641 1507.3169492968086 -4469.6236436066038 148977.45443359375 -6009.5830002652956 -12687.155436426279 -15726.342238524179 -6803.8890282927259 34778.524255716577 -7466.0710350960917 -30988.417187500003 -25408.100381097564 26619.208675986843 36712.2719576749 207980.70852272728 -15082.61019668 137275.81539062501 -42412.553637144621 99140.091335227276 23284.187533674572 -4648.7623179743841 -47282.926523806018 -34028.291151194855 40020.120489721507 60048.873030598967 5526.6189453125007 -41299.782537081075 13339.367455260735
leaf_weight=3395675 760397 13301 130368 882 2202 20 854 1568 403 177 636 487 24 41 38 99 22 8037 20 133 22 116 1105 106 85 139 24 100 345 738
leaf_count=3395675 760397 13301 130368 882 2202 20 854 1568 403 177 636 487 24 41 38 99 22 8037 20 133 22 116 1105 106 85 139 24 100 345 738
internal_value=0 -59.5567 -748.623 -4239.06 -7669.88 435.735 -432.676 -9531.55 7581.79 13123.5 25725.5 -2475.35 3068.76 41728.2 55287.8 66855.5 104158 -12800.2 64776.7 -11230.2 -8799.19 -10209.3 -477.445 -8380.57 6127.58 8629.97 -13141.9 -14494.2 -30777 5068.14
internal_weight=0 922489 162092 31724 18423 3441 3421 14982 2098 1695 813 4743 2904 244 203 179 80 10239 58 1839 1706 1684 2660 1211 1449 1364 1323 1299 445 1225
internal_count=4318164 922489 162092 31724 18423 3441 3421 14982 2098 1695 813 4743 2904 244 203 179 80 10239 58 1839 1706 1684 2660 1211 1449 1364 1323 1299 445 1225
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=31
num_cat=0
split_feature=1 1 5 0 5 5 2 2 0 6 5 0 2 5 2 2 5 2 0 2 5 5 5 5 4 0 5 4 0 2
split_gain=4.5833e+11 5.84575e+12 9.60758e+12 1.03201e+13 2.26028e+13 2.391e+13 8.37277e+12 1.93048e+13 1.48629e+13 2.1835e+13 1.22104e+13 8.16806e+12 1.01524e+13 8.05093e+12 7.98183e+12 7.78793e+12 1.19868e+13 1.0808e+13 1.8053e+13 1.33334e+13 1.06078e+13 8.94659e+12 6.96882e+12 7.17831e+12 6.96419e+12 1.00634e+13 6.29993e+12 5.83028e+12 5.66648e+12 5.31975e+12
threshold=82.970752000000019 82.97193200000001 32.355000000000011 54.947737500000009 78.710000000000022 80.815000000000012 6.5000000000000009 2.5000000000000004 54.990279300000005 1.5000000000000002 58.305000000000007 55.061033200000004 4.5000000000000009 39.005000000000003 7.5000000000000009 12.500000000000002 73.405000000000015 8.5000000000000018 54.945614000000006 5.5000000000000009 85.91500000000002 40.605000000000011 59.810000000000009 48.945000000000007 1.5000000000000002 54.99493995000001 32.475000000000001 1.0000000180025095e-35 55.078308950000007 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 13 6 -6 7 10 9 -8 -5 12 26 -4 -11 16 21 19 -19 20 -18 -15 23 -14 -10 -26 -9 -2 -12 -23
right_child=1 -3 3 4 5 -7 8 11 24 14 28 -13 22 15 -16 -17 17 18 -20 -21 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=13.774462913961436 24898.572255710664 -28.473716955722239 -10855.702101301227 -5759.1537407309324 102980.38924804688 -1216.9758450255101 -6398.8546716408455 -11004.284951268564 -5721.047394336686 20383.045449746623 -26853.979442956945 -8630.1300385852974 1149.9749212706129 -761.30294027502464 -27121.173119357103 -4740.9349912209491 -22141.460318570524 54215.114062500004 -11742.743750000001 -21215.434503289478 8637.6125361965005 16791.819535368035 -18026.900709724428 47604.603079044122 74757.735214120374 10890.318606076542 15365.116549287277 3358.5434665295165 17332.387216481857 6714.9114474506441
leaf_weight=3663311 197 637985 570 1475 40 49 2506 101 261 37 455 573 1535 1206 803 1512 148 77 90 475 460 747 192 34 27 286 880 347 31 1754
leaf_count=3663311 197 637985 570 1475 40 49 2506 101 261 37 455 573 1535 1206 803 1512 148 77 90 475 460 747 192 34 27 286 880 347 31 1754
internal_value=0 -77.0557 -1914.53 -2350.21 -4539.45 45613.3 -5024.83 -2423.92 -8525.45 -11075.8 -10288.6 2228.48 4497.62 537.579 -25028.7 1541.47 3457.75 -5010.6 18669 -8662.02 1145.34 6313.28 -43.9506 2156.64 6341.28 16399.6 12650.2 11158.9 -24035.5 9724.69
internal_weight=0 654853 16868 16324 9285 89 9196 5276 3920 3346 1961 3315 2742 7039 840 6469 4957 1250 167 1083 608 3707 1761 1569 574 313 981 544 486 2501
internal_count=4318164 654853 16868 16324 9285 89 9196 5276 3920 3346 1961 3315 2742 7039 840 6469 4957 1250 167 1083 608 3707 1761 1569 574 313 981 544 486 2501
is_linear=0
shrinkage=0.1


Tree=3741
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 3 5 1 6 3 1 0 0 0 0 3 0 0 5 5 0 5 2 2 0 5 4 5 4
split_gain=4.72783e+11 1.75456e+13 4.25335e+13 7.36793e+13 4.59873e+13 3.24113e+13 2.36263e+13 2.2282e+13 1.55484e+13 3.1977e+13 3.05899e+13 2.71463e+13 3.68602e+13 6.06096e+13 3.93346e+13 7.21452e+13 5.26945e+13 6.41933e+13 5.89632e+13 5.89016e+13 3.86777e+13 3.69519e+13 3.13611e+13 2.99279e+13 7.15003e+13 2.79436e+13 2.72956e+13 2.66168e+13 7.1481e+13 6.72614e+13
threshold=47.854228500000012 47.473138800000008 43.056445700000005 56.143542450000005 94.040000000000006 58.040000000000006 5.5000000000000009 39.025000000000013 47.208373000000009 1.5000000000000002 23.500000000000004 46.037218400000008 56.281985950000006 56.758269450000007 56.054485600000007 53.719078300000007 9.5000000000000018 56.143542450000005 56.143542450000005 38.905000000000008 54.410000000000004 56.121679000000007 66.50500000000001 6.5000000000000009 4.5000000000000009 43.465905150000005 65.045000000000016 1.5000000000000002 59.245000000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 6 -4 -5 -8 11 -10 -11 -1 14 26 15 25 17 -16 21 -19 -20 -18 -17 24 -22 -13 -14 -21 -29 -30
right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 12 13 -15 16 22 18 19 20 27 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.7227280730369694 36.279699826540025 816.61481816269406 -11502.153128414317 7422.5219568496032 -58071.723754528983 -30162.079102698277 3670.3661936896078 -8923.702058093193 -4039.1674990957686 4066.9313335040169 -42315.154029515412 -12226.909598499024 -44149.109199185979 7784.169750884781 -886.61516296048273 -23173.178287849121 -15171.702789885694 -13058.710519420003 1294.3442959872161 50826.884991210049 -20940.069502195249 5930.0901712950108 -66547.700979132409 -21971.815327986318 -127556.93299700323 6931.4649564139982 -123993.22346875 -16381.36420936262 79681.493841978561 18729.657511502162
leaf_weight=2276405 1960871 18687 4236 2930 138 1193 2431 3328 6538 25189 143 1427 298 266 4869 1359 1560 423 176 411 121 1773 190 169 131 1632 50 355 258 607
leaf_count=2276405 1960871 18687 4236 2930 138 1193 2431 3328 6538 25189 143 1427 298 266 4869 1359 1560 423 176 411 121 1773 190 169 131 1632 50 355 258 607
internal_value=0 -30.1786 -2321.82 -6435.73 -797.703 -15602.6 111.931 -3607.47 2.30083 2195.88 3805.1 -28.1943 -4123.18 -28152.3 -3168.91 -10909.7 117.708 5367.68 -9130.52 20193.5 -38072.3 -3946.54 -28493.5 -54529.6 -76363.9 -2005.77 -55621 28817.4 21402.7 36909.5
internal_weight=0 2.35729e+06 32943 14256 8827 5429 8689 5759 2.32435e+06 31870 25332 2.29248e+06 16075 614 15461 4608 10853 6923 3930 2054 597 3333 1549 421 252 3059 348 1631 1220 865
internal_count=4318164 2357293 32943 14256 8827 5429 8689 5759 2324350 31870 25332 2292480 16075 614 15461 4608 10853 6923 3930 2054 597 3333 1549 421 252 3059 348 1631 1220 865
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=31
num_cat=0
split_feature=1 0 3 5 3 1 5 0 0 5 0 1 5 0 4 0 1 1 3 5 5 0 5 5 5 2 4 0 0 2
split_gain=4.48865e+11 2.48247e+12 8.75424e+12 8.7433e+12 1.1238e+13 2.12273e+13 2.10217e+13 1.38531e+13 1.15686e+13 1.15573e+13 1.09593e+13 1.6719e+13 2.34354e+13 1.41516e+13 3.32325e+13 1.16534e+13 1.43477e+13 1.26893e+13 1.13095e+13 1.04083e+13 1.00568e+13 1.00424e+13 1.02675e+13 1.00225e+13 2.28281e+13 1.59463e+13 1.41388e+13 1.31907e+13 1.78566e+13 2.4975e+13
threshold=83.000022850000008 55.012873400000011 9.5000000000000018 32.615000000000009 15.500000000000002 84.920232800000022 47.815000000000005 53.310923100000004 51.83362145000001 38.610000000000007 54.970187400000007 83.015546400000019 89.00500000000001 54.978840000000005 2.5000000000000004 53.719078300000007 83.140147550000009 91.398302750000013 16.500000000000004 69.610000000000014 46.405000000000008 54.920670650000005 69.015000000000015 92.035000000000011 116.06000000000002 3.5000000000000004 3.5000000000000004 54.811549550000009 54.934662400000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 9 -8 -5 15 -12 13 14 -13 -6 21 20 19 -19 -18 -17 -23 26 27 -26 -9 -25 29 -29
right_child=1 -3 3 4 10 6 8 23 -10 -11 11 12 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=12.127432129593004 -280.66191346938348 -249.88760550303473 -2043.7233544449318 -21286.890421820746 -192.3767036130032 6705.1215817214661 3617.4000522949218 3324.4892840174348 -8446.9338911278082 33814.767246261785 1345.273678055275 -4420.4439425292594 -55720.357756969977 -12695.909046537832 48048.082068697142 8763.5484156398597 16412.993075971459 11306.29798708546 -4028.4885348056227 86096.384335937502 54289.662038956216 -978.8938580830893 -34369.961081871617 15314.609617540951 -49474.58411373783 2696.4311252391581 -17304.225377219063 -10886.229129464286 15446.03641357422 116991.2830357143
leaf_weight=3782924 130084 338517 7685 45 10975 1788 1000 29795 3874 247 3443 1307 102 1915 133 1367 134 49 235 30 147 804 104 641 77 245 336 21 84 56
leaf_count=3782924 130084 338517 7685 45 10975 1788 1000 29795 3874 247 3443 1307 102 1915 133 1367 134 49 235 30 147 804 104 641 77 245 336 21 84 56
internal_value=0 -85.7132 196.795 1128.82 1542.38 2559.71 -2569.39 3642.86 -5971.69 25323.1 -331.378 -3587.17 -8499.64 -7064.02 425.607 1291.23 6964.6 20790.1 6975.18 39707.6 36227.5 3348.69 -4803.42 3440.32 12711.8 -9779.25 3094.45 21741.9 47331.5 82115.6
internal_weight=0 535240 196723 66639 58954 38209 6662 31547 4874 292 20745 6900 3457 3355 1440 13845 2870 595 314 79 281 2275 908 31255 1124 322 30131 802 161 77
internal_count=4318164 535240 196723 66639 58954 38209 6662 31547 4874 292 20745 6900 3457 3355 1440 13845 2870 595 314 79 281 2275 908 31255 1124 322 30131 802 161 77
is_linear=0
shrinkage=0.1


Tree=3743
num_leaves=31
num_cat=0
split_feature=1 5 1 0 1 0 1 0 1 2 3 3 5 5 3 5 5 5 3 3 0 4 5 5 2 5 3 2 5 5
split_gain=4.98126e+11 1.97298e+12 3.06744e+12 7.23461e+12 1.23661e+13 1.08496e+13 2.06372e+13 1.04514e+13 8.72034e+12 8.69462e+12 8.2509e+12 9.86886e+12 1.23765e+13 1.30915e+13 1.27726e+13 1.00521e+13 7.63738e+12 1.67475e+13 8.10614e+12 2.29483e+13 1.1146e+13 7.14344e+12 1.18215e+13 7.84789e+12 9.65027e+12 7.6138e+12 7.645e+12 7.30747e+12 1.18138e+13 8.29935e+12
threshold=91.398302750000013 46.010000000000012 104.38035940000002 52.719210700000012 103.85249100000001 53.516665650000007 91.910414550000013 51.67657710000001 103.85249100000001 10.500000000000002 18.500000000000004 15.500000000000002 67.00500000000001 53.005000000000003 16.500000000000004 59.810000000000009 60.310000000000009 59.245000000000012 9.5000000000000018 5.5000000000000009 52.485928400000006 2.5000000000000004 63.805000000000007 68.00500000000001 5.5000000000000009 66.50500000000001 17.500000000000004 2.5000000000000004 61.020000000000003 62.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -5 -3 -7 16 11 15 13 -13 -14 -11 17 -6 19 -19 -21 22 27 24 -24 -23 -27 -18 -29 -30
right_child=1 2 -4 5 9 8 -8 -9 -10 10 -12 12 14 -15 -16 -17 21 18 -20 20 -22 25 23 -25 -26 26 -28 28 29 -31
leaf_value=-6.2628789789628474 -232.85924998247998 -39191.172676282054 -369.60321928785771 -3978.3316802965996 422.69891104640095 743.8897783888516 -44466.601251387925 13267.23640934256 -33847.862786279969 33195.750839843757 -45157.832226562503 46087.354671438115 83396.601009615391 -7588.6753353152662 6218.6045166015629 -29980.709306066175 -5366.6080275909808 -14144.729857528897 32869.687405960649 -29112.138187500004 -116028.95446234809 15771.473304203579 -48189.369077280411 -4028.5334316097674 5872.1020777925532 4211.5355840951761 -50355.235937500001 104090.84636718751 -17488.823312290737 51376.871283482149
leaf_weight=4176165 63060 39 26100 914 2873 43123 146 1451 73 40 21 76 65 113 32 68 79 365 27 25 36 672 111 269 47 2058 26 20 35 35
leaf_count=4176165 63060 39 26100 914 2873 43123 146 1451 73 40 21 76 65 113 32 68 79 365 27 25 36 672 111 269 47 2058 26 20 35 35
internal_value=0 184.19 517.348 955.46 3612.49 440.156 -9555.02 11894.2 685.431 1872.79 15917.4 19172.7 28898.2 13995.3 57935.8 -6582.02 999.998 -2395 -20265.3 -23633 -80407.3 4368.66 -5558.34 -14418.5 -32107.8 6515.43 3530.76 16828 36310 16944
internal_weight=0 141999 78939 52839 8583 44256 1060 1490 43196 7093 415 394 286 189 97 108 6678 3326 453 426 61 3352 596 427 158 2756 2084 169 90 70
internal_count=4318164 141999 78939 52839 8583 44256 1060 1490 43196 7093 415 394 286 189 97 108 6678 3326 453 426 61 3352 596 427 158 2756 2084 169 90 70
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=31
num_cat=0
split_feature=5 0 0 0 1 1 6 5 5 1 1 4 4 5 0 5 3 1 2 5 5 5 3 0 5 5 3 5 3 4
split_gain=4.35956e+11 2.76426e+12 1.25185e+13 2.35437e+13 2.18996e+13 1.76798e+13 1.66973e+13 1.97071e+13 1.6521e+13 1.60872e+13 4.42782e+13 1.96312e+13 2.08732e+13 2.62311e+13 2.04121e+13 3.23434e+13 2.25808e+13 2.26127e+13 2.22894e+13 3.93063e+13 2.7197e+13 2.61863e+13 2.45014e+13 2.21704e+13 2.53419e+13 2.13467e+13 2.02282e+13 2.07503e+13 5.20988e+13 2.75699e+13
threshold=87.395000000000024 45.047272400000004 50.565831500000009 47.249522000000006 42.09605220000001 36.585378200000001 1.5000000000000002 94.040000000000006 118.33500000000002 39.041623000000008 39.143775600000005 1.5000000000000002 3.5000000000000004 89.00500000000001 46.672631750000008 177.02500000000003 10.500000000000002 39.726951800000002 11.500000000000002 105.35000000000001 161.85000000000002 118.33500000000002 18.500000000000004 47.208883950000008 137.05000000000004 161.85000000000002 21.500000000000004 125.85000000000001 17.500000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 -3 7 -6 -5 -7 -11 -12 13 -13 25 18 17 -17 19 -16 23 -20 -23 24 -21 -14 27 29 -29 -25
right_child=1 2 -4 4 6 9 -8 -9 -10 10 11 12 14 -15 15 16 -18 -19 21 20 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=7.757760618102977 720.42532298995309 72108.964453125009 6.7893399563966783 -10223.176546237926 24734.609206081081 -3226.2139942824938 10915.486650604471 -67486.998169732862 -30437.918250328927 26233.163131743415 -51557.116944028254 -23654.450580847926 -23818.4077686983 6750.4144923050771 -22625.103440299867 -38393.780468750003 139923.49309895834 93885.795507812509 -3179.1190332031251 17892.119934475806 -75124.897311302935 -148192.35800206801 -33378.458689024395 57164.12842427686 150408.85326967595 -114072.19412715518 -73478.123624999993 -16805.60857700893 148390.77105654762 -41065.324689797795
leaf_weight=4075234 33016 33 186942 2622 37 12612 685 62 478 723 73 307 272 3746 504 28 24 24 80 31 31 34 41 179 27 29 25 210 21 34
leaf_count=4075234 33016 33 186942 2622 37 12612 685 62 478 723 73 307 272 3746 504 28 24 24 80 31 31 34 41 179 27 29 25 210 21 34
internal_value=0 -130.139 -263.919 -2466.89 -9563.95 -1022.79 5367.47 -33020.3 -13340.2 -1149.44 2915.78 -31.5068 634.576 4447.36 -9060.03 -3600.14 59689.4 22658.3 -7552.49 -2382.29 15901.5 -42976.7 -85427.4 21256 79580.9 -32514 14043.1 18971.1 -1787.76 41484.3
internal_weight=0 242930 209914 22972 3884 19088 784 99 3100 19055 6443 5720 5647 4053 1594 1293 76 52 1217 1062 558 155 75 527 58 301 469 444 231 213
internal_count=4318164 242930 209914 22972 3884 19088 784 99 3100 19055 6443 5720 5647 4053 1594 1293 76 52 1217 1062 558 155 75 527 58 301 469 444 231 213
is_linear=0
shrinkage=0.1


Tree=3745
num_leaves=31
num_cat=0
split_feature=5 4 3 3 2 3 4 4 1 2 0 0 1 3 1 1 0 0 0 0 0 1 3 4 2 0 0 0 0 0
split_gain=4.48536e+11 1.91518e+12 5.1916e+12 4.99804e+12 9.75296e+12 8.61337e+12 1.25071e+13 9.70948e+12 5.98131e+12 5.90096e+12 5.48391e+12 8.93169e+12 9.0549e+12 8.32668e+12 1.19612e+13 9.37326e+12 8.61836e+12 1.03338e+13 1.02689e+13 8.45229e+12 1.3548e+13 1.12418e+13 8.05866e+12 7.77182e+12 7.62906e+12 1.0847e+13 1.30687e+13 1.01862e+13 1.14618e+13 8.0425e+12
threshold=225.45000000000002 3.5000000000000004 27.500000000000004 14.500000000000002 11.500000000000002 17.500000000000004 2.5000000000000004 2.5000000000000004 37.328003200000005 14.500000000000002 56.093493200000005 56.663136550000011 47.282206100000003 8.5000000000000018 82.940215400000014 49.177301950000007 55.755036050000008 55.842510000000011 55.68356880000001 43.514103700000014 43.056445700000005 37.582182450000005 7.5000000000000009 1.0000000180025095e-35 4.5000000000000009 55.020029900000004 54.864040150000001 45.029420750000007 45.091904500000005 54.194619400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 6 8 -7 -5 -10 13 12 -12 16 15 19 18 -18 23 20 -15 -21 -13 -2 25 26 29 -26 -29 -25
right_child=1 2 -4 5 -6 7 -8 -9 9 -11 11 22 -14 14 -16 -17 17 -19 -20 21 -22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-1.0130290293621325 -46565.673918269233 -530.66956073510141 -50488.015327380956 -54972.599446614593 73141.731761532748 -3034.0465175781251 -72767.16321957238 61830.76014322917 7824.7373855064652 -50990.061640625005 13606.11890158582 -4538.6157789886975 69841.843035156242 -22325.237288411459 -65621.880866633248 24341.93308074565 -84121.485955255688 -793.00538383152173 68830.980238560282 24932.131316964285 73500.291439453125 -38088.012585779143 27202.067801339286 9007.5895046485221 1353.0956628224208 -34344.050443772539 84401.436772017041 114637.17394701087 28781.149951171876 -42059.756297348489
leaf_weight=4313902 26 2205 21 24 21 100 38 30 116 20 67 244 50 36 37 79 22 46 28 35 25 148 119 471 63 65 22 23 48 33
leaf_count=4313902 26 2205 21 24 21 100 38 30 116 20 67 244 50 36 37 79 22 46 28 35 25 148 119 471 63 65 22 23 48 33
internal_value=0 1025.36 -1001.97 3241.88 5413.1 -8064.35 -21195.1 11934.8 -8946.71 -824.498 4570.01 13611.1 37638.5 974.545 -11765.6 -5596.25 6389.46 -27752.2 9369.74 -15289.4 16947.5 -26035 5866.73 7152.81 9079.26 4194.71 8957.1 30622.4 56593.7 5663.89
internal_weight=0 4262 2226 2036 1708 328 198 130 160 136 1687 480 117 1207 360 323 847 68 779 244 61 183 363 751 725 591 526 134 71 504
internal_count=4318164 4262 2226 2036 1708 328 198 130 160 136 1687 480 117 1207 360 323 847 68 779 244 61 183 363 751 725 591 526 134 71 504
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 1 6 1 1 3 3 3 4 5 5 3 2 2 5 2 3 3 5 6 6 1 1 3 3
split_gain=4.52648e+11 2.69239e+12 1.94137e+13 2.09729e+13 1.50431e+13 1.18036e+13 1.84229e+13 2.18922e+13 2.02202e+13 3.3735e+13 5.75485e+13 7.72582e+13 1.03696e+14 1.90792e+13 1.97203e+13 1.76116e+13 1.75228e+13 1.70568e+13 1.54846e+13 2.19559e+13 1.54642e+13 1.44846e+13 3.20069e+13 1.74858e+13 1.43667e+13 1.43644e+13 3.39751e+13 2.46752e+13 2.6032e+13 1.47609e+13
threshold=44.982728700000003 44.874285750000006 37.362912300000012 40.247294600000011 5.5000000000000009 44.893607100000004 37.342273500000012 1.5000000000000002 37.275078000000001 37.314272700000011 11.500000000000002 14.500000000000002 13.500000000000002 2.5000000000000004 77.00500000000001 75.750000000000014 6.5000000000000009 3.5000000000000004 8.5000000000000018 97.050000000000011 7.5000000000000009 15.500000000000002 18.500000000000004 80.815000000000012 1.5000000000000002 1.5000000000000002 37.328003200000005 37.328003200000005 12.500000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 8 -8 -7 10 -10 12 -12 14 15 25 -16 -15 19 20 -19 23 -23 -9 -20 27 29 -11 -29 -27
right_child=-2 2 3 -5 -6 6 7 21 9 13 11 -13 -14 17 16 -17 -18 18 24 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=3.0745714074904824 7.6873337101739985 -1664.0757398552539 -6795.3216807993149 6281.1458922850588 -21898.561128861009 -7268.9195590099334 -19844.637994840254 -7776.4876432870915 -5499.8092141950092 18996.241941300057 60158.583290146911 5351.3075926339288 238072.31370045734 2988.3376732071588 -95286.134611430927 87314.410375000007 -5580.4167815563733 25300.503387001838 40064.287280868906 103829.55619531251 110756.59415760869 39726.341887512215 -877.51094144921012 32895.798046442898 -39794.419070312499 -6287.9838425373346 8390.1924848730887 33441.15546720806 -27757.73399210455 -31134.676116815317
leaf_weight=197570 4087717 16388 3195 998 831 1131 670 1637 283 1107 163 175 41 345 38 25 51 267 41 50 23 265 726 113 50 1458 2166 95 259 286
leaf_count=197570 4087717 16388 3195 998 831 1131 670 1637 283 1107 163 175 41 345 38 25 51 267 41 50 23 265 726 113 50 1458 2166 95 259 286
internal_value=0 -136.36 -974.27 -6695.89 -9912.76 57.7707 2518.97 -3640.69 5127.68 7152.9 28620.6 54098.4 95915.8 4883.03 2806.68 3576.74 -43881.7 19559.3 32823.7 42629.7 32078.1 320.147 9980.23 -5150.22 -3814.12 3186.98 25.7696 11647.2 -11334.3 -10362.6
internal_weight=0 230447 32877 5024 4026 27853 11465 3411 8054 6923 662 379 204 6261 5485 5396 89 776 431 340 290 2741 991 1750 91 5371 3910 1461 354 1744
internal_count=4318164 230447 32877 5024 4026 27853 11465 3411 8054 6923 662 379 204 6261 5485 5396 89 776 431 340 290 2741 991 1750 91 5371 3910 1461 354 1744
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=31
num_cat=0
split_feature=0 0 5 3 5 3 3 3 1 5 1 1 1 5 2 5 5 5 5 4 5 1 5 1 5 3 5 1 5 3
split_gain=4.63986e+11 1.56665e+13 4.11999e+13 3.07073e+13 3.09152e+13 2.53431e+13 6.27488e+13 3.6065e+13 4.68605e+13 4.25203e+13 2.56514e+13 7.51005e+13 3.68154e+13 5.18388e+13 2.92406e+13 2.4691e+13 2.06566e+13 1.8884e+13 1.84432e+13 2.49324e+13 1.81377e+13 2.04888e+13 1.80939e+13 2.14685e+13 3.13051e+13 3.50219e+13 1.78027e+13 1.71597e+13 3.01126e+13 2.19037e+13
threshold=55.975961550000008 55.993277250000013 110.05000000000001 14.500000000000002 150.04500000000004 16.500000000000004 12.500000000000002 11.500000000000002 37.214886200000009 54.990000000000002 37.275078000000001 37.328003200000005 37.214886200000009 56.505000000000003 3.5000000000000004 92.035000000000011 47.815000000000005 51.815000000000005 42.895000000000003 1.5000000000000002 40.205000000000005 37.503486000000002 53.705000000000005 37.726745000000001 76.00500000000001 14.500000000000002 62.995000000000012 37.214886200000009 70.00500000000001 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 10 9 17 12 16 14 -14 -2 22 -12 18 -9 -20 21 -7 -8 24 26 -26 -24 28 -22 -29
right_child=1 -3 3 -5 -6 20 15 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 27 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=20.648755230692966 -13149.440306528664 -10.446641500749902 162453.07529871326 -33046.595081018517 36109.253697916669 19374.993742981736 6281.4618643713884 -9693.6537484975979 35397.118927612311 -99321.667505739446 -35719.51043582079 -3072.8064775591788 18506.252877900097 222535.93851562502 29203.667359334675 110377.42858796298 -106485.67351515438 42281.746316189237 -126035.46648065477 -10842.821498736215 -33740.104346948443 -6017.4293993976034 40636.801328235975 12669.429135074497 36151.237003348215 -99764.445012019234 99089.16328420928 -12361.599497727808 -6672.1222490324944 11697.935955157496
leaf_weight=3091448 314 1210323 34 27 45 392 1182 104 80 114 82 7103 33 20 339 27 83 36 42 34 843 1678 110 479 70 26 99 1709 802 486
leaf_count=3091448 314 1210323 34 27 45 392 1182 104 80 114 82 7103 33 20 339 27 83 36 42 34 843 1678 110 479 70 26 99 1709 802 486
internal_value=0 -52.0369 -3122.72 59019.5 90485.1 -3527.16 -550.239 -4341.6 -33266 -49911.6 -2854.39 -4622.1 15343.5 95498.6 8837.85 15399 -71317 -23834 -37057.1 -74501.9 -8754.14 -1208.82 14094.6 25874 46611.8 -659.26 68324.8 -12821.5 -20543.4 -7034.52
internal_weight=0 1.22672e+06 16393 106 79 16287 10377 8384 410 330 7974 7268 706 53 653 1993 165 216 180 76 5910 2070 1966 784 305 96 209 3840 1645 2195
internal_count=4318164 1226716 16393 106 79 16287 10377 8384 410 330 7974 7268 706 53 653 1993 165 216 180 76 5910 2070 1966 784 305 96 209 3840 1645 2195
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=31
num_cat=0
split_feature=1 3 4 5 5 0 5 2 5 5 1 4 5 5 5 5 5 5 1 0 5 2 2 6 3 6 1 5 0 0
split_gain=4.39165e+11 1.76121e+12 5.78952e+12 4.48868e+12 5.82929e+12 8.90297e+12 6.71653e+12 5.42522e+12 4.53918e+12 5.62793e+12 5.61438e+12 9.01695e+12 6.59484e+12 4.53385e+12 4.38232e+12 4.05299e+12 8.06917e+12 4.47197e+12 4.04006e+12 3.83181e+12 3.83138e+12 3.71036e+12 3.59912e+12 3.10714e+12 3.09997e+12 1.12062e+13 1.32341e+13 1.06844e+13 9.59012e+12 7.83708e+12
threshold=91.398302750000013 24.500000000000004 3.5000000000000004 101.05000000000001 64.405000000000015 56.143542450000005 65.045000000000016 13.500000000000002 39.025000000000013 43.405000000000008 92.896330950000007 1.5000000000000002 45.005000000000003 49.010000000000012 57.995000000000012 76.00500000000001 72.705000000000013 77.00500000000001 92.896330950000007 56.054485600000007 47.815000000000005 22.500000000000004 8.5000000000000018 1.5000000000000002 22.500000000000004 1.5000000000000002 92.815157350000007 78.710000000000022 56.009576300000013 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 4 5 8 7 -6 -3 -10 11 12 -11 20 19 16 23 22 21 -13 -14 -19 -17 -8 -2 27 29 -26 -29 -27
right_child=1 2 -4 -5 6 -7 15 -9 9 10 -12 14 13 -15 -16 17 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-5.8805510366271401 166.55817767935042 -8521.1906796486146 33391.636271701391 44469.841076660159 -21524.20748174758 24270.011579137732 1450.741749592069 -83774.95347377233 10138.281661705099 -3564.4292521158854 7533.1733910353032 10242.480736636377 -31205.006838727681 -12867.791463216146 -14996.704629929001 -12393.659596135067 40908.303601925872 -5117.2547906079344 -20467.208597644269 -25946.950378787878 -75766.176380813951 37828.895341796881 -62142.234280303033 -23857.975248325893 6223.1052639356985 -17019.234889073527 1786.7226639378325 84806.424924395164 21070.372956123741 -63917.403062500001
leaf_weight=4176165 136869 744 45 20 42 135 158 21 465 72 317 258 35 36 148 26 43 103 163 33 43 25 33 70 1321 124 470 31 99 50
leaf_count=4176165 136869 744 45 20 42 135 158 21 465 72 317 258 35 36 148 26 43 103 163 33 43 25 33 70 1321 124 470 31 99 50
internal_value=0 172.946 -2210.11 -2745.93 -3063.88 -640.507 -11163 -42274.5 -2203.93 1136.54 -3306.99 -8805.12 -27258.1 -42222.5 -986.792 -8006.8 1174.23 -15115.5 -10025.8 6138.52 -55770.8 3270.67 -40219.1 -6319.48 224.992 4042.57 -6935.55 8915.02 36269 -30495.7
internal_weight=0 141999 3035 2990 2970 2286 684 63 2151 1407 942 625 186 114 439 621 271 350 291 291 78 128 59 228 138964 2095 644 1451 130 174
internal_count=4318164 141999 3035 2990 2970 2286 684 63 2151 1407 942 625 186 114 439 621 271 350 291 291 78 128 59 228 138964 2095 644 1451 130 174
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=31
num_cat=0
split_feature=1 5 2 0 0 5 5 1 5 5 5 6 2 2 4 5 4 2 6 5 5 1 5 5 6 5 3 1 0 3
split_gain=4.54687e+11 2.68645e+12 6.51587e+12 1.05365e+13 2.04647e+13 1.24821e+13 2.47611e+13 1.89601e+13 2.97666e+13 1.99687e+13 1.85539e+13 1.21978e+13 1.17541e+13 1.13839e+13 9.51037e+12 9.08745e+12 8.48165e+12 7.73739e+12 7.53127e+12 1.19884e+13 7.50554e+12 9.26811e+12 7.43932e+12 8.65488e+12 9.95847e+12 9.02502e+12 7.67674e+12 1.51625e+13 7.36889e+12 7.13805e+12
threshold=83.000022850000008 59.005000000000003 7.5000000000000009 55.017213950000006 55.02863030000001 41.505000000000003 38.010000000000012 83.003542850000017 58.005000000000003 58.040000000000006 56.505000000000003 1.5000000000000002 9.5000000000000018 8.5000000000000018 2.5000000000000004 58.005000000000003 2.5000000000000004 5.5000000000000009 1.5000000000000002 33.805000000000007 58.755000000000003 83.002084650000015 41.365000000000002 58.995000000000012 1.5000000000000002 58.755000000000003 13.500000000000002 83.026705000000007 53.355366400000001 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 20 5 6 18 15 10 11 12 -10 16 -11 -15 -7 -9 -2 19 -5 -4 -22 26 25 -25 -24 -19 -28 29 -23
right_child=1 -3 3 4 -6 7 -8 8 9 13 -12 -13 -14 14 -16 -17 -18 22 -20 -21 21 28 23 24 -26 -27 27 -29 -30 -31
leaf_value=12.205830572134134 60.355106305598831 -429.19051201757594 -511.39410665401005 4703.3673521307692 765.55309005501863 1412.7074567522322 -2478.3229962408636 18410.186395400768 -3608.514014668368 -16852.818171469014 32837.66397307982 -38177.361062206575 -441.52025860267997 17912.898934852088 -12694.297957677167 54492.369897987861 -30907.335785590276 -3092.8176268918819 6384.0594954510125 27345.872079613095 -9909.1795667270544 3835.1834058077834 263.59722832386115 -14387.752331484131 9377.2650145413591 19272.117493242709 20578.410391629252 -606.69858923494928 19065.017167105067 -56560.087011718751
leaf_weight=3782924 245304 160110 40057 409 33182 42 3339 1113 196 178 498 213 596 506 127 139 36 22707 1568 546 207 106 19604 778 228 253 399 2204 571 24
leaf_count=3782924 245304 160110 40057 409 33182 42 3339 1113 196 178 498 213 596 506 127 139 36 22707 1568 546 207 106 19604 778 228 253 399 2204 571 24
internal_value=0 -86.2673 60.0964 838.055 1937.47 6028.21 3171.21 10624.2 8975.1 -3595.98 15812.7 -21611.4 10954 5489.46 11772.1 42175.5 16865 -163.175 10647.9 17648.7 -307.602 8682.83 -1350.73 47.3446 -9001.65 505.787 -2503.16 2640.65 14172.9 -7314.71
internal_weight=0 535240 375130 83653 42688 9506 5862 3644 3463 1220 2243 409 1745 811 633 181 1149 291477 2523 955 40965 908 46173 20863 1006 19857 25310 2603 701 130
internal_count=4318164 535240 375130 83653 42688 9506 5862 3644 3463 1220 2243 409 1745 811 633 181 1149 291477 2523 955 40965 908 46173 20863 1006 19857 25310 2603 701 130
is_linear=0
shrinkage=0.1


Tree=3750
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 0 0 0 0 1 1 3 2 0 0 1 3 1 2 1 1 0 1 4 0 3 2 2
split_gain=4.37932e+11 5.78203e+12 2.6216e+13 2.77451e+13 2.14445e+13 2.73288e+13 3.92384e+13 2.05163e+13 1.96796e+13 2.78602e+13 1.83805e+13 1.55264e+13 3.76995e+13 1.48487e+13 3.40168e+13 2.29676e+13 1.94184e+13 3.7627e+13 1.44751e+13 1.6903e+13 1.38432e+13 1.26853e+13 2.08685e+13 1.68807e+13 1.29803e+13 1.27097e+13 1.25874e+13 1.08307e+13 1.0145e+13 9.87671e+12
threshold=62.385000000000012 62.015000000000008 37.737121850000008 37.752451500000006 37.516458750000005 55.795550600000006 55.745923000000012 55.812836050000008 55.657530000000008 59.846652800000008 55.87722990000001 30.468306550000005 30.370618100000005 23.500000000000004 9.5000000000000018 55.645049100000001 55.535913550000011 37.615058950000012 16.500000000000004 37.487839250000007 3.5000000000000004 30.346469350000003 30.332994000000003 59.982527000000012 30.323743050000001 2.5000000000000004 59.932719750000011 23.500000000000004 3.5000000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 13 -7 -3 18 -9 12 21 14 16 -16 -6 -18 19 20 -10 22 24 -24 25 -11 -27 -8 -19 -13
right_child=-2 2 3 -5 5 7 27 10 9 11 -12 29 -14 -15 15 -17 17 28 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-11.463548423184669 54.660866767710061 -21010.771619888783 65738.654024621224 543.23281104914543 22512.415392287236 -91420.379711538466 39925.881519097224 -7546.3158140120977 -1434.4172174889272 -25331.116276141402 -49543.349005307231 -25735.369218288633 26130.287907922047 -38547.834805030157 11355.859084544463 137618.4186875 -172962.8805059524 39212.20967261905 -743.44769427031872 111516.12855631512 40314.738442014299 -61728.355067062381 88738.167400568185 -19002.092938701924 -92309.994406250014 -22204.280989583334 79184.753921875003 128369.07015625002 -50237.394726562503 -87897.785412597659
leaf_weight=3214863 1094290 543 66 5949 47 65 45 186 127 306 237 127 271 171 34 25 21 21 253 24 212 64 33 26 25 24 25 20 32 32
leaf_count=3214863 1094290 543 66 5949 47 65 45 186 127 306 237 127 271 171 34 25 21 21 253 24 212 64 33 26 25 24 25 20 32 32
internal_value=0 -18.5537 -2548.12 1258.59 -10190.8 -23060.9 -4229.21 -39114.2 -4629.29 1113.22 -31076.6 -9784.01 -3937.15 -17445.6 2601.57 64856.9 -27754.4 -59680.6 17618.3 30415.8 24674.2 -20136.5 -14073 41259.4 -22664.1 -17759.5 29524.8 67139.2 -14795.1 -38246
internal_weight=0 3.22387e+06 9011 6015 2996 904 416 488 2092 1549 423 933 774 351 180 59 121 74 616 363 339 503 439 59 380 355 49 65 53 159
internal_count=4318164 3223874 9011 6015 2996 904 416 488 2092 1549 423 933 774 351 180 59 121 74 616 363 339 503 439 59 380 355 49 65 53 159
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=31
num_cat=0
split_feature=5 6 1 5 4 0 0 3 0 1 3 3 1 1 3 3 1 1 1 2 0 2 1 1 1 1 3 2 1 1
split_gain=4.47384e+11 2.92584e+12 1.57954e+13 1.76228e+13 2.21353e+13 2.10146e+13 3.06022e+13 1.90433e+13 1.56137e+13 2.88431e+13 1.98674e+13 4.52045e+13 1.3634e+14 3.01999e+13 2.84046e+13 1.84486e+13 3.36065e+13 2.95918e+13 2.76002e+13 4.05918e+13 3.70958e+13 2.89107e+13 1.87372e+13 1.74042e+13 1.70336e+13 1.70039e+13 1.54247e+13 1.41899e+13 2.03621e+13 1.3965e+13
threshold=87.395000000000024 1.5000000000000002 82.945329900000004 88.015000000000015 1.5000000000000002 55.002082750000007 54.978840000000005 4.5000000000000009 60.042666650000008 30.243224600000001 14.500000000000002 12.500000000000002 30.346469350000003 37.436176200000013 11.500000000000002 22.500000000000004 37.620907050000007 37.726745000000001 37.457850350000008 6.5000000000000009 55.628356700000005 10.500000000000002 37.533784800000006 44.083877800000003 37.559851850000008 37.503486000000002 10.500000000000002 4.5000000000000009 30.578016350000002 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 9 -9 11 13 -13 -11 26 18 22 -18 19 -12 21 -21 27 -19 -20 -14 -15 28 -17 -26
right_child=1 -3 -4 -5 5 7 -8 8 -10 10 15 12 25 14 -16 16 17 23 24 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=7.8587808982883942 81069.333457031258 71.065090179442308 -5835.1389462532788 -648.61649993915807 13711.317976207214 77537.165087890622 81453.512451840754 95389.77546386719 -53780.40478515625 27233.337850467291 100266.92249310663 -308165.8673046875 -73451.874526367188 -21770.804023543649 73893.954040948287 -33426.623843149042 110981.67179129465 -40205.252600446431 -58537.430872802739 18939.846800595238 -29883.335811695772 154762.40489062501 -87683.067504882812 16600.755465425533 56370.645417131695 10175.418148311493 -93153.820840992659 -39246.86831137447 98966.01116071429 3628.9162404357285
leaf_weight=4075234 40 181046 5511 53325 771 32 73 32 53 214 85 20 40 276 29 26 28 70 40 42 85 25 56 235 56 62 34 118 21 485
leaf_count=4075234 40 181046 5511 53325 771 32 73 32 53 214 85 20 40 276 29 26 28 70 40 42 85 25 56 235 56 62 34 118 21 485
internal_value=0 -131.834 -725.429 -225.905 7169.46 6186.75 19570.5 966.821 -182.452 1183.92 -288.764 -14334.3 -69430.5 -2179.23 -20746.5 6621.38 -7469.12 12595.5 16164.3 44924.6 13976.6 69619.9 -37702.2 3563.31 4432.5 -22619.6 -29599.9 -20739 25727.5 9088.32
internal_weight=0 242930 61884 56373 3048 3008 844 2164 2132 2079 2047 675 122 553 339 1372 554 333 818 237 152 67 221 305 581 102 310 165 47 541
internal_count=4318164 242930 61884 56373 3048 3008 844 2164 2132 2079 2047 675 122 553 339 1372 554 333 818 237 152 67 221 305 581 102 310 165 47 541
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=31
num_cat=0
split_feature=1 5 3 0 0 0 1 5 3 1 4 5 2 4 4 4 5 1 0 2 5 0 0 5 5 5 3 0 5 1
split_gain=4.15009e+11 1.58173e+12 2.74054e+12 4.13246e+12 6.29007e+12 4.80701e+12 7.97005e+12 4.55274e+12 4.88897e+12 3.70296e+12 4.53523e+12 7.26139e+12 3.85563e+12 3.36582e+12 2.97785e+12 2.91277e+12 7.6553e+12 2.70163e+12 9.64816e+12 4.28267e+12 9.43223e+12 2.7064e+12 2.57717e+12 2.57641e+12 2.53168e+12 9.72022e+12 6.1202e+12 7.26326e+12 5.97845e+12 6.13375e+12
threshold=91.398302750000013 46.010000000000012 4.5000000000000009 52.056565900000003 51.369916400000001 52.719210700000012 113.46563545000002 43.405000000000008 3.5000000000000004 104.38035940000002 1.5000000000000002 33.805000000000007 3.5000000000000004 2.5000000000000004 2.5000000000000004 1.5000000000000002 36.515000000000008 114.17164950000002 61.785186750000001 4.5000000000000009 13.050000000000002 56.009576300000013 46.672631750000008 36.515000000000008 67.00500000000001 68.00500000000001 13.500000000000002 53.719078300000007 66.040000000000006 93.043229050000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 9 8 15 12 11 -11 -5 -4 -7 16 -2 19 -19 21 -21 -15 -3 -14 28 26 -26 -28 -24 -30
right_child=1 22 13 5 -6 14 -8 -9 -10 10 -12 -13 23 17 -16 -17 -18 18 -20 20 -22 -23 24 -25 25 -27 27 -29 29 -31
leaf_value=-5.7165363364071187 6219.37060546875 -25919.280067567568 -501.80266827440084 3699.5343185102183 -4380.4825886242079 1378.5740680955894 -26445.950117116736 -20555.362695312502 43572.345348668983 -1679.0460036057693 1465.9596524325286 34475.958759209039 5809.3293851143972 14779.505890213815 -13559.351103902036 -5099.2841351859179 74240.160928199402 -46496.113668619793 40690.949928977272 3224.1916725852275 83760.079326923078 -15738.575510817307 683.19855369045013 26729.238109258396 -4592.8930274990853 228.43657508828366 9957.5991654829559 -27232.598943563382 12484.613037757659 829.80428209946115
leaf_weight=4176165 78 37 55269 1277 1788 3343 69 37 54 78 132 193 105 114 139 79 21 30 22 33 26 39 50137 134 1666 24969 66 257 885 922
leaf_count=4176165 78 37 55269 1277 1788 3343 69 37 54 78 132 193 105 114 139 79 21 30 22 33 26 39 50137 134 1666 24969 66 257 885 922
internal_value=0 168.122 -205.293 1585.34 -2235.6 3022.2 6945.49 12021.1 17216.5 8146.12 16666 24069.7 5881.27 -447.997 782.258 9220.85 20648 10816.4 -9609.28 15826.5 38714.6 7000.39 466.423 17538.5 478.796 -307.497 -7035.36 -19633.4 886.868 6537.89
internal_weight=0 141999 63060 7527 2057 5470 1988 269 232 1919 403 271 1516 55533 3482 178 99 264 52 212 59 153 78939 239 78902 26958 1989 323 51944 1807
internal_count=4318164 141999 63060 7527 2057 5470 1988 269 232 1919 403 271 1516 55533 3482 178 99 264 52 212 59 153 78939 239 78902 26958 1989 323 51944 1807
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 3 6 0 3 1 5 3 1 5 2 2 5 3 2 2 5 3 4 5 4 0 5 5 1
split_gain=4.09115e+11 1.2661e+13 1.15341e+14 7.53079e+13 5.82916e+13 5.62494e+13 4.27577e+13 3.05414e+13 4.22167e+13 4.47542e+13 5.36449e+13 2.8977e+13 2.65916e+13 2.58544e+13 4.75398e+13 5.53088e+13 3.55204e+13 3.09436e+13 3.84381e+13 2.85039e+13 4.9373e+13 3.69082e+13 2.43934e+13 2.5054e+13 2.80674e+13 2.38374e+13 2.93277e+13 3.28949e+13 2.26826e+13 2.14295e+13
threshold=57.106514900000001 57.131524800000008 65.58467570000002 5.5000000000000009 20.010000000000002 61.42204370000001 4.5000000000000009 1.5000000000000002 57.117834900000013 13.500000000000002 65.520339550000017 37.75500000000001 18.500000000000004 65.551978750000004 114.05000000000001 4.5000000000000009 2.5000000000000004 60.905000000000008 10.500000000000002 7.5000000000000009 8.5000000000000018 132.05000000000004 17.500000000000004 2.5000000000000004 80.00500000000001 2.5000000000000004 57.117834900000013 67.990000000000023 120.05000000000001 65.520339550000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 11 25 9 -9 12 -7 -11 17 -15 16 -16 18 29 -17 -21 -22 23 24 -19 -8 27 -27 -29 -10
right_child=1 -3 3 4 -6 6 7 8 13 10 -12 -13 -14 14 15 19 -18 22 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=13.616631347523942 -52670.888810453267 22.220282012743905 10574.437014456566 964.34706342131437 -23615.543159058114 -23241.988890678007 4859.4028051745072 15610.900160794097 15339.385468584955 25087.675406257142 -5992.3720476461576 44811.840465274101 -23495.852585411074 -1217.8667144376495 41271.263906250002 -38114.264095510567 171474.55648082387 -21986.032323724707 -13363.827373649852 146089.79701704546 78007.134991776315 -51647.834498948323 41315.669425455737 -11883.009700297625 -65720.055785256423 87839.743803267047 44610.364500064752 4130.8717538364954 -81422.78076746325 -3135.4881768227306
leaf_weight=3611408 193 675003 1079 1234 4423 76 4609 2566 1139 940 3955 354 128 3634 40 71 44 593 2007 33 38 52 72 2089 195 44 362 350 34 1399
leaf_count=3611408 193 675003 1079 1234 4423 76 4609 2566 1139 940 3955 354 128 3634 40 71 44 593 2007 33 38 52 72 2089 195 44 362 350 34 1399
internal_value=0 -69.5788 -2021.04 -13635.9 -18253.8 1106.36 1524.46 973.446 -912.981 4866.61 -622.115 32783.7 19264.9 -4758.44 1831.14 41687.6 109473 -8198.32 -3022.26 12337.3 41459.7 3095.37 -16175.7 -17614.4 -32808.5 7610.36 23659.9 5940.14 -3444.19 5155.64
internal_weight=0 706756 31753 6736 5657 25017 24824 24394 18995 7589 5023 430 1068 11406 3912 278 84 7494 4545 194 123 90 2949 2877 788 5399 790 428 384 2538
internal_count=4318164 706756 31753 6736 5657 25017 24824 24394 18995 7589 5023 430 1068 11406 3912 278 84 7494 4545 194 123 90 2949 2877 788 5399 790 428 384 2538
is_linear=0
shrinkage=0.1


Tree=3754
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 5 0 5 3 5 2 1 5 4 5 0 0 5 0 2 5 1 5 3 5 5 2 2 1
split_gain=4.31411e+11 6.47209e+12 1.0527e+13 9.44209e+12 1.68634e+13 1.54692e+13 2.01557e+13 1.31202e+13 1.17247e+13 1.18597e+13 1.24195e+13 9.43997e+12 1.77062e+13 1.4664e+13 1.14351e+13 1.06799e+13 1.63593e+13 9.92537e+12 8.15524e+12 7.09031e+12 1.81813e+13 9.5137e+12 7.00216e+12 6.45631e+12 6.43492e+12 6.10139e+12 6.23178e+12 1.06205e+13 1.08334e+13 1.0279e+13
threshold=54.947737500000009 54.945614000000006 4.5000000000000009 3.5000000000000004 82.961358250000018 82.970752000000019 57.995000000000012 54.947152850000002 59.005000000000003 11.500000000000002 39.025000000000013 1.5000000000000002 82.970752000000019 58.995000000000012 1.0000000180025095e-35 41.365000000000002 54.946533000000009 54.947152850000002 47.815000000000005 54.947152850000002 2.5000000000000004 39.005000000000003 82.95335685000002 33.585000000000008 5.5000000000000009 87.395000000000024 87.00500000000001 5.5000000000000009 6.5000000000000009 82.968597500000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 -6 -8 9 10 19 14 13 17 18 16 -14 -13 -12 21 23 -3 24 -21 -4 26 -24 29 -29 -28
right_child=-2 2 22 4 5 -7 7 -9 -10 -11 11 12 15 -15 -16 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.61629312837395644 23.288592971816556 -9131.4319303443517 5970.4131197415873 -3664.3938641296863 8912.3174272475353 4252.9956901826054 32687.900573272185 101099.19946131553 -5201.5346223392426 -11826.96840280974 9893.1589478638798 8817.0950235618129 31727.218713997696 33717.887499359633 -1799.5271200897955 -7468.4856651405244 915.9131412410394 47697.879648724724 48617.248125000006 19604.053311179185 46462.283203125 1505.5628719703011 -2239.7875635233804 -4444.8614434351575 64129.337786458331 -11274.234012514131 -1997.0171872309745 -7581.1549781573603 4574.2272684047284 19459.755980940197
leaf_weight=1454708 2798789 1961 52 1814 678 2822 293 31 3969 679 333 1905 217 305 3066 924 837 68 65 139 97 1472 37748 567 30 698 363 1352 1602 580
leaf_count=1454708 2798789 1961 52 1814 678 2822 293 31 3969 679 333 1905 217 305 3066 924 837 68 65 139 97 1472 37748 567 30 698 363 1352 1602 580
internal_value=0 -42.8991 -1021.79 740.323 4276.15 8042.92 18716.7 39233.4 -460.291 1029.06 1759.18 4146.6 7301.34 13311.7 270.552 379.446 7259.42 10157.1 16217.4 -2591.83 5867.46 -4570.51 -1945.61 289.982 27248.1 -2002.15 -1846.74 1960.46 -989.103 11200.1
internal_weight=0 1.51938e+06 64667 22242 5638 3824 1002 324 16604 12635 11956 7720 4256 2278 3464 1978 1054 1973 398 4236 803 3433 42425 706 82 42343 41645 3897 2954 943
internal_count=4318164 1519375 64667 22242 5638 3824 1002 324 16604 12635 11956 7720 4256 2278 3464 1978 1054 1973 398 4236 803 3433 42425 706 82 42343 41645 3897 2954 943
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 5 3 0 2 5 3 3 3 5 5 5 5 3 5 4 5 5 5 5 3 3 4 3
split_gain=4.42084e+11 8.40015e+12 1.10522e+13 1.29722e+13 1.1298e+13 1.58396e+13 4.1451e+13 4.53054e+13 3.96032e+13 3.95046e+13 4.18261e+13 3.7647e+13 3.73404e+13 2.86911e+13 3.82285e+13 3.7435e+13 2.78342e+13 3.93332e+13 6.04796e+13 5.70554e+13 3.12073e+13 2.63592e+13 4.35166e+13 5.45964e+13 4.13425e+13 3.29758e+13 4.13599e+13 3.55515e+13 2.58861e+13 2.55287e+13
threshold=43.574807850000006 44.005491150000005 56.501468900000013 43.808567100000012 56.338501050000012 56.281985950000006 43.94115175000001 78.710000000000022 4.5000000000000009 56.320495600000008 19.500000000000004 41.365000000000002 8.5000000000000018 13.500000000000002 9.5000000000000018 104.75000000000001 79.010000000000005 85.91500000000002 95.020000000000024 4.5000000000000009 100.05000000000001 2.5000000000000004 82.00500000000001 97.050000000000011 116.06000000000002 82.00500000000001 16.500000000000004 18.500000000000004 3.5000000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 29 7 -7 -9 10 -8 -12 16 14 15 28 -11 19 -19 -18 -20 22 -14 -24 25 -23 -27 -28 -10 -2
right_child=1 -3 3 -5 -6 6 9 8 13 12 11 -13 21 -15 -16 -17 17 18 20 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-32.233089687981035 2254.4431710770273 -2.9819632393014626 -8115.0639491968759 -65944.828724121093 4360.9028615855641 -5010.4416380381726 6300.6611026438286 -113459.88391276042 -66157.301187294404 479.44529599405297 -44367.337187500001 93111.218138153708 -10003.566179460462 -90067.136361228826 38603.981553649901 -140791.87992187502 221357.38215625004 -102449.60380067569 155430.57962890627 31381.40430823038 23413.079626107916 -23020.539201931511 139802.18651889535 -46034.895000000004 69585.055674342104 -134305.90594029016 33297.962527252908 -96851.461437690552 8799.6571481036335 -18343.652269241236
leaf_weight=2143177 35727 2109068 173 50 9746 8549 6443 60 76 1292 25 98 1813 59 96 30 25 37 20 43 171 397 43 25 38 70 43 41 117 612
leaf_count=2143177 35727 2109068 173 50 9746 8549 6443 60 76 1292 25 98 1813 59 96 30 25 37 20 43 171 397 43 25 38 70 43 41 117 612
internal_value=0 31.7617 1143.38 -21081.4 1218.82 671.496 -1618.89 -6617.56 -37985.7 2609.56 7403.42 65168.4 -5147.09 -26005.6 -14157.3 -36870.6 6816.37 34476.2 14568.5 101226 37236.9 -12838.6 -7057.86 71479.7 -31299.5 -38257.1 -77535.8 -30227.4 -20717.1 1907.54
internal_weight=0 2.17499e+06 65919 223 65696 55950 19611 8987 438 10624 6566 123 4058 378 319 223 1588 296 228 68 191 2470 1881 68 589 551 154 84 193 36339
internal_count=4318164 2174987 65919 223 65696 55950 19611 8987 438 10624 6566 123 4058 378 319 223 1588 296 228 68 191 2470 1881 68 589 551 154 84 193 36339
is_linear=0
shrinkage=0.1


Tree=3756
num_leaves=31
num_cat=0
split_feature=0 5 5 1 3 1 0 3 2 0 1 4 4 3 2 3 0 5 5 5 5 0 1 1 0 0 3 2 3 1
split_gain=4.65107e+11 3.01364e+12 2.07099e+13 2.61469e+13 2.24974e+13 1.83069e+13 1.38118e+14 1.39009e+13 1.67101e+13 1.24339e+13 5.97846e+13 2.83319e+13 1.01339e+13 2.33782e+13 1.23552e+13 1.38196e+13 2.79121e+13 2.19226e+13 1.38059e+13 4.6501e+13 1.52168e+13 1.25702e+13 9.11192e+12 5.40643e+13 2.25135e+13 1.46898e+13 1.46777e+13 3.18605e+13 2.0218e+13 1.24712e+13
threshold=44.982728700000003 65.045000000000016 66.040000000000006 38.096381250000007 5.5000000000000009 39.739656000000004 43.592450450000008 14.500000000000002 8.5000000000000018 43.592450450000008 39.726951800000002 2.5000000000000004 2.5000000000000004 21.500000000000004 15.500000000000002 14.500000000000002 43.592450450000008 64.805000000000021 60.905000000000008 55.990000000000002 64.805000000000021 44.039893800000009 37.737121850000008 37.752451500000006 44.732363600000006 44.678200800000006 20.500000000000004 17.500000000000004 22.500000000000004 40.247294600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 9 6 -6 -7 -9 10 -5 -12 -1 14 15 -14 18 21 19 -17 -20 -18 26 25 -25 -24 -4 28 -28 -26
right_child=-2 2 22 4 5 7 -8 8 -10 -11 11 -13 13 -15 -16 16 17 -19 20 -21 -22 -23 23 24 29 -27 27 -29 -30 -31
leaf_value=-158.79639372494853 7.7924119872996389 -25718.324463613193 2357.0459609718755 -179854.13929850262 240439.36562500001 -1498.5763127165021 -19370.923276881167 125100.57875000002 4502.2625289351854 -1046.3450992838541 -49376.200759396859 10397.769846163976 2683.3293956962971 83099.387467447916 72652.002875000006 -7988.8598165760868 -39729.713145380432 92339.837117513031 37064.242890624999 -213807.09683779764 -83455.984943181829 27756.668355129077 24091.061838260775 -222.60235516740656 -16816.454546148791 -48261.694716005069 92024.083463541669 135288.90836838944 -12624.983422851563 5722.9753225808072
leaf_weight=157241 4087717 737 6811 24 28 424 76 20 27 360 143 178 14085 36 25 23 69 24 20 21 22 46 31 47987 1258 296 24 26 80 305
leaf_count=157241 4087717 737 6811 24 28 424 76 20 27 360 143 178 14085 36 25 23 69 24 20 21 22 46 31 47987 1258 296 24 26 80 305
internal_value=0 -138.223 -755.836 -10713.6 -2074.13 12605.7 50578 4221.18 55820.7 -14047.1 -27613 -16230.5 73.5172 2615.39 2413.27 2290.56 -22297 5407.29 -67074.9 -106220 -26065.4 -12735.2 -402.343 -874.757 -607.298 -41402.6 2992.35 36277.6 11524.8 -12418.2
internal_weight=0 230447 58835 2017 1280 575 104 471 47 705 345 321 171612 14371 14335 14310 225 139 86 44 42 115 56818 49877 49550 327 6941 130 104 1563
internal_count=4318164 230447 58835 2017 1280 575 104 471 47 705 345 321 171612 14371 14335 14310 225 139 86 44 42 115 56818 49877 49550 327 6941 130 104 1563
is_linear=0
shrinkage=0.1


Tree=3757
num_leaves=31
num_cat=0
split_feature=2 3 5 5 4 1 1 1 1 3 1 1 1 5 1 3 1 5 0 1 1 0 4 0 5 0 5 0 1 1
split_gain=4.33255e+11 3.59257e+12 9.55016e+12 2.10086e+13 2.04488e+13 1.56165e+13 2.14116e+13 2.45206e+13 3.87538e+13 3.76073e+13 2.01482e+13 2.66283e+13 1.94247e+13 1.52578e+13 1.64873e+13 1.37997e+13 1.21148e+13 1.84125e+13 3.85407e+13 1.60429e+13 2.63292e+13 2.33448e+13 1.16126e+13 1.08238e+13 4.81294e+13 1.84095e+13 1.64794e+13 2.56742e+13 2.50023e+13 3.09481e+13
threshold=5.5000000000000009 7.5000000000000009 105.35000000000001 132.05000000000004 1.5000000000000002 30.305955500000003 30.332994000000003 30.370618100000005 36.546174950000008 6.5000000000000009 37.275078000000001 37.66934650000001 20.507360500000004 137.05000000000004 36.585378200000001 6.5000000000000009 37.914142000000005 128.92000000000004 45.073740550000004 39.007683500000006 39.143775600000005 45.055827000000008 3.5000000000000004 52.056565900000003 150.04500000000004 54.484631300000011 142.05000000000004 56.501468900000013 49.148175700000003 53.140944450000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 12 -7 9 -9 -8 -10 -12 22 14 -6 -14 -13 19 -19 21 -21 -18 -4 24 -15 -25 27 -27 -28 -30
right_child=1 -3 3 4 13 6 7 8 10 -11 11 16 15 23 -16 -17 17 18 -20 20 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=-27.26843657071214 -565.49441573380932 53.722122186690754 6337.4744959677419 -88884.026970108695 109508.31391225963 -94576.663712993424 -26208.367382812503 -117037.56392911587 69132.597971754818 137483.94899999999 -87543.375568181829 50220.148321759261 107564.08870192309 -91380.53125 20390.568548998788 18890.032520774559 -137054.49869791669 34958.986988146549 -104705.42064012098 105966.92955078125 -10689.008147874289 -18853.305625000001 -67092.693465909091 96774.266134510865 11027.869216900888 -7986.6770996093755 24087.014841844513 143418.04747023812 -139961.54821428572 -12258.156198445431
leaf_weight=2480138 24479 1811470 62 23 26 38 32 41 26 25 55 27 26 63 103 54 24 29 62 20 593 55 33 23 169 24 205 21 21 197
leaf_count=2480138 24479 1811470 62 23 26 38 32 41 26 25 55 27 26 63 103 54 24 29 62 20 593 55 33 23 169 24 205 21 21 197
internal_value=0 36.7946 -1117.88 -7628.21 4159.48 -16209.1 -20914.2 -18083.9 -21977.9 45586.5 -17603.7 -20210.8 11403.4 6671.22 38352.3 47709.1 -15638.8 -17909.8 -60197 -12349 -6882.94 -54762.5 -19169.8 1018.58 -16781.3 9429.12 5136.51 62668.9 -983.951 -24559.9
internal_weight=0 1.83803e+06 26556 2077 875 1202 1027 989 932 57 891 865 175 852 129 80 810 783 91 692 613 79 95 723 232 491 468 45 423 218
internal_count=4318164 1838026 26556 2077 875 1202 1027 989 932 57 891 865 175 852 129 80 810 783 91 692 613 79 95 723 232 491 468 45 423 218
is_linear=0
shrinkage=0.1


Tree=3758
num_leaves=31
num_cat=0
split_feature=5 1 1 5 0 1 3 2 4 3 2 5 0 0 3 1 5 3 5 0 1 0 0 5 3 2 5 4 5 0
split_gain=4.35905e+11 5.80545e+12 3.49096e+13 3.88198e+13 5.62985e+13 5.10636e+13 2.98865e+13 4.96879e+13 4.8858e+13 2.90024e+13 2.75133e+13 5.65774e+13 3.23191e+13 2.88663e+13 2.74091e+13 2.61104e+13 4.83366e+13 4.39454e+13 4.75928e+13 3.71051e+13 6.96134e+13 3.60144e+13 7.22801e+13 5.77193e+13 5.14131e+13 4.7076e+13 5.51969e+13 3.90137e+13 5.76268e+13 3.95781e+13
threshold=62.385000000000012 37.792847950000002 37.692869000000009 88.015000000000015 55.924336300000007 37.767735350000002 17.500000000000004 5.5000000000000009 1.5000000000000002 23.500000000000004 1.5000000000000002 137.05000000000004 55.601678500000013 55.899899800000007 24.500000000000004 37.642309100000013 88.015000000000015 21.500000000000004 95.020000000000024 55.885524800000006 37.66934650000001 55.820531900000013 55.806974650000008 85.020000000000024 15.500000000000002 21.500000000000004 65.905000000000015 3.5000000000000004 75.015000000000015 55.924336300000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 6 9 -6 -4 -8 -9 10 11 -5 -12 -14 -11 -2 21 18 19 -18 -21 22 -17 25 -25 27 -27 29 -29 -23
right_child=1 -3 3 4 5 -7 7 8 -10 14 12 -13 13 -15 -16 16 17 -19 -20 20 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-18.510732119479638 -142.69952433580596 193.1031478535881 -7244.0393466447786 -34570.254016067214 -27138.91027423065 -173783.11730324075 17206.274994195592 128011.4619419643 -4408.2109235057287 -53258.798582134827 3246.510323337613 112550.27211745689 29306.326923318426 2798.0649049899725 -2942.3678310254882 11438.478768364999 -39117.098084104655 5074.5182246398927 -3442.0386864219472 5071.7315238620931 -223009.12558593752 -10526.108797085224 65911.314021778482 -36790.204314236114 86748.971055853544 -29702.9779375 101871.11719304865 -21248.507692307696 193635.94957682292 36906.31601646464
leaf_weight=3223874 250624 803483 18470 265 197 27 1408 28 5701 132 2167 29 1322 596 602 4094 341 960 433 23 32 2541 259 45 134 50 88 26 24 189
leaf_count=3223874 250624 803483 18470 265 197 27 1408 28 5701 132 2167 29 1322 596 602 4094 341 960 433 23 32 2541 259 45 134 50 88 26 24 189
internal_value=0 54.5342 -328.324 -3503.4 4254.95 -44814.8 -5120.39 375.444 -3761.02 6404.69 9488.16 -20058.4 11614.6 21069.1 -11991.1 49.7584 5270.52 -9489.9 -26355.8 -51410.5 -127630 8815 14679.6 572.026 55691.6 -2809.2 54199.3 -5639.12 81896 -7242.33
internal_weight=0 1.09429e+06 290807 30944 5337 224 25607 7137 5729 5113 4379 294 4085 1918 734 259863 9239 1789 829 396 55 7450 4353 3097 179 2918 138 2780 50 2730
internal_count=4318164 1094290 290807 30944 5337 224 25607 7137 5729 5113 4379 294 4085 1918 734 259863 9239 1789 829 396 55 7450 4353 3097 179 2918 138 2780 50 2730
is_linear=0
shrinkage=0.1


Tree=3759
num_leaves=31
num_cat=0
split_feature=1 2 0 4 5 0 5 5 1 3 3 5 2 2 5 5 5 0 5 5 1 2 6 0 5 4 0 5 0 5
split_gain=4.6309e+11 2.50066e+12 9.52111e+12 1.48985e+13 1.42559e+13 8.23016e+12 7.72813e+12 1.72674e+13 1.13347e+13 7.73846e+12 1.53938e+13 2.8409e+13 2.3363e+13 1.42918e+13 1.16473e+13 1.09539e+13 1.19587e+13 8.83065e+12 1.21788e+13 9.72813e+12 7.48989e+12 6.27281e+12 1.5011e+13 1.22042e+13 2.23813e+13 2.19816e+13 1.56034e+13 1.09847e+13 1.51204e+13 1.41136e+13
threshold=83.000022850000008 9.5000000000000018 54.978840000000005 4.5000000000000009 32.355000000000011 54.99493995000001 91.050000000000011 89.00500000000001 92.928903050000017 16.500000000000004 21.500000000000004 118.33500000000002 15.500000000000002 10.500000000000002 112.04500000000002 99.555000000000021 104.75000000000001 56.028355650000009 107.05000000000001 97.050000000000011 92.815157350000007 7.5000000000000009 1.5000000000000002 55.014170500000006 137.05000000000004 4.5000000000000009 54.762542150000009 123.15000000000002 56.028355650000009 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 -3 4 -4 -6 7 -7 9 13 11 15 -13 17 -15 20 -17 19 -19 -8 -11 -2 -23 24 25 -24 -26 29 -29 -25
right_child=1 2 3 -5 5 6 8 -9 -10 10 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 22 23 27 26 -27 -28 28 -30 -31
leaf_value=12.318090982818596 -156.33943849737813 1720.1621241306211 7972.0936595441417 -55927.015769531252 -10622.781064478811 -1501.7524102505365 5725.3067139818086 -32202.262260636042 59008.873666158543 15556.618917768428 -2426.473189621337 183813.54787946431 36352.403409090912 -10732.242153234649 -70815.43970757378 -48346.151914062502 38769.752463942306 13935.71287913603 -76023.46692708334 49664.794360906431 84073.174254918995 2756.0674763258512 -1884.1754943569604 1748.2198980612484 20303.565516493058 -65180.396974431816 114594.7317608173 -68925.205108762253 14404.591920230265 66241.689872472431
leaf_weight=3782924 410607 12720 1597 50 998 42373 213 184 41 39 209 21 22 114 45 40 26 34 27 66 27 26135 22510 16884 54 55 26 51 38 34
leaf_count=3782924 410607 12720 1597 50 998 42373 213 184 41 39 209 21 22 114 45 40 26 34 27 66 27 26135 22510 16884 54 55 26 51 38 34
internal_value=0 -87.0608 -702.064 -1370.03 -1310.83 -1644.13 -1438.05 -1634.49 7609.63 5223.03 15894.7 37775.4 108368 -2989.22 -27736.9 14779.2 -14027.8 8583.96 -25882.3 16119.6 43586.1 -11.0932 895.455 -330.891 -1851.26 -2038.45 50948.2 1693.5 -33346.2 1877.83
internal_weight=0 535240 58846 46126 46076 44479 43481 42557 924 883 384 175 43 499 159 132 66 340 61 279 66 476394 65787 39652 22645 22565 80 17007 89 16918
internal_count=4318164 535240 58846 46126 46076 44479 43481 42557 924 883 384 175 43 499 159 132 66 340 61 279 66 476394 65787 39652 22645 22565 80 17007 89 16918
is_linear=0
shrinkage=0.1


Tree=3760
num_leaves=31
num_cat=0
split_feature=5 0 0 2 3 1 6 3 1 5 4 5 3 2 5 5 4 1 3 5 0 5 5 2 3 1 5 0 6 5
split_gain=4.64643e+11 3.8883e+12 1.17508e+13 2.953e+13 4.90478e+13 3.94703e+13 3.59804e+13 3.02221e+13 2.93504e+13 2.86023e+13 7.02569e+13 4.88135e+13 3.87338e+13 3.13162e+13 2.82732e+13 2.66658e+13 2.57433e+13 2.38352e+13 2.49979e+13 2.32479e+13 2.28682e+13 2.65222e+13 2.27344e+13 2.22961e+13 3.46357e+13 2.88778e+13 2.03052e+13 3.35995e+13 1.99658e+13 2.58414e+13
threshold=96.015000000000015 55.834684950000003 55.812836050000008 12.500000000000002 22.500000000000004 37.971176850000006 1.5000000000000002 14.500000000000002 49.148175700000003 120.05000000000001 3.5000000000000004 116.06000000000002 12.500000000000002 6.5000000000000009 128.92000000000004 128.92000000000004 3.5000000000000004 38.151577750000008 7.5000000000000009 107.05000000000001 55.820531900000013 98.020000000000024 102.01000000000001 14.500000000000002 22.500000000000004 49.111504200000006 101.05000000000001 55.820531900000013 1.5000000000000002 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 26 -4 9 15 11 14 12 16 -13 -11 -9 17 18 -8 -14 21 -5 -18 25 28 -23 -6 -28 -25 -30
right_child=1 -3 3 20 5 -7 7 8 -10 10 -12 13 19 -15 -16 -17 22 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=6.2135193823699684 32.84540595868431 -858.86863879656767 -25485.870698529412 -121456.88464439656 103844.43399345932 200981.07481689454 135755.72579126604 50898.674180888622 -80884.420507812509 40456.578343023255 77622.358561817702 -108175.02092992811 -17258.241246568836 15668.757017780172 -60538.2235526843 -41599.260937500003 -63183.879543269228 18260.02815057664 428.35651041666671 -140646.84968449522 9027.9223011443755 -149575.31808907646 15582.108965773812 -58722.598211984536 65442.136236213242 -7197.676872306035 75389.837936046519 -59938.192321777344 78530.952612304696 -36109.179668351717
leaf_weight=4168594 94007 53254 255 29 43 20 39 374 20 43 151 69 37 29 78 34 65 252 21 26 277 28 84 97 51 29 43 32 32 51
leaf_count=4168594 94007 53254 255 29 43 20 39 374 20 43 151 69 37 29 78 34 65 252 21 26 277 28 84 97 51 29 43 32 32 51
internal_value=0 -173.174 205.953 7253.73 13909.2 71077.3 8906.57 15540.5 37392.6 5078.87 32127.3 -6749.38 5365.59 -71527.4 -24647.5 43190.5 15416.4 31746.8 88391.1 -68180.5 -11962.1 -30303.5 -18778.9 -21124.9 -7303.55 -77137.6 49059.8 17649.9 -27914.8 8089.43
internal_weight=0 149570 96316 2309 1715 138 1577 1322 428 894 272 622 524 98 121 408 461 312 60 63 594 317 149 288 231 57 118 75 180 83
internal_count=4318164 149570 96316 2309 1715 138 1577 1322 428 894 272 622 524 98 121 408 461 312 60 63 594 317 149 288 231 57 118 75 180 83
is_linear=0
shrinkage=0.1


Tree=3761
num_leaves=31
num_cat=0
split_feature=0 2 1 3 5 5 5 3 5 4 5 5 4 1 5 1 3 5 2 1 0 2 3 2 6 0 2 3 3 4
split_gain=4.30305e+11 4.66024e+12 1.50629e+13 2.22048e+13 1.9088e+13 5.21126e+13 3.75786e+13 2.67137e+13 2.42989e+13 1.99016e+13 1.92824e+13 1.44742e+13 1.41497e+13 1.02115e+13 8.86858e+12 8.84644e+12 9.7165e+12 1.0971e+13 8.53322e+12 5.72283e+12 2.83273e+13 3.0843e+13 2.87543e+13 2.69085e+13 2.08155e+13 4.33236e+13 3.20049e+13 4.30586e+13 3.85295e+13 2.84707e+13
threshold=44.580511600000001 17.500000000000004 39.718803500000007 24.500000000000004 81.910000000000011 101.05000000000001 114.05000000000001 20.500000000000004 74.610000000000014 1.0000000180025095e-35 94.040000000000006 67.990000000000023 2.5000000000000004 39.899261850000009 142.05000000000004 39.753614400000011 19.500000000000004 47.415000000000006 21.500000000000004 39.718803500000007 43.592450450000008 4.5000000000000009 21.500000000000004 4.5000000000000009 1.5000000000000002 43.642715500000008 10.500000000000002 10.500000000000002 12.500000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 12 8 7 -7 -6 9 -4 -9 13 -3 15 -8 16 -11 18 -18 20 21 -1 24 -24 25 26 27 -22 -29 -26
right_child=-2 2 4 -5 5 6 14 10 -10 11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=93089.84743134462 5.9358925216107998 31955.635655886628 -85553.408089717748 113655.22964504077 -201789.62372159094 96262.761145833341 -81503.674595424105 -128563.54954427083 97002.263111413049 -43792.037207031251 2647.8191220238095 -81138.746665736602 -68187.087473260792 68782.904076086954 -6909.6876266891895 -47444.360837053573 -24831.771608922103 47576.571113855702 33689.192047275646 172.80973384492029 39714.086362363516 -5547.8682665215165 127667.1982421875 21356.304810855265 12169.769309935489 307.50792350452286 107331.71069335938 -61301.257280927843 35256.675568644212 -3759.4367588352466
leaf_weight=66 4170694 43 31 23 22 30 28 24 23 32 21 21 21 23 37 35 69 68 39 118562 415 61 29 133 1180 3372 48 97 72 22845
leaf_count=66 4170694 43 31 23 22 30 28 24 23 32 21 21 21 23 37 35 69 68 39 118562 415 61 29 133 1180 3372 48 97 72 22845
internal_value=0 -167.877 -9037.55 29382 -15682.7 -43945.5 3685.49 -111482 -2255.76 -9434.8 -67331.6 -1212.93 -903.695 5097 -39042.5 -930.884 6895.9 16111.9 -3699.2 -132.248 -1409.47 45712.7 -1621.75 40387.3 -1864.55 4810.8 28837.9 22386.3 -20164.1 -2977.07
internal_weight=0 147470 590 87 503 162 95 67 341 318 45 287 64 266 65 243 208 176 108 146880 28318 127 28191 162 28029 4004 632 584 169 24025
internal_count=4318164 147470 590 87 503 162 95 67 341 318 45 287 64 266 65 243 208 176 108 146880 28318 127 28191 162 28029 4004 632 584 169 24025
is_linear=0
shrinkage=0.1


Tree=3762
num_leaves=31
num_cat=0
split_feature=3 3 1 1 1 1 0 0 6 6 5 0 2 2 2 2 0 1 1 0 1 5 0 5 0 1 1 5 1 0
split_gain=4.25021e+11 3.46555e+12 1.45769e+13 2.53862e+13 1.80354e+13 6.12534e+13 1.75782e+13 3.58648e+13 3.2135e+13 2.47947e+13 3.16432e+13 2.57061e+13 2.3989e+13 2.67621e+13 2.36275e+13 1.86924e+13 1.68533e+13 3.22505e+13 1.86576e+13 1.65352e+13 1.54212e+13 2.2208e+13 2.38825e+13 2.007e+13 1.63111e+13 3.95545e+13 6.64275e+13 5.57132e+13 7.40956e+13 9.82509e+13
threshold=18.500000000000004 17.500000000000004 82.961358250000018 65.659480050000013 82.962740850000003 82.963712850000022 54.978840000000005 54.970187400000007 1.5000000000000002 1.5000000000000002 64.405000000000015 55.02863030000001 9.5000000000000018 8.5000000000000018 10.500000000000002 15.500000000000002 54.945614000000006 82.958618050000013 82.888608650000023 55.050600750000008 65.520339550000017 85.020000000000024 57.106514900000001 34.605000000000011 59.916647550000008 30.305955500000003 30.332994000000003 80.00500000000001 30.323743050000001 59.853570100000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 20 -4 -6 7 16 -9 10 -8 -12 13 -11 19 -13 17 -5 -18 -14 24 22 -22 -24 25 -3 27 -27 29 -29
right_child=-2 2 4 6 5 -7 9 8 -10 12 11 15 14 -15 -16 -17 18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-5.0307512410420268 -78.050159727853838 23644.257453992228 -8917.6818063578048 4523.7127655652102 62254.818099381089 -1018.5972980831439 14835.769587576155 14911.412373783904 -52366.082916969477 1279.6194207853071 111443.47930349578 19196.581653882968 40981.056175713558 -40214.536067293135 5901.1878341560132 92007.796467391308 31492.792768101004 46317.163799203729 -1169.2122070764444 -43291.462562500004 26487.739011585865 35741.941677268493 8941.547711260906 -19268.465133807302 -3075.1018933131709 -10151.219916905855 1419.5225826354251 -221469.42606143045 105027.54011548914 -52214.784770063925
leaf_weight=3597421 600644 786 2935 637 154 23531 1208 106 215 751 59 151 339 196 1131 46 187 260 2701 25 158 109 308 1392 9479 608 72375 42 23 187
leaf_count=3597421 600644 786 2935 637 154 23531 1208 106 215 751 59 151 339 196 1131 46 187 260 2701 25 158 109 308 1392 9479 608 72375 42 23 187
internal_value=0 12.6107 541.038 1128.95 -1523.47 -607.193 6511.28 1942.79 -30149.8 11313.7 21603.7 53539.9 5144.75 -7308.4 13033.1 36198.2 4664.51 16637.8 945.675 35193.1 624.387 -8127.49 -10701.1 -14157.5 830.554 1330.71 1091.22 -26537.4 -66072.4 -83257.1
internal_weight=0 3.71752e+06 120099 93479 26620 23685 8012 4106 321 3906 1464 256 2442 947 1495 197 3785 897 2888 364 85467 1967 1858 1700 83500 74021 73235 860 252 229
internal_count=4318164 3717520 120099 93479 26620 23685 8012 4106 321 3906 1464 256 2442 947 1495 197 3785 897 2888 364 85467 1967 1858 1700 83500 74021 73235 860 252 229
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 5 3 5 2 2 1 5 5 3 3 2 1 5 0 5 5 4 3 0 2 0 3 2 1
split_gain=4.67425e+11 7.08547e+12 7.0748e+13 3.9911e+13 3.23053e+13 3.02402e+13 2.60687e+13 4.65662e+13 3.18e+13 3.97029e+13 2.22779e+13 6.50767e+13 4.83149e+13 3.08745e+13 2.72303e+13 4.26062e+13 3.86232e+13 3.86308e+13 2.54813e+13 2.94687e+13 2.35817e+13 9.71356e+13 5.49653e+13 2.32143e+13 3.60097e+13 2.95728e+13 3.32383e+13 2.35822e+13 3.6824e+13 3.40625e+13
threshold=38.996948700000011 38.969379750000009 45.040161900000008 45.03656895000001 45.112033650000008 2.5000000000000004 116.06000000000002 8.5000000000000018 78.010000000000005 6.5000000000000009 9.5000000000000018 38.975980350000007 90.015000000000015 47.005000000000003 23.500000000000004 9.5000000000000018 8.5000000000000018 38.975980350000007 84.030000000000015 45.029420750000007 110.05000000000001 118.33500000000002 2.5000000000000004 8.5000000000000018 45.022371150000005 1.5000000000000002 45.029420750000007 11.500000000000002 2.5000000000000004 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -4 -5 8 -8 -7 -10 12 13 14 -12 15 -3 -16 -18 -17 -20 22 -22 -15 24 -14 26 -26 28 -25 -30
right_child=-2 2 4 5 -6 6 7 -9 9 -11 11 -13 23 20 16 18 17 -19 19 -21 21 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=2.7810052471728479 -23.537957332576223 -3200.0870733887919 5285.2057077382124 17771.430568733005 -1181.2113954787494 -10618.589039201406 -67557.139314516142 77065.894883554196 -7638.8257137012106 -62482.189971127722 -60857.919570312501 -1967.182862106426 -76135.949125744053 38540.603147868875 -8224.1646987508921 13268.124117994825 -141072.93397671569 -5775.3659586588547 17924.537412308677 135265.64009046051 -95969.406207386375 71346.395884931844 135910.99021786972 38053.638792782738 52944.603880208335 78768.579464285722 -98548.906473214287 -28022.173583852764 -145242.68064926608 -1562.715625
leaf_weight=1407690 2856253 4677 27721 362 10711 5681 31 79 253 276 30 1490 42 316 263 1294 51 36 49 38 55 94 71 21 30 63 28 371 66 22
leaf_count=1407690 2856253 4677 27721 362 10711 5681 31 79 253 276 30 1490 42 316 263 1294 51 36 49 38 55 94 71 21 30 63 28 371 66 22
internal_value=0 45.988 1167.73 -4467.9 3483.01 -10337.4 -11947.5 36308.5 -12802.2 -36252.8 -161.299 8998.01 -2832.06 37864 -209.901 1356.97 -27330.3 -85087.7 16790.3 69177 43389.5 9585.53 56404.4 -28963.9 3642.2 31333.8 -20190.2 -40036.5 -80929.1 -109323
internal_weight=0 1.46191e+06 54221 15789 38432 6682 6320 110 6210 529 9107 2056 7051 566 6408 6058 350 87 1381 87 536 149 387 643 163 121 58 480 109 88
internal_count=4318164 1461911 54221 15789 38432 6682 6320 110 6210 529 9107 2056 7051 566 6408 6058 350 87 1381 87 536 149 387 643 163 121 58 480 109 88
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 6 3 1 4 4 0 4 0 5 0 1 0 1 1 1 1 2 5 1 0 0 0 0 1 1
split_gain=4.35318e+11 3.27761e+12 1.14752e+13 9.27514e+12 1.3487e+13 1.40621e+13 1.64296e+13 1.44459e+13 1.40937e+13 1.19929e+13 2.97639e+13 2.59345e+13 2.79589e+13 2.21995e+13 1.58138e+13 1.19361e+13 9.49521e+12 1.47103e+13 1.52289e+13 4.82564e+13 2.11671e+13 1.21687e+13 2.31323e+13 1.74422e+13 3.35416e+13 1.00555e+13 1.97979e+13 2.8912e+13 1.20383e+13 2.86104e+13
threshold=3.5000000000000004 90.015000000000015 79.010000000000005 40.810045900000013 83.006817700000013 1.5000000000000002 2.5000000000000004 60.601268000000012 3.5000000000000004 2.5000000000000004 43.592450450000008 1.5000000000000002 44.678200800000006 83.010000000000005 59.990816400000007 82.907204800000002 45.098908000000009 37.275078000000001 39.826386800000009 39.863684800000009 39.925119750000007 2.5000000000000004 89.00500000000001 38.633372000000001 44.580511600000001 56.367862600000002 55.518428350000008 55.455204450000004 30.315880100000005 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 7 15 -5 -8 10 -4 -12 13 -13 -14 -7 17 -11 21 -20 -21 -19 23 -23 -25 26 27 -18 -27 -30
right_child=-2 -3 3 4 -6 6 8 -9 -10 16 11 12 14 -15 -16 -17 25 18 19 20 -22 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=186.18645458511139 -7.7720204735079568 1935.5786385242475 83463.605833333335 -992.97503361726922 3370.7532065895498 -5263.3524738428787 -24296.011243197125 54904.334317366804 -2197.7212765342315 -64005.93053125 39858.360890151518 -29385.900405092591 -13151.298823017976 -156470.24508928572 -92273.94467592593 61910.462413194451 -1316.9385602803804 12340.497255304314 -153542.08632812501 74553.069318181821 -34920.899352384869 -6514.3305588942312 -36178.005789620533 200477.27265625002 52906.959834130132 -14063.235172926272 -22818.531860665909 87384.585855263169 59600.925580929492 4474.5884821341742
leaf_weight=226536 4074053 9653 30 191 967 1304 1200 61 380 25 66 27 392 28 27 27 1114 563 22 33 38 26 28 20 67 183 466 38 117 482
leaf_count=226536 4074053 9653 30 191 967 1304 1200 61 380 25 66 27 392 28 27 27 1114 563 22 33 38 26 28 20 67 183 466 38 117 482
internal_value=0 129.71 55.3595 -3685.74 -6964.44 -10124.1 -12085.9 12537.7 -18981.2 -114.794 -13485.5 -18871.6 -27049.1 -94083.4 -18249.9 -3900.7 2250.6 11526.6 13895.8 -24136.2 15961.4 18920 45191.2 65353.4 86831.2 -926.418 -5426.39 1608.98 8384.26 15242.2
internal_weight=0 244111 234458 7922 4130 3163 2911 252 1580 3792 570 540 474 55 419 1331 3222 822 797 93 71 704 141 113 87 2400 1618 1152 782 599
internal_count=4318164 244111 234458 7922 4130 3163 2911 252 1580 3792 570 540 474 55 419 1331 3222 822 797 93 71 704 141 113 87 2400 1618 1152 782 599
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=31
num_cat=0
split_feature=0 6 1 5 0 3 5 2 5 5 3 2 3 5 5 0 0 4 3 0 1 5 5 5 3 5 3 3 1 2
split_gain=4.47782e+11 6.14591e+12 1.42158e+13 2.5953e+13 3.10983e+13 3.03033e+13 3.70544e+13 3.6688e+13 3.80054e+13 3.69229e+13 3.52673e+13 3.47352e+13 3.27382e+13 3.27711e+13 2.76997e+13 2.2468e+13 2.23763e+13 2.14684e+13 2.62312e+13 2.7114e+13 2.3604e+13 2.04702e+13 2.79262e+13 1.98838e+13 4.94452e+13 3.49888e+13 3.31325e+13 1.94317e+13 3.86476e+13 3.14111e+13
threshold=53.204054050000003 1.5000000000000002 43.048525950000005 51.405000000000008 43.642715500000008 2.5000000000000004 71.00500000000001 6.5000000000000009 62.015000000000008 58.305000000000007 13.500000000000002 14.500000000000002 10.500000000000002 63.455000000000005 76.00500000000001 43.592450450000008 47.425481600000005 1.5000000000000002 18.500000000000004 44.226894250000008 35.911716050000003 73.995000000000019 76.00500000000001 61.405000000000008 11.500000000000002 54.035000000000004 14.500000000000002 5.5000000000000009 39.739656000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 -5 7 23 9 10 -9 -11 -10 -14 -8 -12 -6 -1 19 27 -21 -18 -23 25 -25 -7 -26 28 -19 -29
right_child=-2 -3 -4 4 16 6 14 8 12 11 15 -13 13 -15 -16 -17 21 18 -20 20 -22 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=296.07782890590732 17.811209810997067 -170.55745669283655 -1330.0713681922998 -88843.94013310186 1066.3532958911628 51428.142764902506 81365.904013922278 59454.541264204541 -150522.77549838365 24985.771423339844 -21919.75297759434 173201.5806547619 -144595.57713068181 -10897.537707741478 27068.594751949033 -119945.10335937502 8947.0827471669891 -77837.063536771617 -14063.753773618504 82636.963628472236 1321.1751443531027 -15977.56111870365 4095.2906964867457 14527.821394636827 196165.1522981771 -14498.245310823499 54747.719066722973 9477.1063527450369 -10061.6909202609 -43618.17865006088
leaf_weight=73322 3306586 837599 34648 27 43786 123 117 44 29 64 106 21 22 110 477 30 7968 133 2353 36 4247 828 4254 148 30 233 37 403 229 154
leaf_count=73322 3306586 837599 34648 27 43786 123 117 44 29 64 106 21 22 110 477 30 7968 133 2353 36 4247 828 4254 148 30 233 37 403 229 154
internal_value=0 -58.2202 482.613 933.38 2538.75 16209.2 17992 6212.43 -15996.5 7284.81 -18365.8 61603.8 -54316.7 -33180.5 37763.5 -43543 2149.58 -226.905 -5302.51 -1339.57 2004.66 5784.08 824.861 22781.6 46794.1 8279.69 118069 -16925.3 -34962.6 -5202.74
internal_weight=0 1.01158e+06 173979 139331 58454 1618 1591 997 426 265 180 85 161 132 594 136 56836 80877 7555 5202 4283 13050 5082 571 215 356 67 919 362 557
internal_count=4318164 1011578 173979 139331 58454 1618 1591 997 426 265 180 85 161 132 594 136 56836 80877 7555 5202 4283 13050 5082 571 215 356 67 919 362 557
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=31
num_cat=0
split_feature=5 0 0 3 3 5 2 5 3 1 2 0 1 2 0 1 3 2 2 3 1 2 0 0 0 5 5 1 3 3
split_gain=4.45048e+11 2.97189e+12 4.27638e+12 5.85624e+12 1.15468e+13 6.16535e+12 5.06108e+12 5.05237e+12 4.85282e+12 3.97905e+12 3.91561e+12 3.54023e+12 9.32873e+12 8.03989e+12 3.38774e+12 1.89437e+13 9.40885e+12 6.74539e+12 1.08913e+13 3.31107e+12 7.79473e+12 5.97793e+12 1.54054e+13 3.92165e+13 2.62613e+13 2.55014e+13 2.15681e+13 3.07828e+13 2.07052e+13 2.04605e+13
threshold=142.05000000000004 60.035045000000004 60.052595500000002 8.5000000000000018 4.5000000000000009 225.45000000000002 8.5000000000000018 161.85000000000002 9.5000000000000018 50.388877400000005 3.5000000000000004 60.017447350000005 30.370618100000005 11.500000000000002 59.982527000000012 30.315880100000005 15.500000000000002 4.5000000000000009 2.5000000000000004 4.5000000000000009 113.46563545000002 3.5000000000000004 47.272352350000006 51.83362145000001 45.063245200000004 161.85000000000002 225.45000000000002 39.143775600000005 19.500000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 6 4 -4 7 -3 -6 10 -10 -5 14 13 -13 19 17 -17 18 -16 20 -2 22 24 26 29 -26 27 -24 -25 -21
right_child=1 2 3 8 5 -7 -8 -9 9 -11 -12 12 -14 -15 15 16 -18 -19 -20 21 -22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=2.2286863173201015 -3610.9422506831747 -49202.039813855234 5597.1610486016762 1336.7912946428571 -30149.966418457032 -6145.9417426215286 6848.4580162048342 -86795.040625000009 25007.594466145834 -28506.018087121211 55956.570719866075 22314.522764756945 79161.535468750008 -40047.527209051725 -10809.393569335938 -17376.253343750002 -101779.11657017301 -21465.805609809031 91152.612961647741 14228.795557402031 53587.845800781251 -857.16585414030203 -16500.610232469513 1314.7554660875612 98436.765984623024 23952.363765007467 26683.50222167969 -134488.25799153646 56646.629878212749 -29544.829107306985
leaf_weight=4297453 3262 49 138 21 32 36 24 31 24 33 35 72 20 29 20 25 28 27 22 497 24 12309 41 3402 63 170 24 48 69 136
leaf_count=4297453 3262 49 138 21 32 36 24 31 24 33 35 72 20 29 20 25 28 27 22 497 24 12309 41 3402 63 170 24 48 69 136
internal_value=0 -462.444 -8758.37 -4166.44 -13098.3 -39158.6 -30774.5 -58022.9 14566.7 -5973.97 35474.2 -289.476 16764.4 4408.59 -391.797 -17005.2 -61966.4 17530.3 42599.3 -290.683 -3193.18 278.42 3419.53 527.304 15389.2 44091.9 -57447.4 -80134.4 2414.7 4824.04
internal_weight=0 20711 423 350 237 99 73 63 113 57 56 20288 121 101 20167 122 53 69 42 20045 3286 16759 4450 3584 866 233 113 89 3471 633
internal_count=4318164 20711 423 350 237 99 73 63 113 57 56 20288 121 101 20167 122 53 69 42 20045 3286 16759 4450 3584 866 233 113 89 3471 633
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 1 3 5 5 3 1 3 0 5 1 5 0 5 0 4 0 0 0 3 0 0 0 5 4 5
split_gain=4.43413e+11 1.40092e+13 3.48007e+13 5.9663e+13 4.003e+13 2.69822e+13 2.02424e+13 2.02247e+13 1.89032e+13 1.40908e+13 1.25707e+13 2.86306e+13 3.62704e+13 2.22756e+13 2.20617e+13 3.46576e+13 2.16418e+13 2.05903e+13 2.56068e+13 2.95113e+13 1.8818e+13 4.44786e+13 2.12404e+13 4.80022e+13 5.61787e+13 4.29532e+13 3.8712e+13 3.41701e+13 6.67325e+13 6.03191e+13
threshold=47.854228500000012 47.473138800000008 43.056445700000005 56.143542450000005 114.05000000000001 47.554129950000011 5.5000000000000009 39.025000000000013 57.995000000000012 2.5000000000000004 47.208373000000009 15.500000000000002 56.121679000000007 33.005000000000003 46.037218400000008 50.005000000000003 56.143542450000005 125.85000000000001 56.143542450000005 4.5000000000000009 56.281985950000006 58.242297500000006 56.093493200000005 9.5000000000000018 56.143542450000005 54.811549550000009 56.143542450000005 63.145000000000003 2.5000000000000004 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 6 8 -5 -8 -4 -7 14 12 -12 -14 -1 -16 -13 20 -19 -20 22 -22 25 26 -25 -17 -24 -28 -29 -30
right_child=-2 2 3 4 -6 9 7 -9 -10 -11 11 16 13 -15 15 17 -18 18 19 -21 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-1.5554775686262163 35.134736099399838 761.90687870195688 -7953.8425419603773 6495.8141191224795 -93766.706640625009 -7296.5485511921943 3299.6347944905365 -8652.5707230933931 -22837.737253240841 -41328.240606505613 802.04887094463572 -1024.3061615048434 -6054.8149722138296 10547.808213052815 1177.9333695537753 -8091.9040655534882 -15492.988712101069 -8656.505348996352 85198.811318824417 -34981.809606481482 -57264.808211059571 41266.568862552966 -4860.1989343200858 -7927.7505732694663 -46842.997225022213 -38798.971731030593 -4069.1805739161059 77703.720096486184 -31263.660740715295 40587.098920260054
leaf_weight=2276405 1960871 18687 3657 2960 46 161 2431 3390 1113 498 17613 4457 905 7549 7610 1765 1346 137 84 27 205 59 2156 1819 466 614 434 217 199 283
leaf_count=2276405 1960871 18687 3657 2960 46 161 2431 3390 1113 498 17613 4457 905 7549 7610 1765 1346 137 84 27 205 59 2156 1819 466 614 434 217 199 283
internal_value=0 -29.2262 -2076.94 -5798.14 -724.647 -14047.1 -237.239 -3661.02 -11426.8 -33014 -0.203998 1972.18 3386.36 8770.5 -27.624 -3719.23 -4380.3 -8121.76 20267.1 55965.7 -8978.58 -35244.5 -8106.68 -4730.47 -15864.1 -16017.1 3004.49 17970.3 31654.3 10922.6
internal_weight=0 2.35729e+06 32943 14256 8827 5429 8781 5821 4770 659 2.32435e+06 31870 26067 8454 2.29248e+06 16075 5803 8465 248 111 8217 264 7953 5574 2285 2379 3289 1133 699 482
internal_count=4318164 2357293 32943 14256 8827 5429 8781 5821 4770 659 2324350 31870 26067 8454 2292480 16075 5803 8465 248 111 8217 264 7953 5574 2285 2379 3289 1133 699 482
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 4 0 2 5 5 5 5 2 5 1 0 5 4 5 6 0 0 5 6 0 5 0 0 0 1
split_gain=4.32139e+11 3.22405e+12 1.34365e+13 9.74222e+12 1.64375e+13 1.32431e+13 1.12971e+13 1.05113e+13 1.09719e+13 2.20554e+13 1.08868e+13 1.40836e+13 8.04859e+12 7.7398e+12 7.57895e+12 1.57224e+13 1.44734e+13 1.38315e+13 2.30388e+13 1.48594e+13 1.13072e+13 1.65111e+13 8.06829e+12 7.27848e+12 7.69406e+12 7.19166e+12 6.99987e+12 8.72036e+12 1.06097e+13 6.80804e+12
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 45.022371150000005 79.730000000000018 3.5000000000000004 54.811549550000009 1.5000000000000002 51.815000000000005 80.815000000000012 46.810000000000009 42.895000000000003 2.5000000000000004 64.805000000000021 38.151577750000008 56.301440000000007 39.505000000000003 1.5000000000000002 59.245000000000012 1.5000000000000002 55.820531900000013 55.793358600000012 39.025000000000013 1.5000000000000002 44.732363600000006 46.010000000000012 57.814144100000007 55.751981950000008 55.645049100000001 37.944765900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 5 6 7 -5 -4 10 13 11 12 -9 -10 15 20 -17 -18 -19 -20 21 22 -3 -24 25 -25 27 28 -8 -1
right_child=-2 14 3 4 -6 -7 26 8 9 -11 -12 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-751.08732852635933 -7.7435971922026701 -4586.4765422296086 -21801.446113632112 -43395.036076766308 -93459.97006655093 72379.959437500002 -9319.6529809098211 12205.083369348406 36941.370857007576 -24201.381790865387 -50963.314500762201 82897.089936755947 -62260.525806826634 105963.69472656251 217.27378374607676 -34139.484725674716 80092.803435407375 -22155.84268136161 11059.932706853695 80966.483042279418 -17732.902049502107 73599.140747767859 -23915.103140751009 73534.424652777772 8601.1095480578497 17505.698557632688 -65292.287855113638 14994.195167837572 -58845.043205618349 4667.2539027006196
leaf_weight=32690 4074053 654 167 115 27 25 543 47 33 39 41 21 21 32 205283 33 56 70 55 68 235 35 62 36 961 63 22 134 47 2496
leaf_count=32690 4074053 654 167 115 27 25 543 47 33 39 41 21 21 32 205283 33 56 70 55 68 235 35 62 36 961 63 22 134 47 2496
internal_value=0 129.236 -737.499 -10666 -16629.9 1765.77 -14220.6 -2636.61 11040.9 35250.5 -8326.84 11314.7 -10791.6 70921.6 281.616 5955.29 28091.1 36338.6 23643 49707.5 2904.31 5582.24 4241.82 9387.73 11335.6 37879.8 -9723.19 -8034.62 -13264.9 -366.725
internal_weight=0 244111 36500 1314 888 426 861 401 234 104 130 89 68 65 207611 2328 282 249 193 123 2046 1811 1776 1122 1060 99 746 724 590 35186
internal_count=4318164 244111 36500 1314 888 426 861 401 234 104 130 89 68 65 207611 2328 282 249 193 123 2046 1811 1776 1122 1060 99 746 724 590 35186
is_linear=0
shrinkage=0.1


Tree=3769
num_leaves=31
num_cat=0
split_feature=5 3 2 4 1 3 0 1 1 0 5 0 1 3 5 2 5 1 0 0 3 1 5 0 1 5 1 1 3 5
split_gain=4.09858e+11 3.8031e+12 8.6336e+12 1.54045e+13 1.95818e+13 1.53644e+13 3.06642e+13 1.99924e+13 4.28164e+13 1.85828e+13 2.52287e+13 2.46716e+13 1.90566e+13 3.12462e+13 3.05978e+13 7.4698e+13 5.17343e+13 6.51048e+13 6.12942e+13 4.42873e+13 3.93539e+13 5.15058e+13 3.37537e+13 2.86015e+13 3.57996e+13 2.71265e+13 2.69904e+13 2.34236e+13 2.50391e+13 1.99584e+13
threshold=96.015000000000015 5.5000000000000009 2.5000000000000004 3.5000000000000004 92.815157350000007 21.500000000000004 59.990816400000007 37.582182450000005 37.475443250000005 57.641335050000002 100.05000000000001 59.982527000000012 49.111504200000006 8.5000000000000018 120.05000000000001 1.5000000000000002 137.05000000000004 37.098288800000006 53.973051950000006 55.701368300000006 8.5000000000000018 39.488326500000007 142.05000000000004 54.762542150000009 82.933113850000026 110.05000000000001 44.005491150000005 37.971176850000006 7.5000000000000009 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 8 -7 12 11 -11 14 23 -5 19 17 -17 -18 20 21 -16 26 -14 -25 -15 -21 28 -20 -27
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 -13 13 25 15 16 18 -19 27 22 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=5.8357240394403425 -1195.6609353741821 -4254.5163287864079 416.72894878639585 4973.2999564792808 -27905.451933458116 -28423.182741477271 79489.284162248892 -12004.45498851103 -199282.79998046876 -89303.478321687944 -1986.6350701363237 5996.2498579545463 94406.607930424536 13366.593260224938 -48324.603993055556 271922.608515625 -10691.345382710377 78688.181002269077 -54792.710859375009 155311.31696259472 -67689.04902193509 136383.48491586538 -13184.465042613636 31974.858597545826 -45731.530679687508 -23353.003292912312 15937.942838541667 120849.65438368055 91706.848995535722 2435.4598460021125
leaf_weight=4168594 28781 10777 104547 1265 207 55 28 170 20 71 643 44 53 571 36 20 153 136 20 33 130 26 55 283 75 744 24 72 28 503
leaf_count=4168594 28781 10777 104547 1265 207 55 28 170 20 71 643 44 53 571 36 20 153 136 20 33 130 26 55 283 75 744 24 72 28 503
internal_value=0 -162.645 83.4973 -2061.46 2263.26 3450.96 -19648.3 -30978.3 -73985.7 4715.97 -9702 -52841 7301.45 944.503 14393.4 30650.4 57523 103462 31272.3 -7271.88 -36423.4 29133.6 42702.1 25845.7 15695.6 -4684.97 96627.8 84775.9 30665.4 -12950.8
internal_weight=0 149570 120789 16242 5465 5258 273 245 75 4985 758 115 4227 2229 1998 733 429 156 273 304 192 62 112 411 358 1818 57 120 48 1247
internal_count=4318164 149570 120789 16242 5465 5258 273 245 75 4985 758 115 4227 2229 1998 733 429 156 273 304 192 62 112 411 358 1818 57 120 48 1247
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=31
num_cat=0
split_feature=3 1 1 0 3 5 0 0 5 6 3 2 5 5 3 4 3 5 3 5 5 0 5 0 3 5 5 3 3 2
split_gain=4.1819e+11 3.37821e+12 1.75459e+13 1.36921e+14 5.8306e+13 4.64997e+13 3.72346e+13 1.71607e+14 3.30679e+13 2.76497e+13 3.60455e+13 4.77777e+13 4.65982e+13 3.46568e+13 4.83454e+13 4.1969e+13 4.03926e+13 3.01216e+13 2.85088e+13 2.93089e+13 4.06092e+13 3.50919e+13 2.69473e+13 2.55024e+13 2.48958e+13 2.30565e+13 2.23542e+13 2.21806e+13 2.14409e+13 2.01957e+13
threshold=10.500000000000002 82.902675200000019 82.897133550000021 54.959412650000012 13.500000000000002 78.010000000000005 55.012873400000011 55.043101600000007 67.00500000000001 1.5000000000000002 24.500000000000004 20.500000000000004 79.730000000000018 54.035000000000004 23.500000000000004 1.5000000000000002 19.500000000000004 72.010000000000005 20.500000000000004 128.92000000000004 96.015000000000015 55.050600750000008 53.385000000000012 55.061033200000004 15.500000000000002 40.605000000000011 40.405000000000008 11.500000000000002 14.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 26 27 13 18 12 17 15 -15 23 -17 -12 19 20 25 -22 -20 -9 -10 28 -8 -5 -11 -23
right_child=1 -3 3 6 -6 -7 7 9 24 10 11 -13 -14 14 -16 16 -18 -19 22 -21 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=24.228600436324879 -64.612958502294362 347.74346205600921 92269.681715745188 22650.947263415106 45373.941494140628 287466.39762228262 3109.1620498046877 -21111.851028615598 -23863.631236810594 -13112.410436597922 36245.178610321971 -74065.707599431829 101123.82694196429 -40793.871310881048 -3967.3767030777472 -1984.6846037443695 66757.045112972133 -98867.822017045459 -9287.9317694180263 -117026.40653409093 -12803.083677978517 21026.091363055893 -102655.13922991072 238.36200232530609 -64884.841878413223 -10667.22931043306 40018.31912961998 -15914.74515457425 30968.451269239613 99798.716585847709
leaf_weight=2688514 1422507 197496 26 203 80 23 200 1339 525 177 66 33 105 903 589 222 139 22 69 22 80 52 56 961 206 1693 914 562 293 87
leaf_count=2688514 1422507 197496 26 203 80 23 200 1339 525 177 66 33 105 903 589 222 139 22 69 22 80 52 56 961 206 1693 914 562 293 87
internal_value=0 -39.9711 -93.4375 -4343.79 97989.6 183893 -5730.74 -3029.73 -20214.3 -8903.17 -1135.53 37128 56140.4 -14056 -26255.8 -7215.74 24483.7 2466.93 -4554.88 -2133.84 -1072.7 39961.6 -51116.4 -12191.2 -35423.6 -5227.35 33391.9 -5680.97 14367.8 70329.8
internal_weight=0 1.62965e+06 1.43215e+06 9647 129 49 9518 8022 1496 6908 2755 226 193 4153 1492 2661 361 88 2529 2404 2382 219 125 2300 731 2163 1114 765 470 139
internal_count=4318164 1629650 1432154 9647 129 49 9518 8022 1496 6908 2755 226 193 4153 1492 2661 361 88 2529 2404 2382 219 125 2300 731 2163 1114 765 470 139
is_linear=0
shrinkage=0.1


Tree=3771
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 5 5 3 0 3 3 5 5 2 0 2 2 3 5 5 3 3 1 4 5 5 5 5 5 5
split_gain=4.45613e+11 5.7214e+12 5.74744e+13 3.23092e+13 2.6595e+13 3.66305e+13 4.17066e+13 2.62214e+13 2.62167e+13 2.40768e+13 4.36896e+13 3.78943e+13 2.97077e+13 2.63624e+13 2.00382e+13 5.32221e+13 4.59825e+13 5.30142e+13 4.5038e+13 3.59175e+13 2.83081e+13 3.48791e+13 6.73043e+13 2.84351e+13 6.7552e+13 7.22461e+13 3.45414e+13 2.5178e+13 2.21762e+13 5.55478e+13
threshold=38.996948700000011 38.969379750000009 45.040161900000008 45.03656895000001 5.5000000000000009 120.05000000000001 63.145000000000003 9.5000000000000018 45.112033650000008 18.500000000000004 20.500000000000004 78.710000000000022 68.52500000000002 14.500000000000002 45.029420750000007 9.5000000000000018 8.5000000000000018 18.500000000000004 87.395000000000024 47.005000000000003 23.500000000000004 19.500000000000004 38.984911950000004 3.5000000000000004 112.04500000000002 99.555000000000021 120.05000000000001 37.995000000000012 132.05000000000004 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 -5 6 -6 -8 -4 -9 11 12 -11 -13 18 16 -16 -18 -3 27 21 23 -23 24 25 -21 -26 -17 -20 -30
right_child=-2 2 8 4 5 -7 7 9 -10 10 -12 13 -14 -15 15 19 17 -19 28 20 -22 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=6.0763188558982435 -22.982205047580443 -314.93713272445126 4763.2203901075472 -3602.6868310801747 -9491.6617995396682 104257.64259375 16637.718878728694 -54649.649086766098 -1062.0455852137084 -47586.979537963867 -69539.274038993361 -5818.6633045014887 61999.16971849915 -135517.25881250002 2926.5370442593535 48225.799492187507 9362.1072706653231 -117618.74914620536 -34847.40316124868 37531.996287318638 96689.883203125006 -139154.22206439395 54888.91166115785 130226.81789772728 -89478.592438616077 174041.77355902779 25488.247002551023 -89777.35158253205 135647.34905133929 -28829.03036728896
leaf_weight=1407690 2856253 5574 27721 3676 2077 25 88 495 10711 32 113 42 109 25 2038 20 62 70 590 280 74 33 39 33 56 45 49 39 28 77
leaf_count=1407690 2856253 5574 27721 3676 2077 25 88 495 10711 32 113 42 109 25 2038 20 62 70 590 280 74 33 39 33 56 45 49 39 28 77
internal_value=0 44.9022 1052.9 -4026.62 -9307.66 -16284.2 -17295.1 -35224.1 3139.72 -40817 -19486.4 7705.82 37128.6 -54213.7 -151.8 6819.84 -778.147 -57976.2 -3307.89 31501.9 38719.3 30701 -34047.5 40769.9 33904.6 56433.4 -35827.4 -42996.6 -27311.8 15031.3
internal_weight=0 1.46191e+06 54221 15789 6682 3006 2981 904 38432 816 321 208 141 67 9107 2838 2170 132 6269 668 609 535 72 463 430 325 105 59 695 105
internal_count=4318164 1461911 54221 15789 6682 3006 2981 904 38432 816 321 208 141 67 9107 2838 2170 132 6269 668 609 535 72 463 430 325 105 59 695 105
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=31
num_cat=0
split_feature=0 0 3 5 5 5 5 5 5 4 1 1 4 5 5 3 6 5 1 5 5 5 2 1 6 2 5 3 1 6
split_gain=4.37848e+11 5.58752e+12 8.35711e+13 1.81955e+13 1.94215e+13 4.75514e+13 3.29741e+13 2.68927e+13 1.73623e+13 1.58337e+13 1.53088e+13 5.43724e+13 2.53928e+13 1.8379e+13 1.9191e+13 1.52073e+13 1.39355e+13 2.41671e+13 1.22211e+13 1.73854e+13 1.69017e+13 2.60269e+13 2.22286e+13 1.60491e+13 1.29576e+13 1.19737e+13 1.0638e+13 1.02541e+13 2.73245e+13 1.94871e+13
threshold=54.947737500000009 54.959412650000012 9.5000000000000018 40.605000000000011 123.15000000000002 90.015000000000015 95.020000000000024 76.730000000000018 32.355000000000011 3.5000000000000004 82.970752000000019 82.964402850000013 1.5000000000000002 55.990000000000002 47.815000000000005 4.5000000000000009 1.5000000000000002 33.57500000000001 37.542000650000013 60.310000000000009 64.805000000000021 65.50500000000001 7.5000000000000009 82.961358250000018 1.5000000000000002 2.5000000000000004 29.610000000000003 15.500000000000002 82.959896850000021 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 15 26 -9 11 13 -13 14 -10 -5 -12 -18 19 -17 24 -22 25 -20 -21 -23 -4 -15 -29 -30
right_child=1 -3 8 4 -6 6 -8 9 10 -11 16 12 -14 27 -16 18 17 -19 23 20 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-43.218014053541133 4598.1541449772894 12.547681722896845 -1231.737451981181 -10216.490084235826 -50959.420859375008 209423.0653125 57053.502144451537 -59505.379029017866 478.02627877276876 33206.199367187503 -3315.2858655058562 -2260.1976066191451 26653.019650487433 -26984.8454096368 68950.566059802819 -36148.052446289068 784.50437354940323 -21988.505956510951 36689.126339114875 22064.153709904102 -65530.596903409089 52256.591666666674 88874.099072265628 18043.696643960775 86776.063038429071 -37462.494929534318 30546.775437127973 58769.863836880395 -6523.6088538581171 -39415.573632579988
leaf_weight=1519375 1468 2782189 181 167 40 20 49 70 1610 25 4822 441 976 376 42 80 754 1220 689 189 55 21 32 1399 37 51 252 58 1266 210
leaf_count=1519375 1468 2782189 181 167 40 20 49 70 1610 25 4822 441 976 376 42 80 754 1220 689 189 55 21 32 1399 37 51 252 58 1266 210
internal_value=0 23.4617 1852.67 13682.1 18242.8 19202.6 101219 17192.2 -2403.14 -35107.6 -3126.32 1086.23 17654.6 -5504.85 2218.85 19018.9 -6212.59 -13290 20931.3 6270.07 15084.2 -9895.66 19526.7 24196.3 32658.6 -11294.4 17262.9 -12185.2 -8557.7 -11203.4
internal_weight=0 2.79879e+06 16600 4392 2924 2884 69 2815 12208 95 11775 4979 1417 3562 1652 2720 6796 1974 2553 465 385 159 104 2088 226 72 433 1910 1534 1476
internal_count=4318164 2798789 16600 4392 2924 2884 69 2815 12208 95 11775 4979 1417 3562 1652 2720 6796 1974 2553 465 385 159 104 2088 226 72 433 1910 1534 1476
is_linear=0
shrinkage=0.1


Tree=3773
num_leaves=31
num_cat=0
split_feature=5 2 3 4 4 1 5 5 0 5 1 5 0 1 1 1 1 1 5 0 1 5 0 0 4 1 0 5 5 1
split_gain=4.23999e+11 5.46463e+12 3.65217e+13 1.93389e+13 3.04238e+13 2.87253e+13 3.17398e+13 3.02207e+13 3.37274e+13 1.76686e+13 2.31175e+13 1.65221e+13 1.85707e+13 2.23241e+13 1.63218e+13 1.61253e+13 1.60682e+13 3.74232e+13 2.21723e+13 1.83608e+13 1.71998e+13 1.4804e+13 1.96383e+13 2.01767e+13 1.46649e+13 2.19192e+13 3.03932e+13 1.74804e+13 2.76456e+13 4.77959e+13
threshold=62.385000000000012 7.5000000000000009 8.5000000000000018 2.5000000000000004 1.5000000000000002 30.278357500000002 94.040000000000006 70.00500000000001 54.736324100000012 67.990000000000023 39.726951800000002 69.610000000000014 59.939091550000008 30.468306550000005 30.259484550000003 47.208373000000009 37.620907050000007 37.342273500000012 65.50500000000001 55.619594000000006 92.896330950000007 85.020000000000024 59.904813200000007 59.896318000000008 1.5000000000000002 37.971176850000006 44.874285750000006 66.990000000000023 63.455000000000005 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 15 6 7 -6 -9 10 -5 -11 -13 14 -14 -3 17 18 -7 -19 -18 22 23 -20 25 26 -4 28 29 -28
right_child=1 2 24 9 5 16 -8 8 -10 11 -12 12 13 -15 -16 -17 20 19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-18.256187303129934 219.185980524049 42922.810935257898 111167.75967741935 87965.912737771752 -44294.500952435665 -119846.44609375001 51732.574570312507 -225699.82475000003 -73623.110959821424 -81907.013200431044 -15980.783828125001 -8952.9829920981811 26601.002604166672 -20647.74489746094 149854.04699928977 -44356.969690393518 -32943.123082878286 6202.2722301136364 20110.412356387867 125653.80983886719 36529.478536184208 -85418.809765625003 56607.428536402927 -98232.418875000003 -273.14715759256859 1242.9573815738383 116229.04904336734 17610.79333783812 -13522.73919076192 -10432.724342105263
leaf_weight=3223874 706980 98 31 46 85 20 20 25 35 29 40 1025 21 32 22 27 573 22 34 31 38 20 47 25 375086 7887 49 1381 485 76
leaf_count=3223874 706980 98 31 46 85 20 20 25 35 29 40 1025 21 32 22 27 573 22 34 31 38 20 47 25 375086 7887 49 1381 485 76
internal_value=0 53.7843 -248.133 -12770.8 -22376.6 -28331.4 -66361.7 -82650.6 -136988 -4074.26 39618.6 -7402.51 -5438.3 42595.8 89660.7 24070.4 -20584.4 4095 -22033 76070.2 -28622.4 -6507.01 8382.01 -30034.9 -172.833 3624.35 12913.2 11383.4 -2715.07 39218.7
internal_weight=0 1.09429e+06 387310 2315 1100 975 165 145 60 1215 86 1129 1100 75 43 125 810 199 146 53 611 126 106 59 384995 9909 2022 1991 610 125
internal_count=4318164 1094290 387310 2315 1100 975 165 145 60 1215 86 1129 1100 75 43 125 810 199 146 53 611 126 106 59 384995 9909 2022 1991 610 125
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=31
num_cat=0
split_feature=2 1 2 3 0 0 5 1 5 1 5 5 1 5 1 3 5 0 1 1 1 3 3 5 3 5 5 5 1 1
split_gain=4.3569e+11 3.87606e+12 7.20765e+12 1.83723e+13 1.69036e+13 2.90965e+13 1.69644e+13 1.99815e+13 2.37472e+13 2.3703e+13 2.76731e+13 1.75664e+13 3.61964e+13 2.72019e+13 1.74616e+13 2.23217e+13 1.63479e+13 1.61869e+13 4.08187e+13 1.21366e+14 4.09569e+13 5.55115e+13 5.67487e+13 3.20723e+13 2.77654e+13 2.65422e+13 3.54655e+13 2.40956e+13 2.34782e+13 2.28267e+13
threshold=5.5000000000000009 82.991167100000027 6.5000000000000009 19.500000000000004 59.939091550000008 59.950068600000009 128.92000000000004 30.362552800000003 69.610000000000014 30.388336800000001 87.395000000000024 57.405000000000008 30.315880100000005 46.010000000000012 30.315880100000005 11.500000000000002 43.810000000000009 59.896318000000008 30.362552800000003 30.370618100000005 30.346469350000003 9.5000000000000018 6.5000000000000009 80.815000000000012 7.5000000000000009 43.005000000000003 37.305000000000007 59.025000000000013 30.578016350000002 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 17 6 7 8 11 10 -9 13 -13 16 15 -10 -6 -2 20 24 25 22 -22 -23 -20 26 -19 29 -29 -21
right_child=1 -3 -4 -5 5 -7 -8 9 14 -11 -12 12 -14 -15 -16 -17 -18 18 19 27 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-27.344963115502754 412.9193974608815 -371.24556106544674 6.1981939141726343 3441.6107792958037 -23516.899131349885 -1765.7705781390448 48621.345844184027 104040.75151367189 -68240.763901654413 -13531.449572015403 -37719.325446428578 -14480.98385732015 104217.67273185484 -77802.952360026044 -120786.04092856961 14440.217482638889 63420.32923177084 1284.0655200841713 40502.188146551722 -56552.169089395495 -22833.926529255321 -35422.685566737287 -178231.47087765959 87682.442033617423 155725.04386718752 -5489.5032358805338 46035.107100702284 33614.140701853736 -69686.342034646746 6600.9574077552716
leaf_weight=2480138 181015 206537 1414294 20926 219 10099 36 40 119 281 21 150 31 96 38 45 24 491 29 61 47 59 47 33 75 1479 277 507 23 927
leaf_count=2480138 181015 206537 1414294 20926 219 10099 36 40 119 281 21 150 31 96 38 45 24 491 29 61 47 59 47 33 75 1479 277 507 23 927
internal_value=0 36.8979 88.5665 624.918 324.606 -3448.01 -18892.5 -21176.8 -30608.5 -1265.54 55238.1 -19305 5848.62 -32735.1 -59706.5 -45553.9 -14930.5 552.895 6801.4 19089.4 -1390.57 -46486.5 -100533 8734.59 123596 2342.33 17424.7 11929.5 29131.3 2701.83
internal_weight=0 1.83803e+06 1.63149e+06 217195 196269 11199 1100 1064 722 342 61 520 181 339 202 164 243 185070 4055 1622 2433 186 94 92 104 2247 768 1518 530 988
internal_count=4318164 1838026 1631489 217195 196269 11199 1100 1064 722 342 61 520 181 339 202 164 243 185070 4055 1622 2433 186 94 92 104 2247 768 1518 530 988
is_linear=0
shrinkage=0.1


Tree=3775
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 0 5 0 5 3 4 4 5 2 3 2 2 5 1 3 4 5 2 3 2 1 5 3 3 0
split_gain=4.24116e+11 6.78469e+12 9.16094e+12 1.21763e+13 4.90698e+13 1.9948e+13 2.46564e+13 2.49277e+13 3.56228e+13 7.04991e+13 4.05424e+13 3.11397e+13 5.29887e+13 2.61728e+13 2.42889e+13 2.21157e+13 2.18114e+13 2.15247e+13 1.88332e+13 4.54006e+13 3.06032e+13 2.11043e+13 2.10217e+13 3.86079e+13 2.5328e+13 2.41511e+13 2.40906e+13 2.54042e+13 1.81733e+13 1.73186e+13
threshold=43.574807850000006 44.005491150000005 11.500000000000002 56.054485600000007 55.518428350000008 56.281985950000006 77.715000000000018 56.24640500000001 79.730000000000018 9.5000000000000018 2.5000000000000004 3.5000000000000004 81.910000000000011 5.5000000000000009 7.5000000000000009 4.5000000000000009 2.5000000000000004 86.02500000000002 43.868031300000006 4.5000000000000009 3.5000000000000004 84.030000000000015 3.5000000000000004 9.5000000000000018 1.5000000000000002 43.94115175000001 93.00500000000001 10.500000000000002 3.5000000000000004 56.338501050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 11 9 -9 15 12 13 -8 16 17 -14 -10 19 20 -12 -21 24 25 -20 -24 27 -25 -26 -7
right_child=1 -3 -4 5 -6 29 7 8 10 -11 18 -13 14 -15 -16 -17 -18 -19 22 21 -22 -23 23 26 28 -27 -28 -29 -30 -31
leaf_value=-31.57127276507731 -323.15554462968908 -0.11505001033872807 -3829.8706878874564 3865.6169280973809 -54932.90319096209 -1169.9321462536066 40363.260873909887 1203.2154687500001 -119476.25900297619 158794.21928267047 -74515.781425382651 -1509.5923930561628 93886.388671875 -51810.494978841147 118616.44413716815 -147345.44076086956 -22646.535674838364 1166.9830312500001 -31807.35341205019 126180.16533203126 59707.975090144231 40145.828203366131 -46191.83701508621 85504.439134579618 131942.85205078125 -189032.77882812501 -60657.809952445656 -19061.615129206733 28314.875892223012 4286.4213746858168
leaf_weight=2143177 18721 2109068 3663 15236 166 18360 86 80 21 44 49 143 36 48 113 23 29 50 66 44 26 81 29 42 20 20 46 52 110 8515
leaf_count=2143177 18721 2109068 3663 15236 166 18360 86 80 21 44 49 143 36 48 113 23 29 50 66 44 26 81 29 42 20 20 46 52 110 8515
internal_value=0 31.1095 1030.13 1316.09 -803.127 2238.99 4976.6 18432 7835.85 57122.6 -1164.97 37132.5 54843.4 7345.8 90600.1 -62123.4 41894.8 -34516.2 8630.06 33524.4 -27984.9 70429.9 -4302.05 -28097.9 18643.9 -104494 -1359.12 27659.4 44257.6 558.844
internal_weight=0 2.17499e+06 65919 62256 18887 43369 16494 1258 803 124 679 455 312 134 178 94 65 71 585 200 75 125 385 189 196 49 140 94 130 26875
internal_count=4318164 2174987 65919 62256 18887 43369 16494 1258 803 124 679 455 312 134 178 94 65 71 585 200 75 125 385 189 196 49 140 94 130 26875
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 5 1 5 3 1 5 0 4 0 3 4 2 5 3 5 2 5 3 3 3 5 5 2 5 2
split_gain=4.21483e+11 1.59245e+12 5.88357e+12 6.79906e+12 6.62022e+12 6.36904e+12 4.49521e+12 9.8625e+12 4.30105e+12 4.11203e+12 3.18722e+12 4.75925e+12 4.99779e+12 1.12889e+13 4.71495e+12 8.36563e+12 5.56662e+12 1.39626e+13 1.95138e+13 1.36993e+13 1.58151e+13 1.24009e+13 7.20427e+12 9.49178e+12 1.08333e+13 9.87348e+12 8.00192e+12 6.70342e+12 6.36828e+12 6.23333e+12
threshold=91.398302750000013 56.197733450000008 56.281985950000006 6.5000000000000009 4.5000000000000009 55.990000000000002 93.043229050000022 81.910000000000011 15.500000000000002 93.043229050000022 70.50500000000001 56.301440000000007 3.5000000000000004 56.635684300000008 11.500000000000002 2.5000000000000004 6.5000000000000009 87.395000000000024 4.5000000000000009 91.050000000000011 7.5000000000000009 85.91500000000002 3.5000000000000004 5.5000000000000009 8.5000000000000018 73.010000000000005 75.750000000000014 3.5000000000000004 72.705000000000013 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 8 -8 -5 -6 -4 -12 13 -13 16 -16 17 22 -19 21 -21 -18 28 26 -25 -26 -24 -27 -15 -20
right_child=1 2 10 6 5 -7 7 -9 -10 -11 11 12 -14 14 15 -17 19 18 29 20 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-5.7609488321936935 285.07921434960321 1185.8468232850771 811.09039482755713 19319.983393164981 -47194.391464120374 -25773.837434458896 -727.79130611680966 -53967.055475348403 -2188.0882122987691 -7536.420973120591 -26090.253387245437 -62770.191854319855 4842.9346914037669 58960.34033564815 65640.394429837746 -10205.429853219699 -14530.782864030678 -25836.943721516931 33605.01074676514 -115303.56718750001 -13123.652462121214 62984.691610054346 -39185.013594027092 50836.034728673985 29685.76038762019 3284.5059403773721 -7234.3734026978345 -25962.920602176968 3050.7072848032758 86588.882999195775
leaf_weight=4176165 126868 444 10441 213 27 298 584 37 165 826 89 34 639 27 26 33 201 48 64 28 33 23 163 37 65 140 151 178 83 34
leaf_count=4176165 126868 444 10441 213 27 298 584 37 165 826 89 34 639 27 26 33 201 48 64 28 33 23 163 37 65 140 151 178 83 34
internal_value=0 169.429 -800.261 -5135.35 -9187.1 -13188.5 1333.64 -3899.86 9931.54 -8791.71 96.7026 -3461.94 -2458.5 -5869.03 -4418.78 23218.2 -5697.66 -2152.43 26401.2 -18012.7 -60025.9 -6571.6 -7091.79 -10668.4 -835.86 -5827.66 -23820.2 -13086.7 16774 51987.2
internal_weight=0 141999 15131 2594 1595 1151 999 621 378 853 12537 2096 2007 1368 1334 59 1275 990 146 285 61 224 844 734 420 383 314 318 110 98
internal_count=4318164 141999 15131 2594 1595 1151 999 621 378 853 12537 2096 2007 1368 1334 59 1275 990 146 285 61 224 844 734 420 383 314 318 110 98
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 3 4 2 1 5 5 1 2 6 1 6 2 3 2 5 5 5 2 5 5 5 5 5 1 5
split_gain=4.19481e+11 3.18152e+12 1.13555e+13 1.39029e+13 3.1716e+13 2.55035e+13 1.98471e+13 6.19863e+13 1.87809e+13 2.56905e+13 2.51632e+13 2.32412e+13 2.21648e+13 1.84793e+13 1.32987e+13 2.61639e+13 1.42141e+13 2.23775e+13 1.87933e+13 2.36525e+13 2.11521e+13 1.31401e+13 1.40978e+13 1.1927e+13 1.18826e+13 1.49033e+13 1.09143e+13 9.12214e+12 1.69914e+13 1.90136e+13
threshold=14.500000000000002 45.013473000000012 45.029420750000007 39.027779200000005 39.080602550000002 18.500000000000004 2.5000000000000004 17.500000000000004 39.016372550000007 84.030000000000015 73.405000000000015 38.959914000000005 16.500000000000004 1.5000000000000002 38.959914000000005 1.5000000000000002 16.500000000000004 21.500000000000004 17.500000000000004 116.06000000000002 100.05000000000001 128.92000000000004 20.500000000000004 64.805000000000021 56.835000000000008 66.040000000000006 78.710000000000022 118.33500000000002 39.739656000000004 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 8 5 6 13 -8 9 10 24 12 -12 -5 15 -11 17 -17 -18 20 -20 -21 -23 -10 -3 -26 -6 -2 29 -29
right_child=1 2 -4 4 26 -7 7 -9 23 14 11 -13 -14 -15 -16 16 18 -19 19 21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-9.0833569694604535 -2048.762665918402 11339.503353660693 104.66710556091637 104354.107421875 3086.6023970259521 13520.554785920927 164363.28016581634 -16318.379637096774 -16649.499290980955 94434.137125000008 13742.571302083334 9793.6107215073534 119934.93598718476 21065.392783264546 -38774.636863458807 -1268.3906597590044 91183.536434659094 -94892.993958333333 840.42222877358495 -103495.08215625001 119429.57023809524 20820.888610197369 -74741.561989182694 -78652.80308388159 -33510.861956579509 19290.895442708334 -35113.215165441179 41098.371984460857 54632.866643066402 -13509.877011466586
leaf_weight=3980118 11137 828 323190 32 623 439 49 31 169 25 30 85 57 159 165 59 22 45 53 25 21 38 26 38 147 84 85 91 80 213
leaf_count=3980118 11137 828 323190 32 623 439 49 31 169 25 30 85 57 159 165 59 22 45 53 25 21 38 26 38 147 84 85 91 80 213
internal_value=0 106.947 164.572 5969.89 13477.1 28411.5 52533.8 94349.1 416.827 3860.6 11506.5 46982.7 83316.9 35019.5 -15788.8 -3710.28 -12200.3 -41779 4427.77 -7281.6 34494.1 -42016.4 -18001.4 -28031.7 5744.52 -14310.2 -1499.53 -1526.26 13627.5 2836.67
internal_weight=0 338046 326525 3335 1418 710 271 80 1917 1710 1231 172 87 191 479 314 289 104 185 163 74 89 64 207 1059 231 708 11521 384 304
internal_count=4318164 338046 326525 3335 1418 710 271 80 1917 1710 1231 172 87 191 479 314 289 104 185 163 74 89 64 207 1059 231 708 11521 384 304
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=31
num_cat=0
split_feature=5 1 2 1 1 3 5 3 3 3 0 1 3 1 1 2 4 2 3 4 0 0 3 2 1 0 3 5 0 1
split_gain=4.13335e+11 5.21227e+12 2.23222e+13 2.49371e+13 1.86652e+13 2.94891e+13 4.74538e+13 5.42359e+13 1.84835e+13 1.84166e+13 1.53394e+13 3.33907e+13 2.00694e+13 1.90463e+13 7.16692e+13 1.48381e+13 1.72428e+13 2.69765e+13 2.07626e+13 1.4985e+13 1.44307e+13 2.73102e+13 1.50277e+13 2.85448e+13 1.89099e+13 3.74904e+13 1.71918e+13 4.00851e+13 2.66106e+13 2.479e+13
threshold=112.04500000000002 37.889331900000009 5.5000000000000009 37.342273500000012 37.436176200000013 25.500000000000004 123.15000000000002 16.500000000000004 10.500000000000002 7.5000000000000009 55.924336300000007 37.855187800000003 13.500000000000002 37.533784800000006 37.503486000000002 14.500000000000002 3.5000000000000004 9.5000000000000018 21.500000000000004 3.5000000000000004 60.029906750000002 60.042666650000008 24.500000000000004 21.500000000000004 30.278357500000002 59.882016200000002 14.500000000000002 120.05000000000001 60.017447350000005 30.207352000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 20 5 6 7 8 -5 -8 13 12 -12 14 -6 16 17 -11 -18 -17 22 -22 26 24 -24 -26 28 29 -4 -28
right_child=1 -3 3 4 10 -7 9 -9 -10 15 11 -13 -14 -15 -16 19 18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=3.9493133726073268 -1792.8301796161018 -728.10276826677318 -2646.1057915497458 119767.54843750001 3731.7230750444201 -67094.800403808593 -58491.835847355775 201944.84422878688 -1385.4784782858458 -52470.902901785717 130657.68988715278 -64792.344318181829 35285.87857216283 13148.517630662782 -165664.67200969829 35151.214786783858 145016.59720643942 88986.042668269234 17821.300967261905 -51619.822931985298 57959.557713681184 5866.5460003906255 -5450.7329057835823 24304.510425967266 -17986.346088518414 -138423.89824218751 -17383.511047725868 -2677.9027119087505 -93055.601526988641 36355.207473733542
leaf_weight=4248930 9653 52714 2418 20 180 25 26 36 34 28 36 22 57 1104 29 48 33 26 21 34 126 500 67 84 56 48 101 1103 33 572
leaf_count=4248930 9653 52714 2418 20 180 25 26 36 34 28 36 22 57 1104 29 48 33 26 21 34 126 500 67 84 56 48 101 1103 33 572
internal_value=0 -242.372 1307.56 5665.8 15934.9 37330.9 45862.4 106870 43486 20442.8 10975.4 45996 72204 7908.15 -19773 31244.4 55594.9 15638 95551.8 -827.02 2129.52 16351.7 143.105 -23432.2 -46881.8 -73572.9 1565.32 9057.27 -3863.37 28290.4
internal_weight=0 69234 16520 6867 1759 331 306 90 54 216 1428 115 93 1313 209 190 108 54 54 82 5108 626 4482 255 171 104 4227 1776 2451 673
internal_count=4318164 69234 16520 6867 1759 331 306 90 54 216 1428 115 93 1313 209 190 108 54 54 82 5108 626 4482 255 171 104 4227 1776 2451 673
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=31
num_cat=0
split_feature=4 1 1 3 1 3 1 5 0 1 3 3 3 3 0 0 1 0 2 5 3 0 1 1 1 5 5 1 3 1
split_gain=4.524e+11 3.14239e+12 1.96698e+13 2.50917e+13 1.33013e+13 3.1091e+13 1.17601e+13 1.14626e+13 9.10862e+12 8.96775e+12 7.8724e+12 7.19402e+12 1.88077e+13 1.62784e+13 8.25179e+12 1.39976e+13 7.22838e+12 7.21904e+12 7.16925e+12 1.62356e+13 2.45802e+13 1.38277e+13 1.31191e+13 1.15398e+13 1.09943e+13 1.71844e+13 8.98759e+12 1.94059e+13 2.01638e+13 9.81345e+12
threshold=4.5000000000000009 37.767735350000002 37.792847950000002 10.500000000000002 37.487839250000007 19.500000000000004 37.457850350000008 118.33500000000002 55.576287050000012 37.832345550000007 17.500000000000004 13.500000000000002 15.500000000000002 12.500000000000002 55.842510000000011 59.939091550000008 30.332994000000003 55.645049100000001 3.5000000000000004 93.00500000000001 3.5000000000000004 55.518428350000008 37.559851850000008 37.582182450000005 37.712318250000003 104.75000000000001 118.33500000000002 37.615058950000012 13.500000000000002 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 6 18 10 -3 -8 -4 11 13 -13 -2 17 -16 -17 -14 19 -6 -21 22 -20 -22 25 -25 27 -23 -29 -28
right_child=1 2 9 -5 5 -7 8 -9 -10 -11 -12 12 14 -15 15 16 -18 -19 21 20 23 26 -24 24 -26 -27 29 28 -30 -31
leaf_value=-1.8704453513313113 -960.77241192604799 149460.93362926136 -55487.382505580354 -8097.6189541903414 -46611.552822066325 -124063.13178335338 92854.2431640625 53003.445640345977 7422.5519230769241 1180.9154399606241 20633.408460053946 -49485.064466688375 2577.4371783088236 67669.036517857152 60089.281070631383 -45240.835609879032 28749.071535326089 -70938.723410866485 -15499.516858552633 -58580.787783518143 101936.50406250001 70640.422249348965 -97549.234658203131 60389.011548913055 68967.745909926467 -55357.004525862067 -90608.59964932529 -70394.269597233957 37122.671638257576 -6685.142249177632
leaf_weight=4303792 2755 22 28 44 49 26 24 28 26 10514 168 108 34 35 49 31 23 22 38 31 25 36 40 23 34 29 22 37 33 38
leaf_count=4303792 2755 22 28 44 49 26 24 28 26 10514 168 108 34 35 49 31 23 22 38 31 25 36 40 23 34 29 22 37 33 38
internal_value=0 560.117 1436.48 46978.1 -1934.81 -17838.5 303.854 95444.7 48429.8 1030.4 -442.285 -1600.52 -17281.9 -99.825 4591.94 21389.7 -13726.6 -26303.9 -11489.5 3020.63 20147.2 -22847.8 -57576.3 42134.3 24750 -4161.65 -6529.57 10976.6 -19707.7 -37457.1
internal_weight=0 14372 10636 94 3736 461 3275 50 50 10542 3225 3057 267 2790 159 103 54 56 435 191 142 244 78 111 86 52 166 106 70 60
internal_count=4318164 14372 10636 94 3736 461 3275 50 50 10542 3225 3057 267 2790 159 103 54 56 435 191 142 244 78 111 86 52 166 106 70 60
is_linear=0
shrinkage=0.1


Tree=3780
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 5 0 4 5 1 1 1 5 6 0 3 3 3 1 3 2 5 5 3 1 5 2 4 3 4
split_gain=4.18987e+11 3.34135e+12 1.11116e+13 2.04286e+13 2.94908e+13 2.6087e+13 2.00932e+13 1.8845e+13 1.77247e+13 1.307e+13 1.33384e+13 1.30574e+13 1.43883e+13 2.21389e+13 1.97047e+13 3.28958e+13 1.98842e+13 1.82012e+13 2.24462e+13 7.87246e+13 5.94402e+13 2.36271e+13 2.19112e+13 2.11307e+13 3.66081e+13 6.80438e+13 4.355e+13 3.62018e+13 4.57822e+13 3.19667e+13
threshold=10.500000000000002 43.592450450000008 44.893607100000004 39.753614400000011 42.09605220000001 118.33500000000002 44.226894250000008 1.5000000000000002 96.015000000000015 40.247294600000011 39.767857750000005 37.752451500000006 55.730000000000011 1.5000000000000002 44.226894250000008 11.500000000000002 13.500000000000002 21.500000000000004 39.739656000000004 15.500000000000002 8.5000000000000018 80.815000000000012 67.520000000000024 18.500000000000004 39.726951800000002 61.845000000000006 8.5000000000000018 1.5000000000000002 19.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 6 -6 7 9 -9 10 -5 -3 -13 14 15 -14 -16 18 23 21 -21 -20 -19 24 29 -26 -27 28 -25 -15
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 12 13 17 16 -17 -18 22 19 20 -22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=24.251672654639517 1430.3014022283012 -3627.3970634120269 -17.083789949310997 -10409.600032710105 2430.6701765919101 -57117.068602263629 25192.335875244142 -42490.74753562353 34037.792248535159 -54006.133242849581 49034.633652797966 3285.2731916611019 148165.78858695654 -7922.7887283153195 -30708.488633968955 22421.981873342535 7934.9420129360433 -50911.097019787143 11684.818596754809 247525.53782552085 43198.116517857146 -79860.514214409734 -6703.9842675781256 179317.36875000002 81817.632709099271 -115786.47101619944 -17906.02317609089 3760.2748548240147 -15018.487642045457 37588.748973699541
leaf_weight=2688514 15311 12380 1583073 309 1295 78 80 558 32 59 43 9235 23 3726 152 218 1074 187 130 24 35 36 280 27 34 102 82 884 22 161
leaf_count=2688514 15311 12380 1583073 309 1295 78 80 558 32 59 43 9235 23 3726 152 218 1074 187 130 24 35 36 280 27 34 102 82 884 22 161
internal_value=0 -40.0092 -53.9542 -1920.79 -10679.3 -952.231 -23033.9 -26888.2 -38340 -10448.8 -3147.95 -1174.8 673.007 -2678.98 8282.37 34422.4 3143.91 -5485.32 -3806.46 27096 126314 -8168.39 -24405.8 -5186.58 -8274.11 -48150.1 -72165.8 8397.9 92064.5 -6037.7
internal_weight=0 1.62965e+06 1.61434e+06 31266 2454 1373 1081 1001 590 411 352 28812 16432 7197 1467 241 1226 5730 5263 225 59 166 467 5038 4105 218 184 933 49 3887
internal_count=4318164 1629650 1614339 31266 2454 1373 1081 1001 590 411 352 28812 16432 7197 1467 241 1226 5730 5263 225 59 166 467 5038 4105 218 184 933 49 3887
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 5 5 3 5 0 0 0 2 3 5 5 5 3 0 0 4 3 0 3 5 5 3 5 0 5
split_gain=4.3159e+11 1.30338e+13 1.54293e+13 1.77833e+13 1.50569e+13 2.83121e+13 1.45358e+13 1.73989e+13 2.59382e+13 2.50838e+13 5.86112e+13 2.44286e+13 1.95563e+13 4.7798e+13 3.22499e+13 2.90693e+13 2.48677e+13 2.35976e+13 2.63235e+13 3.19438e+13 2.40307e+13 1.9254e+13 5.74792e+13 3.29134e+13 1.91233e+13 1.81291e+13 1.83713e+13 4.97415e+13 4.26593e+13 2.72471e+13
threshold=37.542000650000013 37.516458750000005 161.85000000000002 132.05000000000004 56.663136550000011 72.010000000000005 46.810000000000009 4.5000000000000009 48.035000000000004 56.054485600000007 55.68356880000001 55.885524800000006 2.5000000000000004 23.500000000000004 57.005000000000003 86.810000000000016 107.05000000000001 8.5000000000000018 56.320495600000008 56.143542450000005 3.5000000000000004 21.500000000000004 55.793358600000012 18.500000000000004 56.005000000000003 49.010000000000012 10.500000000000002 70.50500000000001 55.68356880000001 61.020000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 -8 10 -10 24 13 15 -15 17 -17 -9 19 20 21 23 -23 25 -12 -19 27 29 -29 -27
right_child=-2 2 -4 -5 5 -7 7 12 9 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-17.897769827627013 -15.124892912602498 -48.333855984965126 -85811.207304687501 86357.270578125012 -12483.238016311559 -135440.58417038689 83238.237469951928 -1918.3363728114539 -9261.9129438634081 30032.643697150736 -90170.60546875 -53992.847480867349 3241.5736604744548 164909.2677182405 41388.73355502425 -45532.01906957382 60102.177989783653 -23031.217595108697 -11573.266156963811 151393.99882812501 -84749.78515625 -111247.9993806538 53375.622900390626 121234.48022203949 -228457.65533203125 51646.486681622628 17339.073679692148 65350.196767893147 252675.3466796875 -13048.334005376346
leaf_weight=770727 3513896 15826 20 25 173 21 26 833 310 85 20 49 14377 23 261 156 26 69 223 20 20 38 48 38 20 217 473 31 20 93
leaf_count=770727 3513896 15826 20 25 173 21 26 833 310 85 20 49 14377 23 261 156 26 69 223 20 20 38 48 38 20 217 473 31 20 93
internal_value=0 66.0816 1995.81 2048.2 1985.28 -25793.1 2147.1 4135.25 -14063.6 -19290.6 -29798 -101328 4682.31 12682.9 51392.2 7913.51 -30441.4 11201.6 19673.6 26204.1 23812.7 25926.9 -19365 30066.2 -159314 26229.7 30305.2 47294.1 138811 32238
internal_weight=0 804268 33541 33521 33496 194 33302 17476 510 484 399 89 16966 2589 284 2305 182 2123 1290 1067 1047 1027 86 941 40 903 834 361 51 310
internal_count=4318164 804268 33541 33521 33496 194 33302 17476 510 484 399 89 16966 2589 284 2305 182 2123 1290 1067 1047 1027 86 941 40 903 834 361 51 310
is_linear=0
shrinkage=0.1


Tree=3782
num_leaves=31
num_cat=0
split_feature=3 5 1 0 0 1 0 3 3 5 0 1 3 0 1 0 1 5 5 0 0 5 1 3 6 1 0 1 2 1
split_gain=4.40333e+11 3.70342e+12 9.96512e+12 1.55444e+13 6.00894e+13 4.94391e+13 3.09053e+13 3.07659e+13 2.19483e+13 2.10651e+13 1.92834e+13 4.44869e+13 1.0066e+14 1.45652e+14 1.08323e+14 7.51006e+13 5.8956e+13 4.71245e+13 7.34429e+13 7.87796e+13 6.18544e+13 4.32972e+13 4.30519e+13 4.33497e+13 4.3259e+13 3.99855e+13 6.77715e+13 4.59909e+13 3.97107e+13 5.64428e+13
threshold=18.500000000000004 64.020000000000024 37.487839250000007 55.576287050000012 55.349623500000007 37.314272700000011 55.591389050000011 23.500000000000004 19.500000000000004 114.05000000000001 55.628356700000005 37.417247200000006 19.500000000000004 55.727011600000004 37.457850350000008 55.86787755000001 37.475443250000005 80.815000000000012 75.750000000000014 55.68356880000001 55.664473600000008 80.815000000000012 37.475443250000005 24.500000000000004 1.5000000000000002 37.475443250000005 55.885524800000006 37.436176200000013 7.5000000000000009 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 7 -5 -6 9 -3 21 -12 13 14 -13 -15 -17 18 20 -20 -14 -8 -19 -24 -25 27 -27 -22 29 -23
right_child=1 2 -4 6 5 -7 10 -9 -10 -11 11 12 17 15 -16 16 -18 22 19 -21 25 28 23 24 -26 26 -28 -29 -30 -31
leaf_value=12.835801948300372 70.879843243587047 16438.216523448962 -953.37325913856739 -57331.41912364131 243298.89609375002 27874.810654761906 -23778.993746394768 90069.646335320722 -11174.287562895028 117174.11331521739 95.290775929801782 -25262.284062500003 -39866.373274214551 63869.566721960611 -325710.84968750004 -190256.98150592673 -5756.711356513445 10857.175846145185 137099.68440714921 38107.565433901094 46158.107152413286 -123413.22308238636 19468.944789668494 -22035.474478860728 -114382.85358946265 76363.265444439821 -62969.220788871957 2382.8185586580121 10208.071801242506 29520.029153797241
leaf_weight=3717520 439551 213 119533 92 20 105 998 38 466 23 34712 20 186 73 30 29 43 993 101 394 323 55 112 133 82 235 41 934 1066 43
leaf_count=3717520 439551 213 119533 92 20 105 998 38 466 23 34712 20 186 73 30 29 43 993 101 394 323 55 112 133 82 235 41 934 1066 43
internal_value=0 -79.4437 -489.609 844.247 14109.4 68806.6 562.288 142907 1409.01 26255.7 693.466 1210.29 11589.4 -58354.3 -205531 -7603.54 -80069.3 15448.8 24365.2 58306 14591.7 -8495.84 493.625 -30977.3 -57256.3 21199.1 55665.3 13631.4 4607.77 -56309.9
internal_weight=0 600644 161093 41560 865 163 40695 58 702 236 40603 38441 3729 195 50 145 72 3534 2214 495 1719 2162 1320 327 215 1533 276 1257 1164 98
internal_count=4318164 600644 161093 41560 865 163 40695 58 702 236 40603 38441 3729 195 50 145 72 3534 2214 495 1719 2162 1320 327 215 1533 276 1257 1164 98
is_linear=0
shrinkage=0.1


Tree=3783
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 1 6 0 5 3 5 1 3 0 1 5 5 4 0 5 0 0 0 3 0 0 0 5 4 5
split_gain=4.34263e+11 1.1565e+13 2.78767e+13 5.00042e+13 4.88411e+13 2.10316e+13 1.82774e+13 1.80415e+13 1.09995e+13 1.05004e+13 1.04934e+13 1.01626e+13 2.452e+13 4.16128e+13 1.78556e+13 2.81675e+13 1.77065e+13 2.70101e+13 3.66124e+13 2.15817e+13 1.7587e+13 3.6119e+13 2.00315e+13 4.43395e+13 4.49768e+13 4.36729e+13 3.8892e+13 3.01823e+13 4.43815e+13 6.0255e+13
threshold=47.854228500000012 47.473138800000008 43.056445700000005 90.015000000000015 56.143542450000005 47.554129950000011 1.5000000000000002 56.635684300000008 48.035000000000004 2.5000000000000004 64.405000000000015 47.208373000000009 9.5000000000000018 56.093493200000005 46.037218400000008 49.995000000000012 36.515000000000008 1.5000000000000002 56.143542450000005 39.025000000000013 56.281985950000006 56.911498950000002 56.093493200000005 9.5000000000000018 56.143542450000005 53.719078300000007 56.143542450000005 63.145000000000003 2.5000000000000004 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 8 -6 -8 -4 -7 -9 14 13 -13 -1 16 -16 18 -18 -20 22 -22 25 24 -24 -17 -25 -26 -29 -30
right_child=-2 2 3 -5 6 9 7 10 -10 -11 -12 12 -14 -15 15 20 17 -19 19 -21 21 -23 23 26 27 -27 -28 28 29 -31
leaf_value=-3.7557150244883655 34.770335903208505 651.34019215719252 -5872.5737117226108 -52635.348402272401 -7990.2824629119532 -6411.4014954385884 9153.2244098842784 466.36589680479847 -15820.048720825842 -36042.575734406761 -14842.059306593219 -3528.9493618284682 -1608.1371458602753 6932.3433609560807 -3884.2137795058379 -5996.3074621482992 6629.9329132002313 -5166.5363235005852 -8139.4488543701173 49385.321540776327 -63496.171142889129 9376.9213354492185 -4455.0207633532846 -7137.5564735481476 -891.96561309942138 -35337.291068528095 -38738.811899742235 69352.99079410659 -26532.007318494878 40538.347849468002
leaf_weight=2276405 1960871 18687 2925 219 2088 158 2636 3430 1793 492 515 5250 12830 13790 3451 1972 1962 1370 80 353 157 120 2275 1883 478 683 491 218 209 373
leaf_count=2276405 1960871 18687 2925 219 2088 158 2636 3430 1793 492 515 5250 12830 13790 3451 1972 1962 1370 80 353 157 120 2275 1883 478 683 491 218 209 373
internal_value=0 -28.9231 -1889.44 -5219.95 -4480.19 -11976.3 161.514 2747.89 -9652.95 -28839.9 -1532.07 -2.55391 1770.87 4047.8 -27.208 -3348.32 1289.8 6032.31 12438.3 38757.2 -7126.26 -31926.6 -6325.78 -3092.25 3977.77 -13544.3 -13673.5 18989.2 30868.2 16452.9
internal_weight=0 2.35729e+06 32943 14256 14037 5368 8669 6581 4718 650 3945 2.32435e+06 31870 19040 2.29248e+06 16075 7216 3765 2395 433 8859 277 8582 5927 3553 2655 2374 1278 800 582
internal_count=4318164 2357293 32943 14256 14037 5368 8669 6581 4718 650 3945 2324350 31870 19040 2292480 16075 7216 3765 2395 433 8859 277 8582 5927 3553 2655 2374 1278 800 582
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=31
num_cat=0
split_feature=5 1 1 5 0 1 3 2 4 2 5 5 2 3 0 2 0 3 2 1 0 1 0 6 5 3 3 0 5 0
split_gain=4.55437e+11 5.15168e+12 2.77439e+13 3.07357e+13 4.79967e+13 4.18294e+13 2.85575e+13 3.59937e+13 3.24395e+13 2.35691e+13 2.8111e+13 3.39361e+13 2.85622e+13 2.24441e+13 2.32313e+13 7.19134e+13 2.17521e+13 4.3334e+13 3.98384e+13 3.4421e+13 3.94725e+13 3.36763e+13 6.5934e+13 3.14404e+13 2.92824e+13 2.74355e+13 2.62745e+13 3.30439e+13 2.8568e+13 2.70284e+13
threshold=62.385000000000012 37.792847950000002 37.692869000000009 86.810000000000016 55.924336300000007 37.767735350000002 17.500000000000004 5.5000000000000009 1.5000000000000002 8.5000000000000018 177.02500000000003 150.04500000000004 1.5000000000000002 21.500000000000004 55.591389050000011 4.5000000000000009 55.727011600000004 21.500000000000004 12.500000000000002 37.712318250000003 55.91302515000001 37.767735350000002 55.784980300000008 1.5000000000000002 81.910000000000011 18.500000000000004 22.500000000000004 55.601678500000013 80.815000000000012 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 9 -6 -4 13 -9 10 11 12 -5 14 -8 -16 18 19 -10 -18 25 -19 -23 -20 -24 -21 28 -28 -25 -29
right_child=1 -3 3 4 5 -7 7 8 16 -11 -12 -13 -14 -15 15 -17 17 21 23 20 -22 22 24 26 -26 -27 27 29 -30 -31
leaf_value=-18.92090928817964 32.137832647777294 186.27628660956552 -6773.3295355402461 -17641.964955767464 -25306.334132720538 -157094.56929253472 9932.2428833007816 104555.82767857144 -23573.879944643311 -2452.3446520230223 -52062.582282366078 84666.306932043648 13721.364450325102 6765.444248664825 27504.052169203485 168096.70377038047 -35113.151133219406 3528.9906078464383 -7785.1451308948863 190125.12805706522 1873.0804261026506 72990.670792643228 -43401.336880716466 -2654.7431450226022 -158037.19526562502 70653.737716179225 -38839.668089011866 152567.80752467105 84190.447279251457 46989.286275652987
leaf_weight=3223874 259863 803483 18026 323 223 27 202 28 1166 2343 70 63 2874 964 174 46 48 2002 1375 23 79 48 205 318 25 117 27 38 43 67
leaf_count=3223874 259863 803483 18026 323 223 27 202 28 1166 2343 70 63 2874 964 174 46 48 2002 1375 23 79 48 205 318 25 117 27 38 43 67
internal_value=0 55.7426 -304.914 -3135.43 3342.18 -39539.5 -4668.81 754.491 -2811.32 5231.91 10638.6 11984.9 10552.7 15185 34418.2 56900.7 -3349.98 3463.8 -9070.06 41580.2 58389.7 -999.83 -33613.9 -16.8125 -55861.8 90281.2 21649.4 59827.2 7689.7 85198.7
internal_weight=0 1.09429e+06 290807 30944 5923 250 25021 6995 5609 5673 3330 3260 3197 1386 422 220 5581 2547 3034 267 219 2280 278 1868 230 140 493 132 361 105
internal_count=4318164 1094290 290807 30944 5923 250 25021 6995 5609 5673 3330 3260 3197 1386 422 220 5581 2547 3034 267 219 2280 278 1868 230 140 493 132 361 105
is_linear=0
shrinkage=0.1


Tree=3785
num_leaves=31
num_cat=0
split_feature=0 0 5 3 5 5 5 3 2 1 1 3 3 1 1 5 1 5 3 4 3 5 1 4 1 5 6 5 4 2
split_gain=4.35534e+11 1.21838e+13 3.31661e+13 2.59682e+13 2.59074e+13 2.26987e+13 3.55248e+13 2.73894e+13 2.64525e+13 2.11747e+13 6.07497e+13 2.5188e+13 2.36571e+13 2.70613e+13 8.00469e+13 4.15161e+13 3.73349e+13 3.52306e+13 3.78893e+13 2.70927e+13 2.52257e+13 2.15148e+13 1.78976e+13 2.88638e+13 1.84439e+13 1.7415e+13 4.46148e+13 1.6864e+13 2.18961e+13 3.05166e+13
threshold=55.975961550000008 55.993277250000013 110.05000000000001 14.500000000000002 225.45000000000002 100.05000000000001 70.50500000000001 21.500000000000004 11.500000000000002 91.910414550000013 92.815157350000007 14.500000000000002 24.500000000000004 37.275078000000001 37.214886200000009 61.845000000000006 37.328003200000005 61.020000000000003 12.500000000000002 2.5000000000000004 15.500000000000002 36.515000000000008 38.096381250000007 2.5000000000000004 37.792847950000002 81.910000000000011 1.5000000000000002 75.015000000000015 3.5000000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 9 -7 27 12 11 -11 13 14 17 -16 -15 -2 19 -19 -20 -14 23 -18 -25 -10 -27 -8 -29 -30
right_child=1 -3 3 -5 -6 7 8 -9 25 10 -12 -13 21 16 15 -17 22 18 20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=20.005653844319099 -684.63595654757523 -13.738867816430233 116391.06111934267 -31667.218388310186 -13237.908928571429 -66883.472987788875 30880.468662951942 10921.374556533605 4537.9074258804321 42145.333313764451 -4880.1067736965415 10273.070865419226 45630.53335336539 -61042.979753206986 45270.446693004262 186671.31852213544 -11023.734814952122 -145141.15600818451 88043.27490234375 -46169.345736882715 -22748.153585964817 -50803.042402808787 -32230.644142648453 91887.509138808149 9738.547447265626 9953.1017109375007 -87973.514066989941 2149.9874711921607 10624.06173726001 87810.527213753041
leaf_weight=3091448 2120 1210323 58 27 21 119 481 73 256 346 6953 875 26 162 154 24 2324 42 24 81 143 210 368 43 75 100 87 971 153 77
leaf_count=3091448 2120 1210323 58 27 21 119 481 73 256 346 6953 875 26 162 154 24 2324 42 24 81 143 210 368 43 75 100 87 971 153 77
internal_value=0 -50.4163 -2758.37 52996.9 81932.7 -3121.24 -2713.5 -37301.4 9332.4 -4545.82 -1267.45 19304.9 -9169.25 -7853 -376.84 64335.7 -14363.2 -5156.44 -37846.9 -79964.6 -6826.03 -40179 -11672.1 -8573.96 39674.2 -12407.9 -35606.3 15058.3 8721.51 36464.7
internal_weight=0 1.22672e+06 16393 106 79 16287 16095 192 2125 13970 8174 1221 5796 5560 2588 178 2972 2410 290 123 167 236 2810 2442 118 443 187 1682 1201 230
internal_count=4318164 1226716 16393 106 79 16287 16095 192 2125 13970 8174 1221 5796 5560 2588 178 2972 2410 290 123 167 236 2810 2442 118 443 187 1682 1201 230
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 3 3 3 3 3 5 3 5 2 2 3 4 2 5 2 3 3 5 5 2 5 5 2 5 5
split_gain=4.61217e+11 6.4993e+12 2.50133e+13 2.36567e+13 3.27161e+13 3.56985e+13 2.63973e+13 2.10954e+13 1.98393e+13 2.46698e+13 1.83976e+13 1.88701e+13 1.81169e+13 2.84227e+13 3.0172e+13 2.01506e+13 2.01841e+13 1.97538e+13 2.77735e+13 3.45068e+13 2.62446e+13 3.92969e+13 2.62274e+13 2.31371e+13 2.10189e+13 2.91161e+13 2.08476e+13 3.80091e+13 2.30033e+13 2.34731e+13
threshold=38.92948375000001 38.959914000000005 45.073740550000004 45.063245200000004 63.855000000000011 4.5000000000000009 19.500000000000004 23.500000000000004 16.500000000000004 5.5000000000000009 43.005000000000003 9.5000000000000018 65.50500000000001 11.500000000000002 12.500000000000002 12.500000000000002 2.5000000000000004 6.5000000000000009 116.06000000000002 3.5000000000000004 15.500000000000002 13.500000000000002 97.050000000000011 177.02500000000003 3.5000000000000004 132.05000000000004 82.00500000000001 4.5000000000000009 88.015000000000015 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 12 -8 9 -5 11 -11 13 15 -15 16 -7 18 19 -14 21 -19 -23 24 25 -20 -21 28 -28 -30
right_child=1 -3 -4 4 5 6 7 -9 -10 10 -12 -13 17 14 -16 -17 -18 20 23 26 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=48.284191354146188 -2291.4943865156738 -6.1729984052516791 -6260.1454957226624 -10750.86066204971 -43557.521422384511 114751.87319623162 -47370.799350544563 46541.647499999999 -8903.2482367883567 39393.391594460234 887.92323214425096 10293.901012890106 -2219.1839679338868 155183.40466517859 42975.665195926871 -6292.703876391075 7312.5828952365455 12793.679706882158 77261.950834517047 16885.547926496754 12985.331573440491 -32882.456019304802 -147723.88110795454 431.63351934523808 32065.051962652444 220377.67931547621 14368.178803710936 26060.359599866366 182596.98541666669 61696.314483173075
leaf_weight=1356740 15819 2927498 8066 975 115 34 118 30 1941 275 1919 1175 493 35 76 139 36 262 44 303 1498 207 22 42 41 21 20 152 42 26
leaf_count=1356740 15819 2927498 8066 975 115 34 118 30 1941 275 1919 1175 493 35 76 139 36 262 44 303 1498 207 22 42 41 21 20 152 42 26
internal_value=0 -22.1208 -1398.27 118.201 3914.53 11298.4 13031 -28334.5 -498.147 3257.45 7311.5 15812.8 14783.7 37461.6 78356.5 15742.3 59497.4 12496.6 22723.2 16934.3 6408.94 -13655.1 -43915.3 63245 88133.2 123499 34324.2 56340.5 108643 136370
internal_weight=0 2.96142e+06 33926 25860 10041 3756 3641 148 6285 4344 3369 1450 3493 320 111 209 70 3173 1184 1036 1989 491 229 148 106 65 543 240 88 68
internal_count=4318164 2961424 33926 25860 10041 3756 3641 148 6285 4344 3369 1450 3493 320 111 209 70 3173 1184 1036 1989 491 229 148 106 65 543 240 88 68
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=31
num_cat=0
split_feature=5 1 2 1 1 3 5 3 3 5 0 4 3 3 5 2 5 5 0 0 3 2 1 0 2 3 5 0 1 3
split_gain=4.9043e+11 4.18046e+12 1.85895e+13 2.06283e+13 1.52774e+13 2.41498e+13 3.80898e+13 4.39013e+13 1.52218e+13 2.63413e+13 1.89537e+13 1.84473e+13 1.50588e+13 1.49609e+13 1.4071e+13 1.28454e+13 1.21856e+13 1.38449e+13 1.17257e+13 2.20286e+13 1.22867e+13 2.30928e+13 1.63005e+13 4.82876e+13 2.5984e+13 1.38237e+13 3.22492e+13 2.1551e+13 2.00135e+13 2.31064e+13
threshold=112.04500000000002 37.889331900000009 5.5000000000000009 37.342273500000012 37.436176200000013 25.500000000000004 123.15000000000002 16.500000000000004 9.5000000000000018 114.05000000000001 55.924336300000007 3.5000000000000004 7.5000000000000009 10.500000000000002 150.04500000000004 7.5000000000000009 142.05000000000004 132.05000000000004 60.029906750000002 60.042666650000008 24.500000000000004 21.500000000000004 30.305955500000003 59.932719750000011 16.500000000000004 14.500000000000002 120.05000000000001 60.017447350000005 30.207352000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 18 5 6 7 13 9 -6 11 14 -8 -5 -11 -13 17 -14 20 -20 25 22 24 -24 -22 27 28 -4 -27 -30
right_child=1 -3 3 4 8 -7 12 -9 -10 10 -12 15 16 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=4.3018853328732414 -1705.2577947983505 -699.01431465011069 -2392.1368080718148 107779.39476562501 -50331.299947415864 -60702.162015624999 -52631.920537860577 181715.15367296009 6496.7275760549628 129189.23292410714 140176.84869791669 -55938.506380208339 37877.113155110674 -1219.4770450367648 22318.784978693184 52573.979238281252 76790.20857469512 -25797.2262160967 52073.624901568699 5288.2031882812507 44834.342596726194 21713.844819568454 -25702.139368586755 -186261.33000300481 -70943.147558593759 -15688.83964553682 -2427.4255952560138 -83753.910037878784 48193.348598755911 6696.8675090843026
leaf_weight=4248930 9653 52714 2418 20 26 25 26 36 1284 28 24 24 96 34 22 20 41 53 126 500 42 84 67 26 36 101 1103 33 357 215
leaf_count=4248930 9653 52714 2418 20 26 25 26 36 1284 28 24 24 96 34 22 20 41 53 126 500 42 84 67 26 36 101 1103 33 357 215
internal_value=0 -264.009 1124.06 5101.25 14441.1 33798.3 41518.9 96176.3 9954.27 40784 60860.3 40609.2 18745 39150.5 82166.2 -6614.65 28512.4 15227.9 1884.96 14705.1 94.3724 -21222.7 -42314.3 -70589.7 -8601.42 1380.36 8098.44 -3487.58 25349.6 32595.9
internal_weight=0 69234 16520 6867 1759 331 306 90 1428 144 118 94 216 54 50 44 190 149 5108 626 4482 255 171 93 78 4227 1776 2451 673 572
internal_count=4318164 69234 16520 6867 1759 331 306 90 1428 144 118 94 216 54 50 44 190 149 5108 626 4482 255 171 93 78 4227 1776 2451 673 572
is_linear=0
shrinkage=0.1


Tree=3788
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 0 5 1 3 0 0 1 5 1 1 4 0 0 1 5 1 1 5 0 1 3 0 5 0 5
split_gain=4.9087e+11 3.38174e+12 9.7671e+12 1.31236e+13 1.06493e+13 1.05139e+13 3.30653e+13 3.5596e+13 8.6815e+12 2.02531e+13 1.84803e+13 8.44154e+12 2.4304e+13 1.96337e+13 3.58147e+13 2.92719e+13 3.14995e+13 2.52629e+13 1.90414e+13 1.60147e+13 1.051e+13 1.56167e+13 1.78275e+13 2.35998e+13 1.9729e+13 3.11924e+13 1.56921e+13 1.42672e+13 1.36582e+13 1.23893e+13
threshold=3.5000000000000004 90.015000000000015 74.610000000000014 39.488326500000007 39.714575750000009 44.580511600000001 77.715000000000018 38.633372000000001 2.5000000000000004 47.222459950000008 47.222459950000008 38.984911950000004 91.050000000000011 39.726951800000002 39.767857750000005 3.5000000000000004 46.672631750000008 47.228519500000004 38.096381250000007 114.05000000000001 39.666208800000007 39.047276750000002 110.05000000000001 46.672631750000008 39.262370300000008 2.5000000000000004 45.029420750000007 102.01000000000001 47.287300150000007 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 6 -4 -8 9 -5 -10 12 18 20 15 16 -15 19 -3 -17 21 26 24 -24 27 -26 29 -23 -22 -13
right_child=-2 11 3 4 -6 -7 7 -9 10 -11 -12 13 -14 14 -16 17 -18 -19 -20 -21 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=220.17313263600181 -8.2530451198699541 17255.874900568182 123807.51091056036 -85005.941974177142 -4320.0820284412066 842.00333660164131 -48165.534481222596 76783.606743421056 40454.86264556885 -2100.199952028509 -35997.264902797964 -62535.871774193554 -3350.9484284691389 -146628.54002976191 3266.6424101037173 -11331.909609375001 -24155.015190197173 -85705.958574218748 118560.13881138393 115217.25234375001 24897.833745273871 -34302.695062169892 -78364.083565398192 7244.2602735604814 526.13140836148648 143450.87820012021 39064.292269911268 61316.641660156252 87650.179345703131 29231.774483816967
leaf_weight=221209 4074053 55 29 61 8202 4669 57 38 50 57 86 31 3336 42 5226 20 42 20 28 20 261 71 62 67 37 26 221 20 40 28
leaf_count=221209 4074053 55 29 61 8202 4669 57 38 50 57 86 31 3336 42 5226 20 42 20 28 20 261 71 62 67 37 26 221 20 40 28
internal_value=0 137.738 62.2156 -2575.09 -4944.58 1605.27 30344.8 1814.12 -25110.6 -44958.3 -7889.87 1972.07 -2021.06 4162.08 1911.02 -47287 -85391.8 6059.79 51430.8 51942.7 18153.1 10088.6 -6477.66 -33900.8 16493.7 59510.9 26832.5 -13287.5 33237 -18985.1
internal_weight=0 244111 234458 13249 8456 4793 124 95 254 118 136 9653 3419 6234 5370 144 84 60 83 40 864 563 283 129 154 63 280 91 301 59
internal_count=4318164 244111 234458 13249 8456 4793 124 95 254 118 136 9653 3419 6234 5370 144 84 60 83 40 864 563 283 129 154 63 280 91 301 59
is_linear=0
shrinkage=0.1


Tree=3789
num_leaves=31
num_cat=0
split_feature=5 3 0 4 3 0 5 0 6 1 2 5 3 2 2 3 2 5 5 3 5 0 2 0 5 5 1 5 5 5
split_gain=4.42202e+11 2.97516e+12 3.12085e+12 1.73421e+13 2.12455e+13 2.02022e+13 2.03656e+13 1.60176e+13 2.6865e+13 2.816e+13 7.32308e+13 3.43278e+13 3.21849e+13 2.46162e+13 3.95606e+13 1.83421e+13 4.10371e+13 4.46438e+13 4.14825e+13 3.23848e+13 2.26517e+13 1.57273e+13 1.53683e+13 1.84272e+13 3.46e+13 3.03815e+13 5.1818e+13 5.69978e+13 4.23324e+13 3.43349e+13
threshold=87.395000000000024 1.5000000000000002 57.147575200000006 1.5000000000000002 4.5000000000000009 60.035045000000004 161.85000000000002 56.876792350000009 1.5000000000000002 65.58467570000002 8.5000000000000018 102.01000000000001 16.500000000000004 17.500000000000004 21.500000000000004 16.500000000000004 4.5000000000000009 123.15000000000002 132.05000000000004 24.500000000000004 120.05000000000001 59.863160500000006 6.5000000000000009 57.117834900000013 109.05000000000001 142.05000000000004 65.565203050000022 150.04500000000004 150.04500000000004 128.92000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 21 6 -6 -3 9 -9 12 -12 -11 15 -15 22 20 19 -19 -18 -17 -4 -10 24 -24 29 28 -28 -27 -25
right_child=1 2 3 -5 5 -7 -8 8 13 10 11 -13 -14 14 -16 16 17 18 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=7.8131276185357628 5096.1380291365167 -136.77331858850357 74442.046775173614 294.33886046954075 16948.373404716785 -58177.407901278406 -30650.545000382968 3672.7891609191897 -3532.6346016592347 -29829.326476408311 243156.56051136364 74878.333217592604 110031.2705357143 -99251.19525505515 35583.661865234375 -18296.180349864131 31298.721351779517 172397.79054054056 15576.35390625 -41153.283195082724 -132888.69551630435 333.60476190476197 -13704.50159596772 -5479.5603521738267 -55279.782643995102 100740.7622159091 -16689.704993206524 182762.15573601975 -63823.336226851854 -60441.46435546875
leaf_weight=4075234 1084 188119 90 44332 757 44 102 968 3975 76 22 27 21 68 32 69 225 37 31 85 23 42 931 1253 255 22 23 38 54 125
leaf_count=4075234 1084 188119 90 44332 757 44 102 968 3975 76 22 27 21 68 32 69 225 37 31 85 23 42 931 1253 255 22 23 38 54 125
internal_value=0 -131.068 -154.497 593.078 13388.9 7911.14 11296.3 -327.112 -4610.17 9847.44 50786.2 150432 449.772 -6832.89 -56104 -6143.4 12950.8 27528.5 100906 11432.8 -46944.3 50862.1 -7487.66 -13308.2 -22643.5 -6000.09 38911.9 107559 -16186.4 -10465.2
internal_weight=0 242930 241846 45367 1035 903 859 196479 8360 1114 146 49 97 7246 100 7146 470 378 68 310 92 132 6676 2701 1186 1515 137 61 76 1378
internal_count=4318164 242930 241846 45367 1035 903 859 196479 8360 1114 146 49 97 7246 100 7146 470 378 68 310 92 132 6676 2701 1186 1515 137 61 76 1378
is_linear=0
shrinkage=0.1


Tree=3790
num_leaves=31
num_cat=0
split_feature=5 4 0 0 1 1 0 0 2 0 0 1 1 1 2 3 3 0 3 1 0 4 0 0 0 0 3 2 3 4
split_gain=4.94973e+11 1.77171e+12 4.71956e+12 1.69803e+13 9.90108e+12 2.45637e+13 1.46781e+13 7.9064e+12 8.69015e+12 1.53668e+13 7.35107e+12 8.67638e+12 5.43507e+12 2.23037e+13 9.55049e+12 1.4465e+13 9.16307e+12 1.39705e+13 8.80632e+12 4.8856e+12 1.90969e+13 4.8738e+12 1.23201e+13 4.79382e+12 1.5768e+13 1.57268e+13 4.12416e+12 7.84155e+12 7.10042e+12 1.038e+13
threshold=225.45000000000002 3.5000000000000004 55.619594000000006 55.183525900000006 37.944765900000007 37.436176200000013 55.74310830000001 59.609407350000005 2.5000000000000004 59.963407450000012 57.178027650000011 49.323301500000007 49.236330900000006 57.550671000000001 2.5000000000000004 5.5000000000000009 7.5000000000000009 55.91302515000001 7.5000000000000009 46.037218400000008 56.143542450000005 4.5000000000000009 56.831297550000009 55.120365700000008 55.046835900000012 55.014170500000006 14.500000000000002 11.500000000000002 17.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 23 5 7 -6 -4 -9 -10 12 -12 16 -14 -15 -16 19 -18 -17 -8 -21 -20 -23 24 25 -3 27 -2 29 -28
right_child=1 2 4 -5 6 -7 10 8 9 -11 11 -13 13 14 15 18 17 -19 21 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.0641747005939697 4425.3327452636431 887.51920172196412 34550.442824074074 80322.875079571764 77716.353125000009 -122664.04681249999 43766.690607638891 -79358.566847826092 55589.417926580267 -62604.744229403412 -4325.3454777644238 72093.698763020846 -121052.1761904762 -67602.703500000003 73744.850852272735 -71683.740127840909 21079.750266335228 -91616.679332386368 -33589.665476831899 52528.268952546292 -76395.648593750011 -38218.006249999999 58378.072782258067 -41410.685807291673 59453.544288194447 -67851.581445312506 -7824.9091937255862 65911.522154017861 11096.562164963943 -65965.54753289475
leaf_weight=4313902 1687 1580 27 27 22 25 45 23 22 22 39 24 21 25 22 22 22 22 29 27 20 23 31 27 45 34 160 21 130 38
leaf_count=4313902 1687 1580 27 27 22 25 45 23 22 22 39 24 21 25 22 22 22 22 29 27 20 23 31 27 45 34 160 21 130 38
internal_value=0 1077.13 -872.782 1647.03 -9286.9 -34565.7 -1651.91 -11135.3 -29546 -3507.66 -6345.74 24786.7 -12693.1 -24452.1 -11106 15.3563 2264.99 -35268.5 -15432.7 20215.8 -2332.97 -522.822 17235.3 387.098 1067.35 -560.516 3209.02 5181.31 -7061.35 -18983.2
internal_weight=0 4262 2226 1713 513 119 394 94 67 44 372 63 309 173 152 127 136 44 105 92 47 83 54 1686 1659 1614 2036 1708 328 198
internal_count=4318164 4262 2226 1713 513 119 394 94 67 44 372 63 309 173 152 127 136 44 105 92 47 83 54 1686 1659 1614 2036 1708 328 198
is_linear=0
shrinkage=0.1


Tree=3791
num_leaves=31
num_cat=0
split_feature=0 1 1 5 5 2 2 0 1 1 2 2 3 3 5 5 5 3 5 5 2 5 3 2 3 2 0 5 1 2
split_gain=4.29061e+11 6.93834e+12 9.02343e+13 5.18543e+13 4.84525e+13 2.86302e+13 3.0759e+13 2.39452e+13 2.16207e+13 1.75386e+13 6.14992e+13 5.84722e+13 3.03771e+13 5.31774e+13 4.82237e+13 3.08096e+13 3.91931e+13 9.79609e+13 3.03708e+13 2.6616e+13 1.75326e+13 2.8416e+13 2.15799e+13 1.6414e+13 1.52455e+13 1.21003e+13 1.20473e+13 1.08962e+13 1.22761e+13 9.92194e+12
threshold=45.03656895000001 39.787929450000007 39.863684800000009 109.05000000000001 80.815000000000012 3.5000000000000004 12.500000000000002 43.642715500000008 39.826386800000009 39.767857750000005 7.5000000000000009 8.5000000000000018 14.500000000000002 11.500000000000002 42.895000000000003 79.730000000000018 107.05000000000001 4.5000000000000009 51.015000000000008 67.00500000000001 1.5000000000000002 35.985000000000007 3.5000000000000004 14.500000000000002 16.500000000000004 2.5000000000000004 43.592450450000008 52.990000000000002 39.826386800000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -3 7 27 -6 -1 12 -12 13 15 -15 19 17 -17 24 20 21 -11 -22 -13 -14 -10 -24 28 -7 -4
right_child=-2 2 29 -5 8 6 -8 -9 25 10 11 23 18 14 -16 16 -18 -19 -20 -21 22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=392.82992099967169 -9.1061023857814636 -10931.557105677337 -2377.2356568937125 131651.83421875001 -40967.971174172795 -30111.435173025311 74296.062797619059 12737.428984013311 -95281.069290865387 -30554.576487379807 188318.30712053573 59762.13733552632 -55918.116666666669 19200.154166666667 216247.05665760871 238164.31696428574 -34474.790579044122 -12783.584754464287 -108016.43564346978 -88187.684111328126 -77558.259429505822 109231.49817560369 -9706.8053419325097 -38322.860085227272 59658.363968749996 -191758.53028846157 53537.352901785722 -83669.418226959751 -74345.802266199447 167.55470801790543
leaf_weight=214294 3985555 618 18153 20 34 163 21 54 26 26 35 76 21 27 23 28 34 35 46 40 43 33 216 22 25 26 35 118 102 98215
leaf_count=214294 3985555 618 18153 20 34 163 21 54 26 26 35 76 21 27 23 28 34 35 46 40 43 33 216 22 25 26 35 118 102 98215
internal_value=0 109.116 -508.656 -27999.1 -30747 -24974.1 -43922.2 -49603.2 -102976 446.786 15561.2 77368.1 2554.41 11603.6 109842 1579.34 52051.9 98748.8 -50560.6 -10878.3 -2117.98 47630.9 -12101.6 37743.1 6895.19 -143520 -887.899 -58392.8 -47137.5 -229.424
internal_weight=0 332609 117550 1182 1162 1076 458 437 86 215059 765 133 632 540 50 490 97 63 92 393 353 59 294 98 46 52 251 383 265 116368
internal_count=4318164 332609 117550 1182 1162 1076 458 437 86 215059 765 133 632 540 50 490 97 63 92 393 353 59 294 98 46 52 251 383 265 116368
is_linear=0
shrinkage=0.1


Tree=3792
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 0 0 5 5 5 5 1 5 5 0 5 2 1 1 4 2 5 4 5 5 5 5 1 3 5
split_gain=4.05716e+11 2.87411e+12 7.12774e+12 1.3334e+13 9.20126e+12 2.09022e+13 1.64509e+13 1.28814e+13 4.79365e+13 1.08358e+13 2.6079e+13 1.37084e+13 8.98497e+12 2.39671e+13 2.01495e+13 1.22818e+13 1.69163e+13 2.29987e+13 1.94348e+13 1.87199e+13 8.58369e+12 1.63304e+13 9.55263e+12 2.58993e+13 2.52289e+13 3.24461e+13 8.97713e+12 2.32591e+13 2.46552e+13 1.34181e+13
threshold=3.5000000000000004 57.814144100000007 59.853570100000006 59.76223980000001 60.035045000000004 60.042666650000008 60.017447350000005 80.815000000000012 79.730000000000018 76.00500000000001 78.010000000000005 30.323743050000001 150.04500000000004 125.85000000000001 59.609407350000005 83.010000000000005 1.5000000000000002 30.502469200000004 30.346469350000003 3.5000000000000004 2.5000000000000004 72.705000000000013 2.5000000000000004 68.00500000000001 67.990000000000023 62.995000000000012 71.715000000000018 30.410108300000001 2.5000000000000004 74.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 6 -6 7 8 9 20 11 -11 13 15 -14 -3 17 18 -17 -19 26 22 24 -24 25 -22 -4 28 -28 -30
right_child=-2 2 4 -5 5 -7 -8 -9 -10 10 -12 -13 14 -15 -16 16 -18 19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=233.08823482493665 -7.5031250087742727 -4105.120925384047 5264.664948951784 3640.7320064387131 -82928.168138860899 -667.26721812568621 33976.717330625826 -8999.0746403121939 124910.70904756433 136835.32223557692 -34850.689004629632 26714.23275390625 11690.358632812502 76762.352734375003 -121181.02931547619 -25912.675475543481 -38212.180451382272 -62781.388607954548 87971.506122819774 50194.525273437503 -10116.280864698067 -79472.519388020839 -9324.3362132352941 120485.90831853694 -97668.931093749998 118391.76685267857 -20772.845312500001 -33616.626953125 135839.65121527779 38058.215047554346
leaf_weight=222157 4074053 7333 1583 2385 31 8638 189 640 34 26 27 20 25 36 21 23 246 55 43 20 305 30 51 22 30 21 25 36 36 23
leaf_count=222157 4074053 7333 1583 2385 31 8638 189 640 34 26 27 20 25 36 21 23 246 55 43 20 305 30 51 22 30 21 25 36 36 23
internal_value=0 125.222 -966.296 -2902.85 710.227 -961.429 5387.95 3530.52 7064.64 5271.91 43164.9 88956.6 -4903.16 -4641.81 -48968.3 -5021.42 -22383.7 5231.9 48284.6 -32654.5 3992.45 -8144.52 -3156.54 29796.6 -9913.78 -1838.16 7263.66 33633.7 62455.3 97721.5
internal_weight=0 244111 21954 10187 11767 8669 3098 2909 2269 2235 73 46 7802 7756 46 7720 387 141 66 75 2162 459 429 73 356 326 1703 120 84 59
internal_count=4318164 244111 21954 10187 11767 8669 3098 2909 2269 2235 73 46 7802 7756 46 7720 387 141 66 75 2162 459 429 73 356 326 1703 120 84 59
is_linear=0
shrinkage=0.1


Tree=3793
num_leaves=31
num_cat=0
split_feature=4 5 5 0 5 5 5 5 3 0 1 1 0 1 1 1 5 3 6 5 2 3 0 2 3 5 2 5 1 2
split_gain=4.0171e+11 2.72208e+12 5.05576e+12 4.30017e+12 2.35724e+12 8.61423e+12 2.38615e+12 1.08001e+13 1.76715e+13 2.29086e+13 1.81829e+13 1.54988e+13 1.48899e+13 1.39775e+13 1.11861e+13 1.10891e+13 1.01447e+13 1.90799e+13 9.80015e+12 9.44868e+12 1.43357e+13 1.10823e+13 1.06873e+13 1.04994e+13 1.17669e+13 2.3763e+13 1.17069e+13 1.17937e+13 1.10934e+13 1.84403e+13
threshold=4.5000000000000009 16.850000000000005 19.650000000000002 55.87722990000001 23.035000000000004 29.985000000000003 110.05000000000001 114.05000000000001 6.5000000000000009 56.838612000000005 44.005491150000005 37.642309100000013 59.916647550000008 53.243495500000009 37.362912300000012 30.315880100000005 116.06000000000002 4.5000000000000009 1.5000000000000002 104.75000000000001 7.5000000000000009 6.5000000000000009 43.514103700000014 2.5000000000000004 8.5000000000000018 98.020000000000024 15.500000000000002 81.00500000000001 37.767735350000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -6 19 8 9 -8 11 12 14 -12 -10 -11 17 -9 -19 21 22 -7 -21 -23 25 -25 28 -28 29 -26
right_child=1 2 4 -5 5 6 7 16 10 15 13 -13 -14 -15 -16 -17 -18 18 -20 20 -22 23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-1.7625443473822611 -44138.144232536768 43068.033598981587 -27468.002708333337 9886.5635704627421 54121.738242187508 -5673.9523577340988 8738.1389386432929 53992.613138020832 91081.361007557745 147537.79092261905 109938.81109375 -58212.524658203125 -57386.614605978262 13797.31323714718 -3821.3490596064821 60412.739290364589 1252.2720820482914 15441.694878472223 -42339.135826945756 42818.751935369321 -38862.772284899263 15847.568914645142 -8200.8809284819072 121881.73298233697 -77485.677376994674 -27159.267343750005 6343.3311523437505 106886.16046875001 1772.8594968797197 -8281.4849045444553
leaf_weight=4303792 34 28 30 26 30 1628 82 30 23 21 20 64 23 62 27 48 8843 36 159 44 152 652 614 23 47 20 28 20 1345 213
leaf_count=4303792 34 28 30 26 30 1628 82 30 23 21 20 64 23 62 27 48 8843 36 159 44 152 652 614 23 47 20 28 20 1345 213
internal_value=0 527.805 616.914 -20727.4 533.699 592.634 479.735 1402.06 18148.8 44467.8 1.87583 -22290.5 9202.78 37246.5 39833.9 86929.1 718.747 -20250 -31671.9 -1339.09 -11183.3 666.389 -4789.23 5062.5 916.358 52560.3 -427.072 48236.2 -1882.42 -20791.5
internal_weight=0 14372 14312 60 14284 14254 14224 9438 370 151 219 137 73 82 50 69 9068 225 195 4786 810 3976 658 2348 1696 43 1653 48 1605 260
internal_count=4318164 14372 14312 60 14284 14254 14224 9438 370 151 219 137 73 82 50 69 9068 225 195 4786 810 3976 658 2348 1696 43 1653 48 1605 260
is_linear=0
shrinkage=0.1


Tree=3794
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 0 3 3 1 2 1 1 4 0 0 1 4 4 3 3 2 1 1 6 1 1 0 1 1 0
split_gain=4.33082e+11 3.66866e+12 1.55269e+13 9.39436e+13 5.57637e+13 5.66356e+13 4.43729e+13 3.96857e+13 3.58583e+13 3.26049e+13 3.17227e+13 6.42448e+13 2.93646e+13 2.39538e+13 2.3172e+13 1.84804e+13 1.82616e+13 2.27145e+13 2.37508e+13 1.98322e+13 5.36971e+13 2.53952e+13 2.76832e+13 2.49824e+13 2.25647e+13 1.77755e+13 6.13764e+13 5.13868e+13 4.45148e+13 5.12951e+13
threshold=112.04500000000002 109.05000000000001 55.055104550000003 55.017213950000006 82.933113850000026 55.02863030000001 24.500000000000004 15.500000000000002 82.945329900000004 6.5000000000000009 30.160599000000001 30.102666750000001 3.5000000000000004 55.010031850000011 59.853570100000006 82.961358250000018 1.5000000000000002 1.0000000180025095e-35 10.500000000000002 9.5000000000000018 8.5000000000000018 30.451272450000005 49.201680550000006 1.5000000000000002 37.855187800000003 37.275078000000001 55.701368300000006 37.542000650000013 37.642309100000013 55.674875350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 9 7 8 -6 -5 11 -4 -7 -3 -13 16 17 -12 -19 20 21 23 -23 -18 -22 26 -21 -27 29 -29
right_child=-2 2 10 4 6 12 -8 -9 -10 -11 15 14 -14 -15 -16 -17 19 18 -20 25 24 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.59231275313102016 -248.09374629159072 2970.2851129168012 18186.9272143983 200200.85444335939 111893.42422388982 -53515.705611661593 -33098.641898777176 158065.92735405816 -48529.772654030545 31660.795084635422 24055.019782366071 -194968.94482758621 43121.885677083337 -60633.965286458333 -60562.483517323366 -19391.557505446213 -35356.369545990565 -169039.60022321431 -27242.243750000001 -117977.6008096591 31449.05651234218 -11411.81548601465 16640.881279937246 38233.144678008692 150433.78520903716 46596.565441003309 -8432.5367790159471 -962.18060344827597 -1200.3704277758038 -194396.62509014423
leaf_weight=4238385 69234 4503 57 22 38 82 23 90 22 24 28 29 51 60 23 481 53 21 27 55 28 831 610 356 37 226 730 29 1983 26
leaf_count=4238385 69234 4503 57 22 38 82 23 90 22 24 28 29 51 60 23 481 53 21 27 55 28 831 610 356 37 226 730 29 1983 26
internal_value=0 4.04255 1866.95 5973.82 55750.5 16621.3 96236.8 116068 53071.6 112267 -1718.36 -55141.1 -16459.2 2133.94 -135520 -663.641 1123.69 -47524.1 -89278.6 1868.49 9844.1 6705.31 463.372 28697.1 99178.8 -3140.78 -16107.7 1355.24 -3661.7 -92403.9
internal_weight=0 4.24893e+06 10545 4915 352 179 173 150 60 46 5630 109 133 4563 52 5521 5040 76 48 4964 1915 1850 1441 409 65 3049 785 2264 2038 55
internal_count=4318164 4248930 10545 4915 352 179 173 150 60 46 5630 109 133 4563 52 5521 5040 76 48 4964 1915 1850 1441 409 65 3049 785 2264 2038 55
is_linear=0
shrinkage=0.1


Tree=3795
num_leaves=31
num_cat=0
split_feature=2 5 5 5 1 5 0 2 0 4 2 0 0 5 0 0 1 5 5 5 5 5 2 0 1 0 1 3 2 3
split_gain=3.86152e+11 3.40141e+12 8.51352e+12 9.29902e+12 8.7993e+12 8.70443e+12 1.05019e+13 8.53931e+12 4.90312e+12 5.45811e+12 4.66484e+12 4.49267e+12 1.71867e+13 3.88108e+12 3.359e+12 5.57306e+12 6.75759e+12 5.90136e+12 7.73707e+12 5.42073e+12 5.35157e+12 9.06565e+12 7.88586e+12 8.5191e+12 9.60282e+12 3.75308e+12 5.17701e+12 4.0683e+12 3.48176e+12 3.35397e+12
threshold=26.500000000000004 57.705000000000005 61.405000000000008 62.995000000000012 60.695889550000011 63.145000000000003 55.834684950000003 27.500000000000004 55.674875350000008 2.5000000000000004 28.500000000000004 55.701368300000006 55.812836050000008 60.610000000000007 56.838612000000005 55.751981950000008 37.342273500000012 97.050000000000011 94.040000000000006 116.06000000000002 73.405000000000015 76.00500000000001 31.500000000000004 59.846652800000008 60.628582700000003 54.736324100000012 38.151577750000008 30.500000000000004 30.500000000000004 28.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 8 5 6 10 11 -4 -10 -5 -3 -13 -9 15 17 -17 18 25 28 -16 -22 23 24 -23 27 -27 -7 -19 -18
right_child=1 2 3 4 -6 14 -8 13 9 -11 -12 12 -14 -15 20 16 29 19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-1.2332735635614593 -1206.3432018587907 10554.17240513393 -50066.014376905492 37069.047773437502 67157.676581101186 -51374.687062669836 96540.810996093758 5421.9246538947618 -3057.2324350343533 -48235.483096590913 -14612.645413306453 132001.359375 19791.640690104166 36371.280854067598 35604.373791852682 50259.740909090913 -33428.248437499999 -70679.703226902173 58247.658809267246 16993.957421875002 -48141.296033135783 90532.419369612064 -44233.213515625001 -7336.447688137755 12201.848239315259 6141.1846685598903 52330.779386718757 1911.6213969983555 -14361.096042596728 -4664.4725767209302
leaf_weight=4310832 4064 28 41 40 21 23 20 340 141 33 31 21 39 46 70 22 42 23 29 22 29 29 20 49 34 826 25 38 21 1165
leaf_count=4310832 4064 28 41 40 21 23 20 340 141 33 31 21 39 46 70 22 42 23 29 22 29 29 20 49 34 826 25 38 21 1165
internal_value=0 725.102 3127 1024.72 2690.43 2161.18 32533.9 15518.9 -18956 -11625.5 14503.8 43629.8 59065 9110.19 1040.83 -145.187 -4664.27 5370.15 7397.55 -23535.6 12521 2484.81 13607.2 23935.9 48258.8 5780.61 7498.11 -18179.9 -43800.4 -5665.37
internal_weight=0 7332 3268 2794 2579 2558 91 474 215 174 71 88 60 386 2467 2236 1229 1007 941 66 231 161 132 112 63 912 851 61 44 1207
internal_count=4318164 7332 3268 2794 2579 2558 91 474 215 174 71 88 60 386 2467 2236 1229 1007 941 66 231 161 132 112 63 912 851 61 44 1207
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 0 3 6 1 3 5 2 5 0 5 0 5 0 3 1 3 5 5 5 5 5 5 3 2 5
split_gain=3.87328e+11 3.34016e+12 2.54936e+13 4.08318e+13 2.96288e+13 2.85422e+13 2.96584e+13 2.18973e+13 1.94889e+13 3.31992e+13 3.80562e+13 1.61072e+13 1.57404e+13 1.54231e+13 2.42783e+13 3.54378e+13 1.69663e+13 2.66978e+13 2.19824e+13 1.53499e+13 2.6792e+13 1.29866e+13 2.20215e+13 1.25545e+13 1.61995e+13 1.25254e+13 1.88261e+13 2.06075e+13 1.24619e+13 2.54389e+13
threshold=18.500000000000004 82.959896850000021 82.95335685000002 55.002082750000007 77.00500000000001 55.07108800000001 21.500000000000004 1.5000000000000002 82.966612450000014 23.500000000000004 51.815000000000005 6.5000000000000009 45.985000000000007 55.034903650000011 52.405000000000008 55.07108800000001 66.990000000000023 55.039751500000008 21.500000000000004 82.991167100000027 21.500000000000004 37.005000000000003 39.805000000000007 41.005000000000003 38.010000000000012 91.050000000000011 78.710000000000022 20.500000000000004 15.500000000000002 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 12 8 9 13 23 -8 -5 -3 -15 16 18 -18 -16 20 21 -9 -23 24 -11 26 27 -19 29 -22
right_child=1 7 3 5 -6 -7 11 19 -10 10 -12 -13 -14 14 15 -17 17 25 -20 -21 28 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=12.038475647926628 -58.421966422068273 -6731.2972421815175 -169.96779709368192 -23015.047453924057 42217.923411292817 51052.85651855469 -20589.218314511978 -13784.861521129229 988.27596617819677 -14346.608756510417 46438.108816432097 -4282.9555225408321 -55347.465747919494 -84.660665178761903 83061.461157726852 -3158.0194876130759 -30287.973272847019 98429.838504914311 26707.784399108888 -523.99365918801811 9471.7571485847038 -86498.483236355256 -25088.35923195256 -9349.2969318389896 44542.551298901555 -33601.488267299108 70622.7729518821 11852.569606401106 -14572.831286278843 -82752.7830015121
leaf_weight=3717520 567001 959 2413 436 177 66 979 706 15432 72 444 1589 230 1648 122 475 86 31 160 5158 850 72 309 256 133 28 110 243 428 31
leaf_count=3717520 567001 959 2413 436 177 66 979 706 15432 72 444 1589 230 1648 122 475 86 31 160 5158 850 72 309 256 133 28 110 243 428 31
internal_value=0 -74.5088 -126.412 -6671.48 2726.81 -14047.7 -15376.3 996.903 2714.67 8303.45 25542.9 -10499.4 -34180.9 4263.66 7895.82 18375.4 31488.6 20390.4 51087.7 -3596.32 -10210.3 -21814.4 -36693.4 5418.19 23859.5 30968.8 35677.1 21647.8 -574.113 6226.63
internal_weight=0 600644 572891 5890 2590 3300 3234 27753 20199 4767 905 2568 666 3862 2903 1255 780 498 282 7554 2396 1087 381 461 205 412 384 274 1309 881
internal_count=4318164 600644 572891 5890 2590 3300 3234 27753 20199 4767 905 2568 666 3862 2903 1255 780 498 282 7554 2396 1087 381 461 205 412 384 274 1309 881
is_linear=0
shrinkage=0.1


Tree=3797
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 0 0 3 1 2 3 0 1 5 5 5 4 6 3 1 5 2 2 5 5 4 5 1 3 3
split_gain=4.03856e+11 2.51022e+12 9.37961e+12 8.81606e+12 6.47844e+12 1.64015e+13 1.29098e+13 1.46883e+13 1.77464e+13 1.09996e+13 1.56931e+13 1.08018e+13 1.76034e+13 1.98954e+13 2.61539e+13 1.59401e+13 1.59172e+13 1.48713e+13 1.48125e+13 1.06036e+13 9.30991e+12 1.18723e+13 1.09102e+13 9.28943e+12 1.00173e+13 8.37941e+12 1.98082e+13 2.20323e+13 3.46215e+13 1.59978e+13
threshold=83.000022850000008 58.995000000000012 58.755000000000003 83.026705000000007 55.012873400000011 55.013931500000005 54.811549550000009 15.500000000000002 83.140147550000009 10.500000000000002 13.500000000000002 54.934662400000008 83.011163250000024 75.750000000000014 79.730000000000018 89.00500000000001 2.5000000000000004 1.5000000000000002 16.500000000000004 83.015546400000019 65.50500000000001 11.500000000000002 1.5000000000000002 69.610000000000014 94.040000000000006 4.5000000000000009 177.02500000000003 83.093115700000013 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -3 9 11 25 -11 -9 -13 16 -15 18 20 -18 -16 -17 22 -22 -14 -12 -25 -8 27 29 -29 -27
right_child=1 4 3 -5 5 -7 7 8 -10 10 23 12 13 14 15 19 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=11.503349871776635 39.373159965668336 -473.57758309416295 20869.469080609528 939.88875120777197 -5842.5099132427049 -566.33529111734038 4245.0152076881186 9069.1488306549563 49594.563525390629 -34059.691660655626 18394.837983534071 3921.2963246225609 53679.419489397318 -57551.8653467572 45016.361895948845 22989.371354874322 60882.971535783254 4459.6086161558087 -11062.57720174984 -51131.441900634767 -11429.624854939779 -73966.548728553913 -9680.189683910472 77736.541498272243 6191.221651785715 -103674.90436789773 -83573.820754835338 140142.84069010417 -20997.295501302084 -8225.8189924568978
leaf_weight=3782924 367892 44826 419 472 6266 98648 12303 579 64 44 216 1185 28 189 62 23 55 310 196 120 75 51 925 65 28 22 36 24 30 87
leaf_count=3782924 367892 44826 419 472 6266 98648 12303 579 64 44 216 1185 28 189 62 23 55 310 196 120 75 51 925 65 28 22 36 24 30 87
internal_value=0 -81.3024 64.1922 10311.9 -403.644 -881.455 410.895 2782.57 -2625.42 4407.29 21815.5 -3505.38 -5767.15 -11411.6 -26884 -12429.6 -5089.77 12961.8 2413.76 -39209.9 -11196.2 -36742.2 -7818.63 29771.9 56196 3915.76 -16440.4 -1613.4 50620.5 -27490.8
internal_weight=0 535240 368783 891 166457 104914 61543 16717 3862 12855 353 3798 3219 2034 590 401 1444 365 258 143 1079 126 953 309 93 12502 199 163 54 109
internal_count=4318164 535240 368783 891 166457 104914 61543 16717 3862 12855 353 3798 3219 2034 590 401 1444 365 258 143 1079 126 953 309 93 12502 199 163 54 109
is_linear=0
shrinkage=0.1


Tree=3798
num_leaves=31
num_cat=0
split_feature=1 0 0 0 5 1 0 5 5 3 3 1 4 2 5 3 5 6 4 2 3 3 5 2 5 3 3 3 0 5
split_gain=4.28079e+11 1.53585e+13 1.88467e+13 1.68755e+13 1.2435e+13 1.18021e+13 2.4264e+13 1.26113e+13 9.93688e+12 1.03323e+13 3.24194e+13 9.18739e+12 8.89237e+12 1.03463e+13 8.62806e+12 2.85932e+13 2.68549e+13 1.65971e+13 1.6645e+13 9.34802e+12 1.00487e+13 8.90514e+12 1.65001e+13 9.31908e+12 8.72277e+12 1.65005e+13 1.29832e+13 1.00348e+13 1.50777e+13 9.48948e+12
threshold=92.815157350000007 56.009576300000013 52.719210700000012 56.093493200000005 42.205000000000005 104.38035940000002 53.973051950000006 76.00500000000001 47.815000000000005 21.500000000000004 20.500000000000004 103.85249100000001 2.5000000000000004 1.5000000000000002 76.00500000000001 9.5000000000000018 84.030000000000015 1.5000000000000002 2.5000000000000004 12.500000000000002 16.500000000000004 15.500000000000002 114.05000000000001 9.5000000000000018 70.50500000000001 11.500000000000002 7.5000000000000009 5.5000000000000009 55.993277250000013 29.985000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -3 6 -4 -7 -6 10 -10 12 -2 -14 24 -16 -17 -18 -19 20 21 22 23 -20 26 -26 27 -8 -29 -28
right_child=1 3 5 -5 8 7 14 -9 9 -11 -12 -13 13 -15 15 16 17 18 19 -21 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-5.1861153167915717 1950.613884137081 165.56278273691132 -27985.275851116417 -164.01520694471355 11864.728495833333 7229.0803032883086 -380.65575647273488 67837.67346125422 5128.8795517649569 -3491.7335385292895 104403.0381155303 -25.725362248514529 -4224.6359545026507 20706.397155027036 -25307.330460445075 -14999.407825638078 -4139.258675406074 114933.47176920575 -8934.4525751201927 -21840.038979640154 86970.160248565677 -22575.286592741937 80526.843084831955 69124.807246093755 -5327.3542314573197 30059.485096477641 11128.21314453125 -28764.621578124999 65167.594448965567 -6286.8662084596963
leaf_weight=4204104 1758 6573 405 23799 2054 476 7687 37 10360 1478 33 47576 224 648 707 472 177 24 65 33 32 31 53 20 305 232 325 25 54 8397
leaf_count=4204104 1758 6573 405 23799 2054 476 7687 37 10360 1478 33 47576 224 648 707 472 177 24 65 33 32 31 53 20 305 232 325 25 54 8397
internal_value=0 191.154 -733.508 1647.4 3750.52 -3367 -3770.19 11600.5 5442.72 4331.54 5444.1 292.33 6045.86 14302.1 -3244.03 -10231.8 1519.52 19443.5 35622.4 27487.9 35586.5 25857.1 36736.8 9432.43 -2581.58 9960.81 -2990.07 -16.246 35442.2 -5637.94
internal_weight=0 114060 69763 44297 20498 19557 19044 513 13925 11871 10393 50206 2630 872 18639 1614 907 435 258 234 201 169 138 85 17025 537 16488 7766 79 8722
internal_count=4318164 114060 69763 44297 20498 19557 19044 513 13925 11871 10393 50206 2630 872 18639 1614 907 435 258 234 201 169 138 85 17025 537 16488 7766 79 8722
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 1 0 3 1 5 5 4 5 5 3 2 2 3 3 3 1 5 0 5 1 5 5 5 3 3
split_gain=3.99901e+11 3.5807e+12 1.06182e+13 3.23994e+13 3.49914e+13 3.10549e+13 5.54147e+13 2.47249e+13 3.88868e+13 5.29633e+13 2.26767e+13 3.47532e+13 2.31549e+13 3.18949e+13 2.40581e+13 4.04525e+13 3.25616e+13 3.52439e+13 2.4068e+13 2.26373e+13 2.70365e+13 3.46487e+13 2.5716e+13 4.81889e+13 2.74254e+13 3.12786e+13 2.44834e+13 2.44295e+13 3.18659e+13 2.68437e+13
threshold=5.5000000000000009 60.017447350000005 59.950068600000009 30.468306550000005 59.982527000000012 30.332994000000003 59.982527000000012 16.500000000000004 30.207352000000004 80.00500000000001 57.705000000000005 1.5000000000000002 90.015000000000015 89.00500000000001 13.500000000000002 4.5000000000000009 2.5000000000000004 14.500000000000002 9.5000000000000018 11.500000000000002 30.362552800000003 102.01000000000001 59.990816400000007 62.995000000000012 30.370618100000005 81.00500000000001 61.845000000000006 64.405000000000015 16.500000000000004 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 10 -4 9 -9 -7 -12 13 -13 15 -14 -16 -18 -17 -8 21 -21 23 -22 -25 -26 -24 -28 -29 -30
right_child=-2 -3 3 4 -6 6 19 8 -10 -11 11 12 14 -15 16 18 17 -19 -20 20 22 -23 26 24 25 -27 27 28 29 -31
leaf_value=-20.821727362447817 35.349957262273584 629.9925209792591 1546.865824044771 18861.615439002704 -5604.7858702522226 -7372.0863667921731 -5626.1708071826779 3936.5899060894694 -12668.282162692421 97244.166775470891 41301.012877261513 -23273.316924866169 -31580.707580496652 -120829.54433593751 -25433.446609375002 74179.85068796642 102665.80714653863 -8661.1390250997338 -40796.015503906252 29571.619796360024 1544.4970505633053 -101235.44341517857 5715.7132585966938 -71067.922025443419 -41855.045868104877 43332.220843505864 118223.22729779413 63904.926162929391 -106025.09218750001 14135.796002604167
leaf_weight=2359704 1838026 80461 18077 1517 951 5010 3739 365 2660 73 95 2339 350 34 75 67 72 47 25 567 2309 21 929 148 132 64 34 131 22 120
leaf_count=2359704 1838026 80461 18077 1517 951 5010 3739 365 2660 73 95 2339 350 34 75 67 72 47 25 567 2309 21 929 148 132 64 34 131 22 120
internal_value=0 -26.1978 -48.1998 -1664.39 9433.92 -2394.71 -5671.43 132.266 -8122 19487.9 -11533.3 -18249.6 -20129.7 -24671.1 -3185.13 -16070.4 26171.9 58696.3 42936.4 117.609 4914.57 24899.9 1892.87 -3657.52 -38574.6 -14038.8 13806.5 38289.5 28334.4 -4480.68
internal_weight=0 2.48014e+06 2.39968e+06 39973 2468 37505 16330 21175 3098 438 8114 3104 3009 2373 636 442 194 119 92 8216 4477 588 3889 2653 344 196 1236 307 273 142
internal_count=4318164 2480138 2399677 39973 2468 37505 16330 21175 3098 438 8114 3104 3009 2373 636 442 194 119 92 8216 4477 588 3889 2653 344 196 1236 307 273 142
is_linear=0
shrinkage=0.1


Tree=3800
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 2 3 1 5 3 4 3 0 2 0 0 4 3 0 0 1 3 3 4 1 0 0 1 1 4
split_gain=4.1337e+11 5.04216e+12 2.00815e+13 2.1969e+13 2.81229e+13 3.29645e+13 2.70101e+13 2.69282e+13 2.18449e+13 2.06765e+13 1.93152e+13 2.73765e+13 2.76659e+13 1.89989e+13 2.37088e+13 1.64389e+13 1.607e+13 1.75432e+13 1.58423e+13 2.85902e+13 4.04068e+13 2.98677e+13 4.79214e+13 4.09127e+13 3.38182e+13 3.31114e+13 2.89063e+13 2.59397e+13 3.68735e+13 3.36166e+13
threshold=62.385000000000012 59.810000000000009 38.096381250000007 10.500000000000002 38.975980350000007 17.500000000000004 9.5000000000000018 60.58031445000001 62.015000000000008 8.5000000000000018 2.5000000000000004 13.500000000000002 54.736324100000012 2.5000000000000004 44.874285750000006 56.802385350000009 2.5000000000000004 4.5000000000000009 55.601678500000013 55.91302515000001 37.362912300000012 5.5000000000000009 7.5000000000000009 3.5000000000000004 37.726745000000001 55.885524800000006 55.806974650000008 37.559851850000008 37.620907050000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 6 5 -5 7 9 13 -4 -6 -12 -13 14 -3 -11 -9 -18 -15 20 -20 23 24 26 -23 -24 27 -22 29 -29
right_child=-2 2 3 4 10 -7 -8 16 -10 15 11 12 -14 18 -16 -17 17 -19 19 -21 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=14.2658543385381 53.105894496382042 17452.396475404843 -795.60297854106477 -14263.198427368779 -1621.9363167784372 38981.113779619707 3737.2773698111146 -7757.987753696023 -6497.3820365019419 1859.2131396252751 -24365.755577868127 -19423.260184854349 2284.6481016914504 -654.33155017995296 -3393.0116769753004 10031.801361549209 6496.7439656204133 -2910.2636927938838 19207.125434637484 696.93805413161158 -65206.554017857154 79172.985446428575 3279.3227607329354 -152301.92631392047 -34773.420947265629 21084.408726556107 -50607.507272359915 16290.771554487179 -5516.8033867844015 157092.72984374998
leaf_weight=3022366 1094290 577 37555 2980 37106 121 14093 6319 3598 11008 901 843 1934 12019 10032 3170 2157 24501 2199 16661 49 140 11894 22 32 1145 145 39 238 30
leaf_count=3022366 1094290 577 37555 2980 37106 121 14093 6319 3598 11008 901 843 1934 12019 10032 3170 2157 24501 2199 16661 49 140 11894 22 32 1145 145 39 238 30
internal_value=0 -18.0259 -502.362 -1143.31 -3005.13 -12185.6 -316.347 -990.739 1052.47 432.764 -2307.09 -9219.37 -4305.11 1544.38 -2259.28 3686.49 -3223.87 -2149.11 2448.89 3593.2 6621.8 4606.72 5534.58 -18831.2 57973.7 4842.85 -12970.2 2359.56 13143.7 77509
internal_weight=0 3.22387e+06 201508 142688 43885 3101 98803 84710 58820 51733 40784 3678 2777 55222 10609 14178 32977 26658 44613 32594 15933 13734 13211 523 172 13039 501 356 307 69
internal_count=4318164 3223874 201508 142688 43885 3101 98803 84710 58820 51733 40784 3678 2777 55222 10609 14178 32977 26658 44613 32594 15933 13734 13211 523 172 13039 501 356 307 69
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=31
num_cat=0
split_feature=5 2 5 3 0 0 2 6 0 4 3 6 5 1 0 5 0 2 1 0 5 0 3 1 0 1 0 0 5 3
split_gain=4.28542e+11 2.69272e+12 8.97442e+12 9.70159e+12 2.11912e+13 1.46521e+13 1.63107e+13 1.81795e+13 1.01229e+13 8.93284e+12 8.47531e+12 2.88858e+13 2.51849e+13 5.10795e+13 2.71034e+13 2.34405e+13 2.19199e+13 2.02618e+13 2.6702e+13 3.9535e+13 4.03237e+13 5.58862e+13 3.22755e+13 2.19644e+13 2.52499e+13 2.16808e+13 3.17867e+13 4.13228e+13 4.83611e+13 4.07244e+13
threshold=87.395000000000024 7.5000000000000009 177.02500000000003 8.5000000000000018 42.966471700000007 44.039893800000009 14.500000000000002 1.5000000000000002 44.732363600000006 6.5000000000000009 17.500000000000004 1.5000000000000002 90.015000000000015 82.907204800000002 45.022371150000005 91.050000000000011 55.050600750000008 6.5000000000000009 39.188277450000008 59.950068600000009 132.05000000000004 45.091904500000005 16.500000000000004 37.832345550000007 53.204054050000003 43.048525950000005 43.465905150000005 44.039893800000009 92.035000000000011 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 -4 -5 6 7 -6 -7 -10 17 -12 13 -13 -14 -16 -15 -2 19 20 -19 -22 23 24 -23 26 -20 28 -28 -30
right_child=1 2 3 4 5 8 -8 -9 9 -11 11 12 14 16 15 -17 -18 18 25 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=7.6915032146852944 5.3505401329451576 -730.19381894062803 60446.695849609379 100440.46915760869 -2768.8218520220589 54698.200492931559 37472.885468749999 -85297.261872209827 4159.6776088482857 55875.194646139716 2467.9915755639413 719.99168098245525 -31150.452511991469 96673.942792038695 -35044.261737583707 -5488.3372156468631 -8398.5280949519238 17026.588576925766 -86379.597500000003 -14768.565142967323 -70536.744885817316 106865.96939538045 -95914.481046549481 98662.878236607154 -7143.6178863281257 2913.8907605812146 -63876.178906250003 -17692.162959496422 -525.65056152343755 104824.1650299782
leaf_weight=4075234 126901 85981 32 23 51 42 30 56 1893 34 7523 1233 487 84 280 6441 26 3594 55 547 130 23 24 35 125 6227 40 863 64 86
leaf_count=4075234 126901 85981 32 23 51 42 30 56 1893 34 7523 1233 487 84 280 6441 26 3594 55 547 130 23 24 35 125 6227 40 863 64 86
internal_value=0 -129.028 -570.224 5794.59 4973.14 3930.52 -27691 -45961.3 6130.7 5072.15 122.206 -2051.53 -6027.72 6545.05 -8370.29 -6719.65 71838.6 374.096 4335.34 10420.2 13925.2 -19150 13121.8 27421.7 10574.1 620.555 -12268.1 -8397.1 33822 59874.9
internal_weight=0 242930 88142 2161 2129 2106 137 107 1969 1927 154788 16074 8551 1343 7208 6721 110 138714 11813 4478 3931 337 207 183 148 7335 1108 1053 190 150
internal_count=4318164 242930 88142 2161 2129 2106 137 107 1969 1927 154788 16074 8551 1343 7208 6721 110 138714 11813 4478 3931 337 207 183 148 7335 1108 1053 190 150
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=31
num_cat=0
split_feature=5 1 3 0 3 4 0 1 1 5 5 2 2 1 2 5 1 1 5 1 5 1 3 0 2 3 4 2 0 0
split_gain=4.14371e+11 2.58463e+12 9.33394e+12 1.92107e+13 1.58774e+13 3.55648e+13 2.74397e+13 2.40856e+13 5.49153e+13 2.42333e+13 3.41313e+13 3.47846e+13 6.66264e+13 3.02701e+13 8.82919e+13 3.7098e+13 4.18413e+13 2.33383e+13 1.80376e+13 1.56279e+13 2.79932e+13 1.41568e+13 2.97113e+13 3.63655e+13 3.26578e+13 3.65958e+13 3.82038e+13 2.73209e+13 1.52552e+13 1.29069e+13
threshold=142.05000000000004 60.55755580000001 8.5000000000000018 57.157092150000004 9.5000000000000018 4.5000000000000009 55.014170500000006 60.695889550000011 61.396377350000009 177.02500000000003 161.85000000000002 4.5000000000000009 5.5000000000000009 82.911991800000024 5.5000000000000009 150.04500000000004 83.663637000000008 65.480823400000006 161.85000000000002 60.601268000000012 177.02500000000003 60.648383500000008 13.500000000000002 56.852744000000008 9.5000000000000018 17.500000000000004 4.5000000000000009 10.500000000000002 56.852744000000008 57.178027650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 19 4 5 7 -7 18 -9 10 13 -12 -13 14 -10 16 -15 -8 -4 20 -3 22 23 27 25 26 28 -6 -24 -5
right_child=1 2 3 29 21 6 17 8 9 -11 11 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.150500846605353 -1251.4096991740371 -117256.04725494386 -93319.823294771646 -76228.066992187509 70280.135922558067 79752.892801339287 29163.648071289062 184676.30458984376 -48659.186613175676 -8580.2065306624754 34208.736806441324 266986.8885 31151.101103940218 212799.0293269231 142221.57459677418 5154.2115577028517 40781.528351814515 -70413.019048455055 24472.569471153849 -2393.2295661035123 23971.386968750001 -850.19751316983934 -104708.60015050552 -80317.86063988095 22840.428403169819 26994.63332291667 60232.068750000006 -50147.868824404766 -18425.367245370373 -7157.952301222278
leaf_weight=4297453 13630 32 26 48 183 21 32 24 111 123 49 25 23 26 31 57 31 89 26 2654 25 2840 85 21 292 75 22 21 27 62
leaf_count=4297453 13630 32 26 48 183 21 32 24 111 123 49 25 23 26 31 57 31 89 26 2654 25 2840 85 21 292 75 22 21 27 62
internal_value=0 -446.221 1103.66 3963.29 5028.71 18867.4 -25765.6 30349.1 37085.5 29643.9 42962.8 93478.1 153982 23822.2 -6988.03 62199.9 119246 -44078.7 -34423.6 -3505.92 -55314.2 2335.48 14797.4 44984.4 1240.3 -28937.9 -60243.4 57883.1 -83908.2 -37297.6
internal_weight=0 20711 7081 4370 4260 694 142 552 500 476 353 97 48 256 142 114 57 121 52 2711 57 3566 726 225 501 209 134 204 112 110
internal_count=4318164 20711 7081 4370 4260 694 142 552 500 476 353 97 48 256 142 114 57 121 52 2711 57 3566 726 225 501 209 134 204 112 110
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 6 3 5 6 3 3 5 1 1 0 5 1 5 5 3 3 3 2 1 1 1 3 6 3
split_gain=4.06234e+11 4.44235e+12 5.36646e+13 9.49993e+13 1.79775e+14 1.02412e+14 9.58659e+13 7.40356e+13 7.27201e+13 7.08713e+13 7.14962e+13 6.90738e+13 8.84792e+13 6.7039e+13 6.6363e+13 6.21908e+13 5.9934e+13 5.46854e+13 5.33517e+13 1.64559e+14 9.45709e+13 5.69278e+13 4.58797e+13 4.56844e+13 4.47675e+13 6.3303e+13 8.12979e+13 9.5697e+13 5.97638e+13 4.675e+13
threshold=55.591389050000011 55.551692500000009 37.615058950000012 37.503486000000002 37.487839250000007 20.500000000000004 1.5000000000000002 9.5000000000000018 33.805000000000007 1.5000000000000002 11.500000000000002 13.500000000000002 86.810000000000016 37.998366300000008 37.597123000000003 55.56564190000001 57.705000000000005 37.869926150000005 67.990000000000023 60.005000000000003 17.500000000000004 17.500000000000004 15.500000000000002 2.5000000000000004 37.855187800000003 37.752451500000006 37.792847950000002 16.500000000000004 1.5000000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -6 -5 10 -10 12 14 17 -11 23 -8 24 19 -17 -21 -20 -9 -13 25 -4 27 28 -27 -28
right_child=-2 2 13 5 6 -7 16 22 9 11 -12 15 -14 -15 -16 18 -18 -19 21 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=8.0304074834330041 -34.549291407354396 3856.0395776808723 -2512.444747255206 -19043.530270032115 23631.682370923914 2624.7475569861376 -37517.996420583419 -101750.42636684724 -45377.821719360356 19477.428353734962 64075.643364732845 169379.62549838366 235800.67734375002 3320.2240754629588 143571.57455705915 -4564.2913832770455 31934.74125721637 -26658.745762155551 -57106.706731884558 225475.36798349058 -17344.179415760871 87287.672076612915 -47002.185049810651 37741.680962082435 13152.265595792409 -11917.231977289182 -7552.3082554498078 -110717.95951967593 -62602.455075847305 104710.26665296053
leaf_weight=2367465 1903261 14321 8611 274 92 2819 248 287 64 187 884 29 28 12426 56 576 249 1259 229 53 23 31 328 290 1251 723 1557 162 343 38
leaf_count=2367465 1903261 14321 8611 274 92 2819 248 287 64 187 884 29 28 12426 56 576 249 1259 229 53 23 31 328 290 1251 723 1557 162 343 38
internal_value=0 27.2294 985.383 4748.3 735.888 15986.4 -36376.8 -60035.3 29814 35278 56686.4 21766 67471.2 -2020.95 48075.3 11704.2 -2721.76 -6780.67 -1589.11 13684.4 151991 -39890.5 -72551.4 49708.8 -4807.74 -6772.76 -19768 -39108.4 -28225.9 -4877.71
internal_weight=0 2.4149e+06 47438 21068 15525 5543 1204 707 2724 2450 948 1502 271 26370 243 1231 497 13944 912 652 76 260 615 319 12685 11434 2823 1228 1066 1595
internal_count=4318164 2414903 47438 21068 15525 5543 1204 707 2724 2450 948 1502 271 26370 243 1231 497 13944 912 652 76 260 615 319 12685 11434 2823 1228 1066 1595
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 5 1 5 0 0 0 3 0 5 3 5 0 4 4 5 3 3 2 5 3 3 5 0 0 1
split_gain=4.00712e+11 5.54649e+12 9.2661e+12 1.05139e+13 8.45063e+12 1.40201e+13 1.47261e+13 9.8454e+12 1.07532e+13 4.32498e+13 1.99818e+13 3.30147e+13 2.34071e+13 1.82677e+13 4.3139e+13 2.18563e+13 1.92456e+13 4.16023e+13 2.7753e+13 2.10689e+13 7.10568e+13 1.97399e+13 1.82561e+13 2.41805e+13 1.60933e+13 1.62089e+13 1.45433e+13 3.43622e+13 1.44908e+13 3.21608e+13
threshold=43.574807850000006 44.005491150000005 56.501468900000013 43.808567100000012 1.0000000180025095e-35 29.050000000000004 43.868031300000006 29.610000000000003 56.054485600000007 55.518428350000008 56.281985950000006 22.500000000000004 56.24640500000001 81.910000000000011 16.500000000000004 80.815000000000012 56.24640500000001 3.5000000000000004 2.5000000000000004 83.010000000000005 4.5000000000000009 8.5000000000000018 19.500000000000004 60.310000000000009 9.5000000000000018 10.500000000000002 85.91500000000002 56.24640500000001 56.338501050000012 43.94115175000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 -6 9 24 11 13 22 15 16 -10 17 -15 -18 20 -20 -19 23 -13 -9 -26 27 -16 29 -12
right_child=1 -3 3 -5 7 6 -8 8 10 -11 28 12 -14 14 26 -17 18 21 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-30.687824401976044 3669.7972036249503 2.0070643413544746 -7743.026619865992 -59805.752695312505 -4723.0393107695336 12294.094460471619 70095.771853885133 754.0528151943671 5192.1009749714885 -53652.086505681829 -5844.5528131332067 2638.5207578125001 -30447.301935289957 69993.841912206015 204409.616125 -40380.295386202837 -53911.632972756415 50961.64057904412 -67427.570862926135 2325.5601936362323 167562.04435483873 -41089.568760557435 -49355.249819483899 101427.94691722974 -11623.839507896178 9545.4243848657279 25971.047310697119 48982.199622691762 3615.9945385577012 2561.4359820092382
leaf_weight=2143177 544 2109068 173 50 2989 109 74 15669 14642 154 8332 75 430 144 25 106 78 34 22 347 31 74 33 37 2054 439 26 33 9164 10031
leaf_count=2143177 544 2109068 173 50 2989 109 74 15669 14642 154 8332 75 430 144 25 106 78 34 22 347 31 74 33 37 2054 439 26 33 9164 10031
internal_value=0 30.239 933.515 -19416.3 1002.59 11724.2 35667.5 882.617 1152.95 -880.765 2006.05 4800.03 -18731 5669.48 20253 4864.55 12443.9 34806.3 654.558 11295 70019.2 -12110.5 16013.8 35274.3 -433.304 -7896.08 88117.9 115977 368.145 -1252.68
internal_weight=0 2.17499e+06 65919 223 65696 727 183 64969 61980 18316 43664 16137 575 15562 814 14748 730 252 478 400 53 108 145 112 18162 2493 84 58 27527 18363
internal_count=4318164 2174987 65919 223 65696 727 183 64969 61980 18316 43664 16137 575 15562 814 14748 730 252 478 400 53 108 145 112 18162 2493 84 58 27527 18363
is_linear=0
shrinkage=0.1


Tree=3805
num_leaves=31
num_cat=0
split_feature=0 1 1 3 1 3 1 1 0 5 2 2 2 2 0 1 5 3 4 1 3 5 5 3 0 1 3 0 1 5
split_gain=3.97594e+11 5.94945e+12 1.40241e+13 1.2537e+13 1.95601e+13 5.17481e+13 1.49472e+14 1.18003e+14 8.48606e+13 4.15966e+13 3.42945e+13 2.53442e+13 2.5721e+13 1.63923e+13 1.62415e+13 5.84482e+13 8.08402e+13 2.34902e+13 2.19338e+13 1.51682e+13 2.31993e+13 2.13329e+13 2.62488e+13 1.87628e+13 2.01247e+13 2.32077e+13 1.79273e+13 1.69359e+13 3.15168e+13 3.63797e+13
threshold=45.03656895000001 39.143775600000005 39.262370300000008 17.500000000000004 39.032393150000004 16.500000000000004 39.047276750000002 39.041623000000008 45.029420750000007 44.410000000000004 4.5000000000000009 2.5000000000000004 5.5000000000000009 13.500000000000002 45.022371150000005 39.071052600000009 99.555000000000021 15.500000000000002 4.5000000000000009 39.041623000000008 9.5000000000000018 98.020000000000024 91.050000000000011 11.500000000000002 44.226894250000008 39.080602550000002 5.5000000000000009 44.998833400000002 39.110397700000007 75.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 14 7 -7 13 -9 -10 -11 -13 -8 18 16 -16 -17 19 20 -6 22 -22 24 25 -21 -27 28 29 -26
right_child=-2 2 -4 -5 5 6 8 9 10 11 -12 12 -14 -15 15 17 -18 -19 -20 23 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=257.24600143095842 -8.7658337804830353 -9705.2523186462095 -247.91442072122237 -1208.6389305224038 3965.2457803254119 2978.1944694550702 -2894.0995057579144 39458.003301177159 186020.16846590908 34139.22884290541 50290.079750048433 197437.27590238131 109136.41940073745 -29912.516154022698 -12131.997235613828 7239.8209297507874 -132695.24612801537 -13059.293607951215 62649.241059727829 5853.0396288542042 24105.301359216843 -29561.226372767858 111447.82862413196 -802.86470624021922 24656.018653416337 -5952.325998179118 -34326.026988891601 4417.9601592061827 6937.2660075137819 106347.10635096664
leaf_weight=107551 3985555 1584 154903 34405 2004 241 770 111 22 37 121 39 214 317 2290 3958 57 666 62 1397 778 70 36 10717 717 864 300 6426 1893 59
leaf_count=107551 3985555 1584 154903 34405 2004 241 770 111 22 37 121 39 214 317 2290 3958 57 666 62 1397 778 70 36 10717 717 864 300 6426 1893 59
internal_value=0 105.038 -343.644 503.699 919.408 3003.82 19168.2 58280.3 -1246.49 91516.8 71171.6 111443 122748 -10773.4 2066.82 -2207.46 -15060 4316.12 3243.46 3097.65 9917.98 23412.6 27968.1 2217.26 4994.08 -2836.36 -13265.1 7199 13894.8 30867.1
internal_weight=0 332609 156487 176122 141717 34166 1872 642 1230 401 143 290 253 1087 32294 6971 2347 4624 25323 25261 2888 884 814 22373 11656 2561 1164 9095 2669 776
internal_count=4318164 332609 156487 176122 141717 34166 1872 642 1230 401 143 290 253 1087 32294 6971 2347 4624 25323 25261 2888 884 814 22373 11656 2561 1164 9095 2669 776
is_linear=0
shrinkage=0.1


Tree=3806
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 1 6 3 0 5 3 5 3 0 1 6 3 3 0 3 5 5 2 4 5 5 5 0 5 5
split_gain=4.087e+11 9.24898e+12 2.27185e+13 4.04032e+13 3.95123e+13 1.70679e+13 1.48258e+13 1.78001e+13 1.52225e+13 9.54761e+12 2.26254e+13 9.47348e+12 8.57589e+12 8.63317e+12 8.33019e+12 2.15736e+13 2.36525e+13 2.12773e+13 1.94675e+13 2.17094e+13 3.36555e+13 4.12898e+13 3.99644e+13 4.01092e+13 2.91655e+13 3.70643e+13 4.17432e+13 2.02647e+13 1.90011e+13 5.34071e+13
threshold=47.854228500000012 47.473138800000008 43.056445700000005 90.015000000000015 56.143542450000005 47.554129950000011 1.5000000000000002 10.500000000000002 56.635684300000008 123.15000000000002 8.5000000000000018 40.905000000000008 4.5000000000000009 55.993277250000013 47.208373000000009 1.5000000000000002 23.500000000000004 10.500000000000002 56.121679000000007 6.5000000000000009 118.33500000000002 49.505000000000003 3.5000000000000004 3.5000000000000004 114.05000000000001 98.020000000000024 86.810000000000016 56.143542450000005 100.05000000000001 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 5 11 -6 8 -8 -5 -11 -4 -7 -14 -1 17 18 28 -17 20 21 -20 23 -22 25 26 27 -23 -16 -30
right_child=-2 2 3 9 6 12 7 -9 -10 10 -12 -13 13 -15 15 16 -18 -19 19 -21 22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-26.798483759503984 33.731453664710656 601.81440220155753 -3138.1593078023889 -35081.115974697743 -7200.4536735194852 -13637.351591966642 9162.9931508714126 -34603.979579559084 -755.31400545729809 -25860.875151209679 -153722.81230468751 -12304.243678391691 -26384.904335097017 -60793.209157151439 1475.5233091779801 1173.1734677881645 -37631.830920154069 -7776.5118073330832 -6721.2701653684853 10685.703432495129 -88828.086079545465 6360.2984116087846 -114321.76758522727 94633.351322115399 135517.64546130953 -57712.86252848307 103676.15476831897 42242.487789318053 140540.47752878288 7637.9606719145904
leaf_weight=2292480 1960871 18687 1864 163 2088 302 2574 127 3880 31 25 2854 244 104 2152 16712 143 4200 1825 5598 22 595 55 26 21 63 58 214 38 148
leaf_count=2292480 1960871 18687 1864 163 2088 302 2574 127 3880 31 25 2854 244 104 2152 16712 143 4200 1825 5598 22 595 55 26 21 63 58 214 38 148
internal_value=0 -28.0589 -1691.89 -4698.52 -4033.56 -10775.8 141.386 2470.78 3200.33 -47319.5 -82942.1 -8682.88 -25967.5 -36667.8 -4.47742 1601.13 2922.9 -3520.2 3153.14 7056.54 -0.110766 2082.54 -56130.6 10546.9 18977.3 16345.8 21727.2 15852 4125.87 34790.1
internal_weight=0 2.35729e+06 32943 14256 14037 5368 8669 6581 6454 219 56 4718 650 348 2.32435e+06 31870 25332 6538 25189 8477 2879 2776 103 48 951 930 867 809 2338 186
internal_count=4318164 2357293 32943 14256 14037 5368 8669 6581 6454 219 56 4718 650 348 2324350 31870 25332 6538 25189 8477 2879 2776 103 48 951 930 867 809 2338 186
is_linear=0
shrinkage=0.1


Tree=3807
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 3 6 5 4 5 5 4 5 4 0 5 5 0 5 0 5 5 2 2 2 0 0 2 1
split_gain=3.94152e+11 4.79691e+12 4.65336e+13 2.58557e+13 2.36139e+13 2.41227e+13 3.04539e+13 2.77136e+13 3.35856e+13 6.33159e+13 3.74929e+13 6.32712e+13 2.29135e+13 2.18051e+13 4.8915e+13 2.13824e+13 1.89574e+13 1.8202e+13 2.17742e+13 3.26433e+13 2.5166e+13 2.46867e+13 2.28613e+13 2.59049e+13 2.20771e+13 2.69241e+13 2.01851e+13 1.80211e+13 2.01103e+13 3.61292e+13
threshold=38.996948700000011 38.969379750000009 45.040161900000008 45.03656895000001 20.500000000000004 38.975980350000007 18.500000000000004 1.5000000000000002 46.810000000000009 1.5000000000000002 68.00500000000001 85.91500000000002 1.5000000000000002 68.00500000000001 2.5000000000000004 45.112033650000008 85.91500000000002 90.015000000000015 45.084117700000007 95.020000000000024 45.070824200000011 110.05000000000001 97.050000000000011 9.5000000000000018 22.500000000000004 24.500000000000004 45.091904500000005 45.013473000000012 9.5000000000000018 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 27 5 6 13 -8 -9 -10 -11 -12 -6 -5 16 17 -15 -4 19 20 -19 22 -20 -24 -21 -26 -23 -3 -29 -30
right_child=-2 2 15 4 12 -7 7 8 9 10 11 -13 -14 14 -16 -17 -18 18 21 24 -22 26 23 -25 25 -27 -28 28 29 -31
leaf_value=6.6790332366687863 -21.614469200999398 -14076.02287067042 5122.072001753696 -8873.6125597947903 -9221.3876851185578 10713.37788120179 -16823.252698348257 -15453.167503500885 110277.98997465093 -45112.701787760423 79183.856879190775 -42751.03624134064 -50834.514204042265 -71208.283508822453 -9631.0680483200103 -951.72299139176471 30225.739765625 -67003.292630026219 31536.909352065577 -4014.1994135950977 -14845.871355968215 139303.66516203704 8829.8979346742035 -78597.568956367933 94725.361100260416 -43373.200722656249 29934.786468641498 -1321.0808224871253 31548.879335868489 1030.9641342150712
leaf_weight=1407690 2856253 842 25186 3880 285 713 267 159 94 75 127 64 247 234 517 10711 20 143 165 1678 262 27 94 53 48 20 45 6466 566 1233
leaf_count=1407690 2856253 842 25186 3880 285 713 267 159 94 75 127 64 247 234 517 10711 20 143 165 1678 262 27 94 53 48 20 45 6466 566 1233
internal_value=0 42.2299 965.205 -3605.35 -8329.63 -6581.2 -8849.18 9356.36 22824.5 39730.4 14800.1 38326.1 -28541.8 -11925.8 -27286 2842.92 -63221.4 4309.12 -3767.8 -7683.66 -33261.9 18167.2 5986.95 -22691.6 -1750.56 54108.1 70948.1 -139.044 1280.79 10632.5
internal_weight=0 1.46191e+06 54221 15789 6682 6150 5437 786 519 360 266 191 532 4651 771 38432 254 27721 2535 2151 405 384 312 147 1746 68 72 9107 8265 1799
internal_count=4318164 1461911 54221 15789 6682 6150 5437 786 519 360 266 191 532 4651 771 38432 254 27721 2535 2151 405 384 312 147 1746 68 72 9107 8265 1799
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=31
num_cat=0
split_feature=0 3 3 2 5 1 1 4 5 0 4 1 4 1 5 5 5 5 5 1 5 4 5 0 0 1 0 4 2 6
split_gain=4.3107e+11 9.88568e+12 1.31362e+13 1.57144e+13 1.68119e+13 1.61869e+13 2.80583e+13 1.92756e+13 1.91166e+13 1.48912e+13 1.31929e+13 1.30627e+13 1.23453e+13 1.18824e+13 3.47673e+13 2.92473e+13 3.63183e+13 2.24038e+13 2.01358e+13 1.15201e+13 2.59272e+13 3.18568e+13 2.11643e+13 2.70568e+13 2.11006e+13 2.35659e+13 2.27875e+13 1.85149e+13 1.98072e+13 1.72176e+13
threshold=45.040161900000008 21.500000000000004 22.500000000000004 6.5000000000000009 59.810000000000009 39.080602550000002 39.726951800000002 2.5000000000000004 72.705000000000013 43.592450450000008 1.5000000000000002 39.899261850000009 1.5000000000000002 38.959914000000005 103.45000000000002 128.92000000000004 109.05000000000001 84.030000000000015 137.05000000000004 39.080602550000002 51.405000000000008 1.5000000000000002 47.815000000000005 43.592450450000008 45.005863250000004 39.718803500000007 43.592450450000008 2.5000000000000004 14.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 9 -7 -6 -8 -13 15 -15 16 17 -12 -17 29 21 -21 23 -23 25 -22 -27 -28 -29 -4
right_child=-2 2 19 5 10 6 11 -9 -10 -11 13 12 -14 14 -16 18 -18 -19 -20 20 24 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=229.56013209655967 -9.4041389698219309 -4252.4904143431477 5886.5149456072577 -6172.62634286717 -86515.014162795618 98557.709953703714 -54908.996413352274 78231.736905570651 -53770.018994140628 18480.735532756025 -40157.970351114083 -29199.628284004408 56954.252889278025 -23575.626143922669 -115786.65250651044 137530.44062500002 -150070.85478980656 36276.679910714287 8832.0244203629027 -1621.7801296034631 20151.382180762477 -60749.33766741072 108302.4514386433 53104.747257586219 -29213.360788890983 -5846.4610951257127 -78786.272638556664 54672.460185185184 -76627.1708984375 -2324.6068476027758
leaf_weight=333370 3966746 535 4177 2800 37 27 66 69 32 166 98 39 29 276 48 20 21 63 31 1262 258 28 41 82 632 504 89 27 20 6571
leaf_count=333370 3966746 535 4177 2800 37 27 66 69 32 166 98 39 29 276 48 20 21 63 31 1262 258 28 41 82 632 504 89 27 20 6571
internal_value=0 106.152 -2173.35 -6955.74 -17110.6 -3404.04 14708.2 31993.9 17814.3 29683.2 -28691.6 -23217.2 7542.47 -24850.6 -37236.5 -7627.2 -26382.1 -10248.8 59302 -651.411 -6194.85 3572.06 46980.2 24123.7 -15214.9 -5362.95 -15648.4 -51973.3 -1199.72 866.485
internal_weight=0 351418 18048 4357 1129 3228 428 294 225 193 594 134 68 557 324 233 182 161 51 13691 2943 1413 151 110 1530 898 640 136 47 10748
internal_count=4318164 351418 18048 4357 1129 3228 428 294 225 193 594 134 68 557 324 233 182 161 51 13691 2943 1413 151 110 1530 898 640 136 47 10748
is_linear=0
shrinkage=0.1


Tree=3809
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 1 3 5 0 3 3 3 6 0 0 6 2 5 3 5 5 1 0 0 0 5 5 6 2 3
split_gain=4.01391e+11 7.57069e+12 1.82184e+13 3.27265e+13 3.2005e+13 1.3825e+13 1.22441e+13 1.41182e+13 1.0092e+13 9.44602e+12 1.00478e+13 9.14217e+12 1.16487e+13 8.371e+12 1.10626e+13 8.01195e+12 7.95692e+12 1.27051e+13 7.47724e+12 7.2762e+12 6.86413e+12 6.80972e+12 2.56948e+13 4.92147e+13 2.87414e+13 2.71727e+13 1.87916e+13 1.82545e+13 1.77263e+13 1.90884e+13
threshold=47.854228500000012 47.473138800000008 43.056445700000005 90.015000000000015 56.143542450000005 47.554129950000011 5.5000000000000009 37.505000000000003 56.663136550000011 10.500000000000002 8.5000000000000018 6.5000000000000009 1.5000000000000002 56.054485600000007 55.518428350000008 1.5000000000000002 5.5000000000000009 123.15000000000002 2.5000000000000004 59.025000000000013 54.035000000000004 49.323301500000007 58.000519000000004 57.945214300000011 56.791364150000007 32.005000000000003 25.005000000000006 1.5000000000000002 1.5000000000000002 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 11 8 -8 -6 10 -9 13 -13 14 15 -4 -5 -18 -7 -16 -17 22 23 24 26 -25 -2 -27 -28 -30
right_child=21 2 3 16 6 18 7 9 -10 -11 -12 12 -14 -15 19 20 17 -19 -20 -21 -22 -23 -24 25 -26 27 28 -29 29 -31
leaf_value=-6.4718906775573801 -5966.8574859589817 520.88083565992099 25523.097730118192 -26512.62524108887 6572.3181945116339 -4441.272595523883 5216.445147620715 -19018.103523160546 -24170.402164108687 -30006.019201303461 -2966.5009362407568 -894.16032456047515 -19761.314465413376 -379.2574351359292 -18465.368243386791 -2011.8279184256589 -41559.214732572116 -124270.65551382213 -29445.659123164853 -53472.008058593754 -21152.674224740906 -21.801664829219689 -52754.592306857638 -28043.023383246527 -32297.43998729634 40880.874734998433 3865.1357566314759 122958.75885416668 90.766769025270662 4247.6851868571421
leaf_weight=2324350 4162 18687 78 128 2809 158 1664 439 111 154 3492 468 1088 1846 285 607 65 26 492 75 271 1802543 90 54 265 280 17230 30 124091 12126
leaf_count=2324350 4162 18687 78 128 2809 158 1664 439 111 154 3492 468 1088 1846 285 607 65 26 492 75 271 1802543 90 54 265 280 17230 30 124091 12126
internal_value=0 -27.8069 -1533.13 -4225.57 -3627.1 -9695.17 130.349 -2548.05 5403.67 -5710.87 -4759.09 -7811.5 -14086.6 -4723.56 -10817.5 -5191.16 -42584.5 -65191.1 -23367.7 -25758.4 -7919.77 33.4285 662.216 692.598 607.916 37420.6 663.243 48823.9 843.073 460.815
internal_weight=0 2.35729e+06 32943 14256 14037 5368 8669 5749 2920 4085 3931 4718 1556 3162 1316 956 219 91 650 360 878 1.96087e+06 158328 158238 157874 364 157609 310 153447 136217
internal_count=4318164 2357293 32943 14256 14037 5368 8669 5749 2920 4085 3931 4718 1556 3162 1316 956 219 91 650 360 878 1960871 158328 158238 157874 364 157609 310 153447 136217
is_linear=0
shrinkage=0.1


Tree=3810
num_leaves=31
num_cat=0
split_feature=0 0 1 5 4 2 2 1 5 3 5 3 1 1 3 5 3 3 3 2 1 6 3 3 5 1 1 1 3 3
split_gain=4.08348e+11 7.5291e+12 9.33262e+13 2.87553e+13 3.4431e+13 3.59727e+13 3.08693e+13 4.73787e+13 2.92319e+13 2.41026e+13 2.814e+13 3.7681e+13 2.5593e+13 1.07651e+14 1.02875e+14 6.6144e+13 6.42206e+13 5.10988e+13 1.00025e+14 2.27992e+14 1.39848e+14 1.09049e+14 9.91657e+13 4.88833e+13 5.91886e+13 5.86824e+13 4.73068e+13 4.6434e+13 6.00786e+13 4.59013e+13
threshold=59.904813200000007 59.882016200000002 30.578016350000002 81.910000000000011 3.5000000000000004 1.5000000000000002 4.5000000000000009 30.451272450000005 120.05000000000001 23.500000000000004 37.305000000000007 25.500000000000004 30.410108300000001 30.323743050000001 14.500000000000002 39.505000000000003 12.500000000000002 10.500000000000002 11.500000000000002 3.5000000000000004 30.315880100000005 1.5000000000000002 13.500000000000002 19.500000000000004 78.710000000000022 30.305955500000003 30.315880100000005 30.451272450000005 14.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -5 -6 8 -8 12 -11 -12 13 17 15 -15 -17 29 19 -19 -21 22 -20 24 25 -23 -25 -14 -29 -3
right_child=-2 2 -4 4 6 -7 7 -9 -10 10 11 -13 27 14 -16 16 -18 18 21 20 -22 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=3.9668440771237421 111.65437695254198 4249.8077700680033 -35339.991790986183 74223.913464095749 -13241.01222727706 -13921.524343884848 92262.221589587978 -53604.773789062507 -147.39401595744681 3543.0164550198115 -18067.95143570023 3603.3896344692557 10299.391218872599 30056.697080927308 -50256.398729854729 -19007.329662566539 97184.214724170917 -51544.050477743556 -50795.88947617283 152417.70860399198 -44064.954723011368 -29100.364513888893 6393.4882135411035 -73816.965066189237 -82122.960441300689 56417.312404086144 90920.829415760876 8577.7876709251886 -9617.1035115821669 -23779.424973780318
leaf_weight=3980885 304457 1919 796 47 164 3105 126 40 47 2198 2397 1206 6933 391 748 1629 49 117 411 205 44 90 1156 72 37 740 23 3401 3891 840
leaf_count=3980885 304457 1919 796 47 164 3105 126 40 47 2198 2397 1206 6933 391 748 1629 49 117 411 205 44 90 1156 72 37 740 23 3401 3891 840
internal_value=0 -8.46947 -1516.83 -676.165 -9191.11 -12607.2 19369.7 44478.5 67156.7 378.305 -5374.18 -10814.1 1848.62 -2502.94 -18473.7 -6983.44 -15614.4 5454.21 14734.9 63596 117698 7663.64 -8606.41 34165.9 41627.7 47144.3 -33933.1 4439.97 -1130.98 -4283.92
internal_weight=0 4.01371e+06 32822 32026 3529 3152 377 213 173 28497 5801 3603 22696 8471 2817 2069 1678 5654 2895 366 249 2529 1567 962 867 830 95 14225 7292 2759
internal_count=4318164 4013707 32822 32026 3529 3152 377 213 173 28497 5801 3603 22696 8471 2817 2069 1678 5654 2895 366 249 2529 1567 962 867 830 95 14225 7292 2759
is_linear=0
shrinkage=0.1


Tree=3811
num_leaves=31
num_cat=0
split_feature=0 0 5 4 3 5 1 1 3 1 5 4 5 3 1 5 3 1 1 0 3 5 5 4 5 3 3 3 5 1
split_gain=3.98678e+11 7.64101e+12 2.04707e+13 1.86062e+13 2.13613e+13 1.83121e+13 1.69096e+13 5.0023e+13 5.57524e+13 4.20111e+13 3.92424e+13 3.21763e+13 1.88026e+13 1.77864e+13 1.6357e+13 5.75158e+13 1.871e+13 5.29146e+13 1.71542e+13 1.36325e+14 4.69323e+13 2.68958e+13 2.34437e+13 3.42775e+13 2.52759e+13 2.15607e+13 1.97098e+13 1.58671e+13 1.54172e+13 1.49013e+13
threshold=56.635684300000008 56.338501050000012 161.85000000000002 2.5000000000000004 5.5000000000000009 142.05000000000004 37.533784800000006 37.503486000000002 15.500000000000002 37.098288800000006 69.015000000000015 2.5000000000000004 35.505000000000003 17.500000000000004 43.048525950000005 84.030000000000015 3.5000000000000004 37.559851850000008 44.005491150000005 56.367862600000002 5.5000000000000009 78.710000000000022 78.010000000000005 2.5000000000000004 101.05000000000001 3.5000000000000004 9.5000000000000018 16.500000000000004 116.06000000000002 30.578016350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 8 9 10 29 -12 -8 28 15 16 17 -14 22 20 25 -22 -16 24 -24 -20 -21 -17 -9 -3
right_child=-2 2 3 4 -6 -7 12 13 -10 -11 11 -13 14 -15 18 27 -18 -19 19 26 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.8816912809385309 57.149115854117568 -4415.2226723400727 -6455.6007308467742 170172.66793945315 25768.050446428573 -44537.765812340564 2170.0509181354269 21138.076298934699 147830.12163085939 -23179.62680259037 -101908.50514267744 -8960.2522702660899 60468.292926330563 -53064.365412454041 -247.75370668478141 -36873.629974292286 -7572.8273056158014 -6526.3945735386442 -8359.6935381259154 -81.552429063478471 -66066.255679366848 -166850.0992483428 42928.934876478044 9831.6620310910494 161027.53484700521 -39402.760229401392 -8850.7051931768638 -89842.806061710726 -67216.284746093748 16176.218222347039
leaf_weight=3318930 951662 547 31 20 21 98 9145 1575 24 868 59 101 160 34 7899 251 4554 448 342 15347 134 33 74 983 24 647 3077 73 20 983
leaf_count=3318930 951662 547 31 20 21 98 9145 1575 24 868 59 101 160 34 7899 251 4554 448 342 15347 134 33 74 983 24 647 3077 73 20 983
internal_value=0 -16.1552 -1274.53 52006.4 96209.3 -1355.29 -1266.01 4782.82 -3874.32 -5297.66 3886.69 -43234.9 -1855.76 18504.6 -2937.12 -7938.27 -5373.02 11103.8 -1976.46 -3636.2 -36947.7 -85981.6 1642.42 15454.1 71851 -28667.9 -1546.09 -48808 20030.2 8814.44
internal_weight=0 3.3665e+06 47572 72 41 47500 47402 4211 2582 2558 1690 160 43191 1629 34046 5486 5162 608 28560 19580 1156 167 8980 1081 98 989 18424 324 1595 1530
internal_count=4318164 3366502 47572 72 41 47500 47402 4211 2582 2558 1690 160 43191 1629 34046 5486 5162 608 28560 19580 1156 167 8980 1081 98 989 18424 324 1595 1530
is_linear=0
shrinkage=0.1


Tree=3812
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 3 0 1 1 1 1 1 0 1 1 3 2 1 0 3 3 0 0 1 0 3 1 2 3 3
split_gain=3.86095e+11 4.79075e+12 1.40786e+13 2.78122e+13 2.31908e+13 1.9931e+13 1.27588e+13 2.5958e+13 2.60907e+13 3.87722e+13 2.55984e+13 2.22187e+13 2.35032e+13 3.4902e+13 3.61701e+13 7.21118e+13 3.13255e+13 2.73293e+13 2.18963e+13 2.70724e+13 3.34301e+13 1.40324e+13 4.17861e+13 5.12113e+13 2.31354e+13 1.4568e+13 1.34743e+13 1.36952e+13 1.27753e+13 1.86679e+13
threshold=62.385000000000012 62.995000000000012 51.717367500000009 51.83362145000001 39.016372550000007 16.500000000000004 59.950068600000009 30.332994000000003 30.102666750000001 30.207352000000004 30.323743050000001 37.642309100000013 55.601678500000013 37.559851850000008 37.582182450000005 10.500000000000002 15.500000000000002 37.542000650000013 55.68356880000001 13.500000000000002 18.500000000000004 55.795550600000006 55.826364100000013 37.436176200000013 55.777112100000004 21.500000000000004 37.559851850000008 9.5000000000000018 12.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 11 8 -8 -10 -11 12 26 17 -15 -16 18 21 -17 -20 -21 24 23 -23 28 -26 -5 -28 29 -14
right_child=1 -3 3 6 -6 -7 7 -9 9 10 -12 -13 13 14 15 16 -18 -19 19 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-17.421068314491777 -5293.3248539890392 25.92551606855973 31522.028756975447 3594.8129170114735 15721.670713098762 -51739.720397418481 -64874.482714843754 -2286.2190298281216 161091.80169836956 17719.238144744126 86717.350704520097 2775.7558052959503 25859.828620016167 -129154.67405849361 115631.89403076173 10938.629508023649 6393.167066169508 88762.704570312504 -29499.457444324711 -183470.77191840278 -69450.641766493063 -3031.0018628669509 -5960.9242047574626 184626.1837139423 -119460.0447482639 -29497.092708333334 12621.183138992537 83482.1984420113 -3298.5219607506269 -67792.208182373055
leaf_weight=3223874 780 1078400 35 557 1607 161 28 608 23 367 63 8859 29 39 32 37 99 30 87 36 90 33 1675 26 36 36 67 46 324 80
leaf_count=3223874 780 1078400 35 557 1607 161 28 608 23 367 63 8859 29 39 32 37 99 30 87 36 90 33 1675 26 36 36 67 46 324 80
internal_value=0 51.324 1775.03 523.537 8854.6 -36871.6 1074.33 11446.1 28804.1 34594.4 27828.3 149.892 -6775.54 -10951 -37431.2 -28042.2 -41215.8 -6049.37 -60068.9 -72403.6 -102028 -7319.75 -3047.46 79665.4 -21989.3 -74478.6 9982.26 41467.3 -13261.3 -42875.6
internal_weight=0 1.09429e+06 15890 13503 2387 196 13307 1089 481 453 430 12218 3359 2689 420 381 349 2269 250 213 126 2239 1734 59 505 72 670 113 433 109
internal_count=4318164 1094290 15890 13503 2387 196 13307 1089 481 453 430 12218 3359 2689 420 381 349 2269 250 213 126 2239 1734 59 505 72 670 113 433 109
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=31
num_cat=0
split_feature=1 0 0 0 5 1 0 0 0 5 5 5 1 3 3 3 5 1 3 5 0 2 5 0 0 0 1 1 3 3
split_gain=3.80922e+11 1.23304e+13 1.5195e+13 1.36713e+13 1.00614e+13 9.54769e+12 1.96497e+13 1.23083e+13 2.7758e+13 1.28167e+13 8.33865e+12 8.3123e+12 7.76498e+12 2.53291e+13 9.4285e+12 1.63224e+13 2.44451e+13 2.03372e+13 2.04607e+13 1.60068e+13 8.70461e+12 7.86508e+12 7.49166e+12 8.23242e+12 7.46635e+12 3.99044e+13 7.43801e+12 7.25854e+12 2.45328e+13 9.7144e+12
threshold=92.815157350000007 56.009576300000013 52.719210700000012 56.093493200000005 42.205000000000005 104.38035940000002 53.973051950000006 53.37994195000001 55.601678500000013 74.610000000000014 52.405000000000008 68.52500000000002 93.043229050000022 8.5000000000000018 5.5000000000000009 9.5000000000000018 137.05000000000004 92.928903050000017 15.500000000000002 55.405000000000008 56.054485600000007 1.5000000000000002 31.415000000000003 53.145783300000012 56.054485600000007 56.028355650000009 103.85249100000001 92.928903050000017 6.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 26 4 -3 6 11 9 -9 22 -6 -4 14 -14 -12 16 27 -17 20 -20 -19 -15 -7 -24 25 -21 -2 28 -16 -29
right_child=1 3 5 -5 10 7 -8 8 -10 -11 12 -13 13 21 15 17 -18 18 19 24 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-4.8921326877862166 5449.7833789058514 153.38288229573504 -20229.189746262356 -145.2747487492459 9049.9108920242015 67952.340147181923 -2901.9695842665265 -36514.954330398788 25540.292340244392 98808.136480978268 -5398.0395279915101 -66734.175617732559 5719.180963173153 -121736.51859375002 100804.94550597249 1002.6367801454188 90261.783117378058 -9930.3171685984435 -15449.941366252493 30677.693535786293 15299.356713643499 -44932.782812500001 3796.1419763997396 69300.619051846603 24028.990918181662 139732.58598845112 -13.25701913773382 -42471.739871002908 14328.334008566879 6891.777198135962
leaf_weight=4204104 2630 6573 362 23799 3593 28 18639 134 156 23 992 43 159 20 34 6624 41 213 47 124 382 40 150 22 86 46 47576 43 934 547
leaf_count=4204104 2630 6573 362 23799 3593 28 18639 134 156 23 992 43 159 20 34 6624 41 213 47 124 382 40 150 22 86 46 47576 43 934 547
internal_value=0 180.318 -648.188 1485.13 3378.09 -3012.82 -3375.46 10449.5 -3133.51 28113.4 4900.24 -25166.8 3457.17 -15172.1 3860.59 4867.56 14042.7 2917.14 17039.3 38191.7 6267.56 -70534 19983.5 12174.6 48039.9 60186.7 272.92 12036.9 17365.7 3294.1
internal_weight=0 114060 69763 44297 20498 19557 19044 513 290 223 13925 405 10332 219 10113 9121 1599 7522 898 303 595 60 200 172 256 170 50206 1558 968 590
internal_count=4318164 114060 69763 44297 20498 19557 19044 513 290 223 13925 405 10332 219 10113 9121 1599 7522 898 303 595 60 200 172 256 170 50206 1558 968 590
is_linear=0
shrinkage=0.1


Tree=3814
num_leaves=31
num_cat=0
split_feature=3 2 5 3 3 5 0 3 3 0 1 5 5 2 0 0 1 5 5 6 0 5 0 0 0 3 0 5 0 2
split_gain=3.67469e+11 2.38919e+12 4.23244e+12 1.40703e+13 5.60739e+12 3.7739e+12 1.60087e+13 1.43007e+13 1.11794e+13 1.40666e+13 2.196e+13 8.64487e+12 8.30553e+12 1.60838e+13 1.19336e+13 1.0768e+13 9.86579e+12 9.56324e+12 8.86035e+12 7.35256e+12 6.8547e+12 6.58546e+12 7.77059e+12 1.28381e+13 2.09665e+13 3.04405e+13 1.15243e+13 1.50226e+13 9.26912e+12 9.21481e+12
threshold=27.500000000000004 22.500000000000004 142.05000000000004 30.500000000000004 33.500000000000007 110.05000000000001 56.819808050000006 29.500000000000004 35.500000000000007 55.745923000000012 60.601268000000012 95.020000000000024 98.020000000000024 8.5000000000000018 56.895161300000005 55.87722990000001 37.777459000000007 101.05000000000001 97.050000000000011 1.5000000000000002 56.831297550000009 88.015000000000015 55.551692500000009 55.74310830000001 55.806974650000008 28.500000000000004 55.87722990000001 90.015000000000015 55.674875350000008 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 11 8 -8 9 -7 -11 21 13 15 17 -13 18 -14 -15 -10 -9 -2 29 28 25 -25 27 -26 -24 -23
right_child=1 -3 3 4 -6 6 7 20 19 10 -12 12 14 16 -16 -17 -18 -19 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=2.759269189167616 -950.51332861791025 876.73302241995975 -89995.777955163052 39313.571695963547 -19886.264396158855 1063.748562683515 8875.8204467773448 40973.248876953126 42.073842641469597 -125559.85120192308 -4232.1423716517857 28705.548928070071 24367.324263139206 -44544.176302083331 -72416.874048913058 -38497.070372892682 -16518.350168829449 -11182.336243763537 -110314.69573863636 64966.856605113637 114423.27699652778 838.88352245494627 19863.170847792855 28611.79737215909 14414.087038070438 -97835.694652777791 3783.7038324249838 98551.537304687503 65651.672747395831 -51690.43247767858
leaf_weight=4279873 24446 11778 23 24 48 149 64 24 37 26 35 64 121 54 23 38 59 202 33 33 27 163 168 33 63 45 377 32 60 42
leaf_count=4279873 24446 11778 23 24 48 149 64 24 37 26 35 64 121 54 23 38 59 202 33 33 27 163 168 33 63 45 377 32 60 42
internal_value=0 -308.41 -834.892 -21904.4 -152.986 -759.125 8942.07 40355.1 -3959.71 -15496.1 -55945.6 -906.378 -12831.8 -26798.7 -2820.73 3669.28 -48084.6 2135.03 -69491.6 30649.5 79858.6 -627.812 7397.38 11961.3 3690.5 -44338.7 11627.5 42755.1 31912.8 -9923.22
internal_weight=0 38291 26513 95 72 26418 395 115 280 210 61 26023 594 248 346 102 146 323 87 70 51 25429 983 778 550 78 472 95 228 205
internal_count=4318164 38291 26513 95 72 26418 395 115 280 210 61 26023 594 248 346 102 146 323 87 70 51 25429 983 778 550 78 472 95 228 205
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=31
num_cat=0
split_feature=5 4 3 3 2 2 1 3 0 0 3 0 6 1 1 0 3 1 3 0 0 1 1 3 2 1 1 4 1 1
split_gain=3.6891e+11 1.51185e+12 4.23115e+12 3.95104e+12 7.16435e+12 1.882e+13 2.85474e+13 1.41659e+13 1.38262e+13 9.51087e+12 2.70091e+13 9.64171e+12 1.50081e+13 1.09297e+13 3.00741e+13 9.2802e+12 1.09008e+13 9.27185e+12 1.00253e+13 6.99493e+12 1.11824e+13 6.70276e+12 7.79822e+12 6.61369e+12 1.0801e+13 1.33095e+13 7.97326e+12 7.89836e+12 6.5012e+12 6.46341e+12
threshold=225.45000000000002 3.5000000000000004 27.500000000000004 9.5000000000000018 4.5000000000000009 3.5000000000000004 60.58031445000001 5.5000000000000009 54.708501450000007 43.514103700000014 3.5000000000000004 59.863160500000006 1.5000000000000002 37.503486000000002 38.058342000000003 55.946414150000003 8.5000000000000018 59.76223980000001 7.5000000000000009 43.514103700000014 53.145783300000012 37.362912300000012 38.950530550000003 14.500000000000002 9.5000000000000018 46.037218400000008 49.236330900000006 5.5000000000000009 86.067573200000012 82.871296800000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 8 -6 -7 10 -3 12 -11 -14 -15 16 19 -17 -19 -9 -21 -5 -23 24 26 -26 -24 -25 -16 -22
right_child=1 2 -4 21 7 6 -8 15 -10 11 -12 -13 13 14 28 17 -18 18 -20 20 29 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=-0.91871855249187506 2899.2505402420738 20987.770281250003 -45545.982626488098 -36333.494993832239 -68223.905222486414 53986.582604980475 117840.59464111329 70726.217261904763 -22708.92146381579 83347.409821428577 -132846.83623511906 -49796.2772520484 56817.617395833338 -117305.9746603261 740.80232664233586 -68420.918752381855 -54164.837687499996 -64773.691539417618 16484.83086734694 -41400.009659090916 1233.700492527174 37378.132651041669 86197.77392578125 -2919.8013419703439 45266.157500000001 -52114.480712890625 21198.063060461958 55568.566992187501 -50203.957421875006 55837.088881478659
leaf_weight=4313902 2036 25 21 38 46 40 32 21 57 21 21 41 30 23 685 41 25 22 49 33 46 75 32 608 25 32 46 24 26 41
leaf_count=4313902 2036 25 21 38 46 40 32 21 57 21 21 41 30 23 685 41 25 22 49 33 46 75 32 608 25 32 46 24 26 41
internal_value=0 929.906 -871.345 -445.872 -3895.6 287.863 35937.6 -16820.4 8918.09 -4986.01 -49241.1 -2521.45 -52.3141 -2344.71 -4762.79 -8314.83 6692.77 -30558.2 -8693.87 17483.1 8165.59 4748.32 6602.37 3593.01 23684.7 -9403.67 47864.6 -698.724 -1122.16 26966.3
internal_weight=0 4262 2226 2205 1325 1001 129 324 97 872 46 826 785 764 734 278 166 112 71 141 120 880 842 767 135 57 78 632 711 87
internal_count=4318164 4262 2226 2205 1325 1001 129 324 97 872 46 826 785 764 734 278 166 112 71 141 120 880 842 767 135 57 78 632 711 87
is_linear=0
shrinkage=0.1


Tree=3816
num_leaves=31
num_cat=0
split_feature=5 4 2 1 3 5 1 5 0 1 5 1 0 3 3 0 1 5 3 1 0 3 1 0 0 0 5 1 5 1
split_gain=3.84314e+11 6.97956e+12 9.93453e+12 1.83655e+13 2.34472e+13 4.24432e+13 2.5502e+13 4.94061e+13 4.91243e+13 4.04777e+13 3.91551e+13 3.85447e+13 3.25573e+13 2.45056e+13 2.27396e+13 2.83116e+13 2.58087e+13 1.8745e+13 1.79344e+13 1.77249e+13 1.53249e+13 1.22794e+13 1.21926e+13 5.27128e+13 1.25187e+13 1.51532e+13 1.67775e+13 6.6279e+13 4.46727e+13 1.20449e+13
threshold=110.05000000000001 3.5000000000000004 2.5000000000000004 39.041623000000008 16.500000000000004 116.06000000000002 38.92948375000001 116.06000000000002 45.070824200000011 38.975980350000007 161.85000000000002 38.975980350000007 45.040161900000008 14.500000000000002 4.5000000000000009 57.265292900000006 39.614024000000008 114.05000000000001 17.500000000000004 38.959914000000005 42.966471700000007 9.5000000000000018 39.714575750000009 45.254062050000009 55.74310830000001 55.812836050000008 137.05000000000004 44.005491150000005 150.04500000000004 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 13 9 10 -8 11 12 -9 -2 15 16 -5 -15 29 -20 -16 -13 23 -18 -24 -26 27 -27 -28 -7
right_child=1 -3 -4 14 5 18 7 8 -10 -11 -12 21 -14 17 20 -17 22 -19 19 -21 -22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=3.9506359190544091 -2979.5495996645814 813.02903017320955 -333.89902047235472 -56537.524969075515 -30992.063859953705 160613.13970788044 -86545.03112694525 185438.10465686276 -29730.670245361329 34385.526734375002 -12623.999216530541 73597.708899456527 75906.806840146819 13957.017764945653 26146.329137116962 -32784.230032241285 148243.10094793912 -94462.54665480394 56010.204588188557 -27901.278710937502 -12965.628804123526 -26710.384780649038 2825.9813352550455 -52107.747786458334 81096.65301598837 190069.47040625001 -64872.529526654413 5326.7898538523714 43589.501057185684 59343.148958333339
leaf_weight=4243743 1979 34622 31764 60 81 23 62 51 64 50 44 23 58 23 103 199 29 52 118 32 3658 26 943 24 43 25 68 87 86 24
leaf_count=4243743 1979 34622 31764 60 81 23 62 51 64 50 44 23 58 23 103 199 29 52 118 32 3658 26 943 24 43 25 68 87 86 24
internal_value=0 -225.279 -1128.53 -4269.84 2431.83 29943.7 -713.03 23157.4 46616.5 -32558.2 70805.7 94039.3 127155 -5105.92 -7680.46 2453.16 7590.33 -61213.9 54998.5 38109.1 -11894.5 20373 10538.7 57518.2 8549.99 26018.4 17114.8 46564 -4302.82 108901
internal_weight=0 74421 39799 8035 2710 278 2432 378 266 112 202 158 109 2054 5325 1564 1365 75 197 150 3761 49 1305 53 1252 309 266 112 154 47
internal_count=4318164 74421 39799 8035 2710 278 2432 378 266 112 202 158 109 2054 5325 1564 1365 75 197 150 3761 49 1305 53 1252 309 266 112 154 47
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=31
num_cat=0
split_feature=5 0 4 3 4 3 0 2 4 4 1 4 3 2 3 1 5 1 5 0 1 0 1 0 1 0 2 1 1 0
split_gain=4.11214e+11 5.2527e+12 1.01878e+13 1.07654e+13 9.41247e+12 8.96445e+12 1.1734e+13 1.96654e+13 1.46671e+13 1.64915e+13 1.39783e+13 1.25085e+13 2.25158e+13 3.39092e+13 3.22449e+13 2.69377e+13 5.92377e+13 2.10331e+13 2.63167e+13 1.96694e+13 1.69389e+13 1.74301e+13 1.80487e+13 1.58178e+13 2.36997e+13 1.82394e+13 1.5023e+13 2.03637e+13 1.33755e+13 1.60084e+13
threshold=150.04500000000004 56.301440000000007 7.5000000000000009 5.5000000000000009 2.5000000000000004 21.500000000000004 56.635684300000008 3.5000000000000004 4.5000000000000009 2.5000000000000004 44.005491150000005 4.5000000000000009 13.500000000000002 5.5000000000000009 6.5000000000000009 60.528664650000003 225.45000000000002 61.880021000000006 225.45000000000002 57.117834900000013 44.660994650000006 57.692655200000004 30.346469350000003 59.950068600000009 53.140944450000006 56.838612000000005 2.5000000000000004 39.925119750000007 53.664171200000006 57.178027650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 6 7 8 9 -3 -11 -8 14 -14 15 20 19 26 -19 -17 21 -13 -23 24 -15 -26 27 -16 -28 -30
right_child=1 2 3 -5 -6 -7 11 -9 -10 10 -12 12 13 23 17 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=1.8586987714539565 5828.557366207996 -55402.613957331727 2444.038715277778 -88623.673390625001 -2672.7609689806268 -14759.824618235703 -2001.070181509388 42465.31570507813 -54685.371643350285 8423.0591763200428 96663.072738882212 57800.66229240867 160898.22601902173 138470.15163690477 15553.130208333336 65344.960880796367 -43253.506640625004 -75814.146761235505 27567.693323863637 175481.73412224266 -46350.173055186169 24474.067036188299 -16465.124420683263 -46552.05176630435 -49491.514218750002 66161.294010416663 -14401.351849365235 -113405.52208593751 17489.637371271307 116602.2603125
leaf_weight=4302555 1494 26 27 25 10153 259 2104 200 43 58 26 85 23 21 24 31 32 97 33 34 47 275 177 23 25 30 104 25 88 20
leaf_count=4302555 1494 26 27 25 10153 259 2104 200 43 58 26 85 23 21 24 31 32 97 33 34 47 275 177 23 25 30 104 25 88 20
internal_value=0 -512.342 2632.9 -41338.5 -1582.27 3217.68 4493 21821.3 -5164.46 14193.7 35735.4 2638.27 10813.5 51519.6 6180.87 19322.5 68123.3 -16707.7 -49571.1 122955 11216.8 16255.3 8442.57 26108.4 48097.7 13591.8 -338.966 -50242.1 11195.2 35843.8
internal_weight=0 15609 3962 52 11647 3910 3651 353 153 110 84 3298 1194 122 1072 681 97 391 130 65 584 537 452 99 76 55 261 49 212 108
internal_count=4318164 15609 3962 52 11647 3910 3651 353 153 110 84 3298 1194 122 1072 681 97 391 130 65 584 537 452 99 76 55 261 49 212 108
is_linear=0
shrinkage=0.1


Tree=3818
num_leaves=31
num_cat=0
split_feature=2 3 1 1 4 5 1 5 1 1 5 0 0 1 1 1 0 0 0 1 5 4 0 0 0 4 0 1 0 5
split_gain=3.72644e+11 6.17438e+12 1.62088e+13 2.93603e+13 2.39759e+13 2.67405e+13 3.41088e+13 2.28591e+13 2.38266e+13 3.71859e+13 2.8734e+13 4.54148e+13 3.10848e+13 3.25899e+13 3.089e+13 9.8572e+13 3.65365e+13 2.77636e+13 6.65184e+13 3.76169e+13 5.47973e+13 5.27468e+13 3.36629e+13 3.28057e+13 2.8719e+13 4.20674e+13 4.58768e+13 2.65372e+13 2.25772e+13 2.17532e+13
threshold=4.5000000000000009 5.5000000000000009 37.767735350000002 37.342273500000012 4.5000000000000009 137.05000000000004 30.346469350000003 48.510000000000012 37.436176200000013 37.597123000000003 66.50500000000001 55.645049100000001 55.701368300000006 37.712318250000003 37.620907050000007 37.642309100000013 55.860536450000005 55.801980100000009 55.628356700000005 37.487839250000007 73.995000000000019 2.5000000000000004 55.812836050000008 55.455204450000004 55.762622900000004 2.5000000000000004 55.727011600000004 37.615058950000012 55.769960200000007 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -5 -9 17 11 -11 -12 -14 27 28 -17 18 23 21 24 -20 -19 -10 25 26 -21 -13 -16 -24
right_child=1 -3 -4 7 5 6 -8 8 9 10 12 14 13 -15 15 16 -18 22 19 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=31.212526197466406 -1122.6359941305361 20.921759485013826 -191.88345969544903 -3960.794832572371 68794.268101486654 44494.041254340278 -94579.261538591061 -38190.103101177607 -4429.6464010751006 -9191.502420862711 -42951.509616900803 -72365.125172456785 56116.236437581378 -27573.458465254938 153645.74312500001 -85264.240026695552 10690.12109375 -109069.38421474361 221159.88320312501 -133066.76484375002 86014.984189168696 40732.881902934234 3027.730706583659 -83807.31783964514 -52169.560282175167 72627.654463541679 66757.78078125001 -196762.80596064817 12997.649116443454 -44827.074593479512
leaf_weight=2028337 19464 2105613 156953 4848 103 45 29 392 443 328 109 47 120 76 25 229 48 39 26 27 103 43 300 59 76 75 20 27 21 139
leaf_count=2028337 19464 2105613 156953 4848 103 45 29 392 443 328 109 47 120 76 25 229 48 39 26 27 103 43 300 59 76 75 20 27 21 139
internal_value=0 -27.6482 -582.815 -2833.57 -789.458 35848.8 -10007.7 -8102.39 -15345.7 -11583.1 -25893.4 -36726.7 -142.128 23665.1 -59476.2 -46124.7 -68636.8 -664.86 9952.74 42123.7 26857.4 108720 -20034.2 -13758.9 -3916.46 26142.8 -48035 -117753 89436.8 -12124.5
internal_weight=0 2.28983e+06 184214 27261 19641 177 74 7620 2772 2380 1030 725 305 196 397 323 277 1350 872 370 301 69 478 502 198 122 47 74 46 439
internal_count=4318164 2289827 184214 27261 19641 177 74 7620 2772 2380 1030 725 305 196 397 323 277 1350 872 370 301 69 478 502 198 122 47 74 46 439
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 6 3 3 6 3 5 3 5 2 0 3 0 6 5 5 3 3 5 5 0 3 2 2 3
split_gain=4.06441e+11 5.01604e+12 2.04137e+13 2.02274e+13 2.03783e+13 2.00504e+13 2.14344e+13 2.96164e+13 1.95616e+13 1.78083e+13 1.89305e+13 3.56463e+13 2.74737e+13 8.97205e+13 2.59503e+13 1.72845e+13 1.71765e+13 2.79005e+13 2.51265e+13 2.44444e+13 2.1856e+13 1.68881e+13 3.86282e+13 1.99417e+13 4.51391e+13 3.53597e+13 3.871e+13 3.11915e+13 2.91066e+13 3.79887e+13
threshold=38.92948375000001 38.959914000000005 45.073740550000004 45.055827000000008 55.990000000000002 45.040161900000008 1.5000000000000002 20.500000000000004 16.500000000000004 1.5000000000000002 9.5000000000000018 36.005000000000003 13.500000000000002 116.06000000000002 7.5000000000000009 45.029420750000007 6.5000000000000009 55.784980300000008 1.5000000000000002 89.00500000000001 44.905000000000008 14.500000000000002 13.500000000000002 96.015000000000015 89.00500000000001 45.063245200000004 11.500000000000002 1.5000000000000002 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 9 7 -7 -5 -2 15 14 13 -13 -12 -11 -4 18 19 -18 -20 22 23 24 -6 27 28 -25 -27 -30
right_child=1 -3 16 4 21 6 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=45.32639418818713 9311.9172109764677 -6.7554083129148514 -1442.2489781670042 2111.1161385363316 5992.1518375713977 -59620.713850610053 -7581.0094668559414 41819.010758928576 -9163.0850931949535 -14323.236091341609 17163.293219259514 11726.02570529514 -1775.8783568830409 212772.17562500003 170916.2765997024 14372.742112470172 1615.5657270691845 26281.402865932643 -9263.9894382855673 -91374.612877155188 -28797.858033551529 11129.793020171668 -27509.040716090123 -149503.48912037036 65762.828957615609 62520.104996366281 66023.649990354941 -31385.935955528847 -7586.9696635928967 -113042.25200892857
leaf_weight=1356740 1542 2927498 4431 5853 1972 162 3100 35 2088 1724 23 198 4105 25 21 239 1121 193 1168 29 1124 3723 409 27 135 43 81 130 183 42
leaf_count=1356740 1542 2927498 4431 5853 1972 162 3100 35 2088 1724 23 198 4105 25 21 239 1121 193 1168 29 1124 3723 409 27 135 43 81 130 183 42
internal_value=0 -20.7657 -1229.73 140.238 2579.78 -3066.06 -9613.59 -41598.4 -853.313 -325.52 -2671.37 991.554 81.1176 34264.8 90545.4 -10829.4 -5621.9 -10716.8 -12791.4 -729.404 -18843.4 6621.62 1067.71 5540.69 9821.79 -12285.9 5444.38 -51699.1 -12865 -27272
internal_weight=0 2.96142e+06 33926 25860 14686 11174 3297 197 7941 7877 6335 4372 4328 223 44 1963 8066 3635 3442 1150 2292 6745 3022 2613 2107 506 349 157 268 225
internal_count=4318164 2961424 33926 25860 14686 11174 3297 197 7941 7877 6335 4372 4328 223 44 1963 8066 3635 3442 1150 2292 6745 3022 2613 2107 506 349 157 268 225
is_linear=0
shrinkage=0.1


Tree=3820
num_leaves=31
num_cat=0
split_feature=1 5 5 0 4 3 1 1 0 1 0 1 3 0 0 1 3 4 0 0 6 3 1 1 3 6 0 2 1 1
split_gain=3.80845e+11 3.8926e+12 1.62004e+13 1.56734e+13 1.3529e+13 3.05972e+13 4.43458e+13 6.76033e+13 3.06165e+13 6.36459e+13 5.27455e+13 4.66204e+13 4.4086e+13 4.29018e+13 4.05539e+13 3.34225e+13 3.9937e+13 3.01439e+13 3.47467e+13 5.30825e+13 3.82041e+13 2.88542e+13 6.1522e+13 5.08542e+13 4.96504e+13 4.77729e+13 3.48074e+13 3.18697e+13 2.87472e+13 2.7936e+13
threshold=38.996948700000011 92.035000000000011 90.015000000000015 44.732363600000006 3.5000000000000004 6.5000000000000009 37.098288800000006 37.362912300000012 55.695992150000002 37.792847950000002 55.751981950000008 37.726745000000001 7.5000000000000009 55.68356880000001 59.916647550000008 37.328003200000005 24.500000000000004 2.5000000000000004 55.751981950000008 55.769960200000007 1.5000000000000002 12.500000000000002 37.615058950000012 37.342273500000012 16.500000000000004 1.5000000000000002 56.338501050000012 10.500000000000002 30.468306550000005 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -4 -8 13 11 -11 12 14 -7 -10 -15 -17 -14 20 -20 -19 22 23 27 25 -23 -27 -21 -28 -26
right_child=-2 3 4 -5 -6 8 7 -9 9 10 -12 -13 17 15 -16 16 -18 18 19 21 -22 24 -24 -25 29 26 28 -29 -30 -31
leaf_value=50.659568337874646 -21.246467673203632 7450.0114971037183 5006.8953675557423 -980.12799477040198 -7402.5299478327697 -2093.0528477815128 163549.0871603261 33690.933198116989 -125021.81379654257 134576.36816086067 32181.926136827638 -45475.945101006087 -15338.420536450953 4545.7741462476324 20928.723388671875 -234974.809140625 -54839.165673828131 18488.863392857143 -61719.419065583883 4339.5133067403212 176808.49693287036 18435.614797425882 -88189.016516426287 123597.69484375001 7002.3995742984698 190172.05662615743 82464.200508852373 -121817.13681175595 -44611.001098632812 46407.664680830792
leaf_weight=1385284 2856253 2282 541 65724 873 2906 46 312 47 61 287 172 419 33 32 20 32 35 95 431 27 234 78 35 1470 27 162 21 20 205
leaf_count=1385284 2856253 2282 541 65724 873 2906 46 312 47 61 287 172 419 33 32 20 32 35 95 431 27 234 78 35 1470 27 162 21 20 205
internal_value=0 41.5109 77.5536 -697.247 4399.07 5728.81 23074 50376.6 3452.07 9339.04 50130.4 5294.77 7910.87 -4141.34 -65902.6 -74168.7 -124122 9700.15 13394.2 11741.8 87434.5 14342.9 -5735.67 7470.41 19699.1 49470.8 84218.3 -1521.75 68499.9 11825.1
internal_weight=0 1.46191e+06 1.3939e+06 68006 8621 7748 899 358 6849 3858 348 3510 3338 2991 79 85 52 3259 2840 2778 62 2683 565 487 2118 443 209 452 182 1675
internal_count=4318164 1461911 1393905 68006 8621 7748 899 358 6849 3858 348 3510 3338 2991 79 85 52 3259 2840 2778 62 2683 565 487 2118 443 209 452 182 1675
is_linear=0
shrinkage=0.1


Tree=3821
num_leaves=31
num_cat=0
split_feature=1 0 5 2 3 1 3 3 5 5 5 4 5 3 0 3 1 0 5 5 2 1 5 2 1 2 0 5 2 3
split_gain=3.8551e+11 2.11205e+13 2.82106e+13 1.8781e+13 1.89216e+13 1.385e+13 1.83101e+13 4.23006e+13 4.72617e+13 7.19431e+13 5.06821e+13 4.83307e+13 4.13851e+13 3.99412e+13 3.73744e+13 3.3051e+13 3.88177e+13 4.26366e+13 3.30173e+13 6.56997e+13 3.7506e+13 2.94979e+13 2.9134e+13 2.81602e+13 4.59192e+13 2.75433e+13 4.8156e+13 5.01746e+13 2.92522e+13 5.56545e+13
threshold=39.718803500000007 43.592450450000008 77.715000000000018 6.5000000000000009 9.5000000000000018 39.739656000000004 16.500000000000004 10.500000000000002 98.020000000000024 123.15000000000002 95.020000000000024 3.5000000000000004 92.035000000000011 8.5000000000000018 47.228519500000004 18.500000000000004 39.726951800000002 47.236539400000005 110.05000000000001 104.75000000000001 1.5000000000000002 39.726951800000002 99.555000000000021 3.5000000000000004 39.726951800000002 1.5000000000000002 47.208883950000008 177.02500000000003 4.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 18 12 13 -2 -12 23 -8 -17 -18 19 20 -10 25 -19 -14 -25 -11 27 28 29 -27
right_child=5 -3 -4 -5 -6 -7 15 -9 9 21 11 -13 14 -15 -16 16 17 22 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=56263.636781850226 1853.5621062720438 -37.117622156054786 -68269.190625000003 -21229.364417613637 167492.35941406252 -2.064258254035535 16750.225388251722 -7459.022038686142 181630.95859375002 67845.934374999997 -232172.54908854165 39678.988662574411 11578.732201086958 -43329.255626860126 -15025.223942454268 -10558.936526824162 16200.293032206071 -6315.6892097744458 97836.354273223886 -23546.418880504265 54694.579134114589 31335.751812900646 -85317.095312500009 46807.991249999999 234889.89959490742 -85208.350694444453 15142.944791666667 47883.481289062503 -51150.248504849144 -305299.28187500004
leaf_weight=65 21341 1860787 20 22 20 2423382 2204 4968 28 24 24 21 23 21 41 1622 2085 703 128 110 138 117 50 25 27 27 72 20 29 20
leaf_count=65 21341 1860787 20 22 20 2423382 2204 4968 28 24 24 21 23 21 41 1622 2085 703 128 110 138 117 50 25 27 27 72 20 29 20
internal_value=0 -34.3344 40744.5 61120.9 82435.1 26.002 2034.25 883.444 2747.33 28077.2 1908.22 -85587.8 2177.35 -144046 61745.7 6732.1 1781.44 8834.33 55857.6 36389.2 76105.5 -8244.08 -11561.5 103714 144466 -32363 -46678.6 -93044.8 -130131 -178864
internal_weight=0 1.86091e+06 127 107 85 2.45725e+06 33868 27204 22236 713 21523 66 21457 45 116 6664 4460 2838 404 276 166 309 753 75 52 192 168 96 76 47
internal_count=4318164 1860914 127 107 85 2457250 33868 27204 22236 713 21523 66 21457 45 116 6664 4460 2838 404 276 166 309 753 75 52 192 168 96 76 47
is_linear=0
shrinkage=0.1


Tree=3822
num_leaves=31
num_cat=0
split_feature=0 5 0 3 5 2 6 0 2 0 5 1 3 0 2 0 4 0 5 3 3 5 0 5 3 5 5 4 3 3
split_gain=3.9578e+11 5.95616e+12 1.9282e+13 2.38702e+13 2.07337e+13 1.43622e+13 2.41897e+13 2.40045e+13 2.30219e+13 2.75873e+13 3.86602e+13 2.67708e+13 3.41427e+13 2.52906e+13 2.97483e+13 2.93601e+13 3.17213e+13 7.95778e+13 6.44347e+13 2.46399e+13 2.30035e+13 4.25912e+13 2.34948e+13 3.3817e+13 2.71149e+13 2.44423e+13 3.86617e+13 3.68955e+13 2.28135e+13 2.31619e+13
threshold=53.204054050000003 48.910000000000004 53.145783300000012 5.5000000000000009 43.605000000000011 8.5000000000000018 1.5000000000000002 51.67657710000001 10.500000000000002 51.636650050000007 85.020000000000024 44.083877800000003 23.500000000000004 45.055827000000008 13.500000000000002 45.040161900000008 1.5000000000000002 43.592450450000008 56.505000000000003 21.500000000000004 16.500000000000004 93.00500000000001 51.83362145000001 89.00500000000001 24.500000000000004 61.845000000000006 59.810000000000009 1.5000000000000002 23.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3 -7 8 9 -8 -11 13 -13 14 15 16 17 18 -10 -16 -9 22 23 -22 25 26 -24 -28 29 -19
right_child=-2 5 3 4 -6 6 7 20 11 10 -12 12 -14 -15 19 -17 -18 28 -20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=262.47813151886419 16.745069708395892 7.8155797909102596 -11162.476543929168 -3987.8657668356154 10786.6406380071 996.34391258204766 -4068.277392333845 -3235.3074652164014 228466.59329833987 10564.241400316027 105823.92427709962 7637.0993811497992 56175.023565383191 -2805.7837612064191 1600.3029658552941 16712.287409419467 798.87482326306122 14941.23274572534 20745.057645089288 -7657.0972101536754 -20934.583356026924 33980.984089826103 -11114.234572591145 -89000.645785361849 51225.67436864099 9105.6498052871448 -202060.58385416667 -30119.681565504809 64113.039013053807 -30916.492973257213
leaf_weight=505883 3306586 373610 3321 3733 1274 34885 31044 4312 32 288 50 1055 168 26128 8853 1987 7082 721 28 4258 1844 166 150 76 86 285 24 26 79 130
leaf_count=505883 3306586 373610 3321 3733 1274 34885 31044 4312 32 288 50 1055 168 26128 8853 1987 7082 721 28 4258 1844 166 150 76 86 285 24 26 79 130
internal_value=0 -54.7353 183.909 -4588.75 -228.585 -301.462 -1235.14 -2111.07 -1631.66 -3758.9 24655.9 -310.292 14304.6 -672.863 1732.36 5823.16 3142.7 19909.3 131530 -1406.18 -7745.22 -15064.3 -18332.6 -23628.9 -523.963 -9700.19 -36498.5 -112651 12708 7935.94
internal_weight=0 1.01158e+06 514211 8328 5007 497367 123757 88872 81903 31382 338 50521 1223 49298 23170 10059 8072 990 60 13111 6969 2657 2491 1920 571 485 200 50 930 851
internal_count=4318164 1011578 514211 8328 5007 497367 123757 88872 81903 31382 338 50521 1223 49298 23170 10059 8072 990 60 13111 6969 2657 2491 1920 571 485 200 50 930 851
is_linear=0
shrinkage=0.1


Tree=3823
num_leaves=31
num_cat=0
split_feature=5 5 3 0 1 0 1 0 0 3 3 3 3 3 2 0 0 3 6 1 1 3 3 1 2 1 0 4 0 6
split_gain=3.8271e+11 5.02104e+12 9.11472e+12 1.3601e+13 1.7917e+13 1.71729e+13 1.67086e+13 1.64617e+13 1.96756e+13 2.00392e+13 6.68943e+13 2.2776e+13 1.76486e+13 1.72421e+13 5.3505e+13 4.10494e+13 2.06251e+13 2.86727e+13 3.5077e+13 1.82812e+13 2.59505e+13 3.41977e+13 1.59348e+13 1.51354e+13 1.65162e+13 1.27498e+13 1.27381e+13 1.26747e+13 1.42965e+13 1.89318e+13
threshold=47.005000000000003 48.010000000000012 6.5000000000000009 55.043101600000007 30.451272450000005 55.014170500000006 38.422276900000007 60.017447350000005 59.982527000000012 20.500000000000004 17.500000000000004 22.500000000000004 8.5000000000000018 8.5000000000000018 5.5000000000000009 59.950068600000009 59.963407450000012 9.5000000000000018 1.5000000000000002 30.332994000000003 30.305955500000003 7.5000000000000009 33.500000000000007 83.015546400000019 11.500000000000002 30.226173900000003 59.950068600000009 2.5000000000000004 59.863160500000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 -4 22 8 13 10 12 -11 -10 14 19 -16 -15 -18 -19 20 26 -22 27 24 -7 -14 -5 28 -6 -30
right_child=1 -3 3 4 6 23 -8 -9 9 11 -12 -13 25 16 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-30.514567524568061 -652.02337109331484 1.3725231345409805 2316.1547426403849 5250.7664912196569 -4455.7419339790486 6638.4727681076547 997.74036095386043 19430.094944112865 -96186.120312500003 99480.839397321441 -115695.49918478262 -5658.4580666566508 41707.591699218756 6449.6734194081919 39341.112009277349 194084.45156250001 -141481.47808948866 55278.324660773033 -83476.158783482155 -89710.715976562511 146092.16814152646 -3559.3819415118242 63317.78021599265 34487.975812153883 41681.607935609209 -10912.640381506717 -88208.916531249997 44862.908668457036 -55684.709704008565 -10340.648583948683
leaf_weight=2105789 25924 2140166 18841 35 6536 2915 13776 796 20 28 69 78 60 1730 40 30 22 38 35 20 26 37 34 237 141 198 25 50 126 342
leaf_count=2105789 25924 2140166 18841 35 6536 2915 13776 796 20 28 69 78 60 1730 40 30 22 38 35 20 26 37 34 237 141 198 25 50 126 342
internal_value=0 29.0445 849.199 1690.03 48.954 3480.64 -1032.15 6911.16 2910.72 -15940.1 -27564.7 22114.2 -5690.54 7100.82 34024.5 105660 3958.49 -41407.2 -11247.8 -1041.69 13376 58201.6 -4977.36 10143.3 8255.32 1324.62 -33690.8 -5306.54 -5664.69 -22548.7
internal_weight=0 2.21238e+06 72209 46285 24151 22134 20864 3287 2491 453 347 106 278 2038 213 70 1825 95 73 143 123 63 7088 3293 3056 258 60 7054 7004 468
internal_count=4318164 2212375 72209 46285 24151 22134 20864 3287 2491 453 347 106 278 2038 213 70 1825 95 73 143 123 63 7088 3293 3056 258 60 7054 7004 468
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 3 5 2 0 5 3 3 3 5 2 0 2 5 0 5 5 2 5 2 5 4 5 3 3
split_gain=4.08027e+11 3.88931e+12 3.84573e+13 2.09575e+13 2.21728e+13 1.7816e+13 3.72279e+13 1.86155e+13 2.51121e+13 1.75041e+13 1.6404e+13 3.14721e+13 1.83126e+13 1.67786e+13 1.61819e+13 1.61647e+13 1.4463e+13 1.62266e+13 2.9172e+13 2.91177e+13 2.87258e+13 2.84277e+13 2.35045e+13 3.23874e+13 4.6139e+13 6.52527e+13 2.98033e+13 3.17915e+13 3.00917e+13 3.83073e+13
threshold=38.996948700000011 38.969379750000009 45.040161900000008 45.03656895000001 2.5000000000000004 116.06000000000002 8.5000000000000018 78.010000000000005 6.5000000000000009 45.112033650000008 89.00500000000001 14.500000000000002 15.500000000000002 18.500000000000004 97.050000000000011 7.5000000000000009 45.013473000000012 9.5000000000000018 90.015000000000015 45.029420750000007 82.00500000000001 46.810000000000009 15.500000000000002 60.905000000000008 14.500000000000002 107.05000000000001 2.5000000000000004 109.05000000000001 22.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 -5 7 -7 -6 10 -4 12 14 -9 -13 -12 -11 -3 18 20 -19 -18 -21 23 -23 26 -26 28 -28 29 -25
right_child=-2 2 9 4 5 6 -8 8 -10 15 11 13 -14 -15 -16 -17 17 19 -20 21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=10.955245622700792 -21.991604839893323 -12645.775877811677 3907.6472107329087 16534.891859461328 -7948.8391135692691 -61889.00538054436 67422.208455300643 1254.177401402485 -48422.047075973736 1552.9243199199298 18828.660390625002 108455.317578125 -73562.736863425918 13186.634171549478 -105454.62371049362 -7126.9324634490304 -421.59453163937746 -265.30203368493039 -22996.031276933663 -40835.029823882011 39203.498138330855 93780.271476483598 -4393.3451396122682 -18060.414938186816 189475.4599171174 8791.3350609756108 115780.0301053779 13260.824123008579 55838.118930288467 -167897.48467261906
leaf_weight=1407690 2856253 842 27721 362 5681 31 79 83 276 7743 20 38 54 36 22 2968 5715 1131 562 58 189 99 135 91 39 41 43 102 39 21
leaf_count=1407690 2856253 842 27721 362 5681 31 79 83 276 7743 20 38 54 36 22 2968 5715 1131 562 58 189 99 135 91 39 41 43 102 39 21
internal_value=0 42.9668 874.052 -3280.98 -7534.29 -8912.93 30980 -9619.57 -27561.8 2581.06 -4805.13 22867.2 -28235.7 62108.4 -46272.1 -852.249 -160.243 1111.73 -1225.44 9512.02 846.892 26066.2 32427.2 42892 29493.3 96874.8 11282.1 43663.1 -19812.3 -46154.9
internal_weight=0 1.46191e+06 54221 15789 6682 6320 110 6210 529 38432 253 116 137 74 42 10711 9107 8265 6466 1799 5904 668 610 475 376 80 296 145 151 112
internal_count=4318164 1461911 54221 15789 6682 6320 110 6210 529 38432 253 116 137 74 42 10711 9107 8265 6466 1799 5904 668 610 475 376 80 296 145 151 112
is_linear=0
shrinkage=0.1


Tree=3825
num_leaves=31
num_cat=0
split_feature=0 0 3 5 4 1 2 2 5 4 1 1 3 5 5 1 3 5 1 5 3 6 1 2 5 1 5 3 5 0
split_gain=3.93425e+11 8.84153e+12 2.35261e+13 1.63799e+13 2.00937e+13 1.48039e+13 5.56494e+13 1.33256e+13 2.69111e+13 1.22425e+13 1.08362e+13 1.6365e+14 1.59191e+14 2.42489e+13 1.98233e+13 1.30497e+13 1.20022e+13 1.69761e+13 1.18601e+13 1.08039e+13 1.00469e+13 9.7403e+12 9.33307e+12 8.9188e+12 8.6998e+12 8.76891e+12 9.98364e+12 9.07964e+12 8.68732e+12 8.56008e+12
threshold=46.672631750000008 45.254062050000009 10.500000000000002 114.05000000000001 1.5000000000000002 39.925119750000007 9.5000000000000018 8.5000000000000018 95.020000000000024 2.5000000000000004 39.630124250000001 39.666208800000007 4.5000000000000009 63.005000000000003 49.995000000000012 38.959914000000005 5.5000000000000009 74.010000000000005 39.969502550000009 77.00500000000001 8.5000000000000018 1.5000000000000002 39.925119750000007 2.5000000000000004 128.92000000000004 47.981192400000005 79.730000000000018 7.5000000000000009 86.02500000000002 45.133160800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 9 4 22 6 -6 -7 -9 10 15 12 -12 18 -14 -3 19 -18 -13 -15 -20 -11 -4 -23 25 27 -27 -25 -29 -1
right_child=-2 2 3 -5 5 7 -8 8 -10 21 11 13 14 16 -16 -17 17 -19 20 -21 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-73.099868091760442 12.387254408903694 -1488.5301010953106 -43712.49955166904 -69731.1318359375 213082.26554687499 6590.371964966781 -22818.991171875001 30865.172434303982 147738.66842447917 18728.739802446758 3632.3498522831842 -24948.223172316295 148431.95423076925 21153.731922488438 242666.34411764704 -13771.625664369754 11476.535428950472 92706.271366210945 -711.68066604913008 -21858.201516311237 -15629.932321435548 -3766.2253944971339 9178.5391806782154 -10746.09512104792 -69395.235216346147 -8893.9095509197705 34337.422600040882 -24987.364429846479 -91871.881919642852 2267.3848328856084
leaf_weight=589733 3695737 3270 44 20 20 127 20 110 24 146 104 239 65 277 34 1176 53 50 4648 74 500 3002 138 1969 26 141 86 258 21 16052
leaf_count=589733 3695737 3270 44 20 20 127 20 110 24 146 104 239 65 277 34 1176 53 50 4648 74 500 3002 138 1969 26 141 86 258 21 16052
internal_value=0 -73.5508 -2347.48 18949.9 22622 38482.2 95131.6 29800.3 51797.7 -3011.25 -990.111 1766.49 90032 -1301.12 180795 -4737.5 20893.5 50908.4 -3171.61 12085.7 -2160.62 -6764.42 -3608.31 -7440.78 -11851.4 -11246.9 7484.48 -13138.4 -30021.7 -11.0821
internal_weight=0 622427 16642 503 483 301 40 261 134 16139 10490 6044 203 5841 99 4446 454 103 5387 351 5148 5649 182 5503 2501 2475 227 2248 279 605785
internal_count=4318164 622427 16642 503 483 301 40 261 134 16139 10490 6044 203 5841 99 4446 454 103 5387 351 5148 5649 182 5503 2501 2475 227 2248 279 605785
is_linear=0
shrinkage=0.1


Tree=3826
num_leaves=31
num_cat=0
split_feature=1 0 1 5 0 0 5 1 5 0 5 3 2 5 0 5 5 5 0 3 1 4 6 5 3 2 5 5 3 5
split_gain=3.71694e+11 2.34501e+12 6.07818e+12 4.62985e+12 4.40987e+12 6.54814e+12 6.07381e+12 5.58675e+12 4.42149e+12 4.25431e+12 6.12364e+12 5.99109e+12 3.76557e+12 5.49037e+12 9.56172e+12 1.01432e+13 4.56871e+12 5.2911e+12 3.73575e+12 4.3512e+12 4.91903e+12 3.47404e+12 5.89225e+12 6.51889e+12 7.34498e+12 9.20231e+12 5.58955e+12 4.60867e+12 3.41118e+12 3.27582e+12
threshold=83.000022850000008 56.110481950000008 91.398302750000013 35.985000000000007 56.501468900000013 56.24640500000001 64.805000000000021 84.920232800000022 102.01000000000001 56.093493200000005 58.605000000000011 15.500000000000002 7.5000000000000009 69.610000000000014 56.367862600000002 112.04500000000002 112.04500000000002 96.015000000000015 56.143542450000005 11.500000000000002 92.928903050000017 1.5000000000000002 1.5000000000000002 47.815000000000005 9.5000000000000018 4.5000000000000009 46.010000000000012 48.510000000000012 11.500000000000002 51.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 18 5 6 -3 -7 -6 -2 11 -11 13 -9 15 -15 17 -16 19 -4 -21 22 29 26 25 -25 28 -27 -24 -5
right_child=1 2 3 21 8 7 -8 12 -10 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=11.035794994173333 -106.27040568107837 -814.67857606726034 15838.259761002384 1779.1828710771561 1128.3552238772679 61067.364023437505 -38747.709235127768 7638.4317863217848 -41151.732375 -4513.3410497270461 -13037.975936461997 9163.3652531481021 -1819.1187420310184 17891.221126302084 43559.657484713476 -51255.881770833337 78034.944943576396 -9410.9823567708336 1877.6627864488278 17136.525117187499 -14984.284814039327 171.60046399714807 -3378.944598922883 -7701.2085461738789 18181.650995744978 -76162.392819148939 24092.922809293377 -28614.98639322917 -12893.018725169193 34711.663804183474
leaf_weight=3782924 505708 350 441 1177 2326 20 48 1857 25 1415 603 414 337 99 88 27 27 24 2959 80 118 14350 1988 78 35 47 67 36 465 31
leaf_count=3782924 505708 350 441 1177 2326 20 48 1857 25 1415 603 414 337 99 88 27 27 24 2959 80 118 14350 1988 78 35 47 67 36 465 31
internal_value=0 -77.9979 828.371 96.1778 3891.59 6517.03 -5389.52 8428.61 678.758 -126.336 -4298.78 -1417.57 8000.48 9559.95 23025.1 3073.98 41110.3 32208.8 3375.06 10309 -2006.18 -549.406 -3186.12 -5770.43 -23337.3 -32363.1 -4404.11 -55539.4 -5182.47 2624.3
internal_weight=0 535240 27100 21872 5228 2877 398 2479 2351 508140 2432 1829 2459 2122 265 126 139 112 3598 639 198 18274 3924 2716 196 161 2520 83 2453 1208
internal_count=4318164 535240 27100 21872 5228 2877 398 2479 2351 508140 2432 1829 2459 2122 265 126 139 112 3598 639 198 18274 3924 2716 196 161 2520 83 2453 1208
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 6 5 0 0 5 6 0 0 1 0 5 3 0 0 5 3 0 3 3 5 4 5 2 1
split_gain=3.8104e+11 4.48076e+12 1.61764e+13 5.95683e+13 5.64029e+13 3.46728e+13 3.37417e+13 2.66379e+13 2.29436e+13 3.88606e+13 2.10368e+13 1.82901e+13 2.71886e+14 1.40004e+14 1.05458e+14 8.25167e+13 5.67027e+13 3.59494e+13 2.75752e+13 3.61654e+13 3.07259e+13 2.95094e+13 3.40131e+13 5.28146e+13 2.14978e+13 2.14272e+13 2.07202e+13 2.15988e+13 2.34235e+13 2.00505e+13
threshold=43.574807850000006 39.925119750000007 55.349623500000007 50.973130900000008 56.028355650000009 40.810045900000013 1.5000000000000002 65.905000000000015 52.719210700000012 52.056565900000003 89.00500000000001 1.5000000000000002 56.197733450000008 56.110481950000008 40.810045900000013 56.143542450000005 72.705000000000013 9.5000000000000018 56.501468900000013 56.24640500000001 85.91500000000002 9.5000000000000018 57.814144100000007 5.5000000000000009 4.5000000000000009 41.365000000000002 3.5000000000000004 73.010000000000005 12.500000000000002 43.048525950000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -5 -4 -7 9 -9 -11 13 14 25 15 16 -13 -18 19 29 -21 22 24 -24 -20 -6 27 -23 -29 -14
right_child=-2 2 4 5 11 7 -8 8 -10 10 -12 12 18 -15 -16 -17 17 -19 21 20 -22 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=7.2398682492193416 29.487393381145424 -436.94966794536663 23536.891528491044 -15614.962552191582 2247.7437166175064 11079.040288565868 -27833.102142061151 22051.849957456685 20941.688411060306 76244.402366286071 181400.549375 58771.511404772114 -35811.953151689951 -1616.5919244390716 5458.9239914066238 21193.097285913344 181669.94385348647 79548.098443001771 8969.9986602127028 -18392.793499964042 -99386.686661783853 -7092.7206739885632 -28102.875313274551 13421.686507817321 -318.40815023784518 -47173.435864265106 36972.228653121783 -20231.784825580384 -76602.106705729166 -1167.4724508019278
leaf_weight=2010362 2174987 90261 143 421 98 3270 1208 101 407 52 30 674 177 10533 849 574 67 71 3305 1935 48 2488 933 456 10127 837 91 602 84 2973
leaf_count=2010362 2174987 90261 143 421 98 3270 1208 101 407 52 30 674 177 10533 849 574 67 71 3305 1935 48 2488 933 456 10127 837 91 602 84 2973
internal_value=0 -29.9251 -592.474 109.711 -2327.01 11635.6 -22395.7 14607.7 34164.8 63573.6 114716 -1592.68 -98.753 -4908.57 33213.1 50214 70728.8 129129 -3305.26 -9774.06 -20353.3 -1469.35 426.532 -14470.6 1967.04 -41993.5 -10075.4 -11424.3 -27134.3 -3114.16
internal_weight=0 2.14318e+06 132815 94542 38273 4281 1351 3860 590 183 82 36922 25454 11468 2235 1386 812 138 23219 5133 1983 18086 14821 1389 13432 935 3265 3174 686 3150
internal_count=4318164 2143177 132815 94542 38273 4281 1351 3860 590 183 82 36922 25454 11468 2235 1386 812 138 23219 5133 1983 18086 14821 1389 13432 935 3265 3174 686 3150
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=31
num_cat=0
split_feature=0 3 3 2 5 1 1 4 5 1 5 0 1 0 5 5 5 2 5 5 0 1 5 5 5 2 4 2 5 2
split_gain=3.81084e+11 7.34325e+12 9.85145e+12 1.33883e+13 1.35455e+13 1.31653e+13 2.33071e+13 1.60319e+13 1.50556e+13 1.25307e+13 2.36638e+13 2.0731e+13 4.38709e+13 3.42098e+13 3.00931e+13 2.40898e+13 1.94919e+13 3.93172e+13 1.63022e+13 1.43532e+13 1.24833e+13 1.22415e+13 2.35256e+13 1.66263e+13 1.98181e+13 3.85192e+13 3.457e+13 2.05183e+13 1.86447e+13 3.00649e+13
threshold=45.040161900000008 21.500000000000004 22.500000000000004 6.5000000000000009 59.810000000000009 39.080602550000002 39.726951800000002 2.5000000000000004 72.705000000000013 38.92948375000001 80.815000000000012 45.022371150000005 38.969379750000009 45.005863250000004 82.00500000000001 105.35000000000001 94.040000000000006 4.5000000000000009 89.00500000000001 89.00500000000001 43.592450450000008 39.027779200000005 64.805000000000021 79.730000000000018 118.33500000000002 9.5000000000000018 2.5000000000000004 11.500000000000002 84.030000000000015 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 21 7 8 20 10 -6 13 14 18 -13 -14 -16 -18 -11 -15 -7 23 -23 -5 25 26 -25 -26 -27 -30
right_child=-2 2 -4 5 9 6 -8 -9 -10 11 -12 12 15 19 16 -17 17 -19 -20 -21 -22 22 -24 24 27 28 -28 -29 29 -31
leaf_value=206.16938877966425 -8.8421027286751581 -3837.9595587001336 -546.83341325515119 -7893.9652184064998 -23603.228361692269 90022.85300925927 -20959.095190065302 71529.082346863681 -47098.141699218751 -29695.838224203282 -132684.71700520834 -40633.459090909091 -18028.014462890624 -60244.008350409837 157928.76437500003 -118214.86317708335 -13952.237627618964 133080.77715473791 51261.83475378788 -142938.51376953124 16705.426522055019 -2969.2005489840367 -32572.769071026705 13932.304427083334 -77979.232412347556 47039.827051866327 125492.4288117956 3230.5958832969964 -36353.747720462328 30319.665311104909
leaf_weight=333370 3966746 535 13691 946 59 27 134 69 32 101 30 33 120 61 20 30 44 31 33 32 166 808 402 51 41 90 61 129 146 126
leaf_count=333370 3966746 535 13691 946 59 27 134 69 32 101 30 33 120 61 20 30 44 31 33 32 166 808 402 51 41 90 61 129 146 126
internal_value=0 99.8081 -1864.82 -6006.34 -15379.6 -2728.03 13606.5 29360.8 16429.2 -25774.8 -60372.3 -19677.4 -1368.82 -42099.4 41635 -38065.4 70212.4 46821.4 -9758.5 -88698 26962.3 -5224.88 -12804.4 543.213 12937 23442.6 74692.7 -16355.3 7586.23 -5468.27
internal_weight=0 351418 18048 4357 1129 3228 428 294 225 594 89 505 278 227 128 150 95 75 134 93 193 2800 1210 1590 644 474 112 170 362 272
internal_count=4318164 351418 18048 4357 1129 3228 428 294 225 594 89 505 278 227 128 150 95 75 134 93 193 2800 1210 1590 644 474 112 170 362 272
is_linear=0
shrinkage=0.1


Tree=3829
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 5 5 5 1 5 3 5 5 1 5 5 1 2 5 1 1 3 5 6 2 1 4 0 2 2
split_gain=4.34812e+11 6.56701e+12 2.37897e+13 6.1203e+13 2.92129e+13 3.16259e+13 3.76007e+13 3.68675e+13 4.09847e+13 2.65318e+13 2.63218e+13 5.36125e+13 2.60623e+13 3.48382e+13 2.63865e+13 2.2689e+13 4.19919e+13 4.76546e+13 2.77425e+13 3.70275e+13 4.4959e+13 6.86417e+13 5.53809e+13 3.18539e+13 4.67459e+13 3.12106e+13 1.13109e+14 8.57861e+13 7.66188e+13 7.19409e+13
threshold=43.642715500000008 5.5000000000000009 8.5000000000000018 43.592450450000008 39.714575750000009 85.020000000000024 80.00500000000001 67.990000000000023 39.739656000000004 43.810000000000009 6.5000000000000009 116.06000000000002 72.705000000000013 39.726951800000002 75.750000000000014 30.725000000000005 39.739656000000004 2.5000000000000004 65.50500000000001 39.726951800000002 39.739656000000004 6.5000000000000009 59.810000000000009 1.5000000000000002 3.5000000000000004 39.826386800000009 2.5000000000000004 43.514103700000014 6.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 -5 6 7 8 9 -6 -7 -12 13 -9 -14 16 17 -3 19 23 21 -21 -23 24 -17 26 28 -27 29 -20
right_child=-2 2 -4 4 5 10 -8 12 -10 -11 11 -13 14 -15 -16 18 -18 -19 25 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=702.05981496339473 4.8334390159986036 -3006.556489376906 230.18559796737725 -1622.2249314923861 -27548.589541634476 -28345.672571331525 -117425.12666666666 133976.73096494933 -6485.0810978646305 -58434.253341715135 139767.85845703125 -57546.384523809531 -67029.930226934535 -29836.764062500002 45745.21038490854 -55010.503597005212 2978.5378454864344 97137.155759990332 106033.48354146162 -17312.870232928242 -7120.1178443157396 50290.682911419048 202719.43916666668 -46159.601178091849 113307.11354166668 2557.9573659752677 -8839.9040286009349 -110129.76143568842 265759.52552083338 -29191.70042489035
leaf_weight=43795 4220249 82 41181 807 718 46 45 37 553 454 40 21 42 20 41 33 756 113 127 135 4590 116 30 377 33 3228 348 69 21 57
leaf_count=43795 4220249 82 41181 807 718 46 45 37 553 454 40 21 42 20 41 33 756 113 127 135 4590 116 30 377 33 3228 348 69 21 57
internal_value=0 -208.327 -945.03 -4685.39 -17701.7 -24135 -27098.8 -24919.4 -28924.8 -39512.8 28769.5 71840 24433.6 76498.3 -11321.7 -1051.39 13650.6 55025.4 -2577.1 -7260.38 -4743.03 34085.6 81611.7 -34939.9 29148.3 3887.04 25871.6 199.616 84796.5 64143.1
internal_weight=0 97915 54120 12939 2824 2017 1910 1865 1725 1172 107 61 140 57 83 10115 951 195 9164 5314 4871 281 146 443 66 3850 553 3297 205 184
internal_count=4318164 97915 54120 12939 2824 2017 1910 1865 1725 1172 107 61 140 57 83 10115 951 195 9164 5314 4871 281 146 443 66 3850 553 3297 205 184
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 1 5 5 5 0 2 0 3 0 5 0 3 1 0 5 5 0 4 0 1 5 5 5 5 5
split_gain=3.76952e+11 3.37372e+12 2.25358e+13 3.06847e+13 2.1547e+13 3.0961e+13 2.32692e+13 3.57842e+13 3.33338e+13 1.93332e+13 1.71754e+13 1.40201e+13 1.26035e+13 1.10875e+13 1.86653e+13 1.15936e+13 9.11427e+12 2.09885e+13 1.92351e+13 1.53866e+13 1.00084e+13 1.98546e+13 1.37795e+13 8.64777e+12 8.46416e+12 1.21061e+13 8.40803e+12 8.2442e+12 8.02866e+12 2.24321e+13
threshold=4.5000000000000009 82.784560750000011 82.95335685000002 82.940215400000014 54.940316550000006 82.911991800000024 123.15000000000002 118.33500000000002 225.45000000000002 55.02863030000001 2.5000000000000004 55.030402950000003 2.5000000000000004 55.046835900000012 78.010000000000005 55.030402950000003 3.5000000000000004 82.91993380000001 55.010031850000011 54.410000000000004 65.50500000000001 55.002082750000007 2.5000000000000004 55.010031850000011 82.911991800000024 79.730000000000018 57.005000000000003 142.05000000000004 103.45000000000002 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 9 10 16 27 -11 -5 14 15 -14 20 19 -19 -18 21 -6 -22 -24 25 -21 -23 -8 29 -13
right_child=-2 2 -4 12 6 -7 8 -9 -10 11 -12 28 13 -15 -16 -17 17 18 -20 24 22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=30.97739037178194 9.0755750648432549 5193.1034893123961 200.86013054306682 5295.9284324325436 -6298.7282526642211 66969.382738444008 67581.733116319447 -114372.07416666667 -69825.216202445663 18736.51254461634 124085.75057983398 -2164.4377101820046 -10632.008978986312 -17191.583499482451 -116188.96981201172 -52801.141838904274 -13553.693151386869 116166.87970703126 5946.8287014609887 -32706.119249528176 75955.371562500004 -33638.769657854355 -5996.8673182508683 43014.954450954865 -7475.5559442934791 -80382.315774054281 -101494.46138392857 -2770.7855342741937 -33047.281069983059 94758.714062500003
leaf_weight=315930 3945856 823 44922 119 2593 90 36 30 23 342 32 4735 111 317 32 158 1042 20 76 178 30 140 180 45 69 76 21 31 83 24
leaf_count=315930 3945856 823 44922 119 2593 90 36 30 23 342 32 4735 111 317 32 158 1042 20 76 178 30 140 180 45 69 76 21 31 83 24
internal_value=0 -96.1863 -808.784 -4767.86 -3410.8 11282.8 -4778.86 -5325.62 38621.4 -4986.76 63816.1 -831.296 -24505.2 -30243.5 -43989.3 -35400.5 -9805.98 -16286.2 28909.3 -19464.8 -6659.53 -8414.46 12293.7 3805.5 -38534.2 -46971.4 -42489.5 35030.6 -2213.41 -1675.65
internal_weight=0 372308 56378 11456 10719 913 9806 9684 122 9654 99 5184 737 618 301 269 4470 1461 96 1365 3009 2754 255 225 323 254 161 67 4842 4759
internal_count=4318164 372308 56378 11456 10719 913 9806 9684 122 9654 99 5184 737 618 301 269 4470 1461 96 1365 3009 2754 255 225 323 254 161 67 4842 4759
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=31
num_cat=0
split_feature=0 0 5 3 4 2 1 1 3 5 3 3 6 6 5 1 5 1 0 5 0 5 2 0 1 1 2 0 5 5
split_gain=3.7944e+11 5.93798e+12 6.44649e+12 5.93839e+12 5.72013e+12 6.04645e+12 8.42295e+12 8.4737e+12 9.2971e+12 9.02108e+12 8.19835e+12 6.66222e+12 9.71104e+12 6.96908e+12 8.19438e+12 1.03249e+13 7.42813e+12 1.34926e+13 1.22913e+13 7.50618e+12 6.90794e+12 6.28468e+12 8.60353e+12 1.60274e+13 1.34416e+13 1.39627e+13 2.37832e+13 9.93109e+12 9.73325e+12 9.67323e+12
threshold=54.947737500000009 54.942865800000007 102.01000000000001 24.500000000000004 1.0000000180025095e-35 4.5000000000000009 82.95335685000002 38.233559750000005 13.500000000000002 61.405000000000008 15.500000000000002 9.5000000000000018 1.5000000000000002 1.5000000000000002 57.705000000000005 82.957885500000017 39.025000000000013 82.966612450000014 54.947152850000002 41.305000000000007 54.943968150000011 58.995000000000012 6.5000000000000009 54.943649450000002 82.968597500000016 82.97193200000001 7.5000000000000009 54.947152850000002 59.005000000000003 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 7 9 -9 10 -7 12 -8 -13 15 20 -17 -18 -19 -20 -15 -16 23 -23 -24 26 29 -28 -27 -26
right_child=-2 2 -4 -5 5 6 11 8 -10 -11 -12 13 -14 14 21 16 17 18 19 -21 -22 22 24 -25 25 28 27 -29 -30 -31
leaf_value=60.647565889811247 21.840835757943267 629.85811510607948 -52447.609082031253 -1254.3872270837601 35.557464235675496 -19839.487947744696 -32005.672026026528 17488.24858138918 85252.395720880682 -53173.434780051495 37529.38766206782 -960.58477787283414 3328.0415300396126 6719.3662699931174 -11863.43128500224 -6346.1039675658794 -6056.2268849005477 5875.9881195462367 21705.301577524038 -10916.457513038502 38026.041593341441 16896.786230014535 -8016.0586514022934 -11789.226997235433 25400.059193978661 39854.614310495483 3238.5069536959509 45052.756378173828 -12673.586310558785 77051.296923076923
leaf_weight=1328097 2798789 29786 24 35251 43986 53 172 254 22 33 47 64662 142 251 1395 2783 2479 3408 78 737 98 215 1530 2070 82 38 1065 60 492 65
leaf_count=1328097 2798789 29786 24 35251 43986 53 172 254 22 33 47 64662 142 251 1395 2783 2479 3408 78 737 98 215 1530 2070 82 38 1065 60 492 65
internal_value=0 -40.2323 -624.606 26.6458 -616.633 -910.793 -1417 12897.9 22889.7 -7837.11 7123.88 -1488.56 -16026.7 -1432.55 -3244.16 -1381.79 -2003.34 -200.005 3237.73 -7794.38 15510.4 -5856.04 -4364.09 -9090.11 -1123.1 4729.4 10411.4 5468.6 -8907.41 48239
internal_weight=0 1.51938e+06 156027 1.36335e+06 156003 126217 82231 409 276 133 100 81822 314 81508 16846 9834 9485 6702 4223 815 349 7012 5617 2285 3332 1802 1272 1125 530 147
internal_count=4318164 1519375 156027 1363348 156003 126217 82231 409 276 133 100 81822 314 81508 16846 9834 9485 6702 4223 815 349 7012 5617 2285 3332 1802 1272 1125 530 147
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 5 5 0 0 3 3 2 3 0 0 5 1 3 5 6 5 1 4 5 5 4 3 5 5 5
split_gain=4.12652e+11 1.73312e+13 2.36151e+13 1.10248e+13 1.69127e+13 1.45782e+13 2.18048e+13 2.57206e+13 1.789e+13 1.57341e+13 2.62236e+13 3.15215e+13 3.42775e+13 2.88863e+13 6.67668e+13 3.15284e+13 2.76843e+13 2.76742e+13 7.96982e+13 6.36892e+13 3.29111e+13 5.27271e+13 2.69517e+13 4.12577e+13 3.08581e+13 2.59106e+13 4.34737e+13 4.98694e+13 8.04683e+13 3.82879e+13
threshold=39.718803500000007 43.592450450000008 2.5000000000000004 39.739656000000004 55.708120100000009 40.005000000000003 40.605000000000011 44.226894250000008 47.297889100000013 5.5000000000000009 16.500000000000004 1.5000000000000002 22.500000000000004 43.592450450000008 47.228519500000004 105.35000000000001 39.726951800000002 19.500000000000004 84.030000000000015 1.5000000000000002 76.730000000000018 39.726951800000002 1.5000000000000002 54.990000000000002 72.705000000000013 3.5000000000000004 17.500000000000004 56.005000000000003 87.395000000000024 46.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 -2 -8 -11 -12 13 25 15 17 -17 20 19 -19 -15 -22 -21 -24 -25 26 27 29 -29 -13
right_child=3 -3 -4 -5 -6 6 9 -9 -10 10 11 12 -14 14 -16 16 -18 18 -20 22 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=136644.80742187501 -2642.6102301572819 -38.043726375918048 18261.544936477803 1.8612304018986319 -28334.424093223777 137238.66868990386 7385.694598314315 16883.044992065432 6787.3369308538213 -1536.6189283740762 -58225.501877170143 2870.9331521739132 -2967.7181247469975 8658.7264765000891 10248.785260744902 209746.24240056818 55936.281750000002 -59783.613077799477 -90778.074913194461 53557.534734987748 159960.4971386719 -20899.409552228011 220097.21895461311 39267.130254836309 167419.71847426472 -98693.33990384615 -9149.77024709139 -39609.966442611374 150937.01443965518 158769.89046093752
leaf_weight=20 9930 1860787 107 2423382 185 26 6695 56 2523 9537 72 23 1708 266 1619 22 25 24 27 51 40 27 42 42 34 26 695 94 29 50
leaf_count=20 9930 1860787 107 2423382 185 26 6695 56 2523 9537 72 23 1708 266 1619 22 25 24 27 51 40 27 42 42 34 26 695 94 29 50
internal_value=0 -35.5225 36904.6 26.9018 1818.65 1984.26 3577.6 55044.6 -732.086 3378.04 1521.59 7454.5 8430.75 14638.8 20808.5 49302.3 127932 42619.4 70141.8 92653.9 24436.5 87076.7 114302 140556 96598.6 -290.899 2580.55 44175.3 5315.74 109651
internal_weight=0 1.86091e+06 127 2.45725e+06 33868 33683 21230 82 12453 21148 14453 4916 4844 3136 2219 600 47 553 220 193 333 67 169 118 76 917 891 196 123 73
internal_count=4318164 1860914 127 2457250 33868 33683 21230 82 12453 21148 14453 4916 4844 3136 2219 600 47 553 220 193 333 67 169 118 76 917 891 196 123 73
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=31
num_cat=0
split_feature=0 1 1 3 4 2 2 3 2 3 5 4 5 5 5 5 5 0 2 5 5 2 5 3 5 2 3 3 3 1
split_gain=4.7783e+11 6.12108e+12 8.03834e+13 1.92097e+13 2.424e+13 2.24945e+13 2.06388e+13 1.7556e+13 1.44291e+13 4.18327e+13 3.88973e+13 3.30819e+13 1.27837e+14 6.45026e+13 3.62468e+13 1.10085e+14 7.21854e+13 3.15614e+13 2.98888e+13 3.16526e+13 4.08065e+13 6.69968e+13 8.41028e+13 4.42675e+13 3.7045e+13 7.38638e+13 4.67805e+13 3.61614e+13 3.41317e+13 3.78166e+13
threshold=43.642715500000008 39.787929450000007 39.863684800000009 5.5000000000000009 2.5000000000000004 2.5000000000000004 13.500000000000002 3.5000000000000004 1.5000000000000002 5.5000000000000009 50.005000000000003 2.5000000000000004 89.00500000000001 56.835000000000008 118.33500000000002 100.05000000000001 93.00500000000001 43.592450450000008 3.5000000000000004 64.020000000000024 82.00500000000001 2.5000000000000004 76.730000000000018 13.500000000000002 98.020000000000024 2.5000000000000004 15.500000000000002 20.500000000000004 12.500000000000002 39.753614400000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 -5 -7 9 10 -1 12 17 -13 15 16 -15 -12 19 27 21 -21 -23 -24 25 28 -27 -10 29 -22
right_child=-2 2 -4 6 5 7 -8 -9 18 -11 11 13 -14 14 -16 -17 -18 -19 -20 20 24 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=5562.2904387566632 5.0669071927654521 -5583.3885252768068 -336.44205544087885 -50117.381183741789 -10993.962765818629 -164592.87610270185 47237.595645805035 -56407.830937499995 -6680.8603239193662 -9344.1225314500298 68166.763445151315 154748.41807291665 287864.42372159095 10599.488284122242 -76927.668343750003 216309.9401875 -185491.51531250001 7792.8180122835101 2945.4046475822497 -4693.0736650617737 3363.3487513950895 22647.60302350334 135569.58336759868 -22426.902380952382 6640.925045031363 -105785.55632533482 45321.433268229172 73915.183063616074 -79345.264006696438 126627.93454589845
leaf_weight=1772 4220249 429 65440 409 58 24 23 40 9436 1118 181 30 22 306 50 25 20 166 16100 645 112 534 114 21 553 140 24 56 35 32
leaf_count=1772 4220249 429 65440 409 58 24 23 40 9436 1118 181 30 22 306 50 25 20 166 16100 645 112 534 114 21 553 140 24 56 35 32
internal_value=0 -218.389 -762.805 -29146.5 -16768.5 -56099.9 -44934.1 -96977.2 929.893 6805.39 13825.3 32127.8 54105.2 13311.9 2730.62 14078 -1430.63 39284.7 150.072 -3695.84 7082.64 18303.5 40475 110992 -9372.91 -35191.1 -83672.3 -6205.37 9227.4 30755.5
internal_weight=0 97915 66423 983 551 122 432 64 31492 3690 2572 800 369 431 401 351 326 347 27802 11702 2210 1314 669 135 896 343 164 9492 179 144
internal_count=4318164 97915 66423 983 551 122 432 64 31492 3690 2572 800 369 431 401 351 326 347 27802 11702 2210 1314 669 135 896 343 164 9492 179 144
is_linear=0
shrinkage=0.1


Tree=3834
num_leaves=31
num_cat=0
split_feature=0 0 3 5 5 3 5 4 2 5 3 4 5 1 6 3 5 5 5 3 1 3 1 3 1 3 5 5 2 1
split_gain=4.50908e+11 5.72608e+12 2.79119e+13 3.58494e+13 3.29307e+13 2.82523e+13 2.74097e+13 1.95391e+13 5.60442e+13 1.8756e+13 2.42905e+13 2.27222e+13 1.65005e+13 1.23016e+13 2.69439e+13 1.00666e+13 9.86187e+12 1.29217e+13 2.8367e+13 1.40477e+13 1.38326e+13 1.10717e+13 9.83988e+12 9.76443e+12 1.27026e+13 1.79941e+13 1.3308e+13 9.1397e+12 7.60674e+12 8.26298e+12
threshold=53.204054050000003 53.242949050000007 8.5000000000000018 41.005000000000003 93.00500000000001 10.500000000000002 80.815000000000012 3.5000000000000004 11.500000000000002 88.015000000000015 3.5000000000000004 3.5000000000000004 120.05000000000001 49.964253350000007 1.5000000000000002 9.5000000000000018 114.05000000000001 104.75000000000001 102.01000000000001 21.500000000000004 50.158868250000005 24.500000000000004 83.663637000000008 10.500000000000002 50.158868250000005 17.500000000000004 88.015000000000015 30.405000000000005 2.5000000000000004 44.660994650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 27 6 15 28 12 -9 22 -11 -12 13 14 -7 -6 17 18 20 -19 -15 -22 -2 -8 25 -25 -27 -4 -5 -30
right_child=1 -3 3 4 5 7 23 8 -10 10 11 -13 -14 16 -16 -17 -18 19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-58.423136220631847 -2669.129847322949 8.3705536793701469 -12623.264983469362 36.209952271849247 -6313.2131659325132 4606.6240349047112 49712.042625604285 -39201.378818044359 107405.71215494792 48583.041943359378 -107869.13013237849 -13821.174394132655 -58588.460804966526 50769.154851310486 -83000.082046875003 50367.916321060504 44659.340269886365 -62184.665434451221 94795.783705357157 18791.682947198275 -10846.585660899771 -73966.506865530304 -42423.71182725695 17155.347980081813 9742.4607955367483 130002.244140625 43952.313581364331 -887.67462042291015 -1566.0010550055706 11143.529951366598
leaf_weight=1011578 5307 3289433 895 910 47 66 181 62 45 24 54 49 112 31 75 94 33 82 28 29 176 33 63 106 297 32 41 2567 568 5146
leaf_count=1011578 5307 3289433 895 910 47 66 181 62 45 24 54 49 112 31 75 94 33 82 28 29 176 33 63 106 297 32 41 2567 568 5146
internal_value=0 17.8733 1840.21 4610.43 8215.23 -9687.22 10460.1 -17205.1 22455.8 -4033.83 -42017.1 -63127.9 -23586.6 -16497.6 -41992.7 31474.2 -7772.31 -12337.6 -454.358 -41028.7 -11566.9 -20812.9 -3135.52 29942.1 22424.6 43466.9 81672.8 -3921.57 8527.79 9880.14
internal_weight=0 3.30659e+06 17153 11656 8194 913 7281 772 107 5497 127 103 665 553 141 141 412 379 268 111 240 209 5370 657 476 179 73 3462 6624 5714
internal_count=4318164 3306586 17153 11656 8194 913 7281 772 107 5497 127 103 665 553 141 141 412 379 268 111 240 209 5370 657 476 179 73 3462 6624 5714
is_linear=0
shrinkage=0.1


Tree=3835
num_leaves=31
num_cat=0
split_feature=3 1 1 0 3 0 0 0 5 6 3 2 5 5 3 4 3 5 3 5 5 0 5 5 3 2 0 3 5 0
split_gain=4.05233e+11 3.20035e+12 1.39549e+13 1.10828e+14 4.72736e+13 3.96149e+13 3.03399e+13 1.39313e+14 2.67832e+13 2.24963e+13 2.91704e+13 3.87296e+13 3.77953e+13 2.77968e+13 3.93333e+13 3.39936e+13 3.27186e+13 2.43636e+13 2.30617e+13 2.36743e+13 3.32362e+13 2.83482e+13 2.17292e+13 2.13828e+13 2.34958e+13 2.24654e+13 2.06818e+13 2.01535e+13 1.87882e+13 1.79762e+13
threshold=10.500000000000002 82.902675200000019 82.897133550000021 54.959412650000012 13.500000000000002 54.940316550000006 55.012873400000011 55.043101600000007 67.00500000000001 1.5000000000000002 24.500000000000004 20.500000000000004 79.730000000000018 54.035000000000004 23.500000000000004 1.5000000000000002 19.500000000000004 72.010000000000005 20.500000000000004 128.92000000000004 96.015000000000015 55.050600750000008 53.385000000000012 109.05000000000001 13.500000000000002 7.5000000000000009 55.061033200000004 15.500000000000002 91.050000000000011 55.010031850000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 23 29 13 18 12 17 15 -15 26 -17 -12 19 20 28 -22 -20 24 -8 -25 -9 -10 -11 -5
right_child=1 -3 3 6 -6 -7 7 9 27 10 11 -13 -14 14 -16 16 -18 -19 22 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=23.850296434636533 -65.680664104944512 338.02305565616541 84372.302835648152 18474.949087322759 40808.589975585943 265145.46122159093 -49772.92295654297 -19016.769564488863 -21490.785549200151 -3672.7546216174305 32602.244507575757 -66668.266607481055 91074.443697916679 -36670.592759513645 -3453.3769529799247 -1798.3060590864302 60069.825196015066 -88912.416805752844 -8369.9579596920285 -105135.26860795455 -11223.677292480468 63495.598970042716 -92211.323325892852 14140.113033854168 28458.95711175651 103514.02763151043 209.99287557373682 -58398.812553094671 -90868.807031250006 -15081.476875744789
leaf_weight=2688514 1422507 197496 27 227 80 22 40 1339 525 2138 66 33 105 903 589 222 139 22 69 22 80 139 56 45 954 75 961 206 25 538
leaf_count=2688514 1422507 197496 27 227 80 22 40 1339 525 2138 66 33 105 903 589 222 139 22 69 22 80 139 56 45 954 75 961 206 25 538
internal_value=0 -39.347 -91.3869 -3881.92 88185.6 165536 -5129.73 -2691.59 -18203.8 -7983.6 -977.123 33444.4 50562.1 -12631.5 -23557.4 -6505.51 22023.5 2223.58 -4053.15 -1875.65 -921.946 36200.9 -45930.9 30124.6 25310.8 69998.8 -10983.3 -31891.7 -4680.57 -5124.21
internal_weight=0 1.62965e+06 1.43215e+06 9647 129 49 9518 8022 1496 6908 2755 226 193 4153 1492 2661 361 88 2529 2404 2382 219 125 1114 994 120 2300 731 2163 765
internal_count=4318164 1629650 1432154 9647 129 49 9518 8022 1496 6908 2755 226 193 4153 1492 2661 361 88 2529 2404 2382 219 125 1114 994 120 2300 731 2163 765
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=31
num_cat=0
split_feature=1 0 5 5 0 5 0 5 5 5 2 0 5 2 5 5 5 4 3 0 5 5 2 1 5 2 3 3 5 3
split_gain=4.39167e+11 2.20112e+12 4.78449e+12 1.08043e+13 7.10857e+12 8.48826e+12 5.42086e+12 5.3673e+12 5.16197e+12 1.02188e+13 8.89555e+12 1.94308e+13 7.91051e+12 7.00734e+12 1.30064e+13 1.37514e+13 8.47986e+12 7.78381e+12 1.87223e+13 1.51237e+13 3.15591e+13 1.18989e+13 9.48952e+12 1.39159e+13 1.16041e+13 9.18997e+12 2.42713e+13 2.8144e+13 1.76336e+13 1.4012e+13
threshold=83.000022850000008 52.056565900000003 114.05000000000001 116.06000000000002 51.83362145000001 137.05000000000004 51.717367500000009 120.05000000000001 72.010000000000005 70.50500000000001 3.5000000000000004 50.973130900000008 72.705000000000013 11.500000000000002 98.020000000000024 87.395000000000024 89.00500000000001 3.5000000000000004 6.5000000000000009 50.973130900000008 81.910000000000011 91.050000000000011 2.5000000000000004 113.46563545000002 84.030000000000015 7.5000000000000009 15.500000000000002 14.500000000000002 100.05000000000001 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 -5 -6 9 -2 11 -11 -10 17 15 -15 -17 25 19 20 -19 -20 -21 24 -24 29 27 28 -27 -14
right_child=1 -3 3 4 7 -7 -8 -9 12 10 -12 -13 13 14 -16 16 -18 18 21 22 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=11.995699683846603 691.84829245385345 -132.3430707303541 -58405.982050304883 20927.521062850952 -44357.565625000003 -16715.19008246528 87293.527500000011 -6365.6816253551142 45317.779581532581 71877.671131552415 -31131.265130550986 -14452.029777415206 5777.2419686484882 -2951.8486208274153 54543.185449218756 -97644.163867187512 -22984.642834051727 80019.580769230786 -34032.910295433838 2544.765769691252 -42172.646321902663 7675.3261829494213 31635.419212582237 642.16160156249998 95709.978315972228 29880.70221128402 70542.522041015633 -63360.906012228261 -24449.244278861384 -72767.522927989135
leaf_weight=3782924 23641 507334 41 32 43 36 20 275 47 31 190 164 1817 110 24 32 29 26 232 177 113 97 76 75 45 310 80 46 74 23
leaf_count=3782924 23641 507334 41 32 43 36 20 275 47 31 190 164 1817 110 24 32 29 26 232 177 113 97 76 75 45 310 80 46 74 23
internal_value=0 -84.7822 779.879 -9482.73 -4542.2 20611.4 46452.9 -11502.9 946.942 428.666 -15732.1 -727.821 4574.12 4008.57 -14394 -24069.4 -62150.3 5133.15 -3122.83 8837.55 -19316.5 -21736 19329.3 34486.8 55464.8 8087.73 19965.8 10556.2 19410.9 4795.43
internal_weight=0 535240 27906 447 406 88 52 318 27459 24026 385 195 3433 3386 195 171 61 3191 841 512 139 329 373 196 121 2350 510 430 384 1840
internal_count=4318164 535240 27906 447 406 88 52 318 27459 24026 385 195 3433 3386 195 171 61 3191 841 512 139 329 373 196 121 2350 510 430 384 1840
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=31
num_cat=0
split_feature=0 5 0 3 5 5 1 0 1 3 0 0 1 4 2 5 5 5 2 5 3 5 5 3 3 5 5 5 2 2
split_gain=3.94369e+11 5.42581e+12 1.56637e+13 1.93736e+13 1.67237e+13 1.2427e+13 2.08403e+13 2.48337e+13 2.68898e+13 1.92607e+13 2.38847e+13 1.93104e+13 1.8698e+13 4.56175e+13 4.43908e+13 5.95043e+13 4.22013e+13 4.8473e+13 4.29192e+13 4.04771e+13 7.3635e+13 3.36149e+13 4.32127e+13 3.17739e+13 4.49691e+13 7.80636e+13 3.04854e+13 2.97912e+13 2.96644e+13 5.60066e+13
threshold=53.204054050000003 48.910000000000004 53.145783300000012 5.5000000000000009 43.605000000000011 52.020000000000003 37.914142000000005 50.973130900000008 37.832345550000007 9.5000000000000018 51.83362145000001 51.717367500000009 38.096381250000007 2.5000000000000004 3.5000000000000004 103.45000000000002 71.715000000000018 56.835000000000008 5.5000000000000009 92.035000000000011 13.500000000000002 101.05000000000001 84.030000000000015 8.5000000000000018 7.5000000000000009 82.00500000000001 79.730000000000018 77.715000000000018 9.5000000000000018 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3 7 8 -7 10 11 -9 13 14 21 16 17 -16 26 20 23 22 -8 24 -15 -26 27 -18 -20 -30
right_child=-2 5 3 4 -6 6 12 9 -10 -11 -12 -13 -14 19 15 -17 18 -19 28 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=243.94892610729372 16.715204737395034 -1552.7544034447567 -10050.767935682166 -3576.6341979199751 9692.4696696708106 -958.20253323508905 2346.5956882137639 -4083.0066995985453 -62990.276625279024 -16217.690294816482 -31515.445011709271 27798.997243069876 59.326633806637176 -6205.7647253493578 37060.611431943646 -119440.00088541667 75261.008540965893 2481.0974860384704 4978.9881025618624 10470.731846048528 -113895.73887261286 120922.25862347147 -70045.241355150807 -35015.021534476633 220183.63854166667 -34871.185795084639 123456.49822520382 -32072.899919577205 119635.37696650258 -22202.770381944443
leaf_weight=505883 3306586 67388 3321 3733 1274 40846 2002 5329 70 1830 309 197 374230 1110 622 30 108 1164 257 1009 72 23 86 393 24 24 92 34 73 45
leaf_count=505883 3306586 67388 3321 3733 1274 40846 2002 5329 70 1830 309 197 374230 1110 622 30 108 1164 257 1009 72 23 86 393 24 24 92 34 73 45
internal_value=0 -54.6377 173.134 -4128.48 -200.393 -290.124 -92.2392 -2042.91 -1064.33 -7266.61 -4459.33 -2946.42 156.23 5215.39 11292.2 20522.1 22275.3 14523.9 45007.5 -5257.34 -15035.3 689.344 -635.06 -10446 -2107.86 92656.2 78614.1 49561.3 24037 65544.6
internal_weight=0 1.01158e+06 514211 8328 5007 497367 429979 48581 40916 7665 5835 5526 381398 7168 4536 2425 2395 1786 609 2632 1623 2111 2088 1551 1158 48 234 142 375 118
internal_count=4318164 1011578 514211 8328 5007 497367 429979 48581 40916 7665 5835 5526 381398 7168 4536 2425 2395 1786 609 2632 1623 2111 2088 1551 1158 48 234 142 375 118
is_linear=0
shrinkage=0.1


Tree=3838
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 1 5 5 5 5 2 2 1 5 5 2 5 4 5 5 5 3 5 4 2 2 1 4 5 2
split_gain=4.17594e+11 5.74322e+12 2.23577e+13 4.94348e+13 4.31565e+13 4.11677e+13 3.77712e+13 3.48369e+13 6.28903e+13 6.51967e+13 4.55315e+13 5.99803e+13 6.27458e+13 4.37875e+13 3.40246e+13 3.84855e+13 3.31864e+13 3.16328e+13 6.74966e+13 5.10589e+13 3.3966e+13 3.11611e+13 4.75018e+13 4.88852e+13 3.01864e+13 3.63964e+13 6.32912e+13 2.97357e+13 5.36854e+13 3.194e+13
threshold=44.580511600000001 39.726951800000002 15.500000000000002 12.500000000000002 39.704585000000002 39.718803500000007 59.245000000000012 72.010000000000005 79.730000000000018 78.710000000000022 14.500000000000002 3.5000000000000004 39.714575750000009 70.50500000000001 55.005000000000003 13.500000000000002 53.995000000000012 2.5000000000000004 109.05000000000001 91.050000000000011 39.995000000000012 13.500000000000002 60.905000000000008 2.5000000000000004 11.500000000000002 8.5000000000000018 38.058342000000003 1.0000000180025095e-35 46.810000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 -6 27 13 9 10 11 -9 -13 -8 16 21 -5 20 19 -19 -7 22 -16 -24 25 -23 -27 28 -4 -29
right_child=-2 -3 6 4 5 17 7 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 24 23 -25 -26 26 -28 29 -30 -31
leaf_value=-1347.9995897036113 5.8475715986555326 207.73168577539437 -1170.6561736337383 20381.853376103081 -44120.631536830362 -22296.989600633744 16529.082875476579 68365.779579741386 3261.6034142431363 -199502.75945581897 104838.432109375 -34501.674821497181 -202470.58330357145 135788.91609848486 225210.05944940477 182631.24644886365 -99522.663802083349 -43596.945709325402 67783.576488095248 -226992.805390625 33897.958477192544 10888.506611808401 462.39255326704546 155912.77275390626 -51580.879074532648 -1507.215625 202461.11782226563 -83923.490985033888 159720.02629076087 -20219.626296613846
leaf_weight=33604 4170694 108637 211 604 175 143 459 29 865 29 20 61 35 33 21 22 24 63 42 20 434 122 55 32 42 29 32 83 23 1521
leaf_count=33604 4170694 108637 211 604 175 143 459 29 865 29 20 61 35 33 21 22 24 63 42 20 434 122 55 32 42 29 32 83 23 1521
internal_value=0 -165.379 -1209.17 -469.618 15399.8 -726.818 -8994.14 2607.38 -7772.85 -62628 -35253.1 -57667.7 -95740.3 24528.2 29787.5 54532.4 15799.5 10090.7 -35516.4 -87788.7 19971 46069.4 90222.7 57639.5 24875.8 42423.2 105493 -18657.9 14643.4 -23516
internal_weight=0 147470 38833 35464 1860 877 3369 1531 1039 174 145 125 96 492 983 355 628 702 125 83 577 333 108 87 225 183 61 1838 234 1604
internal_count=4318164 147470 38833 35464 1860 877 3369 1531 1039 174 145 125 96 492 983 355 628 702 125 83 577 333 108 87 225 183 61 1838 234 1604
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=31
num_cat=0
split_feature=0 3 1 3 5 0 4 5 1 0 5 2 5 0 1 1 1 0 5 2 0 1 0 1 0 0 3 0 1 1
split_gain=4.00166e+11 4.13771e+12 1.02195e+13 2.39877e+13 2.28049e+13 3.89207e+13 7.44426e+13 2.67368e+13 3.99798e+13 2.15691e+13 2.08112e+13 3.9937e+13 2.00347e+13 1.89552e+13 6.04344e+13 4.23965e+13 2.6272e+13 4.27577e+13 3.12007e+13 2.62607e+13 2.03914e+13 1.85518e+13 2.50574e+13 2.48e+13 5.67277e+13 3.41078e+13 2.96536e+13 3.08396e+13 2.45088e+13 2.45071e+13
threshold=55.591389050000011 7.5000000000000009 60.55755580000001 5.5000000000000009 86.02500000000002 57.157092150000004 2.5000000000000004 142.05000000000004 65.551978750000004 56.009576300000013 120.05000000000001 4.5000000000000009 85.91500000000002 56.838612000000005 60.648383500000008 60.611165000000007 65.565203050000022 57.117834900000013 177.02500000000003 3.5000000000000004 56.831297550000009 47.208373000000009 59.609407350000005 44.083877800000003 55.946414150000003 56.281985950000006 4.5000000000000009 56.320495600000008 46.037218400000008 59.76223980000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 21 -4 9 13 -7 8 10 -5 11 -8 -11 14 15 20 18 -18 -15 -20 -6 23 -23 -2 -25 28 -27 -28 -26 -24
right_child=1 -3 3 4 5 6 7 -9 -10 12 -12 -13 -14 16 -16 -17 17 -19 19 -21 -22 22 29 24 25 26 27 -29 -30 -31
leaf_value=27.025260887354648 69.21725307522172 -128.42065803581977 -1047.6015195179959 36517.29863836115 -2942.4045421511632 185591.53645833334 40432.304761904765 -49461.762187500004 1891.2186447587985 1329.8219161299903 48262.532692307694 229265.69023437501 -82138.912715517246 -27766.970381005132 -4338.3290876116071 176235.36440848216 -33320.602903053979 81813.60954527244 -17270.369791666668 139068.40511363637 95023.301749674487 1674.0184676516333 -1208.7004396468199 -44532.133916258419 -9417.200554351808 -3866.2537261278458 -89743.67774614082 -24688.339505700093 5088.1839429635493 -14231.162518165227
leaf_weight=2414903 282760 1352165 97067 176 43 36 21 35 103 3424 52 24 29 335 224 35 55 78 21 22 42 144400 13596 362 1800 758 83 597 3301 1617
leaf_count=2414903 282760 1352165 97067 176 43 36 21 35 103 3424 52 24 29 335 224 35 55 78 21 22 42 144400 13596 362 1800 758 83 597 3301 1617
internal_value=0 -34.2903 196.667 -707.888 6226.92 18659.6 51682.8 31169.1 45279.5 2369.34 91351.6 141143 628.81 8192.55 26339.8 83605.8 -4024.03 34201.7 -17473.8 62716.9 45464.2 401.673 1267.33 -75.336 -5998.23 -3864.99 -17467.5 -32628.9 -30.3599 -2592.87
internal_weight=0 1.90326e+06 551096 101822 4755 1126 271 235 200 3629 97 45 3453 855 344 120 511 133 378 43 85 449274 159613 289661 6901 6539 1438 680 5101 15213
internal_count=4318164 1903261 551096 101822 4755 1126 271 235 200 3629 97 45 3453 855 344 120 511 133 378 43 85 449274 159613 289661 6901 6539 1438 680 5101 15213
is_linear=0
shrinkage=0.1


Tree=3840
num_leaves=31
num_cat=0
split_feature=0 1 1 3 5 2 1 1 3 4 5 5 3 5 5 4 2 6 3 5 5 1 2 5 2 5 5 5 2 3
split_gain=4.72234e+11 5.69085e+12 9.69137e+12 1.70927e+13 8.1633e+12 8.3113e+12 8.33197e+12 1.39182e+13 1.76264e+13 7.72127e+12 6.99673e+12 6.44531e+12 5.91035e+12 6.58646e+12 1.36452e+13 9.40082e+12 7.10342e+12 8.36038e+12 6.76407e+12 9.18852e+12 6.32044e+12 8.24528e+12 6.20905e+12 9.85253e+12 9.58833e+12 6.52044e+12 5.52141e+12 5.23287e+12 5.27321e+12 4.63692e+12
threshold=63.563300600000012 53.664171200000006 44.083877800000003 8.5000000000000018 49.010000000000012 2.5000000000000004 65.659480050000013 78.608766650000021 2.5000000000000004 3.5000000000000004 123.15000000000002 55.990000000000002 16.500000000000004 64.805000000000021 69.610000000000014 2.5000000000000004 3.5000000000000004 1.5000000000000002 9.5000000000000018 71.715000000000018 92.035000000000011 39.787929450000007 5.5000000000000009 81.00500000000001 4.5000000000000009 85.020000000000024 72.705000000000013 86.02500000000002 6.5000000000000009 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 11 -3 6 -6 8 -8 -9 12 -4 13 29 15 -15 18 26 20 -20 21 -16 24 -24 -19 -26 -18 28 -28 -2
right_child=1 4 3 -5 5 -7 7 9 -10 -11 -12 -13 -14 14 16 -17 17 22 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-1.9247666780846995 -693.24340997665865 2130.5216720079002 15168.111676479699 -84.1361338843369 -1818.0992086730905 -6978.5966182901357 -7427.3128593750007 30.62785221776921 100137.21157852565 55635.053006417409 54834.618684895839 37623.4522618845 -17491.916729310502 -7409.7261523437501 -38897.071060267859 41852.056008485313 -33371.748890625 54978.487082435342 -34888.990664062498 50532.103783461629 -68142.587256835934 8098.2307911682137 18681.729106756982 92033.351703084307 11164.325987723214 -58310.974236505681 54300.77736328126 -29055.150304236784 -4990.6401497395836 30913.179961768619
leaf_weight=4303585 3743 4179 309 615 1149 3050 25 231 39 28 24 218 172 50 70 172 50 29 20 34 25 80 47 30 35 22 30 26 30 47
leaf_count=4303585 3743 4179 309 615 1149 3050 25 231 39 28 24 218 172 50 70 172 50 29 20 34 25 80 47 30 35 22 30 26 30 47
internal_value=0 568.173 2971.95 11240.9 -1055.71 -4000.26 2170.88 16360.8 58119.8 6041.92 978.045 24457 703.733 1393.08 9955.32 30757.1 1209.13 11359.9 -12044.5 18894.7 -21591.4 -13832.9 26633.9 47260.3 8166.12 -15650.7 -6946.45 8417.1 24655.1 -301.29
internal_weight=0 14579 5878 1142 8701 4522 1472 323 64 259 4736 527 4712 4540 750 222 528 299 229 54 175 150 163 77 86 57 136 86 60 3790
internal_count=4318164 14579 5878 1142 8701 4522 1472 323 64 259 4736 527 4712 4540 750 222 528 299 229 54 175 150 163 77 86 57 136 86 60 3790
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 5 4 5 4 0 1 1 5 5 0 1 3 6 2 5 0 3 5 0 5 1 0 0
split_gain=4.59299e+11 3.65022e+12 4.03357e+13 2.30594e+13 7.3752e+13 3.84392e+13 3.25898e+13 1.80572e+13 1.84686e+13 3.60392e+13 3.6449e+13 3.08484e+13 2.85217e+13 3.4698e+13 2.59504e+13 2.47765e+13 2.90397e+13 6.09454e+13 2.98313e+13 2.34786e+13 2.32792e+13 3.60747e+13 2.84132e+13 2.30644e+13 2.27338e+13 2.24176e+13 2.88581e+13 2.74877e+13 2.55315e+13 2.36715e+13
threshold=38.996948700000011 39.041623000000008 55.795550600000006 54.940316550000006 11.500000000000002 55.734663800000007 45.254062050000009 38.905000000000008 1.5000000000000002 58.755000000000003 2.5000000000000004 45.055827000000008 39.027779200000005 39.036172050000012 105.35000000000001 69.015000000000015 45.063245200000004 39.011252750000004 10.500000000000002 1.5000000000000002 5.5000000000000009 96.015000000000015 45.112033650000008 21.500000000000004 85.020000000000024 45.047272400000004 70.00500000000001 39.032393150000004 45.053747000000008 45.053747000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 -2 -9 -10 11 12 14 25 19 -13 17 18 -17 -11 21 24 -23 -19 -12 -14 27 28 -27 -28
right_child=1 -3 -4 4 5 -7 -8 8 9 10 20 15 13 -15 -16 16 -18 23 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=45.586493646543119 1266.3746081527752 3.1633481769423915 -18429.649640672065 6234.1223491847195 151141.62850852273 14623.51913174716 -20550.633986555913 -2935.2745704436115 3139.7030125145084 -21640.669190000404 6036.1659405099026 -4963.7731458361523 31893.7074826467 -17646.459779075911 109891.9839453125 136262.39799107143 -20184.48640398417 -40778.031886442128 27439.037231348047 -1079.7827448951232 -1934.8184535062542 -5136.4151904227392 -72597.315321514427 33467.026654411769 21401.748012647236 14230.372184370788 -71164.909506899348 -14198.320203310212 57183.918036571056 2600.7320917968755
leaf_weight=1461911 45375 2707521 1245 1838 55 33 806 36377 22177 658 5483 14102 556 395 20 28 2290 233 251 3561 8771 1581 65 51 1168 985 77 290 161 100
leaf_count=1461911 45375 2707521 1245 1838 55 33 806 36377 22177 658 5483 14102 556 395 20 28 2290 233 251 3561 8771 1581 65 51 1168 985 77 290 161 100
internal_value=0 -23.3325 -505.663 -354.359 10515.9 99947.3 -498.19 -386.537 -1141.23 -105.367 -1868.11 -4400.68 1287.98 9613.47 -3747.78 -6683.19 -15182.1 5165.33 38360.4 -4286.48 1657.12 5454.27 -7800.42 -27445.3 8734.56 14577.8 8609.05 13305 20264.9 -29489.4
internal_weight=0 2.85625e+06 148732 147487 1926 88 145561 144755 99380 63003 40826 23758 6803 2564 4239 16955 2853 563 279 4219 17068 8297 1646 284 6651 2169 1613 1436 1146 177
internal_count=4318164 2856253 148732 147487 1926 88 145561 144755 99380 63003 40826 23758 6803 2564 4239 16955 2853 563 279 4219 17068 8297 1646 284 6651 2169 1613 1436 1146 177
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=31
num_cat=0
split_feature=5 4 1 3 3 5 3 1 1 1 3 0 3 0 3 1 1 3 5 0 1 1 0 1 0 1 2 1 4 0
split_gain=4.19215e+11 4.34807e+12 1.29654e+13 1.09414e+13 2.11162e+13 2.0539e+13 1.3524e+13 1.33309e+13 1.29524e+13 1.18855e+13 1.05014e+13 1.60619e+13 1.3229e+13 1.05007e+13 9.90462e+12 1.46175e+13 1.0396e+13 1.67648e+13 1.50432e+13 9.62052e+12 1.02005e+13 1.09055e+13 9.54533e+12 9.15051e+12 1.1892e+13 2.05361e+13 8.47408e+12 1.24265e+13 8.30555e+12 8.18827e+12
threshold=36.715000000000011 1.5000000000000002 38.996948700000011 7.5000000000000009 14.500000000000002 19.650000000000002 8.5000000000000018 50.388877400000005 39.143775600000005 49.177301950000007 22.500000000000004 55.551692500000009 25.500000000000004 59.982527000000012 17.500000000000004 37.39371280000001 37.615058950000012 20.500000000000004 34.605000000000011 43.592450450000008 61.880021000000006 65.659480050000013 55.664473600000008 37.889331900000009 55.708120100000009 37.362912300000012 1.5000000000000002 91.910414550000013 3.5000000000000004 54.708501450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 6 -5 9 -6 -7 14 -12 13 22 -3 -16 17 -17 -18 -10 29 -22 -13 24 -24 -26 -8 -28 -9 -21
right_child=-2 2 3 4 8 7 26 28 19 -11 11 12 -14 -15 15 16 18 -19 -20 20 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-21.062519652807222 16.375410521194418 2326.2584537843736 -1117.8893995038022 77518.793619140619 -23089.340941153328 -15282.011775857813 -25059.535190836588 -7605.2924843520568 61700.41799172794 -38983.3271547154 -72147.85826822916 18626.406029211958 26895.497865170342 13736.023133737664 589.63905413381042 135642.24955842391 -35209.832874177628 21318.247811153018 33042.873480309776 16659.251041024763 86393.574583899463 15620.496730546392 -47152.859998686974 23841.983707972937 -17027.165940721614 59551.506295528932 2687.2533303594014 50953.694773706899 50356.456453125 -8515.4791377747461
leaf_weight=906138 3383571 6635 13791 25 139 1551 96 2224 34 245 36 92 122 190 321 23 38 29 215 187 23 408 119 56 654 37 664 58 25 418
leaf_count=906138 3383571 6635 13791 25 139 1551 96 2224 34 245 36 92 122 190 321 23 38 29 215 187 23 408 119 56 654 37 664 58 25 418
internal_value=0 -59.285 -1276.47 -2677.45 -6205.06 -9131.89 5067.5 -12091.1 5628.14 -18515.2 1975.87 -6279.48 -4412.34 -7739.48 3460.71 15484.9 31161.5 71884.6 22791.5 9358.73 7640.95 19397.3 -11998.7 -15252.2 -17955 -12926.7 2853.22 6564.61 -6960.99 -734.199
internal_weight=0 934593 28455 19888 6097 4888 843 4045 1209 1796 8567 1306 1270 1148 7261 626 305 52 253 1070 1036 431 958 866 810 691 818 722 2249 605
internal_count=4318164 934593 28455 19888 6097 4888 843 4045 1209 1796 8567 1306 1270 1148 7261 626 305 52 253 1070 1036 431 958 866 810 691 818 722 2249 605
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=31
num_cat=0
split_feature=5 0 4 6 1 3 3 5 1 1 3 2 3 0 5 4 0 3 5 1 5 2 2 3 1 0 3 5 3 3
split_gain=3.90974e+11 3.20513e+12 1.54946e+13 1.80756e+13 2.82723e+13 2.08953e+13 2.62493e+13 1.38195e+13 1.30155e+13 3.90787e+13 3.66885e+13 4.45706e+13 4.30908e+13 5.25207e+13 4.01311e+13 3.68711e+13 3.48221e+13 3.38335e+13 3.33022e+13 3.26339e+13 5.14752e+13 5.11894e+13 3.18835e+13 4.35919e+13 4.20081e+13 9.41709e+13 3.00581e+13 2.85418e+13 2.97018e+13 2.73523e+13
threshold=87.395000000000024 57.147575200000006 1.5000000000000002 1.5000000000000002 30.323743050000001 4.5000000000000009 3.5000000000000004 161.85000000000002 65.565203050000022 65.520339550000017 12.500000000000002 4.5000000000000009 11.500000000000002 57.157092150000004 97.050000000000011 2.5000000000000004 58.242297500000006 5.5000000000000009 101.05000000000001 65.551978750000004 112.04500000000002 3.5000000000000004 7.5000000000000009 11.500000000000002 65.551978750000004 57.157092150000004 17.500000000000004 91.050000000000011 11.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -7 9 -4 11 12 13 -11 -15 18 26 -17 -13 21 -21 -16 27 24 25 -24 -10 -19 29 -29
right_child=1 2 8 5 -6 7 -8 -9 16 10 -12 15 -14 14 19 17 -18 22 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=7.3466405413681661 -297.47962667468391 -107589.07380292339 -60.776831725135288 -6021.2157846408427 11828.361313920455 15864.861766567888 89665.148417721517 -22791.784121185879 -20968.874537955071 -20099.142013624238 -2163.9378954061835 148602.87967393664 95864.776000000013 -34001.258437500001 43717.267691532266 -61941.275686233108 8056.4512301394352 -48453.839015480327 22262.709283088236 55947.315685199064 -97858.788508064521 177842.02863948172 -10309.625724283855 89536.059524601078 57238.271658203128 -244088.88154761904 66107.865243902444 32058.603482633029 -25642.75053084936 86676.166873764116
leaf_weight=4075234 197488 31 39596 45 55 725 79 106 1197 492 1057 54 50 70 93 37 866 27 34 73 31 41 96 47 50 21 41 148 39 241
leaf_count=4075234 197488 31 39596 45 55 725 79 106 1197 492 1057 54 50 70 93 37 866 27 34 73 31 41 96 47 50 21 41 148 39 241
internal_value=0 -123.242 633.981 12693.6 -31217.5 16647.8 54940.3 10933.9 351.239 733.097 12371.1 21716.3 5802.51 173.618 32557.4 38752.5 -7325.3 31144.5 99789.6 52133.4 10101.3 84755.4 36292.7 4460.36 -19483.1 -52270 -18085.1 51264.4 57555.1 65896.2
internal_weight=0 242930 45442 1041 86 955 124 831 44401 42297 2701 1644 850 800 308 794 2104 706 88 238 104 134 669 214 167 117 1238 455 428 389
internal_count=4318164 242930 45442 1041 86 955 124 831 44401 42297 2701 1644 850 800 308 794 2104 706 88 238 104 134 669 214 167 117 1238 455 428 389
is_linear=0
shrinkage=0.1


Tree=3844
num_leaves=31
num_cat=0
split_feature=0 3 0 1 0 1 3 3 0 0 5 1 1 0 6 1 1 4 0 0 6 4 1 1 3 5 0 5 1 1
split_gain=3.89266e+11 4.0937e+12 1.41508e+13 3.1144e+13 4.9895e+13 5.40354e+13 1.15602e+14 1.77757e+14 1.09965e+14 6.45905e+13 5.91487e+13 5.89679e+13 1.09562e+14 1.0171e+14 8.23593e+13 9.36558e+13 6.64567e+13 5.84713e+13 5.3783e+13 5.72421e+13 5.7567e+13 5.30477e+13 5.03841e+13 4.7344e+13 1.25767e+14 4.83196e+13 4.54559e+13 4.3608e+13 4.17725e+13 4.156e+13
threshold=55.591389050000011 16.500000000000004 55.719391050000006 37.692869000000009 55.619594000000006 37.752451500000006 15.500000000000002 14.500000000000002 55.708120100000009 55.674875350000008 52.020000000000003 38.058342000000003 49.111504200000006 55.708120100000009 1.5000000000000002 37.832345550000007 39.262370300000008 2.5000000000000004 55.664473600000008 55.674875350000008 1.5000000000000002 2.5000000000000004 37.726745000000001 37.792847950000002 7.5000000000000009 26.005000000000006 55.674875350000008 43.810000000000009 37.971176850000006 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 23 6 7 9 18 29 -11 13 16 -7 17 -16 -13 -15 22 -20 -21 -17 -8 24 27 -26 -9 -5 -25 -6
right_child=1 -3 -4 4 5 11 8 26 -10 10 -12 12 -14 14 15 21 -18 -19 19 20 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=26.654668857822514 -3029.749504194951 193.7764108176402 -32.904698552958216 -64586.311090959818 -29294.11327353014 1340.808777599588 -45181.601547411483 70172.66101092576 -86988.117670641455 -4543.9220261138043 -39946.91191162826 -10779.478934005494 -56.681106522974773 53277.937670986576 1751.3431530623395 29381.242819309118 -41797.885939126776 184058.33525641027 -45934.750316448044 119754.38750122071 -13146.37441600453 89873.487584966468 6969.6703235862533 -42550.099789486296 -6714.0482769681494 23307.377217850033 188447.27091206398 -246863.93482142861 2842.2885491322218 13818.495906983691
leaf_weight=2414903 50697 558417 1237742 35 253 17857 233 133 266 1532 682 2323 16493 277 1765 801 983 39 888 40 176 177 904 212 650 3060 43 21 4638 1924
leaf_count=2414903 50697 558417 1237742 35 253 17857 233 133 266 1532 682 2323 16493 277 1765 801 983 39 888 40 176 177 904 212 650 3060 43 21 4638 1924
internal_value=0 -33.8201 -128.325 -1231.06 385.609 -877.261 -8944.41 526.93 -26198.3 -3422.84 -15449.5 524.359 -3387.19 4227.01 21075.3 15506.1 -20002.4 69418.6 -18982.8 -34704.4 11464.9 40329.2 -3717.44 7390.17 15802.4 18047.6 99069.3 -132940 858.126 8808.17
internal_weight=0 1.90326e+06 1.34484e+06 107102 56405 47789 7074 4567 2507 4391 2214 40715 19799 20916 3059 2743 3306 316 2241 1104 216 978 1137 8616 3766 3710 176 56 4850 2177
internal_count=4318164 1903261 1344844 107102 56405 47789 7074 4567 2507 4391 2214 40715 19799 20916 3059 2743 3306 316 2241 1104 216 978 1137 8616 3766 3710 176 56 4850 2177
is_linear=0
shrinkage=0.1


Tree=3845
num_leaves=31
num_cat=0
split_feature=5 3 3 1 1 2 1 2 1 4 0 0 0 1 0 2 1 1 3 0 0 1 1 4 3 3 3 4 2 2
split_gain=3.92726e+11 1.46376e+12 1.39495e+12 3.58665e+12 4.3597e+12 2.91449e+12 2.47182e+12 5.55917e+12 1.97227e+12 1.47456e+12 1.08353e+13 1.38795e+12 6.90465e+12 9.28952e+12 5.44111e+12 9.80457e+12 5.86761e+12 9.73429e+12 9.40212e+12 1.0824e+13 9.00159e+12 7.86917e+12 1.39968e+13 6.34913e+12 6.21927e+12 1.49784e+13 7.80899e+12 2.91385e+13 5.43692e+12 4.96567e+12
threshold=225.45000000000002 32.500000000000007 20.500000000000004 43.94115175000001 61.396377350000009 17.500000000000004 39.016372550000007 16.500000000000004 37.436176200000013 7.5000000000000009 55.74310830000001 56.009576300000013 55.899899800000007 37.889331900000009 56.143542450000005 2.5000000000000004 65.565203050000022 60.528664650000003 7.5000000000000009 56.876792350000009 60.052595500000002 57.550671000000001 56.135466100000009 2.5000000000000004 9.5000000000000018 11.500000000000002 7.5000000000000009 2.5000000000000004 2.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 9 7 8 -4 11 -11 12 -2 -14 15 -13 17 21 23 -20 -18 22 24 -19 26 -26 -16 -28 -23 -21
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 14 13 -15 16 -17 20 18 19 29 -22 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.94791238339829809 995.91025519120069 25085.595312500001 43445.525319602275 -58858.924158653856 3243.0814843749999 32801.28309536638 27474.690668402778 -22390.72757632607 1101.9975497159091 22795.774299568966 -72880.693125000005 -14041.041404371994 -77705.528049879809 -5960.2201138771197 6812.431053664156 66089.285430743243 63455.359981496717 -5057.0349705448862 -50944.963831018518 58206.305048076931 -4509.5905468750007 11553.319383655895 -75395.415376420468 -63924.76611156798 93726.189528245188 5336.3703365796237 27015.631157483553 -106084.9983836207 81857.320401278412 511.96441964285714
leaf_weight=4313902 3002 25 22 26 20 29 27 76 22 29 20 26 26 59 334 37 38 27 27 26 40 22 22 57 26 73 38 29 22 35
leaf_count=4313902 3002 25 22 26 20 29 27 76 22 29 20 26 26 59 334 37 38 27 27 26 40 22 22 57 26 73 38 29 22 35
internal_value=0 959.453 817.099 -7488.62 -31858.1 1213.49 137.189 -6013.75 22273.8 985.334 -16255.8 1198.35 200.106 -27905.8 4704.12 33019.6 2518 -238.795 -21072.6 1770.1 28601.5 6092.32 2669 -45003 6103.83 28549.9 562.297 -30595.1 46705.3 25103
internal_weight=0 4262 4237 193 46 4044 147 120 44 4015 49 3966 3087 85 879 63 816 738 172 88 78 566 522 84 500 99 401 67 44 61
internal_count=4318164 4262 4237 193 46 4044 147 120 44 4015 49 3966 3087 85 879 63 816 738 172 88 78 566 522 84 500 99 401 67 44 61
is_linear=0
shrinkage=0.1


Tree=3846
num_leaves=31
num_cat=0
split_feature=1 3 5 2 5 5 1 0 0 3 3 6 3 1 5 0 0 6 1 3 2 5 5 1 1 5 3 3 0 0
split_gain=3.92966e+11 5.3371e+12 7.81342e+12 7.98633e+12 6.24098e+12 4.99921e+12 4.68197e+12 1.03871e+13 9.91158e+12 1.03497e+14 4.27969e+13 5.11771e+13 1.35502e+14 7.58528e+13 3.98323e+13 2.91416e+13 2.82214e+13 8.34745e+13 4.69061e+13 3.70376e+13 2.8665e+13 2.62192e+13 2.53652e+13 2.28108e+13 2.14838e+13 1.9914e+13 1.54534e+13 6.08484e+13 1.10929e+14 8.88088e+13
threshold=30.305955500000003 26.500000000000004 70.00500000000001 22.500000000000004 49.505000000000003 83.010000000000005 30.259484550000003 59.755965500000009 59.846652800000008 23.500000000000004 19.500000000000004 1.5000000000000002 11.500000000000002 30.278357500000002 36.005000000000003 59.834458500000004 59.896318000000008 1.5000000000000002 30.278357500000002 24.500000000000004 5.5000000000000009 30.025000000000002 61.020000000000003 30.278357500000002 30.278357500000002 40.205000000000005 11.500000000000002 13.500000000000002 59.950068600000009 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -4 -1 -8 9 10 11 14 22 -14 -9 -11 17 18 -10 23 -20 -15 -13 -19 -24 -17 -18 28 -28 -30
right_child=-2 2 5 -5 -6 -7 7 8 16 15 -12 12 13 21 -16 25 26 19 20 -21 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=79.772057526771249 6.1632527927919503 13247.619322313174 -49251.669437184057 -11497.629963250412 43092.039040141863 13755.931884765625 -32338.983834696264 21935.029503880971 -119653.04122100514 -8735.4561481584824 90342.213846153856 -1851.3710345467546 -29975.179488699781 29511.45936104911 -21123.891474505486 -85647.672616525437 1629.933800806102 146.23970915384231 13096.689717824836 70832.159150941923 -70310.141894531247 134454.29840801886 3051.460855263158 -17711.683863802493 106824.28372860863 -192141.13525000002 97780.730498417732 -92.496951398339647 -53823.146410010988 -8989.5288894761015
leaf_weight=138608 4145141 267 34 95 95 20 107 309 97 35 65 713 42 28 705 59 15001 1723 76 62 90 159 38 1223 42 25 79 11167 642 1417
leaf_count=138608 4145141 267 34 95 95 20 107 309 97 35 65 713 42 28 705 59 15001 1723 76 62 90 159 38 1223 42 25 79 11167 642 1417
internal_value=0 -147.654 10057 14307.6 21079.7 -25915.5 -177.882 -1231.23 -1132.75 5325.9 10464.5 7914.4 23706.6 91465.5 -8002.39 -85399 -1586.82 -10381.1 -64406.5 -5657.52 -32123.9 118741 4139.4 -7267.28 57532.2 -117342 -570.558 -3051.55 -18507 -22968.7
internal_weight=0 173023 511 457 362 54 172512 33904 33797 2220 2101 2036 1022 229 1014 119 31577 3271 263 3008 166 187 793 2946 80 84 28306 13305 2138 2059
internal_count=4318164 173023 511 457 362 54 172512 33904 33797 2220 2101 2036 1022 229 1014 119 31577 3271 263 3008 166 187 793 2946 80 84 28306 13305 2138 2059
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=31
num_cat=0
split_feature=1 1 3 1 0 0 5 3 6 5 5 5 5 5 6 0 0 3 0 0 3 4 0 0 1 0 1 3 3 6
split_gain=4.11037e+11 5.38924e+12 1.46407e+13 1.19673e+13 1.28157e+13 1.33966e+13 1.28064e+13 1.16728e+13 1.04502e+13 1.01518e+13 1.31355e+13 1.15536e+13 1.1346e+13 9.69593e+12 1.07951e+13 9.60743e+12 9.54599e+12 3.32343e+13 1.89399e+13 2.76096e+13 3.22258e+13 2.59939e+13 2.49704e+13 2.93898e+13 2.93756e+13 2.302e+13 3.23362e+13 2.14865e+13 2.10156e+13 1.81853e+13
threshold=39.011252750000004 39.027779200000005 21.500000000000004 39.021425200000003 45.053747000000008 45.098908000000009 118.33500000000002 18.500000000000004 1.5000000000000002 112.04500000000002 64.805000000000021 67.00500000000001 60.905000000000008 81.910000000000011 1.5000000000000002 45.029420750000007 45.112033650000008 12.500000000000002 45.087005000000012 45.098908000000009 6.5000000000000009 2.5000000000000004 45.073740550000004 45.070824200000011 39.021425200000003 45.084117700000007 39.016372550000007 6.5000000000000009 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 9 6 8 16 -6 10 12 -12 -4 -9 -15 -5 18 -18 22 21 -21 -20 23 -2 25 26 -24 -27 -23 -29
right_child=1 -3 3 15 5 -7 -8 13 -10 -11 11 -13 -14 14 -16 -17 17 -19 19 20 -22 28 24 -25 -26 27 -28 29 -30 -31
leaf_value=42.041759821258509 -976.13685147104138 -4.0205503449004807 -2908.192683850692 9273.1009611662448 -16784.792237838275 -50456.489802009834 93515.402752976195 -8084.3922908312934 17323.046632401583 -38861.764824538935 63619.945072798291 10315.404379978465 -63631.214160156254 -2556.9198660714287 -76973.094673295462 -28213.921552953831 -6688.4753580681418 32218.751281138593 10046.291510218809 4438.712395110766 -16727.768979479602 22285.395008942021 12350.820512894283 13095.450569386248 15127.335027672107 5636.9341461391223 -15850.873806231068 -48037.875432586676 101145.73761307566 -7649.6983341755695
leaf_weight=1511504 24024 2756878 801 111 97 31 21 1542 1215 61 44 536 32 35 44 178 5318 229 2365 2783 970 83 454 1582 574 1711 3892 128 57 864
leaf_count=1511504 24024 2756878 801 111 97 31 21 1542 1215 61 44 536 32 35 44 178 5318 229 2365 2783 970 83 454 1582 574 1711 3892 128 57 864
internal_value=0 -22.6413 -1053.84 5570.32 7544.45 14530.1 16041.4 -1497.81 14801.4 1080.13 2804.44 14359.2 -5240.89 -9834.94 -44003.9 -13815.8 -1197.72 -5082.25 -652.034 4394.61 -1031.97 12524.7 -1602.47 -106.76 -6626.61 -8398.03 -12904.8 -1151.83 54392.8 -12861.1
internal_weight=0 2.80666e+06 49782 3127 2838 1364 1333 46655 1312 1474 1413 580 833 1621 79 289 45034 5547 39487 6258 3753 2505 33229 25606 7623 7049 4346 2703 140 992
internal_count=4318164 2806660 49782 3127 2838 1364 1333 46655 1312 1474 1413 580 833 1621 79 289 45034 5547 39487 6258 3753 2505 33229 25606 7623 7049 4346 2703 140 992
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=31
num_cat=0
split_feature=0 1 1 3 3 5 1 5 1 1 3 5 1 3 3 6 1 1 5 5 2 1 1 3 3 3 1 1 5 1
split_gain=3.81062e+11 4.61999e+12 8.05434e+12 1.035e+13 1.35878e+13 9.58711e+12 1.22194e+13 7.2506e+12 5.93711e+12 1.92748e+13 1.90544e+13 1.01744e+13 1.00756e+13 5.75481e+12 5.33184e+12 5.31756e+12 1.117e+13 1.34167e+13 4.79521e+12 4.72647e+12 4.70977e+12 4.6972e+12 1.22059e+13 1.04064e+13 7.6282e+12 6.68198e+12 5.94223e+12 4.70923e+12 4.28406e+12 4.25207e+12
threshold=63.563300600000012 53.664171200000006 38.058342000000003 8.5000000000000018 3.5000000000000004 63.145000000000003 40.247294600000011 67.990000000000023 65.659480050000013 78.608766650000021 7.5000000000000009 59.810000000000009 86.192907650000009 2.5000000000000004 2.5000000000000004 1.5000000000000002 53.243495500000009 40.247294600000011 81.910000000000011 31.415000000000003 8.5000000000000018 59.76223980000001 57.550671000000001 5.5000000000000009 4.5000000000000009 8.5000000000000018 54.845880150000006 55.912026600000011 72.010000000000005 33.101335500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 4 -4 15 28 8 14 10 13 -12 -11 -10 -3 -6 17 -17 -8 -18 21 22 24 -23 27 -24 -26 -16 -7 -2
right_child=1 7 3 -5 5 6 18 -9 9 12 11 -13 -14 -15 20 16 19 -19 -20 -21 -22 23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-1.7290096274058866 2398.2530436901338 14609.726264198081 -18723.461288174716 1417.2499145513007 23777.361933976717 17011.665159254808 55677.721466804272 -7553.3736183532419 -29883.465234375002 -43704.824736120354 53455.753806515961 138614.05935546875 3393.054401771562 23954.1270531064 -32866.087919441597 28815.946259307864 247.9959129782284 -13659.248240707862 15364.320091488487 25025.0832399016 -19751.95164227553 -3116.8168624275986 27050.798346788193 -29943.191629968802 3111.3758741808833 5815.4537323701225 -6548.3981572438979 -4724.131115209645 -42946.755601917619 -7729.0105920502647
leaf_weight=4303585 752 206 132 2755 255 26 132 1397 26 47 47 20 1353 84 122 96 102 330 38 314 142 1597 225 159 1712 434 1014 116 22 924
leaf_count=4303585 752 206 132 2755 255 26 132 1397 26 47 47 20 1353 84 122 96 102 330 38 314 142 1597 225 159 1712 434 1014 116 22 924
internal_value=0 510.387 2676.23 5014.04 11862.1 14932.3 34086.1 -952.756 309.711 5742.9 36835.5 78876.1 1811.91 11228.9 -1186.38 11126 7294.48 -4087.37 46666.5 18949.9 -1775.77 -1301.22 756.079 -5545.86 -1980.79 13065.8 -481.805 -19149.8 -10469.3 -3185.04
internal_weight=0 14579 5878 4202 1447 1315 218 8701 7304 1577 177 67 1400 110 5727 1097 842 426 170 416 5521 5379 3623 1756 2964 659 2726 238 48 1676
internal_count=4318164 14579 5878 4202 1447 1315 218 8701 7304 1577 177 67 1400 110 5727 1097 842 426 170 416 5521 5379 3623 1756 2964 659 2726 238 48 1676
is_linear=0
shrinkage=0.1


Tree=3849
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 1 1 3 2 5 2 3 5 4 2 5 2 0 1 1 5 6 5 5 5 4 2 5 3 5
split_gain=3.76536e+11 2.14855e+12 1.19591e+13 7.24291e+12 6.30069e+12 7.49395e+12 9.41961e+12 8.0484e+12 8.29811e+12 9.50876e+12 5.82535e+12 5.6512e+12 4.99656e+12 6.8274e+12 6.62414e+12 5.84049e+12 4.86927e+12 4.69759e+12 6.78361e+12 5.98841e+12 5.82009e+12 4.59916e+12 4.46793e+12 5.77095e+12 4.42634e+12 9.93771e+12 4.34342e+12 4.19862e+12 4.17647e+12 6.09409e+12
threshold=83.000022850000008 56.301440000000007 56.501468900000013 39.995000000000012 13.500000000000002 86.192907650000009 93.043229050000022 3.5000000000000004 4.5000000000000009 90.015000000000015 1.5000000000000002 3.5000000000000004 55.990000000000002 2.5000000000000004 9.5000000000000018 79.010000000000005 8.5000000000000018 61.785186750000001 114.17164950000002 93.043229050000022 58.755000000000003 1.5000000000000002 70.00500000000001 66.990000000000023 49.010000000000012 2.5000000000000004 2.5000000000000004 58.995000000000012 5.5000000000000009 63.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 10 -9 -8 -4 17 -15 -16 21 18 26 -19 -20 -6 23 -22 -12 -26 -14 -13 -21 -30
right_child=1 2 12 4 16 6 11 8 -10 -11 24 27 13 14 15 -17 -18 19 20 28 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=11.107445399082911 -112.54006943188506 -956.34952191283651 1601.6034183075262 -32059.959972656252 15010.23080549569 -48861.735016741077 53454.546881734917 1562.2798389668369 12632.077903091755 94853.572453703717 17135.425692471592 2616.9992022156716 -29681.20567814754 484.4703023847149 -5373.0259813262201 -62892.948235887096 9960.0713833512928 -25330.210807291667 -7868.9534673455055 -9815.4768991831188 -26843.901599828067 -31250.270726656629 16442.439434523811 -76264.694005408659 74787.379102240666 15671.852618018616 16104.936151242726 16290.697122436524 -5984.7878090994709 15428.285838055175
leaf_weight=3782924 520227 708 7157 25 29 28 29 49 235 27 55 512 26 3732 41 31 116 108 267 296 259 83 21 26 72 47 102 400 259 273
leaf_count=3782924 520227 708 7157 25 29 28 29 49 235 27 55 512 26 3732 41 31 116 108 267 296 259 83 21 26 72 47 102 400 259 273
internal_value=0 -78.5042 1100.9 7547.16 11074.1 13459.5 8295.39 23271.3 26123.4 38805.3 32019.1 9996.14 -134.832 -2418.91 -95.1452 -30138.5 -4399.59 -7818.79 -14008.8 -3182.89 -18658.2 -19272.1 -28072.4 -31352.5 40596.1 51439.2 6804.63 8614.24 -294.105 5003.5
internal_weight=0 535240 15013 2415 1707 1479 969 510 485 250 223 941 12598 5441 3804 72 228 1637 701 936 573 112 306 285 174 119 128 912 828 532
internal_count=4318164 535240 15013 2415 1707 1479 969 510 485 250 223 941 12598 5441 3804 72 228 1637 701 936 573 112 306 285 174 119 128 912 828 532
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 5 3 3 1 3 2 0 1 1 3 1 1 2 5 2 6 3 1 1 1 5 0 3 5 5
split_gain=3.98795e+11 8.73845e+12 4.96402e+13 4.09809e+13 4.81937e+13 4.40554e+13 4.06752e+13 4.04927e+13 1.32711e+14 2.94544e+13 2.85304e+13 2.71947e+13 8.55405e+13 8.46092e+13 2.66204e+13 3.78177e+13 9.84478e+13 4.82162e+13 7.47035e+13 7.63923e+13 4.74225e+13 4.55791e+13 4.22873e+13 9.78956e+13 1.30101e+14 6.41963e+13 6.8275e+13 6.76752e+13 6.08233e+13 8.48111e+13
threshold=55.769960200000007 55.806974650000008 37.39371280000001 36.761894450000007 55.777112100000004 94.040000000000006 6.5000000000000009 25.500000000000004 37.362912300000012 8.5000000000000018 4.5000000000000009 55.793358600000012 37.098288800000006 37.328003200000005 13.500000000000002 37.855187800000003 37.944765900000007 3.5000000000000004 78.710000000000022 2.5000000000000004 1.5000000000000002 4.5000000000000009 37.582182450000005 37.533784800000006 37.503486000000002 53.005000000000003 55.784980300000008 12.500000000000002 55.990000000000002 58.305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 10 8 11 -8 -5 12 -6 -13 15 17 20 18 -4 21 -17 -20 23 24 25 27 -27 -19 -28 -30
right_child=1 -3 14 4 5 -7 9 -9 -10 -11 -12 13 -14 -15 -16 16 -18 22 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=22.981842509302396 -56701.302707837982 20.64354595066726 -4063.7938970561299 23750.580471969439 234484.85205965908 -77770.478357712767 -31079.731245411334 -12537.70751206342 109813.71176208858 880.09169051235949 136202.01516927083 16399.647692952938 30908.975853176464 -132365.29807692309 -3317.9512854904842 24263.192715186407 -879.87257838079722 -25297.682265408523 209057.02166193182 -33097.621553548175 -45158.950789654009 58560.83533914858 15010.936269795404 -23872.291249684982 52182.971181169407 -43995.019294507576 137390.98481971154 141745.72690625 -106618.50749198718 54456.00952051748
leaf_weight=2747102 92 1473068 6784 91 22 47 415 340 169 945 30 1939 334 39 41925 114 35559 812 22 96 719 236 5148 1085 601 99 65 25 39 202
leaf_count=2747102 92 1473068 6784 91 22 47 415 340 169 945 30 1939 334 39 41925 114 35559 812 22 96 719 236 5148 1085 601 99 65 25 39 202
internal_value=0 -40.1852 -954.577 9348.84 10739 18255.9 -3929.13 19843.3 24241.9 -8872.35 51631.1 18045.8 43489.5 13466.5 -1446.22 74.3798 -1675.94 4261.15 -1726.89 43057.2 -35658.2 71393.8 9553.7 -41.2042 13988.5 -4493.7 28189.9 -20308.3 51543.8 28390
internal_weight=0 1.57106e+06 97994 4463 4371 2890 1481 2843 2503 1360 121 2334 356 1978 93531 51606 36392 15214 7138 354 833 258 8076 2928 1843 1242 405 837 306 241
internal_count=4318164 1571062 97994 4463 4371 2890 1481 2843 2503 1360 121 2334 356 1978 93531 51606 36392 15214 7138 354 833 258 8076 2928 1843 1242 405 837 306 241
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=31
num_cat=0
split_feature=5 4 0 0 3 0 0 3 3 3 2 1 2 3 0 5 6 3 2 4 0 2 3 1 0 4 6 1 3 0
split_gain=3.83769e+11 3.2304e+12 9.68794e+12 2.30302e+13 2.83214e+13 1.57627e+13 2.0022e+13 3.16907e+13 3.87181e+13 4.09216e+13 2.36974e+13 1.93666e+13 1.94553e+13 4.20089e+13 2.80099e+13 1.72545e+13 2.92556e+13 1.69139e+13 2.67033e+13 1.78356e+13 1.83697e+13 1.67715e+13 1.61342e+13 1.78202e+13 1.54337e+13 1.83888e+13 1.66117e+13 1.42385e+13 2.96457e+13 2.08506e+13
threshold=87.395000000000024 2.5000000000000004 53.204054050000003 50.973130900000008 22.500000000000004 55.013931500000005 55.02863030000001 9.5000000000000018 15.500000000000002 16.500000000000004 2.5000000000000004 37.362912300000012 4.5000000000000009 6.5000000000000009 54.762542150000009 103.45000000000002 1.5000000000000002 15.500000000000002 8.5000000000000018 1.5000000000000002 53.37994195000001 7.5000000000000009 11.500000000000002 44.660994650000006 47.228519500000004 1.0000000180025095e-35 1.5000000000000002 36.585378200000001 10.500000000000002 47.272352350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 -5 11 7 10 -9 -10 -7 12 14 -14 -4 16 -15 22 -19 -20 -21 -11 23 -13 -2 -26 -27 28 -28 -29
right_child=1 -3 5 4 -6 6 -8 8 9 21 -12 17 13 15 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=7.2786290139916305 1327.3064050556616 -6.0996699610663256 -20532.247161212657 14783.77584264908 107381.31711635046 164073.89525 -2202.1068713848786 -45813.056087605335 115094.49276928192 73713.410919570932 30124.928913225449 -81302.665443313948 150099.97809244794 65727.244266036185 83795.925041852694 -24216.578585219111 -24403.773306169183 25885.004894640038 5250.0467624240455 -9936.9315015889842 -87005.908363882219 -7227.1831657409675 -51860.592817460732 -14881.309576672622 52068.303001644737 -94885.383761160716 -117628.51033653846 -43689.129571368248 -13921.005356549202 7062.9843553421888
leaf_weight=4075234 6791 220606 318 587 35 25 12021 89 47 32 28 43 24 95 28 87 58 193 108 59 65 128 188 666 38 28 39 111 94 299
leaf_count=4075234 6791 220606 318 587 35 25 12021 89 47 32 28 43 24 95 28 87 58 193 108 59 65 128 188 666 38 28 39 111 94 299
internal_value=0 -122.101 -1268.43 1513.12 19994.2 -2828.6 -1516.6 22095.1 9344.02 33058.9 93308.4 -11229 3510.26 23955.4 -12089.5 11340.9 31559.9 -18030 -1597.3 -24459.7 -50336 8960.94 -25815.8 -18909.7 -40.298 -15290.5 -19773.3 -15900.1 -44331.5 -6677.22
internal_weight=0 242930 22324 8022 622 14302 12370 349 296 207 53 1932 610 264 346 240 153 1322 425 232 124 160 897 709 7400 609 571 543 133 410
internal_count=4318164 242930 22324 8022 622 14302 12370 349 296 207 53 1932 610 264 346 240 153 1322 425 232 124 160 897 709 7400 609 571 543 133 410
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=31
num_cat=0
split_feature=5 4 3 2 2 2 2 3 1 1 4 1 0 0 2 1 0 2 6 4 0 0 1 4 1 1 1 1 1 0
split_gain=3.91615e+11 1.38582e+12 1.19944e+12 1.24297e+12 3.36232e+12 3.56589e+12 1.3276e+12 6.58772e+12 4.96999e+12 4.00247e+13 9.53289e+12 1.13885e+13 9.38609e+12 3.10619e+13 1.04155e+13 9.052e+12 1.25156e+13 4.59068e+12 8.66542e+12 1.51721e+13 6.71425e+12 9.32514e+12 9.65452e+12 1.12016e+13 1.73368e+13 1.4391e+13 2.15384e+13 1.15266e+13 8.32182e+12 8.22985e+12
threshold=225.45000000000002 8.5000000000000018 32.500000000000007 24.500000000000004 23.500000000000004 21.500000000000004 6.5000000000000009 21.500000000000004 43.574807850000006 44.660994650000006 2.5000000000000004 39.188277450000008 55.946414150000003 55.708120100000009 9.5000000000000018 39.704585000000002 45.022371150000005 4.5000000000000009 1.5000000000000002 2.5000000000000004 53.719078300000007 55.002082750000007 65.565203050000022 2.5000000000000004 37.516458750000005 37.342273500000012 44.005491150000005 49.177301950000007 40.247294600000011 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 17 10 -10 11 -8 13 14 -12 16 -16 -2 19 -19 -20 -22 23 24 -23 -25 -27 -28 -26 -24
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11 12 -13 -14 -15 15 -17 -18 18 20 -21 21 22 29 25 28 26 27 -29 -30 -31
leaf_value=-0.94656922589147341 2243.3391492039077 -25303.284960937501 22921.103437500002 -21279.092499999999 37648.786578125 -37569.076432291673 -8393.8781517767147 -55666.121502976195 132968.88090444714 4318.5976469359648 54334.181788429065 -73091.740234375 -41729.703361742431 131633.68764880951 -57893.47148321243 61232.845625000009 3403.1310483186144 -9374.7524952168369 12001.088937213857 -109338.39489524148 -59902.566427951388 -70688.146816406253 182.55877343750001 33779.625337357953 80955.156343750015 -147868.681796875 22512.79122596154 -62208.877899751213 6270.0371832770279 68695.774750434022
leaf_weight=4313902 2686 20 25 25 25 24 155 21 26 346 37 33 33 21 42 20 161 49 186 22 36 20 50 22 25 20 26 42 37 27
leaf_count=4313902 2686 20 25 25 25 24 155 21 26 346 37 33 33 21 42 20 161 49 186 22 36 20 50 22 25 20 26 42 37 27
internal_value=0 958.095 1081.91 952.44 1085.02 865.658 1088.31 162.705 4550.31 13310.3 -1941.14 -19750.4 8721.74 14646.6 5197.69 -2955 -9278.92 523.667 -7695.26 -40349.4 -2973.38 -12105.4 -5708.7 -17706 10269.6 -38560.6 -56645.6 -29815.3 36385 24206.7
internal_weight=0 4262 4242 4217 4192 4167 4143 3269 874 372 502 188 314 281 260 223 203 3248 562 71 491 305 269 192 82 110 88 68 62 77
internal_count=4318164 4262 4242 4217 4192 4167 4143 3269 874 372 502 188 314 281 260 223 203 3248 562 71 491 305 269 192 82 110 88 68 62 77
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 3 1 5 2 3 2 5 4 5 5 5 2 2 3 5 2 5 2 1 5 2 5 4 5 1
split_gain=3.87384e+11 4.67101e+12 1.81714e+13 4.00858e+13 3.50394e+13 3.4124e+13 3.34295e+13 2.75167e+13 3.11599e+13 2.75513e+13 4.14356e+13 2.68997e+13 2.56024e+13 5.46866e+13 4.13456e+13 2.74841e+13 2.80537e+13 2.55297e+13 7.07137e+13 6.77315e+13 9.54203e+13 5.54684e+13 4.46078e+13 2.47814e+13 4.24721e+13 2.34011e+13 5.18082e+13 9.11032e+13 9.13937e+13 3.42698e+13
threshold=44.580511600000001 39.726951800000002 15.500000000000002 12.500000000000002 39.704585000000002 21.500000000000004 39.718803500000007 55.005000000000003 13.500000000000002 14.500000000000002 11.500000000000002 53.995000000000012 2.5000000000000004 109.05000000000001 91.050000000000011 39.995000000000012 2.5000000000000004 10.500000000000002 13.500000000000002 50.805000000000007 11.500000000000002 61.405000000000008 6.5000000000000009 39.694727950000008 43.405000000000008 1.5000000000000002 100.05000000000001 2.5000000000000004 107.05000000000001 39.666208800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 25 7 -4 -6 11 9 -9 -11 23 15 14 -14 -8 -17 18 -18 20 -19 -20 -23 -5 -25 26 -1 -28 -29 -30
right_child=-2 -3 5 4 6 -7 12 8 -10 10 -12 -13 13 -15 -16 16 17 19 21 -21 -22 22 -24 24 -26 -27 27 28 29 -31
leaf_value=3096.3706822365752 5.6320792021721431 177.20002763276358 -12936.307905620364 -151.94547130271656 -39778.148018415181 12906.891188233978 -20059.523964707172 58830.38044793802 164337.68892045456 34111.412920587718 -121752.68985224185 -89584.831445312506 -39241.529104662703 61025.189639136908 -204273.55609375003 -59623.336108398442 -51198.647901348042 -163816.23929687502 111193.01061795391 100002.36937500001 49588.337642045459 -122989.4390234375 57127.330459872159 9873.9022775036556 90914.652696814912 -2358.1992969633952 259700.92218749999 220770.149329723 -48475.507857019766 55213.001699218752
leaf_weight=5063 4170694 108637 2741 329 175 628 143 244 22 66 23 24 63 42 20 32 51 40 158 45 44 20 44 171 104 28371 20 22 68 60
leaf_count=5063 4170694 108637 2741 329 175 628 143 244 22 66 23 24 63 42 20 32 51 40 158 45 44 20 44 171 104 28371 20 22 68 60
internal_value=0 -159.284 -1100.61 -433.884 13856.4 -8118.99 -674.734 26820.6 49073.5 41458.4 -6168.07 14241.3 9073.27 -31957 -79008.3 17962 30489.8 37663 54986 1002.67 -52032.9 79379.8 840.84 18366.8 40522 -1224.86 4919.61 59220 32489.3 128.481
internal_weight=0 147470 38833 35464 1860 3369 877 983 355 333 89 628 702 125 83 577 434 402 273 129 84 222 64 604 275 33604 5233 170 150 128
internal_count=4318164 147470 38833 35464 1860 3369 877 983 355 333 89 628 702 125 83 577 434 402 273 129 84 222 64 604 275 33604 5233 170 150 128
is_linear=0
shrinkage=0.1


Tree=3854
num_leaves=31
num_cat=0
split_feature=0 1 1 3 1 3 3 5 5 5 4 5 1 3 1 1 2 5 5 1 5 5 5 6 5 2 5 5 5 2
split_gain=4.11735e+11 1.56971e+13 4.10882e+13 5.4145e+13 4.96899e+13 4.71245e+13 4.11284e+13 3.85343e+13 6.72976e+13 6.79988e+13 5.72897e+13 5.11942e+13 4.26658e+13 3.69032e+13 3.96852e+13 4.31053e+13 3.51008e+13 3.35792e+13 3.42786e+13 3.2247e+13 8.28317e+13 2.96393e+13 2.73955e+13 2.6344e+13 3.30695e+13 4.38057e+13 2.50115e+13 4.88947e+13 2.4469e+13 2.38885e+13
threshold=43.592450450000008 39.726951800000002 39.787929450000007 6.5000000000000009 39.863684800000009 24.500000000000004 4.5000000000000009 81.910000000000011 74.610000000000014 65.905000000000015 2.5000000000000004 69.610000000000014 39.739656000000004 7.5000000000000009 39.739656000000004 39.753614400000011 5.5000000000000009 39.995000000000012 47.815000000000005 39.753614400000011 105.35000000000001 45.985000000000007 35.985000000000007 1.5000000000000002 59.810000000000009 3.5000000000000004 54.990000000000002 69.610000000000014 49.995000000000012 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 13 7 8 9 -3 -9 -11 -13 14 17 21 22 -5 -19 -12 -21 -16 -15 24 28 -26 -17 -28 -24 -29
right_child=-2 2 4 5 -6 -7 -8 10 -10 11 19 12 -14 16 15 26 -18 18 -20 20 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=-4723.0333617866436 4.2658251235247668 4777.6389150626856 -25647.826831491213 19883.823976934524 -305.46146859910891 -111280.43884698277 -9942.3581349222659 191428.43888888892 -110678.66682942708 192089.19422679229 -45786.522676809211 111387.64017857144 -79846.921152343755 27374.586336284669 1667.068965547579 28612.68836987446 21190.343669230351 243681.46284179689 91861.192834051733 203725.59051339288 -12698.44619140625 -123059.9769021739 36751.81141237745 -14176.973029548892 8408.9202812500007 199637.23865064539 215730.43802083336 104886.46474609376 -78293.481788793099 -22834.982233796298
leaf_weight=7075 4237296 1558 783 42 65158 29 2260 27 48 34 38 28 20 282 111 173 1946 20 58 28 48 23 51 868 25 23 24 32 29 27
leaf_count=7075 4237296 1558 783 42 65158 29 2260 27 48 34 38 28 20 282 111 173 1946 20 58 28 48 23 51 868 25 23 24 32 29 27
internal_value=0 -223.519 207.877 7046.03 -606.383 15702.3 -920.109 10228.2 6033.14 9449.09 60450.1 98206.7 31706.6 16688.5 41683.7 26210.3 12734.5 91972.5 130789 29429 67036.7 -19741.3 -141.055 -7931.63 34419.6 100039 50263.1 95389.8 -4952.11 46437.7
internal_weight=0 80868 73793 7852 65941 3763 4089 1829 1688 1640 141 82 48 3734 510 390 3224 120 78 114 76 134 1278 996 128 48 256 83 80 59
internal_count=4318164 80868 73793 7852 65941 3763 4089 1829 1688 1640 141 82 48 3734 510 390 3224 120 78 114 76 134 1278 996 128 48 256 83 80 59
is_linear=0
shrinkage=0.1


Tree=3855
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 2 0 4 3 3 3 3 5 5 5 5 2 5 5 5 4 3 5 5 3 3 5 3 5 5
split_gain=3.8533e+11 8.25016e+12 2.10202e+13 1.96596e+13 2.88809e+13 2.70755e+13 4.0187e+13 3.8425e+13 3.43714e+13 4.72984e+13 2.90454e+13 2.4809e+13 2.47378e+13 2.41541e+13 2.32559e+13 2.28834e+13 3.0781e+13 2.23959e+13 2.60704e+13 2.11804e+13 3.02561e+13 2.00333e+13 1.86313e+13 3.77273e+13 1.85563e+13 1.77067e+13 3.00938e+13 2.97886e+13 2.92531e+13 2.52831e+13
threshold=50.388877400000005 49.964253350000007 53.355366400000001 1.5000000000000002 53.204054050000003 5.5000000000000009 53.204054050000003 3.5000000000000004 15.500000000000002 13.500000000000002 24.500000000000004 9.5000000000000018 56.505000000000003 125.85000000000001 120.05000000000001 66.990000000000023 17.500000000000004 107.05000000000001 101.05000000000001 118.33500000000002 2.5000000000000004 15.500000000000002 137.05000000000004 161.85000000000002 16.500000000000004 21.500000000000004 66.990000000000023 7.5000000000000009 76.00500000000001 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 25 19 8 12 9 11 17 13 -8 -7 21 -12 -17 18 -10 -5 -21 -14 -22 -24 -16 26 -3 -28 -29 -27
right_child=-2 2 -4 5 -6 6 7 -9 10 -11 15 -13 14 -15 24 16 -18 -19 -20 20 22 -23 23 -25 -26 29 27 28 -30 -31
leaf_value=-0.78630679394778502 -36.434317291573088 2628.4815828309984 -10131.81974346244 1249.4688015033068 -7277.9217830314001 9444.9681687903776 5088.0027397481072 54676.192676466344 -18156.04402588732 59744.799265971931 1271.673690257353 -8320.2123463705539 10902.220419841688 94826.237454044123 3422.2425107758627 12097.014843750001 177877.15349702383 56055.247617187502 -133198.67640625002 -123588.99453125001 -37796.67361742424 27544.599039050514 53072.839185138087 -52976.192526633531 -87212.127364864864 6125.5155533561656 87698.262917045708 51956.348156801534 4534.1248877503813 -14192.1298793103
leaf_weight=2531657 1735873 1853 1562 26504 5401 1300 4456 196 1306 152 85 1172 1606 34 58 24 21 40 20 28 165 1316 86 55 37 1408 73 193 399 1084
leaf_count=2531657 1735873 1853 1562 26504 5401 1300 4456 196 1306 152 85 1172 1606 34 58 24 21 40 20 28 165 1316 86 55 37 1408 73 193 399 1084
internal_value=0 24.492 1288.38 1651.9 -2205.2 2690.57 6677.72 10968.6 -1243.92 5580.31 -13368.8 2295 9822.22 11621.1 16814.5 31798.8 89461.1 -17667.3 -19891.2 934.107 -24090.9 18397.6 -14986.5 11706.2 -31877.5 3263.41 9177.62 27426.6 19994.4 -2712.5
internal_weight=0 2.58229e+06 50634 49072 10411 38661 11823 7669 4154 2658 1496 2506 7473 1334 3017 130 45 1366 1326 26838 334 2922 306 141 95 5010 2518 665 592 2492
internal_count=4318164 2582291 50634 49072 10411 38661 11823 7669 4154 2658 1496 2506 7473 1334 3017 130 45 1366 1326 26838 334 2922 306 141 95 5010 2518 665 592 2492
is_linear=0
shrinkage=0.1


Tree=3856
num_leaves=31
num_cat=0
split_feature=5 3 2 1 0 0 3 3 0 1 0 2 4 0 2 5 5 0 1 3 3 2 3 1 1 0 6 1 3 4
split_gain=3.7345e+11 2.27336e+12 1.68197e+13 1.38697e+13 9.0706e+12 1.95482e+13 2.07104e+13 1.45809e+13 1.64006e+13 1.60896e+13 1.59987e+13 1.33822e+13 3.93106e+13 1.89171e+13 3.50687e+13 2.93033e+13 2.62756e+13 3.03763e+13 2.56162e+13 2.3908e+13 2.24683e+13 2.31807e+13 2.05565e+13 2.00319e+13 1.89664e+13 1.96888e+13 1.74915e+13 2.13005e+13 2.1762e+13 3.37567e+13
threshold=142.05000000000004 11.500000000000002 10.500000000000002 39.041623000000008 55.551692500000009 55.193434200000006 16.500000000000004 15.500000000000002 43.465905150000005 82.940215400000014 53.355366400000001 13.500000000000002 1.0000000180025095e-35 56.819808050000006 11.500000000000002 161.85000000000002 150.04500000000004 56.663136550000011 60.628582700000003 15.500000000000002 24.500000000000004 10.500000000000002 22.500000000000004 49.201680550000006 37.726745000000001 55.812836050000008 1.5000000000000002 65.58467570000002 13.500000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 9 -9 -3 -11 12 -6 16 20 19 17 24 23 -16 21 26 -19 -18 -14 -26 -15 28 -28 -30
right_child=1 4 3 -5 11 6 -8 8 -10 10 -12 -13 13 14 15 -17 18 22 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=2.041559498195924 -903.78203664888451 17405.742488845641 17948.917559523812 -79185.870440051018 -149229.38625000001 102217.34308307926 -3341.224258961397 48307.700849755136 -1699.2071585250269 64356.778693181826 -26808.021020032218 5614.4836146704683 39954.371370967739 40381.060763806061 -177509.23423295456 9668.5022281568872 -5665.2064901410522 -170513.21189516131 70140.294120065795 -50762.833129617444 -54238.310018382355 67807.313775551156 -40477.249921875002 -69988.244012661642 -132970.85253018467 -24136.759489889708 36676.460433981607 -87191.128327546292 -27995.398582130143 55971.586702473964
leaf_weight=4297453 13922 988 21 49 20 41 34 67 3104 22 154 891 31 131 22 49 293 31 38 46 51 73 20 58 22 68 141 27 237 60
leaf_count=4297453 13922 988 21 49 20 41 34 67 3104 22 154 891 31 131 22 49 293 31 38 46 51 73 20 58 22 68 141 27 237 60
internal_value=0 -423.615 -1149.63 -50045.4 1088.28 3746.91 54364.1 2871.18 -642.612 12443.5 -15412.4 -3989.49 -10024.1 -8032.65 1490.76 -49286.6 -22241.4 -54788 -7850.62 -91769 9742.09 14619.5 -119519 -16294.1 -27504.7 -50740.6 8104.91 -987.944 4325.95 -11032.4
internal_weight=0 20711 13992 70 6719 4410 75 4335 3171 1164 176 2309 1418 1398 837 117 561 172 389 68 720 669 51 351 121 90 596 465 438 297
internal_count=4318164 20711 13992 70 6719 4410 75 4335 3171 1164 176 2309 1418 1398 837 117 561 172 389 68 720 669 51 351 121 90 596 465 438 297
is_linear=0
shrinkage=0.1


Tree=3857
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 1 3 0 4 1 1 2 2 3 0 4 0 0 3 2 4 3 0 2 0 1 2 1 3 3
split_gain=3.82406e+11 1.51397e+12 4.08613e+12 3.23327e+12 8.98773e+12 8.21853e+12 5.08896e+12 4.60698e+12 5.97871e+12 1.98236e+13 1.42183e+13 5.88194e+12 8.54451e+12 8.00927e+12 1.68152e+13 9.67214e+12 4.91194e+12 8.22849e+12 7.89118e+12 3.30859e+13 1.07401e+13 1.07073e+13 1.03073e+13 6.78273e+12 5.79184e+12 5.72715e+12 8.33977e+12 5.20762e+12 2.24048e+13 8.08864e+12
threshold=225.45000000000002 3.5000000000000004 27.500000000000004 92.815157350000007 86.192907650000009 83.663637000000008 1.5000000000000002 45.022371150000005 4.5000000000000009 47.473138800000008 43.574807850000006 7.5000000000000009 16.500000000000004 6.5000000000000009 43.465905150000005 5.5000000000000009 54.708501450000007 53.340367100000002 8.5000000000000018 9.5000000000000018 5.5000000000000009 3.5000000000000004 45.063245200000004 10.500000000000002 47.236539400000005 38.959914000000005 20.500000000000004 44.005491150000005 7.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 10 -8 13 -13 14 -10 -16 17 18 20 -20 21 -9 -23 27 25 26 -21 28 29 -18
right_child=1 2 -4 -5 -6 -7 7 16 11 -11 -12 12 -14 -15 15 -17 23 -19 19 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.93537420321004827 2917.4835523144438 -51027.07177734375 -44758.159188988095 27042.603710937503 -56267.36810344828 63582.656562500008 -22586.412488839287 49630.665246975812 -53033.025506756763 46529.475355113638 -120213.0333233173 -57756.369819078944 9304.1159654316143 69152.652812500004 -1590.6039772727272 81842.066015625009 13360.265481412211 63219.107293911642 112858.93252258301 79501.192773437506 -77724.486755952385 15574.266277901785 -63608.199332157259 26742.64524072854 -37227.334274193548 -7477.7596054687501 2509.1240808823532 -2.7835771818242523 -87745.476517630916 -29546.575058593753
leaf_weight=4313902 2036 20 21 42 29 20 35 31 37 22 26 38 38 20 33 24 118 29 32 24 21 35 31 83 31 75 34 1170 37 70
leaf_count=4313902 2036 20 21 42 29 20 35 31 37 22 26 38 38 20 33 24 118 29 32 24 21 35 31 83 31 75 34 1170 37 70
internal_value=0 946.763 -855.746 -437.628 -971.225 -219.778 -823.396 -343.896 -12458.1 -34848.4 -64197.8 -2677.03 -24226.1 11689 -537.258 33538.9 1472.23 12253.3 7546.26 19846.7 -12884.9 1152.53 -21617.5 -1029.74 1697.92 10770.7 34367.9 -2682.14 -16614.8 -2615.69
internal_weight=0 4262 2226 2205 2163 2134 2114 2094 273 83 61 190 76 114 94 57 1821 343 314 196 118 97 66 1478 164 133 58 1395 225 188
internal_count=4318164 4262 2226 2205 2163 2134 2114 2094 273 83 61 190 76 114 94 57 1821 343 314 196 118 97 66 1478 164 133 58 1395 225 188
is_linear=0
shrinkage=0.1


Tree=3858
num_leaves=31
num_cat=0
split_feature=5 2 0 0 1 0 0 0 1 0 0 1 3 3 0 0 0 3 3 3 4 2 5 3 0 0 1 0 3 3
split_gain=4.09212e+11 4.7841e+12 9.43172e+12 5.08899e+13 2.97115e+13 2.31168e+13 2.29703e+13 1.40559e+13 3.06204e+13 1.89503e+13 1.2873e+13 1.62747e+13 1.32995e+13 2.73925e+13 3.54681e+13 5.22093e+13 2.07961e+13 1.22554e+13 2.20102e+13 2.14236e+13 1.42456e+13 3.37539e+13 1.56941e+13 1.34475e+13 1.67641e+13 2.89341e+13 1.23983e+13 2.51868e+13 1.18488e+13 1.17864e+13
threshold=150.04500000000004 2.5000000000000004 55.751981950000008 55.793358600000012 30.226173900000003 55.801980100000009 55.820531900000013 55.695992150000002 49.177301950000007 55.628356700000005 55.416472000000006 37.752451500000006 9.5000000000000018 13.500000000000002 53.145783300000012 55.046835900000012 45.047272400000004 10.500000000000002 13.500000000000002 8.5000000000000018 4.5000000000000009 1.5000000000000002 177.02500000000003 5.5000000000000009 57.131524800000008 56.301440000000007 65.551978750000004 59.932719750000011 16.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 -6 -7 9 -9 10 12 -12 29 14 16 -16 -14 19 -19 23 22 -22 -21 -8 25 -25 27 -26 -20 -2
right_child=1 -3 3 4 5 6 17 8 -10 -11 11 -13 13 -15 15 -17 -18 18 28 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=1.8541641291628768 -5021.4076980224308 -1574.0027229002703 113802.98059027777 75619.26510220232 -104240.59787109376 89128.764364919363 -837.9789325972323 -133974.34964062501 1569.9221875000001 73377.633342633941 -86241.151562500003 7689.304832589286 -46134.6037397541 -690.96409700130994 -181881.63316477183 18655.896562500002 52410.028678385424 129689.14615234375 -39834.079380580362 -57724.12081597223 -16183.475930606619 -179904.35859375002 20974.425983297417 11105.305280172415 -55873.450812500007 161296.23972486414 65657.133028017241 53824.670442708339 42673.575307829487 10645.666594150374
leaf_weight=4302555 791 11405 45 58 20 31 783 25 50 35 39 35 61 501 37 20 33 20 28 45 34 20 58 29 50 23 29 36 46 1222
leaf_count=4302555 791 11405 45 58 20 31 783 25 50 35 39 35 61 501 37 20 33 20 28 45 34 20 58 29 50 23 29 36 46 1222
internal_value=0 -511.093 2372.47 9240.63 5648.79 2407.35 4138.65 -894.071 -43611.5 260.87 -673.444 -41814.6 468.936 -11943.8 -49279.4 -111518 -11539.1 1944.9 36610.8 -998.728 -35219.1 -76820.8 -13408.4 4656.63 30418.8 77535.9 9113.67 -9953.31 11454.5 4489.35
internal_weight=0 15609 4204 1355 1310 1252 1232 2849 75 2774 2739 74 2665 652 151 57 94 1201 94 1107 157 54 103 950 167 52 115 86 74 2013
internal_count=4318164 15609 4204 1355 1310 1252 1232 2849 75 2774 2739 74 2665 652 151 57 94 1201 94 1107 157 54 103 950 167 52 115 86 74 2013
is_linear=0
shrinkage=0.1


Tree=3859
num_leaves=31
num_cat=0
split_feature=1 3 1 0 5 2 5 4 5 0 0 5 0 3 3 5 0 0 6 3 1 5 0 5 5 2 5 0 4 5
split_gain=3.65842e+11 4.34144e+12 6.64749e+12 9.44746e+12 8.70842e+12 5.89079e+12 4.91557e+12 3.92158e+12 2.26611e+13 3.15828e+13 2.42181e+13 2.69046e+13 1.86542e+13 1.84874e+13 4.94298e+13 3.70872e+13 3.04337e+13 7.31343e+13 2.9821e+13 3.06508e+13 3.67078e+13 4.41182e+13 3.57262e+13 3.65869e+13 2.9389e+13 3.00637e+13 4.31033e+13 3.24325e+13 3.11749e+13 2.87124e+13
threshold=30.305955500000003 26.500000000000004 30.207352000000004 59.982527000000012 81.00500000000001 22.500000000000004 36.515000000000008 2.5000000000000004 64.020000000000024 60.017447350000005 60.029906750000002 55.005000000000003 60.003414000000006 17.500000000000004 16.500000000000004 67.00500000000001 59.863160500000006 59.853570100000006 1.5000000000000002 19.500000000000004 30.259484550000003 100.05000000000001 60.035045000000004 123.15000000000002 85.91500000000002 8.5000000000000018 98.020000000000024 60.003414000000006 3.5000000000000004 65.905000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 6 -4 -1 9 12 11 -11 -9 14 -10 -16 17 -17 29 20 22 -22 23 24 -20 27 -27 -26 -28 -15
right_child=-2 2 4 -5 -6 -7 -8 8 13 10 -12 -13 -14 18 15 16 -18 -19 19 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-427.53638574208662 5.9467481297244937 10613.711076660156 8806.5817132399952 -45144.579121492352 -45387.777885298303 -7829.7153297776449 35452.319790782101 4599.4513791372665 -787.09851654422073 -14313.623255969635 16820.020768885955 94347.922758448403 -17119.491132083549 94128.467187500006 111281.04861328125 14747.828766276041 -16086.894235429609 -98720.294252232154 29813.987400007478 6336.1121478076666 -92213.775159438781 42675.163594563805 -22374.369891036185 -80871.784062499995 86131.682262323957 167984.29412647194 103623.61896033655 -22381.736197916667 -49937.433359375005 -2535.1332171648251
leaf_weight=133484 4145141 80 111 49 22 65 184 6287 24127 31 793 86 422 31 20 90 732 154 209 2099 49 48 76 20 71 69 39 45 20 3510
leaf_count=133484 4145141 80 111 49 22 65 184 6287 24127 31 793 86 422 31 20 90 732 154 209 2099 49 48 76 20 71 69 39 45 20 3510
internal_value=0 -142.467 9061.27 -10565.8 15689.3 19421.7 25426.3 -169.73 712.024 5604.52 23086.2 65557.3 3233.32 -474.766 -1688.33 -23519.7 -26282 -56867.3 4375.44 12198.3 31245.9 -25464.6 41265.7 51491.2 57335.1 80908.4 114324 44036 51569 -1688.88
internal_weight=0 173023 511 129 382 360 295 172512 39028 7619 910 117 6709 31409 25123 996 976 244 6286 2745 646 97 549 473 453 244 128 116 59 3541
internal_count=4318164 173023 511 129 382 360 295 172512 39028 7619 910 117 6709 31409 25123 996 976 244 6286 2745 646 97 549 473 453 244 128 116 59 3541
is_linear=0
shrinkage=0.1


Tree=3860
num_leaves=31
num_cat=0
split_feature=5 0 0 1 3 3 2 3 5 5 2 0 0 0 5 3 1 5 4 1 2 0 1 1 3 3 5 0 5 5
split_gain=3.48789e+11 2.99189e+12 9.43993e+12 1.76018e+13 1.25746e+13 4.21738e+13 2.31837e+13 2.66727e+13 3.54719e+13 1.86774e+13 2.42649e+13 3.3995e+13 2.19108e+13 7.23551e+13 5.09088e+13 4.26052e+13 3.52141e+13 1.81042e+13 1.73918e+13 1.7678e+13 1.5617e+13 1.23495e+13 1.604e+13 3.25728e+13 4.04618e+13 7.01071e+13 7.40506e+13 5.0174e+13 3.35989e+13 5.68719e+13
threshold=42.005000000000003 60.029906750000002 59.904813200000007 30.578016350000002 9.5000000000000018 10.500000000000002 1.5000000000000002 6.5000000000000009 32.005000000000003 36.715000000000011 8.5000000000000018 59.939091550000008 59.939091550000008 59.932719750000011 34.605000000000011 8.5000000000000018 30.323743050000001 38.210000000000008 1.5000000000000002 30.305955500000003 4.5000000000000009 59.939091550000008 30.305955500000003 30.346469350000003 8.5000000000000018 7.5000000000000009 40.005000000000003 59.916647550000008 37.75500000000001 38.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 18 7 8 -4 12 21 -12 13 -8 15 -15 20 -13 -6 -20 -16 22 -11 24 25 28 -27 -26 -24 -30
right_child=-2 -3 3 -5 5 -7 9 -9 -10 10 11 17 -14 14 16 -17 -18 -19 19 -21 -22 -23 23 -25 27 26 -28 -29 29 -31
leaf_value=13.370175208940896 -21.814329329450356 -683.95008824094759 3046.0675517509826 11499.120213083977 13239.455548676608 1068.7652530259086 -2746.6988333686331 -12300.63097845942 32244.9907376636 34726.490039062504 153599.90523437501 77496.802875000008 -2546.8688834482896 -10568.077064102836 -106666.30581597223 -66547.72421824401 -209027.30092329546 -36077.923352050784 -9124.1100402832035 94632.580528846156 -35680.056903176235 -3704.5122050055284 39129.503602183948 25120.03350226019 59091.405625000007 92289.398418978992 -50383.203965212269 -123424.98306864755 -149755.20388382892 -21904.341012369794
leaf_weight=1485536 2717292 55560 1269 1644 2280 43197 1755 556 619 208 25 25 4587 460 63 193 22 32 24 52 61 1853 44 388 20 116 53 61 49 120
leaf_count=1485536 2717292 55560 1269 1644 2280 43197 1755 556 619 208 25 25 4587 460 63 193 22 32 24 52 61 1853 44 388 20 116 53 61 49 120
internal_value=0 37.0273 62.9492 1295.07 1006.5 1779.36 -1792.32 6950.06 12619.2 -3900.5 2729.29 56377.1 -6680.16 -14103.6 -39048.9 -27113.4 -92431.9 13735.6 14808.1 61867.3 -71745.7 1218.6 9832.88 3748.43 -14161.3 -548.606 47545.9 -78359.2 -38708.1 -58973.5
internal_weight=0 1.60087e+06 1.54531e+06 59776 58132 45553 12579 2444 1888 10135 2994 82 7141 2554 799 653 146 57 2356 76 124 2912 1059 851 463 382 169 81 213 169
internal_count=4318164 1600872 1545312 59776 58132 45553 12579 2444 1888 10135 2994 82 7141 2554 799 653 146 57 2356 76 124 2912 1059 851 463 382 169 81 213 169
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=31
num_cat=0
split_feature=3 1 1 4 5 5 4 3 0 3 3 0 3 0 3 3 2 5 5 5 6 0 0 3 0 6 3 3 5 5
split_gain=3.59629e+11 3.16359e+12 3.30759e+13 3.25693e+13 1.09113e+14 7.96211e+13 1.41788e+14 1.48476e+14 7.03333e+13 6.7552e+13 7.81489e+13 9.16718e+13 6.58907e+13 5.7857e+13 8.02662e+13 4.58408e+13 4.88214e+13 5.91803e+13 4.47216e+13 4.95367e+13 3.9766e+13 4.44632e+13 3.95134e+13 8.46549e+13 6.59379e+13 1.20164e+14 7.86773e+13 5.55423e+13 6.86237e+13 1.55804e+14
threshold=10.500000000000002 30.315880100000005 30.305955500000003 1.5000000000000002 45.005000000000003 68.00500000000001 2.5000000000000004 7.5000000000000009 59.916647550000008 5.5000000000000009 9.5000000000000018 59.932719750000011 9.5000000000000018 59.950068600000009 8.5000000000000018 8.5000000000000018 3.5000000000000004 91.050000000000011 79.730000000000018 81.910000000000011 1.5000000000000002 59.916647550000008 59.950068600000009 9.5000000000000018 59.932719750000011 1.5000000000000002 7.5000000000000009 7.5000000000000009 58.040000000000006 59.245000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 22 9 8 -8 20 18 -12 13 14 -6 16 17 -9 -11 -20 -7 -22 24 -24 -5 27 -27 -26 -29 -30
right_child=-2 -3 3 5 12 6 7 15 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 25 26 -28 28 29 -31
leaf_value=61.289597098208048 -37.066922845279976 42.939917354795199 -7952.4648043289362 -13721.321074330412 37888.115339557116 -66994.306320112184 66209.664571744113 70734.130241935476 -557.26959766863206 111375.92008002626 -114322.80914713543 45821.785133928577 -14029.789316716269 -69067.328482142868 128122.68120503599 -33908.623667219123 -143748.75398706898 -120306.1294117647 -83099.705787037034 69876.425653698985 -106899.04851190477 53590.153559922685 -9566.4773390848932 154753.39419389205 7883.9115118564705 -81219.533860736818 -233779.98163265307 -13572.786488656438 -299126.82052083331 -58907.855257523159
leaf_weight=83655 1629650 2596054 2618 1208 339 78 191 31 907 226 48 140 189 35 139 667 87 34 27 98 21 97 628 33 234 109 49 272 30 270
leaf_count=83655 1629650 2596054 2618 1208 339 78 191 31 907 226 48 140 189 35 139 667 87 34 27 98 21 97 628 33 234 109 49 272 30 270
internal_value=0 22.4682 -552.328 -6382.22 1435.12 -11113.9 1338.72 -12978.7 11057 38681 56962.4 4933.8 36444.6 55040.5 64127.9 -45202.5 -94761.8 -29194.6 84829.5 36833.6 -11592.8 25028.5 -22771 -1362.91 -29286.1 -48790.5 -128533 -33158.7 -49948.8 -82929.8
internal_weight=0 2.68851e+06 92460 8805 3320 5485 2652 1917 1098 735 539 188 702 513 478 819 152 65 351 125 196 118 2833 661 2172 964 158 806 572 300
internal_count=4318164 2688514 92460 8805 3320 5485 2652 1917 1098 735 539 188 702 513 478 819 152 65 351 125 196 118 2833 661 2172 964 158 806 572 300
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=31
num_cat=0
split_feature=3 5 3 4 1 4 0 1 1 1 0 3 0 5 4 3 0 5 0 5 1 1 5 2 4 0 0 1 1 2
split_gain=3.6895e+11 3.10507e+12 6.71214e+12 7.13049e+12 7.08487e+12 1.1866e+13 1.20396e+13 6.36057e+12 4.62259e+12 8.91366e+12 4.56613e+12 3.45707e+12 3.44189e+12 2.92756e+12 1.51292e+13 1.83891e+13 2.20535e+13 2.57621e+13 2.16541e+13 1.08418e+13 1.02328e+13 8.65088e+12 9.72571e+12 8.36414e+12 8.78422e+12 2.24569e+13 8.35688e+12 8.21013e+12 3.64188e+13 1.12124e+13
threshold=4.5000000000000009 13.050000000000002 1.5000000000000002 1.0000000180025095e-35 37.620907050000007 2.5000000000000004 55.74310830000001 37.597123000000003 37.777459000000007 37.944765900000007 44.893607100000004 3.5000000000000004 45.084117700000007 44.205000000000005 1.5000000000000002 3.5000000000000004 55.591389050000011 23.035000000000004 55.842510000000011 41.995000000000012 30.160599000000001 37.098288800000006 34.305000000000007 1.5000000000000002 3.5000000000000004 53.516665650000007 43.465905150000005 37.642309100000013 37.597123000000003 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 5 6 -5 11 -6 -10 -1 -4 -9 14 -3 23 26 -18 21 20 -20 -19 -23 24 -16 -26 -17 28 29 -24
right_child=-2 13 3 4 8 -7 -8 12 9 -11 -12 -13 -14 -15 15 16 17 18 19 -21 -22 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-49674.420345052087 8.9787247239290355 234.56653794516717 -4425.4065662202383 17805.907104492188 -40307.597158203127 -17651.383528406481 91594.314376905502 -38908.254927201706 74357.673945312505 6998.3407428424725 -7242.5255310058601 -56029.737212775741 1637.8050063769758 157.86183151801379 833.30709604262177 16221.702267636902 -118654.93377976189 6207.2859825721162 -43629.164577073323 -8188.5327027720477 1263.4512466359827 -91447.253046875005 7829.9935975970648 -1948.46311175036 -27186.166484375004 122670.24671875002 -1612.4028167820525 -17724.852143953787 -153005.302890625 -50029.609306066181
leaf_weight=30 3945856 121331 21 48 20 34 41 22 20 1108 164 34 433 189868 20086 270 21 117 52 5088 2154 20 66 20352 20 20 9784 991 25 68
leaf_count=30 3945856 121331 21 48 20 34 41 22 20 1108 164 34 433 189868 20086 270 21 117 52 5088 2154 20 66 20352 20 20 9784 991 25 68
internal_value=0 -95.1598 3859.39 5783.44 9791.56 32600.8 51798.3 -4205.41 7347.7 8192.66 -13804.2 -36326.3 -322.664 -116.25 -404.643 -1716.17 -4313.71 -8030.76 -7760.04 -5649.92 205.239 -19719 -22311.7 -518.989 926.537 47742 -1133.47 -21109.3 -42203.6 -21531.6
internal_weight=0 372308 1975 1781 1271 123 89 510 1148 1128 194 55 455 370333 180465 59134 18656 8602 8581 7294 2206 1287 1170 40478 20126 40 10054 1150 159 134
internal_count=4318164 372308 1975 1781 1271 123 89 510 1148 1128 194 55 455 370333 180465 59134 18656 8602 8581 7294 2206 1287 1170 40478 20126 40 10054 1150 159 134
is_linear=0
shrinkage=0.1


Tree=3863
num_leaves=31
num_cat=0
split_feature=0 0 1 5 3 0 3 1 1 0 1 1 5 3 5 5 1 2 0 0 1 4 1 5 3 3 3 5 5 5
split_gain=3.89881e+11 5.16033e+12 6.04346e+12 9.26607e+12 5.08444e+12 4.8437e+12 2.76341e+13 3.46231e+13 3.83791e+13 3.19726e+13 2.29408e+13 2.77139e+13 2.92448e+13 2.23512e+13 2.10674e+13 3.12707e+13 2.22651e+13 3.59704e+13 2.7176e+13 1.97976e+13 2.1388e+13 1.96334e+13 2.71967e+13 3.7378e+13 3.32114e+13 2.75874e+13 2.40935e+13 1.92895e+13 4.73592e+13 5.5696e+13
threshold=54.947737500000009 54.942865800000007 83.140147550000009 96.015000000000015 24.500000000000004 55.002082750000007 6.5000000000000009 38.781124500000011 82.837870700000011 54.990279300000005 65.659480050000013 82.784560750000011 88.015000000000015 3.5000000000000004 72.010000000000005 101.05000000000001 37.362912300000012 2.5000000000000004 54.970187400000007 54.959412650000012 82.902675200000019 3.5000000000000004 82.888608650000023 142.05000000000004 12.500000000000002 11.500000000000002 8.5000000000000018 101.05000000000001 150.04500000000004 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -2 10 19 -9 -12 13 -13 -8 16 17 -16 -18 -10 -21 -17 23 24 -23 -24 -25 -22 29 -29
right_child=5 2 -4 -5 -6 -7 14 8 9 -11 11 12 -14 -15 15 21 18 -19 -20 20 27 22 25 26 -26 -27 -28 28 -30 -31
leaf_value=53.025318921069442 -24051.228826191335 -593.28073369084575 22635.28845084054 -67023.750585937509 -1163.789413520464 -5.2540972612921779 950.15128597268767 -4310.7264369419645 9491.2973440900951 -9905.1732407609616 19760.520550695641 -9738.5999968579072 -102325.49914362982 10766.681856006027 -6916.8539522058827 -14454.237358825363 -2758.1026701336596 139642.57266808712 10097.598632089908 1255.2810707063043 -6224.9075564744371 -30443.050228365384 -28269.595373535158 43678.949325284091 98248.988685344826 8780.7300013167132 188560.0541666667 30542.972505326703 -30995.038026315789 195896.12390625
leaf_weight=1328097 687 155894 112 21 35251 2682478 71891 1561 1595 5330 1694 777 26 1683 34 1138 2075 33 7923 9392 9110 65 280 22 29 712 24 110 95 25
leaf_count=1328097 687 155894 112 21 35251 2682478 71891 1561 1595 5330 1694 777 26 1683 34 1138 2075 33 7923 9392 9110 65 280 22 29 712 24 110 95 25
internal_value=0 -40.782 -585.548 -602.228 21.5631 22.1393 653.913 -1843.47 -1357.55 -3011.37 6033.49 9896.48 3174.97 4290.01 1605.26 5423.39 7814.53 65269.1 7429.51 -1203.72 -2114.39 -5178.74 4145.93 45405.7 9259.81 -1677.02 119269 -5502.82 23098.3 61163.9
internal_weight=0 1.51938e+06 156027 155915 1.36335e+06 2.79879e+06 116311 32085 31398 25657 5741 4180 2486 2460 84226 12335 10065 67 9998 20327 18732 2270 1132 140 94 992 46 9340 230 135
internal_count=4318164 1519375 156027 155915 1363348 2798789 116311 32085 31398 25657 5741 4180 2486 2460 84226 12335 10065 67 9998 20327 18732 2270 1132 140 94 992 46 9340 230 135
is_linear=0
shrinkage=0.1


Tree=3864
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 1 5 5 5 1 1 6 1 1 0 1 5 0 1 1 0 0 5 5 1 6 1 5 6 5
split_gain=3.94991e+11 7.02005e+12 4.5228e+13 3.89479e+13 3.83236e+13 7.56647e+13 4.02652e+13 3.00158e+13 4.35307e+13 2.72565e+13 2.335e+13 2.03031e+13 1.89309e+13 3.6333e+13 4.00024e+13 6.41361e+13 3.67377e+13 3.57798e+13 4.74866e+13 3.47594e+13 3.9911e+13 3.35439e+13 2.45356e+13 2.41556e+13 2.16373e+13 2.11912e+13 1.95509e+13 1.83809e+13 1.72938e+13 1.65174e+13
threshold=53.973051950000006 54.708501450000007 5.5000000000000009 7.5000000000000009 20.507360500000004 52.395917250000004 67.990000000000023 62.710000000000008 102.01000000000001 54.845880150000006 39.726951800000002 1.5000000000000002 45.148007750000012 48.712293450000011 54.194619400000008 47.981192400000005 95.020000000000024 54.194619400000008 53.243495500000009 56.022377500000012 54.648549400000007 54.194619400000008 83.010000000000005 77.00500000000001 46.037218400000008 1.5000000000000002 86.192907650000009 42.405000000000008 1.5000000000000002 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 6 7 -4 11 29 -7 -10 -6 21 14 16 22 24 26 -19 25 -21 -2 -16 28 -14 -20 -15 -27 -17 -9
right_child=1 -3 3 -5 5 9 -8 8 10 -11 -12 -13 13 17 15 23 -18 18 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-50.397846319405133 -12809.834241530254 -3.6992387203636272 5185.3664305635939 2488.1701961790668 45987.718926453737 -21949.492068445543 -70203.78264062501 38947.559410358299 8619.7505393376432 10792.874560443939 82219.902524038465 2903.7552289607775 15335.398189095269 -9089.5478013901065 -14070.563859403748 51274.207953475008 110889.76385742189 -10898.565269043442 -12054.083236502162 105.80685781831228 -38538.815453316827 -982.18524916860542 -108760.27745535714 81145.835567280781 -67399.478479003912 3479.7734824313429 -33977.568657535034 17446.035619221126 6548.7812687086025 83382.801360677084
leaf_weight=1143357 3733 3107712 243 32704 167 340 100 116 252 1008 52 317 2594 2613 1206 113 40 3086 397 5868 280 6704 28 67 32 1515 359 2493 368 300
leaf_count=1143357 3733 3107712 243 32704 167 340 100 116 252 1008 52 317 2594 2613 1206 113 40 3086 397 5868 280 6704 28 67 32 1515 359 2493 368 300
internal_value=0 18.15 1030.16 3472.29 14589.6 18807.7 -16794 37027.2 49972.7 2534.41 21209.3 17769.5 -1730.1 -4.15018 8022.74 -3576.7 15776 -2153.55 12.9325 3203.77 -1654.2 -5212.58 -16219.1 24891.8 14327.2 9983.96 -12095.9 12166.9 17056 70992.2
internal_weight=0 3.17481e+06 67095 35599 2895 2552 343 1204 720 1348 304 484 31496 21059 4448 1782 2666 16611 13639 10553 6148 10437 1234 548 2626 4405 2972 4008 481 416
internal_count=4318164 3174807 67095 35599 2895 2552 343 1204 720 1348 304 484 31496 21059 4448 1782 2666 16611 13639 10553 6148 10437 1234 548 2626 4405 2972 4008 481 416
is_linear=0
shrinkage=0.1


Tree=3865
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 6 0 1 3 3 5 5 5 3 5 1 5 5 3 1 0 3 3 3 2 3 2 4 5 4
split_gain=4.35439e+11 4.36909e+12 2.00932e+13 3.03582e+13 5.12388e+13 2.21407e+14 1.30096e+14 1.26996e+14 6.38925e+13 1.082e+14 1.07712e+14 6.79482e+13 6.0209e+13 5.91566e+13 5.48716e+13 4.97393e+13 6.95416e+13 8.23993e+13 6.95371e+13 5.7405e+13 5.44003e+13 5.42502e+13 4.87516e+13 1.72065e+14 4.84272e+13 1.232e+14 4.90454e+13 4.4634e+13 4.41385e+13 5.23684e+13
threshold=30.305955500000003 30.332994000000003 4.5000000000000009 59.950068600000009 59.916647550000008 1.5000000000000002 59.939091550000008 30.323743050000001 16.500000000000004 6.5000000000000009 57.405000000000008 95.020000000000024 89.00500000000001 9.5000000000000018 33.395000000000003 30.315880100000005 56.005000000000003 101.05000000000001 10.500000000000002 30.323743050000001 60.017447350000005 6.5000000000000009 16.500000000000004 15.500000000000002 10.500000000000002 19.500000000000004 11.500000000000002 3.5000000000000004 64.805000000000021 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 8 22 9 12 -11 -12 -7 -8 -9 16 -5 24 20 28 21 -17 23 -6 -18 26 -26 -14 29 -20
right_child=1 -3 3 15 5 6 13 14 -10 10 11 -13 27 -15 -16 18 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-155.42896296330218 3084.3564092030474 -6.241895267346206 2036.016878249716 60.473866291012143 -1076.7358216617738 -1221.0599516708487 -76346.656041984257 -75811.647408854173 -33724.298577317808 -93578.07752431235 -278383.74394831731 -67605.014743652355 -210414.32413793105 -251.21186588217768 -289648.79929687502 -20900.376400410762 31680.013762965347 -20355.667119187579 -8284.6047914195915 3581.2201389375791 -6756.7235773985149 36111.702609023094 4165.056248530359 -50134.437113251166 279650.63485991379 35344.18298965531 127067.05544845779 -43712.841655815981 -29875.301838430671 80306.399535778983
leaf_weight=173023 24316 4082379 12965 1122 4676 137 123 30 271 192 65 20 29 603 20 194 528 208 2024 4417 658 1195 6583 844 29 199 77 36 1132 69
leaf_count=173023 24316 4082379 12965 1122 4676 137 123 30 271 192 65 20 29 603 20 194 528 208 2024 4417 658 1195 6583 844 29 199 77 36 1132 69
internal_value=0 6.48779 834.495 -588.478 -2464.41 -6745.58 -43318.7 -2303.71 -72528.4 -94482.2 -135069 -228789 -38826.5 -13143.4 -161347 3620.81 17331.7 35946.8 559.954 -3824.59 16928.6 28148.9 -1646.68 -8577.59 50005.5 81729.6 168812 -118087 -13967.7 -5364.02
internal_weight=0 4.14514e+06 62762 38446 26594 13629 1476 12153 750 479 277 85 202 726 50 11852 2163 1041 9689 7642 2047 1389 12103 5520 833 305 106 65 3225 2093
internal_count=4318164 4145141 62762 38446 26594 13629 1476 12153 750 479 277 85 202 726 50 11852 2163 1041 9689 7642 2047 1389 12103 5520 833 305 106 65 3225 2093
is_linear=0
shrinkage=0.1


Tree=3866
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 0 2 0 6 1 1 4 1 5 4 3 1 1 3 0 3 1 1 5 3 5 2 5 5 3
split_gain=3.8618e+11 3.05346e+12 1.28787e+13 2.07202e+13 9.86471e+12 9.80374e+12 1.56778e+13 3.06461e+13 3.4214e+13 1.94191e+13 2.54937e+13 2.14025e+13 3.04667e+13 2.40661e+13 1.14678e+13 1.33646e+13 1.73631e+13 6.37139e+13 4.10966e+13 3.56117e+13 3.76555e+13 4.20059e+13 2.75587e+13 3.09728e+13 2.58458e+13 2.58116e+13 2.44491e+13 3.34747e+13 2.3896e+13 2.47789e+13
threshold=87.395000000000024 53.973051950000006 53.516665650000007 49.323301500000007 142.05000000000004 54.811549550000009 16.500000000000004 54.736324100000012 1.5000000000000002 33.101335500000005 83.093115700000013 2.5000000000000004 38.233559750000005 88.015000000000015 5.5000000000000009 4.5000000000000009 55.957851400000003 55.912026600000011 11.500000000000002 54.725565150000001 8.5000000000000018 49.323301500000007 37.642309100000013 137.05000000000004 9.5000000000000018 97.050000000000011 4.5000000000000009 142.05000000000004 92.035000000000011 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 -8 -9 -3 11 12 -11 -14 15 -13 17 19 25 20 21 26 24 -24 -22 -19 27 -17 -18 -30
right_child=1 5 3 -5 -6 -7 7 8 -10 10 -12 14 13 -15 -16 16 28 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=7.3014622194401317 -486.8699969403296 -715.6135131579972 -39064.702792553195 -7699.8148785545072 -121504.71930803571 -77.753087314323722 -40657.024434448249 108303.07634420956 -29778.858429276315 88137.043437500004 -15715.426711053873 -3140.4091192801343 -132880.05179687502 -18371.363882952635 84171.575710227276 58361.735729720749 31889.937117013757 964.31406656901038 34111.630510728137 -118515.23162202381 61419.386260832463 -27785.046177045035 -7617.3152609572753 -131306.78720238095 1614.8840448794158 122130.39105902778 21485.34066685268 183774.47057291667 -2570.6934161785039 35691.036916086465
leaf_weight=4075234 73280 4769 47 1139 21 158505 200 34 38 25 407 525 20 223 22 188 326 21 278 21 119 85 563 21 184 108 168 24 1376 193
leaf_count=4075234 73280 4769 47 1139 21 158505 200 34 38 25 407 525 20 223 22 188 326 21 278 21 119 85 563 21 184 108 168 24 1376 193
internal_value=0 -122.485 -655.625 -10901.2 -64524.1 113.275 3160.06 -20517.3 35426.5 3826.33 8249.56 10421.9 -16981.3 -27795.9 12161.4 11784.2 13916.2 21008.4 55757.7 10707.7 12714.8 35764.3 631.403 -12065.1 25102.5 102406 49979.3 72559.4 7254.47 2135.82
internal_weight=0 242930 74487 1207 68 168443 9938 272 72 9666 4897 4490 268 243 4222 4200 3675 1780 407 1373 1352 465 887 584 303 129 380 212 1895 1569
internal_count=4318164 242930 74487 1207 68 168443 9938 272 72 9666 4897 4490 268 243 4222 4200 3675 1780 407 1373 1352 465 887 584 303 129 380 212 1895 1569
is_linear=0
shrinkage=0.1


Tree=3867
num_leaves=31
num_cat=0
split_feature=1 1 4 2 5 2 5 3 5 0 5 1 2 5 0 5 5 5 0 0 0 0 1 1 0 3 1 0 5 2
split_gain=3.7657e+11 9.05099e+12 1.91996e+13 3.2277e+13 2.6321e+13 4.29687e+13 3.55701e+13 3.86821e+13 3.21761e+13 2.61656e+13 2.43432e+13 2.24193e+13 4.63513e+13 3.76116e+13 1.94892e+13 2.24242e+13 1.80396e+13 4.17281e+13 4.61644e+13 1.55322e+14 8.81052e+13 8.64492e+13 8.38741e+13 1.86509e+14 3.66817e+14 5.29364e+14 5.59342e+13 4.45616e+13 4.0548e+13 3.72664e+13
threshold=82.871296800000025 82.907204800000002 3.5000000000000004 4.5000000000000009 120.05000000000001 10.500000000000002 83.010000000000005 23.500000000000004 89.00500000000001 55.055104550000003 161.85000000000002 82.897133550000021 7.5000000000000009 128.92000000000004 55.034903650000011 112.04500000000002 43.810000000000009 45.610000000000007 55.099723300000008 55.110554300000004 55.07108800000001 55.055104550000003 82.902675200000019 82.897133550000021 55.061033200000004 9.5000000000000018 82.888608650000023 55.120365700000008 107.05000000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 6 11 -5 8 -8 -7 16 -6 13 -13 -10 -16 -2 27 20 -20 21 29 23 26 25 -25 -23 -18 -21 -19
right_child=1 -3 3 4 5 9 7 -9 14 -11 -12 12 -14 -15 15 -17 17 18 19 28 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-16.460452555977245 2565.9728463451811 -26.086796323373466 -1045.4820118845998 4648.1920930694423 76615.823657570421 -87876.922296524048 125027.44182535808 186591.32713068184 59734.05663860371 4043.2787369791668 73608.010478940225 42516.464901029147 66501.798336884473 -111235.08086890244 -22168.677911086314 73101.693258928572 -5906.2625487613614 -6126.5096348026027 123666.48841780997 10399.08103222424 -28415.358630168772 92603.298630208345 1495.2685576923077 15759.91760864258 18304.310019683839 387350.33300304879 2310.8776117891111 -35768.999304113553 -74380.569029498933 1978.888438729143
leaf_weight=3294556 31440 956018 1001 193 71 64 48 22 154 60 46 26 66 41 84 35 4051 9625 123 2063 1086 75 1560 72 256 82 805 570 58 13813
leaf_count=3294556 31440 956018 1001 193 71 64 48 22 154 60 46 26 66 41 84 35 4051 9625 123 2063 1086 75 1560 72 256 82 805 570 58 13813
internal_value=0 52.9791 1171.32 11176.6 25336.8 3024.71 38990.4 58314.2 49522.6 -43399.4 887.408 31243.3 7021.87 -51570.3 36247 5852.02 836.476 -751.636 627.299 14416.3 -503.064 650.038 17095.3 35960.3 91666.7 213620 10006.3 -9589.83 8080.73 -1349.66
internal_weight=0 1.02361e+06 67590 1865 864 328 536 343 321 124 65725 204 133 67 273 119 65679 34239 29618 2244 27374 26288 2850 1290 410 154 880 4621 2121 23438
internal_count=4318164 1023608 67590 1865 864 328 536 343 321 124 65725 204 133 67 273 119 65679 34239 29618 2244 27374 26288 2850 1290 410 154 880 4621 2121 23438
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=31
num_cat=0
split_feature=3 5 5 5 5 4 0 1 0 0 0 0 1 5 0 0 1 1 1 1 1 1 1 0 4 1 0 0 5 0
split_gain=3.8415e+11 2.55673e+12 7.82967e+12 8.58594e+12 8.83568e+12 8.15653e+12 6.81443e+12 1.2947e+13 1.06864e+13 1.56033e+13 1.23543e+13 8.4929e+12 7.04097e+12 6.717e+12 1.06118e+13 6.08356e+12 7.44891e+12 5.28536e+12 2.09353e+13 5.85045e+12 6.1826e+12 4.91106e+12 9.58781e+12 4.43992e+12 5.46293e+12 6.54515e+12 4.02853e+12 1.91801e+13 1.98981e+13 8.9116e+12
threshold=2.5000000000000004 80.00500000000001 79.730000000000018 78.710000000000022 77.715000000000018 2.5000000000000004 45.055827000000008 38.781124500000011 55.039751500000008 54.762542150000009 53.973051950000006 56.819808050000006 43.048525950000005 77.00500000000001 56.635684300000008 55.701368300000006 38.233559750000005 82.911991800000024 86.192907650000009 39.071052600000009 49.111504200000006 54.845880150000006 39.787929450000007 45.084117700000007 3.5000000000000004 39.969502550000009 60.693675950000006 61.785186750000001 95.020000000000024 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -5 7 -4 9 10 23 -10 -9 -1 -15 16 -6 19 -19 -7 -21 22 -13 -8 -25 -26 29 28 -28 -3
right_child=-2 26 6 5 15 17 8 12 11 -11 -12 21 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=125.52268419562436 -4.890589097950544 2131.5922622483936 27043.769462890628 60563.52060032895 -72256.586180736413 27372.96393229167 46167.788396990742 -54891.254729076434 -36331.861132559941 85905.903152598519 -54565.630023871527 23190.300756835939 -4866.2324819711539 6974.0998728434251 88166.519078480123 4051.7628351120725 -17158.801830237859 113604.06388605291 -13117.487152099609 -36306.465272671565 8469.8107972756407 28816.233413085938 -61141.424399038464 -2997.5039019747264 76058.237067522321 -387.08689778645839 108082.26388392859 -15234.123588816325 13492.926428022542 -28728.08101511102
leaf_weight=104966 4205107 6251 35 38 27 66 27 101 145 23 36 28 39 60 22 126 269 22 32 51 78 40 26 217 21 24 35 96 61 95
leaf_count=104966 4205107 6251 35 38 27 66 27 101 145 23 36 28 39 60 22 126 269 22 32 51 78 40 26 217 21 24 35 96 61 95
internal_value=0 181.903 64.0878 136.863 89.8606 17409.7 -10036.2 -27355.8 -4872.81 6308.84 675.822 -21154.1 -40955.7 147.873 28757.4 -14351 -22184.6 10823.9 38509.8 3157.08 -9232.44 2258.52 -17413.9 7557.11 3578.15 35287.4 2101.39 16372.2 47978.6 1669.62
internal_weight=0 113057 106519 105757 105470 287 762 175 587 348 325 239 140 105048 82 422 296 249 54 195 129 94 54 289 262 45 6538 192 96 6346
internal_count=4318164 113057 106519 105757 105470 287 762 175 587 348 325 239 140 105048 82 422 296 249 54 195 129 94 54 289 262 45 6538 192 96 6346
is_linear=0
shrinkage=0.1


Tree=3869
num_leaves=31
num_cat=0
split_feature=5 0 0 5 5 3 0 1 1 1 1 5 1 2 2 2 3 3 1 1 3 0 5 5 1 1 1 5 5 0
split_gain=4.02008e+11 3.00451e+12 1.65266e+13 2.79751e+13 4.04909e+13 2.6667e+13 3.70393e+13 3.30462e+13 3.0825e+13 2.33497e+13 2.73036e+13 3.73036e+13 3.68216e+13 3.61602e+13 2.70071e+13 6.88212e+13 3.26743e+13 1.07592e+14 2.61566e+13 3.43967e+13 2.46816e+13 2.3031e+13 4.9445e+13 3.33719e+13 3.11055e+13 2.25039e+13 2.53682e+13 3.21041e+13 2.23791e+13 2.01078e+13
threshold=87.395000000000024 59.846652800000008 59.755965500000009 116.06000000000002 114.05000000000001 13.500000000000002 59.820733200000006 30.278357500000002 30.346469350000003 30.102666750000001 30.160599000000001 96.015000000000015 30.278357500000002 1.5000000000000002 11.500000000000002 8.5000000000000018 17.500000000000004 23.500000000000004 30.207352000000004 30.243224600000001 21.500000000000004 59.834458500000004 107.05000000000001 94.040000000000006 30.346469350000003 30.370618100000005 30.451272450000005 95.020000000000024 92.035000000000011 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 7 -7 -5 -8 -4 11 -11 13 -12 15 20 -17 -18 -15 -20 25 22 -16 28 -25 -14 27 -27 -23 -22
right_child=1 -3 3 5 -6 6 8 -9 -10 10 12 -13 14 18 21 16 17 -19 19 -21 29 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=7.4495807706358015 -175.70907204118993 798.72386544691847 73535.674765625008 -30088.984193065073 104663.41339962122 117120.85390625001 36714.628297919196 -134405.40454477162 -82227.125692806614 -5485.8562516276043 -88494.049627976201 -89864.592559223791 -34994.850282748914 21512.160135869566 9060.7220948972899 -34507.194031250001 -240420.59454589846 -2125.3657606336806 164157.64060388514 17253.106781005859 -9880.8591429078733 67007.377426938663 -151975.52542613636 187028.74133522727 48021.240488281255 -17251.827235243058 -19226.132400050308 110747.7452852471 -45972.256953125005 60471.991072401899
leaf_weight=4075234 210307 30756 35 73 33 20 37 52 53 120 21 93 301 115 143 75 40 36 37 28 77 27 22 22 60 36 132 43 50 86
leaf_count=4075234 210307 30756 35 73 33 20 37 52 53 120 21 93 301 115 143 75 40 36 37 28 77 27 22 22 60 36 132 43 50 86
internal_value=0 -124.969 -258.865 -9625.87 -4980.84 -41884.1 -5974.36 -73484.6 -33328.8 -7243.67 -9051.39 -42327.3 -3805.08 35683.8 -10707.1 -20304.9 -81333.6 -127544 50171.2 100876 -6652.51 13761.5 -12410.8 40921.3 85315.9 -17441.8 7598.28 52418.8 -6356.02 27237.8
internal_weight=0 242930 212174 1867 1632 235 110 125 90 1599 1564 213 1351 201 1150 826 151 76 180 65 675 324 165 159 82 512 211 79 77 163
internal_count=4318164 242930 212174 1867 1632 235 110 125 90 1599 1564 213 1351 201 1150 826 151 76 180 65 675 324 165 159 82 512 211 79 77 163
is_linear=0
shrinkage=0.1


Tree=3870
num_leaves=31
num_cat=0
split_feature=1 1 2 0 4 2 5 5 5 3 5 5 1 0 0 0 5 3 6 5 3 0 0 0 3 0 3 3 5 3
split_gain=3.68594e+11 1.03761e+13 1.98122e+13 2.57057e+13 2.4404e+13 2.59185e+13 2.25766e+13 3.85149e+13 1.93738e+13 2.74511e+13 1.79196e+13 1.63126e+13 1.54726e+13 3.0777e+13 3.50543e+13 2.29792e+13 2.13884e+13 2.09994e+13 2.04733e+13 1.78361e+13 1.52399e+13 1.5324e+13 3.62495e+13 1.96388e+13 1.74411e+13 1.42725e+13 1.43122e+13 1.34449e+13 1.29211e+13 1.2489e+13
threshold=50.227799100000006 49.964253350000007 3.5000000000000004 58.242297500000006 3.5000000000000004 6.5000000000000009 177.02500000000003 118.33500000000002 161.85000000000002 5.5000000000000009 99.555000000000021 80.00500000000001 49.323301500000007 55.795550600000006 55.719391050000006 55.812836050000008 77.00500000000001 3.5000000000000004 1.5000000000000002 40.005000000000003 4.5000000000000009 55.708120100000009 54.864040150000001 53.973051950000006 9.5000000000000018 58.242297500000006 4.5000000000000009 11.500000000000002 13.050000000000002 31.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 8 4 28 10 7 -7 -3 -10 11 -6 -1 14 20 18 -17 -16 -15 -20 -14 22 23 -22 -24 -18 -27 -9 -4 -30
right_child=-2 2 3 -5 5 6 -8 27 9 -11 -12 -13 13 15 17 16 25 -19 19 -21 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=20.588389309838277 -35.349921868818655 -1298.5307432336874 69923.927838766176 -52363.631774009147 -2771.6338838465076 27486.256994829026 -26701.236979166672 185857.72380952383 2819.7553007812503 -154361.6901123047 -19592.55962419181 67568.558125305179 540.11533429142378 -1950.9310477846493 -18553.925131865177 -4501.6623901476687 -29970.620875343116 -62428.59798659337 9881.2905617497636 33769.648545243588 -7661.8054790010538 -57977.279036195825 507.97132457386363 -39982.036750926491 113523.70985243056 106846.03689903846 27053.348992699317 92257.015583881584 3330.5725767528711 -25625.155245442711
leaf_weight=2515621 1752533 11760 29 82 68 122 33 21 25 20 145 64 2770 1111 334 4111 37 162 1358 406 5240 62 22 195 36 26 166 57 21398 150
leaf_count=2515621 1752533 11760 29 82 68 122 33 21 25 20 145 64 2770 1111 334 4111 37 162 1358 406 5240 62 22 195 36 26 166 57 21398 150
internal_value=0 24.1468 1760.15 3522.33 3729.82 25350.7 49930.7 62574.9 -1549.13 -67038.7 4675.07 31332.7 0.850325 -3095.53 -7057.62 1748.49 -2844.79 -32884 8682.36 15379.4 -5518.89 -8540.22 -7982.22 -8821.41 70655.7 26899.3 37858.6 117457 3218.78 3129.01
internal_weight=0 2.56563e+06 33974 22169 22087 510 233 200 11805 45 277 132 2.53166e+06 16036 8821 7215 4340 496 2875 1764 8325 5555 5493 5435 58 229 192 78 21577 21548
internal_count=4318164 2565631 33974 22169 22087 510 233 200 11805 45 277 132 2531657 16036 8821 7215 4340 496 2875 1764 8325 5555 5493 5435 58 229 192 78 21577 21548
is_linear=0
shrinkage=0.1


Tree=3871
num_leaves=31
num_cat=0
split_feature=1 5 1 5 2 0 0 5 5 6 0 1 1 0 1 5 2 0 0 4 2 2 4 1 5 2 2 2 1 3
split_gain=3.85825e+11 2.71093e+12 5.73862e+12 7.66252e+12 3.037e+12 3.0032e+12 4.22922e+12 2.73975e+12 8.73227e+12 7.6642e+12 8.21046e+12 7.28159e+12 1.8356e+13 1.12043e+13 6.62487e+12 1.14137e+13 1.07562e+13 5.23477e+12 1.84448e+13 8.08409e+12 7.27308e+12 7.55799e+12 6.38929e+12 5.13166e+12 4.48018e+12 1.25379e+13 1.05675e+13 9.40549e+12 1.11021e+13 6.56989e+12
threshold=86.067573200000012 24.010000000000002 86.192907650000009 18.050000000000004 4.5000000000000009 51.83362145000001 52.056565900000003 123.15000000000002 116.06000000000002 1.5000000000000002 56.054485600000007 92.815157350000007 92.896330950000007 55.388132500000005 91.910414550000013 128.92000000000004 4.5000000000000009 55.455204450000004 55.349623500000007 2.5000000000000004 3.5000000000000004 6.5000000000000009 3.5000000000000004 91.398302750000013 120.05000000000001 7.5000000000000009 7.5000000000000009 2.5000000000000004 104.38035940000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 -3 -10 11 13 -13 -11 15 16 -9 18 19 -17 22 23 -21 -22 25 27 -26 -14 29 -29
right_child=1 7 4 -5 5 6 -8 14 9 10 -12 12 24 -15 -16 17 -18 -19 -20 20 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-6.0565834256607936 237.75424410872026 204.06372570652621 -2924.6265162056052 -22908.915363511464 -29543.798255859376 39625.976645507821 4013.4358264782613 -6746.1350000000011 55069.411671112808 15163.48749075408 -26654.80423188386 81667.339855177866 50049.671243106626 -46293.985621279768 -758.35459417111042 30011.71034564394 -93152.371875000012 -49422.950202546301 62860.575032552093 -3040.7277698863636 52301.185070312502 -38962.157442434211 -67709.725749999998 -11152.54825721154 18328.597519066221 83204.732291666674 -69987.892578125 -84010.395525568179 35092.176785714284 -5813.0047433035725
leaf_weight=4147874 275 164953 1880 298 25 35 706 25 41 101 54 47 34 42 1323 33 34 27 36 22 25 38 50 26 42 27 20 22 28 21
leaf_count=4147874 275 164953 1880 298 25 35 706 25 41 101 54 47 34 42 1323 33 34 27 36 22 25 38 50 26 42 27 20 22 28 21
internal_value=0 147.524 -2726.93 -11800.1 -762.093 4545.43 5695.54 202.907 243.215 13725.6 9855.5 14989.8 25597.1 -2886.96 -3865.51 -16874.3 -56539.6 -7768.22 -2878.32 -15077.3 -24319.1 -5202.23 -47949.8 19952.2 12013.1 22428 -10160.6 6799.69 -13911.6 -45821
internal_weight=0 170290 3219 573 2646 766 741 167071 165432 479 438 384 241 143 1639 316 59 257 230 194 161 89 72 51 194 132 62 105 71 43
internal_count=4318164 170290 3219 573 2646 766 741 167071 165432 479 438 384 241 143 1639 316 59 257 230 194 161 89 72 51 194 132 62 105 71 43
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=31
num_cat=0
split_feature=5 4 5 1 1 2 0 1 2 2 6 2 1 0 0 0 0 1 1 1 3 0 3 0 0 6 1 0 0 0
split_gain=3.77974e+11 1.90947e+13 2.02921e+13 2.87907e+13 3.75951e+13 3.20377e+13 1.90448e+13 2.28892e+13 2.82697e+13 1.9532e+13 2.12961e+13 2.22368e+13 2.17341e+13 1.95134e+13 1.84903e+13 2.04085e+13 1.79972e+13 1.7825e+13 6.43679e+13 5.82607e+13 4.21752e+13 6.46781e+13 3.86157e+13 5.02095e+13 4.85865e+13 3.19668e+13 3.00816e+13 5.45052e+13 1.44027e+14 3.59471e+13
threshold=74.610000000000014 2.5000000000000004 75.015000000000015 37.832345550000007 37.889331900000009 5.5000000000000009 55.535913550000011 37.712318250000003 2.5000000000000004 15.500000000000002 1.5000000000000002 18.500000000000004 37.362912300000012 55.745923000000012 45.067452850000002 45.059881250000011 59.820733200000006 37.832345550000007 38.096381250000007 37.767735350000002 14.500000000000002 55.806974650000008 11.500000000000002 55.91302515000001 55.946414150000003 1.5000000000000002 37.712318250000003 55.727011600000004 55.762622900000004 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 6 5 -5 -3 9 -9 -8 -11 12 16 -14 15 -2 -12 19 22 26 25 -22 23 -19 -25 -21 -16 29 -29 -28
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 -13 13 -15 17 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=11.372755939006588 326.61168808310811 2772.4632261685801 294.73635135897842 -2941.7108303493924 -1392.8597044576386 69548.679340994699 -12241.644797324469 -82067.477703536191 -21250.013221994388 51120.92310697116 144311.33859375 -52558.036864483176 -60271.375943216466 44866.623235887098 -1.0373996617134298 12873.823043354752 21004.603710937503 -22933.917980426293 -2714.1990263196658 -68352.907907774395 125292.95695160802 -25914.009475160259 -31328.280738927082 151735.08563939144 15713.040723805148 40013.562803819448 432.04548634914374 -272612.70543981483 -29821.756311557634 134632.609375
leaf_weight=3762241 18502 978 455223 108 10956 140 3145 95 391 104 20 65 41 31 21430 1394 29 207 40970 41 103 39 1249 38 85 81 151 27 257 23
leaf_count=3762241 18502 978 455223 108 10956 140 3145 95 391 104 20 65 41 31 21430 1394 29 207 40970 41 103 39 1249 38 85 81 151 27 257 23
internal_value=0 -76.9658 171.328 -3317.35 -521.337 37980.3 -9711.83 -12825.7 -33138.2 -9951.84 14880.7 -5382.65 19959.5 -15003.6 -1460.32 1205.72 71333.9 -2280.14 -3477.77 20.223 46716.5 83764.3 -23289.9 7134 57736.1 3595.32 -543 -25901.6 -52904 18171.2
internal_weight=0 555923 471326 16103 11204 248 4899 3921 486 3435 290 186 121 72 84597 19896 49 64701 42549 22152 264 142 1579 330 123 122 21888 458 284 174
internal_count=4318164 555923 471326 16103 11204 248 4899 3921 486 3435 290 186 121 72 84597 19896 49 64701 42549 22152 264 142 1579 330 123 122 21888 458 284 174
is_linear=0
shrinkage=0.1


Tree=3873
num_leaves=31
num_cat=0
split_feature=5 0 4 3 5 5 0 0 3 3 1 2 1 3 0 2 6 4 5 5 5 1 1 5 3 4 3 5 4 6
split_gain=4.45519e+11 2.75929e+12 1.3068e+13 1.60064e+13 1.51329e+13 2.57007e+13 2.13467e+13 1.2113e+13 2.32585e+13 3.03425e+13 3.6927e+13 2.18939e+13 2.01417e+13 2.04723e+13 2.75934e+13 2.9071e+13 1.68124e+13 1.57975e+13 2.45145e+13 1.49549e+13 1.8961e+13 1.39512e+13 1.95768e+13 2.67531e+13 2.11959e+13 6.04067e+13 2.00838e+13 4.57266e+13 2.19903e+13 2.06378e+13
threshold=87.395000000000024 57.147575200000006 1.5000000000000002 24.500000000000004 177.02500000000003 132.05000000000004 60.042666650000008 56.876792350000009 16.500000000000004 19.500000000000004 60.528664650000003 2.5000000000000004 65.659480050000013 15.500000000000002 56.911498950000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 90.015000000000015 88.015000000000015 118.33500000000002 60.58031445000001 65.551978750000004 99.555000000000021 14.500000000000002 3.5000000000000004 9.5000000000000018 109.05000000000001 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 -3 -2 12 10 -10 -12 13 21 16 -16 -15 18 -11 -13 -21 -9 26 -24 -25 -26 29 28 -28 -23
right_child=1 2 -4 -5 -6 -7 -8 8 9 17 11 19 -14 14 15 -17 -18 -19 -20 20 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=7.8423832579141166 -128.48422245712197 17174.35390500016 311.36761703471456 -70849.643622622287 -15705.193366999343 89716.920629882821 -80546.373777173925 14403.7538268893 -27294.647737218154 -3361.5776727585567 -21976.175696790542 120073.02356770833 -61197.106856971157 -28525.318647904831 -61160.182837975553 340.97277189005626 -88774.30264526367 6198.4705766615971 -95502.001633522741 38327.977579032282 122834.50816532258 32320.147565061052 -8836.6443382656362 6371.9109488409013 -503.29240815535832 204184.20982142858 -11827.174863008404 -47092.902927367875 45707.266715494799 -6886.4603299926084
leaf_weight=4075234 189120 796 44401 23 151 48 23 407 79 84 37 36 65 110 92 467 80 339 44 185 31 151 1727 1804 46 21 859 421 72 1211
leaf_count=4075234 189120 796 44401 23 151 48 23 407 79 84 37 36 65 110 92 467 80 339 44 185 31 151 1727 1804 46 21 859 421 72 1211
internal_value=0 -131.559 571.028 11646.1 13510 18598.2 14430.1 -293.224 -4016.4 11818.7 33292.9 49854.9 -5771.65 -5289.24 -20970.9 -9780.86 -53893.3 -5103.17 -35034.8 60401.5 50456.2 -3541.12 -4698.22 138.621 8423.11 63652.5 -11110.5 -19744.6 -7377.68 -2539.77
internal_weight=0 242930 45442 1041 1018 867 819 197488 8368 835 368 289 7533 7468 749 559 190 467 128 252 216 6719 6312 3598 1871 67 2714 1352 931 1362
internal_count=4318164 242930 45442 1041 1018 867 819 197488 8368 835 368 289 7533 7468 749 559 190 467 128 252 216 6719 6312 3598 1871 67 2714 1352 931 1362
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=31
num_cat=0
split_feature=0 0 1 5 2 6 5 5 4 2 5 2 2 6 4 2 6 5 5 5 5 6 2 2 4 4 5 5 2 0
split_gain=4.09545e+11 9.20045e+12 1.39698e+14 6.77216e+13 5.40526e+13 5.40134e+13 1.59831e+13 1.54072e+13 1.07628e+13 7.91087e+12 1.079e+13 4.33359e+13 3.0387e+13 1.76863e+13 7.53235e+12 6.79606e+12 1.90695e+13 1.59701e+13 1.49418e+13 1.2486e+13 7.53371e+12 8.10034e+12 1.29246e+13 2.97724e+13 1.54761e+13 8.94091e+12 8.84328e+12 6.80398e+12 6.79871e+12 6.70837e+12
threshold=55.013931500000005 55.014086100000007 82.95335685000002 75.750000000000014 5.5000000000000009 1.5000000000000002 40.605000000000011 39.995000000000012 1.0000000180025095e-35 5.5000000000000009 41.365000000000002 4.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 9.5000000000000018 1.5000000000000002 41.365000000000002 87.00500000000001 85.91500000000002 94.040000000000006 1.5000000000000002 7.5000000000000009 6.5000000000000009 2.5000000000000004 2.5000000000000004 86.810000000000016 87.00500000000001 7.5000000000000009 55.002082750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 2 3 5 -5 7 8 -2 -4 10 11 -8 -12 -13 -14 20 17 -17 19 -18 21 -11 23 26 -25 -24 -23 -19 -22 -1
right_child=1 -3 6 4 -6 -7 9 -9 -10 15 12 13 14 -15 -16 16 18 27 -20 -21 28 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=5.812019818048455 -10750.47124094203 11.381514685840315 719.44751773957296 95740.851515151517 300969.82321428572 162056.88986607143 1675.4764846801759 51336.071648848687 -9787.1631924865796 -5395.8428016452772 10811.757733645225 58851.599818042203 2000.8726054544416 18186.989490799493 -17929.105918169251 -27481.854868421055 -4897.4910517018316 9161.8746668233998 3109.0008861728675 -45451.996715561225 -56196.844531250004 23068.135738877121 10712.639313173968 2628.210015869141 84088.910210755828 -8601.4959413848665 -27963.927890625004 23693.805876533297 -3761.3736060049023 -931.81838641652291
leaf_weight=1635686 69 2588847 2108 33 21 35 896 95 1814 1818 1753 234 273 197 621 95 157 810 551 147 48 59 426 32 86 548 80 535 51 80039
leaf_count=1635686 69 2588847 2108 33 21 35 896 95 1814 1818 1753 234 273 197 621 95 157 810 551 147 48 59 426 32 86 548 80 535 51 80039
internal_value=0 25.0055 2619.94 76233 175552 49282.1 1223.72 25214.3 -4140.06 3457.64 6849.68 14209 3160.29 40264.8 -11843.1 981.065 5119.49 12143.4 -6710.28 -24507.7 -2035.99 -1154.48 5109.36 25057 61997.9 -154.04 -6302.84 14942.2 -29184.6 -37.9287
internal_weight=0 2.60244e+06 13592 253 54 199 13339 164 3922 9417 3974 1327 2647 431 894 5443 2295 1440 855 304 3148 3049 1231 257 118 974 139 1345 99 1.71572e+06
internal_count=4318164 2602439 13592 253 54 199 13339 164 3922 9417 3974 1327 2647 431 894 5443 2295 1440 855 304 3148 3049 1231 257 118 974 139 1345 99 1715725
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 3 1 0 3 0 3 5 3 5 5 0 6 1 5 4 5 5 1 6 5 5 3 5 2 1
split_gain=4.06608e+11 3.75865e+12 2.48102e+13 3.83553e+13 3.1004e+13 6.90479e+13 1.13514e+14 6.1572e+13 3.84976e+13 3.71009e+13 5.7834e+13 3.78932e+13 7.38038e+13 6.68657e+13 4.44242e+13 2.80642e+13 1.29773e+14 3.55542e+13 3.26214e+13 4.05574e+13 3.04059e+13 2.65312e+13 2.50672e+13 3.70025e+13 3.18032e+13 2.40798e+13 2.38445e+13 2.24949e+13 2.08784e+13 2.07124e+13
threshold=30.305955500000003 59.916647550000008 59.863160500000006 120.05000000000001 6.5000000000000009 7.5000000000000009 30.278357500000002 59.904813200000007 8.5000000000000018 59.904813200000007 8.5000000000000018 54.990000000000002 10.500000000000002 41.995000000000012 65.045000000000016 59.904813200000007 1.5000000000000002 30.278357500000002 73.995000000000019 2.5000000000000004 58.305000000000007 74.610000000000014 30.278357500000002 1.5000000000000002 56.835000000000008 89.00500000000001 22.500000000000004 52.990000000000002 4.5000000000000009 30.160599000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 22 7 8 -7 10 -8 13 14 -11 -13 17 20 -4 -18 -20 -17 -9 25 -24 -25 -6 -10 -15 -12 -28
right_child=-2 -3 3 -5 5 6 9 21 26 11 28 12 -14 27 -16 16 18 -19 19 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-6.8876945346989444 6.269321746366523 321.6701051165698 10423.623293208497 49742.071433593752 -21618.6817893197 -94856.567762382081 -146107.93420138891 -43375.977005263507 -12496.66956483465 8647.627034748135 -31833.815334821429 -123787.95713315217 169638.51810302737 109231.96333786234 21184.291886673851 79550.933062900644 -8970.2684665348988 -24435.325003970964 -134325.36176649306 -31863.80683092949 228800.32626488098 -121307.27789601294 -52338.436088590803 -76049.215273437498 -254383.62781250002 -118025.71931910022 -11879.688133883616 218374.13532902647 73924.696396484374 20614.212098892585
leaf_weight=77596 4145141 85445 2465 125 243 53 27 177 3721 67 35 23 32 69 261 39 876 332 45 273 21 58 106 20 20 29 346 26 40 453
leaf_count=77596 4145141 85445 2465 125 243 53 27 177 3721 67 35 23 32 69 261 39 876 332 45 273 21 58 106 20 20 29 346 26 40 453
internal_value=0 -150.195 -610.568 -5303.33 -6001.38 -10686 -7648.59 -12689.9 -10124.6 34142.1 -20608.9 45825.4 25665.9 85148.9 9443.58 712.807 -11717.8 6285.91 -18929.2 -46363.1 131788 -62610.1 -49838.8 -83263.9 -165216 -31897.4 -9131.03 139102 24570.7 6543.01
internal_weight=0 173023 87578 9982 9857 5806 5388 4808 4573 580 102 478 316 162 284 4051 1254 2797 1194 318 60 235 418 146 40 272 4520 95 75 799
internal_count=4318164 173023 87578 9982 9857 5806 5388 4808 4573 580 102 478 316 162 284 4051 1254 2797 1194 318 60 235 418 146 40 272 4520 95 75 799
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=31
num_cat=0
split_feature=5 1 3 1 3 1 2 3 3 5 0 1 0 0 2 5 1 1 3 3 6 4 1 1 3 3 5 0 1 3
split_gain=4.08684e+11 4.31685e+12 1.73957e+13 3.46608e+13 3.5743e+13 1.90254e+13 1.61592e+13 2.25766e+13 3.16496e+13 1.76299e+13 4.38758e+13 2.95522e+13 5.50016e+13 3.00443e+13 2.21559e+13 3.02658e+13 2.11038e+13 1.56508e+13 2.31554e+13 1.59501e+13 4.66756e+13 2.45905e+13 1.99293e+13 3.01353e+13 3.25574e+13 1.55985e+13 1.47687e+13 1.24279e+13 8.06061e+13 7.86171e+13
threshold=112.04500000000002 37.889331900000009 9.5000000000000018 37.832345550000007 4.5000000000000009 37.792847950000002 2.5000000000000004 14.500000000000002 15.500000000000002 132.05000000000004 59.904813200000007 36.585378200000001 50.973130900000008 54.648549400000007 1.5000000000000002 125.85000000000001 37.417247200000006 30.315880100000005 21.500000000000004 22.500000000000004 1.5000000000000002 4.5000000000000009 37.737121850000008 37.457850350000008 16.500000000000004 10.500000000000002 125.85000000000001 55.708120100000009 37.417247200000006 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 27 7 9 -9 11 16 13 -13 -4 -15 25 -11 18 -10 21 -21 22 23 24 -19 -16 -26 -2 -29 -30
right_child=1 -3 6 4 -6 -7 -8 8 17 10 -12 12 -14 14 15 -17 -18 19 -20 20 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=3.927032890215898 2904.2552525325432 -683.04861686654431 -57033.172085731909 -21277.728125000001 123251.81718750001 -74185.401129645281 2983.2488816941304 -92309.724159564401 -79911.743292682935 -93147.259645432699 109460.18737500001 185187.7103001645 37840.669332082645 132860.82561141305 106476.50369318182 -74848.67298177084 21863.465104166666 -36181.264658994936 49216.265922619052 38513.905588942311 -99865.836507787462 -45028.414660274626 -24156.868447580648 155475.195938847 36423.482270951703 22482.723121210354 120380.10748046875 -1773.8828116977529 -12172.489581620066 -104655.58415717584
leaf_weight=4248930 2936 52714 38 28 44 37 7360 33 41 39 25 38 76 23 33 24 27 37 21 65 39 33 31 29 44 67 40 4930 228 154
leaf_count=4248930 2936 52714 38 28 44 37 7360 33 41 39 25 38 76 23 33 24 27 37 21 65 39 33 31 29 44 67 40 4930 228 154
internal_value=0 -241.004 1169.52 -2037.6 67045.9 -2637.96 4452.86 17922.8 1628.78 35177.8 -3361.81 46907.2 86956.3 22228.3 42717.7 25997.6 -46097.4 9786.6 -36174.8 18747.6 -13378.5 34360.3 48834.5 63919.4 41976.3 50200.7 76402.8 -2317 -5202.85 -49456.3
internal_weight=0 69234 16520 8357 72 8285 8163 803 413 390 91 299 114 185 147 124 66 380 62 318 104 214 181 150 121 100 84 8248 5312 382
internal_count=4318164 69234 16520 8357 72 8285 8163 803 413 390 91 299 114 185 147 124 66 380 62 318 104 214 181 150 121 100 84 8248 5312 382
is_linear=0
shrinkage=0.1


Tree=3877
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 4 1 0 1 3 1 1 1 1 0 0 0 6 3 4 1 2 0 0 0 4 1 2 0 1
split_gain=4.17008e+11 1.61763e+12 3.25825e+12 3.23124e+12 7.17397e+12 6.94186e+12 1.09772e+13 6.57588e+12 8.08861e+12 4.79163e+12 8.37432e+12 9.61767e+12 1.08388e+13 2.33276e+13 1.38186e+13 1.01532e+13 1.23705e+13 9.76999e+12 1.02496e+13 1.0344e+13 9.58897e+12 8.451e+12 6.6218e+12 8.72633e+12 8.20003e+12 6.61941e+12 7.17478e+12 5.5432e+12 1.34996e+13 8.31065e+12
threshold=225.45000000000002 3.5000000000000004 27.500000000000004 56.093493200000005 56.663136550000011 1.5000000000000002 46.037218400000008 56.852744000000008 60.55755580000001 8.5000000000000018 92.815157350000007 49.148175700000003 37.582182450000005 37.457850350000008 43.514103700000014 55.110554300000004 54.944759500000011 1.5000000000000002 10.500000000000002 2.5000000000000004 37.342273500000012 7.5000000000000009 55.755036050000008 55.68356880000001 55.842510000000011 1.0000000180025095e-35 37.417247200000006 4.5000000000000009 45.029420750000007 46.037218400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 -5 -7 8 -6 22 11 12 13 20 -14 16 21 -16 19 -19 -11 -13 23 25 -24 -2 -27 -28 -29 -30
right_child=1 2 -4 4 7 6 -8 -9 -10 10 -12 15 14 -15 17 -17 -18 18 -20 -21 -22 -23 24 -25 -26 26 27 28 29 -31
leaf_value=-0.9767749771736759 -43557.084735576929 -501.16546401112532 -40078.00174851191 58425.672305063104 16492.26547154018 -34780.702318548392 42552.396493055559 7758.3458400765658 -64999.397649515086 16510.965293817935 -64024.601888020843 -12369.074542025863 19820.883398437501 112385.25100388299 -75869.047678094168 52829.581608072913 -47715.138009982642 -25389.508411458333 -4215.8665220905177 -94867.675410156255 -66429.014296875001 62732.62308467742 -74690.087322443185 62876.188922991074 -461.38886718750001 -45966.766827392581 5434.6572374700045 -5054.5756450037807 88537.025703125008 15914.255689415566
leaf_weight=4313902 26 2205 21 52 21 31 45 388 29 46 24 29 74 21 38 54 36 75 145 30 20 31 22 28 46 24 573 62 40 26
leaf_count=4313902 26 2205 21 52 21 31 45 388 29 46 24 29 74 21 38 54 36 75 145 30 20 31 22 28 46 24 573 62 40 26
internal_value=0 988.669 -874.532 3025.74 9445.91 30271.8 11008.6 3359.8 -30772.9 553.762 -6103.27 -3782.55 -11106.5 20586.4 -18723.3 18140.4 -1372.26 -28627 -21446.2 -45240.4 -8622.36 26433.5 5450.26 8062.61 -24476.6 6018.96 7796.86 9637.56 28452.1 59928.1
internal_weight=0 4262 2226 2036 566 128 76 438 50 1470 623 599 449 87 362 150 96 288 250 105 66 60 847 779 68 751 725 701 128 66
internal_count=4318164 4262 2226 2036 566 128 76 438 50 1470 623 599 449 87 362 150 96 288 250 105 66 60 847 779 68 751 725 701 128 66
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=31
num_cat=0
split_feature=0 0 5 5 1 2 4 5 1 1 1 6 2 0 2 5 1 0 4 1 5 0 3 4 5 1 5 0 5 2
split_gain=3.82467e+11 4.08461e+12 4.95063e+12 1.70829e+13 1.20439e+13 1.03311e+13 8.62458e+12 1.09506e+13 1.3313e+13 8.64902e+12 8.49157e+12 8.32336e+12 9.68981e+12 1.09321e+13 1.43329e+13 2.16897e+13 9.72312e+12 2.47681e+13 1.95704e+13 1.33311e+13 1.31814e+13 1.06636e+13 8.76045e+12 1.6092e+13 1.01986e+13 2.67272e+13 8.68106e+12 9.79952e+12 8.43884e+12 7.47349e+12
threshold=54.947737500000009 54.942865800000007 61.020000000000003 59.810000000000009 82.966612450000014 1.5000000000000002 2.5000000000000004 87.00500000000001 82.973038550000012 82.97193200000001 82.963712850000022 1.5000000000000002 6.5000000000000009 54.947152850000002 5.5000000000000009 73.995000000000019 82.970752000000019 54.947152850000002 2.5000000000000004 82.973038550000012 74.610000000000014 54.945175000000006 10.500000000000002 1.5000000000000002 63.145000000000003 82.97193200000001 73.010000000000005 54.946533000000009 73.995000000000019 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 9 -8 -9 -6 -4 12 13 14 26 -16 17 18 -14 -18 28 -21 23 -15 -25 -26 -7 -28 29 -20
right_child=-2 2 4 -5 5 11 7 8 -10 -11 -12 -13 16 22 15 -17 19 -19 20 21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=15.07517232610047 21.927789145437174 -295.11208527302341 -2665.6615394734999 26807.285677642169 66098.094938858689 -13877.347380110363 -19107.795455156036 27416.882805101803 -14296.939783653848 2120.7792037259619 -9280.3164338322695 -2624.2139458741308 23412.31385933311 33942.455874208863 46337.126719377513 10577.177367429806 -7216.2586439196111 79870.115268342401 -15079.007901528727 -6991.8450215764069 28426.709261873453 9642.4545291093618 -19539.589826766307 -12601.446403797647 104964.82920673078 2819.148678179035 4782.3889975323773 31218.426157407412 -32628.703179976852 10731.651854461985
leaf_weight=1363348 2798789 124799 13044 233 23 206 727 132 182 260 2280 4275 373 158 249 532 2466 46 266 573 101 1177 184 446 26 1735 1043 162 135 194
leaf_count=1363348 2798789 124799 13044 233 23 206 727 132 182 260 2280 4275 373 158 249 532 2466 46 266 573 101 1177 184 446 26 1735 1043 162 135 194
internal_value=0 -40.3924 -525.063 -244.606 -1656.41 292.875 -8159.16 -12367.3 3238.81 7320.35 -3649.83 1072.86 2642.07 5931.11 11109.3 21978.2 -282.965 8021.49 4929.78 -2479.23 -4975.36 4195.91 1478.1 3113.31 906.236 4327.26 5093.33 8336.45 -10645.3 -4193.64
internal_weight=0 1.51938e+06 156027 125032 30995 15671 1324 1041 314 283 15324 14347 10072 4741 2192 781 5331 1115 1069 4216 696 1750 2549 2365 2207 1761 1411 1205 595 460
internal_count=4318164 1519375 156027 125032 30995 15671 1324 1041 314 283 15324 14347 10072 4741 2192 781 5331 1115 1069 4216 696 1750 2549 2365 2207 1761 1411 1205 595 460
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 2 5 0 3 0 5 0 0 0 1 0 0 5 3 0 0 3 6 5 5 1 3 6 1 5
split_gain=4.47266e+11 7.9324e+12 3.24048e+13 3.99561e+13 3.59376e+13 2.49534e+13 3.81792e+13 2.55379e+13 2.47356e+13 2.29533e+13 2.11583e+13 2.05606e+13 4.23698e+13 2.08704e+13 2.39058e+13 1.08858e+14 5.49885e+13 3.41471e+13 3.73956e+13 3.29443e+13 2.49376e+13 1.03389e+14 2.10402e+13 1.92651e+13 5.95952e+13 5.7656e+13 4.61517e+13 2.6593e+13 2.22308e+13 2.15742e+13
threshold=82.871296800000025 65.659480050000013 63.563300600000012 9.5000000000000018 61.674413550000004 6.5000000000000009 60.905000000000008 54.970187400000007 5.5000000000000009 54.959412650000012 61.020000000000003 55.141517900000004 56.911498950000002 54.194619400000008 82.837870700000011 55.046835900000012 54.99493995000001 78.710000000000022 7.5000000000000009 55.012873400000011 55.030402950000003 8.5000000000000018 1.5000000000000002 50.805000000000007 110.05000000000001 82.784560750000011 5.5000000000000009 1.5000000000000002 78.608766650000021 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 11 7 9 -4 -7 -8 13 -13 -3 20 16 -16 18 -17 -18 -15 23 -19 -22 25 27 -26 -25 -29 -28
right_child=-2 2 3 -5 -6 6 10 -9 -10 -11 -12 12 -14 14 15 17 19 22 -20 -21 21 -23 -24 24 26 -27 29 28 -30 -31
leaf_value=4.2564148205323074 57.73845441743304 -4407.2211639966863 23677.442773437502 -93173.167187500003 -49331.952464717746 -10646.843812136107 -36662.919099609375 -2892.0288522892524 93892.578804947494 20825.430996328341 -10205.605053175725 -14555.839510461774 2.6238400871614918 6709.6143469766412 -937.02840783109605 147995.08098958334 -79993.941439852162 7903.2344883874875 48043.481635021773 -18316.838523928982 -923.84259915259577 -48306.165154702074 59960.241932744568 -41364.955958299513 124215.21231249999 71396.725211454032 -17230.540006880325 -66660.225723379626 26565.578920993885 88192.282500000001
leaf_weight=3228498 1023608 5540 144 22 155 316 325 13204 77 869 4321 2709 7628 13672 9043 54 93 239 122 1259 4185 429 115 77 25 242 660 27 486 20
leaf_count=3228498 1023608 5540 144 22 155 316 325 13204 77 869 4321 2709 7628 13672 9043 54 93 239 122 1259 4185 429 115 77 25 242 660 27 486 20
internal_value=0 -17.9392 -1102.72 35347.6 -1237.3 -1123.76 -4174.8 -1629.96 48141.5 12432.8 -12056.4 121.843 -3812.69 1242.63 2260.59 -1495.34 -3749.29 42712 78710.4 -22559.4 4330.59 -957.341 24814.4 2592.58 12167.2 30293.2 -9224.01 13433.8 21659 -14129.9
internal_weight=0 3.29456e+06 66058 243 65815 65660 19035 14389 221 1185 4646 46625 10337 36288 30748 10925 10395 530 176 1352 19823 6151 354 5722 1537 832 705 590 513 680
internal_count=4318164 3294556 66058 243 65815 65660 19035 14389 221 1185 4646 46625 10337 36288 30748 10925 10395 530 176 1352 19823 6151 354 5722 1537 832 705 590 513 680
is_linear=0
shrinkage=0.1


Tree=3880
num_leaves=31
num_cat=0
split_feature=3 0 1 1 5 2 0 2 3 3 1 3 4 0 1 1 5 6 5 1 2 3 3 3 1 6 6 5 2 5
split_gain=3.85301e+11 3.02218e+12 1.09622e+13 4.72744e+13 1.19966e+13 1.38978e+13 2.27606e+13 2.46942e+13 4.94419e+13 4.8632e+13 1.37384e+14 4.60396e+13 3.62466e+13 3.11862e+13 3.10758e+13 6.97999e+13 4.6628e+13 7.10488e+13 3.93733e+13 2.8287e+13 2.08801e+13 2.16181e+13 1.98528e+13 1.83846e+13 1.7462e+13 3.56358e+13 1.74543e+13 5.76541e+13 2.43671e+13 3.0484e+13
threshold=10.500000000000002 44.893607100000004 37.597123000000003 37.692869000000009 55.730000000000011 7.5000000000000009 43.642715500000008 8.5000000000000018 16.500000000000004 11.500000000000002 39.925119750000007 22.500000000000004 1.5000000000000002 43.465905150000005 39.739656000000004 39.726951800000002 89.00500000000001 1.5000000000000002 101.05000000000001 39.753614400000011 6.5000000000000009 16.500000000000004 12.500000000000002 21.500000000000004 43.048525950000005 1.5000000000000002 1.5000000000000002 118.33500000000002 2.5000000000000004 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 20 7 8 9 10 -7 13 -11 -10 15 18 -16 -18 -14 -15 21 24 -19 -22 -6 -26 27 -23 29 -28
right_child=1 -3 3 4 5 6 -8 -9 11 12 -12 -13 14 19 16 -17 17 22 -20 -21 23 26 -24 -25 25 -27 28 -29 -30 -31
leaf_value=23.256346042318718 -3717.8856727133298 -15.008442022532087 45884.404123184824 1529.3923844164508 -10655.626242019971 250251.10734374999 -5353.9164099190612 1575.254858149111 4795.8350387573246 94030.728752092633 12670.023666500121 -42829.294027217744 18744.265471917231 93054.913862847228 -18504.44413794424 -148102.61791178386 -13075.91923532197 69950.258899456516 -112115.00070043105 224533.05042968752 -12706.637214447399 17396.950364087978 191751.93476562502 -55007.858987894142 -7810.1401101719039 18174.849824042376 61637.612755874521 188058.81138392858 -6325.7660269278067 -20709.671093750003
leaf_weight=2688514 10264 1583073 223 17981 3021 30 4039 4896 32 35 129 31 111 90 255 48 66 23 29 20 1381 345 32 111 1594 789 129 21 783 69
leaf_count=2688514 10264 1583073 223 17981 3021 30 4039 4896 32 35 129 31 111 90 255 48 66 23 29 20 1381 345 32 111 1594 789 129 21 783 69
internal_value=0 -38.3671 -832.289 -16.6652 -300.288 -2117.04 415.164 4414.02 19342.7 8333.34 57496.6 67580.1 -4716.69 91683.6 -10844.6 -44040.7 5753.39 56875.3 -8362.3 116960 -5147.81 -2781.76 140817 -15853.7 -5606.97 793.367 8552.63 27189 1599.6 32940.8
internal_weight=0 1.62965e+06 46577 36313 36090 18109 9866 5827 931 758 159 173 599 142 564 188 376 121 140 110 8243 6751 55 1492 5404 2383 1347 366 981 198
internal_count=4318164 1629650 46577 36313 36090 18109 9866 5827 931 758 159 173 599 142 564 188 376 121 140 110 8243 6751 55 1492 5404 2383 1347 366 981 198
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 5 1 1 3 1 3 3 5 5 5 4 5 1 3 1 1 2 5 5 1 5 5 5 2 1
split_gain=4.32865e+11 1.53463e+13 2.21289e+13 1.73692e+13 3.43526e+13 2.09629e+13 1.66298e+13 3.36146e+13 4.39495e+13 4.0197e+13 3.78677e+13 3.33101e+13 3.12234e+13 5.41472e+13 5.50658e+13 4.6395e+13 4.14681e+13 3.45582e+13 2.9874e+13 3.21681e+13 3.49281e+13 2.82636e+13 2.72242e+13 2.77415e+13 2.61023e+13 6.70899e+13 2.40055e+13 2.35947e+13 2.75619e+13 4.15045e+13
threshold=43.592450450000008 39.718803500000007 77.715000000000018 40.205000000000005 47.815000000000005 57.995000000000012 39.726951800000002 39.787929450000007 6.5000000000000009 39.863684800000009 24.500000000000004 4.5000000000000009 81.910000000000011 74.610000000000014 65.905000000000015 2.5000000000000004 69.610000000000014 39.739656000000004 7.5000000000000009 39.739656000000004 39.753614400000011 4.5000000000000009 39.995000000000012 47.815000000000005 39.753614400000011 105.35000000000001 45.985000000000007 35.985000000000007 2.5000000000000004 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3 8 11 -9 18 12 13 14 -8 -14 -16 -18 19 22 26 27 -10 -24 -17 -26 -21 -20 -29 -30
right_child=-2 6 -4 4 5 -7 7 9 10 -11 -12 -13 15 -15 16 24 17 -19 21 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-4029.7438802083338 4.3739194282784597 -4960.8962375768797 -62045.353125000001 181727.68897758154 -27698.053004807694 104933.79048295454 4281.557124596965 -23102.710860594147 17879.984835960753 -309.28473309760426 -99689.20311153018 -8954.9763145210472 172273.01828703703 -99268.207356770843 172852.6870404412 -41182.184416118427 100218.79093191965 -71889.707226562503 25680.317072168415 1485.0323022240991 45233.964837932588 17541.31570297584 219299.62267578125 82720.926993534493 183340.73080357144 -11435.396712239584 -110763.90949388588 12593.417853782734 -58770.607240188954 2216.5194008662784
leaf_weight=36 4237296 6948 20 23 26 22 1558 783 42 65158 29 2260 27 48 34 38 28 20 221 111 256 2269 20 58 28 48 23 287 215 232
leaf_count=36 4237296 6948 20 23 26 22 1558 783 42 65158 29 2260 27 48 34 38 28 20 221 111 256 2269 20 58 28 48 23 287 215 232
internal_value=0 -229.183 34505.1 52552 81241.3 33091.5 -283.818 156.554 6341.61 -579.94 14140.4 -835.422 9197.49 5421.28 8485.36 54404.9 88357.6 28506.9 15024.5 37513.6 23582.5 11467 82789.7 117741 26488.8 60324.2 -17781.6 -2965.22 -11590.1 -27117.3
internal_weight=0 80868 127 107 71 48 80741 73793 7852 65941 3763 4089 1829 1688 1640 141 82 48 3734 510 390 3224 120 78 114 76 134 955 734 447
internal_count=4318164 80868 127 107 71 48 80741 73793 7852 65941 3763 4089 1829 1688 1640 141 82 48 3734 510 390 3224 120 78 114 76 134 955 734 447
is_linear=0
shrinkage=0.1


Tree=3882
num_leaves=31
num_cat=0
split_feature=0 3 1 1 0 3 3 5 5 5 2 2 3 5 0 0 0 0 3 3 5 3 2 5 3 3 5 5 5 0
split_gain=4.06198e+11 6.00789e+12 8.98283e+12 2.77313e+13 9.15177e+13 9.51731e+13 4.30111e+13 3.38911e+13 3.28371e+13 2.68019e+13 2.29289e+13 3.86583e+13 2.22903e+13 1.66486e+13 1.61323e+13 2.24967e+13 2.01392e+13 4.93921e+13 4.25933e+13 1.81352e+13 1.81141e+13 1.81429e+13 1.57949e+13 1.5544e+13 1.5338e+13 1.46797e+13 1.40388e+13 1.30395e+13 1.25959e+13 1.18714e+13
threshold=45.040161900000008 21.500000000000004 39.110397700000007 39.080602550000002 45.029420750000007 15.500000000000002 19.500000000000004 61.020000000000003 53.995000000000012 109.05000000000001 10.500000000000002 4.5000000000000009 6.5000000000000009 71.715000000000018 45.013473000000012 45.022371150000005 44.580511600000001 44.893607100000004 7.5000000000000009 17.500000000000004 49.505000000000003 5.5000000000000009 16.500000000000004 34.920000000000009 13.500000000000002 10.500000000000002 80.815000000000012 128.92000000000004 58.755000000000003 45.005863250000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 12 14 28 23 -9 11 -10 26 -12 16 -16 20 18 -18 22 -5 -22 24 -8 25 -19 -6 -28 -7 -21
right_child=-2 -3 -4 4 5 7 8 9 10 -11 13 -13 -14 -15 15 -17 17 19 -20 29 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=355.65938665840076 -9.1288139581015457 -1673.9982250763592 -331.8255587516424 530.38414884172323 27206.310287807646 36752.345375279016 94251.838457031248 82956.595628292329 16576.000679347828 -33815.997526041669 90467.568368139036 183468.7933482143 6489.9478197033241 7822.602253605769 -23861.079577067183 -2433.716688194479 35943.929869696927 6619.1331381154614 173881.19635416669 795.67134974072553 -7591.527589641435 -47582.733006868963 -53826.884124599368 2493.1777287801106 16899.025232445212 -25819.938259579092 137378.56637500002 29047.958125000001 -40936.997159090912 -15150.452591114381
leaf_weight=158487 3966746 18048 162881 623 193 406 20 307 23 21 39 35 1921 65 643 2059 131 645 27 1881 251 207 39 240 1360 178 25 20 22 621
leaf_count=158487 3966746 18048 162881 623 193 406 20 307 23 21 39 35 1921 65 643 2059 131 645 27 1881 251 207 39 240 1360 178 25 20 22 621
internal_value=0 103.044 199.25 706.627 5341.17 20758.8 395.387 51294.1 31570.5 75480.3 66909.6 117287 10066.4 38814.5 -1122.89 -7532.83 1781.62 4516.28 59515.5 2676.77 -10568.6 -25666.2 9251.49 9551.54 10378.4 -396.851 38933.8 89231.6 32759 -3162.18
internal_weight=0 351418 333370 170489 12002 2915 9087 756 422 328 162 58 2159 104 8665 2702 5963 4882 158 4724 1081 458 2222 260 2183 823 238 45 428 2502
internal_count=4318164 351418 333370 170489 12002 2915 9087 756 422 328 162 58 2159 104 8665 2702 5963 4882 158 4724 1081 458 2222 260 2183 823 238 45 428 2502
is_linear=0
shrinkage=0.1


Tree=3883
num_leaves=31
num_cat=0
split_feature=1 4 5 5 1 5 0 4 5 3 1 3 0 3 1 0 0 1 0 0 5 1 3 3 2 0 5 5 5 0
split_gain=3.59687e+11 3.59955e+12 2.19693e+13 2.60662e+13 1.87565e+13 8.46625e+13 3.871e+13 1.78093e+13 1.73723e+13 2.31978e+13 5.46495e+13 3.659e+13 2.97852e+13 2.62265e+13 3.19047e+13 2.01708e+13 1.6274e+13 1.61228e+13 2.27574e+13 2.24355e+13 1.84945e+13 1.80065e+13 1.66929e+13 1.77373e+13 1.54532e+13 1.50658e+13 1.4742e+13 1.97207e+13 1.46056e+13 2.89498e+13
threshold=30.305955500000003 1.5000000000000002 56.005000000000003 57.705000000000005 30.278357500000002 56.205000000000005 59.896318000000008 2.5000000000000004 54.710000000000008 17.500000000000004 30.278357500000002 18.500000000000004 59.853570100000006 9.5000000000000018 30.278357500000002 59.990816400000007 54.708501450000007 30.102666750000001 59.609407350000005 58.242297500000006 47.815000000000005 20.507360500000004 10.500000000000002 12.500000000000002 6.5000000000000009 54.943649450000002 177.02500000000003 128.92000000000004 38.905000000000008 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 8 4 7 -6 -7 16 17 12 -11 -12 -10 -14 -15 -16 -4 20 19 -19 21 -3 25 -24 -17 -22 27 28 -1 -30
right_child=-2 2 3 -5 5 6 -8 -9 9 10 11 -13 13 14 15 24 -18 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=462.3744694375556 5.8965153953164418 -18254.44543741531 19772.779912264388 -192.10184900569146 142947.67304687502 19233.312580330141 -71312.855138297033 10218.943779599351 14447.177309263636 14301.097461332618 159277.84493055556 26010.892362253289 7640.5235379823635 -8330.1664716641335 -109053.38539264386 6521.4387010761338 -10338.195042686291 -65950.18585370935 2694.8958605550797 36471.384960857453 6520.0170201555957 5063.1441145313374 -56316.549593583368 -13730.012505363273 -70587.142578125 -8938.4608375803982 -67493.909058357007 98644.686875000014 5404.1184335513608 -3707.045379582506
leaf_weight=44759 4145141 369 189 65884 25 62 198 565 1421 1174 45 38 825 722 52 51 3568 23 16928 305 881 3231 126 437 53 2217 33 20 4059 24763
leaf_count=44759 4145141 369 189 65884 25 62 198 565 1421 1174 45 38 825 722 52 51 3568 23 16928 305 881 3231 126 437 53 2217 33 20 4059 24763
internal_value=0 -141.264 251.329 -700.602 -7972.59 -32820.3 -49721.1 -6334.09 2573.38 8373.57 19845.2 98264.1 3757.74 -5161.63 -17191 -58200.6 -8823.43 1536.93 3200.4 29289.4 -2416.36 2673.09 -7421.01 -23260.9 -32774.3 -4542.43 -671.174 -641.213 -668.2 -2423.92
internal_weight=0 173023 99389 70491 4607 285 260 4322 28898 4381 1257 83 3124 1703 878 156 3757 24517 17256 328 7261 3600 3661 563 104 3098 73634 73601 73581 28822
internal_count=4318164 173023 99389 70491 4607 285 260 4322 28898 4381 1257 83 3124 1703 878 156 3757 24517 17256 328 7261 3600 3661 563 104 3098 73634 73601 73581 28822
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=31
num_cat=0
split_feature=5 5 4 1 0 3 3 0 1 1 5 2 0 0 0 0 0 2 3 2 1 1 3 3 0 0 3 0 1 0
split_gain=3.70342e+11 3.98756e+12 1.65906e+13 1.34066e+14 2.29128e+13 6.97889e+13 2.16357e+13 3.49515e+13 2.2723e+13 2.06444e+13 2.0087e+13 1.68994e+13 1.42263e+13 1.22235e+13 5.91029e+13 1.08903e+13 1.20405e+13 2.11477e+13 1.41134e+13 1.08192e+13 2.21226e+13 5.5802e+13 1.03549e+13 1.79448e+13 2.07297e+13 3.75287e+13 2.97346e+13 1.8137e+13 2.13765e+13 1.69127e+13
threshold=55.405000000000008 54.990000000000002 1.5000000000000002 30.315880100000005 43.642715500000008 16.500000000000004 5.5000000000000009 43.514103700000014 39.899261850000009 30.226173900000003 55.005000000000003 10.500000000000002 59.916647550000008 59.950068600000009 59.904813200000007 60.035045000000004 59.863160500000006 7.5000000000000009 20.500000000000004 24.500000000000004 37.620907050000007 37.487839250000007 5.5000000000000009 10.500000000000002 43.642715500000008 44.039893800000009 14.500000000000002 59.882016200000002 114.17164950000002 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 8 -8 -5 15 11 12 -3 14 -6 16 18 -18 -4 22 21 -21 -11 27 26 -26 -25 -24 -29 -28
right_child=-2 2 9 4 13 -7 7 -9 -10 19 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=-6.9900590018310513 37.487559605584316 -67402.790061773252 11607.756844209131 138831.17105978262 -5335.2453964588021 167050.2104166667 5861.9610480057563 -125290.57528409093 19806.289635539506 1452.5246576369141 -34966.098548005757 -42916.084685724432 -137581.57564808239 -35630.404224795391 125355.27608258929 31928.2227858242 14600.313714163643 -38887.016713460289 74255.126891447377 3849.3828963842152 -7660.084097055289 209298.18471679688 -4061.6987229135057 3201.7250692831508 118464.29736689816 464.00635829878638 -41462.568723748322 -25453.950361390329 52762.570396959462 -125746.556224823
leaf_weight=2636859 1636543 43 670 23 3055 30 266 22 53 12984 76 44 88 126 35 231 168 132 38 39 78 20 10284 148 27 15292 93 628 37 32
leaf_count=2636859 1636543 43 670 23 3055 30 266 22 53 12984 76 44 88 126 35 231 168 132 38 39 78 20 10284 148 27 15292 93 628 37 32
internal_value=0 -22.878 -958.809 -7224.85 -2311.34 20449.9 8367.42 -4156.64 55827 -367.303 -77893.3 -96536 -114546 -5099.87 -3854.93 12343.9 7855.81 -8934.11 14970.2 -764.387 27289.1 73493 -861.625 -1993.72 185.228 671.984 -27128.4 -5096.66 -21102.1 -63039.3
internal_weight=0 2.68162e+06 44762 3861 3610 394 364 288 76 40901 251 175 131 3216 3090 1239 1008 300 708 39662 137 59 39525 26541 15592 15319 273 10949 665 125
internal_count=4318164 2681621 44762 3861 3610 394 364 288 76 40901 251 175 131 3216 3090 1239 1008 300 708 39662 137 59 39525 26541 15592 15319 273 10949 665 125
is_linear=0
shrinkage=0.1


Tree=3885
num_leaves=31
num_cat=0
split_feature=1 5 5 1 3 0 1 2 5 0 0 4 2 3 1 6 5 5 1 1 6 0 5 6 4 1 5 5 0 0
split_gain=3.68519e+11 2.10181e+12 1.55933e+13 1.75825e+13 8.94672e+12 7.56842e+12 6.94606e+12 1.19924e+13 6.80021e+12 5.9004e+12 5.15702e+12 5.25263e+12 1.17752e+13 4.6392e+12 4.47564e+12 2.57727e+13 4.78294e+12 4.01542e+12 9.46504e+12 3.26253e+13 1.52761e+13 1.29102e+13 1.24176e+13 2.1104e+13 7.26129e+12 2.02408e+13 1.91908e+13 1.46179e+13 1.65892e+13 2.22082e+13
threshold=83.000022850000008 58.305000000000007 58.040000000000006 83.663637000000008 4.5000000000000009 55.030402950000003 83.001749100000012 1.5000000000000002 58.995000000000012 51.717367500000009 54.864040150000001 2.5000000000000004 1.5000000000000002 8.5000000000000018 83.001620750000015 1.5000000000000002 64.805000000000021 43.205000000000005 83.00362155000002 83.002084650000015 1.5000000000000002 55.012873400000011 58.005000000000003 1.5000000000000002 1.5000000000000002 83.026705000000007 48.010000000000012 52.710000000000008 55.014170500000006 55.017213950000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 -4 10 7 8 -3 -5 -6 12 -12 -13 15 -9 -17 -2 19 21 -21 -19 24 -24 26 27 -20 -26 -29 -30
right_child=1 6 3 9 5 -7 -8 14 -10 -11 11 13 -14 -15 -16 16 -18 18 22 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=10.988566980760796 -243.16293648642059 -16313.563015545687 87062.661800130212 -50828.188920454551 -4950.3618176582531 -11799.915420113359 -209.36944440981861 24861.622331203227 2816.9864223180507 2230.2026008967623 -10613.832295673077 10692.277568359375 39859.065355224615 64974.113260135142 -7155.6634498939038 -5525.7182208032164 -27411.255550870028 -7683.3557092364863 2771.7852700976755 11176.790841803193 1638.5595817277908 847.85233486233255 -1269.1672586552324 -31697.22724905303 10821.353436638328 182.37595363252072 -2670.54191852142 14912.327464372578 -27700.492040851772 1104.2804261693307
leaf_weight=3782924 215605 197 24 22 39 51 167449 309 3271 443 65 20 160 74 4651 1083 110 1991 9048 4754 2596 16262 737 330 3179 76279 22822 742 298 2629
leaf_count=3782924 215605 197 24 22 39 51 167449 309 3271 443 65 20 160 74 4651 1083 110 1991 9048 4754 2596 16262 737 330 3179 76279 22822 742 298 2629
internal_value=0 -77.664 61.6678 13222.6 27723.2 24241.1 -359.499 -2972.43 1730.27 -280.087 29375.5 33572 25278 53424.8 -5623 -877.064 -7543.66 28.5879 442.169 2182.49 7807.91 -82.7144 58.2647 -10679.9 157.899 649.92 -1125.45 5857.83 1557.2 -1828.35
internal_weight=0 535240 358170 898 433 409 177070 9621 3468 465 358 319 225 94 6153 1502 1193 357272 141667 25603 7350 18253 116064 1067 114997 83127 31870 6848 3669 2927
internal_count=4318164 535240 358170 898 433 409 177070 9621 3468 465 358 319 225 94 6153 1502 1193 357272 141667 25603 7350 18253 116064 1067 114997 83127 31870 6848 3669 2927
is_linear=0
shrinkage=0.1


Tree=3886
num_leaves=31
num_cat=0
split_feature=0 0 1 5 2 6 5 5 4 2 5 2 2 6 4 0 6 1 1 5 1 5 1 5 3 3 5 1 3 1
split_gain=3.83014e+11 7.46282e+12 1.13112e+14 5.48647e+13 4.3799e+13 4.37508e+13 1.28943e+13 1.24787e+13 8.71967e+12 6.44274e+12 8.75535e+12 3.51021e+13 2.46245e+13 1.43259e+13 6.09336e+12 5.86308e+12 2.95279e+13 3.46173e+13 2.63677e+13 8.4012e+13 7.7341e+13 6.37168e+13 4.81277e+13 3.21849e+13 3.30054e+13 3.00767e+13 4.90683e+13 2.98734e+13 2.90145e+13 2.89821e+13
threshold=55.013931500000005 55.014086100000007 82.95335685000002 75.750000000000014 5.5000000000000009 1.5000000000000002 40.605000000000011 39.995000000000012 1.0000000180025095e-35 5.5000000000000009 41.365000000000002 4.5000000000000009 1.5000000000000002 1.5000000000000002 2.5000000000000004 55.002082750000007 1.5000000000000002 82.871296800000025 82.945329900000004 109.05000000000001 82.933113850000026 128.92000000000004 82.897133550000021 79.730000000000018 7.5000000000000009 11.500000000000002 64.805000000000021 82.837870700000011 25.500000000000004 83.001749100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 5 -5 7 8 -2 -4 10 11 -8 -12 -13 -14 -1 17 -17 19 20 22 -21 23 24 -18 -20 29 -26 -28 -27
right_child=1 -3 6 4 -6 -7 9 -9 -10 -11 12 13 14 -15 -16 16 18 -19 25 21 -22 -23 -24 -25 27 26 28 -29 -30 -31
leaf_value=4.2125672561144878 -9685.4327445652179 11.91181195993223 661.20259227680299 86152.445833333346 270893.02738095238 145839.56132812501 1521.6159896850586 46189.836478978214 -8795.718284868537 876.40314374563116 9737.0018138826745 52980.124935730506 1794.6543934581046 16381.979126348349 -16130.796919582202 -61623.692088721262 -10040.365702097934 1536.9930634388459 -2338.4056571500378 -127001.31496710527 35188.1359903708 -3269.6507812500004 -47974.716295620099 125593.71518110797 98715.882312225876 -19940.1416022583 -51669.421249815314 13185.229359605577 14706.251046674679 2339.7522786951372
leaf_weight=1635686 69 2588847 2108 33 21 35 896 95 1814 5443 1753 234 273 197 621 87 539 33709 41275 76 927 92 207 22 57 1000 423 144 78 1403
leaf_count=1635686 69 2588847 2108 33 21 35 896 95 1814 5443 1753 234 273 197 621 87 539 33709 41275 76 927 92 207 22 57 1000 423 144 78 1403
internal_value=0 24.182 2361.26 68600.4 157996 44342.3 1104.9 22681.3 -3712.8 3111.38 6172.53 12801.8 2849.14 36252 -10656.9 -36.6796 -872.356 1374.4 -2514.36 8533.19 14538.7 -59243.5 -5215.67 6399.98 2856.38 -3030.5 -12867.3 37440.2 -41335.5 -6931.95
internal_weight=0 2.60244e+06 13592 253 54 199 13339 164 3922 9417 3974 1327 2647 431 894 1.71572e+06 80039 33796 46243 2064 1896 168 969 762 740 44179 2904 201 501 2403
internal_count=4318164 2602439 13592 253 54 199 13339 164 3922 9417 3974 1327 2647 431 894 1715725 80039 33796 46243 2064 1896 168 969 762 740 44179 2904 201 501 2403
is_linear=0
shrinkage=0.1


Tree=3887
num_leaves=31
num_cat=0
split_feature=1 1 4 2 5 2 2 3 0 3 2 3 0 6 0 5 3 5 5 0 0 0 0 1 1 0 3 1 0 5
split_gain=4.18101e+11 7.30207e+12 1.55532e+13 2.61865e+13 2.12285e+13 3.48041e+13 3.10026e+13 3.38833e+13 2.16055e+13 4.76277e+13 6.20378e+13 3.71703e+13 2.45349e+13 2.12637e+13 2.11934e+13 2.02415e+13 1.60272e+13 1.45255e+13 3.39496e+13 3.72821e+13 1.25851e+14 7.14872e+13 6.99159e+13 6.79466e+13 1.51097e+14 2.97086e+14 4.28877e+14 4.54169e+13 3.61074e+13 3.39789e+13
threshold=82.871296800000025 82.907204800000002 3.5000000000000004 4.5000000000000009 120.05000000000001 10.500000000000002 13.500000000000002 23.500000000000004 55.034903650000011 15.500000000000002 8.5000000000000018 11.500000000000002 54.990279300000005 1.5000000000000002 55.055104550000003 161.85000000000002 16.500000000000004 43.810000000000009 45.610000000000007 55.099723300000008 55.110554300000004 55.07108800000001 55.055104550000003 82.902675200000019 82.897133550000021 55.061033200000004 9.5000000000000018 82.888608650000023 55.120365700000008 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 -4 6 8 13 -8 9 10 12 -10 -6 -5 -7 17 -17 -2 28 21 -21 22 -20 24 27 26 -26 -24 -19 -22
right_child=1 -3 3 4 5 14 7 -9 11 -11 -12 -13 -14 -15 -16 16 -18 18 19 20 29 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-17.344409141603261 2310.2745919471813 -15.193098484595119 -943.24608414046895 -29870.156417410719 15254.757500000002 -79028.179895019537 29930.405226934527 211800.07171875003 153881.75134828629 137763.66367187499 79850.61328125 -13902.182269021738 -103565.80657894738 35562.734556993215 3698.5470052083338 126143.47703804349 8089.5500000000002 -5322.9222560749804 -1198.3985851047451 111309.87506034045 17294.354300947914 -25581.258904883172 83435.944648437508 1348.3469605118189 14166.713393825958 16486.65514984131 348634.09230421111 2074.0005109173321 -32204.038713593065 -8708.7883072160566
leaf_weight=3294556 31440 956018 1001 56 25 64 21 20 31 24 44 23 57 439 60 23 23 4051 23438 123 1303 1086 75 1560 72 256 82 805 570 818
leaf_count=3294556 31440 956018 1001 56 25 64 21 20 31 24 44 23 57 439 60 23 23 4051 23438 123 1303 1086 75 1560 72 256 82 805 570 818
internal_value=0 55.8242 1060.32 10065.5 22819.9 2782.21 35081.8 118647 28178.7 8652.49 -15940.1 82418.2 -67340 28160.2 -38999.1 804.789 67116.5 758.346 -666.714 577.076 12968.7 -438.739 599.939 15389.2 32368.9 82508.7 192260 9008.26 -8638.71 7265.8
internal_weight=0 1.02361e+06 67590 1865 864 328 536 41 204 150 126 54 82 495 124 65725 46 65679 34239 29618 2244 27374 26288 2850 1290 410 154 880 4621 2121
internal_count=4318164 1023608 67590 1865 864 328 536 41 204 150 126 54 82 495 124 65725 46 65679 34239 29618 2244 27374 26288 2850 1290 410 154 880 4621 2121
is_linear=0
shrinkage=0.1


Tree=3888
num_leaves=31
num_cat=0
split_feature=5 6 1 5 3 0 3 0 3 2 1 2 3 1 3 1 0 3 2 0 1 1 3 0 3 0 1 2 2 1
split_gain=4.05933e+11 2.88164e+12 1.1811e+13 1.39574e+13 2.37831e+13 1.7916e+13 3.62912e+13 2.90058e+13 2.57513e+13 3.41256e+13 2.41736e+13 2.7764e+13 2.23275e+13 4.03109e+13 6.4154e+13 3.25504e+13 3.49385e+13 2.97948e+13 2.87967e+13 2.77209e+13 2.35725e+13 2.20423e+13 3.02662e+13 3.90397e+13 2.09446e+13 1.9262e+13 1.61394e+13 2.65801e+13 4.74868e+13 4.14764e+13
threshold=87.395000000000024 1.5000000000000002 82.945329900000004 89.00500000000001 4.5000000000000009 55.842510000000011 16.500000000000004 55.885524800000006 26.500000000000004 21.500000000000004 37.362912300000012 10.500000000000002 12.500000000000002 30.323743050000001 15.500000000000002 30.243224600000001 56.054485600000007 19.500000000000004 8.5000000000000018 59.863160500000006 37.752451500000006 39.071052600000009 21.500000000000004 55.784980300000008 16.500000000000004 55.160271200000004 30.434657650000002 8.5000000000000018 6.5000000000000009 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 9 24 11 -8 15 14 -14 -9 -17 18 -16 -19 -15 -12 23 -23 -7 -24 27 28 29 -18
right_child=1 -3 -4 -5 5 7 10 12 -10 -11 21 -13 13 20 17 16 26 19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.4858675495397025 43629.793077035509 75.782501111646113 -5133.1758171608999 -886.5956589041258 -2097.9765703806065 -65388.543336452909 28095.64122542497 99727.060474200582 78479.428940217404 -126388.99862132352 946.57284415341951 128055.65875 -117043.61902083334 17232.814767233227 91707.143843217345 126770.291875 -79453.019252232159 -112653.78215460526 -17737.186103331369 -16837.48374388818 -8395.5159316687277 30318.8028970634 17007.001720689819 110938.35789945419 -11267.997384608478 -31802.80860206117 -7061.0284380638623 -66773.729158266142 108273.13107018851 28542.920792362609
leaf_weight=4075234 147 181046 5511 49136 1968 90 91 43 23 34 748 40 75 630 44 25 42 38 53 147 834 339 578 73 348 94 407 31 63 232
leaf_count=4075234 147 181046 5511 49136 1968 90 91 43 23 34 748 40 75 630 44 25 42 38 53 147 834 339 578 73 348 94 407 31 63 232
internal_value=0 -125.578 -714.672 -282.721 3817.32 2991.87 7498.17 -2615.69 -24845.3 -29880.2 17118.8 58617.8 1514.81 -4714.1 -34843.6 14970.1 10414.5 -12982 31907.7 -36518.7 2633.07 14151.3 23263.1 44603.3 -22388.7 10179.4 6661.05 21837.4 29988.5 11988.8
internal_weight=0 242930 61884 56373 7237 7090 3931 3159 495 472 1963 131 2664 1821 357 843 800 282 97 185 1464 1832 1084 412 438 672 775 368 337 274
internal_count=4318164 242930 61884 56373 7237 7090 3931 3159 495 472 1963 131 2664 1821 357 843 800 282 97 185 1464 1832 1084 412 438 672 775 368 337 274
is_linear=0
shrinkage=0.1


Tree=3889
num_leaves=31
num_cat=0
split_feature=5 1 3 5 0 0 0 6 1 1 4 0 0 1 4 1 0 1 1 3 5 4 3 5 2 1 1 3 0 0
split_gain=3.69157e+11 5.74364e+12 7.28166e+12 9.56876e+12 5.53586e+12 1.44419e+13 1.46485e+13 1.0613e+13 8.93367e+12 1.41931e+13 7.2126e+12 1.21978e+13 2.69547e+13 1.69066e+13 6.57116e+12 1.57805e+13 1.00661e+13 8.03491e+12 1.44794e+13 6.54988e+12 6.90316e+12 6.34933e+12 6.27787e+12 1.80242e+13 9.21162e+12 7.69623e+12 7.41025e+12 1.01741e+13 8.35862e+12 1.07089e+13
threshold=31.010000000000002 39.032393150000004 8.5000000000000018 28.035000000000004 56.852744000000008 57.106514900000001 57.057093650000006 1.5000000000000002 82.981501350000016 82.991167100000027 3.5000000000000004 55.02863030000001 47.272352350000006 53.243495500000009 1.0000000180025095e-35 55.957851400000003 54.945614000000006 82.784560750000011 82.837870700000011 17.500000000000004 18.050000000000004 3.5000000000000004 19.500000000000004 16.850000000000005 11.500000000000002 39.143775600000005 43.808567100000012 9.5000000000000018 54.940316550000006 55.034903650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 14 -10 22 12 -12 -13 17 19 -17 -4 -19 20 -16 -7 25 24 -24 -9 -27 -28 -29 -30
right_child=-2 2 3 -5 5 21 -8 10 9 -11 11 13 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=420.13442320224453 9.2484473632268092 86.925803307629877 -4067.2503387074971 -2103.4825389552502 5840.9675537153607 401.26540860601835 29527.877646859684 -5744.5570378702896 29148.19914475274 899.56639096123581 83899.334240722659 12154.539122596154 -47847.478835227274 134448.51162109376 21440.051198508525 9674.8670228539449 -11226.339937234201 21843.3322540191 -34.701392322381793 4170.4151572902501 -7626.1722438702127 -56005.731328124995 -84762.225514914782 6624.5640123430321 -39.840792410714286 3561.5246128110603 -3376.611758948251 -1922.8266067075133 7529.1837602167188 443.20781451305675
leaf_weight=140441 3925418 144326 5698 45427 1380 8960 322 2185 194 2138 24 26 44 20 88 246 3638 331 3514 1588 1143 20 33 2331 21 5926 7657 5681 3294 6050
leaf_count=140441 3925418 144326 5698 45427 1380 8960 322 2185 194 2138 24 26 44 20 88 246 3638 331 3514 1588 1143 20 33 2331 21 5926 7657 5681 3294 6050
internal_value=0 -92.4364 -377.75 -998.84 -196.618 1876.4 10322.3 -623.532 -2538.37 3249.58 445.006 25555.1 -1348.6 65325.8 -3369.18 -5768.88 -9902.53 -1683.64 1848.69 -73.5619 -5548.33 275.637 358.727 5301.41 -51814.6 -24.097 412.816 -409.83 1102.09 2941.2
internal_weight=0 392746 252305 107979 62552 10682 1702 51870 18578 2332 33292 114 68 46 16246 6703 3884 9543 3845 2819 1231 8980 33178 2385 54 30793 28608 22682 15025 9344
internal_count=4318164 392746 252305 107979 62552 10682 1702 51870 18578 2332 33292 114 68 46 16246 6703 3884 9543 3845 2819 1231 8980 33178 2385 54 30793 28608 22682 15025 9344
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 3 0 0 5 3 5 3 3 5 3 0 6 2 5 5 0 2 3 6 2 5 5 5 0
split_gain=4.00192e+11 7.64931e+12 6.86162e+13 3.44538e+13 3.19188e+13 6.69481e+13 7.16602e+13 1.23451e+14 1.59733e+14 7.5802e+13 4.0577e+13 4.19199e+13 3.6424e+13 4.9383e+13 4.82502e+13 4.19457e+13 4.35389e+13 3.53883e+13 3.3202e+13 3.22434e+13 3.08941e+13 3.84592e+13 4.69621e+13 4.31695e+13 5.69824e+13 3.37559e+13 7.10914e+13 3.1223e+13 3.69281e+13 3.07067e+13
threshold=48.712293450000011 49.323301500000007 53.37994195000001 55.826364100000013 49.111504200000006 19.500000000000004 22.500000000000004 55.795550600000006 55.820531900000013 55.990000000000002 20.500000000000004 52.405000000000008 18.500000000000004 16.500000000000004 75.750000000000014 12.500000000000002 55.795550600000006 1.5000000000000002 1.5000000000000002 91.050000000000011 86.02500000000002 55.795550600000006 5.5000000000000009 6.5000000000000009 1.5000000000000002 7.5000000000000009 97.050000000000011 142.05000000000004 116.06000000000002 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 10 19 9 -9 -7 -12 13 15 18 20 -17 -13 -14 -8 -4 22 23 27 -25 -23 -27 28 -22 -5
right_child=1 -3 3 29 -6 6 7 8 -10 -11 11 17 14 -15 -16 16 -18 -19 -20 -21 21 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-27.348472814368741 -59581.291316904993 -18.765893407845965 -2343.0488895898684 10466.259264304992 987.55634666102458 12506.637188730438 -14017.778637165669 80846.737002944952 -26168.473547757058 289739.09584703948 25735.282501085072 57706.167503612727 66708.403992478386 14632.86716472761 32851.286011715209 -46491.140113792098 -6606.8770880468146 144250.44885817307 -17892.729188104568 40989.791258491852 -45855.430821864655 12074.012314933403 39435.73729576698 -28128.921397569444 -193831.98538345029 -170947.47045898438 51670.890279447114 -154223.35336681549 73968.874218750003 2287.8422322256201
leaf_weight=2389630 188 1802543 13126 5723 73815 627 1452 32 62 38 315 173 47 1410 207 476 644 65 3566 115 151 305 52 36 49 32 26 21 31 23207
leaf_count=2389630 188 1802543 13126 5723 73815 627 1452 32 62 38 315 173 47 1410 207 476 644 65 3566 115 151 305 52 36 49 32 26 21 31 23207
internal_value=0 33.8873 787.192 877.406 -26.9634 -3274.72 10990.8 -2157.3 90717.7 194245 29921.8 49667.4 -5310.02 -3256.98 -14102.1 -4944.37 -23557.7 81342.2 -16792.2 -9980.85 -3436.89 -23860.4 -48028.2 -63820.3 -123652 -1223.97 -71153 -38767.6 -25445.8 3905.72
internal_weight=0 1.92853e+06 125991 125803 96873 23058 2879 1699 132 70 1180 553 20179 16359 3820 14949 1120 238 3613 1567 13829 703 340 288 85 363 58 203 182 28930
internal_count=4318164 1928534 125991 125803 96873 23058 2879 1699 132 70 1180 553 20179 16359 3820 14949 1120 238 3613 1567 13829 703 340 288 85 363 58 203 182 28930
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 3 0 5 6 0 5 0 0 0 3 0 5 5 0 4 4 5 0 0 1 0 0 3 5 5
split_gain=4.20178e+11 6.44055e+12 2.63069e+13 3.21288e+13 2.9064e+13 2.20399e+13 4.55183e+13 2.85291e+13 2.76298e+13 2.75925e+13 2.33799e+13 2.2688e+13 4.73848e+13 2.76775e+13 3.17955e+13 9.33432e+13 2.63248e+13 2.50713e+13 2.35238e+13 2.26544e+13 2.04528e+13 1.95113e+13 1.92399e+13 7.76375e+13 3.37479e+13 3.68036e+13 3.13227e+13 3.9936e+13 2.63005e+13 2.43454e+13
threshold=82.871296800000025 65.659480050000013 63.563300600000012 9.5000000000000018 61.674413550000004 8.5000000000000018 54.986619450000006 54.710000000000008 1.5000000000000002 60.052595500000002 39.995000000000012 60.052595500000002 55.141517900000004 54.864040150000001 7.5000000000000009 55.078308950000007 87.00500000000001 31.990000000000006 54.648549400000007 4.5000000000000009 2.5000000000000004 51.815000000000005 55.078308950000007 56.281985950000006 82.784560750000011 55.046835900000012 55.014170500000006 14.500000000000002 98.020000000000024 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 20 5 11 8 -8 10 22 -7 12 13 18 17 -16 -14 -15 -3 -19 -4 -13 24 -24 26 -26 27 -9 -29 -25
right_child=-2 2 3 -5 -6 6 7 9 -10 -11 -12 21 16 14 15 -17 -18 19 -20 -21 -22 -23 23 29 25 -27 -28 28 -30 -31
leaf_value=2.6123651941132149 55.962697402463213 -2599.6100361271674 23468.617569304435 -83399.465553977279 -44367.467889364925 3556.4132684137703 -2512.3783441867363 52038.257187959069 61.68556103048865 2288.1132584169227 23775.721707792622 212.01014187235228 -7243.1115169926534 -2445.672874501251 6606.6059209864543 140539.28502506996 -50347.940764795596 6365.0807365019136 -43229.833010488015 -46690.238187210649 89940.059611742428 25085.745200148827 -63083.611461115564 -10581.723374776811 -13081.698130688324 29754.760920577275 -81072.71478987069 3226.55715015444 -115948.54254261365 -108013.63342097355
leaf_weight=3228498 1023608 5941 155 22 155 1315 15752 234 8565 1606 1012 568 4790 4828 233 67 146 12564 146 81 66 709 351 1882 4466 210 29 117 22 26
leaf_count=3228498 1023608 5941 155 22 155 1315 15752 234 8565 1606 1012 568 4790 4828 233 67 146 12564 146 81 66 709 351 1882 4466 210 29 117 22 26
internal_value=0 -17.3874 -994.851 31847.3 -1116.11 -1014.01 -2698.22 -5073.4 2686.93 -9584.33 12349.7 979.011 400.597 2245.64 4238.83 36518.2 -8518.09 3684.61 -3574.15 6025.22 43319.8 14022.1 -12183.1 -19860.8 -8767.6 -11157.9 19036 26819.3 -15635.7 -11909.4
internal_weight=0 3.29456e+06 66058 243 65815 65660 35587 24695 10892 8943 2327 30073 28796 23860 17773 300 4936 17473 6087 12645 221 1277 7337 2259 5078 4676 402 373 139 1908
internal_count=4318164 3294556 66058 243 65815 65660 35587 24695 10892 8943 2327 30073 28796 23860 17773 300 4936 17473 6087 12645 221 1277 7337 2259 5078 4676 402 373 139 1908
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 5 5 3 5 5 4 5 3 5 5 3 3 5 2 0 6 5 0 5 2 2 5 3 5
split_gain=4.15735e+11 1.25011e+13 1.8572e+13 6.50753e+13 2.54066e+13 9.43315e+13 2.43945e+13 3.06181e+13 3.22569e+13 2.223e+13 4.40498e+13 4.02058e+13 2.20046e+13 2.30381e+13 2.02377e+13 1.94645e+13 1.89642e+13 5.83946e+13 4.05159e+13 2.50111e+13 1.8216e+13 3.27702e+13 2.08803e+13 3.02511e+13 3.67476e+13 2.11318e+13 2.46116e+13 2.10843e+13 2.0307e+13 2.61081e+13
threshold=65.551978750000004 65.565203050000022 57.157092150000004 57.147575200000006 13.500000000000002 14.500000000000002 64.805000000000021 71.00500000000001 5.5000000000000009 80.815000000000012 85.91500000000002 2.5000000000000004 53.385000000000012 20.500000000000004 46.405000000000008 82.00500000000001 10.500000000000002 9.5000000000000018 105.35000000000001 16.500000000000004 57.131524800000008 1.5000000000000002 66.50500000000001 57.106514900000001 82.00500000000001 10.500000000000002 12.500000000000002 89.00500000000001 7.5000000000000009 87.395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 20 -5 -6 12 -8 15 11 -11 -10 14 -14 -4 -9 17 -12 -19 -18 22 -22 -2 24 -24 -26 -27 -25 -23 -30
right_child=1 -3 6 4 5 -7 7 8 9 10 16 -13 13 -15 -16 -17 19 18 -20 -21 21 28 23 27 25 26 -28 -29 29 -31
leaf_value=-18.738740423515047 -4192.5468376010567 12.283292918347415 4053.8416750684773 14932.690829338033 158549.78432692308 28905.247352291954 -25315.966837554326 14039.702380952382 -6245.9032847109556 -34392.183115831554 -8529.5349434094551 39358.475606436776 19486.877159259653 -32881.399993561128 -13670.967293569976 -100030.42557091347 -11926.076227456922 55721.305403529579 214092.07961309527 48687.883544921875 114238.81811995967 -8356.3445638360736 22336.36193734976 23544.524872502196 -68139.665446317376 52180.10567908654 -67192.902520161282 2062.9196404212726 29142.826301224257 -2875.02545703125
leaf_weight=3164132 3786 1137976 2603 541 65 411 755 21 443 417 156 343 1093 91 856 52 535 70 21 78 31 419 130 948 138 39 31 882 701 400
leaf_count=3164132 3786 1137976 2603 541 65 411 755 21 443 417 156 343 1093 91 856 52 535 70 21 78 31 419 130 948 138 39 31 882 701 400
internal_value=0 51.378 2822.23 6020.04 29758.5 46608.8 -794.936 -8006.16 -1887.76 423.899 -7720.06 13655.2 3695.19 15462 -332.523 -67215.7 5212.82 28606.5 92268.4 -4213.37 2803.25 12456 288.75 8114.48 -19371.3 -45438.6 -685.084 13191.1 10380.1 17510.5
internal_weight=0 1.15403e+06 16056 8522 1017 476 7534 2891 2136 2063 1277 786 4643 1184 3459 73 860 247 91 613 7505 1551 5954 2168 338 208 70 1830 1520 1101
internal_count=4318164 1154032 16056 8522 1017 476 7534 2891 2136 2063 1277 786 4643 1184 3459 73 860 247 91 613 7505 1551 5954 2168 338 208 70 1830 1520 1101
is_linear=0
shrinkage=0.1


Tree=3893
num_leaves=31
num_cat=0
split_feature=5 1 2 1 1 3 5 5 3 2 5 0 0 0 2 0 5 5 1 1 3 0 2 5 5 1 4 1 1 1
split_gain=3.87534e+11 3.69947e+12 1.55671e+13 1.66813e+13 1.39368e+13 1.97018e+13 2.96076e+13 4.07385e+13 7.2621e+13 1.25014e+13 2.41592e+13 1.96053e+13 1.50053e+13 2.14199e+13 1.22259e+13 2.94419e+13 1.64766e+13 3.01843e+13 2.33324e+13 2.33861e+13 4.81957e+13 1.47332e+13 1.82712e+13 1.65211e+13 2.33484e+13 3.05967e+13 2.06422e+13 1.76809e+13 1.65036e+13 1.9392e+13
threshold=112.04500000000002 37.889331900000009 5.5000000000000009 37.342273500000012 37.436176200000013 25.500000000000004 123.15000000000002 116.06000000000002 16.500000000000004 6.5000000000000009 137.05000000000004 55.885524800000006 55.820531900000013 55.812836050000008 8.5000000000000018 44.732363600000006 120.05000000000001 116.06000000000002 37.737121850000008 37.832345550000007 14.500000000000002 55.695992150000002 22.500000000000004 161.85000000000002 132.05000000000004 37.642309100000013 3.5000000000000004 37.832345550000007 37.533784800000006 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -8 11 12 13 -11 15 -6 17 -17 -18 -20 -21 -16 23 24 26 -26 28 -27 -23 -30
right_child=1 -3 3 4 14 -7 9 8 -10 10 -12 -13 -14 -15 21 16 18 -19 19 20 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=3.8240634102028546 -1518.0237126534657 -643.90028702426571 1818.3578791432674 -13354.58353794643 94718.416942401964 -53757.180843750008 -46541.638010817311 43011.401158678214 263637.06267187506 41262.023686570392 83258.460284090906 -79462.102989130435 86845.255729166674 -61743.280042613638 -8212.5481132507321 25600.690243164063 64172.039414431019 -61137.774422807845 -80993.028041294659 148663.57207031251 -68242.430171130953 -96004.26503182872 77165.999378551132 -51695.618505859376 150207.83117766204 -33874.388084253776 25276.770867654552 76550.752242726303 77698.361979166672 -29020.76064259847
leaf_weight=4248930 9653 52714 5108 28 51 25 26 37 25 52 55 23 27 33 544 100 106 67 28 20 21 27 44 40 27 29 184 29 21 90
leaf_count=4248930 9653 52714 5108 28 51 25 26 37 25 52 55 23 27 33 544 100 106 67 28 20 21 27 44 40 27 29 184 29 21 90
internal_value=0 -234.685 1071.09 4710.63 13109.5 31597.9 38571.4 86760.2 131973 18492.7 27392.1 4631.78 21901.1 1271.73 8824.07 23839.9 13270.3 -9198.57 34712.1 -10545.3 37565.4 3122.4 15680.9 9628.66 15655.6 62273.2 3349.71 21338.2 -25886.4 -8830.66
internal_weight=0 69234 16520 6867 1759 331 306 90 62 216 190 135 112 85 1428 393 342 167 175 69 41 1035 491 447 407 85 322 58 138 111
internal_count=4318164 69234 16520 6867 1759 331 306 90 62 216 190 135 112 85 1428 393 342 167 175 69 41 1035 491 447 407 85 322 58 138 111
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=31
num_cat=0
split_feature=5 3 4 0 0 0 2 4 4 3 3 3 1 3 1 1 1 3 4 1 0 3 2 6 0 2 1 1 4 2
split_gain=3.93637e+11 1.64831e+12 1.23274e+12 1.3179e+12 8.22825e+12 7.6925e+12 4.3691e+12 7.38248e+12 9.70636e+12 1.44006e+13 9.65811e+12 6.01999e+12 6.2805e+12 3.8527e+12 3.09391e+12 2.896e+12 1.01991e+13 9.54276e+12 1.16584e+13 2.32686e+13 6.65745e+12 2.82519e+12 2.79357e+12 2.39337e+12 2.73046e+12 2.06174e+12 6.19948e+12 7.10276e+12 4.36466e+12 4.95881e+12
threshold=225.45000000000002 32.500000000000007 8.5000000000000018 57.178027650000011 57.157092150000004 57.60800230000001 5.5000000000000009 5.5000000000000009 4.5000000000000009 3.5000000000000004 8.5000000000000018 9.5000000000000018 30.332994000000003 15.500000000000002 30.388336800000001 30.468306550000005 30.332994000000003 3.5000000000000004 1.5000000000000002 52.395917250000004 60.052595500000002 24.500000000000004 1.5000000000000002 1.5000000000000002 53.204054050000003 6.5000000000000009 36.585378200000001 37.314272700000011 5.5000000000000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 21 22 7 8 10 -10 15 -8 -13 -14 -12 16 -7 20 -19 -20 -17 25 -5 -23 -25 -2 -27 -28 -29 -30
right_child=1 -3 -4 5 -6 6 11 -9 9 -11 14 12 13 -15 -16 17 -18 18 19 -21 -22 23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.94900815813555472 -228.27707091009162 26562.423765625004 -23958.596049804692 20880.648063858695 -60669.453835227272 16866.911294642858 -49678.978415178572 54921.945563557943 18257.11270810082 -97515.004474431829 78001.140285326095 39050.943243634261 -50646.594463315218 7234.1162703804357 25546.370989435371 -66183.23942764946 -67771.577455647799 -26723.273520688661 137441.06160714288 7451.0613769531255 12704.427304687501 5991.0912908380687 70724.370774147726 -8945.8491406250014 -61199.628828125009 -48110.673214285722 65773.99953125001 3572.1208696771232 71097.879720052093 2376.1147100539433
leaf_weight=4313902 2870 25 20 23 22 35 35 30 21 22 23 27 23 23 22 23 24 27 21 40 20 22 22 20 20 21 20 719 21 21
leaf_count=4313902 2870 25 20 23 22 35 35 30 21 22 23 27 23 23 22 23 24 27 21 40 20 22 22 20 20 21 20 719 21 21
internal_value=0 960.565 809.504 926.972 307.635 5973.02 1724.45 7793.01 2707.16 -40975.1 10700.1 -15582.2 765.595 -21706.2 52356.6 834.076 -17562.3 9119.47 27986.1 52201.7 -29491.3 666.9 45248.7 -20501.7 -35072.7 1024.32 5506.81 6948.51 5402.51 36737
internal_weight=0 4262 4237 4217 3756 461 416 308 278 43 235 108 73 46 45 190 59 131 88 61 43 3734 45 62 40 3672 802 781 761 42
internal_count=4318164 4262 4237 4217 3756 461 416 308 278 43 235 108 73 46 45 190 59 131 88 61 43 3734 45 62 40 3672 802 781 761 42
is_linear=0
shrinkage=0.1


Tree=3895
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 5 4 5 3 1 1 1 3 1 3 1 4 1 3 5 1 3 1 3 1 5 2 5 4
split_gain=3.77003e+11 6.37866e+12 1.66028e+13 4.34355e+13 4.50167e+13 3.47411e+13 2.73464e+13 2.96067e+13 1.60996e+13 1.48276e+13 1.33918e+13 2.14138e+13 2.39725e+13 1.31515e+13 1.274e+13 1.19916e+13 1.95328e+13 1.17391e+13 1.16174e+13 5.41222e+13 2.47285e+13 2.14495e+13 2.1571e+13 1.87346e+13 1.74891e+13 2.08821e+13 1.35792e+13 1.26321e+13 1.09372e+13 1.08407e+13
threshold=56.635684300000008 56.338501050000012 37.533784800000006 37.503486000000002 15.500000000000002 37.098288800000006 69.015000000000015 2.5000000000000004 35.505000000000003 17.500000000000004 86.192907650000009 84.920232800000022 65.520339550000017 1.5000000000000002 30.502469200000004 2.5000000000000004 83.761389800000003 3.5000000000000004 37.542000650000013 14.500000000000002 84.030000000000015 37.559851850000008 3.5000000000000004 38.096381250000007 5.5000000000000009 37.597123000000003 81.910000000000011 2.5000000000000004 71.715000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 14 -8 -4 -5 11 12 13 -10 -3 -14 -17 -9 19 26 -21 22 -20 24 25 -23 29 -28 -7 -15
right_child=-2 2 8 9 -6 28 7 17 10 -11 -12 -13 15 18 -16 16 -18 -19 21 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.76984530843860233 55.573907058068635 -34695.240819219332 1978.5034388591919 18938.432311947072 133061.43040364582 -18989.503286389652 -91745.498543432215 -22523.023731737016 22916.476232352477 -47795.724948299634 -29873.646217843576 9268.5919120972103 3069.1138072374133 7132.5052950024374 9898.1805095623076 -57419.402656670034 -455.88120226913628 55191.938115985577 51685.627273775841 -23539.29266328759 -81801.273133680559 21006.319788464825 6472.846228203407 -2520.4015502326147 -37759.964236306972 -17912.35631954623 -82082.179910714287 -4638.0227941176472 -90408.787713068188 39666.936116536461
leaf_weight=3318930 951662 67 9145 1605 24 846 59 77 197 34 181 1455 90 497 1463 186 89 26 127 724 81 183 624 28692 277 559 28 85 22 129
leaf_count=3318930 951662 67 9145 1605 24 846 59 77 197 34 181 1455 90 497 1463 186 89 26 127 724 81 183 624 28692 277 559 28 85 22 129
internal_value=0 -15.7099 -1165.45 4819.96 -3257.14 -4535.13 3808.62 -35260.9 -1748.54 17554.1 -2745.02 -2600.7 -3130.97 -2842.13 7945.4 -28614.7 -38983.9 -2905.65 -3000.67 -11463.1 -29401.7 -2571.75 14118.7 -2993.63 -16318.3 -8313.81 8077.61 -23827.7 -20799.7 13836.9
internal_weight=0 3.3665e+06 47572 4223 2584 2560 1692 162 43349 1639 34204 34023 32568 32203 1530 365 275 103 32006 1544 805 30462 751 29711 1019 742 739 113 868 626
internal_count=4318164 3366502 47572 4223 2584 2560 1692 162 43349 1639 34204 34023 32568 32203 1530 365 275 103 32006 1544 805 30462 751 29711 1019 742 739 113 868 626
is_linear=0
shrinkage=0.1


Tree=3896
num_leaves=31
num_cat=0
split_feature=5 3 4 0 6 2 0 0 1 1 5 2 1 6 0 0 1 1 4 5 2 1 0 0 1 1 1 4 3 0
split_gain=3.88232e+11 1.75226e+12 6.18598e+12 6.7553e+12 3.50809e+12 5.84363e+12 4.70433e+12 1.14294e+13 3.21072e+12 2.3013e+13 3.91323e+12 5.91564e+12 7.32101e+12 4.10184e+12 5.73203e+12 7.16733e+12 3.92068e+12 3.76751e+12 6.74455e+12 1.88169e+13 8.24767e+12 9.26904e+12 7.03512e+12 1.10038e+13 1.48535e+13 2.6558e+13 1.16128e+13 1.03774e+13 1.06807e+13 1.07783e+13
threshold=22.030000000000005 8.5000000000000018 4.5000000000000009 55.751981950000008 1.5000000000000002 6.5000000000000009 55.708120100000009 55.793358600000012 82.91993380000001 82.911991800000024 13.050000000000002 1.5000000000000002 91.910414550000013 1.5000000000000002 61.785186750000001 56.054485600000007 83.093115700000013 48.712293450000011 1.5000000000000002 16.850000000000005 3.5000000000000004 37.642309100000013 55.701368300000006 55.842510000000011 37.457850350000008 37.712318250000003 44.005491150000005 1.0000000180025095e-35 25.500000000000004 55.762622900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 5 6 -1 -8 9 17 11 -10 -13 -14 15 -15 -12 18 22 20 21 -20 -3 24 -24 27 -25 28 -26 -30
right_child=-2 2 3 -5 -6 -7 7 -9 10 -11 16 12 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=1133.1592548141425 4.1436961520074984 -1446.9009092403728 3079.6662500000002 -77221.265225497162 83.118216963997 48377.614303995768 80413.670849609378 9183.9942192555773 -36017.694680059525 -48309.409472656254 6205.0350341747335 -15760.162332171596 -24833.49412475586 29146.229677985699 61384.107239583333 -41486.803749999999 121.26876668753306 -2369.7764182016685 -22247.725856633773 -63445.743014210675 -9706.1309772620934 24714.6363041687 -5583.1050636521359 -1184.3536255147508 17158.069801193898 2604.0773256597827 16511.157139189174 35026.188935711631 -62356.872410714292 20883.126116071431
leaf_weight=1383 4237242 14778 20 22 33126 30 24 367 63 102 1848 167 20 51 30 20 2482 10660 57 58 766 160 1029 8892 949 3042 387 326 35 28
leaf_count=1383 4237242 14778 20 22 33126 30 24 367 63 102 1848 167 20 51 30 20 2482 10660 57 58 766 160 1029 8892 949 3042 387 326 35 28
internal_value=0 -216.972 -622.503 -38982.7 316.986 4611.39 3871.26 13556.1 -587.44 -868.964 1894.55 -8260.65 -2188.79 16541.9 24735.1 9249.6 2717.76 -751.421 -185.922 -8096.57 -4830.8 12378.9 93.5524 1643.44 5228.39 7768.35 -446.326 19509.6 14511.1 -25361.3
internal_weight=0 80922 45992 42 34930 1804 1774 391 45950 41269 4681 351 288 121 101 71 4330 41167 30507 1041 983 217 29466 14688 5409 4380 9279 1338 1012 63
internal_count=4318164 80922 45992 42 34930 1804 1774 391 45950 41269 4681 351 288 121 101 71 4330 41167 30507 1041 983 217 29466 14688 5409 4380 9279 1338 1012 63
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 5 5 5 6 3 3 4 0 2 6 3 5 3 3 3 3 3 4 0 0 5 3 3
split_gain=3.9294e+11 1.01604e+13 3.4603e+13 3.8898e+13 8.74105e+13 9.67787e+13 8.12158e+13 6.27409e+13 6.63271e+13 6.27946e+13 5.07823e+13 1.25974e+14 8.82721e+13 6.60992e+13 4.34534e+13 4.22612e+13 4.22473e+13 4.06184e+13 4.66857e+13 4.17053e+13 3.60218e+13 3.54586e+13 3.42921e+13 4.13372e+13 3.31033e+13 5.41455e+13 1.09562e+14 8.08981e+13 7.76045e+13 6.00974e+13
threshold=37.712318250000003 37.692869000000009 55.518428350000008 55.708120100000009 55.745923000000012 55.751981950000008 55.674875350000008 30.025000000000002 45.005000000000003 73.010000000000005 1.5000000000000002 16.500000000000004 16.500000000000004 2.5000000000000004 55.645049100000001 3.5000000000000004 1.5000000000000002 21.500000000000004 102.01000000000001 31.500000000000004 16.500000000000004 2.5000000000000004 13.500000000000002 22.500000000000004 1.5000000000000002 55.851332700000007 55.842510000000011 72.705000000000013 23.500000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 7 14 -6 15 22 11 -8 -12 -13 17 -9 -17 18 21 -19 -20 -4 -10 -24 -7 26 27 28 -26 -27
right_child=-2 2 3 4 5 24 10 8 9 -11 12 13 -14 -15 -16 16 -18 19 20 -21 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-12.534887324099911 16.064733613895552 -18134.620980475447 -132497.3865625 -44400.637253631656 -35654.614274613581 2123.3199994021384 156371.20732060185 231099.76533564815 66891.670775010862 114551.39130859375 23233.7939453125 -35639.698243055558 147037.19456605817 78845.418393930304 -28483.234216822861 143502.2456484375 -5083.1850302419361 43692.720163833364 30565.88113162879 -95223.332336956519 200644.09968750001 931.0845061693426 -110607.58615451391 9280.9162754725749 -40327.712692914516 91123.952762276793 -102987.39176879085 13686.60550281888 7895.6154784622022 -2849.678050068489
leaf_weight=936966 3364080 1303 20 537 93 3433 54 27 72 72 134 225 101 65 451 50 31 358 33 23 20 4802 36 143 1237 70 153 672 457 2446
leaf_count=936966 3364080 1303 20 537 93 3433 54 27 72 72 134 225 101 65 451 50 31 358 33 23 20 4802 36 143 1237 70 153 672 457 2446
internal_value=0 -56.6439 -2470.98 -1180.45 -5208.48 -2867.94 4925.67 38836.9 54910.5 32226.6 40611.7 16133.9 76442.9 -9979.24 1305.17 122752 86636.2 3861.21 1403.63 35306.7 94746.3 377.669 8611.55 -14830.7 -5448.63 -10611.4 -20975.3 -15671.9 -27318.2 -235.149
internal_weight=0 954084 17118 15815 9529 8992 6286 524 431 323 579 344 235 290 5707 108 81 5256 4875 381 53 4822 251 179 8468 5035 2519 2366 1694 2516
internal_count=4318164 954084 17118 15815 9529 8992 6286 524 431 323 579 344 235 290 5707 108 81 5256 4875 381 53 4822 251 179 8468 5035 2519 2366 1694 2516
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=31
num_cat=0
split_feature=5 5 3 1 5 0 0 2 1 1 0 1 0 0 5 6 1 1 2 3 0 0 1 1 1 5 0 0 0 0
split_gain=3.79548e+11 2.86337e+12 1.34961e+13 2.13726e+13 2.15924e+13 2.64102e+13 2.80686e+13 1.51868e+13 2.3502e+13 2.19408e+13 3.95305e+13 3.21176e+13 3.07087e+13 1.69221e+13 2.3281e+13 1.6466e+13 1.5446e+13 2.74267e+13 1.81038e+13 1.92165e+13 3.15828e+13 2.96932e+13 2.73326e+13 2.00966e+13 2.08757e+13 1.93913e+13 1.73193e+13 4.05729e+13 1.67787e+13 1.64009e+13
threshold=87.395000000000024 90.015000000000015 16.500000000000004 30.226173900000003 88.015000000000015 59.990816400000007 60.017447350000005 12.500000000000002 30.243224600000001 37.275078000000001 60.029906750000002 37.533784800000006 55.591389050000011 59.863160500000006 88.015000000000015 1.5000000000000002 82.959896850000021 82.963712850000022 3.5000000000000004 24.500000000000004 55.695992150000002 55.762622900000004 37.869926150000005 37.417247200000006 38.969379750000009 88.015000000000015 55.039751500000008 55.046835900000012 59.982527000000012 56.911498950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -5 10 12 -11 -9 14 -14 -12 18 -18 -10 28 23 22 -22 -21 25 -25 -26 -28 29 -20
right_child=1 -3 3 7 5 6 -8 9 16 11 15 -13 13 -15 -16 -17 17 -19 19 20 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=7.2384885679758444 -2124.4616577596057 31.552722780086448 -87680.861718750006 100277.2575721154 -28069.573484835564 119250.63503069196 -23648.838512731483 -50783.633908155491 -3113.4265283210698 -29405.560999461941 323.64798529326026 -1429.0469757071908 -8700.2916232638891 27327.215856768635 97451.362757457391 -57946.302079050161 -61829.302637382178 -65.280810621081883 10991.170325876077 -67965.374819711535 -163007.34012500002 -9373.2645882894831 -20325.493790409484 -18425.798284646738 -5646.1542356799264 85908.324039507526 137894.15634765624 9555.115424667787 -21212.39243028429 29938.194677942451
leaf_weight=4075234 27697 202686 45 26 229 28 27 41 1612 461 134 3735 27 296 88 76 92 329 3391 26 25 688 29 23 229 79 32 107 144 528
leaf_count=4075234 27697 202686 45 26 229 28 27 41 1612 461 134 3735 27 296 88 76 92 329 3391 26 25 688 29 23 229 79 32 107 144 528
internal_value=0 -121.428 -891.905 1828.91 -23322.4 -13124.8 49100 2506.17 5370.5 -1833.36 15086.1 -4502.73 31742.3 39974.9 72528.8 -20764.5 5034.05 -13562.4 6166.57 8988.55 -1918.84 -14977.7 -86381.9 17616.7 22351.1 62382 11255.5 39100.8 12312 13543.9
internal_weight=0 242930 40244 12547 329 284 55 12218 7360 4858 662 4196 452 411 115 210 7334 421 6913 5301 1238 742 54 496 470 102 368 139 4063 3919
internal_count=4318164 242930 40244 12547 329 284 55 12218 7360 4858 662 4196 452 411 115 210 7334 421 6913 5301 1238 742 54 496 470 102 368 139 4063 3919
is_linear=0
shrinkage=0.1


Tree=3899
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 1 1 1 3 3 1 1 0 0 3 3 0 6 0 1 6 4 1 0 0 1 3 5 0 1
split_gain=3.71339e+11 1.27817e+13 1.86321e+13 2.80213e+13 1.59392e+13 3.23537e+13 6.07169e+13 5.67045e+13 2.66492e+13 2.45113e+13 7.09843e+13 4.19637e+13 3.43027e+13 5.32543e+13 2.20232e+13 2.05791e+13 2.24965e+13 2e+13 1.89226e+13 1.75507e+13 5.38663e+13 1.59557e+13 1.4622e+13 1.36561e+13 3.2845e+13 4.101e+13 2.09529e+13 1.22783e+13 2.07081e+13 1.36385e+13
threshold=53.385000000000012 53.995000000000012 16.500000000000004 44.580511600000001 56.791364150000007 37.533784800000006 37.767735350000002 37.712318250000003 22.500000000000004 21.500000000000004 37.66934650000001 37.582182450000005 55.701368300000006 55.801980100000009 20.500000000000004 19.500000000000004 60.003414000000006 1.5000000000000002 55.535913550000011 37.503486000000002 1.5000000000000002 1.5000000000000002 37.737121850000008 59.982527000000012 59.990816400000007 30.346469350000003 10.500000000000002 53.705000000000005 55.68356880000001 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 -4 5 19 7 9 -9 10 11 -7 -13 -14 15 17 -17 21 -11 -5 -21 -6 -10 -2 25 26 -25 28 29 -20
right_child=1 -3 3 4 14 6 -8 8 22 18 -12 12 13 -15 -16 16 -18 -19 27 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-24.431655338269515 5946.2743976685715 8.717364225292167 -117220.37027529762 -16606.385710378112 -81658.35735452587 3117.6404989919356 -7884.6451223478216 48366.15241849923 189192.703125 -74793.658143939392 -68429.787426757815 43293.517952806127 247924.51471774193 62566.368044354836 15674.033476978864 -13827.13139203046 -88239.870312500003 36003.789200303821 -644.09862597656252 -165834.16289062501 28860.276750578705 -2549.8074400409141 82822.434375000012 -16295.82421875 2233.4319259854233 11435.237008101853 -136420.03525943396 40682.48431132549 -16828.85141725848 101858.07674967448
leaf_weight=2548914 10710 1752242 21 1030 29 62 2184 81 28 33 48 49 31 31 1032 148 56 135 25 30 27 211 24 20 507 54 53 74 248 27
leaf_count=2548914 10710 1752242 21 1030 29 62 2184 81 28 33 48 49 31 31 1032 148 56 135 25 30 27 211 24 20 507 54 53 74 248 27
internal_value=0 35.1981 2763.36 -1920.73 -1491.65 -4851.08 591.109 24915.7 84231.5 12353.6 39164.1 69016.7 105825 155245 6916.3 -8693.33 -34254.2 5211.76 -2204.36 -19595.6 -73610.5 -12108.8 140099 5102.1 -9158.24 -54635.2 -103509 4200.57 -4798.3 52578.2
internal_weight=0 1.76925e+06 17008 5664 5643 4032 2945 761 133 628 221 173 111 62 1611 579 204 375 407 1087 57 240 52 11344 634 127 73 374 300 52
internal_count=4318164 1769250 17008 5664 5643 4032 2945 761 133 628 221 173 111 62 1611 579 204 375 407 1087 57 240 52 11344 634 127 73 374 300 52
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 1 2 5 5 5 2 5 2 5 5 4 5 1 1 1 2 5 1 1 1 3 3 5 5
split_gain=3.67238e+11 5.13651e+12 4.05391e+13 3.67091e+13 3.32451e+13 3.15056e+13 3.11612e+13 3.00296e+13 2.38485e+13 5.77482e+13 3.76407e+13 2.3265e+13 3.68328e+13 2.0913e+13 3.99974e+13 1.99848e+13 1.68917e+13 2.10359e+13 1.68515e+13 2.40768e+13 4.07757e+13 3.15731e+13 3.56594e+13 2.27385e+13 3.24311e+13 2.3045e+13 1.96265e+13 1.91432e+13 1.70232e+13 2.39668e+13
threshold=45.040161900000008 45.053747000000008 15.500000000000002 41.900971000000006 118.33500000000002 38.911476500000006 38.891822450000006 12.500000000000002 103.45000000000002 83.010000000000005 72.705000000000013 6.5000000000000009 125.85000000000001 1.5000000000000002 85.91500000000002 109.05000000000001 3.5000000000000004 177.02500000000003 39.032393150000004 38.969379750000009 38.92948375000001 3.5000000000000004 94.040000000000006 39.262370300000008 39.036172050000012 39.041623000000008 25.500000000000004 19.500000000000004 102.01000000000001 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 8 9 10 -8 16 -13 14 -7 -9 -6 -18 19 20 28 22 -22 24 27 -26 -21 -20 29 -15
right_child=1 -3 5 -5 11 13 7 15 -10 -11 -12 12 -14 18 -16 -17 17 -19 23 26 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=97.978174249623578 -6459.8416763653986 1.5867385385782462 -88971.015078124998 5451.0793386639734 11292.2138125 16123.317847598892 34240.66298076923 29026.521804120464 122979.65100446431 -29899.855150462961 206093.694625 -196125.8493206522 -43217.976500000004 1671.4439445100984 144919.13742487979 -53046.482932692314 -24190.899936995967 -138009.35511363635 1746.0290545137223 4883.0688441344601 -14000.757599954046 -42302.672500776818 130041.28947010869 4223.4798393007159 -42185.358894938596 -7240.6401009368901 -68079.561359797299 -38787.527655644379 -50854.234783063614 64038.017749763261
leaf_weight=351418 12686 3934717 20 2818 75 332 26 124 56 54 25 23 50 928 26 39 62 22 1204 10286 68 440 23 1574 460 320 37 129 56 66
leaf_count=351418 12686 3934717 20 2818 75 332 26 124 56 54 25 23 50 928 26 39 62 22 1204 10286 68 440 23 1574 460 320 37 129 56 66
internal_value=0 -8.67998 -1269.93 -4890.02 -7145.88 2226.4 32168.4 39646.1 70278.7 42171.5 118482 -44659.1 -91394.4 1580.59 25477.2 9389.42 -23202 -54000.5 1031.87 2861.54 -8630.3 -31213.3 22405.5 -4875.48 -11653.4 -27849.1 4621.55 -2176.57 2790.26 5812.48
internal_weight=0 3.96675e+06 32029 15736 12918 16293 344 324 161 105 51 232 73 15949 358 163 159 84 15591 11904 1581 531 91 3687 2113 780 10323 1333 1050 994
internal_count=4318164 3966746 32029 15736 12918 16293 344 324 161 105 51 232 73 15949 358 163 159 84 15591 11904 1581 531 91 3687 2113 780 10323 1333 1050 994
is_linear=0
shrinkage=0.1


Tree=3901
num_leaves=31
num_cat=0
split_feature=3 0 4 1 1 0 4 3 5 2 2 0 5 1 3 3 2 2 1 5 5 3 2 2 5 5 4 2 2 5
split_gain=3.63953e+11 3.8445e+12 7.51423e+12 7.12994e+12 1.99342e+13 1.84737e+13 2.10621e+13 1.91932e+13 1.76405e+13 1.37363e+13 1.67091e+13 1.36279e+13 1.69914e+13 1.12435e+13 1.59257e+13 9.99466e+12 9.50409e+12 9.36431e+12 8.84193e+12 1.39753e+13 2.19967e+13 1.24131e+13 3.1863e+13 2.53588e+13 4.18744e+13 3.74778e+13 1.75976e+13 1.57759e+13 1.25152e+13 1.18185e+13
threshold=18.500000000000004 43.592450450000008 3.5000000000000004 42.09605220000001 39.899261850000009 43.514103700000014 2.5000000000000004 19.500000000000004 67.990000000000023 10.500000000000002 14.500000000000002 43.056445700000005 71.715000000000018 39.925119750000007 23.500000000000004 21.500000000000004 9.5000000000000018 11.500000000000002 39.767857750000005 32.910000000000004 33.805000000000007 20.500000000000004 5.5000000000000009 8.5000000000000018 65.905000000000015 86.810000000000016 1.5000000000000002 2.5000000000000004 21.500000000000004 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 18 6 7 8 -6 13 15 -5 -13 -9 -15 -11 -7 -8 21 -20 -21 22 -2 24 26 -25 -24 -23 29 -29
right_child=1 -3 -4 11 5 16 17 9 -10 10 -12 12 -14 14 -16 -17 -18 -19 19 20 -22 27 23 25 -26 -27 -28 28 -30 -31
leaf_value=11.66957745028413 -63584.285010593223 -56.917653704362976 36188.25 -5654.8573342864047 18015.9378125 38839.913880208333 2892.6876616379313 -53263.874425159804 149242.70669642856 122631.85612500001 -8561.2787500000013 -14758.755078125001 -137929.10104166667 73975.962625 -31836.307481060609 30214.906782670456 127834.70656250001 -72141.80774739584 -101415.2746433424 70361.313110351562 -32943.678923975283 72699.656022135416 51760.588219572375 -5995.6344530495899 150723.16950000002 -113588.12257179055 -42158.809342447923 -7394.5223437499999 -61458.630610795459 16754.645091228242
leaf_weight=3717520 118 598453 45 97 20 30 29 44 21 25 40 24 21 25 33 22 20 39 23 24 146 30 38 259 25 37 42 565 33 316
leaf_count=3717520 118 598453 45 97 20 30 29 44 21 25 40 24 21 25 33 22 20 39 23 24 146 30 38 259 25 37 42 565 33 316
internal_value=0 -72.2256 -4253.47 -5101.5 -3567.15 18189.4 8751.8 23207.3 85229.6 9752.72 38943.4 -26755.2 -72238.2 -15145.2 13772.4 79372.9 74437.8 -40141.8 -8139.19 -28257.3 -18359.4 -5485.2 -17908 -4467.13 37755.3 -19444.7 2452.9 1344.72 -997.344 1267.38
internal_weight=0 600644 2191 2146 2004 348 298 230 41 189 87 142 45 102 58 47 50 68 1656 193 170 1463 519 401 105 296 80 944 914 881
internal_count=4318164 600644 2191 2146 2004 348 298 230 41 189 87 142 45 102 58 47 50 68 1656 193 170 1463 519 401 105 296 80 944 914 881
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=31
num_cat=0
split_feature=4 0 0 1 2 5 5 3 3 3 0 0 4 1 6 0 1 0 0 2 0 1 3 3 1 4 0 0 0 4
split_gain=3.46248e+11 3.26895e+12 1.92094e+12 3.60955e+12 4.83151e+12 1.85687e+12 4.2891e+11 1.31887e+12 1.28264e+12 5.87833e+12 6.85616e+12 7.12407e+12 5.48334e+12 4.01791e+12 5.50415e+12 8.48591e+12 1.11395e+13 3.97137e+12 3.45328e+12 5.64854e+12 2.95642e+12 1.18329e+13 3.48628e+12 2.48157e+12 1.417e+13 8.92135e+12 7.53802e+12 1.35508e+13 2.18705e+13 1.76904e+13
threshold=8.5000000000000018 59.916647550000008 55.078308950000007 39.666208800000007 4.5000000000000009 75.750000000000014 225.45000000000002 32.500000000000007 14.500000000000002 15.500000000000002 59.863160500000006 57.147575200000006 5.5000000000000009 82.966612450000014 1.5000000000000002 55.078308950000007 39.080602550000002 56.281985950000006 55.74310830000001 8.5000000000000018 55.017213950000006 37.792847950000002 22.500000000000004 9.5000000000000018 83.663637000000008 1.5000000000000002 54.725565150000001 56.320495600000008 55.727011600000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -4 -1 8 23 -10 11 12 13 14 15 16 -11 18 20 -20 22 -22 -16 -8 25 -25 -27 28 -28 -29
right_child=1 -3 5 4 -6 -7 7 -9 9 10 -12 -13 -14 -15 17 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-1.1529772844056227 40838.191438802081 41376.511104910722 636.01138392857149 -44510.602421875003 18531.522202620967 -38186.709454900571 801.97015172667432 23905.484250000001 -47375.961328125006 -11074.41005045573 43904.566785037881 -51262.46966594828 44342.887020169772 36532.897092848558 -759.68501198508523 15107.030942234849 -96045.384573929405 -39868.252765625002 -6298.1235097656254 62369.945091711954 28917.926841517859 -55842.126523437502 31669.98785714286 -14877.587906522529 -72857.309609375006 5712.6576541385139 27196.929471781717 69095.869140625 128780.59765625 -51534.759809727824
leaf_weight=4313776 24 21 28 20 31 22 2773 25 28 36 33 29 26 26 627 33 27 25 25 23 28 40 35 86 20 148 67 20 31 31
leaf_count=4313776 24 21 28 20 31 22 2773 25 28 36 33 29 26 26 627 33 27 25 25 23 28 40 35 86 20 148 67 20 31 31
internal_value=0 4869.79 -1263.34 8858.42 -6190.88 -16446 -0.164658 1004.88 869.114 -2177.13 -927.808 -2437.47 -948.589 -2221.65 -3342.47 -25972.6 -47490.5 -636.995 623.65 26605.3 -1084.73 -20940.9 954.875 1867.59 9199.97 13484.9 21697.7 37575.4 59330.5 -4228.63
internal_weight=0 146 125 75 51 50 4.31802e+06 4242 4217 1041 1013 980 951 925 899 96 63 803 778 48 730 68 662 3176 403 383 297 149 98 51
internal_count=4318164 146 125 75 51 50 4318018 4242 4217 1041 1013 980 951 925 899 96 63 803 778 48 730 68 662 3176 403 383 297 149 98 51
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 3 1 1 1 3 2 3 0 4 6 3 3 4 2 0 0 1 2 3 2 1 0 2 3 1
split_gain=3.5254e+11 4.84865e+12 2.29997e+13 2.41725e+13 1.65162e+13 1.51109e+13 2.43965e+13 1.31112e+13 1.60789e+13 2.95461e+13 1.76942e+13 1.73801e+13 1.57285e+13 1.45303e+13 1.269e+13 1.24622e+13 2.11787e+13 2.96811e+13 2.26511e+13 1.64539e+13 2.20622e+13 2.026e+13 2.47994e+13 1.9902e+13 1.52878e+13 1.83567e+13 1.52089e+13 1.41511e+13 1.39506e+13 2.06339e+13
threshold=98.020000000000024 99.555000000000021 59.932719750000011 59.939091550000008 59.916647550000008 16.500000000000004 30.243224600000001 30.207352000000004 37.542000650000013 18.500000000000004 24.500000000000004 17.500000000000004 55.664473600000008 2.5000000000000004 1.5000000000000002 6.5000000000000009 10.500000000000002 2.5000000000000004 13.500000000000002 55.826364100000013 55.755036050000008 37.66934650000001 17.500000000000004 25.500000000000004 4.5000000000000009 52.307266200000008 57.60800230000001 14.500000000000002 23.500000000000004 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 14 7 -5 -7 13 9 11 15 -9 -11 -2 -4 -10 24 18 -18 20 28 -21 27 -22 25 -17 -26 -23 29 -19
right_child=1 -3 3 5 -6 6 -8 8 10 12 -12 -13 -14 -15 -16 16 17 19 -20 21 23 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=5.1426793315588473 33235.666451322111 -32.340162800490752 115229.99301897323 21038.497813924158 -52266.074234803091 -87555.492633551534 5509.8639234639832 2513.9734445682652 5684.8093163010444 97842.635289634156 -99911.264101562498 -70917.01567095588 28377.366150746857 -49475.884688173493 21947.056140625002 -51625.441856024525 -61668.481167648097 -94519.058906250008 25802.670374177633 93057.671235795468 -47643.352821368484 11409.925289577908 -84906.266695312515 57949.860175781258 -11424.032415521751 -14661.071204767999 75127.851934523816 73414.505702767725 -17542.571472576106 8041.5237705488007
leaf_weight=4182669 26 129703 35 336 73 37 118 620 789 41 20 34 159 116 25 246 134 20 38 33 166 360 25 20 611 296 21 41 329 1023
leaf_count=4182669 26 129703 35 336 73 37 118 620 789 41 20 34 159 116 25 246 134 20 38 33 166 360 25 20 611 296 21 41 329 1023
internal_value=0 -158.752 -2989.56 16445.1 -5032.78 9123.31 -16705.7 -4365.59 -3518.96 8982.48 -6077.98 -1303.54 42617.7 -34331.5 76362.1 -5625.98 -8279.63 -2468.01 -42343.5 932.378 -3969.97 17572.6 11725.1 -36289.2 -19115.8 -31438.3 -8548.1 17749.5 411.51 6074.88
internal_weight=0 135495 5792 551 5241 491 155 5168 5026 854 4172 654 200 142 60 4152 3363 2189 172 2017 1558 459 426 186 1174 542 632 401 1372 1043
internal_count=4318164 135495 5792 551 5241 491 155 5168 5026 854 4172 654 200 142 60 4152 3363 2189 172 2017 1558 459 426 186 1174 542 632 401 1372 1043
is_linear=0
shrinkage=0.1


Tree=3904
num_leaves=31
num_cat=0
split_feature=5 0 5 4 1 2 0 6 5 0 0 2 6 3 0 1 2 1 1 0 3 5 3 3 5 3 5 3 5 0
split_gain=3.47109e+11 3.27808e+12 1.61088e+13 2.09508e+13 2.92269e+13 2.40243e+13 2.5579e+13 5.28566e+13 4.05047e+13 4.49337e+13 4.27444e+13 4.67492e+13 2.78597e+13 2.51861e+13 2.40919e+13 1.9655e+13 1.71038e+13 1.68378e+13 3.16445e+13 6.65349e+13 6.83516e+13 5.22259e+13 4.55155e+13 5.73452e+13 4.21763e+13 4.13249e+13 5.23006e+13 7.28194e+13 4.31462e+13 4.11835e+13
threshold=55.405000000000008 56.802385350000009 56.835000000000008 1.5000000000000002 60.628582700000003 12.500000000000002 59.904813200000007 1.5000000000000002 55.990000000000002 59.982527000000012 59.932719750000011 3.5000000000000004 1.5000000000000002 7.5000000000000009 59.834458500000004 60.55755580000001 9.5000000000000018 60.58031445000001 60.628582700000003 56.831297550000009 5.5000000000000009 76.00500000000001 18.500000000000004 25.500000000000004 104.75000000000001 25.500000000000004 94.040000000000006 11.500000000000002 96.015000000000015 56.911498950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 12 13 -9 10 -10 -12 14 -8 -3 -7 -5 -4 19 20 21 -19 29 -24 25 26 -22 28 -28 -21
right_child=1 2 17 16 -6 15 7 8 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 22 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-22.148704041383386 -34.939901138708613 43344.058748070995 -272.72021770513629 475.16102999861153 -15679.745909288195 -30473.696331460967 -105489.58777613146 -21899.750213396994 15473.125363685345 -5271.919703851745 63489.50535762393 230245.99704101562 27763.867506955274 -6265.0164773545512 122274.17585119301 45507.928808593751 7998.723127201024 -572.62998956952777 436.60436020888176 7241.7795094739358 26640.062091815245 -73001.244807052615 -20783.756324684837 8807.3705720778962 5140.4159031520721 636.47618984576366 254051.35427083331 47112.963425472073 85824.743901209673 -19791.213947470675
leaf_weight=2681621 1305769 81 234655 12549 243 131 29 54 29 43 29 40 268 217 74 46 3980 448 63167 7119 1947 128 1760 1043 1277 485 30 259 31 612
leaf_count=2681621 1305769 81 234655 12549 243 131 29 54 29 43 29 40 268 217 74 46 3980 448 63167 7119 1947 128 1760 1043 1277 485 30 259 31 612
internal_value=0 36.2926 317.491 3242.6 15547.3 22836.7 29712.6 12861.2 51746 79950.8 117344 160160 47281 -17962.2 81026.8 -10727.1 2286.75 151.001 1420.74 5527.02 15553.7 -16667.9 1143.79 -9772.86 20160.2 27129.8 32797.8 70263.6 168559 5101.8
internal_weight=0 1.63654e+06 330774 17813 1284 1041 864 441 195 141 98 69 423 246 155 177 16529 312961 78306 15139 4605 576 10534 2803 4029 2752 2267 320 61 7731
internal_count=4318164 1636543 330774 17813 1284 1041 864 441 195 141 98 69 423 246 155 177 16529 312961 78306 15139 4605 576 10534 2803 4029 2752 2267 320 61 7731
is_linear=0
shrinkage=0.1


Tree=3905
num_leaves=31
num_cat=0
split_feature=5 5 0 3 1 1 2 1 0 2 6 3 1 4 3 4 1 1 3 4 0 1 3 1 1 3 0 3 0 5
split_gain=3.48466e+11 3.21225e+12 1.39217e+13 2.77021e+13 1.9321e+13 4.2222e+13 2.56052e+13 2.53971e+13 5.39098e+13 2.47157e+13 2.69268e+13 2.68797e+13 3.528e+13 2.38158e+13 4.39443e+13 2.33304e+13 3.33515e+13 4.74808e+13 2.6247e+13 3.27591e+13 2.65178e+13 2.19653e+13 2.12889e+13 3.14614e+13 2.48135e+13 2.58456e+13 2.30382e+13 1.99455e+13 4.20043e+13 3.26162e+13
threshold=112.04500000000002 109.05000000000001 56.895161300000005 15.500000000000002 30.370618100000005 33.101335500000005 5.5000000000000009 30.259484550000003 59.863160500000006 11.500000000000002 1.5000000000000002 10.500000000000002 30.323743050000001 2.5000000000000004 9.5000000000000018 3.5000000000000004 65.480823400000006 65.565203050000022 8.5000000000000018 2.5000000000000004 57.157092150000004 30.502469200000004 6.5000000000000009 30.323743050000001 30.346469350000003 5.5000000000000009 59.932719750000011 12.500000000000002 59.950068600000009 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 21 8 -4 10 11 -9 -13 -12 22 16 -7 18 -18 -20 -21 -6 24 -24 25 -15 -26 28 -10 -30
right_child=-2 2 3 -5 5 15 -8 9 27 -11 13 12 -14 14 -16 -17 17 -19 19 20 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=-0.71079594925881862 -222.54121854851638 3652.5335786738965 -117248.00636858259 -22442.381959117542 -2836.9697661911232 -12330.548133169212 -124650.58059895833 -69445.907373847338 50192.978919956142 90805.184577824533 100536.99399857955 91905.633490175198 -73898.169577752982 -33591.681397058826 -55858.167760195982 -25338.590648361733 -1799.0466015625 -19992.156443189539 205200.26849655877 40896.719740681481 154985.77216435186 -119640.42901785714 172010.17766203705 27422.037591911765 137676.13906250001 54384.864943181819 12537.813281250001 73510.489725534542 4567.9061941964283 -148066.66183035713
leaf_weight=4238385 69234 8270 42 660 69 265 42 61 57 52 44 33 21 85 59 232 40 92 21 83 27 21 27 34 31 55 28 38 28 28
leaf_count=4238385 69234 8270 42 660 69 265 42 61 57 52 44 33 21 85 59 232 40 92 21 83 27 21 27 34 31 55 28 38 28 28
internal_value=0 3.62619 1746.8 -5180.84 1873.41 -7973.84 -60178.2 14022.4 -17036.2 25332.5 18209.9 -23958.1 27426.4 31568.9 22056.1 1093.24 12707.2 37935.4 69101.1 90750 68900.4 -30091.1 39736.6 91420.1 23893.9 970.533 78288.5 10837.3 -10238.6 -71749.4
internal_weight=0 4.24893e+06 10545 2275 1615 892 132 723 193 530 478 115 54 363 319 760 528 263 171 131 110 90 260 61 199 140 59 151 113 56
internal_count=4318164 4248930 10545 2275 1615 892 132 723 193 530 478 115 54 363 319 760 528 263 171 131 110 90 260 61 199 140 59 151 113 56
is_linear=0
shrinkage=0.1


Tree=3906
num_leaves=31
num_cat=0
split_feature=5 5 4 0 3 4 1 3 6 2 2 1 2 3 3 0 2 0 0 3 0 1 0 0 0 0 0 0 3 2
split_gain=3.45605e+11 6.96042e+12 3.04347e+13 3.03165e+13 2.54335e+13 4.90098e+13 4.33186e+13 4.3828e+13 3.08565e+13 3.47412e+13 2.44235e+13 3.90123e+13 2.5972e+13 3.2174e+13 3.81335e+13 2.19308e+13 3.49615e+13 5.0879e+13 3.1364e+13 3.76162e+13 3.90486e+13 3.09895e+13 2.9845e+13 3.36084e+13 2.46194e+13 2.03114e+13 2.94801e+13 5.2104e+13 3.15574e+13 2.28294e+13
threshold=125.85000000000001 128.92000000000004 1.5000000000000002 55.299834250000011 17.500000000000004 3.5000000000000004 82.940215400000014 18.500000000000004 1.5000000000000002 3.5000000000000004 2.5000000000000004 30.278357500000002 14.500000000000002 6.5000000000000009 9.5000000000000018 55.601678500000013 6.5000000000000009 55.812836050000008 43.514103700000014 7.5000000000000009 47.222459950000008 33.101335500000005 55.017213950000006 53.204054050000003 56.338501050000012 60.003414000000006 56.301440000000007 55.751981950000008 7.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 7 -6 -9 -10 11 -4 13 -12 15 18 17 -17 -15 -20 -21 -19 23 -22 -23 26 27 -13 -29 -27
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 12 25 -14 14 -16 16 -18 21 19 20 22 24 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-2.7253646218854284 162497.77753906252 -162.73126313545092 -109302.46321428573 11708.660666503907 -86851.875680954399 -45881.124863688157 -78811.646432783033 -12099.0621130741 -61949.949316406251 60084.595744209459 -4111.3243838571952 -4429.0919222408747 -43634.988046380546 -17563.028432765153 13018.782357669597 -88902.124050071026 -36045.294616699219 170908.10428240744 -3534.8816517857144 190194.19289994673 122026.55937500001 111285.65445884148 136455.85410610467 -46476.4775862069 12030.898104858399 123908.65667067308 -40091.010206542967 181608.00156250002 32727.748208705361 7979.4935267857145
leaf_weight=4278458 24 35489 35 30 37 288 53 132 26 227 645 726 79 33 1159 22 64 27 35 44 20 41 43 29 64 26 200 24 35 49
leaf_count=4278458 24 35489 35 30 37 288 53 132 26 227 645 726 79 33 1159 22 64 27 35 44 20 41 43 29 64 26 200 24 35 49
internal_value=0 293.667 4134.58 78726 3167.02 -13332.7 6401.88 17104 27094.6 47543.5 6869.76 -5427.06 12711.4 14711.1 22390.1 48128 26075.5 51892 71693.9 88918.9 112712 75357.6 75655.6 22300.3 50787.5 -1997.21 -5816.91 2915.34 93289.2 48168.3
internal_weight=0 39706 4217 54 4163 763 475 422 385 253 3400 1095 2305 2226 1581 422 218 154 204 171 136 132 92 49 105 1060 985 785 59 75
internal_count=4318164 39706 4217 54 4163 763 475 422 385 253 3400 1095 2305 2226 1581 422 218 154 204 171 136 132 92 49 105 1060 985 785 59 75
is_linear=0
shrinkage=0.1


Tree=3907
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 1 2 1 0 3 0 1 1 5 5 0 1 5 1 2 0 0 2 1 5 4 0 5 5 5
split_gain=3.768e+11 2.23563e+12 7.83914e+12 2.48027e+13 2.13778e+13 1.9364e+13 4.17619e+13 3.40873e+13 2.4189e+13 1.87281e+13 1.83776e+13 4.93875e+13 5.17596e+13 3.27135e+13 5.66188e+13 2.21316e+13 4.75626e+13 1.83368e+13 1.73331e+13 1.6955e+13 1.55041e+13 1.53519e+13 1.82106e+13 3.80268e+13 1.51804e+13 3.30968e+13 3.33761e+13 2.48988e+13 2.11881e+13 1.69031e+13
threshold=100.05000000000001 5.5000000000000009 53.664171200000006 59.76223980000001 54.725565150000001 43.94115175000001 1.5000000000000002 43.808567100000012 47.425481600000005 2.5000000000000004 55.793358600000012 47.981192400000005 49.073956850000009 137.05000000000004 132.05000000000004 56.320495600000008 44.005491150000005 103.45000000000002 50.158868250000005 1.5000000000000002 55.795550600000006 55.795550600000006 2.5000000000000004 49.148175700000003 110.05000000000001 3.5000000000000004 56.143542450000005 116.06000000000002 125.85000000000001 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 17 19 -8 18 -11 13 -13 14 15 24 -17 -7 20 -2 -10 -14 23 -23 25 26 -12 29 -29 -26
right_child=1 -3 3 -5 -6 6 8 -9 9 10 11 12 21 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=4.9687866097484878 6130.9849348545631 38.187818835950701 -7151.2291284885059 -1807.7966812517623 -42171.491302820155 49978.003882998513 -1581.0909587086333 -46450.794918677922 -104315.05552083334 33680.607631055893 -59785.246651785717 -114506.06731008977 -66263.06448759191 4930.8879082847398 198941.12316576089 184685.34170258621 38550.628629557294 -18004.761845961908 41229.755104166667 -2884.357860176352 -11085.693625710228 111873.09092261906 -11355.090832405447 -17797.841007653064 53933.8898055639 -118821.35915178571 61016.246922348488 -24967.226435546876 75792.976953125006 165213.97619047621
leaf_weight=4199349 2593 95592 424 5486 296 42 880 168 30 687 35 47 34 347 23 29 96 717 30 10671 44 42 214 49 39 21 66 60 32 21
leaf_count=4199349 2593 95592 424 5486 296 42 880 168 30 687 35 47 34 347 23 29 96 717 30 10671 44 42 214 49 39 21 66 60 32 21
internal_value=0 -175.615 -1055.68 -4098.04 -21548.4 53.8479 6583.38 -1688.88 12176.8 18398.3 20729.3 13025.8 -16161 27676.2 46379.1 37584.8 72453.9 -14242.9 -22887.8 -1121.93 -48881.4 -2526.13 4578.97 42050.3 21677.4 -4595.57 19154.3 42764.8 10079.8 92881.9
internal_weight=0 118815 23223 6206 720 17017 3585 13432 2826 1946 1842 1155 386 769 422 399 125 759 104 13264 74 339 305 91 274 122 101 152 92 60
internal_count=4318164 118815 23223 6206 720 17017 3585 13432 2826 1946 1842 1155 386 769 422 399 125 759 104 13264 74 339 305 91 274 122 101 152 92 60
is_linear=0
shrinkage=0.1


Tree=3908
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 1 6 0 0 0 4 1 6 3 2 0 4 2 1 2 0 1 0 4 0 1 0 3 1 0
split_gain=4.13594e+11 1.38314e+12 3.38246e+12 2.95517e+12 1.42424e+13 7.62507e+12 7.23676e+12 6.23579e+12 1.31771e+13 1.19629e+13 1.53231e+13 1.92184e+13 1.39085e+13 8.90848e+12 1.08367e+13 9.88838e+12 2.18395e+13 7.19661e+12 5.99653e+12 1.16583e+13 9.53586e+12 7.34093e+12 1.36099e+13 1.23931e+13 5.76813e+12 9.03432e+12 6.01286e+12 6.50896e+12 5.61029e+12 5.28619e+12
threshold=225.45000000000002 3.5000000000000004 27.500000000000004 39.863684800000009 39.041623000000008 39.011252750000004 1.5000000000000002 55.657530000000008 55.349623500000007 55.812836050000008 1.5000000000000002 37.712318250000003 1.5000000000000002 9.5000000000000018 11.500000000000002 45.055827000000008 2.5000000000000004 1.5000000000000002 54.845880150000006 9.5000000000000018 56.338501050000012 50.227799100000006 53.145783300000012 1.5000000000000002 44.732363600000006 42.09605220000001 43.465905150000005 4.5000000000000009 49.111504200000006 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -6 8 13 10 -9 -12 -11 15 -15 16 -2 -17 19 20 21 22 24 -24 25 -5 -27 -28 -22 -10
right_child=1 2 -4 18 6 -7 -8 9 29 12 11 -13 -14 14 -16 17 -18 -19 -20 -21 28 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.97276877830727848 -19647.237727864584 -357.8416824776786 -40681.982514880954 -46927.242263104839 -82279.022602982965 44318.512311197919 -20330.045456025095 -3504.2379557291665 -75626.982421875 54320.606064453132 136320.6662037037 6987.2107421875007 -9631.180041127478 -63107.574146792758 22724.026432291666 31929.818694196427 110351.26411830357 -25305.980372748942 -2017.2761000288911 65978.803258634871 73025.617347301144 39584.915943287044 7276.1626066706731 -51509.516782226565 33325.74909667969 953.52492564211616 882.5361263020834 63192.563877467102 18991.222189198372 -13408.017684659091
leaf_weight=4313902 24 2205 21 31 22 45 132 39 36 40 27 20 227 38 24 35 28 59 529 38 33 54 65 80 88 186 30 38 46 22
leaf_count=4313902 24 2205 21 31 22 45 132 39 36 40 27 20 227 38 24 35 28 59 529 38 33 54 65 80 88 186 30 38 46 22
internal_value=0 984.614 -738.258 2868.27 -1780.63 4574.02 -29179.9 1684.68 -9877.69 10397.4 42834.2 81285.2 -50.3881 1875.39 -29882.4 15361.6 50352 -3994.78 5990.43 12138.6 8995.83 4497.98 840.27 -25157.3 10946.6 4036.51 10256.5 35702.8 41562.6 -52026.7
internal_weight=0 4262 2226 2036 818 664 154 619 266 353 86 47 267 208 62 146 52 94 1218 689 651 572 518 145 373 285 254 68 79 58
internal_count=4318164 4262 2226 2036 818 664 154 619 266 353 86 47 267 208 62 146 52 94 1218 689 651 572 518 145 373 285 254 68 79 58
is_linear=0
shrinkage=0.1


Tree=3909
num_leaves=31
num_cat=0
split_feature=4 1 1 3 1 3 1 5 0 1 1 1 1 5 2 5 5 3 1 0 5 0 0 0 0 1 3 2 3 3
split_gain=4.07955e+11 2.64747e+12 1.46207e+13 2.12331e+13 1.03593e+13 2.58702e+13 9.49678e+12 9.14903e+12 7.09831e+12 7.00858e+12 5.97034e+12 2.16171e+13 1.29379e+13 2.51948e+13 8.36194e+12 8.29023e+12 2.04726e+13 1.74432e+13 1.47914e+13 9.29361e+12 1.85853e+13 4.48824e+13 1.93699e+13 1.45737e+13 1.16616e+13 3.46029e+13 1.12897e+13 1.25606e+13 1.03986e+13 1.01707e+13
threshold=4.5000000000000009 37.767735350000002 37.792847950000002 10.500000000000002 37.487839250000007 19.500000000000004 37.457850350000008 118.33500000000002 55.576287050000012 37.832345550000007 30.451272450000005 30.468306550000005 30.425002000000003 118.33500000000002 17.500000000000004 177.02500000000003 142.05000000000004 20.500000000000004 37.214886200000009 55.885524800000006 107.05000000000001 56.009576300000013 56.876792350000009 55.719391050000006 55.56564190000001 37.39371280000001 8.5000000000000018 4.5000000000000009 11.500000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 6 -6 10 -3 -8 -4 12 -12 14 -14 -2 16 17 19 -17 23 21 -21 -22 24 28 -26 -25 -28 -13 -23
right_child=1 2 9 -5 5 -7 8 -9 -10 -11 11 15 13 -15 -16 18 -18 -19 -20 20 22 29 -24 26 25 -27 27 -29 -30 -31
leaf_value=-1.7761920179457533 433.69617277623541 133442.66927379262 -48977.972154017858 -10064.065163352272 -10001.804086296695 -112689.56809856708 82682.0546875 47267.50912388393 7264.9040865384613 1119.2474585588473 -85370.736517693018 -965.19265398298 -26846.761132812502 125124.29042968751 45481.785994466147 40858.821875000001 -38594.792706752232 92154.698105468764 -20382.092092803032 -181154.8373232887 81939.03277633102 43757.305487351194 -27140.771751143297 105891.88785342262 -151764.96009765627 5790.8364353345787 64637.57421875 -25429.302005208334 70892.841264204544 -39422.292426658169
leaf_weight=4303792 2178 22 28 44 435 26 24 28 26 10514 34 238 20 24 42 98 175 20 66 21 27 21 41 21 20 46 32 30 22 49
leaf_count=4303792 2178 22 28 44 435 26 24 28 26 10514 34 238 20 24 42 98 175 20 66 21 27 21 41 21 20 46 32 30 22 49
internal_value=0 531.892 1336.29 40600.1 -1758.15 -15793.3 217.489 85184.6 43465.1 986.187 -453.017 -7057.08 2350.21 56046.5 1285.96 -4184.73 -8569.06 367.168 16213.1 -2864.79 -23380.2 -52934.5 16170.3 5110.66 -4414.09 -41953.3 42521.1 21056.8 5115.1 -14468.4
internal_weight=0 14372 10636 94 3736 461 3275 50 50 10542 3225 961 2264 44 2220 927 763 588 164 568 159 91 68 409 326 66 83 62 260 70
internal_count=4318164 14372 10636 94 3736 461 3275 50 50 10542 3225 961 2264 44 2220 927 763 588 164 568 159 91 68 409 326 66 83 62 260 70
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=31
num_cat=0
split_feature=3 5 5 5 5 0 4 4 1 1 0 1 5 1 0 0 1 0 1 1 5 1 0 0 5 5 5 0 5 1
split_gain=3.67232e+11 2.49964e+12 6.3253e+12 6.89914e+12 7.05436e+12 7.05267e+12 8.2635e+12 5.82978e+12 1.50951e+13 1.56212e+13 9.41463e+12 8.32236e+12 5.43115e+12 8.92927e+12 5.15255e+12 2.23786e+13 5.10775e+12 5.05977e+12 5.02731e+12 3.9235e+12 1.2668e+13 1.16911e+13 9.62895e+12 1.36732e+13 7.16972e+12 6.39211e+12 5.93449e+12 4.87801e+12 2.04308e+13 8.09632e+12
threshold=2.5000000000000004 80.00500000000001 79.730000000000018 78.710000000000022 77.715000000000018 44.982728700000003 2.5000000000000004 3.5000000000000004 39.925119750000007 39.666208800000007 43.642715500000008 47.554129950000011 77.00500000000001 39.826386800000009 55.078308950000007 54.762542150000009 39.027779200000005 56.320495600000008 82.911991800000024 37.314272700000011 81.910000000000011 37.275078000000001 54.725565150000001 54.736324100000012 85.91500000000002 81.910000000000011 90.015000000000015 61.674413550000004 89.00500000000001 37.098288800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -5 -7 10 9 -9 -4 -10 -1 -14 15 16 -8 -6 -12 20 -3 22 24 -24 -22 -21 -26 29 -29 -25
right_child=-2 19 7 5 17 6 14 8 11 -11 18 -13 13 -15 -16 -17 -18 -19 -20 25 21 -23 23 27 26 -27 -28 28 -30 -31
leaf_value=116.376275908441 -4.7816795949118616 -83667.121435546884 -69472.385930524557 -34057.017487980767 -18600.276148348723 69932.866041666668 39801.219278492645 6970.1977463294725 -59511.339143318968 121849.5147265625 -14064.839145683876 10847.518621826173 72960.075491898155 2741.5622771661933 -1792.913375289352 119533.22379261366 -7786.9045475746279 7919.5550154976227 10842.126468531293 16746.055869140626 -67513.724117476857 -71263.062076822913 75420.72112165179 -6437.7463211405238 25865.141571969696 2104.1422734741468 -22485.975042613638 106709.72741477273 -11316.020308061081 48823.932354525867
leaf_weight=104966 4205107 20 28 26 330 30 34 29 29 20 520 40 27 55 108 22 67 92 96 315 27 24 28 309 33 5577 110 22 44 29
leaf_count=104966 4205107 20 28 26 330 30 34 29 29 20 520 40 27 55 108 22 67 92 96 315 27 24 28 309 33 5577 110 22 44 29
internal_value=0 177.853 61.3598 126.771 84.638 15610.2 20557.9 -9016.93 11416.9 53859.7 -12761 -18723.6 136.473 25862.3 14145.5 28140.2 8232.86 -12818.7 -10183.2 2075.79 -5322.47 -2819.44 -90.7947 7842.87 -20251.6 2886.93 -11328 3159.26 28025.9 -1696.36
internal_weight=0 113057 106519 105757 105470 287 261 762 118 49 644 69 105048 82 231 123 101 422 616 6538 646 626 602 432 170 5892 143 404 66 338
internal_count=4318164 113057 106519 105757 105470 287 261 762 118 49 644 69 105048 82 231 123 101 422 616 6538 646 626 602 432 170 5892 143 404 66 338
is_linear=0
shrinkage=0.1


Tree=3911
num_leaves=31
num_cat=0
split_feature=5 4 5 1 1 2 3 3 1 1 2 1 0 0 0 3 6 1 3 6 1 0 2 2 0 0 0 0 0 1
split_gain=3.64029e+11 6.85059e+12 9.29708e+12 2.7228e+13 3.64604e+13 2.31093e+13 2.36809e+13 3.14249e+13 1.70866e+13 2.31256e+13 1.62133e+13 1.55805e+13 3.08719e+13 4.24293e+13 2.67206e+13 2.16963e+13 1.87679e+13 1.74982e+13 1.34082e+13 1.30897e+13 1.48147e+13 1.16715e+13 1.08947e+13 1.06069e+13 1.45139e+13 9.84849e+12 9.84336e+12 9.56336e+12 1.30075e+13 1.24126e+13
threshold=110.05000000000001 3.5000000000000004 112.04500000000002 82.888608650000023 82.911991800000024 10.500000000000002 20.500000000000004 17.500000000000004 30.226173900000003 37.767735350000002 13.500000000000002 37.362912300000012 59.755965500000009 59.916647550000008 59.932719750000011 15.500000000000002 1.5000000000000002 37.098288800000006 9.5000000000000018 1.5000000000000002 37.777459000000007 56.838612000000005 16.500000000000004 4.5000000000000009 55.657530000000008 55.061033200000004 55.349623500000007 56.831297550000009 56.281985950000006 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 7 10 -3 11 19 12 17 -14 -15 16 18 -10 -13 -7 -21 -12 -8 27 -25 -6 -27 28 29 -11
right_child=1 2 -4 4 25 6 22 -9 9 23 21 15 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.8449595723956622 -1114.115007373972 -59249.615887920678 459.72006789441485 170815.97254882814 44682.488602007121 18252.707774430615 -74067.902296875007 147714.23120343243 -91635.602260044659 -50014.348361280492 24073.078431919643 -10624.581429617747 118281.55562499999 -82211.791197916667 24800.736749906995 -31781.676412259614 138327.29940732761 8359.3762499999993 81094.997001689189 141220.04543269231 39595.580249023442 -75947.422281494146 10498.033904246797 -1352.3920334033112 -45715.828649306881 -45174.965312500004 36528.064325161642 32757.242483219634 -67314.371661931829 10712.091957644199
leaf_weight=4243743 39799 52 33114 20 123 59 25 27 42 41 28 28 40 30 105 26 29 30 37 26 32 20 39 134 164 30 29 71 33 188
leaf_count=4243743 39799 52 33114 20 123 59 25 27 42 41 28 28 40 30 105 26 29 30 37 26 32 20 39 134 164 30 29 71 33 188
internal_value=0 -219.253 809.417 8488.38 42655.1 3203.78 30143.7 47703.5 -3364.43 -452.58 31338.1 19507.5 5146.04 27822.8 1020.17 49068.3 71431 -49971 41585 51416.1 85151.4 -17602.1 -22535.5 -12061.7 -25767.2 28571.5 -5015.85 203.228 -8618.66 -160.327
internal_weight=0 74421 34622 1508 202 1306 256 192 1050 998 165 367 247 175 135 120 94 72 65 117 58 48 64 631 298 182 59 333 262 229
internal_count=4318164 74421 34622 1508 202 1306 256 192 1050 998 165 367 247 175 135 120 94 72 65 117 58 48 64 631 298 182 59 333 262 229
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=31
num_cat=0
split_feature=2 5 1 1 1 3 2 0 0 5 1 1 3 1 1 1 4 3 2 1 4 1 1 5 3 0 2 3 1 6
split_gain=3.43779e+11 2.77335e+12 6.44458e+12 1.88233e+13 2.29301e+13 1.68019e+13 1.27588e+13 9.50534e+12 7.94108e+12 5.90322e+12 1.82584e+13 1.65691e+13 1.27707e+13 4.11381e+13 2.70797e+13 9.60049e+12 9.17893e+12 1.48102e+13 8.7495e+12 8.67781e+12 1.03017e+13 7.7748e+12 1.33955e+13 1.71352e+13 1.26064e+13 1.24516e+13 1.12274e+13 8.36394e+12 8.15855e+12 1.59665e+13
threshold=14.500000000000002 137.05000000000004 30.388336800000001 36.546174950000008 37.314272700000011 20.500000000000004 16.500000000000004 57.178027650000011 60.003414000000006 150.04500000000004 37.642309100000013 38.096381250000007 23.500000000000004 38.969379750000009 38.959914000000005 37.712318250000003 3.5000000000000004 16.500000000000004 16.500000000000004 38.151577750000008 4.5000000000000009 82.902675200000019 55.957851400000003 177.02500000000003 26.500000000000004 45.133160800000006 17.500000000000004 19.500000000000004 49.111504200000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 -4 -3 9 -8 10 -6 -12 13 18 -14 -11 17 -17 -13 20 -18 22 23 28 -24 26 -25 -27 29 -19
right_child=1 2 3 4 7 -7 8 -9 -10 15 11 12 14 -15 -16 16 19 21 -20 -21 -22 -23 24 25 -26 27 -28 -29 -30 -31
leaf_value=-8.2229949047036666 70.66844957980048 77826.172150735292 -102516.90836181641 79558.839663461549 87413.135825892852 9535.7606317934788 26974.923086660881 60252.83755580357 -39445.784490740742 -46113.908296712238 -59215.927158717102 67416.325603693185 -114521.74985119049 10161.765743547887 1762.1145484359176 -60745.713153409102 100790.03375 35488.154027660472 156602.05685369318 2576.148762254029 9301.6879150390632 -42138.572457181494 76459.371809895834 98694.201120923914 -13435.236688701923 -65438.930371093753 18018.027612658516 6378.6362109375004 -73907.477256944447 -42060.661492270614
leaf_weight=3980118 335252 34 32 39 28 23 54 28 27 48 38 22 21 402 432 55 20 37 22 987 32 52 39 23 26 24 69 50 36 94
leaf_count=3980118 335252 34 32 39 28 23 54 28 27 48 38 22 21 402 432 55 20 37 22 987 32 52 39 23 26 24 69 50 36 94
internal_value=0 96.8167 3234.34 2239.29 3452.85 -55658.5 26414.8 2304.63 4834.69 1670.08 7841.53 5463.72 8197.68 20209.5 -3628.53 -2070.78 -701.56 -11761 112009 4673.83 44489.5 -5774.02 -1022.87 -9128.23 40501.5 13624.1 38187.1 -16913.5 -31744.4 -20157.6
internal_weight=0 338046 2794 2679 2624 55 115 2585 81 2557 965 937 899 446 453 1592 1544 505 44 1039 52 450 398 333 65 166 92 74 167 131
internal_count=4318164 338046 2794 2679 2624 55 115 2585 81 2557 965 937 899 446 453 1592 1544 505 44 1039 52 450 398 333 65 166 92 74 167 131
is_linear=0
shrinkage=0.1


Tree=3913
num_leaves=31
num_cat=0
split_feature=0 3 6 0 1 4 5 5 0 1 0 2 5 5 5 5 1 1 5 2 5 5 1 0 5 5 5 1 0 1
split_gain=3.46613e+11 4.88506e+12 8.97589e+12 3.54156e+13 2.46237e+13 1.91512e+13 3.72875e+13 1.61615e+13 1.81384e+13 3.86988e+13 1.56779e+13 1.43406e+13 1.48258e+13 2.98608e+13 1.8853e+13 1.46311e+13 1.41201e+13 1.10084e+13 1.58168e+13 3.33522e+13 1.68358e+13 1.06987e+13 2.11421e+13 2.02214e+13 3.23065e+13 9.35841e+12 3.88331e+13 2.92267e+13 1.33995e+13 1.31256e+13
threshold=45.040161900000008 21.500000000000004 1.5000000000000002 45.03656895000001 39.032393150000004 1.5000000000000002 47.815000000000005 42.005000000000003 45.029420750000007 38.984911950000004 43.514103700000014 8.5000000000000018 109.05000000000001 94.040000000000006 125.85000000000001 69.015000000000015 38.996948700000011 38.92948375000001 90.015000000000015 17.500000000000004 85.91500000000002 43.810000000000009 39.726951800000002 44.982728700000003 60.905000000000008 79.730000000000018 75.015000000000015 39.718803500000007 45.029420750000007 38.975980350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 -3 11 -10 -6 15 13 -13 -14 -9 -11 18 20 -20 -4 -12 23 24 -23 26 -19 28 -28 -27
right_child=-2 2 17 5 10 -7 -8 8 9 16 21 12 14 -15 -16 -17 -18 25 19 -21 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=181.9379599950372 -8.432715276152015 1012.3641332116557 -8959.9626969140627 -21400.950507429534 -80059.706062500016 -52127.262824776786 115627.11782670455 16740.759228715742 -49380.24993990385 119634.42042410714 5800.4042277836597 27265.790997376946 115865.29741804794 -42284.407059556164 -1031.9570268110797 -21213.208516298491 35513.592345010082 -2358.2223163704648 -67972.170882936509 21140.121143353175 70853.398206018523 -23606.03198730469 -56694.519387978005 -4954.4929538214592 96967.198109375007 12251.565208633547 -41174.597274076019 -136536.74765624999 12467.423746744793 -2229.5048319829898
leaf_weight=333370 3966746 767 1250 204 25 175 22 244 26 56 1574 586 37 69 22 174 31 7140 126 63 27 40 76 2264 50 984 208 28 60 1720
leaf_count=333370 3966746 767 1250 204 25 175 22 244 26 56 1574 586 37 69 22 174 31 7140 126 63 27 40 76 2264 50 984 208 28 60 1720
internal_value=0 95.187 -1507.22 1486.12 3396.43 -27292.4 -8061.94 12431 19465.6 57668.7 -1115.24 15652 24263.9 19939.1 72276.5 941.739 89660.3 -3168.69 -11268.5 -38268.1 -7272.44 -622.328 -4782.57 -3106.56 43379.1 -1997.65 -3829.61 -39322 -29165.2 3040.23
internal_weight=0 351418 18048 6442 6041 401 226 2012 1245 113 4029 1132 714 655 59 418 87 11606 1466 189 1277 4004 2430 2354 90 10140 7436 296 268 2704
internal_count=4318164 351418 18048 6442 6041 401 226 2012 1245 113 4029 1132 714 655 59 418 87 11606 1466 189 1277 4004 2430 2354 90 10140 7436 296 268 2704
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=31
num_cat=0
split_feature=5 1 1 5 4 5 4 0 2 6 3 3 2 0 5 3 0 0 2 2 3 0 5 2 2 1 5 3 5 2
split_gain=3.57617e+11 2.81862e+12 1.00474e+13 2.75443e+13 5.34196e+13 2.78502e+13 2.28717e+13 2.62708e+13 2.81521e+13 8.9961e+13 2.13726e+13 1.86158e+13 1.78905e+13 1.93321e+13 1.85256e+13 1.51248e+13 1.50989e+13 6.37262e+13 2.48385e+13 2.69235e+13 2.4738e+13 2.46758e+13 2.29714e+13 2.10827e+13 1.93678e+13 1.93034e+13 1.8368e+13 1.75499e+13 2.08144e+13 2.31597e+13
threshold=87.395000000000024 82.837870700000011 65.565203050000022 91.050000000000011 2.5000000000000004 95.020000000000024 3.5000000000000004 60.693675950000006 8.5000000000000018 1.5000000000000002 16.500000000000004 15.500000000000002 2.5000000000000004 60.693675950000006 161.85000000000002 5.5000000000000009 57.117834900000013 57.131524800000008 7.5000000000000009 5.5000000000000009 6.5000000000000009 56.911498950000002 102.01000000000001 8.5000000000000018 15.500000000000002 65.58467570000002 116.06000000000002 10.500000000000002 150.04500000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5 -10 11 -6 13 14 -7 -16 18 27 19 -14 26 -21 -22 -20 -24 -23 -19 28 29 -18
right_child=1 -3 3 5 10 12 -8 -9 9 -11 -12 -13 16 -15 15 -17 17 20 23 21 22 25 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.0262486795797194 -150.33239068116407 630.20395631487497 -70999.722593130718 -5283.2928696887902 -8628.1825325082209 -1688.749102814081 66775.960601265819 115497.73524116848 192354.42011718752 10158.477921135682 52356.527944428068 -58745.404282407406 -14880.715317322303 58339.123909728172 9867.0233160556891 101852.97395833334 94680.426761363633 -1291.6895967371324 -71519.934923004912 91583.872505115331 10003.360168019646 42334.867310112852 -26400.945941692506 -20466.874663005892 30439.706772836536 -19266.076854634081 76046.324023437497 17759.492840021307 155792.56334134616 -9376.9149553571442
leaf_weight=4075234 195329 41718 164 530 872 593 79 23 32 177 53 81 1049 73 39 33 55 68 121 42 307 90 771 244 65 117 56 88 26 35
leaf_count=4075234 195329 41718 164 530 872 593 79 23 32 177 53 81 1049 73 39 33 55 68 121 42 307 90 771 244 65 117 56 88 26 35
internal_value=0 -117.868 -272.968 -4344.75 -18078 -935.491 15558.9 10248.9 6973.27 38054.5 -9450.55 -12887.9 -4518.07 9489.55 4127.12 52027.3 -7816.61 -436.495 -14344.7 -7863.9 -8788.29 21696.9 -13390.7 -37391.3 -21981.5 7516.94 33635.2 51434.7 76981.4 54213.7
internal_weight=0 242930 201212 5883 1170 4713 841 762 739 209 1006 953 3872 738 665 72 3134 1471 1663 1298 1267 249 1143 365 836 207 124 204 116 90
internal_count=4318164 242930 201212 5883 1170 4713 841 762 739 209 1006 953 3872 738 665 72 3134 1471 1663 1298 1267 249 1143 365 836 207 124 204 116 90
is_linear=0
shrinkage=0.1


Tree=3915
num_leaves=31
num_cat=0
split_feature=2 5 5 1 4 5 5 0 6 0 2 0 0 0 5 1 4 5 1 5 5 3 0 1 5 1 1 5 3 5
split_gain=3.45118e+11 1.02916e+12 3.14119e+12 4.33139e+12 3.09888e+12 6.54311e+12 2.16016e+12 1.81952e+12 8.46621e+11 3.11606e+12 8.05826e+11 2.59703e+12 1.41982e+12 2.51333e+12 2.57608e+12 2.95107e+12 1.58984e+12 3.29826e+12 2.94255e+12 4.64991e+12 4.18799e+12 2.93972e+12 3.44203e+12 2.12142e+12 2.49583e+12 2.63462e+12 5.6893e+12 3.84726e+12 3.2086e+12 1.47844e+12
threshold=34.500000000000007 42.405000000000008 58.305000000000007 37.642309100000013 2.5000000000000004 68.00500000000001 36.995000000000012 55.801980100000009 1.5000000000000002 56.802385350000009 32.500000000000007 59.834458500000004 56.852744000000008 55.885524800000006 72.010000000000005 60.628582700000003 1.5000000000000002 48.945000000000007 37.516458750000005 43.005000000000003 42.605000000000011 35.500000000000007 55.727011600000004 37.436176200000013 91.050000000000011 37.712318250000003 37.615058950000012 75.015000000000015 33.500000000000007 58.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 7 -4 5 -5 -2 -3 -6 -10 -1 12 13 16 29 -16 17 18 20 21 -12 22 -20 -18 25 26 27 28 -25 -15
right_child=1 2 3 4 8 -7 -8 -9 9 -11 11 -13 -14 14 15 -17 23 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.34966223340440222 -4043.9711882560487 -3915.9991071428576 39368.599639892578 13791.99459375 -2902.8833750000003 -60113.846942934782 32994.89799346924 -46060.942187500004 -6898.3617931547624 47578.055431547626 4850.446540527344 -34982.81534375 19879.623076520649 -16216.68446116728 30791.5507982337 -21730.882521972657 18471.379714786304 33977.042144097228 -4861.6565085396842 51642.209588068188 -45574.812374441972 -33357.647578124997 33477.057345920141 -12535.737633696057 20562.955439814818 1961.2294686153018 -53168.121037212171 -38914.077577427459 31166.449623325894 -43880.927000000003
leaf_weight=4317174 31 21 32 25 25 23 32 20 21 21 40 25 28 85 23 20 34 36 67 22 28 20 36 42 27 87 38 28 28 25
leaf_count=4317174 31 21 32 25 25 23 32 20 21 21 40 25 28 85 23 20 34 36 67 22 28 20 36 42 27 87 38 28 28 25
internal_value=0 3707.96 1.1874 6827.74 -2227.11 -21621.2 14769.4 -24474.5 11667.2 20339.8 -0.215543 -3302.1 -2192.83 -3093.74 -14391.2 6362.51 149.242 5981.99 1250.43 9299.44 -15912.9 1725.94 8538.28 -4964.68 -8151.99 -11628.7 -20322.2 -7586.07 4945.14 -22504
internal_weight=0 251 188 147 115 48 63 41 67 42 4.31791e+06 739 714 686 153 43 533 249 213 145 68 123 103 284 250 223 136 98 70 110
internal_count=4318164 251 188 147 115 48 63 41 67 42 4317913 739 714 686 153 43 533 249 213 145 68 123 103 284 250 223 136 98 70 110
is_linear=0
shrinkage=0.1


Tree=3916
num_leaves=31
num_cat=0
split_feature=2 5 4 1 3 0 5 4 3 5 0 1 6 2 6 2 0 4 5 5 3 0 4 1 2 5 6 1 5 1
split_gain=3.70622e+11 1.99882e+12 2.67074e+12 3.27846e+12 2.55784e+12 5.48289e+12 4.378e+12 8.37606e+12 3.69304e+12 8.79259e+12 3.37279e+12 2.52239e+12 4.81777e+12 1.92479e+12 1.81648e+12 1.21957e+12 1.97272e+12 1.74457e+12 1.36174e+12 1.07275e+12 2.54173e+12 1.86067e+12 1.71202e+12 1.01872e+12 9.81811e+11 3.14059e+12 5.2794e+12 7.19734e+12 3.89945e+12 3.6322e+12
threshold=33.500000000000007 67.990000000000023 2.5000000000000004 37.737121850000008 35.500000000000007 55.860536450000005 58.305000000000007 1.5000000000000002 36.500000000000007 39.995000000000012 56.758269450000007 37.767735350000002 1.5000000000000002 35.500000000000007 1.5000000000000002 32.500000000000007 55.885524800000006 1.0000000180025095e-35 78.010000000000005 85.91500000000002 35.500000000000007 55.762622900000004 2.5000000000000004 60.528664650000003 31.500000000000004 37.005000000000003 1.5000000000000002 37.737121850000008 34.920000000000009 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 3 -3 10 6 7 8 -6 -10 -2 12 -4 -8 -13 24 17 -17 23 20 22 -22 -19 -18 -1 28 29 -28 -26 -27
right_child=1 2 11 -5 5 -7 13 -9 9 -11 -12 14 -14 -15 -16 16 18 19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.32719199836043178 60528.855078125001 5043.810221354167 19261.408723958335 -40785.383174092065 -27998.843807444857 52811.171290283208 3382.1861607142855 -71280.914687500001 -18758.496646341464 51185.909887695314 9310.8823316786038 -2691.0187011718754 -36108.765873579548 45707.940314275569 34405.060381155308 24937.397847493492 -24219.938763494807 1636.8474048627982 8532.6484002976194 16047.78080357143 -46361.658003566583 -6137.6522418478271 -20227.747075076222 -2407.673224748884 6625.6537915039071 -9730.3056317497703 -54629.545150596219 1555.2180818256579 46645.12180245536 8988.1607196492896
leaf_weight=4316392 20 27 30 37 34 20 21 20 41 32 36 22 33 22 33 24 91 283 21 28 23 23 41 28 80 136 38 57 35 436
leaf_count=4316392 20 27 30 37 34 20 21 20 41 32 36 22 33 22 33 24 91 283 21 28 23 23 41 28 80 136 38 57 35 436
internal_value=0 2942.54 -5002.52 -21451.2 8820.59 3284.71 -2541.93 -11879.7 -776.728 11902.1 27603 3918.79 -9742.02 25037.2 19566.6 -0.291685 -4658.37 -1245.87 -14944.6 -2824.76 -4252.96 -26249.7 -1129.97 -19087.6 0.314693 3543.32 911.906 -20918.7 18805.5 4537.62
internal_weight=0 428 182 64 246 190 170 127 107 73 56 118 63 43 55 4.31774e+06 562 422 140 398 370 46 324 119 4.31717e+06 782 667 95 115 572
internal_count=4318164 428 182 64 246 190 170 127 107 73 56 118 63 43 55 4317736 562 422 140 398 370 46 324 119 4317174 782 667 95 115 572
is_linear=0
shrinkage=0.1


Tree=3917
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 3 3 3 5 4 5 5 3 5 4 5 2 2 2 6 3 4 5 3 5 2 5 3 3
split_gain=3.31064e+11 9.67889e+12 1.51136e+13 5.28615e+13 2.36757e+13 2.72389e+13 3.55915e+13 2.42584e+13 3.03581e+13 2.04079e+13 2.23624e+13 2.00508e+13 2.46138e+13 2.60002e+13 1.84922e+13 3.89641e+13 3.00738e+13 1.81033e+13 3.57975e+13 2.6851e+13 2.71621e+13 2.18327e+13 1.95451e+13 1.75289e+13 1.88422e+13 1.68837e+13 1.67221e+13 1.64022e+13 1.61891e+13 2.80752e+13
threshold=65.551978750000004 65.565203050000022 57.157092150000004 57.147575200000006 57.005000000000003 142.05000000000004 20.500000000000004 13.500000000000002 14.500000000000002 63.855000000000011 3.5000000000000004 64.805000000000021 71.00500000000001 5.5000000000000009 79.730000000000018 2.5000000000000004 85.91500000000002 6.5000000000000009 9.5000000000000018 4.5000000000000009 1.5000000000000002 17.500000000000004 3.5000000000000004 53.385000000000012 20.500000000000004 77.715000000000018 3.5000000000000004 46.810000000000009 13.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 25 26 -11 23 -13 -14 15 -15 -16 19 -19 21 -21 22 -18 27 -25 -9 -6 -4 29 -22
right_child=1 -3 11 4 5 -7 -8 8 -10 10 -12 12 13 14 16 -17 17 18 -20 20 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-16.72199483706558 2469.4561752309173 11.448664156409199 3559.9044871844617 5746.5715480184963 152371.17056249999 -21170.388677455358 -5206.2014592709747 82140.815985576934 57874.174980607269 13567.014340650265 119761.45838068181 -22836.891517713942 -60482.183187071925 -6293.3547332406324 -26870.435817784084 40777.387486017033 22147.277835300993 -55165.849606250005 8436.2927534550327 159613.37068452383 17663.121444310898 -67089.64858032226 -67916.438310185185 17433.80617815386 -29926.07547337878 189190.06084558825 43217.578076171878 -12578.127321836684 -2932.2901088169642 153415.93440624999
leaf_weight=3164132 7505 1137976 2631 351 25 70 115 26 141 201 22 755 73 427 477 299 224 125 303 21 39 40 27 1093 91 34 32 828 56 25
leaf_count=3164132 7505 1137976 2631 351 25 70 115 26 141 201 22 755 73 427 477 299 224 125 303 21 39 40 27 1093 91 34 32 828 56 25
internal_value=0 45.8485 2483.95 5368.7 26763.8 37840.4 44771.2 56720.1 83225.8 37692.7 24043.6 -779.097 -7316.85 -1831.07 244.322 13092.5 -6732.34 4437.28 -10139.1 18878.7 54694.6 1524.61 12459.1 3291.69 13793.8 142802 91092 -303.146 36333.8 70691.6
internal_weight=0 1.15403e+06 16056 8522 1017 666 596 481 201 280 223 7534 2891 2136 2063 726 1337 860 428 432 141 291 251 4643 1184 60 57 3459 120 64
internal_count=4318164 1154032 16056 8522 1017 666 596 481 201 280 223 7534 2891 2136 2063 726 1337 860 428 432 141 291 251 4643 1184 60 57 3459 120 64
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=31
num_cat=0
split_feature=1 1 6 3 5 0 0 2 0 0 0 1 3 3 3 5 0 1 1 5 5 0 5 2 0 3 1 5 0 5
split_gain=3.50288e+11 4.64967e+12 1.27026e+13 1.45872e+13 1.29204e+13 1.31132e+13 3.88716e+13 1.29599e+13 1.27918e+13 1.18891e+13 1.52746e+13 1.21097e+13 2.91984e+13 1.54075e+13 1.1817e+13 1.24979e+13 1.13611e+13 1.90404e+13 1.18059e+13 1.06401e+13 9.3751e+12 1.32421e+13 1.56402e+13 1.27036e+13 9.26695e+12 8.89302e+12 9.64882e+12 1.92184e+13 1.75373e+13 1.25086e+13
threshold=39.011252750000004 39.027779200000005 1.5000000000000002 21.500000000000004 30.405000000000005 45.087005000000012 45.091904500000005 1.5000000000000002 45.053747000000008 45.040161900000008 45.047272400000004 39.016372550000007 16.500000000000004 9.5000000000000018 16.500000000000004 61.845000000000006 45.073740550000004 39.016372550000007 39.021425200000003 118.33500000000002 120.05000000000001 45.040161900000008 150.04500000000004 4.5000000000000009 45.059881250000011 3.5000000000000004 39.016372550000007 177.02500000000003 45.073740550000004 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 20 -2 7 -7 24 -5 11 -11 12 -9 -13 16 -16 18 -18 -12 -10 -4 22 -22 -24 -6 -23 27 28 -27 -28
right_child=1 -3 3 8 5 6 -8 9 19 10 14 13 -14 -15 15 -17 17 -19 -20 -21 21 25 23 -25 -26 26 29 -29 -30 -31
leaf_value=38.810880678986742 8892.5125682262078 -3.6053787149467271 -761.19173881550819 -168.8234982819734 99.996230246803975 31628.73113544767 -7821.6995914946347 -106785.63501838237 12493.46668170808 -82916.64187973486 3932.0043557790764 -35275.187692673142 -1508.1008772369123 14010.875174591136 -14474.234083389547 -37405.725326689833 -56481.701609686846 -3660.6302451324464 -18314.389254412214 84237.499404761911 58890.70397460938 28365.928984375001 40979.620108695657 -50042.24080757473 60633.579756573941 -90323.598060344826 -43440.262850996376 -153038.44796875 25238.2294921875 37946.708293269236
leaf_weight=1511504 550 2756878 41509 1350 66 315 1206 34 1322 33 711 74 117 444 692 362 119 160 359 21 40 20 23 46 41 29 69 20 24 26
leaf_count=1511504 550 2756878 41509 1350 66 315 1206 34 1322 33 711 74 117 444 692 362 119 160 359 21 40 20 23 46 41 29 69 20 24 26
internal_value=0 -20.9013 -978.732 -428.336 -5614.74 -7300.56 348.508 -10922.7 6705.32 -12101.8 -15344.6 -294.013 -25213 6970.01 -14416.7 -22350.1 -8218.11 -26190 -3531.97 13615.3 -887.862 -18591.5 9139.6 -19701.6 23295.1 -34669.6 -42173.8 -69512.8 -37993.7 -21165.9
internal_weight=0 2.80666e+06 49782 44499 5283 4733 1521 3212 2693 3105 2436 669 151 518 2403 1054 1349 279 1070 1343 41806 297 109 69 107 188 168 73 53 95
internal_count=4318164 2806660 49782 44499 5283 4733 1521 3212 2693 3105 2436 669 151 518 2403 1054 1349 279 1070 1343 41806 297 109 69 107 188 168 73 53 95
is_linear=0
shrinkage=0.1


Tree=3919
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 5 5 6 5 0 1 0 5 5 0 3 3 1 5 1 5 3 3 0 5 2 1 5 2
split_gain=3.25407e+11 6.52461e+12 2.89897e+13 2.64054e+13 1.03398e+14 2.10788e+14 2.05826e+14 2.10909e+14 1.38026e+14 1.12399e+14 1.97133e+14 2.43823e+14 1.55948e+14 1.97808e+14 1.00539e+14 9.31908e+13 8.13874e+13 7.82859e+13 7.5143e+13 7.3543e+13 7.16474e+13 8.30952e+13 1.63259e+14 1.21566e+14 1.26945e+14 8.25975e+13 7.87936e+13 6.76764e+13 9.0621e+13 6.81052e+13
threshold=55.769960200000007 55.734663800000007 60.55755580000001 37.597123000000003 37.642309100000013 37.66934650000001 79.730000000000018 30.025000000000002 1.5000000000000002 53.995000000000012 55.755036050000008 37.615058950000012 55.762622900000004 37.75500000000001 79.730000000000018 55.745923000000012 18.500000000000004 7.5000000000000009 37.615058950000012 61.405000000000008 37.533784800000006 71.00500000000001 14.500000000000002 15.500000000000002 55.751981950000008 34.010000000000012 3.5000000000000004 37.582182450000005 37.75500000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 20 9 6 7 -6 -9 12 11 -11 15 17 -12 -5 18 -14 -15 -13 -3 23 -23 26 -25 -26 27 -22 -29 -30
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 14 19 13 16 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-9.2721025786280666 -36.29985610485916 1697.0831630215689 -26260.401727620239 69172.608643450061 -30254.818161469855 853.64711941506857 -230654.79254807692 242206.37257653062 68604.849464074752 -274842.85705295141 -77633.996184401549 -32837.68906589425 30706.899282450075 215481.92340116279 -254556.13498263891 -6390.1891254706716 318314.92435344827 -178207.68730468751 25059.112031249999 -1558.3420698456366 -8122.6631379001719 -8802.2518169981067 -284972.87968750001 -71510.946980574328 -32645.247836538463 160233.80186317847 44175.73246925183 2805.0866232167118 189974.80215517242 42469.698713235295
leaf_weight=2646600 1571062 13407 394 168 226 73406 26 49 701 36 298 1194 71 43 36 5729 29 24 40 2029 1069 198 24 37 26 152 757 207 58 68
leaf_count=2646600 1571062 13407 394 168 226 73406 26 49 701 36 298 1194 71 43 36 5729 29 24 40 2029 1069 198 24 37 26 152 757 207 58 68
internal_value=0 20.7598 811.614 918.163 209.726 1475.49 47031.4 54428.8 79946.8 -9502.87 -23535.6 -16036.9 -1242.79 84069.7 -96703.4 -4237.48 174100 -22071.5 123712 -13146.2 4641.41 19847.3 -38658.5 25318.4 97027.2 132060 18177.4 4139.8 43504.9 110369
internal_weight=0 2.7471e+06 100502 100108 84105 74408 1002 976 750 9697 3593 3259 6104 207 334 5897 112 95 83 3223 16003 2596 222 2374 215 178 2159 1402 333 126
internal_count=4318164 2747102 100502 100108 84105 74408 1002 976 750 9697 3593 3259 6104 207 334 5897 112 95 83 3223 16003 2596 222 2374 215 178 2159 1402 333 126
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 1 0 0 1 3 3 0 6 1 5 1 0 0 0 5 5 5 3 3 3 1 0 0 5 4
split_gain=3.69611e+11 3.37735e+12 1.44171e+13 4.06397e+13 2.30606e+13 1.39393e+13 2.87645e+13 3.54139e+13 3.10464e+13 4.80402e+13 4.26319e+13 2.94753e+13 2.19235e+13 2.11239e+13 1.99659e+13 1.91899e+13 3.96344e+13 1.05643e+14 8.15553e+13 3.33293e+13 7.56717e+13 5.667e+13 5.00627e+13 4.99813e+13 5.37612e+13 4.75169e+13 4.69665e+13 7.65988e+13 4.77604e+13 4.60572e+13
threshold=55.405000000000008 57.60800230000001 57.265292900000006 40.247294600000011 90.015000000000015 37.098288800000006 55.535913550000011 55.645049100000001 36.761894450000007 10.500000000000002 9.5000000000000018 55.619594000000006 1.5000000000000002 30.468306550000005 69.015000000000015 37.328003200000005 55.993277250000013 56.009576300000013 56.367862600000002 85.020000000000024 71.715000000000018 70.00500000000001 17.500000000000004 7.5000000000000009 4.5000000000000009 37.314272700000011 55.674875350000008 55.645049100000001 67.990000000000023 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 8 9 10 14 12 -10 -9 -8 16 19 -18 -19 20 21 26 -22 24 25 -21 27 -7 -28 -26
right_child=1 -3 3 4 -6 15 7 13 11 -11 -12 -13 -14 -15 -16 -17 17 18 -20 23 22 -23 -24 -25 29 -27 28 -29 -30 -31
leaf_value=-22.855350743756013 -331.64889626447717 404.04627790467316 -1604.0920396890824 -18300.00075695413 -85864.675130822521 774.40189273042654 -21896.583184259591 -62780.583372395835 -59904.806549479174 89524.681712962978 -153816.62975446429 -35928.436847032179 2594.7833795018523 -3274.9190606830102 -65915.885278753703 22.540022429849881 75750.050315839922 -57161.904213039357 19074.502499831629 -25600.700503870175 19481.512854764394 -28458.714737657854 417.90899002002192 -10469.937937326114 112268.22900933161 47067.028723351432 3642.2501694188272 -26091.912076351491 29418.27428065709 25580.684062357785
leaf_weight=2681621 43326 217852 11553 1078 53 4583 264 60 60 27 35 338 869 10415 169 1324496 269 174 725 379 4041 683 2090 3943 72 118 6266 1381 812 412
leaf_count=2681621 43326 217852 11553 1078 53 4583 264 60 60 27 35 338 869 10415 169 1324496 269 174 725 379 4041 683 2090 3943 72 118 6266 1381 812 412
internal_value=0 37.4505 -18.8434 -3375.14 -21466.2 11.4348 -1540.85 -5822.12 -18938.8 -40175.6 -47658.3 -10641.9 -1441.79 -3615.76 -39077.3 75.3024 2768.52 20770.2 4319.07 1920.01 3746.33 -379.685 12982.9 -5444.59 14754.1 -8347.6 1090.79 -5446.65 6599.32 38476.4
internal_weight=0 1.63654e+06 1.41869e+06 12684 1131 1.40601e+06 55563 12237 1762 495 468 1267 929 10475 433 1.35044e+06 25948 1168 899 24780 19856 13725 6131 4924 981 497 13042 5964 7078 484
internal_count=4318164 1636543 1418691 12684 1131 1406007 55563 12237 1762 495 468 1267 929 10475 433 1350444 25948 1168 899 24780 19856 13725 6131 4924 981 497 13042 5964 7078 484
is_linear=0
shrinkage=0.1


Tree=3921
num_leaves=31
num_cat=0
split_feature=5 5 0 3 1 3 4 3 0 0 1 1 0 0 0 1 0 3 0 0 3 0 0 2 1 0 3 3 6 3
split_gain=3.58827e+11 8.80332e+12 2.12474e+13 1.11983e+13 1.22836e+13 1.0266e+13 7.31409e+12 8.41714e+12 7.73139e+12 7.60894e+12 1.31347e+13 7.27265e+12 7.05146e+12 9.57037e+12 6.6199e+12 5.74771e+12 6.16294e+12 5.49499e+12 6.23556e+12 6.99062e+12 6.81005e+12 1.17559e+13 8.31435e+12 5.36566e+12 5.2973e+12 8.39429e+12 5.00009e+12 4.84432e+12 3.89507e+12 2.2792e+13
threshold=29.985000000000003 29.050000000000004 43.592450450000008 4.5000000000000009 43.048525950000005 8.5000000000000018 2.5000000000000004 23.500000000000004 59.904813200000007 60.029906750000002 30.259484550000003 37.712318250000003 55.055104550000003 55.034903650000011 43.465905150000005 37.642309100000013 55.591389050000011 29.500000000000004 54.959412650000012 55.842510000000011 24.500000000000004 55.751981950000008 55.762622900000004 9.5000000000000018 82.966612450000014 55.061033200000004 10.500000000000002 8.5000000000000018 1.5000000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 14 7 11 -8 10 -9 15 13 -13 -5 28 -17 18 -12 20 21 -20 -23 -10 25 -14 -18 -26 29 -4
right_child=-2 2 6 4 -6 -7 8 9 23 -11 17 12 24 -15 -16 16 26 -19 19 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-45.969286678757378 -7.0914351574542529 392.63056445312503 -9800.3762613592971 144627.34428710939 -56.511460141782408 33852.970167590727 -1377.4268287452492 -78698.060997596156 98854.325576171876 9702.7932331071825 4658.7164624295719 2642.2945643962694 24025.118274851833 16020.621798616747 68684.385382634951 -3993.7989678276908 66363.067563264267 16640.627739383865 16311.401484374999 -2685.6973992889252 -15704.792639679023 -117093.70104166667 -36883.190708705362 28032.536650815218 4242.4792542950236 -339.94064789123132 10802.207701171876 -13598.836844889323 8944.4891711378787 20079.708122043987
leaf_weight=229327 4071751 50 682 24 27 31 37 26 20 285 269 5053 145 598 22 36 46 92 20 398 447 24 28 23 211 5695 25 546 1818 408
leaf_count=229327 4071751 50 682 24 27 31 37 26 20 285 269 5053 145 598 22 36 46 92 20 398 447 24 28 23 211 5695 25 546 1818 408
internal_value=0 117.18 2306.95 39283.5 57981 78331.9 1970.64 1827.44 32135.9 -5099.07 -8334.14 2548.55 1465.52 4058.02 108307 6948.17 29710.1 -6902.63 -8728.93 -12656.2 -20302.1 -48843.8 -73903.4 60972.9 -755.21 265.014 46799.4 -8625.89 6110.64 1384.1
internal_weight=0 246413 17086 154 104 77 16932 16852 80 1589 1304 15263 12248 5651 46 3015 107 1278 1186 917 519 72 52 43 6597 5840 71 757 2908 1090
internal_count=4318164 246413 17086 154 104 77 16932 16852 80 1589 1304 15263 12248 5651 46 3015 107 1278 1186 917 519 72 52 43 6597 5840 71 757 2908 1090
is_linear=0
shrinkage=0.1


Tree=3922
num_leaves=31
num_cat=0
split_feature=1 1 5 5 3 3 0 0 0 0 5 5 5 3 4 3 5 0 5 0 0 1 3 0 0 1 5 5 5 5
split_gain=3.56024e+11 8.61078e+12 3.83797e+13 4.82241e+13 3.6454e+13 3.08092e+13 3.06163e+13 4.18391e+13 3.31831e+13 4.92575e+13 3.02006e+13 2.87484e+13 3.5608e+13 3.50863e+13 2.80222e+13 4.6009e+13 3.5602e+13 2.11437e+13 2.26522e+13 4.10369e+13 1.96765e+14 2.8113e+13 4.32344e+13 2.64509e+13 5.11435e+13 6.3112e+13 4.67645e+13 3.47457e+13 3.29895e+13 4.02282e+13
threshold=37.712318250000003 37.737121850000008 72.705000000000013 77.715000000000018 11.500000000000002 32.500000000000007 55.769960200000007 55.695992150000002 55.86787755000001 55.899899800000007 77.00500000000001 99.555000000000021 96.015000000000015 9.5000000000000018 2.5000000000000004 14.500000000000002 84.030000000000015 55.975961550000008 41.995000000000012 55.727011600000004 55.708120100000009 37.726745000000001 4.5000000000000009 55.576287050000012 55.601678500000013 37.726745000000001 67.520000000000024 66.040000000000006 60.310000000000009 59.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 11 17 7 10 -8 -10 -4 12 -5 -13 15 -6 -17 18 -2 20 23 -22 -23 -20 25 26 -25 -27 29 -26
right_child=1 -3 3 4 14 -7 8 -9 9 -11 -12 13 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 24 28 27 -28 -29 -30 -31
leaf_value=-53.917557349147707 -96.066709697981707 -0.86742714796955878 -19638.41018584507 -21345.274034380709 -154296.9287109375 46054.990888195505 40459.19822784909 -79904.440018136171 -126859.31745990955 -6395.6754492801692 -138890.42027698865 70427.931877367417 -122553.22185388513 -72998.082065217401 9206.9029080195505 53896.699723704267 -108843.56935546876 -16515.98682449905 -1181.6306405867708 11817.943881162639 -30252.438463193866 61510.614046223964 -78243.923789747801 3593.7807498918687 6776.2807365643639 50053.469833996991 143289.485796875 144806.95450581398 -8433.0924924012979 41038.097785493519
leaf_weight=954084 13232 3330109 612 575 28 164 126 168 38 318 22 66 37 23 1947 41 20 568 3245 6254 599 24 285 578 2935 387 25 43 1223 388
leaf_count=954084 13232 3330109 612 575 28 164 126 168 38 318 22 66 37 23 1947 41 20 568 3245 6254 599 24 285 578 2935 387 25 43 1223 388
internal_value=0 15.2915 1599.32 -7574.03 -73.1805 2830.91 -23563 -35534 -3644.44 -19254.2 -23776.5 -19741.4 -27464.1 33362.8 6698.63 -48173.3 539.234 2592.92 2964.4 5497.62 1436.03 -42890.4 -67389.2 5997.27 10172.8 30258.3 9385.48 59528.8 5608.78 10776.8
internal_weight=0 3.36408e+06 33971 4021 2737 29950 1284 802 482 356 634 701 612 89 2036 89 61 29786 29218 15986 9732 908 309 8824 5579 1033 603 430 4546 3323
internal_count=4318164 3364080 33971 4021 2737 29950 1284 802 482 356 634 701 612 89 2036 89 61 29786 29218 15986 9732 908 309 8824 5579 1033 603 430 4546 3323
is_linear=0
shrinkage=0.1


Tree=3923
num_leaves=31
num_cat=0
split_feature=0 3 3 5 0 5 5 0 4 0 1 1 5 0 1 6 2 2 3 3 3 5 5 0 5 3 1 5 5 1
split_gain=3.69746e+11 3.90972e+12 3.64954e+12 1.05717e+13 1.72532e+13 2.00526e+13 1.63977e+13 2.06965e+13 4.92887e+13 9.52245e+13 6.97183e+13 9.4065e+13 4.5189e+13 3.51916e+13 3.36041e+13 4.55384e+13 3.24637e+13 3.38888e+13 5.32964e+13 7.26774e+13 2.99007e+13 2.86604e+13 3.62002e+13 2.71781e+13 3.04927e+13 2.5144e+13 2.20514e+13 2.12328e+13 7.17817e+13 2.53458e+13
threshold=55.591389050000011 36.500000000000007 7.5000000000000009 34.010000000000012 55.793358600000012 25.005000000000006 58.755000000000003 55.751981950000008 2.5000000000000004 55.628356700000005 37.752451500000006 37.362912300000012 58.040000000000006 55.664473600000008 36.585378200000001 1.5000000000000002 6.5000000000000009 13.500000000000002 10.500000000000002 15.500000000000002 9.5000000000000018 56.005000000000003 54.990000000000002 55.727011600000004 54.710000000000008 21.500000000000004 37.777459000000007 47.815000000000005 46.010000000000012 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 8 14 -10 11 -11 16 -12 15 20 23 18 21 -20 -5 22 -18 -13 -25 26 -15 28 -16 -30
right_child=2 -3 3 6 -6 -7 -8 -9 9 10 13 12 -14 25 27 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=26.469043197823783 183.94470855013574 -32928.816644965278 -442.2066735566612 182572.18448153409 74.849417640366283 4190.6922743254754 224.19112199713456 -286.05416487140593 18961.063566710174 46627.787602934972 -57596.682740625009 -46775.878107367622 -112072.31317023512 70955.874366554068 -1757.1731933828771 -4468.0818779295287 -14990.863606770836 -108293.71254222974 203227.62836538465 -18872.767279411764 54765.945796760512 15808.959038032281 -116982.83435142781 -15888.03810483871 -131933.025390625 66211.172077824522 -7568.6880997981616 326.03423130516262 -19048.596410541821 4079.4333934101014
leaf_weight=2414867 551096 36 15064 22 143569 24598 470587 573930 682 111 125 504 106 37 74477 150 87 37 26 34 109 91 58 31 84 52 1069 42662 3310 553
leaf_count=2414867 551096 36 15064 22 143569 24598 470587 573930 682 111 125 504 106 37 74477 150 87 37 26 34 109 91 58 31 84 52 1069 42662 3310 553
internal_value=0 25.9778 -32.9612 -121.365 584.875 2431.07 -232.068 -539.522 -1708.76 -14090.6 -23283.6 -40948.8 -50136.9 -7187.97 -1388.81 33152.5 -43240.7 -18063.7 -6784.97 77370.7 76229.6 -28180.5 -55787.7 -56785 -100651 -1746.61 -4941.74 -1469.02 -2446.57 -15737.7
internal_weight=0 2.4149e+06 1.90326e+06 1.35216e+06 183231 39662 1.16893e+06 698347 124417 3134 2452 1169 1058 1283 121283 281 952 333 296 60 131 236 145 619 115 1158 1106 121002 78340 3863
internal_count=4318164 2414903 1903261 1352165 183231 39662 1168934 698347 124417 3134 2452 1169 1058 1283 121283 281 952 333 296 60 131 236 145 619 115 1158 1106 121002 78340 3863
is_linear=0
shrinkage=0.1


Tree=3924
num_leaves=31
num_cat=0
split_feature=3 4 5 6 3 0 3 1 1 2 0 0 1 3 5 1 5 3 3 5 1 0 1 5 0 0 3 1 1 3
split_gain=3.91396e+11 4.91246e+12 1.44005e+13 3.84198e+13 4.01612e+13 3.18332e+13 5.42127e+13 2.82774e+13 4.45918e+13 5.67207e+13 3.02531e+13 2.82271e+13 2.54939e+13 2.19865e+13 2.14449e+13 2.97775e+13 2.43973e+13 1.95398e+13 1.79509e+13 1.75455e+13 1.70947e+13 2.5525e+13 2.99928e+13 3.77838e+13 1.77067e+13 1.65511e+13 1.62661e+13 3.06297e+13 1.91104e+13 2.15451e+13
threshold=9.5000000000000018 3.5000000000000004 94.040000000000006 1.5000000000000002 19.500000000000004 55.777112100000004 22.500000000000004 37.542000650000013 37.642309100000013 4.5000000000000009 56.028355650000009 55.91302515000001 37.342273500000012 10.500000000000002 73.995000000000019 30.388336800000001 76.730000000000018 20.500000000000004 10.500000000000002 29.985000000000003 82.962740850000003 55.591389050000011 37.620907050000007 88.015000000000015 55.160271200000004 55.777112100000004 20.500000000000004 49.323301500000007 60.58031445000001 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 13 20 11 14 9 -9 -10 -7 -8 19 15 -3 17 -16 -18 -5 21 24 23 -23 -6 -11 -4 -28 29 -29
right_child=1 2 26 4 5 6 12 8 10 25 -12 -13 -14 -15 16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-33.354820619451871 46.170434997099356 -99367.905468750003 1787.3344645524903 62047.555742187804 13734.164262408089 51208.435859375 -4903.5160411132811 -186081.53614676339 11755.674653003482 28061.340118243243 -14248.932798242791 206754.73397391185 64454.836428965704 -13094.898785177411 150671.42638888891 17892.807421875001 103542.06173001803 42130.688917151165 18836.89982236284 -4338.9905905036821 -86440.97229817709 -173177.79225000003 53512.302455357152 11227.91046875 116276.37075892858 -73842.363931710381 -9815.6935849674464 -16012.152195945948 1750.2737882461786 47018.228176955046
leaf_weight=1938624 2338662 33 19522 40 85 20 125 28 1440 37 649 28 92 3904 27 63 26 43 663 8439 24 25 21 20 21 28 3583 74 1615 203
leaf_count=1938624 2338662 33 19522 40 85 20 125 28 1440 37 649 28 92 3904 27 63 26 43 663 8439 24 25 21 20 21 28 3583 74 1615 203
internal_value=0 27.1744 -1059.61 -3414.38 -5806.11 23175.1 45774.4 6700.63 660.41 -67092.5 3676.69 141944 24501.9 -6885.03 22115.6 -22415.6 27748 83996.4 22033.3 -4025.81 -7380.12 3651.63 -45168.6 -91219.7 34049.1 -15835.6 436.421 -4380.48 5912.52 30179.8
internal_weight=0 2.37954e+06 40878 15881 12844 461 265 3037 2182 93 2089 48 217 12383 855 96 759 70 689 8479 196 172 66 45 106 65 24997 5475 1892 277
internal_count=4318164 2379540 40878 15881 12844 461 265 3037 2182 93 2089 48 217 12383 855 96 759 70 689 8479 196 172 66 45 106 65 24997 5475 1892 277
is_linear=0
shrinkage=0.1


Tree=3925
num_leaves=31
num_cat=0
split_feature=5 3 5 1 5 0 3 6 5 1 1 0 5 1 0 5 1 0 1 5 0 3 0 5 0 1 0 0 1 0
split_gain=3.87164e+11 3.81173e+12 1.60529e+13 8.94988e+12 8.57172e+12 2.89861e+13 8.74408e+12 1.64992e+13 1.88444e+13 2.51025e+13 3.17764e+13 3.59756e+13 1.93607e+13 1.93409e+13 1.68999e+13 1.6589e+13 2.17925e+13 1.55901e+13 2.83349e+13 2.38858e+13 2.21532e+13 2.50913e+13 2.15207e+13 3.91281e+13 1.95363e+13 2.29943e+13 1.79689e+13 1.56504e+13 1.53558e+13 2.35378e+13
threshold=36.715000000000011 15.500000000000002 35.985000000000007 103.85249100000001 35.710000000000008 43.592450450000008 12.500000000000002 1.5000000000000002 29.050000000000004 30.323743050000001 30.259484550000003 59.963407450000012 35.505000000000003 37.66934650000001 59.950068600000009 31.795000000000005 37.615058950000012 55.657530000000008 30.332994000000003 32.005000000000003 55.708120100000009 13.500000000000002 55.795550600000006 34.305000000000007 59.896318000000008 30.434657650000002 59.896318000000008 59.916647550000008 30.370618100000005 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 -1 8 -8 10 12 14 -10 15 -12 16 -11 -17 -19 26 -21 27 23 -23 25 -24 -20 -22 29 -9
right_child=-2 3 -4 -5 5 -7 7 28 9 13 11 -13 -14 -15 -16 17 -18 18 19 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=23.592499128098368 15.736979015090235 323.44086641757315 -1755.5611017123833 -14500.545499794156 124552.20187011721 3880.709540603335 611.25978013862607 625.7269521592184 -11772.812222573193 -21903.143256628562 4245.2336529726635 39610.903520063926 58382.11223323171 -3759.454722641311 -78230.805949519228 -21185.020532349867 -86494.108367919922 -19993.340819876536 94812.896031416225 63764.388962928919 44176.96816964286 -117261.68451605903 85698.442773437506 19684.298161764706 -39978.009237310762 -5664.0334148101356 -623.70606545840997 2846.7779120475761 1991.2056066454761 -23996.179603586766
leaf_weight=612270 3383571 229023 58699 408 20 4228 5794 1087 970 777 559 396 41 3755 26 990 56 952 47 51 105 54 30 34 161 337 34 719 12366 604
leaf_count=612270 3383571 229023 58699 408 20 4228 5794 1087 970 777 559 396 41 3755 26 990 56 952 47 51 105 54 30 34 161 337 34 719 12366 604
internal_value=0 -56.9737 -172.168 297.079 -28.3956 4448.84 -58.0107 -1726.51 -3934.42 -6543.66 3513.57 16335.4 -8927.76 -9016.38 579.632 -13557.4 -26245.4 -10549.7 -6378.13 1867.21 -1005.87 -3299.82 -18566.8 -64350.7 -10936.1 1804.29 54753.1 8113.37 768.992 -8168.85
internal_weight=0 934593 705162 229431 646463 4248 642215 29945 15888 10094 1992 981 1011 8102 585 4347 833 3514 2524 1572 1491 1440 616 88 528 367 81 824 14057 1691
internal_count=4318164 934593 705162 229431 646463 4248 642215 29945 15888 10094 1992 981 1011 8102 585 4347 833 3514 2524 1572 1491 1440 616 88 528 367 81 824 14057 1691
is_linear=0
shrinkage=0.1


Tree=3926
num_leaves=31
num_cat=0
split_feature=5 4 1 3 5 3 1 0 5 3 0 3 2 1 1 0 0 0 1 1 0 5 1 0 0 3 1 1 1 2
split_gain=3.8981e+11 5.02012e+12 4.49557e+12 5.651e+12 8.2778e+12 5.49093e+12 5.63012e+12 7.18469e+12 1.88431e+13 6.90181e+12 7.01354e+12 6.18113e+12 7.12091e+12 5.51088e+12 5.46164e+12 5.42179e+12 5.25295e+12 5.72841e+12 8.03189e+12 6.99803e+12 5.45446e+12 5.19608e+12 4.96797e+12 4.79343e+12 1.15882e+13 9.67093e+12 5.20915e+12 2.15979e+13 7.18732e+12 5.94922e+12
threshold=31.010000000000002 5.5000000000000009 39.032393150000004 8.5000000000000018 28.035000000000004 19.500000000000004 43.94115175000001 43.465905150000005 30.990000000000006 13.500000000000002 56.895161300000005 9.5000000000000018 4.5000000000000009 82.957885500000017 39.262370300000008 58.000519000000004 55.74310830000001 55.793358600000012 49.177301950000007 49.201680550000006 55.777112100000004 30.990000000000006 65.610478850000007 55.030402950000003 55.014170500000006 16.500000000000004 82.897133550000021 82.888608650000023 86.192907650000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 21 -5 6 7 8 11 10 -8 -6 -13 -7 -9 22 23 18 20 -20 -18 -4 -12 24 26 -25 27 -11 29 -28
right_child=-2 -3 3 4 5 13 9 14 -10 16 15 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=361.05741900180885 9.503634551082623 -50194.201816406254 365.28721265927709 -145.82626322871064 20768.706594122024 2083.2853628348835 124.29194204125193 90.21879636326247 68209.127343750006 -4548.9666294307854 -11133.976267580052 -75903.238634672627 -1413.2474905303031 -6374.1112553158782 -5787.0664836325304 1470.3472451640391 19117.869013671876 -2320.8759111922041 63309.752166193182 13674.515592866788 -39375.143970836296 -1132.5016523153242 10795.308976200649 -19056.060249920964 20712.888422426971 -4439.0754974595266 -5899.4915177954426 -39304.327905511622 -22938.355176538276 8289.8535812865648
leaf_weight=140431 3925418 20 115338 62548 42 5283 17145 1954 49 1399 1331 21 33 902 8286 667 25 4262 33 204 44 28982 112 729 184 1194 537 205 129 657
leaf_count=140431 3925418 20 115338 62548 42 5283 17145 1954 49 1399 1331 21 33 902 8286 667 25 4262 33 204 44 28982 112 729 184 1194 537 205 129 657
internal_value=0 -94.9869 -92.4356 -344.856 -892.011 -1919.42 -2355.9 -4352.57 17751.2 -1637.34 -545.237 -8003.33 -30381.6 849.887 -4665.56 -5985.56 -3827.36 -1372 11844 20585.8 -18182 64.5048 -9431.91 -6055.42 -3629.33 -9980.3 -5159.56 -8990.89 -514.468 1908.21
internal_weight=0 392746 392726 252295 107975 45427 39242 10385 145 28857 19255 96 54 6185 10240 2110 9602 4568 306 237 69 144320 1443 5034 3111 1923 2927 1604 1323 1194
internal_count=4318164 392746 392726 252295 107975 45427 39242 10385 145 28857 19255 96 54 6185 10240 2110 9602 4568 306 237 69 144320 1443 5034 3111 1923 2927 1604 1323 1194
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=31
num_cat=0
split_feature=5 5 4 1 0 0 0 0 3 3 1 1 1 0 1 1 0 3 6 3 0 0 3 2 1 4 1 3 1 2
split_gain=4.1851e+11 4.99267e+12 1.08081e+13 1.04893e+13 9.49235e+12 5.62112e+12 1.24261e+13 1.03926e+13 1.9629e+13 1.06773e+13 1.03296e+13 9.19167e+12 7.0345e+12 1.48051e+13 8.98394e+12 1.49054e+13 1.05492e+13 1.02993e+13 7.72686e+12 6.40817e+12 9.86688e+12 6.64325e+12 6.0593e+12 5.54612e+12 5.5071e+12 4.53022e+12 5.02906e+12 4.25413e+12 4.19087e+12 4.08079e+12
threshold=26.005000000000006 27.010000000000002 2.5000000000000004 30.278357500000002 60.035045000000004 55.769960200000007 55.751981950000008 55.793358600000012 26.500000000000004 9.5000000000000018 37.66934650000001 37.516458750000005 83.011163250000024 54.970187400000007 82.95335685000002 82.967723800000016 55.002082750000007 19.500000000000004 1.5000000000000002 22.500000000000004 55.806974650000008 55.806974650000008 23.500000000000004 8.5000000000000018 91.910414550000013 1.0000000180025095e-35 38.422276900000007 26.500000000000004 49.236330900000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 12 8 9 25 22 -11 14 -14 27 16 -16 18 -17 21 -21 -9 -8 -20 -23 -7 -27 -5 -13 -18
right_child=1 -3 -4 5 -6 7 10 19 -10 11 -12 28 13 -15 15 17 29 -19 23 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-164.93642934913524 -366.93575429608745 -1.917584844361057 -65526.675629679361 1281.893134955023 -20795.113268136978 -26020.949628906252 -88687.080675551479 -11588.480481656114 -64610.455027173914 104259.14768750001 -7437.2883089238958 13877.082170304007 464.5955810546875 23123.603220538134 13105.438667534723 13138.711743225715 3621.5608059630104 25089.417853452622 1346.1586592240767 43246.790319293475 -3821.7935516815191 6753.3117363163074 -19319.974257812501 -20227.173182091348 -6196.5904794476255 52097.79974407328 -3197.7516961348683 24727.279962940709 52119.602467105266 -26651.167115858734
leaf_weight=148549 558 4148570 24 9929 384 30 34 227 23 25 88 46 844 438 90 198 49 155 220 46 1400 4896 20 260 352 29 38 78 76 488
leaf_count=148549 558 4148570 24 9929 384 30 34 227 23 25 88 46 844 438 90 198 49 155 220 46 1400 4896 20 260 352 29 38 78 76 488
internal_value=0 5.87612 1542.24 1618.81 -8694.35 2102.65 853.25 4343.33 23702.5 32027.1 -28565.1 49019.8 1180.92 8206.13 395.503 -6932.47 -18578.7 1833.63 -3482.96 3596.48 -2324.45 5160.26 -62995.6 -10339.4 5884.72 6275.19 20736.1 1464.64 37700.3 -23888.9
internal_weight=0 4.16962e+06 21045 21021 942 20079 12891 7188 267 244 142 147 12749 1282 11467 1460 627 833 678 6921 1446 5475 54 480 5248 97 67 10007 122 537
internal_count=4318164 4169615 21045 21021 942 20079 12891 7188 267 244 142 147 12749 1282 11467 1460 627 833 678 6921 1446 5475 54 480 5248 97 67 10007 122 537
is_linear=0
shrinkage=0.1


Tree=3928
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 2 5 1 2 3 1 1 0 4 2 5 5 2 6 3 5 5 1 4 5 1 0 0 0 5
split_gain=3.92293e+11 6.7052e+12 3.86057e+13 3.56771e+13 3.33086e+13 7.5093e+13 4.83729e+13 2.89365e+13 3.64875e+13 2.48638e+13 2.51392e+13 7.3401e+13 6.32557e+13 3.16046e+13 2.60023e+13 2.99429e+13 2.51937e+13 2.38628e+13 3.4947e+13 3.9464e+13 2.34775e+13 2.31638e+13 7.02221e+13 5.63043e+13 6.73954e+13 6.94717e+13 3.87913e+13 3.77665e+13 3.59524e+13 3.3985e+13
threshold=55.769960200000007 55.806974650000008 37.39371280000001 37.275078000000001 94.040000000000006 3.5000000000000004 78.010000000000005 37.362912300000012 9.5000000000000018 25.500000000000004 37.342273500000012 37.314272700000011 55.777112100000004 1.5000000000000002 3.5000000000000004 50.805000000000007 59.810000000000009 1.5000000000000002 1.5000000000000002 8.5000000000000018 58.755000000000003 73.995000000000019 49.148175700000003 2.5000000000000004 76.00500000000001 37.503486000000002 55.777112100000004 55.795550600000006 55.784980300000008 70.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 9 -8 -9 10 11 -5 13 -12 15 -14 -15 18 19 -4 -21 29 23 24 25 -23 -26 28 -24 -19
right_child=1 -3 17 4 5 -7 7 8 -10 -11 12 -13 14 16 -16 -17 -18 21 -20 20 -22 22 27 -25 26 -27 -28 -29 -30 -31
leaf_value=22.793714245849017 -2563.959673085873 13.427848500342002 -8361.2844879150398 17828.160415476643 -193446.04713541668 2444.2465456404775 35207.801846697228 162042.15084375002 31049.840190825595 -11600.467086564249 -25665.405313483589 -72035.230019732597 71384.71205119681 154569.98968750003 102228.49319260288 -72244.436732700895 -2254.2512648809525 -2037.2403669220462 1182.3700753530181 19694.253711773748 55395.701124472514 -95302.907999999996 -14536.594371173887 4282.2028364506032 -36910.248874733668 77805.332245236583 21807.789334194556 -21831.287933987289 7807.1170793836372 -13195.563254923889
leaf_weight=2747102 1813 1473068 356 1444 24 106 167 50 37 335 139 97 47 20 142 21 21 69572 8098 562 274 25 1243 6295 132 319 762 1340 1712 2841
leaf_count=2747102 1813 1473068 356 1444 24 106 167 50 37 335 139 97 47 20 142 21 21 69572 8098 562 274 25 1243 6295 132 319 762 1340 1712 2841
internal_value=0 -39.8563 -840.835 8245.54 15640.9 -33720.1 18187.3 59569.5 106333 13548.7 17911.7 12171.6 40592.2 -2907.95 77878.1 27028.7 74245.4 -1274.41 3535.5 19521.8 31395.4 -1804.84 2298.11 8116.18 27611.2 65224.8 13138 -7906.2 -1591.61 -2475.02
internal_weight=0 1.57106e+06 97994 4463 2650 130 2520 254 87 2266 1931 1541 390 180 210 68 41 93531 9290 1192 836 84241 11828 7533 1238 344 894 4295 2955 72413
internal_count=4318164 1571062 97994 4463 2650 130 2520 254 87 2266 1931 1541 390 180 210 68 41 93531 9290 1192 836 84241 11828 7533 1238 344 894 4295 2955 72413
is_linear=0
shrinkage=0.1


Tree=3929
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 0 3 5 1 3 1 5 3 2 5 0 1 3 5 0 0 1 3 5 0 3 5 3 5
split_gain=3.90963e+11 3.18695e+12 1.4495e+13 2.72928e+13 2.02241e+13 1.97793e+13 2.01392e+13 2.05409e+13 1.95066e+13 2.85967e+13 2.91531e+13 2.33844e+13 1.95916e+13 1.93144e+13 2.25223e+13 1.6963e+13 5.10204e+13 3.98059e+13 2.82098e+13 2.7213e+13 5.00005e+13 3.29481e+13 3.43159e+13 2.30145e+13 2.24063e+13 6.77637e+13 9.02498e+13 2.20916e+13 2.12611e+13 4.43547e+13
threshold=42.005000000000003 37.342273500000012 37.457850350000008 56.009576300000013 55.645049100000001 55.674875350000008 55.701368300000006 3.5000000000000004 37.005000000000003 37.436176200000013 19.500000000000004 37.362912300000012 20.010000000000002 8.5000000000000018 11.500000000000002 39.995000000000012 55.842510000000011 37.417247200000006 9.5000000000000018 40.005000000000003 55.74310830000001 55.820531900000013 37.436176200000013 18.500000000000004 41.995000000000012 55.860536450000005 16.500000000000004 38.210000000000008 19.500000000000004 41.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 13 -8 12 11 -11 -10 -6 -7 -15 27 17 23 -19 20 -20 22 28 -17 -18 26 -26 -9 -21 -30
right_child=-2 2 -4 -5 5 6 7 15 9 10 -12 -13 -14 14 -16 16 24 18 19 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-308.01761232613785 -23.095544949227527 248.11378619554375 47.082682759037048 -11294.131570263124 -703.03849319950223 55614.970399305552 -53822.319195963551 5171.243677631327 78697.734960937509 -30179.453133920524 95678.483169022831 -3464.8129660569984 31368.975902408602 -53023.837646184817 19535.704653825433 -10119.587614696939 7421.3564456206268 5623.8444729590601 25113.33203125 135539.66103830645 180121.99122792121 6736.9712454927885 -18863.996484375002 28799.56831385459 23301.277464978451 -2296.5611116032337 -208394.80140625002 -7097.045229659735 96180.085492271523 -49411.814228877316
leaf_weight=226879 2717292 14736 1342862 1424 248 27 60 8259 36 26 63 917 821 163 58 298 931 129 38 62 46 130 36 310 29 339 40 1785 93 27
leaf_count=226879 2717292 14736 1342862 1424 248 27 60 8259 36 26 63 917 821 163 58 298 931 129 38 62 46 130 36 310 29 339 40 1785 93 27
internal_value=0 39.202 96.5362 2229.76 2878.02 5466.65 3993.98 4548.91 14438 4701.5 58911 -361.086 23928.5 -24226.7 -33981.1 4827.93 12184.7 27449.5 46659.9 58913.7 109999 46582.7 70344 9724.06 -1142.13 -20682.8 -111015 2990.95 87989.5 63421.9
internal_weight=0 1.60087e+06 1.37399e+06 31131 29707 14971 12860 12612 2111 1042 89 953 1069 248 221 12552 2508 1169 561 432 84 348 218 608 1339 408 69 10044 182 120
internal_count=4318164 1600872 1373993 31131 29707 14971 12860 12612 2111 1042 89 953 1069 248 221 12552 2508 1169 561 432 84 348 218 608 1339 408 69 10044 182 120
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=31
num_cat=0
split_feature=1 4 4 1 3 3 0 6 0 2 0 0 3 5 0 0 6 0 1 3 1 3 0 6 3 3 3 5 3 0
split_gain=3.76859e+11 4.61231e+12 4.54583e+12 4.52227e+12 3.67494e+13 5.69256e+13 5.52552e+13 7.43757e+13 9.24197e+13 4.61111e+13 4.2791e+13 8.55614e+13 1.34073e+14 1.02439e+14 5.81034e+13 6.39657e+13 6.37646e+13 5.76243e+13 1.23466e+14 5.67333e+13 5.53263e+13 1.14853e+14 7.26178e+13 9.02157e+13 1.63047e+14 6.07843e+13 1.10666e+14 1.18403e+14 7.86952e+13 6.28135e+13
threshold=30.332994000000003 7.5000000000000009 6.5000000000000009 30.362552800000003 11.500000000000002 13.500000000000002 59.863160500000006 1.5000000000000002 59.820733200000006 8.5000000000000018 59.950068600000009 59.932719750000011 5.5000000000000009 120.05000000000001 60.042666650000008 60.035045000000004 1.5000000000000002 59.939091550000008 30.346469350000003 5.5000000000000009 30.346469350000003 5.5000000000000009 59.882016200000002 1.5000000000000002 8.5000000000000018 5.5000000000000009 9.5000000000000018 83.010000000000005 6.5000000000000009 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 7 8 -2 -6 11 20 13 17 15 -12 -17 18 -13 -16 21 -8 -23 24 -24 -22 28 -28 -27 -30
right_child=3 -3 -4 -5 5 -7 10 -9 -10 -11 14 12 -14 -15 19 16 -18 -19 -20 -21 25 22 23 -25 -26 26 27 -29 29 -31
leaf_value=121.66681648002637 -26930.37607922102 -36175.943135463167 29139.147554976855 2.5062683698481565 3602.9671961634945 -1244.2190839860114 -17603.329404672662 -10415.912759027799 -127733.11226302858 24715.825212607004 -9377.8248253988895 187635.61597722088 -24271.78094429856 -34690.186495768226 -110107.31924856087 -201127.18200000003 -38004.41120014125 34576.112562771952 52766.84847676738 14025.622643914096 1771.0041954287576 88593.264829828506 74801.65857362689 51108.396579711378 -44104.9485792673 -18720.384004915246 -27104.437191216126 57486.408499328099 -51263.188001355447 -137628.35786884016
leaf_weight=235696 327 35 54 4048654 2687 14955 899 2168 126 1682 3338 89 418 150 38 25 578 586 286 1184 1575 178 165 479 383 271 565 234 183 156
leaf_count=235696 327 35 54 4048654 2687 14955 899 2168 126 1682 3338 89 418 150 38 25 578 586 286 1184 1575 178 165 479 383 271 565 234 183 156
internal_value=0 122.924 128.313 -7.09972 -1160.29 1689.4 -4984.14 -18116.1 -54968.2 11731.1 -2062.34 3261.49 24004.8 42168.3 -8885.46 -14792.7 -44767.4 54164.9 84775.7 10165.5 -2972.1 9446.39 29627.1 19407 -8302.78 -11728.3 -26818 -2330.65 -58892.5 -91006.5
internal_weight=0 235785 235750 4.08238e+06 33725 19324 14401 2621 453 4369 11780 6617 1529 1111 5163 3941 603 961 375 1222 5088 2104 1205 1027 548 2984 1409 799 610 339
internal_count=4318164 235785 235750 4082379 33725 19324 14401 2621 453 4369 11780 6617 1529 1111 5163 3941 603 961 375 1222 5088 2104 1205 1027 548 2984 1409 799 610 339
is_linear=0
shrinkage=0.1


Tree=3931
num_leaves=31
num_cat=0
split_feature=0 0 3 5 5 5 3 2 3 5 3 6 1 2 3 3 2 1 5 3 2 5 3 3 5 2 4 1 1 5
split_gain=3.84857e+11 2.11373e+13 3.38549e+13 4.14646e+13 3.72503e+13 5.5637e+13 4.22465e+13 3.74148e+13 3.69461e+13 2.98623e+13 2.96282e+13 2.65638e+13 2.56495e+13 2.768e+13 5.09189e+13 2.56936e+13 2.49154e+13 2.44514e+13 2.93251e+13 2.8795e+13 2.70601e+13 3.86181e+13 2.52248e+13 2.2119e+13 2.06121e+13 1.81972e+13 1.77451e+13 1.64152e+13 3.43995e+13 2.34693e+13
threshold=57.157092150000004 57.147575200000006 23.500000000000004 47.415000000000006 120.05000000000001 112.04500000000002 9.5000000000000018 1.5000000000000002 10.500000000000002 128.92000000000004 18.500000000000004 1.5000000000000002 65.565203050000022 3.5000000000000004 9.5000000000000018 12.500000000000002 14.500000000000002 65.551978750000004 137.05000000000004 8.5000000000000018 4.5000000000000009 225.45000000000002 11.500000000000002 13.500000000000002 118.33500000000002 6.5000000000000009 3.5000000000000004 65.58467570000002 65.551978750000004 71.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 10 24 26 -8 23 -3 -5 13 14 -11 17 -13 18 19 -15 -20 22 25 -9 -7 -22 -6 28 29 -12
right_child=-2 2 3 11 7 6 8 9 -10 12 27 16 -14 15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.3534521398374189 71.440704649513904 -3470.043646572235 -16239.193808725719 12467.027489997345 -136347.35267857145 69822.30023148148 -179937.62754934211 50555.646232024337 -56161.393617895876 -41086.926295882935 -17247.67468270778 41484.377210582388 -64811.804564144746 94396.820238095243 95256.150535714289 -64446.992410714287 126657.03306924144 -40408.228966346156 20548.646093750001 -52948.09952256945 225102.2441840278 4456.08925 55247.757401899857 164647.32468750002 -62273.996428571438 111231.11908967391 -7832.7330965909096 -47199.758783895508 15804.299165280419 -62944.369883362684
leaf_weight=3660253 641961 13645 148 103 21 27 38 113 66 126 539 77 38 21 35 21 62 26 45 36 36 25 22 20 21 23 22 189 263 142
leaf_count=3660253 641961 13645 148 103 21 27 38 113 66 126 539 77 38 21 35 21 62 26 45 36 36 25 22 20 21 23 22 189 263 142
internal_value=0 -12.4754 -3644.93 25455.7 -4374.32 -5379.4 -65571.3 19444.5 -101387 26040.3 -4760.29 50955.1 13832.4 21016.2 -11447.1 41512.7 79475.1 51021.9 62450.7 1336.87 85520.1 113102 146635 67712.3 12030.2 180712 -70595.7 -20299 -14913.2 -26776.2
internal_weight=0 3.6762e+06 15950 390 15560 14930 152 630 104 587 14778 242 454 416 161 255 139 234 208 57 151 106 81 133 48 59 43 1133 944 681
internal_count=4318164 3676203 15950 390 15560 14930 152 630 104 587 14778 242 454 416 161 255 139 234 208 57 151 106 81 133 48 59 43 1133 944 681
is_linear=0
shrinkage=0.1


Tree=3932
num_leaves=31
num_cat=0
split_feature=4 0 3 1 2 4 2 1 0 1 3 2 3 2 1 2 0 0 2 1 2 0 1 5 2 3 2 5 0 3
split_gain=3.80485e+11 2.83061e+12 1.71286e+12 2.59987e+12 2.76663e+12 4.65603e+11 7.42167e+12 5.40121e+12 5.47949e+12 1.79428e+13 1.4907e+13 7.81539e+12 7.71346e+12 8.87178e+12 8.25547e+12 4.4799e+12 5.8579e+12 8.33023e+12 8.26467e+12 8.57057e+12 3.49207e+12 1.79131e+12 3.58163e+11 2.28201e+12 8.19701e+12 1.68268e+13 1.44523e+13 7.57599e+12 1.36744e+13 1.58829e+13
threshold=8.5000000000000018 59.916647550000008 10.500000000000002 39.666208800000007 4.5000000000000009 6.5000000000000009 11.500000000000002 78.608766650000021 45.070824200000011 39.704585000000002 5.5000000000000009 7.5000000000000009 6.5000000000000009 3.5000000000000004 39.714575750000009 3.5000000000000004 53.37994195000001 56.663136550000011 2.5000000000000004 30.346469350000003 4.5000000000000009 59.932719750000011 83.000022850000008 137.05000000000004 15.500000000000002 16.500000000000004 16.500000000000004 120.05000000000001 54.484631300000011 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 22 7 8 9 -7 -11 12 15 -14 -15 16 -10 -18 19 -19 -17 -22 -1 27 25 -25 -26 -24 29 -29
right_child=1 -3 -4 4 -6 6 -8 -9 11 10 -12 -13 13 14 -16 20 17 18 -20 -21 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=10.989380778564577 30153.196692708334 39075.942708333336 -22390.040583147322 -26519.920251464846 14162.266339285716 -91108.189328125009 -62773.669531250001 -47469.947248641307 -21815.642629076086 -29621.154640151515 79789.845937500009 54380.669081439395 -82306.955859375012 38437.39069010417 -44505.696012369794 -32468.511324974796 76487.999281311044 80549.324656250014 -29984.577884615388 -4035.3449728260875 28359.525661057694 -10411.536896306818 -71.445910957354471 3143.1865794838823 -79535.64460449219 74090.20587804458 15504.871408081055 9995.249555098273 -16892.142668422646 -58152.120790223817
leaf_weight=3782377 30 21 28 32 35 25 20 23 23 33 20 33 20 24 24 31 32 25 26 23 26 22 531921 1993 32 34 32 452 710 37
leaf_count=3782377 30 21 28 32 35 25 20 23 23 33 20 33 20 24 24 31 32 25 26 23 26 22 531921 1993 32 34 32 452 710 37
internal_value=0 5104.87 -602.267 5686.99 -5268.03 -0.172602 -3290.6 -388.985 2409.11 -21274.4 11666 8387.48 2888.29 -26349.7 -3034.15 12446.9 23931.6 33857.9 15423.3 40019.2 -6306.71 10589.5 0.1551 -76.4116 3220.69 4333.22 -32015.4 -89.3434 -8029.36 4838.9
internal_weight=0 146 125 97 67 4.31802e+06 430 410 387 78 53 309 276 68 48 208 129 106 74 48 79 48 4.31759e+06 535211 2091 2027 64 533120 1199 489
internal_count=4318164 146 125 97 67 4318018 430 410 387 78 53 309 276 68 48 208 129 106 74 48 79 48 4317588 535211 2091 2027 64 533120 1199 489
is_linear=0
shrinkage=0.1


Tree=3933
num_leaves=31
num_cat=0
split_feature=5 5 4 1 0 0 0 0 3 3 1 1 3 3 0 0 1 0 1 3 0 0 4 3 1 6 3 0 2 1
split_gain=3.70691e+11 4.04124e+12 8.7496e+12 8.47877e+12 7.68919e+12 4.60625e+12 1.0066e+13 8.56737e+12 1.58835e+13 8.71569e+12 8.36679e+12 7.48275e+12 5.8294e+12 8.8289e+12 9.36026e+12 1.45214e+13 6.60833e+12 5.44312e+12 6.17945e+12 5.27487e+12 7.531e+12 5.33832e+12 5.12362e+12 4.90787e+12 4.47251e+12 4.27098e+12 5.49558e+12 4.05239e+12 5.29563e+12 6.01334e+12
threshold=26.005000000000006 27.010000000000002 2.5000000000000004 30.278357500000002 60.035045000000004 55.769960200000007 55.751981950000008 55.793358600000012 26.500000000000004 9.5000000000000018 37.66934650000001 37.516458750000005 9.5000000000000018 17.500000000000004 55.002082750000007 55.039751500000008 39.899261850000009 43.592450450000008 39.726951800000002 22.500000000000004 55.806974650000008 55.806974650000008 1.0000000180025095e-35 23.500000000000004 91.910414550000013 1.5000000000000002 11.500000000000002 55.061033200000004 5.5000000000000009 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 12 8 9 -7 23 -11 16 14 -14 22 17 18 -5 21 -21 -9 -16 -8 -23 -17 -27 -15 -29 -30
right_child=1 -3 -4 5 -6 7 10 19 -10 11 -12 -13 13 27 15 25 -18 -19 -20 20 -22 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=-155.22779399013871 -320.72672375641417 -1.4816469262761662 -58957.148649088544 -46275.491905395509 -18706.552637402216 5719.146113853848 -79826.000091911759 -10353.22740469105 -57944.409782608695 94178.596609375003 -6702.2320379083803 34124.954591444672 160.28248345033126 1661.0656091580154 -15944.412426274366 -8125.5309730271974 7211.1813825179843 1386.077100677303 -5542.9327492909897 37683.212858780571 -3438.1423121528628 6092.8820157125883 -37099.883312059486 -17396.6492578125 -5577.3717658996584 -8960.6302615079021 12774.906087412734 -7765.4739666437708 33033.354933703784 8054.9839133300775
leaf_weight=148549 558 4148570 24 50 384 97 34 227 23 25 88 122 2644 2551 303 799 2588 2444 146 46 1400 4896 184 20 352 198 282 118 142 300
leaf_count=148549 558 4148570 24 50 384 97 34 227 23 25 88 122 2644 2551 303 799 2588 2444 146 46 1400 4896 184 20 352 198 282 118 142 300
internal_value=0 5.53023 1387.77 1456.67 -7815.59 1891.67 760.671 3920.02 21497.2 28985.5 -25717 44338.2 1055.58 -727.223 -3604.93 -9242.08 3620.33 100.201 -15933.9 3241.92 -2129.99 4660.7 -23937.4 -56704 5310.12 -3646.58 3809 3352.07 11055.2 16079.7
internal_weight=0 4.16962e+06 21045 21021 942 20079 12891 7188 267 244 142 147 12749 7521 4410 1766 5228 2640 196 6921 1446 5475 487 54 5248 1279 480 3111 560 442
internal_count=4318164 4169615 21045 21021 942 20079 12891 7188 267 244 142 147 12749 7521 4410 1766 5228 2640 196 6921 1446 5475 487 54 5248 1279 480 3111 560 442
is_linear=0
shrinkage=0.1


Tree=3934
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 3 0 5 3 5 3 5 2 0 0 2 5 0 4 4 0 0 3 3 5 4 2 5 2 3
split_gain=3.69654e+11 3.0265e+12 1.07692e+13 2.52108e+13 1.37584e+13 2.37699e+13 1.17293e+13 7.0414e+12 8.55122e+12 1.04048e+13 9.42182e+12 9.58848e+12 1.08158e+13 6.64985e+12 1.41272e+13 6.61311e+12 6.4467e+12 6.41303e+12 1.10172e+13 7.59499e+12 6.16913e+12 1.12151e+13 1.24424e+13 6.71631e+12 6.03003e+12 6.69567e+12 5.1736e+12 4.63109e+12 4.45557e+12 4.30257e+12
threshold=86.067573200000012 84.920232800000022 56.367862600000002 12.500000000000002 89.00500000000001 6.5000000000000009 55.388132500000005 38.210000000000008 13.500000000000002 89.00500000000001 3.5000000000000004 86.02500000000002 3.5000000000000004 55.212972300000011 53.719078300000007 4.5000000000000009 105.35000000000001 54.864040150000001 3.5000000000000004 4.5000000000000009 52.056565900000003 52.485928400000006 3.5000000000000004 7.5000000000000009 48.510000000000012 2.5000000000000004 8.5000000000000018 118.33500000000002 10.500000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 17 13 -4 10 -10 -9 29 -13 14 20 -5 -14 18 27 -20 -3 22 -22 -23 -8 -26 -11 -6 -17 -12
right_child=-2 2 7 15 5 -7 24 8 9 26 11 12 16 -15 -16 28 -18 -19 19 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.93792571593587093 144.3996557625745 5858.580094182822 -4475.9593557089684 79898.087178308822 49235.403982469514 -98609.889906350174 -4116.0178385438912 -35358.034522804053 2349.4969427854021 -84235.604083806829 17857.898742589208 95832.907656249998 51086.43950591216 8236.4929481815525 -21623.529134125212 9964.0338394730188 -11884.575996767242 -40224.600238144194 -58484.700591216213 15710.79420942827 -6225.0802141635577 1258.9387572074222 -49107.160412837016 -5861.1647482361695 -21726.982261025318 -7066.3580865031145 -13961.589686279296 -6827.4987177309786 55381.699788411468 2986.646951489176
leaf_weight=4133765 170290 1226 498 34 41 39 1829 37 302 22 564 30 37 765 335 54 29 57 37 22 201 4259 102 1923 526 764 20 23 36 297
leaf_count=4133765 170290 1226 498 34 41 39 1829 37 302 22 564 30 37 765 335 54 29 57 37 22 201 4259 102 1923 526 764 20 23 36 297
internal_value=0 -5.92829 -1468.05 -2536.62 -2994.51 -27832.3 -2538.56 5674.99 9453.14 -4136.24 14156.1 16070.5 46047.2 -672.99 -1520.09 42325.3 23417.4 -12497.1 352.217 -30818.6 -646.706 -1876.54 -20660.6 -955.872 -7808.68 -13044.3 -50771.8 29087.8 28131.1 12728.1
internal_weight=0 4.14787e+06 14109 12273 12149 219 11930 1836 1338 344 994 957 96 8811 8046 124 66 180 123 59 7711 6485 303 6182 3119 1290 42 64 90 861
internal_count=4318164 4147874 14109 12273 12149 219 11930 1836 1338 344 994 957 96 8811 8046 124 66 180 123 59 7711 6485 303 6182 3119 1290 42 64 90 861
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=31
num_cat=0
split_feature=2 0 4 1 5 5 5 0 5 5 5 1 0 4 3 0 1 0 5 5 5 5 0 1 0 1 0 3 3 5
split_gain=3.65542e+11 2.8147e+12 6.73812e+12 8.74419e+12 1.22222e+13 1.81954e+13 7.30649e+12 2.6359e+13 1.36237e+13 9.54751e+12 3.79279e+13 3.32624e+13 4.94412e+13 1.40481e+13 1.23367e+13 1.14154e+13 6.51219e+12 1.34826e+13 7.99624e+12 6.58774e+12 6.46317e+12 1.74632e+13 1.20139e+13 1.15352e+13 9.18176e+12 6.79118e+12 1.21143e+13 1.50007e+13 1.14739e+13 1.54612e+13
threshold=24.500000000000004 55.751981950000008 3.5000000000000004 60.601268000000012 103.45000000000002 123.15000000000002 60.005000000000003 55.755036050000008 71.00500000000001 54.710000000000008 55.005000000000003 37.362912300000012 55.87722990000001 1.5000000000000002 36.500000000000007 55.755036050000008 37.642309100000013 55.885524800000006 59.245000000000012 58.605000000000011 62.710000000000008 63.145000000000003 55.834684950000003 30.451272450000005 55.924336300000007 30.388336800000001 59.932719750000011 25.500000000000004 26.500000000000004 73.405000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 9 8 -8 -3 11 -11 -13 -12 15 -15 19 -18 -19 -17 23 22 -22 -9 -24 26 27 -23 29 -27
right_child=1 2 3 -5 5 -7 7 20 -10 10 13 12 -14 14 -16 16 17 18 -20 -21 21 25 24 -25 -26 28 -28 -29 -30 -31
leaf_value=1.9208219345423991 897.62951116072054 -1561.3784845387174 10.546110534667969 -8021.1253511469422 141108.67230468753 28567.889261642158 -129115.71461718751 -64768.8258877841 -28381.741985452591 -10411.921157949942 60588.831482231326 225073.09849999999 19525.580601917616 69287.737500000003 -68557.937937499999 -12261.886186648639 64451.542986505679 13948.474226173195 -35489.899516369049 12338.727811214623 -4339.9669140625001 94297.660452178039 121734.1318359375 -10544.458550654461 38750.257353515626 123.17558670043945 588.69182121106235 -10905.669904891305 -1960.2928740228156 -29621.999592267341
leaf_weight=4299425 8547 5613 64 94 20 51 25 44 29 27 41 25 22 25 25 390 44 148 42 151 40 33 20 362 40 304 313 23 1766 411
leaf_count=4299425 8547 5613 64 94 20 51 25 44 29 27 41 25 22 25 25 390 44 148 42 151 40 33 20 362 40 304 313 23 1766 411
internal_value=0 -440.708 -1563.04 15396.6 31702.3 60269.5 -1952.86 -5706.92 -75017.8 0.65872 9328.01 78044.2 128859 3456.2 616.877 2778.59 633.134 14571.2 3019.99 -5395.54 -4591.67 -2963.64 38110.9 -16421 66411.5 -4404.85 8252.72 51089.1 -6287.41 -16975.1
internal_weight=0 18739 10192 229 135 71 9963 3410 54 6553 940 74 47 866 825 800 775 234 190 541 3356 2950 100 406 60 2850 369 56 2481 715
internal_count=4318164 18739 10192 229 135 71 9963 3410 54 6553 940 74 47 866 825 800 775 234 190 541 3356 2950 100 406 60 2850 369 56 2481 715
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=31
num_cat=0
split_feature=2 5 4 1 5 5 5 3 6 1 6 1 5 6 1 2 0 4 5 5 5 5 5 3 0 4 5 5 5 1
split_gain=3.8633e+11 1.66099e+12 2.1689e+12 2.68824e+12 2.11695e+12 8.53195e+12 2.71519e+12 6.60197e+12 4.44366e+12 2.05916e+12 3.82096e+12 1.84442e+12 1.61772e+12 1.47342e+12 1.43935e+12 1.00473e+12 1.53924e+12 1.4061e+12 1.09058e+12 9.34249e+11 1.06008e+12 1.29057e+12 8.73992e+11 1.99016e+12 1.4947e+12 1.40681e+12 8.66322e+11 8.51069e+11 9.5628e+11 1.26039e+12
threshold=33.500000000000007 67.990000000000023 2.5000000000000004 37.737121850000008 39.995000000000012 42.895000000000003 58.305000000000007 35.500000000000007 1.5000000000000002 37.767735350000002 1.5000000000000002 37.615058950000012 37.995000000000012 1.5000000000000002 37.542000650000013 32.500000000000007 55.885524800000006 1.0000000180025095e-35 78.010000000000005 60.310000000000009 48.035000000000004 40.005000000000003 85.91500000000002 35.500000000000007 55.762622900000004 2.5000000000000004 73.995000000000019 63.455000000000005 59.510000000000012 37.516458750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 3 -3 12 -6 7 -7 -9 10 -4 -8 14 -11 -2 -1 17 -17 19 20 21 -18 23 25 -25 27 -27 28 29 -19
right_child=1 2 9 -5 5 6 11 8 -10 13 -12 -13 -14 -15 -16 16 18 22 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.25258454998729002 -14161.709437988284 4930.5083622685188 17287.676640625003 -36568.844193412158 73062.526340553988 36977.006715745192 40744.387035290951 -51418.977801724141 3476.4991276041674 -2106.6346235795459 -32022.755847537879 2346.7669034090909 -25590.938468749999 31303.395630622632 16733.54021510074 22292.600602213541 -9713.6213107638887 -13090.421077473959 7695.8226469494057 -35627.119262695312 -53.62208408453526 -40456.360973011368 14403.33203125 -41410.613111413048 -5358.7208007812505 -33364.05126953125 -4283.213053385417 -13742.856750118372 21897.731265625 5179.4571072508388
leaf_weight=4317174 25 27 30 37 22 26 29 29 30 22 33 22 25 33 38 24 36 48 21 22 39 22 28 23 23 20 21 33 25 177
leaf_count=4317174 25 27 30 37 22 26 29 29 30 22 33 22 25 33 38 24 36 48 21 22 39 22 28 23 23 20 21 33 25 177
internal_value=0 3004.25 -4238.34 -19061.3 8362.59 15285.7 5939.43 -5005.33 -23506 3801.23 -8541.6 24180.7 -4067.52 17939.4 4473.52 -0.297797 -4228.22 -1213.87 -13314.3 -17022 -12802.3 -21374.7 -2631.35 -3920.46 -23384.7 -1157.02 -18469 1351.07 3343.47 1281.88
internal_weight=0 428 182 64 246 158 136 85 59 118 63 51 88 55 63 4.31774e+06 562 422 140 119 97 58 398 370 46 324 41 283 250 225
internal_count=4318164 428 182 64 246 158 136 85 59 118 63 51 88 55 63 4317736 562 422 140 119 97 58 398 370 46 324 41 283 250 225
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=31
num_cat=0
split_feature=5 5 0 6 3 1 3 3 1 1 1 1 3 1 3 2 0 1 0 3 0 5 3 3 2 0 5 0 2 0
split_gain=3.61894e+11 4.2154e+12 2.38653e+13 1.29324e+13 1.12036e+13 1.03693e+13 6.00194e+12 1.8152e+13 1.67447e+13 2.29565e+13 1.37521e+13 3.82989e+13 2.42265e+13 3.07375e+13 1.66262e+13 7.25401e+12 5.93235e+12 1.19479e+13 1.61829e+13 1.48873e+13 1.43086e+13 7.43493e+12 6.19174e+12 5.83222e+12 1.53522e+13 6.74627e+12 7.75849e+12 2.40336e+13 8.55755e+12 5.76667e+12
threshold=31.010000000000002 31.990000000000006 44.039893800000009 1.5000000000000002 3.5000000000000004 39.969502550000009 12.500000000000002 10.500000000000002 30.323743050000001 30.278357500000002 37.642309100000013 37.615058950000012 21.500000000000004 37.726745000000001 20.500000000000004 11.500000000000002 55.834684950000003 30.468306550000005 59.863160500000006 23.500000000000004 55.91302515000001 31.415000000000003 23.500000000000004 12.500000000000002 8.5000000000000018 43.514103700000014 31.415000000000003 43.592450450000008 3.5000000000000004 55.860536450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 23 7 -4 9 -9 11 16 -12 -14 -13 -16 21 -18 20 -20 22 -8 -19 25 -25 -6 27 -27 -28 -5
right_child=1 -3 3 29 5 -7 10 8 -10 -11 12 14 13 -15 15 -17 17 18 19 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-91.522539613817202 80135.092645089288 0.36815194124127487 -2502.8307058169521 3711.0315421461355 84444.921723937994 -3882.0976708127741 -3933.0148784316589 5542.8772879464286 5469.1971640241209 87935.921883026545 -5122.4418483662485 -135853.11141003025 138889.21265624999 12975.150298136972 -3008.0067708333336 -79976.217625000005 -9777.8433944714288 73553.107866753475 -13459.710223214286 64303.90616057982 -17862.982247792123 -28971.685226738722 10203.581825086807 -43199.124933845771 53437.579274553573 -82432.49220703126 81834.833274841309 61095.449693080358 16583.392044974662 344.07462007364688
leaf_weight=392746 35 3897384 1782 11110 32 114 214 63 229 73 2183 31 20 633 24 25 1257 27 35 83 184 266 36 31 35 20 44 28 37 9383
leaf_count=392746 35 3897384 1782 11110 32 114 214 63 229 73 2183 31 20 633 24 25 1257 27 35 83 184 266 36 31 35 20 44 28 37 9383
internal_value=0 9.15701 1231.01 890.823 26255 20724.8 -2766.17 1658.56 21975.3 49768.6 -4659.34 -10627.6 -67.4317 16831.6 -78538.1 -42277.5 -8042.95 -5152.98 10774.3 41238.4 -3779.46 -17808.6 37353.4 33082.5 8047.61 43345.2 33149.9 1292.14 52028.6 2169.42
internal_weight=0 3.92542e+06 28034 27658 376 341 7165 2147 365 136 5018 2182 2836 653 80 49 2102 1622 365 118 247 480 63 227 66 161 129 48 81 20493
internal_count=4318164 3925418 28034 27658 376 341 7165 2147 365 136 5018 2182 2836 653 80 49 2102 1622 365 118 247 480 63 227 66 161 129 48 81 20493
is_linear=0
shrinkage=0.1


Tree=3938
num_leaves=31
num_cat=0
split_feature=3 5 3 1 1 0 1 2 0 0 0 4 0 1 1 5 4 3 0 5 0 5 5 1 1 1 0 5 1 1
split_gain=3.70007e+11 2.61023e+12 5.45563e+12 6.41306e+12 7.19487e+12 3.71726e+12 3.45657e+12 3.30412e+12 5.90616e+12 2.94854e+12 4.20451e+12 2.90928e+12 7.2082e+12 6.51823e+12 7.93604e+12 2.54649e+12 1.21469e+13 1.48838e+13 1.795e+13 2.08796e+13 1.75791e+13 8.85919e+12 8.56868e+12 9.07131e+12 1.10295e+13 1.09501e+13 1.40655e+13 9.50393e+12 8.6926e+12 8.43736e+12
threshold=4.5000000000000009 13.050000000000002 1.5000000000000002 30.332994000000003 37.417247200000006 44.893607100000004 37.597123000000003 1.5000000000000002 56.121679000000007 44.982728700000003 43.465905150000005 1.5000000000000002 43.642715500000008 40.247294600000011 39.704585000000002 44.205000000000005 1.5000000000000002 3.5000000000000004 55.591389050000011 23.035000000000004 55.842510000000011 41.995000000000012 32.005000000000003 83.026705000000007 65.659480050000013 82.897133550000021 55.078308950000007 34.605000000000011 82.945329900000004 30.160599000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 -6 -5 -9 10 -8 12 -12 14 -13 16 22 -18 -19 -20 -21 29 -3 24 -24 27 28 -26 -27 -22
right_child=-2 15 3 4 6 -7 9 8 -10 -11 11 13 -14 -15 -16 -17 17 18 19 20 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-44758.879908854571 8.9915769367523115 -684.14645122868455 -32437.753897927028 5502.4582974137929 -25947.373491753475 -6473.7976616091846 23597.976644736846 24641.903280784973 89593.292038690473 6964.2218281266387 -69126.348958333343 -17009.375898437498 -2899.8899181547622 -39844.924407327591 57720.930758101858 141.01744003672755 -481.72644226577916 -1026.5230519875347 -106840.32388392858 -17780.541062100878 -39614.899397160458 -7398.9527708044225 1059.2603591747866 5486.5015063532765 -215.05781220612704 -23465.58185820884 21051.017556818184 -16646.857359252084 -1076.2407623427621 1149.5358362521965
leaf_weight=30 3945856 58335 44 29 36 164 38 42 21 1416 27 30 42 29 27 189868 40478 10054 21 1287 52 5088 54546 4202 540 188 275 1011 2234 2154
leaf_count=30 3945856 58335 44 29 36 164 38 42 21 1416 27 30 42 29 27 189868 40478 10054 21 1287 52 5088 54546 4202 540 188 275 1011 2234 2154
internal_value=0 -95.296 3530.48 5265.11 6220.16 -12394.2 4698.13 33434.7 46292.4 5383.8 -6211.41 -13519.5 -28814.6 -1247.89 18389.2 -114.632 -383.603 -1558.78 -3895.67 -7249.12 -7005.4 -5104.16 189.153 997.837 677.033 -4230.91 -380.727 -10925.9 -2814.14 188.633
internal_weight=0 372308 1975 1781 1737 194 1645 92 63 1609 193 155 69 86 57 370333 180465 59134 18656 8602 8581 7294 121331 62996 58794 4248 2697 1551 2422 2206
internal_count=4318164 372308 1975 1781 1737 194 1645 92 63 1609 193 155 69 86 57 370333 180465 59134 18656 8602 8581 7294 121331 62996 58794 4248 2697 1551 2422 2206
is_linear=0
shrinkage=0.1


Tree=3939
num_leaves=31
num_cat=0
split_feature=5 5 0 1 1 1 1 2 2 3 3 0 0 0 2 2 1 2 6 3 0 0 1 1 6 2 0 2 3 1
split_gain=3.55779e+11 5.73337e+12 1.14263e+13 1.88261e+13 2.53364e+13 2.84883e+13 2.52721e+13 3.67631e+13 2.68015e+13 1.97547e+13 1.97077e+13 2.42995e+13 1.86418e+13 3.4845e+13 1.92551e+13 7.34003e+13 2.22603e+13 2.08075e+13 1.90465e+13 1.78495e+13 3.68196e+13 3.15025e+13 3.02998e+13 2.96859e+13 2.66876e+13 2.44525e+13 1.66648e+13 1.56294e+13 4.3983e+13 2.07671e+13
threshold=110.05000000000001 109.05000000000001 59.916647550000008 43.048525950000005 43.94115175000001 44.005491150000005 44.083877800000003 8.5000000000000018 5.5000000000000009 24.500000000000004 8.5000000000000018 44.039893800000009 56.876792350000009 57.157092150000004 18.500000000000004 16.500000000000004 61.284352600000013 15.500000000000002 1.5000000000000002 16.500000000000004 55.061033200000004 56.819808050000006 82.933113850000026 49.236330900000006 1.5000000000000002 7.5000000000000009 52.485928400000006 8.5000000000000018 20.500000000000004 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 10 -6 7 -7 -8 -3 -5 -12 14 -14 15 17 18 19 -16 21 22 24 -21 -22 25 -10 -11 -4 -29 -30
right_child=-2 2 27 4 5 6 8 -9 12 26 11 -13 13 -15 16 -17 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.33154011931205973 -216.75404154700038 -6193.4780086436731 31550.19544048635 16793.576039566535 -75826.17578473773 151084.69234913794 -3489.4791078159906 -18210.579891304351 110388.98157904731 100593.38502394153 44254.56513346354 186555.51609375002 -58309.567980468753 67731.329385080651 -9243.4031960227276 192565.39555288464 41658.391699218751 -67973.044601562506 -144079.54613281251 65107.051514807419 123671.47234375001 101514.45623094513 211650.46856398811 -13255.420488457932 -938.64124446503104 18450.40067515432 11033.550164262077 -74895.290750558037 111346.09190848214 -11569.917896355524
leaf_weight=4238385 74421 2319 293 62 42 29 1343 23 45 31 30 20 75 31 22 26 28 25 20 43 20 41 21 76 438 81 63 56 28 27
leaf_count=4238385 74421 2319 293 62 42 29 1343 23 45 31 30 20 75 31 22 26 28 25 20 43 20 41 21 76 438 81 63 56 28 27
internal_value=0 3.80114 3272.91 1954.15 7961.45 5817.25 7253.79 76204.1 5718.28 -4371.81 54463.8 101175 18184 -21448.6 22925.6 27243.4 -27407.3 21802.4 -73451.1 24736.3 54439.3 16880.9 113192 15271 10728.5 51285.6 40569.2 19444 -12512 51005.5
internal_weight=0 4.24374e+06 5358 4954 2541 2429 2387 52 2335 2413 112 50 992 106 886 816 70 790 42 765 160 605 64 96 564 126 94 404 111 55
internal_count=4318164 4243743 5358 4954 2541 2429 2387 52 2335 2413 112 50 992 106 886 816 70 790 42 765 160 605 64 96 564 126 94 404 111 55
is_linear=0
shrinkage=0.1


Tree=3940
num_leaves=31
num_cat=0
split_feature=5 4 5 1 1 0 2 0 0 3 3 1 5 2 0 3 1 1 5 5 0 0 0 2 3 6 0 2 2 1
split_gain=3.51055e+11 1.7578e+13 1.68045e+13 2.35188e+13 3.03856e+13 2.67571e+13 2.91488e+13 1.82585e+13 1.57766e+13 1.97301e+13 1.95876e+13 1.81521e+13 4.85547e+13 1.66196e+13 2.52157e+13 1.94955e+13 1.90573e+13 2.76719e+13 4.84512e+13 5.23864e+13 4.91562e+13 5.27205e+13 4.25734e+13 4.18196e+13 3.7425e+13 5.41009e+13 8.53247e+13 5.12556e+13 4.22048e+13 4.06789e+13
threshold=74.610000000000014 2.5000000000000004 75.015000000000015 37.832345550000007 37.889331900000009 55.657530000000008 3.5000000000000004 55.551692500000009 45.067452850000002 5.5000000000000009 9.5000000000000018 37.314272700000011 80.00500000000001 21.500000000000004 55.030402950000003 23.500000000000004 30.323743050000001 30.278357500000002 81.00500000000001 82.00500000000001 59.939091550000008 59.932719750000011 59.950068600000009 2.5000000000000004 11.500000000000002 1.5000000000000002 59.990816400000007 2.5000000000000004 10.500000000000002 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 7 -7 -5 9 -2 11 12 -11 16 -15 -16 17 -10 20 -20 21 -19 -22 -21 27 -26 -27 -24 -28 -29
right_child=1 2 -4 4 -6 6 -8 -9 13 10 -12 -13 -14 14 15 -17 -18 18 19 23 22 -23 24 -25 25 26 28 29 -30 -31
leaf_value=10.960279319661547 -6531.7165044998801 -8790.1574555907246 276.35757130226006 32289.682038574218 -1267.1245889065519 -6166.5795928485577 74867.318183680938 -98353.674796195657 -2592.0326115645767 -25891.759831542971 505.34356537794514 7551.8063355459526 125530.17809027778 -18692.839458869486 50403.00924257221 9830.1153603235889 -3118.6416984969542 22679.891792938506 -46759.936598041852 34823.692172639268 -87802.990470856312 77413.838976244151 -20607.510087585451 -4504.6768909472657 -62791.733842329544 159832.98941964286 -90341.496176861707 94724.022529069771 41646.083577697755 5302.948228236608
leaf_weight=3762241 2920 4899 455223 20 10956 65 140 23 5461 40 13054 3837 45 289 132 1152 54162 783 233 345 51 227 128 1250 143 35 47 129 50 84
leaf_count=3762241 2920 4899 455223 20 10956 65 140 23 5461 40 13054 3837 45 289 132 1152 54162 783 233 345 51 227 128 1250 143 35 47 129 50 84
internal_value=0 -74.1744 164.054 -3010.7 -483.61 34130.1 49173.6 -37589.3 -1401.45 1061.2 2367.24 8564.37 54272.8 -2158.73 7994.44 14001.2 -2411.72 1858.67 8793.12 -2468.13 21068.3 34981.5 0.484709 4002.09 7269.93 -20177.5 25987.9 29404.9 -22306.7 59459.4
internal_weight=0 555923 471326 16103 11204 248 205 43 84597 19896 16976 3922 85 64701 1573 1284 63128 8966 3505 1828 1677 1010 667 1595 616 275 132 341 97 213
internal_count=4318164 555923 471326 16103 11204 248 205 43 84597 19896 16976 3922 85 64701 1573 1284 63128 8966 3505 1828 1677 1010 667 1595 616 275 132 341 97 213
is_linear=0
shrinkage=0.1


Tree=3941
num_leaves=31
num_cat=0
split_feature=5 5 2 2 1 3 0 2 3 4 1 1 0 3 1 2 4 1 1 3 3 0 2 3 1 0 0 2 0 1
split_gain=4.04422e+11 1.95866e+12 1.04305e+13 1.93249e+13 3.16547e+13 3.33868e+13 2.63466e+13 5.2155e+13 2.62311e+13 2.6071e+13 2.58995e+13 2.55728e+13 1.90008e+13 1.58256e+13 1.5718e+13 1.86755e+13 1.5375e+13 1.399e+13 3.59017e+13 3.09007e+13 3.51379e+13 2.3466e+13 2.17699e+13 4.63406e+13 7.00418e+13 1.66786e+13 2.25585e+13 2.57667e+13 1.8625e+13 2.1076e+13
threshold=100.05000000000001 99.555000000000021 4.5000000000000009 3.5000000000000004 30.315880100000005 7.5000000000000009 59.932719750000011 2.5000000000000004 12.500000000000002 4.5000000000000009 47.282206100000003 30.388336800000001 59.896318000000008 4.5000000000000009 30.226173900000003 5.5000000000000009 3.5000000000000004 39.969502550000009 39.753614400000011 6.5000000000000009 17.500000000000004 47.228519500000004 5.5000000000000009 11.500000000000002 61.396377350000009 56.852744000000008 54.811549550000009 17.500000000000004 55.055104550000003 60.601268000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 12 13 11 -6 -11 -9 -3 -8 15 -4 -17 18 -16 -20 21 -21 23 -19 -25 26 -24 -28 -29 -30
right_child=-2 2 14 4 9 -7 7 8 -10 10 -12 -13 -14 -15 17 16 -18 22 19 20 -22 -23 25 24 -26 -27 27 28 29 -31
leaf_value=1.6656360619450414 -181.93793003438336 130.69296008870694 -118356.04278320313 -25151.079524739587 -6362.9911324914674 -179391.53711786686 45657.461317845395 172679.75738467264 20623.828146701388 -165406.05669642857 -11803.595253057065 37526.881873139879 -53619.255043143654 -31562.870756392047 7344.0700622963404 1819.4049016669244 -94148.298828125 4946.2404759708043 -45475.68568522136 163154.58617187501 -35764.812251420452 64273.387908655801 5499.213509494035 7092.8863347457627 174903.10336119187 16928.785542543475 -20934.118056324107 95084.250189208993 66549.388543911642 -46649.072018914478
leaf_weight=4188461 118815 3577 20 36 943 23 38 42 36 21 23 21 67 88 2714 101 20 602 24 40 22 60 756 59 43 310 1103 32 29 38
leaf_count=4188461 118815 3577 20 36 943 23 38 42 36 21 23 21 67 88 2714 101 20 602 24 40 22 60 756 59 43 310 1103 32 29 38
internal_value=0 5.14769 1344.65 -2067.39 -14126.9 -85278.7 1192.95 34402.3 88717.9 -9873.67 -85113.9 127629 -857.574 -8274.2 4152.31 -28839.2 -14043 4949.94 9942.71 58248.9 78653.8 103826 145.327 15507 77836.4 -4623.03 -8035.22 -16547.7 32322.9 2347.28
internal_weight=0 4.19935e+06 10888 4915 1046 59 3869 225 99 987 44 63 3644 126 5973 141 121 5832 2860 146 122 100 2972 704 102 2268 1958 1202 99 67
internal_count=4318164 4199349 10888 4915 1046 59 3869 225 99 987 44 63 3644 126 5973 141 121 5832 2860 146 122 100 2972 704 102 2268 1958 1202 99 67
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=31
num_cat=0
split_feature=5 6 1 5 4 0 3 3 3 0 1 1 3 3 0 1 1 2 0 3 0 1 3 3 5 0 3 0 3 1
split_gain=3.80965e+11 2.85485e+12 9.50459e+12 1.17172e+13 1.79358e+13 1.69474e+13 3.50123e+13 7.75482e+13 2.25391e+13 2.64927e+13 2.04058e+13 2.36886e+13 2.14838e+13 2.09213e+13 2.86917e+13 1.90403e+13 1.74497e+13 1.7137e+13 1.84526e+13 1.34864e+13 1.22581e+13 1.14305e+13 1.13562e+13 1.80273e+13 1.28926e+13 1.75987e+13 1.86175e+13 1.53483e+13 1.55949e+13 1.51208e+13
threshold=87.395000000000024 1.5000000000000002 82.945329900000004 88.015000000000015 1.5000000000000002 59.916647550000008 12.500000000000002 13.500000000000002 11.500000000000002 59.950068600000009 37.39371280000001 37.620907050000007 22.500000000000004 16.500000000000004 45.047272400000004 30.315880100000005 37.726745000000001 7.5000000000000009 59.982527000000012 21.500000000000004 59.904813200000007 39.041623000000008 8.5000000000000018 7.5000000000000009 90.015000000000015 54.978840000000005 18.500000000000004 54.944759500000011 18.500000000000004 82.959896850000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 8 -8 9 -7 20 12 -12 -13 -15 -10 19 18 -9 -16 -6 -18 23 -4 25 -24 29 -26 -29 -27
right_child=1 -3 22 -5 5 6 7 17 15 -11 11 13 -14 14 16 -17 21 -19 -20 -21 -22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=7.251987485597482 72231.256069335941 78.76753825997757 -11695.056817208904 -665.19917358030739 22148.611200588854 -98971.892643229163 -203573.75428240743 76507.857371363149 135947.5863125 24493.865367683535 -1910.5664679532028 -4127.7895195847095 -55381.647825520835 115058.42648168105 8419.1699431101497 6785.0416201636908 -17432.955592789189 -56709.795625620049 -25346.991338315216 105195.09471571181 95421.349934895843 15120.067127646527 1705.264765152021 -71466.859445440568 -9638.3730928588757 10562.935657348633 -5695.894648511483 13032.211445333916 -3364.2774481196011 -39522.190454439085
leaf_weight=4075234 40 181046 292 53325 469 24 27 29 25 63 201 854 120 29 24 21 124 63 46 36 24 829 702 61 1103 70 528 1140 1181 434
leaf_count=4075234 40 181046 292 53325 469 24 27 29 25 63 201 854 120 29 24 21 124 63 46 36 24 829 702 61 1103 70 528 1140 1181 434
internal_value=0 -121.655 -708.004 -320.517 5709.73 4825.13 -17810.3 -48584.5 20368.1 -9565.65 7314.2 3222.23 -21899.8 7475.47 16985.2 76982.1 14177.6 -18260.5 14036.9 66484.7 25715.6 10884.4 -4671.68 -22023.9 -3484.14 -10509.6 -18818.5 73.7102 4689.15 -32565.9
internal_weight=0 242930 61884 56373 3048 3008 298 165 133 87 2710 2217 321 1896 1042 46 1013 138 75 60 493 953 5511 353 5158 1734 1032 3424 2321 504
internal_count=4318164 242930 61884 56373 3048 3008 298 165 133 87 2710 2217 321 1896 1042 46 1013 138 75 60 493 953 5511 353 5158 1734 1032 3424 2321 504
is_linear=0
shrinkage=0.1


Tree=3943
num_leaves=31
num_cat=0
split_feature=1 4 5 5 3 6 5 0 3 2 1 2 5 2 5 1 0 5 5 0 5 5 5 2 5 2 3 5 5 5
split_gain=3.46728e+11 5.53765e+12 1.56441e+13 1.65467e+13 1.9371e+13 2.54849e+13 2.07079e+13 1.99176e+13 3.48228e+13 2.86972e+13 2.79688e+13 3.2164e+13 2.70851e+13 2.5699e+13 2.05682e+13 1.66722e+13 1.8683e+13 1.87123e+13 3.99076e+13 5.97578e+13 2.90122e+13 1.95911e+13 2.94796e+13 2.39932e+13 2.5965e+13 8.15332e+13 4.17349e+13 2.08289e+13 3.47253e+13 1.87165e+13
threshold=30.207352000000004 2.5000000000000004 29.050000000000004 56.005000000000003 5.5000000000000009 1.5000000000000002 118.33500000000002 59.896318000000008 23.500000000000004 12.500000000000002 30.160599000000001 18.500000000000004 61.405000000000008 6.5000000000000009 60.610000000000007 20.507360500000004 54.725565150000001 82.00500000000001 75.015000000000015 54.736324100000012 86.02500000000002 105.35000000000001 110.05000000000001 5.5000000000000009 93.00500000000001 6.5000000000000009 8.5000000000000018 94.040000000000006 91.050000000000011 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 15 12 -11 -12 14 -10 -9 16 -6 18 -18 -20 -19 23 -23 27 26 -26 -25 28 -22 -30
right_child=-2 2 3 4 7 -7 -8 9 13 10 11 -13 -14 -15 -16 -17 17 20 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-229.28007766697485 -4.0819758708151666 -86719.657890625007 13712.022962359424 28004.278965961505 -8740.9557037974027 -5835.8222682072565 -15455.80310124135 -5267.3461573934965 -93512.176700994314 880.38294558057612 90931.803545217801 -10466.213319359756 11846.456249336661 -18117.697035709891 -77683.497748940688 5214.2877886799552 -17925.260447761197 -56588.777610085235 190655.5378314394 19239.398489091982 6662.3742508561645 -102444.94763183594 -1218.7809004934211 -60203.043119812013 265108.89680059528 15869.046696428572 121224.33802083333 -31863.961393914477 169412.18792613636 37426.714285714283
leaf_weight=68175 4230377 20 1095 415 2164 5304 149 117 55 102 132 41 1555 254 59 7137 67 77 33 53 219 32 285 32 21 35 21 95 22 21
leaf_count=68175 4230377 20 1095 415 2164 5304 149 117 55 102 132 41 1555 254 59 7137 67 77 33 53 219 32 285 32 21 35 21 95 22 21
internal_value=0 196.707 1677.52 1767.75 1060.67 -3686.83 16522.8 3266.57 1540.83 12405.4 42413.4 66901.1 7638.15 -31537.4 -29543.2 2531.83 -3494.21 7714.05 39936.8 85015.4 1981.4 7741.17 -11437.2 20787.4 61852.5 109334 11683.3 8249.34 22794.2 104954
internal_weight=0 87787 19612 19592 18497 5868 564 12629 10623 2006 275 173 1731 309 176 10314 3177 1013 153 86 860 783 317 466 109 56 53 357 262 43
internal_count=4318164 87787 19612 19592 18497 5868 564 12629 10623 2006 275 173 1731 309 176 10314 3177 1013 153 86 860 783 317 466 109 56 53 357 262 43
is_linear=0
shrinkage=0.1


Tree=3944
num_leaves=31
num_cat=0
split_feature=3 0 3 5 1 1 1 1 5 1 5 5 6 1 1 5 3 0 1 0 5 5 5 5 1 1 1 5 5 5
split_gain=3.40714e+11 5.31297e+12 1.33333e+13 4.30771e+13 2.18699e+13 4.93004e+13 1.85589e+13 2.33038e+13 2.16646e+13 1.99828e+13 1.58017e+13 1.5359e+13 1.35379e+13 3.09753e+13 2.63566e+13 2.36179e+13 2.98515e+13 2.0884e+13 3.7452e+13 1.99014e+13 1.84222e+13 1.81549e+13 2.46628e+13 1.722e+13 1.71144e+13 2.34092e+13 1.85887e+13 1.70446e+13 3.03357e+13 1.70225e+13
threshold=19.500000000000004 60.042666650000008 20.500000000000004 81.910000000000011 30.323743050000001 30.332994000000003 30.434657650000002 30.370618100000005 74.010000000000005 30.451272450000005 59.810000000000009 50.805000000000007 1.5000000000000002 30.362552800000003 30.362552800000003 35.985000000000007 25.500000000000004 60.052595500000002 30.323743050000001 60.052595500000002 84.030000000000015 80.00500000000001 75.750000000000014 61.845000000000006 30.315880100000005 30.278357500000002 30.243224600000001 69.610000000000014 62.995000000000012 91.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 10 7 12 -9 -8 -6 -3 14 17 19 -16 -17 18 -14 -4 21 22 -21 -15 25 26 -19 28 -20 -25
right_child=1 2 6 -5 5 -7 9 8 -10 -11 -12 -13 13 23 15 16 -18 24 27 20 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=10.252280307873731 -142.53914548923407 -31571.292574637278 -23165.802714497779 104416.59419898987 35441.029059103261 -15717.109779139384 24213.361799631744 -8899.8969715598196 -67415.439314657182 -1347.2899650396303 132974.17238581731 -118505.77888020834 -47898.196864720398 -4079.5411193981804 -2738.7318598295815 17616.623940957506 -494.21496343635113 16989.53673217195 52800.407067587221 2233.7348416500777 -33770.880265572567 40018.661419377568 -41825.582863937263 -48960.765387344363 -2745.1115812014941 25888.746294036202 -23503.671842763477 22989.424435546876 199430.61817917597 -11930.06938233435
leaf_weight=3810546 487584 63 374 32 46 803 751 1137 67 516 26 30 38 455 1333 3180 1275 211 43 4211 149 122 131 256 3679 549 245 50 21 241
leaf_count=3810546 487584 63 374 32 46 803 751 1137 67 516 26 30 38 455 1333 3180 1275 211 43 4211 149 122 131 256 3679 549 245 50 21 241
internal_value=0 -76.961 1519.07 -9736.06 -13509.7 -8609.4 2110.39 1276.53 -12156.2 13803.5 70661.3 -59614.7 2252.98 -1647.8 4348.35 8939.19 12433.4 1597.98 38077.6 -979.845 818.886 1973.43 904.446 -18135.8 414.186 11979.4 -4766.68 66736.2 100913 -31004.2
internal_weight=0 507618 20034 1000 968 875 19034 17767 1204 1267 72 93 16563 5788 10775 5788 4455 4836 152 4987 4613 4464 4342 952 4684 1005 456 114 64 497
internal_count=4318164 507618 20034 1000 968 875 19034 17767 1204 1267 72 93 16563 5788 10775 5788 4455 4836 152 4987 4613 4464 4342 952 4684 1005 456 114 64 497
is_linear=0
shrinkage=0.1


Tree=3945
num_leaves=31
num_cat=0
split_feature=0 1 1 0 3 5 3 6 5 3 1 2 5 1 0 5 0 1 0 3 6 3 3 6 0 1 3 3 3 6
split_gain=3.64593e+11 6.68922e+12 2.56357e+13 5.56485e+13 1.89255e+13 1.54764e+13 1.54268e+13 3.46462e+13 2.41306e+13 2.60516e+13 2.08543e+13 1.65613e+13 1.50851e+13 2.31097e+13 3.42695e+13 1.90544e+13 3.10643e+13 1.43026e+13 3.80994e+13 1.16947e+14 1.64174e+14 2.15272e+14 1.1039e+14 5.16676e+13 1.04142e+14 7.69679e+13 7.85794e+13 4.54387e+13 4.49662e+13 4.16464e+13
threshold=60.035045000000004 30.362552800000003 30.346469350000003 60.042666650000008 7.5000000000000009 47.815000000000005 20.500000000000004 1.5000000000000002 35.710000000000008 25.500000000000004 30.370618100000005 2.5000000000000004 91.050000000000011 30.160599000000001 60.052595500000002 98.020000000000024 60.693675950000006 30.278357500000002 60.042666650000008 24.500000000000004 1.5000000000000002 11.500000000000002 12.500000000000002 1.5000000000000002 60.063729500000008 30.332994000000003 16.500000000000004 5.5000000000000009 10.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 5 -5 -4 -3 8 -8 11 -9 -10 17 14 -14 16 -16 -2 19 20 21 -19 -23 24 25 28 -27 -25 -20 -21
right_child=1 6 3 4 -6 -7 7 10 9 -11 -12 -13 13 -15 15 -17 -18 18 23 29 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=4.9066230654841174 372.85448429460729 -194.27045881847974 -25728.465298179821 -92040.266796875003 -2645.4789145062932 -62974.194006696431 -2959.7762355329555 -16181.049869633884 45911.585601034931 -613.99910643219675 709.73202740830561 14327.034559057194 -97711.318549923788 18619.487017271727 103679.23179687501 -14919.413791329522 -24363.972786458336 -125429.58388020835 -149683.92778764205 -186653.939453125 -29843.468892171113 379580.48011363641 115214.2585610526 -35874.961376328676 3513.0884019480459 104680.35979352679 -25044.154108686889 3734.820390578172 -54585.309185343271 -18546.697812499999
leaf_weight=4198450 22074 73886 238 24 1789 210 1470 986 174 1303 2826 3617 41 898 40 224 36 30 55 56 733 22 56 303 1192 56 281 6556 518 20
leaf_count=4198450 22074 73886 238 24 1789 210 1470 986 174 1303 2826 3617 41 898 40 224 36 30 55 56 733 22 56 303 1192 56 281 6556 518 20
internal_value=0 -172.079 -1324.5 -11627.5 -3828.86 -43187.4 312.785 3923.46 8327.02 11584.1 -3659.18 15776.7 -622.652 10203.6 -11959.1 -239.608 43027.2 -1042.46 -4205.21 -23619.3 -12883.9 102221 189779 -2218.52 -15935.1 -41410 -3487.56 1985.04 -63713.4 -142415
internal_weight=0 119714 35452 2261 1813 448 84262 10376 6564 5094 3812 3791 33191 1239 341 300 76 31952 9878 917 841 108 78 8961 2102 910 337 6859 573 76
internal_count=4318164 119714 35452 2261 1813 448 84262 10376 6564 5094 3812 3791 33191 1239 341 300 76 31952 9878 917 841 108 78 8961 2102 910 337 6859 573 76
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=31
num_cat=0
split_feature=5 0 0 2 3 1 1 5 5 0 3 3 3 5 4 5 2 0 2 1 2 3 1 1 2 3 5 5 1 1
split_gain=3.57355e+11 2.71439e+12 2.40867e+13 1.13441e+13 1.01306e+13 1.39853e+13 9.70011e+12 1.54726e+13 2.18482e+13 2.19266e+13 2.22424e+13 2.19654e+13 2.09123e+13 1.81004e+13 2.58272e+13 1.75333e+13 2.19577e+13 2.34374e+13 2.19668e+13 1.70934e+13 4.58761e+13 1.52359e+13 1.78852e+13 2.39556e+13 2.3467e+13 1.57139e+13 1.49561e+13 2.85884e+13 5.55989e+13 2.16889e+13
threshold=87.395000000000024 53.719078300000007 53.516665650000007 3.5000000000000004 8.5000000000000018 49.323301500000007 38.096381250000007 116.06000000000002 114.05000000000001 44.678200800000006 5.5000000000000009 15.500000000000002 12.500000000000002 92.035000000000011 2.5000000000000004 120.05000000000001 15.500000000000002 51.717367500000009 12.500000000000002 36.585378200000001 5.5000000000000009 11.500000000000002 37.314272700000011 37.328003200000005 3.5000000000000004 6.5000000000000009 92.035000000000011 91.050000000000011 37.777459000000007 38.058342000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 8 12 10 -10 19 13 21 -15 16 17 18 -9 -11 -21 22 25 24 -24 -2 27 -14 -29 -28
right_child=1 -3 3 4 5 -7 -8 15 9 11 -12 -13 26 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=7.0236839803808992 -40312.735425967265 102.95017192762657 -4624.5836061314176 -59962.213893054781 -75519.204214638157 -7692.8007221422704 -909.72051539362462 -16623.713808868837 39481.791329823376 -16604.035567143277 -99590.963383152179 113947.01791115786 -5279.1713812661174 -21871.891973666487 7139.980306595231 -410.23371861708904 74267.582166637076 -131179.29507998514 -119598.03551136365 10355.291284722223 136926.36125023253 57154.015268342395 116161.98661545974 17059.031662465291 20693.381372549022 8001.2719694874631 -971.99687290500958 -13899.633500591079 -141272.3097895408 48814.392844842077
leaf_weight=4075234 84 169145 210 105 38 152 64086 355 23 53 23 39 640 348 2595 1903 22 21 22 90 42 92 52 664 51 339 1480 114 49 93
leaf_count=4075234 84 169145 210 105 38 152 64086 355 23 53 23 39 640 348 2595 1903 22 21 22 90 42 92 52 664 51 339 1480 114 49 93
internal_value=0 -117.825 -623.93 -22388.6 -35034.1 -21258.1 -473.941 2563.62 4948.92 32830.7 -30054.6 45744.7 3808.48 8029.38 3709.42 -4491.66 -22984.4 -28360.2 -22632.8 31366.9 50627.9 17946.4 14915.2 24019.5 68891.1 -1593 -3697.13 -14801.5 -52189.6 1971.51
internal_weight=0 242930 73785 505 295 190 73280 9194 6871 270 46 224 6601 4225 2943 2323 420 398 377 185 132 1282 1190 767 103 423 2376 803 163 1573
internal_count=4318164 242930 73785 505 295 190 73280 9194 6871 270 46 224 6601 4225 2943 2323 420 398 377 185 132 1282 1190 767 103 423 2376 803 163 1573
is_linear=0
shrinkage=0.1


Tree=3947
num_leaves=31
num_cat=0
split_feature=5 0 0 2 0 0 3 2 3 1 0 5 1 5 2 1 2 0 5 2 5 4 3 5 1 3 2 5 2 3
split_gain=3.96961e+11 5.90227e+12 2.30918e+13 2.23059e+13 1.99863e+13 2.57959e+13 2.3769e+13 2.41729e+13 2.0418e+13 1.91136e+13 1.53135e+13 3.19279e+13 3.39474e+13 1.53509e+13 1.42498e+13 3.92915e+13 1.11882e+13 1.03716e+13 1.82744e+13 1.86407e+13 1.02828e+13 1.41814e+13 1.01447e+13 1.0569e+13 3.00647e+13 1.00493e+13 9.86842e+12 7.96366e+12 2.20383e+13 3.75998e+13
threshold=125.85000000000001 59.916647550000008 59.904813200000007 7.5000000000000009 59.896318000000008 59.846652800000008 6.5000000000000009 3.5000000000000004 12.500000000000002 30.315880100000005 59.820733200000006 137.05000000000004 30.332994000000003 177.02500000000003 2.5000000000000004 30.323743050000001 8.5000000000000018 59.863160500000006 137.05000000000004 5.5000000000000009 132.05000000000004 4.5000000000000009 23.500000000000004 142.05000000000004 30.362552800000003 5.5000000000000009 2.5000000000000004 137.05000000000004 2.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 10 7 26 -6 25 -2 -12 13 -13 -11 -16 -10 20 19 -19 -8 -22 27 24 -24 -4 -7 -3 29 -29
right_child=1 22 3 -5 8 6 17 -9 16 14 11 12 -14 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.9208482729639478 458.6119053255976 -10802.39611021195 27549.953035481769 105426.61606841216 -109313.78400268556 55493.576796875001 42137.270889136911 122739.50597388859 34775.919039601293 -77235.259375000009 -136532.539953125 99388.299281250002 -91888.557590247845 -13813.729619565216 -90146.843885869574 74650.081580528858 -43590.647696109692 -65531.667755681825 101500.19680989585 60679.723687499994 -2671.6387331495098 -92212.52199218751 131361.26226851853 -5896.7592505151106 7856.0184182363009 110080.02396875001 -12588.466571969699 10822.051907003979 -7304.6622290934192 136567.80690625001
leaf_weight=4278458 35432 1357 36 37 32 60 42 42 29 24 25 25 29 23 23 39 49 22 30 25 153 20 27 91 73 25 33 487 1391 25
leaf_count=4278458 35432 1357 36 37 32 60 42 42 29 24 25 25 29 23 23 39 49 22 30 25 153 20 27 91 73 25 33 487 1391 25
internal_value=0 314.731 690.889 36026.7 510.639 640.826 25073.3 59772.3 -42049.8 18558.7 347.229 -38344 -6464.63 45145.7 -11810.1 13515.7 -14454.4 9031.02 40523.4 1602.05 -2247.65 -13023.2 -3637.05 18762.5 41202.4 61373.8 31335.4 -4949.42 -775.749 16962
internal_weight=0 39706 36255 184 36071 35961 427 135 110 147 35534 102 77 48 86 62 78 292 77 47 215 173 3451 191 100 61 93 3260 1903 512
internal_count=4318164 39706 36255 184 36071 35961 427 135 110 147 35534 102 77 48 86 62 78 292 77 47 215 173 3451 191 100 61 93 3260 1903 512
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=31
num_cat=0
split_feature=3 0 0 1 5 2 2 5 1 6 2 1 1 0 0 3 5 0 5 0 5 5 2 5 3 1 5 5 4 5
split_gain=3.57825e+11 7.8099e+12 1.08563e+13 3.04687e+13 2.74555e+13 1.74341e+13 2.86029e+13 1.22252e+13 1.08367e+13 2.74744e+13 2.40125e+13 3.44705e+13 2.25792e+13 1.002e+14 2.94215e+13 2.71699e+13 2.41313e+13 2.22517e+13 2.24693e+13 2.06144e+13 3.30443e+13 1.75702e+13 8.40084e+13 2.77431e+13 2.40492e+13 1.9747e+13 2.15643e+13 1.45707e+13 3.54316e+13 1.40609e+13
threshold=21.500000000000004 45.022371150000005 45.029420750000007 38.950530550000003 93.00500000000001 8.5000000000000018 11.500000000000002 88.015000000000015 39.047276750000002 1.5000000000000002 10.500000000000002 37.712318250000003 39.071052600000009 45.005863250000004 45.013473000000012 23.500000000000004 74.610000000000014 45.005863250000004 47.815000000000005 45.005863250000004 83.010000000000005 118.33500000000002 13.500000000000002 109.05000000000001 23.500000000000004 39.041623000000008 70.50500000000001 59.510000000000012 1.5000000000000002 47.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 -7 -8 9 19 11 -11 13 -10 15 16 -15 -14 -19 -2 -21 23 -23 25 -24 -12 -27 -13 -29 -17
right_child=1 2 -4 -5 -6 6 7 -9 12 10 21 27 17 14 -16 29 -18 18 -20 20 -22 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=9.5803873573268241 11303.900101233725 -54718.923805296276 -68.55397592187947 7712.5454430650998 -115826.96350806451 68698.696268284577 -8343.4867881944447 -93077.508891369056 -14448.177371725149 30748.156634041436 -10846.060847398654 -22863.951332006724 295.8952300415998 45660.520826003725 5017.1291952673419 16234.636964285715 -35103.707142857143 -2896.8724914136947 -26241.803231073329 -7551.4974889755249 -115334.27064208985 189652.40703125001 -110254.36263020833 -112971.19975000001 17267.59168359375 680.73527343750004 125328.31964164402 -167829.79010009766 -41651.140549523843 84473.35418590199
leaf_weight=3887566 878 77 416456 3567 31 47 90 21 725 89 635 428 4457 151 173 35 49 931 740 256 32 26 21 25 50 35 23 24 306 220
leaf_count=3887566 878 77 416456 3567 31 47 90 21 725 89 635 428 4457 151 173 35 49 931 740 256 32 26 21 25 50 35 23 24 306 220
internal_value=0 -86.4946 -19.7953 5277.84 -27371 -15702.4 3312.01 -24374.2 -2805.77 -8079.05 -16334.8 -28125.6 -812.335 10879.6 40119.4 53465.9 25873.3 -3393.79 -13235.1 3688.63 -19527.4 -4081.17 35866 -9477.93 -20450.2 -5744.4 50109.9 -35038.2 -50827.8 75107.3
internal_weight=0 430598 420289 3833 266 235 158 111 10309 2828 1662 847 7481 1353 628 455 200 6128 1671 1166 288 815 97 718 71 693 58 758 330 255
internal_count=4318164 430598 420289 3833 266 235 158 111 10309 2828 1662 847 7481 1353 628 455 200 6128 1671 1166 288 815 97 718 71 693 58 758 330 255
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=31
num_cat=0
split_feature=4 3 2 5 2 0 5 4 3 2 4 3 2 4 4 0 0 2 0 3 1 0 1 1 0 0 0 1 4 1
split_gain=3.45854e+11 2.52894e+12 4.49383e+12 4.17787e+12 2.62127e+12 1.74082e+12 3.90443e+11 1.304e+12 3.10553e+12 6.02334e+12 1.99823e+13 5.7438e+12 1.03201e+13 1.07312e+13 6.59171e+12 3.82754e+12 8.8796e+12 5.06472e+12 3.74997e+12 5.8146e+12 1.01734e+13 8.02597e+12 7.12273e+12 1.05478e+13 9.04505e+12 1.29656e+13 6.04851e+12 5.91596e+12 5.22648e+12 6.11559e+12
threshold=8.5000000000000018 6.5000000000000009 9.5000000000000018 94.040000000000006 2.5000000000000004 55.601678500000013 225.45000000000002 3.5000000000000004 14.500000000000002 9.5000000000000018 2.5000000000000004 17.500000000000004 4.5000000000000009 2.5000000000000004 2.5000000000000004 45.084117700000007 55.812836050000008 11.500000000000002 55.975961550000008 8.5000000000000018 82.940215400000014 55.755036050000008 49.177301950000007 37.582182450000005 43.514103700000014 43.056445700000005 55.68356880000001 47.981192400000005 1.0000000180025095e-35 37.417247200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 5 -2 -3 -1 8 9 18 -11 12 -10 -14 15 -13 -17 -18 19 21 22 26 23 -21 25 -25 28 -23 -8 -30
right_child=1 2 -4 -5 -6 -7 7 -9 11 10 -12 14 13 -15 -16 16 17 -19 -20 20 -22 27 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-1.1075206969944782 1105.2567082331732 -15684.387997159092 36256.597135416669 -53927.017075892858 46935.13685506185 21146.078311011908 -38563.082331730773 -725.62724187164451 33289.811465992643 -13155.400424107145 103900.7403125 -41258.781621093753 -14407.39358301527 -78212.187488162876 51314.774986979173 48454.956262207037 11605.834937500002 -53416.809222146745 10621.439140679036 38045.894726562503 -73860.817903645846 -5960.8897094726562 20940.059712177434 -31699.229181985298 -38655.808950083498 63167.204874999996 52825.332561383933 -74267.981491815473 -42567.897417195636 8768.2724056401712
leaf_weight=4313776 26 33 21 21 24 21 26 2206 34 35 25 20 131 33 30 32 25 23 497 32 24 32 73 34 131 25 28 21 24 701
leaf_count=4313776 26 33 21 21 24 21 26 2206 34 35 25 20 131 33 30 32 25 23 497 32 24 32 73 34 131 25 28 21 24 701
internal_value=0 4867.01 -4631.21 -16079.8 23103.6 -1361.43 -0.164561 958.751 2783.77 4495.25 35618 -6128.45 -16851.1 -27246.2 10203 -2130.58 7651.47 -19550.8 3362.14 227.586 -11251 4628.63 -6157.33 -15067.7 -24013.2 8498.41 7190.5 -33026 5489.07 7068.87
internal_weight=0 146 96 75 50 54 4.31802e+06 4242 2036 1708 60 328 198 164 130 100 80 48 1648 1151 319 832 295 222 190 59 779 53 751 725
internal_count=4318164 146 96 75 50 54 4318018 4242 2036 1708 60 328 198 164 130 100 80 48 1648 1151 319 832 295 222 190 59 779 53 751 725
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=31
num_cat=0
split_feature=4 0 3 3 3 5 0 1 5 5 2 1 1 2 3 5 3 0 1 3 1 3 1 2 1 5 0 5 5 5
split_gain=3.46204e+11 2.21436e+12 1.07919e+13 1.06856e+13 1.28182e+13 2.60871e+13 7.52232e+12 1.35646e+13 1.72333e+13 1.00795e+13 1.4546e+13 1.11173e+13 1.00493e+13 1.06382e+13 1.62851e+13 9.93762e+12 6.18868e+12 5.79988e+12 1.79436e+13 1.69151e+13 1.85751e+13 1.4406e+13 1.12363e+13 1.27895e+13 9.4612e+12 1.87438e+13 9.06187e+12 1.1565e+13 6.27364e+12 4.39926e+12
threshold=4.5000000000000009 59.990816400000007 17.500000000000004 4.5000000000000009 2.5000000000000004 177.02500000000003 60.035045000000004 30.243224600000001 123.15000000000002 102.01000000000001 2.5000000000000004 39.787929450000007 30.332994000000003 4.5000000000000009 8.5000000000000018 101.05000000000001 8.5000000000000018 59.950068600000009 30.362552800000003 6.5000000000000009 30.323743050000001 11.500000000000002 30.323743050000001 5.5000000000000009 30.305955500000003 137.05000000000004 59.963407450000012 120.05000000000001 150.04500000000004 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 -3 29 7 -5 15 16 11 -11 -12 -14 -15 -9 -8 -2 19 22 21 -21 23 24 26 -26 27 -19 -29 -6
right_child=1 2 -4 6 5 -7 9 8 -10 10 12 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.6362477859732114 582.72439834723457 -36966.910119047621 56167.740167682932 84976.08097826087 71487.72686298078 -21250.677200520833 -8808.5035844282665 3230.4894935344828 53484.244107142862 -123159.92929156761 -51211.4732370477 -32592.536470170453 59847.221012931041 -75021.500140625008 32696.249243164064 -82803.321593750006 48479.170413115527 71856.048473011368 -94075.564562500003 42549.296448863635 -126719.07372159092 -74715.997148437498 46186.654171580187 -75708.961073369574 -87326.773033405188 18831.021264022434 81712.630820312508 -31330.951734375001 28487.949479166669 133870.8721875
leaf_weight=4303792 13513 21 41 23 26 30 44 29 35 23 38 33 29 25 32 25 33 22 25 22 22 20 53 23 29 39 20 50 27 20
leaf_count=4303792 13513 21 41 23 26 30 44 29 35 23 38 33 29 25 32 25 33 22 25 22 22 20 53 23 29 39 20 50 27 20
internal_value=0 489.986 6981.13 2653.55 32188.4 51297.1 -5110.35 16517.9 -1173.6 -14535.9 -27488.6 -69789.9 -8384.87 10538.5 -14548.4 -36600 15743.4 252.625 -12419.6 -6176.83 -52282.1 -13291.3 5042.71 -5341.24 3313.62 -26442.2 20316.9 7913.74 -10355.5 98610.8
internal_weight=0 14372 507 466 97 76 369 112 89 257 180 56 124 86 57 54 77 13865 352 327 64 42 263 210 187 68 119 99 77 46
internal_count=4318164 14372 507 466 97 76 369 112 89 257 180 56 124 86 57 54 77 13865 352 327 64 42 263 210 187 68 119 99 77 46
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=31
num_cat=0
split_feature=5 1 1 5 4 5 1 3 4 0 2 6 3 3 2 0 0 3 3 3 1 5 3 4 5 0 0 2 4 5
split_gain=3.40517e+11 2.59183e+12 7.99639e+12 2.22388e+13 4.26473e+13 2.26046e+13 1.95406e+13 1.98699e+13 1.86481e+13 2.1248e+13 2.27515e+13 7.29329e+13 1.47615e+13 1.48234e+13 1.43927e+13 1.55993e+13 1.76794e+13 2.50422e+13 2.21864e+13 3.50113e+13 2.08242e+13 1.40226e+13 1.30726e+13 1.24941e+13 2.29985e+13 3.00903e+13 2.97339e+13 3.21146e+13 2.69481e+13 2.23297e+13
threshold=87.395000000000024 82.837870700000011 65.565203050000022 91.050000000000011 2.5000000000000004 95.020000000000024 65.58467570000002 15.500000000000002 3.5000000000000004 60.693675950000006 8.5000000000000018 1.5000000000000002 14.500000000000002 13.500000000000002 2.5000000000000004 60.693675950000006 57.178027650000011 8.5000000000000018 6.5000000000000009 8.5000000000000018 65.610478850000007 99.555000000000021 10.500000000000002 3.5000000000000004 118.33500000000002 57.117834900000013 57.147575200000006 8.5000000000000018 4.5000000000000009 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 12 -8 9 10 -5 -12 13 22 15 16 18 -18 20 -20 -7 -21 -6 -16 29 28 -27 -28 -26 -25
right_child=1 -3 3 5 6 14 7 -9 -10 -11 11 -13 -14 -15 23 -17 17 -19 19 21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=6.8562054264147978 -154.33999541007179 602.32893895081986 -63521.827440661917 -4731.7800882591391 -22950.830761718753 -86650.766250000001 -5228.784404879043 54757.583701171883 60274.08165128684 103886.77453387716 173159.2867919922 9110.4087987177791 -69783.658750000002 16926.008148925783 -1738.012021158678 52384.157387093321 5550.9775819359756 -117133.57360491071 155678.10061383931 -28581.99406419837 493.83757102272733 33284.293096788191 -109876.03835227274 -26390.414559232271 -11988.476357339812 51457.454952473956 21855.982197377874 -82201.189409722225 -85767.135641818575 -100327.48204371677
leaf_weight=4075234 195329 41718 164 530 81 30 693 60 79 23 32 177 75 75 1844 73 41 28 21 46 319 180 22 312 595 150 87 45 54 47
leaf_count=4075234 195329 41718 164 530 81 30 693 60 79 23 32 177 75 75 1844 73 41 28 21 46 319 180 22 312 595 150 87 45 54 47
internal_value=0 -115.015 -263.745 -3896.23 -16236.1 -832.854 -8527.54 -448.994 14027.2 9232.54 6286.6 34227.9 -32571.6 -16892.4 -4060.46 8503.45 3686.47 -44234.1 9234.32 32168.6 -6997.1 20692 -41517.4 -7019.03 -14568 -6276.62 20996.6 -13618.1 -18127.2 -36070.2
internal_weight=0 242930 201212 5883 1170 4713 1006 753 841 762 739 209 253 178 3872 738 665 69 596 247 349 226 103 3134 1290 931 282 132 649 359
internal_count=4318164 242930 201212 5883 1170 4713 1006 753 841 762 739 209 253 178 3872 738 665 69 596 247 349 226 103 3134 1290 931 282 132 649 359
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=31
num_cat=0
split_feature=1 0 3 5 5 0 1 0 0 3 3 1 5 4 5 5 2 6 0 0 0 2 1 3 5 1 1 2 1 5
split_gain=3.35918e+11 2.15549e+12 7.44148e+12 8.64883e+12 8.3075e+12 1.20751e+13 2.4718e+13 1.69426e+13 3.17586e+13 5.52831e+13 1.24292e+13 2.79847e+13 4.34913e+13 1.63702e+13 1.65706e+13 1.14192e+13 1.23669e+13 1.09479e+13 1.22346e+13 1.47252e+13 2.05736e+13 4.07835e+13 2.03245e+13 1.75707e+13 1.64529e+13 1.35217e+13 1.8057e+13 3.18373e+13 1.68399e+13 1.65285e+13
threshold=83.000022850000008 55.012873400000011 9.5000000000000018 225.45000000000002 72.010000000000005 54.959412650000012 83.140147550000009 54.986619450000006 54.978840000000005 1.5000000000000002 7.5000000000000009 83.011163250000024 46.810000000000009 2.5000000000000004 61.020000000000003 44.605000000000011 4.5000000000000009 1.5000000000000002 54.811549550000009 53.340367100000002 53.242949050000007 4.5000000000000009 83.691301500000009 6.5000000000000009 107.05000000000001 91.398302750000013 83.093115700000013 1.5000000000000002 91.910414550000013 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 10 8 -8 -10 11 12 -7 15 -15 16 -13 -6 19 20 -19 22 -22 25 -23 26 27 29 -27 -21
right_child=1 -3 3 -5 17 6 7 -9 9 -11 -12 13 -14 14 -16 -17 -18 18 -20 23 21 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=10.491252448452997 -246.23357983783427 -227.12962694749581 1025.4699746644885 57634.391261574085 -10060.799187836661 8917.4408831611618 -31520.886585582386 -60002.772626363825 -82796.124320652176 106408.74424867023 -8195.8022611767828 1796.0467755008319 82206.101904296884 -18511.981770151349 24618.026628590596 11446.209274370456 -15379.90478494687 2931.2078344030183 10022.617881317368 100599.05357044957 -5829.176607711227 13083.216454112597 62259.72091352602 -9118.5541779762043 -39050.323658288042 23988.8453051018 -6452.9365827168513 3730.1645154426074 -47217.162631903753 20496.425880984043
leaf_weight=3782924 109430 338517 66612 27 694 626 264 116 23 47 2776 1492 93 889 99 739 583 4906 1991 57 54 177 233 2217 92 429 1460 514 36 47
leaf_count=3782924 109430 338517 66612 27 694 626 264 116 23 47 2776 1492 93 889 99 739 583 4906 1991 57 54 177 233 2217 92 429 1460 514 36 47
internal_value=0 -74.1492 189.097 1048.41 -251.108 -516.333 -4331.61 -27077.6 -15642.6 44241.4 -2928.88 305.128 18397.1 -3116.25 -14190.3 771.843 -3029.77 2156.76 2851.01 1454.16 4997.32 23228.1 49448.6 -2611.54 -4746.84 3061.3 -388.116 13939.8 18476.1 64398.8
internal_weight=0 535240 196723 66639 130084 117177 7747 450 334 70 7297 4521 719 3802 988 2814 2075 12907 12213 10222 5462 556 287 4760 269 2543 2078 618 465 104
internal_count=4318164 535240 196723 66639 130084 117177 7747 450 334 70 7297 4521 719 3802 988 2814 2075 12907 12213 10222 5462 556 287 4760 269 2543 2078 618 465 104
is_linear=0
shrinkage=0.1


Tree=3953
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 3 0 0 0 3 0 3 5 3 3 5 3 5 5 2 5 2 0 4 4 5 5 2 2 3
split_gain=3.42146e+11 2.44462e+12 8.73178e+12 2.03889e+13 1.11623e+13 1.90079e+13 1.01785e+13 6.2378e+12 8.31098e+12 1.00769e+13 6.05821e+12 6.12817e+12 6.35525e+12 5.73752e+12 5.7355e+12 6.02211e+12 8.39765e+12 8.55025e+12 7.75731e+12 7.69808e+12 6.04382e+12 5.45616e+12 5.21744e+12 9.67165e+12 6.47634e+12 4.61522e+12 4.55836e+12 4.4515e+12 4.0738e+12 3.91038e+12
threshold=86.067573200000012 84.920232800000022 56.367862600000002 12.500000000000002 89.00500000000001 6.5000000000000009 55.727011600000004 52.056565900000003 52.485928400000006 3.5000000000000004 56.054485600000007 5.5000000000000009 52.405000000000008 3.5000000000000004 3.5000000000000004 38.210000000000008 13.500000000000002 89.00500000000001 88.015000000000015 3.5000000000000004 105.35000000000001 5.5000000000000009 53.719078300000007 3.5000000000000004 4.5000000000000009 33.395000000000003 118.33500000000002 10.500000000000002 8.5000000000000018 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 22 7 -3 9 -9 13 -12 -13 -8 -4 29 18 -18 -17 -20 -21 -5 23 26 -25 -10 -6 -23 -19 -16
right_child=-2 2 14 21 5 -7 10 8 25 -11 11 12 -14 -15 15 16 17 28 19 20 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.2183907609005178 138.92300016717206 5252.7383175076711 -25296.340718587242 67907.765005716457 49930.285217927631 -88357.827624198719 -12771.116414062501 -5624.9940910680971 2212.701100503913 -44216.039813112751 -5563.4381036841887 -12790.712496632543 -57818.253084143813 -61435.799854554527 -6713.0442943988819 11574.113039208998 2137.0184706934242 -75712.576136363641 84835.432112068971 52218.599645996095 -10811.30692349138 3050.98035447141 -34840.06358681956 -55352.499871651788 13887.482796963779 -2999.8109499600455 -6474.1858610733698 49780.552320692281 -13353.72107788086 22104.848673349057
leaf_weight=4133765 170290 1226 60 41 38 39 50 201 2210 102 617 87 49 47 422 867 302 22 29 32 29 47 62 35 22 7341 23 36 20 53
leaf_count=4133765 170290 1226 60 41 38 39 50 201 2210 102 617 87 49 47 422 867 302 22 29 32 29 47 62 35 22 7341 23 36 20 53
internal_value=0 -5.70345 -1319.77 -2281.97 -2693.75 -25065.8 -2283.06 -1474.04 -2310.96 -18616 -12828.9 -9798.84 -29013.9 -36350.9 5112.17 6139.49 9658.02 -3742.36 14474.9 42418.8 22253.6 38062.2 -11352.5 988.404 -28628.3 -1793.69 28663 23319.2 -46017.9 -3497.57
internal_weight=0 4.14787e+06 14109 12273 12149 219 11930 11080 9854 303 850 753 136 97 1836 1776 1301 344 957 90 61 124 180 118 57 9551 61 83 42 475
internal_count=4318164 4147874 14109 12273 12149 219 11930 11080 9854 303 850 753 136 97 1836 1776 1301 344 957 90 61 124 180 118 57 9551 61 83 42 475
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=31
num_cat=0
split_feature=3 3 5 5 4 6 0 1 1 1 5 5 0 3 1 1 0 5 5 5 1 1 0 0 1 1 1 0 0 5
split_gain=3.29173e+11 3.23132e+12 1.18435e+13 3.8933e+13 2.26617e+13 6.87399e+13 3.45277e+13 4.08468e+13 5.95337e+13 5.13617e+13 5.11325e+13 4.90164e+13 4.01388e+13 3.29715e+13 7.46747e+13 3.07723e+13 3.18854e+13 2.87817e+13 2.79849e+13 4.3623e+13 5.77886e+13 6.85918e+13 5.81284e+13 1.38543e+14 3.78674e+13 3.41981e+13 3.21177e+13 1.09127e+14 3.72736e+13 3.05386e+13
threshold=10.500000000000002 14.500000000000002 86.02500000000002 79.010000000000005 2.5000000000000004 1.5000000000000002 60.035045000000004 30.468306550000005 37.39371280000001 30.207352000000004 53.385000000000012 76.730000000000018 60.003414000000006 12.500000000000002 30.346469350000003 37.362912300000012 55.801980100000009 73.010000000000005 66.040000000000006 73.405000000000015 37.487839250000007 37.417247200000006 55.645049100000001 55.719391050000006 37.457850350000008 37.582182450000005 37.597123000000003 55.885524800000006 55.86787755000001 63.455000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 15 12 -10 -11 -7 -13 -15 -9 -17 -18 25 20 21 -20 -23 -24 -25 29 27 28 -27 -12
right_child=1 -3 -4 -5 5 6 -8 8 10 11 18 13 -14 14 -16 16 17 -19 19 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=21.495813024642718 59.156819460964783 34.980973750901839 1529.4061906207708 -5520.5055190697694 5526.5834287235848 29153.129729421555 16137.301833755817 8413.1151838588212 35836.217974875552 -31257.058949768732 -9653.3726168987323 -3769.8397519386426 -68376.137755102041 -8784.7190885416676 237082.99940476191 -6612.3266673018297 147033.75091145834 4250.4807812500003 -41740.275456891744 -10589.137140144943 399.92003992245469 3811.0194247159088 286239.74877533782 -40902.534098447606 110830.23889545642 15799.137124284352 -10908.269139534052 125069.21436181007 -75898.915992304101 -43909.344439005334
leaf_weight=2688514 250500 1303445 31398 14753 7333 304 705 1910 277 1663 465 118 49 30 21 41 48 20 56 4958 4630 55 37 29 38 131 5901 77 67 591
leaf_count=2688514 250500 1303445 31398 14753 7333 304 705 1910 277 1663 465 118 49 30 21 41 48 20 56 4958 4630 55 37 29 38 131 5901 77 67 591
internal_value=0 -35.4627 -316.94 -513.583 -249.823 -2868.74 -5639.22 -6352.75 -4887.89 -19312.6 -6783.07 -26042.6 15615.1 25268.4 92454.9 11362.3 63041.5 105039 -7476.08 -3994.79 2753.36 53434.4 86955 130925 45154.9 -12195 -9351.51 24053.8 -15230 -28825
internal_weight=0 1.62965e+06 326205 294807 280054 29554 22221 21516 19331 2185 17312 1832 353 169 51 2019 109 68 17035 9803 4845 215 159 104 67 7232 6176 275 198 1056
internal_count=4318164 1629650 326205 294807 280054 29554 22221 21516 19331 2185 17312 1832 353 169 51 2019 109 68 17035 9803 4845 215 159 104 67 7232 6176 275 198 1056
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=31
num_cat=0
split_feature=5 6 0 0 0 0 5 0 3 0 0 0 0 0 3 3 3 5 3 3 3 3 3 2 5 1 2 5 2 1
split_gain=4.5488e+11 2.5134e+12 9.37995e+12 1.55742e+13 2.88459e+13 1.34152e+13 1.34596e+13 1.13649e+13 2.09852e+13 5.79221e+13 3.29386e+13 4.03626e+13 2.29093e+13 1.70491e+13 3.59587e+13 3.46975e+13 2.69461e+13 2.60074e+13 4.78082e+13 1.73017e+13 1.29166e+13 1.04909e+13 1.01159e+13 9.70175e+12 1.25171e+13 1.01574e+13 9.47849e+12 1.57712e+13 9.27325e+12 1.81298e+13
threshold=87.395000000000024 1.5000000000000002 45.087005000000012 51.636650050000007 47.297889100000013 45.112033650000008 110.05000000000001 45.022371150000005 15.500000000000002 45.029420750000007 45.053747000000008 45.059881250000011 45.084117700000007 45.005863250000004 15.500000000000002 16.500000000000004 22.500000000000004 98.020000000000024 21.500000000000004 24.500000000000004 24.500000000000004 16.500000000000004 22.500000000000004 13.500000000000002 98.020000000000024 78.608766650000021 14.500000000000002 128.92000000000004 11.500000000000002 41.900971000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 21 13 9 -9 -11 -12 -13 16 -15 -16 26 22 -19 -20 -18 -4 -17 25 -25 -6 28 -28 -2 -30
right_child=1 -3 3 -5 23 -7 -8 8 -10 10 11 12 -14 14 15 17 20 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=7.924337614640887 248.59253484804464 55.121528931919229 8964.4321860455457 -832.56830310289524 -40695.771921368272 1478.5016675837592 -95184.624218750003 187696.58089488637 4100.9911883747409 -453.94210937500003 141267.53721838663 -25601.42840909091 94275.134781250003 62958.496247944087 -158719.26130264948 -127249.926421875 67651.766180214181 76671.823006184903 -125476.79456521739 -14442.903287760417 -6427.5084381103516 -35179.332505580358 -46907.676692708337 -23172.150439328565 48033.935369318184 17870.745507812502 -37462.122405412461 32836.176745903205 47759.540085889479 -4229.0401091914855
leaf_weight=4075234 5782 181046 94 51124 397 1300 24 22 1688 240 43 44 25 38 23 25 89 48 23 36 32 126 42 98 33 32 144 41 122 149
leaf_count=4075234 5782 181046 94 51124 397 1300 24 22 1688 240 43 44 25 38 23 25 89 48 23 36 32 126 42 98 33 32 144 41 122 149
internal_value=0 -132.934 -683.102 -1179.58 -9611.42 -2559.79 -24075.3 2369.87 8849.55 30281.5 20443.1 65222.5 17832.1 343.617 -26107 -43287.2 1321.11 -28028.9 2563.89 -57727.3 48060.6 -16317.9 -76886.1 -29053.8 -5234.74 -36327.2 414.498 -21882.5 1095.97 19175.4
internal_weight=0 242930 61884 53228 2104 1544 244 8656 2062 374 352 112 69 6594 235 197 6359 174 107 59 121 220 67 560 131 429 6238 185 6053 271
internal_count=4318164 242930 61884 53228 2104 1544 244 8656 2062 374 352 112 69 6594 235 197 6359 174 107 59 121 220 67 560 131 429 6238 185 6053 271
is_linear=0
shrinkage=0.1


Tree=3956
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 4 3 3 0 0 6 1 1 0 2 3 1 0 0 0 3 2 3 2 3 0 0 3 4 2
split_gain=4.16808e+11 3.91846e+12 1.80855e+13 1.92907e+13 1.39948e+13 1.5697e+13 1.3434e+13 2.88719e+13 2.52838e+13 2.01613e+13 2.05713e+13 1.92839e+13 3.29822e+13 1.50754e+13 1.49521e+13 1.48399e+13 1.34138e+13 1.21793e+13 2.14144e+13 1.6827e+13 2.40754e+13 1.3121e+13 1.0853e+13 1.06918e+13 1.96887e+13 1.47039e+13 2.78848e+13 2.23824e+13 2.17021e+13 1.65378e+13
threshold=98.020000000000024 99.555000000000021 59.932719750000011 59.939091550000008 59.896318000000008 2.5000000000000004 5.5000000000000009 6.5000000000000009 60.063729500000008 60.017447350000005 1.5000000000000002 30.332994000000003 30.243224600000001 59.963407450000012 2.5000000000000004 9.5000000000000018 30.388336800000001 43.592450450000008 43.056445700000005 44.874285750000006 10.500000000000002 3.5000000000000004 4.5000000000000009 2.5000000000000004 8.5000000000000018 55.046835900000012 55.002082750000007 10.500000000000002 2.5000000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 17 -6 8 -8 13 10 14 12 -12 -5 -9 -11 22 18 -2 20 21 -19 -7 -21 -25 26 28 -27 -26 -28
right_child=1 -3 3 6 5 16 7 9 -10 15 11 -13 -14 -15 -16 -17 -18 19 -20 23 -22 -23 -24 24 25 27 29 -29 -30 -31
leaf_value=5.5918217876178211 -462.84847966974434 -58.976019313580764 68042.300112304685 54418.591440716911 -109986.72364130436 -68680.707886904755 -116559.16625000001 59889.369655539776 136684.25001775569 53977.459456380217 100632.46457648027 114039.61452907986 -19226.286072198276 -47875.751875000002 -35675.671044921874 -30792.639530986067 -78783.983266129042 112958.07109375001 -77938.864254557295 -13324.410640809756 -20992.81648267663 25513.484277343752 11416.70694145115 14991.172576327472 -59570.5951280382 -16942.142139065651 -26965.946481584822 7804.5679519158984 -2916.4066560102583 -88003.240951021638
leaf_weight=4182669 88 129703 60 34 23 21 20 22 22 24 38 36 58 25 64 148 31 37 60 925 46 32 87 619 72 496 140 1389 1110 65
leaf_count=4182669 88 129703 60 34 23 21 20 22 22 24 38 36 58 25 64 148 31 37 60 925 46 32 87 619 72 496 140 1389 1110 65
internal_value=0 -172.617 -2717.43 14516.4 -4529.28 -33463.2 7975.59 623.472 45190 6632.84 26828.7 51623.8 28217.8 11073.5 -11228.8 -18964.3 -20801 -3606.4 -31872 -2758.03 35045.3 72404.1 -4157.79 -3660.72 -1363.39 -4457.36 -12272.3 1292.97 -6367.42 -46319.2
internal_weight=0 135495 5792 551 5241 162 491 410 81 390 218 132 96 59 86 172 139 5079 148 4931 115 69 108 4816 3891 3272 1387 1885 1182 205
internal_count=4318164 135495 5792 551 5241 162 491 410 81 390 218 132 96 59 86 172 139 5079 148 4931 115 69 108 4816 3891 3272 1387 1885 1182 205
is_linear=0
shrinkage=0.1


Tree=3957
num_leaves=31
num_cat=0
split_feature=5 5 5 3 1 1 3 6 0 0 0 1 1 0 0 1 0 2 1 2 1 1 2 1 0 6 3 3 1 1
split_gain=3.76133e+11 1.23296e+13 7.45499e+12 1.66128e+13 2.06965e+13 2.12799e+13 2.00129e+13 3.11433e+13 3.23726e+13 1.72911e+13 1.6365e+13 1.48348e+13 3.73994e+13 6.04258e+13 2.96641e+13 2.88016e+13 3.18811e+13 2.5536e+13 2.83996e+13 2.25565e+13 2.14982e+13 1.67553e+13 1.61911e+13 3.12178e+13 1.42278e+13 1.39158e+13 1.36232e+13 1.24925e+13 3.33596e+13 3.368e+13
threshold=71.00500000000001 70.00500000000001 70.50500000000001 13.500000000000002 30.370618100000005 36.585378200000001 15.500000000000002 1.5000000000000002 55.842510000000011 60.052595500000002 59.863160500000006 30.323743050000001 30.305955500000003 59.882016200000002 59.932719750000011 30.434657650000002 59.863160500000006 8.5000000000000018 30.410108300000001 4.5000000000000009 30.468306550000005 30.362552800000003 12.500000000000002 30.315880100000005 60.052595500000002 1.5000000000000002 23.500000000000004 13.500000000000002 37.436176200000013 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 -6 7 8 -7 10 -5 12 -4 -14 -15 16 17 18 21 -16 -17 -13 23 -21 -18 26 -19 -22 -29 -30
right_child=-2 2 11 4 5 6 -8 -9 -10 -11 -12 15 13 14 19 20 24 25 -20 22 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=3.124861788923186 69.598850843110881 -963.04563032061276 85.478529761043603 -8387.6153579400507 26860.595848189954 -71573.920099099487 -6282.5299465120261 10734.340788785681 3809.7212360146609 52748.286644345244 -59073.569747153488 55954.13106356535 -73627.445175253379 156992.01824544271 14411.193153331045 30504.371815270712 -49623.60794902913 55426.526106770842 129384.38473557692 180920.12365417482 -3524.34732406786 -29060.41290258291 9797.9553977272717 46864.976439144739 19455.393749999999 -78598.130226487381 -49053.334863281256 -21796.779456648339 28481.51762114458 2052.3718632329683
leaf_weight=3633634 658145 5465 810 98 172 192 2836 127 81 21 182 44 37 30 91 215 309 24 26 32 9682 49 22 38 33 39 26 519 538 4647
leaf_count=3633634 658145 5465 810 98 172 192 2836 127 81 21 182 44 37 30 91 215 309 24 26 32 9682 49 22 38 33 39 26 519 538 4647
internal_value=0 -12.5153 -2166.41 -4468.75 -9634.2 -7414.19 -9235.97 -30175.9 -49207.3 -34769.6 -41333.5 -939.193 10520.8 44331.3 64821.8 -1691.32 -24182.1 6690.09 36991.7 49711.9 -898.429 11161.5 84629 108147 -42958.1 -33825.6 1097 -1337.24 2375.16 4794.68
internal_weight=0 3.66002e+06 26385 9174 3709 3408 3236 400 273 301 280 17211 1060 250 213 16151 550 208 119 183 15601 93 92 70 342 89 50 15386 5704 5185
internal_count=4318164 3660019 26385 9174 3709 3408 3236 400 273 301 280 17211 1060 250 213 16151 550 208 119 183 15601 93 92 70 342 89 50 15386 5704 5185
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 1 2 1 0 5 1 5 0 1 5 0 4 5 5 5 5 5 5 3 2 1 5 1 4 5
split_gain=3.77521e+11 1.92223e+12 7.59796e+12 1.92361e+13 1.76442e+13 1.52014e+13 3.39756e+13 2.7975e+13 1.94727e+13 2.04814e+13 2.10824e+13 3.7054e+13 2.27115e+13 3.50144e+13 3.4956e+13 2.42438e+13 2.2229e+13 2.62034e+13 2.62738e+13 2.17619e+13 2.3654e+13 2.27632e+13 2.17473e+13 4.3521e+13 2.03707e+13 1.88892e+13 1.86035e+13 1.85105e+13 1.78026e+13 1.74848e+13
threshold=100.05000000000001 5.5000000000000009 53.664171200000006 59.76223980000001 54.725565150000001 43.94115175000001 1.5000000000000002 43.808567100000012 53.242949050000007 142.05000000000004 44.005491150000005 104.75000000000001 55.793358600000012 47.981192400000005 118.33500000000002 58.049540950000008 4.5000000000000009 105.35000000000001 123.15000000000002 110.05000000000001 116.06000000000002 114.05000000000001 114.05000000000001 4.5000000000000009 3.5000000000000004 50.388877400000005 161.85000000000002 50.227799100000006 2.5000000000000004 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 -2 -8 10 11 -10 16 19 -15 24 17 -12 28 -14 21 -21 -13 -24 -16 26 -11 -20 -19 -28
right_child=1 -3 3 -5 -6 6 8 -9 9 25 12 22 13 14 15 -17 -18 18 27 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=4.9735386472518783 -929.99462311886191 22.468529908877954 -6275.2291156121028 -1970.097090875985 -38090.745373576399 -12898.919956324884 -47.124853038045686 -41994.222699265258 -24020.79226074219 -22713.232134131402 -3918.1358081371759 193647.77093750003 -78.50157429739933 10441.91139501382 -40435.885230152031 13114.647513020835 -43627.798302801726 1617.6306635317596 48815.7322629767 54011.139222935279 28008.976780205019 174531.13150000002 141633.68032362196 -34466.603940217392 -144677.47483552631 43530.774678424874 29773.178247549018 -49917.647433035716 95744.730027761412 -23346.339637190573
leaf_weight=4199349 13264 95592 424 5486 296 759 1028 168 32 271 77 20 149 171 37 30 29 23 59 42 157 25 36 23 38 99 204 28 159 89
leaf_count=4199349 13264 95592 424 5486 296 759 1028 168 32 271 77 20 149 171 37 30 29 23 59 42 157 25 36 23 38 99 204 28 159 89
internal_value=0 -175.783 -991.837 -3987.03 -19354.9 100.492 5885.79 -1443.6 10930.9 17207.6 25364.9 66760.1 20877.7 9557.15 -17445.2 -62861.3 40469.7 47518.4 62241.8 29537.4 49237.3 98981.3 103532 72984.4 -93251.6 3243.08 -3828.69 17039.5 83849.5 13637.9
internal_weight=0 118815 23223 6206 720 17017 3585 13432 2826 1798 1135 111 1024 649 276 105 375 346 269 373 224 67 79 59 75 663 564 87 182 293
internal_count=4318164 118815 23223 6206 720 17017 3585 13432 2826 1798 1135 111 1024 649 276 105 375 346 269 373 224 67 79 59 75 663 564 87 182 293
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 6 5 5 5 5 5 4 3 1 5 1 3 4 5 3 5 6 5 5 5 4 5 2 5 5
split_gain=3.69261e+11 7.26256e+12 1.14391e+13 2.69497e+13 1.03468e+14 7.82916e+13 4.93624e+13 5.33139e+13 4.76221e+13 2.31471e+13 2.97005e+13 5.08683e+13 2.18603e+13 2.90982e+13 2.26724e+13 1.94921e+13 2.24074e+13 1.86018e+13 5.34745e+13 1.72678e+13 3.87409e+13 2.23803e+13 1.94964e+13 1.7209e+13 1.73415e+13 1.5329e+13 1.24631e+13 1.19424e+13 1.19273e+13 1.77776e+13
threshold=60.035045000000004 9.5000000000000018 19.500000000000004 20.500000000000004 30.226173900000003 1.5000000000000002 63.855000000000011 33.395000000000003 44.205000000000005 57.405000000000008 54.990000000000002 1.5000000000000002 18.500000000000004 30.425002000000003 62.385000000000012 30.226173900000003 22.500000000000004 3.5000000000000004 102.01000000000001 23.500000000000004 59.810000000000009 1.5000000000000002 52.020000000000003 59.510000000000012 33.585000000000008 2.5000000000000004 76.00500000000001 17.500000000000004 56.005000000000003 56.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 4 5 6 7 -4 -9 10 11 -10 -3 14 23 16 -5 18 19 21 28 -18 -23 24 -14 -16 -22 -7 -21 -30
right_child=1 2 3 15 -6 27 -8 8 9 -11 -12 -13 13 -15 25 -17 17 -19 -20 20 26 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=4.9379299922532471 258.97056070868473 -1857.5039348933424 117897.41756805737 -33195.493651320408 -9660.1037980553065 -85842.527504006415 163005.13248697919 -36138.868914062499 90387.618780375633 -30348.883109375005 155865.05459558824 -55658.812642045465 -2450.2758673129802 1347.1947123209636 -77600.523598243919 412.56329804679473 -5013.419217250892 -78860.946484375003 135545.17309027779 -8302.4704034123661 -83182.629143880215 15647.392028808594 89343.639501953134 32420.891057692308 -29242.017627314573 -8586.0895833333325 -20913.826812500003 2696.2346875000003 93353.208620689664 241.0745633370536
leaf_weight=4198450 91536 8237 97 334 695 39 48 75 86 25 34 33 358 846 113 14014 285 34 27 1525 90 100 56 65 743 45 50 25 29 70
leaf_count=4198450 91536 8237 97 334 695 39 48 75 86 25 34 33 358 846 113 14014 285 34 27 1525 90 100 56 65 743 45 50 25 29 70
internal_value=0 -173.177 -1577 -35.1339 14721.6 51399.8 67907.4 54865.5 30699.1 58861.1 73437.9 49887.3 -4209.9 -13139.2 -22395.7 -1062.8 -9014.99 -5450.87 -4332.62 -6045.41 -10470.1 11653.4 42102.5 -17578.6 -20530.4 -57944.5 -60943.8 -51257.1 -6118.93 27516.3
internal_weight=0 119714 28178 17771 1157 462 398 350 253 178 153 119 10407 2170 1324 16614 2600 2266 2232 2205 1764 441 156 1166 1101 158 140 64 1624 99
internal_count=4318164 119714 28178 17771 1157 462 398 350 253 178 153 119 10407 2170 1324 16614 2600 2266 2232 2205 1764 441 156 1166 1101 158 140 64 1624 99
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=31
num_cat=0
split_feature=2 3 2 2 1 1 1 1 3 0 1 0 1 0 5 4 5 5 1 5 0 1 1 0 5 5 1 2 0 4
split_gain=3.70167e+11 4.18682e+12 9.23841e+12 9.61348e+12 1.44214e+13 8.75584e+12 3.11278e+13 1.32835e+13 2.02724e+13 1.27044e+13 1.01034e+13 8.20503e+12 3.56439e+13 3.05332e+13 2.49428e+13 4.24608e+13 3.79341e+13 3.31668e+13 2.60312e+13 2.08641e+13 2.42391e+13 1.76934e+13 2.41989e+13 1.51372e+13 1.89184e+13 1.07578e+13 1.03292e+13 9.46874e+12 8.52608e+12 1.97337e+13
threshold=5.5000000000000009 7.5000000000000009 11.500000000000002 19.500000000000004 48.712293450000011 82.902675200000019 82.91993380000001 82.897133550000021 6.5000000000000009 55.017766000000002 82.966612450000014 59.950068600000009 30.278357500000002 60.017447350000005 118.33500000000002 4.5000000000000009 93.00500000000001 84.030000000000015 30.578016350000002 35.985000000000007 59.963407450000012 33.101335500000005 30.502469200000004 60.693675950000006 82.00500000000001 69.610000000000014 30.160599000000001 6.5000000000000009 59.982527000000012 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 11 -9 10 -8 -2 23 14 16 -16 17 18 19 20 -14 22 -15 24 26 -23 -13 -27 29 -21
right_child=1 -3 3 -5 -6 6 9 8 -10 -11 -12 12 13 21 15 -17 -18 -19 -20 28 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-25.205018004329695 -506.66473721226959 52.284304269718056 112094.40128125 -20765.948259171197 8453.5181573275859 -41429.352377929696 -53326.795536534933 101312.99617919922 -7379.8111275337842 7266.9864247056657 -7745.6028676720471 68040.102197265631 78031.25283627717 6733.3030744280131 111116.32889951509 -55948.448779296879 -146214.32012867648 46737.643849927328 64048.079410095212 -25546.24054481908 -45627.521171300556 1597.04844921875 103055.35653722426 -41500.199343872075 117947.41514945653 -63056.774572753908 11496.913814871652 6665.4169224330362 -96719.700531684037 -94687.222153253431
leaf_weight=2480138 23235 1811470 25 23 29 240 51 32 37 715 1046 40 23 112 29 32 34 43 20 95 51 150 34 32 23 64 168 28 72 73
leaf_count=2480138 23235 1811470 25 23 29 240 51 32 37 715 1046 40 23 112 29 32 34 43 20 95 51 150 34 32 23 64 168 28 72 73
internal_value=0 34.0104 -1212.51 33375.3 56435.4 -1313.09 -7587.09 -786.044 43028.4 -3104.68 -9864.69 -910.159 -9258.51 -19110.7 -36194.4 23475.8 -45050.5 -35927 -46569.5 -53615.2 -7193.04 1671.57 29164.5 22957.7 31886.9 -14915.1 22370.6 -41837 -67928.7 -55589.6
internal_weight=0 1.83803e+06 26556 77 54 26479 2052 24427 69 1812 1097 24358 1123 860 472 61 411 377 334 314 74 388 146 263 231 242 208 92 240 168
internal_count=4318164 1838026 26556 77 54 26479 2052 24427 69 1812 1097 24358 1123 860 472 61 411 377 334 314 74 388 146 263 231 242 208 92 240 168
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=31
num_cat=0
split_feature=4 0 0 5 0 0 1 0 0 3 3 2 3 0 1 0 4 1 1 1 5 2 5 0 1 1 0 0 3 1
split_gain=3.77892e+11 2.2101e+12 1.16483e+13 1.09477e+13 2.01047e+13 1.60768e+13 1.16107e+13 1.16434e+13 1.49019e+13 1.11952e+13 1.09568e+13 8.92042e+12 1.03634e+13 1.56281e+13 8.27249e+12 2.07787e+13 1.24148e+13 7.30774e+12 6.88026e+12 1.32724e+13 1.03302e+13 1.07374e+13 1.10788e+13 2.08124e+13 4.77341e+13 4.87836e+13 2.65959e+13 5.38629e+13 1.78073e+13 8.42283e+12
threshold=4.5000000000000009 56.758269450000007 56.791364150000007 177.02500000000003 56.876792350000009 57.106514900000001 65.565203050000022 59.963407450000012 59.950068600000009 2.5000000000000004 11.500000000000002 1.5000000000000002 4.5000000000000009 57.641335050000002 30.332994000000003 61.674413550000004 5.5000000000000009 60.611165000000007 60.55755580000001 60.528664650000003 161.85000000000002 17.500000000000004 150.04500000000004 59.950068600000009 30.323743050000001 30.305955500000003 57.692655200000004 59.916647550000008 5.5000000000000009 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 17 18 10 -6 7 8 9 -7 -5 -11 13 -13 16 -16 -9 -3 19 20 21 22 -4 24 25 -24 -26 -28 -25 -22
right_child=1 2 3 4 5 6 -8 14 -10 11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 29 -23 23 28 26 -27 27 -29 -30 -31
leaf_value=-1.7094935365158457 -273.26964604148787 14372.963509114585 200.57737547260143 92102.139945652176 -65647.170905172417 -52568.534085648149 73481.719963727679 58841.077718098968 81595.970892137091 58098.733384146348 19539.978834292764 -89245.419875000007 17377.798305759803 13673.946809895835 -119004.05136718751 5831.938593750001 -40006.997124565976 81825.455765086212 -8507.9969048510593 76053.076513671884 7471.5329665492964 58185.149609375003 44266.79769965278 22056.765882812499 72430.899308035718 236051.31015625002 -152019.68109375003 31050.449600694446 -102853.67976190476 -35241.559826290249
leaf_weight=4303792 10259 36 2102 46 29 27 28 24 31 41 38 25 255 36 24 30 27 29 815 24 71 35 36 25 35 21 25 45 21 132
leaf_count=4303792 10259 36 2102 46 29 27 28 24 31 41 38 25 255 36 24 30 27 29 815 24 71 35 36 25 35 21 25 45 21 132
internal_value=0 511.919 2470.4 1796.05 13568 6913.72 10753.6 7375.95 14902.7 9518.65 59276.4 14214.3 8520.46 -28506.1 -22372.8 -49650.7 6509.74 44467.2 -501.335 2035.77 1338.59 3211.99 2379.07 24394.4 41250.3 114924 1255.81 -34331.7 -34967.6 -20302.5
internal_weight=0 14372 4113 4048 661 577 548 520 415 384 84 357 316 61 105 54 51 65 3387 2572 2548 2345 2310 208 162 57 105 70 46 203
internal_count=4318164 14372 4113 4048 661 577 548 520 415 384 84 357 316 61 105 54 51 65 3387 2572 2548 2345 2310 208 162 57 105 70 46 203
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=31
num_cat=0
split_feature=3 0 6 1 5 1 5 3 5 2 5 1 2 3 4 4 2 2 5 0 2 5 3 2 1 3 6 0 0 0
split_gain=3.76183e+11 4.74498e+12 1.29285e+13 3.19308e+13 2.31707e+13 2.14731e+13 1.74686e+13 1.66197e+13 2.11863e+13 9.16681e+12 8.43468e+12 8.04607e+12 1.24903e+13 1.4824e+13 9.14738e+12 6.51038e+12 5.01255e+12 2.12344e+13 1.41006e+13 7.15809e+13 3.16224e+13 2.38209e+13 2.9595e+13 2.32462e+13 2.49407e+13 2.20985e+13 2.17381e+13 2.04054e+13 1.68537e+13 1.65414e+13
threshold=19.500000000000004 43.514103700000014 1.5000000000000002 39.925119750000007 33.805000000000007 39.925119750000007 54.990000000000002 20.500000000000004 60.310000000000009 11.500000000000002 93.00500000000001 39.969502550000009 4.5000000000000009 23.500000000000004 1.5000000000000002 1.5000000000000002 8.5000000000000018 5.5000000000000009 132.05000000000004 55.193434200000006 7.5000000000000009 114.05000000000001 29.500000000000004 6.5000000000000009 55.912026600000011 20.500000000000004 1.5000000000000002 55.812836050000008 56.819808050000006 55.455204450000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 15 -6 9 -9 11 12 -5 -14 -13 -2 17 -3 21 20 -20 -19 23 24 -23 -25 -27 -21 -29 -28
right_child=1 16 3 10 7 -7 -8 8 -10 -11 -12 14 13 -15 -16 -17 -18 18 19 27 -22 22 -24 25 -26 26 29 28 -30 -31
leaf_value=10.772715079983051 37130.174560546875 -525.71334619805668 26310.886197916669 104398.24609375 -12718.407656250001 -31926.264118303574 108837.15218822339 -106703.7529296875 -170043.46118951612 -14335.586104910713 -34813.595121951221 -61239.510190217399 -39342.557583512935 56146.842525337837 27947.038383152176 -22004.857960668105 -291.01443064539916 1891.8679751695399 51356.317063643299 -106494.69737499999 169919.15221774194 29402.992471429956 64480.944278772862 28562.187652853259 -53023.890023743879 -8946.646361287434 -42248.127901074848 67595.965494791672 -28232.535091145834 -96212.723187324445
leaf_weight=3810546 52 101318 24 20 25 70 27 22 31 21 41 23 29 37 23 29 340952 64005 82 25 31 131 41 46 51 114 157 24 78 89
leaf_count=3810546 52 101318 24 20 25 70 27 22 31 21 41 23 29 37 23 29 340952 64005 82 25 31 131 41 46 51 114 157 24 78 89
internal_value=0 -80.8677 -10081.4 -22888.5 -61840.5 11215.7 39178.1 -83210.5 -107025 -61593.7 4805.66 17111.6 35168.2 14189.4 -16646.2 15958.4 -71.5207 378.783 1791.39 25985.5 83882.4 1701.56 -17664 -23391.8 6305.35 -36704.3 -45043.9 -25529.1 -5684.65 -61771.9
internal_weight=0 507618 474 296 123 178 108 99 74 43 173 132 86 66 46 81 507144 166192 64874 240 113 64634 629 588 182 406 360 127 102 246
internal_count=4318164 507618 474 296 123 178 108 99 74 43 173 132 86 66 46 81 507144 166192 64874 240 113 64634 629 588 182 406 360 127 102 246
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=31
num_cat=0
split_feature=5 5 1 4 1 2 5 2 1 0 2 6 5 0 1 5 1 3 4 3 0 0 3 3 0 1 1 1 3 1
split_gain=3.57704e+11 4.95207e+12 1.06113e+13 3.57e+13 3.14345e+13 2.44053e+13 2.75381e+13 4.88538e+13 2.86208e+13 5.24439e+13 3.33398e+13 2.41964e+13 2.29713e+13 2.37797e+13 3.26008e+13 2.60425e+13 2.09303e+13 2.23827e+13 2.60969e+13 2.53724e+13 1.9823e+13 1.93685e+13 2.54734e+13 1.92193e+13 5.59392e+13 4.58897e+13 3.91979e+13 3.37812e+13 2.8071e+13 2.26481e+13
threshold=62.385000000000012 64.020000000000024 37.792847950000002 2.5000000000000004 30.315880100000005 9.5000000000000018 63.855000000000011 14.500000000000002 37.39371280000001 55.576287050000012 16.500000000000004 1.5000000000000002 63.855000000000011 55.885524800000006 37.726745000000001 63.145000000000003 82.958618050000013 11.500000000000002 2.5000000000000004 8.5000000000000018 43.642715500000008 57.057093650000006 17.500000000000004 23.500000000000004 55.777112100000004 37.533784800000006 37.620907050000007 37.559851850000008 28.500000000000004 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 11 -6 8 -8 -7 -10 -11 -5 13 15 -15 -2 17 18 19 20 -4 -19 -23 24 -17 28 -26 -27 29 -25
right_child=1 -3 16 4 5 6 7 -9 9 10 -12 -13 -14 14 -16 23 -18 21 -20 -21 -22 22 -24 25 26 27 -28 -29 -30 -31
leaf_value=-16.768311375548997 8256.9728498737568 -34.339897222173072 -16961.080621387115 58023.462146381586 -6130.590155418934 -8540.8840644731918 -11979.098467548078 112714.08905707466 19715.145619733146 -81602.032124750665 -4933.819517495599 5266.6007398128513 7309.6063598004948 -4135.7131440017729 -49614.428889371142 -7730.9872629716529 -593.16428417896293 570.27886692079005 1889.4032139970923 10990.212655630445 3952.3500405471259 -14444.282307406516 9573.0825029026073 -51897.448956450156 13506.267378042659 42970.690030445774 76571.259537760416 -15950.135314745095 -8381.1167727075444 -131906.05191796875
leaf_weight=3223874 4202 947470 496 95 7660 292 247 36 89 282 71 1024 4903 5830 162 1797 48609 21056 33535 7450 5256 1882 577 121 389 136 132 342 99 50
leaf_count=3223874 4202 947470 496 95 7660 292 247 36 89 282 71 1024 4903 5830 162 1797 48609 21056 33535 7450 5256 1882 577 121 389 136 132 342 99 50
internal_value=0 49.4009 589.803 -1163.07 -6028.75 -8063.02 -22618 3882.93 -32835.6 -48885.6 -66181.5 9745.51 1461.17 -701.338 -5365.28 3143.78 1002.12 2105.94 3372.04 7138.16 2148.97 -410.49 -8808.65 -3863.93 633.633 -17801.5 29484.3 813.949 -50757.9 -75291.8
internal_weight=0 1.09429e+06 146820 27959 9796 8677 1017 283 734 442 353 1119 18163 13260 5992 7268 118861 70252 46737 13202 5752 23515 2459 3066 2318 748 521 478 270 171
internal_count=4318164 1094290 146820 27959 9796 8677 1017 283 734 442 353 1119 18163 13260 5992 7268 118861 70252 46737 13202 5752 23515 2459 3066 2318 748 521 478 270 171
is_linear=0
shrinkage=0.1


Tree=3964
num_leaves=31
num_cat=0
split_feature=0 0 1 5 2 3 5 4 6 2 5 2 5 2 5 2 2 6 2 6 5 5 5 5 6 2 2 4 4 5
split_gain=3.83e+11 5.97493e+12 9.14525e+13 4.65266e+13 5.29144e+13 2.30054e+13 1.04017e+13 7.06918e+12 5.62915e+12 5.44214e+12 5.82905e+12 7.21049e+12 7.71934e+12 5.24715e+12 7.11651e+12 2.83764e+13 2.15029e+13 1.1604e+13 5.58445e+12 1.55044e+13 1.29384e+13 1.19199e+13 1.00078e+13 6.21265e+12 6.55156e+12 1.05002e+13 2.4116e+13 1.25178e+13 7.20385e+12 7.17318e+12
threshold=55.013931500000005 55.014086100000007 82.95335685000002 52.020000000000003 6.5000000000000009 11.500000000000002 40.605000000000011 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 39.005000000000003 9.5000000000000018 39.305000000000007 5.5000000000000009 41.995000000000012 4.5000000000000009 1.5000000000000002 1.5000000000000002 9.5000000000000018 1.5000000000000002 41.365000000000002 87.00500000000001 85.91500000000002 94.040000000000006 1.5000000000000002 7.5000000000000009 6.5000000000000009 2.5000000000000004 2.5000000000000004 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 7 9 -2 -4 -11 12 -12 14 15 -8 -16 -17 23 20 -20 22 -21 24 -15 26 29 -28 -27 -26
right_child=1 -3 6 4 -6 -7 13 -9 -10 10 11 -13 -14 18 16 17 -18 -19 19 21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-36.678901315789822 -216.7821242559524 13.202460849781861 -8811.2347003840605 132121.16046401518 200054.11219675164 31721.112922297296 1709.8420138091883 -7918.0342677376102 54697.860872395839 -10677.39297808765 14916.232457485743 -14507.230187195619 -1278.7547100456395 -4977.9927496814626 8753.022310887809 47686.78038528312 -10729.474127394154 14748.444948643721 -24810.707956414477 -4484.0581595839967 13374.862439845203 2625.7547045145193 -40791.698432185374 -26617.790380366165 20677.901295186704 9479.6792333755129 2301.7572692871095 75564.166515261633 -7857.0357760686957 -25283.386445312499
leaf_weight=1715725 84 2588847 476 33 38 74 953 1814 24 251 737 154 490 1818 1753 234 837 197 95 157 1345 551 147 99 59 426 32 86 548 80
leaf_count=1715725 84 2588847 476 33 38 74 953 1814 24 251 737 154 490 1818 1753 234 837 197 95 157 1345 551 147 99 59 426 32 86 548 80
internal_value=0 24.1815 2115.34 61675.7 98685.6 62685.6 985.666 -3341.39 11986.5 596.958 3341.01 5888.89 8448.8 2787.8 5550.35 11339.3 2456.94 32631.4 770.829 4522.26 10855.7 -6144.54 -22040.7 -1964.09 -1163.6 4469.69 22449.4 55696.4 -274.448 -5774.64
internal_weight=0 2.60244e+06 13592 253 145 107 13339 3922 108 2108 1632 1381 1227 9417 3974 1384 2590 431 5443 2295 1440 855 304 3148 3049 1231 257 118 974 139
internal_count=4318164 2602439 13592 253 145 107 13339 3922 108 2108 1632 1381 1227 9417 3974 1384 2590 431 5443 2295 1440 855 304 3148 3049 1231 257 118 974 139
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=31
num_cat=0
split_feature=5 5 3 3 0 4 0 0 6 0 1 1 2 4 5 1 3 0 4 1 2 6 0 2 1 3 4 1 1 1
split_gain=3.64712e+11 9.91284e+12 6.49262e+12 2.38842e+13 1.99881e+13 2.08763e+13 4.15888e+13 1.88453e+13 3.54245e+13 1.70441e+13 1.40376e+13 1.38826e+13 1.39389e+13 1.33789e+13 1.32636e+13 1.0138e+13 9.65878e+12 3.02357e+13 1.08933e+13 1.3538e+13 1.2854e+13 1.03917e+13 9.62224e+12 9.38208e+12 8.89867e+12 8.64238e+12 2.14472e+13 1.01422e+13 1.00886e+13 2.30616e+13
threshold=71.00500000000001 70.00500000000001 5.5000000000000009 7.5000000000000009 59.904813200000007 2.5000000000000004 57.581016350000006 59.932719750000011 1.5000000000000002 59.990816400000007 20.507360500000004 28.619594500000002 6.5000000000000009 1.0000000180025095e-35 70.50500000000001 28.619594500000002 8.5000000000000018 59.846652800000008 2.5000000000000004 37.559851850000008 6.5000000000000009 1.5000000000000002 44.039893800000009 3.5000000000000004 82.911991800000024 9.5000000000000018 3.5000000000000004 103.85249100000001 39.007683500000006 82.871296800000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 11 22 -6 -9 14 -3 -4 -13 -12 -10 -15 17 18 -5 -20 21 -21 -7 -19 -24 28 27 -27 -18 -30
right_child=-2 2 3 16 7 6 -8 8 9 -11 13 12 -14 15 -16 -17 25 23 19 20 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=1.699980137178978 68.534068866923889 54801.47209821429 41699.082135416669 -13217.830438709652 -113311.46606313344 55325.30053125001 112318.75151798024 76695.428450520834 -149071.39618750001 -6209.2212276785722 72492.198993389422 -24327.443573050215 -98222.018634259264 -61712.752343750006 -48859.292522321426 920.91829302517726 562.52689163623143 21901.626822916667 72993.775544819087 -27642.368415178575 -64512.861967329547 63465.404681199594 -17586.218917885639 84310.598276289689 28495.275773590689 -585.59877699235028 -35283.199197756585 -37693.4431626191 -16745.240640675092 1124.771098259987
leaf_weight=3633634 658145 49 30 243 37 25 34 24 25 35 26 468 27 26 28 4266 1507 39 38 21 22 31 235 63 51 15787 182 74 1774 1218
leaf_count=3633634 658145 49 30 243 37 25 34 24 25 35 26 468 27 26 28 4266 1507 39 38 21 22 31 235 63 51 15787 182 74 1774 1218
internal_value=0 -12.3238 -1943.62 -2642.23 -17593.5 -11797.5 7311.5 -51436.3 -30995.3 -60365.5 1578.7 -24354.8 -28358.1 974.734 -96129.2 541.497 -1916.7 12462.2 -1325.39 24476.9 -437.097 26671.9 -4168.39 60448.3 -9368.89 -2236.59 -1150.39 -758.727 -6109.88 -9470.62
internal_weight=0 3.66002e+06 26385 22018 1019 870 345 149 112 88 4367 525 495 4318 53 4292 20999 457 355 112 74 52 311 102 286 20542 16043 15861 4499 2992
internal_count=4318164 3660019 26385 22018 1019 870 345 149 112 88 4367 525 495 4318 53 4292 20999 457 355 112 74 52 311 102 286 20542 16043 15861 4499 2992
is_linear=0
shrinkage=0.1


Tree=3966
num_leaves=31
num_cat=0
split_feature=2 4 5 1 3 1 2 5 0 5 6 0 3 1 1 5 0 3 5 5 3 5 0 5 3 0 0 0 5 3
split_gain=3.52986e+11 2.57764e+12 1.22821e+13 1.7524e+13 3.06755e+13 3.47401e+13 1.80168e+13 1.44807e+13 1.48973e+13 1.37824e+13 2.18119e+13 1.48181e+13 1.28432e+13 1.26789e+13 2.24771e+13 4.21547e+13 1.33631e+13 1.25107e+13 1.77289e+13 1.7425e+13 1.2179e+13 1.17739e+13 1.59756e+13 2.65987e+13 1.57708e+13 2.72169e+13 1.67905e+13 1.42755e+13 1.16016e+13 1.23176e+13
threshold=14.500000000000002 1.5000000000000002 65.50500000000001 39.011252750000004 18.500000000000004 37.542000650000013 17.500000000000004 70.50500000000001 45.112033650000008 43.205000000000005 1.5000000000000002 43.514103700000014 26.500000000000004 38.996948700000011 65.610478850000007 61.845000000000006 43.514103700000014 23.500000000000004 76.00500000000001 69.610000000000014 21.500000000000004 48.510000000000012 44.580511600000001 37.505000000000003 17.500000000000004 59.963407450000012 60.029906750000002 53.37994195000001 64.020000000000024 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 17 -7 -8 -9 11 28 -2 -5 -12 16 -16 -15 18 19 -6 -20 22 23 -3 25 27 -27 -24 29 -11
right_child=1 21 3 12 5 6 7 8 -10 10 13 -13 -14 14 15 -17 -18 -19 20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.3323793539042832 69301.993850806452 -24641.016992187502 -29437.513790760873 3977.7657558481606 32830.391446314105 24107.705509868421 50123.013058035722 82302.096354166672 190582.89467592596 -3424.1188378711399 -7120.3437079249197 155.96666387926436 -39910.398245018121 -65886.97414062501 -12916.515438053728 85982.297745028409 988.88711518569403 -2126.3132782907196 -16828.117985026041 136228.34796316965 68758.243614130435 153.18785760863096 9164.5235901207525 83426.798979334679 5307.7867865594744 95420.081107954553 1058.7690696022728 -9231.7985991641344 -37217.289477539067 2880.9738608746638
leaf_weight=3980118 31 36 92 1981 39 38 28 24 27 4448 8880 130807 69 30 2104 44 7423 165 60 28 23 160399 534 62 8297 44 33 2008 80 10212
leaf_count=3980118 31 36 92 1981 39 38 28 24 27 4448 8880 130807 69 30 2104 44 7423 165 60 28 23 160399 534 62 8297 44 33 2008 80 10212
internal_value=0 98.1046 -181.964 6672.14 22992.3 34157.9 80688.3 107904 139627 -289.502 -2108.46 172.35 2500.55 -4396.83 -1877.85 -10890.7 719.697 16875.2 37776.9 76041.5 6888.58 370.363 3533.13 43728.4 3172.27 -3593.04 54979.5 -5367.27 760.695 967.942
internal_weight=0 338046 166633 2574 524 432 117 79 51 164059 33221 130838 2050 18481 9601 2148 7453 315 150 67 83 171413 11014 98 10916 2619 77 2542 14740 14660
internal_count=4318164 338046 166633 2574 524 432 117 79 51 164059 33221 130838 2050 18481 9601 2148 7453 315 150 67 83 171413 11014 98 10916 2619 77 2542 14740 14660
is_linear=0
shrinkage=0.1


Tree=3967
num_leaves=31
num_cat=0
split_feature=3 5 4 1 0 4 5 0 4 2 3 0 0 1 1 0 0 3 0 0 2 0 2 6 6 0 0 0 0 0
split_gain=4.19084e+11 4.14113e+12 1.3197e+13 1.05429e+13 1.47529e+13 9.36662e+12 9.25425e+12 2.71419e+13 2.13419e+13 2.20213e+13 3.05234e+13 1.99671e+13 6.79479e+13 1.77248e+13 1.88468e+13 1.70139e+13 3.5206e+13 3.16117e+13 1.56874e+13 1.50302e+13 1.95908e+13 1.8901e+13 2.16809e+13 2.05391e+13 1.82082e+13 2.28201e+13 2.60252e+13 1.35572e+13 1.13173e+13 2.93746e+13
threshold=19.500000000000004 128.92000000000004 1.0000000180025095e-35 82.95335685000002 55.975961550000008 1.5000000000000002 120.05000000000001 53.310923100000004 3.5000000000000004 10.500000000000002 21.500000000000004 60.035045000000004 59.990816400000007 38.92948375000001 38.959914000000005 45.040161900000008 45.029420750000007 24.500000000000004 45.022371150000005 59.863160500000006 6.5000000000000009 57.581016350000006 9.5000000000000018 1.5000000000000002 1.5000000000000002 55.034903650000011 55.025681450000008 55.043101600000007 56.819808050000006 57.131524800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 5 -5 -4 -2 8 9 13 -11 12 19 -8 -15 16 18 -17 -12 20 28 22 23 -22 -24 26 -26 -25 -9 -30
right_child=1 2 3 4 -6 -7 7 11 -10 10 15 -13 -14 14 -16 17 -18 -19 -20 -21 21 -23 24 27 25 -27 -28 -29 29 -31
leaf_value=11.370405841872696 -85.451476356381903 -38570.465906901045 43068.003655374465 89850.180918560611 -13191.504912312826 2598.4475023417162 70950.940767045468 11557.487308207958 -31189.057712518599 124279.20529142681 63809.129250919126 22597.671526022517 -163947.54848790323 -99531.614062500012 -1562.8320258246529 -36887.990272923518 164125.55436197919 65492.501093750005 -41786.080741373706 39087.155886182598 -20289.000739135743 -85403.782373046881 -29218.523757180606 -155332.70130208333 44134.770781250001 16949.013258051964 -93941.099055232567 -62956.637703623674 -110201.32801339286 33395.783064427866
leaf_weight=3810546 501447 75 58 33 24 4099 22 293 84 38 34 136 31 27 72 76 24 50 24 51 80 48 340 24 20 261 43 47 28 29
leaf_count=3810546 501447 75 58 33 24 4099 22 293 84 38 34 136 31 27 72 76 24 50 24 51 80 48 340 24 20 261 43 47 28 29
internal_value=0 -85.3544 3008.78 3748.8 46464.2 3163.09 -111.72 -7110.9 14280.6 24687.9 41867.5 -13852.8 -17680.7 -10239.3 -28281.6 26811.5 62264.1 3739.19 20114.6 -14093.5 -16329.5 -24422.7 -20831.2 -55033.6 -13053.3 3910.25 -50107.5 -94182.3 3626.24 -37143.1
internal_weight=0 507618 4289 4214 57 4157 503329 1882 451 367 246 1431 1295 121 99 208 82 126 58 1264 1213 863 815 151 664 324 63 71 350 57
internal_count=4318164 507618 4289 4214 57 4157 503329 1882 451 367 246 1431 1295 121 99 208 82 126 58 1264 1213 863 815 151 664 324 63 71 350 57
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=31
num_cat=0
split_feature=5 2 0 0 1 1 0 0 0 3 0 0 4 4 3 3 0 0 0 3 4 3 3 5 1 1 1 3 3 3
split_gain=3.50359e+11 4.03102e+12 8.01521e+12 4.23089e+13 2.30486e+13 1.55659e+13 1.54465e+13 1.66656e+13 1.32535e+13 3.20932e+13 2.20453e+13 1.00951e+13 1.34839e+13 2.6297e+13 1.16202e+13 2.0275e+13 3.31629e+13 1.94846e+13 1.468e+13 1.11431e+13 1.0485e+13 9.76236e+12 1.29008e+13 1.07537e+13 2.05191e+13 1.3894e+13 1.48884e+13 1.37748e+13 8.9992e+12 8.24677e+12
threshold=150.04500000000004 2.5000000000000004 55.751981950000008 55.793358600000012 30.226173900000003 30.278357500000002 55.801980100000009 55.820531900000013 55.674875350000008 7.5000000000000009 55.628356700000005 55.212972300000011 4.5000000000000009 3.5000000000000004 9.5000000000000018 13.500000000000002 53.145783300000012 45.047272400000004 55.020029900000004 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 8.5000000000000018 161.85000000000002 60.58031445000001 60.611165000000007 53.140944450000006 9.5000000000000018 4.5000000000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 -5 -6 -7 -8 10 28 11 14 13 19 20 16 17 -16 -18 -13 -2 22 -9 24 -24 26 -25 -27 -10 -22
right_child=1 -3 3 4 5 6 7 21 9 -11 -12 12 -14 -15 15 -17 18 -19 -20 -21 29 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=1.7156579263004859 -54257.644010416669 -1448.5858411421896 103845.51790798613 66857.870514547423 -66472.3388671875 -82977.46339843751 78001.895161290333 6401.4797149559017 -41415.791893095127 69691.529252929686 88618.457993861608 42426.296164772735 32375.256937500002 -136434.17307812499 -41844.944454405741 -1457.3738854322605 -151615.35422127016 53541.761461292619 -43328.756063988098 -51272.389624023439 3040.5933031219797 42661.932422275233 2877.6213495163693 -10550.594294819079 -136915.11101190475 -21226.939013671876 -107398.25930397728 71559.261523437497 -117971.80591517857 23839.523176303759
leaf_weight=4302555 30 11405 45 58 32 20 31 923 34 20 28 22 25 25 61 501 31 33 21 30 1746 61 21 57 21 32 22 32 28 214
leaf_count=4302555 30 11405 45 58 32 20 31 923 34 20 28 22 25 25 61 501 31 33 21 30 1746 61 21 57 21 32 22 32 28 214
internal_value=0 -472.915 2173.98 8505.42 5230.38 2375.43 4181.27 5633.92 -837.294 -40457.5 336.851 -565.626 -31434 -52151.3 628.372 -11013.6 -43805.8 -8358.12 -107884 -11630.6 4413.47 3714.84 1570.64 -22531.3 -67018.7 -9465.11 -37520.8 25166.2 -75989.5 5311.5
internal_weight=0 15609 4204 1355 1310 1252 1220 1200 2849 82 2767 2739 102 77 2637 647 146 94 52 52 1990 1169 1108 185 42 143 79 64 62 1960
internal_count=4318164 15609 4204 1355 1310 1252 1220 1200 2849 82 2767 2739 102 77 2637 647 146 94 52 52 1990 1169 1108 185 42 143 79 64 62 1960
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=31
num_cat=0
split_feature=1 1 0 3 6 3 0 5 0 1 5 2 0 5 5 3 3 3 5 5 3 3 2 2 3 5 4 4 5 3
split_gain=3.43423e+11 5.10438e+12 1.80016e+13 1.15223e+13 1.82336e+13 1.47252e+13 1.25458e+13 1.11536e+13 1.11532e+13 2.16171e+13 1.95874e+13 1.4621e+13 1.40508e+13 1.19829e+13 1.07137e+13 9.51666e+12 1.41535e+13 9.28364e+12 8.62423e+12 2.44354e+13 4.69915e+13 2.90049e+13 1.29049e+13 1.35594e+13 2.77594e+13 1.19517e+13 1.8136e+13 1.16784e+13 1.02464e+13 8.43194e+12
threshold=61.880021000000006 61.396377350000009 55.299834250000011 9.5000000000000018 1.5000000000000002 4.5000000000000009 55.099723300000008 39.995000000000012 55.173809400000003 61.42204370000001 73.010000000000005 2.5000000000000004 55.141517900000004 68.52500000000002 94.040000000000006 4.5000000000000009 7.5000000000000009 2.5000000000000004 107.05000000000001 98.020000000000024 16.500000000000004 19.500000000000004 12.500000000000002 14.500000000000002 16.500000000000004 79.730000000000018 3.5000000000000004 2.5000000000000004 137.05000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 29 -4 9 10 12 -12 -8 -10 -11 -13 -17 -9 19 25 27 -22 28 -24 -25 -5 -27 -21 -20 -6
right_child=-2 2 7 18 6 -7 8 17 13 14 11 15 -14 -15 -16 16 -18 -19 22 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-1.5417928049969605 45.363639342177883 24054.144446433464 467.89442331419514 -1902.0240345087896 6607.820347177686 -21223.617707595433 -4105.0621124425697 200.75940035507563 38.800827858077497 1677.8412625096466 -6728.1406838613011 3447.8148345947266 11234.037246572172 -13642.248752193424 -25042.041111032588 75071.880030090833 23836.910223388673 -15697.912061540472 -12502.120905795164 65232.098295454547 169745.39243359375 49197.76064650411 66665.760807291663 -97548.848082386365 53775.938310185185 -17840.540514106335 13735.368112595017 -11667.038987613341 -46910.577244505846 -9573.3713981095916
leaf_weight=3066664 1203659 82 995 15927 402 579 772 467 7612 11770 73 48 2637 699 152 123 96 1720 292 22 25 99 36 22 27 1007 222 193 123 1619
leaf_count=3066664 1203659 82 995 15927 402 579 772 467 7612 11770 73 48 2637 699 152 123 96 1720 292 22 25 99 36 22 27 1007 222 193 123 1619
internal_value=0 -17.5316 -1042.5 -524.711 794.848 -15606.7 1211.78 -8309.58 1849.42 3419.91 10043.1 32931 7760.35 -1111.85 1337.18 43774.1 52612.7 -12303 -2479.96 -2109.87 24476.6 73501.7 -15429.6 20068.7 -14165.8 -2635.21 -12136.8 -3798.29 -22700.3 -6354.75
internal_weight=0 3.1145e+06 47841 44659 26664 661 26003 3182 23982 15671 3749 340 3409 8311 11922 267 219 2187 17995 17495 339 124 500 85 49 17156 1229 215 415 2021
internal_count=4318164 3114505 47841 44659 26664 661 26003 3182 23982 15671 3749 340 3409 8311 11922 267 219 2187 17995 17495 339 124 500 85 49 17156 1229 215 415 2021
is_linear=0
shrinkage=0.1


Tree=3970
num_leaves=31
num_cat=0
split_feature=3 2 2 0 5 5 1 1 5 1 1 6 1 5 5 0 3 1 5 3 5 1 3 5 5 0 1 5 5 5
split_gain=3.49048e+11 3.98384e+12 1.6817e+13 1.40969e+13 5.65316e+13 2.28966e+13 6.26369e+13 3.78738e+13 2.11668e+13 3.16334e+13 4.25142e+13 2.64283e+13 3.0223e+13 3.7272e+13 3.95063e+13 2.10148e+13 6.42579e+13 2.34739e+13 2.26355e+13 5.05586e+13 5.5495e+13 2.36652e+13 2.12324e+13 2.06883e+13 1.99626e+13 2.90431e+13 2.20431e+13 1.91032e+13 1.74894e+13 3.12233e+13
threshold=19.500000000000004 8.5000000000000018 5.5000000000000009 55.751981950000008 132.05000000000004 73.405000000000015 38.984911950000004 38.975980350000007 51.405000000000008 37.487839250000007 37.475443250000005 1.5000000000000002 37.417247200000006 63.855000000000011 56.205000000000005 55.762622900000004 20.500000000000004 49.148175700000003 73.405000000000015 24.500000000000004 85.91500000000002 37.712318250000003 21.500000000000004 177.02500000000003 50.410000000000004 55.664473600000008 37.620907050000007 70.00500000000001 63.855000000000011 54.035000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -7 24 10 11 27 -13 14 -14 16 17 -5 21 20 -20 22 -18 -6 -4 -26 -27 -10 29 -23
right_child=1 -3 3 15 23 6 -8 -9 9 -11 -12 12 13 -15 -16 -17 18 -19 19 -21 -22 28 -24 -25 25 26 -28 -29 -30 -31
leaf_value=10.376912202482046 -481.40266822441038 -273.511737080675 -524.42113120800093 154044.38799715909 86770.086341648479 -16615.507934086116 2769.1495573930988 -112427.70317150299 1157.3389180617894 2678.7688875064969 128566.278203125 21138.871854073663 152747.97083333333 162369.36389802632 -12231.254030917553 2611.017585193877 67918.539473684214 34197.032346754808 252375.17336309527 -10133.038628472223 31866.332546874997 23913.076639689374 -9120.2465330432951 -13156.473407451922 -8334.9971235510438 -118578.97777423471 -19206.047170350612 63985.494884314903 -35467.536582623106 122277.09728515625
leaf_weight=3810546 101410 341239 16792 44 102 2332 3470 42 698 8965 35 308 21 38 47 30600 38 26 21 54 25 167 611 26 292 49 41 52 33 40
leaf_count=3810546 101410 341239 16792 44 102 2332 3470 42 698 8965 35 308 21 38 47 30600 38 26 21 54 25 167 611 26 292 49 41 52 33 40
internal_value=0 -77.8966 323.305 1579.37 143.323 -112.543 -5794.04 -18310.6 1101.98 4718.98 19973.8 16708.5 36989.5 83046 38718.2 3090.31 16939.6 109530 10386.2 55493.5 132533 5312.23 -4609.5 66472.5 -1038.65 -23643 -73309.1 5513.42 32142.2 42920.6
internal_weight=0 507618 166379 64969 33310 33182 5844 2374 27338 10164 1199 1164 414 106 68 31659 1059 70 989 100 46 889 649 128 17174 382 90 750 240 207
internal_count=4318164 507618 166379 64969 33310 33182 5844 2374 27338 10164 1199 1164 414 106 68 31659 1059 70 989 100 46 889 649 128 17174 382 90 750 240 207
is_linear=0
shrinkage=0.1


Tree=3971
num_leaves=31
num_cat=0
split_feature=2 3 1 0 1 0 0 0 6 3 5 4 1 5 5 5 0 6 5 0 2 5 0 5 1 0 5 0 2 1
split_gain=4.37234e+11 6.38178e+12 1.74915e+13 3.84478e+13 6.24537e+13 4.25441e+13 4.77479e+13 4.46299e+13 5.41284e+13 4.25176e+13 3.74794e+13 4.2944e+13 4.77856e+13 3.55927e+13 6.27391e+13 3.46574e+13 3.29091e+13 5.04425e+13 5.89065e+13 5.28976e+13 3.27071e+13 3.05008e+13 2.8406e+13 3.35335e+13 2.69182e+13 3.478e+13 2.5933e+13 5.91664e+13 2.98307e+13 2.45298e+13
threshold=12.500000000000002 15.500000000000002 37.869926150000005 55.645049100000001 37.275078000000001 55.751981950000008 55.734663800000007 55.755036050000008 1.5000000000000002 14.500000000000002 87.00500000000001 2.5000000000000004 37.767735350000002 55.405000000000008 40.905000000000008 69.610000000000014 56.121679000000007 1.5000000000000002 68.52500000000002 55.993277250000013 13.500000000000002 92.035000000000011 55.619594000000006 60.905000000000008 37.855187800000003 55.795550600000006 78.010000000000005 55.820531900000013 13.500000000000002 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 22 -5 6 10 8 13 26 11 12 15 14 -7 20 17 19 -19 24 -6 -12 -2 -24 25 -11 28 -28 -9 -8
right_child=1 -3 -4 4 5 7 29 9 -10 16 21 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-11.394216034319628 -82.562475604522334 -3.8835835576179161 -856.96818949748149 254.18511419038316 11986.316668850039 -91885.871511314661 112037.98869603738 21113.949723877271 60764.86502976191 106610.0615031917 179327.03113425928 -22313.561590129575 -4738.1290156693894 -135280.50186887255 84339.806451612909 139188.94186580883 -53789.973318142365 38891.249754188939 139874.0027673193 147319.84511718751 53411.019648598478 36963.303142233453 -5420.6439428423719 -52430.607207527806 -54757.208475167412 10662.113331867306 -121457.28991745283 1895.7245993418237 -7284.4361586687437 38905.556551948641
leaf_weight=3827415 4762 460300 15538 5102 328 58 97 771 42 41 27 205 330 51 31 34 45 190 83 30 455 34 425 236 56 481 53 146 711 87
leaf_count=3827415 4762 460300 15538 5102 328 58 97 771 42 41 27 205 330 51 31 34 45 190 83 30 455 34 425 236 56 481 53 146 711 87
internal_value=0 88.865 1490.95 3937.6 7776.57 16527 29542.4 9074.27 -38802.4 12416.6 23302.7 19843.3 27377.8 -68672.5 -30503.9 40350 29623.1 33883.7 69593 17849.8 36058.1 99976.8 -2779.01 -22204.8 11129.9 18198.3 2938.23 -30957.1 7489.62 77459.1
internal_weight=0 490749 30449 14911 9488 4386 1597 2789 182 2607 1413 1352 1147 140 89 817 926 881 273 608 783 61 5423 661 578 522 1681 199 1482 184
internal_count=4318164 490749 30449 14911 9488 4386 1597 2789 182 2607 1413 1352 1147 140 89 817 926 881 273 608 783 61 5423 661 578 522 1681 199 1482 184
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=31
num_cat=0
split_feature=2 5 0 3 0 3 5 0 3 4 1 0 5 0 5 3 0 0 1 0 2 0 5 1 2 1 4 1 1 5
split_gain=4.28884e+11 2.40913e+12 5.39255e+12 2.42143e+13 6.71349e+12 1.85958e+13 1.88477e+13 2.10661e+13 1.47654e+13 1.61167e+13 1.39662e+13 1.27537e+13 1.07937e+13 1.01644e+13 1.39866e+13 1.3175e+13 2.84348e+13 2.57838e+13 1.74723e+13 1.05966e+13 1.04087e+13 8.67614e+12 1.66966e+13 8.63568e+12 1.10409e+13 8.21761e+12 7.62445e+12 7.42158e+12 7.43696e+12 1.84343e+13
threshold=14.500000000000002 137.05000000000004 45.029420750000007 16.500000000000004 55.039751500000008 17.500000000000004 142.05000000000004 55.141517900000004 18.500000000000004 3.5000000000000004 52.307266200000008 56.143542450000005 150.04500000000004 55.061033200000004 161.85000000000002 23.500000000000004 56.838612000000005 56.802385350000009 30.388336800000001 55.834684950000003 18.500000000000004 56.301440000000007 150.04500000000004 49.323301500000007 15.500000000000002 60.628582700000003 1.0000000180025095e-35 37.712318250000003 38.151577750000008 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 26 6 -6 -8 9 -7 12 27 -11 14 -10 16 17 19 20 -15 -18 -13 -23 24 -24 -25 -4 -9 -29 -30
right_child=1 2 4 -5 5 8 7 11 13 10 -12 21 -14 15 -16 -17 18 -19 -20 -21 -22 22 23 25 -26 -27 -28 28 29 -31
leaf_value=-9.1845994101456228 83.767697072471179 118685.35997023812 -63822.953943452383 7999.7755851473121 98298.442589962127 43092.012500000004 98283.843072916672 -63374.204509171192 -700.71970745584247 -85095.167744954437 -129641.39031250001 90738.073437500003 1481.9151394314238 49904.67142532704 -94872.2880859375 -1516.2265016956962 -26974.478906250002 143318.08668981481 -66036.24658203125 -27869.483877840914 71665.539538043478 -44826.987607758623 62592.237617187508 109603.23186598558 -41224.864490327382 24342.303906250003 -3019.6200029972433 51128.61363636364 -54618.346234375007 35248.160974702383
leaf_weight=3980118 335252 21 21 336 33 20 30 23 46 24 20 21 36 86 24 542 20 27 40 22 23 29 20 26 21 20 1149 22 50 42
leaf_count=3980118 335252 21 21 336 33 20 30 23 46 24 20 21 36 86 24 542 20 27 40 22 23 29 20 26 21 20 1149 22 50 42
internal_value=0 108.138 3032.39 14510.7 1350.92 6394.64 26520.1 18728.3 -898.125 -37199.2 -57272 10017.9 -33148.9 3475.5 -32988.1 6833.99 27594.6 55913 -18465.4 34061.8 25786.5 31592.5 20885.1 42789.1 9417.62 72533.3 -4110.96 -11556.7 -1102.33 -13592.3
internal_weight=0 338046 2794 357 2437 1267 337 304 930 100 80 274 60 830 70 760 218 135 83 108 43 137 116 87 41 46 1170 137 114 92
internal_count=4318164 338046 2794 357 2437 1267 337 304 930 100 80 274 60 830 70 760 218 135 83 108 43 137 116 87 41 46 1170 137 114 92
is_linear=0
shrinkage=0.1


Tree=3973
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 0 5 1 0 1 5 3 3 3 0 5 0 5 5 5 3 4 5 5 3 5 5 4 3
split_gain=3.50126e+11 4.80889e+12 2.19689e+13 3.57506e+13 1.74286e+13 1.69167e+13 1.60734e+13 1.5656e+13 1.55193e+13 2.12124e+13 2.28557e+13 1.68494e+13 1.26346e+13 2.00061e+13 1.22253e+13 1.37605e+13 1.07369e+14 3.15059e+13 2.98753e+13 1.83657e+13 1.77531e+13 1.63612e+13 1.48252e+13 1.42105e+13 1.26399e+13 1.18173e+13 1.29919e+13 1.17043e+13 1.18993e+13 1.14275e+13
threshold=61.284352600000013 61.396377350000009 55.141517900000004 55.160271200000004 10.500000000000002 81.00500000000001 55.039751500000008 110.05000000000001 61.310823700000007 55.183525900000006 61.365473900000005 90.015000000000015 13.500000000000002 15.500000000000002 12.500000000000002 55.193434200000006 91.050000000000011 55.183525900000006 105.35000000000001 77.00500000000001 87.395000000000024 13.500000000000002 2.5000000000000004 55.405000000000008 74.610000000000014 20.500000000000004 125.85000000000001 177.02500000000003 1.5000000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 27 12 -7 -8 14 10 -10 -11 -2 -14 -6 17 24 21 19 22 -21 -16 23 -19 -17 26 -23 28 -5 -12
right_child=1 -3 3 4 8 6 7 -9 9 11 29 -13 13 -15 15 16 -18 18 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-18.705984904450371 -5327.8103251300781 4.832559485878213 10810.82992404731 -593.34715849959889 -9873.8085550374926 -104928.1051152156 -29836.65705814966 62556.031557617185 -8260.429140950997 -13006.119654427428 -3444.3955547677651 -43571.537983803566 65411.373040956445 -8758.0878063814143 86873.375745738638 -2509.3727911555152 205638.13079427084 23495.848487903229 -50947.026482371795 109614.21048387096 3231.6139136904767 6065.2115288345904 -31407.407444196429 70946.360303283014 -28618.48770593571 -26132.278439795893 -71753.636931818182 -53697.279440789476 3268.6849372743345 19461.986208224826
leaf_weight=3016415 3859 1251500 3891 12704 715 26 221 20 2565 849 365 229 66 81 22 852 24 217 39 62 21 864 35 89 237 151 22 38 21445 540
leaf_count=3016415 3859 1251500 3891 12704 715 26 221 20 2565 849 365 229 66 81 22 852 24 217 39 62 21 864 35 89 237 151 22 38 21445 540
internal_value=0 43.3455 1002.55 1639.99 792.095 -5856.12 -30228.1 -22169.2 -3441.79 -7246.22 -3439.69 -19499.1 -4231.72 24542.5 1723.15 4869.95 -3580.64 11049.7 32809 40513 82698.1 1536.36 30245.1 37296.8 -8191.52 -274.071 4132.92 1770.22 1831.94 10223.5
internal_weight=0 1.30175e+06 50249 45976 42085 4273 267 241 7898 4548 3470 1078 4006 147 3350 2635 1113 1522 463 424 83 1059 341 306 1089 1037 886 34187 34149 905
internal_count=4318164 1301749 50249 45976 42085 4273 267 241 7898 4548 3470 1078 4006 147 3350 2635 1113 1522 463 424 83 1059 341 306 1089 1037 886 34187 34149 905
is_linear=0
shrinkage=0.1


Tree=3974
num_leaves=31
num_cat=0
split_feature=2 1 4 5 3 1 0 0 0 2 3 1 1 4 2 5 0 5 0 5 5 1 5 6 0 3 4 5 0 0
split_gain=3.57012e+11 2.29062e+12 2.42731e+12 4.50257e+12 1.26482e+13 2.28373e+12 1.1008e+13 1.10659e+13 1.37321e+13 1.75747e+13 1.28444e+13 3.97244e+13 3.58267e+13 5.22386e+13 6.67457e+13 5.04181e+13 3.26104e+13 3.34081e+13 2.47143e+13 2.15832e+13 3.74474e+13 3.79259e+13 2.54987e+13 3.18959e+13 1.93199e+13 1.75335e+13 3.49254e+13 2.53681e+13 2.19313e+13 1.80442e+13
threshold=14.500000000000002 104.38035940000002 5.5000000000000009 225.45000000000002 20.500000000000004 37.328003200000005 44.580511600000001 59.755965500000009 55.834684950000003 23.500000000000004 18.500000000000004 30.388336800000001 30.434657650000002 1.5000000000000002 16.500000000000004 69.015000000000015 59.916647550000008 50.805000000000007 59.982527000000012 112.04500000000002 93.00500000000001 30.346469350000003 99.555000000000021 1.5000000000000002 60.042666650000008 16.500000000000004 2.5000000000000004 57.005000000000003 59.950068600000009 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 8 -8 -10 11 19 13 -13 16 18 -15 -18 -16 20 24 22 -22 -24 -9 27 -27 -19 -29 -30
right_child=1 -3 3 -5 -6 -7 7 10 9 -11 -12 12 -14 14 15 -17 17 25 -20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-8.3797666510026101 67306.56822916666 -7454.8116718092469 -70545.510454963238 19407.345550271737 29674.916289062501 242.28479725004632 -1080.5984805431196 539.47153770105137 -6098.6987308920616 -30687.874299568968 -429.19402836213385 10357.907313457732 4582.9746594345224 1029.5314572704081 117888.27645596593 -123163.40894342237 166359.81525930853 127682.89055501303 -10977.708746603261 40986.050057160755 -108272.43248514524 46288.035684204107 -108135.11241776317 2911.8561969521606 -32213.742486961852 64087.930869932439 185324.68927734377 97544.688089554402 -61561.777604166666 43826.871484375006
leaf_weight=3980118 24 401 34 23 20 269596 10070 4282 3273 319 46293 726 2026 49 22 31 47 30 46 115 71 40 38 81 188 74 35 27 33 32
leaf_count=3980118 24 401 34 23 20 269596 10070 4282 3273 319 46293 726 2026 49 22 31 47 30 46 115 71 40 38 81 188 74 35 27 33 32
internal_value=0 98.6625 107.633 -17645.2 -33426.8 111.683 -406.322 -430.239 -2974.1 -8282.43 209.967 3911.79 12589.3 26669.9 54469.1 -17469.7 76248.8 89506.8 30714.2 -1815.55 -2862.82 -42213.5 -60845.4 -32548.5 -838.069 73870.1 103017 47828.8 21789.4 -9678.13
internal_weight=0 338046 337645 77 54 337568 67972 67948 13662 3592 54286 7993 3178 1152 426 99 327 278 68 4815 4700 230 190 119 4470 231 109 122 92 65
internal_count=4318164 338046 337645 77 54 337568 67972 67948 13662 3592 54286 7993 3178 1152 426 99 327 278 68 4815 4700 230 190 119 4470 231 109 122 92 65
is_linear=0
shrinkage=0.1


Tree=3975
num_leaves=31
num_cat=0
split_feature=5 0 0 4 1 0 0 0 0 3 2 2 1 1 5 2 6 5 2 2 0 1 1 1 0 3 2 0 0 3
split_gain=3.54252e+11 2.86015e+12 2.06484e+13 4.81608e+13 2.05659e+13 1.94446e+13 1.48548e+13 7.03581e+12 1.01516e+14 2.86025e+13 4.67664e+13 4.28517e+13 3.0197e+13 3.67983e+13 5.07935e+13 1.60545e+13 7.20532e+12 5.46002e+12 4.08449e+12 1.13937e+13 5.16722e+13 1.35268e+13 1.12334e+13 1.15273e+13 1.36796e+13 1.08971e+13 1.17009e+13 1.11782e+13 9.31902e+12 8.88822e+12
threshold=142.05000000000004 55.046835900000012 55.055104550000003 3.5000000000000004 82.933113850000026 55.043101600000007 55.050600750000008 55.02863030000001 55.030402950000003 16.500000000000004 4.5000000000000009 2.5000000000000004 82.940215400000014 82.897133550000021 161.85000000000002 7.5000000000000009 1.5000000000000002 161.85000000000002 13.500000000000002 10.500000000000002 55.160271200000004 30.305955500000003 65.551978750000004 60.611165000000007 56.819808050000006 24.500000000000004 12.500000000000002 59.963407450000012 56.320495600000008 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 6 7 -5 -2 -9 10 11 -10 13 -12 -15 17 -17 -11 19 -4 -21 -22 23 25 -25 26 27 -23 -28 -20
right_child=1 2 18 4 -6 -7 -8 8 9 15 12 -13 -14 14 -16 16 -18 -19 29 20 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1.9883886395802191 33.816691517784065 99626.388095238101 -1028.293067974553 -12213.037362938598 -151944.47059659092 72126.420918996722 -92306.991846955134 217430.82771739131 -43162.904195601855 30468.358621651787 8082.8360491071435 130488.81052083334 40211.364605978262 -213452.11274701287 -36465.499773185489 114961.84981863839 38486.542800071024 -36103.683851207388 36250.577639100607 -121839.51282703488 -80127.278405230987 -37729.881443886865 -61562.173990304131 2853.0302368164066 102726.39518025717 49201.496425189398 72468.50665625 30611.069908405174 -9016.4657775878914 2077.7757566056166
leaf_weight=4297453 10404 21 8286 57 22 38 39 23 27 28 28 30 23 34 31 28 22 22 82 43 23 137 28 32 24 33 25 29 32 1060
leaf_count=4297453 10404 21 8286 57 22 38 39 23 27 28 28 30 23 34 31 28 22 22 82 43 23 137 28 32 24 33 25 29 32 1060
internal_value=0 -412.583 -1631.97 -39904.6 -64736.4 719.934 -44751.2 466.341 15669 -1329.26 -25938.5 48232.7 -62384.7 -87757.9 -129043 41244.7 81312.7 1176.66 -1091 -1829.72 -18185.9 -5907.37 -886.612 4558.63 45655.9 -4431.4 -12368.1 -25790.8 26722.6 4531.51
internal_weight=0 20711 9973 139 118 10738 96 10700 296 273 173 57 116 93 65 100 50 50 9834 8692 406 363 340 312 56 256 223 166 57 1142
internal_count=4318164 20711 9973 139 118 10738 96 10700 296 273 173 57 116 93 65 100 50 50 9834 8692 406 363 340 312 56 256 223 166 57 1142
is_linear=0
shrinkage=0.1


Tree=3976
num_leaves=31
num_cat=0
split_feature=4 1 1 3 2 5 5 5 0 5 0 5 2 5 5 1 5 3 5 2 1 0 3 1 0 0 1 5 5 3
split_gain=3.61395e+11 2.19909e+12 9.33557e+12 1.01689e+13 2.01931e+13 1.69639e+13 2.93821e+13 1.55356e+13 1.10569e+13 2.63033e+13 1.85726e+13 1.49646e+13 1.71734e+13 1.47159e+13 2.68223e+13 1.64475e+13 1.37992e+13 1.23124e+13 9.77149e+12 8.43102e+12 8.57973e+12 8.20679e+12 1.65872e+13 1.20426e+13 7.08323e+12 7.06195e+12 6.90472e+12 6.8809e+12 8.96572e+12 6.85734e+12
threshold=4.5000000000000009 38.950530550000003 39.614024000000008 10.500000000000002 11.500000000000002 177.02500000000003 150.04500000000004 177.02500000000003 45.022371150000005 128.92000000000004 45.005863250000004 177.02500000000003 3.5000000000000004 150.04500000000004 123.15000000000002 39.003296000000006 225.45000000000002 3.5000000000000004 132.05000000000004 20.500000000000004 39.016372550000007 45.053747000000008 16.500000000000004 38.975980350000007 44.580511600000001 45.059881250000011 39.041623000000008 120.05000000000001 99.555000000000021 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 8 5 6 -5 21 9 17 -11 12 18 14 -14 -15 25 -3 27 26 -21 23 -23 -6 -2 -13 -9 28 -10 -7
right_child=1 2 -4 4 7 29 -8 19 11 10 -12 16 13 15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.6717606551156714 -37317.80643084491 -35149.548745265151 320.3359453790211 -24575.501646634617 -43429.548148777176 34006.117073170732 -158275.9953746449 24434.094706930573 -21926.564360608554 48039.8497890625 175606.13452380954 -92083.799153645843 27003.573905222045 -44930.555785156255 152346.5435483871 72244.877581521738 31245.776348876956 56864.446078725967 45359.116024709307 -68353.26589725379 14651.453515625 134564.34893465909 33909.651605224608 61310.40751488095 -883.6152196967231 -22433.851351351354 -24513.882903010672 -35238.656115301725 49321.486189038827 -25372.798638091219
leaf_weight=4303792 54 33 8845 65 23 41 22 97 38 25 21 24 38 25 31 23 32 26 43 33 20 22 64 21 4500 37 41 58 33 37
leaf_count=4303792 54 33 8845 65 23 41 22 97 38 25 21 24 38 25 31 23 32 26 43 33 20 22 64 21 4500 37 41 58 33 37
internal_value=0 500.62 1343.08 10640.3 406.706 -28024.4 -58384.8 15020.8 20852.8 49593 106277 12953 24180.8 53737.2 83317.1 11216 -21937.6 5398.99 4075.58 -3128.75 -37030.7 41686.7 59658.5 6559.98 -1315.64 -49837.1 9891.58 -9685.6 11188.7 5839.2
internal_weight=0 14372 9818 973 486 165 87 321 487 105 46 382 289 117 69 48 93 59 172 191 53 130 86 44 4554 61 138 129 71 78
internal_count=4318164 14372 9818 973 486 165 87 321 487 105 46 382 289 117 69 48 93 59 172 191 53 130 86 44 4554 61 138 129 71 78
is_linear=0
shrinkage=0.1


Tree=3977
num_leaves=31
num_cat=0
split_feature=5 5 5 3 1 3 1 0 0 0 6 0 1 1 0 0 1 0 2 1 2 1 6 4 0 6 1 3 3 1
split_gain=3.41182e+11 8.16254e+12 6.01365e+12 1.40834e+13 1.667e+13 1.80578e+13 1.74086e+13 1.40382e+13 1.32614e+13 1.2649e+13 1.61144e+13 1.25361e+13 1.10571e+13 2.85113e+13 4.83059e+13 2.44567e+13 2.37826e+13 2.49084e+13 2.06919e+13 2.72661e+13 1.84466e+13 1.7191e+13 1.45684e+13 2.79638e+13 1.24485e+13 1.19397e+13 1.19319e+13 1.15635e+13 1.13113e+13 4.77841e+13
threshold=71.00500000000001 70.00500000000001 70.50500000000001 13.500000000000002 30.370618100000005 14.500000000000002 37.417247200000006 60.052595500000002 59.863160500000006 55.812836050000008 1.5000000000000002 55.56564190000001 30.323743050000001 30.305955500000003 59.882016200000002 59.932719750000011 30.434657650000002 59.863160500000006 6.5000000000000009 30.410108300000001 4.5000000000000009 30.468306550000005 1.5000000000000002 2.5000000000000004 59.904813200000007 1.5000000000000002 30.362552800000003 10.500000000000002 4.5000000000000009 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 9 -7 8 -5 10 -6 -12 13 28 -15 -16 17 18 19 26 27 -18 23 -22 -19 -20 -14 -17 29 -4
right_child=-2 2 12 4 5 6 -8 -9 -10 -11 11 -13 16 14 15 20 21 24 25 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.80599818559241643 66.286381343729659 -604.45746168019684 -13193.824476709908 -7403.0961216517862 -72948.123246217016 18837.231900645289 -6876.3128661340834 47710.618526785722 -53030.411945183732 -3418.0082655444589 -41672.832642886518 54600.319847470244 53649.350339084202 -66715.183648516686 140763.16661458334 35809.847870463709 27490.293617369189 -83918.13410692403 7678.1418596540188 139776.31495070687 -20339.610030241936 -983.46089204049122 126903.62504595588 118863.68854166668 -30358.182878275344 -58540.061866155665 -24806.775604538692 -40691.892025862071 -3626.8148877682893 165048.11517857143
leaf_weight=3633634 658145 5465 53 98 103 290 2859 21 182 97 38 21 36 37 30 62 215 51 56 21 31 15386 34 27 291 53 42 29 736 21
leaf_count=3633634 658145 5465 53 98 103 290 2859 21 182 97 38 21 36 37 30 62 215 51 56 21 31 15386 34 27 291 53 42 29 736 21
internal_value=0 -11.9196 -1764.44 -3832.27 -8588.26 -6595.88 -4508.28 -31146.6 -37060.9 -31977.5 -49077.9 -7406.12 -662.224 9231.6 38752.4 57073 -1311.56 -21748.9 5539.17 38634.3 43353.3 -591.059 74929.5 44461.9 -38345.2 -24519.7 11403.7 11430.2 120.249 37388.3
internal_weight=0 3.66002e+06 26385 9174 3709 3408 3149 301 280 259 162 59 17211 1060 250 213 16151 550 208 99 183 15601 92 58 342 109 78 91 810 74
internal_count=4318164 3660019 26385 9174 3709 3408 3149 301 280 259 162 59 17211 1060 250 213 16151 550 208 99 183 15601 92 58 342 109 78 91 810 74
is_linear=0
shrinkage=0.1


Tree=3978
num_leaves=31
num_cat=0
split_feature=5 2 0 3 5 2 5 1 2 4 2 3 5 5 0 5 1 2 3 2 1 3 6 3 1 5 3 3 3 5
split_gain=3.42397e+11 2.78294e+12 1.20006e+13 1.21535e+13 1.6603e+13 1.55947e+13 1.13019e+13 1.08408e+13 9.96883e+12 1.52441e+13 2.30747e+13 9.82222e+12 1.84885e+13 1.36201e+13 1.2113e+13 1.71183e+13 5.07768e+13 2.70189e+13 5.96032e+13 2.27918e+13 2.04989e+13 2.15962e+13 4.13009e+13 3.56482e+13 1.55353e+13 1.51274e+13 4.33607e+13 1.43257e+13 1.34717e+13 1.17696e+13
threshold=102.01000000000001 8.5000000000000018 44.893607100000004 17.500000000000004 109.05000000000001 11.500000000000002 142.05000000000004 44.660994650000006 19.500000000000004 2.5000000000000004 10.500000000000002 9.5000000000000018 110.05000000000001 161.85000000000002 43.465905150000005 116.06000000000002 37.792847950000002 14.500000000000002 13.500000000000002 11.500000000000002 39.630124250000001 16.500000000000004 1.5000000000000002 14.500000000000002 40.810045900000013 107.05000000000001 15.500000000000002 14.500000000000002 14.500000000000002 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 8 11 9 -6 -11 12 -3 -14 24 16 25 18 29 27 -17 22 -22 -24 -13 28 -27 -20 -16 -18
right_child=1 2 -4 4 6 -7 -8 -9 -10 10 -12 14 13 -15 15 20 17 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5193619433432231 147.76097257718752 -64817.527038043481 -443.72394565350709 -22477.849479166667 60134.815221774195 79912.845435049036 23527.004414708164 -3131.8554844678279 -59242.529345703129 -97825.793249932656 -1852.5427161175271 -105052.26880139802 73377.874286179314 -22354.448573369566 -44393.927175377161 -7253.4211069595403 31573.502707248263 -68627.817471590912 139179.37909226189 209603.51391369049 -10284.38169140625 25693.89566865809 -70395.385271739142 -200051.50913461539 -923.75883152173924 -91581.928721788208 72724.478163725755 20922.924687500003 -145678.67389322919 -42494.726331459606
leaf_weight=4209727 77067 23 29256 21 31 51 121 718 40 29 184 38 42 23 29 207 45 22 21 21 100 34 115 26 23 36 29 20 24 41
leaf_count=4209727 77067 23 29256 21 31 51 121 718 40 29 184 38 42 23 29 207 45 22 21 21 100 34 115 26 23 36 29 20 24 41
internal_value=0 -175.45 -969.486 -8245.6 5800.73 50048.9 -2065.61 -12338.5 -12969.5 -5383.76 -14919.3 -19531.5 12237.7 39503.4 -22895.8 -19497.6 -208.474 34774.2 50144.8 124885 -31023.1 -48915.1 -59440.9 -94303.6 -65790.7 -50607.2 -18276 81493.3 -90258.7 -3738.09
internal_weight=0 108437 31370 2114 477 72 405 1637 284 244 213 919 88 65 831 770 288 170 148 62 482 275 241 141 61 118 65 41 53 86
internal_count=4318164 108437 31370 2114 477 72 405 1637 284 244 213 919 88 65 831 770 288 170 148 62 482 275 241 141 61 118 65 41 53 86
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=31
num_cat=0
split_feature=2 5 4 0 0 5 5 5 6 2 5 2 0 1 0 1 0 1 0 1 0 6 1 5 0 0 1 5 5 5
split_gain=3.35913e+11 3.64435e+12 9.05342e+12 1.4791e+13 5.53094e+13 1.67145e+13 1.37213e+13 1.56196e+13 8.92202e+12 5.95295e+12 8.59571e+12 6.59762e+12 1.16767e+13 2.65498e+13 2.59457e+13 1.24125e+13 2.50572e+13 1.05647e+13 8.56466e+12 7.38868e+12 1.45404e+13 8.49658e+12 1.38559e+13 9.37593e+12 1.09911e+13 8.07431e+12 6.90952e+12 7.27688e+12 8.20549e+12 6.94154e+12
threshold=23.500000000000004 58.305000000000007 1.5000000000000002 55.030402950000003 55.046835900000012 60.005000000000003 64.805000000000021 71.00500000000001 1.5000000000000002 24.500000000000004 58.605000000000011 26.500000000000004 55.034903650000011 38.984911950000004 55.020029900000004 82.95335685000002 55.025681450000008 38.996948700000011 55.039751500000008 55.957851400000003 54.725565150000001 1.5000000000000002 39.704585000000002 142.05000000000004 47.155083450000006 45.013473000000012 60.695889550000011 61.405000000000008 62.995000000000012 63.145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 8 -8 -7 10 -4 12 13 -11 17 16 -16 -15 -14 21 -21 25 23 24 -23 -19 27 -13 -29 -30
right_child=1 2 9 4 5 6 7 -9 -10 11 -12 26 18 14 15 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-2.3530980662451242 -550.9892043620647 -10216.297205547258 50912.987650240393 173591.48343912762 87718.263362068974 -2266.2933112649357 99483.968572443177 10302.338437339909 -81900.658723958346 103155.38026620372 3741.4518326148318 15513.365382076876 -54182.733192567568 -59767.422552083328 169187.09375 -11523.942134232955 36748.223310546877 -31577.501902173914 -5780.840810072119 -85147.390802556823 -2667.7063251886484 45379.597690217393 45189.999029181985 -81796.111503906257 -42650.455320945948 31069.415171148838 58819.746741832387 -18331.388658728967 30092.792236889371 1338.4360045229114
leaf_weight=4287645 18487 153 39 24 29 34 22 183 24 27 4069 381 37 30 20 22 50 23 3062 22 751 23 34 25 37 195 22 208 87 2399
leaf_count=4287645 18487 153 39 24 29 34 22 183 24 27 4069 381 37 30 20 22 50 23 3062 22 751 23 34 25 37 195 22 208 87 2399
internal_value=0 330.589 1685.12 15305.4 27662.4 15668.3 7723.59 19873 -35218.4 1132.68 4189.28 -551.634 -3059.46 5061.62 2911.84 53995.9 74587.9 -1210.74 -6358.73 371.878 -5015.12 12728.4 -8762.85 -30344 -8905.6 24459.9 2977.29 2577.77 748.349 2344.72
internal_weight=0 30519 12032 469 316 292 263 205 58 11563 4108 7455 4358 1259 1232 92 70 1140 3099 1110 773 337 119 85 60 218 3097 3075 2694 2486
internal_count=4318164 30519 12032 469 316 292 263 205 58 11563 4108 7455 4358 1259 1232 92 70 1140 3099 1110 773 337 119 85 60 218 3097 3075 2694 2486
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=31
num_cat=0
split_feature=1 4 1 3 5 0 5 0 0 0 0 3 0 3 3 5 5 2 5 5 5 4 0 3 5 5 5 3 4 5
split_gain=3.3296e+11 4.40139e+12 4.16119e+12 3.63401e+13 9.16933e+13 8.13391e+13 7.33892e+13 7.01468e+13 1.02426e+14 8.97548e+13 8.19324e+13 1.06595e+14 1.9715e+14 7.45138e+13 7.40511e+13 6.26557e+13 7.71052e+13 1.13204e+14 7.2948e+13 5.26863e+13 5.25997e+13 6.39373e+13 5.23643e+13 2.30651e+14 1.52428e+14 1.03178e+14 7.13757e+13 4.65485e+13 3.93023e+13 3.81474e+13
threshold=30.332994000000003 7.5000000000000009 30.323743050000001 12.500000000000002 77.00500000000001 59.939091550000008 83.010000000000005 59.863160500000006 59.939091550000008 59.853570100000006 60.003414000000006 9.5000000000000018 59.982527000000012 11.500000000000002 5.5000000000000009 59.810000000000009 45.305000000000007 3.5000000000000004 45.985000000000007 88.015000000000015 54.710000000000008 1.5000000000000002 59.932719750000011 6.5000000000000009 60.310000000000009 37.505000000000003 39.505000000000003 13.500000000000002 2.5000000000000004 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 28 6 -6 9 22 13 11 12 15 -4 -11 16 17 -10 -18 -8 21 -20 26 24 -24 -25 -9 29 -5 -7
right_child=-2 -3 3 4 5 27 19 8 10 14 -12 -13 -14 -15 -16 -17 18 -19 20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=1.5624305742599798 -6.6734129566452856 -35343.632684151788 7147.1094239203703 -4301.6980025838138 185566.4268841912 148556.40150390627 -82696.454897836549 28604.54275990546 -69723.678447690225 3143.3764062499999 -3286.6163217697704 49137.823478970793 -64309.819729817711 76514.318639999561 129570.90130303377 8196.5600995813274 282257.15855978261 141717.37767578126 155402.16895089287 73760.801711328138 193049.77027901786 -16309.402880645219 -133370.73359375002 -89683.932301897323 197933.07331364331 -304173.49848484847 -15603.37734466566 2397.3021300083615 -31095.598174706865 30566.552900502873
leaf_weight=218174 4082379 35 1191 7761 51 40 26 433 69 70 1644 1032 300 178 137 383 23 40 35 125 35 57 21 70 41 33 2333 772 589 87
leaf_count=218174 4082379 35 1191 7761 51 40 26 433 69 70 1644 1032 300 178 137 383 23 40 35 125 35 57 21 70 41 33 2333 772 589 87
internal_value=0 115.543 120.808 1601.02 -2615.03 24510.6 81850.9 6505.13 1947.04 25446.1 13203.2 26936.4 2613.79 16166.4 86817.6 33886.5 71875.9 7869.37 118387 46821.1 88710.1 49015.7 -11947.5 -66673.5 85717.3 -158404 -8682.9 11626.5 -6191.71 67728.7
internal_weight=0 235785 235750 17576 9451 1101 202 8125 6549 1576 3618 1974 942 1369 207 642 259 109 150 151 127 92 2931 165 62 103 2766 899 8350 127
internal_count=4318164 235785 235750 17576 9451 1101 202 8125 6549 1576 3618 1974 942 1369 207 642 259 109 150 151 127 92 2931 165 62 103 2766 899 8350 127
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=31
num_cat=0
split_feature=3 0 4 4 0 1 5 5 0 0 0 1 5 5 4 5 0 3 5 1 5 5 1 5 5 1 0 1 4 1
split_gain=3.29661e+11 2.439e+12 5.1586e+12 4.8594e+12 5.52118e+12 5.72296e+12 5.07383e+12 6.63866e+12 5.93625e+12 9.65353e+12 9.87275e+12 1.49351e+13 2.01541e+13 6.1809e+12 4.76111e+12 7.32113e+12 4.60742e+12 4.51512e+12 4.47053e+12 4.2023e+12 4.00848e+12 3.40944e+12 1.02562e+13 9.51756e+12 1.30415e+13 6.99311e+12 6.82148e+12 6.00879e+12 5.84666e+12 6.48562e+12
threshold=2.5000000000000004 47.249522000000006 5.5000000000000009 2.5000000000000004 47.425481600000005 40.247294600000011 56.205000000000005 59.510000000000012 56.819808050000006 56.281985950000006 56.338501050000012 44.005491150000005 50.805000000000007 50.410000000000004 4.5000000000000009 67.990000000000023 45.005863250000004 1.5000000000000002 76.00500000000001 33.101335500000005 51.815000000000005 54.710000000000008 30.305955500000003 70.50500000000001 59.810000000000009 30.370618100000005 56.911498950000002 20.507360500000004 1.5000000000000002 30.468306550000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 21 5 14 8 -8 9 19 11 -11 -13 -12 15 20 -4 18 -17 -6 -5 27 23 24 26 -24 -23 -3 -27 -30
right_child=-2 3 16 4 6 -7 7 -9 -10 10 13 12 -14 -15 -16 17 -18 -19 -20 -21 -22 22 25 -25 -26 28 -28 -29 29 -31
leaf_value=-658.63491081136965 -4.5304823314039764 -41220.156934988845 7613.4965080492439 4662.0650200737846 -43866.280027173918 -40520.476934523816 7491.3843761527141 1544.0736539771783 -6792.2433562597553 12191.950352195458 18133.726410693129 28204.842639160157 156170.37127319336 -4113.149035165824 51421.936156412761 -18019.003799715909 68440.306298828131 -13043.674973081932 37626.952120535716 -995.82424581309806 26610.741187420281 64645.6484375 -49285.694199810612 70997.737096774203 -26321.298844401044 7935.1571690749252 10966.169980805496 227.31083328611331 38679.274899553573 -4540.72312082198
leaf_weight=29991 4205107 35 33 126 23 21 2159 14364 1394 108 211 32 20 306 30 22 20 156 42 3895 245 40 33 31 60 437 58 54787 35 4343
leaf_count=29991 4205107 35 33 126 23 21 2159 14364 1394 108 211 32 20 306 30 22 20 156 42 3895 245 40 33 31 60 437 58 54787 35 4343
internal_value=0 168.509 -603.55 447.933 1678.12 10822.2 1417.34 2321.19 -1076.27 657.808 11684.3 33391.8 77422.4 4966.33 12558.5 10585.7 30567 -3867.72 18498.7 -1247.49 19156.5 -27.9133 -2517.74 20336.1 10396.1 -3408.69 32876.2 200.85 -3094.27 -4195.2
internal_weight=0 113057 30044 83013 23154 642 22512 16523 5989 4595 677 160 52 517 621 591 53 220 64 3918 371 59859 5037 189 158 4848 98 54822 4815 4378
internal_count=4318164 113057 30044 83013 23154 642 22512 16523 5989 4595 677 160 52 517 621 591 53 220 64 3918 371 59859 5037 189 158 4848 98 54822 4815 4378
is_linear=0
shrinkage=0.1


Tree=3982
num_leaves=31
num_cat=0
split_feature=3 6 0 4 5 1 0 1 1 1 1 0 1 1 5 5 1 1 1 1 0 0 5 3 3 5 0 3 5 0
split_gain=3.24728e+11 2.73769e+12 1.1611e+13 2.62618e+13 2.38556e+13 1.91569e+13 1.36598e+13 2.04682e+13 4.3259e+13 1.35545e+13 1.80229e+13 1.14726e+13 6.12715e+13 1.73475e+13 3.49296e+13 1.11047e+13 1.42476e+13 1.74716e+13 1.61597e+13 1.54392e+13 1.89668e+13 1.86329e+13 1.63888e+13 1.99759e+13 1.53821e+13 2.20811e+13 1.46086e+13 2.01517e+13 2.15348e+13 2.83727e+13
threshold=4.5000000000000009 1.5000000000000002 44.039893800000009 1.5000000000000002 70.00500000000001 39.630124250000001 43.465905150000005 39.899261850000009 39.726951800000002 39.704585000000002 39.726951800000002 43.642715500000008 39.704585000000002 39.718803500000007 33.005000000000003 62.995000000000012 83.093115700000013 39.899261850000009 39.863684800000009 49.148175700000003 54.942865800000007 56.320495600000008 107.05000000000001 3.5000000000000004 3.5000000000000004 102.01000000000001 47.425481600000005 2.5000000000000004 83.010000000000005 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 -6 8 -8 -7 -11 12 -1 14 -14 -4 17 18 -17 21 -21 26 -22 -24 -20 -26 -19 -28 -29 -30
right_child=-2 -3 15 4 6 9 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 19 24 20 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=163558.35550130208 8.4234682106761376 -1.268394183139919 -1346.9811316466248 -107728.34676339287 12390.874161032743 44749.447265625 -29130.842441860466 -30553.360835208168 136289.35750000001 -67292.115816156918 -20928.547997338996 -15298.694001941571 79.722576032366078 387.85130766705521 155622.80563742897 1544.0906537391265 -21477.827784695692 11157.138926647556 19184.790102332747 -10145.670831479525 14992.026686072886 3176.9418987103631 -1571.3651238692437 -104618.7115625 -23613.937754103317 -122723.04362500001 -12851.88884662829 33723.408880021088 31666.422907714845 133282.41861152023
leaf_weight=24 3945856 336830 24592 28 344 28 43 237 25 94 776 338 42 1503 22 3945 229 248 71 608 1113 425 76 25 223 25 57 226 50 61
leaf_count=24 3945856 336830 24592 28 344 28 43 237 25 94 776 338 42 1503 22 3945 229 248 71 608 1113 425 76 25 223 25 57 226 50 61
internal_value=0 -89.275 -924.814 -6389.57 -15970.5 -26273.7 -1269.77 -16677.2 31685.4 -23733.9 -25937.9 1433.09 4987.68 2559.02 53547.7 -325.936 3075.52 3861.58 -206.479 9865.81 4271.5 19418.6 11492 -27078.1 -21855.4 -33604.8 30170.5 42138.3 51439.3 87509.4
internal_weight=0 372308 35478 3504 1575 926 649 305 68 898 870 1929 1591 1567 64 31974 7382 7153 4264 2889 1822 1067 1214 101 319 248 642 394 337 111
internal_count=4318164 372308 35478 3504 1575 926 649 305 68 898 870 1929 1591 1567 64 31974 7382 7153 4264 2889 1822 1067 1214 101 319 248 642 394 337 111
is_linear=0
shrinkage=0.1


Tree=3983
num_leaves=31
num_cat=0
split_feature=0 1 0 5 5 2 3 3 4 5 4 5 5 1 1 5 1 1 3 1 3 5 5 6 3 1 5 1 5 2
split_gain=3.59357e+11 8.05245e+12 6.66054e+12 1.39671e+13 1.47147e+13 1.43056e+13 1.9042e+13 1.43376e+13 2.70327e+13 1.35608e+13 1.21142e+13 2.61925e+13 3.09995e+13 6.06653e+13 4.80541e+13 4.57897e+13 2.49175e+13 2.8987e+13 2.71944e+13 2.74503e+13 2.17638e+13 2.13468e+13 3.96958e+13 3.64028e+13 2.08464e+13 2.23397e+13 1.99046e+13 1.86745e+13 2.99707e+13 4.02187e+13
threshold=44.039893800000009 39.188277450000008 43.642715500000008 38.010000000000012 35.985000000000007 10.500000000000002 13.500000000000002 5.5000000000000009 1.0000000180025095e-35 34.010000000000012 2.5000000000000004 65.045000000000016 69.610000000000014 42.09605220000001 39.630124250000001 67.00500000000001 39.969502550000009 39.694727950000008 5.5000000000000009 41.900971000000006 13.500000000000002 66.990000000000023 97.050000000000011 1.5000000000000002 3.5000000000000004 44.083877800000003 70.00500000000001 43.048525950000005 105.35000000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 -8 11 -5 13 14 -13 -16 17 -14 26 -20 -21 -12 24 -24 -23 -26 -18 28 -25 -30
right_child=-2 2 3 10 -6 -7 9 8 -10 -11 21 12 16 -15 15 -17 18 -19 19 20 -22 22 23 27 25 -27 -28 -29 29 -31
leaf_value=-37076.715232691276 -4.7692827352791989 -123.2239427244278 -2464.4585925999136 3889.4615794342317 -12490.698183087208 43182.341487418831 -52551.572493337473 43386.344905213278 2088.1078525513271 37157.66755371094 9492.1668719254794 35407.61304505814 -4691.7146891276043 11470.539191136855 102385.03489990236 292421.66830357141 63637.778525904607 -119605.50984375 149707.99386625746 43210.416316911083 -22858.199770507814 13770.746243995583 -34997.599076403603 52189.471603954087 -18972.55540361999 23117.946959731158 -14609.870593967016 57746.169970703129 -41983.113803498643 33956.27845744681
leaf_weight=58 4203278 97915 2822 6560 1123 77 107 211 637 20 1448 43 180 145 32 21 38 25 21 295 60 271 118 147 1732 136 225 140 138 141
leaf_count=58 4203278 97915 2822 6560 1123 77 107 211 637 20 1448 43 180 145 32 21 38 25 21 295 60 271 118 147 1732 136 225 140 138 141
internal_value=0 174.491 193.307 2025.81 -2411.83 509.839 -355.524 961.837 12364 -38424.1 3886.75 6269.93 20662.4 52294.3 113955 177683 11630.1 -18705.6 21362.2 38615.6 32043.9 -379.099 -5442.36 15527.4 -12148 -15908.2 -3304.13 26060.9 15647.9 -3605.14
internal_weight=0 114886 114828 16913 4997 3874 3797 3670 848 127 11916 7645 1085 241 96 53 844 205 639 376 355 4271 2823 684 2139 1868 263 566 426 279
internal_count=4318164 114886 114828 16913 4997 3874 3797 3670 848 127 11916 7645 1085 241 96 53 844 205 639 376 355 4271 2823 684 2139 1868 263 566 426 279
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=31
num_cat=0
split_feature=5 5 0 0 2 3 1 2 3 3 2 1 1 2 1 1 3 2 2 2 3 3 0 2 2 1 0 4 1 4
split_gain=3.40699e+11 3.25989e+12 1.47061e+13 1.56147e+13 1.23901e+13 2.60555e+13 1.93876e+13 4.02811e+13 1.78013e+13 2.05229e+13 1.75508e+13 1.14695e+13 1.17133e+13 2.38017e+13 1.74491e+13 2.97945e+13 2.34171e+13 1.78318e+13 2.10262e+13 2.02662e+13 2.3609e+13 1.59242e+13 1.43105e+13 1.41783e+13 1.37462e+13 1.32765e+13 1.40714e+13 1.30618e+13 1.24908e+13 1.1696e+13
threshold=98.020000000000024 99.555000000000021 59.932719750000011 59.939091550000008 4.5000000000000009 10.500000000000002 30.410108300000001 7.5000000000000009 8.5000000000000018 5.5000000000000009 2.5000000000000004 30.323743050000001 37.542000650000013 14.500000000000002 37.39371280000001 37.436176200000013 16.500000000000004 12.500000000000002 9.5000000000000018 3.5000000000000004 11.500000000000002 21.500000000000004 55.708120100000009 22.500000000000004 8.5000000000000018 37.214886200000009 50.565831500000009 3.5000000000000004 30.425002000000003 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 5 8 -6 -8 9 10 -5 29 13 14 17 -16 -17 18 19 20 25 27 -20 -14 -18 26 -13 -21 -28 -2
right_child=1 -3 3 4 6 -7 7 -9 -10 -11 -12 12 23 -15 15 16 24 -19 22 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=5.0555802480339755 -31142.215796780874 -52.411038696754225 61219.89209960938 -13647.381661184212 8809.7701838127923 -47793.399477635758 171393.94212239585 -8262.6714618389433 92354.281076388899 -66682.461397429448 88670.123515625004 91758.093270596597 -4484.044275662879 58172.172899816178 99318.925000000003 -20848.252515146683 128489.91242187501 -99836.715312500004 111751.59706250002 -53747.713857421877 -51489.781608072924 41899.590655048079 2453.164741847826 -59720.197506648932 12649.940773809525 102190.27641369047 25813.94346326463 12180.828758445947 -39781.98026413691 32213.618181818183
leaf_weight=4182669 249 129703 60 38 214 101 24 26 27 31 30 22 4125 85 45 98 20 20 25 160 48 26 23 47 21 21 94 37 42 33
leaf_count=4182669 249 129703 60 38 214 101 24 26 27 31 30 22 4125 85 45 98 20 20 25 160 48 26 23 47 21 21 94 37 42 33
internal_value=0 -156.063 -2477.2 13063.3 7178.61 -9952.51 21908.8 77972.5 20380.3 750.979 31492.7 -4111.02 -2995.46 8194.49 2143.06 28596 5700.13 -7253.37 -3535.16 -10246 10787.8 -31657.2 59379.4 -5106.31 69157.2 27487.9 17559.1 -41365.2 5556.38 -23728.2
internal_weight=0 135495 5792 551 491 227 264 50 126 99 68 5241 4959 787 702 184 139 518 498 450 227 223 48 4172 41 179 158 197 136 282
internal_count=4318164 135495 5792 551 491 227 264 50 126 99 68 5241 4959 787 702 184 139 518 498 450 227 223 48 4172 41 179 158 197 136 282
is_linear=0
shrinkage=0.1


Tree=3985
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 2 1 3 5 5 0 5 3 5 2 0 0 3 0 5 6 5 1 2 1 0 5 5 3 0
split_gain=3.11208e+11 4.04789e+12 3.05061e+13 3.61898e+13 3.50497e+13 5.07829e+13 2.65888e+13 3.10119e+13 3.46245e+13 6.5258e+13 3.36611e+13 2.55683e+13 2.24093e+13 2.19219e+13 5.6136e+13 5.76098e+13 2.13198e+13 5.9003e+13 2.63884e+13 2.02455e+13 2.00341e+13 1.94779e+13 2.18618e+13 2.81576e+13 5.74555e+13 8.20861e+13 3.55121e+13 3.16582e+13 2.52135e+13 3.8099e+13
threshold=39.011252750000004 39.036172050000012 45.053747000000008 5.5000000000000009 8.5000000000000018 6.5000000000000009 39.027779200000005 16.500000000000004 83.010000000000005 97.050000000000011 45.047272400000004 67.520000000000024 5.5000000000000009 80.00500000000001 10.500000000000002 45.040161900000008 54.940316550000006 11.500000000000002 55.734663800000007 73.405000000000015 1.5000000000000002 37.75500000000001 39.021425200000003 7.5000000000000009 39.016372550000007 45.055827000000008 60.905000000000008 89.00500000000001 12.500000000000002 45.098908000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 8 -8 -10 11 -9 -4 14 -13 19 21 -18 -19 -16 -12 -14 23 -23 -25 26 -26 -27 29 -24
right_child=1 -3 12 4 6 -7 7 10 9 -11 20 13 16 -15 15 -17 17 18 -20 -21 -22 22 28 24 25 27 -28 -29 -30 -31
leaf_value=36.581874545180838 -4373.3151890439322 1.2663730919107827 2007.5277098739498 18720.232191923427 -385.34074234910941 116322.87443426724 13456.406818207406 8787.1586726164514 104478.8362927667 -15705.745022500529 11688.463845429003 1588.7314689867426 374.24480290262136 18501.669075510294 126058.1836216518 3881.5689603365386 3444.0225934379337 134302.07757523149 23772.25836046007 248603.21583533657 -5821.2315192666574 -4575.6283215915491 5057.5741212339544 -841.14658729002576 40879.844440409346 68.7075513118549 104320.39605390625 119344.03198879078 -8001.8497185452961 -11423.968057468654
leaf_weight=1511504 5558 2723638 12200 659 7218 58 2613 987 116 74 855 66 12524 193 28 26 620 54 36 26 2772 7987 4103 3824 300 685 125 23 17161 2131
leaf_count=1511504 5558 2723638 12200 659 7218 58 2613 987 116 74 855 66 12524 193 28 26 620 54 36 26 2772 7987 4103 3824 300 685 125 23 17161 2131
internal_value=0 -19.7009 -707.557 2560.78 5016.95 26615.6 3982.74 8047.83 16453.4 57670.1 3290.94 16925.2 -1831.82 40619.2 69856.8 126178 -2776.69 14427.3 90090.1 185061 -1693.64 -3026.67 -4198.77 -901.275 5019.05 24797.9 59538.8 3943.47 -6023.21 -576.395
internal_weight=0 2.80666e+06 83022 21249 15691 717 14974 7756 2803 190 4953 1326 61773 339 146 80 49573 710 90 54 3627 48863 36339 12944 4957 1133 425 708 23395 6234
internal_count=4318164 2806660 83022 21249 15691 717 14974 7756 2803 190 4953 1326 61773 339 146 80 49573 710 90 54 3627 48863 36339 12944 4957 1133 425 708 23395 6234
is_linear=0
shrinkage=0.1


Tree=3986
num_leaves=31
num_cat=0
split_feature=3 1 1 2 3 6 2 5 5 5 2 5 5 5 5 5 5 5 5 5 5 6 0 2 0 5 5 2 0 0
split_gain=3.20203e+11 4.49758e+12 1.33135e+13 7.71647e+12 1.03834e+13 1.03107e+13 2.34557e+13 2.37985e+13 5.43022e+13 1.64503e+13 1.46533e+13 1.02848e+13 9.06172e+12 7.94542e+12 3.16699e+13 1.03373e+13 7.30498e+12 1.74274e+13 1.75111e+13 1.38283e+13 1.27107e+13 1.09162e+13 3.8141e+13 2.12526e+13 1.24518e+13 9.92503e+12 1.61327e+13 8.40714e+12 8.35601e+12 7.95973e+12
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 3.5000000000000004 14.500000000000002 1.5000000000000002 7.5000000000000009 70.00500000000001 67.990000000000023 102.01000000000001 4.5000000000000009 70.50500000000001 90.015000000000015 142.05000000000004 110.05000000000001 91.050000000000011 67.990000000000023 72.010000000000005 74.010000000000005 66.50500000000001 62.015000000000008 1.5000000000000002 54.725565150000001 8.5000000000000018 54.725565150000001 100.05000000000001 85.91500000000002 7.5000000000000009 54.708501450000007 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 4 13 9 7 8 10 -5 -7 -9 -6 14 15 -2 19 -18 27 20 -3 24 23 -23 28 26 -24 -19 -20 -21
right_child=1 2 -4 5 12 6 -8 11 -10 -11 -12 -13 -14 -15 -16 -17 17 18 21 29 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-30.169143020970594 13809.532167232066 -2210.1610636232972 27.306464049736718 2253.4550354121375 -8170.7977607295197 12747.273727101294 2453.8721254981824 -111716.21363636365 134266.93798076923 58779.361636117792 -40612.337853422621 -40063.803626905166 60710.111171875003 -45681.49042119566 125081.26935351564 -22474.873583984376 -36338.777125147099 19432.755396205361 -10646.637301136365 7700.7449831889462 -16239.995621284328 36315.722348470823 -30227.99199916295 -18567.735521079008 2109.5400032874381 13922.9011328125 -116030.85538194445 100707.64554687501 -58384.590724653768 59638.239339717751
leaf_weight=1938624 1203 2539 2366053 5196 424 87 937 22 26 52 126 224 20 23 25 84 239 35 55 613 866 211 56 106 101 20 36 20 110 31
leaf_count=1938624 1203 2539 2366053 5196 424 87 937 22 26 52 126 224 20 23 25 84 239 35 55 613 866 211 56 106 101 20 36 20 110 31
internal_value=0 24.579 16.3722 2327.69 8179.38 766.943 -6786.2 -24637.6 -2164.02 2813.54 -18817.6 -46471.7 -5068.05 12585.3 13606.7 11441.3 -5118.81 -12823.5 -5329.99 -3236.87 -5778.4 -9628.47 240.133 17963.5 -25544.4 -49923.4 -63803 48987.3 -42471.9 10200.8
internal_weight=0 2.37954e+06 2.37109e+06 8449 1779 6670 1422 485 239 5248 213 246 444 1335 1312 1287 5038 989 750 4049 3405 695 429 317 266 112 92 55 165 644
internal_count=4318164 2379540 2371091 8449 1779 6670 1422 485 239 5248 213 246 444 1335 1312 1287 5038 989 750 4049 3405 695 429 317 266 112 92 55 165 644
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=31
num_cat=0
split_feature=5 0 0 2 0 2 0 1 1 4 1 3 1 1 1 5 1 5 1 0 5 5 3 3 4 5 3 1 1 1
split_gain=3.21116e+11 2.42491e+12 1.90829e+13 9.07228e+12 8.743e+12 1.19679e+13 2.40988e+13 1.1795e+13 2.18184e+13 2.56653e+13 3.01698e+13 1.6381e+13 3.73991e+13 4.46026e+13 3.00023e+13 5.87601e+13 2.26745e+13 2.21616e+13 2.20377e+13 3.12048e+13 3.15765e+13 3.9917e+13 2.70705e+13 2.02503e+13 2.27284e+13 1.94207e+13 1.9277e+13 3.47899e+13 3.13628e+13 5.36174e+13
threshold=87.395000000000024 53.719078300000007 53.516665650000007 3.5000000000000004 54.811549550000009 16.500000000000004 54.762542150000009 35.911716050000003 56.135466100000009 2.5000000000000004 37.914142000000005 11.500000000000002 55.912026600000011 49.323301500000007 56.022377500000012 116.06000000000002 56.022377500000012 100.05000000000001 55.957851400000003 54.725565150000001 120.05000000000001 107.05000000000001 16.500000000000004 15.500000000000002 3.5000000000000004 100.05000000000001 8.5000000000000018 39.767857750000005 39.630124250000001 39.753614400000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -3 9 10 -9 12 13 26 -14 17 18 -16 -13 22 21 25 -20 24 -18 -21 28 -28 -11 -30
right_child=1 4 3 -5 -6 6 -8 8 -10 11 -12 16 14 -15 15 -17 23 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=6.6580316861282896 -456.54504448232467 -236.90269438168508 -4076.5526117742629 -31271.196740836454 -89.293113065883077 -29924.811590419671 54981.283894230779 80282.422390624997 -2178.2197568006013 6830.2115988212727 -36721.731788782919 12956.134809390589 48755.550055519387 -17061.577762865039 -3142.9239738913147 105397.65015399331 46289.339568865747 -94864.834320494192 -54997.606888950897 30786.949762228262 -44692.474062499998 132454.46611607142 -495.60566758813331 80966.315089285723 -63466.44232219828 -64911.852944711543 36279.969166605741 -23364.734829816123 176427.10716145835 40933.16657157358
leaf_weight=4075234 73280 4771 210 295 158505 234 39 25 1900 228 186 686 540 438 68 38 54 43 210 115 65 35 161 70 29 26 187 205 33 254
leaf_count=4075234 73280 4771 210 295 158505 234 39 25 1900 228 186 686 540 438 68 38 54 43 210 115 65 35 161 70 29 26 187 205 33 254
internal_value=0 -111.691 -590.048 -19962.5 96.9799 2871.9 -17795.4 3416.15 6530.64 11007.6 -22858.7 13058 18848.7 9143.51 37794.2 -1931.52 4940.76 -38674.8 648.925 -13146.4 14870.1 36867.6 -31345.8 41351.2 7940.93 13140.4 21798.2 5088.22 34517.3 56512.6
internal_weight=0 242930 73785 505 169145 10640 273 10367 5596 3696 211 3485 2034 1345 689 149 1451 111 1298 612 241 176 371 153 83 141 907 392 515 287
internal_count=4318164 242930 73785 505 169145 10640 273 10367 5596 3696 211 3485 2034 1345 689 149 1451 111 1298 612 241 176 371 153 83 141 907 392 515 287
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=31
num_cat=0
split_feature=0 0 6 1 1 3 1 5 2 1 3 5 2 5 5 3 2 2 1 5 2 1 5 5 5 3 3 5 1 2
split_gain=3.19879e+11 1.45623e+13 4.32015e+13 5.03951e+13 2.17093e+14 6.56515e+13 4.85866e+13 4.53601e+13 3.32164e+13 3.0749e+13 3.03303e+13 3.00631e+13 2.99871e+13 6.04393e+13 2.94453e+13 2.77471e+13 5.16937e+13 5.89125e+13 5.81658e+13 2.68586e+13 2.59595e+13 2.98506e+13 2.50717e+13 2.36808e+13 2.40278e+13 2.61049e+13 6.04422e+13 5.76018e+13 3.48644e+13 4.31733e+13
threshold=59.882016200000002 59.896318000000008 1.5000000000000002 30.434657650000002 30.425002000000003 18.500000000000004 30.451272450000005 55.005000000000003 15.500000000000002 30.410108300000001 22.500000000000004 93.00500000000001 9.5000000000000018 49.505000000000003 69.610000000000014 9.5000000000000018 3.5000000000000004 7.5000000000000009 30.332994000000003 65.50500000000001 4.5000000000000009 30.323743050000001 101.05000000000001 38.010000000000012 123.15000000000002 12.500000000000002 9.5000000000000018 47.815000000000005 30.315880100000005 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 10 -5 15 -10 -7 -12 -6 -14 -8 16 -2 18 20 -11 -18 -22 -13 -4 25 26 -25 -28 -27 -30
right_child=1 -3 23 5 12 6 14 -9 9 19 11 22 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=7.9222475659973304 -22184.182259114586 50.156250871565192 1225.6265225225623 1132.6236994519211 59308.342060230396 -60809.500103574806 7860.2027592567656 45179.013923263556 -6550.2341406561009 40172.450826411194 -18696.66895467191 79532.1596528152 89248.276722005219 263086.33216145838 87195.093588952848 -3705.3220762024353 117405.28621400984 -41956.748584692032 -92701.470108695663 160550.68156250002 111034.90309895834 26359.112049057905 -28619.26932732077 -12450.996181569943 72020.750461647738 5302.6297897988188 -21727.618070805183 69210.070035981364 -33883.992147542594 19753.142738205232
leaf_weight=3980885 192 321892 1553 868 216 165 261 320 157 253 2377 58 120 24 57 3615 89 69 23 20 60 136 34 2366 33 376 111 187 1480 167
leaf_count=3980885 192 321892 1553 868 216 165 261 320 157 253 2377 58 120 24 57 3615 89 69 23 20 60 136 34 2366 33 376 111 187 1480 167
internal_value=0 -93.5058 -3098.88 1297.1 8081.12 -6853.55 -14842.2 12997 2245.56 28712.2 -19299.8 -16525.8 82873.5 118221 22080.6 -474.486 20051.8 41561.9 60272.3 48991.4 72617.6 52280.3 39563.2 -9485.76 -13010.1 -13608.8 -7105.31 35337.3 -22172.9 -28445.4
internal_weight=0 337279 15387 9114 4974 4140 2952 1188 4614 430 2634 2469 360 144 318 4184 569 377 308 273 285 196 92 6273 4720 4687 2664 298 2023 1647
internal_count=4318164 337279 15387 9114 4974 4140 2952 1188 4614 430 2634 2469 360 144 318 4184 569 377 308 273 285 196 92 6273 4720 4687 2664 298 2023 1647
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=31
num_cat=0
split_feature=5 3 5 1 0 0 3 1 0 0 3 5 3 1 6 1 4 0 5 2 5 5 0 3 0 0 5 5 0 0
split_gain=3.34411e+11 3.83594e+12 1.30387e+13 9.28247e+12 1.74533e+13 3.15805e+13 1.45691e+13 9.82551e+12 2.34435e+13 2.37562e+13 5.51361e+13 2.23297e+13 2.81502e+13 1.68058e+13 2.17607e+13 1.41242e+13 1.39934e+13 2.11002e+13 2.16636e+13 1.52794e+13 1.28204e+13 1.48754e+13 1.23604e+13 1.12769e+13 2.37086e+13 2.13057e+13 9.01257e+12 1.30174e+13 1.08357e+13 1.66096e+13
threshold=36.715000000000011 15.500000000000002 35.985000000000007 30.451272450000005 57.945214300000011 57.265292900000006 18.500000000000004 30.346469350000003 59.963407450000012 59.916647550000008 16.500000000000004 36.005000000000003 17.500000000000004 30.388336800000001 1.5000000000000002 30.226173900000003 1.0000000180025095e-35 59.990816400000007 33.805000000000007 11.500000000000002 35.305000000000007 35.005000000000003 60.003414000000006 17.500000000000004 59.939091550000008 60.003414000000006 36.515000000000008 34.605000000000011 59.982527000000012 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 15 9 13 -11 16 -13 -9 -15 -3 -10 18 19 -18 21 -17 -14 -22 -25 -26 27 28 -8 -30
right_child=-2 3 -4 4 -6 -7 26 8 11 10 -12 12 22 14 -16 20 17 -19 -20 -21 23 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-38.936508818249898 14.625624573031445 8006.6028679113151 -1595.5246189603506 148.82486280827644 -3671.0789619515704 16247.665760419577 -3775.3245888728525 25109.988032628316 -1287.6137526042548 81355.681362102448 -14185.069506835938 636.71194479695441 -86188.039619006857 19966.644918433656 -29253.738700298931 -3792.7010099895265 21626.280567089598 483.46516149843603 7452.8427594186305 54444.724326413816 740.16182336487236 -36703.010015785534 -11650.585186767579 3440.9115572684154 100781.57832351435 -18153.595585937503 -11712.821334916851 4066.8849487620582 9055.8777424818854 -463.27995722898208
leaf_weight=646463 3383571 2228 58699 176130 12061 1227 6959 474 1383 169 94 197 73 188 172 2316 393 987 667 222 447 146 32 140 61 20 587 8598 2189 11271
leaf_count=646463 3383571 2228 58699 176130 12061 1227 6959 474 1383 169 94 197 73 188 172 2316 393 987 667 222 447 146 32 140 61 20 587 8598 2189 11271
internal_value=0 -52.9501 -168.51 302.225 9.8804 260.201 1686.16 4904.17 8068.53 21002.7 47208 4480.07 -21652.7 12738.9 -3549.76 1921.12 6641.1 11473.8 19935.2 33472.9 -2410.66 -5744.33 -63471.9 9876.02 28354.4 71414.9 554.684 802.849 -571.565 1084.82
internal_weight=0 934593 705162 229431 189418 177357 40013 10409 5051 1097 263 3954 302 834 360 5358 3652 2269 1282 615 3130 2462 105 668 221 81 29604 29017 20419 13460
internal_count=4318164 934593 705162 229431 189418 177357 40013 10409 5051 1097 263 3954 302 834 360 5358 3652 2269 1282 615 3130 2462 105 668 221 81 29604 29017 20419 13460
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=31
num_cat=0
split_feature=0 6 0 1 1 3 0 3 3 5 3 4 5 3 3 3 2 1 5 5 3 5 5 4 5 2 1 3 0 3
split_gain=4.15532e+11 1.07398e+13 1.79812e+13 4.86087e+13 1.62587e+14 9.35583e+13 4.41977e+13 3.46817e+13 6.95276e+13 4.80602e+13 3.78583e+13 3.42444e+13 3.19253e+13 3.62862e+13 8.38252e+13 7.90402e+13 7.81154e+13 6.0638e+13 6.60202e+13 1.28771e+14 4.852e+13 4.08503e+13 3.83836e+13 3.65906e+13 3.60684e+13 3.53145e+13 3.38333e+13 6.14758e+13 6.58408e+13 6.33056e+13
threshold=59.939091550000008 1.5000000000000002 59.963407450000012 30.243224600000001 30.226173900000003 10.500000000000002 59.950068600000009 18.500000000000004 22.500000000000004 48.510000000000012 14.500000000000002 1.5000000000000002 112.04500000000002 17.500000000000004 16.500000000000004 18.500000000000004 15.500000000000002 30.315880100000005 62.385000000000012 59.245000000000012 20.500000000000004 32.475000000000001 78.710000000000022 1.5000000000000002 72.705000000000013 3.5000000000000004 30.332994000000003 9.5000000000000018 59.950068600000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 11 7 10 9 -9 -2 -6 13 14 26 16 17 -15 19 21 22 -19 -17 -16 -20 -23 27 28 -5 -29
right_child=1 -3 -4 12 5 -7 -8 8 -10 -11 -12 -13 -14 15 23 20 -18 18 24 -21 -22 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=7.6790496826414785 38088.422085792052 358.51916484564481 -465.27118294419336 -32794.642569937358 127414.9703804348 47475.207347705698 -58648.241803728073 40533.064391447377 -3643.4484772538717 199576.55592105264 -5223.49972173265 289599.0058333333 28281.56714710909 -50545.127671461843 -23892.900708358255 -19303.208324969841 -90753.392678052332 -67621.736093750005 165346.53283227849 -119713.48338068182 3399.001215686525 151080.55613425927 -96779.160089730532 -80797.823859883138 49748.952934451227 55595.350213845813 237.51917971634973 -71246.057131009497 10906.192560852898 -20534.021943553918
leaf_weight=4068831 235 161541 76483 492 23 79 114 38 113 38 1429 30 238 52 209 873 43 20 79 44 1672 54 69 246 41 137 2031 296 1152 1462
leaf_count=4068831 235 161541 76483 492 23 79 114 38 113 38 1429 30 238 52 209 873 43 20 79 44 1672 54 69 246 41 137 2031 296 1152 1462
internal_value=0 -125.313 -1015.59 -4737.37 8995.72 116432 1785.95 5503.97 46097.7 120055 893.268 219217 -7867.21 -8826.12 -13428.7 -38.8804 37715.8 50653 64685.8 35902.3 -6827.21 68353 -24978.2 -54659.1 125851 82591.2 -9975.74 -16073.1 -2172.16 -29072.6
internal_weight=0 249333 87792 11309 2099 132 1967 1853 189 76 1664 53 9210 8972 5888 3084 470 427 375 255 2614 211 942 455 120 191 5433 3402 1644 1758
internal_count=4318164 249333 87792 11309 2099 132 1967 1853 189 76 1664 53 9210 8972 5888 3084 470 427 375 255 2614 211 942 455 120 191 5433 3402 1644 1758
is_linear=0
shrinkage=0.1


Tree=3991
num_leaves=31
num_cat=0
split_feature=0 5 5 1 4 5 4 5 1 1 5 2 2 5 3 5 5 4 5 2 2 2 5 5 1 5 3 5 1 5
split_gain=3.65233e+11 1.72405e+12 3.21458e+12 5.16624e+12 8.92205e+12 6.78749e+12 5.90584e+12 1.13588e+13 7.39074e+12 1.96297e+13 1.19413e+13 1.04099e+13 9.87311e+12 9.47689e+12 5.7673e+12 1.1716e+13 9.94607e+12 6.71874e+12 5.65645e+12 9.10833e+12 1.02691e+13 7.62419e+12 6.52031e+12 6.31244e+12 5.60545e+12 1.17862e+13 8.12298e+12 1.69812e+13 2.05943e+13 1.83569e+13
threshold=61.785186750000001 32.005000000000003 45.305000000000007 114.17164950000002 1.0000000180025095e-35 47.415000000000006 2.5000000000000004 91.050000000000011 40.810045900000013 53.243495500000009 80.00500000000001 2.5000000000000004 4.5000000000000009 123.15000000000002 4.5000000000000009 86.02500000000002 75.750000000000014 3.5000000000000004 52.405000000000008 5.5000000000000009 1.5000000000000002 6.5000000000000009 59.510000000000012 61.405000000000008 59.76223980000001 54.990000000000002 10.500000000000002 67.00500000000001 34.359746700000009 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 24 11 10 -10 -8 -11 -13 15 16 -7 -17 19 20 -16 -21 -20 -24 26 -26 27 -6 -29 -30
right_child=1 2 3 5 6 14 8 -9 9 12 -12 13 -14 -15 18 17 -18 -19 22 21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=2.4198534714044935 -2289.3987080504594 1526.2202200615263 54804.055259486602 19278.949175642327 -1719.9703967176702 -5866.7238567601853 -3644.8508674373697 -57720.858816606575 -17908.701781911554 3128.9462132030317 -84261.368149750808 7547.3294108418595 -6896.4534424488857 57995.674095555361 -45240.857050781255 -79800.387147177418 39548.309551886799 -17429.787552584134 20639.563013108007 -64708.152752976195 20396.6804110823 -9876.0232192993171 -18986.38180041614 6006.6183684267899 -3544.9478249228991 -22286.947918151185 -15877.608342136997 -49496.957967122398 136842.15706263951 32900.202728888697
leaf_weight=4288474 3969 8607 28 239 4277 535 1108 39 419 2929 29 1854 1478 38 30 31 53 39 281 42 116 64 111 1128 1278 455 379 24 21 89
leaf_count=4288474 3969 8607 28 239 4277 535 1108 39 419 2929 29 1854 1478 38 30 31 53 39 281 42 116 64 111 1128 1278 455 379 24 21 89
internal_value=0 -349.528 -50.1868 -842.996 -1589.83 3199 -1699.36 -3913.77 150.54 -2260.68 -22203.9 4052.7 -233.328 8560.56 1617.48 -6377.22 -1773.19 -45051.1 4586.16 -9289.76 6909.52 -31602 6886.64 3767.54 -3592.07 -8465.67 -1828.82 -621.727 34431.9 52743.7
internal_weight=0 29690 25721 17114 14445 2669 14417 6562 7855 4855 448 3000 4407 1892 2430 658 588 70 1772 252 146 106 1520 1239 6523 1733 4790 4411 134 110
internal_count=4318164 29690 25721 17114 14445 2669 14417 6562 7855 4855 448 3000 4407 1892 2430 658 588 70 1772 252 146 106 1520 1239 6523 1733 4790 4411 134 110
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=31
num_cat=0
split_feature=5 2 3 6 3 3 0 1 0 5 1 3 0 1 1 3 0 5 1 3 1 5 4 0 5 5 1 3 1 3
split_gain=3.39056e+11 2.70328e+12 1.50398e+13 1.79853e+13 4.09844e+13 2.78481e+13 2.42056e+13 1.98567e+13 2.94003e+13 2.88935e+13 1.85164e+13 7.62933e+13 7.55062e+13 4.25705e+13 3.78729e+13 3.05103e+13 2.60907e+13 4.00056e+13 3.09609e+13 3.12946e+13 4.56066e+13 2.66251e+13 2.52493e+13 3.02124e+13 3.01141e+13 2.51993e+13 2.30133e+13 2.19585e+13 3.62604e+13 4.44489e+13
threshold=42.005000000000003 2.5000000000000004 5.5000000000000009 1.5000000000000002 8.5000000000000018 24.500000000000004 45.098908000000009 61.880021000000006 55.020029900000004 76.730000000000018 30.346469350000003 11.500000000000002 59.846652800000008 37.314272700000011 37.39371280000001 24.500000000000004 59.950068600000009 95.020000000000024 30.315880100000005 10.500000000000002 30.278357500000002 73.405000000000015 1.5000000000000002 59.904813200000007 54.410000000000004 90.015000000000015 30.315880100000005 18.500000000000004 30.323743050000001 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -5 -6 -4 -9 -10 11 12 -8 -12 -15 27 17 22 19 20 -18 -22 24 26 -14 -17 -24 -13 -29 -30
right_child=1 -3 3 5 6 -7 10 8 9 -11 13 15 16 14 -16 25 18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=36.506968707121111 277.22401080861067 35.699760100999917 -8337.3881209867759 -1065.1012836222656 8094.9126217928178 -10659.426414389281 -160.98305549864904 -30294.551179199218 37623.827292494745 -4388.2651871019107 9341.1115309173038 4699.2115665346837 -33762.968674634853 -26183.979824731767 551.66562521150365 22560.078381099658 -5484.6062444004447 15641.689962677909 -39301.367291165283 -68932.359976562497 139096.48767625762 11209.449913194445 -54061.588738628772 -85103.887033391584 95441.166201171873 129914.80203804349 14847.52699250252 -7315.178943532921 -173721.90385416668 -2974.4841481854837
leaf_weight=1600872 336476 2044665 7050 217308 4421 3068 1411 160 342 314 5651 3452 184 533 89468 443 218 101 323 50 41 27 222 285 20 23 62 913 30 31
leaf_count=1600872 336476 2044665 7050 217308 4421 3068 1411 160 342 314 5651 3452 184 533 89468 443 218 101 323 50 41 27 222 285 20 23 62 913 30 31
internal_value=0 -21.5078 -195.408 -668.498 340.677 -1198.67 848.661 -6628.06 8140.08 17514.4 539.102 -4134.31 -16853.8 921.956 393.333 3520.28 -32218.2 -43546.3 -17194.2 4057.59 16818.1 88317.8 -51279.8 -62101.5 -21095.9 27858.7 -39018 957.762 -12302.5 -86948.6
internal_weight=0 2.71729e+06 672627 336151 115775 220376 107909 7866 816 656 103488 7836 2944 95652 90001 4892 1533 874 659 336 286 68 773 569 204 466 284 4426 974 61
internal_count=4318164 2717292 672627 336151 115775 220376 107909 7866 816 656 103488 7836 2944 95652 90001 4892 1533 874 659 336 286 68 773 569 204 466 284 4426 974 61
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=31
num_cat=0
split_feature=1 0 0 1 5 6 3 3 5 3 1 3 5 5 2 1 4 5 3 2 2 3 1 3 3 5 3 1 5 1
split_gain=4.45868e+11 4.04926e+12 3.89145e+13 3.34824e+13 3.76167e+13 3.2168e+13 5.84808e+13 3.12986e+13 3.01335e+13 3.6662e+13 1.02636e+14 4.36029e+13 3.59932e+13 7.09042e+13 3.20322e+13 3.13629e+13 1.57563e+14 6.76905e+13 4.79185e+13 2.86226e+13 2.64785e+13 2.55635e+13 2.67392e+13 3.51011e+13 2.64981e+13 3.58244e+13 2.52356e+13 2.42466e+13 4.37298e+13 3.61776e+13
threshold=30.332994000000003 59.963407450000012 59.982527000000012 30.434657650000002 80.815000000000012 1.5000000000000002 8.5000000000000018 5.5000000000000009 56.835000000000008 13.500000000000002 30.370618100000005 23.500000000000004 110.05000000000001 128.92000000000004 1.5000000000000002 30.410108300000001 2.5000000000000004 85.020000000000024 16.500000000000004 4.5000000000000009 8.5000000000000018 5.5000000000000009 30.346469350000003 8.5000000000000018 11.500000000000002 54.990000000000002 5.5000000000000009 30.410108300000001 59.245000000000012 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -6 21 12 -11 14 19 -14 -12 -16 17 -17 -18 -10 -8 -7 23 -23 25 -24 -21 29 -29 -22
right_child=1 2 -4 4 7 8 20 -9 9 10 11 -13 13 -15 15 16 18 -19 -20 26 27 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=133.70643824404081 10.556870740193865 -146465.6935825893 -15.032120084394819 7422.7567337820474 -3113.4077734375005 4868.6522563913632 -7133.3715025899 156354.81931152343 -29813.968034638554 -118974.95614536831 56717.748919677739 64570.913070913462 173818.39116379313 -70930.111562499995 -46936.012331371567 -34139.123040956438 54468.76575838415 -240269.49940476191 230124.30050000001 -51828.793762807385 5933.3790981171669 -73377.940803328805 -27657.570611917065 66414.656569169209 -8276.8649625683083 -163332.56513671877 18572.353343141232 2951.8721301269534 -70942.200936741516 44782.174930684552
leaf_weight=235785 3949339 28 121169 856 20 1106 3406 32 498 133 40 52 29 20 527 66 41 21 25 61 1481 23 723 82 1524 20 308 360 103 286
leaf_count=235785 3949339 28 121169 856 20 1106 3406 32 498 133 40 52 29 20 527 66 41 21 25 61 1481 23 723 82 1524 20 308 360 103 286
internal_value=0 -7.72245 -550.351 -6014.42 12439.4 -7542.84 -2303.43 95020.9 -13143.1 -23564.8 -37839.9 -23861.9 -9461.24 73921 -30248.7 -35364.4 4493.37 -83894.7 121005 -14173.7 -1587.22 -7686.6 -13540.8 35793.4 -15825.8 -31309.7 6934.22 6883.71 -13486.8 12221.3
internal_weight=0 4.08238e+06 133040 11871 908 10963 5664 52 5299 1821 905 772 916 49 720 680 153 87 66 867 5636 3478 2372 105 2267 743 369 2230 463 1767
internal_count=4318164 4082379 133040 11871 908 10963 5664 52 5299 1821 905 772 916 49 720 680 153 87 66 867 5636 3478 2372 105 2267 743 369 2230 463 1767
is_linear=0
shrinkage=0.1


Tree=3994
num_leaves=31
num_cat=0
split_feature=2 1 1 5 5 5 3 3 0 2 5 5 0 5 0 3 5 0 0 4 3 0 2 0 1 2 5 1 0 0
split_gain=4.32384e+11 5.44079e+12 1.21713e+13 4.25281e+13 2.18697e+13 2.06124e+13 2.98024e+13 4.31749e+13 4.8274e+13 3.10954e+13 2.9959e+13 4.08703e+13 3.23154e+13 2.91359e+13 4.22647e+13 2.69989e+13 4.41292e+13 4.36887e+13 3.75485e+13 3.38995e+13 2.49366e+13 2.15669e+13 2.1271e+13 2.15346e+13 2.17628e+13 2.0365e+13 2.61501e+13 2.39396e+13 1.91892e+13 4.82808e+13
threshold=4.5000000000000009 37.328003200000005 37.457850350000008 48.035000000000004 86.02500000000002 102.01000000000001 4.5000000000000009 9.5000000000000018 55.601678500000013 3.5000000000000004 109.05000000000001 104.75000000000001 54.864040150000001 118.33500000000002 55.885524800000006 17.500000000000004 112.04500000000002 55.806974650000008 55.806974650000008 3.5000000000000004 20.500000000000004 44.893607100000004 1.5000000000000002 55.826364100000013 37.417247200000006 3.5000000000000004 142.05000000000004 37.436176200000013 55.664473600000008 55.727011600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 28 22 13 10 -9 15 11 -8 21 -7 -15 16 17 -10 -17 -20 -11 -12 23 -6 -25 26 27 -14 -5 -30
right_child=-2 2 -4 4 5 6 7 8 9 20 12 -13 25 14 -16 18 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=465.00525182043503 -29.782022527794751 1349.396113081546 9.1433351842319937 -3914.6917950212942 -1021.3168599830484 -18307.428543982875 -62990.176733398439 -86428.223760190231 41423.479419642856 14319.50277777778 -53966.144161184217 100915.80533405172 -178316.96978236607 27242.981403459824 193595.97313988095 -19379.99265625 91410.511922554346 -120240.38521728516 221009.17632211541 52346.334232954548 -118980.16195652174 61696.881808035716 16373.60335750901 -14192.27865513393 -145472.49755434782 -37616.915903501162 -35020.133705582157 -55204.999582741482 -30949.60370382313 -7177.2644996304916
leaf_weight=255537 2289827 19279 1736839 8562 212 65 32 46 35 36 38 29 56 56 21 20 46 32 26 22 23 28 1188 28 23 54 31 22 1034 4917
leaf_count=255537 2289827 19279 1736839 8562 212 65 32 46 35 36 38 29 56 56 21 20 46 32 26 22 23 28 1188 28 23 54 31 22 1034 4917
internal_value=0 33.6215 -28.5595 -1849.53 -5546.45 3819.37 -10038.8 -20154.5 7414.44 25401 -47343.2 14932.3 -63931.9 30993.9 72612 45951.8 15991.3 -35789.1 95739.1 143705 -37644.8 -4896.98 10676.8 -15056.2 -73397.1 -87835.6 -112715 -143593 -6946.19 -11307.8
internal_weight=0 2.02834e+06 1.7728e+06 35961 16682 2169 718 576 286 240 290 61 229 142 77 181 113 67 68 48 59 66 1451 263 51 163 109 78 14513 5951
internal_count=4318164 2028337 1772800 35961 16682 2169 718 576 286 240 290 61 229 142 77 181 113 67 68 48 59 66 1451 263 51 163 109 78 14513 5951
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=31
num_cat=0
split_feature=3 0 0 5 3 3 5 5 0 2 1 3 1 5 1 5 1 4 5 5 5 3 0 0 4 3 1 1 2 0
split_gain=3.81955e+11 2.50804e+12 1.12459e+13 1.53802e+13 2.7441e+13 1.49193e+13 1.38213e+13 1.06701e+13 3.90728e+13 4.02183e+13 2.93732e+13 2.90651e+13 3.00623e+13 4.30452e+13 2.71432e+13 2.22314e+13 1.43313e+13 1.32874e+13 2.14887e+13 1.43401e+13 1.9246e+13 3.66625e+13 2.41799e+13 1.84314e+13 1.47492e+13 1.39452e+13 1.31929e+13 1.94636e+13 4.76012e+13 5.16844e+13
threshold=4.5000000000000009 45.022371150000005 45.03656895000001 116.06000000000002 3.5000000000000004 2.5000000000000004 44.905000000000008 72.010000000000005 45.013473000000012 1.5000000000000002 38.969379750000009 2.5000000000000004 38.969379750000009 82.00500000000001 39.003296000000006 78.010000000000005 37.275078000000001 2.5000000000000004 93.00500000000001 107.05000000000001 116.06000000000002 3.5000000000000004 44.893607100000004 44.874285750000006 3.5000000000000004 3.5000000000000004 45.148007750000012 39.726951800000002 1.5000000000000002 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 5 -5 -3 -1 15 10 -10 -11 13 -13 -14 16 -9 18 -17 25 21 24 23 -22 -21 -19 27 28 29 -20
right_child=-2 2 -4 4 -6 -7 -8 8 9 11 -12 12 14 -15 -16 17 -18 19 26 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-10.412306077219862 9.1355976502889913 -1013.0499278991655 -122.91596914973383 49533.030812500001 116207.19827586209 -58660.995943509617 -11822.548950986815 79320.744479092697 164736.91468750002 -72126.284090909103 51410.778407426318 204151.49126953125 -74797.82457682291 32836.052897727277 31306.037520066355 -23692.450159278913 12557.784129396872 593.47813053742948 191539.04531250001 -25354.520402343751 2575.0389491774381 -68617.166880147779 -47331.768392346567 82146.986562500009 31125.097689180595 16171.067173587297 -27231.912465277783 40185.204245350847 -45279.217169415511 -25447.267561141307
leaf_weight=40799 3945856 2746 320220 25 29 26 2078 33 35 33 66 20 36 55 73 561 1252 1434 21 100 981 129 97 30 86 959 90 163 108 23
leaf_count=40799 3945856 2746 320220 25 29 26 2078 33 35 33 66 20 36 55 73 561 1252 1434 21 100 981 129 97 30 86 959 90 163 108 23
internal_value=0 -96.8224 -195.698 -4948.19 38539.4 -5624.71 -5669.38 584.485 4385.77 38554.6 90682.2 14292.5 29791.5 78520.2 -3737.44 2594.82 14272.3 -543.107 -11019.9 2109.05 -5840.45 -27651.8 360.416 4936.22 759.712 6836.23 6533.81 16181.2 -9560.02 78114.4
internal_weight=0 372308 325124 4904 80 51 4824 47184 6385 318 101 217 184 75 109 6067 1285 4782 966 3816 1423 315 1108 1011 186 2393 405 315 152 44
internal_count=4318164 372308 325124 4904 80 51 4824 47184 6385 318 101 217 184 75 109 6067 1285 4782 966 3816 1423 315 1108 1011 186 2393 405 315 152 44
is_linear=0
shrinkage=0.1


Tree=3996
num_leaves=31
num_cat=0
split_feature=2 3 1 5 5 0 1 1 5 5 1 0 5 1 5 5 0 5 5 5 5 1 5 6 0 5 4 5 4 5
split_gain=3.74406e+11 5.04558e+12 1.36282e+13 1.35638e+13 1.36441e+13 1.24728e+13 1.50893e+13 2.07464e+13 3.9033e+13 4.35258e+13 2.90841e+13 2.69715e+13 1.57659e+13 1.42014e+13 1.57975e+13 1.69511e+13 1.44072e+13 1.41439e+13 1.4679e+13 4.93045e+13 4.43033e+13 1.41228e+13 1.58427e+13 1.39943e+13 1.38888e+13 3.71678e+13 1.67986e+13 4.31996e+13 1.46877e+13 1.37621e+13
threshold=4.5000000000000009 5.5000000000000009 20.507360500000004 120.05000000000001 67.990000000000023 45.254062050000009 40.247294600000011 39.714575750000009 87.395000000000024 125.85000000000001 39.726951800000002 44.580511600000001 99.555000000000021 47.208373000000009 177.02500000000003 225.45000000000002 56.009576300000013 29.985000000000003 47.005000000000003 43.005000000000003 38.905000000000008 28.619594500000002 95.020000000000024 1.5000000000000002 43.592450450000008 72.705000000000013 2.5000000000000004 71.715000000000018 2.5000000000000004 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 11 10 12 17 -4 -10 21 23 -16 -17 -9 19 20 -19 22 -7 -15 25 28 -26 -28 -20 -23
right_child=1 -3 5 -5 -6 13 -8 8 9 -11 -12 -13 -14 14 15 16 -18 18 24 -21 -22 29 -24 -25 26 -27 27 -29 -30 -31
leaf_value=31.286221089738316 -15454.444083658784 16.192777728115274 -11284.449888574563 55307.46453125 -69410.274765624999 7450.943127206885 -1589.0725568936095 -15937.092047991071 -153102.36728515624 72811.459806805578 8236.5701651533145 3682.7363516856526 -53076.097636718747 -8600.9194554501501 85990.388414417626 -33687.375693873357 64058.344499999999 56758.510472927213 5609.4627711054109 164537.11127533787 -85657.155394531263 -1978.6653008461258 82398.263523706904 90.627251826342871 18710.03205682664 119365.18938210228 179202.82273943868 -1393.5734375000002 -70381.034946646352 -14947.667680434353
leaf_weight=2028337 168 2105613 1346 20 65 1028 9008 49 26 21 1405 11412 40 1890 44 38 25 173 67 37 25 62929 29 93340 84 22 27 26 41 829
leaf_count=2028337 168 2105613 1346 20 65 1028 9008 49 26 21 1405 11412 40 1890 44 38 25 173 67 37 25 62929 29 93340 84 22 27 26 41 829
internal_value=0 -27.7134 -529.573 -23722.8 -30506.5 -497.675 1637.9 3601.86 12957.7 -52582.4 15872.8 2103.66 -92480.4 -815.161 -38.7224 38363.7 5100.61 35344.6 40350.2 58577.3 38776.7 -1957.23 9507.21 -81.8712 24307.6 894.198 46524.7 90608.4 -23238.8 -2147.29
internal_weight=0 2.28983e+06 184214 253 233 183961 23809 14801 2043 87 1956 12758 66 160152 95337 107 63 551 502 235 198 64815 1057 95230 267 130 137 53 108 63758
internal_count=4318164 2289827 184214 253 233 183961 23809 14801 2043 87 1956 12758 66 160152 95337 107 63 551 502 235 198 64815 1057 95230 267 130 137 53 108 63758
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=31
num_cat=0
split_feature=1 1 2 5 0 0 6 3 3 5 5 5 3 1 0 5 3 5 3 3 5 5 2 2 5 3 4 5 5 4
split_gain=3.86733e+11 8.56341e+12 1.69773e+13 1.49016e+13 1.41048e+13 2.5678e+13 3.24476e+13 2.90129e+13 2.42918e+13 2.0708e+13 4.3154e+13 2.46779e+13 1.97196e+13 2.37088e+13 3.68176e+13 3.12568e+13 3.02531e+13 2.8091e+13 2.75607e+13 2.26456e+13 4.31003e+13 2.4549e+13 3.65403e+13 4.00361e+13 2.36553e+13 2.18459e+13 2.16732e+13 6.12971e+13 2.1114e+13 3.66897e+13
threshold=50.227799100000006 49.964253350000007 1.5000000000000002 13.050000000000002 53.310923100000004 53.242949050000007 1.5000000000000002 4.5000000000000009 24.500000000000004 47.005000000000003 114.05000000000001 77.715000000000018 4.5000000000000009 50.158868250000005 53.204054050000003 95.020000000000024 6.5000000000000009 90.015000000000015 9.5000000000000018 20.500000000000004 114.05000000000001 150.04500000000004 8.5000000000000018 4.5000000000000009 101.05000000000001 5.5000000000000009 2.5000000000000004 83.010000000000005 73.405000000000015 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 12 8 9 -7 -8 11 -11 -5 14 15 18 -17 -15 28 21 24 -18 23 -23 -21 -19 27 -20 -14 -30
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12 -13 13 17 -16 16 19 25 26 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.5698872784105284 -36.209293646091787 -4783.7959862473263 56393.32341835172 -10711.556431428573 -6370.7851158801959 -11124.465252235437 21295.86582951076 11539.696107116821 27323.372181670522 81404.0778873698 -28402.629659598217 203233.96582880436 5679.2035952893621 -382.32761524401735 18377.055199150214 74360.807477384864 15506.399857483419 -117676.95166440218 -1241.1468876420406 78394.531338778412 192058.949375 -88958.285186298075 -146732.62050781251 81933.714439655188 -49145.504717548079 -18463.416213237168 -14350.566911207859 84836.1404250372 109817.59824969953 16807.342752207882
leaf_weight=2531657 1752533 3709 51 1263 1769 1017 142 3547 196 60 28 23 4142 7675 1717 95 603 23 5472 33 20 26 24 29 26 633 1285 84 52 230
leaf_count=2531657 1752533 3709 51 1263 1769 1017 142 3547 196 60 28 23 4142 7675 1717 95 603 23 5472 33 20 26 24 29 26 633 1285 84 52 230
internal_value=0 24.7339 1601.82 2384.38 2293.22 2832.03 9327.84 13873.3 -4911.95 46590.4 78949.1 115164 1442.33 2134.76 4672.19 2730.82 21152.6 -2079.98 1331 14510.3 65195.1 8639.21 -43777.5 1148.41 22190.4 -21941.9 -2646.66 60.2376 7481.8 33958.2
internal_weight=0 2.56563e+06 33974 30265 30214 28445 5013 3800 1213 253 111 83 23432 22169 13838 12121 856 8331 11265 761 79 682 79 55 59 656 6841 5556 4424 282
internal_count=4318164 2565631 33974 30265 30214 28445 5013 3800 1213 253 111 83 23432 22169 13838 12121 856 8331 11265 761 79 682 79 55 59 656 6841 5556 4424 282
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 1 0 3 5 5 1 0 3 3 3 5 2 5 5 5 5 4 5 0 3 1 5 5 5
split_gain=3.69479e+11 5.68651e+12 2.47423e+13 4.06126e+13 6.02747e+13 3.46773e+13 2.68502e+13 3.36295e+13 5.12189e+13 4.21454e+13 2.91989e+13 2.92296e+13 3.19678e+13 2.75585e+13 4.68504e+13 2.75429e+13 2.34032e+13 2.13382e+13 2.05101e+13 3.02209e+13 2.72751e+13 3.7077e+13 3.71185e+13 2.01649e+13 2.02787e+13 1.95242e+13 1.94882e+13 1.93193e+13 3.49141e+13 3.85527e+13
threshold=56.635684300000008 56.197733450000008 43.574807850000006 38.633372000000001 43.048525950000005 64.805000000000021 38.233559750000005 56.320495600000008 14.500000000000002 30.025000000000002 69.015000000000015 37.503486000000002 56.24640500000001 12.500000000000002 10.500000000000002 9.5000000000000018 43.205000000000005 1.5000000000000002 60.905000000000008 63.145000000000003 68.00500000000001 75.750000000000014 2.5000000000000004 32.475000000000001 56.320495600000008 30.500000000000004 35.911716050000003 53.005000000000003 58.605000000000011 64.805000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 23 10 8 9 -8 16 15 -13 14 17 26 -3 -11 25 -20 -21 -22 -23 -5 -25 -10 -12 -19 -29 -30
right_child=-2 2 -4 4 -6 -7 7 -9 18 13 11 12 -14 -15 -16 -17 -18 27 19 20 21 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=10.36547440542725 55.016589729384954 -4079.2163755883917 174.81049118219113 661.03708346780286 -3392.7500045712768 -52196.237019808621 -84408.454218750005 -3128.7689092961141 -2651.8747385072315 -4782.9604166666668 1855.7127369890311 -107653.52933675131 -3804.2322856950705 139662.02018531979 -33866.061457031254 -937.70984123256392 2445.0842569605225 60921.147250050519 144498.25096726191 -53727.576408691406 121222.60311472039 91815.196195652185 -72671.013005514716 -33663.826484496931 -11086.897704974042 -84647.131912878787 -46779.774613147747 239131.990234375 -16584.941930042616 158965.57790948276
leaf_weight=3237744 951662 10222 94051 466 5278 338 20 757 242 30 99 30 2483 43 50 289 11897 116 21 40 38 23 34 841 755 33 491 20 22 29
leaf_count=3237744 951662 10222 94051 466 5278 338 20 757 242 30 99 30 2483 43 50 289 11897 116 21 40 38 23 34 841 755 33 491 20 22 29
internal_value=0 -15.5524 -667.282 -2949.23 -9367.43 -22506.7 -1126.05 11794.7 26639.7 56288.3 -1894.88 -10534.1 -5043.98 65365.5 53400.1 -26230 -570.034 73507.5 3938.85 32902.3 15542.9 44709.4 -6299.38 -17640.1 -22983.6 -12491.3 -38618.9 86067.5 127152 83237.9
internal_weight=0 3.3665e+06 128758 34707 7678 2400 27029 1518 761 330 25511 3392 2513 310 267 879 22119 217 431 156 135 95 57 2062 1596 275 590 187 71 51
internal_count=4318164 3366502 128758 34707 7678 2400 27029 1518 761 330 25511 3392 2513 310 267 879 22119 217 431 156 135 95 57 2062 1596 275 590 187 71 51
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 4 5 5 2 5 5 5 1 1 0 3 5 6 3 0 1 1 1 6 5 5 5 0 2 1
split_gain=3.74179e+11 5.4179e+12 9.92401e+12 1.01727e+13 1.9684e+13 1.24154e+13 3.22941e+13 1.60458e+13 1.31489e+13 1.30335e+13 1.2247e+13 1.16162e+13 1.03408e+13 3.82321e+13 4.24193e+13 7.2133e+13 4.32588e+13 3.37603e+13 8.12062e+13 2.99906e+13 2.73311e+13 2.54958e+13 2.45652e+13 5.7653e+13 3.18024e+13 3.18344e+13 2.13448e+13 3.44774e+13 3.00539e+13 1.88534e+13
threshold=60.035045000000004 9.5000000000000018 22.500000000000004 18.500000000000004 30.425002000000003 1.5000000000000002 51.815000000000005 81.910000000000011 3.5000000000000004 78.010000000000005 83.010000000000005 69.610000000000014 30.278357500000002 30.226173900000003 60.042666650000008 13.500000000000002 46.810000000000009 1.5000000000000002 13.500000000000002 60.063729500000008 30.259484550000003 30.243224600000001 30.323743050000001 1.5000000000000002 118.33500000000002 128.92000000000004 81.00500000000001 60.052595500000002 4.5000000000000009 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 6 -5 9 -9 -7 11 -6 13 26 15 16 -15 18 20 -19 -16 -20 23 29 -25 -26 -2 -28 -29 -14
right_child=1 -3 -4 4 10 7 -8 8 -10 -11 -12 -13 22 14 17 -17 -18 19 21 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=4.9707058587010451 975.08355208729836 -1386.8321218588817 3436.3531238571468 -7701.2852335030693 3216.0376272269095 -25553.772513030068 95488.517338709673 -34167.767727272723 25115.768868314306 -103883.51605113636 -65001.258062499997 42328.416054205249 -40767.432839704241 54681.375702813326 -66449.172483797942 12736.670019490288 163363.441953125 56442.670407392405 -52747.917921401517 12149.037674462536 -13130.759544202572 38460.180300860738 -10.857176025333747 -8200.6999174672201 152479.02473958334 15877.433130710409 -76916.145751953125 3326.6685231927186 -62434.815141601561 -104563.49367094494
leaf_weight=4198450 6219 28178 8581 1400 1214 617 31 55 117 22 25 81 175 94 110 298 60 212 33 548 763 430 68240 1511 24 59 88 381 85 63
leaf_count=4198450 6219 28178 8581 1400 1214 617 31 55 117 22 25 81 175 94 110 298 60 212 33 548 763 430 68240 1511 24 59 88 381 85 63
internal_value=0 -174.326 198.926 -135.959 -5364.01 -11068 -5465.87 -20952.9 6158.82 -28250.6 4324.12 5662.45 98.6001 3227.75 13669.5 41454.4 97025 7677.74 -1894.45 24504.6 -19849 31959.4 -317.64 -11745 -4890.21 55376.7 -700.439 -19509.2 -8668.45 -57654.6
internal_weight=0 119714 91536 82955 3562 2242 1431 811 172 639 1320 1295 79393 9321 2548 452 154 2096 1336 760 873 463 70072 1832 1594 83 6773 554 466 238
internal_count=4318164 119714 91536 82955 3562 2242 1431 811 172 639 1320 1295 79393 9321 2548 452 154 2096 1336 760 873 463 70072 1832 1594 83 6773 554 466 238
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=31
num_cat=0
split_feature=1 1 2 0 4 2 5 5 5 5 3 5 1 0 0 0 5 3 6 5 5 3 5 5 5 5 2 5 5 2
split_gain=3.64687e+11 6.90383e+12 1.45686e+13 1.98739e+13 1.96358e+13 2.1823e+13 1.66578e+13 3.06382e+13 1.52291e+13 1.48401e+13 2.01987e+13 1.32582e+13 1.26006e+13 2.48333e+13 2.85974e+13 1.86362e+13 1.71862e+13 1.69756e+13 1.63375e+13 1.49002e+13 1.27396e+13 1.28844e+13 1.19944e+13 2.21803e+13 1.16272e+13 2.95513e+13 5.25708e+13 2.38946e+13 2.15863e+13 1.81947e+13
threshold=50.227799100000006 49.964253350000007 3.5000000000000004 58.242297500000006 3.5000000000000004 6.5000000000000009 177.02500000000003 118.33500000000002 99.555000000000021 161.85000000000002 5.5000000000000009 80.00500000000001 49.323301500000007 55.795550600000006 55.719391050000006 55.812836050000008 77.00500000000001 3.5000000000000004 1.5000000000000002 46.405000000000008 39.025000000000013 2.5000000000000004 132.05000000000004 142.05000000000004 118.33500000000002 132.05000000000004 8.5000000000000018 150.04500000000004 107.05000000000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 9 4 24 8 7 -7 11 -3 -11 -6 -1 14 20 18 -17 -16 -15 -20 -14 -22 -9 -24 28 29 27 -27 -4 -26
right_child=-2 2 3 -5 5 6 -8 22 -10 10 -12 -13 13 15 17 16 -18 -19 19 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=22.827909719025264 -35.162075917398212 -1178.3749874641132 2581.9725168651776 -46188.269708289175 -2615.4612362132357 24647.534662465579 -20742.687097537881 169498.32723214288 -18816.004769665949 1209.311625 -133619.63664062502 60798.54223327637 664.73668207579567 -1692.4534647587072 -16790.923248473755 -4059.7729473819327 24087.938700660143 -56238.679024100595 9594.9969673470277 33930.061288457167 15088.472858537947 -8688.5532825207247 15336.231684027778 140269.78912760419 -109364.64023437501 129081.4504858994 -53081.942777267162 5041.937062500001 30099.633174064664 -26848.244193371433
leaf_weight=2515621 1752533 11760 20977 82 68 122 33 21 145 25 20 64 2715 1111 334 4111 229 162 1460 304 238 5372 27 30 32 41 51 25 289 162
leaf_count=2515621 1752533 11760 20977 82 68 122 33 21 145 25 20 64 2715 1111 334 4111 229 162 1460 304 238 5372 27 30 32 41 51 25 289 162
internal_value=0 24.0185 1440.06 2951.17 3133.61 22527.6 45082.1 55943.2 3555.72 -1397.7 -58714.7 28130.7 5.01568 -2789.25 -6348.25 1561.96 -2574.56 -29675.1 7806.3 13788.8 -4958.45 -7679.83 104893 81090.7 2675.21 -16520.5 23172.7 82096.8 2955.93 -40459.2
internal_weight=0 2.56563e+06 33974 22169 22087 510 233 200 277 11805 45 132 2.53166e+06 16036 8821 7215 4340 496 2875 1764 8325 5610 78 57 21577 311 117 66 21266 194
internal_count=4318164 2565631 33974 22169 22087 510 233 200 277 11805 45 132 2531657 16036 8821 7215 4340 496 2875 1764 8325 5610 78 57 21577 311 117 66 21266 194
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 5 5 3 5 0 2 1 5 4 5 2 0 0 5 0 2 5 2 5 5 2 4 5 1
split_gain=3.82828e+11 4.33865e+12 7.50574e+12 7.06984e+12 1.30779e+13 1.33473e+13 1.73661e+13 9.21401e+12 9.47034e+12 1.00409e+13 9.10856e+12 7.65771e+12 1.43573e+13 1.18378e+13 9.20023e+12 9.16223e+12 8.86067e+12 8.02705e+12 7.62285e+12 6.58006e+12 5.74841e+12 1.47593e+13 7.70057e+12 6.06469e+12 5.60427e+12 6.2627e+12 5.50746e+12 5.0936e+12 1.86185e+13 5.07692e+12
threshold=54.947737500000009 54.945614000000006 4.5000000000000009 3.5000000000000004 82.967723800000016 82.970752000000019 49.995000000000012 59.005000000000003 11.500000000000002 39.025000000000013 54.947152850000002 1.5000000000000002 82.970752000000019 58.995000000000012 1.0000000180025095e-35 58.605000000000011 2.5000000000000004 54.947152850000002 54.947152850000002 47.815000000000005 54.947152850000002 2.5000000000000004 39.005000000000003 2.5000000000000004 63.005000000000003 58.995000000000012 1.5000000000000002 2.5000000000000004 59.810000000000009 82.95335685000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 24 6 -6 8 9 20 -8 14 13 17 19 16 18 -13 -14 -11 22 26 23 -3 25 -5 -22 28 -7 -4
right_child=-2 2 29 4 5 27 10 -9 -10 11 -12 12 15 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.7829066003874905 21.938128831421849 -3116.4757602401519 23236.450655309167 -2690.2666743738514 8023.694460223971 3103.4091764964505 30897.276990484599 -4595.9250047487167 -10560.809591975936 8858.6329421218088 88014.64014616936 7940.6724924899527 31644.438544323984 30314.717296362705 -1621.3094787318958 -9655.5013313646323 -85.587618955761329 42906.151999080881 3263.6383890454235 43642.486310096159 9501.3294098896513 41860.1037693299 1352.5073195664781 -14280.337062726703 9596.4831078506104 -19455.446364293981 -8181.4209151105188 -3784.1620677781207 36314.501537162163 -1670.0955042395335
leaf_weight=1454708 2798789 1065 82 1275 672 1928 281 3969 679 333 31 1905 196 305 3066 627 972 68 183 65 337 97 1472 896 287 270 369 709 185 42343
leaf_count=1454708 2798789 1065 82 1275 672 1928 281 3969 679 333 31 1905 196 305 3066 627 972 68 183 65 337 97 1472 896 287 270 369 709 185 42343
internal_value=0 -40.4115 -841.889 646.031 3705.61 7047.06 17075.7 -392.87 927.425 1579.86 36572.4 3726.52 6567.89 11980.1 235.494 334.866 4971.4 9145.77 17940.8 14539.4 -2332.37 5284.48 -4113.99 -8217.35 -3236.28 -5620.1 259.212 3550.17 6011.15 -1621.96
internal_weight=0 1.51938e+06 64667 22242 5638 3806 984 16604 12635 11956 312 7720 4256 2278 3464 1978 1351 1973 379 398 4236 803 3433 1961 1832 1545 706 2822 2113 42425
internal_count=4318164 1519375 64667 22242 5638 3806 984 16604 12635 11956 312 7720 4256 2278 3464 1978 1351 1973 379 398 4236 803 3433 1961 1832 1545 706 2822 2113 42425
is_linear=0
shrinkage=0.1


Tree=4002
num_leaves=31
num_cat=0
split_feature=5 1 1 3 0 1 1 0 0 5 1 0 2 4 0 2 2 1 3 2 0 0 3 0 3 2 1 0 4 3
split_gain=3.55897e+11 1.86492e+12 5.98685e+12 5.50246e+12 7.21052e+12 1.28064e+13 5.89667e+12 1.40317e+13 5.96618e+12 6.25854e+12 7.42921e+12 1.64542e+13 5.76922e+12 5.76521e+12 6.52957e+12 5.37334e+12 5.27261e+12 4.62137e+12 5.03498e+12 4.53748e+12 4.48948e+12 8.64422e+12 3.66581e+12 5.46083e+12 6.69257e+12 7.93735e+12 4.65484e+12 3.71599e+12 3.94374e+12 8.58375e+12
threshold=22.030000000000005 37.971176850000006 37.832345550000007 16.500000000000004 55.708120100000009 37.944765900000007 37.914142000000005 55.674875350000008 55.657530000000008 18.050000000000004 37.944765900000007 55.701368300000006 10.500000000000002 1.0000000180025095e-35 55.657530000000008 3.5000000000000004 1.5000000000000002 38.950530550000003 21.500000000000004 1.5000000000000002 56.301440000000007 56.281985950000006 3.5000000000000004 45.040161900000008 5.5000000000000009 3.5000000000000004 38.422276900000007 45.073740550000004 1.5000000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 12 7 13 -8 10 -10 -12 -6 -5 -15 16 -9 18 20 -13 21 22 26 24 -24 -26 -3 -25 -29 -30
right_child=-2 17 3 4 5 -7 8 15 9 -11 11 19 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 27 25 -27 -28 28 29 -31
leaf_value=-311.87195978739749 3.9673860134793566 -19213.235042448967 -10992.7986070037 2735.8254700969828 -15670.577887584208 29737.217548076926 29657.443750659844 -1792.6656974546372 8513.3653153220057 -17546.969393276369 -55067.215993303573 33701.512016369052 18193.026790025498 -46210.112618670886 -12527.392337223269 3552.2619603478197 32944.613550382048 -45.12998691077091 34901.658473982905 -12000.565757378472 16118.229799888875 -47064.396584821428 6709.3965254526302 -6463.5273341472548 90451.907796875006 20175.341219618058 6185.8830879267944 7410.1319598366645 2231.977076156496 -55718.934704589847
leaf_weight=27850 4237242 155 989 145 167 182 37 62 263 625 70 42 72 79 212 487 148 47004 53 45 261 35 126 341 25 45 135 1108 127 32
leaf_count=27850 4237242 155 989 145 167 182 37 62 263 625 70 42 72 79 212 487 148 47004 53 45 261 35 126 341 25 45 135 1108 127 32
internal_value=0 -207.74 -809.446 -4632.19 -2245.75 9750.8 -4525.91 516.238 -9805.71 -11203 -1762.5 -18976.2 -5468.99 -13554.4 -21671.5 9317.95 22688.8 175.269 4415.81 10062.5 3739.76 2222.25 3046.05 4723.61 20482.5 45274.1 -7389.51 2802.75 5296.67 -9431.1
internal_weight=0 80922 31475 3625 2636 421 2215 1133 1082 1045 420 157 239 436 291 697 210 49447 2443 87 2390 2129 2094 1804 196 70 290 1608 1267 159
internal_count=4318164 80922 31475 3625 2636 421 2215 1133 1082 1045 420 157 239 436 291 697 210 49447 2443 87 2390 2129 2094 1804 196 70 290 1608 1267 159
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=31
num_cat=0
split_feature=5 0 0 4 3 2 5 5 1 2 2 2 1 0 1 6 3 1 5 5 5 3 5 3 2 2 1 3 5 4
split_gain=3.57432e+11 2.46092e+12 1.27707e+13 1.287e+13 3.24276e+13 4.58002e+13 2.98743e+13 2.42842e+13 4.19153e+13 1.82099e+13 1.8375e+13 1.0159e+13 9.09981e+12 6.74013e+12 2.46121e+13 2.65164e+13 3.61633e+13 2.74385e+13 2.81002e+13 1.52493e+13 2.54611e+13 2.2129e+13 3.74853e+13 1.44534e+13 6.75902e+12 6.70452e+12 5.66501e+12 1.67368e+13 2.0012e+13 8.65983e+12
threshold=102.01000000000001 59.990816400000007 60.003414000000006 3.5000000000000004 11.500000000000002 17.500000000000004 114.05000000000001 120.05000000000001 30.323743050000001 9.5000000000000018 14.500000000000002 17.500000000000004 30.323743050000001 59.982527000000012 30.207352000000004 1.5000000000000002 13.500000000000002 30.315880100000005 109.05000000000001 132.05000000000004 118.33500000000002 12.500000000000002 107.05000000000001 13.500000000000002 3.5000000000000004 4.5000000000000009 30.305955500000003 3.5000000000000004 137.05000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 7 -5 6 -6 9 -9 12 -11 -12 25 -2 -15 23 19 18 -18 20 21 22 -17 24 -16 -3 27 28 -4 -28
right_child=1 2 26 4 5 -7 -8 8 -10 10 11 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=4.6175197780919568 -124.35141129004636 -40463.278006628796 90781.289527027038 71314.94926961264 -557.92574573863646 102582.19132812502 -132282.00464409724 -26629.208322482638 -207186.00804687501 -94079.85612368377 48919.370812988287 -46700.368437500001 61312.975036168988 -93969.286718750009 -100788.759765625 120781.44156605116 -41757.12397786459 -85099.821732954544 92957.462194824227 -7653.7116677989143 150730.03538851353 120951.46008064516 -43240.844983552633 34232.652824519231 -30097.359549753295 17845.74740214445 -41314.856037703808 -8054.0057587232659 -33374.334374999999 2423.9792116435337
leaf_weight=4209727 103342 33 37 48 33 20 36 36 20 46 20 25 27 20 21 22 30 33 32 23 37 31 38 26 38 49 46 1410 20 2838
leaf_count=4209727 103342 33 37 48 33 20 36 36 20 46 20 25 27 20 21 22 30 33 32 23 37 31 38 26 38 49 46 1410 20 2838
internal_value=0 -179.261 -2406.48 -19670.1 5067.14 -30662 -69283.5 -32908.4 -91113.8 -16611 -49635.1 -4202.71 10959.7 -77.3647 13756.5 20265.6 36903 -11435.5 27773 67314.6 80785.5 52346.5 16900.7 -27884.9 -55258.7 -5620.08 -847.152 -5906.43 47217.9 1726.34
internal_weight=0 108437 4744 393 137 89 69 256 56 200 91 45 109 103693 351 331 246 95 62 151 128 91 60 85 59 82 4351 1467 57 2884
internal_count=4318164 108437 4744 393 137 89 69 256 56 200 91 45 109 103693 351 331 246 95 62 151 128 91 60 85 59 82 4351 1467 57 2884
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=31
num_cat=0
split_feature=5 5 1 1 2 3 0 1 1 1 1 2 0 0 6 1 2 6 2 0 0 4 0 1 3 1 2 1 1 0
split_gain=3.36677e+11 4.75746e+12 6.24945e+12 1.11661e+13 8.72487e+12 6.09222e+12 1.11335e+13 1.1899e+13 1.0172e+13 1.25e+13 7.25848e+12 7.90639e+12 6.59042e+12 6.58935e+12 6.20459e+12 6.17871e+12 5.85601e+12 5.5181e+12 6.89028e+12 5.43461e+12 5.29935e+12 5.19279e+12 9.75545e+12 1.66649e+13 1.66122e+13 1.29482e+13 1.1707e+13 9.92321e+12 3.02186e+13 2.23873e+13
threshold=36.515000000000008 36.305000000000007 30.243224600000001 30.278357500000002 14.500000000000002 24.500000000000004 55.745923000000012 37.39371280000001 37.597123000000003 37.712318250000003 30.305955500000003 20.500000000000004 59.939091550000008 60.017447350000005 1.5000000000000002 37.737121850000008 3.5000000000000004 1.5000000000000002 7.5000000000000009 55.899899800000007 55.842510000000011 1.5000000000000002 59.932719750000011 30.362552800000003 12.500000000000002 30.434657650000002 3.5000000000000004 37.342273500000012 37.692869000000009 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 16 4 -4 10 7 -7 -9 -10 -5 -12 15 -14 -13 17 -3 19 -19 -8 -17 -1 27 -24 25 26 -25 -23 29 -29
right_child=-2 2 3 5 -6 6 12 8 9 -11 11 14 13 -15 -16 20 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=12.890015396883328 14.573034059430023 7038.4595987215916 12987.589831898513 -38569.054848345593 72767.15372924805 -66418.896462264165 69668.880829326925 17595.870030233305 -71950.633865489144 -14607.99976667291 -1059.1833881392342 40542.079146008618 -20760.377073122421 16301.94655997984 -18560.458627717391 -49297.86240985577 -13759.992348538914 -47484.217250000002 25372.267722800927 19828.688049164371 1276.3970861098346 -8666.127676651131 16671.540196976388 81610.049274597171 -22112.05741854581 1458.9093115636331 -6733.9424153645832 -5142.6045557482494 -2170.4854899709417 23628.849100115742
leaf_weight=886474 3393752 165 103 51 32 53 26 73 46 219 8616 78 212 62 23 26 754 25 27 138 102 1999 785 40 308 689 24 406 22046 810
leaf_count=886474 3393752 165 103 51 32 53 26 73 46 219 8616 78 212 62 23 26 754 25 27 138 102 1999 785 40 308 689 24 406 22046 810
internal_value=0 -53.5013 -2137 -1405.59 27157.6 -1799.99 -9158.49 -22364.7 -15456.8 -24561.8 -953.188 -733.111 -803.132 -12374 27083.1 8413.21 -10025.8 18730.1 -9654.89 27730.2 -8996.5 -28.8002 -1392.19 5625.47 -2547.16 5455.48 48481.1 -1905.02 -1324.01 14022.6
internal_weight=0 924412 10831 9912 135 9777 1009 391 338 265 8768 8717 618 274 101 344 919 216 52 164 128 913581 27107 1846 1061 753 64 25261 23262 1216
internal_count=4318164 924412 10831 9912 135 9777 1009 391 338 265 8768 8717 618 274 101 344 919 216 52 164 128 913581 27107 1846 1061 753 64 25261 23262 1216
is_linear=0
shrinkage=0.1


Tree=4005
num_leaves=31
num_cat=0
split_feature=2 1 1 5 0 3 5 4 3 0 0 5 3 3 5 1 6 0 0 6 1 6 0 0 5 3 0 5 3 4
split_gain=3.29644e+11 4.22238e+12 1.10729e+13 2.11004e+13 2.06711e+13 1.92248e+13 1.72013e+13 1.62098e+13 2.04441e+13 1.75947e+13 4.91037e+13 1.59835e+13 1.46921e+13 1.40134e+13 3.14042e+13 4.44933e+13 3.82641e+13 2.78933e+13 9.9147e+13 4.98254e+13 3.97192e+13 3.80541e+13 5.38893e+13 5.30863e+13 5.67308e+13 4.49934e+13 2.65715e+13 2.58958e+13 2.56386e+13 2.52641e+13
threshold=4.5000000000000009 37.328003200000005 36.546174950000008 40.905000000000008 44.874285750000006 6.5000000000000009 51.015000000000008 1.5000000000000002 4.5000000000000009 55.820531900000013 55.727011600000004 42.405000000000008 3.5000000000000004 13.500000000000002 88.015000000000015 37.275078000000001 1.5000000000000002 55.645049100000001 55.56564190000001 1.5000000000000002 37.098288800000006 1.5000000000000002 55.674875350000008 55.695992150000002 67.520000000000024 18.500000000000004 55.946414150000003 107.05000000000001 17.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 9 10 -6 -12 -9 -8 17 -16 -17 18 -15 -20 -21 26 -23 24 -24 -26 -19 -18 29 -22
right_child=-2 -3 3 4 6 -7 13 12 -10 -11 11 -13 -14 14 15 16 27 21 19 20 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=76.191411008771183 -26.00408144840037 -25.421417099027938 -1390.2865313767725 13496.99397903237 16432.916240860377 69628.706598772318 -62.055283280947449 -2809.4466978299538 -2518.2384940509837 -2589.5942649988974 51077.4462890625 165740.89241431453 9803.7219775417452 6191.0752884882277 862.24958683031446 37639.184206081081 -99398.548154633623 13140.738770704691 202982.842125 -10869.334335371379 64715.440372522862 -44997.137004206736 753.28890206473216 -5946.9266650525751 41281.043154131359 171663.61496582034 62945.146737109382 -6090.7651953125005 -15745.545982142859 138385.50118952824
leaf_weight=203421 2289827 1772800 15447 223 390 84 18618 1053 3497 310 20 31 7509 1147 653 37 116 749 25 69 164 286 126 1197 59 48 125 40 28 65
leaf_count=203421 2289827 1772800 15447 223 390 84 18618 1053 3497 310 20 31 7509 1147 653 37 116 749 25 69 164 286 126 1197 59 48 125 40 28 65
internal_value=0 29.3565 409.381 1709.9 3015.86 28855.5 2797.7 5746.85 696.634 15666.6 28499.7 120775 8252.49 1193.66 5931.97 -11605.4 -53788.7 9561.28 20422.7 66929.1 56495.5 3279.25 -5371.39 2553.76 46224.7 99770.4 20263.8 -75473.5 74581.8 85626.2
internal_weight=0 2.02834e+06 255537 52116 36669 307 36362 12810 4248 751 441 51 8562 23552 4934 846 193 4088 1498 351 326 2590 1716 1430 233 107 874 156 257 229
internal_count=4318164 2028337 255537 52116 36669 307 36362 12810 4248 751 441 51 8562 23552 4934 846 193 4088 1498 351 326 2590 1716 1430 233 107 874 156 257 229
is_linear=0
shrinkage=0.1


Tree=4006
num_leaves=31
num_cat=0
split_feature=1 0 0 5 1 3 6 1 5 2 4 5 5 2 2 5 2 1 3 3 5 1 2 1 1 5 5 3 4 5
split_gain=3.55206e+11 4.81281e+12 1.55765e+13 2.89032e+13 5.86697e+13 6.23301e+13 9.87907e+13 3.97261e+13 4.68056e+13 3.73377e+13 2.92399e+13 2.77769e+13 4.90191e+13 5.61675e+13 4.73719e+13 3.98074e+13 3.07009e+13 2.3905e+13 2.38014e+13 3.7142e+13 4.03456e+13 5.81644e+13 2.7549e+13 2.53196e+13 4.34313e+13 2.70764e+13 2.6269e+13 2.52303e+13 2.24131e+13 2.20371e+13
threshold=61.880021000000006 57.157092150000004 57.147575200000006 81.910000000000011 65.565203050000022 8.5000000000000018 1.5000000000000002 65.520339550000017 177.02500000000003 18.500000000000004 2.5000000000000004 132.05000000000004 100.05000000000001 2.5000000000000004 3.5000000000000004 123.15000000000002 1.5000000000000002 65.551978750000004 14.500000000000002 15.500000000000002 66.040000000000006 65.565203050000022 8.5000000000000018 65.551978750000004 65.610478850000007 71.715000000000018 74.610000000000014 22.500000000000004 2.5000000000000004 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 18 5 11 28 -8 9 -9 -6 12 -5 16 -13 -15 -14 -16 -4 20 21 -20 -22 25 26 -21 -25 -27 29 -7
right_child=1 -3 3 4 10 6 7 8 -10 -11 -12 14 13 15 17 -17 -18 -19 19 23 22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-17.829859701700634 48.41033836443507 1018.59679941858 -2126.6057964774004 3851.9555954953462 -60857.11743200232 -39516.55098266602 -1475.2209003737878 58530.095863528702 -31336.096121162282 185496.78694661459 -8409.8635220214837 -32060.917117256031 -71043.414630681829 -174168.38425582627 91477.926102311641 -25650.613138521636 97996.292485119062 -23565.939413070679 -39828.074669147361 -11485.266312451482 -27899.435156250001 -173800.57311021962 121033.84898097828 28154.573679514109 -14918.945189709746 -67046.349962574852 -20989.360204711 15893.085987367022 -16470.923305631582 87540.330120991566
leaf_weight=3114505 1138932 48828 9234 141 135 20 145 663 57 24 500 114 22 59 73 26 21 24 261 2092 27 37 23 597 763 167 133 47 451 43
leaf_count=3114505 1138932 48828 9234 141 135 20 145 663 57 24 500 114 22 59 73 26 21 24 261 2092 27 37 23 597 763 167 133 47 451 43
internal_value=0 46.1353 5.01817 -3103.4 6725.49 15589.7 26231.5 46408.7 55740.9 62965.6 -19560.1 -15515.4 -36820.7 -81624.1 11646.3 -128739 11510.9 63013.5 -4952.97 -11246.4 -42515.1 -56462.2 40609.9 -8382.05 1763.93 -14951 19201 -48830.7 -8666.31 47204.8
internal_weight=0 1.20366e+06 1.15483e+06 15899 2518 1883 1403 889 744 687 635 480 269 128 211 85 43 97 13381 4147 348 298 50 3799 1493 2306 730 214 514 63
internal_count=4318164 1203659 1154831 15899 2518 1883 1403 889 744 687 635 480 269 128 211 85 43 97 13381 4147 348 298 50 3799 1493 2306 730 214 514 63
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=31
num_cat=0
split_feature=0 1 1 0 3 5 5 5 4 5 3 6 5 3 5 5 1 5 5 5 2 2 5 1 5 0 0 5 4 5
split_gain=3.70837e+11 4.69554e+12 2.1187e+13 4.52583e+13 1.53089e+13 1.25182e+13 1.24689e+13 1.46379e+13 1.41702e+13 1.58428e+13 1.23213e+13 2.76222e+13 1.93766e+13 2.1291e+13 1.6959e+13 3.56864e+13 1.37279e+13 1.43163e+13 1.39874e+13 2.14249e+13 1.27713e+13 1.24255e+13 1.22837e+13 1.75028e+13 2.58251e+13 2.52895e+13 1.71901e+13 1.32764e+13 2.98089e+13 2.13332e+13
threshold=60.035045000000004 30.362552800000003 30.346469350000003 60.042666650000008 7.5000000000000009 47.815000000000005 43.605000000000011 39.025000000000013 2.5000000000000004 56.835000000000008 20.500000000000004 1.5000000000000002 34.920000000000009 25.500000000000004 116.06000000000002 123.15000000000002 30.370618100000005 90.015000000000015 105.35000000000001 62.995000000000012 22.500000000000004 2.5000000000000004 91.050000000000011 30.160599000000001 98.020000000000024 60.693675950000006 60.052595500000002 85.91500000000002 3.5000000000000004 85.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 5 -5 -4 7 -6 -8 -10 -3 12 -12 21 16 -16 18 -18 19 20 -13 -14 27 24 25 -24 -26 29 -29 -2
right_child=1 10 3 4 6 -7 8 -9 9 -11 11 14 13 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=4.9484598777828248 -699.12969640359097 -220.46742603156559 -23265.135887851236 -82809.084375000006 -5013.5796709835704 -56762.637915969128 15931.717170628857 -39093.397955629422 -95655.776562500003 -4304.8870127632026 -3701.4238672487759 -7302.3454679589531 39072.37048831115 -759.98593543246227 -147619.78200000001 5432.27663261218 52.674014326390932 52521.500552771235 26473.628115174826 -35201.443479489491 59028.871698588715 12525.252694013187 94638.578467987812 16592.529347279979 -85266.859609375009 -20222.344284523861 -14098.513129752022 -21798.42313569973 57971.904388786759 62798.541730542463
leaf_weight=4198450 31273 73886 238 24 694 210 547 154 20 374 1270 456 185 1355 25 39 2764 53 82 362 31 3754 41 898 40 36 224 575 51 53
leaf_count=4198450 31273 73886 238 24 694 210 547 154 20 374 1270 456 185 1355 25 39 2764 53 82 362 31 3754 41 898 40 36 224 575 51 53
internal_value=0 -173.546 -1139.08 -10505.5 -3472.54 -38967.1 -2408.22 -11202.6 5517.01 -8941.99 232.687 3459.53 7391.47 10052.6 -3310.98 -54353.7 -2439.39 1039.84 -12966.8 -16776.1 -3080.03 13772.1 -501.026 9268.38 -10019.2 40937.4 -24881.6 -879.854 -15299.6 -591.699
internal_weight=0 119714 35452 2261 1813 448 1789 848 941 394 84262 10376 6564 5294 3812 64 3748 2817 931 849 487 3939 33191 1239 341 77 264 31952 626 31326
internal_count=4318164 119714 35452 2261 1813 448 1789 848 941 394 84262 10376 6564 5294 3812 64 3748 2817 931 849 487 3939 33191 1239 341 77 264 31952 626 31326
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=31
num_cat=0
split_feature=1 0 5 0 5 0 1 0 4 3 0 3 5 0 5 0 2 5 5 5 5 2 5 5 5 5 5 0 5 5
split_gain=3.58937e+11 2.92045e+12 8.91199e+12 1.65641e+13 7.93294e+12 8.25257e+12 4.40014e+13 1.33032e+13 1.241e+13 1.78018e+13 1.13967e+13 1.07764e+13 1.21823e+13 1.0678e+13 1.01756e+13 1.01041e+13 9.8337e+12 1.30172e+13 9.17386e+12 9.11736e+12 6.75392e+12 1.04928e+13 8.30707e+12 6.74324e+12 6.29785e+12 5.41315e+12 9.52873e+12 5.33833e+12 5.63315e+12 1.04746e+13
threshold=104.38035940000002 52.056565900000003 112.04500000000002 53.145783300000012 107.05000000000001 52.485928400000006 114.17164950000002 53.37994195000001 2.5000000000000004 15.500000000000002 55.601678500000013 9.5000000000000018 75.750000000000014 55.777112100000004 55.990000000000002 56.635684300000008 2.5000000000000004 53.995000000000012 60.610000000000007 64.020000000000024 118.33500000000002 2.5000000000000004 142.05000000000004 68.00500000000001 68.52500000000002 84.030000000000015 102.01000000000001 56.663136550000011 99.555000000000021 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 8 16 11 25 -9 19 14 24 -13 23 -7 -18 -19 -3 -5 -22 -23 -15 -12 -10 -27 28 29 -17
right_child=1 2 3 20 -6 7 -8 10 9 -11 13 12 -14 15 -16 27 17 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=2.9007504903541599 387.157873015934 585.96043885657468 85323.987902462133 59142.504921874999 -58958.78723958334 3070.6105104402732 -92283.099581473216 -29227.841566226358 -9242.0265008261558 50233.883261419804 18752.348918703225 -20180.500163362263 -62449.434678357713 -17200.106769581333 9538.8152896068132 4842.2026309627536 14783.877887834822 132391.83749999999 48330.265415171038 37488.86594956342 -38885.942724609376 69391.184895833343 -6994.2048995535724 -77815.301033528653 78151.060044642858 -35911.911351611947 34332.833824573863 -1017.2054118093265 -36626.666076660156 72754.541261888589
leaf_weight=4274890 25873 4334 33 20 24 131 56 133 2057 49 119 311 47 78 183 1809 77 20 37 68 48 24 35 24 21 158 22 7428 32 23
leaf_count=4274890 25873 4334 33 20 24 131 56 133 2057 49 119 311 47 78 183 1809 77 20 37 68 48 24 35 24 21 158 22 7428 32 23
internal_value=0 -286.555 -1288.28 22203.8 -1506.29 -1426.2 -3982.55 448.845 -3298.52 -9391.14 -157.105 -480.854 -13799.7 248.434 -9171.12 -160.116 22553.5 41600.1 77825.6 1156.02 5802.49 -4167.61 24077.8 -31462.5 27662.2 -10697.2 -27326.4 183.496 4968.26 5694.81
internal_weight=0 43274 17401 160 17241 17217 7285 9932 7229 2286 9667 4943 541 9534 494 9394 265 134 57 4402 127 107 59 102 140 2237 180 9292 1864 1832
internal_count=4318164 43274 17401 160 17241 17217 7285 9932 7229 2286 9667 4943 541 9534 494 9394 265 134 57 4402 127 107 59 102 140 2237 180 9292 1864 1832
is_linear=0
shrinkage=0.1


Tree=4009
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 3 5 5 3 1 5 4 5 5 6 5 0 5 2 2 2 5 3 5 5 3 3 3
split_gain=3.61584e+11 7.98377e+12 5.62465e+13 5.1596e+13 4.45941e+13 4.40066e+13 1.08295e+14 5.50496e+13 3.67197e+13 7.54013e+13 6.52432e+13 4.45335e+13 3.52987e+13 3.44197e+13 7.67995e+13 5.93943e+13 3.05687e+13 3.03323e+13 2.79136e+13 4.57673e+13 2.71579e+13 4.92707e+13 3.49251e+13 2.7715e+13 4.63006e+13 2.20495e+13 6.10695e+13 3.71897e+13 7.25762e+13 6.9172e+13
threshold=56.838612000000005 60.601268000000012 60.528664650000003 56.852744000000008 56.895161300000005 60.611165000000007 56.863241500000008 8.5000000000000018 51.015000000000008 50.805000000000007 24.500000000000004 60.58031445000001 118.33500000000002 2.5000000000000004 96.015000000000015 90.015000000000015 1.5000000000000002 48.510000000000012 56.876792350000009 89.00500000000001 7.5000000000000009 2.5000000000000004 9.5000000000000018 105.35000000000001 11.500000000000002 82.00500000000001 76.00500000000001 17.500000000000004 16.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 7 12 9 17 -11 13 -3 -10 15 -15 -16 -4 19 -5 21 -18 -22 -23 -25 26 -13 28 29 -27
right_child=1 4 3 18 -6 -7 -8 -9 11 10 -12 25 -14 14 16 -17 20 -19 -20 -21 22 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-14.003618614044573 72.708386647686481 21502.834756394783 -4735.4362718134098 -10337.358788396014 96.145138268841848 2990.9068948780591 1611.0365574025748 56000.244243338915 26178.869639516353 882.34794573102681 -203915.24857142859 37603.564514337071 -74948.882336128052 -19631.40390435317 98888.39318061441 -127931.76730872845 -48156.349910714285 62305.218804253476 -4206.0047923985476 -46489.501103173439 -135571.16555397728 17057.976967592593 13509.554754971592 43176.919886363641 248338.98181818184 -22535.804850593944 158747.4318638393 63833.568011754593 -184929.79672619049 136942.34113839286
leaf_weight=3498781 635354 509 1077 6239 144588 14991 2112 747 451 28 35 276 41 399 59 58 35 72 11457 371 22 27 55 22 22 122 49 109 21 35
leaf_count=3498781 635354 509 1077 6239 144588 14991 2112 747 451 28 35 276 41 399 59 58 35 72 11457 371 22 27 55 22 22 122 49 109 21 35
internal_value=0 59.7957 -95.7492 -5182.49 686.215 5323.01 15578.4 38322.5 7022.78 -6374.93 -112894 16238.5 14312.8 4640.88 -9255.59 -33376.3 36294.7 -534.455 -7191.6 -12366.5 16114.2 48947.6 -29084.9 96815.7 145758 38031.3 55868.3 17832.6 -10336.6 13016.6
internal_weight=0 819383 656395 21041 162988 18400 3409 1297 2974 1212 63 1762 550 1150 699 457 242 1149 18067 6610 183 106 77 71 44 612 325 287 178 157
internal_count=4318164 819383 656395 21041 162988 18400 3409 1297 2974 1212 63 1762 550 1150 699 457 242 1149 18067 6610 183 106 77 71 44 612 325 287 178 157
is_linear=0
shrinkage=0.1


Tree=4010
num_leaves=31
num_cat=0
split_feature=5 4 5 1 1 2 0 3 6 0 3 1 3 0 0 1 1 6 2 2 0 0 0 2 5 0 1 0 1 3
split_gain=3.82038e+11 5.2728e+12 8.1673e+12 2.1673e+13 2.94393e+13 1.82697e+13 2.19836e+13 1.89798e+13 2.88735e+13 2.15418e+13 1.61501e+13 1.5175e+13 4.16889e+13 2.8169e+13 3.96324e+13 2.60318e+13 2.79413e+13 1.86585e+13 1.10127e+13 8.78351e+12 1.1943e+13 8.73355e+12 1.41543e+13 1.2961e+13 8.30132e+12 3.69768e+13 3.53098e+13 1.83209e+13 1.96874e+13 2.83565e+13
threshold=110.05000000000001 3.5000000000000004 112.04500000000002 82.888608650000023 82.911991800000024 10.500000000000002 55.099723300000008 22.500000000000004 1.5000000000000002 55.885524800000006 16.500000000000004 30.315880100000005 6.5000000000000009 59.755965500000009 59.916647550000008 37.098288800000006 37.767735350000002 1.5000000000000002 5.5000000000000009 4.5000000000000009 55.657530000000008 54.725565150000001 50.973130900000008 8.5000000000000018 120.05000000000001 43.465905150000005 42.09605220000001 43.514103700000014 82.926290250000008 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 11 -7 8 9 -8 -10 12 -3 15 -15 -13 -17 -14 -16 -18 21 22 23 -21 25 26 -4 -27 29 -29
right_child=1 2 24 4 -6 6 7 -9 10 -11 -12 13 17 14 18 16 19 -19 -20 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=3.9389181782604745 -1009.6888322855552 -110248.0546875 -169805.7164434524 153519.74492187501 25702.766837755142 99555.659602864587 -85550.330273437503 -47047.901362304692 32648.646918402777 20643.85259874132 121832.80799725508 -82236.858733258938 -31832.522667410714 154934.34014423078 -3931.7995988175676 37337.755649739585 579.56837669020433 80003.713371394231 67066.131010584679 30860.593590045799 -41609.677450504663 48474.228766741078 -83736.572023607339 -55273.335265625006 1176.6714624822557 57031.10476857311 -31523.308560459911 -7172.3640504978684 9074.3318833791018 15098.048760354281
leaf_weight=4243743 39799 46 21 20 182 36 26 40 45 72 37 42 35 26 74 150 325 26 31 58 161 28 23 25 26022 53 153 4915 1303 647
leaf_count=4243743 39799 46 21 20 182 36 26 40 45 72 37 42 35 26 74 150 325 26 31 58 161 28 23 25 26022 53 153 4915 1303 647
internal_value=0 -224.611 677.859 7875.14 38357.9 3160.35 27113.8 15259.7 29105.8 -7530.11 72890.3 -2679.74 -38368.7 1369.8 44399.9 -5572.25 -1390.54 15835.4 17029.5 -10760.3 -23253.4 -1198.37 -14319.4 4916.64 350.098 -2682.77 -48212.6 -1537.62 -1989.79 -4581.76
internal_weight=0 74421 34622 1508 202 1306 256 220 180 98 82 1050 107 943 131 812 770 61 105 620 295 134 106 83 33114 7092 174 6918 6865 5562
internal_count=4318164 74421 34622 1508 202 1306 256 220 180 98 82 1050 107 943 131 812 770 61 105 620 295 134 106 83 33114 7092 174 6918 6865 5562
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=31
num_cat=0
split_feature=5 4 3 1 4 5 0 0 4 4 2 0 0 5 1 1 1 0 1 1 1 5 1 5 0 4 3 3 3 3
split_gain=3.97574e+11 5.07999e+12 6.7587e+12 1.047e+13 1.57636e+13 2.09007e+13 1.1167e+13 1.53608e+13 1.08801e+13 1.25106e+13 3.78186e+13 1.03398e+13 1.75448e+13 7.79337e+12 1.10173e+13 7.73896e+12 7.47136e+12 6.96511e+12 1.37014e+13 9.71558e+12 1.67511e+13 6.39448e+12 1.22926e+13 2.83654e+13 1.11295e+13 1.35228e+13 9.26857e+12 7.61835e+12 6.68949e+12 6.75291e+12
threshold=150.04500000000004 2.5000000000000004 2.5000000000000004 43.048525950000005 3.5000000000000004 177.02500000000003 54.725565150000001 55.416472000000006 5.5000000000000009 4.5000000000000009 1.5000000000000002 54.986619450000006 51.83362145000001 225.45000000000002 82.911991800000024 60.837513500000007 61.880021000000006 45.254062050000009 38.950530550000003 39.614024000000008 37.436176200000013 161.85000000000002 30.332994000000003 225.45000000000002 56.838612000000005 1.5000000000000002 11.500000000000002 8.5000000000000018 25.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 3 8 11 6 -6 -8 9 17 -11 12 -5 15 -15 -7 -13 18 -3 20 -19 24 23 -23 25 27 -27 -2 29 -24
right_child=1 2 -4 4 5 13 7 -9 -10 10 -12 16 -14 14 -16 -17 -18 19 -20 -21 -22 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=1.8276143059666046 -71501.190909090903 103534.53274147728 -1649.3953718338335 64387.050674715909 64659.493371212127 -101920.76303571429 -72176.674414062509 42394.402335937506 -34284.607554408482 -6448.1870065789481 133727.86840945514 19856.830107060188 -52379.823790322582 6844.7894928688229 -82992.765000000014 -26231.680078125002 92956.108351293107 32912.355092592588 7584.2428541100544 52185.821093750004 -73295.995336174252 -132206.89985795456 4889.6306374202286 -580.78520507812505 85194.909625 86486.896137152784 11032.073285060977 6536.6610183189659 55835.820751708983 -30420.835975864957
leaf_weight=4302555 22 22 13085 22 33 35 22 25 28 38 39 27 31 43 20 22 29 27 46 22 33 22 1649 64 25 27 41 29 25 56
leaf_count=4302555 22 22 13085 22 33 35 22 25 28 38 39 27 31 43 20 22 29 27 46 22 33 22 1649 64 25 27 41 29 25 56
internal_value=0 -503.773 -1187.4 9530.96 -2846.32 -19520.6 20071.7 -11234.6 24529.3 31783.9 64550.1 27748.6 -3910.56 -45915.4 -21675.1 -72707.4 57711.8 14963.9 38627 -4659.1 -25502.2 4256.88 2648.46 -34252.6 24540.8 11798.3 40992.1 -27126.7 4482.85 3729.87
internal_weight=0 15609 13649 564 309 200 80 47 255 227 77 109 53 120 63 57 56 150 68 82 60 1960 1816 86 144 119 68 51 1730 1705
internal_count=4318164 15609 13649 564 309 200 80 47 255 227 77 109 53 120 63 57 56 150 68 82 60 1960 1816 86 144 119 68 51 1730 1705
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=31
num_cat=0
split_feature=3 0 0 3 1 1 6 5 5 2 5 4 2 5 5 2 2 4 2 3 5 4 5 2 5 6 1 1 1 5
split_gain=3.77282e+11 4.2181e+12 1.10195e+13 3.52872e+13 4.00745e+13 2.36899e+13 2.73679e+13 1.75163e+13 2.57796e+13 4.62569e+13 3.64806e+13 2.44102e+13 1.74841e+13 1.28689e+13 2.00434e+13 1.42276e+13 1.53424e+13 1.29863e+13 1.21852e+13 2.98381e+13 2.85975e+13 2.75199e+13 1.18097e+13 1.16996e+13 7.27453e+12 5.93486e+12 8.64753e+12 5.30651e+12 1.27266e+13 9.64316e+12
threshold=19.500000000000004 43.592450450000008 44.039893800000009 21.500000000000004 39.718803500000007 39.726951800000002 1.5000000000000002 43.810000000000009 54.990000000000002 9.5000000000000018 72.705000000000013 2.5000000000000004 4.5000000000000009 44.905000000000008 37.005000000000003 13.500000000000002 7.5000000000000009 1.0000000180025095e-35 8.5000000000000018 24.500000000000004 75.750000000000014 1.5000000000000002 62.995000000000012 17.500000000000004 72.010000000000005 1.5000000000000002 39.739656000000004 42.09605220000001 47.554129950000011 71.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 5 12 6 -3 -7 9 -9 -10 -12 -5 14 17 16 24 -6 -14 20 -20 -21 -8 -17 -15 26 -19 -2 29 -29
right_child=1 2 -4 4 13 7 22 8 10 -11 11 -13 18 15 -16 23 -18 25 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=10.788434730909271 -3544.8689435881406 76334.606789202007 -82.967211725058775 120387.61107954546 -81725.932271634621 -19372.814980468753 -72809.110334821438 222889.99589843751 -52067.559114583331 51514.721093750006 176488.79109375001 20251.30875 -21022.716778273811 -66631.688841391515 75891.107826063366 -139136.2175951087 37068.528540826614 58821.924299568964 93927.34623579547 10526.52068452381 -43313.690210459186 158790.15262096774 12694.077044270834 -38272.255723505434 1772.6884943181822 -16382.656145935058 -23285.9311385445 -20391.400350215517 8963.5212289663468 -104261.13425480769
leaf_weight=3810546 1699 35 504957 22 26 20 35 28 27 36 20 20 42 53 27 23 31 29 22 21 49 31 30 23 22 160 23 29 52 26
leaf_count=3810546 1699 35 504957 22 26 20 35 28 27 36 20 20 42 53 27 23 31 29 22 21 49 31 30 23 22 160 23 29 52 26
internal_value=0 -80.9858 -63.761 11279.3 -1816.85 42793.6 5042.15 67794.5 81102.5 126491 37745.9 98370 36647.9 -19066 -5761.43 -42261.5 -22107.1 -15024.5 25482.6 41362.5 -788.299 98914.5 -33346.1 -88704.2 -46566.4 -6844.18 22505 -4905.19 -26505 -60038.9
internal_weight=0 507618 505812 855 604 251 100 151 131 64 67 40 187 417 265 152 106 238 165 123 71 52 65 46 75 212 52 1806 107 55
internal_count=4318164 507618 505812 855 604 251 100 151 131 64 67 40 187 417 265 152 106 238 165 123 71 52 65 46 75 212 52 1806 107 55
is_linear=0
shrinkage=0.1


Tree=4013
num_leaves=31
num_cat=0
split_feature=5 1 1 0 3 5 5 0 5 3 3 3 5 5 5 5 3 5 2 1 0 6 3 3 3 0 0 0 3 3
split_gain=3.55899e+11 2.503e+12 1.7505e+13 3.01187e+13 2.19499e+13 2.32418e+13 2.07318e+13 1.83785e+13 1.11673e+13 1.31172e+13 3.41978e+13 2.569e+13 3.92724e+13 1.31205e+13 1.29773e+13 1.25077e+13 1.09833e+13 1.04978e+13 1.00915e+13 9.80964e+12 3.3132e+13 2.57631e+13 3.38814e+13 2.91149e+13 2.67182e+13 2.54701e+13 2.96804e+13 2.8082e+13 1.86706e+13 1.71925e+13
threshold=42.005000000000003 56.249874400000003 56.135466100000009 54.811549550000009 4.5000000000000009 150.04500000000004 74.610000000000014 54.864040150000001 51.015000000000008 8.5000000000000018 5.5000000000000009 7.5000000000000009 94.040000000000006 63.005000000000003 68.52500000000002 71.715000000000018 2.5000000000000004 84.030000000000015 2.5000000000000004 60.08989780000001 57.814144100000007 1.5000000000000002 4.5000000000000009 3.5000000000000004 7.5000000000000009 54.194619400000008 53.719078300000007 55.110554300000004 24.500000000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 7 8 16 -5 -6 10 -10 13 -13 -12 -11 -16 -4 -9 -15 20 25 22 23 -22 -24 26 29 -27 -23 -3
right_child=1 19 3 4 5 -7 -8 17 9 14 11 12 -14 18 15 -17 -18 -19 -20 -21 21 28 24 -25 -26 27 -28 -29 -30 -31
leaf_value=37.402758871899628 24.374993086506858 1621.263030849399 15897.649257986886 27795.553833295038 1463.248474649361 82679.639960937508 -50497.055277054402 -18734.050394951544 6283.3009233278435 11320.585413395696 27248.924807676976 38856.145612580673 -99433.159679687509 42066.690613839288 -13719.360717444999 4801.2290027322624 -14703.667136041906 -79167.037178679442 104880.21696700247 -93.007716473161238 -24610.990625000002 2796.7265270556854 -68350.328315548788 80189.637572916676 -10025.32325828544 -24453.86896369687 20313.395168735016 -6889.9938313554976 -57813.709551164218 -9385.0019531330727
leaf_weight=1600872 1739130 3428 154 85 3182 40 135 395 651 2891 49 115 25 35 446 1999 492 31 95 936163 41 14678 82 75 1862 1049 606 6885 51 2422
leaf_count=1600872 1739130 3428 154 85 3182 40 135 395 651 2891 49 115 25 35 446 1999 492 31 95 936163 41 14678 82 75 1862 1049 606 6885 51 2422
internal_value=0 -22.0356 49.3219 4059.1 5530.69 6613.57 -14856.7 -14660.5 6292.89 8729.91 19427 46250.1 14161.6 71347.2 6785.35 1422.83 -7408.62 -23131.8 87968.9 -151.123 -1896.07 1121.87 -9352.77 43148 -12485.5 -5417.14 -753.232 -9212.22 2586.86 -2935.52
internal_weight=0 2.71729e+06 1.74995e+06 10820 10039 9528 781 511 9488 6306 970 319 140 179 5336 2445 646 426 130 967342 31179 16789 2060 116 1944 14390 6456 7934 14729 5850
internal_count=4318164 2717292 1749950 10820 10039 9528 781 511 9488 6306 970 319 140 179 5336 2445 646 426 130 967342 31179 16789 2060 116 1944 14390 6456 7934 14729 5850
is_linear=0
shrinkage=0.1


Tree=4014
num_leaves=31
num_cat=0
split_feature=3 4 1 0 5 0 0 0 5 0 5 5 5 3 1 5 0 5 0 1 0 1 0 5 5 0 1 1 1 1
split_gain=3.63386e+11 2.29209e+12 3.49591e+12 6.66558e+12 4.40702e+12 5.89188e+12 5.01533e+12 4.89465e+12 4.64123e+12 5.36847e+12 4.53633e+12 4.01649e+12 3.42894e+12 9.58404e+12 8.27302e+12 6.39814e+12 4.84715e+12 3.29719e+12 4.73874e+12 5.26484e+12 1.24668e+13 5.18532e+12 4.78762e+12 5.6548e+12 1.16131e+13 1.05542e+13 7.24097e+12 4.27882e+12 4.03922e+12 5.76051e+12
threshold=2.5000000000000004 1.5000000000000002 37.777459000000007 44.732363600000006 75.750000000000014 55.755036050000008 54.920670650000005 51.636650050000007 69.610000000000014 55.055104550000003 89.00500000000001 110.05000000000001 45.005000000000003 1.5000000000000002 37.328003200000005 43.605000000000011 55.388132500000005 31.795000000000005 44.678200800000006 39.925119750000007 43.514103700000014 39.739656000000004 44.226894250000008 28.810000000000006 24.010000000000002 43.592450450000008 39.714575750000009 37.914142000000005 103.85249100000001 83.026705000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 10 17 -10 -6 -7 15 -14 -15 -5 -16 18 19 20 -4 22 23 24 26 -26 -22 -19 29 -29
right_child=-2 -3 4 12 5 11 -8 -9 9 -11 -12 -13 13 14 16 -17 -18 27 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=26190.951960701754 -4.7565740288719729 434.40026453770452 88306.575662364005 1847.7202873786894 28915.981746419398 58872.145152243589 -41999.786079545454 41496.359800091916 -71815.958330078123 -1665.4075683593751 -26076.950387573244 8697.8986273871542 -69361.855742187501 -21245.06393810454 -416.06089993990383 35729.901524808112 61253.600875000004 -22015.155939112672 -480.14010081679066 1279.5224747195441 5674.8315517941046 -31702.63567578125 -4085.7908661991714 48045.642182398558 -82049.802890625011 13794.195206705728 68670.058561197919 -2559.1543878181042 -12498.731709348564 4861.6955574126787
leaf_weight=116 4205107 85197 23 2507 24 39 22 34 20 24 40 27 25 84 26 57 25 109 12536 559 37 25 83 67 20 27 36 9734 362 1172
leaf_count=116 4205107 85197 23 2507 24 39 22 34 20 24 40 27 25 84 26 57 25 109 12536 559 37 25 83 67 20 27 36 9734 362 1172
internal_value=0 176.919 -610.47 2714.39 -987.872 14347.5 1148.22 10834.5 -1102.73 -33552 -5454.6 38346.3 1714.66 -12488.2 -1956.02 2600.95 29814.2 -1045.14 17.0117 7123.39 17396.1 11867.5 15901.8 24773.2 11779.5 -26990.5 36741 -2297.36 -2106.62 -1761.68
internal_weight=0 113057 27860 2840 25020 186 120 98 24834 44 64 66 2724 160 135 2564 51 24790 13413 877 318 295 270 187 120 47 73 11377 11268 10906
internal_count=4318164 113057 27860 2840 25020 186 120 98 24834 44 64 66 2724 160 135 2564 51 24790 13413 877 318 295 270 187 120 47 73 11377 11268 10906
is_linear=0
shrinkage=0.1


Tree=4015
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 5 5 5 6 3 3 4 0 3 5 3 4 5 5 3 3 0 3 5 5 3 5 5
split_gain=3.62778e+11 8.32347e+12 2.82747e+13 3.19181e+13 7.02008e+13 7.90903e+13 6.55336e+13 5.1299e+13 5.46793e+13 4.85077e+13 4.13259e+13 1.02188e+14 7.17103e+13 5.33247e+13 3.50914e+13 3.21941e+13 3.81889e+13 3.34358e+13 3.14266e+13 3.06827e+13 5.98593e+13 2.90605e+13 2.88471e+13 5.01298e+13 4.45706e+13 1.02566e+14 4.43146e+13 4.00816e+13 3.7502e+13 3.06395e+13
threshold=37.712318250000003 37.692869000000009 55.518428350000008 55.708120100000009 55.745923000000012 55.751981950000008 55.674875350000008 30.025000000000002 43.810000000000009 73.010000000000005 1.5000000000000002 16.500000000000004 16.500000000000004 2.5000000000000004 55.645049100000001 21.500000000000004 102.01000000000001 31.500000000000004 2.5000000000000004 82.00500000000001 60.005000000000003 16.500000000000004 10.500000000000002 55.860536450000005 8.5000000000000018 64.020000000000024 94.040000000000006 11.500000000000002 58.040000000000006 29.610000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 19 7 14 -6 -9 -10 11 -8 -12 -13 15 16 -4 -17 -16 20 -5 -18 23 26 25 -25 29 28 -24 -7
right_child=-2 2 3 4 5 22 10 8 9 -11 12 13 -14 -15 18 17 21 -19 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-14.503496857272545 15.435863907775639 -16398.725048116128 387.04070487669128 -27864.136400602409 -32280.340236212618 19829.920023086699 140738.58580186634 117052.33985621676 11024.135750847583 103585.79215766059 20879.123224970121 -32134.130684027783 132465.57144956684 70694.832233323323 -12474.468785339694 39006.922409586135 28090.842874053029 -85376.59110054349 -78801.073823187326 78643.465336681562 -113707.36155051051 180853.7265625 133230.56447172619 -5427.3524582435348 -4229.7412148642379 222328.40192057291 74935.998876953134 -2700.7175546185185 -14623.36150323276 -37380.66559759064
leaf_weight=936966 3364080 1303 4822 415 93 103 54 94 265 72 134 225 101 65 362 358 33 23 89 21 101 20 42 58 572 30 40 6567 29 1027
leaf_count=936966 3364080 1303 4822 415 93 103 54 94 265 72 134 225 101 65 362 358 33 23 89 21 101 20 42 58 572 30 40 6567 29 1027
internal_value=0 -54.4265 -2239.64 -1073.07 -4721.85 -2624.33 4458.14 35077.1 49611.4 30799.9 36514.2 14432.8 68837.6 -9086.26 1205.91 3502.89 1314.95 31498.2 -25563.3 -39844.6 -44666.8 85737.2 -4957.3 -16073.4 5963.11 72216.7 -28504.3 -1892.74 72839.5 -32165.9
internal_weight=0 954084 17118 15815 9529 8992 6286 524 431 337 579 344 235 290 5707 5256 4875 381 451 537 516 53 8468 1830 660 88 1170 6638 71 1130
internal_count=4318164 954084 17118 15815 9529 8992 6286 524 431 337 579 344 235 290 5707 5256 4875 381 451 537 516 53 8468 1830 660 88 1170 6638 71 1130
is_linear=0
shrinkage=0.1


Tree=4016
num_leaves=31
num_cat=0
split_feature=5 4 0 0 4 3 3 1 2 3 0 2 0 0 0 1 5 2 3 1 1 1 0 1 0 1 5 4 5 1
split_gain=3.57517e+11 4.13451e+12 6.17749e+12 1.17969e+13 1.44871e+13 2.24693e+13 2.15865e+13 1.79001e+13 1.65666e+13 2.28627e+13 1.00016e+13 4.11552e+13 3.69171e+13 2.46052e+13 2.1628e+13 3.12926e+13 2.95842e+13 1.98112e+13 1.95834e+13 1.72375e+13 1.16041e+13 5.67619e+13 3.05831e+13 2.22421e+13 1.83561e+13 1.80032e+13 1.62374e+13 1.46455e+13 1.35289e+13 1.30417e+13
threshold=150.04500000000004 2.5000000000000004 56.301440000000007 56.635684300000008 4.5000000000000009 11.500000000000002 4.5000000000000009 44.083877800000003 4.5000000000000009 5.5000000000000009 55.034903650000011 1.5000000000000002 55.02863030000001 56.093493200000005 55.628356700000005 60.837513500000007 161.85000000000002 4.5000000000000009 4.5000000000000009 49.111504200000006 37.597123000000003 37.503486000000002 55.674875350000008 37.855187800000003 56.009576300000013 37.362912300000012 177.02500000000003 4.5000000000000009 161.85000000000002 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 5 7 -6 8 9 -4 12 13 -3 14 15 -12 -17 -14 -16 -20 21 22 28 29 25 26 -24 -27 -13 -22
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 11 20 17 -15 18 16 -18 -19 19 -21 23 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=1.7330979018044954 3817.1160452690901 -975.71742424144782 45015.480029296879 611.99046905052853 -76614.000321691186 -27944.68072916667 21216.65198992829 125676.29086538462 71182.402102179287 -58611.378858901517 -81727.018164062509 -128095.45679296875 147252.98374999998 -35383.182890625001 134096.705377907 -26184.897808593752 120023.68635332662 25778.942645474141 -26773.269029017858 94026.453002025475 -18259.671280184659 -155205.32055664062 -48487.536767578131 -10525.305784358505 -79577.846354166672 95528.785565476195 33765.676302083331 -6750.5742559523824 -37375.819091796875 56320.055184220677
leaf_weight=4302555 1960 7198 60 3152 34 48 67 26 76 33 24 25 25 40 43 25 31 29 21 27 33 32 48 2291 21 42 48 21 48 81
leaf_count=4302555 1960 7198 60 3152 34 48 67 26 76 33 24 25 25 40 43 25 31 29 21 27 33 32 48 2291 21 42 48 21 48 81
internal_value=0 -477.721 -1094.46 2531.03 20114.8 33345.1 -11716.4 48431.8 36548 8244.66 -2342.83 -7305.23 -357.736 35222.6 51738.6 13808.3 54752 82016.9 85083.9 41176.6 -10641.1 -29720.5 -13848.9 -8380.09 8292.57 19898.1 -7360.93 61435.7 -68444.2 34731.2
internal_weight=0 15609 13649 3496 344 243 101 195 169 93 10153 2901 7252 211 171 80 56 54 91 48 2690 285 253 2405 180 159 96 63 73 114
internal_count=4318164 15609 13649 3496 344 243 101 195 169 93 10153 2901 7252 211 171 80 56 54 91 48 2690 285 253 2405 180 159 96 63 73 114
is_linear=0
shrinkage=0.1


Tree=4017
num_leaves=31
num_cat=0
split_feature=4 1 1 5 0 0 1 2 3 1 5 0 1 1 0 1 0 5 0 3 2 1 0 5 0 3 3 2 3 1
split_gain=3.56312e+11 2.2126e+12 1.52975e+13 1.20189e+13 7.34537e+12 1.28139e+13 1.75053e+13 1.39035e+13 2.04734e+13 1.52858e+13 1.17905e+13 2.15101e+13 1.54523e+13 1.4949e+13 4.598e+13 2.17047e+13 1.81034e+13 1.68446e+13 1.46278e+13 3.22666e+13 1.41633e+13 1.67286e+13 2.00503e+13 1.66158e+13 1.67644e+13 1.52339e+13 2.77289e+13 3.91595e+13 1.33792e+13 1.33821e+13
threshold=4.5000000000000009 45.148007750000012 46.037218400000008 132.05000000000004 55.061033200000004 55.030402950000003 82.888608650000023 4.5000000000000009 6.5000000000000009 82.945329900000004 104.75000000000001 55.212972300000011 47.554129950000011 49.148175700000003 55.795550600000006 49.236330900000006 55.751981950000008 161.85000000000002 55.834684950000003 9.5000000000000018 3.5000000000000004 60.837513500000007 55.719391050000006 177.02500000000003 55.110554300000004 6.5000000000000009 12.500000000000002 15.500000000000002 11.500000000000002 60.628582700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 -9 -10 11 -6 -13 14 -12 16 -15 -18 19 -16 28 22 -22 24 -23 -25 -27 -28 -17 -30
right_child=1 2 4 -5 10 6 7 8 9 -11 13 12 -14 15 18 20 17 -19 -20 -21 21 23 -24 25 -26 26 27 -29 29 -31
leaf_value=-1.6599615401461589 -685.81058455986692 10317.427873883929 935.11933577944319 105711.288875 51605.93889256275 -104870.84434523812 -39886.369819910389 40465.384520632724 -4571.9058343010975 -59925.81092447917 -114038.84305555555 53801.28425328352 4853.7112736875715 134124.35976562501 121848.01358173077 -6753.3500017820479 -11277.722511888587 83198.728167724621 -17295.028967866445 -37264.693749999999 -40069.909108792817 -105509.97952392579 24946.486517379195 58615.181616210939 -11649.044348393654 -23669.398582062011 143937.63872767857 -26493.927524038463 -92107.444634046056 8950.3983203125008
leaf_weight=4303792 7529 28 2790 25 127 21 136 86 296 60 45 69 988 20 26 548 46 32 168 25 52 20 540 64 392 127 28 26 38 20
leaf_count=4303792 7529 28 2790 25 127 21 136 86 296 60 45 69 988 20 26 548 46 32 168 25 52 20 540 64 392 127 28 26 38 20
internal_value=0 497.088 1798.57 55314.5 1380.85 -1914.03 -15184.7 -11926.2 -3323.1 -13901.2 4664.1 12721 8048.96 361.25 -21973 3380.32 49245.6 27481.8 -3055.41 43851.6 957.251 7043.72 19235.6 -3941.94 -16205.4 16680.7 1853.03 61878 -11587.3 -57259.9
internal_weight=0 14372 6843 53 6790 3389 599 578 442 356 3401 1184 1057 2217 264 1953 98 78 219 51 1855 1249 592 657 412 245 181 54 606 58
internal_count=4318164 14372 6843 53 6790 3389 599 578 442 356 3401 1184 1057 2217 264 1953 98 78 219 51 1855 1249 592 657 412 245 181 54 606 58
is_linear=0
shrinkage=0.1


Tree=4018
num_leaves=31
num_cat=0
split_feature=5 4 5 0 1 3 3 1 3 1 3 4 2 4 2 0 0 3 2 0 0 0 3 1 3 1 1 3 2 5
split_gain=3.33618e+11 3.4041e+12 5.69832e+12 1.16937e+13 3.38641e+13 1.12819e+13 2.87896e+13 2.29897e+13 8.84098e+12 7.23892e+12 8.2789e+12 6.48752e+12 5.36044e+12 8.45607e+12 9.45574e+12 1.74272e+13 3.35643e+13 5.36365e+13 3.82295e+13 3.05903e+13 2.51495e+13 5.56016e+13 4.55569e+13 3.01667e+13 2.6394e+13 2.50456e+13 3.01916e+13 2.67014e+13 2.74015e+13 2.31006e+13
threshold=150.04500000000004 2.5000000000000004 177.02500000000003 56.121679000000007 30.362552800000003 5.5000000000000009 9.5000000000000018 39.925119750000007 16.500000000000004 30.305955500000003 6.5000000000000009 1.5000000000000002 2.5000000000000004 5.5000000000000009 7.5000000000000009 57.147575200000006 56.831297550000009 9.5000000000000018 3.5000000000000004 56.338501050000012 59.916647550000008 59.853570100000006 4.5000000000000009 65.551978750000004 3.5000000000000004 43.94115175000001 60.601268000000012 5.5000000000000009 6.5000000000000009 225.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 11 10 -4 -8 -3 14 15 16 19 -18 -19 -14 21 22 24 29 -17 -21 27 -27 -29 -24
right_child=1 12 9 4 -6 6 8 -9 -10 -11 -12 -13 13 -15 -16 20 17 18 -20 25 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=1.6741688751081574 -81566.219010416738 2327.8066243894764 13865.992329545457 79203.37257812501 -85702.359185606067 117568.62354266828 16208.810371767242 50746.140503771552 47745.704984907672 2619.7309702485236 -64862.058949908096 -57823.839882812499 -7548.5205620123124 9015.3578007379165 880.47488829916097 -14092.492724609376 -4387.0699448029891 25527.802424568967 -100776.80911741396 131354.0670386905 -11888.968650860023 150468.14179687502 45368.472077217491 -62305.325128348224 -156378.72549715909 56338.351725260414 63489.215932513296 -52117.652366286056 75692.707968750008 -30787.110377038043
leaf_weight=4302555 24 3540 22 20 33 39 29 29 44 1666 34 20 4120 631 3848 32 230 29 138 21 362 32 297 35 22 48 94 104 20 46
leaf_count=4302555 24 3540 22 20 33 39 29 29 44 1666 34 20 4120 631 3848 32 230 29 138 21 362 32 297 35 22 48 94 104 20 46
internal_value=0 -461.478 3435.57 17939.1 -23473.8 29803.3 45451.3 -9168.89 15208.5 1431.02 -33933.2 -14008.6 -1021.09 -2193.82 -2940.08 -5551.35 -7858.36 -35707.6 -78843.7 -5349.59 7866.13 23278.5 13857.1 26131.1 -72061 26217 17916.7 -6989.19 -31503.1 35155.2
internal_weight=0 15609 1960 238 53 185 132 53 93 1722 56 49 13649 10109 9478 5630 4804 397 167 4407 826 464 432 378 54 287 266 172 124 343
internal_count=4318164 15609 1960 238 53 185 132 53 93 1722 56 49 13649 10109 9478 5630 4804 397 167 4407 826 464 432 378 54 287 266 172 124 343
is_linear=0
shrinkage=0.1


Tree=4019
num_leaves=31
num_cat=0
split_feature=1 0 3 3 4 0 1 0 0 5 0 5 5 4 5 0 4 0 5 0 0 0 6 1 5 5 5 5 5 0
split_gain=3.32648e+11 2.28199e+12 6.05555e+12 7.64944e+12 1.58424e+13 1.02222e+13 4.71947e+13 4.17963e+13 3.9174e+13 3.23286e+13 2.34089e+13 2.0429e+13 1.78505e+13 4.38086e+13 2.46997e+13 2.15851e+13 1.93669e+13 1.94889e+13 1.4132e+13 1.31656e+13 1.19923e+13 1.12165e+13 9.48891e+12 9.33621e+12 1.70145e+13 1.69974e+13 1.49704e+13 1.44507e+13 2.31399e+13 1.8723e+13
threshold=83.000022850000008 55.012873400000011 9.5000000000000018 10.500000000000002 3.5000000000000004 55.010031850000011 83.053286850000021 54.864040150000001 54.934662400000008 31.795000000000005 54.978840000000005 72.705000000000013 71.00500000000001 2.5000000000000004 55.730000000000011 54.811549550000009 1.5000000000000002 54.762542150000009 79.730000000000018 54.811549550000009 55.002082750000007 54.811549550000009 1.5000000000000002 83.026705000000007 72.705000000000013 65.905000000000015 35.305000000000007 42.405000000000008 43.405000000000008 55.002082750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 9 12 11 20 -11 -9 13 14 21 -14 17 -16 -13 -15 -4 -8 -12 24 25 26 -24 -28 -29 -30
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 22 18 15 19 16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=10.44007597689753 -200.02889833939628 -231.1928033130786 9609.2231986177885 -93.302996247932469 -9990.3312962436503 255.11772130419845 2016.1422747593581 -26646.569178830985 -14.642318126797193 33350.076179585296 24992.345991003047 -101857.59240056819 10754.057149635906 -11276.352871744577 15429.230328369142 106239.58413340252 13340.411567660844 144246.23198029891 -10832.443036684783 -69252.519916992198 -42027.479179821275 -42905.961136300226 -25988.245773010254 3373.277555707677 65707.302279713113 -5285.5552886623054 31662.353600876268 -48304.796692708333 5364.3615562220984 30936.725459234243
leaf_weight=3782924 130084 338517 65 33502 1058 12795 7456 543 739 547 458 66 1745 1885 24 24 1602 23 23 40 146 56 80 1433 61 449 555 60 735 469
leaf_count=3782924 130084 338517 65 33502 1058 12795 7456 543 739 547 458 66 1745 1885 24 24 1602 23 23 40 146 56 80 1433 61 449 555 60 735 469
internal_value=0 -73.7875 197.072 972.242 2049.52 2446.61 3900.68 950.852 -15646.7 12197.3 13865.3 -33925.4 2721 1232.45 4114.06 12049.5 15196.7 78467.3 -78334.2 -12481.1 -26120.4 1681.26 11386.7 9764.76 13566.8 12212.2 16349.3 18211.4 12305.3 15325.7
internal_weight=0 535240 196723 66639 33137 32079 19284 14226 1371 5058 4847 632 12855 11086 9161 1769 1649 47 89 1925 211 7512 4300 3842 2409 2348 1899 1819 1264 1204
internal_count=4318164 535240 196723 66639 33137 32079 19284 14226 1371 5058 4847 632 12855 11086 9161 1769 1649 47 89 1925 211 7512 4300 3842 2409 2348 1899 1819 1264 1204
is_linear=0
shrinkage=0.1


Tree=4020
num_leaves=31
num_cat=0
split_feature=1 5 1 5 2 0 0 1 0 0 2 5 5 4 0 0 0 3 5 5 0 5 5 5 3 3 4 2 5 5
split_gain=4.0861e+11 2.10026e+12 4.39707e+12 6.17134e+12 2.40665e+12 2.49135e+12 3.39612e+12 1.95812e+12 2.1634e+13 1.74559e+13 1.53729e+13 1.05733e+13 7.97943e+12 7.26659e+12 6.6545e+12 1.87721e+13 1.25098e+13 9.7646e+12 8.06769e+12 8.69216e+12 6.64252e+12 1.47671e+13 1.9144e+13 1.66415e+13 1.24597e+13 2.2125e+13 2.19157e+13 2.16358e+13 1.78439e+13 1.41976e+13
threshold=86.067573200000012 24.010000000000002 86.192907650000009 18.050000000000004 4.5000000000000009 51.83362145000001 52.056565900000003 83.761389800000003 53.37994195000001 56.367862600000002 21.500000000000004 76.00500000000001 225.45000000000002 3.5000000000000004 55.193434200000006 53.719078300000007 55.388132500000005 10.500000000000002 73.405000000000015 65.905000000000015 53.340367100000002 142.05000000000004 110.05000000000001 62.995000000000012 15.500000000000002 11.500000000000002 2.5000000000000004 3.5000000000000004 88.015000000000015 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -6 -7 -1 10 11 12 14 20 -13 15 18 -16 -18 19 -10 -9 22 23 -22 25 -25 29 -28 -29 -27
right_child=1 -3 4 -5 5 6 -8 8 9 -11 -12 13 -14 -15 16 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.5584042536146212 482.83117842240767 200.56548385582073 -2583.4196831463755 -20289.846166500633 -26982.243279296876 35519.31125558036 3606.5487293767528 -328.83580578092602 -5040.7862541423519 4307.7613237466621 81388.811067708346 -31124.3310389422 62902.226636904757 -5713.0243027857732 8126.113932458933 -25902.682817092282 -6304.7469158980621 20104.247878986516 27269.112555516909 -24954.777417096524 1446.7947477789805 74952.938577586203 -37924.746850142044 10374.168140760441 -591.98869391876519 30130.721346028644 2486.3316015625005 64737.730918996713 150093.26732954546 -52093.077064732148
leaf_weight=4119774 275 167071 1880 298 25 35 706 10487 3462 1960 24 276 21 190 875 521 3411 146 73 234 4918 29 110 671 412 84 40 95 33 28
leaf_count=4119774 275 167071 1880 298 25 35 706 10487 3462 1960 24 276 21 190 875 521 3411 146 73 234 4918 29 110 671 412 84 40 95 33 28
internal_value=0 151.818 -2378.25 -10320.4 -658.347 4066.37 5113.9 -6.23285 -838.17 -4259.76 1411.94 -6087.39 1298.55 -20763.5 -5303.28 -8110.79 -2585.72 -5220.77 -5651.36 -6301.57 1222.03 3755.36 3432.29 4156.58 13934.1 20227.2 43839.2 66682.2 86743.5 9574.77
internal_weight=0 170290 3219 573 2646 766 741 4.14787e+06 28100 11148 16952 9188 16928 466 8722 4290 4432 3557 3769 3696 16907 6420 6391 6281 1363 951 280 168 128 112
internal_count=4318164 170290 3219 573 2646 766 741 4147874 28100 11148 16952 9188 16928 466 8722 4290 4432 3557 3769 3696 16907 6420 6391 6281 1363 951 280 168 128 112
is_linear=0
shrinkage=0.1


Tree=4021
num_leaves=31
num_cat=0
split_feature=1 1 3 5 3 5 0 5 0 4 0 0 2 5 0 3 0 3 5 0 6 0 5 0 2 5 5 0 5 4
split_gain=3.53424e+11 4.03936e+12 3.62337e+13 2.30626e+13 2.08918e+13 1.84422e+13 4.44589e+13 2.70365e+13 2.43268e+13 3.15527e+13 1.75972e+13 2.66747e+13 1.5801e+13 1.43619e+13 1.39918e+13 1.47769e+13 1.30266e+13 1.12088e+13 1.35726e+13 1.17744e+13 1.1688e+13 1.09489e+13 1.03244e+13 9.20058e+12 8.94041e+12 8.65923e+12 7.95973e+12 7.89668e+12 7.69833e+12 7.60122e+12
threshold=61.284352600000013 60.837513500000007 12.500000000000002 48.510000000000012 21.500000000000004 82.00500000000001 55.193434200000006 118.33500000000002 55.173809400000003 1.5000000000000002 55.183525900000006 55.173809400000003 2.5000000000000004 71.715000000000018 56.911498950000002 10.500000000000002 56.758269450000007 3.5000000000000004 67.00500000000001 55.299834250000011 1.5000000000000002 55.173809400000003 53.995000000000012 55.061033200000004 5.5000000000000009 92.035000000000011 90.015000000000015 56.663136550000011 32.475000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 21 5 8 7 10 13 22 11 25 -8 -5 15 16 17 20 19 -19 27 28 -10 -20 -14 -7 29 -3 -4 -25
right_child=-2 2 3 4 -6 6 12 -9 9 -11 -12 -13 24 -15 -16 -17 -18 18 23 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-10.252059519573189 43.549211000902233 27852.151785096125 -41423.333772078804 36665.664396972657 -15975.113106993016 52295.4222732544 26394.172372775607 -30466.482430460164 75562.751080729169 -12104.687853440128 78785.943064856154 -83057.64490489132 159910.82354403409 -5208.0151907615291 -19353.781560067408 -21047.792856907203 9910.9647042666038 -1773.8577245264828 -64162.182508680555 -12707.820070366106 188.24184443621701 -8416.5782380336586 10918.281994047618 -20401.719208745999 87929.042539062502 10549.697299520252 -40540.210742187504 -16586.526604055853 18871.180329740717 -3821.6436655605539
leaf_weight=3000069 1301749 268 23 400 189 96 36 91 60 498 63 23 22 103 554 444 794 7238 36 1140 1638 849 42 466 80 103 96 47 267 680
leaf_count=3000069 1301749 268 23 400 189 96 36 91 60 498 63 23 22 103 554 444 794 7238 36 1140 1638 849 42 466 80 103 96 47 267 680
internal_value=0 -18.7939 -1586.52 8456.78 15484.5 19161.6 34806 16988.6 11871.3 -1726.34 32140.9 18903.8 83351.8 28091.1 -3793.63 -3122.63 -2480.95 -3328.5 -4725.94 -3261.65 3580.72 -2686.4 48944.4 -14325.2 103455 30688.3 -12880.7 21221.6 14089.2 -10563.6
internal_weight=0 3.01642e+06 16346 2945 1806 1617 514 376 1103 600 285 222 138 503 13401 12847 12403 11609 9656 8378 1953 1139 102 1278 102 199 1242 315 290 1146
internal_count=4318164 3016415 16346 2945 1806 1617 514 376 1103 600 285 222 138 503 13401 12847 12403 11609 9656 8378 1953 1139 102 1278 102 199 1242 315 290 1146
is_linear=0
shrinkage=0.1


Tree=4022
num_leaves=31
num_cat=0
split_feature=3 1 1 4 5 5 4 3 3 3 0 0 0 0 3 3 2 2 6 0 0 5 2 6 0 5 0 5 5 2
split_gain=3.6721e+11 3.2662e+12 2.78362e+13 2.80616e+13 9.27781e+13 5.84493e+13 1.06952e+14 1.19547e+14 5.40455e+13 6.01956e+13 7.2178e+13 5.27138e+13 4.18719e+13 4.1395e+13 4.88479e+13 4.73142e+13 6.79313e+13 4.3775e+13 4.18364e+13 8.88154e+13 4.06802e+13 3.75096e+13 4.09724e+13 3.39164e+13 3.54702e+13 3.37602e+13 3.1839e+13 3.07612e+13 3.03903e+13 5.05101e+13
threshold=10.500000000000002 30.315880100000005 30.305955500000003 1.5000000000000002 38.210000000000008 68.00500000000001 2.5000000000000004 7.5000000000000009 5.5000000000000009 9.5000000000000018 59.932719750000011 59.916647550000008 59.950068600000009 59.916647550000008 9.5000000000000018 7.5000000000000009 3.5000000000000004 4.5000000000000009 1.5000000000000002 60.003414000000006 59.963407450000012 70.00500000000001 4.5000000000000009 1.5000000000000002 59.916647550000008 79.730000000000018 60.063729500000008 45.005000000000003 51.405000000000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 26 8 11 23 12 -11 -8 21 14 17 16 -15 -6 28 -20 -9 -10 -23 -7 -25 -24 -5 -18 29 -17
right_child=-2 -3 3 5 13 6 7 20 9 10 -12 -13 -14 15 -16 18 27 -19 19 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=1.5802289792666426 -37.455610806129208 43.504877051248179 -13247.879475258667 -22073.131114802145 4832.1850452769895 -63332.819626402241 57247.51478853076 -49575.014766022206 203212.59687500002 -102330.84700520834 39770.021615513397 -554.50273623229918 -6516.5131250000004 40038.741285454045 -35102.661260616027 -93800.842247596156 -123470.4186011905 137050.03957031251 -142861.56507352943 97642.05022321429 16820.031121250369 106855.34400379269 74585.356384698287 -96180.421130952382 47162.846800499363 -44833.058017578129 42714.890144230769 -22612.345642541957 100213.0554904514 48859.785897614755
leaf_weight=83655 1629650 2596054 1884 2755 88 78 191 713 26 48 140 907 55 182 239 26 42 35 34 28 106 172 58 21 97 40 78 108 108 546
leaf_count=83655 1629650 2596054 1884 2755 88 78 191 713 26 48 140 907 55 182 239 26 42 35 34 28 106 172 58 21 97 40 78 108 108 546
internal_value=0 22.7038 -561.34 -5909.56 1346.66 -10301.7 367.691 -12067.1 32799.8 49151.7 3488.95 9500.31 73609.3 20494.4 -8750.14 30351.5 -1026.63 42455.2 44391.3 -34247 -40981.8 88497.6 77450.9 -12168.1 21652.6 25843.1 -20289.3 -50852.6 51561.2 42375.2
internal_weight=0 2.68851e+06 92460 8805 3320 5485 2652 1917 735 539 188 1098 351 1436 362 1074 332 123 742 62 819 296 270 196 118 98 2833 150 680 572
internal_count=4318164 2688514 92460 8805 3320 5485 2652 1917 735 539 188 1098 351 1436 362 1074 332 123 742 62 819 296 270 196 118 98 2833 150 680 572
is_linear=0
shrinkage=0.1


Tree=4023
num_leaves=31
num_cat=0
split_feature=1 2 2 5 5 0 3 5 0 5 5 2 5 5 4 1 6 5 5 5 5 1 0 1 2 5 5 0 0 5
split_gain=3.99018e+11 3.7974e+12 1.0766e+13 1.51134e+13 2.17774e+13 2.5082e+13 1.67772e+13 1.30005e+13 1.15598e+13 8.68501e+12 3.3444e+13 1.95027e+13 1.59827e+13 1.22728e+13 2.82055e+13 7.67269e+12 7.6786e+12 7.54786e+12 8.32484e+12 7.31503e+12 1.3625e+13 6.86287e+12 6.84049e+12 1.05147e+13 5.91834e+12 5.70444e+12 1.01089e+13 2.68625e+13 9.64035e+12 5.59674e+12
threshold=30.332994000000003 22.500000000000004 23.500000000000004 43.605000000000011 51.015000000000008 59.932719750000011 24.500000000000004 52.405000000000008 59.990816400000007 90.015000000000015 104.75000000000001 24.500000000000004 98.020000000000024 71.715000000000018 2.5000000000000004 30.278357500000002 1.5000000000000002 41.305000000000007 43.605000000000011 110.05000000000001 97.050000000000011 30.160599000000001 60.063729500000008 30.278357500000002 24.500000000000004 72.705000000000013 58.995000000000012 59.939091550000008 59.939091550000008 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 -6 -7 -5 13 12 -12 -11 17 -15 16 24 -4 -19 20 22 -20 23 29 -16 26 28 -28 -25 -9
right_child=-2 2 9 4 5 7 -8 19 -10 10 11 -13 -14 14 15 -17 -18 18 21 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=77.987977347926062 -7.3054724156937496 -953.73191263119634 3515.2195369538808 428.77281439644952 15736.925463867188 -56152.403696880923 114616.99879645271 -20947.226165291431 72967.260068167903 -40121.06143663195 90577.135516826937 -27752.791171875004 -148308.25909090909 99303.499550781256 -20249.273906250004 -25408.456474247687 66896.02433449075 -45162.106757492322 -64316.303320312501 -45118.270410156256 79115.933203125009 -4859.5499260830375 -28881.469286330204 100836.28675271739 42564.405859375001 65897.000072616196 -69212.298387096773 75271.419309303979 11127.906828125 10406.747798407832
leaf_weight=232391 4082379 626 1008 28 32 33 37 89 102 36 26 30 22 40 40 54 27 61 20 24 28 662 47 23 24 39 31 22 25 158
leaf_count=232391 4082379 626 1008 28 32 33 37 89 102 36 26 30 22 40 40 54 27 61 20 24 28 662 47 23 24 39 31 22 25 158
internal_value=0 126.487 3447.26 10403.1 20304.7 12115.9 68759.6 4585.2 57343.6 -1113.05 -27936.1 27186.1 -81157.6 466.403 24961.4 4453.18 22173.3 -2121.59 -9768.82 8709.36 11505.6 -6603.15 7143.64 11518.8 3305.86 33412.9 20869.5 -9237.93 54113.2 -890.838
internal_weight=0 235785 3394 1344 718 588 69 519 130 2050 114 56 58 1936 185 145 91 1751 743 486 462 682 434 387 64 140 101 53 48 247
internal_count=4318164 235785 3394 1344 718 588 69 519 130 2050 114 56 58 1936 185 145 91 1751 743 486 462 682 434 387 64 140 101 53 48 247
is_linear=0
shrinkage=0.1


Tree=4024
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 6 5 5 5 5 3 1 5 1 3 4 5 5 5 3 4 5 5 6 5 4 5 0 5 6
split_gain=3.42687e+11 4.57219e+12 9.07752e+12 2.19625e+13 8.41164e+13 6.34783e+13 4.02354e+13 4.34171e+13 3.27107e+13 1.88378e+13 1.76408e+13 2.36022e+13 1.86651e+13 1.56491e+13 1.80159e+13 1.56491e+13 4.13856e+13 1.39003e+13 1.44837e+13 1.38376e+13 3.17729e+13 1.97233e+13 2.5336e+13 1.80733e+13 1.59001e+13 1.20353e+13 1.11477e+13 2.39689e+13 1.03184e+13 1.84631e+13
threshold=60.035045000000004 9.5000000000000018 19.500000000000004 20.500000000000004 30.226173900000003 1.5000000000000002 63.855000000000011 32.910000000000004 44.205000000000005 52.990000000000002 18.500000000000004 30.425002000000003 62.385000000000012 30.226173900000003 22.500000000000004 3.5000000000000004 102.01000000000001 59.510000000000012 40.005000000000003 23.500000000000004 2.5000000000000004 67.990000000000023 59.025000000000013 1.5000000000000002 52.020000000000003 2.5000000000000004 74.610000000000014 60.052595500000002 56.005000000000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 5 6 7 -4 -9 -10 -3 12 17 14 -5 16 19 18 -12 23 21 22 28 -16 -25 -14 -6 -28 -21 -30
right_child=1 2 3 13 26 -7 -8 8 9 -11 11 -13 25 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=4.7569330007788881 176.0564652331787 -1512.9103762677707 109889.18054775283 -29642.081762644488 -12095.567901242279 -45951.236987304692 147206.42688802083 -22835.964573136298 81262.973039215693 15494.365768914475 -9362.6949989552068 1399.3139908937135 -69655.426713737557 487.06245671326451 -4379.3236413788381 -72096.479197782624 119316.52928240743 29323.115934495192 -33041.219288834283 -6914.125385431551 -64843.050823534155 92739.404296875 -77263.013078125005 14070.13862841797 80623.158588518418 -8503.3734375000004 -32318.75428125 106155.52687500001 55559.53879807693 -48689.701817255438
leaf_weight=4198450 91536 8237 89 334 645 64 48 83 102 76 687 846 113 14014 285 34 27 65 414 1509 97 20 50 100 56 45 25 25 65 23
leaf_count=4198450 91536 8237 89 334 645 64 48 83 102 76 687 846 113 14014 285 34 27 65 414 1509 97 20 50 100 56 45 25 25 65 23
internal_value=0 -166.829 -1280.69 92.8319 13414.4 46485.2 61349.4 49574.7 29007.7 53182 -3626.11 -11647.5 -19984.1 -834.883 -7960.17 -4764.33 -3738.66 -15613.4 -18266.3 -5245.46 -9206.38 -5968.97 -7167.61 10598.2 37961 -52238.7 -8569.38 36918.4 -4973.02 28312.6
internal_weight=0 119714 28178 17771 1157 462 398 350 261 178 10407 2170 1324 16614 2600 2266 2232 1166 1101 2205 1764 1667 1647 441 156 158 695 50 1597 88
internal_count=4318164 119714 28178 17771 1157 462 398 350 261 178 10407 2170 1324 16614 2600 2266 2232 1166 1101 2205 1764 1667 1647 441 156 158 695 50 1597 88
is_linear=0
shrinkage=0.1


Tree=4025
num_leaves=31
num_cat=0
split_feature=1 0 6 0 1 1 1 5 5 1 3 3 1 2 0 1 0 5 5 1 3 2 1 0 3 1 3 3 1 0
split_gain=3.6761e+11 3.67049e+12 1.86887e+13 3.75093e+13 5.13964e+13 6.61335e+13 4.37091e+13 1.02138e+14 5.46258e+13 4.39024e+13 6.84163e+13 1.38142e+14 4.81398e+13 9.62854e+13 3.82189e+13 2.96418e+13 3.14301e+13 2.63039e+13 2.31648e+13 2.08555e+13 2.04176e+13 1.98774e+13 1.97652e+13 8.10543e+13 3.2298e+13 7.90333e+13 6.9318e+13 6.00541e+13 5.58579e+13 2.46975e+13
threshold=30.332994000000003 59.846652800000008 1.5000000000000002 59.609407350000005 30.102666750000001 30.243224600000001 30.160599000000001 73.995000000000019 77.715000000000018 30.323743050000001 17.500000000000004 20.500000000000004 30.278357500000002 3.5000000000000004 58.242297500000006 30.102666750000001 59.834458500000004 79.730000000000018 98.020000000000024 30.305955500000003 11.500000000000002 2.5000000000000004 30.305955500000003 59.820733200000006 24.500000000000004 30.278357500000002 11.500000000000002 12.500000000000002 30.278357500000002 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 14 7 15 22 10 12 -12 21 -14 -6 16 -5 -16 -9 -13 -17 -10 24 -24 25 29 -27 -28 -26 -8
right_child=-2 -3 3 6 5 -7 8 18 9 -11 11 19 13 -15 17 20 -18 -19 -20 -21 -22 -23 23 -25 28 26 27 -29 -30 -31
leaf_value=1355.2987847121594 -7.0120573347827717 366.6252553493992 -196.43884138600828 4629.164339614149 -63340.482617187503 -151829.92183779762 -21934.87787712647 -41794.894131957553 -20412.325892532706 79036.501604893419 -190875.74671875002 -20823.028267728369 -25147.350706845238 268057.48984375002 27709.576860423258 -19049.429260867008 -68276.508083255947 99119.885806107952 -95357.694687500014 83982.334121621621 -5381.7996712684189 34792.108722330733 17584.484673454215 -20982.918921752684 15426.477254011827 7042.7264137206039 111573.07636734011 -44829.282287176728 -107032.01410156251 -28.497522749826476
leaf_weight=29493 4082379 170085 18342 1931 44 21 569 538 86 129 45 39 21 24 830 2220 61 55 95 37 2153 270 753 1972 74 246 160 29 75 5388
leaf_count=29493 4082379 170085 18342 1931 44 21 569 538 86 129 45 39 21 24 830 2220 61 55 95 37 2153 270 753 1972 74 246 160 29 75 5388
internal_value=0 121.407 -513.418 -2035.61 978.232 23658 -5472.98 -11524.3 -1202.8 26797.6 13888 -52017.9 33774.8 131229 27624.9 -7714.49 2396.61 32147.5 -49833.5 30200.6 -12320.3 21456.2 -3170.02 -10325.6 -188.989 883.865 42032.5 87574.8 -46213.7 -2120.95
internal_weight=0 235785 65700 36207 19292 950 16915 6998 9917 651 522 121 401 45 929 6365 1992 885 633 76 4373 356 9266 2725 6541 6392 435 189 149 5957
internal_count=4318164 235785 65700 36207 19292 950 16915 6998 9917 651 522 121 401 45 929 6365 1992 885 633 76 4373 356 9266 2725 6541 6392 435 189 149 5957
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=31
num_cat=0
split_feature=0 2 1 5 2 5 5 1 4 5 2 2 3 4 2 3 5 5 2 4 0 1 5 1 1 3 5 3 1 1
split_gain=3.648e+11 1.59453e+12 9.64697e+12 2.95799e+12 2.27952e+12 1.52811e+12 2.60595e+12 4.17456e+12 7.66968e+12 5.53258e+12 6.06965e+12 5.62914e+12 6.15173e+12 7.55764e+12 8.73067e+12 6.00445e+12 1.22829e+13 7.11174e+12 5.49705e+12 5.88254e+12 5.65997e+12 9.77923e+12 8.46493e+12 8.43215e+12 9.46787e+12 8.25106e+12 7.98368e+12 9.01485e+12 7.5042e+12 9.62595e+12
threshold=61.785186750000001 15.500000000000002 40.247294600000011 72.705000000000013 14.500000000000002 32.005000000000003 45.305000000000007 114.17164950000002 1.0000000180025095e-35 47.415000000000006 11.500000000000002 2.5000000000000004 9.5000000000000018 1.5000000000000002 4.5000000000000009 6.5000000000000009 118.33500000000002 96.015000000000015 12.500000000000002 2.5000000000000004 63.563300600000012 53.664171200000006 73.010000000000005 39.787929450000007 39.826386800000009 11.500000000000002 87.395000000000024 11.500000000000002 34.359746700000009 35.911716050000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7 8 -8 -9 11 15 13 14 -13 16 17 -11 20 -20 22 23 -10 -22 26 28 27 -25 -24 -30
right_child=1 2 3 -5 -6 6 7 9 18 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=2.4184218803855568 -2185.5310331403339 66846.493131510419 12879.944045410157 -32744.028284143518 -26265.751398782173 1346.0089357091554 51782.970732060188 17363.684421580805 -5877.3651345037224 -7859.6866292015402 -47602.846609375003 23560.100000000002 21473.048799314092 5417.1040132029275 -38738.053578744286 12602.893958972751 -81967.115909090906 51235.300930059529 -8874.0628125000003 54269.068261718756 -3432.0460252562898 -2787.4986501027493 -4114.90749198718 48099.772508287431 5600.1460806048162 -44062.577848307294 -27543.644917224705 -24092.403457031251 35316.483770211133 4989.0796533990679
leaf_weight=4288474 3962 24 30 27 34 8580 27 239 4663 673 25 31 211 1187 82 168 22 21 25 36 1045 5345 351 128 2212 33 21 20 158 310
leaf_count=4288474 3962 24 30 27 34 8580 27 239 4663 673 25 31 211 1187 82 168 22 21 25 36 1045 5345 351 128 2212 33 21 20 158 310
internal_value=0 -349.321 13662 -8731.41 -387.651 -357.901 -75.1903 -791.088 -1464.42 2848.81 1415.32 1926.99 5635.18 3064.57 -21647.4 -4411.33 -8403.5 -6071.51 -1564.63 28390.7 -1692.54 -114.199 -4202.71 4056.49 7343.15 4962.7 30156.8 38344.1 6938.08 15227.8
internal_weight=0 29690 81 57 29609 29575 25613 17033 14374 2659 2420 2395 1511 1300 113 884 716 694 14347 61 14286 8771 5515 3426 2381 852 169 148 819 468
internal_count=4318164 29690 81 57 29609 29575 25613 17033 14374 2659 2420 2395 1511 1300 113 884 716 694 14347 61 14286 8771 5515 3426 2381 852 169 148 819 468
is_linear=0
shrinkage=0.1


Tree=4027
num_leaves=31
num_cat=0
split_feature=0 0 6 1 3 5 3 1 5 5 3 3 3 1 1 1 5 5 1 3 2 1 3 5 4 5 1 5 5 1
split_gain=3.66106e+11 5.2837e+12 2.42003e+13 2.77962e+13 2.10612e+13 7.19942e+13 4.01562e+13 2.98567e+13 5.21652e+13 1.08079e+14 3.73607e+13 2.67616e+13 2.11217e+13 3.21027e+13 2.01203e+13 3.9888e+13 1.98376e+13 1.81999e+13 1.81671e+13 3.69801e+13 1.78361e+13 1.56993e+13 1.56042e+13 1.54917e+13 2.8068e+13 5.15399e+13 2.07357e+13 2.52396e+13 1.76849e+13 1.73825e+13
threshold=55.013931500000005 55.002082750000007 1.5000000000000002 82.871296800000025 10.500000000000002 65.50500000000001 18.500000000000004 82.945329900000004 85.020000000000024 97.050000000000011 6.5000000000000009 18.500000000000004 16.500000000000004 82.945329900000004 82.933113850000026 82.907204800000002 85.91500000000002 89.00500000000001 82.945329900000004 16.500000000000004 9.5000000000000018 60.08989780000001 12.500000000000002 56.205000000000005 2.5000000000000004 52.990000000000002 83.006817700000013 58.755000000000003 64.805000000000021 82.95335685000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 11 12 8 10 -10 14 18 17 -14 15 21 -15 -7 19 22 -5 -4 -6 24 25 -9 29 -28 -29 -25
right_child=-2 2 4 20 5 6 -8 23 9 -11 -12 -13 13 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=2.9583260407863228 23.642187621391866 -55246.37303340518 -43579.092820857128 2304.2694226049712 5599.3806666621458 -3314.748570601852 4006.4252640919021 -670.85921292039063 227460.61884191178 8556.4381325792911 34700.992754678671 11551.366302131491 -158133.18696428573 -71412.055734237598 18486.561919197564 -130973.48906250001 -6228.2132996606051 -52891.890592844895 -12277.12380240255 -39466.732187767557 -4197.2626704183022 -415.07545457444752 73738.616410999079 -25458.51579108206 -30060.544609619905 44876.351150476228 -18756.199207783255 28851.535848428561 4452.388484318667 -5290.1810371103047
leaf_weight=1635686 2602439 87 104 28764 54 135 186 24350 34 67 354 940 35 199 271 28 61 164 1768 73 4945 444 89 441 319 251 374 383 1324 13795
leaf_count=1635686 2602439 87 104 28764 54 135 186 24350 34 67 354 940 35 199 271 28 61 164 1768 73 4945 444 89 441 319 251 374 383 1324 13795
internal_value=0 -35.8608 -829.174 1204.82 -2315.69 -9548 -36541.2 -1685.95 13223.6 82247 7419.01 -2347.35 -49238 -68222.3 -3983.37 -14555.2 -56118.9 -30507.6 -8932.42 18444.6 1350.52 -8606.79 48007.7 -2156.7 -588.313 -206.148 -4552 4771.88 9926.83 -5914.95
internal_weight=0 1.71572e+06 80039 33796 46243 3704 780 42539 1302 101 1201 2924 594 295 847 576 260 299 1984 216 33709 548 143 41237 24920 24601 16317 2081 1707 14236
internal_count=4318164 1715725 80039 33796 46243 3704 780 42539 1302 101 1201 2924 594 295 847 576 260 299 1984 216 33709 548 143 41237 24920 24601 16317 2081 1707 14236
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 5 1 3 5 2 2 6 3 0 1 6 1 5 1 3 1 1 5 1 0 5 0 5 5 0
split_gain=3.43232e+11 3.49989e+12 1.69342e+13 5.62822e+13 3.09689e+13 3.58936e+13 2.75849e+13 2.43665e+13 2.25915e+13 2.13852e+13 6.94109e+13 3.20408e+13 2.05493e+13 1.96234e+13 1.84733e+13 1.70867e+13 1.87593e+13 1.59745e+13 1.50198e+13 3.94593e+13 3.51902e+13 2.99254e+13 3.40599e+13 3.17937e+13 4.66322e+13 3.94025e+13 5.69294e+13 5.64004e+13 4.87087e+13 2.58263e+13
threshold=19.500000000000004 60.611165000000007 21.500000000000004 60.628582700000003 82.940215400000014 53.005000000000003 82.963712850000022 20.500000000000004 104.75000000000001 13.500000000000002 17.500000000000004 1.5000000000000002 20.500000000000004 56.009576300000013 61.310823700000007 1.5000000000000002 82.897133550000021 85.020000000000024 44.083877800000003 21.500000000000004 44.005491150000005 49.177301950000007 120.05000000000001 60.55755580000001 55.762622900000004 105.35000000000001 56.838612000000005 99.555000000000021 86.810000000000016 56.24640500000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 3 9 5 14 12 -7 13 -3 -11 -12 -6 -8 -5 16 -16 -14 20 21 -2 22 -20 24 -23 27 -27 28 -25 -22
right_child=1 2 -4 4 6 7 8 -9 -10 10 11 -13 17 -15 15 -17 -18 -19 19 -21 29 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=10.290091531225297 -136.50282492030667 22231.925115966798 -31.25441466838339 15896.273692417544 2730.5117974036721 -11056.428254749047 -8192.5373758039041 -29520.888312359621 44398.88471143115 188351.90385511244 97802.879296875006 -72011.011812500001 16917.64713281771 20309.463842352507 3632.2771661006032 -14317.311262073694 -21108.62766501533 59278.430976941752 21048.975584581862 502.029747090755 -58661.315263745309 12584.724264465447 -35333.732902378324 17312.463213620042 -7044.9927669660501 220838.25432942712 -1866.9164772727272 -110878.21904296876 129204.44836309525 -12016.225075110837
leaf_weight=3810546 367210 136 69175 478 1622 2505 3243 1000 91 37 20 25 656 261 2061 1284 360 103 2066 48371 133 2154 113 528 2762 24 22 32 42 1104
leaf_count=3810546 367210 136 69175 478 1622 2505 3243 1000 91 37 20 25 656 261 2061 1284 360 103 2066 48371 133 2154 113 528 2762 24 22 32 42 1104
internal_value=0 -77.2449 -670.909 -3858.35 -4662.62 -8859.94 737.151 -16324.5 -4792.03 46552 86887.8 3461.83 9085.49 -6069.53 -2605.31 -4992.28 -46.6678 22666.2 38.8939 1562.99 -193.225 8190.91 18125 4300.46 1555.99 25121.2 114327 18304.8 25557.1 -17031.4
internal_weight=0 507618 83057 13882 13664 7688 5976 3505 3595 218 82 45 2381 3504 4183 3705 2421 759 424561 56114 368447 7743 2179 5564 4916 648 46 602 570 1237
internal_count=4318164 507618 83057 13882 13664 7688 5976 3505 3595 218 82 45 2381 3504 4183 3705 2421 759 424561 56114 368447 7743 2179 5564 4916 648 46 602 570 1237
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 3 5 5 3 2 5 3 3 0 2 3 0 5 3 3 2 3 5 5 3 0 5 3 3 2
split_gain=3.78019e+11 7.36294e+12 8.34574e+13 1.83402e+13 4.56619e+13 4.58358e+13 2.16571e+13 2.09002e+13 2.04038e+13 3.05372e+13 2.26391e+13 1.49149e+13 4.26184e+13 1.81325e+13 1.3082e+13 1.4107e+13 1.26163e+13 2.32447e+13 1.14657e+13 1.08823e+13 1.08744e+13 1.3212e+13 1.24999e+13 1.23527e+13 2.54637e+13 1.23885e+13 9.6911e+12 1.0845e+13 9.3569e+12 1.19919e+13
threshold=60.648383500000008 60.628582700000003 56.758269450000007 1.5000000000000002 56.802385350000009 10.500000000000002 63.145000000000003 88.015000000000015 32.500000000000007 22.500000000000004 128.92000000000004 25.500000000000004 26.500000000000004 56.876792350000009 12.500000000000002 16.500000000000004 56.819808050000006 95.020000000000024 9.5000000000000018 4.5000000000000009 8.5000000000000018 19.500000000000004 93.00500000000001 132.05000000000004 12.500000000000002 56.863241500000008 60.310000000000009 26.500000000000004 22.500000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 26 7 14 -6 9 10 28 13 16 20 15 -7 17 -13 -15 -3 21 23 -23 25 -25 -5 -4 -28 -8 -30
right_child=-2 2 3 11 5 6 8 -9 -10 -11 -12 12 -14 18 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-8.0877703903769458 43.862900406972123 -6992.1213573699315 -1352.8367465315196 -1827.6092229726107 57938.589178631759 14192.197609400346 13877.383740900346 173153.50919921877 89.838240297379045 137238.11921574522 110279.58089717744 -40076.870371362391 2543.5545341816055 -6352.6629678139416 18859.362779303541 -15331.941189889261 22602.726576450892 -144281.62255434782 -24151.049547541494 -58901.237916570266 6326.7770306038501 -14595.314817400022 -75222.315722656247 6631.16530448718 -121129.97555588942 13337.5277514461 -12220.114346580935 -44954.994654158967 9528.250564930051 56782.822200065566
leaf_weight=2951033 1350371 47 580 7236 74 236 417 20 310 26 31 309 541 1531 293 515 28 23 474 287 2063 227 40 39 26 582 445 131 86 143
leaf_count=2951033 1350371 47 580 7236 74 236 417 20 310 26 31 309 541 1531 293 515 28 23 474 287 2063 227 40 39 26 582 445 131 86 143
internal_value=0 -19.958 -2110.02 -1103.78 5551.55 14165.8 11045.3 82452.4 21461.9 30886.3 26801.9 -2781.43 -15197.9 -1865.8 937.933 -6054.05 -41859.3 -47295.9 -10560.4 -51596.7 -158.895 -1800.61 -23678 -1059.61 -44473.3 -698.662 -10477.2 -19665 22796 39036.6
internal_weight=0 2.96779e+06 16760 16426 3307 2151 2057 94 1013 703 677 13119 901 12218 1044 751 360 332 2005 334 10213 8150 267 7883 65 7818 1156 576 646 229
internal_count=4318164 2967793 16760 16426 3307 2151 2057 94 1013 703 677 13119 901 12218 1044 751 360 332 2005 334 10213 8150 267 7883 65 7818 1156 576 646 229
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 3 0 4 0 0 5 1 5 1 0 5 1 0 2 3 3 5 5 5 0 0 1 3 1 5
split_gain=3.8867e+11 2.06662e+12 1.90923e+13 4.78866e+13 3.61481e+13 2.62876e+13 2.34485e+13 2.89925e+13 3.46693e+13 2.74886e+13 4.57183e+13 3.89614e+13 3.75091e+13 7.18365e+13 2.82943e+13 2.12617e+13 3.30064e+13 4.87643e+13 1.93389e+13 2.47084e+13 7.61536e+13 8.64551e+13 4.47172e+13 3.84417e+13 3.72885e+13 3.56557e+13 2.59016e+13 1.08319e+14 7.22164e+13 2.93984e+13
threshold=83.000022850000008 82.957885500000017 54.940316550000006 54.920670650000005 82.975438000000011 17.500000000000004 55.012873400000011 3.5000000000000004 54.99493995000001 55.030402950000003 90.015000000000015 82.97193200000001 63.855000000000011 82.973038550000012 55.02863030000001 81.00500000000001 82.970752000000019 54.986619450000006 1.5000000000000002 9.5000000000000018 16.500000000000004 66.040000000000006 137.05000000000004 42.605000000000011 55.039751500000008 55.078308950000007 82.963712850000022 20.500000000000004 82.962740850000003 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -4 15 10 11 14 -13 -14 -8 -9 17 -17 -11 22 21 24 23 -20 -21 26 27 28 -22 -30
right_child=-2 2 6 4 5 -7 9 8 -10 18 -12 12 13 -15 -16 16 -18 -19 19 20 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-10.089437562297091 -79.759158834462767 -3327.7011067311091 -453.25214721124706 36958.788569132492 8317.542993263567 -40317.65644358407 -2981.7718188320505 23371.659046088327 -4943.4999200190896 5993.9192907890465 -32110.00765510531 12355.942597221689 106938.5880859375 22587.657812908605 17769.093592521076 62171.040627959279 30631.506538165984 257102.27950148811 4352.783771829384 -13482.456389045074 -18971.517565976155 32064.685999225505 -141214.81739130436 -4270.8895318611894 8420.5248568395309 23061.272148589826 -234.41435000114731 5853.4635382100605 -83298.156945544702 22367.880637122846
leaf_weight=3490977 535240 5096 215816 444 6732 113 2503 144 221 7029 273 2236 128 478 891 33 61 21 7347 891 1049 1503 23 17438 6089 577 12712 1784 286 29
leaf_count=3490977 535240 5096 215816 444 6732 113 2503 144 221 7029 273 2236 128 478 891 33 61 21 7347 891 1049 1503 23 17438 6089 577 12712 1784 286 29
internal_value=0 11.285 266.871 4108.97 9308.21 7514.65 96.661 -398.652 24150.7 1790.05 7945.27 9698.82 18336.7 40404.4 2465.79 48976.2 81037.5 137978 1084.16 390.172 2614.22 10309.2 -1843.91 -1714.58 5624.6 -1357.1 -2245.46 -10366.3 -31580.4 -73570.2
internal_weight=0 3.78292e+06 291947 12385 7289 6845 279562 216296 480 63266 6509 6236 2842 606 3394 259 115 54 56757 49728 24920 8483 24808 24785 6980 16437 15860 3148 1364 315
internal_count=4318164 3782924 291947 12385 7289 6845 279562 216296 480 63266 6509 6236 2842 606 3394 259 115 54 56757 49728 24920 8483 24808 24785 6980 16437 15860 3148 1364 315
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=31
num_cat=0
split_feature=5 5 1 0 2 2 1 2 1 1 1 2 1 0 2 0 0 3 0 2 1 3 0 2 0 1 1 0 0 0
split_gain=3.76349e+11 2.47757e+12 9.35666e+12 1.10333e+13 4.26281e+13 3.13061e+13 4.92985e+13 1.88083e+13 1.69302e+13 1.6646e+13 1.41509e+13 1.18491e+13 1.01501e+13 3.49449e+13 2.41447e+13 1.67388e+13 1.47903e+13 1.31862e+13 1.01491e+13 9.82035e+12 9.92767e+12 9.49029e+12 1.02222e+13 1.94719e+13 1.44804e+13 1.1124e+13 1.05697e+13 1.04488e+13 1.06389e+13 9.14703e+12
threshold=87.395000000000024 87.00500000000001 20.507360500000004 54.943649450000002 1.5000000000000002 9.5000000000000018 82.962740850000003 5.5000000000000009 82.961358250000018 30.226173900000003 82.959896850000021 7.5000000000000009 30.332994000000003 59.950068600000009 6.5000000000000009 60.029906750000002 55.975961550000008 29.500000000000004 57.814144100000007 8.5000000000000018 53.664171200000006 8.5000000000000018 55.87722990000001 7.5000000000000009 55.842510000000011 37.712318250000003 37.620907050000007 55.801980100000009 55.030402950000003 55.719391050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 -5 -9 -8 13 14 -11 -15 17 21 19 20 -18 29 24 25 27 -24 -25 28 -23 -14
right_child=-2 2 3 9 5 -7 11 10 -10 12 -12 -13 16 15 -16 -17 18 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.42700545277396995 -120.91539303652712 -36816.426287286937 -22742.883645801499 58062.005328125 13775.734507008989 -2729.8284865646629 13707.471234666256 25585.533246901941 53274.022091697079 -38692.715897817463 -14940.006221140393 63819.786319348415 7705.6937723214287 39363.77554246856 -156560.41100260417 -20931.304172247023 32491.654735192587 -69672.789916087975 -1119.6973558785926 43239.382056687406 -5832.2144837285432 94.914480299052968 -15052.46683517157 -112261.10792410714 81382.823082386371 72942.838124999995 -32152.819477539062 -41819.752515889835 15355.947094054252 87859.898697916666
leaf_weight=4036531 242930 66 409 50 522 867 57 116 137 63 335 274 35 82 24 105 129 27 249 167 142 34140 51 28 22 20 40 59 463 24
leaf_count=4036531 242930 66 409 50 522 867 57 116 137 63 335 274 35 82 24 105 129 27 249 167 142 34140 51 28 22 20 40 59 463 24
internal_value=0 7.20792 803.493 867.756 7012.09 12285 21318.8 11218.5 21987.1 402.997 -4516.59 55190.2 322.625 -18850.5 -71207.9 5508.25 470.21 184.255 15000.6 24164.9 12410.5 238.327 170.433 -26893.8 278.896 9734.94 -65138.6 227.42 299.112 40310.8
internal_weight=0 4.07523e+06 38703 38637 2717 2308 1441 1110 659 35920 451 331 35870 274 87 187 35596 34909 687 438 271 34882 34823 139 34684 71 68 34662 34603 59
internal_count=4318164 4075234 38703 38637 2717 2308 1441 1110 659 35920 451 331 35870 274 87 187 35596 34909 687 438 271 34882 34823 139 34684 71 68 34662 34603 59
is_linear=0
shrinkage=0.1


Tree=4032
num_leaves=31
num_cat=0
split_feature=5 4 0 1 6 1 0 0 1 2 1 2 4 5 5 3 0 2 1 1 0 0 0 4 2 0 4 2 5 6
split_gain=3.62567e+11 1.53613e+13 1.35731e+13 1.67367e+13 2.509e+13 3.09699e+13 1.51726e+13 2.07089e+13 4.70667e+13 2.88932e+13 2.68089e+13 2.43151e+13 2.17119e+13 2.86774e+13 2.15945e+13 1.89623e+13 1.80739e+13 1.67164e+13 1.63664e+13 2.24197e+13 4.16034e+13 5.84528e+13 4.48971e+13 3.90418e+13 3.49367e+13 3.78582e+13 3.61989e+13 3.06859e+13 3.04964e+13 4.99862e+13
threshold=74.610000000000014 2.5000000000000004 45.067452850000002 39.016372550000007 1.5000000000000002 37.342273500000012 45.133160800000006 47.228519500000004 39.007683500000006 16.500000000000004 39.488326500000007 3.5000000000000004 1.5000000000000002 137.05000000000004 92.035000000000011 20.500000000000004 47.222459950000008 21.500000000000004 30.323743050000001 30.305955500000003 59.939091550000008 59.932719750000011 60.042666650000008 1.5000000000000002 13.500000000000002 59.904813200000007 1.5000000000000002 1.5000000000000002 75.015000000000015 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 15 8 11 10 -10 -8 -12 14 -14 -4 -16 18 19 -9 21 24 27 -23 25 26 -21 -22 29 -28
right_child=1 -3 6 -5 -6 -7 7 17 9 -11 12 -13 13 -15 16 -17 -18 -19 -20 20 22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=11.138550553402011 -22225.880001212725 147.32060165294573 -12457.63773159741 -1551.2521962925746 2335.9803762827482 26655.460845429043 9396.8670102326778 -1657.3660516090943 76654.171569683909 -31274.326318359377 -37536.257153320315 -37706.293769549273 19529.887127090915 -93181.370684523819 32470.602855929523 34471.106890190975 111427.4408083546 8228.1896133907412 -3015.515680077744 -29410.026592261904 46116.626096540182 -88103.848808593757 64247.843986979162 54767.628528333691 -49247.132873414295 -9465.4072900772098 43587.998849051342 -23431.622413470723 26206.841617543687 224499.76129092264
leaf_weight=3762241 153 471326 1988 11340 7555 848 184 6270 87 106 64 271 893 21 71 90 49 1543 50368 105 70 20 75 438 101 512 56 677 621 21
leaf_count=3762241 153 471326 1988 11340 7555 848 184 6270 87 106 64 271 893 21 71 90 49 1543 50368 105 70 20 75 438 101 512 56 677 621 21
internal_value=0 -75.3808 -1316.15 968.054 4307.11 19184.1 -2018.55 -1739.6 8998.21 18745.4 23219.7 -18658 18985.8 22484.3 24882.1 -10425.1 64711.3 -2047.57 -2314.79 1621.63 9247.5 17474.8 -9509.07 48528.7 7430.49 11783.7 25332.3 -16914.4 33567.2 92927.6
internal_weight=0 555923 84597 19896 8556 1001 64701 62623 1746 1291 1185 455 1098 1034 1013 2078 120 60877 59334 8966 2696 1874 822 458 1416 1315 803 747 698 77
internal_count=4318164 555923 84597 19896 8556 1001 64701 62623 1746 1291 1185 455 1098 1034 1013 2078 120 60877 59334 8966 2696 1874 822 458 1416 1315 803 747 698 77
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 5 1 5 5 3 5 3 3 6 3 3 4 2 4 5 5 2 5 5 5 5 2 5 5 3
split_gain=3.52935e+11 5.12061e+12 1.51619e+13 1.60033e+14 3.68008e+13 2.80102e+13 2.0698e+13 2.88702e+13 2.93335e+13 4.84584e+13 2.02685e+13 1.98674e+13 1.89178e+13 1.61095e+13 2.10087e+13 1.87142e+13 2.53876e+13 2.76796e+13 3.12333e+13 5.33365e+13 2.03768e+13 2.32784e+13 1.8656e+13 1.71573e+13 1.70624e+13 1.88832e+13 3.43162e+13 2.26328e+13 2.38517e+13 2.1283e+13
threshold=56.635684300000008 56.338501050000012 44.005491150000005 44.083877800000003 56.367862600000002 101.05000000000001 43.868031300000006 73.405000000000015 137.05000000000004 8.5000000000000018 161.85000000000002 9.5000000000000018 19.500000000000004 1.5000000000000002 23.500000000000004 9.5000000000000018 1.5000000000000002 1.5000000000000002 3.5000000000000004 93.00500000000001 103.45000000000002 3.5000000000000004 101.05000000000001 55.405000000000008 45.305000000000007 66.040000000000006 8.5000000000000018 64.405000000000015 60.005000000000003 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 7 12 -9 -10 11 -5 -3 -8 15 -15 -17 23 19 24 -20 -22 -16 -18 -19 26 27 28 -26 -29
right_child=-2 2 3 10 -6 -7 13 8 9 -11 -12 -13 -14 14 22 16 17 18 20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.43471838060083245 53.770720845182431 391.42561055376075 -44887.707784831524 272.5608670613604 -12190.786971601879 -161724.35215773812 -3829.2598552669733 -16241.934349693329 -16807.831747159093 177510.86220238096 72142.844263980267 -7743.7573398337481 79876.455677083344 -2848.2041355690262 -34173.071672541926 5845.8784961425436 38649.442866443453 -29819.812027616281 -42470.748514766485 157363.31448660715 -47925.348114809785 78920.603205128209 68128.317968750009 -36674.591845703129 65268.648684333362 15262.953931207403 16887.467934624769 170172.11568080357 -5874.8942855567266 50729.13194110577
leaf_weight=3318930 951662 15840 896 20303 433 21 1118 1518 33 21 38 3647 30 712 164 1401 42 43 91 35 23 39 20 108 272 337 269 35 57 26
leaf_count=3318930 951662 15840 896 20303 433 21 1118 1518 33 21 38 3647 30 712 164 1401 42 43 91 35 23 39 20 108 272 337 269 35 57 26
internal_value=0 -15.2002 -1045.34 -2717.68 -36217.9 -47563.4 860.471 -738.775 -13665.5 58760.5 -832.343 -948.129 541.681 6681.43 9879.84 11616.1 15323.4 24966 29923.2 35945.1 -12347.8 31864.8 -23053.4 -15583.9 31854.9 34517.6 44364.1 63315.9 52942.9 119262
internal_weight=0 3.3665e+06 47572 25338 1350 917 22234 17442 1572 54 23988 23950 15870 4792 3674 3490 2778 1377 1227 1074 153 62 184 150 1039 996 659 390 329 61
internal_count=4318164 3366502 47572 25338 1350 917 22234 17442 1572 54 23988 23950 15870 4792 3674 3490 2778 1377 1227 1074 153 62 184 150 1039 996 659 390 329 61
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=31
num_cat=0
split_feature=0 3 5 4 5 5 6 0 5 3 3 5 5 1 0 2 1 5 5 5 0 1 5 2 2 1 2 2 1 1
split_gain=3.36618e+11 4.18604e+12 1.14794e+13 1.73637e+13 2.35215e+13 3.98122e+13 1.90658e+13 1.72122e+13 2.59287e+13 1.71705e+13 1.52626e+13 2.19581e+13 4.43772e+13 3.92513e+13 4.62831e+13 1.92903e+13 2.09587e+13 1.47631e+13 2.74446e+13 2.65835e+13 2.94883e+13 1.03384e+14 3.46914e+13 8.53304e+13 2.09196e+13 2.0472e+13 1.96366e+13 1.84489e+13 1.82068e+13 1.78075e+13
threshold=45.013473000000012 5.5000000000000009 79.730000000000018 2.5000000000000004 109.05000000000001 116.06000000000002 1.5000000000000002 44.039893800000009 125.85000000000001 3.5000000000000004 4.5000000000000009 177.02500000000003 150.04500000000004 39.032393150000004 43.514103700000014 2.5000000000000004 43.574807850000006 100.05000000000001 89.00500000000001 105.35000000000001 43.592450450000008 39.726951800000002 125.85000000000001 2.5000000000000004 2.5000000000000004 40.247294600000011 2.5000000000000004 1.5000000000000002 37.767735350000002 40.810045900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 -5 8 -7 -6 -8 12 17 -14 -15 -13 -17 18 -12 29 21 -21 26 27 -20 -26 -22 -24 -25 -19
right_child=-2 -3 3 6 5 7 10 -9 -10 -11 11 15 13 14 -16 16 -18 19 24 20 22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=668.57699698032297 7.3605486379120721 -426.34217397830611 -17922.789451012923 11566.768408574169 32311.665476190476 -101443.14358303932 2262.4760213791774 33266.173098632811 -3558.5509994865024 156129.21036783856 -3108.6746342664323 2911.5258212002846 176373.98433041782 102093.06248914931 -64599.553377016135 -124644.57642045454 -16249.142718098959 71325.469661684401 -7213.7861259704314 -241630.82440476189 -38330.981253338679 -13098.709571444748 90404.574687500004 -80886.237330163058 -63734.015086829138 -23833.577639663305 14899.012388556986 217122.18991608798 23520.301445632685 11501.746378391474
leaf_weight=104464 4037556 166208 1390 1061 21 31 3234 100 213 24 1611 44 23 36 31 44 30 81 438 21 117 345 20 23 184 427 170 27 61 129
leaf_count=104464 4037556 166208 1390 1061 21 31 3234 100 213 24 1611 44 23 36 31 44 30 81 438 21 117 345 20 23 184 427 170 27 61 129
internal_value=0 -105.908 359.64 -2888.42 -11839.9 9896.03 -936.158 -1674.68 -15994.7 98347.7 -2805.61 -7049.57 -5710.93 63659.6 24966.6 -49523.1 -80700.5 -7419.56 -11305.2 2978.51 -5485.27 -26211.2 12662.3 55303.4 -23892.9 -35849.4 -6801.02 163200 -5067.2 34576.6
internal_weight=0 280608 114400 9936 1779 389 8157 344 244 45 7096 3862 3744 90 67 118 74 3654 2660 994 784 366 418 131 1049 611 287 47 84 210
internal_count=4318164 280608 114400 9936 1779 389 8157 344 244 45 7096 3862 3744 90 67 118 74 3654 2660 994 784 366 418 131 1049 611 287 47 84 210
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=31
num_cat=0
split_feature=5 5 4 1 0 3 3 0 1 5 1 2 0 0 0 0 0 3 3 0 2 3 3 1 0 0 1 3 1 2
split_gain=3.6572e+11 3.34126e+12 1.3802e+13 1.09297e+14 1.85812e+13 5.60004e+13 1.74413e+13 2.83163e+13 1.83814e+13 1.59711e+13 1.55832e+13 1.3847e+13 1.16267e+13 9.98361e+12 4.79127e+13 8.69309e+12 1.01785e+13 1.51335e+13 9.59551e+12 9.5575e+12 1.68234e+13 1.16418e+13 8.45243e+12 3.53861e+13 6.12812e+13 1.00031e+13 3.43147e+13 2.20157e+13 1.75598e+13 1.45693e+13
threshold=55.405000000000008 54.990000000000002 1.5000000000000002 30.315880100000005 43.642715500000008 16.500000000000004 5.5000000000000009 43.514103700000014 39.899261850000009 55.005000000000003 30.226173900000003 10.500000000000002 59.916647550000008 59.950068600000009 59.904813200000007 60.035045000000004 60.063729500000008 20.500000000000004 18.500000000000004 59.863160500000006 7.5000000000000009 20.500000000000004 4.5000000000000009 30.323743050000001 59.950068600000009 43.642715500000008 39.969502550000009 14.500000000000002 39.925119750000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 8 -8 -5 11 15 12 -3 14 -6 19 17 18 -17 21 -21 -4 23 24 -12 26 27 28 29 -24
right_child=-2 2 10 4 13 -7 7 -9 -10 -11 22 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.191273098461032 37.252872010767753 -60708.980986555238 9978.5167708211884 124781.8484544837 -4877.1149042687057 149660.90656250002 5288.5779981111227 -112760.42954545455 17730.074413601858 -32124.57389622739 221575.87751953129 -38488.866410688926 -124152.70493829901 -32261.171420820931 112792.59987444196 51739.988415178574 -4640.0959334188437 19743.981226490163 137243.59181547619 12725.812975202289 -34980.497682143701 66876.581704230062 23914.263949862394 2431.4718342064511 -17766.119633152175 -904.06091728733577 4404.665757213691 -68327.254935923789 -79106.325690406986 -22752.652938788084
leaf_weight=2636859 1636543 43 670 23 3055 30 266 22 53 76 20 44 88 126 35 35 67 108 21 168 132 38 88 4762 23 33635 698 114 43 279
leaf_count=2636859 1636543 43 670 23 3055 30 266 22 53 76 20 44 88 126 35 35 67 108 21 168 132 38 88 4762 23 33635 698 114 43 279
internal_value=0 -22.7347 -879.467 -6594.7 -2158.23 18338.9 7515.68 -3729.05 50127.3 -70402 -339.957 -87025.3 -103328 -4669.39 -3544.29 10703.7 28201.2 41618.1 83803.8 6693.88 -8264.96 13032.4 -684.95 3246.94 93555.7 -1226.96 -10114.5 -29455 -18646.6 -11562.8
internal_weight=0 2.68162e+06 44762 3861 3610 394 364 288 76 251 40901 175 131 3216 3090 1239 231 164 56 1008 300 708 39662 4805 43 34857 1222 524 410 367
internal_count=4318164 2681621 44762 3861 3610 394 364 288 76 251 40901 175 131 3216 3090 1239 231 164 56 1008 300 708 39662 4805 43 34857 1222 524 410 367
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=31
num_cat=0
split_feature=3 5 5 1 2 1 0 2 2 1 0 2 4 1 3 0 1 1 4 4 0 1 0 0 5 0 0 1 2 2
split_gain=3.30879e+11 2.58664e+12 1.4576e+13 3.88683e+13 4.20654e+13 3.5712e+13 2.77556e+13 7.7698e+13 2.52943e+13 2.24053e+13 1.46422e+13 1.05174e+13 1.01246e+13 8.92784e+12 7.8444e+12 1.09208e+13 1.32904e+13 6.34261e+12 6.52009e+12 1.51466e+13 1.75721e+13 5.22601e+13 1.67039e+13 4.78827e+13 3.11647e+13 2.16933e+13 1.53449e+13 1.43082e+13 4.68267e+13 2.39945e+13
threshold=4.5000000000000009 137.05000000000004 132.05000000000004 39.718803500000007 1.5000000000000002 30.370618100000005 56.301440000000007 2.5000000000000004 1.5000000000000002 37.214886200000009 59.916647550000008 2.5000000000000004 4.5000000000000009 49.177301950000007 2.5000000000000004 45.073740550000004 37.66934650000001 113.46563545000002 4.5000000000000009 3.5000000000000004 43.592450450000008 44.660994650000006 55.795550600000006 55.751981950000008 150.04500000000004 55.885524800000006 56.143542450000005 39.899261850000009 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 10 11 -8 -7 -10 -4 -6 -12 -13 -11 -16 -17 18 19 22 21 -21 23 -3 26 -26 -24 29 -29 -27
right_child=-2 17 3 4 6 8 7 -9 9 14 12 13 -14 -15 15 16 -18 -19 -20 20 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=-85.220116782226484 8.5028685370126436 5694.6139399892991 -15265.383309659092 -24495.634394531251 9225.4633746603267 34565.620574776789 270551.14161854621 20433.616724537038 -150797.84144021739 8651.1842386881526 103728.14965533088 32555.18903882576 21705.939822048615 103652.5847502056 -120051.62843750001 -82152.358112980786 21043.420149739584 35136.853231534093 3099.0362367796483 -145798.98050986844 -9943.1457386940911 3136.2025976119503 -122159.3649116848 146026.07637304688 -89711.525111607159 -904.32195589744447 -34805.094179687498 18957.671576891447 -146936.8067089844 92268.577719350971
leaf_weight=367839 3945856 887 33 60 46 35 23 27 23 24 34 33 27 38 20 26 24 44 1203 38 1288 62 23 25 21 59 160 114 20 52
leaf_count=367839 3945856 887 33 60 46 35 23 27 23 24 34 33 27 38 20 26 24 44 1203 38 1288 62 23 25 21 59 160 114 20 52
internal_value=0 -90.1165 -62.6614 17480.6 47322.2 -10056.2 73125 135488 -40018.9 -62330.5 38394.3 46474.3 67423.2 70607.3 -40684.3 -57599.3 -32618.4 -2620.65 -3041.03 -5728.01 -13078.3 -53459.2 1768.11 9541.42 -14020.9 7831.23 -45784 16192 -5802.7 42744.2
internal_weight=0 372308 368312 473 227 246 167 50 152 117 94 117 61 71 94 70 50 3996 3952 2749 1388 100 1361 912 449 266 183 245 134 111
internal_count=4318164 372308 368312 473 227 246 167 50 152 117 94 117 61 71 94 70 50 3996 3952 2749 1388 100 1361 912 449 266 183 245 134 111
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=31
num_cat=0
split_feature=1 5 2 2 2 4 3 0 1 6 0 2 5 5 2 3 1 2 5 3 5 0 2 3 5 5 3 2 3 0
split_gain=3.37529e+11 2.42785e+12 7.24103e+12 7.39035e+12 1.02475e+13 6.91332e+12 1.32497e+13 1.08841e+13 1.4724e+13 1.40327e+13 1.39283e+13 1.38693e+13 1.52744e+13 1.05733e+13 1.34438e+13 1.017e+13 9.7194e+12 8.4742e+12 7.54132e+12 1.96641e+13 1.37138e+13 1.07955e+13 1.62034e+13 7.80519e+12 7.16877e+12 1.53207e+13 9.80813e+12 9.68e+12 8.23613e+12 1.27987e+13
threshold=104.38035940000002 63.855000000000011 16.500000000000004 14.500000000000002 13.500000000000002 2.5000000000000004 14.500000000000002 52.485928400000006 113.46563545000002 1.5000000000000002 60.693675950000006 5.5000000000000009 86.810000000000016 75.750000000000014 2.5000000000000004 7.5000000000000009 113.46563545000002 3.5000000000000004 73.995000000000019 15.500000000000002 75.750000000000014 52.056565900000003 10.500000000000002 15.500000000000002 65.045000000000016 69.610000000000014 9.5000000000000018 2.5000000000000004 5.5000000000000009 51.717367500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 13 -10 -9 24 -13 -3 -15 -12 -8 -17 23 20 -20 22 -21 -18 -11 26 27 -26 29 -27
right_child=1 2 -4 -5 -6 -7 16 10 9 11 15 12 -14 14 -16 17 18 -19 19 21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=2.8129150893200929 177.27958517150932 6605.8467449416758 42657.708013091222 -24164.676562500001 39176.225844254033 -2735.4433972232018 30056.116383394285 -40128.35026430877 -11265.686875697545 -20282.594332449778 -18137.444357014389 48835.219536999692 -20420.266547309031 32067.879427083331 -54061.736676520275 55550.760848721598 42424.943157327594 6871.9054861338363 -123896.8111032197 -17923.423217773438 -18955.993798828127 -56849.34017333985 89209.201796875001 -13705.013657513788 28738.010907451928 84995.683802083338 375.09814453125 108357.67633023649 -5047.9517526726977 4774.1888903601694
leaf_weight=4274890 31604 217 37 144 62 9387 47 92 126 56 139 276 36 24 74 44 29 191 33 48 20 32 20 170 26 30 24 37 190 59
leaf_count=4274890 31604 217 37 144 62 9387 47 92 126 56 139 276 36 24 74 44 29 191 33 48 20 32 20 170 26 30 24 37 190 59
internal_value=0 -277.878 -1510.51 -1650.99 -1368.81 -1588.8 3687.46 7661.39 12790.2 19565.1 -5270.7 24857.5 40844.2 -5706.26 -32968.8 3303.91 -12656.5 15986.2 -18359.6 -35052.5 -84296.5 -8953.19 13586.2 -5525.27 13038 18136.2 54775 75498.8 6711.24 31815.1
internal_weight=0 43274 11670 11633 11489 11427 2040 1641 1175 860 466 734 312 315 98 374 399 235 352 153 53 100 68 199 422 366 87 63 279 89
internal_count=4318164 43274 11670 11633 11489 11427 2040 1641 1175 860 466 734 312 315 98 374 399 235 352 153 53 100 68 199 422 366 87 63 279 89
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 5 1 1 6 2 1 2 1 0 0 1 3 1 1 1 6 1 6 0 4 3 2 0 0 2
split_gain=3.37699e+11 5.79454e+12 4.12844e+13 2.63545e+13 2.94029e+13 3.94965e+13 1.7963e+13 2.00326e+13 2.56571e+13 1.9641e+13 1.89807e+13 1.7707e+13 1.74425e+13 3.87025e+13 2.12927e+13 2.19972e+13 1.93112e+13 2.07175e+13 2.0991e+13 1.75007e+13 4.14372e+13 3.41742e+13 1.71257e+13 2.92224e+13 1.76691e+13 1.6384e+13 1.63175e+13 1.62155e+13 2.52563e+13 1.56063e+13
threshold=54.035000000000004 54.990000000000002 17.500000000000004 37.642309100000013 37.620907050000007 54.710000000000008 30.278357500000002 37.582182450000005 1.5000000000000002 9.5000000000000018 37.475443250000005 1.5000000000000002 37.752451500000006 55.842510000000011 55.664473600000008 37.487839250000007 24.500000000000004 37.542000650000013 37.362912300000012 37.914142000000005 1.5000000000000002 37.869926150000005 1.5000000000000002 59.950068600000009 1.5000000000000002 24.500000000000004 11.500000000000002 59.950068600000009 59.863160500000006 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 11 8 -8 10 -10 -2 13 14 15 -4 17 18 22 20 21 -14 23 24 -15 -22 -16 28 -24 -20
right_child=1 -3 12 -5 5 -7 7 -9 9 -11 -12 -13 19 16 26 -17 -18 -19 29 -21 25 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-22.601932826958269 31615.209704689089 12.178188255944631 19402.299965904498 1495.2414134730177 84766.3883242546 -31413.092373046875 23770.743153504267 -10137.338742964814 6621.1167513513037 -13407.291260140264 31864.611734067963 -9009.7844319080177 33886.142636871336 -63612.165734145223 -16720.094729420733 -20783.970325893828 8789.5706067420542 24505.05979672572 -17364.814257812501 -1396.674177923584 -3751.3068359375002 159639.05685096156 28801.572066019919 -36709.332669355863 12865.223429752365 -119128.9591015625 -43514.510473680682 34098.789550437388 -42560.311313790138 -97625.384715820313
leaf_weight=2611969 123 1681305 203 13114 109 40 1492 397 1703 391 361 840 128 34 410 414 1024 157 47 2250 32 26 91 402 271 20 510 142 109 50
leaf_count=2611969 123 1681305 203 13114 109 40 1492 397 1703 391 361 840 128 34 410 414 1024 157 47 2250 32 26 91 402 271 20 510 142 109 50
internal_value=0 34.6007 1549.23 3925.15 9765.68 53577.3 8535.62 11274.9 13428.6 7143.23 11036.3 -3820.92 -5431.93 -9620.27 -21934.6 -7562.23 -1486.55 -9562.33 -14229.5 1157.53 29055.4 55117.2 -10114 -19000.7 4339.88 -48127.3 -31573.5 8257.01 -10090.7 -58736.2
internal_weight=0 1.7062e+06 24890 18570 5456 149 5307 4344 3947 2455 2064 963 6320 3864 1537 617 2327 1303 1146 2456 206 154 1049 707 305 52 920 342 200 97
internal_count=4318164 1706195 24890 18570 5456 149 5307 4344 3947 2455 2064 963 6320 3864 1537 617 2327 1303 1146 2456 206 154 1049 707 305 52 920 342 200 97
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=31
num_cat=0
split_feature=0 3 1 2 2 2 5 5 4 5 5 5 5 3 4 5 2 5 0 2 2 5 5 5 3 4 2 5 2 5
split_gain=3.30021e+11 2.72188e+12 8.51315e+12 1.78572e+13 1.48681e+13 2.14848e+13 2.55492e+13 2.14425e+13 2.04722e+13 1.3746e+13 2.50533e+13 1.91082e+13 1.85621e+13 1.41478e+13 1.53543e+13 1.35153e+13 1.12294e+13 1.1088e+13 1.08446e+13 3.22407e+13 2.6349e+13 1.89564e+13 3.65794e+13 3.34144e+13 1.97804e+13 1.88684e+13 1.55431e+13 1.29026e+13 9.74662e+12 9.60802e+12
threshold=43.465905150000005 13.500000000000002 39.925119750000007 10.500000000000002 13.500000000000002 12.500000000000002 43.810000000000009 53.995000000000012 2.5000000000000004 57.705000000000005 54.990000000000002 61.405000000000008 50.005000000000003 18.500000000000004 2.5000000000000004 40.205000000000005 14.500000000000002 35.505000000000003 43.056445700000005 6.5000000000000009 8.5000000000000018 55.990000000000002 89.00500000000001 98.020000000000024 19.500000000000004 1.5000000000000002 12.500000000000002 85.020000000000024 5.5000000000000009 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 -5 -7 -8 10 12 -11 15 14 -13 -3 -6 -4 29 25 -21 26 -23 -24 -25 -20 -22 -27 -17 -19
right_child=-2 2 17 4 16 7 8 -9 -10 11 -12 13 -14 -15 -16 28 -18 18 19 20 21 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=454.81857235622294 -2.9258360387681588 -14918.486002860483 -48648.416788194445 81080.582629815472 -61462.129898648651 11994.643828125001 -77341.223889802626 150912.802 45687.682366071429 75010.777951388896 -96321.439737527413 3946.0311914062499 44786.091495535715 43863.820427389706 -57818.639330032725 -27047.332864583339 5161.0159497070317 -627.81499081774882 132019.49358258929 -80179.735004625822 127630.61278409092 -59260.73332201087 152370.68234375 61582.573625578712 -59463.34756944445 -7239.8053631756766 11263.326757812501 70015.979086538471 -102862.93651842949 -56783.500705645165
leaf_weight=44876 4270332 127 45 29 37 20 38 25 21 27 57 80 35 34 81 30 80 1776 28 38 22 69 20 27 27 37 24 52 39 31
leaf_count=44876 4270332 127 45 29 37 20 38 25 21 27 57 80 35 34 81 30 80 1776 28 38 22 69 20 27 27 37 24 52 39 31
internal_value=0 261.212 -2677.99 -11800.3 10093.2 32966.4 4225.13 89171.4 -33551.3 -22532.3 -36946.3 -3833.18 -22295.3 -14750 -27128.1 -34274.1 -15907.8 479.072 1506.84 17780.6 -4198.21 11078.5 -6883.62 41954.5 1059.61 60423.1 66917.2 37898.4 -69899.6 -1591.19
internal_weight=0 47832 2956 760 250 133 88 45 59 510 288 222 231 195 161 196 117 2196 2151 344 227 189 143 74 54 117 46 89 69 1807
internal_count=4318164 47832 2956 760 250 133 88 45 59 510 288 222 231 195 161 196 117 2196 2151 344 227 189 143 74 54 117 46 89 69 1807
is_linear=0
shrinkage=0.1


Tree=4040
num_leaves=31
num_cat=0
split_feature=5 1 1 5 1 1 1 0 0 0 3 3 3 1 0 3 4 0 2 1 6 2 4 0 3 1 3 3 3 2
split_gain=3.25936e+11 5.49425e+12 1.5215e+13 1.42468e+13 1.74571e+13 1.65655e+13 2.39995e+13 2.40491e+13 1.59859e+13 2.83365e+13 5.6706e+13 3.81076e+13 3.9197e+13 7.34482e+13 5.2134e+13 3.82807e+13 3.42235e+13 2.79107e+13 5.00134e+13 4.58526e+13 3.85327e+13 3.5264e+13 3.0346e+13 2.66982e+13 5.24127e+13 3.15439e+13 2.22258e+13 4.89895e+13 2.30104e+13 3.66437e+13
threshold=39.305000000000007 38.096381250000007 39.016372550000007 37.995000000000012 37.457850350000008 37.832345550000007 37.767735350000002 55.120365700000008 55.674875350000008 55.899899800000007 4.5000000000000009 15.500000000000002 14.500000000000002 37.642309100000013 55.777112100000004 17.500000000000004 1.5000000000000002 55.727011600000004 3.5000000000000004 37.516458750000005 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 55.885524800000006 11.500000000000002 37.642309100000013 7.5000000000000009 5.5000000000000009 10.500000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 8 -8 -6 10 -10 12 17 14 -14 -13 -15 18 -12 21 -21 -20 -19 26 25 -25 27 -24 29 -28
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 11 15 13 16 -16 -17 -18 22 19 20 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.62550580576886661 -17.335059922925549 1448.9134239207137 41.652764498927809 -59.016399419751615 -190.46435924508873 514.20349447828937 -2244.414261575002 -19291.247884895733 -143602.25263356857 5846.3633601650872 -61394.671121937143 -25909.504111086208 -119885.8325647866 120182.36605798193 21742.005548482546 -6580.4453318690475 34077.610223153919 109823.28543750002 189261.64252232143 102289.3561298077 -25155.359810309041 6000.0925141834086 -2356.8609617675784 -40651.111777343758 -11219.640040969849 -212367.98098675275 -27410.072307827752 103111.17809627758 5359.6466605823834 35461.74177474976
leaf_weight=298220 3088542 85161 785222 31850 8294 7757 1374 2081 31 1630 220 1756 41 83 71 2460 104 25 21 26 271 21 125 20 208 23 538 68 1809 112
leaf_count=298220 3088542 85161 785222 31850 8294 7757 1374 2081 31 1630 220 1756 41 83 71 2460 104 25 21 26 271 21 125 20 208 23 538 68 1809 112
internal_value=0 43.5419 179.344 -285.485 -1677.69 -3445.14 -4879.51 -12512 -3410.99 -6175.24 -8614.58 -8091.64 -809.371 33938.4 -30103.9 -14631.2 72295.2 -3788.89 -24264.6 -168.386 -13998.6 97630.9 120.239 -824.499 -31996.7 -132500 2125.81 34802.9 -438.919 -16576.8
internal_weight=0 1.22962e+06 870383 359239 61019 29169 21412 3455 17957 9663 8033 8002 3786 299 112 4216 187 3487 559 339 297 42 2928 2903 251 43 2652 193 2459 650
internal_count=4318164 1229622 870383 359239 61019 29169 21412 3455 17957 9663 8033 8002 3786 299 112 4216 187 3487 559 339 297 42 2928 2903 251 43 2652 193 2459 650
is_linear=0
shrinkage=0.1


Tree=4041
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 0 3 3 5 0 6 3 2 0 2 3 3 5 1 5 2 0 2 5 2 2 4 2 5
split_gain=3.8122e+11 6.57921e+12 2.63542e+13 1.31854e+13 3.08106e+13 1.69663e+13 1.84466e+13 1.29942e+13 2.51614e+13 1.85259e+13 3.70074e+13 1.38697e+13 1.63975e+13 1.61001e+13 1.33552e+13 1.84922e+13 1.25909e+13 2.43552e+13 2.48197e+13 3.58712e+13 4.33549e+13 2.49561e+13 2.79218e+13 2.45613e+13 2.78433e+13 2.03194e+13 3.34108e+13 2.60497e+13 1.6349e+13 2.44779e+13
threshold=53.973051950000006 36.546174950000008 53.310923100000004 36.761894450000007 53.242949050000007 37.214886200000009 48.713222300000005 5.5000000000000009 6.5000000000000009 93.00500000000001 50.565831500000009 1.5000000000000002 13.500000000000002 17.500000000000004 50.565831500000009 5.5000000000000009 16.500000000000004 14.500000000000002 84.030000000000015 36.585378200000001 118.33500000000002 3.5000000000000004 50.565831500000009 13.500000000000002 90.015000000000015 10.500000000000002 9.5000000000000018 2.5000000000000004 7.5000000000000009 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 9 14 -3 -11 12 -10 16 -9 -16 17 23 -19 21 -21 -20 -23 -13 -25 26 27 -24 29 -29
right_child=-2 3 -4 5 -6 -7 -8 8 11 10 -12 13 -14 -15 15 -17 -18 18 19 20 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-1664.8024111497341 17.830779242885693 7052.7317835382746 -33663.490844076761 440.29375774464216 -95703.296972656259 -64.013222428706129 -33125.187828534916 -37088.581477029911 45409.72947631836 -24880.541813858697 147736.50899884259 1743.1846377410043 1236.7597951425671 67631.797835726349 9156.2304250991765 -35122.787194578435 -5895.9348594428302 6442.9373237649816 -14721.592252604167 35809.075131330821 -107762.55700757576 -13255.444107142857 -2254.4053267045456 -3345.255562046596 -128289.42862903228 132202.13474609374 -15863.783072916667 17896.796640625002 185629.57067307693 157833.65435937501
leaf_weight=12058 3174807 3702 263 331 32 1107507 324 234 160 23 27 14880 177 37 257 149 1994 764 42 58 33 35 22 42 31 60 39 25 26 25
leaf_count=12058 3174807 3702 263 331 32 1107507 324 234 160 23 27 14880 177 37 257 149 1994 764 42 58 33 35 22 42 31 60 39 25 26 25
internal_value=0 -49.5115 -2347.84 -24.4745 2352.03 -73.5289 -16163.1 2489.4 1432.01 7869.36 68332.7 2108.18 22209.1 1734.19 -18060.7 -7093.95 1599.3 2528.63 16691.2 38142.4 -16255.4 56208.9 69049.7 1459.31 -56403.7 83672.5 62418.6 93571.8 121311 87865.2
internal_weight=0 1.14336e+06 12321 1.13104e+06 22874 1.10816e+06 655 22842 19090 3752 50 18450 337 18113 640 406 18076 16082 1129 365 91 274 232 14953 73 197 137 98 76 50
internal_count=4318164 1143357 12321 1131036 22874 1108162 655 22842 19090 3752 50 18450 337 18113 640 406 18076 16082 1129 365 91 274 232 14953 73 197 137 98 76 50
is_linear=0
shrinkage=0.1


Tree=4042
num_leaves=31
num_cat=0
split_feature=2 1 2 5 5 4 0 6 3 3 0 5 5 0 5 5 5 0 1 5 5 1 5 5 5 5 4 0 3 3
split_gain=3.4829e+11 2.18637e+12 5.52484e+12 1.34993e+13 5.05935e+12 6.69447e+12 5.64424e+12 6.44762e+12 8.12487e+12 5.00963e+12 6.17122e+12 6.05027e+12 1.50671e+13 8.03457e+12 4.75008e+12 7.96278e+12 6.23186e+12 5.75795e+12 4.69336e+12 8.54787e+12 5.43454e+12 3.53347e+12 1.41908e+13 2.26325e+13 1.38934e+13 2.10531e+13 2.03525e+13 2.18481e+13 2.17374e+13 1.64028e+13
threshold=14.500000000000002 30.160599000000001 19.500000000000004 110.05000000000001 61.845000000000006 2.5000000000000004 59.939091550000008 1.5000000000000002 17.500000000000004 21.500000000000004 59.863160500000006 91.050000000000011 89.00500000000001 59.853570100000006 100.05000000000001 84.030000000000015 70.50500000000001 59.846652800000008 30.102666750000001 49.010000000000012 39.355000000000011 30.259484550000003 93.00500000000001 94.040000000000006 95.020000000000024 100.05000000000001 3.5000000000000004 59.982527000000012 24.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 18 8 -8 14 11 12 13 -11 15 16 -7 -18 19 20 -2 22 -3 -24 -25 -26 27 -27 29 -29
right_child=1 21 3 -5 5 9 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-8.2767711849285828 -10873.831073150635 -840.22925543529516 -7341.8250313535264 72353.370880681832 28941.306614475932 26636.603281250005 67664.309193978654 -19311.279555191533 11753.456459066903 -16862.185833333333 -31156.937624999999 49062.263253348217 -65514.220862926137 45406.428582558707 -51305.337500000001 40230.66552734375 -7943.6917668269234 -77455.151136363638 4564.6345810326593 -37793.202661426963 21749.238321370445 138.49867870564151 -103058.73348599138 50494.617471590915 -54112.277802309778 78392.69108220881 -29802.021556821077 25663.315405868903 52838.509511624849 -53186.43738114641
leaf_weight=3980118 160 11287 627 22 197 20 41 31 71 30 25 56 22 67 23 32 26 22 665 83 75 323892 29 33 115 44 184 41 52 74
leaf_count=3980118 160 11287 627 22 197 20 41 31 71 30 25 56 22 67 23 32 26 22 665 83 75 323892 29 33 115 44 184 41 52 74
internal_value=0 97.4498 3173.49 -4640.29 6254.38 14412.7 2486.77 21049.5 32220.8 5551.57 15318.1 21957.4 9202.12 26148.1 -10328.9 -904.359 -20262 -39803.1 -213.605 -10205.8 -462.213 76.4238 -1618.96 -16985.3 -12388.4 -16457.3 -5494.41 15702.8 -814.359 -25074.8
internal_weight=0 338046 2295 649 1646 520 1126 143 112 323 200 175 119 97 123 100 68 48 983 318 235 335751 11859 572 543 510 395 211 167 115
internal_count=4318164 338046 2295 649 1646 520 1126 143 112 323 200 175 119 97 123 100 68 48 983 318 235 335751 11859 572 543 510 395 211 167 115
is_linear=0
shrinkage=0.1


Tree=4043
num_leaves=31
num_cat=0
split_feature=5 2 1 1 5 5 1 0 1 3 0 5 5 6 0 0 0 5 2 2 1 3 0 1 5 5 4 2 3 0
split_gain=3.37666e+11 2.44285e+12 8.75589e+12 2.83253e+13 4.32692e+13 2.83294e+13 2.70662e+13 2.33838e+13 2.17634e+13 1.97179e+13 1.73584e+13 2.60188e+13 4.76936e+13 1.71913e+13 1.87865e+13 2.28015e+13 1.84873e+13 1.73795e+13 1.88369e+13 2.98678e+13 1.62691e+13 1.61351e+13 2.09638e+13 1.46638e+13 1.40667e+13 1.5781e+13 2.72877e+13 3.93697e+13 2.46697e+13 3.58885e+13
threshold=100.05000000000001 11.500000000000002 39.753614400000011 44.083877800000003 105.35000000000001 107.05000000000001 39.767857750000005 45.047272400000004 39.080602550000002 16.500000000000004 47.249522000000006 132.05000000000004 161.85000000000002 1.5000000000000002 45.040161900000008 56.301440000000007 56.338501050000012 161.85000000000002 13.500000000000002 15.500000000000002 41.950906500000009 18.500000000000004 56.301440000000007 43.94115175000001 105.35000000000001 120.05000000000001 3.5000000000000004 16.500000000000004 18.500000000000004 51.67657710000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 7 -6 -7 -4 -3 10 11 -10 -13 -8 17 20 -17 18 -15 -20 -16 23 -23 -9 -11 -26 27 -27 29 -28
right_child=1 2 3 -5 5 6 13 21 9 24 -12 12 -14 14 15 16 -18 -19 19 -21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=4.7036920130205599 39.407836565185164 -1405.2853046407431 158006.85690696025 -480.53296556596342 -76669.766251001609 102329.6874747984 -25731.026996875004 -20184.30402250744 -145.08295953300563 14573.4650364112 -65097.526345312508 -161547.17666330645 22106.713716947117 58056.099532016488 18820.714453125001 -11572.321210007442 71027.236235351564 -89330.146569293487 -119313.46627038045 20253.70451341712 130765.42350084461 43079.963419117645 168358.97286931821 54359.03378080987 -30373.362800693798 58228.819755329459 -125471.7244419643 -19025.271219618058 -649.33265548406871 25947.803889266306
leaf_weight=4199349 98544 9725 22 8490 39 31 125 42 178 221 125 31 26 43 20 84 40 23 23 46 37 34 22 71 335 129 49 135 102 23
leaf_count=4199349 98544 9725 22 8490 39 31 125 42 178 221 125 31 26 43 20 84 40 23 23 46 37 34 22 71 335 129 49 135 102 23
internal_value=0 -166.245 -1165.99 1115.7 20420.6 5242.17 12010.3 61028.9 -3059.07 -14937.2 -34989.5 -18974.5 -77775.2 5661.34 18079.2 39136.7 15072.7 -10153.5 6106.01 -26268.7 91486.6 48404.5 92296.7 26652.7 -7674.83 -14035.6 -1539.82 18723.9 -32284.8 -77101.6
internal_weight=0 118815 20271 9192 702 511 472 191 11079 1354 360 235 57 441 316 181 124 135 112 69 57 169 56 113 994 773 438 264 174 72
internal_count=4318164 118815 20271 9192 702 511 472 191 11079 1354 360 235 57 441 316 181 124 135 112 69 57 169 56 113 994 773 438 264 174 72
is_linear=0
shrinkage=0.1


Tree=4044
num_leaves=31
num_cat=0
split_feature=5 0 0 5 1 1 6 0 1 1 0 5 3 1 1 5 5 6 3 4 5 1 1 0 6 1 0 0 5 1
split_gain=3.34067e+11 4.8027e+12 1.80513e+13 2.30932e+13 1.98922e+13 1.75542e+13 1.79253e+13 1.68051e+13 1.43687e+13 2.02201e+13 1.39734e+13 1.8568e+13 2.11471e+13 1.79363e+13 2.98764e+13 3.68261e+13 3.8083e+13 3.37981e+13 2.79954e+13 2.48267e+13 1.98784e+13 1.53831e+13 1.45798e+13 1.45716e+13 2.17576e+13 2.17407e+13 1.35789e+13 1.24751e+13 1.2222e+13 1.21463e+13
threshold=36.515000000000008 55.535913550000011 55.099723300000008 35.710000000000008 37.737121850000008 37.533784800000006 1.5000000000000002 55.039751500000008 82.981501350000016 82.940215400000014 55.56564190000001 21.015000000000004 19.500000000000004 37.559851850000008 37.475443250000005 36.005000000000003 33.585000000000008 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 28.035000000000004 37.66934650000001 37.503486000000002 55.551692500000009 1.5000000000000002 37.582182450000005 55.518428350000008 55.518428350000008 32.475000000000001 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 27 -7 -1 9 -9 11 -3 13 14 -13 16 19 -18 -17 22 29 23 -16 24 25 -14 -8 -5 -22 -21
right_child=-2 10 3 4 -6 6 26 8 -10 -11 -12 12 21 -15 15 18 17 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-204.2274461430514 14.516428204202903 -7354.7311771922077 -1311.4086090324638 -12107.912357789268 -4687.3580771135303 -46699.251780495993 -24589.066274729084 1477.4223744345609 -2549.9829859758374 8294.0240846789347 113.21929110730991 3262.5794698623595 15813.292285156251 -268.01522666562619 53351.396555160434 40833.026328125008 85949.064850174764 27265.344540390241 -50365.010732706316 -33751.9312293076 50075.553020919004 65810.77982486265 -26127.597468171298 -3201.4116214304959 -51491.803144531252 108608.88779105393 21171.151638124051 29442.361116536456 -37783.119648437503 43847.227666440216
leaf_weight=404069 3393752 1110 51054 517 3831 328 310 13738 4616 6369 432181 1832 50 2919 159 50 190 203 103 164 76 91 27 145 20 51 82 84 20 23
leaf_count=404069 3393752 1110 51054 517 3831 328 310 13738 4616 6369 432181 1832 50 2919 159 50 190 203 103 164 76 91 27 145 20 51 82 84 20 23
internal_value=0 -53.2935 -270.252 -1955.32 -8336.15 -18917.9 -29449.9 -49.3741 2481.53 3636.62 186.172 4545.19 6702.45 5240.14 10887.6 24650.2 32675 55636.6 -20561.7 13434.3 -5218.2 30320.6 41814.1 18179.2 43800.7 62670.5 -15016.8 -6300.55 31771.7 -24207.6
internal_weight=0 924412 484998 56206 5152 1321 720 428792 24723 20107 439414 7233 6123 5766 2847 1015 862 393 153 469 283 357 186 266 121 101 392 601 96 187
internal_count=4318164 924412 484998 56206 5152 1321 720 428792 24723 20107 439414 7233 6123 5766 2847 1015 862 393 153 469 283 357 186 266 121 101 392 601 96 187
is_linear=0
shrinkage=0.1


Tree=4045
num_leaves=31
num_cat=0
split_feature=1 5 2 0 1 0 5 3 3 0 4 0 5 1 0 5 0 2 2 2 2 0 3 4 1 4 4 3 3 5
split_gain=3.43831e+11 1.74518e+12 7.84083e+12 1.04648e+13 1.71474e+13 9.92838e+12 2.7583e+13 1.25161e+13 1.59976e+13 1.02912e+13 9.44129e+12 8.66203e+12 7.54438e+12 7.15892e+12 1.9095e+13 2.87294e+13 6.93008e+12 6.8232e+12 6.55032e+12 1.54519e+13 1.48392e+13 1.70951e+13 1.33751e+13 1.30206e+13 1.46061e+13 1.05356e+13 9.31323e+12 1.50766e+13 1.07951e+13 9.31274e+12
threshold=86.067573200000012 125.85000000000001 4.5000000000000009 56.028355650000009 92.815157350000007 54.864040150000001 150.04500000000004 5.5000000000000009 9.5000000000000018 56.009576300000013 5.5000000000000009 56.197733450000008 150.04500000000004 113.46563545000002 52.485928400000006 161.85000000000002 55.455204450000004 3.5000000000000004 7.5000000000000009 8.5000000000000018 9.5000000000000018 56.028355650000009 6.5000000000000009 4.5000000000000009 91.910414550000013 4.5000000000000009 3.5000000000000004 10.500000000000002 10.500000000000002 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 9 -8 -9 16 13 12 17 14 15 -4 -7 -6 22 -20 21 -21 23 24 -16 -22 28 29 -24 -28
right_child=1 2 10 4 11 6 7 8 -10 -11 -12 -13 -14 -15 18 -17 -18 -19 19 20 25 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.7174796953481168 169.40261657916042 -13683.766753509426 121352.83275505515 -92805.719335937509 8491.7665665064105 -13735.44069494299 119185.66025000002 -28984.555978260873 83571.605747767855 26429.524384469696 57582.994606854838 9089.5601562499996 -77211.825957661291 -17240.533226348136 2548.0952031249999 -6827.4873697916673 -79674.988306318017 -61157.290962357962 -56842.026297669501 1102.455018939394 -504.40323689778643 116518.52542782738 91816.991189236112 22938.391056743421 -101754.58545258621 -68396.302968749995 -27832.639051496477 80594.692593750005 7255.7795072115396 29191.972998046876
leaf_weight=4147874 168794 319 34 36 39 37 25 23 28 33 31 73 31 164 25 36 28 22 59 33 96 21 36 38 29 30 71 25 26 48
leaf_count=4147874 168794 319 34 36 39 37 25 23 28 33 31 73 31 164 25 36 28 22 59 33 96 21 36 38 29 30 71 25 26 48
internal_value=0 139.265 -3261.2 -11043.8 -30275.2 -3202.95 16011.9 61223.7 32811 -19050.4 3473.34 -16632.2 -37041.8 1297.72 6306.41 55431.5 -42140.2 -16627.6 -97.2373 -12429.8 2127.55 45986.5 9793.64 -21907.8 -53466.3 -16669.1 23951.6 9999.75 56355.8 -4831.11
internal_weight=0 170290 1496 694 201 493 174 76 51 98 802 165 92 771 607 70 65 61 537 239 180 54 298 92 54 126 206 144 62 119
internal_count=4318164 170290 1496 694 201 493 174 76 51 98 802 165 92 771 607 70 65 61 537 239 180 54 298 92 54 126 206 144 62 119
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=31
num_cat=0
split_feature=0 5 1 3 5 1 0 1 3 5 2 3 2 5 6 2 1 3 0 2 1 3 0 1 5 3 2 3 2 2
split_gain=3.34254e+11 4.21215e+12 1.44738e+13 1.87989e+13 1.29762e+13 2.92049e+13 1.69218e+13 1.53045e+13 1.31142e+13 2.18403e+13 2.18987e+13 1.25813e+13 7.94013e+12 9.67205e+12 1.7841e+13 9.84818e+12 7.56018e+12 7.16601e+12 6.8473e+12 1.80109e+13 5.12094e+12 6.10479e+12 5.4466e+12 1.00844e+13 1.82541e+13 1.17403e+13 1.01897e+13 9.98556e+12 1.84297e+13 2.1789e+13
threshold=60.035045000000004 128.92000000000004 30.160599000000001 4.5000000000000009 120.05000000000001 50.888703650000004 60.042666650000008 30.305955500000003 4.5000000000000009 123.15000000000002 8.5000000000000018 8.5000000000000018 10.500000000000002 125.85000000000001 1.5000000000000002 4.5000000000000009 30.278357500000002 24.500000000000004 60.042666650000008 5.5000000000000009 30.323743050000001 4.5000000000000009 61.674413550000004 34.359746700000009 142.05000000000004 5.5000000000000009 4.5000000000000009 13.500000000000002 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 -8 -9 10 -10 -7 13 15 -15 -11 -4 -14 19 -18 21 -20 27 26 25 -25 -24 28 29 -22
right_child=1 2 16 -5 5 11 7 8 9 12 -12 -13 17 14 -16 -17 18 -19 20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.6980374137342427 -174.51467304076971 -14822.78302641369 58145.510937500003 -113300.38900669644 115739.34604041057 -108733.49703124999 88291.584202665443 82497.176547475974 -119136.72200520833 -44572.152382812499 18987.780761163885 -10746.198087993422 -53073.506640625004 17824.591321614582 132207.38075000001 53477.340987723219 -106284.13931107955 28771.848891813861 65404.681852213544 21674.928568892046 -33730.942105102542 -467.83230698529417 12291.740600585938 26159.858971774196 -2707.3364946757279 121677.68593750001 -78067.640429687497 11094.377755301341 -79632.678004807691 81632.164488636365
leaf_weight=4198450 118704 63 20 28 23 20 34 26 24 20 22 38 20 30 25 21 22 23 24 22 64 34 24 31 146 22 26 84 52 22
leaf_count=4198450 118704 63 20 28 23 20 34 26 24 20 22 38 20 30 25 21 22 23 24 22 64 34 24 31 146 22 26 84 52 22
internal_value=0 -164.763 -7989.68 -45123.6 -119.798 19803.9 33727.9 26028.9 15996 6649.92 -53077.2 -44534.9 26415.7 42411.5 69816.8 5648.32 -2291.22 -9295.76 -4400.71 -42304.6 -1248.02 26789.8 -4700.65 5453.16 15540.7 65808.8 -34695.1 -16089.4 -32636 -4219.45
internal_weight=0 119714 684 91 119030 326 268 245 211 185 46 58 139 96 55 41 593 43 573 44 529 58 471 249 199 53 50 222 138 86
internal_count=4318164 119714 684 91 119030 326 268 245 211 185 46 58 139 96 55 41 593 43 573 44 529 58 471 249 199 53 50 222 138 86
is_linear=0
shrinkage=0.1


Tree=4047
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 0 0 0 0 0 1 1 0 5 0 0 0 1 5 1 3 5 5 5 5 1 0 4 5
split_gain=3.23783e+11 2.42091e+12 7.43198e+12 1.37465e+13 1.33333e+13 9.4409e+12 9.8409e+12 9.2678e+12 1.07911e+13 1.33151e+13 1.19186e+13 6.88751e+12 6.86584e+12 6.62967e+12 6.58054e+12 6.43925e+12 8.48216e+12 6.18684e+12 1.1348e+13 7.12922e+12 6.09131e+12 5.88563e+12 5.85323e+12 5.27815e+12 4.9989e+12 4.81195e+12 4.7372e+12 4.70206e+12 4.75505e+12 4.48393e+12
threshold=2.5000000000000004 41.900971000000006 43.808567100000012 56.367862600000002 43.514103700000014 52.485928400000006 53.145783300000012 56.110481950000008 56.054485600000007 55.755036050000008 55.860536450000005 40.810045900000013 43.574807850000006 55.212972300000011 74.610000000000014 44.580511600000001 44.893607100000004 53.204054050000003 83.761389800000003 83.010000000000005 50.227799100000006 1.5000000000000002 61.020000000000003 71.715000000000018 62.710000000000008 42.005000000000003 52.395917250000004 63.563300600000012 1.0000000180025095e-35 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 21 -4 20 8 9 12 -11 -1 22 -14 -9 23 -17 18 19 29 -7 -3 -6 -13 -24 -19 -22 28 -27 -8
right_child=-2 2 5 -5 7 6 17 14 -10 10 -12 15 13 -15 -16 16 -18 25 -20 -21 26 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-132.31412365285303 -4.4899107362410735 -3887.0280898150277 -3573.0024270224621 18492.176791560152 1236.6076689314873 -5030.7550215340707 -5889.91518802057 -10277.453482378978 24361.678476516219 -61831.223854166667 -7168.6217190782572 22733.877211872328 -38565.401230719151 4677.0222438401443 -64239.773990885413 -34808.824040721796 -6373.4264748578516 -642.12736225033223 -63717.5400390625 -56333.756944444453 27365.495491784946 29336.747009722134 45171.724995349708 -27886.133072265628 9540.8124756246907 24576.650400727372 7722.4501400358786 14901.11220876138 1161.9828841068381 31464.077543729894
leaf_weight=48050 4205107 68 5787 599 2459 366 586 387 211 60 119 117 78 65 24 113 1464 20892 36 27 131 247 42 25 630 87 1955 254 28144 34
leaf_count=48050 4205107 68 5787 599 2459 366 586 387 211 60 119 117 78 65 24 113 1464 20892 36 27 131 247 42 25 630 87 1955 254 28144 34
internal_value=0 167 577.355 4281.73 2342.77 260.349 682.797 810.526 2407.76 1066.23 -25491.3 -354.821 2518.22 -18909.8 -13428.5 -6574.39 -8410.97 379.825 -9072.55 -6032.03 6868.28 22164.6 3496.88 13821.9 11767.7 510.573 8956.03 1356.01 1234.14 -3841.47
internal_weight=0 113057 63288 4989 4390 58299 52512 4075 3664 3453 179 49769 3274 143 411 1719 1577 50060 683 647 2452 315 3131 142 672 49377 2086 28485 28231 620
internal_count=4318164 113057 63288 4989 4390 58299 52512 4075 3664 3453 179 49769 3274 143 411 1719 1577 50060 683 647 2452 315 3131 142 672 49377 2086 28485 28231 620
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=31
num_cat=0
split_feature=5 1 1 6 3 3 5 1 1 5 0 0 5 1 3 0 3 5 0 0 1 1 3 3 0 2 0 2 1 3
split_gain=3.40943e+11 4.66587e+12 1.4048e+13 1.98672e+13 1.49974e+13 2.08136e+13 1.37844e+13 2.47939e+13 1.56996e+13 1.78412e+13 1.28223e+13 3.1065e+13 1.16589e+13 1.34558e+13 1.62725e+13 1.64103e+13 2.67235e+13 7.74226e+13 1.61311e+13 2.60226e+13 5.45784e+13 8.71553e+13 9.20491e+13 2.00941e+14 3.54671e+13 2.44429e+13 2.36051e+13 2.19433e+13 1.87812e+13 1.84354e+13
threshold=39.305000000000007 38.096381250000007 38.058342000000003 1.5000000000000002 8.5000000000000018 7.5000000000000009 37.005000000000003 82.91993380000001 82.888608650000023 38.010000000000012 55.416472000000006 55.601678500000013 37.995000000000012 37.39371280000001 9.5000000000000018 55.993277250000013 21.500000000000004 38.905000000000008 55.795550600000006 55.851332700000007 37.615058950000012 37.692869000000009 14.500000000000002 16.500000000000004 55.842510000000011 10.500000000000002 55.812836050000008 8.5000000000000018 37.971176850000006 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 10 5 -5 -3 8 -8 -10 -4 -12 -1 -14 -15 18 -17 -18 -16 20 24 22 25 -24 -20 27 -25 -22 -23 -26
right_child=-2 6 3 4 -6 -7 7 -9 9 -11 11 -13 13 14 15 16 17 -19 19 -21 21 28 23 26 29 -27 -28 -29 -30 -31
leaf_value=63.932660577415156 -17.729654361070619 -16.359716682711234 -1719.3053612087087 -5113.7150235674872 -16846.602752950417 52004.000801964961 1703.7222182944715 -732.32154591900348 -1493.6247429735672 14108.290009489412 96329.885087719304 4784.0028357163919 73.452797064365896 -7808.9378027074245 -572.54831719394929 7425.0364547404843 -32246.414547631048 195069.3852909483 12855.330107703505 -1835.4185204852995 -5064.1763853561051 -15842.974625616023 -320291.05205869931 -15141.949475491432 -64244.125255259911 61616.35241386218 -89855.408979235202 -106987.76720145089 32587.30223757722 15969.04046142578
leaf_weight=295193 3088542 714284 184 1912 1361 66 99666 53179 1115 2139 57 106 29348 5571 17353 564 31 29 810 4880 86 1162 37 62 101 39 133 28 86 40
leaf_count=295193 3088542 714284 184 1912 1361 66 99666 53179 1115 2139 57 106 29348 5571 17353 564 31 29 810 4880 86 1162 37 62 101 39 133 28 86 40
internal_value=0 44.533 -258.677 -6400.39 -8767.11 -3207.87 169.679 1020.96 1926.89 8762.21 16373.4 36797 -195.007 -1461.36 -2913.82 -1841.9 14174.8 77622.9 -2244.62 -6132.02 -14246.4 -25337.1 -66931.1 -106639 4798.03 -6719.86 -66100.4 -30098 -12505.6 -41488.6
internal_weight=0 1.22962e+06 359239 3686 3339 1978 870383 156099 102920 3254 347 163 355553 60360 31012 25441 624 60 24817 7464 2584 1633 385 232 951 153 195 114 1248 141
internal_count=4318164 1229622 359239 3686 3339 1978 870383 156099 102920 3254 347 163 355553 60360 31012 25441 624 60 24817 7464 2584 1633 385 232 951 153 195 114 1248 141
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=31
num_cat=0
split_feature=1 6 5 1 5 1 0 3 3 3 3 5 1 2 5 5 0 0 4 1 0 5 5 3 0 5 1 5 5 0
split_gain=4.20718e+11 5.81493e+12 9.14744e+12 3.25718e+13 5.57907e+13 2.85765e+13 2.45068e+13 2.59115e+13 4.9844e+13 3.10046e+13 2.29404e+13 2.29264e+13 2.19536e+13 3.29631e+13 2.46573e+13 2.40705e+13 2.17161e+13 1.99971e+13 1.97576e+13 4.91184e+13 3.48175e+13 6.74614e+13 7.9117e+13 4.67906e+13 5.08624e+13 3.9473e+13 4.83892e+13 3.25266e+13 2.87286e+13 2.80241e+13
threshold=38.781124500000011 1.5000000000000002 80.00500000000001 37.832345550000007 80.815000000000012 37.998366300000008 55.701368300000006 12.500000000000002 14.500000000000002 6.5000000000000009 3.5000000000000004 83.010000000000005 37.869926150000005 4.5000000000000009 90.015000000000015 88.015000000000015 44.732363600000006 55.784980300000008 2.5000000000000004 37.889331900000009 55.924336300000007 56.005000000000003 56.205000000000005 12.500000000000002 56.197733450000008 62.385000000000012 37.214886200000009 51.815000000000005 60.905000000000008 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -4 5 -5 7 9 11 10 -6 -9 14 -14 15 -10 -12 -8 -1 20 21 27 -23 -22 28 26 -24 -20 -25 -28
right_child=-2 -3 3 4 6 -7 17 8 12 -11 16 -13 13 -15 -16 -17 -18 -19 19 -21 23 22 25 24 -26 -27 29 -29 -30 -31
leaf_value=-308.49414129865715 -20.546593486411926 198.93475043584112 -905.49494863815437 -72708.857775119628 -51557.074085115135 7728.909781319755 -30992.643316627466 140112.94048713238 -12487.993965099704 -46717.468039305473 70726.25367980072 42268.890967399697 74487.748788060897 4416.8816001797122 -47520.791493264231 66939.971754964194 -31185.372482096354 -4325.3620563089626 -12170.526370717245 16995.42545832504 15207.65023726344 -122004.17997159093 132362.38449776787 -12319.061612374442 -434.80043914652146 -3030.5351873855107 10189.775924790963 59665.021597686078 45124.816572402997 115331.99213491588
leaf_weight=367421 3012745 861451 40515 209 38 56 599 34 186 209 69 81 78 482 156 48 30 530 83 2112 3484 55 35 112 8122 17531 1014 262 391 26
leaf_count=367421 3012745 861451 40515 209 38 56 599 34 186 209 69 81 78 482 156 48 30 530 83 2112 3484 55 35 112 8122 17531 1014 262 391 26
internal_value=0 47.419 -246.574 -1626.99 -12048.2 -55710.7 -7492.87 1293.51 9017.57 -22481.4 14491.8 71196.7 1490.62 14176.8 -16725.4 3804.92 39843.9 -18473.9 -97.3162 2237.87 1236.17 -1433.9 -2243.97 5427.04 1476.25 -1889.96 16710.5 42382.8 32334.1 12818.3
internal_weight=0 1.30542e+06 443968 43320 2805 265 2540 1411 1065 346 137 115 950 560 390 234 99 1129 400648 33227 31115 19006 18661 12109 8625 18606 1075 345 503 1040
internal_count=4318164 1305419 443968 43320 2805 265 2540 1411 1065 346 137 115 950 560 390 234 99 1129 400648 33227 31115 19006 18661 12109 8625 18606 1075 345 503 1040
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=31
num_cat=0
split_feature=3 3 1 4 5 5 5 5 5 1 5 5 0 0 1 0 1 0 0 5 4 1 0 1 1 6 0 1 0 5
split_gain=3.42137e+11 6.33811e+12 3.8592e+13 4.82519e+13 6.64742e+13 4.69037e+13 1.09719e+14 5.74943e+13 5.50526e+13 4.42881e+13 2.99926e+13 2.7227e+13 2.49036e+13 7.78667e+13 1.78035e+14 6.47012e+13 6.24572e+13 6.23951e+13 5.43769e+13 5.38153e+13 3.70174e+13 3.58887e+13 3.38041e+13 6.87016e+13 5.91181e+13 4.66694e+13 1.83815e+14 1.21883e+14 1.25474e+14 1.05455e+14
threshold=14.500000000000002 13.500000000000002 30.315880100000005 2.5000000000000004 68.00500000000001 83.010000000000005 70.50500000000001 81.910000000000011 84.030000000000015 30.226173900000003 65.50500000000001 70.00500000000001 55.751981950000008 55.734663800000007 37.692869000000009 55.842510000000011 37.66934650000001 55.851332700000007 55.701368300000006 22.030000000000005 2.5000000000000004 37.620907050000007 55.591389050000011 36.761894450000007 49.201680550000006 1.5000000000000002 55.657530000000008 37.457850350000008 55.695992150000002 72.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 -8 -7 -6 -5 -11 13 18 16 19 -15 -17 22 -14 -16 -21 -4 -24 25 26 29 -28 -29 -25
right_child=-2 2 12 5 9 8 7 -9 -10 11 -12 -13 15 14 20 17 -18 -19 -20 21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=10.051666573060679 42.808248032644954 8817.6980200966736 -1004.1319063206255 -29043.818677171614 15502.166133045015 165356.63082386367 -62372.343448410829 -199974.19835069447 3404.3161061226415 192774.84226190476 37236.909746033467 72485.542573808707 31176.225312728628 46798.131885021721 -6357.8693645055846 25830.28918581258 125610.23914859959 -1654.8259117451098 -14388.009715953433 -19709.385676537902 30012.892780520378 -6519.8259721654795 161990.6749232701 46329.563029445766 -34870.154604382464 1385.1221784551906 -19492.744116597762 82789.269825565745 10184.093888896919 153728.12703125001
leaf_weight=2902122 1303445 3418 40026 118 168 22 194 36 457 21 162 181 299 572 1412 842 122 43337 2663 3524 349 4976 28 446 356 5995 1140 290 1328 115
leaf_count=2902122 1303445 3418 40026 118 168 22 194 36 457 21 162 181 299 572 1412 842 122 43337 2663 3524 349 4976 28 446 356 5995 1140 290 1328 115
internal_value=0 -18.5086 -754.632 8040.81 13176.2 -11628.4 -32733.5 -83910 10842.6 53439.2 9304.32 84990.9 -1144.32 349.415 17755.7 -2690.61 60652.7 -1130.99 -466.29 -10521.3 850.192 -11988.1 279.297 5576.32 5123.41 6652.05 16165.5 5551.72 23197.4 68345.3
internal_weight=0 3.01472e+06 112597 4777 3788 989 510 230 479 370 280 202 107820 54842 2455 52978 694 44179 52387 8799 1761 8500 49724 9698 9670 9314 3319 2758 1618 561
internal_count=4318164 3014719 112597 4777 3788 989 510 230 479 370 280 202 107820 54842 2455 52978 694 44179 52387 8799 1761 8500 49724 9698 9670 9314 3319 2758 1618 561
is_linear=0
shrinkage=0.1


Tree=4051
num_leaves=31
num_cat=0
split_feature=1 6 1 0 0 0 0 0 3 0 0 3 2 0 5 0 3 3 0 1 1 3 0 1 0 0 3 0 1 5
split_gain=3.91565e+11 6.86009e+12 1.38665e+13 3.908e+13 4.26825e+13 2.66328e+13 2.64092e+13 2.61383e+13 1.98442e+13 3.96874e+13 3.36495e+13 2.52987e+13 2.73007e+13 2.71006e+13 2.05889e+13 1.6635e+13 3.05993e+13 1.55534e+13 2.31449e+13 2.53526e+13 5.58161e+13 6.24054e+13 2.94426e+13 8.42661e+13 1.37385e+14 9.52084e+13 8.36159e+13 1.25531e+14 9.04777e+13 7.99988e+13
threshold=35.911716050000003 1.5000000000000002 34.359746700000009 56.028355650000009 56.852744000000008 44.678200800000006 45.013473000000012 45.040161900000008 12.500000000000002 56.895161300000005 61.674413550000004 8.5000000000000018 3.5000000000000004 56.863241500000008 65.045000000000016 56.197733450000008 7.5000000000000009 12.500000000000002 60.035045000000004 30.502469200000004 30.388336800000001 13.500000000000002 59.882016200000002 30.434657650000002 60.003414000000006 60.003414000000006 23.500000000000004 59.950068600000009 30.410108300000001 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 5 15 -4 -7 -8 9 11 -11 12 -6 -14 -10 16 -5 -3 19 20 -19 -22 -23 24 26 -25 27 29 -28 -24
right_child=-2 2 3 4 8 6 7 -9 14 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 22 23 25 -26 -27 28 -29 -30 -31
leaf_value=-547.11230853307222 10.516567018210161 -199.69486396495898 70918.446827651511 28520.459469506048 20252.784625598539 -79432.162896126771 39340.611676181899 -20181.066914480747 -6494.0849812232327 -41454.546141929968 -2086.6248627731716 8147.8732530454481 161507.69853515626 49942.561740112309 -29620.082035750573 10382.222456277261 157786.76843994143 1104.2522901278296 -1544.4776317984124 -3072.8917954158551 38714.502571071615 14734.795023201506 50305.913361124112 4035.6781817326114 44060.554906025754 -21587.413679643112 -5531.9448527674522 -6219.0166034503509 -111010.82742930012 -63465.239117887133
leaf_weight=191325 3848743 169244 33 217 155 71 78 1363 1732 226 5524 561 33 64 495 1173 20 49792 21074 8140 622 3465 797 8237 1258 1760 248 1526 121 67
leaf_count=191325 3848743 169244 33 217 155 71 78 1363 1732 226 5524 561 33 64 495 1173 20 49792 21074 8140 622 3465 797 8237 1258 1760 248 1526 121 67
internal_value=0 -86.2244 230.858 -3131.83 -886.833 -17953.1 -19892.8 -16959.2 -3477.67 -709.893 -3633.96 19970.7 46290.7 87897.7 -11634.3 15264.6 39429 379.139 1387.97 2200.75 2833.03 7588.52 6480.89 4440.09 16673 -475.339 4185.28 11025.7 -40119.9 41483.4
internal_weight=0 469421 278096 11745 10200 1545 1512 1441 8790 6563 5750 813 252 97 2227 1410 237 266351 97107 76033 67893 18101 17479 14014 4017 9997 2759 2390 369 864
internal_count=4318164 469421 278096 11745 10200 1545 1512 1441 8790 6563 5750 813 252 97 2227 1410 237 266351 97107 76033 67893 18101 17479 14014 4017 9997 2759 2390 369 864
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 3 1 5 1 5 4 3 5 3 6 5 2 1 5 3 5 4 3 2 5 5 5 5 4 5
split_gain=3.45501e+11 1.83075e+13 4.11321e+13 2.26149e+13 3.68013e+13 2.459e+13 2.3028e+13 5.32941e+13 2.82027e+13 4.00543e+13 3.39944e+13 3.04338e+13 3.18535e+13 2.21686e+13 3.03909e+13 2.05219e+13 1.86328e+13 2.76868e+13 2.50226e+13 2.14193e+13 3.51668e+13 3.27915e+13 4.5957e+13 1.77489e+13 1.73004e+13 3.5114e+13 1.60525e+13 1.58589e+13 1.54718e+13 2.54397e+13
threshold=57.117834900000013 57.131524800000008 65.480823400000006 35.710000000000008 65.58467570000002 17.500000000000004 65.551978750000004 75.750000000000014 65.565203050000022 161.85000000000002 3.5000000000000004 12.500000000000002 87.395000000000024 6.5000000000000009 1.5000000000000002 81.910000000000011 11.500000000000002 65.520339550000017 50.410000000000004 12.500000000000002 60.905000000000008 2.5000000000000004 16.500000000000004 8.5000000000000018 116.06000000000002 128.92000000000004 92.035000000000011 110.05000000000001 2.5000000000000004 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 16 -8 11 10 -10 12 15 -6 -15 -9 17 19 -19 20 -5 -21 23 -23 27 -26 -18 -14 -20 -30
right_child=1 -3 3 4 13 -7 7 8 9 -11 -12 -13 24 14 -16 -17 26 18 28 21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=12.350522143512771 20901.28528900602 15.45080226877783 2668.680781481854 16545.035227938381 -201.2600413342617 14125.867078189907 -8110.2813546459984 2628.0404025607641 49086.216021588742 170376.75054347829 -35522.299116042566 39859.020066119556 -18814.951843159139 -14630.751082239542 -50771.124456459605 82180.228590936182 -25222.157985788417 3237.7756625623588 -28808.544494759153 -17554.182646133013 -9595.1932801225466 -30800.133099365237 125128.03858398437 77124.505625000005 87550.882347470251 -29763.389537259616 65470.412500000006 -75597.311353326615 -4898.4430711522027 -36140.190839786475
leaf_weight=3626750 670 675003 3517 1202 331 662 2073 72 262 23 58 218 238 538 410 59 807 664 927 1020 900 64 40 20 42 65 20 62 1106 341
leaf_count=3626750 670 675003 3517 1202 331 662 2073 72 262 23 58 218 238 538 410 59 807 664 927 1020 900 64 40 20 42 65 20 62 1106 341
internal_value=0 -64.7836 -3364.91 -4397.78 -6430.89 -4555.24 -5757.89 1327.55 19129.8 42912.4 33750.9 8339.48 -4432.38 -22481.7 -30261.1 38456.9 -8918.49 -7061.51 -13922.7 -639.989 5352.74 -11651.1 36906.5 -5103.79 -18237 16285.2 -23028.9 -30550 -18722.4 -12260.9
internal_weight=0 691414 16411 15741 12224 10945 10283 3172 1099 343 320 756 538 1279 948 131 7111 6284 3038 3246 2102 1144 124 84 407 107 827 300 2374 1447
internal_count=4318164 691414 16411 15741 12224 10945 10283 3172 1099 343 320 756 538 1279 948 131 7111 6284 3038 3246 2102 1144 124 84 407 107 827 300 2374 1447
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=31
num_cat=0
split_feature=1 1 3 5 4 3 0 0 5 2 0 2 6 2 2 1 5 3 0 2 5 4 5 5 5 3 5 4 0 0
split_gain=3.33864e+11 4.24596e+12 2.14551e+13 2.0019e+13 2.39569e+13 4.50352e+13 2.36677e+13 1.34895e+13 1.26026e+13 1.73014e+13 1.27009e+13 2.02014e+13 1.67492e+13 1.97282e+13 1.28026e+13 1.41418e+13 1.22165e+13 1.19159e+13 1.50345e+13 2.64088e+13 1.63611e+13 1.38795e+13 1.53333e+13 1.42524e+13 1.30704e+13 1.31302e+13 1.4827e+13 1.32207e+13 1.12605e+13 2.18134e+13
threshold=61.284352600000013 61.365473900000005 5.5000000000000009 95.020000000000024 3.5000000000000004 2.5000000000000004 55.173809400000003 55.110554300000004 120.05000000000001 2.5000000000000004 55.160271200000004 8.5000000000000018 1.5000000000000002 6.5000000000000009 8.5000000000000018 61.310823700000007 142.05000000000004 16.500000000000004 55.173809400000003 13.500000000000002 105.35000000000001 3.5000000000000004 99.555000000000021 73.405000000000015 73.405000000000015 15.500000000000002 70.50500000000001 2.5000000000000004 55.349623500000007 56.791364150000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 28 5 -5 -7 -4 17 -10 11 -11 -12 16 -15 -16 -14 18 19 -9 21 24 23 -23 25 27 -27 -20 -2 -30
right_child=1 -3 7 4 -6 6 -8 8 9 10 12 -13 13 14 15 -17 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-18.266426819085744 8071.8632910158167 13.129588926878592 -19718.849498831565 -15616.510520833333 -18715.844289143883 223658.30946777342 80132.440104166672 5353.9135813892399 82680.616817434217 127684.23002485797 -77406.0139375 14591.902057756697 -279.77933593749998 102774.06240625 -22318.705588942306 61796.2619378811 -74505.187135416665 -5034.9965830898191 -1432.3940230645558 58489.641068522134 -24160.272723328941 82436.931333188666 87212.883258928574 8054.7793121174691 -8803.446634118498 10371.357523884084 83214.090625000012 6180.7163405950523 -30050.378323771161 5925.8689974727567
leaf_weight=3016415 4393 1268593 341 30 36 20 27 3643 38 22 25 56 85 25 39 41 30 3944 13352 96 281 27 28 561 1663 767 29 2751 240 566
leaf_count=3016415 4393 1268593 341 30 36 20 27 3643 38 22 25 56 85 25 39 41 30 3944 13352 96 281 27 28 561 1663 767 29 2751 240 566
internal_value=0 42.327 1159.46 6983.46 48623.7 80107.1 141207 48.3727 293.46 18854.7 11345.8 46489.7 157.068 8971.05 40310.2 20790.2 -19642.9 46.5873 910.531 6718.19 -205.397 145.595 14913.1 11470.3 -344.482 487.95 13025.2 -131.788 6078.41 -4786.66
internal_weight=0 1.30175e+06 33156 5312 113 77 47 27844 27503 361 323 78 245 220 105 80 115 27142 23198 3739 19459 19178 616 588 18562 16899 796 16103 5199 806
internal_count=4318164 1301749 33156 5312 113 77 47 27844 27503 361 323 78 245 220 105 80 115 27142 23198 3739 19459 19178 616 588 18562 16899 796 16103 5199 806
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=31
num_cat=0
split_feature=1 6 5 5 5 0 4 3 0 0 1 3 5 4 0 3 3 0 0 0 3 3 5 3 0 0 0 5 0 2
split_gain=3.32475e+11 4.3785e+12 9.2051e+12 2.28298e+13 1.78163e+13 3.77069e+13 3.94265e+13 3.39523e+13 3.4207e+13 1.00064e+14 6.78587e+13 3.46407e+13 4.50434e+13 3.27076e+13 2.85782e+13 3.31013e+13 2.83002e+13 3.59093e+13 4.10574e+13 3.58916e+13 6.74525e+13 2.78433e+13 2.42785e+13 3.84433e+13 3.80907e+13 4.27158e+13 4.15093e+13 3.51978e+13 3.50368e+13 2.71121e+13
threshold=38.781124500000011 1.5000000000000002 55.005000000000003 55.405000000000008 53.385000000000012 59.982527000000012 2.5000000000000004 16.500000000000004 55.793358600000012 55.795550600000006 37.832345550000007 19.500000000000004 54.410000000000004 1.5000000000000002 55.727011600000004 18.500000000000004 24.500000000000004 55.708120100000009 55.719391050000006 55.645049100000001 22.500000000000004 8.5000000000000018 52.020000000000003 21.500000000000004 59.916647550000008 55.719391050000006 59.939091550000008 51.815000000000005 55.518428350000008 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 22 6 7 21 10 -10 14 13 -13 -11 16 -16 19 -18 -19 20 -9 -6 27 24 25 28 29 -1 -24 -26
right_child=-2 -3 3 -5 5 -7 -8 8 9 11 -12 12 -14 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=70.025941359257118 -18.265169210103597 173.6303345755648 -9605.1466386212924 -611.75934398735114 -4720.5718077362562 -7974.7198892444694 43262.906608236277 -20195.593428253931 224408.39851190476 -67715.898838297522 17372.232239316403 20685.385632766061 -6154.8073263058186 -5406.6713182848553 -159504.1555059524 -31487.603196626893 -13456.526414513504 -124727.3162313433 -16670.578732052363 40172.830543302211 105284.4977726064 13868.303617279666 5769.4846078334713 1826.254786107892 -63674.928044148233 5219.8674326844848 -15047.326586701027 14073.246069754312 -22880.328215161178 37464.896282327587
leaf_weight=231622 3012745 861451 2867 182454 976 2386 274 484 21 96 798 1706 987 688 21 529 835 67 74 205 47 4620 585 4786 308 1969 1146 1809 1579 29
leaf_count=231622 3012745 861451 2867 182454 976 2386 274 484 21 96 798 1706 987 688 21 529 835 67 74 205 47 4620 585 4786 308 1969 1146 1809 1579 29
internal_value=0 42.1537 -212.956 -750.891 172.475 3539.64 5750.24 4904.55 22.206 6777.17 -7699.64 5462.74 10848.3 -13036.4 -16544.6 -36375.5 -10173.7 -21338.7 -68016.7 4631.98 -9089.07 10626.2 -32.0961 -4759.1 -10371.2 -5437.93 -24119.8 178.545 -15135.3 -54971.5
internal_weight=0 1.30542e+06 443968 185321 258647 14814 12428 12154 6558 3498 3060 3477 2693 784 2262 550 1712 976 141 736 531 5596 243833 10402 5616 4133 1483 233431 2164 337
internal_count=4318164 1305419 443968 185321 258647 14814 12428 12154 6558 3498 3060 3477 2693 784 2262 550 1712 976 141 736 531 5596 243833 10402 5616 4133 1483 233431 2164 337
is_linear=0
shrinkage=0.1


Tree=4055
num_leaves=31
num_cat=0
split_feature=2 5 4 3 5 0 5 0 5 5 5 3 1 5 2 5 3 0 0 4 0 5 1 0 0 1 3 1 3 3
split_gain=3.61807e+11 2.79854e+12 6.94755e+12 1.26502e+13 5.11196e+13 4.26667e+13 1.6616e+13 6.6641e+12 7.7126e+12 2.42194e+13 5.52161e+12 2.08822e+13 8.05391e+12 5.00396e+12 4.95683e+12 6.90297e+12 6.07022e+12 8.67964e+12 1.45782e+13 1.19481e+13 2.86072e+13 1.56424e+13 1.84773e+13 1.65891e+13 1.2681e+13 3.17483e+13 2.97891e+13 1.94583e+13 8.55971e+12 8.02883e+12
threshold=23.500000000000004 58.305000000000007 1.5000000000000002 25.500000000000004 70.00500000000001 55.02863030000001 64.405000000000015 54.986619450000006 102.01000000000001 91.050000000000011 58.040000000000006 32.500000000000007 37.66934650000001 67.990000000000023 24.500000000000004 58.605000000000011 32.500000000000007 56.301440000000007 55.87722990000001 2.5000000000000004 57.945214300000011 104.75000000000001 30.332994000000003 60.042666650000008 60.029906750000002 30.370618100000005 24.500000000000004 30.305955500000003 25.500000000000004 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 5 -3 -7 -6 9 -9 -2 12 -12 -5 15 -4 17 18 -17 24 -21 23 -23 28 25 26 27 -19 29 -22
right_child=1 2 14 13 7 6 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.4421055538603875 -268.46992278882425 -16713.294215029764 45706.407023737986 -23822.1304280599 -46541.909975961542 92844.61844429349 210618.90975000002 -17087.414784071181 -11534.751377980303 111035.19185937502 -59620.753718354426 37815.909230638586 -1411.8173253676471 7300.0302629059443 -490.81327636647114 1980.861024277287 19949.739481125966 62810.976842730983 -21647.908381355988 29308.094354276705 -26384.983234920059 96584.584625000003 -27610.98398012908 5929.2074279785156 -6352.3930803062276 12749.784303259925 26192.136257408405 186946.05501011442 6549.3760904947922 -68153.133368844705
leaf_weight=4287645 18328 21 39 78 26 23 25 36 82 25 79 46 34 153 7455 2399 211 23 293 213 86 25 23 120 137 321 58 28 33 99
leaf_count=4287645 18328 21 39 78 26 23 25 36 82 25 79 46 34 153 7455 2399 211 23 293 213 86 25 23 120 137 321 58 28 33 99
internal_value=0 343.094 1530.08 13461.6 29641.7 102173 154185 28.3644 8495.69 35421.9 -429.438 -18984.3 -42106.6 -3208.75 1046.13 3835.31 3433.98 2530.71 -590.918 9737.77 -110.932 -16344.7 37074.2 -23930.9 20142.3 28583.6 75213.6 130964 -40367.6 -48736.6
internal_weight=0 30519 12032 469 238 69 48 169 143 61 18487 159 113 231 11563 4108 4069 3858 2692 1166 599 386 48 338 567 430 109 51 218 185
internal_count=4318164 30519 12032 469 238 69 48 169 143 61 18487 159 113 231 11563 4108 4069 3858 2692 1166 599 386 48 338 567 430 109 51 218 185
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=31
num_cat=0
split_feature=5 5 3 2 1 0 1 4 5 4 3 5 1 1 3 0 2 1 6 3 0 0 0 1 1 1 5 0 0 1
split_gain=3.46224e+11 3.19498e+12 1.78618e+13 1.27524e+13 1.45717e+13 1.41688e+13 3.46407e+13 2.14981e+13 2.12514e+13 1.0337e+13 2.2563e+13 1.73701e+13 2.00081e+13 3.98621e+13 1.49902e+13 2.54293e+13 1.92044e+13 1.45332e+13 1.6451e+13 1.89104e+13 2.18262e+13 2.56636e+13 1.37211e+13 1.30307e+13 1.4966e+13 1.28308e+13 1.26657e+13 1.42306e+13 1.222e+13 3.21212e+13
threshold=55.405000000000008 50.005000000000003 5.5000000000000009 1.5000000000000002 114.17164950000002 43.642715500000008 39.753614400000011 2.5000000000000004 51.815000000000005 2.5000000000000004 4.5000000000000009 53.005000000000003 30.102666750000001 30.502469200000004 4.5000000000000009 60.029906750000002 2.5000000000000004 30.160599000000001 1.5000000000000002 3.5000000000000004 59.932719750000011 59.963407450000012 53.355366400000001 30.102666750000001 30.362552800000003 30.578016350000002 52.405000000000008 59.882016200000002 55.68356880000001 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 7 8 -3 11 25 -5 -13 14 17 16 -16 -14 -19 -20 -21 -22 -15 -12 -25 26 -11 -28 29 -24
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 23 12 13 22 15 -17 -18 18 19 20 21 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=18.646252994772993 36.246312954332261 132123.70279017856 -760.18119796566032 1015.4968771322116 -11368.391819110764 -1661.8101233825714 247.67490856788845 147772.42672061012 23079.495797526044 31589.908640625003 30985.50928963162 -13127.175577120172 -24176.565914351853 8288.4725052911199 53855.216253167229 -60792.006047175477 12485.185928502577 7117.9644796080511 32964.141603860298 40736.82016854635 218350.94497282608 83836.405025337837 -30763.143178374194 -24477.379100782142 1903.7510139871438 -5537.1819410476355 -25164.678678385419 -95224.047225133399 5175.4923367380297 801.23233038101353
leaf_weight=2353354 1636543 21 240445 30199 856 20926 506 21 120 25 151 596 27 5933 148 39 464 59 85 41 23 37 348 219 11892 4134 99 41 6429 4383
leaf_count=2353354 1636543 21 240445 30199 856 20926 506 21 120 25 151 596 27 5933 148 39 464 59 85 41 23 37 348 219 11892 4134 99 41 6429 4383
internal_value=0 -22.1204 -314.378 906.172 1594.25 -1204.15 13132.8 53378.8 39320.1 1763.99 -394.83 2496.45 4899.39 5495.73 25738 17500.5 22489.7 45453.6 53127.1 67721.4 96972.6 135400 4402.68 1790.71 1426.71 -6628.62 -33974.2 -45682.1 2336.87 -1520.56
internal_weight=0 2.68162e+06 328267 87822 66228 21594 668 162 141 65372 16561 48811 18612 18016 923 651 612 272 245 186 101 60 17093 12262 12111 4299 165 140 11160 4731
internal_count=4318164 2681621 328267 87822 66228 21594 668 162 141 65372 16561 48811 18612 18016 923 651 612 272 245 186 101 60 17093 12262 12111 4299 165 140 11160 4731
is_linear=0
shrinkage=0.1


Tree=4057
num_leaves=31
num_cat=0
split_feature=3 4 1 0 0 1 1 3 5 5 5 3 0 6 0 5 5 0 5 2 1 1 0 1 0 5 6 1 1 5
split_gain=3.95047e+11 4.38286e+12 7.39661e+12 3.33096e+13 4.64593e+13 4.61494e+13 4.32268e+13 5.36821e+13 4.53746e+13 3.99714e+13 7.72348e+13 4.4976e+13 3.895e+13 3.83033e+13 3.78897e+13 3.72457e+13 6.92724e+13 1.07738e+14 7.11166e+13 7.86918e+13 4.99195e+13 3.36918e+14 9.4969e+13 6.29751e+13 8.10351e+13 3.85467e+13 4.00684e+13 4.68891e+13 3.46453e+13 3.1467e+13
threshold=9.5000000000000018 1.5000000000000002 65.551978750000004 55.030402950000003 55.07108800000001 78.608766650000021 82.940215400000014 10.500000000000002 54.990000000000002 116.06000000000002 109.05000000000001 20.500000000000004 55.043101600000007 1.5000000000000002 55.120365700000008 142.05000000000004 125.85000000000001 55.050600750000008 118.33500000000002 6.5000000000000009 82.897133550000021 82.902675200000019 55.055104550000003 82.888608650000023 55.046835900000012 101.05000000000001 1.5000000000000002 82.911991800000024 82.957885500000017 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 -4 7 8 -5 10 -8 -11 -12 29 28 16 18 -18 20 -20 23 22 -22 24 -10 26 27 -23 -15 -6
right_child=1 2 3 4 13 -7 9 -9 15 11 12 -13 -14 14 -16 -17 17 -19 19 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-33.510018188295689 -106.58181258357322 11.214566653397139 45475.259599455414 -7108.7409119989115 3018.0437866826419 -141.28121817558096 1626.7599179439903 6056.3398596228726 -47867.724739583333 -86854.289280418117 123967.99843496348 1250.8939859375 -21934.810929361978 -13739.980514003 -157.17471162984262 -52713.436540570183 -69109.974843749995 205510.23069531249 135623.8058763587 -63382.884824486304 89211.80419921875 -4553.7747434418779 303161.01785950741 -11087.790674998299 106821.73263247283 84093.576240405702 15312.338853887864 106563.20764071378 3908.3648045005025 19995.205119869905
leaf_weight=1938624 1205954 853742 222 468 17365 223088 19684 15863 48 108 77 125 24 4140 33731 57 20 50 23 146 32 58 59 459 115 114 972 110 1521 1165
leaf_count=1938624 1205954 853742 222 468 17365 223088 19684 15863 48 108 77 125 24 4140 33731 57 20 50 23 146 32 58 59 459 115 114 972 110 1521 1165
internal_value=0 27.3008 164.876 575.036 2127.17 -95.9323 4814.1 8285.78 21235.5 1589.39 2074.31 -39587.6 89298 336.007 -1427.72 27097.2 29159.4 127047 25951.5 -36299.1 31299.9 42133.4 227926 7873.88 61269 28650.8 23106.5 68201.4 -8998.22 4085.42
internal_weight=0 2.37954e+06 1.17359e+06 319844 96534 223310 38612 18594 2731 20018 19785 233 101 57922 39392 2263 2206 70 2136 169 1967 1345 91 622 163 1254 1140 168 5661 18530
internal_count=4318164 2379540 1173586 319844 96534 223310 38612 18594 2731 20018 19785 233 101 57922 39392 2263 2206 70 2136 169 1967 1345 91 622 163 1254 1140 168 5661 18530
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=31
num_cat=0
split_feature=5 0 0 3 3 1 0 2 2 5 2 2 5 2 5 5 5 3 3 3 4 2 3 3 0 3 2 4 0 1
split_gain=4.28932e+11 2.50706e+12 1.27496e+13 1.42525e+13 1.19303e+13 1.38224e+13 4.50685e+13 6.06386e+13 6.2032e+13 1.99191e+13 1.584e+13 1.41214e+13 2.95887e+13 2.86484e+13 3.14869e+13 5.05854e+13 4.30283e+13 3.10356e+13 2.29025e+13 2.01738e+13 1.62585e+13 2.04741e+13 1.90528e+13 1.47934e+13 1.465e+13 1.43996e+13 1.43676e+13 1.99419e+13 2.3405e+13 1.39375e+13
threshold=100.05000000000001 47.228519500000004 50.565831500000009 24.500000000000004 11.500000000000002 38.911476500000006 45.03656895000001 9.5000000000000018 6.5000000000000009 107.05000000000001 19.500000000000004 4.5000000000000009 132.05000000000004 5.5000000000000009 107.05000000000001 109.05000000000001 103.45000000000002 12.500000000000002 15.500000000000002 17.500000000000004 3.5000000000000004 8.5000000000000018 20.500000000000004 13.500000000000002 44.678200800000006 14.500000000000002 16.500000000000004 4.5000000000000009 44.732363600000006 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 11 8 -8 -9 -11 12 18 -13 16 -16 24 29 23 25 21 -19 -23 -6 -15 -18 27 28 -22 -17
right_child=1 2 -4 -5 5 -7 7 9 -10 10 -12 13 -14 14 15 17 19 20 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.3013845524899068 -1269.3685567059647 -8501.4208355957853 -240.88349609692057 56702.08497242647 5552.8068619791666 1967.2539192205195 70783.408219798017 79076.340814393945 285599.11125000002 -52641.580564135176 46232.315384615387 89720.367096656992 -110382.63514364918 -13000.027804129466 132696.31838107642 41147.304804687505 -60004.015482954543 74010.877848307297 -42762.826137609656 7385.4404882812496 -35907.017578125 -12201.438088873369 81750.654312500003 116583.72289062501 70996.790293560611 -152733.13538602943 14090.459480365955 17539.485672883064 -158672.59628906252 141751.95526413689
leaf_weight=4199349 14491 2392 89768 34 30 11126 41 33 20 43 26 43 31 56 36 40 33 48 57 20 44 158 25 20 33 34 57 31 24 21
leaf_count=4199349 14491 2392 89768 34 30 11126 41 33 20 43 26 43 31 56 36 40 33 48 57 20 44 158 25 20 33 34 57 31 24 21
internal_value=0 -187.37 -434.206 -7587.6 667.473 2981.3 14218.7 62344 141215 15176.2 -15384.8 4891.17 -24355.7 10632.4 5479.67 18650.9 -30741.2 9486.55 568.015 -80751.2 -963.074 15880.8 633.547 49965.2 18144.9 -107061 -25904.9 -48932.6 -79236 75781.7
internal_weight=0 118815 92194 2426 26621 12130 1004 163 61 102 69 841 138 703 660 484 176 448 107 87 387 231 183 50 89 67 156 99 68 61
internal_count=4318164 118815 92194 2426 26621 12130 1004 163 61 102 69 841 138 703 660 484 176 448 107 87 387 231 183 50 89 67 156 99 68 61
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=31
num_cat=0
split_feature=1 1 1 4 5 3 0 1 5 3 0 6 5 0 0 0 0 0 1 1 3 5 5 0 5 2 2 5 1 3
split_gain=3.7027e+11 6.36175e+12 3.54975e+13 3.42197e+13 3.77064e+13 3.27943e+13 3.24006e+13 3.63898e+13 2.73798e+13 3.81103e+13 3.3929e+13 2.48226e+13 3.46355e+13 2.36162e+13 2.25316e+13 5.38314e+13 1.22223e+14 4.92669e+13 2.9443e+13 5.62529e+13 2.47964e+13 2.28382e+13 3.0642e+13 2.64419e+13 3.9059e+13 2.13219e+13 4.47658e+13 3.77075e+13 2.05493e+13 3.15029e+13
threshold=50.227799100000006 54.845880150000006 53.664171200000006 1.5000000000000002 49.010000000000012 10.500000000000002 56.838612000000005 53.243495500000009 91.050000000000011 12.500000000000002 56.863241500000008 1.5000000000000002 58.305000000000007 57.057093650000006 55.628356700000005 54.934662400000008 55.034903650000011 55.769960200000007 53.243495500000009 52.395917250000004 4.5000000000000009 142.05000000000004 118.33500000000002 55.734663800000007 177.02500000000003 7.5000000000000009 9.5000000000000018 50.805000000000007 52.307266200000008 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 14 11 8 -8 10 -10 -7 -13 -4 15 18 -17 21 19 -5 -19 22 28 -23 -25 -6 27 -27 -16 -30
right_child=1 -3 13 5 25 6 7 -9 9 -11 -12 12 -14 -15 17 16 -18 20 -20 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=24.201677489697005 -1890.0524435747393 20.313916731746929 -7282.124305027769 2361.3292428722675 -10572.537679516992 220.90220586108964 5505.2870584558377 -8959.8067683784811 5289.288203125001 18851.971374751072 166202.88200041119 -1432.7627176093656 -21133.537753438111 945.14558817002933 1611.3814258093191 -99468.12684204102 -8899.4941387246909 -6937.5454530175411 11761.866136530343 -13909.862299167913 1647.2073143810296 -2964.7265115489135 -30358.8831399909 192842.60737500002 27133.111529356062 -117556.55368030025 -9703.1561592264388 -11545.65824609375 14625.80049584886 5222.6655261245796
leaf_weight=2565631 42946 1614341 12278 11891 559 1908 3059 1982 20 204 38 1427 2382 4874 5110 160 2168 3945 2245 2587 22869 46 221 25 33 102 188 50 5915 8960
leaf_count=2565631 42946 1614341 12278 11891 559 1908 3059 1982 20 204 38 1427 2382 4874 5110 160 2168 3945 2245 2587 22869 46 221 25 33 102 188 50 5915 8960
internal_value=0 -35.4302 -686.626 -83.3021 -2314.35 1183.88 -3866.93 1763.08 8162.59 39188.2 110715 -9089.24 -13752.9 -4944.22 2024.98 -877.112 -15124.1 3198.22 1106.21 -546.087 384.179 6913.42 6672.85 53654.6 98559.6 -22583.2 -42330.1 -82684.5 7082.35 8961.79
internal_weight=0 1.75253e+06 138192 121040 43845 77195 11020 5303 3321 262 58 5717 3809 17152 66175 19051 2328 47124 16723 14478 26814 20310 20206 104 58 899 340 152 19985 14875
internal_count=4318164 1752533 138192 121040 43845 77195 11020 5303 3321 262 58 5717 3809 17152 66175 19051 2328 47124 16723 14478 26814 20310 20206 104 58 899 340 152 19985 14875
is_linear=0
shrinkage=0.1


Tree=4060
num_leaves=31
num_cat=0
split_feature=5 3 1 5 5 1 4 2 2 0 0 0 5 2 4 1 3 1 1 3 2 0 0 1 2 0 1 3 1 5
split_gain=4.44097e+11 2.7488e+12 1.13861e+13 1.13945e+13 8.97712e+12 2.35019e+13 1.42367e+13 1.08597e+13 9.09446e+12 8.28428e+12 1.76346e+13 1.6308e+13 9.77513e+12 8.54609e+12 8.26127e+12 1.09086e+13 1.44371e+13 8.77663e+12 2.56031e+13 2.60485e+13 2.78644e+13 2.62477e+13 6.10787e+13 1.64271e+13 1.75909e+13 1.59095e+13 8.98073e+12 1.09128e+13 8.86463e+12 8.44187e+12
threshold=42.005000000000003 16.500000000000004 30.207352000000004 41.005000000000003 41.810000000000009 60.628582700000003 1.5000000000000002 9.5000000000000018 2.5000000000000004 59.982527000000012 59.990816400000007 59.916647550000008 40.405000000000008 3.5000000000000004 1.5000000000000002 37.712318250000003 31.500000000000004 37.417247200000006 37.620907050000007 17.500000000000004 11.500000000000002 55.68356880000001 55.842510000000011 37.582182450000005 13.500000000000002 55.645049100000001 37.436176200000013 24.500000000000004 37.516458750000005 41.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 7 8 -6 -7 11 -11 -3 -13 -12 17 16 -16 -9 19 -19 21 -21 -23 24 -22 -26 -27 -28 -29 -25
right_child=-2 2 4 -5 5 6 -8 14 -10 10 13 12 -14 -15 15 -17 -18 18 -20 20 23 22 -24 29 25 26 27 28 -30 -31
leaf_value=-31.477497256785099 -24.614972327915432 4583.8577042504503 100.52289914342074 -9102.6723277077745 1143.4300223010287 -19916.397476682803 15974.086251091809 -1372.9127839385487 -4215.5677397276468 -41560.532132161461 31816.684361530173 17014.15988933526 63300.131119791666 -1990.8629269248563 54157.355900638206 8520.38667365541 -7870.9310431985305 -11822.959625014686 5374.9079962967753 14975.028452620967 -34409.332159213365 250690.45742187501 41028.481181936557 11172.256521739131 -28318.52756231399 -2837.0773737980771 84892.706846039873 63294.19482421875 -21.710302734375002 81256.686181640631
leaf_weight=1219659 2717292 3350 357834 536 5861 414 322 1342 3388 105 87 923 48 532 142 376 51 133 5304 31 58 24 33 23 42 39 58 41 48 68
leaf_count=1219659 2717292 3350 357834 536 5861 414 322 1342 3388 105 87 923 48 532 142 376 51 133 5304 31 58 24 33 23 42 39 58 41 48 68
internal_value=0 41.781 276.166 4759.8 209.549 2401.56 -4215.34 4397.18 -5925.23 6232.6 -3667.05 7891.32 19302.2 2760.76 6838.01 18440.4 37766.5 5926.67 7586.45 27201.9 38363.8 89031.1 129307 26537 14762.3 27270.9 39823.4 51141.5 29146.3 63543
internal_weight=0 1.60087e+06 381213 5581 375632 17798 4124 13674 3802 5045 724 4321 971 619 7813 569 193 7244 5902 598 465 88 57 377 286 228 186 147 89 91
internal_count=4318164 1600872 381213 5581 375632 17798 4124 13674 3802 5045 724 4321 971 619 7813 569 193 7244 5902 598 465 88 57 377 286 228 186 147 89 91
is_linear=0
shrinkage=0.1


Tree=4061
num_leaves=31
num_cat=0
split_feature=3 0 4 1 4 1 1 1 1 0 5 1 1 2 5 5 0 0 5 0 5 5 1 4 1 1 4 1 1 2
split_gain=4.21808e+11 2.32226e+12 4.37047e+12 4.05628e+12 3.76959e+12 4.16804e+12 7.35227e+12 1.9089e+13 6.12177e+12 4.12649e+12 4.0668e+12 2.39048e+13 1.42674e+13 9.52594e+12 8.50381e+12 2.02006e+13 6.26962e+12 7.30394e+12 9.7432e+12 7.88156e+12 3.29968e+13 4.62196e+12 7.48713e+12 3.94844e+12 3.70084e+12 4.61816e+12 3.67991e+12 1.33125e+13 1.77019e+13 4.66321e+13
threshold=2.5000000000000004 47.236539400000005 5.5000000000000009 39.899261850000009 2.5000000000000004 82.968597500000016 82.926290250000008 82.91993380000001 82.97193200000001 54.959412650000012 56.205000000000005 82.911991800000024 82.897133550000021 1.5000000000000002 73.010000000000005 68.52500000000002 56.791364150000007 56.281985950000006 52.710000000000008 56.338501050000012 50.805000000000007 59.025000000000013 82.784560750000011 5.5000000000000009 30.323743050000001 33.101335500000005 4.5000000000000009 37.642309100000013 40.247294600000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 10 -7 -8 16 12 21 -13 15 -14 17 -6 19 20 -19 22 24 26 -12 -26 -23 -28 29 -29
right_child=-2 4 3 -5 5 8 9 -9 -10 -11 11 13 14 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-620.03042843373714 -5.1246982182870893 42.799889237260736 6584.8506488222065 63657.738125000003 -214.26823253953842 -54967.631882440473 -16201.780765625001 -70729.109651692721 -856.36020124783136 27360.695066751261 -25459.105376838237 107871.41479660562 -643.09238281250009 26097.771735491071 -158.71578696646341 -118674.72887931037 -6375.1272255641852 12142.985934208216 -4116.3551101259864 11961.008957205573 133413.09526041668 2195.8855726853726 63449.917252604166 -27529.923899147732 45489.436602783207 7117.988471867191 -26016.667487980769 -4048.3952812500002 1995.2540462669961 141839.75962540065
leaf_weight=29643 4205107 60103 33 20 3137 21 25 36 4745 167 34 29 29 28 41 29 1257 89 247 278 30 11070 24 44 32 1582 65 50 130 39
leaf_count=29643 4205107 60103 33 20 3137 21 25 36 4745 167 34 29 29 28 41 29 1257 89 247 278 30 11070 24 44 32 1582 65 50 130 39
internal_value=0 190.611 -568.733 28121.8 461.115 1542.12 2221.74 2017.49 -1094.79 21688.5 2160.89 3081.85 2802.15 67701.9 -35017.4 -59658.9 -256.879 1777.14 11477.5 21179.5 42715.3 3088.62 7998.51 2368.38 7190.96 7878.76 2484.24 13724.1 25519.2 59880.1
internal_weight=0 113057 29696 53 83361 23258 18492 18300 4766 192 18264 13226 13169 57 99 58 5038 3781 644 397 119 13070 1672 11398 1648 1614 11354 284 219 89
internal_count=4318164 113057 29696 53 83361 23258 18492 18300 4766 192 18264 13226 13169 57 99 58 5038 3781 644 397 119 13070 1672 11398 1648 1614 11354 284 219 89
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 0 1 1 0 2 0 3 2 0 0 5 6 5 0 0 1 1 1 0 1 3 3 5 0
split_gain=3.97712e+11 4.51412e+12 1.44476e+13 3.64621e+13 2.09538e+13 2.11671e+13 4.9057e+13 3.55155e+13 3.29967e+13 4.03156e+13 2.62852e+13 2.71059e+13 4.38824e+13 6.2337e+13 3.38245e+13 2.39688e+13 2.0291e+13 1.84514e+13 1.4777e+13 6.21114e+13 5.10209e+13 1.18191e+13 1.14019e+13 1.38697e+13 1.05143e+13 1.01089e+13 9.76316e+12 1.08358e+13 1.29841e+13 9.4219e+12
threshold=39.305000000000007 39.995000000000012 55.619594000000006 55.56564190000001 47.854228500000012 37.487839250000007 55.657530000000008 37.692869000000009 37.832345550000007 55.719391050000006 17.500000000000004 55.762622900000004 13.500000000000002 4.5000000000000009 55.751981950000008 55.695992150000002 39.505000000000003 1.5000000000000002 39.805000000000007 55.784980300000008 55.820531900000013 37.457850350000008 37.559851850000008 37.615058950000012 55.751981950000008 37.436176200000013 25.500000000000004 11.500000000000002 39.505000000000003 55.645049100000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 21 16 10 9 -9 11 12 13 14 -8 -10 29 18 19 -13 -20 -4 -14 -24 -11 -5 27 28 -21 -7
right_child=1 -3 4 25 -6 6 7 8 15 24 -12 17 22 -15 -16 -17 -18 -19 20 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=48.097832499455372 -1515.7803332417211 -3.3557456551393408 -76.010362812639087 9220.8526242948046 -4635.258243310519 25123.849479166667 -73474.695491071427 -34291.235013126272 45652.884645803351 23607.734640290775 58201.914990160396 217942.08906250002 17603.068922061015 163639.73813171388 72565.633728448287 5046.6025216738963 13628.513390531994 581.18246151763617 -37130.937278645833 66406.991847511585 86544.383575324304 -37421.1813723542 -79127.536466733873 -22615.672239022093 -4470.2582629788303 -23954.275539225437 -9033.5621379573186 53150.062406546174 -19353.150276692711 87886.090132891128
leaf_weight=1229622 34716 3036719 5807 102 4091 30 35 494 152 187 165 20 42 32 29 3330 84 202 90 27 53 86 62 145 465 923 41 244 51 118
leaf_count=1229622 34716 3036719 5807 102 4091 30 35 494 152 187 165 20 42 32 29 3330 84 202 90 27 53 86 62 145 465 923 41 244 51 118
internal_value=0 -19.1489 -944.594 -2064.61 1544.55 3652.93 7783.18 5999.45 1975.05 -12743.4 21043.8 15329.9 -7758.23 49679.8 -7300.17 6819.19 52883.9 26271.3 36137.1 46378.7 8706.77 -621.01 -29903 -39541.9 3582.79 -20652.9 36926.2 42778.2 10333.1 75164
internal_weight=0 3.08854e+06 51823 35741 16082 11991 6098 5866 4628 1146 1238 1073 345 96 64 3482 232 728 526 383 143 5893 249 207 652 1025 363 322 78 148
internal_count=4318164 3088542 51823 35741 16082 11991 6098 5866 4628 1146 1238 1073 345 96 64 3482 232 728 526 383 143 5893 249 207 652 1025 363 322 78 148
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=31
num_cat=0
split_feature=3 1 3 1 1 5 1 3 0 2 2 6 0 1 5 5 5 5 1 5 5 5 0 5 2 1 5 5 0 0
split_gain=3.78738e+11 3.9609e+12 1.36257e+13 4.58546e+13 2.37933e+13 3.00915e+13 2.25341e+13 1.96953e+13 1.83456e+13 1.73151e+13 5.62578e+13 2.59565e+13 1.67598e+13 2.59072e+13 3.18583e+13 2.42117e+13 1.8544e+13 1.83785e+13 1.54702e+13 1.42709e+13 2.59327e+13 1.733e+13 2.94113e+13 2.91089e+13 1.9834e+13 1.55717e+13 4.11737e+13 2.53663e+13 1.48748e+13 1.42532e+13
threshold=19.500000000000004 60.611165000000007 21.500000000000004 60.628582700000003 82.940215400000014 53.005000000000003 82.963712850000022 20.500000000000004 55.993277250000013 13.500000000000002 17.500000000000004 1.5000000000000002 55.017766000000002 82.95335685000002 60.905000000000008 66.990000000000023 79.010000000000005 44.005000000000003 65.610478850000007 128.92000000000004 93.00500000000001 73.405000000000015 57.157092150000004 70.50500000000001 15.500000000000002 82.897133550000021 97.050000000000011 97.050000000000011 55.061033200000004 55.183525900000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 18 12 19 -8 -3 -11 -12 13 15 17 -6 -14 -15 -5 20 21 23 -23 29 -24 27 -27 -22 -21 -7
right_child=1 2 -4 4 6 7 8 -9 -10 10 11 -13 16 14 -16 -17 -18 -19 -20 28 25 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=10.809237356703541 42.40919543616593 20045.918103745407 -138.91892554227101 2254.6740409153385 25553.083292164523 -23007.510355905113 -7057.6892954042196 -26675.782505178839 15886.895614959642 169570.72506334461 88030.387187500004 -64812.040812499996 10140.939082349822 3674.3415418945315 25771.17955613228 -74128.479283816327 42790.880245881039 -37524.775265870419 -10460.020807024794 -94391.369699707036 39232.407126156919 -35889.878947971294 -11828.860466879987 37834.456518198276 57224.508646716102 -36351.018111979167 111835.71189453125 -27500.749354801013 640.92875279017858 -1135.4777560293498
leaf_weight=3810546 424561 136 69175 2701 34 534 3204 1000 391 37 20 25 1253 250 365 86 202 191 1482 40 111 584 141 137 59 30 50 117 28 674
leaf_count=3810546 424561 136 69175 2701 34 534 3204 1000 391 37 20 25 1253 250 365 86 202 191 1482 40 111 584 141 137 59 30 50 117 28 674
internal_value=0 -81.1419 -712.696 -3571.87 -4297.81 -7976.88 435.221 -14811.5 -4562.19 41929.7 78224.7 3117.93 7980.66 -2536.08 3917.91 -45885.4 14673.8 -14169.3 -2250.03 -10075.3 -8814.46 -12738.1 -24555.2 -5849.82 8541.88 18306.7 56265.7 4987.76 -55260.4 -10804.1
internal_weight=0 507618 83057 13882 13664 7688 5976 3505 3595 218 82 45 2381 926 806 120 1455 441 4183 2505 2437 2129 784 1345 200 308 80 228 68 1208
internal_count=4318164 507618 83057 13882 13664 7688 5976 3505 3595 218 82 45 2381 926 806 120 1455 441 4183 2505 2437 2129 784 1345 200 308 80 228 68 1208
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=31
num_cat=0
split_feature=5 3 0 5 0 1 4 3 5 5 5 2 0 3 3 1 2 2 5 1 2 2 3 2 1 0 1 4 1 1
split_gain=3.79105e+11 7.15572e+12 1.94772e+13 2.75711e+13 2.24859e+13 5.05745e+13 3.75829e+13 5.4281e+13 3.84731e+13 3.12392e+13 2.84903e+13 2.45967e+13 2.00439e+13 1.8933e+13 2.52302e+13 1.13049e+14 1.81373e+13 3.20108e+13 3.411e+13 2.2608e+13 1.80532e+13 1.98347e+13 4.75681e+13 4.59847e+13 2.20699e+13 2.13932e+13 2.26498e+13 2.07417e+13 1.91619e+13 3.13258e+13
threshold=92.035000000000011 15.500000000000002 55.899899800000007 94.040000000000006 55.885524800000006 37.457850350000008 3.5000000000000004 22.500000000000004 107.05000000000001 95.020000000000024 98.020000000000024 8.5000000000000018 56.009576300000013 23.500000000000004 22.500000000000004 30.362552800000003 3.5000000000000004 4.5000000000000009 112.04500000000002 37.275078000000001 5.5000000000000009 11.500000000000002 23.500000000000004 9.5000000000000018 38.058342000000003 55.975961550000008 91.910414550000013 3.5000000000000004 37.855187800000003 37.971176850000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 13 -3 6 7 8 -6 -7 -9 -8 16 14 -4 -16 19 18 -18 -5 -19 22 24 -24 -22 28 27 -27 -23 -30
right_child=1 2 3 12 5 9 11 10 -10 -11 -12 -13 -14 -15 15 -17 17 20 -20 -21 21 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=6.2256538631325169 304.58200517756114 -21.95116577464816 -16745.586610583818 91949.958669354848 -69892.178182870368 -124257.42985733697 -86415.92045454547 229545.79951923076 113099.31375 1688.9373552976733 100921.81636029412 40863.566270727046 -1159.3592587034373 -3181.1502430148412 -221494.97125946969 -1114.7509246439874 -34345.618215013586 41421.251664225267 -181409.36910807295 -994.12013927641374 -72056.820332913194 -2721.8134454900573 97687.380468750009 -54415.126830357141 -11621.497284007353 -104406.84587486531 2604.6627760283804 -16037.492414700255 142391.30104417069 2724.2326558430991
leaf_weight=4135587 121183 41598 1417 31 27 23 22 26 20 137 51 49 15538 1106 33 79 46 54 24 168 209 297 46 35 85 58 98 49 26 42
leaf_count=4135587 121183 41598 1417 31 27 23 22 26 20 137 51 49 15538 1106 33 79 46 54 24 168 209 297 46 35 85 58 98 49 26 42
internal_value=0 -141.018 -1020.57 -3637.08 191.92 25252.8 59442.4 92662.1 7976.54 -16415.9 144353 1424.85 -2145.91 -13147.7 -20357 -66048.2 -14235.1 -19395.3 -84767.5 13484.6 -14814.6 -18028.1 -35889.6 31964.1 -54584 -6277.13 -32127.7 -63938.6 8241.68 56126.3
internal_weight=0 182577 61394 19441 41953 355 195 124 47 160 77 71 16806 2635 1529 112 1268 1069 70 199 999 945 375 81 294 570 205 107 365 68
internal_count=4318164 182577 61394 19441 41953 355 195 124 47 160 77 71 16806 2635 1529 112 1268 1069 70 199 999 945 375 81 294 570 205 107 365 68
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=31
num_cat=0
split_feature=5 2 3 0 0 3 2 1 0 3 0 5 3 5 5 2 0 5 1 5 2 0 3 1 2 1 0 3 3 5
split_gain=3.85124e+11 2.38768e+12 7.42842e+12 7.39305e+12 9.24982e+12 1.80469e+13 2.37042e+13 2.02726e+13 1.43535e+13 2.28198e+13 2.92736e+13 4.38537e+13 2.65689e+13 3.17068e+13 3.65804e+13 2.44956e+13 1.60979e+13 1.55149e+13 1.5295e+13 1.40578e+13 1.37169e+13 1.37143e+13 4.71491e+13 2.24194e+13 1.79522e+13 2.02187e+13 1.74911e+13 2.07805e+13 2.09713e+13 2.89575e+13
threshold=100.05000000000001 11.500000000000002 36.500000000000007 60.063729500000008 59.990816400000007 24.500000000000004 17.500000000000004 30.370618100000005 59.863160500000006 17.500000000000004 59.939091550000008 105.35000000000001 16.500000000000004 118.33500000000002 107.05000000000001 13.500000000000002 59.939091550000008 116.06000000000002 30.315880100000005 161.85000000000002 12.500000000000002 56.802385350000009 12.500000000000002 60.601268000000012 13.500000000000002 30.332994000000003 56.028355650000009 21.500000000000004 19.500000000000004 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 21 12 15 -12 13 14 20 18 -16 -13 -11 -15 -10 26 23 -23 25 -24 -3 28 29 -28
right_child=1 3 -4 -5 5 -7 -8 -9 9 10 11 17 -14 19 16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.0233716427379385 10.622617002599052 -1108.9915159405762 49779.027597656255 24007.154098615978 -39594.834739598693 4400.5808443188425 8435.638287259615 34043.966854039631 -80969.856520432688 -87828.965342881958 -157554.74213686344 -46855.700558035722 90334.037038934432 -46255.81222370427 117739.94254092262 21730.314743327286 45960.155372694673 35294.731966145831 -379.04593750000004 43767.898011363635 13808.909311655407 -135920.04977714343 19621.234092881943 -36026.949968676301 -670.34419307975986 -27761.62351002148 8544.8707533437992 -4892.064480019636 113434.01616586538 65757.063139048798
leaf_weight=4199349 98514 14472 30 116 424 497 195 41 26 36 27 56 61 82 42 353 122 39 45 22 37 39 108 53 1927 542 395 374 26 114
leaf_count=4199349 98514 14472 30 116 424 497 195 41 26 36 27 56 61 82 42 353 122 39 45 22 37 39 108 53 1927 542 395 374 26 114
internal_value=0 -177.544 25.7737 -1165.94 -1310.82 -9991.68 -20829.5 -33102 -782.145 11211.7 -1815.65 -45093.5 29689.3 18513.1 39462.2 10350 64342.8 -13130.8 -39245.7 -27212.3 -25306.1 -1412.07 -8029.14 -78372.9 -5517.83 -19888.8 -263.841 13191.6 25833.3 21358.6
internal_weight=0 118815 98544 20271 20155 1157 660 465 18998 948 556 122 392 331 227 434 164 95 81 104 63 18050 2669 92 2577 650 15381 909 535 509
internal_count=4318164 118815 98544 20271 20155 1157 660 465 18998 948 556 122 392 331 227 434 164 95 81 104 63 18050 2669 92 2577 650 15381 909 535 509
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=31
num_cat=0
split_feature=3 4 5 6 3 5 0 1 1 5 0 0 5 1 0 0 3 0 0 3 0 5 5 1 0 0 0 1 3 1
split_gain=3.66315e+11 4.32695e+12 1.2583e+13 3.00247e+13 2.84352e+13 2.04021e+13 2.26532e+13 1.71006e+13 2.84308e+13 2.78315e+13 2.41575e+13 2.13764e+13 1.69791e+13 2.24041e+13 2.07189e+13 2.09535e+13 2.31092e+13 2.67471e+13 6.10761e+13 1.68462e+13 3.239e+13 3.10115e+13 2.59932e+13 1.746e+13 2.03899e+13 2.93099e+13 2.33906e+13 1.66197e+13 1.61962e+13 1.60637e+13
threshold=9.5000000000000018 3.5000000000000004 93.00500000000001 1.5000000000000002 21.500000000000004 92.035000000000011 47.208883950000008 37.542000650000013 37.737121850000008 75.750000000000014 56.028355650000009 55.751981950000008 73.995000000000019 30.388336800000001 59.963407450000012 59.939091550000008 23.500000000000004 55.591389050000011 55.619594000000006 23.500000000000004 55.91302515000001 76.730000000000018 86.02500000000002 37.314272700000011 55.601678500000013 55.74310830000001 55.812836050000008 82.907204800000002 20.500000000000004 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 12 9 -9 29 -11 13 -3 15 16 17 -14 -19 20 22 -22 -6 -21 -25 -26 -27 -8 -4 -10
right_child=1 2 28 4 19 6 27 8 10 11 -12 -13 14 -15 -16 -17 -18 18 -20 23 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-32.26841025871407 44.117370752772615 -87531.200639204544 1695.4796654802417 -5452.1483574808626 -78245.680646306821 69867.646644176144 -22681.442787644526 58187.738641826931 92463.644437499999 -13154.163238790763 -11544.067824712693 -89115.207724609383 -18002.632791321535 14180.728872147818 51621.042642772445 -40182.018555450442 -29331.919947916667 210669.17470238099 33192.624153203556 -25464.017737855305 34565.192649147728 200635.68113111414 73795.487975543481 -14470.695541925301 163077.268125 -49021.892635995377 60119.685525004068 -72502.767711292618 -4357.3164566072301 11451.834581297786
leaf_weight=1938624 2338662 33 19991 11695 22 22 280 26 25 69 593 80 83 63 196 64 75 21 253 94 22 23 23 73 20 27 72 88 5676 1169
leaf_count=1938624 2338662 33 19991 11695 22 22 280 26 25 69 593 80 83 63 196 64 75 21 253 94 22 23 23 73 20 27 72 88 5676 1169
internal_value=0 26.2892 -993.671 -3272.73 -5359.87 -6202.47 -28702.5 6184.65 1187.15 -37279.8 4954.2 -53938.6 18627.7 -20782.7 24095 13217.8 21128.9 31729.9 46794.8 21722.2 59455 119446 -535.75 9848.23 27136.5 52660.3 30353.8 -34595.2 356.964 13148.1
internal_weight=0 2.37954e+06 40878 15211 12461 12085 390 2750 1962 175 1787 149 788 96 692 496 432 357 274 376 90 45 45 286 192 119 99 368 25667 1194
internal_count=4318164 2379540 40878 15211 12461 12085 390 2750 1962 175 1787 149 788 96 692 496 432 357 274 376 90 45 45 286 192 119 99 368 25667 1194
is_linear=0
shrinkage=0.1


Tree=4067
num_leaves=31
num_cat=0
split_feature=1 6 1 0 0 0 0 0 5 3 0 0 5 0 3 3 5 3 5 2 2 5 1 1 5 3 3 5 5 5
split_gain=3.67673e+11 5.02808e+12 1.12392e+13 3.1578e+13 3.45528e+13 2.15895e+13 2.13834e+13 2.11764e+13 1.72075e+13 1.47556e+13 2.69257e+13 3.07389e+13 1.76539e+13 1.34397e+13 2.48031e+13 1.45791e+13 1.32974e+13 1.25799e+13 2.03468e+13 1.97624e+13 2.42148e+13 2.35061e+13 2.43447e+13 2.19075e+13 4.18241e+13 3.16621e+13 2.40519e+13 3.49917e+13 5.35902e+13 3.62281e+13
threshold=35.911716050000003 1.5000000000000002 34.359746700000009 56.028355650000009 56.852744000000008 44.678200800000006 45.013473000000012 45.040161900000008 120.05000000000001 12.500000000000002 57.057093650000006 61.674413550000004 58.305000000000007 56.197733450000008 7.5000000000000009 2.5000000000000004 47.815000000000005 12.500000000000002 30.025000000000002 2.5000000000000004 1.5000000000000002 50.005000000000003 30.102666750000001 30.278357500000002 112.04500000000002 3.5000000000000004 5.5000000000000009 88.015000000000015 93.00500000000001 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 5 13 -4 -7 -8 9 10 -6 -12 -11 14 15 -5 -9 18 -3 20 21 22 -20 26 -25 -26 -23 -28 -29 -30
right_child=-2 2 3 4 8 6 7 16 -10 12 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 23 -24 24 25 -27 27 28 29 -31
leaf_value=-478.12907685464126 10.190674219712051 4262.7618763047176 63853.42046638258 -24365.73954016644 15750.244754750422 -71484.296696192789 35405.990603715945 -8752.1674200576217 43308.097399129751 -5269.2227036918939 -41729.580359754378 -2193.2966124618988 -25479.582344182549 9322.1348141565359 141990.5965625 39053.046227384875 -28529.149468721411 1228.6883544395675 -7535.0341047703614 -1237.3317180625581 3211.3312572922214 -4537.9984882775198 4171.3333224292282 -8646.6507419688387 -32823.010502049183 48722.065123217886 4535.1723104918774 113429.03568083936 -72346.78018606086 36818.877847450662
leaf_weight=191325 3848743 9638 33 46 822 71 78 714 79 1639 204 5459 587 1173 20 171 649 97107 2170 108042 26972 2749 9796 7764 61 217 1567 78 38 152
leaf_count=191325 3848743 9638 33 46 822 71 78 714 79 1639 204 5459 587 1173 20 171 649 97107 2170 108042 26972 2749 9796 7764 61 217 1567 78 38 152
internal_value=0 -83.5525 187.909 -2839.49 -821.456 -16162.5 -17908.9 -15269.1 -3152.53 -3573.88 -1162.58 -3617.52 -10598.7 13710.6 35430.6 25609.4 -18169.1 321.405 -199.166 -468.605 1142.11 -1127.37 2048.42 -4137.15 -7282.03 30829.1 1380.11 10246 43637.2 14985.7
internal_weight=0 469421 278096 11745 10200 1545 1512 1441 8790 8711 6485 5663 2226 1410 237 217 1363 266351 169244 159606 51564 24592 11966 12626 8042 278 4584 1835 268 190
internal_count=4318164 469421 278096 11745 10200 1545 1512 1441 8790 8711 6485 5663 2226 1410 237 217 1363 266351 169244 159606 51564 24592 11966 12626 8042 278 4584 1835 268 190
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=31
num_cat=0
split_feature=5 0 4 1 1 0 0 2 4 3 4 2 5 0 5 0 1 1 3 5 5 1 0 3 0 5 3 2 5 1
split_gain=3.83526e+11 3.61154e+12 8.94227e+12 1.39411e+13 1.28791e+13 1.38988e+13 1.09819e+13 9.88013e+12 2.77033e+13 2.55291e+13 2.45227e+13 2.35959e+13 2.1105e+13 2.31504e+13 3.08063e+13 4.94259e+13 1.94246e+13 1.75775e+13 1.46854e+13 2.02961e+13 1.22636e+13 1.22547e+13 9.2207e+12 1.57482e+13 1.51836e+13 3.3389e+13 4.06781e+13 2.55235e+13 1.63543e+13 1.60171e+13
threshold=98.020000000000024 54.811549550000009 1.5000000000000002 38.969379750000009 34.359746700000009 45.112033650000008 44.732363600000006 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 11.500000000000002 225.45000000000002 53.145783300000012 132.05000000000004 47.222459950000008 45.148007750000012 39.726951800000002 9.5000000000000018 137.05000000000004 107.05000000000001 61.463701450000009 53.973051950000006 13.500000000000002 54.725565150000001 112.04500000000002 19.500000000000004 22.500000000000004 150.04500000000004 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 10 9 11 -5 16 13 14 -10 -16 18 -12 19 20 -9 -18 -4 -24 28 26 -26 -27 -25 -30
right_child=1 -3 22 7 5 -7 -8 8 12 -11 17 -13 -14 -15 15 -17 21 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=5.3639247725062962 -47569.793619791672 -560.73973365610289 187.39242929255357 -57828.053179253475 56715.978414351855 77242.972005393283 -23625.29480298913 63757.391257440475 -22923.529251922126 -78043.450989583333 122673.26734374999 111755.38779492187 -13244.118139415541 -154436.02274116848 -229866.38671875 -10209.548515625 -88048.732533482151 15068.163232421875 -29409.533541666664 106179.54054276318 -39901.801437500006 9331.0262044270839 6798.6244618542514 -25120.412516724395 3983.7275636800132 -34260.181357996327 101724.20113044509 75904.14396972656 -445.37881645114942 98799.605937500004
leaf_weight=4182669 24 85441 43437 36 27 44 46 21 126 30 20 25 190 23 21 20 28 63 30 38 25 24 4788 481 120 170 66 24 87 20
leaf_count=4182669 24 85441 43437 36 27 44 46 21 126 30 20 25 190 23 21 20 28 63 30 38 25 24 4788 481 120 170 66 24 87 20
internal_value=0 -165.582 508.943 -9594.16 19160.2 32848.4 6089.97 -15225.2 -20437.8 7715.19 11100.4 21185.1 -36810.9 -60377.8 -47423.7 -122717 7545.04 40997.1 30648.2 52097.4 7420.87 -43104.2 685.773 4446.74 -7186.32 8392.93 38665.8 -20631.6 -17254.5 18105.1
internal_weight=0 135495 50054 861 141 117 73 720 601 221 119 191 380 190 167 41 166 83 114 84 46 52 49193 5756 968 380 186 194 588 107
internal_count=4318164 135495 50054 861 141 117 73 720 601 221 119 191 380 190 167 41 166 83 114 84 46 52 49193 5756 968 380 186 194 588 107
is_linear=0
shrinkage=0.1


Tree=4069
num_leaves=31
num_cat=0
split_feature=5 5 4 3 1 1 0 3 1 3 5 0 0 0 0 0 3 0 5 1 2 5 5 5 3 5 5 3 3 2
split_gain=3.77914e+11 4.54451e+12 6.16583e+12 1.91033e+13 2.80062e+13 5.48691e+13 8.00504e+13 1.61052e+14 5.12202e+13 6.01736e+13 3.81465e+13 3.18225e+13 2.54349e+13 4.31209e+13 2.4339e+13 8.33455e+13 8.66118e+13 8.12708e+13 5.03154e+13 3.42733e+13 3.53992e+13 3.00184e+13 3.40618e+13 2.60905e+13 3.07859e+13 2.90868e+13 2.56741e+13 3.26115e+13 4.3507e+13 2.37384e+13
threshold=47.005000000000003 49.010000000000012 1.5000000000000002 12.500000000000002 30.346469350000003 30.207352000000004 59.846652800000008 15.500000000000002 30.259484550000003 21.500000000000004 50.410000000000004 60.003414000000006 45.040161900000008 45.022371150000005 59.932719750000011 59.963407450000012 13.500000000000002 60.003414000000006 62.015000000000008 30.332994000000003 21.500000000000004 76.730000000000018 64.020000000000024 110.05000000000001 21.500000000000004 57.995000000000012 50.005000000000003 18.500000000000004 23.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 9 -8 -9 12 13 -6 23 16 18 26 -16 20 -19 22 -18 24 -10 -26 -17 -28 -29 -14
right_child=1 2 -4 4 11 6 8 10 14 -11 -12 -13 29 -15 15 17 21 19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-30.322770424646979 520.12451701405985 331.11208770513616 32.761340062469031 -20842.046429324793 -2553.4474229792445 278660.4151529948 54546.022996806438 -89785.742436079541 -32082.084544256715 -8133.0331969184717 55925.735212053572 -26822.145461195632 -4235.5500036059066 15067.383903757731 65971.720351562501 16660.979742986507 29151.73331504079 -4687.6424658837259 280733.1730794271 114720.54811580882 74092.732645089287 -72362.362687500005 142558.56755208335 98722.273549107151 37454.264916847729 -15445.619491373698 -91690.68560648337 67491.736517857149 -103283.13608774039 2320.4320728302591
leaf_weight=2105789 173534 77625 1907066 592 3970 33 433 22 461 237 98 541 37700 2136 20 44 226 308 24 34 70 25 30 21 169 270 154 35 26 6471
leaf_count=2105789 173534 77625 1907066 592 3970 33 433 22 461 237 98 541 37700 2136 20 44 226 308 24 34 70 25 30 21 169 270 154 35 26 6471
internal_value=0 28.8619 -12.9514 -674.513 -2116.1 6765.37 12730.2 83014.6 8573.43 32374.5 29212 -2698.43 -2438.85 3610.67 254.858 11090.1 52655.4 -9042.08 183114 18551.4 9901.32 32227.7 42441.6 -11462.8 -14033.8 4919.03 -52936 -67179.1 -5297.55 -3275.11
internal_weight=0 2.21238e+06 2.03884e+06 131775 54150 3332 2740 153 2587 670 120 50818 50277 6106 1917 996 325 671 44 412 378 281 256 921 900 439 259 215 61 44171
internal_count=4318164 2212375 2038841 131775 54150 3332 2740 153 2587 670 120 50818 50277 6106 1917 996 325 671 44 412 378 281 256 921 900 439 259 215 61 44171
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=31
num_cat=0
split_feature=0 5 4 0 3 1 1 5 3 5 1 1 0 5 0 1 1 5 1 5 0 0 2 0 3 5 3 5 1 1
split_gain=3.9756e+11 3.7794e+12 1.4398e+13 1.98641e+13 2.5497e+13 2.50538e+13 5.96307e+13 4.93835e+13 1.37177e+14 2.1518e+13 3.94018e+13 1.98901e+13 2.14769e+13 3.88778e+13 1.95085e+13 2.77336e+13 2.35852e+13 2.25798e+13 3.31132e+13 2.50462e+13 3.20787e+13 2.93307e+13 2.82651e+13 5.6255e+13 4.13123e+13 2.38858e+13 2.088e+13 2.01242e+13 1.92842e+13 4.06498e+13
threshold=45.067452850000002 45.305000000000007 1.5000000000000002 45.005863250000004 6.5000000000000009 38.959914000000005 38.975980350000007 68.52500000000002 14.500000000000002 59.510000000000012 39.011252750000004 37.314272700000011 44.732363600000006 49.010000000000012 44.678200800000006 37.777459000000007 37.777459000000007 51.815000000000005 43.048525950000005 56.005000000000003 43.465905150000005 43.514103700000014 10.500000000000002 43.592450450000008 16.500000000000004 53.705000000000005 19.500000000000004 50.005000000000003 38.096381250000007 39.718803500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 9 -6 7 -7 -9 -5 -11 -3 14 -14 16 -16 -13 27 19 22 -21 -22 24 26 28 -26 -24 -18 -19 -30
right_child=-2 2 -4 4 5 6 -8 8 -10 10 -12 12 13 -15 15 -17 17 18 -20 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-431.22736480998469 10.363623441551727 15704.634476007805 -125.05066951200172 -5906.1202384757471 -1272.1639744398763 19714.197506071392 3888.6168451920248 287762.02833533654 3586.4135044642858 -108348.75902478449 21637.501965645031 -21401.30434861824 2035.1984163877323 -14627.78616179892 1082.6119954635751 34881.374053925669 -425.72273674217234 35813.00486458122 -1501.310840290063 48700.175405340327 -105911.90354567308 1402.6830838174346 224351.21430027173 3491.004677001953 -142378.76304347828 -11193.1749609375 86434.24300595239 -17100.521737957119 -26707.807811513572 27395.909781165999
leaf_weight=188022 3867038 794 229949 718 3122 2432 6168 26 49 58 39 469 3033 2601 585 415 6111 616 2865 146 26 1246 23 50 23 35 21 821 198 465
leaf_count=188022 3867038 794 229949 718 3122 2432 6168 26 49 58 39 469 3033 2601 585 415 6111 616 2865 146 26 1246 23 50 23 35 21 821 198 465
internal_value=0 -88.8367 155.846 2104.03 5227.94 6409.75 9174.35 22178.9 102101 -11878.5 -56086.2 186.155 -437.759 -5657.46 1645.68 15109.1 619.116 1435.78 6089.96 13723.9 4304.84 -790.854 23057.3 76061.1 19330.8 -63215 158527 -2400.62 23074.1 11238.2
internal_weight=0 451126 263104 33155 12612 11797 8675 2507 75 815 97 20543 19749 5634 14115 1000 13115 12646 5714 2849 1418 1272 1431 94 1337 58 44 6932 1279 663
internal_count=4318164 451126 263104 33155 12612 11797 8675 2507 75 815 97 20543 19749 5634 14115 1000 13115 12646 5714 2849 1418 1272 1431 94 1337 58 44 6932 1279 663
is_linear=0
shrinkage=0.1


Tree=4071
num_leaves=31
num_cat=0
split_feature=1 0 3 2 5 3 1 0 1 4 5 5 3 0 5 0 5 5 1 5 3 2 5 5 5 5 2 5 1 6
split_gain=3.91993e+11 4.34738e+12 1.88269e+13 3.0458e+13 2.50447e+13 2.96776e+13 2.37986e+13 8.10816e+13 2.18994e+13 2.5673e+13 2.76319e+13 2.80491e+13 2.57851e+13 3.32943e+13 7.87316e+13 3.29651e+13 2.90268e+13 1.7402e+13 2.28432e+13 2.02353e+13 1.69663e+13 1.58947e+13 1.54452e+13 1.88268e+13 1.51816e+13 1.50664e+13 1.56313e+13 1.47638e+13 1.38745e+13 1.37408e+13
threshold=30.305955500000003 60.029906750000002 14.500000000000002 11.500000000000002 56.835000000000008 12.500000000000002 30.278357500000002 60.063729500000008 30.226173900000003 2.5000000000000004 54.035000000000004 50.805000000000007 12.500000000000002 60.042666650000008 92.035000000000011 60.035045000000004 80.00500000000001 56.205000000000005 30.259484550000003 56.835000000000008 12.500000000000002 2.5000000000000004 95.020000000000024 93.00500000000001 61.405000000000008 96.015000000000015 4.5000000000000009 56.005000000000003 30.207352000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 24 -4 -8 29 10 11 -10 13 14 15 -11 -14 18 27 -19 -13 -16 23 -23 -6 -24 -27 -12 -7 -3
right_child=-2 2 6 4 5 28 7 -9 9 12 17 20 16 -15 21 -17 -18 19 -20 -21 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-399.42777333873784 6.1556144778334163 -11262.600928895945 -426.05094550587631 10817.880156147889 154294.26576244214 95487.166191406257 -35371.101832917448 40597.903820968466 6488.4873704675192 86571.223433593754 -38824.797582213861 27568.179216080258 14488.24501728149 12322.063656772903 97393.238541666666 203182.07041015627 -51003.573188920454 48749.160358439702 23962.062940917967 -6064.2477603359075 94525.894621394225 -3257.8488839285715 -88600.172540838073 118846.21971807066 67293.214968324333 -53139.568623621322 29507.187148437501 -118142.22615840517 5185.8418125085664 626.77532556321194
leaf_weight=138125 4145141 1156 19517 526 27 20 616 182 3659 100 123 139 293 409 21 32 88 71 50 1310 52 28 22 23 78 34 70 29 114 6109
leaf_count=138125 4145141 1156 19517 526 27 20 616 182 3659 100 123 139 293 409 21 32 88 71 50 1310 52 28 22 23 78 34 70 29 114 6109
internal_value=0 -147.471 849.764 3591.17 23014.3 49856.7 -1118.14 -18044.8 2515.86 6707.57 3865.68 8438.62 20493.3 31388 55018.2 114841 -638.474 -7256.12 -34670.7 -3246.18 45797.5 15136.6 5377.39 51808.7 89664.9 -13416.2 2488.06 -53957.7 18663.7 -1265.05
internal_weight=0 173023 34898 14583 765 239 20315 798 13818 6553 5433 3850 1120 739 330 132 381 1583 202 1381 191 198 177 51 105 126 104 152 134 7265
internal_count=4318164 173023 34898 14583 765 239 20315 798 13818 6553 5433 3850 1120 739 330 132 381 1583 202 1381 191 198 177 51 105 126 104 152 134 7265
is_linear=0
shrinkage=0.1


Tree=4072
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 5 5 5 5 1 1 0 0 1 5 1 1 6 5 5 0 5 1 0 0 1 1 2 1 1
split_gain=3.6443e+11 2.06423e+12 5.30108e+12 1.73909e+13 1.12572e+13 9.35528e+12 7.30578e+12 6.63007e+12 9.47241e+12 7.70573e+12 7.95684e+12 1.08563e+13 7.85779e+12 1.39317e+13 6.06282e+12 5.39793e+12 5.14812e+12 4.83387e+12 7.8281e+12 8.66382e+12 1.80169e+13 5.16027e+12 4.68257e+12 4.95727e+12 1.27638e+13 1.18672e+13 7.62749e+12 4.52374e+12 4.51643e+12 5.9256e+12
threshold=2.5000000000000004 55.212972300000011 54.99493995000001 39.110397700000007 47.554129950000011 67.990000000000023 57.005000000000003 110.05000000000001 128.92000000000004 55.957851400000003 83.011163250000024 55.193434200000006 55.07108800000001 83.093115700000013 161.85000000000002 37.914142000000005 78.608766650000021 1.5000000000000002 81.910000000000011 78.710000000000022 55.078308950000007 76.00500000000001 57.550671000000001 55.020029900000004 55.025681450000008 82.784560750000011 82.981501350000016 1.5000000000000002 83.003542850000017 82.926290250000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 9 -9 -6 11 17 13 -12 -10 -8 -13 -11 19 21 -21 22 -19 -24 25 27 -27 -25 29 -26
right_child=-2 -3 3 4 7 -7 15 8 14 10 12 16 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=150.61664002332321 -4.7634084029354788 686.07652753267485 6362.7739934212195 -19261.788360230534 11692.795314726691 -90517.924414062509 -4465.4018391927084 78944.162355638589 -21595.375328947368 38250.760606971155 681.32024943946192 10763.169217051633 8061.7017646130907 -52248.512951660159 39729.756919642859 39328.080700399711 -24534.942841508237 -24657.849871232025 -32817.149841678503 104315.14837979403 -19766.656359375003 -42548.20807291667 -10695.434208984376 19488.182447193289 -6067.5639753298765 -2222.6781748670214 47448.240661951015 70849.24434840426 -33707.440081188724 3746.8047383450048
leaf_weight=58265 4205107 46748 694 234 307 20 36 23 38 26 223 46 834 64 28 129 406 113 99 22 25 36 905 27 2578 188 37 47 51 808
leaf_count=58265 4205107 46748 694 234 307 20 36 23 38 26 223 46 834 64 28 129 406 113 99 22 25 36 905 27 2578 188 37 47 51 808
internal_value=0 177.173 -181.605 -2587.98 -4195.7 -24872.5 10859.5 -3437.95 23680.1 -3790.7 -4518.08 -6105.87 3150.3 -11121.8 4421.35 29773.1 -20942.7 -4754.35 -4980.87 -4411.14 38314.2 -4830.37 -4544.75 -4055.03 -2446.47 17370.6 5945.43 52109.4 -4170.45 -3725.56
internal_weight=0 113057 66309 8044 7185 254 859 6931 89 6842 6535 5414 1121 287 66 165 452 4962 4936 4837 47 4790 4754 4641 3736 299 225 74 3437 3386
internal_count=4318164 113057 66309 8044 7185 254 859 6931 89 6842 6535 5414 1121 287 66 165 452 4962 4936 4837 47 4790 4754 4641 3736 299 225 74 3437 3386
is_linear=0
shrinkage=0.1


Tree=4073
num_leaves=31
num_cat=0
split_feature=5 0 4 1 5 0 1 4 1 1 5 5 0 2 1 1 3 1 3 4 6 5 3 0 1 5 0 5 5 1
split_gain=3.51603e+11 1.74706e+12 6.76425e+12 1.49649e+13 5.10904e+12 5.10177e+12 4.70231e+12 2.98331e+12 1.04122e+13 3.96473e+12 5.71297e+12 3.10959e+12 3.01635e+12 4.80692e+12 5.10389e+12 2.94364e+12 5.16321e+12 7.05684e+12 9.06558e+12 8.82956e+12 6.57131e+12 5.63417e+12 4.62712e+12 4.32886e+12 4.91628e+12 4.42025e+12 4.18615e+12 4.37292e+12 4.22635e+12 7.40325e+12
threshold=22.030000000000005 60.052595500000002 1.5000000000000002 50.388877400000005 13.050000000000002 60.042666650000008 56.249874400000003 1.0000000180025095e-35 30.278357500000002 30.388336800000001 20.010000000000002 21.015000000000004 60.693675950000006 6.5000000000000009 114.17164950000002 30.315880100000005 8.5000000000000018 30.226173900000003 11.500000000000002 1.0000000180025095e-35 1.5000000000000002 19.650000000000002 17.500000000000004 59.863160500000006 30.243224600000001 13.050000000000002 59.950068600000009 16.850000000000005 20.010000000000002 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 15 -5 8 -6 10 -10 -11 -9 14 -14 16 23 -18 -19 20 21 -20 -22 24 25 -1 28 -28 -25 -30
right_child=-2 2 3 6 7 -7 -8 12 9 11 -12 -13 13 -15 -16 -17 17 18 19 -21 22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-37786.596524784072 3.9433790525057706 27176.770521763392 -77398.440547180173 36612.383368389426 25785.929550214787 -16728.884211373836 -10194.49532202744 -9168.1230741190666 -43937.992751736114 11347.29240522826 4512.6958565190153 -4083.3080848787649 7237.417075978974 49015.243569548242 -29426.375659722224 -146.21342608091655 3576.4169231824635 -44155.360537109373 -34576.134755108178 49607.114877717395 -66320.179649559228 -1646.9410539899554 -13471.826474609376 4048.6277273335277 -37733.163163174722 5717.1722224934892 17626.452805830791 -20544.264141627722 11123.205392860506 71405.04632523148
leaf_weight=29 4237242 98 32 26 226 188 123 289 45 281 53 244 243 23 45 77334 242 100 65 23 37 259 30 449 55 120 41 112 83 27
leaf_count=29 4237242 98 32 26 226 188 123 289 45 281 53 244 243 23 45 77334 242 100 65 23 37 259 30 449 55 120 41 112 83 27
internal_value=0 -206.483 2939.05 -15352.2 5079.14 -275.119 -2026.85 3584.62 7399.11 729.093 -17735.1 4175.74 -1812.89 5022.05 1508.7 -235.966 -4387.22 -10504.1 -17133.4 -10606.4 -14148.4 -8253.11 -42656.7 661.188 -12181.7 -2750 4340.9 -10315.5 8352.41 25919.7
internal_weight=0 80922 1728 181 1547 79194 149 1449 849 623 98 525 600 311 288 79006 1672 756 514 414 391 324 67 916 204 149 712 153 559 110
internal_count=4318164 80922 1728 181 1547 79194 149 1449 849 623 98 525 600 311 288 79006 1672 756 514 414 391 324 67 916 204 149 712 153 559 110
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=31
num_cat=0
split_feature=5 1 1 5 0 6 3 0 5 5 3 4 0 4 6 0 5 3 6 5 3 2 1 1 3 5 5 0 2 3
split_gain=3.64719e+11 5.85087e+12 1.11045e+13 1.13844e+13 1.39973e+13 1.46897e+13 1.72667e+13 1.12286e+13 1.26094e+13 1.3901e+13 9.40293e+12 1.18816e+13 8.59723e+12 8.31364e+12 7.9306e+12 8.4134e+12 7.37219e+12 7.65212e+12 7.3661e+12 1.26976e+13 2.66119e+13 1.13298e+13 9.76859e+12 2.16283e+13 1.62621e+13 8.8723e+12 1.14123e+13 2.69526e+13 3.24492e+13 1.21691e+13
threshold=41.505000000000003 37.971176850000006 37.998366300000008 32.355000000000011 55.695992150000002 1.5000000000000002 7.5000000000000009 55.727011600000004 39.995000000000012 36.005000000000003 19.500000000000004 1.0000000180025095e-35 55.099723300000008 1.5000000000000002 1.5000000000000002 55.812836050000008 26.005000000000006 9.5000000000000018 1.5000000000000002 40.005000000000003 17.500000000000004 5.5000000000000009 82.95335685000002 82.837870700000011 25.500000000000004 41.365000000000002 40.905000000000008 43.642715500000008 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 -5 13 9 -9 16 -12 -7 -6 15 -10 17 -3 -4 -20 25 -22 23 -23 -25 26 27 28 -21 -30
right_child=-2 2 18 4 7 12 -8 8 14 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-282.44533514759496 -21.282271064606899 5145.1100750990317 -277.83311575616091 49990.661635561344 -27622.247824293569 -4619.696449542198 -40739.341761552525 -6065.2810523611888 -39987.735903284673 9520.3832134532822 -6054.2105166153169 41857.486496179394 21150.200641712716 11187.066820257483 -5203.2140322221021 20169.565311976843 11384.882181328083 -34004.147209821429 178.4943116562045 155014.93702233359 3556.4189714490112 -3989.1356518964831 6651.0427594481189 -22776.792278067907 30817.249833984377 7027.778713546224 1179.2662768533169 4034.1963610126222 38886.629591878256 -45366.838828125008
leaf_weight=410343 2810827 142 308494 27 248 157 94 875 137 1654 71 191 738 71 643 28 1160 77 717781 23 1700 4777 589 1004 60 3885 38290 13938 120 20
leaf_count=410343 2810827 142 308494 27 248 157 94 875 137 1654 71 191 738 71 643 28 1160 77 717781 23 1700 4777 589 1004 60 3885 38290 13938 120 20
internal_value=0 39.6864 160.183 4342.12 1825.37 12208.5 -20493.8 -1060.09 653.388 4127.95 11507.4 28873.8 16629.7 -18984.4 -10221.8 -29779.2 8207.94 -8619.7 135.978 299.185 1644.23 -3703.76 -5623.25 -6860.98 -19754.6 2416.84 2074.92 4506.99 44935 26850.4
internal_weight=0 1.50734e+06 1.09699e+06 6313 4672 1016 121 3656 3337 2529 1641 262 895 319 808 165 1379 219 1.09068e+06 782187 64406 8130 6430 5841 1064 56276 52391 14101 163 140
internal_count=4318164 1507337 1096994 6313 4672 1016 121 3656 3337 2529 1641 262 895 319 808 165 1379 219 1090681 782187 64406 8130 6430 5841 1064 56276 52391 14101 163 140
is_linear=0
shrinkage=0.1


Tree=4075
num_leaves=31
num_cat=0
split_feature=3 3 1 4 5 5 5 0 5 0 5 1 5 2 0 1 1 0 5 1 0 0 1 1 0 1 6 0 6 5
split_gain=4.34366e+11 5.22914e+12 2.98504e+13 3.89266e+13 5.32198e+13 3.79554e+13 8.8392e+13 5.13333e+13 5.75964e+13 4.36212e+13 4.31564e+13 3.63508e+13 2.42987e+13 2.36876e+13 3.58375e+13 4.30984e+13 3.38823e+13 2.71755e+13 2.48521e+13 2.34969e+13 4.89942e+13 4.42691e+13 3.27131e+13 3.12832e+13 3.07839e+13 7.1455e+13 7.85549e+13 6.80893e+13 6.43161e+13 6.20373e+13
threshold=14.500000000000002 13.500000000000002 30.315880100000005 2.5000000000000004 68.00500000000001 83.010000000000005 70.50500000000001 59.990816400000007 81.910000000000011 59.950068600000009 84.030000000000015 30.226173900000003 65.50500000000001 9.5000000000000018 59.916647550000008 30.346469350000003 30.425002000000003 59.846652800000008 56.505000000000003 37.712318250000003 55.576287050000012 50.565831500000009 36.761894450000007 37.314272700000011 55.751981950000008 37.436176200000013 1.5000000000000002 55.657530000000008 1.5000000000000002 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 12 8 9 -8 -7 -6 -5 -4 15 17 -17 -15 -16 20 21 23 -23 -18 25 27 -27 28 -22 -26
right_child=-2 2 13 5 11 10 7 -9 -10 -11 -12 -13 -14 14 18 16 19 -19 -20 -21 24 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=5.0870551673449 48.234250730962124 7758.6164381731469 -2113.6508879756475 -26391.059384310451 13314.700565592448 146398.45067471592 -46099.261427832855 17680.357401097073 -226176.60075520832 -174533.78147977943 3007.7281642349335 76269.314765431613 33267.340798498088 -48551.281015625005 -2719.3036333588593 -35562.070147630344 49782.005895589857 63154.670156481145 -24819.156190437119 123.0443295315736 100114.82005392323 -32608.103877725152 -4116.608107841178 2656.3889929774068 4583.4173140521179 71092.61103690062 18084.79933955165 -14344.546019320909 8115.0263738359718 128204.03252667683
leaf_weight=2902122 1303445 3418 70363 118 168 22 119 47 30 34 457 202 162 25 1259 245 231 169 854 24999 115 487 2336 361 4108 433 789 781 224 41
leaf_count=2902122 1303445 3418 70363 118 168 22 119 47 30 34 457 202 162 25 1259 245 231 169 854 24999 115 487 2336 361 4108 433 789 781 224 41
internal_value=0 -20.8546 -689.485 7045.93 11658.5 -10620.6 -29606.1 -75540.4 -99482.3 -74640.3 9593.52 47684.5 8125.59 -1032.21 999.291 1755.59 1496.17 48759.6 -11651.3 1756.28 5877.95 -3817.85 -9031.72 21044.9 10979 20145.1 36867.4 1899.89 39324.4 5805.02
internal_weight=0 3.01472e+06 112597 4777 3788 989 510 230 183 153 479 370 280 107820 37457 35344 35150 194 2113 34905 9906 3415 2823 592 6491 2342 1222 1120 339 4149
internal_count=4318164 3014719 112597 4777 3788 989 510 230 183 153 479 370 280 107820 37457 35344 35150 194 2113 34905 9906 3415 2823 592 6491 2342 1222 1120 339 4149
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=31
num_cat=0
split_feature=3 0 0 0 2 5 6 1 5 1 4 3 5 1 4 1 1 1 0 0 1 1 5 5 0 5 5 1 3 1
split_gain=4.05204e+11 4.24627e+12 3.02261e+13 1.83376e+13 1.6536e+13 1.60996e+13 1.51663e+13 2.60365e+13 1.59917e+13 2.36574e+13 6.10276e+13 4.79565e+13 1.91926e+13 2.22791e+13 1.85566e+13 5.88542e+13 1.47721e+13 1.45743e+13 1.40094e+13 1.40087e+13 1.39923e+13 2.01814e+13 2.82923e+13 1.63405e+13 1.35586e+13 1.3979e+13 1.64939e+13 1.28952e+13 3.81169e+13 2.88876e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 47.228519500000004 2.5000000000000004 104.75000000000001 1.5000000000000002 37.314272700000011 116.06000000000002 38.975980350000007 3.5000000000000004 10.500000000000002 128.92000000000004 38.950530550000003 3.5000000000000004 41.950906500000009 37.777459000000007 39.666208800000007 44.678200800000006 45.040161900000008 39.718803500000007 39.714575750000009 45.985000000000007 114.05000000000001 45.254062050000009 109.05000000000001 99.555000000000021 39.714575750000009 13.500000000000002 39.718803500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 27 6 -4 16 -8 20 10 11 -10 13 -13 19 -16 18 -7 -2 -11 21 23 -23 -9 -6 26 -26 -3 -29 -30
right_child=1 3 5 -5 24 17 7 8 9 14 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-33.93807947856849 -40353.525748697924 5458.2764101657904 -5314.0839757227441 48.505974750114525 -416.75783840731197 -20472.630475260419 31347.981634170163 1289.3893024651154 218766.24713541666 -3718.6851806640625 -41556.694519042969 86459.271022727276 114063.74540441176 -54300.766032608692 -4959.5892899525315 179977.77855113638 8530.4746910329904 -107846.31676897321 -905.82938196214582 -75358.189888392852 -5306.9197831760393 -1989.1755126953126 112678.41053685898 -57753.859142287241 15070.261987304708 -44254.050842927631 105361.53898809524 18280.195915631139 -7145.1596022608983 3976.6689006111105
leaf_weight=1938624 102 10660 10065 2056365 263134 60 278 17377 24 124 48 22 34 23 79 22 5299 28 767 35 3824 48 39 47 553 38 21 1082 4639 4703
leaf_count=1938624 102 10660 10065 2056365 263134 60 278 17377 24 124 48 22 34 23 79 22 5299 28 767 35 3824 48 39 47 553 38 21 1082 4639 4703
internal_value=0 27.6495 -322.661 78.5898 -136.121 -5686.43 2165.85 938.404 549.649 20087.8 51569.7 94968.4 57358.9 14515.3 1804.04 35323.8 6548.66 -48273.3 -5536.05 -19488.4 173.265 1370.01 49413.5 1130.12 -382.18 14485 18373.6 3012.72 511.805 -1546.15
internal_weight=0 2.37954e+06 302091 2.07745e+06 291938 10153 28192 22024 21746 411 151 103 79 45 260 101 6168 88 869 159 21335 17511 87 17424 263746 612 574 21084 10424 9342
internal_count=4318164 2379540 302091 2077449 291938 10153 28192 22024 21746 411 151 103 79 45 260 101 6168 88 869 159 21335 17511 87 17424 263746 612 574 21084 10424 9342
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=31
num_cat=0
split_feature=2 3 5 0 5 4 5 1 0 5 1 0 4 0 0 6 1 0 0 5 0 4 1 1 1 4 0 1 0 4
split_gain=3.64695e+11 3.45116e+12 8.17802e+12 1.47576e+13 1.2122e+13 1.95252e+13 1.46951e+13 2.39986e+13 2.38218e+13 1.30803e+13 3.01793e+13 1.74786e+13 2.06912e+13 5.91948e+13 2.07338e+13 1.70115e+13 1.63311e+13 1.46451e+13 1.49107e+13 3.41963e+13 3.75282e+13 2.52693e+13 2.64553e+13 2.86569e+13 2.41718e+13 2.05302e+13 1.88118e+13 2.99502e+13 3.16851e+13 2.98114e+13
threshold=5.5000000000000009 7.5000000000000009 79.730000000000018 60.693675950000006 84.030000000000015 1.0000000180025095e-35 87.00500000000001 30.315880100000005 59.904813200000007 91.050000000000011 30.323743050000001 43.642715500000008 2.5000000000000004 55.924336300000007 50.973130900000008 1.5000000000000002 43.808567100000012 60.042666650000008 55.349623500000007 105.35000000000001 44.893607100000004 2.5000000000000004 30.362552800000003 47.981192400000005 39.027779200000005 3.5000000000000004 55.924336300000007 49.201680550000006 55.793358600000012 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 -9 10 -8 16 13 -13 -14 -16 -12 18 19 20 25 22 -20 -24 -22 -11 27 28 -23 -30
right_child=1 -3 3 -5 5 6 9 8 -10 17 11 12 14 -15 15 -17 -18 -19 21 -21 24 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-25.018029588155049 -237.94011666874181 50.349044065358996 -14384.215765500017 -47844.787901893033 -77175.193887867659 90846.064528245188 -89781.813657134437 14175.524267210076 -97670.118710937502 -20763.390991462627 -136020.17523437503 -11329.119809322036 33461.361721622248 177800.16983695654 54180.590753728698 -38308.926032850482 -14784.933466186523 73866.096754807688 -151032.33627717392 -5787.1853084017312 62935.51618125345 8720.3821217105269 29640.075481135675 -87886.862816220251 14165.460828963573 81168.856902521307 1991.3621541168732 -140955.19122023811 -96835.414604166668 -3524.9922200520837
leaf_weight=2480138 21413 1811470 922 78 34 39 53 398 20 194 20 59 68 23 22 207 25 26 23 1123 227 190 41 42 184 22 944 21 75 63
leaf_count=2480138 21413 1811470 922 78 34 39 53 398 20 194 20 59 68 23 22 207 25 26 23 1123 227 190 41 42 184 22 944 21 75 63
internal_value=0 33.758 -1097.97 -4678.71 -4013.96 -1706.12 -1081.65 15823.7 8824.06 -3197.14 -18637.5 -9744.44 -2748.33 41719.3 -15025.6 -29423.5 -68667.3 -877.445 -1494.57 4657.95 23365.9 -9190.72 -56129.7 -29831.4 41101.7 -10381.4 -5342.67 -25180.3 -17767.9 -54237.2
internal_weight=0 1.83803e+06 26556 5143 5065 4143 4109 457 418 3652 477 424 379 82 297 229 45 3175 3149 1750 627 1399 106 83 411 216 1293 349 328 138
internal_count=4318164 1838026 26556 5143 5065 4143 4109 457 418 3652 477 424 379 82 297 229 45 3175 3149 1750 627 1399 106 83 411 216 1293 349 328 138
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=31
num_cat=0
split_feature=1 5 5 2 2 3 3 4 4 3 2 2 2 4 2 3 2 0 0 5 0 2 3 4 4 5 5 5 5 1
split_gain=3.65357e+11 4.05139e+12 1.84269e+13 1.81684e+13 2.36658e+13 1.5555e+13 1.84937e+13 2.48989e+13 2.9138e+13 2.0984e+13 1.70763e+13 4.33928e+13 1.30632e+13 1.24771e+13 8.12399e+12 7.65271e+12 9.7989e+12 5.90497e+12 5.8837e+12 5.43112e+12 1.45481e+13 1.76235e+13 1.62884e+13 1.60244e+13 1.58676e+13 1.52619e+13 1.03073e+13 1.00925e+13 7.74566e+12 6.34992e+13
threshold=30.305955500000003 177.02500000000003 161.85000000000002 3.5000000000000004 5.5000000000000009 6.5000000000000009 5.5000000000000009 4.5000000000000009 5.5000000000000009 4.5000000000000009 8.5000000000000018 3.5000000000000004 3.5000000000000004 5.5000000000000009 9.5000000000000018 12.500000000000002 2.5000000000000004 59.609407350000005 59.834458500000004 128.92000000000004 60.017447350000005 10.500000000000002 18.500000000000004 3.5000000000000004 3.5000000000000004 137.05000000000004 142.05000000000004 142.05000000000004 132.05000000000004 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 15 17 6 7 12 9 -9 11 -7 -3 -8 -6 16 18 -5 -4 -1 21 22 28 -23 26 -26 -22 -25 29 -21
right_child=-2 5 3 4 14 10 13 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 24 23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-173.8585727968885 5.9427992424631846 14998.93572520387 -10312.893750000001 -120399.26691028227 -33471.668024553575 27720.582006048389 119438.88312500001 -14382.179890625002 67333.607183159722 -122507.62167968751 30858.256798986487 -140986.05194010417 94229.526521381587 17470.333222656249 21283.601679687501 57693.146712239592 -45270.947835726351 -63417.964217862223 57011.88625000001 -3312.3777404245029 -111256.6193638393 33338.191105769234 71899.593241279072 -32321.619769021741 52195.706729403413 -40761.777273077721 -18577.583979724703 -114671.66647727274 5207.7770575493578 101836.81280438312
leaf_weight=170790 4145141 46 27 31 84 31 30 50 27 28 37 30 38 20 40 24 37 44 25 226 28 26 43 46 33 38 21 22 1024 77
leaf_count=170790 4145141 46 27 31 84 31 30 50 27 28 37 30 38 20 40 24 37 44 25 226 28 26 43 46 33 38 21 22 1024 77
internal_value=0 -142.373 -163.749 -24444.2 -42628.4 10811.4 24568.7 10261.2 -22203 -53196.4 -22739.7 -55249.9 50841.3 78651.5 -15808.7 7579.29 -5934.56 -86970.2 22054.8 -119.801 5708.78 8452.53 11326.5 -33433.8 -27765 2443.81 -71537 -58964.3 9363.68 23408.7
internal_weight=0 173023 172686 312 199 337 239 189 105 78 98 61 84 50 124 113 89 75 52 172374 1584 1464 1370 94 120 71 49 68 1327 303
internal_count=4318164 173023 172686 312 199 337 239 189 105 78 98 61 84 50 124 113 89 75 52 172374 1584 1464 1370 94 120 71 49 68 1327 303
is_linear=0
shrinkage=0.1


Tree=4079
num_leaves=31
num_cat=0
split_feature=0 1 3 5 0 3 3 5 6 1 4 5 5 2 5 3 5 5 1 3 5 5 2 3 5 5 3 1 3 1
split_gain=3.55864e+11 6.92e+12 1.29402e+13 1.40415e+13 5.98973e+12 1.25044e+13 6.69176e+13 5.94841e+13 3.35523e+13 4.8581e+13 3.02903e+13 3.03227e+13 2.38577e+13 2.05168e+13 1.86701e+13 1.73393e+13 1.91843e+13 3.02618e+13 1.68878e+13 1.61107e+13 3.03466e+13 1.51597e+13 1.38426e+13 1.48751e+13 2.50738e+13 9.42805e+13 2.03747e+13 3.07515e+13 2.90772e+13 6.65129e+13
threshold=44.039893800000009 39.262370300000008 3.5000000000000004 43.605000000000011 43.642715500000008 10.500000000000002 9.5000000000000018 78.010000000000005 1.5000000000000002 39.666208800000007 1.5000000000000002 57.995000000000012 96.015000000000015 1.5000000000000002 26.005000000000006 17.500000000000004 46.810000000000009 75.750000000000014 43.048525950000005 16.500000000000004 38.905000000000008 74.610000000000014 1.5000000000000002 3.5000000000000004 110.05000000000001 96.015000000000015 5.5000000000000009 44.083877800000003 8.5000000000000018 39.630124250000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 22 8 9 -8 -10 -12 -9 -7 -15 18 -17 -18 19 -16 -21 -20 -6 24 25 -24 27 -25 29 -28
right_child=-2 4 -4 -5 5 13 7 12 10 -11 11 -13 -14 14 15 16 17 -19 21 20 -22 -23 23 26 -26 -27 28 -29 -30 -31
leaf_value=-26801.253322120727 -4.7460463607489611 -99.112092724459075 -44497.086062088019 83748.59572265626 -3849.3801723437218 40244.517876683291 211803.15354959239 225436.17294497282 -23290.347411221592 10421.4701953125 94841.938503800586 -1796.1069723462301 79774.399147727279 63099.631725084459 -10539.661714874919 -7728.7362711588548 125886.14729817708 -1257.541356169872 46786.24000325521 -11588.562729220921 -87800.2199933308 -14312.249677998312 11285.820264131977 -3185.4346274876116 -59073.020443400928 182243.1087594697 60552.846283434861 20409.671189792993 -2421.6087288939848 8572.3830609176021
leaf_weight=27 4203278 97915 90 20 3193 95 23 23 110 25 67 63 22 37 1453 96 36 39 90 144 82 74 1436 5939 47 33 295 609 1316 1487
leaf_count=27 4203278 97915 90 20 3193 95 23 23 110 25 67 63 22 37 1453 96 36 39 90 144 82 74 1436 5939 47 33 295 609 1316 1487
internal_value=0 173.641 -22287.6 20241.2 200.458 1942.91 2984.68 47301.5 30594.9 106917 15330.5 48009.7 154224 -5187.34 -7291.69 -8584.88 21876.6 59771.4 -11411.2 -14402.9 -39240.6 19217.4 1956.64 3617.51 12825.9 15126.2 2170.29 -990.96 8851.96 17177.5
internal_weight=0 114886 137 47 114749 16834 14688 333 288 48 240 130 45 2146 2051 2014 171 75 1843 1679 226 164 14355 11162 1516 1469 9646 6548 3098 1782
internal_count=4318164 114886 137 47 114749 16834 14688 333 288 48 240 130 45 2146 2051 2014 171 75 1843 1679 226 164 14355 11162 1516 1469 9646 6548 3098 1782
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=31
num_cat=0
split_feature=0 1 3 2 5 3 2 3 5 2 1 3 1 5 5 5 2 5 1 5 5 5 5 5 5 2 5 3 3 5
split_gain=3.65385e+11 2.54747e+12 1.78545e+13 3.03863e+13 4.3602e+13 3.57987e+13 2.62404e+13 2.3468e+13 7.44375e+13 8.77758e+13 3.44765e+13 2.72053e+13 3.99198e+13 3.71907e+13 9.41599e+13 3.93471e+13 7.07476e+13 3.26757e+13 2.64347e+13 2.43431e+13 2.30546e+13 3.30042e+13 2.97765e+13 3.17472e+13 7.83161e+13 4.18371e+13 3.30253e+13 3.06436e+13 3.48933e+13 3.00141e+13
threshold=43.465905150000005 39.969502550000009 11.500000000000002 6.5000000000000009 85.91500000000002 7.5000000000000009 7.5000000000000009 8.5000000000000018 67.990000000000023 4.5000000000000009 39.925119750000007 6.5000000000000009 39.925119750000007 98.020000000000024 89.00500000000001 47.815000000000005 5.5000000000000009 109.05000000000001 39.925119750000007 101.05000000000001 125.85000000000001 86.02500000000002 47.415000000000006 65.045000000000016 59.810000000000009 4.5000000000000009 52.020000000000003 3.5000000000000004 4.5000000000000009 44.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 11 -9 10 -10 12 17 14 15 -13 -17 19 -11 -1 21 22 29 24 25 26 -24 -26 -29 -14
right_child=-2 -3 -4 4 6 -7 -8 8 9 18 -12 13 20 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=-6142.4999397064885 -3.078604885320734 -53.898896196125492 -8262.2431508194768 110040.91075589364 -112616.27632575757 26308.841969666777 4784.1360069444445 1117.263011908092 77909.966267755692 -67270.257092927626 192052.61768535539 -2104.1771760426923 9445.6789837517772 -138095.20738932292 183562.26261393231 -67372.672313740302 42820.438956925675 -88524.437744140625 52310.069618055561 104740.52078125 91847.81263020834 -49538.3429522847 37224.661675347226 -3640.831876874211 199016.74647177418 120986.10903834294 -25100.322278733223 -32793.255107421879 116514.88233506946 -44844.226128765491
leaf_weight=1971 4270332 39763 1425 57 33 490 45 597 55 38 51 635 1233 24 24 274 74 48 36 20 36 86 198 198 31 38 149 20 72 111
leaf_count=1971 4270332 39763 1425 57 33 490 45 597 55 38 51 635 1233 24 24 274 74 48 36 20 36 86 198 198 31 38 149 20 72 111
internal_value=0 274.851 1894.89 4073.38 25060.2 35034.1 -44885.3 1894.16 18112.8 74481.2 132828 -509.86 3054.77 -15069.2 -12137.1 -16915.1 -43940.8 -6994.23 -9096.04 -5028.66 12488.4 11150.9 13696.9 30325.6 43564.4 21371.4 10462.6 113030 84056.6 4961.91
internal_weight=0 47832 8069 6644 625 547 78 6019 777 180 106 5242 4211 1031 1007 983 348 2039 74 1991 2172 2136 2050 706 508 385 347 123 92 1344
internal_count=4318164 47832 8069 6644 625 547 78 6019 777 180 106 5242 4211 1031 1007 983 348 2039 74 1991 2172 2136 2050 706 508 385 347 123 92 1344
is_linear=0
shrinkage=0.1


Tree=4081
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 3 5 5 5 3 4 1 5 4 5 6 2 2 2 5 5 5 3 2 2 5 2 2
split_gain=3.6514e+11 8.06493e+12 4.52589e+13 4.26055e+13 3.35212e+13 3.60361e+13 8.7971e+13 4.45565e+13 3.16879e+13 3.05344e+13 6.0656e+13 5.26523e+13 3.82395e+13 3.24285e+13 2.90212e+13 4.74518e+13 4.80018e+13 3.54047e+13 3.1594e+13 3.99051e+13 3.50705e+13 2.57566e+13 2.45887e+13 2.28061e+13 3.71206e+13 1.92667e+13 2.79386e+13 2.2099e+13 3.00819e+13 3.45827e+13
threshold=56.838612000000005 60.601268000000012 60.528664650000003 56.852744000000008 56.895161300000005 60.611165000000007 56.863241500000008 8.5000000000000018 73.010000000000005 51.015000000000008 50.805000000000007 24.500000000000004 1.5000000000000002 60.58031445000001 96.015000000000015 2.5000000000000004 90.015000000000015 1.5000000000000002 7.5000000000000009 2.5000000000000004 9.5000000000000018 36.005000000000003 48.510000000000012 105.35000000000001 11.500000000000002 12.500000000000002 15.500000000000002 96.015000000000015 5.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 6 7 8 -3 10 22 -12 -11 14 15 -14 -17 -16 19 -19 -20 -5 -4 -21 -25 27 -27 -15 -29 -30
right_child=1 4 3 21 -6 -7 -8 -9 -10 12 11 -13 13 25 17 16 -18 18 20 23 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-14.072309616404732 54.866025425762977 26444.324686305616 -4329.4826510996982 531.58892965789266 178.09145882781996 2599.4396836964743 1401.4443729365867 50393.144988118984 -29613.261161448547 67693.53996293676 886.67767333984375 -183091.27695312502 18423.895156438837 36068.144792487714 94396.89876708985 -17687.620485540025 -115048.9356411638 -42688.072142857149 -139572.16362304689 15429.622800925928 3458.6344140625001 -8516.6851765305746 56031.186287434903 40326.380468750001 224027.11590909094 139328.9900337838 24704.932968749999 46790.100339084202 -97947.349646226416 35021.640826612907
leaf_weight=3498781 635354 417 1077 4057 144588 14991 2112 747 133 127 28 35 362 337 64 399 58 35 24 27 60 14010 72 22 22 37 50 54 53 31
leaf_count=3498781 635354 417 1077 4057 144588 14991 2112 747 133 127 28 35 362 337 64 399 58 35 24 27 60 14010 72 22 22 37 50 54 53 31
internal_value=0 60.089 -96.2445 -4659.18 689.685 4709.81 13990.1 34489.1 12888.6 6431.86 -5785.46 -101323 14835.6 10729.8 537.496 -8621.18 -30044.2 30068.8 8400.42 44700.9 -37407.3 -6484.87 -547.091 87780 132177 30189.5 73453.1 22265.5 -11441.1 -48875.5
internal_weight=0 819383 656395 21041 162988 18400 3409 1297 550 2974 1212 63 1762 1635 1073 819 457 254 190 106 84 18067 1149 71 44 562 87 475 138 84
internal_count=4318164 819383 656395 21041 162988 18400 3409 1297 550 2974 1212 63 1762 1635 1073 819 457 254 190 106 84 18067 1149 71 44 562 87 475 138 84
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=31
num_cat=0
split_feature=5 1 1 0 6 0 2 5 5 5 6 0 0 0 2 5 2 3 5 3 2 5 3 5 1 0 2 5 5 6
split_gain=3.62505e+11 3.22098e+12 1.01107e+13 4.83605e+13 4.91354e+13 3.38793e+13 3.34302e+13 1.95386e+13 1.90271e+13 1.54302e+13 1.09008e+13 2.42865e+13 1.86221e+13 2.47408e+13 1.68303e+13 1.40278e+13 2.47109e+13 1.35002e+13 1.35171e+13 1.24176e+13 1.07695e+13 1.19801e+13 1.0582e+13 9.23008e+12 9.20733e+12 4.17047e+13 2.88312e+13 3.45388e+13 5.67177e+13 3.60241e+13
threshold=98.020000000000024 44.083877800000003 45.148007750000012 53.204054050000003 1.5000000000000002 56.143542450000005 11.500000000000002 109.05000000000001 123.15000000000002 110.05000000000001 1.5000000000000002 43.465905150000005 47.425481600000005 43.056445700000005 10.500000000000002 125.85000000000001 5.5000000000000009 15.500000000000002 105.35000000000001 3.5000000000000004 7.5000000000000009 125.85000000000001 11.500000000000002 123.15000000000002 44.005491150000005 56.338501050000012 12.500000000000002 109.05000000000001 110.05000000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 10 6 7 -5 -6 9 22 11 -3 13 19 15 17 -17 18 -14 -12 -21 -22 -7 -16 -2 26 27 -26 -29 -30
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 12 -13 14 -15 23 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=5.2148535538357361 153.87788102299865 -3240.1402716697712 -476.28718590194933 -33427.342113281251 -76715.562558962265 5867.3678658150347 137719.484375 -171411.08623310813 39646.931600387012 -116083.04716965249 63558.742567845402 -64327.988470338518 47472.30735584606 -38765.734334845292 17935.942333984374 34312.858376736112 159961.32929687502 73668.586664913862 -24761.047011408733 -4926.1473280579085 1685.2609975961541 103235.73787202382 -80509.104076086951 -53922.831652462126 -26643.357423431276 -107365.13869791667 49201.254118114412 136997.33488175677 97470.465154474427 3960.6778154659123
leaf_weight=4182669 70110 453 62632 25 53 37 21 37 27 29 38 76 44 152 39 45 24 39 63 262 26 21 23 33 251 30 177 37 44 647
leaf_count=4182669 70110 453 62632 25 53 37 21 37 27 29 38 76 44 152 39 45 24 39 63 262 26 21 23 33 251 30 177 37 44 647
internal_value=0 -160.98 -674.788 -8608.75 -48739.2 -69605.3 44704.9 -115646 -33884.1 -56191.3 -918.361 -12016.5 6550.98 -5122.33 26847.1 40860.7 78016.7 23300.8 4942.39 9614.84 2980.96 47058.9 -27243.6 -14999.3 301.682 9039.08 12059.9 5344.92 16373.8 9914.99
internal_weight=0 135495 64199 1567 252 206 46 90 116 89 1315 529 786 499 287 215 69 146 107 347 309 47 60 72 71296 1186 1156 979 728 691
internal_count=4318164 135495 64199 1567 252 206 46 90 116 89 1315 529 786 499 287 215 69 146 107 347 309 47 60 72 71296 1186 1156 979 728 691
is_linear=0
shrinkage=0.1


Tree=4083
num_leaves=31
num_cat=0
split_feature=3 0 6 1 5 3 1 3 5 2 5 1 4 5 2 5 2 2 2 5 2 5 1 1 5 2 0 0 6 6
split_gain=3.39316e+11 3.29578e+12 1.04621e+13 2.55955e+13 1.84031e+13 1.83193e+13 1.31112e+13 1.13455e+13 1.73353e+13 7.14854e+12 6.8652e+12 7.41585e+12 1.12892e+13 7.65984e+12 1.18465e+13 6.58809e+12 7.63889e+12 3.4849e+12 3.39504e+12 1.43495e+13 4.43292e+13 6.89587e+13 8.12921e+13 3.13911e+13 3.1304e+13 2.60576e+13 3.27764e+13 4.36456e+13 2.82293e+13 2.59064e+13
threshold=19.500000000000004 43.514103700000014 1.5000000000000002 39.925119750000007 34.920000000000009 21.500000000000004 39.899261850000009 20.500000000000004 60.310000000000009 11.500000000000002 50.805000000000007 45.148007750000012 1.5000000000000002 87.395000000000024 12.500000000000002 66.990000000000023 10.500000000000002 8.5000000000000018 9.5000000000000018 116.06000000000002 11.500000000000002 118.33500000000002 38.996948700000011 50.158868250000005 105.35000000000001 14.500000000000002 55.74310830000001 55.885524800000006 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -6 9 -9 17 12 -12 -14 -15 16 -8 -5 -3 24 21 22 -21 -23 -20 26 28 29 -26 -28
right_child=1 18 3 10 7 -7 15 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 19 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=10.231223116326737 77465.299988839295 267.20355819778331 18130.159924768519 10006.031818181818 -15776.410514322917 -68616.496949218752 -6933.0862748579548 -95288.370781250007 -151598.07706653228 -11751.933723958333 -59372.429971590907 -58377.52350543478 55070.644932432442 -50555.952644230769 51813.867753906256 -30964.106298828126 52689.840408761163 65676.631453804352 -248.01383943525713 270850.51181250002 1793.0156956151841 4426.782027483644 31788.183629261366 61532.283006321573 -7750.469275173612 -3512.5333960711905 5090.6661155007105 -20718.963956029173 -51346.530092762267 86934.771778759066
leaf_weight=3810546 35 188628 27 22 24 25 44 20 31 21 22 23 37 26 20 32 42 23 309389 25 4913 363 33 131 225 2422 88 421 437 69
leaf_count=3810546 35 188628 27 22 24 25 44 20 31 21 22 23 37 26 20 32 42 23 309389 25 4913 363 33 131 225 2422 88 421 437 69
internal_value=0 -76.8029 -8411.44 -19932.3 -54806.6 10746.8 23714.7 -75320.1 -95168 -52501.4 4862.75 -6948.75 4316.6 21198 -6047.34 7771.75 22185.1 38459.9 -69.013 -268.123 4811.9 31681 134832 19570.1 -356.806 -9548.29 -21337.5 -3938.07 -36529.1 41060.4
internal_weight=0 507618 474 296 123 178 153 96 72 41 173 128 105 83 46 118 86 45 507144 318516 5465 552 58 494 313051 3662 1240 578 662 157
internal_count=4318164 507618 474 296 123 178 153 96 72 41 173 128 105 83 46 118 86 45 507144 318516 5465 552 58 494 313051 3662 1240 578 662 157
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=31
num_cat=0
split_feature=2 3 2 2 1 2 0 1 5 5 1 5 1 0 0 1 4 5 5 5 4 1 0 0 1 0 1 0 1 0
split_gain=3.46246e+11 3.01552e+12 7.34342e+12 8.06962e+12 1.14955e+13 7.79181e+12 1.98995e+13 5.2729e+13 3.7754e+13 6.53239e+13 7.54468e+13 3.5183e+13 2.7506e+13 2.16525e+13 1.77783e+13 2.21814e+13 1.76891e+13 1.47377e+13 1.44559e+13 4.661e+13 3.10652e+13 3.57287e+13 3.14506e+13 2.53646e+13 2.45829e+13 2.13039e+13 2.10849e+13 1.64907e+13 1.56039e+13 1.53727e+13
threshold=5.5000000000000009 7.5000000000000009 11.500000000000002 19.500000000000004 48.712293450000011 6.5000000000000009 44.039893800000009 44.660994650000006 89.00500000000001 54.990000000000002 39.899261850000009 112.04500000000002 39.694727950000008 43.465905150000005 45.112033650000008 37.314272700000011 1.0000000180025095e-35 118.33500000000002 74.010000000000005 100.05000000000001 2.5000000000000004 30.434657650000002 56.338501050000012 59.863160500000006 36.546174950000008 50.565831500000009 30.323743050000001 59.963407450000012 47.554129950000011 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 8 9 12 -11 -10 -7 -12 15 -8 -14 -9 -16 20 22 23 29 -22 -23 -26 -24 -25 -27 -20
right_child=1 -3 3 -5 -6 6 14 17 11 10 13 -13 16 -15 18 -17 -18 -19 19 -21 21 24 26 27 25 28 -28 -29 -30 -31
leaf_value=-24.377029807187963 -130.43329193810254 48.401658265222608 100632.58921679689 -19791.632608695654 8100.789493534483 120588.19381793479 66630.564003314401 -36445.108852109806 -124970.33187500002 256281.07472098214 133528.07433035714 22987.909791666669 78545.100045211235 22442.676714178859 1078.9690236496369 -16173.720325464405 -9563.4067964736732 50207.694602272735 -11881.345172991072 14887.666400265 -26577.080057565792 75377.11328125 -8183.3056126644733 -162011.74825880985 40675.385245535719 -64442.752900705651 89422.704923349069 -58674.90253057066 -20754.576088330927 -99204.525260416674
leaf_weight=2480138 19921 1811470 25 23 29 23 33 182 25 28 28 45 27 47 3162 1644 146 22 126 412 38 22 38 47 35 155 53 23 173 24
leaf_count=2480138 19921 1811470 25 23 29 23 33 182 25 28 28 45 27 47 3162 1644 146 22 126 412 38 22 38 47 35 155 53 23 173 24
internal_value=0 32.8931 -1024.99 29812.1 50939.6 -1114.67 -4104.44 13698.4 36253.8 51730.6 116208 -29854.3 17846.9 63914.6 -5808.88 -14544.3 4187.63 -27100.2 -2408.39 -12030.6 -27140 -41523.8 2284.15 -92351.9 -27265.5 -33486.3 48664.2 -128058 -41399.9 -25853.1
internal_weight=0 1.83803e+06 26556 77 54 26479 6558 573 369 299 103 70 196 75 5985 1677 173 204 4308 1146 734 493 241 108 385 363 91 70 328 150
internal_count=4318164 1838026 26556 77 54 26479 6558 573 369 299 103 70 196 75 5985 1677 173 204 4308 1146 734 493 241 108 385 363 91 70 328 150
is_linear=0
shrinkage=0.1


Tree=4085
num_leaves=31
num_cat=0
split_feature=5 6 0 0 1 3 5 1 5 5 5 1 4 0 1 0 3 2 1 1 0 4 0 1 1 3 0 2 3 3
split_gain=3.59043e+11 7.86557e+12 1.08768e+13 1.81073e+13 1.53611e+13 1.73002e+13 1.69562e+13 1.00985e+13 1.69335e+13 2.35366e+13 1.01986e+13 2.85157e+13 1.43354e+13 1.91089e+13 2.15747e+13 1.40446e+13 1.38405e+13 1.39824e+13 1.34449e+13 1.36768e+13 2.30851e+13 2.54865e+13 2.89281e+13 1.80471e+13 1.44903e+13 2.6435e+13 4.16656e+13 8.32396e+13 3.06608e+13 4.74405e+13
threshold=81.910000000000011 1.5000000000000002 47.272352350000006 51.636650050000007 39.666208800000007 6.5000000000000009 100.05000000000001 92.928903050000017 96.015000000000015 92.035000000000011 87.00500000000001 83.003420700000007 3.5000000000000004 56.852744000000008 47.282206100000003 55.751981950000008 22.500000000000004 8.5000000000000018 83.002084650000015 65.659480050000013 55.061033200000004 2.5000000000000004 55.099723300000008 39.188277450000008 30.207352000000004 21.500000000000004 59.755965500000009 5.5000000000000009 9.5000000000000018 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 10 9 -9 11 12 18 14 15 -14 17 -15 19 23 -21 -22 -23 24 25 26 -5 -28 -29 -30
right_child=1 -3 3 7 -6 6 -8 8 -10 -11 -12 -13 13 16 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-8.9863834655961607 2134.2632855498568 420.26513735557813 -42079.029589843754 -920.55037757693322 -17699.783936602238 44795.698902359632 -44087.215902944714 20936.40532770157 -7704.1399082021517 118596.57043805806 -183.24402120442357 -10108.552827239495 -3332.1056705441097 1465.1891016504787 22065.936259949885 -60849.648704618565 80973.92778501159 59587.749449573865 8866.5106555989587 -3529.0209313750051 24147.822855659004 -43277.977719350965 -4001.7599670601494 3472.5037267673733 -3945.9621904978067 -23562.168346512961 -3245.3208658854169 -1666.9391927083334 182775.74580393147 56385.084710800438
leaf_weight=3935898 13671 251156 44 508 1041 123 26 208 188 28 82885 4062 113 111 212 68 54 66 1200 7047 111 455 319 7150 10910 205 162 24 62 57
leaf_count=3935898 13671 251156 44 508 1041 123 26 208 188 28 82885 4062 113 111 212 68 54 66 1200 7047 111 455 319 7150 10910 205 162 24 62 57
internal_value=0 92.5258 -535.296 -846.057 -12895.7 13016.2 29285.9 -718.1 14686.6 32523.2 -774.513 -2264.28 -1159.21 13832.8 416.474 -24940.9 36658.1 23138 -1490.84 -1950.99 -5440.83 -20664 -27090.5 -500.033 -2881.29 8528.89 16620.7 45837 101441 122236
internal_weight=0 382266 131110 117439 1234 193 149 116205 424 236 115781 32896 28834 624 393 181 231 177 28210 27010 7932 885 774 19078 11928 1018 813 305 143 119
internal_count=4318164 382266 131110 117439 1234 193 149 116205 424 236 115781 32896 28834 624 393 181 231 177 28210 27010 7932 885 774 19078 11928 1018 813 305 143 119
is_linear=0
shrinkage=0.1


Tree=4086
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 1 0 4 3 3 1 5 2 2 0 3 1 3 0 1 5 3 1 1 1 5 5 3 3 0
split_gain=4.40793e+11 3.67017e+12 6.07789e+13 3.71805e+13 5.30521e+13 2.73907e+13 2.68614e+13 2.55987e+13 2.71292e+13 4.23933e+13 1.67105e+13 1.63619e+13 1.56664e+13 1.55841e+13 1.55083e+13 1.41241e+13 1.31417e+13 1.19405e+13 1.18571e+13 2.44333e+13 4.08698e+13 4.12087e+13 3.46783e+13 3.43685e+13 3.24704e+13 3.83894e+13 2.4873e+13 2.42964e+13 4.12517e+13 2.28016e+13
threshold=96.015000000000015 55.657530000000008 55.645049100000001 37.642309100000013 102.01000000000001 37.328003200000005 55.674875350000008 2.5000000000000004 9.5000000000000018 11.500000000000002 38.058342000000003 97.050000000000011 7.5000000000000009 15.500000000000002 55.664473600000008 21.500000000000004 37.214886200000009 19.500000000000004 55.601678500000013 37.767735350000002 101.05000000000001 6.5000000000000009 38.151577750000008 37.275078000000001 37.944765900000007 118.33500000000002 123.15000000000002 21.500000000000004 11.500000000000002 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 5 -5 -4 7 -3 14 -10 12 -11 -6 16 -9 -15 -13 -7 29 23 -21 22 -22 -20 26 -26 -23 28 -25 -2
right_child=1 6 3 4 10 17 -8 8 9 11 -12 13 -14 15 -16 -17 -18 -19 19 20 21 24 -24 27 25 -27 -28 -29 -30 -31
leaf_value=6.0519460094512825 -56.713506704852378 69104.479827008938 5789.4803296959917 -57797.701401969178 129738.53410714286 120269.66632713609 -555.87861460091005 -40298.704820667619 115354.75951704546 43543.663255208339 11464.699086441533 -113483.35455729168 32930.256445312501 79718.018117559535 -137246.88229166667 -23476.744128078888 -36312.674667514329 60518.885317887936 -58369.766270833337 -96213.865088541672 129322.40556344698 -185136.73839285714 -37553.934023437498 -26996.008935546877 38483.134229076873 -46700.387265625002 -44183.427620967741 -15419.186894158041 61877.906708757269 10631.659401663353
leaf_weight=4168594 81530 28 46 73 35 79 64227 33 22 30 62 24 32 21 33 36 274 58 75 75 33 21 20 75 87 135 31 157 172 2046
leaf_count=4168594 81530 28 46 73 35 79 64227 33 22 30 62 24 32 21 33 36 274 58 75 75 33 21 20 75 87 135 31 157 172 2046
internal_value=0 -168.671 264.004 39906.3 10327.7 72555.8 -735.798 -23801 -29300.7 -19656.6 48879.3 -27371.6 83501.7 -33364.4 -88772.8 14542.4 -42527.8 94973.7 83.2935 -11457.2 -29635.7 -14365.5 66350.2 3799.07 -29978.4 -13317.7 -101107 15340.3 34891.9 204.945
internal_weight=0 149570 84842 385 202 183 64728 501 473 407 129 385 67 355 66 57 298 137 84457 881 402 327 53 479 274 222 52 404 247 83576
internal_count=4318164 149570 84842 385 202 183 64728 501 473 407 129 385 67 355 66 57 298 137 84457 881 402 327 53 479 274 222 52 404 247 83576
is_linear=0
shrinkage=0.1


Tree=4087
num_leaves=31
num_cat=0
split_feature=5 4 2 5 1 1 5 5 0 0 3 1 1 0 1 1 1 2 3 0 1 3 5 0 1 0 5 0 2 4
split_gain=3.96815e+11 5.67948e+12 9.42075e+12 1.2949e+13 1.66587e+13 1.89463e+13 2.4536e+13 1.53167e+13 4.39034e+13 6.05523e+13 2.40702e+13 3.10328e+13 2.01929e+13 1.46305e+13 2.13208e+13 2.50522e+13 1.6083e+13 1.70639e+13 4.05767e+13 1.88413e+13 1.64662e+13 1.98915e+13 1.70223e+13 2.39874e+13 1.63888e+13 1.82859e+13 3.01413e+13 1.65022e+13 1.55724e+13 2.62207e+13
threshold=110.05000000000001 3.5000000000000004 2.5000000000000004 132.05000000000004 20.507360500000004 30.243224600000001 161.85000000000002 137.05000000000004 56.320495600000008 55.784980300000008 9.5000000000000018 39.726951800000002 39.714575750000009 55.025681450000008 30.226173900000003 30.434657650000002 33.101335500000005 1.5000000000000002 10.500000000000002 56.028355650000009 60.08989780000001 6.5000000000000009 125.85000000000001 55.924336300000007 61.463701450000009 57.131524800000008 118.33500000000002 55.099723300000008 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 -5 6 -6 8 9 10 12 -12 -7 -2 -15 28 -17 18 20 -20 21 -18 23 -23 -22 27 -27 -26 29 -16
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 11 -13 -14 14 15 16 17 -19 19 -21 24 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.0143759376590289 -1561.8082157521585 707.71298681853807 -269.89906022055686 -66923.735044642861 19863.656846655871 -50946.281059126428 141008.28735119049 -2783.0051891940047 -25292.095041091721 168339.22121212122 165248.42529687501 7684.8665312500007 25599.774165929641 -44884.108245584241 -38909.101620370369 -97807.00497622283 -3052.174420635517 -19630.101160264683 29624.233260995374 128465.36393229169 94098.303906250003 -99144.690244932441 -120150.14887442754 160.78134077904929 39817.034838867192 143440.89129464288 -25987.545647321429 -46868.569796316966 1468.406892448372 76430.498212756851
leaf_weight=4243743 2615 34622 31764 35 82 44 21 2078 154 33 25 25 159 184 27 23 208 1432 54 30 23 37 29 71 32 21 21 70 429 73
leaf_count=4243743 2615 34622 31764 35 82 44 21 2078 154 33 25 25 159 184 27 23 208 1432 54 30 23 37 29 71 32 21 21 70 429 73
internal_value=0 -228.914 -1043.71 -4102.72 1610.26 2525.44 44563 805.872 17755.2 40934.5 24316.4 86466.6 9008.51 -6923.63 -11996.4 -9650.93 -14655.4 -13712.4 506.126 64924.6 -10062.5 -22539.5 -52126.2 -33860.5 15713.3 3193.51 58726.7 -19673.1 9752.04 45288.8
internal_weight=0 74421 39799 8035 2656 2621 103 2518 440 286 253 50 203 5379 2764 2580 2051 2028 596 84 512 345 137 108 167 144 42 102 529 100
internal_count=4318164 74421 39799 8035 2656 2621 103 2518 440 286 253 50 203 5379 2764 2580 2051 2028 596 84 512 345 137 108 167 144 42 102 529 100
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=31
num_cat=0
split_feature=5 1 1 0 4 4 5 2 0 5 0 3 0 3 2 5 5 0 1 3 2 2 1 1 2 0 0 0 1 0
split_gain=3.81905e+11 6.1631e+12 1.84514e+13 4.14355e+13 3.92826e+13 8.94254e+13 1.10059e+14 4.65531e+13 4.29797e+13 2.2392e+13 2.07172e+13 5.60029e+13 1.84154e+13 1.83751e+13 1.73239e+13 2.90503e+13 1.19308e+13 3.46435e+13 2.52191e+13 5.69808e+13 1.83892e+13 3.78853e+13 4.7307e+13 4.58492e+13 7.36638e+13 3.30911e+13 2.94183e+13 2.62621e+13 3.90534e+13 3.31167e+13
threshold=128.92000000000004 82.902675200000019 82.91993380000001 54.99493995000001 4.5000000000000009 3.5000000000000004 132.05000000000004 10.500000000000002 55.043101600000007 161.85000000000002 55.025681450000008 6.5000000000000009 54.990279300000005 6.5000000000000009 5.5000000000000009 142.05000000000004 132.05000000000004 60.052595500000002 65.58467570000002 7.5000000000000009 3.5000000000000004 2.5000000000000004 37.214886200000009 30.451272450000005 1.5000000000000002 45.029420750000007 45.098908000000009 55.784980300000008 39.630124250000001 56.301440000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 12 5 13 -7 9 -6 10 -8 -12 -3 -5 15 -13 17 18 20 -20 21 22 23 -2 -25 -24 -27 28 -23 -29
right_child=1 2 -4 4 8 6 7 -9 -10 -11 11 14 -14 -15 -16 -17 -18 -19 19 -21 -22 27 25 24 -26 26 -28 29 -30 -31
leaf_value=2.7071801843950185 15601.598006063432 42880.038984375002 -113.61733446872786 -76591.572447916667 -107955.17524594907 260110.48310185189 -2548.0265324519232 -95481.551488095254 -2723.6673856431162 -3540.9370628720239 240555.29957386362 16441.589825994317 150637.42175377157 3267.3386765700125 24032.467307692306 165716.05190429688 -126.97286458378603 -87831.154151348048 107832.37506250001 -51200.61026418586 1813.5636210433074 -96956.29395325204 24688.765448742379 -3064.0453924005683 247832.54187500002 -113526.36292229731 -20017.847297211931 73071.449821360511 -21811.082526330105 -28641.500320392766
leaf_weight=4282675 134 35 5469 30 54 27 26 21 138 42 22 22 29 728 52 32 24606 51 25 228 2631 123 164 22 25 37 371 41 158 146
leaf_count=4282675 134 35 5469 30 54 27 26 21 138 42 22 22 29 728 52 32 24606 51 25 228 2631 123 164 22 25 37 371 41 158 146
internal_value=0 -326.692 2398.21 13318.1 9116.3 17056.2 69710.8 46020.5 -32320 61181.5 78833 95363.5 91707.6 106.696 65229.4 104901 -964.006 -5919.74 -4902.09 -35485.9 -2893.34 -13035.7 851.102 45408.9 130392 -13248.5 -28497.8 -35379.3 -54703.8 -6340.8
internal_weight=0 35489 6727 1258 1194 1002 244 217 192 196 154 128 64 758 106 54 28762 4156 4105 253 3852 1221 753 181 47 572 408 468 281 187
internal_count=4318164 35489 6727 1258 1194 1002 244 217 192 196 154 128 64 758 106 54 28762 4156 4105 253 3852 1221 753 181 47 572 408 468 281 187
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=31
num_cat=0
split_feature=5 6 0 0 4 1 5 3 3 5 4 5 5 5 4 0 1 1 1 1 1 0 3 1 1 4 0 5 3 1
split_gain=3.89943e+11 6.62866e+12 8.80672e+12 1.46693e+13 1.43824e+13 1.69456e+13 1.53111e+13 9.60259e+12 8.5502e+12 1.09382e+13 8.58445e+12 2.13085e+13 2.05152e+13 2.43674e+13 2.84812e+13 2.31662e+13 3.17403e+13 2.06344e+13 1.92242e+13 3.18533e+13 2.98291e+13 6.41488e+13 4.99347e+13 2.90169e+13 2.33553e+13 1.78603e+13 2.79542e+13 2.71851e+13 2.73184e+13 5.10064e+13
threshold=81.910000000000011 1.5000000000000002 47.272352350000006 51.636650050000007 2.5000000000000004 39.666208800000007 100.05000000000001 18.500000000000004 37.500000000000007 96.015000000000015 3.5000000000000004 107.05000000000001 120.05000000000001 125.85000000000001 4.5000000000000009 59.982527000000012 30.259484550000003 30.259484550000003 37.475443250000005 37.362912300000012 39.188277450000008 47.249522000000006 7.5000000000000009 39.767857750000005 48.712293450000011 2.5000000000000004 43.642715500000008 99.555000000000021 11.500000000000002 39.925119750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -4 10 -10 11 25 -12 14 15 16 -14 -17 19 -18 -20 22 -22 -24 -23 -3 27 28 -27 -30
right_child=1 8 3 -5 5 -7 -8 -9 9 -11 12 -13 13 -15 -16 17 18 -19 20 -21 21 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=-9.3650925924343582 1922.2006743834227 -1216.3118853149199 -72617.343407402674 -644.38001578649551 35044.192907627024 -13731.778046963094 -38956.663102678569 -2721.4856142241383 -95916.996428571438 1980.4766953124999 -1894.5368219305847 -1364.4802255287152 -56250.270857484888 701.01207174515139 -10933.32258488078 147068.33755095111 28986.440210590979 38449.133251284249 -18249.884839917977 142234.11643518519 17257.919459635417 -26029.088587068258 79892.99619932432 207864.7744255515 16300.39018231835 -18428.484048377366 2027.0824344535279 6931.9022678868196 21968.205182880469 -44148.174261592743
leaf_weight=3935898 13671 23852 61 116205 139 970 35 29 21 25 42049 37959 62 20261 466 23 310 73 273 27 60 152 37 34 915 1913 121011 1006 472 155
leaf_count=3935898 13671 23852 61 116205 139 970 35 29 21 25 42049 37959 62 20261 466 23 310 73 273 27 60 152 37 34 915 1913 121011 1006 472 155
internal_value=0 96.4251 -479.922 -759.551 -11605.1 -8577.07 20159 -50095.3 397.293 -42711.8 405.19 749.803 -586.822 1836.31 11294.5 16563.1 14103.6 64472.5 16516.2 38059.7 11580.6 18378.4 84419.2 141175 10270.3 1290.58 1770.64 -6980.87 -12491.2 5623.65
internal_weight=0 382266 131110 117439 1234 1144 174 90 251156 46 251110 186368 64742 22693 2432 1966 1870 96 1808 337 1471 1198 131 71 1067 148409 124557 3546 2540 627
internal_count=4318164 382266 131110 117439 1234 1144 174 90 251156 46 251110 186368 64742 22693 2432 1966 1870 96 1808 337 1471 1198 131 71 1067 148409 124557 3546 2540 627
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=31
num_cat=0
split_feature=2 5 3 0 0 6 5 1 1 1 5 5 5 2 2 0 4 1 5 5 0 5 5 5 0 1 5 5 5 5
split_gain=3.83252e+11 1.40555e+12 2.43851e+12 3.90039e+12 4.34285e+12 3.55973e+12 3.14298e+12 2.958e+12 5.20724e+12 2.8024e+12 1.49465e+12 1.86969e+12 1.1879e+12 4.14895e+12 8.14238e+11 1.24681e+12 1.1662e+12 2.60497e+12 2.66113e+12 2.22532e+12 1.92809e+12 1.29752e+12 1.15058e+12 1.57179e+12 1.93053e+12 2.43945e+12 1.00249e+12 1.02177e+12 1.13631e+12 1.06062e+12
threshold=33.500000000000007 78.710000000000022 35.500000000000007 55.860536450000005 55.834684950000003 1.5000000000000002 63.855000000000011 37.516458750000005 37.752451500000006 55.912026600000011 137.05000000000004 114.05000000000001 85.020000000000024 34.500000000000007 32.500000000000007 55.885524800000006 1.5000000000000002 37.436176200000013 52.990000000000002 48.945000000000007 55.719391050000006 42.205000000000005 85.91500000000002 56.205000000000005 55.751981950000008 37.767735350000002 72.010000000000005 58.605000000000011 48.035000000000004 40.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 9 4 5 7 -7 -4 -9 -2 11 12 -3 -14 -1 16 19 -18 -19 20 21 -16 23 -20 25 -25 27 28 29 -17
right_child=1 10 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 15 26 17 18 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.19885682043569 44860.818003845219 -19726.421249999999 10611.276219075522 42643.367122395837 -34123.925755479599 41400.905434438348 -1396.7090087890626 -59939.019429347827 3776.1164331896553 5373.3492643030686 14031.863053385416 -36452.057854959239 -18624.996863213903 40579.315605468757 -3799.1399936018324 -8727.0712022569442 21861.907761817143 -38786.821902901786 16686.768168945313 31145.728414351855 9843.7995261101969 -33336.802177734375 13026.376869419644 14671.168451605903 -31137.386854032189 -21210.374345703127 4219.6283723958331 -34647.276090494794 5232.0560407366074 -36596.769140625001
leaf_weight=4317174 32 30 45 21 36 37 32 23 29 41 30 23 29 20 58 36 29 28 20 27 95 20 28 36 41 40 30 24 28 22
leaf_count=4317174 32 30 45 21 36 37 32 23 29 41 30 23 29 20 58 36 29 28 20 27 95 20 28 36 41 40 30 24 28 22
internal_value=0 2992.26 6819.12 1626.03 -2638.14 4190.1 21552.7 -8160.65 -24405.6 22682.9 -5589.19 -11360.1 -4054.83 5540.03 -0.296612 -3806.39 -1093.46 -6083.1 -10282.1 4445.05 277.889 -11372.9 -5444.92 -9220.08 -13648.6 -4213.85 -11983.9 -16403.1 -11311.7 -19298.3
internal_weight=0 428 296 223 202 166 69 97 52 73 132 102 79 49 4.31774e+06 562 422 222 193 200 173 78 165 137 117 76 140 110 86 58
internal_count=4318164 428 296 223 202 166 69 97 52 73 132 102 79 49 4317736 562 422 222 193 200 173 78 165 137 117 76 140 110 86 58
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=31
num_cat=0
split_feature=5 4 0 5 2 3 0 5 3 1 1 3 2 0 1 3 1 1 0 2 3 0 0 1 2 2 4 3 1 1
split_gain=3.72554e+11 3.51099e+12 4.65535e+12 1.18904e+13 2.24604e+13 4.10891e+13 2.11877e+13 6.6102e+12 1.53023e+13 2.64562e+13 2.37274e+13 2.09549e+13 1.77237e+13 1.55225e+13 1.45413e+13 1.21537e+13 2.53902e+13 1.25489e+13 1.177e+13 1.05248e+13 2.09546e+13 8.42809e+12 7.25565e+12 7.48444e+12 5.89168e+12 5.45278e+12 6.24345e+12 5.67486e+12 1.04978e+13 1.50882e+13
threshold=150.04500000000004 2.5000000000000004 56.281985950000006 225.45000000000002 9.5000000000000018 5.5000000000000009 59.846652800000008 225.45000000000002 5.5000000000000009 39.767857750000005 44.083877800000003 14.500000000000002 10.500000000000002 53.719078300000007 47.854228500000012 3.5000000000000004 39.925119750000007 39.614024000000008 56.054485600000007 6.5000000000000009 13.500000000000002 55.078308950000007 55.899899800000007 37.889331900000009 10.500000000000002 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 82.962740850000003 86.067573200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 8 14 11 -11 -10 -13 -12 15 17 -17 -2 22 21 -21 -15 25 -24 -5 27 -27 -9 -29 -30
right_child=1 -3 3 24 -6 -7 -8 18 9 10 13 12 -14 19 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=1.7691702273901542 66385.108333333337 -1055.9997253042341 -67355.613043478268 6990.6047579520091 42185.817621527778 -154384.08997395833 73377.903437500005 -12857.193820491308 141559.92552490236 -80946.845000000001 -42453.400289351855 -32223.289546130953 86760.699351058473 127270.1915625 55638.459420072119 -134014.13878124999 3504.1984375000002 -41687.539719460234 46684.306284265353 -65647.116852678577 58253.579006410262 40924.272425255411 -82728.889564732148 -3129.6888382523152 -34467.522676809211 37470.632291666669 -20502.331363426827 12969.380162637492 -99202.675892857151 6416.651161595395
leaf_weight=4302555 21 13649 23 350 27 30 20 142 32 25 27 21 31 20 26 25 29 22 57 21 39 26 21 27 38 21 161 619 21 38
leaf_count=4302555 21 13649 23 350 27 30 20 142 32 25 27 21 31 20 26 25 29 22 57 21 39 26 21 27 38 21 161 619 21 38
internal_value=0 -487.664 3470.1 -4994.22 -35741.3 -64563.6 -1898.16 6276.2 17946.5 32543.9 8435.58 77890.6 38709.5 25236.8 -10773.7 -28575 -60161.7 11092.1 2428.28 42478.6 14888.3 78466 25.8105 -37954.3 2930.27 1845.22 -13813.1 5320.61 9127.76 -31176.7
internal_weight=0 15609 1960 488 100 73 43 1472 365 242 158 84 52 133 123 97 54 43 1107 106 60 46 1050 48 388 1002 182 820 678 59
internal_count=4318164 15609 1960 488 100 73 43 1472 365 242 158 84 52 133 123 97 54 43 1107 106 60 46 1050 48 388 1002 182 820 678 59
is_linear=0
shrinkage=0.1


Tree=4092
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 1 3 4 2 5 1 1 3 5 5 3 5 5 5 1 3 3 1 0 1 1 2 3 2
split_gain=3.64388e+11 7.13083e+12 1.6403e+13 2.11098e+13 1.90616e+13 1.41808e+13 2.45781e+14 2.00218e+14 3.74514e+13 4.37358e+13 2.81118e+13 2.48843e+13 1.82721e+13 1.80967e+13 1.78102e+13 1.34029e+13 1.29704e+13 1.1839e+13 8.16202e+12 8.15591e+12 8.05458e+12 7.68292e+12 8.61272e+12 6.76926e+12 6.76359e+12 3.70149e+13 8.54173e+13 3.66673e+13 4.10856e+13 1.1177e+14
threshold=46.672631750000008 45.254062050000009 43.574807850000006 40.810045900000013 18.500000000000004 39.630124250000001 39.666208800000007 3.5000000000000004 1.5000000000000002 2.5000000000000004 54.035000000000004 39.969502550000009 38.422276900000007 8.5000000000000018 100.05000000000001 33.805000000000007 2.5000000000000004 77.715000000000018 90.015000000000015 81.910000000000011 40.247294600000011 2.5000000000000004 1.5000000000000002 38.633372000000001 45.133160800000006 39.007683500000006 39.262370300000008 6.5000000000000009 13.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 5 -4 12 7 -7 15 -10 -11 -8 -3 16 18 -9 -13 -15 19 21 -18 22 -14 -24 -1 -26 27 -27 29 -29
right_child=-2 2 4 -5 -6 6 11 8 9 10 -12 13 14 17 -16 -17 20 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-69.81099975591961 11.921369031521438 -1383.6249415384038 2880.5340180314415 -18780.993330397301 55958.142900815226 1214.6771836635046 -26038.394554723051 134808.24409722222 304109.9146012931 247164.69325000001 118126.61941105771 10834.766825588938 -21836.809593346639 -20975.743764748087 -86100.780163574222 32707.879921874999 4313.4728877674779 -99211.399014136914 41706.224023437506 -50472.228817806608 -6075.6989649514308 -15419.177071206217 -30721.86486998601 2321.9703496284942 -1024.9104661190329 9429.5846250182913 -14598.879019672748 41027.117477101296 25318.431888075789 303195.67531249998
leaf_weight=589733 3695737 3995 3486 872 69 140 467 36 29 25 52 846 230 245 32 20 1068 21 29 53 2477 1553 67 830 11469 2189 1106 87 1181 20
leaf_count=589733 3695737 3995 3486 872 69 140 467 36 29 25 52 846 230 245 32 20 1068 21 29 53 2477 1553 67 830 11469 2189 1106 87 1181 20
internal_value=0 -70.7846 -2112.91 -3749.19 3910.73 -2676.11 1135.14 88802 164495 199442 160022 -4031.8 -5722.19 -1824.99 -11925.7 98343.8 -290.709 -27152.2 -11066.3 -11626.3 -2945.76 -10858.1 -4572.84 -146.187 -14.6838 2010.63 9607.1 17306.8 30694.4 90030.6
internal_weight=0 622427 16642 13087 3555 12215 5426 302 162 106 77 5124 6789 4657 2794 56 4391 266 2762 2733 3545 2680 1127 897 605785 16052 4583 3477 1288 107
internal_count=4318164 622427 16642 13087 3555 12215 5426 302 162 106 77 5124 6789 4657 2794 56 4391 266 2762 2733 3545 2680 1127 897 605785 16052 4583 3477 1288 107
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=31
num_cat=0
split_feature=0 5 0 3 3 3 1 3 2 4 5 1 1 5 5 5 5 4 5 2 3 5 2 3 5 3 5 5 3 4
split_gain=3.6987e+11 2.14524e+12 2.5693e+12 5.24161e+12 3.78741e+12 5.92503e+12 2.48065e+12 1.60964e+13 2.58829e+13 3.43863e+13 3.80792e+13 3.49545e+13 3.44284e+13 2.35002e+13 5.11903e+13 2.4669e+13 2.04264e+13 3.19405e+13 3.77895e+13 2.70245e+13 4.24648e+13 6.35109e+13 6.02455e+13 5.91922e+13 5.17242e+13 2.63307e+13 2.5986e+13 2.32689e+13 3.72454e+13 2.85152e+13
threshold=43.465905150000005 20.010000000000002 43.056445700000005 9.5000000000000018 6.5000000000000009 8.5000000000000018 39.969502550000009 11.500000000000002 7.5000000000000009 1.5000000000000002 34.920000000000009 39.925119750000007 39.925119750000007 86.810000000000016 88.015000000000015 81.910000000000011 85.020000000000024 1.5000000000000002 34.305000000000007 5.5000000000000009 8.5000000000000018 68.52500000000002 4.5000000000000009 6.5000000000000009 47.815000000000005 3.5000000000000004 89.00500000000001 65.905000000000015 4.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 16 10 -10 -12 -11 15 -15 -9 17 18 -3 20 23 -22 -23 25 -25 -19 -18 29 -29 -27
right_child=-2 6 4 -5 5 -7 -8 13 9 12 11 -13 -14 14 -16 -17 26 19 -20 -21 21 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=10638.451710236264 -3.0974435468351582 6942.2998166024427 -15843.185170298795 -35658.976185344829 46079.07309027778 -20803.76556490385 23.746535520826757 -11377.79117509792 17470.961600988052 46187.439169407895 206375.296875 60595.177364309217 -39639.482877250346 172602.35800781252 6485.6837366104128 -96646.37116071429 -83329.274497514212 36439.234632626489 -16066.48159718205 38027.040497361566 11406.312199037266 148202.75554687501 -27017.26201923077 18677.021142578127 -62944.120785724117 6273.9656350161722 -9052.9170740639292 -95575.762956957551 -4129.6396935028843 59970.56192750144
leaf_weight=156 4270332 1609 285 29 27 26 39450 1109 68 95 29 38 92 20 256 35 55 315 1283 342 226 80 26 118 227 1067 328 53 279 109
leaf_count=156 4270332 1609 285 29 27 26 39450 1109 68 95 29 38 92 20 256 35 55 315 1283 342 226 80 26 118 227 1067 328 53 279 109
internal_value=0 276.533 -6092.89 3381.02 -11278.3 13268.6 346.947 1969.32 4094.6 31728.3 70189.1 123694 3962.43 -7667.75 18523.1 -13986.5 2639.95 4133.43 -3265.26 11662.3 8055.58 41360.2 105224 2955.42 -35027.3 10143.6 -19719.2 4650.81 -18728 11250.9
internal_weight=0 47832 523 185 338 53 47309 7859 6439 322 135 67 187 1420 276 1144 6117 5734 2892 2842 2500 332 106 2168 345 1823 383 1508 332 1176
internal_count=4318164 47832 523 185 338 53 47309 7859 6439 322 135 67 187 1420 276 1144 6117 5734 2892 2842 2500 332 106 2168 345 1823 383 1508 332 1176
is_linear=0
shrinkage=0.1


Tree=4094
num_leaves=31
num_cat=0
split_feature=5 6 3 2 1 1 3 0 0 2 0 0 5 1 3 3 0 5 0 2 1 2 0 5 5 5 5 1 3 1
split_gain=3.30289e+11 5.44038e+12 7.85991e+12 4.77004e+13 3.95293e+13 3.04352e+13 6.98609e+13 4.71059e+13 3.62429e+13 3.16719e+13 4.62902e+13 2.81322e+13 3.35974e+13 2.68993e+13 4.35365e+13 4.84644e+13 3.69475e+13 2.75517e+13 2.81194e+13 2.42549e+13 2.33032e+13 2.59622e+13 4.40859e+13 2.78902e+13 2.42398e+13 2.32914e+13 2.35034e+13 2.20189e+13 7.15622e+13 2.30784e+13
threshold=81.910000000000011 1.5000000000000002 17.500000000000004 3.5000000000000004 30.278357500000002 30.323743050000001 18.500000000000004 59.846652800000008 59.853570100000006 18.500000000000004 60.035045000000004 60.029906750000002 97.050000000000011 30.243224600000001 24.500000000000004 22.500000000000004 60.029906750000002 83.010000000000005 59.939091550000008 2.5000000000000004 30.305955500000003 7.5000000000000009 60.003414000000006 105.35000000000001 102.01000000000001 95.020000000000024 101.05000000000001 30.346469350000003 18.500000000000004 49.073956850000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 11 13 6 7 -6 -8 10 20 -4 19 17 15 -15 -17 18 -5 -13 21 24 23 -23 -10 -12 -27 28 -7 -29
right_child=1 2 3 4 5 27 8 -9 9 -11 25 12 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-8.6190236227318255 -433.39491652998362 596.5862816916449 -9348.2922970721247 -1731.2792187499999 -207203.59086277173 142308.14387428979 87736.14064453126 -54211.278624805906 169280.80203125 -59307.128980591922 -12800.580915178572 29364.115868313031 -98061.450097656256 48243.187127685553 98316.796901491864 -135666.65175107759 5208.5407301682699 5180.7747256262828 127779.30109220807 -74791.811783854166 -22049.414314720008 -665.65237630208333 -103216.56144153226 139888.877109375 21578.911953125003 196471.55677734377 55558.982004310346 -2288.9227095210836 9240.7843939012091 3498.8488211897138
leaf_weight=3935898 131110 213409 3983 30 23 44 40 161 20 111 21 59 80 176 94 29 52 1180 38 36 444 48 31 20 25 20 29 19927 496 10530
leaf_count=3935898 131110 213409 3983 30 23 44 40 161 20 111 21 59 80 176 94 29 52 1180 38 36 444 48 31 20 25 20 29 19927 496 10530
internal_value=0 88.7435 361.313 -968.841 281.888 -485.081 -17718.3 -73335.3 -5068.67 -9895.97 -1560.65 -11072.4 -50313.9 15626.1 40082.9 18783.3 -45228.3 8747.59 70642.3 -10105.5 -10712.1 24244.5 -4382.7 40673.9 87224.2 75311.8 113074 66.9904 20083.3 -287.897
internal_weight=0 382266 251156 37747 33589 31990 993 184 809 769 658 4158 175 1599 351 257 81 1248 68 95 588 144 99 68 45 70 49 30997 540 30457
internal_count=4318164 382266 251156 37747 33589 31990 993 184 809 769 658 4158 175 1599 351 257 81 1248 68 95 588 144 99 68 45 70 49 30997 540 30457
is_linear=0
shrinkage=0.1


Tree=4095
num_leaves=31
num_cat=0
split_feature=5 4 1 3 0 0 6 3 5 0 1 1 1 0 0 5 5 1 3 0 2 5 1 1 5 2 0 3 0 2
split_gain=3.76552e+11 2.69004e+12 1.5874e+13 1.53526e+13 1.25948e+13 1.82778e+13 1.34695e+13 2.83205e+13 1.73956e+13 1.52989e+13 1.19963e+13 1.58994e+13 1.1759e+13 2.20237e+13 3.88727e+13 4.51663e+13 3.46893e+13 3.4075e+13 2.67667e+13 2.36142e+13 2.79907e+13 2.26884e+13 1.74877e+13 2.71479e+13 2.52913e+13 9.28931e+13 2.45882e+13 1.49483e+13 1.43827e+13 1.34492e+13
threshold=87.395000000000024 3.5000000000000004 20.507360500000004 9.5000000000000018 47.425481600000005 51.369916400000001 1.5000000000000002 11.500000000000002 77.00500000000001 54.970187400000007 82.888608650000023 49.148175700000003 30.468306550000005 59.939091550000008 59.904813200000007 64.405000000000015 57.005000000000003 30.259484550000003 7.5000000000000009 59.963407450000012 3.5000000000000004 76.730000000000018 30.315880100000005 30.323743050000001 79.010000000000005 3.5000000000000004 59.916647550000008 5.5000000000000009 59.863160500000006 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 -5 -6 7 8 -7 -10 11 -11 13 14 17 16 -16 29 21 20 -15 -19 26 -24 25 -25 -17 -28 -20 -4
right_child=-2 2 3 4 5 6 -8 -9 9 10 -12 -13 -14 19 15 22 -18 18 28 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-2.5558862722926814 -120.94791171192986 -49092.074749755862 7847.5222808943136 7350.7151312654378 -20500.979782245966 1979.0857463114971 -4245.8400897960837 757.66061280974827 -1148.8933829471982 106956.75422851562 146562.62361505683 16630.116689943014 1930.2710135326467 -9696.8743433091258 39302.12924107143 38964.928465440542 223322.0446484375 -17510.727914416551 -16670.014041573664 -7739.1097977268946 -81470.922253736411 34869.79956991793 116092.40165178571 -38532.242243303575 -20960.801127373419 185670.36761363636 -14227.870017260175 -109163.34815040871 -69010.859663783485 75451.800557585695
leaf_weight=4017194 242930 64 580 1164 604 74 8174 1455 29 40 22 38 43898 103 21 54 20 502 84 470 115 99 35 42 79 33 43 27 140 31
leaf_count=4017194 242930 64 580 1164 604 74 8174 1455 29 40 22 38 43898 103 21 54 20 502 84 470 115 99 35 42 79 33 43 27 140 31
internal_value=0 7.20986 683.139 738.086 -2515.67 -3616.13 -2578.86 5639.4 40629.2 62800.6 81345.9 62951.5 1551.94 -5150.14 694.566 30375.1 129068 -6622.22 -19878.9 -20356.6 -47559.3 -8882.32 17447.3 36593.1 18525.1 60116.9 -11734.7 -50845.8 -49383 11277.5
internal_weight=0 4.07523e+06 58040 57976 11600 10436 9832 1658 203 129 100 78 46376 2478 1790 354 41 1436 825 688 218 601 313 189 154 75 124 70 224 611
internal_count=4318164 4075234 58040 57976 11600 10436 9832 1658 203 129 100 78 46376 2478 1790 354 41 1436 825 688 218 601 313 189 154 75 124 70 224 611
is_linear=0
shrinkage=0.1


Tree=4096
num_leaves=31
num_cat=0
split_feature=1 4 0 0 0 3 5 3 0 3 3 5 2 3 1 5 1 1 1 0 1 3 5 2 0 1 1 3 5 2
split_gain=3.87988e+11 4.85669e+12 1.26216e+13 7.21491e+13 5.56229e+13 3.35808e+13 2.67108e+13 5.25279e+13 2.21591e+13 2.24816e+13 3.76832e+13 2.17617e+13 2.87961e+13 2.37654e+13 5.05444e+13 2.60301e+13 2.15649e+13 8.46785e+13 3.32485e+13 5.85562e+13 2.50276e+13 2.1849e+13 5.85503e+13 2.11546e+13 2.08072e+13 3.92698e+13 2.91864e+13 4.02055e+13 1.93013e+13 6.76882e+13
threshold=38.633372000000001 1.5000000000000002 55.141517900000004 54.970187400000007 55.099723300000008 3.5000000000000004 70.00500000000001 21.500000000000004 55.535913550000011 16.500000000000004 6.5000000000000009 79.010000000000005 4.5000000000000009 5.5000000000000009 37.533784800000006 94.040000000000006 37.314272700000011 37.342273500000012 37.417247200000006 55.455204450000004 37.362912300000012 19.500000000000004 70.50500000000001 16.500000000000004 55.455204450000004 37.314272700000011 37.39371280000001 4.5000000000000009 123.15000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8 9 10 11 -4 13 15 -15 24 21 -18 19 -19 -21 23 -23 -11 -13 -26 -27 -28 -12 -30
right_child=-2 2 8 4 6 -7 7 -9 -10 16 28 12 -14 14 -16 -17 17 18 -20 20 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-177.58845543006393 -19.555118401899811 -386.94979957297465 -834.82509002260929 -10599.140139653133 -10336.019114652867 -45933.28825121565 44214.911952295843 -99280.020393318962 242.63691251432317 14849.766971561829 7483.3659705416321 17033.618387044273 -28378.934946318594 152356.37444911859 -34555.171747622284 -6472.4533409118658 -113547.66783088236 187864.50337357956 -2668.5450452218265 -14150.545347323159 45046.976981506348 6666.040644531251 153633.20929878051 -73360.283177083344 -24027.364057074654 186609.86219618056 16667.04797926683 175451.42717391305 118746.95197265626 -49191.725546875008
leaf_weight=554152 3029015 111354 11679 416 948 761 212 29 584808 290 14159 240 124 39 23 256 68 22 8891 129 160 80 41 30 36 27 52 23 60 40
leaf_count=554152 3029015 111354 11679 416 948 761 212 29 584808 290 14159 240 124 39 23 256 68 22 8891 129 160 80 41 30 36 27 52 23 60 40
internal_value=0 45.9472 214.482 -754.106 -18034.1 -33444.8 -2778.89 26947.9 391.775 2783.32 4279.06 270.813 16018.1 23927.9 83018.2 18149.3 -1338.1 -2365.93 -1544.33 30595.2 18623.2 20267.3 56464.8 6580.07 34824.4 65764.9 97456.2 65360.9 7792.56 51571.5
internal_weight=0 1.28915e+06 734997 113720 2366 1177 1189 241 621277 36469 26758 12499 820 696 62 634 9711 9270 9202 311 289 441 121 320 378 138 102 75 14259 100
internal_count=4318164 1289149 734997 113720 2366 1177 1189 241 621277 36469 26758 12499 820 696 62 634 9711 9270 9202 311 289 441 121 320 378 138 102 75 14259 100
is_linear=0
shrinkage=0.1


Tree=4097
num_leaves=31
num_cat=0
split_feature=5 1 1 0 1 0 3 1 6 2 0 0 4 5 3 5 4 3 3 0 5 5 6 0 0 0 2 4 1 0
split_gain=4.33953e+11 3.99311e+12 1.22884e+13 1.24391e+13 1.386e+13 1.17244e+13 1.57573e+13 1.13884e+13 1.63189e+13 1.34432e+13 1.03536e+13 2.52734e+13 1.00102e+13 1.18092e+13 9.82286e+12 9.57204e+12 1.01519e+13 1.47997e+13 2.03824e+13 2.0791e+13 3.70759e+13 1.77798e+13 1.65203e+13 1.18499e+13 1.11725e+13 2.68256e+13 1.67807e+13 1.18103e+13 1.0744e+13 1.03772e+13
threshold=39.305000000000007 38.096381250000007 39.016372550000007 45.073740550000004 38.233559750000005 45.112033650000008 21.500000000000004 38.058342000000003 1.5000000000000002 11.500000000000002 55.416472000000006 55.601678500000013 1.0000000180025095e-35 26.005000000000006 21.500000000000004 39.025000000000013 1.5000000000000002 7.5000000000000009 9.5000000000000018 44.039893800000009 38.010000000000012 13.050000000000002 1.5000000000000002 43.592450450000008 56.758269450000007 56.143542450000005 18.500000000000004 4.5000000000000009 49.323301500000007 53.242949050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -5 -1 10 12 -9 -12 13 -10 -7 16 -4 -18 21 20 -20 23 28 -19 25 26 27 -21 -23 -24
right_child=-2 2 15 5 -6 14 -8 8 9 -11 11 -13 -14 -15 -16 -17 17 18 19 24 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-172.93114143603157 -20.002346827846832 12303.526305939089 89.321973263522338 4430.962563724047 -815.57340028318413 920.12109847088675 -17278.164005485985 -1378.035266776707 -22394.459143518521 -32650.211530311368 86929.882017543874 4357.4582174049237 -7669.4975870291282 33566.505067822269 17362.36264196079 4059.1080086438556 -221.270975306412 -55702.668832632218 10736.610541035505 -3307.4897238560475 108541.01489896554 -7231.4168612310132 -21101.338569580828 13846.728284727853 9473.6985297733481 -29779.558124155657 36013.007216978913 57669.925805664068 22775.226094673777 -9985.7324477510047
leaf_weight=355553 3088542 830 745071 20112 27056 36456 340 184 54 206 57 106 2954 125 367 5888 23047 26 393 4291 43 258 1139 424 703 373 114 32 222 3198
leaf_count=355553 3088542 830 745071 20112 27056 36456 340 184 54 206 57 106 2954 125 367 5888 23047 26 393 4291 43 258 1139 424 703 373 114 32 222 3198
internal_value=0 50.2415 166.014 1306.97 -425.096 2150.27 4070.06 -230.259 -5760.12 -7905.1 14879.9 33232.5 -6278.07 16684.4 1083.99 42.2727 11.9248 -1671.13 -4650.34 -639.188 20382.5 -9180.87 -10956.7 9828.32 -2301.7 -4022.72 -1857.45 -2856.12 6646.66 -12905
internal_weight=0 1.22962e+06 870383 85161 27886 57275 20452 359239 3686 3339 347 163 3133 179 36823 785222 779334 34263 11216 5949 436 5267 4817 450 5513 4810 4437 4323 480 4337
internal_count=4318164 1229622 870383 85161 27886 57275 20452 359239 3686 3339 347 163 3133 179 36823 785222 779334 34263 11216 5949 436 5267 4817 450 5513 4810 4437 4323 480 4337
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 5 5 2 4 5 5 2 3 2 3 3 5 5 3 2 5 5 3 5 4 2 2 4 3 6
split_gain=4.00488e+11 4.29207e+12 2.36868e+13 1.93093e+13 5.47523e+13 2.05435e+13 4.19455e+13 1.80625e+13 1.86664e+13 1.95476e+13 3.06445e+13 1.67393e+13 1.47634e+13 3.25083e+13 2.48237e+13 2.75894e+13 1.93203e+13 3.91826e+13 5.44794e+13 2.10581e+13 2.68056e+13 3.16756e+13 3.53227e+13 2.77635e+13 1.76486e+13 1.40105e+13 1.72533e+13 1.39624e+13 2.24471e+13 2.84544e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 44.580511600000001 38.058342000000003 39.805000000000007 59.025000000000013 1.5000000000000002 2.5000000000000004 65.50500000000001 51.405000000000008 14.500000000000002 18.500000000000004 16.500000000000004 11.500000000000002 13.500000000000002 67.00500000000001 66.990000000000023 9.5000000000000018 2.5000000000000004 142.05000000000004 110.05000000000001 6.5000000000000009 104.75000000000001 1.5000000000000002 14.500000000000002 17.500000000000004 2.5000000000000004 15.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 -5 -7 -6 9 10 -9 27 13 14 16 -16 17 -8 -19 -18 21 23 -23 -21 -14 -26 -27 -4 29 -29
right_child=-2 -3 3 4 7 6 12 8 -10 -11 -12 -13 24 -15 15 -17 19 18 -20 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-2000.2879262316856 -19.867622399550086 14.234658847780914 1641.8180132650575 -2731.4593865068655 -85.374185583726415 13348.319894442458 1592.9572158142901 36170.971785161171 114929.71834309895 6046.6409773763025 115647.74903738839 -62373.663117732562 101667.75909090909 -118158.83082682293 -66073.43447610295 -7674.5855344785996 -7238.3368089060059 9087.6613932291675 -143205.59818274455 25116.095633254445 -78936.226312500017 19322.737723214286 178163.94637276788 -64913.485796440975 506.62974298162771 57706.384475160266 2920.5532632743361 43042.33474754051 -78904.493039772729 -10160.109801855435
leaf_weight=15343 3029015 1249634 9217 3160 106 4677 1206 211 36 120 63 43 22 24 85 1676 319 48 46 706 25 28 28 36 455 117 113 108 44 1453
leaf_count=15343 3029015 1249634 9217 3160 106 4677 1206 211 36 120 63 43 22 24 85 1676 319 48 46 706 25 28 28 36 455 117 113 108 44 1453
internal_value=0 46.6814 1072.79 3023.4 5577.28 4263.18 6562.94 36887.9 46002.2 39704.3 54444.8 -104.491 130.998 -2106.11 -1443.43 -10493.4 5082.77 -3253.96 -65438.8 14572.9 23027.1 26221.4 98743.3 20748.1 13506.2 10674.7 30789.9 142.928 -8464.71 -6479.22
internal_weight=0 1.28915e+06 39515 24172 13307 12771 9611 536 430 394 274 10865 4934 4227 4203 1761 2442 1300 94 1142 823 798 56 742 707 685 230 10822 1605 1561
internal_count=4318164 1289149 39515 24172 13307 12771 9611 536 430 394 274 10865 4934 4227 4203 1761 2442 1300 94 1142 823 798 56 742 707 685 230 10822 1605 1561
is_linear=0
shrinkage=0.1


Tree=4099
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 1 3 5 2 5 1 1 3 5 3 5 5 5 5 1 3 1 3 3 6 5 5 3 2
split_gain=4.19375e+11 5.70147e+12 1.32548e+13 1.71344e+13 1.54602e+13 1.14624e+13 1.99093e+14 1.62196e+14 3.19882e+13 6.34336e+13 3.48823e+13 2.01668e+13 1.49034e+13 1.46555e+13 1.44366e+13 1.05074e+13 9.60445e+12 6.655e+12 6.60589e+12 6.65157e+12 6.58453e+12 1.35966e+13 6.5268e+12 6.23461e+12 6.98584e+12 6.18075e+12 7.14447e+12 9.7104e+12 9.60295e+12 8.47635e+12
threshold=46.672631750000008 45.254062050000009 43.574807850000006 40.810045900000013 18.500000000000004 39.630124250000001 39.666208800000007 3.5000000000000004 49.995000000000012 2.5000000000000004 60.905000000000008 39.969502550000009 38.422276900000007 8.5000000000000018 100.05000000000001 2.5000000000000004 77.715000000000018 85.91500000000002 90.015000000000015 81.910000000000011 38.233559750000005 2.5000000000000004 40.247294600000011 2.5000000000000004 1.5000000000000002 1.5000000000000002 109.05000000000001 61.845000000000006 16.500000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 25 12 7 -7 -9 -10 -11 -8 20 15 18 17 -15 -13 19 23 -3 -22 -17 24 -14 26 27 -4 29 -29
right_child=-2 2 4 -5 -6 6 11 8 9 10 -12 13 14 16 -16 22 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-25.773723236415364 12.789253793461492 -2252.7740619276433 379.12238237847225 -16915.49930332254 50386.350435561035 1089.321410435268 -23441.033937690296 98985.179125642127 340212.40885416669 224436.45280172417 79617.327243589738 8171.7176989671661 -19669.818430600375 -18872.391702706474 -77528.79484863281 3882.3466956142183 -89339.17786458334 59560.165925480775 37502.543372844833 -45558.26111254422 -10827.11282640062 36910.843066027737 -5469.7609126759771 -13892.302150846681 -134.91696984196454 856.00262335004561 -40403.856713867193 24050.781825088874 -25252.310789331896 67713.297365482518
leaf_weight=605785 3695737 3755 225 872 69 140 467 73 21 29 39 820 230 245 32 1068 21 26 29 53 111 129 2477 1553 897 2983 24 164 29 61
leaf_count=605785 3695737 3755 225 872 69 140 467 73 21 29 39 820 230 245 32 1068 21 26 29 53 111 129 2477 1553 897 2983 24 164 29 61
internal_value=0 -75.9378 -1901.96 -3372.86 3512.87 -2406.08 1020.44 79922.6 148050 188294 141378 -3629.92 -5144.68 -1643.28 -10747.2 -262.555 -24435.6 9751.03 -9973.51 -10477.3 -1226.4 14832 -2652.26 -9783.52 -4121.63 2585.08 12839.2 15506.9 28907.6 35888.2
internal_weight=0 622427 16642 13087 3555 12215 5426 302 162 89 68 5124 6789 4657 2794 4391 266 846 2762 2733 3995 240 3545 2680 1127 3486 503 479 254 225
internal_count=4318164 622427 16642 13087 3555 12215 5426 302 162 89 68 5124 6789 4657 2794 4391 266 846 2762 2733 3995 240 3545 2680 1127 3486 503 479 254 225
is_linear=0
shrinkage=0.1


Tree=4100
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 0 1 1 0 2 1 0 1 6 3 0 0 4 2 0 0 5 0 1 0 1 3 1 5
split_gain=3.81829e+11 3.63768e+12 1.15573e+13 2.979e+13 1.68491e+13 1.67085e+13 4.0044e+13 2.90164e+13 2.62271e+13 3.26835e+13 2.13765e+13 2.26587e+13 2.53512e+13 2.59293e+13 2.83234e+13 2.27198e+13 2.89075e+13 2.5197e+13 2.17314e+13 2.10901e+13 2.52643e+13 1.9582e+13 1.6357e+13 1.39157e+13 1.13062e+13 1.09862e+13 2.06186e+13 1.18696e+13 1.43463e+13 1.10656e+13
threshold=39.305000000000007 39.995000000000012 55.619594000000006 55.56564190000001 47.854228500000012 37.487839250000007 55.657530000000008 37.692869000000009 37.832345550000007 55.719391050000006 17.500000000000004 37.615058950000012 55.769960200000007 37.582182450000005 1.5000000000000002 13.500000000000002 55.860536450000005 55.762622900000004 1.5000000000000002 8.5000000000000018 55.801980100000009 55.695992150000002 39.505000000000003 55.784980300000008 37.66934650000001 59.932719750000011 30.102666750000001 13.500000000000002 37.457850350000008 39.505000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 25 22 10 9 -9 11 12 13 14 -8 16 18 -17 19 20 -13 -10 -7 -14 -18 27 -27 29 -29 -4
right_child=1 -3 4 -5 -6 6 7 8 21 -11 -12 15 23 -15 -16 17 24 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=47.127654085276355 -1355.1845097378084 -4.585315416272489 587.60010841174005 -18653.033834532205 -4164.7891799628369 67688.575422627226 62734.251603618417 -30835.550600417908 41107.15024799548 3265.5968821519727 52433.106003787885 178440.01523437502 68637.008373397446 -84196.90752403847 -60182.299915540549 -20424.335041756465 29718.040947690217 33517.043271257273 2073.2808854166665 26757.924206149197 70009.347496448871 4404.343505514792 12439.413167317709 5324.2442447710646 -53830.300125000002 64007.988867187501 3155.9865590493714 1082.9180258290751 -47667.632675466237 -20491.716996297851
leaf_weight=1229622 34716 3036719 390 1025 4091 148 38 494 152 652 165 42 39 65 37 145 46 215 30 31 44 3330 84 316 25 57 2407 2288 62 689
leaf_count=1229622 34716 3036719 390 1025 4091 148 38 494 152 652 165 42 39 65 37 145 46 215 30 31 44 3330 84 316 25 57 2407 2288 62 689
internal_value=0 -18.7626 -849.524 -1851.26 1376.76 3267.38 6936.96 5325.4 1687.8 -11434.2 18923.8 13770.9 -1932 -37968.9 2095.42 27218.8 52696.6 11790.7 78004 97473.4 122964 6006.53 47684.6 12279.7 299.611 -529.847 4563.68 -4189.94 -203.267 -12872.7
internal_weight=0 3.08854e+06 51823 35741 16082 11991 6098 5866 4628 1146 1238 1073 495 140 75 578 218 360 147 117 86 3482 232 355 71 5893 2464 3429 2350 1079
internal_count=4318164 3088542 51823 35741 16082 11991 6098 5866 4628 1146 1238 1073 495 140 75 578 218 360 147 117 86 3482 232 355 71 5893 2464 3429 2350 1079
is_linear=0
shrinkage=0.1


Tree=4101
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 3 3 0 4 3 0 5 5 0 5 5 4 0 5 3 4 3 5 5 0 2 2 4 6 3
split_gain=3.97356e+11 8.78582e+12 6.05094e+13 3.19999e+13 4.47908e+13 4.72325e+13 2.91975e+13 2.91724e+13 3.30509e+13 3.00182e+13 1.07095e+14 3.89534e+13 2.84955e+13 2.51034e+13 2.06591e+13 1.95486e+13 2.87376e+13 2.7473e+13 2.67254e+13 2.61289e+13 4.90126e+13 3.60192e+13 2.1706e+13 2.12048e+13 5.01016e+13 3.40522e+13 2.49598e+13 2.49353e+13 2.85795e+13 2.09016e+13
threshold=39.704585000000002 39.666208800000007 47.297889100000013 11.500000000000002 47.249522000000006 24.500000000000004 20.500000000000004 47.236539400000005 3.5000000000000004 18.500000000000004 43.642715500000008 73.995000000000019 58.755000000000003 47.272352350000006 74.610000000000014 62.385000000000012 3.5000000000000004 47.222459950000008 103.45000000000002 13.500000000000002 2.5000000000000004 15.500000000000002 105.35000000000001 53.705000000000005 47.208883950000008 9.5000000000000018 6.5000000000000009 1.5000000000000002 1.5000000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 13 9 -9 15 11 -11 -4 14 -6 23 17 19 -18 20 -17 -21 -19 27 25 26 -25 -5 -29 -30
right_child=-2 2 12 4 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 18 22 -20 21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-5.6055192149994477 25.972250849113436 -2653.6182963559622 -7578.1019614660327 9439.077949413464 -18014.289786292768 -2317.2625066401361 -11935.645132256157 25404.508410323295 135293.88550502234 -70504.925809151784 4845.0489443946162 -253230.458125 -25361.3341010273 8027.3350348931745 -118237.14362500001 -40171.410494290867 45464.911268028845 1995.1928449763809 -90099.024893465918 151616.98811076535 114233.80553768383 54769.61100319602 87385.01308458118 -61281.833155314125 29699.876496561163 17679.76760110294 -184504.70462500001 -40293.289838169643 76269.700400037662 12950.345211631375
leaf_weight=1793358 2491643 16917 3599 815 116 2471 2215 1216 28 28 1683 20 1202 1805 25 52 26 172 33 59 34 110 36 48 117 34 25 35 166 76
leaf_count=1793358 2491643 16917 3599 815 116 2471 2215 1216 28 28 1683 20 1202 1805 25 52 26 172 33 59 34 110 36 48 117 34 25 35 166 76
internal_value=0 -35.43 -1648.25 109.197 4192.95 8921.2 -4084.04 14691 27877.9 10094.7 644.408 -146641 -12030.4 4852.91 -35784.3 18994.8 35369.6 43745.4 -30359 65745.5 20872.5 88580.2 16774.2 12499.6 -15527.4 -64981.6 -103481 18248.7 44168.7 56384.3
internal_weight=0 1.82652e+06 33163 28362 11445 7284 4161 4813 1244 3569 1731 48 4801 1946 141 1838 522 463 59 255 86 169 208 1316 224 107 73 1092 277 242
internal_count=4318164 1826521 33163 28362 11445 7284 4161 4813 1244 3569 1731 48 4801 1946 141 1838 522 463 59 255 86 169 208 1316 224 107 73 1092 277 242
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=31
num_cat=0
split_feature=3 6 1 5 5 5 5 1 0 0 1 5 5 5 0 2 2 5 5 0 0 1 5 5 1 1 5 1 5 1
split_gain=3.72324e+11 1.92392e+12 2.1692e+12 5.09262e+12 1.07449e+13 9.60771e+12 6.21935e+12 1.03615e+13 2.10787e+13 6.12673e+12 1.20812e+13 8.72585e+12 1.7135e+13 6.85184e+12 6.15286e+12 5.86592e+12 5.36847e+12 1.01428e+13 8.3549e+12 1.64914e+13 1.82047e+13 1.22154e+13 9.92325e+12 7.83622e+12 1.2101e+13 9.00856e+12 7.37874e+12 6.38828e+12 6.22762e+12 5.71375e+12
threshold=2.5000000000000004 1.5000000000000002 37.487839250000007 99.555000000000021 100.05000000000001 104.75000000000001 60.005000000000003 37.417247200000006 55.299834250000011 55.645049100000001 37.214886200000009 43.205000000000005 47.415000000000006 47.815000000000005 54.725565150000001 1.5000000000000002 1.5000000000000002 80.00500000000001 70.00500000000001 55.628356700000005 59.950068600000009 30.410108300000001 65.045000000000016 85.020000000000024 33.101335500000005 37.098288800000006 67.990000000000023 37.098288800000006 74.010000000000005 30.410108300000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 9 16 -9 13 -11 -12 -13 -3 -15 -14 29 18 21 -20 28 26 -23 25 -25 -19 -18 -26 -21 -8
right_child=-2 2 -4 4 5 -7 7 8 -10 10 11 12 15 14 -16 -17 17 23 19 20 -22 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=3530.8325505589623 -4.8147211538392156 7622.7419469345596 -6.4013879488915437 -55221.551367187501 52431.248407854349 -8937.2099255498688 23319.759815110428 11260.337360927037 128740.31737351191 -334.68091569828573 -8551.2657022207768 -113513.25761718751 5601.079560810811 -9115.7704943330045 9007.4957454136438 -61617.525722656253 -53647.244393920904 -85546.986216107543 -18946.581695001776 115009.41119290865 1389.3578751627606 24599.463232930502 -14426.174747242649 31128.353413722827 -70603.359725215516 -3422.8265802556816 13486.226238458808 -1623.8642812500002 54015.443974401598 5897.3928565598653
leaf_weight=1687 4205107 1994 101878 46 28 287 260 56 21 4348 135 28 37 566 280 20 64 34 66 26 60 144 119 46 29 22 22 25 47 682
leaf_count=1687 4205107 1994 101878 46 28 287 260 56 21 4348 135 28 37 566 280 20 64 34 66 26 60 144 119 46 29 22 22 25 47 682
internal_value=0 179.082 128.31 1574.17 -10075.1 -3482.24 2034.73 7446.28 43300.3 776.083 -1491.48 -24354.1 -49452.7 4423.35 -3117.53 -17984.4 5769.02 -837.146 5567.04 21918.9 42198 -3756.79 6941.47 -23333.9 -6561.9 -53283.9 -36473.6 -38668.4 75739.3 10706.1
internal_weight=0 113057 111370 9492 361 315 9131 1723 77 7408 4568 220 85 2840 846 57 1646 704 548 199 133 349 263 156 100 56 86 54 73 942
internal_count=4318164 113057 111370 9492 361 315 9131 1723 77 7408 4568 220 85 2840 846 57 1646 704 548 199 133 349 263 156 100 56 86 54 73 942
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=31
num_cat=0
split_feature=0 0 1 5 5 3 3 5 5 5 3 5 3 1 5 1 4 2 5 3 5 2 5 5 5 3 5 3 1 2
split_gain=3.6814e+11 7.62948e+12 5.67966e+13 2.9209e+13 2.42217e+13 1.8896e+13 1.85241e+13 2.03253e+13 1.78603e+13 1.58922e+13 2.1741e+13 1.8703e+13 1.53561e+13 3.26121e+13 2.95126e+13 2.98546e+13 2.19058e+13 1.52128e+13 2.34346e+13 1.50772e+13 1.40886e+13 4.34051e+13 5.71392e+13 1.65327e+13 1.43998e+13 1.68804e+13 9.39637e+12 7.56187e+12 9.32218e+12 1.21373e+13
threshold=45.133160800000006 45.112033650000008 39.003296000000006 52.020000000000003 177.02500000000003 4.5000000000000009 11.500000000000002 64.405000000000015 88.015000000000015 55.005000000000003 20.500000000000004 75.750000000000014 6.5000000000000009 38.950530550000003 59.245000000000012 38.911476500000006 2.5000000000000004 1.5000000000000002 64.405000000000015 5.5000000000000009 97.050000000000011 2.5000000000000004 125.85000000000001 110.05000000000001 142.05000000000004 5.5000000000000009 25.005000000000006 16.500000000000004 38.950530550000003 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 26 9 -5 7 -7 -8 -3 11 12 13 14 19 -16 -17 18 -14 -11 27 24 23 -23 25 -22 -4 28 29 -13
right_child=-2 2 3 5 -6 6 8 -9 -10 10 -12 20 17 -15 15 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-12.391038610371799 11.612394677530743 683.93853601768581 6491.3039602705221 -4795.7077227953696 91085.288731060617 -19498.784741210937 -4814.1240477166784 -47016.314597934535 94769.532812500009 62106.784533110127 82531.956454613101 36081.220405461238 11582.278663793104 -24701.969393382355 -17662.621638655462 34119.512205648425 141774.845859375 3663.0909431881373 122982.22814243863 148008.29693287038 -11528.720072428387 55860.636742810231 -67811.163958333331 132760.75152925533 64557.971289062501 -93436.390833333338 -4861.3884784905113 47767.541445312498 -47413.031072916667 -15567.00292298034
leaf_weight=573232 3728431 3371 809 895 33 920 181 379 20 84 42 52 58 102 119 344 20 828 28 27 156 69 30 47 20 30 7378 20 75 364
leaf_count=573232 3728431 3371 809 895 33 920 181 379 20 84 42 52 58 102 119 344 20 828 28 27 156 69 30 47 20 30 7378 20 75 364
internal_value=0 -73.4163 -2193.39 -6581.18 5651.12 -16294.9 -23156 -27527.4 5094.7 5172.13 11187.9 9976.25 16343.3 27535 36505 25819.4 40034.6 7820.91 47852 83001.7 -1901.97 13492.6 55204.1 87018.4 -16070 -24739.6 -3739.57 -12506.4 -14961.6 -9110.98
internal_weight=0 589733 16501 10582 5919 2395 1500 1299 201 5886 2515 2473 1610 696 594 483 364 914 86 111 863 352 146 116 206 186 8187 511 491 416
internal_count=4318164 589733 16501 10582 5919 2395 1500 1299 201 5886 2515 2473 1610 696 594 483 364 914 86 111 863 352 146 116 206 186 8187 511 491 416
is_linear=0
shrinkage=0.1


Tree=4104
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 6 2 2 2 4 1 1 3 2 0 0 4 3 3 1 4 0 2 0 2 2 0 6 0 4
split_gain=3.61475e+11 2.54093e+12 8.47155e+12 3.88774e+13 3.4676e+13 2.78031e+13 1.51006e+13 1.50634e+13 3.78757e+13 1.35016e+13 1.3206e+13 3.75683e+13 3.12771e+13 4.07881e+13 3.79386e+13 3.59915e+13 4.86679e+13 2.93873e+13 3.11019e+13 7.99941e+13 2.62646e+13 2.48811e+13 2.20346e+13 5.93119e+13 2.24293e+13 3.43354e+13 2.71515e+13 3.24873e+13 2.04089e+13 1.86333e+13
threshold=87.395000000000024 81.910000000000011 54.934662400000008 54.920670650000005 37.417247200000006 1.5000000000000002 15.500000000000002 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35 38.950530550000003 38.984911950000004 11.500000000000002 8.5000000000000018 44.678200800000006 44.580511600000001 2.5000000000000004 15.500000000000002 14.500000000000002 39.047276750000002 2.5000000000000004 45.029420750000007 14.500000000000002 45.055827000000008 5.5000000000000009 7.5000000000000009 45.070824200000011 1.5000000000000002 53.973051950000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 9 8 -7 -3 12 22 13 28 -15 16 -14 18 -13 -20 21 -17 24 -24 26 -26 27 -12 -11 -19
right_child=-2 2 -4 4 5 7 -8 -9 -10 10 11 17 15 14 -16 20 -18 29 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.7929167715135526 -118.50184820622624 -31909.358617532667 15.174816823083564 -85967.514062500006 -1913.5049479166669 84756.910135472077 -6989.533663444402 109985.38358506025 -29468.081110491075 -8251.1649661942192 157072.65644531252 4143.6793622803625 128601.4323091947 -140273.28968290443 -28870.752788521044 -50194.022271634618 -54955.578046875009 68420.322988552522 190960.01938151044 19644.369661635843 13243.089410520235 -1185.875780771293 203238.76650815218 -4685.3585133272054 -32860.069283171622 15618.60088005346 -17379.418590029763 33185.098155646418 8117.8338067703025 -3726.8485022931181
leaf_weight=3935898 242930 116 108976 21 81 94 1938 59 42 2824 22 13332 52 34 303 130 20 36 30 298 1426 510 23 34 186 681 105 559 1043 6361
leaf_count=3935898 242930 116 108976 21 81 94 1938 59 42 2824 22 13332 52 34 303 130 20 36 30 298 1426 510 23 34 186 681 105 559 1043 6361
internal_value=0 7.06405 426.737 1904.02 37906.8 47332 1548.34 67787.8 49481.5 2136.66 2277.66 3452.43 -1735.85 -6743.94 -40110.2 8111.69 77613.4 2272.67 4892.12 35313.5 5689.56 -11140.7 18149.5 79213.8 15908.3 5218.33 29418.7 37876.2 -3836.15 -3320.83
internal_weight=0 4.07523e+06 139336 30360 297 276 30063 195 136 28125 28009 21667 6342 4204 337 2138 72 20057 13660 328 2066 640 1610 57 1553 867 686 581 3867 6397
internal_count=4318164 4075234 139336 30360 297 276 30063 195 136 28125 28009 21667 6342 4204 337 2138 72 20057 13660 328 2066 640 1610 57 1553 867 686 581 3867 6397
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=31
num_cat=0
split_feature=5 4 0 0 0 0 2 6 5 3 5 1 1 5 1 1 3 3 2 5 5 0 0 1 1 1 5 1 3 1
split_gain=3.62942e+11 3.45762e+12 8.82526e+12 8.68867e+12 8.0568e+12 1.62662e+13 1.11744e+13 7.07569e+12 2.59625e+13 8.22481e+12 1.63336e+13 8.21635e+12 8.76917e+12 7.97497e+12 1.33558e+13 1.1947e+13 7.79165e+12 1.17333e+13 7.34812e+12 7.16332e+12 1.52678e+13 2.68413e+13 3.73195e+13 2.73303e+13 1.42903e+13 8.56308e+12 8.37142e+12 7.51267e+12 9.55147e+12 9.97503e+12
threshold=42.605000000000011 1.0000000180025095e-35 45.005863250000004 45.022371150000005 44.732363600000006 44.678200800000006 15.500000000000002 1.5000000000000002 150.04500000000004 29.500000000000004 54.710000000000008 83.00362155000002 83.003542850000017 150.04500000000004 30.207352000000004 30.259484550000003 14.500000000000002 17.500000000000004 22.500000000000004 116.06000000000002 103.45000000000002 55.013931500000005 55.043101600000007 49.177301950000007 82.933113850000026 82.933113850000026 102.01000000000001 84.920232800000022 15.500000000000002 82.871296800000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 11 13 -11 12 18 14 -9 -16 -15 -18 -5 20 26 25 -23 -24 -25 -22 -17 28 29 -21
right_child=1 -3 3 7 -6 -7 -8 9 -10 10 -12 -13 -14 16 15 19 17 -19 -20 27 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=37.180994269337276 -5091.5444098523603 -36.651082753895373 48350.264122596156 -68.516309923578078 -32022.03616619925 68157.938893229162 -76992.924076704541 -55669.142320212341 -82480.079995888169 -103405.16417410715 22867.195898437501 3756.1603302179351 -13229.011340354511 34422.45538045805 73426.196085611984 2821.0795148178063 -64848.330184659098 40981.456503906258 -14394.514300888271 -16890.744892035593 23983.120377604166 137940.677578125 90989.296993371216 -81906.194156901038 25101.134709284859 -52712.990413851352 -46862.136121323536 37853.141779891303 8805.96869014617 -77326.427876420465
leaf_weight=1632720 1234 2644919 39 18765 117 30 22 39 38 21 20 5247 543 146 24 13414 22 20 365 72 24 40 33 24 26 37 34 23 62 44
leaf_count=1632720 1234 2644919 39 18765 117 30 22 39 38 21 20 5247 543 146 24 13414 22 20 365 72 24 40 33 24 26 37 34 23 62 44
internal_value=0 -22.6056 894.09 1173.55 -6898.54 -4612.81 -6350.96 1126.47 114.243 2915.02 -41808.9 240.189 -697.558 3045.22 2768.44 2932.91 23503.4 -14453.2 -341.856 2810.61 3086.93 31697.7 58594.8 20355.8 -26262.4 -22537.5 2695.47 -15929.9 -22879.4 -39814.6
internal_weight=0 2.68544e+06 40525 39122 1403 1286 1256 39083 24958 14125 41 24920 19673 14084 13896 13857 188 42 19130 13833 13632 184 123 83 50 61 13448 201 178 116
internal_count=4318164 2685444 40525 39122 1403 1286 1256 39083 24958 14125 41 24920 19673 14084 13896 13857 188 42 19130 13833 13632 184 123 83 50 61 13448 201 178 116
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 3 3 5 2 3 3 6 3 3 3 6 6 5 2 5 5 5 5 1 5 3 5 5 5 1
split_gain=3.50299e+11 1.56294e+12 1.00528e+13 7.22126e+12 5.43411e+12 1.57522e+13 1.51351e+13 1.27818e+13 1.536e+13 9.87637e+12 2.75806e+13 1.92338e+13 9.96149e+12 1.08782e+13 8.88015e+12 8.38044e+12 7.97931e+12 7.2527e+12 8.28218e+12 9.49586e+12 1.89385e+13 6.53783e+12 1.10731e+13 6.64858e+12 6.48555e+12 6.37395e+12 6.18263e+12 1.15677e+13 8.26552e+12 6.01923e+12
threshold=61.785186750000001 60.693675950000006 114.17164950000002 51.015000000000008 61.880021000000006 6.5000000000000009 7.5000000000000009 90.015000000000015 2.5000000000000004 12.500000000000002 13.500000000000002 1.5000000000000002 15.500000000000002 17.500000000000004 18.500000000000004 1.5000000000000002 1.5000000000000002 92.035000000000011 11.500000000000002 101.05000000000001 102.01000000000001 51.815000000000005 54.035000000000004 65.659480050000013 48.510000000000012 8.5000000000000018 83.010000000000005 72.010000000000005 60.005000000000003 50.388877400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 17 7 -7 16 -9 15 -11 14 -13 24 -12 -8 -6 -3 19 29 -21 23 -23 -18 -14 -17 27 28 -26 -19
right_child=-2 2 3 -5 5 6 9 8 -10 10 11 12 13 -15 -16 25 21 18 -20 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.6883060509497634 -342.30729244208572 732.352442076324 420.66721924832819 -22491.575657023241 -47278.215412703808 -57805.900761829726 -24491.552877491922 100716.98794487848 17831.081918697033 96929.632697610301 33712.584935494495 17377.184607236875 -3458.7528971354168 13004.616643902973 5628.2776716135968 30913.213340836865 50103.835143229167 -41243.704806698071 40852.107714843754 92138.744306640641 -7137.2702728396052 50227.276893939394 13211.639353027344 1638.3760021948292 -42168.949106626162 -2627.7792818322082 23103.273381696432 -83266.568734975968 -882.27876059792254 -10163.13230434252
leaf_weight=4258578 29690 24433 243 317 23 44 174 36 59 34 261 161 165 143 198 59 30 136 32 20 490 99 440 501 108 1427 21 39 88 115
leaf_count=4258578 29690 24433 243 317 23 44 174 36 59 34 261 161 165 143 198 59 30 136 32 20 490 99 440 501 108 1427 21 39 88 115
internal_value=0 2.36986 722.888 -12549.3 976.243 4348.08 400.622 14057.2 49240.5 1290.51 8129.37 5579.36 -4561.96 -10824.7 21597.8 -3727.4 10999.2 426.879 -8985.02 -11080.7 -3244.09 12251.9 20010.4 4376.54 -18918.8 -1296.07 -28883.3 -33528.9 -23632.1 -27003.6
internal_weight=0 4.28847e+06 29896 560 29336 4110 2922 1188 95 2878 1218 1184 725 564 459 1660 1093 25226 793 761 510 1070 539 531 421 1486 256 235 196 251
internal_count=4318164 4288474 29896 560 29336 4110 2922 1188 95 2878 1218 1184 725 564 459 1660 1093 25226 793 761 510 1070 539 531 421 1486 256 235 196 251
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=31
num_cat=0
split_feature=1 1 0 3 2 0 0 6 0 1 5 3 5 3 3 5 5 3 3 5 5 5 1 3 5 5 2 0 1 3
split_gain=3.43949e+11 3.70135e+12 1.81048e+13 2.2719e+13 1.52065e+13 2.17211e+13 4.52882e+13 1.80616e+14 1.02473e+14 8.2882e+13 5.95687e+13 4.77825e+13 4.30833e+13 4.60177e+13 1.27747e+14 7.15313e+13 5.1503e+13 5.02628e+13 8.35367e+13 4.12988e+13 3.84265e+13 3.80813e+13 3.68846e+13 5.20547e+13 4.99325e+13 6.82541e+13 4.2216e+13 4.65594e+13 4.07334e+13 3.93121e+13
threshold=30.305955500000003 30.332994000000003 59.755965500000009 5.5000000000000009 4.5000000000000009 59.950068600000009 59.916647550000008 1.5000000000000002 59.939091550000008 30.323743050000001 40.405000000000008 9.5000000000000018 88.015000000000015 16.500000000000004 15.500000000000002 80.815000000000012 79.730000000000018 9.5000000000000018 11.500000000000002 33.805000000000007 30.725000000000005 100.05000000000001 30.315880100000005 10.500000000000002 56.005000000000003 84.030000000000015 9.5000000000000018 59.990816400000007 30.323743050000001 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 9 10 12 -9 -10 13 14 15 16 -8 -17 -19 -16 -11 -14 24 26 -7 -26 -24 -28 29 -25
right_child=1 -3 4 -5 5 22 7 8 11 20 -12 -13 21 -15 19 17 -18 18 -20 -21 -22 -23 23 28 25 -27 27 -29 -30 -31
leaf_value=-138.13862532416951 -14057.083513671876 -5.9505427564405418 2806.5315090548775 -114585.81050646552 2259.9674266003003 338.80091621276529 -1277.4144330755516 -21496.78452192427 -69058.142365345542 -42809.7075625 -83233.894777887515 -668.3320421348559 52140.124705969771 3015.9627147062401 38262.189673295456 -157293.41298611113 128090.10602318549 69235.374540201825 -99707.52740625001 -51390.859881599616 -218141.345375 -1853.3508960354714 11685.956609709028 -8060.2596572812663 52271.010341556743 285.01995144377173 176516.00714962123 25209.318997825769 2975.8533919070355 -44343.551040786886
leaf_weight=173023 100 4082379 24231 29 12921 1122 4219 222 123 25 528 603 276 6325 55 45 31 48 75 781 25 248 1961 2892 610 431 33 53 4417 333
leaf_count=173023 100 4082379 24231 29 12921 1122 4219 222 123 25 528 603 276 6325 55 45 31 48 75 781 25 248 1961 2892 610 431 33 53 4417 333
internal_value=0 5.76606 767.877 -36656.6 844.957 -392.762 -1981.77 -6003.17 -39035.9 -1991.29 -64959.7 -12255 -1460.5 -2729.72 -9646.64 -2863.65 -333.793 -66862.9 -33778.6 -45492.6 -130476 26586 3166.83 531.01 14973.8 30747.5 14693.3 83268.9 -3262.54 -11806.7
internal_weight=0 4.14514e+06 62762 129 62633 38402 26550 13629 1476 12153 750 726 12103 11579 5254 4418 4250 168 123 836 50 524 11852 9689 2163 1041 2047 86 7642 3225
internal_count=4318164 4145141 62762 129 62633 38402 26550 13629 1476 12153 750 726 12103 11579 5254 4418 4250 168 123 836 50 524 11852 9689 2163 1041 2047 86 7642 3225
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=31
num_cat=0
split_feature=3 1 1 0 3 0 1 5 1 3 3 6 0 0 1 6 0 5 4 5 3 5 3 0 0 5 3 0 5 5
split_gain=3.44587e+11 5.11203e+12 3.27607e+13 8.02047e+13 2.30417e+14 7.54019e+13 2.68673e+14 1.37179e+14 1.39241e+14 1.2312e+14 1.20751e+14 1.2412e+14 8.94436e+13 8.05144e+13 7.24415e+13 7.93503e+13 7.21673e+13 6.27762e+13 5.95222e+13 5.74034e+13 5.99114e+13 5.13017e+13 5.0478e+13 8.61319e+13 1.50183e+14 7.90353e+13 5.98946e+13 5.02636e+13 5.27823e+13 5.16873e+13
threshold=14.500000000000002 37.712318250000003 37.832345550000007 55.719391050000006 15.500000000000002 55.664473600000008 37.752451500000006 54.710000000000008 37.792847950000002 15.500000000000002 15.500000000000002 1.5000000000000002 55.674875350000008 55.695992150000002 37.767735350000002 1.5000000000000002 55.946414150000003 67.990000000000023 3.5000000000000004 35.305000000000007 26.500000000000004 75.750000000000014 22.500000000000004 55.812836050000008 55.784980300000008 83.010000000000005 16.500000000000004 55.591389050000011 72.705000000000013 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 21 27 10 9 13 12 -7 19 -8 14 15 -9 22 -16 -15 -12 -21 -5 23 24 26 -26 -6 -3 -29 -30
right_child=1 2 -4 4 16 6 7 8 -10 -11 11 -13 -14 18 17 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-18.57474163459602 -241.09678504384198 -1280.8791171465375 21.045209777625253 57222.332898673369 -28643.671173923853 71258.394968220338 -91116.683209521696 122928.01363311068 -62042.884400614763 5202.6347381967553 -7078.0569569960098 4756.0241712426632 72712.810154998006 99075.924384144702 34153.379675021708 23569.121412482629 -22110.575406528431 -55865.880982163377 -57810.81475360578 -49402.604294384393 64626.342195811172 138850.55369819974 1843.5550930312784 4329.6111903513638 60249.408763700427 -19343.584456612723 15798.497341906623 10473.676545954126 -17370.024484794085 25572.092322887074
leaf_weight=3014719 426328 18174 820866 472 351 118 229 131 122 1868 420 744 39 346 180 208 890 136 26 2345 47 92 9458 5698 1146 140 2229 8914 1376 352
leaf_count=3014719 426328 18174 820866 472 351 118 229 131 122 1868 420 744 39 346 180 208 890 136 26 2345 47 92 9458 5698 1146 140 2229 8914 1376 352
internal_value=0 42.9613 181.029 2515.66 7506.83 -341.055 -9683.16 11096.6 38958.9 -3891.1 -28262.8 -31565.2 -67275.8 50957.1 29856.2 61964.4 5721.51 -4589.09 88110.7 -41175.1 -47162.1 70537.6 7023.72 12146.5 23667.5 51584.5 9752.3 1915.04 7372.92 -8622.56
internal_weight=0 1.30344e+06 877117 56251 20476 35775 6959 3285 1149 2136 3674 3556 268 1027 655 339 19912 316 372 2812 2392 564 19022 9564 3866 1286 2580 28816 10642 1728
internal_count=4318164 1303445 877117 56251 20476 35775 6959 3285 1149 2136 3674 3556 268 1027 655 339 19912 316 372 2812 2392 564 19022 9564 3866 1286 2580 28816 10642 1728
is_linear=0
shrinkage=0.1


Tree=4109
num_leaves=31
num_cat=0
split_feature=5 5 3 3 1 0 0 0 0 3 2 0 0 0 1 1 2 4 0 0 1 1 2 0 3 1 1 1 1 3
split_gain=3.42622e+11 8.14164e+12 1.71746e+13 1.87706e+13 2.36641e+13 2.13367e+13 1.99754e+13 2.81052e+13 1.98055e+13 3.45657e+13 1.67114e+13 1.55378e+13 1.51317e+13 1.49924e+13 2.98093e+13 2.6677e+13 1.62413e+13 1.32018e+13 1.18113e+13 1.13547e+13 2.59564e+13 1.44387e+13 1.35825e+13 1.20748e+13 3.26682e+13 3.77547e+13 3.02742e+13 2.02496e+13 1.13259e+13 1.11976e+13
threshold=59.245000000000012 58.755000000000003 16.500000000000004 23.500000000000004 37.855187800000003 55.576287050000012 55.576287050000012 55.657530000000008 55.885524800000006 24.500000000000004 19.500000000000004 55.719391050000006 45.029420750000007 55.619594000000006 37.726745000000001 37.582182450000005 10.500000000000002 1.5000000000000002 55.551692500000009 60.029906750000002 30.305955500000003 30.278357500000002 13.500000000000002 55.755036050000008 19.500000000000004 37.944765900000007 37.503486000000002 37.66934650000001 30.434657650000002 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 18 13 9 10 -7 -9 -6 15 16 -8 -15 -14 29 20 21 22 -13 24 27 26 -26 -22 -21 -4
right_child=-2 2 3 4 12 8 7 11 -10 -11 -12 19 17 14 -16 -17 -18 -19 -20 28 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.5209334606222145 -42.569383391536313 515.16944403977436 10394.900740728182 83596.280750000005 -42995.102051932859 -49336.511279296879 -24723.651017992426 -9123.2977753724845 2770.8781221362274 -12240.747530340916 -140321.85225694446 7539.7621554392699 74953.399694824227 48389.188166644912 -14838.299560546875 84309.057100183825 113141.62570929277 9909.7664588320786 -25722.600353660047 -41195.534540052817 -87606.474107142858 118484.15196533204 85292.253570713146 10716.554601972211 66214.752438446973 -12299.489341517858 212104.04509375003 21680.975501598012 15489.437700892857 -4136.3698718015248
leaf_weight=2929272 1314948 65702 1215 25 53 80 66 323 763 919 27 53 32 79 42 34 76 1256 142 71 21 32 39 1709 33 28 25 88 70 941
leaf_count=2929272 1314948 65702 1215 25 53 80 66 323 763 919 27 53 32 79 42 34 76 1256 142 71 21 32 39 1709 33 28 25 88 70 941
internal_value=0 18.6389 1054.95 5357.89 -701.85 -8148.16 9116.19 14804.3 -9430.23 -18503.8 -72295.4 11338.7 9370.94 43882.3 59889.9 12347.5 80138.8 11525.8 2212.74 14385.9 16293.7 60625 40500.1 13406.6 36982 83061.7 129098 625.595 -13054.1 4052.63
internal_weight=0 3.00322e+06 73944 8242 3155 1814 5087 2789 1789 1026 107 2492 1341 297 197 100 155 1288 2298 2169 2028 124 92 1904 195 86 58 109 141 2156
internal_count=4318164 3003216 73944 8242 3155 1814 5087 2789 1789 1026 107 2492 1341 297 197 100 155 1288 2298 2169 2028 124 92 1904 195 86 58 109 141 2156
is_linear=0
shrinkage=0.1


Tree=4110
num_leaves=31
num_cat=0
split_feature=1 5 4 4 0 5 3 1 3 1 0 5 3 0 5 3 5 0 6 2 5 0 5 5 2 5 2 2 0 5
split_gain=3.39142e+11 4.60491e+12 8.1712e+12 5.37314e+12 1.35432e+13 3.53681e+13 4.72797e+13 3.7318e+13 3.05559e+13 2.50568e+13 2.1175e+13 2.01894e+13 1.87698e+13 2.38353e+13 4.13742e+13 4.10339e+13 2.02411e+13 1.73413e+13 1.85196e+13 1.51395e+13 2.20257e+13 1.81565e+13 1.60094e+13 2.19952e+13 1.40772e+13 1.32762e+13 1.88362e+13 1.74094e+13 1.40737e+13 1.29967e+13
threshold=30.207352000000004 24.010000000000002 1.5000000000000002 2.5000000000000004 59.863160500000006 73.995000000000019 8.5000000000000018 30.102666750000001 22.500000000000004 30.160599000000001 59.939091550000008 73.010000000000005 22.500000000000004 59.932719750000011 53.385000000000012 3.5000000000000004 71.715000000000018 59.896318000000008 1.5000000000000002 1.5000000000000002 89.00500000000001 60.042666650000008 85.91500000000002 78.010000000000005 9.5000000000000018 56.505000000000003 5.5000000000000009 17.500000000000004 59.939091550000008 63.455000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 11 7 19 9 24 -11 12 13 14 -6 -16 17 18 -17 -7 22 -22 23 -21 -8 -14 28 29 -27 -28
right_child=-2 3 -4 -5 5 6 8 -9 -10 10 -12 -13 25 -15 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=9655.4433051645246 -4.0370772621853934 494.66985923012658 -37202.708643830134 1580.2971280189759 -4321.1733477623311 -52748.65792150364 -56113.502619485291 85257.119357638891 -993.63871648341046 -142482.13274338943 -58979.999462034 93849.267258522741 4013.7140406863191 -477.32781148717163 65124.590083451709 12692.551402267902 -110727.58770714962 -83415.87149952857 -33060.94780809807 -58524.024185505325 9907.4762183779767 120438.3741677989 -92144.211778846162 29667.419773327467 32071.919870923914 139922.58185369321 -37643.343801658739 52718.838461343345 42677.485223123309 21586.494887695313
leaf_weight=813 4230377 51211 39 19594 3216 71 85 45 81 65 57 22 1075 10022 44 103 33 58 627 47 42 23 26 71 23 22 69 77 46 80
leaf_count=813 4230377 51211 39 19594 3216 71 85 45 81 65 57 22 1075 10022 44 103 33 58 627 47 42 23 26 71 23 22 69 77 46 80
internal_value=0 194.543 7510.53 122.843 -301.227 -2828.11 -25940.3 731.14 -53812.5 -72413.9 -103469 -1879.4 -2015.52 -3100.7 -9543.11 -28957.8 -34000 -30786.8 -26605.3 -12853.4 699.544 49018.4 -21111.1 -5459.68 -37333.3 9163.68 27994.4 14110.1 74139.1 -5842.09
internal_weight=0 87787 852 86935 67341 16130 636 325 311 230 122 15494 15472 14103 4081 865 821 788 730 280 209 65 144 118 108 1369 294 226 68 149
internal_count=4318164 87787 852 86935 67341 16130 636 325 311 230 122 15494 15472 14103 4081 865 821 788 730 280 209 65 144 118 108 1369 294 226 68 149
is_linear=0
shrinkage=0.1


Tree=4111
num_leaves=31
num_cat=0
split_feature=1 1 5 0 5 0 3 5 5 5 5 3 5 5 3 2 5 6 4 5 2 5 0 3 0 2 5 5 5 3
split_gain=3.31134e+11 7.09163e+12 1.28576e+13 1.44634e+13 2.54195e+13 1.87977e+13 2.32434e+13 5.64317e+13 2.18222e+13 1.70248e+13 6.64163e+13 2.83688e+13 2.44096e+13 3.45525e+13 1.72107e+13 2.87701e+13 2.80417e+13 3.2466e+13 4.99191e+13 2.56141e+13 1.61191e+13 1.54596e+13 1.53011e+13 1.43172e+13 1.56339e+13 2.11631e+13 2.45234e+13 3.711e+13 1.36451e+13 1.33823e+13
threshold=39.704585000000002 39.714575750000009 150.04500000000004 47.208883950000008 128.92000000000004 43.642715500000008 4.5000000000000009 114.05000000000001 62.995000000000012 114.05000000000001 110.05000000000001 10.500000000000002 107.05000000000001 96.015000000000015 7.5000000000000009 6.5000000000000009 74.610000000000014 1.5000000000000002 1.5000000000000002 81.910000000000011 3.5000000000000004 63.145000000000003 45.133160800000006 27.500000000000004 47.228519500000004 6.5000000000000009 93.00500000000001 82.00500000000001 96.015000000000015 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 21 6 7 8 -2 10 12 20 13 14 16 19 17 18 -8 -16 -11 -5 -7 24 25 -23 27 29 -26 -27
right_child=1 -3 -4 4 -6 22 9 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-32.343174088119568 21643.336578184186 10.082059995901224 37504.209224685968 1533.0238878444102 -49420.323020138952 -63107.480713867189 -1839.4707136824325 161305.33941695603 -62996.183051215281 -71846.21741536459 166874.76232244319 -141335.81105468751 -112776.91686789773 91449.95642857143 -33040.210836455044 1618.5603607873575 84913.766997195518 -10968.441604820951 191195.81316964288 -140187.47102864584 39836.898353794648 11862.412903428352 -6756.803207167759 -65909.438296875 4470.2815559413184 88139.803358253281 -5486.36474609375 164083.4183702257 28012.772144886363 8109.6729492187505
leaf_weight=1826521 198 2475491 102 10934 92 100 37 27 36 24 22 25 22 35 317 307 39 502 21 24 28 348 93 25 2350 37 48 36 275 48
leaf_count=1826521 198 2475491 102 10934 92 100 37 27 36 24 22 25 22 35 317 307 39 502 21 24 28 348 93 25 2350 37 48 36 275 48
internal_value=0 23.7095 2112.27 1887.35 2973.2 -6411.72 -2985.23 24416.7 8621.87 -8082.81 -5428.29 -53795.7 -8335.25 -6542.96 -9293.36 -20588.5 2925.76 -2784.12 68052.6 -40581.4 -11709.2 3315.03 -35954 9467.37 10067.1 25961.7 54994.6 78987.1 6936.64 42946.3
internal_weight=0 2.49164e+06 16152 16050 14193 1857 1664 261 234 1403 1326 77 1304 1282 1247 648 599 560 58 341 52 14101 193 3167 3142 517 169 121 2625 85
internal_count=4318164 2491643 16152 16050 14193 1857 1664 261 234 1403 1326 77 1304 1282 1247 648 599 560 58 341 52 14101 193 3167 3142 517 169 121 2625 85
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=31
num_cat=0
split_feature=5 2 4 1 1 5 1 3 0 0 5 3 0 5 3 5 0 1 3 1 1 3 1 0 5 3 2 5 2 5
split_gain=3.36292e+11 3.15685e+12 1.24028e+13 1.26212e+13 2.49304e+13 4.23309e+13 4.45013e+13 2.30412e+13 1.71723e+13 2.7543e+13 6.22033e+13 3.92218e+13 2.04567e+13 3.27609e+13 2.0118e+13 1.90832e+13 1.5858e+13 1.65308e+13 1.50319e+13 4.14307e+13 7.59037e+13 4.66727e+13 5.07892e+13 3.3075e+13 2.37589e+13 1.74669e+13 1.6195e+13 1.45136e+13 1.34433e+13 2.66789e+13
threshold=42.605000000000011 2.5000000000000004 3.5000000000000004 39.925119750000007 39.787929450000007 101.05000000000001 39.899261850000009 1.5000000000000002 55.034903650000011 55.010031850000011 65.905000000000015 10.500000000000002 55.050600750000008 74.610000000000014 10.500000000000002 112.04500000000002 57.60800230000001 39.863684800000009 15.500000000000002 37.516458750000005 37.475443250000005 21.500000000000004 37.66934650000001 55.812836050000008 116.06000000000002 17.500000000000004 1.5000000000000002 89.00500000000001 1.5000000000000002 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 18 7 16 -6 9 -5 -11 -12 13 -10 -15 -16 17 -7 -4 20 27 22 23 -21 25 26 -24 -20 -9 -30
right_child=1 -3 3 8 5 6 -8 28 12 10 11 -13 -14 14 15 -17 -18 -19 19 21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=35.789912345196008 -311.21723147309388 40.433306855709276 2310.6901826253643 2136.001513537743 105439.79126674107 101126.80745967742 -43277.614990234375 18692.412154498925 -398.83394469281586 166929.98026041666 5395.2866601421783 97756.779373341691 -1478.7354321995269 -62890.029483673876 80890.981882440479 -50958.473369565218 116905.12899010068 -3001.8030208333334 -31586.38305004223 88549.274076704547 -136636.49361328126 -12211.490379258454 79020.833562077707 251522.37375 -6621.7713433923855 139802.22895312501 7375.506519886364 17749.654103152992 7362.142716471355 -81027.985539504734
leaf_weight=1632720 630742 2020591 11768 8896 21 31 31 145 327 30 347 53 11139 195 21 23 84 30 74 33 40 122 74 20 71 25 55 307 96 53
leaf_count=1632720 630742 2020591 11768 8896 21 31 31 145 327 30 347 53 11139 195 21 23 84 30 74 33 40 122 74 20 71 25 55 307 96 53
internal_value=0 -21.7599 -210.775 1646.5 4085.6 26191.9 65473.3 4244.18 129.528 3330.8 28049.2 17633.2 -2421.1 -20967 -49108.3 11969.7 88723.5 49916 3223.4 16305.9 -5590.76 39352.2 61980.9 150049 41236 63300.3 48474.4 8167.33 -2984.07 -24078.6
internal_weight=0 2.68544e+06 664853 34111 13080 491 176 315 21031 9326 430 400 11705 566 239 44 145 61 12589 821 421 400 278 53 225 154 129 381 294 149
internal_count=4318164 2685444 664853 34111 13080 491 176 315 21031 9326 430 400 11705 566 239 44 145 61 12589 821 421 400 278 53 225 154 129 381 294 149
is_linear=0
shrinkage=0.1


Tree=4113
num_leaves=31
num_cat=0
split_feature=5 0 0 0 3 1 4 1 1 5 3 3 4 5 5 2 2 2 1 1 3 2 5 3 1 2 0 5 0 5
split_gain=4.22987e+11 2.54996e+12 1.20829e+13 1.42919e+13 2.77251e+13 1.7607e+13 3.09835e+13 3.14412e+13 3.5539e+13 3.69234e+13 2.43949e+13 2.08046e+13 1.85439e+13 2.44343e+13 2.20693e+13 2.65489e+13 3.8354e+13 5.58283e+13 1.05681e+14 6.96701e+13 3.92363e+13 4.40553e+13 3.81838e+13 3.03105e+13 2.55423e+13 3.63327e+13 6.20216e+13 3.83137e+13 3.06543e+13 5.17299e+13
threshold=87.395000000000024 45.047272400000004 50.565831500000009 47.228519500000004 24.500000000000004 39.041623000000008 3.5000000000000004 39.726951800000002 39.718803500000007 116.06000000000002 22.500000000000004 6.5000000000000009 3.5000000000000004 102.01000000000001 105.35000000000001 20.500000000000004 7.5000000000000009 11.500000000000002 38.950530550000003 38.969379750000009 12.500000000000002 8.5000000000000018 107.05000000000001 10.500000000000002 39.007683500000006 8.5000000000000018 45.053747000000008 116.06000000000002 45.063245200000004 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 12 7 8 -7 -10 11 -9 14 -14 -3 16 22 19 -19 20 21 -18 23 -16 25 27 -27 -21 29 -28
right_child=1 2 -4 4 -6 6 -8 10 9 -11 -12 -13 13 -15 15 -17 17 18 -20 24 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=7.6414955036662313 688.74006651644277 -7502.25456846217 9.2783518926561737 -7662.8444475475299 56126.884406136785 11944.329494849226 -9854.2909259302996 10927.255505594199 29284.859674627132 128097.30019162735 40057.057157247793 -17466.705243622095 25387.722599161953 -388.96039385256779 7138.9381680875222 -53083.362995340736 -44809.793271169357 126996.28800317796 -13382.612593614873 62000.443625000007 -41523.786247336655 105800.87474459136 -10733.28733649342 84832.177451685857 20875.634934701491 227181.67135416667 -50168.987425885884 223146.94861111112 93858.828569711535 130803.52357954546
leaf_weight=4075234 33016 7639 186942 5437 69 2183 1199 383 132 53 115 791 484 1531 148 83 31 59 589 25 110 52 1516 76 67 21 56 36 65 22
leaf_count=4075234 33016 7639 186942 5437 69 2183 1199 383 132 53 115 791 484 1531 148 83 31 59 589 25 110 52 1516 76 67 21 56 36 65 22
internal_value=0 -128.189 -256.678 -2420.98 -6863.45 -1020.54 4095.85 8669.61 15510.7 57593.3 -3897.95 -8203.6 -2990.81 5802.56 -4663.17 2673.68 4284.48 18603 -601.2 44261.3 -2357.9 49548.7 -5039 33499.1 75074.7 91214 66706.4 157103 43140.1 874.541
internal_weight=0 242930 209914 22972 5506 17466 4856 3657 2368 185 1289 1174 12610 2015 10595 2956 2873 1133 648 485 193 83 1740 224 292 225 164 61 143 78
internal_count=4318164 242930 209914 22972 5506 17466 4856 3657 2368 185 1289 1174 12610 2015 10595 2956 2873 1133 648 485 193 83 1740 224 292 225 164 61 143 78
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 2 1 3 0 1 0 0 4 2 1 3 2 0 0 0 0 2 1 1 3 0 2 2 2 3
split_gain=4.18236e+11 3.22434e+12 1.75285e+13 1.84482e+13 2.2513e+13 2.29463e+13 3.26904e+13 1.90216e+13 4.75921e+13 2.53774e+13 1.85318e+13 2.62426e+13 2.03363e+13 1.98223e+13 1.86529e+13 5.10344e+13 1.75384e+13 1.74022e+13 1.67074e+13 1.57285e+13 3.06454e+13 2.10609e+13 2.87486e+13 2.60577e+13 1.92729e+13 2.26708e+13 2.20325e+13 2.07962e+13 1.90894e+13 2.64702e+13
threshold=150.04500000000004 161.85000000000002 44.660994650000006 9.5000000000000018 43.94115175000001 9.5000000000000018 30.315880100000005 8.5000000000000018 54.708501450000007 38.422276900000007 45.063245200000004 45.070824200000011 3.5000000000000004 14.500000000000002 39.011252750000004 18.500000000000004 3.5000000000000004 56.301440000000007 43.465905150000005 55.030402950000003 55.039751500000008 4.5000000000000009 65.551978750000004 61.42204370000001 19.500000000000004 56.852744000000008 8.5000000000000018 8.5000000000000018 7.5000000000000009 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 18 -9 -10 12 -12 13 -7 15 -14 -4 -6 -2 -18 -21 -22 23 24 25 26 -23 -27 -24 -30
right_child=1 -3 16 4 17 10 -8 8 9 -11 11 -13 14 -15 -16 -17 19 -19 -20 20 21 22 28 -25 -26 27 -28 -29 29 -31
leaf_value=1.8745022686120363 91996.312160326095 297.32675771411454 -23310.884744128343 53520.815814208989 131104.43464843751 46632.949366554058 -42874.894582502813 -18327.028940610533 185321.60673076924 56405.826900337837 -113004.501953125 -2905.1197672157809 196077.13544921877 -52676.796883877847 -1412.7514931955648 10694.76073626894 13484.174546106478 2220.1522017045459 5707.8828737872582 -132757.90220703123 27124.533467331978 -24147.08926892962 -14982.131920505799 -99513.534826388888 17290.818191189239 -28508.318075284089 -81617.15352796053 88662.965178571438 93072.324780701761 -5590.3698918269238
leaf_weight=4302555 23 11818 636 40 20 37 292 54 26 37 24 221 27 44 31 33 399 22 920 20 146 224 97 45 108 33 95 28 57 52
leaf_count=4302555 23 11818 636 40 20 37 292 54 26 37 24 221 27 44 31 33 399 22 920 20 146 224 97 45 108 33 95 28 57 52
internal_value=0 -516.698 -3054.33 3907.02 -7649.8 -11644.8 -31261 12531 50561.7 109609 3972.94 -13690.4 29132.9 -7313.09 61573.8 94116.8 -9696.31 63593.6 7812.48 -3056.08 -10348.4 -7582.09 -14438.9 -26700.7 -19986.4 -30581 -41262 25275.2 17287.2 46003.9
internal_weight=0 15609 3791 1851 791 749 332 1060 117 63 417 245 172 81 91 60 1940 42 943 1304 905 885 739 533 488 380 319 61 206 109
internal_count=4318164 15609 3791 1851 791 749 332 1060 117 63 417 245 172 81 91 60 1940 42 943 1304 905 885 739 533 488 380 319 61 206 109
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=31
num_cat=0
split_feature=5 3 0 0 0 1 0 1 1 1 2 0 1 1 4 0 5 5 0 0 0 1 5 4 0 6 1 5 1 3
split_gain=3.7572e+11 2.64957e+12 7.66684e+12 1.58526e+13 1.83299e+13 2.49906e+13 1.60522e+13 2.04909e+13 1.19067e+13 2.12023e+13 3.34245e+13 2.28885e+13 2.62278e+13 2.32336e+13 2.51083e+13 3.0711e+13 2.44911e+13 2.89212e+13 2.14867e+13 2.04156e+13 4.52523e+13 1.9849e+13 3.04188e+13 2.28218e+13 1.9707e+13 1.87856e+13 1.84533e+13 1.82932e+13 1.80814e+13 2.51434e+13
threshold=96.015000000000015 5.5000000000000009 47.249522000000006 52.056565900000003 51.636650050000007 36.761894450000007 51.717367500000009 39.262370300000008 52.395917250000004 43.94115175000001 1.5000000000000002 56.320495600000008 49.073956850000009 50.888703650000004 4.5000000000000009 56.281985950000006 128.92000000000004 177.02500000000003 55.046835900000012 55.727011600000004 55.74310830000001 43.048525950000005 105.35000000000001 1.5000000000000002 56.281985950000006 1.5000000000000002 49.201680550000006 103.45000000000002 82.91993380000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8 9 21 27 13 -13 14 25 16 -16 26 -15 -20 -21 -5 -23 -24 -25 -12 -18 -11 29 -10
right_child=1 -3 3 8 6 -7 7 -9 28 10 11 12 -14 18 15 -17 17 -19 19 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=5.587404262589974 -3753.681895518881 49.725343947353778 80442.480789262831 -292.45240914172376 52062.742549381255 -1345.4190694173178 -84838.419746093758 19813.505026266168 128.45029195311466 23264.102189941408 52595.560825452303 49704.526066106242 -7114.5071828859654 118255.29135742188 -98191.700698617788 -127685.05823102681 120858.34305555555 -42640.566015625001 -33948.443469551283 136983.59248560856 -2481.6036539713546 17501.660504705254 2616.2234375000003 -48450.803839202425 -137153.07594726564 6477.5105972132233 -2520.8672230113639 -24859.074306536739 1704.4698150547656 -15565.507019213122
leaf_weight=4168594 7555 120789 39 9746 160 888 20 290 1887 100 95 319 109 32 26 28 27 50 39 38 60 88 46 67 40 1257 22 376 3153 2224
leaf_count=4168594 7555 120789 39 9746 160 888 20 290 1887 100 95 319 109 32 26 28 27 50 39 38 60 88 46 67 40 1257 22 376 3153 2224
internal_value=0 -155.724 -1017.96 -44.2297 10251.8 2095.5 26338.7 13061.8 -769.607 1093.56 9178.69 14597.2 35234.3 9320.78 5372.98 -33022.7 -11818.4 10865.5 44477.3 27244.5 51596.7 -993.499 -29343.7 -56287.5 -81610.5 9718.05 65463.6 -14749.2 -3992.44 -8361.79
internal_weight=0 149570 28781 21226 1397 927 470 310 19829 12565 2578 2102 428 1674 1505 153 125 99 169 137 98 9987 241 153 107 1352 49 476 7264 4111
internal_count=4318164 149570 28781 21226 1397 927 470 310 19829 12565 2578 2102 428 1674 1505 153 125 99 169 137 98 9987 241 153 107 1352 49 476 7264 4111
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 0 0 5 5 4 2 4 1 5 1 0 0 1 0 0 1 0 0 0 0 0 0 5 0 0
split_gain=3.62841e+11 2.00124e+12 6.71424e+12 1.36785e+13 1.16855e+13 1.09341e+13 1.88438e+13 2.11409e+13 1.81087e+13 9.59374e+12 8.43096e+12 7.65097e+12 6.92338e+12 6.42814e+12 6.4437e+12 7.49262e+12 7.55516e+12 6.26652e+12 1.07737e+13 1.07819e+13 8.05456e+12 7.92677e+12 7.78454e+12 6.71821e+12 8.35172e+12 1.12661e+13 7.27801e+12 6.71369e+12 5.62078e+12 1.01139e+13
threshold=2.5000000000000004 41.900971000000006 39.787929450000007 58.049540950000008 39.863684800000009 44.226894250000008 43.465905150000005 73.995000000000019 81.00500000000001 2.5000000000000004 1.5000000000000002 6.5000000000000009 39.767857750000005 225.45000000000002 40.810045900000013 44.580511600000001 44.893607100000004 43.808567100000012 56.367862600000002 43.514103700000014 43.574807850000006 52.485928400000006 53.145783300000012 56.110481950000008 56.028355650000009 55.551692500000009 55.860536450000005 65.905000000000015 53.355366400000001 53.516665650000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 6 8 9 10 -8 -6 12 -1 14 -7 -16 -17 18 19 -3 23 -19 -23 24 25 -21 -27 -25 -24 -30
right_child=-2 17 3 -5 5 13 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18 21 -20 20 -22 22 28 27 -26 26 -28 -29 29 -31
leaf_value=115.84122354213501 -4.7530095632798188 20059.640317731584 -12813.958478809342 -26057.070755838336 13453.687159986381 1554.2248230623773 -13919.089499215101 -124066.36584201391 86699.652853260865 -82723.922367187508 -33137.133427868153 -52988.731922743056 11794.565514412372 48729.213078703702 22601.669715589887 -32251.896711077014 -5291.6833238127765 -3253.7415733068701 16531.837041441548 3428.8680538107642 -17577.003222220283 6147.273535875629 -4245.3050833447269 -6787.3652444882682 22571.624492885046 -45202.104874048477 -5036.6140669492925 -53604.933949908096 9321.7932060265193 374.99721410790971
leaf_weight=40812 4205107 315 916 247 83 5242 107 27 23 25 73 27 514 27 89 112 1445 5787 599 3113 224 2452 2500 309 210 78 107 34 1299 46261
leaf_count=40812 4205107 315 916 247 83 5242 107 27 23 25 73 27 514 27 89 112 1445 5787 599 3113 224 2452 2500 309 210 78 107 34 1299 46261
internal_value=0 176.786 -297.654 -2872.31 -2171.29 -827.203 -18389 -43441.7 3864.45 -26950.3 -8348.43 226.33 261.098 31.2059 -159.683 -5617.95 -7231.02 549.881 3951.43 2234.87 857.009 258.79 645.883 1929.26 3235.3 2004.06 -21971.3 -11428.2 376.418 619.36
internal_weight=0 113057 49769 8416 8169 7253 338 159 179 132 156 41353 41326 6915 6888 1646 1557 63288 4989 4390 4075 58299 52512 3851 3508 3298 185 343 50060 47560
internal_count=4318164 113057 49769 8416 8169 7253 338 159 179 132 156 41353 41326 6915 6888 1646 1557 63288 4989 4390 4075 58299 52512 3851 3508 3298 185 343 50060 47560
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 2 5 0 0 0 2 3 0 4 1 0 5 3 4 1 1 5 0 3 1 3 1 3 5 5
split_gain=3.23494e+11 1.56281e+12 5.00784e+12 6.54374e+12 3.10351e+12 3.03507e+12 2.98519e+12 2.09254e+12 2.9105e+12 2.54117e+12 2.03425e+12 1.83541e+12 1.83377e+12 7.33224e+12 9.80647e+12 4.05934e+12 3.75028e+12 2.41954e+12 2.36664e+12 7.93366e+12 3.37373e+12 4.66288e+12 3.15293e+12 2.34432e+12 2.31307e+12 4.17511e+12 5.6486e+12 7.32243e+12 8.25018e+12 5.43348e+12
threshold=22.030000000000005 82.991167100000027 82.973038550000012 14.500000000000002 83.093115700000013 6.5000000000000009 19.650000000000002 54.864040150000001 55.02863030000001 55.034903650000011 5.5000000000000009 17.500000000000004 60.052595500000002 1.5000000000000002 50.388877400000005 60.042666650000008 13.050000000000002 21.500000000000004 1.0000000180025095e-35 30.278357500000002 30.388336800000001 20.010000000000002 60.693675950000006 9.5000000000000018 30.315880100000005 8.5000000000000018 30.226173900000003 11.500000000000002 16.850000000000005 19.650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 6 7 -3 -4 -9 -10 -8 -6 15 16 -15 24 -14 23 19 -18 21 -21 -20 -17 25 -1 -27 -28 -29 -30
right_child=-2 4 3 -5 11 -7 10 8 9 -11 -12 -13 13 14 -16 17 18 -19 22 20 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=556.57290950590607 3.7824656263855823 11680.621698636787 5955.7359397888185 22199.057413563831 23.57559420519129 -54624.765922619059 6170.727513459442 -28136.737222356867 18140.544254032258 -16741.971994400024 -6504.5773675395176 10283.487960340712 32662.554810868933 -69085.322912597665 5607.396769831731 3184.1946289062503 23154.756766908362 14634.944083658855 -8281.1798711545744 -39493.267131076391 4494.1173277941971 4278.6881771447524 7909.9591184745723 -25700.907093238831 -219.8740529729636 3113.817100165501 -39700.219543457031 36904.645825892854 -40155.075815899188 -8390.9192304671942
leaf_weight=916 4237242 516 40 47 5564 21 308 137 31 64 215 180 47 32 39 36 226 24 289 45 493 53 206 128 70509 242 100 35 65 314
leaf_count=916 4237242 516 40 47 5564 21 308 137 31 64 215 180 47 32 39 36 226 24 289 45 493 53 206 128 70509 242 100 35 65 314
internal_value=0 -198.058 -330.983 -12439.4 1254.83 -17995.7 6284.22 -15167.8 -18809.8 -5359.26 960.038 345.091 -275.198 3270.94 -28056.9 -345.269 4907.64 -15020.5 3913.37 7219.28 1125.5 -15820.7 -1543.05 -19360.3 -307.046 -3983.15 -9483.66 -15414.8 -9548.71 -13838.6
internal_weight=0 80922 74139 340 6783 293 1039 272 232 95 523 5744 73799 1430 71 72369 1359 188 1312 817 591 98 495 164 72181 1672 756 514 414 379
internal_count=4318164 80922 74139 340 6783 293 1039 272 232 95 523 5744 73799 1430 71 72369 1359 188 1312 817 591 98 495 164 72181 1672 756 514 414 379
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 3 5 5 3 3 5 3 5 4 2 5 2 2 5 5 4 0 1 3 0 5 1 5
split_gain=3.24871e+11 6.39186e+12 3.65406e+13 3.4579e+13 2.71679e+13 2.9262e+13 7.13108e+13 3.59511e+13 2.54578e+13 2.5202e+13 2.94028e+13 6.55888e+13 7.22029e+13 4.0744e+13 3.59351e+13 2.49537e+13 2.47351e+13 2.04727e+13 3.67029e+13 4.04406e+13 2.078e+13 1.903e+13 8.93606e+13 1.87512e+13 1.8673e+13 1.78068e+13 1.70077e+13 3.39252e+13 1.67117e+13 1.63484e+13
threshold=56.838612000000005 60.601268000000012 60.528664650000003 56.852744000000008 56.895161300000005 60.611165000000007 56.863241500000008 8.5000000000000018 73.010000000000005 53.005000000000003 17.500000000000004 15.500000000000002 94.040000000000006 34.500000000000007 125.85000000000001 3.5000000000000004 1.5000000000000002 50.805000000000007 9.5000000000000018 10.500000000000002 49.995000000000012 114.05000000000001 3.5000000000000004 56.852744000000008 60.58031445000001 18.500000000000004 56.876792350000009 89.00500000000001 60.58031445000001 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 6 7 8 29 17 11 14 24 25 -11 -16 -5 20 28 -20 -4 23 -23 -9 -13 -12 27 -18 -19 -3
right_child=1 4 3 16 -6 -7 -8 21 -10 10 13 12 -14 -15 15 -17 26 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-13.273669845342017 53.280843470478366 17624.198989803917 -2690.5023547038745 3711.440349504921 156.6112325696443 2334.6340764691358 1264.9016952606764 -10851.478722774622 -26442.958054070725 11557.479786489792 111156.80940946692 -19751.385726836234 -113689.24426409842 -64868.371774839739 146980.05321691177 32339.205377906976 -9547.909582979617 -26778.437721761067 -162305.87730263159 5697.558158542799 81644.275625000009 180878.85295877661 -30176.832232142857 45310.241229726962 59004.966145833343 36115.171322658847 -4670.5922583425145 -41249.716156124872 76891.870074728256 87256.887030194266
leaf_weight=3498781 635354 380 1119 2363 144588 14991 2112 66 133 833 34 132 87 39 34 43 5653 48 38 23 30 47 35 599 39 452 9692 359 23 37
leaf_count=3498781 635354 380 1119 2363 144588 14991 2112 66 133 833 34 132 87 39 34 43 5653 48 38 23 30 47 35 599 39 452 9692 359 23 37
internal_value=0 56.6788 -82.4975 -4182.46 617.178 4236.33 12599 31055.2 11652.3 5809.38 13816.8 4981.45 -39523.1 33473.4 17599.2 82959.8 -5827.21 -4773.44 -42071.5 -98960.3 -488.55 45341 90794.1 39736.3 -1789.41 41365 -7262.5 -11440.9 6804.9 23802.6
internal_weight=0 819383 656395 21041 162988 18400 3409 1297 550 2974 1693 1168 258 525 910 77 18067 1281 132 61 1149 747 82 665 171 486 15704 6012 71 417
internal_count=4318164 819383 656395 21041 162988 18400 3409 1297 550 2974 1693 1168 258 525 910 77 18067 1281 132 61 1149 747 82 665 171 486 15704 6012 71 417
is_linear=0
shrinkage=0.1


Tree=4119
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 0 1 4 3 3 5 2 2 1 2 5 0 2 2 5 1 1 1 3 5 0 1 5 3 1
split_gain=3.33074e+11 2.86117e+12 4.84625e+13 3.03404e+13 4.32851e+13 2.21106e+13 2.20774e+13 2.06986e+13 2.17535e+13 3.44084e+13 1.32977e+13 1.62336e+13 1.5546e+13 1.32012e+13 1.29937e+13 1.27886e+13 1.26228e+13 1.25149e+13 2.74579e+13 2.88531e+13 2.11464e+13 1.61047e+13 2.88283e+13 1.28905e+13 1.0644e+13 9.74265e+12 1.89694e+13 3.3491e+13 3.40453e+13 2.79929e+13
threshold=96.015000000000015 55.657530000000008 55.645049100000001 37.642309100000013 102.01000000000001 55.674875350000008 37.328003200000005 2.5000000000000004 9.5000000000000018 11.500000000000002 99.555000000000021 15.500000000000002 1.5000000000000002 38.058342000000003 7.5000000000000009 104.75000000000001 55.664473600000008 4.5000000000000009 8.5000000000000018 103.45000000000002 37.777459000000007 37.417247200000006 37.855187800000003 20.500000000000004 99.555000000000021 55.601678500000013 37.767735350000002 101.05000000000001 6.5000000000000009 38.151577750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 6 -5 7 -4 -3 16 -10 -11 12 -12 14 -6 -13 -9 23 20 -20 -19 -21 -23 -14 -8 -2 -27 -28 29 -29
right_child=1 5 3 4 13 -7 24 8 9 10 11 15 17 -15 -16 -17 -18 18 19 21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=5.2607606983698076 184.3110330344924 61967.844874790746 5185.9265725840696 -52621.388511344179 116618.2541294643 -484.12084972241956 150764.80967261907 -36041.205655184662 103750.53156960227 18852.078019067798 40092.176967075895 78542.814136904766 -57086.695211226855 10482.086328125 28453.680078125002 -21887.671542358399 -123506.64663825757 75884.161784510463 -174578.65976562502 -117929.71398809525 -36083.043005701016 64804.299068509616 -69802.972646722556 -147896.72116477272 73394.398107489222 3055.6579832455313 -86673.497307291662 117361.82489938448 -26772.405110914693 -32568.604453125005
leaf_weight=4168594 83576 28 46 73 35 64227 21 33 22 59 21 21 54 62 32 32 33 31 20 21 37 26 41 22 116 479 75 33 274 20
leaf_count=4168594 83576 28 46 73 35 64227 21 33 22 59 21 21 54 62 32 32 33 31 20 21 37 26 41 22 116 479 75 33 274 20
internal_value=0 -146.62 235.404 35633.9 8914.28 -647.356 65127.7 -21573.7 -26519.1 -17883.2 -24833.7 -32740 -42572.3 43736.8 74509.8 17905.5 -79773.9 -49461 -34816.9 -66158.4 14960.8 -41517.4 -17567.3 -83373.8 85254.1 74.0383 -10387 -26404.4 -12581.3 60784.3
internal_weight=0 149570 84842 385 202 64728 183 501 473 407 385 326 273 129 67 53 66 252 176 108 68 88 67 76 137 84457 881 402 327 53
internal_count=4318164 149570 84842 385 202 64728 183 501 473 407 385 326 273 129 67 53 66 252 176 108 68 88 67 76 137 84457 881 402 327 53
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 4 0 0 0 0 4 4 2 1 1 1 2 0 0 1 3 1 1 0 1 0 1 1 0 1
split_gain=3.11603e+11 3.07439e+12 4.46079e+12 8.8048e+12 1.26102e+13 1.50359e+13 8.25866e+12 1.41634e+13 2.07618e+13 1.18497e+13 7.37919e+12 9.09602e+12 2.87154e+13 6.4109e+12 1.12124e+13 1.11252e+13 1.70215e+13 5.9273e+12 1.36835e+13 6.5308e+12 5.8322e+12 2.17076e+13 2.89195e+13 3.35369e+13 2.04642e+13 1.61356e+13 2.73737e+13 1.65696e+13 6.18238e+13 1.16723e+13
threshold=150.04500000000004 2.5000000000000004 2.5000000000000004 43.048525950000005 92.815157350000007 3.5000000000000004 55.141517900000004 54.725565150000001 53.340367100000002 45.005863250000004 5.5000000000000009 4.5000000000000009 1.5000000000000002 38.058342000000003 37.436176200000013 38.959914000000005 1.5000000000000002 54.986619450000006 52.719210700000012 61.880021000000006 3.5000000000000004 39.787929450000007 39.714575750000009 44.732363600000006 39.899261850000009 47.425481600000005 43.048525950000005 49.111504200000006 56.301440000000007 55.957851400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 17 7 8 9 -7 11 13 -13 14 -3 -15 -17 18 -5 -19 21 22 23 -4 -23 26 -26 28 -27 -29
right_child=1 2 20 4 -6 6 -8 -9 -10 -11 -12 12 -14 15 -16 16 -18 19 -20 -21 -22 24 -24 -25 25 27 -28 29 -30 -31
leaf_value=1.6179885108297218 3257.5240202829791 23187.731744025736 85537.667456054696 50504.047355143237 59150.926239224144 -19750.337115743889 3977.0069261453923 -96484.741371783093 61290.187941576092 -108981.61079545454 -26952.106072126116 -6468.5993832236845 115677.27892628206 95379.40784179687 -67215.220350713324 56283.828074919875 -40519.102022058825 14277.537516276041 -56280.320052083342 88632.903422619056 -795.97993994371143 90895.618990384624 -121721.70697916667 -28724.322622337222 -99631.242548076931 144911.95948057433 31354.562619357639 -37864.810072544642 -19444.735295410159 7453.8816667266701
leaf_weight=4302555 1960 34 28 24 29 46 59 34 23 22 28 38 39 20 23 39 34 27 24 21 12233 26 30 311 39 37 27 77 60 217
leaf_count=4302555 1960 34 28 24 29 46 59 34 23 22 28 38 39 20 23 39 34 27 24 21 12233 26 30 311 39 37 27 77 60 217
internal_value=0 -445.992 -977.818 7729.87 -3620.53 -10121.9 -26860.2 -41415.3 -20840 -48619.3 21483.9 27458.4 55397.5 13116.3 -13290.7 29301.2 11197.5 21959.9 -2888.14 46808 -1353.14 -9352.89 -27614.8 -19286.8 4598.76 -310.908 -46046.1 7409.11 43248 -4415.3
internal_weight=0 15609 13649 564 309 280 184 125 91 68 255 227 77 150 57 93 73 96 48 48 13085 852 369 339 483 457 66 391 97 294
internal_count=4318164 15609 13649 564 309 280 184 125 91 68 255 227 77 150 57 93 73 96 48 48 13085 852 369 339 483 457 66 391 97 294
is_linear=0
shrinkage=0.1


Tree=4121
num_leaves=31
num_cat=0
split_feature=4 5 5 3 0 1 1 1 0 1 1 5 3 6 5 3 2 5 0 0 0 5 1 3 0 1 5 5 1 0
split_gain=3.55873e+11 2.58247e+12 7.13344e+12 1.54022e+13 1.83981e+13 1.61431e+13 1.11862e+13 1.10302e+13 1.33684e+13 1.01212e+13 9.10633e+12 7.00294e+12 1.49136e+13 7.37779e+12 6.90576e+12 1.24297e+13 9.17663e+12 8.61441e+12 8.13526e+12 8.94728e+12 1.20032e+13 1.91161e+13 1.63179e+13 8.60551e+12 1.10256e+13 1.47617e+13 1.14776e+13 1.7612e+13 1.14009e+13 1.71334e+13
threshold=4.5000000000000009 110.05000000000001 114.05000000000001 6.5000000000000009 56.819808050000006 44.005491150000005 65.659480050000013 37.642309100000013 59.916647550000008 37.362912300000012 30.315880100000005 116.06000000000002 4.5000000000000009 1.5000000000000002 104.75000000000001 13.500000000000002 15.500000000000002 71.715000000000018 60.017447350000005 59.939091550000008 59.916647550000008 82.00500000000001 30.346469350000003 5.5000000000000009 56.143542450000005 30.305955500000003 29.985000000000003 61.845000000000006 37.971176850000006 55.299834250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 -3 7 -7 8 9 -5 -6 12 -4 -14 16 -16 18 -18 19 20 23 -22 -23 24 28 -26 -27 -28 -2 -30
right_child=1 2 11 5 10 6 -8 -9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-1.6589416217903192 -27612.220980149876 6323.7044847705702 49126.991013997402 81469.057296620245 131632.36848958334 57688.42764528509 -22542.359984375002 -53174.427426147464 -59397.911752717395 -8803.554763454862 53389.765073529416 1353.9355361595099 14269.013585069444 -35864.779266779682 -5988.7747357548897 -50075.519665527347 3001.8291766826924 86083.552587890634 23207.528375927053 -27291.220151289683 111102.9553873698 -31800.667433810766 53842.854256924722 2565.2443854241205 39212.085782877606 -91961.470312500009 36695.090238917153 -32025.950532417704 -3844.3378502887231 33863.946082300645
leaf_weight=4303792 147 79 30 23 21 57 25 64 23 27 51 8843 36 159 740 70 26 24 143 126 24 45 44 2301 36 26 43 281 713 145
leaf_count=4303792 147 79 30 23 21 57 25 64 23 27 51 8843 36 159 740 70 26 24 143 126 24 45 44 2301 36 26 43 281 713 145
internal_value=0 496.781 1465.99 15076.2 39647.2 -1865.49 33227.8 -22870.2 3697.81 32721.8 76210.5 910.658 -16511.1 -26609.3 -1357.17 -9798.74 300.845 42881.1 -221.74 -1074.04 -205.874 31898.5 10540 -1188.48 -7397.92 -21763.6 -28035.4 -22905.6 -1880.34 2528.27
internal_weight=0 14372 9438 370 151 219 82 137 73 50 72 9068 225 195 4934 810 4124 50 4074 3931 3805 113 89 3692 1391 386 350 324 1005 858
internal_count=4318164 14372 9438 370 151 219 82 137 73 50 72 9068 225 195 4934 810 4124 50 4074 3931 3805 113 89 3692 1391 386 350 324 1005 858
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=31
num_cat=0
split_feature=5 4 0 5 1 1 0 5 5 5 1 2 3 1 3 5 5 5 1 2 5 1 2 1 0 0 5 5 3 3
split_gain=3.12022e+11 3.27638e+12 4.54646e+12 1.63151e+13 1.15755e+13 1.09327e+13 6.59556e+12 1.44764e+13 6.24954e+12 8.72923e+12 2.61862e+13 1.05319e+13 7.65026e+12 1.13841e+13 5.85249e+12 7.96784e+12 5.67708e+12 5.31097e+12 9.92821e+12 4.30176e+12 3.64117e+12 3.35454e+12 5.02057e+12 3.15303e+12 2.58868e+12 8.01244e+12 1.10226e+13 2.47266e+13 3.41906e+13 2.10609e+13
threshold=150.04500000000004 5.5000000000000009 59.916647550000008 137.05000000000004 30.332994000000003 30.323743050000001 59.939091550000008 118.33500000000002 142.05000000000004 132.05000000000004 41.950906500000009 9.5000000000000018 8.5000000000000018 37.914142000000005 10.500000000000002 116.06000000000002 120.05000000000001 123.15000000000002 39.630124250000001 1.5000000000000002 101.05000000000001 45.148007750000012 3.5000000000000004 48.712293450000011 45.022371150000005 45.013473000000012 225.45000000000002 177.02500000000003 14.500000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 -5 -3 16 -8 9 11 -11 12 13 -7 15 23 -4 18 -15 -20 -21 22 -10 -14 25 -2 27 28 -27 -29
right_child=24 2 3 4 -6 8 7 -9 21 10 -12 -13 14 17 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=2.7377851416346282 926.54465462080213 -75903.346964843746 -12627.765372983871 109067.00203804349 5045.2157812500009 -73660.151416015622 16186.741763392856 -72951.903536184211 -15782.487343750001 83540.319001850337 -45260.691637731485 -65481.052759576618 24354.517347301138 61037.463009510866 -16393.088112035293 71294.286451134321 52154.673437500001 -46095.062569754467 -51104.574928977272 -18893.630452045643 30859.319433593751 -6914.1394375000009 -83621.910221354163 -12544.483872070312 -981.64793864892295 -48931.006595552892 -25025.159662828948 138266.72227783204 97495.012635869571 26768.935481770834
leaf_weight=4301848 2119 25 31 23 20 32 35 38 20 38 27 31 55 23 58 26 24 28 22 38 24 25 24 40 13309 52 38 32 23 36
leaf_count=4301848 2119 25 31 23 20 32 35 38 20 38 27 31 55 23 58 26 24 28 22 38 24 25 24 40 13309 52 38 32 23 36
internal_value=0 1.61908 -6805.32 7392.17 60684.8 -11334.7 -10510.8 -30214.2 -8175.81 -3806.35 30038.4 -9641.65 -4638.69 -20033.3 9723.86 22242.7 15640.9 -7321.74 2824.55 -13114.7 365.576 -36165.6 -52785.8 8818.1 -446.292 2651.56 22846.6 35567.8 -4027.03 79238.5
internal_weight=0 4.30256e+06 707 171 43 536 128 73 511 442 65 377 346 167 179 121 55 135 107 84 62 69 44 95 15609 2300 181 143 75 68
internal_count=4318164 4302555 707 171 43 536 128 73 511 442 65 377 346 167 179 121 55 135 107 84 62 69 44 95 15609 2300 181 143 75 68
is_linear=0
shrinkage=0.1


Tree=4123
num_leaves=31
num_cat=0
split_feature=4 1 1 1 3 1 5 5 0 5 5 3 3 0 5 1 3 5 2 0 5 2 3 5 1 1 1 1 3 5
split_gain=3.46556e+11 2.39225e+12 7.47464e+12 9.12047e+12 1.2551e+13 1.3146e+13 1.23978e+13 2.30704e+13 1.21831e+13 2.26405e+13 2.23432e+13 1.56268e+13 2.78014e+13 9.69389e+12 2.21394e+13 1.26722e+13 1.76871e+13 2.37024e+13 8.24035e+12 8.14741e+12 1.12085e+13 8.01258e+12 7.13419e+12 5.96204e+12 5.7295e+12 1.3383e+13 5.55481e+12 1.59462e+13 5.51426e+12 8.29061e+12
threshold=4.5000000000000009 38.950530550000003 39.080602550000002 39.003296000000006 17.500000000000004 39.007683500000006 103.45000000000002 94.040000000000006 45.022371150000005 177.02500000000003 161.85000000000002 8.5000000000000018 5.5000000000000009 45.047272400000004 128.92000000000004 38.975980350000007 4.5000000000000009 150.04500000000004 13.500000000000002 45.067452850000002 177.02500000000003 23.500000000000004 9.5000000000000018 20.010000000000002 38.151577750000008 38.096381250000007 38.975980350000007 38.969379750000009 15.500000000000002 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 23 3 6 5 -5 7 -3 10 11 22 12 -10 14 -8 16 -15 -18 -17 20 -19 -6 -7 -2 25 -25 27 -16 29 -26
right_child=1 2 -4 4 21 8 13 -9 9 -11 -12 -13 -14 15 26 18 17 19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-1.6370821273681431 -55882.823359375005 -3960.4867424242425 551.01960446006376 106898.93532608697 -29468.93454879502 46288.727734375003 -106024.91537905094 132150.67500000002 -9744.3925708912047 -81659.03125 118319.8174107143 -11197.181278935186 130126.78473958334 -31917.310361328127 3967.0232954545459 -61810.784406672305 125651.88825000002 56571.183802083338 14411.801528532609 65811.464995285569 -16644.759754302537 43772.825937500005 -30244.247786458334 -682.78730178081855 -3160.3339396941356 58171.589743589742 23955.41415777439 -94340.427299360803 15030.388452576757 -36808.792269587859
leaf_weight=4303792 20 33 9025 23 59 29 27 20 27 23 35 54 30 50 66 37 25 30 23 29 69 20 21 4144 156 39 41 22 57 138
leaf_count=4303792 20 33 9025 23 59 29 27 20 27 23 35 54 30 50 66 37 25 30 23 29 69 20 21 4144 156 39 41 22 57 138
internal_value=0 490.235 1368.91 10677.2 23681.6 34979.4 1833.12 47402.2 27426.2 8641.04 57040.4 27351.9 63872 -3930.99 -23680.6 7783.59 19717.3 36591.4 -32592.1 19196.7 5541.89 -10926.7 14144.9 -1404.11 -1163.8 -134.061 -6445.69 -20609.8 -13435.6 -18954.5
internal_weight=0 14372 9818 793 321 242 472 53 219 134 85 111 57 419 156 263 203 153 60 128 99 79 50 4554 4534 4183 129 88 351 294
internal_count=4318164 14372 9818 793 321 242 472 53 219 134 85 111 57 419 156 263 203 153 60 128 99 79 50 4554 4534 4183 129 88 351 294
is_linear=0
shrinkage=0.1


Tree=4124
num_leaves=31
num_cat=0
split_feature=3 0 0 5 4 0 1 5 5 0 0 2 0 0 0 5 0 5 1 6 5 3 5 2 4 0 3 1 4 1
split_gain=3.09599e+11 2.53027e+12 7.54822e+12 3.8287e+12 5.24262e+12 4.0868e+12 3.16175e+12 3.53762e+12 3.12714e+12 2.13329e+12 6.54172e+12 5.35794e+12 8.59526e+12 2.98693e+13 6.32155e+12 1.06872e+13 5.68539e+12 1.825e+13 8.97109e+12 1.26016e+13 1.23222e+13 1.11813e+13 1.00044e+13 8.36363e+12 8.27468e+12 5.77803e+12 5.35294e+12 2.04412e+13 1.73812e+13 1.36491e+13
threshold=28.500000000000004 59.882016200000002 59.853570100000006 58.755000000000003 1.5000000000000002 59.904813200000007 30.346469350000003 107.05000000000001 39.995000000000012 55.885524800000006 55.806974650000008 2.5000000000000004 55.762622900000004 55.755036050000008 55.751981950000008 41.995000000000012 55.795550600000006 90.015000000000015 37.712318250000003 1.5000000000000002 59.810000000000009 36.500000000000007 40.005000000000003 29.500000000000004 2.5000000000000004 55.801980100000009 35.500000000000007 37.752451500000006 1.5000000000000002 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 8 -6 -5 -8 -3 10 11 12 13 14 -2 -16 -13 18 20 21 23 -20 -23 25 -22 -18 27 -12 -29 -28
right_child=1 3 -4 6 5 -7 7 -9 -10 -11 26 16 -14 -15 15 -17 17 -19 19 -21 24 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=2.4161243600559903 4820.2462912584742 15659.5767522928 -56439.950520833343 -42173.008144531253 19920.215288254312 77076.818359375 -8472.1542440878384 38928.987148437496 -17763.451245777029 -1628.3242914445177 3436.3417976032893 -529.72908952617172 39457.885981830797 -101105.83042367789 94421.235617897735 9375.6992708333328 -11194.978859890633 -61235.281839247888 -288.0719512780783 57122.707656777871 -102013.19932391828 -99349.596164772738 -1627.3342187500002 27514.026789794923 -26063.153430175782 -51534.968483231707 -83348.684635416663 -7354.5409950657895 76443.229770026417 -1882.4532622094848
leaf_weight=4283289 567 115 24 20 29 22 74 20 37 9360 4811 16796 76 26 22 45 265 59 1154 37 26 22 20 50 32 41 21 38 71 995
leaf_count=4283289 567 115 24 20 29 22 74 20 37 9360 4811 16796 76 26 22 45 265 59 1154 37 26 22 20 50 32 41 21 38 71 995
internal_value=0 -296.744 -378.324 8596.72 16832.4 44576 -6068.6 1613.19 7523.71 -339.363 139.889 -755.552 7611.82 3944.7 8252.77 37301.1 -1088.4 -6588.68 -4631.09 -354.528 -17367.8 -2132.67 -52815.2 -10404.2 -60109.7 -16600 3041.93 4406.55 47229.3 -3566.3
internal_weight=0 34875 34558 317 203 51 114 94 152 34534 25174 19238 736 660 634 67 18502 1706 1647 1233 414 1196 42 356 58 306 5936 4920 109 1016
internal_count=4318164 34875 34558 317 203 51 114 94 152 34534 25174 19238 736 660 634 67 18502 1706 1647 1233 414 1196 42 356 58 306 5936 4920 109 1016
is_linear=0
shrinkage=0.1


Tree=4125
num_leaves=31
num_cat=0
split_feature=2 5 4 1 1 1 1 5 5 5 1 5 5 5 5 6 2 4 5 5 5 5 0 1 5 6 3 5 5 4
split_gain=3.38006e+11 1.287e+12 2.54111e+12 3.14617e+12 1.83353e+12 1.82116e+12 5.80145e+12 5.05062e+12 3.23975e+12 8.73648e+12 3.84447e+12 2.3811e+12 1.70126e+12 1.08656e+12 8.6784e+11 2.95905e+12 7.08839e+11 1.10403e+12 4.09927e+12 3.56134e+12 2.74343e+12 1.07848e+12 1.15755e+12 1.18969e+12 1.13191e+12 1.44348e+12 2.99702e+12 1.72925e+12 2.0342e+12 2.36718e+12
threshold=33.500000000000007 68.00500000000001 2.5000000000000004 37.737121850000008 37.752451500000006 37.542000650000013 37.582182450000005 51.815000000000005 51.815000000000005 40.205000000000005 37.767735350000002 42.895000000000003 86.02500000000002 37.995000000000012 79.010000000000005 1.5000000000000002 32.500000000000007 2.5000000000000004 76.730000000000018 80.00500000000001 66.990000000000023 63.455000000000005 55.885524800000006 60.528664650000003 60.310000000000009 1.5000000000000002 35.500000000000007 53.385000000000012 43.405000000000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 5 3 -3 12 7 -7 11 9 13 -10 -2 -4 -8 -6 -16 -1 20 -19 -20 21 22 24 -24 25 26 27 28 -18 -30
right_child=1 2 4 -5 14 6 8 -9 10 -11 -12 -13 -14 -15 15 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.18373394523137876 -1284.272465945513 2756.5385923032409 8322.9711123511916 -45085.701534598222 29077.982124999999 61621.843625710229 8588.3581649780281 32524.935459681921 -40595.796664663467 65113.286429398147 14906.471451822916 -38414.233379536294 -31469.240846946021 -18933.620162259616 -18068.105894531251 30586.188644531256 -2207.6158414470615 -40715.002876674109 36857.963632812505 -13367.721362304688 34768.853476562501 -22463.640465856482 -17259.125944855925 7481.0777982271647 23640.784421502976 21166.017773437503 -38950.454520089283 -16971.330708644702 39113.108209425402 -999.620361328125
leaf_weight=4317174 39 27 21 28 25 22 32 28 26 27 24 31 22 26 25 25 134 35 20 48 20 27 77 26 21 28 21 46 31 28
leaf_count=4317174 39 27 21 28 25 22 32 28 26 27 24 31 22 26 25 25 134 35 20 48 20 27 77 26 21 28 21 46 31 28
internal_value=0 2810.08 -3847.47 -21599.5 4426.79 7326.77 14003.5 -3369.69 6243.53 18124.8 -13954.7 -17727.5 -12035.8 -3749.08 13865.4 6259.04 -0.278556 -3551.5 -12907.9 1404.54 -1451.91 -3102.06 -1833.21 -11014 1227.06 -407.277 -2730.55 451.947 4604.64 20076.6
internal_weight=0 428 173 55 118 255 157 98 135 85 50 70 43 58 75 50 4.31774e+06 562 103 68 459 439 412 103 309 288 260 239 193 59
internal_count=4318164 428 173 55 118 255 157 98 135 85 50 70 43 58 75 50 4317736 562 103 68 459 439 412 103 309 288 260 239 193 59
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=31
num_cat=0
split_feature=1 0 1 0 6 3 0 5 0 5 2 3 1 3 4 1 3 4 0 2 3 5 5 3 3 5 0 6 3 2
split_gain=3.03536e+11 3.53088e+12 2.07937e+13 1.90695e+13 3.30858e+13 4.99677e+13 5.12588e+13 4.34687e+13 4.00733e+13 3.46028e+13 2.92975e+13 2.99905e+13 4.21917e+13 9.1512e+13 3.0648e+13 2.8652e+13 2.66204e+13 2.65436e+13 2.03677e+13 1.96915e+13 2.73826e+13 3.22621e+13 2.12407e+13 1.96968e+13 2.2583e+13 1.91175e+13 1.84143e+13 6.58791e+13 1.22241e+14 3.00164e+13
threshold=30.305955500000003 59.916647550000008 30.207352000000004 59.853570100000006 1.5000000000000002 19.500000000000004 59.846652800000008 36.995000000000012 59.834458500000004 38.210000000000008 14.500000000000002 10.500000000000002 30.278357500000002 12.500000000000002 3.5000000000000004 30.278357500000002 16.500000000000004 4.5000000000000009 59.846652800000008 9.5000000000000018 13.500000000000002 76.730000000000018 88.015000000000015 20.500000000000004 22.500000000000004 35.505000000000003 59.932719750000011 1.5000000000000002 8.5000000000000018 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 -8 -6 -4 11 -10 14 18 -13 -7 -12 19 -14 23 21 -21 -22 -5 -25 -18 27 -3 -29 -30
right_child=-2 26 3 17 8 15 7 -9 10 -11 16 12 13 -15 -16 -17 25 -19 -20 20 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=119.39578994286246 5.4167369233553009 -25609.445249002703 8777.3423890222675 -7667.8334352883749 -12183.78641887346 8079.884433559605 -30600.278918671189 -108358.8480466425 2708.1045902236892 -25344.983683582574 -93136.012586805562 8539.5266694738766 109043.28484421229 -1058.8047728207237 122584.735546875 82576.540811011917 -52099.729466302713 56831.728540826618 12336.082093750001 -44937.694689759213 -18614.807120385805 -181094.43648437501 82316.884126420468 115079.28314732143 -18651.924320652175 3822.8637135472791 60.925707833720764 3288.6980978272863 48509.157775395463 114208.22856212799
leaf_weight=72760 4145141 471 517 5432 1495 286 228 105 3240 699 45 1297 169 190 24 63 83 62 25 134 399 20 22 28 23 232 82716 1770 404 84
leaf_count=72760 4145141 471 517 5432 1495 286 228 105 3240 699 45 1297 169 190 24 63 83 62 25 134 399 20 22 28 23 232 82716 1770 404 84
internal_value=0 -129.77 -575.976 -3990.42 -981.293 -12655.2 -20356.9 -55118.7 2277.11 -10837.4 6352.33 8357.45 19092.9 48269.6 10611.5 21527.7 -21190.3 -8267.12 96581 -8933.36 -26538.9 -62620.4 -13340.5 -7087.08 54769.1 -10912.3 327.575 8409.72 15505.8 59818
internal_weight=0 173023 87578 14818 8698 1898 1549 333 6800 1216 5305 4945 1705 384 1321 349 360 6120 194 6058 575 154 421 5483 51 315 85445 2729 2258 488
internal_count=4318164 173023 87578 14818 8698 1898 1549 333 6800 1216 5305 4945 1705 384 1321 349 360 6120 194 6058 575 154 421 5483 51 315 85445 2729 2258 488
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 0 0 0 1 0 3 0 3 2 2 5 3 6 0 5 6 2 5 5 5 2 3 5 1
split_gain=3.21389e+11 4.54802e+12 2.1432e+13 3.18559e+13 4.75852e+13 3.00978e+13 3.94506e+13 2.39731e+13 3.43996e+13 2.24125e+13 2.71469e+13 4.33671e+13 2.47021e+13 3.1776e+13 2.46183e+13 2.32659e+13 2.05383e+13 2.51643e+13 2.47532e+13 2.38297e+13 2.0511e+13 2.08072e+13 1.00796e+14 5.17215e+13 2.28682e+13 4.07437e+13 2.14183e+13 2.00926e+13 1.98898e+13 1.83417e+13
threshold=56.635684300000008 56.197733450000008 43.574807850000006 38.422276900000007 43.048525950000005 92.035000000000011 56.338501050000012 56.320495600000008 56.301440000000007 38.233559750000005 56.320495600000008 16.500000000000004 56.320495600000008 18.500000000000004 17.500000000000004 7.5000000000000009 69.015000000000015 4.5000000000000009 1.5000000000000002 56.301440000000007 35.985000000000007 1.5000000000000002 6.5000000000000009 77.715000000000018 59.810000000000009 53.995000000000012 3.5000000000000004 8.5000000000000018 177.02500000000003 44.660994650000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 7 -7 8 -5 12 11 20 16 14 28 -13 18 19 -3 -18 -11 22 -22 24 25 -23 -26 -19 -14 -4
right_child=-2 2 29 4 -6 6 -8 -9 -10 10 -12 15 13 -15 -16 -17 17 27 -20 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=8.6736078625268167 51.311449218548489 7458.369003385058 1167.1191346234109 -15215.953422303131 -3048.9495847793096 -192733.99307065218 -25956.386404666388 -7258.0288481409625 -49298.937274325493 1845.0676948051948 -3062.1057288582369 30131.92834662896 359.21114144767239 100113.38154602051 -110512.44179687501 -20268.83371906112 -33468.57340541295 -46140.568693084722 -6784.3454206089737 39199.099518447038 -160597.40267857144 51093.826627173017 149234.79776785715 224684.56796875002 -67821.716165283215 169482.81360677083 58483.34075969828 -14687.886630666173 86259.85092592593 -1802.1070704340386
leaf_weight=3237744 951662 1490 62986 828 5278 23 37 1090 461 77 719 154 16129 32 20 226 70 320 6740 127 21 151 21 20 25 36 29 556 27 31065
leaf_count=3237744 951662 1490 62986 828 5278 23 37 1090 461 77 719 154 16129 32 20 226 70 320 6740 127 21 151 21 20 25 36 29 556 27 31065
internal_value=0 -14.505 -597.354 -2721.17 -8387 -19938.6 -89887.8 -18174.4 -27405.4 -1101.2 10866.9 24044.4 -1795.04 562.445 365.51 156.738 -5902.34 -18915.2 -4205.77 13378.1 47932 59643.9 -5681.3 70156 57332 73885.3 8.77737 -26177.5 502.769 186.385
internal_weight=0 3.3665e+06 128758 34707 7717 2439 60 2379 1289 26990 1479 760 25511 16208 16176 380 9303 1073 8230 197 380 303 42 261 241 187 54 876 16156 94051
internal_count=4318164 3366502 128758 34707 7717 2439 60 2379 1289 26990 1479 760 25511 16208 16176 380 9303 1073 8230 197 380 303 42 261 241 187 54 876 16156 94051
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=31
num_cat=0
split_feature=3 0 5 5 1 2 0 3 5 5 5 2 1 6 5 2 1 3 1 3 3 6 3 5 2 5 2 0 5 1
split_gain=3.59134e+11 3.25953e+12 9.01914e+12 2.55688e+13 2.75606e+13 2.28501e+13 2.24683e+13 2.07483e+13 1.53128e+13 2.297e+13 1.4775e+13 1.19113e+13 1.02846e+13 1.43173e+13 1.00879e+13 1.22735e+13 1.97057e+13 9.85894e+12 9.46168e+12 7.50407e+12 9.66238e+12 1.73885e+13 2.00361e+13 1.56549e+13 1.09178e+13 8.19263e+12 7.48888e+12 7.01747e+12 2.2912e+13 1.79289e+13
threshold=10.500000000000002 43.592450450000008 32.355000000000011 30.990000000000006 39.726951800000002 2.5000000000000004 43.465905150000005 11.500000000000002 29.985000000000003 28.035000000000004 34.010000000000012 7.5000000000000009 39.787929450000007 1.5000000000000002 33.805000000000007 7.5000000000000009 39.753614400000011 16.500000000000004 39.787929450000007 11.500000000000002 12.500000000000002 1.5000000000000002 16.500000000000004 22.030000000000005 4.5000000000000009 27.010000000000002 6.5000000000000009 44.226894250000008 13.050000000000002 39.753614400000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 19 -5 -6 -7 9 17 14 12 -9 -14 -4 16 -16 -8 -17 -2 25 22 -22 -23 -25 -21 -11 28 -3 -30
right_child=1 27 10 5 6 7 8 11 -10 26 -12 -13 13 -15 15 18 -18 -19 -20 20 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=22.452772708993429 10249.906635860991 -104865.76131924718 -7693.6500451660168 115352.35471191407 -16311.782490519734 -69507.900632440476 13309.581042829241 41093.021732954548 -14958.634221780711 62228.855086263029 1281.3851773707834 55389.62320078125 -63576.839093017581 38598.112434895833 66127.496015625002 -123797.89104567308 -53586.336345880678 69066.47098418446 -33550.049776785716 -105828.37212701613 73919.770186491936 11869.227294921875 -49265.514402173918 -45915.286284722228 -143396.13 -31204.488839285717 139693.06838942308 -35.817232040802246 261.09383982871282 -10037.074066854229
leaf_weight=2688514 41 22 220 32 154 21 140 55 58 24 14023 125 32 24 20 26 44 41 21 31 31 24 23 27 20 28 26 1606029 5922 2366
leaf_count=2688514 41 22 220 32 154 21 140 55 58 24 14023 125 32 24 20 26 44 41 21 31 31 24 23 27 20 28 26 1606029 5922 2366
internal_value=0 -37.0415 1415.16 10814.8 63.5281 35665.5 14539.4 25743.4 30979.2 42513.3 788.471 34219.1 10378.5 -19787.6 -20094.1 -44671.6 -16175.8 25939.6 -83474.4 -28437.9 -37058.5 -21314.9 21452 -53841.9 -87396.5 -70413.6 102510 -50.8147 -2949.29 -2678.75
internal_weight=0 1.62965e+06 15311 957 668 289 443 257 289 231 14354 236 111 56 331 111 64 181 47 225 184 125 54 71 47 59 50 1.61434e+06 8310 8288
internal_count=4318164 1629650 15311 957 668 289 443 257 289 231 14354 236 111 56 331 111 64 181 47 225 184 125 54 71 47 59 50 1614339 8310 8288
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=31
num_cat=0
split_feature=5 4 1 0 5 0 1 0 3 0 1 5 3 0 5 2 2 5 1 1 1 1 4 0 5 0 4 2 3 0
split_gain=3.27484e+11 2.70475e+12 4.0927e+12 7.8047e+12 1.02412e+13 1.06891e+13 6.35023e+12 1.47473e+13 6.05029e+12 1.23009e+13 1.35291e+13 1.20611e+13 1.17022e+13 1.03069e+13 9.70011e+12 1.34008e+13 7.70764e+12 5.34465e+12 4.76491e+12 4.67041e+12 7.66885e+12 8.59843e+12 6.59896e+12 3.44338e+12 6.76588e+12 3.29088e+12 2.70322e+12 4.17998e+12 1.15701e+13 1.16181e+13
threshold=150.04500000000004 5.5000000000000009 30.362552800000003 59.916647550000008 137.05000000000004 59.932719750000011 30.468306550000005 59.932719750000011 8.5000000000000018 51.83362145000001 39.726951800000002 132.05000000000004 3.5000000000000004 47.425481600000005 112.04500000000002 4.5000000000000009 8.5000000000000018 123.15000000000002 37.998366300000008 37.66934650000001 38.151577750000008 44.005491150000005 6.5000000000000009 56.838612000000005 118.33500000000002 45.063245200000004 2.5000000000000004 1.5000000000000002 5.5000000000000009 52.719210700000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -4 9 10 11 -8 -12 16 18 -16 25 -7 -11 22 -21 -22 -15 24 -23 -10 27 28 -2 -30
right_child=26 2 6 4 -6 17 8 -9 13 14 12 -13 -14 19 15 -17 -18 -19 -20 20 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.6751500420816643 -16202.52211188717 -32764.331826171874 -99915.615922037759 50603.566210937504 70265.511504536291 10812.58203125 3948.4828857421876 13433.597336647726 25336.307830810547 -53327.778085937505 28375.149582307233 100132.55411931819 -63981.379101562503 82412.266508152185 -98429.457072129357 -9533.7501116071435 -64158.299584960943 -52983.364762931044 3811.044167751736 -47639.675892857143 71304.554856363931 -5981.9269938151047 4878.5422549293162 -31516.300455729172 62072.492931547626 -28869.609077380956 -955.90565417933476 5157.4855176326146 83932.703859375004 -760.24326171875009
leaf_weight=4301848 276 35 24 30 31 24 32 22 24 20 23 22 34 23 43 28 32 29 54 21 24 48 21 21 21 21 13649 1613 25 46
leaf_count=4301848 276 35 24 30 31 24 32 22 24 20 23 22 34 23 43 28 32 29 54 21 24 48 21 21 21 21 13649 1613 25 46
internal_value=0 1.65871 -6183.04 8540.74 21222.1 2904.72 -10114.7 -45705.1 -6917.08 -17787.7 7266.03 43134.6 -26714.7 3953.51 -36966.7 -63372 -26639.7 -24094.6 -11631.9 17113.7 7892.03 18121.6 45407.5 3939.42 14730.3 40.2133 -457.216 3015.55 -6941.07 29061.2
internal_weight=0 4.30256e+06 707 149 114 83 558 46 512 256 111 54 57 256 145 71 77 53 74 179 135 114 44 90 69 45 15609 1960 347 71
internal_count=4318164 4302555 707 149 114 83 558 46 512 256 111 54 57 256 145 71 77 53 74 179 135 114 44 90 69 45 15609 1960 347 71
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=31
num_cat=0
split_feature=4 2 3 5 2 0 0 2 1 5 2 5 5 1 1 3 2 5 3 6 5 3 5 1 5 3 5 0 3 3
split_gain=3.56077e+11 2.2814e+12 3.93599e+12 3.06878e+12 2.0466e+12 1.19085e+12 3.04343e+11 1.43539e+12 8.31306e+12 2.3698e+12 1.69609e+12 1.39297e+12 2.11954e+12 6.2477e+12 1.83204e+13 1.17728e+13 9.54e+12 1.10085e+13 9.87488e+12 1.21734e+13 9.17891e+12 6.97928e+12 6.72267e+12 6.42564e+12 1.34308e+13 1.44342e+13 1.13525e+13 1.04874e+13 3.68842e+13 1.77364e+13
threshold=8.5000000000000018 9.5000000000000018 6.5000000000000009 94.040000000000006 2.5000000000000004 55.601678500000013 61.785186750000001 15.500000000000002 40.247294600000011 72.705000000000013 14.500000000000002 32.005000000000003 49.505000000000003 40.810045900000013 52.307266200000008 3.5000000000000004 1.5000000000000002 82.00500000000001 4.5000000000000009 1.5000000000000002 78.010000000000005 4.5000000000000009 69.015000000000015 53.664171200000006 74.010000000000005 5.5000000000000009 84.030000000000015 63.563300600000012 5.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -4 -1 10 -9 -10 11 -8 -13 15 20 -14 17 -17 19 22 -15 -22 -18 24 27 26 -26 28 -16 -29
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 12 13 14 23 16 18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=2.0420497145392926 2109.7291954627403 35436.326094563803 -13905.802994791666 -47110.749534970237 42605.433276367192 16556.201004464288 -2074.8807943121706 62345.329003906256 11530.618968098959 -29306.118967013888 -22677.726177619486 948.6053927165824 -9941.3719421742098 -15614.562227959123 -35291.065663050744 -4862.1914267435559 39587.475179036461 -62531.582101779517 4569.7786205104958 14009.097878054356 -20428.901320684527 -99368.763606770837 114435.50266601563 -2203.5679737151295 29293.055090725808 9985.2020642550488 116337.42300646553 29511.692346708238 42173.545650850188 -4867.4380690564603
leaf_weight=4288328 26 21 33 21 24 21 3962 24 30 27 34 11489 687 569 222 411 30 36 3247 188 21 24 20 7790 31 106 29 248 85 380
leaf_count=4288328 26 21 33 21 24 21 3962 24 30 27 34 11489 687 569 222 411 30 36 3247 188 21 24 20 7790 31 106 29 248 85 380
internal_value=0 4938.42 -185.229 -14673.8 21547.7 -2059.47 -0.166976 -319.232 12974.6 -7813.1 -355.599 -329.937 -60.0166 -880.468 -2346.62 2136.59 4246.85 -9506.71 6010.94 25672.5 -19053 -62530.2 69526.7 -1192.9 5957.96 32170.5 71364.5 1304.18 -13843.2 8709.03
internal_weight=0 146 125 75 50 54 4.31802e+06 29690 81 57 29609 29575 25613 14124 9505 4619 3932 447 3485 238 614 45 50 8891 1101 166 60 935 307 628
internal_count=4318164 146 125 75 50 54 4318018 29690 81 57 29609 29575 25613 14124 9505 4619 3932 447 3485 238 614 45 50 8891 1101 166 60 935 307 628
is_linear=0
shrinkage=0.1


Tree=4131
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 0 5 3 5 6 0 1 1 1 0 0 5 5 0 4 5 5 1 0 1 0 0 5 5 5
split_gain=3.18925e+11 1.75136e+12 2.94124e+12 4.51336e+12 5.48722e+12 9.7527e+12 5.37627e+12 3.86952e+12 5.15921e+12 3.73977e+12 4.59056e+12 3.75512e+12 3.54828e+12 6.43685e+12 4.73362e+12 5.03739e+12 3.48763e+12 7.58628e+12 5.07758e+12 3.37262e+12 3.27533e+12 3.21784e+12 3.08869e+12 2.91964e+12 6.91898e+12 7.76374e+12 4.49798e+12 9.75363e+12 5.78345e+12 5.68067e+12
threshold=2.5000000000000004 1.5000000000000002 31.795000000000005 44.732363600000006 39.925119750000007 43.514103700000014 28.810000000000006 1.5000000000000002 30.725000000000005 1.5000000000000002 58.242297500000006 113.46563545000002 83.026705000000007 82.784560750000011 54.970187400000007 54.864040150000001 22.030000000000005 20.010000000000002 43.592450450000008 1.0000000180025095e-35 58.995000000000012 34.920000000000009 40.247294600000011 44.580511600000001 40.810045900000013 43.465905150000005 43.592450450000008 47.815000000000005 41.995000000000012 38.455000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 16 -8 -9 10 -4 12 13 23 15 -15 17 19 -18 -7 -14 -16 -6 24 25 -11 28 29 -27 -28
right_child=-2 -3 9 -5 22 6 7 8 -10 11 -12 -13 20 14 21 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=79678.561073370089 -4.4561030721833426 390.81280428071528 5237.5705592195754 -11.903926700019987 -20504.800882415773 -21773.995703125001 -10577.17400390625 51420.724602686219 258.65390625000003 -80638.768712797624 49571.935617187504 -15079.505444221319 2471.3537084764534 -33944.3454375 -8460.7187711242241 16450.947232055663 -41526.571166992188 65514.797880859376 3974.2266057477682 23436.736008522726 35898.948893229172 -23914.841917999031 3504.2187114053145 -1285.9490897691121 776.49140961105763 -21015.296953125002 -28632.223650251115 -86457.841867897732 51131.138789062505 17963.719135485197
leaf_weight=23 4205107 85197 355 13917 60 33 20 73 27 21 25 213 1278 25 282 96 32 25 105 33 30 258 501 9943 296 25 84 22 20 38
leaf_count=23 4205107 85197 355 13917 60 33 20 73 27 21 25 213 1278 25 282 96 32 25 105 33 30 258 501 9943 296 25 84 22 20 38
internal_value=0 165.743 -522.53 439.262 7176.25 16611.7 12443.5 29576.3 37607 -1620.19 8154.31 -1914.25 -1688.44 -2268.44 -11838.5 6038.7 3426.25 18601.5 -6653.7 831.37 3238.04 -15844.4 936.409 -1663.04 -9072.91 -22955.9 -16546.7 -25170.5 11049.8 -14118.7
internal_weight=0 113057 27860 14849 932 371 348 120 100 13011 380 12631 12418 11110 661 121 228 91 137 66 1308 540 561 10449 506 210 189 144 45 122
internal_count=4318164 113057 27860 14849 932 371 348 120 100 13011 380 12631 12418 11110 661 121 228 91 137 66 1308 540 561 10449 506 210 189 144 45 122
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=31
num_cat=0
split_feature=4 1 1 5 0 5 5 0 1 2 3 1 1 0 5 0 0 5 5 3 2 3 1 2 1 0 4 3 1 1
split_gain=3.008e+11 2.57364e+12 1.2025e+13 9.47292e+12 6.67088e+12 9.02573e+12 2.06192e+13 8.97025e+12 1.41777e+13 1.04932e+13 1.72993e+13 1.20562e+13 1.09106e+13 2.70877e+13 1.52474e+13 3.095e+13 1.20733e+13 9.44407e+12 8.77775e+12 8.03443e+12 7.88034e+12 1.14189e+13 1.44021e+13 1.11562e+13 1.17577e+13 9.38354e+12 1.26975e+13 1.13645e+13 8.91455e+12 2.00684e+13
threshold=4.5000000000000009 45.148007750000012 46.037218400000008 118.33500000000002 55.061033200000004 29.985000000000003 16.850000000000005 55.030402950000003 82.888608650000023 4.5000000000000009 6.5000000000000009 82.945329900000004 82.91993380000001 55.055104550000003 91.050000000000011 55.043101600000007 55.043101600000007 142.05000000000004 96.015000000000015 9.5000000000000018 3.5000000000000004 12.500000000000002 60.628582700000003 9.5000000000000018 82.897133550000021 57.057093650000006 6.5000000000000009 11.500000000000002 49.177301950000007 49.323301500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 -4 -9 17 -11 12 14 -14 16 -16 -12 18 -10 -17 21 -7 -23 25 -25 26 28 -27 -22 -30
right_child=1 2 4 -5 5 20 -8 8 9 10 11 -13 13 -15 15 19 -18 -19 -20 -21 23 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=-1.5251834916031504 -819.03626657831262 1024.3861200747283 733.90825630187999 86325.63036458334 -10093.167500000001 -34.915275234646266 114262.87646484375 -93466.400423177096 -33500.423851799242 37904.326666969479 69185.212207031247 -52944.876533203133 116796.84699388588 -42329.326718750002 -95213.082958026964 -22961.321796875 -5129.2539798460148 -70373.501529255329 38237.815828804349 34472.88399390244 -861.055519587199 -77103.99519440408 19592.473372395834 -627.31749553915904 -51028.048574942135 -8249.2639857806589 -42057.417023026319 61680.593140625002 80451.021677614612 17350.250624066663
leaf_weight=4303792 7529 23 2790 30 30 1188 24 21 66 86 32 60 23 20 51 60 69 47 23 41 240 43 24 324 54 330 38 25 53 1028
leaf_count=4303792 7529 23 2790 30 30 1188 24 21 66 86 32 60 23 20 51 60 69 47 23 41 240 43 24 324 54 330 38 25 53 1028
internal_value=0 456.727 1860.38 49308.1 1490.02 4618.91 45176.2 -1649.94 -12753.3 -9820.83 -2346.9 -12070.5 -3785.17 42784.7 -11700.2 -31711.6 18415.9 -34111.1 -14961.3 353.554 3964.56 -2300.18 -42466.5 7722.81 -7827.42 11152.2 14933.9 -3324.63 16573.3 20444
internal_weight=0 14372 6843 53 6790 3401 54 3389 599 578 442 356 296 43 253 152 101 136 89 101 3347 1255 67 2092 378 1714 1359 355 1321 1081
internal_count=4318164 14372 6843 53 6790 3401 54 3389 599 578 442 356 296 43 253 152 101 136 89 101 3347 1255 67 2092 378 1714 1359 355 1321 1081
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=31
num_cat=0
split_feature=4 5 0 0 2 1 5 5 4 4 0 4 1 2 2 1 1 0 0 2 0 2 0 1 3 0 2 4 0 3
split_gain=3.23364e+11 1.82475e+12 2.82645e+12 5.90106e+12 2.60912e+12 1.65821e+12 3.0743e+11 5.94135e+12 9.15816e+12 1.20339e+13 1.15758e+13 2.56168e+13 1.76257e+13 1.58432e+13 2.60102e+13 3.66286e+13 2.49525e+13 8.3626e+13 2.40245e+13 2.73256e+13 1.44602e+13 2.25502e+13 1.02076e+13 9.68404e+12 9.58578e+12 1.93199e+13 1.74638e+13 9.6623e+12 2.44023e+13 8.85813e+12
threshold=8.5000000000000018 225.45000000000002 56.054485600000007 55.078308950000007 5.5000000000000009 38.781124500000011 110.05000000000001 109.05000000000001 1.0000000180025095e-35 1.5000000000000002 59.916647550000008 2.5000000000000004 30.160599000000001 19.500000000000004 16.500000000000004 60.55755580000001 39.011252750000004 55.416472000000006 55.769960200000007 20.500000000000004 59.932719750000011 4.5000000000000009 59.904813200000007 39.071052600000009 19.500000000000004 60.035045000000004 8.5000000000000018 3.5000000000000004 60.003414000000006 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 7 -1 -9 -10 13 -12 -13 14 22 16 17 -16 29 -20 21 -14 -11 -18 26 -26 27 -22 -29 -15
right_child=1 -3 5 -5 -6 -7 -8 8 9 10 11 12 20 18 15 -17 23 -19 19 -21 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.83421136882797731 -6880.2246666217679 -23354.413203125001 49286.53192027699 -44594.898556385873 34532.891271972658 9501.6443750000017 -201.73856475287286 52910.337225506759 -56315.903599638099 1915.9338590681164 108609.99645833333 103817.98117187501 96948.064508213138 -44661.284810014207 226976.72611860797 165966.71108630951 -62187.898197115392 -23238.615541704963 -171633.59386160714 -28097.393272569447 19535.530682744567 -31583.343508184527 -66363.325639204544 12322.540367040096 74923.845410156253 -37138.371000000006 -67485.145902777775 -114258.14662642046 15749.53803013393 32765.43154513889
leaf_weight=4238305 29 20 22 23 32 20 74355 37 34 4586 30 20 39 22 22 21 26 34 21 36 115 21 22 53 40 25 45 22 42 45
leaf_count=4238305 29 20 22 23 32 20 74355 37 34 4586 30 20 39 22 22 21 26 34 21 36 115 21 22 53 40 25 45 22 42 45
internal_value=0 4706.11 9160.16 -1430.44 14844.7 30341.3 -0.159121 3.37284 3331.25 2986.5 3367.86 19745.4 12520.7 2030.98 2949.49 43108.2 23996.9 75060.3 -33257.4 -80979.2 7288.75 51962.1 1589.95 -12199.9 -1985.98 31823 -11796.6 2203.28 -28940.6 7341.73
internal_weight=0 146 126 84 61 42 4.31802e+06 4.24366e+06 5358 5321 5287 399 369 4888 4764 156 135 56 124 57 349 60 4608 79 289 65 224 179 64 67
internal_count=4318164 146 126 84 61 42 4318018 4243663 5358 5321 5287 399 369 4888 4764 156 135 56 124 57 349 60 4608 79 289 65 224 179 64 67
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 3 5 3 5 0 5 5 4 4 0 2 0 0 3 3 3 5 5 0 5 5 0 5 5
split_gain=3.03272e+11 1.10933e+13 2.76199e+13 4.21985e+13 3.01973e+13 3.78673e+13 1.79084e+13 3.21696e+13 1.87327e+13 1.82695e+13 1.78745e+13 2.00778e+13 1.73577e+13 1.66574e+13 1.4915e+13 1.34798e+13 1.61193e+13 1.29639e+13 1.27521e+13 1.2622e+13 2.2382e+13 3.75785e+13 2.42198e+13 1.68414e+13 1.6741e+13 1.43265e+13 1.1883e+13 1.20898e+13 1.17517e+13 3.86752e+13
threshold=38.151577750000008 38.096381250000007 55.899899800000007 55.591389050000011 1.5000000000000002 55.784980300000008 6.5000000000000009 104.75000000000001 8.5000000000000018 132.05000000000004 56.663136550000011 46.810000000000009 30.405000000000005 3.5000000000000004 1.5000000000000002 55.601678500000013 3.5000000000000004 56.093493200000005 56.320495600000008 9.5000000000000018 8.5000000000000018 6.5000000000000009 40.205000000000005 85.020000000000024 54.864040150000001 95.020000000000024 33.005000000000003 55.576287050000012 87.00500000000001 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 5 12 7 10 -8 -9 11 14 -5 28 -4 -15 -17 -13 -16 20 21 -3 -23 -24 -22 -21 -26 -28 29 -6
right_child=-2 2 6 4 13 -7 8 9 -10 -11 -12 17 -14 15 18 16 -18 -19 -20 25 24 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=6.7867226570769663 -16.815376989913887 4037.5408850857903 5961.9028985454706 25815.292733704813 11347.510473724789 -34144.352666015628 -32952.485633174707 141703.82572115384 -4422.4533302856935 16298.402232142858 -66744.689854307435 -24597.365069580079 96001.373386958614 120896.94809375 -16275.839300172302 88923.045386904763 -36518.354453125001 17173.250129812357 5722.6246603990994 -15255.139118405175 6211.4302254660088 21985.906962163397 -29659.652884199037 -123563.3940234375 -10309.21259527439 53402.30306396485 65860.699644396547 19039.956547906426 -27683.822395833333 89446.603002929696
leaf_weight=1222775 3078672 3966 1212 51 2588 40 244 26 4052 21 37 80 114 25 870 21 20 1043 378 605 342 94 424 20 41 32 145 89 72 65
leaf_count=1222775 3078672 3966 1212 51 2588 40 244 26 4052 21 37 80 114 25 870 21 20 1043 378 605 342 94 424 20 41 32 145 89 72 65
internal_value=0 41.7663 2600.37 6477.11 16102.3 53146.2 -1661.47 3471.48 -6042.87 85671.6 2404.24 3118.31 74307.5 13381.4 -1939.43 63021.8 27732.1 14197.6 -9612.84 1468.93 3120.21 673.313 -24126.9 -33889.6 20982.2 -11806.1 39351.6 48052.8 12179.1 13261
internal_weight=0 1.23949e+06 16717 8754 2996 205 7963 3667 4296 47 3620 3583 165 2791 2460 66 41 1123 1248 5758 5121 4504 538 444 617 637 275 234 2725 2653
internal_count=4318164 1239492 16717 8754 2996 205 7963 3667 4296 47 3620 3583 165 2791 2460 66 41 1123 1248 5758 5121 4504 538 444 617 637 275 234 2725 2653
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=31
num_cat=0
split_feature=5 5 3 0 6 3 3 1 1 3 6 1 2 1 1 1 0 1 1 0 1 0 0 1 0 1 0 0 3 3
split_gain=3.04075e+11 4.93466e+12 9.17341e+12 1.31572e+13 1.66815e+13 1.38767e+13 1.98231e+13 1.59645e+13 2.09219e+13 1.57393e+13 1.40716e+13 1.5082e+13 1.39639e+13 1.19193e+13 1.22883e+13 1.15259e+13 1.03444e+13 9.05093e+12 1.36336e+13 1.79281e+13 9.62998e+12 1.14101e+13 9.46651e+12 1.93303e+13 8.33216e+12 8.19569e+12 8.15589e+12 7.68921e+12 8.2751e+12 7.53532e+12
threshold=32.475000000000001 32.910000000000004 9.5000000000000018 55.899899800000007 1.5000000000000002 13.500000000000002 11.500000000000002 30.315880100000005 30.305955500000003 22.500000000000004 1.5000000000000002 30.226173900000003 9.5000000000000018 83.011163250000024 83.002084650000015 82.975438000000011 55.899899800000007 37.855187800000003 37.582182450000005 55.701368300000006 37.66934650000001 55.842510000000011 55.86787755000001 37.777459000000007 55.002082750000007 30.468306550000005 55.87722990000001 55.91302515000001 16.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 -4 6 7 8 -5 10 11 12 -7 14 15 -6 17 18 26 -20 21 -21 23 -22 -15 -8 -2 28 -13 -14
right_child=1 -3 3 5 13 9 25 -9 -10 -11 -12 27 29 24 -16 -17 -18 -19 19 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-72.589560369377395 6824.415109526416 1.1055825542037787 -6245.2497180395667 20263.311539713541 5844.3369613953864 23026.040259098103 -21242.721317569369 3202.4931239297948 139936.03757440476 -1434.0415958408657 3196.0615361349037 -3804.7134375000005 46479.2060546875 12998.899657489264 17233.519051048974 -11684.364984003172 -160.91817454606235 4186.1711571171863 7120.9592521432396 110508.70454644097 -19786.979723328433 38349.349023437499 71784.990771484372 41446.596309094552 -11309.427008474171 9793.6983206954665 -33161.882068536936 14265.688342567111 73243.854551630429 112778.56904296875
leaf_weight=509046 703 3787519 4875 48 1743 79 513 292 21 927 613 20 30 171 704 478 3784 4089 357 36 77 56 44 156 804 102 55 736 46 40
leaf_count=509046 703 3787519 4875 48 1743 79 513 292 21 927 613 20 30 171 704 478 3784 4089 357 36 77 56 44 156 804 102 55 736 46 40
internal_value=0 9.70078 1516.92 -284.812 -2345.48 4930.76 -5176.37 13425 56685.4 8890.84 15010.5 22625.9 51842.8 2529.23 5721.01 2071.84 3874.18 6613.96 13303.5 23097.3 38554.2 66585.6 29244.1 21210.6 -7046.12 -16095.2 3923.03 17197.8 49895.8 84364.6
internal_weight=0 3.80912e+06 21599 12242 8775 3467 976 361 69 2491 1564 951 149 3900 2925 2221 9357 5573 1484 726 369 92 277 233 975 615 758 802 66 70
internal_count=4318164 3809118 21599 12242 8775 3467 976 361 69 2491 1564 951 149 3900 2925 2221 9357 5573 1484 726 369 92 277 233 975 615 758 802 66 70
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 3 0 4 3 0 5 3 5 1 0 5 6 5 0 5 5 4 0 5 3 5 3 5 5 2
split_gain=3.12325e+11 7.00845e+12 4.89653e+13 2.59967e+13 3.59034e+13 3.83456e+13 2.38262e+13 2.68795e+13 2.42127e+13 8.69677e+13 3.16869e+13 2.3776e+13 2.37423e+13 2.2827e+13 3.21322e+13 1.93896e+13 1.66521e+13 1.62606e+13 1.60651e+13 1.73624e+13 1.56055e+13 2.27441e+13 2.21665e+13 2.14929e+13 2.10504e+13 4.40766e+13 2.90946e+13 1.7928e+13 1.7236e+13 1.5849e+13
threshold=39.704585000000002 39.666208800000007 47.297889100000013 11.500000000000002 47.249522000000006 24.500000000000004 47.236539400000005 3.5000000000000004 18.500000000000004 43.642715500000008 73.995000000000019 20.500000000000004 38.210000000000008 39.694727950000008 47.287300150000007 72.705000000000013 1.5000000000000002 66.040000000000006 47.228519500000004 81.910000000000011 62.385000000000012 3.5000000000000004 47.222459950000008 103.45000000000002 13.500000000000002 83.010000000000005 15.500000000000002 61.845000000000006 105.35000000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 20 10 -10 13 -4 14 15 -6 -14 -18 19 -7 27 22 24 -23 25 -22 -26 -5 29 -24
right_child=-2 2 12 4 11 18 7 -9 9 -11 -12 -13 16 -15 -16 -17 17 -19 -20 -21 21 23 28 -25 26 -27 -28 -29 -30 -31
leaf_value=-4.7737714474388033 23.026242494613072 -2381.1628843289341 -2330.1998396578988 13070.851342241458 -31668.307327517949 24649.100011750183 22908.773094157168 122009.1408203125 -63475.97780412947 4366.0127235414866 -228279.47375 -10705.847928607331 -4862.2384670384117 11061.583077389134 4567.0620608283052 -115411.48327205883 -16859.83843925934 -38714.856335743876 -5529.6504800998819 -42177.812092729051 -23345.758166503907 41214.869260817308 75354.639687500006 -80355.993017578134 136054.77484234309 140732.81704545455 49013.123400213073 -63888.519606854839 77837.86375596789 -10771.694369153913
leaf_weight=1793358 2491643 16917 1956 1285 148 334 1216 28 28 1683 20 2215 844 1417 347 34 1566 435 2093 44 64 26 25 33 59 22 110 31 36 147
leaf_count=1793358 2491643 16917 1956 1285 148 334 1216 28 28 1683 20 2215 844 1417 347 34 1566 435 2093 44 64 26 25 33 59 22 110 31 36 147
internal_value=0 -31.4112 -1471.88 109.053 3789.87 8023.12 13221.9 25139.3 9068 580.637 -132144 -3620.6 -10811.3 4444.06 -13281.9 -47312.6 -16642.2 -21610.9 -2103.03 16870.3 17061.3 31691.8 39143.1 -26782.4 58904.6 18627.8 79400.4 11258 14916.3 1746.67
internal_weight=0 1.82652e+06 33163 28362 11445 7284 4813 1244 3569 1731 48 4161 4801 1946 529 182 2845 2001 2471 378 1838 522 463 59 255 86 169 1316 208 172
internal_count=4318164 1826521 33163 28362 11445 7284 4813 1244 3569 1731 48 4161 4801 1946 529 182 2845 2001 2471 378 1838 522 463 59 255 86 169 1316 208 172
is_linear=0
shrinkage=0.1


Tree=4137
num_leaves=31
num_cat=0
split_feature=5 4 2 2 1 1 0 0 3 5 5 5 5 1 1 0 3 3 1 1 1 1 2 0 5 5 1 1 3 2
split_gain=3.13472e+11 3.12688e+12 7.3694e+12 2.23112e+13 4.27465e+13 3.71662e+13 3.72939e+13 3.14053e+13 1.84451e+13 1.84412e+13 5.63318e+13 3.32135e+13 1.93014e+13 1.73961e+13 1.68506e+13 1.63266e+13 1.56693e+13 2.19352e+13 1.45191e+13 1.33057e+13 3.23154e+13 3.11587e+13 2.70403e+13 2.12167e+13 2.30474e+13 2.32884e+13 1.85738e+13 1.31793e+13 2.46437e+13 2.51798e+13
threshold=96.015000000000015 2.5000000000000004 7.5000000000000009 6.5000000000000009 82.911991800000024 39.027779200000005 59.950068600000009 55.02863030000001 21.500000000000004 118.33500000000002 109.05000000000001 125.85000000000001 105.35000000000001 30.346469350000003 39.767857750000005 45.03656895000001 15.500000000000002 18.500000000000004 43.048525950000005 30.323743050000001 30.278357500000002 30.305955500000003 9.5000000000000018 59.963407450000012 112.04500000000002 100.05000000000001 30.243224600000001 37.214886200000009 11.500000000000002 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 9 -6 -2 10 12 -11 -5 -10 -7 18 -17 -18 -16 20 23 -22 -23 24 25 -4 -25 28 -21 -30
right_child=1 -3 19 4 7 14 -8 -9 13 11 -12 -13 -14 -15 15 16 17 -19 -20 27 21 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=5.1036074820576047 -2684.3634825677018 -15.150467079782164 -14346.70262009641 67352.791183035719 159131.79175781249 -89892.926070601854 -67203.355091594829 23154.922281901043 109692.51825284092 -77518.795320012025 229624.61265625001 69963.58203125 -36295.015198863635 16683.032551718166 95113.777636718762 -42083.702514648438 90223.174750000006 -39769.908506944448 3299.726917904713 99354.769384765634 -172650.46853076175 -124769.08806818182 17512.649770220589 -10667.077982954546 26349.424720982144 -122090.76617536273 96256.810229492199 -5921.5068886003419 -8261.0437481309818 74970.222713955969
leaf_weight=4168594 6569 138843 47 98 35 27 29 33 22 26 20 37 22 234 24 132 25 27 61 32 25 22 34 33 49 35 32 2744 209 44
leaf_count=4168594 6569 138843 47 98 35 27 29 33 22 26 20 37 22 234 24 132 25 27 61 32 25 22 34 33 49 35 32 2744 209 44
internal_value=0 -142.24 -1787.2 -37.7717 18517.1 8906.23 38874.3 93143 -1658.1 54028.3 74247 9097.84 48350.7 24676 -14582.3 -7023.21 -23767.7 22726.8 29223.7 -5714.16 -26692.8 -79824.1 -38383.7 -4735.44 -27911.1 -60335 41972.4 -3795.69 16671.9 6213.96
internal_weight=0 149570 10727 7421 596 528 232 68 6825 203 140 63 120 256 296 269 184 52 85 3306 277 81 56 196 131 82 65 3029 285 253
internal_count=4318164 149570 10727 7421 596 528 232 68 6825 203 140 63 120 256 296 269 184 52 85 3306 277 81 56 196 131 82 65 3029 285 253
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 5 5 5 0 1 1 5 1 1 3 0 1 5 0 5 5 5 3 5 5 4 5 5 5 5
split_gain=3.08737e+11 2.6759e+12 5.68252e+12 5.1019e+12 5.87518e+12 4.62248e+12 4.10519e+12 4.39996e+12 2.71958e+12 2.70698e+12 3.91381e+12 2.5789e+12 2.58042e+12 1.29174e+13 1.66225e+13 2.92024e+13 5.60055e+13 4.32959e+13 1.19612e+13 1.97539e+13 1.55104e+13 1.11958e+13 1.38551e+13 1.09241e+13 1.04469e+13 1.12151e+13 9.34589e+12 1.63485e+13 1.17583e+13 1.67616e+13
threshold=23.500000000000004 82.957885500000017 82.973038550000012 25.500000000000004 82.967723800000016 105.35000000000001 50.005000000000003 41.505000000000003 55.014170500000006 83.006817700000013 83.053286850000021 19.650000000000002 37.542000650000013 37.712318250000003 24.500000000000004 55.751981950000008 37.615058950000012 61.405000000000008 55.885524800000006 73.405000000000015 82.00500000000001 85.020000000000024 31.500000000000004 118.33500000000002 104.75000000000001 3.5000000000000004 78.710000000000022 76.00500000000001 74.010000000000005 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 6 9 7 -3 -8 -4 -11 -2 23 14 15 -14 -17 -18 20 -20 26 22 -22 24 -13 -26 27 28 29 -16
right_child=1 2 5 -5 -6 -7 8 -9 -10 10 -12 12 13 -15 18 16 17 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.2559055693680778 17948.209576039255 1111.2715830775669 -7587.9807995564233 45956.498986235121 23726.589615276156 -46502.412890625004 27655.911126302086 -40140.738719512199 2341.49076171875 34930.648113567077 2042.0345222770393 1157.1584946800606 1805.404420433975 606.98472335267058 -6088.4668969892218 22922.72875046503 -193492.99079026445 -36548.763500976565 -15767.241043862952 -124333.50587797619 124174.27031250001 9455.6165885416667 7876.1834077380954 -35575.781857910159 14911.854902661333 86084.536429398155 -48445.80103400736 69442.636004849148 -62812.214645724831 76219.668265625005
leaf_weight=4287645 81 70 259 42 187 22 60 41 145 41 308 11259 123 14497 2395 42 39 32 83 21 20 360 21 80 123 27 51 29 36 25
leaf_count=4287645 81 70 259 42 187 22 60 41 145 41 308 11259 123 14497 2395 42 39 32 83 21 20 360 21 80 123 27 51 29 36 25
internal_value=0 316.934 4996.34 12473.3 9677.46 -1471.8 1363.57 -14126 9750.59 157.592 5905.74 129.56 80.2383 -674.739 -6344.91 -31910.9 -68610.9 -122758 -4360.84 -37689.3 -3180.67 15094.5 64607 1248.22 1506.43 27722.9 -6070.4 -5200.72 -6082.1 -5238.18
internal_weight=0 30519 1175 545 503 630 316 111 205 608 349 29344 29263 17774 3277 236 113 71 3041 104 2937 401 41 11489 11409 150 2536 2485 2456 2420
internal_count=4318164 30519 1175 545 503 630 316 111 205 608 349 29344 29263 17774 3277 236 113 71 3041 104 2937 401 41 11489 11409 150 2536 2485 2456 2420
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=31
num_cat=0
split_feature=3 1 6 2 4 5 1 2 0 5 5 0 1 5 5 5 2 2 5 5 2 4 0 1 0 4 5 0 0 1
split_gain=3.0641e+11 3.28207e+12 1.21855e+13 2.28188e+13 2.67215e+13 2.35953e+13 2.87883e+13 3.07182e+13 2.67506e+13 2.46764e+13 2.31057e+13 3.79399e+13 6.02023e+13 2.37368e+13 1.77675e+13 1.77412e+13 1.51718e+13 2.6441e+13 4.43409e+13 1.44873e+13 3.37574e+13 1.32724e+13 1.31345e+13 2.43394e+13 2.8711e+13 2.05243e+13 1.83395e+13 1.53589e+13 1.56512e+13 2.45677e+13
threshold=19.500000000000004 60.611165000000007 1.5000000000000002 3.5000000000000004 2.5000000000000004 67.00500000000001 82.940215400000014 21.500000000000004 55.050600750000008 75.750000000000014 67.520000000000024 55.07108800000001 82.933113850000026 96.015000000000015 120.05000000000001 82.00500000000001 21.500000000000004 18.500000000000004 76.730000000000018 98.020000000000024 2.5000000000000004 1.5000000000000002 56.819808050000006 65.58467570000002 57.147575200000006 1.5000000000000002 50.005000000000003 55.061033200000004 55.07108800000001 82.907204800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 22 19 5 -5 7 8 9 -7 -10 12 -12 15 -9 -13 17 -8 -19 -4 -21 -11 27 25 -25 26 -24 -3 29 -29
right_child=1 2 3 4 -6 6 16 14 10 21 11 13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=9.7224695645031289 39.482670150961873 -461.00747108650722 -8892.6042135272928 -1704.9926265650063 4687.3215848002956 -16535.331376616381 -2968.9017230783711 7717.3946186804651 -94477.532796663858 -30111.415663364955 5247.6155044123234 -26689.581474874285 177880.19282670456 -87725.634050707551 100751.01044497284 2505.8472832380025 -35262.53416846264 21257.25328307071 158835.14953703704 16958.478518300515 -68754.286549820434 -87894.256928604023 -2048.6847128845129 42346.110093470983 3.1931387422642032 -12063.920457650274 34880.751496010642 -7059.2647405750922 2352.8907756365916 22249.613710792844
leaf_weight=3810546 424561 33311 2672 15820 5570 145 524 191 37 56 247 811 22 53 23 280 87 177 27 73 124 137 2906 231 522 2928 141 407 14573 962
leaf_count=3810546 424561 33311 2672 15820 5570 145 524 191 37 56 247 811 22 53 23 280 87 177 27 73 124 137 2906 231 522 2928 141 407 14573 962
internal_value=0 -72.9839 -647.877 -2389.53 -1390.11 -3206.46 -11638.5 -18088.6 -22373.9 -47708.2 -16468.4 -14425.7 19366.3 -22371.6 17716.3 -19196.7 4205.57 8922.22 39466.1 -10822.1 -36992.7 -71128.3 194.499 -3949.89 12992.9 -6085.1 -339.774 760.625 3313.24 13536.2
internal_weight=0 507618 83057 27076 24207 18637 2817 2002 1788 338 1450 1413 269 1144 214 1091 815 728 204 2869 197 193 55981 6728 753 5975 3047 49253 15942 1369
internal_count=4318164 507618 83057 27076 24207 18637 2817 2002 1788 338 1450 1413 269 1144 214 1091 815 728 204 2869 197 193 55981 6728 753 5975 3047 49253 15942 1369
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=31
num_cat=0
split_feature=3 4 5 0 1 1 0 3 2 5 5 1 0 0 1 1 0 0 6 1 1 3 3 2 1 1 1 2 0 0
split_gain=3.04578e+11 5.20441e+12 1.16401e+13 2.90662e+13 3.48908e+13 3.53987e+13 6.117e+13 4.10923e+13 3.88247e+13 2.98852e+13 1.28322e+14 1.07864e+14 3.03709e+13 2.89797e+13 2.85411e+13 4.12401e+13 5.55783e+13 6.36871e+13 1.2821e+14 1.43157e+14 1.26301e+14 2.06397e+14 7.39963e+13 7.05417e+13 4.18234e+13 4.02449e+13 3.8831e+13 4.19998e+13 3.93365e+13 3.22829e+13
threshold=14.500000000000002 2.5000000000000004 75.750000000000014 56.876792350000009 30.346469350000003 30.207352000000004 59.846652800000008 22.500000000000004 8.5000000000000018 77.715000000000018 78.010000000000005 30.370618100000005 59.609407350000005 59.853570100000006 37.832345550000007 37.767735350000002 55.769960200000007 55.701368300000006 1.5000000000000002 37.39371280000001 37.533784800000006 18.500000000000004 16.500000000000004 14.500000000000002 37.777459000000007 37.39371280000001 37.855187800000003 19.500000000000004 55.755036050000008 55.993277250000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 5 7 8 -5 -7 -6 11 -11 -13 -8 15 16 17 -4 19 -19 23 -22 -21 -20 -17 -25 27 28 -16 -18
right_child=1 -3 3 4 9 6 13 -9 -10 10 -12 12 -14 -15 26 24 29 18 20 22 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-17.463148676873793 3.6897355096376487 475.12818551563919 3300.895068133319 -67101.429776971287 5646.6653968796054 22827.630899784486 -55133.339848345589 25340.547900390626 185090.98932291669 -263274.38741554058 -15535.847369504607 -91794.956025094711 48871.587968750006 4657.7078482038223 -156168.07043654984 97741.402990591407 21950.768982246595 -212880.83713942312 -87021.439368141699 160211.89086538463 -45977.603493923612 -401127.87083333335 10108.827632141114 -20371.135133928576 18609.595356151727 152231.53314985798 -1676.898779621604 50210.261237980769 -40568.775780232747 -18646.544844927106
leaf_weight=3014719 1046680 227341 1458 149 509 29 85 71 30 37 2190 66 20 1750 37 93 1560 26 131 39 36 30 208 35 237 22 20169 39 144 224
leaf_count=3014719 1046680 227341 1458 149 509 29 85 71 30 37 2190 66 20 1750 37 93 1560 26 131 39 36 30 208 35 237 22 20169 39 144 224
internal_value=0 40.3903 -51.4538 -2013.04 -9013.59 700.308 5110.55 -37267.9 105334 -16290.4 -21117.9 -120506 -59081.8 1888.1 -601.949 7012.14 4044.13 -7468.03 -37261.4 10315 -88396.6 -207410 33809.3 -46615.4 40910.4 46247.4 -2132.68 -43917.8 -64199.6 16853.3
internal_weight=0 1.30344e+06 1.0761e+06 29424 4936 2114 1894 220 59 2822 2313 123 86 1835 24488 4099 3769 1985 527 273 254 66 247 188 330 57 20389 220 181 1784
internal_count=4318164 1303445 1076104 29424 4936 2114 1894 220 59 2822 2313 123 86 1835 24488 4099 3769 1985 527 273 254 66 247 188 330 57 20389 220 181 1784
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 5 5 0 0 5 3 1 1 3 0 5 5 3 1 1 3 1 5 5 3 4 0 3 3
split_gain=3.45148e+11 3.65079e+12 1.7342e+13 2.81649e+13 2.41173e+13 3.1266e+13 1.97842e+13 1.97513e+13 2.27754e+13 1.81485e+13 1.69233e+13 2.63463e+13 1.57661e+13 5.36113e+13 1.90751e+13 2.33357e+13 1.83061e+13 4.16657e+13 2.81566e+13 4.80817e+13 4.17739e+13 4.91563e+13 4.06528e+13 4.03363e+13 3.58437e+13 3.34761e+13 1.94213e+13 2.9937e+13 3.95451e+13 3.30458e+13
threshold=56.635684300000008 56.197733450000008 43.574807850000006 80.815000000000012 38.422276900000007 43.048525950000005 177.02500000000003 32.475000000000001 56.320495600000008 56.301440000000007 43.005000000000003 26.500000000000004 47.981192400000005 49.323301500000007 3.5000000000000004 56.367862600000002 71.715000000000018 74.610000000000014 6.5000000000000009 43.94115175000001 43.868031300000006 4.5000000000000009 43.94115175000001 109.05000000000001 79.010000000000005 8.5000000000000018 2.5000000000000004 56.320495600000008 8.5000000000000018 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 7 -5 -6 9 -9 -3 -12 16 14 -14 -16 -4 -18 19 20 21 -19 25 24 -23 -20 27 29 -29 -24
right_child=-2 2 12 6 5 -7 -8 8 -10 -11 11 -13 13 -15 15 -17 17 18 22 -21 -22 23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=5.7352130975151674 53.174266536618383 -3301.032754714312 163.64123444219791 -16036.208407340731 1915.5910514137963 -2398.216242817693 56879.975354646383 -20567.171648861262 -9138.7577059582654 -48247.982949117555 1706.6329907031932 87360.188628472228 -17804.502498891845 -1663.9337299463245 -132274.89880952382 -45079.109707373907 21109.460535146092 -27285.588437095212 124726.90306490386 19461.209734840184 -31863.830685987748 -2623.2159378854853 -10473.164758032168 -51025.89345930233 80454.239224466466 10446.675711096583 -8197.9174474012343 135099.67478942871 19201.327824799911 56114.822968273635
leaf_weight=3237744 951662 10828 61788 1792 473 5131 38 613 871 386 14539 36 141 20218 42 114 1334 193 26 1977 412 76 818 43 164 1814 4409 32 368 82
leaf_count=3237744 951662 10828 61788 1792 473 5131 38 613 871 386 14539 36 141 20218 42 114 1334 193 26 1977 412 76 818 43 164 1814 4409 32 368 82
internal_value=0 -15.0316 -537.233 -2447.68 -1775.6 -6768.86 -14522.1 -16340.2 -20957.9 -31262.7 -306.494 1918.2 167.767 -2283.52 -44461.3 -68554.9 851.625 4470.04 2338.58 10779 -8550.68 11627.9 -864.724 38166.1 54146.4 12061.5 -5030.82 5710.5 28473.2 -4406.26
internal_weight=0 3.3665e+06 128758 34707 32877 7474 1830 2343 1870 999 25403 14575 94051 20515 297 156 73536 11748 10414 2865 888 476 7549 283 240 1840 5709 1300 400 900
internal_count=4318164 3366502 128758 34707 32877 7474 1830 2343 1870 999 25403 14575 94051 20515 297 156 73536 11748 10414 2865 888 476 7549 283 240 1840 5709 1300 400 900
is_linear=0
shrinkage=0.1


Tree=4142
num_leaves=31
num_cat=0
split_feature=2 3 1 0 5 0 5 0 1 5 5 5 4 0 5 1 1 5 1 5 1 4 5 5 4 6 5 5 1 1
split_gain=3.31654e+11 3.89909e+12 1.10967e+13 1.26399e+13 2.53721e+13 1.66357e+13 1.5046e+13 1.02463e+13 2.87036e+13 4.5088e+13 4.79112e+13 2.40034e+13 2.28918e+13 3.85685e+13 1.70885e+13 1.98793e+13 3.31377e+13 1.66657e+13 3.57588e+13 1.93405e+13 2.73711e+13 1.42941e+13 1.11365e+13 1.01478e+13 1.18124e+13 2.24011e+13 2.1157e+13 1.56377e+13 1.17326e+13 2.7475e+13
threshold=4.5000000000000009 5.5000000000000009 20.507360500000004 54.920670650000005 84.030000000000015 54.708501450000007 87.00500000000001 43.642715500000008 39.739656000000004 69.015000000000015 116.06000000000002 87.395000000000024 2.5000000000000004 43.592450450000008 70.50500000000001 39.718803500000007 39.726951800000002 95.020000000000024 39.826386800000009 137.05000000000004 46.037218400000008 1.0000000180025095e-35 33.805000000000007 44.905000000000008 3.5000000000000004 1.5000000000000002 137.05000000000004 225.45000000000002 30.207352000000004 30.259484550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 9 12 11 14 21 -14 -11 -16 -17 -10 -19 -20 -21 22 -4 -9 -25 26 -26 28 -27 -30
right_child=1 -3 7 6 -6 -7 -8 23 17 10 -12 -13 13 -15 15 16 -18 18 19 20 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=29.445881586558979 18732.255819236627 12.513644802955874 14972.331982421876 -20150.876002358491 -142616.24625 -49152.814138104841 70471.710658482145 199.39467560433408 2134.1408554824202 -106207.71428222657 122376.38625000001 -112469.49862753379 17603.489330357141 173549.16402209052 -73583.716269216238 62416.490513392855 -80149.769395380441 -151523.59888671874 -32998.33653794643 -14030.764695079291 98391.333511352539 30044.687347531784 -76253.261497961954 -1638.9975123956353 -17882.705212602461 -31118.356754557295 -130430.61885190218 -62482.697439236115 72618.991833917025 3497.2614674418401
leaf_weight=2028337 59 2105613 32 53 20 93 28 87123 4514 20 20 37 35 29 31 56 23 20 175 67 32 612 23 84095 61 96 23 36 58 6743
leaf_count=2028337 59 2105613 32 53 20 93 28 87123 4514 20 20 37 35 29 31 56 23 20 175 67 32 612 23 84095 61 96 23 36 58 6743
internal_value=0 -26.0833 -467.256 -21395.7 -36734.5 -22802.7 11175.5 -438.473 3725.33 19928.6 -23888.8 -41405.6 31137.7 88266.4 -21179.8 -5720.15 20909.9 631.612 -22437.8 -13015.5 22307.7 25656.1 -23176.6 -572.24 -1310.09 2631.67 -48699.4 3253.6 3596.72 4086.74
internal_weight=0 2.28983e+06 184214 253 172 152 81 183961 5726 918 187 167 731 64 130 110 79 4808 294 274 99 667 55 178235 91112 7017 84 6933 6897 6801
internal_count=4318164 2289827 184214 253 172 152 81 183961 5726 918 187 167 731 64 130 110 79 4808 294 274 99 667 55 178235 91112 7017 84 6933 6897 6801
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=31
num_cat=0
split_feature=3 3 2 5 0 0 0 5 1 0 0 0 0 0 1 1 3 1 5 5 1 1 1 0 1 0 1 3 4 1
split_gain=3.56642e+11 3.20207e+12 9.96981e+12 1.52762e+13 3.59443e+13 3.20895e+13 2.57425e+13 1.42842e+13 1.12234e+13 1.17077e+13 8.42667e+12 7.63777e+12 6.71253e+13 4.55654e+13 5.5142e+13 6.82557e+13 3.5737e+13 4.50855e+13 3.50774e+13 5.25575e+13 3.82067e+13 3.29686e+13 3.26131e+13 3.2201e+13 9.80336e+13 1.25231e+14 7.36185e+13 6.51458e+13 5.38231e+13 4.52189e+13
threshold=10.500000000000002 14.500000000000002 1.5000000000000002 109.05000000000001 57.057093650000006 44.580511600000001 55.010031850000011 116.06000000000002 44.083877800000003 55.860536450000005 55.645049100000001 59.939091550000008 59.863160500000006 59.882016200000002 30.243224600000001 30.362552800000003 12.500000000000002 30.207352000000004 92.035000000000011 40.405000000000008 30.323743050000001 30.346469350000003 30.259484550000003 59.932719750000011 30.410108300000001 59.916647550000008 30.323743050000001 13.500000000000002 2.5000000000000004 30.502469200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 9 10 -8 12 -4 14 -14 18 17 -15 19 21 -20 -16 -13 24 25 26 27 -18 -29 -26
right_child=1 -3 11 4 -6 6 8 -9 -10 -11 -12 22 13 16 15 -17 23 -19 20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=22.374735246838629 -2820.7241924673544 33.211428020893344 -358.3939051441871 115713.04258626302 112843.9845650338 11097.063039981618 -8326.0251953125007 -68287.109054744942 91052.076069972827 -52155.55148809524 71172.435885416679 3138.5788214195013 -9358.3261427859052 -67747.630156250001 -22472.119375681323 -7899.2341873832374 -43711.813368623873 1574.8234379906924 40790.979421875003 88514.322671863658 -112704.33063151043 57460.772489704461 -3356.3950345263056 22583.006604569633 28934.562085214904 -109375.44553007813 48743.568658221215 24538.929666015625 -37917.060598892909 -9669.9600412218988
leaf_weight=2688514 19435 1303445 254694 24 37 34 24 68 23 21 30 10813 329 95 86 230 463 7544 50 344 24 129 27124 1737 1475 125 216 450 199 382
leaf_count=2688514 19435 1303445 254694 24 37 34 24 68 23 21 30 10813 329 95 86 230 463 7544 50 344 24 129 27124 1737 1475 125 216 450 199 382
internal_value=0 -36.9127 -317.114 -2497.99 21534.1 6451.65 -6659.72 -41825.7 29941.6 11201.1 35839.8 -176.973 10.6405 6783.29 25476.3 38756.2 5026.87 712.717 55708.4 64273.3 -8991.28 25487.6 -1505.16 11556.6 5770.3 -13685.4 -4678.42 -15055.3 5388.33 20993.3
internal_weight=0 1.62965e+06 326205 19696 261 224 200 102 98 75 54 306509 268572 13878 1192 863 12686 7639 633 559 74 215 37937 5047 3310 1453 1328 1112 649 1857
internal_count=4318164 1629650 326205 19696 261 224 200 102 98 75 54 306509 268572 13878 1192 863 12686 7639 633 559 74 215 37937 5047 3310 1453 1328 1112 649 1857
is_linear=0
shrinkage=0.1


Tree=4144
num_leaves=31
num_cat=0
split_feature=3 0 0 1 4 5 6 0 3 0 0 2 3 5 2 0 1 1 2 1 2 3 5 2 3 5 5 3 3 6
split_gain=3.6245e+11 2.95806e+12 7.34562e+12 2.385e+13 2.34267e+13 4.98996e+13 4.44288e+13 6.20444e+13 3.19495e+13 2.7863e+13 5.14468e+13 2.18828e+13 2.3471e+13 2.357e+13 1.88336e+13 1.49789e+13 5.15992e+13 4.77612e+13 2.99807e+13 4.1022e+13 3.07988e+13 2.91083e+13 2.61169e+13 2.48357e+13 4.0215e+13 2.92602e+13 2.48213e+13 2.42732e+13 2.39032e+13 3.31142e+13
threshold=19.500000000000004 60.042666650000008 59.882016200000002 30.207352000000004 2.5000000000000004 89.00500000000001 1.5000000000000002 59.982527000000012 21.500000000000004 59.982527000000012 59.990816400000007 8.5000000000000018 22.500000000000004 45.610000000000007 13.500000000000002 59.896318000000008 30.434657650000002 30.425002000000003 15.500000000000002 30.410108300000001 2.5000000000000004 22.500000000000004 74.610000000000014 19.500000000000004 23.500000000000004 33.395000000000003 57.995000000000012 22.500000000000004 20.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 7 -6 -7 11 -11 12 13 -4 -13 16 17 18 20 27 -5 22 -18 -23 25 -25 -21 -20 29 -22
right_child=1 -3 3 15 5 8 -8 -9 -10 10 -12 14 -14 -15 -16 -17 21 -19 19 26 28 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=10.57424940000228 19.652037121567766 1111.5240068507453 65785.995817618546 24561.772988538047 131901.48779761905 105207.14723165763 125218.25799172794 -99200.590895432688 -23283.669699346825 -69651.360424558094 6196.0078019161738 -32470.675313626802 16163.42517857143 206897.9715625 52639.205923227164 -920.27669058296533 -30420.088968859225 67685.217055664063 -94187.790613435442 34154.41673068783 -27371.215204087413 -14874.679697399535 -117149.3431423611 -32849.630557528413 -17344.942176443128 40201.419033323691 122690.20533854168 22117.261018999885 5084.4029310527603 56906.600156250002
leaf_weight=3810546 425719 20034 29 328 21 23 85 26 122 99 925 52 35 20 52 54140 152 120 38 263 690 3084 45 66 398 324 36 34 608 50
leaf_count=3810546 425719 20034 29 328 21 23 85 26 122 99 925 52 35 20 52 54140 152 120 38 263 690 3084 45 66 398 324 36 34 608 50
internal_value=0 -79.3779 -128.31 -1146.5 11356.3 37593.6 82077.8 4057.78 -2902.37 5359.78 -1136.89 40745.9 78708 123383 10084.3 -1454.84 -6095.88 6368.85 2774.34 28496.8 -2919.59 -12734.1 -50231.3 -10826.3 5017.64 27838.9 44814.2 -39266 -9606.45 -21676.8
internal_weight=0 507618 487584 61865 1489 277 132 47 145 1212 1024 188 84 49 104 60376 6236 2167 2047 371 1676 4069 197 3872 788 390 299 72 1348 740
internal_count=4318164 507618 487584 61865 1489 277 132 47 145 1212 1024 188 84 49 104 60376 6236 2167 2047 371 1676 4069 197 3872 788 390 299 72 1348 740
is_linear=0
shrinkage=0.1


Tree=4145
num_leaves=31
num_cat=0
split_feature=1 3 5 5 0 1 1 1 0 0 6 1 2 3 0 3 6 5 5 5 4 5 3 5 1 4 1 6 0 3
split_gain=3.26798e+11 3.29639e+12 5.01438e+12 6.45218e+12 4.25105e+12 7.48432e+12 5.41275e+12 4.0842e+12 3.75291e+12 9.66921e+12 3.81179e+12 3.39315e+12 8.76299e+12 1.50749e+13 5.07948e+13 3.52226e+13 3.58883e+13 4.7547e+13 4.05205e+13 7.91674e+13 6.6911e+13 7.57892e+13 7.51061e+13 4.34564e+13 3.63579e+13 9.33263e+13 3.32463e+13 8.2462e+13 9.07623e+13 9.59348e+13
threshold=30.305955500000003 26.500000000000004 60.905000000000008 49.505000000000003 60.029906750000002 30.259484550000003 30.207352000000004 30.278357500000002 60.003414000000006 59.982527000000012 1.5000000000000002 30.259484550000003 5.5000000000000009 9.5000000000000018 59.950068600000009 5.5000000000000009 1.5000000000000002 41.365000000000002 105.35000000000001 86.810000000000016 2.5000000000000004 61.405000000000008 7.5000000000000009 112.04500000000002 30.278357500000002 4.5000000000000009 30.278357500000002 1.5000000000000002 59.982527000000012 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 7 5 6 -4 8 9 -3 -11 -1 13 14 15 -13 -17 -18 19 20 21 -19 -23 -20 25 -25 27 -16 29 -29
right_child=-2 2 4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 26 16 17 18 23 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=60.93649577345068 5.6204629420874044 14856.195164695948 -7998.6575195312507 39416.044262035473 -43182.065814012101 -49077.780419921881 61519.744903273815 29392.502596728988 13361.108536305148 -9793.9639578683036 -58419.660326505968 -1461.7825222198644 810.26316163651097 -6598.6202740633616 -11750.996112948002 6636.3895936097006 5556.4744956656687 -25851.572522273324 131226.92427884616 -92674.881002371665 6262.7958789254262 -153500.91939019097 1495.3467906605115 -146987.48241356385 47762.759193004262 58139.817750186012 906.23378671158684 -123372.47043269231 10656.359257202879 73706.207688650524
leaf_weight=138608 4145141 74 24 74 31 20 21 65 136 28 38 5412 14450 6021 674 529 438 406 26 224 374 108 44 47 66 42 3686 26 837 494
leaf_count=138608 4145141 74 24 74 31 20 21 65 136 28 38 5412 14450 6021 674 529 438 406 26 224 374 108 44 47 66 42 3686 26 837 494
internal_value=0 -134.65 7885.2 12649.6 -12711 1821.4 24443.3 6841.07 1530.04 -9963 -37790.6 -158.406 -1055.13 -2440.71 -577.03 -5870.14 -16225.2 -23038.6 -32406.3 -39294.9 -26465.4 -48401.5 -108634 11589.5 -8478.69 -50185.8 6566.86 16840.2 31040.9 63852.3
internal_weight=0 173023 511 415 96 65 45 341 276 140 66 172512 33904 19454 13433 7716 2304 1775 1337 1156 932 558 152 181 155 89 5717 2031 1357 520
internal_count=4318164 173023 511 415 96 65 45 341 276 140 66 172512 33904 19454 13433 7716 2304 1775 1337 1156 932 558 152 181 155 89 5717 2031 1357 520
is_linear=0
shrinkage=0.1


Tree=4146
num_leaves=31
num_cat=0
split_feature=2 5 1 3 3 1 1 1 3 0 0 1 0 5 6 5 2 2 5 5 5 5 5 1 0 0 3 4 2 3
split_gain=3.33277e+11 2.82833e+12 2.73722e+12 3.58833e+12 2.90833e+12 2.72139e+12 7.47452e+12 6.51793e+12 5.55369e+12 1.32755e+13 2.06259e+13 5.43831e+12 7.147e+12 2.08631e+13 1.97277e+13 1.44158e+13 1.3823e+13 6.94562e+12 8.2558e+12 7.04755e+12 1.4025e+13 1.40235e+13 8.06891e+12 1.30401e+13 7.26171e+12 1.03112e+13 7.80587e+12 7.19328e+12 7.94476e+12 1.11348e+13
threshold=19.500000000000004 16.850000000000005 30.102666750000001 24.500000000000004 23.500000000000004 60.528664650000003 49.201680550000006 49.148175700000003 23.500000000000004 55.762622900000004 55.755036050000008 82.907204800000002 57.147575200000006 85.91500000000002 1.5000000000000002 116.06000000000002 21.500000000000004 23.500000000000004 45.005000000000003 85.91500000000002 74.610000000000014 72.705000000000013 89.00500000000001 60.611165000000007 56.819808050000006 56.831297550000009 26.500000000000004 3.5000000000000004 24.500000000000004 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -4 9 10 -9 12 17 -14 -15 16 -16 18 -7 20 21 -19 23 -21 26 -26 -24 28 -27 -30
right_child=1 2 5 -5 -6 11 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 19 -20 22 -22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=4.2667515319429121 -31405.923735940873 -7613.2555889423083 -30.226147980452744 -361.95254590218531 -44923.067876519104 -593.08101197786391 3811.3732119510205 -13596.863757681149 -2309.1382779641976 -35899.784089543267 71682.94241727941 486.40971237397611 -3309.1094370667365 -19694.037902411103 149964.84934122721 6234.5816064453129 44181.705208333333 -432.10323256676543 -8309.9593194159715 6395.7246875000001 -22987.645742468219 73379.027524038465 -21808.024249751987 110639.53109375002 87054.570890669391 63523.527948288691 7956.4825935233575 -13770.974523305085 -24234.708974609377 64336.972940340907
leaf_weight=4218655 29 39 73598 114 45 2191 5108 171 665 195 34 9617 284 29 30 20 21 2577 3775 30 287 26 126 20 22 42 293 59 40 22
leaf_count=4218655 29 39 73598 114 45 2191 5108 171 665 195 34 9617 284 29 30 20 21 2577 3775 30 287 26 126 20 22 42 293 59 40 22
internal_value=0 -180.888 -171.785 -11917.8 -27600.7 -148.36 110.567 -142.62 -7909.75 -17220.8 547.104 -1206.99 -2852.97 10522.2 49803.3 78189.5 106407 -3393.04 -5475.95 113.346 -2008 305.157 9487.5 48093.2 6291.66 22793.1 -994.181 14119.8 29942.4 7193.95
internal_weight=0 99509 99480 198 84 99282 79771 74663 1065 400 205 19511 9894 384 100 71 51 9510 5966 3544 2890 2603 654 50 604 185 419 163 104 62
internal_count=4318164 99509 99480 198 84 99282 79771 74663 1065 400 205 19511 9894 384 100 71 51 9510 5966 3544 2890 2603 654 50 604 185 419 163 104 62
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=31
num_cat=0
split_feature=0 1 1 5 1 3 1 1 5 3 6 1 0 1 1 3 4 5 3 5 5 4 3 0 3 2 3 5 5 5
split_gain=3.33571e+11 3.40781e+12 2.88313e+13 2.14372e+13 1.7667e+13 1.19748e+13 1.14664e+13 1.12251e+14 3.92789e+13 2.29695e+13 1.99586e+13 2.10989e+13 2.72345e+13 1.58792e+13 1.59164e+13 1.17484e+13 1.1718e+13 1.15423e+13 3.29515e+13 1.96697e+13 1.59635e+13 2.86308e+13 3.79177e+13 1.53198e+13 2.11841e+13 1.1006e+13 1.0852e+13 1.01533e+13 9.27772e+12 8.72004e+12
threshold=56.635684300000008 39.739656000000004 39.488326500000007 46.810000000000009 39.753614400000011 2.5000000000000004 37.328003200000005 37.889331900000009 75.750000000000014 10.500000000000002 1.5000000000000002 38.422276900000007 57.265292900000006 37.516458750000005 37.542000650000013 2.5000000000000004 3.5000000000000004 83.010000000000005 9.5000000000000018 112.04500000000002 73.995000000000019 2.5000000000000004 8.5000000000000018 57.178027650000011 4.5000000000000009 2.5000000000000004 5.5000000000000009 91.050000000000011 132.05000000000004 50.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -3 -5 -2 8 13 10 27 12 29 -8 -15 -16 -11 20 19 23 -13 22 -22 24 25 -19 -14 -9 -21 -12
right_child=1 4 3 5 -6 -7 7 9 -10 16 11 17 26 14 15 -17 -18 18 -20 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-14.777351056112145 5.3467830526096911 16208.801861996246 -2225.091275592707 14927.698526920181 208.08484265534636 -24603.750964306542 -82508.881907393297 15972.638170122516 -170813.91134375002 -19469.059848156441 -45203.615019132652 370.83646258716124 -6695.3676072335847 -11798.152748656541 -13807.125760438012 -64885.736543877181 -86333.186063058034 48091.681375 122812.9951171875 -73375.328998161756 -212.72872314453127 -7437.1694249867578 -149818.87174479169 1744.1394063835469 -6720.9425140380863 139377.37260044643 -39014.026850237169 78039.766155133941 -2724.0658798589939 -115979.63237847223
leaf_weight=3366502 428079 691 1219 83 505102 998 82 449 25 410 49 11765 1436 178 61 172 28 25 28 34 32 295 36 117 32 28 112 28 41 27
leaf_count=3366502 428079 691 1219 83 505102 998 82 449 25 410 49 11765 1436 178 61 172 28 25 28 34 32 295 36 117 32 28 112 28 41 27
internal_value=0 52.2748 -149.273 -11316.5 229.945 -21568.5 -91.369 -2764.19 -48530.4 -1180.77 -500.819 -1183.45 -11903 -42329.4 -34313 -51513.2 -23743.5 216.746 19430.1 8979.8 -266.438 -20920.8 -79416 25217.1 57526.9 96318.1 -9033.67 19616 -34752.6 -70347.7
internal_weight=0 951662 445869 2300 505793 1081 443569 15490 518 14972 14534 14057 1624 493 411 233 438 12433 305 277 12128 363 68 202 85 53 1548 477 75 76
internal_count=4318164 951662 445869 2300 505793 1081 443569 15490 518 14972 14534 14057 1624 493 411 233 438 12433 305 277 12128 363 68 202 85 53 1548 477 75 76
is_linear=0
shrinkage=0.1


Tree=4148
num_leaves=31
num_cat=0
split_feature=5 0 0 2 0 2 3 2 5 0 4 3 3 2 3 1 5 1 5 5 3 2 5 2 3 1 3 5 2 1
split_gain=3.10736e+11 1.64151e+12 1.02406e+13 1.11926e+13 2.18328e+13 1.52477e+13 1.00217e+13 3.27116e+13 2.32562e+13 3.19338e+13 1.9291e+13 3.48176e+13 2.40539e+13 2.49939e+13 2.40164e+13 1.47454e+13 3.13288e+13 1.26188e+13 1.17696e+13 2.18872e+13 1.17034e+13 1.36237e+13 1.15128e+13 2.24482e+13 1.70518e+13 1.81334e+13 1.06049e+13 1.00571e+13 9.6958e+12 9.22844e+12
threshold=100.05000000000001 47.228519500000004 50.565831500000009 19.500000000000004 47.287300150000007 18.500000000000004 14.500000000000002 12.500000000000002 107.05000000000001 47.236539400000005 3.5000000000000004 23.500000000000004 18.500000000000004 11.500000000000002 20.500000000000004 39.714575750000009 102.01000000000001 39.666208800000007 116.06000000000002 103.45000000000002 18.500000000000004 11.500000000000002 116.06000000000002 15.500000000000002 20.500000000000004 39.739656000000004 17.500000000000004 103.45000000000002 2.5000000000000004 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 17 9 26 11 22 13 -12 -14 16 -11 18 19 -3 21 27 24 -24 25 29 -8 -17 -20 -10
right_child=1 2 -4 4 -6 -7 8 -9 10 15 12 -13 14 -15 -16 20 -18 -19 28 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.5122261295629045 532.23461915054111 -56460.687828189046 -185.95120079819719 -6261.3626592868713 121180.76890625 -81217.186886160722 36570.976782852566 116556.20692934783 -30768.393457031252 -76647.912710336546 11393.255743197738 77425.041471354169 102661.2545138889 -90613.449733231711 -14534.547483915441 -22280.372786458334 48967.250762648815 1048.4338334952233 11177.753828125002 17105.541041666667 -67242.320943509621 -48838.994349341301 -43538.986533771502 55565.315279447117 -137796.73956473215 6538.461708470395 120004.50856250001 56623.591671316972 -66970.153459821435 -96206.438736979166
leaf_weight=4199349 26621 61 89768 41 20 28 39 23 32 26 58 24 36 41 34 30 84 1122 20 120 52 51 189 26 28 38 25 35 77 66
leaf_count=4199349 26621 61 89768 41 20 28 39 23 32 26 58 24 36 41 34 30 84 1122 20 120 52 51 189 26 28 38 25 35 77 66
internal_value=0 -159.478 -359.21 -6770.22 35522.9 -7861.08 -6982.19 -1733.98 -15153.1 5476.05 -27487.3 -39379.7 871.526 -30851.9 45737.6 -9185.51 19276.4 -3677.32 -22750.3 -7687.5 -27821.3 -10149.8 -46776.3 -31554.3 -66732.1 -52101.1 69162.2 20206.4 -50857.2 -74838.9
internal_weight=0 118815 92194 2426 61 2365 2337 1423 914 342 572 403 169 99 70 278 110 1400 278 181 168 116 379 215 164 136 64 65 97 98
internal_count=4318164 118815 92194 2426 61 2365 2337 1423 914 342 572 403 169 99 70 278 110 1400 278 181 168 116 379 215 164 136 64 65 97 98
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=31
num_cat=0
split_feature=5 6 2 0 1 1 5 5 0 5 3 3 0 5 0 5 0 4 1 1 2 1 0 1 1 3 1 2 1 1
split_gain=3.13632e+11 4.7467e+12 7.6727e+12 1.40874e+13 2.12315e+13 1.60081e+13 2.56572e+13 2.54668e+13 1.40303e+13 2.96206e+13 1.37081e+13 1.23527e+13 1.13929e+13 1.21089e+13 1.04016e+13 1.38626e+13 1.10013e+13 1.50066e+13 1.51545e+13 1.03503e+13 1.65099e+13 1.55971e+13 1.85012e+13 1.60239e+13 2.59212e+13 1.46033e+13 2.11616e+13 2.03218e+13 3.04999e+13 1.88585e+13
threshold=81.910000000000011 1.5000000000000002 21.500000000000004 55.07108800000001 61.365473900000005 65.659480050000013 150.04500000000004 95.020000000000024 55.834684950000003 83.010000000000005 22.500000000000004 37.500000000000007 55.860536450000005 103.45000000000002 55.826364100000013 105.35000000000001 55.708120100000009 3.5000000000000004 37.914142000000005 82.933113850000026 24.500000000000004 46.037218400000008 55.043101600000007 39.739656000000004 39.718803500000007 23.500000000000004 38.959914000000005 22.500000000000004 38.984911950000004 38.950530550000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 19 8 6 7 -6 9 -5 -10 -3 13 -12 15 -11 -17 18 -18 21 -21 23 -23 24 25 29 -27 -28 -29 -4
right_child=1 2 3 4 5 -7 -8 -9 10 14 12 -13 -14 -15 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-8.3988866877272166 -401.23922204353062 410.75476381866366 85142.55225183825 88398.712259466003 45642.564778645836 7126.2993300039561 -20113.568281250002 196434.39598214289 -60000.802593749999 -9289.5101152433144 -19434.554546875002 -74524.942613636362 -4182.4246636781818 -111500.82277343751 48950.130327460109 -332.76426005747129 119880.34917279413 -24603.24365692139 20534.902186802457 -10218.617573418676 45377.832883947034 -68060.999783548497 -9310.1780756578937 60077.129739583332 -126729.8778125 -70448.2780842473 -48192.955339205997 92013.397777622769 -7513.8034624099737 -14016.989609596945
leaf_weight=3935898 131110 247910 34 44 24 79 20 21 50 437 50 22 1146 20 47 87 34 20 28 249 68 123 95 30 20 65 98 35 256 44
leaf_count=3935898 131110 247910 34 44 24 79 20 21 50 437 50 22 1146 20 47 87 34 20 28 249 68 123 95 30 20 65 98 35 256 44
internal_value=0 86.4769 341.077 -4505.9 307.064 37369.8 74127.3 116012 -2411.75 8982.18 -8684.71 404.105 -6574.67 -45739.2 3630.99 116.135 24437.2 50717.6 75014.7 -13584.6 1707.43 -19644.1 -42458.6 -11098.4 -14966.7 -10765.1 -17632.4 -8807.13 4456.82 29206.4
internal_weight=0 382266 251156 3224 2107 144 65 45 1963 697 1266 247932 1216 70 653 606 169 82 62 1117 317 800 218 582 552 532 454 389 291 78
internal_count=4318164 382266 251156 3224 2107 144 65 45 1963 697 1266 247932 1216 70 653 606 169 82 62 1117 317 800 218 582 552 532 454 389 291 78
is_linear=0
shrinkage=0.1


Tree=4150
num_leaves=31
num_cat=0
split_feature=5 5 0 0 3 2 3 1 4 0 0 0 3 2 1 3 3 3 1 3 1 1 0 1 2 1 0 3 2 2
split_gain=3.21343e+11 2.70682e+12 8.17015e+12 1.21767e+13 5.38623e+13 1.42327e+13 4.45598e+13 2.26543e+13 1.297e+13 1.23499e+13 1.14645e+13 2.50972e+13 1.63744e+13 1.86629e+13 2.99903e+13 1.58336e+13 1.10148e+13 8.32895e+12 2.02443e+13 2.63467e+13 3.44952e+13 2.8584e+13 1.62328e+13 1.97949e+13 1.30897e+13 1.08644e+13 1.21143e+13 1.35095e+13 1.17166e+13 1.06779e+13
threshold=102.01000000000001 104.75000000000001 55.034903650000011 54.99493995000001 8.5000000000000018 5.5000000000000009 11.500000000000002 82.945329900000004 2.5000000000000004 55.017766000000002 54.736324100000012 54.725565150000001 5.5000000000000009 3.5000000000000004 56.135466100000009 7.5000000000000009 18.500000000000004 17.500000000000004 39.021425200000003 18.500000000000004 38.911476500000006 38.950530550000003 45.03656895000001 38.969379750000009 8.5000000000000018 39.666208800000007 45.03656895000001 23.500000000000004 7.5000000000000009 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 8 -7 16 -6 -10 11 17 13 14 -12 -14 -8 -2 19 -19 -21 -22 23 -23 -24 26 27 -20 -27 -30
right_child=1 -3 -4 4 5 6 7 -9 9 -11 12 -13 15 -15 -16 -17 -18 18 25 20 21 22 24 -25 -26 28 -28 -29 29 -31
leaf_value=4.3782105809648533 -6293.1131307742053 -4.0423725819557195 622.96058991718064 103259.49411892361 -106546.08536321468 112071.89199869792 61186.815252976194 -40435.65360966124 41895.405053710943 -31670.443965517243 103031.03402777779 -81647.548214285722 -56552.140122767858 102699.68748944257 -26047.437232349537 8168.7440606334221 -21632.4391789363 71012.912200520834 -24502.474620225694 79872.393265624996 -140291.29942129631 96210.398085937501 4271.2798576108871 -42798.940945870534 -73956.080502717392 -33879.616589604593 77482.738208795359 71186.817625000011 33556.390323414518 -33280.68353987069
leaf_weight=4209727 2491 97665 6352 36 22 30 42 145 24 464 27 42 42 37 54 378 26 30 36 25 27 20 31 21 69 49 62 25 136 29
leaf_count=4209727 2491 97665 6352 36 22 30 42 145 24 464 27 42 42 37 54 378 26 30 36 25 27 20 31 21 69 49 62 25 136 29
internal_value=0 -169.97 -1674.37 -4975.86 -16235.6 -21948.5 -2031.32 -18102.2 -31438.5 -28052.5 -2529.18 -4872.68 10943.8 43857.3 16978.7 1696.66 29520.6 -3815.8 7203.82 -16169.5 -29721.2 -46029.7 -27979.6 25010.5 -49705.6 22670.4 46353.7 14714.4 9058.07 21809.3
internal_weight=0 108437 10772 4420 789 753 243 213 510 488 3631 3093 538 118 81 420 68 3051 560 223 193 168 141 41 100 337 123 61 214 165
internal_count=4318164 108437 10772 4420 789 753 243 213 510 488 3631 3093 538 118 81 420 68 3051 560 223 193 168 141 41 100 337 123 61 214 165
is_linear=0
shrinkage=0.1


Tree=4151
num_leaves=31
num_cat=0
split_feature=5 5 4 4 0 4 1 2 3 2 2 1 1 1 0 2 1 1 0 0 0 3 2 2 1 3 1 0 0 0
split_gain=2.98839e+11 4.64236e+12 7.3069e+12 9.63403e+12 9.41917e+12 2.15607e+13 1.43045e+13 1.43345e+13 2.10673e+13 1.30318e+13 2.11545e+13 2.94638e+13 2.03572e+13 7.22652e+13 1.94793e+13 2.22684e+13 1.00438e+13 9.97578e+12 2.66494e+13 1.89663e+13 2.21103e+13 4.08067e+13 1.66218e+13 1.88418e+13 1.70055e+13 1.35016e+13 1.13919e+13 1.04968e+13 2.77655e+13 1.24273e+13
threshold=110.05000000000001 109.05000000000001 1.0000000180025095e-35 1.5000000000000002 59.916647550000008 2.5000000000000004 30.160599000000001 1.5000000000000002 4.5000000000000009 19.500000000000004 16.500000000000004 60.55755580000001 39.027779200000005 38.422276900000007 55.769960200000007 20.500000000000004 39.071052600000009 39.969502550000009 43.514103700000014 43.592450450000008 44.580511600000001 10.500000000000002 15.500000000000002 5.5000000000000009 41.900971000000006 7.5000000000000009 39.714575750000009 56.876792350000009 57.157092150000004 56.819808050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 9 -6 -7 -8 -9 10 17 12 13 -12 -11 -16 -14 18 -5 25 21 26 23 24 -19 -20 -21 29 -29 -25
right_child=-2 2 3 4 5 6 7 8 -10 14 11 -13 16 -15 15 -17 -18 22 19 20 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.23503196029032714 -198.6532170377921 47230.603916807435 -50423.445246438423 -104424.87953725962 99278.198281250006 93370.763749999998 -73684.744791666672 82612.810515202698 2501.4809097132734 6325.3285554914337 -16518.175956003292 149011.52496279762 -67717.354908288049 214629.34002976189 -155039.90788690475 -25464.934266493059 11415.131861733491 69730.703004365816 -5807.9107514880961 -125711.96689750858 -1884.9133363664973 66400.034800502224 -63918.744852941185 17859.182417811066 -1765.2772408869969 97383.878027343759 -36512.021306818184 -48983.94028764205 73023.911222956725 66584.060386439727
leaf_weight=4238385 74421 37 34 26 30 20 21 37 291 67 38 21 23 21 21 36 53 34 21 41 1882 21 34 802 1545 32 22 66 26 56
leaf_count=4238385 74421 37 34 26 30 20 21 37 291 67 38 21 23 21 21 36 53 34 21 41 1882 21 34 802 1545 32 22 66 26 56
internal_value=0 3.48371 2945.15 2637.21 2978.44 17751.8 11123.7 6410.39 11538.4 1772.51 2605.54 38822.2 21681.7 65754.7 -30232.1 -73203.1 -12532.9 1379.45 -3829.43 -2534 -4125.36 -54322.1 5535.59 6469.33 -225.782 56496.6 -94562.8 17597.3 -14503.5 21039.4
internal_weight=0 4.24374e+06 5358 5321 5287 399 369 349 328 4888 4764 156 135 59 124 57 76 4608 2045 2019 1966 84 2563 2529 1579 53 63 950 92 858
internal_count=4318164 4243743 5358 5321 5287 399 369 349 328 4888 4764 156 135 59 124 57 76 4608 2045 2019 1966 84 2563 2529 1579 53 63 950 92 858
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=31
num_cat=0
split_feature=1 1 5 4 0 0 0 3 5 5 5 2 5 3 5 3 5 2 0 0 5 0 5 5 5 2 5 2 5 3
split_gain=2.96508e+11 2.08877e+12 6.24446e+12 7.58581e+12 7.51249e+12 9.02748e+12 8.92959e+12 8.69688e+12 1.09865e+13 2.26779e+13 7.83521e+12 6.78715e+12 1.15944e+13 6.20252e+12 6.67807e+12 5.5052e+12 6.45519e+12 5.31656e+12 4.92516e+12 1.41166e+13 5.43622e+12 4.46281e+12 6.06802e+12 4.57254e+12 6.9908e+12 2.62107e+13 1.45988e+13 6.87964e+12 6.61629e+12 5.52946e+12
threshold=113.46563545000002 104.38035940000002 40.405000000000008 1.5000000000000002 51.83362145000001 51.717367500000009 51.67657710000001 1.5000000000000002 92.035000000000011 91.050000000000011 57.995000000000012 3.5000000000000004 105.35000000000001 4.5000000000000009 65.045000000000016 1.5000000000000002 79.010000000000005 3.5000000000000004 55.601678500000013 59.609407350000005 58.040000000000006 52.056565900000003 85.020000000000024 99.555000000000021 84.030000000000015 3.5000000000000004 89.00500000000001 1.5000000000000002 112.04500000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 17 5 6 15 -7 9 13 -6 12 -10 14 -9 -5 -17 -4 20 -20 -12 23 -23 24 29 27 -27 -26 -25 -22
right_child=-2 2 3 4 10 7 -8 8 11 -11 18 -13 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 28 25 26 -28 -29 -30 -31
leaf_value=1.9636948901662625 321.39752482141671 2105.6578956965377 -2254.6330898570368 24679.537940538197 -498.61552754120135 -48808.378026556202 -62383.231392045462 -15083.230813864006 123335.24554687501 -77815.71240808825 -27554.702430216475 12092.45107638889 19228.382404891305 6058.4705837185875 20769.35539264679 -8512.9073280103275 -63749.849218750001 -19884.855324145927 35376.275207026323 -13148.312520880449 -181.19322931772044 -10368.309484877836 -44910.240197523584 -60873.135464015155 -60322.767705829327 138294.23362926135 23091.488245738637 11112.733147321429 2943.2291503906254 -15436.615860813421
leaf_weight=4274890 28515 4138 294 45 3493 31 33 276 20 34 144 45 23 2508 64 264 23 409 99 152 862 1258 53 33 26 22 22 28 32 328
leaf_count=4274890 28515 4138 294 45 3493 31 33 276 20 34 144 45 23 2508 64 264 23 409 99 152 862 1258 53 33 26 22 22 28 32 328
internal_value=0 -2.13646 -1189.73 -2473.63 -1762.12 2077.69 -12771.8 3883.78 4433.77 3370.98 -3734.77 39240 67650.2 4340.21 -8334.51 -7840.59 -12939.6 -12511.8 -7430.05 5990.87 -8629.71 -7606.74 -11764.7 -3577.81 -2271.85 23400.5 80692.9 -23282.1 -29455.8 -4386.05
internal_weight=0 4.28965e+06 14759 10621 9918 3366 365 3001 2970 2882 6552 88 43 2848 340 332 287 703 3059 251 2808 2664 1311 1353 1288 98 44 54 65 1190
internal_count=4318164 4289649 14759 10621 9918 3366 365 3001 2970 2882 6552 88 43 2848 340 332 287 703 3059 251 2808 2664 1311 1353 1288 98 44 54 65 1190
is_linear=0
shrinkage=0.1


Tree=4153
num_leaves=31
num_cat=0
split_feature=1 3 6 5 5 1 6 1 1 0 3 5 5 0 0 5 5 3 5 4 5 3 3 5 3 3 5 3 3 3
split_gain=3.14345e+11 1.8385e+12 8.04038e+12 9.05567e+12 1.27313e+13 9.53545e+12 6.82644e+12 1.48684e+13 1.50226e+13 1.15192e+13 2.66789e+13 1.5846e+13 1.75286e+13 1.17411e+13 2.055e+13 1.13734e+13 9.73437e+12 1.00763e+13 1.51494e+13 1.12168e+13 2.19084e+13 1.90306e+13 2.75995e+13 1.88891e+13 2.04861e+13 1.14076e+13 1.01688e+13 1.25247e+13 9.66499e+12 8.88384e+12
threshold=86.067573200000012 9.5000000000000018 1.5000000000000002 39.805000000000007 34.305000000000007 86.192907650000009 1.5000000000000002 92.896330950000007 92.815157350000007 56.028355650000009 17.500000000000004 107.05000000000001 64.405000000000015 55.993277250000013 56.009576300000013 30.990000000000006 104.75000000000001 10.500000000000002 74.010000000000005 2.5000000000000004 74.610000000000014 18.500000000000004 16.500000000000004 78.710000000000022 14.500000000000002 17.500000000000004 36.005000000000003 22.500000000000004 17.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 10 -3 12 28 -12 -15 -9 17 18 -10 26 21 22 -21 24 -22 -25 -19 -28 -11 -16
right_child=1 6 -4 5 -6 -7 -8 15 16 11 13 -13 -14 14 29 -17 -18 19 -20 20 23 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-5.4668322815102153 -6763.9031780502137 -1525.214430005193 535.58272438191148 -38947.454310825895 11539.238303816473 -4925.5044476598396 -1219.3897823748566 -13637.301677358719 -10145.177863447796 4286.3895953929668 9184.1725701895102 81501.842261904763 -27581.782853349672 96714.180546874995 8089.3613868779721 5154.7643740175126 31875.952007054573 5403.3986613535835 -71678.356601899242 31044.992263892393 -127719.40394021739 653.05727976831895 140966.43738839286 33549.078193996269 -22427.684436294883 -10796.864155180136 -15763.634172022568 -2142.3629201997696 -13799.765176687399 35883.380730086617
leaf_weight=4147874 688 2421 113305 84 849 4272 33142 336 129 980 996 21 306 40 230 7765 67 491 58 124 23 145 28 92 94 157 1653 1141 423 230
leaf_count=4147874 688 2421 113305 84 849 4272 33142 336 129 980 996 21 306 40 230 7765 67 491 58 124 23 145 28 92 94 157 1653 1141 423 230
internal_value=0 133.159 348.279 -3253.03 3346.29 -5581.58 -368.715 1201.93 -1408.26 1960.7 4962.26 -4835.33 -5896.23 15461.1 27964.6 4375.34 -5935.76 -6548.42 -29230.3 -5474.08 6390.64 26570.1 51293.7 -9984.54 -43126.1 5587.98 -7868.69 -10201 -1166.53 21986.4
internal_weight=0 170290 119198 5893 1537 4356 51092 17950 9849 5647 3917 1730 1709 1496 500 8101 4202 4135 187 3948 663 297 152 366 117 249 3285 2794 1403 460
internal_count=4318164 170290 119198 5893 1537 4356 51092 17950 9849 5647 3917 1730 1709 1496 500 8101 4202 4135 187 3948 663 297 152 366 117 249 3285 2794 1403 460
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=31
num_cat=0
split_feature=5 3 1 5 1 3 5 1 3 3 0 0 0 3 1 5 5 3 0 5 2 5 5 4 0 5 1 0 0 1
split_gain=3.02486e+11 3.81665e+12 7.50495e+12 1.45501e+13 1.35953e+13 3.18011e+13 1.44334e+13 1.3205e+13 1.16646e+13 1.07358e+13 9.23228e+12 1.28453e+13 8.55477e+12 8.32123e+12 7.87436e+12 1.22133e+13 1.38382e+13 1.72885e+13 3.50971e+13 3.51687e+13 1.5162e+13 1.12182e+13 1.17807e+13 1.01582e+13 2.20192e+13 2.60687e+13 6.4395e+13 1.56546e+13 2.4623e+13 2.03263e+13
threshold=36.515000000000008 17.500000000000004 30.410108300000001 34.605000000000011 30.425002000000003 23.500000000000004 32.615000000000009 30.370618100000005 18.500000000000004 26.500000000000004 59.896318000000008 60.042666650000008 59.896318000000008 20.500000000000004 30.278357500000002 33.395000000000003 31.795000000000005 20.500000000000004 60.035045000000004 32.005000000000003 10.500000000000002 32.615000000000009 32.910000000000004 1.0000000180025095e-35 59.834458500000004 30.725000000000005 30.362552800000003 59.904813200000007 59.863160500000006 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 10 8 -3 14 -4 -12 -7 -9 15 16 -10 18 -18 20 -20 -21 -23 -16 25 26 -25 28 29 -26
right_child=-2 2 4 -5 -6 12 -8 13 9 -11 11 -13 -14 -15 23 -17 17 -19 19 21 -22 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-134.75369177520955 13.813252633769139 8317.1411204009273 21989.417299543111 5865.6280539597219 245.6135154490587 25328.525757812502 -13674.769956161417 -3277.1944453205051 -1047.5779816501606 10084.359359721724 -76888.127269345248 2767.2857075394791 -34864.483544117647 16053.885690237335 -10649.141978283917 -8671.1497591438583 1849.9799248908548 2341.7578396695585 60855.973471467398 -2997.0737297058108 168015.55463709679 75368.183654785156 19129.933450520835 -3628.9013611778851 -31449.697372698105 5887.7181952640931 151988.99668402781 -2760.3263657296352 -77133.214641839106 35867.653858901518
leaf_weight=789374 3393752 1398 280 7058 110120 25 549 305 4242 783 21 563 425 825 1949 1290 340 1164 23 64 31 74 75 65 140 464 45 2580 74 66
leaf_count=789374 3393752 1398 280 7058 110120 25 549 305 4242 783 21 563 425 825 1949 1290 340 1164 23 64 31 74 75 65 140 464 45 2580 74 66
internal_value=0 -50.712 440.56 2083.57 102.298 -8368.91 -995.811 414.892 -377.204 -1279.62 7060.61 -97.0356 -31520.4 10836.2 -1981.03 157.954 2052.11 9476.65 23158.7 50293.4 122374 32019.6 47060.3 -4882.94 -1610.27 16264 60033 -5197.62 -27655.5 -9882
internal_weight=0 924412 135038 23055 111983 1863 1413 15997 14867 13469 864 584 450 1130 12686 7303 6013 1771 607 267 54 213 149 5383 3434 574 110 2860 280 206
internal_count=4318164 924412 135038 23055 111983 1863 1413 15997 14867 13469 864 584 450 1130 12686 7303 6013 1771 607 267 54 213 149 5383 3434 574 110 2860 280 206
is_linear=0
shrinkage=0.1


Tree=4155
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 3 3 6 2 6 5 5 5 5 3 5 5 2 5 3 5 3 3 2 5 3 1 5 2 5
split_gain=3.24599e+11 1.49722e+13 3.41634e+13 1.84027e+13 3.21442e+13 1.95137e+13 1.82295e+13 2.24834e+13 1.78331e+13 1.76967e+13 3.14114e+13 4.33603e+13 2.24439e+13 2.53008e+13 2.033e+13 1.65294e+13 1.57063e+13 1.8846e+13 1.43873e+13 1.35269e+13 1.56841e+13 1.19276e+13 1.12555e+13 7.32148e+13 1.08469e+13 1.08116e+13 1.01844e+13 5.96837e+13 6.60105e+13 2.46043e+13
threshold=57.117834900000013 57.131524800000008 65.480823400000006 34.920000000000009 65.58467570000002 17.500000000000004 6.5000000000000009 1.5000000000000002 14.500000000000002 1.5000000000000002 69.015000000000015 73.995000000000019 101.05000000000001 98.020000000000024 16.500000000000004 43.205000000000005 55.005000000000003 2.5000000000000004 53.005000000000003 14.500000000000002 70.50500000000001 19.500000000000004 11.500000000000002 10.500000000000002 52.405000000000008 13.500000000000002 65.565203050000022 78.710000000000022 2.5000000000000004 60.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 25 5 8 -6 19 9 10 -5 -12 13 -13 15 -11 -16 -18 -2 -8 -21 24 23 26 -7 -4 29 -28 -29 -17
right_child=1 -3 3 4 6 21 7 -9 -10 14 11 12 -14 -15 16 22 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=11.971104120000252 -357.06905160911782 9.7651970609232848 171.97142650481931 -3648.0645755075857 -202.81899103354831 7118.6438195456931 -52652.501305509875 -43903.574314713107 -25223.683426250442 7190.3159618651907 170662.69843750002 20607.489529818391 -43489.880106111857 103219.96769701087 -28016.27282885127 420.53525158677394 -68083.921718750003 42344.55056870405 30122.629552307844 -14244.343693155319 40565.982109375007 -7860.7274782534005 2432.0605840194517 -139359.05122767857 36404.713238846627 15753.274934192901 -8558.6084143715834 -49208.497503063729 81538.722144015337 -14554.516514081866
leaf_weight=3626750 243 675003 2682 645 331 284 76 447 422 1099 22 191 41 46 595 1742 20 68 427 402 60 216 1312 42 228 534 1062 51 159 2964
leaf_count=3626750 243 675003 2682 645 331 284 76 447 422 1099 22 191 41 46 595 1742 20 68 427 402 60 216 1312 42 228 534 1062 51 159 2964
internal_value=0 -62.7934 -3047.21 -3988.52 -5721.1 -3985.27 -20506 -27328.7 -5084.91 -4240.04 8785.86 35518.8 24824 36642 -5590.65 -4246.39 -22184.4 17247.2 19068.1 -13557.4 -7126.12 11846.2 -5960.65 -7789.75 20160.1 2759.17 -6865.38 1073.73 49785.8 -9011.27
internal_weight=0 691414 16411 15741 12525 11209 1316 985 10481 10059 945 300 278 237 9114 8431 683 88 670 538 462 728 7332 6020 512 3216 5978 1272 210 4706
internal_count=4318164 691414 16411 15741 12525 11209 1316 985 10481 10059 945 300 278 237 9114 8431 683 88 670 538 462 728 7332 6020 512 3216 5978 1272 210 4706
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 4 5 0 3 2 1 1 1 0 4 5 1 0 1 0 3 1 1 1 6 2 2 2 3 0
split_gain=3.3499e+11 3.71781e+12 2.18855e+13 2.11637e+13 2.87421e+13 1.83707e+13 3.218e+13 2.30773e+13 2.39924e+13 1.47262e+13 1.58942e+13 1.51342e+13 2.04392e+13 1.42519e+13 2.38194e+13 1.92013e+13 3.74447e+13 2.98057e+13 3.97181e+13 1.56626e+13 1.50864e+13 2.58162e+13 2.44629e+13 1.21756e+13 1.60628e+13 1.59216e+13 1.97662e+13 2.53371e+13 2.42141e+13 2.55746e+13
threshold=18.500000000000004 57.405000000000008 56.835000000000008 39.739656000000004 48.712293450000011 2.5000000000000004 57.005000000000003 55.769960200000007 20.500000000000004 2.5000000000000004 30.362552800000003 30.278357500000002 30.323743050000001 55.551692500000009 1.5000000000000002 57.005000000000003 37.503486000000002 55.851332700000007 37.436176200000013 55.701368300000006 21.500000000000004 37.475443250000005 37.487839250000007 37.792847950000002 1.5000000000000002 5.5000000000000009 18.500000000000004 14.500000000000002 25.500000000000004 55.719391050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 9 7 -7 -9 10 -4 -11 -13 -14 19 17 20 23 -19 -15 22 -22 -17 25 -25 -16 27 28 29 -27
right_child=1 -3 3 4 -6 6 -8 8 -10 11 -12 12 13 14 15 16 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=11.195628997523778 21.628101177359657 -391.08875948780673 -79745.558386230477 -36775.929766845707 1434.0746297644982 147568.95928571429 -4877.4998653927369 124444.73898437501 -18959.843450055803 -8076.6081532079843 -5180.0096510246622 45381.254563312861 -421.20321670906782 45060.181576643321 12391.46638088474 2009.7414605034724 27358.586942034228 23907.397983380422 -35484.559137439057 -35491.59709540473 -5095.4979338065205 -65021.537749435243 113827.77224999999 52292.89021623884 -15451.918423549107 35419.526247479836 28128.466590294469 136852.13181276483 -30514.777625000002 131543.59996093748
leaf_weight=3717520 369407 224709 32 224 1625 35 74 20 28 426 268 173 937 29 77 90 561 559 141 144 537 83 25 70 70 62 104 59 25 50
leaf_count=3717520 369407 224709 32 224 1625 35 74 20 28 426 268 173 937 29 77 90 561 559 141 144 537 83 25 70 70 62 104 59 25 50
internal_value=0 -69.2922 123.056 5862.69 -3194.94 9441.99 43070 85818.5 40792.1 8274.45 -13133.7 9795.63 11801.3 10197.9 13902.3 16373.1 7902.52 25393.5 11944.2 -21988.7 -6947.62 -13117.9 26318 43603.4 18420.5 52955.2 63366.5 82064.3 58469.5 78332.1
internal_weight=0 600644 375935 6528 1849 4679 157 83 48 4522 300 4222 3796 3623 2686 2513 1296 1217 700 173 735 620 115 517 140 377 300 196 137 112
internal_count=4318164 600644 375935 6528 1849 4679 157 83 48 4522 300 4222 3796 3623 2686 2513 1296 1217 700 173 735 620 115 517 140 377 300 196 137 112
is_linear=0
shrinkage=0.1


Tree=4157
num_leaves=31
num_cat=0
split_feature=5 2 3 0 0 5 1 4 0 3 0 1 5 1 6 0 5 4 1 5 0 0 0 1 0 4 5 4 3 3
split_gain=3.11029e+11 4.30599e+12 1.18108e+13 1.24762e+13 2.39651e+13 1.34658e+13 1.79449e+13 1.13736e+13 1.3139e+13 2.12673e+13 2.5668e+13 2.20056e+13 5.25965e+13 3.29524e+13 1.75858e+13 1.77375e+13 1.68229e+13 4.17559e+13 2.00625e+13 1.36566e+13 1.36497e+13 2.2293e+13 2.14132e+13 1.62104e+13 2.07097e+13 3.06393e+13 1.76605e+13 2.31498e+13 1.52455e+13 1.96342e+13
threshold=81.910000000000011 2.5000000000000004 4.5000000000000009 60.029906750000002 60.693675950000006 88.015000000000015 30.160599000000001 3.5000000000000004 59.916647550000008 6.5000000000000009 59.932719750000011 30.278357500000002 98.020000000000024 30.259484550000003 1.5000000000000002 61.785186750000001 120.05000000000001 4.5000000000000009 30.259484550000003 137.05000000000004 59.963407450000012 59.932719750000011 59.982527000000012 30.370618100000005 59.939091550000008 4.5000000000000009 128.92000000000004 4.5000000000000009 4.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -5 -7 -2 -9 11 -11 12 13 -10 -12 16 18 19 -16 -18 21 -13 -22 24 25 -23 28 -28 -26 -30
right_child=1 2 -4 4 -6 6 -8 8 9 10 14 20 -14 -15 15 -17 17 -19 -20 -21 22 23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-8.3639568730135387 -1250.5801641308437 -3782.9911831734021 372.9773154923169 107266.8485126202 -9094.1478461586557 -1706.6495013786764 65644.356170819257 628.60894446474038 52707.341279560816 59201.689067925356 21334.391796254306 36.396513484074518 11026.055854692851 191284.6098754883 -1858.5034232190862 32189.812533166274 11478.67578125 -83796.689421622985 -57608.736930724233 110244.60306919644 -51856.869768608944 141602.12521609044 6365.5697315638281 -7183.1061440911089 7303.8824132582731 16980.413281249999 -93905.992329545465 25004.957046508789 107890.51309330047 13596.860477941178
leaf_weight=3935898 59646 9822 293586 26 205 85 74 16706 37 54 118 312 146 32 93 53 28 31 211 28 72 47 515 71 51 34 22 64 63 34
leaf_count=3935898 59646 9822 293586 26 205 85 74 16706 37 54 118 312 146 32 93 53 28 31 211 28 72 47 515 71 51 34 22 64 63 34
internal_value=0 86.1172 256.689 -3086.49 14454.5 40548.9 29639.1 -574.272 1568.92 8992.72 -6651.49 15417.3 45028.3 116975 -12979 -22098.4 -29457.1 9316.72 -40553.6 60861.6 10462.9 19914.4 -775.854 35981.6 45710.8 89291.8 30625.1 -5414.12 51566.8 74839.1
internal_weight=0 382266 303798 10212 390 185 159 78468 18822 2116 616 1500 215 69 562 444 391 87 304 56 1285 698 587 386 315 81 234 86 148 97
internal_count=4318164 382266 303798 10212 390 185 159 78468 18822 2116 616 1500 215 69 562 444 391 87 304 56 1285 698 587 386 315 81 234 86 148 97
is_linear=0
shrinkage=0.1


Tree=4158
num_leaves=31
num_cat=0
split_feature=2 5 2 3 6 3 3 5 1 0 5 0 0 5 3 3 1 1 3 0 3 0 0 0 1 1 1 1 3 3
split_gain=3.52957e+11 3.80537e+12 8.86638e+12 1.51659e+13 1.32827e+13 2.97029e+13 1.94251e+13 1.81602e+13 1.736e+13 2.41166e+13 2.5981e+13 1.76797e+13 1.71822e+13 1.79432e+13 1.64696e+13 1.5657e+13 2.49744e+13 2.13068e+13 3.57454e+13 5.14716e+13 2.53431e+13 2.6262e+13 3.92566e+13 6.51239e+13 2.55579e+13 3.46246e+13 3.88938e+13 3.6932e+13 3.94129e+13 3.12902e+13
threshold=4.5000000000000009 48.035000000000004 2.5000000000000004 5.5000000000000009 1.5000000000000002 8.5000000000000018 22.500000000000004 125.85000000000001 61.880021000000006 55.020029900000004 76.730000000000018 55.110554300000004 45.040161900000008 94.040000000000006 24.500000000000004 23.500000000000004 37.737121850000008 30.346469350000003 11.500000000000002 59.834458500000004 22.500000000000004 55.751981950000008 55.826364100000013 55.806974650000008 37.275078000000001 37.475443250000005 37.487839250000007 37.516458750000005 19.500000000000004 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -6 12 -5 -10 11 -11 13 -8 -9 17 -17 18 19 -7 24 -22 23 -23 -19 -26 29 28 -28 -27
right_child=-2 2 -4 4 6 15 7 14 9 10 -12 -13 -14 -15 -16 16 -18 20 -20 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-96.490705514140629 -26.907895554966689 519.82249459983313 508.59364254280945 -7960.7722245198229 -943.85629546702751 407.82921440818097 34634.89134122261 -108308.74278492649 -29509.251738975028 66092.619547526047 -3583.5354028786824 17139.674692766854 -8620.0130761679666 -61721.217294034097 -112.85293782552083 12016.414997850392 -95.088240070621652 8926.5940118775197 1133.7568753203466 -28002.290016956878 6878.919432712376 -44409.595655168814 -13304.404176580258 -222915.09118750005 -11290.331158142202 45416.244188062454 -12360.834443246571 1004.5900973294816 -87406.415393200557 -36310.911244673298
leaf_weight=1091727 2289827 217605 435079 5892 178927 1232 159 34 139 126 314 178 3762 22 24 3108 3765 3896 3641 1322 277 112 330 25 2364 316 303 73512 91 55
leaf_count=1091727 2289827 217605 435079 5892 178927 1232 159 34 139 126 314 178 3762 22 24 3108 3765 3896 3641 1322 277 112 330 25 2364 316 303 73512 91 55
internal_value=0 30.3768 178.256 -108.313 -589.726 330.774 -1097.95 -7989.16 -6129.25 8126.18 16591.1 37429.4 -7172.05 22923.1 -63538 786.027 5381.79 424.938 -5228.18 -14297.8 855.802 -17515.8 -31985.5 -76983.6 1025.52 623.872 1003.06 840.935 -29693.7 33300.4
internal_weight=0 2.02834e+06 936610 501531 283926 100998 182928 4001 6649 757 618 304 3943 181 58 94349 6873 87476 6195 2554 81281 744 467 137 80537 76641 74277 73906 394 371
internal_count=4318164 2028337 936610 501531 283926 100998 182928 4001 6649 757 618 304 3943 181 58 94349 6873 87476 6195 2554 81281 744 467 137 80537 76641 74277 73906 394 371
is_linear=0
shrinkage=0.1


Tree=4159
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 6 1 0 0 0 0 3 3 3 2 0 0 0 0 0 1 3 0 1 3 0 4 5 5 1
split_gain=3.3757e+11 3.27345e+12 1.49796e+13 1.25701e+13 1.83085e+13 3.22637e+13 5.98494e+13 6.95661e+13 2.34553e+13 1.97994e+13 7.78899e+13 5.36728e+13 4.47821e+13 2.13362e+13 2.0885e+13 1.73859e+13 1.25973e+13 2.78329e+13 3.57108e+13 1.79e+13 1.6392e+13 2.76978e+13 1.34364e+13 1.24059e+13 1.19159e+13 9.74168e+12 9.30294e+12 9.11038e+12 8.71244e+12 8.42549e+12
threshold=42.605000000000011 57.147575200000006 56.863241500000008 30.451272450000005 30.502469200000004 1.5000000000000002 30.468306550000005 59.950068600000009 59.755965500000009 59.882016200000002 59.853570100000006 21.500000000000004 23.500000000000004 26.500000000000004 12.500000000000002 59.950068600000009 59.904813200000007 59.846652800000008 59.834458500000004 59.932719750000011 30.578016350000002 9.5000000000000018 59.863160500000006 30.578016350000002 20.500000000000004 59.916647550000008 1.5000000000000002 41.365000000000002 39.355000000000011 30.346469350000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 29 5 6 26 8 -8 10 -7 28 14 25 -13 -15 17 18 -6 -18 21 -19 -23 -20 -24 -11 -5 -27 -12 -3
right_child=-2 3 -4 4 16 9 7 -9 -10 13 11 12 -14 15 -16 -17 19 20 23 -21 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=34.363231011786972 -21.80117357282322 -232.27552456884047 1844.8703589906913 -3776.7499010680776 -885.20727060602553 -7088.8050568916433 9677.4596907875748 8675.9913357911755 -52587.304351453546 2111.2855842045374 19574.320344757081 197209.86412946429 48456.9277713091 -94020.874468085123 72870.182306463073 -6030.1626680595937 10099.432690548974 37860.750451380613 48746.359893798828 546.31942590282313 -31162.463709122094 -19647.280045189309 -15541.816169250167 -17627.613647091028 -1455.1548283352572 -4447.3372241052411 -30862.889658794986 -21146.320136882878 -19389.43607596782 1419.4462778183388
leaf_weight=1332730 2685444 84039 47321 3220 77585 1278 66 307 726 2408 400 35 195 47 22 43 2149 131 192 22467 312 891 851 33 2040 3850 132 357 67 48826
leaf_count=1332730 2685444 84039 47321 3220 77585 1278 66 307 726 2408 400 35 195 47 22 43 2149 131 192 22467 312 891 851 33 2040 3850 132 357 67 48826
internal_value=0 35.8579 96.4443 -295.059 -1037.84 -4557.99 -11483.1 -31734.4 -47398.6 -1015.86 7724.45 34054.6 71248.4 -3619.06 149219 -51980.9 -603.713 -1199.05 -769.84 1380.32 -9103.73 -7344.89 -8910.72 39011.5 -5601.73 -2961.07 -4843.39 -5864.39 13984.2 374.709
internal_weight=0 1.63272e+06 1.38005e+06 252669 119804 13153 4451 1099 792 8702 1997 719 252 6705 57 90 106651 82035 77810 24616 4225 3913 3782 225 2891 6615 3352 4207 467 132865
internal_count=4318164 1632720 1380051 252669 119804 13153 4451 1099 792 8702 1997 719 252 6705 57 90 106651 82035 77810 24616 4225 3913 3782 225 2891 6615 3352 4207 467 132865
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=31
num_cat=0
split_feature=0 1 1 0 3 3 5 5 4 5 0 1 5 3 1 3 5 5 2 6 3 5 1 5 1 2 5 1 5 1
split_gain=3.57934e+11 5.20019e+12 1.63053e+13 3.64244e+13 1.20511e+13 1.12284e+13 1.04172e+13 1.19619e+13 1.12347e+13 1.29055e+13 9.96961e+12 4.05896e+13 5.04258e+13 1.61247e+13 3.07201e+13 2.94083e+13 3.03593e+13 1.99861e+13 1.88022e+13 1.58556e+13 3.88029e+13 3.0226e+13 2.65277e+13 3.84535e+13 2.22111e+13 3.01937e+13 4.23545e+13 1.53864e+13 3.06041e+13 1.78974e+13
threshold=60.035045000000004 30.362552800000003 30.346469350000003 60.042666650000008 7.5000000000000009 11.500000000000002 43.605000000000011 39.025000000000013 2.5000000000000004 56.835000000000008 60.052595500000002 30.388336800000001 66.040000000000006 7.5000000000000009 30.578016350000002 5.5000000000000009 61.845000000000006 54.990000000000002 4.5000000000000009 1.5000000000000002 16.500000000000004 70.50500000000001 30.425002000000003 86.810000000000016 30.370618100000005 6.5000000000000009 94.040000000000006 30.434657650000002 67.00500000000001 30.370618100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -6 -8 -10 13 12 -12 15 19 17 -17 -3 -19 20 27 -21 24 -24 -23 26 -26 29 -29 -15
right_child=1 10 3 4 6 -7 8 -9 9 -11 11 -13 -14 14 -16 16 -18 18 -20 21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=4.8616069172620966 -626.85316327158171 15906.317493333025 -22906.200194710749 -73484.582421875006 -4593.3071877427337 -55769.861243568979 14367.615054683929 -35400.965855506794 -86043.913437500014 -3595.1772257922166 -26826.0849609375 -130.59189266936775 -181901.69524739584 -6007.0093876008068 -58267.878866900275 22316.119711100262 136549.06692023025 -5072.6693682603436 -86902.762477678581 1170.8080439366504 6769.5440143007836 -22877.344883445869 -34218.311643042158 -168113.77225000001 2263.1448333740236 42524.40532954134 -157703.04754394531 -6151.1613302326887 -121661.010625 -103485.05453491211
leaf_weight=4198450 33191 794 284 24 694 164 547 154 20 374 166 68623 24 31 85 60 38 142 35 5725 7261 484 151 25 96 151 20 278 25 48
leaf_count=4198450 33191 794 284 24 694 164 547 154 20 374 166 68623 24 31 85 60 38 142 35 5725 7261 484 151 25 96 151 20 278 25 48
internal_value=0 -170.5 -1186.59 -9403.42 -3094.06 -34936.6 -2149.74 -10188.1 5094.17 -7780.39 257.006 -258.387 -46414.6 2552.67 1671.81 14401.8 66610.5 9132.54 -21253.8 2028.22 5135.24 -1541.67 -18293.5 -53237.6 -10104.2 13050.1 -25317.2 -25929.4 -15681.7 -65234.2
internal_weight=0 119714 35452 2261 1813 448 1789 848 941 394 84262 68813 190 15449 14380 1069 98 971 177 14295 7643 6652 927 176 751 267 116 382 303 79
internal_count=4318164 119714 35452 2261 1813 448 1789 848 941 394 84262 68813 190 15449 14380 1069 98 971 177 14295 7643 6652 927 176 751 267 116 382 303 79
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=31
num_cat=0
split_feature=0 3 0 1 5 1 3 3 5 2 3 3 6 3 3 3 3 5 3 3 6 5 4 3 6 5 3 5 5 4
split_gain=3.16042e+11 1.31085e+12 1.23821e+12 8.35108e+12 6.60996e+12 4.43128e+12 1.2737e+13 1.21982e+13 1.0981e+13 1.501e+13 8.0373e+12 2.24884e+13 1.55656e+13 8.25142e+12 8.72775e+12 7.4421e+12 6.96202e+12 1.1031e+13 1.00736e+13 8.15331e+12 7.83909e+12 6.29698e+12 6.24246e+12 6.1254e+12 6.17608e+12 5.79611e+12 7.51284e+12 7.90953e+12 6.40537e+12 9.97637e+12
threshold=61.785186750000001 20.500000000000004 60.693675950000006 114.17164950000002 71.715000000000018 61.880021000000006 6.5000000000000009 7.5000000000000009 77.715000000000018 2.5000000000000004 12.500000000000002 13.500000000000002 1.5000000000000002 15.500000000000002 17.500000000000004 16.500000000000004 11.500000000000002 57.005000000000003 9.5000000000000018 8.5000000000000018 1.5000000000000002 81.00500000000001 2.5000000000000004 2.5000000000000004 1.5000000000000002 92.035000000000011 7.5000000000000009 95.020000000000024 101.05000000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 25 8 -8 23 -10 16 -12 15 -14 -15 -13 17 -9 19 -19 -21 -18 -20 -7 -25 -4 28 -28 29 -27
right_child=1 -3 3 4 -6 6 7 10 9 -11 11 12 13 14 -16 -17 21 18 22 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-2.2511471583243616 -307.88734736685888 -25917.811894531253 651.47570744937855 -6573.7428688933405 -35643.170647024606 -16926.684139737215 -51885.224671519885 -8942.7515382589754 67866.177697908424 12351.325587859868 87522.73828125 32374.568390918834 15879.662145010432 -17037.685624988404 11556.749439330202 6904.9790525248136 -8325.5201204866971 51933.402675189398 65941.852280815976 -38753.61051290761 4403.2476736111112 -44726.614936174672 13832.406898271278 -41603.615873579547 12044.65234792167 -55902.096978539164 -30011.464019886364 11890.1884577372 -8461.0912061806066 -1567.8170470120615
leaf_weight=4258578 29670 20 24433 466 94 88 44 776 79 127 34 226 161 421 143 233 148 33 45 46 495 70 47 22 872 83 55 249 349 57
leaf_count=4258578 29670 20 24433 466 94 88 44 776 79 127 34 226 161 421 143 233 148 33 45 46 495 70 47 22 872 83 55 249 349 57
internal_value=0 -325.139 2.251 643.566 -11453.3 874.484 3919.34 369.728 12650 33641 1168.62 7337.98 5035.38 -4087.76 -9787.68 19445.6 -3358.05 -840.031 8600.98 3677.25 733.718 -20013.9 39320.7 8246.55 10724.4 378.394 -8035.48 4309.3 -15709.9 -33780.3
internal_weight=0 29690 4.28847e+06 29896 560 29336 4110 2922 1188 206 2878 1218 1184 725 564 459 1660 1442 666 574 541 218 92 982 894 25226 793 304 489 140
internal_count=4318164 29690 4288474 29896 560 29336 4110 2922 1188 206 2878 1218 1184 725 564 459 1660 1442 666 574 541 218 92 982 894 25226 793 304 489 140
is_linear=0
shrinkage=0.1


Tree=4162
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 0 1 0 3 3 4 5 5 3 3 0 0 1 0 5 0 3 6 5 5 4 5 5 5
split_gain=3.20625e+11 6.38949e+12 3.44456e+13 3.48098e+13 5.0511e+13 3.06007e+13 6.42151e+13 4.31557e+13 4.29996e+13 3.62284e+13 3.0537e+13 2.89066e+13 2.41594e+13 2.18477e+13 1.83122e+13 1.87053e+13 2.84438e+13 2.43291e+13 2.68021e+13 2.91765e+13 2.24682e+13 2.17691e+13 2.52839e+13 4.55678e+13 3.88444e+13 2.51443e+13 2.13297e+13 1.87672e+13 2.07288e+13 1.79082e+13
threshold=50.388877400000005 54.845880150000006 55.628356700000005 53.243495500000009 55.91302515000001 53.243495500000009 54.194619400000008 52.395917250000004 54.648549400000007 2.5000000000000004 9.5000000000000018 1.5000000000000002 39.025000000000013 73.010000000000005 4.5000000000000009 9.5000000000000018 56.838612000000005 55.74310830000001 52.307266200000008 55.87722990000001 161.85000000000002 55.769960200000007 11.500000000000002 1.5000000000000002 128.92000000000004 118.33500000000002 2.5000000000000004 58.305000000000007 85.91500000000002 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 11 -5 7 -7 -2 -9 -10 -6 12 -4 -11 29 17 21 -16 19 -19 -18 22 24 -24 25 26 -17 -25 -29 -13
right_child=1 -3 3 4 10 6 -8 8 9 13 -12 14 -14 -15 15 16 20 18 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=22.341155563387016 -3438.3713395802829 19.405917942131328 99.371361233647363 -44180.677739009538 -633.95111254212713 -13493.92223624932 7351.3606359476298 -8861.9481549833927 5611.045295937156 -33991.160916612593 -8443.2227070193094 -4277.2638717504551 -7297.1700638125858 -84958.716065514614 9990.4164551729118 -1595.0388832098581 7373.5981232134473 -12607.185649603069 5589.189364275815 1679.7673843764264 -70876.013070101355 -13921.072089180656 9914.4615047058323 -3300.8714803186654 100075.82206101192 -53956.274453124999 12926.019763166016 -26159.768286382881 4301.0697748460734 52139.198841831145
leaf_weight=2582291 9701 1614341 19167 295 20151 2127 4842 2965 227 980 6663 4365 5738 92 6552 2424 4449 1831 15317 6517 37 1516 1116 963 42 75 1736 1318 269 57
leaf_count=2582291 9701 1614341 19167 295 20151 2127 4842 2965 227 980 6663 4365 5738 92 6552 2424 4449 1831 15317 6517 37 1516 1116 963 42 75 1736 1318 269 57
internal_value=0 -33.2348 -732.475 35.5105 -3027.23 -4423.02 989.197 -7123.89 -15508.8 -30680.4 -2574.47 1165.31 -1604.76 -38365.2 2585.3 3199.64 170.115 4597.75 3104.71 -1453.85 6728.2 -2940.11 -844.281 -6938.29 4379.16 3430.1 4464.71 -14313.9 -20996.6 -3550.05
internal_weight=0 1.73587e+06 121532 100598 27109 20934 6969 13965 4264 1299 26814 73489 24905 1072 48584 44162 13945 30217 23665 8348 4486 9459 7943 3666 4277 4235 4160 2550 1587 4422
internal_count=4318164 1735873 121532 100598 27109 20934 6969 13965 4264 1299 26814 73489 24905 1072 48584 44162 13945 30217 23665 8348 4486 9459 7943 3666 4277 4235 4160 2550 1587 4422
is_linear=0
shrinkage=0.1


Tree=4163
num_leaves=31
num_cat=0
split_feature=0 2 3 1 5 5 1 5 5 2 1 3 5 0 2 3 5 3 5 6 2 5 1 5 3 1 2 2 3 3
split_gain=3.48266e+11 4.41227e+12 7.75837e+12 6.99148e+12 7.32287e+12 1.43352e+13 1.25219e+13 9.25203e+12 1.61248e+13 1.96244e+13 1.59808e+13 3.70654e+13 1.1847e+13 9.66702e+12 8.61546e+12 7.9201e+12 1.3989e+13 1.20256e+13 7.95576e+12 2.44956e+13 9.40365e+12 1.21433e+13 9.6122e+12 8.42149e+12 1.19046e+13 9.02625e+12 7.69136e+12 1.55933e+13 7.66157e+12 7.31795e+12
threshold=60.035045000000004 9.5000000000000018 26.500000000000004 50.388877400000005 118.33500000000002 125.85000000000001 30.362552800000003 85.91500000000002 83.010000000000005 17.500000000000004 30.388336800000001 15.500000000000002 86.810000000000016 60.052595500000002 21.500000000000004 12.500000000000002 94.040000000000006 14.500000000000002 91.050000000000011 1.5000000000000002 22.500000000000004 116.06000000000002 30.305955500000003 87.395000000000024 22.500000000000004 30.332994000000003 12.500000000000002 10.500000000000002 17.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 8 29 10 11 -10 13 -9 -11 16 -14 -17 19 -19 21 -20 -22 -21 28 -26 27 -7 -25 -3
right_child=1 2 -4 -5 5 26 -8 12 9 14 -12 -13 15 -15 -16 17 -18 18 20 23 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.7955054834566031 168.65381496764633 -4415.5662089461111 4486.4382727228231 4246.4844776830705 111856.47139423079 -30756.772316576087 8034.7186197916672 -18488.996712853776 187160.16703125002 -53433.403397253787 -33264.943085937499 36955.175600665549 -6362.4170952690974 -86208.797968750005 15991.628756009617 55417.444493447583 -109062.20171130952 -2546.5539406919634 -3377.7379798647416 4869.8980024857956 78695.901923076934 -66216.426522827154 8597.8501372132123 -55220.098312500006 12159.071844951925 -62812.519521440779 -20504.906833224828 80367.989899553577 -129625.06784274195 -670.85681970874668
leaf_weight=4198450 91536 8352 2167 1814 26 23 21 53 20 33 20 92 36 35 39 31 21 313 789 22 26 32 79 25 26 42 72 28 31 13910
leaf_count=4198450 91536 8352 2167 1814 26 23 21 53 20 33 20 92 36 35 39 31 21 313 789 22 26 32 79 25 26 42 72 28 31 13910
internal_value=0 -168.182 -1262.39 -1741.33 -2190.22 18491.4 65468 -2336.55 -1819.29 26167.4 49074.1 63777.5 -9780.96 -45423 -15828.2 -7651.63 -44199.2 -6180.44 -7559.16 -18324.2 -2223.15 -5826.99 25955.5 -52148.8 -62265.1 -34146.9 541.014 30252.9 -96408.6 -2075.75
internal_weight=0 119714 28178 26011 24197 170 47 24027 22466 204 132 112 1561 88 72 1473 57 1416 1385 459 926 821 105 146 124 68 123 51 56 22262
internal_count=4318164 119714 28178 26011 24197 170 47 24027 22466 204 132 112 1561 88 72 1473 57 1416 1385 459 926 821 105 146 124 68 123 51 56 22262
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 5 0 1 4 3 3 1 2 1 5 3 2 2 2 3 2 5 2 3 5 3 1 2 3 0
split_gain=3.38013e+11 2.74194e+12 3.85403e+13 2.45128e+13 3.56707e+13 1.80188e+13 1.77167e+13 1.72129e+13 1.69394e+13 1.76664e+13 2.79548e+13 1.25557e+13 1.32437e+13 1.28001e+13 1.1459e+13 1.07348e+13 1.04535e+13 9.43002e+12 1.5145e+13 8.12958e+12 7.94229e+12 3.24944e+13 2.63426e+13 1.92627e+13 1.40763e+13 1.40151e+13 9.94787e+12 9.86019e+12 9.52267e+12 7.86145e+12
threshold=96.015000000000015 55.657530000000008 55.645049100000001 37.642309100000013 103.45000000000002 100.05000000000001 55.674875350000008 37.328003200000005 2.5000000000000004 9.5000000000000018 11.500000000000002 37.832345550000007 7.5000000000000009 38.058342000000003 97.050000000000011 5.5000000000000009 16.500000000000004 9.5000000000000018 2.5000000000000004 16.500000000000004 8.5000000000000018 101.05000000000001 6.5000000000000009 20.500000000000004 104.75000000000001 15.500000000000002 37.832345550000007 2.5000000000000004 22.500000000000004 55.601678500000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 5 19 -4 8 -7 -3 15 -11 -6 13 -13 -12 -10 20 18 -9 -5 22 -22 23 27 -23 -26 -24 -16 -27 -2
right_child=1 6 3 4 11 7 -8 17 9 10 14 12 -14 -15 16 -17 -18 -19 -20 -21 21 24 26 -25 25 28 -28 -29 -30 -31
leaf_value=5.2996139491860674 181.43064472486793 56205.603041294649 129167.65687500002 -12923.018469551283 101418.75266203703 -9237.5086459847389 -491.77616690405023 27665.479829545453 -23365.431973379629 93573.875847833813 37020.674062500002 106832.35901692708 -33687.653487723219 16401.023298611111 18157.29918154762 -105392.08956580531 21504.598888221153 9955.6097656250004 113961.17135170993 -77490.915765224359 -160062.47914402175 46520.528749999998 96361.666741071444 -102362.6810341283 4416.7443172679223 -108917.85222935268 3000.9009999999998 -45698.182613760968 -23739.386011904764 -9314.5642063517571
leaf_weight=4168594 83576 28 30 39 27 43 64227 33 27 22 30 24 28 45 42 39 39 24 53 39 23 20 21 38 34 35 25 57 21 881
leaf_count=4168594 83576 28 30 39 27 43 64227 33 27 22 30 24 28 45 42 39 39 24 53 39 23 20 21 38 34 35 25 57 21 881
internal_value=0 -147.703 226.276 31793.7 7776.89 58304.1 -637.895 44409.3 -19369.9 -23843.8 -16061.3 41105.4 24317.2 47855.4 -22326.1 -71835.7 -27341.4 65380.3 80847.7 -45207 -33369.8 -51966.2 -19854.4 -41839.2 -29364.3 -46227.6 45622.1 -18608 -76975.9 82.3747
internal_weight=0 149570 84842 385 202 183 64728 153 501 473 407 124 97 69 385 66 355 110 86 78 316 133 183 137 110 90 46 99 56 84457
internal_count=4318164 149570 84842 385 202 183 64728 153 501 473 407 124 97 69 385 66 355 110 86 78 316 133 183 137 110 90 46 99 56 84457
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 3 5 5 5 3 5 2 2 5 2 2 5 1 3 1 5 0 5 3 3 5 5 5 1 3
split_gain=3.31823e+11 7.5381e+12 1.2237e+13 1.44514e+13 5.34908e+13 4.60739e+13 1.25005e+13 1.05318e+13 9.58299e+12 1.00667e+13 1.98962e+13 1.96296e+13 2.541e+13 1.97906e+13 2.36334e+13 2.06485e+13 1.51671e+13 1.25331e+13 1.06951e+13 9.34573e+12 8.91151e+12 1.47078e+13 8.40252e+12 7.7999e+12 1.43708e+13 1.16449e+13 9.26823e+12 7.43821e+12 7.41175e+12 9.07777e+12
threshold=60.063729500000008 30.410108300000001 125.85000000000001 107.05000000000001 110.05000000000001 15.500000000000002 81.00500000000001 116.06000000000002 82.00500000000001 5.5000000000000009 97.050000000000011 4.5000000000000009 3.5000000000000004 85.91500000000002 14.500000000000002 9.5000000000000018 89.00500000000001 30.160599000000001 26.500000000000004 30.323743050000001 86.810000000000016 60.693675950000006 80.815000000000012 22.500000000000004 17.500000000000004 90.015000000000015 89.00500000000001 25.005000000000006 30.346469350000003 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 7 22 -6 -8 10 17 12 16 14 15 -13 -11 20 19 23 -10 -22 27 24 25 -15 -25 -2 29 -29
right_child=1 -3 -4 4 5 -7 8 -9 9 11 -12 13 -14 18 -16 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=3.6799106718715673 11912.81142578125 278.90575093532777 -52682.069366455078 162328.02614062501 -4031.9584643554685 -120395.55445963543 -49661.05543707771 92490.33099459135 -32970.697182765151 -42917.700350133382 -106804.81532226564 9924.104715169271 100945.10148925782 -74185.742376893948 -31746.377277260643 134368.43763020833 42583.687034970237 -62887.749342105264 33048.562215909093 -84355.867242588138 87303.601718750011 -24805.535795454547 44059.457402343753 -30526.407606630069 -120102.57220982143 1762.5415151742791 52650.32298060826 -5269.3269477498152 -8766.4608321637261 651.5109706515982
leaf_weight=4243385 382 60502 48 25 20 24 74 26 33 41 30 30 36 33 47 24 42 38 22 39 25 22 40 37 21 52 21 3935 1537 7573
leaf_count=4243385 382 60502 48 25 20 24 74 26 33 41 30 30 36 33 47 24 42 38 22 39 25 22 40 37 21 52 21 3935 1537 7573
internal_value=0 -208.819 -2275.66 -2105.62 36766.5 -8076.91 -2366.9 50524.1 -15729.9 -11495.6 -34088.1 -3981.72 30780.8 -16671.1 20103.8 65232.7 348.062 -15600.8 -33178.9 -40356.3 6860.44 34827 -1705.05 -29893 -46024.8 -27723.3 -410.695 -1841.38 -2244.15 -1373.04
internal_weight=0 74779 14277 14229 95 70 14134 46 667 593 148 445 119 326 101 54 83 118 225 203 80 47 13467 164 106 85 58 13427 13045 11508
internal_count=4318164 74779 14277 14229 95 70 14134 46 667 593 148 445 119 326 101 54 83 118 225 203 80 47 13467 164 106 85 58 13427 13045 11508
is_linear=0
shrinkage=0.1


Tree=4166
num_leaves=31
num_cat=0
split_feature=1 6 4 0 0 0 5 0 1 1 3 5 3 1 2 3 2 5 5 5 2 3 1 0 5 3 5 5 1 1
split_gain=3.24309e+11 3.54675e+12 8.69263e+12 1.45929e+13 2.49153e+13 2.41338e+13 2.87516e+13 3.08072e+13 3.5867e+13 4.68983e+13 9.59995e+13 4.38706e+13 5.78695e+13 3.92582e+13 8.16664e+13 5.53065e+13 3.20099e+13 2.88362e+13 2.85346e+13 6.66375e+13 5.92092e+13 5.68587e+13 4.57022e+13 7.52301e+13 6.66972e+13 1.17532e+14 6.34786e+13 4.04223e+13 3.73593e+13 3.5411e+13
threshold=38.781124500000011 1.5000000000000002 1.5000000000000002 59.846652800000008 55.975961550000008 59.990816400000007 32.005000000000003 59.939091550000008 30.370618100000005 30.315880100000005 14.500000000000002 56.005000000000003 10.500000000000002 30.362552800000003 3.5000000000000004 6.5000000000000009 4.5000000000000009 54.410000000000004 50.805000000000007 40.005000000000003 1.5000000000000002 16.500000000000004 30.305955500000003 59.963407450000012 59.810000000000009 9.5000000000000018 63.455000000000005 62.385000000000012 30.259484550000003 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 9 18 13 -10 -13 15 -15 16 -11 -12 19 21 -21 -9 23 24 -20 -26 -27 28 -25 -23
right_child=-2 2 -4 5 -6 -7 7 8 11 10 17 12 -14 14 -16 -17 -18 -19 22 20 -22 29 -24 27 25 26 -28 -29 -30 -31
leaf_value=-187.97119969888584 -18.039474527505654 -154.58282762249328 421.97306346243096 -1550.5858323621478 -2756.236344796147 -843.37539139331602 2101.3833738691433 7223.9658759427057 444.20266394942405 19517.988994756477 9886.893366415743 146813.67792968752 5450.7169630912886 274041.58440896741 4545.3247869318184 63461.818455156521 -95796.306828703717 -49585.098466639371 -61801.906375619496 155283.40384290539 26792.69606195105 -28337.641372751637 -122523.5279592803 51546.501623019372 -38433.993333839448 177204.75040604442 34466.598729622019 -5330.2733176491483 175477.8509079392 -129796.45436046513
leaf_weight=443968 3012745 221592 512672 12170 44143 39839 21596 1197 4153 222 661 48 73 23 22 573 27 93 227 37 1167 172 33 71 283 38 173 66 37 43
leaf_count=443968 3012745 221592 512672 12170 44143 39839 21596 1197 4153 222 661 48 73 23 22 573 27 93 227 37 1167 172 33 71 283 38 173 66 37 43
internal_value=0 41.6329 159.964 -225.163 -586.761 931.923 2568.91 4184.32 8950 14557.5 28647.1 2173.55 61528.6 51341.5 142288 46362.7 7014.03 2551.49 8112.98 13457.3 30741.3 -1280.62 -6952.52 -2691.25 -16933.9 3683.57 60173 56325.8 94004.5 -48629.4
internal_weight=0 1.30542e+06 861451 348779 265735 83044 43205 31035 9439 5165 1621 4274 121 867 45 822 249 754 3544 2616 1204 1412 928 895 721 494 211 174 108 215
internal_count=4318164 1305419 861451 348779 265735 83044 43205 31035 9439 5165 1621 4274 121 867 45 822 249 754 3544 2616 1204 1412 928 895 721 494 211 174 108 215
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=31
num_cat=0
split_feature=5 2 1 0 3 3 1 2 5 5 1 3 4 5 3 5 3 5 5 6 5 3 1 5 1 5 5 5 1 1
split_gain=4.98472e+11 2.39725e+12 8.6845e+12 7.70946e+12 1.26118e+13 2.20779e+13 1.62079e+13 1.43086e+13 1.17927e+13 3.09517e+13 1.15329e+13 2.21475e+13 1.8488e+13 2.41217e+13 1.14972e+13 1.08055e+13 1.50699e+13 2.02965e+13 1.21006e+13 1.14214e+13 1.07457e+13 1.01613e+13 9.08745e+12 9.00894e+12 1.62493e+13 8.30797e+12 8.23965e+12 9.16128e+12 1.07203e+13 8.2243e+12
threshold=42.005000000000003 2.5000000000000004 30.451272450000005 43.642715500000008 12.500000000000002 11.500000000000002 39.969502550000009 1.5000000000000002 40.005000000000003 40.905000000000008 39.726951800000002 2.5000000000000004 1.0000000180025095e-35 33.805000000000007 3.5000000000000004 36.995000000000012 4.5000000000000009 33.805000000000007 33.395000000000003 1.5000000000000002 25.005000000000006 5.5000000000000009 39.718803500000007 41.005000000000003 39.739656000000004 30.990000000000006 32.615000000000009 28.810000000000006 39.704585000000002 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 29 8 -4 -10 11 -9 13 -13 22 16 17 19 26 -16 -21 -12 -14 -11 -25 -24 27 -18 -29 -7
right_child=-2 -3 3 -5 -6 6 -8 10 9 23 21 12 14 -15 15 -17 18 -19 -20 20 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=2099.3395947386957 -26.078394561056474 -29.619837674754276 342.6428592370815 210.73365557058875 -23116.084189520945 36062.576322885579 81763.193625332453 56888.098501864348 125077.32788461538 -18634.965008707684 -5373.4982262309532 -4324.701091822023 -9594.6941525342991 77192.014171511633 93167.066542271219 -32639.914848995209 -41481.273604038783 -38868.159558354593 8470.8980283416968 -37484.0908203125 38700.083381558645 6952.6398993885514 -25234.441947617641 81850.494119510142 8566.1775943618231 -65957.589569142656 -71612.49915364584 -65505.594585129322 -297.38704435516519 -8417.4904760116187
leaf_weight=23895 2717292 1173189 4194 392703 288 89 47 44 26 75 3687 233 82 43 28 256 140 49 137 24 81 817 86 37 166 120 36 29 193 78
leaf_count=23895 2717292 1173189 4194 392703 288 89 47 44 26 75 3687 233 82 43 28 256 140 49 137 24 81 817 86 37 166 120 36 29 193 78
internal_value=0 44.265 246.941 137.321 -2463.44 -1912.54 29887.3 -2555.57 1721.18 20739.6 -5716.93 -13065 -15067.5 8375.37 -20198.6 -15003.7 -8706.76 16149.6 -17162.6 36419.3 21286.6 -3137.61 -37749.4 10981.4 21923.4 -48956.7 -25986.1 -21448.7 -8815.58 15287.5
internal_weight=0 1.60087e+06 427683 403788 11085 10797 214 10583 4498 304 6085 1581 1537 276 1261 973 717 182 535 133 105 4504 288 278 203 206 398 362 222 167
internal_count=4318164 1600872 427683 403788 11085 10797 214 10583 4498 304 6085 1581 1537 276 1261 973 717 182 535 133 105 4504 288 278 203 206 398 362 222 167
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=31
num_cat=0
split_feature=5 6 5 3 5 3 1 1 0 0 3 4 0 1 3 0 0 1 2 1 0 0 0 0 0 3 5 1 0 0
split_gain=4.05164e+11 2.94751e+12 7.01705e+12 1.47611e+13 1.05152e+13 2.00122e+13 1.43259e+13 1.86587e+13 2.95112e+13 3.79902e+13 1.7464e+13 1.65347e+13 2.37111e+13 1.59771e+13 1.42896e+13 1.41017e+13 1.36689e+13 4.90774e+13 1.04151e+13 1.36209e+13 9.92543e+12 1.68469e+13 2.31977e+13 2.03269e+13 1.12711e+13 2.58289e+13 1.59653e+13 1.12592e+13 9.64401e+12 8.97787e+12
threshold=42.605000000000011 1.5000000000000002 42.005000000000003 21.500000000000004 41.810000000000009 22.500000000000004 37.642309100000013 37.436176200000013 55.842510000000011 55.801980100000009 21.500000000000004 1.5000000000000002 55.576287050000012 37.66934650000001 16.500000000000004 55.708120100000009 43.465905150000005 44.083877800000003 2.5000000000000004 82.902675200000019 55.91302515000001 55.695992150000002 55.727011600000004 51.717367500000009 55.769960200000007 24.500000000000004 42.405000000000008 37.914142000000005 43.642715500000008 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 29 -1 6 7 10 9 11 -6 12 -9 -8 15 -14 17 -15 19 -18 21 23 27 -5 25 -24 -27 -23 -20 -4
right_child=-2 -3 3 20 5 -7 13 8 -10 -11 -12 -13 14 16 -16 -17 18 -19 28 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-189.75675413791862 -23.884361258754019 128.86313254641732 -8519.7034118245192 13506.306694913645 6396.8245837556133 11021.066594552132 -81887.257291666669 6203.4862807544314 -8572.0179237971224 152832.05192871095 -51551.553544560185 -22075.881816406254 68090.148625000002 151825.00425347223 35526.421022727271 175404.45052083334 -1276.2279659650426 3258.9681057400176 -34969.170703125004 18028.60089095365 -7557.9557259477288 55730.222747009626 -98180.771522177427 -9664.0482603485725 13504.710248292524 -27664.839478600545 45315.48784363945 1124.4309946695964 -1522.7902540955954 -1618.8875687295167
leaf_weight=476153 2685444 1130304 3832 617 1409 2322 24 67 126 32 54 40 25 27 33 24 835 126 87 650 718 177 31 980 648 69 53 48 9498 3711
leaf_count=476153 2685444 1130304 3832 617 1409 2322 24 67 126 32 54 40 25 27 33 24 835 126 87 650 718 177 31 980 648 69 53 48 9498 3711
internal_value=0 39.2842 -162.245 -2673.71 -106.633 2466.97 945.745 9202.67 30050.4 52070.4 4257.92 35010.2 50335.3 -383.056 86394.3 120652 -208.762 29476.5 -619.046 7173.7 2859.78 5711.45 15710.1 -712.195 7740.69 -16671.6 4039.73 44081 -1826.37 -5124.64
internal_weight=0 1.63272e+06 502416 10884 491532 15379 13057 1810 347 221 1463 189 149 11247 82 49 11223 153 11070 1485 3341 2623 1026 1597 801 153 122 225 9585 7543
internal_count=4318164 1632720 502416 10884 491532 15379 13057 1810 347 221 1463 189 149 11247 82 49 11223 153 11070 1485 3341 2623 1026 1597 801 153 122 225 9585 7543
is_linear=0
shrinkage=0.1


Tree=4169
num_leaves=31
num_cat=0
split_feature=0 6 0 1 5 3 3 3 2 1 5 5 3 1 3 3 5 0 1 1 3 1 3 1 3 1 5 2 5 5
split_gain=3.93223e+11 7.29714e+12 1.39364e+13 3.36369e+13 3.73203e+13 3.00333e+13 6.58299e+13 6.46396e+13 6.48841e+13 5.6389e+13 4.96192e+13 9.9538e+13 4.30399e+13 3.82915e+13 5.4635e+13 7.42439e+13 7.58163e+13 1.08951e+14 8.64663e+13 6.32035e+13 5.29647e+13 3.58746e+13 1.71919e+14 8.61808e+13 4.44933e+13 3.81434e+13 3.49235e+13 3.20206e+13 3.1431e+13 3.12021e+13
threshold=59.939091550000008 1.5000000000000002 59.963407450000012 30.259484550000003 114.05000000000001 17.500000000000004 16.500000000000004 18.500000000000004 13.500000000000002 30.315880100000005 62.385000000000012 59.245000000000012 20.500000000000004 30.332994000000003 9.5000000000000018 10.500000000000002 86.810000000000016 59.950068600000009 30.278357500000002 30.278357500000002 13.500000000000002 30.346469350000003 12.500000000000002 30.362552800000003 13.500000000000002 30.578016350000002 57.995000000000012 6.5000000000000009 88.015000000000015 67.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 13 8 9 -7 11 -11 -9 14 -5 -16 17 29 -19 -18 -20 22 -15 -23 25 28 -22 -8 -25 -17
right_child=1 -3 -4 4 -6 7 27 12 -10 10 -12 -13 -14 21 15 16 19 18 20 -21 26 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.4700796777222713 4948.1329800168705 276.91293319696882 -371.26005470572977 -1712.3163056868125 34520.776174115905 -52528.568412358713 -16560.253338861734 -24166.648513466618 -49717.470833333333 67440.959365939125 119624.3069034091 -107640.17099358975 2744.0065128260135 -3864.3563797883066 -83007.570760444971 -1440.3593809089109 152680.33018022016 12912.677811279296 -159094.48582175927 -11652.007820312501 -37171.441373954702 -168269.13051757813 168645.71901408452 -24391.857038927235 21863.791994976487 31859.518169038616 -159775.67229166668 -70865.227749235739 87092.032692307694 -74958.54717029391
leaf_weight=4068831 2998 161541 76483 1159 207 47 179 923 78 194 110 39 1669 310 230 690 44 80 108 50 103 32 71 925 511 157 30 276 26 63
leaf_count=4068831 2998 161541 76483 1159 207 47 179 923 78 194 110 39 1669 310 230 690 44 80 108 50 103 32 71 925 511 157 30 276 26 63
internal_value=0 -121.903 -855.742 -4132.3 -7407.86 -8478.84 -13220.4 -662.948 33541.6 50193.4 64269 38135.5 -6838.76 -9623.18 -17766.3 -31075.7 -20849.3 -28386.7 -77168.6 65269.5 -107071 623.795 28283.2 -5759.14 -2547.09 -13805.2 -64826.5 -49501.3 -21343.9 -7591.28
internal_weight=0 249333 87792 11309 8311 8104 5044 3060 468 390 343 233 2592 4589 2557 1398 1168 1074 321 94 241 2032 381 1651 1619 1108 133 455 951 753
internal_count=4318164 249333 87792 11309 8311 8104 5044 3060 468 390 343 233 2592 4589 2557 1398 1168 1074 321 94 241 2032 381 1651 1619 1108 133 455 951 753
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=31
num_cat=0
split_feature=5 1 5 1 4 1 0 0 6 0 0 0 0 0 0 4 1 0 5 6 3 1 1 0 3 5 5 0 5 0
split_gain=3.58608e+11 3.9701e+12 1.57485e+13 1.77989e+13 1.66938e+13 1.437e+13 4.12434e+13 1.13017e+14 7.87994e+13 2.18986e+14 1.56245e+14 9.11391e+13 7.87202e+13 7.30654e+13 6.17847e+13 6.31899e+13 6.00923e+13 1.23868e+14 4.90908e+13 4.51424e+13 1.09818e+14 4.10585e+13 4.0631e+13 9.46448e+13 6.1468e+13 4.71465e+13 3.94247e+13 6.47406e+13 4.34406e+13 3.93331e+13
threshold=41.505000000000003 37.889331900000009 42.605000000000011 37.457850350000008 2.5000000000000004 37.832345550000007 55.657530000000008 55.576287050000012 1.5000000000000002 55.745923000000012 55.975961550000008 55.701368300000006 55.701368300000006 55.628356700000005 56.009576300000013 1.5000000000000002 37.855187800000003 55.777112100000004 47.005000000000003 1.5000000000000002 15.500000000000002 37.869926150000005 37.855187800000003 55.674875350000008 9.5000000000000018 78.010000000000005 123.15000000000002 55.975961550000008 142.05000000000004 55.173809400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 29 10 12 11 -8 22 -9 15 -12 17 -13 -14 20 -15 -22 23 -10 -25 -26 -11 28 -28 -7
right_child=1 -3 5 4 -6 6 8 13 9 26 14 16 18 19 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=39.352476910610733 558.43167295086846 -91.499628039003483 -16.707936993592423 5354.3787235349682 74525.091169084815 -3272.2436238726805 2743.6319064602353 -80794.536536261046 -14376.852039930556 36.00558600811177 -65290.727556818179 -84461.899240757048 -4345.7519100040581 41390.622865590471 23554.149850017911 114819.58029641544 -24935.109463877376 15763.013603010149 56199.384605210114 -34524.305080319209 -30857.65025917063 48543.879311231161 14692.704551435836 219230.25538793104 96051.567019440408 5717.6791442169542 142711.88793269231 -57815.156859756098 20085.937165715146 18097.165834824693
leaf_weight=1507337 19224 2080768 667532 11189 35 2034 4702 198 162 11913 22 142 154 362 349 170 3008 937 1027 879 787 71 3222 29 172 87 65 41 52 1494
leaf_count=1507337 19224 2080768 667532 11189 35 2034 4702 198 162 11913 22 142 154 362 349 170 3008 937 1027 879 787 71 3222 29 172 87 65 41 52 1494
internal_value=0 -21.1032 179.536 2405.87 5570.07 82.6434 2150.05 -5462.27 3839 7906.74 -3539.61 -6750.24 25846.8 -22724.9 48619.8 94181.9 -17672.7 2573.08 48304.4 -17247.2 -4799.14 -24287.1 18623.9 46771 81166.6 65707.8 694.164 50318.5 88211.5 5777.05
internal_weight=0 2.81083e+06 730059 30448 11224 699611 32079 5825 26254 16924 9330 8789 4853 2297 541 192 4087 1079 1181 2099 1220 858 3672 450 288 259 12071 158 117 3528
internal_count=4318164 2810827 730059 30448 11224 699611 32079 5825 26254 16924 9330 8789 4853 2297 541 192 4087 1079 1181 2099 1220 858 3672 450 288 259 12071 158 117 3528
is_linear=0
shrinkage=0.1


Tree=4171
num_leaves=31
num_cat=0
split_feature=0 2 1 5 2 2 4 6 2 5 5 3 5 1 1 1 1 3 0 1 1 5 1 3 5 2 1 1 1 5
split_gain=3.48991e+11 1.34306e+12 7.00069e+12 1.8019e+12 1.34971e+12 1.37788e+12 6.63818e+12 3.42809e+12 2.65756e+12 2.40497e+12 2.39564e+12 2.13288e+12 1.248e+12 1.88807e+12 5.46964e+12 1.12007e+13 9.59708e+12 6.55098e+12 8.53405e+12 4.55696e+13 2.48948e+13 8.52224e+12 8.02266e+12 1.00486e+13 6.71648e+12 6.52711e+12 6.19351e+12 2.25988e+13 7.43633e+12 7.42032e+12
threshold=61.785186750000001 15.500000000000002 40.247294600000011 72.705000000000013 14.500000000000002 12.500000000000002 2.5000000000000004 1.5000000000000002 11.500000000000002 40.205000000000005 44.605000000000011 13.500000000000002 32.005000000000003 114.17164950000002 59.76223980000001 57.550671000000001 61.880021000000006 4.5000000000000009 63.563300600000012 65.659480050000013 113.46563545000002 75.015000000000015 104.38035940000002 8.5000000000000018 60.905000000000008 5.5000000000000009 65.659480050000013 84.920232800000022 86.192907650000009 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 8 7 10 12 -10 -7 -11 -2 14 15 -14 25 -18 19 -19 22 26 23 -21 -25 -16 -20 29 -29 -28
right_child=1 2 3 -5 -6 6 -8 -9 9 11 -12 -13 13 -15 16 -17 17 18 21 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=2.3654374911598204 -2000.0606055759181 57823.87646484375 10308.522737630208 -25300.487313729747 -20289.607732077206 32256.263981119795 44280.623115109178 -35006.558072916669 9088.0100911458339 -46805.821827353204 -9538.7540222167972 -10001.583775901796 -164.79846853777269 1937.3732933602969 -14452.914627644663 12088.131842734774 7904.1852767052933 78321.139903109681 -4446.8248451818672 -25624.271836419754 -10003.575948852756 -18440.339072004714 -110551.6199728261 -124027.81427556819 -43957.909687500003 -67055.14006250001 20268.958385067894 -43575.427660472975 1883.3186214493544 63698.420766469593
leaf_weight=4288474 3949 24 30 27 34 24 39 27 24 31 32 32 15808 3893 418 783 582 51 1379 81 563 262 23 22 20 25 84 37 1312 74
leaf_count=4288474 3949 24 30 27 34 24 39 27 24 31 32 32 15808 3893 418 783 582 51 1379 81 563 262 23 22 20 25 84 37 1312 74
internal_value=0 -341.667 12517.5 -6558.9 -376.846 -353.953 10251.5 -5738.15 -397.883 -17849.6 8373.4 -28111.6 -346.18 -89.2196 -455.765 413.47 -3379.23 -1993.78 -3467.84 -12978.5 -19545.9 -1171.74 -56342.6 -46206 -85899.3 -17421.4 395.955 4827.4 636.489 40609.3
internal_weight=0 29690 81 57 29609 29575 122 83 29453 87 56 63 29366 25417 21524 16591 4933 4490 3908 760 709 3148 146 123 42 443 2886 1507 1349 158
internal_count=4318164 29690 81 57 29609 29575 122 83 29453 87 56 63 29366 25417 21524 16591 4933 4490 3908 760 709 3148 146 123 42 443 2886 1507 1349 158
is_linear=0
shrinkage=0.1


Tree=4172
num_leaves=31
num_cat=0
split_feature=5 2 0 3 5 2 5 1 5 2 0 4 0 0 1 1 1 4 5 0 5 0 1 5 0 4 0 3 3 1
split_gain=3.45029e+11 2.53679e+12 8.98586e+12 1.05779e+13 1.13125e+13 1.2428e+13 9.77607e+12 1.07033e+13 8.20983e+12 2.45728e+13 6.23302e+13 7.35913e+13 2.74199e+13 2.72778e+13 2.08544e+13 6.19686e+13 3.44214e+13 2.61108e+13 2.27822e+13 1.82997e+13 1.62452e+13 1.15566e+13 1.55142e+13 1.13216e+13 2.02839e+13 3.24005e+13 2.40022e+13 4.6141e+13 2.02667e+13 1.24333e+13
threshold=102.01000000000001 8.5000000000000018 44.893607100000004 17.500000000000004 109.05000000000001 11.500000000000002 137.05000000000004 39.739656000000004 161.85000000000002 9.5000000000000018 51.83362145000001 3.5000000000000004 53.340367100000002 47.272352350000006 65.58467570000002 60.611165000000007 46.037218400000008 4.5000000000000009 225.45000000000002 55.099723300000008 177.02500000000003 56.301440000000007 37.615058950000012 177.02500000000003 47.228519500000004 4.5000000000000009 53.355366400000001 17.500000000000004 23.500000000000004 33.101335500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 -8 -4 10 11 -10 -12 -13 15 16 21 20 -17 -16 -18 22 -14 24 25 28 27 -26 -11 -28
right_child=1 2 8 4 6 -7 7 -9 9 23 12 13 14 -15 19 18 17 -19 -20 -21 -22 -23 -24 -25 26 -27 29 -29 -30 -31
leaf_value=4.536697047259314 132.46302652804124 -11048.826930798885 -1001.1267276823137 -22347.375427827385 -11544.359094103149 69058.033210784313 5320.4678643254956 70918.865388257589 229385.46880387931 -72471.326355527053 -105225.22455357143 -3431.4182617187503 1890.8649098115811 122209.99953703705 23275.297192382815 -136024.13222030248 98895.845028409094 165495.71044921875 -4750.9118750000007 120202.81685267857 -20070.492154947919 34155.322774621214 -105881.55749733665 5890.8131507840608 139671.95737304687 44016.069843750003 34379.896898674247 -53950.274023437501 22495.133971715855 -12137.354091115041
leaf_weight=4209727 77067 1637 26668 21 271 51 101 33 29 134 21 48 34 27 64 39 22 24 20 28 24 33 22 1390 32 40 66 20 27 444
leaf_count=4209727 77067 1637 26668 21 271 51 101 33 29 134 21 48 34 27 64 39 22 24 20 28 24 33 22 1390 32 40 66 20 27 444
internal_value=0 -176.123 -934.23 -7230.41 5873.86 42398.1 -619.337 21475.3 -479.276 4898.13 26576.3 94107.1 5358.14 41799.5 12849.3 -4000.11 28477.6 80941.6 -91524.7 52775 36826.5 -12786.3 -40448.3 518.193 -9269.41 -36533.1 481.468 65201.9 -56545.3 -6117.47
internal_weight=0 108437 31370 2114 477 72 405 134 29256 2588 435 104 331 75 310 218 159 70 59 92 46 89 56 2153 763 201 562 52 161 510
internal_count=4318164 108437 31370 2114 477 72 405 134 29256 2588 435 104 331 75 310 218 159 70 59 92 46 89 56 2153 763 201 562 52 161 510
is_linear=0
shrinkage=0.1


Tree=4173
num_leaves=31
num_cat=0
split_feature=1 1 3 3 2 5 3 5 5 5 3 0 0 5 5 0 3 5 5 5 3 5 3 2 4 5 3 5 2 5
split_gain=3.50219e+11 5.83761e+12 1.18608e+13 2.62678e+13 1.45212e+13 1.12907e+13 1.19322e+13 1.17294e+13 1.07584e+13 1.04891e+13 1.3606e+13 9.47205e+12 9.50687e+12 9.39698e+12 9.02998e+12 8.63508e+12 2.98254e+13 3.75727e+13 3.02434e+13 3.28124e+13 2.71419e+13 2.09466e+13 1.5493e+13 1.69848e+13 1.42909e+13 2.68381e+13 3.25899e+13 4.88286e+13 4.55045e+13 1.77845e+13
threshold=39.704585000000002 39.714575750000009 15.500000000000002 21.500000000000004 14.500000000000002 90.015000000000015 23.500000000000004 81.910000000000011 150.04500000000004 132.05000000000004 7.5000000000000009 47.222459950000008 47.228519500000004 100.05000000000001 116.06000000000002 47.208883950000008 11.500000000000002 112.04500000000002 82.00500000000001 78.710000000000022 6.5000000000000009 95.020000000000024 4.5000000000000009 5.5000000000000009 2.5000000000000004 51.015000000000008 5.5000000000000009 58.755000000000003 2.5000000000000004 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 7 -7 11 9 15 -11 -5 -13 -8 -15 16 17 18 19 24 -20 -22 -19 -24 25 -2 -27 28 -28 -29
right_child=1 -3 3 5 -6 6 13 -9 -10 10 -12 12 -14 14 -16 -17 -18 22 20 -21 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-33.262209371957297 -10444.90704458017 12.019204976109005 16816.05473420654 18378.694585229718 83606.688095238103 94518.561141304352 66110.417805989593 -42284.642355685763 36487.176791158534 -92512.597237723225 -118.95686233108108 -45142.088237847231 -2386.9156209367657 -38513.79629434122 41277.256131114133 1368.1638273797566 -48457.451970039321 127740.93116319446 -120263.5092120216 93733.668214285717 -90240.815178571444 38290.68024902344 -34198.776729910714 86716.831475360581 -34082.953752983944 -9822.8093334173391 246089.18831845239 -2335.4900231291117 60862.428637695317 99354.40944940476
leaf_weight=1826521 807 2475491 1542 218 21 23 24 72 82 28 37 54 1409 37 23 10946 153 27 42 35 21 32 21 26 144 155 21 95 36 21
leaf_count=1826521 807 2475491 1542 218 21 23 24 72 82 28 37 54 1409 37 23 10946 153 27 42 35 21 32 21 26 144 155 21 95 36 21
internal_value=0 24.3832 1919.31 7165.35 519.542 -835.394 30700.4 -2760.28 382.467 148.373 -39919.3 -1067.39 -3965.03 13226.4 -7927.23 355.367 -6420.96 -2084.09 -5731.85 -1792.5 -60219.2 -12636.9 67371.2 32690.7 -4406.59 -641.484 23478.5 53315 129104 16073.9
internal_weight=0 2.49164e+06 16152 3402 12750 1860 107 1753 12729 12647 65 1681 1463 84 60 12582 1636 1483 1409 1314 95 53 74 47 1279 1135 328 173 57 116
internal_count=4318164 2491643 16152 3402 12750 1860 107 1753 12729 12647 65 1681 1463 84 60 12582 1636 1483 1409 1314 95 53 74 47 1279 1135 328 173 57 116
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=31
num_cat=0
split_feature=5 4 5 0 4 1 3 2 3 2 2 0 0 6 3 1 4 0 5 5 3 3 0 0 0 3 2 1 0 2
split_gain=3.71616e+11 2.60657e+12 4.14503e+12 7.85059e+12 1.06042e+13 7.55284e+12 1.89632e+13 7.433e+12 5.96602e+12 4.99947e+12 5.98907e+12 1.97035e+13 2.54498e+13 5.63777e+12 1.48753e+13 1.75833e+13 1.6648e+13 7.26166e+12 5.89029e+12 5.59955e+12 1.59877e+13 2.98984e+13 5.33585e+12 9.59896e+12 8.31222e+12 7.32212e+12 6.25876e+12 5.37697e+12 6.99538e+12 5.57306e+12
threshold=150.04500000000004 2.5000000000000004 161.85000000000002 56.838612000000005 1.5000000000000002 30.305955500000003 5.5000000000000009 8.5000000000000018 8.5000000000000018 2.5000000000000004 3.5000000000000004 43.642715500000008 45.067452850000002 1.5000000000000002 9.5000000000000018 44.083877800000003 1.0000000180025095e-35 59.932719750000011 225.45000000000002 225.45000000000002 3.5000000000000004 5.5000000000000009 47.249522000000006 52.485928400000006 43.592450450000008 16.500000000000004 5.5000000000000009 82.962740850000003 54.484631300000011 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -4 -6 -2 19 11 -11 -13 14 15 -12 -16 22 -18 20 -7 -22 24 -24 -15 26 -26 29 -29 -25
right_child=1 -3 5 -5 7 9 -8 -9 -10 10 13 12 -14 17 16 -17 18 -19 -20 -21 21 -23 23 27 25 -27 -28 28 -30 -31
leaf_value=1.7669363318390774 -65186.095596590909 -976.74384793830677 37547.24212239583 70195.762562500007 67466.071573414534 20633.154986213238 -75429.291511418283 1342.2957261029414 3872.4132812500002 -63822.174658203126 107717.85166015626 139058.8573046875 19947.321112832258 25939.67751386089 -97350.727650669651 -8121.8541837993434 29348.632099066839 -31926.378209339491 -23520.647727966309 -880.91045575823102 -159615.77449218751 11224.772172619048 63157.332702323714 2101.045395479588 -7187.2209725215525 33927.606889204551 -55729.921429941605 25247.266401811081 -48004.160937500004 26138.237817158832
leaf_weight=4302555 22 13649 24 25 34 34 39 34 29 24 20 20 174 62 28 38 27 44 96 532 20 21 39 173 58 22 49 22 32 218
leaf_count=4302555 22 13649 24 25 34 34 39 34 29 24 20 20 174 62 28 38 27 44 96 532 20 21 39 173 58 22 49 22 32 218
internal_value=0 -487.05 2923.07 19254.1 8552.02 1628.1 -32390.6 34404.2 -25917.5 2850.68 6737.31 21652.7 32226.9 3233.49 -11223.3 31822.9 -27757.5 7435.8 -11915.2 -4487.17 -30067.6 -72112.1 10001.6 15586.9 -4151.61 -18614.1 -29417.1 11417.8 -18161 15502.9
internal_weight=0 15609 1960 144 119 1816 63 68 51 1753 1146 218 194 928 209 58 151 719 123 607 75 41 675 484 191 129 107 445 54 391
internal_count=4318164 15609 1960 144 119 1816 63 68 51 1753 1146 218 194 928 209 58 151 719 123 607 75 41 675 484 191 129 107 445 54 391
is_linear=0
shrinkage=0.1


Tree=4175
num_leaves=31
num_cat=0
split_feature=3 1 5 5 0 0 2 2 0 5 5 5 1 5 6 1 2 1 1 2 3 0 3 0 5 3 5 5 1 1
split_gain=3.44991e+11 1.9883e+12 2.72824e+12 2.0054e+12 6.40204e+12 4.2122e+12 1.03339e+13 2.1688e+13 1.87666e+13 7.49267e+12 4.24131e+12 9.41236e+12 1.10551e+13 9.66398e+12 9.44925e+12 2.42763e+13 1.14366e+13 9.59134e+12 9.4612e+12 9.41105e+12 9.16364e+12 8.74725e+12 8.48363e+12 1.24752e+13 9.4878e+12 1.11969e+13 1.71492e+13 1.16464e+13 1.70497e+13 1.30799e+13
threshold=28.500000000000004 82.945329900000004 45.610000000000007 35.505000000000003 47.236539400000005 47.222459950000008 15.500000000000002 18.500000000000004 44.226894250000008 55.005000000000003 56.835000000000008 53.705000000000005 60.611165000000007 49.995000000000012 1.5000000000000002 37.542000650000013 9.5000000000000018 37.767735350000002 37.767735350000002 22.500000000000004 29.500000000000004 55.708120100000009 31.500000000000004 56.819808050000006 42.605000000000011 29.500000000000004 36.005000000000003 37.75500000000001 37.457850350000008 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 8 -8 -5 -10 11 13 14 22 17 16 -16 -13 21 -18 -19 -17 23 24 25 26 -7 28 -27 -29
right_child=1 2 -4 5 -6 10 7 -9 9 -11 -12 12 -14 -15 15 18 19 20 -20 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=2.5504853883443164 -37189.91996489025 -2397.6575509207591 43051.939366210943 100977.15982142858 2041.818416881473 75283.740569911868 -91304.199038461549 27223.949383223688 24042.960408609222 -32160.57894405242 448.74634843415771 -18029.968609085288 27704.059051745451 4576.9479038266682 114973.78231534093 -21727.41670217803 -5405.7765991210945 -40975.595219385905 -50861.78475939692 78455.480876358692 8766.6011177663058 34721.315392287237 -492.95074531688635 9809.8874292279233 -15113.0468344208 30475.508402876425 4473.4029082593297 8048.3257827939733 -37663.675552945526 -16303.68609911048
leaf_weight=4283289 42 28 25 28 4316 39 26 38 101 31 15179 1109 79 2507 22 66 32 43 49 23 267 47 7603 404 1330 44 278 506 222 391
leaf_count=4283289 42 28 25 28 4316 39 26 38 101 31 15179 1109 79 2507 22 66 32 43 49 23 267 47 7603 404 1330 44 278 506 222 391
internal_value=0 -313.246 19040.8 -342.704 1663.72 -629.732 13032.7 -20928.1 26617 10843.6 -730.935 -1919.86 -8843.58 -1017.24 -10585 7809.96 54037.8 -13683.2 -14162.6 29663.5 1866.88 1751.26 -2313.77 -6621.09 -8983.41 -3475.02 13185.1 -8016.08 -26392.5 -2566.65
internal_weight=0 34875 53 34822 4358 30464 224 64 160 132 30240 15061 1737 13324 1658 239 77 1419 162 55 310 113 10817 3214 2810 1480 317 1163 266 897
internal_count=4318164 34875 53 34822 4358 30464 224 64 160 132 30240 15061 1737 13324 1658 239 77 1419 162 55 310 113 10817 3214 2810 1480 317 1163 266 897
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=31
num_cat=0
split_feature=2 6 5 5 3 0 0 0 1 0 2 0 1 4 1 5 5 1 5 0 1 1 0 5 1 0 0 3 0 4
split_gain=3.35481e+11 2.64699e+12 1.06244e+13 1.00928e+13 9.30998e+12 2.48978e+13 3.95198e+13 2.19025e+13 5.49833e+13 2.29858e+13 2.20826e+13 2.17677e+13 2.11785e+13 1.78065e+13 1.70745e+13 1.99587e+13 1.636e+13 1.96075e+13 1.38298e+13 2.24241e+13 4.56089e+13 1.45764e+13 1.77884e+13 3.25512e+13 1.36952e+13 1.36172e+13 1.66672e+13 1.58421e+13 4.36254e+13 1.79037e+13
threshold=14.500000000000002 1.5000000000000002 38.905000000000008 38.210000000000008 16.500000000000004 55.212972300000011 55.777112100000004 55.755036050000008 38.422276900000007 55.734663800000007 15.500000000000002 55.664473600000008 37.767735350000002 2.5000000000000004 37.597123000000003 50.805000000000007 35.005000000000003 37.767735350000002 45.985000000000007 55.806974650000008 37.792847950000002 30.207352000000004 59.853570100000006 65.50500000000001 37.362912300000012 55.591389050000011 55.695992150000002 15.500000000000002 55.657530000000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 9 16 10 25 24 14 -11 -13 -16 -9 -18 19 20 -8 22 -20 -24 -12 -7 27 28 -27 -29
right_child=1 4 -4 -5 -6 6 18 8 -10 13 11 12 -14 -15 15 -17 17 -19 21 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-8.1231518230780733 -508.43835481758316 999.61911801985195 823.40743965389709 -6257.2921781862487 101.83585497133214 -25755.375666903608 113952.578984375 -23798.952698863635 9083.262596493676 17890.729492998598 54471.680149147731 -57236.973720703128 -13796.717259114583 -39824.476995192308 -79195.309078663806 -209047.6575 -164832.35493055556 -65035.689732142855 1416.855490451389 881.43608634094471 -36167.905471622245 -7469.0650504983132 -9893.3730638586967 156586.86260477704 -26411.700169768155 7274.9451474946127 -29569.491416493664 12318.286727834304 152780.81378761574 -44709.350712626692
leaf_weight=3980118 47436 11568 132623 3264 133322 339 50 22 84 301 22 80 60 65 29 20 45 35 108 3367 34 4147 23 24 432 87 143 215 27 74
leaf_count=3980118 47436 11568 132623 3264 133322 339 50 22 84 301 22 80 60 65 29 20 45 35 108 3367 34 4147 23 24 432 87 143 215 27 74
internal_value=0 95.6411 352.715 -878.542 -208.951 -2145.07 -5844.62 -18084.2 -50829.5 -14868.5 -20260.1 -34363.7 -62880.3 7640.76 -85709.9 -132196 -100169 -121171 -2560.94 2154.66 53189.5 -6343.71 23764.9 75117.8 -22492.2 -10013.1 -239.003 10168.6 41736.9 -2283.95
internal_weight=0 338046 183323 50700 154723 21401 9833 2080 186 1894 1528 643 189 366 129 49 102 80 7753 3451 84 4302 155 47 454 885 546 403 114 289
internal_count=4318164 338046 183323 50700 154723 21401 9833 2080 186 1894 1528 643 189 366 129 49 102 80 7753 3451 84 4302 155 47 454 885 546 403 114 289
is_linear=0
shrinkage=0.1


Tree=4177
num_leaves=31
num_cat=0
split_feature=3 0 0 2 6 5 0 1 1 1 5 5 2 4 1 0 0 5 2 5 5 5 0 0 3 3 3 5 2 5
split_gain=3.29317e+11 1.99796e+12 1.57401e+13 1.26135e+13 4.69481e+12 7.02e+12 2.67553e+13 4.41778e+13 1.38209e+13 2.34833e+13 1.22422e+13 1.03097e+13 1.46666e+13 1.99609e+13 1.42322e+13 1.21021e+13 8.78868e+12 1.32843e+13 1.67447e+13 1.92786e+13 1.38471e+13 1.31339e+13 1.25953e+13 2.70261e+13 1.75113e+13 1.17173e+13 1.16861e+13 3.53346e+13 2.46287e+13 1.65534e+13
threshold=28.500000000000004 55.664473600000008 55.657530000000008 8.5000000000000018 1.5000000000000002 73.405000000000015 55.719391050000006 37.559851850000008 37.457850350000008 37.362912300000012 107.05000000000001 77.715000000000018 14.500000000000002 2.5000000000000004 37.737121850000008 56.831297550000009 56.802385350000009 47.815000000000005 27.500000000000004 72.010000000000005 37.505000000000003 55.990000000000002 55.708120100000009 55.719391050000006 32.500000000000007 35.500000000000007 35.500000000000007 52.020000000000003 4.5000000000000009 49.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 16 7 -7 9 10 -8 12 13 -10 -14 -13 17 20 19 22 -6 25 24 -24 -19 -20 29 -28 -29 -25
right_child=1 4 3 -5 5 6 8 -9 11 -11 -12 15 14 -15 -16 -17 -18 18 21 -21 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=2.4918738769000264 753.72807802563125 -1133.9952982458817 -17521.943269230771 64205.445855978265 13218.443747022677 3996.8111698545263 -28714.598068957381 -186452.01023065476 119730.53837890626 -128313.54568452382 57868.352924804698 -3823.1177547200518 -49108.8523803711 473.84587304687506 47613.670171066813 52032.149333079273 -3410.808513442762 -43363.900708487374 81660.300270432694 114257.78884943182 -9048.0594858080985 -23193.330573381696 111700.35698529413 -22694.341296386719 28157.110409864737 -20149.702812500003 -112736.8387532552 118072.51729910714 4008.165068562826 36092.108709486478
leaf_weight=4283289 5068 25478 26 69 492 29 89 21 32 21 20 720 32 25 29 41 922 70 26 22 646 161 34 54 67 20 24 21 192 424
leaf_count=4283289 5068 25478 26 69 492 29 89 21 32 21 20 720 32 25 29 41 922 70 26 22 646 161 34 54 67 20 24 21 192 424
internal_value=0 -306.048 1509.68 41837.9 -621.564 2461.98 -4588.47 -75991.7 -1050.16 -31483.2 -12827.8 3450.75 30953.7 67425 -3126.01 -813.833 4813.61 8179.31 15936.8 21788 578.583 -9729.24 19491.9 24591.2 -8386.47 37395.1 20448.9 2292.85 15253.9 29451
internal_weight=0 34875 5163 95 29712 4234 1059 50 1009 130 109 879 118 57 61 761 3175 2253 1115 908 1138 207 886 749 137 46 715 237 213 478
internal_count=4318164 34875 5163 95 29712 4234 1059 50 1009 130 109 879 118 57 61 761 3175 2253 1115 908 1138 207 886 749 137 46 715 237 213 478
is_linear=0
shrinkage=0.1


Tree=4178
num_leaves=31
num_cat=0
split_feature=2 0 5 5 2 1 5 1 1 1 5 6 6 1 1 2 0 5 0 0 2 3 5 5 0 1 0 5 0 3
split_gain=3.40555e+11 2.61004e+12 2.18305e+12 5.37183e+12 6.70638e+12 1.58125e+13 6.66607e+12 4.42417e+12 8.60839e+12 7.51843e+12 5.12755e+12 1.01846e+13 3.89697e+12 3.6666e+12 4.7943e+12 6.61192e+12 5.9627e+12 4.25741e+12 7.99214e+12 3.31521e+12 3.40388e+12 2.89797e+12 2.82421e+12 4.39368e+12 4.85033e+12 4.21815e+12 3.70099e+12 3.42979e+12 8.79709e+12 7.63103e+12
threshold=27.500000000000004 59.932719750000011 85.020000000000024 98.020000000000024 28.500000000000004 37.767735350000002 87.00500000000001 37.620907050000007 39.726951800000002 37.342273500000012 137.05000000000004 1.5000000000000002 1.5000000000000002 37.533784800000006 37.597123000000003 30.500000000000004 55.755036050000008 93.00500000000001 56.802385350000009 55.769960200000007 31.500000000000004 35.500000000000007 78.710000000000022 75.750000000000014 55.806974650000008 37.533784800000006 55.826364100000013 72.705000000000013 55.695992150000002 34.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 4 5 6 -4 9 -9 -5 12 -12 -10 -6 15 -15 -16 18 19 20 -18 -19 23 27 -25 26 -24 -2 -29 -30
right_child=1 -3 3 7 13 -7 -8 8 10 -11 11 -13 -14 14 16 -17 17 21 -20 -21 -22 -23 25 24 -26 -27 -28 28 29 -31
leaf_value=-1.0339061729703622 514.69748439493208 35953.877380952377 50008.35942887931 8168.6753125000005 33317.006458938959 107870.86811523438 -11746.476917613638 56942.081487771742 -7664.0627467105269 -76546.653160511371 -17835.000068623311 68083.475355113638 -50440.776740579051 20671.708587831439 44835.496884527442 -34013.447138088857 -11478.738696289063 18302.47833984375 64023.09026160607 -25376.539616935486 42977.645182291672 -25651.824472656252 -14095.139544677735 -1980.5936783854168 37028.003692267921 -3669.6325321158183 -68122.280729166669 49537.178496093751 -10374.74936647277 -64575.011601066595
leaf_weight=4312319 4581 21 29 20 43 23 44 23 57 22 37 22 34 33 41 67 22 20 26 31 24 60 32 60 68 194 21 20 138 32
leaf_count=4312319 4581 21 29 20 43 23 44 23 57 22 37 22 34 33 41 67 22 20 26 31 24 60 32 60 68 194 21 20 138 32
internal_value=0 762.794 635.903 5969.76 12035.4 35567 12786.3 -7092.47 -24.4431 -36206 -8759.31 14202.4 -23646.6 5879.98 2238.64 -15967.3 10366.3 2643.71 16086 -100.539 16933.3 -14663.2 -66.8472 459.181 18742.7 -10500.1 -35502.1 -31.3442 -13196.7 -20577.2
internal_weight=0 5845 5824 678 463 96 73 215 173 42 150 59 91 367 324 100 224 183 103 77 46 80 5146 4899 128 247 53 4771 190 170
internal_count=4318164 5845 5824 678 463 96 73 215 173 42 150 59 91 367 324 100 224 183 103 77 46 80 5146 4899 128 247 53 4771 190 170
is_linear=0
shrinkage=0.1


Tree=4179
num_leaves=31
num_cat=0
split_feature=2 1 4 1 5 5 5 3 5 2 5 1 5 5 5 5 6 4 5 0 5 1 5 1 5 0 5 1 5 5
split_gain=3.58142e+11 9.65156e+11 3.46877e+12 2.95328e+12 1.76505e+12 1.81569e+12 2.80275e+12 2.68512e+12 1.15924e+12 3.70474e+11 2.5232e+12 1.25154e+12 1.25417e+12 5.38542e+12 3.06641e+12 2.04052e+12 3.20888e+12 3.10551e+12 2.61331e+12 2.53924e+12 2.22257e+12 4.0098e+12 2.92867e+12 2.92943e+12 2.2824e+12 2.08339e+12 1.98917e+12 5.50025e+12 1.62903e+12 1.51778e+12
threshold=34.500000000000007 46.037218400000008 2.5000000000000004 37.767735350000002 84.030000000000015 66.990000000000023 59.810000000000009 37.500000000000007 39.995000000000012 32.500000000000007 97.050000000000011 37.342273500000012 42.605000000000011 43.205000000000005 45.005000000000003 76.00500000000001 1.5000000000000002 2.5000000000000004 68.00500000000001 55.674875350000008 63.455000000000005 37.642309100000013 51.405000000000008 37.533784800000006 49.995000000000012 55.674875350000008 40.605000000000011 37.620907050000007 56.835000000000008 59.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 6 7 -2 -9 -1 11 -11 26 -14 -15 17 25 18 19 29 21 22 -21 -24 -23 -17 -13 -28 -25 -16
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 12 13 14 15 16 -18 -19 -20 20 -22 24 23 28 -26 -27 27 -29 -30 -31
leaf_value=0.16366198631509576 -22054.64633914263 -38817.774360795454 11583.225906032987 40002.127669270834 30409.158984375001 -20095.916164679278 39124.78875 -129.57890625000002 30091.99268465909 16617.95759662829 -30645.422180989583 -1189.4453080216808 -53325.976455965909 31390.657527343748 20598.004375930061 -7528.9736860795456 -25375.210067471591 -35427.257612047702 29890.651916503906 -54572.96629971591 -43558.170030628557 36780.040562220987 11811.344908405174 -8238.9303571428572 -3439.9527230196218 29288.215830245674 46093.596803977271 -20365.901542968753 -46019.114671875002 -10926.337963867189
leaf_weight=4317174 39 22 36 24 20 38 20 30 22 38 30 169 22 25 42 22 22 38 20 22 22 21 29 21 43 51 33 20 25 24
leaf_count=4317174 39 22 36 24 20 38 20 30 22 38 30 169 22 25 42 22 22 38 20 22 22 21 29 21 43 51 33 20 25 24
internal_value=0 3777.27 -7534.39 7176.63 2515.03 -1229.15 5229.74 -2219.72 12656.5 -0.219572 -2239.04 -1037.08 -2036.92 -5076.89 -2590.99 -4704.28 8103.23 -8667.52 -4887.33 -7680.74 -13745.3 -9671.48 -22490.4 -13079.6 9757.23 18192.6 4111.51 21014.5 -28771.6 9134.61
internal_weight=0 251 58 193 169 149 111 91 52 4.31791e+06 739 709 671 449 427 402 95 307 269 249 183 161 97 75 64 73 222 53 46 66
internal_count=4318164 251 58 193 169 149 111 91 52 4317913 739 709 671 449 427 402 95 307 269 249 183 161 97 75 64 73 222 53 46 66
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=31
num_cat=0
split_feature=0 4 1 2 0 0 3 5 5 5 3 5 5 2 5 0 0 0 3 5 5 5 0 5 5 1 1 3 2 3
split_gain=3.33675e+11 3.64018e+12 1.40151e+13 9.86137e+12 1.2511e+13 3.67901e+13 5.67416e+13 3.43562e+13 2.19329e+13 1.64779e+13 1.47355e+13 1.29267e+13 1.67667e+13 1.63173e+13 1.4053e+13 1.03983e+13 1.92703e+13 9.67168e+12 9.13284e+12 1.46299e+13 8.90184e+12 2.42792e+13 8.74025e+12 1.46162e+13 1.82344e+13 2.80666e+13 2.61922e+13 2.55998e+13 2.21957e+13 2.67768e+13
threshold=56.635684300000008 3.5000000000000004 30.160599000000001 2.5000000000000004 59.882016200000002 59.846652800000008 8.5000000000000018 104.75000000000001 128.92000000000004 107.05000000000001 9.5000000000000018 110.05000000000001 92.035000000000011 20.500000000000004 120.05000000000001 60.693675950000006 60.063729500000008 60.052595500000002 17.500000000000004 82.00500000000001 86.810000000000016 90.015000000000015 56.852744000000008 102.01000000000001 107.05000000000001 60.08989780000001 60.528664650000003 25.500000000000004 2.5000000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 20 5 8 7 -7 -5 15 17 12 -8 -14 -13 16 18 -11 19 -6 -3 -22 23 -4 27 28 -27 -25 -26 -30
right_child=1 2 22 4 9 6 11 -9 -10 10 -12 14 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-14.779642766043342 89.169030202349461 5696.0758228686036 -8620.7655812683115 -1248.0406662855692 -55831.549889322923 235699.03579545455 54577.261880258418 60902.304347826088 -110142.72679687501 -40925.154826388891 63795.666673018299 112849.96514945652 -101554.80456250001 12698.619312500001 12226.312991071429 6557.4061820652178 -127390.512046875 27112.91909054487 -73439.537578125004 42127.392307207665 117806.13006286621 22628.834763257575 -564.47479043942644 45706.789458414714 22590.021252441409 70178.830468750006 1222.1406778300639 -36485.008968098955 -81431.00053292411 -13650.4410707896
leaf_weight=3366502 918974 149 3750 246 30 22 26 23 20 45 41 23 25 25 35 46 25 39 30 31 32 165 25637 180 64 57 1638 48 105 131
leaf_count=3366502 918974 149 3750 246 30 22 26 23 20 45 41 23 25 25 35 46 25 39 30 31 32 165 25637 180 64 57 1638 48 105 131
internal_value=0 52.283 -984.714 10227.9 3652.22 14151.3 49202.3 146358 -9435.61 -12626.9 14651.2 16575.2 -10557.8 -44428.1 52128.8 -33674.7 -49628.8 -9336.05 -28265.8 -6049.14 24139.5 38089.1 -1367.1 -4812.08 1612.82 -1448.94 3541.04 28403.3 -29642.3 -43807
internal_weight=0 951662 32688 1078 732 445 179 45 266 287 125 134 76 50 58 162 116 84 91 61 346 197 31610 5973 2223 1995 1695 228 300 236
internal_count=4318164 951662 32688 1078 732 445 179 45 266 287 125 134 76 50 58 162 116 84 91 61 346 197 31610 5973 2223 1995 1695 228 300 236
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 1 1 1 5 1 5 5 5 3 2 5 2 5 2 3 2 2 1 2 1 1 5 1 1 3
split_gain=3.36088e+11 1.03426e+13 3.56241e+13 3.38311e+13 5.95142e+13 4.65746e+13 3.81972e+13 7.91951e+13 3.58592e+13 2.81078e+13 2.56652e+13 3.33571e+13 2.48467e+13 2.3746e+13 2.26959e+13 5.04952e+13 2.20974e+13 2.14956e+13 2.11672e+13 2.56649e+13 4.07071e+13 4.82544e+13 4.73276e+13 2.1827e+13 2.47725e+13 2.18994e+13 1.9838e+13 2.39935e+13 5.42512e+13 2.49792e+13
threshold=59.882016200000002 59.896318000000008 1.5000000000000002 21.500000000000004 30.434657650000002 30.451272450000005 30.425002000000003 30.434657650000002 54.410000000000004 30.425002000000003 93.00500000000001 81.910000000000011 114.05000000000001 23.500000000000004 9.5000000000000018 43.005000000000003 19.500000000000004 101.05000000000001 12.500000000000002 9.5000000000000018 3.5000000000000004 7.5000000000000009 30.332994000000003 4.5000000000000009 30.323743050000001 30.323743050000001 36.005000000000003 30.315880100000005 30.388336800000001 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 9 10 12 14 -9 -5 11 -6 18 16 -8 -16 -7 -12 19 20 -2 22 23 25 -25 -22 -4 29 -29 -28
right_child=1 -3 26 4 5 13 7 8 -10 -11 17 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=8.1204752333582846 -19290.071678025812 25.22582042907375 2850.1881418813027 13421.187915943286 -15196.727185644428 35849.912885161713 48584.663838186556 -1294.0716446007718 36395.578678941863 75133.23283584883 73046.71641635237 -68202.505895507813 -80442.298690878379 -5196.6038626910977 64162.237957763675 231756.82407031252 139544.39049479167 -25325.617751736114 17498.102100913038 -4900.5501544808421 52366.222929687501 -38115.453708106885 -83490.692595108703 101129.90745497882 23539.790395220589 152552.13723958333 3749.2119113339986 -37253.392683816717 -8706.363555770311 -97324.532406250015
leaf_weight=3980885 191 321892 1249 243 2365 143 165 899 351 106 58 125 37 139 64 25 24 36 721 3047 40 69 23 59 136 48 1114 853 3032 25
leaf_count=3980885 191 321892 1249 243 2365 143 165 899 351 106 58 125 37 139 64 25 24 36 721 3047 40 69 23 59 136 48 1114 853 3032 25
internal_value=0 -95.8455 -2628.63 1363.26 -6842.19 -11552.7 5887.08 19633.1 9289.18 32164.7 -15921.3 -17857.7 1157.26 25337.5 70538.5 111239 50752.1 35372.2 1853.88 -1268.03 18287.2 37426.6 54460.6 65672.2 47015.8 107013 -8428.41 -11232.4 -14974.2 1530.74
internal_weight=0 337279 15387 9114 3239 2890 5875 1504 1250 349 2584 2490 4371 306 254 89 167 94 4334 3613 566 375 306 283 195 88 6273 5024 3885 1139
internal_count=4318164 337279 15387 9114 3239 2890 5875 1504 1250 349 2584 2490 4371 306 254 89 167 94 4334 3613 566 375 306 283 195 88 6273 5024 3885 1139
is_linear=0
shrinkage=0.1


Tree=4182
num_leaves=31
num_cat=0
split_feature=0 6 5 1 1 5 0 1 4 3 2 3 3 3 5 3 1 5 5 4 5 3 3 5 5 5 1 0 1 3
split_gain=3.41211e+11 6.03603e+12 1.14616e+13 2.45582e+13 2.98859e+13 6.67822e+13 2.89666e+13 3.43453e+13 5.006e+13 4.6666e+13 6.12057e+13 3.0916e+13 5.85406e+13 3.17056e+13 5.61779e+13 5.79321e+13 7.1203e+13 3.86566e+13 3.23436e+13 3.10518e+13 3.91047e+13 2.8201e+13 8.63219e+13 9.46057e+13 6.00129e+13 8.4084e+13 5.91836e+13 1.24081e+14 5.5209e+13 4.70696e+13
threshold=59.939091550000008 1.5000000000000002 52.020000000000003 30.410108300000001 30.425002000000003 56.835000000000008 59.950068600000009 30.160599000000001 3.5000000000000004 22.500000000000004 14.500000000000002 10.500000000000002 12.500000000000002 19.500000000000004 63.145000000000003 17.500000000000004 30.315880100000005 59.510000000000012 57.405000000000008 2.5000000000000004 87.00500000000001 10.500000000000002 11.500000000000002 85.020000000000024 62.995000000000012 60.310000000000009 30.207352000000004 60.003414000000006 30.243224600000001 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 -4 9 10 11 -9 19 14 17 -16 -17 -14 -15 -13 -21 -8 23 24 25 28 27 -24 -23 -28
right_child=1 -3 3 4 -6 -7 21 8 -10 -11 -12 12 13 18 15 16 -18 -19 -20 20 -22 22 26 -25 -26 -27 29 -29 -30 -31
leaf_value=6.958521909315988 204.84200079689305 249.16509607751001 6048.2859093422348 22796.878464993566 -5169.1316444419126 -50982.444976279177 8457.0597146874243 -48440.471593313508 66111.716195162255 22667.951728189681 -105025.85545908107 3592.7631948186063 -9740.168620671453 47850.130816915764 -32224.0288155692 -109362.81984375001 94940.155441810348 -84786.699485015881 -79390.994861482322 164566.70040147571 8532.1308189655174 -146317.16373820754 -133314.97860071165 23656.631264279924 -85256.628157255676 56066.5061528632 14271.649953380522 -7694.5093142055457 -25223.612948091948 -753.25021898026534
leaf_weight=4068831 50328 161541 763 176 8266 405 3624 363 65 191 101 87 148 23 112 20 116 128 152 36 29 53 101 212 302 94 2341 355 130 19071
leaf_count=4068831 50328 161541 763 176 8266 405 3624 363 65 191 101 87 148 23 112 20 116 128 152 36 29 53 101 212 302 94 2341 355 130 19071
internal_value=0 -113.555 -780.976 -2105.29 -6710.04 -28632.8 -681.729 -11358.1 -19812 -23520.5 -30229.3 -24006.5 -13584 -25814.6 -13506.7 21035.1 64895.6 -44544.4 -62667.9 42660.5 94951.3 266.362 -1043.63 -33496.7 -54423.4 -20807.3 130.251 -35518.3 -60294.4 889.44
internal_weight=0 249333 87792 37464 8847 581 28617 2334 1571 1506 1315 1214 851 699 524 248 136 276 175 152 65 26283 22659 791 579 277 21868 456 183 21412
internal_count=4318164 249333 87792 37464 8847 581 28617 2334 1571 1506 1315 1214 851 699 524 248 136 276 175 152 65 26283 22659 791 579 277 21868 456 183 21412
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=31
num_cat=0
split_feature=3 4 5 0 0 0 2 1 5 5 3 3 0 2 2 2 5 6 3 0 0 0 5 0 0 0 0 3 3 3
split_gain=3.58433e+11 5.21785e+12 2.17947e+13 2.0226e+13 2.88707e+13 2.59978e+13 1.95413e+13 1.88333e+13 2.94326e+13 2.8606e+13 2.7007e+13 2.48386e+13 5.01417e+13 2.13392e+13 1.95768e+13 1.69272e+13 1.65884e+13 5.08608e+13 3.52751e+13 2.74743e+13 5.96995e+13 5.14018e+13 9.05447e+13 6.91913e+13 6.04285e+13 4.21467e+13 3.3501e+13 3.07806e+13 2.97634e+13 3.45939e+13
threshold=14.500000000000002 1.5000000000000002 48.510000000000012 45.040161900000008 45.005863250000004 44.732363600000006 16.500000000000004 38.969379750000009 52.020000000000003 58.040000000000006 23.500000000000004 21.500000000000004 45.022371150000005 18.500000000000004 15.500000000000002 7.5000000000000009 56.005000000000003 1.5000000000000002 17.500000000000004 55.657530000000008 55.02863030000001 55.860536450000005 55.990000000000002 55.734663800000007 55.975961550000008 55.034903650000011 55.834684950000003 23.500000000000004 15.500000000000002 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 15 -5 9 -9 13 14 -11 -13 -6 -10 -4 17 19 -19 20 -3 22 -21 27 28 -22 -25 -24 -23 -30
right_child=1 16 3 6 7 -7 -8 8 10 11 -12 12 -14 -15 -16 -17 -18 18 -20 21 25 24 23 26 -26 -27 -28 -29 29 -31
leaf_value=-18.944239887580466 17.523720950837657 -1394.8367682834419 -8853.0015567431219 -3629.3811455957434 12881.594361964586 -14033.690551684609 1826.8217058744181 4338.7874170259956 26873.14154094219 7895.1950287979016 63935.328297398744 -176938.38125000001 -27825.020471047799 -54251.178855468752 -21999.37615213597 15881.048278825525 -34.411782675177975 1259.0976958000665 5868.1419243880837 -7210.3630537824392 71607.005495823032 -38049.223174715909 -30632.692960319244 87852.043103084667 -1043.9515546076486 6741.4090381567503 -41764.842915482957 50297.71378741198 27241.39064922748 6325.5808389514568
leaf_weight=3014719 594655 22489 449 40492 893 1334 7834 1011 640 137 179 26 170 50 94 721 502241 39736 28526 18307 101 110 139 213 27350 12178 22 71 1333 1944
leaf_count=3014719 594655 22489 449 40492 893 1334 7834 1011 640 137 179 26 170 50 94 721 502241 39736 28526 18307 101 110 139 213 27350 12178 22 71 1333 1944
internal_value=0 43.8159 -157.197 -2080.17 3551.51 -4491.1 -2744.89 9844.84 16092.4 424.526 29107.7 -24771.8 -47605.4 9322.06 20614.3 6389.09 242.963 1156.35 3185.17 -487.323 1667.07 -2000.87 -6126.99 38442.4 516.388 7274.96 75717.7 -3270.51 13116.1 14833.6
internal_weight=0 1.30344e+06 648685 54030 5704 2504 48326 3200 1924 1276 913 333 196 943 734 1170 654760 152519 68262 84257 34768 49489 18752 445 30737 12279 235 210 3387 3277
internal_count=4318164 1303445 648685 54030 5704 2504 48326 3200 1924 1276 913 333 196 943 734 1170 654760 152519 68262 84257 34768 49489 18752 445 30737 12279 235 210 3387 3277
is_linear=0
shrinkage=0.1


Tree=4184
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 3 3 3 4 0 0 5 3 6 0 0 3 5 3 0 0 4 1 0 6 0 0 6
split_gain=3.56357e+11 4.17976e+12 1.04761e+13 1.30665e+13 2.31289e+13 3.93746e+13 3.08799e+13 2.27187e+13 2.17348e+13 1.92406e+13 1.88589e+13 2.49592e+13 2.66043e+13 2.55088e+13 2.21434e+13 3.00308e+13 3.33572e+13 4.50405e+13 2.59348e+13 2.43131e+13 3.31484e+13 3.02961e+13 4.81482e+13 2.41186e+13 2.2395e+13 2.16343e+13 1.80413e+13 1.68694e+13 2.41688e+13 2.81471e+13
threshold=62.385000000000012 64.020000000000024 91.910414550000013 82.95335685000002 82.945329900000004 55.025681450000008 55.017766000000002 10.500000000000002 11.500000000000002 12.500000000000002 2.5000000000000004 59.755965500000009 51.636650050000007 63.145000000000003 8.5000000000000018 1.5000000000000002 60.003414000000006 59.932719750000011 9.5000000000000018 63.805000000000007 4.5000000000000009 59.982527000000012 59.932719750000011 1.5000000000000002 30.243224600000001 51.717367500000009 1.5000000000000002 55.02863030000001 55.017213950000006 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -6 -8 10 -10 11 12 -2 -13 19 -16 17 23 -19 20 -15 22 -22 -17 -18 -14 -24 28 -5 -30
right_child=1 -3 -4 27 5 -7 7 -9 9 -11 -12 13 25 14 15 16 24 18 -20 -21 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-16.736711475528217 330.42092411808102 -27.626345671350066 6152.1747423891284 -928.27842823599406 -8868.3271205357141 -6900.4130553451851 137873.96607730264 52060.833796803548 -7452.5555948191632 -108.73633024502108 1006.5057848027063 5485.357744607104 50330.332141694569 17636.185791015625 -29594.893666294643 -89428.739375000005 -113755.52892323369 34785.27329545455 173343.79574916296 -8213.8093975014399 -48950.585472374361 -1275.0831542968751 -234747.32684659094 32761.847772507441 2855.5443578259701 8642.1019519110177 -121492.99695512821 -5051.1607713008489 20302.85728538956 1908.8757957604857
leaf_weight=3223874 5089 947470 3259 34603 70 245 38 164 3977 34656 40047 963 126 52 210 20 23 22 35 217 97 47 22 84 58 10352 39 8266 1172 2867
leaf_count=3223874 5089 947470 3259 34603 70 245 38 164 3977 34656 40047 963 126 52 210 20 23 22 35 217 97 47 22 84 58 10352 39 8266 1172 2867
internal_value=0 49.3078 545.785 418.514 1083.14 22177.6 48369.1 68203.9 969.698 -864.732 2202.15 4945.15 6262.36 -5909.83 -17760.3 -1924.68 22086.7 48420.7 119865 -32861 -53672.1 -71760 -92727.1 9263.66 -30256.2 9143.41 -162339 -950.934 -73.8451 7246.27
internal_weight=0 1.09429e+06 146820 143561 96653 517 272 202 96136 38633 57503 17456 15567 1889 926 452 242 161 57 474 257 205 158 104 81 10478 61 46908 38642 4039
internal_count=4318164 1094290 146820 143561 96653 517 272 202 96136 38633 57503 17456 15567 1889 926 452 242 161 57 474 257 205 158 104 81 10478 61 46908 38642 4039
is_linear=0
shrinkage=0.1


Tree=4185
num_leaves=31
num_cat=0
split_feature=4 1 1 2 5 0 0 5 5 3 5 0 5 6 6 0 3 1 1 1 5 5 5 5 1 1 1 5 5 0
split_gain=3.68287e+11 6.55943e+12 8.55701e+12 1.02313e+13 8.35228e+12 1.14465e+13 8.73278e+12 7.76035e+12 6.44185e+12 6.03354e+12 4.58903e+12 9.00086e+12 6.21666e+12 6.3886e+12 5.99925e+12 4.85568e+12 5.00465e+12 4.31968e+12 4.66601e+12 7.20631e+12 7.07684e+12 4.55352e+12 4.98341e+12 4.21255e+12 1.10694e+13 2.23411e+13 1.23804e+13 2.12283e+13 1.10169e+13 1.36704e+13
threshold=1.0000000180025095e-35 82.964402850000013 82.97193200000001 5.5000000000000009 102.01000000000001 55.046835900000012 54.943649450000002 22.030000000000005 72.705000000000013 24.500000000000004 87.395000000000024 53.719078300000007 93.00500000000001 1.5000000000000002 1.5000000000000002 50.565831500000009 9.5000000000000018 92.896330950000007 83.140147550000009 83.663637000000008 69.015000000000015 73.995000000000019 49.995000000000012 96.015000000000015 36.546174950000008 37.214886200000009 30.323743050000001 225.45000000000002 88.015000000000015 43.465905150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 8 6 -6 -5 -8 9 -3 15 -12 14 -14 -13 16 -4 18 -17 20 -20 22 -19 28 26 -26 -25 -28 -1 -30
right_child=-2 2 10 4 5 -7 7 -9 -10 -11 11 12 13 -15 -16 17 -18 21 19 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-273.41614238454798 -7.1511629568153801 192.8662177747716 49683.002548828132 -6572.4933228300424 -84333.695768229169 858.7386294157609 56553.441381835939 7173.4079277415804 14476.649392342966 -14633.732383022967 -50171.849501953126 21445.242914870691 -25335.827230674346 21042.61107823989 91627.108517020097 270.10753227267281 -6673.2545109675484 -3977.8699225667015 11302.981585863492 1972.3829128215723 59622.784802246097 34237.542517510781 -24787.35583244203 14627.819065824469 109176.34144176135 7190.6147836828022 -96818.597500000003 25477.25751065341 62856.239583333343 -19773.308489166971
leaf_weight=152805 4073891 5124 40 481 24 46 32 5845 299 290 20 29 38 136 21 72202 26 1328 574 3236 32 29 126 47 22 908 40 22 21 430
leaf_count=152805 4073891 5124 40 481 24 46 32 5845 299 290 20 29 38 136 21 72202 26 1328 574 3236 32 29 126 47 22 908 40 22 21 430
internal_value=0 119.264 797.848 3267.06 6003.8 -28350.1 6382.02 7442.28 187.814 -601.318 412.7 14105.2 19844.3 10914 50921.6 369.642 27482.1 346.561 450.802 3846.56 13854.5 -4998.6 -5781.17 -276.455 6069.51 9603.18 -24080.2 -53423.3 -319.478 -15925.8
internal_weight=0 244273 89978 12141 6428 70 6358 5877 5713 5414 77837 244 224 174 50 77593 66 77527 76044 3842 606 1483 1454 154295 1039 930 109 62 153256 451
internal_count=4318164 244273 89978 12141 6428 70 6358 5877 5713 5414 77837 244 224 174 50 77593 66 77527 76044 3842 606 1483 1454 154295 1039 930 109 62 153256 451
is_linear=0
shrinkage=0.1


Tree=4186
num_leaves=31
num_cat=0
split_feature=0 4 1 2 0 0 3 5 5 5 6 3 3 5 0 0 5 0 1 5 5 0 3 3 5 2 3 1 3 3
split_gain=3.71083e+11 3.07443e+12 1.12338e+13 8.0305e+12 1.03087e+13 2.98012e+13 4.59632e+13 2.78285e+13 1.77643e+13 1.33574e+13 1.25237e+13 2.33972e+13 1.17946e+13 8.94355e+12 8.51168e+12 1.54901e+13 7.9109e+12 1.96154e+13 2.30097e+13 3.01997e+13 2.9229e+13 1.93553e+13 2.92031e+13 5.08561e+13 1.81991e+13 1.46431e+13 1.44651e+13 3.3796e+13 1.93736e+13 3.47486e+13
threshold=56.635684300000008 3.5000000000000004 30.160599000000001 2.5000000000000004 59.882016200000002 59.846652800000008 8.5000000000000018 104.75000000000001 128.92000000000004 107.05000000000001 1.5000000000000002 19.500000000000004 9.5000000000000018 109.05000000000001 60.693675950000006 60.063729500000008 120.05000000000001 56.838612000000005 60.58031445000001 150.04500000000004 132.05000000000004 56.852744000000008 8.5000000000000018 15.500000000000002 125.85000000000001 6.5000000000000009 9.5000000000000018 60.601268000000012 15.500000000000002 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 -3 5 8 7 -7 -5 14 13 -12 -11 -8 15 -6 -2 18 19 20 -18 22 -19 24 -24 -26 27 -20 -28 -30
right_child=1 2 -4 4 9 6 10 -9 -10 12 11 -13 -14 -15 -16 -17 17 21 26 -21 -22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=-15.586113426796329 112.51060179117651 21694.606242943897 -1240.2225089343083 -1123.0855897484757 -25801.524011632901 212132.99630681818 8267.3063281249997 54815.939130434781 -99124.592265625004 -8471.0187395368321 -12283.743513569079 100216.86957465278 56957.172465701216 -73633.001445312504 5879.3379161005432 -114673.701890625 -36869.623609169408 -82520.227994791669 -153873.70729758524 27477.041444359755 -130720.10007946538 -2394.315792482118 43244.643044496195 -10838.959520947803 188759.70187500003 82549.400057870371 26365.405386766979 -12919.901591878255 -52770.166989634396 5596.958164509294
leaf_weight=3366502 913128 346 31610 246 91 22 40 23 20 84 38 36 41 20 46 25 95 21 22 41 51 4738 39 91 25 27 162 75 153 306
leaf_count=3366502 913128 346 31610 246 91 22 40 23 20 84 38 36 41 20 46 25 95 21 22 41 51 4738 39 91 25 27 162 75 153 306
internal_value=0 55.1358 -897.876 9140.69 3206.73 12737 44283.5 131727 -8491.62 -11570.2 14918.3 42446.3 12989.4 -19032.8 -30520.6 -44955 89.0346 -3577.85 -17112.7 -48357.1 -69653 -1098.8 29138.4 42022.1 94883.2 133612 -8975.19 -44888.8 -3365.49 -13858.8
internal_weight=0 951662 32688 1078 732 445 179 45 266 287 134 74 125 60 162 116 918974 5846 905 187 146 4941 203 182 91 52 718 97 621 459
internal_count=4318164 951662 32688 1078 732 445 179 45 266 287 134 74 125 60 162 116 918974 5846 905 187 146 4941 203 182 91 52 718 97 621 459
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 4 0 6 0 1 0 0 1 0 0 2 0 3 0 5 0 2 0 3 0 3 3 4 3 3
split_gain=3.91162e+11 6.72476e+12 5.87322e+12 1.31884e+13 9.07489e+12 8.8096e+12 1.20973e+13 6.33634e+12 1.13995e+13 1.24656e+13 4.98785e+13 1.53171e+13 1.75492e+13 1.19751e+13 1.09166e+13 1.05123e+13 1.42005e+13 2.34181e+13 1.60719e+13 2.32177e+13 3.26954e+13 2.18119e+13 1.96195e+13 1.51484e+13 3.42327e+13 2.34352e+13 1.94868e+13 1.74942e+13 1.50148e+13 1.31411e+13
threshold=71.00500000000001 70.00500000000001 83.015546400000019 92.928903050000017 53.719078300000007 2.5000000000000004 51.717367500000009 1.5000000000000002 55.061033200000004 30.243224600000001 59.950068600000009 59.982527000000012 30.259484550000003 55.050600750000008 60.017447350000005 4.5000000000000009 55.755036050000008 19.500000000000004 55.860536450000005 70.50500000000001 55.795550600000006 17.500000000000004 55.86787755000001 23.500000000000004 55.708120100000009 21.500000000000004 20.500000000000004 2.5000000000000004 22.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -5 -7 8 13 10 -10 12 -11 -3 -12 -14 23 -18 19 21 -21 28 -20 25 -25 26 29 -26 -19 -17
right_child=-2 2 3 5 -6 6 -8 -9 9 11 14 -13 15 -15 -16 16 17 18 22 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-1.2122593762480829 70.975721243842216 3509.7167511604093 -4409.9307713960352 -33534.485481194693 15831.804320552303 58029.995312500003 -6855.8300532760813 -3198.9935044709346 -16503.22663433908 -77637.251449092742 168710.05031250001 -29481.189417215526 4630.902526815551 54285.738293716757 68675.800655110681 -22041.564887689598 -9214.1922643556354 17614.78098842076 -69665.024852035989 23895.175542689733 168872.75806361609 68388.091131036927 9687.9798401589887 -7002.4302931841685 -45711.439166666671 56430.167472956731 -93287.33033405173 -137217.19936899038 -75012.781145833331 3265.3135153777694
leaf_weight=3633634 658145 3952 304 113 816 31 393 15743 87 31 20 223 1529 47 24 427 1179 42 33 35 28 44 558 136 45 52 29 39 30 395
leaf_count=3633634 658145 3952 304 113 816 31 393 15743 87 31 20 223 1529 47 24 427 1179 42 33 35 28 44 558 136 45 52 29 39 30 395
internal_value=0 -12.7629 -1603.46 4160.12 10337.6 -8724.04 -2111.82 -1989.68 129.218 -3060.73 27378.9 -3882.07 -2649.64 4106.48 114146 -2144.4 -5516.61 -355.723 13208.1 39459.7 88329.7 12918.2 5257.1 -14473.5 -38003.7 -8740.77 -12723 -88196.3 -20980 -9880.72
internal_weight=0 3.66002e+06 26385 1657 1120 537 424 24728 8985 4986 131 4855 4632 3999 44 4601 3072 1949 770 179 63 116 591 1123 220 903 851 84 72 822
internal_count=4318164 3660019 26385 1657 1120 537 424 24728 8985 4986 131 4855 4632 3999 44 4601 3072 1949 770 179 63 116 591 1123 220 903 851 84 72 822
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=31
num_cat=0
split_feature=1 0 3 2 1 0 5 3 1 4 5 5 3 0 5 0 5 5 1 5 3 3 5 0 3 3 0 1 5 2
split_gain=3.56637e+11 3.47155e+12 1.42774e+13 2.316e+13 1.91815e+13 6.23283e+13 1.82912e+13 2.52529e+13 1.57035e+13 1.97858e+13 2.41464e+13 2.25881e+13 1.99908e+13 2.59762e+13 6.37291e+13 2.57702e+13 2.5128e+13 1.37154e+13 1.85752e+13 1.65649e+13 1.37108e+13 1.32872e+13 5.86493e+13 1.32835e+13 3.67657e+13 3.90468e+13 6.93442e+13 3.88016e+13 2.85439e+13 2.68979e+13
threshold=30.305955500000003 60.029906750000002 14.500000000000002 11.500000000000002 30.278357500000002 60.063729500000008 56.835000000000008 12.500000000000002 30.226173900000003 2.5000000000000004 54.035000000000004 50.805000000000007 12.500000000000002 60.042666650000008 92.035000000000011 60.035045000000004 75.015000000000015 56.205000000000005 30.259484550000003 56.835000000000008 12.500000000000002 12.500000000000002 81.910000000000011 60.003414000000006 14.500000000000002 15.500000000000002 60.017447350000005 30.226173900000003 38.610000000000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 8 -4 -6 -5 -8 21 10 11 -10 13 14 15 -11 -14 18 -12 -19 -13 -3 -23 -1 29 26 -26 28 -27 -25
right_child=-2 2 4 6 5 -7 7 -9 9 12 17 20 16 -15 -16 -17 -18 19 -20 -21 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-8.7892146493661159 5.8714562720304153 262.83319671681107 -341.90802450452225 9651.7581070468459 -31350.545511220957 35256.186378629915 79735.371960071381 14240.453130146996 5779.585325194279 77144.105570312502 -48872.088471101459 24667.65034056739 19487.655994639295 10604.033112870569 12435.908248500631 180247.00820312501 -33336.314576198631 43461.95769146127 21392.350984375003 -6131.6729286368573 84859.640206204931 -7963.2488273744784 -149312.83704637096 8290.9756207599003 7595.1928212267294 4353.5350506950826 164799.20969482424 3647.6868620470545 -20002.258238527993 -11146.534696983228
leaf_weight=121960 4145141 6681 19517 526 616 182 105 134 3659 100 152 139 235 409 198 32 146 71 50 1310 52 553 31 811 94 731 40 7253 1408 5828
leaf_count=121960 4145141 6681 19517 526 616 182 105 134 3659 100 152 139 235 409 198 32 146 71 50 1310 52 553 31 811 94 731 40 7253 1408 5828
internal_value=0 -140.664 750.475 3137.79 -963.245 -16159.5 20074.8 43014.4 2200.11 5749.66 3254.81 7529.61 17851.9 27444.8 48317 102139 -754.6 -7141.9 -31479.9 -3581.96 41055 -1001.57 -15466.4 -365.814 -3059.46 921.882 54521.8 157.147 -11678.7 -8772.11
internal_weight=0 173023 34898 14583 20315 798 765 239 13818 6553 5433 3850 1120 739 330 132 381 1583 202 1381 191 7265 584 138125 16165 9526 134 9392 2139 6639
internal_count=4318164 173023 34898 14583 20315 798 765 239 13818 6553 5433 3850 1120 739 330 132 381 1583 202 1381 191 7265 584 138125 16165 9526 134 9392 2139 6639
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 3 5 5 3 5 5 3 3 3 5 2 5 5 5 0 1 0 1 3 5 5 1 3 3 1
split_gain=3.44929e+11 6.76487e+12 1.09084e+13 1.10004e+13 4.30266e+13 3.64462e+13 9.36758e+12 8.53164e+12 1.77187e+13 8.14731e+12 6.81053e+12 6.6658e+12 6.5294e+12 6.31548e+12 1.504e+13 1.32111e+13 3.25394e+13 2.58485e+13 1.03994e+13 8.8183e+12 9.6478e+12 8.5054e+12 7.92402e+12 6.46704e+12 6.26996e+12 5.98513e+12 6.35578e+12 2.24587e+13 3.32952e+13 1.83936e+13
threshold=60.063729500000008 30.410108300000001 125.85000000000001 107.05000000000001 110.05000000000001 15.500000000000002 81.00500000000001 83.010000000000005 26.500000000000004 116.06000000000002 80.815000000000012 25.500000000000004 17.500000000000004 5.5000000000000009 97.050000000000011 4.5000000000000009 85.91500000000002 89.00500000000001 86.810000000000016 60.693675950000006 30.160599000000001 60.693675950000006 30.323743050000001 24.500000000000004 142.05000000000004 25.005000000000006 30.207352000000004 8.5000000000000018 5.5000000000000009 30.226173900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 9 10 11 13 -6 25 -8 -3 14 18 17 23 -15 -9 20 -20 -19 -18 -17 -4 -2 -27 28 -28 -29
right_child=1 12 24 4 5 -7 7 8 -10 -11 -12 -13 -14 15 -16 16 22 21 19 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=3.7518820344504284 10549.709380540298 57.946511588792333 -85904.319010416672 144516.63096874999 -4178.6934741210935 -108210.80438232422 -22619.348674242428 -56460.161703330596 51949.219375000001 80716.75689603365 39536.286074218748 -72367.514812077701 5893.9785593858523 -33013.163727072009 -94380.89428385417 103375.25451171875 -25879.15665610709 96265.82491554055 76388.577250000002 -39099.873390624998 -16794.140722656251 17749.283469460228 -76028.663882211535 22957.359990234378 -13620.405381266275 664.17925163459017 -10031.222097732316 -26247.953201325192 -59446.963839992095 -644.93269981609285
leaf_weight=4243385 382 58520 24 25 20 24 99 38 45 26 40 37 1982 46 30 20 164 37 25 25 20 22 39 20 24 4970 995 293 158 6629
leaf_count=4243385 382 58520 24 25 20 24 99 38 45 26 40 37 1982 46 30 20 164 37 25 25 20 22 39 20 24 4970 995 293 158 6629
internal_value=0 -212.903 -2170.87 -2010.33 31904.4 -8314.25 -2238.28 -13806.2 -8082.48 43805.7 -1665.34 -36153.8 249.131 -13641 -31743.3 -6462.45 -19270.2 23178.2 -14344 8519.07 34974 66988.5 -35513.8 63166.3 -49762.4 -1788.09 -2149.38 -3881.06 -16802.9 -1728.68
internal_weight=0 74779 14277 14229 95 70 14134 667 531 46 13467 136 60502 486 138 348 243 105 108 70 45 59 203 40 48 13427 13045 8075 1153 6922
internal_count=4318164 74779 14277 14229 95 70 14134 667 531 46 13467 136 60502 486 138 348 243 105 108 70 45 59 203 40 48 13427 13045 8075 1153 6922
is_linear=0
shrinkage=0.1


Tree=4190
num_leaves=31
num_cat=0
split_feature=0 5 5 6 3 1 0 0 3 0 0 1 2 3 2 3 4 1 1 5 1 5 3 3 5 5 1 0 5 1
split_gain=3.53559e+11 3.13266e+12 1.53845e+13 2.36957e+13 2.45438e+13 2.88483e+13 2.5102e+13 3.5253e+13 2.26867e+13 1.89382e+13 1.92726e+13 1.7102e+13 2.64832e+13 2.98668e+13 1.78685e+13 2.24306e+13 1.55258e+13 2.60981e+13 1.5985e+13 3.88566e+13 2.29597e+13 1.63089e+13 1.53533e+13 1.43562e+13 1.82572e+13 3.24539e+13 1.42594e+13 1.39765e+13 1.39326e+13 1.22434e+13
threshold=56.635684300000008 53.385000000000012 52.020000000000003 1.5000000000000002 19.500000000000004 60.601268000000012 59.916647550000008 59.939091550000008 18.500000000000004 59.950068600000009 59.939091550000008 30.305955500000003 3.5000000000000004 12.500000000000002 9.5000000000000018 16.500000000000004 1.5000000000000002 30.434657650000002 30.410108300000001 53.005000000000003 30.332994000000003 52.990000000000002 17.500000000000004 8.5000000000000018 52.710000000000008 52.990000000000002 65.520339550000017 59.982527000000012 52.405000000000008 30.502469200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 9 8 11 26 10 16 -8 -13 -14 -15 -16 17 -6 19 20 -18 28 23 24 -9 -26 -4 -25 29 -20
right_child=1 -3 3 -5 5 -7 7 22 -10 -11 -12 12 13 14 15 -17 18 -19 21 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-15.213637504961071 -3.4604520850731326 271.0756619595565 -109.8090602886184 -388.77964499806757 136792.27103365384 -22551.227504096598 27385.960278320315 24797.410492995692 -43207.740021377955 -4699.64235259205 107578.57997159092 -11331.623388053798 -126706.29839891975 -82521.615760869579 -58254.488955965906 72102.200674715903 14075.531291461077 18247.590035682089 51216.124333753083 -96455.16378429324 -72863.810891544126 39737.535116299718 -44232.716129173423 12250.805590467764 -165690.75568033857 -28734.793731098791 -24801.479492883125 -15170.735250427788 -22058.420030910685 -11402.081367924529
leaf_weight=3366502 543083 391003 1669 11644 26 472 24 29 156 986 22 79 81 69 33 22 285 65 76 43 34 231 159 277 24 62 272 565 118 53
leaf_count=3366502 543083 391003 1669 11644 26 472 24 29 156 986 22 79 81 69 33 22 285 65 76 43 34 231 159 277 24 62 272 565 118 53
internal_value=0 53.8182 -97.6969 -3009.52 -8153.81 -380.518 -13476.6 -23722.8 -6518.68 5016.37 15068.8 -53673 -60523.1 -79479.8 -48630.2 -6111.81 12882.8 52117.5 8632.35 -7219.38 4809.27 20637.2 -15457 -10676.1 -43817.5 -66955.1 -3569.95 -6149.63 2774.18 25489.3
internal_weight=0 951662 560659 17576 5932 2411 3521 1424 2097 1939 953 308 284 205 124 55 931 91 840 362 319 478 1116 957 115 86 1941 842 247 129
internal_count=4318164 951662 560659 17576 5932 2411 3521 1424 2097 1939 953 308 284 205 124 55 931 91 840 362 319 478 1116 957 115 86 1941 842 247 129
is_linear=0
shrinkage=0.1


Tree=4191
num_leaves=31
num_cat=0
split_feature=0 3 3 1 5 0 1 4 1 5 1 5 5 5 4 2 2 5 0 5 1 4 6 5 5 5 2 5 5 5
split_gain=3.22329e+11 1.4418e+12 1.19305e+12 6.24128e+12 3.39359e+12 3.55002e+12 1.64529e+12 1.20849e+12 4.56229e+12 3.30879e+12 1.08862e+12 1.3753e+12 1.07358e+12 4.06103e+12 2.00942e+12 5.11904e+12 1.11297e+12 6.1988e+12 4.34389e+12 4.13225e+12 9.73763e+12 4.1725e+12 3.46154e+12 7.36833e+12 3.15046e+12 2.95055e+12 2.90637e+12 1.253e+13 1.22697e+13 5.07558e+12
threshold=61.785186750000001 20.500000000000004 1.5000000000000002 33.101335500000005 36.995000000000012 63.563300600000012 30.578016350000002 4.5000000000000009 40.247294600000011 123.15000000000002 48.712293450000011 52.020000000000003 142.05000000000004 128.92000000000004 3.5000000000000004 3.5000000000000004 7.5000000000000009 99.555000000000021 63.563300600000012 60.905000000000008 40.247294600000011 2.5000000000000004 1.5000000000000002 70.50500000000001 109.05000000000001 60.005000000000003 8.5000000000000018 82.00500000000001 91.050000000000011 61.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 10 -4 12 -9 -10 11 -6 13 16 15 -14 -8 18 26 25 -21 -22 23 -23 -19 -20 27 -18 29 -28
right_child=1 -3 6 4 5 -7 7 8 9 -11 -12 -13 14 -15 -16 -17 17 24 19 20 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=2.273284905391534 38895.158731192132 -27168.921523437501 -24477.368882533483 8428.7379371279767 -22553.320156250003 6546.1382535067478 -467.39053260678611 42598.788268649194 -22711.389663461538 21890.970959051727 -18334.15392272214 -52287.473046875006 27830.44329637097 35375.745980834959 -31284.776330566408 -31157.122459193641 8288.1038790403763 56979.509010416667 428.18829784844513 33814.020469373339 -35716.16255806588 40054.990049078529 -14617.785434778725 -18741.635156250002 6478.3160249255961 35940.470670572919 -1062.2287765872322 89370.640703124998 -64404.435098379632 16914.058879268061
leaf_weight=4288474 27 20 28 63 35 44 26389 31 39 29 83 28 31 32 32 28 405 30 930 47 74 39 328 47 21 24 537 20 27 222
leaf_count=4288474 27 20 28 63 35 44 26389 31 39 29 83 28 31 32 32 28 405 30 930 47 74 39 328 47 21 24 537 20 27 222
internal_value=0 -328.357 -310.265 -6806.93 -11684.2 -18353.3 -248.371 -225.265 10804.6 -3689.79 -25857.2 -35768.5 -262.581 -228.751 -11107.3 -163.656 -267.85 1646.24 993.845 -2623.44 -9658.1 -13845 -9935.62 7921.95 36184.9 1321.58 5441.52 12103.8 1839.17 4195.66
internal_weight=0 29690 29670 280 253 190 29390 29362 99 68 146 63 29263 29172 91 59 29140 2751 2700 1489 535 488 414 86 51 954 1211 425 786 759
internal_count=4318164 29690 29670 280 253 190 29390 29362 99 68 146 63 29263 29172 91 59 29140 2751 2700 1489 535 488 414 86 51 954 1211 425 786 759
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=31
num_cat=0
split_feature=3 3 1 0 0 0 1 6 5 0 0 1 0 1 0 6 0 5 5 2 5 0 2 5 0 0 0 0 0 4
split_gain=3.13627e+11 5.00007e+12 2.43047e+13 3.72399e+13 4.28639e+13 8.96462e+13 6.52941e+13 2.41873e+14 7.06943e+13 4.95074e+13 4.94403e+13 1.3912e+14 2.23535e+14 6.13664e+13 5.17904e+13 5.71677e+13 5.37632e+13 4.97318e+13 4.42441e+13 3.95811e+13 3.46892e+13 3.58229e+13 2.82824e+13 2.8224e+13 2.81791e+13 3.33214e+13 2.75574e+13 2.74635e+13 5.75435e+13 3.0209e+13
threshold=14.500000000000002 13.500000000000002 37.475443250000005 59.950068600000009 55.56564190000001 55.657530000000008 37.457850350000008 1.5000000000000002 71.715000000000018 50.565831500000009 55.727011600000004 37.457850350000008 55.701368300000006 36.761894450000007 55.769960200000007 1.5000000000000002 55.826364100000013 52.990000000000002 38.010000000000012 2.5000000000000004 84.030000000000015 55.68356880000001 9.5000000000000018 45.985000000000007 55.591389050000011 55.628356700000005 55.619594000000006 56.009576300000013 59.846652800000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 7 8 24 23 11 13 -13 -7 15 17 -16 -12 -15 -20 21 -21 -4 -3 -6 -26 -10 -18 -29 -30
right_child=-2 2 22 -5 5 10 -8 -9 26 -11 14 12 -14 18 16 -17 27 -19 19 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=7.646409390158877 40.985869555871375 -3809.2576323731155 -2778.0008259675419 -4410.6445530032443 126247.2644715507 138386.16250000001 627.30196682163739 10457.973568718851 258689.72791193184 -9873.9358172699431 45425.002982584643 260087.97147606383 -79468.703141276041 16439.626978101922 -42280.624034544016 19136.394788443689 18280.623149111929 194427.35843098958 14918.607057479985 -14639.601776380943 -64218.59170368129 -59132.500948340741 984.92981555280733 22765.264112540834 -3220.2533211844311 84552.240380216914 135921.38717130336 -9234.7134669995958 14648.831302724409 -5364.2988358428283
leaf_weight=2902122 1303445 709 56839 6526 106 26 631 906 33 3582 48 47 33 347 226 202 1756 42 242 1065 232 218 30796 916 56 190 41 2158 3675 949
leaf_count=2902122 1303445 709 56839 6526 106 26 631 906 33 3582 48 47 33 347 226 202 1756 42 242 1065 232 218 30796 916 56 190 41 2158 3675 949
internal_value=0 -17.7207 -671.542 2081.29 4379.32 7404.44 27125.4 39678.1 101822 -3306.36 3968.25 -9441.73 120021 -14304.2 7240.78 48670.9 5860.4 114959 -16191 -22635.4 -28634.2 -22199.6 -1455.66 11170.6 83144.3 64571.5 190669 7134.69 4248.78 10541.5
internal_weight=0 3.01472e+06 112597 24962 18436 13229 1963 1332 426 5207 11266 2210 80 2130 9056 292 8764 90 2104 1757 1515 1283 87635 1625 352 246 74 8538 6782 4624
internal_count=4318164 3014719 112597 24962 18436 13229 1963 1332 426 5207 11266 2210 80 2130 9056 292 8764 90 2104 1757 1515 1283 87635 1625 352 246 74 8538 6782 4624
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=31
num_cat=0
split_feature=5 6 4 5 5 5 4 0 0 1 2 1 1 3 0 3 1 1 1 1 3 3 1 5 5 2 2 5 0 2
split_gain=3.2518e+11 4.45025e+12 6.92708e+12 1.88249e+13 1.81579e+13 1.88596e+13 2.31945e+13 1.79924e+13 1.75704e+13 2.61729e+13 1.8528e+13 2.16105e+13 1.68214e+13 1.74468e+13 1.52234e+13 1.96015e+13 1.46856e+13 3.80268e+13 3.025e+13 4.5095e+13 3.32015e+13 2.31506e+13 2.17113e+13 2.04613e+13 2.68831e+13 1.94819e+13 1.93051e+13 5.15167e+13 2.00909e+13 1.90566e+13
threshold=81.910000000000011 1.5000000000000002 3.5000000000000004 107.05000000000001 120.05000000000001 125.85000000000001 4.5000000000000009 59.963407450000012 59.982527000000012 30.259484550000003 1.5000000000000002 30.346469350000003 30.370618100000005 10.500000000000002 59.916647550000008 5.5000000000000009 82.91993380000001 82.966612450000014 82.907204800000002 82.871296800000025 6.5000000000000009 3.5000000000000004 65.520339550000017 96.015000000000015 118.33500000000002 9.5000000000000018 4.5000000000000009 116.06000000000002 54.986619450000006 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 16 6 8 -8 9 -6 -11 14 13 -10 -12 -16 18 21 19 22 -20 -18 -4 -24 -25 -22 27 28 -21 -28
right_child=1 2 4 -5 5 -7 7 -9 12 10 11 -13 -14 -15 15 -17 17 -19 20 26 25 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-8.552104075921962 -384.1861555724355 1152.2455422617952 -2117.5273919881242 -1343.1970685219715 -51229.819531250003 724.36913808038742 -14283.520652897867 80437.783556547627 169371.6221875 -23119.989638671876 130295.17845552886 14924.950310052498 13781.3881981383 47965.215409482764 -13015.260416666668 101874.46111111112 -78361.337434895846 -871.77796216003162 20525.980314677472 83636.807241586546 -23767.746898467783 20878.031598433914 -2085.2034689801171 -28674.927503879288 51572.487630948155 -69122.259860755657 56347.447668561363 -138670.67999957543 5865.1243783133377 7059.0097937632418
leaf_weight=3935898 131110 148451 31799 37960 62 20261 445 21 20 120 26 1602 47 29 33 27 24 6042 148 39 516 1144 766 815 44 116 234 23 224 118
leaf_count=3935898 131110 148451 31799 37960 62 20261 445 21 20 120 26 1602 47 29 33 27 24 6042 148 39 516 1144 766 815 44 116 234 23 224 118
internal_value=0 88.0544 334.576 644.083 -556.543 1723.15 10044 -10015 14798.6 12656.6 14847.4 17546.5 56522.4 97518.9 66381.2 38685.1 -1786.76 2321.29 -2636.86 -2190.97 -22108.3 18838.9 -2693.68 -13968.1 -24564.5 -32092.3 24144.9 4846.85 17397.8 39824.6
internal_weight=0 382266 251156 186411 64745 22693 2432 466 1966 1870 1808 1688 96 49 86 60 42052 7210 34842 34062 780 1168 33424 1625 859 632 638 286 263 352
internal_count=4318164 382266 251156 186411 64745 22693 2432 466 1966 1870 1808 1688 96 49 86 60 42052 7210 34842 34062 780 1168 33424 1625 859 632 638 286 263 352
is_linear=0
shrinkage=0.1


Tree=4194
num_leaves=31
num_cat=0
split_feature=3 0 0 3 1 5 5 5 3 2 2 3 5 4 5 5 2 4 4 2 2 2 1 2 4 5 5 2 5 1
split_gain=3.25328e+11 3.50158e+12 9.95651e+12 3.18453e+13 3.21466e+13 1.74282e+13 2.32699e+13 2.37636e+13 3.33467e+13 1.44672e+13 1.08144e+13 2.39182e+13 2.23118e+13 2.18742e+13 1.02588e+13 1.61488e+13 1.16699e+13 1.17262e+13 1.04673e+13 9.76637e+12 2.98972e+13 1.0072e+13 8.12728e+12 7.54759e+12 5.70495e+12 5.04703e+12 7.74613e+12 4.59285e+12 7.73188e+12 1.0178e+13
threshold=19.500000000000004 43.592450450000008 44.039893800000009 21.500000000000004 39.718803500000007 78.710000000000022 52.990000000000002 54.990000000000002 20.500000000000004 4.5000000000000009 8.5000000000000018 24.500000000000004 75.750000000000014 1.5000000000000002 44.905000000000008 37.005000000000003 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 16.500000000000004 39.726951800000002 7.5000000000000009 1.5000000000000002 36.515000000000008 36.005000000000003 2.5000000000000004 34.920000000000009 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 27 3 5 9 6 19 -8 -9 -5 24 12 -12 -13 15 18 17 23 -6 -3 -21 -22 -7 -16 -11 26 -20 28 -2 -30
right_child=1 2 -4 4 14 22 7 8 -10 10 11 13 -14 -15 16 -17 -18 -19 25 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=10.018112655318991 -38116.242807617193 63759.78065655048 -77.765776576879858 108905.25184659092 -73487.070357572113 -57282.058882472833 173789.24775000001 118451.0265224359 -26121.045326967593 17418.487421875001 83458.566619318182 10261.470907738096 -37765.117665816324 142444.99495967742 -63648.578286637938 68002.921035879626 -91534.62548217774 27187.215719696975 -10346.843740234377 -82290.798603877323 91402.595192307694 556.85441576086964 27734.524147727272 -1167.1732152478448 -56376.025142045459 -16518.903202726404 60610.760999999999 -5652.2732943525943 -18429.888653094953 59255.730279541021
leaf_weight=3810546 20 39 504957 22 26 23 25 39 27 20 22 21 49 31 58 27 32 33 40 27 26 23 22 29 22 147 25 1712 26 48
leaf_count=3810546 20 39 504957 22 26 23 25 39 27 20 22 21 49 31 58 27 32 33 40 27 26 23 22 29 22 147 25 1712 26 48
internal_value=0 -75.2032 -59.5094 10722.6 -1718.49 40660.5 52976.3 90758.8 59307.9 32732.1 22575.6 37535.6 -202.849 89063.2 -17167.5 -5288.56 -37877.6 -23569.1 -13603.1 23078.7 2202.94 48760.7 -15718.4 -42821.4 -21235.8 -6258.88 16944.5 -4470.61 17050.8 31960.8
internal_weight=0 507618 505812 855 604 251 206 91 66 187 165 123 71 52 417 265 152 120 238 115 76 49 45 87 42 212 65 1806 94 74
internal_count=4318164 507618 505812 855 604 251 206 91 66 187 165 123 71 52 417 265 152 120 238 115 76 49 45 87 42 212 65 1806 94 74
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 5 1 4 5 5 3 1 3 1 4 5 5 1 1 1 1 3 1 1 1 1 1 0 5
split_gain=3.20146e+11 2.92019e+12 1.41093e+13 3.4696e+13 3.32855e+13 2.78977e+13 1.82868e+13 2.2742e+13 1.95826e+13 1.46673e+13 1.22379e+13 1.09344e+13 1.07391e+13 1.64275e+13 2.1591e+13 1.84203e+13 1.6923e+13 9.88813e+12 1.29095e+13 9.58864e+12 1.25034e+13 1.99355e+13 1.27753e+13 2.83176e+13 2.57167e+13 3.65757e+13 1.97436e+13 2.99623e+13 6.90545e+13 2.77176e+13
threshold=56.635684300000008 56.338501050000012 37.533784800000006 37.503486000000002 15.500000000000002 37.098288800000006 69.015000000000015 35.911716050000003 3.5000000000000004 35.505000000000003 74.610000000000014 17.500000000000004 30.578016350000002 4.5000000000000009 35.911716050000003 1.5000000000000002 44.205000000000005 177.02500000000003 47.854228500000012 86.192907650000009 84.920232800000022 65.520339550000017 5.5000000000000009 37.597123000000003 44.083877800000003 43.868031300000006 43.574807850000006 44.005491150000005 56.367862600000002 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 12 8 -8 -4 -9 -5 -3 -14 -15 16 -16 19 -19 20 21 22 23 -11 25 -25 29 -28 -29 -24
right_child=-2 2 9 11 -6 -7 7 10 -10 17 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-3.3264570415934105 51.212058898120475 -3963.9015035793159 2227.4609825824637 17295.20769294097 114724.75250651043 -18167.444610767761 -18534.68901056028 5793.5443080357145 98217.324980468751 21152.171126858502 -81245.93575451443 -40011.989671415446 -2594.4123561155643 96833.221134868421 15243.409579879763 36565.241743924882 -41294.850553385419 -101772.81321331522 178.61591435185187 -25235.441675686307 6975.3443029281771 -25803.422050135589 -7846.7112745214154 -2776.7380430653193 1939.7353243146745 -24220.090859477514 2229.35239123479 -70962.033527861451 -5663.5546949292684 -36540.452383961398
leaf_weight=3318930 951662 547 9145 1605 24 868 51 21 20 596 70 34 385 38 200 288 72 23 27 180 1455 363 2422 4441 10010 969 6520 166 6641 391
leaf_count=3318930 951662 547 9145 1605 24 868 51 21 20 596 70 34 385 38 200 288 72 23 27 180 1455 363 2422 4441 10010 969 6520 166 6641 391
internal_value=0 -14.4769 -792.405 4725.26 -2493.66 -3592.58 3884.35 -28064.7 14353.2 -1329.93 -61159.9 16106.4 7267.19 13516.8 23889.5 18939.7 277.4 -2281.05 -46719 -2216 -2094.04 -2499.83 -2236.76 -235.846 -1062.52 -6617.52 -4222.31 -2615.44 -7255.97 -11835.1
internal_weight=0 3.3665e+06 47572 4223 2584 2560 1692 162 71 43349 91 1639 1530 983 598 560 272 34204 50 34154 33974 32519 32156 16016 15420 5410 16140 13327 6807 2813
internal_count=4318164 3366502 47572 4223 2584 2560 1692 162 71 43349 91 1639 1530 983 598 560 272 34204 50 34154 33974 32519 32156 16016 15420 5410 16140 13327 6807 2813
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 5 1 3 3 5 5 5 4 5 3 5 5 0 4 3 3 0 0 3 1 0 5 3 3 1
split_gain=3.25717e+11 1.24222e+13 1.82249e+13 1.40924e+13 2.78045e+13 1.7105e+13 1.00083e+13 1.23625e+13 3.15088e+13 3.54632e+13 5.68917e+13 3.85755e+13 3.85288e+13 3.17302e+13 3.08926e+13 3.08555e+13 5.44549e+13 3.66692e+13 3.09e+13 4.94918e+13 4.22133e+13 3.05448e+13 2.83455e+13 2.50538e+13 2.78918e+13 3.09646e+13 2.46116e+13 2.34559e+13 4.62168e+13 2.25777e+13
threshold=39.718803500000007 43.592450450000008 77.715000000000018 40.205000000000005 47.815000000000005 57.995000000000012 39.739656000000004 16.500000000000004 10.500000000000002 98.020000000000024 123.15000000000002 95.020000000000024 3.5000000000000004 92.035000000000011 8.5000000000000018 110.05000000000001 102.01000000000001 43.592450450000008 3.5000000000000004 5.5000000000000009 4.5000000000000009 43.642715500000008 47.228519500000004 18.500000000000004 39.726951800000002 47.236539400000005 37.005000000000003 6.5000000000000009 7.5000000000000009 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 11 15 13 14 -2 -13 16 18 -18 19 20 -11 -19 -15 -9 -25 26 -26 -17 -29 -12
right_child=6 -3 -4 4 5 -7 -8 23 -10 10 29 12 -14 22 -16 27 17 21 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-3345.6709635419975 1618.5118868530606 -33.694121699708319 -56378.603281250005 163865.38551290764 -24768.11517427885 95039.268181818188 0.042359711702968518 14313.526867483793 -6414.6321293540632 82980.972605298914 -29064.51834716797 -204365.20722656252 37178.630487351191 90610.048875000008 -38284.775785900296 44757.378205046109 -82389.306879783166 124419.16526834239 -1944.6069295247396 35426.390429687504 272566.06770833337 -7734.4487692636994 -12796.595826981707 -9179.5399051934364 -7903.8512410481771 -10121.889544053603 19042.190820755826 253389.51919875375 74350.019225543481 26663.751307091345
leaf_weight=36 21341 1860787 20 23 26 22 2423382 2204 4968 23 192 24 21 75 21 61 49 23 36 48 24 73 41 1622 426 753 1659 21 46 117
leaf_count=36 21341 1860787 20 23 26 22 2423382 2204 4968 23 192 24 21 75 21 61 49 23 36 48 24 73 41 1622 426 753 1659 21 46 117
internal_value=0 -31.5597 31242.4 47620.1 73461.9 30143.6 23.9006 1731.05 785.443 2394.09 24335.6 1667.23 -74666.6 1902.03 -126861 49039.7 30219.4 -12000.3 76951.2 106849 179790 23927.4 54061.1 5591.23 1280.93 7259.4 13536.7 89620.9 130467 -7963.52
internal_weight=0 1.86091e+06 127 107 71 48 2.45725e+06 33868 27204 22236 713 21523 66 21457 45 404 276 145 131 95 47 96 116 6664 4460 2838 2085 128 67 309
internal_count=4318164 1860914 127 107 71 48 2457250 33868 27204 22236 713 21523 66 21457 45 404 276 145 131 95 47 96 116 6664 4460 2838 2085 128 67 309
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=31
num_cat=0
split_feature=3 0 0 2 5 3 4 3 0 5 0 5 6 0 2 1 0 0 1 5 5 0 3 5 2 2 3 1 1 6
split_gain=3.14116e+11 4.00579e+12 2.46485e+13 1.4859e+13 1.35913e+13 1.25681e+13 1.63729e+13 2.74469e+13 1.19479e+14 2.72078e+13 3.76015e+13 2.60971e+13 2.25457e+13 1.91774e+13 1.46249e+13 1.43552e+13 1.8409e+13 1.2462e+13 5.12104e+13 3.89068e+13 3.21755e+13 2.79384e+13 2.90592e+13 2.74045e+13 2.6206e+13 2.11923e+13 1.91181e+13 3.24214e+13 1.71405e+13 4.03855e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 3.5000000000000004 38.905000000000008 14.500000000000002 2.5000000000000004 15.500000000000002 45.005863250000004 78.010000000000005 43.642715500000008 107.05000000000001 1.5000000000000002 45.084117700000007 2.5000000000000004 37.275078000000001 44.732363600000006 45.087005000000012 39.080602550000002 114.05000000000001 132.05000000000004 45.091904500000005 16.500000000000004 96.015000000000015 6.5000000000000009 15.500000000000002 22.500000000000004 38.950530550000003 38.969379750000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 15 8 12 10 -9 -10 -8 -11 -14 16 -7 -5 19 21 -21 22 -19 26 -20 -25 28 -28 29 -23
right_child=1 -3 4 17 -6 6 7 9 11 13 -12 -13 14 -15 -16 -17 -18 18 24 20 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-29.88099190168569 -555.93700519305025 73.820992154023401 1156.4229017908926 -182.30004804495258 -7279.027493788838 -116935.02676205843 36563.347976345489 120037.01091694081 69725.639610635088 -391.58184885969541 18244.745586893165 188434.15523097827 -19596.110070082719 25586.229747501959 -118176.23906690809 1979.2923396010742 -6096.9313226744189 -15712.310173900272 -9499.4196244951108 137819.94901785714 12807.561000000002 8655.1439038806766 -1796.6599103002154 -41977.114189074753 20759.890095722058 28878.141523437502 28936.646889495853 -26180.744065115388 -106.63425561475047 -19888.258982472969
leaf_weight=1938624 18008 2077449 2551 214382 7602 23 36 38 31 2603 806 46 34 319 27 23910 43 3372 362 35 50 779 2704 271 1367 50 128 642 20509 1363
leaf_count=1938624 18008 2077449 2551 214382 7602 23 36 38 31 2603 806 46 34 319 27 23910 43 3372 362 35 50 779 2704 271 1367 50 128 642 20509 1363
internal_value=0 24.3442 -315.903 -147.45 -5159.57 1503.79 2832.47 8806.63 47636.3 7012.58 22827.8 140642 -26193.3 2444.46 -63229.9 1850.73 -44722.3 -455.69 -2308.56 -3276.07 64283.3 -3468.66 -9519.43 -1920.16 14424.5 -30940.5 -1522.41 -17018.4 -995.643 -9507.63
internal_weight=0 2.37954e+06 302091 291938 10153 45924 27916 3940 174 3766 844 77 97 2922 61 23976 66 246014 31632 29903 85 29818 6076 23742 1729 321 23421 770 22651 2142
internal_count=4318164 2379540 302091 291938 10153 45924 27916 3940 174 3766 844 77 97 2922 61 23976 66 246014 31632 29903 85 29818 6076 23742 1729 321 23421 770 22651 2142
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=31
num_cat=0
split_feature=1 2 0 4 0 3 3 5 2 2 5 5 1 4 2 5 3 2 5 0 4 5 6 5 2 5 4 1 5 0
split_gain=3.19625e+11 2.40676e+12 7.31154e+12 8.28263e+12 7.4632e+12 1.106e+13 2.04032e+13 1.37212e+13 1.07514e+13 1.0279e+13 8.20364e+12 6.93382e+12 8.46728e+12 7.04344e+12 6.24914e+12 1.09021e+13 6.02924e+12 5.97403e+12 1.18027e+13 1.01124e+13 1.86067e+13 1.75879e+13 9.98983e+12 1.50226e+13 1.06647e+13 1.34956e+13 1.23769e+13 1.79677e+13 1.13431e+13 9.86319e+12
threshold=83.000022850000008 9.5000000000000018 54.920670650000005 4.5000000000000009 54.811549550000009 13.500000000000002 14.500000000000002 63.855000000000011 11.500000000000002 10.500000000000002 55.990000000000002 32.355000000000011 83.093115700000013 3.5000000000000004 15.500000000000002 137.05000000000004 24.500000000000004 7.5000000000000009 64.020000000000024 51.83362145000001 2.5000000000000004 85.91500000000002 1.5000000000000002 40.205000000000005 8.5000000000000018 48.945000000000007 2.5000000000000004 83.011163250000024 58.755000000000003 53.242949050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 4 11 -3 7 8 10 -7 -9 -6 12 -4 -13 15 -15 -16 -2 22 20 -20 -22 23 -19 -25 -26 27 -27 -29 -24
right_child=1 2 3 -5 5 6 -8 9 -10 -11 -12 13 -14 14 16 -17 -18 18 19 -21 21 -23 29 24 25 26 -28 28 -30 -31
leaf_value=10.233668252652501 -139.54593305205236 946.98632908193451 12393.948139364978 -40330.007787181712 -15571.367343417081 120179.07743688513 11179.707602151779 53673.135800253382 28191.351245117188 -25841.402101293104 -82115.345814514163 -1567.8876021701317 163.62293672947069 12485.505571809363 -19640.892331770356 86575.474581473216 37038.141096297557 -326.25300121295413 71552.978635817315 -2347.3837079496079 -18358.353678385418 51538.097445913467 -6610.3685206936834 7789.5095865947342 -2677.7046959993258 16350.203261748891 -4793.1398932846896 8763.3142861497308 -8921.6430432510369 824.91042151808097
leaf_weight=3782924 410607 9419 801 54 44 27 643 37 24 29 32 45294 1930 366 102 21 23 7971 52 11774 117 52 1898 7228 3052 1620 812 837 640 29734
leaf_count=3782924 410607 9419 801 54 44 27 643 37 24 29 32 45294 1930 366 102 21 23 7971 52 11774 117 52 1898 7228 3052 1620 812 837 640 29734
internal_value=0 -72.3287 -675.675 -1187.75 1750.69 10805.8 16008.6 -14622 76890.7 18734.9 -43589.9 -1144.2 3750.77 -1436.05 10227.1 16505.9 -9211.95 2.19898 886.894 -1949.59 19243.5 3148.25 1519.4 3147.56 5099.06 2305.41 6196.05 9077.29 1100.23 378.775
internal_weight=0 535240 58846 48591 10255 836 694 142 51 66 76 48537 2731 45806 512 387 125 476394 65787 11995 221 169 53792 22160 14189 6961 3909 3097 1477 31632
internal_count=4318164 535240 58846 48591 10255 836 694 142 51 66 76 48537 2731 45806 512 387 125 476394 65787 11995 221 169 53792 22160 14189 6961 3909 3097 1477 31632
is_linear=0
shrinkage=0.1


Tree=4199
num_leaves=31
num_cat=0
split_feature=1 3 5 1 5 2 0 4 5 4 5 3 5 1 0 3 5 1 5 5 5 5 5 5 5 5 1 5 2 3
split_gain=3.48435e+11 1.8369e+12 1.76851e+12 3.5362e+12 5.05735e+12 1.84361e+12 1.78492e+12 1.7482e+12 1.8945e+12 1.74699e+12 1.27296e+13 7.70947e+12 1.01203e+13 6.1818e+12 5.09043e+12 5.07599e+12 4.6927e+12 3.58944e+12 3.57602e+12 4.35556e+12 2.8137e+12 2.81068e+12 3.49102e+12 2.24565e+12 2.2007e+12 2.19793e+12 8.37707e+12 9.25993e+12 1.0773e+13 7.11231e+12
threshold=86.067573200000012 26.500000000000004 24.010000000000002 86.192907650000009 21.015000000000004 3.5000000000000004 51.717367500000009 3.5000000000000004 13.050000000000002 1.0000000180025095e-35 75.750000000000014 9.5000000000000018 125.85000000000001 91.398302750000013 50.565831500000009 9.5000000000000018 89.00500000000001 92.896330950000007 49.995000000000012 30.990000000000006 25.005000000000006 69.610000000000014 61.845000000000006 64.805000000000021 57.705000000000005 123.15000000000002 91.910414550000013 128.92000000000004 4.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 8 -8 10 13 16 -13 21 15 -15 -12 20 19 -19 -16 22 -4 24 -20 -11 27 28 -27 -29
right_child=1 -3 9 5 -6 6 7 -9 -10 25 11 12 -14 14 17 -17 -18 18 23 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-5.7556344562825146 -147.56882107274063 -24602.313837890626 13325.543123049578 -2849.1731518138095 -18943.463633153773 -23376.068800706133 10991.517740114041 29826.414103190109 382.21382540189302 185.71210968026165 22048.510781250003 29512.521339217477 -44650.506606657611 56559.813437500008 25872.168953125001 -5140.9905558268229 83094.058800551473 -10254.975523065124 -16279.324317863806 3178.7865678532107 1427.9520309745308 -22310.576528320315 54745.899396306828 8405.9447823660721 -45921.167956848149 -5775.2387500000004 -96.041523973372762 -21585.669910037879 -93386.826547241217 15902.181550995294
leaf_weight=4147874 294 30 271 1553 279 26 211 24 832 162954 20 92 23 30 50 24 34 495 67 471 809 20 22 21 40 25 1303 165 32 73
leaf_count=4147874 294 30 271 1553 279 26 211 24 832 162954 20 92 23 30 50 24 34 495 67 471 809 20 22 21 40 25 1303 165 32 73
internal_value=0 140.194 144.554 -2177.11 -9299.5 -634.731 2511.68 3142.5 2528.49 189.294 2818.79 29315.7 14679.9 888.626 -1149.88 29137.2 60484.6 -1987.31 -5786.14 -3704.97 2850.78 13959.8 16435.6 -21492.5 -27360.4 149.52 -3541.1 -18757.7 -54960.7 -10087.3
internal_weight=0 170290 170260 3219 573 2646 1093 1067 1043 167041 2489 169 115 2320 2007 54 54 1953 1094 966 859 313 293 128 107 164552 1598 295 57 238
internal_count=4318164 170290 170260 3219 573 2646 1093 1067 1043 167041 2489 169 115 2320 2007 54 54 1953 1094 966 859 313 293 128 107 164552 1598 295 57 238
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=31
num_cat=0
split_feature=2 5 5 1 5 5 5 5 0 4 1 5 1 5 1 5 6 2 0 4 3 5 5 2 5 6 1 0 5 1
split_gain=2.95144e+11 1.28888e+12 4.10289e+12 9.94129e+12 4.42505e+12 2.58157e+12 1.65559e+12 2.34243e+12 1.84351e+12 1.64095e+12 1.53713e+12 1.67999e+12 1.33173e+12 1.26645e+12 9.72516e+11 5.95004e+11 2.29597e+12 5.842e+11 9.53058e+11 1.05814e+12 8.54476e+11 4.07007e+12 9.17792e+11 7.52905e+11 2.55528e+12 3.96609e+12 5.30385e+12 3.45998e+12 6.67973e+12 2.91273e+12
threshold=33.500000000000007 48.510000000000012 40.205000000000005 37.542000650000013 38.010000000000012 36.515000000000008 58.305000000000007 67.990000000000023 55.769960200000007 2.5000000000000004 37.752451500000006 86.02500000000002 37.737121850000008 30.990000000000006 37.582182450000005 79.010000000000005 1.5000000000000002 32.500000000000007 55.885524800000006 1.0000000180025095e-35 34.500000000000007 72.010000000000005 43.605000000000011 31.500000000000004 37.005000000000003 1.5000000000000002 37.737121850000008 55.674875350000008 34.920000000000009 37.533784800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 4 -4 5 13 8 14 -3 12 11 -11 -9 -2 -8 -12 -17 23 19 -19 21 22 -20 -1 27 29 -27 -25 -29 -26
right_child=1 6 3 -5 -6 -7 7 9 -10 10 15 -13 -14 -15 -16 16 -18 18 20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.40271023013517993 9120.2935074869802 -32.115690104166667 -1016.0459043760557 83869.763121448865 -44768.594687500008 37906.421375093007 33442.996979631702 671.75664605034729 -40602.884300595237 8829.4130580357141 24910.0425 -30713.365518465915 -28537.106587837843 -23366.275000000001 5691.2314877717399 -15413.29484375 27444.350484374998 19539.307010904948 -4995.689044510691 -2081.9077590098932 -23652.382725694446 31347.287610394025 -26325.576494509674 -9354.5431877790179 -8905.1515129538147 -47130.982067228622 1100.2268708881579 8860.941001420455 71201.826304687507 7857.2110774888906
leaf_weight=4316392 30 24 37 22 20 21 28 27 21 21 25 22 37 20 23 25 25 24 38 398 36 23 43 35 136 38 57 55 25 436
leaf_count=4316392 30 24 37 22 20 21 28 27 21 21 25 22 37 20 23 25 25 24 38 398 36 23 43 35 136 38 57 55 25 436
internal_value=0 2625.87 10096.6 30636.3 -3220.37 8483.35 -1405.08 1986.34 -18965.1 -3321.34 3671.62 -11401.8 -16214.6 -3874.33 20927.5 12313.7 6015.53 -0.260293 -3224.18 -852.265 -10373.8 -5777.39 -16319 0.15939 3102.77 729.204 -18192.3 16869.5 28342.5 3871.75
internal_weight=0 428 150 59 91 71 278 233 45 182 118 43 64 50 51 75 50 4.31774e+06 562 422 140 104 81 4.31717e+06 782 667 95 115 80 572
internal_count=4318164 428 150 59 91 71 278 233 45 182 118 43 64 50 51 75 50 4317736 562 422 140 104 81 4317174 782 667 95 115 80 572
is_linear=0
shrinkage=0.1


Tree=4201
num_leaves=31
num_cat=0
split_feature=2 0 5 1 2 5 3 5 1 1 5 5 0 0 3 4 0 4 5 0 1 3 0 0 0 5 5 1 1 1
split_gain=2.93434e+11 2.61944e+12 9.19921e+12 1.71213e+13 8.85657e+12 3.39036e+12 3.22753e+12 7.40042e+12 6.27715e+12 1.36749e+13 6.09586e+12 8.93553e+12 7.67627e+12 2.12081e+13 3.29026e+13 2.33299e+13 2.00811e+13 4.21101e+13 1.80995e+13 1.34603e+13 7.6373e+12 7.39025e+12 1.6484e+13 1.95884e+13 9.10806e+12 8.67387e+12 1.56336e+13 1.15502e+13 7.71028e+12 1.82325e+13
threshold=19.500000000000004 43.592450450000008 110.05000000000001 39.767857750000005 21.500000000000004 53.385000000000012 22.500000000000004 25.005000000000006 37.712318250000003 33.101335500000005 110.05000000000001 109.05000000000001 51.636650050000007 45.112033650000008 21.500000000000004 4.5000000000000009 55.061033200000004 3.5000000000000004 142.05000000000004 45.029420750000007 49.148175700000003 20.500000000000004 55.183525900000006 56.802385350000009 57.147575200000006 71.715000000000018 81.910000000000011 37.542000650000013 37.533784800000006 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -3 11 21 13 14 18 -16 17 -14 -12 -20 -18 22 -9 25 -25 28 -27 -28 29 -24
right_child=1 6 -4 -5 -6 -7 -8 10 -10 -11 12 -13 16 -15 15 -17 20 -19 19 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=4.0035915940778652 57651.901860119055 -4081.4818817138676 -37672.904296875 94087.703836495537 -44708.581858473561 7092.7680555555562 22.190845051330736 -6939.4470395866656 780.37193439916246 -65321.936619636195 -105816.03887890624 -47862.627729724707 -169313.9946875 120295.8865420387 89961.722161356607 -15768.572326660156 -4495.098622013973 31175.304651988637 51885.299235026047 -55169.618750000001 33156.280617357341 -2769.0478309188447 14137.60056295956 -30420.13675075354 5023.0633237368102 112087.62111895162 -17765.542042541503 61980.811514136905 11536.256140829317 104725.88964251895
leaf_weight=4218655 21 80 28 28 26 36 87380 762 97 67 25 42 20 21 60 32 130 22 24 23 92 9457 68 86 462 31 32 42 282 33
leaf_count=4218655 21 80 28 28 26 36 87380 762 97 67 25 42 20 21 60 32 130 22 24 23 92 9457 68 86 462 31 32 42 282 33
internal_value=0 -169.731 13548.4 26469 3657.91 25719.8 -188.92 -1727.44 -18964.7 -31993.8 -1369.37 -1823.54 10057.6 25677.1 13561.3 53186 -887.91 -64295.8 -37070.2 -503.278 11108.2 -1651.73 4225.04 12436.7 -539.191 27008.1 52470.6 27495.9 20027.5 43735.8
internal_weight=0 99509 139 111 83 57 99370 11990 244 147 11746 11297 449 185 164 92 264 42 72 47 222 11255 1798 1036 548 488 105 74 383 101
internal_count=4318164 99509 139 111 83 57 99370 11990 244 147 11746 11297 449 185 164 92 264 42 72 47 222 11255 1798 1036 548 488 105 74 383 101
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=31
num_cat=0
split_feature=1 2 0 4 3 0 3 2 1 0 1 4 5 5 5 5 5 3 0 5 0 3 3 3 5 0 5 5 5 6
split_gain=2.97759e+11 1.97257e+12 5.94944e+12 6.77298e+12 6.36783e+12 1.43267e+13 1.6179e+13 8.28856e+12 8.02987e+12 8.85897e+12 7.02952e+12 1.28969e+13 1.28632e+13 1.19089e+13 3.37514e+13 9.77086e+12 1.77476e+13 2.12278e+13 1.83183e+13 1.17614e+13 1.49883e+13 9.566e+12 7.38143e+12 7.04752e+12 7.45891e+12 6.60601e+12 6.22284e+12 8.69018e+12 7.23348e+12 7.61675e+12
threshold=83.000022850000008 9.5000000000000018 54.920670650000005 4.5000000000000009 13.500000000000002 53.719078300000007 14.500000000000002 11.500000000000002 84.920232800000022 54.864040150000001 83.761389800000003 3.5000000000000004 132.05000000000004 85.020000000000024 86.02500000000002 87.00500000000001 67.990000000000023 14.500000000000002 53.340367100000002 89.00500000000001 52.056565900000003 15.500000000000002 21.500000000000004 15.500000000000002 97.050000000000011 53.310923100000004 53.385000000000012 78.710000000000022 79.730000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 26 8 10 7 -7 9 -3 13 15 -13 -6 -15 16 -12 18 -18 20 -17 -16 -19 -21 -25 -24 -4 -28 -29 -30
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 11 12 -14 14 21 19 17 22 -20 23 -22 -23 25 24 -26 -27 27 28 29 -31
leaf_value=9.8774164376232818 -2.3397076436183468 3433.4538702715772 -41.654741788914997 -36473.743330439815 -271.49603621822075 105458.43079659599 11222.406143338198 25372.430289713542 -9446.523142322163 -26662.112411733775 1739.6605794398308 14441.046284722222 102791.83052133414 -131226.59447397085 25846.096414523654 -119621.93293678977 28633.657398302803 11195.742036830357 146740.77552083333 39505.272607421881 -14288.1804296875 -23325.379647909631 88080.620999999999 7629.9278673537237 -33774.827715084881 10974.117285156251 -3926.7095812709676 23276.89540724114 1946.0558151142423 -4677.4788558647579
leaf_weight=3782924 476394 1643 27342 54 2980 28 958 24 1043 104 2394 45 26 26 54 22 29 420 24 32 35 148 25 94 81 20 13035 134 5486 2540
leaf_count=3782924 476394 1643 27342 54 2980 28 958 24 1043 104 2394 45 26 26 54 22 29 420 24 32 35 148 25 94 81 20 13035 134 5486 2540
internal_value=0 -69.8108 -616.03 -1077.95 1572.69 3096.09 14171.1 68495.7 -2503.38 1641.85 1363.2 4643.33 46794.9 -1956.8 -23984 3701.03 5371.09 22154.2 82116.1 -14720.3 -54943.3 -10180.5 15319.8 -3644.34 -11534.6 53811.1 -1038.57 -2324.62 234.604 -150.104
internal_weight=0 535240 58846 48591 10255 7465 1010 52 2790 1747 6455 3247 71 3208 228 3176 2912 518 53 264 57 202 465 207 175 45 48537 21195 8160 8026
internal_count=4318164 535240 58846 48591 10255 7465 1010 52 2790 1747 6455 3247 71 3208 228 3176 2912 518 53 264 57 202 465 207 175 45 48537 21195 8160 8026
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 5 5 4 0 0 0 3 5 5 3 0 1 5 5 5 2 5 5 3 3 3 0 5 4 5
split_gain=3.33414e+11 1.61907e+12 1.72445e+13 1.50402e+13 1.21633e+13 8.65645e+12 7.45947e+12 5.88983e+12 5.47836e+12 1.51672e+13 1.01532e+13 7.80994e+12 6.53412e+12 6.98629e+12 5.8692e+12 5.28738e+12 1.22031e+13 7.77157e+12 8.25576e+12 1.02771e+13 8.23498e+12 9.45346e+12 1.37804e+13 8.27169e+12 7.47082e+12 6.71429e+12 7.74743e+12 7.5524e+12 1.69798e+13 1.57615e+13
threshold=86.067573200000012 83.761389800000003 53.37994195000001 56.367862600000002 21.500000000000004 76.00500000000001 225.45000000000002 3.5000000000000004 55.193434200000006 53.719078300000007 55.388132500000005 10.500000000000002 73.405000000000015 65.905000000000015 11.500000000000002 53.310923100000004 84.920232800000022 177.02500000000003 52.405000000000008 54.990000000000002 1.5000000000000002 137.05000000000004 132.05000000000004 8.5000000000000018 4.5000000000000009 16.500000000000004 53.355366400000001 120.05000000000001 3.5000000000000004 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 8 15 -7 9 12 -10 -12 13 14 -4 16 -3 18 24 -20 -21 22 25 -23 -17 27 -27 29 -29 -22
right_child=-2 2 3 -5 -6 7 -8 -9 10 -11 11 -13 -14 -15 -16 17 -18 -19 19 20 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.4703653651944773 137.13883168214505 -21242.454769369066 -3674.2997569765939 4135.6948153741023 72386.554524739593 -28120.512297964789 60708.671679687504 -5242.7749065519638 7312.1088664062499 -23343.834874422217 -5681.525184200782 17936.768714549446 24486.268997485018 -22448.67315496461 -23000.72846650095 -8645.4289472579967 -84.4366074507669 -35861.08883901743 23770.179013829387 -11124.443316035944 7501.8277871388918 -625.55182421874997 -63155.779660560343 73060.41030649039 1879.5615960078533 -11986.14810285629 38267.113027056526 112490.25500710227 376.79537946428576 -81573.638906250009
leaf_weight=4119774 170290 283 3297 1960 24 276 21 190 875 521 3411 146 73 234 165 800 7415 52 310 298 2935 25 29 39 4296 314 34 22 35 20
leaf_count=4119774 170290 283 3297 1960 24 276 21 190 875 521 3411 146 73 234 165 800 7415 52 310 298 2935 25 29 39 4296 314 34 22 35 20
internal_value=0 -5.6302 -762.12 -3816.93 1246.79 -5513.4 1145.93 -18792.7 -4803.91 -7351.26 -2338.18 -4712.09 -5140.56 -5725.72 -4595.4 1071.95 -862.265 2688.8 2907.71 6271.28 4825.09 6201.56 5482.53 44276.8 227.287 6074.94 -7076.35 7594.41 43648.7 6898.95
internal_weight=0 4.14787e+06 28100 11148 16952 9188 16928 466 8722 4290 4432 3557 3769 3696 3462 16907 7698 9209 9157 4061 3751 3453 3389 64 5096 3360 348 3012 57 2955
internal_count=4318164 4147874 28100 11148 16952 9188 16928 466 8722 4290 4432 3557 3769 3696 3462 16907 7698 9209 9157 4061 3751 3453 3389 64 5096 3360 348 3012 57 2955
is_linear=0
shrinkage=0.1


Tree=4204
num_leaves=31
num_cat=0
split_feature=0 3 4 5 1 1 0 1 1 0 1 5 1 3 5 5 5 5 3 3 5 2 1 5 5 0 3 3 1 2
split_gain=2.90034e+11 3.56777e+12 9.25687e+12 8.70987e+12 4.27122e+12 7.01978e+12 3.36984e+12 3.34665e+13 6.02415e+13 4.23785e+13 3.41332e+13 3.2279e+13 3.92675e+13 2.90067e+13 4.15622e+13 3.42056e+13 4.65949e+13 3.43744e+13 2.74883e+13 3.42143e+13 2.55271e+13 5.68531e+13 4.03046e+13 3.7648e+13 5.11297e+13 4.07708e+13 3.6465e+13 7.69824e+13 3.83881e+13 3.58256e+13
threshold=45.067452850000002 1.5000000000000002 4.5000000000000009 103.45000000000002 37.457850350000008 37.328003200000005 45.047272400000004 39.021425200000003 39.016372550000007 45.053747000000008 38.950530550000003 68.52500000000002 38.911476500000006 24.500000000000004 79.010000000000005 85.020000000000024 94.040000000000006 107.05000000000001 13.500000000000002 21.500000000000004 62.385000000000012 13.500000000000002 39.003296000000006 128.92000000000004 125.85000000000001 45.063245200000004 15.500000000000002 14.500000000000002 39.007683500000006 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -3 8 9 -8 11 -11 -13 -14 -15 -16 -17 -18 -10 -20 -12 22 23 24 -22 -26 27 29 -28 -24
right_child=-2 6 3 -5 -6 -7 7 -9 18 10 20 12 13 14 15 16 17 -19 19 -21 21 -23 26 -25 25 -27 28 -29 -30 -31
leaf_value=1471.649853859569 8.8518658865828161 87.231240804498697 77093.519440569202 -9310.1773437499996 -3549.1345581795249 48444.965402296119 -7871.0424991713953 -3057.99335974733 4364.8756556308635 -807.5995394236113 685.52965866849115 -64439.022223395274 -15908.81961135752 82004.690562037416 -80539.556356148096 115517.93564189189 -114641.74765625001 15896.708394097222 34410.040868072072 -3829.0779762445491 15351.287265544246 -6671.8065727298499 11609.60790849807 -12514.449116744687 227732.84468750001 42141.199757543101 -40459.301470102168 113547.59301757812 -2118.4526274968844 -60866.338281250006
leaf_weight=142 3867038 362112 28 20 5182 41 5671 33598 1056 7585 19859 148 1700 76 46 37 26 90 1051 301 6379 2598 1038 494 20 29 325 72 1329 73
leaf_count=142 3867038 362112 28 20 5182 41 5671 33598 1056 7585 19859 148 1700 76 46 37 26 90 1051 301 6379 2598 1038 494 20 29 325 72 1329 73
internal_value=0 -75.8779 -2627.74 41092 -3018.9 11995.7 -44.8866 -617.146 1022.91 242.184 1339.65 -3858.25 -14757.5 -11034.6 19097.2 -4927.83 17805.1 -13361.9 16454.2 25896.7 2905.99 6474.5 9974.25 14088.5 16133 117893 -64.0605 13341.5 -9652.17 6847.46
internal_weight=0 451126 5413 48 5365 183 445713 83601 50003 47595 41924 9708 2123 1975 275 199 153 116 2408 1352 32216 12357 9759 6922 6428 49 2837 1183 1654 1111
internal_count=4318164 451126 5413 48 5365 183 445713 83601 50003 47595 41924 9708 2123 1975 275 199 153 116 2408 1352 32216 12357 9759 6922 6428 49 2837 1183 1654 1111
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=31
num_cat=0
split_feature=5 1 1 5 0 6 3 5 5 3 4 5 1 3 3 0 0 0 0 1 0 5 5 3 1 1 3 0 0 1
split_gain=3.06425e+11 4.10765e+12 9.28874e+12 9.49631e+12 1.13315e+13 1.1937e+13 1.39809e+13 9.11425e+12 1.46961e+13 7.49563e+12 9.63482e+12 7.10599e+12 1.31138e+13 2.19242e+13 1.70772e+13 1.41555e+13 1.73654e+13 1.44004e+13 1.39691e+13 2.0936e+13 6.9971e+13 2.40257e+13 3.27673e+13 2.51227e+13 2.33751e+13 2.2748e+13 2.20898e+13 4.54687e+13 3.84312e+13 3.01054e+13
threshold=41.505000000000003 37.971176850000006 37.998366300000008 32.355000000000011 55.695992150000002 1.5000000000000002 7.5000000000000009 39.995000000000012 36.005000000000003 19.500000000000004 1.0000000180025095e-35 37.995000000000012 37.832345550000007 14.500000000000002 4.5000000000000009 55.416472000000006 50.973130900000008 55.657530000000008 55.518428350000008 37.39371280000001 55.899899800000007 37.505000000000003 35.505000000000003 3.5000000000000004 30.451272450000005 37.516458750000005 4.5000000000000009 55.793358600000012 55.68356880000001 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 9 5 6 -5 8 -6 -3 -11 12 18 14 -14 16 -16 -17 -1 24 21 22 23 25 -20 -21 27 28 -24 -30
right_child=-2 2 -4 4 7 -7 -8 -9 -10 10 -12 -13 13 -15 15 17 -18 -19 19 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-1511.6738534525236 -19.507461648568484 7560.426541222897 115.20160834377064 44950.680862991896 -7902.9242071636654 14991.22108502095 -36691.40379327003 -10039.327198619956 7190.300272817105 -5441.0797397667257 37703.528356294482 -868.20957211667451 4271.8147537417399 303.75715160790907 -23919.742397250928 -24074.589254461156 10038.464329264529 -7894.4018957994303 733.38469368676385 -78728.846643066412 -5479.7573657570038 -6051.3546701973937 23690.446689703527 2342.3998090920136 -1969.1126267552493 -12466.492271917006 7029.4102960248347 -65321.838060735892 53511.952884615392 200529.34619791666
leaf_weight=38817 2810827 1379 1090681 27 1003 895 94 845 1808 71 191 123371 1395 13817 186 601 791 6489 93140 64 11379 2840 78 53197 48761 272 15058 31 26 30
leaf_count=38817 2810827 1379 1090681 27 1003 895 94 845 1808 71 191 123371 1395 13817 186 601 791 6489 93140 64 11379 2840 78 53197 48761 272 15058 31 26 30
internal_value=0 36.3768 137.34 3962.13 1663.53 11005.7 -18473.7 -932.659 1804.85 10506.3 26011.7 -233.534 39.317 -2235.84 -5944.31 -7710.95 3573.54 -9265.95 240.169 542.564 1804.38 2962.07 3334.37 2170.23 -195.266 -25087.9 7428.16 43818.6 69067.5 132271
internal_weight=0 1.50734e+06 1.09699e+06 6313 4672 1016 121 3656 2811 1641 262 410343 286972 23279 9462 8067 977 7090 263693 224876 82975 71596 68756 53533 141901 336 15223 165 134 56
internal_count=4318164 1507337 1096994 6313 4672 1016 121 3656 2811 1641 262 410343 286972 23279 9462 8067 977 7090 263693 224876 82975 71596 68756 53533 141901 336 15223 165 134 56
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=31
num_cat=0
split_feature=5 0 4 0 4 2 0 0 2 0 3 1 0 0 0 0 0 3 2 1 3 3 4 1 1 0 2 2 1 3
split_gain=3.65817e+11 1.63218e+12 2.74621e+12 2.7817e+12 4.49221e+12 6.66963e+12 3.54376e+12 9.50776e+12 8.22447e+12 1.0785e+13 1.14777e+13 8.64924e+12 3.63247e+12 3.13629e+12 4.49459e+12 7.95915e+12 6.12598e+12 3.81179e+12 2.84035e+12 2.33855e+12 5.14383e+12 1.09436e+13 4.11259e+12 9.01725e+12 3.94208e+12 9.05936e+12 9.86443e+12 1.01206e+13 6.30982e+12 6.13255e+12
threshold=22.030000000000005 54.708501450000007 4.5000000000000009 47.272352350000006 1.5000000000000002 9.5000000000000018 51.636650050000007 53.340367100000002 1.5000000000000002 53.145783300000012 5.5000000000000009 103.85249100000001 54.484631300000011 51.636650050000007 53.242949050000007 53.145783300000012 52.485928400000006 15.500000000000002 2.5000000000000004 39.863684800000009 15.500000000000002 11.500000000000002 3.5000000000000004 39.110397700000007 39.630124250000001 43.592450450000008 7.5000000000000009 3.5000000000000004 39.739656000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 19 13 6 -6 8 -8 11 -11 -10 -9 -5 15 16 -15 -17 -13 22 21 -21 24 -24 -1 26 27 28 29 -26
right_child=-2 -3 -4 4 5 -7 7 12 9 10 -12 18 -14 14 -16 17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=301.85087460297905 4.0222986201901412 -459.01301708931697 31895.818136160717 6577.9292471508061 -15890.411987027255 -60956.839360119055 -18672.189114091983 -16749.965875403363 -18445.777592173796 19931.861077008929 113153.53546875001 66538.339208374018 17830.101572265627 -2490.3883032462545 4345.4303101075757 -9177.5109497492704 13022.641323850543 -39393.590438096791 20751.325927734375 2625.5486694559463 -38158.795377604169 65624.880998883935 -12770.755564283289 79039.73005371094 71093.070039062513 -6661.0790466478202 57616.218482142867 -22869.380496339876 -3491.8165093750004 14055.869112042685
leaf_weight=6949 4237242 61966 28 1788 176 21 53 230 57 28 25 20 35 763 2461 578 382 45 42 1809 30 28 23 20 20 2609 35 123 250 328
leaf_count=6949 4237242 61966 28 1788 176 21 53 230 57 28 25 20 35 763 2461 578 382 45 42 1809 30 28 23 20 20 2609 35 123 250 328
internal_value=0 -210.616 601.38 555.086 2192.06 -5468.74 -3719.12 652.61 15769.9 26382.8 63904.3 9671.54 -12182.8 3066.75 1582.24 -2264.04 2685.14 -11360.1 35521.3 -342.679 2915.02 3585.8 -929.928 29931.8 -1058.59 -3868.02 5770.99 3254.23 8627.48 17333.9
internal_weight=0 80922 18956 18928 6704 687 666 490 225 172 53 119 265 6017 4229 1768 1145 623 62 12224 1867 1837 10357 43 10314 3365 756 721 598 348
internal_count=4318164 80922 18956 18928 6704 687 666 490 225 172 53 119 265 6017 4229 1768 1145 623 62 12224 1867 1837 10357 43 10314 3365 756 721 598 348
is_linear=0
shrinkage=0.1


Tree=4207
num_leaves=31
num_cat=0
split_feature=5 0 1 5 1 2 3 1 1 0 1 3 1 3 4 5 2 1 4 6 5 1 6 3 2 6 1 2 3 3
split_gain=3.45142e+11 4.57817e+12 1.52573e+13 9.53299e+12 9.56185e+12 1.35121e+13 1.6979e+13 1.02838e+13 1.3641e+13 1.23913e+13 1.10158e+13 1.0175e+13 1.0047e+13 1.13254e+13 9.70928e+12 9.07105e+12 1.1919e+13 1.36569e+13 1.86463e+13 1.6572e+13 1.84936e+13 1.16866e+13 1.39987e+13 1.14352e+13 1.19784e+13 1.06133e+13 1.31203e+13 4.27654e+13 2.69655e+13 2.09197e+13
threshold=36.515000000000008 45.005863250000004 42.09605220000001 24.010000000000002 38.096381250000007 2.5000000000000004 3.5000000000000004 39.826386800000009 39.863684800000009 43.642715500000008 39.694727950000008 8.5000000000000018 37.726745000000001 8.5000000000000018 1.5000000000000002 31.795000000000005 9.5000000000000018 39.925119750000007 1.0000000180025095e-35 1.5000000000000002 34.920000000000009 39.899261850000009 1.5000000000000002 6.5000000000000009 3.5000000000000004 1.5000000000000002 39.969502550000009 5.5000000000000009 4.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -6 -7 9 -9 10 11 -8 14 -14 -5 -10 17 23 19 -19 -21 -18 -23 -17 -25 -20 27 28 -27 -29
right_child=-2 -3 -4 4 5 6 7 8 15 -11 -12 -13 13 -15 -16 16 21 18 25 20 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-2051.8023894259568 14.755098464753722 -107.48720480505952 -2971.8531719370762 3103.9049470416885 393.59635463528912 20920.867583697778 110137.78742559525 -35318.390835956459 6756.9169122177955 2699.2253786143856 9510.4086525235689 12822.837713068184 733.85699671760096 -8690.1297009517966 -19873.683533812829 -3261.3895113698254 74508.864062499997 -21404.991796875001 -35307.645745584239 26121.224973958335 143892.97822265627 72834.481992187502 -1531.8476203824266 -70318.004123613922 -21115.153565848217 67540.103515625 -4431.1748448111657 33360.12217548077 -21422.352559111136 156890.26694420126
leaf_weight=5919 3393752 874231 8554 6813 8916 667 21 103 1878 4532 4847 22 2966 2237 189 286 33 24 92 30 24 30 162 62 245 44 1279 26 151 29
leaf_count=5919 3393752 874231 8554 6813 8916 667 21 103 1878 4532 4847 22 2966 2237 189 286 33 24 92 30 24 30 162 62 245 44 1279 26 151 29
internal_value=0 -54.1697 874.704 1665.14 2281.26 3460.49 5335.06 4588.24 654.384 6466.23 9957.45 60348.7 10.4529 -3317.93 2483.69 1497.43 -2426.81 -4582.87 -22.5176 47735.2 78464.2 19536.3 10087.9 -17648.7 -31051.9 -2320.55 -335.711 20616.7 -1348.77 98494.2
internal_weight=0 924412 50181 41627 35708 23503 14587 13920 4498 9422 4890 43 12205 5203 7002 4395 2517 2292 1699 78 54 225 192 593 307 1621 1529 250 195 55
internal_count=4318164 924412 50181 41627 35708 23503 14587 13920 4498 9422 4890 43 12205 5203 7002 4395 2517 2292 1699 78 54 225 192 593 307 1621 1529 250 195 55
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 1 3 1 3 1 2 6 5 1 2 3 5 2 5 1 1 1 6 1 2 3 3 1 1 5
split_gain=3.29695e+11 3.33489e+13 4.66437e+13 1.19336e+14 1.01095e+14 1.27685e+14 8.28441e+13 4.73374e+13 5.99627e+13 7.07005e+13 5.38274e+13 7.13795e+13 6.30849e+13 4.46735e+13 3.58302e+13 3.34804e+13 5.07441e+13 3.89034e+13 3.07525e+13 3.36878e+13 1.60784e+14 1.51554e+14 6.69392e+13 1.09598e+14 2.94345e+13 3.29592e+13 2.99429e+13 2.93037e+13 3.59276e+13 3.86813e+13
threshold=55.842510000000011 55.834684950000003 15.500000000000002 37.342273500000012 37.39371280000001 37.436176200000013 25.500000000000004 37.642309100000013 23.500000000000004 37.516458750000005 15.500000000000002 1.5000000000000002 35.505000000000003 37.533784800000006 4.5000000000000009 17.500000000000004 81.910000000000011 10.500000000000002 42.005000000000003 37.39371280000001 37.342273500000012 37.944765900000007 1.5000000000000002 37.214886200000009 18.500000000000004 24.500000000000004 28.500000000000004 49.148175700000003 48.712293450000011 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 -4 6 -6 15 8 9 10 11 12 -7 24 -13 17 -17 -5 -3 20 22 -21 23 -20 25 -10 -26 28 29 -9
right_child=-2 2 3 4 5 7 -8 27 13 -11 -12 14 -14 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=5.9722570324130988 40.105302602625983 -2658.6427191987941 -15180.457965413747 85259.824301589455 -134666.59561011905 -87532.919999999998 -939.27282839405291 2237.799706616906 -64114.498715367277 -23100.576151639922 13112.565785540959 276314.03789062501 80771.391142003689 80951.627896712671 126668.257220459 88601.368329386081 239563.93602430556 -1961.0023635284813 -42155.868620117195 -68523.526976084991 153697.62377273789 -10752.825786876196 -23007.877773723674 163308.55546875001 88058.873576233877 -1129.5819764343157 11805.046795221424 50184.919035847983 -44818.856975315437 -116628.64927455358
leaf_weight=2912192 1389978 4343 2435 145 63 25 196 1230 97 111 132 24 204 77 48 127 27 79 50 510 67 4143 546 54 63 579 282 96 213 28
leaf_count=2912192 1389978 4343 2435 145 63 25 196 1230 97 111 132 24 204 77 48 127 27 79 50 510 67 4143 546 54 63 579 282 96 213 28
internal_value=0 -19.0375 -4572.83 2142.7 13110.4 6319.82 51819.3 9087.71 20952.6 48101.7 66354.5 89703.2 62397.6 7501.71 176550 79175.5 115069 54498.9 -8915.49 -13975.7 6201.27 -17084.9 -9002.2 64527.6 1962.39 -10167.4 25729.7 -3345.1 -6838.56 -407.876
internal_weight=0 2.92819e+06 15994 6281 3846 3272 574 3209 1642 544 433 301 229 1098 72 378 154 224 9713 5370 717 4653 650 104 1021 676 345 1567 1471 1258
internal_count=4318164 2928186 15994 6281 3846 3272 574 3209 1642 544 433 301 229 1098 72 378 154 224 9713 5370 717 4653 650 104 1021 676 345 1567 1471 1258
is_linear=0
shrinkage=0.1


Tree=4209
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 5 3 0 5 5 5 1 6 3 3 0 1 1 0 5 3 0 3 3 0 1 0 3 3 1
split_gain=3.50817e+11 5.93381e+12 3.04207e+13 3.72634e+13 1.82615e+13 1.54565e+13 1.34431e+13 1.43444e+13 1.87507e+13 1.6332e+13 1.38023e+13 1.36667e+13 1.03502e+13 9.55287e+12 8.8448e+12 8.09804e+12 4.57141e+13 3.19021e+13 3.17914e+13 4.0157e+13 4.39328e+13 7.14777e+13 4.21603e+13 3.96712e+13 2.8315e+13 2.49575e+13 2.30244e+13 3.84145e+13 2.67104e+13 5.7047e+13
threshold=50.388877400000005 53.355366400000001 83.093115700000013 53.145783300000012 51.015000000000008 86.810000000000016 16.500000000000004 52.056565900000003 101.05000000000001 110.05000000000001 132.05000000000004 78.608766650000021 1.5000000000000002 5.5000000000000009 5.5000000000000009 54.811549550000009 53.243495500000009 56.022377500000012 54.736324100000012 76.00500000000001 19.500000000000004 54.762542150000009 16.500000000000004 21.500000000000004 54.648549400000007 55.912026600000011 54.725565150000001 2.5000000000000004 11.500000000000002 55.957851400000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 11 13 -10 12 -6 -9 -7 16 24 18 26 23 22 -22 25 -20 -3 -21 28 -28 -18 -30
right_child=1 15 -4 5 6 14 -8 9 10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=23.369380413028775 932.86621030237973 -7428.8989971388473 -35.654641948566614 -12630.555206562793 -13032.275877249582 -29402.730669202301 -16261.980720481315 -5407.2190260768994 81869.338226562511 -77474.823604910722 -1455.2502012310606 -6660.8564553311708 17433.704929435342 -23123.00032100215 -87031.346934546498 -52.161125605988929 5634.9558371422509 -31.54111343165566 10261.47901381382 -58849.974679565436 46450.123770915932 222125.70502232143 -55823.494200942099 -11843.489840383116 -49605.404646809897 31846.379367404516 -68986.676640624995 -1455.2769585682706 9964.6108548004504 -8914.1631073356039
leaf_weight=2582291 7485 4509 88371 3399 140 76 1163 1695 50 35 33 1124 548 371 41 1506283 18991 78296 5089 32 134 28 68 966 165 585 85 9339 2595 4177
leaf_count=2582291 7485 4509 88371 3399 140 76 1163 1695 50 35 33 1124 548 371 41 1506283 18991 78296 5089 32 134 28 68 966 165 585 85 9339 2595 4177
internal_value=0 -34.7644 -765.159 -4754.46 -2222.23 -13860.7 -6799.84 -4045.97 2262.69 -9736.07 48740.3 133.747 11234.2 -8588.51 -49597.4 12.0369 785.275 1162 3382.29 9587.75 29982 76813.8 18906.5 6734.91 -8917.8 27142.5 2165.07 -2064.38 3712.19 -1679.9
internal_weight=0 1.73587e+06 104531 16160 12644 3516 5159 3996 1895 2101 83 1812 688 2066 117 1.63134e+06 125059 120385 42089 6902 847 162 685 6055 4674 617 35187 9424 25763 6772
internal_count=4318164 1735873 104531 16160 12644 3516 5159 3996 1895 2101 83 1812 688 2066 117 1631342 125059 120385 42089 6902 847 162 685 6055 4674 617 35187 9424 25763 6772
is_linear=0
shrinkage=0.1


Tree=4210
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 0 5 0 5 1 5 5 1 5 5 1 1 1 5 5 1 1 5 5 2 5 0 1 1 0
split_gain=3.70577e+11 1.79677e+12 5.68805e+12 1.18196e+13 8.68685e+12 8.40116e+12 9.8765e+12 5.97345e+12 2.54137e+13 1.91692e+13 1.36846e+13 1.28133e+13 1.71832e+13 1.23991e+13 2.67578e+13 1.16185e+13 2.92204e+13 1.67179e+13 1.4723e+13 2.90589e+13 2.21942e+13 1.09415e+13 8.34182e+12 7.23517e+12 9.69936e+12 7.14408e+12 1.11563e+13 7.29482e+12 9.73753e+12 7.13304e+12
threshold=2.5000000000000004 41.900971000000006 39.666208800000007 58.049540950000008 39.714575750000009 47.222459950000008 76.730000000000018 44.226894250000008 33.585000000000008 39.726951800000002 20.010000000000002 142.05000000000004 39.925119750000007 54.990000000000002 57.995000000000012 39.925119750000007 39.899261850000009 39.826386800000009 82.00500000000001 99.555000000000021 39.726951800000002 40.810045900000013 67.990000000000023 116.06000000000002 1.5000000000000002 48.945000000000007 43.514103700000014 39.726951800000002 39.739656000000004 47.425481600000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 9 10 -6 23 -13 25 -15 16 17 18 20 -20 -16 -17 -22 -9 -25 27 -27 -10 -29 -14
right_child=-2 -3 3 -5 7 -7 -8 11 13 -11 -12 12 29 14 15 21 -18 -19 19 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=391.69179618148075 -4.8034164332234148 532.18236837519396 -12852.66768251728 -23454.486745101691 -2436.1623950195312 -958.88275784213192 -60057.861818484045 -141.79257860943341 -61894.192280910327 950.33061763084743 97687.536203215845 113265.33899456522 45873.837132812507 72942.360948057438 -95975.643310546875 -95132.096330492423 94781.551500000001 -86123.992431640625 130728.40015624999 -29602.398167067309 58392.706263950902 -10142.062276785715 -22230.596898674245 469.44493248980984 -68832.944074164494 -12858.355125000002 -98014.722519531264 35676.81873316272 -28789.655032098493 -30449.941312662762
leaf_weight=35957 4205107 63288 778 252 20 758 47 11048 46 163 43 23 25 37 32 33 25 32 20 26 21 28 33 46 36 25 40 29 122 24
leaf_count=35957 4205107 63288 778 252 20 758 47 11048 46 163 43 23 25 37 32 33 25 32 20 26 21 28 33 46 36 25 40 29 122 24
internal_value=0 178.661 -270.889 -1995.8 -1597.01 -8559.02 -15541.9 -676.838 -9167.38 19056.4 65902.2 -89.4274 41960.4 -20785.9 -6427.1 -18173.8 -5926.49 -21278.3 -5558.17 40106.6 -29983.5 -56120.3 9122.91 -361.448 -29956 -36514.9 -65262.3 -27029.7 -16408.7 8490.76
internal_weight=0 113057 49769 13812 13560 1583 825 11977 775 226 63 11202 72 549 287 250 189 164 132 46 86 61 54 11130 82 262 65 197 151 49
internal_count=4318164 113057 49769 13812 13560 1583 825 11977 775 226 63 11202 72 549 287 250 189 164 132 46 86 61 54 11130 82 262 65 197 151 49
is_linear=0
shrinkage=0.1


Tree=4211
num_leaves=31
num_cat=0
split_feature=3 1 0 1 2 2 4 6 0 1 0 3 5 2 2 0 5 5 4 2 5 5 0 5 5 5 1 2 2 5
split_gain=3.23721e+11 2.50939e+12 5.33631e+12 4.70991e+12 3.94732e+12 3.13945e+12 4.48465e+12 3.10254e+12 2.40007e+12 5.67755e+12 4.89247e+12 2.13737e+13 4.1704e+13 1.84793e+13 1.41831e+13 9.65059e+12 1.52994e+13 1.94935e+13 1.39832e+13 1.30168e+13 9.52292e+12 4.43324e+13 2.96134e+13 2.36916e+13 2.76641e+13 1.43953e+13 1.29958e+13 1.04727e+13 9.92505e+12 9.27955e+12
threshold=27.500000000000004 82.91993380000001 55.039751500000008 82.945329900000004 5.5000000000000009 18.500000000000004 1.5000000000000002 1.5000000000000002 55.885524800000006 37.214886200000009 55.860536450000005 30.500000000000004 51.405000000000008 2.5000000000000004 5.5000000000000009 55.851332700000007 55.990000000000002 112.04500000000002 2.5000000000000004 19.500000000000004 63.145000000000003 62.995000000000012 55.87722990000001 79.730000000000018 86.02500000000002 57.005000000000003 37.542000650000013 16.500000000000004 23.500000000000004 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 -3 6 -6 -7 9 -2 15 12 -12 -13 -15 -11 -17 18 19 -18 21 25 -22 29 -25 26 -16 -27 -26 -24
right_child=1 2 3 -5 5 7 -8 -9 -10 10 11 13 -14 14 20 16 17 -19 -20 -21 22 -23 23 24 28 27 -28 -29 -30 -31
leaf_value=2.5898122870419051 38902.22511564556 24147.413111436632 -66860.602922453705 -12235.853397409541 -1252.7059526909725 -23635.540224609376 -48249.027892736485 25249.948711993246 -1486.6196752071824 39.163316971331895 -17669.313042249178 -59509.642238451088 129531.42107371795 33214.176893171483 20607.390027208276 7763.632150735295 -171392.67562500003 32153.257599431818 -25260.23887023926 -59924.539133522732 87160.254070173003 89307.510258709022 -30727.390512772006 90327.14345982144 -38921.177068988349 -66942.669527343751 -4217.3009120460802 -1548.9960286458336 27705.92521701389 -87429.425528492662
leaf_weight=4279873 38 45 27 38 45 20 37 37 10786 25328 38 46 39 158 346 85 20 22 32 22 28 61 191 35 59 50 540 48 36 34
leaf_count=4279873 38 45 27 38 45 20 37 37 10786 25328 38 46 39 158 346 85 20 22 32 22 28 61 191 35 59 50 540 48 36 34
internal_value=0 -289.47 -10295.6 -34926.1 -1594.65 -9928.41 -22458.4 8097.15 -223.975 275.69 221.763 5401.55 56886.9 2972.4 4784.61 -125.262 -23133.9 -50491.1 -75061.1 -113005 1639.04 6582.86 -11850 -19659.2 14327 1454.6 5477.22 -34913.1 -13673 -39295.7
internal_weight=0 38291 249 65 184 139 82 57 38042 27256 27218 1709 77 1632 1586 25509 181 96 74 42 1428 1045 383 355 130 984 886 98 95 225
internal_count=4318164 38291 249 65 184 139 82 57 38042 27256 27218 1709 77 1632 1586 25509 181 96 74 42 1428 1045 383 355 130 984 886 98 95 225
is_linear=0
shrinkage=0.1


Tree=4212
num_leaves=31
num_cat=0
split_feature=1 5 5 2 3 2 2 0 3 3 1 0 4 0 0 5 0 6 2 2 0 4 0 1 3 1 2 2 1 0
split_gain=3.17643e+11 3.51991e+12 3.39349e+13 1.43105e+13 2.27942e+13 1.52307e+13 1.73078e+13 1.4667e+13 1.57218e+13 1.24109e+13 1.69937e+13 1.21072e+13 9.9155e+12 1.96455e+13 1.98362e+13 9.05009e+12 2.56539e+13 1.25249e+13 1.12742e+13 2.9582e+13 4.33192e+13 3.45276e+13 2.82401e+13 3.95978e+13 2.09321e+13 1.89365e+13 1.76417e+13 2.01394e+13 1.80088e+13 2.45472e+13
threshold=30.305955500000003 72.705000000000013 73.010000000000005 5.5000000000000009 8.5000000000000018 16.500000000000004 11.500000000000002 59.982527000000012 12.500000000000002 14.500000000000002 20.507360500000004 59.846652800000008 2.5000000000000004 59.950068600000009 56.663136550000011 69.610000000000014 54.708501450000007 1.5000000000000002 12.500000000000002 14.500000000000002 59.755965500000009 2.5000000000000004 60.017447350000005 30.243224600000001 15.500000000000002 30.226173900000003 4.5000000000000009 8.5000000000000018 30.243224600000001 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 9 -5 6 7 11 -9 10 -3 -6 13 14 -12 -1 17 -17 24 20 -20 22 23 -22 -18 -23 -26 28 29 -28
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 12 -13 -14 -15 -16 16 18 -19 19 -21 21 25 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-89.144161981942347 5.5411807222483631 -69894.303011924349 -605.17751458068904 -143635.77730654762 -8790.0819335937504 37268.300691105767 -108729.38870634192 -53176.099728260866 54525.993625710231 -55822.032256355931 61721.049739583337 -88199.511979166666 -10780.484948939136 72376.201616310587 -61891.310294117655 45237.965974554616 3568.402798702552 -726.16389576981715 -1020.2450352822582 -3928.8987258322518 81820.387575604836 83087.268070652179 25870.926096413354 247468.65909898549 -34726.904555568406 -40390.702662037045 15760.139481715152 -23461.633462883445 47258.624706109964 -66930.556636469424
leaf_weight=133186 4145141 38 32748 21 32 26 34 23 33 59 21 48 234 49 34 214 4705 82 124 337 31 23 22 27 268 27 152 272 106 47
leaf_count=133186 4145141 38 32748 21 32 26 34 23 33 59 21 48 234 49 34 214 4705 82 124 337 31 23 22 27 268 27 152 272 106 47
internal_value=0 -132.751 -1054.94 -23645 -44620.9 -34012.1 -44913.8 -28959.9 10291.2 -13181.3 -6490.28 -56435.7 637.982 26329.5 -14693.9 87.8506 3749.99 32504.7 2364 15494.3 41264.5 81597.7 122341 158933 965.798 16409.2 -13525.6 -3678.24 13964.7 -3769.82
internal_weight=0 173023 33400 652 217 196 170 136 56 435 376 80 338 104 55 139623 6437 296 6141 591 254 130 80 58 5550 50 845 577 305 199
internal_count=4318164 173023 33400 652 217 196 170 136 56 435 376 80 338 104 55 139623 6437 296 6141 591 254 130 80 58 5550 50 845 577 305 199
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=31
num_cat=0
split_feature=0 4 5 5 1 1 5 6 3 3 5 3 0 0 3 5 2 3 5 2 3 4 5 1 3 2 1 5 1 2
split_gain=3.1621e+11 6.41777e+12 1.15784e+13 3.0529e+13 3.74284e+13 2.44334e+13 2.78186e+13 2.30247e+13 1.85679e+13 6.48713e+13 4.55775e+13 3.10564e+13 4.13379e+13 2.6954e+13 2.77936e+13 1.83245e+13 2.4002e+13 2.14483e+13 1.62219e+13 2.3549e+13 1.51097e+13 1.46424e+13 2.2615e+13 3.55591e+13 2.67917e+13 2.4037e+13 2.71029e+13 4.70025e+13 2.18124e+13 1.94007e+13
threshold=43.642715500000008 2.5000000000000004 54.710000000000008 52.710000000000008 39.739656000000004 39.704585000000002 89.00500000000001 1.5000000000000002 8.5000000000000018 9.5000000000000018 53.385000000000012 4.5000000000000009 43.592450450000008 43.592450450000008 19.500000000000004 69.610000000000014 9.5000000000000018 10.500000000000002 80.00500000000001 4.5000000000000009 13.500000000000002 1.5000000000000002 37.75500000000001 39.969502550000009 5.5000000000000009 13.500000000000002 39.739656000000004 45.985000000000007 39.704585000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 8 6 7 -4 11 10 -10 12 -5 -11 20 16 17 -9 19 -17 -15 22 28 24 -24 29 -27 -28 -1 -26
right_child=-2 -3 5 4 -6 -7 -8 15 9 13 -12 -13 -14 14 -16 18 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=16169.535473110269 4.1218655745754864 1222.0379321146893 46597.855380544359 169442.42349137933 4184.8013196717839 -2098.8069058095202 75835.683268229172 -20083.566955936316 241231.27106843173 -8327.2977913259347 59137.325223214284 5300.3388708043985 3342.2908266129034 67378.353104967959 146487.71971982761 -53880.448199728264 44534.029774305556 -87934.952191840275 -22826.927669270837 -198596.56058238636 -32211.60072460938 2039.8108894839961 -22764.29363827614 -581.97919347248387 -5785.521299482848 -69058.079701307957 79848.331476151317 -106568.5611235119 -292.26839968256331 50710.740322580648
leaf_weight=841 4220249 24546 31 29 2391 22461 24 132 27 107 28 324 31 39 29 23 36 72 24 22 25 16013 1509 7056 3095 122 38 21 18757 62
leaf_count=841 4220249 24546 31 29 2391 22461 24 132 27 107 28 324 31 39 29 23 36 72 24 22 25 16013 1509 7056 3095 122 38 21 18757 62
internal_value=0 -177.657 -645.933 198.255 9930.46 -2515.31 -28216.4 -35561.2 31429.5 52347.8 148529 17538.4 83624 25897.9 65275.4 -43803.7 -30746.3 -44031.1 -89220.6 -124631 28476 -422.374 -1673.98 -5112.05 -11706.7 -6707.88 -42148 13496.6 414.149 -4676
internal_weight=0 97915 73369 50544 3030 22825 364 340 639 255 55 384 60 200 93 309 240 204 69 45 64 47514 31501 11903 4847 3338 181 59 19598 3157
internal_count=4318164 97915 73369 50544 3030 22825 364 340 639 255 55 384 60 200 93 309 240 204 69 45 64 47514 31501 11903 4847 3338 181 59 19598 3157
is_linear=0
shrinkage=0.1


Tree=4214
num_leaves=31
num_cat=0
split_feature=5 5 1 1 2 2 6 3 0 1 1 1 0 1 2 1 6 0 1 1 1 2 0 0 2 3 3 0 3 0
split_gain=3.29176e+11 3.94504e+12 5.047e+12 8.43666e+12 7.21266e+12 5.04893e+12 5.42175e+12 4.61633e+12 8.50923e+12 9.75933e+12 8.5112e+12 8.73883e+12 5.66226e+12 5.62613e+12 6.15324e+12 5.12044e+12 5.11882e+12 4.96059e+12 4.63254e+12 2.68628e+13 2.22762e+13 1.41478e+13 1.02734e+13 2.8878e+13 1.76492e+13 1.54286e+13 1.01236e+13 8.50389e+12 8.14175e+12 7.9693e+12
threshold=36.515000000000008 36.305000000000007 30.243224600000001 30.278357500000002 15.500000000000002 9.5000000000000018 1.5000000000000002 24.500000000000004 55.745923000000012 37.39371280000001 37.597123000000003 37.712318250000003 59.939091550000008 30.305955500000003 20.500000000000004 37.737121850000008 1.5000000000000002 60.017447350000005 37.475443250000005 37.533784800000006 37.275078000000001 14.500000000000002 55.801980100000009 55.745923000000012 7.5000000000000009 12.500000000000002 18.500000000000004 59.896318000000008 4.5000000000000009 60.017447350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 13 9 -9 -11 -12 15 -5 18 -10 -16 -14 20 21 27 22 23 25 -24 -20 -25 28 -15 -29
right_child=-2 2 3 7 -6 6 -8 8 12 10 11 -13 17 14 16 -17 -18 -19 19 -21 -22 -23 24 26 -26 -27 -28 29 -30 -31
leaf_value=-30.408587947805799 14.409763564622651 -5805.1334876816509 11710.942577212325 -34015.749088062956 68719.971540178565 -42657.432262021022 -3849.6881169394846 -59483.645459905667 17197.988434629089 16903.798742508563 -61282.025615658975 -13336.451830051372 -18738.250109172321 31100.571709735577 36059.153382912664 -8042.6871376037598 -17623.572622282609 13418.950961599043 24201.456022135419 -650.37885319734937 23634.199109584268 47320.483067255438 50370.243474264709 -164547.68343750003 -66228.675446428577 -39424.501709248318 -73853.367663574216 11811.719603707061 -16424.944351119353 -12245.532407030269
leaf_weight=913581 3393752 772 107 51 28 84 63 53 216 73 46 219 212 39 78 128 23 62 48 6672 420 23 34 20 21 185 32 447 476 199
leaf_count=913581 3393752 772 107 51 28 84 63 53 216 73 46 219 212 39 78 128 23 62 48 6672 420 23 34 20 21 185 32 447 476 199
internal_value=0 -52.9019 -1950.19 -1292.89 23535 -9039.52 -26025.5 -1635.71 -8041.17 -19586.5 -13330.4 -21659.1 -736.622 -898.59 -704.833 7806.11 23834.4 -11461.8 -992.491 -2091.73 3898.79 -28583.9 -33718.6 -41354.8 5850.66 -26317 -108736 -3240.63 -12825.9 4400.89
internal_weight=0 924412 10831 9912 135 919 147 9777 1009 391 338 265 618 8768 8717 344 101 274 8616 7035 1581 363 340 285 55 233 52 1161 515 646
internal_count=4318164 924412 10831 9912 135 919 147 9777 1009 391 338 265 618 8768 8717 344 101 274 8616 7035 1581 363 340 285 55 233 52 1161 515 646
is_linear=0
shrinkage=0.1


Tree=4215
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 0 5 1 0 0 5 3 3 3 4 0 0 1 0 0 4 5 3 0 1 1 5 0 3 1
split_gain=3.16571e+11 5.30182e+12 2.04276e+13 3.37039e+13 3.91429e+13 4.8796e+13 5.34936e+13 3.51852e+13 3.35863e+13 1.05347e+14 5.06601e+13 3.00301e+13 6.48831e+13 5.66329e+13 3.44503e+13 3.55817e+13 2.96074e+13 3.90853e+13 1.15632e+14 3.76451e+13 4.31807e+13 3.37581e+13 2.84088e+13 2.81917e+13 2.81533e+13 2.74388e+13 4.7678e+13 5.68677e+13 5.96174e+13 4.58482e+13
threshold=50.388877400000005 48.712293450000011 55.826364100000013 1.5000000000000002 16.500000000000004 55.820531900000013 58.995000000000012 49.148175700000003 55.762622900000004 55.734663800000007 72.705000000000013 18.500000000000004 19.500000000000004 24.500000000000004 1.5000000000000002 55.812836050000008 55.86787755000001 49.073956850000009 55.860536450000005 55.842510000000011 1.5000000000000002 120.05000000000001 9.5000000000000018 55.769960200000007 49.148175700000003 49.111504200000006 87.395000000000024 55.795550600000006 4.5000000000000009 49.073956850000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 25 7 -7 11 9 -9 -11 14 -13 -14 -6 -16 17 18 21 -19 -21 -4 -20 -10 -8 26 -5 28 -28 -29
right_child=-2 2 16 4 5 6 24 8 23 10 -12 12 13 -15 15 -17 -18 19 22 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-18.486211038758992 -33.024014846259554 -2165.3399083935178 17658.522922158558 -2964.3842431022917 9107.1535598054943 7663.2538238786219 -71499.805297267492 2154.1843366525172 -18344.049418026505 22749.149428211087 68624.774276320459 -12335.576069832547 37076.994268380025 -11982.345135154725 25233.661351746865 75193.841181263502 -1455.7689810425065 -1971.63796988543 5292.2024147603952 -1255.0090574620135 16369.659584963916 -83768.036079545462 -24243.273088317306 1560.1690208490454 47428.702130681821 874.62099188152138 64140.19196325232 -52642.088044819087 -95152.942161113257 23746.140373484293
leaf_weight=2389630 1735873 47805 5859 10186 436 234 209 5639 930 1171 303 821 889 320 339 246 11032 9287 490 2537 3075 33 971 3030 22 86264 27 133 181 192
leaf_count=2389630 1735873 47805 5859 10186 436 234 209 5639 930 1171 303 821 889 320 339 246 11032 9287 490 2537 3075 33 971 3030 22 86264 27 133 181 192
internal_value=0 22.1995 526.836 56.2735 1008.16 5837.46 -26036.2 6886.83 4266.9 8376.21 32179.5 16395.3 9359.4 24091.9 30384.5 46242.6 2780.07 4880.1 10845.9 1935.84 8402.13 17090.5 -14337.5 -3114.31 -60173.3 281.699 -4489.99 -33645.5 -74475.5 -7514.27
internal_weight=0 2.58229e+06 192661 159377 111572 14589 465 14124 11073 7113 1474 3051 2030 1209 1021 585 33284 22252 7353 14899 5612 5892 1461 3960 231 96983 10719 533 208 325
internal_count=4318164 2582291 192661 159377 111572 14589 465 14124 11073 7113 1474 3051 2030 1209 1021 585 33284 22252 7353 14899 5612 5892 1461 3960 231 96983 10719 533 208 325
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=31
num_cat=0
split_feature=5 5 0 0 0 1 3 3 0 0 2 2 1 0 1 3 4 6 3 3 3 6 3 0 1 1 3 0 0 0
split_gain=3.17965e+11 3.77577e+12 5.30585e+12 2.37202e+13 1.1883e+13 1.77311e+13 1.75718e+13 1.5075e+13 9.18319e+12 1.24645e+13 1.26899e+13 2.8829e+13 1.24159e+13 1.11766e+13 8.57434e+12 1.02182e+13 1.59585e+13 8.51541e+12 7.71091e+12 1.35109e+13 1.12349e+13 1.51214e+13 1.48512e+13 2.35779e+13 1.46745e+13 2.27321e+13 1.76151e+13 1.73389e+13 1.73171e+13 2.88319e+13
threshold=41.505000000000003 40.905000000000008 55.012873400000011 54.99493995000001 55.07108800000001 82.911991800000024 23.500000000000004 5.5000000000000009 55.017766000000002 55.017213950000006 5.5000000000000009 4.5000000000000009 83.006817700000013 55.014086100000007 30.346469350000003 21.500000000000004 1.5000000000000002 1.5000000000000002 12.500000000000002 8.5000000000000018 23.500000000000004 1.5000000000000002 21.500000000000004 55.601678500000013 37.869926150000005 37.726745000000001 25.500000000000004 55.551692500000009 55.820531900000013 55.535913550000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 9 10 11 -7 -12 17 15 -6 -17 -13 19 -16 21 22 -20 -24 25 26 28 -28 29 -22
right_child=-2 2 4 -5 14 8 -8 -9 -10 -11 12 13 -14 -15 18 16 -18 -19 20 -21 24 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.6920796378059153 -19.871378665717955 1030.9507089586427 5022.1216915912519 14813.588424920294 -928.87374877005664 -1003.1764621411745 41874.11463833513 -19330.783087628482 976.40751480408062 -8542.6236249784852 -7367.8495947949041 40375.366767241387 40718.32717329546 -11829.170538651317 2444.0620378770705 -10979.171174932941 -78388.739727618246 13709.716196576288 6567.4271854050066 -2748.9489281562746 31120.374495027507 1584.9418677184387 -35995.222341229841 28821.133006369102 7053.2552326872965 -17962.515883906992 -56612.828057861334 19042.127150485216 4563.8089803445318 -28277.017586064532
leaf_weight=1400346 2810827 45401 322 1284 2477 2552 58 1207 9689 3132 2264 290 55 76 10998 691 37 204 4581 9202 98 7544 62 592 1371 973 32 568 739 492
leaf_count=1400346 2810827 45401 322 1284 2477 2552 58 1207 9689 3132 2264 290 55 76 10998 691 37 204 4581 9202 98 7544 62 592 1371 973 32 568 739 492
internal_value=0 37.0554 609.642 1410.02 -9.95916 -2014.02 -12152.8 -14202.2 -1132.95 -3516.89 -623.927 3538.28 -6227.38 23871.3 973.273 -3989.96 -14405.2 29363.6 1400.29 78.4142 2966.19 4450.47 8579.9 22676.5 -1472.74 -5500.71 785.11 15007.2 -5635.7 -18411
internal_weight=0 1.50734e+06 106991 46685 60306 19849 1587 1529 18262 8573 5441 3122 2319 570 40457 3205 728 494 37252 20200 17052 12779 5235 654 4273 2902 1929 600 1329 590
internal_count=4318164 1507337 106991 46685 60306 19849 1587 1529 18262 8573 5441 3122 2319 570 40457 3205 728 494 37252 20200 17052 12779 5235 654 4273 2902 1929 600 1329 590
is_linear=0
shrinkage=0.1


Tree=4217
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 6 0 5 5 5 5 3 4 1 5 5 2 4 5 3 3 0 1 0 0 1 6 3 1
split_gain=3.2395e+11 8.81017e+12 4.88635e+13 6.23807e+13 3.47864e+13 6.02243e+13 4.17264e+13 7.52351e+13 1.12419e+14 5.63315e+13 6.67442e+13 5.00864e+13 3.49644e+13 3.54003e+13 3.37408e+13 3.02604e+13 3.00539e+13 2.68341e+13 2.39922e+13 2.57063e+13 2.4697e+13 2.34635e+13 6.01215e+13 2.27297e+14 2.75009e+13 1.3779e+14 6.99867e+13 4.14261e+13 4.20948e+13 5.69988e+13
threshold=37.275078000000001 37.098288800000006 55.299834250000011 54.970187400000007 55.628356700000005 55.664473600000008 1.5000000000000002 55.551692500000009 69.610000000000014 74.610000000000014 90.015000000000015 85.020000000000024 12.500000000000002 1.5000000000000002 37.214886200000009 41.005000000000003 32.615000000000009 4.5000000000000009 2.5000000000000004 60.005000000000003 9.5000000000000018 8.5000000000000018 55.674875350000008 37.214886200000009 55.993277250000013 56.009576300000013 37.214886200000009 1.5000000000000002 24.500000000000004 37.214886200000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 -4 -10 -11 12 13 -8 15 -14 -7 -17 19 20 -9 22 23 -18 27 -26 -27 -23 -29 -30
right_child=-2 2 4 -5 5 16 11 18 9 10 -12 -13 14 -15 -16 17 21 -19 -20 -21 -22 24 -24 -25 25 26 -28 28 29 -31
leaf_value=-28.204486568233921 -10.666337806487716 -7000.3687984807393 -89054.478341564129 -62800.310722817667 -8893.5507874805644 -5698.5081336093099 -2655.9487124700618 10745.79859967913 101944.93228044182 -64675.496102729885 98852.890312500007 -6174.6162102021372 -83881.954296875003 37485.419188056563 93327.151430906481 82562.686167381093 365852.68558407738 23053.00056470788 145081.95091796876 -64334.980937499997 95161.795762711874 10591.657305064109 -3225.5743038706023 12370.505182961857 51834.445096889191 6683.1612952035084 -62764.954731942365 2820.3192059269368 -57862.805894226956 -4288.146687204825
leaf_weight=535096 3749534 1164 193 242 4696 3140 411 84 58 87 35 498 20 472 141 113 21 230 20 25 59 7079 4843 136 740 1107 167 6769 276 708
leaf_count=535096 3749534 1164 193 242 4696 3140 411 84 58 87 35 498 20 472 141 113 21 230 20 25 59 7079 4843 136 740 1107 167 6769 276 708
internal_value=0 70.3336 1642.69 -16604.6 2441.24 1496.64 13903.8 -10037.7 -36036.5 20810.5 -17761.6 21029.1 30796.5 18801.3 51812 35686.3 3449.43 42658.2 41545 29219.2 45574.8 4764.29 -1251.23 59651.6 6549.74 17514.4 -2420.32 5060.88 10.9117 -19315.2
internal_weight=0 568630 33534 1406 32128 29682 2446 561 373 180 122 1885 1387 883 504 363 24986 343 188 168 143 21846 5000 157 16846 2014 1274 14832 7753 984
internal_count=4318164 568630 33534 1406 32128 29682 2446 561 373 180 122 1885 1387 883 504 363 24986 343 188 168 143 21846 5000 157 16846 2014 1274 14832 7753 984
is_linear=0
shrinkage=0.1


Tree=4218
num_leaves=31
num_cat=0
split_feature=1 4 1 3 0 0 3 0 0 3 0 6 5 5 3 3 4 0 5 0 0 6 1 5 5 3 5 0 3 5
split_gain=3.33129e+11 4.36041e+12 3.67471e+12 3.19352e+13 3.29374e+13 4.51808e+13 7.89063e+13 3.95448e+13 7.71117e+13 7.16715e+13 5.49942e+13 3.82835e+13 3.61925e+13 3.35776e+13 3.09391e+13 3.01456e+13 5.31154e+13 4.40809e+13 5.9215e+13 4.16131e+13 5.155e+13 7.18597e+13 7.048e+13 5.37713e+13 5.05886e+13 4.99796e+13 5.90464e+13 7.54179e+13 5.42441e+13 4.22535e+13
threshold=30.332994000000003 7.5000000000000009 30.315880100000005 12.500000000000002 59.755965500000009 59.820733200000006 6.5000000000000009 59.846652800000008 59.863160500000006 11.500000000000002 59.853570100000006 1.5000000000000002 67.00500000000001 47.005000000000003 5.5000000000000009 9.5000000000000018 2.5000000000000004 60.042666650000008 87.00500000000001 60.003414000000006 59.982527000000012 1.5000000000000002 30.323743050000001 37.75500000000001 65.50500000000001 11.500000000000002 43.605000000000011 59.990816400000007 10.500000000000002 40.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 11 12 9 10 -9 -6 -7 14 -12 -10 19 18 -18 20 21 29 23 -22 -23 28 -27 -28 -24 -17
right_child=-2 -3 3 -5 5 7 -8 8 15 -11 13 -13 -14 -15 -16 16 17 -19 -20 -21 22 24 25 -25 -26 26 27 -29 -30 -31
leaf_value=-43.324371145713421 -6.6751067075486752 -35178.145761718755 -89958.537966506556 -1788.9495784018659 183.39656217060394 -9238.9818204479943 88072.308535784454 11071.553151058457 -678.2607028612606 -124817.00650111608 -46090.173312500003 70332.125655995245 -68351.421576605906 74476.974235839836 70332.603757440476 12363.964065781251 65981.703268372192 -26589.571555548202 12037.39605623571 -28438.327961608378 41312.897604878744 17879.000691803791 54867.111655113345 -41577.265298394101 107618.66885495243 29210.478913985149 234168.47770833332 62910.777799479169 -7300.4489180773962 -19417.726067830565
leaf_weight=201008 4082379 35 37 18387 504 582 171 412 9324 28 50 92 126 375 42 625 404 118 410 361 120 226 305 225 87 101 45 60 260 1265
leaf_count=201008 4082379 35 37 18387 504 582 171 412 9324 28 50 92 126 375 42 625 404 118 410 361 120 226 305 225 87 101 45 60 260 1265
internal_value=0 115.573 120.813 1070.47 4285.14 4498.83 28192.1 3330.24 4431.58 32684.6 37701.7 11011.7 -19759 61195.6 7059.36 2592.79 9205.8 30530.4 38810.7 3805.11 7312.15 -1558.09 24822.1 -12745.9 42822.6 41632.7 83798.5 136307 26259 -8907.91
internal_weight=0 235785 235750 34742 16355 16318 767 15551 14843 907 879 596 708 467 92 13936 4612 932 814 3680 3319 2203 1116 345 313 771 206 105 565 1890
internal_count=4318164 235785 235750 34742 16355 16318 767 15551 14843 907 879 596 708 467 92 13936 4612 932 814 3680 3319 2203 1116 345 313 771 206 105 565 1890
is_linear=0
shrinkage=0.1


Tree=4219
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 3 1 3 5 5 2 4 1 3 5 1 2 1 5 5 5 1 1 1 4 3 1 5 3 5
split_gain=3.08235e+11 1.68871e+13 2.64341e+13 2.44589e+13 2.96086e+13 2.87842e+13 4.45959e+13 2.14384e+13 1.9235e+13 3.27757e+13 2.4794e+13 2.76781e+13 2.36016e+13 3.84642e+13 3.82135e+13 3.88141e+13 3.81242e+13 4.14303e+13 6.25094e+13 3.76205e+13 2.42328e+13 2.67364e+13 2.32567e+13 1.91554e+13 2.18218e+13 1.79702e+13 1.70202e+13 1.96419e+13 1.61676e+13 3.83715e+13
threshold=55.535913550000011 55.518428350000008 1.5000000000000002 16.500000000000004 37.436176200000013 5.5000000000000009 37.362912300000012 24.500000000000004 52.990000000000002 80.00500000000001 2.5000000000000004 3.5000000000000004 37.777459000000007 16.500000000000004 70.00500000000001 37.342273500000012 9.5000000000000018 37.516458750000005 74.010000000000005 73.010000000000005 56.505000000000003 37.503486000000002 37.362912300000012 37.620907050000007 1.5000000000000002 6.5000000000000009 37.692869000000009 39.995000000000012 24.500000000000004 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 8 23 12 -11 25 13 14 15 -10 17 19 -19 -16 -15 -22 -17 24 -4 -12 27 -25 -6 -30
right_child=-2 2 7 4 28 6 -8 -9 9 10 11 -13 -14 20 16 22 -18 18 -20 -21 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=2.0650795132248261 -29.21453218505571 49434.088093209779 3821.354685770355 30445.593518301725 -6787.570576038228 -54298.433189286014 -4443.8631045525344 -7755.9078108007179 -14480.475398995535 -52208.974906099764 55271.87759486607 65835.424231577723 -7995.4978571067295 52238.467151359502 28276.852858664774 134341.37779687502 -26555.424782986112 150869.91558035716 -9359.5774975585937 151111.82000421264 -53311.398021429362 10574.067653759594 35332.141042611729 16776.111225305725 -22194.387255985548 -22428.704966237437 5148.9731172031579 59287.223547279093 5609.0778653571379 125428.74252025464
leaf_weight=2335229 1966665 94 1932 415 1297 187 4430 791 175 104 35 59 251 127 33 25 36 35 80 102 71 847 465 434 387 199 842 145 2645 27
leaf_count=2335229 1966665 94 1932 415 1297 187 4430 791 175 104 35 59 251 127 33 25 36 35 80 102 71 847 465 434 387 199 842 145 2645 27
internal_value=0 24.4334 3234.96 -345.166 5030.57 -5347.76 -6463.1 7773.11 9697.21 16225.6 -10262.6 4626.26 20905.5 24539.8 39091.6 25945.7 69658.1 83512.9 39405.9 121085 11297 5633.03 40383.6 5081.96 -520.212 -10806.8 14224.4 27422.2 2373.17 6819.83
internal_weight=0 2.3515e+06 16270 9095 4384 4711 4617 7175 6384 2644 397 293 2247 1996 951 665 286 250 115 135 1045 918 490 3740 2319 234 1421 579 3969 2672
internal_count=4318164 2351499 16270 9095 4384 4711 4617 7175 6384 2644 397 293 2247 1996 951 665 286 250 115 135 1045 918 490 3740 2319 234 1421 579 3969 2672
is_linear=0
shrinkage=0.1


Tree=4220
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 3 6 5 1 5 5 3 5 3 5 2 3 2 4 1 5 3 5 5 4 5 5 1 5
split_gain=3.27354e+11 2.66411e+12 2.46853e+13 3.72262e+13 3.12968e+13 2.99285e+13 4.70695e+13 4.59077e+13 2.6144e+13 4.96787e+13 1.87673e+13 1.80379e+13 1.454e+13 1.47226e+13 1.85739e+13 2.38021e+13 2.05875e+13 1.88265e+13 1.78944e+13 1.73571e+13 2.1382e+13 1.85119e+13 1.82554e+13 2.20988e+13 1.59457e+13 1.58561e+13 2.77372e+13 1.50756e+13 3.57109e+13 2.91796e+13
threshold=56.635684300000008 57.106514900000001 65.565203050000022 61.284352600000013 91.050000000000011 65.659480050000013 4.5000000000000009 1.5000000000000002 92.035000000000011 65.58467570000002 41.995000000000012 43.605000000000011 18.500000000000004 83.010000000000005 10.500000000000002 99.555000000000021 6.5000000000000009 12.500000000000002 2.5000000000000004 1.5000000000000002 65.58467570000002 80.00500000000001 15.500000000000002 57.995000000000012 55.005000000000003 2.5000000000000004 69.015000000000015 70.50500000000001 65.610478850000007 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 -4 8 -8 -10 -9 -5 13 19 18 -16 17 -17 -15 -12 21 -21 25 24 -24 26 -22 -27 -29 -30
right_child=1 -3 5 4 -6 -7 7 10 9 -11 12 -13 -14 14 15 16 -18 -19 -20 20 22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=-14.638991230519833 279.35472240625199 -46.706365977899907 160168.96308593752 -1125.72620445487 -63471.492226957082 -2631.1208725300662 20636.845464461589 12988.862111115999 27108.764643762464 212112.62559523812 -1305.3973187741872 -12200.58795901711 -12967.854332898116 10951.409811994155 -4088.6916461670953 23993.284531249999 -9896.6764776932578 131255.12460937499 -30442.07591529483 -8839.9244009512458 9488.3521155676553 67734.238257575766 21522.449284957627 17802.545894474868 88267.808960765804 8388.5959434693359 -26103.920513203542 83851.819853251684 49904.139198681194 -24325.210347295968
leaf_weight=3366502 222901 706756 20 2883 99 4647 1301 1979 47 21 2474 3002 592 139 474 30 38 36 420 729 1479 33 59 459 91 373 257 111 109 103
leaf_count=3366502 222901 706756 20 2883 99 4647 1301 1979 47 21 2474 3002 592 139 474 30 38 36 420 729 1479 33 59 459 91 373 257 111 109 103
internal_value=0 51.7854 336.015 70.3984 -7713.12 4130.77 6893.43 6623.44 23796.2 84242.3 4268.95 -6775.13 2113.48 3317.71 -7152.64 5416.73 48739.5 82499.7 -20149.2 5214.28 9455.59 -5523.72 13209 28692.2 62014.6 9331.87 4219.22 22084.1 37899.7 13839.9
internal_weight=0 951662 244906 228885 5984 16021 11374 11354 1369 68 9985 5885 8006 7414 1137 578 104 66 559 6277 3803 762 3041 609 150 2432 1736 696 323 212
internal_count=4318164 951662 244906 228885 5984 16021 11374 11354 1369 68 9985 5885 8006 7414 1137 578 104 66 559 6277 3803 762 3041 609 150 2432 1736 696 323 212
is_linear=0
shrinkage=0.1


Tree=4221
num_leaves=31
num_cat=0
split_feature=3 6 1 5 5 5 4 0 0 5 1 0 0 1 5 5 0 1 5 5 1 2 1 0 0 0 5 5 0 5
split_gain=3.16906e+11 1.52009e+12 1.78849e+12 4.67967e+12 8.49614e+12 8.4225e+12 6.54509e+12 6.42725e+12 5.10742e+12 4.77113e+12 8.37367e+12 1.71783e+13 4.5781e+12 8.59966e+12 7.39199e+12 1.55443e+13 6.03419e+12 1.2545e+13 6.21045e+12 5.60541e+12 5.16887e+12 4.71174e+12 4.54707e+12 1.13859e+13 6.16734e+13 7.50217e+13 3.41575e+13 3.27258e+13 2.89648e+13 1.74721e+13
threshold=2.5000000000000004 1.5000000000000002 37.487839250000007 99.555000000000021 100.05000000000001 107.05000000000001 5.5000000000000009 60.063729500000008 54.725565150000001 60.005000000000003 37.417247200000006 55.299834250000011 55.645049100000001 37.214886200000009 43.810000000000009 47.415000000000006 55.601678500000013 37.098288800000006 47.815000000000005 13.050000000000002 37.362912300000012 1.5000000000000002 37.642309100000013 55.851332700000007 55.68356880000001 55.751981950000008 42.205000000000005 60.905000000000008 55.601678500000013 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 7 8 -7 12 -11 -12 16 19 -15 -16 18 -18 20 -14 -3 -17 23 24 28 -26 -27 -28 -4 -25
right_child=-2 2 22 4 5 6 -8 -9 -10 10 11 -13 13 14 15 21 17 -19 -20 -21 -22 -23 -24 29 25 26 27 -29 -30 -31
leaf_value=3144.507836899591 -4.4419733888794948 3298.9359854117847 -7963.6392789543361 -49879.189945652179 40276.706699732735 -28077.106459960938 43741.641815476192 -53500.446809895839 3596.9103632463725 5106.4320716051407 9921.9251988002234 115977.09719122025 52606.543421020513 -6347.3443231997289 -109999.03356250002 5715.9395375844597 9343.8925842285153 88872.293406250014 -4301.5348150241707 -456.20265686734547 15829.775709562482 -54527.87322265625 64.852871401498774 578.04180186045426 -251742.94857954548 63165.161221590912 -176762.52982954547 -9533.1265000000003 87271.487033260579 76862.191074810617
leaf_weight=1687 4205107 1472 526 46 38 80 21 36 140 1646 56 21 20 138 25 37 96 25 823 4328 424 20 100861 333 22 22 22 25 34 33
leaf_count=1687 4205107 1472 526 46 38 80 21 36 140 1646 56 21 20 138 25 37 96 25 823 4328 424 20 100861 333 22 22 22 25 34 33
internal_value=0 165.217 120.088 1432.95 -9733.99 -3871.52 -9927.95 -14330.5 -7920.91 1874.45 6614.24 38846.1 772.034 -1188.11 -20477.2 -44256.6 3924.83 25775.4 2952.44 -212.124 6101.19 -15422.2 -2.23201 -6655.38 -14589 -90943 -39673.5 -87810.7 -2181.51 7456.12
internal_weight=0 113057 111370 9492 361 315 277 256 220 9131 1723 77 7408 4568 220 82 2840 121 2719 4348 1896 57 101878 1017 651 91 69 47 560 366
internal_count=4318164 113057 111370 9492 361 315 277 256 220 9131 1723 77 7408 4568 220 82 2840 121 2719 4348 1896 57 101878 1017 651 91 69 47 560 366
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=31
num_cat=0
split_feature=1 4 5 2 3 0 1 1 4 1 5 2 2 1 4 1 1 0 0 0 0 2 3 2 4 0 5 5 1 0
split_gain=3.05496e+11 3.53375e+12 3.6092e+12 2.25906e+13 3.41184e+13 1.99688e+13 1.88256e+13 1.61042e+13 3.29374e+13 2.4086e+13 1.33948e+13 3.69659e+13 2.85645e+13 1.69135e+13 3.52239e+13 1.27224e+13 1.23349e+13 1.21104e+13 1.19087e+13 1.16591e+13 9.76814e+12 8.74201e+12 5.80747e+12 8.43163e+12 4.35191e+12 4.18498e+12 3.34102e+12 1.7646e+13 2.05318e+13 4.10318e+13
threshold=30.332994000000003 7.5000000000000009 177.02500000000003 2.5000000000000004 6.5000000000000009 59.863160500000006 30.226173900000003 30.278357500000002 5.5000000000000009 20.507360500000004 161.85000000000002 3.5000000000000004 9.5000000000000018 30.207352000000004 5.5000000000000009 30.305955500000003 20.507360500000004 59.939091550000008 54.736324100000012 59.820733200000006 59.950068600000009 3.5000000000000004 12.500000000000002 2.5000000000000004 4.5000000000000009 59.834458500000004 45.005000000000003 45.985000000000007 30.323743050000001 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 7 -6 19 9 -9 -5 26 15 13 16 20 22 -13 -7 -11 -4 -15 -20 23 25 -18 -12 -1 28 -28 -30
right_child=-2 -3 3 4 5 17 -8 8 -10 18 11 12 -14 14 -16 -17 24 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-325.24555118777488 -6.3922547390321629 -31661.834836076923 -45408.881914062506 71379.88903769842 -81853.526522435903 73162.967187500006 -85406.843769054889 143347.75117187502 9475.4131146599266 -59648.061088709677 -4743.2965277777785 -69340.685028176231 25154.762998670212 -210737.02859375003 -10007.413937500001 88021.424218750006 -28144.968541217673 -18650.786790556067 -33788.403825683599 60085.648224431825 -111903.13273437502 49997.617850378796 51394.322591145836 -40442.023139252531 30836.413281250003 52647.794726562504 6163.7834299142023 279.65756591566463 -8753.2102254746842 91931.838544804225
leaf_weight=95984 4082379 35 20 63 39 20 41 40 34 31 27 61 47 20 25 24 29 51 20 22 20 33 24 37 22 24 2660 136170 79 83
leaf_count=95984 4082379 35 20 63 39 20 41 40 34 31 27 61 47 20 25 24 29 51 20 22 20 33 24 37 22 24 2660 136170 79 83
internal_value=0 110.675 115.393 9444.15 21141.5 -24365.6 -37204.5 43792.2 81838.8 24639.4 98.9815 -19175.6 -44144.2 -62545.6 -103123 21949.3 -38996.3 7212.24 -10415.9 9850.16 -161320 18380.3 7790.95 -4100.87 -2702.02 22264.3 128.511 441.863 8268.78 42832.3
internal_weight=0 235785 235750 414 331 110 83 221 74 147 235336 360 224 177 65 136 112 71 84 42 40 53 112 88 51 51 234976 138992 2822 162
internal_count=4318164 235785 235750 414 331 110 83 221 74 147 235336 360 224 177 65 136 112 71 84 42 40 53 112 88 51 51 234976 138992 2822 162
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=31
num_cat=0
split_feature=1 3 5 2 0 1 0 5 0 4 0 1 0 1 0 5 5 3 0 2 2 2 0 3 4 5 4 3 2 4
split_gain=3.07824e+11 1.46646e+12 1.444e+12 6.20856e+12 8.62062e+12 1.38104e+13 8.33972e+12 2.16129e+13 9.17802e+12 8.12905e+12 6.86291e+12 6.66046e+12 8.81543e+12 5.71185e+12 1.44182e+13 2.33141e+13 7.19109e+12 5.47131e+12 5.45539e+12 5.30603e+12 1.19641e+13 1.05522e+13 1.4178e+13 1.04516e+13 1.04214e+13 1.23084e+13 7.52087e+12 1.18625e+13 9.46807e+12 2.02562e+13
threshold=86.067573200000012 26.500000000000004 125.85000000000001 4.5000000000000009 56.028355650000009 92.815157350000007 54.864040150000001 161.85000000000002 56.009576300000013 5.5000000000000009 56.635684300000008 92.815157350000007 55.416472000000006 113.46563545000002 52.485928400000006 161.85000000000002 177.02500000000003 4.5000000000000009 55.388132500000005 7.5000000000000009 8.5000000000000018 9.5000000000000018 56.028355650000009 6.5000000000000009 4.5000000000000009 177.02500000000003 3.5000000000000004 10.500000000000002 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 11 13 -7 12 -8 14 15 -5 -15 -12 -9 23 -21 22 -22 24 25 -16 -25 28 -28 -30
right_child=1 -3 3 9 5 10 7 18 -10 -11 17 -13 -14 16 19 -17 -18 -19 -20 20 21 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=-5.4098323308339671 163.08553305692232 -21975.556914571127 -12372.059940273561 107562.16153492649 -83454.816384548612 -31536.342000000001 -39172.839610166811 105663.55842391304 33004.571731085533 53243.913835685482 -17500.814894014249 -70741.686783854166 38645.175813802081 -25043.891883760341 -10812.30704273897 -7907.533528645833 30606.840005929131 40586.596925403224 39934.865708705358 -50253.43310546875 -2254.973248106061 -14214.832730344742 102853.54229910715 50462.913482862903 20925.547697368424 -109677.32585937501 41185.687535511366 71425.375937500008 -71496.867516508559 25593.66376065341
leaf_weight=4147874 168764 30 319 34 36 100 37 23 38 31 34 24 24 136 34 36 28 31 28 59 33 126 21 62 38 20 33 25 42 44
leaf_count=4147874 168764 30 319 34 36 100 37 23 38 31 34 24 24 136 34 36 28 31 28 59 33 126 21 62 38 20 33 25 42 44
internal_value=0 131.771 135.666 -2957.49 -9882.76 -27337.6 -2766.3 14844.3 -7849.9 3035.21 -15093.8 -26114.3 -8555.92 1016.44 5490.37 48177.7 -15542.5 10202.4 69577.2 -74.0966 -11173.7 1635.79 38620.6 8827.92 -19195.6 -47429 21343.3 8805.66 -4349.74 -21822.6
internal_weight=0 170290 170260 1496 694 201 493 174 123 802 165 85 61 771 607 70 164 65 51 537 239 180 54 298 92 54 206 144 119 86
internal_count=4318164 170290 170260 1496 694 201 493 174 123 802 165 85 61 771 607 70 164 65 51 537 239 180 54 298 92 54 206 144 119 86
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=31
num_cat=0
split_feature=5 5 0 1 0 1 0 1 1 0 1 1 3 0 3 3 0 1 2 6 2 1 1 6 1 1 1 1 3 3
split_gain=2.96117e+11 3.0315e+12 7.34568e+12 7.33041e+12 1.17283e+13 1.30921e+13 2.85563e+13 9.9064e+12 1.09009e+13 9.84002e+12 9.3131e+12 9.11676e+12 9.03353e+12 2.98682e+13 3.26327e+13 1.29035e+13 1.1673e+13 1.06912e+13 1.01365e+13 1.1418e+13 9.9537e+12 9.05231e+12 8.80116e+12 8.44593e+12 1.51311e+13 7.52579e+12 1.29378e+13 1.06287e+13 9.01407e+12 5.99971e+13
threshold=39.305000000000007 39.025000000000013 43.642715500000008 40.810045900000013 55.657530000000008 37.436176200000013 55.619594000000006 37.214886200000009 37.328003200000005 55.645049100000001 82.957885500000017 65.480823400000006 13.500000000000002 59.916647550000008 12.500000000000002 25.500000000000004 59.939091550000008 30.346469350000003 11.500000000000002 1.5000000000000002 6.5000000000000009 30.259484550000003 30.207352000000004 1.5000000000000002 30.243224600000001 37.597123000000003 37.542000650000013 37.855187800000003 21.500000000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9 -7 11 -5 13 18 16 17 20 22 19 -6 -15 -16 -14 -24 -25 26 -19 28 29 -27
right_child=-2 2 3 10 12 9 7 8 -10 -11 -12 -13 15 14 21 -17 -18 25 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=25.385670439242787 -16.523087732234071 41460.52677904212 6193.5102259671621 4066.444049343665 -18267.964330997111 2995.7087716381639 15904.657250976563 133589.25526620372 56233.373967633932 -28720.163296568629 -3454.2861925557736 15613.271691374568 11040.887345473348 57804.693744273245 48100.152507267449 11607.270587887971 3572.6532538695656 -1509.3896546734793 -75604.563950892858 2756.5396353624956 -16737.576222826086 114630.55805288463 -34158.835716663707 -35460.420864145992 10984.271498603062 -21172.763117576909 54956.687741815476 -1532.1573117173371 -34735.784789793943 142741.35869140626
leaf_weight=1216802 3088542 46 374 2575 424 2389 32 27 56 102 1089 931 85 81 43 368 386 1198 21 661 23 39 330 131 151 321 42 622 249 24
leaf_count=1216802 3088542 46 374 2575 424 2389 32 27 56 102 1089 931 85 81 43 368 386 1198 21 661 23 39 330 131 151 321 42 622 249 24
internal_value=0 41.5024 1571.21 1427.57 -367.965 4633.76 19593.7 63173.3 81397.3 1697.03 4623.58 7132.64 -3234.89 2803.29 21355.2 -6112.5 11584.2 -8180.65 -6791.36 -5459.49 41319.4 79742.7 -19111.4 -23299.2 -10591.1 -5078.56 403.171 -10668.5 -20235.5 -9770.04
internal_weight=0 1.22962e+06 12820 12774 8179 2980 489 115 83 2491 4595 3506 5199 1678 572 3521 490 3153 1106 1085 104 82 697 612 282 2456 1240 1216 594 345
internal_count=4318164 1229622 12820 12774 8179 2980 489 115 83 2491 4595 3506 5199 1678 572 3521 490 3153 1106 1085 104 82 697 612 282 2456 1240 1216 594 345
is_linear=0
shrinkage=0.1


Tree=4225
num_leaves=31
num_cat=0
split_feature=5 6 0 0 1 3 5 1 2 4 4 5 0 3 5 0 0 3 5 0 3 1 1 1 0 2 0 5 0 3
split_gain=2.92066e+11 3.86102e+12 7.21098e+12 2.03018e+13 2.48603e+13 1.42177e+13 1.98221e+13 2.14458e+13 1.11037e+13 1.04066e+13 1.28794e+13 3.33074e+13 3.43193e+13 4.71473e+13 3.74183e+13 2.60587e+13 4.5068e+13 2.64714e+13 2.5117e+13 2.42453e+13 4.59313e+13 2.42039e+13 5.13883e+13 4.57941e+13 2.40233e+13 4.83564e+13 2.39453e+13 4.09049e+13 2.24895e+13 2.55498e+13
threshold=81.910000000000011 1.5000000000000002 47.425481600000005 47.297889100000013 39.694727950000008 18.500000000000004 91.050000000000011 39.863684800000009 13.500000000000002 2.5000000000000004 3.5000000000000004 120.05000000000001 51.67657710000001 14.500000000000002 87.00500000000001 55.695992150000002 55.061033200000004 14.500000000000002 84.030000000000015 51.83362145000001 4.5000000000000009 37.275078000000001 37.889331900000009 37.737121850000008 55.07108800000001 1.5000000000000002 55.751981950000008 123.15000000000002 51.636650050000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 -8 -4 11 12 13 28 18 16 -13 21 -15 20 -14 -18 23 -23 25 -24 27 -17 -11 -30
right_child=1 2 9 4 5 -7 8 -9 -10 10 -12 15 19 14 -16 26 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-8.1049796009377246 -356.41684884315242 -435.23847860674107 -1617.477707982644 -56198.255972686078 -7806.0532827507213 62445.52581018518 -24301.732845108403 53408.679493204749 -93768.904531250009 2404.788475662358 -448.33188419807567 -3180.2333489243451 62688.586075949366 22500.196026511272 21436.338407683343 57298.32411099138 -57382.346852329807 527.86322548062196 103042.56103550174 1794.4801532611355 -15788.534922054489 63039.819008413462 6489.9433425005745 222297.13225 12266.596459164828 131974.23663504465 -7319.4146266276093 -75717.817712188189 -68447.584412202385 47760.271805464661
leaf_weight=3935898 131110 57898 18927 131 279 27 289 72 25 2658 52936 4250 79 61 775 29 28 408 106 104150 1333 65 68 25 368 56 5787 114 21 191
leaf_count=3935898 131110 57898 18927 131 279 27 289 72 25 2658 52936 4250 79 61 775 29 28 408 106 104150 1333 65 68 25 368 56 5787 114 21 191
internal_value=0 83.4507 313.073 -656.925 -16252.5 -8690.55 -11578.8 4750.81 -29832.6 609.065 851.946 1422.82 1954.64 11276.2 30688.1 -3771.56 1346.56 20245.2 73622.9 1618.02 -11397.8 33433.3 37802.4 107278 25093.5 63160.3 -8318.32 -48742.5 4904.79 36249.1
internal_weight=0 382266 251156 58721 823 692 665 351 314 192435 173508 120572 109374 3812 942 11198 5268 1018 167 105562 1412 610 582 90 492 124 5930 143 2870 212
internal_count=4318164 382266 251156 58721 823 692 665 351 314 192435 173508 120572 109374 3812 942 11198 5268 1018 167 105562 1412 610 582 90 492 124 5930 143 2870 212
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=31
num_cat=0
split_feature=5 5 4 0 3 4 1 3 6 1 2 2 2 1 3 3 1 0 0 1 0 3 0 1 0 2 1 1 1 0
split_gain=5.80991e+11 6.43903e+12 2.56476e+13 2.1835e+13 1.87725e+13 3.49569e+13 2.84797e+13 3.2859e+13 2.17272e+13 2.61765e+13 2.35053e+13 1.68152e+13 2.02804e+13 3.27708e+13 2.401e+13 3.24932e+13 1.86397e+13 3.25681e+13 1.72195e+13 4.95991e+13 3.01846e+13 2.33372e+13 2.27428e+13 1.81816e+13 1.62795e+13 2.66906e+13 3.78761e+13 3.14016e+13 2.96194e+13 2.45804e+13
threshold=125.85000000000001 128.92000000000004 1.5000000000000002 55.110554300000004 17.500000000000004 3.5000000000000004 82.940215400000014 18.500000000000004 1.5000000000000002 65.551978750000004 4.5000000000000009 14.500000000000002 2.5000000000000004 30.278357500000002 6.5000000000000009 9.5000000000000018 82.945329900000004 55.017766000000002 45.029420750000007 44.083877800000003 44.580511600000001 11.500000000000002 45.03656895000001 38.975980350000007 55.601678500000013 6.5000000000000009 33.101335500000005 43.94115175000001 47.554129950000011 43.514103700000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 7 -6 -9 10 -10 12 13 -4 -14 24 -15 -18 19 20 -17 -21 -20 -22 29 26 -26 -28 -29 -16
right_child=1 -3 4 -5 5 -7 -8 8 9 -11 -12 -13 14 16 15 18 17 -19 22 21 23 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-3.5336169171020049 152261.94232700893 -58.21281037939422 -98893.40766741072 21823.073147490533 -75656.134691722968 -38477.320445421006 -63415.611206515336 -9882.0900146253189 -59768.89637920673 139524.70351562501 41218.304837592368 -39228.709543117089 -3326.5267304081881 2526.529707873176 -15387.807279829545 -135548.29216638513 1781.0075827205883 -159038.43203125001 104447.7498325893 113800.24183593752 -63288.431556919648 -17020.057054687502 13048.748453631164 54408.704036458337 154440.23356481481 -29952.223554229739 -81721.164402173919 144834.05026041667 18169.659472656251 78878.029476197014
leaf_weight=4278458 21 35489 35 33 37 288 53 132 26 24 203 79 645 1006 33 37 34 20 28 30 35 25 983 21 27 64 23 24 80 171
leaf_count=4278458 21 35489 35 33 37 288 53 132 26 24 203 79 645 1006 33 37 34 20 28 30 35 25 983 21 27 64 23 24 80 171
internal_value=0 380.76 4075.02 72549.3 3186.81 -10988.6 5678.27 14355.9 23006.4 40165.7 29752.5 6367.94 7452.59 -3689.31 12933.4 19567 -545.779 -57781.7 10916.4 -20941.2 -65460.2 54336.5 15580.1 -19152 43325.3 24325.4 46882.4 24015.8 47399.9 63629.1
internal_weight=0 39706 4217 54 4163 763 475 422 385 253 229 3400 3321 1095 2226 1581 1060 54 1159 148 93 55 1011 56 422 218 154 127 104 204
internal_count=4318164 39706 4217 54 4163 763 475 422 385 253 229 3400 3321 1095 2226 1581 1060 54 1159 148 93 55 1011 56 422 218 154 127 104 204
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=31
num_cat=0
split_feature=5 0 0 2 0 0 3 3 2 5 0 5 1 0 0 2 5 4 5 3 1 0 3 5 2 1 3 2 1 1
split_gain=4.70603e+11 5.7431e+12 1.44782e+13 1.87834e+13 1.54177e+13 1.7745e+13 1.70153e+13 1.60833e+13 1.79365e+13 1.4492e+13 1.18266e+13 2.77657e+13 2.82596e+13 9.66321e+12 8.66316e+12 1.40711e+13 8.30615e+12 1.21591e+13 8.03908e+12 7.70106e+12 2.50959e+13 3.04259e+13 1.96179e+13 1.72626e+13 2.59061e+13 2.74807e+13 1.8155e+13 1.36373e+13 1.34799e+13 1.35214e+13
threshold=125.85000000000001 59.916647550000008 59.904813200000007 7.5000000000000009 59.896318000000008 59.846652800000008 12.500000000000002 6.5000000000000009 3.5000000000000004 161.85000000000002 59.820733200000006 137.05000000000004 30.332994000000003 59.863160500000006 59.863160500000006 5.5000000000000009 132.05000000000004 4.5000000000000009 177.02500000000003 13.500000000000002 30.362552800000003 60.052595500000002 12.500000000000002 150.04500000000004 14.500000000000002 30.278357500000002 24.500000000000004 13.500000000000002 30.468306550000005 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 10 -6 8 13 -4 -2 -12 18 -7 16 -16 -9 -18 -13 22 21 23 -3 26 25 -25 -21 -22 29 -29
right_child=1 19 3 -5 6 7 -8 14 -10 -11 11 12 -14 -15 15 -17 17 -19 -20 20 27 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.1802586688149006 539.72705573544704 -5068.2028931493851 26186.523412298389 92378.367271959462 -98213.81185302735 47240.924275716148 -11618.674747095354 37336.793266369052 103732.45621279762 -60240.179551630434 -125125.34221875 82510.612625000009 -81771.091419719829 -21714.964427083334 -11539.068014705883 74547.683207383263 -2654.0862579146242 -85565.327343750003 590.62344811480978 -2616.0112913269932 38164.713161012471 -128424.32170933316 -78390.865646114864 -27275.567165178574 31388.595468750005 -167987.20275135871 72888.028955078131 -2325.1509663899737 46007.69171788833 -100190.58207031251
leaf_weight=4278458 35432 2648 124 37 32 63 78 42 42 23 25 25 29 30 34 43 153 20 23 276 243 21 37 35 30 23 36 48 34 20
leaf_count=4278458 35432 2648 124 37 32 63 78 42 42 23 25 25 29 30 34 43 153 20 23 276 243 21 37 35 30 23 36 48 34 20
internal_value=0 342.684 713.735 28693.5 571.008 685.352 -36810 20949.6 49492.5 12664 441.843 -33560.3 -3831.32 24997.1 7753.38 36535.4 -2554.59 -12239.2 43257.3 -3555.45 5288.79 -11096.6 -6078.61 -4936.86 -44053.3 -83075 6095.99 25283.7 -5403.5 -31109.1
internal_weight=0 39706 36255 184 36071 35961 110 427 135 147 35534 102 77 93 292 77 215 173 48 3451 766 421 2685 400 88 58 312 345 102 68
internal_count=4318164 39706 36255 184 36071 35961 110 427 135 147 35534 102 77 93 292 77 215 173 48 3451 766 421 2685 400 88 58 312 345 102 68
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=31
num_cat=0
split_feature=5 5 4 0 3 4 0 0 1 0 2 2 2 2 0 1 2 4 0 0 1 0 2 2 2 3 3 1 0 2
split_gain=3.81189e+11 5.00294e+12 2.02946e+13 1.84192e+13 1.60507e+13 2.80282e+13 2.47853e+13 3.63826e+13 3.39474e+13 2.65282e+13 2.24382e+13 2.94738e+13 1.99563e+13 1.57443e+13 1.90157e+13 1.39618e+13 2.83426e+13 2.22043e+13 2.39783e+13 2.41453e+13 1.68178e+13 1.4811e+13 2.85723e+13 1.43451e+13 2.60609e+13 1.25355e+13 1.23435e+13 1.096e+13 1.06297e+13 2.28812e+13
threshold=125.85000000000001 128.92000000000004 1.5000000000000002 55.299834250000011 17.500000000000004 3.5000000000000004 47.249522000000006 55.755036050000008 65.520339550000017 45.029420750000007 6.5000000000000009 17.500000000000004 19.500000000000004 6.5000000000000009 45.040161900000008 30.323743050000001 1.5000000000000002 3.5000000000000004 59.896318000000008 59.950068600000009 30.305955500000003 59.846652800000008 5.5000000000000009 14.500000000000002 12.500000000000002 8.5000000000000018 18.500000000000004 113.46563545000002 45.029420750000007 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 15 6 9 10 26 -6 -8 -12 -13 -11 -15 16 -4 21 -19 20 -20 -18 25 24 27 -23 -9 28 29 -17
right_child=1 -3 4 -5 5 -7 7 8 -10 13 11 12 -14 14 -16 23 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.8622335052056709 129772.67796223958 -78.520979868242762 -112122.8086226852 12237.889199218751 -32870.43312844669 -34947.105129326716 42218.103405761722 -70481.439266690344 121585.5713641827 -3289.0168323863641 -129980.61777343751 48174.082747749664 -78585.006076388891 168199.95180027175 57233.402509973414 -1231.8061728825646 -23484.077734375001 22924.410173611112 -165007.98182870372 -2074.3214154411767 -49959.303808593751 114202.68938301282 -33504.394259982641 -35109.554250616777 63464.157119715077 32948.598812288852 8797.8971343493849 -53878.325431034486 10127.421003571457 -98837.363671875006
leaf_weight=4278458 24 35489 27 30 34 288 20 22 26 22 48 23 27 23 47 315 55 45 27 34 24 39 36 76 85 37 183 29 2545 26
leaf_count=4278458 24 35489 27 30 34 288 20 22 26 22 48 23 27 23 47 315 55 45 27 34 24 39 36 76 85 37 183 29 2545 26
internal_value=0 308.415 3564.75 64475.6 2774.65 -10332.9 4591.08 -9134.24 13942.2 42608.1 -54309.3 -74008.8 -20275.8 70502.3 93693.8 5716.14 -14028.6 -5110.93 -36101.3 -67350.2 -110867 19013.3 39882.5 7795.89 8882.83 74644.8 289.871 7291.26 7905.92 -8673.87
internal_weight=0 39706 4217 54 4163 763 475 349 231 126 118 98 50 92 70 3400 324 297 130 85 51 167 112 3076 3000 76 205 2915 2886 341
internal_count=4318164 39706 4217 54 4163 763 475 349 231 126 118 98 50 92 70 3400 324 297 130 85 51 167 112 3076 3000 76 205 2915 2886 341
is_linear=0
shrinkage=0.1


Tree=4229
num_leaves=31
num_cat=0
split_feature=5 1 2 3 3 5 4 1 3 3 3 2 0 3 5 4 6 0 3 2 1 4 0 5 0 2 1 1 0 3
split_gain=3.25508e+11 3.64016e+12 9.77514e+12 2.61103e+13 1.66275e+13 2.55908e+13 2.09922e+13 1.2233e+13 1.26452e+13 1.12384e+13 1.11353e+13 9.88645e+12 7.29388e+12 1.22414e+13 1.0039e+13 7.81298e+12 1.26536e+13 7.07083e+12 1.63589e+13 9.39774e+12 6.69236e+12 1.49565e+13 1.75218e+13 1.17817e+13 1.49609e+13 8.26567e+12 1.20544e+13 1.18643e+13 6.32382e+12 6.29153e+12
threshold=132.05000000000004 30.226173900000003 6.5000000000000009 9.5000000000000018 18.500000000000004 137.05000000000004 3.5000000000000004 30.160599000000001 9.5000000000000018 12.500000000000002 8.5000000000000018 3.5000000000000004 54.708501450000007 6.5000000000000009 161.85000000000002 2.5000000000000004 1.5000000000000002 59.990816400000007 16.500000000000004 9.5000000000000018 30.278357500000002 5.5000000000000009 59.853570100000006 150.04500000000004 59.939091550000008 3.5000000000000004 30.259484550000003 30.243224600000001 59.950068600000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 10 -10 12 -11 14 15 29 -14 -17 18 19 -5 21 22 -3 25 -25 -24 27 -27 -29 -7
right_child=1 20 3 17 -6 7 -8 -9 9 11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-2.3247577188344386 3046.3280980603449 53196.940086146758 -74197.085441706731 -5825.6916441761368 86840.924330357157 75031.711152343763 115390.99074519231 56827.673080221044 -82696.479785156262 34043.89725115741 58533.221199324325 -56263.829687500001 51026.608968379587 -73960.816168478268 -12865.078377477133 -47131.441423688615 3370.6395291172776 58925.330519903277 -46970.485651041672 39552.480719150648 257.60685682526326 51382.284097782263 -49075.814770047175 -126556.97680371095 -31812.291140624999 27384.031712962962 38666.655226732335 -93410.267391304355 -22054.520312500001 11843.9046875
leaf_weight=4287425 29 28 52 110 28 40 39 41 32 27 37 22 29 23 41 56 435 21 60 78 29203 31 53 25 50 27 46 23 27 26
leaf_count=4287425 29 28 52 110 28 40 39 41 32 27 37 22 29 23 41 56 435 21 60 78 29203 31 53 25 50 27 46 23 27 26
internal_value=0 324.253 5663.46 -9329.53 10981.4 8559.44 67479.3 3606.97 765.762 -36603.8 5171.78 -6502.43 2134.28 -2568.07 25997.6 589.691 -2389.27 3209.93 -1507.91 13001.4 102.457 -14513.1 -21834.8 -30204.9 -63393.9 -16061.9 -1836.37 -26033 -54878.2 50139.5
internal_weight=0 30739 1226 321 905 877 68 809 768 81 687 49 650 543 107 520 491 269 248 188 29513 310 279 251 75 176 123 77 50 66
internal_count=4318164 30739 1226 321 905 877 68 809 768 81 687 49 650 543 107 520 491 269 248 188 29513 310 279 251 75 176 123 77 50 66
is_linear=0
shrinkage=0.1


Tree=4230
num_leaves=31
num_cat=0
split_feature=5 3 5 1 0 1 5 2 1 2 2 2 5 3 2 1 2 1 0 2 3 0 1 3 1 1 0 2 5 5
split_gain=3.4052e+11 5.80391e+12 1.2481e+13 1.39755e+13 4.81152e+13 4.54335e+13 3.94356e+13 2.29343e+13 2.02493e+13 3.95434e+13 4.46775e+13 5.20858e+13 1.90871e+13 1.88754e+13 3.51299e+13 1.86035e+13 1.73612e+13 3.2065e+13 3.35869e+13 1.63517e+13 1.61971e+13 1.31258e+13 1.19701e+13 1.19697e+13 1.13792e+13 1.06581e+14 6.18508e+13 9.69232e+13 3.03005e+13 3.41374e+13
threshold=92.035000000000011 12.500000000000002 95.020000000000024 30.226173900000003 59.990816400000007 30.323743050000001 94.040000000000006 6.5000000000000009 30.362552800000003 3.5000000000000004 10.500000000000002 9.5000000000000018 93.00500000000001 17.500000000000004 13.500000000000002 30.160599000000001 8.5000000000000018 30.315880100000005 59.982527000000012 19.500000000000004 23.500000000000004 59.916647550000008 30.305955500000003 16.500000000000004 82.926290250000008 82.945329900000004 55.010031850000011 4.5000000000000009 102.01000000000001 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 4 13 16 7 -6 9 -7 11 12 -11 14 -3 -15 22 23 -19 21 -14 -12 -5 -18 -2 26 27 -26 -28 -30
right_child=1 2 -4 5 6 8 -8 -9 -10 10 19 -13 20 15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=5.9003326678419503 -50.222165344399194 1876.3820086348687 -245.45778271961353 30028.185787126662 -44810.182500000003 46038.644353300951 11877.138842147437 -147999.66827566965 -3594.5457902875091 -107884.61210937501 43414.506747159088 -185565.78086993244 -65542.820473284039 -1263.9173018292684 -114566.28271321615 98781.307421875012 -16602.449963662792 208165.3133661685 33245.946437872029 -65049.826713709677 30662.50397042411 -36360.438802083336 -18130.999382002981 43980.575209056718 36656.125529988603 -87.024916124331881 51908.533012532556 282780.08211263025 12375.780643645128 97734.816565688787
leaf_weight=4135587 93596 190 63541 113 35 58 39 56 10845 35 66 37 35 41 30 34 43 23 21 31 35 30 95 135 48 11923 300 24 1069 49
leaf_count=4135587 93596 190 63541 113 35 58 39 56 10845 35 66 37 35 41 30 34 43 23 21 31 35 30 95 135 48 11923 300 24 1069 49
internal_value=0 -133.65 -804.582 -3758.54 -21569.1 -3106.11 -72254.8 -108311 -4333.81 -28851.6 -44998.9 -83540.2 -47588.3 767.01 -14002.2 44089.9 28791.1 48240.7 124681 -1905.51 -17440.2 18484.8 8032.4 29345.4 340.152 3064.18 28280.2 118697 23689.2 16116.9
internal_weight=0 182577 75568 12027 425 11602 130 91 11172 327 269 142 105 295 220 75 430 222 44 127 70 96 208 178 107009 13413 1490 72 1418 1118
internal_count=4318164 182577 75568 12027 425 11602 130 91 11172 327 269 142 105 295 220 75 430 222 44 127 70 96 208 178 107009 13413 1490 72 1418 1118
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=31
num_cat=0
split_feature=5 2 1 0 3 2 2 0 0 1 0 1 5 5 0 1 5 0 5 0 2 0 5 5 0 0 3 2 1 0
split_gain=3.57989e+11 2.64806e+12 8.57484e+12 7.67685e+12 6.61022e+12 2.24497e+13 4.4662e+13 3.85834e+13 3.46313e+13 5.70816e+13 2.97716e+13 2.9638e+13 3.12515e+13 3.01232e+13 2.56383e+13 2.20474e+13 2.04379e+13 3.93163e+13 3.1454e+13 2.31309e+13 1.80349e+13 3.07695e+13 2.46613e+13 2.0109e+13 1.8166e+13 1.78213e+13 1.73217e+13 2.38153e+13 1.98853e+13 1.7209e+13
threshold=96.015000000000015 18.500000000000004 83.761389800000003 43.514103700000014 23.500000000000004 11.500000000000002 10.500000000000002 60.052595500000002 55.899899800000007 37.487839250000007 45.022371150000005 38.969379750000009 109.05000000000001 100.05000000000001 55.043101600000007 60.628582700000003 118.33500000000002 45.005863250000004 105.35000000000001 44.982728700000003 13.500000000000002 45.029420750000007 102.01000000000001 125.85000000000001 45.059881250000011 55.834684950000003 24.500000000000004 12.500000000000002 39.739656000000004 45.03656895000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 10 9 -8 16 12 -11 -13 -15 -10 18 -18 19 -7 21 -12 26 24 -24 -25 27 28 -23 -22
right_child=1 2 -4 -5 5 7 8 -9 15 11 20 13 -14 14 -16 -17 17 -19 -20 -21 29 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=5.453969112706317 -77.091245948255988 -60519.784375000003 32412.385776909723 1524.8467459376952 -1887.1870907779285 -1294.1452651515153 152813.15984042553 101496.93634072581 14896.348853858741 -90861.783321496216 -113100.40923108552 -24427.98729319853 32232.736477272727 104404.97605678014 -12911.917697010869 -67971.637423780499 15970.252321428574 189046.25952380954 -68577.328081597225 131081.80022194603 42731.287115384621 112905.22759486607 -106814.98675595238 47723.016519531258 -37327.965567447733 -31687.26330829327 -15605.395113774783 -29412.059811740452 -2768.3809782608696 -9504.2937397470141
leaf_weight=4168594 134345 20 90 6910 4516 33 47 31 148 33 38 34 55 98 23 41 35 21 36 22 65 42 42 50 361 65 186 36 23 2124
leaf_count=4168594 134345 20 90 6910 4516 33 47 31 148 33 38 34 55 98 23 41 35 21 36 22 65 42 42 50 361 65 186 36 23 2124
internal_value=0 -152.005 1744.08 1345.79 -245.379 -3000.85 1192.4 -9525.86 30226.6 51933.6 -10608.5 32421.9 -13927.7 58736.5 82105.1 -3080.3 33341.8 80873.8 4091.31 51656.2 -12739.3 -25167.3 -21016.4 -34044.7 -44569.8 2838.95 2497.94 35836.8 71974.6 -7953.21
internal_weight=0 149570 7020 6930 142550 8205 4995 3210 479 290 3179 243 88 155 121 189 147 56 91 55 3032 843 805 518 403 115 287 101 65 2189
internal_count=4318164 149570 7020 6930 142550 8205 4995 3210 479 290 3179 243 88 155 121 189 147 56 91 55 3032 843 805 518 403 115 287 101 65 2189
is_linear=0
shrinkage=0.1


Tree=4232
num_leaves=31
num_cat=0
split_feature=2 6 3 1 1 0 5 0 3 5 3 0 3 5 1 0 0 1 3 0 0 3 2 1 0 1 3 3 5 5
split_gain=3.36821e+11 2.61761e+12 9.78394e+12 1.22431e+13 4.0436e+13 2.37688e+13 1.81932e+13 2.13578e+13 1.48535e+13 1.47412e+13 1.72898e+13 2.40445e+13 1.5834e+13 1.37679e+13 1.74342e+13 3.45515e+13 6.55924e+13 2.13201e+13 2.75295e+13 2.10155e+13 3.80944e+13 5.77401e+13 5.18217e+13 6.5303e+13 3.20797e+13 5.60793e+13 7.56787e+13 9.75945e+13 5.51099e+13 4.16542e+13
threshold=14.500000000000002 1.5000000000000002 24.500000000000004 37.869926150000005 37.889331900000009 55.535913550000011 35.985000000000007 60.029906750000002 20.500000000000004 69.015000000000015 19.500000000000004 60.063729500000008 16.500000000000004 37.305000000000007 37.767735350000002 55.993277250000013 56.009576300000013 37.692869000000009 15.500000000000002 55.842510000000011 55.851332700000007 22.500000000000004 21.500000000000004 37.66934650000001 55.657530000000008 37.39371280000001 16.500000000000004 15.500000000000002 57.995000000000012 58.755000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 -7 13 -5 12 11 -11 -9 -8 17 -16 -17 19 -19 24 21 22 23 -21 -15 -26 27 -27 -28 -30
right_child=1 -3 -4 4 -6 6 7 9 -10 10 -12 -13 -14 14 15 16 -18 18 -20 20 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-8.139360242034261 -6958.5977225227271 -207.06538424000479 -507.03617923319536 -33364.027766251762 321.77201449338816 -1257.8330422034189 13284.419502701414 67772.750180053714 15370.319040256076 -103121.69821377842 -11591.93106537713 4850.3351740056814 -3192.0531964707457 2622.2198452655239 8555.0347834003896 165948.21259881882 23343.451301146586 106040.54125976562 -6332.3822136675881 -1922.5953293342454 3283.1749400034382 87752.275488281259 57348.952377319336 -68436.211202037186 -16970.31834681104 -34643.16259765625 5381.7454453968521 154425.16741006539 85271.658976435472 24863.400938540599
leaf_weight=3980118 2622 154723 76994 476 62542 8471 1739 32 72 55 270 33 1802 5010 901 42 139 22 2409 277 14395 46 64 316 513 40 2246 86 123 1586
leaf_count=3980118 2622 154723 76994 476 62542 8471 1739 32 72 55 270 33 1802 5010 901 42 139 22 2409 277 14395 46 64 316 513 40 2246 86 123 1586
internal_value=0 95.832 351.475 973.132 84.794 2269.31 2865.01 3951.44 -26961 -5577.01 -24138.1 -62632.2 -1953.85 4648.72 4116.47 16564.4 56434.1 3620.08 -5315.43 4499.45 2173.12 -20556.8 -28140.1 -37366.6 8156.55 14192 18109.3 94403.5 15678.7 29211.1
internal_weight=0 338046 183323 106329 63090 43239 40617 32146 548 2192 358 88 1834 29954 28215 1082 181 27133 2431 24702 15098 703 657 593 9604 4594 4081 126 3955 1709
internal_count=4318164 338046 183323 106329 63090 43239 40617 32146 548 2192 358 88 1834 29954 28215 1082 181 27133 2431 24702 15098 703 657 593 9604 4594 4081 126 3955 1709
is_linear=0
shrinkage=0.1


Tree=4233
num_leaves=31
num_cat=0
split_feature=3 0 0 5 1 3 3 3 0 4 1 1 1 6 5 1 1 6 1 5 5 3 5 5 5 5 2 0 0 3
split_gain=3.36488e+11 6.466e+12 2.22517e+13 2.98338e+13 2.35931e+13 2.63252e+13 2.21958e+13 2.40062e+13 2.14379e+13 4.46547e+13 4.66222e+13 9.33563e+13 7.17535e+13 4.62236e+13 4.28014e+13 4.1133e+13 6.15038e+13 4.57751e+13 4.40968e+13 4.0061e+13 3.37286e+13 3.69642e+13 3.17983e+13 3.09265e+13 3.0296e+13 2.96824e+13 5.89033e+13 4.20291e+13 4.05101e+13 4.70801e+13
threshold=23.500000000000004 59.882016200000002 59.896318000000008 61.845000000000006 30.434657650000002 24.500000000000004 24.500000000000004 26.500000000000004 59.820733200000006 3.5000000000000004 30.332994000000003 30.468306550000005 30.425002000000003 1.5000000000000002 48.510000000000012 30.578016350000002 30.332994000000003 1.5000000000000002 33.101335500000005 116.06000000000002 71.00500000000001 24.500000000000004 56.005000000000003 53.005000000000003 58.040000000000006 63.455000000000005 20.500000000000004 59.834458500000004 59.834458500000004 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 -6 -8 15 10 24 12 13 20 -15 16 -2 22 -17 -11 21 -12 -18 -13 -10 27 28 -16 -27 -30
right_child=1 2 -4 -5 6 -7 7 -9 9 19 11 23 -14 14 25 18 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-7.9992891279069598 25594.542808239443 59519.478247514147 -513.25536759369936 -37002.937367438244 -27368.417441446691 -11944.816729673406 4664.2647921796297 -55324.65753424658 2191.933724316445 -94579.445556066174 -14274.020328124034 -7620.3093097178325 60133.922655815753 13010.531674956632 105017.13652999162 46258.733309819152 -24202.987108248199 -8812.7742030981972 196.41840897950658 15564.828804976853 26882.894615348243 17517.803087143293 -68539.529060904824 14099.497320628447 -18720.016846417249 -12604.837960370382 -35380.512152777774 34553.800648467397 126391.35227197854 39512.142197834641
leaf_weight=3990478 359 110 52354 370 483 97 774 73 1889 85 1011 2866 383 1184 149 208 455 1421 259344 54 506 573 251 850 1094 96 117 196 83 251
leaf_count=3990478 359 110 52354 370 483 97 774 73 1889 85 1011 2866 383 1184 149 208 455 1421 259344 54 506 573 251 850 1094 96 117 196 83 251
internal_value=0 97.4133 -899.745 -11510.3 -5373.46 26031.4 -10261.3 -505.973 295.299 4542.95 5239.1 9106.89 18712.6 14904.6 25473.5 110.715 -12691.2 -19153.1 233.332 -51789.6 4406.42 -2773.57 -39965.7 -2652.11 -5477.42 42016.3 27529.2 64985.8 44646.4 61101.9
internal_weight=0 327686 54261 1907 1537 207 1330 847 273425 11387 11248 8265 4549 4166 2076 262038 2486 2127 259552 139 2090 1584 706 3716 2983 892 547 345 430 334
internal_count=4318164 327686 54261 1907 1537 207 1330 847 273425 11387 11248 8265 4549 4166 2076 262038 2486 2127 259552 139 2090 1584 706 3716 2983 892 547 345 430 334
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=31
num_cat=0
split_feature=1 1 3 0 6 0 3 0 5 0 6 1 5 4 3 6 0 6 3 5 2 2 2 1 5 0 1 0 4 3
split_gain=3.49502e+11 3.06281e+12 2.8115e+13 4.69369e+13 6.07083e+13 7.51383e+13 4.07897e+13 3.76008e+13 3.51164e+13 3.48862e+13 1.44049e+14 4.09779e+13 8.23789e+13 1.06797e+14 5.8268e+13 1.45771e+14 1.3305e+14 4.33933e+13 4.36897e+13 3.65069e+13 3.6386e+13 3.55321e+13 3.37686e+13 7.79633e+13 4.66588e+13 4.2404e+13 4.11357e+13 4.87093e+13 3.81641e+13 3.96195e+13
threshold=30.332994000000003 30.362552800000003 11.500000000000002 59.863160500000006 1.5000000000000002 59.820733200000006 13.500000000000002 59.853570100000006 45.985000000000007 59.990816400000007 1.5000000000000002 30.346469350000003 59.025000000000013 1.5000000000000002 12.500000000000002 1.5000000000000002 59.963407450000012 1.5000000000000002 12.500000000000002 85.020000000000024 8.5000000000000018 11.500000000000002 2.5000000000000004 30.346469350000003 75.750000000000014 59.882016200000002 30.346469350000003 59.939091550000008 1.0000000180025095e-35 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -6 -7 11 -11 14 13 17 19 16 -16 18 -13 -4 -15 -14 24 25 -5 -24 27 -26 -27 -30
right_child=1 -3 6 22 7 8 -8 -9 -10 10 -12 12 21 20 15 -17 -18 -19 -20 -21 -22 -23 23 -25 26 28 -28 -29 29 -31
leaf_value=118.37877831734973 -24417.154668419516 1.0682321459908255 -6386.9267710999839 -223.51753306263328 -486.88999647379887 -64972.74643110796 -946.61453329767357 -28803.551849881274 -170676.99028645834 125733.98770663497 -26888.367011563092 46015.601158122103 -4519.2878992434853 71820.691725059616 148114.69287109375 -176871.05833333335 14430.369419592937 69005.850074645292 -10163.800478934152 -118099.41806640626 151855.78536783854 41016.321798245415 50845.624167771421 -14421.283258875923 27266.616741943362 54533.683281535137 41072.70791466099 -53266.749434441183 98464.999087152246 -414.46397243806689
leaf_weight=235785 327 4048654 1175 2697 1482 66 14955 686 60 69 596 229 894 154 104 30 262 174 350 30 90 212 193 4306 198 137 607 121 41 3480
leaf_count=235785 327 4048654 1175 2697 1482 66 14955 686 60 69 596 229 894 154 104 30 262 174 350 30 90 212 193 4306 198 137 607 121 41 3480
internal_value=0 -6.83717 -955.874 -4300.48 -16403.7 -49698.1 1536.66 -9446.87 -115308 10036.8 -11052.4 13823.1 23000.4 43846.2 1768.23 35046.9 52417.2 25215.5 12055.7 -9168.15 101342 4209.06 -1607.57 -5175.8 6426.12 5162.05 25793.4 -3280.52 2751.73 736.93
internal_weight=0 4.08238e+06 33725 14401 2621 453 19324 2168 126 4369 665 3704 2103 997 1601 396 366 753 579 1205 244 1106 11780 8157 3623 3851 926 319 3658 3521
internal_count=4318164 4082379 33725 14401 2621 453 19324 2168 126 4369 665 3704 2103 997 1601 396 366 753 579 1205 244 1106 11780 8157 3623 3851 926 319 3658 3521
is_linear=0
shrinkage=0.1


Tree=4235
num_leaves=31
num_cat=0
split_feature=0 3 3 1 1 0 5 2 0 2 1 1 0 5 0 5 5 5 1 0 0 0 5 5 0 6 6 4 2 0
split_gain=3.22044e+11 2.63978e+12 1.8864e+13 2.41174e+13 1.66998e+14 7.83298e+13 5.06845e+13 5.39622e+13 6.54384e+13 5.76355e+13 3.21134e+13 1.7674e+14 1.12081e+14 5.18841e+13 5.119e+13 4.90316e+13 4.67311e+13 4.34411e+13 3.73367e+13 3.68878e+13 3.55503e+13 3.47779e+13 3.31622e+13 3.52369e+13 3.25911e+13 4.16385e+13 3.17256e+13 2.9643e+13 3.77224e+13 2.73146e+13
threshold=56.635684300000008 16.500000000000004 17.500000000000004 30.410108300000001 30.434657650000002 59.990816400000007 22.030000000000005 10.500000000000002 59.882016200000002 15.500000000000002 30.315880100000005 30.305955500000003 59.882016200000002 100.05000000000001 59.820733200000006 76.730000000000018 85.020000000000024 89.00500000000001 30.278357500000002 59.932719750000011 59.853570100000006 60.003414000000006 80.815000000000012 42.895000000000003 59.932719750000011 1.5000000000000002 1.5000000000000002 1.5000000000000002 14.500000000000002 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 6 -5 -8 9 -9 11 15 -13 14 26 18 22 -18 -3 20 -17 24 23 -16 25 -14 -12 -10 -29 -15
right_child=1 2 -4 4 -6 -7 7 8 27 -11 13 12 21 29 16 19 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-14.51978864583044 -46.710417686955701 4120.8831402287442 -76.329560069450807 -13771.719547193958 1799.2202167518983 -6259.5456293670231 32672.592690019315 49999.35014361213 64029.943779427667 -116396.72322916666 35165.774964190707 -48227.197260284425 30502.770341796877 106062.28907530739 -2516.5993069620708 -4229.4206661739872 -98912.582635336017 -17271.957636211446 -23696.785977015097 -13648.167184623058 -88836.890868170536 108420.34371439618 23869.14550143632 -19119.812090454579 38890.802426124741 171474.19446022727 -1386.3971071043215 81323.905874753953 166800.04200790229 9782.2717790570168
leaf_weight=3366502 706633 3448 201023 147 29292 426 879 68 224 30 406 128 40 61 2551 74 113 154 561 611 151 96 291 2562 806 44 572 127 87 57
leaf_count=3366502 706633 3448 201023 147 29292 426 879 68 224 30 406 128 40 61 2551 74 113 154 561 611 151 96 291 2562 806 44 572 127 87 57
internal_value=0 51.3637 334.197 2209.52 3702.73 31749.8 42116 47922.1 72930 -938.223 -1460.75 3892.39 39808.1 -6174.7 -7341.19 -4365.63 -10985 -51824 228.214 -26395.2 -61010.4 51236.6 -8967.22 -10836.1 45068.5 104345 13787.6 89457.6 116074 59554.1
internal_weight=0 951662 245029 44006 31280 1988 1562 1415 536 98 12726 5959 1114 6767 6649 4845 5671 267 4009 836 225 986 5404 5113 890 84 978 438 214 118
internal_count=4318164 951662 245029 44006 31280 1988 1562 1415 536 98 12726 5959 1114 6767 6649 4845 5671 267 4009 836 225 986 5404 5113 890 84 978 438 214 118
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=31
num_cat=0
split_feature=0 3 1 1 5 5 1 3 5 5 5 2 5 4 5 3 2 5 5 5 5 4 5 2 5 5 2 4 5 1
split_gain=3.17318e+11 1.95974e+12 2.65584e+13 5.95733e+13 3.61901e+13 2.62795e+13 3.0074e+13 3.70584e+13 3.53726e+13 9.03931e+13 2.92722e+13 2.78799e+13 2.05437e+13 1.37518e+13 1.66708e+13 1.33895e+13 9.53472e+12 1.62975e+13 1.17528e+13 9.67502e+12 8.48165e+12 7.48579e+12 7.10558e+12 7.34085e+12 1.51452e+13 6.86801e+12 1.92057e+13 2.16465e+13 1.78078e+13 8.75626e+12
threshold=43.465905150000005 3.5000000000000004 39.969502550000009 40.810045900000013 43.810000000000009 30.025000000000002 39.925119750000007 2.5000000000000004 58.040000000000006 64.805000000000021 34.605000000000011 1.5000000000000002 81.00500000000001 1.5000000000000002 86.810000000000016 2.5000000000000004 2.5000000000000004 49.995000000000012 44.205000000000005 35.305000000000007 32.355000000000011 1.0000000180025095e-35 46.810000000000009 2.5000000000000004 61.405000000000008 132.05000000000004 2.5000000000000004 3.5000000000000004 225.45000000000002 47.282206100000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 21 -1 13 -8 10 -10 11 -9 -11 -7 -15 -6 17 19 -18 -12 -13 -4 -17 24 -24 -5 27 28 -27 -29
right_child=-2 -3 3 25 15 6 7 8 9 12 16 20 -14 14 -16 22 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-13532.500944328414 -2.8689736363464848 442.09697386386989 -5548.0248951167014 -24.56030029178876 -7774.8251698369568 -41311.800210252455 -56936.316055836403 173714.10309448245 272525.28782552085 102524.7208984375 -49164.914296875002 77502.844102822579 -9926.5545928030315 26003.089585129313 -55891.111041666678 -136227.94790219908 -270.47974330357141 -81555.91423233696 93098.467367788471 29338.95177119007 -3684.0543856534091 -30172.365433807376 -57277.474301519629 -31640.720375000001 -154842.86604567309 119336.22129755435 108964.26447088069 3693.431049636315 -8030.9279017857152 -74707.040569196441
leaf_weight=256 4270332 44109 201 2069 23 67 34 24 24 32 20 31 33 145 30 27 28 23 26 73 22 320 41 25 26 23 22 29 21 28
leaf_count=256 4270332 44109 201 2069 23 67 34 24 24 32 20 31 33 145 30 27 28 23 26 73 22 320 41 25 26 23 22 29 21 28
internal_value=0 256.135 -1947.08 -6604.13 -32869.7 13370.8 24624.4 42552.2 52619.5 106672 33143 84294.5 45434.1 -2785.85 11964.1 -77621.7 9974.39 -6183.97 44684.9 12456.4 43802.6 -20672.4 -91121.5 -77883.8 -95138.7 1340.23 24297.6 5855.41 58547.4 -34819.1
internal_weight=0 47832 3723 2855 663 868 612 370 336 89 247 77 65 242 175 142 170 116 54 93 53 521 119 92 67 2192 123 101 44 57
internal_count=4318164 47832 3723 2855 663 868 612 370 336 89 247 77 65 242 175 142 170 116 54 93 53 521 119 92 67 2192 123 101 44 57
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 3 1 3 3 3 5 5 3 4 1 2 5 5 3 1 1 3 1 2 1 2 5 5 1 5
split_gain=3.05976e+11 1.39357e+13 2.10489e+13 1.9942e+13 2.402e+13 2.32675e+13 3.61765e+13 1.735e+13 1.69845e+13 2.70419e+13 2.12429e+13 3.5881e+13 1.68927e+13 2.31554e+13 1.43968e+13 1.38244e+13 1.35824e+13 2.37006e+13 1.68051e+13 1.35385e+13 1.70469e+13 1.63539e+13 2.4523e+13 1.50247e+13 1.33555e+13 1.31528e+13 1.42642e+13 1.29602e+13 1.27046e+13 2.33592e+13
threshold=55.535913550000011 55.518428350000008 1.5000000000000002 16.500000000000004 37.436176200000013 5.5000000000000009 37.362912300000012 24.500000000000004 5.5000000000000009 9.5000000000000018 70.50500000000001 80.00500000000001 4.5000000000000009 2.5000000000000004 37.098288800000006 2.5000000000000004 52.710000000000008 59.025000000000013 21.500000000000004 37.615058950000012 37.620907050000007 17.500000000000004 37.582182450000005 18.500000000000004 37.098288800000006 11.500000000000002 37.995000000000012 81.00500000000001 37.503486000000002 81.910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 25 24 14 8 10 28 -4 12 13 -12 -7 -13 -11 -18 -19 21 -21 27 -23 -24 -3 26 -5 -6 29 -10
right_child=-2 2 7 4 19 6 -8 -9 9 16 11 15 -14 -15 -16 -17 17 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.023868132308551 -29.107266643488956 82175.758703873013 -6421.8453491070431 18565.511085740782 -11288.110222354666 -6954.4543791118431 -3955.0886301020846 -6979.5704886030162 18442.609763647804 1601.4061693039616 -29901.740156250002 -67560.3357358871 162186.94289062501 109008.81248046875 -67230.479234525235 34763.220771059787 32597.594307663487 4111.0768501879993 81201.478071120684 34847.603308001293 -15526.310005519703 103717.337890625 6514.6887014813547 -9000.4959681352539 6788.7577543218085 3579.669164889568 64832.096005630498 -65600.864065489484 28616.059410117079 -50228.33887695313
leaf_weight=2335229 1966665 47 1086 139 425 57 4430 791 284 2147 20 31 20 30 130 23 472 1135 29 249 92 24 2269 861 47 148 128 49 1047 60
leaf_count=2335229 1966665 47 1086 139 425 57 4430 791 284 2147 20 31 20 30 130 23 472 1135 29 249 92 24 2269 861 47 148 128 49 1047 60
internal_value=0 24.3437 2940.85 -253.855 4600.2 -4770.98 -5773.75 6990.44 8721.37 11215.7 -1944.6 37267.4 84513.8 53444.6 -48857.6 -23978.1 6831.93 13696.2 6031.71 2206.69 21257 416.132 3018.9 2246.77 44482.3 27491.3 40745.7 -16902.7 23138 6465.12
internal_weight=0 2.3515e+06 16270 9095 4384 4711 4617 7175 6384 5174 1210 124 70 50 187 54 3783 1636 1164 3969 341 3628 3154 3130 94 415 267 474 1391 344
internal_count=4318164 2351499 16270 9095 4384 4711 4617 7175 6384 5174 1210 124 70 50 187 54 3783 1636 1164 3969 341 3628 3154 3130 94 415 267 474 1391 344
is_linear=0
shrinkage=0.1


Tree=4238
num_leaves=31
num_cat=0
split_feature=0 0 1 5 6 1 3 5 3 3 3 3 3 3 1 1 1 1 5 5 5 3 5 5 3 2 5 5 3 5
split_gain=2.98436e+11 7.20143e+12 1.61377e+13 1.81475e+13 1.6271e+13 3.98598e+13 2.55555e+13 2.4334e+13 1.89795e+13 3.61767e+13 1.89397e+13 1.79396e+13 1.70042e+13 1.56965e+13 1.49112e+13 3.5359e+13 2.91224e+13 2.69446e+13 3.5333e+13 1.68885e+13 1.47793e+13 1.44257e+13 1.4417e+13 1.35556e+13 1.34999e+13 1.82415e+13 1.33476e+13 1.32955e+13 1.28783e+13 1.11481e+13
threshold=50.973130900000008 51.636650050000007 37.869926150000005 49.010000000000012 1.5000000000000002 39.188277450000008 23.500000000000004 91.050000000000011 15.500000000000002 17.500000000000004 22.500000000000004 10.500000000000002 24.500000000000004 3.5000000000000004 41.950906500000009 56.249874400000003 37.998366300000008 37.914142000000005 50.805000000000007 81.00500000000001 128.92000000000004 11.500000000000002 85.91500000000002 62.385000000000012 26.500000000000004 5.5000000000000009 74.610000000000014 49.995000000000012 11.500000000000002 63.855000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 12 14 24 11 -10 -11 -7 -4 -5 16 -16 17 21 27 -18 28 22 -6 -12 25 -8 -13 -19 -20 -27
right_child=1 -3 4 13 6 8 7 -9 9 10 23 26 -14 -15 15 -17 19 18 20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=53.385706890124325 -682.63307428590645 1.0424127663348421 12642.929110349196 25241.753433881488 510.12970561672574 -8451.952256321063 -26479.563203124999 -61440.08706165661 7884.9217237706216 -30912.524194804442 9375.1136371153898 -21389.511951901397 -72302.328125 -12891.753790960349 10732.502050683217 -3066.7067998110047 -6518.8665766706781 47017.088173577729 17603.683076566311 -39100.157915556942 -54745.23404017857 -13600.736123852575 25758.358165628299 -18122.81509500332 -17465.0523125 51375.345641588188 -62968.744370404413 128459.86983695652 -11673.750325092517 112310.08122702206
leaf_weight=842766 3101 3442887 1302 112 4944 2061 20 22 1559 469 341 842 24 2979 3934 3517 4445 156 718 165 35 703 237 378 25 73 85 23 190 51
leaf_count=842766 3101 3442887 1302 112 4944 2061 20 22 1559 469 341 842 24 2979 3934 3517 4445 156 718 165 35 703 237 378 25 73 85 23 190 51
internal_value=0 -12.9458 -1494.28 -6087.58 -413.628 -4519.88 1091.94 37488.6 -8132.64 -2132.83 -15279 -13648.5 11105.5 -11510 727.343 4219.04 -1512.38 2549.26 16751 -7685.01 9019.46 -158.821 1665.09 -5081.38 50366.8 62143.2 -25202.1 57481.8 11477.3 76437.2
internal_weight=0 3.4754e+06 32511 6192 26319 7061 19258 191 5735 2747 1188 2988 1326 3091 19067 7451 11616 7006 1122 4610 943 5884 5181 719 169 144 927 179 908 124
internal_count=4318164 3475398 32511 6192 26319 7061 19258 191 5735 2747 1188 2988 1326 3091 19067 7451 11616 7006 1122 4610 943 5884 5181 719 169 144 927 179 908 124
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=31
num_cat=0
split_feature=0 0 6 3 5 3 3 1 1 1 3 5 1 5 1 4 4 3 2 2 5 5 5 5 5 3 2 5 4 5
split_gain=2.96935e+11 2.67329e+12 2.96502e+13 3.15846e+13 1.71583e+13 1.65179e+13 1.61461e+13 1.35337e+13 2.58781e+13 2.4412e+13 1.4625e+13 1.42615e+13 1.0454e+13 1.04426e+13 9.18774e+12 9.03684e+12 9.16016e+12 8.90682e+12 1.10446e+13 2.45955e+13 1.86346e+13 8.40075e+12 8.18557e+12 8.18063e+12 7.35254e+12 1.60895e+13 1.16806e+13 6.88628e+12 9.89645e+12 7.00434e+12
threshold=56.635684300000008 56.663136550000011 1.5000000000000002 9.5000000000000018 116.06000000000002 8.5000000000000018 7.5000000000000009 47.981192400000005 114.17164950000002 47.854228500000012 2.5000000000000004 76.730000000000018 43.048525950000005 84.030000000000015 60.628582700000003 2.5000000000000004 3.5000000000000004 6.5000000000000009 3.5000000000000004 1.5000000000000002 137.05000000000004 81.00500000000001 42.005000000000003 64.405000000000015 96.015000000000015 8.5000000000000018 5.5000000000000009 56.835000000000008 2.5000000000000004 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 7 6 -2 9 10 12 -9 -11 -4 -8 -12 21 24 18 19 -6 -20 -13 -5 -7 26 -26 -17 -10 -29 -30
right_child=1 -3 3 22 17 23 13 8 27 11 14 15 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-13.942263141498467 -10356.445764279249 26.895039473193556 -45437.8689819336 693.10985804966526 -67295.558729619574 -6515.12858188678 -36535.411398598582 3985.9958641303765 12224.46237216308 10287.928140897966 -17801.958473106482 42765.828156072443 1581.0137478299146 -107799.45176630435 -49335.173036728898 36846.678046459157 -3330.2391470772877 -69233.700506756766 7311.2643581081084 61350.33147321429 -96048.380018939395 -34167.307890625001 -11245.131226585785 8609.4439402074859 47118.085903930667 -37208.484732142861 87103.602702872988 -18661.619090183613 17706.104641633876 -4058.4510406117379
leaf_weight=3366502 410 934924 48 903 23 2032 194 182 779 5132 231 22 3182 23 154 182 56 37 37 42 33 40 1578 434 64 35 62 227 272 324
leaf_count=3366502 410 934924 48 903 23 2032 194 182 779 5132 231 22 3182 23 154 182 56 37 37 42 33 40 1578 434 64 35 62 227 272 324
internal_value=0 49.3207 1301.94 3305.79 5573.85 -7538.2 -22030.9 6064.25 -1012.74 7804.02 -19372.9 11801.4 882.281 -44088.7 -30415.2 28649.5 34168.6 -25766.3 -13853.1 15829.5 -41415.4 -6868.45 -6900.02 -3853.3 40290.9 17305.7 49616.9 5485.51 -893.153 5874.37
internal_weight=0 951662 16738 13645 11164 3093 627 10992 2169 8823 567 5593 3230 217 385 461 399 172 135 65 70 62 2481 2466 343 99 244 1602 823 596
internal_count=4318164 951662 16738 13645 11164 3093 627 10992 2169 8823 567 5593 3230 217 385 461 399 172 135 65 70 62 2481 2466 343 99 244 1602 823 596
is_linear=0
shrinkage=0.1


Tree=4240
num_leaves=31
num_cat=0
split_feature=0 0 3 5 5 3 5 1 1 5 4 5 4 5 5 1 2 2 2 3 3 2 4 5 5 5 3 5 2 5
split_gain=3.16711e+11 5.60151e+12 1.22166e+13 2.07029e+13 1.82539e+13 2.10328e+13 1.55687e+13 1.32735e+13 1.0651e+13 9.76809e+12 2.61198e+13 1.2728e+13 8.277e+12 2.65661e+13 2.40942e+13 8.16028e+12 9.80276e+12 1.02452e+13 9.1707e+12 8.12032e+12 1.24319e+13 1.101e+13 9.99637e+12 1.96878e+13 1.45166e+13 9.27354e+12 8.93208e+12 8.1758e+12 7.9298e+12 8.97973e+12
threshold=54.762542150000009 54.736324100000012 13.500000000000002 48.035000000000004 41.810000000000009 23.500000000000004 51.815000000000005 56.022377500000012 38.781124500000011 142.05000000000004 3.5000000000000004 137.05000000000004 3.5000000000000004 116.06000000000002 132.05000000000004 55.957851400000003 6.5000000000000009 11.500000000000002 3.5000000000000004 22.500000000000004 19.500000000000004 7.5000000000000009 2.5000000000000004 56.205000000000005 72.705000000000013 81.00500000000001 26.500000000000004 55.990000000000002 4.5000000000000009 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 8 -5 -7 -6 11 -11 -3 13 15 -14 16 18 -18 -8 20 28 -22 23 27 -24 26 -26 -21 29 -17
right_child=-2 2 3 6 5 7 12 -9 -10 10 -12 -13 14 -15 -16 19 17 -19 -20 22 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=18.094019814958852 -17.380471909917599 851.99983381420816 9526.3750419243061 54904.359103094372 -38688.101822916673 -41062.562428125006 -22981.494536690094 35359.492804687499 22167.71281243171 -114404.12230902778 298.26148958333334 65000.388886088716 31013.226523437505 119986.14166666668 -110685.33921875 27304.617974609377 -55208.711184082029 8744.2514467985729 58777.443577665443 14094.25100325825 5789.5278862847226 81760.848810096155 -45579.51848675272 62174.350043640137 57274.021514423075 -19520.497410534274 -8640.9821231617661 -40997.931960720489 9589.2444415509271 102717.89261718751
leaf_weight=1243442 3058474 13797 633 102 36 250 23 25 143 27 75 31 30 24 20 75 55 46 34 107 27 65 69 80 52 62 34 36 270 20
leaf_count=1243442 3058474 13797 633 102 36 250 23 25 143 27 75 31 30 24 20 75 55 46 34 107 27 65 69 80 52 62 34 36 270 20
internal_value=0 42.1991 1886.93 8608.86 -1448.25 -16749.9 17489.5 -34115.1 9928.55 768.378 -30064.1 995.809 14109.3 15952.4 -25666.2 13585.8 -7369.52 -26081.6 25787 17276.9 26612.9 59464.9 7580.24 22448.9 -7699.55 9960.71 31214.6 224.89 18332.3 43181.1
internal_weight=0 1.25969e+06 16248 2318 1087 454 1231 275 179 13930 102 13828 1129 1079 50 1055 158 101 57 897 457 92 440 223 217 148 86 143 365 95
internal_count=4318164 1259690 16248 2318 1087 454 1231 275 179 13930 102 13828 1129 1079 50 1055 158 101 57 897 457 92 440 223 217 148 86 143 365 95
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=31
num_cat=0
split_feature=4 0 3 5 1 1 5 2 5 0 3 0 2 5 5 5 1 0 1 3 1 3 1 2 1 5 0 5 5 5
split_gain=3.04336e+11 2.3585e+12 7.95703e+12 8.05201e+12 5.61852e+12 7.12514e+12 5.9045e+12 1.47998e+13 9.34017e+12 1.08785e+13 1.43302e+13 9.88241e+12 9.23975e+12 6.02838e+12 5.0779e+12 7.34546e+12 7.69875e+12 4.35622e+12 1.55633e+13 1.25016e+13 1.52583e+13 1.20492e+13 1.04132e+13 9.27375e+12 7.97859e+12 1.38062e+13 7.90758e+12 9.17492e+12 5.18963e+12 4.33033e+12
threshold=4.5000000000000009 59.990816400000007 17.500000000000004 75.750000000000014 30.243224600000001 30.207352000000004 123.15000000000002 2.5000000000000004 161.85000000000002 60.693675950000006 14.500000000000002 60.693675950000006 5.5000000000000009 101.05000000000001 114.05000000000001 92.035000000000011 53.664171200000006 59.950068600000009 30.362552800000003 6.5000000000000009 30.323743050000001 11.500000000000002 30.323743050000001 5.5000000000000009 30.305955500000003 137.05000000000004 59.963407450000012 120.05000000000001 150.04500000000004 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 -3 5 29 12 -8 9 10 -9 -10 14 -14 15 -6 -17 -2 19 22 21 -21 23 24 26 -26 27 -19 -29 -5
right_child=1 2 -4 4 6 -7 7 8 11 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.5341227940337143 500.52022242580443 65516.796679687504 49393.496417682931 -27385.52894345238 -35114.43262867647 75959.450520833343 -34916.009964622637 140410.87723721593 -57881.946875000001 320.38020833333337 23454.354921875001 28209.891679687502 -9526.1658447265636 -79945.113583669357 -44469.144312500001 34213.617884290543 -34389.917931547621 63046.083274147735 -86815.281812500005 41817.056107954551 -112055.39204545454 -65428.077890625005 44299.673360112036 -65225.389062500006 -77513.627640086212 13595.035596955129 75031.56837890626 -29256.791281250004 25149.177835648152 37631.563984375003
leaf_weight=4303792 13513 20 41 21 34 21 53 22 20 24 20 40 20 31 25 74 21 22 25 22 22 20 53 23 29 39 20 50 27 20
leaf_count=4303792 13513 20 41 21 34 21 53 22 20 24 20 40 20 31 25 74 21 22 25 22 22 20 53 23 29 39 20 50 27 20
internal_value=0 459.403 7158.49 3442.54 658.936 28591.7 -3851.04 9419.13 28068 54027.5 84717.3 -487.388 -15438.2 -52329.8 -3220.78 4773.09 19048.6 214.438 -10768 -4954.01 -44590.7 -9252.06 4691.42 -5304.95 2064.94 -25260.1 17679.3 6092.95 -10179.4 4330.13
internal_weight=0 14372 507 466 446 62 384 179 126 66 42 60 205 51 154 129 95 13865 352 327 64 42 263 210 187 68 119 99 77 41
internal_count=4318164 14372 507 466 446 62 384 179 126 66 42 60 205 51 154 129 95 13865 352 327 64 42 263 210 187 68 119 99 77 41
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=31
num_cat=0
split_feature=3 0 0 1 3 1 5 3 0 4 1 1 1 5 6 5 5 1 1 6 1 5 2 3 5 1 1 2 5 5
split_gain=2.9244e+11 5.16929e+12 1.80077e+13 2.43275e+13 2.66723e+13 2.51485e+13 2.00489e+13 1.95457e+13 1.7633e+13 3.6178e+13 3.80258e+13 7.61009e+13 5.79296e+13 3.74122e+13 3.43847e+13 6.00567e+13 4.17697e+13 3.32343e+13 4.97668e+13 3.71032e+13 3.57341e+13 3.2425e+13 3.08035e+13 2.98926e+13 2.6124e+13 2.75954e+13 4.10968e+13 4.47357e+13 2.57543e+13 2.55071e+13
threshold=23.500000000000004 59.882016200000002 59.896318000000008 30.434657650000002 24.500000000000004 30.410108300000001 40.605000000000011 24.500000000000004 59.820733200000006 3.5000000000000004 30.332994000000003 30.468306550000005 30.425002000000003 80.00500000000001 1.5000000000000002 75.015000000000015 71.00500000000001 30.578016350000002 30.332994000000003 1.5000000000000002 33.101335500000005 116.06000000000002 24.500000000000004 24.500000000000004 28.810000000000006 30.370618100000005 30.362552800000003 21.500000000000004 56.005000000000003 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 5 6 -3 -5 -7 17 10 -10 12 13 14 15 16 23 18 -2 28 -19 -11 24 -12 -16 26 -26 -28 -20 -21
right_child=1 2 -4 4 -6 7 -8 -9 9 21 11 -13 -14 -15 22 -17 -18 20 19 29 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-7.4573694210616726 23032.505538183868 -12363.620290374756 -453.08350898678276 -11594.568744761469 -4554.7651481247231 69560.328786355196 -46847.385629141296 -34457.161949018999 -4931.5850914720158 -85080.97809283089 -12743.71587683341 -2377.075777955974 54130.351801955425 39658.999508685949 -24326.607395995827 -115013.51258433948 44380.454785775044 41642.552339993992 -21771.617244591347 -5844.336753160329 177.33119109927361 14011.647280092593 -48417.849072265628 15845.804125084469 26448.832155108215 10073.395677773296 53117.868514229922 174221.59186698718 -61672.734120014095 -94800.497052556835
leaf_weight=3990478 359 128 52354 300 1007 101 349 22 2983 85 1011 3716 383 483 113 44 217 208 455 1388 259344 54 64 573 792 690 140 39 251 33
leaf_count=3990478 359 128 52354 300 1007 101 349 22 2983 85 1011 3716 383 483 113 44 217 208 455 1388 259344 54 64 573 792 690 140 39 251 33
internal_value=0 90.814 -800.768 -10346 -14743.2 18665.3 -30551.8 50955.6 267.748 4120.06 4746.66 8239.73 16912.4 13490.8 10059 415.021 3235.04 100.343 -11406.9 -17219.7 210.561 -46584.6 19739.7 -2401.67 22198.6 25363.8 36229.3 79503.6 -35957.4 -7910.17
internal_weight=0 327686 54261 1907 1656 251 649 123 273425 11387 11248 8265 4549 4166 3683 1845 1801 262038 2486 2127 259552 139 1838 1584 1774 1661 971 179 706 1421
internal_count=4318164 327686 54261 1907 1656 251 649 123 273425 11387 11248 8265 4549 4166 3683 1845 1801 262038 2486 2127 259552 139 1838 1584 1774 1661 971 179 706 1421
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=31
num_cat=0
split_feature=1 0 2 1 3 0 5 1 4 5 6 5 5 0 5 5 5 1 0 3 0 5 5 0 3 3 5 6 3 0
split_gain=3.29144e+11 3.12575e+12 1.86692e+13 1.84277e+13 2.52035e+13 6.63496e+13 5.68065e+13 3.28148e+13 2.49886e+13 3.86801e+13 2.70211e+13 2.2021e+13 4.25705e+13 2.66867e+13 2.62488e+13 2.20286e+13 2.14706e+13 1.86336e+13 1.55605e+13 1.35925e+13 1.53783e+13 1.28997e+13 1.40494e+13 1.91991e+13 1.26031e+13 2.46679e+13 1.31334e+13 1.25716e+13 1.23576e+13 1.2105e+13
threshold=30.332994000000003 59.950068600000009 1.5000000000000002 30.243224600000001 7.5000000000000009 59.990816400000007 51.015000000000008 30.305955500000003 2.5000000000000004 82.00500000000001 1.5000000000000002 107.05000000000001 99.555000000000021 60.017447350000005 132.05000000000004 71.715000000000018 90.015000000000015 30.315880100000005 59.982527000000012 2.5000000000000004 60.003414000000006 72.705000000000013 48.035000000000004 60.003414000000006 15.500000000000002 14.500000000000002 81.910000000000011 1.5000000000000002 5.5000000000000009 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 18 11 6 7 -6 10 -10 -8 12 15 -13 -15 -5 17 28 -3 20 -4 22 -7 -24 25 -20 -26 -9 -17 -1
right_child=-2 2 19 4 5 21 8 27 9 -11 -12 13 -14 14 -16 16 -18 -19 24 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=81.261150290647365 -6.6350600450650168 -43988.856752053289 -85675.037955729174 5707.459381249153 -64641.402923583984 1504.972135547323 77225.751047926693 24966.602594184031 -42864.713541666672 105122.42602796052 162892.12796737941 -43640.338690476194 -147945.78382812502 151938.30255208336 13197.056828125 -42746.698356876819 45034.20854334678 -97352.559978874371 3043.6175228195052 274.46205064696312 -13159.705431826105 -16168.969674890017 -32712.917463885617 31108.353202712369 -10124.1931864124 101021.07442908654 -79121.934759114578 96020.153627232154 32739.618063038793 -3440.0032074437968
leaf_weight=132685 4082379 78 33 922 40 654 104 225 33 38 57 21 20 30 25 86 31 49 2204 86514 257 206 53 426 343 26 30 28 29 10538
leaf_count=132685 4082379 78 33 922 40 654 104 225 33 38 57 21 20 30 25 86 31 49 2204 86514 257 206 53 426 343 26 30 28 29 10538
internal_value=0 114.879 567.786 6081.97 11362.6 18663.4 48794 19523.5 85760.5 36339.7 107555 143.453 -3340.04 52258.3 88874.1 -750.855 -31287.1 -45713.7 21.3703 202.012 -21411.5 6849.75 11035 24046.7 1340.16 4185.96 -15673.6 32830.2 -23711 -177.825
internal_weight=0 235785 92562 5758 3077 1864 525 293 232 71 161 1213 1137 76 55 1117 195 164 2681 86804 290 1339 1133 479 2603 2230 373 253 115 143223
internal_count=4318164 235785 92562 5758 3077 1864 525 293 232 71 161 1213 1137 76 55 1117 195 164 2681 86804 290 1339 1133 479 2603 2230 373 253 115 143223
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=31
num_cat=0
split_feature=3 5 4 3 2 2 5 1 0 1 5 5 0 0 1 2 0 1 1 4 1 2 1 0 1 2 3 0 3 1
split_gain=3.23172e+11 3.66812e+12 7.70907e+12 5.65662e+12 2.62247e+13 1.86743e+13 1.47458e+13 2.74351e+13 2.56713e+13 2.47849e+13 3.64785e+13 1.83949e+13 1.31636e+13 1.25872e+13 1.47928e+13 7.5969e+12 7.34984e+12 2.04225e+13 5.80131e+12 5.55717e+12 1.43196e+13 7.28354e+12 2.3369e+13 1.16483e+13 1.11268e+13 9.79502e+12 7.61675e+12 1.01847e+13 1.6381e+13 1.6276e+13
threshold=19.500000000000004 137.05000000000004 1.0000000180025095e-35 21.500000000000004 8.5000000000000018 6.5000000000000009 161.85000000000002 39.027779200000005 55.002082750000007 37.889331900000009 177.02500000000003 150.04500000000004 55.664473600000008 56.819808050000006 39.767857750000005 15.500000000000002 55.050600750000008 39.704585000000002 39.899261850000009 2.5000000000000004 60.55755580000001 13.500000000000002 82.926290250000008 45.022371150000005 65.520339550000017 21.500000000000004 23.500000000000004 56.838612000000005 24.500000000000004 37.832345550000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 13 7 12 15 -8 18 -10 -6 14 -4 -9 17 -12 -11 20 -5 22 23 -21 26 -23 -25 29 -29 -28
right_child=1 2 3 19 6 -7 9 8 11 10 16 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 25 -24 24 -26 -27 27 28 -30 -31
leaf_value=9.9848589870606688 -93.910635968374663 -35136.296079101565 62945.621834309903 47349.167340244399 -77212.545262096784 130678.16479424371 79997.408035714296 152367.99717261907 -38204.586305147059 -143806.41263020833 -23761.634072730656 82657.657656249998 20315.846515625002 94933.117255434787 -44954.645413773149 71501.087560096159 -47036.546118164064 93463.976086956522 -71835.987518601192 -79600.156195068368 -32090.942224121096 16290.186615463679 93587.992791193188 -18718.668859812631 -67847.904114583333 -1486.6277077026368 100335.46845238096 9446.9437326204988 -76905.380020926343 7813.9575084781172
leaf_weight=3810546 505106 50 24 78 31 27 21 21 34 24 42 20 25 23 27 26 24 23 21 24 32 506 22 241 30 800 21 59 35 201
leaf_count=3810546 505106 50 24 78 31 27 21 21 34 24 42 20 25 23 27 26 24 23 21 24 32 506 22 241 30 800 21 59 35 201
internal_value=0 -74.9535 3736.89 4526.35 15202.9 59492 865.713 22466.6 53593.6 -21013.9 -36844.1 6559.21 -33673.1 33518.7 5821.95 107633 256.244 17718.2 -110220 2374.37 24239.3 1133.97 -7669.47 -11315.4 -8523.52 5400.87 -5328.31 4883.96 -22705.5 16566
internal_weight=0 507618 2512 2462 413 101 312 157 101 155 134 54 56 74 51 47 89 65 45 2049 110 1939 633 611 587 1306 557 316 94 222
internal_count=4318164 507618 2512 2462 413 101 312 157 101 155 134 54 56 74 51 47 89 65 45 2049 110 1939 633 611 587 1306 557 316 94 222
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=31
num_cat=0
split_feature=3 5 1 1 5 0 0 0 5 4 0 4 0 0 1 1 1 6 5 5 5 5 0 0 0 0 1 1 0 5
split_gain=3.06054e+11 1.73301e+12 4.57242e+12 6.42382e+12 5.32062e+12 4.99031e+12 4.73998e+12 9.31756e+12 6.55565e+12 1.50589e+13 9.58041e+12 6.09301e+12 5.47724e+12 1.89597e+13 8.64897e+12 1.09617e+13 1.35609e+13 1.13176e+13 7.44339e+12 1.54885e+13 4.8534e+12 4.31589e+12 3.98808e+12 8.93248e+12 8.21098e+12 1.23346e+13 6.31015e+12 5.44997e+12 4.75464e+12 1.21729e+13
threshold=2.5000000000000004 101.05000000000001 30.346469350000003 30.278357500000002 125.85000000000001 57.692655200000004 57.057093650000006 57.178027650000011 177.02500000000003 4.5000000000000009 60.693675950000006 3.5000000000000004 55.777112100000004 55.734663800000007 37.362912300000012 37.889331900000009 38.911476500000006 1.5000000000000002 105.35000000000001 118.33500000000002 109.05000000000001 142.05000000000004 55.619594000000006 55.349623500000007 55.212972300000011 55.173809400000003 38.096381250000007 37.66934650000001 55.010031850000011 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 12 11 9 20 -10 -8 13 22 -14 -16 -17 -18 -19 -20 -9 -22 23 24 25 27 -25 -4 -29 -30
right_child=-2 2 6 -5 5 -7 7 8 10 -11 -12 -13 14 -15 15 16 17 18 19 -21 21 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=101.14714629187949 -4.3652538442082367 -37871.179762961649 -19891.092573178492 -63893.218546195654 -15024.865073529414 40450.515165070567 94559.265056818185 29026.287967469267 -42350.441343750004 78910.898413825766 36838.019815340915 20947.577479619566 37990.496286010741 86998.308767361115 -81487.191210937512 57553.845718149038 -82156.765656250005 35118.108268229167 -83714.16723958333 -3380.2879915364583 -14054.777103794644 32177.192687500003 -27145.754021661935 88520.702578124998 -53625.166030649038 81070.502109375011 16005.458437500001 4697.8432243624775 16699.926471656978 -60450.337059294878
leaf_weight=110359 4205107 33 106 23 34 31 22 61 50 33 22 23 32 27 24 26 25 30 30 120 105 25 44 20 26 20 30 1594 43 39
leaf_count=110359 4205107 33 106 23 34 31 22 61 50 33 22 23 32 27 24 26 25 30 30 120 105 25 44 20 26 20 30 1594 43 39
internal_value=0 162.364 2666.37 -16332 -5169.68 11432.6 3558.42 14540.6 8095.46 16532.8 -18154 56935.5 1883.58 3782.82 -11014 -17163.6 -10480.7 -19109.4 -10352.9 -19447.1 5755.4 -5164.01 2613.82 3311.06 2170.46 2975.5 45011.6 2099.01 3489.79 -19993.5
internal_weight=0 113057 2698 121 98 65 2577 341 296 224 72 45 2236 1949 287 255 231 205 180 150 191 130 1922 1878 1828 1802 50 1782 1676 82
internal_count=4318164 113057 2698 121 98 65 2577 341 296 224 72 45 2236 1949 287 255 231 205 180 150 191 130 1922 1878 1828 1802 50 1782 1676 82
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=31
num_cat=0
split_feature=5 1 1 0 2 0 3 3 6 3 2 5 4 5 2 2 5 0 2 6 5 5 5 3 5 5 2 2 1 3
split_gain=3.2229e+11 3.24072e+12 9.83713e+12 3.49496e+13 2.12392e+13 1.59661e+13 1.5506e+13 1.49609e+13 3.34284e+13 3.30408e+13 2.02169e+13 1.71938e+13 3.32328e+13 5.18217e+13 1.64554e+13 2.14777e+13 1.49145e+13 1.26197e+13 1.19631e+13 1.04423e+13 1.61756e+13 1.59619e+13 3.84994e+13 3.15896e+13 1.53897e+13 1.42382e+13 1.33345e+13 1.31316e+13 8.76282e+12 7.9516e+12
threshold=98.020000000000024 65.58467570000002 65.551978750000004 57.131524800000008 12.500000000000002 57.178027650000011 14.500000000000002 9.5000000000000018 1.5000000000000002 5.5000000000000009 1.5000000000000002 118.33500000000002 3.5000000000000004 112.04500000000002 3.5000000000000004 7.5000000000000009 137.05000000000004 57.117834900000013 7.5000000000000009 1.5000000000000002 101.05000000000001 114.05000000000001 132.05000000000004 10.500000000000002 120.05000000000001 110.05000000000001 6.5000000000000009 7.5000000000000009 65.565203050000022 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 8 -4 -10 -9 12 13 28 16 -16 -13 -8 29 20 -12 25 23 24 -23 -21 -25 -24 -11 -7
right_child=1 -3 3 5 -6 18 17 10 9 11 19 14 -14 -15 15 -17 -18 -19 -20 21 -22 22 27 26 -26 -27 -28 -29 -30 -31
leaf_value=4.9170921121576692 -47.534665561470618 -1121.9203641776717 -51442.515022786458 -216.91590865631224 -37429.442793642243 -54585.071039870687 135059.95989583334 -78637.756770833337 -58148.502375000011 92413.032578125014 89519.398686079541 13158.292663043479 10881.669610737647 192631.96662234043 -78421.803729248044 55361.964192708343 124739.41553125001 42405.421372767858 -76131.091677295917 6096.5863629210235 4709.5178880774465 68995.656596317989 -59194.798297991074 -40711.816589355469 174807.69643554688 -50710.897983870971 62654.839453125001 16312.898161764706 11624.477560950971 11480.854767219389
leaf_weight=4182669 105689 27456 36 1267 58 29 21 24 25 25 44 23 43 47 24 24 25 49 49 153 46 27 42 24 28 62 26 51 29 49
leaf_count=4182669 105689 27456 36 1267 58 29 21 24 25 25 44 23 43 47 24 24 25 49 49 153 46 27 42 24 28 62 26 51 29 49
internal_value=0 -151.788 94.7516 6493.94 21220.1 -3605.21 25008.2 21187.4 38973.7 51256.7 11028.7 62653.1 84507.3 115853 29871.8 -11529.9 71273.5 70201.8 -37408.1 15307 46172.1 8580.92 29066.8 70566.1 122864 -10285.1 13038.8 -17787.4 49026.6 -13082.1
internal_weight=0 135495 108039 2350 956 1394 898 828 301 265 527 240 144 101 96 48 48 70 127 503 90 413 198 105 55 215 50 93 54 78
internal_count=4318164 135495 108039 2350 956 1394 898 828 301 265 527 240 144 101 96 48 48 70 127 503 90 413 198 105 55 215 50 93 54 78
is_linear=0
shrinkage=0.1


Tree=4247
num_leaves=31
num_cat=0
split_feature=4 1 1 0 2 5 0 5 3 5 0 0 0 5 2 2 1 0 5 2 5 1 5 1 5 5 0 1 0 0
split_gain=2.95498e+11 5.34756e+12 7.07797e+12 6.22369e+12 7.09724e+12 7.03219e+12 9.45625e+12 5.8451e+12 5.57182e+12 4.85365e+12 4.78044e+12 8.29782e+12 4.62133e+12 4.27198e+12 4.57126e+12 3.854e+12 3.73302e+12 5.49565e+12 7.92073e+12 5.18575e+12 6.10633e+12 4.98212e+12 6.77653e+12 4.93595e+12 1.21137e+13 5.49566e+12 5.50193e+12 5.27421e+12 8.69499e+12 1.10217e+13
threshold=1.0000000180025095e-35 82.964402850000013 82.970752000000019 54.943649450000002 5.5000000000000009 102.01000000000001 55.046835900000012 33.005000000000003 24.500000000000004 39.005000000000003 54.947152850000002 54.947737500000009 55.07108800000001 24.010000000000002 1.5000000000000002 24.500000000000004 30.102666750000001 60.063729500000008 33.805000000000007 4.5000000000000009 60.005000000000003 30.160599000000001 25.005000000000006 30.207352000000004 38.455000000000005 27.010000000000002 59.990816400000007 30.226173900000003 59.982527000000012 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 7 8 12 -7 -3 9 10 -5 -12 15 -10 -15 -6 17 19 -19 20 -1 22 -18 24 25 -23 -27 -25 29 -29
right_child=-2 2 -4 4 5 6 -8 -9 13 -11 11 -13 -14 14 -16 -17 21 18 -20 -21 -22 23 -24 27 -26 26 -28 28 -30 -31
leaf_value=15740.26159620285 -6.405612613758926 11056.491027402639 412.19278784154841 -4645.3940164678579 6688.6709074270011 -75674.404817708346 1758.2330417798912 -8129.1450512136216 -33709.485696897646 6414.9617638468262 38009.503492242518 1906.6980810190178 50907.464510091144 -32116.294426081731 1114.3333341250866 42644.587968750006 -377.11501134519858 2311.0319296875 -69692.274218749997 2479.9012948242753 71832.204761904766 11285.411122469261 -19404.250327802521 -6268.1017117334623 80195.339517489352 753.05957906869753 -33446.948480113635 -350.11144811621517 2961.2576548895354 -12577.959531698085
leaf_weight=256 4073891 199 80332 1322 4722 24 46 786 69 1482 71 616 24 52 203 30 449 50 22 434 21 578 321 1462 22 325 55 141493 8066 741
leaf_count=256 4073891 199 80332 1322 4722 24 46 786 69 1482 71 616 24 52 203 30 449 50 22 434 21 578 321 1462 22 325 55 141493 8066 741
internal_value=0 106.83 719.53 3279.04 4135.65 6675.55 -24790.1 -4253.06 909.35 2073.61 -1128.92 5637.85 7136.73 -11635.2 -5662.11 6915.67 -250.469 6636.76 -19690 9302.76 19992.7 -285.598 -8309.21 -245.149 6829.01 5144.19 -4196.94 -290.831 -232.689 -413.815
internal_weight=0 244273 89978 9646 8661 4846 70 985 3815 3491 2009 687 4776 324 255 4752 154295 783 72 711 277 153512 770 152742 980 958 380 151762 150300 142234
internal_count=4318164 244273 89978 9646 8661 4846 70 985 3815 3491 2009 687 4776 324 255 4752 154295 783 72 711 277 153512 770 152742 980 958 380 151762 150300 142234
is_linear=0
shrinkage=0.1


Tree=4248
num_leaves=31
num_cat=0
split_feature=5 5 0 3 1 3 4 3 1 1 3 1 1 0 0 6 0 2 3 0 0 6 1 2 3 0 2 0 0 2
split_gain=3.04367e+11 7.75598e+12 1.60142e+13 8.67605e+12 9.27176e+12 8.96309e+12 6.0766e+12 6.57762e+12 1.13765e+13 6.87876e+12 7.61098e+12 1.57816e+13 1.17517e+13 5.66518e+12 5.20566e+12 4.58153e+12 4.20141e+12 3.92253e+12 5.54308e+12 7.77948e+12 7.17213e+12 3.80742e+12 3.65983e+12 3.65762e+12 3.37781e+12 4.73253e+12 2.75371e+12 2.66154e+12 4.14787e+12 3.73697e+12
threshold=29.985000000000003 29.050000000000004 43.592450450000008 4.5000000000000009 43.048525950000005 8.5000000000000018 2.5000000000000004 24.500000000000004 30.332994000000003 37.098288800000006 23.500000000000004 37.533784800000006 37.516458750000005 59.939091550000008 43.465905150000005 1.5000000000000002 57.131524800000008 6.5000000000000009 15.500000000000002 59.916647550000008 59.904813200000007 1.5000000000000002 30.278357500000002 8.5000000000000018 31.500000000000004 55.851332700000007 15.500000000000002 54.943968150000011 55.924336300000007 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 14 7 9 15 17 16 12 -12 -8 -5 -9 -11 -4 20 21 -19 -20 -22 -21 27 -26 -25 29 -29 -10
right_child=-2 2 6 4 -6 -7 13 8 24 10 11 -13 -14 -15 -16 -17 -18 18 19 23 22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=-45.215146348579076 -6.5311608844415039 32.89373046875 10559.487458334077 128619.64350585938 299.69176432291664 26842.769443044359 10901.434569408277 -15206.746882812502 26712.086267903647 2268.5197782534733 -22031.870221173322 4503.3649271150916 -119304.19347826087 67717.126532451934 61275.481178977272 -71256.920415736604 -3401.6904649787666 11838.819209983132 5144.3498993646535 -8253.4809385718381 4589.3864477539064 -19738.381120064336 -23722.912365419077 31645.4830886657 58344.960639880948 -5481.3073768028844 10297.167158460115 -12515.941897375607 1871.5770644211188 -2527.2300850246265
leaf_weight=229327 4071751 50 1424 24 27 31 54 25 60 11704 27 82 23 26 22 35 1471 132 168 41 60 97 191 166 21 26 95 515 328 161
leaf_count=229327 4071751 50 1424 24 27 31 54 25 60 11704 27 82 23 26 22 35 1471 132 168 41 60 97 191 166 21 26 95 515 328 161
internal_value=0 107.922 2163.31 34264.9 50722.6 68403.3 1871.34 1740.81 -5488.83 2280.7 1396.05 -22496.8 -66777.1 29366.5 96411.6 -47902.7 1635.44 7239.4 2262.77 8540.77 -7031.3 -3963.67 -16955 19513.2 -3198.26 23036.8 23875 -4357.14 -6917.95 5411.05
internal_weight=0 246413 17086 154 104 77 16932 16852 1171 15681 13307 132 50 80 46 60 13175 2374 950 567 383 265 251 302 1111 47 261 1064 843 221
internal_count=4318164 246413 17086 154 104 77 16932 16852 1171 15681 13307 132 50 80 46 60 13175 2374 950 567 383 265 251 302 1111 47 261 1064 843 221
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 6 5 5 5 2 0 0 5 1 1 0 5 0 5 5 1 0 1 1 0 1 1 5 6 0
split_gain=3.11013e+11 4.46268e+12 4.98319e+13 2.34661e+13 2.20574e+13 2.01671e+13 3.019e+13 1.54521e+13 1.37786e+13 1.14878e+13 1.01352e+13 2.51379e+13 1.6379e+13 1.5881e+13 4.31961e+13 4.34244e+13 2.57504e+13 2.73926e+13 2.26092e+13 1.86127e+13 1.69745e+13 2.59682e+13 2.31108e+13 1.53953e+13 2.0644e+13 1.87951e+13 1.65907e+13 1.82217e+13 1.83707e+13 1.52996e+13
threshold=23.500000000000004 54.99493995000001 54.990279300000005 82.897133550000021 54.978840000000005 1.5000000000000002 88.015000000000015 87.395000000000024 74.010000000000005 1.5000000000000002 47.222459950000008 47.208883950000008 37.005000000000003 39.071052600000009 39.041623000000008 45.005863250000004 43.605000000000011 44.998833400000002 86.02500000000002 40.905000000000008 39.080602550000002 45.029420750000007 39.143775600000005 39.032393150000004 45.063245200000004 39.036172050000012 38.950530550000003 63.855000000000011 1.5000000000000002 45.013473000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 6 7 9 -7 -6 11 12 -2 14 23 -16 17 19 -18 -15 21 -20 -22 24 -14 -25 27 28 -26 -17
right_child=1 -3 3 -5 5 8 -8 -9 -10 -11 -12 -13 13 16 15 29 18 -19 20 -21 22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-7.6905290235608437 -5651.4174364010469 286.39470492666919 72268.607254464281 -20125.02523420316 -40813.487035472972 -25054.605013741013 -51328.436492300731 64730.799004836314 44119.226136363635 15521.596784697957 -1661.0755499809923 9094.9240644776728 2904.7591701099295 3687.770211389563 -20857.955413028885 34117.861914861096 -11531.636441437448 1337.8731961315825 85634.166235351571 62380.255599447846 -30289.991064453126 -38512.777921195659 22373.325622666624 -19572.191474757532 11105.58085483285 -731.61082473315219 -17018.504082068084 47786.743715659344 -80931.772844827588 13672.500225193642
leaf_weight=3990478 4558 257457 28 1506 37 226 69 63 33 1669 36265 3272 10175 91 345 428 3222 1703 63 133 132 23 226 826 86 1475 928 91 29 2527
leaf_count=3990478 4558 257457 28 1506 37 226 69 63 33 1669 36265 3272 10175 91 345 428 3222 1703 63 133 132 23 226 826 86 1475 928 91 29 2527
internal_value=0 93.6533 -612.93 -18438.6 -214.873 9883.37 13564.6 16095.8 -16241 14299.8 -532.84 816.036 -184.981 922.25 2450.06 12714.2 -3696.96 5661.94 -8616.39 38536.4 12538.9 52432.1 2955.57 -38.6739 1478.42 -7494.9 -11319.7 14352.7 -12103.8 16633.8
internal_weight=0 327686 70229 1534 68695 2097 1838 1769 259 1706 66598 30333 27061 22503 16910 3300 5593 1927 3666 224 444 86 358 13610 11309 2301 1134 206 115 2955
internal_count=4318164 327686 70229 1534 68695 2097 1838 1769 259 1706 66598 30333 27061 22503 16910 3300 5593 1927 3666 224 444 86 358 13610 11309 2301 1134 206 115 2955
is_linear=0
shrinkage=0.1


Tree=4250
num_leaves=31
num_cat=0
split_feature=3 0 0 5 4 5 4 5 5 5 1 6 1 2 2 1 1 3 1 1 0 3 5 3 2 2 2 1 1 1
split_gain=3.21233e+11 1.93946e+12 6.89718e+12 3.38459e+12 2.03929e+12 3.89312e+12 2.04886e+12 2.75619e+12 2.03311e+12 9.72984e+12 8.90706e+12 7.40077e+12 1.38417e+13 1.05532e+13 7.94842e+12 7.62793e+12 9.92662e+12 9.21085e+12 2.09487e+13 1.76243e+13 1.22739e+13 8.41207e+12 5.97997e+12 9.81148e+12 8.31029e+12 8.51005e+12 7.42377e+12 6.47734e+12 5.63457e+12 1.42679e+13
threshold=28.500000000000004 59.882016200000002 59.853570100000006 89.00500000000001 2.5000000000000004 58.755000000000003 1.5000000000000002 28.810000000000006 56.835000000000008 53.995000000000012 60.611165000000007 1.5000000000000002 37.542000650000013 9.5000000000000018 22.500000000000004 37.767735350000002 37.726745000000001 30.500000000000004 37.475443250000005 37.642309100000013 55.755036050000008 29.500000000000004 57.995000000000012 29.500000000000004 18.500000000000004 14.500000000000002 15.500000000000002 37.342273500000012 37.620907050000007 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 7 -3 9 -2 11 15 13 -13 -15 16 17 18 -11 -19 -20 -17 23 -10 25 28 -27 -26 -25 -30
right_child=1 3 -4 -5 -6 -7 -8 -9 22 10 -12 12 -14 14 -16 21 -18 19 20 -21 -22 -23 -24 24 27 26 -28 -29 29 -31
leaf_value=2.4610950980783919 -322.34144916658306 30913.405554917281 -53963.137565104167 -19707.541059570314 28846.902766927084 -32749.410937500001 29341.64513711735 -1401.0002520027808 40760.20250499637 45969.751358309666 24092.435263551313 100306.91590909091 -9565.8852310719212 -15795.29140625 63339.998588423296 -40341.712374441966 -66948.348987458885 -14019.42198735734 -122449.19875000001 66568.620256696435 -40342.573471023788 7865.5939245791833 53.062356040225623 17484.432369000348 24342.456300128877 87308.181385216361 24220.048789654356 -11287.117451672677 -83210.617684659097 8104.2391162426447
leaf_weight=4283289 17706 34 24 40 54 22 49 118 86 22 81 22 170 30 22 42 38 881 25 28 67 262 14307 181 61 26 66 312 22 77
leaf_count=4283289 17706 34 24 40 54 22 49 118 86 22 81 22 170 30 22 42 38 881 25 28 67 262 14307 181 61 26 66 312 22 77
internal_value=0 -302.268 -373.691 7483.98 11410.6 7188.3 11559.6 5827.22 -336.448 -1014.3 -8263.89 -9892.77 6148.25 42248.3 17685 -12760.2 -16761.6 -14897.4 -41691.6 -11537.1 -62654.2 1205.37 532.069 8778.94 5087.14 15662.9 42049.3 -5460.3 6993.13 -12188
internal_weight=0 34875 34558 317 277 223 201 152 34534 19396 1690 1609 244 74 52 1365 1061 1023 114 909 92 304 15138 831 745 372 92 373 280 99
internal_count=4318164 34875 34558 317 277 223 201 152 34534 19396 1690 1609 244 74 52 1365 1061 1023 114 909 92 304 15138 831 745 372 92 373 280 99
is_linear=0
shrinkage=0.1


Tree=4251
num_leaves=31
num_cat=0
split_feature=0 0 3 0 3 1 1 3 5 1 5 1 3 1 5 3 0 6 0 3 3 3 5 3 1 5 5 3 3 0
split_gain=3.00121e+11 4.98471e+12 3.23078e+13 2.47321e+13 2.0167e+13 2.84792e+13 3.89184e+13 1.86143e+13 1.78258e+13 1.70191e+13 1.93998e+13 1.54525e+13 1.56299e+13 1.45411e+13 5.02188e+13 4.35638e+13 3.41437e+13 5.37808e+13 5.80208e+13 5.2059e+13 3.76117e+13 2.97634e+13 2.5539e+13 2.3449e+13 3.41259e+13 2.2608e+13 2.41926e+13 2.01442e+13 2.24094e+13 2.00346e+13
threshold=54.762542150000009 53.973051950000006 5.5000000000000009 54.194619400000008 9.5000000000000018 45.148007750000012 37.66934650000001 7.5000000000000009 70.00500000000001 54.845880150000006 43.605000000000011 37.615058950000012 23.500000000000004 55.957851400000003 85.020000000000024 11.500000000000002 54.725565150000001 1.5000000000000002 54.736324100000012 9.5000000000000018 9.5000000000000018 26.500000000000004 50.410000000000004 12.500000000000002 55.912026600000011 120.05000000000001 118.33500000000002 7.5000000000000009 9.5000000000000018 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -8 -5 -11 -6 -13 14 16 27 23 20 19 -19 -18 -22 -21 -12 -25 26 -15 -16 -29 -17
right_child=-2 2 3 9 11 -7 8 -9 -10 10 13 12 -14 25 15 29 17 18 -20 22 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-22.373513895474677 -16.919145849074592 -1528.5446371449839 98829.89171195653 -96.309474221463418 35976.299585953377 6863.7455631830744 -25016.886738618588 5471.9367545137438 -80496.935794659526 43.557183790828894 11037.902172612909 9639.2046698044705 75810.790017361112 3651.7807242477234 170524.71260230656 62143.780650592678 -38718.684249060847 17519.061063412122 37652.985143115853 -6184.4482157144203 16773.056426987307 -18624.404015125951 -50956.499955716106 25421.464926424895 102803.58867833755 -27693.98233768858 113736.5334765625 14889.010937500001 94358.373552734382 8284.0086675023322
leaf_weight=1143357 3058474 42580 23 37391 246 2277 427 299 67 11883 1413 4219 36 10831 21 87 155 197 158 166 1875 272 548 352 68 232 20 55 100 335
leaf_count=1143357 3058474 42580 23 37391 246 2277 427 299 67 11883 1413 4219 36 10831 21 87 155 197 158 166 1875 272 548 352 68 232 20 55 100 335
internal_value=0 41.079 664.71 1930.95 7336 1119.44 -14909.7 12140.4 -32541.5 1310.53 3139.06 11607.9 10199.1 5317.56 9373.47 36818.4 6219.72 246.779 -18288.5 -27990.7 8854.15 12288.6 -40547.3 17204.3 37950 3194.28 3854.68 78612.2 66159.6 19387.8
internal_weight=0 1.25969e+06 116333 73753 7594 3093 816 322 494 66159 28768 4501 4255 16885 5802 598 5204 3371 1069 911 2302 2147 714 1833 420 11083 10851 176 155 422
internal_count=4318164 1259690 116333 73753 7594 3093 816 322 494 66159 28768 4501 4255 16885 5802 598 5204 3371 1069 911 2302 2147 714 1833 420 11083 10851 176 155 422
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=31
num_cat=0
split_feature=5 5 1 1 4 0 0 3 1 6 0 0 3 0 1 1 3 0 5 0 2 0 3 1 6 5 0 0 0 1
split_gain=3.22457e+11 3.56039e+12 1.32391e+13 1.04888e+13 1.66059e+13 2.48971e+13 1.88518e+13 1.59568e+13 6.30503e+13 1.60433e+13 1.13696e+13 1.57451e+13 1.02418e+13 9.03273e+12 1.97981e+13 9.36345e+12 1.8952e+13 1.39998e+13 1.12598e+13 3.01095e+13 1.02828e+13 8.56861e+12 1.00232e+13 8.60837e+12 8.45925e+12 1.90845e+13 1.58599e+13 3.5208e+13 1.76572e+13 1.3352e+13
threshold=39.005000000000003 38.610000000000007 20.507360500000004 37.832345550000007 1.0000000180025095e-35 55.68356880000001 55.87722990000001 21.500000000000004 37.914142000000005 1.5000000000000002 55.762622900000004 55.695992150000002 13.500000000000002 43.592450450000008 39.739656000000004 82.95335685000002 20.500000000000004 55.030402950000003 38.905000000000008 55.002082750000007 12.500000000000002 55.061033200000004 16.500000000000004 82.967723800000016 1.5000000000000002 38.905000000000008 55.751981950000008 55.68356880000001 55.793358600000012 37.642309100000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 -4 -7 13 9 -9 11 -11 -3 14 -5 -15 17 18 19 -17 -18 22 23 -19 25 26 27 -6 -28 -30
right_child=-2 2 3 7 24 6 -8 8 -10 10 -12 -13 -14 15 -16 16 20 21 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=2.1164290001029382 -16.896986074408421 29905.00619917742 -11752.953201844262 -57762.541579861114 229.01362398788811 155057.27023809525 40710.252821018388 135573.3790201823 5396.3888734258398 25348.95988451087 8980.7203491210948 138933.65504807694 -17340.203398350306 2003.2699219497631 -3659.8861700588322 -1935.6535859919777 -88724.482360197377 71535.414733886719 -1378.6375348060601 -44993.30477899775 -2817.5313387784095 1925.4050957271452 -9390.0927599126644 18200.027294165786 -3122.2397713161226 8333.0601061584584 -41150.915037706167 67307.004693733383 -2838.559861782192 -31585.712012695312
leaf_weight=1127390 3123815 254 61 81 467 21 46 36 3483 23 32 26 56 31247 410 605 38 32 10591 222 22 1301 132 557 12326 2372 144 94 2105 175
leaf_count=1127390 3123815 254 61 81 467 21 46 36 3483 23 32 26 56 31247 410 605 38 32 10591 222 22 1301 132 557 12326 2372 144 94 2105 175
internal_value=0 44.194 752.655 656.757 -1420.55 34468.3 76550.4 1414.34 7821.93 80028.4 55341.8 85618.4 21370.4 904.43 -12585.2 1052.45 -1148.31 -897.971 -2256.15 -13494.1 -57225.3 6771.52 15516 21097.7 -1680.33 1637.38 -3683.28 11468.5 -7189.93 -5045.03
internal_weight=0 1.19435e+06 66959 66649 17811 128 67 48838 3600 117 81 49 310 45238 491 44747 13500 13440 11418 827 60 2022 721 589 17683 5357 2985 561 2424 2280
internal_count=4318164 1194349 66959 66649 17811 128 67 48838 3600 117 81 49 310 45238 491 44747 13500 13440 11418 827 60 2022 721 589 17683 5357 2985 561 2424 2280
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=31
num_cat=0
split_feature=3 0 2 5 5 5 2 3 1 0 0 5 1 1 4 5 3 5 1 5 5 2 5 1 1 5 3 3 3 2
split_gain=3.28705e+11 3.13586e+12 6.87771e+12 1.60649e+13 3.94992e+13 2.5658e+13 1.51234e+13 1.16414e+13 1.0295e+13 1.21221e+13 6.61503e+12 1.81862e+13 1.33294e+13 3.31114e+13 2.99103e+13 3.21383e+13 4.43452e+13 4.27569e+13 3.14839e+13 2.58729e+13 2.09821e+13 1.67573e+13 5.96667e+13 3.25379e+13 1.86571e+13 1.5247e+13 3.63711e+13 4.14293e+13 2.8112e+13 3.21255e+13
threshold=10.500000000000002 43.592450450000008 17.500000000000004 81.910000000000011 72.705000000000013 95.020000000000024 20.500000000000004 22.500000000000004 39.726951800000002 43.465905150000005 44.226894250000008 13.050000000000002 39.753614400000011 42.09605220000001 2.5000000000000004 84.030000000000015 15.500000000000002 87.395000000000024 39.714575750000009 81.910000000000011 70.50500000000001 2.5000000000000004 79.730000000000018 39.718803500000007 39.718803500000007 63.855000000000011 11.500000000000002 13.500000000000002 22.500000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 8 -7 -10 11 -3 14 -14 15 19 -17 -18 -19 25 -15 22 24 -24 -16 -13 -27 -28 -29 -30
right_child=1 10 3 5 -6 7 -8 -9 9 -11 -12 12 13 20 21 16 17 18 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=21.480517854931474 1718.7582667364231 -93662.581818181832 -22611.889415925471 -109552.76469594595 139229.17811523439 -84456.921428571441 47146.666834757882 31483.328443667764 -66866.794062500005 35849.913317418985 -34.385817161347049 -1952.5568541859452 -22817.000383671399 9765.4491432943778 83045.665159254815 -45756.223593750008 207948.79352361508 -22786.787255859377 122412.93091517857 -118070.14593750001 -16639.41736522564 11184.2658666099 56408.025537109381 -91202.100927734384 211514.96570312502 61779.917698759193 -65999.217012919005 7310.8559112548828 -99318.228488685345 38248.197794596359
leaf_weight=2688514 14949 22 153 37 20 28 39 38 20 27 1606029 4177 998 921 26 35 22 32 28 20 447 902 32 28 20 51 179 288 58 24
leaf_count=2688514 14949 22 153 37 20 28 39 38 20 27 1606029 4177 998 921 26 35 22 32 28 20 447 902 32 28 20 51 179 288 58 24
internal_value=0 -35.4375 1388.94 -12230.9 5489.08 -37275.1 -8442.18 -13609 -36455.8 -7859.32 -48.9469 -2863.08 -2622.06 -8966.7 -87.2016 -3305.96 48476.8 88698.3 44973.1 -4568.96 1137.54 15604.3 53215.9 -12476.7 138902 -4093.76 -19000.1 -26504.3 -7397.23 -59054.9
internal_weight=0 1.62965e+06 15311 362 212 150 192 113 75 47 1.61434e+06 8310 8288 2366 5922 4914 117 82 60 4797 1368 1008 106 60 46 4777 600 549 370 82
internal_count=4318164 1629650 15311 362 212 150 192 113 75 47 1614339 8310 8288 2366 5922 4914 117 82 60 4797 1368 1008 106 60 46 4777 600 549 370 82
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=31
num_cat=0
split_feature=5 5 4 3 1 3 3 3 4 0 0 0 0 1 1 0 1 3 2 1 1 1 1 2 1 1 0 2 1 0
split_gain=3.09166e+11 2.13531e+12 5.14712e+12 5.37536e+12 6.32801e+12 3.31647e+12 3.01033e+12 2.82145e+12 4.10654e+12 1.688e+13 2.80775e+12 1.0799e+13 2.67096e+12 4.36631e+12 3.84179e+12 3.05926e+12 2.58599e+12 3.3218e+12 3.8972e+12 3.93196e+12 4.74284e+12 4.19428e+12 3.58535e+12 2.52432e+12 3.28423e+12 3.25458e+12 4.3444e+12 4.29668e+12 3.07228e+12 2.90573e+12
threshold=18.050000000000004 16.850000000000005 1.5000000000000002 7.5000000000000009 39.969502550000009 5.5000000000000009 16.500000000000004 4.5000000000000009 4.5000000000000009 56.009576300000013 55.078308950000007 55.034903650000011 55.769960200000007 37.503486000000002 37.475443250000005 54.725565150000001 37.620907050000007 4.5000000000000009 3.5000000000000004 37.559851850000008 37.487839250000007 37.328003200000005 37.542000650000013 6.5000000000000009 38.151577750000008 37.559851850000008 55.793358600000012 1.5000000000000002 43.94115175000001 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 16 10 -1 -9 -10 11 -7 13 -8 -14 -15 17 -3 19 20 21 -19 -22 24 25 -12 -27 29 -26 -28
right_child=-2 2 3 -5 -6 6 12 8 9 -11 23 -13 14 15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=2394.7966858864334 -2.3139991357253513 -3278.602761124976 35358.076348586314 -62718.397828125002 -39103.616531250002 -2308.9727398061755 -13563.92261641653 -703.68282845829901 -92858.317826704544 32484.603031994047 3711.7185173268699 -38440.323486842106 8917.458817506069 -7282.4855357142869 -18741.347034438775 15228.056129347817 2475.6835622938274 8202.9219207589285 -8091.6024989297948 32326.880047248393 -46099.01066576087 36737.666395547945 6770.4344726562504 -5927.2163725530991 18246.085032927684 -2297.1471485553402 -35448.522580788354 -60974.130202414774 3159.5793022597386 -5042.1004971590919
leaf_weight=3326 4286109 162 21 25 25 640 76 17737 22 21 652 95 103 70 98 439 5287 175 73 119 23 73 29 622 156 808 44 22 1002 110
leaf_count=3326 4286109 162 21 25 25 640 76 17737 22 21 652 95 103 70 98 439 5287 175 73 119 23 73 29 622 156 808 44 22 1002 110
internal_value=0 309.407 1442.59 -25394.8 -5110.23 1617.75 -297.657 -278.444 -778.511 -31644.3 -1372.17 -6979.01 5377.01 8793.99 -4567.93 12132.3 3209.47 9141.44 13231 16945.9 10844.8 16602.3 -16614.1 -165.776 1116.83 -1767.64 -5398.26 -19635.2 5191.96 -13729.6
internal_weight=0 32055 10949 71 46 10878 4937 21106 17780 43 4151 735 786 585 201 509 5941 654 492 419 300 248 52 3416 2794 1636 984 176 1158 154
internal_count=4318164 32055 10949 71 46 10878 4937 21106 17780 43 4151 735 786 585 201 509 5941 654 492 419 300 248 52 3416 2794 1636 984 176 1158 154
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=31
num_cat=0
split_feature=5 1 1 1 3 0 5 0 1 2 0 2 0 0 5 5 1 0 2 3 0 0 1 0 2 3 1 5 5 2
split_gain=3.0773e+11 2.39287e+12 4.2334e+13 2.50077e+13 3.12189e+13 3.96019e+13 3.09427e+13 2.43696e+13 3.20328e+13 3.64531e+13 2.26216e+13 2.49552e+13 2.12794e+13 2.05091e+13 1.79248e+13 1.47869e+13 1.47611e+13 2.29644e+13 2.60937e+13 2.54122e+13 1.71555e+13 1.95664e+13 1.47122e+13 2.42003e+13 1.36418e+13 1.46775e+13 1.63262e+13 2.76012e+13 1.4456e+13 1.36159e+13
threshold=96.015000000000015 39.188277450000008 39.262370300000008 39.021425200000003 16.500000000000004 51.369916400000001 109.05000000000001 45.063245200000004 39.047276750000002 5.5000000000000009 51.369916400000001 17.500000000000004 51.717367500000009 44.226894250000008 104.75000000000001 100.05000000000001 39.110397700000007 45.047272400000004 9.5000000000000018 14.500000000000002 45.091904500000005 45.084117700000007 39.016372550000007 45.013473000000012 14.500000000000002 3.5000000000000004 39.047276750000002 120.05000000000001 112.04500000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 13 5 6 7 8 14 15 -3 -12 -6 -2 -5 -10 20 -18 19 -19 21 24 -15 -24 25 -8 -27 28 -28 -9
right_child=1 2 -4 4 12 -7 16 29 9 -11 11 -13 -14 22 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=5.0566439256782365 90454.215562500001 -55021.351970358461 -6.1450726954648429 -44187.697162925469 -1115.5609588602797 -46245.069904645461 80763.119687500002 16870.64168548584 -9885.0823015001079 15793.168531264871 33024.037268543987 -54898.130055147063 43693.145334558321 -271.79801218211509 -102516.3310044643 -67390.455803098521 -64479.34217447917 -36435.16084449405 -63008.50332661291 101984.56334906684 -49517.63566576087 102276.40853678386 -41190.531696428574 30018.408327689627 57460.310505022324 -10178.756651280863 24105.279829545456 2672.4696289062504 129406.64077148438 -32451.722974637189
leaf_weight=4168594 25 34 88301 213 1507 367 25 192 72 197 639 34 114 56355 70 118 75 21 31 36 46 24 56 323 56 362 22 144 32 79
leaf_count=4168594 25 34 88301 213 1507 367 25 192 72 197 639 34 114 56355 70 118 75 21 31 36 46 24 56 323 56 362 22 144 32 79
internal_value=0 -140.931 189 -625.831 -8476.21 -16285.5 -10227.5 -22811 -33045.8 -14347.7 24561.7 28582.2 2035.7 -99.8352 -58615.3 -45598.9 3320.62 -23821.5 10830 50987.8 9543.08 13628.5 -139.738 19496.8 10309.4 5795.78 2449.03 25536.2 86506.1 2492.54
internal_weight=0 149570 89008 60562 3803 2182 1815 941 670 387 707 673 1621 56759 283 190 874 163 88 57 711 665 56734 379 641 585 560 198 54 271
internal_count=4318164 149570 89008 60562 3803 2182 1815 941 670 387 707 673 1621 56759 283 190 874 163 88 57 711 665 56734 379 641 585 560 198 54 271
is_linear=0
shrinkage=0.1


Tree=4256
num_leaves=31
num_cat=0
split_feature=1 1 2 0 6 3 5 4 5 4 2 1 5 3 5 3 3 3 5 3 4 5 3 3 5 3 6 2 2 0
split_gain=3.07045e+11 5.59184e+12 1.23985e+13 1.18088e+13 2.20226e+13 2.34625e+13 2.15923e+13 2.04698e+13 2.70131e+13 2.08591e+13 1.95918e+13 1.78348e+13 3.49166e+13 1.77965e+13 1.62725e+13 3.11001e+13 2.50706e+13 1.85894e+13 1.94256e+13 1.60924e+13 1.81292e+13 5.03403e+13 1.80399e+13 2.53486e+13 4.96784e+13 2.07913e+13 1.94494e+13 3.5435e+13 1.79089e+13 1.48958e+13
threshold=50.227799100000006 49.964253350000007 1.5000000000000002 53.204054050000003 1.5000000000000002 15.500000000000002 161.85000000000002 1.5000000000000002 109.05000000000001 3.5000000000000004 5.5000000000000009 50.158868250000005 85.91500000000002 19.500000000000004 95.020000000000024 4.5000000000000009 6.5000000000000009 13.500000000000002 142.05000000000004 9.5000000000000018 2.5000000000000004 83.010000000000005 10.500000000000002 15.500000000000002 60.310000000000009 12.500000000000002 1.5000000000000002 22.500000000000004 24.500000000000004 53.310923100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 -5 6 29 -7 13 10 -10 14 -13 -9 19 -16 -17 -18 -19 -4 21 22 -21 24 25 -24 -25 -28 -29 -6
right_child=-2 2 3 4 5 7 -8 8 9 -11 -12 12 -14 -15 15 16 17 18 -20 20 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=4.9365827394623985 -32.263773130719322 -4160.5502696132171 4777.801191921274 -4006.7123436588017 4721.3938994534683 5804.1729755670758 90462.063532366068 34286.90290617101 -100107.97401785715 32194.76229607077 -13716.207507440478 -4845.7746503282606 -60010.41004557292 12081.891685495846 -64634.89759807181 67350.489325657894 -339.21831780510979 37957.660597352726 -61574.034375000003 -16054.469864522413 -13244.310327700503 76749.476810709632 -6438.6906824926191 2854.5572611658058 82757.032563244051 39310.856148507257 -15031.192400113043 133827.86228841144 10343.058831521739 -6018.6785176844687
leaf_weight=2531657 1752533 3709 5319 2759 6216 2126 28 884 35 68 105 2617 120 610 47 95 444 296 21 716 1288 84 342 2860 105 140 1263 24 23 1630
leaf_count=2531657 1752533 3709 5319 2759 6216 2126 28 884 35 68 105 2617 120 610 47 95 444 296 21 716 1288 84 342 2860 105 140 1263 24 23 1630
internal_value=0 22.0388 1296.45 1965.21 4030.2 5925.07 2802.98 12347.1 20519.9 -13243.9 -35314.1 75.7021 -7264.39 25220.6 1613.15 14565.1 18913.7 12867 31364.1 651.659 -2554.62 -76.9609 -1256.1 971.279 20427.6 6849.56 -1767.53 -11858.5 73399.1 2490.15
internal_weight=0 2.56563e+06 33974 30265 14461 11702 7874 3828 1702 208 140 15804 2737 1494 13067 903 856 761 317 12164 6845 5557 5473 4757 587 482 4170 1310 47 7846
internal_count=4318164 2565631 33974 30265 14461 11702 7874 3828 1702 208 140 15804 2737 1494 13067 903 856 761 317 12164 6845 5557 5473 4757 587 482 4170 1310 47 7846
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 0 3 3 0 2 5 5 0 0 6 1 3 5 6 0 3 4 3 2 3 4 2 3 6 1
split_gain=3.30909e+11 4.00411e+12 1.82727e+13 2.02081e+13 2.07935e+13 1.12439e+13 1.35534e+13 1.07551e+13 1.15058e+13 9.97889e+12 1.32203e+13 1.43247e+13 8.01886e+12 1.59578e+13 1.77389e+13 2.01292e+13 2.03831e+13 1.1723e+13 1.4258e+13 1.55639e+13 1.72469e+13 1.54602e+13 1.38186e+13 1.21004e+13 1.71036e+13 1.04946e+13 1.02831e+13 9.96182e+12 1.5459e+13 1.17378e+13
threshold=61.284352600000013 61.396377350000009 55.07108800000001 5.5000000000000009 83.010000000000005 55.212972300000011 11.500000000000002 7.5000000000000009 55.141517900000004 2.5000000000000004 120.05000000000001 103.45000000000002 55.160271200000004 55.120365700000008 1.5000000000000002 61.310823700000007 24.500000000000004 105.35000000000001 1.5000000000000002 55.173809400000003 18.500000000000004 3.5000000000000004 12.500000000000002 6.5000000000000009 15.500000000000002 2.5000000000000004 9.5000000000000018 19.500000000000004 1.5000000000000002 61.365473900000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -4 10 11 -9 13 -11 15 -15 25 27 -19 21 23 -20 -23 24 -21 -17 -25 -14 -29 -30
right_child=1 -3 5 4 -6 6 -8 9 -10 12 -12 -13 17 14 -16 16 -18 18 19 20 -22 22 -24 26 -26 -27 -28 28 29 -31
leaf_value=-18.185400452943398 -1340.3982237901976 6.9963547993381638 -3917.3036605991774 -25416.291684598298 -130261.59735351564 -1337.8403021526192 -26793.364174017504 -2548.384284981606 6358.2054509381196 -3886.10849177929 53703.510794588416 -38848.145262132246 2360.8640705244957 -25620.245129243827 4537.6673871883104 24950.676155950241 -5907.498546339466 -43090.930719150645 -1525.1108970083842 -21775.61073249163 56037.297920496319 133400.3165625 26784.743876008069 13479.260643936752 -93531.883088795745 51447.436213808513 -24794.332772756181 1695.9470174017833 -20645.92327448634 8186.6072348161179
leaf_weight=3016415 598 1251500 1265 349 20 9252 214 5275 7864 1119 41 111 18330 81 1754 417 155 117 82 175 34 20 31 154 41 233 129 1498 714 176
leaf_count=3016415 598 1251500 1265 349 20 9252 214 5275 7864 1119 41 111 18330 81 1754 417 155 117 82 175 34 20 31 154 41 233 129 1498 714 176
internal_value=0 42.1392 917.407 -12696 -31099 1184.53 -1913.32 1921.02 4934.33 1024.6 -2865.86 -3296.49 1860.44 6121.65 10363.6 21897 26678.3 1115.46 -10895.7 -5239.73 -12876 25363 68594.8 -17571.5 -35396 34448.7 -3967.01 1569.4 -4505.79 -14944.2
internal_weight=0 1.30175e+06 50249 967 369 49282 9466 39816 9129 30687 5427 5386 25260 3759 2640 886 805 21501 783 666 533 133 51 499 216 650 283 20718 2388 890
internal_count=4318164 1301749 50249 967 369 49282 9466 39816 9129 30687 5427 5386 25260 3759 2640 886 805 21501 783 666 533 133 51 499 216 650 283 20718 2388 890
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 5 5 0 3 3 5 6 0 0 0 3 0 1 3 3 0 0 5 5 0 5 4 0 5 5
split_gain=3.03861e+11 1.01343e+13 2.0756e+13 2.40267e+13 1.49394e+13 1.41752e+13 1.41019e+13 1.17652e+13 1.16234e+13 1.14842e+13 1.11238e+13 1.0196e+13 1.00074e+13 1.71922e+13 1.26304e+13 9.9916e+12 8.68509e+12 8.16033e+12 1.1009e+13 1.94317e+13 2.49407e+13 3.61122e+13 2.18988e+13 1.69489e+13 1.51129e+13 1.47636e+13 3.04936e+13 1.44428e+13 1.30895e+13 3.47956e+13
threshold=49.323301500000007 49.964253350000007 55.795550600000006 55.755036050000008 55.812836050000008 46.405000000000008 77.00500000000001 58.242297500000006 3.5000000000000004 4.5000000000000009 39.025000000000013 1.5000000000000002 56.054485600000007 55.820531900000013 55.91302515000001 2.5000000000000004 53.516665650000007 50.158868250000005 9.5000000000000018 4.5000000000000009 53.37994195000001 53.145783300000012 142.05000000000004 80.815000000000012 53.145783300000012 46.405000000000008 1.5000000000000002 55.212972300000011 99.555000000000021 87.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 11 12 -8 -5 -9 16 -4 13 -6 -15 -12 -2 18 19 27 21 23 25 -21 -20 -23 -27 -3 29 -28
right_child=1 17 4 8 6 -7 7 9 -10 -11 15 -13 -14 14 -16 -17 -18 -19 24 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=22.454750174203014 -5489.0632065989557 -7729.8980181730003 -5386.2082684797942 -17431.019210075065 119.60510664639408 20897.696911808256 -29741.180146748313 93639.355348557699 -58331.028609970868 22163.373676934301 11471.322591176087 8505.3408380879446 -1688.4130615353986 -76090.463618908907 -23056.736582549074 -8268.8514359081782 5687.2909879162125 -30.006044201001057 -16161.184340765951 1679.017305802367 -18324.969468375431 7235.2597804418783 69423.306973184124 -54336.613796164776 730.62442774453655 72603.287994730257 16455.907276047797 19745.244821743592 -8099.3625218512607 79277.28083132481
leaf_weight=2515621 1330 1617 828 169 292 587 37 26 118 166 269 1460 3572 59 188 5478 1457 1769209 567 3019 365 1540 74 55 8042 106 1421 217 181 94
leaf_count=2515621 1330 1617 828 169 292 587 37 26 118 166 269 1460 3572 59 188 5478 1457 1769209 567 3019 365 1540 74 55 8042 106 1421 217 181 94
internal_value=0 -31.3377 -2534.03 -5787.77 1443.96 7034.77 -2259.62 21892.2 -34247.1 31842.4 -4830.68 3478.15 -3604.98 -16306.3 -35724.7 -7344.87 353.76 -8.87311 2152.57 4663.69 7109.75 8540.21 15616.4 676.786 -381.892 14424.9 20569.3 -4479.02 17317.2 20353.7
internal_weight=0 1.80254e+06 16036 8821 7215 2875 4340 229 287 192 8534 2288 4111 539 247 5747 2787 1.78651e+06 17298 8689 6855 6490 3416 3074 8609 3342 1802 1834 1696 1515
internal_count=4318164 1802543 16036 8821 7215 2875 4340 229 287 192 8534 2288 4111 539 247 5747 2787 1786507 17298 8689 6855 6490 3416 3074 8609 3342 1802 1834 1696 1515
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 5 0 5 2 0 0 3 5 4 6 1 1 0 1 1 0 3 0 5 2 0 5 0
split_gain=3.25625e+11 4.70084e+12 1.14871e+13 1.90459e+13 8.76213e+12 8.07152e+12 2.23495e+13 3.32649e+13 4.46837e+13 3.12722e+13 7.86593e+13 3.12391e+13 3.18767e+13 2.29936e+13 2.33298e+13 2.19803e+13 2.1534e+13 4.67067e+13 1.28496e+14 7.37811e+13 2.96013e+13 9.66207e+13 3.32655e+13 2.54211e+13 2.5446e+13 2.05735e+13 1.91025e+13 2.20071e+13 1.97846e+13 1.90867e+13
threshold=61.880021000000006 65.610478850000007 55.518428350000008 56.367862600000002 55.212972300000011 55.07108800000001 82.957885500000017 41.505000000000003 57.178027650000011 161.85000000000002 4.5000000000000009 57.265292900000006 57.641335050000002 2.5000000000000004 112.04500000000002 3.5000000000000004 1.5000000000000002 82.784560750000011 82.897133550000021 56.911498950000002 82.907204800000002 82.911991800000024 55.110554300000004 16.500000000000004 55.078308950000007 110.05000000000001 5.5000000000000009 55.110554300000004 77.00500000000001 57.157092150000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -3 7 -7 9 13 -11 -10 -13 -9 16 -16 17 19 25 -15 -20 26 -23 -18 -25 -19 28 -28 -22 -26
right_child=1 5 3 -5 -6 6 -8 8 11 10 -12 12 -14 14 15 -17 23 18 20 -21 21 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=-17.071308856696039 -30199.140478515626 108.20040494659546 -21686.360493421307 686.6592192997449 13610.180505233864 799.78153730064128 184.67437341174715 8957.0050650169742 14017.93218129826 -53385.774920944939 223717.859375 -100169.57129974366 -112.83440863434699 -52911.065745011299 -51197.830365791153 -6597.6984028121478 -6113.3893659767891 51143.42429757255 -14866.497156364696 -5160.535539072659 48440.723538281251 8415.7944616660807 -8483.4101806232775 1962.326102537485 -23373.206672929457 -28971.584397977942 118936.33116629464 42302.560981645976 -44557.591936383928 11328.02990579884
leaf_weight=3114505 48 915997 382 96773 934 24782 123564 1050 1889 21 20 32 6390 415 221 221 19288 560 1407 1469 125 1907 2993 619 2169 34 77 73 28 171
leaf_count=3114505 48 915997 382 96773 934 24782 123564 1050 1889 21 20 32 6390 415 221 221 19288 560 1407 1469 125 1907 2993 619 2169 34 77 73 28 171
internal_value=0 44.1725 707.462 598.692 11468.8 -14.7076 -608.737 -2095.02 -3837.15 -5493.6 81786.7 2713.68 -611.404 -5602.61 -6083.7 -28897.8 -5761.89 -1660.33 2005.81 -15678.8 -1997.8 1482.17 -1906.52 -7437.4 -16067.8 46557.7 56282.7 81641.2 31421.4 -20837.3
internal_weight=0 1.20366e+06 98137 97155 982 1.10552e+06 189525 65961 41179 32868 41 8311 6422 32827 31777 442 31335 9088 7204 1884 6610 5203 4900 22247 2959 594 303 150 153 2340
internal_count=4318164 1203659 98137 97155 982 1105522 189525 65961 41179 32868 41 8311 6422 32827 31777 442 31335 9088 7204 1884 6610 5203 4900 22247 2959 594 303 150 153 2340
is_linear=0
shrinkage=0.1


Tree=4260
num_leaves=31
num_cat=0
split_feature=1 4 4 1 2 2 5 5 0 3 5 0 5 5 5 2 5 4 5 5 1 3 3 6 1 5 5 0 5 0
split_gain=2.98296e+11 3.02162e+12 3.57722e+12 4.87849e+12 3.08136e+12 8.79675e+12 1.13155e+13 1.65971e+13 1.97662e+13 1.31442e+13 1.08459e+13 8.87786e+12 7.67862e+12 2.28076e+13 1.30648e+13 1.23012e+13 1.00826e+13 1.86772e+13 6.77204e+12 6.3983e+12 6.38896e+12 6.20687e+12 7.97533e+12 6.19294e+12 5.26527e+12 4.80607e+12 1.11745e+13 5.59165e+12 5.88363e+12 1.50837e+13
threshold=30.332994000000003 7.5000000000000009 6.5000000000000009 30.305955500000003 22.500000000000004 23.500000000000004 43.605000000000011 51.015000000000008 59.932719750000011 24.500000000000004 52.405000000000008 59.990816400000007 90.015000000000015 104.75000000000001 98.020000000000024 24.500000000000004 71.715000000000018 2.5000000000000004 41.305000000000007 43.605000000000011 30.278357500000002 26.500000000000004 25.500000000000004 1.5000000000000002 30.160599000000001 110.05000000000001 99.555000000000021 60.017447350000005 58.995000000000012 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 11 9 -9 -10 -8 16 14 -14 -15 18 -18 -7 -20 23 22 25 -19 -21 26 27 28 -12 -30
right_child=-2 -3 3 -5 5 12 7 8 10 -11 21 -13 13 15 -16 -17 17 20 19 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=64.131485824491506 -6.3164850143410431 -29270.741743861607 -2058.3923760775865 58221.260406249996 -440.21787663176423 3448.3161786397304 411.68769487653464 14157.55873413086 -51356.585067471591 101679.41294869088 49838.421078125 63980.882422353716 -33009.891010199652 69718.980919471156 -130824.23153409093 -25007.212015086207 83152.384003906263 5194.0004394531252 -40163.315426485657 -56910.472119140628 -21281.036593967016 -34679.686560058595 68262.213230298919 62302.024594907409 -4831.9769183847484 -35660.202278645833 76582.717610677093 -2672.7048686319781 -31270.565872257313 53456.522054893096
leaf_weight=232303 4082379 35 29 25 626 1008 28 32 33 37 50 102 36 26 22 29 40 64 61 20 54 32 23 27 662 24 24 248 47 38
leaf_count=232303 4082379 35 29 25 626 1008 28 32 33 37 50 102 36 26 22 29 40 64 61 20 54 32 23 27 662 24 24 248 47 38
internal_value=0 109.364 113.725 25848.9 107.829 3099.62 9386.57 17954.2 10805.4 61089.6 4120.18 50289.1 -1024.18 -26362.9 -70111.9 19772.4 454.779 22656.7 -1890.94 -9134.51 5968.24 7887.13 10887.4 22138.1 -6359.21 7825.67 10389.9 6242.09 22618.9 6607.43
internal_weight=0 235785 235750 54 235696 3393 1344 718 588 69 519 130 2049 113 58 55 1936 185 1751 743 145 486 454 91 682 431 407 383 135 85
internal_count=4318164 235785 235750 54 235696 3393 1344 718 588 69 519 130 2049 113 58 55 1936 185 1751 743 145 486 454 91 682 431 407 383 135 85
is_linear=0
shrinkage=0.1


Tree=4261
num_leaves=31
num_cat=0
split_feature=0 0 1 5 0 3 5 1 6 1 6 1 3 3 2 1 3 3 6 3 5 4 5 3 3 6 5 1 6 4
split_gain=2.99696e+11 5.77605e+12 2.88904e+13 1.74312e+13 4.24716e+13 3.80221e+13 2.79876e+13 2.10062e+13 1.78677e+13 1.73506e+13 1.64363e+13 2.5411e+13 2.20843e+13 5.24971e+13 1.56779e+13 1.46553e+13 4.84029e+13 1.78008e+13 1.79938e+13 1.28867e+13 3.02316e+13 1.95301e+13 1.93463e+13 1.77438e+13 4.25219e+13 3.71167e+13 3.00872e+13 2.91121e+13 2.49249e+13 1.89763e+13
threshold=51.717367500000009 51.636650050000007 39.110397700000007 73.995000000000019 51.67657710000001 6.5000000000000009 75.015000000000015 39.262370300000008 1.5000000000000002 39.969502550000009 1.5000000000000002 39.262370300000008 21.500000000000004 23.500000000000004 16.500000000000004 39.262370300000008 12.500000000000002 17.500000000000004 1.5000000000000002 10.500000000000002 132.05000000000004 3.5000000000000004 125.85000000000001 17.500000000000004 23.500000000000004 1.5000000000000002 83.010000000000005 39.188277450000008 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 6 -6 8 19 -5 14 11 12 -7 -14 15 -4 -17 18 -18 20 21 -8 23 29 25 26 -25 28 -26 -21
right_child=-2 2 3 4 5 10 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 22 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=1.0680208531808015 -13.609498498208419 -14337.339087072143 3072.2389430288822 -50126.677867201157 35400.237971423921 -27256.046252552176 25931.808546649288 -41473.286742876837 12453.795856168377 -12808.670322741646 -19773.655268316521 12297.239648910641 128328.33330078126 -9255.2045612041766 -4533.773487108213 -3634.0567395429971 24343.322921612853 -14381.268579596443 -8137.9891741584333 42171.023863467264 114084.87497702206 -24232.089732216285 -43488.969688514611 -11438.168165916733 32653.603034238087 158854.83424030175 63986.964430847176 -34259.457723364096 -20620.668112084175 -1849.142426813223
leaf_weight=875277 3408525 1139 19864 143 168 551 424 85 67 677 1758 516 32 208 2269 1580 1939 148 187 105 34 95 77 79 301 29 160 149 124 1454
leaf_count=875277 3408525 1139 19864 143 168 551 424 85 67 677 1758 516 32 208 2269 1580 1939 148 187 105 34 95 77 79 301 29 160 149 124 1454
internal_value=0 50.9964 1322.78 1859.67 -2758.7 -10920.5 5174.94 7556.34 -30160.5 2995.73 -13459.5 -4966.55 -16228.4 9089.27 3407.45 4167.16 9810.5 19151.9 21486.3 8931.3 22734 16749.6 5851.03 7433.36 19130.9 52019 39055.6 3775.46 17110.1 1115.65
internal_weight=0 909639 34362 33223 6559 3233 3326 3116 210 26664 3065 1307 791 240 25987 23718 3854 2274 2126 3031 553 519 2478 2401 842 268 239 574 425 1559
internal_count=4318164 909639 34362 33223 6559 3233 3326 3116 210 26664 3065 1307 791 240 25987 23718 3854 2274 2126 3031 553 519 2478 2401 842 268 239 574 425 1559
is_linear=0
shrinkage=0.1


Tree=4262
num_leaves=31
num_cat=0
split_feature=3 0 5 5 1 0 2 3 5 5 5 2 5 3 4 2 3 1 3 2 1 2 3 5 3 6 2 2 5 3
split_gain=3.17849e+11 2.55962e+12 6.46529e+12 2.09203e+13 2.19496e+13 1.88111e+13 1.82018e+13 1.67469e+13 1.26166e+13 1.22533e+13 1.82705e+13 9.6624e+12 1.06343e+13 2.16187e+13 1.81017e+13 1.32447e+13 8.23282e+12 2.73855e+13 1.1382e+13 1.03189e+13 1.00255e+13 9.06044e+12 7.93701e+12 7.92389e+12 7.90806e+12 6.87298e+12 6.48972e+12 8.03033e+12 6.23603e+12 7.93914e+12
threshold=10.500000000000002 43.592450450000008 32.355000000000011 30.990000000000006 39.726951800000002 43.465905150000005 2.5000000000000004 11.500000000000002 34.010000000000012 29.985000000000003 28.035000000000004 4.5000000000000009 31.010000000000002 17.500000000000004 1.0000000180025095e-35 7.5000000000000009 16.500000000000004 39.726951800000002 18.500000000000004 13.500000000000002 39.767857750000005 7.5000000000000009 12.500000000000002 33.805000000000007 16.500000000000004 1.5000000000000002 6.5000000000000009 4.5000000000000009 25.005000000000006 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 28 26 -5 -8 16 10 24 -9 13 -13 -14 -16 17 -4 -18 21 -19 -20 -17 -22 25 -7 27 -6 29 -2
right_child=1 -3 8 6 5 9 7 11 -10 -11 -12 12 14 -15 15 22 18 20 19 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=21.122811593681412 -48024.832789062501 -47.052539894051051 -108638.92273334705 102810.23938598634 -14629.019418569713 -23361.955175781251 -62741.832812500004 -17244.504817708334 1176.9215321169577 -13646.8115234375 91272.770367187506 115419.79133003049 84797.76749131945 -11395.772333984376 -43514.156280048075 80807.357775297627 28805.025769761032 44624.090656250002 -7378.9048019935353 24983.273828125002 -1029.3214713541668 -83994.047715435619 5805.0469022529069 -54931.326446899417 61607.660251524394 25684.364791015629 -35060.808659846611 59932.767719726573 -37604.24373641867 21227.521711575257
leaf_weight=2688514 25 1614339 38 32 52 40 21 36 14023 58 50 41 36 20 39 21 68 25 29 28 60 33 43 50 41 100 82 20 151 49
leaf_count=2688514 25 1614339 38 32 52 40 21 36 14023 58 50 41 36 20 39 21 68 25 29 28 60 33 43 50 41 100 82 20 151 49
internal_value=0 -34.8473 1252.03 9210.37 -514.607 12404 31688.9 22833.3 721.433 27446.4 37764.1 30448 39032.7 73840.9 23757.1 2422.52 -18575.6 -33647.4 -2072.9 -25402.9 -12538.7 -48157.9 30415.2 -25530.2 22982.7 11671.1 -15824.9 6082.59 -25949.8 -2168.54
internal_weight=0 1.62965e+06 15311 957 668 443 289 257 14354 289 231 236 200 61 139 103 331 173 158 90 135 62 64 110 181 140 154 72 225 74
internal_count=4318164 1629650 15311 957 668 443 289 257 14354 289 231 236 200 61 139 103 331 173 158 90 135 62 64 110 181 140 154 72 225 74
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 3 1 2 0 5 1 0 1 5 5 3 2 5 5 5 5 2 2 5 5 5 1 0 5
split_gain=3.23413e+11 2.27267e+12 1.14723e+13 2.32662e+13 1.65568e+13 1.62965e+13 1.82272e+13 1.01787e+13 1.22496e+13 1.71715e+13 1.24313e+13 5.75839e+13 2.46237e+13 2.57635e+13 1.66461e+13 1.25853e+13 1.18531e+13 1.0316e+13 9.99474e+12 9.45763e+12 1.21596e+13 9.21676e+12 8.11951e+12 7.68859e+12 7.60793e+12 7.51053e+12 7.33852e+12 7.33224e+12 1.07032e+13 7.0575e+12
threshold=23.500000000000004 55.701368300000006 55.719391050000006 37.737121850000008 37.869926150000005 37.436176200000013 29.500000000000004 37.487839250000007 25.500000000000004 55.695992150000002 47.005000000000003 37.475443250000005 55.674875350000008 37.328003200000005 45.005000000000003 50.005000000000003 36.500000000000007 26.500000000000004 75.750000000000014 91.050000000000011 82.00500000000001 95.020000000000024 26.500000000000004 25.500000000000004 74.010000000000005 42.605000000000011 56.205000000000005 37.342273500000012 55.576287050000012 65.045000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 5 22 25 -7 8 10 17 14 12 15 21 27 -12 -11 -10 23 20 24 -14 -5 -8 29 -3 -27 -2 -29 -17
right_child=1 2 -4 4 -6 6 18 -9 9 16 11 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.3088970989074187 -8907.70533005998 43183.543750000004 24.264389078400573 91312.532664207174 -10208.273825578748 -99775.370445963548 -2065.2892950148812 328.13399371911709 -65965.875590277778 67231.806630345396 70938.319596354166 180544.89646739131 87057.326329369636 876.86256848620133 -60037.600927734376 160.69635667067308 5102.3913562011721 -12770.556024074554 16072.521801757814 61939.562616577154 -82402.961309523816 14307.510579427086 19974.244536258015 -75344.256111111114 52982.827450284094 -65032.471560801641 9519.0181451612916 -38791.317160560342 25427.667136126685 -44067.21617323134
leaf_weight=4287645 148 26 17827 27 163 60 21 10791 45 38 24 23 102 77 38 182 160 192 32 20 21 21 39 45 22 23 31 29 247 45
leaf_count=4287645 148 26 17827 27 163 60 21 10791 45 38 24 23 102 77 38 182 160 192 32 20 21 21 39 45 22 23 31 29 247 45
internal_value=0 324.379 -381.049 -15853.2 6901.68 -37747.7 -56367.5 1380.01 9295.5 -4710.85 15394.4 25741.2 18814.2 46239.1 3367.78 1346.16 17026.2 -22870.9 -29791.2 -4413.2 -9328.21 74636.6 49158.1 -52028.2 -3165.28 -973.564 -22234.4 9050.34 18680 -8606.95
internal_weight=0 30519 18294 467 229 238 158 12225 1434 435 999 537 514 200 462 314 198 237 98 290 270 123 66 66 249 80 54 424 276 227
internal_count=4318164 30519 18294 467 229 238 158 12225 1434 435 999 537 514 200 462 314 198 237 98 290 270 123 66 66 249 80 54 424 276 227
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 4 2 0 5 0 5 5 2 5 2 4 5 0 3 5 3 1 5 5 0 0 3 0 0 5
split_gain=3.18585e+11 3.07129e+12 8.37929e+12 1.04666e+13 9.74242e+12 2.68116e+13 8.36882e+12 8.93258e+12 2.01336e+13 7.89639e+12 7.31254e+12 1.70217e+13 8.7592e+12 7.05044e+12 6.07261e+12 5.7139e+12 1.59095e+13 8.341e+12 4.85466e+12 4.26424e+12 3.86519e+12 3.62023e+12 1.32623e+13 2.15692e+13 6.7446e+12 7.50931e+12 1.13832e+13 8.18877e+12 1.62515e+13 1.35482e+13
threshold=25.500000000000004 30.323743050000001 30.315880100000005 60.029906750000002 71.00500000000001 2.5000000000000004 5.5000000000000009 59.990816400000007 105.35000000000001 60.063729500000008 63.855000000000011 62.015000000000008 12.500000000000002 78.710000000000022 23.500000000000004 1.5000000000000002 50.410000000000004 60.052595500000002 26.500000000000004 24.010000000000002 28.500000000000004 30.346469350000003 91.050000000000011 104.75000000000001 59.834458500000004 59.932719750000011 27.500000000000004 60.017447350000005 60.042666650000008 39.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 -6 -7 8 13 -9 11 15 -12 -8 -14 16 17 19 -5 -2 -21 22 24 -24 -3 26 -26 29 -29 -27
right_child=1 21 3 18 5 6 7 9 -10 -11 12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-3.5986618320155546 27543.133984375003 -53602.420870535716 5271.037495117188 -53976.528196839085 -103003.76670496324 36200.164294763519 -23238.556406250002 43619.158524816179 41547.7181196733 -26164.008583511848 -8905.574819711539 -68521.036197916663 75856.439658717107 -96932.125133947426 7780.3259716796883 10692.512186801163 -91199.027304687508 13298.232913692082 -10312.781253390844 -9798.6974012644278 23790.820328776041 169.2644051545343 132071.28876488094 812.41360887096778 88631.9158359375 6941.7246648250866 10714.896985677085 33466.623183086798 2356.4846689665264 -25626.974935864648
leaf_weight=4243674 35 21 80 87 34 37 20 34 22 31 39 36 38 37 20 438 20 290 36 708 36 69508 21 31 25 259 75 183 2037 252
leaf_count=4243674 35 21 80 87 34 37 20 34 22 31 39 36 38 37 20 438 20 290 36 708 36 69508 21 31 25 259 75 183 2037 252
internal_value=0 205.015 -3585.46 -22884.4 -1496.03 -21525.4 -6220.09 -17119.7 -39711.5 10338 1098.14 -555.297 27740.6 -71074.7 52381.9 1047.04 -2832.41 -1179.15 -41196.9 -6568.68 -8173.4 313.79 3773.04 53820.8 2860.53 3279.36 30194.2 2293.83 4920.97 -9119.55
internal_weight=0 74490 2078 203 1875 215 181 144 79 65 1660 1563 97 57 58 1527 1089 1069 123 779 744 72412 2904 52 2852 2831 100 2731 2220 511
internal_count=4318164 74490 2078 203 1875 215 181 144 79 65 1660 1563 97 57 58 1527 1089 1069 123 779 744 72412 2904 52 2852 2831 100 2731 2220 511
is_linear=0
shrinkage=0.1


Tree=4265
num_leaves=31
num_cat=0
split_feature=0 3 3 0 1 5 5 1 5 2 5 1 5 5 2 3 5 2 3 5 2 1 4 2 6 5 1 5 5 1
split_gain=3.09578e+11 5.12576e+12 1.68559e+13 4.88226e+13 2.32135e+13 2.53191e+13 3.14747e+13 2.19748e+13 3.02355e+13 2.59293e+13 2.18408e+13 2.14473e+13 3.88337e+13 3.90041e+13 2.15805e+13 2.77643e+13 2.97302e+13 2.0669e+13 3.21708e+13 1.93937e+13 1.92058e+13 1.91293e+13 3.00959e+13 2.46199e+13 3.75777e+13 2.05213e+13 2.48515e+13 2.01782e+13 2.76978e+13 1.99756e+13
threshold=43.642715500000008 5.5000000000000009 8.5000000000000018 43.592450450000008 39.714575750000009 85.020000000000024 83.010000000000005 39.726951800000002 118.33500000000002 5.5000000000000009 44.605000000000011 39.739656000000004 61.845000000000006 52.990000000000002 6.5000000000000009 6.5000000000000009 73.995000000000019 3.5000000000000004 7.5000000000000009 32.355000000000011 3.5000000000000004 39.718803500000007 2.5000000000000004 7.5000000000000009 1.5000000000000002 66.990000000000023 39.704585000000002 84.030000000000015 78.710000000000022 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 11 8 9 -7 19 12 13 -6 15 16 -14 -17 -19 -5 -13 22 23 -4 -25 26 -24 28 -26 -27
right_child=-2 2 21 4 5 7 -8 -9 -10 -11 -12 20 14 -15 -16 17 -18 18 -20 -21 -22 -23 25 24 27 29 -28 -29 -30 -31
leaf_value=628.52109952690375 4.0784136264364044 -729.37658719894853 -6064.2981508400835 -12657.034765403858 -29524.82432222346 114358.05751953126 -148777.35953125 92404.735064338252 -96884.711881510419 -31160.289781250001 -16179.366323363432 -23748.758430607722 37640.185422411152 -83525.630213341356 -69164.498549107157 4092.477399553572 -80107.942609797305 23132.20381324405 192613.56897786458 34918.857686756783 11916.419951656695 -432.15896844936918 135950.08747888514 63713.030692274311 6699.5360970935426 5955.2701437034357 27375.857525510204 72588.371076388896 -109529.84211309525 50501.058767073679
leaf_weight=43795 4220249 10115 1308 138 938 24 20 34 24 25 443 325 51 156 28 28 37 21 24 226 282 38267 37 135 866 302 49 45 21 151
leaf_count=43795 4220249 10115 1308 138 938 24 20 34 24 25 443 325 51 156 28 28 37 21 24 226 282 38267 37 135 866 302 49 45 21 151
internal_value=0 -175.784 -826.645 -3975.08 -15600.6 -21335.4 -23987.2 26001.1 -4926.67 40114 -1267 -22666.7 -29993.9 -37225.1 11863.2 25954.9 -11867.6 71549.2 113522 16881.8 -7179.43 162.59 7972.9 3131.5 14404.3 29305.6 74088 7261.96 3947.77 20803.9
internal_weight=0 97915 54120 12939 2824 2017 1910 107 73 49 807 1890 1283 1094 189 161 88 73 45 364 607 41181 2914 2375 1067 539 86 932 887 453
internal_count=4318164 97915 54120 12939 2824 2017 1910 107 73 49 807 1890 1283 1094 189 161 88 73 45 364 607 41181 2914 2375 1067 539 86 932 887 453
is_linear=0
shrinkage=0.1


Tree=4266
num_leaves=31
num_cat=0
split_feature=5 4 2 3 5 2 1 0 1 0 3 3 1 5 1 0 3 1 1 5 3 3 0 5 0 0 6 0 0 3
split_gain=3.16305e+11 2.3063e+12 5.97304e+12 1.72751e+13 3.02474e+13 1.53659e+13 3.67436e+13 3.59172e+13 2.5934e+13 2.85122e+13 1.95529e+13 2.35408e+13 2.03779e+13 1.34066e+13 1.30875e+13 1.5291e+13 1.33211e+13 1.50707e+13 1.33103e+13 1.28045e+13 3.32935e+13 4.2184e+13 3.12624e+13 3.39836e+13 2.0929e+13 1.14667e+14 2.45202e+13 2.73282e+13 1.71575e+13 1.61809e+13
threshold=96.015000000000015 2.5000000000000004 7.5000000000000009 24.500000000000004 101.05000000000001 6.5000000000000009 82.911991800000024 55.02863030000001 39.027779200000005 59.950068600000009 16.500000000000004 13.500000000000002 38.950530550000003 132.05000000000004 39.787929450000007 45.03656895000001 15.500000000000002 61.365473900000005 43.048525950000005 100.05000000000001 24.500000000000004 23.500000000000004 57.131524800000008 97.050000000000011 45.029420750000007 45.005863250000004 1.5000000000000002 56.121679000000007 59.882016200000002 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 9 10 11 12 -7 -6 -10 18 -17 -18 -16 20 21 24 23 -22 25 -4 -26 -28 -29 -21
right_child=1 -3 19 4 13 6 7 -9 14 -11 -12 -13 -14 -15 15 16 17 -19 -20 29 22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=5.1266152455691945 -1915.1620996654885 -33.734207216651328 -15870.631412314498 121163.92144927979 -17506.761114908855 63528.659164517594 171810.74313616072 17825.078926964965 -77285.701030441822 -64708.389814814822 -34311.907926432294 137710.54695312501 -21344.960807291667 77032.826171875 93578.297384510865 -39117.43891937023 -30176.339605978261 88515.76953125 4105.082516276042 3514.5836898394991 -9290.5772659866907 -125770.15672508447 -55616.58948567709 135907.2735107422 -47045.980804065272 -227474.84881465521 25930.578611388686 -54320.132568359375 8687.3911865234386 -15542.173825984137
leaf_weight=4168594 6736 138843 219 32 60 103 28 33 29 27 27 30 39 20 23 131 23 20 60 1792 27 37 24 40 113 29 258 94 80 593
leaf_count=4168594 6736 138843 219 32 60 103 28 33 29 27 27 30 39 20 23 131 23 20 60 1792 27 37 24 40 113 29 258 94 80 593
internal_value=0 -142.881 -1555.61 19.3849 38995.5 -577.869 15142.9 88507 6402.27 31720.2 44803.5 57222.8 40218.3 6128.14 -13604.2 -6418.36 -23265.1 25029.3 28898.9 -5091.01 -15105.9 -21401.4 42314.8 77394.7 -16531.7 -40614.7 -5572.86 5275.44 -25351.2 -1223.64
internal_weight=0 149570 10727 7421 112 7309 573 61 512 226 199 172 142 80 286 257 174 43 83 3306 921 830 91 67 793 248 545 432 174 2385
internal_count=4318164 149570 10727 7421 112 7309 573 61 512 226 199 172 142 80 286 257 174 43 83 3306 921 830 91 67 793 248 545 432 174 2385
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 4 5 3 3 2 4 3 0 5 3 5 3 5 3 3 3 5 5 3 2 3 2 3 5 4
split_gain=3.02089e+11 5.87998e+12 1.18786e+13 1.44456e+13 1.05774e+13 1.17104e+13 2.17055e+13 1.78827e+13 3.14566e+13 1.73015e+13 1.35329e+13 2.41057e+13 2.39347e+13 1.85881e+13 2.03559e+13 1.99902e+13 2.24508e+13 1.96983e+13 1.50096e+13 2.83971e+13 2.96058e+13 1.9086e+13 1.45113e+13 1.42821e+13 1.33625e+13 1.31811e+13 1.24339e+13 1.19525e+13 1.16997e+13 2.11651e+13
threshold=50.973130900000008 36.761894450000007 37.214886200000009 48.713222300000005 7.5000000000000009 4.5000000000000009 123.15000000000002 10.500000000000002 14.500000000000002 13.500000000000002 2.5000000000000004 18.500000000000004 44.732363600000006 77.00500000000001 15.500000000000002 107.05000000000001 14.500000000000002 104.75000000000001 16.500000000000004 10.500000000000002 12.500000000000002 94.040000000000006 120.05000000000001 12.500000000000002 9.5000000000000018 15.500000000000002 9.5000000000000018 14.500000000000002 65.905000000000015 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 10 -8 -9 -10 28 12 27 14 -14 17 23 18 19 -15 -21 24 -18 26 -22 -23 -17 -12 -6 -30
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 11 -13 13 15 -16 16 22 -19 -20 20 21 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2530.1380202013247 -13.024738148616358 900.12445780128883 13.246985052611842 -29165.082284871816 -1664.6551778539067 -55002.174504573166 82020.116581632654 -25789.74602176627 104124.29584603659 18301.178181818184 -39410.064194542254 76431.305160984848 -13025.342118064586 -7565.2626655910326 -64452.380214608442 -50882.400368923612 32830.574709535256 84816.96044921875 -14543.445572088069 93613.024790111944 83776.629862034577 -45183.828177083342 -45453.95045955883 -74626.632183159731 20800.574016872375 40059.920673076929 53147.110625000001 -123768.70272105823 86967.033125000016 7700.8624197595236
leaf_weight=22476 3475398 331 811604 309 4366 41 49 97 41 55 71 33 1059 322 83 27 78 32 275 67 47 60 34 90 119 26 20 22 35 897
leaf_count=22476 3475398 331 811604 309 4366 41 49 97 41 55 71 33 1059 322 83 27 78 32 275 67 47 60 34 90 119 26 20 22 35 897
internal_value=0 53.7114 2.50816 -13615.7 1416.32 -1695.06 -1422.03 28070.4 14373.3 54954.8 -2341.42 -8462.5 -9614.43 -7636.28 -16763 1071.11 -24144.3 7694.15 4999.9 13384.3 34530.9 18822.6 9065.63 -51294 38631.1 -19412.5 -6614.52 -59365.9 506.537 10677.6
internal_weight=0 842766 812244 640 30522 8046 8005 242 193 96 7763 2465 2432 2339 1142 1197 249 948 916 641 319 252 112 137 166 86 47 93 5298 932
internal_count=4318164 842766 812244 640 30522 8046 8005 242 193 96 7763 2465 2432 2339 1142 1197 249 948 916 641 319 252 112 137 166 86 47 93 5298 932
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 1 5 2 3 5 3 5 1 1 1 5 2 5 4 5 2 5 3 3 5 1 5 5 3
split_gain=3.07526e+11 1.81538e+13 6.49385e+13 8.20116e+13 6.03849e+13 4.32889e+13 2.32452e+13 3.74382e+13 5.72665e+13 2.37827e+13 2.14421e+13 2.06901e+13 1.69579e+13 1.95591e+13 8.15078e+13 4.50147e+13 7.12455e+13 6.15636e+13 5.79478e+13 7.12547e+13 5.57953e+13 4.96721e+13 5.65773e+13 4.33156e+13 4.59074e+13 3.49702e+13 5.23611e+13 4.06913e+13 3.12412e+13 2.96028e+13
threshold=55.91302515000001 55.924336300000007 37.692869000000009 15.500000000000002 59.025000000000013 38.058342000000003 37.597123000000003 68.00500000000001 2.5000000000000004 8.5000000000000018 116.06000000000002 24.500000000000004 33.395000000000003 37.726745000000001 37.767735350000002 37.792847950000002 69.610000000000014 11.500000000000002 83.010000000000005 2.5000000000000004 70.00500000000001 12.500000000000002 84.030000000000015 19.500000000000004 16.500000000000004 52.405000000000008 37.752451500000006 66.990000000000023 66.990000000000023 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 11 12 7 -2 -9 -8 -7 -5 -4 -14 23 20 -17 18 -18 -20 -16 22 -19 24 28 -25 -27 -28 -15 -30
right_child=1 -3 5 4 -6 10 9 8 -10 -11 -12 -13 13 14 15 16 17 21 19 -21 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=-17.291949617142286 12228.540366222916 -2.0843784790171038 -3311.3623013434476 -10801.075501471938 -57020.372390611286 -8721.9998178660189 -78080.329546875 179308.36254340279 19772.289341634114 6387.5139404296879 -108183.39616477274 -83949.737265625008 2211.4553562506126 21241.488766863942 332.95742319194119 4635.5979831223394 43517.442590903302 42383.814355468756 -180338.2244954427 -166.06299588095817 -54969.977470422971 55882.452224031782 264291.90023148147 23134.447096398759 -15035.317700606785 61379.586656515312 80810.405864025306 271418.74739583337 -17304.982476128473 70277.811485104714
leaf_weight=3041259 586 1260308 1232 1161 427 1467 50 36 60 100 22 40 3069 897 723 4597 406 20 24 257 244 205 27 146 267 173 21 24 45 271
leaf_count=3041259 586 1260308 1232 1161 427 1467 50 36 60 100 22 40 3069 897 723 4597 406 20 24 257 244 205 27 146 267 173 21 24 45 271
internal_value=0 41.185 3326.88 -11668.1 -24721 5936.19 13872.7 21711.7 79598.3 -21768.4 -10191.5 -13237.3 7834.84 9037.73 11547.6 6285.51 9762.75 34863.4 19355.6 -15554.4 -13621.5 77140.7 169863 30104.7 22503.9 61009.2 86374.9 182468 30766.8 57805.6
internal_weight=0 1.2769e+06 16597 2460 1628 14137 832 682 96 150 1489 1201 12648 11416 8347 6503 5536 939 687 281 967 252 47 1844 1480 364 218 45 1213 316
internal_count=4318164 1276905 16597 2460 1628 14137 832 682 96 150 1489 1201 12648 11416 8347 6503 5536 939 687 281 967 252 47 1844 1480 364 218 45 1213 316
is_linear=0
shrinkage=0.1


Tree=4269
num_leaves=31
num_cat=0
split_feature=1 5 0 5 0 1 1 5 6 1 3 1 3 2 0 2 4 0 3 1 1 3 6 5 0 5 4 2 3 1
split_gain=3.26263e+11 4.43773e+12 9.12783e+12 2.33839e+13 5.24609e+13 3.38792e+13 4.49804e+13 4.24714e+13 3.90875e+13 2.43217e+13 3.40586e+13 2.36504e+13 2.65161e+13 2.14438e+13 2.2016e+13 2.64262e+13 2.23961e+13 2.49881e+13 2.2056e+13 7.28315e+13 6.27326e+13 9.7542e+13 3.75312e+13 2.95412e+13 2.95244e+13 2.37968e+13 2.36398e+13 2.10205e+13 1.86874e+13 1.44114e+13
threshold=61.880021000000006 66.040000000000006 55.017766000000002 73.995000000000019 55.034903650000011 82.926290250000008 82.933113850000026 72.705000000000013 1.5000000000000002 82.911991800000024 16.500000000000004 82.973038550000012 14.500000000000002 7.5000000000000009 55.120365700000008 1.5000000000000002 3.5000000000000004 55.050600750000008 10.500000000000002 82.907204800000002 82.897133550000021 9.5000000000000018 1.5000000000000002 70.50500000000001 55.099723300000008 71.715000000000018 2.5000000000000004 10.500000000000002 2.5000000000000004 78.608766650000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 29 4 5 7 8 9 -7 -4 -11 27 -13 14 15 28 18 -18 19 20 -17 24 23 -21 -22 26 -24 -8 -6 -3
right_child=1 2 3 -5 13 6 11 -9 -10 10 -12 12 -14 -15 -16 16 17 -19 -20 22 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-17.0880121166213 -44.914332272451034 20842.095511289426 -15357.441438000933 246.28648008899665 -66306.271093750009 167339.08850160259 -2935.7563744445456 -45157.80574870282 43036.002077907993 47329.384414818174 -27562.896025390626 40726.146354033728 -1284.9156421281905 -1457.1888017573522 2075.8699042694911 40279.41776290402 17133.549105834962 -39287.450789285009 8190.3832429388194 75468.233410717628 11379.973947832661 325386.37613636366 28064.749153180805 7971.2250730118658 151753.9469154095 24602.866484212878 -14374.90267889695 35566.194427427312 -553.5779355290382 -315.33251352633113
leaf_weight=3114505 990281 323 193 86203 45 39 527 166 72 252 80 704 191 9761 11345 186 156 158 1602 167 31 22 175 106 29 512 525 194 1095 98519
leaf_count=3114505 990281 323 193 86203 45 39 527 166 72 252 80 704 191 9761 11345 186 156 158 1602 167 31 22 175 106 29 512 525 194 1095 98519
internal_value=0 44.2158 457.866 1065.45 3557.76 17644.8 25132.2 -1068.32 86710.1 12872.4 29283.1 20902.5 31760.7 2243.37 4479.43 10149.7 14281.8 -11256.6 16672 24423 72403.4 145270 15763.9 49260.6 79227.4 8218.79 -3764.99 7423.99 -3149.08 -246.193
internal_weight=0 1.20366e+06 213378 114536 28333 2418 1727 691 111 525 332 1616 895 25915 16154 4809 3669 314 3355 1753 268 82 1485 273 60 1212 700 721 1140 98842
internal_count=4318164 1203659 213378 114536 28333 2418 1727 691 111 525 332 1616 895 25915 16154 4809 3669 314 3355 1753 268 82 1485 273 60 1212 700 721 1140 98842
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=31
num_cat=0
split_feature=5 3 5 0 4 0 3 0 1 2 1 3 0 5 0 0 4 6 1 0 2 0 0 0 1 0 1 0 0 0
split_gain=3.0867e+11 7.64718e+12 1.25144e+13 1.3521e+13 1.52998e+13 2.99626e+13 1.92593e+13 2.26337e+13 1.63033e+13 2.38961e+13 1.68024e+13 2.32204e+13 2.33261e+13 2.16661e+13 1.63238e+13 6.97919e+13 3.97518e+13 1.70825e+13 1.58327e+13 1.32245e+13 2.10061e+13 1.4929e+13 1.16907e+13 1.8313e+13 3.01103e+13 1.02948e+13 8.82368e+12 2.37099e+13 5.5978e+13 7.55517e+13
threshold=59.245000000000012 7.5000000000000009 60.310000000000009 45.005863250000004 1.5000000000000002 45.053747000000008 5.5000000000000009 56.320495600000008 37.533784800000006 5.5000000000000009 37.777459000000007 5.5000000000000009 55.784980300000008 60.005000000000003 55.727011600000004 55.777112100000004 2.5000000000000004 1.5000000000000002 38.422276900000007 55.806974650000008 3.5000000000000004 56.338501050000012 59.982527000000012 59.963407450000012 30.370618100000005 59.853570100000006 38.096381250000007 55.68356880000001 55.806974650000008 55.899899800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 18 9 22 11 13 -13 14 -10 16 -16 -17 -8 -19 -21 -22 23 -6 -25 -11 27 -4 -29 -30
right_child=1 -3 26 4 8 6 7 -9 10 25 -12 12 -14 -15 15 17 -18 19 -20 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=17.691253439131916 3413.8341219430899 91.658989807459832 -3770.569892696084 -106252.75792863176 6831.9688712205752 -24978.527099387429 -82972.290634300603 86443.109092881961 -16356.757802472797 -26765.305381944447 -3143.045947296841 52576.566766036187 -41767.204179687506 49699.115002441409 -79649.875237165194 -93409.410703125002 -259277.35845170455 52624.104369212968 13356.549038461539 5831.6345290939535 -141665.33738839286 -20944.275791015625 -7419.1576705682473 158760.26763392857 -3666.2483124999999 -113593.56960227274 75.656412490092109 9488.6530043949679 -16590.451051028285 68.089272994428626
leaf_weight=3003216 3684 1011576 23962 37 2593 385 21 36 224 36 25394 76 40 32 28 30 22 27 91 77 21 20 610 21 25 22 202434 5590 2953 34881
leaf_count=3003216 3684 1011576 23962 37 2593 385 21 36 224 36 25394 76 40 32 28 30 22 27 91 77 21 20 610 21 25 22 202434 5590 2953 34881
internal_value=0 -40.4051 -480.765 -2302.12 -3007.14 -19233.5 -13192.8 17466.1 -2691.45 3921.77 -3532.89 -20115.5 20044.2 -29800.6 -35466.5 -54491.3 -158686 -24721.4 -4705.11 -10510.1 -24956.1 -82777 5057.53 7941.49 70485 -59700.2 -254.281 -1245.44 147.959 -1232.13
internal_weight=0 1.31495e+06 303372 33552 29868 570 533 148 29298 3307 25991 597 116 481 449 225 50 175 112 145 118 41 3249 2639 46 58 269820 67386 43424 37834
internal_count=4318164 1314948 303372 33552 29868 570 533 148 29298 3307 25991 597 116 481 449 225 50 175 112 145 118 41 3249 2639 46 58 269820 67386 43424 37834
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=31
num_cat=0
split_feature=3 5 5 1 5 3 3 1 4 0 1 0 0 0 1 0 0 6 3 3 4 0 5 4 1 0 3 5 3 0
split_gain=3.71998e+11 2.63952e+12 1.38674e+13 2.80386e+13 5.592e+13 2.85026e+13 2.43081e+13 3.29128e+13 3.79684e+13 3.49746e+13 5.09653e+13 3.22942e+13 3.22229e+13 3.15021e+13 2.32652e+13 2.2457e+13 9.82229e+13 5.3816e+13 7.09556e+13 1.24999e+14 1.09615e+14 6.0633e+13 5.19439e+13 5.98251e+13 4.79979e+13 4.61541e+13 3.85762e+13 4.32754e+13 5.0068e+13 3.81022e+13
threshold=10.500000000000002 74.610000000000014 69.610000000000014 37.792847950000002 70.00500000000001 17.500000000000004 21.500000000000004 38.969379750000009 2.5000000000000004 55.812836050000008 37.889331900000009 55.784980300000008 55.806974650000008 55.674875350000008 83.691301500000009 55.745923000000012 55.801980100000009 1.5000000000000002 18.500000000000004 20.500000000000004 2.5000000000000004 55.769960200000007 72.705000000000013 3.5000000000000004 37.726745000000001 55.795550600000006 24.500000000000004 70.50500000000001 23.500000000000004 55.727011600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 9 -9 10 13 14 -13 -7 -10 22 17 18 20 21 -17 -20 23 -6 25 -19 27 28 -21 -24
right_child=1 -3 3 5 15 6 -8 8 11 -11 -12 12 -14 -15 -16 16 -18 24 19 26 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=22.851329814936584 -62.162394428192357 -329.1986518202886 9788.0104711837321 4907.5172817147914 522.30126976208601 -20517.471705163043 3951.1958344180603 4889.4424576016872 -2931.0446146481395 41984.71275767131 -19327.117702488755 -32797.310276603086 -3931.2462963930939 -168077.74965945515 75535.199208470396 20439.334318831701 -3317.340739070376 30864.195072631836 216711.09157608697 6462.0191706730766 -109758.61089215962 51539.125763081393 -12482.074360984159 -123745.96709735578 140748.0434742647 148261.51822916669 40308.034014357188 3398.257605832122 -184644.5806741649 -55502.794515878188
leaf_weight=2688514 1287370 260902 3937 27087 5817 23 10657 6159 6736 83 825 781 766 39 38 153 12323 480 46 26 112 43 4390 39 51 36 228 258 29 216
leaf_count=2688514 1287370 260902 3937 27087 5817 23 10657 6159 6736 83 825 781 766 39 38 153 12323 480 46 26 112 43 4390 39 51 36 228 258 29 216
internal_value=0 -37.699 17.8648 1283.87 -1266.22 2634.99 277.155 -2257.1 -1062.51 -20089.8 -25898.3 -5468 -18504.2 -113338 -2490.87 -3061.1 -409.849 24097 8826.2 27087.6 -34587.7 136909 -6554.46 -305.305 48201.7 39054.7 9020.89 -13769.7 -94303.3 -14499.5
internal_weight=0 1.62965e+06 1.36875e+06 81378 28184 53194 26107 15450 14480 970 887 8321 1547 62 6774 24247 13785 1462 895 630 265 89 10462 5856 567 516 541 313 55 4606
internal_count=4318164 1629650 1368748 81378 28184 53194 26107 15450 14480 970 887 8321 1547 62 6774 24247 13785 1462 895 630 265 89 10462 5856 567 516 541 313 55 4606
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 5 5 3 0 0 0 3 0 3 6 4 5 5 6 0 0 0 0 0 1 0 0 5 0
split_gain=3.47573e+11 8.12031e+12 1.68221e+13 2.0352e+13 1.29185e+13 1.20732e+13 1.14831e+13 1.14195e+13 1.0709e+13 1.25273e+13 2.90623e+13 1.62507e+13 1.43919e+13 9.53291e+12 9.29975e+12 8.59812e+12 9.07573e+12 1.25633e+13 8.61808e+12 8.25871e+12 8.05658e+12 7.98856e+12 1.37479e+13 1.03441e+13 7.47427e+12 7.11697e+12 5.49048e+13 2.48345e+13 7.00341e+13 5.02877e+13
threshold=49.323301500000007 49.964253350000007 55.795550600000006 55.719391050000006 60.005000000000003 55.812836050000008 46.405000000000008 77.00500000000001 4.5000000000000009 55.708120100000009 54.864040150000001 53.973051950000006 9.5000000000000018 58.242297500000006 4.5000000000000009 1.5000000000000002 2.5000000000000004 65.905000000000015 42.895000000000003 1.5000000000000002 53.516665650000007 56.054485600000007 55.820531900000013 55.91302515000001 55.777112100000004 48.712293450000011 53.37994195000001 55.842510000000011 78.710000000000022 57.945214300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 8 24 6 19 21 15 10 11 20 -12 -9 -15 18 17 -17 -2 -4 -10 22 -7 -24 -5 -1 -27 -28 -29 -30
right_child=1 -3 5 4 -6 7 -8 13 9 -11 12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-14.605907474879515 1550.6250849341541 -13.407123907107943 -4845.6250018668061 -12701.619020515929 -64366.566389744723 107.96313127491572 18810.699024581259 -26765.945420713684 -8744.5113397919413 -51262.009816028229 631.75813210227273 -35155.656858974362 103294.00503472223 84278.331430288468 19958.419520072479 2853.0018695440085 18244.582427150919 -31073.301296470909 -26132.324980890862 7656.750671196507 -611.77462470667638 -1520.2276107012758 -68475.492597987293 -20481.118597477041 -49781.247459411621 -53244.498936170217 279.44646982580696 5666.5220026718544 -33037.301212384475 103868.51059570313
leaf_weight=2389630 237 1786507 828 361 71 292 587 37 3314 62 22 195 36 26 166 1849 354 116 214 1460 1926 3572 59 188 64 188 108675 16458 642 28
leaf_count=2389630 237 1786507 828 361 71 292 587 37 3314 62 22 195 36 26 166 1849 354 116 214 1460 1926 3572 59 188 64 188 108675 16458 642 28
internal_value=0 -33.5161 -2273.77 -5202.99 -24881.7 1307.46 6333.41 -2021.94 -4030.54 -6563.22 -6058.7 -6810.11 64353.2 19711.8 28668.4 1048.54 3505.51 850.228 -11585 3132.29 -5755.26 -3232.6 -14580.7 -31945.4 -18285.4 24.0156 756.537 837.236 4376.34 -27315.9
internal_weight=0 1.80254e+06 16036 8821 496 7215 2875 4340 8325 5555 5493 5435 58 229 192 2770 2319 1965 451 2288 5240 4111 539 247 425 2.51562e+06 125991 125803 17128 670
internal_count=4318164 1802543 16036 8821 496 7215 2875 4340 8325 5555 5493 5435 58 229 192 2770 2319 1965 451 2288 5240 4111 539 247 425 2515621 125991 125803 17128 670
is_linear=0
shrinkage=0.1


Tree=4273
num_leaves=31
num_cat=0
split_feature=4 2 1 3 0 1 5 2 5 0 1 3 5 4 0 1 1 0 1 5 5 5 0 0 3 5 2 1 4 5
split_gain=3.45554e+11 9.24638e+12 1.37266e+13 1.49956e+13 1.50288e+13 1.29714e+13 2.37057e+13 3.17602e+13 3.16389e+13 2.94833e+13 2.80464e+13 2.13153e+13 3.47956e+13 6.43109e+13 2.09716e+13 1.96946e+13 2.32217e+13 4.03696e+13 3.04428e+13 1.98605e+13 2.17626e+13 1.93058e+13 1.86576e+13 5.9898e+13 2.46975e+13 2.52372e+13 6.77806e+13 3.32355e+13 2.60978e+13 2.32984e+13
threshold=3.5000000000000004 2.5000000000000004 49.964253350000007 27.500000000000004 55.628356700000005 39.726951800000002 107.05000000000001 4.5000000000000009 105.35000000000001 56.338501050000012 44.660994650000006 6.5000000000000009 177.02500000000003 4.5000000000000009 55.674875350000008 49.201680550000006 49.111504200000006 55.769960200000007 47.282206100000003 142.05000000000004 112.04500000000002 161.85000000000002 56.143542450000005 56.121679000000007 10.500000000000002 150.04500000000004 3.5000000000000004 39.969502550000009 4.5000000000000009 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 8 15 -7 10 -10 12 -9 -14 -12 16 18 -18 22 20 -20 -19 23 -8 25 29 27 -27 -29 -24
right_child=1 2 -4 4 -6 6 7 11 9 -11 14 -13 13 -15 -16 -17 17 21 19 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.8313406860045536 1556.4132546962403 -557.44554223778891 917.35878650238669 103985.25916193183 16206.900571743277 -6250.9221651449316 23680.753703232356 -8288.6967263573097 -89038.961813067581 56700.591031901044 70488.725594429343 340.34856431274449 -165355.05121729651 -20557.346694290303 -56430.92546875 -38245.419449869798 -62013.166637731483 88221.148093220341 29982.672549715913 9153.8999366554053 -61551.684715996416 -8517.6797500000011 16305.308476171876 173527.94475446432 -76542.444676339292 -183243.26335227274 55276.53223805147 14353.366262335527 -105331.05872767857 95216.888245738635
leaf_weight=4195778 34376 31155 42411 22 172 9305 564 608 117 24 23 2364 43 107 30 72 27 118 33 148 122 25 250 28 35 22 68 38 35 44
leaf_count=4195778 34376 31155 42411 22 172 9305 564 608 117 24 23 2364 43 107 30 72 27 118 33 148 122 25 250 28 35 22 68 38 35 44
internal_value=0 165.634 -377.594 -1582.01 26161.1 -1700.55 -4199.73 1567.48 -7084.25 -47053.8 -61701.4 -4338.52 -18930.6 -62066 -1352.59 12886.4 15250.9 50134.1 10975.3 -17046.5 -42063.7 71308.8 18808 30768.1 4417.03 10617.4 -20943 -75500.1 -43029.6 28115.2
internal_weight=0 122386 88010 45599 194 45405 14250 4751 9499 194 170 3122 758 150 53 1629 1557 170 1387 303 155 143 1084 592 492 457 163 95 73 294
internal_count=4318164 122386 88010 45599 194 45405 14250 4751 9499 194 170 3122 758 150 53 1629 1557 170 1387 303 155 143 1084 592 492 457 163 95 73 294
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=31
num_cat=0
split_feature=1 1 5 4 0 0 1 3 5 3 6 0 0 0 3 3 0 5 1 5 1 4 3 1 0 3 3 3 0 5
split_gain=3.7949e+11 4.41547e+12 1.83094e+13 1.80841e+13 1.77683e+13 2.94619e+13 6.24594e+13 4.17505e+13 3.15053e+13 2.85876e+13 3.53397e+13 4.02476e+13 3.42086e+13 8.39329e+13 2.92003e+13 3.93277e+13 3.92727e+13 3.59496e+13 3.29345e+13 2.69507e+13 2.63963e+13 2.43605e+13 2.42568e+13 2.39443e+13 4.36961e+13 4.49495e+13 4.37269e+13 8.34578e+13 1.08381e+14 5.12837e+13
threshold=50.227799100000006 48.712293450000011 25.005000000000006 2.5000000000000004 55.826364100000013 55.834684950000003 49.073956850000009 10.500000000000002 49.995000000000012 14.500000000000002 1.5000000000000002 55.842510000000011 55.842510000000011 55.86787755000001 11.500000000000002 8.5000000000000018 55.885524800000006 39.995000000000012 49.177301950000007 118.33500000000002 49.323301500000007 2.5000000000000004 16.500000000000004 49.073956850000009 55.820531900000013 14.500000000000002 8.5000000000000018 11.500000000000002 55.806974650000008 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 23 6 7 -6 -9 12 11 -11 -7 -14 15 16 17 -15 -18 22 -17 -16 -8 24 26 -26 -4 28 -28 -30
right_child=-2 2 4 -5 5 9 19 8 -10 10 -12 -13 13 14 21 20 18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-11.101571912302951 -35.868634437722591 -6333.434943874604 -4857.7442051545431 40746.378967726378 16604.573598636871 -4030.3456146967837 -511.97340896606448 27568.453099603521 83618.326849992096 -47124.884347873267 -15457.874194296368 7950.2142370338061 12419.36971380057 -1269.0299777655218 15842.912233813533 -21161.319508211054 -30745.276841395484 29188.246535609738 -540.55859501418468 103649.59071514424 388.20895645055396 91915.157158015325 34012.107146171293 483.82157513982696 5492.9393674687472 -36481.358402477243 7719.3416017928221 2008.2009549644904 -70954.987050547221 -227249.76686789771
leaf_weight=2389630 1752533 4796 1840 83 1354 5484 3520 219 185 144 2063 1689 8024 718 221 1589 399 842 3790 26 885 52 216 133298 3101 278 212 492 459 22
leaf_count=2389630 1752533 4796 1840 83 1354 5484 3520 219 185 144 2063 1689 8024 718 221 1589 399 842 3790 26 885 52 216 133298 3101 278 212 492 459 22
internal_value=0 24.5012 507.893 -5532.53 680.116 2828.78 9461.75 25022.5 53234.9 1415.11 -6480.41 3623.53 2813.08 5084.83 -1842.24 -2910.44 1626.24 15170.1 -3417.54 2190.15 -13452.6 30332.9 1484.07 196.867 -5776.04 2039.59 -14506.3 -29488 -51849 -78103.6
internal_weight=0 2.56563e+06 176001 4879 171122 31420 5520 1758 404 25900 3896 1833 22004 16520 8496 8223 5749 1560 4189 3762 2474 273 3736 139702 6404 3379 3025 1185 693 481
internal_count=4318164 2565631 176001 4879 171122 31420 5520 1758 404 25900 3896 1833 22004 16520 8496 8223 5749 1560 4189 3762 2474 273 3736 139702 6404 3379 3025 1185 693 481
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 4 3 5 5 3 5 5 2 3 3 2 4 3 2 3 0 3 0 5 3 4 3 5 4
split_gain=3.63177e+11 3.63311e+12 1.52058e+13 1.6179e+13 2.52941e+13 3.54196e+13 2.54006e+13 4.97325e+13 2.36663e+13 2.13622e+13 2.08381e+13 2.0792e+13 2.66632e+13 2.51184e+13 2.80197e+13 1.896e+13 1.71779e+13 1.66983e+13 1.63747e+13 4.38225e+13 4.51603e+13 2.75853e+13 2.67445e+13 2.55287e+13 3.63685e+13 3.41604e+13 2.11826e+13 5.58736e+13 3.27037e+13 2.10925e+13
threshold=38.92948375000001 38.959914000000005 45.073740550000004 45.063245200000004 5.5000000000000009 12.500000000000002 1.5000000000000002 14.500000000000002 70.50500000000001 120.05000000000001 11.500000000000002 96.015000000000015 90.015000000000015 1.5000000000000002 9.5000000000000018 19.500000000000004 3.5000000000000004 2.5000000000000004 19.500000000000004 2.5000000000000004 21.500000000000004 45.022371150000005 16.500000000000004 45.005863250000004 118.33500000000002 23.500000000000004 2.5000000000000004 21.500000000000004 79.010000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 9 10 -7 8 -8 -5 11 12 17 -13 -15 -9 -14 -6 22 20 -20 23 -2 -21 -25 -26 -23 -28 -29 -24
right_child=1 -3 -4 4 5 6 7 15 -10 -11 -12 13 16 14 -16 -17 -18 -19 19 21 -22 26 29 24 25 -27 27 28 -30 -31
leaf_value=42.846129018366803 -2571.4650242363291 -7.705838326260535 -4839.2620615861988 -11722.205404884407 20171.923873757936 -3941.3905616481811 -2568.4193394942249 14990.10024966411 -47291.550267369545 85540.484714673919 43764.975066836982 65284.05894886364 18482.893507543104 -8513.0240032327583 -101269.48195277623 -18946.283723214288 118549.6775297619 -10034.73502633231 171638.94508579801 6962.6995754942609 30818.751181480533 -107.68511050614774 4941.0378534664897 -60826.853785822939 -37383.557915296049 108183.3955357143 152834.7114388021 103240.32926682693 9400.4292351808526 -38591.712545011374
leaf_weight=1356740 11851 2927498 8066 1241 1000 3562 278 2778 206 23 263 33 29 145 42 175 42 224 28 196 122 1971 159 208 38 28 30 39 778 371
leaf_count=1356740 11851 2927498 8066 1241 1000 3562 278 2778 206 23 263 33 29 145 42 175 42 224 28 196 122 1971 159 208 38 28 30 39 778 371
internal_value=0 -19.6294 -1048.52 133.846 3273.36 5178.04 1976.22 8109.05 -21603.5 -9952.39 17781.8 13271.2 18099.8 -15151.5 -29346 12979 77677.3 14643.9 -1858.94 4246.58 57105.2 1835.15 -3554.34 -20593.1 -40304.5 24372.1 5575.83 18801.6 13879.9 -25531.9
internal_weight=0 2.96142e+06 33926 25860 10041 8777 6999 3437 484 1264 1778 1515 1295 220 187 2953 71 1224 15819 3438 150 3288 12381 470 274 66 2818 847 817 530
internal_count=4318164 2961424 33926 25860 10041 8777 6999 3437 484 1264 1778 1515 1295 220 187 2953 71 1224 15819 3438 150 3288 12381 470 274 66 2818 847 817 530
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 5 3 5 4 5 0 0 5 5 3 5 0 3 5 5 5 3 6 3 0 5 2 3 5 5
split_gain=3.71356e+11 5.82132e+12 2.25568e+13 4.72201e+13 1.97108e+13 1.57947e+13 1.5921e+13 2.26203e+13 1.20447e+13 1.15579e+13 1.08258e+13 2.56052e+13 1.21015e+13 9.7859e+12 8.76087e+12 9.52247e+12 1.46484e+13 3.80214e+13 3.63238e+13 8.64886e+12 8.6128e+12 8.49551e+12 8.37198e+12 1.1504e+13 1.51323e+13 1.15626e+13 8.23863e+12 7.76249e+12 2.12751e+13 1.46683e+13
threshold=50.973130900000008 44.083877800000003 44.660994650000006 48.713222300000005 43.868031300000006 57.005000000000003 16.500000000000004 65.045000000000016 2.5000000000000004 80.00500000000001 43.642715500000008 43.465905150000005 62.995000000000012 98.020000000000024 7.5000000000000009 62.710000000000008 47.425481600000005 4.5000000000000009 71.715000000000018 92.035000000000011 48.510000000000012 9.5000000000000018 1.5000000000000002 6.5000000000000009 43.056445700000005 75.750000000000014 3.5000000000000004 4.5000000000000009 73.995000000000019 87.395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 -1 -5 7 8 -7 -8 11 22 -13 -11 15 -12 -17 -18 26 -20 -6 -16 23 -3 -25 -26 -19 28 -9 -29
right_child=-2 2 -4 5 20 6 9 27 -10 13 14 12 -14 -15 21 16 17 18 19 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=12.325174222334693 -14.440989217233792 779.86922574043274 -60.991640791907322 11239.994941242881 -3038.7360319030076 76403.395512695308 32739.695038006757 -86982.72112165179 31381.188633615733 139609.46071874999 4640.6442670486222 -13227.5527111919 -59923.761131932195 59051.405885074011 -6322.4380573105982 10622.816589680884 -36883.519876453494 -29853.118447265624 95279.717457245628 170865.24244791668 -18799.755102103652 5985.8225113658909 -2971.5903130787219 14029.855181019519 34252.985668103451 133088.35891845703 48481.782408405175 26705.932002504411 46168.411402529768 -14557.800847833809
leaf_weight=787995 3475398 768 40961 1457 621 80 74 28 231 25 2680 119 104 38 1144 769 43 25 41 24 785 1100 2914 261 29 20 29 248 21 132
leaf_count=787995 3475398 768 40961 1457 621 80 74 28 231 25 2680 119 104 38 1144 769 43 25 41 24 785 1100 2914 261 29 20 29 248 21 132
internal_value=0 59.5517 1070.38 4806.45 -8.78221 17622.3 28225.4 22428.1 42962.5 59539.6 1836.02 -2028.36 -35005.2 91018.9 4617.98 7667.34 16380.1 43709.2 72830.9 123188 -11838.5 -288.977 -186.217 7343.08 23602.9 74594 12215.6 7541.87 -29918 12372.2
internal_weight=0 842766 53365 12404 789401 2334 877 740 311 137 10070 4215 223 63 5855 3611 931 162 119 65 1406 2244 3992 1078 310 49 54 429 49 380
internal_count=4318164 842766 53365 12404 789401 2334 877 740 311 137 10070 4215 223 63 5855 3611 931 162 119 65 1406 2244 3992 1078 310 49 54 429 49 380
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 1 3 4 2 1 2 5 5 5 4 3 3 1 3 5 5 3 3 3 1 3 1 6 1
split_gain=3.66297e+11 9.67478e+12 3.93429e+13 1.45547e+13 1.38171e+13 1.47189e+13 1.46613e+13 1.00303e+13 9.85408e+12 8.12983e+12 7.6962e+12 7.00098e+12 6.71392e+12 6.60548e+12 6.56897e+12 1.2482e+13 1.10019e+13 1.24659e+13 8.37211e+12 7.97337e+12 7.91479e+12 9.61894e+12 1.1591e+13 8.23503e+12 6.21811e+12 1.40647e+13 8.88915e+12 2.13378e+13 2.17726e+13 8.03704e+12
threshold=47.425481600000005 48.713222300000005 39.969502550000009 37.005000000000003 40.247294600000011 40.810045900000013 42.09605220000001 3.5000000000000004 3.5000000000000004 5.5000000000000009 39.899261850000009 7.5000000000000009 50.005000000000003 76.00500000000001 68.52500000000002 2.5000000000000004 20.500000000000004 17.500000000000004 45.148007750000012 9.5000000000000018 53.385000000000012 58.995000000000012 8.5000000000000018 4.5000000000000009 7.5000000000000009 44.660994650000006 4.5000000000000009 44.083877800000003 1.5000000000000002 44.083877800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 11 12 -5 14 13 -9 -6 -7 -10 15 20 17 24 19 -17 -8 22 23 -22 25 26 29 -28 -29 -16
right_child=1 -3 4 7 5 6 8 10 9 -11 -12 -13 -14 -15 16 18 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=61.449841129675661 -179.1960330963135 -2.3206801114408737 -6230.7306530684264 -13179.896016729446 6790.2653137261241 -8712.1330961627737 -47.73280185386556 -51124.212452367414 -20902.785591250245 -35394.391108714917 -26108.911010419757 -18186.471900255925 -31667.08958698091 7452.0504767922803 31005.778088378909 -9077.5854990732187 -16715.848706054687 63767.329842035826 11886.936341904717 -33351.181273162059 4484.5163060897439 -1088.5984201906608 7507.5398845580467 57902.119928473403 1869.9669369523699 -28782.632049967448 8909.1761934988845 12749.43727734375 129614.09285777698 -34974.513750000006
leaf_weight=792105 272 3509193 3940 336 3448 324 4401 194 159 135 336 116 210 170 48 1021 140 47 163 156 39 317 207 111 362 45 70 25 44 30
leaf_count=792105 272 3509193 3940 336 3448 324 4401 194 159 135 336 116 210 170 48 1021 140 47 163 156 39 317 207 111 362 45 70 25 44 30
internal_value=0 -13.8043 -2403.12 -20358.4 -1103.96 609.599 -1716.59 -26696.5 -603.958 -14730.5 -35265.5 5977.33 -17739.4 -6251.35 303.142 -768.9 8782.98 14103.2 -9353.3 -12294.8 1497.72 11589 22846.2 44013.5 10362.4 22096.3 32647.2 47808.6 87271.8 5628.74
internal_weight=0 3.52606e+06 16866 1138 15728 11788 8224 866 7690 464 530 3564 534 329 7226 6415 811 671 1340 1177 5075 674 357 150 624 262 217 139 69 78
internal_count=4318164 3526059 16866 1138 15728 11788 8224 866 7690 464 530 3564 534 329 7226 6415 811 671 1340 1177 5075 674 357 150 624 262 217 139 69 78
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=31
num_cat=0
split_feature=3 3 2 5 0 0 0 0 1 0 0 5 5 1 3 0 0 0 0 6 1 1 0 5 3 0 0 1 5 0
split_gain=3.68777e+11 2.81555e+12 8.26238e+12 1.16439e+13 2.62818e+13 2.7093e+13 2.04988e+13 1.01592e+13 9.20538e+12 9.07183e+12 8.48417e+12 6.97325e+12 2.02712e+13 1.9619e+13 1.12904e+13 9.85211e+12 1.72174e+13 8.45988e+12 1.20557e+13 6.99783e+12 1.23066e+13 9.15656e+12 6.89594e+13 1.47772e+13 9.04698e+12 1.30597e+13 9.25386e+12 8.87806e+12 8.81721e+12 7.96461e+12
threshold=10.500000000000002 14.500000000000002 1.5000000000000002 109.05000000000001 57.057093650000006 44.580511600000001 45.029420750000007 55.010031850000011 44.083877800000003 45.063245200000004 55.860536450000005 46.810000000000009 45.305000000000007 37.869926150000005 12.500000000000002 55.645049100000001 55.801980100000009 43.465905150000005 43.514103700000014 1.5000000000000002 20.507360500000004 39.863684800000009 44.678200800000006 49.995000000000012 12.500000000000002 55.645049100000001 55.416472000000006 30.315880100000005 91.050000000000011 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 -5 -7 9 10 -8 -9 12 17 14 15 -14 -17 -2 -19 21 -21 22 -13 27 -25 26 -26 -24 -27 -22
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12 19 13 -15 -16 16 -18 18 -20 20 29 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=22.752211171118361 41191.49766898778 28.220196175452312 -172.70314192467478 106194.2286295573 96774.025728462846 -102292.66296875 31723.650339673914 30156.221151620372 81498.79227241849 -42316.018028336868 -44751.896726190476 189561.574375 13494.596512276788 249.76544788970045 2964.3584334935899 141577.71125567038 48978.520401589914 -69797.247244966959 -1614.9196886823506 -69080.909299395164 -1673.4693112524765 -7862.3706023994346 -88104.273974609387 -5776.2571307661201 5552.9475067229232 27707.834510569672 -35394.510242069133 -17750.711947073065 -34732.258870442711 -8715.2564851362858
leaf_weight=2688514 46 1303445 306509 24 37 20 23 54 23 59 21 20 28 169 39 31 57 26 10022 31 2658 869 24 466 337 392 66 71 24 4059
leaf_count=2688514 46 1303445 306509 24 37 20 23 54 23 59 21 20 28 169 39 31 57 26 10022 31 2658 869 24 466 337 392 66 71 24 4059
internal_value=0 -37.5354 -300.281 -2285.64 18695.6 5798.77 -6248.68 4422.87 26154.3 -21548.8 9181.95 -2567.41 -805.173 23815.9 49510.6 65159.8 81598.7 -1595.47 -1791.35 -4603.45 -6218.85 200.747 5205.64 2533.81 5347.44 11676.7 -1153.09 -35524.2 24105.5 -5928.73
internal_weight=0 1.62965e+06 326205 19696 261 224 200 180 98 82 75 19435 10418 324 155 116 88 10094 10048 9017 6748 2269 1400 1380 1285 819 403 95 416 6717
internal_count=4318164 1629650 326205 19696 261 224 200 180 98 82 75 19435 10418 324 155 116 88 10094 10048 9017 6748 2269 1400 1380 1285 819 403 95 416 6717
is_linear=0
shrinkage=0.1


Tree=4279
num_leaves=31
num_cat=0
split_feature=3 3 6 1 1 1 5 5 1 1 1 1 1 1 0 0 1 1 5 5 5 4 2 1 0 5 5 0 1 1
split_gain=3.67912e+11 3.36143e+12 2.01933e+13 8.49966e+13 3.95912e+13 3.75459e+13 3.94887e+13 4.73347e+13 3.79458e+13 3.50106e+13 3.23214e+13 2.94441e+13 7.20348e+13 7.13655e+13 6.45569e+13 6.01949e+13 5.02898e+13 4.68644e+13 4.50877e+13 6.29971e+13 5.50155e+13 4.8842e+13 4.28918e+13 3.54963e+13 3.09181e+13 3.0607e+13 2.9889e+13 3.35291e+13 2.86537e+13 3.63386e+13
threshold=19.500000000000004 20.500000000000004 1.5000000000000002 30.226173900000003 49.073956850000009 49.177301950000007 101.05000000000001 45.610000000000007 49.201680550000006 30.102666750000001 61.310823700000007 30.243224600000001 30.362552800000003 30.315880100000005 59.904813200000007 53.242949050000007 37.559851850000008 30.388336800000001 45.985000000000007 91.050000000000011 75.015000000000015 2.5000000000000004 2.5000000000000004 30.410108300000001 59.863160500000006 40.905000000000008 56.005000000000003 59.863160500000006 39.188277450000008 39.488326500000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 28 6 7 -6 -7 -4 11 24 13 -13 15 -14 22 -16 25 20 26 -22 -17 -19 -11 -15 -20 -28 -5 -30
right_child=1 -3 9 4 5 8 -8 -9 -10 10 -12 12 14 18 17 16 -18 23 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=10.653624203935857 25024.977713136846 4.6490514922770396 -77684.651004464293 -5304.5378083072865 -5428.9935346461061 -30418.407917140081 -22063.401769363241 45869.829129279387 554.76184866906522 12563.204289139852 -8570.8000320347728 5699.4372040779363 -99.179311291758609 43262.370825800623 -45780.211293219181 -24363.652880859376 6428.8073318323268 86498.852031250004 173413.53875000001 10619.471382913962 315839.3309895834 133559.6882932079 31554.673338009652 -9852.0181449494157 -16142.313690432196 -61768.365332031251 -64464.763437500005 81677.524906357023 -42806.392113187023 -10944.970403978961
leaf_weight=3810546 1057 458081 56 13700 268 416 186 547 8043 505 2811 496 10406 121 427 150 3955 40 25 77 21 49 1604 867 1460 36 20 73 456 1665
leaf_count=3810546 1057 458081 56 13700 268 416 186 547 8043 505 2811 496 10406 121 427 150 3955 40 25 77 21 49 1604 867 1460 36 20 73 456 1665
internal_value=0 -79.9738 -862.502 -2757.38 -3918.96 1198.72 19512.5 29001 -968.449 1288.77 1479.86 2869.42 4114.14 31417.5 2677.7 4427.74 12679.1 -18463.2 61645.4 86804.7 118008 188244 26772.6 -5602.81 -8765.07 19178.9 76343.2 50249.1 -6979.03 -17795
internal_weight=0 507618 49537 26338 25281 9460 1001 815 8459 23199 23143 20332 18367 918 17449 16115 5709 1334 422 265 188 70 1754 907 1965 157 118 93 15821 2121
internal_count=4318164 507618 49537 26338 25281 9460 1001 815 8459 23199 23143 20332 18367 918 17449 16115 5709 1334 422 265 188 70 1754 907 1965 157 118 93 15821 2121
is_linear=0
shrinkage=0.1


Tree=4280
num_leaves=31
num_cat=0
split_feature=5 1 0 2 4 3 5 4 3 3 3 2 3 6 1 0 1 5 5 2 2 3 3 2 5 0 4 2 2 0
split_gain=3.57589e+11 3.75506e+12 1.98437e+13 1.36468e+13 9.26431e+12 9.01316e+12 1.94388e+13 1.38502e+13 8.9679e+12 7.02275e+12 1.07925e+13 1.30496e+13 8.61496e+12 1.11855e+13 9.8073e+12 1.55267e+13 3.27957e+13 1.57398e+13 4.28076e+13 1.08429e+13 1.2871e+13 9.85029e+12 2.35945e+13 6.78195e+13 5.9902e+13 2.57173e+13 2.51724e+13 1.12114e+13 9.58773e+12 3.02249e+13
threshold=118.33500000000002 30.243224600000001 60.042666650000008 16.500000000000004 4.5000000000000009 5.5000000000000009 132.05000000000004 3.5000000000000004 23.500000000000004 22.500000000000004 18.500000000000004 6.5000000000000009 16.500000000000004 1.5000000000000002 30.160599000000001 59.950068600000009 30.207352000000004 125.85000000000001 137.05000000000004 2.5000000000000004 3.5000000000000004 9.5000000000000018 8.5000000000000018 3.5000000000000004 120.05000000000001 54.725565150000001 4.5000000000000009 9.5000000000000018 3.5000000000000004 59.609407350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -4 -8 9 10 12 -12 14 -14 21 16 -16 -17 -19 -18 -21 22 28 25 -25 -24 -26 -23 -2 -30
right_child=1 -3 4 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 17 19 18 -20 20 -22 27 23 24 26 -27 -28 -29 29 -31
leaf_value=3.2504360243754777 -5324.6760907421885 -435.96660455552666 -116814.15772569446 -41798.67586069915 25070.975821200285 11234.26796875 22973.684713541668 -81488.134605823871 60332.126499495971 -50044.93736683239 101922.99567307693 4358.0101293103453 8864.724239864865 -71214.181344696975 143672.66645883414 31112.152650669643 -43829.439918154763 -149736.06433423914 23992.462711148648 94300.682868303571 20117.077965448945 -22274.99204947404 216755.59979619566 134524.5715625 -141424.363625 72858.57268518518 -2169.0068287037038 17253.826757812501 4393.4776463114595 72173.512550807645
leaf_weight=4263765 625 51929 36 59 22 22 30 22 31 22 26 29 37 33 26 56 21 23 37 28 142 254 23 20 25 27 27 100 593 74
leaf_count=4263765 625 51929 36 59 22 22 30 22 31 22 26 29 37 33 26 56 21 23 37 28 142 254 23 20 25 27 27 100 593 74
internal_value=0 -254.767 3554.75 5684.49 -34167.6 -46015.3 -60327.7 -21221.7 6913.76 6177.12 6732.78 50479.6 5624.49 -28886.8 6774.32 22517.1 38304.7 -7016.62 -42603.5 23961.4 32335.6 3809.2 7543.94 49581 -12551.1 139051 -69118.7 -11108.7 3574.5 11913.3
internal_weight=0 54399 2470 2338 132 110 88 52 2279 2248 2226 55 2171 70 2101 333 217 116 60 191 170 1768 1414 122 72 50 52 354 1292 667
internal_count=4318164 54399 2470 2338 132 110 88 52 2279 2248 2226 55 2171 70 2101 333 217 116 60 191 170 1768 1414 122 72 50 52 354 1292 667
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=31
num_cat=0
split_feature=3 5 5 1 1 4 1 0 1 0 2 1 0 0 0 0 2 1 1 5 5 2 0 0 5 6 1 2 4 0
split_gain=3.46077e+11 1.47976e+12 3.81128e+12 5.62651e+12 1.31539e+13 1.20525e+13 1.28436e+13 2.79935e+13 5.98592e+12 9.40347e+12 4.68761e+12 4.69659e+12 4.18265e+12 4.06287e+12 3.92601e+12 6.91114e+12 3.78369e+12 7.05457e+12 3.33305e+12 5.55016e+12 9.95123e+12 5.29315e+12 3.73066e+12 7.68416e+12 5.39486e+12 1.28844e+13 5.91249e+12 5.80246e+12 4.76299e+12 4.69844e+12
threshold=2.5000000000000004 101.05000000000001 99.555000000000021 82.91993380000001 86.192907650000009 4.5000000000000009 43.808567100000012 44.226894250000008 37.342273500000012 55.299834250000011 1.5000000000000002 39.694727950000008 45.059881250000011 57.147575200000006 47.272352350000006 45.254062050000009 1.5000000000000002 49.323301500000007 30.346469350000003 161.85000000000002 132.05000000000004 1.5000000000000002 57.057093650000006 57.178027650000011 109.05000000000001 1.5000000000000002 50.388877400000005 1.5000000000000002 3.5000000000000004 56.281985950000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -9 10 14 12 -12 16 15 -10 17 -8 19 20 21 -3 29 28 27 -26 -27 -25 -24 -20
right_child=-2 18 3 4 -6 -7 13 8 9 -11 11 -13 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=156.05001840217778 -4.6419123971231366 27305.384072580644 -131179.82020596592 -87508.856420898446 5047.1851045496333 48503.313321314105 55080.755968520221 -49518.243667763163 -46757.105761718754 57078.50390625 -4367.9308122306038 -35684.023789062507 52068.449324544272 55420.218789062499 -62016.358031250005 13166.245893429488 -14600.80315625 -4717.6382750166222 2995.8421846568158 33001.859523809529 -74134.0185546875 -27452.977972560977 84756.018217329547 6388.5026932565788 74486.947098214281 -23160.004985654039 10686.670476973684 65783.861691810351 19672.532693614132 -15271.332832225271
leaf_weight=109851 4205107 31 22 28 34 39 34 38 38 21 29 20 24 20 25 39 50 47 2085 21 28 41 22 38 21 113 95 29 23 151
leaf_count=109851 4205107 31 22 28 34 39 34 38 38 21 29 20 24 20 25 39 50 47 2085 21 28 41 22 38 21 113 95 29 23 151
internal_value=0 172.654 116.087 -8525.66 -36752.3 -4601.78 -9690.47 -23333.6 -13194.2 -6151.81 -13739.4 5606.74 21188.2 13439.6 -27585.2 -16406.3 7030.36 20382.9 2486.48 -13734 -23548.6 -3876.46 3248.09 12991.1 7138.09 -164.284 -7701.19 32096.9 51491.1 1762.24
internal_weight=0 113057 110359 508 62 446 407 256 234 196 175 73 53 151 102 77 131 81 2698 121 100 72 2577 341 296 229 208 67 45 2236
internal_count=4318164 113057 110359 508 62 446 407 256 234 196 175 73 53 151 102 77 131 81 2698 121 100 72 2577 341 296 229 208 67 45 2236
is_linear=0
shrinkage=0.1


Tree=4282
num_leaves=31
num_cat=0
split_feature=4 5 1 1 1 2 5 5 1 5 5 0 0 3 0 5 5 3 0 5 2 5 2 5 2 2 3 0 1 5
split_gain=3.40167e+11 7.6866e+12 9.75981e+12 2.12005e+13 2.1211e+13 3.96003e+13 5.18037e+13 1.16803e+14 3.72774e+13 3.6484e+13 4.43021e+13 2.27553e+13 4.55067e+13 3.14451e+13 2.24384e+13 2.03475e+13 3.11827e+13 3.44968e+13 2.02936e+13 2.29856e+13 2.26405e+13 2.68596e+13 4.33055e+13 1.92496e+13 1.74649e+13 2.47805e+13 4.20599e+13 2.81097e+13 1.69665e+13 1.79149e+13
threshold=3.5000000000000004 76.730000000000018 82.871296800000025 82.907204800000002 82.911991800000024 9.5000000000000018 125.85000000000001 132.05000000000004 82.91993380000001 150.04500000000004 118.33500000000002 55.043101600000007 55.034903650000011 7.5000000000000009 55.020029900000004 118.33500000000002 110.05000000000001 8.5000000000000018 55.055104550000003 123.15000000000002 20.500000000000004 110.05000000000001 4.5000000000000009 118.33500000000002 10.500000000000002 6.5000000000000009 11.500000000000002 54.99493995000001 82.897133550000021 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 18 5 6 15 -8 9 10 14 12 13 -12 -6 16 -5 -18 19 -4 21 -20 -23 -7 25 26 28 -28 29 -21
right_child=1 2 3 4 8 23 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 20 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-4.7935362215239321 1497.4103719325246 -870.03322963169376 17773.187732023795 -15217.683318391393 -65226.115326286759 -38941.502689034598 252844.9453125 6701.0243034518498 774.02025587217884 -15177.497364050198 -10904.024127604167 44209.5947265625 203170.80638020835 137850.99693287036 28578.870195695468 -49762.397465152877 632.14817708333339 157415.65720108699 15999.370124604431 -42454.354485887103 -12032.203931864755 49362.233659648897 196669.4451508621 -119027.35137552401 -60275.346030745975 43832.275781250006 150862.10092329545 -10886.738132440478 -54102.170027828848 68964.589004629626
leaf_weight=4195778 31959 69886 812 488 34 112 24 98 17689 127 30 88 36 27 102 139 36 23 79 31 61 64 29 41 62 86 22 21 153 27
leaf_count=4195778 31959 69886 812 488 34 112 24 98 17689 127 30 88 36 27 102 139 36 23 79 31 61 64 29 41 62 86 22 21 153 27
internal_value=0 164.338 -306.801 1609.46 725.067 -13752.8 -4919.44 55122.8 1492.36 30111 48254.9 80659.9 115151 59558.9 5127.62 -15597.5 -6915.74 61751.1 13279.6 8091.44 40311.5 58875.3 95296.7 -60402.4 -11464.7 -2563.98 -18272.9 71868.5 -36643 9413.08
internal_weight=0 122386 90427 20541 19094 961 808 122 18133 444 317 181 93 57 136 686 547 59 1447 1214 233 172 93 153 402 340 254 43 211 58
internal_count=4318164 122386 90427 20541 19094 961 808 122 18133 444 317 181 93 57 136 686 547 59 1447 1214 233 172 93 153 402 340 254 43 211 58
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 4 5 3 5 2 5 2 1 5 5 4 3 3 1 3 5 5 3 3 1 3 1 2 2
split_gain=3.44363e+11 7.84606e+12 3.22507e+13 1.68924e+13 1.18905e+13 1.1885e+13 8.0412e+12 7.60944e+12 6.96595e+12 7.86623e+12 6.58442e+12 5.97407e+12 5.66825e+12 5.5537e+12 5.43887e+12 5.33738e+12 1.01293e+13 8.92546e+12 1.04232e+13 6.78116e+12 6.45608e+12 6.43495e+12 7.77633e+12 9.37207e+12 6.67106e+12 4.69269e+12 4.63934e+12 1.14013e+13 8.18142e+12 1.0822e+13
threshold=47.425481600000005 48.713222300000005 39.899261850000009 40.247294600000011 40.810045900000013 42.09605220000001 3.5000000000000004 52.020000000000003 3.5000000000000004 32.005000000000003 5.5000000000000009 39.025000000000013 7.5000000000000009 33.101335500000005 76.00500000000001 68.52500000000002 2.5000000000000004 20.500000000000004 18.500000000000004 45.148007750000012 9.5000000000000018 53.385000000000012 58.995000000000012 8.5000000000000018 4.5000000000000009 39.969502550000009 7.5000000000000009 44.660994650000006 4.5000000000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 7 8 12 11 15 -2 -4 -10 14 -6 -5 -1 -8 16 21 18 26 20 -18 -7 23 24 -23 -11 27 -17 -28 -30
right_child=1 -3 3 4 5 6 10 -9 9 25 -12 -13 -14 -15 -16 17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=43820.290145137187 -19702.940901217498 -3.043092325031143 -217.5038615893032 6104.3539660841016 799.13979239212847 -39.207089030918716 -18965.752721227491 -47967.956312790964 150.51582844302098 -21822.627975009353 -31898.207523328994 -22640.569411576358 -16369.671111218684 57.979376342370557 6763.6125292968754 29396.072064208987 -8173.0368328187897 -15044.421940046037 64306.41333403717 10695.16258866948 -30015.295367275139 4030.8700370592946 -945.43463871230836 6782.5879227053147 52109.185972801417 -9763.0708319333262 23246.176474919397 -25912.354418402778 -38584.153147250792 6336.7734261518472
leaf_weight=29 274 3509193 1261 3448 152 4401 159 146 746 376 135 382 116 792076 170 217 1021 140 37 163 156 39 317 207 111 2275 126 45 79 167
leaf_count=29 274 3509193 1261 3448 152 4401 159 146 746 376 135 382 116 792076 170 217 1021 140 37 163 156 39 317 207 111 2275 126 45 79 167
internal_value=0 -13.3846 -2165.07 -1466.26 548.367 -1542.41 -540.645 -29528.4 -6564.68 -8920.82 -13301.7 -15968.6 5372.88 59.5816 -5670.94 278.777 -687.557 7922.47 12714.4 -8420.71 -11068 1354.3 10453.4 20575.1 39608.8 -11473.5 9703.47 19896.5 2524.49 -8089.05
internal_weight=0 3.52606e+06 16866 16446 11788 8224 7690 420 4658 3397 464 534 3564 792105 329 7226 6415 811 671 1340 1177 5075 674 357 150 2651 634 262 372 246
internal_count=4318164 3526059 16866 16446 11788 8224 7690 420 4658 3397 464 534 3564 792105 329 7226 6415 811 671 1340 1177 5075 674 357 150 2651 634 262 372 246
is_linear=0
shrinkage=0.1


Tree=4284
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 5 5 4 5 0 4 1 6 0 0 0 5 5 2 5 2 0 5 3 3 1 5 1 0
split_gain=3.30286e+11 7.8353e+12 3.96704e+13 5.05731e+13 3.01704e+13 4.99743e+13 3.66552e+13 7.49145e+13 7.1452e+13 5.50506e+13 5.43795e+13 3.34443e+13 3.04647e+13 2.88985e+13 2.58458e+13 1.18122e+14 6.6977e+13 4.19125e+13 3.97898e+13 2.79631e+13 4.02649e+13 2.6985e+13 2.67999e+13 2.42008e+13 2.33659e+13 2.47517e+13 2.26422e+13 4.0185e+13 2.22017e+13 1.01937e+14
threshold=37.275078000000001 37.098288800000006 55.299834250000011 54.970187400000007 55.628356700000005 55.664473600000008 61.020000000000003 71.00500000000001 1.5000000000000002 74.010000000000005 55.576287050000012 2.5000000000000004 37.214886200000009 1.5000000000000002 56.009576300000013 55.993277250000013 56.501468900000013 67.520000000000024 43.205000000000005 11.500000000000002 83.010000000000005 2.5000000000000004 56.758269450000007 73.405000000000015 16.500000000000004 9.5000000000000018 37.214886200000009 105.35000000000001 37.214886200000009 55.975961550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 8 11 10 -9 13 24 -12 -4 15 28 23 21 -18 20 -19 -17 -20 -16 25 -8 -11 -28 -7 -30
right_child=-2 2 4 -5 5 14 7 9 -10 26 12 -13 -14 -15 16 17 18 19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-21.908470251726939 -10.770143940481073 -6239.9613441432057 -75817.877118769786 -56482.120651623438 -8071.1336111666606 -829.16502126003752 -65048.080102370695 62265.094639935953 57980.256824632612 -1598.2465215680315 17430.403895864336 19992.736598772324 85208.546405319939 -6630.5039635658268 -29457.296380824329 -4014.2184024586404 -15297.601030578613 89511.303557942709 21378.210897084653 18597.240328881049 253350.48523437502 43731.880675545981 -29784.969839079487 -113820.9795138889 -13953.27173339844 -181209.7130580357 151057.23190104167 -26782.751236979169 4470.8876819370043 77346.253727463947
leaf_weight=535096 3749534 1164 79 242 4696 9385 145 197 433 715 315 70 84 256 613 153 680 60 933 31 20 523 115 36 80 21 27 24 12242 195
leaf_count=535096 3749534 1164 79 242 4696 9385 145 197 433 715 315 70 84 256 613 153 680 60 933 31 20 523 115 36 80 21 27 24 12242 195
internal_value=0 71.0181 1553.83 -14887.6 2273.35 1393.66 12948.3 1254.96 25763.9 15118.6 6758.96 -40994.1 31699.5 -22946.3 3172.52 4215.37 -6746.59 42276.7 3540.64 99227 130471 32925.4 15763.9 -34136.9 -58348.1 -79743.2 2993.49 67367.8 2842.7 5613.5
internal_weight=0 568630 33534 1406 32128 29682 2446 1279 1167 963 734 316 399 335 24986 22609 2377 787 1728 111 80 676 1048 649 246 166 766 51 21822 12437
internal_count=4318164 568630 33534 1406 32128 29682 2446 1279 1167 963 734 316 399 335 24986 22609 2377 787 1728 111 80 676 1048 649 246 166 766 51 21822 12437
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 6 3 1 5 3 3 3 3 3 5 4 3 1 1 5 3 5 1 3 1 3 5 5 4
split_gain=3.38641e+11 5.55314e+12 1.43117e+13 1.52942e+13 1.56149e+13 1.37234e+13 2.26936e+13 3.03848e+13 2.17844e+13 1.98293e+13 1.80691e+13 2.02424e+13 1.76309e+13 2.90326e+13 1.65484e+13 1.75741e+13 1.8645e+13 1.5388e+13 1.48474e+13 1.96853e+13 1.26963e+13 1.34294e+13 1.2366e+13 1.25562e+13 1.20752e+13 2.30034e+13 1.39506e+13 2.0291e+13 1.20367e+13 1.19658e+13
threshold=50.973130900000008 51.636650050000007 3.5000000000000004 37.869926150000005 54.035000000000004 39.188277450000008 1.5000000000000002 11.500000000000002 45.148007750000012 125.85000000000001 24.500000000000004 17.500000000000004 15.500000000000002 17.500000000000004 12.500000000000002 90.015000000000015 2.5000000000000004 22.500000000000004 41.950906500000009 43.048525950000005 85.020000000000024 10.500000000000002 68.00500000000001 39.488326500000007 9.5000000000000018 37.914142000000005 4.5000000000000009 85.91500000000002 71.715000000000018 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 12 18 -9 10 11 24 20 -14 28 16 -16 -15 22 -20 21 -7 23 -8 25 26 -5 -28 -10 -6
right_child=1 -3 3 5 29 6 7 8 14 -11 -12 -13 13 17 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=56.868109997394846 6420.6217536296199 -1.5067591264829558 -2136.7553449007382 -22388.331865812605 -28772.08039646149 -7037.6908133082707 -1204.0041882819557 -5322.3129788333426 42056.847424710184 -47498.781645569623 -68879.682410714289 23232.937833783595 7115.3837862671762 -27727.338943761246 22028.574013586214 -22091.061947471218 77805.373151607797 -4443.7925428451517 17163.237884577171 -633.23258303191653 -47857.502524559095 -21841.072163433451 -25063.174015427769 -17041.169225980029 -3776.5386001695133 19128.683327054659 1601.6119201018416 35769.304487871203 140110.7664341518 -9545.302607033891
leaf_weight=842766 2228 3442887 3479 228 384 1916 2201 292 31 79 35 473 1559 469 456 76 69 719 709 5039 101 901 337 648 2538 906 4375 181 21 2061
leaf_count=842766 2228 3442887 3479 228 384 1916 2201 292 31 79 35 473 1559 469 456 76 69 719 709 5039 101 901 337 648 2538 906 4375 181 21 2061
internal_value=0 -13.7902 -1314.6 -1883.7 -6440.77 -775.439 -2562.88 330.555 17382.7 2376.46 2827.48 3115.93 -7608.64 -1858.87 27535.6 22853 29359.2 -13635.7 -1473.15 1561.91 -13021.5 -11772.5 -6948.83 -4806.14 1959.47 4517.99 1750.99 2959.02 81655.5 -12565
internal_weight=0 3.4754e+06 32511 30283 5924 24359 15544 9879 945 8815 8736 8701 5665 2747 653 601 525 1188 8934 5748 2918 2817 3186 2849 8228 5690 4784 4556 52 2445
internal_count=4318164 3475398 32511 30283 5924 24359 15544 9879 945 8815 8736 8701 5665 2747 653 601 525 1188 8934 5748 2918 2817 3186 2849 8228 5690 4784 4556 52 2445
is_linear=0
shrinkage=0.1


Tree=4286
num_leaves=31
num_cat=0
split_feature=4 5 5 1 0 1 0 2 1 1 0 0 0 5 0 1 2 5 5 1 5 1 0 2 0 0 5 5 0 5
split_gain=3.28024e+11 2.10594e+12 6.68638e+12 1.30289e+13 2.05952e+13 9.70206e+12 1.05914e+13 9.43151e+12 6.25558e+12 1.008e+13 9.68774e+12 1.47978e+13 1.01545e+13 9.44683e+12 8.4204e+12 7.20605e+12 6.41771e+12 1.45261e+13 1.20415e+13 1.50403e+13 9.95807e+12 1.05993e+13 9.47606e+12 7.45628e+12 1.06411e+13 7.38105e+12 7.1703e+12 1.18907e+13 7.01214e+12 6.55747e+12
threshold=4.5000000000000009 110.05000000000001 112.04500000000002 44.005491150000005 55.455204450000004 37.777459000000007 59.904813200000007 3.5000000000000004 44.083877800000003 43.94115175000001 55.061033200000004 55.212972300000011 55.043101600000007 94.040000000000006 55.046835900000012 47.981192400000005 4.5000000000000009 40.905000000000008 105.35000000000001 82.902675200000019 90.015000000000015 82.907204800000002 54.708501450000007 6.5000000000000009 54.920670650000005 54.978840000000005 96.015000000000015 93.00500000000001 54.484631300000011 103.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 -6 -5 9 -2 12 -12 16 -11 -14 -13 17 -10 26 -20 25 22 -22 24 -23 -18 27 -19 29 -28
right_child=1 2 -4 7 5 -7 -8 -9 10 13 11 15 14 -15 -16 -17 20 18 19 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-1.5927064219451144 -3761.1716026225399 -93499.867343750011 985.26985432648098 12811.024881628788 90564.975375000009 -35414.0029466712 4822.903458180147 84633.055983231709 -83739.261523437512 -6319.1171852289244 38308.514043243842 27643.10246378581 -65155.380729166667 -73408.916806402442 -14460.368293833893 1915.9799262565082 15747.086362838745 -8862.0439838169641 78330.311972128387 -13114.536657366072 3869.2298611111109 12073.94340122768 -44652.847290039062 -7258.7734134615384 92249.448000000004 64500.555278201216 -18585.876242591596 47322.556046295169 -40246.516633234802 30798.966768973216
leaf_weight=4303792 2173 20 9262 33 25 23 34 41 24 43 142 120 42 41 149 1174 128 175 37 35 81 49 80 65 25 41 116 48 111 35
leaf_count=4303792 2173 20 9262 33 25 23 34 41 24 43 142 120 42 41 149 1174 128 175 37 35 81 49 80 65 25 41 116 48 111 35
internal_value=0 476.947 1352.18 20660.8 -2513.89 19677.8 41154.3 52604.3 -1197.24 -5075.11 2072.22 7664.58 -4398.89 -39065.3 -25608 4301.8 -540.854 -7565 -4282.81 33878 8160.7 -2775.94 -20241.1 17453.5 39160.3 27574.9 -9947.91 3231.5 -21165.5 -7139.06
internal_weight=0 14372 9438 176 102 82 59 74 4934 2257 2677 1436 1241 84 191 1294 1050 581 557 72 469 300 161 139 74 169 485 223 262 151
internal_count=4318164 14372 9438 176 102 82 59 74 4934 2257 2677 1436 1241 84 191 1294 1050 581 557 72 469 300 161 139 74 169 485 223 262 151
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=31
num_cat=0
split_feature=5 5 0 3 3 2 2 2 1 2 0 2 3 1 0 1 1 3 2 3 6 4 4 1 1 1 1 3 1 4
split_gain=3.37929e+11 3.91502e+12 6.95206e+12 1.3121e+13 2.1914e+13 1.17447e+13 2.79786e+13 1.72668e+13 1.67427e+13 1.19051e+13 1.09e+13 2.53311e+13 1.60176e+13 2.60512e+13 1.10505e+13 2.97141e+13 2.53973e+13 1.8151e+13 2.23909e+13 1.37204e+13 1.0807e+13 1.0543e+13 1.50752e+13 1.06827e+13 4.64042e+13 2.33361e+13 2.83684e+13 1.87556e+13 3.10911e+13 3.46688e+13
threshold=110.05000000000001 109.05000000000001 43.592450450000008 15.500000000000002 13.500000000000002 7.5000000000000009 5.5000000000000009 3.5000000000000004 40.810045900000013 6.5000000000000009 44.998833400000002 1.5000000000000002 14.500000000000002 43.048525950000005 45.047272400000004 39.003296000000006 38.950530550000003 18.500000000000004 8.5000000000000018 10.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 37.542000650000013 37.620907050000007 37.39371280000001 37.362912300000012 7.5000000000000009 37.275078000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -8 11 -4 13 -13 15 16 -12 -18 -19 -17 -7 -16 -23 25 -25 26 27 -24 29 -29
right_child=-2 2 10 -5 -6 20 9 -9 -10 -11 14 12 -14 -15 21 19 17 18 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.28953442456453582 -211.24679281655804 95513.662369791666 56762.147455929487 -39122.725292968753 98330.717518939404 19112.447012867648 142898.47171223958 -27778.918578374956 12810.776450892858 39798.606547619049 -20952.057630813957 -54032.730792063921 35397.353906249999 56991.88098958334 56028.295200892855 15234.723097922586 41192.59973622745 53600.623784722229 187869.43097826088 -42976.289481770837 -57570.526518554689 -74993.823858173084 29216.731896932106 -114217.86095920141 -56.738209288762505 64280.917614583333 -101065.79049479167 89883.195833333346 76766.014622961957 -16188.706461483534
leaf_weight=4238385 74421 30 39 41 33 34 24 84 133 21 43 177 32 24 35 88 97 27 23 75 40 26 301 36 3252 75 24 33 46 465
leaf_count=4238385 74421 30 39 41 33 34 24 84 133 21 43 177 32 24 35 88 97 27 23 75 40 26 301 36 3252 75 24 33 46 465
internal_value=0 3.70456 2705.12 14747.8 20283.4 13246.3 22264.2 9051.88 28032.2 94785.2 1627.69 -17829.2 -30314.5 -40776.1 2766.8 19774.5 46647.1 66421.1 115364 -11549.5 -22337.8 1368.31 919.015 1385.4 -1306.68 10762 6143.03 9188.01 -1894.06 -9159.85
internal_weight=0 4.24374e+06 5358 440 399 366 292 247 163 45 4918 272 233 201 4646 353 190 147 50 163 74 4293 4258 4232 3288 944 869 845 544 498
internal_count=4318164 4243743 5358 440 399 366 292 247 163 45 4918 272 233 201 4646 353 190 147 50 163 74 4293 4258 4232 3288 944 869 845 544 498
is_linear=0
shrinkage=0.1


Tree=4288
num_leaves=31
num_cat=0
split_feature=5 5 3 1 5 0 1 4 1 4 1 0 0 4 0 3 3 2 5 1 0 3 3 1 3 5 1 3 0 0
split_gain=3.29771e+11 6.00115e+12 1.76033e+13 1.45303e+13 1.30731e+13 2.61628e+13 5.16363e+13 1.20834e+13 1.82757e+13 1.09868e+13 1.31645e+13 1.08899e+13 2.67078e+13 2.58757e+13 2.21745e+13 2.18132e+13 3.70616e+13 3.59062e+13 2.8613e+13 2.64903e+13 2.43131e+13 3.5891e+13 3.8336e+13 1.51241e+13 3.32199e+13 4.54188e+13 3.69584e+13 2.92664e+13 2.70683e+13 1.92609e+13
threshold=68.00500000000001 69.610000000000014 7.5000000000000009 20.507360500000004 68.52500000000002 44.039893800000009 43.048525950000005 1.5000000000000002 30.502469200000004 1.5000000000000002 39.753614400000011 55.74310830000001 55.535913550000011 1.5000000000000002 55.784980300000008 18.500000000000004 16.500000000000004 6.5000000000000009 68.52500000000002 37.597123000000003 55.751981950000008 20.500000000000004 23.500000000000004 30.315880100000005 14.500000000000002 69.015000000000015 30.243224600000001 20.500000000000004 59.916647550000008 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -9 10 -6 12 -4 -14 15 16 -13 20 -19 -18 -17 -22 -23 24 26 -26 -16 -27 -28 -30
right_child=1 -3 11 4 9 7 -8 8 -10 -11 -12 14 13 -15 23 17 19 18 -20 -21 21 22 -24 -25 25 27 28 -29 29 -31
leaf_value=12.774572763303397 -38501.439690290179 5.7530946551135136 -2659.0097643686099 189441.82386067708 -4174.7560763888896 -45266.221406249999 -4598.0808227539064 36764.320703288489 5787.6535963046481 804.31978468428827 70379.501914062508 -14430.84799059901 -60730.812224870169 8418.4695324523727 2179.9633650539231 -18599.467682926828 -140705.67183035714 -68614.060818045487 298.48399680237475 -45265.641174316406 192565.15156250002 -76762.962031250005 84910.04447088069 -4241.9549457711119 5997.2998605428184 -65813.845475446433 -22346.931609375002 14140.865549395161 77065.444381030145 23812.04144535771
leaf_weight=3557887 84 721045 12623 24 45 40 32 224 1272 6373 50 891 55 3363 460 41 35 77 277 172 20 20 55 11747 674 175 50 62 183 108
leaf_count=3557887 84 721045 12623 24 45 40 32 224 1272 6373 50 891 55 3363 460 41 35 77 277 172 20 20 55 11747 674 175 50 62 183 108
internal_value=0 -59.7815 -1264.24 2874.37 3305.58 11423.3 78561.9 8975.56 10425.9 1307.52 35064.3 -2348.42 -535.725 7305.77 -4280.85 -15456.8 -23286.2 2087.58 -14691 -61402.8 45761.2 73537.9 41797.2 -2962.23 5818.69 -7243.15 20674.3 -44897.4 45622.7 57301.3
internal_weight=0 760277 39232 8144 8060 1592 56 1536 1496 6468 95 31088 16041 3418 15047 1588 1098 490 354 207 136 95 75 13459 1712 911 801 237 341 291
internal_count=4318164 760277 39232 8144 8060 1592 56 1536 1496 6468 95 31088 16041 3418 15047 1588 1098 490 354 207 136 95 75 13459 1712 911 801 237 341 291
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=31
num_cat=0
split_feature=1 2 1 0 5 0 0 3 0 3 5 5 0 5 5 0 1 3 6 5 5 3 5 3 5 5 5 5 5 4
split_gain=3.30387e+11 3.84587e+12 1.29019e+13 1.98022e+13 3.66766e+13 1.76224e+13 3.63075e+13 1.59029e+13 1.44636e+13 1.42121e+13 1.19337e+13 4.46943e+13 3.71478e+13 2.35067e+13 2.48556e+13 2.28893e+13 1.50094e+13 1.574e+13 1.37944e+13 1.49079e+13 1.46686e+13 1.64994e+13 1.64768e+13 1.27012e+13 1.17276e+13 1.88012e+13 1.1512e+13 1.1481e+13 1.01517e+13 9.79025e+12
threshold=30.207352000000004 1.5000000000000002 20.507360500000004 59.820733200000006 91.050000000000011 54.762542150000009 54.725565150000001 2.5000000000000004 54.959412650000012 3.5000000000000004 91.050000000000011 76.00500000000001 59.982527000000012 116.06000000000002 120.05000000000001 59.863160500000006 30.102666750000001 4.5000000000000009 1.5000000000000002 59.510000000000012 41.995000000000012 8.5000000000000018 59.510000000000012 14.500000000000002 56.205000000000005 50.410000000000004 88.015000000000015 114.05000000000001 107.05000000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -4 -8 -1 -6 11 18 13 -12 -15 26 17 -17 20 -20 -5 -22 23 -23 25 -9 -13 29 -11 -14
right_child=-2 -3 3 10 9 -7 7 24 -10 28 12 15 27 14 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3267.9499629132188 -3.9846274470827354 427.84359402893853 -10352.362053660858 5962.8286911481282 -4683.873840725807 -12176.117445204749 101118.16491935484 19043.828841915645 51057.799146634614 -58130.761136122892 120210.51500997342 -59699.028855096723 -26669.2846875 -64966.752421874997 75526.078320312503 -39815.280035665761 -78002.682839439658 39130.498257010324 1101.5466561127621 17963.348523114924 -10252.600704576647 -4704.3596811930338 -122611.80666666667 -93801.385221354169 6312.9303846571183 103461.6012195122 -139547.0764945652 -33364.757071659486 -127390.31197916668 64276.150323275862
leaf_weight=2464 4230377 77898 546 227 31 2242 31 74 65 59 47 84 20 20 34 46 29 56 2507 663 185 48 30 24 144 41 23 87 33 29
leaf_count=2464 4230377 77898 546 227 31 2242 31 74 65 59 47 84 20 20 34 46 29 56 2507 663 185 48 30 24 144 41 23 87 33 29
internal_value=0 192.016 -1665.66 -3782.97 -9695.45 -7555.67 4835.53 33430.7 4496.24 -63242.2 767.606 -549.174 22558.4 68499.5 23491.7 -42548.6 -14521.2 3527.5 2164.15 4628.16 -13032.2 -28056.2 -60347 -34403.4 25329.1 49140.6 -76862.6 -11559.6 -82973.9 27155.6
internal_weight=0 87787 9889 7360 3201 3078 836 290 2529 123 4159 3922 237 101 54 238 131 102 3684 3170 514 287 102 72 259 115 107 136 92 49
internal_count=4318164 87787 9889 7360 3201 3078 836 290 2529 123 4159 3922 237 101 54 238 131 102 3684 3170 514 287 102 72 259 115 107 136 92 49
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 1 1 3 5 3 3 3 5 3 1 5 6 5 5 4 5 5 5 2 2 4 4 2 6
split_gain=3.3365e+11 1.07748e+13 2.14329e+13 4.79634e+13 1.92681e+13 1.86979e+13 1.2124e+13 4.00632e+13 5.0426e+13 4.13846e+13 2.47775e+13 2.79873e+13 2.6997e+13 1.95951e+13 1.59417e+13 1.90232e+13 1.5345e+13 1.43858e+13 1.39235e+13 2.87549e+13 2.90338e+13 2.01566e+13 2.71729e+13 1.51944e+13 2.89019e+13 1.65882e+13 2.50056e+13 1.26554e+13 2.45921e+13 2.60068e+13
threshold=56.301440000000007 56.281985950000006 37.620907050000007 37.914142000000005 161.85000000000002 150.04500000000004 39.262370300000008 38.233559750000005 8.5000000000000018 26.005000000000006 14.500000000000002 12.500000000000002 10.500000000000002 89.00500000000001 15.500000000000002 38.151577750000008 50.805000000000007 1.5000000000000002 68.00500000000001 75.750000000000014 2.5000000000000004 64.805000000000021 60.905000000000008 53.005000000000003 12.500000000000002 15.500000000000002 1.5000000000000002 2.5000000000000004 7.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 13 -9 -10 11 12 -11 14 17 -16 -14 -5 21 -20 -21 22 23 25 -25 26 -12 -8 -29 -30
right_child=-2 2 3 4 -6 -7 27 8 9 10 18 -13 16 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-2.6616670043076174 49.608192731005595 -23179.991002194773 48285.236972760147 -83700.674014136908 -67864.529908854165 87762.023080842395 -1746.5841645428482 89432.826228271486 -103624.21228448277 55884.641119552754 -854.24923155737713 118909.94504905523 20361.996829927884 60976.513841711952 -40970.540837315151 17215.950733072918 -90523.945524088544 -441.63506324503788 105627.99521131013 80099.768996263592 -65374.369479549634 -89746.569681490393 84813.671668526789 -108725.1712673611 41205.691250000003 -47018.844411670922 98462.855419921878 -4509.5133010444151 35309.652891791047 -29811.906054721221
leaf_weight=3269724 1031809 489 188 21 45 23 9171 100 29 109 122 43 26 46 224 75 24 1761 38 23 34 26 35 36 20 49 32 3051 67 724
leaf_count=3269724 1031809 489 188 21 45 23 9171 100 29 109 122 43 26 46 224 75 24 1761 38 23 34 26 35 36 20 49 32 3051 67 724
internal_value=0 -15.5754 -2554.46 -1929.64 -2521.37 -2336.54 -2466.98 3412.47 23352.2 13123 18610.3 47333.6 27976.5 -3580.97 -5008 -26375.3 -32863.3 -1422.8 4629.34 38246.6 -6674.28 -5350.8 2112.77 -9063.02 -55178.4 3658.47 19783.1 -3765.04 -8583.19 -24295.9
internal_weight=0 3.28636e+06 16631 16142 15954 15909 15886 2873 746 646 617 202 159 2127 2081 299 50 1782 415 95 57 320 294 259 56 203 154 13013 3842 791
internal_count=4318164 3286355 16631 16142 15954 15909 15886 2873 746 646 617 202 159 2127 2081 299 50 1782 415 95 57 320 294 259 56 203 154 13013 3842 791
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=31
num_cat=0
split_feature=5 2 2 1 1 1 1 0 0 3 0 1 6 0 0 0 0 5 1 2 2 0 3 0 0 1 4 4 5 0
split_gain=3.35005e+11 3.7048e+12 1.16763e+13 2.79465e+13 6.42554e+13 4.56431e+13 2.68903e+13 1.75795e+13 1.8991e+13 1.4641e+13 1.38545e+13 9.7905e+12 1.24055e+13 9.23934e+12 1.69432e+13 1.17829e+13 8.84915e+12 2.86175e+13 2.77433e+13 4.66467e+13 2.44613e+13 1.45676e+13 1.33905e+13 2.88481e+13 1.57109e+13 2.82526e+13 1.55294e+13 1.32195e+13 1.2218e+13 2.07009e+13
threshold=161.85000000000002 8.5000000000000018 9.5000000000000018 39.488326500000007 38.969379750000009 39.925119750000007 43.048525950000005 57.117834900000013 53.516665650000007 12.500000000000002 56.028355650000009 47.473138800000008 1.5000000000000002 55.173809400000003 55.034903650000011 55.010031850000011 44.580511600000001 177.02500000000003 43.048525950000005 4.5000000000000009 3.5000000000000004 53.204054050000003 6.5000000000000009 42.966471700000007 43.514103700000014 44.083877800000003 3.5000000000000004 3.5000000000000004 225.45000000000002 47.272352350000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 -3 -5 -7 8 11 10 13 12 -8 14 15 -10 17 18 19 -2 -20 28 -19 26 25 -25 -24 -22 29 -18
right_child=1 2 -4 5 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 21 22 20 -21 27 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-1.4591274434744319 -3506.4528124999997 19339.640950520836 546.86937874100011 -116837.85751302085 171046.2097433036 113846.92447916669 -34871.94704241072 -51039.492311065056 44450.902916666673 -44040.336221590915 77723.458652052243 -57211.710120738637 68245.693632812501 -35297.636458333334 111850.8699404762 -54640.256174316411 -7244.2759009978663 -8815.0649486019738 70871.865658967392 147015.80071874999 52055.030507812502 593.68199979191854 1322.7502563476564 143748.09536637933 -4826.0064421106563 32128.872920109676 -105089.1623046875 -40588.255258861944 1285.9214069234913 -37907.4416023351
leaf_weight=4306346 35 138 2321 30 35 24 28 49 30 22 67 44 20 24 21 20 726 570 46 50 20 6256 32 29 61 104 24 67 609 316
leaf_count=4306346 35 138 2321 30 35 24 28 49 30 22 67 44 20 24 21 20 726 570 46 50 20 6256 32 29 61 104 24 67 609 316
internal_value=0 531.69 3655.84 16728.2 50031.7 1526.31 11700.9 4157.79 13957.3 32505.6 42900.7 -23139.3 8093.74 18341.5 36473.1 4814.44 -471.741 8209.22 40412.2 85036 11893.2 -1611.34 -352.058 18943.6 37194.4 56466.9 -44282.4 -19290.9 -9966.67 -16543.3
internal_weight=0 11818 2873 552 173 379 349 325 276 184 162 92 48 95 71 50 8945 1038 218 85 133 7907 820 250 194 133 56 87 1651 1042
internal_count=4318164 11818 2873 552 173 379 349 325 276 184 162 92 48 95 71 50 8945 1038 218 85 133 7907 820 250 194 133 56 87 1651 1042
is_linear=0
shrinkage=0.1


Tree=4292
num_leaves=31
num_cat=0
split_feature=5 5 0 3 1 3 4 3 1 1 3 1 1 0 2 0 6 0 0 3 1 0 3 0 1 0 0 1 2 1
split_gain=3.25049e+11 6.17282e+12 1.238e+13 6.76036e+12 7.20629e+12 7.99176e+12 4.94511e+12 5.38079e+12 9.12303e+12 5.63203e+12 6.09322e+12 1.29046e+13 7.3502e+12 4.77784e+12 4.4904e+12 4.21358e+12 3.78126e+12 3.53869e+12 7.80841e+12 4.85183e+12 4.58519e+12 6.03173e+12 3.43442e+12 3.39502e+12 3.33693e+12 5.55015e+12 6.03456e+12 6.14543e+12 8.61771e+12 7.97026e+12
threshold=29.985000000000003 29.050000000000004 43.592450450000008 4.5000000000000009 43.048525950000005 8.5000000000000018 2.5000000000000004 24.500000000000004 30.332994000000003 37.098288800000006 23.500000000000004 37.542000650000013 37.516458750000005 59.904813200000007 9.5000000000000018 43.465905150000005 1.5000000000000002 55.055104550000003 54.942865800000007 6.5000000000000009 82.964402850000013 55.061033200000004 8.5000000000000018 54.959412650000012 38.151577750000008 55.993277250000013 55.695992150000002 37.597123000000003 13.500000000000002 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 15 7 9 16 -4 17 12 -12 -8 -15 -5 -9 18 -11 -20 21 -19 -22 -21 25 26 -23 29 -29 -28
right_child=-2 2 6 4 -6 -7 13 8 -10 10 11 -13 -14 14 -16 -17 -18 20 19 23 22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-25.088374495222361 -6.7494172682775009 -47.1862109375 6545.9134716660619 115709.21623535157 244.56503906250001 21041.15614919355 146.70617081925676 -13246.277281250002 -2916.9852676635387 893.38624460741835 -19887.603132233795 6305.7288200081166 -93013.324720982157 83815.664291992201 19027.146314538044 55121.072904829547 -64166.469645647325 21045.797873114225 2385.9385044196838 28409.62739276886 3174.5940140933735 -2171.1930623547787 -11553.319447019248 11044.535509862239 -818.94070441434633 -10735.751608216822 13214.654694754465 11151.752259093997 -24767.178817471591 51649.94083408454
leaf_weight=229327 4071751 50 2374 24 27 31 37 25 1111 4005 27 77 28 20 23 22 35 145 694 128 223 464 546 935 4996 205 175 504 77 78
leaf_count=229327 4071751 50 2374 24 27 31 37 25 1111 4005 27 77 28 20 23 22 35 145 694 128 223 464 546 935 4996 205 175 504 77 78
internal_value=0 111.528 1945.18 30170.2 44697.7 60285.2 1688.47 1570.72 -4968.19 2059.02 1258.55 -20119.7 -57115.2 26492.1 49161.3 86732.3 -42949.7 1472.74 3331.64 8889.54 27.8487 873.965 -7282.42 13135.5 423.908 4555.16 6970.14 12056 6391.41 25064.3
internal_weight=0 246413 17086 154 104 77 16932 16852 1171 15681 13307 132 55 80 43 46 60 13175 5762 1757 7413 6644 769 1063 6499 1503 1298 834 581 253
internal_count=4318164 246413 17086 154 104 77 16932 16852 1171 15681 13307 132 55 80 43 46 60 13175 5762 1757 7413 6644 769 1063 6499 1503 1298 834 581 253
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 3 5 2 3 2 4 5 5 6 3 5 5 5 3 1 5 3 5 6 3 2 3 6 3
split_gain=3.29301e+11 1.00911e+13 2.41414e+13 3.9688e+13 4.8964e+13 4.05654e+13 8.06295e+13 4.25115e+13 4.09274e+13 5.958e+13 4.23015e+13 7.38575e+13 3.82785e+13 3.6807e+13 5.16293e+13 3.57603e+13 7.77258e+13 1.2039e+14 7.70363e+13 3.51042e+13 2.94814e+13 2.53034e+13 2.48279e+13 8.53536e+13 3.95772e+13 2.46332e+13 2.65187e+13 2.30288e+13 5.01632e+13 2.27088e+13
threshold=43.592450450000008 39.726951800000002 39.787929450000007 39.753614400000011 39.739656000000004 7.5000000000000009 14.500000000000002 51.015000000000008 13.500000000000002 16.500000000000004 8.5000000000000018 2.5000000000000004 43.810000000000009 59.810000000000009 1.5000000000000002 4.5000000000000009 69.610000000000014 80.00500000000001 105.35000000000001 24.500000000000004 39.863684800000009 47.815000000000005 8.5000000000000018 85.91500000000002 1.5000000000000002 8.5000000000000018 4.5000000000000009 14.500000000000002 1.5000000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 19 6 13 12 9 21 -11 -12 -8 25 -15 16 -16 -18 -19 -3 -4 27 23 -6 29 -5 -27 28 -7 -24
right_child=-2 2 20 5 22 8 7 -9 -10 10 11 -13 -14 14 15 -17 17 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3807.5528916162275 3.8149665223965266 9790.4577932553257 -19766.696482317111 1192.1924109676704 -12075.806591073584 225187.63467261905 -53256.148032670462 -117019.01993012764 -15576.948239992978 247719.5184103261 18858.669963107641 249816.59125000003 105449.76646670388 143167.12347412109 224502.66608796298 13486.150270653234 -174010.23835227275 199831.35761718752 8770.8088541666675 -109202.11720312502 -246.3624155198325 2331.3481798188027 170902.12108398438 -144534.98073437501 -2031.0080671907463 72409.630231776813 130.01365285773028 -29183.849531250002 49805.538088613015 43677.634773936174
leaf_weight=7075 4237296 2986 783 1213 1798 21 55 71 89 23 45 20 21 42 27 413 22 36 51 25 65158 119 20 50 361 109 95 20 73 47
leaf_count=7075 4237296 2986 783 1213 1798 21 55 71 89 23 45 20 21 42 27 413 22 36 51 25 65158 119 20 50 361 109 95 20 73 47
internal_value=0 -199.895 145.993 5387.56 435.578 15594.6 10109.3 -61380.9 44426 61062.4 131165 89922.6 -9403.2 15342.9 36306.9 28131.8 72607.3 34981.8 87830.3 8802.48 -478.152 34585.8 -10633.3 -15659.7 11069.4 6599.25 38750 68255 88986.6 81655.1
internal_weight=0 80868 73793 7852 5287 2565 2155 147 410 321 88 65 76 2008 591 549 136 109 87 3011 65941 233 2276 1848 428 1417 204 114 94 67
internal_count=4318164 80868 73793 7852 5287 2565 2155 147 410 321 88 65 76 2008 591 549 136 109 87 3011 65941 233 2276 1848 428 1417 204 114 94 67
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=31
num_cat=0
split_feature=0 0 1 3 3 3 1 0 1 6 4 6 5 5 1 5 4 3 2 6 4 3 3 5 1 4 1 1 5 5
split_gain=3.31623e+11 5.20094e+12 2.35943e+13 1.50456e+13 2.03335e+14 4.52636e+13 3.24271e+13 2.90804e+13 8.36476e+13 4.60947e+13 2.90231e+13 2.93328e+13 4.52371e+13 2.4697e+13 3.81041e+13 5.94412e+13 2.45313e+13 2.25981e+13 2.7251e+13 2.16628e+13 2.13785e+13 2.13487e+13 2.03574e+13 2.02513e+13 4.83063e+13 2.04951e+13 1.94135e+13 3.41608e+13 1.84682e+13 2.33676e+13
threshold=51.717367500000009 51.636650050000007 39.110397700000007 23.500000000000004 20.500000000000004 19.500000000000004 39.143775600000005 51.67657710000001 39.188277450000008 1.5000000000000002 1.5000000000000002 1.5000000000000002 72.705000000000013 89.00500000000001 39.188277450000008 94.040000000000006 3.5000000000000004 15.500000000000002 16.500000000000004 1.5000000000000002 2.5000000000000004 11.500000000000002 5.5000000000000009 83.010000000000005 39.188277450000008 2.5000000000000004 39.188277450000008 39.262370300000008 114.05000000000001 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 13 -7 8 9 -5 -6 -12 -13 23 -15 17 19 21 -19 -17 -21 -16 -18 -4 -25 -26 -9 -28 29 -22
right_child=-2 2 3 7 10 6 -8 26 -10 -11 11 12 -14 14 15 16 22 18 -20 20 28 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=6.2664519444710862 -14.31606733795941 -12891.671905340743 2635.3800906197448 25817.369528618125 34132.715003616897 336.52864615325552 -37871.647322372723 -18914.086956722775 -20482.042030747383 -7154.2385424030235 75094.862582061367 61430.364673828124 248110.05879629633 -29701.753806952471 -11682.805959109042 11722.024101862213 52099.04720982143 -51227.567960978049 50457.451077586215 133716.44918981483 27388.799616805365 95802.801019021746 -45041.069502160906 -6199.2512256022137 98561.188221663135 34434.649620555276 29014.965727734747 -22712.887380233828 -5666.8603149414066 108872.09083744518
leaf_weight=875277 3408525 1139 24504 1301 135 407 489 1423 1007 629 227 25 27 595 94 391 28 289 29 27 92 23 94 375 59 321 262 249 64 57
leaf_count=875277 3408525 1139 24504 1301 135 407 489 1423 1007 629 227 25 27 595 94 391 28 289 29 27 92 23 94 375 59 321 262 249 64 57
internal_value=0 53.644 1260.46 1745.64 2627.71 1596.81 -20515.9 -3388.5 2881.5 15071.7 72196.1 90613.9 158360 2329.48 -9045.09 1300.63 18301.9 -28129.2 -41954.4 26238.4 49888.1 9446.84 -22746.6 3132.4 19263.5 44391.1 -12910.2 3809.03 39262 58560.3
internal_weight=0 909639 34362 33223 28352 27938 896 4871 2937 1930 414 279 52 27042 1783 1188 753 435 318 631 240 117 122 25259 755 380 1934 511 213 149
internal_count=4318164 909639 34362 33223 28352 27938 896 4871 2937 1930 414 279 52 27042 1783 1188 753 435 318 631 240 117 122 25259 755 380 1934 511 213 149
is_linear=0
shrinkage=0.1


Tree=4295
num_leaves=31
num_cat=0
split_feature=4 2 1 3 0 1 5 5 0 0 0 2 2 5 1 4 4 2 1 2 1 2 3 3 2 5 2 0 5 1
split_gain=3.26269e+11 7.21926e+12 1.00982e+13 1.21159e+13 1.21205e+13 1.16435e+13 1.66462e+13 3.2875e+13 3.41481e+13 1.72091e+13 3.8293e+13 2.47967e+13 3.41425e+13 2.26476e+13 2.12454e+13 3.89294e+13 3.68797e+13 2.00535e+13 3.19773e+13 5.24778e+13 3.17928e+13 2.19311e+13 1.86736e+13 2.25582e+13 1.75734e+13 1.6722e+13 1.46151e+13 1.44479e+13 1.87653e+13 4.98967e+13
threshold=3.5000000000000004 2.5000000000000004 49.236330900000006 27.500000000000004 55.628356700000005 46.037218400000008 128.92000000000004 132.05000000000004 56.635684300000008 51.369916400000001 55.755036050000008 8.5000000000000018 6.5000000000000009 142.05000000000004 49.148175700000003 4.5000000000000009 4.5000000000000009 4.5000000000000009 49.111504200000006 5.5000000000000009 47.473138800000008 8.5000000000000018 7.5000000000000009 17.500000000000004 7.5000000000000009 161.85000000000002 11.500000000000002 43.642715500000008 103.45000000000002 39.704585000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 27 -7 -8 9 11 24 12 13 -9 16 -16 17 20 19 -19 -12 -21 -20 -24 -11 -14 -23 28 -3 -30
right_child=1 2 -4 4 -6 6 7 8 -10 10 14 -13 25 -15 15 -17 -18 18 22 21 -22 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.6945911115056385 1389.8513667819223 19565.974372304085 781.30165742687791 93464.498437500006 14635.729452159794 -9330.7761351006047 57135.713556877919 -87561.549375000002 -77738.255340909105 47558.940104166672 -15110.003125000001 -61687.781799600285 123744.02887731482 -2815.6415478187919 -55801.827410523503 60696.533280222036 -26695.42144639757 -45824.259955357149 16501.439278017242 174656.13182870371 103259.09269831731 11684.063161057693 -142667.61619318181 -7352.3126116071435 159335.04253845217 19636.840802680123 125388.59609375001 -1317.2289596456512 -137805.61305588944 2519.0704489606655
leaf_weight=4195778 34376 777 42822 22 172 3740 107 40 55 39 32 86 27 149 117 38 144 35 58 27 78 26 22 28 22 36 20 38267 26 998
leaf_count=4195778 34376 777 42822 22 172 3740 107 40 55 39 32 86 27 149 117 38 144 35 58 27 78 26 22 28 22 36 20 38267 26 998
internal_value=0 160.945 -319.055 -1361.8 23575.1 -1469.32 -6057.24 4265.7 -977.204 3145.7 12245.4 -15322.9 500.089 -20751.3 4864.25 -27240.9 15452.1 34069.5 16370.2 54846.5 68824.4 103113 -22106.2 -66891 87871.6 64254.2 61120.8 -905.275 7847.78 -1043.86
internal_weight=0 122386 88010 45188 194 44994 4926 1186 1079 1024 686 338 252 189 625 155 470 326 216 108 110 73 108 50 61 63 46 40068 1801 1024
internal_count=4318164 122386 88010 45188 194 44994 4926 1186 1079 1024 686 338 252 189 625 155 470 326 216 108 110 73 108 50 61 63 46 40068 1801 1024
is_linear=0
shrinkage=0.1


Tree=4296
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 4 2 3 1 1 0 1 2 3 0 0 2 2 0 1 3 4 1 3 3 1 1 1 1 0
split_gain=3.45409e+11 3.45878e+12 2.45205e+13 4.52241e+13 2.75481e+13 2.47229e+13 6.15572e+13 2.4348e+13 2.10069e+13 2.64744e+13 5.49948e+13 1.85905e+13 3.30256e+13 4.26544e+13 2.9482e+13 9.15656e+13 2.20098e+13 2.09948e+13 2.94281e+13 9.38736e+13 2.60272e+13 2.02237e+13 4.33874e+13 3.67414e+13 4.97965e+13 3.35805e+13 3.0078e+13 1.92085e+13 3.29174e+13 4.47207e+13
threshold=107.05000000000001 109.05000000000001 39.753614400000011 39.694727950000008 6.5000000000000009 2.5000000000000004 3.5000000000000004 11.500000000000002 20.507360500000004 30.160599000000001 59.820733200000006 37.417247200000006 4.5000000000000009 14.500000000000002 55.820531900000013 55.701368300000006 5.5000000000000009 4.5000000000000009 55.719391050000006 37.642309100000013 19.500000000000004 3.5000000000000004 37.712318250000003 16.500000000000004 15.500000000000002 37.998366300000008 39.011252750000004 38.996948700000011 38.959914000000005 45.063245200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -4 -6 -2 10 -10 12 13 -11 15 16 -14 18 20 -20 -13 22 -19 24 -24 -23 -27 28 29 -25
right_child=1 -3 5 4 7 -7 -8 -9 9 11 -12 17 14 -15 -16 -17 -18 21 19 -21 -22 25 23 27 -26 26 -28 -29 -30 -31
leaf_value=4.0232738832136636 -66538.095243969306 -26.442658796841062 -145119.30617804275 -177226.69722656251 44090.853622159091 6360.2454272688274 -556.93702476443229 -76112.908949110235 -48948.290794270841 -14691.770143644528 66380.55080474625 -19911.625088584362 69134.207670454547 46095.983576333601 -20524.056460766522 -195151.6000186012 -44118.648903245194 92158.386183647264 184258.9708041487 -32623.408235263825 -113957.46630859375 -36488.843725880084 5279.8297296032943 91451.614970128692 98583.445418013653 144289.48579545456 -25153.146367187503 22454.613012420999 -100607.07570754718 -42008.381095377612
leaf_weight=4232515 57 79779 38 20 22 2710 131 72 60 436 133 366 22 157 594 42 78 73 29 64 32 166 167 34 87 22 20 89 53 96
leaf_count=4232515 57 79779 38 20 22 2710 131 72 60 436 133 366 22 157 594 42 78 73 29 64 32 166 167 34 87 22 20 89 53 96
internal_value=0 -198.818 -2541.56 -8882.57 -70655 4046.12 -33062.1 -47980.1 -6434.86 -5220.01 30527 -7846.26 -16159.9 1402.12 -30309.7 -71244.1 -19203 665.921 -15638.9 35006.6 -27473.1 10586.2 19914.7 9888.45 37238.2 -16278.1 63602.5 -15651.3 -34183.7 -7103.46
internal_weight=0 85649 5870 2991 114 2879 169 94 2877 2820 193 2627 1329 593 736 142 100 1298 491 93 398 807 599 526 254 208 42 272 183 130
internal_count=4318164 85649 5870 2991 114 2879 169 94 2877 2820 193 2627 1329 593 736 142 100 1298 491 93 398 807 599 526 254 208 42 272 183 130
is_linear=0
shrinkage=0.1


Tree=4297
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 3 0 0 3 4 5 2 2 1 1 0 1 0 5 0 0 0 3 0 3 5 3 0 0 1
split_gain=3.35521e+11 4.74272e+12 2.60569e+13 2.85517e+13 4.0812e+13 2.5815e+13 2.93712e+13 8.76853e+13 2.50838e+13 2.42354e+13 2.24788e+13 2.90381e+13 4.29655e+13 2.94317e+13 2.66482e+13 2.13861e+13 3.09702e+13 4.18651e+13 1.75405e+13 1.57388e+13 4.43078e+13 5.46652e+13 1.55329e+13 1.83846e+13 1.54214e+13 1.52086e+13 1.50467e+13 2.24547e+13 2.00526e+13 2.2348e+13
threshold=50.388877400000005 54.845880150000006 55.628356700000005 53.243495500000009 55.91302515000001 3.5000000000000004 55.014170500000006 55.078308950000007 9.5000000000000018 1.5000000000000002 49.010000000000012 7.5000000000000009 9.5000000000000018 52.307266200000008 52.395917250000004 54.194619400000008 53.243495500000009 54.864040150000001 128.92000000000004 56.093493200000005 56.367862600000002 56.143542450000005 24.500000000000004 56.782419000000012 4.5000000000000009 68.52500000000002 9.5000000000000018 56.838612000000005 55.74310830000001 52.307266200000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 -2 15 -8 19 10 -4 13 14 -12 -13 -7 17 -17 -19 -6 21 -21 23 -10 -11 -9 28 -28 -26 -30
right_child=1 -3 3 4 8 6 7 25 22 24 11 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=22.854241694861983 4163.5474075829397 11.354589022993524 -1006.8099335020252 -39734.214647785768 8292.8412060563642 -10434.572620109293 -76428.157195238789 -6913.2923133063659 -18407.859916133253 -3275.3455436913587 -40878.985164775549 -10976.721786591501 -5484.5344403604831 19296.385845814002 -115722.88949133831 -13661.451044929334 5622.9803425494165 1110.8898797460924 79176.375673491391 -7361.8290988594035 -232.48450186971442 -58094.753949559876 -35030.754477126087 -4351.2152585735521 9068.4906292843734 -29589.044013519742 -2561.8877386178638 6028.4614482591369 -1345.3879282336745 5085.8428357687872
leaf_weight=2582291 3375 1614341 24298 295 1820 3440 212 2418 1127 4422 126 33 127 229 92 3284 4006 3833 29 779 17260 292 201 5335 6552 337 9459 4486 8348 15317
leaf_count=2582291 3375 1614341 24298 295 1820 3440 212 2418 1127 4422 126 33 127 229 92 3284 4006 3833 29 779 17260 292 201 5335 6552 337 9459 4486 8348 15317
internal_value=0 -33.9981 -636.429 31.5263 -2742.28 -3846.28 -5385.84 -14455.9 -2335.3 1054.74 -1481.66 -20489.5 -46449.5 -2061.63 -88069.9 -3541.62 -1415.39 -5361.05 1697.09 -576.559 -1457.16 -21193.8 -7654.3 -6802.75 2354.94 -9687.06 2918.71 201.562 4172.66 2817.18
internal_weight=0 1.73587e+06 121532 100598 27109 20934 17559 2967 26814 73489 24905 607 252 355 125 14592 11152 7146 3862 20151 18331 1071 6663 6462 48584 2755 44162 13945 30217 23665
internal_count=4318164 1735873 121532 100598 27109 20934 17559 2967 26814 73489 24905 607 252 355 125 14592 11152 7146 3862 20151 18331 1071 6663 6462 48584 2755 44162 13945 30217 23665
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=31
num_cat=0
split_feature=5 5 3 1 0 0 0 1 0 3 6 0 0 2 6 3 0 1 3 2 2 4 1 3 3 5 2 3 0 0
split_gain=3.22043e+11 5.95852e+12 1.97658e+13 2.46568e+13 2.20572e+13 1.52876e+13 2.34904e+13 1.76669e+13 1.67956e+13 1.49239e+13 1.4388e+13 1.37472e+13 1.32365e+13 1.58512e+13 1.2657e+13 1.16798e+13 1.16159e+13 1.11409e+13 1.09621e+13 1.1883e+13 1.05654e+13 1.4362e+13 7.14872e+13 1.13376e+14 1.2372e+14 1.83343e+13 1.5571e+13 1.69623e+13 1.53668e+13 1.54098e+13
threshold=50.005000000000003 51.015000000000008 17.500000000000004 38.950530550000003 59.990816400000007 54.934662400000008 55.030402950000003 114.17164950000002 55.099723300000008 5.5000000000000009 1.5000000000000002 44.580511600000001 55.020029900000004 3.5000000000000004 1.5000000000000002 7.5000000000000009 48.713222300000005 38.996948700000011 9.5000000000000018 4.5000000000000009 7.5000000000000009 1.5000000000000002 30.346469350000003 14.500000000000002 15.500000000000002 50.805000000000007 9.5000000000000018 15.500000000000002 59.963407450000012 55.619594000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 7 12 10 9 -8 -5 18 -7 -14 -11 -10 -9 -12 19 -2 -13 22 23 -22 -25 28 -24 -28 29 -23
right_child=1 -3 4 5 -6 6 8 16 15 14 17 20 13 -15 -16 -17 -18 -19 -20 -21 21 25 26 24 -26 -27 27 -29 -30 -31
leaf_value=24.95307845321841 -17454.025676694124 0.23337417204380678 -6825.5064960516502 -10378.888405181246 11583.234558243597 7698.4667986173627 14522.904474319952 38646.009854403412 -793.72989222803153 29151.079573102681 11756.553952903845 -4795.09430213014 12792.535989256496 45568.240134352083 -14551.180051714049 4742.5472719475974 -38129.836334842097 -599.45113359578158 38084.458398437499 -65429.329158100336 -31857.516611842108 4551.4564701886584 -17155.645450943233 336728.40736607142 19834.391095525571 4887.9290689200852 43309.273986098349 186.38779224161638 14024.233615875244 -21032.240722442795
leaf_weight=2353354 161 1907736 8200 1430 707 1163 248 22 5775 70 786 10882 371 245 1244 11203 189 10194 24 76 38 317 252 28 22 1875 136 277 224 915
leaf_count=2353354 161 1907736 8200 1430 707 1163 248 22 5775 70 786 10882 371 245 1244 11203 189 10194 24 76 38 317 252 28 22 1875 136 277 224 915
internal_value=0 -29.8876 -1036.7 -236.445 -5364.3 1301.85 2999.71 -1431.61 1946.47 -7976.58 -943.752 -3564.17 13976.1 25828.3 -12223.1 2859.4 -30124.8 285.05 -26316.9 -32838.5 -3167.38 1169.75 13642.3 98342.8 197295 -1649.77 2433.79 14386.7 -10068.9 -14449.4
internal_weight=0 1.96481e+06 57074 48167 8907 32940 20319 12621 18540 1562 12410 15227 1779 616 1314 16978 211 10980 261 237 14966 4084 753 88 50 3331 665 413 1456 1232
internal_count=4318164 1964810 57074 48167 8907 32940 20319 12621 18540 1562 12410 15227 1779 616 1314 16978 211 10980 261 237 14966 4084 753 88 50 3331 665 413 1456 1232
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=31
num_cat=0
split_feature=2 6 5 5 4 5 1 1 1 0 3 1 0 1 0 0 0 1 1 5 5 1 3 2 5 5 5 0 0 0
split_gain=3.44219e+11 2.42077e+12 8.57319e+12 8.43648e+12 1.23029e+13 3.25683e+13 1.87489e+13 4.64212e+13 1.67116e+13 1.64406e+13 1.58285e+13 1.8221e+13 2.77483e+13 1.50193e+13 2.05543e+13 5.96085e+13 1.83651e+13 4.71224e+13 1.56389e+13 2.22647e+13 1.49122e+13 1.46678e+13 2.06071e+13 2.15061e+13 2.05425e+13 3.17368e+13 2.32841e+13 1.98192e+13 1.92802e+13 8.26693e+13
threshold=14.500000000000002 1.5000000000000002 38.905000000000008 39.305000000000007 1.5000000000000002 53.705000000000005 36.761894450000007 37.314272700000011 30.370618100000005 43.514103700000014 16.500000000000004 37.516458750000005 59.982527000000012 30.434657650000002 60.042666650000008 60.003414000000006 59.882016200000002 30.468306550000005 30.425002000000003 63.455000000000005 132.05000000000004 30.346469350000003 24.500000000000004 17.500000000000004 102.01000000000001 68.00500000000001 73.010000000000005 59.939091550000008 59.820733200000006 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 9 10 8 20 21 -5 11 12 -6 14 15 18 17 -15 -10 -20 -8 -7 23 -23 25 27 -27 -25 -24 -30
right_child=1 3 -4 4 5 6 7 -9 13 -11 -12 -13 -14 16 -16 -17 -18 -19 19 -21 -22 22 28 24 -26 26 -28 -29 29 -31
leaf_value=-8.2282609134298212 -763.31147398638313 1089.9905626284096 765.54355907199874 -66135.704965820318 -42525.034111174165 2187.4349590785114 -18026.442501904832 -805.13083718702194 7099.3808945405663 -1992.705666123167 7546.7047330056785 1544.0222421438327 37403.043179434317 96060.885051305973 -15888.429202609592 75561.494001211366 -1662.8247460801199 9615.7081754712908 3738.2557968750002 143409.62183779763 55510.755775669648 -5628.1626861572267 -40595.134635813651 29700.252536843043 23848.415278625489 -190159.80937500001 -74448.882832226125 -73730.124121093759 138414.25361752717 -4927.8504292615853
leaf_weight=3980118 50700 38436 132623 40 222 4865 1820 56323 629 39282 7672 1230 54 67 144 183 1724 1072 25 21 28 224 82 44 32 22 83 32 46 321
leaf_count=3980118 50700 38436 132623 40 222 4865 1820 56323 629 39282 7672 1230 54 67 144 183 1724 1072 25 21 28 224 82 44 32 22 83 32 46 321
internal_value=0 96.8786 342.722 -194.408 -618.936 116.269 -640.654 -1316.83 3449.79 -2057.95 5706.76 -3666.43 -26886.9 8535.01 19072.2 24939.8 4847.16 14700.7 11215.7 67501.3 -16912.2 32.238 -11801.9 -27260.6 -50010.2 -63068.1 -98693.1 -13849.4 3243.69 13038.7
internal_weight=0 338046 183323 154723 116287 76965 67787 58171 9616 39322 9178 1506 276 3865 1002 858 2863 1139 675 46 1848 5751 886 437 213 181 105 76 449 367
internal_count=4318164 338046 183323 154723 116287 76965 67787 58171 9616 39322 9178 1506 276 3865 1002 858 2863 1139 675 46 1848 5751 886 437 213 181 105 76 449 367
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=31
num_cat=0
split_feature=3 0 0 1 0 6 5 3 5 5 2 0 1 2 1 5 5 4 3 3 2 6 5 5 5 6 0 1 5 0
split_gain=3.41524e+11 1.63548e+12 4.67875e+12 2.38308e+12 5.26132e+12 6.00512e+12 5.16502e+12 6.79096e+12 9.51844e+12 7.54101e+12 6.67531e+12 5.56271e+12 7.72041e+12 1.19593e+13 8.78005e+12 5.13666e+12 3.92927e+12 5.52867e+12 3.8646e+12 5.58848e+12 5.8499e+12 3.91662e+12 7.77824e+12 4.12052e+12 3.73602e+12 4.03831e+12 3.60676e+12 3.53845e+12 1.68849e+13 2.15176e+13
threshold=28.500000000000004 59.939091550000008 60.017447350000005 37.39371280000001 55.518428350000008 1.5000000000000002 38.210000000000008 32.500000000000007 36.515000000000008 21.015000000000004 29.500000000000004 55.674875350000008 37.342273500000012 6.5000000000000009 37.328003200000005 47.815000000000005 24.010000000000002 1.0000000180025095e-35 31.500000000000004 32.500000000000007 27.500000000000004 1.5000000000000002 59.510000000000012 59.810000000000009 74.610000000000014 1.5000000000000002 55.834684950000003 37.475443250000005 97.050000000000011 55.734663800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 9 -9 -6 11 -8 14 -14 -13 -7 -11 -18 21 -20 -21 23 -23 -15 25 -12 -26 28 29 -5
right_child=1 2 -4 27 6 15 10 8 -10 16 24 12 13 18 -16 -17 17 -19 19 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=2.537637737531981 -60032.581318933822 54390.213193359377 3673.8380062577739 -299.85979422357201 -49126.875037202379 26387.56058984375 21972.749465144232 -15198.091080216538 42674.653422546391 52362.76385869566 7607.5368139548373 -5504.1569854851778 16751.821240234374 -41954.221860424441 59582.987053571436 -38380.802067057295 -9894.7367992504223 14840.602395064743 13379.868771436739 -19939.388817274306 -73519.106152343753 -59694.103050595244 26374.760491071429 -93677.193359375 8882.9350360576918 40209.776857096353 -44876.051790364581 -418.03195546675863 -75299.298933015045 22271.520179832503
leaf_weight=4283289 34 20 201 2127 21 25 65 254 32 23 244 1586 72 67 21 24 111 486 41 135 24 21 21 20 26 45 24 28551 27 527
leaf_count=4283289 34 20 201 2127 21 25 65 254 32 23 244 1586 72 67 21 24 111 486 41 135 24 21 21 20 26 45 24 28551 27 527
internal_value=0 -311.668 8263.56 -366.355 -2871.61 -27741.7 -2253.4 4090.8 -8722.82 9807.95 -4691.65 -6819.04 -7751.05 -20164 -4653.61 -5335.72 11804.1 10241.6 -28242.8 -19538.5 -28026.9 -41737.9 -16659.7 -53844.6 8317.43 12684 -16921.4 -91.8616 3381.65 4182.1
internal_weight=0 34875 221 34654 3422 83 3339 927 286 641 2412 2073 2008 401 1607 49 620 597 329 200 159 129 42 87 339 289 50 31232 2681 2654
internal_count=4318164 34875 221 34654 3422 83 3339 927 286 641 2412 2073 2008 401 1607 49 620 597 329 200 159 129 42 87 339 289 50 31232 2681 2654
is_linear=0
shrinkage=0.1


Tree=4301
num_leaves=31
num_cat=0
split_feature=5 4 0 2 2 1 0 1 2 5 1 1 0 5 1 1 2 2 0 2 6 1 3 0 0 1 1 6 2 2
split_gain=3.23932e+11 3.50116e+12 6.92283e+12 1.06081e+13 3.26083e+13 1.80904e+13 8.63894e+12 1.09734e+13 1.62619e+13 9.09135e+12 8.4641e+12 7.11616e+12 6.90653e+12 6.49545e+12 1.37868e+13 1.62508e+13 2.29266e+13 1.46631e+13 2.02982e+13 1.56032e+13 2.86594e+13 1.39301e+13 3.46954e+13 2.34405e+13 3.09537e+13 2.03623e+13 1.98868e+13 1.51745e+13 1.13808e+13 1.31805e+13
threshold=110.05000000000001 3.5000000000000004 60.052595500000002 6.5000000000000009 3.5000000000000004 30.434657650000002 60.693675950000006 35.911716050000003 2.5000000000000004 137.05000000000004 34.359746700000009 53.243495500000009 60.063729500000008 112.04500000000002 82.902675200000019 82.961358250000018 4.5000000000000009 10.500000000000002 60.003414000000006 21.500000000000004 1.5000000000000002 30.315880100000005 6.5000000000000009 59.755965500000009 59.916647550000008 37.098288800000006 37.767735350000002 1.5000000000000002 14.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 9 8 -8 -4 12 -9 -5 14 17 16 -16 21 19 20 -19 22 -3 25 -25 -23 -27 -24 29 -22
right_child=1 13 3 10 5 -7 7 11 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 28 23 27 24 -26 26 -28 -29 -30 -31
leaf_value=3.6270265385217417 -700.98928893868344 -101751.1251231318 -49905.713614908862 16516.378849853518 -121506.91495863971 -38310.567877575362 7187.7676454741377 -46811.698542668273 122735.65773809525 23515.692157451922 35419.901570172995 15089.678103966347 -60307.739382102271 236.26898364035225 159007.78348214287 12048.033599624061 30519.365977515248 6294.7870426078471 -72194.571445312511 -49645.200334821428 121611.68757102273 -72228.893396577376 -29716.123444475452 138839.32217548077 16965.466912202381 31957.401905202234 -8594.9001512087325 71139.837049278853 129579.79432963711 28728.862703125
leaf_weight=4243743 39320 46 48 25 34 113 29 26 21 26 70 65 22 33114 21 133 41 115 20 21 22 42 35 26 105 150 624 26 31 50
leaf_count=4243743 39320 46 48 25 34 113 29 26 21 26 70 65 22 33114 21 133 41 115 20 21 22 42 35 26 105 150 624 26 31 50
internal_value=0 -206.825 -846.558 -12795.9 -21256.3 -57553.3 3560.71 18082.4 55717.9 -24109 13380.6 -2596.43 -19443.8 528.565 6947.07 31758.2 74039.6 3262.25 24580.4 32678.8 40609.1 -1976.29 -36177.4 1888.04 41154.2 -4415.71 -735.927 13271.7 78921.1 57109.7
internal_weight=0 74421 39799 479 362 147 215 141 50 74 117 91 47 34622 1508 195 62 1313 259 239 218 1054 107 947 131 816 774 61 103 72
internal_count=4318164 74421 39799 479 362 147 215 141 50 74 117 91 47 34622 1508 195 62 1313 259 239 218 1054 107 947 131 816 774 61 103 72
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=31
num_cat=0
split_feature=5 2 3 0 1 5 1 1 5 1 5 0 5 3 0 0 5 5 0 0 4 5 1 5 5 1 1 1 4 0
split_gain=3.29914e+11 4.20265e+12 9.00248e+12 1.2646e+13 2.2295e+13 1.61552e+13 1.8739e+13 9.36405e+12 2.30876e+13 2.17501e+13 1.74316e+13 1.65975e+13 4.60589e+13 1.63542e+13 2.89504e+13 2.95815e+13 1.80359e+13 1.34998e+13 1.26745e+13 1.17001e+13 1.1382e+13 1.28045e+13 1.43157e+13 1.2157e+13 1.61489e+13 1.73859e+13 6.24311e+13 1.36627e+13 1.2557e+13 2.33839e+13
threshold=81.910000000000011 2.5000000000000004 4.5000000000000009 60.029906750000002 30.578016350000002 86.810000000000016 30.160599000000001 60.628582700000003 137.05000000000004 60.611165000000007 132.05000000000004 56.802385350000009 118.33500000000002 3.5000000000000004 55.050600750000008 53.355366400000001 225.45000000000002 177.02500000000003 57.157092150000004 55.601678500000013 1.0000000180025095e-35 100.05000000000001 37.998366300000008 125.85000000000001 123.15000000000002 39.694727950000008 30.578016350000002 56.249874400000003 2.5000000000000004 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 9 10 20 11 19 18 16 15 -15 17 -10 -13 -9 21 -3 -23 24 28 26 -26 -25 29 -22
right_child=1 2 -4 4 -6 6 -8 8 13 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 23 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-8.6141379310518111 -563.72318367391961 94451.464225260424 358.73155383829709 119050.56438210228 -9658.4907391906418 451.24157122269418 65910.995791786598 5345.9444615174825 -1458.0170346467394 -88334.736592741945 71645.121819196429 66302.320749038015 -90663.360697115393 -31724.624494280139 284.29878515625001 -177084.98574218751 -62006.637892593877 92372.638994565234 -1278.2153404017859 -25958.024100296589 -20068.906295186658 -44589.350086805556 59372.859375 4421.1209401188762 -116973.12675781251 -96816.56318597561 119124.40736607143 -67340.525086805559 -4377.1136501226638 86784.25208333334
leaf_weight=3935898 78468 24 293586 22 189 103 76 1033 46 31 42 134 26 28 50 28 31 23 35 135 828 27 26 1527 24 41 21 27 5614 21
leaf_count=3935898 78468 24 293586 22 189 103 76 1033 46 31 42 134 26 28 50 28 31 23 35 135 828 27 26 1527 24 41 21 27 5614 21
internal_value=0 88.6931 257.206 -2661.57 14998.4 38183.2 28244.2 -3362.79 3608 -4730.46 8191.92 6236.65 33243.7 -27656.1 -55023.2 -104405 1352.96 29818.9 52306.4 1727.76 -4413.62 33852.2 6410.98 -4777.25 -6664.06 -49711.9 -6794.28 3174.3 -6091.24 -17425.9
internal_weight=0 382266 303798 10212 390 201 179 9822 1611 8211 1405 1363 195 206 106 56 100 69 169 1168 8180 77 53 8103 6549 86 45 1554 6463 849
internal_count=4318164 382266 303798 10212 390 201 179 9822 1611 8211 1405 1363 195 206 106 56 100 69 169 1168 8180 77 53 8103 6549 86 45 1554 6463 849
is_linear=0
shrinkage=0.1


Tree=4303
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 5 2 0 5 3 5 2 1 1 3 3 0 1 0 1 0 5 3 3 5 2 5 3 6 0
split_gain=3.36704e+11 4.40418e+12 2.36252e+13 2.97334e+13 1.48307e+13 1.27701e+13 1.16013e+13 7.40743e+12 2.9445e+13 1.88411e+13 1.14838e+13 8.42634e+12 8.0995e+12 7.26183e+12 7.05344e+12 6.39606e+12 6.28069e+12 1.37596e+13 2.50785e+13 2.40962e+13 2.27434e+13 2.60418e+13 6.78765e+13 3.19206e+13 3.25906e+13 2.83551e+13 3.00532e+13 2.32356e+13 2.26798e+13 1.71816e+13
threshold=50.388877400000005 53.355366400000001 83.093115700000013 53.145783300000012 51.015000000000008 86.810000000000016 8.5000000000000018 52.056565900000003 101.05000000000001 8.5000000000000018 97.050000000000011 3.5000000000000004 57.550671000000001 65.659480050000013 5.5000000000000009 4.5000000000000009 54.934662400000008 53.243495500000009 54.864040150000001 56.022377500000012 54.736324100000012 93.00500000000001 21.500000000000004 16.500000000000004 120.05000000000001 6.5000000000000009 110.05000000000001 18.500000000000004 1.5000000000000002 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 15 13 7 8 -6 12 -9 -12 -10 -5 -7 -2 17 18 -3 20 29 28 23 24 25 26 -23 -25 -22 -19
right_child=1 16 -4 5 6 14 -8 10 9 -11 11 -13 -14 -15 -16 -17 -18 19 -20 -21 21 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=22.894477402034539 6734.0116984214201 -7638.8616396167654 -20.426781463764421 -10161.031185386548 -2053.5376688704464 -26762.127491519328 -16017.343734338481 -6723.6466710228533 79941.818164062512 140367.07126116072 -23179.294477982956 -97870.030095108697 4728.2529630335366 -31856.530367175445 -78225.095798399401 -545.00430025948992 -59.352273326205911 3154.3352475459305 2721.7080047331087 54.478895759759496 -4036.8304773298441 62003.04352442782 204281.20340909093 -103829.10932459678 -7947.0794308035711 18570.741161521084 181378.92424479168 25745.661875000002 9804.35162936487 -1835.7338699454642
leaf_weight=2582291 1513 5336 88371 3237 2079 76 951 1978 22 21 44 23 41 162 41 5972 1467265 25763 4156 112352 1538 71 22 31 105 83 30 25 5141 9424
leaf_count=2582291 1513 5336 88371 3237 2079 76 951 1978 22 21 44 23 41 162 41 5972 1467265 25763 4156 112352 1538 71 22 31 105 83 30 25 5141 9424
internal_value=0 -34.0579 -663.308 -4178.91 -1916.96 -12313.2 -6042.21 -3787.85 291.716 58336.7 -8102.82 -48819.4 30993.3 -11195.1 -44796.2 926.359 6.26239 593.024 -3102.57 819.945 2856.31 8042.17 33977.2 23117.2 36507 61874.8 97461.2 -45983.2 6617.09 1817.86
internal_weight=0 1.73587e+06 104531 16160 12644 3516 5159 4208 2163 84 2045 67 63 3399 117 7485 1.63134e+06 164077 9492 154585 42233 7046 367 345 289 184 101 56 6679 35187
internal_count=4318164 1735873 104531 16160 12644 3516 5159 4208 2163 84 2045 67 63 3399 117 7485 1631342 164077 9492 154585 42233 7046 367 345 289 184 101 56 6679 35187
is_linear=0
shrinkage=0.1


Tree=4304
num_leaves=31
num_cat=0
split_feature=5 4 0 2 0 0 4 1 3 1 1 0 0 1 1 1 0 6 3 4 2 3 1 0 4 1 2 0 1 3
split_gain=3.26151e+11 1.84225e+12 3.54123e+12 4.36834e+12 5.61715e+12 4.95815e+12 4.01827e+12 5.78175e+12 4.01206e+12 6.19932e+12 7.62578e+12 6.95033e+12 1.06859e+13 6.5788e+12 1.85196e+13 8.72315e+12 7.79555e+12 6.84561e+12 6.67412e+12 8.13047e+12 6.53182e+12 4.19747e+12 1.80407e+13 9.6961e+12 1.04405e+13 7.42135e+12 7.39797e+12 2.26146e+13 6.96165e+12 7.14555e+12
threshold=225.45000000000002 3.5000000000000004 56.093493200000005 14.500000000000002 56.663136550000011 56.852744000000008 1.5000000000000002 47.282206100000003 8.5000000000000018 92.815157350000007 49.148175700000003 55.110554300000004 54.944759500000011 37.582182450000005 37.457850350000008 37.342273500000012 43.514103700000014 1.5000000000000002 10.500000000000002 2.5000000000000004 7.5000000000000009 5.5000000000000009 38.984911950000004 55.020029900000004 2.5000000000000004 44.660994650000006 2.5000000000000004 54.762542150000009 39.863684800000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 6 -6 -4 -8 21 10 13 12 20 14 15 -10 -15 -18 19 -19 -12 23 -23 26 -25 -24 27 28 -2 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 11 -13 -14 16 -16 -17 17 18 -20 -21 -22 22 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.86383829726537875 -34046.497093141239 -1113.9977664889245 51846.128910079657 -31979.47272135417 -25679.471803977274 9808.868516891398 -12497.219235641893 43793.803385416672 12482.095879330844 -55466.197851562501 -8527.5060748922424 44587.787583188663 -43329.365936957467 12860.072402871621 96328.877752976201 -66624.855537109383 -63073.222566303462 -19119.208909505207 -3613.8107772090516 -80716.446119791668 57498.198601310483 95938.57491736779 25660.788769531253 -7256.6219786241318 -72475.668463541675 -35403.645209099268 21640.946521347738 101736.9340625 43745.005894886366 -6462.7383560712069
leaf_weight=4313902 77 2226 51 24 44 374 37 36 46 24 29 54 36 74 21 20 38 75 145 30 31 26 48 135 30 34 243 20 33 201
leaf_count=4313902 77 2226 51 24 44 374 37 36 46 24 29 54 36 74 21 20 38 75 145 30 31 26 48 135 30 34 243 20 33 201
internal_value=0 874.356 3048.26 9769.34 11618 6073.25 30309.1 15262.7 460.421 -5631.05 -3634.32 15886.9 -257.403 -10155.9 14535.5 -11489.7 -16090 -23528.5 -17517.7 -36718.4 25585.8 4940.93 23355.5 2249.76 -19114.6 341.389 8391.09 -1336.15 -7964.65 617.841
internal_weight=0 4262 2036 566 542 418 124 73 1470 623 599 150 96 449 87 66 362 288 250 105 60 847 108 739 165 82 574 331 311 234
internal_count=4318164 4262 2036 566 542 418 124 73 1470 623 599 150 96 449 87 66 362 288 250 105 60 847 108 739 165 82 574 331 311 234
is_linear=0
shrinkage=0.1


Tree=4305
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 0 2 0 0 1 1 1 1 3 1 2 3 2 0 1 2 0 1 0 4 0 3 1 1 1
split_gain=3.17648e+11 3.13073e+12 6.31848e+12 1.59034e+13 1.57344e+13 2.30874e+13 1.92309e+13 2.70835e+13 2.78924e+13 2.17835e+13 2.24264e+13 1.37632e+13 2.89444e+13 3.31698e+13 2.58272e+13 3.18146e+13 2.3518e+13 1.65332e+13 2.2548e+13 2.05058e+13 1.27198e+13 1.35145e+13 1.07251e+13 1.87002e+13 2.754e+13 9.86895e+12 1.83709e+13 2.84631e+13 1.66795e+13 2.4747e+13
threshold=110.05000000000001 109.05000000000001 5.5000000000000009 60.063729500000008 59.932719750000011 59.916647550000008 3.5000000000000004 57.60800230000001 56.301440000000007 20.507360500000004 37.914142000000005 82.902675200000019 82.945329900000004 8.5000000000000018 82.933113850000026 9.5000000000000018 10.500000000000002 11.500000000000002 55.043101600000007 82.962740850000003 9.5000000000000018 53.310923100000004 39.003296000000006 55.795550600000006 3.5000000000000004 45.040161900000008 7.5000000000000009 30.346469350000003 37.767735350000002 39.003296000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 22 8 9 -8 -11 25 13 -13 16 -16 -15 19 -19 -14 21 -21 23 24 -3 28 27 -27 -4 -30
right_child=-2 2 11 -5 -6 -7 7 -9 -10 10 -12 12 17 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.53780936709483418 -204.80974587511383 -84700.171717489924 -51908.956692023028 61936.115892857139 -68913.16195913461 79403.379443359387 75442.609765625006 -135357.3600074405 93297.156622023816 -134648.35843750002 -25077.996582117521 -31735.564670138891 -80610.010637350657 114929.95353009259 191044.42400568182 35796.378320312499 -489.90662147671566 112926.55226293104 -14062.848209635416 72264.537200520834 -69796.17986949574 -231.36026353624135 10970.498436058715 37285.930898437502 23416.838342927633 76487.419404163098 -3254.3265031504143 6722.2091810161573 48870.816879290105 5155.9833207865595
leaf_weight=4238385 74421 62 38 35 39 32 20 21 21 20 283 36 34 27 33 22 51 29 27 30 22 180 478 40 38 73 2685 294 173 515
leaf_count=4238385 74421 62 38 35 39 32 20 21 21 20 283 36 34 27 33 22 51 29 27 30 22 180 478 40 38 73 2685 294 173 515
internal_value=0 3.59167 2419.32 -4379.82 -6581.97 -4186.97 -6908.13 -25108.1 -18377.8 -25638.4 -32310.4 4153.74 19903.9 53417.9 76467 128945 39463.1 2314.31 51699.5 -8082.58 2546.45 10125.2 3841.04 -20501 -43615.7 2106.8 -385.962 20599.2 12586 16148.2
internal_weight=0 4.24374e+06 5358 1089 1054 1015 983 365 344 323 303 4269 491 169 133 55 78 322 56 266 232 210 618 140 100 3778 3052 367 726 688
internal_count=4318164 4243743 5358 1089 1054 1015 983 365 344 323 303 4269 491 169 133 55 78 322 56 266 232 210 618 140 100 3778 3052 367 726 688
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=31
num_cat=0
split_feature=3 6 3 1 1 1 5 5 1 5 1 0 5 5 5 5 5 5 5 5 0 2 0 0 1 0 0 5 0 0
split_gain=3.08818e+11 3.02229e+12 1.84142e+13 6.8151e+13 3.13734e+13 3.03452e+13 3.19755e+13 3.83545e+13 3.07384e+13 2.54013e+13 3.38518e+13 8.61072e+13 3.06038e+13 5.06153e+13 2.94403e+13 2.91924e+13 3.57719e+13 2.80517e+13 2.43915e+13 5.21441e+13 3.98278e+13 2.31839e+13 3.61164e+13 6.34609e+13 6.22963e+13 6.7677e+13 5.43744e+13 3.18928e+13 4.28694e+13 2.46097e+13
threshold=19.500000000000004 1.5000000000000002 20.500000000000004 30.226173900000003 49.073956850000009 49.177301950000007 101.05000000000001 45.610000000000007 49.201680550000006 62.995000000000012 30.102666750000001 60.035045000000004 32.910000000000004 31.990000000000006 32.005000000000003 46.810000000000009 57.005000000000003 69.610000000000014 54.710000000000008 52.710000000000008 60.029906750000002 15.500000000000002 59.896318000000008 55.719391050000006 37.503486000000002 55.784980300000008 55.769960200000007 56.835000000000008 55.751981950000008 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 21 6 7 -6 -7 12 -11 -12 13 -2 -15 -14 18 -13 19 -17 -21 -5 23 -23 25 29 27 -26 -29 -25
right_child=1 -3 -4 4 5 8 -8 -9 -10 10 11 17 15 14 -16 16 -18 -19 -20 20 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=9.7605982623028602 -11217.087805786134 -384.84813770036413 349.03744501803141 -8228.5177952993527 -4887.6021537666893 -27351.939297452343 -19845.695117318759 41289.409402850782 524.96579287248096 179283.61815476191 -65388.429908288053 159556.46029829548 -16524.490436108081 164139.37845394737 58257.3616867245 46203.11006142437 -41335.031114130434 31518.048660714285 87553.083162006587 29878.231507812499 -141022.58354166668 -6895.6681998858694 -30636.361922026845 106476.68859797297 14447.845161412974 37917.080603966344 -14958.617532563903 49217.644985170715 199578.07378141987 242013.3404761905
leaf_weight=3810546 80 192970 288310 12292 268 416 186 547 8043 21 46 44 308 38 85 207 69 28 76 25 30 1974 328 37 244 312 482 108 23 21
leaf_count=3810546 80 192970 288310 12292 268 416 186 547 8043 21 46 44 308 38 85 207 69 28 76 25 30 1974 328 37 244 312 482 108 23 21
internal_value=0 -73.2701 117.817 -2413.24 -3453.37 1102.33 17566.6 26104.8 -845.976 22464.1 62302.7 41484.1 16431.9 50698.5 90968.9 6703.07 24280.7 109764 37675.6 23207.3 -63340.4 -6177.4 966.929 4205.25 22064.4 56356.9 7259.07 35816.2 75616.8 155550
internal_weight=0 507618 314648 26338 25281 9460 1001 815 8459 1057 139 118 918 203 123 715 407 72 338 262 55 15821 3529 3201 1227 370 857 375 131 58
internal_count=4318164 507618 314648 26338 25281 9460 1001 815 8459 1057 139 118 918 203 123 715 407 72 338 262 55 15821 3529 3201 1227 370 857 375 131 58
is_linear=0
shrinkage=0.1


Tree=4307
num_leaves=31
num_cat=0
split_feature=0 1 0 3 5 2 1 5 2 3 5 2 0 3 5 3 3 6 2 5 5 5 3 5 1 3 4 5 4 5
split_gain=3.7034e+11 4.98587e+12 1.1231e+13 2.2474e+13 9.14339e+12 8.82074e+12 9.86912e+12 3.05673e+13 2.94949e+13 3.97185e+13 3.2465e+13 2.55169e+13 2.03012e+13 2.33768e+13 4.87089e+13 1.91701e+13 1.93175e+13 2.56842e+13 1.7896e+13 1.72924e+13 2.8209e+13 1.78076e+13 3.58899e+13 1.71721e+13 1.62691e+13 1.50455e+13 2.09754e+13 1.6035e+13 1.41455e+13 1.49957e+13
threshold=50.973130900000008 36.761894450000007 50.565831500000009 9.5000000000000018 62.385000000000012 7.5000000000000009 36.585378200000001 90.015000000000015 2.5000000000000004 12.500000000000002 120.05000000000001 3.5000000000000004 50.565831500000009 8.5000000000000018 104.75000000000001 13.500000000000002 10.500000000000002 1.5000000000000002 6.5000000000000009 95.020000000000024 99.555000000000021 101.05000000000001 11.500000000000002 55.005000000000003 36.546174950000008 11.500000000000002 2.5000000000000004 80.00500000000001 1.5000000000000002 45.985000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 15 25 9 -9 11 -10 -13 14 -14 16 23 -18 -12 -15 -21 -22 -23 24 -1 27 -27 28 -8 -30
right_child=-2 2 3 -5 -6 -7 7 8 10 -11 18 12 13 19 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-588.95140798363161 -14.421229031131361 25.45402863496534 -13346.558918269831 16656.878531431543 -40688.815328818877 -1527.0792782943995 -7820.7886620034369 36582.162210181457 -7036.0153021694223 157210.64767857143 -31802.488137428976 -14079.540607244318 45775.749545200895 97146.471893168607 241406.26789062499 -9191.7763328503406 -28524.133848248108 26498.470784024888 49911.113232421878 -61083.944257812509 120667.25582932692 -51335.503630514708 87623.149361661592 -2020.2715383441111 8431.4850754115214 27453.975316196706 -10149.352393038767 -27005.608308879571 26605.601532617806 2991.4169144305015
leaf_weight=3430 3475398 811232 626 234 152 8046 1014 124 121 35 165 44 35 43 20 1601 99 593 32 30 26 34 41 7194 4794 494 212 205 317 1773
leaf_count=3430 3475398 811232 626 234 152 8046 1014 124 121 35 165 44 35 43 20 1601 99 593 32 30 26 34 41 7194 4794 494 212 205 317 1773
internal_value=0 59.4702 12.3204 -10515.7 -18688.5 1314.21 2331.34 6371.23 24902.7 63135.6 14616.6 31189.6 48132 60085.4 116914 1244.44 2281.58 18626.7 -18529.2 42122.2 24060.9 49351.4 24628.6 1547.97 4669.31 2909.57 16162.3 81.9971 1870.97 6573.09
internal_weight=0 842766 812244 1012 778 30522 22476 4765 750 159 591 394 273 229 55 17711 16110 692 197 174 131 101 75 15418 8224 4015 706 3309 3104 2090
internal_count=4318164 842766 812244 1012 778 30522 22476 4765 750 159 591 394 273 229 55 17711 16110 692 197 174 131 101 75 15418 8224 4015 706 3309 3104 2090
is_linear=0
shrinkage=0.1


Tree=4308
num_leaves=31
num_cat=0
split_feature=3 1 3 0 1 5 0 1 0 3 5 2 2 0 5 5 2 3 5 5 0 5 5 5 1 2 2 5 6 0
split_gain=3.2632e+11 2.03395e+12 4.72167e+12 3.79234e+12 5.08611e+12 6.30103e+12 2.03228e+12 4.9212e+12 4.04116e+12 1.71799e+13 3.35958e+13 1.49624e+13 1.1439e+13 8.32248e+12 1.25467e+13 1.55379e+13 1.20769e+13 8.55936e+12 7.67513e+12 3.5835e+13 2.4015e+13 1.92371e+13 2.23243e+13 1.20262e+13 1.06512e+13 8.89989e+12 7.94101e+12 7.54103e+12 7.53678e+12 2.04647e+13
threshold=27.500000000000004 82.91993380000001 28.500000000000004 55.039751500000008 82.940215400000014 48.945000000000007 55.885524800000006 37.214886200000009 55.860536450000005 30.500000000000004 51.405000000000008 2.5000000000000004 5.5000000000000009 55.851332700000007 55.990000000000002 112.04500000000002 9.5000000000000018 31.500000000000004 63.145000000000003 62.995000000000012 55.87722990000001 79.730000000000018 86.02500000000002 57.005000000000003 37.542000650000013 16.500000000000004 23.500000000000004 79.010000000000005 1.5000000000000002 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 7 -2 13 10 -10 -11 -13 -9 17 16 -16 -15 19 23 -20 27 -23 24 -14 -25 -24 -22 29 -26
right_child=1 2 -4 -5 5 -7 -8 8 9 11 -12 12 18 14 15 -17 -18 -19 20 -21 21 22 26 25 28 -27 -28 -29 -30 -31
leaf_value=2.600189831233251 36189.868349095392 34557.272321428572 5930.8118861607145 -41460.589809484656 6258.4257916074821 -59566.150585937503 -1393.5436462875557 15.219118534230915 -15872.837700452304 -53515.250229279896 116245.67311197918 29869.9604615803 18715.382960607276 55636.482281249999 -126524.26027018231 27505.941867897731 -40225.746593750002 -14007.642018229169 78565.145340401781 80327.029348104508 -27599.167460017183 81268.536315569203 -34740.875423728816 -61426.29906640626 -65697.15729658019 -1142.6319539388021 24855.861805555556 -78714.41991038603 40445.128038194445 -8.3705084722480869
leaf_weight=4279873 38 21 112 57 33 26 10786 25328 38 46 39 158 346 25 24 22 50 60 28 61 191 35 59 50 53 48 36 34 36 451
leaf_count=4279873 38 21 112 57 33 26 10786 25328 38 46 39 158 346 25 24 22 50 60 28 61 191 35 59 50 53 48 36 34 36 451
internal_value=0 -290.629 -9299.16 -21749.9 -7706.11 -22749 -231.665 228.125 177.917 4885.53 51044.3 2707.69 4338.37 -137.474 -21504.3 -46278.5 -68214.5 6475.92 1513.45 5951.78 -10596.4 -17628.8 12996.1 1341.12 5017.86 -31899.6 -12156.8 -35323.3 -3758.7 -6916.12
internal_weight=0 38291 249 137 80 59 38042 27256 27218 1709 77 1632 1586 25509 181 96 74 85 1428 1045 383 355 130 984 886 98 95 225 540 504
internal_count=4318164 38291 249 137 80 59 38042 27256 27218 1709 77 1632 1586 25509 181 96 74 85 1428 1045 383 355 130 984 886 98 95 225 540 504
is_linear=0
shrinkage=0.1


Tree=4309
num_leaves=31
num_cat=0
split_feature=4 0 0 3 2 5 3 5 5 1 0 6 1 5 3 3 2 2 0 1 1 0 3 5 3 1 3 1 1 5
split_gain=3.01762e+11 4.3433e+12 5.66214e+12 8.65279e+12 1.28096e+13 6.40343e+12 6.34509e+12 1.08193e+13 6.28673e+12 4.58857e+12 4.77457e+12 1.2267e+13 2.65403e+13 1.15093e+13 1.08944e+13 1.06274e+13 1.11509e+13 1.03982e+13 9.82737e+12 1.50565e+13 9.82099e+12 1.27756e+13 9.20895e+12 8.13659e+12 9.16549e+12 2.71102e+13 2.23038e+13 1.76735e+13 1.34164e+13 1.18673e+13
threshold=-1.0000000180025095e-35 55.050600750000008 55.034903650000011 12.500000000000002 5.5000000000000009 70.00500000000001 8.5000000000000018 64.405000000000015 30.405000000000005 92.896330950000007 55.099723300000008 1.5000000000000002 82.902675200000019 40.405000000000008 17.500000000000004 16.500000000000004 22.500000000000004 2.5000000000000004 55.07108800000001 82.911991800000024 82.945329900000004 55.061033200000004 11.500000000000002 85.020000000000024 5.5000000000000009 39.787929450000007 8.5000000000000018 60.58031445000001 38.422276900000007 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -6 -8 -4 10 11 15 13 -13 20 18 -17 -15 19 -3 21 -14 -19 -12 25 -25 28 -27 -26 -28
right_child=-2 9 3 -5 6 -7 7 -9 -10 -11 23 12 14 17 -16 16 -18 22 -20 -21 -22 -23 -24 24 26 27 29 -29 -30 -31
leaf_value=326.46905109391673 -6.4731486171924901 -50616.855307306723 -1931.6883685390346 1998.0124221190017 -5661.2090253906254 -20861.66640074824 32013.508834134613 99614.979956054696 20885.320778672016 -7466.2705137174198 -273.95697405852633 11288.558027471765 17184.686766279505 1200.3760346912202 -12840.529070445858 -1383.7550284682081 -29829.904503984901 111664.26998197116 -7738.1424951079234 -10689.551367891752 15317.395441834984 -14001.351206480256 45125.722092848562 -40651.274124114047 121821.70288558467 100869.93129040948 16293.601221347721 -13863.182999999999 27194.935425646552 -45206.966294642858
leaf_weight=150885 4073891 173 209 3517 25 71 91 32 286 922 82619 267 188 42 703 1834 149 26 527 208 410 436 104 97 31 29 303 25 29 35
leaf_count=150885 4073891 173 209 3517 25 71 91 32 286 922 82619 267 188 42 703 1834 149 26 527 208 410 436 104 97 31 29 303 25 29 35
internal_value=0 107.957 427.641 4035.62 14072.4 7223.15 40266.1 49600.9 11251.5 -448.232 -374.898 -3355.13 2316.26 24284.3 -3235.82 -7623.87 -3521.16 44457.9 -16583.9 -28819.3 3294.26 -4605.56 58433.4 -193.328 11940.5 -9036.59 19899.1 47752.7 76085.4 9925.2
internal_weight=0 244273 155116 4231 714 566 148 123 495 89157 88235 5067 2176 439 1737 2891 1983 172 908 381 1034 624 130 83168 549 151 398 54 60 338
internal_count=4318164 244273 155116 4231 714 566 148 123 495 89157 88235 5067 2176 439 1737 2891 1983 172 908 381 1034 624 130 83168 549 151 398 54 60 338
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=31
num_cat=0
split_feature=5 5 0 2 1 3 3 2 4 0 3 0 0 2 1 2 1 1 2 2 1 0 0 0 4 1 3 3 6 3
split_gain=3.3717e+11 4.96932e+12 9.42716e+12 6.10774e+12 6.83385e+12 5.16917e+12 1.32934e+13 4.16212e+12 9.41905e+12 1.0618e+13 4.56421e+12 4.72594e+12 5.56643e+12 3.23786e+12 3.36514e+12 4.37422e+12 3.21408e+12 1.10222e+13 4.15603e+12 5.17384e+12 8.38534e+12 4.11509e+12 5.83358e+12 5.75195e+12 3.76098e+12 3.52346e+12 2.80947e+12 6.14054e+12 5.37562e+12 4.88256e+12
threshold=29.985000000000003 29.050000000000004 43.592450450000008 2.5000000000000004 43.048525950000005 8.5000000000000018 4.5000000000000009 1.5000000000000002 1.5000000000000002 56.501468900000013 15.500000000000002 56.802385350000009 55.099723300000008 22.500000000000004 37.098288800000006 6.5000000000000009 37.582182450000005 37.597123000000003 15.500000000000002 5.5000000000000009 37.417247200000006 55.535913550000011 55.842510000000011 55.777112100000004 1.0000000180025095e-35 37.457850350000008 15.500000000000002 9.5000000000000018 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 10 -10 -4 12 -12 14 15 -9 18 -18 19 20 -16 -22 23 -23 -20 -24 27 -17 -28 -29
right_child=-2 2 7 4 -6 -7 -8 13 9 -11 11 -13 -14 -15 16 26 17 -19 24 -21 21 22 25 -25 -26 -27 28 29 -30 -31
leaf_value=-8.988776100786346 -6.8741019045031848 767.46793339170267 3156.4452032402978 14655.661896972655 -7064.6631170099427 21545.181134259259 122220.31239872685 8740.6712690975382 17385.93135760272 102681.40135742188 22408.379038558469 -91.848647966056035 83079.848660278323 -12087.551458932978 4128.6574760847197 10622.192191938921 73190.62658807663 673.52234909335493 -54743.541487068964 6001.5413547092021 4755.384559461806 -35045.228295477507 17016.068284254809 -95097.177769886373 -12636.954108979431 -28527.901579440368 9661.6037842799979 -48532.095763221158 -7106.7985168861242 -10046.165389341257
leaf_weight=229327 4071751 58 2298 20 22 27 27 1199 54 20 62 58 20 190 186 132 21 10976 29 342 36 58 26 22 79 49 521 39 302 213
leaf_count=229327 4071751 58 2298 20 22 27 27 1199 54 20 62 58 20 190 186 132 21 10976 29 342 36 58 26 22 79 49 521 39 302 213
internal_value=0 113.588 1758.81 26388.8 41868.3 56416 76448.1 1534.79 5291.23 40438.8 4224.41 21754.2 37206.3 880.413 1053.56 4462.61 359.873 812.002 -5652.29 -2904.81 -10984.3 -25701.7 -32775.6 -51559.5 -23943.4 -12739.3 212.914 -6850.14 3508.44 -16002.3
internal_weight=0 246413 17086 154 96 74 47 16932 2512 74 2438 140 82 14420 14230 2406 11824 10997 827 719 377 191 155 80 108 75 1207 384 823 252
internal_count=4318164 246413 17086 154 96 74 47 16932 2512 74 2438 140 82 14420 14230 2406 11824 10997 827 719 377 191 155 80 108 75 1207 384 823 252
is_linear=0
shrinkage=0.1


Tree=4311
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 1 5 3 1 1 5 2 1 5 1 5 1 1 1 5 2 3 5 2 5 3 3 5 5
split_gain=3.14845e+11 1.48129e+13 5.25417e+13 6.64024e+13 4.92317e+13 3.53029e+13 1.88058e+13 3.14411e+13 3.9626e+13 3.82059e+13 2.05341e+13 1.9418e+13 1.90195e+13 4.03802e+13 2.02196e+13 1.74204e+13 1.385e+13 1.5786e+13 6.58961e+13 3.63888e+13 5.75279e+13 4.98627e+13 5.17512e+13 4.52629e+13 4.02311e+13 4.59015e+13 3.4789e+13 3.72004e+13 3.20991e+13 5.49097e+13
threshold=55.91302515000001 55.924336300000007 37.692869000000009 15.500000000000002 54.710000000000008 38.058342000000003 37.597123000000003 54.710000000000008 4.5000000000000009 37.436176200000013 37.487839250000007 72.705000000000013 5.5000000000000009 37.362912300000012 62.015000000000008 49.236330900000006 33.395000000000003 37.726745000000001 37.767735350000002 37.792847950000002 69.610000000000014 11.500000000000002 21.500000000000004 60.610000000000007 12.500000000000002 84.030000000000015 19.500000000000004 16.500000000000004 116.06000000000002 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 16 7 -2 9 -9 12 -8 13 -10 -14 -7 -4 -18 26 23 -21 22 28 -20 25 -23 27 -19 -22 -30
right_child=1 -3 5 4 -6 15 11 8 10 -11 -12 -13 14 -15 -16 -17 17 18 19 20 21 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-17.496506864733195 5232.8183032536908 2.5865647887736536 -3001.8259323120119 -9442.1834842389562 -45883.515746471719 -20613.886115913119 -3851.013096981957 45730.787127976189 -43929.268217884412 238853.2109375 -31241.138552782009 -101993.36585286459 29078.026921997069 94895.681953125008 165219.99248453777 1049.3818465699956 2025.8194714777089 27725.24655889022 6781.3333389673489 4201.0486173970412 34597.92826651768 38034.40740234375 -55148.529204896447 -36854.860979253266 50279.881933474659 237912.66590711806 54795.059032800702 -13505.281850339054 -162162.24524456522 51935.024968750004
leaf_weight=3041259 472 1260308 1232 1057 571 705 126 21 44 20 41 24 20 40 24 784 3069 1213 546 4597 553 20 86 421 205 27 364 267 23 25
leaf_count=3041259 472 1260308 1232 1057 571 705 126 21 44 20 41 24 20 40 24 784 3069 1213 546 4597 553 20 86 421 205 27 364 267 23 25
internal_value=0 41.6722 3009.67 -10478.4 -22223.5 5356.74 12503.8 19554.5 51744.3 139937 30348.5 -19553.8 50076.4 22177.9 103337 -9207.57 7071.34 8158.43 10413.2 5681.86 8808.25 31363.4 17406.9 -12216.4 69411.5 152858 27098.8 20287 27789.2 -50653.3
internal_weight=0 1.2769e+06 16597 2460 1628 14137 832 682 210 41 169 150 128 84 44 1489 12648 11416 8347 6503 5536 939 687 967 252 47 1844 1480 601 48
internal_count=4318164 1276905 16597 2460 1628 14137 832 682 210 41 169 150 128 84 44 1489 12648 11416 8347 6503 5536 939 687 967 252 47 1844 1480 601 48
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=31
num_cat=0
split_feature=5 1 4 2 1 2 3 3 5 4 3 3 1 0 4 4 3 0 2 2 1 1 2 0 4 3 4 0 1 1
split_gain=3.11996e+11 1.95341e+12 6.05071e+12 1.31375e+13 4.59247e+12 5.91921e+12 5.86995e+12 5.23102e+12 8.24291e+12 4.74612e+12 1.09762e+13 9.30676e+12 1.33843e+13 4.89933e+12 4.63276e+12 9.25935e+12 5.68615e+12 5.74834e+12 5.67076e+12 5.67665e+12 5.25461e+12 4.09192e+12 3.99506e+12 3.46607e+12 1.29958e+13 2.56999e+13 1.03751e+13 6.49237e+12 9.66337e+12 7.87943e+12
threshold=18.050000000000004 37.792847950000002 3.5000000000000004 4.5000000000000009 37.487839250000007 14.500000000000002 15.500000000000002 2.5000000000000004 13.050000000000002 2.5000000000000004 10.500000000000002 6.5000000000000009 30.578016350000002 55.719391050000006 2.5000000000000004 1.5000000000000002 16.500000000000004 55.551692500000009 4.5000000000000009 1.5000000000000002 37.620907050000007 37.582182450000005 2.5000000000000004 55.708120100000009 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 55.745923000000012 37.737121850000008 37.777459000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 6 7 8 -6 -1 11 12 -11 -14 15 16 17 -8 19 21 -19 -18 -3 26 27 -26 -9 28 -25 -29
right_child=-2 22 3 -5 5 -7 14 23 -10 10 -12 -13 13 -15 -16 -17 18 20 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=2669.7463787898109 -2.3245606042037479 2376.693947322939 82960.356971153858 -20793.260156250002 -81184.075474330355 41856.37768229167 18718.635512222783 3919.4941232781662 6405.7061168323862 44690.976611328129 -54307.014221938785 53634.446974577731 -10890.4662890625 -77293.745312500003 35548.906994047626 -75996.25571732955 -19528.681649925595 -45946.711074862636 45990.621075994321 -20106.966401646205 -15370.810888339711 9451.2037073037791 -368.10260044946017 -18561.650856159944 108979.16934267241 -32568.993308423916 -17549.200188579256 -1632.2084573537722 16243.283484925616 -60384.883491847831
leaf_weight=3469 4286109 9595 26 23 21 30 31 2109 22 24 49 27 20 25 21 22 63 91 22 175 147 215 11854 527 29 23 252 3026 94 23
leaf_count=3469 4286109 9595 26 23 21 30 31 2109 22 24 49 27 20 25 21 22 63 91 22 175 147 215 11854 527 29 23 252 3026 94 23
internal_value=0 310.82 -799.318 34259.7 -962.043 -2466.82 -2659.17 -1614.73 -36370.7 1928.85 -15796.4 3860.01 -15616.9 -47781.2 -10789.1 -12059.4 -10168.8 -21785.8 -3589.94 -5997.83 -27061.6 2883.82 859.755 -1369.05 -3270.21 46371.3 1628.05 -3973.58 -13293.3 -2075.41
internal_weight=0 32055 10606 49 10557 6943 6913 6126 43 3614 145 96 69 45 787 766 744 269 475 453 238 278 21449 6083 3722 52 2361 3670 621 3049
internal_count=4318164 32055 10606 49 10557 6943 6913 6126 43 3614 145 96 69 45 787 766 744 269 475 453 238 278 21449 6083 3722 52 2361 3670 621 3049
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=31
num_cat=0
split_feature=0 5 0 3 0 3 3 5 1 6 1 6 3 0 1 3 5 0 2 1 1 1 3 5 0 5 4 3 1 5
split_gain=3.09296e+11 4.98473e+12 3.40185e+13 3.56429e+13 2.01245e+13 2.73732e+13 2.97025e+13 2.07572e+13 1.92427e+13 3.62239e+13 1.76346e+13 1.6888e+13 3.44035e+13 1.67475e+13 1.84832e+13 1.57609e+13 1.36953e+13 1.29594e+13 2.09958e+13 1.6848e+13 4.2644e+13 3.20029e+13 2.85219e+13 2.76462e+13 1.76339e+13 1.89107e+13 2.02002e+13 1.73308e+13 1.92552e+13 1.6799e+13
threshold=51.717367500000009 68.00500000000001 51.67657710000001 5.5000000000000009 51.67657710000001 24.500000000000004 21.500000000000004 62.015000000000008 39.262370300000008 1.5000000000000002 39.188277450000008 1.5000000000000002 9.5000000000000018 51.636650050000007 39.262370300000008 17.500000000000004 39.025000000000013 47.297889100000013 19.500000000000004 36.761894450000007 39.739656000000004 39.188277450000008 3.5000000000000004 97.050000000000011 50.973130900000008 125.85000000000001 2.5000000000000004 5.5000000000000009 37.914142000000005 102.01000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 -1 6 7 -6 -5 15 -8 12 -9 17 -15 -10 -7 -3 19 22 21 24 23 -19 -21 26 -26 -28 -29 -23
right_child=-2 2 3 8 5 16 10 11 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 29 -24 -25 25 -27 27 28 -30 -31
leaf_value=93.838512850976315 -13.825754752130184 -43.292643867706246 30250.312993794105 -14674.994044392917 3372.7488446546931 15526.095347043301 -18232.879280598961 86860.849154411771 16857.404764241674 -40318.882777296501 78836.081700367649 6719.6039743320089 18993.540280151366 7155.4196726636283 -28454.994063259906 -69339.136505681832 -13565.704349605803 22746.543087439903 35528.097958846833 -49436.432065972222 6.6218824594596475 -20343.170668264356 -298.53943335815705 148335.13365885417 -28487.391367542616 -43337.491194661459 14428.369491810405 -11277.310468969245 11394.352680491675 -67383.833247626593
leaf_weight=723315 3408525 144635 217 3292 10380 188 24 85 593 155 85 941 616 4196 151 22 1162 65 142 90 6043 1945 8333 24 275 120 628 1314 524 79
leaf_count=723315 3408525 144635 217 3292 10380 188 24 85 593 155 85 941 616 4196 151 22 1162 65 142 90 6043 1945 8333 24 275 120 628 1314 524 79
internal_value=0 51.8067 -431.512 -9236.79 165.187 3993.36 5496.57 5025.41 -11346.3 2885.13 57463.1 15472.8 27222.8 -207.99 5918.43 13774 -9514.4 -370.163 -2784.47 -3064.32 -5638.17 -12494.7 302.878 56613.1 -5852.44 -4481.39 -2780.29 86.4845 -4813.79 -22179.2
internal_weight=0 909639 172843 4279 736796 13481 12131 12022 4062 770 109 1642 701 168564 4347 615 1350 164217 19582 19440 11018 4975 8422 89 2951 2861 2741 2466 1838 2024
internal_count=4318164 909639 172843 4279 736796 13481 12131 12022 4062 770 109 1642 701 168564 4347 615 1350 164217 19582 19440 11018 4975 8422 89 2951 2861 2741 2466 1838 2024
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=31
num_cat=0
split_feature=5 0 3 0 0 0 0 4 4 0 0 3 0 2 0 3 2 0 2 0 1 2 1 2 3 0 2 2 3 4
split_gain=3.19065e+11 1.70448e+12 5.17874e+12 2.31584e+12 2.96387e+12 6.79824e+12 3.47184e+12 2.66733e+12 2.14968e+12 1.50278e+12 1.41927e+13 4.23854e+12 3.41671e+12 1.38345e+13 2.53378e+12 4.84242e+12 5.67838e+12 1.05546e+13 7.89724e+12 9.29076e+12 8.42728e+12 6.67629e+12 1.10088e+13 8.51199e+12 8.20141e+12 6.43053e+12 1.4518e+13 8.29247e+12 6.68023e+12 9.76762e+12
threshold=225.45000000000002 60.029906750000002 9.5000000000000018 59.939091550000008 59.916647550000008 59.853570100000006 59.755965500000009 4.5000000000000009 4.5000000000000009 53.719078300000007 53.310923100000004 6.5000000000000009 53.145783300000012 7.5000000000000009 45.022371150000005 18.500000000000004 14.500000000000002 44.998833400000002 10.500000000000002 44.678200800000006 43.048525950000005 1.5000000000000002 43.808567100000012 8.5000000000000018 3.5000000000000004 42.966471700000007 4.5000000000000009 3.5000000000000004 6.5000000000000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 5 6 9 -5 -3 10 12 -12 14 -14 15 16 17 18 19 20 -2 -22 -23 24 -24 26 27 -26 29 -27
right_child=1 2 -4 7 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.85440104747531709 -21338.157612548828 -6092.8492836400083 51156.823556857642 -4215.4770388719508 30656.873058712124 -45343.229061889651 34268.054840284778 -48760.212187500001 30754.050996093749 -886.67563045637166 66690.976701838794 20331.566015625001 -57720.49084746532 42953.078524925601 6026.0549635257958 -36202.673671874996 45433.638146033656 -55623.473325892854 -60898.666201171873 39590.890192634834 -18507.490958960261 63386.668389423081 59969.232942708339 67060.45842633929 -38615.039555220173 17775.862474204008 -89454.083984375 48210.119353693182 38056.293834918477 -50895.663373161769
leaf_weight=4313902 150 76 27 41 33 32 31 20 20 2422 41 38 39 21 723 40 26 35 20 62 81 39 21 21 22 53 26 22 46 34
leaf_count=4313902 150 76 27 41 33 32 31 20 20 2422 41 38 39 21 723 40 26 35 20 62 81 39 21 21 22 53 26 22 46 34
internal_value=0 864.806 12465.5 520.064 809.363 565.86 931.943 -18820.3 1583.59 672.421 3093.02 44391.5 890.059 -22484.7 1877.03 -2420.6 -366.974 -2251.18 877.853 3019.15 -1383.66 6816.82 14039.6 6184.35 477.219 -5677.13 -30210.2 4797.54 7235.02 -9061.29
internal_weight=0 4262 123 4139 4078 4045 4013 61 96 3982 1560 79 1481 60 1421 698 658 632 597 577 515 365 284 245 224 203 70 44 133 87
internal_count=4318164 4262 123 4139 4078 4045 4013 61 96 3982 1560 79 1481 60 1421 698 658 632 597 577 515 365 284 245 224 203 70 44 133 87
is_linear=0
shrinkage=0.1


Tree=4315
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 1 1 2 3 5 3 2 3 2 5 6 3 3 1 2 1 3 5 5 4 2 5 2 3 5
split_gain=3.01705e+11 9.99973e+12 1.55228e+13 1.07615e+13 1.94634e+13 3.19995e+13 3.96654e+13 3.26469e+13 6.52122e+13 3.44158e+13 3.44917e+13 3.30883e+13 4.84223e+13 3.46878e+13 3.00137e+13 4.46131e+13 2.84331e+13 2.41835e+13 2.39682e+13 2.39095e+13 3.17269e+13 4.12187e+13 2.58337e+13 2.15533e+13 2.02537e+13 3.84965e+13 2.41583e+13 3.61575e+13 7.97409e+13 4.63838e+13
threshold=43.592450450000008 39.718803500000007 4.5000000000000009 39.726951800000002 39.787929450000007 39.753614400000011 39.739656000000004 7.5000000000000009 14.500000000000002 51.015000000000008 16.500000000000004 13.500000000000002 16.500000000000004 9.5000000000000018 54.990000000000002 1.5000000000000002 24.500000000000004 8.5000000000000018 39.863684800000009 1.5000000000000002 39.767857750000005 4.5000000000000009 86.810000000000016 46.810000000000009 3.5000000000000004 6.5000000000000009 72.705000000000013 3.5000000000000004 6.5000000000000009 63.855000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 16 8 14 10 -10 12 -9 -14 17 -16 -5 -7 -6 -17 21 22 -21 -19 25 26 27 -23 -29 -30
right_child=-2 3 -4 4 18 7 -8 11 9 -11 -12 -13 13 -15 15 19 -18 23 -20 20 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=61457.552864583151 3.651622050511953 -3997.8482580972532 -8518.6987192622964 8798.4998006229198 -17833.339214285003 -386.95379007397787 -9583.8572362617379 30944.744011534338 -99210.353103298621 -105284.36925616197 41551.224091198987 -14096.158914150281 186788.3807421875 60698.768784586588 122874.71853475767 81184.395003004814 -98292.359875000009 56078.190377890103 -232.61297952213533 194320.62388139206 -26172.235700918347 -32081.450841864222 56032.330535714282 -25088.525055803573 83491.858519345245 134546.2438179348 -26650.628188875791 -31458.63564918155 70523.104311342599 268681.30900297622
leaf_weight=66 4237296 6948 61 2986 783 1145 2276 233 27 71 49 89 40 48 49 65 25 148 65158 22 130 58 35 42 42 23 159 42 27 21
leaf_count=66 4237296 6948 61 2986 783 1145 2276 233 27 71 49 89 40 48 49 65 25 148 65158 22 130 58 35 42 42 23 159 42 27 21
internal_value=0 -191.337 27846.9 -235.439 118.812 4825.21 378.693 13990.4 9069.51 -55223.5 -8456.18 39855.2 54813.7 118012 13776.2 30995.3 7909.34 5095.72 -441.608 23780.4 17105.6 30220.1 109407 38136.1 18086.6 9762.3 413.663 29489.5 69168.5 157217
internal_weight=0 80868 127 80741 73793 7852 5287 2565 2155 147 76 410 321 88 2008 673 3011 1335 65941 624 559 429 57 190 372 330 307 148 90 48
internal_count=4318164 80868 127 80741 73793 7852 5287 2565 2155 147 76 410 321 88 2008 673 3011 1335 65941 624 559 429 57 190 372 330 307 148 90 48
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=31
num_cat=0
split_feature=5 2 1 1 5 3 5 1 1 0 5 1 5 5 4 1 1 5 3 0 3 1 5 0 1 1 1 0 1 5
split_gain=2.88794e+11 2.02303e+12 1.7581e+13 7.36838e+13 6.4662e+13 4.89827e+13 7.13182e+13 3.42362e+13 2.77477e+13 2.33867e+13 1.83848e+13 1.65448e+13 1.61552e+13 1.44709e+13 1.47551e+13 1.36233e+13 1.4062e+13 1.71507e+13 1.62815e+13 1.69016e+13 1.74214e+13 1.44511e+13 1.32319e+13 1.31626e+13 1.24295e+13 3.41093e+13 2.95653e+13 2.52991e+13 2.76894e+13 1.58087e+13
threshold=100.05000000000001 1.5000000000000002 39.726951800000002 39.488326500000007 104.75000000000001 5.5000000000000009 128.92000000000004 39.767857750000005 39.262370300000008 46.672631750000008 137.05000000000004 39.666208800000007 161.85000000000002 142.05000000000004 1.0000000180025095e-35 39.899261850000009 48.712293450000011 225.45000000000002 3.5000000000000004 47.297889100000013 5.5000000000000009 45.148007750000012 116.06000000000002 45.133160800000006 30.451272450000005 30.388336800000001 34.359746700000009 44.678200800000006 38.096381250000007 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 10 -7 9 24 -4 11 -6 13 14 -9 -14 18 -18 -17 -20 21 -21 -13 -24 25 -2 -26 28 -28 -29
right_child=1 -3 7 4 5 6 -8 12 -10 -11 -12 22 15 -15 -16 16 17 -19 19 20 -22 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=4.3499993495043929 7485.9341891470094 -267.55731905829686 -144766.13368055556 205619.54398716521 -36895.82867838542 29159.891536458334 272946.4038671875 55317.347984730121 -84241.088324652781 -26542.09423384233 -47177.004487179489 -4510.062322443182 89015.054279119329 -23130.370240824454 -2947.1381694040592 18748.977526683539 39768.370383831527 892.41495819091801 -1618.9416930042614 -161124.93139204546 -5195.4237369791672 -45150.124032738095 137017.16174879807 30572.602027529763 -45208.975583620835 71832.519557291671 100880.91014887973 35471.466083419422 -12767.213541666668 -1812.0292687272927
leaf_weight=4199349 973 110415 27 28 24 30 20 44 36 44 39 22 22 365 3571 142 230 224 110 22 30 21 26 21 137 90 53 121 36 1892
leaf_count=4199349 973 110415 27 28 24 30 20 44 36 44 39 22 22 365 3571 142 230 224 110 22 30 21 26 21 137 90 53 121 36 1892
internal_value=0 -153.745 1342.28 6692.25 64147.2 42382.3 126674 -2569.85 3077.65 -71500.5 10453.4 34621 -1546.2 -4153.98 -2237.97 11411.3 9219.68 20587.3 -6659.98 -26376.2 -63681.7 -104486 59496.4 89456.8 4029.64 12933.9 -197.8 2735.85 54910.9 429.055
internal_weight=0 118815 8400 3548 210 182 50 4852 3338 71 132 93 4781 3980 3615 801 779 454 325 183 73 43 69 47 3302 1063 2239 2102 89 2013
internal_count=4318164 118815 8400 3548 210 182 50 4852 3338 71 132 93 4781 3980 3615 801 779 454 325 183 73 43 69 47 3302 1063 2239 2102 89 2013
is_linear=0
shrinkage=0.1


Tree=4317
num_leaves=31
num_cat=0
split_feature=5 2 4 0 1 5 1 3 5 0 5 0 3 5 1 1 1 0 4 5 0 0 3 1 2 0 5 5 0 1
split_gain=3.1853e+11 3.75667e+12 9.00025e+12 1.31234e+13 1.49543e+13 1.91918e+13 1.0886e+13 1.59215e+13 1.45368e+13 1.60638e+13 1.29168e+13 9.87258e+12 1.85254e+13 2.061e+13 3.7298e+13 3.1123e+13 2.08837e+13 1.99604e+13 1.96401e+13 1.87433e+13 1.59328e+13 2.85514e+13 2.49259e+13 1.51697e+13 5.56029e+13 2.02453e+13 1.36572e+13 1.78379e+13 1.24097e+13 4.8084e+13
threshold=81.910000000000011 2.5000000000000004 3.5000000000000004 61.785186750000001 39.787929450000007 97.050000000000011 92.815157350000007 3.5000000000000004 150.04500000000004 56.028355650000009 150.04500000000004 59.916647550000008 6.5000000000000009 97.050000000000011 30.278357500000002 30.259484550000003 30.305955500000003 59.932719750000011 6.5000000000000009 86.02500000000002 59.963407450000012 59.982527000000012 21.500000000000004 30.362552800000003 1.5000000000000002 60.003414000000006 100.05000000000001 125.85000000000001 59.863160500000006 30.362552800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 11 10 9 -9 -8 28 13 14 15 -13 -16 -14 -15 -18 26 -22 -23 24 -21 -25 -19 -28 -4 -30
right_child=1 -3 6 4 -6 -7 7 8 -10 -11 -12 12 17 18 16 -17 19 20 -20 23 21 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-8.4642100625363401 -1038.4111567369755 246.47035970607331 1468.6091136072491 -106404.97946428572 -7534.3475572118223 -3609.5500854492188 5311.3531330265414 -25931.436439202986 -86287.632449776793 4227.3326209435099 76384.680909778224 37300.850824652778 51880.105266203704 4425.1628969165095 -47828.380456542975 172841.40540161135 -15107.54244087838 -80984.589221643517 85277.775504032266 -6159.9629405628548 74751.424963662794 -18789.231844840637 74756.2666015625 -38038.042619628912 150260.71875 45140.678174276094 34253.95865709459 -63940.282622466213 2340.9288415685878 -94442.364365826244
leaf_weight=3935898 59413 303798 15567 42 159 32 146 407 28 312 31 36 54 974 40 32 74 54 31 44 43 351 31 40 47 109 37 37 231 66
leaf_count=3935898 59413 303798 15567 42 159 32 146 407 28 312 31 36 54 974 40 32 74 54 31 44 43 351 31 40 47 109 37 37 231 66
internal_value=0 87.1494 -529.68 -1131.3 -24817.5 -61952.9 1376.83 -9207.62 -15597.4 -12844.5 17759.2 1923.26 8482.35 14706.7 33252.8 101085 20223 -6150.41 6919.12 28891.9 -11817 -2501.8 -11197.8 42458.4 74628.7 22810.8 -42746.6 -14843.2 1082.29 -19166.5
internal_weight=0 382266 78468 59646 233 74 18822 924 747 719 177 17898 2034 1427 422 68 354 607 1005 314 553 425 382 240 91 149 128 74 15864 297
internal_count=4318164 382266 78468 59646 233 74 18822 924 747 719 177 17898 2034 1427 422 68 354 607 1005 314 553 425 382 240 91 149 128 74 15864 297
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=31
num_cat=0
split_feature=1 0 0 0 5 5 4 5 3 5 3 2 1 0 5 5 5 5 2 3 5 1 3 5 2 1 3 2 5 5
split_gain=3.08314e+11 1.08877e+13 1.16567e+13 1.13246e+13 8.64492e+12 2.57967e+13 2.79798e+13 1.18626e+13 1.30317e+13 1.31156e+13 2.05959e+13 1.34987e+13 9.93844e+12 1.24358e+13 1.05788e+13 8.77582e+12 8.08184e+12 6.73118e+12 6.73212e+12 6.41048e+12 1.06106e+13 2.19713e+13 9.88895e+12 1.73263e+13 2.92134e+13 1.6422e+13 1.57995e+13 1.26153e+13 1.20012e+13 9.54759e+12
threshold=92.815157350000007 56.009576300000013 56.093493200000005 52.719210700000012 110.05000000000001 128.92000000000004 3.5000000000000004 76.730000000000018 12.500000000000002 79.010000000000005 15.500000000000002 6.5000000000000009 104.38035940000002 55.975961550000008 104.75000000000001 150.04500000000004 42.205000000000005 52.990000000000002 1.5000000000000002 5.5000000000000009 71.00500000000001 92.928903050000017 9.5000000000000018 97.050000000000011 4.5000000000000009 92.928903050000017 15.500000000000002 5.5000000000000009 132.05000000000004 55.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 16 -2 7 6 -6 -5 12 -10 -11 -12 13 -9 -15 -7 -3 -18 -19 20 -20 -22 23 -21 28 -24 -27 -26 -25 -28
right_child=1 2 -4 4 5 15 -8 8 9 10 11 -13 -14 14 -16 -17 17 18 19 22 21 -23 25 24 27 26 29 -29 -30 -31
leaf_value=-4.4012572276190829 178.88502023222247 246.14124855309629 -117.15649482380509 -2175.9055779879436 107140.72425 -51917.808965773816 -326.05531914893618 -55463.168220486114 -26906.606274414065 61286.933765012829 32065.915341322161 -14461.749281288487 46389.112907608702 -13968.47829932443 -70934.825723805159 7284.7026666456659 8137.3267963164808 -6292.8953748604908 2309.2140351208777 8319.767252348649 9469.67090511485 -50483.583158874513 1438.8524001773235 -20809.088710239957 140811.05897985387 6156.2096423539961 -14434.890597098214 57593.998594447541 66482.262583705349 41124.228099392771
leaf_weight=4204104 50206 6573 23799 17938 50 42 47 90 120 67 90 203 23 791 34 62 3727 700 704 1266 117 128 6266 63 27 549 35 56 21 266
leaf_count=4204104 50206 6573 23799 17938 50 42 47 90 120 67 90 203 23 791 34 62 3727 700 704 1266 117 128 6266 63 27 549 35 56 21 266
internal_value=0 162.225 1388.33 -616.307 -2657.69 17974.2 55069.2 -2871.94 -11677 1724.23 11267.8 -169.975 -18534.7 -20166.7 -16316.2 -16624 3136.26 4500.47 3171.34 3868.85 -3928.62 -21852.8 4734.42 12313.4 42588.7 3208.18 16251.3 84664.6 1013.75 34663.9
internal_weight=0 114060 44297 69763 19557 201 97 19356 1418 480 360 293 938 915 825 104 20498 13925 10198 9498 949 245 8549 1433 167 7116 850 83 84 301
internal_count=4318164 114060 44297 69763 19557 201 97 19356 1418 480 360 293 938 915 825 104 20498 13925 10198 9498 949 245 8549 1433 167 7116 850 83 84 301
is_linear=0
shrinkage=0.1


Tree=4319
num_leaves=31
num_cat=0
split_feature=5 2 1 1 5 3 1 1 5 0 1 5 1 1 5 3 3 4 4 1 0 1 1 3 4 3 5 1 5 1
split_gain=3.3194e+11 1.72992e+12 1.41021e+13 5.9723e+13 5.24145e+13 4.19895e+13 2.77702e+13 2.25076e+13 2.07266e+13 2.89545e+13 1.5526e+13 1.27473e+13 1.94945e+13 1.50421e+13 1.59453e+13 2.35222e+13 1.52125e+13 3.09969e+13 1.41834e+13 2.36333e+13 1.21566e+13 1.17486e+13 2.34084e+13 1.11063e+13 2.12329e+13 1.69522e+13 1.38505e+13 2.03432e+13 1.22465e+13 1.10397e+13
threshold=100.05000000000001 1.5000000000000002 39.726951800000002 39.488326500000007 104.75000000000001 6.5000000000000009 39.767857750000005 39.262370300000008 105.35000000000001 46.672631750000008 39.666208800000007 177.02500000000003 39.925119750000007 39.969502550000009 225.45000000000002 6.5000000000000009 4.5000000000000009 3.5000000000000004 4.5000000000000009 56.022377500000012 54.811549550000009 39.704585000000002 39.718803500000007 10.500000000000002 3.5000000000000004 12.500000000000002 102.01000000000001 40.247294600000011 128.92000000000004 65.58467570000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 10 8 -2 -4 -10 -6 23 -13 -14 15 16 17 -15 -19 -20 -18 -12 -23 26 28 -26 27 -8 29 -25
right_child=1 -3 6 4 5 -7 11 -9 9 -11 21 12 13 14 -16 -17 20 18 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.6636371110294341 3613.2751182967427 -270.0751905347139 21912.638564453126 185108.14542410715 -44091.797010633687 128640.92609375001 106591.28019701087 -75886.797309027781 -188259.45952380952 -35160.264700520835 86166.25425646553 108897.84175781249 -76722.810937500006 144637.39706182067 -630.80771055563901 107043.794921875 28794.962304687502 -24105.324898097828 -15251.142542613636 134945.4725 -56359.650616776315 -48912.313794642861 61819.424953497029 6523.8011563191376 60669.609114583342 -31526.136556541314 -6668.8830706933095 8394.3537332452524 103149.07489809784 57518.389417221973
leaf_weight=4199349 3302 110415 20 28 36 40 23 36 21 30 29 20 20 23 390 36 30 46 22 20 38 35 42 113 24 118 3512 255 23 68
leaf_count=4199349 3302 110415 20 28 36 40 23 36 21 30 29 20 20 23 390 36 30 46 22 20 38 35 42 113 24 118 3512 255 23 68
internal_value=0 -164.83 1218.58 6010.08 57736.5 38140.9 -2285.17 2755.87 -64366.3 -98201.1 12647.9 -1363.24 11712.3 8602.38 11423 33288.2 18454.6 41272.1 14256.1 56271.1 -18791.4 31918 11486.8 -3402.35 13748.1 -15943.8 -4968.06 16518.6 34416 25682
internal_weight=0 118815 8400 3548 210 182 4852 3338 71 51 142 4781 645 625 605 215 179 111 88 42 68 106 77 4136 346 142 3790 278 204 181
internal_count=4318164 118815 8400 3548 210 182 4852 3338 71 51 142 4781 645 625 605 215 179 111 88 42 68 106 77 4136 346 142 3790 278 204 181
is_linear=0
shrinkage=0.1


Tree=4320
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 1 6 2 5 3 2 3 6 5 6 5 5 3 2 1 5 5 1 3 3 6 3 1 0 5
split_gain=3.06858e+11 6.56545e+12 1.84224e+13 4.8801e+13 3.20447e+13 3.51362e+13 6.32206e+13 2.85575e+13 2.65127e+13 2.56133e+13 2.34157e+13 2.32428e+13 3.94029e+13 8.15921e+13 3.03439e+13 2.55127e+13 2.32162e+13 2.29083e+13 4.37959e+13 2.20813e+13 5.63688e+13 3.15776e+13 2.19945e+13 5.60922e+13 4.99335e+13 6.14282e+13 7.78873e+13 7.13954e+13 9.15549e+13 9.08147e+13
threshold=30.425002000000003 59.916647550000008 59.863160500000006 30.362552800000003 19.500000000000004 30.370618100000005 1.5000000000000002 8.5000000000000018 35.985000000000007 23.500000000000004 15.500000000000002 4.5000000000000009 1.5000000000000002 58.305000000000007 1.5000000000000002 80.815000000000012 60.310000000000009 20.500000000000004 2.5000000000000004 30.410108300000001 82.00500000000001 80.00500000000001 30.278357500000002 6.5000000000000009 7.5000000000000009 1.5000000000000002 16.500000000000004 30.305955500000003 59.896318000000008 56.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 22 8 16 9 -8 -5 10 17 14 13 -13 15 -10 -6 18 -7 -14 21 -21 23 -4 -24 27 -27 29 -29 -26
right_child=-2 -3 3 4 5 6 7 -9 11 -11 -12 12 19 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-4.9985354361491687 7.7255625656591498 306.10428716902419 5401.0795633781654 1182.841733789506 -27913.341497551908 27413.709261440225 109178.72859256629 28513.696441883352 20543.334525610699 -23269.213048114929 28157.478317627796 -40271.603769838301 -23752.567280817282 -234288.35706250003 -35111.366870117192 138634.81866629465 -132407.52145833333 15710.277298345458 -24459.847652888646 -7575.9859196632424 93553.865852272735 -124357.65218098958 -8127.7738440018575 -11437.488380972309 126077.37854614259 24916.191150122806 -1827.7992629782789 9828.5060845552343 -11822.018081794025 12891.897206526754
leaf_weight=117435 3983587 185096 3228 771 73 213 66 131 142 508 291 163 2276 25 96 21 30 435 690 657 55 24 4192 5110 96 2637 1855 3400 4590 271
leaf_count=117435 3983587 185096 3228 771 73 213 66 131 142 508 291 163 2276 25 96 21 30 435 690 657 55 24 4192 5110 96 2637 1855 3400 4590 271
internal_value=0 -91.9832 -584.918 -2710.08 -10323.8 -1189.97 1332.46 55538.5 -15586.1 -3664.55 2449.12 -19323.8 -21655.9 -66071.7 9489.55 35757.6 -58348.5 -3142.16 -12223.9 -18883.6 -3826.83 -11691.6 -709.961 -4918.55 1349.26 4441.16 13872.1 -628.097 -2609.03 42499
internal_weight=0 334577 149481 32046 6667 2437 2334 197 4230 2137 1629 3459 3200 188 259 163 103 1338 903 3012 736 681 25379 8338 17041 12849 4492 8357 7990 367
internal_count=4318164 334577 149481 32046 6667 2437 2334 197 4230 2137 1629 3459 3200 188 259 163 103 1338 903 3012 736 681 25379 8338 17041 12849 4492 8357 7990 367
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=31
num_cat=0
split_feature=1 2 1 0 5 0 0 3 0 3 5 5 3 5 5 1 5 5 3 0 5 5 0 3 1 3 6 3 5 5
split_gain=3.50705e+11 3.44291e+12 1.04854e+13 1.57744e+13 3.0092e+13 1.43325e+13 2.94205e+13 1.28961e+13 1.17567e+13 1.13989e+13 9.58817e+12 1.36523e+13 1.91729e+13 9.50179e+12 1.52489e+13 9.16421e+12 8.92607e+12 3.64086e+13 3.17053e+13 3.22963e+13 3.12519e+13 2.18886e+13 1.83817e+13 1.5203e+13 1.34399e+13 1.86526e+13 1.10528e+13 1.31953e+13 1.29482e+13 1.24056e+13
threshold=30.207352000000004 1.5000000000000002 20.507360500000004 59.820733200000006 91.050000000000011 54.762542150000009 54.725565150000001 2.5000000000000004 54.959412650000012 3.5000000000000004 150.04500000000004 97.050000000000011 7.5000000000000009 56.205000000000005 50.410000000000004 28.619594500000002 91.050000000000011 76.00500000000001 5.5000000000000009 59.896318000000008 109.05000000000001 132.05000000000004 59.882016200000002 3.5000000000000004 30.102666750000001 4.5000000000000009 1.5000000000000002 5.5000000000000009 59.510000000000012 53.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -4 -8 10 -6 11 -1 -13 14 -9 -7 17 26 19 20 -18 -22 -19 -21 25 -24 27 -5 -29 -28
right_child=-2 -3 3 16 9 15 7 13 -10 -11 -12 12 -14 -15 -16 -17 18 22 -20 23 21 -23 24 -25 -26 -27 29 28 -30 -31
leaf_value=1265.177281793322 -4.1053183302484326 420.962981078067 -9304.3331527765858 9667.1536138091233 -4804.5105342741936 -17997.382561384788 91061.614919354848 17140.796240234376 45974.152767427884 -74919.322728430707 -61376.241032608697 40090.197839285713 -55221.485563151044 5695.7609686957476 93166.444435975616 -5154.1857862811694 149744.95509375 -66478.42514979477 121443.36562500001 45072.090579927892 -39708.58929246472 92518.390718005947 -37776.348315972224 -40181.377323671149 -70177.416116648703 52777.023957625686 -250.11536713075503 -14440.81813794454 -66153.246934586874 13086.98500059857
leaf_weight=2242 4230377 77898 546 185 31 1016 31 74 65 92 23 175 24 144 41 1226 25 118 27 26 31 21 45 107 29 46 2134 270 59 1036
leaf_count=2242 4230377 77898 546 185 31 1016 31 74 65 92 23 175 24 144 41 1226 25 118 27 26 31 21 45 107 29 46 2134 270 59 1036
internal_value=0 197.832 -1559.83 -3468.59 -8745.61 -6807.41 4367.44 30108.1 3995.12 -57248.1 2887.72 3493.24 28595.3 22812.5 44245.6 -10974.3 592.912 -545.91 19438.7 6323.86 57864.2 13690.8 -38452.9 -23515.3 -10894.5 7997.88 1903.02 -11699.7 -23714.5 4108.63
internal_weight=0 87787 9889 7360 3201 3078 836 290 2529 123 2464 2441 199 259 115 2242 4159 3922 237 210 77 52 238 133 120 91 3684 514 329 3170
internal_count=4318164 87787 9889 7360 3201 3078 836 290 2529 123 2464 2441 199 259 115 2242 4159 3922 237 210 77 52 238 133 120 91 3684 514 329 3170
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=31
num_cat=0
split_feature=0 5 5 0 1 0 1 3 4 4 5 1 5 0 0 1 3 1 3 1 1 3 2 3 5 1 3 3 2 5
split_gain=3.00748e+11 4.29317e+12 1.68422e+13 1.57733e+13 1.434e+13 2.02925e+13 1.03397e+13 1.04523e+13 1.25415e+13 1.03393e+13 1.54289e+13 4.02694e+13 4.96603e+13 3.81277e+13 5.8023e+13 7.33885e+13 4.87663e+13 4.83751e+13 6.06957e+13 4.49278e+13 4.02974e+13 5.50669e+13 3.85193e+13 3.62247e+13 3.10414e+13 2.68909e+13 2.41096e+13 2.71403e+13 3.52859e+13 2.26514e+13
threshold=59.963407450000012 65.905000000000015 67.00500000000001 60.017447350000005 30.226173900000003 60.052595500000002 30.207352000000004 6.5000000000000009 2.5000000000000004 1.5000000000000002 42.405000000000008 30.226173900000003 60.905000000000008 60.003414000000006 59.990816400000007 30.278357500000002 17.500000000000004 30.278357500000002 7.5000000000000009 30.305955500000003 30.332994000000003 11.500000000000002 3.5000000000000004 18.500000000000004 45.005000000000003 30.243224600000001 22.500000000000004 24.500000000000004 18.500000000000004 52.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 6 5 -5 -3 8 -8 10 -2 12 24 14 17 16 -16 18 22 -17 -21 -22 -13 -18 -12 -20 29 -28 -29 -26
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 11 13 -14 -15 15 19 23 -19 25 20 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=6.0800379566088063 -74.573434799066405 18583.371704101562 -479.39334570271023 -92447.37261904763 -1323.720404091405 -10422.725715537385 -103460.81014763328 -19208.356657675522 -24078.914241536462 977.92772968810118 -8523.5617608616176 244600.586484375 123681.31448743666 -2010.1295460806259 -36440.316243489586 19125.442270788681 -144629.77346491229 -10942.741797755896 52754.819848278981 -70117.554921611067 -60264.550616901688 55277.838915721484 62895.924525669652 -35026.433929592225 32743.655248234831 -34907.467700539179 -39463.336814357521 -826.09640377917913 113858.31125183107 -5550.9007599659453
leaf_weight=4100519 82890 64 42064 42 1894 107 34 683 48 76673 809 20 37 7320 156 226 114 2626 69 185 82 83 28 41 743 71 143 166 32 195
leaf_count=4100519 82890 64 42064 42 1894 107 34 683 48 76673 809 20 37 7320 156 226 114 2626 69 185 82 83 28 41 743 71 143 166 32 195
internal_value=0 -114.55 -985.263 -8394.35 -3673.59 -33543.8 -20028.3 -23258.5 -56993.4 111.995 -579.347 -3762.12 8842.27 -6192.42 -14464.3 -36766.2 -75911.8 -7434.57 41567.8 -15630.3 -38072.5 -2143.23 138606 -115638 6807.29 8297.52 16504.4 -6266.64 17708.8 24782.6
internal_weight=0 217645 44936 2872 2043 149 829 765 82 172709 96036 13146 2125 11021 3701 887 311 2814 188 576 350 165 48 155 2088 140 1279 341 198 938
internal_count=4318164 217645 44936 2872 2043 149 829 765 82 172709 96036 13146 2125 11021 3701 887 311 2814 188 576 350 165 48 155 2088 140 1279 341 198 938
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 4 3 4 5 1 2 1 3 5 2 5 5 2 5 3 2 4 6 6 2 1 5 2 1
split_gain=3.23918e+11 8.52032e+12 1.72786e+13 3.88189e+13 1.57183e+13 1.51292e+13 1.13073e+13 1.09455e+13 2.14473e+13 2.86325e+13 2.7283e+13 3.49248e+13 2.65737e+13 2.35176e+13 3.23592e+13 5.34692e+13 5.32212e+13 2.13091e+13 2.04245e+13 1.93825e+13 1.89226e+13 2.21226e+13 1.82779e+13 1.58497e+13 1.51762e+13 1.50165e+13 1.43914e+13 1.44377e+13 1.43894e+13 1.42062e+13
threshold=56.301440000000007 56.281985950000006 37.620907050000007 37.914142000000005 161.85000000000002 150.04500000000004 2.5000000000000004 5.5000000000000009 2.5000000000000004 70.00500000000001 44.005491150000005 17.500000000000004 38.151577750000008 16.500000000000004 98.020000000000024 11.500000000000002 83.010000000000005 86.810000000000016 7.5000000000000009 84.030000000000015 11.500000000000002 7.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 13.500000000000002 44.005491150000005 71.715000000000018 4.5000000000000009 43.808567100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 24 9 -9 11 17 -11 20 16 -16 22 19 26 23 -12 -22 -15 -10 -5 -25 27 -14 -29 -19
right_child=-2 2 3 4 6 -7 -8 8 10 12 13 -13 18 14 15 -17 -18 29 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-3.8630413761677147 48.879380682899097 -20792.13378865529 43463.035750498675 -73907.560726137526 -7673.9727120535717 78968.241117527185 -108152.03847656251 -3255.6839173180206 -90522.994196428568 -34343.15280633224 -15993.967731906256 125067.30088778409 -29418.59781788793 -37436.070866231712 -40400.546098090279 97375.696189024398 -112669.62950284091 -13521.67755843874 48134.825756181155 -60994.092305871221 70123.224389648443 -33096.446212121213 55235.417773437504 -4779.8095986133785 1217.9924288893665 78960.612642045468 -20467.550398209951 19563.046446078431 105109.19267578126 43064.878710937504
leaf_weight=3269724 1031809 489 188 27 21 23 24 5865 21 76 1161 22 29 188 90 41 110 63 261 66 56 33 24 804 6591 22 103 51 32 150
leaf_count=3269724 1031809 489 188 27 21 23 24 5865 21 76 1161 22 29 188 90 41 110 63 261 66 56 33 24 804 6591 22 103 51 32 150
internal_value=0 -15.3465 -2273.05 -1712.04 -2244.38 -2077.44 -61262.3 -2194.78 -4412.88 -1206.41 -11630 284.774 20567.1 -19661.7 -39182.4 2720.26 -56229.8 -2153.25 29334.2 -8797.84 -12587.4 31850.8 -26945 -4730.6 911.497 -2549.44 6511.22 31322.1 52544.7 26328
internal_weight=0 3.28636e+06 16631 16142 15954 15909 45 15886 9268 6417 2851 1148 552 1703 453 131 322 1126 476 913 1250 89 212 847 6618 826 215 112 83 213
internal_count=4318164 3286355 16631 16142 15954 15909 45 15886 9268 6417 2851 1148 552 1703 453 131 322 1126 476 913 1250 89 212 847 6618 826 215 112 83 213
is_linear=0
shrinkage=0.1


Tree=4324
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 5 3 1 5 3 1 3 1 1 4 5 1 1 5 4 5 5 1 1 3 5 5 5 5
split_gain=3.00774e+11 1.19533e+13 4.25434e+13 5.37909e+13 4.11388e+13 2.85804e+13 1.67228e+13 1.63502e+13 1.52281e+13 2.548e+13 3.21123e+13 3.09588e+13 1.78205e+13 1.66349e+13 1.60485e+13 3.59798e+13 1.8796e+13 1.16891e+13 5.39383e+13 3.55906e+13 2.7701e+13 2.73597e+13 3.30903e+13 2.37164e+13 5.2932e+13 2.73959e+13 2.72337e+13 1.88606e+13 9.90633e+13 4.72383e+13
threshold=55.91302515000001 55.924336300000007 37.692869000000009 15.500000000000002 59.025000000000013 38.058342000000003 116.06000000000002 24.500000000000004 37.597123000000003 54.710000000000008 4.5000000000000009 37.436176200000013 8.5000000000000018 37.487839250000007 37.39371280000001 2.5000000000000004 74.610000000000014 37.869926150000005 37.889331900000009 52.020000000000003 2.5000000000000004 67.520000000000024 70.00500000000001 37.767735350000002 37.726745000000001 10.500000000000002 68.52500000000002 83.010000000000005 88.015000000000015 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 17 -7 -5 9 -2 11 -11 -10 14 15 -12 -17 23 19 -19 21 -20 -23 24 26 -26 -4 29 -29 -21
right_child=1 -3 5 4 -6 6 -8 -9 12 10 13 -13 -14 -15 -16 16 -18 18 20 27 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-17.101064373592543 4706.7105313058628 5.6194569217888093 6933.4514655559924 -8356.9903967779319 -46661.014194919131 -6987.7728537571866 -94824.413849431832 -73382.987402343759 -66337.628769531249 41167.800000000003 124957.38068033855 215011.57000000004 6779.757397949219 -28117.75463033537 96652.895874618902 -67781.694196428565 42141.580967494425 13521.266440412435 2112.000495174525 58828.890525093608 28710.69943841004 -87874.983452405431 19584.475220788045 -79.50995488860093 4771.0108209949485 30060.218631559663 -14214.625412009911 -138141.99033789063 127531.85189208985 194718.31707974139
leaf_weight=3041259 472 1260308 2453 1161 427 1467 22 40 50 21 24 20 100 41 41 35 28 283 1337 217 367 76 46 4959 618 1396 810 25 32 29
leaf_count=3041259 472 1260308 2453 1161 427 1467 22 40 50 21 24 20 100 41 41 35 28 283 1337 217 367 76 46 4959 618 1396 810 25 32 29
internal_value=0 40.7303 2706.91 -9430.12 -20001.3 4818.89 -8285.56 -10522.7 11254.7 17599.5 46577.5 125970 -17592.7 27316.7 45073.1 20765.3 -18926.9 6361.62 12624.2 39021.7 4152.77 -2024.58 -47357.5 4885.91 9552.11 22300.2 1683.7 62838.8 11008.2 74848.4
internal_weight=0 1.2769e+06 16597 2460 1628 14137 1489 1201 832 682 210 41 150 169 128 87 63 12648 2412 586 1826 1459 122 10236 5277 2014 3263 303 57 246
internal_count=4318164 1276905 16597 2460 1628 14137 1489 1201 832 682 210 41 150 169 128 87 63 12648 2412 586 1826 1459 122 10236 5277 2014 3263 303 57 246
is_linear=0
shrinkage=0.1


Tree=4325
num_leaves=31
num_cat=0
split_feature=0 3 3 5 2 5 5 0 5 5 3 2 1 2 5 4 1 3 2 2 5 3 6 3 2 2 4 3 6 2
split_gain=3.02115e+11 2.04242e+12 3.62641e+12 1.709e+13 6.77359e+12 6.06889e+12 5.7504e+12 3.72922e+12 9.42693e+12 1.20979e+13 8.20483e+12 1.18473e+13 8.10457e+12 1.90934e+13 8.49845e+12 1.85156e+13 1.60165e+13 7.34689e+12 1.11167e+13 1.36455e+13 7.12945e+12 2.65284e+13 1.66125e+13 1.29331e+13 1.28336e+13 6.84054e+12 8.03886e+12 6.49363e+12 5.97558e+12 5.46434e+12
threshold=43.056445700000005 6.5000000000000009 7.5000000000000009 137.05000000000004 6.5000000000000009 161.85000000000002 86.810000000000016 42.966471700000007 132.05000000000004 125.85000000000001 12.500000000000002 6.5000000000000009 47.282206100000003 7.5000000000000009 150.04500000000004 4.5000000000000009 47.473138800000008 10.500000000000002 8.5000000000000018 5.5000000000000009 137.05000000000004 9.5000000000000018 1.5000000000000002 13.500000000000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 10.500000000000002 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6 20 9 -9 11 -11 13 25 16 27 -14 -18 19 -19 29 -22 23 24 -23 -10 -27 -16 -29 -4
right_child=-2 2 7 5 6 -7 -8 8 12 10 -12 -13 14 -15 15 -17 17 18 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1249.4217770370587 -2.2930933382646623 -4630.7881633758543 7250.8626405830264 95771.484609375009 -16365.06418855954 21866.1375625 -58949.614555664062 1942.1253997252643 14017.328860294117 21791.107244318184 -8377.891514008621 104118.69504310345 33289.693088942309 67905.42072423987 -13998.33087890625 -81426.698697916669 -80868.816905381958 -6678.9377604166675 20358.815508563704 -112243.42231250001 -60315.34231085526 -25682.762364414761 63141.480862704193 -48772.904296875 60545.724652777775 -3761.895330255682 -90260.794475446441 68090.615158770161 2380.3649375 -2355.5725180283912
leaf_weight=13386 4285952 944 634 20 153 25 40 7323 34 44 29 29 26 37 40 24 54 24 26 25 38 28 88 32 45 22 21 31 25 8965
leaf_count=13386 4285952 944 634 20 153 25 40 7323 34 44 29 29 26 37 40 24 54 24 26 25 38 28 88 32 45 22 21 31 25 8965
internal_value=0 305.106 -366.337 -5728.61 -8120.76 54713 -25190.9 -7.11002 1623.5 2418.52 36620.5 54496.6 -13551.3 8867.12 -22844.7 -2865.47 -38312.5 -52743.9 -32494 -60538.4 -1303.3 16057 31094.1 4235.31 27471.8 -19501.9 -46005.5 16774.8 38755.7 -1721.08
internal_weight=0 32212 18826 1182 1137 45 193 17644 7814 7425 102 73 389 114 275 120 155 129 75 49 9830 231 193 105 73 77 43 96 56 9599
internal_count=4318164 32212 18826 1182 1137 45 193 17644 7814 7425 102 73 389 114 275 120 155 129 75 49 9830 231 193 105 73 77 43 96 56 9599
is_linear=0
shrinkage=0.1


Tree=4326
num_leaves=31
num_cat=0
split_feature=5 2 3 3 0 4 0 5 0 0 1 5 5 6 0 5 5 4 0 3 1 1 0 1 1 5 2 0 0 0
split_gain=3.10563e+11 1.62538e+12 7.36061e+12 9.10825e+12 1.22035e+13 1.36446e+13 2.73443e+13 1.34312e+13 8.6168e+12 1.03313e+13 8.84811e+12 8.03853e+12 6.94868e+12 1.41126e+13 6.38548e+12 6.17724e+12 8.21896e+12 6.27375e+12 6.13835e+12 8.82093e+12 7.65816e+12 5.66413e+12 4.28869e+12 1.92353e+13 1.99554e+13 2.49696e+13 1.34636e+13 1.24638e+13 1.01372e+13 1.08917e+13
threshold=100.05000000000001 20.500000000000004 22.500000000000004 23.500000000000004 55.043101600000007 3.5000000000000004 45.059881250000011 132.05000000000004 54.725565150000001 45.022371150000005 38.969379750000009 150.04500000000004 109.05000000000001 1.5000000000000002 55.87722990000001 112.04500000000002 109.05000000000001 3.5000000000000004 55.68356880000001 21.500000000000004 49.111504200000006 37.542000650000013 45.063245200000004 39.032393150000004 38.996948700000011 123.15000000000002 22.500000000000004 45.013473000000012 51.369916400000001 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 5 6 -4 12 9 -3 -11 -12 14 -14 -6 16 17 21 -17 -20 -21 -10 23 24 -5 -26 -25 -28 -24 -30
right_child=1 2 3 22 7 -7 -8 -9 15 10 11 -13 13 -15 -16 18 -18 -19 19 20 -22 -23 28 26 25 -27 27 -29 29 -31
leaf_value=4.5109696001823822 -225.46563292845119 -24946.826740056818 -36586.27789351852 -6178.8814577738449 -49387.09102918837 -46615.935084885823 96541.999934895837 15383.396081792092 16054.420996093751 85699.777380952379 -22190.926704545458 54534.576052517368 -33711.016351651277 -118976.19635416668 12528.770577116935 -48756.335227272735 60904.663035714293 33987.41901041667 43244.830641174318 -59944.363201678243 19537.298863636366 -50712.92242476852 35577.462553710939 75260.163724662169 -28848.611078125003 -156691.25610795454 -36847.646274771345 38977.60042459239 -36309.535813710383 3417.3658390811202
leaf_weight=4199349 115145 22 27 192 36 26 36 49 24 42 22 36 55 30 31 33 35 39 32 27 22 27 95 37 50 22 41 46 71 2465
leaf_count=4199349 115145 22 27 192 36 26 36 49 24 42 22 36 55 30 31 33 35 39 32 27 22 27 95 37 50 22 41 46 71 2465
internal_value=0 -159.434 1912.29 433.082 -16494.8 14333.4 39487 -30145 15471 37095.1 50744.4 25431.8 -44821.9 -63804.6 -20739.5 4432.75 19785.8 3795.18 -12401.8 2409.35 -24258.7 -19293 2059.14 -7755.52 -23015.1 -67911.6 24732.6 3243.86 3506.53 2305.14
internal_weight=0 118815 3670 3309 290 89 63 201 361 122 100 58 152 85 67 239 125 90 114 81 49 51 3019 388 264 72 124 87 2631 2536
internal_count=4318164 118815 3670 3309 290 89 63 201 361 122 100 58 152 85 67 239 125 90 114 81 49 51 3019 388 264 72 124 87 2631 2536
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=31
num_cat=0
split_feature=5 2 3 6 1 0 0 1 1 4 5 1 5 1 0 1 5 0 0 1 5 0 5 3 0 0 1 0 1 4
split_gain=3.12556e+11 3.14108e+12 7.8381e+12 1.13843e+13 3.42949e+13 2.87188e+13 2.72597e+13 1.9605e+13 1.73044e+13 2.25467e+13 1.41741e+13 1.76342e+13 3.52365e+13 1.58964e+13 2.32618e+13 1.57554e+13 1.29035e+13 1.10815e+13 1.34713e+13 1.08091e+13 1.01136e+13 1.13552e+13 9.21177e+12 8.71194e+12 8.69523e+12 9.7209e+12 3.6705e+13 1.89522e+13 3.10906e+13 2.69371e+13
threshold=81.910000000000011 2.5000000000000004 24.500000000000004 1.5000000000000002 39.188277450000008 56.831297550000009 55.645049100000001 30.259484550000003 44.005491150000005 3.5000000000000004 97.050000000000011 37.487839250000007 104.75000000000001 30.410108300000001 55.755036050000008 37.475443250000005 86.810000000000016 55.708120100000009 55.793358600000012 30.259484550000003 104.75000000000001 55.601678500000013 84.030000000000015 8.5000000000000018 61.785186750000001 59.932719750000011 30.226173900000003 59.755965500000009 30.370618100000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 7 6 8 -5 -4 -6 16 13 12 -12 19 -15 -16 -10 20 -19 -8 21 -9 -20 24 25 27 -27 -2 29 -29
right_child=1 -3 3 4 5 -7 10 17 9 -11 11 -13 -14 14 15 -17 -18 18 22 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-8.3844676752138874 848.7409859655927 232.01203771022867 87398.40955357143 -107285.29037162164 112104.52901041666 -56283.155234375008 -17494.746556712966 9348.8199291620876 -51783.764867187507 126823.93328125001 -168813.39662500002 24214.162610394022 -11421.021851325757 57635.382291666669 -12222.104476351353 -108043.67990722657 28873.110442352296 -58149.370073784725 45424.831713388485 60492.746995192312 75100.169095982143 56316.990270996095 60.551040332564895 -1568.727241067488 -14576.448655192056 -20356.680807871362 11083.824883549602 -87437.352030222042 -40746.48637049058 -2245.1388697481812
leaf_weight=3935898 29454 303798 35 37 30 35 27 263 25 20 25 23 33 24 37 32 96 36 51 52 35 64 366 42512 375 438 2439 38 272 1594
leaf_count=3935898 29454 303798 35 37 30 35 27 263 25 20 25 23 33 24 37 32 96 36 51 52 35 64 366 42512 375 438 2439 38 272 1594
internal_value=0 86.3284 -477.703 7087.59 -4951.68 26247.2 -27113.7 14112.9 43139.4 28466 -15389 -49880.3 -79262.6 854.06 -27165.2 -56661.1 12208.5 10965.6 541.834 33838.8 24009.8 18541.4 5608.7 -609.739 568.202 734.092 6297.26 223.688 -9445.6 -4228.78
internal_weight=0 382266 78468 1346 496 206 290 850 171 141 253 81 58 172 93 69 121 815 453 79 362 327 417 77122 34610 34235 2877 31358 1904 1632
internal_count=4318164 382266 78468 1346 496 206 290 850 171 141 253 81 58 172 93 69 121 815 453 79 362 327 417 77122 34610 34235 2877 31358 1904 1632
is_linear=0
shrinkage=0.1


Tree=4328
num_leaves=31
num_cat=0
split_feature=3 6 1 1 0 0 0 3 0 1 0 1 5 4 0 1 2 5 2 2 3 1 0 5 0 0 1 1 1 5
split_gain=3.31289e+11 6.11364e+12 1.74136e+13 6.06839e+13 6.95904e+13 7.15502e+13 7.68552e+13 6.68388e+13 5.03837e+13 8.71861e+13 7.25852e+13 7.16591e+13 4.35422e+13 4.831e+13 7.58519e+13 4.16802e+13 3.9756e+13 3.88886e+13 3.86636e+13 5.10912e+13 3.85496e+13 3.84628e+13 5.40563e+13 4.17471e+13 3.66107e+13 4.16704e+13 4.13562e+13 7.43905e+13 9.57011e+13 3.36086e+13
threshold=21.500000000000004 1.5000000000000002 37.475443250000005 37.342273500000012 55.645049100000001 55.674875350000008 55.74310830000001 23.500000000000004 55.645049100000001 37.328003200000005 55.674875350000008 37.328003200000005 57.405000000000008 2.5000000000000004 55.734663800000007 37.457850350000008 5.5000000000000009 80.815000000000012 4.5000000000000009 8.5000000000000018 27.500000000000004 37.39371280000001 55.657530000000008 71.715000000000018 55.885524800000006 55.745923000000012 37.792847950000002 37.767735350000002 37.752451500000006 84.030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 7 12 15 11 10 -10 -3 -7 16 17 18 -14 -15 -6 -20 29 -9 -23 -24 25 -4 27 28 -26 -18
right_child=1 2 24 4 5 6 -8 21 9 -11 -12 -13 13 14 -16 -17 20 -19 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=9.2183065393625832 202.27373429154687 6785.6273499684967 -1296.0147457098253 -19158.066670281547 -53219.725721215422 5032.628607807942 11562.955208199621 145111.77628580731 -32799.737775371148 -56695.935965550205 -376.66945648488473 74511.08327035213 -101131.7872220553 75069.623956163196 -179251.9573046875 -102369.84790039062 -46471.666361177893 -9184.2790499441962 105618.37041550729 4954.4944018404913 88134.790640624997 -580.81790802258399 61921.61482007576 168624.81673611113 -14858.530955687987 5319.5582195706438 -3368.1556654470364 -75611.393161103231 118500.15735795454 75337.861328125
leaf_weight=3887566 273553 637 70991 896 61 707 7737 54 702 282 42010 207 104 90 20 32 403 140 73 163 25 119 198 45 2490 10996 17586 198 55 24
leaf_count=3887566 273553 637 70991 896 61 707 7737 54 702 282 42010 207 104 90 20 32 403 140 73 163 25 119 198 45 2490 10996 17586 198 55 24
internal_value=0 -83.2256 -580.53 859.249 7539.91 9933.24 7532.08 39746.3 -800.477 -1275.47 -909.564 23396 -13080.5 -28968.8 7541.71 6065.3 -45385.4 23784.6 17748.6 36092 -32558.9 66383.4 54639.4 81681.5 -1350.67 -408.742 -5149.47 -16569.9 -11976.5 -39625.2
internal_weight=0 430598 157045 54729 10891 9995 9250 745 43838 42994 42712 844 1513 806 250 329 556 230 297 236 452 416 362 243 102316 81987 20329 2743 2545 427
internal_count=4318164 430598 157045 54729 10891 9995 9250 745 43838 42994 42712 844 1513 806 250 329 556 230 297 236 452 416 362 243 102316 81987 20329 2743 2545 427
is_linear=0
shrinkage=0.1


Tree=4329
num_leaves=31
num_cat=0
split_feature=3 0 0 5 3 1 0 1 5 2 2 6 5 3 0 0 3 0 2 1 2 0 5 5 5 2 5 5 5 5
split_gain=3.89125e+11 1.64777e+12 1.28054e+13 1.17754e+13 4.4647e+12 5.37154e+12 2.69062e+13 6.42526e+12 4.43313e+12 3.46902e+12 9.30258e+12 4.41282e+12 3.44743e+12 3.14696e+12 1.18551e+13 1.80014e+13 9.56517e+12 7.56963e+12 7.16288e+12 9.98659e+12 1.10806e+13 1.00557e+13 8.754e+12 5.82929e+12 1.24905e+13 1.02164e+13 5.92548e+12 5.74073e+12 6.01762e+12 5.73568e+12
threshold=28.500000000000004 55.664473600000008 55.657530000000008 59.810000000000009 34.500000000000007 37.516458750000005 55.518428350000008 37.533784800000006 39.025000000000013 24.500000000000004 17.500000000000004 1.5000000000000002 50.410000000000004 32.500000000000007 55.56564190000001 55.551692500000009 31.500000000000004 53.145783300000012 19.500000000000004 37.692869000000009 23.500000000000004 54.708501450000007 59.510000000000012 62.995000000000012 71.715000000000018 5.5000000000000009 63.855000000000011 45.610000000000007 25.005000000000006 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 5 6 12 -7 -4 10 11 -6 -2 16 15 -15 23 -18 -19 -20 21 -21 -22 27 26 -26 -25 28 -9 -28
right_child=1 -3 3 -5 9 7 -8 13 -10 -11 -12 -13 -14 14 -16 -17 17 18 19 20 22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=2.7087192453427202 -37614.962281629778 -619.21378418693121 27702.92287109375 -6388.5948321368242 -38733.667792080967 -33487.815370008684 89897.925956003295 -23359.490016361706 85868.024403782911 -28598.953749778055 36794.269073932926 3754.5029341264208 14166.654531250002 123.66815455985306 -30828.057546359891 22850.269013157897 8532.1183238636368 -28982.119217328887 -54143.88881048387 -9812.1457926432304 5196.3467773437505 73299.990413851352 -68079.174622112769 4128.5251436121325 -24827.057176523762 7343.3632092603993 63111.396422946069 -6679.0474248351384 11359.597970459592 23928.652742686172
leaf_weight=4283289 36 29712 20 37 55 54 38 57 38 88 41 44 20 1309 91 475 132 268 31 24 56 37 23 68 121 536 62 906 402 94
leaf_count=4283289 36 29712 20 37 55 54 38 57 38 88 41 44 20 1309 91 475 132 268 31 24 56 37 23 68 121 536 62 906 402 94
internal_value=0 -332.68 1316.26 37691.2 634.411 1278.61 24950.2 809.772 65811.1 -13040.8 -3261.35 -19850 -19121.5 1204.5 4378.88 6174.75 -908.373 -12465.2 -18778.8 -2787.59 8584.16 40600.1 -16137 2029.72 8371.07 1418.52 28763.1 -2063.11 7048.08 39501.3
internal_weight=0 34875 5163 95 5068 4840 94 4746 58 228 140 99 56 4692 1875 1784 2817 571 439 171 140 61 79 2246 881 657 224 1365 459 156
internal_count=4318164 34875 5163 95 5068 4840 94 4746 58 228 140 99 56 4692 1875 1784 2817 571 439 171 140 61 79 2246 881 657 224 1365 459 156
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 1 3 5 1 1 2 1 5 2 5 5 5 5 2 1 1 1 5 2 5 2 2 1 4
split_gain=3.32527e+11 1.05338e+13 3.51611e+13 4.35618e+13 3.33099e+13 2.36595e+13 1.38495e+13 1.32758e+13 1.26178e+13 1.98994e+13 2.23052e+13 4.129e+13 2.30751e+13 1.38007e+13 1.23736e+13 3.08397e+13 1.07902e+13 1.06563e+13 1.05987e+13 9.86773e+12 9.72209e+12 4.10098e+13 2.59691e+13 4.70088e+13 4.25576e+13 3.11825e+13 4.38695e+13 2.87782e+13 3.89748e+13 3.78917e+13
threshold=55.91302515000001 55.924336300000007 37.692869000000009 15.500000000000002 59.025000000000013 38.058342000000003 49.236330900000006 24.500000000000004 38.010000000000012 37.597123000000003 37.39371280000001 2.5000000000000004 37.487839250000007 72.705000000000013 5.5000000000000009 61.405000000000008 64.405000000000015 58.995000000000012 33.585000000000008 9.5000000000000018 37.726745000000001 37.767735350000002 37.855187800000003 69.610000000000014 10.500000000000002 80.00500000000001 7.5000000000000009 4.5000000000000009 37.971176850000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 18 17 -5 -2 10 14 -12 -13 -11 -10 -16 -14 -7 -4 -6 -20 -22 -23 -24 25 27 -27 -25 29 -29
right_child=1 -3 5 4 19 6 -8 -9 9 13 11 12 16 -15 15 -17 -18 -19 20 -21 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-17.98110257806653 -7118.2966167409222 9.8662100261327002 -2875.7849370756376 -7520.636588418125 -56530.273289482902 -9155.2423531887434 1688.1100614236327 -66114.931864013677 -6142.8618707516771 -525.58432617187498 146555.36899671052 62638.71320203146 16631.941512784091 -86985.823470052099 -6372.1561137354656 135126.51858723958 -65638.212937500008 -35468.25514437638 2016.1848718219953 -26096.547679706651 21791.571579479536 -1231.1780719512142 5909.3282132804816 14265.347447550073 86844.931811523449 12109.587009379678 -127532.1452693059 224438.02974137932 19688.522078450522 48058.335398065479
leaf_weight=3041259 281 1260308 1249 1161 223 478 784 40 177 80 38 96 44 24 43 24 25 227 3069 204 1837 3364 2602 106 136 167 26 29 42 21
leaf_count=3041259 281 1260308 1249 1161 223 478 784 40 177 80 38 96 44 24 43 24 25 227 3069 204 1837 3364 2602 106 136 167 26 29 42 21
internal_value=0 42.8263 2545.68 -8488.18 -18001.2 4465.7 -7457.37 -9472.15 10126.3 18920.7 28087.3 52577.7 30934.3 -20477.9 7712.08 44313.9 -13176.1 -17627.7 5869.36 -41990.5 6827.57 8600.22 4868.13 11425.5 38661 21901.4 -6702.25 49782.7 90704.8 150359
internal_weight=0 1.2769e+06 16597 2460 1628 14137 1489 1201 832 551 447 203 165 104 244 67 69 705 12648 427 11399 8330 6493 3129 527 391 193 198 92 50
internal_count=4318164 1276905 16597 2460 1628 14137 1489 1201 832 551 447 203 165 104 244 67 69 705 12648 427 11399 8330 6493 3129 527 391 193 198 92 50
is_linear=0
shrinkage=0.1


Tree=4331
num_leaves=31
num_cat=0
split_feature=0 0 6 3 1 3 1 1 1 3 5 1 1 5 5 5 2 5 5 3 3 4 2 3 4 5 5 2 1 3
split_gain=3.49179e+11 1.16063e+13 1.69968e+13 1.55749e+13 1.94461e+13 1.88969e+13 2.74531e+13 1.38077e+13 2.54259e+13 2.17014e+13 2.40368e+13 1.83046e+13 3.7619e+13 2.71092e+13 5.22477e+13 3.42581e+13 5.57683e+13 3.76289e+13 2.2545e+13 1.80778e+13 1.72126e+13 1.60783e+13 1.5693e+13 1.50184e+13 1.48907e+13 1.44021e+13 1.47607e+13 1.42068e+13 3.03214e+13 5.91009e+13
threshold=55.535913550000011 55.518428350000008 1.5000000000000002 16.500000000000004 37.436176200000013 5.5000000000000009 37.362912300000012 37.620907050000007 37.692869000000009 9.5000000000000018 41.995000000000012 37.533784800000006 37.516458750000005 94.040000000000006 70.50500000000001 80.00500000000001 9.5000000000000018 86.810000000000016 79.730000000000018 8.5000000000000018 15.500000000000002 3.5000000000000004 9.5000000000000018 4.5000000000000009 2.5000000000000004 73.010000000000005 76.00500000000001 4.5000000000000009 37.642309100000013 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 11 9 10 -9 12 13 14 19 16 18 -17 -16 23 -10 -15 -14 -4 -13 -26 -27 28 29 -12
right_child=-2 2 7 4 -6 6 -8 8 20 -11 27 24 22 21 15 17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=7.46162905426847 -31.094363165724587 40211.696808510642 1891.2109688765916 24703.30830482575 1953.0028861747699 -42610.42829948874 -3494.5593660747068 19369.961159932838 -2905.7436955101657 -14689.792407687208 269292.30632440478 1637.3277018933795 55491.542248287718 -123545.32568750001 82830.154339373563 -37990.408599930779 -21357.909675480769 86565.854040178587 191998.54232954548 7607.8581473704753 22241.006887644347 -11227.436778846153 -28079.248406250001 -31587.694604125063 -44473.648591308593 23193.750998834978 -19535.178422359768 30685.050702582463 44351.386751994687 53393.505746459967
leaf_weight=2335229 1966665 94 270 415 3969 187 4430 424 912 106 21 2281 222 25 135 79 52 35 22 1120 388 26 25 266 140 114 278 108 94 32
leaf_count=2335229 1966665 94 270 415 3969 187 4430 424 912 106 21 2281 222 25 135 79 52 35 22 1120 388 26 25 266 140 114 278 108 94 32
internal_value=0 26.0056 2687.62 -183.156 4106.6 -4175.15 -5078.85 6326.61 13180.8 27391.7 33961.1 3518.94 10184.3 5700.76 7555.88 44346.7 68399.2 250.549 98127.6 379.892 4599.59 -66285.2 47033 -14723.3 -1876.38 -16941.7 -7108.91 58222.5 78454.2 138938
internal_weight=0 2.3515e+06 16270 9095 4384 4711 4617 7175 2085 785 679 5090 2277 2030 1979 323 209 114 157 1656 1300 51 247 536 2813 532 392 255 147 53
internal_count=4318164 2351499 16270 9095 4384 4711 4617 7175 2085 785 679 5090 2277 2030 1979 323 209 114 157 1656 1300 51 247 536 2813 532 392 255 147 53
is_linear=0
shrinkage=0.1


Tree=4332
num_leaves=31
num_cat=0
split_feature=0 0 5 6 3 5 5 5 5 5 1 0 5 3 1 1 2 4 1 3 1 3 4 1 3 3 4 3 6 5
split_gain=3.50829e+11 6.24724e+12 1.37524e+13 1.64518e+13 2.76924e+13 2.33588e+13 2.13735e+13 2.01826e+13 1.86871e+13 1.81663e+13 1.60582e+13 1.56961e+13 1.45422e+13 1.40765e+13 1.43622e+13 1.33013e+13 1.83041e+13 1.7369e+13 2.06556e+13 1.25654e+13 1.17657e+13 1.6633e+13 1.41662e+13 1.16945e+13 2.99482e+13 2.62982e+13 2.45306e+13 1.36441e+13 1.47252e+13 2.76931e+13
threshold=56.121679000000007 56.197733450000008 81.00500000000001 1.5000000000000002 10.500000000000002 85.020000000000024 128.92000000000004 93.00500000000001 94.040000000000006 104.75000000000001 47.282206100000003 56.143542450000005 70.00500000000001 6.5000000000000009 35.911716050000003 47.282206100000003 8.5000000000000018 3.5000000000000004 45.148007750000012 9.5000000000000018 47.282206100000003 6.5000000000000009 2.5000000000000004 47.208373000000009 19.500000000000004 9.5000000000000018 1.5000000000000002 11.500000000000002 1.5000000000000002 67.520000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 11 10 15 19 -6 -7 -4 13 -2 -15 17 -17 -5 -19 -9 22 -22 -10 24 27 -25 -26 28 29 -16
right_child=1 -3 3 7 9 6 -8 8 20 -11 -12 -13 -14 14 23 16 -18 18 -20 -21 21 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-16.794471963876404 -1353.348604683043 7.3613606383215462 -64063.801875000005 16580.97282236482 12021.155205230347 76674.933107947334 -25766.072656250002 -12494.745629882813 -58431.073535156254 -51766.793062500001 -6939.4210561899035 48658.568684895836 -6791.7141930337157 65530.11570945946 -23442.072634479897 25506.328224031691 129900.35339133523 29164.516431124706 -48755.772025082239 -112836.1337890625 -89449.461154513891 8838.7557291666672 2124.9688100944904 12640.951597958172 19628.997508081895 1002.831467080634 163587.66773437499 4759.1670880156362 -1400.7412283225885 70802.207747395834
leaf_weight=3205370 10954 1080420 30 763 417 197 28 24 40 50 26 21 2351 37 565 71 22 53 95 26 36 33 1129 3333 29 4651 20 3399 3941 33
leaf_count=3205370 10954 1080420 30 763 417 197 28 24 40 50 26 21 2351 37 565 71 22 53 95 26 36 33 1129 3333 29 4651 20 3399 3941 33
internal_value=0 48.376 1417.16 7795.22 20451.9 44049.7 56586 3548.73 -4736.23 5191.61 66926.2 -17648.7 751.133 1408.84 3298.97 14177.3 50201.7 10499.7 -20851.9 -64672.3 -2315.55 -42442.1 52.9058 3154.8 449.328 5861.28 78387.6 -31.7725 -3619.44 -18241.3
internal_weight=0 1.11279e+06 32374 3061 769 302 251 2292 1288 467 223 51 29313 26962 16008 1004 93 911 148 50 1238 69 1169 15971 7987 7984 49 7938 4539 598
internal_count=4318164 1112794 32374 3061 769 302 251 2292 1288 467 223 51 29313 26962 16008 1004 93 911 148 50 1238 69 1169 15971 7987 7984 49 7938 4539 598
is_linear=0
shrinkage=0.1


Tree=4333
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 5 4 2 3 5 3 4 4 5 3 0 0 5 3 6 3 0 5 0 3 1 0 2 3 0
split_gain=3.29491e+11 4.73702e+12 1.65158e+13 3.91856e+13 1.62433e+13 1.27271e+13 1.35993e+13 1.20129e+13 1.20739e+13 1.10546e+13 1.36619e+13 1.13461e+13 9.82505e+12 9.22091e+12 9.03204e+12 8.46363e+12 2.07182e+13 1.08092e+13 6.89826e+12 6.84514e+12 9.02553e+12 1.2267e+13 9.11795e+12 6.61399e+12 1.06166e+13 6.05081e+12 2.28926e+13 3.43396e+13 1.68802e+13 1.4204e+13
threshold=50.973130900000008 44.083877800000003 44.660994650000006 48.713222300000005 43.808567100000012 57.005000000000003 3.5000000000000004 7.5000000000000009 23.500000000000004 63.455000000000005 4.5000000000000009 2.5000000000000004 2.5000000000000004 50.005000000000003 5.5000000000000009 43.642715500000008 43.465905150000005 109.05000000000001 6.5000000000000009 1.5000000000000002 6.5000000000000009 43.056445700000005 75.750000000000014 44.039893800000009 2.5000000000000004 45.148007750000012 43.056445700000005 5.5000000000000009 14.500000000000002 43.642715500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 -1 -5 7 9 -9 12 -11 -12 18 -6 -8 16 19 -18 -7 20 -3 -22 -23 24 -17 26 -4 -28 29 -29
right_child=-2 2 25 5 13 6 14 8 -10 10 11 -13 -14 -15 -16 23 17 -19 -20 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=16.580296291259561 -13.602650304556576 693.87279877066612 2076.1359761894955 10110.47224670337 -2069.4008124910265 123681.80726562502 33661.142964099701 40709.571741274733 108763.74953125001 -43311.699179687508 -10601.33075957246 31672.982150065101 25949.002528394172 -16105.300798916078 -22702.439315969295 -20663.245285373265 -23278.642479967952 -89722.132101004478 51125.176876027959 -2819.5578501212408 12290.175447871768 30996.34364224138 118763.61468750001 2888.2957706956054 20819.943520926987 428.05418291674528 -5187.4510901075209 -49932.810130222366 -91971.923555424539 -6972.3946925951086
leaf_weight=787527 3475398 768 2821 1457 908 20 42 199 30 40 91 210 119 966 88 72 195 28 38 2914 261 29 20 5352 431 36438 1337 174 53 138
leaf_count=787527 3475398 768 2821 1457 908 20 42 199 30 40 91 210 119 966 88 72 195 28 38 2914 261 29 20 5352 431 36438 1337 174 53 138
internal_value=0 56.0946 967.936 4164.81 -5.54763 15839.5 25357.5 30552.3 49625 22120.6 11595.7 18892.4 42397.3 -9304.56 -4492.67 1458.87 -1958 -31621.3 76144.7 -300.951 6507.23 20909.4 66819.7 3918.67 14882 -0.156627 -3449.89 -12609.1 -39794.6 -30931.1
internal_weight=0 842766 53365 12404 789401 2334 877 747 229 518 341 301 177 1874 130 10070 4215 223 58 3992 1078 310 49 5855 503 40961 4523 1702 365 312
internal_count=4318164 842766 53365 12404 789401 2334 877 747 229 518 341 301 177 1874 130 10070 4215 223 58 3992 1078 310 49 5855 503 40961 4523 1702 365 312
is_linear=0
shrinkage=0.1


Tree=4334
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 5 1 1 3 5 4 3 3 5 3 1 5 5 5 3 3 2 5 5 5 5 2 5 4
split_gain=3.37626e+11 6.81591e+12 1.40106e+13 3.14301e+13 1.2735e+13 1.2273e+13 9.87116e+12 1.16388e+13 3.92535e+13 4.7567e+13 1.59231e+13 1.31067e+13 1.23369e+13 3.42754e+13 1.22623e+13 1.14696e+13 1.42595e+13 1.14622e+13 1.36176e+13 1.58351e+13 1.51967e+13 3.25571e+13 1.86546e+13 1.39069e+13 2.21416e+13 1.13573e+13 2.28884e+13 2.67079e+13 2.30019e+13 1.09426e+13
threshold=56.301440000000007 56.281985950000006 37.620907050000007 37.914142000000005 161.85000000000002 150.04500000000004 16.850000000000005 39.262370300000008 38.233559750000005 14.500000000000002 89.00500000000001 1.0000000180025095e-35 12.500000000000002 10.500000000000002 50.805000000000007 15.500000000000002 38.151577750000008 36.305000000000007 58.995000000000012 53.005000000000003 21.500000000000004 26.500000000000004 14.500000000000002 43.810000000000009 47.005000000000003 44.205000000000005 57.995000000000012 3.5000000000000004 51.405000000000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 10 12 15 -11 13 25 -15 -8 -17 -13 19 23 29 22 -22 -19 -25 -10 28 -28 -27 -20
right_child=-2 2 3 4 -6 -7 7 -9 9 11 -12 17 -14 14 -16 16 -18 18 20 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-5.3969937475665652 49.902894406938849 -18711.004466980074 39119.211964108079 -67428.671983271066 -55131.432539605041 71137.085113790759 -1237.1302357305365 -3139.9182875664487 35904.266117670297 -72861.160085227268 55199.655998429007 62879.863989997633 102226.83486111111 18650.973884465144 -80472.966748046878 -35041.22073606764 15335.787171874999 -23953.435520157727 71856.639783653853 -73468.963421474371 -94969.15631696429 98678.011406250007 22543.616832386368 113076.31321331521 -13963.083318014706 73072.303155517584 -17154.003124999999 110306.9941154234 201091.33275 -346.85313130040322
leaf_weight=3269724 1031809 489 188 23 45 23 1779 13002 89 22 46 33 45 26 24 224 75 106 65 39 35 20 22 23 34 32 35 31 25 31
leaf_count=3269724 1031809 489 188 23 45 23 1779 13002 89 22 46 33 45 26 24 224 75 106 65 39 35 20 22 23 34 32 35 31 25 31
internal_value=0 -15.6679 -2034.97 -1529.79 -2008.79 -1858.53 -1964.22 -1869.3 3905.12 23790 -2994.69 2323.9 53856.6 45548.8 -28928.5 -4282.92 -22404.8 6377.99 1405.83 -16229.4 21997.3 -11096.1 -49613.3 -2534.07 37298.4 63114.2 82802.6 42714 129221 48540.9
internal_weight=0 3.28636e+06 16631 16142 15954 15909 15886 15863 2861 737 2124 430 307 262 50 2078 299 408 375 202 173 77 57 163 57 212 123 66 57 96
internal_count=4318164 3286355 16631 16142 15954 15909 15886 15863 2861 737 2124 430 307 262 50 2078 299 408 375 202 173 77 57 163 57 212 123 66 57 96
is_linear=0
shrinkage=0.1


Tree=4335
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 3 5 4 2 2 5 5 2 1 1 2 5 3 1 0 2 1 0 3 0 5 3 2 5
split_gain=3.27484e+11 6.78118e+12 2.59816e+13 1.33528e+13 9.96534e+12 9.48928e+12 6.49326e+12 6.30208e+12 9.17034e+12 5.9563e+12 5.86653e+12 5.08351e+12 4.8645e+12 4.59145e+12 4.51892e+12 4.43707e+12 7.4454e+12 1.71683e+13 6.47549e+12 5.05209e+12 3.27941e+13 3.06336e+13 2.76688e+13 4.75206e+13 7.60075e+13 7.59174e+13 5.4112e+13 8.60709e+13 4.38139e+13 4.17049e+13
threshold=47.425481600000005 48.713222300000005 39.899261850000009 40.247294600000011 40.810045900000013 42.09605220000001 3.5000000000000004 177.02500000000003 3.5000000000000004 7.5000000000000009 2.5000000000000004 41.005000000000003 50.005000000000003 7.5000000000000009 33.101335500000005 47.981192400000005 9.5000000000000018 103.45000000000002 18.500000000000004 40.247294600000011 45.084117700000007 1.5000000000000002 39.969502550000009 43.642715500000008 3.5000000000000004 43.465905150000005 69.015000000000015 5.5000000000000009 6.5000000000000009 62.015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 6 10 13 12 -2 8 -7 -10 -4 -12 -6 -5 -1 19 -17 18 -18 22 21 -21 -16 24 -24 26 29 -28 -29 -26
right_child=1 -3 3 4 5 7 -8 -9 9 -11 11 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=39532.042012392245 -11495.313578778436 -3.4383176757253455 -2193.6293223659918 5480.0370812631818 -6715.5355039243341 102.66856015168642 -36826.844702441413 54092.503720238099 -8697.5844899297099 -36974.111743683512 -2695.7561847814891 -12451.932873042224 -26254.766838960193 -14746.956167181608 73.488429865448623 2382.6712536165028 1837.8890079802532 94340.18303571429 45872.560310436435 -4053.2692454378757 -6437.9511312124887 621.62915825651487 -32238.882657825307 11015.930519855558 7353.3010816174028 -55871.490810183263 121399.61008752894 -40423.290111481743 69601.729407338629 -73138.357136194041
leaf_weight=29 170 3509193 2216 3448 324 7216 250 21 359 94 789 1653 210 116 662400 3232 163 28 42 16529 8793 92230 744 5762 1640 188 108 89 61 67
leaf_count=29 170 3509193 2216 3448 324 7216 250 21 359 94 789 1653 210 116 662400 3232 163 28 42 16529 8793 92230 744 5762 1640 188 108 89 61 67
internal_value=0 -13.0525 -2013.4 -1386.18 404.987 -1509.06 -26573.6 -613.94 -763.743 -14565.1 -5919.08 -9299.75 -14399.5 4821.69 58.1031 56.6578 3627.28 20891.6 10859.6 40.9692 -563.772 -88.8536 146.904 5763.09 -4684.58 4837.2 10645.5 53330.2 4320.22 4193.99
internal_weight=0 3.52606e+06 16866 16446 11788 8224 420 7690 7669 453 4658 2442 534 3564 792105 792076 3465 233 205 788611 117552 108759 671059 8659 2897 2153 1965 258 150 1707
internal_count=4318164 3526059 16866 16446 11788 8224 420 7690 7669 453 4658 2442 534 3564 792105 792076 3465 233 205 788611 117552 108759 671059 8659 2897 2153 1965 258 150 1707
is_linear=0
shrinkage=0.1


Tree=4336
num_leaves=31
num_cat=0
split_feature=2 6 5 0 5 0 0 1 5 0 0 1 5 1 1 4 1 5 3 1 4 5 3 5 0 0 1 5 5 3
split_gain=3.96439e+11 1.03509e+13 1.35692e+13 2.05226e+13 1.62111e+13 1.49412e+13 1.3214e+13 1.69891e+13 1.63703e+13 1.23185e+13 1.57664e+13 1.09765e+13 1.01778e+13 1.40766e+13 9.69452e+12 1.23798e+13 1.11769e+13 2.04807e+13 5.63734e+13 2.52439e+13 2.48713e+13 1.92073e+13 1.62153e+13 1.55995e+13 1.26654e+13 2.1248e+13 1.65924e+13 1.0955e+13 9.37721e+12 1.08033e+13
threshold=1.5000000000000002 1.5000000000000002 63.455000000000005 59.863160500000006 104.75000000000001 59.963407450000012 55.012873400000011 30.362552800000003 86.810000000000016 45.087005000000012 54.970187400000007 83.011163250000024 59.005000000000003 82.975438000000011 34.359746700000009 1.5000000000000002 30.370618100000005 69.015000000000015 12.500000000000002 30.346469350000003 2.5000000000000004 66.040000000000006 9.5000000000000018 80.815000000000012 59.932719750000011 59.963407450000012 30.425002000000003 92.035000000000011 132.05000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 6 14 -6 8 -8 -4 -10 28 -9 -1 -14 15 -5 17 18 21 20 22 -17 -19 -22 26 -26 -18 -25 29 -11
right_child=-2 -3 3 4 5 -7 7 11 9 10 -12 -13 13 -15 -16 16 24 19 -20 -21 23 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=707.4154520993726 -11.465779814988441 -128.98046265922477 2823.2010079125221 90615.53125 134773.39467329546 29009.713625919121 -22635.71162267317 6414.7818891388843 8802.1788327561208 -14800.339646680944 3590.4390742924534 -294.99826625560644 745.58193464008127 -8354.2240526057976 -19838.327347763272 -47780.552388822114 113148.83809236226 95526.398658662685 51944.9072265625 -57649.359006911065 -23532.864875407799 -171838.7557144165 13263.830954391891 63005.905020084028 -54562.34074337122 33614.376664148491 17717.553195626399 -18428.535514322917 -57587.036302649452 6325.9302575683596
leaf_weight=69693 3777275 440331 5697 23 22 34 228 10695 485 1786 795 3158 3800 3076 73 26 38 68 40 39 91 24 37 53 33 159 35 24 46 280
leaf_count=69693 3777275 440331 5697 23 22 34 228 10695 485 1786 795 3158 3800 3076 73 26 38 68 40 39 91 24 37 53 33 159 35 24 46 280
internal_value=0 80.0708 995.48 3070.82 18628 70559.7 2520.92 4439.57 -451.526 -5951.56 -8413.05 4885.19 345.277 -3325.24 14816.5 18482.9 15995.6 5485.43 -36540.3 17608.2 28359.3 -107328 66538.6 4497.25 31939.2 18459 67394.1 37623.7 -12931.4 -11937.1
internal_weight=0 540889 100558 23989 819 56 23170 14081 9089 3392 2907 13853 76569 6876 763 690 667 402 90 312 273 50 105 168 265 192 73 77 2112 2066
internal_count=4318164 540889 100558 23989 819 56 23170 14081 9089 3392 2907 13853 76569 6876 763 690 667 402 90 312 273 50 105 168 265 192 73 77 2112 2066
is_linear=0
shrinkage=0.1


Tree=4337
num_leaves=31
num_cat=0
split_feature=5 5 1 0 2 2 1 2 1 1 1 2 1 1 3 3 0 3 1 0 3 0 0 4 2 1 6 3 3 0
split_gain=3.58506e+11 2.94349e+12 8.08969e+12 9.42409e+12 3.04253e+13 2.60649e+13 3.90653e+13 1.53998e+13 1.40672e+13 1.29904e+13 1.15302e+13 9.55663e+12 8.68369e+12 2.76488e+13 1.80289e+13 1.69275e+13 1.24186e+13 1.26969e+13 2.02175e+13 1.13821e+13 1.09141e+13 8.40804e+12 7.88351e+12 9.61032e+12 7.8429e+12 7.80087e+12 1.08926e+13 8.27682e+12 7.57392e+12 7.35806e+12
threshold=87.395000000000024 87.00500000000001 20.507360500000004 54.943649450000002 1.5000000000000002 9.5000000000000018 82.962740850000003 5.5000000000000009 82.961358250000018 30.226173900000003 82.959896850000021 7.5000000000000009 30.332994000000003 30.305955500000003 17.500000000000004 9.5000000000000018 60.029906750000002 9.5000000000000018 30.259484550000003 55.975961550000008 29.500000000000004 55.946414150000003 58.049540950000008 3.5000000000000004 2.5000000000000004 43.048525950000005 1.5000000000000002 17.500000000000004 8.5000000000000018 55.719391050000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 24 -5 -9 -8 13 16 15 -15 17 -11 -19 20 21 28 25 -24 -6 -21 -27 -28 29 -14
right_child=-2 2 3 9 5 -7 11 10 -10 12 -12 -13 19 14 -16 -17 -18 18 -20 22 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-1.2869267008511043 -118.01428133067671 -34105.308238636368 -18524.56082575642 51441.042906250004 -12757.979976523044 -2632.3733075732594 12208.402220394739 23253.99767740184 48583.125162522811 -41104.017812500002 -13327.020151330749 57212.673454607662 6973.5148772321427 -41553.177669270837 -340.12668269230772 -156976.5491898148 -20942.068410528274 -28382.671467391305 85266.958131377556 40306.735312777048 -63234.243402777778 -48619.598685825898 4480.0157794066154 -66665.683965773816 18508.985162252513 -7058.5052444556459 19207.597064079124 76277.303855846782 357.52922379532203 78863.451944986984
leaf_weight=4036531 242930 66 409 50 99 867 57 116 137 20 335 274 35 24 26 27 105 23 49 141 27 35 198 21 423 155 141 31 34788 24
leaf_count=4036531 242930 66 409 50 99 867 57 116 137 20 335 274 35 24 26 27 105 23 49 141 27 35 198 21 423 155 141 31 34788 24
internal_value=0 7.03498 874.969 934.722 6613.32 11068 19311 10319.9 20064 505.191 -3918.16 49462.7 434.191 -17300 -68110.2 -102660 2559.81 29382.6 48962.2 570.7 319.846 369.04 13317.5 -2342.17 12579 20645.4 12167.6 29493.4 418.243 36216.9
internal_weight=0 4.07523e+06 38703 38637 2717 2308 1441 1110 659 35920 451 331 35870 274 77 51 197 92 72 35596 34909 34882 687 219 522 468 327 172 34847 59
internal_count=4318164 4075234 38703 38637 2717 2308 1441 1110 659 35920 451 331 35870 274 77 51 197 92 72 35596 34909 34882 687 219 522 468 327 172 34847 59
is_linear=0
shrinkage=0.1


Tree=4338
num_leaves=31
num_cat=0
split_feature=2 6 5 0 0 5 5 1 3 3 4 0 3 0 1 5 5 0 0 0 5 1 5 1 5 1 1 3 5 1
split_gain=3.34497e+11 8.47835e+12 1.12824e+13 1.83779e+13 1.36445e+13 2.0475e+13 1.90694e+13 1.26726e+13 1.24648e+13 2.83435e+13 1.2437e+13 5.22819e+13 3.24854e+13 2.97678e+13 1.29571e+13 1.19303e+13 9.75231e+12 2.01708e+13 1.40579e+13 1.37924e+13 1.40945e+13 9.2834e+12 2.47199e+13 2.15874e+13 3.01534e+13 1.99573e+13 1.75186e+13 3.89425e+13 4.71525e+13 4.24829e+13
threshold=1.5000000000000002 1.5000000000000002 63.145000000000003 59.863160500000006 59.904813200000007 71.00500000000001 64.405000000000015 30.323743050000001 9.5000000000000018 10.500000000000002 2.5000000000000004 59.939091550000008 7.5000000000000009 59.939091550000008 30.323743050000001 69.610000000000014 85.020000000000024 54.970187400000007 59.755965500000009 50.565831500000009 132.05000000000004 36.546174950000008 50.005000000000003 30.278357500000002 112.04500000000002 30.305955500000003 37.597123000000003 5.5000000000000009 128.92000000000004 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 -5 7 -6 10 -10 12 -12 15 -14 -13 -8 -4 19 -19 -18 -21 22 -3 -24 25 -25 27 29 -29 -23
right_child=-2 21 3 4 6 -7 8 -9 9 -11 11 14 13 -15 -16 -17 17 18 -20 20 -22 26 23 24 -26 -27 -28 28 -30 -31
leaf_value=304.50320606653827 -10.532018743651358 742.5283864387502 3921.641754354514 8572.0665743095942 128438.18584515115 108630.09083533655 -47614.263344254032 19598.12923828125 -83406.077483974368 6367.3854694046786 -130851.00907389325 87313.826914062505 157997.38645290799 27520.99512867647 12715.622756723258 33378.887322443181 5713.742923945746 3155.4913620310754 -60391.619541015629 -10074.513129469304 -75926.336853397253 4242.594610740829 769.69393013607169 -24676.679114749659 21376.317407431725 -7006.5746369139524 -175.06577985249601 -759.78152244585954 -94354.033926504635 22631.426147248643
leaf_weight=76283 3777275 18899 14118 43 23 39 31 20 39 358 24 30 36 34 104 44 631 6478 35 2155 33 14020 5017 685 357 9556 373483 16880 54 1380
leaf_count=76283 3777275 18899 14118 43 23 39 31 20 39 358 24 30 36 34 104 44 631 6478 35 2155 33 14020 5017 685 357 9556 373483 16880 54 1380
internal_value=0 73.5499 902.032 2779.74 17449.2 56160.6 13176.8 77814.9 9206.22 -2451.67 24480.7 5072.25 45629.3 94623.1 29416.7 -98.2816 2263.65 -244.664 2814 -7311.38 -11067.7 -115.65 -1690.11 -4634.35 -7192.58 -8188.49 18.2551 2251.26 -1058.24 5890.42
internal_weight=0 540889 100558 24275 825 82 743 43 700 397 303 158 145 70 134 75 23450 9332 6513 2819 2188 440331 34514 15615 10598 10241 405817 32334 16934 15400
internal_count=4318164 540889 100558 24275 825 82 743 43 700 397 303 158 145 70 134 75 23450 9332 6513 2819 2188 440331 34514 15615 10598 10241 405817 32334 16934 15400
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=31
num_cat=0
split_feature=4 5 1 5 6 5 2 5 5 1 0 0 5 5 1 5 5 4 1 5 3 0 1 0 3 0 1 1 0 0
split_gain=3.43983e+11 6.6403e+12 8.96e+12 2.503e+13 2.06635e+13 1.51757e+13 2.11191e+13 3.08725e+13 1.55565e+13 1.54594e+13 1.2011e+13 1.23622e+13 2.31426e+13 1.31844e+13 2.22212e+13 1.17478e+13 1.76935e+13 1.23584e+13 1.16415e+13 1.16241e+13 1.87614e+13 1.00117e+13 2.18622e+13 2.00594e+13 8.47708e+12 1.48823e+13 1.117e+13 1.07466e+13 1.27355e+13 1.60246e+13
threshold=3.5000000000000004 76.730000000000018 30.410108300000001 73.010000000000005 1.5000000000000002 59.810000000000009 1.5000000000000002 49.505000000000003 69.015000000000015 30.259484550000003 60.017447350000005 59.904813200000007 63.455000000000005 64.405000000000015 30.102666750000001 51.015000000000008 57.995000000000012 4.5000000000000009 30.315880100000005 75.750000000000014 19.500000000000004 59.916647550000008 30.346469350000003 60.003414000000006 4.5000000000000009 54.978840000000005 114.17164950000002 65.520339550000017 55.039751500000008 55.020029900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 19 6 7 -2 10 -8 11 13 -13 -7 -15 17 -17 -11 -14 20 -5 -6 -23 -24 25 -4 27 -26 29 -29
right_child=1 -3 24 4 21 8 9 -9 -10 15 -12 12 18 14 -16 16 -18 -19 -20 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-4.8203514048529135 3271.1228136377431 -272.64369615018023 -11397.949297364816 71722.429960937501 -48850.417057627259 -3584.0285712663522 6406.4858061752457 114413.54181463069 -3539.4596932811655 -21157.735816861983 -23935.339636948531 150637.23550048828 -2986.9747242647063 143757.55082031252 16632.130437677559 -122131.14687500001 -24772.657993861609 44539.460950100809 81743.672328629036 89633.870102691653 -58220.768832031259 -38973.0652388909 102860.59633152175 -6978.7584586588537 3398.2241941725874 6297.8858255501145 26569.423182970415 -576.5061228106099 -5321.1682955903352 13438.569362083799
leaf_weight=4195778 103 90427 1214 20 194 86 276 33 231 375 34 25 34 20 44 28 56 31 31 21 25 173 23 60 19495 781 188 3658 3650 1050
leaf_count=4195778 103 90427 1214 20 194 86 276 33 231 375 34 25 34 20 44 28 56 31 31 21 25 173 23 60 19495 781 188 3658 3650 1050
internal_value=0 165.257 1404.28 -5213.14 -24052.3 1695.91 -6074.95 30239.5 15575.7 -12522.4 31691.1 39571.5 68871.4 21991.6 56358.8 -23184.4 -57225.5 -16141.4 37423 28200.6 -468.236 -31716.1 -18731.5 23458.7 1827.95 -4470.41 2276.05 2112.08 -887.847 2549.2
internal_weight=0 122386 31959 1923 516 1407 902 136 505 766 274 240 90 150 64 490 84 406 65 66 45 450 256 83 30036 1995 28041 27853 8358 4708
internal_count=4318164 122386 31959 1923 516 1407 902 136 505 766 274 240 90 150 64 490 84 406 65 66 45 450 256 83 30036 1995 28041 27853 8358 4708
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 1 0 1 5 5 0 0 0 0 0 0 0 5 5 0 5 1 1 0 1 4 0 5 0
split_gain=3.65553e+11 1.65079e+12 5.15951e+12 8.65191e+12 8.73844e+12 6.85182e+12 6.69608e+12 6.51531e+12 4.72295e+12 4.68733e+12 7.63749e+12 4.61733e+12 6.71802e+12 5.17197e+12 4.56763e+12 7.36624e+12 9.36529e+12 8.59951e+12 5.34105e+12 5.2704e+12 8.21489e+12 1.37766e+13 4.86351e+12 4.55841e+12 9.95354e+12 7.69265e+12 6.01446e+12 5.95113e+12 8.94235e+12 9.72906e+12
threshold=2.5000000000000004 41.900971000000006 43.808567100000012 56.367862600000002 43.514103700000014 52.485928400000006 43.574807850000006 53.145783300000012 50.227799100000006 107.05000000000001 98.020000000000024 45.005863250000004 44.226894250000008 47.425481600000005 56.110481950000008 56.028355650000009 55.755036050000008 55.860536450000005 65.905000000000015 69.015000000000015 44.039893800000009 77.715000000000018 43.048525950000005 39.787929450000007 57.692655200000004 39.863684800000009 6.5000000000000009 45.254062050000009 110.05000000000001 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 -3 -4 9 8 -7 10 14 12 -11 -13 15 16 19 -18 -16 -6 21 22 -21 26 25 -25 -1 28 -27 -30
right_child=-2 2 5 -5 6 7 -8 -9 -10 11 -12 13 -14 -15 18 -17 17 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=209.11307087021675 -4.7707346596152256 18111.522127433658 -3013.5190631238256 14876.556381923569 1426.5598684661143 -4832.6029908133341 -15983.625619942803 365.54081296694409 7483.3774451682812 16259.406680689104 -43993.506983081723 -33401.099088541669 86413.693843005953 33724.774723954637 -5187.9098837843221 21252.05174392174 -52170.775953389835 -4618.3115662191512 -46946.096806066176 48053.146328125003 5403.085637835411 2777.2768066406252 116956.81960565476 -10422.168579699051 -15803.445931535523 -4111.6915808825715 -47003.527980324077 1388.0505992917817 -96652.627982954553 -284.4203515625
leaf_weight=41326 4205107 315 5787 599 2674 366 224 50060 2086 39 37 24 21 22 309 203 59 107 34 20 237 44 21 860 518 1894 27 5102 22 20
leaf_count=41326 4205107 315 5787 599 2674 366 224 50060 2086 39 37 24 21 22 309 203 59 107 34 20 237 44 21 860 518 1894 27 5102 22 20
internal_value=0 177.446 516.303 3602.81 2064.55 252.171 824.108 612.061 5645.02 1801.76 1214.81 22538.9 40813.4 -1297.42 1665.91 2786.46 1600.97 -21519.5 -9327.21 2882.01 14968.6 41639.5 83345.3 -253.457 -2374.88 -1494.15 178.287 -403.205 -5123.76 -50763
internal_weight=0 113057 63288 4989 4390 58299 4075 52512 2452 3851 3745 106 60 46 3708 3365 3162 166 343 2996 322 85 41 49769 8416 7898 41353 7038 1936 42
internal_count=4318164 113057 63288 4989 4390 58299 4075 52512 2452 3851 3745 106 60 46 3708 3365 3162 166 343 2996 322 85 41 49769 8416 7898 41353 7038 1936 42
is_linear=0
shrinkage=0.1


Tree=4341
num_leaves=31
num_cat=0
split_feature=5 0 4 0 0 1 1 1 2 2 0 1 1 1 2 2 3 4 0 1 1 4 0 3 0 3 0 0 0 4
split_gain=3.45522e+11 1.69835e+12 1.50264e+12 3.51955e+12 1.45053e+13 6.66896e+12 1.86984e+13 9.41104e+12 8.52095e+12 8.75226e+12 5.43603e+12 9.5006e+12 5.84144e+12 4.48188e+12 3.98244e+12 1.06396e+13 1.46202e+13 1.3663e+13 9.08218e+12 7.77432e+12 1.45048e+13 3.32819e+13 1.11781e+13 7.38913e+12 6.74027e+12 5.5859e+12 9.04636e+12 9.42258e+12 7.93394e+12 5.23549e+12
threshold=225.45000000000002 63.563300600000012 3.5000000000000004 55.619594000000006 55.183525900000006 37.944765900000007 37.436176200000013 38.422276900000007 5.5000000000000009 2.5000000000000004 57.178027650000011 44.005491150000005 46.037218400000008 49.323301500000007 3.5000000000000004 4.5000000000000009 5.5000000000000009 4.5000000000000009 55.025681450000008 38.959914000000005 39.969502550000009 4.5000000000000009 45.055827000000008 4.5000000000000009 45.022371150000005 2.5000000000000004 43.642715500000008 52.056565900000003 45.005863250000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 14 6 8 -7 9 -5 11 -9 -13 -12 18 17 -17 -16 19 22 21 -21 -4 -19 -18 28 -27 -28 -22 -26
right_child=1 -3 3 5 -6 7 -8 10 -10 -11 13 12 -14 -15 15 16 24 23 -20 20 25 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=-0.8891197844036921 2731.5590957021573 28612.588973721591 -91878.119293478259 -27694.430507220644 73847.808181423621 63100.122247023814 -105924.93117187501 -66574.28801618304 -58637.316749999998 43603.422029622394 69.489453124999997 45238.705952380958 -9583.2799239703072 56581.548097826089 102582.01184895834 -69427.600892857154 -13288.366738281251 -14667.071936677632 -59783.769746834892 -54040.033593750006 11973.656569707962 106850.90290798611 -1613.281755514706 50552.637109375006 16685.690140029132 -51017.556406250005 57903.447460937503 -1054.6740755974265 -68168.176848958334 -31883.090690104171
leaf_weight=4313902 2018 22 23 33 27 21 25 28 25 36 36 21 261 23 24 28 140 38 28 20 21 36 34 32 295 35 28 850 30 24
leaf_count=4313902 2018 22 23 33 27 21 25 28 25 36 36 21 261 23 24 28 140 38 28 20 21 36 34 32 295 35 28 850 30 24
internal_value=0 899.947 756.155 -1037.89 1131.57 -8339.04 -29060.9 -2016.21 -8618.36 9504.45 -5722.02 -11017.1 -5500.79 22099.6 -32.9225 6669.61 724.313 37471.3 -3557.06 -2095.27 -86.8212 49389.9 -38035.9 15147.7 5003.73 -2960.98 -1161.87 825.539 -35168.6 13031.6
internal_weight=0 4262 4240 2222 1713 509 119 390 94 69 369 310 282 59 1686 581 487 94 1105 1077 1020 56 57 70 459 964 913 878 51 319
internal_count=4318164 4262 4240 2222 1713 509 119 390 94 69 369 310 282 59 1686 581 487 94 1105 1077 1020 56 57 70 459 964 913 878 51 319
is_linear=0
shrinkage=0.1


Tree=4342
num_leaves=31
num_cat=0
split_feature=0 0 5 6 3 5 5 5 5 5 1 0 5 5 5 5 6 1 1 2 3 3 1 1 5 6 1 3 5 1
split_gain=3.30285e+11 5.03237e+12 1.11241e+13 1.31519e+13 2.23145e+13 1.88808e+13 1.72674e+13 1.62619e+13 1.51507e+13 1.46868e+13 1.29777e+13 1.26852e+13 1.18861e+13 1.17478e+13 1.31051e+13 2.43844e+13 1.16384e+13 1.45457e+13 5.46534e+13 2.40474e+13 1.70633e+13 1.13942e+13 1.28156e+13 1.12444e+14 2.93689e+13 2.25595e+13 1.88268e+13 2.1306e+13 1.63048e+13 1.48249e+13
threshold=56.121679000000007 56.197733450000008 81.00500000000001 1.5000000000000002 10.500000000000002 85.020000000000024 128.92000000000004 93.00500000000001 94.040000000000006 104.75000000000001 47.282206100000003 56.143542450000005 70.00500000000001 90.015000000000015 107.05000000000001 102.01000000000001 1.5000000000000002 41.950906500000009 37.971176850000006 5.5000000000000009 9.5000000000000018 6.5000000000000009 38.233559750000005 37.971176850000006 63.455000000000005 1.5000000000000002 47.208373000000009 9.5000000000000018 60.610000000000007 37.516458750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 11 10 -5 -9 -6 13 -4 21 -7 15 -15 -14 18 -18 -20 -19 -2 23 24 28 -26 -24 -28 29 -23
right_child=1 -3 3 7 9 6 -8 8 -10 -11 -12 -13 16 14 -16 -17 17 20 19 -21 -22 22 26 -25 25 -27 27 -29 -30 -31
leaf_value=-16.29532706879359 -1214.0775060539811 10.126961391687987 -57685.436835937508 12755.43395038012 10770.295510622753 32805.416450352823 -23238.243136160716 -58189.5603671875 -2042.2354556476548 -46584.41344140625 -6327.9836914062507 43650.353831845241 -16948.361958077567 79607.711885756347 42050.822826086958 205011.68355468751 -7982.0115378836917 3760.6709814715018 59011.47971475291 191737.25816406251 -18545.671095475824 1608.1328563904333 -1988.7169051486662 197059.82157592775 121879.80614583334 28698.871409874359 11381.003316950348 905.60772462630382 -31179.269021675282 35821.640328301328
leaf_weight=3205370 10954 1080420 30 1004 417 62 28 50 1238 50 26 21 700 69 46 20 169 839 43 20 580 1051 6440 32 30 194 3333 4651 133 144
leaf_count=3205370 10954 1080420 30 1004 417 62 28 50 1238 50 26 21 700 69 46 20 169 839 43 20 580 1051 6440 32 30 194 3333 4651 133 144
internal_value=0 46.9382 1275.44 7011.77 18328.1 39511 50781.8 3214.96 -4221.87 4629.53 60075.8 -15958.9 676.429 68839.8 85388.9 107788 -6142.86 -1561.48 21652.1 101147 -5356.79 1271.05 2971.58 11509.8 7684.02 41178.5 2033.94 5278.67 2034.35 5730.93
internal_weight=0 1.11279e+06 32374 3061 769 302 251 2292 1288 467 223 51 29313 197 135 89 2351 1651 232 63 1419 26962 16008 1584 1552 224 14424 7984 1328 1195
internal_count=4318164 1112794 32374 3061 769 302 251 2292 1288 467 223 51 29313 197 135 89 2351 1651 232 63 1419 26962 16008 1584 1552 224 14424 7984 1328 1195
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=31
num_cat=0
split_feature=0 0 3 0 3 1 1 5 2 4 1 1 1 0 1 5 1 6 0 5 1 5 0 0 1 0 6 1 4 5
split_gain=3.28733e+11 3.72146e+12 2.37512e+13 2.08253e+13 1.62693e+13 2.31565e+13 3.15233e+13 1.73727e+13 2.2612e+13 1.51073e+13 1.48586e+13 3.00162e+13 2.47222e+13 3.38442e+13 4.99205e+13 2.43224e+13 2.34727e+13 2.31069e+13 2.45547e+13 2.087e+13 1.89766e+13 1.8639e+13 5.99199e+13 1.85796e+13 1.81877e+13 1.71933e+13 1.64076e+13 1.6228e+13 1.61783e+13 2.4415e+13
threshold=54.762542150000009 53.973051950000006 5.5000000000000009 54.194619400000008 9.5000000000000018 45.148007750000012 37.692869000000009 64.805000000000021 4.5000000000000009 3.5000000000000004 45.148007750000012 36.761894450000007 48.712293450000011 54.194619400000008 47.981192400000005 64.020000000000024 44.660994650000006 1.5000000000000002 54.194619400000008 83.010000000000005 86.192907650000009 90.015000000000015 54.484631300000011 54.194619400000008 52.395917250000004 54.194619400000008 1.5000000000000002 46.037218400000008 3.5000000000000004 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 6 7 -4 -9 -8 11 23 13 15 19 27 21 -14 20 -15 -19 -13 -23 -3 -20 -18 -16 -12 -25 -30
right_child=-2 2 3 -5 -6 -7 9 8 -10 -11 12 16 17 14 26 -17 25 18 24 -21 -22 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-11.833404250915414 -17.707258373546185 -66507.032455221037 251.25277260769619 1098.218400893398 10464.271484095148 6223.4945226093841 -25359.344525003333 122826.23900862069 -4343.1085431134261 -106703.08421223958 11168.271926708467 -16758.784945345258 -17395.473451793947 -12792.570793204839 49759.872487153945 37701.94557378938 -9013.2791574903295 -6265.0698630443021 -17840.490858503406 -100108.51861049107 -31047.364638517131 -44531.792200520838 178925.77815429689 2387.0226611452335 1092.6821099029328 3739.967528049061 10870.237537248273 -60546.504498291019 -30801.073740294742 11825.082863849766
leaf_weight=1143357 3058474 41 267 66159 4501 2277 469 29 27 24 2261 2741 854 1224 149 373 2656 2478 521 28 353 30 20 6683 19404 1756 399 32 364 213
leaf_count=1143357 3058474 41 267 66159 4501 2277 469 29 27 24 2261 2741 854 1224 149 373 2656 2478 521 28 353 30 20 6683 19404 1756 399 32 364 213
internal_value=0 42.9925 581.838 1667.53 6627.33 1043.73 -13410.1 10872.4 61512.4 -29319.3 -1298.68 -3897.71 43.9632 6866.79 -3727.61 14019.8 -8477.74 -1246.62 -640.581 -14745.3 -9355.2 -15655.1 44851.2 620.851 597.616 -3937.42 21444.2 10167.5 999.948 -15065.6
internal_weight=0 1.25969e+06 116333 73753 7594 3093 816 323 56 493 42580 14504 28076 4466 1800 2666 7203 23610 22756 1252 2831 2791 50 7301 19925 4412 548 2293 7260 577
internal_count=4318164 1259690 116333 73753 7594 3093 816 323 56 493 42580 14504 28076 4466 1800 2666 7203 23610 22756 1252 2831 2791 50 7301 19925 4412 548 2293 7260 577
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 0 0 5 0 0 0 5 5 5 0 5 1 3 0 1 5 1 2 6 1 1 0 0 1 1
split_gain=3.83135e+11 4.4245e+12 8.57407e+12 7.19108e+12 6.28482e+12 8.66686e+12 1.16717e+13 8.1307e+12 8.08447e+12 6.35439e+12 3.17041e+13 4.92603e+13 2.45558e+13 2.30628e+13 1.69698e+13 1.47466e+13 1.48365e+13 2.02767e+13 2.18106e+13 7.09004e+13 2.11644e+13 4.27601e+13 4.03619e+13 1.98318e+13 3.75534e+13 9.09795e+13 7.51184e+13 4.63316e+13 1.07452e+14 6.60372e+13
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 57.814144100000007 27.010000000000002 55.299834250000011 59.916647550000008 16.850000000000005 44.678200800000006 55.820531900000013 55.834684950000003 73.010000000000005 64.805000000000021 56.505000000000003 55.160271200000004 35.985000000000007 36.761894450000007 2.5000000000000004 55.745923000000012 37.615058950000012 45.305000000000007 37.944765900000007 1.5000000000000002 1.5000000000000002 37.39371280000001 37.342273500000012 55.727011600000004 55.795550600000006 37.855187800000003 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 -7 -1 14 11 12 13 -11 -6 -16 -17 18 -18 -20 21 -21 -22 -19 25 26 -25 -26 29 -29
right_child=-2 -3 3 -5 9 6 -8 -9 -10 10 -12 -13 -14 -15 15 16 17 23 19 20 22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=-41978.523296440981 -7.2913236232011016 300.196226326182 -7837.3657131723994 -64248.877955163051 -1616.3534676065892 768.65054581925688 4241.884273298605 -23000.468604895512 7032.2808531652336 -5803.8485347656251 -1201.0894616477415 -131962.60592881945 78705.407161458337 -85051.357951472353 -4817.9781066962096 -5314.6313048691482 3004.151883063259 -1863.4196360818032 -148603.68324032737 -152509.80234374999 -37563.760873724495 42497.343110795453 92146.568209773934 2052.9028803177002 11704.423000785378 107768.66781759824 69461.830165318082 -59252.387202380953 20752.174718191964 -313151.79999999999
leaf_weight=36 4074053 207611 1291 23 10439 185 341 648 517 125 15289 45 24 52 1355 879 996 817 42 23 49 22 47 631 2153 136 224 21 70 20
leaf_count=36 4074053 207611 1291 23 10439 185 341 648 517 125 15289 45 24 52 1355 879 996 817 42 23 49 22 47 631 2153 136 224 21 70 20
internal_value=0 121.687 -893.666 -8824.78 -597.483 -6480.11 -11342.1 -17721.6 3841.7 -293.848 -1774.12 -37388.4 -16215 -29085.6 989.128 4622.88 6709.72 8722.56 -2825.9 -34556.7 -585.245 -57173 25940.3 12066.3 15562.6 31797.5 19713.3 8456.25 -54546.7 -183106
internal_weight=0 244111 36500 1314 35186 1727 1174 833 553 33459 15535 246 201 177 17924 7485 6130 5251 1179 183 141 45 96 4072 3255 991 855 2264 111 41
internal_count=4318164 244111 36500 1314 35186 1727 1174 833 553 33459 15535 246 201 177 17924 7485 6130 5251 1179 183 141 45 96 4072 3255 991 855 2264 111 41
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=31
num_cat=0
split_feature=3 0 0 1 1 5 5 5 1 1 1 0 0 1 5 1 1 2 1 1 4 2 0 6 5 5 5 1 1 1
split_gain=3.67844e+11 1.7003e+12 5.07618e+12 1.40972e+13 8.65754e+12 7.35204e+12 5.84168e+12 5.11607e+12 8.47276e+12 6.04512e+12 6.40392e+12 9.0356e+12 6.16109e+12 1.10463e+13 5.86959e+12 4.38164e+12 4.2466e+12 4.14315e+12 3.97663e+12 5.60579e+12 5.25228e+12 3.67328e+12 4.85218e+12 3.63517e+12 5.66043e+12 1.1336e+13 4.72424e+12 4.12411e+12 6.61007e+12 1.22048e+13
threshold=2.5000000000000004 55.212972300000011 54.99493995000001 39.110397700000007 47.554129950000011 64.405000000000015 57.005000000000003 110.05000000000001 61.365473900000005 55.957851400000003 83.011163250000024 55.193434200000006 55.07108800000001 83.093115700000013 142.05000000000004 37.914142000000005 78.608766650000021 2.5000000000000004 59.76223980000001 60.837513500000007 1.5000000000000002 1.5000000000000002 55.099723300000008 1.5000000000000002 79.730000000000018 78.010000000000005 76.00500000000001 82.975438000000011 82.926290250000008 82.907204800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 9 14 -6 11 18 13 -12 -9 -8 -13 -3 -11 20 -20 -17 -23 -21 25 26 27 28 29 -25
right_child=-2 17 3 4 7 -7 15 8 -10 10 12 16 -14 -15 -16 21 -18 -19 19 23 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=177.48008178137707 -4.7856657603540809 616.41483075975157 5583.8847563630916 -15974.736828993055 10118.778882344151 -69471.889381566536 -4330.0169542100693 -31851.889819335938 57973.280512152778 -19064.590991483721 512.37792842847887 9596.6768512228264 6988.9514897700983 -46618.727307128909 36187.007217261904 16745.666330111228 -22462.188408371498 38425.91400862069 49674.868752872251 32785.229116586539 5024.0089650276386 30994.327178819443 85940.984500000006 -2108.8603908355467 -26521.934142224545 67458.065336470172 -44050.640309244794 -10032.096388468659 5878.6596844051892 -20943.953886742984
leaf_weight=58265 4205107 46719 694 225 307 29 36 32 36 179 223 46 834 64 21 59 406 29 34 26 117 45 25 2351 116 22 30 961 723 403
leaf_count=58265 4205107 46719 694 225 307 29 36 32 36 179 223 46 834 64 21 59 406 29 34 26 117 45 25 2351 116 22 30 961 723 403
internal_value=0 178.001 -147.618 -2502.4 -3949.88 -22082.7 9604.89 -3285.37 20536 -3595.23 -4239.49 -5663.93 2640.01 -9997.69 -4893.08 26517.5 -19199.6 639.87 -4430.93 -3883.28 15077.8 35126.1 50618.1 -4501.4 -4711.88 -4148.41 -4500.99 -4233.65 -2631.02 -4865.05
internal_weight=0 113057 66309 8044 7185 254 859 6931 89 6842 6535 5414 1121 287 53 165 452 46748 4962 4783 151 129 70 4632 4606 4490 4468 4438 3477 2754
internal_count=4318164 113057 66309 8044 7185 254 859 6931 89 6842 6535 5414 1121 287 53 165 452 46748 4962 4783 151 129 70 4632 4606 4490 4468 4438 3477 2754
is_linear=0
shrinkage=0.1


Tree=4346
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 4 3 6 5 0 6 2 3 2 0 2 0 0 1 5 6 2 2 0 1 0 1 0 0 1
split_gain=3.46365e+11 3.46454e+12 4.60815e+12 8.80823e+12 7.31765e+12 1.40145e+13 8.71921e+12 8.40199e+12 1.48966e+13 1.62036e+13 7.10892e+12 1.16165e+13 1.01016e+13 6.68044e+12 5.54873e+12 9.25215e+12 5.50248e+12 5.31434e+12 4.50368e+12 4.40669e+12 4.90464e+12 4.92305e+12 4.79168e+12 1.30413e+13 4.81453e+12 4.39097e+12 4.19876e+12 4.03766e+12 3.8677e+12 3.67235e+12
threshold=33.57500000000001 33.005000000000003 37.889331900000009 37.475443250000005 55.708120100000009 1.5000000000000002 18.500000000000004 1.5000000000000002 33.395000000000003 55.812836050000008 1.5000000000000002 2.5000000000000004 14.500000000000002 9.5000000000000018 55.899899800000007 8.5000000000000018 55.734663800000007 55.91302515000001 37.620907050000007 33.395000000000003 1.5000000000000002 7.5000000000000009 5.5000000000000009 55.645049100000001 37.559851850000008 55.535913550000011 37.692869000000009 55.751981950000008 55.812836050000008 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 19 6 10 8 18 -10 11 12 -6 -9 15 -13 -12 -16 -8 20 21 25 23 -21 -24 -5 -26 -18 -20 -29
right_child=-2 2 -4 4 5 -7 7 13 9 -11 16 14 -14 -15 17 -17 27 -19 28 22 -22 -23 24 -25 26 -27 -28 29 -30 -31
leaf_value=26.999850265365492 -11.475404816974342 1372.2601781002904 2527.4699146659932 -15786.124060837768 3590.7562127976194 -92046.871812855126 -79714.317473958334 -87284.296223958343 71878.525242456904 -17398.076881318935 -54552.759947916667 -57899.6384662829 98560.598583984378 -16313.608407738095 26076.648620450953 17101.511839978451 23928.145458984378 -16111.668617757163 3313.4731640625005 8337.8708801269531 3867.7027300194395 -4874.7362376728997 -41669.033311631945 84377.426848234958 32482.707752403847 -61500.087726151316 -5404.9349509214744 10348.906482599432 -53848.936045258626 -17931.804386495685
leaf_weight=589872 3709212 4953 12471 47 21 22 30 36 29 68 30 38 24 21 79 29 32 48 20 137 213 122 27 27 39 38 117 55 29 278
leaf_count=589872 3709212 4953 12471 47 21 22 30 36 29 68 30 38 24 21 79 29 32 48 20 137 213 122 27 27 39 38 117 55 29 278
internal_value=0 69.8983 1396.13 -738.663 -7052.31 -13226.8 -11226.8 -27769.1 -16962.3 9292.87 -5147.35 8465.74 54241.3 -61137.2 -2152.31 -25436.5 -13384.1 10131.5 -49199.7 104.322 -6785.35 -17747.2 8443.41 20856.6 -2680.96 -36223 4066.98 -10000.4 -30517.3 -13260.8
internal_weight=0 608952 19080 6609 1656 889 867 233 176 97 634 239 45 57 194 67 395 127 79 767 420 207 347 164 183 85 156 365 49 333
internal_count=4318164 608952 19080 6609 1656 889 867 233 176 97 634 239 45 57 194 67 395 127 79 767 420 207 347 164 183 85 156 365 49 333
is_linear=0
shrinkage=0.1


Tree=4347
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 3 1 3 5 1 1 5 1 3 3 5 3 5 5 3 5 3 3 3 1 5 5 2 1 5
split_gain=3.32115e+11 5.5617e+12 2.18935e+13 1.10057e+13 6.88955e+12 8.64988e+12 8.27823e+12 1.12036e+13 7.59745e+12 7.51746e+12 1.05242e+13 6.9087e+12 6.31301e+12 3.153e+13 7.63502e+12 7.08622e+12 5.55392e+12 5.34587e+12 4.97953e+12 4.72022e+12 4.64866e+12 4.19105e+12 4.07723e+12 7.14219e+12 5.10983e+12 6.93659e+12 4.47665e+12 4.0365e+12 3.99009e+12 3.81839e+12
threshold=47.425481600000005 48.713222300000005 39.969502550000009 48.035000000000004 40.247294600000011 7.5000000000000009 44.005491150000005 10.500000000000002 79.730000000000018 40.810045900000013 42.09605220000001 48.945000000000007 44.083877800000003 4.5000000000000009 3.5000000000000004 100.05000000000001 2.5000000000000004 89.00500000000001 41.365000000000002 2.5000000000000004 67.990000000000023 3.5000000000000004 2.5000000000000004 3.5000000000000004 44.083877800000003 56.835000000000008 59.810000000000009 2.5000000000000004 42.09605220000001 64.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 21 8 7 11 9 -6 18 -7 14 -14 28 -15 -5 -16 -11 -20 -9 -4 24 26 -12 -26 -24 -19 -10 -23
right_child=1 -3 4 16 5 6 -8 20 12 10 22 -13 13 15 17 -17 -18 27 19 -21 -22 29 23 -25 25 -27 -28 -29 -30 -31
leaf_value=58.512394297367727 -6819.5852459150965 -4.4375500947711135 1075.566849883822 -1126.9816216362849 5577.7261351774614 1453.669797953944 1408.4343286894255 -22114.83694276552 15979.033753551135 -1331.7414042704816 7975.363234769382 -9257.851403465751 -34677.598597547745 57551.537530838817 17623.632658140119 128866.3771040483 -31251.778699568207 -52089.943966238847 -7605.5366770618366 -34586.11493468142 -66806.49517728365 -5269.7579604856892 11460.166796785681 132.36566438174691 -12309.428593249198 -70332.37248883929 45677.861305529012 -5588.1940534319201 63756.969019396558 -18009.269677734377
leaf_weight=792105 658 3509193 1011 72 3034 1085 2545 222 44 148 65 1353 36 38 62 22 408 28 106 167 26 2671 205 2364 78 28 47 56 29 258
leaf_count=792105 658 3509193 1011 72 3034 1085 2545 222 44 148 65 1353 36 38 62 22 408 28 106 167 26 2671 205 2364 78 28 47 56 29 258
internal_value=0 -13.1444 -1824.72 -15218.9 -855.581 354.423 -2678.39 -6550.67 2773.92 2009.25 -1365.68 -4490.83 17926.5 39308.6 8553.6 83700.3 -26733.1 -4649.26 -16102.5 -24110.1 -26800.3 -4475.77 860.446 1838.34 -14099.7 -27636.2 17842 -21088.8 34959.3 -6391.91
internal_weight=0 3.52606e+06 16866 1138 15728 11788 5231 2686 6557 6242 3208 2438 315 96 219 60 480 146 421 273 248 3940 2787 2616 171 106 252 84 73 2929
internal_count=4318164 3526059 16866 1138 15728 11788 5231 2686 6557 6242 3208 2438 315 96 219 60 480 146 421 273 248 3940 2787 2616 171 106 252 84 73 2929
is_linear=0
shrinkage=0.1


Tree=4348
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 3 3 5 2 2 4 3 5 0 4 5 0 5 3 2 5 5 5 2 2 3 6 5 4 3
split_gain=3.37321e+11 2.90857e+12 4.37188e+13 4.17999e+13 2.46415e+13 1.71203e+13 8.20792e+12 1.27614e+13 3.70328e+13 1.13524e+13 7.74568e+12 7.31165e+12 1.83854e+13 6.49854e+12 6.29964e+12 2.10721e+13 1.83151e+13 3.90386e+13 1.40166e+13 3.7628e+13 2.62736e+13 2.25332e+13 1.69999e+13 1.31341e+13 2.21365e+13 2.01771e+13 3.04756e+13 2.10089e+13 4.47376e+13 4.11336e+13
threshold=56.635684300000008 34.359746700000009 54.978840000000005 56.24640500000001 5.5000000000000009 7.5000000000000009 18.500000000000004 70.50500000000001 7.5000000000000009 7.5000000000000009 2.5000000000000004 17.500000000000004 65.50500000000001 44.732363600000006 2.5000000000000004 83.010000000000005 54.947737500000009 100.05000000000001 3.5000000000000004 2.5000000000000004 73.405000000000015 71.00500000000001 55.405000000000008 3.5000000000000004 5.5000000000000009 8.5000000000000018 1.5000000000000002 132.05000000000004 4.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 11 8 -8 -9 -6 14 -13 -10 -1 18 23 -18 19 20 21 -16 -20 -17 25 27 -27 -25 29 -29
right_child=-2 -3 3 4 10 -7 7 9 13 -11 -12 12 -14 -15 15 16 17 -19 22 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=394.77276252822776 52.567852037409104 -4.5909713994836236 -45337.258232608925 -1115.8003179988759 -49774.820694099202 -127828.14229910714 -24302.261762152779 46679.485326086957 149423.32853260869 -41097.040529725607 302.84389391447365 -4194.8785533277296 -105786.72798913045 71482.840624999997 4932.9068256035061 6194.3224974360974 119793.5121875 -11070.637087264151 21300.063317558095 105822.06950749579 -50497.129007614712 104224.73080679087 -12575.002913928729 -12260.721857301229 4740.6021852495778 1898.3289749313187 -50852.870348721597 -14035.9852734375 -37917.414889705884 90311.08494944853
leaf_weight=30214 951662 3325906 248 748 165 28 36 23 23 41 38 79 23 20 189 2292 40 53 156 37 79 26 2942 858 1534 182 275 60 85 102
leaf_count=30214 951662 3325906 248 748 165 28 36 23 23 41 38 79 23 20 189 2292 40 53 156 37 79 26 2942 858 1534 182 275 60 85 102
internal_value=0 -14.8602 -856.185 -19444.8 -9501.53 -53705.9 -276.839 23637.5 50525.5 -9552.35 -40400.7 -364.02 -27102.8 113172 -294.309 -2631 1215.53 45215 -8779.39 10780.4 -1180.65 16940.3 -10869.2 456.073 -3792.01 -12171.7 -29844.7 -4862.54 20836.4 51664
internal_weight=0 3.3665e+06 40596 1227 951 276 39369 143 79 64 203 39226 102 43 39124 8910 5481 93 3429 331 294 215 3098 5388 3096 1562 457 1105 247 162
internal_count=4318164 3366502 40596 1227 951 276 39369 143 79 64 203 39226 102 43 39124 8910 5481 93 3429 331 294 215 3098 5388 3096 1562 457 1105 247 162
is_linear=0
shrinkage=0.1


Tree=4349
num_leaves=31
num_cat=0
split_feature=4 5 1 2 1 0 0 0 3 5 5 5 0 0 5 1 1 1 5 2 1 1 0 5 3 5 1 0 5 5
split_gain=3.41553e+11 1.86257e+12 9.91824e+12 1.57193e+13 1.61085e+13 1.36852e+13 1.26268e+13 1.19028e+13 1.13286e+13 1.72357e+13 8.78309e+12 8.55874e+12 3.25264e+13 5.77343e+12 6.18361e+12 3.83908e+12 6.13684e+12 3.3159e+12 3.12015e+12 2.22121e+12 7.34352e+12 1.40564e+13 1.80598e+13 1.10033e+13 8.20046e+12 8.53491e+12 5.07968e+12 1.83967e+13 4.9827e+12 1.02482e+13
threshold=4.5000000000000009 56.835000000000008 43.048525950000005 2.5000000000000004 37.998366300000008 47.155083450000006 57.814144100000007 56.852744000000008 6.5000000000000009 38.905000000000008 31.795000000000005 24.010000000000002 55.628356700000005 55.388132500000005 43.810000000000009 30.425002000000003 37.66934650000001 39.666208800000007 59.810000000000009 1.5000000000000002 60.601268000000012 82.991167100000027 55.025681450000008 94.040000000000006 6.5000000000000009 103.45000000000002 86.067573200000012 54.811549550000009 125.85000000000001 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 11 9 -7 -10 12 -4 14 -13 -12 -17 -6 -3 20 -20 22 -22 -23 -24 -26 27 -25 -21 -30
right_child=1 18 6 5 17 8 -8 -9 10 -11 15 13 -14 -15 -16 16 -18 -19 19 28 21 23 24 26 25 -27 -28 -29 29 -31
leaf_value=-1.625221074169003 -122210.9611328125 30111.250545925566 120079.74488002232 -53078.79796407948 7550.4378662109375 111950.21657608697 83133.12834821429 -58991.787454659599 -65000.21875 -9191.49755859375 -28246.957312500002 -48646.812320523655 -32344.512165178574 24301.817999041523 3332.4773242187498 53487.172007533482 -7553.3072277832034 -49343.789843750004 215.12141650748936 -2374.4157565083451 85413.091187021695 47779.354254645274 -10230.736210654439 25822.836106770832 56240.985027901785 5291.2938508064517 -495.9785811844406 -77769.672421875002 10991.126496186129 217.84584635699144
leaf_weight=4303792 26 36 28 46 20 23 21 28 22 24 25 37 28 54 60 28 40 21 1499 4792 49 37 69 30 70 62 143 40 1036 5978
leaf_count=4303792 26 36 28 46 20 23 21 28 22 24 25 37 28 54 60 28 40 21 1499 4792 49 37 69 30 70 62 143 40 1036 5978
internal_value=0 486.684 -5325.43 -18511.8 -60637.3 -4942.48 8839.56 2200.56 8725.86 50090.6 -8179.74 10477.8 43867.6 -1905.2 -16494.7 5261.66 17581 -21590.5 709.661 632.989 3715.62 14210.1 30977 -2556.76 17706.5 32310.1 -11300.6 -33372.9 111.036 1809.11
internal_weight=0 14372 531 275 67 208 256 235 162 47 115 207 56 151 97 93 68 41 13841 13805 1999 500 250 250 201 132 213 70 11806 7014
internal_count=4318164 14372 531 275 67 208 256 235 162 47 115 207 56 151 97 93 68 41 13841 13805 1999 500 250 250 201 132 213 70 11806 7014
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=31
num_cat=0
split_feature=1 1 3 5 4 3 0 0 6 3 5 2 0 2 2 2 5 3 0 2 5 4 5 5 3 5 3 3 5 4
split_gain=3.25809e+11 3.56011e+12 1.57753e+13 1.65276e+13 2.03335e+13 3.55084e+13 1.90149e+13 9.44448e+12 9.38826e+12 8.62806e+12 8.56527e+12 1.16866e+13 9.59569e+12 1.59378e+13 1.17576e+13 2.04672e+13 1.00277e+13 7.64504e+12 1.16268e+13 2.06575e+13 1.10687e+13 1.30005e+13 1.36853e+13 1.34275e+13 1.20843e+13 1.08087e+13 1.04929e+13 1.24124e+13 1.17903e+13 1.12939e+13
threshold=61.284352600000013 61.365473900000005 5.5000000000000009 95.020000000000024 3.5000000000000004 2.5000000000000004 55.173809400000003 55.110554300000004 1.5000000000000002 4.5000000000000009 120.05000000000001 2.5000000000000004 55.160271200000004 8.5000000000000018 12.500000000000002 6.5000000000000009 142.05000000000004 16.500000000000004 55.173809400000003 13.500000000000002 110.05000000000001 3.5000000000000004 73.405000000000015 101.05000000000001 6.5000000000000009 73.010000000000005 15.500000000000002 14.500000000000002 70.50500000000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -7 -4 9 -2 17 -12 13 -13 15 16 -14 18 19 -9 21 22 26 25 -24 -23 27 29 -28 -20
right_child=1 -3 7 4 -6 6 -8 10 -10 -11 11 12 14 -15 -16 -17 -18 -19 20 -21 -22 23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-18.044722019376376 3691.2845845098086 15.077782496289846 -16428.004006698477 -12099.069348958335 -18144.51793077257 201056.37875000003 72409.510698784725 4706.2138078470198 6031.7945413059779 -40636.84228515625 68075.722717927638 112113.85166903409 -740.17861111111119 11662.574070957729 -50625.113832131414 46488.03052552689 -67499.197708333333 -3956.7269981496474 -1145.7051290717013 51701.161228815719 -30202.148086898054 77914.579755434781 23690.638474754054 76202.62163825758 -10808.185002810551 8011.4233883973229 9261.2127612654822 -40187.588392857142 74217.702101293107 5910.6018851932622
leaf_weight=3016415 92 1268593 341 30 36 20 27 3643 5023 84 38 22 90 56 39 86 30 3944 13291 96 122 23 108 33 1696 578 767 77 29 2735
leaf_count=3016415 92 1268593 341 30 36 20 27 3643 5023 84 38 22 90 56 39 86 30 3944 13291 96 122 23 108 33 1696 578 767 77 29 2735
internal_value=0 41.8133 1064.75 6058.7 43893.9 72898.9 127153 112.016 5236.35 -17465.3 317.09 15619.1 9447.7 39995 -277.554 9254.27 -17429.9 113.567 805.577 5912.82 -175.769 13.6722 -463.719 14096.7 -8742.85 10686.6 420.093 -133.92 11627.7 58.5255
internal_weight=0 1.30175e+06 33156 5312 113 77 47 27844 5199 176 27503 361 323 78 245 206 120 27142 23198 3739 19459 19337 18703 634 1804 601 16899 16103 796 16026
internal_count=4318164 1301749 33156 5312 113 77 47 27844 5199 176 27503 361 323 78 245 206 120 27142 23198 3739 19459 19337 18703 634 1804 601 16899 16103 796 16026
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=31
num_cat=0
split_feature=0 1 0 3 2 5 2 4 5 3 3 4 5 5 1 5 4 3 3 5 5 2 2 3 3 5 3 5 3 5
split_gain=3.35946e+11 4.14275e+12 8.988e+12 1.81143e+13 8.05415e+12 1.50033e+13 8.33702e+12 9.44526e+12 1.58714e+13 1.82135e+13 3.42364e+13 1.10473e+13 1.39723e+13 1.8375e+13 1.64341e+13 1.50604e+13 1.80346e+13 2.20374e+13 3.30286e+13 1.92006e+13 2.21821e+13 1.93115e+13 1.85404e+13 1.28278e+13 1.79764e+13 1.16668e+13 1.19217e+13 1.06505e+13 1.99502e+13 2.44193e+13
threshold=50.973130900000008 36.761894450000007 50.565831500000009 9.5000000000000018 17.500000000000004 61.845000000000006 7.5000000000000009 4.5000000000000009 125.85000000000001 14.500000000000002 10.500000000000002 2.5000000000000004 76.00500000000001 72.705000000000013 36.546174950000008 107.05000000000001 3.5000000000000004 10.500000000000002 12.500000000000002 104.75000000000001 101.05000000000001 9.5000000000000018 9.5000000000000018 14.500000000000002 12.500000000000002 120.05000000000001 16.500000000000004 71.715000000000018 11.500000000000002 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 -1 8 11 10 -10 27 13 -13 -14 16 17 -16 -19 20 21 -20 -18 24 -17 -25 -27 -8 29 -29
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 -12 12 14 -15 15 23 22 18 19 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=2122.5815001019123 -13.735251366117154 25.411792390313011 -16741.929789924132 14990.471936087322 -5119.917717633929 108282.06812499999 -1004.3144878785035 -49510.750971798785 73615.245079787244 75324.740523856031 -34962.483146587176 -8458.8903061643086 -35020.357483390748 -37965.810727887838 -12533.133008415316 7923.5165838068178 13248.018467092803 101612.938230548 67262.587997395836 100024.98091517857 -56181.456171875005 9485.7613915726142 -34836.749893579727 26101.231599101615 -64054.480492125163 5461.3599473110471 -78385.272767857154 86868.149620225711 2501.0856704303533 3922.082388392857
leaf_weight=22476 3475398 811232 778 234 28 20 4711 41 47 56 76 857 127 280 162 55 165 57 75 28 40 253 156 94 94 43 28 72 411 70
leaf_count=22476 3475398 811232 778 234 28 20 4711 41 47 56 76 857 127 280 162 55 165 57 75 28 40 253 156 94 94 43 28 72 411 70
internal_value=0 56.6414 13.6627 -9404.6 1200.38 42130.9 1135.91 -1636.83 -1390.15 28050 6526.57 -2067.68 -7521.1 -15725.3 -746.807 2735.39 9092.94 19121.3 30441.4 20197.1 14123.2 22696.9 -10120.3 -16215.8 -37485.4 2991.31 -27604.9 536.792 13665.5 45979.2
internal_weight=0 842766 812244 1012 30522 48 30474 7998 7957 179 123 7778 2514 1137 1377 1250 936 615 453 396 368 328 321 314 149 165 71 5264 553 142
internal_count=4318164 842766 812244 1012 30522 48 30474 7998 7957 179 123 7778 2514 1137 1377 1250 936 615 453 396 368 328 321 314 149 165 71 5264 553 142
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=31
num_cat=0
split_feature=1 3 6 5 5 1 5 5 2 1 3 2 6 1 5 1 5 3 0 0 3 3 5 3 2 1 0 3 3 5
split_gain=3.35348e+11 1.50102e+12 6.43899e+12 7.20186e+12 1.02025e+13 7.80527e+12 6.09264e+12 6.21789e+12 1.40772e+13 1.87401e+13 2.66164e+13 1.01827e+13 6.02249e+12 1.22492e+13 1.26779e+13 1.23705e+13 1.1561e+13 9.65509e+12 1.13827e+13 1.27034e+13 1.12887e+13 1.61818e+13 1.02598e+13 1.02119e+13 1.01132e+13 8.93146e+12 8.62105e+12 1.26145e+13 8.51878e+12 1.25337e+13
threshold=86.067573200000012 9.5000000000000018 1.5000000000000002 39.805000000000007 34.305000000000007 86.192907650000009 225.45000000000002 150.04500000000004 7.5000000000000009 92.896330950000007 12.500000000000002 3.5000000000000004 1.5000000000000002 92.896330950000007 109.05000000000001 92.815157350000007 64.020000000000024 15.500000000000002 56.093493200000005 55.993277250000013 10.500000000000002 14.500000000000002 56.205000000000005 13.500000000000002 13.500000000000002 113.46563545000002 56.028355650000009 13.500000000000002 11.500000000000002 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 12 11 -10 -11 -9 13 14 15 16 -3 18 19 20 25 -22 -21 -24 -23 -15 27 -18 29 -17
right_child=1 6 -4 5 -6 -7 -8 8 9 10 -12 -13 -14 17 -16 28 26 -19 -20 22 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.6465048132063131 -6056.2575344130055 3868.0186805353392 499.52841043250675 -35154.857355026972 10328.611378247158 -4373.8706016254782 -43936.543500518805 13500.995720880683 -48906.497395833336 129572.12968750001 -18394.632434475807 105151.95379050926 -1149.0423024346123 35669.282175298838 56406.55377775494 -12502.960659552478 -22580.654456350345 1759.234355195033 -49.398181557316349 8733.7188031922979 -8107.0972754845252 18501.728220175148 15339.127068026106 51513.812561928353 92116.495925071024 4769.8169827450029 -21398.102544590212 5519.0250213929248 -4548.9118117356566 -71965.397612847228
leaf_weight=4147874 688 4495 113305 84 849 4272 32 22 45 20 31 27 32994 208 38 167 218 5675 844 193 520 123 126 205 22 170 318 598 3956 45
leaf_count=4147874 688 4495 113305 84 849 4272 32 22 45 20 31 27 32994 208 38 167 218 5675 844 193 520 123 126 205 22 170 318 598 3956 45
internal_value=0 137.536 331.911 -2890.87 2994.33 -4967.44 -315.943 -288.606 20389.9 -1870.66 39631.5 64002.5 -347.496 1128.22 -1242.35 -1465.96 1591.75 4011.54 9313 14355.7 7973.79 130.203 27058.5 37743.4 29670.9 21772.7 -7431.04 -1988 -5595.47 -25124.7
internal_weight=0 170290 119198 5893 1537 4356 51092 51060 145 96 51 49 50915 17921 9835 9797 5629 8086 2411 1567 1043 665 524 331 145 378 1134 816 4168 212
internal_count=4318164 170290 119198 5893 1537 4356 51092 51060 145 96 51 49 50915 17921 9835 9797 5629 8086 2411 1567 1043 665 524 331 145 378 1134 816 4168 212
is_linear=0
shrinkage=0.1


Tree=4353
num_leaves=31
num_cat=0
split_feature=5 5 0 1 1 3 1 4 3 1 1 0 0 0 4 3 0 0 2 1 3 1 1 1 3 2 3 0 6 5
split_gain=3.18725e+11 4.07612e+12 7.73265e+12 5.45445e+12 1.04112e+13 1.1108e+13 1.65052e+13 4.15513e+12 4.14373e+12 7.36952e+12 4.26432e+12 4.3314e+12 4.74233e+12 4.1373e+12 4.10941e+12 5.74219e+12 4.72065e+12 3.47794e+12 8.27432e+12 3.81834e+12 4.40239e+12 9.9338e+12 7.58478e+12 3.32747e+12 3.263e+12 3.22847e+12 2.98804e+12 3.73959e+12 2.89836e+12 2.81041e+12
threshold=29.985000000000003 29.050000000000004 43.592450450000008 39.739656000000004 39.899261850000009 6.5000000000000009 39.969502550000009 2.5000000000000004 24.500000000000004 30.332994000000003 30.425002000000003 60.017447350000005 59.982527000000012 59.939091550000008 1.0000000180025095e-35 20.500000000000004 59.932719750000011 59.963407450000012 13.500000000000002 37.098288800000006 23.500000000000004 37.533784800000006 37.516458750000005 30.332994000000003 12.500000000000002 10.500000000000002 31.500000000000004 55.851332700000007 1.5000000000000002 29.610000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 10 28 11 12 14 -9 15 16 -4 19 -19 25 -21 22 -22 -14 -25 -12 -11 -28 -10 -18
right_child=-2 2 7 4 5 -7 -8 13 9 26 17 -13 23 -15 -16 -17 29 18 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.57805116089789699 -6.683432506433383 -16909.142693865742 -17345.933163676291 91899.462864176428 104802.77532552084 -48135.611484375004 6442.8882812500005 8353.9754510243729 -12579.8989140625 -3694.9714279633718 11492.773026452858 17196.922276475696 -27747.109786739864 56907.414096304092 11737.684738896189 33605.639962206391 -310.58872779107867 -9219.0385992467054 53399.65379971591 1320.5681364504148 -16218.211718750001 4386.9258193597561 -94364.912500000006 -13318.084216889882 33539.152547554346 -7055.5597357122751 53456.334002976189 -3280.4432053786059 -57160.689754464292 39406.591500000002
leaf_weight=229327 4071751 27 177 24 24 20 59 54 25 1064 607 324 74 26 559 38 62 517 22 12968 27 82 23 42 23 111 21 26 35 25
leaf_count=229327 4071751 27 177 24 24 20 59 54 25 1064 607 324 74 26 559 38 62 517 22 12968 27 82 23 42 23 111 21 26 35 25
internal_value=0 110.438 1600.48 23907.3 32584.8 18763.9 34884.3 1397.6 1289.66 -4448.57 1718.17 7148.5 3892.81 24133.8 6659.77 -2739.43 -7970.92 1217.39 -6663.17 1524.79 1135.62 -17034.5 -52165.7 -13246.4 3262.17 8625.27 -2605 22070 -38585.4 11102.4
internal_weight=0 246413 17086 154 127 103 83 16932 16852 1171 15681 1324 1000 80 861 302 264 14357 539 13818 13100 132 50 139 65 718 1111 47 60 87
internal_count=4318164 246413 17086 154 127 103 83 16932 16852 1171 15681 1324 1000 80 861 302 264 14357 539 13818 13100 132 50 139 65 718 1111 47 60 87
is_linear=0
shrinkage=0.1


Tree=4354
num_leaves=31
num_cat=0
split_feature=3 4 5 1 1 5 0 0 0 3 2 0 2 5 2 0 5 0 3 5 2 5 1 5 0 5 5 2 0 0
split_gain=3.1181e+11 5.91576e+12 1.16123e+13 1.86477e+13 4.44325e+13 6.10867e+13 6.85799e+13 6.22918e+13 5.49747e+13 4.67021e+13 4.56776e+13 4.49713e+13 4.32928e+13 4.31588e+13 3.82579e+13 4.12488e+13 3.45314e+13 2.99704e+13 2.72792e+13 2.67112e+13 3.14632e+13 2.57751e+13 2.55999e+13 2.5424e+13 2.47269e+13 3.93478e+13 2.56441e+13 2.75726e+13 2.40674e+13 2.15283e+13
threshold=14.500000000000002 2.5000000000000004 92.035000000000011 37.328003200000005 37.436176200000013 73.405000000000015 55.74310830000001 55.860536450000005 55.899899800000007 17.500000000000004 11.500000000000002 55.734663800000007 2.5000000000000004 75.750000000000014 2.5000000000000004 55.68356880000001 73.995000000000019 55.842510000000011 19.500000000000004 88.015000000000015 8.5000000000000018 52.990000000000002 37.39371280000001 50.005000000000003 55.806974650000008 76.730000000000018 74.610000000000014 11.500000000000002 55.795550600000006 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 21 5 6 14 9 10 11 18 13 17 -7 15 -5 -11 -13 -9 20 29 23 -16 -3 25 -14 27 -26 -8 -18
right_child=1 2 -4 4 -6 7 28 8 -10 16 -12 12 24 -15 22 -17 19 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-17.669255163554038 -57.052878666211193 -2579.0044750434954 -673.07796681002731 -32009.1154585041 912.11646825536718 -58514.700880977747 78705.382055921058 -96973.345953584561 -608.99472010944385 -52652.715392736485 -21201.035867265342 -17103.256031858768 21429.377048955899 -17616.438890466507 26087.798678246156 -186764.07851562501 -28137.2433005028 -126612.85363175676 -46982.760636206454 41278.312770432698 7915.7309583591577 3832.5639720005684 -20875.75357881434 -40615.363079323339 96651.796767397289 144921.21153492649 -9096.6284297700076 -8098.2239694148948 25092.755631245298 8205.0724105084537
leaf_weight=3014719 1076104 586 61209 61 130071 330 95 170 454 111 483 77 107 1183 187 24 491 37 305 182 2135 27040 306 251 54 34 361 47 706 244
leaf_count=3014719 1076104 586 61209 61 130071 330 95 170 454 111 483 77 107 1183 187 24 491 37 305 182 2135 27040 306 251 54 34 361 47 706 244
internal_value=0 40.867 504.364 938.176 462.438 -6684.45 12507.6 -10573.6 -29271.8 -5678.07 -42855.2 -16760.9 3867.97 -26536.7 -13744.7 -75704.6 2135.61 -52645.8 -64874.1 4128.24 1772.38 3297.59 -3061.99 -13985.4 14552.2 51207.5 3365.15 47906.7 31451.3 -16072.6
internal_weight=0 1.30344e+06 227341 166132 138255 8184 1379 6805 1412 5393 958 2230 717 1513 578 85 3163 114 475 3052 2870 27877 493 837 603 141 462 101 801 735
internal_count=4318164 1303445 227341 166132 138255 8184 1379 6805 1412 5393 958 2230 717 1513 578 85 3163 114 475 3052 2870 27877 493 837 603 141 462 101 801 735
is_linear=0
shrinkage=0.1


Tree=4355
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 3 0 3 3 3 1 6 0 0 0 3 2 4 1 2 0 0 2 4 1 3 1 1 3
split_gain=4.1621e+11 7.30917e+12 2.51873e+13 2.38099e+13 5.55745e+13 4.03781e+13 8.07316e+13 3.83644e+13 6.46805e+13 7.64205e+13 9.96593e+13 7.63087e+13 4.72772e+13 3.39322e+13 3.51343e+13 5.10161e+13 3.09547e+13 2.89054e+13 2.52492e+13 3.01233e+13 2.37137e+13 5.00743e+13 2.13849e+13 1.87772e+13 1.79928e+13 1.64026e+13 2.37891e+13 2.75295e+13 1.63806e+13 1.63693e+13
threshold=59.810000000000009 60.005000000000003 37.767735350000002 37.582182450000005 55.860536450000005 37.559851850000008 18.500000000000004 55.68356880000001 19.500000000000004 14.500000000000002 9.5000000000000018 37.642309100000013 1.5000000000000002 55.842510000000011 55.751981950000008 55.734663800000007 10.500000000000002 6.5000000000000009 2.5000000000000004 37.66934650000001 1.5000000000000002 55.806974650000008 55.719391050000006 13.500000000000002 1.0000000180025095e-35 37.692869000000009 8.5000000000000018 37.66934650000001 37.66934650000001 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 24 16 -5 9 10 13 12 -11 14 15 -9 29 -8 19 -12 -16 -22 -13 -10 -2 26 -6 -28 -25 -7
right_child=1 -3 -4 4 25 6 17 8 23 11 18 22 -14 -15 20 -17 -18 -19 -20 -21 21 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=20.328327133548463 -82905.150342773442 10.749278849501481 -1915.4471319218462 13699.899512739183 -10953.060056135391 -8961.9476124983576 -243633.76948242189 -36673.77694925743 89374.309716021831 -95069.158629261365 139046.0623411017 -87776.279417782745 -298018.68138020835 -144787.71028645834 -85525.964781250004 -201695.04753736415 42412.930994972026 -89435.894002016139 -16449.947180706524 -417.56049107142854 60150.117943816498 -74633.451317107378 16489.404624155406 67862.518750000003 2026.3835152495785 25432.942096511048 61914.208551667864 173266.85740685096 -45680.948896393958 -70492.752744932441
leaf_weight=3022366 25 1222479 59374 1440 36 104 20 101 63 22 59 42 24 27 25 23 74 31 23 21 94 39 37 24 11063 249 152 26 27 74
leaf_count=3022366 25 1222479 59374 1440 36 104 20 101 63 22 59 42 24 27 25 23 74 31 23 21 94 39 37 24 11063 249 152 26 27 74
internal_value=0 -47.4145 -1017.2 2807.27 11533.8 850.682 -35165.5 4592.46 -15553 -30076.2 -9297.2 -98563.7 -200956 -37692.7 -27438.9 -67282.6 -11944.2 -149906 75889.3 102437 3830.74 20627.1 -38943 52858.7 1834.89 42882.1 63185 78179.2 7751.27 -34542.2
internal_weight=0 1.2958e+06 73319 13945 2554 11391 303 2091 651 537 412 125 46 309 282 124 252 51 103 80 158 133 79 114 11088 463 214 178 51 178
internal_count=4318164 1295798 73319 13945 2554 11391 303 2091 651 537 412 125 46 309 282 124 252 51 103 80 158 133 79 114 11088 463 214 178 51 178
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 3 2 5 5 1 1 1 1 3 0 0 0 3 0 6 1 1 3 2 0 4 0 5 2 2
split_gain=3.70409e+11 4.33092e+12 1.84032e+13 1.25633e+13 1.73203e+13 2.15638e+13 1.2857e+13 1.19279e+13 2.96522e+13 1.16956e+13 1.29731e+13 1.31347e+13 2.9248e+13 3.6797e+13 4.50971e+13 2.75581e+13 3.0197e+13 1.40702e+13 1.31299e+13 1.76674e+13 1.339e+13 1.31275e+13 3.22762e+13 1.43854e+13 2.19713e+13 2.11744e+13 1.68514e+13 1.41147e+13 3.25788e+13 4.64419e+13
threshold=64.020000000000024 65.045000000000016 6.5000000000000009 20.507360500000004 9.5000000000000018 8.5000000000000018 2.5000000000000004 64.805000000000021 64.405000000000015 83.026705000000007 37.475443250000005 37.39371280000001 37.362912300000012 12.500000000000002 55.708120100000009 55.664473600000008 55.727011600000004 22.500000000000004 55.56564190000001 1.5000000000000002 37.417247200000006 37.533784800000006 12.500000000000002 5.5000000000000009 55.628356700000005 2.5000000000000004 55.834684950000003 64.805000000000021 4.5000000000000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 10 11 12 -5 14 -14 18 17 -17 -13 -20 -21 22 27 24 -24 -26 -25 28 -12 -30
right_child=1 -3 3 9 -6 6 7 -9 -10 -11 21 15 13 -15 -16 16 -18 -19 19 20 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=15.52795167537457 -4102.2383144856822 1.5124692531610906 -7318.4025403474507 -3205.6094553818725 -19224.078660499657 101603.70054687501 17320.99455180921 -21056.987360491072 129672.37896369486 -6112.1517118771344 -61186.322171336207 -12710.837169012404 5775.6965820312507 12517.915215899493 209095.75917968751 -90977.241671415628 -13834.482169380302 -25862.411213714004 6148.4781934950088 24574.267857142859 133914.80569661458 803.09026095982586 -64577.230996621627 52413.933864399929 73497.693405983664 -37743.797321428574 3954.5814740239362 -27474.733276367188 164106.3243389423 -30969.049592391304
leaf_weight=3370694 13674 885100 95 6601 91 40 76 28 34 3023 29 131 20 148 24 95 339 51 90 21 24 37016 37 268 44 28 98 196 26 23
leaf_count=3370694 13674 885100 95 6601 91 40 76 28 34 3023 29 131 20 148 24 95 339 51 90 21 24 37016 37 268 44 28 98 196 26 23
internal_value=0 -55.2418 -860.649 49.6002 18558.2 31152.2 51684.3 37214.9 52047.8 -89.7922 312.017 -3473.92 -2086.53 36387.8 116678 -16023.2 -30209.7 -68231.7 9843.08 31728.7 82889.2 1068.3 14175.2 29941.5 -1947.57 30237.1 39438.5 -13156.8 22821.4 72540.3
internal_weight=0 947470 62370 48696 364 273 178 138 110 48332 45309 7544 6793 192 44 751 485 146 266 135 45 37765 749 475 109 72 366 274 78 49
internal_count=4318164 947470 62370 48696 364 273 178 138 110 48332 45309 7544 6793 192 44 751 485 146 266 135 45 37765 749 475 109 72 366 274 78 49
is_linear=0
shrinkage=0.1


Tree=4357
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 3 3 1 1 2 0 4 3 0 3 4 3 2 3 1 1 1 1 1 1 2 5 3 5 5
split_gain=3.70692e+11 5.63748e+12 5.50521e+13 5.84968e+13 9.57814e+13 6.84908e+13 5.10533e+13 9.17237e+13 7.47853e+13 5.72095e+13 6.04147e+13 9.43549e+13 5.08086e+13 5.02984e+13 7.64338e+13 8.67135e+13 4.57619e+13 4.80629e+13 4.38864e+13 4.52277e+13 1.14206e+14 1.03314e+14 4.38721e+13 1.21055e+14 4.16077e+13 7.50082e+13 4.10144e+13 4.02937e+13 3.65563e+13 3.55471e+13
threshold=68.00500000000001 55.674875350000008 55.695992150000002 37.737121850000008 37.832345550000007 17.500000000000004 7.5000000000000009 37.542000650000013 37.417247200000006 13.500000000000002 55.68356880000001 2.5000000000000004 5.5000000000000009 55.68356880000001 17.500000000000004 2.5000000000000004 15.500000000000002 1.5000000000000002 9.5000000000000018 37.475443250000005 37.314272700000011 37.457850350000008 37.487839250000007 37.533784800000006 37.855187800000003 10.500000000000002 75.750000000000014 16.500000000000004 81.00500000000001 75.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 16 7 8 -3 10 -8 -12 -9 14 -6 -16 17 -5 -13 20 -20 -22 -11 -24 25 26 -15 28 -21 -25
right_child=1 2 -4 4 13 -7 9 12 -10 22 11 18 -14 24 15 -17 -18 -19 19 27 21 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=13.543994902052075 -296.62381678667708 -26040.244391957367 71.42732862269979 -205176.26697443181 41824.146799499082 31899.849654796511 13575.380903436195 51444.340493303578 -168093.42875788762 16777.082615878069 102655.80876771256 82830.013636179967 -89408.622584635421 97430.087434895846 -179033.48864397322 1166.2637327409082 -219862.59581653227 -33491.113405257936 45577.130905855622 -11525.341844886119 -150932.96456249998 9654.9201489825591 -239106.62346754811 -58013.476458333331 -11848.660727647968 205718.59021093752 -74377.754367897738 94773.280359184457 71251.281351902173 24977.225146887915
leaf_weight=3557887 438537 129 315557 22 672 43 927 175 52 497 247 145 30 24 28 577 31 63 221 127 75 86 26 90 1502 25 33 123 92 121
leaf_count=3557887 438537 129 315557 22 672 43 927 175 52 497 247 145 30 24 28 577 31 63 221 127 75 86 26 90 1502 25 33 123 92 121
internal_value=0 -63.3821 254.53 9599.41 -354.937 -75898.5 19103.7 -14972.9 -66851.1 23840.3 32443.5 48116.3 30831.7 3843.4 18610.7 -7173.56 -115858 -77927.3 32614.2 22557.2 -1091.89 -65153.1 -105.628 -35509.5 -8061.79 61302.7 -2037.61 48972.3 23248.4 -10421.7
internal_weight=0 760277 321740 6183 3020 159 3163 386 181 2777 2043 1116 205 2861 1277 605 116 85 869 724 382 161 734 237 1584 82 57 342 219 211
internal_count=4318164 760277 321740 6183 3020 159 3163 386 181 2777 2043 1116 205 2861 1277 605 116 85 869 724 382 161 734 237 1584 82 57 342 219 211
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 4 5 5 5 5 1 5 5 1 5 5 5 3 6 5 5 6 4 3 1 1 3 3 3 5
split_gain=3.97557e+11 9.83412e+12 9.67619e+13 5.99564e+13 6.64117e+13 1.055e+14 8.57255e+13 7.40298e+13 5.9316e+13 5.22171e+13 4.63274e+13 6.26387e+13 4.1497e+13 4.14063e+13 5.04985e+13 3.68769e+13 3.60419e+13 3.5717e+13 3.43844e+13 3.86599e+13 3.42078e+13 3.19418e+13 3.01557e+13 2.93905e+13 2.91228e+13 3.76666e+13 2.84068e+13 6.10578e+13 2.92981e+13 2.82227e+13
threshold=55.535913550000011 55.551692500000009 37.559851850000008 37.475443250000005 59.245000000000012 1.5000000000000002 52.990000000000002 53.995000000000012 45.005000000000003 60.905000000000008 37.533784800000006 49.010000000000012 43.205000000000005 37.642309100000013 91.050000000000011 52.020000000000003 21.015000000000004 17.500000000000004 1.5000000000000002 55.005000000000003 60.310000000000009 1.5000000000000002 2.5000000000000004 9.5000000000000018 37.436176200000013 37.342273500000012 18.500000000000004 13.500000000000002 24.500000000000004 35.985000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 24 5 12 10 21 -4 20 11 23 16 14 22 -13 -5 -17 19 -9 -6 -8 -10 -7 25 -2 27 -24 -28 -18
right_child=1 -3 8 4 9 6 7 18 13 -11 -12 15 -14 -15 -16 17 29 -19 -20 -21 -22 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=27.748736500016307 -6134.8748307906371 -12.948115297281857 -777.91674704470142 -11828.776735337873 -12695.516505681819 117262.65378989361 -69797.374318607515 82139.935795454541 -28386.568310135597 412.44319310823539 -22229.587392578127 128158.03486886856 -25374.211077270509 -13381.870436673338 117053.02209821431 94786.757035156246 30295.468863303304 -51603.752562500005 59960.778545906011 -2101.7633635692105 -79901.268869977677 9509.9356995330454 -3607.302105034722 32788.465259054836 -28002.388331163198 77399.284695870534 25207.858738458806 -131324.74956775105 -64597.905326372667 6674.310606843439
leaf_weight=2351499 1496 1950699 2631 642 165 47 122 66 755 2372 60 201 400 2509 21 50 786 25 258 312 140 87 54 333 675 56 55 122 107 1419
leaf_count=2351499 1496 1950699 2631 642 165 47 122 66 755 2372 60 201 400 2509 21 50 786 25 258 312 140 87 54 333 675 56 55 122 107 1419
internal_value=0 -33.1786 -2504.9 3742.2 8027.96 15056.6 36420.6 14849.1 -12206.2 -4595.68 61878.7 69571.5 4785.75 -20505.3 -36549.1 105830 9023.19 45989.9 31816.6 12607.1 -43544.1 -36784.3 -39500.3 43236.6 -10662.3 -3120.76 -64325.3 -92138.7 -34108.3 15094.4
internal_weight=0 1.96666e+06 15966 9712 7485 4808 1561 845 6254 2677 716 656 3247 3623 1114 276 2847 75 636 378 305 209 1093 380 2227 1552 338 176 162 2205
internal_count=4318164 1966665 15966 9712 7485 4808 1561 845 6254 2677 716 656 3247 3623 1114 276 2847 75 636 378 305 209 1093 380 2227 1552 338 176 162 2205
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=31
num_cat=0
split_feature=4 2 1 0 0 5 3 0 5 3 5 5 5 1 5 1 3 0 0 5 3 0 0 0 5 3 3 0 0 0
split_gain=3.58397e+11 6.16594e+12 8.71843e+12 1.49788e+13 1.79114e+13 4.56678e+13 2.72338e+13 1.76929e+13 2.55278e+13 1.64017e+13 1.49614e+13 1.36928e+13 1.52664e+13 1.19645e+13 1.3883e+13 1.22983e+13 1.20425e+13 1.19144e+13 2.75447e+13 1.69309e+13 1.13014e+13 9.72592e+12 1.58067e+13 1.02758e+13 3.24776e+13 1.13821e+13 2.12942e+13 2.14973e+13 3.47421e+13 2.59126e+13
threshold=3.5000000000000004 2.5000000000000004 43.94115175000001 55.034903650000011 55.010031850000011 65.905000000000015 10.500000000000002 55.050600750000008 74.610000000000014 10.500000000000002 112.04500000000002 16.850000000000005 31.990000000000006 82.897133550000021 123.15000000000002 82.926290250000008 6.5000000000000009 55.07108800000001 55.061033200000004 120.05000000000001 8.5000000000000018 55.619594000000006 60.029906750000002 55.657530000000008 84.030000000000015 18.500000000000004 14.500000000000002 55.68356880000001 55.719391050000006 55.701368300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -4 -6 13 8 -5 -10 -11 -2 -13 -7 15 16 -15 18 -9 -20 -16 -14 23 24 -23 26 27 -25 29 -29
right_child=1 -3 3 7 5 6 -8 17 9 10 -12 12 21 14 20 -17 -18 -19 19 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-4.9203074185639331 56387.689713541666 -274.92049967115327 2055.4731055317311 -1627.7947388808416 137958.55017089844 -61632.937259615392 80575.244149837861 -155.83646416814074 -57013.808992387821 71604.733779761911 -45140.548233695656 -82310.057366071444 639.44320983980208 23470.993573588712 -1213.0512637867648 7881.026237281977 122999.65390625001 -2271.0603643341551 39403.751360677088 141122.20749999999 -94516.486235119053 -25597.105259284421 -7202.4080494812879 -37777.264857288705 59400.15000605621 -16302.433280689296 32054.160633059582 12921.449877303687 5532.3381146792344 94697.983421266239
leaf_weight=4195778 48 88010 7367 329 32 26 53 318 195 21 23 21 8161 31 34 215 20 10064 90 20 21 69 844 110 129 209 332 78 5439 77
leaf_count=4195778 48 88010 7367 329 32 26 53 318 195 21 23 21 8161 31 34 215 20 10064 90 20 21 69 844 110 129 209 332 78 5439 77
internal_value=0 168.684 1304.41 -140.156 3215.96 23006.1 13809.9 -2506.74 -19696.8 -44570 10578.8 3060.09 2894.62 3612.3 8896.96 18353.4 62501.8 -1576.13 14764.5 57898 -36838 3010.45 5665.82 7351.5 29779.9 6640.4 7434.81 6001.84 6862.71 53545.9
internal_weight=0 122386 34376 18859 7799 432 400 11060 568 239 44 15517 15469 347 321 266 51 10492 428 110 55 15448 7287 6443 198 6245 6036 5704 5594 155
internal_count=4318164 122386 34376 18859 7799 432 400 11060 568 239 44 15517 15469 347 321 266 51 10492 428 110 55 15448 7287 6443 198 6245 6036 5704 5594 155
is_linear=0
shrinkage=0.1


Tree=4360
num_leaves=31
num_cat=0
split_feature=1 1 0 1 6 5 1 3 0 5 1 0 0 3 5 3 5 5 1 3 5 5 2 5 5 2 3 3 3 0
split_gain=3.45809e+11 3.94079e+12 1.32967e+13 3.6868e+13 3.48395e+13 5.69869e+13 2.60295e+13 2.33466e+13 3.0704e+13 2.51285e+13 1.60704e+13 8.30805e+13 6.68803e+13 4.89741e+13 4.66215e+13 4.5778e+13 3.54392e+13 3.27326e+13 2.65806e+13 2.72907e+13 3.24491e+13 1.79728e+13 2.40947e+13 5.21463e+13 2.8003e+13 2.30012e+13 2.27038e+13 3.43554e+13 1.6562e+13 4.37328e+13
threshold=61.880021000000006 65.659480050000013 57.106514900000001 65.58467570000002 1.5000000000000002 92.035000000000011 65.610478850000007 4.5000000000000009 57.117834900000013 37.75500000000001 65.58467570000002 57.131524800000008 57.147575200000006 5.5000000000000009 18.050000000000004 9.5000000000000018 112.04500000000002 110.05000000000001 65.610478850000007 17.500000000000004 62.015000000000008 142.05000000000004 9.5000000000000018 125.85000000000001 74.610000000000014 11.500000000000002 14.500000000000002 13.500000000000002 9.5000000000000018 57.178027650000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -4 -9 13 15 -12 -15 16 -13 28 19 21 -21 22 23 26 -24 -26 27 -17 29 -14
right_child=1 -3 7 4 -6 -7 -8 10 -10 -11 11 12 17 14 -16 18 -18 -19 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-17.592425890210571 -935.55533944860008 -13.00284224842736 -24853.451922171458 43914.740239315943 5898.8972632451259 191356.61755952382 4810.1842713994565 571.41644692494208 5071.471039881053 48275.139038420377 9420.5320255766328 1576.132561734064 -5385.0402868355741 1945.7732693157859 -21345.993770343277 22194.405095497907 121362.64275 -65278.334851371954 -9061.2298275726007 -41472.529828447172 86296.446031250001 114876.58998842594 33040.758673310622 -88674.431035156245 161505.18178710938 66170.02923816019 43928.266471559014 -65738.296400122563 -5066.4479060658696 12706.991916759871
leaf_weight=3114505 10943 1089666 56 336 8228 21 345 68480 2899 292 862 2047 3169 1094 4007 345 25 82 198 97 25 27 284 40 32 121 437 51 7140 2310
leaf_count=3114505 10943 1089666 56 336 8228 21 345 68480 2899 292 862 2047 3169 1094 4007 345 25 82 198 97 25 27 284 40 32 121 437 51 7140 2310
internal_value=0 45.5209 604.953 2955.35 7723.35 29107.3 24104.1 108.678 8440.63 36507.3 -189.033 -2514.56 1154.94 -12625.2 -16350.7 12929.7 3021.43 -2302.13 25319.6 29985.4 -15290.4 34116.7 32452.2 22856.9 51620.9 86109.4 28212.6 10869.7 -1892.9 2242.74
internal_weight=0 1.20366e+06 113993 19873 8930 702 681 94120 3247 348 90873 22393 16430 5963 5101 3729 2072 12701 1657 1459 122 1337 1310 873 437 153 833 396 12619 5479
internal_count=4318164 1203659 113993 19873 8930 702 681 94120 3247 348 90873 22393 16430 5963 5101 3729 2072 12701 1657 1459 122 1337 1310 873 437 153 833 396 12619 5479
is_linear=0
shrinkage=0.1


Tree=4361
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 0 1 3 1 3 2 5 5 1 2 1 3 0 1 5 5 3 3 2 2 3 1 3 3 2
split_gain=3.88503e+11 4.85021e+12 3.28332e+13 9.31773e+13 5.1748e+13 8.00318e+13 4.68858e+13 4.24054e+13 4.17457e+13 5.40133e+13 6.0859e+13 4.09838e+13 3.21391e+13 4.54008e+13 5.35544e+13 4.13984e+13 5.28215e+13 3.96735e+13 3.27856e+13 3.16687e+13 3.07541e+13 2.99442e+13 5.5291e+13 3.48833e+13 2.94908e+13 2.91646e+13 2.84121e+13 4.15517e+13 2.66998e+13 2.47821e+13
threshold=55.591389050000011 55.619594000000006 37.692869000000009 37.457850350000008 1.5000000000000002 55.601678500000013 37.582182450000005 5.5000000000000009 37.737121850000008 23.500000000000004 7.5000000000000009 41.005000000000003 59.025000000000013 37.642309100000013 1.5000000000000002 37.597123000000003 13.500000000000002 55.601678500000013 37.615058950000012 79.010000000000005 41.365000000000002 12.500000000000002 14.500000000000002 9.5000000000000018 10.500000000000002 16.500000000000004 36.761894450000007 13.500000000000002 18.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 26 5 6 20 -6 9 10 25 -8 13 24 -15 17 -17 29 -18 -19 -5 -12 23 -23 -9 -4 27 -2 -21 -14
right_child=1 -3 8 4 7 -7 11 12 -10 -11 21 -13 15 14 -16 16 18 19 -20 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=26.628505169191129 -18085.852499477402 -12.382730484179476 3383.4139781797917 -3183.075358763881 -123975.95462646485 -90390.497687141265 -73989.841015625003 -4421.729292423307 -1583.3184685507595 -4500.8365000637714 2546.6752066612244 73990.64744944853 -38369.952452612706 24006.242467715136 -44967.037896069611 -5119.3986807945939 84431.263831922741 -20593.226105149715 23785.809572607843 -177058.155375 -42010.93031299772 237826.09620028408 35675.847727732114 68191.716087962966 -31263.121763510833 59558.961469072165 3132.3524152034802 117959.90180027173 -22042.470390625003 33491.552820203993
leaf_weight=2414903 939 1869649 1957 318 32 196 24 3041 9881 1807 256 85 61 134 704 404 144 502 234 25 569 22 1049 27 473 97 10363 23 20 225
leaf_count=2414903 939 1869649 1957 318 32 196 24 3041 9881 1807 256 85 61 134 704 404 144 502 234 25 569 22 1049 27 473 97 10363 23 20 225
internal_value=0 -33.7869 -1224.38 -4046.44 -12948.8 -31979.5 -20484.9 -9167.44 2237.02 9475.52 16886.1 41407.8 -8551.74 -13022.5 -33937.9 3495.77 20020.1 -12016.9 46888.8 -27797.3 -28090.7 33345.1 40525.8 144354 -8034.7 6036.3 1606.27 -14833.2 -108162 18164.4
internal_weight=0 1.90326e+06 33612 18516 7191 1192 996 5999 15096 5215 3408 109 5967 4352 838 1615 782 833 378 547 887 1354 1098 49 3514 2054 11325 962 45 286
internal_count=4318164 1903261 33612 18516 7191 1192 996 5999 15096 5215 3408 109 5967 4352 838 1615 782 833 378 547 887 1354 1098 49 3514 2054 11325 962 45 286
is_linear=0
shrinkage=0.1


Tree=4362
num_leaves=31
num_cat=0
split_feature=1 5 1 5 3 2 3 6 5 5 1 5 5 5 2 1 5 5 5 3 0 1 2 1 4 0 0 2 2 0
split_gain=3.45121e+11 1.47776e+12 2.86882e+12 4.10983e+12 1.68326e+12 1.62902e+12 1.58933e+12 5.23053e+12 6.48613e+12 8.17271e+12 6.33226e+12 4.93005e+12 5.18611e+12 1.58024e+13 1.17472e+13 1.4246e+13 9.12311e+12 8.24728e+12 1.40901e+13 1.44385e+13 9.2859e+12 9.03463e+12 8.11848e+12 1.39146e+13 1.80185e+13 8.22797e+12 6.84769e+12 6.76522e+12 5.69256e+12 5.62706e+12
threshold=86.067573200000012 24.010000000000002 86.192907650000009 21.015000000000004 8.5000000000000018 3.5000000000000004 9.5000000000000018 1.5000000000000002 39.505000000000003 34.305000000000007 86.192907650000009 225.45000000000002 91.050000000000011 95.020000000000024 4.5000000000000009 92.928903050000017 92.035000000000011 87.395000000000024 86.02500000000002 16.500000000000004 56.054485600000007 113.46563545000002 5.5000000000000009 92.896330950000007 3.5000000000000004 52.056565900000003 56.009576300000013 13.500000000000002 3.5000000000000004 51.83362145000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 8 9 -3 -10 12 17 14 -14 16 26 18 -8 21 -21 -20 23 28 25 -25 -16 -18 -19 -24
right_child=1 6 5 4 -6 -7 11 -9 10 -11 -12 -13 13 -15 15 -17 27 22 19 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.7281933279748358 -147.73453736596164 -5494.7813673035598 -2675.0723075989517 4115.633552320076 -19936.510447432356 2364.129970386502 -464.73575031809082 537.54162290855061 -31611.699522181923 10051.491536602145 -3890.3223967094414 -39525.327384185795 -1483.122264480591 688.38577773655652 74820.111914062509 62973.215130974262 12106.913556985295 -32846.159240141373 47773.562829348921 23305.199765625002 -53025.970484834565 -13134.353946659485 34988.356250000004 7584.3732259114586 -32507.800427246097 77757.85089488636 16589.833398437502 -45352.174464699077 11554.857741477274 -19020.634623390088
leaf_weight=4147874 294 589 1553 33 246 1093 46740 110558 84 794 4327 32 152 2451 36 102 85 84 152 30 34 29 20 24 32 55 46 27 44 544
leaf_count=4147874 294 589 1553 33 246 1093 46740 110558 84 794 4327 32 152 2451 36 102 85 84 152 30 34 29 20 24 32 55 46 27 44 544
internal_value=0 139.526 -1982.73 -8397.91 -17091.6 -593.497 180.416 384.052 -2544.76 3430.56 -4418.23 -286.736 -261.964 3844.88 21114 32717.9 16810.5 -511.1 -339.359 23579.4 -17245.7 38014.8 -10560 4886.17 30796.9 56439.3 42154.3 -1744.83 -17583.3 -17105.4
internal_weight=0 170290 3219 573 279 2646 167071 116352 5794 1383 4411 50719 50687 2899 448 296 194 47788 46985 245 64 181 803 239 111 79 82 112 128 564
internal_count=4318164 170290 3219 573 279 2646 167071 116352 5794 1383 4411 50719 50687 2899 448 296 194 47788 46985 245 64 181 803 239 111 79 82 112 128 564
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=31
num_cat=0
split_feature=5 5 1 1 2 0 0 3 3 0 1 5 4 3 6 5 0 1 1 0 5 1 1 0 3 3 0 2 1 0
split_gain=3.41762e+11 4.76633e+12 9.65052e+12 9.75734e+12 1.60755e+13 9.25512e+12 9.12302e+12 1.01767e+13 1.66248e+13 3.26083e+13 3.65961e+13 3.90308e+13 4.69118e+13 3.90779e+13 5.81345e+13 7.92946e+13 3.46279e+13 2.8821e+13 2.74052e+13 6.57772e+13 7.53979e+13 4.41502e+13 4.72007e+13 1.12487e+14 3.73816e+13 2.53286e+13 2.41831e+13 2.35386e+13 2.1454e+13 2.92111e+13
threshold=68.00500000000001 66.50500000000001 83.093115700000013 83.011163250000024 2.5000000000000004 54.970187400000007 60.035045000000004 17.500000000000004 13.500000000000002 55.535913550000011 37.971176850000006 67.520000000000024 2.5000000000000004 16.500000000000004 1.5000000000000002 67.990000000000023 55.885524800000006 82.837870700000011 30.370618100000005 59.932719750000011 67.990000000000023 37.582182450000005 37.692869000000009 55.701368300000006 15.500000000000002 16.500000000000004 55.68356880000001 10.500000000000002 82.902675200000019 55.050600750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 17 -10 11 -11 18 14 15 -14 -16 -3 19 -13 -21 25 23 -23 -22 -20 -15 -17 29 -19
right_child=-2 2 -4 4 5 -7 -8 -9 9 10 -12 12 13 26 16 27 -18 28 21 20 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.6225170989111266 -60.8586372755193 339.72782500548021 -3300.0083499228285 42273.787435752471 26162.268717143692 -10339.709394358626 -5490.2239573249271 -1378.4346074453715 106.0459540497037 7794.0073155390974 1798.1089507399131 160074.29576512898 1235.1018537946429 141867.76324420798 -76122.153986855163 80513.386079545468 2688.0165009765624 14690.460260037136 41153.200387224038 186046.27375000002 -124237.26342592594 -25175.339583333334 47791.552283364159 276588.14240885421 43758.475721153845 -7540.0711118463878 30649.535048828126 228527.578125 7895.3988522417267 75235.038189894156
leaf_weight=3485947 760277 38423 5272 152 107 198 2070 11944 6372 1803 2692 63 175 29 126 22 100 223 201 20 27 21 282 30 26 228 60 21 1129 124
leaf_count=3485947 760277 38423 5272 152 107 198 2070 11944 6372 1803 2692 63 175 29 126 22 100 223 201 20 27 21 282 30 26 228 60 21 1129 124
internal_value=0 13.0047 818.701 1144.4 15706.2 2465.9 1043.89 1254.77 1857.31 5071.85 10411.4 17581.1 29912.5 6411 -5711.88 31130.8 -41250.4 866.498 43861.6 85212.6 20606 36481.4 63802.3 152333 -41824.3 15274.3 66889.2 152799 14579.3 36326
internal_weight=0 3.55789e+06 71940 66668 457 305 66211 64141 52197 12298 5926 3234 1431 533 444 218 226 39899 898 136 73 762 333 51 53 429 89 43 1476 347
internal_count=4318164 3557887 71940 66668 457 305 66211 64141 52197 12298 5926 3234 1431 533 444 218 226 39899 898 136 73 762 333 51 53 429 89 43 1476 347
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 3 3 2 1 4 1 1 5 5 5 5 5 6 2 3 4 5 5 1 2 2 1 1 3
split_gain=3.55346e+11 4.49165e+12 1.85431e+13 8.49948e+12 7.04598e+12 6.63258e+12 9.09035e+12 6.45023e+12 7.85609e+12 6.05038e+12 6.99161e+12 5.69341e+12 8.5612e+12 6.08419e+12 5.70744e+12 9.4305e+12 5.562e+12 5.10411e+12 4.93265e+12 4.21536e+12 4.21282e+12 6.02366e+12 4.15799e+12 4.07266e+12 4.1023e+12 3.84673e+12 6.50197e+12 3.72845e+12 3.64603e+12 6.31944e+12
threshold=47.425481600000005 48.713222300000005 39.899261850000009 40.247294600000011 7.5000000000000009 44.005491150000005 10.500000000000002 5.5000000000000009 2.5000000000000004 44.083877800000003 1.5000000000000002 40.810045900000013 42.09605220000001 91.050000000000011 103.45000000000002 137.05000000000004 48.945000000000007 52.710000000000008 1.5000000000000002 2.5000000000000004 2.5000000000000004 1.5000000000000002 59.810000000000009 41.005000000000003 39.969502550000009 4.5000000000000009 5.5000000000000009 33.101335500000005 47.981192400000005 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 17 18 7 6 16 11 -9 -10 -11 -5 20 -14 -15 -16 -6 -2 -4 -20 -13 -22 -8 -21 -25 -12 -27 -1 -29 -30
right_child=1 -3 3 4 5 -7 22 8 9 10 25 12 13 14 15 -17 -18 -19 19 23 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=35916.12070312562 -14511.537622728965 -5.7717965060806105 15031.327516211535 4985.7358904088169 1303.1962263439548 1238.217161750119 -14775.709755439993 -12140.154124735171 6010.8001356336808 -1772.8040690104169 23361.640964471728 -554.2077672017416 151.71014469519511 54093.772551448172 -41443.188785807295 45484.877779447117 -8307.8040493442859 -37814.868934308979 -2041.6460765293666 -2141.9790158427213 -1699.3629622959857 -32152.146994320381 -42056.948545496329 -24060.710590096071 -9052.9429371157421 116027.84865278765 46650.977455357148 44.989987243819165 1823.8296203051607 15684.891171729047
leaf_weight=29 278 3509193 123 3087 1085 2545 163 59 63 24 21 150 2722 41 24 26 1353 142 2142 767 101 182 85 209 1417 22 35 788611 3097 368
leaf_count=29 278 3509193 123 3087 1085 2545 163 59 63 24 21 150 2722 41 24 26 1353 142 2142 767 101 182 85 209 1417 22 35 788611 3097 368
internal_value=0 -13.5964 -1641.6 -1111.72 317.325 -2419.9 -5885.99 2501.01 19177.9 30376.5 45425.9 1911.14 -1012.84 1002.05 26437.5 3759.41 -4030.55 -22390.3 -4728.2 -5264.13 -14102.7 -21283.8 -24126.1 -8148.6 -10982 59948.6 73428 60.5243 59.2115 3295.94
internal_weight=0 3.52606e+06 16866 16446 11788 5231 2686 6557 224 165 102 6333 3246 2813 91 50 2438 420 4658 4535 433 283 248 2393 1626 78 57 792105 792076 3465
internal_count=4318164 3526059 16866 16446 11788 5231 2686 6557 224 165 102 6333 3246 2813 91 50 2438 420 4658 4535 433 283 248 2393 1626 78 57 792105 792076 3465
is_linear=0
shrinkage=0.1


Tree=4365
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 1 6 3 5 1 1 3 3 5 3 3 3 3 2 5 1 5 3 1 5 1 3 1 3 5
split_gain=3.26666e+11 3.71911e+12 1.12917e+13 1.21169e+13 1.21424e+13 1.12014e+13 1.85677e+13 2.58617e+13 2.09874e+13 1.69301e+13 2.11707e+13 1.44958e+13 1.62791e+13 1.47839e+13 1.40496e+13 2.43585e+13 1.36357e+13 1.20521e+13 1.19372e+13 1.15185e+13 1.124e+13 1.60234e+13 1.02241e+13 1.02042e+13 9.99391e+12 9.66951e+12 9.43846e+12 1.7962e+13 1.13654e+13 1.56831e+13
threshold=50.973130900000008 51.636650050000007 3.5000000000000004 37.869926150000005 48.035000000000004 39.188277450000008 1.5000000000000002 23.500000000000004 91.050000000000011 41.950906500000009 47.981192400000005 24.500000000000004 17.500000000000004 125.85000000000001 15.500000000000002 17.500000000000004 26.500000000000004 22.500000000000004 4.5000000000000009 62.385000000000012 46.037218400000008 93.00500000000001 10.500000000000002 43.048525950000005 74.610000000000014 39.488326500000007 9.5000000000000018 37.914142000000005 4.5000000000000009 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 11 14 9 16 25 20 12 13 26 22 -16 -9 -17 -15 -19 21 23 -7 -11 -24 -8 27 28 -5 -30
right_child=1 -3 3 5 -6 6 7 8 -10 10 -12 -13 -14 18 15 17 -18 19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=55.853567108518192 5792.6823367147945 -3.4917679564010222 -983.71956121703738 -20136.920734873991 -10042.005219673447 -7569.0105639470639 -3161.8511977660783 63441.239393650147 -53545.332617187501 14930.343646741656 -3788.3708285860298 -61977.265223214286 20256.044796444941 -1855.25494109123 6576.7703050301425 -24901.665383642721 -17054.107140625001 9030.1976171588612 -88273.220880681823 -16317.591111569684 21523.883845599095 52882.988295200899 -16983.95060418281 1116.856747242761 -52962.377306985298 -16109.68682355907 -3236.9504238390191 17007.05464423645 1548.2234914446151 31586.817856526242
leaf_weight=842766 2228 3442887 2879 228 3045 1991 2748 133 22 706 2719 35 488 31 1559 469 25 341 33 378 521 70 842 2205 85 730 2538 906 4375 181
leaf_count=842766 2228 3442887 2879 228 3045 1991 2748 133 22 706 2719 35 488 31 1559 469 25 341 33 378 521 70 842 2205 85 730 2538 906 4375 181
internal_value=0 -13.5442 -1078.09 -1583.59 -5639.78 -597.142 -2212.01 405.219 37963 -291.801 2832.13 2250.45 2506.48 1461.89 -6776.11 -1643.41 50704.6 -12430.7 -46414.5 -4295.9 7972.37 5603.93 -11608 4467.02 -20282.9 -5879.48 1834.28 4096.29 1651.23 2741.59
internal_weight=0 3.4754e+06 32511 30283 5924 24359 15544 9879 180 9699 6221 8815 8780 8292 5665 2747 158 1188 64 719 3502 2981 2918 2911 927 3478 8228 5690 4784 4556
internal_count=4318164 3475398 32511 30283 5924 24359 15544 9879 180 9699 6221 8815 8780 8292 5665 2747 158 1188 64 719 3502 2981 2918 2911 927 3478 8228 5690 4784 4556
is_linear=0
shrinkage=0.1


Tree=4366
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 0 6 5 5 2 3 5 5 2 1 0 5 4 5 0 2 5 5 3 2 2 5 5 0 0
split_gain=3.18147e+11 1.45931e+12 2.6455e+12 3.18062e+12 2.16294e+12 3.83019e+12 4.39926e+12 4.62172e+12 4.10402e+12 5.8365e+12 5.58737e+12 7.81911e+12 6.24867e+12 5.51071e+12 6.54097e+12 5.3226e+12 4.74143e+12 4.46866e+12 1.00945e+13 4.6886e+12 3.83366e+12 3.80158e+12 3.75042e+12 3.64926e+12 3.32602e+12 3.61543e+12 8.84299e+12 6.74601e+12 4.46894e+12 3.59765e+12
threshold=28.500000000000004 60.063729500000008 59.939091550000008 60.017447350000005 37.39371280000001 55.518428350000008 1.5000000000000002 47.815000000000005 38.210000000000008 24.500000000000004 32.500000000000007 36.515000000000008 21.015000000000004 7.5000000000000009 37.362912300000012 55.674875350000008 79.010000000000005 2.5000000000000004 61.845000000000006 59.820733200000006 20.500000000000004 59.510000000000012 58.605000000000011 34.500000000000007 2.5000000000000004 4.5000000000000009 68.52500000000002 82.00500000000001 55.769960200000007 59.820733200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 10 13 12 23 -7 24 16 -16 17 18 21 -20 22 -15 -17 -12 29 26 -26 28 -27 -10
right_child=1 -3 3 -5 -6 8 7 -9 9 -11 11 -13 -14 14 15 20 -18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=2.4492476186648382 -51595.199304917282 -26047.731090198868 49034.093593750003 6986.5312390886875 -89.073175815444017 -45016.556477864586 25311.697742187502 -36124.498689778644 4475 2445.5868544384116 -23625.703535156252 38406.61275787354 10448.236827855266 -10347.400835587647 7652.6123409386846 -39914.058680555558 18630.979882812502 -30486.333231907898 40407.593603515626 -333.19498465401784 -62342.593089657748 -45583.909289550786 -383.39668240017363 951.69961332070716 7011.7070285373266 -10780.596583166789 73011.633062499997 -54182.190340909096 22500.968836091695 -38788.719721283785
leaf_weight=4283289 34 22 20 179 31232 21 25 24 40 824 155 32 620 709 33 72 62 95 57 56 42 32 36 99 108 86 25 22 76 37
leaf_count=4283289 34 22 20 179 31232 21 25 24 40 824 155 32 620 709 33 72 62 95 57 56 42 32 36 99 108 86 25 22 76 37
internal_value=0 -300.813 -284.56 11212.4 -350.582 -2737.32 -23957 -4779.5 -2209.85 -4383.29 3445.31 -8177.46 8631.14 -7926.74 -11310.7 -28707.5 -8161.72 -9912.14 -7623.44 20217.5 -36706.7 -11869.1 -26737.2 -14046.3 2328.19 6856.43 19417.7 -2223.18 4832.98 -16314.1
internal_weight=0 34875 34853 199 34654 3422 83 49 3339 2412 927 286 641 1588 1194 183 1011 949 854 113 150 741 108 254 394 317 133 184 162 77
internal_count=4318164 34875 34853 199 34654 3422 83 49 3339 2412 927 286 641 1588 1194 183 1011 949 854 113 150 741 108 254 394 317 133 184 162 77
is_linear=0
shrinkage=0.1


Tree=4367
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 3 0 0 1 5 0 5 1 0 6 5 5 3 6 5 3 3 3 3 5 3 0 5 5 5
split_gain=3.16589e+11 1.57681e+12 1.89888e+13 1.11074e+13 6.02787e+12 2.93054e+12 5.52951e+12 1.01175e+13 1.83014e+13 1.73236e+13 1.31504e+13 1.46701e+13 1.29494e+13 1.59444e+13 1.23921e+13 1.26931e+13 1.18854e+13 1.16834e+13 2.59662e+13 1.0211e+13 1.25227e+13 9.61503e+12 9.12454e+12 9.8067e+12 9.04633e+12 8.99806e+12 8.84813e+12 8.8295e+12 7.9445e+12 1.19428e+13
threshold=86.067573200000012 92.928903050000017 52.719210700000012 2.5000000000000004 54.990000000000002 9.5000000000000018 55.349623500000007 56.009576300000013 92.815157350000007 84.030000000000015 56.028355650000009 41.005000000000003 92.815157350000007 55.975961550000008 1.5000000000000002 107.05000000000001 89.00500000000001 19.500000000000004 1.5000000000000002 109.05000000000001 11.500000000000002 17.500000000000004 14.500000000000002 18.500000000000004 56.505000000000003 17.500000000000004 56.054485600000007 61.845000000000006 105.35000000000001 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 21 9 10 12 17 -12 13 -8 15 16 25 28 -19 20 -16 -7 -22 -24 -15 -13 -10 -26 -9 -30
right_child=1 -3 5 4 -6 6 7 8 26 -11 11 14 -14 24 19 -17 -18 18 -20 -21 22 -23 23 -25 27 -27 -28 -29 29 -31
leaf_value=-5.4863076965083444 -2289.6656722359035 -170.61160450171172 1013.8791765131266 -28835.954418109213 -72449.489760044657 -4763.8921979102406 -284.02262853427663 -1891.9079361199329 3021.7869125282077 17479.190751657978 664.7752276541537 -1202.0588782853208 -1859.6100692183093 7949.3053452665399 -2090.8446825837436 69891.715773809527 -61452.239407869667 31782.806279137658 -58477.122677364867 -67839.687202785324 -43513.824790171035 15190.284733706227 -14818.402326670206 -58322.355897258887 41010.110287442054 -20377.503730422486 -1832.7866478089818 14389.277406488733 -83689.793507543101 15331.573511904764
leaf_weight=4147874 92 85159 49266 73 56 3999 2076 2852 8915 761 962 854 4651 1428 292 21 41 230 37 46 222 257 486 58 182 343 6486 395 29 21
leaf_count=4147874 92 85159 49266 73 56 3999 2076 2852 8915 761 962 854 4651 1428 292 21 41 230 37 46 222 257 486 58 182 343 6486 395 29 21
internal_value=0 133.634 437.979 -28836.4 -47769 514.173 -176.504 282.133 -900.05 3008.76 -5352.38 -9745.57 1747.66 5858.76 -13983.7 -7202.43 -8510.16 -742.938 19274.9 -21717.1 -19711.8 -3558.95 -26428.9 -19456.7 12219.1 -6696.78 977.325 22786.1 -2584.69 -42100.8
internal_weight=0 170290 85131 221 129 84910 35644 31388 21895 9493 6494 3325 8732 4081 2363 1259 1238 3169 267 1104 1058 4256 766 544 2005 1197 15401 577 2902 50
internal_count=4318164 170290 85131 221 129 84910 35644 31388 21895 9493 6494 3325 8732 4081 2363 1259 1238 3169 267 1104 1058 4256 766 544 2005 1197 15401 577 2902 50
is_linear=0
shrinkage=0.1


Tree=4368
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 2 2 1 2 1 1 2 2 0 1 1 3 2 1 1 0 1 3 0 2 6 1 0 0 6
split_gain=3.18024e+11 2.6053e+12 7.19366e+12 1.00542e+13 8.74661e+12 2.25665e+13 2.18825e+13 3.08573e+13 1.27915e+13 1.1016e+13 1.01109e+13 7.76662e+12 7.64818e+12 1.42169e+13 1.16425e+13 5.22594e+13 2.26783e+13 2.55419e+13 1.21338e+13 2.10889e+13 2.44508e+13 2.11309e+13 1.77356e+13 8.43413e+12 1.81424e+13 1.70788e+13 1.61627e+13 1.03858e+13 1.61689e+13 8.21606e+12
threshold=87.395000000000024 87.00500000000001 28.619594500000002 30.226173900000003 54.943649450000002 1.5000000000000002 9.5000000000000018 82.962740850000003 5.5000000000000009 82.961358250000018 82.959896850000021 7.5000000000000009 5.5000000000000009 54.944759500000011 37.832345550000007 37.869926150000005 10.500000000000002 7.5000000000000009 37.275078000000001 30.468306550000005 59.990816400000007 30.315880100000005 15.500000000000002 55.020029900000004 3.5000000000000004 1.5000000000000002 83.011163250000024 54.947737500000009 54.959412650000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 -7 -10 -9 23 -14 16 -16 17 -15 19 20 21 -18 -20 27 26 -26 29 -6 -29 -25
right_child=-2 2 3 4 12 6 -8 11 10 -11 -12 -13 13 14 15 -17 18 -19 22 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-1.2033629125482868 -111.15165555928854 -27574.319013342698 46627.273291015626 -15403.498344173338 4222.0512025972193 11876.324899085394 -2346.2721409217988 10969.739792351975 23875.517104065537 43769.278310333029 -11949.850442222481 51540.897222855841 -24423.444247436524 -32520.828369140625 125511.44477312494 -450.80279504618397 -151253.19446331522 83816.683050271749 31502.326037597657 30260.579425740983 2076.5641254625821 -36140.253500600964 -48317.10979277709 -277.34696795730912 11930.675883580952 -13552.675319849739 -2857.1069978230676 -73288.775976562509 -2030.3673138782988 23102.859796428918
leaf_weight=4036531 242930 89 48 406 3758 517 867 57 103 137 335 274 256 32 33 17245 23 46 32 97 114 52 214 239 3144 287 3386 32 6475 405
leaf_count=4036531 242930 89 48 406 3758 517 867 57 103 137 335 274 256 32 33 17245 23 46 32 97 114 52 214 239 3144 287 3386 32 6475 405
internal_value=0 6.6259 823.179 888.631 831.704 6324.88 10177.2 17807.4 9700.03 18557.3 -3525.16 44554.3 418.835 -1024.45 -689.58 -210.222 -14267.2 36088.5 -21650.2 -7643.75 -27097.3 -71441.6 -37934.1 1896.15 4454.72 9799.02 -95.2337 36.4929 -2380.8 14426
internal_weight=0 4.07523e+06 38703 38614 38566 2696 2290 1423 1092 654 438 331 35870 18144 17888 17278 610 78 532 286 189 75 246 17726 7461 3431 4030 10265 6507 644
internal_count=4318164 4075234 38703 38614 38566 2696 2290 1423 1092 654 438 331 35870 18144 17888 17278 610 78 532 286 189 75 246 17726 7461 3431 4030 10265 6507 644
is_linear=0
shrinkage=0.1


Tree=4369
num_leaves=31
num_cat=0
split_feature=0 0 3 6 1 1 3 5 5 5 3 5 3 5 5 1 2 1 3 5 5 5 3 1 5 1 2 1 1 5
split_gain=3.21184e+11 4.2562e+12 5.60148e+13 2.4911e+13 2.32541e+13 4.51046e+13 5.75089e+13 2.40726e+13 2.08025e+13 1.94139e+13 1.74009e+13 1.72464e+13 1.50117e+13 1.3205e+13 3.03033e+13 1.29429e+13 1.20538e+13 8.66029e+12 1.91218e+13 2.851e+13 1.17855e+13 1.1548e+13 7.41418e+12 6.40504e+12 6.23817e+12 9.64918e+12 9.61896e+12 7.92522e+12 7.62679e+12 7.63245e+12
threshold=51.717367500000009 51.83362145000001 14.500000000000002 1.5000000000000002 39.143775600000005 39.188277450000008 17.500000000000004 59.245000000000012 96.015000000000015 48.945000000000007 16.500000000000004 93.00500000000001 24.500000000000004 85.020000000000024 101.05000000000001 113.46563545000002 9.5000000000000018 104.38035940000002 9.5000000000000018 89.00500000000001 59.025000000000013 99.555000000000021 3.5000000000000004 104.38035940000002 128.92000000000004 39.262370300000008 4.5000000000000009 54.845880150000006 39.143775600000005 80.815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 8 9 6 11 -7 12 10 -5 -6 -4 -11 -15 17 23 18 20 -20 -2 -21 -17 -9 25 26 -22 -27 -28 -30
right_child=1 -3 3 4 5 7 -8 16 -10 13 -12 -13 -14 14 -16 22 -18 -19 19 21 24 -23 -24 -25 -26 27 28 -29 29 -31
leaf_value=52.792938453288514 9173.6786718618387 -6.1955403950634924 -3731.2958758222376 51873.961691766039 -2075.6162825662896 -6462.2548337330809 54366.886967914099 -17940.854553700512 73802.283873155393 -43697.177253842565 -17048.434603802318 -95041.464471726198 26082.042447731714 82924.196148003481 -69865.7761875 5978.990393708882 -40233.008448916822 1789.7059475132226 3086.835092783399 -80826.930309851712 23358.00336604421 -8958.4037909613726 -48618.150215191316 39312.572028459828 -28990.164960007442 -16998.907496966738 35171.35149104421 21714.534822564379 59402.563739691839 130451.26932198662
leaf_weight=909639 1542 3391602 4182 38 401 1348 243 281 36 460 1017 21 176 27 25 38 414 4423 1348 59 205 36 72 21 21 66 82 266 54 21
leaf_count=909639 1542 3391602 4182 38 401 1348 243 281 36 460 1017 21 176 27 25 38 414 4423 1348 59 205 36 72 21 21 66 82 266 54 21
internal_value=0 -14.0889 -1596.03 -7195.95 -12610.8 -7035.71 15613.5 -14333 -1901.9 -22320 -14565.9 -6701.88 -2527.27 -38297.6 9467.48 4314.73 -29151.2 4776.12 8346.1 -644.655 14094.3 -53592.5 -29757.3 -13959.7 24706.3 26331.1 37623.4 14018.5 56250.1 79296.2
internal_weight=0 3.40852e+06 16923 8690 4296 2729 665 2064 4394 1567 1055 422 4358 512 52 8233 716 8123 3700 1443 2257 95 110 302 715 694 362 332 157 75
internal_count=4318164 3408525 16923 8690 4296 2729 665 2064 4394 1567 1055 422 4358 512 52 8233 716 8123 3700 1443 2257 95 110 302 715 694 362 332 157 75
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=31
num_cat=0
split_feature=5 0 3 0 1 0 1 0 0 0 0 0 1 3 0 1 0 1 3 0 4 3 4 3 4 0 0 0 1 0
split_gain=3.21249e+11 1.36852e+12 1.34834e+12 5.40356e+12 3.08045e+12 2.13114e+13 5.28156e+12 3.49044e+12 7.3311e+12 2.35106e+12 5.88073e+12 2.01956e+12 5.37202e+12 8.62015e+12 4.38741e+12 7.98676e+12 4.04815e+12 3.93116e+12 1.00753e+13 9.00867e+12 5.15218e+12 1.1352e+13 1.12309e+13 5.14276e+12 3.67407e+12 3.06857e+12 7.40538e+12 5.00193e+12 3.62997e+12 2.91669e+12
threshold=225.45000000000002 63.563300600000012 2.5000000000000004 59.609407350000005 82.964402850000013 53.340367100000002 61.880021000000006 55.183525900000006 53.145783300000012 45.070824200000011 44.039893800000009 56.852744000000008 65.551978750000004 7.5000000000000009 56.782419000000012 60.601268000000012 56.501468900000013 56.135466100000009 13.500000000000002 57.60800230000001 2.5000000000000004 7.5000000000000009 4.5000000000000009 8.5000000000000018 5.5000000000000009 57.641335050000002 59.609407350000005 59.916647550000008 30.410108300000001 56.320495600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 9 10 -2 14 17 -14 16 -16 29 19 20 -13 -19 -22 -23 24 25 -21 -27 -28 -29 -4
right_child=1 -3 11 -5 5 -7 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 18 -20 23 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.85732179098133621 12453.699462890625 25744.332830255684 787.02333469243558 -55852.193457031251 -49360.413756793481 82785.455664062509 -50265.11825 18137.299421812997 -55138.783593750006 16170.024960937501 -44410.538911290321 58346.73176305434 7326.7235176282047 86794.51060267858 2960.6704503676474 -74365.862926136368 31656.688988095237 25949.323869728556 -75965.544999999998 -50446.079531249998 -61795.938085937501 -41011.44971590909 52411.358870967742 19901.862910320378 23379.318376922609 31330.697223977484 -60432.056313852168 10653.212150493422 -41152.32386532738 -23315.043723192401
leaf_weight=4313902 44 22 3237 20 23 26 25 63 29 55 31 34 39 21 34 22 42 49 20 20 32 22 31 119 32 34 26 38 21 51
leaf_count=4313902 44 22 3237 20 23 26 25 63 29 55 31 34 39 21 34 22 42 49 20 20 32 22 31 119 32 34 26 38 21 51
internal_value=0 867.76 738.684 -5545.34 -2146.23 20757.8 -6689.94 -1782.83 -9675.71 466.057 -11050.2 1244.74 6936.1 35140.4 340.438 -27417.6 807.24 3395.81 -9758.21 9648.03 123.486 -14764.4 13632.1 3938.52 -7170.47 -14203.5 -8112.32 -23889.5 -7786.05 413.177
internal_weight=0 4262 4240 316 296 49 247 222 159 130 75 3924 538 60 3386 56 3330 478 154 324 134 85 53 290 171 139 119 85 59 3288
internal_count=4318164 4262 4240 316 296 49 247 222 159 130 75 3924 538 60 3386 56 3330 478 154 324 134 85 53 290 171 139 119 85 59 3288
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 6 3 0 1 1 2 3 0 0 0 1 1 1 2 4 1 1 0 1 2 3 0 0
split_gain=3.23847e+11 4.1577e+12 2.49411e+13 3.91718e+13 2.7218e+13 2.06432e+13 2.49293e+13 2.03215e+13 4.11296e+13 3.08965e+13 3.80424e+13 2.5198e+13 2.59242e+13 3.17339e+13 2.46302e+13 2.71104e+13 3.50124e+13 3.09955e+13 2.20945e+13 2.73735e+13 2.07642e+13 2.07547e+13 2.05264e+13 1.88613e+13 1.79065e+13 1.70761e+13 1.61152e+13 2.47166e+13 1.49684e+13 2.68075e+13
threshold=64.020000000000024 64.405000000000015 30.278357500000002 39.925119750000007 20.507360500000004 59.963407450000012 60.003414000000006 1.5000000000000002 23.500000000000004 59.932719750000011 37.436176200000013 30.370618100000005 3.5000000000000004 11.500000000000002 51.67657710000001 55.762622900000004 55.751981950000008 37.692869000000009 37.620907050000007 37.642309100000013 12.500000000000002 1.0000000180025095e-35 37.533784800000006 30.434657650000002 59.990816400000007 30.259484550000003 2.5000000000000004 8.5000000000000018 59.950068600000009 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 26 25 -7 9 23 10 -4 12 -11 -14 -12 16 22 -18 21 -20 24 -17 -16 28 -15 -6 27 -2 29 -9
right_child=1 -3 3 -5 5 6 -8 8 -10 11 14 -13 13 20 15 18 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=14.519220000021484 -16512.198437499999 -30.065927983785368 -24337.505288474538 -6959.8320293988918 -36193.125208809215 73708.775981841216 -23641.725484894137 15163.283352726065 -47156.652172994334 108703.43254016287 -11153.232438286552 -19883.120277343751 -54750.0699092742 137208.5415907118 -10914.161747116816 -54539.610085227272 196930.08489583334 52491.999439102568 -46088.581150793652 12713.102932896862 -10499.459978693183 49942.115358537951 38614.740234137971 6751.4401500470885 47998.379620768232 -119783.22518028846 -2885.5326199865649 134009.79524739584 3252.4720252202565 -78951.298391544129
leaf_weight=3370694 20 937514 289 4748 407 37 91 47 171 71 274 50 31 36 105 22 24 39 126 213 33 140 412 2097 60 26 157 24 121 85
leaf_count=3370694 20 937514 289 4748 407 37 91 47 171 71 274 50 31 36 105 22 24 39 126 213 33 140 412 2097 60 26 157 24 121 85
internal_value=0 -51.6532 -2084.43 -643.512 -19470 -30782.8 4498.65 6101.85 194.108 13838.7 8600.99 44482.1 58413.9 36098 15626.2 22414 37132.4 107516 5374.76 -9142.39 57929.7 35753.2 28555.7 3639.63 81452.2 -41212.4 12104.3 65590.7 -22152.7 -45440.8
internal_weight=0 947470 9956 9194 762 561 128 4446 2521 1925 1644 281 231 160 1355 1081 580 63 501 339 129 162 517 2350 96 433 201 44 253 132
internal_count=4318164 947470 9956 9194 762 561 128 4446 2521 1925 1644 281 231 160 1355 1081 580 63 501 339 129 162 517 2350 96 433 201 44 253 132
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=31
num_cat=0
split_feature=5 5 1 5 0 0 0 3 0 0 3 0 3 3 1 1 0 0 1 0 1 1 2 2 4 2 1 0 0 2
split_gain=3.35016e+11 4.39618e+12 1.40437e+13 5.36286e+13 2.89015e+13 5.94913e+13 3.66149e+13 5.42726e+13 3.14462e+13 3.26691e+13 3.32949e+13 3.17467e+13 4.39522e+13 3.61698e+13 9.5702e+13 5.66132e+13 6.0483e+13 8.27541e+13 3.16583e+13 3.15782e+13 4.6525e+13 3.01176e+13 2.79938e+13 5.59799e+13 2.74293e+13 3.27579e+13 6.33768e+13 5.33615e+13 2.71675e+13 2.68333e+13
threshold=47.005000000000003 50.005000000000003 37.792847950000002 49.995000000000012 55.518428350000008 55.551692500000009 55.416472000000006 14.500000000000002 55.87722990000001 55.701368300000006 13.500000000000002 55.708120100000009 10.500000000000002 9.5000000000000018 37.559851850000008 37.542000650000013 55.806974650000008 55.745923000000012 37.342273500000012 55.777112100000004 37.362912300000012 37.417247200000006 10.500000000000002 6.5000000000000009 2.5000000000000004 6.5000000000000009 37.692869000000009 55.769960200000007 55.820531900000013 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8 9 10 21 12 -11 14 19 18 17 -17 -15 20 -13 -7 23 29 25 26 27 -16 -18 -19
right_child=1 -3 -4 4 5 8 7 -9 -10 11 -12 13 -14 15 24 16 28 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-28.549917317791063 172.58906979113965 -22.862727608714252 93.118968060855593 3672.8947966282522 71486.523638477447 26861.704113976433 -13319.124383402981 -135604.76744650138 6004.7635868291291 -10967.14959375 24549.535247856751 10584.883169880319 153143.83041888298 -15031.030250726746 209814.12490234376 65593.995729166665 118351.24583333333 -111628.86704963236 54193.306086554279 29309.100123716205 -156128.02896634614 -33632.909393893977 -14144.40168918919 -195773.37604166669 28269.333330502719 203144.05588235296 -25083.632605698531 67275.598828125003 4699.8595096982763 20566.015258789062
leaf_weight=2105789 31125 1964810 207455 2411 167 118 172 46 4150 25 452 47 47 86 48 45 33 34 285 178 26 272 37 48 46 34 34 58 58 28
leaf_count=2105789 31125 1964810 207455 2411 167 118 172 46 4150 25 452 47 47 86 48 45 33 34 285 178 26 272 37 48 46 34 34 58 58 28
internal_value=0 27.1745 424.297 2137.2 8942.81 12590.4 124.245 -39122.5 11001.2 21170.4 6078.29 31786.6 96160.9 27666.7 48795.5 12450.1 -21237.1 -53063.9 38146.7 6594.34 -48792.3 -15329.4 -89387.7 -114697 96943.2 115098 93715.9 131821 45914.1 -51928
internal_weight=0 2.21238e+06 247565 40110 8985 6356 2629 218 6189 2039 842 1197 72 1125 471 654 283 192 371 251 73 390 147 110 220 174 140 106 91 62
internal_count=4318164 2212375 247565 40110 8985 6356 2629 218 6189 2039 842 1197 72 1125 471 654 283 192 371 251 73 390 147 110 220 174 140 106 91 62
is_linear=0
shrinkage=0.1


Tree=4373
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 0 5 5 5 6 3 2 2 3 2 0 3 2 3 5 0 5 3 2 5 3 5 5 5 3
split_gain=3.25626e+11 8.35355e+12 1.20196e+13 1.0969e+13 1.7779e+13 1.4935e+13 2.77668e+13 1.61017e+13 1.28828e+13 3.81537e+13 3.04324e+13 3.08581e+13 4.861e+13 9.46997e+13 2.91944e+13 2.66012e+13 1.96466e+13 1.94691e+13 1.73106e+13 1.45957e+13 2.85466e+13 4.15109e+13 2.9404e+13 2.50291e+13 2.66822e+13 3.79452e+13 2.8219e+13 2.36364e+13 1.89625e+13 6.72482e+13
threshold=39.718803500000007 39.739656000000004 55.708120100000009 46.010000000000012 47.249522000000006 47.287300150000007 116.06000000000002 87.395000000000024 132.05000000000004 1.5000000000000002 4.5000000000000009 4.5000000000000009 2.5000000000000004 6.5000000000000009 7.5000000000000009 47.222459950000008 19.500000000000004 11.500000000000002 10.500000000000002 112.04500000000002 47.228519500000004 114.05000000000001 19.500000000000004 2.5000000000000004 123.15000000000002 15.500000000000002 125.85000000000001 123.15000000000002 116.06000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 19 -10 -11 12 -12 -14 15 -13 17 18 -16 -5 21 -21 23 -23 28 26 -26 -24 -25 -30
right_child=1 -3 -4 5 -6 6 -8 -9 9 10 11 14 13 -15 16 -17 -18 -19 -20 20 -22 22 27 24 25 -27 -28 -29 29 -31
leaf_value=-31.555219474735409 -2248.4723119421469 2.10036830359926 -23836.095774915542 4776.5550494422023 4939.709787814837 -991.65932326521806 79968.466611328127 -22099.342589632823 111686.38602241849 40233.947230113641 34809.044828464677 -13776.711518429489 -283248.33100000001 -23491.58181152344 -89516.731406250008 113977.9080357143 2962.9113564768145 -117369.50152698865 39027.961931818187 175538.75191406251 -27994.60617342862 -21352.146889467593 -99572.335885416673 21043.114646957863 -88420.229385080645 132554.03525815217 30499.917745535717 33571.648958333331 229125.81961945567 47739.550579427087
leaf_weight=1860914 11611 2423382 185 13260 4890 2629 40 419 23 66 23 39 25 32 20 28 62 44 22 20 88 54 30 33 31 23 56 24 31 60
leaf_count=1860914 11611 2423382 185 13260 4890 2629 40 419 23 66 23 39 25 32 20 28 62 44 22 20 88 54 30 33 31 23 56 24 31 60
internal_value=0 23.8973 1583.55 1723.16 -118.286 3491.62 -2806.98 -3893.27 4871.65 -13193.5 -21149.8 -34883.1 -87904.1 -137420 -15154.4 39613.3 -39947.8 -70883.5 -22183.8 5377.63 23089.3 35507.5 27318.5 40015.2 54177 18324.6 -11873.9 -40397.2 85981.4 109530
internal_weight=0 2.45725e+06 33868 33683 16501 17182 3088 3048 14094 384 361 295 80 57 215 67 148 86 42 13710 450 362 342 288 234 110 87 54 124 91
internal_count=4318164 2457250 33868 33683 16501 17182 3088 3048 14094 384 361 295 80 57 215 67 148 86 42 13710 450 362 342 288 234 110 87 54 124 91
is_linear=0
shrinkage=0.1


Tree=4374
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 5 1 1 1 1 2 3 2 3 1 3 4 3 3 5 4 5 5 1 5 6 3 3 2 1
split_gain=3.48283e+11 8.12547e+12 1.44545e+13 1.15399e+13 2.17368e+13 1.41228e+13 1.01871e+13 1.53179e+13 2.62322e+13 3.16231e+13 2.61174e+13 5.27071e+13 2.89899e+13 4.64532e+13 3.33621e+13 3.08505e+13 3.26376e+13 3.85997e+13 3.93493e+13 3.098e+13 2.81637e+13 2.78011e+13 3.00987e+13 2.679e+13 2.46371e+13 3.59293e+13 2.32607e+13 2.08326e+13 2.07416e+13 3.69735e+13
threshold=43.592450450000008 39.718803500000007 77.715000000000018 40.205000000000005 47.815000000000005 57.995000000000012 39.726951800000002 39.787929450000007 39.753614400000011 39.739656000000004 7.5000000000000009 14.500000000000002 8.5000000000000018 16.500000000000004 39.767857750000005 11.500000000000002 2.5000000000000004 14.500000000000002 17.500000000000004 97.050000000000011 1.5000000000000002 51.015000000000008 43.810000000000009 39.767857750000005 54.990000000000002 1.5000000000000002 24.500000000000004 7.5000000000000009 1.5000000000000002 39.767857750000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3 8 9 26 11 24 13 14 20 -14 17 -17 23 -18 -12 22 -13 -19 -10 -26 -8 28 -27 -30
right_child=-2 6 -4 4 5 -7 7 -9 10 -11 12 21 15 -15 -16 16 19 18 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-6465.2839572485955 3.9233784550877617 -3905.9606568507243 -52963.957187500004 142971.93559782612 -25157.990384615387 83705.659730113635 7776.8756989649619 -397.8334225154083 4538.2435381737187 -8646.7957373748141 84824.162726814524 -46482.136590909096 -69754.994816545761 204351.23498641304 142030.63287037038 74976.8694866312 151199.32073479731 -181390.24196428573 18540.598778044874 18969.367463235296 -40214.871875000004 -94622.941294409524 94248.864136904769 -25169.484646739133 110457.49977678571 88051.010348252123 -89084.79240625001 -8210.399894919592 40902.390439261646 -32649.092727938569
leaf_weight=36 4237296 6948 20 23 26 22 2986 65941 1335 2276 31 55 35 23 27 58 37 21 78 34 43 71 21 23 49 59 25 171 306 88
leaf_count=36 4237296 6948 20 23 26 22 2986 65941 1335 2276 31 55 35 23 27 58 37 21 78 34 43 71 21 23 49 59 25 171 306 88
internal_value=0 -205.576 25068.8 39654.4 63039 24737.8 -245.331 99.3365 4274.56 248.633 12572.8 8171.46 35707 76090.4 46882.5 18198 30462.4 7815.18 -24114.2 87877.9 12166.3 -49629.4 -7595.94 -99729.4 12402.9 28003.7 6972.64 21528.9 32755 24474.6
internal_weight=0 80868 127 107 71 48 80741 73793 7852 5287 2565 2155 410 124 101 286 251 180 122 71 74 147 76 44 2008 673 3011 624 453 394
internal_count=4318164 80868 127 107 71 48 80741 73793 7852 5287 2565 2155 410 124 101 286 251 180 122 71 74 147 76 44 2008 673 3011 624 453 394
is_linear=0
shrinkage=0.1


Tree=4375
num_leaves=31
num_cat=0
split_feature=5 1 0 3 5 1 4 0 1 0 5 0 4 0 3 3 0 0 3 0 0 1 3 3 3 1 1 3 1 1
split_gain=3.08749e+11 3.75695e+12 8.05812e+12 7.72494e+12 7.01809e+12 5.57188e+12 5.6919e+12 1.33365e+13 6.84919e+12 8.34648e+12 1.31061e+13 6.83019e+12 5.5092e+12 8.66071e+12 5.87351e+12 5.41432e+12 5.16814e+12 5.14881e+12 5.45704e+12 4.87199e+12 4.77475e+12 4.76277e+12 7.34889e+12 4.87042e+12 5.23191e+12 5.79566e+12 8.34022e+12 4.94524e+12 4.55968e+12 1.22175e+13
threshold=27.010000000000002 30.425002000000003 59.834458500000004 26.500000000000004 25.005000000000006 37.098288800000006 2.5000000000000004 59.882016200000002 30.578016350000002 59.932719750000011 23.035000000000004 59.939091550000008 1.0000000180025095e-35 59.990816400000007 24.500000000000004 24.500000000000004 44.678200800000006 60.035045000000004 20.500000000000004 56.054485600000007 60.003414000000006 30.278357500000002 24.500000000000004 18.500000000000004 23.500000000000004 30.388336800000001 30.315880100000005 20.500000000000004 37.582182450000005 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 21 6 8 19 9 -3 -11 -12 13 14 -13 16 -10 -15 -19 -8 -5 -4 23 -23 25 26 -25 -28 29 -7
right_child=-2 5 3 20 -6 28 7 -9 15 10 11 12 -14 17 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4550.9931551874815 -5.406410165592451 -3761.4977304751624 1458.4360032927477 32874.655524236507 -6609.8560744956376 161.4111465621481 -22806.998471467392 -82142.955258413465 -17233.796940104166 -1635.852683992865 64624.894986979169 22124.88626563756 -5529.9544032603008 -31622.389520263674 64790.908637152781 -12416.476402233493 10032.642956624793 14525.990829099832 -3982.6155164563979 44678.197304687499 5259.0788970525364 -3105.9609761336064 12698.732775083814 -11981.087626359271 2194.279708678464 -4121.638746279762 -64892.562358469208 -23591.840513061525 333.69383346761174 -6082.145336972123
leaf_weight=1903 4148570 2018 3574 88 3506 12307 23 26 72 1573 24 311 179 32 36 124 2014 564 222 20 217 3232 261 148 166 168 69 50 132462 4205
leaf_count=1903 4148570 2018 3574 88 3506 12307 23 26 72 1573 24 311 179 32 36 124 2014 564 222 20 217 3232 261 148 166 168 69 50 132462 4205
internal_value=0 132.25 -1475.84 -2474.97 -2903.56 270.008 2979.51 -25604.5 3254.63 1191.2 4589.55 11747.8 10803.6 13313.2 26551.3 7884.74 9091.52 7697.56 9298.37 8581.46 13226.9 -1208.95 -3537.53 -4643.11 -12909.4 -18673.1 -27829.1 -47539.3 138.365 -1428.59
internal_weight=0 169594 13382 11479 11174 156212 7238 69 7169 4959 2941 1368 1344 1165 347 2210 2086 818 786 43 305 7668 4094 3833 601 435 267 119 148974 16512
internal_count=4318164 169594 13382 11479 11174 156212 7238 69 7169 4959 2941 1368 1344 1165 347 2210 2086 818 786 43 305 7668 4094 3833 601 435 267 119 148974 16512
is_linear=0
shrinkage=0.1


Tree=4376
num_leaves=31
num_cat=0
split_feature=4 5 3 1 0 3 1 0 2 3 1 0 0 3 1 1 2 0 1 5 3 5 5 1 1 1 1 2 5 5
split_gain=3.08497e+11 5.70645e+12 7.77404e+12 1.41992e+13 1.29485e+13 1.9978e+13 3.16496e+13 1.21016e+13 1.10973e+13 1.07655e+13 1.05362e+13 1.04765e+13 3.17042e+13 1.76629e+13 1.26759e+13 1.20649e+13 1.15725e+13 9.65344e+12 7.76692e+12 1.76055e+13 2.01479e+13 1.63864e+13 1.23957e+13 1.22362e+13 7.73585e+12 1.70076e+13 1.69141e+13 3.22092e+13 4.27648e+13 9.39004e+13
threshold=3.5000000000000004 76.730000000000018 10.500000000000002 30.226173900000003 57.692655200000004 17.500000000000004 37.487839250000007 55.551692500000009 15.500000000000002 19.500000000000004 49.148175700000003 55.734663800000007 55.645049100000001 15.500000000000002 37.642309100000013 37.597123000000003 12.500000000000002 55.755036050000008 30.323743050000001 73.405000000000015 8.5000000000000018 69.610000000000014 65.50500000000001 30.332994000000003 82.871296800000025 82.907204800000002 82.911991800000024 9.5000000000000018 125.85000000000001 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 18 -4 5 11 -7 9 -6 -8 -9 12 16 14 -14 -15 -5 -13 19 20 -2 22 -22 -20 -3 -26 27 28 -27 -30
right_child=1 24 3 4 8 6 7 10 -10 -11 -12 17 13 15 -16 -17 -18 -19 23 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-4.5649460077519937 -6497.4320096957199 -750.88382517023683 47128.452619140626 -12341.182487592305 -26738.771965929336 137397.52855113635 30988.04311419548 59285.942607555655 15013.2089609375 -28060.308389756945 -2664.9973727139563 53680.623943014711 15895.831372974537 -162766.9756875 -89140.798496093761 -58563.138124999998 44394.046121587991 -1930.6974460711945 55300.649300508725 -37205.089599302279 36445.298776112431 9448.3680702110396 144089.75093750001 1916.7993193380084 11909.201175654372 -13999.431015610766 1349.6463986314798 -54335.585537939136 227536.11145833335 6839.894371811225
leaf_weight=4195778 922 69886 50 292 421 22 47 73 75 90 44 34 27 25 20 20 41 381 43 159 23 77 20 29053 1447 686 18133 153 24 98
leaf_count=4195778 922 69886 50 292 421 22 47 73 75 90 44 34 27 25 20 20 41 381 43 159 23 77 20 29053 1447 686 18133 153 24 98
internal_value=0 156.501 1305.1 -5353.93 -6981.79 -1006.83 22334.7 12368.6 -20425.5 -7802.84 35988.2 -8676.18 -19711.8 -71674.6 -28800.6 -116454 -5355.76 2625.41 1670.4 -6210.39 -1480.87 37063 86512.5 1995.69 -249.442 1456.6 664.468 -12264.1 -4297.57 50255.5
internal_weight=0 122386 31959 1662 1612 1116 276 254 496 137 117 840 425 92 47 45 333 415 30297 1201 1042 120 43 29096 90427 20541 19094 961 808 122
internal_count=4318164 122386 31959 1662 1612 1116 276 254 496 137 117 840 425 92 47 45 333 415 30297 1201 1042 120 43 29096 90427 20541 19094 961 808 122
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 4 2 1 5 2 3 5 1 5 2 2 5 5 3 5 5 5 5 2 2 2 3 1 5 2
split_gain=3.31567e+11 4.13797e+12 1.60909e+13 1.8121e+13 1.45784e+13 1.82842e+13 1.78294e+13 1.23925e+13 3.12403e+13 2.76338e+13 1.88529e+13 3.56773e+13 2.70637e+13 2.74085e+13 2.2867e+13 2.14841e+13 3.04081e+13 1.69371e+13 1.54792e+13 1.35271e+13 2.05094e+13 1.235e+13 1.30937e+13 1.09282e+13 9.72824e+12 9.13754e+12 8.81037e+12 8.77925e+12 8.22514e+12 8.10321e+12
threshold=9.5000000000000018 43.514103700000014 43.465905150000005 24.010000000000002 125.85000000000001 3.5000000000000004 16.500000000000004 39.969502550000009 91.050000000000011 8.5000000000000018 15.500000000000002 60.905000000000008 39.899261850000009 37.995000000000012 7.5000000000000009 6.5000000000000009 58.995000000000012 77.00500000000001 10.500000000000002 44.905000000000008 59.810000000000009 44.905000000000008 40.905000000000008 4.5000000000000009 4.5000000000000009 9.5000000000000018 10.500000000000002 43.048525950000005 150.04500000000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 10 -10 11 12 14 26 24 16 -12 18 29 25 -21 22 -15 -13 -5 -17 -14 -6 -29 -9
right_child=1 -3 3 4 27 -7 -8 17 9 -11 15 23 13 21 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-30.699823543186508 -14.112283223404715 36.82809672408807 62258.183551520277 27738.947998046875 -98641.093619791674 27868.170714495933 67205.804391381054 -12473.566207357486 -18068.417255434786 138697.46509232954 -1869.5148046875001 -65417.206310096153 -48757.953984375003 -69134.665786830359 101081.8585 -33027.204659598217 146324.30859375 -19896.212948356377 16677.057455765575 -103444.20811035157 -3960.739416787791 -44067.828667039139 -160881.06830357143 -152699.71866683962 -55620.183236258374 43615.677500000005 9493.0843380489878 -48845.151856704906 3306.1382174744899 1519.713070777646
leaf_weight=1938624 15265 2360585 37 28 21 146 31 855 23 22 45 26 40 35 25 28 20 666 380 40 43 52 28 32 28 35 74 79 49 802
leaf_count=1938624 15265 2360585 37 28 21 146 31 855 23 22 45 26 40 35 25 28 20 666 380 40 43 52 28 32 28 35 74 79 49 802
internal_value=0 25.0113 -1446.61 -7372.63 -8077.9 -6775.21 -8281.44 -8984.81 -21687.1 58572.7 -27924.9 -41588.6 -28120.5 -45693.2 21560.1 -4094.48 43728.6 -6052.42 -1526.17 -25385.6 -51904.6 -80138.4 -109911 -113573 -13940.6 9552.17 -10945.9 -38712.9 -28881 -5700.72
internal_weight=0 2.37954e+06 18955 3690 3653 3504 3358 3327 624 45 579 368 310 229 81 211 65 2703 2037 146 83 115 63 58 56 63 114 149 128 1657
internal_count=4318164 2379540 18955 3690 3653 3504 3358 3327 624 45 579 368 310 229 81 211 65 2703 2037 146 83 115 63 58 56 63 114 149 128 1657
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=31
num_cat=0
split_feature=5 4 0 0 4 1 0 2 1 1 3 0 0 0 3 3 0 4 4 1 1 3 6 1 1 1 3 0 2 0
split_gain=2.98343e+11 1.17284e+12 2.76942e+12 4.3065e+12 5.58118e+12 8.85161e+12 5.5685e+12 3.45801e+12 3.11563e+12 5.01776e+12 7.76456e+12 5.12262e+12 1.4049e+13 6.95016e+12 9.99649e+12 1.6081e+13 9.10321e+12 6.00431e+12 5.93447e+12 1.05421e+13 5.91302e+12 5.63913e+12 7.9018e+12 4.8709e+12 6.97182e+12 5.73799e+12 4.78755e+12 4.81345e+12 7.16996e+12 4.57129e+12
threshold=225.45000000000002 3.5000000000000004 56.093493200000005 56.782419000000012 1.5000000000000002 46.037218400000008 56.852744000000008 3.5000000000000004 103.85249100000001 86.067573200000012 8.5000000000000018 54.484631300000011 54.959412650000012 55.020029900000004 9.5000000000000018 10.500000000000002 55.120365700000008 2.5000000000000004 2.5000000000000004 49.177301950000007 56.022377500000012 15.500000000000002 1.5000000000000002 47.554129950000011 47.473138800000008 60.837513500000007 14.500000000000002 55.834684950000003 9.5000000000000018 55.299834250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 -5 -7 9 11 -11 21 20 -14 16 -16 -15 26 29 -20 -13 23 -23 24 -2 -25 -17 28 -28 -18
right_child=1 -3 3 6 5 7 -8 -9 -10 10 -12 12 13 14 15 17 18 -19 19 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.82619375976697984 5466.4948819552774 -750.24319189985056 48551.734138849431 -33019.278592722047 -33860.905249023439 11226.025932459677 7091.9896427744452 63065.299644886371 -26562.105347842265 57446.112383868247 -18684.934970238097 -28494.153578814341 42665.015365600586 -80294.226349431832 92557.745205965912 -48173.237740384619 35917.6195390625 36375.229861111111 -80552.484322916673 11827.441234188989 -94144.770151154895 -54398.269061444262 2462.0255913628475 34930.451015412706 -50669.256385869572 -6232.2724222819015 42955.774559887039 -42036.762929687502 -24115.305078125002 -10555.691720359913
leaf_weight=4313902 581 2226 55 38 32 31 388 22 42 37 21 34 32 22 22 26 25 36 30 21 23 37 72 115 23 48 37 20 28 138
leaf_count=4313902 581 2226 55 38 32 31 388 22 42 37 21 34 32 22 22 26 25 36 30 21 23 37 72 115 23 48 37 20 28 138
internal_value=0 836.251 2570.8 8514.49 23730.3 7669.35 3513.99 32744.2 282.276 1071.82 29881.4 -147.861 -8290.67 -2200.14 -5745.04 12820.6 -19039.9 887.102 -12742.7 -42513.7 -54984.8 4444.09 -16839.2 7468.7 3328.88 22808.9 -10622.6 863.528 14063.6 -3427.88
internal_weight=0 4262 2036 566 140 85 426 53 1470 1428 58 1370 494 437 405 169 236 147 214 51 57 876 109 767 604 163 111 85 65 163
internal_count=4318164 4262 2036 566 140 85 426 53 1470 1428 58 1370 494 437 405 169 236 147 214 51 57 876 109 767 604 163 111 85 65 163
is_linear=0
shrinkage=0.1


Tree=4379
num_leaves=31
num_cat=0
split_feature=1 0 0 0 5 3 1 3 0 0 6 1 3 1 3 0 3 0 3 5 3 5 5 4 5 5 1 0 3 5
split_gain=2.8454e+11 1.54089e+12 5.53338e+12 2.08757e+13 2.40499e+13 1.24969e+13 1.14635e+13 2.00488e+13 1.71551e+13 2.4388e+13 2.27446e+13 2.10266e+13 1.88398e+13 1.4241e+13 1.77937e+13 1.35276e+13 1.22676e+13 1.09278e+13 9.9997e+12 8.8664e+12 9.62791e+12 1.24723e+13 9.97829e+12 1.22402e+13 1.06435e+13 1.00949e+13 7.96242e+12 1.35901e+13 9.65908e+12 2.28383e+13
threshold=83.000022850000008 53.719078300000007 54.736324100000012 54.648549400000007 36.995000000000012 17.500000000000004 91.398302750000013 11.500000000000002 54.194619400000008 53.973051950000006 1.5000000000000002 86.192907650000009 5.5000000000000009 86.192907650000009 3.5000000000000004 54.484631300000011 3.5000000000000004 54.484631300000011 4.5000000000000009 44.605000000000011 5.5000000000000009 110.05000000000001 79.730000000000018 2.5000000000000004 63.855000000000011 60.610000000000007 91.910414550000013 54.484631300000011 6.5000000000000009 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 9 13 12 15 -10 14 -3 -12 -11 -13 -17 -15 -21 22 23 25 -25 -22 28 -28 29 -8
right_child=1 2 -4 4 -6 -7 26 -9 10 16 11 17 -14 19 -16 18 -18 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=9.6556806739025554 261.57254745611152 -16944.661688693908 -70.455483897639098 239.68763642871656 -26240.480631951228 35282.057982298196 3674.5357811751051 41928.638818234816 -3030.6327818855407 -2289.2794844297605 -14995.348578270447 10805.193149693883 68434.638248880787 534.08329861472555 -89110.624190167699 9652.4283541135519 -42000.047560135688 -7643.3269408563174 -5531.6795053085843 -11012.987973502866 -3747.8112553022293 76678.308184523819 -28164.32892723399 35043.825474251091 3236.1951792245891 -48191.696616790257 -23360.538335895195 24376.186535002056 -1138.0494994053354 33407.674093804846
leaf_weight=3782924 112010 205 401029 655 720 95 4036 98 63 107 1034 1697 89 2226 41 619 285 396 1449 2433 382 21 121 154 332 59 277 76 4255 276
leaf_count=3782924 112010 205 401029 655 720 95 4036 98 63 107 1034 1697 89 2226 41 619 285 396 1449 2433 382 21 121 154 332 59 277 76 4255 276
internal_value=0 -68.2436 -155.531 -1692.3 -13626.3 -904.379 -1070.2 -3113.76 -3490.62 -6998.01 685.182 -430.43 38814.2 -5412.52 -28972.3 -5656.27 -31160.6 7314.69 -986.727 -4400.69 -7537.42 372.827 -1156.19 2369.14 13315.2 -9693.82 1635.68 -13082.9 2242.16 5577.68
internal_weight=0 535240 423230 22201 1375 20826 20731 11811 11713 6366 5347 5195 152 5974 246 3102 392 2093 2068 5728 3502 1069 1048 927 486 441 8920 353 8567 4312
internal_count=4318164 535240 423230 22201 1375 20826 20731 11811 11713 6366 5347 5195 152 5974 246 3102 392 2093 2068 5728 3502 1069 1048 927 486 441 8920 353 8567 4312
is_linear=0
shrinkage=0.1


Tree=4380
num_leaves=31
num_cat=0
split_feature=1 1 5 4 3 0 0 5 0 5 5 3 5 4 5 5 5 5 3 2 0 0 0 0 5 5 5 5 5 2
split_gain=2.97184e+11 1.97845e+12 4.79199e+12 5.91428e+12 5.80362e+12 9.26671e+12 1.02206e+13 8.16044e+12 6.51868e+12 5.48141e+12 9.83938e+12 8.79173e+12 1.19346e+13 1.82027e+13 8.1809e+12 6.38425e+12 9.01003e+12 6.95196e+12 6.32661e+12 8.99426e+12 5.16682e+12 5.04154e+12 1.09754e+13 1.3849e+13 4.72433e+12 5.57422e+12 5.87587e+12 4.62166e+12 3.92865e+12 1.28687e+13
threshold=104.38035940000002 113.46563545000002 40.405000000000008 1.5000000000000002 4.5000000000000009 51.717367500000009 52.056565900000003 85.020000000000024 51.369916400000001 118.33500000000002 91.050000000000011 9.5000000000000018 92.035000000000011 3.5000000000000004 87.00500000000001 85.91500000000002 84.030000000000015 77.00500000000001 11.500000000000002 6.5000000000000009 55.601678500000013 52.485928400000006 56.802385350000009 63.563300600000012 63.855000000000011 51.815000000000005 42.005000000000003 57.705000000000005 74.610000000000014 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 24 20 8 9 21 -6 10 14 12 -12 -14 15 16 17 -7 19 -19 28 27 -23 -24 25 26 -4 -8 -5 -30
right_child=1 -3 3 4 5 6 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=2.6394537996242597 1686.210700153187 225.71047127990835 -19730.757298453198 -10391.857735783207 -13570.306459390684 3508.1332824760716 -1494.6298931910519 -43198.478224916813 -61388.29989149305 44569.537512600808 -90369.488574218762 15797.753751001605 46856.475781250003 -61131.444415118247 48166.852949218752 -46663.581452824525 57654.446549479166 -3116.4848715728185 26840.794928175404 -48023.05852399554 18159.129943689124 31348.843758336508 -74592.875360576931 3402.7142021804561 31502.328605468752 -36088.884339887642 269.49555680358293 -9791.3078697636447 -20667.415008031545 27933.32640765766
leaf_weight=4274890 4138 28515 280 1346 137 4548 1422 54 36 31 32 39 27 37 40 26 30 106 31 77 77 123 26 183 25 89 309 1272 107 111
leaf_count=4274890 4138 28515 280 1346 137 4548 1422 54 36 31 32 39 27 37 40 26 30 106 31 77 77 123 26 183 25 89 309 1272 107 111
internal_value=0 -260.743 -1200.59 -2325.3 -1697.05 -619.953 -131.076 -4666.7 -23520.9 2649.52 2389.25 -24240.4 -40505.9 -15574 3129.27 2755.36 3023.49 2679.32 -14934.9 -22011.6 -7129.8 -3979.09 7648.16 -6300.09 -11188.7 -12762.9 -9238.26 -5411.99 -8374.84 4078.83
internal_weight=0 43274 14759 10621 9918 8277 8104 3080 173 5024 4993 135 96 64 4858 4818 4792 4762 214 183 1641 3026 332 209 703 678 589 2694 1564 218
internal_count=4318164 43274 14759 10621 9918 8277 8104 3080 173 5024 4993 135 96 64 4858 4818 4792 4762 214 183 1641 3026 332 209 703 678 589 2694 1564 218
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=31
num_cat=0
split_feature=3 3 5 5 6 0 5 0 1 5 5 2 2 0 1 1 1 0 5 0 0 0 0 4 1 2 1 5 5 2
split_gain=2.94428e+11 2.85208e+12 8.04246e+12 3.50624e+13 2.20689e+13 2.46681e+13 3.71498e+13 5.08543e+13 2.68698e+13 2.58499e+13 2.2702e+13 2.53282e+13 2.52902e+13 2.7312e+13 2.38703e+13 4.19861e+13 3.03501e+13 2.67932e+13 3.61294e+13 2.33711e+13 2.24842e+13 8.48318e+13 8.04009e+13 2.91542e+13 2.49635e+13 2.7163e+13 2.5016e+13 4.17516e+13 6.14103e+13 2.47367e+13
threshold=10.500000000000002 14.500000000000002 86.02500000000002 79.010000000000005 1.5000000000000002 55.039751500000008 105.35000000000001 55.043101600000007 30.243224600000001 102.01000000000001 125.85000000000001 1.5000000000000002 9.5000000000000018 59.990816400000007 30.226173900000003 37.39371280000001 37.542000650000013 55.826364100000013 110.05000000000001 59.863160500000006 54.986619450000006 54.934662400000008 54.970187400000007 4.5000000000000009 39.036172050000012 8.5000000000000018 39.630124250000001 90.015000000000015 89.00500000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 20 7 -7 9 -9 12 -12 14 19 -8 17 -17 18 -16 -14 21 24 -23 -22 -6 -26 27 28 -27 -24
right_child=1 -3 4 -5 5 6 10 8 -10 -11 11 -13 13 -15 15 16 -18 -19 -20 -21 23 22 29 -25 25 26 -28 -29 -30 -31
leaf_value=20.32970570214551 -209.72107065782512 32.642002351988026 -2900.0411773342671 -5211.5489150605881 -6182.0112380016863 96774.993222364748 43033.169001116075 -7773.6831696371273 10833.628347604203 -112036.53065625002 94398.501858428033 5851.1347498937967 5546.0275721871076 -60781.191044560182 -163180.76735351564 65644.289633969907 -10950.305361452971 -32903.041208738039 -18006.713072916667 57781.929523437509 -14149.545093104209 175423.90778186277 129801.63105957031 57470.802620166847 11510.981722670469 19444.766078629033 -7472.1633899988119 3911.407008483513 244200.02875000003 8984.0305303350233
leaf_weight=2688514 280054 1303445 9183 14753 3757 67 70 487 7300 25 33 1531 597 54 40 54 1232 333 30 100 1550 51 20 59 2627 31 1873 163 20 111
leaf_count=2688514 280054 1303445 9183 14753 3757 67 70 487 7300 25 33 1531 597 54 40 54 1232 333 30 100 1550 51 20 59 2627 31 1873 163 20 111
internal_value=0 -33.5389 -297.984 -460.027 1223.5 2928.04 6015.66 10024.5 9280.44 -12864.6 -1737.26 7719.46 -7629.81 7732.34 -14188.6 -16560.2 -7734.05 -44724.9 -100963 13040.4 -668.351 1350.1 68900.4 -11523.3 -101.226 4745.09 -3771.45 28618.4 107584 27429.5
internal_weight=0 1.62965e+06 326205 294807 31398 22215 11953 7879 7812 512 4074 1564 2510 751 1759 1689 1286 403 70 697 10262 8653 182 1609 8471 4714 2087 214 51 131
internal_count=4318164 1629650 326205 294807 31398 22215 11953 7879 7812 512 4074 1564 2510 751 1759 1689 1286 403 70 697 10262 8653 182 1609 8471 4714 2087 214 51 131
is_linear=0
shrinkage=0.1


Tree=4382
num_leaves=31
num_cat=0
split_feature=5 5 3 1 3 3 5 3 3 0 0 1 4 0 0 2 0 0 1 0 3 0 4 1 1 1 1 0 0 2
split_gain=2.9935e+11 2.80589e+12 9.81618e+12 1.55344e+13 1.75345e+13 2.20057e+13 1.87804e+13 1.72887e+13 1.22222e+13 3.1978e+13 4.55995e+13 4.34351e+13 2.66381e+13 2.71194e+13 4.20725e+13 5.99387e+13 2.94665e+13 6.02095e+13 5.02882e+13 2.91991e+13 2.61268e+13 2.44064e+13 3.27193e+13 2.09186e+13 1.95107e+13 2.25555e+13 2.20722e+13 2.69245e+13 1.72954e+13 8.42663e+13
threshold=87.395000000000024 90.015000000000015 16.500000000000004 30.226173900000003 17.500000000000004 18.500000000000004 88.015000000000015 23.500000000000004 22.500000000000004 55.68356880000001 55.619594000000006 37.457850350000008 2.5000000000000004 55.619594000000006 55.674875350000008 8.5000000000000018 55.784980300000008 55.860536450000005 49.201680550000006 55.769960200000007 18.500000000000004 55.708120100000009 2.5000000000000004 37.487839250000007 60.611165000000007 44.005491150000005 47.208373000000009 56.320495600000008 45.013473000000012 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 12 10 11 -10 -5 23 15 -15 18 -18 -16 -20 24 22 -11 -14 25 -19 27 -27 29 -25
right_child=1 -3 3 8 5 6 7 -9 9 21 -12 -13 13 14 16 -17 17 20 19 -21 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=6.4284174827916516 -1921.7156348002063 43.59842488377798 -71520.769176136368 -10201.397436595813 71171.766562500008 -90995.268774414071 -21506.756392898129 55411.390238560271 -104991.3320529514 33964.715256754564 56065.147922681732 6012.5846733764729 -30350.684640134361 -12143.430718249811 -33503.454723127034 95517.726262468612 56814.228995192825 20161.029425373079 90394.031357421889 -49126.920576171877 -4767.0983608188117 -5172.6921638759868 -59121.569445731817 66461.88339179421 52354.348657226568 -101115.43184742647 9018.3478811251061 12779.308526785715 425.45714281934244 -100594.20949835527
leaf_weight=4075234 27697 202686 55 1012 30 32 177 35 36 48 184 1693 207 82 307 140 297 960 60 20 859 3152 177 147 144 51 147 35 2422 38
leaf_count=4075234 27697 202686 55 1012 30 32 177 35 36 48 184 1693 207 82 307 140 297 960 60 20 859 3152 177 147 144 51 147 35 2422 38
internal_value=0 -107.839 -870.542 1449.88 -19992.8 -9649.61 -19586.7 -8808.01 2027.28 -1592.24 8737.9 3701.34 4791.02 7355.65 13804.3 55751 10570.9 14556.2 -15102 55513.8 8840.97 -7444.04 -39263.2 247.044 17583.9 13387 -14523.2 -54762.9 2676.55 32147.7
internal_weight=0 242930 40244 12547 329 274 244 212 12218 5290 1913 1729 6928 5916 3102 222 2880 2493 387 80 2196 3377 225 2814 1337 1193 233 86 2607 185
internal_count=4318164 242930 40244 12547 329 274 244 212 12218 5290 1913 1729 6928 5916 3102 222 2880 2493 387 80 2196 3377 225 2814 1337 1193 233 86 2607 185
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=31
num_cat=0
split_feature=0 0 3 0 3 1 1 1 3 4 1 5 1 0 3 1 1 1 0 5 4 1 5 4 5 0 1 1 5 3
split_gain=2.86212e+11 3.50372e+12 1.9148e+13 1.68201e+13 1.35466e+13 1.36329e+13 1.92005e+13 1.83243e+13 2.91492e+13 2.23114e+13 1.2633e+13 1.5227e+13 1.32929e+13 2.2622e+13 7.58703e+13 5.82304e+13 1.7229e+13 1.96056e+13 1.67351e+13 1.63263e+13 2.73543e+13 2.1996e+13 1.69184e+13 1.5954e+13 1.55893e+13 1.31231e+13 1.60433e+13 1.27938e+13 4.04427e+13 3.44777e+13
threshold=54.762542150000009 53.973051950000006 5.5000000000000009 54.194619400000008 23.500000000000004 37.615058950000012 37.559851850000008 45.148007750000012 12.500000000000002 2.5000000000000004 54.845880150000006 43.605000000000011 39.787929450000007 54.648549400000007 12.500000000000002 30.578016350000002 39.666208800000007 39.488326500000007 54.484631300000011 70.50500000000001 3.5000000000000004 39.739656000000004 150.04500000000004 2.5000000000000004 81.00500000000001 54.708501450000007 55.957851400000003 55.957851400000003 85.020000000000024 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 -7 12 25 13 14 19 -15 17 -17 -16 -5 21 23 -22 24 -21 26 -12 28 -13 -30
right_child=-2 2 3 10 -6 7 -8 -9 -10 -11 11 27 -14 15 18 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-13.082006244183056 -16.522422395476468 -1125.5242029168585 -27160.368967584982 15145.64632542618 67192.48694525825 -5202.5417941958949 36670.793503884714 7985.7469561536927 16695.172803092748 -39248.439092207373 11393.495815273551 5505.8081487775125 -3867.3637283298685 264.75249838836334 19473.038493553973 -28498.666664112814 57665.597963867185 -82728.415911787975 -6615.1935107796571 98964.626879561576 -17406.555920040246 126875.77502520161 64686.335578377024 29646.231326787245 23050.488020833334 -2011.8882727003831 -4198.8209072234904 2539.9194939981371 70145.925741629166 17458.451377716789
leaf_weight=1143357 3058474 42580 57 1476 36 1298 272 5160 545 226 1827 5204 7770 24193 273 427 20 79 2476 76 132 31 31 365 42 9023 1033 11083 176 422
leaf_count=1143357 3058474 42580 57 1476 36 1298 272 5160 545 226 1827 5204 7770 24193 273 427 20 79 2476 76 132 31 31 365 42 9023 1033 11083 176 422
internal_value=0 40.1157 562.96 1537.78 5995.2 5703.7 25611.9 4797.66 -3153.3 -10251.3 1026.14 2601.52 -185.939 779.749 6985.51 -450.908 -33367.2 -36965.4 -4024.4 21043.2 33901.1 45220.7 -1793.8 39979.9 71944.3 -140.935 5761.73 4531.55 8335.98 32965.1
internal_weight=0 1.25969e+06 116333 73753 7594 7558 329 7229 2069 1524 66159 28768 37391 29621 4902 24719 526 506 2749 2153 677 514 163 483 118 11883 2860 16885 5802 598
internal_count=4318164 1259690 116333 73753 7594 7558 329 7229 2069 1524 66159 28768 37391 29621 4902 24719 526 506 2749 2153 677 514 163 483 118 11883 2860 16885 5802 598
is_linear=0
shrinkage=0.1


Tree=4384
num_leaves=31
num_cat=0
split_feature=5 5 1 0 0 3 2 1 2 2 0 0 0 0 2 0 2 1 2 3 0 4 6 2 0 3 1 0 0 0
split_gain=3.11525e+11 3.80946e+12 6.31162e+13 7.71533e+13 5.4285e+13 4.53803e+13 4.01391e+13 4.43865e+13 4.16834e+13 2.69119e+13 2.68023e+13 1.8843e+13 2.00133e+13 1.6846e+13 2.24211e+13 1.64418e+13 2.26049e+13 1.43479e+13 1.43048e+13 3.60737e+13 1.38944e+13 3.05457e+13 1.20172e+13 1.19772e+13 1.59201e+13 1.16375e+13 3.62544e+13 3.38361e+13 5.27259e+13 3.94268e+13
threshold=118.33500000000002 116.06000000000002 30.315880100000005 59.882016200000002 59.950068600000009 20.500000000000004 12.500000000000002 30.243224600000001 4.5000000000000009 18.500000000000004 59.916647550000008 43.465905150000005 43.642715500000008 44.580511600000001 4.5000000000000009 43.056445700000005 2.5000000000000004 30.362552800000003 5.5000000000000009 10.500000000000002 59.982527000000012 2.5000000000000004 1.5000000000000002 6.5000000000000009 43.514103700000014 12.500000000000002 37.457850350000008 45.022371150000005 45.029420750000007 45.013473000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 11 17 -6 7 20 10 -7 -9 15 23 14 -14 16 -4 -5 -10 -20 22 -22 -3 24 -13 26 -15 29 -29 -28
right_child=-2 2 3 4 5 9 -8 8 18 -11 -12 12 13 25 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.12711746070445731 -237.79227448936095 12415.851591532941 82703.860390625006 67492.163061523446 43989.944131433826 -151974.1978422619 43697.863813405798 -199197.29903846156 17588.059884510873 6291.0742897727278 -85110.211418876264 40399.340860595708 -4188.8757011217949 -39420.671686815695 -132351.7920386905 -109007.76917613635 -30610.661693007285 132781.34481046436 -167936.12400390627 -9904.1617835411671 -57925.360312500008 101620.18528076173 -36883.858430552638 -5560.7401875000005 149669.99484375 -1525.7603624721312 14256.23108836207 -149842.5581640625 13546.586177036965 187528.56679687501
leaf_weight=4259002 54399 74 20 64 170 21 69 26 46 22 99 40 39 137 21 22 147 71 20 52 20 30 149 25 20 1703 29 20 1583 24
leaf_count=4259002 54399 74 20 64 170 21 69 26 46 22 99 40 39 137 21 22 147 71 20 52 20 30 149 25 20 1703 29 20 1583 24
internal_value=0 3.03386 2829.53 7137.02 52219 20775.8 -27934 -37512.7 -68599.7 -71001.3 -108840 3040.8 4638.87 3492.62 -49045.9 -27745.3 -17040.1 101829 -25971.9 -53801.9 -9841.84 37802 -20524.3 52592.4 76822.9 4394.31 10017.2 14107.2 11508 92719.2
internal_weight=0 4.26376e+06 4763 4178 348 213 585 516 243 43 125 3830 3641 3556 60 189 167 135 118 72 273 50 223 85 60 3496 1793 1656 1603 53
internal_count=4318164 4263765 4763 4178 348 213 585 516 243 43 125 3830 3641 3556 60 189 167 135 118 72 273 50 223 85 60 3496 1793 1656 1603 53
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=31
num_cat=0
split_feature=0 3 0 3 5 1 6 4 1 0 0 6 1 1 5 0 5 0 2 0 2 0 5 1 1 0 5 5 5 5
split_gain=3.02743e+11 4.0246e+12 1.75607e+13 1.40659e+13 1.47124e+13 1.07242e+13 2.35192e+13 1.91903e+13 1.68274e+13 4.37251e+13 3.1611e+13 3.04493e+13 2.07858e+13 1.6814e+13 1.3067e+13 1.14857e+13 1.36739e+13 1.02469e+13 1.10578e+13 1.10074e+13 1.41532e+13 1.63344e+13 1.57937e+13 1.53487e+13 1.41758e+13 1.05208e+13 3.77156e+13 3.34323e+13 4.20711e+13 2.06894e+13
threshold=51.717367500000009 24.500000000000004 51.67657710000001 25.500000000000004 40.605000000000011 39.767857750000005 1.5000000000000002 1.0000000180025095e-35 39.188277450000008 45.084117700000007 47.272352350000006 1.5000000000000002 38.959914000000005 39.787929450000007 37.305000000000007 45.047272400000004 91.050000000000011 45.063245200000004 16.500000000000004 45.047272400000004 23.500000000000004 45.055827000000008 109.05000000000001 38.996948700000011 38.950530550000003 45.055827000000008 63.855000000000011 73.010000000000005 69.610000000000014 60.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 8 13 -8 9 17 -10 12 -11 -7 -14 16 -9 18 25 -20 22 -22 24 -24 -21 -3 29 28 -28 -27
right_child=-2 2 3 -5 -6 6 7 15 10 11 -12 -13 14 -15 -16 -17 -18 -19 19 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=85.582096133587683 -13.678495798955471 -2316.2617325544697 11182.188969170214 49718.979666940795 -15225.04834216545 34018.131105695451 -73881.779677734376 93698.385042317721 -1600.7057352063919 -72028.182312500008 -17345.657031840434 -3302.4108338408423 -7380.527012671494 -7215.7471249479931 22037.165901995108 20719.444285161688 -1507.4768998579548 -15719.174715737738 -1353.516890275343 -44766.581228448282 -45905.212500000001 46223.888526119408 -32628.068566176473 -143030.24421875001 -9269.7669821203472 1034.5037809905284 31395.998872319804 11042.021721903484 132398.79861626061 -46035.15402901786
leaf_weight=886041 3408525 2644 243 38 1601 112 20 48 8986 25 1486 910 164 845 1904 539 22 544 1143 145 27 67 34 20 502 844 137 384 59 105
leaf_count=886041 3408525 2644 243 38 1601 112 20 48 8986 25 1486 910 164 845 1904 539 22 544 1143 145 27 67 34 20 502 844 137 384 59 105
internal_value=0 51.255 -1237.64 -10504.1 -11745.1 -434.566 7482.49 22503.2 -1058.33 1952.3 -3834.95 11968.9 18608.5 -2390.05 19704.2 25668.5 63776.5 -2567.56 -1396.81 -7638.83 -16675.4 19761.3 -21561.4 -73517.8 -17225 1502.07 8104.87 28194.7 61799.9 -4173.41
internal_weight=0 909639 23598 1882 1844 21716 1586 629 20130 9658 10472 3003 2093 957 2068 609 70 6655 6111 1938 795 94 701 54 647 4173 1529 580 196 949
internal_count=4318164 909639 23598 1882 1844 21716 1586 629 20130 9658 10472 3003 2093 957 2068 609 70 6655 6111 1938 795 94 701 54 647 4173 1529 580 196 949
is_linear=0
shrinkage=0.1


Tree=4386
num_leaves=31
num_cat=0
split_feature=5 3 5 0 1 1 1 0 0 0 5 4 1 0 0 0 0 0 5 5 0 0 5 0 0 1 5 3 1 5
split_gain=2.96634e+11 2.68192e+12 2.89682e+12 5.65835e+12 5.66168e+12 3.78766e+12 3.51251e+12 1.07402e+13 2.99272e+12 7.5046e+12 5.15989e+12 4.67155e+12 2.86892e+12 4.53747e+12 1.22539e+13 3.39705e+12 3.74456e+12 2.73693e+12 7.4178e+12 3.52354e+12 7.80751e+12 7.38893e+12 3.58151e+12 2.66995e+12 5.67743e+12 2.87136e+12 2.64387e+12 8.56853e+12 1.25643e+13 1.43585e+13
threshold=87.395000000000024 1.5000000000000002 91.050000000000011 59.863160500000006 37.275078000000001 37.752451500000006 38.975980350000007 45.03656895000001 43.642715500000008 44.226894250000008 118.33500000000002 1.5000000000000002 38.233559750000005 56.501468900000013 55.619594000000006 51.369916400000001 45.013473000000012 56.197733450000008 114.05000000000001 137.05000000000004 51.83362145000001 55.025681450000008 125.85000000000001 45.254062050000009 45.005863250000004 91.910414550000013 90.015000000000015 16.500000000000004 30.226173900000003 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 -4 -6 7 -7 10 -10 -8 -11 -2 14 15 16 -14 19 -19 21 -21 22 23 24 -13 -25 27 -3 29 -29
right_child=1 26 3 -5 5 6 8 -9 9 11 -12 17 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=6.3991939539147298 50253.281901041672 -1859.9174530656846 47768.105301339288 -47817.828231534091 -32837.227304687505 72022.791702586212 -16203.398011363635 -2299.9826925827288 -52615.072388599539 44502.59326985677 44651.114514802633 12086.178007812501 -13560.187332589288 -23761.892004788308 89331.813075837636 -8058.8294124119711 36078.022549715912 9434.4283913352283 -63631.074479166666 50716.936363002234 -12283.615598606419 28158.115221819196 -47341.60309244792 2797.7031828773529 -59395.919906250005 -22551.781235532409 17.69317886783837 -70472.312445746531 1812.9583501710149 -9674.7179866307215
leaf_weight=4075234 21 27498 28 22 30 29 22 59 27 24 38 20 21 31 21 71 55 33 24 42 37 70 21 259 25 54 201801 45 12218 284
leaf_count=4075234 21 27498 28 22 30 29 22 59 27 24 38 20 21 31 21 71 55 33 24 42 37 70 21 259 25 54 201801 45 12218 284
internal_value=0 -107.349 4855.57 2247.01 3555.12 2034.28 3368.65 22192.7 988.591 -1025.48 22337.8 1261.74 15100.1 11390.5 17876.9 7669.05 22362.2 -512.245 -21330 1735.13 21210.3 -1691.47 -7204.59 -4850.18 -27626.1 -1575.69 -129.593 -871.823 1293.68 -17990.5
internal_weight=0 242930 1084 864 842 814 784 88 696 636 60 609 220 199 168 147 76 585 57 528 79 449 379 358 45 313 241846 40045 12547 329
internal_count=4318164 242930 1084 864 842 814 784 88 696 636 60 609 220 199 168 147 76 585 57 528 79 449 379 358 45 313 241846 40045 12547 329
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 5 5 5 5 4 4 1 2 5 4 5 2 5 3 5 5 5 4 2 5 5 3 5 3
split_gain=3.05058e+11 5.39903e+12 1.1428e+13 2.54139e+13 1.07607e+13 1.08093e+13 2.02715e+13 3.67695e+13 1.80495e+13 1.47309e+13 1.42239e+13 1.19902e+13 9.86807e+12 4.05513e+13 3.49264e+13 3.37637e+13 3.70735e+13 3.51095e+13 2.41235e+13 4.42051e+13 4.58821e+13 3.08347e+13 8.06669e+13 3.22103e+13 2.50642e+13 2.08722e+13 1.98645e+13 1.68551e+13 1.67508e+13 2.06333e+13
threshold=56.301440000000007 56.281985950000006 37.620907050000007 37.914142000000005 161.85000000000002 103.45000000000002 112.04500000000002 109.05000000000001 120.05000000000001 116.06000000000002 4.5000000000000009 3.5000000000000004 44.005491150000005 20.500000000000004 53.385000000000012 1.5000000000000002 66.990000000000023 18.500000000000004 80.815000000000012 16.500000000000004 98.020000000000024 95.020000000000024 93.00500000000001 2.5000000000000004 12.500000000000002 52.405000000000008 48.510000000000012 5.5000000000000009 79.010000000000005 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 12 7 -7 9 11 -10 -8 13 -5 -15 16 25 18 28 21 -21 22 23 -20 -22 26 -14 -25 -17 -30
right_child=-2 2 3 4 -6 6 8 -9 10 -11 -12 -13 15 14 -16 17 -18 -19 19 20 24 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-5.7518496458384014 47.43505030700949 -16872.953557163855 35196.327217524107 -344.22113982275715 -50618.118205295141 9837.0029189560446 -52889.035632324223 121180.19405184659 28394.508542798914 -92566.95743371213 -61842.296689453127 50578.620312500003 2286.7120131300776 -674.61712582236851 129527.52653645835 -6591.552341106224 93455.362907608695 -58065.458223329741 -104162.57723599138 -100170.22230499031 -53769.71037222055 -53800.040657894737 187408.29993489583 57858.653002450978 89539.483084239138 -57500.148730468754 44827.68603770381 -11592.132559121623 6821.503317162299 114437.853
leaf_weight=3269724 1031809 489 188 7963 45 91 24 44 138 33 20 21 2411 38 45 4144 46 145 29 129 26 95 24 51 23 56 115 111 62 25
leaf_count=3269724 1031809 489 188 7963 45 91 24 44 138 33 20 21 2411 38 45 4144 46 145 29 129 26 95 24 51 23 56 115 111 62 25
internal_value=0 -14.8931 -1812.09 -1355.85 -1786.57 -1648.45 15220.5 46126.6 -2458.89 -41819.2 16972.1 -4604.13 -2051.23 380.571 69916.9 -4662.85 4470.09 -9597.33 -8108.06 -29160.7 -68879.6 -6354.37 14610 -7102.88 13497.9 2884.76 4223.45 10272 -5679.87 37745.7
internal_weight=0 3.28636e+06 16631 16142 15954 15909 371 135 236 78 158 45 15538 8046 83 7492 2628 4864 4719 488 178 310 215 191 49 2582 2526 162 4231 87
internal_count=4318164 3286355 16631 16142 15954 15909 371 135 236 78 158 45 15538 8046 83 7492 2628 4864 4719 488 178 310 215 191 49 2582 2526 162 4231 87
is_linear=0
shrinkage=0.1


Tree=4388
num_leaves=31
num_cat=0
split_feature=3 1 4 5 2 5 6 3 1 0 5 6 5 2 0 1 6 5 5 5 3 2 5 1 0 5 2 5 4 5
split_gain=2.87809e+11 1.94481e+12 6.51657e+12 7.59262e+12 2.39001e+13 1.28972e+13 8.3357e+12 5.86317e+12 9.82058e+12 2.44558e+13 1.10967e+13 3.53482e+13 2.32748e+13 1.73478e+13 1.55263e+13 1.33995e+13 1.28071e+13 1.14992e+13 1.1449e+13 1.61042e+13 1.75222e+13 1.02838e+13 1.00318e+13 7.78587e+12 7.53691e+12 9.36287e+12 9.9603e+12 7.3246e+12 6.95309e+12 1.02801e+13
threshold=27.500000000000004 37.533784800000006 3.5000000000000004 114.05000000000001 12.500000000000002 112.04500000000002 1.5000000000000002 29.500000000000004 37.475443250000005 55.851332700000007 41.995000000000012 1.5000000000000002 36.515000000000008 4.5000000000000009 55.834684950000003 37.503486000000002 1.5000000000000002 68.00500000000001 57.005000000000003 55.990000000000002 28.500000000000004 17.500000000000004 95.020000000000024 37.487839250000007 55.806974650000008 62.995000000000012 22.500000000000004 35.505000000000003 1.5000000000000002 53.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -6 8 -2 10 11 15 -13 14 -12 -10 17 18 19 20 23 -18 -19 -15 -20 26 -26 -17 -22 -30
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 13 12 -14 16 -16 27 21 22 24 -21 28 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=2.4419440304704461 -23.101533987276227 211.4328010780315 27868.506715393069 -126670.48162109376 -43810.316773623519 56848.886676346629 40193.72494936343 -123.28373827794476 742.77623907018597 -75798.201075090677 -9523.0666021507914 16458.339437500003 154326.94036458334 -11348.932710183806 58986.815039062501 -85033.775104166678 -30671.018945312502 23710.795678943454 -11774.422105823864 62431.949511718754 -84905.302525745748 -111863.11407752405 -46774.250625000001 41892.361643145166 -97528.768759931147 -26499.890768313719 -24199.48046875 -10915.964842224123 21198.653692336313 -78977.723046875006
leaf_weight=4279873 1784 26192 76 20 21 38 27 8596 432 56 83 25 24 241 55 30 39 105 66 27 44 26 25 31 59 77 27 24 21 20
leaf_count=4279873 1784 26192 76 20 21 38 27 8596 432 56 83 25 24 241 55 30 39 105 66 27 44 26 25 31 59 77 27 24 21 20
internal_value=0 -272.941 -1321.52 -1506.03 -34826.4 -1316.51 3441.96 -1501.98 -5070.57 -10929.2 -8476.34 3034 83985.8 -14985.9 17781.6 -5127.81 -20582.3 -16858.5 -22587.6 -12033.8 -17665.7 -63147.9 10156 -5280.99 -40284.7 -51828.7 -74506.8 -52092.5 -57296.7 -27667.9
internal_weight=0 38291 12099 12023 68 11955 48 11917 3321 1537 1481 535 49 946 138 486 808 743 613 384 357 65 130 272 229 163 86 54 85 41
internal_count=4318164 38291 12099 12023 68 11955 48 11917 3321 1537 1481 535 49 946 138 486 808 743 613 384 357 65 130 272 229 163 86 54 85 41
is_linear=0
shrinkage=0.1


Tree=4389
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 4 2 0 5 3 0 4 2 5 5 1 3 5 6 5 4 1 3 2 1 0 1 3 6 0
split_gain=2.96704e+11 2.64302e+12 6.96402e+12 8.27491e+12 7.52196e+12 2.13703e+13 7.38604e+12 7.21162e+12 1.55198e+13 7.08006e+12 6.24812e+12 6.21299e+12 8.25746e+12 7.2119e+12 1.37726e+13 5.12509e+12 4.98226e+12 6.66574e+12 1.17346e+13 5.14e+12 6.12726e+12 4.12756e+12 3.92369e+12 3.63034e+12 4.21853e+12 3.18401e+12 1.25177e+13 6.78706e+12 1.42747e+13 3.9306e+13
threshold=25.500000000000004 30.323743050000001 30.315880100000005 60.029906750000002 71.00500000000001 2.5000000000000004 5.5000000000000009 59.990816400000007 105.35000000000001 26.500000000000004 60.063729500000008 2.5000000000000004 6.5000000000000009 64.805000000000021 62.015000000000008 30.259484550000003 26.500000000000004 57.005000000000003 1.5000000000000002 51.405000000000008 1.5000000000000002 30.278357500000002 26.500000000000004 6.5000000000000009 30.226173900000003 55.751981950000008 37.214886200000009 27.500000000000004 1.5000000000000002 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 11 -6 -7 8 9 -8 -9 13 -13 14 16 -15 17 19 -19 20 -2 -16 -5 24 -18 26 -3 28 -27 -30
right_child=1 25 3 22 5 6 7 10 -10 -11 -12 12 -14 15 21 -17 23 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-3.4728846152204662 -9198.9516252253616 78630.573281250152 4122.3848754882811 -48684.038547279095 -91755.209105009199 34502.889970439188 -106274.35733695653 38687.420163143383 35455.923428622162 -34436.63747127758 -23386.780979082661 -9577.124881628788 56280.699216579858 2877.9770751953129 -27370.680228365389 72093.937992527179 15351.140673828126 66982.530076599127 -17388.10450367647 -32735.900544577209 34221.207843191965 -86223.778888494329 -9429.5552435980917 8303.4977366643761 -19066.547395689297 4345.5912491546733 -507.49236740226019 -327.28529219038535 -44567.882855104937 -26.9298023397874
leaf_weight=4243674 455 20 80 87 34 37 23 34 22 34 31 33 45 20 26 23 52 32 34 85 35 22 36 685 113 12066 31467 21775 204 6880
leaf_count=4243674 455 20 80 87 34 37 23 34 22 34 31 33 45 20 26 23 52 32 34 85 35 22 36 685 113 12066 31467 21775 204 6880
internal_value=0 197.849 -3318.43 -20912.2 -1413.61 -19013.1 -5348.82 -15588.5 -35887.7 -63423.8 9082.8 865.84 28417.8 -492.599 -1621.19 39900.5 76.156 -6580.48 23518.9 -10035.4 -6097.51 -54345 -37194.9 5096.04 -8219.76 298.756 -457.225 880.394 2253.62 -1309.59
internal_weight=0 74490 2078 203 1875 215 181 144 79 57 65 1660 78 1582 1539 43 1491 641 66 575 490 48 123 850 165 72412 31487 40925 19150 7084
internal_count=4318164 74490 2078 203 1875 215 181 144 79 57 65 1660 78 1582 1539 43 1491 641 66 575 490 48 123 850 165 72412 31487 40925 19150 7084
is_linear=0
shrinkage=0.1


Tree=4390
num_leaves=31
num_cat=0
split_feature=5 3 3 5 3 2 1 1 0 1 2 0 1 1 4 0 2 0 6 3 2 1 1 1 3 1 1 1 1 1
split_gain=2.88134e+11 4.51167e+12 4.3929e+12 1.12465e+13 1.18331e+13 1.34319e+13 1.32666e+13 3.04491e+13 1.27918e+13 2.74144e+13 2.93485e+13 1.82367e+13 2.40062e+13 1.67366e+13 1.45501e+13 1.09297e+13 2.07206e+13 2.75611e+13 5.70366e+13 9.26988e+13 2.35658e+13 2.31065e+13 2.06966e+13 4.88922e+13 2.16397e+13 5.881e+13 5.378e+13 7.83377e+13 6.85528e+13 2.14072e+13
threshold=92.035000000000011 38.500000000000007 12.500000000000002 95.020000000000024 24.500000000000004 21.500000000000004 30.226173900000003 30.305955500000003 47.208883950000008 39.047276750000002 19.500000000000004 55.046835900000012 39.488326500000007 82.926290250000008 2.5000000000000004 55.455204450000004 6.5000000000000009 55.68356880000001 1.5000000000000002 21.500000000000004 15.500000000000002 37.457850350000008 43.94115175000001 43.868031300000006 17.500000000000004 30.243224600000001 30.323743050000001 30.362552800000003 30.346469350000003 46.037218400000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 15 -6 -8 9 10 -9 12 -10 -13 -14 -4 -17 18 -18 20 21 -20 23 24 25 -19 -26 28 -28 -24
right_child=1 -3 3 -5 6 -7 7 8 11 -11 -12 13 14 -15 -16 16 17 22 19 -21 -22 -23 29 -25 26 -27 27 -29 -30 -31
leaf_value=5.4275280406834767 283.40593321171826 42355.557687500004 -667.02116978356605 -181.83915167806836 -46918.595124421299 -33789.37974416474 92025.979790296056 163666.39384375 84308.41392045455 -33192.703606770832 7142.9422469429355 2968.5704705522649 43203.349773185488 54872.667080688479 -27917.942823305828 256.39313882978416 -484.58055121239198 -79673.214495357402 -119521.55722656251 -250241.20732060188 -141617.39823369565 -10258.66365234375 -87904.125390625006 142041.4613514776 60439.443262361223 -5351.241494211954 -7628.2692039695949 5889.1511960332273 -201458.71941053602 -17432.781000995637
leaf_weight=4135587 107009 25 3815 63523 54 162 38 25 22 30 23 2120 31 64 399 2013 188 124 24 27 23 100 45 23 152 753 37 668 36 1024
leaf_count=4135587 107009 25 3815 63523 54 162 38 25 22 30 23 2120 31 64 399 2013 188 124 24 27 23 100 45 23 152 753 37 668 36 1024
internal_value=0 -122.94 -128.757 -712.599 -3517.55 -5249.03 2168.07 3131.25 1886.59 41797 88665.6 705.633 -17577.8 4489.57 -22790.6 -4738.25 -7704.02 -12674.3 -38671.8 -79931.6 -48650.2 -31406.3 -9386.05 -2819.87 -4702.25 -15859.7 6255.31 -4859.39 -103216 -20399.3
internal_weight=0 182577 182552 75543 12020 9214 2806 2752 2714 78 48 2636 452 2184 430 9052 5237 3224 362 174 147 124 2862 1793 1770 877 893 741 73 1069
internal_count=4318164 182577 182552 75543 12020 9214 2806 2752 2714 78 48 2636 452 2184 430 9052 5237 3224 362 174 147 124 2862 1793 1770 877 893 741 73 1069
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=31
num_cat=0
split_feature=2 5 0 3 4 1 1 3 3 0 1 1 3 1 0 5 1 5 4 0 4 0 1 0 1 5 1 1 1 0
split_gain=3.10093e+11 2.33566e+12 5.09111e+12 1.91347e+13 5.83646e+12 8.02498e+12 9.47381e+12 7.48537e+12 9.57139e+12 1.98766e+13 1.17251e+13 7.14489e+12 6.85206e+12 1.22491e+13 7.16053e+12 1.23967e+13 6.83913e+12 6.00579e+12 1.83104e+13 3.46543e+13 1.40552e+13 1.45551e+13 1.1368e+13 1.3236e+13 1.60997e+13 9.78671e+12 1.60653e+13 1.95828e+13 2.09594e+13 1.62153e+13
threshold=14.500000000000002 137.05000000000004 45.029420750000007 16.500000000000004 4.5000000000000009 37.275078000000001 37.832345550000007 16.500000000000004 17.500000000000004 45.067452850000002 48.712293450000011 92.896330950000007 21.500000000000004 38.950530550000003 55.141517900000004 161.85000000000002 60.628582700000003 142.05000000000004 3.5000000000000004 54.762542150000009 3.5000000000000004 55.899899800000007 60.601268000000012 59.882016200000002 44.005491150000005 177.02500000000003 30.362552800000003 38.959914000000005 38.975980350000007 45.059881250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 11 -6 -7 -8 9 -9 -11 16 13 -10 15 -14 17 18 -4 -20 25 -22 23 24 -23 26 -19 -28 -29 -30
right_child=1 2 4 -5 5 6 7 8 12 10 -12 -13 14 -15 -16 -17 -18 20 19 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-7.8097350427098178 67.954728253940274 106729.6320033482 58077.876445761503 8336.2943121047265 32933.813536005437 -76413.465006510422 -35349.503152901787 -56597.026114908855 -101906.9111328125 107436.12734375001 23262.571927966103 59525.848522418484 -74109.185358796298 -15880.615344238282 26614.991114738805 117.87338831018519 -4816.3348490712078 58671.8946171875 -68911.463281250006 47314.203421336213 28293.59494981794 -98826.34124053031 40300.34225018476 29096.725513392856 -10475.292613636364 11778.300288947612 -76744.627976831907 71082.397359664363 -91919.715951643317 -10910.797076160181
leaf_weight=3980118 335252 21 87 336 46 21 84 24 20 23 59 23 27 96 67 135 646 25 46 58 339 33 37 35 55 170 58 27 29 167
leaf_count=3980118 335252 21 87 336 46 21 84 24 20 23 59 23 27 96 67 135 646 25 46 58 339 33 37 35 55 170 58 27 29 167
internal_value=0 91.951 2971.27 14124.1 1337.46 -7206.64 -10527.6 -7941.44 -2836.62 23445.2 46872.2 4140.49 -10911.6 -30712.7 -881.357 -12253.3 3437.48 8010.34 24225.5 -4093.3 4833.83 16560.4 -8299.45 -22918.9 -43606.9 -7459.31 -18146.9 -24981.3 -11518.2 -22896.8
internal_weight=0 338046 2794 357 2437 602 556 535 451 106 82 1835 345 116 229 162 1812 1166 191 104 975 499 160 123 88 476 306 281 223 196
internal_count=4318164 338046 2794 357 2437 602 556 535 451 106 82 1835 345 116 229 162 1812 1166 191 104 975 499 160 123 88 476 306 281 223 196
is_linear=0
shrinkage=0.1


Tree=4392
num_leaves=31
num_cat=0
split_feature=5 1 0 2 3 5 4 5 2 1 0 5 3 2 2 1 5 1 5 5 4 0 2 3 0 5 0 3 1 0
split_gain=3.27776e+11 3.23746e+12 1.4166e+13 9.44225e+12 8.00448e+12 2.36433e+13 1.4547e+13 1.32408e+13 2.90592e+13 1.35962e+13 3.44206e+13 1.31339e+13 9.88789e+12 9.21514e+12 1.20674e+13 1.93635e+13 9.78604e+12 1.49088e+13 1.2331e+13 9.6993e+12 9.68423e+12 9.10211e+12 8.5541e+12 6.2921e+12 2.04681e+13 2.41214e+13 1.50142e+13 1.87091e+13 2.47352e+13 1.64464e+13
threshold=118.33500000000002 30.243224600000001 60.693675950000006 16.500000000000004 4.5000000000000009 120.05000000000001 4.5000000000000009 120.05000000000001 6.5000000000000009 20.507360500000004 59.846652800000008 161.85000000000002 24.500000000000004 2.5000000000000004 3.5000000000000004 20.507360500000004 132.05000000000004 20.507360500000004 142.05000000000004 125.85000000000001 3.5000000000000004 54.762542150000009 3.5000000000000004 6.5000000000000009 54.725565150000001 150.04500000000004 59.853570100000006 12.500000000000002 30.226173900000003 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 13 8 9 -6 -11 -8 23 16 15 -15 19 -18 -19 -7 -16 -17 -13 24 25 -9 -25 28 -28 -29
right_child=1 -3 -4 -5 7 6 11 12 -10 10 -12 22 -14 14 20 21 17 18 -20 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=3.1119889456899932 -97459.618337673615 -412.16406643791044 -73160.286914062497 -34483.679281123994 -15866.531300403229 6298.6340160472973 74349.047710755825 84307.794695723685 145152.80416666667 140561.38012319713 -1293.4409541015625 -47723.798987926137 75333.528359375006 120.78219476744187 15057.669612233234 -130873.67089120371 -38569.225455729167 114596.60504261365 22904.20116299716 -80136.782812500009 -58369.434375000004 -48762.153761574074 32777.01666666667 -7389.2242579614049 1683.3449033737184 6985.9025345203481 125473.78223958335 68018.553264508941 23868.350375032827 -14869.6683129143
leaf_weight=4263765 27 51929 24 62 62 37 43 76 21 26 50 22 20 43 82 27 24 22 44 20 23 27 33 787 440 86 30 28 119 165
leaf_count=4263765 27 51929 24 62 62 37 43 76 21 26 50 22 20 43 82 27 24 22 44 20 23 27 33 787 440 86 30 28 119 165
internal_value=0 -243.916 3293.31 4043.47 5045.44 -6586.21 -1097.21 7932.03 35562.3 18885.5 47235.8 32946.2 5423.06 -10656.7 -24518.5 -49948.2 8391.58 28925 53468.3 -24029.6 -1026.36 -89817.9 576.69 4615.31 12871.8 43260.4 212.801 17706.3 44325.8 -2844.43
internal_weight=0 54399 2470 2446 2384 474 447 1910 159 138 76 98 1751 349 202 97 147 90 66 57 105 54 55 1731 602 162 1129 342 149 193
internal_count=4318164 54399 2470 2446 2384 474 447 1910 159 138 76 98 1751 349 202 97 147 90 66 57 105 54 55 1731 602 162 1129 342 149 193
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=31
num_cat=0
split_feature=5 2 3 5 1 1 5 0 4 5 0 2 0 0 1 0 0 5 6 3 3 1 3 0 3 1 0 1 0 3
split_gain=2.89641e+11 2.7212e+12 6.56381e+12 9.91853e+12 1.61561e+13 1.37468e+13 4.01811e+13 2.24267e+13 1.5565e+13 4.26239e+13 4.53263e+13 3.46651e+13 3.70617e+13 3.71005e+13 2.15311e+13 3.88499e+13 4.15252e+13 2.62827e+13 1.97106e+13 1.87304e+13 1.86469e+13 3.87914e+13 1.81982e+13 1.72057e+13 1.65333e+13 1.71004e+13 1.65231e+13 1.63316e+13 1.62965e+13 1.45987e+13
threshold=96.015000000000015 2.5000000000000004 4.5000000000000009 132.05000000000004 86.067573200000012 61.880021000000006 118.33500000000002 53.355366400000001 3.5000000000000004 123.15000000000002 50.973130900000008 1.5000000000000002 45.040161900000008 44.226894250000008 30.332994000000003 56.301440000000007 55.826364100000013 128.92000000000004 1.5000000000000002 9.5000000000000018 23.500000000000004 37.39371280000001 8.5000000000000018 54.725565150000001 6.5000000000000009 30.315880100000005 59.982527000000012 30.278357500000002 60.063729500000008 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 7 -7 18 -10 11 -11 13 -13 26 16 23 22 19 24 28 -22 -17 -16 25 -4 27 -12 29 -20
right_child=1 -3 3 4 -6 6 -8 -9 9 10 14 12 -14 -15 15 17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.9057767224285014 1239.010316785294 77.958527575274559 48296.455742187507 3740.0543675078261 -28201.258197798295 -13693.704026313677 -12791.861039957279 13047.412550567682 -3383.3500594441671 5627.395751953125 -24230.874707031253 142006.11815986634 220547.11931250003 -26688.287753018463 -39548.844637044269 -53139.902739653713 154209.75419921876 -93897.218078399135 -10053.029970515059 9286.7181392315233 -117447.2840880102 -9528.1034040010909 46041.131492820947 32305.248435708141 -18647.922501068351 -2908.8778013580582 124694.63356933594 72160.092948717953 -64540.737622070315 4609.3026055741529
leaf_weight=4168594 9227 119338 80 3932 165 365 1209 2228 3445 40 32 32 25 22 48 37 23 57 5806 1270 49 104 37 109 653 353 24 39 52 769
leaf_count=4168594 9227 119338 80 3932 165 365 1209 2228 3445 40 32 32 25 22 48 37 23 57 5806 1270 49 104 37 109 653 353 24 39 52 769
internal_value=0 -136.727 -984.176 -1960.77 2453.67 -3030.44 2263.56 9283.24 -4566.21 661.629 27204.4 81477.5 119883 73278.8 11296.8 -1431.01 28720.8 -42861 -6837.94 1041.56 -9576 -44090.5 -3549.39 10337.1 -8600.56 6551.69 52963.4 28716.3 -8779.15 -8338.15
internal_weight=0 149570 30232 21005 4097 16908 3802 2593 13106 3970 525 119 79 54 406 311 180 131 9136 2356 6780 153 74 157 1086 433 95 71 6627 6575
internal_count=4318164 149570 30232 21005 4097 16908 3802 2593 13106 3970 525 119 79 54 406 311 180 131 9136 2356 6780 153 74 157 1086 433 95 71 6627 6575
is_linear=0
shrinkage=0.1


Tree=4394
num_leaves=31
num_cat=0
split_feature=5 0 0 2 5 0 5 3 2 2 0 0 3 3 4 4 1 0 1 0 0 0 4 0 1 3 3 0 1 1
split_gain=3.46155e+11 2.77819e+12 2.57122e+13 4.38562e+13 3.02284e+13 2.3654e+13 4.09386e+13 3.14431e+13 8.42949e+12 7.63414e+12 1.98587e+13 1.55318e+13 1.05433e+13 2.33759e+13 3.49278e+13 2.21093e+13 1.84009e+13 1.73947e+13 1.58198e+13 2.93735e+13 1.25781e+13 2.50678e+13 2.44992e+13 1.75816e+13 1.11859e+13 1.04235e+13 9.82586e+12 2.25541e+13 1.88556e+13 1.99349e+13
threshold=150.04500000000004 55.734663800000007 55.695992150000002 3.5000000000000004 177.02500000000003 55.745923000000012 225.45000000000002 5.5000000000000009 7.5000000000000009 4.5000000000000009 55.751981950000008 55.762622900000004 6.5000000000000009 5.5000000000000009 4.5000000000000009 1.0000000180025095e-35 65.520339550000017 55.826364100000013 37.417247200000006 55.806974650000008 59.932719750000011 57.147575200000006 5.5000000000000009 55.885524800000006 60.528664650000003 8.5000000000000018 9.5000000000000018 55.784980300000008 53.243495500000009 60.601268000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -3 -6 10 -7 25 13 17 16 -14 18 -11 -15 -20 21 23 -23 -16 -25 -12 27 -17 -29 -30
right_child=1 5 3 4 8 9 -8 -9 -10 12 11 -13 15 14 20 26 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=1.705334202243221 -964.53606060926222 34051.059432983398 -138341.11989119247 -104970.08408203126 88997.22027529763 -78213.919612068959 -21992.971064453126 195923.14053141279 3056.3301328124999 -76269.067447916663 117400.83640625 4039.9366801345805 -97749.857322095791 -133813.96015625002 36089.377648628048 -55025.327213541663 -147940.49065504808 19566.643291572214 -106564.06505055149 13909.921390625001 -53816.664559659097 145754.92116477274 -7168.5119921875003 -78083.852521306821 -1715.0407398897059 18690.844701086957 -3508.5184415765125 36890.21938209534 -43723.878510551949 13663.888238460691
leaf_weight=4302555 9752 24 37 20 21 29 40 24 25 21 20 2785 23 20 41 48 26 193 34 50 44 22 20 44 34 23 1573 256 77 283
leaf_count=4302555 9752 24 37 20 21 29 40 24 25 21 20 2785 23 20 41 48 26 193 34 50 44 22 20 44 34 23 1573 256 77 283
internal_value=0 -470.068 -1489.48 -51191 -2334.12 1275.9 52723.4 114987 42290.2 476.856 4116.53 4960.8 -3225.01 -15655.3 -32147.6 -205.453 -72695.5 10162.2 -53884.2 -34853.4 -6434.3 6514.92 72934.2 -16927.2 -44794.9 64602.5 797.462 10998.2 16142.9 1389.28
internal_weight=0 15609 9855 103 66 5754 88 48 46 5666 2857 2828 2809 549 335 2260 130 214 104 84 205 161 42 119 78 43 2237 664 616 360
internal_count=4318164 15609 9855 103 66 5754 88 48 46 5666 2857 2828 2809 549 335 2260 130 214 104 84 205 161 42 119 78 43 2237 664 616 360
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=31
num_cat=0
split_feature=5 6 0 5 4 1 0 0 0 2 2 3 1 3 3 3 2 1 3 3 0 0 1 2 1 2 3 1 5 0
split_gain=3.12868e+11 3.57514e+12 6.82211e+12 7.33074e+12 1.82156e+13 2.07408e+13 3.18211e+13 4.06843e+13 3.6442e+13 1.82753e+13 1.74964e+13 1.54976e+13 1.47344e+13 1.33087e+13 1.05878e+13 9.34222e+12 9.09563e+12 8.95549e+12 8.87781e+12 8.83613e+12 8.17685e+12 9.72682e+12 7.22711e+12 1.69279e+13 1.10991e+13 6.60174e+12 1.25558e+13 4.84885e+13 1.68131e+13 2.19967e+13
threshold=81.910000000000011 1.5000000000000002 45.087005000000012 82.00500000000001 2.5000000000000004 39.739656000000004 55.645049100000001 54.708501450000007 59.963407450000012 10.500000000000002 6.5000000000000009 8.5000000000000018 37.475443250000005 21.500000000000004 5.5000000000000009 16.500000000000004 8.5000000000000018 82.871296800000025 8.5000000000000018 9.5000000000000018 57.131524800000008 57.106514900000001 37.855187800000003 7.5000000000000009 82.933113850000026 8.5000000000000018 12.500000000000002 30.278357500000002 142.05000000000004 56.501468900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 18 6 7 -6 10 12 15 14 -9 16 17 -8 -12 -7 -4 -13 21 -21 23 -20 -24 -5 27 -27 -29 -30
right_child=1 -3 3 25 5 11 8 9 -10 -11 13 19 -14 -15 -16 -17 -18 -19 22 20 -22 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=-8.3886460277572041 1974.5073976348872 307.32957903882118 -67352.123702830198 -1037.6578619662548 -15527.240901462388 37728.956221969042 -51552.789495403013 -11769.193875000001 12322.163210623607 151438.09051846594 -104837.68451086957 56611.410278888085 99136.208341117541 -120591.70445601852 -73226.363503689237 3636.6042091836739 -27237.359588068182 -42301.950323275865 72883.63365885416 12437.534006173271 -13596.456824731045 83441.45460937501 -43540.48682268415 -36156.842098214285 28795.094000000001 40513.123245654591 -592.22707849613914 2380.9346590398573 -107214.75240478516 15344.963136574073
leaf_weight=3935898 11636 251156 53 74604 159 27 82 25 112 22 23 43 23 54 36 49 44 29 24 546 122 20 140 35 25 338 30356 12424 32 27
leaf_count=3935898 11636 251156 53 74604 159 27 82 25 112 22 23 43 23 54 36 49 44 29 24 546 122 20 140 35 25 338 30356 12424 32 27
internal_value=0 86.3714 -336.899 -562.015 -7095.52 -2507.76 -16765.6 12439.8 -35139.3 75964.9 -56233.3 7765.52 41373 -83650.1 -30915.5 -30909.4 -53876.3 -3715.62 -30547.8 12633.7 9885.11 14946.5 -21839.6 8198.61 -32580.6 -468.101 516.015 3139.97 2128.03 -51128.1
internal_weight=0 382266 131110 119474 1693 1416 593 229 364 70 252 823 48 121 92 131 67 56 277 731 688 566 224 59 165 117781 43177 12821 12483 59
internal_count=4318164 382266 131110 119474 1693 1416 593 229 364 70 252 823 48 121 92 131 67 56 277 731 688 566 224 59 165 117781 43177 12821 12483 59
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=31
num_cat=0
split_feature=5 5 1 0 3 1 2 0 0 4 1 0 2 0 0 2 0 0 1 0 3 0 2 1 2 0 3 0 0 1
split_gain=3.16165e+11 3.16182e+12 5.1372e+13 6.69541e+13 4.14871e+13 3.25402e+13 3.72139e+13 2.42554e+13 2.0859e+13 3.26175e+13 1.97383e+13 1.93433e+13 2.17432e+13 1.53006e+13 1.61799e+13 1.35974e+13 1.34936e+13 3.6837e+13 3.38952e+13 5.37777e+13 2.10068e+13 3.05303e+13 1.57258e+13 1.81086e+13 1.33508e+13 1.32806e+13 1.84601e+13 1.24189e+13 1.98327e+13 1.14842e+13
threshold=118.33500000000002 116.06000000000002 30.315880100000005 57.581016350000006 20.500000000000004 30.259484550000003 4.5000000000000009 59.916647550000008 59.990816400000007 2.5000000000000004 36.761894450000007 59.950068600000009 18.500000000000004 43.465905150000005 43.642715500000008 8.5000000000000018 45.03656895000001 45.053747000000008 38.996948700000011 45.047272400000004 11.500000000000002 45.013473000000012 11.500000000000002 38.975980350000007 13.500000000000002 43.056445700000005 5.5000000000000009 59.950068600000009 59.963407450000012 39.007683500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 10 -5 8 7 -7 15 -10 -4 -6 -13 25 -15 -3 20 18 19 -18 21 -16 23 -22 -20 26 -12 -9 -29 -23
right_child=-2 2 3 4 11 6 -8 27 9 -11 13 12 -14 14 16 -17 17 -19 24 -21 22 29 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.17660057983146463 -239.55693320131982 -26290.49167629076 -45631.099073949357 54087.817059742651 15781.623065655047 -179273.44158653845 -16759.348205748604 -20819.983309659092 -51551.727812500001 107725.32074110243 67719.852496603256 -136740.50327380953 5516.8095170454544 47225.46190716912 -24714.252613563145 31247.958250000003 45544.238421544898 2470.4463831275239 29319.77124495968 218696.51953125 -44559.004766310311 30698.06681034483 -4141.7449969951922 -149679.30434782611 -75475.792460937504 -98126.465482954547 -28758.602390543623 -146027.12782628677 -24174.854403409092 127799.94500093006
leaf_weight=4259002 54399 230 87 425 104 26 134 33 20 36 23 21 22 85 97 50 71 2820 31 24 57 29 52 23 20 22 144 34 22 21
leaf_count=4259002 54399 230 87 425 104 26 134 33 20 36 23 21 22 85 97 50 71 2820 31 24 57 29 52 23 20 22 144 34 22 21
internal_value=0 3.05637 2578.1 6464.23 38249 -25176.1 -52573.1 -94303.8 -4873.03 50840.7 1422.38 -7543.48 -63957.7 2585.68 4156.6 -16015.8 3028.45 5006.21 53984.6 89288 -17996.8 8005.17 -46953.5 -74781.1 -11776.5 -25092.4 -15471.2 -69481.2 -98156.6 71480.9
internal_weight=0 4.26376e+06 4763 4178 572 585 249 115 336 56 3606 147 43 3519 3330 280 3245 2966 146 95 279 147 132 80 51 189 167 89 56 50
internal_count=4318164 4263765 4763 4178 572 585 249 115 336 56 3606 147 43 3519 3330 280 3245 2966 146 95 279 147 132 80 51 189 167 89 56 50
is_linear=0
shrinkage=0.1


Tree=4397
num_leaves=31
num_cat=0
split_feature=5 2 0 0 1 4 3 4 5 3 3 3 0 1 0 5 4 2 0 1 5 0 3 0 3 0 2 5 1 1
split_gain=3.04146e+11 3.09455e+12 7.99835e+12 3.16949e+13 6.87292e+13 4.21292e+13 2.21711e+13 1.53787e+13 3.1251e+13 2.07534e+13 3.49605e+13 1.32591e+13 2.2288e+13 3.89397e+13 2.64321e+13 3.10151e+13 3.30049e+13 1.30659e+13 2.83781e+13 1.2266e+13 1.19755e+13 1.1256e+13 1.09054e+13 1.05403e+13 1.03317e+13 1.01983e+13 1.07109e+13 1.48472e+13 9.92818e+12 4.05e+13
threshold=110.05000000000001 3.5000000000000004 59.939091550000008 59.932719750000011 30.370618100000005 4.5000000000000009 19.500000000000004 4.5000000000000009 125.85000000000001 7.5000000000000009 12.500000000000002 5.5000000000000009 60.035045000000004 30.370618100000005 59.963407450000012 137.05000000000004 4.5000000000000009 4.5000000000000009 59.990816400000007 30.410108300000001 116.06000000000002 60.017447350000005 4.5000000000000009 59.950068600000009 7.5000000000000009 60.063729500000008 6.5000000000000009 132.05000000000004 30.362552800000003 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 28 6 -6 7 8 9 -5 -11 12 13 14 15 23 -17 18 -16 22 -8 -19 -14 -4 -10 -13 27 -27 -3 -30
right_child=1 2 11 4 5 -7 20 -9 24 10 -12 25 19 -15 17 16 -18 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.5145056181490584 -1115.278904153515 -5836.2657406471444 -80885.579560319777 91674.251534598225 -231565.26337500001 -44031.916253396746 -122413.05966210939 44507.236268538138 -117913.02878327547 -87604.73868371213 45545.080860371498 4494.0223258559072 -11576.2959564209 151485.91646549519 -70302.375271739133 148854.41971726189 -5309.7821741615853 125052.03096277575 54304.491849543541 8424.084353885135 -18596.145781250001 44819.641038682727 -101850.47958559783 -10867.928252180232 -35581.693270089287 -50890.059147542321 2402.6478487181435 12250.560243055557 50392.56493688513 298.56505045998682
leaf_weight=4243743 24701 2635 43 28 25 23 25 59 27 33 49 2641 32 26 23 21 41 34 89 111 20 36 23 43 35 120 206 54 162 43056
leaf_count=4243743 24701 2635 43 28 25 23 25 59 27 33 49 2641 32 26 23 21 41 34 89 111 20 36 23 43 35 120 206 54 162 43056
internal_value=0 -200.409 254.1 -97.2241 -31264.1 -141706 -12056.9 452.587 -14659.2 17342.1 -8039.6 4833.01 19549.7 33659.8 24376.6 -7007.83 46907.1 49897.9 28715.6 -10710.4 -76272.2 83789.7 -49327.3 -45876.8 -71435.7 2290.1 -13027.2 -31294.7 123.003 486.339
internal_weight=0 74421 49720 46177 324 48 276 231 172 110 82 3543 522 356 330 148 62 182 112 166 45 70 55 86 62 3021 380 174 45853 43218
internal_count=4318164 74421 49720 46177 324 48 276 231 172 110 82 3543 522 356 330 148 62 182 112 166 45 70 55 86 62 3021 380 174 45853 43218
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=31
num_cat=0
split_feature=0 5 5 0 1 5 2 5 3 5 5 0 3 3 5 1 0 2 1 1 4 1 5 1 0 0 1 0 3 3
split_gain=3.23806e+11 3.8016e+12 1.2808e+13 1.35141e+13 1.15278e+13 1.92023e+13 1.04196e+13 1.15298e+13 1.0802e+13 9.31226e+12 1.34176e+13 2.2509e+13 4.59058e+13 4.13101e+13 3.35997e+13 3.25969e+13 4.62838e+13 6.38646e+13 3.85489e+13 2.95222e+13 3.518e+13 2.53051e+13 2.43434e+13 2.14381e+13 4.4775e+13 2.9707e+13 2.91471e+13 1.82896e+13 2.25148e+13 2.636e+13
threshold=59.963407450000012 65.905000000000015 67.00500000000001 60.017447350000005 30.226173900000003 66.040000000000006 5.5000000000000009 66.990000000000023 5.5000000000000009 60.310000000000009 62.995000000000012 60.029906750000002 20.500000000000004 18.500000000000004 62.015000000000008 30.332994000000003 59.982527000000012 5.5000000000000009 30.305955500000003 30.305955500000003 1.5000000000000002 30.102666750000001 61.020000000000003 30.243224600000001 60.003414000000006 60.017447350000005 30.226173900000003 60.003414000000006 11.500000000000002 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 5 -5 7 -7 -9 -2 11 12 13 15 22 16 17 -11 -19 20 -18 -22 -15 24 -12 26 -26 28 -21 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 10 23 -13 -14 14 -16 -17 19 18 -20 27 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=6.3088153040738151 -127.23334076786803 -18167.911732488432 -497.06611112016566 -92269.692715371624 -922.79147225433326 11443.364062500001 39048.905566406254 -112932.64337713069 -11389.440468750001 24947.836816406252 52719.110442950274 1398.1048752638267 -13810.113564497426 93543.061228390958 169628.75082031253 3434.9050365345561 131300.15752840909 221599.47261402025 69060.117096354181 -159.9204039754747 -95960.278000000006 7118.0040016250168 -15734.232009548614 -2499.3375201436079 -60269.982166031776 11008.2614912724 44522.780325137872 137291.62705965908 170398.33000372024 46826.831334568298
leaf_weight=4100519 158298 829 42064 37 1894 38 32 22 20 92 222 4291 496 47 30 931 22 37 30 79 25 503 36 6560 121 715 34 22 21 97
leaf_count=4100519 158298 829 42064 37 1894 38 32 22 20 92 222 4291 496 47 30 931 22 37 30 79 25 503 36 6560 121 715 34 22 21 97
internal_value=0 -118.861 -938.211 -7399.32 -3029.68 -29811.2 -9177.63 -28468.2 -64578.7 94.3206 2527.98 5774.64 13383.9 20223.8 78928.8 16655.4 29918.6 79032.6 153298 19763.7 7399.91 2237.4 46145.7 -339.78 12633.4 2404.61 -37283.2 50814.4 41157 68818.4
internal_weight=0 217645 44936 2872 2043 149 112 80 42 172709 14411 6759 2468 1972 113 1859 928 159 67 769 550 528 83 7652 1092 870 155 219 197 118
internal_count=4318164 217645 44936 2872 2043 149 112 80 42 172709 14411 6759 2468 1972 113 1859 928 159 67 769 550 528 83 7652 1092 870 155 219 197 118
is_linear=0
shrinkage=0.1


Tree=4399
num_leaves=31
num_cat=0
split_feature=2 6 5 0 5 0 5 1 5 1 1 3 0 0 5 0 5 1 1 0 5 0 0 0 1 1 5 0 3 3
split_gain=3.06624e+11 7.22244e+12 9.98431e+12 1.44296e+13 1.22725e+13 1.24346e+13 9.13402e+12 9.93127e+12 8.91004e+12 9.9603e+12 9.33605e+12 9.05475e+12 8.65594e+12 9.05456e+12 9.88693e+12 8.77597e+12 8.06317e+12 2.21526e+13 5.9893e+13 7.10356e+13 3.35327e+13 2.41096e+13 3.06018e+13 2.24351e+13 2.18749e+13 1.96214e+13 2.51903e+13 1.8305e+13 3.03289e+13 1.81703e+13
threshold=1.5000000000000002 1.5000000000000002 63.145000000000003 59.863160500000006 104.75000000000001 59.963407450000012 64.405000000000015 30.315880100000005 59.005000000000003 82.975438000000011 83.003420700000007 8.5000000000000018 59.820733200000006 55.012873400000011 86.810000000000016 55.014086100000007 71.715000000000018 37.832345550000007 37.66934650000001 55.657530000000008 95.020000000000024 55.695992150000002 55.719391050000006 55.751981950000008 37.726745000000001 37.712318250000003 137.05000000000004 44.732363600000006 6.5000000000000009 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 12 6 -6 7 -5 10 11 -1 -10 13 14 -4 -15 -3 18 -18 25 21 -21 -23 -24 -25 -20 27 -27 -29 -30
right_child=-2 16 3 4 5 -7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 17 -19 19 20 -22 22 23 24 -26 26 -28 28 29 -31
leaf_value=-142.20877661094269 -10.083668038348078 39.37852382081288 2359.4061012540024 108367.98906250001 119376.99048295454 22891.951012465535 9496.5874011797641 16104.690666852679 -8703.5611223372616 -7598.7807152810465 2397.3667527578423 2990.5854389710739 -23588.121824716422 11539.243849247687 -4447.9042104559121 3062.8679701466904 -2909.8381515424044 -141.20697188848268 -54906.153580729166 -116999.94794809628 -8073.5734259588062 27988.094531250001 -135166.78143168605 -99740.029926215284 -30936.66381343871 -25406.599513721958 98970.840384615396 69280.234196843332 -29916.398523667282 34883.386536362596
leaf_weight=49179 3777275 395772 5751 20 22 34 721 28 867 2921 20514 2802 130 1350 3392 12827 9478 34055 66 87 110 37 43 72 129 195 26 74 119 68
leaf_count=49179 3777275 395772 5751 20 22 34 721 28 867 2921 20514 2802 130 1350 3392 12827 9478 34055 66 87 110 37 43 72 129 195 26 74 119 68
internal_value=0 70.4189 835.081 2601.46 15599.9 60796.8 12308.6 54547.7 272.977 -3241.64 605.31 227.21 2144.16 2287.61 -166.067 3870.03 -104.206 -1379.52 -5394.26 -28344.9 -56518.4 -70999.2 -56757 -69607.7 -55582.6 -3770.25 3231.77 -2227.04 15091 -6352.84
internal_weight=0 540889 100558 24275 825 56 769 48 76283 6590 69693 3669 23450 23320 9143 14177 440331 44559 10504 1026 478 368 281 244 201 548 482 456 261 187
internal_count=4318164 540889 100558 24275 825 56 769 48 76283 6590 69693 3669 23450 23320 9143 14177 440331 44559 10504 1026 478 368 281 244 201 548 482 456 261 187
is_linear=0
shrinkage=0.1


Tree=4400
num_leaves=31
num_cat=0
split_feature=1 1 5 0 2 0 0 3 5 4 5 0 0 0 0 0 0 0 5 5 0 0 5 0 0 0 4 5 6 3
split_gain=3.44443e+11 2.56474e+13 2.2515e+13 2.05758e+13 1.37323e+13 1.26186e+13 2.09014e+13 1.05948e+13 9.7528e+12 9.4799e+12 1.13613e+13 8.748e+12 8.12652e+12 9.3014e+12 4.08241e+13 7.34421e+12 1.58629e+13 8.35922e+12 6.99144e+12 6.62948e+12 6.34919e+12 9.03286e+12 6.26468e+12 5.88013e+12 5.85862e+12 2.72648e+13 5.73922e+12 5.65895e+12 5.57018e+12 5.25474e+12
threshold=53.664171200000006 54.845880150000006 65.905000000000015 53.973051950000006 2.5000000000000004 58.242297500000006 57.641335050000002 8.5000000000000018 110.05000000000001 2.5000000000000004 74.610000000000014 56.367862600000002 54.484631300000011 56.143542450000005 56.367862600000002 56.802385350000009 56.911498950000002 56.758269450000007 44.205000000000005 45.005000000000003 57.057093650000006 56.093493200000005 73.995000000000019 53.719078300000007 56.054485600000007 55.535913550000011 3.5000000000000004 38.010000000000012 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 23 -4 6 7 12 9 10 -6 -10 -5 24 29 17 -17 -16 -19 -20 21 -9 26 -2 25 27 -11 -14 -22 -15
right_child=1 -3 4 5 8 -7 -8 20 11 22 -12 -13 13 14 15 16 -18 18 19 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=22.008703605388924 12843.46360941569 4.6255257741351574 -2906.8410651410704 -7338.9248937540251 -24047.253315822556 3619.9166976158458 -41130.812182282752 -3274.4493198145306 -107280.20533288045 -29037.661480062263 -89588.927960526315 -29882.038466796876 -2669.166620026182 -27011.669367675782 1335.6458240720831 -40909.784769144142 -2034.0416996988997 5745.2049098029211 74549.466824340823 23620.89072150283 29625.322751847238 -13866.700807683745 -8072.4342585146042 -33941.610079777944 11489.294539712962 -25303.455846880261 -5211.9027196547568 14218.750855762642 -10368.036027832031 -57933.989049692631
leaf_weight=2686671 30 1614341 763 1662 87 3130 146 1575 23 394 38 40 279 100 1603 111 1929 199 32 127 83 1647 612 257 983 297 136 687 60 122
leaf_count=2686671 30 1614341 763 1662 87 3130 146 1575 23 394 38 40 279 100 1603 111 1929 199 32 127 83 1647 612 257 983 297 136 687 60 122
internal_value=0 -36.243 -3882.77 -2532.05 -13601.1 -2016.82 -3532.28 -3054.78 -19736.2 -17826.7 -43971.9 -58138.5 -1101.81 500.609 -2264.74 51.2671 -4149.34 4421.1 18236.7 33870.7 -7773.82 -8688.92 -14965 -29051.2 5700.1 1194.35 -22923.9 9341.18 12844.9 -44005
internal_weight=0 1.63149e+06 17152 15059 2093 14772 11642 11496 1330 1267 125 63 8131 6469 4223 4001 2040 1961 358 159 3365 3222 1142 287 2246 1263 530 966 143 222
internal_count=4318164 1631493 17152 15059 2093 14772 11642 11496 1330 1267 125 63 8131 6469 4223 4001 2040 1961 358 159 3365 3222 1142 287 2246 1263 530 966 143 222
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=31
num_cat=0
split_feature=1 4 5 5 3 6 3 0 5 5 0 0 5 5 1 0 3 3 6 2 5 0 5 6 5 5 5 5 2 5
split_gain=3.16957e+11 5.04872e+12 1.14783e+13 1.18259e+13 1.41685e+13 2.1638e+13 1.7263e+13 1.77307e+13 2.42205e+13 4.66564e+13 1.76043e+13 3.74818e+13 5.12712e+13 1.52753e+13 1.46213e+13 1.51387e+13 1.95418e+13 2.00414e+13 4.60378e+13 2.22572e+13 4.30529e+13 2.16987e+13 1.78862e+13 2.89691e+13 5.2927e+13 2.58721e+13 1.97142e+13 1.76059e+13 2.75207e+13 1.6289e+13
threshold=30.207352000000004 2.5000000000000004 29.050000000000004 56.005000000000003 5.5000000000000009 1.5000000000000002 4.5000000000000009 54.725565150000001 123.15000000000002 89.00500000000001 60.017447350000005 60.693675950000006 60.310000000000009 118.33500000000002 20.507360500000004 54.725565150000001 9.5000000000000018 8.5000000000000018 1.5000000000000002 2.5000000000000004 94.040000000000006 54.708501450000007 99.555000000000021 1.5000000000000002 118.33500000000002 87.395000000000024 109.05000000000001 85.91500000000002 6.5000000000000009 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 13 -7 8 9 -8 -9 12 -12 -5 15 16 17 18 -6 20 -20 -19 25 26 -25 27 -24 -23 -29 -17
right_child=-2 2 3 4 14 6 7 10 -10 -11 11 -13 -14 -15 -16 29 -18 21 19 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-218.67442964789245 -3.9027963460865673 -74116.390439453127 11776.97919142353 25504.365282556006 -41537.127090176669 2344.4361435467922 -23862.853164062501 -3590.1824354268319 40666.919243421056 -135824.0963952106 59787.475683593751 5501.2561694137448 -63138.87904992816 -11822.171489618289 4940.766530394736 37252.286425142978 3098.4650533211334 -1596.6971829379563 4025.667809606482 14385.929213627051 190208.92642663047 -47789.514161217732 68485.179544270839 -148726.21875 53189.880803571432 -83538.664146412048 -13043.585644531251 -24515.651350635595 111222.65256835938 1839.8021628872184
leaf_weight=68175 4230377 20 1095 415 143 2010 195 2469 38 46 39 246 261 149 9452 153 952 274 27 183 23 161 45 34 21 135 87 59 20 860
leaf_count=68175 4230377 20 1095 415 143 2010 195 2469 38 46 39 246 261 149 9452 153 952 274 27 183 23 161 45 34 21 135 87 59 20 860
internal_value=0 188.072 1602 1679.3 1081.52 -2978.71 -4958.88 -9415.36 -33533.4 -45233 -7183.54 -23432.6 -47158.5 15643.3 2968.09 -2900.87 -7623.8 -16045.9 3128.5 30541.3 89670 -24669.8 -35919 -10656 -71631 -48516.8 14750.3 -28817 9848.48 7188.38
internal_weight=0 87787 19612 19592 18497 5868 5304 3294 279 241 3015 546 300 564 12629 3177 2164 1212 376 233 50 836 562 187 55 375 132 240 79 1013
internal_count=4318164 87787 19612 19592 18497 5868 5304 3294 279 241 3015 546 300 564 12629 3177 2164 1212 376 233 50 836 562 187 55 375 132 240 79 1013
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=31
num_cat=0
split_feature=5 6 3 5 0 0 0 1 3 1 3 3 3 1 3 1 5 5 5 3 5 5 5 5 5 2 5 2 2 3
split_gain=2.96104e+11 3.17457e+12 6.55508e+12 9.38572e+12 6.36663e+12 1.37771e+13 2.21174e+13 1.8141e+13 1.91288e+13 3.43563e+13 4.38357e+13 3.27619e+13 3.2687e+13 3.08537e+13 3.81161e+13 4.20375e+13 3.27663e+13 3.04403e+13 2.81529e+13 2.62054e+13 5.55911e+13 5.32758e+13 6.37263e+13 4.20109e+13 4.17504e+13 3.04182e+13 7.23738e+13 2.73665e+13 2.51963e+13 2.44282e+13
threshold=81.910000000000011 1.5000000000000002 37.500000000000007 96.015000000000015 59.982527000000012 59.904813200000007 59.896318000000008 30.425002000000003 15.500000000000002 30.410108300000001 17.500000000000004 21.500000000000004 20.500000000000004 30.388336800000001 14.500000000000002 30.243224600000001 102.01000000000001 87.00500000000001 85.91500000000002 12.500000000000002 90.015000000000015 86.810000000000016 84.030000000000015 88.015000000000015 94.040000000000006 3.5000000000000004 91.050000000000011 5.5000000000000009 6.5000000000000009 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 8 13 10 -10 12 -12 14 15 -7 17 -16 -13 27 21 22 -21 -23 25 -22 -27 -17 -19 -15
right_child=1 2 3 -5 -6 7 -8 -9 9 -11 11 18 -14 29 16 19 -18 28 -20 20 24 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.1608198391236328 -260.31454975623717 299.15231694135247 -86738.78459821429 3945.7328085937502 -3716.9880278986043 93583.172386718754 -14030.184539838963 -15179.019224222917 50726.769081524682 -66867.812132727573 -5124.505317705527 83432.497072916667 -121362.23936298078 131753.99807942708 22921.646734884514 -1303.1347948088121 56499.765873579541 -56711.824309593023 14910.270703778218 -82198.252050781259 183453.93437500001 -179307.84968750001 38648.564404296878 -52375.993014427921 -7484.2863088370214 -71624.677199074082 175900.6686011905 19920.324850150071 -170985.92588169643 26152.698144142181
leaf_weight=3935898 119187 251110 21 25 5279 50 1178 422 347 46 348 75 26 24 23 1938 22 43 299 80 20 45 96 62 281 27 21 885 35 251
leaf_count=3935898 119187 251110 21 25 5279 50 1178 422 347 46 348 75 26 24 23 1938 22 43 299 80 20 45 96 62 281 27 21 885 35 251
internal_value=0 84.0257 292.238 -37453.7 -314.828 -172.097 -395.079 4738.11 6404.46 17794.2 21350.7 7723.08 -13205.2 3074.8 626.937 2547.06 -54088.8 -78177.4 28651.4 1229.61 -17176.8 -50112.2 -16281.8 -105759 9530.21 79840.1 36667.7 5350.34 -107989 35368.8
internal_weight=0 382266 251156 46 131110 125831 120365 5466 5044 1141 1095 748 374 3903 3628 3505 123 101 374 3455 632 283 176 107 349 68 48 2823 78 275
internal_count=4318164 382266 251156 46 131110 125831 120365 5466 5044 1141 1095 748 374 3903 3628 3505 123 101 374 3455 632 283 176 107 349 68 48 2823 78 275
is_linear=0
shrinkage=0.1


Tree=4403
num_leaves=31
num_cat=0
split_feature=5 4 2 2 1 1 0 0 5 5 3 0 5 3 3 3 3 0 0 1 5 5 1 1 1 0 5 2 0 5
split_gain=3.39407e+11 2.60462e+12 4.71847e+12 1.36869e+13 2.67641e+13 2.61814e+13 2.22945e+13 2.18549e+13 1.99513e+13 3.66753e+13 2.0927e+13 3.24801e+13 1.85474e+13 1.35713e+13 2.01109e+13 2.29824e+13 2.29792e+13 2.35785e+13 1.7052e+13 1.67727e+13 1.65203e+13 1.50442e+13 1.46524e+13 1.3282e+13 1.21199e+13 1.18063e+13 2.73778e+13 1.6e+13 1.64964e+13 1.49653e+13
threshold=96.015000000000015 2.5000000000000004 7.5000000000000009 6.5000000000000009 82.911991800000024 39.925119750000007 59.950068600000009 55.02863030000001 118.33500000000002 109.05000000000001 14.500000000000002 45.063245200000004 125.85000000000001 18.500000000000004 14.500000000000002 13.500000000000002 15.500000000000002 59.820733200000006 59.950068600000009 37.944765900000007 97.050000000000011 100.05000000000001 38.950530550000003 37.487839250000007 37.66934650000001 56.093493200000005 120.05000000000001 2.5000000000000004 55.010031850000011 137.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 6 8 -6 9 10 11 -5 -10 14 15 -2 17 -16 25 20 -17 22 24 -14 -15 27 -27 -18 -29 -28
right_child=1 -3 -4 4 7 -7 -8 -9 12 -11 -12 -13 23 21 16 19 18 -19 -20 -21 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=5.310538621481756 -2207.9832148534297 -32.015789461728211 -4791.5799226958179 174077.62283203125 128381.04292410715 -15843.909329352253 -54086.653232758625 14948.315151515153 -70869.345457175921 157804.97786458334 -26224.036478365389 31234.381669421076 84569.794466145846 40692.415234375003 -105765.02041364399 126186.51540625001 -65851.69905711207 18485.977380952383 -85534.026503906251 -3132.0233617889749 36054.766925888762 2512.2948049516822 69984.20734853977 -25771.232109375003 -56488.02987699963 -18110.75204254518 124053.58916713169 9566.5659870426825 -51344.956999231559 13839.466974431818
leaf_weight=4168594 5675 138843 3306 20 35 261 29 33 27 30 39 78 24 33 56 25 58 21 30 89 109 268 82 20 21 83 28 164 61 22
leaf_count=4168594 5675 138843 3306 20 35 261 29 33 27 30 39 78 24 33 56 25 58 21 30 89 109 268 82 20 21 83 28 164 61 22
internal_value=0 -148.007 -1649.32 -249.474 14283.4 6678.51 28694.8 73332.8 38781.6 57660.2 35730.6 60386.1 -5622.84 -1518.57 -2637.1 -970.57 -21431 -71878.4 -12721.5 30519.7 52870.4 16258.9 43347.8 34414.8 2900.02 -7470.55 17103.6 -19019.5 -6947.22 75559.4
internal_weight=0 149570 10727 7421 596 528 267 68 238 167 137 98 71 6825 6421 5898 523 77 446 223 134 404 136 44 54 416 133 283 225 50
internal_count=4318164 149570 10727 7421 596 528 267 68 238 167 137 98 71 6825 6421 5898 523 77 446 223 134 404 136 44 54 416 133 283 225 50
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=31
num_cat=0
split_feature=3 1 5 0 0 5 5 1 0 0 0 0 1 5 4 5 1 0 0 4 5 5 2 0 0 1 1 0 1 0
split_gain=2.87406e+11 1.55967e+12 4.23034e+12 8.78602e+12 6.35078e+12 5.35646e+12 5.33791e+12 1.22087e+13 1.92013e+13 5.86712e+12 5.00182e+12 1.46212e+13 5.61962e+13 7.43628e+12 5.80598e+12 5.85221e+12 5.60081e+12 1.00462e+13 1.40405e+13 2.69999e+13 9.97707e+12 1.0373e+13 8.05191e+12 9.80328e+12 6.97236e+12 5.22841e+12 8.57084e+12 2.93033e+13 1.90707e+13 9.18588e+12
threshold=2.5000000000000004 37.503486000000002 97.050000000000011 44.893607100000004 45.133160800000006 100.05000000000001 71.715000000000018 37.417247200000006 55.299834250000011 44.893607100000004 55.674875350000008 55.91302515000001 37.39371280000001 13.050000000000002 2.5000000000000004 29.050000000000004 30.502469200000004 59.932719750000011 59.950068600000009 1.5000000000000002 67.990000000000023 63.455000000000005 1.5000000000000002 60.003414000000006 60.029906750000002 30.410108300000001 30.332994000000003 59.916647550000008 30.278357500000002 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 10 9 -9 -8 -1 12 14 -13 15 -12 17 20 19 -19 21 25 24 -24 -20 26 27 28 -15 -28
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 11 13 -14 16 -16 -17 -18 18 22 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=4046.1300242326215 -4.2301725755208563 43.323897327675141 51473.371671195659 -54810.448086547854 -33305.103017436595 -2263.4057907424608 -31416.351847956732 6762.9367447916666 133258.38915039063 8377.7082563021886 -43664.75143973215 61502.087333984375 -178420.40986793156 2500.4410357870834 -38462.464223160285 -360.47354346381297 2980.4844700424856 23515.332872596155 42329.605658922701 -106150.16630394345 -53564.37156628025 56737.328135850701 -72913.773730468747 -14353.372257152958 -3207.328424072266 33139.091451248467 -9695.4311288339122 107676.34837740386 -89952.859782608692 -86353.676598011371
leaf_weight=3374 4205107 103321 23 32 69 286 39 30 20 741 35 20 21 745 62 288 3010 26 38 42 31 36 32 268 292 51 54 26 23 22
leaf_count=3374 4205107 103321 23 32 69 286 39 30 20 741 35 20 21 745 62 288 3010 26 38 42 31 36 32 268 292 51 54 26 23 22
internal_value=0 157.34 1367.3 -8574.23 -12142.9 -8296.86 1804.36 9458.67 57361.1 6388.01 1056.59 -912.699 -19122.1 654.949 -10433.1 -5052.89 395.804 -4218.6 -13402.4 -56572.2 2269.54 4078.16 -8742.79 -20599.8 2036.32 2019.82 195.59 3266.37 -268.343 -31886
internal_weight=0 113057 9736 410 387 355 9326 830 50 780 8496 5122 406 4716 385 323 4696 1686 698 68 988 957 630 300 330 921 870 794 768 76
internal_count=4318164 113057 9736 410 387 355 9326 830 50 780 8496 5122 406 4716 385 323 4696 1686 698 68 988 957 630 300 330 921 870 794 768 76
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=31
num_cat=0
split_feature=5 5 4 1 1 3 1 0 0 0 3 1 5 1 0 5 1 2 2 0 0 0 3 6 0 2 0 0 0 3
split_gain=2.79603e+11 4.00712e+12 5.20437e+12 1.70208e+13 3.91258e+13 2.43572e+13 2.42832e+13 2.97167e+13 2.89157e+13 3.67401e+13 4.90478e+13 3.35797e+13 3.32232e+13 3.15428e+13 4.22949e+13 3.9507e+13 3.37439e+13 2.82817e+13 2.58447e+13 2.51702e+13 6.56662e+13 5.40824e+13 5.2434e+13 3.97226e+13 5.81948e+13 5.27443e+13 3.69167e+13 3.35361e+13 2.86972e+13 7.77744e+13
threshold=47.005000000000003 49.010000000000012 1.5000000000000002 30.160599000000001 30.207352000000004 3.5000000000000004 30.226173900000003 59.982527000000012 59.982527000000012 60.003414000000006 18.500000000000004 30.346469350000003 57.005000000000003 30.332994000000003 60.029906750000002 55.990000000000002 30.315880100000005 8.5000000000000018 10.500000000000002 56.802385350000009 56.863241500000008 55.851332700000007 16.500000000000004 1.5000000000000002 56.838612000000005 4.5000000000000009 56.831297550000009 57.131524800000008 55.777112100000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 17 19 10 -10 13 -12 14 -11 -15 -16 -6 -19 21 22 28 23 24 25 -21 -27 -22 -8 -30
right_child=1 2 -4 4 6 -7 8 -9 9 11 12 -13 -14 15 16 -17 -18 18 -20 20 27 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-26.082149383033773 486.12848065303206 -57786.715905070763 27.559990985660704 -32587.869946637838 -28053.130751927019 11019.174602476431 -780.57272089199239 38318.205330334094 -52484.330072467332 28526.978713867185 -48759.081688456637 -17063.030158189616 54192.316461251794 -704.04730113636367 -8306.3859554406372 191052.56741071431 -110742.91247767858 119295.2950892857 6288.2148116438366 41085.871063701925 -10583.036004325877 -8504.0513481867692 7512.1515872839727 24925.237721578666 19647.944620842893 74467.21567007211 220882.05593596815 2571.3505205834213 41369.799489758472 1959.9542800560478
leaf_weight=2105789 173534 53 1907066 385 187 1758 96145 351 397 400 49 1057 87 22 396 21 35 28 73 52 2283 9076 1485 580 109 26 51 12828 592 3249
leaf_count=2105789 173534 53 1907066 385 187 1758 96145 351 397 400 49 1057 87 22 396 21 35 28 73 52 2283 9076 1485 580 109 26 51 12828 592 3249
internal_value=0 24.8256 -14.4378 -622.235 -756.395 9005.53 -661.818 18784.1 -758.188 -11487.1 -34729.3 -5071.75 17099.5 9430.29 5108.86 92944.5 -16624.9 -5023.01 37616.9 -549.167 2981.26 -1112.87 18711 39041.4 73442.1 118896 171443 583.96 -441.955 8034.06
internal_weight=0 2.21238e+06 2.03884e+06 131775 129964 1811 129579 639 128940 2464 533 1931 136 874 831 43 431 288 101 126476 17414 109062 2303 818 238 129 77 15111 99986 3841
internal_count=4318164 2212375 2038841 131775 129964 1811 129579 639 128940 2464 533 1931 136 874 831 43 431 288 101 126476 17414 109062 2303 818 238 129 77 15111 99986 3841
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=31
num_cat=0
split_feature=4 1 1 2 0 5 0 3 5 5 0 0 5 0 0 0 3 1 3 2 3 3 5 5 2 2 5 2 1 0
split_gain=3.37323e+11 3.93797e+12 5.73254e+12 5.06814e+12 5.43512e+12 4.93215e+12 7.54911e+12 4.03882e+12 4.43054e+12 5.34102e+12 5.86665e+12 4.64819e+12 6.5129e+12 4.11418e+12 3.77741e+12 3.51092e+12 3.45438e+12 5.51326e+12 9.75587e+12 4.4248e+12 3.38313e+12 1.10574e+13 9.66701e+12 1.80168e+13 2.08831e+13 1.83649e+13 1.25492e+13 1.14899e+13 1.08912e+13 1.02496e+13
threshold=1.0000000180025095e-35 82.964402850000013 82.970752000000019 5.5000000000000009 54.943649450000002 102.01000000000001 55.046835900000012 24.500000000000004 39.005000000000003 33.395000000000003 54.947152850000002 54.946533000000009 35.505000000000003 54.944759500000011 54.947737500000009 55.07108800000001 36.500000000000007 37.620907050000007 37.500000000000007 15.500000000000002 22.500000000000004 21.500000000000004 61.845000000000006 65.50500000000001 20.500000000000004 11.500000000000002 59.810000000000009 20.500000000000004 49.964253350000007 55.020029900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 7 -5 15 -7 8 9 -3 11 12 -11 -14 -12 -6 20 19 -19 -18 21 -1 26 24 25 -24 -22 29 -28 -25
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 14 -13 13 -15 -16 -17 17 18 -20 -21 22 -23 23 27 -26 -27 28 -29 -30 -31
leaf_value=-229.17563184802123 -6.8439476982513945 3504.0736185657865 363.33456366197152 -5131.3841176245169 6207.1991302772803 -65802.585139973962 3382.4867866847826 -10340.255313077387 5493.325321449166 -11694.627996905183 34017.946585457787 -23274.371475129439 28040.820421266559 259.30513521870103 -2230.9297110721982 44551.299837239581 -29383.190472146744 -93499.334599958151 -8958.472230568912 27079.693191964285 780.06733381397714 -6277.6253152870095 72408.326695478725 -13139.026370470063 138853.26629464288 -16472.498080842393 -93420.808096590918 -21292.890351351041 -17119.739916406248 20545.257259895836
leaf_weight=129004 4073891 1179 80332 481 4752 24 46 324 1531 618 57 169 64 319 58 24 23 21 39 35 21196 3095 47 119 21 46 22 127 125 375
leaf_count=129004 4073891 1179 80332 481 4752 24 46 324 1531 618 57 169 64 319 58 24 23 21 39 35 21196 3095 47 119 21 46 22 127 125 375
internal_value=0 114.141 639.923 2943.36 5007.32 6013.66 -20338.1 397.697 1268.56 -1356.49 -5816.1 -7934.46 -5344.6 4901.65 15735.9 6399.88 -192.472 -17295.7 -38547.8 4689.24 -179.382 -370.887 966.446 12242.3 48784 28445.8 578.132 5534.19 -28538.9 12431
internal_weight=0 244273 89978 9646 5327 4846 70 4319 3995 2464 1285 1170 1001 383 115 4776 154295 118 60 58 154177 132099 22078 735 114 93 21343 621 147 494
internal_count=4318164 244273 89978 9646 5327 4846 70 4319 3995 2464 1285 1170 1001 383 115 4776 154295 118 60 58 154177 132099 22078 735 114 93 21343 621 147 494
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=31
num_cat=0
split_feature=1 1 5 0 2 0 0 3 0 0 3 3 0 3 0 0 0 4 5 3 3 0 0 0 0 0 0 0 0 0
split_gain=3.08758e+11 2.07242e+13 1.82551e+13 1.66739e+13 1.11293e+13 1.02226e+13 1.69389e+13 8.81588e+12 8.32096e+12 1.11879e+13 7.28591e+12 6.48906e+12 6.03123e+12 1.24174e+13 7.73863e+12 7.29358e+12 1.01452e+13 9.70939e+12 7.47063e+12 1.07201e+13 5.78419e+12 6.35441e+12 7.88619e+12 5.71898e+12 1.3597e+13 9.67895e+12 9.21253e+12 2.49057e+13 6.14109e+12 1.27426e+13
threshold=53.664171200000006 54.845880150000006 65.905000000000015 53.973051950000006 2.5000000000000004 58.242297500000006 57.641335050000002 12.500000000000002 56.054485600000007 55.719391050000006 11.500000000000002 8.5000000000000018 56.093493200000005 8.5000000000000018 56.367862600000002 57.641335050000002 57.057093650000006 3.5000000000000004 80.00500000000001 8.5000000000000018 6.5000000000000009 54.484631300000011 54.648549400000007 56.054485600000007 56.093493200000005 55.535913550000011 56.367862600000002 56.143542450000005 56.802385350000009 56.911498950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 20 9 11 12 -6 13 -10 -14 16 -16 -17 -19 -20 21 -5 -23 25 -25 -24 27 -26 -28 -30
right_child=1 -3 4 5 8 -7 -8 -9 10 -11 -12 -13 14 -15 15 17 -18 18 19 -21 -22 22 23 24 26 -27 28 -29 29 -31
leaf_value=20.837453571168194 -26148.333321197235 2.4229605695357264 -2615.3219278998022 -6490.5002071764611 -37478.770247670764 3261.4928754518287 -37023.436419259691 -25019.307812220984 50683.2535513529 -105514.72038690477 -53386.472333559781 10967.036868106617 -38096.457466493805 -8829.4314746194632 -10606.083548754434 -37475.796424865723 34142.712408747437 27226.578136268032 -73019.804500000013 20547.210872395837 -5976.967612682759 10668.454393944376 3094.1925885139626 13653.975976892916 4155.3846271684979 -22773.085444944234 3979.202899174591 -39605.957747395834 -36818.564562218467 -1961.5110079938397
leaf_weight=2686671 287 1614341 763 1659 148 3130 146 175 41 21 46 34 145 242 299 192 61 52 25 24 3233 676 282 665 314 297 1961 222 111 1901
leaf_count=2686671 287 1614341 763 1659 148 3130 146 175 41 21 46 34 145 242 299 192 61 52 25 24 3233 676 282 665 314 297 1961 222 111 1901
internal_value=0 -34.3142 -3492 -2275.76 -12242.8 -1811.95 -3175.96 -2746.1 -17765.9 -36402.9 -14409 -28428.5 -12750.4 -207.452 -17198.5 -12558.1 -3023.65 -24272.8 825.941 -27191.1 -2401.8 -972.703 451.161 -749.41 305.312 -10174.5 -1663.39 -13969.6 -3.14025 -3884.54
internal_weight=0 1.63149e+06 17152 15059 2093 14772 11642 11496 1330 203 1127 182 1081 283 798 653 360 293 101 49 11321 8088 6429 5753 5174 579 4509 536 3973 2012
internal_count=4318164 1631493 17152 15059 2093 14772 11642 11496 1330 203 1127 182 1081 283 798 653 360 293 101 49 11321 8088 6429 5753 5174 579 4509 536 3973 2012
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 5 6 1 5 1 5 5 5 5 5 5 1 1 2 3 1 3 2 5 2 2 5 5 2
split_gain=3.0335e+11 8.48774e+12 2.8906e+13 3.56109e+13 2.87237e+13 1.9164e+13 1.35331e+13 1.22731e+13 1.36507e+13 1.1788e+13 1.13664e+13 1.46102e+13 2.36835e+13 1.22612e+13 1.09102e+13 1.13341e+13 1.06451e+13 1.73249e+13 1.91549e+13 3.84964e+13 2.00785e+13 1.28109e+13 1.23782e+13 1.08939e+13 2.36738e+13 9.32717e+12 9.09406e+12 9.01515e+12 1.24998e+13 3.71807e+13
threshold=55.91302515000001 55.924336300000007 37.692869000000009 15.500000000000002 54.710000000000008 38.058342000000003 116.06000000000002 1.5000000000000002 37.542000650000013 58.605000000000011 37.642309100000013 49.505000000000003 52.405000000000008 41.005000000000003 56.835000000000008 60.310000000000009 39.355000000000011 37.597123000000003 37.39371280000001 2.5000000000000004 9.5000000000000018 37.487839250000007 8.5000000000000018 5.5000000000000009 61.405000000000008 3.5000000000000004 5.5000000000000009 150.04500000000004 100.05000000000001 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 10 27 26 8 -6 -10 11 13 -13 -5 -9 -16 -2 18 23 -20 21 -21 -19 25 -25 -18 -7 28 -4 -30
right_child=1 -3 5 4 7 6 -8 14 9 -11 -12 12 -14 -15 15 -17 17 22 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-17.174145561213201 -5988.8369180634672 11.317923531639387 5612.1116770612043 5891.1350191556494 13374.754201543899 -1284.7644760454205 -84551.637855113644 -102486.53170200893 6655.3405326704542 -46418.791899832591 -20984.304330308703 127649.65625 867.91318597560974 -23888.881586770454 41.779697464923473 -54439.787398674584 9887.0114974225162 -64870.640892269745 146396.98396139705 75864.641999897212 -21062.831426886794 -3261.5078229631699 7613.3271988407259 -3062.0603050595237 121439.65375976563 -40030.681998697924 -20120.851891769744 72377.106064453124 -40785.920353989794 53603.13383522728
leaf_weight=3041259 299 1260308 12400 429 84 1136 22 35 55 175 360 23 41 204 49 173 122 38 34 76 53 28 62 42 24 54 331 20 173 55
leaf_count=3041259 299 1260308 12400 429 84 1136 22 35 55 175 360 23 41 204 49 173 122 38 34 76 53 28 62 42 24 54 331 20 173 55
internal_value=0 40.9044 2287.58 -7716.81 -16318 4028.46 -6702.24 -34390.2 -21126.6 -33727.2 -6555.21 897.405 46430.1 -3706.22 -50595.6 -42414.6 9113.39 17585.4 26249.6 49924.4 29032.2 54561.4 -19930.6 7564.07 42211.3 -5428.64 -5534.76 5291.74 5185.49 -18016.6
internal_weight=0 1.2769e+06 16597 2460 1628 14137 1489 571 314 230 1057 697 64 633 257 222 832 533 433 191 157 104 100 242 66 176 1467 12648 12628 228
internal_count=4318164 1276905 16597 2460 1628 14137 1489 571 314 230 1057 697 64 633 257 222 832 533 433 191 157 104 100 242 66 176 1467 12648 12628 228
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=31
num_cat=0
split_feature=1 5 4 3 5 1 0 0 0 1 4 0 2 3 3 4 3 3 5 5 3 2 2 5 3 3 3 0 3 2
split_gain=2.82708e+11 1.53557e+12 9.98559e+12 1.02941e+13 6.89475e+12 4.86799e+12 1.85675e+13 5.29092e+13 2.94816e+13 1.61427e+13 1.01184e+13 1.00672e+13 1.51182e+13 7.31147e+12 8.38834e+12 7.48243e+12 7.06663e+12 7.49916e+12 6.61184e+12 1.15237e+13 1.67722e+13 1.18846e+13 1.06945e+13 7.36675e+12 6.18202e+12 4.85971e+12 1.36261e+13 1.24407e+13 4.76465e+12 4.72706e+12
threshold=86.067573200000012 77.00500000000001 1.0000000180025095e-35 9.5000000000000018 125.85000000000001 91.398302750000013 55.455204450000004 55.349623500000007 55.416472000000006 86.192907650000009 4.5000000000000009 56.24640500000001 2.5000000000000004 8.5000000000000018 7.5000000000000009 2.5000000000000004 1.5000000000000002 6.5000000000000009 94.040000000000006 101.05000000000001 15.500000000000002 4.5000000000000009 3.5000000000000004 81.910000000000011 5.5000000000000009 14.500000000000002 13.500000000000002 55.212972300000011 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 13 10 -8 18 -11 -13 14 16 -15 -4 28 23 21 22 -20 -21 -9 -14 26 -17 -27 29 -18
right_child=1 2 5 4 -6 -7 9 8 -10 11 -12 12 24 15 -16 25 17 -19 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-5.1844278115182023 228.24473992065552 64379.627398947014 18606.48415527344 21425.015184928798 -40788.104008152179 -331.41899937025744 -101173.33715277778 30019.343768433435 99909.485815429696 -41547.896181342439 -41717.114670138893 41598.585039062506 5959.8428085990581 -46120.344211647731 -75119.137818287039 -4012.8133318021155 -17336.783806818185 38275.825126953125 27236.016137695315 48514.549147727274 95025.670907738095 124821.60399639423 -37551.863225446425 -79.875580754626412 -39943.649614197529 19725.804905348559 74170.347626528528 -73400.953393554693 -17607.666939322255 -55324.325024112652
leaf_weight=4147874 152686 46 48 79 23 15184 27 149 48 131 27 50 46 44 27 724 55 20 24 22 21 26 42 179 81 26 23 32 319 81
leaf_count=4147874 152686 46 48 79 23 15184 27 149 48 131 27 50 46 44 27 724 55 20 24 22 21 26 42 179 81 26 23 32 319 81
internal_value=0 126.281 -758.09 25107.5 7396.57 -977.391 -5294.48 -1534.98 25116.3 -27032.3 17789.7 -20532.9 -4979.4 -11784 -20765.9 -5965.39 -17959.9 -21655 21259.8 39886.7 17478.6 77980.5 -7966.53 13593.2 -23317.2 -3770.58 -1605.57 -31654.5 -24289.3 -39961.7
internal_weight=0 170290 17604 148 102 17456 2272 1937 538 335 490 308 177 1399 550 849 523 475 463 135 85 50 64 328 127 805 747 58 455 136
internal_count=4318164 170290 17604 148 102 17456 2272 1937 538 335 490 308 177 1399 550 849 523 475 463 135 85 50 64 328 127 805 747 58 455 136
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=31
num_cat=0
split_feature=1 0 5 0 3 0 5 5 5 2 4 3 5 2 2 3 1 3 1 1 0 6 5 5 3 1 3 1 4 5
split_gain=3.08669e+11 1.7714e+12 4.86436e+12 6.53312e+12 1.46317e+13 6.26249e+12 1.17654e+13 2.31863e+13 1.7137e+13 2.46185e+13 1.28902e+13 1.27751e+13 1.677e+13 1.20078e+13 1.14696e+13 9.38684e+12 1.46141e+13 1.0233e+13 1.32504e+13 1.60497e+13 2.88079e+13 6.39169e+13 1.74335e+13 1.63952e+13 1.53199e+13 1.51648e+13 1.50746e+13 8.68287e+12 8.17037e+12 1.55845e+13
threshold=83.000022850000008 55.012873400000011 31.990000000000006 54.990279300000005 18.500000000000004 54.811549550000009 54.990000000000002 56.835000000000008 53.705000000000005 1.5000000000000002 1.5000000000000002 2.5000000000000004 45.985000000000007 1.5000000000000002 7.5000000000000009 15.500000000000002 83.140147550000009 11.500000000000002 83.053286850000021 83.093115700000013 54.864040150000001 1.5000000000000002 62.385000000000012 89.00500000000001 12.500000000000002 83.015546400000019 12.500000000000002 83.053286850000021 4.5000000000000009 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 8 13 11 -10 27 12 -7 -8 -13 17 -17 28 25 26 -21 22 -22 -23 -24 -19 -20 -11 -9 -30
right_child=1 -3 5 4 -6 6 7 15 9 10 -12 14 -14 -15 -16 16 -18 18 19 20 21 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=10.056747505224422 -849.406495740232 -209.76058696194843 -12.09247284371091 -14369.323043542854 28512.422635402036 -3911.1705200551205 48097.079420855982 3200.6969543128594 -30627.812628536969 -5228.8103019067803 8161.2629893554695 2281.7979199529477 -45518.131036603008 13887.63334304425 -2243.8805652725068 -2572.7230078891735 45225.578401442312 19161.661354361011 97927.19639295213 123471.41402529762 106883.01001216343 -43495.584056235268 84940.913684895844 -143118.58580729167 5111.4648905604336 -15008.894226461745 31977.299431448275 -48568.396204898236 -3815.1864742902371 -76942.64166124133
leaf_weight=3782924 23314 338517 126100 751 89 343 115 12776 437 118 500 17541 135 952 8226 4020 65 268 47 21 28 53 30 24 121 252 132 76 153 36
leaf_count=3782924 23314 338517 126100 751 89 343 115 12776 437 118 500 17541 135 952 8226 4020 65 268 47 21 28 53 30 24 121 252 132 76 153 36
internal_value=0 -71.0782 167.564 -1161.58 -9825.9 353.6 1345.96 3251.29 17.1119 -12035.3 -327.905 536.497 -15662.1 17574.7 836.995 2403.45 -1812.16 3638.72 13513.2 25955.7 10874.5 1638 34410.3 -74546.9 20971.6 2602.08 49293.8 -22207.2 2895.37 -17744.2
internal_weight=0 535240 196723 24154 840 172569 46469 19093 27376 1131 694 26245 478 1067 25767 18026 4085 13941 976 456 277 256 179 77 151 520 179 194 12965 189
internal_count=4318164 535240 196723 24154 840 172569 46469 19093 27376 1131 694 26245 478 1067 25767 18026 4085 13941 976 456 277 256 179 77 151 520 179 194 12965 189
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=31
num_cat=0
split_feature=5 3 0 3 1 5 1 3 3 1 0 2 2 5 0 0 5 3 0 1 5 2 3 3 5 0 1 5 0 0
split_gain=3.03122e+11 3.64002e+12 9.22828e+12 5.46542e+12 5.6234e+12 1.10244e+13 1.9542e+13 1.48219e+13 4.70371e+13 2.07537e+13 3.51087e+13 1.01634e+13 1.76868e+13 1.46797e+13 2.60117e+13 2.40528e+13 9.92544e+12 1.29886e+13 1.02097e+13 9.38241e+12 1.04674e+13 9.34704e+12 1.59425e+13 9.45322e+12 8.47812e+12 8.10435e+12 8.14626e+12 7.41146e+12 7.92102e+12 7.3207e+12
threshold=29.985000000000003 21.500000000000004 44.982728700000003 17.500000000000004 37.712318250000003 27.010000000000002 37.487839250000007 11.500000000000002 13.500000000000002 37.542000650000013 55.535913550000011 2.5000000000000004 3.5000000000000004 29.050000000000004 55.68356880000001 55.793358600000012 28.035000000000004 5.5000000000000009 55.769960200000007 37.767735350000002 27.010000000000002 7.5000000000000009 12.500000000000002 12.500000000000002 29.610000000000003 55.769960200000007 37.457850350000008 29.610000000000003 55.784980300000008 55.91302515000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 25 11 9 10 -9 -8 13 14 -13 -16 17 18 -14 20 -6 23 -23 -11 -10 26 -7 -18 -29 -27
right_child=-2 2 -4 -5 19 6 7 8 24 21 -12 12 16 -15 15 -17 27 -19 -20 -21 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=215.04197278028306 -6.5177887083535557 -36439.451174550515 -841.00019584603149 1920.4128699617877 -2412.8304453014766 -1474.8123954379259 18818.330207984251 29173.394794921875 12504.563347445852 98949.170711096944 206931.14768749999 5779.4597935267857 124982.27506742932 20633.706258138023 -168866.669921875 -38444.089983933976 -10767.419693543481 8975.4201436360672 27501.485813765095 -44.635073786189949 -15299.073694948926 -18081.412019230771 85506.987727864587 21236.066807489813 -49611.937304687504 16358.948949297737 -25406.040426176984 -3665.9919974662162 66135.191702586206 2980.4857792401053
leaf_weight=30139 4071751 73 29746 17969 3167 2023 373 20 492 49 25 42 21 36 26 31 244 96 22 154781 787 39 24 23 23 442 153 37 29 5481
leaf_count=30139 4071751 73 29746 17969 3167 2023 373 20 492 49 25 42 21 36 26 31 244 96 22 154781 787 39 24 23 23 442 153 37 29 5481
internal_value=0 107.701 -928.149 250.308 99.219 1160.64 4083.34 13995.6 25110.6 69114.9 127928 5923.53 -2312.36 -34050 -53935 -97935.1 7230.13 29433.8 75108.4 -167.515 -4977.69 49510.6 21380.8 74124.2 9730.43 2061.49 -3157.48 -2725.71 27004.2 3978.84
internal_weight=0 246413 29819 216594 198625 39890 9751 1652 695 180 45 957 584 135 99 57 449 139 43 158735 3954 135 63 72 515 8099 2176 310 66 5923
internal_count=4318164 246413 29819 216594 198625 39890 9751 1652 695 180 45 957 584 135 99 57 449 139 43 158735 3954 135 63 72 515 8099 2176 310 66 5923
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 0 5 0 3 3 5 3 0 3 5 5 3 0 5 5 5 5 5 3 3 6 2 0 3 2
split_gain=3.03451e+11 7.13617e+12 3.55533e+13 3.94796e+13 4.45279e+13 5.73852e+13 2.37496e+13 2.64608e+13 2.25804e+13 4.96236e+13 3.49626e+13 2.40938e+13 8.46421e+13 5.64203e+13 1.83075e+13 2.72444e+13 1.76447e+13 2.81396e+13 2.92995e+13 9.32326e+13 2.86238e+13 2.55286e+13 4.36533e+13 2.01985e+13 1.87195e+13 1.83572e+13 1.83504e+13 1.73434e+13 3.56394e+13 2.28216e+13
threshold=39.718803500000007 39.726951800000002 43.592450450000008 23.500000000000004 66.040000000000006 47.228519500000004 68.52500000000002 44.226894250000008 16.500000000000004 19.500000000000004 84.030000000000015 4.5000000000000009 43.642715500000008 3.5000000000000004 71.00500000000001 72.010000000000005 5.5000000000000009 46.672631750000008 51.015000000000008 54.410000000000004 57.995000000000012 43.810000000000009 46.010000000000012 8.5000000000000018 16.500000000000004 1.5000000000000002 4.5000000000000009 44.226894250000008 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 16 6 7 -6 11 10 -10 12 13 -8 -13 -16 25 18 21 23 -21 -18 26 -20 -19 -4 -23 28 -27 -30
right_child=1 -3 3 -5 5 -7 8 -9 9 -11 -12 14 -14 -15 15 -17 17 24 19 20 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-30.461862424272585 -3524.9611003826867 8.622211911868451 -23311.109841775335 -31782.873989934993 162043.08884828631 1756.4850495196217 42027.460156250003 26632.458977141203 29086.241594328705 -49026.222146739135 172437.73661684783 60262.39599609375 -7995.0860302734382 216757.14127604166 -38654.798723655527 22164.925465961183 -15488.576408744804 -417.42421335106866 16456.007211538465 -84566.808932291679 -3910.7012168560609 -174553.57035845588 -20603.795443892046 119478.03305732834 16088.597804529134 -17645.718618894563 -69873.488109611746 3039.0534805695124 48112.36638724251 16997.96555691168
leaf_weight=1860914 6948 2439716 170 274 31 865 33 27 27 23 46 97 80 42 86 513 529 2824 26 60 165 34 110 71 908 254 33 1690 289 1279
leaf_count=1860914 6948 2439716 170 274 31 865 33 27 27 23 46 97 80 42 86 513 529 2824 26 60 165 34 110 71 908 254 33 1690 289 1279
internal_value=0 23.0692 2033.26 5681.33 6676.79 20638.8 36890.7 99007.1 33086.3 79061.1 119417 27899.9 63555.5 139876 19959.4 13432.9 3584.06 -436.84 -15086.6 9911.56 -25419 -26488 -59361.9 91863.9 3598.51 8782.18 -122995 10335.7 17103.7 22732.7
internal_weight=0 2.45725e+06 17534 10586 10312 1870 1005 58 947 96 73 851 155 75 696 599 8442 4760 1028 322 225 706 177 97 3732 3682 67 3512 1822 1568
internal_count=4318164 2457250 17534 10586 10312 1870 1005 58 947 96 73 851 155 75 696 599 8442 4760 1028 322 225 706 177 97 3732 3682 67 3512 1822 1568
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=31
num_cat=0
split_feature=5 5 4 1 0 0 0 0 3 1 3 3 1 1 0 1 1 3 0 6 3 2 4 1 3 3 3 1 1 3
split_gain=2.97824e+11 3.57318e+12 6.36223e+12 5.89833e+12 5.47789e+12 3.89895e+12 8.16433e+12 7.01402e+12 1.28743e+13 7.01256e+12 8.88926e+12 6.93979e+12 6.20101e+12 4.85107e+12 1.19758e+13 6.29022e+12 9.88859e+12 8.07543e+12 7.53984e+12 6.08987e+12 4.01685e+12 3.82314e+12 3.56506e+12 4.09818e+12 3.42896e+12 7.28565e+12 3.92228e+12 3.38062e+12 3.35334e+12 3.96455e+12
threshold=27.010000000000002 26.005000000000006 2.5000000000000004 30.278357500000002 60.035045000000004 55.769960200000007 55.751981950000008 55.793358600000012 26.500000000000004 37.869926150000005 14.500000000000002 9.5000000000000018 37.516458750000005 83.011163250000024 54.947737500000009 82.95335685000002 82.967723800000016 19.500000000000004 54.959412650000012 1.5000000000000002 11.500000000000002 5.5000000000000009 1.0000000180025095e-35 38.422276900000007 22.500000000000004 19.500000000000004 24.500000000000004 82.958618050000013 49.236330900000006 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 13 8 11 10 -8 22 -13 15 -15 -5 18 19 -17 -18 -21 27 -7 -24 25 -6 -26 -20 29 -14
right_child=-2 2 -4 5 24 7 9 -9 -10 -11 -12 12 28 14 -16 16 17 -19 21 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-42.877797064077633 -5.3099037736115484 0.51775016101030469 -50108.425097656254 1238.3881337111798 -12625.745076123407 -23128.162754720051 -84168.416928205814 3023.5419055260772 -51980.417323369569 11174.833909970239 -18462.484772437729 85353.917593749997 41406.479668898814 -339.11051381859556 19860.29677323897 32011.939953613284 11400.663772367228 21944.620804088961 33251.491845703124 628.35208183323732 -17752.074831422291 -21223.075245981367 46660.868747474407 -3255.3841180098684 19144.062089233397 -69889.990980113638 -14649.141213951583 -10488.183469857744 43583.308403577306 -17531.642625
leaf_weight=148549 4148570 558 24 10007 68 30 29 6921 23 42 71 25 21 827 455 32 198 155 24 217 263 504 29 38 40 33 243 67 76 25
leaf_count=148549 4148570 558 24 10007 68 30 29 6921 23 42 71 25 21 827 455 32 198 155 24 217 263 504 29 38 40 33 243 67 76 25
internal_value=0 129.89 1349.39 1408.14 -6325.49 1770.96 730.412 3637.09 19541.2 -23115.3 -37517.2 26283 39982.5 996.009 6829.95 343.781 -5787.96 1352.11 -15273.9 -3355.62 -9442.59 -17817 5521.81 18350.2 -15518 -31335.8 -9872.72 1047.56 30685.1 9374.89
internal_weight=0 169594 21045 21021 942 20079 12891 7188 267 142 100 244 147 12749 1282 11467 1460 833 627 678 480 595 97 67 384 101 283 91 122 46
internal_count=4318164 169594 21045 21021 942 20079 12891 7188 267 142 100 244 147 12749 1282 11467 1460 833 627 678 480 595 97 67 384 101 283 91 122 46
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 0 0 0 6 0 5 3 5 1 3 3 3 0 4 1 5 5 5 5 5 5 0 5 4 5
split_gain=2.94418e+11 1.35711e+12 1.5322e+13 8.95413e+12 4.79082e+12 2.89085e+12 1.33416e+13 9.04028e+12 1.53994e+13 3.02469e+13 2.25654e+13 2.21558e+13 1.65499e+13 1.26997e+13 9.52023e+12 2.43346e+13 1.21487e+13 1.17619e+13 9.10144e+12 1.34079e+13 1.43803e+13 1.27673e+13 2.00179e+13 1.22825e+13 1.11232e+13 9.22546e+12 8.45548e+12 7.92401e+12 1.37627e+13 7.47351e+12
threshold=86.067573200000012 92.928903050000017 52.719210700000012 2.5000000000000004 54.990000000000002 56.054485600000007 56.093493200000005 52.719210700000012 1.5000000000000002 56.028355650000009 67.520000000000024 9.5000000000000018 56.835000000000008 104.38035940000002 14.500000000000002 11.500000000000002 18.500000000000004 55.993277250000013 3.5000000000000004 93.043229050000022 101.05000000000001 90.015000000000015 98.020000000000024 86.810000000000016 85.91500000000002 79.010000000000005 56.009576300000013 75.015000000000015 2.5000000000000004 27.010000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 29 -3 9 14 11 -10 -11 18 15 -9 -16 -17 21 20 24 23 -23 27 25 -20 -18 28 -12 -7
right_child=1 5 -4 4 -6 6 -8 8 10 12 13 -13 -14 -15 16 17 26 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.2907136153287428 -2050.1480585512909 124.77042140077363 479.66076831106557 -26005.026214683221 -64886.652441406251 -11520.414522936022 -43.057192066646103 -5084.2825683911651 -797.07781702607758 25071.7705078125 -62741.897145948227 -14524.195199050118 110560.77244591346 21638.909780092596 -13471.375109777469 3502.9575255102045 -788.15591588457437 45154.261435324937 24630.494574123477 -42392.526106770834 -59755.869995117188 -100363.89396878757 160.63445434570315 56360.894140625001 46067.103848805149 -19431.596874243813 23860.533849622767 -35184.449380355341 -7292.7823628409969 9385.1402838691774
leaf_weight=4147874 92 50203 84910 73 56 185 19062 384 8763 54 51 1358 39 81 569 98 480 220 82 81 32 52 32 20 68 113 196 310 366 2260
leaf_count=4147874 92 50203 84910 73 56 185 19062 384 8763 54 51 1358 39 81 569 98 480 220 82 81 32 52 32 20 68 113 196 310 366 2260
internal_value=0 128.87 411.218 -25885.2 -42883.9 -153.385 848.951 -492.059 -2794.59 5207.72 -4225.45 -2638.93 60922 -16692.1 2546.48 11858.8 -2704.31 32318.3 -19264.5 -6355.02 3540.02 -25105.6 -62068.8 -20949.1 11241.4 -902.923 6358.51 -23075.9 -14074.3 7803.33
internal_weight=0 170290 85131 221 129 85159 21507 63652 13449 2040 11409 10121 93 1288 1947 702 1245 318 1207 376 295 831 84 747 263 195 676 727 417 2445
internal_count=4318164 170290 85131 221 129 85159 21507 63652 13449 2040 11409 10121 93 1288 1947 702 1245 318 1207 376 295 831 84 747 263 195 676 727 417 2445
is_linear=0
shrinkage=0.1


Tree=4415
num_leaves=31
num_cat=0
split_feature=1 3 3 0 5 2 5 5 5 1 1 3 5 5 3 1 0 5 2 0 5 0 4 2 5 2 4 5 4 3
split_gain=2.93712e+11 1.80301e+12 4.58e+12 1.51487e+13 2.20287e+13 1.50612e+13 1.6146e+13 1.126e+13 1.70836e+13 1.62847e+13 2.27278e+13 3.52047e+13 1.29596e+13 1.09586e+13 9.76708e+12 2.07972e+13 4.91812e+13 2.5216e+13 1.03359e+13 9.33104e+12 9.1054e+12 8.99193e+12 8.73079e+12 8.93381e+12 8.30091e+12 1.33934e+13 1.17874e+13 1.11512e+13 1.68486e+13 1.3551e+13
threshold=83.000022850000008 8.5000000000000018 5.5000000000000009 53.719078300000007 150.04500000000004 1.5000000000000002 46.010000000000012 72.010000000000005 72.705000000000013 92.815157350000007 92.896330950000007 6.5000000000000009 112.04500000000002 89.00500000000001 7.5000000000000009 83.761389800000003 53.310923100000004 59.810000000000009 5.5000000000000009 56.635684300000008 86.02500000000002 54.811549550000009 2.5000000000000004 3.5000000000000004 92.035000000000011 2.5000000000000004 4.5000000000000009 125.85000000000001 3.5000000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 5 6 -5 -7 -9 22 11 -11 -13 19 18 16 17 -16 -4 -12 -17 -8 23 -10 -24 -26 27 29 -29 -27
right_child=1 -3 3 4 -6 7 21 8 9 10 13 12 -14 -15 15 20 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=9.810053133344967 94.97384601198047 -180.87904723043386 9007.581689257715 -12259.213813622318 -34104.856502576898 1679.276384134025 9834.7231323242195 -93277.261295572913 -61551.501304687503 146789.54157902647 -14154.916529605265 -541.63472531340847 83965.947554347833 -35219.556823730469 24804.068750000002 17068.947416764197 -2288.8931002604168 157051.35340098507 -6483.49527832476 47963.537667410717 -21027.407950160017 42280.191981309952 4878.2075676195554 -15795.852130681818 17688.50552734375 -14643.898818267679 46296.940937500003 -146907.83390625002 -31850.682723214286 -83510.248106060608
leaf_weight=3782924 136229 390870 1999 134 191 3276 148 24 75 26 57 86 23 96 21 257 75 46 549 42 83 202 231 99 80 213 20 20 35 33
leaf_count=3782924 136229 390870 1999 134 191 3276 148 24 75 26 57 86 23 96 21 257 75 46 549 42 83 202 231 99 80 213 20 20 35 33
internal_value=0 -69.3347 232.663 2536.7 -784.666 508.861 17259.1 -1318.71 -9785.44 -8021.53 10690.1 42230.8 17290.2 -11145.8 8139.19 21193 53335.1 115601 5669.83 12198.4 7768.95 28560.4 -15682.6 -35518.1 -10221.6 -18919.9 -28043.6 -32983.1 -73689.6 -23882.1
internal_weight=0 535240 144370 8141 5111 4920 484 4436 1160 1136 330 135 109 195 3030 482 142 67 2548 99 340 350 806 174 632 401 321 301 55 246
internal_count=4318164 535240 144370 8141 5111 4920 484 4436 1160 1136 330 135 109 195 3030 482 142 67 2548 99 340 350 806 174 632 401 321 301 55 246
is_linear=0
shrinkage=0.1


Tree=4416
num_leaves=31
num_cat=0
split_feature=5 3 3 5 4 0 1 0 0 1 1 0 2 5 5 1 0 1 4 5 2 1 2 4 5 2 0 0 0 0
split_gain=3.04565e+11 3.0169e+12 1.37306e+13 2.59247e+13 2.2771e+13 2.38521e+13 3.23372e+13 2.517e+13 3.95981e+13 3.41277e+13 4.85643e+13 2.2352e+13 2.38276e+13 2.15667e+13 4.25748e+13 3.96444e+13 3.14947e+13 3.24067e+13 3.59079e+13 2.84098e+13 3.41552e+13 2.59362e+13 2.20859e+13 2.04125e+13 1.78527e+13 1.76671e+13 2.49386e+13 1.68967e+13 1.78062e+13 7.7043e+13
threshold=81.910000000000011 15.500000000000002 14.500000000000002 85.020000000000024 3.5000000000000004 55.924336300000007 30.226173900000003 55.56564190000001 55.518428350000008 37.436176200000013 37.767735350000002 55.719391050000006 8.5000000000000018 86.02500000000002 87.395000000000024 30.425002000000003 59.932719750000011 65.659480050000013 3.5000000000000004 112.04500000000002 12.500000000000002 38.950530550000003 4.5000000000000009 2.5000000000000004 84.030000000000015 3.5000000000000004 59.939091550000008 56.110481950000008 57.157092150000004 57.147575200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 24 11 12 -11 21 15 -15 17 27 19 -19 -21 -5 -20 -23 -9 -8 -27 -16 29 -29
right_child=1 -3 3 13 -6 6 25 9 -10 10 -12 -13 -14 14 16 -17 -18 18 22 20 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-8.2765909547210388 147.3441139578442 -319.40036824105704 19255.974350148044 -31419.600562918742 102080.16399739584 113282.83854166669 -60312.385345818009 26656.26101074219 -58114.599565972225 153312.94464285715 20130.957945447866 165707.09778125002 14428.110885416667 134392.62932854731 3188.6077615937074 25265.154814570786 -24480.111381758608 -9679.9262666223422 130479.86222656252 -64786.530096347939 68999.207514880953 87391.616577148438 15993.797741813303 -1315.0067675068431 -72384.981263950904 -16656.688338510292 61388.581919642857 20593.562579969926 2001.2475370649861 187378.61772629313
leaf_weight=3935898 249642 124338 814 390 30 21 68 52 72 21 101 50 30 37 3419 332 442 470 20 209 21 32 107 137 28 249 49 616 440 29
leaf_count=3935898 249642 124338 814 390 30 21 68 52 72 21 101 50 30 37 3419 332 442 470 20 209 21 32 107 137 28 249 49 616 440 29
internal_value=0 85.2177 280.27 4285.08 15786.2 14121.3 -7394.77 21250.4 12968.5 47270.7 69163.4 118196 71616 1564.7 3276.19 36207.5 1171.28 3298.06 -14897.3 -23772.8 -52571.3 -17240.2 34023.1 15481.5 -8008.17 -14318.9 -3823.74 6638.99 17511.7 28092.4
internal_weight=0 382266 257928 8286 1585 1555 387 1168 886 282 202 101 51 6701 6142 369 5773 5331 827 700 230 559 127 169 80 366 298 4504 1085 645
internal_count=4318164 382266 257928 8286 1585 1555 387 1168 886 282 202 101 51 6701 6142 369 5773 5331 827 700 230 559 127 169 80 366 298 4504 1085 645
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=31
num_cat=0
split_feature=2 1 3 5 5 3 5 4 0 0 0 1 2 0 2 3 2 4 1 1 0 0 4 1 1 1 5 1 3 1
split_gain=3.02537e+11 2.18276e+12 2.04263e+12 6.49912e+12 2.02588e+12 4.48044e+12 5.56311e+12 1.43423e+13 2.00914e+13 1.94708e+13 9.37801e+12 7.52808e+12 1.26803e+13 7.24634e+12 6.00772e+12 1.33524e+13 5.38338e+12 4.7458e+12 7.91232e+12 1.10495e+13 1.00029e+13 1.64183e+13 7.87217e+12 1.31889e+13 7.94448e+12 7.93839e+12 1.13345e+13 9.98116e+12 2.62816e+13 2.50273e+13
threshold=14.500000000000002 104.38035940000002 7.5000000000000009 63.855000000000011 137.05000000000004 35.500000000000007 142.05000000000004 3.5000000000000004 54.99493995000001 55.826364100000013 56.791364150000007 45.148007750000012 17.500000000000004 45.040161900000008 17.500000000000004 20.500000000000004 26.500000000000004 3.5000000000000004 30.278357500000002 30.388336800000001 56.911498950000002 59.904813200000007 4.5000000000000009 61.284352600000013 37.542000650000013 60.611165000000007 161.85000000000002 52.307266200000008 24.500000000000004 49.148175700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 11 13 -10 -11 14 -13 -9 -6 -16 -7 -8 -19 -20 22 -22 23 25 -24 27 -27 29 -29 -21
right_child=1 -3 4 -5 5 16 17 8 9 10 -12 12 -14 -15 15 -17 -18 18 19 20 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-7.7139986528507256 63004.529101562504 -7282.6623439570021 74.53802049583976 -17612.591386718752 79469.182238520414 -33296.160625802659 -4937.4869246983289 4304.7505533854164 113809.16087890626 -21629.170674189816 44262.183485243062 -48463.643507982342 47119.493694196426 -61549.825667613644 -25791.853668478263 77893.808883101854 8131.4494531250011 -57614.9453125 64794.781754032258 16672.41751638682 -71666.991071428565 29446.182992788465 -50903.639477539065 -3194.0500367304103 255.92073126324155 113479.07269176136 10768.506370907739 -58283.156372070312 71724.945974864138 101768.1800575658
leaf_weight=3980118 20 401 334814 20 49 73 707 24 20 54 36 23 35 55 23 27 55 20 31 382 42 26 32 335 590 22 21 48 23 38
leaf_count=3980118 20 401 334814 20 49 73 707 24 20 54 36 23 35 55 23 27 55 20 31 382 42 26 32 335 590 22 21 48 23 38
internal_value=0 90.8238 99.5809 22696 96.9036 2779.92 3658.34 15486 -3070.26 24560.4 4727.37 37824.4 9215.84 -41543.4 54585 30198.4 -15495.2 1892.11 4891.19 5677.43 4501.91 -33006.1 6212.53 12360 -2376.08 22117.6 63318.1 18509.4 -16167.9 24371.6
internal_weight=0 338046 337645 40 337605 2791 2663 346 189 110 90 157 58 79 99 50 128 2317 1610 1590 1559 68 1491 869 622 534 43 491 71 420
internal_count=4318164 338046 337645 40 337605 2791 2663 346 189 110 90 157 58 79 99 50 128 2317 1610 1590 1559 68 1491 869 622 534 43 491 71 420
is_linear=0
shrinkage=0.1


Tree=4418
num_leaves=31
num_cat=0
split_feature=4 5 3 0 0 0 1 3 1 2 1 0 0 3 0 3 3 2 5 2 1 5 5 1 2 5 5 5 2 2
split_gain=2.9625e+11 3.71858e+12 3.23246e+12 3.58582e+12 4.17279e+12 3.64341e+12 3.23852e+12 3.06119e+12 3.43094e+12 3.00693e+12 6.60798e+12 3.46773e+12 6.28003e+12 3.80975e+12 3.25018e+12 3.14694e+12 2.89992e+12 5.09367e+12 9.23119e+12 3.85369e+12 2.79111e+12 4.92121e+12 6.86908e+12 4.98094e+12 5.93174e+12 5.76458e+12 4.92364e+12 4.81837e+12 5.59251e+12 4.38968e+12
threshold=-1.0000000180025095e-35 13.050000000000002 12.500000000000002 55.719391050000006 55.745923000000012 55.751981950000008 37.66934650000001 11.500000000000002 37.487839250000007 1.5000000000000002 37.889331900000009 55.842510000000011 55.860536450000005 11.500000000000002 55.769960200000007 11.500000000000002 36.500000000000007 21.500000000000004 29.610000000000003 8.5000000000000018 82.964402850000013 177.02500000000003 142.05000000000004 82.97193200000001 5.5000000000000009 22.030000000000005 43.605000000000011 40.005000000000003 2.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 8 -1 11 14 13 -13 -7 -11 -14 20 18 19 -18 -3 22 23 24 26 -26 27 28 -22 -29
right_child=-2 16 -4 4 5 9 -8 -9 -10 10 -12 12 15 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-37625.973514811201 -6.413752980234988 -101.69279135078374 -10748.444970069824 -30233.149047851562 12485.319551809211 -6.328135638873583 -5235.6984594228315 13032.047427101506 589.75633564149882 -54233.976860894101 2684.5879654634919 -36889.478562266791 3457.3746524619187 25451.495507812502 -19908.09088817532 -18178.76694436614 -33820.964563802081 14625.728330592105 -84994.615269886373 17762.774665178571 3893.3127499103548 -47800.749255952382 59212.376210937502 309.01217993208382 46904.04443359375 4354.690154057068 6028.4309639753046 -36898.539390851445 -3651.0550615761626 11314.757752403848
leaf_weight=24 4073891 151252 487 110 133 397 98 206 1111 36 130 67 219 69 118 97 30 38 22 28 1536 21 20 77665 32 6394 1111 69 2727 26
leaf_count=24 4073891 151252 487 110 133 397 98 206 1111 36 130 67 219 69 118 97 30 38 22 28 1536 21 20 77665 32 6394 1111 69 2727 26
internal_value=0 106.966 -3226.11 -1924.73 -5328.97 -3172.32 -18455.5 1817.15 -218.33 -5010.34 -13917.5 -2030.78 -9080.34 3763.18 -27932.3 -3184.1 152.639 -15520.1 -29839.4 -8918.47 160.317 602.607 613.954 600.868 2506.46 4566.58 85.8425 -1429.12 -932.747 -23703.3
internal_weight=0 244273 3302 2815 1474 1266 208 1341 1135 1133 284 849 383 466 154 316 240971 118 80 58 240853 89601 89580 89560 11895 6426 5469 4358 4263 95
internal_count=4318164 244273 3302 2815 1474 1266 208 1341 1135 1133 284 849 383 466 154 316 240971 118 80 58 240853 89601 89580 89560 11895 6426 5469 4358 4263 95
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=31
num_cat=0
split_feature=5 3 4 2 0 0 0 2 1 1 3 4 1 0 0 1 2 0 0 4 1 4 0 1 2 4 0 0 1 1
split_gain=3.27529e+11 1.70801e+12 4.75251e+12 1.7486e+12 5.95244e+12 1.77845e+13 8.51248e+12 8.31718e+12 7.56253e+12 4.58552e+12 3.89338e+12 6.29904e+12 1.13681e+13 1.03653e+13 2.50201e+13 5.46601e+12 1.01041e+13 7.67932e+12 1.12346e+13 7.20705e+12 5.8924e+12 4.77379e+12 4.65226e+12 2.13035e+13 7.14141e+12 6.74993e+12 4.27587e+12 4.23896e+12 3.73691e+12 8.00109e+12
threshold=18.050000000000004 25.500000000000004 1.0000000180025095e-35 5.5000000000000009 59.963407450000012 60.017447350000005 59.932719750000011 7.5000000000000009 30.370618100000005 30.278357500000002 14.500000000000002 2.5000000000000004 38.151577750000008 55.784980300000008 56.110481950000008 37.559851850000008 11.500000000000002 55.591389050000011 55.924336300000007 1.5000000000000002 65.551978750000004 3.5000000000000004 45.053747000000008 39.021425200000003 9.5000000000000018 1.5000000000000002 56.852744000000008 54.986619450000006 37.767735350000002 38.151577750000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 8 10 -7 -6 -9 11 -5 -13 21 -15 16 17 -12 -19 -18 22 -14 23 -17 -25 28 -16 -22 -24 -30
right_child=-2 2 -4 4 5 7 -8 9 -10 -11 15 12 13 14 26 20 19 18 -20 -21 27 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=563.96821021516394 -2.381723322185386 -6002.805822086335 55220.216708519351 -2428.8293963170413 117934.25516601565 33719.81620551215 -59469.274107947713 7509.9811401367188 32012.976953125002 -48323.262545615755 -2994.4866629464286 -64853.114862615417 -14304.32750638226 113612.30027901787 23167.834635416668 84095.812139892587 25459.572529871322 112815.52438331887 17707.361141304351 -40660.970642089844 4515.1945716341643 -53550.070840081935 -32608.602420223458 -45481.410243055558 15215.05181594122 -22950.070914887619 -32800.957783703925 34245.885834635417 59232.501120923916 -1290.9653594408169
leaf_weight=28106 4286109 32 21 2305 20 36 26 24 21 38 21 44 127 21 21 32 34 27 23 32 133 41 34 36 42 187 39 75 23 434
leaf_count=28106 4286109 32 21 2305 20 36 26 24 21 38 21 44 127 21 21 32 34 27 23 32 133 41 34 36 42 187 39 75 23 434
internal_value=0 318.463 18255.4 288.757 -1696.64 18624.7 -2448.48 -4511.54 73925.8 -26710.4 -2051.12 -4184.39 -17995.2 -9715.09 19668.5 2840.53 21568.5 47752.2 69065.8 -6598.87 264.501 -23882.2 -3687.21 15388.8 -12798.7 -6782.13 -13211.9 15235.4 -624.489 1755.07
internal_weight=0 32055 53 32002 3896 139 3757 98 41 62 3731 2598 293 249 81 1133 137 71 50 66 996 168 788 110 78 678 60 208 491 457
internal_count=4318164 32055 53 32002 3896 139 3757 98 41 62 3731 2598 293 249 81 1133 137 71 50 66 996 168 788 110 78 678 60 208 491 457
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=31
num_cat=0
split_feature=5 4 1 1 4 1 1 1 1 0 2 0 2 4 6 1 0 0 0 3 3 2 0 4 2 0 1 0 1 0
split_gain=2.87351e+11 1.19682e+12 1.17695e+12 1.60546e+13 9.13584e+12 6.47811e+12 6.33398e+12 8.69698e+12 7.76794e+12 6.26441e+12 3.82779e+12 3.31555e+12 3.1393e+12 3.88021e+12 3.8008e+12 1.78002e+13 4.8977e+12 2.49437e+13 8.57085e+12 8.00638e+12 8.58748e+12 5.70024e+12 1.56469e+13 4.98817e+12 6.7202e+12 2.93869e+12 2.44526e+12 2.43682e+12 2.19025e+12 6.74912e+12
threshold=225.45000000000002 8.5000000000000018 60.601268000000012 61.310823700000007 2.5000000000000004 61.880021000000006 57.550671000000001 56.022377500000012 53.243495500000009 54.708501450000007 1.5000000000000002 55.183525900000006 10.500000000000002 2.5000000000000004 1.5000000000000002 83.00362155000002 55.046835900000012 55.014170500000006 55.07108800000001 7.5000000000000009 5.5000000000000009 7.5000000000000009 56.009576300000013 2.5000000000000004 3.5000000000000004 56.838612000000005 60.528664650000003 55.141517900000004 82.933113850000026 54.970187400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 11 7 8 -2 -10 -8 27 14 -14 15 -7 17 28 -18 20 23 22 -21 -20 -25 -11 -12 -5 29 -16
right_child=1 -3 3 5 -6 12 10 -9 9 25 26 -13 13 -15 16 -17 18 -19 19 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.8108268153377719 1052.917378546975 -23584.24220703125 -12505.552856445312 44516.232216796874 -88069.436497497562 -101014.04920898438 -5458.3636067708339 -46816.364682749161 75851.495638020846 -6187.5974479166671 55517.95863095238 64481.874453124998 -11933.29580078125 43576.549287683825 18884.82879971591 23455.735069444447 52832.068666294654 -92066.636139112918 24122.648680644135 -13035.504050925927 -65867.793359375006 -6316.8988755580358 88284.254709821427 -40203.555733506946 26243.436141304348 42586.749367559532 14363.563094815341 526.20414751838234 -1.184132005341199 -56372.042007211538
leaf_weight=4313902 2464 20 32 20 32 20 24 37 24 30 42 20 20 34 22 27 42 31 49 27 24 35 35 45 23 21 22 34 980 26
leaf_count=4313902 2464 20 32 20 32 20 24 37 24 30 42 20 20 34 22 27 42 31 49 27 24 35 35 45 23 21 22 34 980 26
internal_value=0 820.701 935.765 -1228.49 -50287.5 845.342 2217.74 1316.5 2017.93 33721.7 28599.5 29700.7 -637.503 23017.3 -1559.12 -29510.1 -578.018 -3687.85 11183.8 3834.12 -11378.6 25947.4 44161.1 -201.292 -17728.8 13896 41371.1 16818.8 -1022.73 -21879.3
internal_weight=0 4262 4242 1578 64 1514 2664 2576 2539 75 88 74 1440 54 1386 47 1339 1059 280 238 141 97 62 117 68 51 64 54 1028 48
internal_count=4318164 4262 4242 1578 64 1514 2664 2576 2539 75 88 74 1440 54 1386 47 1339 1059 280 238 141 97 62 117 68 51 64 54 1028 48
is_linear=0
shrinkage=0.1


Tree=4421
num_leaves=31
num_cat=0
split_feature=5 2 2 0 0 6 5 5 1 5 4 3 5 5 0 0 5 0 1 3 0 0 1 1 5 4 4 1 0 1
split_gain=2.86669e+11 2.27337e+12 6.15402e+12 1.72712e+13 3.46409e+13 3.07343e+13 3.07357e+13 1.63265e+13 1.52363e+13 1.37475e+13 3.21511e+13 3.05495e+13 1.55616e+13 1.55336e+13 6.00839e+13 1.86051e+13 1.40931e+13 3.42468e+13 2.53221e+13 1.32746e+13 2.02474e+13 1.91999e+13 1.30884e+13 3.36546e+13 2.26646e+13 1.69324e+13 1.30323e+13 1.21136e+13 1.16163e+13 1.15528e+13
threshold=96.015000000000015 18.500000000000004 16.500000000000004 56.802385350000009 56.831297550000009 1.5000000000000002 109.05000000000001 161.85000000000002 30.243224600000001 123.15000000000002 2.5000000000000004 20.500000000000004 110.05000000000001 125.85000000000001 51.67657710000001 55.91302515000001 109.05000000000001 45.070824200000011 39.027779200000005 22.500000000000004 45.03656895000001 55.784980300000008 37.914142000000005 38.950530550000003 116.06000000000002 3.5000000000000004 1.5000000000000002 30.226173900000003 56.009576300000013 45.148007750000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 -7 8 27 10 11 29 16 14 -11 -16 19 18 -18 -12 -21 -22 24 -24 25 -14 -15 -6 -25 -4
right_child=1 -3 3 4 7 6 -8 -9 -10 13 12 -13 22 26 15 -17 17 -19 -20 20 21 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=4.8805434544548518 -118.95566075608905 1620.8005814589803 -167772.16674804688 -35032.466499255956 -12794.058780317166 38937.105729166673 180048.34267914871 -78045.262749999994 9727.5674322676332 180539.37173913047 359.02790984162021 -15306.289008400658 -65729.060107421872 72203.296204144019 33719.44587402344 -89230.335791015634 182851.3528125 -19283.172376179245 23722.010468749999 58335.812984492863 -43659.900325778166 6383.4187759676852 -142532.44502314818 -32988.738344107107 84095.470949074079 36761.784722222226 -4301.196182172278 -96905.704180112109 29059.667336856623 -77691.718593750003
leaf_weight=4168594 139093 7020 24 21 67 33 29 25 623 23 807 66 40 23 32 20 20 53 20 29 253 110 27 268 27 27 698 23 34 35
leaf_count=4168594 139093 7020 24 21 67 33 29 25 623 23 807 66 40 23 32 20 20 53 20 29 253 110 27 268 27 27 698 23 34 35
internal_value=0 -136.023 -222.54 -4390.26 8274.97 69525.8 104941 1386.33 4171.45 -8334.93 -13084.9 -62047.7 -9516.15 2644.8 45957.6 -13568.9 -4065.67 33435 103287 -6974.4 -22071.5 -28495.3 -26163.9 -35566.4 6744.51 -24426.8 -1860.69 -34289.3 -26003.2 -114335
internal_weight=0 149570 142550 3457 821 83 62 738 713 2636 1840 125 1715 796 75 52 1292 93 40 1199 392 363 423 329 94 67 721 90 302 59
internal_count=4318164 149570 142550 3457 821 83 62 738 713 2636 1840 125 1715 796 75 52 1292 93 40 1199 392 363 423 329 94 67 721 90 302 59
is_linear=0
shrinkage=0.1


Tree=4422
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 0 5 5 5 1 5 2 5 1 1 5 0 5 5 5 1 1 5 5 1 5 5 5 5 5
split_gain=2.83846e+11 1.60018e+12 4.13648e+12 8.34538e+12 7.4137e+12 6.92314e+12 8.39445e+12 4.91883e+12 4.16502e+12 9.13657e+12 8.94106e+12 1.18609e+13 8.1687e+12 1.03864e+13 7.10578e+12 6.37132e+12 4.67439e+12 2.91665e+13 3.27079e+13 2.67055e+13 1.5534e+13 1.20508e+13 1.10757e+13 9.48114e+12 8.83007e+12 1.77089e+13 1.50892e+13 1.14532e+13 1.0352e+13 8.22952e+12
threshold=2.5000000000000004 41.900971000000006 39.666208800000007 58.049540950000008 39.714575750000009 47.222459950000008 71.715000000000018 65.905000000000015 128.92000000000004 39.863684800000009 110.05000000000001 1.5000000000000002 105.35000000000001 39.899261850000009 39.863684800000009 225.45000000000002 44.226894250000008 99.555000000000021 81.00500000000001 33.585000000000008 39.726951800000002 39.726951800000002 20.010000000000002 61.845000000000006 39.925119750000007 54.990000000000002 49.995000000000012 57.995000000000012 69.610000000000014 44.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -5 10 -10 12 -12 16 -14 -13 -11 17 18 19 20 22 23 -6 -21 25 26 29 -27 -26 -23
right_child=-2 -3 3 7 8 -7 -8 -9 9 15 11 14 13 -15 -16 -17 -18 -19 -20 21 -22 24 -24 -25 28 27 -28 -29 -30 -31
leaf_value=297.14798672099988 -4.2038994667981582 489.98443450258532 -11452.27527841238 -14634.14297446861 -987.0745849609375 -936.09913426703702 -51554.2594342913 -57775.529596354172 57750.889222756414 -19140.305425715043 5319.1244335937508 -31550.056667258523 -8191.906012834821 75206.004449462896 -113907.731640625 38785.128536551339 -188.94255825277668 -121837.15291193181 90779.585776654421 -36580.035663787414 2023.1525261814609 -33117.817534722228 89088.262027616278 -108188.90475000002 -23021.660416666666 91884.774538352271 -83997.198571428584 10071.233948863637 -97289.902038043481 25902.490252976189
leaf_weight=35957 4205107 63288 769 222 20 758 56 30 39 59 40 22 28 32 20 28 10976 22 34 71 163 54 43 25 102 22 35 77 23 42
leaf_count=35957 4205107 63288 769 222 20 758 56 30 39 59 40 22 28 32 20 28 10976 22 34 71 163 54 43 25 102 22 35 77 23 42
internal_value=0 156.362 -267.883 -1738.84 -1403.75 -7835.38 -14174.3 -19770 -553.677 17531.7 -745.961 -33652.3 -516.687 36287 -70768 -497.637 -705.279 -8436.94 -4928.07 -9734.66 18322.2 -23794.2 60492.9 -55228.2 -15293.8 -3667 -27789 28252 -36687 -7296.43
internal_weight=0 113057 49769 13812 13560 1583 825 252 11977 126 11851 82 11769 60 42 87 11709 733 711 677 226 451 63 96 355 230 131 99 125 96
internal_count=4318164 113057 49769 13812 13560 1583 825 252 11977 126 11851 82 11769 60 42 87 11709 733 711 677 226 451 63 96 355 230 131 99 125 96
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=31
num_cat=0
split_feature=5 4 5 2 1 3 0 2 3 1 4 2 2 0 1 0 0 0 0 3 2 0 3 0 3 5 0 2 0 0
split_gain=2.91798e+11 5.12136e+12 1.51141e+13 1.71841e+13 1.70043e+13 1.13217e+13 1.16714e+13 1.81078e+13 4.45128e+13 2.37584e+13 1.78027e+13 1.50405e+13 1.34169e+13 3.62674e+13 2.55195e+13 6.8448e+13 2.16607e+13 2.03252e+13 3.87076e+13 1.75343e+13 1.65163e+13 3.59924e+13 3.88263e+13 2.77068e+13 2.62513e+13 2.94877e+13 2.9167e+13 2.13055e+13 2.80681e+13 2.51598e+13
threshold=120.05000000000001 3.5000000000000004 125.85000000000001 1.5000000000000002 28.619594500000002 2.5000000000000004 43.642715500000008 2.5000000000000004 7.5000000000000009 44.083877800000003 2.5000000000000004 13.500000000000002 2.5000000000000004 54.725565150000001 60.837513500000007 55.812836050000008 44.893607100000004 59.990816400000007 59.939091550000008 9.5000000000000018 4.5000000000000009 44.874285750000006 11.500000000000002 45.005863250000004 5.5000000000000009 123.15000000000002 59.609407350000005 12.500000000000002 53.242949050000007 47.236539400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7 9 -9 -10 -12 13 16 15 19 -8 18 -17 -15 23 22 -22 -14 25 -23 -27 28 -26 -29
right_child=1 -3 -4 5 -6 6 12 8 10 -11 11 -13 20 14 -16 17 -18 -19 -20 -21 21 24 -24 -25 27 26 -28 29 -30 -31
leaf_value=2.7629097038352781 92565.221296296295 707.45164313424459 134.50443829592035 64283.804332386368 9606.0084163390475 33534.319470486109 -68527.767792038692 -179197.72047413792 71053.752418154763 -39533.451227678575 -17105.569557468058 -107996.473203125 -82171.27680803572 -219732.82034375003 -9233.5053420509994 -37361.603977382329 41361.453906250004 -102402.1641098485 82994.010632324222 -97324.356605113644 12483.953645833333 117037.6539794922 164106.01113281251 8096.4743122554501 -37698.703749001914 -95022.002382812498 75761.452788085939 35234.112944200308 -10321.99441137549 -7752.5622163775988
leaf_weight=4269928 27 26022 16725 22 291 45 21 29 21 21 203 20 35 25 269 162 123 33 32 22 57 34 24 1194 499 20 20 180 1501 559
leaf_count=4269928 27 26022 16725 22 291 45 21 29 21 21 203 20 35 25 269 162 123 33 32 22 57 34 24 1194 499 20 20 180 1501 559
internal_value=0 -244.577 -1359.81 -5912.98 16649.7 -7300.51 -7606.37 -25540.2 -34582.2 -120539 -16968.2 -25257.2 -6342.42 -19280.8 -31112.9 -52593.1 25335.9 -29850.4 -17509.1 -162435 -4186.54 -8311.1 57409 5525.79 -10203.5 48568.5 -9630.27 -11791.4 -17152.5 2717.81
internal_weight=0 48236 22214 5489 318 5171 5149 339 294 50 244 223 4810 687 543 274 144 227 194 47 4123 2894 81 1229 2813 74 40 2739 2000 739
internal_count=4318164 48236 22214 5489 318 5171 5149 339 294 50 244 223 4810 687 543 274 144 227 194 47 4123 2894 81 1229 2813 74 40 2739 2000 739
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=31
num_cat=0
split_feature=5 1 1 3 2 5 3 1 4 0 0 2 4 5 1 2 3 0 0 5 2 4 5 0 2 2 2 0 2 6
split_gain=3.63881e+11 4.4037e+12 1.45584e+13 2.88107e+13 1.83322e+13 1.2456e+13 1.23891e+13 1.53641e+13 1.28522e+13 2.92866e+13 1.13485e+13 1.70752e+13 1.46902e+13 1.56398e+13 9.36859e+12 1.63215e+13 1.62842e+13 2.38592e+13 5.34391e+13 2.53153e+13 2.43086e+13 3.32453e+13 2.89099e+13 4.2622e+13 2.73833e+13 2.2798e+13 2.21254e+13 2.17657e+13 2.17183e+13 4.46441e+13
threshold=128.92000000000004 82.837870700000011 65.58467570000002 14.500000000000002 8.5000000000000018 137.05000000000004 4.5000000000000009 78.608766650000021 3.5000000000000004 57.131524800000008 57.131524800000008 4.5000000000000009 4.5000000000000009 177.02500000000003 82.91993380000001 2.5000000000000004 18.500000000000004 55.034903650000011 55.039751500000008 142.05000000000004 4.5000000000000009 4.5000000000000009 132.05000000000004 55.046835900000012 5.5000000000000009 7.5000000000000009 6.5000000000000009 55.043101600000007 9.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4 9 -8 12 -12 -10 -14 15 -3 17 -17 19 -19 -20 22 23 -22 -24 -26 -23 -18 -27 -30
right_child=1 14 3 5 -6 -7 8 -9 10 -11 11 -13 13 -15 -16 16 27 18 20 -21 21 26 24 -25 25 28 -28 -29 29 -31
leaf_value=2.642526835331763 -436.69357928556497 -17357.623567496958 -17040.234168836807 -81158.296057128915 53273.18470052084 3805.2153409090915 -9690.4998023623521 74721.799377111485 -7551.1306432911706 -113652.69527832033 91931.343981481492 -20533.323321759261 -126694.19680397728 -18486.442417279413 -313.94781125184278 2305.5432144046754 -86332.897306034487 198613.70822223168 -17053.338544170674 71847.245250000007 30167.513371394234 59361.169267003686 129448.02723214286 213038.78075000003 -26048.340091765873 96909.142253832542 -34773.028540558516 2278.5601531399284 110576.55407714844 -37016.038075657896
leaf_weight=4282675 26914 231 36 80 48 22 84 37 630 40 27 27 22 34 5469 516 29 23 130 50 26 34 28 25 63 53 94 628 32 57
leaf_count=4282675 26914 231 36 80 48 22 84 37 630 40 27 27 22 34 5469 516 29 23 130 50 26 34 28 25 63 53 94 628 32 57
internal_value=0 -318.89 -894.937 -12241 -7002.05 -62832.8 -10089.8 29469.3 -13432.2 -43226.7 -8439.56 35699 -11914 -60996.6 1835.21 7656.78 10888.5 18162.1 31466.2 111787 20648 32544.1 51614.6 119810 36687.6 24017.9 -9768.63 -1632.75 46230.4 16051
internal_weight=0 35489 28001 1087 985 102 937 73 864 124 740 54 686 56 7488 2019 1788 1131 615 73 542 412 284 51 233 205 128 657 142 89
internal_count=4318164 35489 28001 1087 985 102 937 73 864 124 740 54 686 56 7488 2019 1788 1131 615 73 542 412 284 51 233 205 128 657 142 89
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=31
num_cat=0
split_feature=5 4 1 1 2 2 5 3 5 2 0 2 5 2 0 3 5 0 5 1 1 3 0 2 0 1 1 0 0 0
split_gain=3.02345e+11 3.15072e+12 7.80919e+12 2.36516e+13 1.4235e+13 2.09415e+13 3.13253e+13 2.02008e+13 3.83079e+13 4.24216e+13 3.73656e+13 2.85242e+13 2.99754e+13 3.59996e+13 3.35334e+13 3.669e+13 2.69766e+13 3.65736e+13 2.66524e+13 6.51421e+13 6.23941e+13 4.01436e+13 3.22124e+13 2.71749e+13 3.04532e+13 3.0545e+13 3.94411e+13 3.99156e+13 3.87508e+13 4.27643e+13
threshold=81.910000000000011 2.5000000000000004 38.233559750000005 38.151577750000008 16.500000000000004 18.500000000000004 83.010000000000005 9.5000000000000018 82.00500000000001 3.5000000000000004 59.863160500000006 6.5000000000000009 93.00500000000001 5.5000000000000009 59.939091550000008 7.5000000000000009 96.015000000000015 44.580511600000001 90.015000000000015 30.388336800000001 37.214886200000009 4.5000000000000009 60.052595500000002 1.5000000000000002 59.932719750000011 37.098288800000006 38.096381250000007 55.885524800000006 55.719391050000006 55.628356700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 9 -2 -11 12 18 16 15 -15 -14 -18 21 -20 -21 -10 23 -23 25 -25 27 28 29 -27
right_child=1 -3 -4 -5 5 -7 -8 -9 11 10 -12 -13 13 14 -16 -17 17 -19 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-8.2463655717949482 -83674.298607726494 184.17583690406275 175.51667881052424 -59972.276304796018 103026.84438189339 -1049.0678927392075 16600.268840207893 -7021.2862226671095 -22795.530461743274 -26337.256399936872 108368.67079326924 25562.812784546844 -37347.752577975742 -89025.704053655674 -171562.06275475546 41795.949399609039 105278.17012939454 -2802.7110187230605 2802.6840353732641 192453.38105003722 39085.866851128478 -24725.877164568221 -83737.497667410717 -4727.9855400205788 41186.314090462976 30955.487660127532 -59333.084244791666 123904.15226675181 -60036.012281436007 184182.20500000002
leaf_weight=3935898 109 341443 28284 72 51 582 236 6644 446 99 26 516 229 53 23 36 32 1450 225 42 72 168 35 634 399 204 42 52 42 20
leaf_count=3935898 109 341443 28284 72 51 582 236 6644 446 99 26 516 229 53 23 36 32 1450 225 42 72 168 35 634 399 204 42 52 42 20
internal_value=0 84.9065 -745.381 -2822.63 -2492.58 9852.1 31958.3 -3417.53 1415.61 -38078.2 1681.58 3373.57 650.056 -9000.16 -63925.3 -36109.1 -5404.83 -468.981 8038.7 34005.4 95589.7 3727.87 11139.8 13267.1 17849.2 8481.42 31744.7 43773.8 28109.2 44636.4
internal_weight=0 382266 40823 12539 12467 869 287 11598 4954 234 125 4720 4204 1823 112 89 1711 1482 2381 339 114 2042 1596 1561 1393 994 360 318 266 224
internal_count=4318164 382266 40823 12539 12467 869 287 11598 4954 234 125 4720 4204 1823 112 89 1711 1482 2381 339 114 2042 1596 1561 1393 994 360 318 266 224
is_linear=0
shrinkage=0.1


Tree=4426
num_leaves=31
num_cat=0
split_feature=5 3 5 3 1 1 1 2 3 3 3 0 1 1 3 4 1 0 2 3 0 0 3 1 0 3 2 0 0 1
split_gain=3.20108e+11 4.24682e+12 1.10894e+13 1.99143e+13 2.44459e+13 2.33801e+13 6.3448e+13 6.81333e+13 4.24243e+13 2.79637e+13 2.7354e+13 2.33041e+13 2.2684e+13 1.98763e+13 3.89929e+13 3.39096e+13 5.97779e+13 3.75596e+13 3.32821e+13 4.45897e+13 3.17786e+13 2.93162e+13 2.86416e+13 3.2737e+13 3.25457e+13 2.77841e+13 3.54124e+13 2.61665e+13 2.51646e+13 2.79672e+13
threshold=128.92000000000004 20.500000000000004 132.05000000000004 18.500000000000004 82.888608650000023 82.902675200000019 82.95335685000002 8.5000000000000018 11.500000000000002 9.5000000000000018 3.5000000000000004 60.017447350000005 83.053286850000021 37.214886200000009 15.500000000000002 3.5000000000000004 38.969379750000009 55.812836050000008 2.5000000000000004 11.500000000000002 45.059881250000011 54.736324100000012 7.5000000000000009 39.630124250000001 57.147575200000006 13.500000000000002 4.5000000000000009 55.91302515000001 45.053747000000008 39.704585000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 11 7 8 9 -7 -8 13 -12 14 18 -15 17 -17 19 -2 28 25 23 -22 -24 26 -20 -19 29 -18
right_child=1 -3 -4 4 -6 6 10 -9 -10 -11 12 -13 -14 15 -16 16 20 27 21 -21 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.4784954992578747 23059.691259014424 2806.6025553613958 41.743564338374199 -18243.049120237116 -111791.927734375 42091.739956752237 89384.526718750014 185502.06144425677 146886.38804086539 -64461.936718750003 -87532.274739583343 -60342.714090576177 -7769.1752004849714 -19632.780656396484 101859.40243459302 -60401.905824218753 -27568.965905070756 125282.51656249999 -85597.341536458349 183449.32613281251 -72402.083680555559 5143.8247799769815 -17504.476334635416 44243.15495970023 72427.385351562509 -156355.97916666669 32451.131656901045 -23398.845521282332 152832.1450048828 55928.464686538238
leaf_weight=4282675 130 3917 27451 114 37 70 25 37 26 38 42 80 236 1500 43 200 53 20 54 20 27 350 471 221 44 21 48 29 20 165
leaf_count=4282675 130 3917 27451 114 37 70 25 37 26 38 42 80 236 1500 43 200 53 20 54 20 27 350 471 221 44 21 48 29 20 165
internal_value=0 -299.095 -684.405 -5521.46 -41165.6 -4165.73 16675.6 65377.1 32208.3 4600.63 -10809.5 -6991.47 -19819.7 -5742.02 9758.2 -9495.89 2668.37 -41177.9 3401.3 44445 13575.2 -9614.67 3623.95 31543.9 -9820.98 -51610.4 -30045.1 37287.4 45477.7 35628.6
internal_weight=0 35489 31572 4121 151 3970 474 171 134 108 303 3496 278 3416 666 2750 1250 249 623 150 1001 473 763 248 515 123 102 49 238 218
internal_count=4318164 35489 31572 4121 151 3970 474 171 134 108 303 3496 278 3416 666 2750 1250 249 623 150 1001 473 763 248 515 123 102 49 238 218
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=31
num_cat=0
split_feature=5 3 2 1 4 3 2 5 1 1 1 1 0 0 1 0 4 0 5 4 0 0 4 4 0 2 1 1 0 0
split_gain=3.30625e+11 2.55925e+12 7.6233e+12 1.29722e+13 1.04347e+13 1.03796e+13 1.00337e+13 2.328e+13 2.02521e+13 3.319e+13 1.44312e+13 1.81417e+13 1.28479e+13 5.479e+13 1.69524e+13 2.22554e+13 1.60707e+13 1.44346e+13 1.25051e+13 1.0811e+13 1.05119e+13 1.32893e+13 2.57853e+13 1.01294e+13 1.00011e+13 2.51259e+13 9.99558e+12 9.86098e+12 7.92347e+12 1.19133e+13
threshold=142.05000000000004 3.5000000000000004 2.5000000000000004 93.043229050000022 4.5000000000000009 2.5000000000000004 1.5000000000000002 177.02500000000003 37.998366300000008 54.845880150000006 82.981501350000016 49.073956850000009 55.657530000000008 56.054485600000007 37.342273500000012 47.208883950000008 3.5000000000000004 56.301440000000007 177.02500000000003 4.5000000000000009 55.020029900000004 56.635684300000008 3.5000000000000004 4.5000000000000009 52.056565900000003 1.5000000000000002 50.227799100000006 57.550671000000001 56.320495600000008 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 7 8 -7 -10 11 12 14 -14 -8 16 -16 -15 -17 -18 23 22 -22 -9 -5 -26 -13 -28 -19 -30
right_child=1 -3 4 24 -6 6 10 20 9 -11 -12 26 13 17 15 18 19 28 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=1.9209380023443268 -1074.9019874866192 -31.646428202969993 22235.757962101066 -19025.987109375001 -9279.7169407894744 36866.607312500004 -100041.04257812501 -24935.374846311475 -120192.87147569445 20050.32582872179 -109484.58068359375 57189.216585286464 -200079.03607954548 47967.063710937502 20746.646640625 105613.91526692708 -100789.67666625977 -70410.864724576284 1236.6462713068183 -15704.449441964287 167669.44859375001 201.4865291819853 15331.762718750002 51753.272688802084 -11674.50015625 146836.98594726561 -54464.698753978591 25969.376651785715 12425.585275197584 -70511.602370689667
leaf_weight=4297453 832 18676 235 20 190 25 20 61 45 27 20 36 22 20 40 24 32 59 22 28 20 34 25 24 20 20 27 35 43 29
leaf_count=4297453 832 18676 235 20 190 25 20 61 45 27 20 36 22 20 40 24 32 59 22 28 20 34 25 24 20 20 27 35 43 29
internal_value=0 -398.587 -3766.15 -6910.79 8146.49 -8676.84 -17485.8 -1843.3 -40676.9 -67601.7 -26419.4 -22617.8 -33572.8 -52642.6 -13698.8 -1871.15 -28351.3 -31161.8 55694.4 -61083.2 21125.3 47386.5 83037.4 -3282.11 38712.2 67581.2 15277.5 -9058.37 -43242.6 -20979.7
internal_weight=0 20711 2035 1610 425 1550 718 261 97 72 457 437 339 173 166 146 100 151 46 60 164 79 45 85 60 40 98 62 131 72
internal_count=4318164 20711 2035 1610 425 1550 718 261 97 72 457 437 339 173 166 146 100 151 46 60 164 79 45 85 60 40 98 62 131 72
is_linear=0
shrinkage=0.1


Tree=4428
num_leaves=31
num_cat=0
split_feature=1 1 5 0 3 0 0 0 5 5 0 3 0 0 0 4 5 0 0 0 3 5 4 5 0 5 0 3 0 0
split_gain=3.02807e+11 1.67991e+13 1.47857e+13 1.35127e+13 1.02032e+13 9.56078e+12 9.47049e+12 1.12937e+13 9.0689e+12 9.02152e+12 8.79579e+12 1.85215e+13 8.50948e+12 9.82958e+12 8.2509e+12 8.01338e+12 1.47893e+13 1.11731e+13 9.39876e+12 1.21042e+13 1.06363e+13 8.17258e+12 7.83514e+12 8.18643e+12 7.75984e+12 7.67224e+12 7.31153e+12 7.09302e+12 6.16276e+12 5.36104e+12
threshold=53.664171200000006 54.845880150000006 65.905000000000015 53.973051950000006 3.5000000000000004 61.785186750000001 56.054485600000007 55.719391050000006 67.00500000000001 90.015000000000015 56.093493200000005 6.5000000000000009 57.057093650000006 56.802385350000009 56.758269450000007 3.5000000000000004 100.05000000000001 57.057093650000006 57.814144100000007 56.758269450000007 6.5000000000000009 68.52500000000002 2.5000000000000004 70.50500000000001 54.484631300000011 85.91500000000002 61.785186750000001 11.500000000000002 56.911498950000002 56.143542450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 9 -4 24 11 -8 13 14 27 18 17 -17 19 21 -20 -12 23 -13 -6 -21 -18 -5 -15 -10
right_child=1 -3 4 12 6 -7 10 -9 29 -11 15 22 -14 28 -16 16 26 -19 20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=20.635663419458705 -23543.254627570728 -0.90609633215993846 -52984.545820312509 -2134.3686141140993 -32530.374189155689 30982.896543529783 48794.817410191128 -87902.67510080646 16030.187280273438 -83537.271059782608 4416.6926590768917 1936.0510830965909 2126.6158380495926 -33136.702092117448 10920.984421016399 -9975.2318983794157 -96540.484901494579 25822.697268274591 -60884.187689154001 -1828.8078042084317 -18585.507486724855 -39181.375374825613 -980.59362932477677 -78959.03119612069 5604.1561804058911 59963.485733695656 -23092.939429450758 -20745.913307524184 -8705.1688369854219 -16476.56299990536
leaf_weight=2686671 287 1614341 35 8222 138 99 70 31 118 23 57 22 4274 111 477 269 23 129 111 159 128 175 245 29 87 23 33 210 1478 89
leaf_count=2686671 287 1614341 35 8222 138 99 70 31 118 23 57 22 4274 111 477 269 23 129 111 159 128 175 245 29 87 23 33 210 1478 89
internal_value=0 -33.9819 -3147.07 -2052.48 -11022.6 4803.51 -14102.9 -30996.3 -5906.24 -23883 -10903.1 2535.99 -1634.94 -3166.37 -1874.07 -15346.3 -5142.53 1627.61 -22440.6 -13325.1 -38230.5 -28469.8 -8403.6 -44063.1 -17785 5980.11 -53258.9 -2597.89 -10411.8 2053.86
internal_weight=0 1.63149e+06 17152 15059 2093 341 1752 279 242 248 1473 366 14772 10498 8909 1107 454 398 653 414 239 232 296 51 225 182 56 8432 1589 207
internal_count=4318164 1631493 17152 15059 2093 341 1752 279 242 248 1473 366 14772 10498 8909 1107 454 398 653 414 239 232 296 51 225 182 56 8432 1589 207
is_linear=0
shrinkage=0.1


Tree=4429
num_leaves=31
num_cat=0
split_feature=1 5 5 2 0 1 2 3 1 1 3 2 1 3 0 3 2 3 1 0 2 5 4 1 1 0 1 3 0 2
split_gain=2.94883e+11 1.87757e+12 6.02293e+12 9.09917e+12 2.1161e+13 1.93509e+13 1.13273e+13 2.17307e+13 8.69417e+12 1.82341e+13 8.08366e+12 1.01239e+13 5.90217e+12 5.38286e+12 7.58535e+12 6.11912e+12 2.00309e+13 7.51175e+12 1.45232e+13 1.54652e+13 8.46514e+12 1.07449e+13 8.2468e+12 8.21457e+12 2.64474e+13 7.17124e+12 1.47009e+13 2.6185e+13 7.1247e+12 1.64837e+13
threshold=83.000022850000008 137.05000000000004 142.05000000000004 3.5000000000000004 56.009576300000013 86.067573200000012 7.5000000000000009 12.500000000000002 92.896330950000007 86.192907650000009 16.500000000000004 15.500000000000002 92.815157350000007 13.500000000000002 53.355366400000001 9.5000000000000018 2.5000000000000004 7.5000000000000009 86.067573200000012 53.37994195000001 3.5000000000000004 177.02500000000003 3.5000000000000004 92.815157350000007 113.46563545000002 54.959412650000012 84.920232800000022 5.5000000000000009 55.349623500000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 9 -5 11 13 -12 15 -15 17 -17 20 19 -19 -4 22 -22 -20 -25 26 -24 -28 -18 -30
right_child=1 2 10 6 -6 -7 7 -9 -10 -11 12 -13 -14 14 -16 16 28 18 23 -21 21 -23 25 24 -26 -27 27 -29 29 -31
leaf_value=9.8295949993145708 -81.249987330089041 72475.866452205883 4025.9129962354159 -37833.395502533785 133434.13956787108 -30738.623647836539 112378.49565217391 -15053.75146484375 -59279.679779411759 78832.988337053568 74123.882937500006 -70968.030624999999 10875.50529513889 72993.996255095102 8571.4580314036175 -89203.21287841798 -19187.179568268533 10877.266328125001 -18929.528333333332 135236.33274902342 -75154.197142857141 2870.1365157913378 -103334.88431490386 84145.13519675516 -15645.408797807839 1948.2635749162946 -91289.941157670459 55681.0019567419 90404.146679687503 -8719.4032825100803
leaf_weight=3782924 533132 34 841 37 20 39 23 32 34 21 25 20 36 23 89 32 129 20 75 20 35 182 26 44 67 70 22 27 23 62
leaf_count=3782924 533132 34 841 37 20 39 23 32 34 21 25 20 36 23 89 32 129 20 75 20 35 182 26 44 67 70 22 27 23 62
internal_value=0 -69.4728 2909.08 17821.6 42301.7 17333.9 2334.24 38236.1 -19128.8 4407.88 993.127 -215.525 36797 576.333 21801.1 -842.875 -15410.4 1664.9 18392.5 73056.8 -1477.61 -14263.4 -31587.3 6636.71 23911.2 -21071.2 -42556 -10306 -4375.95 18102.3
internal_weight=0 535240 2108 240 93 73 147 55 92 58 1868 1807 61 1787 112 1675 246 1429 226 40 1203 362 180 186 111 145 75 49 214 85
internal_count=4318164 535240 2108 240 93 73 147 55 92 58 1868 1807 61 1787 112 1675 246 1429 226 40 1203 362 180 186 111 145 75 49 214 85
is_linear=0
shrinkage=0.1


Tree=4430
num_leaves=31
num_cat=0
split_feature=5 1 1 1 3 4 2 1 1 1 3 1 1 3 0 1 5 1 0 1 3 1 3 5 2 0 1 3 0 3
split_gain=2.90678e+11 2.34355e+12 2.47239e+13 8.29008e+12 3.70913e+13 1.08158e+13 7.93371e+12 2.58264e+13 1.19869e+13 1.17785e+13 1.11854e+13 8.49763e+12 2.97383e+13 1.20424e+13 8.85522e+12 8.1238e+12 8.05328e+12 1.18758e+13 8.08711e+12 7.98443e+12 1.21595e+13 9.56952e+12 8.58041e+12 1.51552e+13 7.27016e+12 6.69477e+12 6.30728e+12 6.16107e+12 1.6988e+13 9.64419e+12
threshold=150.04500000000004 39.767857750000005 39.826386800000009 39.739656000000004 5.5000000000000009 4.5000000000000009 1.5000000000000002 39.925119750000007 39.863684800000009 113.46563545000002 2.5000000000000004 48.712293450000011 49.201680550000006 2.5000000000000004 52.485928400000006 86.192907650000009 177.02500000000003 40.247294600000011 43.465905150000005 41.950906500000009 6.5000000000000009 47.473138800000008 3.5000000000000004 225.45000000000002 3.5000000000000004 43.592450450000008 82.911991800000024 9.5000000000000018 53.310923100000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 24 -2 -5 25 7 -4 -8 11 15 13 -13 -9 -14 26 18 -18 -15 -19 21 22 -21 -24 -3 -6 -10 28 -16 -30
right_child=1 2 6 4 5 -7 8 9 10 -11 -12 12 14 16 27 -17 17 19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.5627192582455898 657.85727626377729 -100919.98266129033 104062.55078125 -65926.897683189658 60318.26385869566 17982.998799189816 -74045.143953804349 19678.240348003066 -24270.208599970145 77142.552425592599 -1204.3677606983626 130770.83292968752 -45325.018598790324 -106.05623139880953 88412.147989908859 31230.422713569973 -77721.81073369566 56554.591666666667 -75814.219694767438 7345.3603365384615 46795.312600806457 20944.981127232142 -125475.3722826087 -23127.230949519231 -24715.02619047619 137479.44197443183 -77445.535907451922 49021.936528716222 6312.5399955417806 -49982.540512547355
leaf_weight=4302555 5711 31 27 29 23 27 23 107 157 22 8562 20 31 21 24 23 23 21 43 26 31 35 23 39 21 22 26 37 391 33
leaf_count=4302555 5711 31 27 29 23 27 23 107 157 22 8562 20 31 21 24 23 23 21 43 26 31 35 23 39 21 22 26 37 391 33
internal_value=0 -430.757 -1374.53 1160.11 29559.7 68019.6 -1007.56 7653.92 -1947.51 4845.9 -1758.38 3088.41 11128.4 -8590.27 6491.1 -24785 -20135 -10167.4 -50972.5 -1288.8 -9176.54 -23283.3 -40874 -61095.1 -70144.9 98041.5 -31825.2 9803.06 6564 1931.08
internal_weight=0 15609 9797 5812 101 72 9745 954 8791 927 8768 905 536 369 516 206 262 198 64 175 154 123 88 62 52 45 183 485 448 424
internal_count=4318164 15609 9797 5812 101 72 9745 954 8791 927 8768 905 536 369 516 206 262 198 64 175 154 123 88 62 52 45 183 485 448 424
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=31
num_cat=0
split_feature=0 0 6 4 1 5 1 3 5 1 3 3 2 5 5 5 5 4 3 5 2 2 3 3 5 3 5 2 4 3
split_gain=2.83032e+11 1.25568e+13 2.8819e+13 2.80857e+13 1.92044e+13 1.40646e+13 4.08358e+13 2.21452e+13 1.3669e+13 1.91437e+13 1.67798e+13 1.59986e+13 1.3086e+13 1.03899e+13 1.03407e+13 1.48416e+13 1.01826e+13 2.68024e+13 1.01329e+13 1.62246e+13 1.00574e+13 9.83909e+12 9.58374e+12 1.28995e+13 1.26075e+13 8.86745e+12 8.80633e+12 8.42796e+12 1.50671e+13 1.03002e+13
threshold=57.117834900000013 57.131524800000008 1.5000000000000002 2.5000000000000004 65.565203050000022 161.85000000000002 65.565203050000022 10.500000000000002 44.005000000000003 65.58467570000002 17.500000000000004 6.5000000000000009 12.500000000000002 101.05000000000001 96.015000000000015 88.015000000000015 150.04500000000004 4.5000000000000009 16.500000000000004 35.005000000000003 8.5000000000000018 9.5000000000000018 14.500000000000002 16.500000000000004 48.510000000000012 9.5000000000000018 52.710000000000008 2.5000000000000004 1.5000000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 22 8 7 20 18 10 12 -11 16 14 15 25 17 27 -4 -20 -7 -16 24 -24 -2 -5 -12 -10 -29 -30
right_child=1 -3 5 13 -6 6 -8 -9 9 11 26 -13 -14 -15 21 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=11.178362585628474 2749.615145056232 7.8132856345719865 1046.2724845532455 96284.653091032611 -13849.140781464594 147.99565217391304 156863.02529761905 80330.831770833349 -12431.544466598349 -7320.4822239467076 -19265.759593023256 -42914.803131716137 -24104.288658272882 -9554.9903508771931 45248.792064950983 -27120.384960937503 -68433.226262019234 69533.59796999667 15964.731626718256 -20617.827168071846 -96813.251015625006 124033.9500679348 -12531.980735129178 9522.2284984292146 31139.650985336306 31136.081872558596 31272.302729885061 -20287.047884480722 -4967.8224968912546 6170.221758405849
leaf_weight=3626750 306 675003 4270 23 566 23 21 21 1686 238 43 269 420 57 51 42 26 47 158 521 20 23 404 772 320 228 174 539 4102 1041
leaf_count=3626750 306 675003 4270 23 566 23 21 21 1686 238 43 269 420 57 51 42 26 47 158 521 20 23 404 772 320 228 174 539 4102 1041
internal_value=0 -58.6351 -2791.73 6463.48 2219.47 -4689.12 35861.3 -3842.4 -4943.8 -7356.73 -6173.7 -26205.8 -6930.94 30165.9 36335.1 27899.4 -5961.6 -5742.55 -758.108 -12105.2 -44950.3 69736.1 7266.54 1945.78 17262.1 37105.9 21257.8 -6222.73 -4380.42 -2713.36
internal_weight=0 691414 16411 2792 2368 13619 85 64 13534 8585 8078 507 7861 424 367 293 7441 7415 4949 679 43 74 1802 1176 626 251 217 7368 5682 5143
internal_count=4318164 691414 16411 2792 2368 13619 85 64 13534 8585 8078 507 7861 424 367 293 7441 7415 4949 679 43 74 1802 1176 626 251 217 7368 5682 5143
is_linear=0
shrinkage=0.1


Tree=4432
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 5 3 3 3 0 0 5 2 1 3 3 1 5 3 3 5 0 3 3 3 3 4 5 5 1
split_gain=2.9046e+11 7.42596e+12 8.98725e+13 5.19003e+13 7.21271e+13 5.75941e+13 5.09044e+13 5.23368e+13 4.69183e+13 7.88686e+13 4.32327e+13 4.76704e+13 4.35278e+13 7.24482e+13 1.09076e+14 6.5115e+13 8.09555e+13 5.64508e+13 4.2446e+13 5.369e+13 3.90148e+13 6.64931e+13 5.21099e+13 5.50945e+13 9.02797e+13 1.62114e+14 1.0712e+14 1.75088e+14 2.67693e+14 5.14826e+13
threshold=55.91302515000001 55.87722990000001 37.417247200000006 37.533784800000006 37.726745000000001 50.005000000000003 19.500000000000004 3.5000000000000004 21.500000000000004 55.899899800000007 55.899899800000007 73.010000000000005 5.5000000000000009 37.66934650000001 23.500000000000004 22.500000000000004 37.582182450000005 77.715000000000018 9.5000000000000018 13.500000000000002 49.995000000000012 55.885524800000006 23.500000000000004 5.5000000000000009 7.5000000000000009 8.5000000000000018 1.5000000000000002 99.555000000000021 79.010000000000005 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 20 6 -6 7 -5 9 -8 12 -12 13 14 -10 16 17 -14 -3 -20 21 -4 23 -22 -25 26 -26 28 -28 -24
right_child=-2 2 3 4 5 -7 8 -9 10 -11 11 -13 15 -15 -16 -17 -18 -19 19 -21 22 -23 29 24 25 -27 27 -29 -30 -31
leaf_value=3.3040564565526944 40.025917229921909 2771.3606607762781 19396.411283012058 -134494.41263146032 -1429.8798706889379 -14199.349161197197 -26515.368998353981 7546.6874430639546 -49860.324887850104 153216.679875 -25735.829801598375 46418.653018641715 11909.462370597832 -55080.989622815854 15714.777169977799 558.76412973295623 57478.378681313123 -132137.86785714288 73132.734630684237 16869.21016127562 8156.5320453583527 -10694.000497210664 22064.336517722681 -91279.481238458815 -66650.721726190473 -31841.104295267069 71032.02092706089 -67155.503298611118 443136.77931034483 -16699.848079574494
leaf_weight=2991712 1276905 2624 1012 26 8985 5820 1043 11347 347 25 980 101 959 320 943 5195 492 28 184 2168 443 2677 581 220 42 2027 58 36 29 835
leaf_count=2991712 1276905 2624 1012 26 8985 5820 1043 11347 347 25 980 101 959 320 943 5195 492 28 184 2168 443 2677 581 220 42 2027 58 36 29 835
internal_value=0 -16.8053 -1231.03 -2654.08 -1062.94 -6449.69 2594.36 7221.96 -2450.2 -22308.2 -185.562 -18994.3 2268.84 -12489.7 -1924.42 5829.11 24341.2 7823.01 11515.5 21270.8 -9972.34 -2439.33 -16478.8 -24257.9 -30211.2 -24082.1 71235.7 118319 195067 -794.487
internal_weight=0 3.04126e+06 49547 44571 36611 14805 21806 11373 10433 1068 9365 1081 8284 1610 1290 6674 1479 987 4976 2352 7960 3689 4271 2855 2412 2192 165 123 87 1416
internal_count=4318164 3041259 49547 44571 36611 14805 21806 11373 10433 1068 9365 1081 8284 1610 1290 6674 1479 987 4976 2352 7960 3689 4271 2855 2412 2192 165 123 87 1416
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=31
num_cat=0
split_feature=5 3 5 4 3 0 5 5 2 1 1 0 5 6 0 0 1 0 5 5 5 0 5 4 1 1 2 1 1 1
split_gain=3.10894e+11 3.52759e+12 2.51654e+13 1.9722e+13 3.57005e+13 3.39729e+13 5.89845e+13 3.164e+13 1.95501e+13 1.99152e+13 4.19948e+13 7.50456e+13 2.0623e+13 2.9502e+13 2.94448e+13 3.05396e+13 1.81088e+13 2.17593e+13 2.4447e+13 1.612e+13 1.57524e+13 1.54476e+13 4.17132e+13 1.64473e+13 1.87761e+13 4.26087e+13 1.94281e+13 2.30655e+13 1.53525e+13 2.06699e+13
threshold=47.005000000000003 5.5000000000000009 59.245000000000012 1.5000000000000002 4.5000000000000009 59.939091550000008 63.855000000000011 120.05000000000001 2.5000000000000004 30.243224600000001 30.332994000000003 59.963407450000012 73.995000000000019 1.5000000000000002 57.641335050000002 56.301440000000007 30.305955500000003 57.178027650000011 61.845000000000006 91.050000000000011 75.750000000000014 43.465905150000005 64.805000000000021 1.0000000180025095e-35 37.098288800000006 37.362912300000012 2.5000000000000004 37.998366300000008 39.969502550000009 78.608766650000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 16 -7 8 -6 -10 11 -11 -12 -14 15 19 -4 21 -19 28 -8 22 -18 -23 -25 -26 -27 -28 -15 -30
right_child=1 -3 3 -5 7 6 20 -9 9 10 12 -13 13 14 -16 -17 17 18 -20 -21 -22 23 -24 24 25 26 27 -29 29 -31
leaf_value=-27.502914743601043 1023.4771268965104 -40.409272866335563 -52758.463233173083 -309.01344361002617 -8828.8110780142706 185492.99412615743 60399.406481933598 14959.332079399497 10642.81260353371 -257237.46562500001 -18775.310320336128 -36793.23609852892 18911.940393066408 -155484.05053013394 34425.843093750002 -184033.89575000003 143570.84765625 -60819.159361049104 37986.574004483125 -31488.871369050677 -37353.835569852941 7857.1649394662718 -409.82291739817424 -100776.94647216797 76865.086553485584 -7289.7886026604237 31593.078811097759 -51792.802675154409 -8069.3546875000002 -121785.41143465909
leaf_weight=2105789 229375 1731021 65 247777 732 27 32 276 108 23 620 47 48 28 25 25 26 28 237 76 34 567 89 24 52 688 39 222 31 33
leaf_count=2105789 229375 1731021 65 247777 732 27 32 276 108 23 620 47 48 28 25 25 26 28 237 76 34 567 89 24 52 688 39 222 31 33
internal_value=0 26.1779 265.635 -424.224 -7217.76 1873.29 60979.2 -16563.3 -21407.5 -30061.3 -34659.7 -109225 -28768.5 -52060.9 -67688 -80915.1 -825.207 886.589 27546.7 -65570.1 10041.7 -3252.21 32142.3 -5808.98 -13368.7 -11273 -16102.5 -39332.8 -93724.2 -66704.2
internal_weight=0 2.21238e+06 481354 251979 4202 2130 93 2072 1796 1064 956 70 886 266 218 193 2037 1972 265 168 66 1707 115 1592 1025 1001 949 261 92 64
internal_count=4318164 2212375 481354 251979 4202 2130 93 2072 1796 1064 956 70 886 266 218 193 2037 1972 265 168 66 1707 115 1592 1025 1001 949 261 92 64
is_linear=0
shrinkage=0.1


Tree=4434
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 3 1 5 1 0 1 5 1 4 0 3 1 1 5 1 5 3 3 3 5 0 3 5 5 1
split_gain=3.68098e+11 6.4511e+12 5.8957e+12 4.2432e+13 4.61025e+13 3.71457e+13 7.64336e+13 4.60154e+13 3.40493e+13 3.40331e+13 3.12839e+13 8.77822e+13 6.87346e+13 9.01329e+13 6.09761e+13 6.46213e+13 5.93303e+13 5.58251e+13 5.95622e+13 6.09924e+13 1.42739e+14 8.80447e+13 5.73873e+13 9.30598e+13 5.59869e+13 5.44491e+13 5.2436e+13 5.1117e+13 5.08677e+13 4.97359e+13
threshold=71.00500000000001 70.00500000000001 55.674875350000008 55.535913550000011 38.096381250000007 14.500000000000002 38.781124500000011 73.995000000000019 38.891822450000006 55.762622900000004 37.642309100000013 72.705000000000013 37.889331900000009 1.5000000000000002 55.695992150000002 6.5000000000000009 37.542000650000013 37.533784800000006 73.405000000000015 37.39371280000001 123.15000000000002 11.500000000000002 24.500000000000004 22.500000000000004 78.710000000000022 55.68356880000001 27.500000000000004 77.715000000000018 76.00500000000001 49.148175700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 8 -7 -8 -6 10 11 -4 13 -12 15 16 25 18 -16 21 -21 -20 23 -19 -23 -13 -24 28 -18 -14
right_child=2 -3 9 4 5 6 7 -9 -10 -11 12 14 29 -15 17 -17 27 22 19 20 -22 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.0677376944701165 121.86217586893019 -1570.3799297254836 32189.318851646382 -5079.074337563371 17289.845388671874 13876.614900591243 71736.559657689155 238623.94187500002 -10175.382754885315 51.108973901444642 -193366.4627232143 -168088.22747961956 -6922.7675157511903 14098.651927799272 -46414.702199086343 16980.690753952018 32131.460910560345 -25256.301873755201 17993.178261223213 15240.317608162639 -235330.11252335261 3906.421094797252 -127137.8033988402 61407.893907973346 -42549.082117716476 -37233.030544599511 -28982.36385143649 74011.917061121319 -164681.89388020834 6539.9190018702375
leaf_weight=3633634 351167 26385 722 27074 725 847 95 20 1196 249408 21 46 4564 7428 295 1851 29 1393 614 1968 23 373 97 136 852 103 124 68 24 6882
leaf_count=3633634 351167 26385 722 27074 725 847 95 20 1196 249408 21 46 4564 7428 295 1851 29 1393 614 1968 23 373 97 136 852 103 124 68 24 6882
internal_value=0 -12.3809 68.8515 -186.319 -3798.93 8222.8 24262.9 100760 190.203 419.913 3751.05 -1204.23 6037.38 13513.8 -4219.51 10314.2 -35388.2 -9466.49 -3117.31 217.609 12345.7 -12912.9 -24432.4 -17547.8 -28403.9 -77631.3 -72064.2 16630.2 -56991.6 1171.78
internal_weight=0 3.66002e+06 658145 381124 29957 2883 962 115 1921 277021 27613 8718 18895 7449 7996 2121 270 5875 4125 3830 1991 1839 1750 1529 1225 149 221 121 53 11446
internal_count=4318164 3660019 658145 381124 29957 2883 962 115 1921 277021 27613 8718 18895 7449 7996 2121 270 5875 4125 3830 1991 1839 1750 1529 1225 149 221 121 53 11446
is_linear=0
shrinkage=0.1


Tree=4435
num_leaves=31
num_cat=0
split_feature=5 5 4 0 4 1 1 5 0 1 3 2 0 0 1 2 1 1 3 0 0 5 0 1 2 0 1 0 3 3
split_gain=3.34064e+11 2.86981e+12 1.2825e+13 3.34789e+13 1.76257e+13 7.93308e+13 1.23195e+13 1.14674e+13 1.12063e+13 1.44897e+13 1.62752e+13 9.05383e+12 8.85376e+12 1.93386e+13 3.27102e+13 9.34383e+12 1.17401e+13 9.10371e+12 2.12306e+13 1.26746e+13 1.54998e+13 8.94807e+12 1.12374e+13 8.56425e+12 5.13562e+13 4.05428e+13 7.07652e+13 4.10619e+13 2.29618e+13 4.48535e+13
threshold=55.405000000000008 54.990000000000002 1.0000000180025095e-35 43.642715500000008 1.5000000000000002 30.315880100000005 30.243224600000001 55.005000000000003 43.465905150000005 46.037218400000008 9.5000000000000018 11.500000000000002 59.982527000000012 59.963407450000012 30.305955500000003 9.5000000000000018 30.332994000000003 30.346469350000003 18.500000000000004 60.035045000000004 60.042666650000008 55.005000000000003 60.017447350000005 30.370618100000005 3.5000000000000004 59.916647550000008 30.305955500000003 59.939091550000008 12.500000000000002 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -6 11 9 10 -7 -4 13 23 -15 16 -16 18 19 -14 -21 22 -20 24 25 -8 -27 -28 -26 -30
right_child=-2 2 4 -5 6 8 12 -9 -10 -11 -12 -13 17 14 15 -17 -18 -19 21 20 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-8.250105180987827 35.604144347138849 124564.34997209821 -90090.204735576932 8886.4332865483721 8642.5205403708242 23568.428490149458 13463.370392517383 -30776.572536458334 -5455.7114021346006 2944.4844670476141 131622.68124999999 -32790.501194196426 -20760.72841304247 155981.96546875002 -63560.988095238099 73128.339223845105 22775.763750155013 -2744.6977356005591 79040.112492819404 -136289.15730646308 -38589.031741431456 -18628.757286658652 7295.3934554303287 -744.28330535593693 -32953.997056831693 -24984.696948242188 98182.55512476679 261460.20671875004 120001.57033691407 -2859.8041620401236
leaf_weight=2636859 1636543 28 130 235 1467 46 209 75 3070 222 20 35 337 20 21 23 63 1257 34 22 62 52 61 36468 230 40 67 20 32 416
leaf_count=2636859 1636543 28 130 235 1467 46 209 75 3070 222 20 35 337 20 21 23 63 1257 34 22 62 52 61 36468 230 40 67 20 32 416
internal_value=0 -21.7285 -815.722 21202 -945.852 -7656.03 -355.567 -63198.5 -3686.35 15174.6 56312.1 -77935.7 -690.309 -360.233 38595.9 16654.6 1191.58 -7492.41 -17999.2 -29423.4 -64177.2 14719 32972.5 -492.228 8572.82 40541.3 85102.7 135718 -7269.98 5916.01
internal_weight=0 2.68162e+06 44762 263 44499 3598 40901 240 3358 288 66 165 39434 37609 127 107 84 1825 568 421 84 147 95 37482 1014 336 127 87 678 448
internal_count=4318164 2681621 44762 263 44499 3598 40901 240 3358 288 66 165 39434 37609 127 107 84 1825 568 421 84 147 95 37482 1014 336 127 87 678 448
is_linear=0
shrinkage=0.1


Tree=4436
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 0 0 0 3 0 1 5 4 5 1 5 5 0 5 5 1 2 1 4 5 2 1 3 1
split_gain=3.25076e+11 3.92037e+12 1.4415e+13 3.92722e+13 3.70655e+13 8.2601e+13 3.45322e+13 4.24096e+13 6.40402e+13 8.38096e+13 5.85708e+13 9.6021e+13 1.93767e+14 2.032e+14 1.42739e+14 6.25627e+13 9.07161e+13 5.49127e+13 4.92928e+13 7.63506e+13 7.5591e+13 6.34984e+13 6.05339e+13 5.18054e+13 3.99586e+13 1.0015e+14 3.96846e+13 4.33873e+13 9.28946e+13 5.16971e+13
threshold=9.5000000000000018 37.559851850000008 36.761894450000007 56.782419000000012 55.141517900000004 54.959412650000012 55.628356700000005 55.664473600000008 55.695992150000002 4.5000000000000009 55.719391050000006 37.098288800000006 68.52500000000002 2.5000000000000004 79.730000000000018 37.503486000000002 44.605000000000011 94.040000000000006 55.68356880000001 57.705000000000005 51.815000000000005 37.362912300000012 6.5000000000000009 37.436176200000013 2.5000000000000004 62.385000000000012 1.5000000000000002 37.39371280000001 4.5000000000000009 37.328003200000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 26 9 -9 11 17 15 -14 -15 16 -13 -10 19 21 22 -11 -20 -24 25 -22 -8 29 -29 -28
right_child=-2 -3 3 -5 6 -7 7 8 10 18 -12 12 13 14 -16 -17 -18 -19 20 -21 24 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-181.97780301980811 24.765292630492262 -92.255331692203043 -980.42362294934196 -85608.793421349168 5667.8037355149718 -36038.052420035099 10234.427552021785 -42180.075940093368 5728.6801856825086 2925.3040834409699 1436.5023418971327 -2655.3745295120498 -429135.77252604172 38592.867754448787 -289462.72515811014 20719.505548871573 -73849.258859202353 140011.43266601564 24820.465801321625 -19265.750913287709 58328.545795784885 40700.143219782738 -3900.3636486235118 -174329.34511088711 33657.886722161573 204444.31190104166 -13468.486585864935 -197678.49750976564 -25059.610818552068 39581.965929704267
leaf_weight=207023 2379540 1630174 25876 52 23139 690 714 241 630 888 43401 354 24 36 21 236 362 32 314 605 215 892 42 31 229 60 868 32 1210 233
leaf_count=207023 2379540 1630174 25876 52 23139 690 714 241 630 888 43401 354 24 36 21 236 362 32 314 605 215 892 42 31 229 60 868 32 1210 233
internal_value=0 -30.3979 296.522 1273.19 1317.76 -1890.98 2457.23 1019.47 1737.9 14734.6 724.295 -17512 -36565.6 -185045 -82269.7 -23932.4 -38650 12219.7 18921.5 11424.1 38990.5 21855.2 5750.91 -76274.3 64513.8 90208.3 -10405.1 -16694.8 -29507.1 -2241.64
internal_weight=0 1.93862e+06 308450 101427 101375 26566 74809 51670 48613 3517 45096 1695 1033 81 57 952 716 662 3276 2385 891 1780 387 73 504 275 3057 2343 1242 1101
internal_count=4318164 1938624 308450 101427 101375 26566 74809 51670 48613 3517 45096 1695 1033 81 57 952 716 662 3276 2385 891 1780 387 73 504 275 3057 2343 1242 1101
is_linear=0
shrinkage=0.1


Tree=4437
num_leaves=31
num_cat=0
split_feature=5 5 3 6 3 2 2 3 0 0 0 3 1 1 3 0 0 2 3 0 1 1 1 0 0 0 4 0 1 1
split_gain=2.89442e+11 4.89455e+12 4.24211e+13 2.91891e+13 3.34971e+13 1.97358e+13 1.90894e+13 1.87467e+13 3.24461e+13 4.06388e+13 1.67574e+13 1.64404e+13 3.45911e+13 2.27285e+13 2.07208e+13 1.43168e+13 7.45123e+13 5.02165e+13 1.37816e+13 3.77762e+13 2.72617e+13 4.1011e+13 1.41475e+13 1.34028e+13 1.33229e+13 2.59733e+13 1.30387e+13 1.11906e+13 1.09912e+13 3.56017e+13
threshold=54.035000000000004 53.995000000000012 17.500000000000004 1.5000000000000002 8.5000000000000018 7.5000000000000009 1.5000000000000002 7.5000000000000009 55.701368300000006 55.924336300000007 55.820531900000013 26.500000000000004 37.503486000000002 39.614024000000008 30.500000000000004 55.674875350000008 55.576287050000012 10.500000000000002 23.500000000000004 45.03656895000001 38.911476500000006 37.417247200000006 30.410108300000001 55.518428350000008 55.674875350000008 55.777112100000004 2.5000000000000004 55.755036050000008 37.582182450000005 37.712318250000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 6 18 -5 -8 -9 10 28 26 -13 14 -14 16 23 -18 22 -20 21 -21 -4 -3 -23 -26 -7 -17 -10 -30
right_child=-2 2 5 4 -6 11 7 8 9 -11 -12 12 13 -15 -16 27 17 -19 19 20 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-2.586827775033067 32.033225111303793 7217.5061445028177 -33398.409091045673 -5245.6634813645906 -5180.2101278477021 4559.5447929699885 2304.0191422073071 -6325.6632345989256 40577.942629076089 -7389.1066266741072 173765.82038690476 34103.559362192624 -128917.99799107143 8461.8711282169115 -21080.19047154018 -27393.871538159365 19272.698893229168 211944.50665322581 167586.06546875002 17468.754460190285 -2849.9705177484557 169675.32806249999 14791.236230016171 45555.404591762897 -8004.4796289062506 139115.80213541666 57114.23233356476 2769.0417587802581 203401.9005580357 19265.136755952382
leaf_weight=2565922 1706195 1522 65 3739 23476 2859 10546 157 46 63 21 61 49 34 28 133 24 31 20 132 172 25 971 97 20 30 48 1636 21 21
leaf_count=2565922 1706195 1522 65 3739 23476 2859 10546 157 46 63 21 61 49 34 28 133 24 31 20 132 172 25 971 97 20 30 48 1636 21 21
internal_value=0 -20.9248 -1042.79 -2043.42 -2840.45 8163.95 918.139 3037.35 26544.2 56547.5 93501.6 3649.89 -26390.7 -59635.3 -89704.2 6774.18 13403.1 127870 17849.5 33640.8 26572.4 51020 11767.8 9514.46 110070 80267.7 5427.32 501.282 74347.6 111334
internal_weight=0 2.61197e+06 46047 41533 38090 4514 14614 10875 329 172 109 3079 172 111 77 3443 1674 55 1435 399 379 207 1036 1619 75 50 2907 1769 88 42
internal_count=4318164 2611969 46047 41533 38090 4514 14614 10875 329 172 109 3079 172 111 77 3443 1674 55 1435 399 379 207 1036 1619 75 50 2907 1769 88 42
is_linear=0
shrinkage=0.1


Tree=4438
num_leaves=31
num_cat=0
split_feature=3 6 1 0 1 0 0 3 0 1 0 5 5 5 0 5 1 1 5 2 1 0 5 5 5 5 1 5 0 5
split_gain=2.82748e+11 5.23626e+12 1.65133e+13 3.47231e+13 4.5464e+13 1.29022e+14 7.16492e+13 9.35132e+13 9.92317e+13 2.53951e+14 3.2567e+14 9.19333e+13 6.88728e+13 7.91059e+13 1.23961e+14 6.35931e+13 6.54715e+13 6.32434e+13 6.37739e+13 5.54145e+13 5.1283e+13 4.91588e+13 4.51875e+13 7.51681e+13 1.0279e+14 4.47809e+13 1.04255e+14 8.13911e+13 6.21265e+13 5.87878e+13
threshold=21.500000000000004 1.5000000000000002 37.712318250000003 55.701368300000006 37.542000650000013 55.708120100000009 55.826364100000013 25.500000000000004 55.801980100000009 37.597123000000003 55.820531900000013 76.00500000000001 46.010000000000012 60.610000000000007 55.795550600000006 42.605000000000011 37.66934650000001 37.642309100000013 85.91500000000002 15.500000000000002 37.559851850000008 55.745923000000012 39.995000000000012 40.905000000000008 40.205000000000005 64.405000000000015 37.66934650000001 65.045000000000016 55.751981950000008 62.015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 11 -10 -11 12 15 19 21 22 -17 18 -13 -14 -8 -15 -7 24 -24 26 29 -27 -29 -23
right_child=1 -3 -4 4 5 6 20 -9 9 10 -12 17 13 14 -16 16 -18 -19 -20 -21 -22 25 23 -25 -26 27 -28 28 -30 -31
leaf_value=8.5162316549870134 2671.8418499939835 -537.12588109141882 904.04983892560176 -468.97224236040859 -169670.92470626833 -4845.6455426380626 -18824.043465549046 -2119.3823115881137 45718.890778637542 -80722.66099375175 -446159.83990384621 133868.04668887868 -75087.487261672257 -132947.49427523228 167298.66885557433 112785.83461119187 -16961.229324383803 -56189.635301422124 14637.805777138157 -21707.351811836863 1941.2696572326299 8178.5904436383935 -44346.736468160379 -2299.4231058372643 -273589.50604838709 -192648.7814385776 -44580.604477896348 144254.49453125001 -28835.803394298608 194369.94113372095
leaf_weight=3887566 25110 157045 147791 81932 48 945 1350 3730 157 393 26 85 567 37 37 86 71 50 95 296 9992 28 53 106 31 29 82 22 361 43
leaf_count=3887566 25110 157045 147791 81932 48 945 1350 3730 157 393 26 85 567 37 37 86 71 50 95 296 9992 28 53 106 31 29 82 22 361 43
internal_value=0 -76.887 187.333 -654.927 -1484.87 -5931.14 -5510.22 -13215.8 -24712.8 -62754 -103399 -17466.9 -22469.5 -37031 -10361 -5541.17 54110.4 43303.9 70941 -56778.7 -530.356 -21280.2 -13792.5 -58291.5 -128948 -13967.5 32230.7 -31123.6 -18893.3 120942
internal_weight=0 430598 273553 125762 100652 18720 18672 7330 3600 576 419 3024 2794 1502 639 1292 157 230 180 863 11342 602 1135 190 84 565 153 412 383 71
internal_count=4318164 430598 273553 125762 100652 18720 18672 7330 3600 576 419 3024 2794 1502 639 1292 157 230 180 863 11342 602 1135 190 84 565 153 412 383 71
is_linear=0
shrinkage=0.1


Tree=4439
num_leaves=31
num_cat=0
split_feature=3 4 1 0 5 2 2 2 5 0 5 2 0 0 5 5 1 6 1 1 2 2 1 1 2 3 1 5 1 0
split_gain=3.08266e+11 1.55385e+12 8.3106e+12 4.63843e+12 4.58037e+12 5.78162e+12 9.63885e+12 5.75125e+12 3.68123e+12 4.12918e+12 3.63604e+12 3.95628e+12 2.69935e+12 1.72928e+12 1.45266e+12 7.21519e+12 6.68412e+12 7.06484e+12 1.23389e+13 6.6592e+12 6.46417e+12 7.00493e+12 5.97718e+12 9.3465e+12 8.67026e+12 7.09597e+12 2.29983e+13 1.71014e+13 1.50111e+13 1.02759e+13
threshold=28.500000000000004 3.5000000000000004 37.542000650000013 56.802385350000009 128.92000000000004 27.500000000000004 20.500000000000004 4.5000000000000009 100.05000000000001 56.831297550000009 132.05000000000004 21.500000000000004 55.719391050000006 55.755036050000008 56.835000000000008 53.705000000000005 60.611165000000007 1.5000000000000002 37.516458750000005 37.767735350000002 9.5000000000000018 22.500000000000004 37.475443250000005 37.417247200000006 8.5000000000000018 30.500000000000004 37.726745000000001 56.005000000000003 37.642309100000013 55.751981950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 -3 4 5 6 7 -4 -5 10 -10 -12 -9 -14 15 -2 17 19 20 22 -19 -22 23 -17 -25 27 28 -24 29 -27
right_child=1 2 3 8 -6 -7 -8 12 9 -11 11 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=2.4109162819645089 -185.18648173843513 35984.281110491072 -44511.881711647729 -443.77584339488641 31483.330014780411 39020.528617527176 -58097.268864360609 36946.184804687502 -45530.58711480035 -60118.689691840278 18689.089233398438 -32782.227863420761 -20387.754329427087 16504.056735681606 524.85437953636153 -13813.249653612447 20968.614318549924 90032.642812500009 -7078.6047649703214 1938.5451576675907 -6382.8045166015627 66918.637353515631 -76972.948214285716 72761.056685697113 4433.8839843750002 -27489.901072128254 -113799.15672554349 2733.332135139628 59575.983984375001 -1772.1372684788062
leaf_weight=4283289 17850 42 22 55 37 23 38 30 36 36 32 28 24 27 14841 234 82 20 179 310 32 22 63 26 65 327 23 47 28 296
leaf_count=4283289 17850 42 22 55 37 23 38 30 36 36 32 28 24 27 14841 234 82 20 179 310 32 22 63 26 65 327 23 47 28 296
internal_value=0 -296.105 -6270.25 -10844.2 -298.076 -7468.27 -15051.6 829.394 -22179.9 -31236.6 -20405.8 -5330.86 13144.3 -856.796 -221.525 -786.564 -6906.63 -8273.71 7120.72 -11018.5 41467.7 23480.7 -14640.3 -3237.88 23955.9 -19367.1 -15523.7 -42916.6 -12051.6 -15270.9
internal_weight=0 34875 430 388 201 164 141 103 187 132 96 60 81 51 34445 19604 1754 1672 253 1419 74 54 1109 325 91 784 674 110 651 623
internal_count=4318164 34875 430 388 201 164 141 103 187 132 96 60 81 51 34445 19604 1754 1672 253 1419 74 54 1109 325 91 784 674 110 651 623
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=31
num_cat=0
split_feature=0 0 1 3 5 1 5 6 2 5 1 5 5 5 5 1 1 2 3 2 1 2 5 1 1 5 4 5 5 5
split_gain=2.94684e+11 6.66771e+12 2.34444e+13 2.87257e+13 2.32299e+13 1.542e+13 1.08814e+13 9.93944e+12 1.20516e+13 9.29294e+12 9.20559e+12 1.18876e+13 1.91469e+13 9.89497e+12 8.65791e+12 1.39948e+13 1.55762e+13 3.12909e+13 1.6183e+13 1.07551e+13 1.03933e+13 8.91537e+12 1.9354e+13 8.52925e+12 4.22615e+13 2.73311e+13 2.15406e+13 2.34479e+13 2.61137e+13 2.03071e+13
threshold=55.91302515000001 55.924336300000007 37.692869000000009 15.500000000000002 54.710000000000008 38.058342000000003 116.06000000000002 1.5000000000000002 15.500000000000002 55.990000000000002 37.642309100000013 49.505000000000003 52.405000000000008 41.005000000000003 39.355000000000011 37.597123000000003 37.39371280000001 2.5000000000000004 9.5000000000000018 4.5000000000000009 37.487839250000007 5.5000000000000009 61.845000000000006 37.869926150000005 37.889331900000009 52.020000000000003 2.5000000000000004 67.520000000000024 70.00500000000001 75.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 10 23 -7 8 -6 -9 11 13 -13 -5 -2 16 21 -18 20 -17 -19 -16 -23 29 25 -25 27 -26 -29 -4
right_child=1 -3 5 4 7 6 -8 9 -10 -11 -12 12 -14 -15 15 19 17 18 -20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=-16.92705227655561 -5482.2174898587746 14.092696411775492 5339.9538538968409 5252.3787134841887 -26179.543534250639 -4979.3067957414605 -75833.258251953128 -110998.09103515626 34584.377486275342 -40015.139812743117 -18908.974850531686 114882.58277004078 888.24304496951231 -21500.181038650815 -5038.4906312422318 -59830.124198190788 131890.83754595587 68185.88507401316 -18895.213856132075 7734.5400611139112 -3084.2895839146204 -1545.6496093750002 112101.61331521739 11101.829772970787 965.67981054724032 54319.663697417105 24239.289624755198 -80824.658578330593 14636.876337466034 -7148.740572729429
leaf_weight=3041259 299 1260308 8705 429 277 1467 22 20 37 237 360 23 41 204 176 38 34 76 53 62 28 43 23 283 1337 303 367 76 46 1531
leaf_count=3041259 299 1260308 8705 429 277 1467 22 20 37 237 360 23 41 204 176 38 34 76 53 62 28 43 23 283 1337 303 367 76 46 1531
internal_value=0 40.3159 2031.6 -6978.22 -14703.3 3599.41 -6026.18 -30955.6 -19019.5 -45539.1 -5923.63 783.287 41855 -3369.3 8137.65 15778.1 23565.1 44914.2 26078.5 -17940 48997.8 6715.29 38058.7 4732.59 10082.2 33448.3 2583.55 -2863.79 -44831 3472.02
internal_weight=0 1.2769e+06 16597 2460 1628 14137 1489 571 314 257 1057 697 64 633 832 533 433 191 157 100 104 242 66 12648 2412 586 1826 1459 122 10236
internal_count=4318164 1276905 16597 2460 1628 14137 1489 571 314 257 1057 697 64 633 832 533 433 191 157 100 104 242 66 12648 2412 586 1826 1459 122 10236
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=31
num_cat=0
split_feature=3 6 5 1 1 1 0 0 0 1 0 0 1 2 1 0 3 1 0 0 3 0 3 1 0 5 0 1 1 0
split_gain=2.8672e+11 4.00892e+12 2.45151e+13 3.47906e+13 4.27324e+13 8.00175e+13 6.13086e+13 3.55919e+13 3.54924e+13 2.62959e+13 2.47825e+13 3.57795e+13 4.44798e+13 2.7689e+13 2.41794e+13 3.30831e+13 2.63318e+13 4.03117e+13 3.07867e+13 3.72866e+13 7.24109e+13 4.31924e+13 6.25402e+13 3.54367e+13 3.0408e+13 2.94572e+13 4.81216e+13 2.54865e+13 5.06763e+13 6.55021e+13
threshold=9.5000000000000018 1.5000000000000002 39.025000000000013 49.073956850000009 82.784560750000011 65.610478850000007 56.819808050000006 54.986619450000006 55.110554300000004 60.58031445000001 55.455204450000004 45.133160800000006 20.507360500000004 3.5000000000000004 40.810045900000013 55.518428350000008 5.5000000000000009 40.247294600000011 55.899899800000007 55.801980100000009 4.5000000000000009 55.727011600000004 3.5000000000000004 37.777459000000007 55.535913550000011 64.020000000000024 55.755036050000008 30.160599000000001 30.323743050000001 60.042666650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 -5 -6 -9 -8 11 13 -13 -4 15 -12 18 27 19 21 -21 24 -23 25 -17 26 -24 -18 29 -29
right_child=-2 -3 3 4 7 -7 9 8 -10 -11 14 12 -14 -15 -16 16 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=1406.7435575920833 23.258382731891142 15.42627684873859 -4298.1427932374963 -9737.2382007045471 -6515.2837991483157 -34723.592599317766 -3284.7048268001681 10279.857553326592 -3525.9010439911794 11096.158325279941 -40442.852751006416 -2702.9784320738418 9001.0220142543458 2963.2942138462249 3873.7147371128399 46115.484297635965 -14289.903253718947 -31805.119950941644 3385.496903716682 -4271.5026321231626 -63503.886119832867 -72936.730812872032 221022.56974312919 -51358.858320312502 -22121.28918428643 26113.315219198692 70299.322134925576 7545.8790692831899 -4836.7617044086137 -45128.205035648505
leaf_weight=47976 2379540 1772842 11351 11577 4741 1008 2730 4456 3199 2380 229 4682 10595 9772 6792 77 2021 509 11141 595 316 42 28 25 430 74 87 5855 22848 246
leaf_count=47976 2379540 1772842 11351 11577 4741 1008 2730 4456 3199 2380 229 4682 10595 9772 6792 77 2021 509 11141 595 316 42 28 25 430 74 87 5855 22848 246
internal_value=0 -28.5482 -498.803 -1274.83 -4208.87 -7362.97 -5710.22 293.54 4510.48 3413.23 -268.295 1727.46 5414.05 -938.83 -1683.97 -2531.8 -2335.8 -3891.47 1485.57 -11159.1 -24817.5 5148.73 38631.8 60528.4 -11757.9 75328.4 106997 -3432.7 -2674.73 5421.99
internal_weight=0 1.93862e+06 165782 117806 30091 17695 16687 12396 7655 5110 87715 36400 15277 21123 51315 44523 44294 31479 12815 1674 911 763 256 214 507 189 115 30970 28949 6101
internal_count=4318164 1938624 165782 117806 30091 17695 16687 12396 7655 5110 87715 36400 15277 21123 51315 44523 44294 31479 12815 1674 911 763 256 214 507 189 115 30970 28949 6101
is_linear=0
shrinkage=0.1


Tree=4442
num_leaves=31
num_cat=0
split_feature=5 3 5 1 1 6 5 1 1 0 2 0 0 0 0 1 6 1 2 3 6 3 0 3 4 3 1 1 0 1
split_gain=3.17548e+11 3.41188e+12 1.37451e+13 3.20957e+13 3.34019e+13 3.47056e+13 2.8705e+13 2.26113e+13 1.88028e+13 3.21377e+13 1.3193e+13 1.17051e+13 1.64227e+13 2.91611e+13 2.47424e+13 1.85344e+13 2.67187e+13 2.30953e+13 1.08679e+13 1.05166e+13 1.64454e+13 1.02255e+13 1.85824e+13 1.05526e+13 1.65118e+13 1.55489e+13 1.44188e+13 1.59086e+13 1.3829e+13 1.18168e+13
threshold=47.005000000000003 17.500000000000004 46.810000000000009 37.436176200000013 37.457850350000008 1.5000000000000002 46.405000000000008 37.726745000000001 30.315880100000005 59.896318000000008 13.500000000000002 45.063245200000004 55.769960200000007 55.591389050000011 55.777112100000004 37.712318250000003 1.5000000000000002 37.620907050000007 18.500000000000004 18.500000000000004 1.5000000000000002 26.500000000000004 55.674875350000008 23.500000000000004 1.5000000000000002 22.500000000000004 30.315880100000005 30.259484550000003 55.820531900000013 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 8 5 -5 -3 21 9 -4 -10 -6 13 -13 18 16 17 -15 -14 -11 -21 23 -23 24 25 26 27 -8 -27 -25
right_child=-2 2 3 4 11 -7 7 -9 10 19 -12 12 14 15 -16 -17 -18 -19 -20 20 -22 22 -24 29 -26 28 -28 -29 -30 -31
leaf_value=-83.680666964397801 26.456552476397974 257.18227791592682 67431.108611188625 9027.029266826923 19730.902148453737 174043.91668750002 -21528.015510828354 -1174.5691527110862 -29554.111982876093 -56666.969889322914 -4206.2926521281861 5936.0974365151706 29319.841356230947 33119.557073479729 11020.059819582129 -10698.920804595948 -116761.37285571809 -92836.927897135422 100494.25085069444 27634.720454624723 -29597.486559924451 21763.306081321025 -86433.872135416663 -21496.221224150431 9958.9898971085713 -83930.050639228415 -16092.185663510953 -121437.16937500001 7729.4677574920661 12723.947914929337
leaf_weight=1765479 2212375 332940 77 26 752 25 34 1085 430 36 393 1638 41 37 1190 256 47 24 45 112 91 22 57 233 97 93 301 30 20 178
leaf_count=1765479 2212375 332940 77 26 752 25 34 1085 430 36 393 1638 41 37 1190 256 47 24 45 112 91 22 57 233 97 93 301 30 20 178
internal_value=0 -27.7957 262.128 5354.06 9496.6 89917.7 182.806 -11334.8 -9488.53 11246.5 -17450 8478.86 5897.55 246.732 14763.5 -25355.4 -60096.7 -16437.1 66562.3 -6854.78 1978.9 -21685.8 -56303 -18912.2 -27658.6 -35292.3 -25257 -68360.4 -67707.1 -6675.81
internal_weight=0 2.10579e+06 340310 5220 4081 51 335090 2150 1139 316 823 4030 3278 2002 1276 364 108 61 86 239 203 1065 79 986 575 478 365 64 113 411
internal_count=4318164 2105789 340310 5220 4081 51 335090 2150 1139 316 823 4030 3278 2002 1276 364 108 61 86 239 203 1065 79 986 575 478 365 64 113 411
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=31
num_cat=0
split_feature=3 1 1 4 5 5 5 0 3 3 0 6 2 5 0 2 5 2 5 5 0 4 5 3 0 5 5 2 5 0
split_gain=3.52177e+11 2.53994e+12 2.65716e+13 2.36951e+13 7.61993e+13 4.53254e+13 6.26862e+13 6.2303e+13 8.67998e+13 4.63099e+13 6.97475e+13 6.59854e+13 4.94321e+13 4.43491e+13 4.12853e+13 3.77611e+13 3.66685e+13 5.14578e+13 3.50503e+13 6.11361e+13 3.35027e+13 4.05098e+13 7.21694e+13 5.69265e+13 6.14569e+13 3.69812e+13 3.7641e+13 3.34811e+13 4.58132e+13 3.64658e+13
threshold=10.500000000000002 30.315880100000005 30.305955500000003 1.5000000000000002 37.75500000000001 65.045000000000016 65.905000000000015 59.932719750000011 6.5000000000000009 9.5000000000000018 59.932719750000011 1.5000000000000002 6.5000000000000009 67.990000000000023 60.003414000000006 4.5000000000000009 93.00500000000001 6.5000000000000009 78.010000000000005 83.010000000000005 59.916647550000008 2.5000000000000004 68.00500000000001 4.5000000000000009 59.932719750000011 80.00500000000001 76.00500000000001 9.5000000000000018 59.025000000000013 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 27 7 -7 -9 12 16 13 20 -12 -13 -15 17 -11 -14 -20 25 22 -22 24 -24 26 -8 29 -29 -5
right_child=-2 -3 3 5 -6 6 9 8 -10 10 11 14 18 15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=57.185507836305661 -36.680920642514046 40.577445295961475 -13022.746609167059 -28032.053863903275 17376.020605628739 -42965.973611111112 40956.138608774039 -28943.024687500001 227291.77868589747 -77082.163564046234 -104210.73449074075 -191108.55848106972 8524.7805397727279 -7884.5694525271047 -12901.053515625001 61231.529122121719 -146242.60074404764 10256.025378887471 -218226.9495659722 -36062.979822198278 -84485.055951503542 -7969.6015693434956 111091.49176432293 57590.49567105568 -72759.73495052084 13104.513149038463 166241.60172697369 137493.80246975805 -51192.804003906254 3.3135583396849593
leaf_weight=83655 1629650 2596054 1794 1889 1526 27 65 20 39 192 27 26 55 147 26 171 42 104 27 58 53 1163 24 354 75 195 38 31 22 615
leaf_count=83655 1629650 2596054 1794 1889 1526 27 65 20 39 192 27 26 55 147 26 171 42 104 27 58 53 1163 24 354 75 195 38 31 22 615
internal_value=0 22.2342 -492.799 -5718.12 949.699 -9754.06 -1259.08 82853.9 140433 -3804.37 -25417.3 3006.6 3735.02 18834.4 -102005 29281.6 -58802.8 -46395.8 -53678 -93926.8 7821.36 2306.71 25926 38843.8 -28189.7 38707.1 87178 -19481.6 59171.1 -21146.4
internal_weight=0 2.68851e+06 92460 8805 3320 5485 2928 86 59 2842 735 397 2107 345 52 318 338 296 140 85 1967 1669 506 453 99 298 103 2557 53 2504
internal_count=4318164 2688514 92460 8805 3320 5485 2928 86 59 2842 735 397 2107 345 52 318 338 296 140 85 1967 1669 506 453 99 298 103 2557 53 2504
is_linear=0
shrinkage=0.1


Tree=4444
num_leaves=31
num_cat=0
split_feature=2 3 0 1 0 3 0 0 0 5 6 5 0 5 0 1 5 0 5 1 1 1 5 1 1 5 5 5 1 5
split_gain=3.16904e+11 2.91843e+12 7.20624e+12 1.52519e+13 1.49465e+13 5.72023e+12 9.8774e+12 1.53741e+13 1.0174e+13 9.14847e+12 8.33884e+12 1.08731e+13 8.60158e+12 9.5416e+12 1.11917e+13 1.37934e+13 9.15408e+12 7.91498e+12 1.22207e+13 1.04455e+13 1.11713e+13 1.43128e+13 6.76345e+12 6.33956e+12 1.50271e+13 2.57738e+13 2.47592e+13 2.04018e+13 2.49924e+13 1.98289e+13
threshold=19.500000000000004 22.500000000000004 43.592450450000008 39.726951800000002 43.514103700000014 20.500000000000004 55.183525900000006 56.802385350000009 56.852744000000008 177.02500000000003 1.5000000000000002 94.040000000000006 55.708120100000009 82.00500000000001 55.769960200000007 44.083877800000003 57.405000000000008 55.657530000000008 67.00500000000001 37.342273500000012 37.66934650000001 37.503486000000002 128.92000000000004 37.559851850000008 37.66934650000001 58.305000000000007 59.245000000000012 55.405000000000008 37.582182450000005 77.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 9 10 -9 22 11 12 -8 14 16 -16 -14 18 -12 -19 21 -21 -4 -7 25 27 -27 28 -25 -28
right_child=1 -3 5 4 -6 23 7 8 -10 -11 17 -13 13 -15 15 -17 -18 19 -20 20 -22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=4.1606236247902233 -26811.386132812502 24.724303136825412 -4907.1945528634469 5903.3079687500003 125348.34985795454 -5702.7356554991065 -26343.959865722656 -48566.422928779073 1954.7267097892343 57254.189130434781 31215.383405172412 -56085.976491477275 16423.779620682566 78610.598186383941 -33450.767401211509 41575.171494654613 73333.561883680566 -40868.302500000005 132824.405390625 13180.468970217024 8997.8393638392863 108508.90184461806 -52510.658379536289 -82740.852580915191 -2213.0025534918327 127670.29684806036 -2232.3765771484373 -73188.469737119944 17466.790824672156 62280.268949068515
leaf_weight=4218655 28 87449 802 20 22 4279 40 43 546 23 29 22 76 28 69 38 45 20 20 28 70 36 31 28 5236 29 100 37 224 91
leaf_count=4218655 28 87449 802 20 22 4279 40 43 546 23 29 22 76 28 69 38 45 20 20 28 70 36 31 28 5236 29 100 37 224 91
internal_value=0 -176.388 -1634.69 30357.3 68469.8 -1821.46 3110.57 9335.07 -1733.57 -4960.93 21848.4 11740.3 16781.5 23519.8 16754.3 -6806.04 37588.6 37682.7 72688.5 26544.5 36606.1 66802.7 -6678.75 -2788.78 -618.404 15785 41575.9 -3848.29 6332.61 28504
internal_weight=0 99509 12060 70 42 11990 1966 1110 589 856 521 318 296 256 228 107 121 203 49 154 134 64 833 10024 5745 509 220 289 252 191
internal_count=4318164 99509 12060 70 42 11990 1966 1110 589 856 521 318 296 256 228 107 121 203 49 154 134 64 833 10024 5745 509 220 289 252 191
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=31
num_cat=0
split_feature=0 0 5 3 6 5 5 3 3 1 1 0 1 2 5 5 3 1 5 5 1 2 1 3 0 3 4 1 5 4
split_gain=3.02916e+11 4.22519e+12 9.22784e+12 1.12616e+13 1.66677e+13 1.92359e+13 1.94091e+13 1.85041e+13 1.44663e+13 1.43552e+13 4.70283e+13 3.17335e+13 1.68243e+13 1.42031e+13 1.40491e+13 1.18787e+13 1.83945e+13 2.1643e+13 1.39426e+13 1.29118e+13 2.02241e+13 1.24396e+13 2.00956e+13 2.36693e+13 1.59516e+13 1.14618e+13 1.07097e+13 1.03933e+13 1.02822e+13 1.62119e+13
threshold=56.121679000000007 56.197733450000008 81.00500000000001 21.500000000000004 1.5000000000000002 90.015000000000015 107.05000000000001 18.500000000000004 16.500000000000004 40.247294600000011 43.868031300000006 56.143542450000005 37.214886200000009 3.5000000000000004 118.33500000000002 93.00500000000001 5.5000000000000009 46.037218400000008 87.395000000000024 95.020000000000024 47.208373000000009 8.5000000000000018 47.282206100000003 9.5000000000000018 56.143542450000005 24.500000000000004 3.5000000000000004 47.282206100000003 78.010000000000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 28 4 5 -4 8 9 27 12 11 13 14 -11 -6 16 17 -12 -19 20 -17 26 23 -23 -25 -5 -18 -7 -2 -30
right_child=1 -3 3 25 7 6 -8 -9 -10 10 15 -13 -14 -15 -16 19 21 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-15.605567151463459 882.83950666645342 11.221258336038844 4540.8097914658583 -56186.562297453711 13809.810469135486 83578.723016036194 6724.3359391983704 99683.473710937498 11973.552163337259 58468.534523809532 -25973.197378077653 -3387.1098569808473 -85948.72926520271 163066.49042968752 -75391.413688858695 -83857.557047526047 2630.6946821634751 36555.519921874999 111424.24959077382 -1956.3938332180774 24326.379354745372 85036.823540296056 115627.60326704546 17120.71148145444 -55603.44866071429 -1674.3560087528936 -35869.31048101381 6260.5422070312507 -36088.752726362181 -108.50391174316405
leaf_weight=3205370 28768 1080420 308 54 76 133 115 20 51 21 33 31 37 34 23 48 452 61 42 1045 27 38 22 107 42 135 86 20 195 350
leaf_count=3205370 28768 1080420 308 54 76 133 115 20 51 21 33 31 37 34 23 48 452 61 42 1045 27 38 22 107 42 135 86 20 195 350
internal_value=0 44.9514 1170.63 6395.2 7951.19 22366.3 39577.2 3925.22 58097.2 3064.47 5113.93 77524.4 -28415.9 123129 -6913.71 2004.94 10678 44504.3 67084.5 -4832.84 -44911.3 4519.53 25223.8 14588.1 -3378.72 -17249.3 -3523.58 73471.8 625.055 -12982.2
internal_weight=0 1.11279e+06 32374 3061 2872 627 319 2245 204 2225 2089 86 136 55 99 2003 883 136 103 1120 75 747 209 187 149 189 538 153 29313 545
internal_count=4318164 1112794 32374 3061 2872 627 319 2245 204 2225 2089 86 136 55 99 2003 883 136 103 1120 75 747 209 187 149 189 538 153 29313 545
is_linear=0
shrinkage=0.1


Tree=4446
num_leaves=31
num_cat=0
split_feature=2 3 1 1 0 0 0 5 5 0 5 4 1 5 5 5 1 1 6 5 5 5 6 0 5 5 1 1 1 0
split_gain=2.86331e+11 1.09065e+13 3.17217e+13 3.85042e+13 3.07943e+13 2.1782e+13 2.87169e+13 4.99355e+13 2.37908e+13 2.14336e+13 4.70169e+13 4.35112e+13 2.67379e+13 2.01807e+13 1.94769e+13 7.10112e+13 1.10338e+14 1.90022e+13 1.93818e+13 2.18591e+13 1.74397e+13 1.74332e+13 1.59224e+13 1.31684e+13 4.07567e+13 2.83593e+13 4.9908e+13 1.39914e+13 1.30285e+13 1.26809e+13
threshold=11.500000000000002 13.500000000000002 30.362552800000003 30.346469350000003 51.83362145000001 43.592450450000008 43.056445700000005 40.005000000000003 35.985000000000007 59.982527000000012 55.005000000000003 2.5000000000000004 30.226173900000003 86.810000000000016 86.810000000000016 90.015000000000015 38.984911950000004 30.259484550000003 1.5000000000000002 35.985000000000007 89.00500000000001 114.05000000000001 1.5000000000000002 44.039893800000009 63.855000000000011 47.815000000000005 39.718803500000007 39.666208800000007 30.323743050000001 44.874285750000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 21 8 -8 13 17 12 -12 -2 23 16 -16 -11 19 -19 -6 -4 -13 24 25 27 -27 -7 -21 -17
right_child=1 -3 4 -5 20 14 7 -9 -10 10 11 22 -14 -15 15 29 -18 18 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=10.199720889540369 -1803.9397727121375 11.807268666954606 -2752.9521570234856 35806.033555168193 -5981.3595646438462 -39260.274768518517 -10235.710008445945 -69855.558444750248 123026.90396205358 10797.729376334259 126631.91489438657 31983.914925130208 47959.636892361115 -47718.901394743967 4166.3398125000003 75585.394032118056 315096.42819940479 -33794.100923374725 -55869.888589138456 -27956.872858796298 -21376.835474310981 76897.51635416667 -24111.160031213494 2476.8393111988771 -56547.954208096598 222858.89904891304 25605.85926724138 43490.096673874628 53814.750178571434 3005.4606242961713
leaf_weight=3732549 1833 567630 327 386 10367 27 37 165 21 430 54 96 216 101 25 27 21 112 108 27 792 30 107 2204 44 23 29 84 70 222
leaf_count=3732549 1833 567630 327 386 10367 27 37 165 21 430 54 96 216 101 25 27 21 112 108 27 792 30 107 2204 44 23 29 84 70 222
internal_value=0 -65.0102 -2489.47 5994.12 -4568.52 3940.02 -13645.9 -41799.7 38014.5 2345.61 12724.8 37395.3 63694.1 -4201.77 7709.35 31963.4 146113 -2896.47 -21472.2 -3697.33 -7074.04 3940.36 2416.56 4741.73 28856.8 51910.8 112852 23361.6 31053.6 10875.6
internal_weight=0 585615 17985 3540 14445 3286 580 223 58 3154 1220 473 270 1934 2706 295 46 747 317 209 11159 357 203 2411 207 163 52 111 97 249
internal_count=4318164 585615 17985 3540 14445 3286 580 223 58 3154 1220 473 270 1934 2706 295 46 747 317 209 11159 357 203 2411 207 163 52 111 97 249
is_linear=0
shrinkage=0.1


Tree=4447
num_leaves=31
num_cat=0
split_feature=0 4 5 5 0 1 5 0 1 0 3 5 3 1 2 5 1 1 3 6 3 5 2 6 6 5 5 1 5 6
split_gain=2.8073e+11 4.77491e+12 1.16151e+13 2.12642e+13 8.19483e+12 2.94894e+13 3.82145e+13 4.82004e+13 1.86826e+13 4.6137e+13 4.90075e+13 6.01373e+13 3.0031e+13 2.58398e+13 2.47973e+13 1.84652e+13 2.85167e+13 1.80021e+13 3.56143e+13 5.62783e+13 5.0758e+13 4.64903e+13 3.23454e+13 2.61133e+13 1.75608e+13 1.72257e+13 1.65888e+13 1.61663e+13 1.38444e+13 2.86114e+13
threshold=60.042666650000008 1.5000000000000002 132.05000000000004 91.050000000000011 60.063729500000008 30.410108300000001 86.810000000000016 60.052595500000002 30.323743050000001 60.052595500000002 7.5000000000000009 70.50500000000001 5.5000000000000009 30.315880100000005 1.5000000000000002 56.005000000000003 30.425002000000003 30.346469350000003 15.500000000000002 1.5000000000000002 24.500000000000004 96.015000000000015 15.500000000000002 1.5000000000000002 1.5000000000000002 78.710000000000022 60.905000000000008 30.278357500000002 47.815000000000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 15 -8 9 10 12 -12 -3 24 -10 -7 -17 18 19 -16 22 25 -20 26 27 -21 -22 -11 -19 -30
right_child=1 4 -4 -5 -6 6 7 -9 14 13 11 -13 -14 -15 17 16 -18 28 20 21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-4.0228777982703834 -644.31349215218506 -6710.1828752790188 57777.911483226104 -101296.01116071429 108.66561887516866 5444.7164804297618 -197088.29772727273 -29491.129357597158 34116.816790055433 2851.346266857423 -23382.978199084053 -117491.6006998698 99410.64348214287 -24406.976416456087 128309.88699324324 -40305.194002918717 -4885.6160123077852 20240.022981377315 58890.429441758461 3543.3556294420032 -15707.579256465517 -114060.94282670454 170914.17656250001 40882.377806555713 17777.321002228568 69426.581975446432 -134091.03592529296 -52654.945464409728 8807.0293317533178 -7107.8173456027425
leaf_weight=4213281 42980 112 34 21 48087 1315 22 78 358 1854 232 96 35 291 37 267 1529 517 183 720 29 33 30 46 975 42 20 54 3113 1773
leaf_count=4213281 42980 112 34 21 48087 1315 22 78 358 1854 232 96 35 291 37 267 1529 517 183 720 29 33 30 46 975 42 20 54 3113 1773
internal_value=0 161.604 -647.272 -693.468 724.435 2876.21 -5514.81 -66362.5 5430.1 -357.009 -29423.6 -50927 18556.7 3992.91 8490.11 -3558.92 -10151.2 7087.94 18507.2 7753.11 47557.2 2142.29 74668.4 -13229 6859.49 7174.71 -64027.4 1280.41 4678.55 3031.95
internal_weight=0 104883 43035 43001 61848 13761 3211 100 10550 3649 475 328 147 3174 6901 3111 1796 6543 1140 832 308 795 213 95 2883 762 49 1908 5403 4886
internal_count=4318164 104883 43035 43001 61848 13761 3211 100 10550 3649 475 328 147 3174 6901 3111 1796 6543 1140 832 308 795 213 95 2883 762 49 1908 5403 4886
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=31
num_cat=0
split_feature=3 0 5 5 2 5 5 2 1 2 3 0 3 2 2 5 5 1 3 3 5 5 5 0 5 0 4 2 5 0
split_gain=3.08228e+11 5.19862e+12 8.44747e+12 1.2544e+13 1.93269e+13 1.07115e+13 1.3456e+13 1.34464e+13 1.97545e+13 1.69097e+13 4.39583e+13 3.43989e+13 2.10612e+13 1.59043e+13 1.58665e+13 1.33033e+13 1.27042e+13 1.232e+13 3.04074e+13 1.29652e+13 1.32401e+13 1.18493e+13 1.12075e+13 1.36267e+13 1.07126e+13 1.03033e+13 1.53649e+13 9.1759e+12 9.00286e+12 8.93983e+12
threshold=21.500000000000004 45.022371150000005 54.035000000000004 53.995000000000012 7.5000000000000009 95.020000000000024 94.040000000000006 7.5000000000000009 39.047276750000002 13.500000000000002 24.500000000000004 45.013473000000012 23.500000000000004 3.5000000000000004 22.500000000000004 118.33500000000002 116.06000000000002 39.080602550000002 25.500000000000004 24.500000000000004 107.05000000000001 105.35000000000001 109.05000000000001 44.998833400000002 101.05000000000001 45.013473000000012 3.5000000000000004 15.500000000000002 132.05000000000004 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 29 8 13 10 11 24 22 -7 15 17 21 19 -19 20 -14 -10 23 -11 -9 26 -17 -24 -16 -4
right_child=1 -3 5 4 -6 7 -8 9 16 12 -12 -13 14 -15 28 25 -18 18 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.8916728389591082 -187.3066924003939 -25.858661165062149 7340.5101915214227 114739.46640625001 7764.805119992976 6271.7858016304344 -52570.627205528843 -24635.485644531251 1493.0148467548079 30055.315152994794 -57307.814535361846 145194.78754111842 101984.17038352274 -95949.708055555559 -71326.2483125 121003.78649839743 -52712.689578683036 -106190.49001953125 55006.583735795459 -19193.938776041668 -1128.35591796875 81370.35757211539 -104826.59957932692 -57726.102924455918 51650.752249802215 6821.7957932692316 21760.235501802887 -30503.315234375001 1697.4535663311299 -8302.1699713015096
leaf_weight=3887566 5374 420289 407 24 57 23 65 24 65 48 38 38 33 45 25 39 28 25 22 30 20 26 26 28 79 26 26 46 52 3570
leaf_count=3887566 5374 420289 407 24 57 23 65 24 65 48 38 38 33 45 25 39 28 25 22 30 20 26 26 28 79 26 26 46 52 3570
internal_value=0 -80.2766 -2298.85 401.422 39461 -5333.46 -7438.95 5147.34 -18378.4 12186.3 38150.1 63876.3 1765.8 -61374.8 17080.1 30700.3 6190.92 10172.9 -30736.5 33338.5 63073.8 24315.1 -29069.7 -2285.21 33875.3 60025.1 81306.4 -57342.3 -22011.5 -6701.32
internal_weight=0 430598 10309 5455 81 4854 4042 812 187 625 179 141 446 68 298 221 119 130 47 83 53 91 148 76 103 91 65 72 77 3977
internal_count=4318164 430598 10309 5455 81 4854 4042 812 187 625 179 141 446 68 298 221 119 130 47 83 53 91 148 76 103 91 65 72 77 3977
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=31
num_cat=0
split_feature=1 3 4 5 5 0 5 0 5 3 3 5 0 5 6 1 2 5 3 1 5 0 0 1 5 5 5 5 5 3
split_gain=2.74822e+11 1.47793e+12 3.48601e+12 3.4564e+12 6.60862e+12 6.91733e+12 5.12293e+12 7.25734e+12 4.36599e+12 2.78249e+12 6.77494e+12 1.15112e+13 9.63879e+12 8.98535e+12 6.37469e+12 6.33457e+12 1.20665e+13 7.54132e+12 6.13322e+12 2.05876e+13 1.4118e+13 6.29782e+12 6.78865e+12 6.09216e+12 6.04255e+12 5.8346e+12 1.58198e+13 7.59867e+12 5.66886e+12 1.21434e+13
threshold=86.067573200000012 24.500000000000004 3.5000000000000004 76.00500000000001 72.705000000000013 56.143542450000005 101.05000000000001 55.975961550000008 77.00500000000001 20.500000000000004 19.500000000000004 104.75000000000001 55.993277250000013 65.045000000000016 1.5000000000000002 92.896330950000007 8.5000000000000018 81.910000000000011 21.500000000000004 93.043229050000022 55.990000000000002 56.028355650000009 55.975961550000008 92.896330950000007 61.845000000000006 85.91500000000002 67.520000000000024 58.305000000000007 61.020000000000003 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 -3 7 -5 -9 10 -2 12 13 -12 -14 24 17 -17 19 20 -11 22 25 28 -16 26 27 -20 -24 -30
right_child=1 2 -4 6 -6 -7 -8 8 -10 18 11 -13 14 -15 15 16 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.1116182424778707 152.92742515801714 -3077.4485327024722 25626.590368923615 -66073.249421875007 37720.649094408611 17989.15533123706 37897.3525390625 -35155.019255749932 -4973.1469238281252 14655.2471523069 -17322.524170873956 64792.212480468748 22438.351628248765 -70402.95647321429 -9442.4512159778224 15275.991243489585 42597.049239913278 -59389.276814516139 -4418.4636602957589 -35510.519876802886 75358.559986979162 -3925.3718718289001 8366.9961325042877 -1508.8647201865354 -77968.531534645779 -60332.192500000005 63888.588697916668 -51783.197154017864 86937.766311961212 18445.076338721312
leaf_weight=4147874 163630 2553 45 25 43 166 20 58 276 106 359 20 101 35 31 24 46 31 175 52 60 1074 603 373 22 20 30 42 29 241
leaf_count=4147874 163630 2553 45 25 43 166 20 58 276 106 359 20 101 35 31 24 46 31 175 52 60 1074 603 373 22 20 30 42 29 241
internal_value=0 124.507 -2009.04 -2404.97 -1176.15 -1791.29 -11360.1 -14104.2 -10214.3 165.185 111.868 -9930.9 -12233.6 -22037.8 2914.79 -9889.63 4802.18 -26808.1 3288.2 19396.4 36596.2 1930.8 6087.8 9188.56 -37887.2 -8382.44 -4175.98 -13585.8 13759.2 25801.7
internal_weight=0 170290 3186 3141 2762 2719 379 359 334 167104 164299 669 649 394 255 154 101 55 2805 218 166 2587 1513 1246 53 267 247 217 873 270
internal_count=4318164 170290 3186 3141 2762 2719 379 359 334 167104 164299 669 649 394 255 154 101 55 2805 218 166 2587 1513 1246 53 267 247 217 873 270
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 3 3 3 5 2 3 5 5 5 5 6 5 3 0 5 5 5 6 4 3 3 5 0 3 5
split_gain=2.90211e+11 8.91115e+12 1.61675e+13 2.66538e+13 2.55741e+13 2.04019e+13 2.08193e+13 1.9899e+13 2.10585e+13 1.38524e+13 2.0719e+13 1.25124e+13 1.22585e+13 1.40628e+13 1.32949e+13 1.24643e+13 1.2427e+13 1.20684e+13 1.246e+13 1.45893e+13 1.57781e+13 1.2052e+13 1.1466e+13 1.38426e+13 1.16374e+13 1.48573e+13 1.1879e+13 1.14267e+13 1.14111e+13 1.13592e+13
threshold=82.91993380000001 82.926290250000008 55.02863030000001 55.039751500000008 9.5000000000000018 5.5000000000000009 8.5000000000000018 19.500000000000004 72.705000000000013 4.5000000000000009 8.5000000000000018 102.01000000000001 67.990000000000023 69.610000000000014 62.015000000000008 1.5000000000000002 64.020000000000024 5.5000000000000009 54.959412650000012 44.005000000000003 44.205000000000005 87.395000000000024 1.5000000000000002 1.5000000000000002 15.500000000000002 13.500000000000002 54.990000000000002 55.078308950000007 8.5000000000000018 60.310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 9 -4 -7 8 22 12 11 21 14 -14 15 -2 -16 -17 19 -19 -21 -11 23 -6 25 26 -25 -5 -15 -28
right_child=1 -3 3 27 7 6 -8 -9 -10 10 -12 -13 13 28 16 17 -18 18 -20 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=13.512162235144618 30704.581425107761 -9.6618325043156137 -8348.8858655826079 1104.2359517586549 739.25604296290112 112685.32442555149 30017.988352575725 7944.7989868374898 -29438.424004772824 25849.730402061061 1137.5442381475589 83034.44539930555 -50655.739910239361 -13626.040105042017 97962.421023437506 2307.1065832007189 14444.903936964467 21168.222313919483 -23655.458601186161 -65304.851923076931 -1098.883915005388 -47217.498177083333 -17465.201133237384 28158.250480446892 -16608.392955534124 68936.693895089295 -60244.518603515629 -22184.899095250035 30812.354434204102 13488.503167229732
leaf_weight=3395675 116 907402 129 4130 1534 34 293 579 586 380 1187 36 94 595 25 1574 62 183 458 52 145 24 1188 67 1210 35 48 222 64 37
leaf_count=3395675 116 907402 129 4130 1534 34 293 579 586 380 1187 36 94 595 25 1574 62 183 458 52 145 24 1188 67 1210 35 48 222 64 37
internal_value=0 -49.7382 -2460.11 2326.33 -4698.97 25328 38613.4 -9548.63 -11701.4 431.27 8008.1 26543 -3228.92 -14471.6 8.47264 -1314.28 38444.2 -2854.15 -12548.5 838.406 -18046.7 21509.1 -9177.97 -5818.97 -13020.4 10196.4 -3329.34 -83.7668 -9310.32 -28149
internal_weight=0 922489 15087 4808 10279 456 327 5284 4705 4995 1627 440 3368 753 2615 2528 87 2412 838 380 197 404 4119 2931 1397 187 152 4352 659 85
internal_count=4318164 922489 15087 4808 10279 456 327 5284 4705 4995 1627 440 3368 753 2615 2528 87 2412 838 380 197 404 4119 2931 1397 187 152 4352 659 85
is_linear=0
shrinkage=0.1


Tree=4451
num_leaves=31
num_cat=0
split_feature=3 0 0 5 1 5 3 3 5 5 0 2 1 2 2 1 2 3 4 5 4 0 5 5 0 5 1 0 5 0
split_gain=3.08137e+11 3.84803e+12 3.10233e+13 2.56067e+13 1.31141e+13 2.26138e+13 3.74395e+13 3.65299e+13 1.94396e+13 1.28793e+13 1.28229e+13 1.20646e+13 9.79006e+12 8.75153e+12 7.8441e+12 1.23908e+13 1.5773e+13 1.83982e+13 1.85976e+13 1.78839e+13 1.55037e+13 3.28877e+13 2.61238e+13 2.7221e+13 2.32836e+13 2.16205e+13 5.23091e+13 5.06901e+13 3.08863e+13 2.91915e+13
threshold=9.5000000000000018 47.208883950000008 47.155083450000006 137.05000000000004 39.630124250000001 66.990000000000023 3.5000000000000004 6.5000000000000009 103.45000000000002 71.00500000000001 47.272352350000006 2.5000000000000004 40.247294600000011 9.5000000000000018 3.5000000000000004 40.247294600000011 6.5000000000000009 5.5000000000000009 4.5000000000000009 84.030000000000015 3.5000000000000004 43.514103700000014 110.05000000000001 142.05000000000004 45.047272400000004 142.05000000000004 37.752451500000006 43.642715500000008 177.02500000000003 45.047272400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -4 -6 -7 8 -8 -9 12 -5 -3 14 -1 20 17 -17 19 -19 25 22 -22 -24 -23 -16 -27 -28 -29 -30
right_child=-2 10 3 11 5 6 7 9 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 21 24 23 -25 -26 26 27 28 29 -31
leaf_value=-289.16238422328956 24.111412281257003 -1807.484282642391 1505.8262851693491 31415.195268110798 7219.2892098650591 -58776.239176829265 78825.667864549789 45875.535286458333 -4197.4997151692714 -19069.039314864309 -49.769752555524526 137382.12754836312 -67068.061226222824 25576.589942129631 1124.0116603765873 -1674.4622616135739 -5200.4406719892177 1849.5265445166706 -33675.944697411382 12069.200476999693 169012.79424293156 -328.00913136679316 -27571.42747844828 118105.4347826087 18929.888517927386 118033.9799005682 66504.615859375001 -101051.70414612409 -71503.289409722231 50264.621607142857
leaf_weight=202158 2379540 40853 3886 22 4296 41 194 45 33 95 1545234 21 23 135 99827 20715 6839 8958 134 2117 21 1684 29 23 1001 22 35 103 45 35
leaf_count=202158 2379540 40853 3886 22 4296 41 194 45 33 95 1545234 21 23 135 99827 20715 6839 8958 134 2117 21 1684 29 23 1001 22 35 103 45 35
internal_value=0 -29.5953 269.253 6190.03 5804.7 9356.03 31854.6 41979.6 66756.2 1806 -96.0145 83166.5 -1844.2 120.614 110.617 681.418 -842.203 91.4514 3354.98 3803.03 1255.79 8652.13 74878.4 36862.6 6851.56 1051.94 -28926.3 -43757.1 -64845.4 -18229.8
internal_weight=0 1.93862e+06 352514 8633 8590 4704 408 367 227 140 1.58611e+06 43 40876 343881 343746 141588 38763 31924 11209 11075 102825 2758 73 52 2685 100067 240 218 183 80
internal_count=4318164 1938624 352514 8633 8590 4704 408 367 227 140 1586110 43 40876 343881 343746 141588 38763 31924 11209 11075 102825 2758 73 52 2685 100067 240 218 183 80
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 4 0 2 5 5 5 5 5 5 2 5 5 0 0 1 1 5 0 0 0 0 1 0 4 0
split_gain=3.14935e+11 4.06238e+12 6.80142e+12 6.89897e+12 1.19341e+13 1.0357e+13 9.35072e+12 8.66549e+12 9.12e+12 1.77189e+13 1.37352e+13 3.03789e+13 8.74918e+12 1.13227e+13 6.53824e+12 6.43225e+12 5.2883e+12 7.15539e+12 8.54065e+12 6.7587e+12 2.47276e+13 1.04203e+13 9.75339e+12 1.16384e+13 6.87844e+12 7.30531e+12 8.36204e+12 6.26871e+12 6.08594e+12 5.13798e+12
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 45.022371150000005 79.730000000000018 3.5000000000000004 54.811549550000009 1.5000000000000002 51.815000000000005 57.995000000000012 71.00500000000001 83.010000000000005 46.810000000000009 42.895000000000003 2.5000000000000004 31.415000000000003 27.010000000000002 55.299834250000011 59.916647550000008 37.542000650000013 37.214886200000009 13.050000000000002 55.885524800000006 55.708120100000009 58.242297500000006 55.924336300000007 36.761894450000007 44.678200800000006 1.0000000180025095e-35 56.121679000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 5 6 7 -5 15 12 -10 -11 -12 13 14 -9 -4 17 27 19 20 21 -19 23 -22 25 26 -23 -1 -21 -18
right_child=-2 -3 3 4 -6 -7 -8 8 9 10 11 -13 -14 -15 -16 -17 29 18 -20 28 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-36964.119756401582 -6.6105986431339563 281.374545742191 24968.08236607143 -37434.708621773105 -78409.95248842593 64982.581812500001 -6800.5708141255309 11916.385411818484 115192.60234375001 -47861.719350961539 139141.509609375 -13828.897846283784 -44819.31640625 75194.423623511902 -55199.635100446438 -27567.45465851928 624.72244598142015 36032.455175781251 2918.1534299251971 2844.4779007200214 -50484.108948800225 10495.749550781251 -28799.84415879361 -134624.40149949596 -35499.862930689102 22471.849324156748 -58147.855967881951 6193.2710183842737 -21269.878357547357 -1945.2619119966166
leaf_weight=36 4074053 207611 28 115 27 25 746 47 21 26 20 37 41 21 21 139 21156 42 341 252 35 35 43 31 117 63 36 517 179 12303
leaf_count=36 4074053 207611 28 115 27 25 746 47 21 26 20 37 41 21 21 139 21156 42 341 252 35 35 43 31 117 63 36 517 179 12303
internal_value=0 110.327 -862.589 -7926.42 -12945.1 2535.13 -10892.2 -1358.11 11060.6 33132.7 12370.6 39844.9 -6597.16 11010.8 -8810.62 -18759.1 -598.795 -5994.94 -10412.7 -15869.8 -25196.7 -10069.5 -65859.6 -90004.5 -17783.8 -2315.26 -24309.5 3383.75 -7170.53 -320.27
internal_weight=0 244111 36500 1314 888 426 861 401 234 104 83 57 130 89 68 167 35186 1727 1174 833 402 293 109 66 251 134 71 553 431 33459
internal_count=4318164 244111 36500 1314 888 426 861 401 234 104 83 57 130 89 68 167 35186 1727 1174 833 402 293 109 66 251 134 71 553 431 33459
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=31
num_cat=0
split_feature=4 0 3 3 3 5 0 3 0 5 2 4 1 2 1 2 5 0 1 3 0 5 1 5 1 2 2 5 2 0
split_gain=2.82313e+11 2.03187e+12 6.54117e+12 6.50779e+12 1.12865e+13 1.88832e+13 4.86274e+12 1.22234e+13 6.74064e+12 5.57742e+12 1.09327e+13 7.85932e+12 1.12476e+13 1.16444e+13 7.34049e+12 5.44664e+12 5.16386e+12 3.95142e+12 1.33619e+13 1.05024e+13 1.36665e+13 8.44763e+12 6.37056e+12 5.95988e+12 6.57784e+12 7.46627e+12 3.90638e+12 3.68539e+12 6.22489e+12 6.63494e+12
threshold=4.5000000000000009 59.990816400000007 17.500000000000004 4.5000000000000009 2.5000000000000004 177.02500000000003 60.035045000000004 10.500000000000002 60.017447350000005 102.01000000000001 2.5000000000000004 5.5000000000000009 30.315880100000005 4.5000000000000009 39.787929450000007 2.5000000000000004 132.05000000000004 59.950068600000009 30.362552800000003 6.5000000000000009 59.963407450000012 118.33500000000002 30.346469350000003 177.02500000000003 30.305955500000003 4.5000000000000009 4.5000000000000009 50.005000000000003 4.5000000000000009 45.112033650000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 -3 -6 7 8 -5 15 14 12 -12 -14 -11 -8 -15 27 19 21 -21 -19 23 24 25 -23 -25 28 -2 -30
right_child=1 2 -4 6 5 -7 9 -9 -10 10 11 -13 13 16 -16 -17 -18 18 -20 20 -22 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-1.4775760400180953 -21666.127424180086 -38551.847767857143 44953.873189786587 -39760.847677364865 84525.208610733695 -17452.480585937501 45467.278164062503 58944.181220703133 21457.551026785717 -100021.14395380435 -83060.622265625003 46679.770750000003 54169.033680555556 3547.4600694444448 -26428.275970643939 -9070.8330410571816 -59524.584875 47593.418819387334 -80708.603000000003 -75797.622980182932 20510.461684782611 18275.382884615385 49062.714583333334 52399.096609629756 -41555.95182486008 -42742.899137931032 -8029.5321875 780.42609095423836 -40682.855976562503 10015.209294829498
leaf_weight=4303792 197 21 41 37 46 30 30 40 35 23 20 25 27 27 33 47 25 38 25 41 23 65 21 23 67 29 20 13101 30 185
leaf_count=4303792 197 21 41 37 46 30 30 40 35 23 20 25 27 27 33 47 25 38 25 41 23 65 21 23 67 29 20 13101 30 185
internal_value=0 442.469 6660.39 3291.22 26340.2 44270.9 -2767.72 14621.7 -10001.9 -10346 -19981.1 -3419.25 -16070.5 888.996 -56653.9 12177.8 -26775.6 215.099 -10244.6 -4857.49 -41186.9 3983.13 -3382.17 -8780.9 -17614.2 -549.406 24292.8 487.565 -8825 2941.06
internal_weight=0 14372 507 466 97 76 369 112 72 257 180 124 99 79 56 77 52 13865 352 327 64 263 225 204 161 94 43 13513 412 215
internal_count=4318164 14372 507 466 97 76 369 112 72 257 180 124 99 79 56 77 52 13865 352 327 64 263 225 204 161 94 43 13513 412 215
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=31
num_cat=0
split_feature=1 4 5 5 3 6 0 2 5 5 1 0 0 0 1 0 0 0 3 0 0 5 3 5 5 2 5 6 5 3
split_gain=2.80327e+11 3.92846e+12 9.73398e+12 1.01569e+13 2.13719e+13 2.05395e+13 2.99085e+13 2.8717e+13 4.05646e+13 4.03038e+13 2.20665e+13 2.53927e+13 1.66088e+13 1.45556e+13 1.92261e+13 1.44277e+13 1.3474e+13 4.00764e+13 4.51993e+13 5.25793e+13 3.60933e+13 4.00052e+13 3.72914e+13 6.64872e+13 6.75914e+13 4.67892e+13 4.63885e+13 3.97583e+13 4.01264e+13 3.45418e+13
threshold=30.207352000000004 2.5000000000000004 29.050000000000004 80.00500000000001 15.500000000000002 1.5000000000000002 59.982527000000012 11.500000000000002 78.710000000000022 79.730000000000018 30.160599000000001 59.863160500000006 59.834458500000004 59.853570100000006 30.160599000000001 60.017447350000005 59.853570100000006 59.990816400000007 17.500000000000004 60.003414000000006 59.846652800000008 82.00500000000001 19.500000000000004 109.05000000000001 114.05000000000001 3.5000000000000004 94.040000000000006 1.5000000000000002 91.050000000000011 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 9 10 12 -9 -12 -7 14 -14 -8 20 29 -19 -20 -5 -22 23 25 -25 -23 -24 28 -27 -18
right_child=-2 2 3 16 5 7 15 8 -10 -11 11 -13 13 -15 -16 -17 17 18 19 -21 21 22 26 24 -26 27 -28 -29 -30 -31
leaf_value=-181.92233481477268 -3.6703573181036604 -68304.11083007812 2038.5027602622213 -740.68081297806009 10088.771500215855 87133.072022372158 -136114.28812500002 -26576.489285714284 -85519.492096656992 156196.13979334678 -9242.3737199371953 81501.385799779659 50296.392507102275 38018.350479507448 -72780.311484375008 -27174.363268649195 -11208.675871007961 -141.8865098365863 83148.120650592668 -39556.532600203805 -42977.902004278279 15347.075022040473 -71963.484793133801 -169751.86783854169 13012.195837875486 76916.941847826092 56947.532167119571 120578.03052904783 -54633.685017641139 -66966.832148768546
leaf_weight=68175 4230377 20 8057 6479 561 55 20 63 43 31 51 78 22 224 30 31 1901 867 145 46 84 144 71 24 129 92 46 149 31 118
leaf_count=68175 4230377 20 8057 6479 561 55 20 63 43 31 51 78 22 224 30 31 1901 867 145 46 84 144 71 24 129 92 46 149 31 118
internal_value=0 176.871 1424.11 1495.29 3898.88 16296.8 3423.38 29493.7 2272.72 47164.7 21934.5 45625.9 36953.3 26953.7 -20709.4 -69895.9 -661.573 -6206.02 9559.42 53596.2 1691.89 22160.2 30136.3 40708.9 -15656.7 61439.5 -21280.5 85841.3 43761.9 -14467.4
internal_weight=0 87787 19612 19592 9266 1209 612 597 235 362 192 129 331 276 52 51 10326 3077 1058 191 7249 770 686 569 153 416 117 272 123 2019
internal_count=4318164 87787 19612 19592 9266 1209 612 597 235 362 192 129 331 276 52 51 10326 3077 1058 191 7249 770 686 569 153 416 117 272 123 2019
is_linear=0
shrinkage=0.1


Tree=4455
num_leaves=31
num_cat=0
split_feature=0 1 1 5 3 5 5 5 3 6 5 5 3 5 3 1 1 6 2 1 1 3 3 5 4 1 2 3 5 5
split_gain=2.67453e+11 4.10807e+12 6.95824e+12 7.54802e+12 5.59112e+12 9.52759e+12 5.26819e+12 5.28662e+12 1.6162e+13 7.71838e+12 7.42164e+12 7.70906e+12 6.97583e+12 9.92443e+12 5.66044e+12 7.10052e+12 8.82046e+12 9.96305e+12 4.99471e+12 4.94967e+12 1.57483e+13 2.72655e+13 1.73891e+13 1.2527e+13 1.05542e+13 9.05643e+12 5.88837e+12 5.08852e+12 5.24688e+12 4.52466e+12
threshold=63.563300600000012 53.664171200000006 34.359746700000009 87.395000000000024 4.5000000000000009 70.50500000000001 123.15000000000002 86.02500000000002 6.5000000000000009 1.5000000000000002 105.35000000000001 92.035000000000011 8.5000000000000018 63.145000000000003 5.5000000000000009 44.083877800000003 40.247294600000011 1.5000000000000002 7.5000000000000009 65.659480050000013 78.608766650000021 9.5000000000000018 5.5000000000000009 56.835000000000008 2.5000000000000004 86.192907650000009 2.5000000000000004 2.5000000000000004 66.990000000000023 63.145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 29 7 12 -9 18 11 -11 13 14 15 16 -4 -18 -10 27 21 22 23 -21 -24 -22 -25 -3 -29 -2
right_child=1 19 6 -5 -6 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 25 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=-1.4485147695762361 -16367.548540492659 11800.097889561808 9749.6325239876951 49578.508473557697 -1871.8622388488548 -73657.821519252233 54332.008601888025 -78656.361513986893 -62724.364826766308 2197.4700195312503 -26053.914470880685 80090.438708043992 1542.2521817950046 29167.183070239687 29127.41259765625 15504.685137883967 20770.166598124888 -16791.248099283854 4729.6359194800971 -8645.7686962890639 -39425.633692278185 -78579.334588068174 48437.217789381379 87624.125 125400.13024553571 1442.9763798840991 24405.188177849268 -1549.9336406857817 -9320.6522599022173 33728.13068359375
leaf_weight=4303585 183 248 469 26 1108 28 21 31 23 24 22 27 2640 228 105 440 87 375 21 80 56 22 49 26 28 1708 34 5415 1035 20
leaf_count=4303585 183 248 469 26 1108 28 21 31 23 24 22 27 2640 228 105 440 87 375 21 80 56 22 49 26 28 1708 34 5415 1035 20
internal_value=0 427.588 2469.91 -3786.15 -4822.36 -18974.5 4362.12 4128.51 -14457.4 2552.62 22493.1 43434.9 4761.73 9749.66 6750.21 5036.42 89.0055 -9717.99 -30530.4 -952.115 3409.38 27498.8 38253.3 17259.6 76423.7 145.56 51800.1 -2256.4 -2796.86 -11432
internal_weight=0 14579 5878 1365 1339 231 4513 4492 148 117 73 51 4344 1704 1476 1371 931 462 44 8701 2003 239 217 140 77 1764 60 6698 6450 203
internal_count=4318164 14579 5878 1365 1339 231 4513 4492 148 117 73 51 4344 1704 1476 1371 931 462 44 8701 2003 239 217 140 77 1764 60 6698 6450 203
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=31
num_cat=0
split_feature=5 1 1 3 1 1 1 3 3 2 5 0 1 3 3 0 0 1 1 2 2 0 1 3 0 3 0 2 3 2
split_gain=2.7197e+11 2.38938e+12 1.83859e+13 2.19641e+13 2.68203e+13 1.2554e+13 1.01021e+13 1.33959e+13 9.14267e+12 1.18462e+13 6.94498e+12 9.69692e+12 2.10033e+13 2.18611e+13 4.07901e+13 2.30082e+13 1.43455e+13 1.67685e+13 4.72869e+13 4.16587e+13 1.4272e+13 1.20512e+13 1.5231e+13 1.18937e+13 1.19181e+13 1.1893e+13 1.39913e+13 1.4701e+13 1.48046e+13 1.2825e+13
threshold=150.04500000000004 39.714575750000009 39.694727950000008 10.500000000000002 39.704585000000002 39.704585000000002 39.718803500000007 7.5000000000000009 5.5000000000000009 6.5000000000000009 161.85000000000002 56.281985950000006 39.899261850000009 4.5000000000000009 3.5000000000000004 56.338501050000012 55.099723300000008 49.073956850000009 49.111504200000006 3.5000000000000004 5.5000000000000009 55.160271200000004 61.396377350000009 18.500000000000004 55.708120100000009 6.5000000000000009 58.000519000000004 13.500000000000002 22.500000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -3 -6 -10 11 16 -13 14 -14 -15 -8 19 -19 -18 -20 -22 23 24 -23 29 27 -27 -29 -17
right_child=1 6 3 5 8 -7 10 -9 9 -11 -12 12 13 15 -16 25 17 18 20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=1.5115923143007248 279.10722798624977 17843.963991477274 148001.70390625001 -65304.138476562504 -21563.868678977276 25938.9287109375 -3532.1392402886286 -81737.398616071441 108650.63900923297 2313.006591796875 380.46322968827286 76185.634025493418 3534.6775499131945 54200.512415286146 -174582.25656250003 96314.465364583346 -162986.90736607145 129901.49895833334 -6233.5029237404851 -1316.8340741131758 -104158.44675925927 -34744.941767578122 12372.589033564815 -16236.006864754099 -110164.94630903765 -17223.626985638788 60047.592649262529 104202.63363095239 -11929.064758831522 2940.1495065789477
leaf_weight=4302555 5289 22 28 25 22 38 1125 35 22 20 7700 38 36 83 20 24 28 21 234 37 27 40 54 61 44 425 29 21 23 38
leaf_count=4302555 5289 22 28 25 22 38 1125 35 22 20 7700 38 36 83 20 24 28 21 234 37 27 40 54 61 44 425 29 21 23 38
internal_value=0 -416.665 1273.97 35221.2 66371.9 -10268.6 -1322.11 -43302.5 30658.9 58013.7 -1085.37 -5772.65 3782.63 -153.442 -60078.5 5065.54 -9987.03 -23286.9 -16844.7 -70959.3 -23544 -41467.3 -32961.5 -49844.5 -74250.7 -2216.97 -7358.98 -11527 43497.4 39085
internal_weight=0 15609 5444 155 92 63 10165 57 64 42 10108 2408 737 699 56 643 1671 546 481 65 460 226 199 145 84 560 498 469 44 62
internal_count=4318164 15609 5444 155 92 63 10165 57 64 42 10108 2408 737 699 56 643 1671 546 481 65 460 226 199 145 84 560 498 469 44 62
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=31
num_cat=0
split_feature=0 6 0 1 1 3 0 5 4 2 3 1 5 3 3 0 5 5 5 2 3 3 1 0 5 5 5 5 4 4
split_gain=2.66744e+11 8.32584e+12 1.09364e+13 2.71695e+13 1.33499e+14 7.01376e+13 3.35125e+13 2.52916e+13 2.48524e+13 2.28111e+13 3.14563e+13 2.66789e+13 3.5301e+13 3.03579e+13 3.52776e+13 3.24562e+13 4.7599e+13 4.44952e+13 6.72014e+13 2.90895e+13 2.90094e+13 4.40976e+13 2.89461e+13 3.44174e+13 2.82186e+13 1.0329e+14 2.62223e+13 2.58061e+13 2.45306e+13 2.41518e+13
threshold=59.939091550000008 1.5000000000000002 59.963407450000012 30.243224600000001 30.226173900000003 10.500000000000002 59.950068600000009 41.995000000000012 1.5000000000000002 4.5000000000000009 7.5000000000000009 30.323743050000001 60.905000000000008 9.5000000000000018 17.500000000000004 59.950068600000009 57.405000000000008 61.405000000000008 47.005000000000003 7.5000000000000009 12.500000000000002 10.500000000000002 30.346469350000003 59.950068600000009 86.02500000000002 98.020000000000024 112.04500000000002 47.005000000000003 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 -2 -5 -6 26 -11 13 -13 15 20 16 27 18 -17 -14 21 -15 -21 -24 -16 -26 -9 -12 -20 -19
right_child=1 -3 -4 7 5 -7 -8 9 -10 10 11 12 19 14 24 17 -18 29 28 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=6.1525126100617236 3184.8519017869567 325.59860323337733 -455.08192624877324 1124.1634473416173 114621.4355978261 44127.981287084658 -52677.030719743692 -20116.91917863832 252786.27916666667 87919.997216796881 -40939.562667410719 -10190.048685451991 -6644.9141518774331 -62849.081171013328 -9237.7294331942467 -32059.686200161639 15725.647165217872 -111142.53586309525 66515.282602896346 90027.091159539472 -52643.165285802774 6166.0001332671072 81279.192948504191 9203.8664032424713 212213.00095312504 -78224.196614583343 30581.285024824771 -177958.75526620372 160494.88757440477 1079.1676762231334
leaf_weight=4068831 1853 161541 76483 3160 23 79 114 2192 30 36 28 916 289 136 550 58 71 21 82 76 432 290 82 345 25 24 107 27 42 221
leaf_count=4068831 1853 161541 76483 3160 23 79 114 2192 30 36 28 916 289 136 550 58 71 21 82 76 432 290 82 345 25 24 107 27 42 221
internal_value=0 -100.402 -884.261 -3786.81 6480.39 103833 -52.6949 -6126.75 192828 -9914.01 -5106.81 -6008.28 3177.88 -13825.9 -21382.3 6191.65 -38370.4 19434.1 56788.9 18638.8 -34383.7 -15867 33165.6 23045 -2759.28 69958 -17757.3 -108204 98347.1 -8659.08
internal_weight=0 249333 87792 11309 2099 132 1967 9210 53 6050 3751 3715 1708 2007 1457 550 126 424 182 792 858 426 503 427 599 49 2299 55 124 242
internal_count=4318164 249333 87792 11309 2099 132 1967 9210 53 6050 3751 3715 1708 2007 1457 550 126 424 182 792 858 426 503 427 599 49 2299 55 124 242
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 4 2 6 4 3 1 3 1 5 2 5 5 3 5 1 3 1 4 5 5 1 1 1 5 5
split_gain=2.94918e+11 3.31701e+12 1.34038e+13 1.47069e+13 1.21411e+13 1.45517e+13 1.47362e+13 1.0379e+13 1.39952e+13 1.41878e+13 1.81567e+13 1.59382e+13 1.45919e+13 1.57228e+13 1.2471e+13 2.08467e+13 9.95047e+12 9.39789e+12 1.33709e+13 4.41242e+13 1.3827e+13 9.15618e+12 8.16851e+12 1.10313e+13 7.88475e+12 1.70296e+13 7.20169e+12 7.01461e+12 6.85264e+12 6.39659e+12
threshold=9.5000000000000018 43.514103700000014 43.465905150000005 24.010000000000002 125.85000000000001 3.5000000000000004 16.500000000000004 1.5000000000000002 1.5000000000000002 10.500000000000002 43.048525950000005 20.500000000000004 43.574807850000006 77.00500000000001 9.5000000000000018 91.050000000000011 75.750000000000014 15.500000000000002 58.755000000000003 43.574807850000006 12.500000000000002 39.899261850000009 2.5000000000000004 94.040000000000006 41.995000000000012 40.810045900000013 39.899261850000009 43.048525950000005 150.04500000000004 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 22 24 10 26 14 13 -12 17 16 21 18 20 -20 -11 -16 23 -5 -9 -26 -10 -6 -29 -24
right_child=1 -3 3 4 27 -7 -8 8 9 11 12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=-28.953486651944047 13.44178335517967 34.168397944808014 56026.74837415541 557.41059275151122 -88863.006622023822 24756.566632163689 61134.540599798391 -16329.181221269639 -23058.61075721154 77700.21526331018 32357.013467843193 -58572.633928571435 -19347.640106832572 -38935.790610708842 -69915.866292317718 79449.071409970245 -92902.037109375 62287.736630667903 -82703.1923828125 33937.05394482422 2645.3842795138889 611.31212915348112 -21647.374813296672 72038.194389204538 -92292.129272959195 -26278.609629892933 -89727.156536155526 -44729.221412678009 2872.4717315051021 16491.243699293871
leaf_weight=1938624 15265 2360585 37 1158 21 146 31 362 26 54 126 35 493 41 24 21 20 51 48 100 45 79 285 22 49 193 43 79 49 52
leaf_count=1938624 15265 2360585 37 1158 21 146 31 362 26 54 126 35 493 41 24 21 20 51 48 100 45 79 285 22 49 193 43 79 49 52
internal_value=0 23.5886 -1293.98 -6702.62 -7337.98 -6149.17 -7492.89 -8132.34 -13245.7 -7022.74 -15796.4 6386.04 -10693.6 14854 11529.8 -12634 -28355.5 23206.3 15136.9 -3892.22 43584.4 -15822.2 -2031.4 1890.1 -25670.9 -39645 -64605.7 -35295.2 -26506.7 -15762.5
internal_weight=0 2.37954e+06 18955 3690 3653 3504 3358 3327 1810 1206 729 477 660 167 442 144 123 298 247 148 99 103 1517 1180 604 242 69 149 128 337
internal_count=4318164 2379540 18955 3690 3653 3504 3358 3327 1810 1206 729 477 660 167 442 144 123 298 247 148 99 103 1517 1180 604 242 69 149 128 337
is_linear=0
shrinkage=0.1


Tree=4459
num_leaves=31
num_cat=0
split_feature=1 0 0 5 5 1 2 1 0 5 1 1 5 0 4 3 6 5 1 2 0 4 5 5 3 0 3 5 0 3
split_gain=2.74028e+11 1.67636e+12 1.29164e+13 1.0794e+13 2.15094e+13 1.11561e+13 8.85211e+12 6.25224e+12 2.02683e+13 1.7662e+13 7.26934e+12 6.03493e+12 1.60662e+13 1.65496e+13 1.64342e+13 1.1603e+13 1.06735e+13 2.93667e+13 2.23584e+13 2.98973e+13 2.34187e+13 3.20819e+13 2.99312e+13 1.7456e+13 1.67791e+13 1.64156e+13 1.54619e+13 2.0589e+13 1.54268e+13 1.52208e+13
threshold=83.000022850000008 55.02863030000001 55.025681450000008 65.045000000000016 56.205000000000005 83.026705000000007 7.5000000000000009 83.006817700000013 55.043101600000007 76.730000000000018 83.002084650000015 86.067573200000012 91.050000000000011 55.674875350000008 3.5000000000000004 13.500000000000002 1.5000000000000002 40.905000000000008 83.015546400000019 1.5000000000000002 55.034903650000011 2.5000000000000004 74.610000000000014 75.750000000000014 9.5000000000000018 55.039751500000008 9.5000000000000018 63.855000000000011 56.367862600000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -3 -10 12 14 -14 16 -15 -9 -18 25 26 21 22 -21 -24 -23 29 -20 -28 -22 -19
right_child=1 7 3 -5 -6 6 -8 11 10 -11 -12 -13 13 15 -16 -17 17 18 19 20 28 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=9.4756462619660731 6.7953833596317681 12432.611810096609 9625.3945938623037 -16656.867544054632 44223.857990234377 -6161.2110197172151 18018.845016257856 -293.82852420982562 -5695.4486983816969 -19295.792801339288 -35505.638337365905 240.9161177571668 -40016.218685825894 21908.354312044903 11507.3921245529 -40992.361618711897 1289.1011594679048 -9936.5804731150838 -3080.5032306060207 5383.4464541354864 -7526.9508795882502 92621.150666360292 -46059.206296875003 -7744.7824071344339 20786.258777002935 23879.351667533163 -21573.577988491263 13141.756629493198 7329.5355338324534 -38215.665155060284
leaf_weight=3782924 321923 1673 2262 201 150 982 179 80534 210 196 134 95300 210 103 1079 41 12165 5621 1305 3073 3695 34 175 371 745 139 1488 193 862 197
leaf_count=3782924 321923 1673 2262 201 150 982 179 80534 210 196 134 95300 210 103 1079 41 12165 5621 1305 3073 3695 34 175 371 745 139 1488 193 862 197
internal_value=0 -66.9711 74.9803 5891.16 7159.61 5535.41 -2433.19 -287.609 4999.54 9105.29 -17307.6 -344.043 -841.648 -22111.7 -774.224 3999.12 -894.045 -2501.93 -5078.64 -2582.25 307.148 5512.63 1550.06 -20025 23921.5 -10082.7 -11247.5 -17587.8 -4716.7 -10894.1
internal_weight=0 535240 325697 3774 3573 3423 1161 209543 2213 1869 344 207330 112030 354 111676 144 110597 30063 17898 11941 8955 4398 3619 546 779 5957 2986 1681 4557 5818
internal_count=4318164 535240 325697 3774 3573 3423 1161 209543 2213 1869 344 207330 112030 354 111676 144 110597 30063 17898 11941 8955 4398 3619 546 779 5957 2986 1681 4557 5818
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=31
num_cat=0
split_feature=2 5 3 6 5 4 1 1 1 0 3 1 5 1 1 1 3 3 5 0 5 0 0 5 4 1 0 5 0 0
split_gain=3.0183e+11 3.76595e+12 6.43837e+12 2.0263e+13 1.99778e+13 2.70119e+13 2.38956e+13 9.47717e+13 7.49845e+13 2.11776e+13 1.43344e+13 1.40325e+13 2.24877e+13 2.93097e+13 2.33764e+13 2.51497e+13 2.33313e+13 4.18709e+13 4.0624e+13 3.00859e+13 2.31646e+13 2.13058e+13 2.07557e+13 3.1893e+13 3.17955e+13 2.01334e+13 1.99574e+13 1.64539e+13 2.01091e+13 1.55331e+13
threshold=4.5000000000000009 48.035000000000004 19.500000000000004 1.5000000000000002 53.005000000000003 1.5000000000000002 37.620907050000007 37.692869000000009 37.475443250000005 55.664473600000008 22.500000000000004 37.314272700000011 76.00500000000001 37.692869000000009 37.39371280000001 37.487839250000007 26.500000000000004 29.500000000000004 52.020000000000003 55.842510000000011 52.020000000000003 55.745923000000012 55.885524800000006 72.705000000000013 2.5000000000000004 37.275078000000001 55.674875350000008 55.990000000000002 55.924336300000007 55.762622900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 5 -5 8 -8 10 -10 -7 25 13 16 -14 -16 18 19 21 20 -18 -13 23 -20 -25 -4 -27 -24 -29 -17
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12 12 14 -15 15 29 17 -19 22 -21 -22 -23 27 24 -26 26 -28 28 -30 -31
leaf_value=-98.118130260483014 -24.882855673303737 231.24878314164417 3754.2694587048663 -5523.8702592958971 -5164.0132592032232 -19099.265486111111 -203990.66130952383 14019.986617107152 41748.730936686203 152895.41723958333 28499.996719403334 -11256.259911151961 -37517.156710379466 210.42593675495442 34169.482498331708 9315.5368272696905 125598.18252840909 -9158.1500077560922 -9218.6965768785012 142957.39549278846 16928.120249643904 -67417.64272753906 -22380.211718750001 -97533.795059349432 -16299.964471705614 96341.710267857154 19983.74405379012 76075.820778346708 -2565.8849053744616 -2240.526320817446
leaf_weight=1091727 2289827 895680 5813 908 13797 90 21 395 24 60 213 102 126 10122 300 2687 22 554 2624 26 181 200 58 84 113 42 185 74 58 2051
leaf_count=1091727 2289827 895680 5813 908 13797 90 21 395 24 60 213 102 126 10122 300 2687 22 554 2624 26 181 200 58 84 113 42 185 74 58 2051
internal_value=0 28.0907 175.202 -1051.29 -3900.07 6292.04 19653 3014.64 37538.1 121139 14361.6 686.53 -625.011 -2677.81 5026.96 6090.98 -9815.21 5709.36 -13484.3 41677 28705.2 -48449.2 -9977.37 -12132.1 -50937.7 4895.18 34111.6 22014.4 41521.1 4313.11
internal_weight=0 2.02834e+06 936610 40930 15508 1711 803 416 387 84 303 25422 19382 14218 5164 5038 4096 783 3313 229 203 302 3011 2821 197 6040 227 190 132 4738
internal_count=4318164 2028337 936610 40930 15508 1711 803 416 387 84 303 25422 19382 14218 5164 5038 4096 783 3313 229 203 302 3011 2821 197 6040 227 190 132 4738
is_linear=0
shrinkage=0.1


Tree=4461
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 5 0 6 0 3 3 5 2 5 4 5 5 0 5 2 5 1 5 3 0 5 0 5 0 3
split_gain=3.09615e+11 3.33522e+12 2.62735e+13 1.96498e+13 5.14162e+13 1.80017e+13 1.73792e+13 1.65842e+13 2.12564e+13 3.62371e+13 1.89765e+13 1.38943e+13 1.37591e+13 1.33083e+13 1.30985e+13 1.30606e+13 1.29146e+13 1.26496e+13 1.24164e+13 1.21821e+13 1.18857e+13 2.26991e+13 2.35158e+13 3.58232e+13 1.90064e+13 6.22099e+13 1.24146e+14 2.39554e+13 2.12377e+13 1.901e+13
threshold=9.5000000000000018 60.55755580000001 60.648383500000008 56.758269450000007 60.58031445000001 34.920000000000009 57.057093650000006 1.5000000000000002 56.838612000000005 7.5000000000000009 8.5000000000000018 71.715000000000018 3.5000000000000004 73.995000000000019 2.5000000000000004 30.025000000000002 68.52500000000002 56.831297550000009 52.990000000000002 3.5000000000000004 46.010000000000012 60.601268000000012 137.05000000000004 6.5000000000000009 56.831297550000009 107.05000000000001 56.838612000000005 104.75000000000001 56.863241500000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 9 13 12 19 -11 -5 -13 -9 -7 -15 -4 -12 -17 22 24 -24 27 28 -27 -22 -26 -30
right_child=-2 2 18 6 5 16 -8 15 -10 10 11 14 -14 17 -16 20 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=50.165914123230394 24.169155861777732 14035.230916476779 353.06512654701282 -19896.881770266762 -2727.4145514201859 -25274.249878569331 -19454.441344917632 3020.2243184127046 25922.002560786452 4520.958984375 -46749.195811987709 65410.927651127044 107969.12289496529 -37516.65621553309 -4833.1141289893621 -4720.1261893637165 -65843.453389246322 -133539.19425101901 -691.07604218951565 9847.6774965191835 -9459.1530390125226 2903.6603189580023 27125.125455729169 -97221.845501802891 9241.4570536211922 266649.8896484375 2230.4533220563617 -68770.129154575901 28103.494438262333 -8320.8712286248538
leaf_weight=1414595 2379540 540 300965 158 363 1021 575 4107 481 20 61 61 36 34 47 17564 85 23 183220 101 2506 7637 36 65 1216 26 56 70 151 2804
leaf_count=1414595 2379540 540 300965 158 363 1021 575 4107 481 20 61 61 36 34 47 17564 85 23 183220 101 2506 7637 36 65 1216 26 56 70 151 2804
internal_value=0 -29.6661 -245.169 -2713.51 -12350.8 -22050.2 -2201.78 -1935.54 10627.1 -2971.43 18046.4 7058.61 71023.4 -34840.3 34841.8 -2289.84 -28392.1 -76262.6 -42.0474 -11463.5 -2968.57 -856.655 -5000.6 -52900.2 -4292.17 -186.382 86070.8 -11070.9 -1882.16 -6459.59
internal_weight=0 1.93862e+06 524029 39844 2009 1469 37835 37260 1022 541 326 270 56 215 108 36238 1106 57 484185 162 32131 14567 6930 101 6829 4253 82 2576 4171 2955
internal_count=4318164 1938624 524029 39844 2009 1469 37835 37260 1022 541 326 270 56 215 108 36238 1106 57 484185 162 32131 14567 6930 101 6829 4253 82 2576 4171 2955
is_linear=0
shrinkage=0.1


Tree=4462
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 4 5 3 4 5 1 1 2 5 4 3 5 2 5 3 5 2 2 5 3 2 1 6 1
split_gain=3.08305e+11 4.28371e+12 9.48394e+12 2.09036e+13 9.53308e+12 9.48299e+12 9.1644e+12 8.79322e+12 8.53182e+12 1.51362e+13 2.30272e+13 1.88298e+13 1.74304e+13 2.4126e+13 1.57941e+13 1.54807e+13 1.81298e+13 2.19252e+13 4.4382e+13 2.42783e+13 2.07347e+13 1.51582e+13 1.47225e+13 1.46782e+13 1.43472e+13 1.39849e+13 1.49986e+13 1.32622e+13 1.22246e+13 1.20309e+13
threshold=56.301440000000007 56.281985950000006 37.620907050000007 37.914142000000005 60.610000000000007 161.85000000000002 2.5000000000000004 150.04500000000004 5.5000000000000009 2.5000000000000004 70.00500000000001 38.151577750000008 44.005491150000005 17.500000000000004 86.810000000000016 3.5000000000000004 16.500000000000004 98.020000000000024 11.500000000000002 81.910000000000011 19.500000000000004 83.010000000000005 7.5000000000000009 18.500000000000004 77.00500000000001 11.500000000000002 8.5000000000000018 38.151577750000008 1.5000000000000002 43.808567100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 7 -7 8 28 10 -10 -12 13 14 21 16 -14 19 20 23 -19 27 -13 24 -18 -17 -27 -11 -5 -16
right_child=-2 2 3 5 -6 6 -8 -9 9 12 11 22 15 -15 29 25 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-6.829633267655808 47.686778819469588 -9299.848951054546 31950.101644150756 -65958.383901186346 -47633.227481277274 812.11715029761911 -89645.045182291666 60325.677377717395 -2653.0079656619491 33057.241428444606 -27511.073945055512 6713.9083493822682 -13141.171856350051 103663.61654829547 -14226.646515376986 -8958.0863498263898 -33676.739937447215 -79369.297107712773 101629.87323588709 -87282.983940972234 42199.612363281252 -47752.23557753452 42052.971885570078 -67437.418315972231 40066.861423399394 112099.17415660511 14652.584368024554 -8010.0976890780776 1466.9456150547469 37847.640863281253
leaf_weight=3269724 1031809 412 188 27 77 21 24 23 5865 88 76 215 1061 22 63 171 74 47 31 117 20 86 261 63 41 22 56 739 6591 150
leaf_count=3269724 1031809 412 188 27 77 21 24 23 5865 88 76 215 1061 22 63 171 74 47 31 117 20 86 261 63 41 22 56 739 6591 150
internal_value=0 -14.9721 -1615.82 -1200.18 -15336 -1590.82 -47431.7 -1461.16 -1550.61 -3508.93 -815.243 18711 -9571.86 -48.4758 -2074.82 -15991.6 -19937.2 -38284.6 2695.52 -51898.3 -43080.1 -7795.31 26091 -28639.9 -7385.54 7047.77 42137.5 -3640.18 1191.86 22445.4
internal_weight=0 3.28636e+06 16631 16142 489 15954 45 15909 15886 9268 6417 552 2851 1148 1126 1703 1454 393 98 295 67 913 476 178 115 249 78 827 6618 213
internal_count=4318164 3286355 16631 16142 489 15954 45 15909 15886 9268 6417 552 2851 1148 1126 1703 1454 393 98 295 67 913 476 178 115 249 78 827 6618 213
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=31
num_cat=0
split_feature=0 1 0 4 1 5 3 1 5 2 0 3 3 5 3 6 5 5 5 4 1 3 2 3 1 5 1 2 2 5
split_gain=3.32814e+11 3.7096e+12 3.29523e+13 2.91193e+13 3.8227e+13 3.62449e+13 4.25913e+13 6.29663e+13 4.76197e+13 3.17104e+13 2.75709e+13 5.89924e+13 7.95739e+13 3.61321e+13 7.32905e+13 7.24587e+13 1.05245e+14 1.30196e+14 9.15269e+13 9.10467e+13 7.40559e+13 8.70141e+13 6.56863e+13 6.67384e+13 6.27729e+13 7.79284e+13 5.45301e+13 5.31587e+13 5.16924e+13 4.91398e+13
threshold=59.963407450000012 30.332994000000003 59.982527000000012 2.5000000000000004 30.434657650000002 56.835000000000008 14.500000000000002 30.370618100000005 84.030000000000015 3.5000000000000004 59.982527000000012 14.500000000000002 17.500000000000004 84.030000000000015 4.5000000000000009 1.5000000000000002 52.405000000000008 62.015000000000008 79.010000000000005 2.5000000000000004 30.278357500000002 8.5000000000000018 3.5000000000000004 6.5000000000000009 30.315880100000005 39.025000000000013 30.315880100000005 3.5000000000000004 3.5000000000000004 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 5 -5 -3 9 -8 -9 -7 11 13 -13 14 -2 19 26 20 -19 24 -18 -22 23 -20 -16 -26 28 -21 -17 -29
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 12 -14 -15 15 16 17 18 22 27 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=6.3959606888412681 -71840.672150407758 -4035.1511176443573 42.875983328252943 1462.8972737856309 54155.959160402665 -33040.58284462749 -102157.22259765625 -19874.34314607914 -124975.67814236111 1533.4664200001894 -97.188997900065829 53844.64321986607 -16305.769311206372 -14003.628902860522 35077.59002503143 10556.96824043016 289835.49864130438 9605.2549924033028 -94056.948437500003 130680.62399067127 37703.886601945465 175596.68389495483 216338.76361816406 164280.85046875 29421.949465204176 -19193.378282084093 63183.888615451397 65750.906632401326 -63160.665730424371 -65237.392759146343
leaf_weight=4100519 114 7070 121169 1974 148 345 115 1026 45 1148 78702 539 231 994 348 207 23 448 20 76 102 83 40 20 401 1855 90 95 176 41
leaf_count=4100519 114 7070 121169 1974 148 345 115 1026 45 1148 78702 539 231 994 348 207 23 448 20 76 102 83 40 20 401 1855 90 95 176 41
internal_value=0 -120.502 -449.73 -5477.83 5138 -7788.51 -17693.8 -31840.7 -24290.4 -6455.85 397.203 6988.7 32799.5 3116.82 7228.38 9467.85 29944.8 53597.4 27199.2 676.426 120608 99569.3 125725 35112 -4454.11 -10552.1 -6859.27 63695 -23318.5 26261.8
internal_weight=0 217645 133040 11871 2122 9749 2679 1186 1071 1493 84605 5903 770 5133 4139 4025 1209 736 528 2816 208 185 80 40 2604 2256 473 212 383 136
internal_count=4318164 217645 133040 11871 2122 9749 2679 1186 1071 1493 84605 5903 770 5133 4139 4025 1209 736 528 2816 208 185 80 40 2604 2256 473 212 383 136
is_linear=0
shrinkage=0.1


Tree=4464
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 1 0 5 3 5 3 0 5 3 5 2 0 3 6 2 2 5 0 0 6 0 3 0 0 5
split_gain=2.97933e+11 6.43356e+12 1.33632e+13 2.74077e+13 2.55263e+13 6.47868e+12 2.85015e+13 2.44012e+13 2.87895e+13 2.73758e+13 2.32617e+13 2.45835e+13 2.33686e+13 2.45475e+13 3.62353e+13 3.21576e+13 2.314e+13 2.01879e+13 1.72799e+13 2.71835e+13 2.13802e+13 1.83379e+13 1.67696e+13 2.07809e+13 2.68242e+13 1.58434e+13 1.5435e+13 2.99652e+13 1.68806e+13 2.61876e+13
threshold=39.718803500000007 43.592450450000008 61.845000000000006 47.815000000000005 40.205000000000005 39.714575750000009 47.249522000000006 101.05000000000001 5.5000000000000009 125.85000000000001 19.500000000000004 46.672631750000008 105.35000000000001 11.500000000000002 142.05000000000004 13.500000000000002 47.222459950000008 7.5000000000000009 1.5000000000000002 16.500000000000004 4.5000000000000009 51.815000000000005 47.236539400000005 47.228519500000004 1.5000000000000002 46.672631750000008 17.500000000000004 47.236539400000005 47.208883950000008 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 10 -8 -9 -10 12 18 26 14 25 16 -15 -16 -12 20 -20 -22 23 24 -13 -14 -7 28 29 -28
right_child=-2 5 -4 -5 -6 6 7 8 9 -11 11 22 13 15 17 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6218.6911675350539 22.858514627793539 -13.219414007206893 79559.597379032261 -63429.141828547305 128647.98539402173 -6273.4747323033807 4794.8277667159336 75151.957388583091 -29619.923056959073 -145336.63333333333 112305.73552667027 4404.7406793934351 52600.40711125754 158177.22904411764 -14063.528571428571 -30570.543509615389 39698.789636230475 -154445.8415234375 82981.591051136376 108160.26802083333 16603.429774305558 -90248.299137931041 -45556.345874999999 54638.997544077283 -29408.875528909233 -13614.204724121095 -4974.5214836351806 -73910.000517907305 -18358.867233952406 91245.161631944458
leaf_weight=36 2457250 1842673 31 37 23 7591 5886 22 138 24 29 2244 83 34 21 26 32 20 22 30 36 29 75 74 262 64 132 89 1115 36
leaf_count=36 2457250 1842673 31 37 23 7591 5886 22 138 24 29 2244 83 34 21 26 32 20 22 30 36 29 75 74 262 64 132 89 1115 36
internal_value=0 -30.1836 22476.4 4043.26 46356.5 -31.7197 -1913.69 3673.82 -32186.3 -46763.1 -4729.71 3253.65 -7148.98 21299.4 586.563 63625.6 100733 -82542.7 43204.1 26076.3 -2228.53 -31068.9 1056.75 2411.78 869.558 23772.3 -8037.7 -17798.8 -13906.4 15644
internal_weight=0 1.86091e+06 127 96 59 1.86079e+06 18114 6070 184 162 12044 2801 9243 280 188 92 66 41 146 117 87 65 2655 2580 2506 147 8963 1372 1283 168
internal_count=4318164 1860914 127 96 59 1860787 18114 6070 184 162 12044 2801 9243 280 188 92 66 41 146 117 87 65 2655 2580 2506 147 8963 1372 1283 168
is_linear=0
shrinkage=0.1


Tree=4465
num_leaves=31
num_cat=0
split_feature=3 0 0 2 3 1 0 1 0 1 1 5 5 5 0 2 5 5 5 5 1 3 5 5 0 2 2 6 1 4
split_gain=2.90863e+11 1.32405e+12 1.05109e+13 1.01414e+13 4.00653e+12 4.27024e+12 2.00685e+13 5.60002e+12 3.37427e+12 6.58371e+12 4.31885e+12 7.06864e+12 3.0692e+12 8.30513e+12 6.60442e+12 1.1089e+13 5.96807e+12 8.46253e+12 5.45895e+12 7.358e+12 6.37172e+12 5.38906e+12 7.84017e+12 1.41016e+13 8.76541e+12 8.00005e+12 8.90716e+12 6.55922e+12 9.14353e+12 5.19222e+12
threshold=28.500000000000004 55.664473600000008 55.657530000000008 8.5000000000000018 34.500000000000007 37.516458750000005 55.518428350000008 37.533784800000006 55.173809400000003 37.533784800000006 50.158868250000005 52.020000000000003 37.995000000000012 38.610000000000007 55.645049100000001 19.500000000000004 45.610000000000007 49.505000000000003 84.030000000000015 81.00500000000001 55.957851400000003 32.500000000000007 63.855000000000011 70.00500000000001 55.601678500000013 15.500000000000002 9.5000000000000018 1.5000000000000002 55.912026600000011 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 10 -10 11 -6 -9 -14 16 -16 -15 -18 19 21 -21 22 25 24 27 26 29 28 -24 -19
right_child=1 -3 3 -5 8 7 -8 12 9 -11 -12 -13 13 14 15 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.3418726264172745 -15773.056469726564 -544.47469347269225 -19080.492277644233 54201.981844429349 65733.2900390625 -31254.416363518325 78380.149868292559 -5921.6084174087955 -13213.838056971663 -75260.544804687495 -32640.104968750002 -5716.906124131945 56338.574916294652 11468.353153218852 -43260.545141300157 16629.497625 -10425.942679074222 15350.448609270368 -2747.0621174346957 81488.976302083349 6983.1382221221929 12689.522755894004 45017.247460937506 -1360.8081029235082 95566.308288043481 -15109.022836979168 29954.047295743287 66155.823185483867 -24870.993489583336 -15452.735100890726
leaf_weight=4283289 56 29712 26 69 20 54 38 545 118 20 25 45 28 616 81 50 563 84 1039 24 22 631 39 241 23 375 107 31 36 157
leaf_count=4283289 56 29712 26 69 20 54 38 545 118 20 25 45 28 616 81 50 563 84 1039 24 22 631 39 241 23 375 107 31 36 157
internal_value=0 -287.625 1190.49 34145.7 572.747 1183 22288.9 764.974 -12381.8 -22206.1 2682.25 16267.8 1133.48 2060.67 1691.7 -20401.8 2417.44 764.005 3006.78 6384.31 45855.7 5331.13 1083.05 12922.2 39606 -4975.72 5943.8 27463.7 11470.9 -4716.36
internal_weight=0 34875 5163 95 5068 4840 94 4746 228 138 90 65 4692 4147 4119 131 3988 3372 2809 1770 46 1724 1093 370 129 723 348 106 75 241
internal_count=4318164 34875 5163 95 5068 4840 94 4746 228 138 90 65 4692 4147 4119 131 3988 3372 2809 1770 46 1724 1093 370 129 723 348 106 75 241
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=31
num_cat=0
split_feature=3 6 3 5 4 5 5 1 0 0 0 2 0 0 5 1 1 0 5 0 0 0 2 5 1 5 1 1 3 2
split_gain=2.87117e+11 3.55566e+12 2.11816e+13 2.05667e+13 2.75448e+13 5.30363e+13 5.10935e+13 4.44637e+13 4.3338e+13 3.65753e+13 6.41202e+13 2.67247e+13 2.67168e+13 3.24481e+13 2.55454e+13 2.43099e+13 2.3822e+13 2.27833e+13 3.64776e+13 2.24162e+13 2.21539e+13 5.74189e+13 5.42154e+13 5.38391e+13 2.16714e+13 2.06493e+13 2.05231e+13 4.23828e+13 5.03582e+13 3.77935e+13
threshold=9.5000000000000018 1.5000000000000002 8.5000000000000018 57.005000000000003 2.5000000000000004 84.030000000000015 92.035000000000011 37.726745000000001 55.576287050000012 59.963407450000012 59.896318000000008 1.5000000000000002 59.982527000000012 60.063729500000008 87.00500000000001 56.022377500000012 40.247294600000011 55.078308950000007 80.815000000000012 54.484631300000011 59.755965500000009 59.950068600000009 2.5000000000000004 98.020000000000024 38.096381250000007 116.06000000000002 49.073956850000009 49.111504200000006 7.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 -4 11 17 7 8 19 10 14 15 20 -14 -10 -5 -15 18 24 -7 -8 23 -23 -22 -6 -25 29 28 -28 -1
right_child=-2 -3 3 4 5 6 12 -9 9 -11 -12 -13 13 16 -16 -17 -18 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-2231.9831930406267 23.274478364828116 12.845979748988512 2595.5044486191337 17942.238489127161 -11069.807066040041 81065.088887392252 2414.9360128419394 -3532.9500540597096 -65259.327840304461 27052.433382686489 -183017.6947916667 -5136.7778045630876 -165208.03953125002 64544.583928571432 -22597.96395231182 -22613.318194821462 -87950.54435791017 5550.3839553064327 57609.52450861151 -10515.87706080462 164112.52589285714 -129034.70198863636 11590.828436656058 54422.913252434766 20197.692280658925 -33110.343418560609 -9680.6106851788372 -2754.0014905356202 -54757.767729741463 2349.2576649152552
leaf_weight=46538 2379540 1772842 34962 896 280 29 2401 1435 301 62 36 13680 20 21 263 177 20 3851 220 341 42 33 162 147 1064 33 969 28093 333 29373
leaf_count=46538 2379540 1772842 34962 896 280 29 2401 1435 301 62 36 13680 20 21 263 177 20 3851 220 341 42 33 162 147 1064 33 969 28093 333 29373
internal_value=0 -28.568 -471.441 1020.14 -1138.6 2708.6 -4356.93 -14917.9 -30748.8 -46069 -53624.9 -3944.79 4692.72 -60782.5 -45365.8 11252.3 -9843.28 9684.1 19862.5 -3337.91 6110.04 27385.7 -12207.3 62163.3 13683.6 38375.1 -1328.04 -3571.46 -21209.6 -459.318
internal_weight=0 1.93862e+06 165782 60476 25514 10761 5346 2467 1032 662 600 14753 2879 61 564 1073 41 5415 1564 370 2818 417 195 222 1344 180 105306 29395 1302 75911
internal_count=4318164 1938624 165782 60476 25514 10761 5346 2467 1032 662 600 14753 2879 61 564 1073 41 5415 1564 370 2818 417 195 222 1344 180 105306 29395 1302 75911
is_linear=0
shrinkage=0.1


Tree=4467
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 5 5 5 0 0 0 5 3 0 0 0 0 6 3 0 0 5 5 4 1 0 5 1 5 5
split_gain=3.40271e+11 3.3932e+12 7.65995e+12 1.0355e+13 2.84101e+13 1.8132e+13 6.04562e+13 1.30299e+13 9.74943e+12 1.57865e+13 1.20309e+13 1.44976e+13 1.15738e+13 1.72817e+13 2.86898e+13 7.39229e+12 8.38656e+12 7.37839e+12 7.27024e+12 6.7348e+12 5.51373e+12 5.42729e+12 5.35952e+12 1.725e+13 2.06037e+13 1.33198e+13 3.56864e+13 3.91858e+13 6.86318e+13 4.65701e+13
threshold=3.5000000000000004 38.633372000000001 38.891822450000006 44.874285750000006 38.781124500000011 78.710000000000022 89.00500000000001 60.905000000000008 55.046835900000012 51.636650050000007 55.120365700000008 56.835000000000008 2.5000000000000004 55.86787755000001 57.945214300000011 55.993277250000013 55.751981950000008 1.5000000000000002 2.5000000000000004 44.732363600000006 55.777112100000004 92.035000000000011 58.755000000000003 2.5000000000000004 40.810045900000013 44.039893800000009 60.905000000000008 39.694727950000008 73.995000000000019 72.705000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 19 -7 -6 9 21 11 -10 15 -14 -15 16 -12 -16 -11 -3 -18 -5 -4 24 25 26 -24 28 -28 -29
right_child=-2 2 22 8 7 6 -8 -9 10 18 12 -13 13 14 17 -17 20 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-660.84299750696698 -6.8713654979179921 -18327.140825892857 473.52626965418597 -409.95107195393825 -8856.9850166186952 217257.05015625001 -28621.404531249998 -92914.4684659091 8177.479176691766 -9696.7745556918071 -2237.2968549662837 42508.48565736608 -10223.212101641353 30699.744651278936 30273.682805765089 -7631.3934856018695 40734.856764240511 -7992.2611488660177 -40953.319730631512 27833.63511420408 10180.493366261018 38950.335123697922 81553.540357448714 354.63005089275055 -7327.968890132096 -553.19093228685392 190713.68599137932 -33792.274974413209 -30838.320833333331 38942.050295017485
leaf_weight=45827 4074053 35 147541 1303 114 20 20 22 414 154 611 175 322 592 58 1069 79 384 144 326 234 36 73 33522 7260 3348 29 229 27 143
leaf_count=45827 4074053 35 147541 1303 114 20 20 22 414 154 611 175 322 592 58 1069 79 384 144 326 234 36 73 33522 7260 3348 29 229 27 143
internal_value=0 114.679 293.916 3779.07 17041.4 30436.5 94317.8 -22454.5 2501.61 -3984.44 5197.82 18377.7 2879.83 10006.8 16306.7 -1969.22 4581.49 -2970.94 -24800.6 23358.2 17892.3 648.279 183.071 -777.116 -4192.22 1722.44 16929.6 5907.35 83894 -5832.57
internal_weight=0 244111 198284 6112 537 401 40 136 5575 1637 3938 589 3349 1356 1034 1993 924 442 298 361 313 1339 192172 44631 11109 3849 501 428 56 372
internal_count=4318164 244111 198284 6112 537 401 40 136 5575 1637 3938 589 3349 1356 1034 1993 924 442 298 361 313 1339 192172 44631 11109 3849 501 428 56 372
is_linear=0
shrinkage=0.1


Tree=4468
num_leaves=31
num_cat=0
split_feature=2 5 3 5 3 0 0 1 5 5 3 3 1 1 2 0 1 3 0 5 3 3 0 0 5 5 2 0 0 5
split_gain=3.1447e+11 3.49852e+12 6.47773e+12 2.15373e+13 1.70659e+13 1.21944e+13 3.36157e+13 2.58774e+13 3.58258e+13 2.42187e+13 2.35859e+13 2.27432e+13 2.09488e+13 2.10146e+13 2.90102e+13 4.2259e+13 4.26662e+13 6.40963e+13 6.06388e+13 4.37333e+13 3.33994e+13 3.26676e+13 2.75874e+13 2.56385e+13 2.50426e+13 3.0883e+13 2.66426e+13 2.19194e+13 3.04979e+13 2.70894e+13
threshold=4.5000000000000009 48.035000000000004 5.5000000000000009 59.245000000000012 3.5000000000000004 59.939091550000008 60.035045000000004 30.259484550000003 89.00500000000001 137.05000000000004 21.500000000000004 8.5000000000000018 37.328003200000005 37.457850350000008 2.5000000000000004 55.68356880000001 37.417247200000006 11.500000000000002 55.885524800000006 58.040000000000006 15.500000000000002 8.5000000000000018 55.701368300000006 44.893607100000004 62.995000000000012 56.205000000000005 1.5000000000000002 55.842510000000011 55.834684950000003 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 12 9 8 -8 -7 11 -10 -4 14 15 20 18 24 19 -17 -14 -20 -21 -16 25 -18 -26 28 29 -24
right_child=-2 2 5 -5 -6 6 7 -9 10 -11 -12 -13 13 -15 23 16 17 -19 21 22 -22 -23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=-92.972169126445792 -25.398544017739368 -387.14057704711672 1910.6634582660849 -183.50659950135102 1906.3302988888329 -4792.5040198100678 10046.522738448015 480.8991899114942 119024.66531823202 29427.416856683612 131200.21701722758 280.96565393518517 5285.0446909474495 -42.171902936603885 -17873.024703440948 9081.3588268985113 -83187.603808176413 -15029.061330702421 122351.51885308161 -145573.13750000001 -16627.352425003799 20084.434156411382 7730.4232808725856 2700.4145049594863 -161820.04125000001 -6438.571897615132 -69825.697221679686 -50059.77241464371 72349.447528754346 -36011.300300598145
leaf_weight=1091727 2289827 43531 55094 213825 127396 19832 1423 10080 23 209 39 54 2178 453103 680 422 117 534 36 20 1022 236 207 5546 50 95 85 289 36 448
leaf_count=1091727 2289827 43531 55094 213825 127396 19832 1423 10080 23 209 39 54 2178 453103 680 422 117 534 36 20 1022 236 207 5546 50 95 85 289 36 448
internal_value=0 28.6729 170.464 485.424 1322.24 -49.1239 -1954.56 2324.92 14402.7 -4435.64 67840.9 35749.9 66.8437 -151.566 -4281.8 -9386.8 -18922.9 -36772.2 -9639.97 -17914.7 -1713.23 33619.8 -29307 453.396 -70232.9 -48795.3 -103898 -26934.2 -17262.4 -22187.6
internal_weight=0 2.02834e+06 936610 384752 170927 551858 31660 11619 1539 20041 116 77 520198 465104 12001 5775 2575 881 1694 1422 3200 272 1000 6226 347 212 135 980 691 655
internal_count=4318164 2028337 936610 384752 170927 551858 31660 11619 1539 20041 116 77 520198 465104 12001 5775 2575 881 1694 1422 3200 272 1000 6226 347 212 135 980 691 655
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 5 5 5 5 4 0 0 0 5 5 0 1 0 0 0 1 0 5 4 5 6 0 5 5 4
split_gain=3.71624e+11 2.75287e+12 5.53708e+12 5.84733e+12 5.26563e+12 8.36171e+12 6.19958e+12 9.82365e+12 1.61761e+13 1.58061e+13 8.5173e+12 7.16849e+12 7.09146e+12 5.72382e+12 1.85363e+13 8.75615e+12 4.88656e+12 7.06668e+12 1.60057e+13 1.60085e+13 1.34362e+13 1.19394e+13 1.04495e+13 1.2337e+13 1.60402e+13 1.20172e+13 8.5863e+12 7.78906e+12 9.08356e+12 8.51419e+12
threshold=3.5000000000000004 38.096381250000007 38.058342000000003 57.814144100000007 125.85000000000001 102.01000000000001 92.035000000000011 79.730000000000018 71.715000000000018 2.5000000000000004 55.751981950000008 55.657530000000008 55.899899800000007 55.990000000000002 51.815000000000005 44.580511600000001 38.233559750000005 55.455204450000004 55.885524800000006 56.301440000000007 38.151577750000008 55.078308950000007 39.505000000000003 1.5000000000000002 59.245000000000012 1.5000000000000002 55.793358600000012 27.010000000000002 55.005000000000003 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 10 -10 11 13 -12 14 -4 -15 17 21 26 -20 22 -3 -21 -24 -25 -26 27 -19 -29 -30
right_child=-2 16 3 -5 -6 -7 -8 -9 9 -11 12 -13 -14 15 -16 -17 -18 18 19 20 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-443.03730304979649 -7.1809674050443562 1871.7339307423854 -10427.272558370061 -57032.764198369572 36728.627901785716 -68226.273544034091 44299.154296875 -60020.426079963247 109632.33464249322 6503.3188848586315 59674.773060344829 -69208.840904017852 3178.7404394531254 -59291.216713169648 54935.128976307744 -10486.190405957945 190.35610411805362 -45803.023896059785 -19747.762722546671 -29341.710925662879 -10977.86374813648 -29923.836729775707 71865.816957310279 -19661.710558035717 5545.7785206881445 68412.114296587781 32572.347985750741 21290.293810724597 -34515.034248798082 11707.204799378036
leaf_weight=35186 4074053 2482 764 23 28 22 24 34 23 42 29 21 95 56 46 107 203342 23 303 33 188 124 56 70 55 68 274 425 65 103
leaf_count=35186 4074053 2482 764 23 28 22 24 34 23 42 29 21 95 56 46 107 203342 23 303 33 188 124 56 70 55 68 274 425 65 103
internal_value=0 119.846 -681.054 -7054.6 -6164.21 -7115.12 -6031.76 -7024.32 -5501.19 42995.1 -8320.74 -11403.6 16391.5 -10156 -6715.33 -27253.6 260.651 3608.97 8702.11 -1824.68 9729.98 358.821 23535.2 30543 18553 40301.2 17845 11294.3 13508.8 -6176.4
internal_weight=0 244111 36500 1314 1291 1263 1241 1217 1183 65 1118 994 124 973 810 163 207611 4269 1663 773 470 2606 282 249 193 123 890 616 593 168
internal_count=4318164 244111 36500 1314 1291 1263 1241 1217 1183 65 1118 994 124 973 810 163 207611 4269 1663 773 470 2606 282 249 193 123 890 616 593 168
is_linear=0
shrinkage=0.1


Tree=4470
num_leaves=31
num_cat=0
split_feature=3 1 0 6 3 5 0 2 5 5 5 5 1 0 6 5 5 5 1 0 0 0 1 5 0 1 0 0 0 1
split_gain=3.83228e+11 3.25092e+12 1.39909e+13 1.71277e+13 3.98056e+13 3.25982e+13 2.95649e+13 2.08199e+13 2.47187e+13 2.02715e+13 1.53348e+13 1.4266e+13 1.39139e+13 6.05891e+13 4.33851e+13 2.67793e+13 2.90401e+13 2.26936e+13 3.2594e+13 4.67748e+13 8.54896e+13 2.51966e+13 4.93037e+13 6.98477e+13 4.60684e+13 4.35063e+13 4.92099e+13 1.27912e+14 1.11747e+14 3.1489e+14
threshold=9.5000000000000018 37.559851850000008 44.874285750000006 1.5000000000000002 6.5000000000000009 43.005000000000003 44.678200800000006 7.5000000000000009 79.730000000000018 53.995000000000012 74.010000000000005 137.05000000000004 37.971176850000006 56.121679000000007 1.5000000000000002 51.405000000000008 40.005000000000003 92.035000000000011 37.597123000000003 55.455204450000004 55.68356880000001 55.455204450000004 37.914142000000005 80.815000000000012 55.755036050000008 37.869926150000005 55.826364100000013 55.860536450000005 55.820531900000013 37.597123000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 9 8 -7 -1 -8 -5 13 15 -15 16 -3 21 19 -19 -21 -17 24 -24 -23 26 28 -28 -26 -30
right_child=-2 12 -4 11 5 7 10 -9 -10 -11 -12 -13 -14 14 -16 17 -18 18 -20 20 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-26069.563779136784 26.88929178232209 -1415.1112540458632 181.00154842628407 3272.8427594852778 14886.166092917952 69076.207393036908 5353.044661534087 -20331.399431818183 187475.24808593752 -138040.51104403409 95215.453945312503 -69675.943692129629 -10.410178929028682 19790.289807360983 -23691.341680914986 236.80943422503398 2743.0669079053205 -52215.883593750004 3771.6895498388567 257551.87676630437 37843.161295150167 -8896.2062861138456 -16487.570402397472 -96542.38106627384 1715.4433415587773 21374.596504733941 -48639.631656961144 -2755.482216516637 246660.93930121532 10539.40370986589
leaf_weight=61 2379540 39606 303759 3771 223 149 376 22 20 22 20 27 1519297 263 1800 12210 29162 31 2215 23 77 11082 1427 118 5050 879 677 5923 72 262
leaf_count=61 2379540 39606 303759 3771 223 149 376 22 20 22 20 27 1519297 263 1800 12210 29162 31 2215 23 77 11082 1427 118 5050 879 677 5923 72 262
internal_value=0 -33.0049 264.696 5684.23 18145.7 40855.5 -1482.42 71175.8 83087.9 -55748.6 9891.55 2754.25 -89.3339 -1170.79 -18148.1 -848.917 348.22 -2904.67 6638.2 55106.3 88376.2 -3498.51 -5287.76 -22601.8 -4170.61 -99.3222 -1674.39 -7462.08 5420.49 61439.9
internal_weight=0 1.93862e+06 308450 4691 893 414 479 191 169 83 396 3798 1.63017e+06 110877 2063 108814 68768 40046 2346 131 100 37700 25490 1545 23945 12863 11984 6600 5384 334
internal_count=4318164 1938624 308450 4691 893 414 479 191 169 83 396 3798 1630174 110877 2063 108814 68768 40046 2346 131 100 37700 25490 1545 23945 12863 11984 6600 5384 334
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 3 3 0 5 5 4 5 5 5 5 5 5 4 1 1 1 0 1 0 3 1 5 3 3 5
split_gain=4.19178e+11 4.1125e+12 5.90737e+12 1.84308e+13 2.25593e+13 2.15281e+13 6.03001e+13 3.453e+13 2.48612e+13 2.42235e+13 3.23512e+13 2.50689e+13 4.03691e+13 2.91559e+13 1.93827e+13 7.22663e+13 6.1766e+13 3.0952e+13 4.72157e+13 1.88675e+13 2.0951e+13 1.8569e+13 1.79875e+13 2.72657e+13 1.98556e+13 1.78777e+13 2.58943e+13 3.90654e+13 2.37804e+13 2.19555e+13
threshold=54.947737500000009 2.5000000000000004 1.5000000000000002 40.247294600000011 50.227799100000006 6.5000000000000009 5.5000000000000009 44.226894250000008 103.45000000000002 50.410000000000004 2.5000000000000004 89.00500000000001 102.01000000000001 80.815000000000012 107.05000000000001 100.05000000000001 94.040000000000006 4.5000000000000009 39.704585000000002 37.342273500000012 39.047276750000002 45.013473000000012 40.247294600000011 44.580511600000001 12.500000000000002 39.969502550000009 45.005000000000003 9.5000000000000018 21.500000000000004 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 9 -8 -1 11 13 -13 -11 15 16 -12 18 -16 -7 -21 -10 23 25 -24 28 27 -27 -4 -28
right_child=-2 -3 22 4 -6 19 8 -9 21 10 14 12 -14 -15 17 -17 -18 -19 -20 20 -22 -23 24 -25 -26 26 29 -29 -30 -31
leaf_value=3869.8041182672687 22.956059691849948 -140.44754005503782 -3614.6215141187126 -3278.2535702383611 -78.400642136533406 -1843.263915869001 -9918.9497243427068 -88.619916032461489 18355.75390625 32724.93441478326 10929.438222121171 198092.44381793481 3834.0330859374999 -84213.634588068177 31204.868108258928 165867.7509159483 -130950.275390625 47201.044128417969 -134189.03967881945 7130.2976273245804 1084.182461650593 -79429.50217313219 2009.0701564124131 332.07138338106182 -3701.0396855210238 -11442.991628731457 -55141.839843650756 96576.63234375001 66906.198535156247 3556.1944040697672
leaf_weight=3858 2798789 1120492 12553 32172 69909 6099 4607 52316 25 691 746 23 20 22 28 29 32 32 45 12731 10424 87 88438 96270 6540 771 246 35 48 86
leaf_count=3858 2798789 1120492 12553 32172 69909 6099 4607 52316 25 691 746 23 20 22 28 29 32 32 45 12731 10424 87 88438 96270 6540 771 246 35 48 86
internal_value=0 -42.2866 233.455 -162.233 -1086.87 865.79 -181.308 705.461 -11050.7 8223.22 18292.5 33588.7 107740 29116.7 5612.7 10871.3 5093.77 -34803.2 -70750.3 3105.05 4408.44 -57602.4 607.734 -262.667 1615.88 -4430.04 -16433.6 -6752.31 -3345.99 -39936.9
internal_weight=0 1.51938e+06 398883 193896 102081 91815 62561 57842 4719 5526 1668 756 43 713 912 807 778 105 73 29254 23155 112 204987 110009 94978 13739 1138 806 12601 332
internal_count=4318164 1519375 398883 193896 102081 91815 62561 57842 4719 5526 1668 756 43 713 912 807 778 105 73 29254 23155 112 204987 110009 94978 13739 1138 806 12601 332
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=31
num_cat=0
split_feature=1 0 5 0 5 2 3 0 1 0 0 2 5 4 3 3 5 5 5 0 0 5 3 3 5 3 3 1 5 5
split_gain=3.54648e+11 1.78527e+12 6.19184e+12 1.37872e+13 6.96592e+12 5.53683e+12 7.29619e+12 5.01722e+12 3.59003e+13 1.05206e+13 8.05341e+12 7.88359e+12 1.0463e+13 6.33367e+12 1.32718e+13 7.66207e+12 8.67888e+12 8.22258e+12 7.59763e+12 6.12977e+12 7.48371e+12 5.66026e+12 5.08317e+12 5.4983e+12 6.52834e+12 4.74015e+12 6.75952e+12 4.76753e+12 4.5947e+12 1.04088e+13
threshold=104.38035940000002 52.056565900000003 112.04500000000002 53.145783300000012 107.05000000000001 2.5000000000000004 6.5000000000000009 52.485928400000006 114.17164950000002 53.37994195000001 55.601678500000013 2.5000000000000004 57.995000000000012 2.5000000000000004 13.500000000000002 9.5000000000000018 75.750000000000014 55.990000000000002 64.020000000000024 55.777112100000004 56.635684300000008 68.00500000000001 4.5000000000000009 1.5000000000000002 65.905000000000015 4.5000000000000009 2.5000000000000004 113.46563545000002 39.995000000000012 33.805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -5 -7 8 13 11 -11 -9 -13 15 22 18 17 -17 25 -12 21 -21 23 -15 -25 26 -3 -27 29 -28
right_child=1 2 3 5 -6 6 -8 9 -10 10 19 12 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 27 28 -29 -30 -31
leaf_value=2.8833717647558408 241.90931316143221 -15397.709456654007 76100.202817234851 -18866.093946140096 -55086.812369791667 53881.845225694451 -11744.222776794435 2500.2057922829199 -82926.91357421875 -24689.015474293643 20859.770553152903 17790.103404554433 77648.665586391726 6662.9806518554688 42555.0569243809 -17757.589026938684 -52830.484007100858 8957.8149173924176 34009.931387867648 -14092.583537409857 75.507476025801822 -69627.408723958346 -6964.7686782908968 -23716.328113213902 -84846.618875 -3165.1767648912269 -3934.1272790243456 4673.9514120844169 3415.6220804067761 39703.495959818523
leaf_weight=4274890 25873 93 33 59 24 36 32 131 56 133 140 91 43 32 53 311 47 183 68 78 9292 24 2118 58 25 2710 86 1087 208 150
leaf_count=4274890 25873 93 33 59 24 36 32 131 56 133 140 91 43 32 53 311 47 183 68 78 9292 24 2118 58 25 2710 86 1087 208 150
internal_value=0 -284.838 -1068.04 18513.4 -1249.76 3549.86 22999 -1174.71 -3167.94 287.292 -251.571 19944.6 36998.4 -2550.08 -6902.65 -537.139 -11767.8 -7860.99 843.09 89.3333 -220.211 -27159.6 -8076.52 -28552.1 -42129.1 322.706 9116.67 -921.002 14251.4 23801.7
internal_weight=0 43274 17401 160 17241 127 68 17217 7285 9932 9667 265 134 7229 2286 4943 541 494 4402 9534 9394 102 2233 115 83 4334 537 3797 444 236
internal_count=4318164 43274 17401 160 17241 127 68 17217 7285 9932 9667 265 134 7229 2286 4943 541 494 4402 9534 9394 102 2233 115 83 4334 537 3797 444 236
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=31
num_cat=0
split_feature=5 5 4 0 1 0 1 0 1 1 3 2 1 5 1 5 3 1 3 4 1 0 2 5 0 1 0 0 2 1
split_gain=3.49951e+11 5.62406e+12 1.13231e+13 1.76384e+13 5.23948e+13 6.75496e+13 1.44184e+13 1.7403e+13 1.69242e+13 2.38636e+13 2.62108e+13 2.13246e+13 1.16939e+13 1.05468e+13 8.90991e+12 1.38992e+13 8.03497e+12 2.4407e+13 8.00901e+12 7.83585e+12 7.75533e+12 7.45354e+12 7.33869e+12 1.11779e+13 1.0164e+13 2.80905e+13 1.47077e+13 8.42679e+12 8.71361e+12 7.21232e+12
threshold=58.305000000000007 59.245000000000012 1.5000000000000002 55.039751500000008 82.940215400000014 55.046835900000012 30.278357500000002 59.863160500000006 30.332994000000003 30.468306550000005 17.500000000000004 5.5000000000000009 37.342273500000012 58.755000000000003 39.614024000000008 58.605000000000011 3.5000000000000004 30.332994000000003 22.500000000000004 2.5000000000000004 35.911716050000003 55.017213950000006 6.5000000000000009 58.995000000000012 54.945614000000006 82.957885500000017 54.920670650000005 54.944759500000011 2.5000000000000004 82.968597500000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 6 -6 7 -5 11 10 -10 -8 -11 14 -2 21 17 -4 22 20 -19 -16 24 -24 25 -15 -27 -28 -29 -26
right_child=1 -3 16 4 5 -7 8 -9 9 12 -12 -13 -14 18 15 -17 -18 19 -20 -21 -22 -23 23 -25 29 26 27 28 -30 -31
leaf_value=-19.9506946023469 -54013.923751028284 -16.193599456861921 60936.902814592635 7505.5513972355766 -157816.35815340909 -11067.861250535105 115937.06263521635 -101888.62599431818 -146765.38125000001 46919.742370345746 -20035.154702818629 4282.6505390625007 -4690.8050830371385 -8024.9497342375798 17038.270265385141 -6347.0766211232212 1346.3356900791432 -55864.185251336348 59445.810869565226 -158.48892334577911 -9989.3867805962873 85562.810724431823 32527.13191713483 -3229.8758707031848 12115.103669770931 78231.770558035714 10350.902228512037 -8208.5462624289776 41720.724715073535 -1459.9315607861756
leaf_weight=2895875 38 1314948 56 26 55 73 26 33 24 47 51 50 666 835 57 3148 87589 38 23 1234 1219 22 89 4942 427 35 1633 44 170 4691
leaf_count=2895875 38 1314948 56 26 55 73 26 33 24 47 51 50 666 835 57 3148 87589 38 23 1234 1219 22 89 4942 427 35 1633 44 170 4691
internal_value=0 40.6209 736.61 -1614.22 -14167 -74123.9 -5852.32 -53681 -2586.24 -6932.75 -60588.8 42480.2 -1288.71 -797.523 -5874.29 -5307.42 1185.33 -4351.4 488.508 -5819.14 -11376.2 36121.1 383.113 -2597.32 2296.91 7240.21 14013 12796.1 31454.9 -327.352
internal_weight=0 1.42229e+06 107341 17205 1051 128 923 59 864 788 75 76 713 16154 3265 3227 90136 2547 12889 2491 1257 79 12866 5031 7835 2717 1882 1847 214 5118
internal_count=4318164 1422289 107341 17205 1051 128 923 59 864 788 75 76 713 16154 3265 3227 90136 2547 12889 2491 1257 79 12866 5031 7835 2717 1882 1847 214 5118
is_linear=0
shrinkage=0.1


Tree=4474
num_leaves=31
num_cat=0
split_feature=0 0 6 1 3 3 0 4 0 1 3 0 3 3 1 5 5 5 5 1 5 4 2 1 2 5 5 5 5 2
split_gain=3.58842e+11 3.95719e+12 5.72747e+12 1.09795e+13 8.88791e+12 8.79131e+12 8.5559e+12 8.49752e+12 7.1771e+12 7.42908e+12 1.56311e+13 6.96502e+12 1.04755e+13 6.17585e+13 1.37129e+13 1.28006e+13 1.25195e+13 1.51869e+13 1.14836e+13 1.14783e+13 8.33495e+12 1.32866e+13 1.12184e+13 1.58668e+13 1.03357e+13 7.81662e+12 7.44158e+12 2.17796e+13 1.21471e+13 8.59665e+12
threshold=54.947737500000009 54.942865800000007 1.5000000000000002 82.957885500000017 14.500000000000002 12.500000000000002 54.943649450000002 1.5000000000000002 54.943649450000002 82.975438000000011 9.5000000000000018 54.946533000000009 17.500000000000004 11.500000000000002 82.966612450000014 39.805000000000007 84.030000000000015 73.405000000000015 32.615000000000009 82.966612450000014 62.995000000000012 2.5000000000000004 2.5000000000000004 82.970752000000019 1.5000000000000002 59.005000000000003 56.835000000000008 64.805000000000021 56.005000000000003 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -7 -3 -5 10 -10 12 13 18 -15 19 17 26 -12 -14 21 -20 24 -24 -23 -25 28 -28 -17 -30
right_child=-2 2 4 8 -6 6 -8 -9 9 -11 11 -13 15 14 -16 16 -18 -19 20 -21 -22 22 23 25 -26 -27 27 -29 29 -31
leaf_value=15.47052993963146 21.239749676786872 -1623.3222205415614 -1728.1766752337689 -1964.2180807019752 8854.3267377017255 -73856.439624999999 -13218.160142299108 -9932.6004178930671 -28341.21302775931 -4904.3656957970907 -3751.3087774177638 -599.94805004568218 54894.975346898325 52791.695710947824 -20558.910299246651 574.7623921220918 31429.448625898782 -18941.270158149404 2277.0817149305208 8833.4591183482535 -585.51213374057636 4951.4417040612097 26576.911384851795 19545.843392751187 30908.553172546242 -4789.0500275190925 30072.85909016927 316.36123170572017 -7974.9964871864449 8446.9108515215758
leaf_weight=1363348 2798789 3400 33453 15880 787 25 336 1929 188 2646 3734 35310 67 284 28 4850 113 509 32484 281 9567 242 272 158 419 802 264 3602 4051 346
leaf_count=1363348 2798789 3400 33453 15880 787 25 336 1929 188 2646 3734 35310 67 284 28 4850 113 509 32484 281 9567 242 272 158 419 802 264 3602 4051 346
internal_value=0 -39.125 -516.175 -192.753 -1651.17 -1895.68 -17417.5 -4631.13 10.9739 323.955 465.741 521.353 1159.2 1862.93 46208.9 -1238.88 -1718.77 -1993.75 1572.74 17701.6 2025.13 2751.67 10895.6 5256.77 21405.3 -783.932 -1335.9 2348.36 -2876.23 -6682.76
internal_weight=0 1.51938e+06 156027 121426 34601 33814 361 5329 116097 100217 97571 97383 62073 47990 312 14083 13735 13622 47678 348 43944 34377 1893 1232 661 960 13113 3866 9247 4397
internal_count=4318164 1519375 156027 121426 34601 33814 361 5329 116097 100217 97571 97383 62073 47990 312 14083 13735 13622 47678 348 43944 34377 1893 1232 661 960 13113 3866 9247 4397
is_linear=0
shrinkage=0.1


Tree=4475
num_leaves=31
num_cat=0
split_feature=3 0 2 5 5 0 1 2 5 4 5 5 1 5 5 0 0 0 5 1 1 0 5 4 5 1 5 5 1 1
split_gain=3.32146e+11 2.63116e+12 1.85755e+13 1.85923e+13 3.61197e+13 1.71615e+13 1.13991e+13 2.11845e+13 1.66213e+13 1.756e+13 1.34172e+13 1.30021e+13 1.07064e+13 9.00741e+12 2.89858e+13 2.53309e+13 9.8459e+12 1.67335e+13 9.03545e+12 5.52736e+13 6.88447e+13 5.16612e+13 3.76083e+13 2.18323e+13 2.07482e+13 1.98204e+13 3.07558e+13 1.66539e+13 5.68674e+13 8.07207e+13
threshold=3.5000000000000004 45.022371150000005 2.5000000000000004 225.45000000000002 161.85000000000002 45.053747000000008 37.328003200000005 1.5000000000000002 77.715000000000018 3.5000000000000004 81.910000000000011 75.750000000000014 38.781124500000011 109.05000000000001 128.92000000000004 43.592450450000008 44.580511600000001 43.514103700000014 54.410000000000004 39.726951800000002 39.863684800000009 44.678200800000006 55.990000000000002 3.5000000000000004 65.905000000000015 40.810045900000013 75.750000000000014 83.010000000000005 39.047276750000002 37.998366300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 13 12 7 10 -9 -10 11 -1 -3 18 16 -16 17 -15 -4 21 -21 22 -20 24 -24 26 -22 28 29 -26
right_child=-2 5 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 -19 19 20 25 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=4984.7912410841682 -6.7888370810343872 -38010.968549029036 4571.3103870309924 94435.149283854174 -113687.38681250002 158.21407025123966 368.65771654971775 -28649.051888370697 72578.565345982148 -37153.627171874999 -43772.779815340909 85177.815811011911 -4387.4872072893868 -33454.254542824077 78451.746459960938 -53253.040015709928 -3829.1656250000001 -149527.66993885869 181020.05831640627 -72347.664771469004 13316.404896418253 9997.4572834700994 27722.209068325112 -47577.015156250003 59175.150824652781 -879.12451457977295 121699.93758680555 35566.180070465685 39205.386920362907 306041.39711538464
leaf_weight=543 4074053 96 3213 24 25 208314 22610 535 35 25 55 21 7001 27 40 23 20 23 25 127 96 417 114 20 27 480 36 51 62 26
leaf_count=543 4074053 96 3213 24 25 208314 22610 535 35 25 55 21 7001 27 40 23 20 23 25 127 96 417 114 20 27 480 36 51 62 26
internal_value=0 113.301 1012.74 6636.22 6201.93 -6.53469 -138.201 -9578.14 -23051.8 26856.8 3373.14 7970.7 -4842.31 6822.87 -18840.1 30369 -63128.4 -86848 7550 14012.2 -5345.82 33292 63180.6 53360.7 60570.5 8558.16 42875.6 83129 104222 180279
internal_weight=0 244111 28700 4876 4852 215411 23824 1214 595 60 619 564 7097 4827 133 63 70 50 4694 1481 739 742 325 300 280 612 132 166 115 53
internal_count=4318164 244111 28700 4876 4852 215411 23824 1214 595 60 619 564 7097 4827 133 63 70 50 4694 1481 739 742 325 300 280 612 132 166 115 53
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=31
num_cat=0
split_feature=3 0 0 5 6 1 0 0 0 1 1 1 5 0 1 1 3 3 5 4 5 5 3 5 5 2 5 5 3 1
split_gain=3.31018e+11 3.34575e+12 1.87808e+13 1.31955e+13 1.25511e+13 3.51502e+13 2.30691e+13 1.83962e+13 2.57631e+13 3.89218e+13 3.00028e+13 6.32652e+13 2.9044e+13 4.45512e+13 1.99244e+13 4.68851e+13 1.80308e+13 1.78925e+13 1.68954e+13 3.05518e+13 1.62486e+13 4.00608e+13 4.66426e+13 1.60798e+13 1.57572e+13 1.56988e+13 1.5723e+13 1.52833e+13 1.50778e+13 1.4876e+13
threshold=9.5000000000000018 47.208883950000008 46.672631750000008 107.05000000000001 1.5000000000000002 37.314272700000011 45.070824200000011 45.073740550000004 45.091904500000005 39.047276750000002 38.969379750000009 38.959914000000005 104.75000000000001 45.084117700000007 39.718803500000007 39.630124250000001 21.500000000000004 12.500000000000002 67.990000000000023 2.5000000000000004 89.00500000000001 92.035000000000011 15.500000000000002 64.805000000000021 39.995000000000012 9.5000000000000018 161.85000000000002 132.05000000000004 20.500000000000004 38.096381250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 -7 12 10 11 29 -9 17 15 18 24 -14 -11 -20 -21 22 -22 -8 -12 -23 -27 -15 -26 -10
right_child=1 -3 3 -5 5 7 23 8 9 14 16 -13 13 27 -16 -17 -18 -19 19 20 21 25 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-30.674406666067121 -188.36403868904696 70.207827994426367 -4222.3583861926509 -49082.097774621216 13733.088674563962 -232.10178394955778 2329.3993334940765 -6679.3330706947427 67789.305034722231 9090.3041980659527 4076.2131864388352 -56665.008999706704 35401.042578125001 154348.88482666016 -9379.4247046975543 158956.50169270835 -27339.212329495338 -64073.09919507576 89655.838208007815 -3954.8709768282315 237013.60062500002 49083.889328577905 23631.162611607142 9049.0297268808172 -2678.8736650434203 19423.786518895351 -77940.83411458334 46076.254758522729 26723.527978791491 -7133.5357180460305
leaf_weight=1938624 51623 2077449 10087 66 1716 181147 18396 13097 27 773 5840 293 40 32 272 24 248 33 80 147 20 69 21 4416 11922 43 27 22 177 1433
leaf_count=1938624 51623 2077449 10087 66 1716 181147 18396 13097 27 773 5840 293 40 32 272 24 248 33 80 147 20 69 21 4416 11922 43 27 22 177 1433
internal_value=0 24.9906 -285.964 -4513.97 -138.922 -522.498 981.907 -635.863 -2747.3 -604.296 -1764.16 -14258.4 -6217.84 41373.8 15064.9 20587.2 -559.878 -9566.72 17772.9 34263.5 20711.8 40856.3 127720 3630.2 -189.664 15234.6 -18131.1 110238 -2248.74 -5747.98
internal_weight=0 2.37954e+06 302091 10153 291938 217503 74435 215787 34640 21416 19940 1753 13224 127 1476 1204 18187 73 1180 407 327 180 41 22812 17939 139 70 54 12099 1460
internal_count=4318164 2379540 302091 10153 291938 217503 74435 215787 34640 21416 19940 1753 13224 127 1476 1204 18187 73 1180 407 327 180 41 22812 17939 139 70 54 12099 1460
is_linear=0
shrinkage=0.1


Tree=4477
num_leaves=31
num_cat=0
split_feature=1 5 5 1 1 3 0 0 0 1 4 0 0 5 5 0 5 2 1 0 5 1 3 4 2 5 0 3 3 2
split_gain=3.29755e+11 1.57094e+12 4.86722e+12 5.74892e+12 5.57646e+12 5.07718e+12 4.57566e+12 5.60116e+12 1.30648e+13 9.24596e+12 6.40383e+12 8.99396e+12 6.05043e+12 1.58655e+13 1.61018e+13 2.09757e+13 6.93876e+12 1.127e+13 5.88111e+12 2.79508e+13 7.80939e+12 1.94213e+13 9.67214e+12 7.97728e+12 7.0184e+12 5.92425e+12 1.18021e+13 5.74e+12 5.62131e+12 6.50852e+12
threshold=83.000022850000008 39.995000000000012 41.305000000000007 83.015546400000019 83.053286850000021 17.500000000000004 56.054485600000007 55.07108800000001 55.078308950000007 83.691301500000009 2.5000000000000004 55.993277250000013 55.030402950000003 33.005000000000003 32.355000000000011 55.034903650000011 38.010000000000012 1.5000000000000002 83.006817700000013 55.017213950000006 36.515000000000008 83.053286850000021 17.500000000000004 1.5000000000000002 4.5000000000000009 37.505000000000003 54.990279300000005 17.500000000000004 9.5000000000000018 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 7 12 28 -10 -11 -12 16 14 15 -14 18 -18 19 24 -20 22 25 -23 -2 -22 -27 -25 -9 -30
right_child=1 2 -4 4 5 -7 -8 8 9 10 11 -13 13 -15 -16 -17 17 -19 20 -21 21 23 -24 27 -26 26 -28 -29 29 -31
leaf_value=10.394575360860372 -2037.6312844581128 6506.0178933738971 -31.728496218623658 -5196.6308114351123 1073.9182328800634 8901.737526623725 1771.9172570584442 29124.590703125003 7430.7172560600393 -2160.983992898276 -8731.8235468750008 76092.510367187497 29125.764799005687 9041.4228511339188 -11933.739353485404 -788.13512511745819 1582.6751133176597 -2576.0014938940585 -720.53026180586869 10788.852949327184 19004.686287272674 1364.597658621087 -17588.022718996424 -6256.848730054412 1802.4858180098327 -9693.8708606580749 15618.928274916247 -32692.581466144064 -23329.060592718 -6551.8091928616841
leaf_weight=3782924 8385 2241 357311 1300 9698 906 9728 30 1095 16696 25 25 275 2421 1034 1588 8603 26868 64672 2825 903 4878 107 766 11007 274 562 92 458 467
leaf_count=3782924 8385 2241 357311 1300 9698 906 9728 30 1095 16696 25 25 275 2421 1034 1588 8603 26868 64672 2825 903 4878 107 766 11007 274 562 92 458 467
internal_value=0 -73.4659 40.2935 1859.61 984.897 1742.72 -331.468 -464.288 -2081.82 -1471.84 -2053.97 33680.3 -239.513 3066.53 -1926.63 3627.5 -374.816 -1567.37 72.9523 1495.83 -364.562 2671.73 11593.2 -199.434 142.039 13388.7 7322.63 -9091.45 -13477.1 -14858.8
internal_weight=0 535240 371456 14145 11904 10604 163784 154056 18796 17841 16746 50 135260 5318 2897 1863 129942 35471 94471 22217 72254 7582 1846 5736 19392 1739 836 858 955 925
internal_count=4318164 535240 371456 14145 11904 10604 163784 154056 18796 17841 16746 50 135260 5318 2897 1863 129942 35471 94471 22217 72254 7582 1846 5736 19392 1739 836 858 955 925
is_linear=0
shrinkage=0.1


Tree=4478
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 0 0 5 0 3 0 0 0 3 2 1 0 2 0 3 0 1 3 6 1 0 1 1 3 2
split_gain=3.69462e+11 3.2629e+12 9.20743e+12 6.6256e+12 9.46351e+12 8.54671e+12 6.41922e+12 6.91451e+12 7.65047e+12 1.10168e+13 2.68974e+13 3.30126e+13 3.10223e+13 1.41974e+13 1.1273e+13 1.00464e+13 9.8708e+12 3.44465e+13 1.27015e+13 8.67343e+12 8.9072e+12 7.50186e+12 9.19921e+12 1.64922e+13 7.49347e+12 7.26527e+12 6.87338e+12 1.67255e+13 1.01137e+13 1.02009e+13
threshold=33.57500000000001 32.475000000000001 38.422276900000007 18.500000000000004 53.243495500000009 55.755036050000008 54.943649450000002 32.910000000000004 55.899899800000007 14.500000000000002 55.801980100000009 55.755036050000008 55.784980300000008 16.500000000000004 2.5000000000000004 37.615058950000012 55.751981950000008 13.500000000000002 55.734663800000007 22.500000000000004 55.860536450000005 37.66934650000001 17.500000000000004 1.5000000000000002 37.869926150000005 55.551692500000009 37.39371280000001 37.832345550000007 13.500000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 25 9 -9 11 16 -13 -14 -12 19 18 -18 -11 20 -16 -17 -23 -24 -25 -8 28 -28 29 -27
right_child=-2 2 3 4 -6 -7 7 8 -10 10 14 12 13 -15 15 21 17 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-30.356734916053671 -11.851848339777773 3516.4944124915028 966.31070177107904 5957.1871808132555 16.884448203980199 20401.604218178138 -14435.204272460938 -6929.7368406275273 -616.55785914113528 3102.9433959787543 36708.288053385419 125427.13136156659 65593.024780868902 -14158.010299744899 -20861.256018813776 -95001.176914062511 -63600.411584821428 73145.870500000005 40416.39753667092 -23012.505716819327 34567.346101314921 1947.2070760758197 -13598.868221609933 -116937.9302652995 -51818.891051962215 5755.6588332905021 10858.637743816931 -4036.9280037077351 3703.8832236890371 -11465.264833021127
leaf_weight=509046 3709212 2922 67367 1564 1897 555 286 6047 10096 1320 36 43 41 49 49 20 70 25 98 174 71 61 84 30 43 475 1994 1212 2030 1247
leaf_count=509046 3709212 2922 67367 1564 1897 555 286 6047 10096 1320 36 43 41 49 49 20 70 25 98 174 71 61 84 30 43 475 1994 1212 2030 1247
internal_value=0 72.1913 594.699 1201.54 5147.4 9740.41 -924.005 -1430.83 -2463.21 -4720.05 1315.15 7789.94 55555.9 22173 -17448.1 -21112.8 3591.08 -27614.5 5681.73 -8748.63 11934 -36386.1 -31008.6 -43813.1 -78580.1 1185.33 1827.39 5227.5 -1077.92 -6715.01
internal_weight=0 608952 99906 71383 4016 2119 28523 25601 18357 8261 2214 1646 133 90 568 532 1513 95 1418 294 120 238 218 157 73 7244 6958 3206 3752 1722
internal_count=4318164 608952 99906 71383 4016 2119 28523 25601 18357 8261 2214 1646 133 90 568 532 1513 95 1418 294 120 238 218 157 73 7244 6958 3206 3752 1722
is_linear=0
shrinkage=0.1


Tree=4479
num_leaves=31
num_cat=0
split_feature=0 5 5 1 1 2 2 5 1 4 3 3 1 5 5 3 5 1 4 3 4 1 2 1 1 1 5 3 5 5
split_gain=3.2646e+11 1.31609e+12 3.94781e+12 3.48732e+12 7.61666e+12 8.42675e+12 1.2251e+13 8.96011e+12 7.15324e+12 6.225e+12 6.13912e+12 5.92754e+12 6.69552e+12 1.82795e+13 3.58225e+13 1.41088e+13 6.62205e+12 1.4471e+13 1.03861e+13 7.79386e+12 7.82719e+12 8.54659e+12 1.49002e+13 1.31708e+13 6.01401e+12 5.45675e+12 6.07441e+12 4.41703e+12 4.51005e+12 6.24667e+12
threshold=61.785186750000001 71.715000000000018 69.015000000000015 59.76223980000001 34.359746700000009 4.5000000000000009 2.5000000000000004 87.395000000000024 65.659480050000013 3.5000000000000004 11.500000000000002 2.5000000000000004 35.911716050000003 84.030000000000015 93.00500000000001 5.5000000000000009 87.395000000000024 39.826386800000009 2.5000000000000004 9.5000000000000018 3.5000000000000004 53.664171200000006 5.5000000000000009 53.243495500000009 49.964253350000007 86.067573200000012 82.00500000000001 3.5000000000000004 79.730000000000018 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 27 9 -5 -8 11 24 13 -13 -15 -16 18 -18 -14 20 21 22 23 -19 -6 26 -10 -3 -29 -30
right_child=1 3 -4 8 10 -7 7 -9 25 -11 -12 12 16 14 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=2.2878046690458733 -321.93969668670934 3967.9858881786622 -6748.9634628587855 -20456.560127307792 -45046.138384486607 -25548.103222167971 21254.393571820176 49879.701156277129 -376.44361979166666 -35654.824060479528 -8192.1301489526104 -8112.4362333409927 60389.505670290586 146472.49052734376 57633.94153320312 -33086.194895833338 -84650.041386718745 -86794.349969951931 12134.167544917946 55585.080048076925 14370.317612022212 -78670.263760653412 61031.892986505678 17090.68070652174 6802.5783084992436 -679.30864589392843 72370.398366477268 -4936.5848248106067 -85515.749786931832 -21373.513730169805
leaf_weight=4288474 25465 99 993 185 35 150 57 72 24 29 182 68 49 32 40 30 20 26 497 26 121 22 22 23 62 1202 22 66 22 49
leaf_count=4288474 25465 99 993 185 35 150 57 72 24 29 182 68 49 32 40 30 20 26 497 26 121 22 22 23 62 1202 22 66 22 49
internal_value=0 -330.455 -563.153 1574.48 4506.17 -5376.84 2302.58 23853.5 -2105.99 2064.08 8790.12 11670.6 14013.8 32048.5 58822.5 18753.9 10209.9 -2925.35 16464.8 3885.04 -2396.28 -24210.9 -7336.14 -38032 -11905.7 614.251 34415.5 -12125.6 -23755.2 -41248.6
internal_weight=0 29690 26458 3232 1799 544 394 158 1433 86 1255 1073 976 170 102 70 806 260 546 240 214 93 71 49 97 1248 46 236 137 71
internal_count=4318164 29690 26458 3232 1799 544 394 158 1433 86 1255 1073 976 170 102 70 806 260 546 240 214 93 71 49 97 1248 46 236 137 71
is_linear=0
shrinkage=0.1


Tree=4480
num_leaves=31
num_cat=0
split_feature=2 6 3 5 5 5 0 0 0 5 5 3 0 0 1 5 0 5 1 1 0 3 5 5 5 0 1 5 3 4
split_gain=3.0573e+11 6.14053e+12 8.32139e+12 1.57042e+13 9.77523e+12 1.03865e+13 9.72627e+12 9.11947e+12 1.37564e+13 1.08782e+13 8.94855e+12 7.59512e+12 1.06239e+13 4.04139e+13 2.49934e+13 2.57668e+13 3.0365e+13 2.83994e+13 2.36367e+13 3.84379e+13 4.34749e+13 3.7744e+13 2.83807e+13 2.92825e+13 4.58248e+13 3.62557e+13 2.68462e+13 2.99616e+13 2.29242e+13 2.2621e+13
threshold=1.5000000000000002 1.5000000000000002 13.500000000000002 75.750000000000014 137.05000000000004 104.75000000000001 44.039893800000009 45.087005000000012 45.067452850000002 55.990000000000002 92.035000000000011 10.500000000000002 55.349623500000007 55.826364100000013 60.08989780000001 75.015000000000015 55.842510000000011 80.00500000000001 37.098288800000006 37.503486000000002 55.701368300000006 7.5000000000000009 38.905000000000008 96.015000000000015 81.00500000000001 55.576287050000012 37.275078000000001 70.00500000000001 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 10 -4 8 -8 -10 -5 12 -3 18 15 -15 17 -17 -14 20 22 28 -20 24 26 -26 27 -24 -22 -18
right_child=-2 11 3 4 -6 -7 7 -9 9 -11 -12 -13 13 14 -16 16 29 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=409.23202370343364 -10.068947071560533 -418.94887809662652 -47365.305527343757 14726.162079183014 -44884.274292834052 43310.675937500004 5116.344616423743 1265.1083184324682 20654.627393740702 73137.830872938372 -7954.7813744638479 -1466.9420563843723 -6099.8046736469787 -663.33078957767304 2013.420262793921 -115890.27923177084 29853.450624771562 -19256.10469573607 8908.2202340593321 2829.7384696609902 -28761.539153489332 -24244.805937034402 16671.401672743268 -43337.502360733699 48179.631845990349 197708.35413306451 43313.911065814144 -100161.03647257487 15693.547090940909 -6980.3539870103386
leaf_weight=86538 3777275 226533 40 1181 29 110 709 11546 147 54 204 36753 2617 88666 34570 48 171 83 698 40808 130 409 257 46 34 31 696 24 1077 6680
leaf_count=86538 3777275 226533 40 1181 29 110 709 11546 147 54 204 36753 2617 88666 34570 48 171 83 698 40808 130 409 257 46 34 31 696 24 1077 6680
internal_value=0 70.3161 775.383 3035.44 12619 13734.4 1866.64 2024.74 11662.8 34754.6 11385.4 -90.6995 34.6321 614.999 -291.018 -1123.91 -6972.9 -54664 3134.48 3681.1 13893.4 2009.17 24646.5 34743.3 38190.2 119493 32781.1 6692.83 10905.5 -6060.99
internal_weight=0 540889 100558 14020 1524 1495 12496 12456 910 201 1385 440331 403578 177045 130218 95648 6982 131 46827 44210 3402 1616 1786 1088 1042 65 977 281 1207 6851
internal_count=4318164 540889 100558 14020 1524 1495 12496 12456 910 201 1385 440331 403578 177045 130218 95648 6982 131 46827 44210 3402 1616 1786 1088 1042 65 977 281 1207 6851
is_linear=0
shrinkage=0.1


Tree=4481
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 5 0 6 1 1 6 2 1 2 1 0 0 0 2 3 3 3 0 3 2 1 0 0 5 3
split_gain=3.02959e+11 4.6391e+12 2.81111e+13 1.99207e+13 2.26883e+13 3.19549e+13 3.25013e+13 2.00882e+13 1.28885e+13 1.65858e+13 1.87518e+13 1.47822e+13 1.50121e+13 1.52133e+13 2.73297e+13 2.34666e+13 2.83709e+13 1.74772e+13 1.30853e+13 1.15883e+13 3.81999e+13 2.07273e+13 1.63979e+13 1.84115e+13 2.06384e+13 1.85927e+13 1.21317e+13 4.72354e+13 4.06618e+13 3.09752e+13
threshold=54.035000000000004 54.990000000000002 17.500000000000004 37.642309100000013 37.620907050000007 54.410000000000004 55.727011600000004 1.5000000000000002 37.582182450000005 30.278357500000002 1.5000000000000002 9.5000000000000018 37.475443250000005 5.5000000000000009 37.487839250000007 55.657530000000008 55.777112100000004 55.777112100000004 1.5000000000000002 8.5000000000000018 7.5000000000000009 6.5000000000000009 60.029906750000002 13.500000000000002 1.5000000000000002 37.533784800000006 59.932719750000011 59.939091550000008 54.410000000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 -8 9 18 19 12 -12 14 -14 -15 -17 -16 -2 20 21 -11 23 24 -21 -25 -26 29 -29 -28
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 11 -13 13 15 17 16 -18 -19 -20 22 -22 -23 -24 25 26 -27 27 28 -30 -31
leaf_value=-21.40783881654658 27443.195388322536 12.709886362329534 -4372.6791188959533 1235.9676444990419 91692.966932579147 100308.57018821023 12955.352126736112 -114221.85336277174 -9985.116374025898 12944.577572180708 5695.410615529695 -11583.737934645242 113878.06050000001 15849.558566810345 24581.611307246771 201697.78457031251 48932.223752520164 -33182.432607362331 -7479.9419029889796 137531.96469494049 -58009.497430098687 116936.0793138587 -56126.628941406256 11598.27922806047 21490.793776874398 75310.834821428565 236265.46031250001 60147.828464434227 -45927.939008884801 73323.339174107154
leaf_weight=2611969 123 1681305 6320 13114 77 22 27 23 397 115 1703 391 25 58 145 20 31 82 840 21 76 23 25 702 258 49 20 124 51 28
leaf_count=2611969 123 1681305 6320 13114 77 22 27 23 397 115 1703 391 25 58 145 20 31 82 840 21 76 23 25 702 258 49 20 124 51 28
internal_value=0 32.7727 1388 3348.56 8426.37 46911.7 -979.439 -45546.2 7345.85 8747.15 11618 6244.6 9621.97 28145.3 14644.1 59359 108840 3715.3 -3019.35 20459.6 -1077.41 30276.5 24065.9 25665.9 40492.4 15755.3 36255.7 53338 29234.3 141216
internal_weight=0 1.7062e+06 24890 18570 5456 149 72 50 5307 4910 3947 2455 2064 361 252 109 51 227 963 1492 214 138 1278 1253 502 751 481 223 175 48
internal_count=4318164 1706195 24890 18570 5456 149 72 50 5307 4910 3947 2455 2064 361 252 109 51 227 963 1492 214 138 1278 1253 502 751 481 223 175 48
is_linear=0
shrinkage=0.1


Tree=4482
num_leaves=31
num_cat=0
split_feature=3 5 4 1 5 5 1 0 0 0 0 5 4 0 0 1 0 5 1 1 5 1 5 1 5 3 0 0 2 0
split_gain=2.9803e+11 2.52688e+12 8.18142e+12 1.2902e+13 9.09396e+12 1.12505e+13 8.03164e+12 1.20878e+13 3.49213e+13 2.2418e+13 2.05865e+13 1.47638e+13 1.53728e+13 1.74478e+13 1.14386e+13 1.0003e+13 1.01428e+13 9.79526e+12 9.05204e+12 1.38887e+13 1.54172e+13 1.14981e+13 1.12195e+13 8.39982e+12 7.09437e+12 7.07415e+12 6.83802e+12 6.77259e+12 1.37255e+13 2.26908e+13
threshold=3.5000000000000004 49.505000000000003 1.5000000000000002 30.332994000000003 51.405000000000008 56.005000000000003 39.969502550000009 55.812836050000008 55.708120100000009 55.645049100000001 55.56564190000001 55.005000000000003 1.0000000180025095e-35 59.609407350000005 57.265292900000006 40.247294600000011 43.642715500000008 73.405000000000015 39.925119750000007 39.726951800000002 64.805000000000021 37.971176850000006 55.990000000000002 37.516458750000005 44.005000000000003 2.5000000000000004 57.60800230000001 45.022371150000005 2.5000000000000004 44.580511600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 -3 -6 7 8 9 10 18 14 26 17 23 16 -8 -14 19 21 22 -5 -21 -9 -1 -23 -13 28 -27 -30
right_child=-2 2 -4 6 5 -7 15 11 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 25 -24 -25 -26 27 -28 -29 29 -31
leaf_value=31.214357326194701 -6.4307366345530248 6984.8847911005432 -119.96129524058618 -16320.076537766799 -127614.72984375 -33093.692463235297 -92008.738503502158 90082.847088068185 -102054.03059895834 84791.834375000006 -97899.887593410327 22290.833600983795 15617.870125882919 139246.36674804689 -8017.4567490307254 -7842.8051284727671 -9072.1281250000011 74935.170251736112 59784.188349184784 -36921.222817095593 30109.749101562502 -14426.455535188268 -129886.08536086312 9288.5438256048401 1795.0673926331165 44704.21051793982 -51909.254144021746 3508.7904174429091 -70079.682104492196 54398.67578125
leaf_weight=120191 4074053 23 92532 306 20 34 29 22 36 29 23 27 73 20 268 1468 30 45 23 34 20 122 21 31 28142 135 23 325 32 27
leaf_count=120191 4074053 23 92532 306 20 34 29 22 36 29 23 27 73 20 268 1468 30 45 23 34 20 122 21 31 28142 135 23 325 32 27
internal_value=0 107.325 -293.066 -5227.68 -45673.1 -68101.5 -4244.94 609.887 -5140.96 -1960.59 -4316.22 13410.9 35665.2 52877.6 377.225 -9465.39 -49837.6 38238.9 -2256.49 -3652.71 -45076.5 -372.05 -72416.9 42825.8 365.856 7241.2 -11841.2 12334.6 27120 -13115
internal_weight=0 244111 95778 3246 77 54 3169 1642 1133 1097 1068 509 188 138 321 1527 59 118 1045 1022 75 947 55 53 148333 641 50 519 194 59
internal_count=4318164 244111 95778 3246 77 54 3169 1642 1133 1097 1068 509 188 138 321 1527 59 118 1045 1022 75 947 55 53 148333 641 50 519 194 59
is_linear=0
shrinkage=0.1


Tree=4483
num_leaves=31
num_cat=0
split_feature=5 2 0 0 5 1 1 5 2 2 2 1 1 3 5 6 0 1 1 1 3 1 1 5 4 5 5 1 5 5
split_gain=3.03484e+11 2.92466e+12 5.66686e+12 1.45994e+13 3.6054e+13 3.06397e+13 3.47212e+13 2.78519e+13 2.76152e+13 1.97885e+13 2.0865e+13 1.57389e+13 1.38443e+13 2.84815e+13 1.95395e+13 1.62051e+13 1.37274e+13 2.79544e+13 3.48777e+13 2.07925e+13 3.6169e+13 2.34837e+13 2.12529e+13 1.79937e+13 1.70046e+13 1.53082e+13 1.51485e+13 1.31263e+13 1.69861e+13 3.79484e+13
threshold=55.405000000000008 7.5000000000000009 55.885524800000006 55.86787755000001 48.035000000000004 37.417247200000006 37.487839250000007 38.210000000000008 11.500000000000002 11.500000000000002 14.500000000000002 37.39371280000001 37.503486000000002 18.500000000000004 38.010000000000012 1.5000000000000002 55.899899800000007 37.533784800000006 37.457850350000008 37.692869000000009 9.5000000000000018 37.66934650000001 38.058342000000003 40.905000000000008 1.0000000180025095e-35 36.005000000000003 33.805000000000007 37.620907050000007 43.605000000000011 44.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 9 11 -9 -7 -11 -5 13 -13 -14 -15 17 18 -4 20 -19 24 23 -21 -22 -20 -26 -10 -29 -30
right_child=-2 2 16 4 5 6 -8 8 27 10 -12 12 14 15 -16 -17 -18 19 25 22 21 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-87.245970897133205 33.935405658028536 263.98868804995095 -4805.7534352418552 -16017.602845714937 -32005.650136102697 12767.888070913461 19273.088198386227 -18113.978733098476 8140.0196840710987 173998.93911290323 54908.912388392855 49025.386164855961 4483.3487137871625 29855.439462280276 50389.056521826678 -12174.891081486192 -168.30545345084184 61858.35247522757 -3554.7705131530765 -5480.1773548799401 90481.133984375003 56124.44589972245 -3061.0548521046931 -71633.735058593753 -42257.623417337833 -48556.112902262794 477.05113018098427 -16241.849583853073 107771.68083881581 -8418.5824765805846
leaf_weight=1907388 1636543 522533 706 248 107 26 1178 1089 1217 31 28 256 2102 160 97 215 240956 109 94 68 20 76 377 104 89 386 1220 595 38 108
leaf_count=1907388 1636543 522533 706 248 107 26 1178 1089 1217 31 28 256 2102 160 97 215 240956 109 94 68 20 76 377 104 89 386 1220 595 38 108
internal_value=0 -20.7101 143.206 326.845 4709.02 19374.1 23726.9 1428.84 -5348.7 85451.5 117482 8138.12 10254.9 23311.8 6508.29 5758.05 -255.366 -6712.08 -18945.8 320.958 6366.39 2061.32 -16350.8 -45480 -1030.33 -39743.4 -2428.51 1751.08 -8741.95 21822.7
internal_weight=0 2.68162e+06 774233 530028 7495 1370 1263 6125 3047 85 59 3078 2830 631 2199 375 244205 3249 1186 2063 1514 1405 549 172 1329 480 1309 1958 741 146
internal_count=4318164 2681621 774233 530028 7495 1370 1263 6125 3047 85 59 3078 2830 631 2199 375 244205 3249 1186 2063 1514 1405 549 172 1329 480 1309 1958 741 146
is_linear=0
shrinkage=0.1


Tree=4484
num_leaves=31
num_cat=0
split_feature=5 6 5 2 3 1 2 2 3 0 4 1 5 2 1 3 1 1 0 1 0 1 0 1 1 3 0 0 5 0
split_gain=3.32108e+11 4.21314e+12 1.02324e+13 1.81094e+13 1.21387e+13 1.10617e+13 1.44997e+13 1.74787e+13 9.14914e+12 9.72817e+12 1.23078e+13 9.33919e+12 1.26982e+13 1.74185e+13 1.42103e+13 2.36875e+13 1.33508e+13 2.92301e+13 3.25588e+13 2.9633e+13 2.09264e+13 3.97253e+13 6.33565e+13 1.40394e+13 2.20386e+13 4.13866e+13 5.55094e+13 4.22501e+13 4.62418e+13 1.01692e+14
threshold=41.505000000000003 1.5000000000000002 40.005000000000003 11.500000000000002 26.500000000000004 78.608766650000021 13.500000000000002 12.500000000000002 24.500000000000004 45.133160800000006 1.5000000000000002 37.971176850000006 37.995000000000012 23.500000000000004 37.832345550000007 19.500000000000004 37.832345550000007 37.752451500000006 55.645049100000001 37.792847950000002 55.777112100000004 37.944765900000007 55.664473600000008 37.692869000000009 37.457850350000008 13.500000000000002 55.91302515000001 55.674875350000008 39.805000000000007 55.701368300000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -5 7 -7 11 10 -10 12 14 16 -3 -16 17 23 -19 -20 21 22 -18 24 -14 -26 27 -27 -29 -30
right_child=-2 2 3 5 -6 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 20 18 19 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-210.4347216782615 -20.308508850308453 140.98749551161526 1855.7915350781991 -1025.9711295847731 -27618.515947440013 13323.768178625274 726.14008958017951 -21218.528974308381 -9934.4628508464884 2484.7115459338402 40450.294774433212 183.88507219975406 -464.59218570815813 -63425.033160665764 -2641.9435736920368 -31396.167954334873 -4387.2573031868023 -2833.9224239673295 -28307.555117526867 -4028.8425954395134 -5973.4526758066268 -13677.328758767464 24743.579755957486 4586.0743833764664 1497.6755129487392 -5211.4703068797407 28249.697384098909 -15556.910324237351 -143587.13851689879 -27677.373351050206
leaf_weight=470183 2810827 151696 71975 9423 140 171 867 1022 982 21795 51 713165 26324 46 12902 293 1321 3003 1312 815 1852 746 1717 3433 4877 3729 353 2625 92 427
leaf_count=470183 2810827 151696 71975 9423 140 171 867 1022 982 21795 51 713165 26324 46 12902 293 1321 3003 1312 815 1852 746 1717 3433 4877 3729 353 2625 92 427
internal_value=0 37.8706 150.437 1211.26 1798.57 -2477.15 -9115.25 -16267.4 57.4352 2035.29 -7446.93 8.92426 -564.592 -1916.32 -132.804 -3280.44 -1862.55 -2414.17 -9538.65 -19004.7 2736.52 6999.44 12076.7 -1541.05 -2088.44 -5620.29 -10424.4 -12410.7 -20949.5 -48224
internal_weight=0 1.50734e+06 1.03715e+06 83598 72115 11483 2060 1193 953556 22828 1033 930728 217563 52672 164891 13195 52626 46990 5130 2127 5636 3784 3038 41860 38427 12103 7226 6873 3144 519
internal_count=4318164 1507337 1037154 83598 72115 11483 2060 1193 953556 22828 1033 930728 217563 52672 164891 13195 52626 46990 5130 2127 5636 3784 3038 41860 38427 12103 7226 6873 3144 519
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 3 3 5 5 2 4 5 2 2 4 5 5 1 2 5 3 4 1 3 2 5 5 5 5
split_gain=3.79223e+11 4.58743e+12 1.92101e+13 1.56408e+13 4.4786e+13 1.60575e+13 2.84075e+13 2.98814e+13 2.37485e+13 1.97425e+13 1.95385e+13 1.71497e+13 1.55908e+13 2.19422e+13 1.48152e+13 1.51312e+13 1.53135e+13 2.49858e+13 1.35775e+13 1.35159e+13 1.31035e+13 2.17574e+13 3.05247e+13 3.60233e+13 2.60642e+13 5.18474e+13 2.07678e+13 2.07441e+13 1.79257e+13 1.50533e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 44.580511600000001 38.058342000000003 37.914142000000005 11.500000000000002 9.5000000000000018 67.990000000000023 65.905000000000015 5.5000000000000009 3.5000000000000004 150.04500000000004 11.500000000000002 1.5000000000000002 2.5000000000000004 65.50500000000001 51.405000000000008 37.832345550000007 14.500000000000002 63.145000000000003 18.500000000000004 2.5000000000000004 37.792847950000002 16.500000000000004 5.5000000000000009 89.00500000000001 84.030000000000015 86.02500000000002 40.205000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 12 7 10 -9 -8 11 -7 18 -14 -6 16 17 -16 20 -4 29 22 23 27 -24 -26 -27 -22 -29 -5
right_child=-2 -3 3 4 14 6 9 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-1661.2335187170586 -19.332977029700935 11.880606189608535 270.08420727266622 -701.18674392752609 -5.8724075029481142 17749.189992559997 -4553.0888420553774 40587.101783031423 152412.46638997397 -73819.604872881362 -6299.4975674669286 -69183.258050271746 139071.23477539062 876.35390263310182 32609.681875046284 103792.0265625 6273.2472265625001 104374.29921875001 -32671.214768763952 -55905.701398982565 -20320.266098297892 15158.457402593693 5432.4036148307669 83062.044714355477 60346.828683035717 23031.045289248515 -85820.474570681021 -144267.4915 -40898.623633291209 8741.1450262973085
leaf_weight=15343 3029015 1249634 10822 2911 106 1700 136 91 24 59 476 23 20 27 211 36 120 63 112 43 831 547 1517 32 42 21 106 25 51 4020
leaf_count=15343 3029015 1249634 10822 2911 106 1700 136 91 24 59 476 23 20 27 211 36 120 63 112 43 831 547 1517 32 42 21 106 25 51 4020
internal_value=0 45.4252 1106.25 2862.89 5161.41 3972.9 11144.1 14233 63924.6 -25510.7 11634.3 16588.7 2219.58 59682.7 33479.3 41733.8 36063.5 49110.3 1955.19 47.7594 2339.05 -2984.49 -6765.13 -21214.8 1282.45 -35968.9 -67821.4 -24893.8 -74901.5 4775.39
internal_weight=0 1.28915e+06 39515 24172 13307 12771 2509 2314 115 195 2199 1723 10262 47 536 430 394 274 10215 10865 10103 3172 2625 939 1686 169 127 907 76 6931
internal_count=4318164 1289149 39515 24172 13307 12771 2509 2314 115 195 2199 1723 10262 47 536 430 394 274 10215 10865 10103 3172 2625 939 1686 169 127 907 76 6931
is_linear=0
shrinkage=0.1


Tree=4486
num_leaves=31
num_cat=0
split_feature=3 1 1 0 1 5 0 6 0 3 5 0 5 2 5 5 1 5 3 0 5 0 5 0 0 3 4 5 0 4
split_gain=3.30976e+11 3.07671e+12 2.18627e+13 1.58473e+13 4.18746e+13 1.46015e+13 1.4137e+13 1.39706e+13 1.7211e+13 2.91588e+13 1.58011e+13 2.72098e+13 1.40107e+13 1.17173e+13 1.16129e+13 1.62831e+13 1.83502e+13 1.9004e+13 2.90103e+13 1.54603e+13 5.04365e+13 1.00572e+14 1.93601e+13 1.72407e+13 1.57894e+13 1.53217e+13 1.63604e+13 1.46393e+13 3.04604e+13 3.64093e+13
threshold=9.5000000000000018 60.55755580000001 60.648383500000008 56.758269450000007 60.58031445000001 34.920000000000009 57.057093650000006 1.5000000000000002 56.838612000000005 7.5000000000000009 69.610000000000014 56.819808050000006 77.715000000000018 3.5000000000000004 34.010000000000012 46.010000000000012 60.601268000000012 137.05000000000004 6.5000000000000009 56.831297550000009 107.05000000000001 56.838612000000005 104.75000000000001 56.863241500000008 56.876792350000009 2.5000000000000004 3.5000000000000004 76.00500000000001 56.838612000000005 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 9 -5 13 -12 -13 -11 -9 -16 17 19 -19 22 23 -22 -17 -21 -23 -25 -27 -18 29 -29
right_child=-2 2 -4 6 5 -7 -8 14 -10 10 11 12 -14 -15 15 16 27 18 -20 20 21 24 -24 25 -26 26 -28 28 -30 -31
leaf_value=46.003251141432337 24.989010762669515 12668.185280586549 -52.36613638703124 -31083.051867791059 -2494.8035058812334 -25608.986754813723 -17590.104573860499 1060.9677878101281 23503.472705534936 -34917.750917968748 -22847.804205877132 140265.91175271739 50460.851991637326 16724.16865606793 -5706.3614545059163 -8584.9248354431547 4457.9874750892777 24397.733097330729 -87501.977704326928 8278.3507454621176 239981.85709134617 -57139.737238281261 -61904.526523437504 25161.329621533529 49673.593560987909 -10309.789832166129 13520.344218061015 -91152.011473214297 -23684.421920832785 13828.03136290986
leaf_weight=1414595 2379540 540 484185 215 363 1106 575 8738 481 70 44 23 71 118 12933 2506 6418 36 65 1216 26 25 70 151 31 2478 326 35 595 589
leaf_count=1414595 2379540 540 484185 215 363 1106 575 8738 481 70 44 23 71 118 12933 2506 6418 36 65 1216 26 25 70 151 31 2478 326 35 595 589
internal_value=0 -30.6725 -237.655 -2489.29 -11144 -19897.3 -2029.74 -1789.61 9740.76 -2495.59 16358.1 42054.6 72434.4 -2504.21 -2114.79 -3123.88 -831.07 -4556.96 -47616.9 -3920.11 -217.088 77450.2 -10033.8 -1743.99 1989.07 -5868.25 -7539.24 2549.89 -7496.18 7939.73
internal_weight=0 1.93862e+06 524029 39844 2009 1469 37835 37260 1022 541 326 138 94 188 36238 27500 14567 6930 101 6829 4253 82 2576 4171 56 2955 2804 7637 1219 624
internal_count=4318164 1938624 524029 39844 2009 1469 37835 37260 1022 541 326 138 94 188 36238 27500 14567 6930 101 6829 4253 82 2576 4171 56 2955 2804 7637 1219 624
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=31
num_cat=0
split_feature=0 0 3 3 1 3 5 1 1 1 1 1 1 1 6 5 1 3 2 2 3 3 1 2 5 5 5 5 4 1
split_gain=3.4312e+11 2.40098e+13 3.45285e+13 9.55655e+13 3.90316e+13 5.34861e+13 6.3288e+13 3.80585e+13 3.25761e+13 2.77446e+13 7.13291e+13 2.70416e+13 2.68797e+13 2.74596e+13 3.51853e+13 5.97254e+13 4.75912e+13 5.85752e+13 4.12122e+13 2.63924e+13 2.53595e+13 2.56277e+13 2.5019e+13 2.476e+13 2.75224e+13 2.4648e+13 4.37391e+13 2.41564e+13 2.69654e+13 3.37501e+13
threshold=55.842510000000011 55.834684950000003 15.500000000000002 21.500000000000004 37.516458750000005 17.500000000000004 36.305000000000007 37.342273500000012 37.362912300000012 37.39371280000001 37.436176200000013 37.214886200000009 37.642309100000013 37.533784800000006 1.5000000000000002 42.605000000000011 37.39371280000001 22.500000000000004 4.5000000000000009 14.500000000000002 26.500000000000004 33.500000000000007 37.487839250000007 15.500000000000002 40.405000000000008 62.995000000000012 52.710000000000008 42.005000000000003 3.5000000000000004 37.559851850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 27 4 5 8 -7 -5 11 19 -11 -4 13 14 20 -16 -17 -18 -19 -10 -9 22 -22 -8 -25 26 -26 -3 -29 -30
right_child=-2 2 3 7 -6 6 23 12 9 10 -12 -13 -14 -15 15 16 17 18 -20 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=1.7996177672044222 40.913683235731639 -2074.2939609633868 32999.301824592141 -15979.863792541533 4985.6084927194497 -58129.250483630953 85623.464386206469 -41598.122819855926 76054.962197328234 -94451.383922230118 100037.85402462122 -30113.533176185345 -12034.396032888111 68366.620012019222 80058.384271673393 65982.117221520879 -171700.23323863637 126049.8155740489 -14370.923892518422 -32769.377959735575 -5591.2954644607125 -47296.517812390281 34804.534540505774 135473.63110119049 41781.772248883935 73398.708646537169 -131401.81675 -13318.06282532604 102035.39192274306 -1042.4038189923322
leaf_weight=2912192 1389978 4343 102 2087 861 42 305 154 156 44 33 203 808 78 155 98 22 23 229 26 399 89 249 21 35 37 25 5217 45 108
leaf_count=2912192 1389978 4343 102 2087 861 42 305 154 156 44 33 203 808 78 155 98 22 23 229 26 399 89 249 21 35 37 25 5217 45 108
internal_value=0 -19.4213 -3883.33 1894.61 20695.9 33841.2 58950 -6197.94 13139.8 39219.9 -11098.9 -9006.95 2662.67 10600.7 7423.13 27905.3 6174.86 -15216.1 -1554.75 60508.6 -4691.47 3020.37 9931.18 70574.9 31678.1 9206.9 -30378.1 -7619.68 -12104.5 29274.6
internal_weight=0 2.92819e+06 15994 6281 1890 1029 465 4391 564 259 77 305 2304 1496 1418 527 372 274 252 182 891 737 648 423 118 97 60 9713 5370 153
internal_count=4318164 2928186 15994 6281 1890 1029 465 4391 564 259 77 305 2304 1496 1418 527 372 274 252 182 891 737 648 423 118 97 60 9713 5370 153
is_linear=0
shrinkage=0.1


Tree=4488
num_leaves=31
num_cat=0
split_feature=3 4 1 0 5 2 2 2 5 1 2 2 3 6 5 0 5 5 5 2 5 3 3 1 1 5 4 2 0 2
split_gain=3.18341e+11 1.26093e+12 6.34039e+12 3.72747e+12 3.67837e+12 4.69088e+12 7.82767e+12 4.66541e+12 3.03418e+12 2.75991e+12 1.9739e+12 1.79783e+12 1.48725e+12 2.21306e+12 1.46891e+12 1.36553e+12 5.258e+12 6.29636e+12 3.14481e+13 1.9136e+13 1.11699e+13 8.20617e+12 1.01623e+13 1.35907e+13 7.76539e+12 1.05209e+13 1.25949e+13 8.41057e+12 9.47547e+12 7.49972e+12
threshold=28.500000000000004 3.5000000000000004 37.542000650000013 56.802385350000009 128.92000000000004 27.500000000000004 20.500000000000004 4.5000000000000009 93.00500000000001 55.912026600000011 5.5000000000000009 13.500000000000002 31.500000000000004 1.5000000000000002 101.05000000000001 55.806974650000008 85.020000000000024 73.405000000000015 71.715000000000018 15.500000000000002 70.50500000000001 30.500000000000004 31.500000000000004 37.737121850000008 60.601268000000012 75.015000000000015 2.5000000000000004 12.500000000000002 55.87722990000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 14 4 5 6 7 -4 -5 11 -10 -9 -12 -14 -3 -2 17 18 20 29 -17 -19 23 -23 25 26 -24 28 -27 -20
right_child=1 2 3 8 -6 -7 -8 9 10 -11 12 -13 13 -15 -16 16 -18 21 19 -21 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=2.4499943027348441 -798.67609905058225 12523.562202380954 -40005.905735085231 6705.83092075893 28256.952054740286 35225.335572350545 -52271.107098067441 50993.125546875002 -50471.51742621528 -8206.3246674408783 -1245.1052669270834 10397.453737386068 -34915.998622255072 1865.7840401785716 49926.315631975449 375.48224714489021 6071.4497773591102 -22588.775094678927 41101.181993434744 89225.29702305948 -38862.067487157532 -32037.241678292412 7640.0129031450333 49607.759962890625 -18870.319470672606 47150.013156210414 -44992.971389406535 -3935.0959153483327 6759.2739993851274 -21372.928752367428
leaf_weight=4283289 19082 21 22 35 37 23 38 20 27 37 30 24 74 21 21 11798 1510 246 46 62 73 28 78 75 320 74 109 641 270 33
leaf_count=4283289 19082 21 22 35 37 23 38 20 27 37 30 24 74 21 21 11798 1510 246 46 62 73 28 78 75 320 74 109 641 270 33
internal_value=0 -300.904 -5682.58 -9677.72 -223.755 -6649.28 -13479.9 831.432 -19839.5 11923.1 -25951.9 28850 -20655.6 -26785.3 31224.9 -233.721 467.995 -142.791 691.835 47640.5 134.193 -5588.49 -2966.5 27413 -5063.74 -1294.03 -23039.1 2834.22 15448 15004.4
internal_weight=0 34875 430 388 201 164 141 103 187 81 152 44 125 95 42 34445 15363 13853 12012 141 11871 1841 1595 103 1492 1172 187 985 344 79
internal_count=4318164 34875 430 388 201 164 141 103 187 81 152 44 125 95 42 34445 15363 13853 12012 141 11871 1841 1595 103 1492 1172 187 985 344 79
is_linear=0
shrinkage=0.1


Tree=4489
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 2 5 2 5 1 5 6 1 2 3 1 3 5 5 5 5 5 2 3 3 3 1 3 5
split_gain=3.06158e+11 1.07113e+13 6.63253e+13 9.31772e+13 7.18715e+13 6.43996e+13 4.76031e+13 4.55176e+13 4.19686e+13 3.19452e+13 3.37209e+13 5.9432e+13 4.64234e+13 2.93524e+13 2.44215e+13 2.31499e+13 2.76092e+13 2.26977e+13 2.09793e+13 2.08885e+13 5.46065e+13 4.21818e+13 2.87132e+13 1.93868e+13 1.84337e+13 2.48528e+13 2.12443e+13 1.32998e+13 8.20286e+13 1.4097e+13
threshold=55.806974650000008 55.801980100000009 37.542000650000013 37.503486000000002 73.995000000000019 61.845000000000006 8.5000000000000018 112.04500000000002 1.5000000000000002 59.025000000000013 37.314272700000011 54.035000000000004 1.5000000000000002 37.457850350000008 3.5000000000000004 7.5000000000000009 37.533784800000006 8.5000000000000018 93.00500000000001 41.995000000000012 49.995000000000012 39.995000000000012 46.405000000000008 3.5000000000000004 13.500000000000002 15.500000000000002 11.500000000000002 37.559851850000008 6.5000000000000009 44.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 15 9 18 10 -3 12 -12 24 -11 16 -5 -17 -4 21 22 -19 -21 -22 26 -26 -14 28 -10 -29
right_child=-2 2 8 4 -6 -7 -8 -9 27 14 11 -13 13 -15 -16 17 -18 19 -20 20 23 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-4.1588505609071529 37.005012907171078 8494.40038287881 10313.044388551842 188893.64345238096 160536.64135298296 -81734.871199951172 149467.29398082386 -136733.41603260869 33935.131978283898 -3616.3990795898444 -141697.10480324074 -148900.16128472224 -43060.738394097221 46624.591229762802 42198.933966852899 -15771.361247616722 36011.903841145831 35657.790403053979 96341.461186691828 35965.003892299108 170176.17656250001 205246.42485795455 -97492.195374177638 51847.919383680557 -141893.31120793271 -23244.883140980117 19946.320245176375 -2602.6943684033995 -147667.61575218022 -9194.1834403495814
leaf_weight=2828192 1473068 810 1259 21 55 40 44 23 59 180 27 36 90 83 329 84 27 44 29 28 20 22 38 45 26 55 132 5670 43 7585
leaf_count=2828192 1473068 810 1259 21 55 40 44 23 59 180 27 36 90 83 329 84 27 44 29 28 20 22 38 45 26 55 132 5670 43 7585
internal_value=0 -19.1596 -2528.92 13420 53150.3 38849.4 51780.7 3038.22 -4989.05 4856.52 -3690.36 -25671.8 -14930.3 -6063.23 25997 38716.3 102898 27752.9 12250 46311.5 23198.4 92187.3 -40874 88256.6 -20495.9 -61329.6 -5597.08 -6651.4 -42622.9 -6374.59
internal_weight=0 2.8451e+06 16904 2259 468 413 373 1791 14645 1768 1259 449 413 386 509 329 48 281 1288 197 131 66 66 65 303 81 222 13357 102 13255
internal_count=4318164 2845096 16904 2259 468 413 373 1791 14645 1768 1259 449 413 386 509 329 48 281 1288 197 131 66 66 65 303 81 222 13357 102 13255
is_linear=0
shrinkage=0.1


Tree=4490
num_leaves=31
num_cat=0
split_feature=0 0 1 5 1 1 1 5 5 5 3 2 3 5 2 1 3 3 3 5 3 5 4 3 2 5 5 3 2 5
split_gain=3.11453e+11 1.04768e+13 2.3864e+13 1.24404e+13 1.21834e+13 1.05633e+13 1.11013e+13 3.52993e+13 2.55796e+13 2.32217e+13 2.11159e+13 1.62592e+13 1.60352e+13 1.71619e+13 1.51249e+13 1.45225e+13 2.12528e+13 2.76207e+13 2.21102e+13 1.47241e+13 3.69016e+13 1.46108e+13 1.80237e+13 2.02178e+13 3.73041e+13 1.55587e+13 3.83187e+13 1.89283e+13 1.73124e+13 1.44356e+13
threshold=57.117834900000013 57.131524800000008 65.480823400000006 40.405000000000008 61.880021000000006 65.58467570000002 65.551978750000004 75.750000000000014 85.020000000000024 81.910000000000011 11.500000000000002 1.5000000000000002 7.5000000000000009 94.040000000000006 3.5000000000000004 65.520339550000017 12.500000000000002 9.5000000000000018 17.500000000000004 59.810000000000009 16.500000000000004 50.410000000000004 2.5000000000000004 15.500000000000002 2.5000000000000004 98.020000000000024 94.040000000000006 10.500000000000002 4.5000000000000009 177.02500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 15 -8 9 -9 -11 -10 -13 -14 -15 16 17 -5 19 -18 -21 -17 -23 25 -25 26 -24 -27 -28 -16
right_child=1 -3 3 5 -6 -7 7 8 11 10 -12 12 13 14 29 21 18 -19 -20 20 -22 22 23 24 -26 27 28 -29 -30 -31
leaf_value=11.726188204953106 -21496.802842811489 -0.81281837830061354 1155.1474461600587 -6212.6665588787764 20784.640539887223 -14435.822220239859 -6866.0971213857529 25334.100914264549 -59120.706250000003 136373.2780970982 18789.629003906251 64409.983519531255 -19852.092289988199 45138.619537689934 959.44188620966474 2172.0109387998232 -21148.315883637846 17359.986929842791 10747.079297662553 -15999.226294049202 64564.411447916675 -24435.113339500604 -10015.08347900891 -42278.086858258932 57106.644278690736 -46766.725199068518 147456.44843750002 10000.578188476564 24644.419458007815 75238.407672991074
leaf_weight=3626750 77 675003 4419 1045 593 1095 2078 203 36 42 24 50 192 127 399 648 1114 948 403 235 75 1085 976 56 116 221 22 80 24 28
leaf_count=3626750 77 675003 4419 1045 593 1095 2078 203 36 42 24 50 192 127 399 648 1114 948 403 235 75 1085 976 56 116 221 22 80 24 28
internal_value=0 -61.5087 -2558 -3344.73 15925.4 -5101.04 -4101.57 804.137 15280.7 42087.2 93615.6 6613.76 9586.68 5912.19 14841.3 -6314.28 -2141.52 5000.02 -9931.93 -15784.2 3491.98 -11252.3 -14624 -7503.56 24748.8 -11696.6 -5811.36 -31679.1 83380.6 5830.19
internal_weight=0 691414 16411 15741 670 11322 10227 3179 1101 269 66 832 796 746 554 7048 3820 1993 1827 1424 310 3228 2580 1495 172 1323 1022 301 46 427
internal_count=4318164 691414 16411 15741 670 11322 10227 3179 1101 269 66 832 796 746 554 7048 3820 1993 1827 1424 310 3228 2580 1495 172 1323 1022 301 46 427
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 5 5 5 1 5 5 2 5 3 5 5 1 5 4 5 1 4 1 5 5 5 3 2
split_gain=3.11309e+11 1.0103e+13 7.3335e+13 1.19491e+14 1.21236e+14 7.5122e+13 5.87953e+13 5.24064e+13 1.93236e+13 1.81647e+13 1.67393e+13 1.47449e+13 1.89398e+13 1.69547e+13 1.36327e+13 1.58214e+13 1.32015e+13 1.31784e+13 3.54589e+13 3.11194e+13 1.8871e+13 1.85175e+13 1.74277e+13 1.52337e+13 4.02748e+13 1.95867e+13 1.86514e+13 1.40813e+13 1.28216e+13 1.17679e+13
threshold=55.078308950000007 55.099723300000008 82.959896850000021 43.574807850000006 8.5000000000000018 7.5000000000000009 5.5000000000000009 57.005000000000003 79.010000000000005 109.05000000000001 38.633372000000001 161.85000000000002 110.05000000000001 5.5000000000000009 86.810000000000016 13.500000000000002 36.715000000000011 75.750000000000014 82.888608650000023 78.710000000000022 1.5000000000000002 31.990000000000006 78.608766650000021 2.5000000000000004 82.784560750000011 109.05000000000001 90.015000000000015 99.555000000000021 7.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 11 10 16 28 -7 -2 12 17 29 -10 -16 -6 20 19 -19 21 -5 -21 26 27 -26 -24 -25 -8 -14
right_child=1 -3 -4 4 7 9 8 -9 14 -11 -12 -13 13 -15 15 -17 -18 18 -20 22 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-27.701350189317203 -24926.580965216348 8.2268632459565154 14814.187982675687 -2429.5268336149175 -5070.1699288627169 134661.47949587266 93245.810143229173 -38692.564538163999 118113.048828125 24765.477306547618 7789.6269746802645 87612.586093750011 -23871.723042401223 32512.162465277783 21917.663225023676 112785.46333912037 -18839.134989286918 124523.08706341912 -52857.895268221771 -64397.894456845243 -4501.4058093144222 18232.454020104979 40919.37650316456 43260.961091933139 188683.35929687502 60813.834646739138 -31711.373065185548 -49962.313326322117 26908.985057731301 -81775.47245639535
leaf_weight=2091719 173 2211010 3717 766 1208 53 30 1101 40 21 1629 20 191 45 66 27 1644 34 55 21 2279 1000 79 43 25 23 64 26 1012 43
leaf_count=2091719 173 2211010 3717 766 1208 53 30 1101 40 21 1629 20 191 45 66 27 1644 34 55 21 2279 1000 79 43 25 23 64 26 1012 43
internal_value=0 26.0251 2575.56 -1306.59 -7199.76 3501.18 15996.8 -20161.1 33400.5 103475 4648.73 1931.81 1566.74 -23701.8 69295.5 48298.6 -13007.1 3163.55 21228 34163.6 1511.18 9270.35 23230.4 30308.1 57068.4 127413 8413.31 8133.35 28818.9 -34512.2
internal_weight=0 2.22644e+06 15435 11718 8741 4788 2977 3953 1175 74 1802 4714 4694 279 133 93 2852 4415 370 315 4045 1766 281 260 117 48 143 69 1042 234
internal_count=4318164 2226445 15435 11718 8741 4788 2977 3953 1175 74 1802 4714 4694 279 133 93 2852 4415 370 315 4045 1766 281 260 117 48 143 69 1042 234
is_linear=0
shrinkage=0.1


Tree=4492
num_leaves=31
num_cat=0
split_feature=1 1 3 3 5 0 6 5 3 5 3 2 5 4 0 1 0 3 3 2 5 5 1 2 3 3 1 3 3 3
split_gain=3.24533e+11 5.7611e+12 1.12479e+13 2.40133e+13 2.75545e+13 2.57583e+13 5.35254e+13 3.21093e+13 3.18003e+13 5.24355e+13 9.68528e+13 5.9815e+13 6.12102e+13 5.32014e+13 5.00797e+13 3.5405e+13 3.42629e+13 5.50824e+13 5.96816e+13 8.96781e+13 1.38413e+14 7.60469e+13 7.73658e+13 5.88515e+13 5.12616e+13 5.62592e+13 6.4493e+13 4.0558e+13 3.68934e+13 3.30699e+13
threshold=39.718803500000007 39.739656000000004 16.500000000000004 11.500000000000002 48.510000000000012 44.226894250000008 1.5000000000000002 50.410000000000004 9.5000000000000018 54.710000000000008 8.5000000000000018 7.5000000000000009 89.00500000000001 1.5000000000000002 43.592450450000008 39.726951800000002 43.592450450000008 8.5000000000000018 6.5000000000000009 3.5000000000000004 62.385000000000012 71.00500000000001 39.726951800000002 5.5000000000000009 4.5000000000000009 3.5000000000000004 39.726951800000002 7.5000000000000009 7.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 10 13 16 14 15 -13 -8 17 18 -11 20 -20 23 27 28 25 -18 -27 -23 -21 -15
right_child=1 -3 -4 -5 5 -7 8 -9 -10 11 -12 12 -14 29 -16 -17 24 -19 19 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-31.502250427740588 -1210.0951898536161 5.7557611939259701 5001.1321598079312 -6297.570497983017 -137392.44774639423 910.29395335528068 58154.549107142855 -20515.116166294643 42287.812906100589 -5499.9136690539272 116710.43456688596 -272216.59718749998 44233.463151041673 -59894.087954606686 -65031.950781250001 210410.29434523813 -551.5484680911145 -60160.496514322913 -75860.634490740747 97492.630681818177 187273.83977272728 -267867.78151367186 41524.42578125 183103.86467633932 8707.853800196126 159463.7902820122 17099.822380183294 -68889.641517857148 -76960.55600405093 17971.99352480362
leaf_weight=1860914 13269 2423382 6664 4454 26 4996 56 245 366 1270 114 20 24 58 28 21 83 150 27 22 77 20 32 28 721 82 52 21 27 915
leaf_count=1860914 13269 2423382 6664 4454 26 4996 56 245 366 1270 114 20 24 58 28 21 83 150 27 22 77 20 32 28 721 82 52 21 27 915
internal_value=0 23.8571 1319.08 417.109 1731.71 5848.87 11350.1 -31728.4 14120.5 11441.4 29167.3 3753.96 -86161.4 19662.7 -151359 99678.8 6232.48 -2340.84 3350.07 47600 118960 -1876.3 -75003.5 67452.1 21532.8 64144.9 104218 -165952 1365.36 13330.4
internal_weight=0 2.45725e+06 33868 27204 22750 9481 4485 271 4214 3848 1164 2684 72 1050 48 77 2612 1674 1524 254 104 150 73 77 938 217 134 41 49 973
internal_count=4318164 2457250 33868 27204 22750 9481 4485 271 4214 3848 1164 2684 72 1050 48 77 2612 1674 1524 254 104 150 73 77 938 217 134 41 49 973
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 4 2 5 1 1 6 5 1 3 1 5 3 5 3 2 5 5 3 2 5 5 4 2 5
split_gain=3.18056e+11 5.82364e+12 1.01263e+13 1.18209e+14 8.39069e+13 8.60889e+13 2.57854e+13 3.44919e+13 3.78483e+13 1.75841e+13 1.30134e+13 1.25438e+13 1.22065e+13 1.20612e+13 1.0283e+13 1.2226e+13 9.97925e+12 9.31552e+12 1.22472e+13 8.50908e+12 7.60627e+12 9.48208e+12 7.02341e+12 6.8354e+12 6.73279e+12 1.05379e+13 8.05664e+12 1.10876e+13 6.01277e+12 5.7191e+12
threshold=46.672631750000008 45.254062050000009 39.614024000000008 39.666208800000007 3.5000000000000004 39.630124250000001 1.5000000000000002 4.5000000000000009 59.810000000000009 39.969502550000009 39.080602550000002 1.5000000000000002 33.805000000000007 39.262370300000008 8.5000000000000018 44.083877800000003 89.00500000000001 5.5000000000000009 120.05000000000001 8.5000000000000018 1.5000000000000002 125.85000000000001 77.715000000000018 1.5000000000000002 9.5000000000000018 90.015000000000015 81.00500000000001 3.5000000000000004 2.5000000000000004 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 23 -6 12 8 -8 -5 -3 -11 -7 -12 16 22 28 20 -19 -9 21 -18 -16 -4 25 26 -17 -28 -13 -26
right_child=-2 2 3 9 5 6 7 19 -10 11 13 14 -14 -15 15 24 17 18 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-15.432827613142855 11.137704491138754 -3216.0181635851727 -40127.522055288464 -21011.027808505925 -46742.690187026514 110371.95954861111 130402.92536764707 40064.715000000004 281926.66035156249 10730.459553550327 -56452.643699756569 1345.3932118432372 12935.2009375 -12875.576348365144 -23639.806568564138 -6311.429970923783 9590.2700781250005 87417.076809210528 -6337.2308771306816 132309.36374999999 -7387.0235747029965 88371.301562500012 -84781.189804687514 14971.215353974843 4116.9504730224608 -41413.312427066849 72490.24686050415 -12131.051583658855 -4562.4637563146744 72284.160722656248
leaf_weight=605785 3695737 5834 26 467 33 36 34 20 32 814 69 3460 20 799 310 603 50 38 22 20 121 22 20 168 32 79 32 30 3431 20
leaf_count=605785 3695737 5834 26 467 33 36 34 20 32 814 69 3460 20 799 310 603 50 38 22 20 121 22 20 168 32 79 32 30 3431 20
internal_value=0 -66.1315 -1911.61 113.885 54149.8 100474 130463 159461 203869 -2086.93 -4915.71 -1114.06 75573.1 -16339.7 -2279.89 -11161.8 -879.965 18625.6 53040.5 86187 7926.7 33662.3 -27345.3 7586.85 -4452.59 -6883.99 -2782.01 31544.5 -1596.1 30335.1
internal_weight=0 622427 16642 9940 389 195 162 106 66 9551 6702 9084 56 868 8270 1126 7144 253 60 40 193 72 330 194 796 744 665 62 6891 52
internal_count=4318164 622427 16642 9940 389 195 162 106 66 9551 6702 9084 56 868 8270 1126 7144 253 60 40 193 72 330 194 796 744 665 62 6891 52
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=31
num_cat=0
split_feature=1 0 1 5 5 3 5 5 2 2 1 3 5 2 2 5 5 5 2 3 5 3 1 1 5 0 1 0 4 0
split_gain=3.29852e+11 8.58707e+12 3.33807e+13 3.54924e+13 2.98573e+13 2.15718e+13 2.00876e+13 1.92123e+13 2.09894e+13 1.98709e+13 2.16145e+13 1.87186e+13 1.66953e+13 1.65162e+13 1.57237e+13 2.19451e+13 1.72252e+13 1.61553e+13 3.10227e+13 2.3291e+13 1.50106e+13 1.49673e+13 2.57189e+13 1.2538e+13 1.18102e+13 2.38589e+13 1.23853e+13 1.14699e+13 1.08469e+13 1.04936e+13
threshold=82.91993380000001 55.055104550000003 82.957885500000017 59.005000000000003 60.310000000000009 19.500000000000004 58.040000000000006 120.05000000000001 23.500000000000004 1.5000000000000002 82.933113850000026 7.5000000000000009 41.505000000000003 1.5000000000000002 5.5000000000000009 78.710000000000022 91.050000000000011 71.00500000000001 4.5000000000000009 16.500000000000004 101.05000000000001 3.5000000000000004 82.95335685000002 82.933113850000026 107.05000000000001 55.078308950000007 82.973038550000012 55.099723300000008 2.5000000000000004 55.061033200000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 23 12 13 9 -9 -11 -8 -3 21 15 17 -17 29 19 -19 -18 22 -6 -5 -4 26 -26 -20 -14 -15
right_child=1 2 24 4 7 -7 11 8 -10 10 -12 -13 28 14 -16 16 20 18 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=14.405481485101724 87.838309202724005 810.06636207249949 118.96352531574252 -1899.4514020330255 -2582.4754629629633 12232.580759958122 29739.755129743306 6635.5504142761238 -48408.155036031792 157963.49593750003 38239.578232935855 -9035.3493211829154 -5608.2318308786662 -33113.389083576891 -4606.3487833909812 -30446.460495980078 27667.19538251769 21318.896511701401 -34952.619116210939 -21275.42153152838 -26919.367849731447 3962.9501447318808 144972.92976190476 -31693.490859882691 -61923.967152622776 -3843.1270971688882 -13879.34850007585 10804.576703404018 9242.8736088688438 -10439.536924592656
leaf_weight=3395675 760397 11169 128161 165 27 156 385 64 29 25 38 184 9383 278 4702 945 106 591 252 164 96 606 21 981 112 1992 103 70 519 768
leaf_count=3395675 760397 11169 128161 165 27 156 385 64 29 25 38 184 9383 278 4702 945 106 591 252 164 96 606 21 981 112 1992 103 70 519 768
internal_value=0 -53.0265 -713.843 -3622.94 -8522.83 -22654.7 -1339.65 -6427.66 28352.8 45880.8 85749.1 17200.9 -1840.32 -7056.66 -8309.96 -13635.5 -24780.7 -7614 982.877 12066.6 1725.07 8220.57 61973 -27403.8 -5.93767 -7258.98 -38907.2 -25005.4 -4829.83 -16465.7
internal_weight=0 922489 162092 31724 10084 1302 21640 8782 156 127 63 569 21071 8626 7972 3270 1147 2123 1077 755 202 654 48 1146 130368 2207 215 322 9902 1046
internal_count=4318164 922489 162092 31724 10084 1302 21640 8782 156 127 63 569 21071 8626 7972 3270 1147 2123 1077 755 202 654 48 1146 130368 2207 215 322 9902 1046
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 3 0 2 0 4 0 0 0 5 1 2 2 0 2 2 2 3 3 3 3 1 5 0 1 1
split_gain=3.90314e+11 1.6358e+12 4.99076e+12 9.49799e+12 2.11575e+13 2.56967e+13 2.89536e+13 3.21834e+13 2.07849e+13 1.48016e+13 1.93344e+13 1.76555e+13 1.48165e+13 1.42908e+13 1.9872e+13 2.67825e+13 2.9026e+13 1.36396e+13 1.27576e+13 1.22128e+13 1.75773e+13 2.65352e+13 1.07442e+13 1.07325e+13 1.04747e+13 1.30785e+13 9.15097e+12 9.05868e+12 1.02189e+13 8.41299e+12
threshold=83.000022850000008 55.012873400000011 72.010000000000005 77.715000000000018 78.010000000000005 15.500000000000002 53.340367100000002 10.500000000000002 53.37994195000001 2.5000000000000004 53.719078300000007 54.978840000000005 53.355366400000001 75.015000000000015 83.093115700000013 5.5000000000000009 4.5000000000000009 54.811549550000009 8.5000000000000018 8.5000000000000018 9.5000000000000018 14.500000000000002 8.5000000000000018 14.500000000000002 14.500000000000002 83.691301500000009 73.010000000000005 54.762542150000009 83.053286850000021 83.761389800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 -7 8 -8 10 12 24 19 14 -12 16 17 -16 26 22 21 -21 -4 27 -11 -26 -13 -15 -29 -24
right_child=1 -3 3 4 -6 6 7 -9 -10 11 13 18 -14 23 15 -17 -18 -19 -20 20 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=11.30883959999584 -38.990534702795991 -213.19651086920973 -14920.4310931866 -7286.6787798493278 1177.0114532082869 20593.491745476975 -183354.13491379312 5349.8432784016932 -73805.465770348834 3385.5490984424428 -11395.782031735507 82120.610625000001 46887.745376481682 -7480.4817292865955 -2439.3240549395164 -5658.4909576416021 -164770.95743371212 -104076.43639605978 -13357.671284412203 17164.596961805557 4505.1985913085946 -111138.36646484374 -15669.716414388022 -39094.632788681403 686.54242140718566 38682.313667682691 25407.284086151954 3093.5282319568455 70313.835554846941 30175.600746908225
leaf_weight=3782924 172580 338517 104 759 17744 38 29 30 43 3092 352 30 87 76 31 64 33 23 84 27 120 40 48 41 167 198 551 42 49 241
leaf_count=3782924 172580 338517 104 759 17744 38 29 30 43 3092 352 30 87 76 31 64 33 23 84 27 120 40 48 41 167 198 551 42 49 241
internal_value=0 -79.9277 149.399 1496.05 418.733 -14547.8 -53913.3 -81670.7 -117929 5147.76 -3824.49 8147.22 8405.12 -15297.3 -24414.1 -54761.3 -90883 -45729.2 23069.2 2632.73 -18403.6 -59434.2 12642.4 6749.57 5276.79 21297.9 28335.7 18004.7 39289.1 22561.2
internal_weight=0 535240 196723 24143 18643 899 140 102 72 5500 1378 4122 667 711 503 151 87 54 665 580 187 67 393 208 3457 365 581 167 91 289
internal_count=4318164 535240 196723 24143 18643 899 140 102 72 5500 1378 4122 667 711 503 151 87 54 665 580 187 67 393 208 3457 365 581 167 91 289
is_linear=0
shrinkage=0.1


Tree=4496
num_leaves=31
num_cat=0
split_feature=0 2 1 1 0 3 5 1 5 0 5 2 0 3 5 1 0 5 5 2 4 6 0 5 1 5 6 1 0 5
split_gain=3.29492e+11 3.67793e+12 5.12962e+12 1.95608e+13 1.31039e+13 1.31501e+13 1.2755e+13 1.10845e+13 1.77005e+13 1.81603e+13 1.73498e+13 1.53941e+13 1.2688e+13 2.78534e+13 2.73934e+13 1.65111e+13 1.01586e+13 9.79065e+12 1.93277e+13 1.38104e+13 9.66992e+12 1.59924e+13 1.13237e+13 1.04728e+13 9.47072e+12 1.65247e+13 1.11155e+13 9.64431e+12 1.38193e+13 2.09632e+13
threshold=54.947737500000009 2.5000000000000004 56.135466100000009 57.550671000000001 54.943968150000011 5.5000000000000009 76.00500000000001 82.966612450000014 42.405000000000008 51.369916400000001 61.845000000000006 18.500000000000004 54.934662400000008 15.500000000000002 118.33500000000002 82.963712850000022 54.943649450000002 63.855000000000011 58.305000000000007 4.5000000000000009 2.5000000000000004 1.5000000000000002 54.942865800000007 87.00500000000001 82.964402850000013 33.585000000000008 1.5000000000000002 82.961358250000018 54.945175000000006 41.365000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -6 -4 8 24 10 -10 12 13 -11 15 -14 20 18 -18 -20 21 22 -17 -22 27 -26 -27 -5 -29 -30
right_child=-2 2 3 7 5 -7 -8 -9 9 11 -12 -13 14 -15 -16 16 17 -19 19 -21 23 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=223.27509219840923 20.352631608175326 -12.278293300834212 -10255.040665489762 762.68986365642422 -720.64486363422441 54919.685507868628 -52988.930074165961 48.289674625711875 11318.32454075169 -4402.6880743977663 123458.54229403409 -51012.714230769234 -833.04541235886018 -28907.964233448467 115303.40121093752 -1794.1432410034461 -7823.9880006072217 -10329.722395455135 25193.720974144951 2679.4192604112213 22222.28274390244 -21397.211071991504 -12347.505014421746 -13892.352722537878 -3121.5623206951868 15204.92910429678 -4293.2719673135607 -3873.2698097437915 39212.29703401096 -1507.0553186753218
leaf_weight=398883 2798789 839754 1244 30254 83 87 74 173613 37 9365 22 65 41566 488 20 2165 1950 1205 307 2421 205 912 1917 132 1304 1538 361 8838 191 374
leaf_count=398883 2798789 839754 1244 30254 83 87 74 173613 37 9365 22 65 41566 488 20 2165 1950 1205 307 2421 205 912 1917 132 1304 1538 361 8838 191 374
internal_value=0 -37.4909 -130.321 -500.523 -6.6584 27754.1 -12654.4 -443.16 -1250.85 -2320.42 53133.3 -2372.59 -2322.13 -5616.39 -1707.39 -1751.73 -5156.92 -2291.81 -221.34 5213.1 -8318.7 -9425.06 -6750.24 8076.49 315.753 5546.3 11498.3 -106.706 -2903.97 12258.2
internal_weight=0 1.51938e+06 1.12049e+06 280568 839924 170 1318 279250 105637 62777 59 62718 62653 9853 52800 52780 11214 5883 4678 2728 5331 4994 4082 337 42860 3203 1899 39657 9403 565
internal_count=4318164 1519375 1120492 280568 839924 170 1318 279250 105637 62777 59 62718 62653 9853 52800 52780 11214 5883 4678 2728 5331 4994 4082 337 42860 3203 1899 39657 9403 565
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=31
num_cat=0
split_feature=1 0 5 5 1 3 1 5 5 2 2 5 2 3 3 5 5 5 2 5 5 1 3 0 5 5 5 6 3 5
split_gain=3.7184e+11 5.53508e+12 1.99931e+13 3.57629e+13 2.8371e+13 2.27771e+13 2.70724e+13 4.28908e+13 4.11199e+13 3.56983e+13 4.80619e+13 2.48936e+13 2.48765e+13 2.57942e+13 4.85565e+13 4.53123e+13 3.3764e+13 2.62677e+13 3.11213e+13 4.07157e+13 2.58628e+13 2.39239e+13 2.90237e+13 3.7522e+13 3.28874e+13 5.6393e+13 3.05795e+13 2.71274e+13 3.20888e+13 4.42416e+13
threshold=39.718803500000007 44.580511600000001 42.895000000000003 46.010000000000012 39.704585000000002 9.5000000000000018 39.714575750000009 49.995000000000012 70.50500000000001 6.5000000000000009 9.5000000000000018 95.020000000000024 2.5000000000000004 18.500000000000004 12.500000000000002 60.905000000000008 62.995000000000012 58.995000000000012 8.5000000000000018 54.990000000000002 56.835000000000008 38.422276900000007 3.5000000000000004 44.226894250000008 112.04500000000002 82.00500000000001 82.00500000000001 1.5000000000000002 4.5000000000000009 53.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 21 -7 -8 12 -10 11 -11 -9 14 16 -15 17 18 19 -14 -16 -5 -23 24 25 27 -25 28 -24 -30
right_child=-2 -3 3 5 -6 6 7 8 9 10 -12 -13 13 15 20 -17 -18 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=2148.2888969121987 25.536816850635507 -12.248152001021845 -10333.411882294773 595.42696861819002 -42086.619571407711 1787.6777556336435 120839.85843394886 94733.673224431826 109330.27592979754 26523.871173650568 90578.239279513888 -94537.935878906253 135872.62887073864 -42812.493317945075 -31296.895721726192 125555.78271169355 -88231.930725446437 97364.329710477949 -101886.25452473959 -56518.309019886365 -175027.39773185484 7937.8566337845077 -43608.619692595115 -33283.94299133301 22654.443307825306 -44064.890832402161 -133031.45307329964 -9230.7757314089959 122025.87163085939 9056.884546703297
leaf_weight=10116 2457250 1832509 2280 6041 321 3415 44 22 71 33 54 35 22 33 21 31 35 34 24 22 31 911 46 320 305 468 34 3489 56 91
leaf_count=10116 2457250 1832509 2280 6041 321 3415 44 22 71 33 54 35 22 33 21 31 35 34 24 22 31 911 46 320 305 468 34 3489 56 91
internal_value=0 -33.7202 -1418.96 -3392.07 -14252.2 -1591.51 5002.62 26446 17571.4 52954.1 20145 -35787.4 -7260.84 -16129.9 -34710.5 38740.9 -3483.25 25597.2 -10286.4 39677.2 -116982 -3793.29 -8428.3 -11528.6 -9038.68 -11367.9 -42864.2 -7211.99 29283.1 52092.7
internal_weight=0 1.86091e+06 28405 18289 2601 15688 3927 512 468 193 122 68 275 253 189 64 137 102 68 44 52 11761 5720 4809 4455 4150 354 3682 193 147
internal_count=4318164 1860914 28405 18289 2601 15688 3927 512 468 193 122 68 275 253 189 64 137 102 68 44 52 11761 5720 4809 4455 4150 354 3682 193 147
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=31
num_cat=0
split_feature=1 2 2 5 1 5 0 4 5 5 5 1 2 3 1 0 5 5 6 5 1 5 5 0 2 4 2 5 4 1
split_gain=3.82294e+11 1.49697e+12 5.47323e+12 9.90804e+12 9.34616e+12 1.35963e+13 1.63201e+13 1.05e+13 2.13168e+13 2.7348e+13 1.77128e+13 1.52018e+13 1.35971e+13 8.98792e+12 1.62404e+13 1.9251e+13 1.46113e+13 1.16492e+13 8.39965e+12 1.25553e+13 9.06105e+12 1.46419e+13 1.11849e+13 1.01982e+13 9.31988e+12 1.47392e+13 8.64244e+12 1.07385e+13 1.02603e+13 1.45983e+13
threshold=83.000022850000008 9.5000000000000018 7.5000000000000009 64.020000000000024 92.815157350000007 85.91500000000002 51.717367500000009 3.5000000000000004 128.92000000000004 116.06000000000002 100.05000000000001 92.896330950000007 8.5000000000000018 8.5000000000000018 104.38035940000002 56.028355650000009 90.015000000000015 96.015000000000015 1.5000000000000002 40.205000000000005 83.002084650000015 33.585000000000008 32.910000000000004 53.242949050000007 8.5000000000000018 1.0000000180025095e-35 8.5000000000000018 48.945000000000007 2.5000000000000004 83.011163250000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 18 -5 -6 -7 8 9 10 13 -12 -13 -8 15 -15 -17 -16 19 -4 21 22 -20 -22 -24 -26 -21 -28 29 -29
right_child=1 -3 3 4 5 6 7 -9 -10 -11 11 12 -14 14 17 16 -18 -19 20 26 23 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=11.192049592183428 -155.9989041598304 -554.9376383727207 -276.8012175344042 -3542.7935158143346 -1061.6478160767222 83442.801123046884 -20248.67443080357 -4952.6633116604989 -69849.035937499997 104645.3427734375 63452.312779017855 -64734.238167613643 4962.5532654879389 -17838.192321908602 79357.857981298308 17645.344800121755 92146.397607421881 7694.3052555338545 -7094.4614703896605 7104.9885377154542 -5868.0530303183295 -5945.2378253517199 -590.10824677807432 1750.4064758600607 36733.86821746255 5726.5298423936638 -2276.8991554670224 14817.638967503677 -4366.8701527261974 1071.6931393922303
leaf_weight=3782924 410607 58846 7971 8554 2559 32 35 285 26 38 21 55 57 93 93 77 40 30 486 7228 1898 4555 401 23665 267 360 3052 1620 812 1477
leaf_count=3782924 410607 58846 7971 8554 2559 32 35 285 26 38 21 55 57 93 93 77 40 30 486 7228 1898 4555 401 23665 267 360 3052 1620 812 1477
internal_value=0 -79.1022 -20.3252 826.477 -1772.38 2628.69 13335.7 10696.4 18590.1 22856.2 16652.7 -14624.2 -29263.5 27956.5 33023.1 16121.9 43115.8 61878.9 1405.99 2898.96 360.085 -3113.46 5406.18 1184.75 11316 18930.6 4683.02 2168.15 5638.67 8262.02
internal_weight=0 535240 476394 65787 11995 3441 882 850 565 539 501 133 112 368 333 210 117 123 53792 22160 31632 6069 1514 25563 1028 627 14189 6961 3909 3097
internal_count=4318164 535240 476394 65787 11995 3441 882 850 565 539 501 133 112 368 333 210 117 123 53792 22160 31632 6069 1514 25563 1028 627 14189 6961 3909 3097
is_linear=0
shrinkage=0.1


Tree=4499
num_leaves=31
num_cat=0
split_feature=5 5 3 1 6 1 0 5 1 0 1 0 3 0 3 1 0 5 1 4 3 1 1 3 1 0 5 1 3 2
split_gain=3.59318e+11 2.65816e+12 1.17793e+13 9.39746e+12 2.57993e+13 2.79212e+13 2.84535e+13 1.57787e+13 1.2464e+13 3.07091e+13 1.02346e+13 1.30518e+13 3.84674e+13 4.49811e+13 2.74578e+13 1.69798e+13 1.91559e+13 1.61806e+13 1.10057e+13 1.67506e+13 1.57715e+13 1.6628e+13 1.49676e+13 1.12848e+13 1.44233e+13 3.2139e+13 1.06426e+13 1.12865e+13 1.82328e+13 1.11303e+13
threshold=55.405000000000008 50.005000000000003 5.5000000000000009 82.958618050000013 1.5000000000000002 82.981501350000016 54.947737500000009 52.990000000000002 82.967723800000016 55.099723300000008 65.520339550000017 55.025681450000008 19.500000000000004 55.012873400000011 22.500000000000004 82.940215400000014 55.061033200000004 54.990000000000002 60.837513500000007 1.5000000000000002 10.500000000000002 61.310823700000007 61.365473900000005 16.500000000000004 65.480823400000006 57.131524800000008 55.005000000000003 82.91993380000001 14.500000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 6 -5 -6 9 -9 18 12 13 -12 26 16 17 -16 -4 20 -20 -22 -23 24 -21 -26 -13 28 -28 -30
right_child=-2 2 3 4 7 -7 -8 8 -10 -11 11 14 -14 -15 15 -17 -18 -19 19 23 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=14.649614394217124 36.925384572801661 702.0677753008099 -814.46767334868264 48981.776200226821 2803.210580240062 2085.1668082104916 12506.889793939972 1155.0254942749903 -1883.1797146316183 -35558.666931468586 -87.888686057983264 -6474.9738093548794 -25866.891731455817 28234.911710380507 46155.864627367991 -21359.873946940104 4085.5365154214387 -27029.214435891547 -1200.2741289119656 1442.0831748033997 55271.055138761236 -14522.73049514358 30588.432670334285 -9289.3090091983158 34111.571901453797 -17799.331454396804 208.48360032301684 -8996.02580036789 -6390.1074770720115 72328.523320788867
leaf_weight=2353354 1636543 87822 189111 248 8565 3344 1554 556 10540 386 3492 11966 465 668 271 120 367 34 299 6114 153 111 218 865 389 172 143 189 23 82
leaf_count=2353354 1636543 87822 189111 248 8565 3344 1554 556 10540 386 3492 11966 465 668 271 120 367 34 299 6114 153 111 218 865 389 172 143 189 23 82
internal_value=0 -22.5349 -289.111 -651.137 1176.25 7492.42 17526.7 -445.087 -2868.16 -13889 -865.014 -3160.19 1411.01 4460.1 -4762.45 13289.7 19477.1 37997.5 -657.854 2901.5 16842.3 28034.7 15368.6 1457.5 2850.16 18195.9 -5915.18 9413.11 23442.7 55085.4
internal_weight=0 2.68162e+06 328267 240445 25193 5146 1802 20047 11482 942 215252 17820 4625 4160 13195 792 672 305 197432 8321 781 482 329 7540 6675 561 12403 437 248 105
internal_count=4318164 2681621 328267 240445 25193 5146 1802 20047 11482 942 215252 17820 4625 4160 13195 792 672 305 197432 8321 781 482 329 7540 6675 561 12403 437 248 105
is_linear=0
shrinkage=0.1


Tree=4500
num_leaves=31
num_cat=0
split_feature=1 5 5 0 2 5 1 0 1 2 2 4 2 2 3 1 3 1 0 2 0 0 3 1 5 3 4 0 4 3
split_gain=3.55816e+11 1.4992e+12 5.11973e+12 9.48309e+12 1.19729e+13 9.36969e+12 1.33978e+13 1.1324e+13 6.18935e+12 6.03844e+12 9.05041e+12 5.34929e+12 1.40522e+13 2.51709e+13 1.43348e+13 1.62643e+13 6.4779e+12 7.90743e+12 6.85041e+12 1.02352e+13 1.57797e+13 1.03897e+13 7.54155e+12 7.8112e+12 1.06464e+13 5.22582e+12 5.44236e+12 1.07509e+13 7.44583e+12 1.48735e+13
threshold=83.000022850000008 137.05000000000004 120.05000000000001 54.484631300000011 5.5000000000000009 123.15000000000002 83.761389800000003 51.83362145000001 91.398302750000013 16.500000000000004 10.500000000000002 3.5000000000000004 2.5000000000000004 3.5000000000000004 13.500000000000002 92.815157350000007 14.500000000000002 104.38035940000002 55.455204450000004 8.5000000000000018 54.934662400000008 55.299834250000011 6.5000000000000009 92.896330950000007 128.92000000000004 2.5000000000000004 3.5000000000000004 52.485928400000006 4.5000000000000009 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -7 -8 -4 10 11 12 -5 -14 15 -15 17 18 19 20 -13 -22 -20 24 -24 -9 27 -27 29 -28
right_child=1 -3 3 9 -6 6 7 25 -10 -11 -12 16 13 14 -16 -17 -18 -19 22 -21 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=10.797508692132757 -72.118839338227588 2585.2526004856409 94177.108457880444 55633.116115920609 -15218.896312469798 87061.942578125003 73479.107812500006 -53911.514687499999 24166.365625000002 37575.920241477274 -58493.236120074733 -32279.74988677536 -74985.715624999997 -9902.7878475900434 -35083.013686079546 64997.369411321277 9605.1206692603337 29557.207747395834 -79639.482022372162 -71013.790384615393 92959.287819602279 -414.4794095552885 36276.780703124998 -56900.173212205322 -51150.827415114181 19973.457407407408 86608.168889508932 -67006.038125000006 -30431.671115112305 9.9837495691636047
leaf_weight=3782924 531932 2108 23 37 194 20 20 20 28 22 46 69 48 59 55 57 62 24 44 26 22 26 30 57 26 27 28 30 32 68
leaf_count=3782924 531932 2108 23 37 194 20 20 20 28 22 46 69 48 59 55 57 62 24 44 26 22 26 30 57 26 27 28 30 32 68
internal_value=0 -76.3137 -86.8375 -6611.29 4089.5 16744.3 8626.89 1654.88 55739.8 -13996.3 -15645.4 -12575.4 -1366.68 -10996.8 6965.03 26901.6 -20009.1 -25676 -30094.7 -14261.1 -1649.36 42381.8 -44516.3 -30840.1 -4314.61 -5352.36 -102.722 -25805.2 11342.9 25267.8
internal_weight=0 535240 533132 1200 490 296 245 225 51 710 688 642 256 219 171 116 386 324 300 143 117 48 157 113 56 205 185 57 128 96
internal_count=4318164 535240 533132 1200 490 296 245 225 51 710 688 642 256 219 171 116 386 324 300 143 117 48 157 113 56 205 185 57 128 96
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=31
num_cat=0
split_feature=3 6 5 1 1 1 0 0 3 0 1 1 5 5 2 4 0 5 3 1 1 5 5 1 2 0 2 4 0 0
split_gain=3.52053e+11 3.34717e+12 2.10245e+13 2.69838e+13 3.28846e+13 5.9191e+13 4.39529e+13 2.66615e+13 2.64825e+13 2.49015e+13 4.16131e+13 4.39819e+13 4.53482e+13 3.72026e+13 3.63645e+13 1.05347e+14 3.01879e+13 2.43435e+13 2.37081e+13 3.62866e+13 2.59789e+13 2.33166e+13 2.24929e+13 2.00418e+13 3.31373e+13 1.97813e+13 1.96967e+13 1.96662e+13 2.5133e+13 3.60549e+13
threshold=9.5000000000000018 1.5000000000000002 39.025000000000013 49.073956850000009 82.784560750000011 65.610478850000007 56.819808050000006 54.986619450000006 5.5000000000000009 55.050600750000008 82.837870700000011 82.966612450000014 90.015000000000015 116.06000000000002 6.5000000000000009 2.5000000000000004 55.07108800000001 120.05000000000001 3.5000000000000004 60.479177250000006 60.08989780000001 76.00500000000001 79.010000000000005 53.243495500000009 4.5000000000000009 55.078308950000007 8.5000000000000018 2.5000000000000004 55.801980100000009 55.777112100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 27 5 6 17 -6 -9 10 -10 12 26 -14 22 -16 21 18 -5 20 -20 -11 -13 24 -19 -18 -12 28 29 -4
right_child=-2 -3 3 4 7 -7 -8 8 9 16 11 14 13 -15 15 -17 25 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1303.3516185003559 25.772376493786982 8.5474833526075447 166.67015921874622 150.66100807189943 -5707.2968441077919 -30062.991598613677 2615.5203615935861 -6799.5682015175935 -26266.181343833847 -12806.453705144333 44278.392412224988 -4029.9935574332553 -18245.658975800307 99294.180846774194 7098.4510899007764 230321.25637500003 41308.939492087171 117072.99236653646 -10059.908787155457 -22486.304470111132 8428.7073439057531 -79650.207007929101 -65859.13465122768 -3443.0134010416668 -33536.599851190476 3767.696827200331 129770.28438895089 2487.9502497185072 -3251.7589320602333 21756.622460929775
leaf_weight=47976 2379540 1772842 37036 2256 4741 1008 5110 1793 198 236 718 369 205 31 137 25 146 48 6108 2201 868 67 70 75 21 3632 28 19708 30181 790
leaf_count=47976 2379540 1772842 37036 2256 4741 1008 5110 1793 198 236 718 369 205 31 137 25 146 48 6108 2201 868 67 70 75 21 3632 28 19708 30181 790
internal_value=0 -31.634 -461.327 -1179.99 -3763.95 -6530.85 -5109.36 185.737 3835.49 7088.42 16954.4 22360.4 35400.4 -2806.1 1053.76 41546.4 2782.77 -8519.07 -9033.7 -11291.5 -7759.43 -27587.1 -13888.9 32340.3 71235.3 5218.47 47487.2 -293.545 -1099.6 617.579
internal_weight=0 1.93862e+06 165782 117806 30091 17695 16687 12396 7655 5862 1781 1583 982 236 601 162 4081 11577 11433 9177 6976 303 439 144 69 3778 746 87715 68007 37826
internal_count=4318164 1938624 165782 117806 30091 17695 16687 12396 7655 5862 1781 1583 982 236 601 162 4081 11577 11433 9177 6976 303 439 144 69 3778 746 87715 68007 37826
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=31
num_cat=0
split_feature=1 1 5 0 3 3 6 2 5 5 2 0 3 4 2 0 0 2 5 0 5 5 2 5 5 5 5 0 3 3
split_gain=3.69767e+11 5.07626e+12 9.09916e+12 1.05467e+13 9.78712e+12 1.77117e+13 3.90298e+13 2.59139e+13 1.93324e+13 1.77446e+13 1.36924e+13 1.74176e+13 8.67748e+12 1.85284e+13 1.49963e+13 2.02184e+13 1.56576e+13 4.49556e+13 2.00923e+13 4.28801e+13 1.7066e+13 2.06927e+13 1.12443e+13 3.03867e+13 1.17105e+13 3.24909e+13 2.45108e+13 1.94862e+13 1.54393e+13 1.07283e+13
threshold=39.704585000000002 39.714575750000009 66.040000000000006 47.249522000000006 6.5000000000000009 5.5000000000000009 1.5000000000000002 2.5000000000000004 51.015000000000008 43.205000000000005 6.5000000000000009 47.208883950000008 6.5000000000000009 2.5000000000000004 1.5000000000000002 47.222459950000008 44.226894250000008 4.5000000000000009 100.05000000000001 47.249522000000006 123.15000000000002 84.030000000000015 1.5000000000000002 90.015000000000015 114.05000000000001 112.04500000000002 118.33500000000002 47.236539400000005 18.500000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 -9 11 -6 13 -4 15 -15 17 20 -18 -20 21 -16 23 -14 25 29 27 -26 -28 -24
right_child=1 -3 12 -5 10 6 7 9 -10 -11 -12 -13 22 14 16 -17 18 -19 19 -21 -22 -23 24 -25 26 -27 28 -29 -30 -31
leaf_value=-34.17788944411938 -1928.5742741170297 13.524876995055207 -44397.332525764628 2596.6982150022632 -35029.669191037523 128051.00078125001 23567.448435756141 20691.033531358509 139284.23252840908 -51094.110358960701 -64.310038403102325 -7426.9721557617195 -13906.849632812502 -110229.90155200195 133134.3721875 1076.5995844414895 14173.568995924301 -63413.819782366074 -133730.91433971774 31291.313842773438 154512.78245442707 4228.0222656249998 13854.903751080179 151465.48559570312 -143974.63380681819 120965.95882523149 -6167.8159753715699 -17189.58035300926 70640.753320312506 -7730.827125003565
leaf_weight=1826521 1843 2475491 94 9400 339 33 42 72 22 66 1008 702 25 25 20 47 219 28 31 32 24 33 1442 20 22 27 205 27 30 274
leaf_count=1826521 1843 2475491 94 9400 339 33 42 72 22 66 1008 702 25 25 20 47 219 28 31 32 24 33 1442 20 22 27 205 27 30 274
internal_value=0 25.0544 1792.09 746.529 -3467.57 1368.12 27222.6 10750.6 63345.1 -13641 -8371.7 -16415.7 7180.04 -3949.17 4334.34 -37571.5 12130.8 45094.6 -142.995 -49910.1 84552.2 52871.9 10150.3 59592 9052.72 12120.8 -9777.25 -74113.5 3637.53 10408.2
internal_weight=0 2.49164e+06 16152 13527 4127 2078 235 202 64 138 2049 1041 2625 553 459 72 387 105 282 63 77 53 2072 45 2027 1743 284 49 235 1716
internal_count=4318164 2491643 16152 13527 4127 2078 235 202 64 138 2049 1041 2625 553 459 72 387 105 282 63 77 53 2072 45 2027 1743 284 49 235 1716
is_linear=0
shrinkage=0.1


Tree=4503
num_leaves=31
num_cat=0
split_feature=5 4 1 1 3 2 1 3 1 3 0 0 2 2 1 1 2 2 0 3 3 1 1 5 3 2 3 0 0 1
split_gain=3.57213e+11 2.02618e+12 6.42385e+12 1.98424e+13 1.16969e+13 1.68361e+13 1.0944e+13 6.96068e+12 2.27284e+13 1.78451e+13 3.8875e+13 1.70629e+13 1.53574e+13 1.2445e+13 7.89863e+12 1.00042e+13 7.57224e+12 1.45503e+13 6.0083e+12 1.94227e+13 2.48151e+13 1.06592e+13 1.63431e+13 5.60774e+12 1.86049e+13 1.24884e+13 6.31828e+12 9.52587e+12 1.43675e+13 1.21442e+13
threshold=96.015000000000015 1.0000000180025095e-35 36.546174950000008 37.214886200000009 6.5000000000000009 3.5000000000000004 30.332994000000003 20.500000000000004 39.188277450000008 17.500000000000004 55.050600750000008 54.959412650000012 15.500000000000002 13.500000000000002 37.533784800000006 37.777459000000007 7.5000000000000009 16.500000000000004 55.745923000000012 9.5000000000000018 6.5000000000000009 39.021425200000003 39.666208800000007 161.85000000000002 5.5000000000000009 8.5000000000000018 4.5000000000000009 54.978840000000005 55.010031850000011 82.945329900000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 9 -9 12 -11 -10 13 14 -5 -16 -13 -18 21 20 -20 -17 -23 26 -25 -26 -24 -28 -29 -30
right_child=1 -3 3 7 -6 -7 -8 8 11 10 -12 16 -14 -15 15 18 17 -19 19 -21 -22 22 23 24 25 -27 27 28 29 -31
leaf_value=5.4480563863022606 22721.530110677086 -186.66305430206631 99927.898508522732 -55391.796726190478 -70334.753320312506 75532.551278409097 -67224.714749243954 94298.334218750009 -102734.20494791667 128199.2258091518 -41440.290602805399 27321.891309632647 -65361.758802083335 71825.984873383626 76565.87990234376 -58139.558243534484 -66262.193887134301 -3594.4009824218756 20479.070916295936 -33832.612603081601 150874.51046875 92810.387109375006 27573.012691885968 -47772.800578703704 77595.134743702176 -14575.954055059525 -31149.706700478833 57608.783647460936 -19579.096022962138 31118.02107282366
leaf_weight=4168594 24 148243 22 21 32 22 31 20 21 35 22 47 30 29 20 29 47 175 54 36 20 20 57 27 49 21 124 40 189 63
leaf_count=4168594 24 148243 22 21 32 22 31 20 21 35 22 47 30 29 20 29 47 175 54 36 20 20 57 27 49 21 124 40 189 63
internal_value=0 -151.84 3738.33 5819.71 -19519.7 1598.27 -27975.4 4088.62 -8808.6 8601.2 62724.3 -15919.4 4879.82 7517.18 5095.16 6791.06 -9142.06 -16861.9 4876.79 26412.6 55721.1 1049.75 3959.06 841.468 22744.3 49943.8 -3650.24 -7928.43 1932.66 -6904.82
internal_weight=0 149570 1327 1218 109 77 55 1196 310 886 57 290 829 799 770 749 269 222 729 110 74 619 590 570 97 70 473 416 292 252
internal_count=4318164 149570 1327 1218 109 77 55 1196 310 886 57 290 829 799 770 749 269 222 729 110 74 619 590 570 97 70 473 416 292 252
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=31
num_cat=0
split_feature=5 0 1 5 1 2 3 1 0 3 1 0 2 3 5 1 5 0 4 1 4 5 5 0 1 5 3 5 3 2
split_gain=3.51648e+11 4.26511e+12 1.19777e+13 7.13434e+12 8.14039e+12 8.33264e+12 1.49932e+13 9.22679e+12 9.91932e+12 1.09459e+13 1.26056e+13 1.35929e+13 1.01784e+13 2.09849e+13 2.51137e+13 1.55478e+13 1.15162e+13 1.13172e+13 9.15638e+12 9.1256e+12 9.08827e+12 1.08188e+13 1.52921e+13 2.64784e+13 8.54677e+12 1.92759e+13 4.82351e+13 2.74636e+13 1.66134e+13 1.00595e+13
threshold=36.715000000000011 45.005863250000004 42.09605220000001 24.010000000000002 38.911476500000006 2.5000000000000004 3.5000000000000004 39.826386800000009 43.642715500000008 6.5000000000000009 39.739656000000004 43.592450450000008 3.5000000000000004 5.5000000000000009 29.985000000000003 39.726951800000002 31.010000000000002 43.592450450000008 1.0000000180025095e-35 39.863684800000009 1.5000000000000002 29.050000000000004 31.990000000000006 43.465905150000005 39.488326500000007 28.035000000000004 6.5000000000000009 27.010000000000002 10.500000000000002 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 20 8 9 10 12 -12 16 14 17 18 -8 -14 -15 -9 21 -7 23 -23 -10 26 -26 28 -28 -27
right_child=-2 -3 -4 4 5 6 7 19 24 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=-1683.8343157242814 14.997812194164684 -105.43151670798621 -2559.5716231937317 138.22513512795737 721.90987400378367 4957.9106408029947 23617.595287596258 -29083.227008826991 4508.8209389856702 4484.9463790847594 -7243.0395929320257 19451.23496927771 -39878.371394230773 -30883.251562500001 45370.620093788682 -47016.726631030702 -1671.7235819498701 19900.9159529321 34597.9637345679 1027.016356528334 -27134.041545024673 149707.80853445872 21168.047962787336 34646.056732700898 -29224.467890444674 -19491.31634657118 184334.57649609377 16107.350517578127 62056.022929687497 19479.015481770835
leaf_weight=5919 3383571 883948 8611 13673 8315 203 349 103 3218 2656 468 322 52 29 505 57 372 81 81 4420 38 28 260 70 88 567 25 40 20 75
leaf_count=5919 3383571 883948 8611 13673 8315 203 349 103 3218 2656 468 322 52 29 505 57 372 81 81 4420 38 28 260 70 88 567 25 40 20 75
internal_value=0 -54.2976 838.184 1534.24 2061.66 3233.53 4711.85 4026.33 5877.22 8866.36 13891 3637.41 19199.2 26928.4 35188.8 -4629.54 10569.6 -3471.44 17334.7 341.331 20193.8 23399.6 33856.8 67520.8 2192.11 -6955.37 22670.7 76397.4 129989 -14938.7
internal_weight=0 934593 50645 42034 36115 22442 14127 13528 9005 4972 2316 790 1526 805 638 167 721 133 110 4523 599 561 358 98 4033 815 173 85 45 642
internal_count=4318164 934593 50645 42034 36115 22442 14127 13528 9005 4972 2316 790 1526 805 638 167 721 133 110 4523 599 561 358 98 4033 815 173 85 45 642
is_linear=0
shrinkage=0.1


Tree=4505
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 2 1 3 3 5 1 3 2 5 1 1 5 5 4 5 5 5 5 3 3 1 4 3 5 3
split_gain=4.4317e+11 4.92071e+12 1.34626e+13 5.23222e+13 3.79757e+13 6.59498e+13 6.20365e+13 5.54176e+13 5.31951e+13 3.76706e+13 4.87318e+13 3.31209e+13 2.47258e+13 2.04112e+13 2.03546e+13 1.70885e+13 1.99837e+13 2.0623e+13 3.66516e+13 1.59628e+13 1.58466e+13 2.20014e+13 4.20472e+13 1.64891e+13 3.01212e+13 4.93287e+13 2.69372e+13 3.22498e+13 2.21653e+13 3.05303e+13
threshold=43.642715500000008 44.039893800000009 39.826386800000009 40.810045900000013 6.5000000000000009 4.5000000000000009 40.247294600000011 7.5000000000000009 5.5000000000000009 40.905000000000008 40.247294600000011 3.5000000000000004 3.5000000000000004 34.920000000000009 39.739656000000004 41.900971000000006 137.05000000000004 225.45000000000002 3.5000000000000004 35.505000000000003 52.405000000000008 69.610000000000014 68.00500000000001 12.500000000000002 6.5000000000000009 39.666208800000007 3.5000000000000004 9.5000000000000018 76.00500000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 9 7 13 -7 12 11 -11 19 -6 20 -5 -17 18 -18 -4 -2 22 -22 24 28 26 27 -26 -23 -30
right_child=1 -3 3 15 6 8 -8 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-210.31977951308897 -5762.0921941698653 -1.9815916970799099 24807.18598614728 -20289.430381620601 17110.310546875 61266.304273399946 -135100.52077702704 108552.78252191312 238770.85556250002 95225.39553475217 95383.900861580158 14312.533496217055 -48430.937595274394 -69895.864236886162 -76393.130338101779 1559.6400025730727 159904.72494791669 -22507.306002604168 12884.088551682693 -22488.298950447002 12384.317332706431 -28857.341111341062 134685.45183189656 24190.701620744978 -90003.956747616045 -157358.46015625002 74457.584179687503 4790.5989309210527 -18081.38028287487 50588.838195972712
leaf_weight=97915 3551 4203278 270 356 52 52 37 41 25 58 124 396 82 56 37 9939 30 30 39 97 917 151 29 140 68 33 24 76 119 142
leaf_count=97915 3551 4203278 270 356 52 52 37 41 25 58 124 396 82 56 37 9939 30 30 39 97 917 151 29 140 68 33 24 76 119 142
internal_value=0 4.87968 1704.24 3598.85 22594 29636.6 -19206.9 9572.03 118898 22944.2 39824.3 24649.4 1214.34 -28004 -2482.75 1241.35 2004.95 46711.1 76806.1 12306.7 -1961.86 5980.83 16133.5 -6774.05 -13845.9 -45582.2 -23626.2 -39973.5 1637.07 19279.4
internal_weight=0 4.22025e+06 16971 11684 1290 1104 186 149 77 1027 578 454 449 108 5287 10394 10038 99 69 367 5250 1699 946 753 613 201 168 144 412 261
internal_count=4318164 4220249 16971 11684 1290 1104 186 149 77 1027 578 454 449 108 5287 10394 10038 99 69 367 5250 1699 946 753 613 201 168 144 412 261
is_linear=0
shrinkage=0.1


Tree=4506
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 5 3 3 5 2 2 2 3 5 5 0 0 1 5 3 5 5 5 4 5 4 4 3 0 1
split_gain=4.27419e+11 3.4686e+12 1.3615e+13 1.63826e+13 4.27062e+13 1.70753e+13 6.36958e+13 5.46738e+13 3.68612e+13 3.09146e+13 2.72346e+13 2.98496e+13 1.85725e+13 1.91473e+13 1.779e+13 1.73105e+13 1.65919e+13 3.22521e+13 1.56602e+13 1.52784e+13 2.06604e+13 3.76202e+13 1.67688e+13 1.29745e+13 1.28055e+13 1.15698e+13 1.13969e+13 1.13908e+13 1.10441e+13 1.40181e+13
threshold=45.067452850000002 41.950906500000009 1.5000000000000002 45.029420750000007 44.580511600000001 95.020000000000024 12.500000000000002 16.500000000000004 94.040000000000006 11.500000000000002 9.5000000000000018 8.5000000000000018 14.500000000000002 142.05000000000004 123.15000000000002 45.03656895000001 44.226894250000008 42.09605220000001 123.15000000000002 9.5000000000000018 123.15000000000002 137.05000000000004 114.05000000000001 1.5000000000000002 104.75000000000001 3.5000000000000004 1.5000000000000002 18.500000000000004 44.580511600000001 42.09605220000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 4 16 8 10 12 -5 -10 11 15 14 18 -8 25 -4 26 -14 -17 22 -22 24 -6 -21 -7 -18 -9 29 -3
right_child=-2 2 3 5 23 6 7 27 9 -11 -12 -13 13 -15 -16 19 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-226.64693071284788 10.74575374642516 13936.65223388672 674.65953210917542 4628.7635420293691 -895.03418202818057 -14702.836440373565 195556.10739583336 -60584.034401041667 -138605.03442234849 18955.722285156251 -108679.65913318453 94154.729476351349 57701.364796173875 -12292.517578125 90613.871283482149 -1633.7005924048015 3915.3406852380558 -23312.962732516771 161740.74442934783 -10641.331455078125 187463.57428977275 342.12118908110119 -66539.827641369062 -22300.597105451394 79630.072679924255 -87637.361301185345 24393.27014642836 35442.720386904766 -11578.725105414273 -2308.7085980130651
leaf_weight=365165 3867038 557 63189 5793 388 87 30 30 33 20 21 37 39 22 35 302 402 226 23 30 22 21 21 1048 33 29 839 21 1210 11453
leaf_count=365165 3867038 557 63189 5793 388 87 30 30 33 20 21 37 39 22 35 302 402 226 23 30 22 21 21 1048 33 29 839 21 1210 11453
internal_value=0 -92.1123 479.395 1015.91 539.913 5747.41 19420.9 68324.5 3869.24 -79148.1 3200.74 7237.66 98913.6 67856.6 139049 1336.87 918.743 11432.3 96296.6 10604.2 39705.5 96078.7 10847.8 -16516.9 36643.7 -32936.5 17759.8 -21043.6 -2472.71 -1555.28
internal_weight=0 451126 85961 72741 66092 6649 803 200 5846 53 603 582 149 84 65 545 64656 1467 62 429 127 43 84 1436 63 116 1241 51 13220 12010
internal_count=4318164 451126 85961 72741 66092 6649 803 200 5846 53 603 582 149 84 65 545 64656 1467 62 429 127 43 84 1436 63 116 1241 51 13220 12010
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=31
num_cat=0
split_feature=0 1 5 5 5 5 0 1 1 0 1 3 1 2 2 4 3 3 2 4 3 4 0 1 1 2 2 3 2 5
split_gain=3.77886e+11 6.44638e+12 2.00694e+13 2.4513e+13 3.71842e+13 6.36404e+13 8.14115e+13 4.19525e+13 2.67193e+13 3.54885e+13 4.45896e+13 7.24348e+13 3.7558e+13 2.29397e+13 2.36952e+13 4.22179e+13 2.39533e+13 4.73374e+13 2.82765e+13 2.13336e+13 2.17257e+13 2.06834e+13 3.39049e+13 2.05394e+13 2.00017e+13 1.93021e+13 2.16871e+13 1.8234e+13 1.81757e+13 1.79437e+13
threshold=44.580511600000001 41.950906500000009 36.305000000000007 48.035000000000004 44.905000000000008 44.205000000000005 43.592450450000008 39.767857750000005 40.247294600000011 44.039893800000009 40.810045900000013 5.5000000000000009 40.810045900000013 10.500000000000002 11.500000000000002 1.5000000000000002 14.500000000000002 12.500000000000002 12.500000000000002 1.5000000000000002 13.500000000000002 1.5000000000000002 44.039893800000009 39.718803500000007 39.694727950000008 3.5000000000000004 2.5000000000000004 16.500000000000004 9.5000000000000018 43.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 19 7 -7 -5 10 11 25 -11 -6 15 23 17 -16 -19 20 -4 22 -8 -15 -23 26 -10 -22 -21 -30
right_child=-2 -3 3 8 13 6 21 -9 9 12 -12 -13 -14 14 16 -17 -18 18 -20 28 27 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1818.1459386948807 5.5626073524395858 478.06064984381914 -3746.3400958355815 169.17248677073644 -9898.9920757212094 238037.478515625 160555.47929687501 75798.309828969592 130565.95262625557 -83731.038985667517 -16257.009955943715 -89394.733482142852 -14895.318278294613 -49170.280287388392 -91142.269765625009 7691.3703171502975 -36961.567897624642 17545.506178977274 181835.44822265627 1723.7416776965497 -36850.369737966437 -69883.44359556686 8137.7445601851859 -156941.13121236165 33618.615246212124 163479.74561941964 13917.985660367398 -8882.011962323797 46996.602841244108 -36170.752721774195
leaf_weight=20214 4170694 76666 6523 32225 5422 28 20 37 28 136 484 28 190 28 20 42 173 22 20 3748 380 43 54 48 33 28 37 603 159 31
leaf_count=20214 4170694 76666 6523 32225 5422 28 20 37 28 136 484 28 190 28 20 42 173 22 20 3748 380 43 54 48 33 28 37 603 159 31
internal_value=0 -157.32 -845.304 -1909.53 -4945.15 -1694.83 52207.3 145686 -313.341 -17014.7 -2682.98 51613.2 -43612.1 -11507.1 -36207.9 -72770.4 -17848.9 35481.7 95778.8 -2707.5 -5834.85 11699.8 49331.7 -117236 -24941.8 94067.2 64166.3 -19693.8 3253.36 33427.2
internal_weight=0 147470 70804 50590 17434 11659 215 65 33156 931 605 121 326 5775 353 118 235 62 42 11444 7506 150 74 76 76 93 65 983 3938 190
internal_count=4318164 147470 70804 50590 17434 11659 215 65 33156 931 605 121 326 5775 353 118 235 62 42 11444 7506 150 74 76 76 93 65 983 3938 190
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=31
num_cat=0
split_feature=0 1 5 3 3 5 5 2 5 2 1 3 4 5 1 5 5 5 1 0 0 5 5 5 5 5 5 5 1 4
split_gain=3.98863e+11 4.79937e+12 2.59896e+13 1.24934e+13 1.39754e+13 2.13835e+13 2.22123e+13 1.47129e+13 1.82218e+13 4.24985e+12 1.14339e+13 1.96701e+13 1.89934e+13 3.65493e+13 4.64777e+13 2.18248e+13 1.76817e+13 2.31408e+13 2.52249e+13 1.75576e+13 1.66747e+13 1.46992e+13 2.99541e+13 2.81019e+13 1.04796e+13 1.04025e+13 2.40998e+13 1.64351e+13 2.98396e+13 1.27667e+13
threshold=43.642715500000008 39.694727950000008 75.750000000000014 3.5000000000000004 4.5000000000000009 33.805000000000007 37.995000000000012 3.5000000000000004 51.815000000000005 1.5000000000000002 40.810045900000013 5.5000000000000009 4.5000000000000009 118.33500000000002 39.726951800000002 100.05000000000001 32.005000000000003 33.395000000000003 39.925119750000007 43.465905150000005 43.592450450000008 94.040000000000006 87.395000000000024 90.015000000000015 19.650000000000002 99.555000000000021 86.810000000000016 72.010000000000005 39.726951800000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -9 10 11 12 13 15 -15 16 -3 18 20 -13 -18 22 -19 -24 -21 26 27 -26 -29 -27
right_child=-2 9 -4 4 5 6 7 8 -10 -11 -12 19 -14 14 -16 -17 17 21 -20 24 -22 -23 23 -25 25 29 -28 28 -30 -31
leaf_value=-47655.930766368198 4.6293301519554708 -452.49257269959537 -91483.190671502976 97452.96864224138 -43295.952171566612 117206.51815429689 -47333.268851562505 -4215.6070197610297 106994.62602163463 -489.04150398499991 -1225.0064516162806 14438.416070410156 93673.450298602766 13687.225781250001 -181463.3293478261 82473.855249023443 -41709.034145972844 11105.640761813602 145628.8980758102 38863.518936011904 80307.798063151044 -56728.624571572582 182150.95548828127 16522.511149088543 -14825.494319496083 94783.016933593753 -108952.16880070615 115377.3615513393 -14031.792685746175 -13396.491992187501
leaf_weight=21 4220249 1475 21 29 38 30 25 34 26 84902 7065 375 26 26 23 40 21 2368 27 42 24 31 20 21 1058 20 26 28 49 24
leaf_count=21 4220249 1475 21 29 38 30 25 34 26 84902 7065 375 26 26 23 40 21 2368 27 42 24 31 20 21 1058 20 26 28 49 24
internal_value=0 -199.529 14421.3 25376.9 33803.8 21739.5 43229.5 17120 43975.5 -233.054 1466.36 4788.26 8474.47 7931.01 -77914.1 8975.56 8238.18 13341.2 69215 -4534.1 23366.6 11692.4 12572.9 97316.9 -10239.5 -11951 -13759.8 -11579.2 33026.1 35776
internal_weight=0 97915 224 203 182 153 115 85 60 97691 12789 5724 4102 4076 49 4027 3987 2512 72 1622 45 2440 2409 41 1247 1205 1161 1135 77 44
internal_count=4318164 97915 224 203 182 153 115 85 60 97691 12789 5724 4102 4076 49 4027 3987 2512 72 1622 45 2440 2409 41 1247 1205 1161 1135 77 44
is_linear=0
shrinkage=0.1


Tree=4509
num_leaves=31
num_cat=0
split_feature=5 4 3 1 3 4 2 0 5 0 3 0 0 2 6 1 5 1 3 0 0 2 5 3 2 4 5 1 0 6
split_gain=3.64498e+11 2.04882e+12 4.5499e+12 1.61099e+13 1.39093e+13 2.52605e+13 2.09017e+13 1.72942e+13 1.5156e+13 1.39404e+13 1.22837e+13 1.19467e+13 1.97571e+13 3.76915e+13 4.82237e+13 2.62539e+13 2.12092e+13 2.09286e+13 2.23722e+13 1.90431e+13 5.09072e+13 1.75848e+13 3.132e+13 2.8023e+13 2.01046e+13 1.68946e+13 2.03925e+13 1.67963e+13 1.28035e+13 1.21795e+13
threshold=96.015000000000015 2.5000000000000004 13.500000000000002 30.160599000000001 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 45.03656895000001 97.050000000000011 60.042666650000008 8.5000000000000018 56.863241500000008 58.000519000000004 4.5000000000000009 1.5000000000000002 30.578016350000002 104.75000000000001 30.259484550000003 11.500000000000002 43.514103700000014 43.642715500000008 8.5000000000000018 104.75000000000001 9.5000000000000018 3.5000000000000004 1.5000000000000002 107.05000000000001 30.370618100000005 59.950068600000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 5 -5 7 -7 -9 -6 -2 19 21 17 16 25 -15 18 -14 -12 -21 23 -23 24 -13 26 -16 -19 -27 -25
right_child=1 -3 3 4 9 6 -8 8 -10 -11 11 12 13 14 15 -17 -18 27 -20 20 -22 22 -24 29 -26 28 -28 -29 -30 -31
leaf_value=5.5033331776784262 373.00129519548676 -50.506429459051112 -88164.854667968757 125794.54641927083 -1159.1260221887846 99745.387926136376 -13500.753742141271 83593.332528409097 9465.8532935732892 54281.92989342731 5444.1980992810486 -87366.514765625005 -69583.454985608565 -171968.30841733873 118439.94873046875 -109632.18639062502 -46753.058186848961 71328.298771067421 61082.110195312503 -146674.29186197917 -15104.123102187599 -15502.091523437499 130196.25281032985 116427.76085205079 2685.810753676471 -1522.7160835597826 2174.0596638997395 -10440.587569056921 -69291.036337890633 30568.414397615132
leaf_weight=4168594 4265 138843 20 21 3228 33 169 33 168 46 464 35 38 31 22 25 24 89 20 30 1490 25 36 20 85 92 48 35 40 95
leaf_count=4168594 4265 138843 20 21 3228 33 169 33 168 46 464 35 38 31 22 25 24 89 20 30 1490 25 36 20 85 92 48 35 40 95
internal_value=0 -153.381 -1484.92 1342.8 1826.88 18869.1 13297.3 32651.5 21636 -380.174 -2984.91 -8204.1 2456.85 -10421 -33317.7 -12962.6 -117329 25056.4 -24526.4 -12287.9 -17700.9 22643.7 70483.8 10225.6 -23579.5 -998.503 38714.8 48248.4 -22058.6 45500.5
internal_weight=0 149570 10727 3718 3698 424 403 234 201 3274 7009 2744 760 464 282 227 55 182 58 1984 1520 296 61 235 120 202 70 124 132 115
internal_count=4318164 149570 10727 3718 3698 424 403 234 201 3274 7009 2744 760 464 282 227 55 182 58 1984 1520 296 61 235 120 202 70 124 132 115
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=31
num_cat=0
split_feature=5 3 5 1 0 0 5 3 3 1 3 1 0 0 3 1 6 5 3 5 4 2 0 0 5 0 1 0 2 5
split_gain=3.3213e+11 3.46612e+12 1.01284e+13 6.94303e+12 1.03047e+13 2.4979e+13 9.57494e+12 1.51317e+13 1.04363e+13 1.03969e+13 8.74056e+12 8.87738e+12 1.65713e+13 1.8656e+13 4.24238e+13 1.42088e+13 1.64813e+13 1.1614e+13 1.6311e+13 9.71209e+12 9.60593e+12 1.48185e+13 1.00396e+13 1.13903e+13 1.0438e+13 8.41964e+12 7.93213e+12 1.25226e+13 9.90057e+12 7.83939e+12
threshold=36.715000000000011 15.500000000000002 35.985000000000007 30.451272450000005 57.945214300000011 57.265292900000006 36.515000000000008 16.500000000000004 21.500000000000004 30.207352000000004 18.500000000000004 30.346469350000003 59.963407450000012 59.916647550000008 16.500000000000004 30.388336800000001 1.5000000000000002 36.005000000000003 17.500000000000004 36.005000000000003 1.0000000180025095e-35 11.500000000000002 59.990816400000007 60.042666650000008 33.585000000000008 60.052595500000002 30.226173900000003 59.820733200000006 6.5000000000000009 33.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 10 -8 9 -9 11 19 13 15 29 -13 -17 20 -19 26 -14 25 24 -24 -23 -22 -3 -28 -29 -15
right_child=-2 3 -4 4 -6 -7 7 8 -10 -11 -12 12 17 14 -16 16 -18 18 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-48.416139864458017 14.575651819542827 5041.9607418949472 -1420.3357189094179 125.30480747014927 -2796.3773401498538 14442.984173308532 37242.967449951175 17059.555886386304 -2536.0008326544835 -33691.049164800046 816.83944396728464 22350.904741943887 -975.18166280596142 40616.117158564819 -12451.530280787971 16360.700618929477 -26837.733566013318 214.10246943721063 -56989.661150762768 18912.179158569747 8092.7903342790205 46921.652726944638 -31737.276118164064 15965.391006095837 16305.257696203969 -9201.4928342664025 17210.893104225852 2886.0160061981042 -9897.60401828469 87002.358553641185
leaf_weight=646463 3383571 2055 58699 176130 12061 1227 64 47 398 286 29017 463 1383 54 93 185 169 162 72 297 1078 207 60 302 241 381 275 955 1657 112
leaf_count=646463 3383571 2055 58699 176130 12061 1227 64 47 398 286 29017 463 1383 54 93 185 169 162 72 297 1078 207 60 302 241 381 275 955 1657 112
internal_value=0 -52.7692 -162.617 284.852 32.0158 224.358 1481.75 -9383.17 -13465.3 -26528.1 1702 4219.86 7251.08 18233.4 41619.9 10819.6 -4262.28 4210.16 -17387.1 1348.91 5593.99 9598.03 20444 8058.87 30451.7 3576.6 293.412 -3086.66 -5223.65 71912.9
internal_weight=0 934593 705162 229431 189418 177357 40013 795 731 333 39218 10201 4962 1076 259 817 354 3886 234 5239 3652 2269 810 362 448 1459 4942 2887 2612 166
internal_count=4318164 934593 705162 229431 189418 177357 40013 795 731 333 39218 10201 4962 1076 259 817 354 3886 234 5239 3652 2269 810 362 448 1459 4942 2887 2612 166
is_linear=0
shrinkage=0.1


Tree=4511
num_leaves=31
num_cat=0
split_feature=1 5 1 5 2 0 0 5 0 0 2 2 3 5 3 3 5 1 2 4 3 5 4 3 6 5 5 5 5 3
split_gain=3.57262e+11 6.04871e+12 3.05322e+13 5.63101e+13 2.78231e+13 2.2595e+13 4.57859e+13 4.52892e+13 2.93434e+13 4.30188e+13 6.49823e+13 4.71217e+13 2.61319e+13 2.97327e+13 2.48053e+13 3.36713e+13 2.16556e+13 3.89841e+13 2.72955e+13 2.12323e+13 1.89658e+13 3.96227e+13 2.35444e+13 1.9247e+13 1.83982e+13 2.13174e+13 1.98148e+13 2.96054e+13 1.83585e+13 6.17724e+13
threshold=30.425002000000003 80.00500000000001 30.388336800000001 80.815000000000012 8.5000000000000018 60.003414000000006 60.042666650000008 84.030000000000015 59.846652800000008 59.834458500000004 8.5000000000000018 6.5000000000000009 6.5000000000000009 91.050000000000011 13.500000000000002 15.500000000000002 95.020000000000024 30.410108300000001 5.5000000000000009 4.5000000000000009 10.500000000000002 123.15000000000002 2.5000000000000004 7.5000000000000009 1.5000000000000002 89.00500000000001 103.45000000000002 107.05000000000001 93.00500000000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 -7 9 10 24 -11 -8 -14 19 -16 -9 18 -18 20 22 -22 23 -10 25 -5 28 -28 -26 -30
right_child=-2 2 3 5 -6 6 12 16 14 11 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-270.26707015668836 8.3359446134043225 323.30279021365249 56044.546545410158 25394.854206730772 188941.54688986077 152408.66941105769 65823.546335856125 63983.019387415217 110618.69963063888 11939.320893012155 -93193.632491629469 194037.34812500002 1.799855685763889 -123902.00683261648 31477.025692819734 -8182.0418074471618 -128900.234375 107966.01493055555 3010.1213741179436 70856.517012392243 -24694.393099667916 -165930.24761904764 -11524.083410259047 886.541962594697 36375.947040473089 -92896.976937500003 -57480.077364979617 40255.889280427633 -43938.651672944572 161693.72836914065
leaf_weight=287988 3983587 43892 50 39 23 39 24 129 31 27 49 30 45 34 410 448 21 27 62 29 367 21 380 33 144 25 46 95 21 48
leaf_count=287988 3983587 43892 50 39 23 39 24 129 31 27 49 30 45 34 410 448 21 27 62 29 367 21 380 33 144 25 46 95 21 48
internal_value=0 -99.2506 957.881 11285.2 97916.2 8875.16 31390.4 52491.2 5050.69 25767 15756.8 107780 -25561.4 -53323.9 -1264.24 10769.3 36186.7 3589.14 -30364.8 -13255.8 -16187.6 -32338.6 -2073.68 54038.1 28528.5 -20812.9 37449 8370.4 56698.2 99110
internal_weight=0 334577 46589 2697 73 2624 381 278 2243 524 467 57 103 79 1719 858 239 110 83 861 832 388 444 64 418 64 354 141 213 69
internal_count=4318164 334577 46589 2697 73 2624 381 278 2243 524 467 57 103 79 1719 858 239 110 83 861 832 388 444 64 418 64 354 141 213 69
is_linear=0
shrinkage=0.1


Tree=4512
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 2 3 0 5 5 0 5 3 5 5 0 3 3 3 5 2 3 2 0 0 3 1 2 2 3
split_gain=3.4966e+11 2.34683e+12 1.49875e+13 8.68947e+12 1.11816e+13 1.39875e+13 2.33197e+13 1.48732e+13 1.90012e+13 2.23732e+13 2.57228e+13 4.99677e+13 1.12242e+13 8.98844e+12 1.92599e+13 1.74246e+13 1.70392e+13 1.53838e+13 1.47026e+13 1.34091e+13 1.41449e+13 2.06285e+13 1.32692e+13 1.28511e+13 2.13168e+13 2.31545e+13 2.81108e+13 2.13555e+13 1.20081e+13 1.65119e+13
threshold=87.395000000000024 53.719078300000007 53.516665650000007 38.096381250000007 38.891822450000006 5.5000000000000009 13.500000000000002 46.672631750000008 120.05000000000001 95.020000000000024 44.732363600000006 101.05000000000001 3.5000000000000004 116.06000000000002 114.05000000000001 44.678200800000006 5.5000000000000009 10.500000000000002 15.500000000000002 120.05000000000001 15.500000000000002 15.500000000000002 14.500000000000002 44.580511600000001 44.732363600000006 10.500000000000002 37.314272700000011 7.5000000000000009 2.5000000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 7 -7 8 9 -5 11 -11 -12 14 17 16 -16 -2 28 20 21 23 -19 -15 -25 26 -26 -27 -17 -30
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 12 -13 -14 19 15 18 -18 22 -20 -21 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=6.9476495536464533 7421.504063990049 88.73453496138842 -17755.45827825263 -44557.048716001162 -743.67941470975029 -69855.700231206138 47686.601023065479 8751.5721628647643 -75659.975188337063 195728.27710937499 16606.371302688956 -8329.9108723958325 -58519.298785895277 -84132.803396739138 35205.430553668477 -16858.934505208334 -86518.352921195663 -4828.9069621312256 97713.43478064904 597.98166263037081 58912.375177556823 -69206.376495129545 15861.113009513878 57688.992853338073 -86414.844249131958 79281.950482021246 -3756.0066819508875 -21819.139609375001 70035.095438368066 -321.98215654481135
leaf_weight=4075234 3705 169145 505 108 63398 86 21 287 56 20 43 30 37 23 23 42 23 2543 39 1903 22 79 353 44 72 39 96 45 90 53
leaf_count=4075234 3705 169145 505 108 63398 86 21 287 56 20 43 30 37 23 23 42 23 2543 39 1903 22 79 353 44 72 39 96 45 90 53
internal_value=0 -116.549 -587.142 -468.829 -881.282 -13561.1 -46786.7 -7442.15 -23250.3 -10918.6 17027.1 73293.4 -18139.3 2406.14 4224.19 30402.4 -25656.5 3153.42 41914.5 -2971.3 -19143.5 -23458.2 -2306.95 -12128.7 -6533.77 -17747.3 -39181.2 25120.7 30151.5 43958.7
internal_weight=0 242930 73785 73280 64086 688 107 581 294 238 130 50 80 9194 6871 270 46 6601 224 2323 420 398 2896 319 296 252 168 84 185 143
internal_count=4318164 242930 73785 73280 64086 688 107 581 294 238 130 50 80 9194 6871 270 46 6601 224 2323 420 398 2896 319 296 252 168 84 185 143
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=31
num_cat=0
split_feature=1 1 5 2 0 4 0 5 2 5 2 0 5 2 3 0 2 0 6 2 2 5 6 6 0 2 5 3 0 2
split_gain=3.12853e+11 4.28273e+12 6.87923e+12 9.20778e+12 1.20065e+13 7.77304e+12 1.47186e+13 1.62915e+13 1.06505e+13 1.92398e+13 1.23917e+13 9.31971e+12 7.66553e+12 1.16035e+13 7.44843e+12 6.82387e+12 6.82266e+12 7.29763e+12 6.81238e+12 5.68567e+12 8.16494e+12 1.22209e+13 1.92339e+13 1.21978e+13 9.20226e+12 5.61837e+12 5.35784e+12 5.13334e+12 5.83768e+12 4.97828e+12
threshold=82.970752000000019 82.97193200000001 47.815000000000005 6.5000000000000009 54.945614000000006 2.5000000000000004 55.07108800000001 80.00500000000001 7.5000000000000009 59.810000000000009 5.5000000000000009 55.030402950000003 41.305000000000007 5.5000000000000009 5.5000000000000009 55.012873400000011 8.5000000000000018 54.945614000000006 1.5000000000000002 2.5000000000000004 8.5000000000000018 52.020000000000003 1.5000000000000002 1.5000000000000002 54.990279300000005 4.5000000000000009 58.305000000000007 9.5000000000000018 55.039751500000008 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -5 14 8 -8 10 -10 11 -7 13 -2 -4 18 17 -11 -6 26 21 -21 25 -22 29 -23 -16 -24 -29 -25
right_child=1 -3 5 4 15 6 7 -9 9 16 -12 -13 -14 -15 19 -17 -18 -19 -20 20 23 22 27 24 -26 -27 -28 28 -30 -31
leaf_value=11.380338973080189 -685.49702339988642 -22.079818264598533 -35058.113624811747 10021.673286492878 -4363.5659738539425 4957.5839337734378 11099.455223637135 84042.186235119065 28930.254834318814 -34318.474806547623 -17268.026487955733 -17970.586261097302 12401.486197034967 17100.663266439573 -7047.6135449218755 6937.7148049415191 6044.4429029895418 -1437.9292328042329 -16037.807975194255 -4769.1690211318573 -4320.7357873743631 8731.1637391333479 7064.9520939753611 -40248.914876302086 16887.751921001236 -9843.6859365991131 -23432.655426993537 34492.507177074534 82216.28020885837 -18346.618334173389
leaf_weight=3663311 2804 637985 83 556 1549 913 113 42 292 105 600 220 833 422 640 346 496 189 738 1569 2635 408 52 156 57 271 290 148 31 310
leaf_count=3663311 2804 637985 83 556 1549 913 113 42 292 105 600 220 833 422 640 346 496 189 738 1569 2635 408 52 156 57 271 290 148 31 310
internal_value=0 -63.6627 -1636.42 690.151 -3331 -3389.33 864.111 30864.6 -787.78 6996.74 -5648.05 505.512 3849.42 1641.15 -5288.99 -6150.63 -1110.34 -13181 -8130.77 -4912.74 -3717.58 577.984 9797.42 -7089.56 -21039.5 1317.64 -12156.9 34722.8 42757.5 -25678.7
internal_weight=0 654853 16868 7248 3189 9620 2970 155 2815 1082 1733 1133 4059 3226 6650 2633 790 294 2287 6567 5637 2479 910 3158 523 679 930 231 179 466
internal_count=4318164 654853 16868 7248 3189 9620 2970 155 2815 1082 1733 1133 4059 3226 6650 2633 790 294 2287 6567 5637 2479 910 3158 523 679 930 231 179 466
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 3 0 0 0 5 0 3 5 3 0 0 5 3 5 2 3 5 3 5 5 3 5 5 0 3
split_gain=3.23637e+11 9.58672e+12 9.97623e+13 4.257e+13 2.64121e+13 2.2622e+13 1.84106e+13 1.74983e+13 8.75828e+13 3.53238e+13 2.46182e+13 1.60745e+13 1.66295e+13 1.56685e+13 1.45917e+13 4.70336e+13 2.37075e+13 1.89153e+13 1.40973e+13 1.64659e+13 1.29677e+13 1.29609e+13 1.06739e+13 1.36834e+13 1.02736e+13 9.51106e+12 1.13556e+13 9.22758e+12 8.82398e+12 8.26222e+12
threshold=48.712293450000011 47.981192400000005 55.86787755000001 1.5000000000000002 86.810000000000016 3.5000000000000004 54.194619400000008 55.842510000000011 54.484631300000011 57.705000000000005 55.860536450000005 5.5000000000000009 38.455000000000005 2.5000000000000004 54.194619400000008 53.145783300000012 99.555000000000021 20.500000000000004 55.990000000000002 1.5000000000000002 2.5000000000000004 80.00500000000001 4.5000000000000009 85.91500000000002 41.995000000000012 3.5000000000000004 53.995000000000012 51.015000000000008 53.242949050000007 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 27 -3 8 14 13 11 12 -9 -10 15 -5 17 22 -8 -20 -11 28 25 -24 -15 -16 -27 -4 -17 -14
right_child=-2 2 4 7 -6 -7 18 10 9 20 -12 -13 29 24 16 21 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-7.8478145997284372 30.474131846489442 5124.6519159532136 8523.1392105882187 1658.2058681279702 -111626.85082720588 -28757.90182954073 14892.628214538334 -819.78052379332769 -1458.80850031728 -17192.114905427632 -12159.28906583193 -2340.4947138218408 572.01726841658115 -18961.57698823074 18725.442022190324 -19772.660157372695 90580.31389508929 -35453.645096842454 -5918.4197185578896 51399.097022005677 -82024.664760412823 -91064.903987068974 9519.3890091062804 -57041.342089843754 -45940.171540482959 27547.116481711648 131659.61931640626 -22814.669474226946 -60722.435529742324 16901.618730555052
leaf_weight=2373042 1928534 931 274 3717 34 1400 506 1122 237 38 1013 1953 373 290 83 685 35 96 61 281 164 29 887 32 275 22 20 143 57 1830
leaf_count=2373042 1928534 931 274 3717 34 1400 506 1122 237 38 1013 1953 373 290 83 685 35 96 61 281 164 29 887 32 275 22 20 143 57 1830
internal_value=0 -24.5939 -2420.26 328.176 -24302.3 -22668.3 14833.5 -1663.26 -5232.89 -32453.7 2119.72 4860.28 9089.78 -23040.1 -406.888 -3004.18 9513.68 7024.79 25492.7 41175.8 -69828.4 -25481.6 10930.9 7201.71 -32092.8 38347.5 77124.5 -2223.4 -22918.4 14136.8
internal_weight=0 2.38963e+06 16588 14737 1851 1817 1779 12958 6667 1004 6291 5278 3325 802 5663 4488 1175 1140 848 342 202 771 1044 919 565 125 42 417 742 2203
internal_count=4318164 2389630 16588 14737 1851 1817 1779 12958 6667 1004 6291 5278 3325 802 5663 4488 1175 1140 848 342 202 771 1044 919 565 125 42 417 742 2203
is_linear=0
shrinkage=0.1


Tree=4515
num_leaves=31
num_cat=0
split_feature=1 0 5 5 0 2 5 3 0 1 0 0 2 0 4 3 3 5 5 5 5 6 3 0 0 3 3 0 0 3
split_gain=3.11501e+11 1.52755e+12 4.99548e+12 1.27743e+13 3.55552e+13 6.60099e+12 5.43738e+12 4.72631e+12 3.92056e+12 2.90857e+13 8.5928e+12 6.48839e+12 6.37178e+12 9.87177e+12 5.29185e+12 1.01796e+13 6.50494e+12 9.48268e+12 5.88142e+12 8.15399e+12 8.22578e+12 5.45412e+12 5.29842e+12 4.9913e+12 6.06529e+12 4.74977e+12 4.48292e+12 4.47521e+12 7.51914e+12 2.68465e+13
threshold=104.38035940000002 52.056565900000003 112.04500000000002 150.04500000000004 60.063729500000008 2.5000000000000004 107.05000000000001 4.5000000000000009 52.485928400000006 114.17164950000002 53.37994195000001 55.601678500000013 2.5000000000000004 52.719210700000012 2.5000000000000004 15.500000000000002 8.5000000000000018 64.020000000000024 75.750000000000014 58.995000000000012 61.020000000000003 1.5000000000000002 14.500000000000002 55.777112100000004 56.635684300000008 3.5000000000000004 2.5000000000000004 59.609407350000005 57.814144100000007 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 8 -5 9 14 12 -12 -10 -14 16 -16 17 21 19 -18 22 -3 -21 -13 25 -25 -11 28 -26 -30
right_child=1 2 3 7 5 -7 -8 -9 10 26 11 23 13 -15 15 -17 18 -19 -20 20 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=2.7022893340342824 220.29604582337058 29051.258079798085 132348.99348060344 15037.640306712965 -38612.430627893518 26055.276326069081 -48719.568587239584 -39389.932131410256 2286.5024995527197 -36681.645776367186 -22217.789485524114 18765.674141671316 98102.174873046883 21932.413902523644 -7260.3279917185355 38815.5045838648 -9928.42133110543 49930.637832031251 -39391.272941984957 85009.372656250009 421.77564366494454 473.10017476656304 20754.873360558715 9728.5082300646554 1094.6830030700778 -38109.792655714897 -95730.054437934028 -1523.3620433641199 9426.7543983693959 120363.8624490489
leaf_weight=4274890 25873 68 29 27 27 38 24 39 131 20 133 140 20 114 2237 49 845 40 54 21 155 3727 33 29 2602 73 36 6244 423 23
leaf_count=4274890 25873 68 29 27 27 38 24 39 131 20 133 140 20 114 2237 49 845 40 54 21 155 3727 33 29 2602 73 36 6244 423 23
internal_value=0 -266.95 -991.42 16596.8 40273.3 -806.694 -1154.64 -17124.1 -1088.34 -2850.31 204.046 -282.95 17969.3 33301 -2294.18 -6272.7 -454.219 1495.69 -7203.21 -5554.11 12131.5 985.173 45742.7 23.0422 -256.282 -24508.7 -74641.3 9.94173 3151 15147.7
internal_weight=0 43274 17401 160 94 65 17241 66 17217 7285 9932 9667 265 134 7229 2286 4943 3835 1108 1054 209 3795 54 9534 9394 102 56 9292 3048 446
internal_count=4318164 43274 17401 160 94 65 17241 66 17217 7285 9932 9667 265 134 7229 2286 4943 3835 1108 1054 209 3795 54 9534 9394 102 56 9292 3048 446
is_linear=0
shrinkage=0.1


Tree=4516
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 2 3 5 3 5 1 2 5 5 2 1 2 2 3 5 5 1 2 2 5 5 2 5 2
split_gain=3.06851e+11 4.02096e+12 1.05093e+13 4.04221e+13 3.01625e+13 2.96855e+13 6.13324e+13 5.62697e+13 4.54904e+13 2.24917e+13 2.85846e+13 2.57193e+13 6.0834e+13 3.69562e+13 3.68532e+13 2.36003e+13 2.23974e+13 1.98961e+13 1.95701e+13 1.85115e+13 1.82065e+13 2.25473e+13 1.6511e+13 1.49701e+13 1.3154e+13 1.27231e+13 1.80218e+13 3.62902e+13 1.26299e+13 2.05176e+13
threshold=43.642715500000008 44.039893800000009 39.826386800000009 40.810045900000013 3.5000000000000004 6.5000000000000009 4.5000000000000009 5.5000000000000009 33.805000000000007 3.5000000000000004 41.995000000000012 40.247294600000011 2.5000000000000004 45.985000000000007 29.985000000000003 3.5000000000000004 40.247294600000011 1.5000000000000002 2.5000000000000004 7.5000000000000009 47.005000000000003 85.91500000000002 39.739656000000004 4.5000000000000009 3.5000000000000004 137.05000000000004 225.45000000000002 3.5000000000000004 52.405000000000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 4 5 6 9 -8 23 10 -4 17 14 -14 -13 -15 19 -11 -19 -10 -20 24 28 -7 -22 -5 27 -27 -2 -30
right_child=1 -3 3 25 -6 8 7 -9 16 11 -12 12 13 15 -16 -17 -18 18 20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-175.00837968401279 -5082.6573001243878 -2.1419277210767595 18948.091943359377 786.90521093519817 115784.86645507812 4060.868201264881 51986.695582932698 237099.58821614587 -60138.456896551725 42106.787724210779 110453.6753409091 -9313.3527343750011 -49009.67901862158 15418.79454243978 146797.72326108871 144712.51390625001 -128424.44659090909 -32971.050940006688 -14106.544985219596 47592.375142045457 70834.164134114588 -49415.850418526788 -68726.435578547302 96550.681328125007 2497.7916539634148 -10020.462913602942 -23117.271060267856 133093.92788217906 22298.412390747071 -1745.9060647680135
leaf_weight=97915 3551 4203278 90 10288 32 42 52 24 58 98 55 20 73 48 62 20 33 187 185 22 90 28 37 30 41 34 35 37 505 1194
leaf_count=97915 3551 4203278 90 10288 32 42 52 24 58 98 55 20 73 48 62 20 33 187 185 22 90 28 37 30 41 34 35 37 505 1194
internal_value=0 4.06041 1540.22 3214.17 19910.1 17471.3 23849.8 110443 -19523.9 17248.9 53657.1 11052.6 40232.5 401.744 108722 53446.4 -59106.2 707.485 -6933.06 -30512.5 7221.31 32036.7 -2159.13 42598.3 49446.4 1142.04 35610.1 64560.3 -1689.99 5400.87
internal_weight=0 4.22025e+06 16971 11684 1290 1258 1073 76 185 997 145 852 223 141 82 68 113 629 531 80 344 159 5287 72 131 10394 106 71 5250 1699
internal_count=4318164 4220249 16971 11684 1290 1258 1073 76 185 997 145 852 223 141 82 68 113 629 531 80 344 159 5287 72 131 10394 106 71 5250 1699
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=31
num_cat=0
split_feature=5 5 0 2 2 2 1 2 6 1 1 0 1 1 1 2 1 1 3 3 3 2 2 2 0 3 0 0 0 2
split_gain=3.18457e+11 2.28693e+12 5.63573e+12 7.51379e+12 1.02725e+13 1.4963e+13 2.28494e+13 1.53937e+13 1.39516e+13 1.21575e+13 1.06994e+13 7.71045e+12 8.73189e+12 7.7174e+12 7.34264e+12 6.97788e+12 6.30884e+12 5.33111e+12 5.151e+12 7.65168e+12 1.17368e+13 2.02588e+13 1.44551e+13 2.37357e+13 1.34047e+13 1.30814e+13 1.84293e+13 2.05505e+13 2.03278e+13 2.4174e+13
threshold=87.395000000000024 87.00500000000001 54.946533000000009 1.5000000000000002 9.5000000000000018 8.5000000000000018 82.962740850000003 4.5000000000000009 1.5000000000000002 82.973038550000012 37.328003200000005 54.945614000000006 82.962740850000003 82.961358250000018 82.968597500000016 2.5000000000000004 30.160599000000001 82.970752000000019 29.500000000000004 18.500000000000004 15.500000000000002 12.500000000000002 9.5000000000000018 11.500000000000002 56.863241500000008 14.500000000000002 59.846652800000008 55.664473600000008 59.939091550000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 7 -7 10 -8 -9 -5 12 13 15 -3 -12 -4 -14 19 20 21 25 -22 -24 -25 26 27 -18 29 -28
right_child=-2 2 16 4 -6 6 8 9 -10 -11 11 -13 17 -15 -16 -17 18 -19 -20 -21 22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.70489048469148341 -111.22740190577429 -10253.069723430668 56354.128125000003 -38339.013243140245 -3661.1096602182538 8520.2492891739621 56831.221866861975 -6066.0290477729059 6904.481784018988 9300.7958010396014 -12735.947300149937 32319.775137134311 -27486.504270833335 34091.299683689023 10564.595791666667 17023.252594784753 1.7003820595970738 4284.634654903628 -32908.489228723403 12506.493629226226 829.87062882133159 77378.50388327206 -102811.51287286932 -32023.302980025772 57889.389296875001 58023.680503806092 8449.3792245370369 22223.628464424895 -8772.3870536548675 -108179.01721379207
leaf_weight=4036531 242930 686 20 41 1197 771 192 1614 79 756 99 188 60 205 225 386 30069 441 47 499 184 34 44 97 20 39 27 422 209 52
leaf_count=4036531 242930 686 20 41 1197 771 192 1614 79 756 99 188 60 205 225 386 30069 441 47 499 184 34 44 97 20 39 27 422 209 52
internal_value=0 6.63041 771.666 3353.24 4632.28 6686.75 17299.6 3768.92 42276.9 -1164.21 12002.4 13499.1 10528.3 17824.4 -5111.49 10948.7 207.61 479.708 172.235 221.288 24.7846 229.894 -18317.3 -40199.9 -16653.6 144.78 71.4414 309.255 -25106.3 -68318.7
internal_weight=0 4.07523e+06 38703 6940 6029 4832 1042 3790 271 2370 1420 1379 1191 690 911 485 31763 501 31743 31696 31197 30852 345 161 117 30818 30779 30491 288 79
internal_count=4318164 4075234 38703 6940 6029 4832 1042 3790 271 2370 1420 1379 1191 690 911 485 31763 501 31743 31696 31197 30852 345 161 117 30818 30779 30491 288 79
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=31
num_cat=0
split_feature=5 0 0 6 5 5 5 2 1 1 1 1 5 5 1 2 1 1 5 3 3 4 3 3 5 5 0 1 5 2
split_gain=3.06696e+11 4.94061e+12 1.13068e+13 3.12216e+13 2.56439e+13 2.23187e+13 2.68591e+13 2.07387e+13 2.13467e+13 2.0794e+13 1.94692e+13 1.6988e+13 1.62976e+13 2.9371e+13 1.55592e+13 2.21637e+13 1.6407e+13 1.53944e+13 1.29481e+13 1.4834e+13 1.69627e+13 1.15518e+13 1.15034e+13 2.38571e+13 1.13795e+13 1.12168e+13 1.11819e+13 5.31412e+13 3.6165e+13 2.92258e+13
threshold=68.00500000000001 60.052595500000002 60.063729500000008 1.5000000000000002 107.05000000000001 94.040000000000006 85.91500000000002 8.5000000000000018 30.259484550000003 30.332994000000003 30.410108300000001 30.323743050000001 76.730000000000018 80.815000000000012 30.346469350000003 9.5000000000000018 30.468306550000005 30.451272450000005 132.05000000000004 22.500000000000004 14.500000000000002 3.5000000000000004 14.500000000000002 21.500000000000004 83.010000000000005 77.00500000000001 60.017447350000005 30.434657650000002 85.020000000000024 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 26 3 10 5 6 7 8 -5 12 -3 -8 -10 -14 22 -16 -17 -12 19 20 21 -6 -9 -24 -19 -25 -2 -28 29 -29
right_child=1 2 -4 4 18 -7 11 14 9 -11 17 -13 13 -15 15 16 -18 24 -20 -21 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=12.319541039934103 -43.614156700415627 1384.2795763753256 663.05655481194799 71216.012998383623 -51769.540632370285 61232.485690104171 10356.617684659092 11603.969886363637 2846.7790736607144 24282.740938281251 -56679.802468115653 -64526.654730224611 -148880.64189453126 -5250.5666517857144 119554.18653273811 -15164.815135482595 79244.284765625009 63551.025341796878 19337.493087810359 40435.126988636366 -121598.88815625 34430.358167613638 153226.93877467106 5789.2337681361605 -39363.184677269346 94524.111489762945 -905.11410608560789 16467.630690401325 -53769.977673714806 -24381.248730240226
leaf_weight=3557887 734763 600 11918 58 53 150 66 22 98 250 117 56 24 35 21 79 24 22 73 22 25 22 38 28 21 29 10488 241 293 641
leaf_count=3557887 734763 600 11918 58 53 150 66 22 98 250 117 56 24 35 21 79 24 22 73 22 25 22 38 28 21 29 10488 241 293 641
internal_value=0 -57.6521 1813.71 8908.09 19138 25740.2 19310.4 26797.4 14458.7 6370.43 -6880.89 -24016 -22152.4 -63676.4 50604.5 25923.2 6833.42 -37875.3 -13974.8 -33907.5 -50262.9 -26484.2 76762.5 91851.8 13290.6 50935 -92.3778 -3164.46 -23331.3 -13219.6
internal_weight=0 760277 13851 1933 1173 978 828 706 465 407 760 122 157 59 241 124 103 160 195 122 100 75 117 95 43 57 746426 11663 1175 882
internal_count=4318164 760277 13851 1933 1173 978 828 706 465 407 760 122 157 59 241 124 103 160 195 122 100 75 117 95 43 57 746426 11663 1175 882
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 5 2 1 1 1 1 2 1 5 4 3 5 5 5 1 3 1 3 4 1 5 3 1 3 6
split_gain=3.04056e+11 5.15381e+12 1.5761e+13 4.08596e+13 5.563e+13 5.04792e+13 4.72177e+13 4.13078e+13 3.63421e+13 8.34668e+13 6.7865e+13 4.11337e+13 3.18432e+13 6.33471e+13 7.84522e+13 3.57562e+13 3.21114e+13 2.80662e+13 4.22993e+13 2.66439e+13 2.87919e+13 9.05579e+13 1.47533e+14 8.40462e+13 4.35216e+13 5.5191e+13 6.66644e+13 8.08022e+13 5.43251e+13 6.81159e+13
threshold=30.425002000000003 59.916647550000008 59.932719750000011 86.02500000000002 19.500000000000004 67.990000000000023 5.5000000000000009 30.259484550000003 30.362552800000003 30.346469350000003 30.370618100000005 8.5000000000000018 30.388336800000001 78.010000000000005 1.5000000000000002 8.5000000000000018 44.005000000000003 59.810000000000009 49.505000000000003 30.410108300000001 9.5000000000000018 30.362552800000003 14.500000000000002 2.5000000000000004 30.362552800000003 92.035000000000011 5.5000000000000009 30.370618100000005 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -5 9 -8 11 17 13 14 16 -14 -12 18 -10 20 24 23 -23 -22 28 -26 -27 -28 -9 -30
right_child=-2 2 -4 7 5 -7 8 19 10 -11 12 -13 15 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-528.30084024131281 7.6902054913899107 4397.627736495162 21.51938072067712 70493.913281249916 -25939.043904161754 -176238.34320913465 20669.840039455608 -16512.214548150234 122265.6371002907 -66757.591920038481 99030.901815257355 -5374.4476996527783 -70517.42260416667 123318.69472656251 -65131.724423889551 41240.840141086766 4069.5656905869309 155064.05095119725 -50880.503125000003 53923.488044397163 -49475.973922552948 -130000.30749856214 34446.818191156155 66330.149876802883 -49477.836686905575 -12341.178490199705 171262.58368644069 37208.392794622188 -16736.38719371449 167357.53009396116
leaf_weight=149481 3983587 6704 173403 68 159 26 590 1661 43 134 51 36 30 37 159 626 118 77 21 67 121 163 82 130 92 169 59 189 44 37
leaf_count=149481 3983587 6704 173403 68 159 26 590 1661 43 134 51 36 30 37 159 626 118 77 21 67 121 163 82 130 92 169 59 189 44 37
internal_value=0 -91.5622 261.142 3814.66 7195.45 -47062.2 8359.11 -6521.28 22176.9 4488.52 32866.7 90030.4 22956.8 -718.816 -14710.9 36129.9 32726.5 114389 65452.1 -8382.34 -9902 -31711.9 -74960.9 10503.3 -5096.27 20627.2 36094.1 69100.3 -12612.5 67355.9
internal_weight=0 334577 185096 11693 8811 185 8626 2882 1922 724 1198 177 1021 365 328 656 169 141 64 2814 2747 496 245 251 2251 509 417 248 1742 81
internal_count=4318164 334577 185096 11693 8811 185 8626 2882 1922 724 1198 177 1021 365 328 656 169 141 64 2814 2747 496 245 251 2251 509 417 248 1742 81
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 3 1 1 5 3 3 5 5 1 1 6 1 3 1 1 2 3 1 4 5 5 3 3 3 4
split_gain=3.0304e+11 9.08472e+12 4.02776e+13 2.35593e+14 7.23808e+13 1.33237e+14 7.53119e+13 7.59224e+13 7.34064e+13 5.69358e+13 1.13331e+14 1.33502e+14 2.88292e+14 1.5976e+14 3.0848e+14 6.03115e+13 1.38786e+14 9.21462e+13 8.47351e+13 5.91252e+13 5.73764e+13 5.31123e+13 1.17277e+14 6.42458e+13 9.19133e+13 1.11395e+14 7.92686e+13 7.62083e+13 5.30522e+13 4.88095e+13
threshold=55.806974650000008 55.812836050000008 37.642309100000013 37.752451500000006 37.777459000000007 23.500000000000004 37.832345550000007 37.914142000000005 58.995000000000012 12.500000000000002 18.500000000000004 38.010000000000012 37.995000000000012 37.597123000000003 37.559851850000008 1.5000000000000002 37.559851850000008 23.500000000000004 37.475443250000005 37.597123000000003 6.5000000000000009 27.500000000000004 37.737121850000008 2.5000000000000004 53.005000000000003 57.005000000000003 18.500000000000004 21.500000000000004 16.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 21 5 8 -6 -8 -5 -2 11 12 -11 14 28 17 18 20 29 -18 -12 22 23 24 -4 -26 -27 -28 -13 -17
right_child=1 -3 3 4 6 -7 7 -9 -10 10 15 13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-19.061773390435221 8696.9017731106342 10.846142256747306 21634.044596497442 -35970.331842118278 32706.825182889141 6614.767510129388 -67631.894730201864 1738.6569616536574 -116438.60122715212 -48455.061986762157 -111589.84716640625 -54545.523145751962 -490163.54644886369 127866.10681600767 -345222.22736607143 -15211.87896515377 -204977.67171875003 -2058.7411804810358 137611.76375308388 -12368.88125 -30871.245185186403 -1602.0419422838659 121150.19849804687 -30633.002305327871 224849.12951562498 115640.00648567709 -13322.696950954863 195840.48250000001 56213.858735183188 85443.016321113799
leaf_weight=2845096 1687 1457133 568 395 790 698 161 7860 159 45 125 170 22 49 35 126 30 1548 95 34 298 227 200 122 50 150 135 20 58 78
leaf_count=2845096 1687 1457133 568 395 790 698 161 7860 159 45 125 170 22 49 35 126 30 1548 95 34 298 227 200 122 50 150 135 20 58 78
internal_value=0 36.8161 2411.57 5516.65 50.7393 -22448 3247.7 346.23 -59065 -5728.7 -14698.8 -65418.9 -193494 -37915.6 -68802.7 -6462.81 30994.8 -13361.4 59601.9 -102654 -54724.3 42883.1 50994.1 37567.1 46581.6 86497.8 63817.2 13666.1 -26369.9 23273.8
internal_weight=0 1.47307e+06 15935 11535 10063 1252 8811 8021 554 4400 2713 379 67 312 263 2334 363 1971 299 64 423 1472 1245 1045 923 355 305 155 228 204
internal_count=4318164 1473068 15935 11535 10063 1252 8811 8021 554 4400 2713 379 67 312 263 2334 363 1971 299 64 423 1472 1245 1045 923 355 305 155 228 204
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=31
num_cat=0
split_feature=1 0 1 5 5 5 3 0 2 0 4 0 0 0 5 1 2 2 3 3 2 2 3 3 3 3 5 5 3 0
split_gain=2.86576e+11 1.62064e+12 4.57952e+12 4.29802e+12 7.64778e+12 1.70335e+13 2.07551e+13 2.34264e+13 2.59742e+13 1.67874e+13 1.18881e+13 1.56228e+13 1.42509e+13 1.20362e+13 1.16276e+13 1.60944e+13 2.17179e+13 2.35522e+13 1.15265e+13 1.06706e+13 9.82936e+12 1.41714e+13 2.16124e+13 8.91745e+12 8.74043e+12 8.44234e+12 1.1249e+13 7.93002e+12 7.4948e+12 7.31783e+12
threshold=83.000022850000008 55.012873400000011 83.001749100000012 72.010000000000005 77.715000000000018 78.010000000000005 15.500000000000002 53.340367100000002 10.500000000000002 53.37994195000001 2.5000000000000004 53.719078300000007 54.978840000000005 53.355366400000001 75.015000000000015 83.093115700000013 5.5000000000000009 4.5000000000000009 7.5000000000000009 13.500000000000002 8.5000000000000018 9.5000000000000018 14.500000000000002 8.5000000000000018 14.500000000000002 14.500000000000002 74.010000000000005 73.995000000000019 5.5000000000000009 54.762542150000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 6 -6 -8 9 -9 11 13 25 20 15 -13 17 18 -17 28 23 22 -22 -5 29 -12 27 -27 -14 -16
right_child=1 -3 3 4 5 -7 7 8 -10 -11 12 14 19 -15 24 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=9.6901586937198871 -13420.55300686744 -201.13703382776927 1.8530056581118008 -13677.636703725962 -6443.3968702776165 1140.1716430757367 18671.351994243421 -164686.71368534485 4861.2466259765633 -66234.732340116272 3114.6467345549868 -10158.279275443338 66882.641369047618 42340.219347302671 -6512.6559981496721 -76473.092325367659 -4967.8067596435549 -148269.86452414774 19200.276542968753 -8622.8149038461543 15868.389959490742 4150.6163118489585 -99923.18605468751 20469.240962572992 -35135.328703791922 32238.94005553464 7964.8577344504101 98595.976019021749 22963.576835899868 35523.403517771294
leaf_weight=3782924 248 338517 172332 104 759 17744 38 29 30 43 3092 352 42 87 76 34 64 33 20 104 27 120 40 289 41 83 259 23 519 91
leaf_count=3782924 248 338517 172332 104 759 17744 38 29 30 43 3092 352 42 87 76 34 64 33 20 104 27 120 40 289 41 83 259 23 519 91
internal_value=0 -68.4873 159.774 176.915 1426.51 459.798 -12969.1 -48347.6 -73315.4 -105889 4703.3 -3337.58 7391.39 7655.66 -13650.5 -21874 -49184.9 -81712.5 -41038.5 20797.6 2452.98 -16419.3 -53260.9 11432.9 6236.15 4812.53 19195.7 46637.2 26251.6 16393.2
internal_weight=0 535240 196723 196475 24143 18643 899 140 102 72 5500 1378 4122 667 711 503 151 87 54 665 580 187 67 393 208 3457 365 106 561 167
internal_count=4318164 535240 196723 196475 24143 18643 899 140 102 72 5500 1378 4122 667 711 503 151 87 54 665 580 187 67 393 208 3457 365 106 561 167
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=31
num_cat=0
split_feature=3 2 2 2 0 3 3 2 0 1 1 5 4 5 0 3 0 0 1 1 0 5 0 5 6 0 0 5 5 5
split_gain=2.84014e+11 3.15208e+12 5.442e+12 4.25502e+12 4.1665e+12 3.6272e+12 2.95264e+12 2.87673e+12 8.62603e+12 2.21443e+13 4.82435e+13 1.36006e+13 3.37618e+13 1.35355e+13 1.42958e+13 1.19858e+13 8.5167e+12 7.69224e+12 2.15058e+13 1.74026e+13 1.33863e+13 1.31327e+13 2.07922e+13 1.15927e+13 7.31233e+12 1.1172e+13 4.74472e+13 2.85821e+13 1.80188e+13 1.26082e+13
threshold=9.5000000000000018 15.500000000000002 17.500000000000004 14.500000000000002 55.751981950000008 8.5000000000000018 8.5000000000000018 8.5000000000000018 45.254062050000009 39.925119750000007 39.899261850000009 107.05000000000001 3.5000000000000004 95.020000000000024 45.013473000000012 8.5000000000000018 44.874285750000006 44.039893800000009 39.714575750000009 39.666208800000007 44.580511600000001 49.995000000000012 43.592450450000008 72.705000000000013 1.5000000000000002 59.904813200000007 59.932719750000011 72.705000000000013 64.405000000000015 86.02500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 -3 -5 -1 9 10 11 13 -13 16 -15 -11 17 18 19 -9 -19 22 -20 -22 25 -10 -27 28 -28 -29
right_child=-2 2 -4 6 -6 -7 -8 8 24 15 -12 12 -14 14 -16 -17 -18 20 21 -21 23 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-6.2760181047482577 23.148398852919456 83422.460714285728 -7797.4386935763896 -11332.452166193183 2985.8071814903851 25319.400142045459 -57672.228125000001 13963.756175595237 1225.0036188023571 48842.709975961538 158666.82224702381 123858.54472064396 -15266.169256756759 -73091.000781249997 24582.685326086958 -7203.9220056200784 9635.8036374730218 -31058.136233520509 105812.23017113096 141232.10788352272 -2407.6338210533409 -40692.607493681069 -31814.563247282611 50190.109639756949 -1414.2644279524143 135602.5475341797 3052.7659542053702 123061.54831730771 -82871.762905092604 31128.659843750003
leaf_weight=1875579 2379540 21 54 44 26 22 20 21 4860 39 21 33 37 43 23 1764 2581 160 21 22 609 51 23 45 52131 32 254 26 27 35
leaf_count=1875579 2379540 21 54 44 26 22 20 21 4860 39 21 33 37 43 23 1764 2581 160 21 22 609 51 23 45 52131 32 254 26 27 35
internal_value=0 -28.4132 15979.4 -29.4289 34587.4 53695.3 -25813.6 -28.5776 -694.021 3091.66 7529.9 6664.85 50321.2 5815.74 -39053.2 -5991.6 6653.94 -1430.31 20401 79077.8 -5131.44 -6157.91 33871 1211.48 -1056.52 2506.64 19161.1 8265.99 -5203.33 70313.2
internal_weight=0 1.93862e+06 123 1.9385e+06 69 43 64 1.93844e+06 62858 5493 3690 3669 70 3599 66 1803 3533 952 138 43 814 95 44 654 57365 5234 374 342 281 61
internal_count=4318164 1938624 123 1938501 69 43 64 1938437 62858 5493 3690 3669 70 3599 66 1803 3533 952 138 43 814 95 44 654 57365 5234 374 342 281 61
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 0 1 5 2 6 5 2 3 5 3 1 0 3 3 5 6 5 1 3 3 2 2 2 5 1
split_gain=2.89226e+11 5.05748e+12 1.9675e+13 4.81196e+13 3.63873e+13 1.8647e+13 4.07562e+13 1.64125e+13 1.98694e+13 1.45239e+13 1.76763e+13 1.2771e+13 1.18441e+13 1.17788e+13 9.73063e+12 9.66443e+12 1.11035e+13 4.12721e+13 1.38283e+13 1.0932e+13 9.17409e+12 9.11179e+12 2.03956e+13 2.0759e+13 6.54703e+13 2.62915e+13 2.53244e+13 2.44538e+13 2.35133e+13 6.05004e+13
threshold=46.672631750000008 47.228519500000004 39.488326500000007 39.262370300000008 70.00500000000001 47.155083450000006 39.630124250000001 53.005000000000003 16.500000000000004 1.5000000000000002 76.730000000000018 4.5000000000000009 18.500000000000004 54.410000000000004 16.500000000000004 39.630124250000001 47.208883950000008 18.500000000000004 17.500000000000004 41.995000000000012 1.5000000000000002 120.05000000000001 39.726951800000002 6.5000000000000009 8.5000000000000018 7.5000000000000009 6.5000000000000009 14.500000000000002 161.85000000000002 39.694727950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 13 6 -4 15 21 14 -11 -2 -10 -5 -8 -7 17 -17 -18 -20 -19 -9 23 28 -25 26 -26 -27 29 -23
right_child=1 -3 5 4 -6 7 9 8 12 10 -12 -13 -14 -15 -16 16 18 20 19 -21 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-63.063104780375923 3734.6090118240886 -5.510663060956607 -36708.285549027205 10420.197252780634 73685.32710444821 1997.1291598585551 2996.1207370197753 3983.3836036013654 -42606.904516059032 -2843.9019679085973 -27513.247618128378 -5550.93234165799 -5236.0520876431628 27097.509091847216 27620.550489620418 5874.0357199252221 -5286.2222799576593 -33398.375709987879 -2447.1531279657106 6558.7118905742527 -10375.7907466248 109182.57554321289 -29427.202459411623 205139.83622159093 41027.249228125002 -16701.753161707671 162221.9403125 90610.073703125003 -88146.415598060354 -50126.600907044492
leaf_weight=622427 5318 3626770 363 1555 111 11004 497 15745 90 8289 301 2053 1470 582 237 4493 9819 299 3653 2136 411 40 80 22 125 141 20 25 29 59
leaf_count=622427 5318 3626770 363 1555 111 11004 497 15745 90 8289 301 2053 1470 582 237 4493 9819 299 3653 2136 411 40 80 22 125 141 20 25 29 59
internal_value=0 10.6209 858.934 5054.35 17861.8 178.949 -3834.47 961.818 3389.13 -2554.64 -3708.33 1148.36 -7392.06 14962.2 10947.1 -399.735 -1667.1 2333.55 -3000.73 875.792 -20071.2 4421.84 17182.3 25270.7 38427.1 26633.9 57743.8 -540.333 -8956.35 14240.7
internal_weight=0 3.69574e+06 68967 9619 2248 59348 9687 49661 17846 9324 8590 7371 1560 2137 734 31815 20811 5203 15608 5789 710 16286 541 461 333 311 145 166 128 99
internal_count=4318164 3695737 68967 9619 2248 59348 9687 49661 17846 9324 8590 7371 1560 2137 734 31815 20811 5203 15608 5789 710 16286 541 461 333 311 145 166 128 99
is_linear=0
shrinkage=0.1


Tree=4524
num_leaves=31
num_cat=0
split_feature=1 0 5 2 3 3 1 0 5 3 5 3 5 5 3 5 3 0 3 0 0 4 5 0 3 2 3 0 0 5
split_gain=3.36139e+11 5.20514e+12 1.47885e+13 9.89571e+12 1.70435e+13 7.11415e+12 5.23176e+12 2.31582e+13 1.96541e+13 2.33101e+13 2.21754e+13 1.81887e+13 1.9881e+13 2.08525e+13 2.0834e+13 1.92483e+13 1.75708e+13 1.63339e+13 2.94268e+13 1.31602e+13 1.85354e+13 1.22561e+13 1.12259e+13 1.08662e+13 1.08572e+13 1.07027e+13 9.10007e+12 8.36518e+12 2.55762e+13 3.54345e+13
threshold=39.718803500000007 43.592450450000008 77.715000000000018 6.5000000000000009 9.5000000000000018 4.5000000000000009 39.714575750000009 47.249522000000006 101.05000000000001 5.5000000000000009 125.85000000000001 20.500000000000004 105.35000000000001 142.05000000000004 11.500000000000002 103.45000000000002 7.5000000000000009 43.642715500000008 8.5000000000000018 47.236539400000005 47.228519500000004 3.5000000000000004 125.85000000000001 47.222459950000008 13.500000000000002 16.500000000000004 19.500000000000004 47.222459950000008 47.236539400000005 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 11 26 -10 21 12 15 17 16 25 -15 18 22 20 23 24 -14 -13 -11 27 -9 -8 -29 -30
right_child=-2 6 -4 -5 -6 -7 7 8 9 10 -12 19 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=64845.808948206017 24.279997942668345 -16.817400481108429 -58716.978437500009 -24811.210067471591 131162.44089843749 -2288.5085731907893 -8335.2942692750039 4827.0057719420602 67713.375355113632 17995.354281250002 -130706.07643229168 5249.9250915258281 4592.1770295516308 -10165.539583333333 40379.142127403844 -80017.17391493055 -141132.99042968752 11292.355884615103 164055.56443614131 -39630.366649682976 62048.329076704547 38391.813020833331 87843.572937500008 -20798.604592101699 -56588.815373727179 -30499.42060205603 -26057.802353817657 5396.202181317838 -10435.796681652126 -104161.53776041667
leaf_weight=27 2457250 1842673 20 22 20 38 6199 5789 22 25 24 2155 46 21 26 36 20 133 23 69 55 24 25 173 89 186 97 1816 1019 42
leaf_count=27 2457250 1842673 20 22 20 38 6199 5789 22 25 24 2155 46 21 26 36 20 133 23 69 55 24 25 173 89 186 97 1816 1019 42
internal_value=0 -32.0606 20212.1 34965.2 50436.7 25598.1 -33.4423 -1724.63 3311.95 -28871.6 -41988 -4263 -6227.81 19374.9 -29645.9 -7037.36 -74052.1 33843.6 65751.1 3423.16 4669.78 -26558.8 33906 3314.19 -40232.6 -6753.7 4318.03 -6267.06 -1810.69 -14146
internal_weight=0 1.86091e+06 127 107 85 65 1.86079e+06 18114 6070 184 162 12044 9592 294 67 9298 41 227 94 2452 2383 138 71 2328 114 9262 5886 9076 2877 1061
internal_count=4318164 1860914 127 107 85 65 1860787 18114 6070 184 162 12044 9592 294 67 9298 41 227 94 2452 2383 138 71 2328 114 9262 5886 9076 2877 1061
is_linear=0
shrinkage=0.1


Tree=4525
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 5 6 2 4 2 3 1 0 5 5 5 2 1 3 3 1 1 0 5 2 1 3 3 5 3
split_gain=3.03389e+11 5.14564e+12 1.76196e+13 1.73485e+13 2.46983e+13 1.96769e+13 1.28395e+13 1.25493e+13 1.30575e+13 5.30126e+13 5.94649e+13 2.55767e+13 4.22507e+13 2.60984e+13 1.80777e+13 2.14022e+13 2.40713e+13 4.87417e+13 1.42755e+13 5.93294e+13 1.47223e+13 1.67558e+13 1.21915e+13 1.21729e+13 1.39565e+13 1.37003e+13 1.44121e+13 3.15775e+13 3.0656e+13 2.58746e+13
threshold=68.00500000000001 53.145783300000012 52.719210700000012 49.964253350000007 137.05000000000004 120.05000000000001 1.5000000000000002 8.5000000000000018 1.5000000000000002 7.5000000000000009 13.500000000000002 39.614024000000008 43.592450450000008 104.75000000000001 94.040000000000006 88.015000000000015 3.5000000000000004 39.826386800000009 13.500000000000002 14.500000000000002 39.188277450000008 39.041623000000008 43.465905150000005 85.020000000000024 10.500000000000002 36.585378200000001 16.500000000000004 15.500000000000002 97.050000000000011 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 8 9 11 -11 18 13 14 15 16 17 -13 20 -20 21 -8 -18 24 -9 26 27 -25 -29 -28
right_child=1 -3 3 5 -6 -7 7 23 -10 10 -12 12 -14 -15 -16 -17 22 -19 19 -21 -22 -23 -24 25 -26 -27 29 28 -30 -31
leaf_value=12.252928188541988 1290.5215099928814 91.020347421142375 -735.98041668110955 -13994.63356121707 100253.19128125001 -85140.37659179687 12041.130952478794 -7026.1236953459047 -367.90309035926248 181433.88353568414 -9816.5374730603453 200556.16471354169 -31894.139097644729 -28482.557520906692 126048.97146739131 -65471.846093750006 40287.185635080648 26612.626339285718 208531.02433593752 22271.529700741525 94459.781796875002 -80327.448437500003 -51626.509924768521 9386.7882719601948 -1912.3509936992102 -947.6707918040928 -27121.73701688879 164387.44664963943 39951.676214231935 56707.00300033245
leaf_weight=3557887 35887 573701 773 1381 25 40 303 8615 106905 37 29 24 339 71 23 20 31 49 20 118 20 21 27 431 14026 17035 170 26 83 47
leaf_count=3557887 35887 573701 773 1381 25 40 303 8615 106905 37 29 24 339 71 23 20 31 49 20 118 20 21 27 431 14026 17035 170 26 83 47
internal_value=0 -57.3403 -513.533 -9371.24 2427.84 -15997.3 -406.918 -817.21 -254.776 10428.9 97399.6 5044.19 -9027.97 22611.4 43460 30880.2 45590.5 83799.5 22094.3 49265.7 11194.1 6054.28 -2500.22 -2320.03 -3858.16 -362.706 12800.9 21547.7 69633.6 -8965.28
internal_weight=0 760277 186576 2219 798 1421 184357 148470 108037 1132 66 1066 584 245 174 151 131 73 482 138 344 324 58 40433 22641 17792 757 540 109 217
internal_count=4318164 760277 186576 2219 798 1421 184357 148470 108037 1132 66 1066 584 245 174 151 131 73 482 138 344 324 58 40433 22641 17792 757 540 109 217
is_linear=0
shrinkage=0.1


Tree=4526
num_leaves=31
num_cat=0
split_feature=3 0 1 6 2 0 5 1 0 5 5 5 2 2 0 5 5 1 0 1 5 5 5 4 5 5 2 1 5 5
split_gain=2.96808e+11 4.7496e+12 8.05995e+12 2.05617e+13 1.62438e+13 1.58435e+13 2.09815e+13 1.50904e+13 6.76467e+13 2.35099e+13 2.89762e+13 2.70243e+13 1.61175e+13 1.80712e+13 1.54308e+13 1.6722e+13 1.54192e+13 1.45013e+13 1.36011e+13 1.2573e+13 1.12611e+13 1.464e+13 4.04906e+13 3.39409e+13 2.5082e+13 3.11365e+13 1.80766e+13 2.94644e+13 1.91512e+13 3.11227e+13
threshold=21.500000000000004 45.022371150000005 39.047276750000002 1.5000000000000002 11.500000000000002 45.005863250000004 83.010000000000005 39.071052600000009 45.005863250000004 75.015000000000015 50.805000000000007 103.45000000000002 11.500000000000002 7.5000000000000009 45.005863250000004 68.00500000000001 59.810000000000009 37.712318250000003 45.013473000000012 39.110397700000007 42.405000000000008 67.520000000000024 68.52500000000002 2.5000000000000004 63.855000000000011 60.610000000000007 13.500000000000002 39.739656000000004 80.00500000000001 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 17 -2 -7 8 -4 10 -10 12 13 -11 20 19 -12 -5 -13 -16 -9 23 -23 24 25 -22 27 -24 29 -28
right_child=1 -3 7 4 -6 6 -8 14 9 11 16 18 -14 -15 15 -17 -18 -19 -20 -21 21 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=8.725397229894126 10109.204007537599 -26.760667293767433 -11732.522814049031 13483.141633789064 -2567.292304510931 -7377.0529193878174 -93262.497499084478 8569.182867112213 23035.232378004046 -34455.036914062504 131031.93234579399 76350.130387126861 -38966.090966796874 83797.591939871665 -6794.4179944356283 -29414.960211271398 61952.699480168267 -26792.756589480003 -565.83074776785713 64816.001375000007 -8934.8887956408525 67349.548115924874 21345.274945388352 84520.089463141034 -32585.017875025365 36711.324197844544 -697.98358653675427 -41886.179623909884 236.93305665868274 -87752.984404645656
leaf_weight=3887566 878 420289 725 100 719 256 32 1242 197 24 43 67 104 28 1272 374 130 843 35 25 1421 99 515 39 385 167 88 86 338 77
leaf_count=3887566 878 420289 725 100 719 256 32 1242 197 24 43 67 104 28 1272 374 130 843 35 25 1421 99 515 39 385 167 88 86 338 77
internal_value=0 -78.7755 -2199.37 -6747.14 -13889.2 3433.07 -16919.9 -480.208 9078.11 33103.1 49259.9 9932.53 -16237.6 29219.5 -2590.59 -10785.9 79122.7 -22521.7 49957.4 -5414.11 481.979 -2642.22 6084.7 -7860.16 -9686.22 -4134.56 590.839 12297.2 -13396.3 -41323.7
internal_weight=0 430598 10309 2828 1662 1166 288 7481 1353 628 370 258 156 52 6128 1671 173 943 102 1297 4457 3215 1203 2012 1973 1588 1104 601 503 165
internal_count=4318164 430598 10309 2828 1662 1166 288 7481 1353 628 370 258 156 52 6128 1671 173 943 102 1297 4457 3215 1203 2012 1973 1588 1104 601 503 165
is_linear=0
shrinkage=0.1


Tree=4527
num_leaves=31
num_cat=0
split_feature=5 3 0 1 1 2 0 0 5 2 4 3 3 0 1 0 5 1 3 1 4 1 5 6 0 3 1 1 0 3
split_gain=2.80162e+11 1.76201e+12 5.62122e+12 1.02741e+13 1.74352e+13 2.5431e+13 1.69177e+13 2.21329e+13 2.38324e+13 3.32847e+13 2.78764e+13 2.08193e+13 1.72177e+13 1.99249e+13 1.60616e+13 1.64158e+13 1.57707e+13 1.57224e+13 2.21252e+13 3.27347e+13 4.42802e+13 2.82907e+13 2.01133e+13 1.57159e+13 1.58107e+13 1.57758e+13 1.98396e+13 2.07459e+13 1.44728e+13 1.38404e+13
threshold=96.015000000000015 5.5000000000000009 47.272352350000006 52.395917250000004 43.94115175000001 1.5000000000000002 56.320495600000008 56.338501050000012 137.05000000000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 2.5000000000000004 51.369916400000001 50.888703650000004 55.745923000000012 103.45000000000002 82.91993380000001 4.5000000000000009 82.911991800000024 3.5000000000000004 82.907204800000002 107.05000000000001 1.5000000000000002 55.777112100000004 3.5000000000000004 47.854228500000012 49.201680550000006 55.034903650000011 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 16 12 8 10 -10 -8 -11 -7 -14 -15 -16 -6 18 -5 21 22 -20 -21 -18 29 26 -26 -28 -23 -25
right_child=1 -3 3 17 5 6 7 -9 9 11 -12 -13 13 14 15 -17 23 -19 19 20 -22 28 -24 24 25 -27 27 -29 -30 -31
leaf_value=4.8248348254432711 -3165.2776478159126 33.070579363427356 -103.86327526290309 826.09321683287499 22923.797199256675 -34668.431079963237 28012.994110576925 15241.017335359817 119142.21580528846 -76011.855818965516 161689.68232797476 49899.829817708334 98337.146574519225 6767.5217168496256 53130.835042198916 -39928.055504261371 -88260.240283203137 2041.9624940155772 -13254.382286605871 -80615.366681985295 21307.317842741937 114928.1549375 -205087.95059523813 3393.1442508012824 -15688.347588958741 -19463.950741659628 146928.68846807067 7670.29244140625 14057.894087357956 -69725.176206118107
leaf_weight=4168594 7626 120789 10859 1926 103 85 26 284 26 29 39 24 26 1444 137 22 32 3485 2117 34 31 25 21 39 40 148 23 20 33 77
leaf_count=4168594 7626 120789 10859 1926 103 85 26 284 26 29 39 24 26 1444 137 22 32 3485 2117 34 31 25 21 39 40 148 23 20 33 77
internal_value=0 -134.471 -837.613 1.46842 1663.83 8979.14 13649.1 31433.7 63369.3 26467.7 108219 -18995.2 9208.14 11497.6 10089.1 40254.8 -11774.1 -2920.02 -7050.06 -13759.2 -74270.3 -11366.6 -128141 -21203.9 -15020 106.351 35002.8 82157.3 57536.5 -45142.3
internal_weight=0 149570 28781 21155 13483 2624 2142 428 144 79 65 53 1714 1629 1603 159 482 7672 4187 2261 86 2175 55 379 347 231 83 43 58 116
internal_count=4318164 149570 28781 21155 13483 2624 2142 428 144 79 65 53 1714 1629 1603 159 482 7672 4187 2261 86 2175 55 379 347 231 83 43 58 116
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 0 2 4 2 2 1 1 2 2 0 6 3 3 1 0 0 5 0 0 2 2 3 5 0 3
split_gain=2.80343e+11 5.22309e+12 2.63653e+13 4.17022e+13 3.57291e+13 6.4781e+13 5.63577e+13 5.49986e+13 8.87428e+13 4.62849e+13 5.57251e+13 2.41274e+13 2.24746e+13 1.997e+13 2.95508e+13 2.36216e+13 2.2262e+13 2.95358e+13 1.54484e+13 1.86242e+13 3.68429e+13 3.66761e+13 2.41189e+13 3.48093e+13 5.26414e+13 3.82068e+13 2.09856e+13 2.40612e+13 2.01681e+13 2.65893e+13
threshold=30.425002000000003 80.00500000000001 80.815000000000012 30.388336800000001 59.904813200000007 59.950068600000009 3.5000000000000004 2.5000000000000004 2.5000000000000004 12.500000000000002 30.323743050000001 30.305955500000003 8.5000000000000018 3.5000000000000004 59.963407450000012 1.5000000000000002 17.500000000000004 25.500000000000004 30.388336800000001 60.003414000000006 60.042666650000008 84.030000000000015 59.846652800000008 59.834458500000004 8.5000000000000018 6.5000000000000009 6.5000000000000009 91.050000000000011 59.982527000000012 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 11 -9 10 -10 -6 -5 -7 15 -15 -16 -18 -4 22 21 -21 23 24 -20 -25 -22 -28 29 -24
right_child=-2 2 18 12 5 13 -8 8 9 -11 -12 -13 -14 14 16 -17 17 -19 19 20 26 -23 28 25 -26 -27 27 -29 -30 -31
leaf_value=-246.83636453342589 7.3842515872816001 35831.831946060505 20.427660614284001 50444.384104492194 -55883.924465460528 -20752.00727274477 -43120.165957986741 -30025.501266891893 249267.63710561898 35273.945753761574 79879.899495967751 48945.407591834439 169886.69130434783 33984.434141885082 -18936.356887800142 173378.37593750001 46101.7147604852 -38321.604927034197 25726.386973053421 137211.48545673079 59173.218847656251 32623.334540893047 -11880.014762672603 10709.514503761575 -83829.546173469396 174679.86601562501 371.44627848307294 -111090.5112678079 -71447.470507812497 13296.057722325961
leaf_weight=287988 3983587 141 42588 50 38 203 252 37 52 27 31 52 23 31 177 20 190 53 418 39 24 239 860 27 49 30 45 34 40 819
leaf_count=287988 3983587 141 42588 50 38 203 252 37 52 27 31 52 23 31 177 20 190 53 418 39 24 239 860 27 49 30 45 34 40 819
internal_value=0 -87.9194 894.419 14525.6 10408.1 21280.1 -14793.9 66249.9 103943 149005 186002 4684.13 88076.9 5467.32 16767.8 88648.7 8039.39 27688.4 479.26 7926.19 28367.5 47295.8 4453.99 23235.8 14231.2 97009.7 -22720.4 -47599.5 -1271.23 400.63
internal_weight=0 334577 46589 1377 1304 911 393 237 147 110 83 90 73 674 471 51 420 243 45212 2624 381 278 2243 524 467 57 103 79 1719 1679
internal_count=4318164 334577 46589 1377 1304 911 393 237 147 110 83 90 73 674 471 51 420 243 45212 2624 381 278 2243 524 467 57 103 79 1719 1679
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=31
num_cat=0
split_feature=1 4 1 0 3 0 3 0 3 6 0 0 3 5 2 5 5 5 6 3 2 5 5 0 2 4 1 2 5 0
split_gain=2.9415e+11 2.9995e+12 3.21532e+12 2.64932e+13 2.78199e+13 3.63772e+13 6.42668e+13 3.26798e+13 3.33464e+13 3.11753e+13 2.41175e+13 7.8796e+13 4.24878e+13 2.71563e+13 2.84759e+13 9.26037e+13 2.85348e+13 4.85475e+13 3.93606e+13 2.49015e+13 2.46747e+13 3.48575e+13 5.30866e+13 4.72407e+13 5.33833e+13 4.22888e+13 4.12781e+13 3.49783e+13 4.68347e+13 3.17545e+13
threshold=30.332994000000003 7.5000000000000009 30.315880100000005 59.755965500000009 12.500000000000002 59.820733200000006 6.5000000000000009 59.834458500000004 9.5000000000000018 1.5000000000000002 59.863160500000006 59.853570100000006 11.500000000000002 47.005000000000003 5.5000000000000009 54.035000000000004 79.730000000000018 73.995000000000019 1.5000000000000002 5.5000000000000009 3.5000000000000004 73.010000000000005 72.705000000000013 59.882016200000002 6.5000000000000009 1.5000000000000002 30.323743050000001 6.5000000000000009 90.015000000000015 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 9 8 -7 -5 11 -9 13 19 16 -16 17 -15 -18 -13 -12 22 -22 24 26 -25 -23 29 -29 -27
right_child=-2 -3 3 4 -6 7 -8 10 -10 -11 20 12 -14 14 15 -17 18 -19 -20 -21 21 23 -24 25 -26 27 -28 28 -30 -31
leaf_value=-40.588073888724949 -6.2724358298892335 -29163.780396205359 -74839.202619735064 90.393607729957225 -1566.4155911189168 1175.5845007142025 79407.494369060674 -1649.785204185268 -72058.479535964434 63392.63639181386 -2203.3953865863418 -41396.697054687502 -84250.875212296203 86050.856115502058 172089.82563657407 -49796.909330897179 -82986.545386904763 241073.99201766305 71681.307628752067 63050.637686011905 2956.9630842945498 141853.54304484578 -100558.5678125 -105019.34802734375 -65638.505968750003 -11252.590613193199 31727.757639600415 58900.62409917092 2988.6474374412596 19717.783020660234
leaf_weight=201008 4082379 35 46 504 18378 134 171 875 116 92 6341 50 23 166 27 62 21 23 76 42 5409 77 50 30 25 610 61 343 266 724
leaf_count=201008 4082379 35 46 504 18378 134 171 875 116 92 6341 50 23 166 27 62 21 23 76 42 5409 77 50 30 25 610 61 343 266 724
internal_value=0 108.601 112.947 1001.26 1101.81 4106.87 25366.8 3058.29 -32805 9861.88 3644.26 16329.8 48436.2 54971.1 66915.3 17517 82287.4 104916 38196.5 6285.78 2401.74 6246.52 2008.85 17076.8 68816.9 12802.3 93174.8 14621.5 34479.3 5555.92
internal_weight=0 235785 235750 34742 34696 16318 767 15551 250 596 15301 1365 490 467 375 89 286 189 97 92 13936 7595 5459 2136 163 1973 138 1943 609 1334
internal_count=4318164 235785 235750 34742 34696 16318 767 15551 250 596 15301 1365 490 467 375 89 286 189 97 92 13936 7595 5459 2136 163 1973 138 1943 609 1334
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 1 1 1 0 4 5 4 1 2 4 0 6 0 2 0 1 1 0 0 0 0 2 2 5 3
split_gain=2.93417e+11 4.29114e+12 8.35507e+12 1.45946e+13 1.59302e+13 1.37167e+13 1.41713e+13 3.57756e+13 1.60108e+13 1.5262e+13 1.26352e+13 1.23293e+13 1.14648e+13 1.70287e+13 3.45334e+13 1.16055e+13 1.36993e+13 1.48193e+13 1.62609e+13 1.02096e+13 1.02056e+13 3.0462e+13 3.93566e+13 1.28473e+13 2.29679e+13 2.06577e+13 1.49316e+13 1.38406e+13 1.24128e+13 1.17605e+13
threshold=68.00500000000001 66.50500000000001 23.500000000000004 82.907204800000002 82.91993380000001 60.601268000000012 37.487839250000007 37.516458750000005 47.287300150000007 1.5000000000000002 66.990000000000023 1.5000000000000002 30.346469350000003 3.5000000000000004 2.5000000000000004 60.042666650000008 1.5000000000000002 59.932719750000011 15.500000000000002 55.777112100000004 37.869926150000005 39.753614400000011 55.820531900000013 55.806974650000008 55.769960200000007 55.885524800000006 28.500000000000004 14.500000000000002 67.520000000000024 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 12 10 11 -10 -8 -9 13 -4 15 16 -15 -18 -19 -12 23 22 29 24 27 -25 -27 28 -11 -22
right_child=-2 2 3 4 -6 -7 7 8 9 20 19 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-3.7267557761436194 -56.390191934914753 1099.5652758462375 -66827.575917514536 -37110.359223269632 -5474.0148674027641 14897.655626796321 9461.6472541360308 -69698.743554687506 68844.99231144831 -31231.316610616719 8019.2271205357147 9671.8992770442565 14197.779025908048 -55557.199461308228 88133.2539863782 30002.196898437502 -38195.077379108297 79780.87136600379 -24861.768473307293 -66427.668731770842 41720.583025568187 -4462.8126366609649 -163948.58335597828 -31321.676599667677 85301.773215793932 20773.425703234112 -64819.553456182068 19674.286587972882 11188.261970195621 -33594.357849121094
leaf_weight=3485947 760277 66009 43 242 465 492 34 20 26 151 21 913 754 81 39 50 58 33 27 150 22 1014 23 268 37 179 23 279 127 360
leaf_count=3485947 760277 66009 43 242 465 492 34 20 26 151 21 913 754 81 39 50 58 33 27 150 22 1014 23 268 37 179 23 279 127 360
internal_value=0 12.0499 776.528 -2818.71 -16302.9 -993.804 -2646.09 -5630.98 -3213.87 -7372.9 -46214.9 7970.49 7387 -8127.57 636.667 -13067.6 -23889.2 -2150.96 32691.7 -57285.1 -8170.99 -13722.5 -36906 -767.24 9007.19 -13120.5 11027.7 3939.15 -11852.6 -29256.8
internal_weight=0 3.55789e+06 71940 5931 707 5224 4732 3647 3442 2509 205 933 1085 331 288 249 199 118 60 171 2483 1419 405 1064 594 470 202 557 278 382
internal_count=4318164 3557887 71940 5931 707 5224 4732 3647 3442 2509 205 933 1085 331 288 249 199 118 60 171 2483 1419 405 1064 594 470 202 557 278 382
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=31
num_cat=0
split_feature=3 0 1 5 0 0 1 1 0 0 5 0 3 3 3 6 5 0 5 6 1 1 5 1 6 2 1 5 0 3
split_gain=2.91353e+11 3.11353e+12 1.09117e+13 1.87357e+13 2.889e+13 7.76519e+13 7.29872e+13 3.45174e+13 7.08283e+13 4.32813e+13 3.55552e+13 4.36415e+13 5.08258e+13 3.34777e+13 2.91818e+13 2.91427e+13 2.85847e+13 2.73296e+13 4.42816e+13 6.37021e+13 5.52991e+13 1.33085e+14 7.8805e+13 5.14355e+13 4.06169e+13 4.46335e+13 3.40192e+13 3.13236e+13 3.11177e+13 2.94766e+13
threshold=9.5000000000000018 59.834458500000004 37.533784800000006 41.505000000000003 55.860536450000005 55.851332700000007 37.487839250000007 37.098288800000006 56.028355650000009 56.093493200000005 95.020000000000024 55.975961550000008 5.5000000000000009 5.5000000000000009 5.5000000000000009 1.5000000000000002 66.990000000000023 55.899899800000007 81.910000000000011 1.5000000000000002 37.39371280000001 37.275078000000001 70.50500000000001 37.516458750000005 1.5000000000000002 2.5000000000000004 37.362912300000012 57.705000000000005 55.87722990000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 -7 8 16 10 17 -12 -13 -5 -11 -16 -6 18 20 -20 21 -9 23 -22 -23 28 -19 -25 -26 -24
right_child=-2 -3 -4 4 7 6 -8 9 -10 14 11 12 -14 -15 15 -17 -18 26 19 -21 22 24 29 27 25 -27 -28 -29 -30 -31
leaf_value=-738.06822526787482 23.44556952424902 -462.4224634819077 -74.536517126677765 -1532.0293052381571 -12852.89542196277 -16995.526374463854 -99871.317942489506 -1878.8106086440102 3019.3966827892664 -7873.4041690413915 -27351.153393679888 2387.467829367898 179416.38627717391 2545.2292815476003 -58698.53857421875 15209.614817149926 -48601.088605287194 7811.5626459853856 210256.08993716032 33630.266552197798 -3703.6958636624472 6697.2542097761825 -20152.159338831021 24184.957663352274 119870.91941105771 124181.52734434546 28761.385133810185 117181.08838433161 12748.223210366925 -115301.18544207318
leaf_weight=57779 2379540 152543 1605891 36131 1162 993 119 682 27751 2127 390 55 23 45496 56 1128 277 1214 23 182 1792 74 54 110 39 164 2144 54 89 82
leaf_count=57779 2379540 152543 1605891 36131 1162 993 119 682 27751 2127 390 55 23 45496 56 1128 277 1214 23 182 1792 74 54 110 39 164 2144 54 89 82
internal_value=0 -28.778 8.25811 746.141 1446.7 382.924 -25864.4 3665.29 1897.69 8587.63 12954 -13694.6 54588.3 740.49 -869.044 11714 -19734.2 14814.6 8416.85 53446.8 5476.99 24226.7 -3915.78 1201.99 72871.4 89641.5 21187.5 54805.6 45387.2 -77521.4
internal_weight=0 1.93862e+06 1.78608e+06 180190 122411 82739 1112 39672 29190 10482 7171 468 78 81627 3311 1184 1439 6703 3345 205 3140 1048 2092 1956 366 292 3358 164 128 136
internal_count=4318164 1938624 1786081 180190 122411 82739 1112 39672 29190 10482 7171 468 78 81627 3311 1184 1439 6703 3345 205 3140 1048 2092 1956 366 292 3358 164 128 136
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 3 0 4 3 1 0 6 5 3 0 5 5 3 5 5 5 5 4 3 2 2 3 4 0 2
split_gain=3.10595e+11 5.0375e+12 3.7757e+13 2.09478e+13 2.75698e+13 2.94058e+13 1.99182e+13 2.08251e+13 1.8475e+13 1.86306e+13 2.59178e+13 1.84568e+13 1.7894e+13 1.753e+13 6.59783e+13 2.18428e+13 1.53637e+13 1.53049e+13 1.91984e+13 2.04791e+13 1.5937e+13 3.83413e+13 6.57729e+13 3.82316e+13 3.04475e+13 2.89268e+13 2.55091e+13 1.57311e+13 2.19262e+13 1.42729e+13
threshold=39.704585000000002 39.666208800000007 47.297889100000013 11.500000000000002 47.249522000000006 24.500000000000004 47.236539400000005 3.5000000000000004 20.500000000000004 39.694727950000008 47.287300150000007 1.5000000000000002 58.755000000000003 18.500000000000004 43.642715500000008 73.995000000000019 72.705000000000013 10.500000000000002 32.910000000000004 42.005000000000003 89.00500000000001 118.33500000000002 2.5000000000000004 7.5000000000000009 5.5000000000000009 3.5000000000000004 3.5000000000000004 1.5000000000000002 47.236539400000005 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 5 6 13 -8 9 10 16 -4 -13 29 15 -15 -6 20 -19 -20 -3 22 25 26 -25 -22 -23 28 -21 -5
right_child=-2 2 11 4 8 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 27 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.7407104226118228 22.962391321231305 -1052.4637979443239 343.38604534840988 13309.246841758308 -28596.399153364026 -1718.1809357084662 20634.955092655986 107863.38279854912 -9299.5843619001753 10033.46151795209 4071.3823191530082 -9544.4224146169508 -26995.212999264339 -57909.528571428571 3979.3270667526604 -194739.29531250001 -103140.38028492648 -86026.849763808146 34846.484531250004 -137323.75711495537 165313.60159801136 68751.522686557117 -42650.62093353612 26677.447243303573 169540.61698467549 8089.9564687499997 -40908.228728861752 -12296.637839502937 -14281.005462239584 70329.889318576388
leaf_weight=1793358 2491643 15937 1373 1793 148 2471 1216 28 2215 1417 347 2675 753 28 1683 20 34 43 65 28 22 29 449 35 26 25 79 149 30 45
leaf_count=1793358 2491643 15937 1373 1793 148 2471 1216 28 2215 1417 347 2675 753 28 1683 20 34 43 65 28 22 29 449 35 26 25 79 149 30 45
internal_value=0 -31.3241 -1252.57 135.688 3439.8 7149.36 11702 22598.3 -3053.94 4055.06 -11958.9 -9453.71 -13377.7 7903.97 682.238 -114922 -42522.2 -2099.67 -23936 -14120.1 -1685.36 -16852.9 -30868.9 24282.9 87569.9 81684 -11462.6 -29496.1 -73681 14705.3
internal_weight=0 1.82652e+06 33163 28362 11445 7284 4813 1244 4161 1946 529 4801 3428 3569 1731 48 182 16917 315 272 16602 665 496 169 61 47 108 207 58 1838
internal_count=4318164 1826521 33163 28362 11445 7284 4813 1244 4161 1946 529 4801 3428 3569 1731 48 182 16917 315 272 16602 665 496 169 61 47 108 207 58 1838
is_linear=0
shrinkage=0.1


Tree=4533
num_leaves=31
num_cat=0
split_feature=3 1 0 5 0 2 5 1 0 0 0 1 6 4 6 4 1 5 1 1 0 2 1 1 1 2 1 5 5 5
split_gain=3.14109e+11 2.1694e+12 3.19471e+12 3.22556e+12 5.28871e+12 8.63086e+12 5.82575e+12 9.13547e+12 1.56243e+13 5.26688e+12 1.14451e+13 4.39253e+13 6.18305e+12 6.44184e+12 5.23129e+12 6.48971e+12 5.19212e+12 1.00358e+13 5.10578e+12 1.24286e+13 2.70852e+13 1.54833e+13 1.25222e+13 1.18397e+13 8.46709e+12 1.77514e+13 7.98983e+12 4.6096e+12 9.13444e+12 4.53449e+12
threshold=2.5000000000000004 37.503486000000002 44.580511600000001 97.050000000000011 44.874285750000006 1.5000000000000002 71.715000000000018 37.417247200000006 55.299834250000011 55.674875350000008 55.91302515000001 37.39371280000001 1.5000000000000002 1.5000000000000002 1.5000000000000002 5.5000000000000009 37.328003200000005 53.995000000000012 30.388336800000001 30.278357500000002 60.003414000000006 1.5000000000000002 30.346469350000003 30.315880100000005 30.425002000000003 1.5000000000000002 30.468306550000005 36.515000000000008 46.810000000000009 43.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 9 -8 -9 -6 11 -11 13 -12 -5 -16 17 -7 19 -14 21 27 29 -22 25 -20 -26 -21 -29 -23
right_child=-2 -3 3 14 6 16 7 8 -10 10 12 -13 18 -15 15 -17 -18 -19 24 20 23 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=30529.911880654097 -4.4223286213455282 30.019235455101835 5709.5732339638162 -55849.514136904763 4602.8393330330518 -20630.054904513891 7568.6033444692339 6056.1355993652351 120162.29109375 -9007.0741947798288 80090.1376953125 -157525.55892857144 -495.58966015625003 790.28641880580358 -7868.1711992969831 46912.167764945654 -11044.340317007212 -114090.344921875 4871.2647874620225 12690.275875854493 -17284.012160326089 -75744.771484375 -29313.471553679436 78079.673058268236 -36933.85048734225 111436.29975142046 2597.7246925301388 -78147.035901331023 -2075.1872841282893 -139079.43689903847
leaf_weight=38 4205107 103321 95 21 3180 27 759 30 20 385 20 21 1275 21 362 23 39 20 54 32 23 20 31 30 52 22 3045 27 38 26
leaf_count=38 4205107 103321 95 21 3180 27 759 30 20 385 20 21 1275 21 362 23 39 20 54 32 23 20 31 30 52 22 3045 27 38 26
internal_value=0 164.487 1591.49 1478.1 1859.31 -15067.1 2195.58 10296 51698.6 1406.21 -578.414 -16689.1 808.55 39473.1 -7246.65 -4595.58 -38018 -60400.4 469.459 -4333.85 -25892.3 -44956.4 -78437.4 36695.4 2743.2 35719 1933.97 -18378.7 -33674.3 -111543
internal_weight=0 113057 9736 9698 9292 181 9111 809 50 8302 5122 406 4716 41 406 385 86 47 4675 1502 227 174 77 53 3173 76 3097 97 65 46
internal_count=4318164 113057 9736 9698 9292 181 9111 809 50 8302 5122 406 4716 41 406 385 86 47 4675 1502 227 174 77 53 3173 76 3097 97 65 46
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=31
num_cat=0
split_feature=1 1 3 2 2 3 0 6 4 2 4 5 2 3 0 0 0 2 3 5 0 5 5 5 5 5 5 5 0 3
split_gain=3.03759e+11 9.49856e+12 1.37787e+13 4.70395e+13 2.63999e+13 2.00355e+13 4.44546e+13 1.64929e+13 1.40845e+13 1.35289e+13 1.33334e+13 1.27387e+13 1.25221e+13 1.88374e+13 2.76512e+13 5.90633e+13 7.63197e+13 4.586e+13 2.79495e+13 4.18473e+13 3.44462e+13 2.65263e+13 2.56142e+13 2.20092e+13 2.51455e+13 3.27682e+13 2.09005e+13 1.80987e+13 3.13097e+13 2.16226e+13
threshold=37.516458750000005 37.542000650000013 22.500000000000004 2.5000000000000004 20.500000000000004 32.500000000000007 55.755036050000008 1.5000000000000002 3.5000000000000004 19.500000000000004 1.5000000000000002 150.04500000000004 4.5000000000000009 32.500000000000007 55.664473600000008 55.751981950000008 55.68356880000001 15.500000000000002 24.500000000000004 91.050000000000011 55.755036050000008 89.00500000000001 53.385000000000012 86.810000000000016 73.405000000000015 66.50500000000001 88.015000000000015 62.385000000000012 55.777112100000004 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 9 6 -4 -8 12 11 -6 -2 -5 14 22 16 17 -16 19 20 -17 23 -14 24 25 -22 -25 28 29 -20
right_child=1 -3 3 8 10 -7 7 -9 -10 -11 -12 -13 13 -15 15 18 -18 -19 27 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-56.901246527014273 749.29742945264616 -3.6243927237332474 159999.25814393943 -10388.337617258496 -5076.1633646150913 269.3093062789352 46640.565136331228 -24857.785348923142 70760.87157258064 29669.377129147379 -57853.541022418474 -70668.284499999994 13017.990785156251 -1516.270348594514 88944.864843750009 -37712.116347656251 -199415.95667842744 -101038.04079589844 164816.28742559525 -105788.95566406251 12685.09589057475 78334.704849137939 157649.56755371095 -121360.43238636365 49496.944694794802 -26226.093673033636 -12002.73705882353 93132.144941737293 -12405.386213795733 36463.802745535715
leaf_weight=770727 25473 3513896 33 619 82 108 252 37 31 162 115 25 25 2918 27 150 31 24 21 32 2609 58 24 22 166 236 85 59 82 35
leaf_count=770727 25473 3513896 33 619 82 108 252 37 31 162 115 25 25 2918 27 150 31 24 21 32 2609 58 24 22 166 236 85 59 82 35
internal_value=0 12.3625 1687.22 5405.24 582.325 37541.3 50042.4 37486.8 3500.29 862.299 -35885.3 679.275 3211.62 4486.36 9238.31 8232.99 -75674.3 -458.855 10168.4 8020.77 9115.75 11327.4 83857.9 10080.9 11664.7 9457.31 -34487.5 46776.3 26957.5 84596
internal_weight=0 3.54744e+06 33541 7684 25857 430 322 289 7254 25660 197 25498 7223 6604 3686 3637 82 51 3555 3358 3326 3176 49 3118 3011 2845 107 197 138 56
internal_count=4318164 3547437 33541 7684 25857 430 322 289 7254 25660 197 25498 7223 6604 3686 3637 82 51 3555 3358 3326 3176 49 3118 3011 2845 107 197 138 56
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=31
num_cat=0
split_feature=6 3 2 1 1 5 4 1 5 1 3 3 1 1 3 5 5 5 0 5 5 2 1 5 0 5 0 4 1 0
split_gain=3.04796e+11 1.53781e+13 1.62786e+13 3.13833e+13 3.92671e+13 3.16515e+13 2.2071e+13 1.75665e+13 3.42593e+13 2.03946e+13 1.72517e+13 1.60546e+13 2.58083e+13 2.04653e+13 5.11666e+13 1.69716e+13 3.57856e+13 4.12636e+13 3.45441e+13 6.17501e+13 7.50195e+13 3.92885e+13 3.78529e+13 3.76693e+13 3.59311e+13 3.77985e+13 3.20011e+13 2.95563e+13 2.94221e+13 2.75702e+13
threshold=1.5000000000000002 8.5000000000000018 3.5000000000000004 49.073956850000009 49.111504200000006 161.85000000000002 1.5000000000000002 49.148175700000003 86.810000000000016 49.177301950000007 5.5000000000000009 5.5000000000000009 47.981192400000005 50.158868250000005 7.5000000000000009 55.990000000000002 77.715000000000018 78.710000000000022 59.896318000000008 63.855000000000011 65.905000000000015 1.5000000000000002 30.315880100000005 66.990000000000023 59.932719750000011 67.990000000000023 59.939091550000008 2.5000000000000004 30.305955500000003 59.904813200000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 6 7 -5 8 10 -9 -6 -1 15 14 -14 -13 18 -18 -17 21 22 -20 28 -22 -25 -26 27 -27 -21 -19
right_child=-2 -3 3 4 5 -7 -8 9 -10 -11 -12 12 13 -15 -16 16 17 29 19 20 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1179.8791327347556 17.136165157223399 63.558410954762046 2053.8813204832545 -5864.530849387429 -12588.054810227288 111643.42580973309 -50045.731248506141 -59867.524861778846 105292.14907924108 -3652.3649695426016 51615.16725370763 -3553.5166168149308 40407.241850255872 -1208.7356222456697 -9151.4807097559806 -11756.963704602829 60090.553043926891 -10489.933513997095 26617.773984375002 54828.452853260867 -159615.89911221594 -96436.913336181649 -14179.567173549109 -59952.108689787638 -124722.65917119566 102863.50528157553 -14844.093017578125 -36950.118377976192 216587.19772727272 13494.413863246216
leaf_weight=47445 3049503 1163355 29373 187 144 24 286 65 42 9057 59 8039 429 3269 405 3253 106 1690 30 23 22 192 28 181 23 54 168 21 22 669
leaf_count=47445 3049503 1163355 29373 187 144 24 286 65 42 9057 59 8039 429 3269 405 3253 106 1690 30 23 22 192 28 181 23 54 168 21 22 669
internal_value=0 -41.1905 -1198.39 414.975 -4465.36 -3049.36 -32578.7 -3343.22 23081.2 -4052.93 6071.99 -2156.54 -4644.59 2358.52 16341 -6623.36 -10430.6 -945.487 -16251 -35386.2 -17191.3 -79807.9 77108.8 -31869.2 -25581.8 -2194.56 9402.75 63715.7 133911 -3688.1
internal_weight=0 1.26866e+06 105306 39237 9864 9391 473 9367 245 9122 203 66069 18624 4103 834 14521 6482 2465 4017 764 542 222 73 469 447 266 243 75 45 2359
internal_count=4318164 1268661 105306 39237 9864 9391 473 9367 245 9122 203 66069 18624 4103 834 14521 6482 2465 4017 764 542 222 73 469 447 266 243 75 45 2359
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 0 0 5 5 3 2 0 2 5 3 2 0 5 5 3 5 2 5 5 2 2 5 5 2 5
split_gain=2.98334e+11 6.95224e+12 1.99345e+13 2.74741e+13 2.88969e+13 1.36732e+13 1.3902e+13 2.16326e+13 3.18582e+13 1.20474e+13 1.10103e+13 9.24748e+12 9.15399e+12 8.90907e+12 1.27228e+13 9.33891e+12 8.61438e+12 7.7353e+12 1.07436e+13 7.71301e+12 1.06655e+13 7.92012e+12 1.27817e+13 1.05141e+13 7.16176e+12 6.64129e+12 6.80587e+12 2.4196e+13 6.45837e+12 6.34118e+12
threshold=82.963712850000022 82.964402850000013 55.025681450000008 1.5000000000000002 56.005000000000003 55.07108800000001 55.039751500000008 68.52500000000002 55.005000000000003 19.500000000000004 7.5000000000000009 55.061033200000004 2.5000000000000004 32.355000000000011 16.500000000000004 4.5000000000000009 55.141517900000004 76.730000000000018 84.030000000000015 9.5000000000000018 63.855000000000011 1.5000000000000002 66.990000000000023 59.810000000000009 3.5000000000000004 2.5000000000000004 54.710000000000008 42.895000000000003 12.500000000000002 46.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 10 6 7 8 13 16 29 -8 -2 -4 15 -15 -7 28 -19 20 -6 -21 23 -23 -25 -16 27 -27 -9 -5
right_child=1 -3 5 4 19 9 11 17 -10 -11 -12 -13 -14 14 25 -17 -18 18 -20 21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=11.90158082768046 8295.6024276750577 -14.231243059608273 23363.366241421361 12419.208519923999 24338.011463238443 7967.3832301462726 36111.797439139234 -24777.789843750001 63586.382080078125 -12561.738177299812 -13439.774871762813 8013.2720956307867 -2402.6280833943433 4790.366004774306 29369.02734375 79668.233114919363 -55504.477769886369 47685.364914772734 -47265.135023615912 4899.8380907012197 -43470.24391371783 -26716.660831366265 -51863.697156511873 44176.867424242431 -10047.782647901966 -10701.353877692776 -40979.336844758072 99176.08720238095 -84700.692356418935 -4750.8762694708194
leaf_weight=3583465 889 720088 181 460 73 762 308 35 100 609 578 189 7972 36 47 31 22 22 26 82 34 887 179 33 93 439 62 21 37 404
leaf_count=3583465 889 720088 181 460 73 762 308 35 100 609 578 189 7972 36 47 31 22 22 26 82 34 887 179 33 93 439 62 21 37 404
internal_value=0 -58.0495 -2217.59 -4066.34 -12657.5 5162.26 11675.3 5084.9 10309.7 -2010.09 -2756.39 25426.4 -1329.3 3788.7 -1782.08 39435.3 6186.29 -34841.4 -3746.16 -22996 2791.46 -25161.8 -27229.8 -22876.9 4153.91 -6635.45 -9877.23 -5685.21 -55571.5 4390.6
internal_weight=0 734699 14611 11684 2823 2927 1534 1037 917 1393 1442 497 8861 817 636 67 784 120 48 1381 107 1274 1192 1013 126 569 522 460 72 864
internal_count=4318164 734699 14611 11684 2823 2927 1534 1037 917 1393 1442 497 8861 817 636 67 784 120 48 1381 107 1274 1192 1013 126 569 522 460 72 864
is_linear=0
shrinkage=0.1


Tree=4537
num_leaves=31
num_cat=0
split_feature=3 5 2 4 1 1 3 1 5 4 1 0 1 1 0 0 0 5 5 5 3 1 5 3 1 1 1 0 3 1
split_gain=3.01229e+11 4.36973e+12 7.90373e+12 1.77609e+13 1.11216e+13 2.43649e+13 2.4387e+13 1.59777e+13 3.56821e+13 1.18301e+13 1.85032e+13 2.58027e+13 1.18924e+13 1.0244e+13 1.66697e+13 4.5142e+13 3.79012e+13 3.13165e+13 3.02177e+13 4.37191e+13 4.12884e+13 6.51023e+13 3.34148e+13 2.77386e+13 3.21926e+13 3.19417e+13 2.49721e+13 1.03393e+14 1.86705e+14 6.05057e+13
threshold=18.500000000000004 64.020000000000024 15.500000000000002 1.5000000000000002 39.003296000000006 39.899261850000009 22.500000000000004 37.542000650000013 70.00500000000001 1.0000000180025095e-35 82.926290250000008 55.034903650000011 44.083877800000003 37.487839250000007 55.762622900000004 55.734663800000007 55.727011600000004 66.990000000000023 104.75000000000001 120.05000000000001 22.500000000000004 43.808567100000012 123.15000000000002 24.500000000000004 39.826386800000009 60.611165000000007 37.597123000000003 55.695992150000002 24.500000000000004 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 4 7 6 -6 -4 -9 -7 12 -12 -11 -3 15 16 26 -17 -16 -20 21 -21 -23 25 -25 -22 27 -15 -29 -28
right_child=1 2 3 -5 5 9 -8 8 -10 10 11 -13 -14 14 18 17 -18 -19 19 20 23 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=10.616487468178383 97.579589006062392 633.92170216547356 13002.657515077872 166.10973058279387 -131054.6925271739 3821.6601673187552 -14215.354534301759 6255.9350908954329 116243.95034722223 54868.356316489371 135653.13373161765 15739.796517783718 -4137.4939250000007 -7144.5619908870522 -4568.5864451187099 -16397.258262345116 -35775.378071227256 15887.67544948033 20752.29805554745 -206719.75496651788 5600.1888585069446 -92802.725926906787 -9384.0333108354916 116424.21914062501 -14280.816488029623 97595.828191105771 40582.193153746703 -370565.26629971596 -32184.803267609124 -863.34150745990792
leaf_weight=3717520 439551 27621 307 54299 23 622 80 65 54 47 34 38 125 1990 24931 343 316 2422 1163 21 90 59 258 20 326 65 355 22 63 45334
leaf_count=3717520 439551 27621 307 54299 23 622 80 65 54 47 34 38 125 1990 24931 343 316 2422 1163 21 90 59 258 20 326 65 355 22 63 45334
internal_value=0 -65.7078 -511.246 452.342 11593.7 5673.41 -40305.7 25060.2 56166.5 11142.1 29803.1 72365.5 11986.2 -1020.42 -1607.92 -542.416 -1256.96 11882.7 -3619.4 8200.82 -9197.7 -36205.8 -24909.9 9023.32 -6725.61 44179 -1028.59 -11758 -119766 -541.313
internal_weight=0 600644 161093 55694 1395 969 103 426 119 866 244 72 172 105399 77778 50845 48080 2765 26933 2002 839 338 317 501 346 155 47764 2075 85 45689
internal_count=4318164 600644 161093 55694 1395 969 103 426 119 866 244 72 172 105399 77778 50845 48080 2765 26933 2002 839 338 317 501 346 155 47764 2075 85 45689
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=31
num_cat=0
split_feature=2 5 3 0 1 0 5 5 4 5 4 0 0 3 5 5 0 5 0 5 5 5 5 5 4 0 5 1 1 0
split_gain=3.3934e+11 2.60346e+12 2.38866e+12 5.48519e+12 1.182e+13 1.25479e+13 4.7782e+12 5.03556e+12 5.04848e+12 5.54422e+12 7.10541e+12 6.71413e+12 1.46123e+13 1.80657e+13 5.06954e+12 5.04557e+12 4.94882e+12 1.08927e+13 6.8736e+12 1.10444e+13 1.64118e+13 8.62072e+12 8.38843e+12 7.17599e+12 1.34853e+13 6.91379e+12 1.51932e+13 1.57121e+13 1.43263e+13 9.59293e+12
threshold=19.500000000000004 16.850000000000005 22.500000000000004 43.592450450000008 39.726951800000002 43.514103700000014 25.005000000000006 31.010000000000002 1.0000000180025095e-35 132.05000000000004 4.5000000000000009 54.725565150000001 45.040161900000008 20.500000000000004 128.92000000000004 28.035000000000004 60.052595500000002 66.990000000000023 59.863160500000006 43.810000000000009 39.995000000000012 73.010000000000005 37.005000000000003 72.705000000000013 2.5000000000000004 59.950068600000009 104.75000000000001 30.226173900000003 30.410108300000001 59.882016200000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 15 -9 14 11 12 13 -11 16 -8 18 -18 21 20 22 23 -20 -10 -25 28 27 -27 29 -21
right_child=1 2 -4 6 5 -7 7 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 19 25 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=4.3053895182644721 -30140.533708664469 -23909.282505580359 8.1841336026673392 -15594.682370818206 2643.1704687500005 112084.98167613636 -1771.9077306679662 -18515.88193690413 -2236.7443489352404 -50367.959461805556 -15938.124977213543 1662.9086605674345 88762.040775240399 60702.116113281256 -38772.722072951859 20665.834012379368 39890.55824565619 -43658.87921875 2858.8509303172232 -23519.845038555199 34062.29600083008 4766.2704301782651 -21778.035608140479 -96704.395584239144 5829.7881196120688 42399.571845848885 -76786.211227101303 -10557.982065372578 -10595.644697910526 -72966.285423583977
leaf_weight=4218655 29 28 87423 241 20 22 197 177 7047 27 60 76 39 32 37 204 71 20 397 77 125 2113 212 23 29 67 29 342 265 80
leaf_count=4218655 29 28 87423 241 20 22 197 177 7047 27 60 76 39 32 37 204 71 20 397 77 125 2113 212 23 29 67 29 342 265 80
internal_value=0 -182.526 -173.792 -1493.27 26418.2 59969.8 -1656.26 -1370.28 -1759.55 -1493.98 13736.5 23969.2 41267.9 9873.44 -1819.93 9642.8 -1694.46 21528 -1890.02 -7953.09 1056.96 -840.897 -5717.54 -2509.86 -39521.9 -15643.1 -6842.14 -1882.78 -24777.7 -48715.5
internal_weight=0 99509 99480 12057 70 42 11987 11746 11345 11168 234 174 98 59 10934 401 10897 91 10806 1594 734 9212 609 7099 52 860 438 409 422 157
internal_count=4318164 99509 99480 12057 70 42 11987 11746 11345 11168 234 174 98 59 10934 401 10897 91 10806 1594 734 9212 609 7099 52 860 438 409 422 157
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=31
num_cat=0
split_feature=1 1 0 5 5 4 3 5 0 3 6 5 4 2 0 5 5 5 2 3 5 5 3 3 3 3 4 2 5 3
split_gain=3.09345e+11 4.17995e+12 4.11087e+13 1.83964e+13 1.50336e+13 2.36593e+13 3.51561e+13 1.79112e+13 2.24805e+13 2.72269e+13 1.4666e+13 1.43132e+13 2.44608e+13 1.3981e+13 2.56007e+13 1.79789e+13 3.28808e+13 2.24872e+13 5.82198e+13 1.58916e+13 4.06373e+13 2.82088e+13 2.15113e+13 2.03119e+13 1.69984e+13 2.07167e+13 1.95908e+13 1.7844e+13 1.67157e+13 1.55341e+13
threshold=39.704585000000002 39.630124250000001 47.297889100000013 37.005000000000003 64.020000000000024 1.5000000000000002 5.5000000000000009 101.05000000000001 45.254062050000009 10.500000000000002 1.5000000000000002 116.06000000000002 3.5000000000000004 2.5000000000000004 44.226894250000008 72.705000000000013 69.610000000000014 81.910000000000011 1.5000000000000002 11.500000000000002 89.00500000000001 86.02500000000002 5.5000000000000009 22.500000000000004 3.5000000000000004 7.5000000000000009 2.5000000000000004 5.5000000000000009 97.050000000000011 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 13 9 11 -5 -9 -13 14 15 16 -7 -17 -19 20 21 24 -23 28 -15 26 -26 -28 -21 -16
right_child=-2 2 3 10 5 7 -8 8 -10 -11 -12 12 -14 19 29 17 -18 18 -20 23 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-5.9371598343073044 22.916128283448469 -816.04554832405574 -776.37854869345801 -3093.9101291299726 -112341.95212345569 89767.69175646553 -1600.0332948906478 -68658.785053943444 -1170.9467738919491 -119994.12791294642 -17552.26851587163 55016.904554332388 -50427.502139559663 -57893.442785904255 -22516.193357824901 144282.45427455357 -55177.263108915446 -96645.202617187504 109872.03185864828 12475.518252100463 -32841.144490956307 139211.97509375002 26680.754337411556 -4820.5287428238498 52001.297549791481 -2856.6949678657684 4952.2192531849032 86957.105133928577 49663.499094597872 14811.290559790747
leaf_weight=1776732 2491643 36609 1678 973 43 29 86 42 801 35 2515 44 44 47 126 35 34 20 43 1918 349 25 53 709 134 1765 507 28 129 968
leaf_count=1776732 2491643 36609 1678 973 43 29 86 42 801 35 2515 44 44 47 126 35 34 20 43 1918 349 25 53 709 134 1765 507 28 129 968
internal_value=0 -31.261 -934.947 -9380 42.7362 3965.76 -38514 4660.74 -8094.68 -41706.2 -13519 -20628.7 2294.7 6441.59 15991.2 53221.8 11543.4 80015.1 44311 4325.63 -830.98 3534.61 62748.5 9766.65 1672.99 2823.21 17808.3 9244.06 14819.1 10512.1
internal_weight=0 1.82652e+06 49789 5166 44623 8014 129 7885 966 165 3488 130 88 6919 1255 161 63 98 63 5664 2908 2559 78 2756 2481 2434 669 535 2047 1094
internal_count=4318164 1826521 49789 5166 44623 8014 129 7885 966 165 3488 130 88 6919 1255 161 63 98 63 5664 2908 2559 78 2756 2481 2434 669 535 2047 1094
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=31
num_cat=0
split_feature=1 1 3 0 5 4 0 5 5 2 0 0 2 5 2 2 5 2 5 3 5 5 6 5 2 2 5 6 6 0
split_gain=2.96675e+11 3.5643e+12 5.74586e+12 6.9427e+12 5.61324e+12 7.93126e+12 1.17738e+13 9.6836e+12 3.02471e+13 7.51781e+12 9.51647e+12 7.44462e+12 6.73517e+12 1.71609e+13 1.17383e+13 6.57761e+12 6.44073e+12 9.65706e+12 6.2469e+12 6.01891e+12 6.01368e+12 1.18785e+13 5.43405e+12 4.8354e+12 4.59993e+12 6.6908e+12 9.98062e+12 1.55067e+13 9.81363e+12 7.45904e+12
threshold=82.970752000000019 82.97193200000001 18.500000000000004 55.050600750000008 47.815000000000005 2.5000000000000004 55.046835900000012 78.710000000000022 80.815000000000012 6.5000000000000009 54.945614000000006 55.012873400000011 7.5000000000000009 59.810000000000009 5.5000000000000009 8.5000000000000018 41.305000000000007 5.5000000000000009 72.705000000000013 5.5000000000000009 73.995000000000019 90.015000000000015 1.5000000000000002 33.805000000000007 2.5000000000000004 8.5000000000000018 52.020000000000003 1.5000000000000002 1.5000000000000002 54.990279300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 19 12 -8 -9 16 -11 22 14 -14 -7 18 17 -2 -15 -6 -17 -22 23 -12 -21 26 -26 -28 -27 -30
right_child=1 -3 3 -5 5 6 7 8 -10 10 11 -13 13 15 -16 20 -18 -19 -20 24 21 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=11.082203497731037 -480.52493257949192 -24.059772408318828 -62152.319430443553 -10338.943002554086 -31557.989226044803 2074.7112747447168 11399.347728574367 130672.53363415948 -21093.763346354168 9002.4308372881769 -10503.714608296588 9962.1645113699778 26920.040556946864 38908.909300595238 -15423.063453769204 -3431.4133252780721 11572.506280588032 15876.067031338243 -17720.942280436804 -10981.505933143353 38712.734530587928 -13761.045553768383 -14381.719784069708 813.04331980081179 -4311.6109960066124 -3947.7755724423364 1206.767433037269 31235.024131873986 -23125.372107614676 15197.849796763639
leaf_weight=3663311 2772 637985 31 156 83 1078 133 29 24 556 652 280 287 21 595 295 823 415 269 928 118 68 737 897 1569 2625 673 231 466 57
leaf_count=3663311 2772 637985 31 156 83 1078 133 29 24 556 652 280 287 21 595 295 823 415 269 928 118 68 737 897 1569 2625 673 231 466 57
internal_value=0 -61.9949 -1496.79 -18928.3 -1301.37 -2886.71 1458.85 25803 61948.2 821.233 -2858.33 -5428.31 -199.156 6045.64 -4148.35 -1724.72 3685.97 1649.37 -13620.2 -4798.05 5447.16 19528.8 -7313.41 -3950.37 -4458.9 -3382.05 510.525 8879.92 -6439.98 -18948.7
internal_weight=0 654853 16868 187 16681 9549 2917 186 53 7132 3122 2566 2731 1058 1673 771 4010 3187 290 6632 481 186 2286 1549 6549 5621 2473 904 3148 523
internal_count=4318164 654853 16868 187 16681 9549 2917 186 53 7132 3122 2566 2731 1058 1673 771 4010 3187 290 6632 481 186 2286 1549 6549 5621 2473 904 3148 523
is_linear=0
shrinkage=0.1


Tree=4541
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 3 3 0 0 5 0 1 3 0 6 3 3 3 5 3 5 4 6 0 3 3 5 2 2
split_gain=2.84526e+11 8.19631e+12 3.47137e+13 1.16538e+14 9.18422e+13 1.04716e+14 8.26187e+13 1.14183e+14 7.08907e+13 6.68563e+13 8.56111e+13 6.15939e+13 5.70019e+13 1.81727e+14 7.74018e+13 8.6154e+13 9.52512e+13 7.04231e+13 1.16209e+14 4.91971e+13 4.81182e+13 4.64853e+13 5.2102e+13 4.93651e+13 1.15946e+14 1.16193e+14 7.77968e+13 4.80923e+13 5.24463e+13 4.46574e+13
threshold=37.516458750000005 37.487839250000007 55.842510000000011 55.793358600000012 55.87722990000001 37.503486000000002 23.500000000000004 16.500000000000004 55.762622900000004 55.812836050000008 57.995000000000012 55.826364100000013 37.503486000000002 12.500000000000002 55.769960200000007 1.5000000000000002 21.500000000000004 19.500000000000004 26.500000000000004 45.005000000000003 22.500000000000004 37.995000000000012 2.5000000000000004 1.5000000000000002 55.769960200000007 17.500000000000004 20.500000000000004 50.410000000000004 3.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -4 7 -5 -3 -9 20 -12 21 -14 -15 16 -16 -17 -19 -7 -11 -10 23 26 -25 27 -23 -26 -29 -6
right_child=-2 2 4 6 29 19 -8 9 12 10 11 -13 13 14 15 17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=13.167205036751415 11.964760020669832 -70.709739525446182 -7187.2201285959418 13795.491964075427 5557.7206511195209 -27532.817973778368 -3707.7939494996835 -49027.974137369798 2909.6867501507236 33082.113215095764 191003.6403814622 83868.146899567626 83989.962436476038 62850.932622372791 -37836.779576081739 -277347.53746093751 20357.240292519018 76485.26470588235 -156355.89682869747 -77495.888428542399 171763.96956018521 4551.5095983886722 -7455.9490621055047 -138290.42645293448 -16756.622110409768 75323.6534146013 -107400.03232527641 -216931.889375 -41062.951622596156 -12769.835815709981
leaf_weight=738396 3547437 18453 1177 1360 3669 369 1104 48 311 341 81 159 206 113 734 20 456 34 58 423 27 80 328 82 151 116 277 30 39 2085
leaf_count=738396 3547437 18453 1177 1360 3669 369 1104 48 311 341 81 159 206 113 734 20 456 34 58 423 27 80 328 82 151 116 277 30 39 2085
internal_value=0 -55.0704 -1613.52 222.152 -7462.59 -26104.5 18282.1 30324.1 -2400.1 64590.9 73560.8 120026 -16563 -3763.29 -16538.7 -23428.9 -15537.2 -107278 -70305.9 -54217.6 43257.1 -31236.4 -40864.2 -55003.4 -31679.3 -5661.07 -82312.9 -48362.1 -117528 -1083.39
internal_weight=0 770727 32331 24608 7723 1969 3120 2016 21488 656 608 240 3035 1621 1415 1302 1190 112 92 792 368 1414 1103 775 418 336 357 220 69 5754
internal_count=4318164 770727 32331 24608 7723 1969 3120 2016 21488 656 608 240 3035 1621 1415 1302 1190 112 92 792 368 1414 1103 775 418 336 357 220 69 5754
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 0 6 5 5 5 5 2 0 5 5 3 3 5 0 3 5 5 2 5 5 3 3 5 0
split_gain=2.89737e+11 4.62004e+12 6.7366e+12 1.43287e+13 3.06835e+13 4.06822e+13 4.3394e+13 4.5996e+13 4.58809e+13 2.98681e+13 2.9105e+13 3.35259e+13 2.89317e+13 2.77457e+13 4.42527e+13 4.13539e+13 2.68674e+13 3.28108e+13 2.43905e+13 2.32033e+13 2.25111e+13 2.21015e+13 2.87237e+13 2.17363e+13 2.10508e+13 2.08125e+13 1.91723e+13 1.91235e+13 1.85227e+13 1.86124e+13
threshold=30.425002000000003 60.063729500000008 59.916647550000008 30.388336800000001 59.896318000000008 30.410108300000001 59.863160500000006 1.5000000000000002 88.015000000000015 69.015000000000015 70.00500000000001 75.015000000000015 10.500000000000002 59.755965500000009 57.995000000000012 73.010000000000005 9.5000000000000018 10.500000000000002 56.005000000000003 59.853570100000006 3.5000000000000004 82.00500000000001 80.00500000000001 15.500000000000002 70.50500000000001 65.045000000000016 2.5000000000000004 5.5000000000000009 93.00500000000001 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 10 -5 19 -12 20 14 -7 24 27 18 -18 26 -10 22 -13 -14 -16 -6 -9 -15 -19 -30
right_child=-2 -3 -4 4 25 13 -8 8 12 -11 11 21 23 16 15 -17 17 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-198.81772234510106 7.5069428020708022 -1840.7116766987983 418.73951046550695 -13927.986643549792 -17012.861199527902 4309.5395097201708 -26245.815079797445 75813.893775201621 -13267.583088235297 -54691.990146821125 -54496.216199184688 3370.0258433278404 -103083.63805803572 -4437.1594907307499 62563.725105308418 17079.527869229056 -303.21843118106619 2225.7853932107209 77323.303572265635 21121.438150756214 76531.744504331931 -48895.120322265633 123210.88880208333 37633.105230978261 148693.80774197049 -69058.229809570315 -3252.2575860399916 -39490.965616045942 -47503.631785300931 43447.831814236117
leaf_weight=136504 3983587 14414 170682 798 721 1042 1089 31 34 232 215 120 21 362 134 254 68 3578 100 490 156 60 24 23 36 86 2868 273 135 27
leaf_count=136504 3983587 14414 170682 798 721 1042 1089 31 34 232 215 120 21 362 134 254 68 3578 100 490 156 60 24 23 36 86 2868 273 135 27
internal_value=0 -89.3802 -10.5338 -500.691 -3676.07 -2423.92 -8133.87 -4245.09 562.096 -23109.8 -2078.96 -26942.6 43541.3 3430.46 15392.4 42629 -429.587 2670.34 45903 995.061 60462.4 2096.85 23343.5 -29527.2 80803 -22559.2 -2406.78 -19507.5 728.332 -32345.1
internal_weight=0 334577 320163 149481 12977 12170 6161 5072 4042 1030 3808 419 234 6009 1466 424 4543 3908 168 3389 190 204 144 44 170 807 2899 635 3740 162
internal_count=4318164 334577 320163 149481 12977 12170 6161 5072 4042 1030 3808 419 234 6009 1466 424 4543 3908 168 3389 190 204 144 44 170 807 2899 635 3740 162
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=31
num_cat=0
split_feature=1 0 5 5 1 0 5 2 2 2 5 4 0 1 0 0 5 0 0 1 5 3 3 3 0 5 1 0 5 0
split_gain=2.8171e+11 1.41805e+12 4.22461e+12 1.40735e+13 9.58039e+12 7.74923e+12 1.03769e+13 1.12285e+13 9.82839e+12 7.078e+12 6.915e+12 1.36195e+13 1.27424e+13 1.77981e+13 1.58421e+13 1.81082e+13 1.06434e+13 1.04421e+13 8.92324e+12 8.62999e+12 8.13347e+12 9.38826e+12 8.17244e+12 7.26427e+12 6.41014e+12 6.33373e+12 1.47196e+13 3.24161e+13 1.55005e+13 1.499e+13
threshold=83.000022850000008 55.012873400000011 75.015000000000015 75.750000000000014 83.026705000000007 55.013931500000005 87.00500000000001 1.5000000000000002 2.5000000000000004 2.5000000000000004 66.040000000000006 3.5000000000000004 55.017213950000006 83.006817700000013 55.034903650000011 55.030402950000003 67.00500000000001 55.034903650000011 55.141517900000004 83.015546400000019 68.00500000000001 8.5000000000000018 13.500000000000002 9.5000000000000018 55.061033200000004 87.00500000000001 83.006817700000013 55.020029900000004 86.810000000000016 55.017213950000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 -4 6 8 -8 -5 -9 -3 12 13 -12 15 -14 -16 -13 24 -17 22 -22 -20 -21 -18 26 28 -28 -7 -30
right_child=1 2 3 5 -6 25 7 9 -10 -11 11 17 14 -15 16 19 18 -19 20 23 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=9.6075465537955829 145.61451546833538 -143.26894673014507 -38287.310055669914 -21382.835279605264 -5842.0333793945319 -26815.541810171948 5162.718065732759 -38571.590004595593 39684.796929505821 -11235.540065951085 -70234.735661368541 59748.30380214475 2447.1553923872179 10749.552496936274 8656.7678634443419 9467.5805989084074 -6254.491839392007 13190.913958215264 -3601.5450431307459 67615.683840144236 -5673.6496188368219 4241.8920408448721 -23502.408450698855 29978.981629774309 -38604.962366071435 207.18233960035991 23952.506618205862 -1817.809600502452 2161.3663899618932 -12011.837557541168
leaf_weight=3782924 196723 285060 167 38 200 392 435 102 86 1327 58 53 665 51 1296 163 147 529 1064 65 1334 3360 256 243 105 28096 514 9692 1349 1670
leaf_count=3782924 196723 285060 167 38 200 392 435 102 86 1327 58 53 665 51 1296 163 147 529 1064 65 1334 3360 256 243 105 28096 514 9692 1349 1670
internal_value=0 -67.9034 -191.985 -1105.14 -20606 -941.378 -7041.12 -8904.55 20970.5 -13186.7 -55.3196 2614.92 1635.83 -32343 2061.64 13072.6 407.523 17430.7 -1298.67 28074.6 -526.198 1423.97 -7461.11 37921.8 -19733.9 -650.67 -2420.68 -519.951 -8107.82 -5678.73
internal_weight=0 535240 338517 44068 367 43701 1988 1864 124 1429 294449 9389 8807 109 8698 1136 7562 582 6266 471 6014 4694 1320 308 252 41713 13617 10206 3411 3019
internal_count=4318164 535240 338517 44068 367 43701 1988 1864 124 1429 294449 9389 8807 109 8698 1136 7562 582 6266 471 6014 4694 1320 308 252 41713 13617 10206 3411 3019
is_linear=0
shrinkage=0.1


Tree=4544
num_leaves=31
num_cat=0
split_feature=5 3 5 1 5 1 5 1 1 2 1 3 4 0 0 0 3 0 0 4 1 2 5 0 1 0 4 0 2 0
split_gain=2.73019e+11 2.01111e+12 6.07327e+12 8.77555e+12 3.91253e+13 1.77879e+13 9.23502e+12 7.76134e+12 8.30479e+12 1.89939e+13 2.79331e+13 1.86243e+13 2.79405e+13 4.07765e+13 1.8574e+13 2.48887e+13 1.79524e+13 3.42934e+13 1.72873e+13 1.92667e+13 1.7755e+13 2.83543e+13 1.46544e+13 1.44907e+13 1.3402e+13 1.22151e+13 1.16708e+13 1.0895e+13 1.01897e+13 9.53507e+12
threshold=96.015000000000015 3.5000000000000004 142.05000000000004 20.507360500000004 112.04500000000002 28.619594500000002 125.85000000000001 113.46563545000002 37.767735350000002 2.5000000000000004 37.214886200000009 2.5000000000000004 3.5000000000000004 55.388132500000005 56.054485600000007 59.834458500000004 2.5000000000000004 55.535913550000011 57.60800230000001 3.5000000000000004 39.899261850000009 1.5000000000000002 120.05000000000001 55.576287050000012 37.792847950000002 55.455204450000004 3.5000000000000004 55.551692500000009 1.5000000000000002 60.003414000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 8 9 10 16 27 25 -14 22 -16 -7 -18 24 28 21 -21 23 -11 -10 -13 -17 -12 -20 -19
right_child=1 -3 -4 5 6 7 -8 -9 18 14 11 12 13 -15 15 26 17 29 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.762928552976784 -119975.42802419356 -219.60735342461331 -3296.6687013758255 57273.702254098367 38395.424812500001 -7016.1302715594957 -36042.563249999999 -37924.001987092393 83094.56825823104 11864.088615171371 -12932.142951409172 -45462.165021972658 -10437.332226562501 -186650.44261853449 -114690.70732886906 -58756.090540813573 136309.45390625001 11278.764121093751 -19417.930487132351 184486.33668478264 28364.48830078125 34638.078906250004 70131.270135967556 -74810.429213169657 3009.9904224541569 40655.803180803574 2305.4735811121327 57134.302050781254 25245.847091674805 53224.520915178575
leaf_weight=4168594 31 141623 2035 61 50 208 25 46 21 62 107 40 24 29 42 58 28 240 85 23 90 28 26 28 4238 28 68 28 128 70
leaf_count=4168594 31 141623 2035 61 50 208 25 46 21 62 107 40 24 29 42 58 28 240 85 23 90 28 26 28 4238 28 68 28 128 70
internal_value=0 -132.745 1415.22 3037.12 -25476.7 3557.7 13582.8 2987.34 3317.56 -4550.03 3319.79 -23935.4 -52425.5 -106856 -26773.9 -48024.3 16098.8 30323.3 5169.76 26403.4 55077 102217 4002.54 -15101.3 3404.87 -10001.8 -25802.2 1600.16 7422.27 20750.4
internal_weight=0 149570 7947 5912 106 5806 75 5745 5699 1086 802 256 121 53 284 168 546 338 4613 354 141 51 116 90 4259 68 126 135 213 310
internal_count=4318164 149570 7947 5912 106 5806 75 5745 5699 1086 802 256 121 53 284 168 546 338 4613 354 141 51 116 90 4259 68 126 135 213 310
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=31
num_cat=0
split_feature=4 3 3 0 6 5 0 0 0 2 0 5 0 5 0 3 5 2 5 5 0 0 2 1 5 1 0 0 0 5
split_gain=2.80565e+11 2.16594e+12 6.37286e+12 8.42118e+12 8.31692e+12 1.34662e+13 1.70561e+13 1.25758e+13 8.67462e+12 7.07328e+12 6.41907e+12 6.05437e+12 1.34009e+13 6.30046e+12 5.34101e+12 5.04632e+12 7.82527e+12 1.09105e+13 9.28197e+12 7.93706e+12 1.97468e+13 1.46667e+13 1.29145e+13 1.66173e+13 1.33687e+13 1.28909e+13 1.48021e+13 1.08428e+13 1.87067e+13 1.29213e+13
threshold=4.5000000000000009 7.5000000000000009 8.5000000000000018 44.982728700000003 1.5000000000000002 137.05000000000004 55.141517900000004 55.826364100000013 55.993277250000013 6.5000000000000009 42.966471700000007 23.035000000000004 55.745923000000012 33.395000000000003 47.208883950000008 6.5000000000000009 99.555000000000021 1.5000000000000002 116.06000000000002 137.05000000000004 55.030402950000003 56.501468900000013 4.5000000000000009 30.362552800000003 225.45000000000002 30.346469350000003 55.74310830000001 45.029420750000007 52.056565900000003 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 3 -3 -5 7 14 -6 -8 -10 -4 12 -12 -13 -7 -2 -17 -18 -19 20 -20 -22 25 -24 27 -21 -27 -25 -29 -30
right_child=1 2 10 4 5 6 8 -9 9 -11 11 13 -14 -15 -16 16 17 18 19 22 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-1.472989389055507 -73.828196151568818 -26977.466927083333 33943.958827131886 -31196.921025815216 24707.130519701088 33091.794531250001 -48526.768844696977 127167.326375 45329.512775735297 -23958.792570612983 24298.210625000003 49267.125104890052 -86535.721956380221 867.8214575717725 105298.76255580358 47825.765767045457 57313.398642113098 -72188.509151785722 72472.288616071441 -125837.39457031252 -91929.492070312495 10314.984873670213 60183.103177083336 -80780.32503348215 31832.379482886907 -83475.302256944458 22238.466612830529 71052.061093750002 -83733.617730034734 -13067.267170516305
leaf_weight=4303792 6490 36 59 23 23 20 33 25 34 26 20 27 24 7010 21 22 21 28 35 20 20 47 30 35 42 27 26 20 36 92
leaf_count=4303792 6490 36 59 23 23 20 33 25 34 26 20 27 24 7010 21 22 21 28 35 20 20 47 30 35 42 27 26 20 36 92
internal_value=0 441.097 1635.84 17629.6 25463 32623.3 16343.3 78071.8 -7345.25 15304.6 1096 822.306 -36156.7 1053.52 70075.9 -820.301 -10490.2 -13168.6 -16400.3 -12767.6 11595.5 -20205.8 -20343.9 -9727.12 -19048.5 -57429.9 -31615.7 -30726.1 -18888.9 -32942.2
internal_weight=0 14372 7381 241 205 182 134 48 93 60 7140 7081 44 7037 41 6991 501 479 458 430 102 67 328 255 225 73 53 183 148 128
internal_count=4318164 14372 7381 241 205 182 134 48 93 60 7140 7081 44 7037 41 6991 501 479 458 430 102 67 328 255 225 73 53 183 148 128
is_linear=0
shrinkage=0.1


Tree=4546
num_leaves=31
num_cat=0
split_feature=3 5 1 2 0 0 3 3 1 0 3 3 2 3 0 4 1 3 0 0 2 2 0 2 5 5 0 0 3 4
split_gain=2.70684e+11 2.80211e+12 8.79854e+12 1.82103e+13 1.78703e+13 4.67648e+13 3.69612e+13 6.15086e+13 3.08821e+13 1.56278e+13 1.36247e+13 1.63618e+13 1.16723e+13 1.14742e+13 1.22222e+13 2.17717e+13 1.09367e+13 2.22188e+13 4.93693e+13 4.76468e+13 3.57494e+13 2.8645e+13 5.36312e+13 2.31604e+13 3.1917e+13 1.89543e+13 3.8497e+13 4.79069e+13 4.90266e+13 4.27591e+13
threshold=9.5000000000000018 120.05000000000001 82.940215400000014 1.5000000000000002 55.025681450000008 55.017213950000006 11.500000000000002 21.500000000000004 82.963712850000022 55.010031850000011 25.500000000000004 13.500000000000002 4.5000000000000009 16.500000000000004 55.034903650000011 3.5000000000000004 60.58031445000001 15.500000000000002 54.978840000000005 55.02863030000001 8.5000000000000018 13.500000000000002 56.819808050000006 12.500000000000002 128.92000000000004 142.05000000000004 55.120365700000008 57.147575200000006 13.500000000000002 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 16 -4 5 9 -7 -8 10 -5 11 12 -6 -13 15 -15 -3 18 -18 20 -20 23 -23 25 -25 26 29 -28 -29 -21
right_child=1 2 3 4 8 6 7 -9 -10 -11 -12 13 -14 14 -16 -17 17 -19 19 21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-27.738406530056359 33.48702933074604 -1885.1164998147995 -86915.86467633929 -963.29355649880381 -38508.025072502372 -55578.999147727271 184893.7556189904 21913.894558662283 -4046.7678166114783 -38578.423954028927 18466.07373046875 -123967.08275462965 56861.084040178568 -120183.89147727273 -26564.024922783428 -26393.429435763886 141907.72600446429 -2130.3100395081269 -43224.501130979246 22155.750071522889 24159.027574573865 210485.94928385416 2121.4758756510414 42477.9541015625 -112102.46354549633 2668.9929149299051 3327.0713817918986 37117.028192738442 177614.7574622845 107520.39385156251
leaf_weight=1938624 2355822 14914 28 1267 33 22 39 57 618 121 32 27 21 55 86 45 28 3583 277 142 110 21 30 22 34 917 887 173 29 100
leaf_count=1938624 2355822 14914 28 1267 33 22 39 57 618 121 32 27 21 55 86 45 28 3583 277 142 110 21 30 22 34 917 887 173 29 100
internal_value=0 22.5986 -1058.91 -6732.36 -5805.77 895.57 61332.3 88124.5 -16811.5 -4242.42 -43194.7 -50584.7 -1420.04 -63049 -54206 -77978.2 -405.046 3069.5 9795.46 8446.39 -24071.6 13790.1 87918.6 12149.2 -51374.4 13731.7 21353.4 13336.3 57287.5 57430.4
internal_weight=0 2.37954e+06 23718 2451 2423 1506 118 96 917 1388 299 267 54 213 186 100 21267 6353 2770 2742 387 2355 51 2304 56 2248 1331 1089 202 242
internal_count=4318164 2379540 23718 2451 2423 1506 118 96 917 1388 299 267 54 213 186 100 21267 6353 2770 2742 387 2355 51 2304 56 2248 1331 1089 202 242
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 4 0 0 3 3 5 4 4 5 4 5 4 5 2 2 3 5 2 4 3 0 5 5 3
split_gain=2.71335e+11 3.52266e+12 1.28168e+13 3.80834e+13 8.61066e+13 3.80789e+13 4.0974e+13 2.96743e+13 5.60963e+13 6.0037e+13 8.00565e+13 5.0837e+13 3.84877e+13 3.89357e+13 4.11046e+13 3.1293e+13 4.40151e+13 3.7989e+13 3.68867e+13 3.0646e+13 3.00082e+13 2.8039e+13 4.76266e+13 4.09405e+13 5.87107e+13 3.06531e+13 5.00292e+13 2.79758e+13 2.66772e+13 2.57268e+13
threshold=30.207352000000004 30.226173900000003 59.950068600000009 59.990816400000007 12.500000000000002 75.750000000000014 2.5000000000000004 60.029906750000002 60.035045000000004 12.500000000000002 11.500000000000002 88.015000000000015 2.5000000000000004 3.5000000000000004 107.05000000000001 3.5000000000000004 78.710000000000022 2.5000000000000004 52.405000000000008 12.500000000000002 10.500000000000002 17.500000000000004 55.990000000000002 7.5000000000000009 2.5000000000000004 13.500000000000002 59.982527000000012 56.835000000000008 40.605000000000011 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 11 9 10 -9 -5 -13 -14 -15 16 17 18 28 -19 -16 25 -23 -24 -25 26 -6 -12 -11 -8
right_child=1 -3 3 7 21 6 29 8 -10 15 27 12 13 14 20 -17 -18 19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=174.01148320649682 -6598.7927015459109 2.4488695306389898 -26008.468183461784 -5391.9997827038269 -41800.88642668548 145926.25729166667 88656.294954427096 24363.528579249527 -2417.2733726111546 4231.9018003670199 93704.982563920465 73400.501201923078 -72041.97940538195 99951.780208333337 17216.242732007577 89404.380029296881 -140018.014375 -4170.8397135416662 -23838.573571643832 130590.32699652779 -129742.36917317708 21323.892212475308 35438.316789772733 221660.87118055555 42815.230361643145 6679.0519579137472 64082.69270684506 213501.49238839286 41709.818440296709 -36137.891343602598
leaf_weight=87787 3752 4211803 555 3961 54 27 24 165 7044 619 44 26 261 30 33 48 20 27 320 45 24 174 55 45 31 571 257 35 274 53
leaf_count=87787 3752 4211803 555 3961 54 27 24 165 7044 619 44 26 261 30 33 48 20 27 320 45 24 174 55 45 31 571 257 35 274 53
internal_value=0 -3.61101 -1377.74 -56.0947 13383 -15602.8 39927.4 -1967.97 1419.16 18340.8 63998.2 -8719.58 -43961.7 -52730.1 5205.43 10106.9 7190.26 9481.44 5292.41 80054.9 -44661.1 29475.3 55611.4 101154 148711 20437.4 45697.8 146779 15731.3 2759
internal_weight=0 4.23038e+06 18574 14822 1846 659 104 12976 8641 1597 244 4335 374 348 87 1353 1305 1285 1213 72 57 1187 305 131 76 882 311 79 893 77
internal_count=4318164 4230377 18574 14822 1846 659 104 12976 8641 1597 244 4335 374 348 87 1353 1305 1285 1213 72 57 1187 305 131 76 882 311 79 893 77
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=31
num_cat=0
split_feature=0 3 4 3 5 5 0 1 2 5 5 5 5 5 5 0 5 5 3 5 3 5 3 5 5 6 1 3 6 3
split_gain=2.57005e+11 1.89645e+12 3.40833e+12 3.62648e+12 8.94378e+12 1.15977e+13 9.01886e+12 7.09691e+12 4.14629e+12 3.92588e+12 5.28046e+12 5.53542e+12 3.2724e+12 6.74104e+12 3.79777e+12 3.08168e+12 9.37797e+12 1.0084e+13 1.52126e+13 1.17315e+13 1.24874e+13 1.09613e+13 1.35615e+13 7.02385e+12 7.85601e+12 1.64075e+13 6.66348e+12 6.30348e+12 8.76781e+12 5.7059e+12
threshold=43.056445700000005 6.5000000000000009 5.5000000000000009 7.5000000000000009 120.05000000000001 114.05000000000001 42.966471700000007 47.981192400000005 6.5000000000000009 66.990000000000023 75.015000000000015 86.810000000000016 93.00500000000001 100.05000000000001 109.05000000000001 42.966471700000007 132.05000000000004 118.33500000000002 9.5000000000000018 125.85000000000001 10.500000000000002 120.05000000000001 11.500000000000002 114.05000000000001 109.05000000000001 1.5000000000000002 47.473138800000008 17.500000000000004 1.5000000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 8 12 -10 -11 -12 -3 -14 -15 27 17 23 26 21 -21 22 -20 24 -17 -26 -19 -5 -29 -18
right_child=-2 2 -4 15 6 -7 -8 -9 9 10 11 -13 13 14 -16 16 29 18 19 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=1191.3524656785728 -2.1149811704160832 -6936.3674525693468 38106.097231657615 -1467.4447142503559 -10578.378633996213 -57176.411837635867 60045.303945312502 39062.139737477024 -7369.8304923930918 -76687.113297526041 6135.3994865648674 -55560.682692307688 36094.101115199497 -33410.643582589284 17620.572786132816 1443.7645604355405 -24403.424326662385 30127.913789062499 -22382.859417229731 84745.123721590906 6097.4365835336539 -36036.84059709822 66517.315747070315 -19608.664812563005 57401.726273490291 -12967.307666015626 89007.55823479731 2584.3951984474879 70536.792133620693 484.4309214849892
leaf_weight=13386 4285952 732 23 9737 33 46 40 34 95 24 33 26 56 35 25 6828 219 40 37 33 52 77 32 155 74 60 37 55 29 159
leaf_count=13386 4285952 732 23 9737 33 46 40 34 95 24 33 26 56 35 25 6828 219 40 37 33 52 77 32 155 74 60 37 55 29 159
internal_value=0 281.408 -365.597 -412.656 -5782.04 -8019.66 28119.5 -5886.44 -7375.97 -21251.3 -37139.8 -21052.7 -4463.45 11141.5 -12147.6 -53.4584 1430.05 2212.25 19927.3 7096.14 36631.2 -10099 18846.2 1445.6 1914.35 25893.2 58420.7 -1232.14 26044.2 -13934.7
internal_weight=0 32212 18826 18803 1179 1106 73 1060 1026 178 83 59 848 116 60 17624 7803 7425 308 231 85 146 69 7117 6962 134 77 9821 84 378
internal_count=4318164 32212 18826 18803 1179 1106 73 1060 1026 178 83 59 848 116 60 17624 7803 7425 308 231 85 146 69 7117 6962 134 77 9821 84 378
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=31
num_cat=0
split_feature=5 5 4 1 1 3 3 0 0 1 0 1 0 3 0 2 0 0 1 1 1 1 0 2 0 0 0 3 0 0
split_gain=2.51983e+11 1.58503e+12 4.23069e+12 4.73805e+12 5.93304e+12 2.67164e+12 2.21635e+12 2.36198e+12 8.77921e+12 2.52723e+12 2.2511e+12 3.4925e+12 3.37194e+12 2.86103e+12 2.57201e+12 2.10748e+12 2.35839e+12 2.99145e+12 2.36271e+12 2.31661e+12 2.46251e+12 2.43836e+12 3.53714e+12 3.48643e+12 2.36583e+12 2.76651e+12 4.19644e+12 3.77173e+12 4.10753e+12 2.21432e+12
threshold=18.050000000000004 16.850000000000005 1.5000000000000002 39.863684800000009 56.135466100000009 5.5000000000000009 16.500000000000004 55.078308950000007 55.034903650000011 37.712318250000003 55.769960200000007 37.503486000000002 59.834458500000004 21.500000000000004 54.725565150000001 6.5000000000000009 55.708120100000009 55.820531900000013 49.177301950000007 38.151577750000008 43.94115175000001 37.559851850000008 55.793358600000012 1.5000000000000002 55.885524800000006 55.801980100000009 55.719391050000006 9.5000000000000018 55.619594000000006 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 8 9 -7 11 -8 -12 -14 -13 19 -17 18 -18 21 -21 24 -23 29 25 26 27 28 -9 -24
right_child=-2 2 3 4 -6 6 10 15 -10 -11 12 14 13 -15 -16 16 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-227.13994862694605 -2.0890681511234095 2843.0654979813044 -61628.521732954541 31230.647027853262 -38493.987251164363 -19808.321439615887 -12294.582421714382 -883.36712239583346 -34736.135469328226 78.802936887069492 -11422.207541768264 -7114.622073800223 -6785.6512555803565 44266.487686820656 13525.560330318373 12047.638962986159 -56432.78737444197 -5240.6879063509568 -12389.322238685345 16161.389682867588 2654.7572851915797 -1715.1751250163165 -30999.625492720173 -54597.402148437504 -4760.1722529423705 25245.308456380211 -39264.771726190476 1163.6518785371554 47809.674509336895 -4456.1632368607961
leaf_weight=21106 4286109 5941 22 23 26 72 76 30 95 568 157 70 21 23 439 69 21 503 29 156 1002 808 44 22 231 75 21 254 41 110
leaf_count=21106 4286109 5941 22 23 26 72 76 30 95 568 157 70 21 23 439 69 21 503 29 156 1002 808 44 22 231 75 21 254 41 110
internal_value=0 279.332 1255.64 -23075.6 -5766.1 1414.45 -304.699 -1226.68 -6369.21 -2158.5 4564.44 7701.38 -4565.45 19900.7 10687 -120.193 -5384.5 -7559.57 -30887.6 1051.75 4474.3 -1370.82 -4513.38 -17359.7 3371.93 7833.97 4059.84 6859.27 27235.1 -12040
internal_weight=0 32055 10949 71 49 10878 4937 4151 735 640 786 585 201 44 509 3416 622 553 50 2794 1158 1636 984 176 652 421 346 325 71 154
internal_count=4318164 32055 10949 71 49 10878 4937 4151 735 640 786 585 201 44 509 3416 622 553 50 2794 1158 1636 984 176 652 421 346 325 71 154
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=31
num_cat=0
split_feature=1 0 0 5 1 5 5 0 1 3 1 0 0 0 5 3 6 2 5 5 3 0 5 3 3 5 5 4 5 5
split_gain=2.45174e+11 1.29844e+12 9.09795e+12 1.30312e+12 2.24845e+12 3.27443e+12 1.63785e+12 2.67096e+12 1.68409e+12 1.44065e+12 4.27327e+12 1.92307e+13 2.0208e+13 8.66526e+12 8.19246e+12 8.65401e+12 8.16465e+12 7.93711e+12 6.71339e+12 6.56816e+12 6.251e+12 5.09462e+12 4.97211e+12 4.55289e+12 1.12274e+13 6.31303e+12 4.55244e+12 4.41339e+12 4.35672e+12 6.18627e+12
threshold=86.067573200000012 44.039893800000009 46.672631750000008 24.010000000000002 86.192907650000009 18.050000000000004 26.005000000000006 51.717367500000009 114.17164950000002 9.5000000000000018 86.192907650000009 55.299834250000011 55.388132500000005 55.349623500000007 63.005000000000003 5.5000000000000009 1.5000000000000002 2.5000000000000004 81.910000000000011 96.015000000000015 2.5000000000000004 56.054485600000007 62.015000000000008 8.5000000000000018 7.5000000000000009 35.005000000000003 81.00500000000001 1.0000000180025095e-35 79.010000000000005 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5 -9 10 11 20 13 16 -15 17 22 18 -16 21 -8 -14 -13 24 27 -25 -26 -18 -19 -30
right_child=1 2 3 6 -6 -7 9 8 -10 -11 -12 12 19 14 15 -17 23 28 -20 -21 -22 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=-4.8280190020686682 18361.964147636219 -64189.738174715909 318.4595865589489 37791.607340494797 -641.07670813941377 -14812.652033740562 8557.5320930325252 5053.308411872973 -16897.744673775338 -306.03947028627852 160.23379866575607 -9341.0158854166675 -5610.4419552302406 7687.4721275900611 28847.414491421569 5167.5319098056898 44507.769546875003 63958.054838867189 -34411.610960937505 -62494.903480113637 -30904.979765471038 -30435.293517243463 -65796.766736778853 -4740.0304842281967 -21399.08449155746 11224.611136204647 -76266.978632812505 2346.2694431705759 8876.4377103365387 59220.334676460596
leaf_weight=4147874 39 22 275 24 2644 298 49 631 37 50459 107079 39 1162 1443 51 156 25 80 25 22 222 89 26 306 62 1300 20 3607 52 46
leaf_count=4147874 39 22 275 24 2644 298 49 631 37 50459 107079 39 1162 1443 51 156 25 80 25 22 222 89 26 306 62 1300 20 3607 52 46
internal_value=0 117.599 113.42 121.731 -1871.81 -7550.77 160.13 5015.06 3837.46 139.931 334.156 2454.8 3289.81 5333.32 11231.8 23705.9 3303.65 35091.7 8038.52 -8329.11 -23769.7 -7376.56 -31923.3 3734.05 1810.34 8182.78 -34781.5 2636.48 46642.4 32507.2
internal_weight=0 170290 170251 170229 3217 573 167012 692 668 166320 115861 8782 8511 7238 1853 410 5385 254 76 1273 271 1251 65 5320 3714 1606 82 3632 178 98
internal_count=4318164 170290 170251 170229 3217 573 167012 692 668 166320 115861 8782 8511 7238 1853 410 5385 254 76 1273 271 1251 65 5320 3714 1606 82 3632 178 98
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 2 2 0 6 0 5 0 5 3 5 5 0 5 0 2 1 1 5 5 4 5 5 1 1 3
split_gain=2.58364e+11 2.79615e+12 1.6563e+13 2.28524e+13 2.92766e+13 6.93119e+13 3.41671e+13 1.18557e+14 3.02666e+13 3.76628e+13 4.16334e+13 2.73087e+13 2.58532e+13 2.20998e+13 2.08235e+13 3.48622e+13 4.18374e+13 3.15642e+13 2.99619e+13 2.93336e+13 2.79079e+13 2.3974e+13 6.81165e+13 5.96951e+13 2.03509e+13 2.12889e+13 3.68448e+13 2.0048e+13 3.98946e+13 5.37796e+13
threshold=9.5000000000000018 67.990000000000023 30.323743050000001 30.305955500000003 59.904813200000007 5.5000000000000009 4.5000000000000009 59.896318000000008 1.5000000000000002 59.882016200000002 74.610000000000014 59.863160500000006 91.050000000000011 7.5000000000000009 114.05000000000001 150.04500000000004 59.939091550000008 161.85000000000002 59.932719750000011 2.5000000000000004 30.315880100000005 30.315880100000005 120.05000000000001 118.33500000000002 2.5000000000000004 78.010000000000005 84.030000000000015 30.362552800000003 30.370618100000005 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 24 11 -10 -11 -5 -7 -14 -6 16 21 -17 -19 20 -18 23 -23 -16 -8 -26 -27 -4 29 -29
right_child=-2 2 27 4 14 12 7 -9 9 10 -12 -13 13 -15 15 17 19 18 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=22.108085783716334 22.078366576052492 702.2036964439319 -6465.5662600561263 -78650.488634672627 8213.5574975810359 -60823.139545036764 -48795.483051757816 279885.39903846156 67727.968320672531 107073.65498511906 -57636.795334772476 25123.6337890625 -40530.502373798081 88639.949797453708 -141750.2742578125 110058.32125822369 -96696.692610677099 -100045.86512784091 35508.09560236855 37604.402626397357 18583.19371279762 11966.834722222222 -198151.19632161458 -1258.680241935484 133261.87749191813 -78071.550818452379 85502.09950439453 3318.3169401548603 -515.21776368196322 47057.542332312994
leaf_weight=1659949 2379540 19396 5615 42 3279 102 20 26 217 21 57 64 26 27 40 38 42 22 63 123 42 27 36 124 29 21 40 899 247828 409
leaf_count=1659949 2379540 19396 5615 42 3279 102 20 26 217 21 57 64 26 27 40 38 42 22 63 123 42 27 36 124 29 21 40 899 247828 409
internal_value=0 -27.0998 -320.21 2195.5 8592.15 27524 44527.2 87840.3 29837.4 46305.8 -13291.7 -15994.4 -31383.7 25273.3 5176.91 -12699.5 -26018.1 34294.4 423.541 6495.53 -39056.7 -55667.1 -108101 -35524.9 42447.9 62724.2 29189.9 -556.464 -423.286 16995.2
internal_weight=0 1.93862e+06 278675 23924 4528 692 537 136 401 295 78 106 155 53 3836 557 434 123 85 207 84 227 63 164 110 90 61 254751 249136 1308
internal_count=4318164 1938624 278675 23924 4528 692 537 136 401 295 78 106 155 53 3836 557 434 123 85 207 84 227 63 164 110 90 61 254751 249136 1308
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=31
num_cat=0
split_feature=4 3 1 1 0 2 5 5 0 0 1 5 2 6 1 5 3 0 0 1 0 0 1 0 2 0 0 3 5 2
split_gain=2.91353e+11 5.6955e+12 1.05579e+13 1.53437e+13 1.77806e+13 2.08166e+13 2.00643e+13 4.85493e+13 1.69809e+13 4.0577e+13 5.23278e+13 1.78867e+13 1.78312e+13 1.56735e+13 2.34712e+13 1.49853e+13 1.69861e+13 2.59012e+13 2.78521e+13 2.76205e+13 2.15116e+13 2.9161e+13 1.48748e+13 1.39965e+13 2.45599e+13 4.4421e+13 3.14912e+13 7.25509e+13 5.92947e+13 2.92038e+13
threshold=3.5000000000000004 8.5000000000000018 39.143775600000005 49.236330900000006 47.272352350000006 5.5000000000000009 83.010000000000005 101.05000000000001 43.056445700000005 43.465905150000005 44.660994650000006 112.04500000000002 3.5000000000000004 1.5000000000000002 44.083877800000003 72.705000000000013 15.500000000000002 55.755036050000008 59.896318000000008 37.620907050000007 60.003414000000006 60.052595500000002 43.94115175000001 56.301440000000007 7.5000000000000009 57.60800230000001 56.338501050000012 9.5000000000000018 120.05000000000001 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 15 4 5 8 -6 13 11 10 -10 -4 -13 14 22 16 20 19 -19 -18 -3 -22 -8 -9 26 -26 27 -25 -29 -30
right_child=1 2 3 -5 6 -7 7 23 9 -11 -12 12 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-4.4362897510468482 936.08659820510445 9118.12755833339 4472.3162796647584 -276.71967448919486 -341.34699110148608 -5203.1215125927029 7230.4397718832524 -6372.8830094472432 223290.41863839288 11234.330735625728 18845.007396673387 -1590.5127583451704 -81066.156108566822 -24435.211411612374 102358.84822443183 486.01848077420703 -111490.577421875 54967.581250000003 -20713.648537518904 -10496.926248887008 147434.99843750001 29681.996060144764 -65553.188125174391 213408.30086805555 -22593.518267483185 99894.447490530307 6900.3754066505135 112069.22958776595 -112474.84607979911 31954.667410714286
leaf_weight=4195778 52735 1716 292 35841 2549 2415 142 1710 21 1236 31 55 58 2072 22 20242 45 80 124 68 24 170 35 27 288 33 252 47 28 28
leaf_count=4195778 52735 1716 292 35841 2549 2415 142 1710 21 1236 31 55 58 2072 22 20242 45 80 124 68 24 170 35 27 288 33 252 47 28 28
internal_value=0 152.09 -441.499 -1291.13 -4496.96 757.057 -7480.99 -11366.3 9259.02 14874.9 101410 -8600.98 -42383.3 -21860.6 4946.01 1342.61 9128.48 -12309 8965.27 -50715.6 12686.4 44249.4 -7161.8 -1489.61 10388.6 -10001.3 27522.5 67497.8 29249.4 -40260.1
internal_weight=0 122386 69651 47182 11341 4108 7233 4684 1693 1288 52 405 113 2271 199 22469 2227 317 204 113 1910 194 177 2413 703 321 382 130 103 56
internal_count=4318164 122386 69651 47182 11341 4108 7233 4684 1693 1288 52 405 113 2271 199 22469 2227 317 204 113 1910 194 177 2413 703 321 382 130 103 56
is_linear=0
shrinkage=0.1


Tree=4553
num_leaves=31
num_cat=0
split_feature=5 6 3 2 1 1 3 0 0 2 0 2 0 5 1 2 2 1 3 3 0 0 5 5 5 0 5 5 0 0
split_gain=3.1411e+11 3.78596e+12 6.03465e+12 2.84567e+13 3.01985e+13 2.65041e+13 5.67613e+13 3.96647e+13 2.83177e+13 2.53307e+13 3.06876e+13 2.14905e+13 2.09583e+13 2.44885e+13 2.06136e+13 3.34626e+13 1.97182e+13 1.90851e+13 3.45016e+13 3.76603e+13 2.93398e+13 2.18165e+13 2.00473e+13 1.87526e+13 1.80377e+13 1.79235e+13 2.00333e+13 2.61931e+13 1.78663e+13 3.30328e+13
threshold=81.910000000000011 1.5000000000000002 17.500000000000004 3.5000000000000004 30.278357500000002 30.323743050000001 18.500000000000004 59.846652800000008 59.853570100000006 18.500000000000004 60.035045000000004 13.500000000000002 60.029906750000002 97.050000000000011 39.718803500000007 2.5000000000000004 2.5000000000000004 30.243224600000001 24.500000000000004 22.500000000000004 60.029906750000002 60.029906750000002 98.020000000000024 107.05000000000001 87.395000000000024 56.838612000000005 105.35000000000001 118.33500000000002 55.034903650000011 55.025681450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 12 17 6 7 -6 -8 10 -10 -12 14 16 -4 28 24 22 19 -19 -21 -20 -5 -11 -14 26 -17 -28 29 -16
right_child=1 2 3 4 5 -7 8 -9 9 23 11 -13 13 -15 15 25 -18 18 21 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.4052760205998371 -349.02859618964743 520.07489397139614 -1587.7060500972857 19092.774670480718 -189610.64877717392 -40.735765063475384 76797.235032958983 -49221.249330357146 -9499.4862411810445 -21623.57527173913 25498.982414062499 148150.38007812502 -12206.338033353366 -83290.063835449226 -10957.837248757103 -25657.537735006495 -66522.126215277778 41134.665479486641 154644.97809979841 -121853.36279296875 3683.2536658653844 52172.899925595237 -6407.5264265540691 -106374.22546037946 104600.75171142578 13977.626260416668 -106439.64363054547 -32982.994453549596 7962.9058182300578 -122816.81197916668
leaf_weight=3935898 131110 213409 2487 692 23 30997 40 161 588 69 50 20 39 80 220 433 36 176 31 29 52 63 556 42 20 75 84 115 539 30
leaf_count=3935898 131110 213409 2487 692 23 30997 40 161 588 69 50 20 39 80 220 433 36 176 31 29 52 63 556 42 20 75 84 115 539 30
internal_value=0 86.5427 313.922 -851.596 114.443 -555.922 -16637.7 -66769.9 -5235.59 -9502.58 -2048.24 60542.2 -8655.42 -42525.9 -7167.26 -16442.9 -8198.2 13525.9 34126.4 15165.3 -41262 85966.9 7732.06 -53691.4 27389.3 -32242.4 -37727.4 -63989.8 -2285.45 -24380.9
internal_weight=0 382266 251156 37747 33589 31990 993 184 809 769 658 70 4158 175 3983 1496 95 1599 351 257 81 94 1248 111 59 707 632 199 789 250
internal_count=4318164 382266 251156 37747 33589 31990 993 184 809 769 658 70 4158 175 3983 1496 95 1599 351 257 81 94 1248 111 59 707 632 199 789 250
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=31
num_cat=0
split_feature=1 1 5 3 0 0 6 2 0 3 0 4 0 0 3 0 3 5 5 0 5 4 2 6 5 2 5 5 3 3
split_gain=3.12639e+11 4.37186e+12 4.85331e+13 7.13509e+13 2.54591e+13 7.71222e+13 4.65187e+13 2.68137e+13 3.37612e+13 5.74146e+13 3.75422e+13 2.43697e+13 2.09312e+13 1.14876e+14 7.8027e+13 6.52915e+13 2.40852e+14 3.88807e+13 3.4137e+13 3.40797e+13 4.20554e+13 2.95798e+13 3.1281e+13 2.7698e+13 2.5521e+13 2.46669e+13 2.28502e+13 2.00595e+13 1.99664e+13 8.20201e+13
threshold=30.425002000000003 30.434657650000002 64.805000000000021 24.500000000000004 59.950068600000009 59.939091550000008 1.5000000000000002 8.5000000000000018 59.896318000000008 20.500000000000004 59.863160500000006 1.5000000000000002 59.939091550000008 59.950068600000009 16.500000000000004 59.904813200000007 10.500000000000002 90.015000000000015 68.52500000000002 59.990816400000007 88.015000000000015 3.5000000000000004 2.5000000000000004 1.5000000000000002 100.05000000000001 1.5000000000000002 82.00500000000001 99.555000000000021 14.500000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 10 -10 -9 -4 15 23 19 21 -17 18 -16 20 -15 -13 -23 25 -19 -14 -27 -22 -6 -30
right_child=1 -3 11 -5 28 6 -8 8 9 -11 -12 12 13 14 17 16 -18 24 -20 -21 27 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-92.845597564476833 3712.042355025987 0.98019891679938331 65061.343988185981 -12613.249551733505 -2072.4835902012337 40598.492310596113 145792.92451322117 -1888.1691208298143 26712.419695107681 -52626.676901189639 83916.473308284112 -17371.09762564531 -62831.910673828126 -81495.119360400393 71162.472925646565 153341.28738839287 -141956.19867008587 154596.10664062502 -16379.847737121583 -13385.877740186608 95910.19983398437 -49769.866174768518 77722.747178171645 123680.20095486111 19749.07759375 88714.826854346262 9995.0906494140636 -31754.764501953126 25121.527279695729 -36.456369673948778
leaf_weight=334577 1770 3966786 41 2227 3196 119 65 74 534 110 164 1086 20 250 58 35 131 32 192 230 20 27 67 54 25 87 64 32 1870 4221
leaf_count=334577 1770 3966786 41 2227 3196 119 65 74 534 110 164 1086 20 250 58 35 131 32 192 230 20 27 67 54 25 87 64 32 1870 4221
internal_value=0 7.798 1617.51 3838.76 6861 15153.8 77759.6 10810.1 25054.5 13160.7 57237.7 -11387.3 -12687.9 -2206.03 -19221.9 -20973.8 -79694.7 20922.8 3929.97 -42388.1 -64475.9 -12713 41102.5 61244.3 95452.7 41527.7 55350.2 17347.1 4328.6 7687.3
internal_weight=0 3.98359e+06 16801 14350 12123 2836 184 2652 882 644 238 2451 2410 1064 839 1346 166 307 250 532 302 1180 94 225 57 171 151 52 9287 6091
internal_count=4318164 3983587 16801 14350 12123 2836 184 2652 882 644 238 2451 2410 1064 839 1346 166 307 250 532 302 1180 94 225 57 171 151 52 9287 6091
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=31
num_cat=0
split_feature=1 0 0 5 0 6 2 1 0 1 1 3 3 5 3 6 3 3 1 4 5 0 0 6 5 5 1 5 5 5
split_gain=2.91434e+11 5.92157e+12 7.77592e+13 7.04932e+13 5.25096e+13 8.40379e+13 8.89732e+13 5.71002e+13 5.02714e+13 4.86221e+13 2.11976e+14 1.66337e+14 4.2426e+13 3.96418e+13 3.68014e+13 3.81706e+13 3.55525e+13 4.60991e+13 3.95462e+13 3.99694e+13 3.84762e+13 3.54368e+13 6.09564e+13 4.71766e+13 5.8099e+13 4.99561e+13 5.83956e+13 4.46626e+13 3.8965e+13 3.67067e+13
threshold=37.417247200000006 55.87722990000001 55.851332700000007 56.505000000000003 55.842510000000011 1.5000000000000002 15.500000000000002 37.362912300000012 55.91302515000001 37.362912300000012 37.275078000000001 6.5000000000000009 18.500000000000004 92.035000000000011 4.5000000000000009 1.5000000000000002 9.5000000000000018 16.500000000000004 37.39371280000001 2.5000000000000004 61.020000000000003 55.946414150000003 55.975961550000008 1.5000000000000002 69.610000000000014 73.010000000000005 37.214886200000009 71.715000000000018 59.025000000000013 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -6 16 10 -5 -12 14 -14 -11 -16 -3 18 20 -20 -18 28 23 27 -25 -26 -27 29 -10 -23
right_child=-2 8 3 9 5 6 -8 -9 21 12 11 -13 13 -15 15 -17 17 -19 19 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-242.50941516614259 11.121265903696193 2135.7561523390978 -2341.3843096387504 -39288.290197472641 -32384.499909078662 13738.657652587061 86802.265743377371 -224830.39280366444 -4325.3063066311206 81030.27546386719 266090.11856060609 32865.080400718485 -23507.206007501893 61122.906452165567 -23577.487993421055 -78067.66132140017 31020.502443061443 13410.642481132832 55250.525899832595 -43914.691608072921 136130.02047334559 32641.593845642721 13.611091427969479 15898.463311651489 -69104.273739963115 54260.314382829347 -41998.011519899235 95658.879223204509 -30570.864246458648 -89320.653515625003
leaf_weight=201163 3649378 2624 5417 651 58 1469 188 21 2360 20 33 417 1910 57 209 334 59 2022 126 60 85 485 445983 1735 162 116 138 114 744 26
leaf_count=201163 3649378 2624 5417 651 58 1469 188 21 2360 20 33 417 1910 57 209 334 59 2022 126 60 85 485 445983 1735 162 116 138 114 744 26
internal_value=0 -60.6857 -497.546 -9567.94 -93.0648 17224.2 22028.3 -83541 141.993 -20349.1 -2807.42 49968.2 -27982.8 -21054.8 -52187.7 -57094.5 10138.4 19066.4 53721 23261.7 93064.3 31.9106 105.562 14878 7850.96 -25712.6 1962.48 39062.3 -10616.1 26436.1
internal_weight=0 668786 211947 9048 202899 1736 1657 79 456839 3631 1101 450 2530 1967 563 543 4976 2352 330 186 144 451863 448759 2776 2151 416 254 625 3104 511
internal_count=4318164 668786 211947 9048 202899 1736 1657 79 456839 3631 1101 450 2530 1967 563 543 4976 2352 330 186 144 451863 448759 2776 2151 416 254 625 3104 511
is_linear=0
shrinkage=0.1


Tree=4556
num_leaves=31
num_cat=0
split_feature=5 2 5 3 3 0 1 4 2 4 6 3 1 0 4 1 0 0 3 0 0 0 0 2 0 1 0 0 1 1
split_gain=3.29453e+11 2.45868e+12 5.27226e+12 1.40248e+13 1.51684e+13 1.26301e+13 1.31833e+13 3.22876e+13 1.53592e+13 1.6586e+13 1.89376e+13 2.10556e+13 1.69606e+13 1.62944e+13 1.21121e+13 1.09489e+13 1.41176e+13 1.0894e+13 1.90978e+13 1.57726e+13 1.19635e+13 3.33834e+13 1.05591e+13 1.01123e+13 8.81177e+12 8.57273e+12 1.13956e+13 3.00371e+13 2.62761e+13 6.46816e+13
threshold=55.405000000000008 7.5000000000000009 54.990000000000002 5.5000000000000009 10.500000000000002 59.882016200000002 30.362552800000003 1.5000000000000002 6.5000000000000009 1.5000000000000002 1.5000000000000002 9.5000000000000018 30.332994000000003 59.963407450000012 1.0000000180025095e-35 30.278357500000002 59.982527000000012 57.265292900000006 8.5000000000000018 57.641335050000002 59.846652800000008 59.853570100000006 59.932719750000011 3.5000000000000004 59.834458500000004 38.633372000000001 55.734663800000007 55.784980300000008 37.542000650000013 37.66934650000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 5 17 8 -8 9 13 11 -11 15 -7 -4 16 -12 -5 19 -19 24 -22 23 -9 -20 26 -16 28 -28 -30
right_child=-2 -3 3 4 -6 6 7 22 -10 10 12 -13 -14 -15 25 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-61.249279584059799 35.357565921309195 128.71409439126879 63429.069461945561 -5785.4345806623915 140.12881230920902 -112666.94279078435 116914.00125 -16810.489699074074 -98157.408921185663 89896.261865234381 -98175.534250000012 -37188.612642045453 -96847.064698840724 -9929.0737079326937 -1687.563294793473 25601.201606889208 -3675.8744095203492 83249.634699292466 -4707.6667743161097 14898.081591796876 130061.47877604168 -23978.748242187503 -6897.9773882605259 -109334.58363095239 -64133.695341435181 -624.50451153220683 -20961.207869664635 6165.8837795178342 150342.09431573277 10898.51399989984
leaf_weight=1876489 1636543 774233 31 8517 7342 38 20 27 34 32 25 22 31 26 1470 44 43 53 329 93 24 34 311 21 27 10202 41 1926 58 78
leaf_count=1876489 1636543 774233 31 8517 7342 38 20 27 34 32 25 22 31 26 1470 44 43 53 329 93 24 34 311 21 27 10202 41 1926 58 78
internal_value=0 -21.5781 -82.5836 -1378.21 -3292.91 -5877.81 -19085.3 -6746.44 -34937.6 -26702 -12333.6 38120.9 -31386.4 -70929.7 992.351 -13267.8 -38418.4 -4897.11 8613.43 39710.6 -2353.22 39762 -13635.6 -57289.8 -9214.7 851.84 5067.25 9788.88 49212 70367.1
internal_weight=0 2.68162e+06 1.90739e+06 30899 17093 9751 674 379 295 261 197 54 143 64 13806 112 68 9077 560 146 414 58 359 48 356 13775 3573 2103 177 136
internal_count=4318164 2681621 1907388 30899 17093 9751 674 379 295 261 197 54 143 64 13806 112 68 9077 560 146 414 58 359 48 356 13775 3573 2103 177 136
is_linear=0
shrinkage=0.1


Tree=4557
num_leaves=31
num_cat=0
split_feature=0 0 6 4 1 5 1 3 5 1 3 3 2 3 2 2 5 2 5 5 2 5 5 5 2 5 5 5 4 3
split_gain=3.11309e+11 8.9619e+12 2.01396e+13 2.08554e+13 1.30216e+13 9.42117e+12 3.20778e+13 1.73422e+13 9.72508e+12 1.51885e+13 1.37783e+13 1.07052e+13 1.06499e+13 1.89924e+13 3.55973e+13 1.63959e+13 1.88248e+13 9.36152e+12 1.08299e+13 2.99173e+13 8.58964e+12 8.5785e+12 8.57883e+12 1.21108e+13 8.70775e+12 1.14909e+13 2.06839e+13 1.13393e+13 8.51403e+12 1.13638e+13
threshold=57.117834900000013 57.131524800000008 1.5000000000000002 2.5000000000000004 65.565203050000022 161.85000000000002 65.565203050000022 10.500000000000002 44.605000000000011 65.58467570000002 17.500000000000004 13.500000000000002 9.5000000000000018 11.500000000000002 10.500000000000002 12.500000000000002 107.05000000000001 3.5000000000000004 80.00500000000001 94.040000000000006 8.5000000000000018 101.05000000000001 96.015000000000015 83.010000000000005 11.500000000000002 69.015000000000015 73.405000000000015 81.00500000000001 3.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 20 -4 10 12 -11 17 14 -14 16 -15 18 -10 28 -7 22 23 24 25 -5 -27 -28 29 -20
right_child=1 -3 5 21 -6 6 -8 -9 9 11 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=11.723472165871639 5865.3618781787309 -5.3578951937498331 -674.04745513824832 -19535.9760546875 -11522.15098195969 -657.98797554347834 136475.68482142859 68530.094196428574 -5173.6393685636422 -17099.753151132529 19849.461915887852 -58409.267171993772 -22564.521075590783 2473.5978058775031 -122296.70308779762 -20522.171853557578 94164.821321614596 -1535.4684311480562 -62270.117016183038 700.83400671265349 -90265.181601562508 -10301.211723889803 61819.858406355575 -1580.2539487092392 -5463.2067612591918 155281.02015625002 19181.760295798562 87753.551655016447 15503.099031250002 -24485.092718422253
leaf_weight=3626750 1802 675003 5020 20 566 23 21 21 1820 412 214 74 242 334 42 419 24 4235 175 352 20 57 74 115 34 20 66 38 25 146
leaf_count=3626750 1802 675003 5020 20 566 23 21 21 1820 412 214 74 242 334 42 419 24 4235 175 352 20 57 74 115 34 20 66 38 25 146
internal_value=0 -61.4944 -2370.45 5366.55 1709.39 -3956.6 29231.6 -5957.9 -4165.04 -6223.38 -5184.17 -23389.7 -5869.76 -15183.5 -37313.6 -7094.79 8620.5 -4406.42 -9235.05 -19825 -42335.8 25791.4 31397.1 23713.5 40055 50802.3 62147.2 44236.8 -40706.7 -45084.4
internal_weight=0 691414 16411 2792 2368 13619 85 64 13534 8514 8028 486 7814 1061 284 777 358 6753 2518 698 43 424 367 293 178 144 124 104 346 321
internal_count=4318164 691414 16411 2792 2368 13619 85 64 13534 8514 8028 486 7814 1061 284 777 358 6753 2518 698 43 424 367 293 178 144 124 104 346 321
is_linear=0
shrinkage=0.1


Tree=4558
num_leaves=31
num_cat=0
split_feature=5 5 2 1 0 0 6 1 1 3 0 1 1 0 2 0 1 1 3 3 0 3 0 0 3 3 0 1 1 0
split_gain=3.0826e+11 4.10141e+12 2.28997e+13 1.48402e+13 2.29834e+13 2.63906e+13 1.93622e+13 1.77499e+13 1.6158e+13 1.60933e+13 1.42681e+13 1.29601e+13 1.39317e+13 1.41131e+13 1.16172e+13 1.15544e+13 1.14577e+13 1.99988e+13 4.56868e+13 5.4041e+13 2.95508e+13 2.67257e+13 1.35868e+13 3.74821e+13 2.66209e+13 1.84014e+13 1.10404e+13 1.14838e+13 2.01843e+13 1.08651e+13
threshold=54.035000000000004 54.990000000000002 15.500000000000002 37.752451500000006 55.842510000000011 55.860536450000005 1.5000000000000002 37.597123000000003 37.620907050000007 24.500000000000004 55.701368300000006 37.559851850000008 37.503486000000002 55.834684950000003 2.5000000000000004 55.708120100000009 30.278357500000002 30.315880100000005 15.500000000000002 16.500000000000004 59.950068600000009 13.500000000000002 59.932719750000011 59.939091550000008 11.500000000000002 8.5000000000000018 44.678200800000006 39.863684800000009 39.630124250000001 55.86787755000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 6 -6 7 -4 -9 10 -10 12 13 -8 -2 -11 -16 18 21 -20 -21 22 -18 24 -24 -25 27 28 -19 -7
right_child=1 -3 3 -5 5 29 11 8 9 15 -12 -13 -14 -15 16 -17 17 26 19 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-21.594304978449919 -1564.554891356406 14.193826962330489 -2167.9936953776592 2380.0147956637365 100612.91142578126 -75069.830060369321 -14217.687212171055 -91279.189334239141 -43676.155932617192 -29939.213946972654 41192.230558894233 6049.7012428977278 -141661.30021033654 -102230.81272321429 -6439.660053824653 -91688.212343749998 7639.6706805889426 26765.755753644808 -111031.1861279297 -10747.27671088677 99008.459787326399 169497.86101190478 209698.921875 59868.78716681985 59145.562703804346 -59188.903311011905 3438.6160093111594 3114.2622473639412 128574.97846467391 -3884.0778540010137
leaf_weight=2611969 5713 1681305 296 923 24 22 38 46 32 125 52 22 26 35 1052 40 52 127 40 77 36 21 24 34 23 21 14974 148 23 844
leaf_count=2611969 5713 1681305 296 923 24 22 38 46 32 125 52 22 26 35 1052 40 52 127 40 77 36 21 24 34 23 21 14974 148 23 844
internal_value=0 33.0582 1307.33 -7719.93 -13539.1 -2825.83 -26930.6 -19468.9 -36828.5 -26769.4 8861.42 -63375.6 -78803.5 -56415.8 2326.51 -44908.7 3661.46 4342.64 28774.2 -11140.4 24219.2 63670.9 49240 70448 136024 14410.4 3817.92 22877.1 42376.5 -5692.49
internal_weight=0 1.7062e+06 24890 2525 1602 890 712 591 295 249 84 121 99 73 22365 165 16652 15600 328 153 113 175 154 102 47 55 15272 298 150 866
internal_count=4318164 1706195 24890 2525 1602 890 712 591 295 249 84 121 99 73 22365 165 16652 15600 328 153 113 175 154 102 47 55 15272 298 150 866
is_linear=0
shrinkage=0.1


Tree=4559
num_leaves=31
num_cat=0
split_feature=1 1 3 3 5 5 0 5 0 2 5 0 5 3 5 0 3 3 5 3 5 5 3 0 5 5 3 0 0 3
split_gain=2.90636e+11 4.10702e+12 8.48727e+12 2.2613e+13 1.54916e+13 1.8803e+13 1.72218e+13 1.18051e+13 1.13208e+13 1.10425e+13 1.07193e+13 1.02836e+13 1.49987e+13 1.18473e+13 7.66361e+12 8.6351e+12 1.73517e+13 2.22063e+13 1.61967e+13 1.4083e+13 7.64705e+12 7.1022e+12 7.93676e+12 6.64298e+12 6.38452e+12 8.60227e+12 9.20263e+12 6.54008e+12 8.52769e+12 6.50938e+12
threshold=39.704585000000002 39.714575750000009 15.500000000000002 18.500000000000004 123.15000000000002 84.030000000000015 47.228519500000004 118.33500000000002 47.208883950000008 14.500000000000002 44.905000000000008 47.272352350000006 99.555000000000021 17.500000000000004 114.05000000000001 47.222459950000008 23.500000000000004 19.500000000000004 93.00500000000001 21.500000000000004 89.00500000000001 75.750000000000014 26.500000000000004 47.297889100000013 150.04500000000004 132.05000000000004 7.5000000000000009 43.642715500000008 47.249522000000006 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 8 -7 14 10 24 -4 12 -8 -13 15 16 17 -5 20 -20 -17 22 -18 -10 25 29 -27 -26 -29 -2
right_child=1 -3 3 7 -6 6 11 -9 23 -11 -12 13 -14 -15 -16 18 21 -19 19 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-30.300896620490349 -9485.9374032929754 11.841772307406973 22729.938376402246 -29598.596205357142 -44589.804827724358 115690.5419921875 -61133.460493607963 62485.550917968751 19570.183757113955 72882.144494047621 -44837.691267595452 21904.792399553571 42619.065707236849 106796.73079637096 -58090.918503736415 -3402.7780595968106 72226.363125000003 91909.734854068403 -1893.1738705842392 106532.91087890626 -52727.516833496098 -24406.015437940143 5689.4982568641617 -28323.321608072918 67340.918729073659 -79411.132686941972 -3425.2629434121623 -26444.263407258069 53920.895720108696 842.98602621748034
leaf_weight=1826521 643 2475491 39 21 39 33 22 30 836 21 59 35 38 31 23 1769 20 53 23 25 32 71 173 30 28 28 37 31 23 11939
leaf_count=1826521 643 2475491 39 21 39 33 22 30 836 21 59 35 38 31 23 1769 20 53 23 25 32 71 173 30 28 28 37 31 23 11939
internal_value=0 22.2123 1611.63 6049.34 17369 19520.7 51382 177.272 14265.6 427.544 -17948.5 34539.3 4576.47 61778.3 -668.542 -64.6485 14632 57427.6 -2751.23 54578.7 -4279.18 2636.3 12584.5 17911.1 308.01 127.675 -36157.6 28121.4 7785.34 315.129
internal_weight=0 2.49164e+06 16152 3402 1162 1123 159 2240 964 12750 98 126 60 66 2210 2187 338 74 1849 48 1801 264 193 866 12729 12647 65 82 54 12582
internal_count=4318164 2491643 16152 3402 1162 1123 159 2240 964 12750 98 126 60 66 2210 2187 338 74 1849 48 1801 264 193 866 12729 12647 65 82 54 12582
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=31
num_cat=0
split_feature=2 3 0 5 0 1 1 0 0 6 1 5 5 5 1 5 5 5 5 4 5 4 1 1 0 1 2 1 0 2
split_gain=2.80365e+11 8.69339e+12 2.52565e+13 1.85665e+13 1.73879e+13 2.38993e+13 4.04143e+13 1.72447e+13 2.15798e+13 4.11363e+13 2.91652e+13 1.55628e+13 1.49177e+13 5.46215e+13 8.46332e+13 1.45158e+13 1.52291e+13 1.44384e+13 1.3986e+13 1.3898e+13 1.38773e+13 1.34982e+13 1.28627e+13 1.53155e+13 3.05396e+13 1.54294e+13 1.32089e+13 1.29868e+13 2.13845e+13 1.32124e+13
threshold=11.500000000000002 13.500000000000002 60.029906750000002 56.835000000000008 51.83362145000001 30.362552800000003 30.346469350000003 43.592450450000008 43.056445700000005 1.5000000000000002 39.753614400000011 120.05000000000001 86.810000000000016 90.015000000000015 38.984911950000004 70.50500000000001 55.005000000000003 58.040000000000006 114.05000000000001 1.5000000000000002 40.005000000000003 2.5000000000000004 37.214886200000009 37.620907050000007 55.628356700000005 37.914142000000005 12.500000000000002 37.542000650000013 55.860536450000005 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 11 8 18 10 -10 -6 -9 14 -14 16 -7 -5 -2 -17 -11 22 -18 24 -24 -25 -27 28 -26 -29
right_child=1 -3 3 17 5 15 -8 12 9 20 -12 -13 13 -15 -16 19 21 -19 -20 -21 -22 -23 23 25 27 26 -28 29 -30 -31
leaf_value=10.092891150548736 -2996.0415772977594 4.2528047222173626 3954.2336905356151 97058.751347351077 -335.87104391189717 -7515.8169957024338 34367.382802521504 4158.2377794114645 130096.47031250001 -1799.3769186580882 -26346.061846454326 -78101.620913461535 3777.8141875000001 9486.9307076450332 276091.59583333338 46236.910874155408 -12871.596482861329 26178.475872153427 68346.124583333338 -15617.860725675666 -72973.505932790329 -8710.4952003850922 -16152.818955435403 -21658.713993426067 66723.964303385423 18565.459831945802 -14046.328760080645 132574.10025337836 -29875.275476444131 38468.269874999998
leaf_weight=3732549 327 567630 673 32 2517 6569 367 2411 22 34 26 26 25 249 21 37 250 282 30 1991 141 759 82 164 75 625 155 37 33 25
leaf_count=3732549 327 567630 673 32 2517 6569 367 2411 22 34 26 26 25 249 21 37 250 282 30 1991 141 759 82 164 75 625 155 37 33 25
internal_value=0 -64.3293 -2228.87 13322.6 -3131.88 -4697.57 3345.98 3401.55 -12245.9 -36651.7 45356.8 -1130.96 6755.4 27981.7 128095 -6864.46 -5102.07 33401.9 2999.1 -14489.3 -59145.4 2088.83 7757.35 12069.4 33971.5 6222.67 12084.9 58149.2 37207.5 94628.2
internal_weight=0 585615 17985 987 16998 13712 2910 3286 580 223 48 2543 2706 295 46 10802 8774 314 357 2028 175 2205 1446 1196 252 944 780 170 108 62
internal_count=4318164 585615 17985 987 16998 13712 2910 3286 580 223 48 2543 2706 295 46 10802 8774 314 357 2028 175 2205 1446 1196 252 944 780 170 108 62
is_linear=0
shrinkage=0.1


Tree=4561
num_leaves=31
num_cat=0
split_feature=1 1 0 5 5 2 4 2 0 6 5 2 5 1 2 2 5 4 6 5 5 2 5 2 1 5 6 5 0 6
split_gain=2.73923e+11 1.39374e+12 3.55193e+12 2.91105e+12 1.04697e+13 1.06935e+13 7.78477e+12 4.66494e+13 6.29511e+12 7.06267e+12 5.23252e+12 5.17119e+12 6.08033e+12 4.26537e+12 4.2193e+12 6.21151e+12 4.12227e+12 3.8547e+12 5.96432e+12 3.8157e+12 6.25058e+12 4.64415e+12 4.17482e+12 4.16124e+12 3.71867e+12 3.47958e+12 3.46976e+12 3.13049e+12 2.98675e+12 3.58675e+12
threshold=83.000022850000008 83.002084650000015 54.942865800000007 58.605000000000011 58.755000000000003 9.5000000000000018 1.5000000000000002 2.5000000000000004 55.012873400000011 1.5000000000000002 63.005000000000003 3.5000000000000004 86.810000000000016 83.001620750000015 1.5000000000000002 8.5000000000000018 58.040000000000006 1.5000000000000002 1.5000000000000002 87.00500000000001 71.715000000000018 2.5000000000000004 86.810000000000016 5.5000000000000009 83.001620750000015 48.010000000000012 1.5000000000000002 87.00500000000001 55.014086100000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 17 8 -4 13 9 10 -6 -12 -13 -8 -10 19 25 18 -5 20 21 -16 -22 -23 26 -9 -17 -14 -7 -30
right_child=1 -3 3 4 5 28 7 16 14 -11 11 12 27 -15 15 24 -18 -19 -20 -21 22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.4738243694801962 -12998.346466921088 -12.222634395041899 -309.96323763135246 -12194.286717724739 14911.859444778602 -16118.613944390481 9793.5436180911838 8740.4850690339736 1534.2002432534241 -2586.0546218099475 -901.02128677368171 18629.920683976718 -800.0461218781694 37032.124086733216 -14417.661564737062 21254.579814317491 40540.920190429693 -6206.7560200941525 -44344.71681985294 39.359412200888556 -39317.469780219784 135.78226074874601 -4987.1840062634701 -7479.4346980764894 -5918.2007676235471 -7587.971074229331 3470.098977388212 15915.05484375 -8363.8966532033064 5639.3703937322443
leaf_weight=3782924 228 480012 37110 381 578 376 67 152 3426 1264 1024 408 493 405 454 198 20 1204 68 1558 91 1489 58 1385 172 923 246 145 1085 220
leaf_count=3782924 228 480012 37110 381 578 376 67 152 3426 1264 1024 408 493 405 454 198 20 1204 68 1558 91 1489 58 1385 172 923 246 145 1085 220
internal_value=0 -66.9583 -542.691 -491.057 -1610.93 -760.794 -18.4317 6885.67 210.479 3563.88 6499.5 4150.54 9095.86 33165.6 -1234.77 -2913.49 -4442.31 -9155.72 -17063.4 -4073.14 -5915.91 -5018.77 -25954 -3534.04 6565.13 -5279.2 11401 2998.84 -8265.77 -6003.19
internal_weight=0 535240 55228 55000 16323 14670 38677 1567 12989 3912 2648 2070 1046 472 9077 5651 1095 1653 449 5035 3477 3328 149 2874 616 1075 444 638 1681 1305
internal_count=4318164 535240 55228 55000 16323 14670 38677 1567 12989 3912 2648 2070 1046 472 9077 5651 1095 1653 449 5035 3477 3328 149 2874 616 1075 444 638 1681 1305
is_linear=0
shrinkage=0.1


Tree=4562
num_leaves=31
num_cat=0
split_feature=1 1 0 4 5 5 6 0 3 5 2 5 3 5 2 2 5 3 0 3 2 5 2 3 2 2 3 2 2 0
split_gain=2.87887e+11 4.61441e+12 9.61944e+12 9.55262e+12 8.49395e+12 1.25682e+13 4.43784e+13 4.44947e+13 2.6586e+13 2.24657e+13 3.73709e+13 2.10759e+13 2.45055e+13 2.52888e+13 2.26459e+13 1.93684e+13 1.79418e+13 2.57777e+13 2.78679e+13 1.43978e+13 3.3943e+13 3.30768e+13 2.03778e+13 1.37736e+13 1.24547e+13 3.698e+13 1.32177e+13 1.23924e+13 2.19942e+13 1.2148e+13
threshold=39.718803500000007 39.739656000000004 55.708120100000009 5.5000000000000009 177.02500000000003 132.05000000000004 1.5000000000000002 47.208883950000008 22.500000000000004 150.04500000000004 3.5000000000000004 112.04500000000002 18.500000000000004 123.15000000000002 13.500000000000002 7.5000000000000009 118.33500000000002 14.500000000000002 43.592450450000008 7.5000000000000009 2.5000000000000004 123.15000000000002 3.5000000000000004 14.500000000000002 9.5000000000000018 4.5000000000000009 10.500000000000002 8.5000000000000018 6.5000000000000009 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 11 -7 8 9 10 -8 -2 14 15 16 -14 17 18 -13 20 -18 -22 -21 27 25 -9 -27 28 -24 -25
right_child=1 -3 -4 -5 -6 6 7 24 -10 -11 -12 12 13 -15 -16 -17 19 -19 -20 22 21 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-29.670365077371056 1146.8555745520007 6.2697600341115098 -21558.830276208828 -60485.143320312505 31531.977282846103 120766.28277529763 -45019.210913085939 -33620.506924715912 24901.290779622399 -32141.284070121954 -190829.65328525641 -45649.322585227274 -125448.49496875 46477.252405427629 -68881.925000000003 -16096.400696331522 -6635.451017441861 163256.72803109977 95108.675550881424 -63282.329183467751 186974.43822544644 25127.686413043481 -20076.241601562502 127783.44434523811 -31591.435887632979 47598.441466346158 155730.6825 -53664.480288461542 95481.496316964287 21450.967915482957
leaf_weight=1860914 32793 2423382 185 25 93 21 32 44 24 41 39 22 25 38 20 46 43 26 39 31 28 23 40 21 47 26 20 26 28 22
leaf_count=1860914 32793 2423382 185 25 93 21 32 44 24 41 39 22 25 38 20 46 43 26 39 31 28 23 40 21 47 26 20 26 28 22
internal_value=0 22.4698 1181.65 1306.55 1352.44 1268.82 -19316.2 -30091.8 -70611.3 -91078.2 -125112 1450.72 22297.4 -19362.5 34603.4 -54600.7 40533.8 79880.8 44343.5 27468.2 58807.4 113985 9933.2 26500.2 10131.9 31920.8 94612.5 5054.85 27506.4 73380.8
internal_weight=0 2.45725e+06 33868 33683 33658 33565 294 273 136 112 71 33271 478 109 369 71 349 87 61 262 94 51 168 137 137 90 46 94 68 43
internal_count=4318164 2457250 33868 33683 33658 33565 294 273 136 112 71 33271 478 109 369 71 349 87 61 262 94 51 168 137 137 90 46 94 68 43
is_linear=0
shrinkage=0.1


Tree=4563
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 1 2 3 5 5 5 1 1 5 5 1 5 5 3 3 5 2 1 2 4 5 5 5 5 4
split_gain=2.72143e+11 3.72916e+12 1.15989e+13 1.18771e+13 1.14473e+13 1.019e+13 7.34852e+12 1.35434e+13 7.75549e+12 2.10879e+13 1.75446e+13 2.05183e+13 2.04125e+13 8.25025e+12 7.96136e+12 8.96886e+12 6.95424e+12 9.16823e+12 4.55405e+12 6.19414e+12 7.72899e+12 9.23315e+12 2.1833e+13 2.11692e+13 1.99082e+13 2.57612e+13 7.89777e+12 2.45169e+13 1.03702e+13 9.71139e+12
threshold=43.642715500000008 17.500000000000004 26.500000000000004 24.500000000000004 39.726951800000002 39.739656000000004 20.500000000000004 22.500000000000004 81.910000000000011 72.705000000000013 101.05000000000001 39.726951800000002 39.726951800000002 65.045000000000016 55.005000000000003 39.753614400000011 51.815000000000005 37.995000000000012 27.500000000000004 24.500000000000004 36.305000000000007 9.5000000000000018 39.718803500000007 4.5000000000000009 2.5000000000000004 40.205000000000005 63.455000000000005 74.610000000000014 41.995000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 6 -5 -6 8 -8 9 13 11 -10 -12 14 16 -16 17 -3 19 -1 -21 23 -23 -22 25 -25 28 -28 29 -24
right_child=-2 2 -4 4 5 -7 7 -9 10 -11 12 -13 -14 -15 15 -17 -18 -19 -20 20 21 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-77.759826159457674 3.8238857729949118 -39626.751195312507 -81180.858593750003 71944.325634765628 -16633.910125411185 47952.090787760419 56854.181925675686 -29920.976735491073 -9255.7134510869564 88722.749726562513 -67829.762850215528 -132294.9404592803 44904.042116970493 -79991.155625000014 65719.915755208334 -23766.990476190476 -64470.794791666667 24168.239348323172 34047.136338141026 20115.635510253909 26685.232692307694 89967.219655539782 -32911.724078669315 -19193.751160714288 12253.291958512931 -132513.87319543719 79138.395476310485 -32819.161571344339 -77272.044464285718 44588.582670454547
leaf_weight=96871 4220249 50 21 32 76 36 37 35 23 20 29 33 36 20 24 21 33 41 39 64 39 22 61 35 29 47 31 53 35 22
leaf_count=96871 4220249 50 21 32 76 36 37 35 23 20 29 33 36 20 24 21 33 41 39 64 39 22 61 35 29 47 31 53 35 22
internal_value=0 -164.814 -8251.17 -5446.19 19196.6 4125.88 -14273.5 14671.8 -20588.8 -8924.27 -40736.6 -81761 -5392.58 -19257.3 -12069.9 23959.4 -25145 -10884 -117.715 -131.408 -11996.6 -17491.7 -4634.08 -36692.4 -58960.3 -84145.5 -14937.2 8498.51 -31620.2 -12369.5
internal_weight=0 97915 567 546 144 112 402 72 330 209 121 56 65 189 169 45 124 91 97348 97309 438 374 224 150 111 82 202 84 118 83
internal_count=4318164 97915 567 546 144 112 402 72 330 209 121 56 65 189 169 45 124 91 97348 97309 438 374 224 150 111 82 202 84 118 83
is_linear=0
shrinkage=0.1


Tree=4564
num_leaves=31
num_cat=0
split_feature=0 5 5 0 3 3 5 1 0 2 1 1 4 3 5 4 3 0 3 0 3 5 3 5 0 2 1 3 3 0
split_gain=2.63475e+11 3.5284e+12 1.82504e+13 1.84761e+13 3.47659e+13 3.37237e+13 2.73067e+13 2.35154e+13 3.07371e+13 4.7029e+13 2.80742e+13 2.4457e+13 2.67169e+13 2.267e+13 1.96206e+13 1.49692e+13 2.46227e+13 1.46909e+13 1.77773e+13 2.23745e+13 2.12491e+13 1.68428e+13 1.26256e+13 1.45196e+13 1.17195e+13 1.50467e+13 1.14816e+13 1.7111e+13 1.80281e+13 1.13033e+13
threshold=59.963407450000012 62.995000000000012 60.310000000000009 60.029906750000002 20.500000000000004 18.500000000000004 62.015000000000008 30.332994000000003 59.982527000000012 5.5000000000000009 30.305955500000003 30.305955500000003 1.5000000000000002 9.5000000000000018 61.020000000000003 2.5000000000000004 13.500000000000002 60.003414000000006 11.500000000000002 59.990816400000007 12.500000000000002 60.905000000000008 8.5000000000000018 61.845000000000006 60.003414000000006 18.500000000000004 30.388336800000001 16.500000000000004 14.500000000000002 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 14 8 9 -4 -11 12 -10 -14 -7 22 -17 18 19 -13 -20 -22 23 -9 -6 -26 -24 28 -28 -29
right_child=1 -3 3 -5 24 6 -8 15 11 10 -12 17 13 -15 -16 16 -18 -19 20 -21 21 -23 26 -25 25 -27 27 29 -30 -31
leaf_value=5.6908264496201699 -97.229503812532855 -820.54346930595682 19708.716049592393 1243.7207380975331 -24304.086467509369 84094.477206615702 152862.82832031252 2553.5940696022731 114541.01832386365 188137.53277027028 57961.919921875 -90692.323789062502 -37199.028941491175 13002.678165315716 -14011.287413194445 13663.38333155528 116156.47279897839 123586.48134321734 153208.77079845613 31698.64290916314 101650.31579589844 13024.376262019232 -10096.875856555758 -111080.35374065896 25994.48106263105 -32196.321937144887 33385.335732581967 14750.921104029605 -43816.455638020838 89605.746584302338
leaf_weight=4100519 158298 52588 92 4291 294 47 30 22 22 37 30 20 115 413 36 238 26 22 21 59 32 65 420 23 136 66 61 38 60 43
leaf_count=4100519 158298 52588 92 4291 294 47 30 22 22 37 30 20 115 413 36 238 26 22 21 59 32 65 420 23 136 66 61 38 60 43
internal_value=0 -107.217 120.052 5208.85 12102.8 18055.2 71096.6 14831.1 26096.3 66120.4 129850 17820.8 6567.49 2068.59 41542.6 3602.25 23757.4 46082.4 37427.2 713.588 62006.6 42261.8 -4375.2 -55526 -11562.7 6981.64 -674.578 18916.3 -4896.54 54488.7
internal_weight=0 217645 165057 6759 2468 1972 113 1859 928 159 67 769 550 528 83 931 264 219 197 79 118 97 667 45 496 202 622 202 121 81
internal_count=4318164 217645 165057 6759 2468 1972 113 1859 928 159 67 769 550 528 83 931 264 219 197 79 118 97 667 45 496 202 622 202 121 81
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=31
num_cat=0
split_feature=5 4 1 1 4 1 0 5 2 3 5 5 1 3 3 1 2 0 0 0 5 5 0 6 5 1 1 0 3 0
split_gain=2.67076e+11 3.19782e+12 7.10741e+12 1.87536e+13 1.22858e+13 1.47292e+13 6.82366e+13 2.50667e+13 3.04199e+13 3.08902e+13 2.03699e+13 2.71003e+13 3.15091e+13 2.70909e+13 5.14604e+13 3.26982e+13 3.09015e+13 3.91497e+13 2.69329e+13 2.67743e+13 2.03688e+13 2.15279e+13 2.01511e+13 2.13584e+13 4.17524e+13 2.11557e+13 4.61766e+13 5.68897e+13 2.70646e+13 2.38867e+13
threshold=81.910000000000011 2.5000000000000004 38.233559750000005 38.151577750000008 1.5000000000000002 30.410108300000001 59.950068600000009 82.00500000000001 3.5000000000000004 7.5000000000000009 83.010000000000005 84.030000000000015 30.332994000000003 20.500000000000004 17.500000000000004 30.332994000000003 4.5000000000000009 54.725565150000001 59.932719750000011 59.982527000000012 109.05000000000001 99.555000000000021 59.846652800000008 1.5000000000000002 98.020000000000024 30.278357500000002 30.315880100000005 59.939091550000008 5.5000000000000009 59.963407450000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -6 -10 -9 12 -12 14 16 19 -13 20 -14 -15 21 -18 -19 24 -24 -25 27 -27 -28 -29
right_child=1 -3 -4 -5 5 6 -8 10 9 -11 11 13 18 15 -16 -17 17 22 -20 -21 -22 -23 23 25 -26 26 28 29 -30 -31
leaf_value=-7.7504815284822897 5783.9331212491743 179.80942035982616 121.8748195399221 -53627.601860894101 -91757.305517578134 -5384.6180537559267 -72483.677764423075 20925.706032345854 85534.667745535728 -33563.100231186225 -41165.169875488282 9227.5357792585692 -16662.796833552871 91463.343913130331 -52996.101518207826 -6989.1127776193143 30765.20682373047 -58008.804143415182 109362.5385219029 25118.47275440197 -24401.093540981361 132330.26772460938 15565.923589124179 -3741.0413548677884 -71167.454940795898 -183953.00280704943 -117297.89353966346 56605.196406250005 -10927.67096114653 -79698.010416666672
leaf_weight=3935898 1584 341443 28284 72 64 5325 156 483 28 98 295 2116 43 88 183 202 160 105 28 197 57 24 418 325 64 43 26 20 299 36
leaf_count=3935898 1584 341443 28284 72 64 5325 156 483 28 98 295 2116 43 88 183 202 160 105 28 197 57 24 418 325 64 43 26 20 299 36
internal_value=0 79.8007 -756.671 -2738.39 -2444.49 -3642.12 -7294.39 63.5512 -35614.1 -7096.93 1364.16 -633.777 -26770.7 1558.78 -1234.36 23789.1 1330.6 -9265.41 33037.3 45603.9 27831.9 44012.8 -15957.4 -12370.5 4049.46 -22937.2 -37651.2 -97444.5 -19437.3 -31018.3
internal_weight=0 382266 40823 12539 12467 10883 5481 5402 190 126 5212 4729 366 4363 3876 487 3693 1577 71 285 241 184 1336 1231 482 749 424 99 325 56
internal_count=4318164 382266 40823 12539 12467 10883 5481 5402 190 126 5212 4729 366 4363 3876 487 3693 1577 71 285 241 184 1336 1231 482 749 424 99 325 56
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=31
num_cat=0
split_feature=1 1 3 5 0 5 3 3 3 0 1 3 3 0 1 3 0 0 5 2 5 3 3 3 0 0 0 0 6 2
split_gain=2.68491e+11 3.90677e+12 2.83625e+13 3.37319e+13 4.31474e+13 3.42034e+13 4.15289e+13 3.78991e+13 3.6804e+13 3.01083e+13 3.36964e+13 3.60489e+13 2.40855e+13 6.9284e+13 3.91498e+13 3.72844e+13 6.70817e+13 9.92029e+13 6.01607e+13 5.34556e+13 5.09527e+13 3.36204e+13 3.03752e+13 2.75246e+13 6.29595e+13 5.13023e+13 2.73087e+13 2.6475e+13 5.69402e+13 3.60897e+13
threshold=30.425002000000003 30.451272450000005 24.500000000000004 54.710000000000008 60.003414000000006 55.405000000000008 17.500000000000004 18.500000000000004 23.500000000000004 60.042666650000008 30.434657650000002 19.500000000000004 16.500000000000004 59.963407450000012 30.434657650000002 12.500000000000002 59.939091550000008 59.963407450000012 79.010000000000005 5.5000000000000009 88.015000000000015 12.500000000000002 13.500000000000002 7.5000000000000009 59.846652800000008 59.950068600000009 59.916647550000008 59.820733200000006 1.5000000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 12 10 11 -6 14 -14 15 19 18 -18 -17 27 -21 23 -23 24 -16 26 -25 28 -7 -30
right_child=1 -3 -4 4 9 8 7 -9 -10 -11 -12 -13 13 -15 21 16 17 -19 -20 20 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-86.040780684861659 4443.8675431142728 -1.9735538945636506 -6403.8033348425579 4707.6041041056314 -11006.656429437346 -58392.05886600379 -127010.60200544086 -32687.497084576898 -30765.469355591591 -5755.1872544525368 -44339.825240833197 129706.73527343752 5148.3764119666394 52867.688245929072 123885.22869762074 -40526.113765545284 48940.523113662901 -42154.199743204968 -169728.8687686318 23658.716166247352 159006.00880681819 44084.360232536186 2104.2807645021126 -34538.093733085683 -2853.5458380483983 44306.077977807974 -119665.24254687502 -22430.786416569936 -453.90733824772627 99320.081769185141
leaf_weight=334577 20485 3949501 4416 228 203 66 56 178 318 1128 561 20 3048 338 44 98 174 382 57 177 33 393 307 153 359 69 50 599 67 79
leaf_count=334577 20485 3949501 4416 228 203 66 56 178 318 1128 561 20 3048 338 44 98 174 382 57 177 33 393 307 153 359 69 50 599 67 79
internal_value=0 7.22647 1073.22 2186.08 -2849.39 664.8 -25665.9 -55260.5 2450.85 -16216.9 -31269 1613.38 4077.64 9911.85 -2280.46 -12282.1 -29864.1 -13646.1 -88039.4 -38.4439 44927.6 10318 25673.1 -5605.84 10983.9 -30185.6 -55505.4 -11681.9 18688.7 53533.4
internal_weight=0 3.98359e+06 34086 29670 9185 7273 462 234 6811 1912 784 223 6493 3386 3107 1732 711 556 155 1021 210 1375 700 675 403 272 203 811 212 146
internal_count=4318164 3983587 34086 29670 9185 7273 462 234 6811 1912 784 223 6493 3386 3107 1732 711 556 155 1021 210 1375 700 675 403 272 203 811 212 146
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=31
num_cat=0
split_feature=2 5 2 1 3 2 5 5 0 4 4 5 5 5 1 1 0 5 0 1 1 0 5 1 5 1 3 0 1 5
split_gain=2.80359e+11 2.03326e+12 1.94859e+12 1.88056e+12 4.64081e+12 8.61384e+12 3.45813e+12 7.22564e+12 1.543e+13 3.6514e+12 4.30802e+12 1.29343e+13 5.73907e+12 4.8403e+12 6.42651e+12 1.0326e+13 3.44771e+12 3.32712e+12 5.8616e+12 3.03541e+12 2.39014e+12 2.38405e+12 4.79861e+12 2.07487e+12 1.01171e+13 9.41332e+12 1.33871e+13 2.32321e+13 4.39111e+13 3.42773e+13
threshold=23.500000000000004 19.650000000000002 25.500000000000004 82.957885500000017 26.500000000000004 25.500000000000004 116.06000000000002 87.395000000000024 55.034903650000011 2.5000000000000004 1.0000000180025095e-35 69.015000000000015 64.405000000000015 50.805000000000007 83.053286850000021 82.966612450000014 55.046835900000012 36.515000000000008 55.212972300000011 92.815157350000007 82.95335685000002 55.014170500000006 37.005000000000003 37.542000650000013 118.33500000000002 37.712318250000003 24.500000000000004 55.751981950000008 37.615058950000012 61.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 20 5 6 7 9 -9 10 -5 12 13 16 15 -15 21 -18 -19 -20 23 -12 -23 24 -3 26 27 -25 -29 -30
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 18 19 -21 -22 22 -24 25 -26 -27 -28 28 29 -31
leaf_value=-2.1497269442425155 34830.598035037881 1446.8493052830756 3264.2205810546875 -11260.228561132813 -12436.892613832642 61263.50732421875 -22714.963427734376 98565.458390625005 11676.503280149189 -13012.615914343261 2640.0985648862779 69049.397840073536 -32014.324547697372 -5602.7766867897735 4017.4874899471506 80484.509950657899 -23844.550251116074 58075.146770833329 -22399.721671874999 17085.679685835403 -16353.299367453837 20612.683451704546 -33985.449762046337 1764.2134267419333 -34239.393375244144 572.55756824561456 -3584.7756314725166 20007.023163132442 -171926.43994641429 -32281.4169921875
leaf_weight=4287645 33 11409 48 125 147 28 43 25 112 125 124 34 38 22 68 38 21 30 25 88 88 22 60 123 80 14409 3041 42 39 32
leaf_count=4287645 33 11409 48 125 147 28 43 25 112 125 124 34 38 22 68 38 21 30 25 88 88 22 60 123 80 14409 3041 42 39 32
internal_value=0 302.017 16124.6 259.911 4182.53 6559.05 5027.32 6273.84 27532.2 2722.15 5552.14 9239.06 5445.12 8303.47 25065.2 48919.2 2504.84 13323.6 18781.8 8349.97 102.406 -6108.13 -19337.2 152.041 1198.36 -527.658 -5365.32 -28308.7 -61042.8 -108988
internal_weight=0 30519 81 30438 1175 1028 1000 957 137 820 695 570 536 498 128 60 370 164 143 113 29263 206 82 29175 11489 17686 3277 236 113 71
internal_count=4318164 30519 81 30438 1175 1028 1000 957 137 820 695 570 536 498 128 60 370 164 143 113 29263 206 82 29175 11489 17686 3277 236 113 71
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=31
num_cat=0
split_feature=5 5 3 6 3 2 3 0 0 2 0 1 3 0 0 1 1 1 1 0 0 2 0 2 0 1 1 1 0 0
split_gain=2.62196e+11 4.00952e+12 3.4439e+13 2.48422e+13 2.47302e+13 1.55288e+13 1.55363e+13 2.64305e+13 3.22253e+13 1.54769e+13 1.45857e+13 2.04985e+13 1.33895e+13 1.14587e+13 2.08818e+13 1.42931e+13 2.71819e+13 1.74281e+13 1.22884e+13 2.39306e+13 4.43603e+13 3.75289e+13 4.43048e+13 2.06719e+13 1.55972e+13 1.12231e+13 7.72894e+13 5.38122e+13 3.92614e+13 4.83315e+13
threshold=54.035000000000004 53.995000000000012 17.500000000000004 1.5000000000000002 8.5000000000000018 1.5000000000000002 7.5000000000000009 55.701368300000006 55.924336300000007 7.5000000000000009 55.777112100000004 37.582182450000005 29.500000000000004 59.963407450000012 59.916647550000008 30.305955500000003 30.332994000000003 30.451272450000005 39.488326500000007 55.834684950000003 55.576287050000012 10.500000000000002 55.777112100000004 2.5000000000000004 56.320495600000008 37.642309100000013 37.559851850000008 37.692869000000009 55.820531900000013 55.695992150000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 -5 -7 -8 10 -4 11 -9 25 14 15 -3 -17 -18 19 20 -19 22 -22 -21 -25 26 28 -27 29 -11
right_child=-2 2 9 4 -6 6 7 8 -10 12 -12 -13 -14 -15 -16 16 17 18 -20 23 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-3.3181961720167581 30.488309316811936 -27165.809263635852 15927.759518689945 -4911.475061510183 -4592.0682367211411 1891.6157869046358 -5707.8750307897099 -14907.71478226273 -5896.4447965107274 -1501.558580343434 115795.08865927419 118663.474609375 -38099.074480879935 -15633.559202787801 53500.12338565159 107635.10776909723 -66556.465637207031 14582.582816271461 3723.5707872618641 50163.176129150394 -16892.490450917121 161511.06085937502 153091.09712975545 -66798.916264447776 18849.49492919922 -130635.47981035787 117648.57419507577 2146.6457507762834 17743.133173031401 -102083.31212787051
leaf_weight=2565922 1706195 122 1435 3739 23476 10546 157 27 63 173 62 20 76 223 97 27 32 547 2151 32 46 40 23 73 30 31 66 1976 691 66
leaf_count=2565922 1706195 122 1435 3739 23476 10546 157 27 63 173 62 20 76 223 97 27 32 547 2151 32 46 40 23 73 30 31 66 1976 691 66
internal_value=0 -19.9156 -944.791 -1846.38 -2581.67 647.832 2559.21 23958.8 51038.3 7350.67 83945.5 41931.1 3353.23 6288.2 7806.39 6387.15 7751.18 6844.36 7642.74 18300.3 26190.8 84444.8 39768.7 -20041.6 -41852.8 4402.3 13080.4 95.7011 5659.39 -29277.3
internal_weight=0 2.61197e+06 46047 41533 38090 14614 10875 329 172 4514 109 47 3079 3443 3220 3123 3001 2974 2942 791 656 109 69 135 103 3003 996 2007 930 239
internal_count=4318164 2611969 46047 41533 38090 14614 10875 329 172 4514 109 47 3079 3443 3220 3123 3001 2974 2942 791 656 109 69 135 103 3003 996 2007 930 239
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=31
num_cat=0
split_feature=5 0 0 2 3 1 6 3 1 3 5 0 2 5 4 5 3 1 0 1 5 0 5 3 2 5 0 2 2 3
split_gain=2.73072e+11 1.88132e+12 9.21002e+12 2.31693e+13 3.62277e+13 3.19506e+13 2.6463e+13 2.07577e+13 2.26502e+13 2.36162e+13 3.95592e+13 4.18355e+13 1.8488e+13 1.78344e+13 4.56354e+13 3.59969e+13 2.81123e+13 2.38616e+13 3.25692e+13 5.89283e+13 3.06525e+13 2.43658e+13 2.371e+13 2.24481e+13 1.92308e+13 1.77719e+13 2.66239e+13 1.70865e+13 1.69744e+13 1.68533e+13
threshold=96.015000000000015 55.834684950000003 55.812836050000008 12.500000000000002 22.500000000000004 37.971176850000006 1.5000000000000002 14.500000000000002 49.148175700000003 18.500000000000004 125.85000000000001 55.820531900000013 3.5000000000000004 120.05000000000001 3.5000000000000004 116.06000000000002 6.5000000000000009 37.944765900000007 55.820531900000013 49.111504200000006 100.05000000000001 55.826364100000013 128.92000000000004 6.5000000000000009 9.5000000000000018 101.05000000000001 55.820531900000013 5.5000000000000009 3.5000000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 25 -4 13 9 -9 11 12 -11 15 22 16 -8 21 19 -19 -21 27 -15 -17 -20 -6 -27 -18 -24 -5
right_child=1 -3 3 29 5 -7 7 8 -10 10 -12 -13 -14 14 -16 23 17 18 24 20 -22 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=4.7633935299316859 -22.297268592353777 -609.71795505170246 -21528.759254940262 47487.548352581529 92841.55806118279 178273.8802685547 46372.567509577828 62252.107935961794 -72137.671347656258 -79005.224422554355 -106944.11363932292 113569.23358506945 18674.62627985264 40205.629006177332 63010.580424772357 -116413.71899771341 -142352.93427419357 183552.27081250001 -8471.9553254500697 93298.75035021553 -32616.956761853449 29005.767068614132 3650.6803665161133 -19391.074520285089 -109480.37622767857 63601.002761627911 -56863.087377929689 -28595.887432065218 -91189.129534646752 -15530.700937580194
leaf_weight=4168594 94007 53254 255 46 43 20 130 193 20 23 24 45 123 43 151 41 31 25 184 29 58 23 32 57 21 43 32 23 46 548
leaf_count=4168594 94007 53254 255 46 43 20 130 193 20 23 24 45 123 43 151 41 31 25 184 29 58 23 32 57 21 43 32 23 46 548
internal_value=0 -132.758 130.957 6370.45 12265.8 61397.7 7966.31 13655.6 31765.7 36859 14064.3 29269.5 3286.7 4985.44 26344 -4354.62 6049.01 -7255.72 4873.06 48238.3 9354.95 -57188.5 -19413.5 -59982.2 -18819.2 41588.2 12203 -93900.9 -52280.5 -10650.5
internal_weight=0 149570 96316 2309 1715 138 1577 1322 428 408 215 191 146 894 272 622 524 394 317 112 87 77 121 98 205 118 75 54 78 594
internal_count=4318164 149570 96316 2309 1715 138 1577 1322 428 408 215 191 146 894 272 622 524 394 317 112 87 77 121 98 205 118 75 54 78 594
is_linear=0
shrinkage=0.1


Tree=4570
num_leaves=31
num_cat=0
split_feature=3 0 0 5 2 5 3 5 5 1 5 2 5 5 1 3 5 3 5 3 6 1 6 2 6 1 1 5 3 1
split_gain=2.72505e+11 2.54171e+12 6.87364e+12 1.46565e+13 1.12453e+13 2.43799e+13 2.97333e+13 2.80249e+13 2.41165e+13 2.81639e+13 2.3766e+13 2.16686e+13 2.79703e+13 4.25293e+13 5.11716e+13 3.94144e+13 5.36133e+13 3.2028e+13 3.18918e+13 2.16797e+13 2.13332e+13 2.80609e+13 1.93161e+13 1.92943e+13 1.92933e+13 1.83294e+13 3.56698e+13 1.79203e+13 1.68212e+13 1.64883e+13
threshold=10.500000000000002 43.592450450000008 44.226894250000008 13.050000000000002 3.5000000000000004 46.010000000000012 19.500000000000004 81.910000000000011 44.410000000000004 39.726951800000002 88.015000000000015 7.5000000000000009 59.245000000000012 79.730000000000018 39.739656000000004 15.500000000000002 63.855000000000011 12.500000000000002 57.995000000000012 19.500000000000004 1.5000000000000002 39.704585000000002 1.5000000000000002 5.5000000000000009 1.5000000000000002 39.739656000000004 39.718803500000007 118.33500000000002 17.500000000000004 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 7 20 22 -10 -9 12 18 14 15 17 -17 23 19 24 21 -7 -5 -14 -6 26 28 -12 -15 -21
right_child=1 2 -4 4 11 6 -8 10 9 -11 27 -13 13 25 -16 16 -18 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=19.55818743937326 1250.0979163641684 -84426.224094460238 -29.585597680782776 -33724.756033772275 -29130.235539254427 129210.26821044921 126292.360546875 -100970.19713541667 -137708.62916666668 4489.1636606069715 19977.6349847561 -22.214314483118923 -113151.64861550635 18661.904869424146 -6194.1998505123083 73824.411077724362 -60222.310413847204 -186338.17759857178 98568.583688151048 -10492.293773754223 14166.098767839012 23655.319424977024 6651.5399239992257 -45253.097697397301 -2136.7336536326306 -24388.73885237069 104238.68464936757 -69275.564257812497 -57385.245148026319 75534.530998883929
leaf_weight=2688514 15311 22 1606029 157 346 40 24 33 30 26 82 4196 79 124 252 39 127 32 30 37 554 68 483 89 1128 145 42 31 38 56
leaf_count=2688514 15311 22 1606029 157 346 40 24 33 30 26 82 4196 79 124 252 39 127 32 30 37 554 68 483 89 1128 145 42 31 38 56
internal_value=0 -32.2661 -44.4285 -2913.04 -2696.67 5051.03 16604.1 13346 -8759.53 -71688.2 -26310.9 -4447.93 -11690.6 -25113 -40872.7 -64749.8 -28729.4 -94646.6 -3563.26 -5518.56 22092.1 62749.7 -3253.27 -77181.6 -8473.06 2793.97 22115 -4507.76 823.684 41308.8
internal_weight=0 1.62965e+06 1.61434e+06 8310 8288 1528 832 808 696 56 146 6760 2564 967 618 366 166 200 1597 1567 662 108 640 168 1474 349 204 113 162 93
internal_count=4318164 1629650 1614339 8310 8288 1528 832 808 696 56 146 6760 2564 967 618 366 166 200 1597 1567 662 108 640 168 1474 349 204 113 162 93
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 6 3 1 4 5 1 5 1 6 1 1 1 5 3 3 3 5 3 6 1 3 2 1 2 2
split_gain=2.6664e+11 2.03037e+13 5.00653e+13 9.31281e+13 5.97889e+13 5.70971e+13 7.3794e+13 5.4959e+13 4.34234e+13 5.47724e+13 5.94165e+13 3.9202e+13 3.91598e+13 1.62067e+14 1.06443e+14 1.42233e+14 1.0132e+14 1.06926e+14 9.00048e+13 8.11243e+13 1.03253e+14 6.95333e+13 5.9012e+13 5.47818e+13 6.0483e+13 1.36229e+14 6.97154e+13 6.90086e+13 5.79886e+13 4.82928e+13
threshold=55.842510000000011 55.851332700000007 37.457850350000008 37.597123000000003 14.500000000000002 1.5000000000000002 11.500000000000002 37.362912300000012 2.5000000000000004 72.705000000000013 37.487839250000007 73.405000000000015 37.66934650000001 1.5000000000000002 37.620907050000007 37.642309100000013 37.642309100000013 69.610000000000014 11.500000000000002 14.500000000000002 21.500000000000004 52.710000000000008 19.500000000000004 1.5000000000000002 37.692869000000009 22.500000000000004 11.500000000000002 48.712293450000011 21.500000000000004 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 8 -6 -7 10 -10 -8 13 14 18 -16 17 21 -5 -20 -21 -15 -14 24 25 26 -24 -26 -28 -18
right_child=1 -3 3 12 7 6 11 -9 9 -11 -12 -13 22 16 15 -17 29 -19 19 20 -22 -23 23 -25 27 -27 28 -29 -30 -31
leaf_value=-17.120550268138516 11455.337817163472 -5.3962051341675954 -264.78074258094978 -60332.430518365676 12601.645783547794 7350.0775220538771 -45798.096987665594 105188.28698361624 36446.305520833339 34278.02029803241 -124984.33371710527 -124069.9866183811 6837.4127302667039 87920.494487908189 216377.59800857841 23854.18714906754 -12527.777392578126 -96867.127050781259 37132.829627529412 -65602.150311905891 5978.5903525296053 197426.79057049419 3359.9497645454667 -78291.939712989944 -72876.675734658289 46078.578074586549 -52738.338195060962 21502.447666015625 60983.619796316969 80708.42711314006
leaf_weight=2928186 2087 1373809 1210 248 119 511 575 139 30 54 95 72 6379 178 51 155 168 24 516 263 862 86 735 118 262 462 528 110 49 83
leaf_count=2928186 2087 1373809 1210 248 119 511 575 139 30 54 95 72 6379 178 51 155 168 24 516 263 862 86 735 118 262 462 528 110 49 83
internal_value=0 36.0669 3559 1267.18 17069.5 -16003.4 -30246.9 62483.6 -7497.42 -49883.3 -86241 -54508.4 5167.87 15842.4 3260.59 71517.8 64745.6 105221 -4183.02 4302.69 -10755.4 123593 1914.75 -11955.2 -8307.64 -619.943 -17064.1 -44968.9 -43080.8 18303.3
internal_weight=0 1.38998e+06 16169 13824 2345 2547 1337 258 690 179 125 647 11277 2634 2095 206 539 288 1889 1641 1125 264 8643 2264 2146 1774 1312 372 577 251
internal_count=4318164 1389978 16169 13824 2345 2547 1337 258 690 179 125 647 11277 2634 2095 206 539 288 1889 1641 1125 264 8643 2264 2146 1774 1312 372 577 251
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=31
num_cat=0
split_feature=3 1 1 5 2 0 5 0 5 1 5 0 0 1 5 5 1 0 1 5 5 0 3 1 1 1 5 1 0 0
split_gain=2.64819e+11 1.78561e+12 5.07352e+12 7.71592e+12 2.97169e+12 2.6612e+12 2.5589e+12 2.7533e+12 2.19191e+12 9.55087e+12 8.10935e+12 5.07517e+12 6.80319e+12 1.19504e+13 1.60018e+13 1.24169e+13 1.78642e+13 1.06077e+13 6.65444e+12 4.68519e+12 1.65685e+13 8.05819e+12 6.4255e+12 6.8243e+12 1.12908e+13 1.17261e+13 1.08099e+13 1.30291e+13 7.68296e+12 5.75889e+12
threshold=2.5000000000000004 37.436176200000013 37.417247200000006 73.405000000000015 1.5000000000000002 44.580511600000001 13.050000000000002 55.91302515000001 88.015000000000015 37.559851850000008 86.02500000000002 45.03656895000001 45.091904500000005 38.959914000000005 99.555000000000021 110.05000000000001 38.975980350000007 45.047272400000004 37.737121850000008 120.05000000000001 128.92000000000004 45.022371150000005 1.5000000000000002 39.969502550000009 39.718803500000007 39.143775600000005 118.33500000000002 42.09605220000001 45.029420750000007 45.013473000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 -7 10 -10 -3 19 13 17 -15 -16 -17 -13 -14 22 -21 -22 29 24 25 28 27 -25 -24 -11
right_child=-2 8 3 -5 -6 6 -8 -9 9 11 -12 12 18 14 15 16 -18 -19 -20 20 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=27594.882411594925 -4.0605538834163104 -17.584384260052513 25989.493615519208 74675.160049715909 -5483.7249348958339 3145.4534160907456 957.66460837182478 52497.398808593745 -46970.794991987183 2846.237899837854 -18383.417958822291 14082.462601902174 50920.753111530175 50582.616552005602 -75747.420227581519 -18537.15146381579 65036.067049386169 106499.05323712384 2776.4271931383441 84872.267625000008 -5822.171306723737 57468.540269886369 -15845.410352138306 55662.643678977271 -68490.736185886548 50370.011296875004 -61098.391466346155 -5465.9144496372774 -77931.299502840906 61350.373281250002
leaf_weight=38 4205107 99333 60 22 60 26 9105 20 39 106 241 23 29 67 23 95 35 27 2863 25 235 22 212 44 46 25 26 168 22 20
leaf_count=38 4205107 99333 60 22 60 26 9105 20 39 106 241 23 29 67 23 95 35 27 2863 25 235 22 212 44 46 25 26 168 22 20
internal_value=0 151.031 1476.06 20233.8 10252.9 1186.19 1076.52 24602.8 31.8337 2283.02 -62.0354 2750.05 4676.49 19857.2 9827.63 -8019.33 3963.33 63987.4 3259.2 -3655.21 7155.69 -404.289 -8212.27 -12933.2 -22836.2 -14727.7 -242.334 7221.14 -21682.5 12132.6
internal_weight=0 113057 9331 142 120 9189 9151 46 103726 4152 99574 4113 3162 270 220 153 130 50 2892 951 282 257 669 543 305 259 238 212 234 126
internal_count=4318164 113057 9331 142 120 9189 9151 46 103726 4152 99574 4113 3162 270 220 153 130 50 2892 951 282 257 669 543 305 259 238 212 234 126
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=31
num_cat=0
split_feature=1 1 6 0 0 0 0 3 4 0 0 0 3 3 3 0 0 0 5 0 3 5 5 2 4 5 0 5 0 5
split_gain=2.64917e+11 5.49719e+12 3.94305e+13 5.15136e+13 1.67419e+14 1.33299e+14 1.72379e+14 9.81113e+13 4.23584e+13 3.80283e+13 3.27133e+13 6.11468e+13 4.16832e+13 5.91228e+13 6.52765e+13 4.03857e+13 3.09853e+13 9.38921e+13 2.90199e+13 2.83724e+13 1.56664e+14 6.57182e+13 3.01147e+13 3.28339e+13 2.83131e+13 2.82326e+13 2.81164e+13 3.67754e+13 3.23293e+13 2.73416e+13
threshold=37.417247200000006 37.39371280000001 1.5000000000000002 55.628356700000005 55.645049100000001 55.657530000000008 55.708120100000009 13.500000000000002 1.5000000000000002 55.68356880000001 55.885524800000006 55.812836050000008 8.5000000000000018 21.500000000000004 22.500000000000004 55.755036050000008 55.68356880000001 55.657530000000008 62.015000000000008 55.701368300000006 11.500000000000002 63.855000000000011 45.305000000000007 11.500000000000002 2.5000000000000004 38.905000000000008 55.74310830000001 67.00500000000001 55.734663800000007 76.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 24 7 -7 -5 -9 11 15 -13 -14 -15 16 17 18 -4 20 21 -18 -22 -24 -6 -16 27 28 -8 -21
right_child=-2 2 10 4 5 6 26 9 -10 -11 -12 12 13 14 25 -17 19 -19 -20 29 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.4871003376585872 10.603253511548427 20282.529604887794 -786.69232193940513 -20324.589078826433 46322.651891902045 -206029.59760742189 17203.057424054827 -22591.576748779535 -70172.019074348602 -91246.131050248587 4870.3808284759525 52163.989898767613 -44455.027047828902 17192.966358324244 909.46135066105762 12385.083356211235 -16482.478725961537 55060.79473878158 -21492.931071458901 -17651.509170585516 -68250.625195312503 206474.77546875001 -299497.17068452382 -134083.82011718751 113412.53503645834 -46210.164368022903 8781.7893726714283 132769.89427083332 104515.37657877605 27283.132119439571
leaf_weight=650275 3649378 1549 2561 323 390 32 364 970 361 88 2476 71 921 487 182 1286 39 269 920 1718 24 20 21 28 75 422 2683 36 48 147
leaf_count=650275 3649378 1549 2561 323 390 32 364 970 361 88 2476 71 921 487 182 1286 39 269 920 1718 24 20 21 28 75 422 2683 36 48 147
internal_value=0 -57.859 -1757.12 4216.79 -417.448 6328.48 730.507 -33519.7 -46633 -28302 -5322.81 -8091.39 -23140.5 -25797.8 -10047.8 -3634.22 -7218.84 -1860.5 -6259.18 -17280.8 -62084.3 59096.3 -160025 -204975 57143.6 -32011.9 12654.1 35844.6 27375.4 -14109.7
internal_weight=0 668786 18511 6919 5370 4686 4221 1090 684 1058 11592 9116 2083 2012 1091 7033 5747 3750 3481 1997 132 59 73 49 465 604 3131 448 412 1865
internal_count=4318164 668786 18511 6919 5370 4686 4221 1090 684 1058 11592 9116 2083 2012 1091 7033 5747 3750 3481 1997 132 59 73 49 465 604 3131 448 412 1865
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=31
num_cat=0
split_feature=3 4 1 0 1 0 1 2 0 5 4 0 1 0 0 5 3 5 5 6 3 0 1 5 1 0 3 5 1 5
split_gain=2.64051e+11 3.15396e+12 7.4491e+12 2.69466e+13 3.58283e+13 3.43424e+13 4.06019e+13 3.91956e+13 5.14484e+13 3.60191e+13 4.2491e+13 3.82073e+13 3.13135e+13 6.83093e+13 3.71488e+13 3.25435e+13 3.30885e+13 3.1268e+13 4.17392e+13 3.08993e+13 3.97029e+13 4.89851e+13 4.49651e+13 3.57714e+13 5.64733e+13 3.09958e+13 3.0145e+13 8.36799e+13 9.30362e+13 3.00425e+13
threshold=9.5000000000000018 1.5000000000000002 65.551978750000004 55.030402950000003 78.608766650000021 55.061033200000004 82.940215400000014 11.500000000000002 55.034903650000011 99.555000000000021 2.5000000000000004 55.039751500000008 82.958618050000013 55.055104550000003 55.034903650000011 120.05000000000001 22.500000000000004 100.05000000000001 116.06000000000002 1.5000000000000002 12.500000000000002 55.078308950000007 65.58467570000002 92.035000000000011 65.610478850000007 55.141517900000004 12.500000000000002 116.06000000000002 82.902675200000019 66.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 9 -9 10 -5 -11 13 14 -8 17 -17 -16 -19 20 21 -7 -23 25 -25 -24 27 -13 -29 -12
right_child=1 2 3 5 -6 19 12 8 -10 11 29 26 -14 -15 15 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-27.396416265889798 -91.252660000046546 -15.180609672660545 40100.415744540929 9788.7318626430406 -92.80817678726909 41631.453092097145 -119751.68629807694 54759.200381696435 -390.66179102615911 -18898.466611585867 3139.5716913961596 94826.584891677761 3514.2472679340094 -36240.361438215739 -747.52259030251776 -104578.19655172415 16449.682823057432 75054.997932848084 -12027.900459798177 -1062.8594767249101 1717.7862364296343 53493.969740073197 17366.229506114305 186857.1683969351 24294.524905598959 -5498.7806701533664 -1453.9988751684714 170383.32264364918 -10492.915251762923 30359.05693473919
leaf_weight=1938624 1205954 853742 222 4877 223088 522 26 175 5064 682 496 141 15521 644 3009 58 37 129 96 40913 17716 206 905 26 120 1719 855 31 344 2222
leaf_count=1938624 1205954 853742 222 4877 223088 522 26 175 5064 682 496 141 15521 644 3009 58 37 129 96 40913 17716 206 905 26 120 1719 855 31 344 2222
internal_value=0 22.32 139.025 550.638 -52.8507 1946.67 4481.17 8414.74 1451.53 12195.9 15372.6 443.714 1481.23 -6409.38 -683.255 246.688 -57441 1941.29 37899.6 543.026 3640.11 13375.9 8419.83 5067.75 53244 2387.21 10065.4 29152.8 4459.52 25391.9
internal_weight=0 2.37954e+06 1.17359e+06 319844 223310 96534 34407 14887 5239 9648 7595 2053 19520 3999 3355 3329 95 3234 225 62127 21214 3498 2976 2770 146 2624 1371 516 375 2718
internal_count=4318164 2379540 1173586 319844 223310 96534 34407 14887 5239 9648 7595 2053 19520 3999 3355 3329 95 3234 225 62127 21214 3498 2976 2770 146 2624 1371 516 375 2718
is_linear=0
shrinkage=0.1


Tree=4575
num_leaves=31
num_cat=0
split_feature=6 3 1 1 1 3 0 3 3 3 0 2 3 5 3 1 0 3 5 4 5 5 5 4 1 0 5 5 2 1
split_gain=3.17592e+11 1.25639e+13 1.32289e+13 3.21827e+13 2.97749e+13 3.63356e+13 3.62742e+13 2.7109e+13 2.79364e+13 2.29611e+13 3.2322e+13 2.20402e+13 3.2736e+13 2.11292e+13 2.0309e+13 1.86417e+13 1.8162e+13 1.77006e+13 1.6551e+13 4.39409e+13 1.39856e+13 2.87297e+13 3.42575e+13 3.18867e+13 3.6738e+13 2.84805e+13 4.94454e+13 6.40232e+13 3.16869e+13 2.97741e+13
threshold=1.5000000000000002 8.5000000000000018 49.073956850000009 47.981192400000005 49.111504200000006 7.5000000000000009 55.860536450000005 5.5000000000000009 6.5000000000000009 4.5000000000000009 55.793358600000012 3.5000000000000004 5.5000000000000009 39.995000000000012 7.5000000000000009 47.554129950000011 55.946414150000003 4.5000000000000009 62.995000000000012 2.5000000000000004 55.990000000000002 77.715000000000018 80.00500000000001 1.5000000000000002 30.362552800000003 59.896318000000008 63.855000000000011 65.50500000000001 1.5000000000000002 30.315880100000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 7 9 -9 18 -11 12 -1 -7 16 -13 17 -5 -4 -20 -14 25 23 -23 -25 -22 28 29 -27 -28
right_child=-2 -3 4 14 -6 13 -8 8 -10 10 -12 15 20 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-247.67248634803255 17.492164878798164 52.634236525417776 -527.47715660794324 6437.2910292907336 -2204.0063609862223 -21652.242555281435 -83865.404965572045 114681.56737689395 13115.508900623448 86267.187434895837 -33179.60955536909 1907.5637678550415 -3211.8787681069953 -72049.644420331795 634.69650795087682 -13446.895286559122 -21714.406791825731 35265.225226123432 176477.02109375002 -19085.804861111112 -10589.277729331579 153749.42753906251 -5159.0948698806942 75583.486376391884 -4236.1835257903876 23782.092434895836 148885.11658935549 -27313.285637312307 -86728.727524820963 -278.13600543478259
leaf_weight=31090 3049503 1163355 251 318 28093 171 59 33 151 24 404 27634 8039 162 801 814 88 645 20 27 3253 20 2187 87 171 30 32 487 192 23
leaf_count=31090 3049503 1163355 251 318 28093 171 59 33 151 24 404 27634 8039 162 801 814 88 645 20 27 3253 20 2187 87 171 30 32 487 192 23
internal_value=0 -42.0462 -1088.02 -390.556 -2889.17 -17672.8 -7879.72 -2953.18 31331.2 -11642.3 -26481.7 -716.161 -2078.58 -46169.9 12629.9 1468.22 21771.9 25745.7 9670.56 64132.4 -5998.61 -9454.74 -956.015 32109.2 22679.8 -14669.9 -32044.6 -15763.2 -71794.8 86507.8
internal_weight=0 1.26866e+06 105306 75911 29395 1302 969 910 184 726 428 74059 45611 333 1852 28448 1051 963 298 47 14521 6482 2465 278 258 4017 764 542 222 55
internal_count=4318164 1268661 105306 75911 29395 1302 969 910 184 726 428 74059 45611 333 1852 28448 1051 963 298 47 14521 6482 2465 278 258 4017 764 542 222 55
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 1 3 3 5 2 1 3 1 2 6 5 1 2 1 1 5 2 3 1 3 3 5 5 1 5
split_gain=3.08435e+11 1.9887e+13 2.60212e+13 7.37594e+13 6.89824e+13 8.20026e+13 5.63509e+13 2.44149e+13 4.23065e+13 3.29535e+13 2.40977e+13 3.05568e+13 4.19888e+13 3.89154e+13 5.75924e+13 4.08619e+13 2.97545e+13 2.77049e+13 2.40944e+13 2.61471e+13 2.91752e+13 2.31464e+13 2.37256e+13 2.28275e+13 2.1968e+13 2.13476e+13 2.10356e+13 4.75111e+13 2.08705e+13 1.95433e+13
threshold=55.842510000000011 55.834684950000003 15.500000000000002 37.342273500000012 37.39371280000001 37.436176200000013 25.500000000000004 24.500000000000004 49.995000000000012 15.500000000000002 37.642309100000013 23.500000000000004 37.516458750000005 15.500000000000002 1.5000000000000002 35.505000000000003 37.533784800000006 4.5000000000000009 49.148175700000003 48.712293450000011 105.35000000000001 18.500000000000004 27.500000000000004 37.214886200000009 19.500000000000004 24.500000000000004 46.405000000000008 62.995000000000012 37.944765900000007 74.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 23 6 -6 7 9 -9 -5 11 12 13 14 15 -7 21 -16 19 20 24 25 -23 -4 28 -13 -15 -28 -12 -14
right_child=-2 2 3 4 5 10 -8 8 -10 -11 18 16 29 26 17 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.89967360699807741 38.790705344606764 -6778.5355450869283 30388.745568847658 68464.58595311048 -108491.08987630208 -76715.97096875 -1433.4521111935985 14632.781752232142 195157.04477251839 -17136.501168258103 -13774.757796355218 -53117.817787532222 -45849.537717013889 45132.410580977186 234213.57268880212 58738.05642185585 65519.327787642047 102624.92065429688 46381.086341349292 -37726.909698686912 -100774.69871651786 81077.643201754385 10464.702358415392 -14342.627767787464 -7287.7835213629123 -2427.7940974471071 -129401.87520833335 37988.036538461536 34927.440275206107 48634.289296875002
leaf_weight=2912192 1389978 9713 120 269 63 25 196 21 34 54 124 97 81 63 24 204 77 48 96 213 28 57 288 2315 803 579 30 39 303 30
leaf_count=2912192 1389978 9713 120 269 63 25 196 21 34 54 124 97 81 63 24 204 77 48 96 213 28 57 288 2315 803 579 30 39 303 30
internal_value=0 -18.4135 -3534.97 1480.92 10103.5 4494.17 42078.9 64640.8 126230 54153.6 6712.33 15177.8 34558.5 48625 68477.7 43950.5 5575.71 146488 -2158.32 -5326.08 159.907 1054.98 22131.2 -12138.2 2457.61 -9701.36 3354.69 -34790.2 20784.4 -20313.4
internal_weight=0 2.92819e+06 15994 6281 3846 3272 574 378 55 323 3209 1642 544 433 301 229 1098 72 1567 1471 1258 1021 345 2435 1230 676 132 69 427 111
internal_count=4318164 2928186 15994 6281 3846 3272 574 378 55 323 3209 1642 544 433 301 229 1098 72 1567 1471 1258 1021 345 2435 1230 676 132 69 427 111
is_linear=0
shrinkage=0.1


Tree=4577
num_leaves=31
num_cat=0
split_feature=3 0 5 5 2 0 1 0 1 1 1 1 1 5 5 5 5 5 5 2 0 5 3 2 0 5 3 5 5 6
split_gain=3.30726e+11 2.69893e+12 9.60784e+12 3.93329e+13 2.37917e+13 2.23626e+13 6.78126e+13 3.81131e+13 4.18135e+13 2.13922e+13 2.17123e+13 2.04989e+13 4.94609e+13 3.86243e+13 3.66104e+13 4.36928e+13 9.14529e+13 2.60408e+13 3.10192e+13 3.11837e+13 2.31783e+13 2.06078e+13 1.93247e+13 1.87041e+13 1.84722e+13 1.69739e+13 3.75614e+13 2.92183e+13 3.1816e+13 3.42506e+13
threshold=10.500000000000002 45.047272400000004 81.910000000000011 78.710000000000022 4.5000000000000009 45.029420750000007 41.950906500000009 45.022371150000005 39.027779200000005 39.969502550000009 39.110397700000007 40.247294600000011 40.810045900000013 75.750000000000014 65.905000000000015 50.805000000000007 44.410000000000004 42.005000000000003 34.605000000000011 8.5000000000000018 45.013473000000012 37.505000000000003 22.500000000000004 15.500000000000002 45.040161900000008 42.005000000000003 12.500000000000002 67.00500000000001 68.52500000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 7 -7 -6 23 10 -2 13 -13 14 15 16 17 18 -11 21 -14 -20 -10 -9 25 -12 27 -27 -29 -30
right_child=1 -3 -4 4 5 6 -8 8 22 11 24 12 20 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=21.546447676746453 517.70266644226956 -72.825589954025403 2473.1455453166027 6481.5032109020613 -14493.984972642873 -21202.981060070873 -135235.83734172952 -18489.208279933286 33019.380937500006 -9249.4906013569089 1083.1528058810952 -149722.22023809524 1416.2856275003026 -108008.83591796875 138652.75806451612 -75866.253212376658 213437.36762152781 -52001.47245163691 -16665.597634548612 180956.88656250003 12038.273113488136 76438.467968750003 158324.34948730469 88532.378203125001 -37495.502488861086 -21511.558596056257 -2216.0454073083743 111919.29203933189 91975.875781250012 -13142.921303075955
leaf_weight=2688514 77589 1503485 19126 620 1752 517 58 89 20 95 5415 21 8832 20 31 38 27 42 36 20 2677 70 32 20 160 1969 6601 29 36 223
leaf_count=2688514 77589 1503485 19126 620 1752 517 58 89 20 95 5415 21 8832 20 31 38 27 42 36 20 2677 70 32 20 160 1969 6601 29 36 223
internal_value=0 -35.5462 408.705 39.8254 -11045.3 -15412.9 -32705.4 -10215.2 36347 371.319 -144.796 4359.39 3607.19 27242.9 34777.8 24960.4 38172.1 20179.1 33896.7 66427.5 3886.97 44818.2 110130 1147.78 -3706.26 -3327.48 -6023.76 -17160.1 12590 1468.19
internal_weight=0 1.62965e+06 126165 107039 3108 2488 575 1913 161 103931 92022 11909 11530 379 359 328 290 263 221 126 11509 106 52 109 14433 14273 8858 2257 288 259
internal_count=4318164 1629650 126165 107039 3108 2488 575 1913 161 103931 92022 11909 11530 379 359 328 290 263 221 126 11509 106 52 109 14433 14273 8858 2257 288 259
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 2 0 0 3 5 3 2 1 1 3 2 0 4 0 3 3 2 4 3 0 2 3 6
split_gain=3.76309e+11 2.08665e+12 9.36462e+12 2.18791e+13 2.38463e+13 3.25776e+13 2.0236e+13 1.51798e+13 1.36094e+13 2.92427e+13 3.20062e+13 3.48325e+13 5.72255e+13 2.35306e+13 1.49351e+13 2.69262e+13 3.34193e+13 1.94726e+13 4.0112e+13 2.65286e+13 5.43515e+13 2.48728e+13 7.18971e+13 2.15388e+13 2.09688e+13 2.99969e+13 1.84626e+13 1.833e+13 1.67526e+13 1.59313e+13
threshold=87.395000000000024 90.015000000000015 37.275078000000001 30.388336800000001 30.370618100000005 59.982527000000012 45.133160800000006 4.5000000000000009 59.853570100000006 54.940316550000006 15.500000000000002 88.015000000000015 23.500000000000004 8.5000000000000018 30.323743050000001 30.332994000000003 6.5000000000000009 1.5000000000000002 59.904813200000007 3.5000000000000004 59.939091550000008 10.500000000000002 12.500000000000002 7.5000000000000009 2.5000000000000004 7.5000000000000009 59.932719750000011 3.5000000000000004 24.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 7 -5 9 -2 13 -12 -13 -11 -10 16 -16 -17 -19 21 -21 23 -23 24 -20 26 -26 -27 -24 -18
right_child=1 -3 -4 6 5 -7 -8 -9 14 10 11 12 -14 -15 15 17 29 18 19 20 -22 22 28 -25 25 27 -28 -29 -30 -31
leaf_value=7.2075449274922931 -3102.5831626333843 9.6848300267096104 -1473.406398711229 -2648.0096267174031 -59879.809999150821 49401.29496783088 11097.510196345109 -110162.30406901042 -8650.1653040674555 39689.317895961605 -89099.115705128206 -10029.641129847936 169858.26555059524 141114.09706250002 -54899.207404891313 -64345.489719460231 34173.829663681405 104085.83371710527 -28661.319073016828 -28460.7109375 194748.12125 -192337.64811197919 -49695.702397404166 -69540.591706730775 -54968.368169642861 7406.7548276154894 42851.178106831394 111279.70960036058 2596.5440337991495 118654.45197704081
leaf_weight=4075234 820 202686 33330 29 138 34 2544 24 2053 269 39 112 21 25 23 44 41 38 52 24 20 24 86 26 35 23 43 65 213 49
leaf_count=4075234 820 202686 33330 29 138 34 2544 24 2053 269 39 112 21 25 23 44 41 38 52 24 20 24 86 26 35 23 43 65 213 49
internal_value=0 -120.909 -778.636 2570.61 -1792.48 -38277.7 9823.4 -51333.7 -278.5 8265.16 28268.5 -5995.13 18373.7 48313.9 -4121.5 7413.66 52677.1 33.0385 4397.68 -1802.23 72997.8 -7606.83 -25810.7 16491 26751.6 44109.9 -1042.21 84131.1 -12444 80168.8
internal_weight=0 242930 40244 6914 4317 172 2597 53 4145 1286 466 172 133 294 2859 806 113 693 649 611 44 567 323 244 218 166 78 88 299 90
internal_count=4318164 242930 40244 6914 4317 172 2597 53 4145 1286 466 172 133 294 2859 806 113 693 649 611 44 567 323 244 218 166 78 88 299 90
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=31
num_cat=0
split_feature=5 2 0 3 0 5 5 5 0 3 0 5 5 5 1 0 3 1 0 2 0 1 2 0 2 0 1 4 0 0
split_gain=3.45218e+11 1.95607e+12 6.49762e+12 7.3334e+12 1.72767e+13 3.51416e+13 1.79607e+13 9.83499e+12 6.93767e+12 1.03565e+13 2.06212e+13 1.69568e+13 1.28251e+13 8.11938e+12 2.19185e+13 2.59718e+13 1.08191e+13 1.48299e+13 1.80938e+13 1.05207e+13 3.4397e+13 2.71195e+13 1.82225e+13 2.79883e+13 1.91942e+13 1.13803e+13 1.10194e+13 1.01244e+13 7.76277e+12 9.15689e+12
threshold=96.015000000000015 18.500000000000004 43.514103700000014 19.500000000000004 55.664473600000008 107.05000000000001 103.45000000000002 114.05000000000001 56.802385350000009 24.500000000000004 57.147575200000006 137.05000000000004 118.33500000000002 107.05000000000001 60.601268000000012 60.017447350000005 26.500000000000004 30.278357500000002 59.834458500000004 21.500000000000004 57.131524800000008 60.611165000000007 22.500000000000004 57.945214300000011 23.500000000000004 59.863160500000006 60.601268000000012 3.5000000000000004 56.663136550000011 56.782419000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -8 28 10 11 12 -10 14 15 16 17 -11 -19 20 21 -15 23 -21 26 -22 27 -24 -5 -30
right_child=1 2 3 8 6 -7 7 -9 9 13 -12 -13 -14 19 -16 -17 -18 18 -20 22 25 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.3558008879112071 -229.52091547095526 -55436.717187500006 45725.537733422258 2322.1161369858564 -23167.427750651041 -96699.925024414071 120257.21655598958 43664.237479440795 -46378.921932119702 6973.2759374999996 -4857.7616085519739 38540.203066406248 -131919.12845982143 129244.21367187501 -16838.232634970722 -3390.1978213595357 7350.1106445312507 59285.256670673079 161638.20650201614 133814.72376562501 -104962.13986545141 -9354.6698893229168 -134933.58883928572 9310.7953515625013 4569.9527405181489 -36990.101377203529 -4847.3731942313061 -36738.279761904763 57064.70169956141 4880.7406905011439
leaf_weight=4168594 142550 20 41 5007 24 30 30 38 106 20 547 20 21 20 136 97 24 39 31 25 36 48 21 65 308 78 28 21 57 82
leaf_count=4168594 142550 20 41 5007 24 30 30 38 106 20 547 20 21 20 136 97 24 39 31 25 36 48 21 65 308 78 28 21 57 82
internal_value=0 -149.269 1480.35 1642.97 22605.5 -14454.2 51205.9 77455.3 1143.2 -4413.75 -13793.7 -47045.3 -60523.4 2115.55 14466.7 34644.2 67006.8 82915.3 104613 -4478.04 -24879.1 31409.7 3455.73 43895.2 -6172.73 -58455 -53440.5 -85835.9 2969.25 26279.9
internal_weight=0 149570 7020 7000 163 71 92 68 6837 1691 694 147 127 997 347 211 114 90 70 650 182 68 468 90 378 114 70 42 5146 139
internal_count=4318164 149570 7020 7000 163 71 92 68 6837 1691 694 147 127 997 347 211 114 90 70 650 182 68 468 90 378 114 70 42 5146 139
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 5 5 5 1 5 3 5 4 2 5 1 1 5 5 6 5 2 5 3 5 4 5 1
split_gain=3.21505e+11 8.93937e+12 5.80254e+13 9.49998e+13 9.68022e+13 6.10551e+13 4.76709e+13 4.13639e+13 1.56213e+13 1.46761e+13 1.3607e+13 1.10212e+13 1.28229e+13 1.09994e+13 1.09156e+13 1.44729e+13 1.40211e+13 1.3613e+13 4.83309e+13 6.43802e+13 1.52978e+13 1.11751e+13 1.06947e+13 2.8181e+13 2.38348e+13 1.04036e+13 9.96968e+12 9.70608e+12 2.151e+13 2.3041e+13
threshold=55.078308950000007 55.099723300000008 82.959896850000021 43.574807850000006 8.5000000000000018 7.5000000000000009 5.5000000000000009 57.005000000000003 79.010000000000005 109.05000000000001 38.633372000000001 86.810000000000016 13.500000000000002 94.040000000000006 1.5000000000000002 2.5000000000000004 31.990000000000006 82.888608650000023 82.837870700000011 93.00500000000001 58.040000000000006 1.5000000000000002 102.01000000000001 4.5000000000000009 137.05000000000004 7.5000000000000009 36.715000000000011 3.5000000000000004 64.805000000000021 83.015546400000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 14 10 26 25 -7 -2 -10 -13 -12 16 -16 -5 18 22 -20 -19 -21 -17 -24 -25 -8 -6 28 -4 -30
right_child=1 -3 27 4 7 9 8 -9 11 -11 13 12 -14 -15 15 17 -18 20 19 21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-28.151290887672925 -22483.264607230019 9.7058786564049964 11867.756329834585 -2228.5460574157555 -4611.884854131029 121439.90548164801 83986.318098958349 -34328.740857997967 106238.05242187501 22658.890029761907 6097.3933763426976 19715.781790068657 101521.01462311922 80716.974765625011 -6770.1941996333699 12105.562638405865 15651.624175133065 6180.6006225109104 214377.86882957179 -36345.532812500001 -50936.955141469596 63081.351442307692 -68007.11516979587 -35814.386490885423 89219.991796875009 24231.208558567334 -16577.389726409539 -475.04597341966519 45845.393997738487 -9687.186461483534
leaf_weight=2091719 173 2211010 2795 766 1208 53 30 1101 40 21 1609 66 27 20 1977 547 1026 128 27 20 74 26 62 30 31 1012 1644 449 380 93
leaf_count=2091719 173 2211010 2795 766 1208 53 30 1101 40 21 1609 66 27 20 1977 547 1026 128 27 20 74 26 62 30 31 1012 1644 449 380 93
internal_value=0 26.4478 2424.67 -1028.56 -6283.2 3278.79 14400 -17865 30071 93407.5 4181.71 62344.6 43465.7 7013.53 1863.96 -1904.45 8008.65 8275 14533.1 91800.1 -14743.7 19852.3 6114.46 -20528.9 27727.7 25951.6 -11509.3 13311.1 15205.2 34926.7
internal_weight=0 2.22644e+06 15435 11718 8741 4788 2977 3953 1175 74 1802 133 93 1629 4714 2922 1792 945 743 73 202 46 670 123 61 1042 2852 3717 3268 473
internal_count=4318164 2226445 15435 11718 8741 4788 2977 3953 1175 74 1802 133 93 1629 4714 2922 1792 945 743 73 202 46 670 123 61 1042 2852 3717 3268 473
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=31
num_cat=0
split_feature=5 3 1 1 0 2 5 2 3 0 5 1 0 5 2 0 5 3 5 1 1 2 2 1 2 3 2 5 5 2
split_gain=2.95136e+11 3.80172e+12 9.83179e+12 8.42075e+13 4.79343e+13 7.74998e+13 2.61918e+13 1.1058e+14 2.47273e+13 3.2552e+13 2.74636e+13 2.48787e+13 2.17586e+13 4.56106e+13 3.78168e+13 2.38335e+13 4.66722e+13 4.62645e+13 2.82349e+13 2.63809e+13 2.45918e+13 3.54839e+13 2.39636e+13 2.11762e+13 4.06608e+13 1.82396e+13 1.81321e+13 1.43698e+13 1.08089e+13 9.56787e+12
threshold=92.035000000000011 12.500000000000002 82.926290250000008 82.945329900000004 55.010031850000011 4.5000000000000009 94.040000000000006 3.5000000000000004 11.500000000000002 55.039751500000008 161.85000000000002 82.933113850000026 55.020029900000004 125.85000000000001 3.5000000000000004 55.030402950000003 128.92000000000004 9.5000000000000018 116.06000000000002 82.933113850000026 82.940215400000014 4.5000000000000009 9.5000000000000018 82.933113850000026 6.5000000000000009 10.500000000000002 5.5000000000000009 116.06000000000002 107.05000000000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 4 5 27 7 -6 10 11 12 -10 13 25 -15 23 17 18 -17 -18 21 -20 -19 -14 28 -8 -12 -4 -25 -2
right_child=1 -3 3 -5 6 -7 8 -9 9 -11 26 -13 15 14 -16 16 19 22 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=5.49308071166642 -741.35449113807522 -667.43546414604236 96180.417275390631 -9.9093801607514145 224334.75745967744 251525.89921875001 -34781.382392939813 -17963.172884114585 -46071.44617456897 140144.4136797931 142281.78608217594 80008.37982536765 123259.38553685899 1434.8337890625 128229.53700000001 -42809.703544560187 -167737.10921875003 47363.232783810032 23263.649461206896 -18447.767241379312 -31944.434375000001 167488.83250000002 153846.67018229168 21166.916875000003 -67222.555526620374 -129146.9088660038 19981.037713068185 -14801.417299107143 111588.13746995194 1499.626889636902
leaf_weight=4135587 66969 75568 20 11923 31 24 54 48 29 37 27 34 39 398 25 108 20 177 116 29 61 20 24 20 27 33 22 28 39 26627
leaf_count=4135587 66969 75568 20 11923 31 24 54 48 29 37 27 34 39 398 25 108 20 177 116 29 61 20 24 20 27 33 22 28 39 26627
internal_value=0 -124.425 259.04 2791.09 25204.7 104803 21163.1 77115.8 17861.9 65695.6 14001.2 21971.6 10980.1 -4633.8 8928.61 22690.5 13805.7 22829.9 -1717.04 -79382.2 20810.9 44473.2 60077.7 62139.1 34421.7 -70575.2 87371.2 31441 80936.9 -103.821
internal_weight=0 182577 107009 13413 1490 72 1418 79 1339 100 1239 63 1190 510 423 680 555 506 305 49 197 136 201 125 86 87 49 48 59 93596
internal_count=4318164 182577 107009 13413 1490 72 1418 79 1339 100 1239 63 1190 510 423 680 555 506 305 49 197 136 201 125 86 87 49 48 59 93596
is_linear=0
shrinkage=0.1


Tree=4582
num_leaves=31
num_cat=0
split_feature=1 0 1 5 0 3 5 2 2 2 0 5 1 1 3 3 0 6 4 5 3 5 5 0 0 1 1 5 0 0
split_gain=2.9626e+11 7.40802e+12 1.6953e+13 2.31212e+13 1.39342e+13 2.42272e+13 1.32619e+13 2.40293e+13 5.51982e+13 1.24224e+13 1.63575e+13 1.33128e+13 1.22376e+13 2.82089e+13 5.26429e+13 4.46874e+13 5.28785e+13 6.03404e+13 4.19357e+13 4.07728e+13 4.28188e+13 4.2361e+13 3.93893e+13 3.73861e+13 4.93724e+13 4.6139e+13 4.16287e+13 3.71214e+13 3.63784e+13 3.55892e+13
threshold=82.91993380000001 55.043101600000007 82.957885500000017 36.995000000000012 55.07108800000001 10.500000000000002 137.05000000000004 23.500000000000004 10.500000000000002 20.500000000000004 55.110554300000004 105.35000000000001 82.926290250000008 82.95335685000002 7.5000000000000009 10.500000000000002 55.034903650000011 1.5000000000000002 2.5000000000000004 97.050000000000011 22.500000000000004 107.05000000000001 44.410000000000004 55.034903650000011 55.013931500000005 82.945329900000004 82.940215400000014 89.00500000000001 54.934662400000008 55.02863030000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 5 -3 9 8 -8 -5 11 -11 -2 14 22 16 17 18 -16 28 21 -21 -14 24 -23 -25 -26 -24 -17 -22
right_child=1 2 -4 6 -6 -7 7 -9 -10 10 -12 -13 13 -15 15 19 -18 -19 -20 20 29 23 27 25 26 -27 -28 -29 -30 -31
leaf_value=13.652246524368444 -3237.7462839083892 2834.2808395656825 -104.76013937706995 -3898.9155063351873 -955.12015994515059 23533.018506258661 -16764.589459549752 -43529.145123922412 161491.62998046877 19248.157539573876 -62661.326751077584 -32927.920409252023 3009.1570054580275 19.007134134553912 39698.886204320355 -29501.886506622519 -4491.0696770797949 15045.681549481524 129787.53024423122 -35259.861389022997 -715.84362742854103 -14740.718414791183 -22116.54155649323 -20445.381398831883 5903.5926871883903 -126726.26110372342 65955.89715661337 15427.316719193894 5565.6107459230407 42812.517085241103
leaf_weight=3395675 10855 2533 149554 33142 4976 728 38 29 32 518 29 54 1949 691923 183 302 1380 4228 72 712 816 718 1817 312 351 47 172 308 14467 244
leaf_count=3395675 10855 2533 149554 33142 4976 728 38 29 32 518 29 54 1949 691923 183 302 1380 4228 72 712 816 718 1817 312 351 47 172 308 14467 244
internal_value=0 -50.2538 -603.669 -2376.85 2374.48 7455.16 -3533.31 33013.5 64724 -3640.54 10607.8 14322.4 94.8537 145.097 3252.32 5036.16 12625.8 17894.9 65135.7 2583.26 -7338.45 -14968.6 -7258.05 -5938.97 2282.63 -34359.6 25653.1 -16674.9 4848.54 9303.89
internal_weight=0 922489 191633 42079 8237 3261 33842 99 70 33743 601 572 730856 720001 28078 24004 5863 4483 255 18141 3372 2312 4074 1600 1241 359 523 2125 14769 1060
internal_count=4318164 922489 191633 42079 8237 3261 33842 99 70 33743 601 572 730856 720001 28078 24004 5863 4483 255 18141 3372 2312 4074 1600 1241 359 523 2125 14769 1060
is_linear=0
shrinkage=0.1


Tree=4583
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 5 5 5 1 5 5 5 3 6 5 5 4 5 5 5 2 1 1 2 4 5 5 3
split_gain=3.18825e+11 7.42118e+12 4.68241e+13 7.65552e+13 7.77447e+13 4.94543e+13 3.86136e+13 3.34645e+13 1.26626e+13 1.18723e+13 1.10181e+13 1.00647e+13 1.40923e+13 1.05495e+13 3.08368e+13 2.06835e+13 1.68162e+13 1.42139e+13 1.93244e+13 3.04327e+13 1.44539e+13 1.28319e+13 1.1707e+13 1.10858e+13 1.83181e+13 1.04042e+13 1.00496e+13 9.16884e+12 8.97036e+12 8.97548e+12
threshold=55.078308950000007 55.099723300000008 82.959896850000021 43.574807850000006 8.5000000000000018 7.5000000000000009 5.5000000000000009 57.005000000000003 79.010000000000005 109.05000000000001 38.633372000000001 161.85000000000002 110.05000000000001 51.815000000000005 5.5000000000000009 1.5000000000000002 39.505000000000003 78.710000000000022 2.5000000000000004 99.555000000000021 86.810000000000016 35.305000000000007 1.5000000000000002 78.608766650000021 82.888608650000023 5.5000000000000009 3.5000000000000004 46.810000000000009 88.015000000000015 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 11 10 -6 -8 -7 -2 12 13 16 15 -15 21 -16 20 -20 -19 22 -5 -17 -25 -14 28 -12 -10 -30
right_child=1 -3 -4 4 7 9 8 -9 26 -11 27 -13 25 14 17 23 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-28.033744797177917 -20231.672102347136 11.083208557754077 11990.833877400093 -17888.874529057717 -10270.238411552142 109289.98942732903 23354.530240061464 -30795.437434008858 108560.97069256759 20444.427157738097 1426.2948634007596 72476.575859374992 -28878.111757979434 -35309.121194411062 77053.17863769531 -13601.531073980223 -7235.594034187985 35681.379969308036 154391.77944711538 21887.769066913315 -29052.138129021143 21316.273422348291 6588.7227803126516 29764.949363609645 -9725.1920028603145 23625.990902777779 -5624.2942826704548 17833.473243949338 23380.229644152583 97013.916046875005
leaf_weight=2091719 173 2211010 3717 245 2852 53 1042 1101 37 21 1144 20 234 130 74 174 1644 70 26 52 68 456 965 328 183 45 22 485 49 25
leaf_count=2091719 173 2211010 3717 245 2852 53 1042 1101 37 21 1144 20 234 130 74 174 1644 70 26 52 68 456 965 328 183 45 22 485 49 25
internal_value=0 26.3374 2211.44 -890.62 -5607.66 2961.56 12959.4 -15987 27063.3 84077.1 3762.95 1688.22 1386.6 2763.99 11224.2 1259.31 -60.3482 39229.1 26270.8 66055.8 3783.7 7020.15 1632.52 8199.31 15622.7 -20409.7 56120.3 6311.18 68358 48256.5
internal_weight=0 2.22644e+06 15435 11718 8741 4788 2977 3953 1175 74 1802 4714 4694 4415 1105 815 3310 290 216 78 138 1666 1210 685 511 279 133 1629 111 74
internal_count=4318164 2226445 15435 11718 8741 4788 2977 3953 1175 74 1802 4714 4694 4415 1105 815 3310 290 216 78 138 1666 1210 685 511 279 133 1629 111 74
is_linear=0
shrinkage=0.1


Tree=4584
num_leaves=31
num_cat=0
split_feature=1 1 0 5 6 3 6 5 5 0 4 6 2 0 5 0 5 5 0 0 2 2 5 5 5 2 2 5 5 2
split_gain=3.10812e+11 5.77011e+12 1.66758e+13 1.80799e+13 1.63269e+13 1.14751e+13 1.65551e+13 1.67706e+13 1.28358e+13 1.20001e+13 1.03083e+13 1.85143e+13 1.40694e+13 9.59518e+12 9.30486e+12 1.84149e+13 8.56934e+12 7.60671e+12 7.17751e+12 6.50864e+12 5.96301e+12 6.3708e+12 7.79725e+12 5.08582e+12 6.57429e+12 6.02613e+12 4.99678e+12 4.72644e+12 7.15144e+12 4.55699e+12
threshold=82.963712850000022 82.964402850000013 54.943649450000002 61.020000000000003 1.5000000000000002 17.500000000000004 1.5000000000000002 56.205000000000005 54.410000000000004 55.020029900000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 55.061033200000004 75.750000000000014 55.07108800000001 66.990000000000023 48.910000000000004 54.99493995000001 55.02863030000001 5.5000000000000009 1.5000000000000002 32.910000000000004 30.025000000000002 35.710000000000008 3.5000000000000004 5.5000000000000009 46.405000000000008 50.410000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 9 7 23 -8 20 11 14 18 27 29 -16 -14 26 -13 -12 21 -4 -23 -7 -25 -26 -6 -11 -29 -5
right_child=1 -3 3 10 17 6 8 -9 -10 13 19 12 16 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=12.147927471680518 -3191.7896729161298 -19.331577479665782 -4126.3461047226128 13296.495363794193 2010.0529184977215 13783.604179765314 -4928.6533638543897 45723.584892107494 -35242.941023201784 20743.104849881904 -16826.539355468751 29392.640856481485 -13059.796086774555 6703.0311375642432 68771.031716358426 -1293.8340829467775 -48282.42987780449 -22954.686309007113 -21703.985372488838 30278.193258167612 876.36752491322568 -6719.2901664970823 17415.817303420677 -16791.360889676569 25990.176102198911 -504.62809587599918 -16604.438835174358 97946.633274147738 35490.368657670457 -8921.4643755116776
leaf_weight=3583465 3214 720088 267 99 276 251 351 83 232 172 40 54 98 312 49 160 234 756 56 110 2287 161 794 243 89 2422 302 22 110 1367
leaf_count=3583465 3214 720088 267 99 276 251 351 83 232 172 40 54 98 312 49 160 234 756 56 110 2287 161 794 243 89 2422 302 22 110 1367
internal_value=0 -59.251 -2026.64 244.528 -7051.87 2530.25 -1536.63 1381.27 -16992 6149.53 -7615.86 -9410.81 -27615.8 19022.6 -4606.88 15132.9 -37885.4 -16352 3379.81 17716.9 3889.68 9529.15 13347 156.506 -1085.47 434.455 -7715.86 31666.4 45899.7 -7421.07
internal_weight=0 734699 14611 10063 4548 7796 3671 3088 583 4125 2267 2117 442 616 1675 209 332 1334 110 150 3509 1222 955 3005 2754 2511 578 304 132 1466
internal_count=4318164 734699 14611 10063 4548 7796 3671 3088 583 4125 2267 2117 442 616 1675 209 332 1334 110 150 3509 1222 955 3005 2754 2511 578 304 132 1466
is_linear=0
shrinkage=0.1


Tree=4585
num_leaves=31
num_cat=0
split_feature=5 4 3 0 3 2 0 0 0 0 0 1 2 3 1 1 1 1 1 2 0 2 3 1 1 1 3 4 3 3
split_gain=2.85841e+11 1.46416e+12 3.8181e+12 2.88602e+12 7.87606e+12 8.31137e+12 9.83119e+12 1.00643e+13 6.7392e+12 7.51253e+12 6.32771e+12 3.24778e+13 5.44415e+12 1.06126e+13 4.84554e+12 8.50473e+12 1.21489e+13 9.49676e+12 6.38394e+12 5.46931e+12 5.31534e+12 4.88067e+12 4.80122e+12 4.68662e+12 1.56645e+13 1.03323e+13 9.81597e+12 8.53368e+12 8.30804e+12 8.17598e+12
threshold=225.45000000000002 3.5000000000000004 27.500000000000004 55.68356880000001 6.5000000000000009 4.5000000000000009 45.029420750000007 51.369916400000001 55.020029900000004 54.864040150000001 55.751981950000008 37.692869000000009 14.500000000000002 22.500000000000004 38.422276900000007 38.984911950000004 39.071052600000009 40.247294600000011 83.053286850000021 2.5000000000000004 44.678200800000006 1.5000000000000002 4.5000000000000009 48.712293450000011 49.177301950000007 44.005491150000005 9.5000000000000018 2.5000000000000004 8.5000000000000018 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 -7 -8 9 14 11 -5 13 23 -2 21 -17 20 19 -19 -18 -16 -10 25 -25 27 29 -12 -29 -26
right_child=1 2 -4 10 -6 6 7 -9 22 -11 12 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.80869623431090776 41071.871728515631 -549.89822467137901 -43392.146577380954 118079.04243861607 -9644.8173983999404 -1880.5402343750002 107358.476125 24767.115711805556 -56444.553477822585 64489.115066964288 -1420.730691198994 -26415.268270089287 -34288.397989430145 75045.465696022729 -3655.8367431640627 81326.521328125003 -72322.817221467398 5337.9606836842977 -18950.885168987774 35939.89173811092 -12260.852903487044 -69932.579902343758 -4292.7839093464181 -82208.803741455078 24.974058748234466 58714.904385230657 -36578.457631655088 4159.821732954546 76254.223719443049 43286.637560614225
leaf_weight=4313902 32 2205 21 28 520 48 25 36 31 21 278 35 34 22 20 20 23 182 69 86 41 25 41 24 177 42 54 33 31 58
leaf_count=4313902 32 2205 21 28 520 48 25 36 31 21 278 35 34 22 20 20 23 182 69 86 41 25 41 24 177 42 54 33 31 58
internal_value=0 818.543 -954.07 2756.58 -322.54 6602.58 31975.3 58616 1923 5900.35 7360.16 37804.4 4813.03 6662.05 3429.73 844.867 5261.61 1467.85 8174.27 15158 -33845.6 -40476.2 -26747 4503.61 -4578.92 11906.8 1867.85 6158.46 39080.5 10702.3
internal_weight=0 4262 2226 2036 1220 700 109 61 591 519 816 63 753 719 498 466 421 401 337 268 64 45 72 697 313 384 289 342 64 235
internal_count=4318164 4262 2226 2036 1220 700 109 61 591 519 816 63 753 719 498 466 421 401 337 268 64 45 72 697 313 384 289 342 64 235
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=31
num_cat=0
split_feature=5 0 0 5 1 1 6 0 0 3 1 3 3 5 1 5 1 5 5 0 5 1 0 5 1 0 5 1 5 1
split_gain=2.81427e+11 3.93847e+12 1.51663e+13 1.80906e+13 1.51207e+13 1.62863e+13 1.39931e+13 1.32018e+13 1.72854e+13 2.36995e+13 2.4391e+13 1.38765e+13 1.72624e+13 4.0791e+13 2.48346e+13 2.33112e+13 2.31006e+13 4.41879e+13 1.2744e+14 3.16114e+13 2.69068e+13 2.56978e+13 2.30804e+13 1.49227e+13 2.76769e+13 4.70198e+13 2.29205e+13 1.44576e+13 1.47063e+13 2.32117e+13
threshold=36.515000000000008 55.535913550000011 55.099723300000008 35.710000000000008 37.737121850000008 37.533784800000006 1.5000000000000002 55.793358600000012 55.795550600000006 24.500000000000004 37.582182450000005 22.500000000000004 21.500000000000004 35.505000000000003 37.642309100000013 33.805000000000007 37.503486000000002 33.005000000000003 29.985000000000003 55.777112100000004 24.010000000000002 37.597123000000003 55.751981950000008 35.985000000000007 37.737121850000008 55.755036050000008 36.005000000000003 37.362912300000012 36.305000000000007 37.275078000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 11 9 10 -9 12 -3 14 16 -16 19 18 20 -14 -18 -19 -15 -13 25 27 -27 28 29 -25
right_child=-2 7 3 4 -6 6 -8 8 -10 -11 -12 23 13 22 15 -17 17 21 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-42.926396400424153 13.323727685828581 984.63231050726176 -1220.0204571442443 -4510.1598750820576 -4256.2904328660161 -42048.201065361209 -14055.588557138248 -47054.017623197113 -40.386156308744781 -34230.721148808363 -2960.9967269969738 2985.2207902200507 -17262.212693741782 14000.378070462741 13103.500558046751 -22877.313818176499 -16271.525245620265 -183749.79385080645 149203.33316824777 86750.391770833347 -102774.22974683545 -61062.450389661295 89681.557676630444 80488.623548473013 -1185.460239056101 171925.95766129033 41757.039229329428 25613.568998411196 -52106.193960336539 -28930.378120844416
leaf_weight=428792 3393752 76995 51054 601 3831 328 392 130 341971 289 3589 12312 1123 325 553 267 66 31 35 30 79 38 46 33 702 31 24 646 52 47
leaf_count=428792 3393752 76995 51054 601 3831 328 392 130 341971 289 3589 12312 1123 325 553 267 66 31 35 30 79 38 46 33 702 31 24 646 52 47
internal_value=0 -48.9148 -245.385 -1789.93 -7437.51 -16663.3 -26807.8 167.937 -116.908 -6645.89 -4502.3 1222.69 714.363 -7310.86 -12435.9 1387.8 -20521.1 -48142.9 -22060.9 -14555.9 -63400.6 -116183 23384 4144.36 13441.6 25768.4 115125 19451.5 -10705.5 16205
internal_weight=0 924412 484998 56206 5152 1321 720 439414 345979 4008 3719 93435 79588 2593 2222 820 1402 249 180 1153 145 69 371 13847 1535 833 55 778 132 80
internal_count=4318164 924412 484998 56206 5152 1321 720 439414 345979 4008 3719 93435 79588 2593 2222 820 1402 249 180 1153 145 69 371 13847 1535 833 55 778 132 80
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=31
num_cat=0
split_feature=1 1 0 6 5 3 0 0 0 5 0 5 3 3 5 0 0 5 3 5 2 3 5 0 0 5 3 5 5 5
split_gain=3.28781e+11 9.14555e+12 7.90745e+13 3.14624e+13 2.14926e+13 1.87622e+13 1.53334e+13 1.28155e+13 7.03058e+13 2.8745e+13 1.90643e+13 1.28691e+13 1.26778e+13 1.22576e+13 1.46143e+13 1.18745e+13 3.8039e+13 1.92481e+13 1.5359e+13 1.10712e+13 1.28546e+13 1.03778e+13 1.03297e+13 9.41482e+12 1.542e+13 8.84706e+12 8.61873e+12 1.08615e+13 8.33063e+12 8.28286e+12
threshold=48.712293450000011 47.981192400000005 55.86787755000001 1.5000000000000002 86.02500000000002 2.5000000000000004 54.194619400000008 55.842510000000011 54.484631300000011 57.705000000000005 55.860536450000005 104.75000000000001 2.5000000000000004 5.5000000000000009 47.815000000000005 54.194619400000008 53.145783300000012 99.555000000000021 20.500000000000004 62.710000000000008 1.5000000000000002 2.5000000000000004 80.00500000000001 56.635684300000008 55.899899800000007 51.015000000000008 4.5000000000000009 85.91500000000002 41.995000000000012 80.815000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -3 8 15 12 11 13 -10 14 -9 16 -5 18 26 -8 -21 -11 -18 24 -7 -26 -17 -28 -14 -23
right_child=-2 2 4 7 -6 23 19 10 9 21 -12 -13 28 -15 -16 17 22 -19 -20 20 -22 29 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-8.4323461933230774 30.715349312936134 3691.9824146832102 8143.8177529535069 1489.1505926436496 -99464.636406250007 -17926.004947758203 14934.115771942139 2886.5083352272186 -1168.7537722688185 -15700.81997841283 -10957.843697243452 -57304.862580422792 -16899.897715685616 -1892.4697107153825 16570.756099391889 34501.944383593749 -20629.730510109133 81634.050546875005 -31931.578308105469 -8302.7954318576394 50771.757005031948 -65323.650752766931 -81467.077599676733 -12258.884053582016 -32624.075641569543 -60399.73113772455 8579.6722610009165 -50721.823437500003 -41193.835887162648 -134001.35858886721
leaf_weight=2373042 1928534 931 205 3717 35 597 600 2040 237 38 1013 34 290 1940 1264 125 742 35 96 45 203 144 29 481 366 167 887 32 275 20
leaf_count=2373042 1928534 931 205 3717 35 597 600 2040 237 38 1013 34 290 1940 1264 125 742 35 96 45 203 144 29 481 366 167 887 32 275 20
internal_value=0 -24.7886 -2364.68 82.2429 -21846.2 -20350.2 12552.4 -1629.78 -4684.65 -29073.2 1607.67 4019.36 -20581.4 4416.96 8121.64 -360.773 -2703.8 8588.57 6345.95 22280.1 40052.6 -62788.4 -22918 -23976.1 -28963.7 -41326.8 9865.72 6514.77 -28724.4 -73699
internal_weight=0 2.38963e+06 16588 14737 1851 1816 1779 12958 6667 1004 6291 5278 802 5244 3304 5663 4488 1175 1140 848 248 202 771 1611 1130 533 1044 919 565 164
internal_count=4318164 2389630 16588 14737 1851 1816 1779 12958 6667 1004 6291 5278 802 5244 3304 5663 4488 1175 1140 848 248 202 771 1611 1130 533 1044 919 565 164
is_linear=0
shrinkage=0.1


Tree=4588
num_leaves=31
num_cat=0
split_feature=2 1 1 1 3 0 0 5 5 5 3 5 1 0 3 2 5 5 5 0 5 0 6 5 0 0 2 5 5 5
split_gain=2.87063e+11 3.23127e+12 5.50878e+12 5.54331e+12 4.8158e+12 1.0524e+13 1.61403e+13 4.33934e+12 5.4807e+12 1.25466e+13 1.1492e+13 2.90478e+13 9.86729e+12 1.47466e+13 1.08448e+13 8.97636e+12 2.05039e+13 9.09023e+12 4.40667e+12 4.30318e+12 9.51621e+12 1.66339e+13 1.38841e+13 7.05651e+12 7.15583e+12 6.20334e+12 3.54579e+13 1.06867e+13 1.00717e+13 5.8834e+12
threshold=19.500000000000004 60.528664650000003 49.201680550000006 49.148175700000003 23.500000000000004 55.762622900000004 55.755036050000008 44.905000000000008 88.015000000000015 85.020000000000024 24.500000000000004 128.92000000000004 55.957851400000003 54.762542150000009 26.500000000000004 23.500000000000004 94.040000000000006 96.015000000000015 42.005000000000003 56.831297550000009 77.715000000000018 57.147575200000006 1.5000000000000002 116.06000000000002 57.157092150000004 57.106514900000001 21.500000000000004 114.05000000000001 100.05000000000001 48.510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 18 9 -9 -10 12 14 -14 15 16 -12 -17 -4 -3 29 25 -23 24 -24 27 -27 28 -22 -21
right_child=1 19 7 4 -6 -7 -8 8 10 -11 11 -13 13 -15 -16 17 -18 -19 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=3.9598947835792901 0.18703150042577762 -640.49551017010879 1902.5051162120817 -12628.70301863464 -2050.9401311659276 -32567.693957832533 62810.162545955885 6593.2131681959163 -21977.634763004957 61700.243824404759 8152.3707682291679 114545.2930826823 -80008.862719726574 914.96447207802214 -40145.449761718752 42048.066731770836 135252.97159090909 -49235.6201171875 -10175.900520669798 -2405.1370945853478 2445.5978028385812 -17951.035426379789 119014.74912109376 7457.4065429687507 51399.789171006945 -94407.648307291674 62511.270247395842 40942.902452256945 -43126.991768465909 -11776.547728805488
leaf_weight=4218655 73817 16126 1707 171 665 195 34 2535 205 42 30 24 32 76 25 24 22 20 367 1288 410 31 24 20 45 36 24 63 55 1396
leaf_count=4218655 73817 16126 1707 171 665 195 34 2535 205 42 30 24 32 76 25 24 22 20 367 1288 410 31 24 20 45 36 24 63 55 1396
internal_value=0 -167.879 113.605 -103.159 -7266.23 -15936.7 -116.891 3290.68 5699.86 7491.35 -4380.2 9878.59 -1090.85 -23062.5 18520.2 33797.7 61925.7 555.482 -234.802 -1321.49 -4559.01 5753.84 39683.4 59758.3 74918 -1170.56 -31640.1 2291.88 -2944.71 -7279.39
internal_weight=0 99509 79991 74882 1065 400 205 5109 3035 2577 458 253 229 108 121 96 52 44 2074 19518 3392 708 120 89 69 588 60 528 465 2684
internal_count=4318164 99509 79991 74882 1065 400 205 5109 3035 2577 458 253 229 108 121 96 52 44 2074 19518 3392 708 120 89 69 588 60 528 465 2684
is_linear=0
shrinkage=0.1


Tree=4589
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 5 2 5 2 5 1 5 6 2 2 5 1 2 3 1 3 5 5 5 5 2 5 2 4 5
split_gain=2.91551e+11 8.85654e+12 5.24378e+13 7.38061e+13 5.7964e+13 5.25216e+13 3.90229e+13 3.66181e+13 3.38636e+13 2.58053e+13 2.81391e+13 4.83449e+13 3.59202e+13 2.58621e+13 1.97003e+13 1.91892e+13 2.02434e+13 3.71729e+13 1.89902e+13 2.22935e+13 1.85903e+13 1.7032e+13 4.39327e+13 3.40898e+13 2.33217e+13 1.65966e+13 1.60675e+13 1.59164e+13 1.3352e+13 2.28836e+13
threshold=55.806974650000008 55.801980100000009 37.542000650000013 37.503486000000002 73.995000000000019 61.845000000000006 8.5000000000000018 112.04500000000002 1.5000000000000002 59.025000000000013 37.314272700000011 54.035000000000004 1.5000000000000002 5.5000000000000009 3.5000000000000004 50.805000000000007 37.362912300000012 8.5000000000000018 7.5000000000000009 37.533784800000006 8.5000000000000018 41.995000000000012 49.995000000000012 39.995000000000012 46.405000000000008 9.5000000000000018 93.00500000000001 3.5000000000000004 3.5000000000000004 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 18 9 26 10 -3 12 -12 -14 -11 16 -15 -18 19 -5 -20 23 24 -22 -23 -17 -4 -24 29 -10
right_child=-2 2 8 4 -6 -7 -8 -9 28 14 11 -13 13 15 -16 25 17 -19 20 -21 21 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.0566467764325438 36.111431086141955 7720.4360096119071 9301.81548550343 169652.22957589288 143678.78446022727 -74500.113359374998 134521.28025568181 -122724.66474184784 -5776.2269435433245 -3325.3713586425783 -125310.37879050926 -134631.59398871529 15429.895602483626 -83524.95979654949 37823.83655395508 -34428.837920673075 -44443.935411005434 95904.138153076172 -15072.451981026788 32273.883912037039 31719.122050337362 32022.265401785717 152822.72652343751 184175.90291193183 -88254.400966282905 -151044.52802309784 84588.796551724139 45607.319991319448 23389.956354198584 -38084.075010510096
leaf_weight=2828192 1473068 810 1259 21 55 40 44 23 12981 180 27 36 229 30 329 26 46 32 84 27 44 28 20 22 38 23 29 45 153 223
leaf_count=2828192 1473068 810 1259 21 55 40 44 23 12981 180 27 36 229 30 329 26 46 32 84 27 44 28 20 22 38 23 29 45 153 223
internal_value=0 -18.6969 -2300.84 11880.4 47240.4 34397.6 46075.6 2640.58 -4488.3 4271.46 -3410.27 -23490.2 -13802.3 -6002.5 23272.1 -37263.8 -13715.2 13134.8 34247 92376.9 24317.3 41113 20242.3 82538 -37227.9 -89166.8 10996.9 78596.7 -5981.53 -6321.87
internal_weight=0 2.8451e+06 16904 2259 468 413 373 1791 14645 1768 1259 449 413 386 509 157 108 78 329 48 281 197 131 66 66 49 1288 65 13357 13204
internal_count=4318164 2845096 16904 2259 468 413 373 1791 14645 1768 1259 449 413 386 509 157 108 78 329 48 281 197 131 66 66 49 1288 65 13357 13204
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 5 0 0 0 5 0 5 3 3 5 0 0 5 3 0 5 2 3 5 3 5 5 3 3 5
split_gain=2.85078e+11 7.41712e+12 6.40644e+13 2.54923e+13 1.78548e+13 1.6194e+13 1.24193e+13 1.03668e+13 5.69584e+13 2.32822e+13 1.54421e+13 1.0424e+13 1.02728e+13 9.92863e+12 1.29737e+13 9.61834e+12 3.08116e+13 1.5591e+13 1.24407e+13 1.01093e+13 9.34075e+12 1.0695e+13 8.73169e+12 1.05334e+13 8.40579e+12 7.95863e+12 7.6629e+12 7.15321e+12 6.98117e+12 8.79781e+12
threshold=48.712293450000011 47.981192400000005 55.86787755000001 1.5000000000000002 3.5000000000000004 87.395000000000024 54.194619400000008 55.842510000000011 54.484631300000011 57.705000000000005 55.860536450000005 104.75000000000001 2.5000000000000004 5.5000000000000009 38.455000000000005 54.194619400000008 53.145783300000012 99.555000000000021 20.500000000000004 53.242949050000007 55.990000000000002 1.5000000000000002 4.5000000000000009 78.710000000000022 2.5000000000000004 88.015000000000015 51.015000000000008 9.5000000000000018 4.5000000000000009 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 26 -6 -3 8 15 12 11 13 -10 14 -9 16 -5 18 28 27 -8 -22 -16 -24 -11 -25 -4 -18 -17 -30
right_child=-2 2 4 7 5 -7 20 10 9 24 -12 -13 -14 -15 22 17 19 -19 -20 -21 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-8.3526100153435632 28.60120123721024 3322.8966628290787 8317.2387352268197 1340.3452230640789 -23575.077232984226 -104771.60890625001 11423.264091588198 -1433.1618736443886 -1051.1228148641464 -14132.794875616775 -9866.0664636602523 -51578.382697610301 -25855.836769330861 -1707.2298660813167 -2200.1545321531553 31051.859888476567 -15120.187579008618 73470.753861607154 -28738.188797187806 -60404.45761139434 -5137.0011331026672 41056.960045865424 12945.215983773494 71677.76595880682 -66330.47152516435 8955.3793212890632 -19983.891552734378 -62796.059355764679 7721.8147810031769 -45649.529933166508
leaf_weight=2373042 1928534 931 274 3717 1405 25 506 1122 237 38 1013 34 565 1940 370 125 679 35 96 59 61 281 1725 55 164 32 147 33 887 32
leaf_count=2373042 1928534 931 274 3717 1405 25 506 1122 237 38 1013 34 565 1940 370 125 679 35 96 59 61 281 1725 55 164 32 147 33 887 32
internal_value=0 -23.0824 -2130.29 72.1772 -19665.6 -24994.6 11297 -1468.88 -4216.44 -26168.2 1442.9 3613.41 -18525.8 3971.25 7305.47 -324.584 -2433.31 7729.84 5711.47 -20626.1 20051.7 32817.7 11798.9 14657.5 -56511.1 48607.5 -1564.63 -17329.9 8879.26 5863.4
internal_weight=0 2.38963e+06 16588 14737 1851 1430 1779 12958 6667 1004 6291 5278 802 5244 3304 5663 4488 1175 1140 771 848 342 2182 1812 202 87 421 712 1044 919
internal_count=4318164 2389630 16588 14737 1851 1430 1779 12958 6667 1004 6291 5278 802 5244 3304 5663 4488 1175 1140 771 848 342 2182 1812 202 87 421 712 1044 919
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 5 5 5 1 5 5 5 5 5 4 3 6 4 5 5 2 1 4 1 5 1 6 1
split_gain=3.03877e+11 5.96436e+12 3.79064e+13 6.20664e+13 6.29666e+13 4.00568e+13 3.12737e+13 2.73519e+13 1.0256e+13 9.61656e+12 8.92531e+12 8.89906e+12 8.68829e+12 8.62734e+12 8.47721e+12 1.72909e+13 9.20668e+12 8.42668e+12 9.20906e+12 8.14019e+12 8.12046e+12 1.1474e+13 1.0358e+13 9.38468e+12 1.17732e+13 8.10516e+12 1.12544e+13 2.93884e+13 1.89835e+13 3.87895e+13
threshold=55.078308950000007 55.099723300000008 82.959896850000021 43.574807850000006 8.5000000000000018 7.5000000000000009 5.5000000000000009 58.995000000000012 79.010000000000005 109.05000000000001 38.633372000000001 59.810000000000009 36.715000000000011 94.040000000000006 75.015000000000015 84.030000000000015 2.5000000000000004 7.5000000000000009 1.5000000000000002 3.5000000000000004 161.85000000000002 118.33500000000002 5.5000000000000009 82.837870700000011 3.5000000000000004 78.608766650000021 50.805000000000007 82.888608650000023 1.5000000000000002 82.784560750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 20 10 12 17 -7 -2 -9 -6 -12 16 -16 -13 -8 -19 -10 21 25 23 -23 -25 -5 -27 28 -28 -30
right_child=1 -3 -4 4 7 9 8 11 19 -11 13 14 -14 -15 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=-27.368648797532117 -18208.012500846697 12.037326367395289 10783.638309337339 -10058.175249960257 -3081.879890435579 98352.703640919819 73249.827436141975 -54145.837067751032 61521.497155211859 18391.69717261905 4870.0309099442775 -33152.288155437382 -14089.887914099661 70955.482421875 -55509.417085282883 14346.219655539775 -8811.7173819284271 76021.430866350449 17861.845219142266 -5062.542080965909 65096.794589843754 -50216.151741685782 21255.103368055556 -51626.107136418272 37765.398345588233 724.95333342104857 4287.9344619051035 -17796.879749101729 22367.271730753582 100566.22131950082
leaf_weight=2091719 173 2211010 3717 473 1208 53 30 122 111 21 1609 274 1764 20 182 44 359 28 984 22 20 109 45 26 34 3006 327 237 360 77
leaf_count=2091719 173 2211010 3717 473 1208 53 30 122 111 21 1609 274 1764 20 182 44 359 28 984 22 20 109 45 26 34 3006 327 237 360 77
internal_value=0 25.7125 1984.64 -806.442 -5053.72 2658.17 11664.3 -14394.6 24357.2 75661.1 3387.9 -28873 -9615.57 5681.39 -25283.6 -41909.2 -19347.8 21019.3 19471 50507.6 1512.18 1241.26 -21380.1 -32732.6 -970.921 2321.83 3783.21 12967.1 22510.4 36146
internal_weight=0 2.22644e+06 15435 11718 8741 4788 2977 3953 1175 74 1802 981 2972 1629 859 226 633 1042 1012 133 4714 4694 214 169 60 4480 4007 1001 764 437
internal_count=4318164 2226445 15435 11718 8741 4788 2977 3953 1175 74 1802 981 2972 1629 859 226 633 1042 1012 133 4714 4694 214 169 60 4480 4007 1001 764 437
is_linear=0
shrinkage=0.1


Tree=4592
num_leaves=31
num_cat=0
split_feature=1 1 0 5 6 3 6 5 5 0 4 6 2 0 5 0 5 5 0 0 2 4 5 5 2 4 5 2 5 4
split_gain=3.24742e+11 4.66392e+12 1.34936e+13 1.46546e+13 1.32246e+13 9.28244e+12 1.34095e+13 1.3584e+13 1.03984e+13 9.66799e+12 8.33188e+12 1.50137e+13 1.139e+13 7.82189e+12 7.53847e+12 1.49192e+13 6.94025e+12 6.16418e+12 5.82355e+12 5.26222e+12 4.83234e+12 5.85984e+12 6.59312e+12 5.14882e+12 4.52922e+12 4.42246e+12 5.52662e+12 4.16001e+12 4.14719e+12 4.10507e+12
threshold=82.963712850000022 82.964402850000013 54.943649450000002 61.020000000000003 1.5000000000000002 17.500000000000004 1.5000000000000002 56.205000000000005 54.410000000000004 55.020029900000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 55.061033200000004 75.750000000000014 55.07108800000001 66.990000000000023 48.910000000000004 54.99493995000001 55.02863030000001 5.5000000000000009 2.5000000000000004 46.010000000000012 32.910000000000004 2.5000000000000004 1.5000000000000002 59.005000000000003 17.500000000000004 27.010000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 9 7 28 27 20 11 14 18 -11 -5 -16 -14 29 -13 -12 21 22 23 -4 -17 -22 -27 -8 -7 -6
right_child=1 -3 3 10 17 6 8 -9 -10 13 19 12 16 -15 15 24 -18 -19 -20 -21 25 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=12.417174012101459 -2875.6994831543352 -24.674707382887021 -3609.0599287617415 -6683.8174387849858 12177.399583272731 21652.379592930589 -7452.9588988508913 41147.66663803652 -31722.984619574709 28497.147580879613 -15148.222807617189 26449.039467592593 -11769.18450417032 5958.2837342091098 61896.166709183672 36173.055231843173 -43467.465601211938 -20663.554380580361 -19576.533925083706 27206.688510020864 -3962.1728561054574 35465.135626541938 -4960.2819128743977 15847.97009546052 -8749.4620623825194 6850.9109453574001 -17675.139187500001 34874.455890625002 -503.9028583037682 -10659.514929703642
leaf_weight=3583465 3214 720088 173 1466 94 87 326 83 232 304 40 54 98 312 49 27 234 756 56 110 1056 76 337 636 133 1131 100 25 2918 484
leaf_count=3583465 3214 720088 173 1466 94 87 326 83 232 304 40 54 98 312 49 27 234 756 56 110 1056 76 337 636 133 1131 100 25 2918 484
internal_value=0 -60.5643 -1829.34 213.667 -6349.75 2271.51 -1386.25 1239.84 -15295.9 5526.69 -6863.06 -8476.79 -24870.6 17081.4 -4150.79 13616.8 -34110.7 -14719.8 3017.84 15912 3498.29 8575.02 6791.73 11687.2 -1168.79 785.663 4858.54 -4438.19 137.56 -6945.55
internal_weight=0 734699 14611 10063 4548 7796 3671 3088 583 4125 2267 2117 442 616 1675 209 332 1334 110 150 3509 1222 1146 809 160 2287 1231 351 3005 578
internal_count=4318164 734699 14611 10063 4548 7796 3671 3088 583 4125 2267 2117 442 616 1675 209 332 1334 110 150 3509 1222 1146 809 160 2287 1231 351 3005 578
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=31
num_cat=0
split_feature=1 1 3 2 3 4 2 5 2 1 0 5 5 3 2 5 5 0 4 5 5 0 5 5 2 5 2 6 2 1
split_gain=3.1932e+11 4.31762e+12 9.25084e+12 1.86865e+13 2.05083e+13 2.03531e+13 2.48601e+13 1.88115e+13 2.27404e+13 1.87021e+13 2.21604e+13 2.26071e+13 1.85978e+13 1.80043e+13 2.81155e+13 1.99343e+13 4.83708e+13 3.70197e+13 3.38624e+13 1.86382e+13 1.8595e+13 1.88232e+13 1.79141e+13 3.94676e+13 4.8481e+13 3.56193e+13 2.11265e+13 2.61032e+13 1.8916e+13 1.77768e+13
threshold=39.718803500000007 39.739656000000004 16.500000000000004 1.5000000000000002 18.500000000000004 3.5000000000000004 11.500000000000002 114.05000000000001 10.500000000000002 39.726951800000002 47.236539400000005 37.005000000000003 94.040000000000006 15.500000000000002 13.500000000000002 76.730000000000018 87.395000000000024 47.228519500000004 2.5000000000000004 39.505000000000003 32.910000000000004 43.592450450000008 118.33500000000002 92.035000000000011 10.500000000000002 101.05000000000001 9.5000000000000018 1.5000000000000002 9.5000000000000018 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -4 5 7 -7 29 -9 -6 11 -11 -12 14 -2 19 17 18 -17 20 -15 -22 23 26 25 -25 27 -18 -24 -5
right_child=1 -3 3 4 9 6 -8 8 -10 10 12 -13 -14 15 -16 16 22 -19 -20 -21 21 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-31.248184383747343 1147.4750136596135 7.994288710542083 -35476.721133661682 22291.458797937103 -7313.0691633668675 6025.8107996323533 -132357.53660714286 4274.4028273809527 148204.59181385869 -9057.9256535633085 -3211.3774225179318 16778.682418346634 -54590.661848237243 -2487.2204579454792 -48624.150733706832 -30177.66785714286 -18355.127901944248 -13322.836036964698 -165272.14639204546 2512.7975552684356 -103435.46954599058 -5335.6721522177422 2381.5659646739132 213076.25286458337 -44801.227250000004 40789.40826822917 23850.259031708389 -151763.02844460227 -128889.08750000001 3577.8583598050923
leaf_weight=1860914 25684 2423382 115 1071 1606 34 21 21 23 426 651 1652 79 94 114 28 44 54 55 859 53 31 23 24 25 24 49 22 21 965
leaf_count=1860914 25684 2423382 115 1071 1606 34 21 21 23 426 651 1652 79 94 114 28 44 54 55 859 53 31 23 24 25 24 49 22 21 965
internal_value=0 23.6647 1144.94 4484.16 5185.87 13232.1 -46811.5 14819.8 79510.6 1293.98 6216.68 11482.1 -8771.6 326.957 927.537 -10692.8 -30653.9 -77769.2 -119698 -3589.96 -33040.9 -67232 -2831.46 10611.7 68119.8 126933 -25893.5 -62824.4 -60270.3 13421.8
internal_weight=0 2.45725e+06 33868 6664 6549 2135 55 2080 44 4414 2808 2078 730 27204 25798 1406 369 137 83 1037 178 84 232 188 73 48 115 66 44 2036
internal_count=4318164 2457250 33868 6664 6549 2135 55 2080 44 4414 2808 2078 730 27204 25798 1406 369 137 83 1037 178 84 232 188 73 48 115 66 44 2036
is_linear=0
shrinkage=0.1


Tree=4594
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 5 1 3 3 3 5 3 5 3 3 4 3 3 2 3 2 5 1 5 5 4 3 5 2
split_gain=2.78131e+11 7.30366e+12 1.78171e+13 9.43171e+12 9.32972e+12 2.24605e+13 9.15577e+12 1.22936e+13 1.02008e+13 1.47789e+13 1.50064e+13 1.19346e+13 1.16348e+13 1.06431e+13 9.74874e+12 1.06374e+13 2.73838e+13 8.63434e+12 8.26053e+12 7.87275e+12 7.29168e+12 4.75496e+13 9.60469e+12 3.30968e+13 3.29032e+13 1.90273e+13 2.74424e+13 2.24176e+13 1.89997e+13 3.8208e+13
threshold=57.117834900000013 57.131524800000008 65.480823400000006 61.880021000000006 5.5000000000000009 3.5000000000000004 34.920000000000009 65.58467570000002 6.5000000000000009 14.500000000000002 13.500000000000002 70.50500000000001 9.5000000000000018 71.715000000000018 17.500000000000004 16.500000000000004 2.5000000000000004 4.5000000000000009 19.500000000000004 5.5000000000000009 11.500000000000002 10.500000000000002 60.905000000000008 65.565203050000022 161.85000000000002 72.705000000000013 3.5000000000000004 7.5000000000000009 112.04500000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4 14 -9 10 12 -11 13 -10 15 17 -17 -8 -16 -18 21 22 -19 -24 25 -25 27 -27 -29 -30
right_child=1 -3 6 4 -6 -7 7 8 9 11 -12 -13 -14 -15 18 16 19 20 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=11.081165776892991 -19097.707862279323 -7.447704167667621 1937.1717562936433 7380.8517431640621 13702.783767723316 128208.45796874999 -63879.094225543486 2000.006470044646 -27028.685665489444 -13061.101368835218 -70152.202797965117 33665.543212090168 12284.055933295356 -101554.82152157738 15137.761408710481 -17873.483220025599 11372.595813301283 324.84886583112859 -8181.1231046040848 74514.025332031248 2103.7663416340492 -109035.29978197673 -11185.351403084696 -4069.5885382886208 138603.9392857143 129411.92490234376 -39964.649671052633 -678.1335301254735 166241.92035757215 -3600.6507921006946
leaf_weight=3626750 77 675003 3216 40 528 25 23 331 219 526 86 61 72 21 512 974 39 3313 216 40 2492 43 3029 318 21 32 38 66 26 27
leaf_count=3626750 77 675003 3216 40 528 25 23 331 219 526 86 61 72 21 512 974 39 3313 216 40 2492 43 3029 318 21 32 38 66 26 27
internal_value=0 -58.1253 -2142.55 13828.3 18103.7 53853 -2822.34 -4044.42 -13187.8 -18291.5 -33167.3 -8205.35 -22972.7 -33549.7 -2970.94 -3748.18 -13280.8 -2683.49 8218.97 43342.9 -2533.84 -4205.6 -3549.46 -7158.01 15945.8 10865.3 35993.9 55109.3 35128.7 79718.3
internal_weight=0 691414 16411 670 593 65 15741 12525 1316 985 398 587 312 240 11209 10481 1053 9428 728 79 9405 6913 6870 3557 528 507 189 151 119 53
internal_count=4318164 691414 16411 670 593 65 15741 12525 1316 985 398 587 312 240 11209 10481 1053 9428 728 79 9405 6913 6870 3557 528 507 189 151 119 53
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 5 5 0 5 0 3 0 4 4 3 5 5 3 2 0 0 3 0 5 3 0 5 2 3 5
split_gain=2.90271e+11 5.06194e+12 1.40295e+13 1.09471e+13 1.47284e+13 4.29662e+13 1.74723e+13 1.56983e+13 2.57825e+13 1.81307e+13 2.86045e+13 1.18786e+13 1.10229e+13 1.03964e+13 8.88039e+12 9.22748e+12 8.86794e+12 7.75668e+12 7.5917e+12 6.73946e+12 1.82051e+13 1.27586e+13 6.01551e+12 5.85372e+12 9.25555e+12 5.55484e+12 5.31594e+12 5.03519e+12 4.66857e+12 4.65632e+12
threshold=41.950906500000009 41.900971000000006 45.013473000000012 45.254062050000009 5.5000000000000009 69.015000000000015 74.610000000000014 45.03656895000001 110.05000000000001 45.029420750000007 15.500000000000002 45.073740550000004 2.5000000000000004 3.5000000000000004 4.5000000000000009 89.00500000000001 90.015000000000015 17.500000000000004 1.5000000000000002 45.029420750000007 45.047272400000004 9.5000000000000018 44.893607100000004 107.05000000000001 10.500000000000002 45.03656895000001 52.405000000000008 3.5000000000000004 10.500000000000002 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 5 11 17 9 12 -8 28 -4 -9 -7 22 18 -17 19 -16 21 -21 26 -3 24 -18 -15 -6 -10 -11 -26
right_child=-2 2 3 -5 6 13 7 8 27 10 -12 -13 -14 25 15 16 23 -19 -20 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-12.702317306905112 25.152169832388413 -5657.2445132019702 1864.4872521495367 -29947.861476808841 -7430.7055922747677 66195.395562834499 -10923.406359637225 -33305.328314669045 -40084.8669858871 27481.676425215126 140736.37585227273 36520.594250171591 -5429.7615180397806 -27562.925332031249 -14318.504217470369 -56481.094856209587 -20590.151512896828 13890.850044540532 -3580.1108064861883 18761.343306824459 -495.89515601320636 3764.4238385160206 17146.251437557446 -31574.554277343752 -9695.8814836774563 41969.563628472228 -28299.317643293245 -90822.352830188684 -22956.72285839844 41058.167608762255
leaf_weight=2076703 2224570 186 1477 111 235 152 216 199 31 69 22 106 494 20 725 58 126 484 7162 587 2999 568 306 120 28 27 254 53 25 51
leaf_count=2076703 2224570 186 1477 111 235 152 216 199 31 69 22 106 494 20 725 58 126 484 7162 587 2999 568 306 120 28 27 254 53 25 51
internal_value=0 -26.7257 -1750.86 1241.24 1673.02 9690.6 -618.085 -11999.3 -19776.4 6201.99 38090.7 4185.11 -13434.4 53485.5 -4526.81 -5303.31 -20461.4 1843.74 -4567.22 587.911 2656.36 -6429.56 8525.42 -14033.3 -3765.25 12381.3 -18270.4 -72097.8 14067.2 23069.4
internal_weight=0 2.09359e+06 16891 8129 8018 1782 6236 1109 777 332 116 1583 693 199 8762 8270 383 5127 7887 4643 3586 1057 492 325 205 47 489 84 94 79
internal_count=4318164 2093594 16891 8129 8018 1782 6236 1109 777 332 116 1583 693 199 8762 8270 383 5127 7887 4643 3586 1057 492 325 205 47 489 84 94 79
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=31
num_cat=0
split_feature=1 1 3 5 0 3 1 0 5 4 3 5 5 0 3 2 0 3 0 3 2 5 5 5 5 2 2 5 1 5
split_gain=3.08227e+11 3.81892e+12 3.97604e+13 3.6248e+13 3.48159e+13 8.36825e+13 3.44689e+13 2.50678e+13 2.29956e+13 2.18789e+13 2.25995e+13 2.04877e+13 2.1786e+13 1.72392e+13 1.8895e+13 2.9453e+13 1.88027e+13 3.86117e+13 2.30359e+13 1.55048e+13 1.54981e+13 1.33637e+13 1.00654e+13 9.56498e+12 8.4435e+12 8.41559e+12 7.91795e+12 7.58095e+12 7.39241e+12 1.29949e+13
threshold=82.961358250000018 82.957885500000017 9.5000000000000018 62.385000000000012 54.942865800000007 14.500000000000002 82.959896850000021 55.046835900000012 97.050000000000011 2.5000000000000004 8.5000000000000018 37.005000000000003 36.005000000000003 55.039751500000008 19.500000000000004 15.500000000000002 55.034903650000011 24.500000000000004 55.010031850000011 15.500000000000002 19.500000000000004 43.205000000000005 64.405000000000015 41.005000000000003 35.305000000000007 7.5000000000000009 2.5000000000000004 24.010000000000002 82.959896850000021 41.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 27 21 9 -5 -11 12 24 16 15 19 18 22 -13 -15 -19 -3 26 -7 -6 -12 -18 -4 -16 -30
right_child=-2 2 4 8 11 23 -8 -9 -10 10 25 13 -14 14 28 -17 17 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0083341184994845 -57.415930546309212 15464.561684158023 13599.545335514174 -30208.501171875003 -3795.8000131501635 32551.453260087292 -11209.331259202225 6980.1963305877671 -112826.0974888393 42331.856563826441 -12663.024222423606 482.94847878097147 -28151.537536653821 27596.910513961229 -10407.723132440478 -45094.858012952303 32622.441127929687 26666.116392956479 61483.442836441536 79400.631391891628 -33158.070239257817 34575.420832605501 -65101.614305190291 57173.004831756109 28429.722394245429 42955.344342447919 -32942.811359349857 43617.943774948682 82158.135032301696 7006.3765930175787
leaf_weight=3490977 768573 755 218 252 9607 422 975 1743 21 127 292 41245 373 135 210 38 20 191 62 101 56 710 101 252 82 30 233 137 26 200
leaf_count=3490977 768573 755 218 252 9607 422 975 1743 21 127 292 41245 373 135 210 38 20 191 62 101 56 710 101 252 82 30 233 137 26 200
internal_value=0 12.4319 812.918 10528.3 114.701 13051.7 -1495.29 15084.4 -9715.63 -6626.73 6608.47 -377.435 -4436.05 580.794 16032.7 36611.1 319.01 -17241.5 574.508 49767.1 13102.7 24726.5 -38413.8 41757.1 -3523.07 -7481.19 -27759.8 25184.1 3100.38 15652.2
internal_weight=0 3.54959e+06 58614 3930 54684 2004 1330 3208 722 701 449 52680 10062 42618 710 274 41908 601 41307 236 247 1465 354 674 9689 322 253 355 436 226
internal_count=4318164 3549591 58614 3930 54684 2004 1330 3208 722 701 449 52680 10062 42618 710 274 41908 601 41307 236 247 1465 354 674 9689 322 253 355 436 226
is_linear=0
shrinkage=0.1


Tree=4597
num_leaves=31
num_cat=0
split_feature=0 0 1 1 5 1 5 2 5 1 6 5 3 2 3 4 5 5 1 4 5 5 1 1 3 5 2 2 2 5
split_gain=2.83676e+11 7.15803e+12 4.24822e+13 6.11357e+13 3.58525e+13 6.39527e+13 3.05646e+13 2.74622e+13 2.22743e+13 2.37182e+13 5.0471e+13 3.63946e+13 2.14284e+13 4.53996e+13 4.39747e+13 2.48932e+13 2.74674e+13 1.99518e+13 1.75969e+13 2.16459e+13 1.55895e+13 1.47246e+13 1.39943e+13 4.51823e+13 3.3503e+13 2.19321e+13 2.13974e+13 1.37111e+13 1.3495e+13 1.75382e+13
threshold=55.806974650000008 55.801980100000009 37.542000650000013 37.516458750000005 73.995000000000019 37.533784800000006 112.04500000000002 1.5000000000000002 61.020000000000003 37.314272700000011 1.5000000000000002 44.905000000000008 24.500000000000004 8.5000000000000018 13.500000000000002 2.5000000000000004 49.995000000000012 56.835000000000008 37.457850350000008 1.5000000000000002 59.245000000000012 57.005000000000003 37.362912300000012 37.328003200000005 16.500000000000004 76.00500000000001 2.5000000000000004 3.5000000000000004 2.5000000000000004 34.920000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 21 8 -4 9 20 -11 18 13 15 -15 16 -13 -7 19 -12 -3 -5 23 27 25 26 -24 -10 29 -20
right_child=-2 2 7 4 -6 17 -8 -9 22 10 11 12 -14 14 -16 -17 -18 -19 28 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.1799456166721809 35.62041874601794 6985.2467410777699 9906.0356231026035 86621.42753537737 155898.07619791667 1274.5587074593323 -110450.42180706521 -5383.7116842096693 -4092.6771952807417 -145014.95928071122 -20486.904816468123 -79069.964722842269 62909.046132812502 -39096.876200810184 -223153.4128125 -122158.20316051136 14309.912808469742 -103827.07356770834 17308.250288085936 72775.69908854166 75125.653504464295 1017.1858695652174 -41531.29108072917 -129859.87113095238 -73203.409248046883 130054.70158305921 66126.854833984384 39033.840939198373 16701.10819091797 141865.69904597357
leaf_weight=2828192 1473068 825 1288 159 30 73 23 13357 123 29 146 42 20 27 25 22 126 24 20 30 35 23 24 21 20 38 80 184 64 26
leaf_count=2828192 1473068 825 1288 159 30 73 23 13357 123 29 146 42 20 27 25 22 126 24 20 30 35 23 24 21 20 38 80 184 64 26
internal_value=0 -18.4427 -2070.12 10694.1 52020.5 40850.9 4145.49 -4039.01 5513.26 -764.872 -16449.5 -9645.83 -36571.1 -44792.6 -127586 -22133.5 -9035.06 -24730 15020 -4589.87 9758.4 75803.3 23924.9 12048.1 47971.7 65038.6 41282.7 21755.1 46395.9 87710.3
internal_weight=0 2.8451e+06 16904 2259 309 279 1950 14645 1927 1437 577 548 262 242 52 190 168 97 286 176 860 182 490 328 162 142 104 307 110 46
internal_count=4318164 2845096 16904 2259 309 279 1950 14645 1927 1437 577 548 262 242 52 190 168 97 286 176 860 182 490 328 162 142 104 307 110 46
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=31
num_cat=0
split_feature=5 0 4 4 5 3 5 4 1 3 2 0 2 0 0 2 2 1 1 3 0 1 0 1 3 2 0 1 3 3
split_gain=2.79423e+11 1.79797e+12 2.74669e+12 2.81259e+12 3.60373e+13 4.94896e+12 4.90266e+12 6.39865e+12 4.95514e+12 5.8109e+12 6.89086e+12 5.67293e+12 6.3583e+12 4.04903e+12 6.60862e+12 3.86675e+12 4.09795e+12 4.36117e+12 8.2278e+12 3.39742e+12 3.19372e+12 6.38634e+12 3.30223e+12 3.37912e+12 5.14594e+12 7.97896e+12 7.45066e+12 5.39863e+12 4.11335e+12 4.60919e+12
threshold=22.030000000000005 54.708501450000007 4.5000000000000009 2.5000000000000004 13.050000000000002 17.500000000000004 13.050000000000002 1.5000000000000002 38.984911950000004 11.500000000000002 2.5000000000000004 47.155083450000006 9.5000000000000018 44.580511600000001 44.874285750000006 6.5000000000000009 8.5000000000000018 39.718803500000007 44.083877800000003 2.5000000000000004 47.228519500000004 39.787929450000007 45.067452850000002 39.739656000000004 4.5000000000000009 4.5000000000000009 43.642715500000008 39.110397700000007 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -8 13 15 -11 12 -12 -1 -15 20 17 -17 -19 -9 22 -22 23 24 26 27 -10 -26 -25 -30
right_child=-2 -3 -4 4 -6 -7 7 19 9 10 11 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=51581.573151764387 3.5153899275947893 -444.78135941095775 31965.329575892858 -7409.8306727078889 110938.59381009615 -57765.841093750001 436.56846982107675 -4252.7170114776236 -82741.453984374995 31565.566385135138 -37328.745151289681 7388.5005915499278 -2413.9470050254563 -10763.636462162991 18002.427861155633 3086.8048076923078 -575.19833386479593 103416.8461328125 21148.796081149194 -32557.596984726122 -20006.991838030135 3523.1788771208553 16656.078301500154 -21545.197368421053 -278.32917624080886 -39456.54117736817 -1556.7015474759617 53182.835260416672 48611.076219223491 8741.5838852886372
leaf_weight=27 4237242 61966 28 808 26 20 15380 81 20 37 126 87 89 102 368 26 49 20 31 89 140 655 298 38 51 32 26 30 33 239
leaf_count=27 4237242 61966 28 808 26 20 15380 81 20 37 126 87 89 102 368 26 49 20 31 89 140 655 298 38 51 32 26 30 33 239
internal_value=0 -184.073 668.167 621.869 -4986.01 -8626.16 886.843 223.301 4974.83 2780.84 -9166.78 -14157.2 -22875.6 13922.9 11759.6 5180.27 22031.9 36418.3 53410.8 -19071.2 3820.92 -620.499 8424.48 3194.17 -8658 2820.19 -36854.4 19522.1 9273.18 13578.7
internal_weight=0 80922 18956 18928 854 828 18074 15550 2524 2027 339 302 215 497 470 1688 126 77 51 170 1562 795 767 469 159 113 46 81 310 272
internal_count=4318164 80922 18956 18928 854 828 18074 15550 2524 2027 339 302 215 497 470 1688 126 77 51 170 1562 795 767 469 159 113 46 81 310 272
is_linear=0
shrinkage=0.1


Tree=4599
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 5 1 4 5 2 3 1 1 5 3 1 1 3 0 6 3 3 4 1 0 5 3 5 5
split_gain=2.67605e+11 5.67114e+12 5.2387e+13 4.7214e+13 4.18231e+13 3.46423e+13 3.29812e+13 2.67184e+13 3.80514e+13 6.29336e+13 3.7235e+13 2.66064e+13 4.32703e+13 2.63378e+13 2.25384e+13 2.1064e+13 2.07778e+13 2.0396e+13 7.70081e+13 1.42023e+14 4.27237e+13 3.67081e+13 3.20522e+13 2.98217e+13 2.15473e+13 2.0297e+13 2.45366e+13 2.29141e+13 2.33778e+13 2.07556e+13
threshold=55.078308950000007 55.043101600000007 78.608766650000021 55.050600750000008 82.968597500000016 82.970752000000019 66.50500000000001 82.871296800000025 3.5000000000000004 125.85000000000001 3.5000000000000004 10.500000000000002 55.957851400000003 38.422276900000007 161.85000000000002 9.5000000000000018 38.950530550000003 82.95335685000002 16.500000000000004 55.046835900000012 1.5000000000000002 9.5000000000000018 12.500000000000002 1.5000000000000002 82.959896850000021 55.061033200000004 73.405000000000015 19.500000000000004 31.990000000000006 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 15 -3 8 9 -4 -10 13 -13 -5 -12 -6 -15 -9 20 -20 21 -19 24 -23 -22 27 -27 -7 -29 -30
right_child=-2 2 4 11 5 25 -8 17 10 -11 14 12 -14 16 -16 -17 -18 18 19 -21 22 23 -24 -25 -26 26 -28 28 29 -31
leaf_value=10.898818010589631 24.129206619996552 -20538.407378518474 19186.241780187192 -37022.317632192673 -10529.834989782188 -138.90364721767838 -68181.52181167141 -128.71855951158983 117134.51519886365 170827.67489885603 -10929.114715334183 -18189.861834446077 -147037.69492187499 6176.5772548169234 -110364.653515625 -36782.42666948327 -8651.3101256124191 26295.340952181654 -88530.604215660889 -1732.2160930606192 18525.274779235358 25408.088327205885 29819.645277756914 144136.24296875001 3933.7114436270199 -4540.7667259850659 -20146.239078390026 491.21194010175896 -41905.652358300504 56170.307150135865
leaf_weight=1993329 2226445 1217 1213 219 903 14268 165 56387 22 28 454 124 33 1861 24 462 1920 294 196 4933 1270 34 676 56 4982 4653 1286 338 349 23
leaf_count=1993329 2226445 1217 1213 219 903 14268 165 56387 22 28 454 124 33 1861 24 462 1920 294 196 4933 1270 34 676 56 4982 4653 1286 338 349 23
internal_value=0 -25.6834 -766.819 -10214.3 -203.234 -3980.22 -26226.6 989.339 13223.7 22607.6 -10067.2 -4890.93 -45272.5 -3305.95 -15921.7 -19415.3 -1353.06 679.871 4344.69 -5049.14 10934 43401.9 9134.37 99283.4 6897.77 -2972.95 -7919.89 -1011.42 -18545.2 -35841.8
internal_weight=0 2.09172e+06 98390 5539 92851 22282 1382 70569 1741 1241 500 4157 157 4000 478 1365 3781 68828 12441 5129 7312 384 6928 90 6252 20917 5939 14978 710 372
internal_count=4318164 2091719 98390 5539 92851 22282 1382 70569 1741 1241 500 4157 157 4000 478 1365 3781 68828 12441 5129 7312 384 6928 90 6252 20917 5939 14978 710 372
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 5 0 0 1 3 1 5 4 0 0 5 4 5 3 5 1 2 5 0 5 2 3 5 3 5
split_gain=2.82734e+11 6.53776e+12 4.38825e+13 2.23852e+13 2.37603e+13 2.05056e+13 3.45814e+13 3.17269e+13 2.43475e+13 4.57339e+13 2.2025e+13 2.7882e+13 2.16759e+13 2.70721e+13 3.25777e+13 1.92608e+13 1.83429e+13 8.82954e+13 2.49492e+13 3.22519e+13 3.7408e+13 4.85068e+13 1.5122e+14 3.96672e+13 3.66322e+13 2.16755e+13 2.09174e+13 2.56975e+13 2.04702e+13 3.28659e+13
threshold=48.712293450000011 49.323301500000007 53.37994195000001 25.005000000000006 55.826364100000013 67.990000000000023 55.834684950000003 57.945214300000011 49.111504200000006 11.500000000000002 49.073956850000009 75.015000000000015 2.5000000000000004 55.842510000000011 55.924336300000007 60.005000000000003 1.5000000000000002 47.815000000000005 9.5000000000000018 41.005000000000003 49.177301950000007 5.5000000000000009 55.990000000000002 55.762622900000004 56.835000000000008 1.5000000000000002 7.5000000000000009 75.015000000000015 19.500000000000004 50.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 16 12 8 10 9 -7 11 -8 15 -14 -15 -6 18 -18 19 -5 21 23 -23 -21 -24 -19 27 -25 -27 -30
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 25 -20 20 -22 22 24 26 -26 28 -28 -29 29 -31
leaf_value=-22.987294251066857 -47552.321316593254 -20.194074369506097 -6904.6140976976621 3088.6047679943417 4144.5690242951487 12812.866653531024 -2790.5910704276935 52258.774717847613 -2777.9197077933077 97396.847266045937 -5508.0525226353666 -43455.288250275582 3238.0350186497672 26901.002287801879 -28591.832063943613 -10076.557519250207 -10147.75037212284 8311.8422768314103 177.92434168572208 -12874.708441288391 -147.8662860153313 26972.075469811942 -160198.52673611112 50584.0308510061 -22730.200809151789 -634.04354870427369 24898.387411878517 158339.92622282612 61707.069571070992 4715.511584060393
leaf_weight=2389630 188 1802543 3664 10193 20405 241 284 79 346 87 1530 415 1497 1321 115 999 8680 3572 25914 145 931 346 63 586 28 38102 386 23 103 5748
leaf_count=2389630 188 1802543 3664 10193 20405 241 284 79 346 87 1530 415 1497 1321 115 999 8680 3572 25914 145 931 346 63 586 28 38102 386 23 103 5748
internal_value=0 28.4834 724.908 797.053 1028.09 3626.56 -4200.23 -10019.6 15727.4 35248.3 -12226.9 -26933.4 4585.57 12647.6 22456.9 3480.82 279.438 -873.415 1957.44 5588.21 15747.1 25130.9 -3195.91 35989.5 -117901 820.456 43110.4 54653.6 211.641 5718.78
internal_weight=0 1.92853e+06 125991 125803 122139 27319 2982 2308 674 328 2229 699 24337 2933 1436 21404 94820 56205 38615 12701 2508 1577 437 1140 91 47525 995 609 43953 5851
internal_count=4318164 1928534 125991 125803 122139 27319 2982 2308 674 328 2229 699 24337 2933 1436 21404 94820 56205 38615 12701 2508 1577 437 1140 91 47525 995 609 43953 5851
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 4 2 6 4 3 1 3 1 5 2 5 3 3 3 5 5 1 5 5 2 5 1 1 1 5
split_gain=3.00556e+11 3.06627e+12 1.01177e+13 1.18262e+13 9.75741e+12 1.16753e+13 1.24992e+13 7.83474e+12 1.14349e+13 1.18429e+13 1.44954e+13 1.30236e+13 1.18851e+13 1.27725e+13 9.88463e+12 1.65986e+13 8.8692e+12 7.68864e+12 1.14868e+13 1.36225e+13 3.06248e+13 9.05628e+12 7.34394e+12 6.72562e+12 6.33171e+12 6.13978e+12 1.29624e+13 5.92782e+12 5.68972e+12 5.60933e+12
threshold=9.5000000000000018 43.514103700000014 43.465905150000005 24.010000000000002 125.85000000000001 3.5000000000000004 16.500000000000004 1.5000000000000002 1.5000000000000002 10.500000000000002 43.048525950000005 20.500000000000004 43.574807850000006 77.00500000000001 9.5000000000000018 91.050000000000011 14.500000000000002 15.500000000000002 12.500000000000002 58.755000000000003 68.52500000000002 39.969502550000009 67.00500000000001 55.990000000000002 5.5000000000000009 41.995000000000012 40.810045900000013 39.899261850000009 43.048525950000005 150.04500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 22 25 10 27 14 13 -12 17 16 -16 18 19 -11 21 -21 -5 -20 -14 -9 -27 -10 -6 -30
right_child=1 -3 3 4 28 -7 -8 8 9 11 12 -13 24 -15 15 -17 -18 -19 23 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-29.228914353904031 -107.07156987727137 33.985055839096276 50309.367473870356 4217.2951664316115 -79819.224776785719 22237.091395547948 56554.577898185482 -14669.098309983732 -19989.471033653848 70182.038808412908 29319.46207992312 -52525.284386160718 -31039.907404296875 -34937.445102896345 -8436.9283246527775 71498.355524553568 -69043.062399384478 56588.796837660848 10362.768078031993 -94371.926000000007 52258.743390530261 -5293.1665364583341 -9802.9478504261115 -47699.590594161185 -7959.9506915928978 -81175.807174744899 -23582.264774302748 -80474.97307412792 -40146.376503782638 2921.0471301020407
leaf_weight=1938624 15265 2360585 37 851 21 146 31 362 26 54 126 35 200 41 90 21 33 51 42 25 67 21 666 38 293 49 193 43 79 49
leaf_count=1938624 15265 2360585 37 851 21 146 31 362 26 54 126 35 200 41 90 21 33 51 42 25 67 21 666 38 293 49 193 43 79 49
internal_value=0 23.813 -1242.98 -5942.08 -6511.83 -5446.09 -6649.71 -7238.62 -11681.2 -6056.26 -14072.1 6194.4 -9512.77 13543.8 10844.1 -10668.6 -24697.1 21239.6 13940.7 28866.5 9122.84 -53705.5 -1937.93 -17216.9 -17323 -22912.6 -35243.8 -57683.3 -31574.7 -23659.6
internal_weight=0 2.37954e+06 18955 3690 3653 3504 3358 3327 1810 1206 729 477 660 167 442 144 123 298 247 167 113 46 1517 80 493 604 242 69 149 128
internal_count=4318164 2379540 18955 3690 3653 3504 3358 3327 1810 1206 729 477 660 167 442 144 123 298 247 167 113 46 1517 80 493 604 242 69 149 128
is_linear=0
shrinkage=0.1


Tree=4602
num_leaves=31
num_cat=0
split_feature=0 5 4 1 0 1 0 3 5 5 3 5 1 1 4 5 5 5 4 5 1 2 5 5 5 3 3 3 1 5
split_gain=2.95595e+11 3.4485e+12 3.54619e+12 3.55817e+12 7.88886e+12 3.64646e+12 3.49719e+12 9.20243e+12 1.48295e+13 1.61896e+13 1.63109e+13 1.17039e+13 1.07608e+13 7.01671e+12 6.5868e+12 2.26288e+13 1.7924e+13 6.50854e+12 1.89029e+13 9.9637e+12 2.35176e+13 2.11248e+13 1.84834e+13 1.22995e+13 9.1573e+12 1.51938e+13 7.31732e+12 1.63322e+13 1.12612e+13 6.95243e+12
threshold=54.762542150000009 25.005000000000006 4.5000000000000009 57.550671000000001 54.708501450000007 83.663637000000008 54.736324100000012 13.500000000000002 47.815000000000005 41.810000000000009 23.500000000000004 52.020000000000003 56.022377500000012 38.781124500000011 3.5000000000000004 116.06000000000002 132.05000000000004 142.05000000000004 3.5000000000000004 128.92000000000004 55.957851400000003 5.5000000000000009 114.05000000000001 125.85000000000001 110.05000000000001 9.5000000000000018 11.500000000000002 10.500000000000002 56.022377500000012 36.515000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -3 17 9 -9 13 -10 -12 -11 15 -13 -16 19 -19 22 21 -21 24 -24 26 -26 27 -8 29 -28
right_child=-2 6 -4 5 -6 -7 7 8 11 10 12 14 -14 -15 16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=797.09482009095086 -16.791078973501968 -7.3258039703732498 33762.275964725377 8976.2493706092573 -12406.631027873254 2063.5624802722969 883.31367075534001 9116.8488878417975 43794.436833984379 -33215.171259469695 -37180.648917285158 10971.507755380973 31628.9950078125 18043.68623011998 24937.370103352863 109188.939453125 -97278.352500000008 -96419.752560763896 1158.1061666666667 27799.284858630956 -26921.671335565476 148761.75340909092 -60842.44998553241 7510.914002403847 2379.8841340717518 108368.21313244049 -18937.958379931864 42077.082455098265 -41083.21516036184 2755.3460743303344
leaf_weight=31968 3058474 1207051 33 998 459 3242 12377 625 125 33 250 1038 25 140 30 24 20 27 75 42 42 22 81 39 38 21 219 97 95 454
leaf_count=31968 3058474 1207051 33 998 459 3242 12377 625 125 33 250 1038 25 140 30 24 20 27 75 42 42 22 81 39 38 21 219 97 95 454
internal_value=0 40.768 995.897 966.407 610.198 3690.65 12.1061 1483.67 7320.1 -1282.75 -15791.1 14782.4 -30925.2 8265.99 11521.1 13191.1 -23948.9 494.45 -24671.3 684.212 31222.8 69380.1 443.016 -38627.6 795.506 40104.5 620.364 1203.64 -8853.37 -4303.84
internal_weight=0 1.25969e+06 36700 36667 32427 4240 1.22299e+06 15939 2310 1073 448 1237 275 173 1112 1062 50 13629 102 13527 106 64 13421 120 13301 59 13242 12474 768 673
internal_count=4318164 1259690 36700 36667 32427 4240 1222990 15939 2310 1073 448 1237 275 173 1112 1062 50 13629 102 13527 106 64 13421 120 13301 59 13242 12474 768 673
is_linear=0
shrinkage=0.1


Tree=4603
num_leaves=31
num_cat=0
split_feature=3 6 1 1 0 5 0 0 0 5 0 5 5 4 1 0 0 3 0 0 0 1 1 1 2 0 5 5 1 5
split_gain=2.87705e+11 3.80963e+12 1.34469e+13 4.86322e+13 6.24993e+13 1.43603e+14 8.4964e+13 4.01581e+13 5.28941e+13 6.67235e+13 3.76693e+13 3.71277e+13 6.37712e+13 3.30347e+13 5.66957e+13 3.25323e+13 3.12351e+13 3.28602e+13 3.03063e+13 3.22648e+13 3.19944e+13 3.16943e+13 6.21396e+13 7.3284e+13 3.24895e+13 2.92195e+13 3.45947e+13 2.88934e+13 2.60579e+13 3.53611e+13
threshold=21.500000000000004 1.5000000000000002 37.475443250000005 37.417247200000006 55.657530000000008 89.00500000000001 55.674875350000008 55.74310830000001 55.769960200000007 51.405000000000008 55.777112100000004 57.405000000000008 63.005000000000003 1.5000000000000002 37.457850350000008 55.734663800000007 55.87722990000001 32.500000000000007 55.885524800000006 55.745923000000012 55.755036050000008 37.792847950000002 37.767735350000002 37.752451500000006 10.500000000000002 55.885524800000006 65.50500000000001 60.610000000000007 38.633372000000001 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 11 9 -9 -10 13 -13 14 -8 -14 17 -12 19 -4 -21 22 23 -20 -25 -18 -27 -24 29 -22
right_child=1 2 18 4 6 -7 7 8 10 -11 16 12 15 -15 -16 -17 25 -19 21 20 28 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=8.5905567002672907 147.81221458484831 23.435948958282008 -1070.6306672445544 -12943.931081714138 70047.262179361991 -290613.44687500002 47081.241890650876 257403.20790550599 -36464.078818278671 24993.57186197917 44196.525282118062 -66750.30278525778 13352.344234350814 60268.589892382821 -33584.138780434616 -89485.029009650752 -24376.07544290433 -80330.321182528409 -12924.761473037535 18558.093327381848 2119.0119795459436 -3043.7532096999425 -43974.638947405139 36148.120953566031 191124.7802734375 2924.3962324854588 43732.881012968181 -127911.75802801724 12908.018246161622 -21862.404722421154
leaf_weight=3887566 273553 51292 70991 271 270 20 151 21 121 30 576 202 323 125 206 34 191 22 2490 1456 6901 17586 140 31 24 534 340 58 1964 675
leaf_count=3887566 273553 51292 70991 271 270 20 151 21 121 30 576 202 323 125 206 34 191 22 2490 1456 6901 17586 140 31 24 534 340 58 1964 675
internal_value=0 -77.5581 -470.125 795.082 12310.7 -32027.7 16412 11376.7 20276.9 120692 17406.3 -4311.95 -21848.4 16026 534.832 3558.31 21325.9 39615.3 -1146.89 -289.888 4750.65 -4603.17 -14600.9 -10402.8 103774 11056.3 18799.6 -68562.3 2643.35 -17.6639
internal_weight=0 430598 157045 54729 3437 291 3146 2876 1835 51 1784 1041 559 482 357 357 1663 598 102316 81987 10996 20329 2743 2545 55 1065 874 198 9540 7576
internal_count=4318164 430598 157045 54729 3437 291 3146 2876 1835 51 1784 1041 559 482 357 357 1663 598 102316 81987 10996 20329 2743 2545 55 1065 874 198 9540 7576
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=31
num_cat=0
split_feature=0 1 1 0 3 0 5 3 5 5 5 5 5 0 1 5 5 5 2 5 4 4 5 1 1 4 1 4 1 5
split_gain=2.94026e+11 4.23246e+12 1.51074e+13 8.37688e+13 7.45265e+13 2.39381e+13 4.33081e+13 1.85531e+13 1.69695e+13 1.63727e+13 3.20115e+13 1.51283e+13 4.38925e+13 1.48994e+13 6.5491e+13 5.94794e+13 1.93463e+13 2.5025e+13 2.62625e+13 4.09002e+13 3.27912e+13 2.74409e+13 2.8588e+13 3.07697e+13 2.24157e+13 5.00979e+13 2.10559e+13 3.25741e+13 2.13128e+13 3.59879e+13
threshold=45.040161900000008 39.110397700000007 39.080602550000002 45.029420750000007 16.500000000000004 45.013473000000012 137.05000000000004 14.500000000000002 61.405000000000008 86.810000000000016 94.040000000000006 90.015000000000015 89.00500000000001 45.029420750000007 39.027779200000005 93.00500000000001 91.050000000000011 98.020000000000024 13.500000000000002 102.01000000000001 2.5000000000000004 2.5000000000000004 137.05000000000004 38.975980350000007 38.950530550000003 3.5000000000000004 38.950530550000003 2.5000000000000004 38.975980350000007 77.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 9 11 7 -7 -6 -5 -11 12 -4 -1 16 -16 26 -18 21 20 -20 -19 23 -23 25 -24 27 -15 29 -28
right_child=-2 -3 3 4 8 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 18 19 -21 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=540.46847689637093 -7.7667352679567303 -282.19473477567766 2969.9745450395089 8993.009552100948 34058.05963693899 -1477.414086139092 135779.5834077381 -16326.897926182013 68690.348621303026 153553.71018809444 20403.673753720239 -26609.23928137491 144429.46718750001 5898.4293446791899 -13304.102348740847 -80677.835524937735 28344.420703943455 -55150.14651761968 -33208.466992187503 8829.2942357806187 110131.6399568582 -14774.838824194185 -16106.207927139945 16689.246251991255 16170.310917968753 183076.68978794644 -5578.1726980128051 -10405.986518373222 1355.8357758359916 -35006.571123602596
leaf_weight=147919 3966746 164534 7360 2262 286 1839 21 1551 280 23 84 172 22 6203 2596 138 481 94 20 371 79 954 23 461 145 28 6944 1527 4559 442
leaf_count=147919 3966746 164534 7360 2262 286 1839 21 1551 280 23 84 172 22 6203 2596 138 481 94 20 371 79 954 23 461 145 28 6944 1527 4559 442
internal_value=0 87.6696 413.301 3585.09 18590 -431.276 -7384.52 -8271.38 51190.6 10801.1 49024.7 2708.46 3391.56 158.434 -2096.11 -16704.8 -307.558 7703.46 3138.73 24067.9 81174 -2630.6 433.858 -4524 36226.5 93249.1 -1388.99 2677.62 -4020.63 -7339.25
internal_weight=0 351418 186884 13900 2935 10965 3411 3390 566 2369 107 7554 7382 172984 25065 2734 22331 2656 2175 470 99 1705 1611 1415 196 51 19675 7730 11945 7386
internal_count=4318164 351418 186884 13900 2935 10965 3411 3390 566 2369 107 7554 7382 172984 25065 2734 22331 2656 2175 470 99 1705 1611 1415 196 51 19675 7730 11945 7386
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 5 1 0 5 0 3 0 3 0 0 3 6 5 5 5 2 2 5 0 3 3 3 5 5 0
split_gain=3.22106e+11 4.22437e+12 1.18981e+13 8.85709e+12 1.34261e+13 8.63748e+12 4.05336e+12 1.89196e+13 1.57098e+13 1.88702e+13 2.31476e+13 1.97033e+13 1.43074e+13 1.40138e+13 1.09459e+13 1.70311e+13 1.54895e+13 1.16576e+13 7.82811e+12 1.56739e+13 1.56328e+13 2.67811e+13 2.25695e+13 2.16704e+13 2.66584e+13 1.25761e+13 2.45131e+13 2.05895e+13 2.00585e+13 9.21309e+12
threshold=39.718803500000007 43.592450450000008 77.715000000000018 40.205000000000005 47.815000000000005 57.995000000000012 39.714575750000009 47.249522000000006 101.05000000000001 47.297889100000013 13.500000000000002 47.287300150000007 23.500000000000004 47.222459950000008 46.672631750000008 26.500000000000004 1.5000000000000002 58.995000000000012 105.35000000000001 103.45000000000002 5.5000000000000009 4.5000000000000009 142.05000000000004 47.222459950000008 7.5000000000000009 11.500000000000002 16.500000000000004 137.05000000000004 116.06000000000002 47.222459950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -3 12 -9 10 11 -10 18 14 15 17 -16 -14 19 29 21 22 23 24 -20 27 -27 -22 -28 -8
right_child=-2 6 -4 4 5 -7 7 8 9 -11 -12 -13 13 -15 16 -17 -18 -19 20 -21 25 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-8965.5388780391877 23.767775604931707 -17.99566807121467 -52590.721562499995 114746.55173233697 -17196.44305889423 67940.141548295462 -7488.7545914603952 3930.6422916628821 -14104.711517137097 -114962.40833333333 -41139.965567129635 106583.21067708333 105785.69917534722 -21895.747426215279 7635.6771599126223 -34015.988334517046 -44231.519993489586 20591.251831896552 25792.1229244403 -71591.298186238608 5303.4123922413792 122255.45240885418 -74795.003580729172 -41811.474632161466 154917.47712053571 88734.332725694461 -92463.29122596154 -118533.74800000001 22149.27533783784 -856.24879828106771
leaf_weight=36 2457250 1842673 20 23 26 22 6943 5886 31 21 108 24 36 180 1426 22 60 29 67 36 29 27 24 30 21 27 26 25 37 2999
leaf_count=36 2457250 1842673 20 23 26 22 6943 5886 31 21 108 24 36 180 1426 22 60 29 67 36 29 27 24 30 21 27 26 25 37 2999
internal_value=0 -31.3842 18206.1 31439.1 51926 21824.5 -32.629 -1521.22 3031.17 -25742.3 -14247.6 38559.1 -3815.56 4535.33 7559.86 42035.4 5541.44 67775.9 -5238.07 -5726.56 10334.1 30963.4 13605 31584.7 56606.1 -13876.7 9014.5 -52028.6 -25151.1 -5488.06
internal_weight=0 1.86091e+06 127 107 71 48 1.86079e+06 18114 6070 184 163 55 12044 1753 1573 87 1486 65 10291 9978 313 169 142 118 88 144 90 54 63 9942
internal_count=4318164 1860914 127 107 71 48 1860787 18114 6070 184 163 55 12044 1753 1573 87 1486 65 10291 9978 313 169 142 118 88 144 90 54 63 9942
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=31
num_cat=0
split_feature=0 1 0 5 5 2 3 5 4 5 5 6 5 5 1 1 5 1 3 2 1 5 1 3 5 2 3 5 2 3
split_gain=2.84868e+11 5.95693e+12 4.34717e+12 8.79998e+12 1.04682e+13 1.09801e+13 1.31339e+13 1.12637e+13 1.01357e+13 1.92621e+13 3.10413e+13 2.98535e+13 1.82935e+13 2.00969e+13 4.03358e+13 3.56455e+13 3.42662e+13 1.77169e+13 1.97365e+13 1.69912e+13 2.43427e+13 2.0361e+13 1.57106e+13 2.35652e+13 2.02811e+13 1.92134e+13 3.68386e+13 2.98718e+13 3.34306e+13 1.83962e+13
threshold=44.039893800000009 39.188277450000008 43.642715500000008 38.010000000000012 35.985000000000007 10.500000000000002 13.500000000000002 34.010000000000012 2.5000000000000004 66.990000000000023 93.00500000000001 1.5000000000000002 65.045000000000016 69.610000000000014 42.09605220000001 39.630124250000001 67.00500000000001 39.488326500000007 6.5000000000000009 7.5000000000000009 39.630124250000001 114.05000000000001 39.969502550000009 5.5000000000000009 100.05000000000001 8.5000000000000018 6.5000000000000009 76.00500000000001 2.5000000000000004 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 12 17 -11 -12 -5 14 15 -14 -17 18 -10 -13 -21 -22 24 -24 25 26 27 -15 -29 -25
right_child=-2 2 3 8 -6 -7 7 -9 9 10 11 19 13 22 -16 16 -18 -19 -20 20 21 -23 23 29 -26 -27 -28 28 -30 -31
leaf_value=-31884.285115840521 -4.2463121718637513 -84.179135353053084 929.7898083737241 3319.6217799107626 -10371.446244011706 37978.853053977269 -44655.689343603975 37103.148466796876 27225.393327180635 -11998.730194867274 -32536.758029556277 25829.019574483238 25434.594712936047 -42642.516626602563 9518.0801931236547 82833.892883300781 247227.97470238098 5416.8606625770226 136939.08265625002 54590.457608695659 -139778.85475852274 -367.59367187500004 -5169.2701819329213 43491.523392380339 -102502.42078804348 71788.004795258617 -76434.541922883058 1727.0292564655174 163166.8534434443 -16908.703035481773
leaf_weight=58 4203278 97915 3670 6560 1123 77 107 20 91 2054 128 576 43 39 145 32 21 1337 20 23 22 20 263 316 23 29 62 29 23 60
leaf_count=58 4203278 97915 3670 6560 1123 77 107 20 91 2054 128 576 43 39 145 32 21 1337 20 23 22 20 263 316 23 29 62 29 23 60
internal_value=0 155.358 171.541 1651.99 -1870.43 593.858 -164.279 -31780.3 3129.12 -772.852 -5582.53 11555.1 5309.03 17337.1 42806.1 93085 147971 8604.03 46993.6 20359.8 -28106.2 -73392.5 10064.6 17792.3 -14023.3 -2841.9 -16987.4 23515 73133.1 33853.2
internal_weight=0 114886 114828 16913 4997 3874 3797 127 11916 4271 2823 769 7645 1085 241 96 53 1448 111 641 65 42 844 639 205 182 153 91 52 376
internal_count=4318164 114886 114828 16913 4997 3874 3797 127 11916 4271 2823 769 7645 1085 241 96 53 1448 111 641 65 42 844 639 205 182 153 91 52 376
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=31
num_cat=0
split_feature=1 1 5 4 5 0 3 3 5 0 0 0 5 5 4 5 0 2 5 0 4 5 3 2 3 0 2 5 3 5
split_gain=2.77506e+11 3.60505e+12 7.16377e+12 1.08255e+13 1.04559e+13 9.43722e+12 8.95532e+12 1.37258e+13 1.35804e+13 1.84742e+13 9.70843e+12 2.53971e+13 1.55343e+13 1.31734e+13 1.17361e+13 3.05686e+13 8.95711e+12 1.21313e+13 1.57078e+13 1.55914e+13 1.18165e+13 1.3843e+13 9.05447e+12 8.39355e+12 9.00168e+12 1.5997e+13 8.08759e+12 7.2318e+12 1.14061e+13 1.99567e+13
threshold=39.704585000000002 39.714575750000009 40.005000000000003 1.0000000180025095e-35 62.015000000000008 47.272352350000006 15.500000000000002 21.500000000000004 41.365000000000002 47.208883950000008 47.208883950000008 47.222459950000008 76.730000000000018 83.010000000000005 3.5000000000000004 120.05000000000001 47.272352350000006 9.5000000000000018 89.00500000000001 47.228519500000004 2.5000000000000004 78.710000000000022 19.500000000000004 12.500000000000002 11.500000000000002 43.642715500000008 3.5000000000000004 90.015000000000015 27.500000000000004 114.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 26 -2 8 10 9 -5 13 12 -12 -8 15 16 17 19 20 -13 21 -19 -21 24 -10 -26 -4 -9 29 -29
right_child=1 -3 3 6 -6 -7 7 27 23 -11 11 14 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-29.608570164997754 -5377.7999924674405 11.988648006913014 109867.29168294271 121139.09987792969 -8073.6875279017859 3691.4921549755254 -34813.746566514848 -2562.5607161548583 1418.2066106864083 17203.048068806278 32011.959817708339 92531.924565972236 135578.75851004463 51432.310869565219 75913.890893554693 -87046.469153645841 23213.415372470754 1041.6205771169355 -73918.747877412694 19645.356127929688 62470.235389122601 -82095.670868716028 -43441.763942307698 26913.225193684899 -46335.871014284625 -4400.8099436357388 27771.851774088544 78966.750692806614 -30828.163310185188 -30945.472094726563
leaf_weight=1826521 2860 2475491 24 20 28 1916 77 1037 7650 118 30 27 28 23 30 30 617 155 34 182 26 23 26 120 102 841 24 53 27 24
leaf_count=1826521 2860 2475491 24 20 28 1916 77 1037 7650 118 30 27 28 23 30 30 617 155 34 182 26 23 26 120 102 841 24 53 27 24
internal_value=0 21.7048 1510.83 2875.39 40490.5 -1739.45 2622.41 7974.25 1141.6 32266.2 14966.5 17445.2 82009.7 -14977.2 14188.9 12535.6 15276.4 4922.98 -10990.6 21039.7 -502.564 -9700.84 11759.5 648.632 281.85 -8936.73 68819.6 -41.3579 25097.9 44708.4
internal_weight=0 2.49164e+06 16152 11376 76 4776 11300 2449 8851 138 1308 1208 58 100 1150 1120 1090 473 238 235 204 178 208 8713 8593 943 48 1141 104 77
internal_count=4318164 2491643 16152 11376 76 4776 11300 2449 8851 138 1308 1208 58 100 1150 1120 1090 473 238 235 204 178 208 8713 8593 943 48 1141 104 77
is_linear=0
shrinkage=0.1


Tree=4608
num_leaves=31
num_cat=0
split_feature=3 2 0 6 5 0 1 1 0 5 5 1 1 3 3 1 5 5 3 3 1 1 5 5 0 0 3 5 1 0
split_gain=2.79081e+11 2.87232e+12 1.79061e+13 1.53492e+13 1.41438e+13 2.22525e+13 4.78931e+13 2.0914e+13 1.91456e+13 1.37879e+13 2.59273e+13 1.92157e+13 5.41256e+13 4.36923e+13 1.51469e+13 2.14596e+13 1.3405e+13 2.52941e+13 1.3132e+13 1.28453e+13 3.13865e+13 3.94201e+13 7.35069e+13 3.9459e+13 3.67654e+13 3.10983e+13 2.92331e+13 2.46085e+13 2.32805e+13 2.41226e+13
threshold=9.5000000000000018 2.5000000000000004 50.565831500000009 1.5000000000000002 89.00500000000001 50.973130900000008 36.585378200000001 20.507360500000004 53.242949050000007 116.06000000000002 118.33500000000002 38.92948375000001 38.959914000000005 16.500000000000004 11.500000000000002 39.003296000000006 120.05000000000001 125.85000000000001 12.500000000000002 22.500000000000004 37.642309100000013 37.752451500000006 72.705000000000013 42.205000000000005 55.885524800000006 55.708120100000009 24.500000000000004 87.395000000000024 37.457850350000008 55.885524800000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 19 6 -6 -7 -9 -2 -11 -12 13 -13 15 -14 -17 -18 -8 -5 27 22 23 -22 25 -25 -27 28 -21 -30
right_child=1 -3 3 4 5 7 18 8 -10 10 11 12 14 -15 -16 16 17 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-28.165359432815947 1599.4784167216237 68.511755560261449 219.67252815460472 -765.35145749520927 -24519.179362425086 -74748.009090909094 52172.345684523811 -25635.537465386285 -4388.6007961556279 95717.310436698725 -49808.491339760643 198129.68805803571 117644.33722826088 21469.589062500003 -9810.8914563630751 -32794.967791193187 109752.13487903227 5723.6619888466284 136469.91773200757 -3084.3977314180956 -28380.509737380009 -9499.6912638447666 104326.70228365385 -53370.444652210586 -11115.705360921223 -286480.91071428574 -134639.44096679689 85949.238717830885 28841.882581229234 -32847.399350717911
leaf_weight=1938624 36020 2030324 154965 143129 73 44 42 450 7371 39 47 28 23 28 266 44 31 95 33 2857 94 2862 26 22 24 21 32 34 442 74
leaf_count=1938624 36020 2030324 154965 143129 73 44 42 450 7371 39 47 28 23 28 266 44 31 95 33 2857 94 2862 26 22 24 21 32 34 442 74
internal_value=0 22.9465 -241.968 -487.059 -1181.84 -5274.98 33140.8 -5997.87 -5611.09 1850.12 16871.8 11400.3 16986.4 109800 5662.76 26989.1 14724 31318 89263.3 -962.627 -5314.63 -12628.7 -53519.5 -74783.7 -118843 -153316 -194803 1299.55 446.273 19995
internal_weight=0 2.37954e+06 349216 312595 157630 8013 148 7865 7821 36621 601 562 515 56 459 193 170 126 75 149617 6488 3081 219 193 99 75 53 3407 3373 516
internal_count=4318164 2379540 349216 312595 157630 8013 148 7865 7821 36621 601 562 515 56 459 193 170 126 75 149617 6488 3081 219 193 99 75 53 3407 3373 516
is_linear=0
shrinkage=0.1


Tree=4609
num_leaves=31
num_cat=0
split_feature=6 3 1 1 3 3 0 1 3 3 0 2 3 5 3 1 3 5 5 5 5 5 5 1 0 5 5 0 5 5
split_gain=3.47508e+11 1.1238e+13 1.18787e+13 2.49226e+13 2.81462e+13 2.94963e+13 2.80851e+13 2.1759e+13 2.17411e+13 1.93346e+13 2.59588e+13 1.77723e+13 2.64791e+13 1.71472e+13 1.63151e+13 1.51196e+13 1.44916e+13 1.5329e+13 1.35071e+13 4.15635e+13 1.12539e+13 2.36151e+13 2.77157e+13 2.52065e+13 2.30412e+13 4.00509e+13 5.18574e+13 2.66206e+13 3.75467e+13 2.69247e+13
threshold=1.5000000000000002 8.5000000000000018 49.073956850000009 49.111504200000006 7.5000000000000009 5.5000000000000009 55.860536450000005 47.981192400000005 6.5000000000000009 4.5000000000000009 55.793358600000012 3.5000000000000004 5.5000000000000009 39.995000000000012 7.5000000000000009 47.554129950000011 5.5000000000000009 100.05000000000001 62.995000000000012 67.520000000000024 55.990000000000002 77.715000000000018 78.710000000000022 30.160599000000001 59.896318000000008 63.855000000000011 65.50500000000001 59.932719750000011 67.990000000000023 66.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 9 11 -7 18 -11 12 -1 -6 16 -13 -9 -18 -4 -20 -14 24 -23 -24 -22 -26 -27 -28 29 -29
right_child=-2 -3 3 -5 13 8 -8 14 -10 10 -12 15 20 -15 -16 -17 17 -19 19 -21 21 22 23 -25 25 26 27 28 -30 -31
leaf_value=-216.79608121603852 18.297478888627893 45.563296600796079 -861.27447495175556 -2113.1295659951393 -19259.588440583884 98794.318080357159 -87283.868209134613 9526.5157095641171 11585.341475110177 76219.52428385416 -30825.809904615948 1717.1437178643421 -2889.2163819596935 -64660.375662495178 -417.37746292476209 -12110.959195883561 39048.449779334442 -41900.335109375003 166814.15179687503 -23384.841666666667 -9547.1935336812185 49238.404348466982 -30112.522268473305 913.85299716780867 -64620.52529428844 77850.631122159102 -54200.023735952127 14307.976679687499 11005.930113490227 -129703.45181851774
leaf_weight=31090 3049503 1163355 251 28093 171 35 52 662 156 24 404 27634 8039 162 801 814 364 25 20 27 3253 106 300 2059 222 55 187 20 243 37
leaf_count=31090 3049503 1163355 251 28093 171 35 52 662 156 24 404 27634 8039 162 801 814 364 25 20 27 3253 106 300 2059 222 55 187 20 243 37
internal_value=0 -43.982 -1033.22 -2739.98 -16265.5 -7646.33 -16291 -372.314 27566 -11206.1 -24823.3 -640.045 -1863.46 -41346.5 10333.9 1321.47 18527.8 33846.1 8351.38 57550.9 -5389.03 -8489.31 -784.123 -3031.85 -13217.5 -28845.3 -14192 -24586.9 -6128.09 -79173.1
internal_weight=0 1.26866e+06 105306 29395 1302 969 778 75911 191 726 428 74059 45611 333 1852 28448 1051 389 298 47 14521 6482 2465 2359 4017 764 542 487 300 57
internal_count=4318164 1268661 105306 29395 1302 969 778 75911 191 726 428 74059 45611 333 1852 28448 1051 389 298 47 14521 6482 2465 2359 4017 764 542 487 300 57
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 2 4 3 4 1 0 3 1 4 4 1 1 0 3 1 3 3 3 1 0 4 0 4 3 4
split_gain=3.08727e+11 1.27746e+12 2.34757e+12 5.52677e+12 9.41266e+12 6.44063e+12 3.66995e+12 2.88336e+12 5.48537e+12 1.94435e+12 1.32073e+13 7.44284e+12 5.73849e+12 5.70008e+12 5.81009e+12 5.41979e+12 5.43734e+12 5.86803e+12 6.95653e+12 3.30833e+12 1.07031e+13 1.36021e+13 8.40697e+12 5.78575e+12 5.65058e+12 5.24542e+12 5.27136e+12 5.06058e+12 4.49266e+12 1.29523e+13
threshold=225.45000000000002 114.17164950000002 83.761389800000003 53.310923100000004 55.299834250000011 1.5000000000000002 2.5000000000000004 9.5000000000000018 3.5000000000000004 82.911991800000024 55.014170500000006 13.500000000000002 82.907204800000002 2.5000000000000004 3.5000000000000004 82.837870700000011 65.551978750000004 54.990279300000005 5.5000000000000009 60.601268000000012 13.500000000000002 3.5000000000000004 2.5000000000000004 50.227799100000006 55.416472000000006 4.5000000000000009 53.719078300000007 7.5000000000000009 4.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 -5 -4 -7 8 -6 12 13 -12 15 -11 -15 16 19 -18 -19 23 21 22 -21 27 -23 26 -25 -2 -28 -30
right_child=1 -3 3 4 7 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 18 -20 20 -22 24 -24 25 -26 -27 28 -29 29 -31
leaf_value=-0.84044285286427134 938.6117843238344 -15908.891015625 35529.952513586955 66706.010114020275 45915.67768841912 -968.43830566406257 -51307.406093750003 -25490.578218005954 -9037.4692007211543 -53442.795856781006 -83655.417300907255 -5410.0574999999999 50419.575382486983 48064.447625000001 -845.98432313444471 -49297.637202380953 -14581.798753906252 2058.3222812500003 70342.704771959456 -6184.175930059524 -60563.812543402775 37876.792490900218 -94641.345010653415 46270.06345358456 -1562.6560200058411 47481.378724563954 28584.124609375001 -34498.980487804882 6162.1486310810069 -79830.4375
leaf_weight=4313902 2350 45 23 37 34 28 30 21 39 20 31 20 24 25 852 21 25 25 37 21 36 55 22 34 107 43 55 41 141 20
leaf_count=4313902 2350 45 23 37 34 28 30 21 39 20 31 20 24 25 852 21 25 25 37 21 36 55 22 34 107 43 55 41 141 20
internal_value=0 850.68 1029.52 11284.6 23980.9 -9248.76 -27005.8 7163.51 16557.1 486.681 -3469.98 -52971 1713.67 -655.544 548.27 1328.27 1681.24 26317.2 42808.7 948.474 -10274.9 -1443.7 -51441.3 1956.24 11827.3 15219.3 9670.25 330.941 3909.17 -4520.16
internal_weight=0 4262 4217 212 131 81 58 94 73 4005 948 51 3057 897 877 3033 3012 87 62 2925 241 205 43 2684 162 293 250 2391 216 161
internal_count=4318164 4262 4217 212 131 81 58 94 73 4005 948 51 3057 897 877 3033 3012 87 62 2925 241 205 43 2684 162 293 250 2391 216 161
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=31
num_cat=0
split_feature=1 2 0 5 0 3 2 2 1 3 0 3 2 3 5 5 6 3 6 0 5 1 4 5 3 5 5 5 5 5
split_gain=3.03315e+11 3.26598e+12 9.20336e+12 1.49877e+13 2.43349e+13 1.96078e+13 1.55921e+13 2.71303e+13 1.20817e+13 1.41661e+13 1.08176e+13 1.94258e+13 2.04638e+13 9.06359e+12 1.55816e+13 1.3326e+13 9.47534e+12 8.52252e+12 7.82706e+12 2.47459e+13 1.54163e+13 3.60912e+13 3.26825e+13 1.913e+13 1.71248e+13 1.83841e+13 2.19512e+13 1.35804e+13 1.33604e+13 3.38327e+13
threshold=30.207352000000004 11.500000000000002 59.990816400000007 60.005000000000003 60.003414000000006 15.500000000000002 13.500000000000002 15.500000000000002 30.160599000000001 17.500000000000004 59.982527000000012 16.500000000000004 13.500000000000002 15.500000000000002 53.995000000000012 39.995000000000012 1.5000000000000002 22.500000000000004 1.5000000000000002 59.863160500000006 71.00500000000001 30.160599000000001 2.5000000000000004 78.710000000000022 15.500000000000002 94.040000000000006 79.730000000000018 109.05000000000001 91.050000000000011 94.040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 13 6 -6 17 -8 -7 -10 18 12 -12 14 15 16 -4 -5 19 27 -20 24 -23 -24 25 26 -22 28 -3 -30
right_child=-2 2 3 4 5 8 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=398.54410859512495 -3.8178818437033102 -3815.7312181738362 -88526.160665760865 -23488.267978515625 50606.569734863282 11888.715620117189 158706.272171875 44356.315051869882 -6599.5699125744059 -89752.571992187513 -30948.692170715334 -55896.995495731317 96092.963355654763 2822.3247817230226 -106111.67162620908 41908.127438256051 411.19265625000003 54000.469939630682 -2313.0214663114921 17328.578310231234 19051.578906250001 -94662.346875000003 30677.188141741077 -32322.473090904987 -4503.1608207888721 -24854.891083559785 147786.99752103366 -83025.250892857148 135875.11139322919 5534.6738120054588
leaf_weight=78120 4230377 2844 23 40 50 60 25 122 42 40 32 97 21 640 21 31 25 22 3811 758 27 77 56 346 246 23 26 21 24 117
leaf_count=78120 4230377 2844 23 40 50 60 25 122 42 40 32 97 21 640 21 31 25 22 3811 758 27 77 56 346 246 23 26 21 24 117
internal_value=0 183.98 -1549.93 6884.53 22453.8 -3248.09 46065.1 63803.6 -22211 -47162 -2678.68 -29296.1 19388.6 -1552.33 -29550.2 -9198.35 -42204.6 4007.74 -2202.01 1181.76 -4963.61 -17574.6 -34978.4 -23546.4 8314.95 49805.2 82204.8 -2889.86 -2326.09 27720.3
internal_weight=0 87787 9667 1141 401 192 209 147 142 82 8526 150 53 740 100 79 48 62 8376 3764 4612 801 479 402 322 76 53 3006 2985 141
internal_count=4318164 87787 9667 1141 401 192 209 147 142 82 8526 150 53 740 100 79 48 62 8376 3764 4612 801 479 402 322 76 53 3006 2985 141
is_linear=0
shrinkage=0.1


Tree=4612
num_leaves=31
num_cat=0
split_feature=4 3 3 0 0 5 0 0 0 5 0 0 0 5 5 3 5 5 5 5 0 3 3 1 2 3 1 2 0 3
split_gain=3.00168e+11 2.37338e+12 4.92405e+12 7.21229e+12 7.68719e+12 1.28443e+13 1.1007e+13 8.68598e+12 6.67892e+12 5.51779e+12 1.02062e+13 5.04968e+12 5.09449e+12 1.27467e+13 1.39698e+13 1.7381e+13 1.1414e+13 4.82315e+12 5.36893e+12 2.30192e+13 2.64693e+13 2.41975e+13 2.26763e+13 2.84292e+13 2.63094e+13 1.93346e+13 4.49219e+13 1.91327e+13 1.86558e+13 2.06747e+13
threshold=4.5000000000000009 7.5000000000000009 8.5000000000000018 44.982728700000003 59.820733200000006 128.92000000000004 55.002082750000007 56.831297550000009 53.973051950000006 23.035000000000004 55.745923000000012 42.966471700000007 44.039893800000009 161.85000000000002 177.02500000000003 10.500000000000002 95.020000000000024 33.395000000000003 132.05000000000004 150.04500000000004 59.904813200000007 12.500000000000002 15.500000000000002 55.912026600000011 12.500000000000002 11.500000000000002 36.761894450000007 2.5000000000000004 55.899899800000007 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -8 -7 10 -4 -11 13 16 -15 -16 -13 -14 27 20 25 -21 23 -23 -25 -20 -27 -19 -28 -30
right_child=1 2 9 4 -6 6 7 -9 -10 11 -12 12 17 14 15 -17 -18 18 19 21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-1.5235820019001611 -864.17536471103199 -25515.752343750002 18688.158984375001 79686.848125000004 -34305.032431175598 19807.410387731481 -27414.734733072921 35849.504963235297 93139.230230978268 30584.797451833951 -78036.617838541672 -63415.731036086312 43866.19229600695 -115941.80461309524 24886.345875459563 -87670.527105978268 16704.298218615302 11446.010784058652 35982.631750311368 -13309.362380960054 102181.01750102796 3482.0341687148875 3326.3384328902011 49199.818830523582 175906.3582880435 -137763.78774857955 26828.68401632705 -4930.1129571206193 -54463.003550741123 38138.948828125001
leaf_weight=4303792 6991 36 20 40 21 27 60 34 23 59 24 21 27 21 34 23 116 944 276 856 38 89 1243 57 23 22 217 2921 73 36
leaf_count=4303792 6991 36 20 40 21 27 60 34 23 59 24 21 27 21 34 23 116 944 276 856 38 89 1243 57 23 22 217 2921 73 36
internal_value=0 456.247 1706.9 15765.6 23015 29556.9 15632 -4531.92 53540 1232.37 -34070.8 1451.27 1207.01 -13949.3 -46218.8 -20531.3 4423.13 1684.67 1517.06 4745.48 21151.5 -43.2269 7999.13 42367.7 85627.9 16217 540.874 -930.356 9874.32 -23878.9
internal_weight=0 14372 7381 241 205 184 144 94 50 7140 44 7096 7037 215 78 57 137 6822 6795 2930 662 2268 1412 169 80 624 348 3865 326 109
internal_count=4318164 14372 7381 241 205 184 144 94 50 7140 44 7096 7037 215 78 57 137 6822 6795 2930 662 2268 1412 169 80 624 348 3865 326 109
is_linear=0
shrinkage=0.1


Tree=4613
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 5 1 1 6 5 5 3 5 5 2 3 0 5 3 3 5 5 1 5 4 5 3 5 3 3
split_gain=2.94746e+11 2.59695e+12 1.6831e+13 2.69138e+13 2.80984e+13 4.34391e+13 2.05064e+13 1.88404e+13 2.14721e+13 1.63963e+13 3.08315e+13 2.23363e+13 1.55947e+13 1.45505e+13 1.36275e+13 1.35102e+13 1.27485e+13 1.64888e+13 1.78321e+13 1.20015e+13 1.19811e+13 1.21036e+13 1.04468e+13 9.71313e+12 9.2614e+12 1.00079e+13 8.92882e+12 8.62867e+12 8.35663e+12 8.34102e+12
threshold=56.635684300000008 57.106514900000001 65.58467570000002 65.659480050000013 1.5000000000000002 92.035000000000011 65.610478850000007 61.284352600000013 1.5000000000000002 83.010000000000005 101.05000000000001 9.5000000000000018 72.705000000000013 39.805000000000007 13.500000000000002 6.5000000000000009 56.663136550000011 50.005000000000003 5.5000000000000009 6.5000000000000009 60.005000000000003 54.410000000000004 28.619594500000002 120.05000000000001 1.5000000000000002 80.00500000000001 15.500000000000002 28.035000000000004 19.500000000000004 18.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 12 22 26 24 14 -12 -4 19 -11 -15 -5 27 -19 -6 21 -8 -2 29 -10 -26 -9 -18 -21 -17
right_child=1 -3 3 16 13 -7 20 8 9 10 11 -13 -14 15 -16 23 17 18 -20 28 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-13.890763576874541 -52123.634151418584 -48.103742176900482 31804.526816030651 3750.3695134804893 -11210.565235832557 167823.8125 9965.6346174191203 -1680.6607895677666 -1608.7457424027241 -42099.440926011033 -56086.645820312508 73343.665019531254 100625.58024704392 23014.073947680034 -124115.34059103263 4238.6295685635405 26019.007131310667 -2441.6094185140769 -24226.828574224957 23682.360801398445 -15837.731777093351 76626.219140625006 313.34943344233449 -37959.025538793103 -10283.845867817083 31952.169270833332 11267.646977411538 -1089.295540270801 -14421.581653225807 -7961.4583363322472
leaf_weight=3366502 38 706756 299 1946 134 21 156 1193 2402 170 20 40 37 347 23 6208 132 719 787 803 156 33 222863 58 3561 57 962 1063 62 616
leaf_count=3366502 38 706756 299 1946 134 21 156 1193 2402 170 20 40 37 347 23 6208 132 719 787 803 156 33 222863 58 3561 57 962 1063 62 616
internal_value=0 49.1385 329.763 3751.67 6963.45 26167.5 21799.3 128.927 -4512.2 -7470.63 -32409.3 30200.2 39383 5324.99 -51873.4 3761.71 -2420.32 -6866.14 -13826 16637.2 4674.26 21604.8 304.41 2790.98 -6422.54 -9618.44 4099.51 1905.09 20951.2 3137.33
internal_weight=0 951662 244906 13577 8930 702 681 231329 8428 6273 253 60 336 8228 193 7229 4647 2701 1506 999 345 189 222901 6882 6020 3618 2155 1195 865 6824
internal_count=4318164 951662 244906 13577 8930 702 681 231329 8428 6273 253 60 336 8228 193 7229 4647 2701 1506 999 345 189 222901 6882 6020 3618 2155 1195 865 6824
is_linear=0
shrinkage=0.1


Tree=4614
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 1 1 1 5 1 0 0 0 1 5 4 5 5 1 1 5 1 5 3 5 5 2 0 5 6
split_gain=3.16938e+11 2.82163e+12 1.07308e+13 8.664e+12 1.4873e+13 1.1249e+13 7.83582e+12 7.43837e+12 6.53588e+12 6.32703e+12 1.21659e+13 1.39174e+13 8.96955e+12 8.94135e+12 1.26635e+13 8.45963e+12 1.02865e+13 1.19136e+13 1.44446e+13 1.05369e+13 9.2613e+12 2.22542e+13 1.38264e+13 9.2123e+12 8.63522e+12 1.24511e+13 2.08781e+13 1.19252e+13 1.7298e+13 1.11097e+13
threshold=3.5000000000000004 56.802385350000009 56.782419000000012 56.838612000000005 88.015000000000015 61.310823700000007 53.140944450000006 60.528664650000003 68.52500000000002 60.55755580000001 57.178027650000011 57.106514900000001 56.895161300000005 60.648383500000008 55.005000000000003 3.5000000000000004 150.04500000000004 112.04500000000002 39.826386800000009 39.925119750000007 80.815000000000012 30.578016350000002 90.015000000000015 2.5000000000000004 89.00500000000001 86.02500000000002 1.5000000000000002 57.814144100000007 87.395000000000024 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -4 -8 -9 10 11 -5 13 -11 -15 24 17 20 23 -20 21 -17 -22 -19 25 -12 -27 -28 -29 -26
right_child=-2 3 6 9 -6 -7 7 8 -10 12 15 -13 -14 14 -16 16 -18 18 19 -21 22 -23 -24 -25 29 26 27 28 -30 -31
leaf_value=204.90128635525818 -6.6315926480040988 -10083.441274289733 -24530.95485839844 -5702.9506418720675 -69167.859740584943 16202.26495563426 15058.043586483851 2588.768907252721 -42676.512890625003 2218.9002159344773 -585.54521890465287 -37946.768114541781 491.66694494313833 8061.9263625907106 36920.163815403408 102239.2947202621 -12927.530817921957 -34161.239416503908 106695.07410714286 34855.461782525512 -22456.431823476159 8350.4524058622465 11820.990145874024 25194.13933839598 18110.597735495645 -20725.333483664774 101052.97042335305 -32190.254026442308 77621.846807861337 -14190.50807405424
leaf_weight=201033 4074053 1215 66 2645 39 188 988 280 36 911 26521 141 7124 478 223 31 192 32 35 49 192 136 304 143 122 55 37 26 32 837
leaf_count=201033 4074053 1215 66 2645 39 188 988 280 36 911 26521 141 7124 478 223 31 192 32 35 49 192 136 304 143 122 55 37 26 32 837
internal_value=0 110.677 265.01 -638.277 -8254.44 -6561.19 9085.26 10786.7 -2568.04 -365.528 -1025.35 -7334.82 2015.89 8751.99 17242.2 -413.805 8129.97 12515 30702.1 64788.6 5410.3 25778.9 -1447.69 14340.6 -758.277 -423.052 28306.8 56693.8 28395.7 -10081.3
internal_weight=0 244111 202403 41708 1442 1403 1370 1304 316 40266 31530 2786 8736 1612 701 28744 1114 922 259 84 663 167 496 175 27630 26671 150 95 58 959
internal_count=4318164 244111 202403 41708 1442 1403 1370 1304 316 40266 31530 2786 8736 1612 701 28744 1114 922 259 84 663 167 496 175 27630 26671 150 95 58 959
is_linear=0
shrinkage=0.1


Tree=4615
num_leaves=31
num_cat=0
split_feature=6 4 5 3 5 1 1 1 1 2 0 0 2 0 0 1 3 2 1 1 5 0 3 0 0 1 0 3 1 1
split_gain=3.01817e+11 1.034e+13 2.27785e+13 4.26854e+13 2.9458e+13 4.70876e+13 4.83751e+13 3.98401e+13 3.07515e+13 2.45919e+13 2.42815e+13 2.50078e+13 1.98565e+13 1.94175e+13 8.60491e+13 9.97013e+13 4.76973e+13 3.67746e+13 3.50637e+13 3.46781e+13 3.46956e+13 4.57993e+13 5.11009e+13 3.05336e+13 2.74162e+13 4.04788e+13 8.68902e+13 5.70533e+13 5.04865e+13 4.34582e+13
threshold=1.5000000000000002 2.5000000000000004 80.00500000000001 17.500000000000004 59.245000000000012 82.907204800000002 83.093115700000013 82.897133550000021 30.323743050000001 14.500000000000002 59.990816400000007 60.035045000000004 8.5000000000000018 59.963407450000012 59.982527000000012 30.332994000000003 14.500000000000002 4.5000000000000009 30.160599000000001 37.726745000000001 62.015000000000008 59.939091550000008 16.500000000000004 44.732363600000006 55.924336300000007 30.315880100000005 59.939091550000008 7.5000000000000009 30.207352000000004 30.102666750000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 7 9 13 12 -7 -10 -12 -3 19 15 16 17 -15 -16 20 21 -6 -23 -22 -25 27 -27 29 -29 -26
right_child=-2 2 -4 -5 5 6 -8 -9 10 -11 11 -13 -14 14 18 -17 -18 -19 -20 -21 23 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-171.82007101239083 17.0521940446021 14740.662266677951 -294.00501049400714 -929.49706836537609 37896.422426543184 21561.895121401893 3572.7234111434673 -27755.869828287763 343.39701431611525 66214.482729116586 -59693.476744981752 -3705.1674334301374 68391.236629065694 126212.45772705079 83240.494674246656 4079.9843752583497 176680.22187500002 20971.450498188409 3159.9439471535779 5966.018140995644 -105090.41755118535 14319.771642127404 -109544.23698979593 -6108.6153017995402 -52016.158837890631 22717.58091279076 -39510.58520451255 9441.1548113858407 -31349.165986569977 79739.928286345108
leaf_weight=1048467 3049503 233 126420 36171 455 2407 2194 396 19690 130 137 191 98 64 56 189 64 69 2314 18879 29 104 49 6512 32 1679 259 511 747 115
leaf_count=1048467 3049503 233 126420 36171 455 2407 2194 396 19690 130 137 191 98 64 56 189 64 69 2314 18879 29 104 49 6512 32 1679 259 511 747 115
internal_value=0 -40.9887 581.973 1762.91 3453.57 5124.9 14446.4 3768.94 393.764 23850 -106.115 -27090.5 30625.1 4157.52 12183.2 55967 105747 71613.7 5052.14 3404.44 -1204.8 21981 -25349.1 -2631.04 -2329.53 5031.93 14401.2 -7891.69 -14780.1 51058.3
internal_weight=0 1.26866e+06 220194 93774 57603 37254 4731 32523 20349 2537 20018 328 331 32127 2756 386 197 133 2370 29371 10492 608 153 9884 9855 3343 1938 1405 1258 147
internal_count=4318164 1268661 220194 93774 57603 37254 4731 32523 20349 2537 20018 328 331 32127 2756 386 197 133 2370 29371 10492 608 153 9884 9855 3343 1938 1405 1258 147
is_linear=0
shrinkage=0.1


Tree=4616
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 1 2 6 5 5 4 5 5 0 1 1 5 5 1 0 5 4 5 3 5 3 1 3 4 2
split_gain=3.23929e+11 4.23985e+12 1.61766e+13 1.28083e+13 2.05639e+13 5.02787e+13 3.74997e+13 2.75374e+13 2.63922e+13 5.31695e+13 2.67461e+13 2.30164e+13 2.12271e+13 1.79424e+13 2.33908e+13 2.10138e+13 1.74296e+13 1.38538e+13 1.30579e+13 2.47461e+13 2.25847e+13 3.81242e+13 5.10012e+13 4.54854e+13 3.75463e+13 4.88859e+13 3.90867e+13 3.5139e+13 3.41305e+13 4.09457e+13
threshold=38.633372000000001 44.732363600000006 37.777459000000007 8.5000000000000018 7.5000000000000009 38.096381250000007 6.5000000000000009 1.5000000000000002 77.00500000000001 60.310000000000009 2.5000000000000004 73.010000000000005 42.405000000000008 44.580511600000001 37.914142000000005 38.096381250000007 38.610000000000007 58.995000000000012 38.058342000000003 44.580511600000001 68.52500000000002 2.5000000000000004 92.035000000000011 13.500000000000002 82.00500000000001 11.500000000000002 38.096381250000007 10.500000000000002 3.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 13 -6 9 -9 11 -11 -7 15 -15 -4 -16 -17 19 -5 -20 24 23 -23 26 27 -22 -26 29 -24
right_child=-2 -3 3 18 5 12 -8 8 -10 10 -12 -13 -14 14 16 17 -18 -19 20 -21 21 22 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-1477.7631695655182 -17.868002031179209 9.734314314949561 -1698.8523588992912 72918.196771364805 -5878.3666480087659 34162.213290777443 -30592.228466016877 26956.99404260773 -20157.928350750812 55617.424158544447 190996.19112548829 166259.89110054349 -47090.434031564597 2282.9373551712943 -4194.968938017174 16259.771992958751 20465.41754684327 -5231.0877351950148 -12085.06908396017 1650.0174499019327 71086.664730623466 -28532.109158686158 -49738.334595788045 -160916.89366319447 23370.244966947117 39553.348559816921 -59175.929417067317 -122656.09058593749 -73662.474308488177 59505.717154224534
leaf_weight=15343 3029015 1249634 5379 49 205 41 313 541 77 103 24 23 149 2269 338 1267 1885 393 1818 8553 202 93 46 36 26 99 26 45 37 135
leaf_count=15343 3029015 1249634 5379 49 205 41 313 541 77 103 24 23 149 2269 338 1267 1885 393 1818 8553 202 93 46 36 26 99 26 45 37 135
internal_value=0 41.9831 1061.83 2673.81 4806.52 17495.4 3560.56 26683.4 35375.1 41563.3 94243.2 75814.1 -29557 4487.61 9425.51 1336.44 16715.9 11171.9 189.257 2055.99 -6075.9 8588.08 -15638.9 -65476.7 29710.6 -5859.51 56232.2 -69181.7 13852.3 31742
internal_weight=0 1.28915e+06 39515 24172 13007 1163 11844 973 768 691 150 126 190 11531 4492 7039 2223 1660 11165 8602 2563 745 347 129 398 170 228 71 218 181
internal_count=4318164 1289149 39515 24172 13007 1163 11844 973 768 691 150 126 190 11531 4492 7039 2223 1660 11165 8602 2563 745 347 129 398 170 228 71 218 181
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=31
num_cat=0
split_feature=3 0 6 0 0 2 4 6 1 1 1 1 5 4 2 5 5 5 5 5 5 1 5 2 3 5 0 5 1 5
split_gain=3.09162e+11 4.45317e+12 7.1628e+12 4.38495e+12 1.11111e+13 1.27544e+13 2.01781e+13 3.22594e+13 1.5896e+13 5.68973e+13 3.44049e+13 3.00917e+13 4.63937e+13 4.69456e+13 3.87663e+13 2.834e+13 3.10854e+13 2.64834e+13 4.50926e+13 2.47628e+13 2.18815e+13 2.07769e+13 2.06182e+13 1.86147e+13 1.83908e+13 1.6453e+13 1.47114e+13 1.30154e+13 2.05384e+13 4.80229e+13
threshold=17.500000000000004 42.966471700000007 1.5000000000000002 45.013473000000012 45.029420750000007 2.5000000000000004 1.5000000000000002 1.5000000000000002 39.032393150000004 39.036172050000012 39.041623000000008 39.080602550000002 107.05000000000001 2.5000000000000004 17.500000000000004 87.395000000000024 95.020000000000024 72.705000000000013 81.910000000000011 85.020000000000024 137.05000000000004 40.810045900000013 118.33500000000002 14.500000000000002 18.500000000000004 71.715000000000018 45.022371150000005 60.905000000000008 38.984911950000004 103.45000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8 -7 17 25 12 13 19 -14 26 -17 -10 -19 24 -16 22 -13 -18 -12 -11 -15 -9 29 -29
right_child=1 3 -4 4 -6 8 7 27 9 10 11 21 14 15 20 16 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-11.976730961636285 1879.1016725852276 -1146.1596747146284 63297.836449353446 -1672.7297082072155 64.133024125071643 -956.44623769751161 125392.16339142628 74840.819150904601 42112.686758961398 -80940.506001486719 43034.639898552879 -12901.900257713742 -127805.03492745536 71627.268496093748 -53246.09801136364 3791.8603268045772 50415.542431640628 238092.82202380954 30860.266499255955 -90623.108556547624 46484.209244051854 11232.818916286804 82890.276256793484 163160.40164930557 10384.063982018313 9221.0379040948283 183110.98674568965 -107923.96919084823 45741.835298978367 86324.056855468763
leaf_weight=3597421 55 29065 29 191 683532 4463 39 38 119 67 237 974 35 20 44 71 32 21 21 21 44 763 23 27 634 29 29 35 65 20
leaf_count=3597421 55 29065 29 191 683532 4463 39 38 119 67 237 974 35 20 44 71 32 21 21 21 44 763 23 27 634 29 29 35 65 20
internal_value=0 59.7791 23083.2 57.0955 107.664 3798.38 21487.4 43942.2 2904.01 8269.71 5211.34 7126 19379.8 26060 -38786.2 72796.7 48368.1 66207.6 134477 16681.2 -3380.94 -1187.12 -10692.1 102011 19268.3 -53704.2 137607 23837.4 7686.35 -37288.3
internal_weight=0 720743 84 720659 691594 8062 388 197 7674 3211 3050 2954 1194 1071 123 179 130 161 42 892 88 1760 997 59 871 96 49 158 120 55
internal_count=4318164 720743 84 720659 691594 8062 388 197 7674 3211 3050 2954 1194 1071 123 179 130 161 42 892 88 1760 997 59 871 96 49 158 120 55
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=31
num_cat=0
split_feature=1 1 0 3 5 0 0 5 0 3 0 1 5 3 3 5 3 3 5 4 5 0 0 3 1 3 5 4 5 6
split_gain=2.89776e+11 1.25176e+12 1.24617e+13 6.97081e+12 3.67659e+12 2.63831e+12 1.62867e+13 6.78572e+12 6.71462e+12 6.06971e+12 3.83004e+12 6.0121e+13 7.58491e+12 5.13441e+12 4.36981e+12 4.28351e+12 4.59698e+12 4.42809e+12 3.09258e+12 8.47554e+12 6.65594e+12 9.12534e+12 1.2119e+13 9.14139e+12 2.20597e+13 7.18793e+12 6.88127e+12 1.30352e+13 6.55171e+12 7.31323e+12
threshold=86.067573200000012 92.928903050000017 52.719210700000012 2.5000000000000004 54.990000000000002 53.516665650000007 53.204054050000003 79.730000000000018 53.310923100000004 3.5000000000000004 53.719078300000007 91.398302750000013 85.91500000000002 11.500000000000002 3.5000000000000004 29.985000000000003 4.5000000000000009 9.5000000000000018 85.91500000000002 1.0000000180025095e-35 79.730000000000018 56.054485600000007 56.028355650000009 6.5000000000000009 91.398302750000013 8.5000000000000018 78.710000000000022 2.5000000000000004 87.395000000000024 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -4 9 -8 11 12 15 14 -13 -7 -17 -18 20 -20 26 22 23 24 -22 -25 -12 -28 29 -21
right_child=1 -3 5 4 -6 10 8 -9 -10 -11 18 13 -14 -15 -16 16 17 -19 19 28 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-5.2488381997684117 -2285.9514552904216 -143.22899659814539 787.49634589994673 -23528.341208261987 -57589.719377790185 -12848.910139683316 -32704.197351792282 -29551.649155336854 -17699.18835215467 -96889.164423076931 344.12634251776132 -11771.877217762994 -25540.627392578128 -48943.36435122283 -348.41703617095948 12607.20369140625 38089.689181741589 -6678.4915930706529 32071.407872402546 -7274.4705349392361 -10736.234052915221 -15940.548351167952 11649.524067429316 -36946.377524414063 35416.835996791298 -7709.1698011446006 74925.08984375 8223.08789107353 1013.763158275508 20831.820055068052
leaf_weight=4147874 92 85159 1731 73 56 21 34 77 94 26 70386 374 24 23 3200 95 561 23 97 126 270 560 525 90 168 1280 32 347 4397 349
leaf_count=4147874 92 85159 1731 73 56 21 34 77 94 26 70386 374 24 23 3200 95 561 23 97 126 270 560 525 90 168 1280 32 347 4397 349
internal_value=0 127.85 399.017 -23316.3 -38314.7 460.743 -3163.66 -504.602 -34381.7 -60517.7 546.472 3445.1 29737 -1846.9 -1543.82 31632.2 33007.9 36326.6 387.176 2801.8 224.284 -4477.14 -1725.53 -5609.33 6966.31 -9629.86 416.487 13854.9 2219.06 13376.3
internal_weight=0 170290 85131 221 129 84910 1962 1808 154 60 82948 4321 724 3597 3574 700 679 584 78627 4969 73658 2893 2333 1808 438 1370 70765 379 4872 475
internal_count=4318164 170290 85131 221 129 84910 1962 1808 154 60 82948 4321 724 3597 3574 700 679 584 78627 4969 73658 2893 2333 1808 438 1370 70765 379 4872 475
is_linear=0
shrinkage=0.1


Tree=4619
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 0 5 0 0 5 5 1 1 0 5 4 5 5 3 1 5 0 1 0 1 1 5 5 1 4
split_gain=2.84786e+11 1.54128e+12 4.53046e+12 1.03575e+13 3.54714e+12 6.04717e+12 4.43925e+12 4.00798e+12 3.64951e+12 4.107e+12 3.53771e+12 3.65016e+12 3.22985e+12 3.15718e+12 3.56677e+12 3.1505e+12 3.3825e+12 4.51867e+12 3.1152e+12 3.01064e+12 2.95632e+12 5.11195e+12 1.37316e+13 2.83349e+12 2.63469e+12 2.62307e+12 3.13064e+12 3.06711e+12 2.62061e+12 7.86881e+12
threshold=2.5000000000000004 41.005000000000003 82.784560750000011 82.91993380000001 56.663136550000011 56.320495600000008 35.985000000000007 56.852744000000008 56.301440000000007 39.995000000000012 36.715000000000011 93.043229050000022 43.808567100000012 61.785186750000001 13.050000000000002 2.5000000000000004 40.405000000000008 40.905000000000008 1.5000000000000002 61.396377350000009 13.050000000000002 55.657530000000008 38.422276900000007 53.204054050000003 65.480823400000006 43.574807850000006 32.615000000000009 31.010000000000002 37.642309100000013 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 5 8 13 -8 20 -10 -5 -12 25 14 -6 16 -4 -18 -14 -16 21 23 -23 -1 -21 26 -7 -27 29 -22
right_child=-2 -3 3 10 6 12 7 -9 9 -11 11 -13 18 -15 19 -17 17 -19 -20 24 28 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-8208.0698984913925 -4.2108548926016462 440.54040891734871 -8795.9847966982543 851.07973698060471 19293.753888693824 17060.224708379359 -10850.271509049628 -2610.4630185115807 -6901.5676132775789 -46532.408755387936 -1856.2603183491346 -11674.348824754223 16618.996648092831 9255.7489078218641 -1957.6751279160185 -38559.20284870427 -51599.673730468756 -3453.83890625 1389.8304205266779 13287.616003060342 3312.2350107945322 -102372.87125000001 -4.0327405427631584 11546.894034496108 -3977.3847327112271 -2797.4738037109378 189.31870003393144 29753.377466738137 245.33442495341598 54944.248219401044
leaf_weight=308 4205107 71047 1027 3804 89 206 773 2498 266 29 1496 507 153 365 3273 41 44 35 1100 256 1833 20 38 95 135 37 236 133 23183 30
leaf_count=308 4205107 71047 1027 3804 89 206 773 2498 266 29 1496 507 153 365 3273 41 44 35 1100 256 1833 20 38 95 135 37 236 133 23183 30
internal_value=0 156.621 -323.541 -2655.17 138.979 658.819 -1807.48 -4557.69 261.346 -10797.5 -939.961 -4341.42 6157.8 377.053 -486.449 -11338.9 -10329.8 -30269.2 3249.42 -966.918 389.246 -7546.08 -35303.6 -3551.19 7326.55 12112.4 8052.23 22668.8 535.305 4143.67
internal_weight=0 113057 42010 6954 35056 27667 7389 3271 25802 295 5807 2003 1865 4118 3753 1147 1106 79 1253 3664 25507 461 58 403 391 612 442 170 25046 1863
internal_count=4318164 113057 42010 6954 35056 27667 7389 3271 25802 295 5807 2003 1865 4118 3753 1147 1106 79 1253 3664 25507 461 58 403 391 612 442 170 25046 1863
is_linear=0
shrinkage=0.1


Tree=4620
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 0 2 3 4 2 3 5 5 4 5 5 5 5 5 1 3 5 3 3 1 1 2 3 3
split_gain=2.70413e+11 7.74688e+12 8.77292e+12 8.66118e+12 1.23393e+13 8.52066e+12 9.74489e+12 9.42643e+12 7.10954e+12 6.86961e+12 7.45053e+12 7.82313e+12 1.39983e+13 9.54172e+12 1.80082e+13 1.14718e+13 6.94498e+12 6.79251e+12 6.5763e+12 5.88643e+12 1.40246e+13 1.33964e+13 1.00711e+13 7.13833e+12 1.00015e+13 5.94571e+13 8.51317e+12 1.35872e+13 5.77013e+12 1.04949e+13
threshold=92.815157350000007 56.009576300000013 56.093493200000005 52.485928400000006 2.5000000000000004 104.38035940000002 51.67657710000001 3.5000000000000004 18.500000000000004 1.5000000000000002 10.500000000000002 15.500000000000002 59.810000000000009 67.00500000000001 2.5000000000000004 51.815000000000005 42.605000000000011 30.405000000000005 42.205000000000005 67.00500000000001 93.043229050000022 4.5000000000000009 68.52500000000002 5.5000000000000009 6.5000000000000009 92.896330950000007 92.928903050000017 1.5000000000000002 22.500000000000004 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 18 5 -5 6 7 -2 9 -8 16 12 -12 15 -15 -13 -11 -6 -3 -20 22 -22 -21 26 25 -25 -24 -28 29 -19
right_child=1 2 -4 4 17 -7 8 -9 -10 10 11 13 -14 14 -16 -17 -18 28 19 20 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-4.1218687437667851 -38322.706903808597 95.491580899411389 -119.88533704462679 8910.4531156645044 4461.5420622741658 -370.27643033803332 46.473188390066326 31464.994024658205 -19292.691266228172 15315.986865449288 56721.501708984375 47482.386019101352 -29548.606835937502 110518.20353794644 19688.406207906792 -3461.2783020515753 3645.7595067106831 -2356.5362783670257 5516.7621404426109 -11104.323154035619 13794.47353515625 -90534.678515625012 4516.5129657695825 157473.76359675481 3782.9711172263619 -47581.983266129035 39047.835304005937 -43551.362293002137 3464.5088789424308 -9278.0636041828238
leaf_weight=4204104 100 6573 23799 1016 1397 33187 3253 24 136 568 26 69 68 35 58 123 4988 20839 8740 542 20 32 154 26 4239 31 24 117 1428 2448
leaf_count=4204104 100 6573 23799 1016 1397 33187 3253 24 136 568 26 69 68 35 58 123 4988 20839 8740 542 20 32 154 26 4239 31 24 117 1428 2448
internal_value=0 151.927 1186.17 -504.78 -1901.63 384.015 3033.54 -24815.4 3403.9 3739.85 5764.21 19330 -5686.66 27581.1 53871.7 14846.6 4838.83 -2322.32 2702.55 3933.16 1263.78 -50408.1 1787.25 3309.19 4342.48 45952.2 -11738.4 -29491.9 -2705.78 -3084.15
internal_weight=0 114060 44297 69763 27128 42635 9448 124 9324 9188 5935 379 94 285 93 192 5556 26112 20498 13925 5185 52 5133 4591 4296 57 295 141 24715 23287
internal_count=4318164 114060 44297 69763 27128 42635 9448 124 9324 9188 5935 379 94 285 93 192 5556 26112 20498 13925 5185 52 5133 4591 4296 57 295 141 24715 23287
is_linear=0
shrinkage=0.1


Tree=4621
num_leaves=31
num_cat=0
split_feature=5 5 1 3 1 1 1 2 0 0 0 0 3 0 2 4 3 3 2 2 0 3 0 3 0 1 0 0 2 1
split_gain=2.83497e+11 3.13944e+12 1.00202e+13 8.03862e+12 7.5298e+12 1.2926e+13 1.25547e+13 5.05715e+13 9.55654e+12 3.82056e+13 1.92106e+13 1.5036e+13 4.65341e+13 1.94546e+13 1.6434e+13 7.76953e+12 1.3589e+13 9.92293e+12 7.30485e+12 8.22078e+12 7.29604e+12 9.29264e+12 9.20642e+12 1.17462e+13 1.00118e+13 1.02519e+13 9.86347e+12 1.48507e+13 1.83455e+13 2.33594e+13
threshold=39.005000000000003 38.610000000000007 20.507360500000004 13.500000000000002 37.620907050000007 37.642309100000013 37.615058950000012 18.500000000000004 55.708120100000009 55.68356880000001 55.777112100000004 55.812836050000008 14.500000000000002 55.899899800000007 10.500000000000002 1.0000000180025095e-35 18.500000000000004 10.500000000000002 10.500000000000002 3.5000000000000004 60.052595500000002 9.5000000000000018 59.932719750000011 6.5000000000000009 59.950068600000009 30.315880100000005 55.576287050000012 55.820531900000013 5.5000000000000009 37.475443250000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 8 15 -8 9 -6 -10 12 -12 14 -13 16 17 -4 19 -17 21 22 23 -21 25 -24 -25 28 29 -28
right_child=-2 2 4 -5 5 -7 7 -9 10 -11 11 13 -14 -15 -16 18 -18 -19 -20 20 -22 -23 24 26 -26 -27 27 -29 -30 -31
leaf_value=1.9264126646679536 -15.843383959967662 26204.853465835695 40750.391808035718 -15651.447087751118 -3492.5104545454546 1049.5556180565552 -31053.1313804204 129349.27996651788 -74072.172102864584 129018.4422370063 179667.65291108633 -55853.635478344309 -26223.84231912364 50681.05104282924 38855.609895833331 -3598.0732921026533 85972.86136300223 -35102.301143152574 -4655.9678387927552 8442.2366175757525 -10960.712160703757 5651.8849751633607 93364.812715517241 -667.51003782899238 945.45042671535327 3963.993716032609 -26453.077018229171 -13103.015760518059 -23137.091486025529 -169516.93368750002
leaf_weight=1127390 3123815 254 35 56 55 52501 307 21 24 36 21 57 23 56 27 3324 28 34 4180 306 371 4368 29 286 115 23 21 305 71 25
leaf_count=1127390 3123815 254 35 56 55 52501 307 21 24 36 21 57 23 56 27 3324 28 34 4180 306 371 4368 29 286 115 23 21 305 71 25
internal_value=0 41.4383 706.701 18643.7 623.272 1167.63 -1452.13 -20783.5 21900.7 48929.4 10075.6 21051.4 72042.6 5025.59 -25411.4 -983.182 27216.8 3373.7 -1186.95 381.687 2616.27 3524.01 -4346.06 -7929.17 17410 53822.1 -15004.9 -24721.8 -55010 -104205
internal_weight=0 1.19435e+06 66959 310 66649 52800 13849 328 299 91 208 184 44 140 84 13521 97 69 13424 9244 5920 5549 1181 1014 167 52 708 422 117 46
internal_count=4318164 1194349 66959 310 66649 52800 13849 328 299 91 208 184 44 140 84 13521 97 69 13424 9244 5920 5549 1181 1014 167 52 708 422 117 46
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 0 3 3 0 3 2 3 2 5 3 5 5 5 0 0 5 4 3 3 2 0 5 1 6 5
split_gain=2.83924e+11 3.85325e+12 1.68167e+13 1.80826e+13 2.05758e+13 1.80502e+13 1.96841e+13 2.25785e+13 1.59708e+13 1.59053e+13 2.05496e+13 1.55955e+13 1.53972e+13 3.2415e+13 2.72844e+13 1.98745e+13 2.7207e+13 1.72173e+13 2.00935e+13 1.33667e+13 3.52268e+13 1.25249e+13 1.6843e+13 1.23881e+13 1.1664e+13 1.99424e+13 5.34588e+13 1.96928e+13 1.83963e+13 1.15578e+13
threshold=38.633372000000001 38.096381250000007 81.00500000000001 55.56564190000001 55.777112100000004 55.551692500000009 15.500000000000002 11.500000000000002 55.801980100000009 17.500000000000004 9.5000000000000018 20.500000000000004 11.500000000000002 102.01000000000001 14.500000000000002 86.810000000000016 92.035000000000011 85.020000000000024 55.591389050000011 54.864040150000001 95.020000000000024 2.5000000000000004 16.500000000000004 16.500000000000004 7.5000000000000009 56.009576300000013 116.06000000000002 38.151577750000008 1.5000000000000002 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 9 6 7 19 -6 12 -11 -12 14 17 15 -5 -17 -14 -19 -4 -21 -10 24 -16 28 -26 27 -27 -23 -13
right_child=-2 2 3 4 8 -7 -8 -9 21 10 11 29 13 -15 23 16 -18 18 -20 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.9746288504399987 -16.72831087098805 424.59091787729244 -6465.8376382735078 60217.503814590193 -29851.024019506425 -85662.971965144228 63341.982187500005 -109491.51015625001 -18554.912914875211 -51384.441870545503 -31447.44138327206 103862.74809194711 49450.672679501491 101255.82161458334 121633.72753509521 -30706.308505667894 33202.852336629228 -17802.502526595745 -135461.11960565476 88393.965190153307 -29866.203842163086 -39895.683312988287 -12523.329322408974 57440.077120996895 12929.412018750001 81260.098337339747 -43062.734259259261 196389.48610026043 17325.548475771793 18632.084603658539
leaf_weight=1222775 3029015 63199 782 114 118 26 45 20 149 57 34 26 21 24 40 102 192 47 21 53 48 62 218 121 125 39 27 24 599 41
leaf_count=1222775 3029015 63199 782 114 118 26 45 20 149 57 34 26 21 24 40 102 192 47 21 53 48 62 218 121 125 39 27 24 599 41
internal_value=0 39.3052 781.361 7882.93 12903.2 -3461.66 -1207.2 -4423.93 5307.32 25210.4 -3378.35 23714.2 31833.6 -1883.16 38529.5 24773.8 11030.3 -29695.9 -54138.3 -2044.15 32191.1 8644.95 12349.5 73388.8 18539.3 38772 74664.4 125119 11958.4 51706.7
internal_weight=0 1.28915e+06 66374 3175 2201 974 948 903 1361 840 158 101 682 113 569 408 294 89 68 883 101 1243 1094 161 876 215 90 63 661 67
internal_count=4318164 1289149 66374 3175 2201 974 948 903 1361 840 158 101 682 113 569 408 294 89 68 883 101 1243 1094 161 876 215 90 63 661 67
is_linear=0
shrinkage=0.1


Tree=4623
num_leaves=31
num_cat=0
split_feature=1 1 1 5 5 4 3 5 0 5 0 3 0 0 0 5 0 0 4 5 5 0 3 3 1 1 5 0 3 2
split_gain=2.83765e+11 3.7407e+12 1.43263e+13 2.32607e+13 3.79146e+13 1.76189e+13 2.71561e+13 2.12186e+13 1.54086e+13 1.52506e+13 1.3276e+13 1.62997e+13 1.56424e+13 1.20879e+13 1.66245e+13 1.55745e+13 2.22818e+13 1.20725e+13 2.48959e+13 2.09623e+13 1.62022e+13 1.95309e+13 3.73716e+13 3.32059e+13 2.3359e+13 1.95679e+13 2.1163e+13 1.56135e+13 3.66787e+13 1.68144e+13
threshold=39.718803500000007 39.787929450000007 39.826386800000009 107.05000000000001 118.33500000000002 1.5000000000000002 18.500000000000004 55.005000000000003 63.563300600000012 87.395000000000024 57.692655200000004 9.5000000000000018 57.641335050000002 47.249522000000006 57.60800230000001 41.365000000000002 47.236539400000005 47.297889100000013 3.5000000000000004 114.05000000000001 64.805000000000021 57.692655200000004 5.5000000000000009 9.5000000000000018 39.767857750000005 39.739656000000004 101.05000000000001 47.272352350000006 23.500000000000004 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 5 -5 -3 8 -8 10 -9 11 12 -7 15 -15 -13 -17 27 19 20 -19 25 -23 -24 -25 -22 -27 29 -29 -2
right_child=1 2 -4 4 -6 6 7 9 -10 -11 -12 13 -14 14 -16 16 -18 18 -20 -21 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-29.457184794609329 -848.94622794746942 624.85212623513769 19.57507591645804 131015.51190257352 -5857.6275302734375 -9527.5013181732065 8220.1557428850447 -25775.533140117488 22502.514930893019 -75008.029854910725 -15230.151847843521 95463.001562500009 1940.983120675905 -15334.970396139826 12133.719985303693 -37274.162359470276 17960.410996250906 4392.4554845819439 -22610.117365406179 55715.151639597039 -7951.0069671867896 23633.732451446966 -45686.709127115886 -47773.23730823864 4018.3681155410109 9109.5723949626336 112844.00239562988 -2226.0203588069303 -30631.026453149621 2729.838521690283
leaf_weight=1860914 30328 6903 2356611 34 50 3885 175 622 209 70 1099 23 1714 479 408 82 668 16356 378 76 1030 213 375 110 418 1180 20 10109 476 23149
leaf_count=1860914 30328 6903 2356611 34 50 3885 175 622 209 70 1099 23 1714 479 408 82 668 16356 378 76 1030 213 375 110 418 1180 20 10109 476 23149
internal_value=0 22.3084 -0.935157 -2944.4 49543.4 -3214.28 -6023.43 -22888.6 -4316.63 -30755.7 -4987.27 -3436.52 -6016.7 5266.16 -2699.99 14407.1 11921.4 677.248 2811.74 3297.61 3095.41 -3244.85 -14044.7 -22932.3 -6771.55 2159.93 10838.5 5.66611 -3503.37 700.23
internal_weight=0 2.45725e+06 2.37303e+06 16421 84 16337 9434 867 8567 692 8358 7259 5599 1660 887 773 750 84218 20156 19778 19702 3346 1116 903 528 2230 1200 64062 10585 53477
internal_count=4318164 2457250 2373032 16421 84 16337 9434 867 8567 692 8358 7259 5599 1660 887 773 750 84218 20156 19778 19702 3346 1116 903 528 2230 1200 64062 10585 53477
is_linear=0
shrinkage=0.1


Tree=4624
num_leaves=31
num_cat=0
split_feature=3 2 0 1 0 4 1 0 1 1 0 0 1 0 5 5 1 1 0 1 0 1 5 0 1 5 1 0 5 5
split_gain=2.85482e+11 3.89028e+12 1.5892e+13 8.74653e+12 1.40388e+13 1.2918e+13 1.92247e+13 1.29672e+13 1.40737e+13 2.78196e+13 2.40939e+13 4.3382e+13 2.4271e+13 1.79065e+13 1.09095e+13 1.05636e+13 9.21983e+12 1.78524e+13 1.14246e+13 8.97657e+12 7.69898e+12 1.3713e+13 1.93367e+13 7.1163e+12 8.88921e+12 1.09368e+13 1.55991e+13 1.08679e+13 1.52724e+13 1.24264e+13
threshold=17.500000000000004 16.500000000000004 44.678200800000006 37.542000650000013 45.013473000000012 2.5000000000000004 37.559851850000008 45.029420750000007 37.832345550000007 37.692869000000009 55.801980100000009 55.695992150000002 37.726745000000001 55.86787755000001 76.00500000000001 37.505000000000003 82.95335685000002 82.966612450000014 55.099723300000008 39.071052600000009 55.820531900000013 37.692869000000009 43.810000000000009 55.173809400000003 37.971176850000006 116.06000000000002 49.111504200000006 56.911498950000002 101.05000000000001 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 15 19 20 -7 -8 9 13 11 12 -11 -9 -12 -4 23 -18 -19 -5 -6 22 -22 -10 -25 27 -27 28 29 -26
right_child=-2 2 3 4 5 6 7 8 16 10 14 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-4.625105928032629 57.444122901658147 -44203.35365930316 6715.8211236029492 -1423.2395571108218 -2910.7752013733389 104947.10316345215 82799.201695667623 -34188.508403224572 -8003.064485208226 93587.201669730406 31530.511961805554 166861.23181818181 6326.4097150735297 54863.210991379317 -41238.013856907899 -8456.5288267464275 109618.31479724702 -2963.4468950825358 60353.649176520274 -54603.273363940745 -13789.936994280135 1603.5050919549456 60440.02565242687 -8869.4283841822471 39138.018737943676 -98697.36328125 12011.297500000001 -3918.3413071986611 94012.287452651522 -5286.2160483351036
leaf_weight=3581726 720743 87 551 54 7419 20 22 102 729 51 45 33 85 29 38 2745 21 124 37 77 56 2516 94 267 162 20 35 140 33 103
leaf_count=3581726 720743 87 551 54 7419 20 22 102 729 51 45 33 85 29 38 2745 21 124 37 77 56 2516 94 267 162 20 35 140 33 103
internal_value=0 -11.5089 -1582.45 -1344.88 -120.057 230.126 7373.41 6433.39 5615.45 22905.3 42337.1 64006.6 39049.2 -14474.8 -1785.2 -5920.13 1652.54 22898.9 11587.7 -32681.7 -1254.49 3354.67 32727.5 -944.397 5826.35 13785.3 -28246.4 19063.3 29860 21871.2
internal_weight=0 3.59742e+06 15695 15608 12312 12181 2096 2076 2054 383 252 169 136 131 83 3296 1671 182 161 131 10085 2666 150 1489 760 493 55 438 298 265
internal_count=4318164 3597421 15695 15608 12312 12181 2096 2076 2054 383 252 169 136 131 83 3296 1671 182 161 131 10085 2666 150 1489 760 493 55 438 298 265
is_linear=0
shrinkage=0.1


Tree=4625
num_leaves=31
num_cat=0
split_feature=1 3 5 1 1 4 5 2 3 2 4 5 5 1 1 2 2 1 4 0 1 4 1 0 2 4 4 1 3 2
split_gain=2.82716e+11 2.66342e+12 1.21522e+13 2.03435e+13 1.06834e+13 5.16767e+12 2.49465e+12 1.28898e+13 1.9704e+13 1.83154e+13 1.12013e+13 1.09693e+13 1.06823e+13 2.44552e+13 2.95695e+13 9.62181e+12 1.75992e+13 9.53982e+12 1.20605e+13 7.39394e+12 2.27332e+13 1.97104e+13 2.16323e+13 1.14854e+13 5.44296e+12 5.36048e+12 4.85478e+12 8.8808e+12 4.7693e+12 5.62788e+12
threshold=30.332994000000003 1.5000000000000002 45.985000000000007 30.102666750000001 30.102666750000001 2.5000000000000004 177.02500000000003 2.5000000000000004 6.5000000000000009 8.5000000000000018 3.5000000000000004 225.45000000000002 161.85000000000002 30.315880100000005 30.305955500000003 3.5000000000000004 5.5000000000000009 30.226173900000003 4.5000000000000009 54.736324100000012 20.507360500000004 5.5000000000000009 30.278357500000002 59.950068600000009 13.500000000000002 4.5000000000000009 4.5000000000000009 20.507360500000004 12.500000000000002 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 12 17 10 11 -9 -10 -3 14 15 28 -17 18 -8 20 25 22 -21 -23 -11 -12 27 -18 29 -14
right_child=-2 6 3 -5 -6 -7 7 8 9 24 19 -13 13 -15 -16 16 26 -19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=16561.588489447615 -6.149312501395503 109.84036345283818 -10907.623356681035 -91293.973757812506 92437.456398437498 51132.869421875002 53253.541796875004 76721.27047249004 -90216.419661458349 57216.677256944451 2820.9890625000003 -3991.4681875000006 16068.133804086538 -106823.8010044643 97408.712564786285 -69251.299789062512 3793.0159391983698 -57810.564661175275 -50931.075073242188 19313.763113839286 -87703.908806818188 40330.745958658859 144764.07476851853 -48721.99748883929 -8983.1175951086971 68359.201953124997 35936.338690476194 -58649.535661764712 45086.712174479173 -34954.721811655407
leaf_weight=72 4082379 234811 29 25 25 25 25 47 36 27 26 25 52 28 24 75 69 46 20 28 22 30 27 28 23 24 21 34 24 37
leaf_count=72 4082379 234811 29 25 25 25 25 47 36 27 26 25 52 28 24 75 69 46 20 28 22 30 27 28 23 24 21 34 24 37
internal_value=0 106.469 12403.5 -16713.3 36117.2 17814.8 97.2833 7671.88 16548.6 -18102.2 33127.2 -54878.3 83.3048 -17034.4 -9551.91 -17779.7 -31012.8 -25786.5 6949.27 22051.9 -2993.33 38009.9 80898.5 -2660.23 26764.8 34279.3 -7884.7 -16819.1 5524.77 -5143.62
internal_weight=0 235785 176 79 97 54 235609 434 343 111 232 61 235175 364 336 312 199 91 45 185 72 113 55 58 50 50 124 103 113 89
internal_count=4318164 235785 176 79 97 54 235609 434 343 111 232 61 235175 364 336 312 199 91 45 185 72 113 55 58 50 50 124 103 113 89
is_linear=0
shrinkage=0.1


Tree=4626
num_leaves=31
num_cat=0
split_feature=4 3 3 5 5 2 1 5 5 5 5 5 2 0 4 1 0 1 2 5 5 2 5 4 1 5 5 5 0 0
split_gain=2.64624e+11 1.93183e+12 4.23965e+12 6.26488e+12 8.82616e+12 6.12374e+12 1.83195e+13 5.91746e+12 3.29465e+13 9.56761e+12 6.6546e+12 1.94213e+13 1.40389e+13 7.29494e+12 8.32046e+12 5.75351e+12 1.41791e+13 6.5941e+12 1.34433e+13 7.25143e+12 1.05566e+13 1.04664e+13 7.54247e+12 1.16285e+13 1.06851e+13 7.04219e+12 5.52989e+12 5.17026e+12 9.37132e+12 4.16684e+12
threshold=4.5000000000000009 7.5000000000000009 6.5000000000000009 99.555000000000021 116.06000000000002 2.5000000000000004 43.574807850000006 20.010000000000002 29.985000000000003 16.850000000000005 93.00500000000001 94.040000000000006 1.5000000000000002 59.939091550000008 6.5000000000000009 82.91993380000001 54.864040150000001 47.981192400000005 6.5000000000000009 132.05000000000004 150.04500000000004 5.5000000000000009 177.02500000000003 5.5000000000000009 39.704585000000002 161.85000000000002 225.45000000000002 95.020000000000024 56.009576300000013 60.029906750000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -6 9 -9 -2 13 12 -12 14 -10 17 -17 19 26 -7 21 -21 25 24 -24 -22 -19 28 -13 -15
right_child=1 -3 3 4 5 15 -8 8 10 -11 11 27 -14 29 -16 16 -18 18 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.4305340512674452 394.44268092105267 1556.7170257475332 42552.529687500006 -58939.580943834459 -31004.607118055559 39100.904244791665 90444.991100543484 125268.01037946431 -7117.6665960298169 -80254.760201009121 115840.32693749999 6359.0801537298394 12741.029436383929 -65741.047753906256 55186.375532670463 -35933.929807692308 65765.706155711203 -102192.19354166667 -7732.2033176369869 -84866.052022058822 -8095.9116477272728 1385.6109700520835 -87387.393028846156 48363.882402343756 198.83557291666668 68777.584825721147 -36185.485333806821 855.9382185566501 -76873.876037089023 -16463.148099662165
leaf_weight=4303792 38 7381 22 37 27 30 23 21 834 24 25 31 28 32 22 26 29 30 73 34 22 24 26 20 30 26 22 5374 24 37
leaf_count=4303792 38 7381 22 37 27 30 23 21 834 24 25 31 28 32 22 26 29 30 73 34 22 24 26 20 30 26 22 5374 24 37
internal_value=0 428.383 -762.897 -9626.27 -12022.8 -8095.36 24862.2 -78.6831 217.871 -30824.6 -192.002 1131.84 61372.8 -8037.71 -5516.39 -12299.1 17689.5 -17193.4 -35410.4 -6452.29 -13961.1 -49175.7 2510.3 -17089.9 -40466.2 33543.9 -74266.3 543.741 -29960.8 -39316.7
internal_weight=0 14372 6991 501 479 442 50 6490 6428 62 6407 5482 53 925 856 392 55 337 125 212 182 58 124 76 56 48 52 5429 55 69
internal_count=4318164 14372 6991 501 479 442 50 6490 6428 62 6407 5482 53 925 856 392 55 337 125 212 182 58 124 76 56 48 52 5429 55 69
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 1 2 0 5 3 3 4 1 0 1 5 0 2 0 1 0 2 3 1 1 0 5 3 0
split_gain=2.82799e+11 3.42586e+12 1.69945e+13 1.80134e+13 1.58133e+13 1.61044e+13 3.87975e+13 2.26239e+13 3.25015e+13 2.04995e+13 1.32687e+13 3.37615e+13 5.61946e+13 4.46735e+13 1.15918e+14 2.82686e+13 3.35991e+13 2.9648e+13 2.729e+13 1.95137e+13 2.50611e+13 2.16403e+13 2.03434e+13 1.36235e+13 2.21488e+13 1.77695e+13 5.94461e+13 1.98755e+13 3.32381e+13 1.65266e+13
threshold=92.035000000000011 90.015000000000015 55.055104550000003 55.061033200000004 113.46563545000002 39.047276750000002 39.036172050000012 11.500000000000002 44.678200800000006 91.050000000000011 10.500000000000002 6.5000000000000009 2.5000000000000004 57.550671000000001 55.842510000000011 30.388336800000001 91.050000000000011 59.950068600000009 3.5000000000000004 55.212972300000011 82.91993380000001 55.551692500000009 13.500000000000002 7.5000000000000009 44.005491150000005 37.214886200000009 55.826364100000013 91.050000000000011 9.5000000000000018 59.916647550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 -9 -8 11 12 13 14 -5 17 -17 -16 -18 20 22 -21 -12 24 29 26 -25 28 -28 -13
right_child=-2 2 3 10 -6 -7 9 8 -10 -11 19 23 -14 -15 15 16 18 -19 -20 21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.98506217933817808 -121.79656756987177 5617.7360466250593 59288.587055495685 249258.0625 40170.119083378231 -6153.6021920081657 15095.034087171054 -111250.58739085478 -10523.513614078895 113868.59700382315 30831.385867154397 -83872.15959821429 2760.5039340589656 -20370.916173206679 -74756.923943014714 158738.81337890626 -29520.016042131698 65602.492679398143 83841.637344473391 -16740.348209901615 1159.1803663300304 6500.6622768167754 101578.82767767138 181868.68109375003 5494.09198811849 -8316.2587552554614 -2134.822330923299 -15241.449449253942 82069.811772260291 -7045.441480654762
leaf_weight=4115478 182577 2315 58 32 87 5021 38 34 554 47 118 84 1503 66 34 32 35 27 54 428 164 6267 62 20 96 2465 131 222 73 42
leaf_count=4115478 182577 2315 58 32 87 5021 38 34 554 47 118 84 1503 66 34 32 35 27 54 428 164 6267 62 20 96 2465 131 222 73 42
internal_value=0 5.37705 1307.44 3693.98 -2233.76 -2694.38 3118.46 1168.62 -16347.9 69711 3424.26 -562.22 10423 51554.3 73736.8 42875.9 70858.6 -12630.6 39261.2 6208.39 29436.3 5014.9 55199.9 -6813.95 -30692.5 -4992.91 13374.9 5464.4 27997.2 -58263.3
internal_weight=0 4.13559e+06 20109 12013 8096 8009 2988 2903 588 85 11955 4916 1783 280 214 182 121 61 89 7039 344 6695 180 3133 222 2911 446 426 204 126
internal_count=4318164 4135587 20109 12013 8096 8009 2988 2903 588 85 11955 4916 1783 280 214 182 121 61 89 7039 344 6695 180 3133 222 2911 446 426 204 126
is_linear=0
shrinkage=0.1


Tree=4628
num_leaves=31
num_cat=0
split_feature=3 5 1 1 4 3 1 5 5 5 2 5 6 1 3 2 4 0 0 0 3 0 0 0 0 4 0 5 5 3
split_gain=2.82264e+11 2.29763e+12 9.05411e+12 4.64738e+13 3.01118e+13 5.88072e+13 6.65044e+13 5.7255e+13 4.38293e+13 5.47794e+13 8.12751e+13 5.34964e+13 5.69246e+13 5.55476e+13 7.52583e+13 7.17364e+13 5.43101e+13 5.40695e+13 9.95077e+13 4.38207e+13 4.74692e+13 4.70874e+13 5.30214e+13 4.33713e+13 4.3198e+13 4.8841e+13 4.02855e+13 8.22232e+13 3.83714e+13 3.847e+13
threshold=10.500000000000002 59.810000000000009 37.692869000000009 37.597123000000003 2.5000000000000004 18.500000000000004 37.66934650000001 76.730000000000018 60.310000000000009 69.610000000000014 1.5000000000000002 68.00500000000001 1.5000000000000002 37.615058950000012 16.500000000000004 8.5000000000000018 1.5000000000000002 55.826364100000013 55.628356700000005 55.87722990000001 13.500000000000002 55.657530000000008 55.801980100000009 55.87722990000001 55.885524800000006 1.5000000000000002 55.801980100000009 66.990000000000023 65.045000000000016 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 19 11 -11 12 16 -14 -15 17 -10 18 -16 20 -5 -22 -23 26 25 -7 -18 -28 29 -6
right_child=1 2 -4 4 28 24 7 -9 9 10 -12 -13 13 14 15 -17 23 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=19.905323172860026 53.249057948373093 -178.22430023638702 -471.54597743452246 108390.94739783654 -11669.650714878386 -73556.085528915224 58912.078041972622 -96166.660285156264 137064.48946759259 -110027.20977689303 37701.392793092891 -37577.650003533614 96626.159984923259 50046.375968280699 -18939.793580729169 35250.892785799049 -8731.834221172081 17084.503077855607 -274416.82741935487 139822.23640625001 60586.817893332307 -87251.29047991072 52837.207852450287 -39172.175420191386 64067.434750976565 2033.8134206103809 20206.224135209519 225495.87008928575 3624.4411950948925 -116468.05716145833
leaf_weight=2688514 1068167 159364 382285 65 1297 87 499 25 27 39 826 304 114 283 30 79 758 29 31 45 101 70 44 308 110 4888 275 21 9443 36
leaf_count=2688514 1068167 159364 382285 65 1297 87 499 25 27 39 826 304 114 283 30 79 758 29 31 45 101 70 44 308 110 4888 275 21 9443 36
internal_value=0 -32.8388 -196.613 389.906 4954.77 9204.64 18320.2 51513.3 13277.3 9641.31 31040.8 1447.17 7515.48 34246.8 18513.9 -34289 -3377.17 -95329.6 -148772 48227.5 33506.9 10867.5 -33182 -6161.26 2082.46 711.94 3485.19 34770.7 1382.44 -14499.9
internal_weight=0 1.62965e+06 561483 179198 19834 9058 3973 524 3449 3124 865 2259 1955 566 452 169 1389 90 61 325 280 215 114 1362 5085 4975 1054 296 10776 1333
internal_count=4318164 1629650 561483 179198 19834 9058 3973 524 3449 3124 865 2259 1955 566 452 169 1389 90 61 325 280 215 114 1362 5085 4975 1054 296 10776 1333
is_linear=0
shrinkage=0.1


Tree=4629
num_leaves=31
num_cat=0
split_feature=1 0 5 5 5 1 3 0 5 0 5 0 3 3 5 2 3 3 2 5 5 5 2 3 2 4 3 5 2 5
split_gain=3.00218e+11 3.43253e+12 1.20804e+13 2.14585e+13 1.19343e+13 3.33578e+12 2.57451e+13 2.8938e+13 3.43528e+13 4.1535e+13 1.99348e+13 2.12518e+13 1.6741e+13 3.78561e+13 2.66653e+13 1.75834e+13 2.39281e+13 1.44196e+13 1.74528e+13 1.35057e+13 2.67082e+13 2.11066e+13 1.64552e+13 1.3482e+13 4.36655e+13 2.05293e+13 1.98888e+13 8.28877e+13 8.0123e+13 6.35963e+13
threshold=39.718803500000007 43.592450450000008 61.845000000000006 49.995000000000012 40.205000000000005 39.726951800000002 23.500000000000004 43.592450450000008 66.040000000000006 47.228519500000004 68.52500000000002 44.226894250000008 16.500000000000004 19.500000000000004 84.030000000000015 9.5000000000000018 12.500000000000002 14.500000000000002 2.5000000000000004 72.705000000000013 79.730000000000018 86.810000000000016 1.5000000000000002 4.5000000000000009 3.5000000000000004 3.5000000000000004 3.5000000000000004 67.990000000000023 2.5000000000000004 55.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 23 -9 10 11 -10 15 14 -14 17 -17 18 19 22 -21 -22 -12 24 25 26 29 -28 -29 -2
right_child=5 -3 -4 -5 -6 -7 -8 8 9 -11 12 -13 13 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-8059.7458658857477 -12807.98983924496 -31.421163050681304 70683.555645161294 -71242.242441406255 77340.211432291675 13.068562331719768 -22158.962754835284 2639.079138986117 144846.59143145161 1554.7047420012195 12688.386061497738 23494.069169560185 23906.690992115164 -44327.938230298918 149097.95096807065 -74623.568503417977 48604.537783578729 -44149.293258101854 40203.832604542033 83545.423206054693 -64933.356142064149 26754.278201541387 -87334.148006465519 -794.93249385431307 -76558.02258778995 -84842.609292140158 -6943.2599812544904 -274644.36705729167 -18844.163890625001 51221.157507721655
leaf_weight=36 557 1860787 31 30 30 2439716 452 8442 31 865 38 27 27 23 46 40 26 27 529 50 38 74 29 5384 97 33 435 24 25 215
leaf_count=36 557 1860787 31 30 30 2439716 452 8442 31 865 38 27 27 23 46 40 26 27 529 50 38 74 29 5384 97 33 435 24 25 215
internal_value=0 -30.2992 16409.3 -1116.79 30758.4 22.946 1397.32 2020.63 5355.57 17619 31445.5 88354.9 27960 67546.3 102794 23494.3 -26079.2 27662.3 30220.2 7157.59 22775.4 -4354.03 -30604.9 -3059.12 -11854.5 -6985.41 -4939.8 -20832.4 -144134 5023.96
internal_weight=0 1.86091e+06 127 96 66 2.45725e+06 17534 17082 10312 1870 1005 58 947 96 73 851 66 785 758 229 162 112 67 6770 1386 1289 1256 484 49 772
internal_count=4318164 1860914 127 96 66 2457250 17534 17082 10312 1870 1005 58 947 96 73 851 66 785 758 229 162 112 67 6770 1386 1289 1256 484 49 772
is_linear=0
shrinkage=0.1


Tree=4630
num_leaves=31
num_cat=0
split_feature=3 0 3 5 5 3 1 3 0 1 1 3 4 5 3 0 0 3 1 5 3 0 5 5 3 2 3 1 4 5
split_gain=2.82054e+11 3.61325e+12 7.42423e+12 3.56919e+12 1.90213e+13 2.60926e+13 1.83619e+13 2.58028e+13 1.42984e+13 1.32051e+13 2.59163e+13 4.24133e+13 3.69232e+13 4.50368e+13 2.70918e+13 2.68074e+13 3.65147e+13 2.5437e+13 2.47772e+13 3.4298e+13 5.36179e+13 1.19947e+14 4.5987e+13 5.9337e+13 5.71115e+13 4.85092e+13 4.47571e+13 3.04374e+13 3.23679e+13 3.48521e+13
threshold=17.500000000000004 42.966471700000007 19.500000000000004 48.510000000000012 51.815000000000005 38.500000000000007 65.58467570000002 20.500000000000004 54.970187400000007 37.582182450000005 37.542000650000013 21.500000000000004 1.5000000000000002 34.010000000000012 26.500000000000004 55.86787755000001 55.601678500000013 30.500000000000004 37.620907050000007 41.995000000000012 22.500000000000004 55.664473600000008 43.405000000000008 46.010000000000012 20.500000000000004 6.5000000000000009 18.500000000000004 37.692869000000009 1.5000000000000002 42.605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 6 -5 8 -8 10 -3 12 13 -12 15 16 -13 -16 19 -11 21 -21 -23 24 26 -25 -24 28 29 -20
right_child=1 3 -4 4 -6 -7 7 -9 -10 18 11 14 -14 -15 17 -17 -18 -19 27 20 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-11.439603253864036 58693.607182312015 -328.40984404479696 -2525.7388146033654 -1617.1600493707158 42.661220700649288 -84412.033278871211 16341.91346881573 -1629.2673676587142 -22118.588107099324 2699.6159231111515 46397.943685404462 -15847.087258182068 90400.774072021479 -7030.0926488430214 86842.602913411465 -9210.1220397158831 -55684.769893693927 -3738.8985465526584 -3433.066111957311 -9201.7100228949657 7356.4732233862787 41696.760414929893 195877.5886242378 -53452.797767857148 289625.97868303576 126779.97863769531 45230.522162828951 720.78104072216479 27134.745312500003 -20821.142228269731
leaf_weight=3597421 32 115065 52 24534 340455 39 104 1831 1370 6409 192 473 50 885 33 695 448 512 4647 225 1275 123 41 28 28 32 38 219316 278 1533
leaf_count=3597421 32 115065 52 24534 340455 39 104 1831 1370 6409 192 473 50 885 33 695 448 512 4647 225 1275 123 41 28 28 32 38 219316 278 1533
internal_value=0 57.0981 20795.9 54.6808 -162.976 -2674.28 -2559.77 -9557.06 -19405 282.226 -578.555 -9332.48 6394.69 2494.68 -17534.5 -24036.8 -35225.2 1745.85 717.644 6117.72 18356.1 45588.1 88097.4 122273 166909 42671.3 123414 521.539 -6244.78 -7746.32
internal_weight=0 720743 84 720659 368333 27878 27839 3305 1474 352326 118353 3288 1127 1077 2161 1616 921 545 233973 8199 1790 515 290 167 107 60 79 225774 6458 6180
internal_count=4318164 720743 84 720659 368333 27878 27839 3305 1474 352326 118353 3288 1127 1077 2161 1616 921 545 233973 8199 1790 515 290 167 107 60 79 225774 6458 6180
is_linear=0
shrinkage=0.1


Tree=4631
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 3 3 4 5 1 5 5 3 1 1 3 3 1 0 5 5 1 5 1 1 1 3 6 3
split_gain=3.04415e+11 2.30565e+12 1.16579e+13 2.6344e+13 2.68171e+13 2.18306e+13 1.71461e+13 1.33096e+13 1.28992e+13 3.01906e+13 1.28327e+13 1.11327e+13 9.60036e+12 8.95519e+12 9.63091e+12 1.05494e+13 8.70252e+12 9.48411e+12 1.83726e+13 1.11404e+13 1.06239e+13 8.65088e+12 8.89877e+12 8.32811e+12 8.19972e+12 1.11425e+13 4.65733e+13 8.58361e+12 8.35672e+12 8.37559e+12
threshold=56.635684300000008 56.338501050000012 37.533784800000006 37.503486000000002 15.500000000000002 36.761894450000007 8.5000000000000018 5.5000000000000009 2.5000000000000004 64.805000000000021 30.502469200000004 35.505000000000003 65.045000000000016 4.5000000000000009 30.578016350000002 35.911716050000003 17.500000000000004 9.5000000000000018 37.516458750000005 56.367862600000002 54.035000000000004 177.02500000000003 47.854228500000012 61.845000000000006 43.808567100000012 47.554129950000011 44.005491150000005 2.5000000000000004 1.5000000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 10 12 9 -8 -3 24 -7 23 -15 -16 17 -5 -19 -20 -21 -13 -23 -12 -4 26 28 -28 29 -26
right_child=-2 2 11 16 -6 7 8 -9 -10 -11 13 21 -14 14 15 -17 -18 18 19 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-4.2088173523767773 49.938005887818122 -30104.038338104667 7351.1094992164617 10511.891678784095 103233.88098958334 -13376.107713745507 -8058.5769525169881 62703.992249644885 32777.596167968753 -91500.838393930288 5593.8241626662702 -1961.7480691429043 -53400.745483398438 7483.8912636519808 87075.422156982429 25380.240349738153 -35837.354441923257 99468.758297821973 30582.266180531187 25169.669390462241 -43545.217356770838 -89296.173046875003 -4650.6051504629631 -41970.355040922623 -21898.87770996094 2578.3304432169889 -11448.265065895976 -43773.665261570415 6032.3352390431601 39493.422875000004
leaf_weight=3318930 951662 73 2123 1158 24 942 261 22 50 52 298 34154 64 362 30 364 34 33 324 45 45 23 27 42 200 5244 111 316 1126 25
leaf_count=3318930 951662 73 2123 1158 24 942 261 22 50 52 298 34154 64 362 30 364 34 33 324 45 45 23 27 42 200 5244 111 316 1126 25
internal_value=0 -14.1168 -705.359 4310.13 -1980.2 -2966.58 4597.91 -14239.7 -14386.9 -21921.2 10493.1 -1193.96 -15922.4 13197.1 19259 30077.8 14227.3 15287.8 27660.5 21936.6 -9187.77 -2022.6 -43587.6 -281.751 1905.29 258.829 -6582.26 -35370.6 2516.63 -15077.5
internal_weight=0 3.3665e+06 47572 4223 2584 2560 1532 1028 363 313 1169 43349 1006 1096 756 394 1639 1605 447 414 90 34204 50 340 9145 7022 1778 427 1351 225
internal_count=4318164 3366502 47572 4223 2584 2560 1532 1028 363 313 1169 43349 1006 1096 756 394 1639 1605 447 414 90 34204 50 340 9145 7022 1778 427 1351 225
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=31
num_cat=0
split_feature=5 5 1 2 0 0 0 3 3 1 0 4 4 0 0 5 3 0 1 1 2 0 0 1 3 3 1 3 0 0
split_gain=2.99707e+11 3.6352e+12 5.21447e+12 7.08458e+12 6.76826e+12 1.01967e+13 7.59012e+12 7.29336e+12 9.31469e+12 8.82204e+12 7.15307e+12 8.35256e+12 6.49778e+12 5.72911e+12 5.2429e+12 4.81374e+12 1.51656e+13 2.17163e+13 2.15344e+13 1.87147e+13 1.54891e+13 1.2707e+13 6.81615e+13 3.16886e+13 2.62416e+13 3.62841e+13 3.42851e+13 2.60597e+13 2.40603e+13 1.41979e+13
threshold=47.005000000000003 49.010000000000012 30.102666750000001 10.500000000000002 54.708501450000007 59.904813200000007 59.896318000000008 6.5000000000000009 9.5000000000000018 20.507360500000004 60.693675950000006 1.5000000000000002 1.5000000000000002 60.063729500000008 59.609407350000005 49.995000000000012 11.500000000000002 43.642715500000008 30.243224600000001 43.574807850000006 1.5000000000000002 55.784980300000008 55.751981950000008 37.998366300000008 27.500000000000004 20.500000000000004 37.615058950000012 24.500000000000004 55.924336300000007 55.899899800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 14 -2 9 -9 11 -7 -5 -13 -6 16 18 19 20 -18 -3 22 -19 24 25 26 -24 -27 29 -23
right_child=1 15 -4 12 5 10 -8 8 -10 -11 -12 13 -14 -15 -16 -17 17 21 -20 -21 -22 28 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-27.003551674620809 17189.666397165696 -14669.590644290198 513.92139657652785 45915.169706632652 4847.4405408166958 1235.4462742660985 54236.652622767855 -11309.044873046876 -16037.435797474371 -87311.25208333334 5587.2468042772871 -26329.710522203946 -4602.8748949734672 -66431.728495065792 -20627.547981085529 3.7125986741899006 85589.007994858097 -6323.6137686042048 7.7194136249288157 -13689.89562279486 34593.207364773669 10287.851007104156 -128206.96960685484 13584.901962890624 -17909.130659121562 -240408.33592247596 23061.623545258622 -106543.34943181819 -4460.1095192794119 52045.970912532219
leaf_weight=2105789 43 81 172167 49 540 66 28 24 189 42 86 95 53 57 95 2018547 49 3807 11335 31 301 507 31 40 42 26 29 33 3885 97
leaf_count=2105789 43 81 172167 49 540 66 28 24 189 42 86 95 53 57 95 2018547 49 3807 11335 31 301 507 31 40 42 26 29 33 3885 97
internal_value=0 25.7026 465.076 -5686.74 -7730.96 -3670.38 3283 -20907.4 -27331.6 -59674.1 -18835.2 -28469.7 19665.6 -41368 1036.22 -11.6943 -1544.14 -4739.26 794.727 47118.4 24147.4 -5227.5 -9320.1 -66074.4 -85865.6 -109850 -55093.8 -165535 -1573.43 16994
internal_weight=0 2.21238e+06 173534 1367 1265 967 663 298 255 66 304 218 102 152 635 2.03884e+06 20294 8577 11717 80 382 8497 4008 201 161 119 60 59 4489 604
internal_count=4318164 2212375 173534 1367 1265 967 663 298 255 66 304 218 102 152 635 2038841 20294 8577 11717 80 382 8497 4008 201 161 119 60 59 4489 604
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=31
num_cat=0
split_feature=3 0 1 0 3 6 3 3 5 5 2 1 3 3 0 5 4 4 5 1 5 5 5 5 1 1 5 5 1 1
split_gain=2.96214e+11 2.37042e+12 9.89251e+12 6.76139e+12 2.57572e+13 2.04741e+13 2.51849e+13 4.87565e+13 4.51942e+13 5.34677e+13 2.82393e+13 2.03223e+13 1.84946e+13 6.00877e+13 4.7646e+13 4.73153e+13 2.39816e+13 1.95244e+13 3.51919e+13 3.22498e+13 1.87552e+13 1.82694e+13 1.79483e+13 2.20903e+13 2.23354e+13 2.957e+13 1.73207e+13 2.0376e+13 1.39887e+13 2.16703e+13
threshold=25.500000000000004 55.751981950000008 37.214886200000009 55.795550600000006 30.500000000000004 1.5000000000000002 27.500000000000004 26.500000000000004 77.715000000000018 54.710000000000008 11.500000000000002 37.832345550000007 33.500000000000007 32.500000000000007 55.755036050000008 38.905000000000008 2.5000000000000004 1.5000000000000002 51.815000000000005 37.615058950000012 57.995000000000012 42.205000000000005 72.010000000000005 76.730000000000018 37.615058950000012 37.66934650000001 71.00500000000001 80.815000000000012 49.111504200000006 37.692869000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 22 7 11 9 10 -9 -7 13 17 15 -15 -17 18 19 -6 -19 -21 28 -24 -25 -26 -22 -28 29 -3
right_child=1 3 -4 -5 12 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 20 -20 21 26 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-3.4700124868150968 69845.727812500001 5329.0505640695073 -506.24630088771005 256.62466152774812 44184.630701958959 99009.963068181823 23789.127912847143 -110130.46761147103 61992.789453125006 -214572.20755208336 16349.031451612904 -5474.2172036415286 4112.4711178253965 -12035.046492346941 69602.768117559535 -164468.79812155332 -51551.048317307694 58314.735434503425 -151435.88542968751 -23423.812766501171 -22373.961810172874 -119962.22477213544 59361.319248383625 63003.006540418035 -79369.50529725611 16393.079005038027 110017.26148437499 6889.7758180199598 -18705.549369709039 29423.484003772479
leaf_weight=4243674 20 1385 31467 38595 67 22 137 41 20 30 31 121 811 49 21 68 26 73 20 107 141 24 174 67 41 151 25 82 163 511
leaf_count=4243674 20 1385 31467 38595 67 22 137 41 20 30 31 121 811 49 21 68 26 73 20 107 141 24 174 67 41 151 25 82 163 511
internal_value=0 197.686 -461.56 680.388 4390.73 9919.67 -11022.1 -29018.9 -75457.7 -102409 -55674 10600.3 -6177.81 -18049 -71050.4 -91705.8 -133236 -1922.35 -25017.4 -12247.8 13762.1 -41110.2 13297.9 31804.3 13291.1 -4056.22 647.841 30985 9406.09 11822.9
internal_weight=0 74490 31487 43003 4408 2894 402 265 122 102 72 143 1514 703 164 143 94 539 218 198 321 131 2492 433 259 192 248 107 2059 1896
internal_count=4318164 74490 31487 43003 4408 2894 402 265 122 102 72 143 1514 703 164 143 94 539 218 198 321 131 2492 433 259 192 248 107 2059 1896
is_linear=0
shrinkage=0.1


Tree=4634
num_leaves=31
num_cat=0
split_feature=2 0 5 5 1 2 5 1 0 1 1 5 1 0 5 1 5 0 5 3 5 3 5 1 2 1 5 5 5 1
split_gain=3.21512e+11 1.80629e+12 1.61277e+12 3.93634e+12 7.64396e+12 1.25602e+13 4.9872e+12 4.47133e+12 4.59566e+12 3.79983e+12 9.51946e+12 8.40961e+12 4.21046e+12 2.80455e+12 2.79851e+12 3.6645e+12 3.26462e+12 4.0468e+12 3.27586e+12 2.83965e+12 2.73765e+12 3.98158e+12 2.70847e+12 3.85197e+12 3.14976e+12 2.59407e+12 2.58985e+12 3.39222e+12 4.60678e+12 8.22173e+12
threshold=27.500000000000004 59.932719750000011 85.020000000000024 97.050000000000011 37.767735350000002 28.500000000000004 92.035000000000011 37.533784800000006 55.769960200000007 37.620907050000007 37.767735350000002 112.04500000000002 49.177301950000007 55.812836050000008 78.710000000000022 37.533784800000006 75.750000000000014 55.806974650000008 77.715000000000018 32.500000000000007 150.04500000000004 34.500000000000007 79.730000000000018 37.832345550000007 32.500000000000007 37.66934650000001 75.015000000000015 74.610000000000014 72.705000000000013 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 7 -6 -7 -4 -9 11 -11 -5 -12 -10 16 19 26 -18 -19 -16 21 -14 24 25 -17 -24 27 28 -2 -30
right_child=1 -3 3 9 5 6 -8 8 13 10 12 -13 20 -15 15 22 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.0045820812197992 603.57915457938077 30016.508723958334 27992.254610655738 -79261.470800781259 101719.91661931819 52604.857707331728 -545.07012073863632 4969.8611214732673 -55857.986309523811 50753.918969726568 -45745.270072115389 10334.016583806819 17018.079442168448 -10530.140514823717 -3924.7694531250004 -32576.266785606971 -2613.6685546875001 61802.979437500006 16281.841435206214 -51677.554438920459 28812.082682291672 -21473.179939152644 4261.1632440476196 -8233.6086016680747 10616.6605546875 53397.611363636366 -23225.782903922875 30524.914442567569 10130.793294270834 -45819.176149986539
leaf_weight=4312319 4581 21 61 20 22 26 55 211 21 32 26 22 41 39 20 52 60 25 43 33 24 78 21 74 25 22 47 37 48 58
leaf_count=4312319 4581 21 61 20 22 26 55 211 21 32 26 22 41 39 20 52 60 25 43 33 24 78 21 74 25 22 47 37 48 58
internal_value=0 741.161 635.601 5220.13 10915.1 34714.4 16515.4 3531.55 -1974.36 -4974.52 741.65 -32330.5 -8728.13 -26394.9 31.5753 -10354.1 555.204 16315.4 33017.6 -33657.6 -1997.74 -8211.49 -3987.65 5597.82 -18552.6 29400.7 132.377 364.772 126.683 -20483.3
internal_weight=0 5845 5824 678 435 103 81 332 271 243 201 42 169 60 5146 247 4899 128 68 53 143 119 194 117 77 43 4771 4724 4687 106
internal_count=4318164 5845 5824 678 435 103 81 332 271 243 201 42 169 60 5146 247 4899 128 68 53 143 119 194 117 77 43 4771 4724 4687 106
is_linear=0
shrinkage=0.1


Tree=4635
num_leaves=31
num_cat=0
split_feature=5 3 0 3 0 4 1 2 4 0 2 1 1 3 4 0 0 0 2 0 4 2 0 1 1 0 1 2 0 0
split_gain=2.67655e+11 1.18725e+12 1.04924e+12 4.52907e+12 2.65638e+12 9.19509e+12 4.22755e+12 5.61954e+12 6.11495e+12 3.38458e+12 2.44417e+12 1.6025e+12 5.49011e+12 1.03966e+13 1.00047e+13 9.28163e+12 7.42326e+12 6.85728e+12 8.16726e+12 1.11666e+13 5.14986e+12 8.52891e+12 3.61826e+12 2.61192e+12 2.34809e+12 1.95772e+12 1.9354e+12 1.88078e+12 4.29523e+12 1.49606e+13
threshold=225.45000000000002 27.500000000000004 60.029906750000002 9.5000000000000018 59.846652800000008 4.5000000000000009 30.410108300000001 2.5000000000000004 1.5000000000000002 59.755965500000009 1.5000000000000002 37.692869000000009 37.362912300000012 9.5000000000000018 1.5000000000000002 55.86787755000001 55.68356880000001 54.708501450000007 1.5000000000000002 55.68356880000001 3.5000000000000004 9.5000000000000018 58.049540950000008 37.767735350000002 37.792847950000002 57.945214300000011 37.889331900000009 6.5000000000000009 55.719391050000006 55.299834250000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 9 6 7 -6 -9 11 -4 12 13 17 -14 16 -16 -2 -19 -20 21 -15 23 -13 -25 26 -26 -28 29 -29
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 22 14 20 15 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.78254413753413921 56314.348854166667 -19031.285390625002 24910.603121512278 47094.914843750004 -25521.894566761366 -58103.898230698534 -29018.814296875 2510.8285312500002 75708.268340773808 38564.152038574219 -10194.308936982998 -35157.666778273815 -16418.329469604494 -55148.949609375006 31461.633115234377 -9047.9274031929363 103054.83893694197 57500.361644345248 -50072.288750000007 24192.264157774393 -69622.247625000004 30068.030808423915 34879.618789062501 31386.662204996748 -28109.099153645831 -29078.218376358698 -814.2653835590495 3636.8389613296044 17687.932237947298 -82429.642094494062
leaf_weight=4313902 30 30 28 26 22 34 30 25 21 24 68 21 40 24 30 23 28 21 40 41 25 23 30 24 24 23 2765 528 193 21
leaf_count=4313902 30 30 28 26 22 34 30 25 21 24 68 21 40 24 30 23 28 21 40 41 25 23 30 24 24 23 2765 528 193 21
internal_value=0 792.076 932.6 10071.7 661.317 -13295 2251 16046.5 35927.1 1124.42 44.6237 897.169 7624.34 -2385.48 24500.4 44707.2 66023.9 14287.3 1926.46 -12481.6 -32952.3 -13447 294.708 6.42043 212.806 2.28988 191.713 385.388 4855.79 344.678
internal_weight=0 4262 4232 122 4110 132 98 68 46 3978 96 3954 325 204 121 81 58 132 102 81 72 47 3629 3599 3578 3554 3531 3507 742 549
internal_count=4318164 4262 4232 122 4110 132 98 68 46 3978 96 3954 325 204 121 81 58 132 102 81 72 47 3629 3599 3578 3554 3531 3507 742 549
is_linear=0
shrinkage=0.1


Tree=4636
num_leaves=31
num_cat=0
split_feature=2 5 5 5 5 5 0 5 5 1 3 0 1 1 5 5 5 1 3 0 5 2 1 4 5 1 6 1 3 3
split_gain=2.65163e+11 2.33658e+12 7.92519e+12 7.12382e+12 3.88195e+12 6.99649e+12 1.42622e+13 1.19139e+13 6.541e+12 1.26802e+13 3.79838e+12 3.63285e+12 3.6286e+12 3.61486e+12 2.67166e+12 5.51714e+12 4.91535e+12 7.97556e+12 4.36194e+12 3.59417e+12 2.75695e+12 3.66139e+12 2.82466e+12 2.78559e+12 2.52573e+12 2.58953e+12 2.29322e+12 2.36619e+12 2.14231e+12 2.1396e+12
threshold=26.500000000000004 42.005000000000003 42.605000000000011 42.405000000000008 43.810000000000009 45.005000000000003 55.806974650000008 44.605000000000011 47.005000000000003 37.726745000000001 35.500000000000007 60.063729500000008 37.542000650000013 53.664171200000006 48.510000000000012 48.945000000000007 48.035000000000004 37.582182450000005 31.500000000000004 55.695992150000002 50.005000000000003 28.500000000000004 60.695889550000011 1.5000000000000002 50.410000000000004 37.777459000000007 1.5000000000000002 37.855187800000003 32.500000000000007 34.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 -3 26 6 7 -6 9 10 12 14 -7 -2 16 18 19 -18 -16 -10 21 -17 24 -23 25 -22 27 -4 -11 -26
right_child=1 2 4 -5 5 8 -8 -9 11 28 -12 -13 -14 -15 15 20 17 -19 -20 -21 22 23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-1.0219683660115571 -566.94794302567186 12506.635715144232 -21877.978061790989 72840.647671944753 26529.686956935977 -15381.690821140097 -3196.6048717151989 116450.7985054348 -29983.293149038465 1181.5209296875 -71759.589380787031 40687.09088541667 -62207.640047554349 -12651.64382675878 -1687.4731119791668 -4744.2085449218748 77262.858434606489 -2871.7119204313858 -61372.044765625003 13237.883531859115 -36711.527338169646 51492.2034125434 28366.825681987564 4945.8077050781249 2420.1182871246342 8395.3511425781253 15749.612553349249 2790.1851428913624 35729.632338169642 -3206.1964671976561
leaf_weight=4310832 1840 65 146 28 41 59 88 23 26 50 27 24 23 286 24 40 27 23 25 74 35 36 38 20 3285 20 27 53 28 851
leaf_count=4310832 1840 65 146 28 41 59 88 23 26 50 27 24 23 286 24 40 27 23 25 74 35 36 38 20 3285 20 27 53 28 851
internal_value=0 600.864 1741.66 30671.7 1215.45 1808 22926.2 58845.1 1130.07 -17199.5 -39227.6 1883.73 -28515.8 -2192.64 1677.88 1227.85 14800.6 40401 -32138.8 2000.38 1605.88 18363.2 1225.48 34868.5 979.389 -20309 -11597.6 -15308.1 13583.4 1262.48
internal_weight=0 7332 5206 93 5113 4887 152 64 4735 187 109 4548 82 2126 4524 4374 150 50 49 100 4325 96 4229 56 4191 55 226 199 78 4136
internal_count=4318164 7332 5206 93 5113 4887 152 64 4735 187 109 4548 82 2126 4524 4374 150 50 49 100 4325 96 4229 56 4191 55 226 199 78 4136
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=31
num_cat=0
split_feature=6 3 0 0 1 4 5 5 4 5 1 1 0 5 0 2 5 5 3 5 1 1 0 1 3 1 0 3 5 5
split_gain=2.65758e+11 9.83722e+12 1.12216e+13 2.18054e+13 9.96991e+13 4.83567e+13 4.05775e+13 4.81646e+13 3.63334e+13 2.4041e+13 1.93681e+13 4.90061e+13 5.28394e+13 2.95904e+13 3.06863e+13 4.38456e+13 5.18795e+13 2.95534e+13 2.67953e+13 2.46377e+13 2.29539e+13 3.64337e+13 3.27977e+13 2.90758e+13 4.08876e+13 2.45449e+13 3.88586e+13 2.42083e+13 2.35626e+13 2.2078e+13
threshold=1.5000000000000002 8.5000000000000018 59.963407450000012 60.003414000000006 30.315880100000005 1.5000000000000002 48.035000000000004 45.005000000000003 2.5000000000000004 100.05000000000001 30.370618100000005 30.502469200000004 58.000519000000004 94.040000000000006 59.916647550000008 5.5000000000000009 54.990000000000002 51.815000000000005 3.5000000000000004 82.00500000000001 37.314272700000011 37.098288800000006 55.551692500000009 37.328003200000005 6.5000000000000009 37.362912300000012 44.893607100000004 4.5000000000000009 54.990000000000002 67.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 7 -6 -8 -7 29 13 20 14 -12 17 -17 -16 -14 -19 21 -13 -23 24 -22 26 -25 28 -28 -1
right_child=-2 -3 3 -5 6 9 8 -9 -10 -11 11 12 18 -15 15 16 -18 19 -20 -21 23 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=5521.5265616610104 16.001184081170621 45.316431739033618 -25090.101171279537 -2608.063371995815 -69715.789610015374 50541.056527443914 -138128.43292410715 88706.061272321444 -35247.403607536769 -64582.252114257812 -16529.263105691407 -511.62608157773559 -12623.452662541316 24944.724506143888 -37296.20396396803 -78609.563122888518 82903.474109738367 -136701.03605251736 19083.416788081799 -16410.820684523813 -5488.7773435562376 -42254.694508234097 -11541.905977676341 9302.7435244206026 51590.382572363284 -1037.3184595874529 -28619.089861505683 -47514.443314432399 106881.73526785715 -2504.3696847385854
leaf_weight=9350 3049503 1163355 246 2897 61 195 105 28 51 20 859 2528 312 127 92 37 43 90 1829 21 252 454 1485 280 250 77852 33 377 21 5411
leaf_count=9350 3049503 1163355 246 2897 61 195 105 28 51 20 859 2528 312 127 92 37 43 90 1829 21 252 454 1485 280 250 77852 33 377 21 5411
internal_value=0 -38.4623 -963.998 -6448.48 -22207.2 5188.06 -73755.1 -19875.2 -104494 39831.9 -769.701 -1338.32 -1049.37 -20845.8 -25938.1 -54497.1 8203.69 -79206.8 14462.9 -113943 -1446.96 -8421.03 -18733 -1052.94 22937.1 -1206.23 -19702 -38544.9 24075.7 2579.44
internal_weight=0 1.26866e+06 105306 3603 706 461 245 89 156 215 101703 86942 85673 1269 1142 283 80 203 2141 111 83532 4467 1939 79065 502 78563 711 431 54 14761
internal_count=4318164 1268661 105306 3603 706 461 245 89 156 215 101703 86942 85673 1269 1142 283 80 203 2141 111 83532 4467 1939 79065 502 78563 711 431 54 14761
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=31
num_cat=0
split_feature=3 0 2 2 5 5 4 1 5 5 5 5 4 6 2 2 5 5 5 3 3 5 5 3 4 3 5 3 3 5
split_gain=2.77991e+11 2.36373e+12 5.49263e+12 1.0462e+13 9.31989e+12 5.46302e+13 2.73423e+13 1.698e+13 8.41963e+12 2.12791e+13 1.13239e+13 6.15662e+12 1.22911e+13 1.61925e+13 1.02098e+13 5.96449e+12 2.11213e+13 2.30067e+13 7.54428e+13 2.59835e+13 2.38168e+13 1.46728e+13 1.74931e+13 1.33867e+13 1.26629e+13 1.25917e+13 8.6198e+12 8.08454e+12 2.65801e+13 2.68658e+13
threshold=10.500000000000002 43.592450450000008 17.500000000000004 19.500000000000004 89.00500000000001 101.05000000000001 2.5000000000000004 39.739656000000004 68.00500000000001 56.835000000000008 51.405000000000008 110.05000000000001 2.5000000000000004 1.5000000000000002 20.500000000000004 14.500000000000002 125.85000000000001 62.995000000000012 58.755000000000003 24.500000000000004 22.500000000000004 112.04500000000002 104.75000000000001 17.500000000000004 1.5000000000000002 18.500000000000004 137.05000000000004 22.500000000000004 20.500000000000004 89.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 6 -6 8 -7 9 10 -4 12 13 -5 -15 -2 17 18 20 21 24 22 27 -23 -17 -26 -18 28 29 -19
right_child=1 -3 3 11 5 7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 26 19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=19.754088040662797 1092.1207389934125 -44.31815867649636 -19449.971883877843 66916.671714564727 -174369.94400000002 -53652.937557870377 90863.107489809787 56547.127451508626 -81161.409993489593 53131.680342741944 -110200.08483398438 -31337.787751116077 86224.973437500012 -67829.581007543107 14717.852192540322 6009.6670973557702 110422.48368055555 10409.194060036989 182526.57000558038 86429.597875976571 -59547.519642857151 -22211.804980468751 -113232.23280436199 85781.950426136376 111084.7182094029 14441.237169471155 31905.826807482488 32870.045652173918 -133092.9134943182 -80243.352945145321
leaf_weight=2688514 14354 1614339 44 28 25 27 23 29 24 31 20 28 23 29 31 117 27 113 28 24 42 24 24 22 28 26 29 23 22 46
leaf_count=2688514 14354 1614339 44 28 25 27 23 29 24 31 20 28 23 29 31 117 27 113 28 24 42 24 24 22 28 26 29 23 22 46
internal_value=0 -32.5893 1204.06 -10967.3 -24389 -51456.9 -8948.88 3414.95 -28240.3 -14870.7 -47809.4 10565.3 21135.5 4123.44 -25180.1 1498.8 11309.7 5236.72 28210.5 -13342.7 7924.79 -22081.9 -32476.1 29437.4 24496.9 64552.7 69762.1 -22975.4 -30071.8 -15817.3
internal_weight=0 1.62965e+06 15311 362 223 81 142 56 119 95 64 139 111 88 60 14949 595 539 241 298 213 274 228 46 171 54 56 204 181 159
internal_count=4318164 1629650 15311 362 223 81 142 56 119 95 64 139 111 88 60 14949 595 539 241 298 213 274 228 46 171 54 56 204 181 159
is_linear=0
shrinkage=0.1


Tree=4639
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 5 0 0 5 3 5 5 0 0 5 5 2 3 3 6 4 5 5 5 0 3 5 2 5
split_gain=2.69051e+11 1.33086e+13 1.55871e+13 4.47615e+13 2.76556e+13 1.95251e+13 1.5588e+13 1.31318e+13 1.20053e+13 3.61561e+13 1.8433e+13 1.29724e+13 1.31265e+13 1.08184e+13 1.07184e+13 9.52539e+12 1.03226e+13 9.44585e+12 1.25846e+13 1.73828e+13 1.13923e+13 9.53047e+12 9.3933e+12 9.34801e+12 9.06148e+12 8.13219e+12 3.36369e+13 2.13935e+13 2.0426e+13 1.09964e+13
threshold=38.151577750000008 38.096381250000007 55.885524800000006 55.591389050000011 1.5000000000000002 55.777112100000004 30.405000000000005 55.86787755000001 55.601678500000013 50.410000000000004 4.5000000000000009 91.050000000000011 79.730000000000018 56.501468900000013 55.74310830000001 55.405000000000008 59.810000000000009 5.5000000000000009 8.5000000000000018 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 30.990000000000006 42.895000000000003 67.990000000000023 56.320495600000008 13.500000000000002 110.05000000000001 5.5000000000000009 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 5 6 -5 8 9 -6 24 12 -10 22 -13 -12 -17 21 23 20 -20 -3 -4 -19 -11 -24 27 28 -27 -30
right_child=-2 2 13 4 7 -7 -8 -9 11 10 15 14 -14 -15 -16 16 -18 18 19 -21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=1.0259848114709347 -15.83827107812 -39535.645212965748 11423.487808646762 22682.506430053712 5344.7235892244671 -16122.432177734376 91576.188296274049 86536.787093750012 8423.4273032568744 56224.689607007582 99147.673473011368 -3326.9511853448275 63933.108587091614 -53356.370600328948 -98485.651953125009 -24202.117451171875 39657.476625192903 4997.3547875606655 46004.792901611334 -14250.960765964219 3702.6965735057042 3508.2732499957037 -2874.389116636783 -38934.316722962096 127015.04677734376 2305.1782410919477 25809.185235852343 93103.869989809784 -19311.219361752879 -90455.827122961957
leaf_weight=1222775 3078672 52 677 48 410 32 104 25 1339 33 22 29 44 38 20 30 162 66 96 407 189 4766 5653 182 40 1268 547 23 392 23
leaf_count=1222775 3078672 52 677 48 410 32 104 25 1339 33 22 29 44 38 20 30 162 66 96 407 189 4766 5653 182 40 1268 547 23 392 23
internal_value=0 39.3394 2841.79 5992.78 17661.7 54873.7 69820.3 14483 13636.9 24400.4 51622.7 8397.93 10189.5 -117.303 -42167.2 36821 29679.4 1254.69 -7914.99 -988.253 17951.8 3043.71 118.406 -27242.8 95013.9 -849.662 4230.58 -2688.23 -3997.34 -23254.2
internal_weight=0 1.23949e+06 16717 8096 2338 184 152 2154 2129 697 287 1432 1383 8621 49 214 192 5758 940 692 285 4818 8583 248 73 7906 2253 1706 1683 415
internal_count=4318164 1239492 16717 8096 2338 184 152 2154 2129 697 287 1432 1383 8621 49 214 192 5758 940 692 285 4818 8583 248 73 7906 2253 1706 1683 415
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=31
num_cat=0
split_feature=5 1 3 5 2 3 0 2 2 5 1 1 6 3 0 0 0 6 5 1 3 1 1 5 0 0 5 1 0 2
split_gain=2.62051e+11 6.01033e+12 5.41279e+12 7.37355e+12 5.7837e+12 5.09319e+12 5.71876e+12 1.13802e+13 7.7862e+12 3.3911e+13 5.56417e+12 1.22956e+13 5.66156e+12 5.0888e+12 8.45628e+12 5.90037e+12 5.53988e+12 4.90768e+12 4.7105e+12 4.6476e+12 7.4519e+12 7.25909e+12 6.91199e+12 4.68132e+12 4.4859e+12 1.15299e+13 1.22492e+13 6.81483e+12 4.52858e+12 4.45308e+12
threshold=31.010000000000002 39.032393150000004 8.5000000000000018 27.010000000000002 1.5000000000000002 18.500000000000004 43.465905150000005 6.5000000000000009 3.5000000000000004 30.990000000000006 60.695889550000011 60.837513500000007 1.5000000000000002 20.500000000000004 55.055104550000003 55.002082750000007 57.117834900000013 1.5000000000000002 29.985000000000003 43.868031300000006 12.500000000000002 43.808567100000012 55.912026600000011 30.405000000000005 55.793358600000012 55.755036050000008 30.990000000000006 49.177301950000007 55.801980100000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 -4 -5 6 7 8 -6 18 17 -12 -13 14 15 -14 -16 24 -10 21 -21 -8 -22 -23 25 -7 27 -27 -26 -3
right_child=-2 2 3 4 5 10 19 -9 9 -11 11 12 13 -15 16 -17 -18 -19 -20 20 22 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=446.45472984988839 7.7921349976940419 -228.18163174557901 -63.367433883787193 1928.579572305599 -5746.363157435826 -3073.8934331358496 -3956.4248556172192 -12609.070710541931 34623.76946614583 152527.287109375 29306.060657428563 4237.8550765689197 -2784.2300734519958 -11601.526678910472 -10730.690927660766 35806.919873046878 11711.647270182561 1888.1831545919169 -31087.392050781255 -922.76538438441264 1890.0414271788163 -22544.019419020435 -5529.830098749474 10043.511642156864 -13707.079277773671 15132.329161416332 -13476.176782535602 54305.314223345595 -3938.6665203432744 1221.8524655955077
leaf_weight=140441 3925418 118540 52986 4034 28 2230 9481 79 24 24 168 2703 64 509 398 104 152 2379 20 20428 1496 325 7809 51 685 93 79 85 1545 25786
leaf_count=140441 3925418 118540 52986 4034 28 2230 9481 79 24 24 168 2703 64 509 398 104 152 2379 20 20428 1496 325 7809 51 685 93 79 85 1545 25786
internal_value=0 -77.8808 -369.743 -905.231 -1716.37 -2004.91 -2535.34 15502.1 38635.2 56910 -120.645 2813.14 1680.62 -3952.81 1469.48 21105.5 -4528.44 -1814.93 4755.06 -2615.07 -1991.23 -4496.85 -4336.91 -18123.9 -3682.58 -762.421 19294.3 33838.5 -6939.28 30.8887
internal_weight=0 392746 252305 107979 54993 50959 39765 175 96 68 11194 4098 3930 1227 718 168 550 7096 44 39590 29733 9857 9305 376 4717 2487 257 178 2230 144326
internal_count=4318164 392746 252305 107979 54993 50959 39765 175 96 68 11194 4098 3930 1227 718 168 550 7096 44 39590 29733 9857 9305 376 4717 2487 257 178 2230 144326
is_linear=0
shrinkage=0.1


Tree=4641
num_leaves=31
num_cat=0
split_feature=1 1 1 5 5 2 4 3 5 0 6 5 0 3 0 5 3 6 0 5 5 0 4 5 4 5 6 0 3 5
split_gain=2.97605e+11 2.76451e+12 1.16418e+13 1.89324e+13 3.11017e+13 4.39063e+13 1.42869e+13 2.19207e+13 1.73993e+13 1.24759e+13 1.20306e+13 1.23465e+13 1.07294e+13 1.31487e+13 1.26618e+13 1.05614e+13 1.00729e+13 1.1569e+13 1.45482e+13 2.05842e+13 1.03965e+13 9.90564e+12 2.01036e+13 1.70016e+13 1.35074e+13 1.74151e+13 1.34442e+13 1.9309e+13 4.00638e+13 3.56318e+13
threshold=39.718803500000007 39.787929450000007 39.826386800000009 107.05000000000001 125.85000000000001 2.5000000000000004 1.5000000000000002 18.500000000000004 56.005000000000003 63.563300600000012 1.5000000000000002 87.395000000000024 57.692655200000004 9.5000000000000018 57.641335050000002 91.050000000000011 11.500000000000002 1.5000000000000002 57.60800230000001 45.305000000000007 57.005000000000003 47.297889100000013 3.5000000000000004 114.05000000000001 1.5000000000000002 68.52500000000002 1.5000000000000002 57.692655200000004 5.5000000000000009 66.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 3 6 5 -5 -3 9 -9 12 -10 -12 13 14 -8 -14 20 -18 19 -19 -15 -2 23 24 25 -23 -26 -28 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 10 -11 11 -13 15 16 -16 -17 17 18 -20 -21 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=-30.166995793685842 -22.452830964079183 563.08350937307421 21.353143343653983 205845.77576264882 -25559.475016276043 13052.182425491897 -8575.5580492680965 4639.3716514000525 -15447.377385523179 20242.191500518653 -35467.161292237193 -97643.162717013896 -12367.185698786923 -4778.9360664727174 1742.6006096536109 -85705.922248535164 9806.4038938928825 68515.297247023816 5985.4641580499392 -34309.436702656836 23179.710271269221 5037.1151100864299 -20325.084026728233 50162.534603721222 6290.8099262644973 49980.576155037721 1376.5517958288019 12434.103478123199 -7303.8373384569049 -38502.342679842906
leaf_weight=1860914 64062 6903 2356611 21 36 27 3885 208 340 209 283 36 1079 191 1714 20 488 21 255 267 438 9580 378 76 2665 87 5138 596 1083 553
leaf_count=1860914 64062 6903 2356611 21 36 27 3885 208 340 209 283 36 1079 191 1714 20 488 21 255 267 438 9580 378 76 2665 87 5138 596 1083 553
internal_value=0 22.8459 2.8641 -2650.54 44702.7 97399.4 -2894.01 -5423.62 -20576.1 -3890.16 -28534.9 -42483.9 -4493.61 -3099.5 -5416.9 -13701.8 4716.84 -1367.58 -11409.8 -26811.8 14689.9 585.879 2519.35 2955.95 2773.85 5441.59 203.947 -1997.07 -9763.05 -17849.5
internal_weight=0 2.45725e+06 2.37303e+06 16421 84 48 16337 9434 867 8567 659 319 8358 7259 5599 1099 1660 1031 543 288 629 84218 20156 19778 19702 9667 10035 7370 2232 1636
internal_count=4318164 2457250 2373032 16421 84 48 16337 9434 867 8567 659 319 8358 7259 5599 1099 1660 1031 543 288 629 84218 20156 19778 19702 9667 10035 7370 2232 1636
is_linear=0
shrinkage=0.1


Tree=4642
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 5 0 2 1 1 5 3 2 0 0 1 0 2 1 6 0 2 1 1 5 3 5 1 0 0
split_gain=2.63413e+11 3.54837e+12 1.89932e+13 1.6812e+13 1.80749e+13 2.70705e+13 1.22264e+13 1.40965e+13 1.01745e+13 1.26573e+13 2.28855e+13 1.74373e+13 1.39349e+13 2.2012e+13 2.43595e+13 1.33483e+13 1.20954e+13 1.48576e+13 1.25696e+13 1.14486e+13 1.8989e+13 1.33531e+13 1.50768e+13 1.21387e+13 2.51979e+13 1.17536e+13 1.09461e+13 1.35206e+13 1.0518e+13 1.54317e+13
threshold=54.035000000000004 54.990000000000002 17.500000000000004 37.642309100000013 37.620907050000007 54.710000000000008 55.899899800000007 5.5000000000000009 37.582182450000005 37.475443250000005 54.710000000000008 16.500000000000004 5.5000000000000009 55.664473600000008 55.806974650000008 37.487839250000007 55.518428350000008 3.5000000000000004 37.559851850000008 1.5000000000000002 60.029906750000002 7.5000000000000009 37.457850350000008 37.342273500000012 54.410000000000004 9.5000000000000018 54.710000000000008 37.597123000000003 59.963407450000012 59.939091550000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 9 19 11 12 15 -14 -15 -11 -17 18 -18 20 28 -21 23 -23 -25 -22 -10 -28 29 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 26 10 -12 -13 13 14 -16 16 17 -19 -20 21 25 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-19.961797181129626 14794.259766047428 13.012531536301225 -3519.3470679840862 886.58268059798456 74569.8767531622 -28519.413691406251 108370.23126775569 -22822.121875000001 -398.69448618086562 74643.240796875005 69088.841551011035 -24456.250088867189 15104.718211836782 173160.89226190478 49040.284259033207 34443.602359008793 -10673.725929588609 -54867.063141159786 78072.488984375013 5578.5747537723873 14701.972297646345 -13310.092599733416 -77122.496235795465 -14370.276397705078 104998.05488978795 -37419.676771282328 -73073.871683517165 10667.247826754663 33339.715385345356 -32648.935397046236
leaf_weight=2611969 1127 1681305 6320 13114 42 40 44 23 315 25 85 100 139 21 64 64 79 63 20 1977 69 496 33 48 28 116 51 31 283 73
leaf_count=2611969 1127 1681305 6320 13114 42 40 44 23 315 25 85 100 139 21 64 64 79 63 20 1977 69 496 33 48 28 116 51 31 283 73
internal_value=0 30.559 1215.81 2827.35 7492.15 41842.5 67663.5 40108.1 6527.73 7772.78 20656.8 13497.3 21487.5 39618.4 79705.4 5307.06 -2362.87 -16903.7 7254.8 5771.96 12229.4 1600.37 -11399.5 -7607.75 29607.5 -17979.7 -8870.71 -41415.6 15997.9 11908.1
internal_weight=0 1.7062e+06 24890 18570 5456 149 109 65 5307 4910 660 575 475 224 85 251 226 162 99 4250 1668 2582 605 572 76 185 397 82 1483 1200
internal_count=4318164 1706195 24890 18570 5456 149 109 65 5307 4910 660 575 475 224 85 251 226 162 99 4250 1668 2582 605 572 76 185 397 82 1483 1200
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=31
num_cat=0
split_feature=3 2 0 2 3 0 1 1 1 5 5 0 5 5 5 0 5 5 0 0 5 3 1 1 1 0 0 5 0 5
split_gain=2.7764e+11 3.605e+12 8.51769e+12 1.05407e+13 1.34448e+13 1.32563e+13 1.29617e+13 3.0623e+13 1.73535e+13 1.72713e+13 2.16831e+13 2.69539e+13 2.0744e+13 1.39587e+13 1.21431e+13 1.50479e+13 1.37582e+13 1.14369e+13 3.28801e+13 3.00194e+13 1.42812e+13 1.99452e+13 1.99499e+13 1.36453e+13 1.30899e+13 1.64216e+13 1.39527e+13 1.09257e+13 1.01344e+13 1.66071e+13
threshold=17.500000000000004 6.5000000000000009 45.087005000000012 5.5000000000000009 36.500000000000007 55.784980300000008 30.278357500000002 30.315880100000005 30.346469350000003 107.05000000000001 94.040000000000006 59.982527000000012 89.00500000000001 40.905000000000008 36.305000000000007 59.863160500000006 80.00500000000001 99.555000000000021 55.039751500000008 55.014170500000006 104.75000000000001 22.500000000000004 40.247294600000011 37.66934650000001 82.902675200000019 59.896318000000008 54.943968150000011 82.00500000000001 58.000519000000004 107.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 9 -8 -9 10 12 -12 14 -10 -5 27 -17 24 19 -19 21 22 -20 -23 25 -15 -26 -16 29 -22
right_child=1 -3 3 4 5 -7 7 8 13 -11 11 -13 -14 17 15 16 -18 18 20 -21 28 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-11.349739571569845 2316.7900534583655 -75.894250334474449 -168.61564869820305 6049.3907874898077 21681.665940020161 -55910.100030196343 22633.770780791212 -12738.023348204297 -812.01520817536084 71857.217885044651 12402.169285300926 -118273.13252467106 69954.959982638888 2366.3465487413901 19485.466862400826 -19995.359272505761 46698.147021484379 -23578.727655144459 -102033.48020198171 -127173.48855108964 78326.066892361108 69303.275292968756 -13958.999116847828 -13692.227903395433 -10126.171698305419 14985.669436063834 13527.117666265291 -49567.212740384617 -25452.681623370834 12232.84794393734
leaf_weight=3597421 21297 533397 137746 515 31 76 745 768 8336 28 27 38 36 12017 193 926 32 106 41 38 45 32 69 52 278 1128 2423 26 52 245
leaf_count=3597421 21297 533397 137746 515 31 76 745 768 8336 28 27 38 36 12017 193 926 32 106 41 38 45 32 69 52 278 1128 2423 26 52 245
internal_value=0 56.6496 434.018 192.539 1950.22 -33430.2 2084.48 2647.85 2066.91 -6075.3 -7292.31 -63992.6 -5159.49 2524.25 -6757.67 -12361.4 -17767.6 4207.11 -8492.05 -50916.2 2905.5 -18767.2 -46786.8 17925.1 4752.07 3449.24 11092.6 11287.4 15199.4 22488.7
internal_weight=0 720743 187346 166049 28303 107 28196 26375 25630 1821 1793 65 1728 24862 1692 1177 958 16526 680 144 536 194 110 84 15846 13145 2701 219 342 290
internal_count=4318164 720743 187346 166049 28303 107 28196 26375 25630 1821 1793 65 1728 24862 1692 1177 958 16526 680 144 536 194 110 84 15846 13145 2701 219 342 290
is_linear=0
shrinkage=0.1


Tree=4644
num_leaves=31
num_cat=0
split_feature=2 4 4 1 1 3 5 1 3 5 5 0 1 1 0 0 5 2 4 3 6 5 5 0 0 0 5 0 5 5
split_gain=3.20499e+11 5.13027e+12 1.15003e+13 7.9106e+12 2.06279e+13 4.7511e+12 5.85699e+12 4.48836e+12 1.53529e+13 3.19655e+13 2.85274e+13 1.94489e+13 1.33003e+13 1.06167e+13 3.82931e+13 2.33309e+13 2.01284e+13 1.98525e+13 1.79164e+13 1.88554e+13 2e+13 2.65151e+13 1.64337e+13 2.19441e+13 4.00854e+13 1.48035e+13 1.43894e+13 1.29433e+13 1.24388e+13 2.17893e+13
threshold=12.500000000000002 7.5000000000000009 5.5000000000000009 38.151577750000008 37.314272700000011 7.5000000000000009 63.855000000000011 60.648383500000008 13.500000000000002 128.92000000000004 77.715000000000018 57.131524800000008 65.480823400000006 60.55755580000001 56.782419000000012 56.863241500000008 65.045000000000016 19.500000000000004 2.5000000000000004 25.500000000000004 1.5000000000000002 102.01000000000001 62.385000000000012 56.838612000000005 56.852744000000008 56.831297550000009 116.06000000000002 56.838612000000005 85.91500000000002 97.050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 13 9 10 12 -12 -9 -7 16 17 -15 -16 22 20 25 -22 -19 -24 -25 -20 -23 -21 -29 -30
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 18 19 27 21 26 23 24 -26 -27 -28 28 29 -31
leaf_value=-9.7553073971225572 46657.652847614692 50722.194374999999 867.36394573709242 -5719.2752485795463 -134576.40398615057 136.32259246748106 -12493.469771634616 39429.277272157415 -421.79371197614751 -119645.56595982144 14033.945604166669 117459.6118733724 -22402.802507517183 -7904.4230907453129 10949.37006498956 -3988.0589265430935 -42889.875014884019 732.54969053789478 29289.432951200186 -5700.2944758300782 -17586.989734758648 -144990.98639322919 12386.201939789587 191498.72734375001 28685.661237556706 -31568.567495888157 -56187.435050675682 -13120.54959129051 146340.35372023811 3932.1829190340914
leaf_weight=3827415 47 20 23 44 22 381953 26 37 96250 28 75 24 582 590 5330 2367 228 1629 69 525 84 36 476 20 62 95 37 27 21 22
leaf_count=3827415 47 20 23 44 22 381953 26 37 96250 28 75 24 582 590 5330 2367 228 1629 69 525 84 36 476 20 62 95 37 27 21 22
internal_value=0 76.0829 74.0188 -35869.4 -65349.6 80.5388 25590.1 76.7428 -532.555 -14823.1 -10735.3 39106.8 -18706.9 226.905 3204.88 4784.89 -17655.9 7247.31 888.31 -10852.9 -30386.2 -55897.6 5805.96 20617.1 68396.2 -5963.68 -99981 -314.713 40077.2 73480.4
internal_weight=0 490749 490729 89 45 490640 73 490567 96996 746 718 99 619 393571 11618 10800 818 8433 3103 916 321 157 2187 558 82 164 73 595 70 43
internal_count=4318164 490749 490729 89 45 490640 73 490567 96996 746 718 99 619 393571 11618 10800 818 8433 3103 916 321 157 2187 558 82 164 73 595 70 43
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=31
num_cat=0
split_feature=1 1 5 3 4 0 3 2 1 1 3 0 1 5 2 0 6 1 0 0 0 4 3 0 3 0 0 5 0 6
split_gain=2.97337e+11 4.16527e+12 9.44174e+12 4.34279e+13 1.82067e+13 3.05625e+13 4.2702e+13 3.30816e+13 3.13957e+13 2.20866e+13 2.80995e+13 1.75799e+13 1.81571e+13 3.187e+13 2.1335e+13 2.00722e+13 1.77223e+13 1.59304e+13 1.75404e+13 1.38554e+13 1.41326e+13 2.62187e+13 2.05108e+13 2.64988e+13 2.43566e+13 1.90838e+13 1.60201e+13 5.38772e+13 2.08164e+13 3.60755e+13
threshold=41.950906500000009 39.925119750000007 76.00500000000001 5.5000000000000009 2.5000000000000004 44.998833400000002 7.5000000000000009 7.5000000000000009 39.969502550000009 41.900971000000006 21.500000000000004 45.005863250000004 39.969502550000009 109.05000000000001 12.500000000000002 56.110481950000008 1.5000000000000002 41.900971000000006 44.998833400000002 57.641335050000002 56.320495600000008 3.5000000000000004 7.5000000000000009 44.893607100000004 6.5000000000000009 56.911498950000002 56.110481950000008 92.035000000000011 56.093493200000005 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 17 5 6 8 -8 -5 10 -9 -7 14 15 -13 -14 -17 -4 -19 20 22 25 23 24 -6 -22 28 -28 -24 -30
right_child=-2 2 3 4 19 11 7 9 -10 -11 -12 12 13 -15 -16 16 -18 18 -20 -21 21 -23 26 -25 -26 -27 27 -29 29 -31
leaf_value=1.6510860220518038 25.456458877278305 -358.66702999003564 3989.5774866896027 170928.0927286784 -35527.366373697922 -79591.369931030276 -68058.901665900747 125293.74140625 28159.582812500001 -49586.075968750003 -24522.917745535713 -35833.690455587632 -22644.374319888328 -124242.4993125 -122981.85327148438 -2206.8921104501146 69213.358057598045 -3043.2487209875608 49309.86734409671 4692.6658372784759 -120422.04776785715 35630.396020833337 -2575.0062519697185 -12868.585492429482 -149243.02076612905 -23676.240234375 -9448.6630357583999 72856.355355729742 -42073.244935417177 94264.571651785722
leaf_weight=2010362 2224570 74630 2476 24 48 64 68 31 43 25 21 230 328 25 32 109 51 103 169 951 21 75 2104 226 31 701 253 116 256 21
leaf_count=2010362 2224570 74630 2476 24 48 64 68 31 43 25 21 230 328 25 32 109 51 103 169 951 21 75 2104 226 31 701 253 116 256 21
internal_value=0 -27.049 -720.263 -3857.43 -8725.61 -20647.5 13276.4 -17231.3 79300.5 27655.5 64790.9 -29219.4 -25059.7 -14121 -46477.7 -8479.56 20558.3 6513.14 29485 -6116.85 -8785.55 -20644.5 -5691.76 -30295.6 -80150 -26490.2 -2962.98 16425 -5967.66 -31737.2
internal_weight=0 2.09359e+06 83232 8602 5854 1051 212 145 67 77 52 839 775 513 262 488 160 2748 272 4803 3852 797 3055 305 79 722 2750 369 2381 277
internal_count=4318164 2093594 83232 8602 5854 1051 212 145 67 77 52 839 775 513 262 488 160 2748 272 4803 3852 797 3055 305 79 722 2750 369 2381 277
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=31
num_cat=0
split_feature=1 0 5 2 3 2 1 0 5 0 3 0 5 3 3 3 5 5 3 5 2 2 2 4 2 5 5 5 0 5
split_gain=2.97931e+11 2.765e+12 1.13546e+13 7.01425e+12 1.44066e+13 5.88732e+12 3.18828e+12 1.54478e+13 1.49211e+13 1.28774e+13 2.74737e+13 1.77418e+13 3.82024e+13 1.54335e+13 1.50427e+13 1.29897e+13 1.08243e+13 1.05635e+13 2.85664e+13 2.11869e+13 1.58493e+13 1.17822e+13 1.40595e+13 2.25643e+13 1.7853e+13 1.52371e+13 2.37333e+13 2.93514e+13 5.13895e+13 1.54554e+13
threshold=39.718803500000007 43.592450450000008 77.715000000000018 6.5000000000000009 9.5000000000000018 3.5000000000000004 39.714575750000009 47.249522000000006 137.05000000000004 47.236539400000005 17.500000000000004 47.228519500000004 92.035000000000011 4.5000000000000009 23.500000000000004 17.500000000000004 59.810000000000009 86.810000000000016 22.500000000000004 87.395000000000024 1.5000000000000002 6.5000000000000009 4.5000000000000009 3.5000000000000004 5.5000000000000009 91.050000000000011 96.015000000000015 105.35000000000001 46.672631750000008 142.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 9 -9 11 -11 14 13 -13 17 -15 -12 -8 19 -19 -21 22 25 24 -24 -22 -27 28 -28 -29
right_child=-2 6 -4 -5 -6 -7 7 8 -10 10 16 12 -14 15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-11795.058037405302 22.858440501437119 -18.212366962405326 -54436.475624999999 -22674.701669034093 114896.20195312501 48403.148632812503 -5966.9707878346508 3087.3313890967129 -72830.874068509613 -7113.1601640181107 -26583.352673760779 90412.824526515149 -68319.819264190053 11872.009851107663 5375.9498104400727 58620.485607394367 -77546.142464599616 112458.50972656249 -92018.773270089296 -58500.25974264706 -54135.92410888672 -4298.5735432323845 135029.45837673612 -12991.434598214286 37372.700721153844 92547.427834670612 -174083.63593750002 51299.545397278504 22062.832128906251 -45788.452421875001
leaf_weight=33 2457250 1842673 20 22 20 32 8002 6044 26 979 87 33 49 365 1687 71 80 20 28 34 32 263 36 35 39 37 22 91 34 20
leaf_count=33 2457250 1842673 20 22 20 32 8002 6044 26 979 87 33 49 365 1687 71 80 20 28 34 32 263 36 35 39 37 22 91 34 20
internal_value=0 -30.1835 14724.5 27651.8 40677.5 17841 -31.1905 -1351.41 2762.15 -3424.59 -13508.1 -2364.24 15697.5 24475.4 -3265.59 19484.7 -50996.7 -4942.6 6919.97 11098.4 7945.65 11655.3 23782 53308.1 84247.9 10019.9 20083.5 4028.66 -54994.7 33806.2
internal_weight=0 1.86091e+06 127 107 85 65 1.86079e+06 18114 6070 12044 1146 10898 518 469 10380 436 167 8693 691 663 643 609 346 110 75 236 204 167 56 111
internal_count=4318164 1860914 127 107 85 65 1860787 18114 6070 12044 1146 10898 518 469 10380 436 167 8693 691 663 643 609 346 110 75 236 204 167 56 111
is_linear=0
shrinkage=0.1


Tree=4647
num_leaves=31
num_cat=0
split_feature=4 5 5 1 0 1 1 2 1 0 0 0 0 1 1 0 1 5 5 1 5 2 5 0 1 2 0 1 5 5
split_gain=2.79122e+11 1.64362e+12 5.55281e+12 1.09448e+13 1.74395e+13 7.79023e+12 7.28998e+12 6.63924e+12 5.00081e+12 7.32152e+12 9.59293e+12 7.03638e+12 7.29825e+12 6.46317e+12 6.49549e+12 6.27792e+12 6.25802e+12 8.7297e+12 9.64625e+12 6.83081e+12 5.71575e+12 6.59581e+12 5.68381e+12 5.61974e+12 1.72573e+13 1.54976e+13 1.40218e+13 1.19255e+13 1.1005e+13 1.75596e+13
threshold=4.5000000000000009 110.05000000000001 112.04500000000002 44.005491150000005 55.455204450000004 37.777459000000007 30.346469350000003 2.5000000000000004 45.148007750000012 55.061033200000004 55.212972300000011 55.043101600000007 55.046835900000012 47.554129950000011 92.928903050000017 55.160271200000004 60.601268000000012 77.00500000000001 97.050000000000011 65.58467570000002 104.75000000000001 7.5000000000000009 109.05000000000001 59.916647550000008 30.305955500000003 1.5000000000000002 55.734663800000007 30.243224600000001 26.005000000000006 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 -6 -5 23 11 15 -10 -13 20 16 -11 -15 19 -19 -18 21 -12 -20 26 27 -26 -2 -25 -28 -30
right_child=1 2 -4 7 5 -7 -8 -9 9 10 13 12 -14 14 -16 -17 17 18 22 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-1.4691990120055209 139.06805693197748 -86156.889843750003 878.8143973874212 8567.0187735098389 -8351.4048650568184 -31376.659001358697 64338.956292229734 70789.047833381817 -472.89819084562635 18746.459040715145 24064.973837890626 -58230.904975818448 -11034.564846371644 6094.1396519522186 25979.296439302885 66240.971720805916 -80041.4736328125 9965.1538397894983 -30797.726039543708 -8712.8463867187511 -16004.836411830358 92013.975781250003 14848.508616727941 18768.590056818182 76037.203701435443 10975.101453868621 -82742.563046875002 -38175.558682608389 10794.983369140626 -24700.637310756007
leaf_weight=4303792 1148 20 9262 27 22 23 37 47 1004 104 50 42 149 646 104 38 29 216 138 25 21 20 34 55 44 218 25 111 190 523
leaf_count=4303792 1148 20 9262 27 22 23 37 47 1004 104 50 42 149 646 104 38 29 216 138 25 21 20 34 55 44 218 25 111 190 523
internal_value=0 439.962 1213.18 18809.1 -2431.28 17989.6 37234.1 48086.4 -1039.09 1952.84 6793.75 -3819.78 -21412.8 4064.15 2103.08 31456.3 -179.203 -9347.94 -4105.06 -47019 29751.9 43479 -21774.6 -4426.67 5918.21 21901.6 -6774.28 -19308.5 -17528.4 -15241.8
internal_weight=0 14372 9438 176 102 82 59 74 4934 2620 1425 1195 191 1283 1192 142 1088 442 388 54 91 70 172 2314 428 262 1886 166 738 713
internal_count=4318164 14372 9438 176 102 82 59 74 4934 2620 1425 1195 191 1283 1192 142 1088 442 388 54 91 70 172 2314 428 262 1886 166 738 713
is_linear=0
shrinkage=0.1


Tree=4648
num_leaves=31
num_cat=0
split_feature=2 4 4 0 0 3 5 1 3 5 5 0 1 1 0 0 2 3 5 4 6 3 5 0 1 5 5 5 2 3
split_gain=2.69828e+11 4.11335e+12 9.30335e+12 7.67247e+12 1.32606e+13 3.84941e+12 4.7472e+12 3.71622e+12 1.2438e+13 2.59087e+13 2.31072e+13 1.5925e+13 1.07732e+13 8.55365e+12 3.10186e+13 1.97509e+13 2.14992e+13 2.01893e+13 1.85158e+13 1.81616e+13 1.60588e+13 1.59374e+13 2.46885e+13 1.59198e+13 1.39593e+13 2.77156e+13 4.94975e+13 4.35271e+13 2.62206e+13 1.64888e+13
threshold=12.500000000000002 7.5000000000000009 5.5000000000000009 55.695992150000002 56.663136550000011 7.5000000000000009 63.855000000000011 60.648383500000008 13.500000000000002 128.92000000000004 77.715000000000018 55.993277250000013 65.480823400000006 60.55755580000001 56.782419000000012 56.852744000000008 19.500000000000004 25.500000000000004 94.040000000000006 2.5000000000000004 1.5000000000000002 24.500000000000004 104.75000000000001 56.831297550000009 60.601268000000012 114.05000000000001 109.05000000000001 137.05000000000004 15.500000000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 13 9 10 12 -12 -9 -7 18 16 24 -17 -15 -18 23 22 -22 -21 29 26 -26 -27 -29 -16
right_child=1 -3 3 4 -6 7 -8 8 -10 -11 11 -13 -14 14 15 17 19 -19 -20 20 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-8.950978578512963 42002.333153257983 45419.471250000002 -2567.6210404829544 -119326.06566220238 -10515.138523356121 125.73909147088435 -11250.754026442308 35481.664896537164 -384.31414218748228 -107717.13125000001 4873.3249999999998 88248.212700737859 -20167.125667988887 -13223.630551470724 76449.140673828122 -6216.7370410573467 5369.8323191609088 12610.846118247788 -100629.75740625001 11786.489402465821 -21368.366123383621 -20501.981370869624 -161850.84747869321 -24816.97901236721 8271.9998836601771 -75391.884259406885 139560.41508620689 -39374.314322916674 81044.926865234389 16955.845166880386
leaf_weight=3827415 47 20 44 21 24 381953 26 37 96250 28 63 36 582 793 48 2604 1897 729 25 320 29 244 22 189 2937 98 29 33 40 1581
leaf_count=3827415 47 20 44 21 24 381953 26 37 96250 28 63 36 582 793 48 2604 1897 729 25 320 29 244 22 189 2937 98 29 33 40 1581
internal_value=0 69.8098 67.9616 -32260.5 -61293.6 73.8258 23035.5 70.409 -484.008 -13346.6 -9666.42 35191.5 -16840.8 207.046 2880.07 4302.11 7159.22 -2098.73 -15895 31.4531 -12564.2 -31128.4 -81968.7 -1804.98 11198.7 7298.74 9555.67 -31847.7 26608.8 18708.9
internal_weight=0 490749 490729 89 45 490640 73 490567 96996 746 718 99 619 393571 11618 10800 7467 3333 818 2701 804 295 51 509 4766 3137 2966 171 73 1629
internal_count=4318164 490749 490729 89 45 490640 73 490567 96996 746 718 99 619 393571 11618 10800 7467 3333 818 2701 804 295 51 509 4766 3137 2966 171 73 1629
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=31
num_cat=0
split_feature=1 5 5 1 3 2 5 2 1 0 0 0 0 1 1 1 2 1 1 3 3 1 1 3 1 0 2 3 0 1
split_gain=2.82546e+11 3.08232e+12 6.3911e+12 8.84367e+12 9.85764e+12 1.93134e+13 1.51286e+13 1.67513e+13 1.59006e+13 1.42499e+13 1.2038e+13 2.13394e+13 6.20048e+13 3.68266e+13 3.02534e+13 3.88424e+13 1.2491e+13 1.25449e+13 3.85081e+13 9.96055e+12 2.56427e+13 8.7374e+12 4.9229e+13 1.17276e+13 8.66835e+12 8.4685e+12 9.70323e+12 1.11796e+13 8.24551e+12 7.83948e+12
threshold=39.704585000000002 31.795000000000005 32.475000000000001 37.914142000000005 9.5000000000000018 2.5000000000000004 32.005000000000003 7.5000000000000009 30.226173900000003 59.990816400000007 55.885524800000006 55.795550600000006 55.755036050000008 37.767735350000002 37.582182450000005 37.615058950000012 8.5000000000000018 37.516458750000005 37.620907050000007 20.500000000000004 19.500000000000004 37.620907050000007 37.597123000000003 21.500000000000004 30.259484550000003 55.784980300000008 6.5000000000000009 7.5000000000000009 60.017447350000005 37.582182450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 9 -9 11 12 16 14 25 -16 -7 -18 -19 20 -11 22 -8 -24 -12 26 27 -14 -21 -13
right_child=-2 2 -4 -5 6 10 21 8 -10 19 24 29 13 -15 15 -17 17 18 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=368.87561365043678 21.901040757804228 797.45907421834397 -44.507783591584037 459.49740289769318 10472.248784975882 -4707.57765485857 -5796.0165309210361 -8789.9240358214447 -4695.5764396066843 19531.509896689968 -2161.9023688939301 1740.0089526041666 -46504.252046130954 22339.187563775511 -242017.41375000004 -82059.064980158742 -12146.620041038877 158329.17060546877 -1895.8012158203126 62794.309772858796 120140.2562294408 11046.845994828658 -64436.792252604166 -164076.67023809525 -14898.013850181076 -73596.982517538272 -72264.994735054352 52467.863417968751 1230.5182009015766 22890.297158136338
leaf_weight=175253 2491643 3908 1619194 13647 1941 2574 2517 138 2388 76 669 375 21 49 20 63 42 24 40 27 38 275 27 21 2656 49 23 25 112 329
leaf_count=175253 2491643 3908 1619194 13647 1941 2574 2517 138 2388 76 669 375 21 49 20 63 42 24 40 27 38 275 27 21 2656 49 23 25 112 329
internal_value=0 -29.8762 -72.1967 -1470.02 -2899.02 -4828.16 -125.994 3343.98 -1634.78 17058.8 -7987.37 -4008.99 -7765.22 -55394.8 -74344.8 -120603 -3322.16 30319.9 58188.6 31158.1 53067.8 -5892.99 -7709.15 -108029 -12335.5 -41807.1 -19231.7 7284.94 13189 11624.2
internal_weight=0 1.82652e+06 1.65127e+06 32074 18427 10867 7560 4720 2779 391 6959 3634 2930 250 201 83 2680 106 64 253 114 2840 2565 48 3325 118 69 46 139 704
internal_count=4318164 1826521 1651268 32074 18427 10867 7560 4720 2779 391 6959 3634 2930 250 201 83 2680 106 64 253 114 2840 2565 48 3325 118 69 46 139 704
is_linear=0
shrinkage=0.1


Tree=4650
num_leaves=31
num_cat=0
split_feature=5 1 1 0 0 0 3 1 0 0 4 1 5 1 5 0 0 1 0 5 6 2 0 3 5 3 1 2 3 1
split_gain=3.10228e+11 4.71612e+12 7.44713e+12 1.74337e+13 2.80229e+13 9.75111e+12 7.6029e+12 7.44033e+12 6.30391e+12 6.30225e+12 7.36024e+12 8.83358e+12 8.39102e+12 6.04598e+12 5.68165e+12 1.42996e+13 1.32296e+13 1.43034e+13 1.32782e+13 1.08576e+13 9.34617e+12 1.656e+13 3.8976e+13 3.5409e+13 1.25657e+13 1.20454e+13 1.63858e+13 1.04762e+13 9.65753e+12 2.47141e+13
threshold=31.010000000000002 38.233559750000005 37.944765900000007 55.885524800000006 55.851332700000007 55.708120100000009 23.500000000000004 38.058342000000003 56.054485600000007 55.719391050000006 1.0000000180025095e-35 37.998366300000008 28.035000000000004 38.633372000000001 28.035000000000004 55.299834250000011 55.899899800000007 37.098288800000006 55.851332700000007 30.025000000000002 1.5000000000000002 9.5000000000000018 55.664473600000008 15.500000000000002 30.025000000000002 17.500000000000004 37.542000650000013 18.500000000000004 7.5000000000000009 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 -4 9 -6 -5 -7 11 -11 -13 -3 -1 -16 18 19 20 -18 -17 24 -23 -24 -22 26 -25 -27 -26 -30
right_child=-2 13 3 8 7 6 -8 -9 -10 10 -12 12 -14 -15 15 16 17 -19 -20 -21 21 22 23 25 28 27 -28 -29 29 -31
leaf_value=-339.95717306883671 8.4782022967782158 -4591.2174152411972 -323.94353763493257 17649.489125535296 -46470.165852727812 23694.762553710942 -23183.224182298451 -16206.723138237001 6525.537972320174 -20291.94491245579 11579.25431910839 23105.531062227139 -27134.261059570315 -252.94490173364557 -3421.2897622596029 -1481.1170286323277 4047.8370381127243 -5235.2315544263474 15503.317023937409 -799.81147594216793 -451.4906297958882 -5893.346177805337 140924.87598087089 29966.565263576136 4981.7478490739823 1268.8128541047909 120400.52438446971 45255.184472033441 32783.44394678752 825.43835724377243
leaf_weight=64547 3925418 3250 3987 888 119 280 72 256 1195 185 1030 136 44 277869 5733 2597 9489 3559 1050 9005 3244 289 34 51 2617 121 33 98 480 488
leaf_count=64547 3925418 3250 3987 888 119 280 72 256 1195 185 1030 136 44 277869 5733 2597 9489 3559 1050 9005 3244 289 34 51 2617 121 33 98 480 488
internal_value=0 -84.738 465.179 3367.52 673.756 2405.8 8635.61 -25810.3 11267.8 10003.3 7255.25 -4946.75 10824.7 -303.099 235.315 1190.16 1987.55 570.237 4802.9 1687.45 3685.17 5484.88 21051.6 44158.7 4057.91 33300.5 65494.2 20952.2 8138.38 16672.4
internal_weight=0 392746 111627 8192 6109 5734 1747 375 2083 1675 1395 365 180 281119 103435 38888 33155 22053 11102 18494 10052 7455 626 337 6829 303 84 219 3585 968
internal_count=4318164 392746 111627 8192 6109 5734 1747 375 2083 1675 1395 365 180 281119 103435 38888 33155 22053 11102 18494 10052 7455 626 337 6829 303 84 219 3585 968
is_linear=0
shrinkage=0.1


Tree=4651
num_leaves=31
num_cat=0
split_feature=1 0 1 0 5 0 0 0 0 5 1 0 0 3 1 2 2 1 5 5 6 5 4 6 0 0 0 3 1 5
split_gain=2.66009e+11 3.06907e+12 7.0727e+12 6.3409e+13 4.60248e+13 3.94203e+13 3.51789e+13 3.30643e+13 4.72127e+13 2.527e+13 2.37559e+13 4.5938e+13 3.56269e+13 3.21645e+13 2.55255e+13 2.3091e+13 2.29831e+13 1.91919e+13 1.90824e+13 1.82905e+13 1.58806e+13 1.58053e+13 1.52267e+13 1.47867e+13 5.53569e+13 6.00304e+13 4.17699e+13 7.01479e+13 2.84336e+13 4.70238e+13
threshold=39.704585000000002 45.029420750000007 39.032393150000004 55.628356700000005 46.810000000000009 57.157092150000004 55.91302515000001 45.070824200000011 45.073740550000004 81.910000000000011 39.080602550000002 45.03656895000001 45.053747000000008 18.500000000000004 39.110397700000007 1.5000000000000002 4.5000000000000009 39.262370300000008 107.05000000000001 71.00500000000001 1.5000000000000002 90.015000000000015 3.5000000000000004 1.5000000000000002 45.133160800000006 47.208883950000008 55.160271200000004 14.500000000000002 39.143775600000005 69.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 6 19 -5 9 15 17 12 14 -11 18 16 -9 -12 -4 21 -6 -14 -13 -22 26 -25 -26 -10 -28 29 -27
right_child=-2 2 3 4 5 -7 -8 8 23 10 11 13 20 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=374.53255215261976 21.250455173016256 4.195854634860094 -2748.273225513658 -41531.037730734693 -40847.268805187639 -15328.042894096376 -234.85672120404388 113516.74474431819 1289.7777911720132 -56741.489302635193 115748.73660092562 -49128.898322559457 4605.0040399045365 52747.361488970593 -27199.134842936201 10763.400789328305 32985.172026997228 58056.615812800475 -85221.378604714919 -102934.31867629717 -27929.546230233434 988.44121609540059 61059.8326953125 -7709.1821229552997 5063.3693445102754 -3921.3647961912611 15315.789926866666 156936.52699869793 -485.53898485450748 -27054.527923867587
leaf_weight=170853 2491643 1463815 29597 224 453 1600 2608 22 44998 256 46 113 294 51 48 3705 124 52 57 53 498 142 20 10099 19284 7817 157 45 68500 990
leaf_count=170853 2491643 1463815 29597 224 453 1600 2608 22 44998 256 46 113 294 51 48 3705 124 52 57 53 498 142 20 10099 19284 7817 157 45 68500 990
internal_value=0 -28.9887 -70.6292 -641.535 -11826.6 -23021.9 -3501.22 -346.044 250.424 -3311.75 -15360.4 912.796 -24213.2 -20878 37197.5 11369.9 55380 -2641.63 -32912.9 -47350.5 -13957.9 -21220.4 -24493.7 -22.4214 -664.633 71.9042 1493.45 46865 -1173.2 -6521.78
internal_weight=0 1.82652e+06 1.65567e+06 191853 4938 2106 2832 186915 155617 31298 1649 581 1068 363 218 3727 170 29649 312 506 812 255 518 151890 106690 96591 45200 202 77307 8807
internal_count=4318164 1826521 1655668 191853 4938 2106 2832 186915 155617 31298 1649 581 1068 363 218 3727 170 29649 312 506 812 255 518 151890 106690 96591 45200 202 77307 8807
is_linear=0
shrinkage=0.1


Tree=4652
num_leaves=31
num_cat=0
split_feature=6 4 5 3 5 1 1 1 1 0 0 2 0 0 1 1 1 3 0 3 5 0 5 3 0 1 5 1 3 1
split_gain=3.29474e+11 8.63632e+12 1.84046e+13 3.4726e+13 2.4218e+13 3.82078e+13 3.90599e+13 3.21409e+13 2.47632e+13 1.99826e+13 2.02127e+13 1.94119e+13 1.74447e+13 7.2197e+13 4.15513e+13 5.23402e+13 3.61259e+13 1.17818e+14 4.01536e+13 4.23271e+13 3.66379e+13 4.17481e+13 3.65341e+13 5.99925e+13 6.06872e+13 3.53286e+13 3.49102e+13 3.09729e+13 3.03351e+13 1.32674e+14
threshold=1.5000000000000002 2.5000000000000004 80.00500000000001 17.500000000000004 59.245000000000012 82.907204800000002 83.093115700000013 82.897133550000021 30.323743050000001 59.990816400000007 60.035045000000004 14.500000000000002 59.904813200000007 59.932719750000011 30.323743050000001 30.207352000000004 30.362552800000003 15.500000000000002 59.990816400000007 16.500000000000004 77.00500000000001 60.035045000000004 78.010000000000005 11.500000000000002 59.963407450000012 30.278357500000002 72.010000000000005 30.346469350000003 11.500000000000002 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 7 11 12 -3 -10 -11 -7 14 28 15 -6 17 20 -18 -20 26 22 23 -22 -25 -17 -15 -28 -14 -30
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 -12 -13 13 16 -16 25 18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-162.39410987089576 17.816384639877189 27467.233706886385 -260.8897142664656 -840.42293598136439 -3326.2433110745569 19442.002019857322 3254.225390446958 -24908.400400057708 297.79316349203907 -53900.503615419708 -3565.3180616768245 59114.049897085344 33350.306022426063 30225.774599550015 3717.2949785120436 -138757.80717648237 -27979.513074761082 -48466.362665607179 1372.6564810235582 102398.40243459302 230397.89364583336 -60723.872486926666 40931.484655149019 -51398.39235491072 144896.18697916667 -37190.825380025301 -4262.2161434341388 109066.15087500001 308867.6129925272 38475.811765874816
leaf_weight=1048467 3049503 331 126420 36171 1041 2407 2194 396 19690 137 191 130 280 802 26478 39 533 263 1167 43 30 31 259 28 36 281 682 25 23 86
leaf_count=1048467 3049503 331 126420 36171 1041 2407 2194 396 19690 137 191 130 280 802 26478 39 533 263 1167 43 30 31 259 28 36 281 682 25 23 86
internal_value=0 -42.8256 526.507 1588.02 3112.93 4628.35 13025 3406.91 338.585 -109.991 -24589.5 21474.9 3755.93 9693.33 2841.4 -14199 5594.78 14249.6 -5110.76 4962.83 22962.9 50541.3 60312.5 113713 59017.3 -49569.3 15944.9 -254.848 50773.7 95531
internal_weight=0 1.26866e+06 220194 93774 57603 37254 4731 32523 20349 20018 328 2537 32127 4288 27839 1361 3899 2156 1743 1210 1893 384 353 94 64 320 1509 707 389 109
internal_count=4318164 1268661 220194 93774 57603 37254 4731 32523 20349 20018 328 2537 32127 4288 27839 1361 3899 2156 1743 1210 1893 384 353 94 64 320 1509 707 389 109
is_linear=0
shrinkage=0.1


Tree=4653
num_leaves=31
num_cat=0
split_feature=5 4 0 1 5 3 4 1 0 2 5 3 0 0 3 0 3 0 1 1 3 2 3 1 0 3 1 2 2 0
split_gain=3.33333e+11 3.24254e+12 7.4022e+12 1.78282e+13 6.4091e+13 2.05616e+13 1.24706e+13 1.77505e+13 1.09072e+13 1.87474e+13 1.95117e+13 3.42915e+13 4.10294e+13 2.99329e+13 3.07535e+13 1.96153e+13 1.90201e+13 1.78027e+13 3.22412e+13 2.09202e+13 2.28072e+13 1.63211e+13 1.2698e+13 1.26262e+13 1.23655e+13 1.19885e+13 1.11131e+13 1.32325e+13 1.11015e+13 1.04895e+13
threshold=81.910000000000011 2.5000000000000004 54.708501450000007 20.507360500000004 86.02500000000002 7.5000000000000009 1.5000000000000002 92.928903050000017 55.010031850000011 1.5000000000000002 87.00500000000001 6.5000000000000009 54.725565150000001 54.725565150000001 6.5000000000000009 54.99493995000001 8.5000000000000018 55.020029900000004 82.945329900000004 82.940215400000014 21.500000000000004 3.5000000000000004 11.500000000000002 83.093115700000013 54.762542150000009 4.5000000000000009 83.011163250000024 3.5000000000000004 5.5000000000000009 54.811549550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -4 9 24 11 12 -11 14 21 22 -13 18 19 -10 -21 -12 -15 -18 25 -8 27 29 -24 -14
right_child=1 -3 6 -5 5 -7 8 -9 17 10 13 16 26 15 -16 -17 23 -19 -20 20 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.6586547252172021 193804.88809481534 189.85694707755013 2375.6779779087628 728.8910623216093 -74443.716 37396.703580729169 15087.34978448276 -70068.437844669126 -54074.197309027775 -154012.50850694446 128961.01147836538 105995.33035714287 60659.971728515629 -23175.33161032245 -16251.369813939147 -91221.84926835318 3237.4447685304754 -2703.1341083729026 144931.89970238096 105425.85952148438 8547.6702888111085 15798.332875 1754.5764322916668 71806.377801724142 30521.619899482484 -84123.213504464293 -73733.374260602679 -72661.292354910722 -79835.902791039742 -14232.958715277777
leaf_weight=3935898 22 341443 6472 15033 25 48 29 34 36 27 26 21 32 369 152 63 363 17489 21 32 101 25 21 29 157 21 28 21 81 45
leaf_count=3935898 22 341443 6472 15033 25 48 29 34 36 27 26 21 32 369 152 63 363 17489 21 32 101 25 21 29 157 21 28 21 81 45
internal_value=0 89.1515 -753.147 1001.79 44185.9 -904.81 -1786.37 1997.09 -3069.15 -11226.9 -15668 -1704.32 -42144.6 -26391.9 6294.27 -38817.5 13277.2 -2372.38 28072.8 13551.9 31856.7 73489.1 -31808 8310.15 16728.7 -26581.1 -18172.9 -2298.48 -63037.9 16891.4
internal_weight=0 382266 40823 15128 95 73 25695 6506 19189 1510 1303 566 153 737 203 534 413 17679 190 169 133 51 471 392 207 50 126 98 102 77
internal_count=4318164 382266 40823 15128 95 73 25695 6506 19189 1510 1303 566 153 737 203 534 413 17679 190 169 133 51 471 392 207 50 126 98 102 77
is_linear=0
shrinkage=0.1


Tree=4654
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 5 2 0 0 1 5 5 1 1 5 5 5 5 0 0 1 0 0 0 5 2 4 5 5 0
split_gain=2.90654e+11 2.84049e+12 7.52739e+12 1.13461e+13 1.79318e+13 2.01365e+13 2.44484e+13 1.72181e+13 1.03668e+13 1.37187e+13 1.39937e+13 1.39125e+13 1.01909e+13 1.50004e+13 3.25073e+13 2.67643e+13 2.06017e+13 3.89962e+13 3.72769e+13 1.82298e+13 1.45794e+13 1.39536e+13 2.08747e+13 5.62144e+13 1.77105e+13 1.2773e+13 1.14498e+13 1.00489e+13 1.44806e+13 1.88038e+13
threshold=3.5000000000000004 38.633372000000001 39.080602550000002 45.005863250000004 94.040000000000006 66.50500000000001 2.5000000000000004 45.070824200000011 45.022371150000005 38.975980350000007 93.00500000000001 71.715000000000018 39.863684800000009 39.925119750000007 116.06000000000002 132.05000000000004 86.810000000000016 77.00500000000001 44.732363600000006 57.60800230000001 39.826386800000009 58.242297500000006 57.60800230000001 57.581016350000006 49.995000000000012 1.5000000000000002 2.5000000000000004 55.005000000000003 59.810000000000009 43.514103700000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 -5 11 -11 20 14 16 -16 17 26 -19 25 -4 22 23 -22 -24 -18 27 -14 -29 -30
right_child=-2 2 12 7 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 19 18 -20 -21 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-603.56711508370051 -6.3506680861003959 6616.0691574246639 -1204.1523704704816 12941.593731011286 -50567.548188999725 20600.250641113282 95883.627009943186 3056.8821405981139 -3943.6508857683107 -3513.4304550243633 -58001.593532986117 51541.680979410812 4952.145115614625 164.58546075314797 115254.47692057292 20348.137244591348 -11083.983281250001 184354.57083333333 37269.837461344403 6386.5613649462093 -14044.234548576111 50033.895089804166 -13474.682581805468 46546.949032507531 -53207.830523713114 -71645.90293204067 -10823.904685329862 54576.640694212685 -57998.127825753349 21366.85610279403
leaf_weight=45827 4074053 1628 22470 945 49 200 55 17884 7465 1049 45 48 2500 140957 48 78 60 21 96 122 1059 37 266 179 194 83 405 103 35 203
leaf_count=45827 4074053 1628 22470 945 49 200 55 17884 7465 1049 45 48 2500 140957 48 78 60 21 96 122 1059 37 266 179 194 83 405 103 35 203
internal_value=0 105.988 269.98 1747.65 9154.66 10708.8 36837.8 1226.06 -2201.76 4028.82 -3346.46 -1104.46 13.0701 330.737 6569.48 56502.9 4835.3 6950.63 63669.7 -22009.4 -1886.12 -10718.3 -12042.1 -5283.47 -30231.7 -46235.3 4906.23 7148.64 23252 9695.53
internal_weight=0 244111 198284 29368 1932 1883 255 27436 9552 2087 1142 1097 168916 144711 3754 126 3628 3363 117 265 24205 1735 1698 1238 460 143 3246 2841 341 238
internal_count=4318164 244111 198284 29368 1932 1883 255 27436 9552 2087 1142 1097 168916 144711 3754 126 3628 3363 117 265 24205 1735 1698 1238 460 143 3246 2841 341 238
is_linear=0
shrinkage=0.1


Tree=4655
num_leaves=31
num_cat=0
split_feature=5 0 0 0 4 3 5 1 1 5 1 3 2 4 2 3 3 6 5 2 0 5 2 1 3 1 3 5 1 5
split_gain=2.82083e+11 2.67536e+12 2.19388e+13 8.41767e+12 8.06895e+12 6.36363e+12 5.62867e+12 5.28071e+12 1.50536e+13 6.25645e+12 4.91546e+12 4.22771e+12 4.8134e+12 4.15239e+12 1.75686e+13 1.45821e+13 2.24224e+13 1.41478e+13 1.33769e+13 9.27504e+12 7.91262e+12 2.74786e+13 8.09098e+12 1.5055e+13 1.00284e+13 7.48651e+12 6.97237e+12 1.03046e+13 7.79629e+12 7.48149e+12
threshold=39.005000000000003 53.145783300000012 53.242949050000007 52.719210700000012 2.5000000000000004 8.5000000000000018 29.610000000000003 55.912026600000011 54.845880150000006 32.615000000000009 40.810045900000013 23.500000000000004 14.500000000000002 1.5000000000000002 11.500000000000002 6.5000000000000009 9.5000000000000018 1.5000000000000002 32.475000000000001 20.500000000000004 44.580511600000001 38.010000000000012 6.5000000000000009 39.739656000000004 13.500000000000002 39.739656000000004 5.5000000000000009 35.710000000000008 39.969502550000009 36.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 6 7 -3 8 9 -5 -11 12 -8 -1 15 26 18 -16 -17 25 21 22 23 -18 -24 -19 -15 28 -28 -29
right_child=-2 2 -4 5 -6 -7 11 -9 -10 10 -12 -13 -14 14 17 16 20 19 -20 -21 -22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=329.27770093288922 -15.803824422978961 -10508.846863554534 6.7437781028249324 -2768.0143123513681 48467.504108537949 8745.821747337759 -4153.3310253530444 6847.6973921314466 -21124.303775904013 -14787.128266945863 11687.640596546202 6318.1601007634945 -20788.160092282429 -816.92211892149021 -11644.88991370568 -1378.1656167784267 43340.496049528301 19061.814311409886 -20874.130793559001 95524.699711681562 -2953.9951544734286 96330.760599662171 3295.4445177443486 -14123.903315734864 -58773.13748779297 66683.521063701934 -12860.397656250001 60224.22642799234 39700.819295726105 16941.175926491065
leaf_weight=253542 3123815 1665 913305 1080 28 1976 6161 1232 327 78 695 374 179 9933 104 487 106 215 1269 21 871 37 94 80 36 39 166 53 34 162
leaf_count=253542 3123815 1665 913305 1080 28 1976 6161 1232 327 78 695 374 179 9933 104 487 106 215 1269 21 871 37 94 80 36 39 166 53 34 162
internal_value=0 41.3348 -40.0643 316.523 -5125.12 4229.87 -5304.21 1614.53 -1342.93 2147.9 9016.19 -4013.52 -4622.99 237.627 -1457.67 -2061.39 -8225.17 19772.8 -15467.2 31654.4 2164.56 14794.2 5247.21 18624.6 -13892.8 26373.8 -286.348 12412.9 -3924.99 27611
internal_weight=0 1.19435e+06 921712 272637 8407 5388 8379 3412 2180 1853 773 6714 6340 267249 13707 13328 2980 379 1756 275 1224 353 316 186 130 254 10348 415 200 215
internal_count=4318164 1194349 921712 272637 8407 5388 8379 3412 2180 1853 773 6714 6340 267249 13707 13328 2980 379 1756 275 1224 353 316 186 130 254 10348 415 200 215
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=31
num_cat=0
split_feature=5 6 0 0 3 1 0 5 0 1 3 2 2 3 0 0 0 5 1 3 5 4 5 0 5 2 5 1 1 4
split_gain=2.82853e+11 3.28388e+12 6.02931e+12 1.03063e+13 1.76197e+13 2.25443e+13 5.57945e+13 5.26534e+13 2.60996e+13 5.53806e+13 1.95229e+13 2.05701e+13 1.96753e+13 1.88199e+13 2.47637e+13 3.8035e+13 3.42227e+13 4.46994e+13 4.32746e+13 3.8379e+13 3.39746e+13 4.67361e+13 3.37655e+13 2.53669e+13 3.69071e+13 6.20606e+13 3.41901e+13 2.70888e+13 2.42947e+13 2.18616e+13
threshold=81.910000000000011 1.5000000000000002 50.565831500000009 45.047272400000004 11.500000000000002 39.027779200000005 45.040161900000008 107.05000000000001 45.029420750000007 38.975980350000007 24.500000000000004 17.500000000000004 22.500000000000004 17.500000000000004 45.03656895000001 45.005863250000004 43.642715500000008 102.01000000000001 39.704585000000002 15.500000000000002 87.395000000000024 2.5000000000000004 89.00500000000001 43.592450450000008 92.035000000000011 9.5000000000000018 98.020000000000024 39.753614400000011 39.714575750000009 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 13 -8 9 -6 -10 -12 -13 14 15 16 17 18 -7 -20 21 -21 -22 24 -24 26 -26 -25 -19 -30
right_child=1 2 -4 -5 5 6 7 -9 10 -11 11 12 -14 -15 -16 -17 -18 28 19 20 22 -23 23 27 25 -27 -28 -29 29 -31
leaf_value=-7.97612050409397 -323.53828871698551 -1364.6920224276673 570.6959946252465 -2005.9847549074975 -277.49686117672826 135838.55724826391 44913.551621547966 221536.19910714286 4813.0870165020488 -30167.899986874163 112504.43443818933 -58133.287516983692 54354.426627604167 -9.8672378407792039 -28563.8172828311 30794.962860992873 -12428.256922951257 -85387.850651041663 11614.618293775871 123855.92485795455 194717.82099184784 -49527.443580483494 -49259.518106617645 183022.31281250002 242683.13441406252 -62962.708407738101 67266.181812499999 34937.853980654763 -57800.334253329929 5203.1617356288589
leaf_weight=3935898 131110 19158 190389 27495 3715 36 86 21 3680 744 34 23 48 2423 147 903 671 36 670 22 23 53 34 30 20 21 25 21 61 567
leaf_count=3935898 131110 19158 190389 27495 3715 36 86 21 3680 744 34 23 48 2423 147 903 671 36 670 22 23 53 34 30 20 21 25 21 61 567
internal_value=0 82.124 293.89 -573.369 610.502 3291.58 8027.93 79577.8 -80.854 -5264.82 6026.22 48543.8 17914.7 6699.48 11566.8 13414.3 6560.72 14430.8 28285.9 24072.7 57594.5 1331.68 81845.7 64653.3 35382.8 78986.4 145229 122046 -5496.37 -916.605
internal_weight=0 382266 251156 60767 33272 14114 5870 107 8244 4459 3785 105 71 5763 3340 3193 2290 1619 955 919 249 75 174 151 100 66 45 51 664 628
internal_count=4318164 382266 251156 60767 33272 14114 5870 107 8244 4459 3785 105 71 5763 3340 3193 2290 1619 955 919 249 75 174 151 100 66 45 51 664 628
is_linear=0
shrinkage=0.1


Tree=4657
num_leaves=31
num_cat=0
split_feature=3 5 1 1 0 1 1 1 2 2 0 0 0 4 4 4 4 2 1 1 4 1 0 0 0 0 0 1 3 0
split_gain=2.68812e+11 2.40477e+12 5.13945e+12 1.29642e+13 1.23173e+13 1.32829e+13 9.04102e+12 8.76777e+12 1.18878e+13 1.33386e+13 9.26375e+12 1.48624e+13 7.41532e+12 7.36149e+12 8.55787e+12 5.86796e+12 1.13659e+13 1.56791e+13 5.65848e+12 4.82465e+12 1.43467e+13 1.01137e+13 4.67568e+12 4.27477e+12 1.471e+13 3.47059e+12 1.07284e+13 2.25759e+13 2.41636e+13 9.26194e+12
threshold=10.500000000000002 177.02500000000003 82.902675200000019 61.310823700000007 55.025681450000008 92.815157350000007 61.396377350000009 56.022377500000012 4.5000000000000009 9.5000000000000018 56.819808050000006 56.838612000000005 55.050600750000008 2.5000000000000004 4.5000000000000009 4.5000000000000009 3.5000000000000004 15.500000000000002 54.845880150000006 49.964253350000007 4.5000000000000009 49.236330900000006 55.050600750000008 54.99493995000001 54.864040150000001 45.040161900000008 45.084117700000007 38.984911950000004 21.500000000000004 45.03656895000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 23 13 -5 18 -9 -10 -11 -12 -8 -6 22 16 -14 -18 19 21 -21 25 -15 24 -4 29 27 -27 -29 -3
right_child=1 2 4 6 5 -7 12 8 9 10 11 -13 15 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=19.425221773494329 -36.835855508964201 7032.1354619565091 -1906.2834014423076 78293.084375000006 5063.5622209821431 30749.459809027776 75776.145900762654 42609.003004807695 -74203.96882064495 -50868.973242187501 73745.944796875003 -30652.885257161463 52434.110995370371 -121671.27158627717 -25157.711402027027 43776.328906250004 -88948.60266927084 12821.241615853658 56896.537276785719 15877.437509527439 -77998.902839265051 71642.941618546189 -58575.268619791663 -1642.0041983695655 91145.880897588329 2993.7343919125351 7922.4086719349116 -124692.51355124082 -10672.869112042683 53308.64334716797
leaf_weight=2688514 1627121 437 65 33 21 27 21 26 47 32 25 30 27 23 37 40 24 41 21 41 27 23 24 460 23 179 652 34 41 48
leaf_count=2688514 1627121 437 65 33 21 27 21 26 47 32 25 30 27 23 37 40 24 41 21 41 27 23 24 460 23 179 652 34 41 48
internal_value=0 -32.0468 3049.19 5783.01 -4384.39 -31806.9 30820.7 2982.64 -19271.9 -31278.6 -8089.02 16801.1 20581.6 -47892.8 -61131.9 11800.6 -2101.9 -24755.3 5351.72 4621.33 -21397 5872.56 -89452 2221.03 22414.2 4785.06 1130.41 -16304.2 -62361.8 11612.1
internal_weight=0 1.62965e+06 2529 1849 680 132 186 1663 160 134 87 55 153 105 84 132 92 65 1503 1482 68 1414 47 548 88 1391 906 254 75 485
internal_count=4318164 1629650 2529 1849 680 132 186 1663 160 134 87 55 153 105 84 132 92 65 1503 1482 68 1414 47 548 88 1391 906 254 75 485
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=31
num_cat=0
split_feature=5 5 5 1 2 0 2 0 0 0 0 0 3 3 4 1 1 3 1 1 6 0 0 1 0 3 1 3 2 0
split_gain=2.64853e+11 4.20034e+12 9.85988e+12 2.5255e+13 1.43359e+13 1.87851e+13 2.31465e+13 2.89564e+13 1.89297e+13 3.4084e+13 1.33149e+13 1.94674e+13 1.88963e+13 3.71357e+13 4.12559e+13 3.30857e+13 2.16392e+13 1.96378e+13 1.8168e+13 1.86299e+13 2.26367e+13 4.23764e+13 4.47404e+13 2.20514e+13 3.61918e+13 2.44167e+13 1.98543e+13 1.95109e+13 1.89142e+13 2.31632e+13
threshold=64.020000000000024 63.455000000000005 63.805000000000007 38.151577750000008 7.5000000000000009 55.657530000000008 9.5000000000000018 55.695992150000002 59.932719750000011 59.982527000000012 60.003414000000006 59.916647550000008 4.5000000000000009 8.5000000000000018 2.5000000000000004 30.323743050000001 30.278357500000002 13.500000000000002 37.214886200000009 37.620907050000007 1.5000000000000002 55.628356700000005 55.784980300000008 37.726745000000001 55.87722990000001 21.500000000000004 37.503486000000002 14.500000000000002 3.5000000000000004 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 7 -7 -9 -10 11 18 -13 14 16 17 -14 -15 -3 20 -20 -22 26 24 -21 -25 -23 -26 -24 -30
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 -12 12 13 15 -16 -17 -18 -19 19 23 21 22 28 25 27 -27 -28 -29 29 -31
leaf_value=-3.5014972617863971 -46.712124924706863 7111.7240211357202 276.48883657128215 7385.6530839648221 -12667.019705690871 144274.50852272726 2970.8476221914098 12827.860507822845 153022.56931573278 -1657.6823381696429 19045.694270262244 44598.21484375 -84941.841536458349 94037.285937500012 749.28766526442314 -56286.102257449136 -215444.26539351852 -18580.4016796875 -5870.5307144165045 63819.414488636365 6096.8752939551778 -88123.74275299783 -76892.786304632231 -8501.4690148349491 9906.412324047089 -101575.90998779297 -190382.21098345588 -88969.555387931046 68733.678313577591 -58780.468303571433
leaf_weight=3297496 947470 647 62282 6652 510 22 1129 236 29 28 171 26 24 32 26 86 27 30 256 110 99 43 53 466 64 30 34 29 29 28
leaf_count=3297496 947470 647 62282 6652 510 22 1129 236 29 28 171 26 24 32 26 86 27 30 256 110 99 43 53 466 64 30 34 29 29 28
internal_value=0 13.1303 762.377 3534.65 -2473.06 3831.4 9658.41 33627.5 25319.5 77039.3 -7805.93 -9952.55 -36117.1 -45444.2 -101768 -16140.7 -154031 39544.9 -6474.11 -13557.1 -27471.4 -46806.4 -74814 -2768.14 24995.2 -14131 -133277 -20925.9 -33889.9 6095.15
internal_weight=0 3.37069e+06 73198 10916 4264 1954 1444 315 293 57 2310 2139 251 225 77 148 51 62 1888 1241 542 286 187 699 203 496 77 93 110 57
internal_count=4318164 3370694 73198 10916 4264 1954 1444 315 293 57 2310 2139 251 225 77 148 51 62 1888 1241 542 286 187 699 203 496 77 93 110 57
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=31
num_cat=0
split_feature=1 1 0 5 0 6 0 2 5 0 3 5 4 2 5 5 5 3 6 0 5 0 0 2 5 3 2 2 2 5
split_gain=2.76962e+11 3.78919e+12 1.09679e+13 1.20267e+13 1.10214e+13 1.07202e+13 1.01215e+13 8.76348e+12 7.58653e+12 6.66337e+12 6.2612e+12 5.35128e+12 5.34374e+12 6.02766e+12 4.96619e+12 4.90105e+12 5.26222e+12 4.72483e+12 1.26106e+13 1.00207e+13 6.12189e+12 6.03311e+12 1.05968e+13 7.11278e+12 4.5613e+12 4.1951e+12 4.68669e+12 3.97537e+12 4.08262e+12 4.44863e+12
threshold=82.963712850000022 82.964402850000013 54.943649450000002 63.855000000000011 55.039751500000008 1.5000000000000002 55.061033200000004 4.5000000000000009 52.710000000000008 55.061033200000004 8.5000000000000018 30.025000000000002 3.5000000000000004 2.5000000000000004 48.910000000000004 46.010000000000012 33.395000000000003 17.500000000000004 1.5000000000000002 54.99493995000001 54.410000000000004 55.046835900000012 55.020029900000004 7.5000000000000009 35.710000000000008 9.5000000000000018 9.5000000000000018 5.5000000000000009 3.5000000000000004 33.805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 10 -2 -6 8 15 -10 -5 -9 13 -8 27 16 -4 19 24 25 -20 22 -21 -24 -19 -13 -27 28 -7 -30
right_child=1 -3 3 4 6 14 12 11 9 -11 -12 17 -14 -15 -16 -17 -18 18 20 21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=11.467359610056221 -2597.8341516063906 -23.582233857132209 -1588.523010318665 -67741.606845238101 43288.39169425318 -12215.790362278762 22955.481699916298 13707.017328554044 39145.363043668382 4732.9850711783183 -12586.564108896164 43545.118252840912 19292.353360922029 -13016.351268760049 -18596.611960759237 -4805.1767052130972 12526.850849190187 -15939.870701246995 -7115.3690659578679 14576.193714564515 -29254.372456918729 5494.4836957572716 102562.63738839286 30627.669896556712 432.78381761248215 -4137.931996138017 4251.6548807431745 -14211.814563392487 25126.897709344659 -9127.2276904296868
leaf_weight=3583465 3214 720088 377 21 59 113 56 272 134 97 1034 22 101 277 756 369 882 182 257 125 243 202 28 27 2615 1456 1227 302 103 60
leaf_count=3583465 3214 720088 377 21 59 113 56 272 134 97 1034 22 101 277 756 369 882 182 257 125 243 202 28 27 2615 1456 1227 302 103 60
internal_value=0 -55.9316 -1650.24 191.672 -7916.38 -5725.68 4427.02 1665.69 7736.03 24695.1 -13684.4 -29.7364 -855.978 -6967.03 -13261.6 5329.67 8300.09 -615.012 -3247.43 2196.49 -17874.9 17357.6 30670.7 67249.1 -632.58 55.4322 -301.173 -6283.59 2391.49 12518
internal_weight=0 734699 14611 10063 1548 4548 493 8515 1859 231 1055 6656 434 333 1334 1628 1259 6384 3297 3087 500 382 180 55 2797 2705 2683 578 276 163
internal_count=4318164 734699 14611 10063 1548 4548 493 8515 1859 231 1055 6656 434 333 1334 1628 1259 6384 3297 3087 500 382 180 55 2797 2705 2683 578 276 163
is_linear=0
shrinkage=0.1


Tree=4660
num_leaves=31
num_cat=0
split_feature=2 2 5 5 3 1 3 3 6 5 4 1 0 5 1 5 0 0 3 3 0 1 1 0 0 6 1 4 0 3
split_gain=2.63788e+11 3.62175e+12 1.27347e+13 1.80759e+13 2.44556e+13 3.23434e+13 1.62909e+13 1.81105e+13 1.61362e+13 1.90672e+13 1.72061e+13 1.52517e+13 1.41364e+13 1.39678e+13 1.38049e+13 1.18071e+13 2.0359e+13 4.42958e+13 1.90564e+13 1.54875e+13 1.87309e+13 2.29713e+13 3.23227e+13 2.68366e+13 4.49644e+13 1.72772e+13 2.02274e+13 1.98917e+13 2.58248e+13 1.76415e+13
threshold=12.500000000000002 11.500000000000002 71.715000000000018 85.020000000000024 19.500000000000004 30.207352000000004 34.500000000000007 23.500000000000004 1.5000000000000002 84.030000000000015 1.0000000180025095e-35 30.323743050000001 45.029420750000007 79.730000000000018 65.551978750000004 87.00500000000001 57.106514900000001 57.157092150000004 15.500000000000002 16.500000000000004 47.425481600000005 37.66934650000001 37.436176200000013 56.028355650000009 55.91302515000001 1.5000000000000002 82.95335685000002 2.5000000000000004 53.204054050000003 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 8 -6 7 11 9 -4 -10 -7 13 -9 -3 16 -5 -18 -19 -17 -21 22 -22 24 25 -23 27 29 -29 -27
right_child=-2 2 3 15 5 6 -8 12 10 -11 -12 -13 -14 -15 -16 19 17 18 -20 20 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=6.6578721241597822 69.024205158751343 -640.64520331682127 1443.7318218125656 4017.0719116541754 -86711.673140528961 36078.118889508929 -80602.549309430819 -16641.014110008447 76575.366968750008 39465.874338553294 -6578.8219192604729 -25639.878995120889 -2114.6258757472419 -120366.66589355469 3026.5190816343743 -5624.221282331664 154863.82877155172 67959.636470853366 -7629.8635773689521 -9456.5377456218448 5020.4293059864685 4881.5871471564578 -38615.930470870473 -4694.0263743622445 98056.674546875001 -89370.059161931829 -15065.641987077581 -36074.944552364868 51080.242444983873 29382.487284482762
leaf_weight=3732549 490749 64677 2277 738 61 42 35 37 25 140 5349 858 1252 20 12202 3426 29 52 93 820 836 526 213 490 75 22 86 37 419 29
leaf_count=3732549 490749 64677 2277 738 61 42 35 37 25 140 5349 858 1252 20 12202 3426 29 52 93 820 836 526 213 490 75 22 86 37 419 29
internal_value=0 -8.85024 -619.025 -3014.34 -5816.95 -14865.4 -12912.4 -11839.9 -3139.92 3646.09 -6191.99 -22759.7 -4331.98 -53036 -58.6041 571.406 11271.9 42042.4 19478.1 -826.911 3798.92 7776.05 -3839.96 15011.9 23098.9 18075 29777.7 37384.2 44008.4 -21844.1
internal_weight=0 3.82742e+06 94866 17987 10096 2305 2244 2209 7791 2417 5374 900 1309 57 76879 7891 912 174 145 6979 3553 2733 1049 1684 1194 1119 593 507 456 51
internal_count=4318164 3827415 94866 17987 10096 2305 2244 2209 7791 2417 5374 900 1309 57 76879 7891 912 174 145 6979 3553 2733 1049 1684 1194 1119 593 507 456 51
is_linear=0
shrinkage=0.1


Tree=4661
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 6 0 3 5 5 5 3 1 0 3 6 3 5 5 3 5 5 3 5 2 3 2 4 0 3
split_gain=2.85123e+11 4.51254e+12 9.91287e+12 1.54173e+13 1.10323e+13 1.66491e+13 2.03754e+13 3.19801e+13 2.47039e+13 2.41774e+13 1.73953e+13 1.70865e+13 1.66363e+13 1.747e+13 1.71305e+13 1.78748e+13 1.66288e+13 1.62638e+13 1.6199e+13 1.56889e+13 1.6328e+13 1.44503e+13 2.83193e+13 1.8939e+13 3.21321e+13 1.58921e+13 1.39354e+13 2.20623e+13 1.28185e+13 2.02587e+13
threshold=50.227799100000006 49.964253350000007 58.242297500000006 3.5000000000000004 53.242949050000007 1.5000000000000002 53.310923100000004 4.5000000000000009 49.505000000000003 114.05000000000001 84.030000000000015 24.500000000000004 50.158868250000005 53.204054050000003 4.5000000000000009 1.5000000000000002 15.500000000000002 123.15000000000002 90.015000000000015 10.500000000000002 77.00500000000001 103.45000000000002 13.500000000000002 74.010000000000005 4.5000000000000009 5.5000000000000009 7.5000000000000009 1.5000000000000002 53.204054050000003 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 12 11 7 8 -7 10 -10 -6 13 -3 -15 -16 17 19 -14 20 -9 23 -23 -17 25 -25 -18 -28 29 -20
right_child=-2 2 3 -5 5 6 -8 16 9 -11 -12 -13 18 14 15 21 26 -19 28 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=5.8741818962969354 -31.090720966935734 1102.7783553437639 13946.479862427945 -34142.508782732933 -9770.4608511522947 18196.784950086807 -1889.1457551706471 6912.8572956627459 77212.632568828878 -2236.7852822580644 179748.74322916669 21310.441202369104 -1795.1240968167822 -27345.166365261255 -15764.525181417264 14586.280856875575 4809.0580512657461 -67931.821432495126 -17316.028067366802 -8062.2709159727356 48347.481511374084 82357.390411931832 -44937.820776079963 70539.122670200901 80307.700007087959 -16995.336728515624 10393.706983012264 41056.15138745468 -12244.31075192041 -113646.39549632353
leaf_weight=2531657 1752533 14674 103 189 1182 189 1795 1407 78 31 21 208 8982 109 188 1315 645 32 61 740 102 22 85 28 124 80 535 418 597 34
leaf_count=2531657 1752533 14674 103 189 1182 189 1795 1407 78 31 21 208 8982 109 188 1315 645 32 61 740 102 22 85 28 124 80 535 418 597 34
internal_value=0 21.2375 1166.07 -17179.6 1325.12 4740.88 7027.87 10840.6 41276.4 74830.5 98962.7 -5119.51 366.198 2284.78 11175 13454.4 8337.69 2857.49 -2930.94 3864.72 9713.61 16775.5 -18765 19233.7 45576 5698.78 16160.2 23842.7 -17673.6 -51792.2
internal_weight=0 2.56563e+06 33974 292 33682 7383 5993 4198 319 130 99 1390 26299 16625 1951 1842 3879 2281 9674 2249 1509 1654 107 1547 232 108 1598 953 692 95
internal_count=4318164 2565631 33974 292 33682 7383 5993 4198 319 130 99 1390 26299 16625 1951 1842 3879 2281 9674 2249 1509 1654 107 1547 232 108 1598 953 692 95
is_linear=0
shrinkage=0.1


Tree=4662
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 0 3 5 5 5 0 0 3 5 5 0 5 3 0 0 3 0 0 4 0 0 3 3 3 3
split_gain=2.63571e+11 1.19105e+13 4.34781e+13 5.16814e+13 5.08999e+13 8.93782e+13 5.47523e+13 6.88564e+13 6.41634e+13 4.3965e+13 4.0566e+13 5.87449e+13 3.94609e+13 3.74049e+13 3.53272e+13 3.44652e+13 3.32423e+13 2.97509e+13 3.32923e+13 8.41406e+13 5.97084e+13 6.02393e+13 4.88098e+13 2.63677e+13 2.62387e+13 6.68893e+13 7.02152e+13 4.56882e+13 2.97112e+13 3.1897e+13
threshold=37.855187800000003 37.832345550000007 15.500000000000002 56.054485600000007 56.009576300000013 55.801980100000009 21.500000000000004 92.035000000000011 70.00500000000001 37.505000000000003 55.777112100000004 55.769960200000007 20.500000000000004 90.015000000000015 116.06000000000002 55.695992150000002 57.995000000000012 28.500000000000004 55.74310830000001 55.664473600000008 22.500000000000004 55.695992150000002 55.751981950000008 3.5000000000000004 55.674875350000008 55.734663800000007 8.5000000000000018 11.500000000000002 9.5000000000000018 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 10 7 12 -8 -3 11 13 -7 17 -13 23 -6 18 19 -4 -21 -22 -20 -15 -11 26 -26 28 29 -27
right_child=-2 2 4 -5 16 6 8 -9 -10 24 -12 14 -14 15 -16 -17 -18 -19 22 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=1.4855699720388034 -14.346371247012392 -2959.2340116177188 3908.206539126531 -35798.153542884313 4248.7603921606769 -22312.199394084259 -9287.6635665852973 -99673.684487625462 94932.452918836803 1421.3862992314316 20346.531701626915 -53499.206918595351 -106451.16085331359 -84717.31331708355 80769.834970238095 28929.541863207549 38670.784014878082 -14861.293509570734 -94827.684057971026 35073.101116589496 180350.84884072584 -15611.888904389882 -1692.2471004098361 21201.250117860993 171954.69743546197 211.19069532700874 40831.995005664197 32251.441174512591 -16746.038877167382 21240.335984957623
leaf_weight=1072372 3229263 2257 1691 266 841 1431 329 137 72 1415 918 293 58 124 21 53 421 694 69 304 62 21 305 29 46 1363 364 980 433 1532
leaf_count=1072372 3229263 2257 1691 266 841 1431 329 137 72 1415 918 293 58 124 21 53 421 694 69 304 62 21 305 29 46 1363 364 980 433 1532
internal_value=0 42.5458 2706.46 7597.75 -2671.28 -6184.33 -23669.8 -31831.6 9425.18 8973.59 1547.58 -3159.85 -25589.6 714.521 -44519.4 -40567.2 15731.9 3417.65 8591.21 13534.6 55597.2 130770 -18875 -64641.2 13365 16947.1 55543.3 13273.8 7685.4 11339.6
internal_weight=0 1.0889e+06 16529 8656 7873 6611 2027 1626 401 8390 4584 3666 1489 3352 314 206 1262 3146 2452 2078 387 83 374 153 6133 4718 410 4308 3328 2895
internal_count=4318164 1088901 16529 8656 7873 6611 2027 1626 401 8390 4584 3666 1489 3352 314 206 1262 3146 2452 2078 387 83 374 153 6133 4718 410 4308 3328 2895
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=31
num_cat=0
split_feature=3 1 1 1 0 1 1 3 0 0 0 3 1 5 3 5 4 3 3 5 2 2 2 2 5 1 1 5 5 4
split_gain=2.86849e+11 7.09021e+12 1.18864e+13 7.84858e+12 3.41134e+13 9.44302e+12 9.23651e+12 1.86763e+13 7.80268e+12 2.06134e+13 9.37861e+12 2.10368e+13 5.32848e+13 2.45339e+13 2.2045e+13 4.40688e+13 2.43043e+13 1.03657e+13 2.65187e+13 1.41637e+13 2.72914e+13 1.57835e+13 9.37883e+12 1.18787e+13 9.19369e+12 7.84998e+12 2.61307e+13 1.40205e+13 7.82349e+12 7.45466e+12
threshold=32.500000000000007 37.855187800000003 37.777459000000007 39.488326500000007 55.664473600000008 60.58031445000001 60.611165000000007 33.500000000000007 55.745923000000012 55.727011600000004 55.755036050000008 34.500000000000007 37.615058950000012 56.205000000000005 33.500000000000007 38.905000000000008 2.5000000000000004 37.500000000000007 36.500000000000007 52.405000000000008 28.500000000000004 8.5000000000000018 16.500000000000004 4.5000000000000009 40.905000000000008 37.712318250000003 37.417247200000006 52.990000000000002 59.510000000000012 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 -5 7 -7 9 -2 11 12 13 -10 15 -14 -17 18 19 20 24 -21 23 -19 -13 26 29 -28 -15 -11
right_child=1 3 -4 5 -6 6 -8 -9 10 25 -12 17 14 28 -16 16 -18 22 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.7075171205500883 1572.6139323948646 69315.59236564218 -10200.087811223255 -4337.6432954624725 5999.4248132502007 54722.204384376731 2702.1938806483076 2853.6762352837459 -23662.047130689796 21087.745212339745 -591.83345043211136 -16790.853409830728 -10955.631224524457 87299.682414062496 16350.701834239131 -165034.59437373994 -44672.135869565216 9853.3207682291686 98299.068671332469 105590.3362771739 68748.004812500003 5804.5731464460787 10819.02654202369 -80971.101974826393 -88258.372569444458 41954.79149538972 7181.0126155598964 -70448.544654605255 22810.915642989312 80820.842170138902
leaf_weight=4299294 4490 91 1198 1540 1311 113 1015 180 167 39 7827 36 46 25 23 62 23 24 36 23 25 51 62 36 36 172 60 38 76 45
leaf_count=4299294 4490 91 1198 1540 1311 113 1015 180 167 39 7827 36 46 25 23 62 23 24 36 23 25 51 62 36 36 172 60 38 76 45
internal_value=0 389.036 -656.079 3984.23 10109.1 969.111 7217.12 22857.6 195.785 3404.3 -1616.07 -12290.7 -27068.6 -132.24 -73944.8 -89798.2 -132466 6664.45 20291.3 3868.65 -21268.8 36819.1 -16456.6 -44641.3 -52524.6 26636.7 12160.3 -22920.2 38773.5 53087.6
internal_weight=0 18870 14620 4250 1402 2848 1308 293 13422 4844 8578 751 422 268 154 131 85 329 207 171 97 74 122 60 72 354 182 98 101 84
internal_count=4318164 18870 14620 4250 1402 2848 1308 293 13422 4844 8578 751 422 268 154 131 85 329 207 171 97 74 122 60 72 354 182 98 101 84
is_linear=0
shrinkage=0.1


Tree=4664
num_leaves=31
num_cat=0
split_feature=5 4 0 1 0 2 1 2 3 5 3 5 0 5 5 5 1 5 3 2 0 3 5 3 1 3 2 1 5 1
split_gain=2.59989e+11 2.72019e+12 6.29575e+12 1.00568e+13 2.76755e+13 3.49119e+13 3.50742e+13 3.28087e+13 2.42515e+13 2.06171e+13 1.6929e+13 1.60973e+13 1.92886e+13 1.56413e+13 1.20812e+13 2.66697e+13 4.18066e+13 2.15062e+13 1.19561e+13 1.10825e+13 1.02278e+13 8.49874e+12 1.38603e+13 8.74904e+12 2.40609e+13 1.26704e+13 6.73582e+13 2.11203e+13 4.7805e+13 1.90695e+13
threshold=81.910000000000011 2.5000000000000004 53.204054050000003 37.328003200000005 44.732363600000006 6.5000000000000009 35.911716050000003 3.5000000000000004 10.500000000000002 89.00500000000001 11.500000000000002 98.020000000000024 50.565831500000009 97.050000000000011 87.395000000000024 101.05000000000001 36.585378200000001 91.050000000000011 7.5000000000000009 8.5000000000000018 44.893607100000004 25.500000000000004 92.035000000000011 23.500000000000004 39.925119750000007 19.500000000000004 2.5000000000000004 38.891822450000006 93.00500000000001 39.726951800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -6 14 18 -9 13 19 -13 -7 -8 16 -16 -18 -2 -12 -11 23 -23 25 -25 -5 -27 28 -28 -29
right_child=1 -3 -4 21 5 10 7 9 -10 20 11 12 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 26 27 29 -30 -31
leaf_value=-7.6469578450752227 39803.843984375002 170.97282746575024 -1583.3033160415787 1150.6410035108418 -159911.33897414437 -38379.418788233343 -30954.411618454396 -13819.185452927217 -12939.080489864866 -116380.13029891305 81935.773936060854 -106105.49164062501 22475.419447544642 58037.719218749997 -47360.252828663797 -45901.198511904768 165002.87759783713 43817.386621093756 144492.90060221354 22560.772624592206 -58629.408173403528 76693.482431891025 -8746.292081925676 -14087.98510914434 64000.54130394345 168322.82025462965 170773.75122265625 1016.8608104236496 -17923.027805091595 47781.427750651048
leaf_weight=3935898 20 341443 26959 11049 21 106 74 79 37 46 38 20 28 20 29 42 27 32 24 182 92 39 37 652 42 27 25 951 29 96
leaf_count=3935898 20 341443 26959 11049 21 106 74 79 37 46 38 20 28 20 29 42 27 32 24 182 92 39 37 652 42 27 25 951 29 96
internal_value=0 78.7348 -692.742 1038.98 -9081.15 -14488.7 -33782.7 -27491.2 46730.4 -54558.1 7155.73 21368.7 -31100 -23075.1 1300.54 19661 50952.1 99275.2 96907 32816.5 -77879.6 1755.76 35097.8 1558.89 -9362.17 2181.31 12276.9 8450.16 69436.6 5304.73
internal_weight=0 382266 40823 13864 917 836 442 421 81 217 394 268 48 126 204 130 88 59 44 220 138 12947 76 12871 694 12177 1128 1101 54 1047
internal_count=4318164 382266 40823 13864 917 836 442 421 81 217 394 268 48 126 204 130 88 59 44 220 138 12947 76 12871 694 12177 1128 1101 54 1047
is_linear=0
shrinkage=0.1


Tree=4665
num_leaves=31
num_cat=0
split_feature=0 0 3 6 1 1 5 1 1 4 1 1 1 1 3 5 5 5 6 3 3 5 5 3 5 5 5 5 5 5
split_gain=2.64468e+11 3.33603e+12 1.00736e+13 1.62549e+13 1.55669e+13 1.84783e+13 1.17717e+13 1.09517e+13 9.9783e+12 8.93977e+12 8.23657e+12 8.04744e+12 7.30908e+12 7.13556e+12 6.80902e+12 5.97557e+12 5.91362e+12 5.07559e+12 4.7657e+12 3.15509e+13 2.30112e+13 4.78985e+13 3.39688e+13 1.31622e+13 1.27239e+13 1.2562e+13 1.16374e+13 2.48391e+13 9.32906e+12 8.64386e+12
threshold=44.982728700000003 44.998833400000002 11.500000000000002 1.5000000000000002 38.984911950000004 39.110397700000007 60.005000000000003 40.810045900000013 39.047276750000002 3.5000000000000004 41.900971000000006 39.071052600000009 41.950906500000009 39.071052600000009 6.5000000000000009 66.990000000000023 38.455000000000005 64.805000000000021 1.5000000000000002 23.500000000000004 23.500000000000004 67.990000000000023 43.205000000000005 19.500000000000004 40.905000000000008 54.710000000000008 60.610000000000007 64.020000000000024 87.395000000000024 41.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 14 -4 11 15 16 -7 -8 -2 -9 -10 -15 20 28 23 22 24 -13 -22 -21 -24 -28 -20 -26
right_child=1 -3 8 4 5 12 13 10 9 -11 -12 18 -14 17 -16 -17 -18 -19 19 25 21 -23 26 -25 29 -27 27 -29 -30 -31
leaf_value=-104.22970749620748 23136.499876635004 0.036112922269706339 25063.62786621094 -10518.548830116219 14683.319311644778 3076.7094545210389 30902.499581473217 41844.912545072119 3864.5884165271273 -49551.064938766896 10560.140621093749 5821.5032608792008 -46530.205872395833 50236.896625000001 -1765.2910410130278 92187.111779455241 -5988.5919662906235 116924.10319940477 2630.4274518071265 -11093.590512662158 -787.0682648689517 100975.67294084822 -20936.171315329415 -15067.717655510349 108442.77890625001 -48582.781943729948 61907.952152439801 -35415.137733525822 -20687.600904837571 47800.937774122809
leaf_weight=230447 264 4070706 155 705 459 2985 77 65 757 37 50 964 30 25 188 37 3118 21 5598 191 31 70 196 439 40 168 61 46 177 57
leaf_count=230447 264 4070706 155 705 459 2985 77 65 757 37 50 964 30 25 188 37 3118 21 5598 191 31 70 196 439 40 168 61 46 177 57
internal_value=0 5.876 1403.35 5225.84 3069.03 5732.15 22045.5 20587.8 -145.853 -472.838 43808.2 -320.409 2583.11 49518.9 12779.1 60106.3 -4063.73 80681.1 1484.19 127.591 5854.65 24251.6 11790.6 -714.753 54984.1 -28637.3 -6456.11 20068.1 1915.75 72807.9
internal_weight=0 4.08772e+06 17011 4906 4302 3597 582 604 12105 11950 152 11913 3015 123 452 102 3875 46 8038 6134 1904 501 431 1403 128 359 303 107 5775 97
internal_count=4318164 4087717 17011 4906 4302 3597 582 604 12105 11950 152 11913 3015 123 452 102 3875 46 8038 6134 1904 501 431 1403 128 359 303 107 5775 97
is_linear=0
shrinkage=0.1


Tree=4666
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 1 3 3 3 3 1 5 1 4 5 5 5 5 3 2 2 5 5 5 3 2 2 6 5 5
split_gain=2.60059e+11 3.4048e+12 8.07007e+12 7.74239e+12 1.30364e+13 2.68415e+13 3.91175e+13 1.16951e+13 1.86617e+13 1.44615e+13 1.09838e+13 1.05618e+13 1.05527e+13 1.04381e+13 1.0353e+13 1.02175e+13 1.01379e+13 9.74502e+12 9.68818e+12 2.82013e+13 2.4123e+13 1.69486e+13 2.38343e+13 2.20799e+13 1.58836e+13 1.75231e+13 1.24163e+13 1.17839e+13 1.15807e+13 1.03837e+13
threshold=56.301440000000007 56.281985950000006 16.850000000000005 37.487839250000007 39.262370300000008 38.233559750000005 14.500000000000002 8.5000000000000018 12.500000000000002 10.500000000000002 37.914142000000005 60.610000000000007 43.868031300000006 1.0000000180025095e-35 51.015000000000008 71.00500000000001 96.015000000000015 50.805000000000007 23.500000000000004 6.5000000000000009 14.500000000000002 68.00500000000001 36.305000000000007 74.610000000000014 19.500000000000004 7.5000000000000009 16.500000000000004 1.5000000000000002 43.605000000000011 45.610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 5 10 7 -7 9 -9 -5 -4 15 -8 -10 -6 -12 -11 20 -20 21 22 -15 -23 25 -24 -22 -26 -27 -21
right_child=-2 2 3 4 12 6 13 8 14 17 16 -13 -14 18 -16 -17 -18 -19 19 29 26 23 24 -25 27 28 -28 -29 -30 -31
leaf_value=-6.4915721905012225 43.796971440128566 -60634.463705842398 -7824.2394931823892 20097.572245762713 -9251.5291974547272 77046.311545138888 -65072.391193181829 39365.189043487277 49395.963000000003 17189.193868314305 -3314.731536208802 -50677.139683959067 -1456.5327273094415 90076.099921875008 145924.38445312501 -55380.393671875005 68219.04736328125 -71176.598193359372 57638.259416118417 -5421.2119094122027 138296.75122767859 125764.57164572012 -7376.280022321429 -7568.3614316587091 46027.451732772439 -49735.032812500001 36577.139453125004 -43031.482714843754 -151420.57180059524 -70477.161196537345
leaf_weight=3269724 1031809 23 373 236 1211 99 22 113 25 26 2106 68 11807 20 20 50 20 24 38 42 21 23 42 27 39 24 28 24 21 59
leaf_count=3269724 1031809 23 373 236 1211 99 22 113 25 26 2106 68 11807 20 20 50 20 24 38 42 21 23 42 27 39 24 28 24 21 59
internal_value=0 -13.7508 -1440.95 -1358.98 -1002.37 4828.82 21489.7 48755.4 35290.1 19551.8 -369.778 -14431.9 -2385.21 2023.28 92297.5 -11080.6 -2641.79 -25226.4 5641.18 -15795.6 16718.2 2585.45 -12467.3 53764.8 -26139.7 -53830.8 80171.3 12100.2 -97188.3 -43424.2
internal_weight=0 3.28636e+06 16631 16608 16167 3099 737 307 208 163 2362 441 13068 430 45 1261 2126 50 408 139 269 220 170 50 150 87 49 63 45 101
internal_count=4318164 3286355 16631 16608 16167 3099 737 307 208 163 2362 441 13068 430 45 1261 2126 50 408 139 269 220 170 50 150 87 49 63 45 101
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=31
num_cat=0
split_feature=4 1 6 2 5 5 3 5 2 0 0 1 1 5 5 1 3 5 1 2 1 1 1 1 0 3 5 0 3 0
split_gain=2.58583e+11 3.94896e+12 7.10842e+12 1.34956e+13 1.03612e+13 1.45386e+13 1.31447e+13 1.05282e+13 9.8037e+12 6.8993e+12 1.45236e+13 1.31871e+13 1.17193e+13 1.11051e+13 9.23868e+12 7.75961e+12 7.67387e+12 1.43371e+13 7.14624e+12 6.77492e+12 6.53518e+12 6.22126e+12 6.11069e+12 8.38646e+12 1.34384e+13 8.89832e+12 7.74961e+12 1.30301e+13 1.22977e+13 2.48689e+13
threshold=1.0000000180025095e-35 39.110397700000007 1.5000000000000002 5.5000000000000009 67.520000000000024 39.505000000000003 18.500000000000004 37.75500000000001 2.5000000000000004 55.727011600000004 55.695992150000002 37.944765900000007 37.342273500000012 20.010000000000002 29.610000000000003 37.998366300000008 10.500000000000002 39.025000000000013 38.151577750000008 26.500000000000004 30.278357500000002 30.370618100000005 30.315880100000005 30.323743050000001 59.916647550000008 18.500000000000004 31.990000000000006 55.719391050000006 18.500000000000004 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 22 -6 10 -5 16 -12 -14 -15 -13 17 20 -17 -4 -11 -19 -1 24 -24 -26 -25 -28 29 -29
right_child=-2 -3 19 9 6 -7 -8 -9 -10 11 12 15 13 14 -16 18 -18 21 -20 -21 -22 -23 23 26 25 -27 27 28 -30 -31
leaf_value=-1718.0251027322547 -5.9921573750644654 367.44719627179381 -1286.9916315895375 -3.2310591585332591 15357.191987440323 -15072.597285568238 -31408.166304347829 31930.593593892569 85370.408914930566 9457.984686834161 -41853.319433593751 -41775.977051562506 388.32098039899552 32840.116987085588 2404.227999103603 19926.324009731361 -1040.7781694062307 -32595.437059507982 -22032.612455673763 33830.440813210233 -13069.031871744792 -94338.257734375016 -39009.827808837894 5732.4650021931957 54277.165471003602 -10153.265502025464 7579.2264669810093 -109780.01459418403 20097.272509296126 -18094.906970067772
leaf_weight=1537 4073891 169320 47373 6527 36 400 23 137 45 176 36 125 280 390 134 57 10013 47 141 55 480 25 25 6209 104 27 297 36 52 166
leaf_count=1537 4073891 169320 47373 6527 36 400 23 137 45 176 36 125 280 390 134 57 10013 47 141 55 480 25 25 6209 104 27 297 36 52 166
internal_value=0 99.9349 -504.38 773.959 3926.28 3563.23 35309 4431.02 54253.4 -781.42 1589.62 -2360.18 13966.5 16465.8 25056.9 -22268.7 -1761.5 -11674.4 -9953.52 -1246.27 -7025.2 -54033.9 3985.33 5252.83 28175.9 40997.6 4723.84 -6642.01 -23270.8 -34434.8
internal_weight=0 244273 74953 27525 9094 8990 104 8590 81 18431 7367 11064 840 804 524 323 10741 728 198 47428 656 72 8453 6916 156 131 6760 551 254 202
internal_count=4318164 244273 74953 27525 9094 8990 104 8590 81 18431 7367 11064 840 804 524 323 10741 728 198 47428 656 72 8453 6916 156 131 6760 551 254 202
is_linear=0
shrinkage=0.1


Tree=4668
num_leaves=31
num_cat=0
split_feature=6 3 5 1 1 3 3 0 1 3 5 5 5 5 5 5 2 3 0 0 0 5 5 0 1 1 1 1 3 0
split_gain=2.87418e+11 8.52068e+12 1.05531e+13 1.03433e+13 1.9251e+13 2.38423e+13 2.38541e+13 2.25157e+13 1.77105e+13 1.74949e+13 1.477e+13 3.59485e+13 5.57464e+13 2.77039e+13 2.40614e+13 2.03607e+13 1.35261e+13 1.7904e+13 1.33415e+13 2.13936e+13 1.68841e+13 1.70191e+13 1.91025e+13 1.6279e+13 2.62061e+13 3.06492e+13 5.55609e+13 6.45124e+13 4.134e+13 4.01846e+13
threshold=1.5000000000000002 8.5000000000000018 25.005000000000006 49.073956850000009 49.111504200000006 7.5000000000000009 5.5000000000000009 55.860536450000005 47.981192400000005 6.5000000000000009 70.00500000000001 62.995000000000012 67.520000000000024 83.010000000000005 49.995000000000012 46.010000000000012 3.5000000000000004 5.5000000000000009 45.133160800000006 55.455204450000004 55.349623500000007 114.05000000000001 125.85000000000001 55.899899800000007 38.096381250000007 37.275078000000001 37.597123000000003 37.436176200000013 3.5000000000000004 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 10 16 -8 11 14 -13 -12 15 -5 17 18 -4 20 21 -20 -23 24 25 -21 27 28 -27 -28
right_child=-2 -3 3 4 -6 -7 9 -9 -10 -11 13 12 -14 -15 -16 -17 -18 -19 19 23 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=3894.3030373235606 16.6404797575975 37.972277256225446 -3387.2383391151452 -4990.3938751745063 -2186.9834541448777 -38063.829152182487 89060.508638392857 -83212.138819444459 9222.9925347826138 10593.101891362274 -92090.096955818968 164390.99231350806 -3853.2062282986112 -6942.6635223388676 -47317.880473530378 92744.637160326092 986.15767052716592 -4764.2090210247507 4319.7243233192921 -2545.7127838928118 35176.67744452029 69765.379671415445 -1344.0300034466914 536.43277602592059 15395.66210009257 60185.235965401786 26919.48055768694 -197320.9336570946 -79712.06270893896 -29296.92984168671
leaf_weight=4397 3049503 1163355 10172 291 25992 327 35 45 1829 151 58 31 54 112 143 23 27778 14137 5175 1154 196 85 68 11827 384 28 168 37 86 523
leaf_count=4397 3049503 1163355 10172 291 25992 327 35 45 1829 151 58 31 54 112 143 23 27778 14137 5175 1154 196 85 68 11827 384 28 168 37 86 523
internal_value=0 -39.999 -901.377 -1110.34 -2774.38 -14796.1 -6727.64 -14611.4 -494.366 25358.5 -10275.7 -2209.39 57506.4 -35993 -13316.3 2168.54 -741.84 -1831.76 -445.417 1071.19 6351.89 5291.52 38161.2 -982.063 -8527.97 -13130.5 -27637.5 -82588.9 -45351.3 -15629.3
internal_weight=0 1.26866e+06 105306 100909 27262 1270 943 757 73647 186 712 542 85 170 457 314 71818 44040 29903 19731 5524 5328 153 14207 2380 1996 842 151 114 691
internal_count=4318164 1268661 105306 100909 27262 1270 943 757 73647 186 712 542 85 170 457 314 71818 44040 29903 19731 5524 5328 153 14207 2380 1996 842 151 114 691
is_linear=0
shrinkage=0.1


Tree=4669
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 0 3 5 5 5 0 0 3 5 2 2 0 5 6 0 0 6 5 3 0 0 0 3 0 4
split_gain=2.72339e+11 9.86591e+12 3.47254e+13 4.18663e+13 4.08939e+13 7.31012e+13 4.43625e+13 5.64962e+13 5.19573e+13 3.55966e+13 3.239e+13 4.78794e+13 3.15634e+13 3.05545e+13 2.96593e+13 3.8587e+13 2.79273e+13 2.69203e+13 2.63754e+13 2.61698e+13 3.44856e+13 2.49805e+13 2.43557e+13 2.24205e+13 2.70472e+13 9.25283e+13 6.10027e+13 2.39558e+13 2.19935e+13 2.13515e+13
threshold=37.855187800000003 37.832345550000007 15.500000000000002 56.054485600000007 56.009576300000013 55.801980100000009 21.500000000000004 95.020000000000024 70.00500000000001 37.505000000000003 55.777112100000004 55.769960200000007 20.500000000000004 90.015000000000015 8.5000000000000018 22.500000000000004 55.695992150000002 57.995000000000012 1.5000000000000002 55.812836050000008 55.924336300000007 1.5000000000000002 75.750000000000014 28.500000000000004 55.727011600000004 55.674875350000008 55.695992150000002 21.500000000000004 55.212972300000011 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 10 7 12 19 -3 11 13 -7 23 18 -16 29 -6 -13 -8 21 -21 -19 24 25 -4 27 -27 -11 -15
right_child=-2 2 4 -5 17 6 8 -9 -10 28 -12 14 -14 16 15 -17 -18 22 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=5.8775451499043037 -14.583039781092968 -2659.8768138035348 5043.7210683118692 -32219.25170916794 3823.4713673341012 -20565.35196420892 -51029.317839843752 -95589.603245192324 85434.75738389758 -14658.606312197733 18303.363521979838 -63114.654318926419 -95794.903178879322 -76250.31117376512 -77362.308488898023 31839.302413862184 26045.063517099057 56929.298896655702 52611.401085069454 26197.069290039064 -16525.74763356855 150312.57343750002 8657.313725004049 -12628.241500177302 -14821.629923819186 72132.997529296888 38031.740167157062 194222.34897569445 13372.54296702081 19062.160668524382
leaf_weight=1072372 3229263 2257 1791 266 841 1451 100 117 72 294 918 31 58 124 190 39 53 228 54 50 155 24 193 694 437 25 154 45 5839 29
leaf_count=1072372 3229263 2257 1791 266 841 1451 100 117 72 294 918 31 58 124 190 39 53 228 54 50 155 24 193 694 437 25 154 45 5839 29
internal_value=0 43.2477 2467.76 6839.07 -2338.3 -5487.17 -21300.5 -28647.2 8489.36 8077.39 1505.34 -2701.04 -23456.9 796.725 -40040.3 -58764.7 -36513.8 14157.1 10405.4 -8349.75 10287.6 66450.7 34799.9 3239.82 7731.02 12622.1 73215.3 150619 12028.8 -58184.5
internal_weight=0 1.0889e+06 16529 8656 7873 6611 2027 1626 401 8390 4584 3666 1509 3352 314 229 206 1262 85 329 229 74 421 3146 2452 2015 224 70 6133 153
internal_count=4318164 1088901 16529 8656 7873 6611 2027 1626 401 8390 4584 3666 1509 3352 314 229 206 1262 85 329 229 74 421 3146 2452 2015 224 70 6133 153
is_linear=0
shrinkage=0.1


Tree=4670
num_leaves=31
num_cat=0
split_feature=5 1 1 1 0 4 1 3 0 2 4 3 3 4 0 1 2 1 2 0 2 5 0 1 2 3 1 3 0 0
split_gain=2.67024e+11 1.78994e+12 8.62103e+12 4.74062e+12 3.31627e+12 5.26973e+12 2.53296e+12 2.47905e+12 2.14022e+12 3.29571e+12 2.02347e+12 3.48544e+12 2.02302e+12 3.52465e+12 2.93484e+12 2.66516e+12 2.46837e+12 5.55377e+12 1.90462e+12 3.83164e+12 6.15385e+12 6.61018e+12 5.76526e+12 1.52033e+13 5.11246e+12 5.37345e+12 4.90313e+12 4.2827e+12 5.67843e+12 1.31601e+13
threshold=18.050000000000004 82.837870700000011 65.659480050000013 82.991167100000027 54.970187400000007 1.5000000000000002 83.006817700000013 5.5000000000000009 55.039751500000008 2.5000000000000004 1.0000000180025095e-35 9.5000000000000018 3.5000000000000004 2.5000000000000004 51.717367500000009 104.38035940000002 1.5000000000000002 113.46563545000002 5.5000000000000009 44.893607100000004 7.5000000000000009 13.050000000000002 45.053747000000008 39.011252750000004 8.5000000000000018 12.500000000000002 39.726951800000002 21.500000000000004 56.838612000000005 55.784980300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 10 7 -5 -6 -9 -10 -3 -12 13 -8 -14 -15 17 -16 -1 20 26 24 23 -21 -22 -26 -20 -24 29 -29
right_child=-2 3 -4 6 5 -7 12 8 9 -11 11 -13 14 15 16 -17 -18 -19 19 22 21 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=687.93404697156666 -2.1505117733811248 2136.4268764578183 14629.929174917977 12277.047920210643 -8538.0879181035907 38414.274702380957 3056.0907369192028 -4788.0555989583336 2089.2434401939659 -35568.90339209402 -3992.565807108007 -32442.403102144286 -38769.216523437499 55017.449892953729 -4036.9996238872222 6461.8573046874999 1260.6702008258867 -49891.868038504472 -73175.112650240393 72784.945442119395 24615.261119666466 48074.319371448866 -2828.0762354156791 -2056.3758999794409 -64279.4753203125 -5457.874456935976 -19255.710853068034 35070.130923295452 44258.976336263026 -36584.756245422366
leaf_weight=23598 4286109 556 431 186 478 21 190 54 29 117 514 47 20 26 466 20 1992 28 26 38 26 22 2813 95 25 41 48 55 45 48
leaf_count=23598 4286109 556 431 186 478 21 190 54 29 117 514 47 20 26 466 20 1992 28 26 38 26 22 2813 95 25 41 48 55 45 48
internal_value=0 287.547 598.988 -1505.4 -5519.36 -10921.4 984.131 -12449.5 -21797.6 -28088.9 -2138.87 -6376.06 218.091 9069.27 -615.46 33906.3 -308.511 -6636.06 374.012 -1883.13 -15744.4 -1167.79 -1040.87 19326.9 -12943.1 -27738.8 -38200.4 -1955.74 14624.6 1677.56
internal_weight=0 32055 27311 4744 1816 699 2928 678 200 146 1117 561 2742 236 2506 46 2486 494 26880 3282 188 114 3094 133 92 66 74 2961 148 103
internal_count=4318164 32055 27311 4744 1816 699 2928 678 200 146 1117 561 2742 236 2506 46 2486 494 26880 3282 188 114 3094 133 92 66 74 2961 148 103
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=31
num_cat=0
split_feature=3 1 1 1 1 3 0 5 4 5 5 5 4 1 0 2 3 2 2 3 3 5 1 5 2 0 0 5 2 5
split_gain=2.65885e+11 5.71675e+12 8.59368e+12 6.43697e+12 1.31328e+13 2.00237e+13 8.75139e+13 4.37231e+13 1.37632e+13 1.131e+13 2.02342e+13 1.10107e+13 2.13858e+13 2.25402e+13 3.14447e+13 1.06538e+13 1.03763e+13 1.02688e+13 1.01444e+13 9.09873e+12 5.1356e+13 2.64272e+13 1.27812e+13 1.10587e+13 9.87843e+12 8.87679e+12 7.87018e+12 2.40677e+13 7.5505e+12 7.24915e+12
threshold=32.500000000000007 37.855187800000003 37.777459000000007 37.620907050000007 37.559851850000008 33.500000000000007 55.842510000000011 38.905000000000008 2.5000000000000004 98.020000000000024 90.015000000000015 79.730000000000018 2.5000000000000004 37.767735350000002 55.834684950000003 10.500000000000002 38.500000000000007 21.500000000000004 30.500000000000004 36.500000000000007 37.500000000000007 48.945000000000007 37.615058950000012 38.010000000000012 10.500000000000002 55.751981950000008 55.806974650000008 77.715000000000018 17.500000000000004 104.75000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 25 10 11 12 -5 14 26 -12 -15 19 -17 21 -21 -7 -23 -22 -24 -9 -14 -28 -27 -11
right_child=1 -3 -4 9 5 17 -8 8 -10 29 15 -13 13 16 -16 18 -18 -19 -20 20 23 22 24 -25 -26 28 27 -29 -30 -31
leaf_value=-1.6439345549162194 253.12112011366457 3602.8060553775563 -8679.0372775324595 5477.0421192700596 -3569.8032244318183 -80503.682748724488 -3291.6812335025334 -91328.691623757113 -48126.482004310346 90800.196095872961 16304.588982371795 25097.619013455551 -2067.5699428423713 -87700.377118644072 -61248.616367368348 -57120.183548694957 -8516.2907438858692 28355.291338916952 6851.3732788085945 156834.03452380953 52200.897735305065 -46283.584565662204 100129.199296875 -28143.057795698925 3024.0310014204547 -178885.10380067569 91487.573593750014 -15689.169415838069 -108566.46412259615 18529.935753348214
leaf_weight=4299294 7701 4250 1198 3452 55 49 781 44 29 23 39 237 170 59 81 110 23 157 32 21 21 21 20 93 22 37 40 44 26 35
leaf_count=4299294 7701 4250 1198 3452 55 49 781 44 29 23 39 237 170 59 81 110 23 157 32 21 21 21 20 93 22 37 40 44 26 35
internal_value=0 374.55 -563.896 160.432 -1354.72 -10353.2 -18130.4 -78806 -109232 3325.68 2732.25 4174.68 2893.02 -18497.9 -6995.36 -29989.5 -65490.2 8358.14 -42704.1 -4352.61 13129.1 -25424.3 17415.2 -13342.9 49264.6 -125794 10305.9 35347.4 -149865 47188.8
internal_weight=0 18870 14620 13422 9077 1376 972 191 136 4345 4287 4106 3869 417 335 181 82 404 142 247 135 112 63 114 42 107 254 84 63 58
internal_count=4318164 18870 14620 13422 9077 1376 972 191 136 4345 4287 4106 3869 417 335 181 82 404 142 247 135 112 63 114 42 107 254 84 63 58
is_linear=0
shrinkage=0.1


Tree=4672
num_leaves=31
num_cat=0
split_feature=3 0 4 0 5 0 5 5 5 0 5 1 3 2 2 0 5 0 5 5 0 1 2 5 2 2 3 0 4 3
split_gain=3.74933e+11 4.26628e+12 3.74854e+12 5.14512e+12 6.49026e+12 3.09414e+12 5.7775e+12 2.09239e+12 1.17146e+13 7.98283e+12 4.37691e+12 5.66717e+12 5.63494e+12 4.28154e+12 6.51611e+12 6.63502e+12 6.58578e+12 6.06326e+12 6.51891e+12 7.67595e+12 6.92692e+12 5.89023e+12 4.13156e+12 1.43057e+13 2.01594e+13 1.07966e+13 1.64459e+13 1.6793e+13 2.4594e+13 1.58682e+13
threshold=34.500000000000007 55.68356880000001 2.5000000000000004 55.535913550000011 43.205000000000005 54.762542150000009 40.905000000000008 39.805000000000007 38.010000000000012 55.806974650000008 40.405000000000008 37.533784800000006 37.500000000000007 17.500000000000004 28.500000000000004 56.802385350000009 34.010000000000012 55.885524800000006 33.805000000000007 36.005000000000003 55.762622900000004 37.503486000000002 12.500000000000002 42.405000000000008 6.5000000000000009 16.500000000000004 38.500000000000007 55.762622900000004 1.5000000000000002 36.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 13 -10 11 -9 -13 17 15 16 -15 18 -3 -20 -21 -18 23 24 -12 26 27 28 -24 -29
right_child=1 7 -4 4 -6 6 -8 10 9 -11 22 12 -14 14 -16 -17 21 -19 19 20 -22 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=0.99853001226125504 -26042.89563182044 275.52633021428039 6810.8846108969155 -8110.9616088867188 -69235.155796412422 46195.675458559788 -11186.399689545504 -20568.075279017859 -67915.352518503292 -16350.011298930562 3301.878212890625 73567.49310257523 11535.804052734376 -5907.9563169642861 6998.8387087338924 3119.3989161757177 -21764.679980468751 -6838.6883291330641 79249.1817349138 -8659.1646129261371 45251.869940655051 -88981.298925781259 160663.55071022728 -1492.27903525791 -99110.664590371627 -133.63253296238037 -19990.588369030898 -13908.153037844422 9367.4074404761905 37260.357912401225
leaf_weight=4313211 63 104 77 32 38 23 74 21 38 143 40 27 32 35 154 61 22 155 29 44 52 32 22 1244 37 1977 89 93 21 174
leaf_count=4313211 63 104 77 32 38 23 74 21 38 143 40 27 32 35 154 61 22 155 29 44 52 32 22 1244 37 1977 89 93 21 174
internal_value=0 -869.548 -12286.8 -18680.4 -41292.7 -8787.47 2419.66 -115.116 -4539.42 -27175.9 902.814 24044.2 39923.2 1415.81 -7450.32 -22284.8 -39696.7 8434.84 18772.8 34162.6 20542.6 -61596.8 402.053 -4081.31 -45909.3 2894.7 17899.7 28777.9 86774.7 19437.6
internal_weight=0 4953 307 230 70 160 97 4646 869 181 3777 80 59 688 304 150 89 384 229 125 96 54 3697 1321 77 2376 399 310 43 267
internal_count=4318164 4953 307 230 70 160 97 4646 869 181 3777 80 59 688 304 150 89 384 229 125 96 54 3697 1321 77 2376 399 310 43 267
is_linear=0
shrinkage=0.1


Tree=4673
num_leaves=31
num_cat=0
split_feature=3 0 1 2 2 5 5 6 4 5 0 5 2 0 2 1 1 2 2 5 4 4 0 5 5 5 5 4 0 2
split_gain=3.03696e+11 3.45569e+12 3.34691e+12 6.53587e+12 7.86847e+12 6.00593e+12 5.47093e+12 5.13359e+12 3.44359e+12 3.23635e+12 4.75355e+12 2.8106e+12 2.06238e+12 1.73224e+12 1.48158e+13 1.82537e+12 7.28824e+12 1.37877e+13 6.82116e+12 6.69987e+12 7.69845e+12 6.3501e+12 5.83644e+12 5.21736e+12 4.82493e+12 1.26393e+13 2.03848e+13 1.6078e+13 1.45309e+13 2.82113e+13
threshold=34.500000000000007 55.68356880000001 37.503486000000002 12.500000000000002 24.500000000000004 52.990000000000002 64.020000000000024 1.5000000000000002 1.5000000000000002 57.005000000000003 55.664473600000008 42.895000000000003 19.500000000000004 55.695992150000002 16.500000000000004 37.503486000000002 37.487839250000007 28.500000000000004 31.500000000000004 44.205000000000005 1.5000000000000002 2.5000000000000004 55.834684950000003 63.855000000000011 39.805000000000007 45.610000000000007 44.605000000000011 1.5000000000000002 55.806974650000008 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 5 -5 8 -4 11 -6 -11 -2 -8 14 -3 16 -15 19 -19 22 -21 -22 -18 -20 -17 26 27 28 29 -26
right_child=1 13 3 4 9 -7 12 -9 -10 10 -12 -13 -14 15 -16 24 17 18 23 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.89867707542559094 -50103.422257486985 70523.823841594829 -72874.631601562505 81879.030820312502 -41772.963102213544 12818.092095588236 27955.021298828127 -4902.3751093749997 -68335.575802951396 -20867.264697265626 39644.697674851195 -4191.0387239583333 -14089.655747767858 571.45939211638085 -21966.310222111191 -6855.3866835865356 -11005.408784816576 49045.218706597225 -24275.199190538195 30699.08243316368 -47629.570535714287 -108.61605406416226 -70683.857206003289 36089.274107142861 156056.05406249998 203.19852823470148 99793.094414062507 -68955.253551136368 2039.4419512621928 24053.66827780331
leaf_weight=4313211 24 29 20 20 24 34 20 25 27 34 21 30 28 1104 43 626 23 36 45 27 70 47 57 21 20 2188 30 22 173 85
leaf_count=4313211 24 29 20 20 24 34 20 25 27 34 21 30 28 1104 43 626 23 36 45 27 70 47 57 21 20 2188 30 22 173 85
internal_value=0 -782.593 -11058.1 -2169.41 8976.66 38396.2 -23323.1 -35112.3 -39176.2 -11132.9 2237.3 -24596.5 3428.96 -103.604 15286.7 -345.864 -3307.97 -16445.7 14030.6 -30323.2 -17432.6 -28540 -53526.3 -5068.32 1001.4 2954.68 21197.8 13338.3 19850.7 49197
internal_weight=0 4953 307 178 133 54 129 45 81 79 55 54 48 4646 72 4574 1430 326 102 224 144 117 80 66 3144 2518 330 300 278 105
internal_count=4318164 4953 307 178 133 54 129 45 81 79 55 54 48 4646 72 4574 1430 326 102 224 144 117 80 66 3144 2518 330 300 278 105
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 0 5 2 3 0 5 3 5 1 3 3 2 2 1 2 2 2 1 0 1 1 3 1 1 5
split_gain=2.74141e+11 4.40227e+12 7.08337e+12 6.6206e+12 1.59868e+13 6.76856e+12 1.70019e+13 1.8418e+13 1.74309e+13 1.28418e+13 1.96385e+13 2.47803e+13 1.05552e+13 1.79492e+13 5.87246e+13 2.19342e+13 9.35254e+12 8.89395e+12 8.53863e+12 7.56322e+12 6.62567e+12 1.19989e+13 6.44939e+12 2.73003e+13 6.88289e+12 7.87514e+12 1.50746e+13 6.41365e+12 2.11873e+13 1.13677e+13
threshold=32.500000000000007 37.855187800000003 37.777459000000007 55.745923000000012 55.727011600000004 55.755036050000008 55.005000000000003 15.500000000000002 34.500000000000007 55.751981950000008 35.710000000000008 34.500000000000007 56.005000000000003 37.615058950000012 33.500000000000007 37.500000000000007 14.500000000000002 6.5000000000000009 37.39371280000001 25.500000000000004 22.500000000000004 28.500000000000004 39.488326500000007 55.664473600000008 60.58031445000001 60.611165000000007 33.500000000000007 37.417247200000006 37.712318250000003 52.990000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 19 -5 -11 -12 -8 18 16 -16 -15 -13 -14 -9 -10 -22 23 -3 -24 26 -26 -6 29 -29
right_child=1 22 -4 5 27 -7 12 8 20 10 11 17 13 14 15 -17 -18 -19 -20 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-1.6692626519481828 1556.8232946165208 61730.543741683126 -7810.8069682489049 -16270.507693917412 47761.685137648812 -584.44710159482088 66689.95861725985 -11765.31916232639 67622.834393780053 19544.28666294643 -151027.1347972973 7903.2818750000006 -1120.9537458147322 -77653.553430706525 57072.319953893442 -28820.250215517241 -171155.37265625002 -75268.307492150212 50198.330896154628 -64390.036359197453 -34311.607288953994 40501.405089180422 -4050.5951246226923 5088.9151970986277 48883.895302129429 1645.3259580354738 2284.3316257052952 6114.8927643839525 37266.828026208212 -63785.782452713815
leaf_weight=4299294 4490 91 1198 84 84 7827 27 72 26 21 37 20 56 23 61 58 20 36 77 44 36 53 1540 1311 113 1015 180 60 172 38
leaf_count=4299294 4490 91 1198 84 84 7827 27 72 26 21 37 20 56 23 61 58 20 36 77 44 36 53 1540 1311 113 1015 180 60 172 38
internal_value=0 380.321 -443.197 214.409 3169.91 -1454.56 -10523 -23558.5 -4375.39 -45938.8 -67799.7 -87522.6 6844.18 1366.77 -20983.3 15208.7 -121143 -45564.2 28590.2 -31726.4 23213.5 10240 3213.22 8765.37 480.038 5814.27 20256.2 23629.7 16122 -20989.5
internal_weight=0 18870 14620 13422 4844 8578 751 429 231 198 114 93 322 295 162 119 43 56 133 116 115 89 4250 1402 2848 1308 293 354 270 98
internal_count=4318164 18870 14620 13422 4844 8578 751 429 231 198 114 93 322 295 162 119 43 56 133 116 115 89 4250 1402 2848 1308 293 354 270 98
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=31
num_cat=0
split_feature=2 6 0 0 5 1 1 1 5 1 5 5 3 0 3 2 5 5 5 1 1 0 1 0 0 5 1 3 2 5
split_gain=3.08791e+11 2.83106e+12 4.21654e+12 4.78926e+12 6.50999e+12 4.46867e+12 1.84196e+13 5.71425e+12 6.84815e+12 5.31698e+12 5.01584e+12 4.83578e+12 4.5812e+12 4.52967e+12 7.12558e+12 4.10605e+12 8.57792e+12 1.11124e+13 7.19019e+12 1.00776e+13 1.09703e+13 3.79135e+13 1.70655e+13 1.08138e+13 2.28359e+13 1.18655e+13 4.02293e+13 2.1134e+13 1.11628e+13 1.56905e+13
threshold=24.500000000000004 1.5000000000000002 53.973051950000006 47.228519500000004 87.395000000000024 47.208373000000009 49.148175700000003 37.914142000000005 98.020000000000024 37.889331900000009 105.35000000000001 52.020000000000003 25.500000000000004 54.725565150000001 31.500000000000004 28.500000000000004 132.05000000000004 98.020000000000024 40.405000000000008 37.726745000000001 38.984911950000004 55.664473600000008 39.036172050000012 55.842510000000011 55.727011600000004 52.020000000000003 37.457850350000008 27.500000000000004 27.500000000000004 64.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 9 -4 -10 -11 -12 14 -8 18 17 -17 -3 23 21 -21 -22 24 28 26 -26 -27 29 -20
right_child=1 15 5 4 -6 6 13 -9 10 11 12 -13 -14 -15 -16 16 -18 -19 19 20 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=1.7654289512654864 -3721.9766319968485 2929.748713713107 607.27050390594195 11435.153448418763 55132.395532852563 -45744.152863919007 -68135.904567307691 15808.353971417499 60108.495712890632 -50472.25893429487 41689.891358901514 2930.6660416666668 -5946.6502826397236 -1392.3010878413711 5899.3314716045679 5470.2979491241895 64217.515523097827 -42855.874377680768 -35896.269288793104 110122.4584248311 -62955.969437499996 3133.2781617756136 -3205.6949453811199 -6357.3933432234699 -1922.5099739583334 -71728.107062500014 -161923.8707623106 3096.0096628289475 60589.980631510414 19404.018057383662
leaf_weight=4299425 176 1104 9410 271 39 98 26 257 30 39 33 30 52 3611 26 710 23 51 116 37 50 316 1087 817 30 75 33 76 24 92
leaf_count=4299425 176 1104 9410 271 39 98 26 257 30 39 33 30 52 3611 26 710 23 51 116 37 50 316 1087 817 30 75 33 76 24 92
internal_value=0 -405.055 300.171 9452.72 16932.5 -26.6101 -2958.97 1092.93 698.74 404.464 24954.7 -27253.6 12547.5 -1814.29 -31118.3 -2547.33 4050.08 2231.62 -3888.36 -6622.54 -1052.18 14347.4 -5833.24 -13194.1 -25717.7 -49277.9 -85732.7 -34068.3 -3985.51 -11436.5
internal_weight=0 18739 14098 486 310 13612 3761 9851 9594 9479 115 69 85 3663 52 4641 784 761 3857 2753 1490 353 1137 1263 446 214 63 151 232 208
internal_count=4318164 18739 14098 486 310 13612 3761 9851 9594 9479 115 69 85 3663 52 4641 784 761 3857 2753 1490 353 1137 1263 446 214 63 151 232 208
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=31
num_cat=0
split_feature=3 0 0 1 3 2 5 0 0 5 5 5 2 2 6 5 5 0 4 1 5 2 2 6 5 5 2 5 3 5
split_gain=2.72291e+11 2.91088e+12 2.84682e+12 5.07983e+12 3.99413e+12 4.52052e+12 4.72169e+12 3.86086e+12 3.14532e+12 3.08586e+12 2.67066e+12 1.91562e+12 2.87621e+12 4.96834e+12 4.29714e+12 2.7735e+12 8.42431e+12 8.11701e+12 7.52964e+12 4.9237e+12 1.22622e+13 4.02349e+12 1.48506e+13 5.6084e+12 4.50142e+12 3.17351e+12 3.82008e+12 2.49479e+12 7.61635e+12 3.72111e+12
threshold=34.500000000000007 55.68356880000001 55.173809400000003 37.533784800000006 36.500000000000007 17.500000000000004 64.805000000000021 55.601678500000013 54.708501450000007 61.845000000000006 73.405000000000015 137.05000000000004 26.500000000000004 19.500000000000004 1.5000000000000002 91.050000000000011 87.00500000000001 55.826364100000013 2.5000000000000004 37.642309100000013 99.555000000000021 9.5000000000000018 4.5000000000000009 1.5000000000000002 92.035000000000011 86.02500000000002 12.500000000000002 84.030000000000015 37.500000000000007 80.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -7 9 -2 -8 15 13 -13 -14 16 25 -18 -19 20 -17 22 -21 -24 -23 27 -27 29 -29 -3
right_child=1 11 3 -5 -6 6 10 -9 -10 -11 -12 12 14 -15 -16 19 17 18 -20 21 -22 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.85094458899979952 -28115.254329427084 -383.34702891833575 16576.653789747808 -64392.372675781255 -52719.978199404759 -13111.754106841217 26069.21826171875 -60954.364566532255 35781.995377604173 15130.730593039774 -19919.475721807066 2408.4813395182296 -14071.174704391891 -41808.425162760424 41737.769105113635 89043.526090494794 -74631.000484913806 -39539.65530790441 34543.764758831523 -28640.625604248049 -7587.8353515625004 42063.808933423919 27863.343554687501 96466.175177556826 -3691.4852982214725 -5815.0042119565223 48757.622947535026 -2657.4939135742188 -63330.693375000003 16012.62049738566
leaf_weight=4313211 33 3572 57 20 21 37 28 31 24 33 23 48 37 54 22 24 29 34 23 32 29 23 26 22 330 23 29 120 25 144
leaf_count=4313211 33 3572 57 20 21 37 28 31 24 33 23 48 37 54 22 24 29 34 23 32 29 23 26 22 330 23 29 120 25 144
internal_value=0 -741.026 -10171.8 -16373.4 -11498.4 -6579.89 -17671.7 -34922.4 4780.87 -6492.26 5329.22 -117.855 -10835.1 -21000.5 6738.94 266.867 -600.045 -31559.8 -9646.35 7400.16 36169.8 3878.71 24127.5 59306.3 -710.262 80.3887 24619.7 -250.107 -13118.4 252.019
internal_weight=0 4953 307 217 197 176 119 68 90 66 51 4646 161 102 59 4485 3999 86 57 486 53 433 80 48 353 3913 52 3861 145 3716
internal_count=4318164 4953 307 217 197 176 119 68 90 66 51 4646 161 102 59 4485 3999 86 57 486 53 433 80 48 353 3913 52 3861 145 3716
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 0 4 2 1 1 5 3 0 6 5 5 5 1 6 4 6 2 6 2 5 1 3 5 5 5
split_gain=2.60902e+11 1.60505e+12 6.57922e+12 7.70564e+12 4.05243e+12 9.98519e+12 8.12349e+12 6.77291e+12 6.39755e+12 7.96874e+12 1.44982e+13 1.18154e+13 6.79819e+12 6.55644e+12 6.37869e+12 6.34123e+12 5.84395e+12 1.36236e+13 1.33917e+13 7.72538e+12 1.34903e+13 1.75144e+13 9.39892e+12 9.16239e+12 1.05216e+13 7.78198e+12 5.49997e+12 5.2364e+12 1.00897e+13 1.15634e+13
threshold=83.000022850000008 58.995000000000012 58.755000000000003 83.761389800000003 55.012873400000011 55.013931500000005 1.5000000000000002 6.5000000000000009 83.011163250000024 83.006817700000013 65.045000000000016 8.5000000000000018 54.99493995000001 1.5000000000000002 68.52500000000002 88.015000000000015 94.040000000000006 83.00362155000002 1.5000000000000002 2.5000000000000004 1.5000000000000002 2.5000000000000004 1.5000000000000002 3.5000000000000004 86.810000000000016 83.002084650000015 9.5000000000000018 112.04500000000002 81.00500000000001 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 9 13 11 -11 -12 -3 -14 -15 17 19 -19 22 21 -21 25 24 -23 -8 -13 28 -16 -30
right_child=1 4 3 -5 5 -7 16 -9 -10 10 12 26 14 15 27 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=9.2459049914166709 30.208016155842827 5163.0445337929486 16470.63739552562 -2401.6071809016048 -3213.6328139707271 -455.12917662703126 16455.313468933105 12719.377393508707 -34.917701245084452 83471.203557272529 -30521.910886928017 -20033.001562500001 -19592.559132543105 -2638.9760738402374 3474.2430568431382 22070.508325647428 -24934.852772955248 27769.835164860317 -2796.7419279012247 -39247.623184284414 357.93272845590718 -35312.333426339283 -8796.9253799275648 -15057.854161605566 36791.849999999999 -2599.7176461382896 25565.954988579735 -2020.4838378906252 81059.375177143898 18953.115448429609
leaf_weight=3782924 367892 2765 521 370 664 98648 320 446 54854 34 56 29 87 2709 217 108 162 224 398 304 556 28 1593 849 73 649 301 241 43 99
leaf_count=3782924 367892 2765 521 370 664 98648 320 446 54854 34 56 29 87 2709 217 108 162 224 398 304 556 28 1593 849 73 649 301 241 43 99
internal_value=0 -65.3474 50.9945 8633.68 -323.101 -701.003 -4571.89 3188.28 321.118 3240.84 10991.4 27341.8 2981.3 1703.77 5712.28 -1691.65 -6242.52 -5636.16 8211.16 -7606.21 -12607.4 -18355.9 -4073 -11670.6 16802.6 3692.97 21558.8 9381.48 17035.7 37759.9
internal_weight=0 535240 368783 891 166457 104914 6266 1110 61543 6689 1107 364 743 5582 687 2817 5156 4994 622 4372 1810 1254 2562 950 101 969 330 600 359 142
internal_count=4318164 535240 368783 891 166457 104914 6266 1110 61543 6689 1107 364 743 5582 687 2817 5156 4994 622 4372 1810 1254 2562 950 101 969 330 600 359 142
is_linear=0
shrinkage=0.1


Tree=4678
num_leaves=31
num_cat=0
split_feature=5 4 1 3 5 6 0 0 3 4 0 4 1 1 1 1 3 0 0 5 5 1 1 4 1 0 3 1 1 0
split_gain=2.57847e+11 4.12225e+12 4.12409e+12 4.439e+12 6.34975e+12 6.31344e+12 1.01127e+13 8.8998e+12 8.03819e+12 1.05824e+13 1.02821e+13 9.12031e+12 6.78163e+12 7.58181e+12 6.45581e+12 1.10626e+13 6.94886e+12 7.51864e+12 6.3046e+12 1.28626e+13 9.19157e+12 6.65254e+12 6.20407e+12 5.67773e+12 9.5716e+12 7.58723e+12 5.28932e+12 5.27797e+12 1.25029e+13 5.38295e+12
threshold=31.010000000000002 5.5000000000000009 39.036172050000012 8.5000000000000018 28.035000000000004 1.5000000000000002 56.876792350000009 57.131524800000008 9.5000000000000018 3.5000000000000004 54.940316550000006 4.5000000000000009 39.925119750000007 56.249874400000003 82.981501350000016 83.001620750000015 19.500000000000004 54.864040150000001 54.736324100000012 26.005000000000006 23.035000000000004 39.787929450000007 47.473138800000008 1.0000000180025095e-35 55.957851400000003 54.945614000000006 19.500000000000004 82.784560750000011 82.837870700000011 54.959412650000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 14 -8 11 10 -10 18 -9 -14 23 16 17 -16 20 21 -7 -20 -11 27 -25 -26 -6 -5 -29 -30
right_child=-2 -3 3 4 26 8 7 12 9 22 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=355.87760741130865 7.7293748687164978 -45475.702187499999 44.061672353362908 -3523.953139747905 -2135.7716220392708 4781.8490378175638 12206.575651215433 18377.048563256594 -699.96513300159302 90537.783632812498 3516.0729870546634 -64068.232659646746 -10837.177212598333 1924.3468409450991 58454.61767284252 -1328.6499108128044 1435.5320585584427 17514.880774017911 10893.193095459572 3727.5957519518292 -3063.8516163996883 -5405.2291395328648 19539.155957031249 -892.81618122564566 8427.7554072124203 -9711.8935359665538 1026.4415633950759 19842.824026314083 14166.155520603801 -1532.6322608529069
leaf_weight=141908 3925418 20 143857 5745 39062 3517 843 202 10227 20 13317 23 578 2393 54 1790 223 265 260 2355 2595 6808 32 2764 246 3679 6118 331 234 3280
leaf_count=141908 3925418 20 143857 5745 39062 3517 843 202 10227 20 13317 23 578 2393 54 1790 223 265 260 2355 2595 6808 32 2764 246 3679 6118 331 234 3280
internal_value=0 -77.2535 -74.9416 -318.691 -806.574 -147.687 -1477.47 3073.55 620.79 1784.24 1684.72 -1143.76 647.097 -558.373 -2459.51 2461.33 14978.1 24445.1 -1050.6 -2673.04 1450.76 -4805.68 46846.3 -3164.44 -5400.59 -8574.99 -1707.56 -1604.72 1262.89 -487.238
internal_weight=0 392746 392726 250818 106961 61781 22627 4016 39154 23596 23544 15558 3173 2971 18611 2332 542 319 15535 9423 6112 7068 52 16279 6689 3925 45180 9590 3845 3514
internal_count=4318164 392746 392726 250818 106961 61781 22627 4016 39154 23596 23544 15558 3173 2971 18611 2332 542 319 15535 9423 6112 7068 52 16279 6689 3925 45180 9590 3845 3514
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=31
num_cat=0
split_feature=5 2 6 6 0 3 0 0 0 0 3 5 4 1 0 3 1 1 1 0 4 3 1 5 1 1 0 3 0 5
split_gain=2.79667e+11 1.77381e+12 4.1647e+12 3.59593e+12 3.49109e+12 3.69195e+12 3.63605e+12 1.50536e+13 9.40723e+12 5.59306e+12 5.44038e+12 9.93114e+12 6.01541e+12 5.3816e+12 5.29152e+12 3.53587e+12 1.10178e+13 4.97664e+12 3.40912e+12 6.86224e+12 1.05123e+13 1.49169e+13 1.30393e+13 3.866e+13 8.48869e+12 5.72368e+12 8.35935e+12 6.51764e+12 1.53143e+13 9.22274e+12
threshold=22.030000000000005 10.500000000000002 1.5000000000000002 1.5000000000000002 54.959412650000012 14.500000000000002 55.762622900000004 55.86787755000001 55.601678500000013 55.851332700000007 21.500000000000004 16.850000000000005 2.5000000000000004 37.559851850000008 55.975961550000008 18.500000000000004 37.457850350000008 37.712318250000003 37.777459000000007 45.063245200000004 1.0000000180025095e-35 3.5000000000000004 39.718803500000007 20.010000000000002 39.041623000000008 37.559851850000008 55.885524800000006 25.500000000000004 55.68356880000001 20.010000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -3 -5 -6 8 9 13 -8 12 -12 14 -7 -9 17 -17 -10 25 20 -20 -22 24 -24 -23 -1 27 28 -27 -29
right_child=-2 3 -4 4 5 6 7 10 15 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 21 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=1587.4033419687948 3.5169241762773895 -2662.2803085664909 -320.63753298896017 -2140.0763525847283 23133.058398437501 -30572.32066905887 -24781.583582261032 38789.2890625 89203.417043138586 -80096.449937500001 82099.92042968751 8962.9880479967269 -55224.044596354164 5668.4218209242554 -3012.8641830768993 -33685.455366847826 59723.918045479913 25902.894270833334 -2339.3963184651943 -1091.7556966580519 -16453.943063616072 32725.012435049386 27881.753975736177 158450.98324353449 -29691.958050042231 4011.2022517252317 -14429.730917044246 4291.3927376302081 28589.03859228699 -54735.272291666668
leaf_weight=3464 4237242 7296 59312 1791 95 43 68 32 23 25 20 259 21 870 564 23 28 27 323 4932 70 53 104 29 37 556 136 225 466 30
leaf_count=3464 4237242 7296 59312 1791 95 43 68 32 23 25 20 259 21 870 564 23 28 27 323 4932 70 53 104 29 37 556 136 225 466 30
internal_value=0 -184.153 3.34913 -1353.21 1102.7 3870.96 2957.38 -1356.77 7165.17 -39651.2 2617.98 14205.8 -2621.89 3961.57 -768.453 36124.4 17598.1 55021.1 1846.64 151.165 10102.6 23818.5 36460.1 56351.7 7064.7 3775.38 9139.27 11649.4 15217.9 -2652.92
internal_weight=0 80922 69737 11185 3889 2098 2003 989 1014 93 896 279 617 913 596 101 51 50 10425 5548 616 293 223 133 90 4877 1413 1277 1022 255
internal_count=4318164 80922 69737 11185 3889 2098 2003 989 1014 93 896 279 617 913 596 101 51 50 10425 5548 616 293 223 133 90 4877 1413 1277 1022 255
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=31
num_cat=0
split_feature=3 3 4 5 6 0 5 0 1 0 1 0 1 5 0 1 3 5 1 1 0 5 3 0 1 1 0 0 0 0
split_gain=2.65059e+11 2.41934e+12 7.65763e+12 2.27076e+13 4.21044e+13 3.16058e+13 2.7949e+13 3.84119e+13 6.51199e+13 2.77392e+13 3.09108e+13 2.70693e+13 2.56062e+13 5.80129e+13 4.7337e+13 4.58737e+13 4.03934e+13 6.05038e+13 5.03229e+13 3.82867e+13 3.80504e+13 3.45754e+13 2.6886e+13 2.55663e+13 2.43764e+13 2.28327e+13 2.51292e+13 2.94664e+13 2.24027e+13 3.03771e+13
threshold=10.500000000000002 14.500000000000002 2.5000000000000004 85.020000000000024 1.5000000000000002 60.035045000000004 57.995000000000012 55.860536450000005 37.620907050000007 55.628356700000005 37.503486000000002 55.762622900000004 30.332994000000003 82.00500000000001 59.939091550000008 37.39371280000001 11.500000000000002 77.00500000000001 30.305955500000003 30.305955500000003 59.846652800000008 79.730000000000018 12.500000000000002 43.514103700000014 30.243224600000001 30.207352000000004 60.003414000000006 59.939091550000008 60.003414000000006 59.932719750000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 23 6 7 8 9 -6 -11 -10 13 16 24 -14 17 -8 20 -16 -18 25 -23 -4 -15 -22 27 -27 29 -20
right_child=1 -3 3 -5 5 -7 12 -9 11 10 -12 -13 15 14 19 -17 18 -19 28 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=19.289129676835003 -25.777871288586283 29.131468387314943 -50404.526468098964 895.1595090622609 40765.954745370371 14703.283448657921 -6576.6604157748288 -6391.1155834318461 8399.7440292358406 77705.947695312498 246035.57682291666 105873.04919354839 5668.8851733337369 29364.070999295596 52451.340678267043 -6819.7952395701577 18399.271892734741 176448.15415039065 -67665.534598343467 216565.02500000002 13317.550316067085 -47978.085992790671 -143121.0425986842 3125.6355105080966 -81999.208297413803 -11876.499425810622 -9234.8426900758623 -73181.131558435256 16409.572875000002 -180466.5935825893
leaf_weight=2688514 257789 1303445 90 29204 27 811 73 570 352 20 24 31 3398 61 44 21881 212 24 162 21 167 136 38 10319 29 133 345 191 25 28
leaf_count=2688514 257789 1303445 90 29204 27 811 73 570 352 20 24 31 3398 61 44 21881 212 24 162 21 167 136 38 10319 29 133 345 191 25 28
internal_value=0 -31.8222 -275.38 -1215.87 -2788.11 -4757.99 -5321.83 10894 32595.7 120559 169522 16289.2 -5937.56 -17858.6 40444.9 -5141.07 -23749.7 38707.8 -27965.7 105473 -20116.3 -28200.8 -68756.4 2662.79 -6519.65 -19759.8 -28016.7 -48016 -72579.7 -84288.8
internal_weight=0 1.62965e+06 326205 68416 39212 28803 27992 1024 454 71 44 383 26968 1689 155 25279 1534 97 1437 65 1222 1010 174 10409 90 836 669 324 215 190
internal_count=4318164 1629650 326205 68416 39212 28803 27992 1024 454 71 44 383 26968 1689 155 25279 1534 97 1437 65 1222 1010 174 10409 90 836 669 324 215 190
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 0 3 0 1 0 1 3 5 0 0 0 1 3 4 3 0 5 2 5 0 3 0 0 0 2
split_gain=2.81196e+11 7.30417e+12 1.40091e+14 1.19757e+14 4.20055e+13 8.16098e+13 5.67736e+13 4.76325e+13 2.06665e+13 1.96423e+13 8.12125e+13 9.5914e+13 7.75725e+13 4.82886e+13 2.8029e+13 5.24999e+13 4.21384e+13 3.68132e+13 3.60026e+13 2.79031e+13 2.42715e+13 2.08089e+13 2.08844e+13 2.07752e+13 4.29839e+13 2.07145e+13 1.92806e+13 1.88638e+13 1.59224e+13 1.49972e+13
threshold=1.5000000000000002 30.502469200000004 30.468306550000005 59.950068600000009 59.896318000000008 59.846652800000008 18.500000000000004 59.755965500000009 36.761894450000007 59.820733200000006 30.578016350000002 17.500000000000004 76.00500000000001 58.242297500000006 55.110554300000004 56.367862600000002 36.585378200000001 22.500000000000004 2.5000000000000004 24.500000000000004 55.68356880000001 38.905000000000008 4.5000000000000009 84.030000000000015 60.017447350000005 26.500000000000004 55.946414150000003 55.551692500000009 59.882016200000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 28 -4 9 10 11 12 13 -3 -12 16 18 -17 20 23 27 -15 -23 -11 -25 -21 -20 -16 -7 -6
right_child=-2 8 3 -5 29 6 -8 -9 -10 19 14 -13 -14 21 15 17 -18 -19 26 25 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-326.57856643978192 16.45938606057269 -37759.406284179691 -1563.45579042604 12711.63736059401 -62798.593067140508 89879.800355113635 -25665.985393044801 -65586.399576035372 -7.8977138782537004 -2992.0439339306768 -1512.5254848911452 -9303.6318279246807 230667.99062500001 18843.147495571404 19471.427187009958 1291.1633784244214 7664.8057724503251 53188.324931989402 61877.478408277675 18001.419356351638 43283.617937510506 63278.869561897445 130868.11464349982 -86272.08785546344 4417.193186660641 -2357.6374022453065 151990.05969827587 -36298.975448393488 -5986.7688430059534 -21962.795992337742
leaf_weight=170594 3049503 40 169 576 665 99 113 372 1072942 6212 5750 195 31 43 416 5770 1271 140 131 1178 465 94 89 92 121 868 29 71 21 104
leaf_count=170594 3049503 40 169 576 665 99 113 372 1072942 6212 5750 195 31 43 416 5770 1271 140 131 1178 465 94 89 92 121 868 29 71 21 104
internal_value=0 -39.5637 -643.993 -26198 -40722.9 -24276.8 25202.2 -45586.6 55.6896 3021.24 5251.92 45186.7 80963.2 63516.4 3852.79 7572.87 20103 2520.54 34319.6 -806.267 26943 81441.3 96150.1 -4045 -34753.8 9364.24 78210.4 11340.6 73103.2 -57275.9
internal_weight=0 1.26866e+06 172713 2119 1543 774 233 541 1.09595e+06 23006 14535 492 297 266 14043 8293 2383 5910 1112 8471 952 226 183 6425 213 2046 160 487 120 769
internal_count=4318164 1268661 172713 2119 1543 774 233 541 1095948 23006 14535 492 297 266 14043 8293 2383 5910 1112 8471 952 226 183 6425 213 2046 160 487 120 769
is_linear=0
shrinkage=0.1


Tree=4682
num_leaves=31
num_cat=0
split_feature=0 1 1 5 0 0 5 6 5 0 3 1 1 1 0 1 3 3 3 3 5 3 2 6 1 5 1 3 3 4
split_gain=2.90176e+11 3.52178e+12 2.33512e+13 4.45032e+13 2.09706e+13 1.61264e+13 1.56898e+13 1.56643e+13 1.81973e+13 1.45113e+13 4.13851e+13 3.68959e+13 2.66462e+13 4.7535e+13 1.91462e+13 5.83576e+13 4.14091e+13 2.23019e+13 1.90655e+13 3.10057e+13 1.70029e+13 1.69191e+13 1.66319e+13 1.54492e+13 2.95074e+13 1.78603e+13 1.52381e+13 1.46659e+13 1.42066e+13 1.57154e+13
threshold=56.121679000000007 39.767857750000005 38.891822450000006 63.455000000000005 57.157092150000004 56.143542450000005 57.005000000000003 1.5000000000000002 45.610000000000007 56.197733450000008 19.500000000000004 37.971176850000006 37.998366300000008 37.971176850000006 56.281985950000006 37.475443250000005 11.500000000000002 13.500000000000002 23.500000000000004 16.500000000000004 52.990000000000002 8.5000000000000018 13.500000000000002 1.5000000000000002 37.314272700000011 63.455000000000005 37.516458750000005 6.5000000000000009 4.5000000000000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 -5 6 -2 -4 -9 10 12 -12 13 23 15 17 21 -11 19 -19 -18 27 -22 25 28 26 -7 -17 -25 -30
right_child=1 -3 3 4 -6 9 -8 8 -10 14 11 -13 -14 -15 -16 16 20 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-15.273874512192027 -6405.3179262383046 199.25982190396195 11517.494611728143 -57815.353520182289 -17982.915831355913 -9541.7492923677892 -37952.459795261973 454.15451913185336 -10565.817627358188 -9745.8775390989267 7643.6264798677894 173075.87943638396 -58228.984579326927 160132.45359375002 -32.618583657816096 -18790.734897094935 -41026.473536964702 18066.126264314 3059.336145059091 94554.013532478595 -77212.592759486608 14245.140321076222 -185426.20156250001 -16913.397116301163 -25719.19745145283 71869.560832663148 40316.015337924298 -82733.533226879226 -1899.8293576266187 15450.30965379912
leaf_weight=3205370 731 631653 733 150 1112 130 201 3763 2490 754 26 28 65 20 465194 1174 81 365 810 62 49 156 20 230 315 68 116 37 818 1443
leaf_count=3205370 731 631653 733 150 1112 130 201 3763 2490 754 26 28 65 20 465194 1174 81 365 810 62 49 156 20 230 315 68 116 37 818 1443
internal_value=0 43.9959 -159.838 -5434.88 -22717.4 -67.833 -13208.9 -2312.85 -3934.1 -41.8828 6607.88 93423.3 5145.16 6457.04 -88.1202 -7448.16 -22224.3 3810.22 12073.2 29172.1 -72100.6 -16751.4 -108579 5471.94 3118 26507.5 13968.4 -20744.4 6764.61 9173.26
internal_weight=0 1.11279e+06 481141 8248 1262 472893 932 6986 6253 471961 3259 54 3205 3140 468702 3508 1517 1991 1237 427 150 1367 69 3120 2806 314 246 1211 2491 2261
internal_count=4318164 1112794 481141 8248 1262 472893 932 6986 6253 471961 3259 54 3205 3140 468702 3508 1517 1991 1237 427 150 1367 69 3120 2806 314 246 1211 2491 2261
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=31
num_cat=0
split_feature=1 0 6 0 1 1 1 5 5 0 1 3 3 1 2 1 0 5 3 0 3 3 5 0 3 1 5 5 0 5
split_gain=2.81668e+11 2.65234e+12 1.47173e+13 3.23473e+13 4.28928e+13 4.40807e+13 3.66774e+13 8.63282e+13 4.30799e+13 2.93157e+13 2.91842e+13 5.49679e+13 8.57471e+13 3.89379e+13 7.40145e+13 2.51285e+13 2.55997e+13 2.03686e+13 1.86628e+13 5.03319e+13 2.89341e+13 1.82496e+13 2.13106e+13 1.63971e+13 1.0835e+14 5.81414e+13 5.69234e+13 4.44494e+13 7.5185e+13 4.3868e+13
threshold=30.332994000000003 59.846652800000008 1.5000000000000002 59.609407350000005 30.102666750000001 30.243224600000001 30.160599000000001 73.995000000000019 77.715000000000018 57.131524800000008 30.323743050000001 17.500000000000004 20.500000000000004 30.278357500000002 3.5000000000000004 30.102666750000001 59.834458500000004 79.730000000000018 5.5000000000000009 59.755965500000009 14.500000000000002 11.500000000000002 36.305000000000007 59.755965500000009 10.500000000000002 30.243224600000001 77.715000000000018 86.02500000000002 59.834458500000004 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 4 -4 9 7 15 -8 -6 11 13 -13 -10 -15 16 18 -11 -5 -20 -21 22 -17 -1 25 26 -25 28 -28 -27
right_child=-2 -3 3 6 5 -7 8 -9 10 17 -12 12 -14 14 -16 21 -18 -19 19 20 -22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-258.1958332552959 -6.1379155196856852 314.72375132240484 -58.493700005682925 -5734.4977437208072 -56663.556166294649 -121538.41720842634 -2811.6169300987531 -45739.342565802268 20022.259116732137 24941.408809507811 66392.798759992744 -155198.71193576392 18977.72730391653 -18356.088058035715 238712.71640777588 -3578.9565984964702 -61489.5010630123 87776.045388849438 -2643.4623440128034 54917.173809754815 -37585.280926192434 -4697.8416334358644 -24456.3822494374 28184.091612295633 -1730.443556886727 4595.9526940495716 50188.338045058139 40250.733391853937 240664.47171875002 -133128.78178710939
leaf_weight=21132 4082379 170085 18342 945 42 21 9266 633 356 832 129 45 76 21 24 727 61 55 641 307 38 2153 1493 1321 6208 636 43 89 40 24
leaf_count=21132 4082379 170085 18342 945 42 21 9266 633 356 832 129 45 76 21 24 727 61 55 641 307 38 2153 1493 1321 6208 636 43 89 40 24
internal_value=0 106.272 -433.371 -1784.18 1014.61 21733.4 -4976.27 -10519.6 -1064.62 24972.1 23801.2 13275.7 -45798.6 31101.1 118747 -7016.94 2292.63 28837.6 4307.49 13931.9 44728.5 -11257.7 -17619.5 1224.95 4973.51 24303.8 35229.9 89343 141984 -412.219
internal_weight=0 235785 65700 36207 19292 950 16915 6998 9917 929 651 522 121 401 45 6365 1992 887 1931 986 345 4373 2220 29493 8361 2153 1493 172 83 660
internal_count=4318164 235785 65700 36207 19292 950 16915 6998 9917 929 651 522 121 401 45 6365 1992 887 1931 986 345 4373 2220 29493 8361 2153 1493 172 83 660
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=31
num_cat=0
split_feature=6 3 0 0 1 3 5 5 0 1 1 0 1 3 5 5 0 3 3 4 5 5 3 1 2 5 5 5 3 1
split_gain=3.21531e+11 7.59306e+12 1.05108e+13 3.44583e+13 5.59209e+13 3.74324e+13 7.34759e+13 6.77731e+13 2.78385e+13 2.21291e+13 1.97934e+13 3.02043e+13 5.32766e+13 6.10215e+13 3.92948e+13 2.99676e+13 2.97647e+13 5.61897e+13 2.30556e+13 2.20053e+13 1.98502e+13 1.94155e+13 3.02694e+13 1.83774e+13 1.58761e+13 1.57992e+13 2.11733e+13 1.54695e+13 2.31794e+13 2.47019e+13
threshold=1.5000000000000002 8.5000000000000018 54.708501450000007 54.736324100000012 20.507360500000004 7.5000000000000009 87.395000000000024 90.015000000000015 45.133160800000006 48.712293450000011 39.188277450000008 54.648549400000007 20.507360500000004 4.5000000000000009 66.990000000000023 79.730000000000018 51.67657710000001 7.5000000000000009 6.5000000000000009 1.5000000000000002 80.815000000000012 52.990000000000002 7.5000000000000009 44.660994650000006 5.5000000000000009 73.995000000000019 102.01000000000001 118.33500000000002 6.5000000000000009 43.048525950000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 21 7 -7 -6 25 10 11 -10 14 -14 -13 19 -12 20 -17 -15 -18 -4 -23 -19 -16 -1 -27 28 -28 -30
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 16 12 13 15 24 18 17 23 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=-2798.1881056616758 17.600298754095498 31.29864736647896 -15351.120871225992 -1227.0037265616993 -44417.316437142494 -21846.213587225822 169313.23839285714 -217345.02291666667 -5045.3345618164421 -831.55851799993297 7909.0533780143423 11302.612455238363 -114258.90390625001 45604.209653820675 -16987.300624234071 65345.493040589085 9178.9675119523527 100739.55800940041 8133.6638909417234 108957.52557373047 55323.882685198099 28628.012137484493 -20414.486079315018 3352.2921901537029 -66528.587367731408 8953.1000678100372 -5575.792299446518 1851.3348723280487 -111936.59520670574 -25841.045974143493
leaf_weight=19984 3049503 1163355 396 64645 407 473 21 24 2442 5912 3398 806 28 283 357 87 556 123 370 68 112 403 183 23 79 2791 334 844 48 109
leaf_count=19984 3049503 1163355 396 64645 407 473 21 24 2442 5912 3398 806 28 283 357 87 556 123 370 68 112 403 183 23 79 2791 334 844 48 109
internal_value=0 -42.3061 -855.446 -1617.82 -14866.1 -32510.1 -13720 -54046.7 453.777 3892.79 7091.41 2495.43 11357.1 30873.6 -1779.64 35903 12023.5 29198.8 19025.2 57877.8 16915.8 1753.76 13312.7 85397.7 -25963.8 -1635.02 3998.71 -6359.12 -20472.4 -52163.3
internal_weight=0 1.26866e+06 105306 66552 1907 925 494 431 38754 14644 8732 4520 2078 836 1242 808 4212 814 457 351 668 982 586 146 436 24110 4126 1335 491 157
internal_count=4318164 1268661 105306 66552 1907 925 494 431 38754 14644 8732 4520 2078 836 1242 808 4212 814 457 351 668 982 586 146 436 24110 4126 1335 491 157
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=31
num_cat=0
split_feature=5 2 0 3 0 5 5 5 0 2 3 2 2 0 0 1 1 5 5 0 0 1 2 0 5 5 5 3 2 1
split_gain=2.88258e+11 2.21308e+12 5.97888e+12 6.34782e+12 1.30218e+13 2.74171e+13 1.44476e+13 8.01933e+12 5.93176e+12 7.15803e+12 5.76318e+12 1.89813e+13 3.30109e+13 2.76607e+13 2.43735e+13 4.35488e+13 2.49071e+13 2.4372e+13 2.24971e+13 2.08277e+13 1.79879e+13 1.78959e+13 1.47848e+13 2.46074e+13 1.99926e+13 1.69168e+13 1.52184e+13 1.48229e+13 1.90216e+13 1.61422e+13
threshold=96.015000000000015 18.500000000000004 43.514103700000014 19.500000000000004 55.664473600000008 109.05000000000001 103.45000000000002 114.05000000000001 60.052595500000002 21.500000000000004 23.500000000000004 11.500000000000002 10.500000000000002 60.052595500000002 55.899899800000007 37.487839250000007 38.969379750000009 100.05000000000001 109.05000000000001 55.043101600000007 45.022371150000005 60.628582700000003 13.500000000000002 45.029420750000007 102.01000000000001 125.85000000000001 116.06000000000002 24.500000000000004 12.500000000000002 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 4 5 -4 -6 -8 -5 -10 -2 12 -12 20 15 -14 18 -18 -17 -19 -13 -16 23 -22 27 26 -26 28 29 -25
right_child=1 2 3 8 6 -7 7 -9 9 -11 11 13 14 -15 21 16 17 19 -20 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=4.8940511732683891 -64.625064831704989 -53000.853593749998 40718.270882161458 1555.6699043988374 -20617.962141927084 -85701.941217672429 108278.32703125 39115.781373355268 -73949.288722826095 -1276.8389678030305 -1586.4885223152155 24451.503746811228 132346.81786070479 85208.947631048388 14276.459440654035 -80574.005634469708 -23491.785788143385 92432.590911989799 23865.871235795457 -13306.720652173914 -101256.7113075658 -60383.077972560983 -7033.9872071811187 102278.68653273809 -33752.138823552428 3191.2972758152173 -98034.273170731714 -14482.775166960688 -25208.934901258683 -1940.8419497282609
leaf_weight=4168594 134345 20 42 6781 24 29 30 38 23 33 4516 147 47 31 148 33 34 98 55 23 38 41 2189 42 362 115 41 186 36 23
leaf_count=4168594 134345 20 42 6781 24 29 30 38 23 33 4516 147 47 31 148 33 34 98 55 23 38 41 2189 42 362 115 41 186 36 23
internal_value=0 -136.4 1596.97 1752.97 21256 -10918.2 46086.1 69628.7 1288 -31124.5 -221.761 -2794.64 1061.11 -8794.47 26022.6 44233.1 27190.5 51313.7 -15299.1 72333.4 -9711.14 -1919.52 -11367.4 -22620 -18908 -30638.4 -40292 2263.93 33104.4 65401
internal_weight=0 149570 7020 7000 163 71 92 68 6837 56 142550 8205 4995 3210 479 290 243 155 88 121 3179 189 3032 843 805 518 403 287 101 65
internal_count=4318164 149570 7020 7000 163 71 92 68 6837 56 142550 8205 4995 3210 479 290 243 155 88 121 3179 189 3032 843 805 518 403 287 101 65
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=31
num_cat=0
split_feature=1 5 0 5 3 5 2 3 3 0 0 0 3 3 0 0 3 3 5 2 5 5 5 0 6 0 2 2 5 5
split_gain=2.78831e+11 4.45349e+12 4.74083e+12 4.16561e+12 5.06053e+12 6.33815e+12 6.28691e+12 6.1456e+12 4.89419e+12 8.63507e+12 4.88273e+12 3.03607e+13 1.16505e+13 1.07885e+13 2.30776e+13 1.56009e+13 3.55923e+13 1.59126e+13 2.56277e+13 2.67673e+13 1.45344e+13 1.31931e+13 1.29181e+13 1.15561e+13 2.89792e+13 1.01081e+13 9.59165e+12 9.53171e+12 3.55365e+13 9.30514e+12
threshold=30.102666750000001 32.005000000000003 54.648549400000007 36.515000000000008 15.500000000000002 32.910000000000004 7.5000000000000009 12.500000000000002 10.500000000000002 54.736324100000012 60.003414000000006 59.950068600000009 3.5000000000000004 10.500000000000002 60.063729500000008 60.029906750000002 9.5000000000000018 5.5000000000000009 56.835000000000008 3.5000000000000004 123.15000000000002 97.050000000000011 150.04500000000004 60.052595500000002 1.5000000000000002 60.063729500000008 8.5000000000000018 2.5000000000000004 66.040000000000006 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 -3 -10 11 -5 25 15 23 16 17 18 -14 -20 29 27 -22 24 -15 -12 -26 28 -16 -17
right_child=-2 3 -4 10 5 6 -8 -9 9 -11 12 -13 13 14 21 20 -18 -19 19 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=50525.348418899237 2.8748385951030331 -4300.4486587955207 2874.5999036162266 -271.6931373567312 -34078.661219618058 23848.136139922091 -290.5567493366745 -19060.823688888551 55702.958741554059 1383.5983035714287 39605.34064611487 -29318.042221523316 105817.39411764707 27067.99327612705 -21944.246419270836 4962.148934112899 152010.46786644345 -68508.545625000013 -1762.0044467986577 62572.19326817304 -79990.560629111846 -58483.245052083337 4213.7614508928573 -97576.706799768523 -78182.997555954396 -14547.127745855423 -1608.7033482142858 4113.5780168493466 143271.3185377038 59185.541674804692
leaf_weight=21 4263593 3542 3631 41542 36 182 265 272 37 140 37 363 34 61 30 2879 21 20 252 87 38 30 35 27 74 504 21 335 23 32
leaf_count=21 4263593 3542 3631 41542 36 182 265 272 37 140 37 363 34 61 30 2879 21 20 252 87 38 30 35 27 74 504 21 335 23 32
internal_value=0 -224.609 3148.6 -466.542 -3380.75 6286.81 9537.73 -4550.74 -3489.51 12738.5 -185.819 -523.306 2929.24 4792.48 -7557.88 6976.87 25168.1 18390.3 23049.7 14748.5 4453.02 5407.81 -39618.6 -37173.5 -26719.1 -10843.5 -61256 10347.8 49753.1 5558.22
internal_weight=0 54571 3652 50919 4474 483 447 3991 3719 177 46445 41905 4540 3999 601 3398 414 393 373 339 2984 418 73 183 156 541 95 388 53 2911
internal_count=4318164 54571 3652 50919 4474 483 447 3991 3719 177 46445 41905 4540 3999 601 3398 414 393 373 339 2984 418 73 183 156 541 95 388 53 2911
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=31
num_cat=0
split_feature=3 5 4 1 5 5 5 5 0 5 1 0 0 4 0 1 5 0 1 1 1 1 0 0 0 0 2 0 0 5
split_gain=2.87193e+11 2.69791e+12 7.18237e+12 9.95449e+12 7.62967e+12 1.002e+13 6.34061e+12 1.20002e+13 1.28333e+13 1.22748e+13 1.32285e+13 9.08876e+12 1.45835e+13 2.38663e+13 1.24343e+13 8.24878e+12 7.78176e+12 7.68426e+12 6.52077e+12 1.62743e+13 7.0475e+12 1.47822e+13 1.7993e+13 4.03792e+13 1.39804e+13 2.11398e+13 6.37588e+12 6.3339e+12 5.90577e+12 6.12521e+12
threshold=3.5000000000000004 49.505000000000003 1.5000000000000002 30.332994000000003 51.015000000000008 55.005000000000003 66.040000000000006 64.805000000000021 45.087005000000012 63.145000000000003 53.140944450000006 55.74310830000001 55.025681450000008 1.0000000180025095e-35 56.009576300000013 61.365473900000005 60.905000000000008 58.000519000000004 43.048525950000005 44.005491150000005 38.058342000000003 37.362912300000012 55.576287050000012 55.777112100000004 55.645049100000001 56.663136550000011 1.5000000000000002 55.645049100000001 56.301440000000007 88.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 9 -9 16 -11 12 -8 -14 -13 -15 18 28 20 -20 21 24 26 -24 -5 -26 -23 -18 -16 -30
right_child=-2 2 -4 6 5 -7 11 8 -10 10 -12 14 13 15 17 -17 27 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=372.49265077752193 -6.3127414775713788 9312.8757723718882 -146.1723516312255 -16205.25580325072 -116830.6759375 -28101.60553571429 4844.7416132118497 -107362.60541143004 -19507.201414388019 104411.63753255209 -1412.38359375 92198.875887784103 7842.5060985331629 -52631.407315340912 -12338.525455729168 -141366.06319335938 -53581.503823002044 -37711.778178523142 -56365.752872395831 -7575.9217280892481 3672.346934812007 8736.8077502780488 -191726.64531250001 -5687.1009931291856 127821.85990513394 8944.1440880408663 -30129.963991651348 -1139.0730706292231 49749.172182291666 7268.20946123677
leaf_weight=148333 4074053 22 92532 87 20 35 394 23 60 21 27 22 49 22 42 20 61 26 75 773 998 72 20 28 21 52 102 37 75 62
leaf_count=148333 4074053 22 92532 87 20 35 394 23 60 21 27 22 49 22 42 20 61 26 75 773 998 72 20 28 21 52 102 37 75 62
internal_value=0 105.355 -308.364 -4931.88 -40458.3 -60366.7 -4068.67 -6476.59 -43852.7 -5169.84 44885.6 4240.68 -3488.87 -39570.7 20755.4 -94886 -6202.8 13088.3 -4989.72 -11891.1 -748.897 -12299.7 -28999.9 -83203.6 10871.9 43141.8 -14047.2 -33781.8 20467 30524.2
internal_weight=0 244111 95778 3246 77 55 3169 2457 83 2374 48 712 485 91 227 42 2326 205 2228 848 1380 382 222 48 160 73 174 98 179 137
internal_count=4318164 244111 95778 3246 77 55 3169 2457 83 2374 48 712 485 91 227 42 2326 205 2228 848 1380 382 222 48 160 73 174 98 179 137
is_linear=0
shrinkage=0.1


Tree=4688
num_leaves=31
num_cat=0
split_feature=1 3 5 1 1 4 2 5 5 0 2 5 4 1 2 0 2 0 1 0 0 0 2 1 1 5 5 5 5 4
split_gain=2.54258e+11 2.33153e+12 9.59364e+12 1.67856e+13 8.55647e+12 4.24079e+12 2.29035e+12 1.1228e+13 1.03453e+13 1.14984e+13 1.57242e+13 1.68814e+13 1.05219e+13 1.57558e+13 1.28898e+13 9.48367e+12 8.54287e+12 1.05591e+13 6.13722e+12 9.14184e+12 1.35356e+13 5.738e+12 5.08983e+12 9.74931e+12 1.23931e+13 1.6833e+13 1.20594e+13 7.44905e+12 1.63335e+13 3.96599e+13
threshold=30.332994000000003 1.5000000000000002 45.985000000000007 30.102666750000001 30.102666750000001 2.5000000000000004 17.500000000000004 118.33500000000002 104.75000000000001 60.035045000000004 20.500000000000004 107.05000000000001 3.5000000000000004 30.323743050000001 23.500000000000004 59.990816400000007 19.500000000000004 59.990816400000007 30.226173900000003 59.990816400000007 59.932719750000011 59.863160500000006 19.500000000000004 30.315880100000005 30.323743050000001 63.005000000000003 84.030000000000015 90.015000000000015 75.015000000000015 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -3 8 22 10 11 -10 13 14 -12 21 -9 -18 -13 20 -20 -14 23 27 25 -25 -26 28 29 -8
right_child=-2 6 3 -5 -6 -7 7 16 9 -11 12 18 15 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=15175.216036478678 -5.8316175987625058 14.844983931492473 -8919.944881465517 -82010.018156250007 83079.453248046877 47281.98996875 4250.1057560976551 -75336.67822265625 105947.79048108553 -35553.557232142855 -97320.120410156262 -5244.8128038194445 25556.290349264706 45989.308380681818 4829.5970238095242 -17635.109223790321 39810.825716145831 -46822.074724264705 70031.911067708337 91398.601027199082 -38560.707244318182 91098.840589488638 -380.02382445972933 -15536.732436688028 -1743.6376472352808 -92325.788723575373 78319.5771484375 26825.822245332791 -17980.568159858754 58812.978295544606
leaf_weight=72 4082379 221889 29 25 25 25 3843 32 38 35 30 36 34 22 21 31 24 34 24 27 22 22 8302 178 317 34 20 154 302 138
leaf_count=72 4082379 221889 29 25 25 25 3843 32 38 35 30 36 34 22 21 31 24 34 24 27 22 22 8302 178 317 34 20 154 302 138
internal_value=0 100.969 11606.4 -14264.3 32676.3 17099.5 92.374 1346.23 1578.69 18751.5 24942.6 48553.7 3249.89 -24745.4 -55258.5 26740.2 -33858.5 -10974 28544.8 45208.1 18096.3 51305.1 1136.7 3662.14 -8908.85 -27852 3007.89 5217.58 4440.63 6141.51
internal_weight=0 235785 176 79 97 54 235609 13720 13630 342 307 147 160 73 51 87 90 58 109 73 46 56 13288 4986 549 212 337 4437 4283 3981
internal_count=4318164 235785 176 79 97 54 235609 13720 13630 342 307 147 160 73 51 87 90 58 109 73 46 56 13288 4986 549 212 337 4437 4283 3981
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=31
num_cat=0
split_feature=0 0 0 3 5 1 1 4 5 5 5 5 3 3 5 5 6 5 5 1 5 5 5 5 2 2 3 1 2 1
split_gain=2.53852e+11 4.62924e+12 6.35864e+12 5.36495e+13 1.42225e+13 1.40296e+13 3.66563e+13 1.89454e+13 1.28925e+13 3.34171e+13 2.24869e+13 2.11127e+13 1.41357e+13 1.19507e+13 1.10874e+13 1.50449e+13 1.04129e+13 1.47169e+13 9.61697e+12 9.10738e+12 9.07059e+12 1.36478e+13 2.98635e+13 1.68657e+13 1.50852e+13 1.27967e+13 8.90818e+12 2.01423e+13 8.23958e+12 7.82032e+12
threshold=54.942865800000007 54.947737500000009 54.959412650000012 9.5000000000000018 40.605000000000011 82.970752000000019 82.964402850000013 1.5000000000000002 123.15000000000002 91.050000000000011 101.05000000000001 76.730000000000018 5.5000000000000009 4.5000000000000009 55.990000000000002 47.815000000000005 1.5000000000000002 33.57500000000001 44.205000000000005 39.011252750000004 70.00500000000001 65.045000000000016 64.405000000000015 65.50500000000001 7.5000000000000009 2.5000000000000004 15.500000000000002 82.959896850000021 6.5000000000000009 37.436176200000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 28 6 14 -8 9 11 -11 13 -13 -6 15 -5 -7 -18 -15 -14 21 22 -20 -23 -25 -22 -16 -28 29 -3
right_child=1 2 -4 5 8 16 7 -9 -10 10 -12 12 19 18 26 -17 17 -19 20 -21 25 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=35.694608759523028 -546.59014527590659 -18086.827325846356 1.440937336967159 1187.663434316383 -9685.3127091276438 -1942.6973660735098 1830.3861558681861 23716.581540712767 -40908.264306640631 154426.97533482144 36966.621995192305 43656.744062500002 -81283.762009447673 27786.251957525012 -22201.114463124381 61785.884663318451 317.82158431412336 -17338.853219294313 13867.739441888711 -12026.011519847198 83536.530237926141 -59895.659324363427 121946.55429687501 -17528.432511220082 51374.207908121753 6827.2726289970933 52779.97347117457 -7297.3056597076466 30403.762953810918 4286.5534657340486
leaf_weight=1363348 156027 180 2782189 1671 167 4954 665 976 40 28 39 20 43 713 376 42 770 1220 1531 34 44 54 26 94 48 43 58 1476 105 1183
leaf_count=1363348 156027 180 2782189 1671 167 4954 665 976 40 28 39 20 43 713 376 42 770 1220 1531 34 44 54 26 94 48 43 58 1476 105 1183
internal_value=0 -16.4694 13.0837 1964.44 11442.5 -1445.43 2448.13 14847.4 15474.6 16256.6 86054.5 14596.5 -31246.9 16231.4 -3167.99 2673.43 -4397 -10506.9 17926.7 -50702.4 14106.1 12542 15672.5 -12326.9 5762.6 45622.8 -8406.91 -5025.8 3411.28 1331.89
internal_weight=0 2.95482e+06 2.79879e+06 16600 4392 12208 5264 1641 2924 2884 67 2817 97 2720 3623 1713 6944 1990 2553 77 1840 1753 1557 196 142 87 1910 1534 1468 1363
internal_count=4318164 2954816 2798789 16600 4392 12208 5264 1641 2924 2884 67 2817 97 2720 3623 1713 6944 1990 2553 77 1840 1753 1557 196 142 87 1910 1534 1468 1363
is_linear=0
shrinkage=0.1


Tree=4690
num_leaves=31
num_cat=0
split_feature=5 2 6 2 0 4 2 4 5 1 1 0 1 4 1 0 0 3 1 3 1 3 2 0 4 1 5 2 5 2
split_gain=2.51588e+11 1.43367e+12 3.48171e+12 3.50051e+12 9.15042e+12 4.9661e+12 3.80624e+12 7.99295e+12 4.35606e+12 8.96535e+12 6.96374e+12 5.89033e+12 4.3463e+12 6.82254e+12 4.23893e+12 7.76248e+12 4.82076e+12 4.53246e+12 3.65419e+12 3.39493e+12 3.13741e+12 5.27305e+12 5.53743e+12 5.89622e+12 4.6343e+12 3.82139e+12 3.7941e+12 8.96671e+12 3.87292e+12 8.16746e+12
threshold=22.030000000000005 10.500000000000002 1.5000000000000002 5.5000000000000009 45.063245200000004 1.5000000000000002 1.5000000000000002 2.5000000000000004 13.050000000000002 61.463701450000009 47.473138800000008 55.518428350000008 37.792847950000002 1.0000000180025095e-35 30.305955500000003 60.035045000000004 60.003414000000006 7.5000000000000009 39.726951800000002 6.5000000000000009 37.944765900000007 15.500000000000002 3.5000000000000004 59.609407350000005 1.5000000000000002 37.832345550000007 13.050000000000002 7.5000000000000009 19.650000000000002 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 8 9 10 11 18 13 14 15 -10 17 -16 -8 -15 21 25 24 26 -23 -4 27 -24 29 -28
right_child=-2 -3 20 4 5 -7 7 -9 12 -11 -12 -13 -14 19 16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-3014.7804506660509 3.3357017217810125 -1225.6695002848464 -179.34923375139454 25888.582794189453 -902.21490480816124 -35057.840997456391 -10696.998673828126 55728.371640625002 -19841.904893867926 -18247.823783282845 73257.856123991936 59533.977790178571 709.70737350139223 32210.758227539063 -6064.3930061672045 24703.81839560232 -14958.830123465401 17162.358446735194 31432.449747837614 -929.32283152631669 204.32986132609562 -5824.3703399640071 66162.431570512825 -7686.7250167979364 -50865.310971467392 -7956.679866804644 -67005.486914062509 -3046.73665093316 13213.794304950423 17307.727137586808
leaf_weight=835 4237242 11185 14771 128 4245 43 50 30 106 49 31 28 2726 32 92 62 56 968 35 909 39933 3365 39 230 23 660 20 36 208 27
leaf_count=835 4237242 11185 14771 128 4245 43 50 30 106 49 31 28 2726 32 92 62 56 968 35 909 39933 3365 39 230 23 660 20 36 208 27
internal_value=0 -174.664 -6.09532 1679.28 -458.254 -1244.73 3250.16 4261.22 3961.06 18699.9 31272.4 19754.3 3386.51 6666.04 11406.5 -3402.41 13635.8 15146.5 6650.42 197.651 -302.327 -1346.36 -4607.53 4604.24 -6130.14 -511.994 13170.7 32942 7355.56 -18570.2
internal_weight=0 80922 69737 10425 4416 4288 6009 5174 5144 193 144 113 4951 2225 1284 168 1116 1060 85 941 59312 19379 3948 560 3388 15431 330 75 255 47
internal_count=4318164 80922 69737 10425 4416 4288 6009 5174 5144 193 144 113 4951 2225 1284 168 1116 1060 85 941 59312 19379 3948 560 3388 15431 330 75 255 47
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=31
num_cat=0
split_feature=2 6 0 0 0 3 5 1 0 0 3 3 5 5 0 5 4 5 0 1 3 4 0 3 5 5 3 0 3 0
split_gain=2.66678e+11 6.20129e+12 7.6898e+12 2.1186e+13 1.44289e+13 1.82821e+13 1.88288e+13 8.33445e+12 3.07448e+13 1.63351e+13 1.59755e+13 6.29809e+13 1.8915e+13 1.99883e+13 1.70712e+13 1.62895e+13 1.41201e+13 3.46112e+13 4.32239e+13 2.50161e+13 1.52031e+13 1.03123e+13 1.75223e+13 8.24546e+12 8.21894e+12 6.84011e+12 8.43189e+12 1.26414e+13 1.21213e+13 7.13328e+12
threshold=1.5000000000000002 1.5000000000000002 59.950068600000009 59.939091550000008 59.963407450000012 12.500000000000002 50.410000000000004 30.362552800000003 59.916647550000008 59.846652800000008 11.500000000000002 9.5000000000000018 40.205000000000005 73.010000000000005 59.932719750000011 64.405000000000015 2.5000000000000004 63.005000000000003 59.932719750000011 30.259484550000003 7.5000000000000009 1.5000000000000002 59.904813200000007 22.500000000000004 49.995000000000012 55.730000000000011 13.500000000000002 61.674413550000004 25.500000000000004 60.052595500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -4 9 -9 23 11 16 -13 -14 15 -12 17 21 -19 -18 -20 -11 -23 -1 -5 -6 -27 28 29 -28
right_child=-2 -3 4 24 25 -7 -8 8 -10 10 14 12 13 -15 -16 -17 19 18 20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=306.17870906490424 -9.4039092286981329 -96.138315261528817 7112.8627976190473 -12164.433811781142 1159.9297814231618 -44807.305840773814 95353.136838678736 810.41797448782654 53950.837616470759 -7056.9888344103229 -32334.47825584661 -44780.778167568111 -179417.64315878379 -59052.1403409091 22750.451732584639 63631.316699218754 6375.1571166992189 -27415.215962611604 57100.057226562501 -120732.10000000001 175151.68906250002 -10317.521605113638 -98618.282565789472 -59812.151740828813 -58735.745376358034 3570.330136846952 31787.428173161359 -46240.251392663049 -35740.469406250006 87939.278812500008
leaf_weight=2821 3777275 440331 42 72 1823 21 57 93841 109 235 153 39 37 22 180 20 32 35 20 30 24 55 38 23 80 438 238 23 25 25
leaf_count=2821 3777275 440331 42 72 1823 21 57 93841 109 235 153 39 37 22 180 20 32 35 20 30 24 55 38 23 80 438 238 23 25 25
internal_value=0 65.6718 774.218 629.184 6046.85 39941 57917.9 687.214 872.071 -3926.85 -15509.5 -25907 -98816.8 -134536 1191.31 -21240.2 -10672.1 -3899.86 55520.4 -55128.4 121492 -18211.4 -46397.4 -180.01 -36675.7 4465.48 12510.9 25102.4 30799.9 37125.1
internal_weight=0 540889 100558 97866 2692 120 99 97714 93950 3764 920 567 98 59 353 173 469 407 79 62 44 328 93 2844 152 2572 749 311 288 263
internal_count=4318164 540889 100558 97866 2692 120 99 97714 93950 3764 920 567 98 59 353 173 469 407 79 62 44 328 93 2844 152 2572 749 311 288 263
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=31
num_cat=0
split_feature=2 3 5 0 0 1 5 0 0 5 0 1 5 1 1 0 4 0 5 0 0 1 5 1 1 0 0 1 1 5
split_gain=2.6766e+11 5.6039e+12 3.37549e+13 1.93819e+13 4.96875e+13 4.89791e+13 2.03212e+13 2.53781e+13 2.62612e+13 4.22926e+13 1.92624e+13 3.44302e+13 2.657e+13 1.77639e+13 1.6955e+13 2.67699e+13 1.97151e+13 1.99808e+13 2.08279e+13 1.6005e+13 1.93348e+13 1.41097e+13 1.37286e+13 1.27672e+13 2.72573e+13 1.23397e+13 1.20064e+13 1.85577e+13 2.47072e+13 2.12526e+13
threshold=7.5000000000000009 8.5000000000000018 68.00500000000001 55.751981950000008 55.68356880000001 37.559851850000008 75.015000000000015 55.784980300000008 55.87722990000001 86.02500000000002 55.518428350000008 37.559851850000008 94.040000000000006 30.278357500000002 40.810045900000013 44.039893800000009 2.5000000000000004 54.708501450000007 72.010000000000005 59.982527000000012 59.939091550000008 38.058342000000003 70.50500000000001 33.101335500000005 38.058342000000003 60.029906750000002 55.91302515000001 39.826386800000009 37.436176200000013 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 -6 13 -8 9 -9 12 -12 14 -5 15 -4 17 21 -19 20 26 -17 -16 -18 -25 -21 -10 28 29 -28
right_child=1 -3 3 6 5 -7 7 8 19 -11 11 -13 -14 -15 22 16 23 18 -20 25 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-16.711725521875213 1656.69093746423 51.342321637984369 -158522.32157738096 -109871.3015703125 -214830.37309758115 -35733.459966216222 89649.564131433828 28974.091826923075 81790.077133789076 -145278.38218749998 97837.013240131593 -35084.473066406252 2375.3520214342093 -19691.671167697798 57308.772237141937 -362.01278782894741 55826.541585937506 -52617.147150735291 -166934.67502604169 -97639.17054036459 68477.662667410725 -64227.0905362216 -22378.006181013476 -78842.334604714139 38487.689062500001 -1437.5551269531252 32769.360760216347 18480.495331154729 -116125.784375 -48411.557226562501
leaf_weight=2976884 4641 1334791 21 25 26 37 34 26 20 30 38 40 292 173 24 57 25 34 30 24 56 88 218 44 36 30 65 266 25 64
leaf_count=2976884 4641 1334791 21 25 26 37 34 26 20 30 38 40 292 173 24 57 25 34 30 24 56 88 218 44 36 30 65 266 25 64
internal_value=0 37.0906 -2894.5 -14324.2 -23652.6 -109646 -3081.1 5580.44 863.688 -64375.4 -17931.8 29672.1 -22204.7 -31078 -34643.8 -49213.3 -41902.8 -59663.4 -106203 7506.22 13134.9 -39121.5 -14475.2 -6550.88 -26043.8 -44193.8 6091.22 2486.51 -25139.5 -7506.44
internal_weight=0 1.34128e+06 6489 1848 1010 63 838 640 606 56 947 78 869 198 577 335 314 209 64 550 496 145 242 105 80 54 440 420 154 129
internal_count=4318164 1341280 6489 1848 1010 63 838 640 606 56 947 78 869 198 577 335 314 209 64 550 496 145 242 105 80 54 440 420 154 129
is_linear=0
shrinkage=0.1


Tree=4693
num_leaves=31
num_cat=0
split_feature=6 4 5 3 5 1 1 1 1 0 3 1 1 5 3 0 0 1 2 1 5 2 5 1 5 2 0 1 5 0
split_gain=2.83222e+11 6.9344e+12 1.52412e+13 2.69427e+13 1.84042e+13 3.15448e+13 3.15957e+13 2.60084e+13 1.95339e+13 1.81526e+13 2.3512e+13 2.26423e+13 6.40676e+13 1.72976e+13 1.69487e+13 2.83898e+13 2.48591e+13 3.34102e+13 4.34925e+13 4.22622e+13 2.62801e+13 1.93917e+13 1.85812e+13 2.30776e+13 2.96079e+13 3.23063e+13 2.76211e+13 2.14069e+13 1.7918e+13 1.81865e+13
threshold=1.5000000000000002 2.5000000000000004 80.00500000000001 17.500000000000004 59.245000000000012 82.907204800000002 83.093115700000013 82.897133550000021 30.323743050000001 55.012873400000011 16.500000000000004 82.962740850000003 82.967723800000016 59.005000000000003 22.500000000000004 44.580511600000001 59.939091550000008 37.314272700000011 2.5000000000000004 36.761894450000007 64.805000000000021 12.500000000000002 78.010000000000005 30.434657650000002 79.010000000000005 16.500000000000004 60.052595500000002 37.098288800000006 56.205000000000005 60.063729500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 7 -7 -6 -3 11 -11 -10 13 -13 15 -5 17 18 20 21 -17 -20 -16 24 25 -24 -26 -25 -18 -30
right_child=-2 2 -4 14 5 6 -8 -9 9 10 -12 12 -14 -15 22 16 28 -19 19 -21 -22 -23 23 27 26 -27 -28 -29 29 -31
leaf_value=-146.84734310032698 16.518576097065765 24455.660290933087 -246.08603060212982 84473.915983952873 3304.8167147414133 19329.879443285998 2942.4107163838726 -22480.30523381089 -2567.2379372813803 -3195.2032441247543 23362.542052582055 7701.2094356796124 4324.7741254630737 54248.280986740756 -84.744483657953992 4363.4496093750004 30394.354261944114 -3615.0567475218386 -8177.8360485778094 121799.58049395162 96606.699543924537 20531.614514586621 -28175.67693067529 50576.676979053118 27969.535364139443 -151671.93905465264 -76923.409475806446 8936.1587445539826 -28858.975209554035 27209.019810267859
leaf_weight=1048467 3049503 331 126420 37 32127 2537 2194 396 3304 11855 343 103 4058 355 16073 46 65 14790 593 31 94 390 87 129 132 28 31 2874 708 63
leaf_count=1048467 3049503 331 126420 37 32127 2537 2194 396 3304 11855 343 103 4058 355 16073 46 65 14790 593 31 94 390 87 129 132 28 31 2874 708 63
internal_value=0 -39.706 470.454 1436.45 2779.64 4100.69 11730.2 2990.86 361.108 -37.2984 -2448.42 3723.68 8326.24 43780.3 -702.608 -3024.8 -3217.74 -2336.38 14051.5 6837.93 66298.2 3212.49 1315.18 8173.17 -19391.2 -58244.3 8020.57 10724.9 -20026.7 -24277.5
internal_weight=0 1.26866e+06 220194 93774 57603 37254 4731 32523 20349 20018 12198 7820 4516 458 36171 16817 16780 15944 1154 1014 140 983 19354 3281 278 115 163 3003 836 771
internal_count=4318164 1268661 220194 93774 57603 37254 4731 32523 20349 20018 12198 7820 4516 458 36171 16817 16780 15944 1154 1014 140 983 19354 3281 278 115 163 3003 836 771
is_linear=0
shrinkage=0.1


Tree=4694
num_leaves=31
num_cat=0
split_feature=5 4 0 1 3 1 2 1 0 3 0 2 0 2 0 1 2 1 0 2 1 5 5 2 2 2 5 3 5 6
split_gain=2.93453e+11 1.05211e+13 1.2825e+13 1.4127e+13 2.95643e+13 2.62851e+13 2.68832e+13 2.47442e+13 3.07572e+13 2.09858e+13 3.67502e+13 5.68925e+13 3.53253e+13 1.96604e+13 2.45368e+13 2.75387e+13 2.34151e+13 3.69993e+13 2.04264e+13 1.8417e+13 1.80812e+13 3.23356e+13 9.28564e+13 3.80365e+13 2.49041e+13 3.15782e+13 1.86353e+13 1.76987e+13 1.68901e+13 1.87765e+13
threshold=74.610000000000014 2.5000000000000004 45.067452850000002 38.975980350000007 16.500000000000004 39.016372550000007 2.5000000000000004 38.959914000000005 45.013473000000012 17.500000000000004 45.063245200000004 2.5000000000000004 45.047272400000004 2.5000000000000004 45.053747000000008 39.003296000000006 4.5000000000000009 39.007683500000006 45.03656895000001 18.500000000000004 38.969379750000009 105.35000000000001 92.035000000000011 4.5000000000000009 7.5000000000000009 14.500000000000002 77.00500000000001 5.5000000000000009 77.715000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2 -9 10 20 -12 -11 -6 15 18 17 -16 -15 -18 21 22 -10 -23 26 -26 -22 -7 29 -14
right_child=1 -3 -4 4 13 27 -8 8 9 12 11 -13 28 14 16 -17 19 -19 -20 -21 24 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=10.020826212639349 1078.6398130667399 116.48957189610995 -1777.4401052324663 -21390.920445312502 -52288.896937647405 -7914.5597553255957 29891.248885210825 108608.25095358456 14776.192861458334 55549.299572656251 209428.60923828126 22967.727162000869 30904.355768771704 -9318.9048964389549 174762.13522727275 -7984.8470699036834 -5486.8481827673641 -8638.314914772729 -61103.434573462699 50384.989949324328 69383.206846494941 -25840.567127403847 -129040.71880361519 126086.95555555556 -60449.852526643794 61954.792057291663 -10659.374461813535 2572.8006439158489 25034.912330406132 -24270.546567126687
leaf_weight=3762241 5139 471326 64701 125 106 2062 561 34 375 250 20 90 90 129 22 1911 291 22 186 74 37 26 51 45 173 24 136 7328 393 196
leaf_count=3762241 5139 471326 64701 125 106 2062 561 34 375 250 20 90 90 129 22 1911 291 22 186 74 37 26 51 45 173 24 136 7328 393 196
internal_value=0 -67.8165 -1094.66 1125.69 -854.624 1650.34 20546.8 4711.19 14333.7 12652 2419.98 56869.7 23412.7 -10062.9 -8364.28 -12500.6 14148 83061.9 -39896.4 5840.59 -4488.3 7971.94 -2441.32 70451.5 -21225.4 -45537.6 6459.56 269.825 11580.4 -6907.82
internal_weight=0 555923 84597 19896 12817 10076 686 7079 1940 1906 977 110 929 2741 2635 2226 409 44 315 365 867 497 426 71 370 197 173 9390 679 286
internal_count=4318164 555923 84597 19896 12817 10076 686 7079 1940 1906 977 110 929 2741 2635 2226 409 44 315 365 867 497 426 71 370 197 173 9390 679 286
is_linear=0
shrinkage=0.1


Tree=4695
num_leaves=31
num_cat=0
split_feature=3 0 0 0 5 2 2 4 1 5 1 2 4 2 5 4 2 2 2 5 5 5 4 5 2 5 3 2 2 2
split_gain=2.81787e+11 3.84718e+12 9.48678e+12 3.6427e+13 3.20896e+13 2.37993e+13 2.508e+13 3.95963e+13 1.93991e+13 1.41723e+13 1.406e+13 1.46839e+13 2.12112e+13 2.79843e+13 4.553e+13 2.43671e+13 2.2045e+13 1.84979e+13 1.76145e+13 1.73579e+13 1.71996e+13 1.54902e+13 2.28375e+13 1.55627e+13 1.62168e+13 1.404e+13 1.25756e+13 1.17344e+13 1.03023e+13 1.26575e+13
threshold=17.500000000000004 45.013473000000012 45.063245200000004 45.067452850000002 69.610000000000014 2.5000000000000004 4.5000000000000009 2.5000000000000004 39.011252750000004 67.990000000000023 38.911476500000006 11.500000000000002 1.5000000000000002 4.5000000000000009 71.715000000000018 2.5000000000000004 6.5000000000000009 5.5000000000000009 8.5000000000000018 58.040000000000006 103.45000000000002 89.00500000000001 2.5000000000000004 107.05000000000001 20.500000000000004 125.85000000000001 20.500000000000004 20.500000000000004 16.500000000000004 19.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 8 -6 7 -7 9 28 11 12 19 14 -14 17 -17 -15 -19 -3 -16 -13 -23 -24 25 -25 -20 -8 -4 -30
right_child=1 2 3 -5 5 6 27 -9 -10 -11 -12 21 13 15 20 16 -18 18 26 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-11.434183094745039 -1068.2976826053291 10226.965701936422 -7823.1588427888482 60.959374081819014 -117778.20609375002 119658.87142857144 -35142.666347990118 -64568.383750000008 -47063.768806079832 54155.275390625 1337.1585881535043 11952.528115649933 116628.5080625 124186.57173295454 -66496.825353190114 41398.732184709828 157699.17552083335 -15696.115642610144 -13110.94110440341 -74197.321875000009 28420.506054687503 -93043.87974403784 47671.056720753208 -8039.4135788690473 29177.249107142859 -120002.28743489583 73137.930950342474 32286.224623842591 27590.111372718035 -18615.022066865811
leaf_weight=3597421 29149 152 1109 653159 30 28 585 20 101 44 35145 376 25 22 60 28 39 61 22 29 28 38 39 21 28 24 73 27 196 85
leaf_count=3597421 29149 152 1109 653159 30 28 585 20 101 44 35145 376 25 22 60 28 39 61 22 29 28 38 39 21 28 24 73 27 196 85
internal_value=0 57.0711 104.503 17.4464 -12756 -30668.1 -26708.6 42897.5 -4704.3 -1720.83 1680.18 12999.9 24599.5 38705 -2463.03 57692.7 109096 38344.2 26238.2 -3299.58 -36295.9 1113.56 -26056.1 -3328.11 -30574.2 -67752.9 53164.5 -32167.9 -3489.57 13613.5
internal_weight=0 720743 691594 655384 2225 690 660 48 1535 1434 36210 1065 539 358 113 245 67 178 156 181 88 526 150 112 73 45 95 612 1390 281
internal_count=4318164 720743 691594 655384 2225 690 660 48 1535 1434 36210 1065 539 358 113 245 67 178 156 181 88 526 150 112 73 45 95 612 1390 281
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=31
num_cat=0
split_feature=5 0 3 1 1 1 1 1 0 0 2 1 0 4 1 1 2 0 2 3 1 0 4 2 4 1 4 1 1 3
split_gain=2.76489e+11 1.0562e+12 1.20141e+12 4.59028e+12 8.23663e+12 4.40258e+12 2.72365e+12 3.44337e+12 4.65937e+12 1.17749e+13 3.22778e+12 2.90364e+12 2.19557e+12 2.03671e+12 1.78176e+12 1.1923e+13 6.04778e+12 5.53831e+12 5.33218e+12 3.64695e+12 2.63849e+12 1.21295e+13 6.05417e+12 5.27108e+12 2.58102e+12 5.4085e+12 2.43201e+12 1.32059e+13 1.19289e+13 2.6608e+12
threshold=225.45000000000002 63.563300600000012 2.5000000000000004 104.38035940000002 82.964402850000013 61.880021000000006 39.863684800000009 41.900971000000006 55.183525900000006 44.039893800000009 1.5000000000000002 39.047276750000002 56.367862600000002 3.5000000000000004 83.761389800000003 86.067573200000012 1.5000000000000002 56.009576300000013 3.5000000000000004 5.5000000000000009 82.940215400000014 55.010031850000011 3.5000000000000004 3.5000000000000004 7.5000000000000009 42.09605220000001 1.0000000180025095e-35 42.09605220000001 37.487839250000007 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 11 -8 9 -9 -11 13 -10 -2 20 -16 -17 18 -18 -19 24 22 -22 -24 26 -26 27 28 -4 -28
right_child=1 -3 14 -5 -6 -7 7 8 12 10 -12 -13 -14 -15 15 16 17 19 -20 -21 21 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.79535566239358646 -25041.52816280242 22659.402219460229 30454.775597426473 -51606.886671905522 42027.243412162163 -47441.852454552281 35253.074159458709 19631.477301897321 43941.664911684784 -26953.277968750001 -83086.427715773811 -52303.768175048834 247.41161260190216 13321.024484375001 81610.243619791669 47013.418134014428 -52931.743609619145 44665.619719827591 -3765.5415314150532 -4296.025390625 -44916.01741027832 -77422.403231534103 -2075.7153547166149 42060.510407366077 12692.048958333333 -59969.695156250003 12098.158675879315 85526.168892045462 -65404.072340029757 1047.9314614946034
leaf_weight=4313902 31 22 34 20 37 26 28 42 23 20 21 20 23 25 21 26 32 29 71 32 32 22 805 28 21 20 239 22 21 2469
leaf_count=4313902 31 22 34 20 37 26 28 42 23 20 21 20 23 25 21 26 32 29 71 32 32 22 805 28 21 20 239 22 21 2469
internal_value=0 805.041 691.646 -5240.12 -2107.23 -8412.16 -4056.91 3465.45 -3434.18 -17582.6 -55704.4 -19596.5 22094.5 -7915.39 1169.33 10108.2 2205.31 -4898.41 -19040.5 18980.8 661.361 -4096.8 -2231.87 -592.145 2154.81 -22752.7 2521.49 20046.1 -6145.88 2023.19
internal_weight=0 4262 4240 316 296 259 233 157 129 83 41 76 46 56 3924 211 190 164 103 61 3713 887 865 833 2826 41 2785 77 55 2708
internal_count=4318164 4262 4240 316 296 259 233 157 129 83 41 76 46 56 3924 211 190 164 103 61 3713 887 865 833 2826 41 2785 77 55 2708
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=31
num_cat=0
split_feature=5 2 1 1 1 0 5 5 0 3 0 5 0 6 0 1 5 3 4 0 0 1 1 1 3 0 3 0 1 3
split_gain=2.74149e+11 2.62083e+12 7.2298e+12 7.05479e+12 1.13765e+13 1.04426e+13 1.0625e+13 9.9196e+12 2.01453e+13 1.69963e+13 1.83929e+13 1.96754e+13 2.68015e+13 2.7149e+13 1.7964e+13 2.45048e+13 1.53944e+13 1.32502e+13 8.94364e+12 1.5394e+13 1.76648e+13 1.70011e+13 2.24659e+13 1.78461e+13 5.32663e+13 3.29557e+13 1.64932e+13 1.88661e+13 4.11247e+13 1.53129e+13
threshold=39.005000000000003 2.5000000000000004 30.502469200000004 37.971176850000006 37.914142000000005 55.657530000000008 18.050000000000004 36.715000000000011 55.551692500000009 16.500000000000004 55.74310830000001 38.010000000000012 55.851332700000007 1.5000000000000002 55.719391050000006 37.692869000000009 38.905000000000008 21.500000000000004 1.0000000180025095e-35 55.975961550000008 55.601678500000013 37.39371280000001 37.692869000000009 37.642309100000013 4.5000000000000009 55.769960200000007 3.5000000000000004 55.795550600000006 37.597123000000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 18 -9 -10 14 -12 13 -13 -11 -16 -15 -14 -4 20 -20 -22 23 26 25 -25 27 28 -23 -28
right_child=-2 -3 3 -5 5 6 -8 8 9 10 11 12 17 16 15 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=2076.2278234661344 -15.579967442748282 -50.503256495743464 -1720.3392746265138 389.90124497205761 12338.388500222462 4353.3445795984771 -11669.568165402297 3016.1148718667882 -9385.3965335668909 -4995.2109982958027 1631.2810555767539 11075.806370511969 -12204.38194318499 151235.19639673477 -125892.95080729167 5423.9860555013029 57650.815136718753 45719.837605660869 -461.40781920373661 -3210.9680886597152 -2874.2969194949428 -184607.13856933595 1095.1595867984956 203044.2605 17490.435368033963 49809.299035644537 55712.270368303572 19668.02086123512 -8234.9058174328929 8564.3483560884215
leaf_weight=21004 3123815 865800 16691 249394 259 509 2214 3291 5042 612 604 47 112 39 30 27 32 61 10920 6212 2141 20 3801 25 950 32 70 42 39 4329
leaf_count=21004 3123815 865800 16691 249394 259 509 2214 3291 5042 612 604 47 112 39 30 27 32 61 10920 6212 2141 20 3801 25 950 32 70 42 39 4329
internal_value=0 40.7493 281.22 158.629 -833.235 -6849.41 -8674.47 -508.049 -3375.94 -6560.35 2546.97 11922.8 33283.8 70030.2 -9996.13 -63690.2 109056 8219.76 118.907 1193.01 2416.02 5160.49 7008.63 11090.2 23124 117018 8397.26 -31556.9 -68022.1 9314.6
internal_weight=0 1.19435e+06 328549 307545 58151 2982 2723 55169 9897 6606 1564 895 291 118 669 57 71 173 45272 28581 22369 11449 9308 5507 1007 57 4500 101 59 4399
internal_count=4318164 1194349 328549 307545 58151 2982 2723 55169 9897 6606 1564 895 291 118 669 57 71 173 45272 28581 22369 11449 9308 5507 1007 57 4500 101 59 4399
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=31
num_cat=0
split_feature=4 5 0 3 0 2 2 3 5 5 5 0 0 1 0 0 3 6 1 5 0 3 2 1 3 3 1 5 1 0
split_gain=3.00943e+11 3.13563e+12 1.0258e+13 1.04216e+13 9.85063e+12 2.42849e+13 1.65344e+13 1.13045e+13 9.23322e+12 8.2148e+12 7.5306e+12 9.8197e+12 1.09847e+13 8.69534e+12 7.31427e+12 1.17823e+13 3.34302e+13 7.23179e+12 1.96632e+13 9.90175e+12 7.12504e+12 1.42143e+13 1.13501e+13 1.46365e+13 9.36621e+12 1.88979e+13 1.13437e+13 8.47437e+12 1.04881e+13 9.89095e+12
threshold=1.0000000180025095e-35 63.005000000000003 60.035045000000004 10.500000000000002 59.904813200000007 4.5000000000000009 2.5000000000000004 4.5000000000000009 109.05000000000001 63.145000000000003 84.030000000000015 45.005863250000004 53.340367100000002 39.726951800000002 54.986619450000006 55.010031850000011 16.500000000000004 1.5000000000000002 82.945329900000004 79.730000000000018 54.947737500000009 9.5000000000000018 4.5000000000000009 39.036172050000012 12.500000000000002 9.5000000000000018 47.473138800000008 73.995000000000019 40.247294600000011 45.047272400000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 8 10 -6 -9 -3 13 -13 -12 20 16 17 18 -16 -19 22 -22 23 -11 25 27 -27 29 -29 -25
right_child=-2 2 3 -5 5 -7 -8 9 -10 14 11 12 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=14.506728076226517 -6.4643633170908492 25223.38310695289 81216.010791015637 -10803.1862890625 -66228.053674768526 39674.580996621626 -120268.90382254464 23427.416405044369 17264.168772536057 63478.289930555555 -77959.66740625001 70169.492753232757 2104.6688115985576 -1616.8187077702705 140924.0703125 1384.3236711162008 -2847.0047803356392 67298.223184908362 33725.64256924716 8341.544937375993 -50012.843450797875 -2827.6633417330795 -5092.7763134194374 75168.504557291672 -3356.801960108719 105204.18020833333 31018.661582298806 -73627.377901785716 -3729.2136522376022 -14707.029791015626
leaf_weight=228759 4073891 329 32 20 27 37 28 162 26 45 25 29 130 37 28 10320 314 52 44 63 94 199 2607 24 527 24 146 28 92 25
leaf_count=228759 4073891 329 32 20 27 37 28 162 26 45 25 29 130 37 28 10320 314 52 44 63 94 199 2607 24 527 24 146 28 92 25
internal_value=0 107.81 1483.6 45824 1334.48 -27448 -58108.9 1555.82 -25269.6 1032.47 15633.1 1356.15 14519 -32400.2 784.523 2111.37 17087.6 50560.6 75413.9 35000.2 -2982.93 -17965.6 -1735.09 7873.58 4984.19 17950.9 41491.9 -5729.5 -20038.8 29313.6
internal_weight=0 244273 15514 52 15462 118 81 15344 53 14794 550 221 159 62 14632 10821 501 187 72 115 3811 293 3518 911 866 339 170 169 120 49
internal_count=4318164 244273 15514 52 15462 118 81 15344 53 14794 550 221 159 62 14632 10821 501 187 72 115 3811 293 3518 911 866 339 170 169 120 49
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=31
num_cat=0
split_feature=5 0 1 3 1 4 4 0 5 1 1 1 1 2 0 0 0 3 0 0 2 5 4 2 0 0 1 3 0 0
split_gain=2.86997e+11 1.88965e+12 2.64713e+12 4.33657e+12 3.2235e+12 7.17312e+12 2.78536e+12 1.77239e+12 6.2659e+12 1.60757e+12 6.74116e+12 3.68707e+12 2.80909e+12 3.53341e+12 3.80458e+12 2.74144e+12 4.43002e+12 2.46938e+12 1.85583e+12 1.81033e+12 1.67392e+12 1.65114e+12 1.58954e+12 1.55603e+12 3.23346e+12 1.64586e+13 6.87318e+12 4.75837e+12 4.40266e+12 2.95886e+12
threshold=18.050000000000004 43.465905150000005 44.083877800000003 9.5000000000000018 39.969502550000009 1.5000000000000002 1.5000000000000002 43.514103700000014 13.050000000000002 82.837870700000011 65.659480050000013 82.991167100000027 82.967723800000016 4.5000000000000009 54.970187400000007 54.99493995000001 55.030402950000003 5.5000000000000009 51.369916400000001 56.009576300000013 1.5000000000000002 13.050000000000002 2.5000000000000004 5.5000000000000009 59.963407450000012 60.017447350000005 30.370618100000005 13.500000000000002 59.932719750000011 59.834458500000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4 8 -3 10 23 12 13 14 -11 -15 -17 -16 -13 -20 -14 -18 -12 -9 28 26 -26 -27 29 -25
right_child=-2 7 3 -5 -6 -7 -8 9 -10 11 22 18 20 15 17 16 21 -19 19 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-18105.573586405702 -2.2294904598315997 -15885.738953575723 27652.780101562501 -32752.637277910791 -42841.641741071428 46542.565078125001 -980.12148990271237 733.6027868912953 53539.928335336539 -1743.4629690378515 14716.0006598494 -29508.373007812505 -3201.8066875000004 722.15993352521934 -8350.6933918839113 54094.674306303881 23078.61328125 -24111.983892144097 2467.9429428235653 -3360.3542936973522 -25687.152559988841 -17555.651713867188 -9147.8781119791656 -2131.9884319443349 107436.05058593751 -51573.346620244571 25524.296093750003 3935.8782829122342 -40325.319589843755 29960.593884698279
leaf_weight=121 4286109 26 50 31 35 20 106 23227 26 916 401 20 50 171 377 29 20 135 2203 703 98 20 30 3070 20 23 21 47 30 29
leaf_count=121 4286109 26 50 31 35 20 106 23227 26 916 401 20 50 171 377 29 20 135 2203 703 98 20 30 3070 20 23 21 47 30 29
internal_value=0 298.108 -6875.94 1408.63 -15678.3 -8935.62 8197.09 380.279 18827.1 349.962 649.249 -1347.68 -4887.16 -3715.62 -5602.48 7511.23 24336.3 -12506.5 849.071 1058 -18090.8 2761.48 13054.9 447.229 -1605.73 15166.9 65481.2 -14302.9 -2200.74 -1831.67
internal_weight=0 32055 363 187 176 141 156 31692 52 31640 26898 4742 1816 1668 1428 240 69 512 2926 2906 148 40 431 26467 3240 111 41 70 3129 3099
internal_count=4318164 32055 363 187 176 141 156 31692 52 31640 26898 4742 1816 1668 1428 240 69 512 2926 2906 148 40 431 26467 3240 111 41 70 3129 3099
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=31
num_cat=0
split_feature=2 5 3 1 0 0 0 1 1 1 3 2 0 1 1 4 0 3 2 3 0 2 1 5 1 3 3 2 2 1
split_gain=2.85062e+11 4.86553e+12 8.09151e+12 1.11566e+13 6.21147e+12 1.76287e+13 9.6335e+12 6.64293e+12 1.48133e+13 1.2313e+13 1.31235e+13 7.01578e+12 8.11615e+12 9.55837e+12 1.15234e+13 2.85193e+13 1.32748e+13 1.12966e+13 1.03855e+13 2.4587e+13 1.20328e+13 1.18405e+13 8.48409e+12 1.22762e+13 8.82099e+12 1.58372e+13 1.36745e+13 2.1231e+13 1.2678e+13 1.7171e+13
threshold=7.5000000000000009 177.02500000000003 24.500000000000004 82.902675200000019 59.882016200000002 57.147575200000006 59.963407450000012 37.737121850000008 37.792847950000002 37.342273500000012 16.500000000000004 23.500000000000004 55.02863030000001 82.945329900000004 65.565203050000022 4.5000000000000009 57.106514900000001 11.500000000000002 8.5000000000000018 10.500000000000002 57.117834900000013 9.5000000000000018 38.950530550000003 225.45000000000002 44.660994650000006 9.5000000000000018 18.500000000000004 16.500000000000004 9.5000000000000018 39.925119750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -6 9 -9 -3 -11 12 22 14 18 16 -16 -17 19 -14 -20 -22 23 -10 25 -24 27 -26 29 -27
right_child=1 2 3 -5 6 -7 -8 8 11 10 -12 -13 13 -15 15 17 -18 -19 20 -21 21 -23 24 -25 26 28 -28 -29 -30 -31
leaf_value=-17.246422809954705 30.626242858206616 5383.4491026947471 -5552.0260462514671 -78862.827581521749 92558.246279761908 -38711.351498161763 12940.88396040483 89692.548412024451 -80483.702855603449 -9992.1503232758623 -115287.48314979555 67692.893437499995 -21002.128750000003 -29503.800237880609 61806.971989329264 -54473.612312500009 159577.41677827382 46357.562031250003 15209.565195179635 130601.11711107337 -88217.185546875 15964.4681640625 75028.607134046062 8697.1978693181827 -4895.0406672210192 -63471.464560355402 72827.360507812511 -99056.883263221156 14475.446206115979 32902.337392241381
leaf_weight=2976884 1339119 138 213 23 21 85 55 23 29 29 20 20 20 39 41 25 21 20 294 23 24 20 38 33 303 51 20 26 478 29
leaf_count=2976884 1339119 138 213 23 21 85 55 23 29 29 20 20 20 39 41 25 21 20 294 23 24 20 38 33 303 51 20 26 478 29
internal_value=0 38.2773 4779.47 -12696.7 6922 5770.36 34940.4 7913.75 10026.9 -9906.98 -52969.8 8847.83 8080.62 18135.4 21942.6 50939.5 94922.8 -9659.76 13799.1 60088 7910.32 -40861.9 2818.59 -33016.4 5169.68 12562.9 -7455.96 -12336.4 8308.94 -28536
internal_weight=0 1.34128e+06 2161 236 1925 1849 76 1764 1577 187 49 1554 1534 527 488 107 62 45 381 43 338 44 1007 62 945 596 349 329 558 80
internal_count=4318164 1341280 2161 236 1925 1849 76 1764 1577 187 49 1554 1534 527 488 107 62 45 381 43 338 44 1007 62 945 596 349 329 558 80
is_linear=0
shrinkage=0.1


Tree=4701
num_leaves=31
num_cat=0
split_feature=5 4 2 5 4 5 3 3 1 3 1 2 2 1 4 0 1 3 1 1 0 0 3 0 5 5 1 3 0 0
split_gain=3.0286e+11 3.267e+12 4.74572e+12 1.09996e+13 9.48111e+12 8.35333e+12 6.1443e+12 6.0003e+12 6.91953e+12 5.3172e+12 4.76655e+12 4.05349e+12 9.41681e+12 2.29764e+13 7.70125e+12 1.37634e+13 6.41753e+12 1.13217e+13 8.8857e+12 1.21491e+13 6.33544e+12 6.35278e+12 6.69103e+12 5.81098e+12 5.44952e+12 5.45016e+12 1.29233e+13 1.37586e+13 2.17887e+13 1.62405e+13
threshold=150.04500000000004 2.5000000000000004 12.500000000000002 225.45000000000002 1.0000000180025095e-35 177.02500000000003 22.500000000000004 17.500000000000004 39.041623000000008 21.500000000000004 44.005491150000005 8.5000000000000018 6.5000000000000009 37.487839250000007 1.5000000000000002 55.173809400000003 30.305955500000003 5.5000000000000009 30.362552800000003 30.410108300000001 55.141517900000004 54.959412650000012 11.500000000000002 56.838612000000005 161.85000000000002 225.45000000000002 65.551978750000004 3.5000000000000004 44.039893800000009 55.734663800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 11 -9 10 -5 12 16 -14 15 -15 17 -2 -18 -20 21 22 -13 -22 -21 26 27 -26 -29 -30
right_child=1 -3 3 9 5 -7 -8 8 -10 -11 -12 20 13 14 -16 -17 18 -19 19 24 23 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=1.5951307656537859 7637.682330729167 -987.92267271191815 -2730.2057711693551 -10669.204782885176 27826.546774193546 100662.23742675781 42696.194346788194 -75188.722301136368 1707.6654218750002 -46790.992447916673 47453.84479166667 -44116.09773023201 122941.53742897727 82743.813141741077 -20452.483658854166 -24351.980394345239 56457.553020833329 -85616.622367527176 -75927.365703125004 32570.778434806034 -58651.914207848837 53480.978125000001 14377.899259440104 2769.8204915364586 18679.919215029764 3923.5480131516506 35244.552968750002 21260.73953450521 -132883.0185546875 -34972.721072048611
leaf_weight=4302555 30 13649 31 43 31 32 36 22 25 24 21 33 22 28 45 21 30 23 20 58 43 20 48 24 42 1070 40 30 32 36
leaf_count=4302555 30 13649 31 43 31 32 36 22 25 24 21 33 22 28 45 21 30 23 20 58 43 20 48 24 42 1070 40 30 32 36
internal_value=0 -439.691 3378.07 18758 42544.4 64822.5 1803.75 958.676 -34286.4 -6650.33 8402.42 1935.97 3558.02 30946.4 9415.67 36845.6 1306.39 -32831.2 2638.71 1422.92 -12807.3 3009.18 -9452.99 -36650.1 2605.65 1215.27 -14884 -29206.4 -49729.1 -81048.2
internal_weight=0 15609 1960 182 94 63 1778 1742 47 88 64 1695 1527 116 94 49 1411 53 1358 1328 168 101 81 67 1308 1250 180 140 98 68
internal_count=4318164 15609 1960 182 94 63 1778 1742 47 88 64 1695 1527 116 94 49 1411 53 1358 1328 168 101 81 67 1308 1250 180 140 98 68
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=31
num_cat=0
split_feature=3 3 1 1 1 1 1 2 1 5 0 5 1 0 5 5 5 5 5 0 5 5 6 0 1 5 0 1 1 1
split_gain=2.57862e+11 3.73471e+12 2.63773e+13 1.12356e+14 9.54101e+13 3.60393e+14 7.07968e+13 8.5089e+13 6.12761e+13 5.91781e+13 5.20801e+13 4.06817e+13 4.05569e+13 7.06515e+13 4.20907e+13 3.29692e+13 3.15719e+13 4.04217e+13 3.07016e+13 3.06376e+13 3.02689e+13 3.01255e+13 7.67221e+13 6.21647e+13 5.16668e+13 3.73221e+13 8.49291e+13 5.13424e+13 3.42469e+13 3.31975e+13
threshold=21.500000000000004 20.500000000000004 37.475443250000005 37.342273500000012 37.66934650000001 37.597123000000003 37.620907050000007 9.5000000000000018 37.642309100000013 103.45000000000002 55.657530000000008 161.85000000000002 37.692869000000009 55.87722990000001 101.05000000000001 68.00500000000001 76.00500000000001 36.715000000000011 40.905000000000008 55.183525900000006 87.395000000000024 50.005000000000003 1.5000000000000002 55.751981950000008 37.516458750000005 56.205000000000005 55.834684950000003 37.516458750000005 37.503486000000002 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 10 16 8 -8 12 20 19 13 -6 -14 -15 17 -7 -19 -11 -4 22 -12 -24 28 26 27 -23 -25 -27
right_child=-2 2 4 -5 9 6 7 -9 -10 11 21 -13 14 15 -16 -17 -18 18 -20 -21 -22 25 23 24 -26 29 -28 -29 -30 -31
leaf_value=-0.13751985702888969 -73.425527135271523 802.66028110204479 -22737.043714887641 -34889.30358260138 41753.397497289319 10370.579614671611 179550.51264880953 234776.72314583336 14945.326992984696 26319.510277803616 7659.0568697340295 -43342.119146728517 883.46550643777755 -23674.70798793446 -78546.937598385033 -75975.727476703687 -48179.398906250004 208469.09475000002 89357.492825753347 80939.973184701914 -119248.43057432433 -32566.709693137891 196990.85595953526 56710.675060096153 126208.67897258255 39268.182592901132 -168943.2571265244 139891.38091517857 -85405.05676757812 -5370.4536063565347
leaf_weight=3860083 430598 7154 267 1006 136 59 42 75 49 378 497 64 15590 440 67 166 20 25 161 141 37 97 39 39 53 239 41 21 30 550
leaf_count=3860083 430598 7154 267 1006 136 59 42 75 49 378 497 64 15590 440 67 166 20 25 161 141 37 97 39 39 53 239 41 21 30 550
internal_value=0 8.13282 1169.73 -3597.6 3182.95 22108.7 104706 155914 90917 573.997 3470.29 31882.4 -539.045 -23383.3 543.564 -38001.4 72628.5 82490.4 105367 41158.6 -34483.5 10654.6 27094 87088.6 51955.9 -755.885 -44955.5 -1875.02 -5078.77 8151.26
internal_weight=0 3.88757e+06 27483 8160 19323 2341 431 166 91 16982 1910 583 16399 742 15657 606 265 245 186 519 304 1606 658 161 122 948 159 118 69 789
internal_count=4318164 3887566 27483 8160 19323 2341 431 166 91 16982 1910 583 16399 742 15657 606 265 245 186 519 304 1606 658 161 122 948 159 118 69 789
is_linear=0
shrinkage=0.1


Tree=4703
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 2 3 0 0 3 1 3 3 3 1 3 1 3 3 1 4 0 1 1 1 2 3 3 4 3
split_gain=2.73062e+11 2.85959e+12 1.68061e+13 3.33094e+13 2.24011e+13 2.78121e+13 4.89237e+13 3.36253e+13 2.89846e+13 2.35607e+13 3.34213e+13 1.81797e+13 2.28721e+13 1.65946e+13 2.58539e+13 3.42927e+13 1.81205e+13 1.60373e+13 2.51557e+13 4.52016e+13 3.44956e+13 2.36552e+13 2.16429e+13 1.79733e+13 1.56584e+13 1.49465e+13 1.78632e+13 2.15049e+13 1.4629e+13 1.42124e+13
threshold=107.05000000000001 109.05000000000001 28.619594500000002 30.160599000000001 37.417247200000006 7.5000000000000009 11.500000000000002 55.820531900000013 55.701368300000006 14.500000000000002 37.328003200000005 5.5000000000000009 16.500000000000004 17.500000000000004 30.323743050000001 15.500000000000002 30.410108300000001 7.5000000000000009 13.500000000000002 37.712318250000003 2.5000000000000004 44.732363600000006 37.533784800000006 60.58031445000001 39.110397700000007 4.5000000000000009 21.500000000000004 18.500000000000004 2.5000000000000004 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 9 -7 8 -8 10 28 -4 -13 14 -9 -16 -15 -6 19 22 23 24 -19 -21 -20 -11 27 -27 -5 -30
right_child=1 -3 3 4 17 6 7 13 -10 25 -12 12 -14 16 15 -17 -18 18 21 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=3.5771975476551776 -41763.850766509437 -20.03962328148549 112382.51264648438 -70973.907706925689 -10772.610842363787 -129997.14140625001 -42311.099018895351 -29988.820019531253 -185638.66964285716 40842.166993120525 -138312.29761904763 -47794.986979166672 54250.660277129384 -10793.004466236889 -5753.1787873096955 132755.76173058711 -80730.680535156251 50582.914656250003 127210.50541759674 -12141.157552083334 14296.332161376125 -5607.5418747097028 190148.84199218752 -116944.36695312499 21453.254287574407 17082.075286458334 45560.697582347973 -102653.57546223959 5540.7063368274321 -27251.692630525919
leaf_weight=4232515 106 79779 32 37 947 48 43 63 21 157 21 30 82 143 39 33 50 25 21 36 1324 1846 20 30 42 30 37 30 372 205
leaf_count=4232515 106 79779 32 37 947 48 43 63 21 157 21 30 82 143 39 33 50 25 21 36 1324 1846 20 30 42 30 37 30 372 205
internal_value=0 -176.774 -2306.95 -1581.34 -2798.18 -14142.6 -34705.3 -23036.9 -89340.5 -3965.38 -14261.5 45909.3 26917 -10099.6 16794.6 57730.1 -28911.6 715.393 3968.72 13972.5 10779.1 -3551.11 112612 -59779 56705.7 21774.9 -9086.59 -42785.8 -10018.7 -6109.97
internal_weight=0 85649 5870 5764 5620 1329 440 392 64 889 635 144 112 328 135 72 193 4291 3344 1435 1390 1909 45 66 63 254 97 60 614 577
internal_count=4318164 85649 5870 5764 5620 1329 440 392 64 889 635 144 112 328 135 72 193 4291 3344 1435 1390 1909 45 66 63 254 97 60 614 577
is_linear=0
shrinkage=0.1


Tree=4704
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 5 5 3 3 3 6 3 6 3 3 0 0 3 5 2 0 5 5 0 5 0 5 4 2 3
split_gain=2.54192e+11 3.46386e+12 1.79862e+13 2.78497e+13 2.07467e+13 1.67004e+13 3.41572e+13 1.29787e+13 1.72046e+13 1.15726e+13 2.58089e+13 1.20496e+13 1.23241e+13 1.04825e+13 2.29368e+13 1.60315e+14 4.33037e+13 2.65488e+13 2.47293e+13 1.84367e+13 1.43331e+13 1.34336e+13 2.04897e+13 1.28146e+13 9.52975e+12 1.23843e+13 1.18703e+13 9.2132e+12 9.20901e+12 8.2508e+12
threshold=59.963407450000012 30.160599000000001 10.500000000000002 20.500000000000004 60.063729500000008 92.035000000000011 79.730000000000018 17.500000000000004 16.500000000000004 15.500000000000002 1.5000000000000002 12.500000000000002 1.5000000000000002 5.5000000000000009 6.5000000000000009 60.017447350000005 60.003414000000006 8.5000000000000018 68.52500000000002 7.5000000000000009 60.693675950000006 63.455000000000005 67.990000000000023 60.042666650000008 47.815000000000005 60.017447350000005 65.905000000000015 2.5000000000000004 3.5000000000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 7 6 9 8 24 11 -11 -6 -13 -2 15 -15 17 -16 23 20 27 -17 -23 29 25 -4 -26 -20 -28 -18
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 14 16 21 18 -19 19 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=5.5896704208154739 -2308.0896999147203 -28.219027218088389 -503.06373757256409 16318.002966452208 -10289.940819202769 -73204.113038793104 126253.09488636366 -72808.091533057377 15257.546131089155 -102984.75094696971 5889.0825500488281 86394.63471966912 7357.4136988863029 255611.62047413795 -17982.538657992493 -11079.842526760351 -53470.871544692098 -127586.56343149039 140118.45654761905 -38285.223657226561 23901.338308570499 118869.55074728263 10807.445052523228 4243.8248766734832 -68786.061295252526 -43902.498986311984 -75003.454571759255 62449.590130615237 -7964.9779733455889 2103.7243918678978
leaf_weight=4100519 5022 209810 144 255 110 29 22 67 85 33 64 34 47 29 51 154 68 39 21 26 84 23 74 894 127 121 27 56 85 44
leaf_count=4100519 5022 209810 144 255 110 29 22 67 85 33 64 34 47 29 51 154 68 39 21 26 84 23 74 894 127 121 27 56 85 44
internal_value=0 -105.312 -2169.74 -13166.7 -20723.1 -636.059 6152.56 -31103.4 -26359.4 -3021.78 -31150.5 11263.5 40533.5 -82.2376 7069.54 33000.7 1410.37 -65477.6 6456.4 39850.1 52468.2 7280.7 36430.4 249.03 -33378.2 -20319.4 -47857.5 83632 -24126 -31638
internal_weight=0 217645 7835 1250 995 339 310 656 589 288 97 191 81 6585 1563 280 1283 90 1193 187 161 251 97 1006 504 265 239 77 112 112
internal_count=4318164 217645 7835 1250 995 339 310 656 589 288 97 191 81 6585 1563 280 1283 90 1193 187 161 251 97 1006 504 265 239 77 112 112
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=31
num_cat=0
split_feature=1 1 5 5 3 0 4 3 3 3 4 5 3 0 0 0 6 0 0 5 2 5 0 5 3 2 3 5 3 5
split_gain=2.65475e+11 8.48228e+12 3.16219e+13 3.35512e+13 3.63448e+13 2.63066e+13 2.40408e+13 3.12303e+13 2.88307e+13 2.79e+13 2.28335e+13 2.20087e+13 2.53834e+13 2.04462e+13 7.81147e+13 4.95634e+13 4.13232e+13 2.70691e+13 7.47779e+13 4.89155e+13 3.13732e+13 2.74985e+13 2.91488e+13 2.51681e+13 2.44947e+13 2.00639e+13 1.93043e+13 1.82606e+13 1.69066e+13 1.97229e+13
threshold=37.855187800000003 37.832345550000007 123.15000000000002 92.035000000000011 10.500000000000002 56.009576300000013 3.5000000000000004 16.500000000000004 20.500000000000004 14.500000000000002 2.5000000000000004 142.05000000000004 18.500000000000004 55.801980100000009 55.812836050000008 55.899899800000007 1.5000000000000002 55.674875350000008 55.719391050000006 50.805000000000007 8.5000000000000018 56.005000000000003 55.777112100000004 30.990000000000006 23.500000000000004 11.500000000000002 17.500000000000004 79.730000000000018 15.500000000000002 41.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -5 6 7 -6 -9 -8 13 12 -4 17 -15 25 -17 27 19 23 -21 -20 -23 -19 -25 28 -7 -3 29 -16
right_child=-2 2 11 4 5 26 9 8 -10 -11 -12 -13 -14 14 15 16 -18 18 21 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.0484259033426682 -14.398079952022364 -326.26179861817457 195501.90460937502 56237.466910807292 14848.961079545457 -48300.917916666665 -100170.66748279391 -95713.597961738793 -29384.840790929204 29511.038118077529 10293.542496985252 16639.222137920671 39843.412748579547 -42939.57537847128 115114.15585937501 22376.976210477635 -4370.3254740005732 -49979.694150904608 11934.907850271435 136853.55920438221 44192.971402219744 -31739.463386667947 11284.491723210425 26765.134917079904 143872.24765624999 -132.85732096354167 48915.600293731695 -76212.706250000003 172736.84804687501 -11475.097187500001
leaf_weight=1072372 3229263 3490 20 54 55 30 21 156 113 79 3249 52 22 458 32 653 5003 38 1865 87 63 346 289 167 20 30 64 32 21 20
leaf_count=1072372 3229263 3490 20 54 55 30 21 156 113 79 3249 52 22 458 32 653 5003 38 1865 87 63 346 289 167 20 30 64 32 21 20
internal_value=0 42.6992 2290.78 1959.99 -21833.8 -29972.5 -40583.3 -53812.1 -67850.6 2277.88 2817.96 60125.9 113967 892.473 -3191.45 -30.3757 -1282.28 4861.48 12061.3 53702.4 97936.1 5815.19 -12158.5 24213.3 39290 68714.9 17889.1 -1015.75 97008.6 66426
internal_weight=0 1.0889e+06 16529 16435 572 518 424 324 269 100 15863 94 42 12614 6217 5759 5656 6397 2875 375 150 2500 635 225 187 103 94 3522 73 52
internal_count=4318164 1088901 16529 16435 572 518 424 324 269 100 15863 94 42 12614 6217 5759 5656 6397 2875 375 150 2500 635 225 187 103 94 3522 73 52
is_linear=0
shrinkage=0.1


Tree=4706
num_leaves=31
num_cat=0
split_feature=6 1 1 0 0 0 3 0 1 0 1 3 5 0 5 3 0 0 3 3 3 3 5 0 5 4 5 5 2 0
split_gain=2.54802e+11 6.65196e+12 1.13396e+14 9.72496e+13 3.40647e+13 6.61874e+13 4.60489e+13 3.84107e+13 1.69624e+13 1.60654e+13 6.56921e+13 7.77379e+13 6.27411e+13 3.91013e+13 2.39423e+13 2.56248e+13 2.2343e+13 4.38845e+13 5.55411e+13 2.4814e+13 2.14127e+13 1.86329e+13 2.5664e+13 3.29506e+13 1.69716e+13 2.53614e+13 1.84671e+13 1.68388e+13 1.69068e+13 1.6752e+13
threshold=1.5000000000000002 30.502469200000004 30.468306550000005 59.950068600000009 59.896318000000008 59.846652800000008 18.500000000000004 59.755965500000009 36.761894450000007 59.820733200000006 30.578016350000002 17.500000000000004 76.00500000000001 58.242297500000006 84.030000000000015 24.500000000000004 55.110554300000004 55.851332700000007 22.500000000000004 24.500000000000004 6.5000000000000009 3.5000000000000004 44.605000000000011 56.197733450000008 58.995000000000012 2.5000000000000004 98.020000000000024 38.905000000000008 4.5000000000000009 60.063729500000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 9 10 11 12 13 -3 15 -11 -12 19 21 20 -18 22 -19 -24 -23 -26 -27 -15 -29 -16
right_child=-2 8 3 -5 -6 6 -8 -9 -10 14 16 -13 -14 27 29 -17 17 18 -20 -21 -22 24 23 -25 25 26 -28 28 -30 -31
leaf_value=-328.89882969340277 15.667889583494372 -33941.567148437505 -1542.3255330824995 11457.89804632399 -51600.732024416291 65815.298494466158 -23137.133112571515 -59034.640563571069 -4.3676932714416248 -2682.3725209193776 -1291.3600491401342 -8382.3126650140239 207517.68253528228 17011.056292014899 -38482.773396869954 10623.539005215256 -6612.3990923942401 -11001.996078889268 63486.296034859319 -8587.1649897537845 29330.925244322643 4666.0230685071019 185014.48699396307 27019.029054214014 -14596.367051464775 12115.604451583189 -44262.577118985617 56977.715715383973 117790.91367187501 9232.7151139967518
leaf_weight=170594 3049503 40 169 576 769 120 113 372 1072942 6212 5750 195 31 43 271 1887 188 46 148 254 1400 4024 22 33 1368 747 63 94 89 101
leaf_count=170594 3049503 40 169 576 769 120 113 372 1072942 6212 5750 195 31 43 271 1887 188 46 148 254 1400 4024 22 33 1368 747 63 94 89 101
internal_value=0 -37.6612 -614.474 -23605.2 -36694.2 -21884 22675.3 -41074.9 53.24 2739.92 4757.29 40674 72882.7 57192.1 -721.592 417.795 3498.94 6820.32 2933.17 20433.8 25075.7 1511.33 44117.4 90217.2 817.488 -6292.94 7730.63 73322 86553.5 -25527.8
internal_weight=0 1.26866e+06 172713 2119 1543 774 233 541 1.09595e+06 23006 14535 492 297 266 8471 8099 14043 8293 6451 1842 1588 6303 101 55 6202 2178 810 226 183 372
internal_count=4318164 1268661 172713 2119 1543 774 233 541 1095948 23006 14535 492 297 266 8471 8099 14043 8293 6451 1842 1588 6303 101 55 6202 2178 810 226 183 372
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=31
num_cat=0
split_feature=1 2 2 5 5 0 3 5 0 5 5 5 2 5 4 5 5 2 1 5 5 3 3 5 5 0 3 3 6 5
split_gain=3.20652e+11 2.42447e+12 7.376e+12 9.07368e+12 1.27672e+13 1.53686e+13 1.04038e+13 9.16109e+12 6.7736e+12 6.17427e+12 1.75986e+13 1.09593e+13 1.07171e+13 8.35364e+12 1.51752e+13 5.8741e+12 5.58485e+12 5.4701e+12 5.35709e+12 9.86336e+12 5.04165e+12 4.73392e+12 4.31935e+12 5.4867e+12 9.6483e+12 9.17163e+12 1.62784e+13 8.6829e+12 4.46088e+12 1.05286e+13
threshold=30.332994000000003 22.500000000000004 23.500000000000004 43.605000000000011 51.015000000000008 59.932719750000011 24.500000000000004 52.405000000000008 59.990816400000007 90.015000000000015 104.75000000000001 98.020000000000024 24.500000000000004 71.715000000000018 2.5000000000000004 87.395000000000024 41.305000000000007 24.500000000000004 30.278357500000002 77.00500000000001 43.605000000000011 24.500000000000004 26.500000000000004 56.835000000000008 58.040000000000006 59.990816400000007 24.500000000000004 23.500000000000004 1.5000000000000002 79.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 -6 -7 -5 13 11 -11 -12 16 -15 17 -4 18 19 -16 -18 -10 23 27 -25 26 -26 -9 29 -27
right_child=-2 2 9 4 5 7 -8 22 21 10 12 -13 -14 14 15 -17 20 -19 -20 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=74.63544302530893 -6.5489041929478748 -275.42112861608928 3037.440808275011 989.02785993303576 12511.652026367188 -46954.419803503792 90377.105658783796 51492.695976562507 81750.73445221658 -28249.765852864584 63353.332602163464 -117836.40085227274 -24363.846953125001 75062.823234863274 51333.487656250007 50683.224902343754 -35932.858619364757 21862.670423828124 -60998.555740489137 -40613.841838727676 -5925.7818312658947 38124.254914261124 -28015.868496704104 77609.321744791669 -72481.225537109378 33271.753728950316 26890.670296702669 -20808.496868522801 36963.334576171874 -20849.155700683594
leaf_weight=232391 4082379 626 1008 28 32 33 37 20 43 36 26 22 30 40 20 24 61 50 23 28 682 59 32 24 32 82 34 98 100 64
leaf_count=232391 4082379 626 1008 28 32 33 37 20 43 36 26 22 30 40 20 24 61 50 23 28 682 59 32 24 32 82 34 98 100 64
internal_value=0 113.388 2766.8 8524.27 16196.4 9926.4 54265.6 4031.59 44556.2 -1007.86 -23623.9 -62230.9 16362 323.87 20532.8 5489.97 -1811.28 -3473.98 -21316.7 -2302.45 -8389.35 56515.8 7493.6 9996.48 16511.2 11811.4 -21289.6 -8554.06 20692.2 9547.52
internal_weight=0 235785 3394 1344 718 588 69 519 130 2050 114 58 56 1936 185 145 1751 121 71 48 743 102 486 454 336 312 66 118 246 146
internal_count=4318164 235785 3394 1344 718 588 69 519 130 2050 114 58 56 1936 185 145 1751 121 71 48 743 102 486 454 336 312 66 118 246 146
is_linear=0
shrinkage=0.1


Tree=4708
num_leaves=31
num_cat=0
split_feature=0 0 5 5 3 1 1 0 3 3 6 5 1 3 1 5 5 5 4 5 5 3 4 5 2 5 0 5 3 1
split_gain=2.90796e+11 2.99724e+12 9.30852e+12 1.03369e+13 9.30848e+12 8.82078e+12 1.3989e+13 1.34634e+13 9.89824e+12 9.78996e+12 9.7314e+12 2.93365e+13 2.69813e+13 2.09738e+13 1.85088e+13 1.58723e+13 1.46979e+13 1.43128e+13 1.22531e+13 2.52041e+13 2.32374e+13 2.96305e+13 2.04547e+13 2.14344e+13 1.72126e+13 2.2477e+13 2.11816e+13 1.66092e+13 1.73354e+13 1.53352e+13
threshold=56.121679000000007 56.197733450000008 16.850000000000005 34.305000000000007 1.5000000000000002 47.473138800000008 50.888703650000004 56.143542450000005 6.5000000000000009 2.5000000000000004 1.5000000000000002 85.91500000000002 38.422276900000007 10.500000000000002 37.516458750000005 57.005000000000003 128.92000000000004 104.75000000000001 2.5000000000000004 89.00500000000001 62.385000000000012 5.5000000000000009 1.5000000000000002 65.045000000000016 2.5000000000000004 73.995000000000019 56.143542450000005 74.010000000000005 16.500000000000004 44.083877800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 10 -7 9 -9 -8 11 12 14 16 -6 -16 -13 -15 19 20 -12 24 -23 -24 -22 26 -26 28 -20 -25
right_child=1 -3 3 4 5 6 7 8 -10 -11 18 13 -14 17 15 -17 -18 -19 27 -21 21 22 23 29 25 -27 -28 -29 -30 -31
leaf_value=-15.290202300219519 34237.910065133234 15.634021205459167 -3624.0400872267733 37522.157537163635 4535.263972933617 -14484.400157150962 21632.266823730472 -1555.769500402439 12725.564263388966 -21963.774447950429 3427.6302979133493 53617.292223011369 -5242.1431295395651 13307.696692669582 30587.370009236169 107271.24013671876 -27755.192687500003 -47350.804313858702 -7729.2868991218056 -55006.009218749998 20556.247817925348 -56224.698357599431 30572.054945490076 37511.623243470123 53516.86916360294 7832.9765681966155 162163.04054276319 5006.8601702984997 52329.594419642861 2231.1178903020291
leaf_weight=3205370 84 1080420 4358 72 169 838 60 1304 773 364 11570 198 5098 252 83 40 25 46 2504 70 90 44 491 138 34 30 38 2403 49 1149
leaf_count=3205370 84 1080420 4358 72 169 838 60 1304 773 364 11570 198 5098 252 83 40 25 46 2504 70 90 44 491 138 34 30 38 2403 49 1149
internal_value=0 44.043 992.137 905.651 1612.38 1519.58 -3302.39 444.326 3759.33 -15794.5 2176.18 -1358.59 -3548.87 21300.9 26013.9 55525.2 44494.8 3944.3 3298.91 4844.82 5153.24 15066.5 11129.1 12795.9 52431.4 80556.5 110858 -960.149 -6576.57 6014.11
internal_weight=0 1.11279e+06 32374 32290 27932 27860 3339 2501 2077 424 24521 5911 5390 521 292 123 223 298 18610 13654 13584 2014 1822 1778 192 102 72 4956 2553 1287
internal_count=4318164 1112794 32374 32290 27932 27860 3339 2501 2077 424 24521 5911 5390 521 292 123 223 298 18610 13654 13584 2014 1822 1778 192 102 72 4956 2553 1287
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=31
num_cat=0
split_feature=5 3 5 0 3 4 1 1 0 5 5 1 3 5 5 2 5 0 5 1 3 1 0 2 0 0 0 0 5 1
split_gain=2.66559e+11 3.35539e+12 1.48469e+13 1.11447e+13 9.97592e+12 2.19437e+13 1.82435e+13 2.2002e+13 4.00183e+13 5.30949e+13 3.9598e+13 2.58789e+13 2.05624e+13 6.11408e+13 4.07449e+13 3.15395e+13 2.27642e+13 1.50964e+13 1.13119e+13 1.22883e+13 1.03936e+13 2.04655e+13 2.01658e+13 1.03377e+13 2.84761e+13 9.85393e+12 1.12021e+13 1.25952e+13 1.39846e+13 1.1958e+13
threshold=41.505000000000003 8.5000000000000018 38.010000000000012 45.063245200000004 5.5000000000000009 3.5000000000000004 30.278357500000002 30.410108300000001 59.916647550000008 37.995000000000012 37.305000000000007 30.315880100000005 6.5000000000000009 31.010000000000002 32.005000000000003 4.5000000000000009 31.415000000000003 59.834458500000004 34.305000000000007 30.323743050000001 7.5000000000000009 30.259484550000003 59.896318000000008 2.5000000000000004 59.950068600000009 59.916647550000008 57.157092150000004 57.178027650000011 20.010000000000002 48.712293450000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 20 8 17 10 12 -11 14 -14 16 23 -10 -8 -19 -20 -6 -22 -23 -16 -25 26 29 28 -28 -9
right_child=-2 -3 3 -5 5 -7 7 25 9 11 -12 -13 13 -15 15 -17 -18 18 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-165.80753614448247 -18.194288038329542 -68.149887242216849 -1349.5808532918963 2046.0369015153865 1661.0014678612185 80552.093627232141 -29544.527148437501 544.95583704249816 -18646.555720754372 -38586.800266335231 85697.057958984384 -181378.39015625001 1028.390576171875 -73445.491684767374 40864.615168042452 119742.43863932294 -124118.41703102806 5087.1106411302862 24141.537598401719 84219.888262143359 12061.133446289063 -24120.322605298916 82126.91833007813 -93510.361418269225 63053.873577008933 10674.34051494389 -3314.7074097401996 -1292.3306537669234 -32723.196235617361 4813.1749948994084
leaf_weight=359011 2810827 1026732 11372 64418 890 35 69 29979 293 22 36 30 218 223 53 36 22 201 131 46 1275 23 80 26 21 1092 338 1951 310 8404
leaf_count=359011 2810827 1026732 11372 64418 890 35 69 29979 293 22 36 30 218 223 53 36 22 201 131 46 1275 23 80 26 21 1092 338 1951 310 8404
internal_value=0 33.928 252 1536.54 11.5077 1401.3 1340.77 884.905 -11326.8 -22636.7 -17126.8 -120967 -21276.7 -36630.7 -6263.04 39481 -26012.8 13468.9 21320.5 39755.1 10084.5 15524.9 58401.8 10586.9 -23556.1 1299.08 1049.27 -5304.31 -17383.6 1479.49
internal_weight=0 1.50734e+06 480605 75790 404815 45804 45769 43501 1427 980 928 52 892 441 451 136 315 447 378 177 2268 1378 103 100 47 42074 40982 2599 648 38383
internal_count=4318164 1507337 480605 75790 404815 45804 45769 43501 1427 980 928 52 892 441 451 136 315 447 378 177 2268 1378 103 100 47 42074 40982 2599 648 38383
is_linear=0
shrinkage=0.1


Tree=4710
num_leaves=31
num_cat=0
split_feature=2 3 5 0 0 1 5 0 0 5 0 1 5 1 1 1 1 0 4 0 5 0 1 0 5 1 6 0 0 4
split_gain=2.96294e+11 4.74025e+12 2.73712e+13 1.59824e+13 4.01179e+13 3.96755e+13 1.64594e+13 2.05169e+13 2.12507e+13 3.4214e+13 1.56506e+13 2.7954e+13 2.10151e+13 1.4419e+13 1.44121e+13 1.52116e+13 1.36562e+13 2.17253e+13 1.59304e+13 1.61482e+13 1.68322e+13 1.16915e+13 1.86791e+13 1.84308e+13 1.99186e+13 1.82365e+13 1.74227e+13 1.15718e+13 1.72964e+13 1.59364e+13
threshold=7.5000000000000009 8.5000000000000018 68.00500000000001 55.751981950000008 55.68356880000001 37.559851850000008 75.015000000000015 55.784980300000008 55.87722990000001 86.02500000000002 55.518428350000008 37.559851850000008 94.040000000000006 30.278357500000002 65.58467570000002 60.601268000000012 40.810045900000013 44.039893800000009 2.5000000000000004 54.708501450000007 72.010000000000005 45.098908000000009 39.718803500000007 53.242949050000007 110.05000000000001 39.027779200000005 1.5000000000000002 59.982527000000012 59.939091550000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 -6 13 -8 9 -9 12 -12 16 -5 15 27 17 -4 19 -19 -21 22 25 -23 -25 -14 -24 28 29 -10
right_child=1 -3 3 6 5 -7 7 8 14 -11 11 -13 21 -15 -16 -17 -18 18 -20 20 -22 23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-17.582900574309978 1441.0835340431258 52.131697062398644 -142742.48013392856 -98925.102750000005 -193359.27164212742 -32167.18327702703 80644.980859375006 26089.735817307694 46663.121788194447 -130639.00093749999 88049.895631167761 -31719.891694335936 -12163.498555360993 -17678.102474428739 -34919.366536458336 56504.163192085602 -13093.553817219379 -35182.110491648709 -5905.9482217261902 -47315.443474264706 -150083.90588541667 91829.896145833336 -49094.086133530567 52512.818290201823 -32423.134707031248 -130006.41529947918 39981.305975932461 -55142.956689453131 61709.01262555804 -9374.1152088384533
leaf_weight=2976884 4641 1334791 21 25 26 37 34 26 63 30 38 40 29 173 72 69 242 145 105 34 30 30 34 48 65 24 62 29 56 261
leaf_count=2976884 4641 1334791 21 25 26 37 34 26 63 30 38 40 29 173 72 69 242 145 105 34 30 30 34 48 65 24 62 29 56 261
internal_value=0 39.0241 -2657.22 -12949.5 -21420.5 -98690.9 -2739.93 5055.28 814.27 -57872.1 -16280 26629.5 -20131.5 -27936.6 6789.61 13072.1 -31194.1 -44269.7 -37684 -53649 -95488.2 1728.61 -17874.2 22153.9 3655.85 -65526.3 8433.77 5744.97 10391.7 1522.01
internal_weight=0 1.34128e+06 6489 1848 1010 63 838 640 606 56 947 78 869 198 550 478 577 335 314 209 64 292 149 143 113 53 96 409 380 324
internal_count=4318164 1341280 6489 1848 1010 63 838 640 606 56 947 78 869 198 550 478 577 335 314 209 64 292 149 143 113 53 96 409 380 324
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=31
num_cat=0
split_feature=5 5 1 0 1 1 3 1 0 5 4 0 0 2 3 2 3 0 1 1 1 1 1 0 0 0 1 3 0 0
split_gain=2.81761e+11 2.33553e+12 7.94759e+12 6.627e+12 1.61446e+13 6.51826e+12 1.20286e+13 4.65525e+13 1.45291e+13 2.1796e+13 1.10603e+13 2.05062e+13 9.88469e+12 7.49993e+12 1.0226e+13 1.09827e+13 1.05068e+13 9.59671e+12 7.99857e+12 1.22974e+13 1.14388e+13 1.02257e+13 8.9745e+12 8.29247e+12 7.29661e+12 1.50525e+13 1.71992e+13 9.58256e+12 6.95707e+12 1.24212e+13
threshold=39.005000000000003 38.610000000000007 20.507360500000004 43.592450450000008 39.739656000000004 37.832345550000007 21.500000000000004 37.914142000000005 55.946414150000003 38.905000000000008 1.0000000180025095e-35 55.708120100000009 55.885524800000006 8.5000000000000018 9.5000000000000018 3.5000000000000004 18.500000000000004 59.609407350000005 37.615058950000012 37.692869000000009 37.582182450000005 37.533784800000006 37.457850350000008 55.806974650000008 55.601678500000013 55.619594000000006 37.712318250000003 22.500000000000004 55.628356700000005 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 10 -7 8 9 -8 11 -5 -13 14 17 28 -17 -12 20 23 21 22 -18 -20 27 26 -26 -15 -16 -30
right_child=-2 2 3 5 -6 6 7 -9 -10 -11 13 12 -14 24 15 16 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=7.2315971798789107 -15.794792837575571 16589.68230437248 -51524.195761033967 -11744.508863830568 -2927.208321297082 782.09770323484577 134150.80146165931 4706.6788614311981 134762.70949519231 21537.124669692097 -7295.3373272086774 126597.74580078125 41810.560533558244 626.04881886703322 6994.0617412004112 8219.5938292024202 -2014.8898044502473 4569.8374674522265 -25856.497545992945 1325.1202212126359 65094.027531550477 -44707.135082547175 46250.705783155492 -101660.70081018518 -77660.090718373089 -4718.1595440984338 26432.35174005682 37040.420958187708 -18990.403863328505 -768.51533220368844
leaf_weight=1127390 3123815 310 82 64 411 44747 23 3481 26 68 2453 20 44 1471 603 3493 638 944 31 69 26 53 41 27 57 5661 22 76 496 1522
leaf_count=1127390 3123815 310 82 64 411 44747 23 3481 26 68 2453 20 44 1471 603 3493 638 944 31 69 26 53 41 27 57 5661 22 76 496 1522
internal_value=0 41.3112 615.11 540.809 -11010.3 626.889 1229.38 6792.04 68836.1 49999.9 -1008.47 28281 68306.6 -1220.48 503.732 2688.72 5753.73 -3998.1 -3978.77 -27204.4 -87.4066 -2402.59 899.528 -61144.7 -3680.34 -5323.1 -48672.3 2414.99 -2430.94 -5247.24
internal_weight=0 1.19435e+06 66959 66649 493 66156 48345 3598 117 91 17811 128 64 17683 10396 6999 4378 3397 885 127 758 732 679 58 7287 5740 79 1547 2621 2018
internal_count=4318164 1194349 66959 66649 493 66156 48345 3598 117 91 17811 128 64 17683 10396 6999 4378 3397 885 127 758 732 679 58 7287 5740 79 1547 2621 2018
is_linear=0
shrinkage=0.1


Tree=4712
num_leaves=31
num_cat=0
split_feature=0 1 3 5 0 1 1 1 5 5 3 3 3 1 5 3 3 2 1 1 1 1 5 5 1 1 1 3 1 5
split_gain=2.69715e+11 5.24434e+12 9.38818e+12 1.03264e+13 4.22221e+12 7.46803e+12 3.08469e+13 2.97033e+13 1.69552e+13 1.09106e+13 9.33908e+12 1.68802e+13 3.20367e+13 2.93557e+13 5.51969e+13 1.98797e+13 4.2135e+13 2.56546e+13 4.17563e+13 1.21453e+14 2.13295e+13 2.07196e+13 1.97262e+13 1.65394e+13 1.33492e+13 4.13749e+13 4.11697e+13 2.85917e+13 2.69741e+13 2.16699e+13
threshold=44.039893800000009 39.262370300000008 3.5000000000000004 43.605000000000011 43.642715500000008 44.083877800000003 43.574807850000006 43.868031300000006 110.05000000000001 38.010000000000012 17.500000000000004 13.500000000000002 12.500000000000002 39.666208800000007 50.410000000000004 10.500000000000002 9.5000000000000018 6.5000000000000009 40.810045900000013 39.630124250000001 39.488326500000007 40.810045900000013 62.995000000000012 44.905000000000008 39.826386800000009 40.810045900000013 40.247294600000011 8.5000000000000018 39.739656000000004 71.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 9 -8 -7 -6 11 12 15 14 23 16 24 -18 19 20 -19 -17 -16 -14 27 26 -26 28 -11 -29
right_child=-2 4 -4 -5 5 8 7 -9 -10 10 -12 -13 13 -15 22 21 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-23519.932924624067 -4.1318287853372553 -77.000947103342099 -38319.657764621312 71283.874843750003 -1863.2838356918066 10949.964949910378 -76372.630785472968 -10736.926684638298 -75751.366202445657 1931.4366485474807 34645.184655145204 -11185.136780673258 50123.205852272731 -57217.507768110794 204056.48706896554 -29056.406359585846 9627.5288962310206 -16444.492160560345 13811.402519851435 316566.27554347832 112507.7918478261 8636.2347169929726 76794.80788690476 -43206.464628232759 16083.650612889225 3515.7784434659038 73347.485359399114 -26003.040834839878 -100671.17487980769 -120946.08887797038
leaf_weight=27 4203278 97915 90 20 4442 1167 74 1010 23 1767 99 701 55 22 29 352 106 29 61 23 23 249 21 29 558 5655 162 121 26 30
leaf_count=27 4203278 97915 90 20 4442 1167 74 1010 23 1767 99 701 55 22 29 352 106 29 61 23 23 249 21 29 558 5655 162 121 26 30
internal_value=0 151.169 -19402.4 16822.1 174.515 1637.45 1056.54 -15217.6 9274.22 2268.16 4081.95 3779.95 4905.78 49841.9 67418.8 4140.66 5374.86 46507.5 75252.3 125224 40592.1 -13440 150607 17902.2 4178.31 6390.38 28968 -3075.8 443.613 -44865.9
internal_weight=0 114886 137 47 114749 16834 15644 1084 1190 14560 10118 10019 9318 156 134 9162 8561 242 136 75 52 601 50 84 8319 6375 720 1944 1793 151
internal_count=4318164 114886 137 47 114749 16834 15644 1084 1190 14560 10118 10019 9318 156 134 9162 8561 242 136 75 52 601 50 84 8319 6375 720 1944 1793 151
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=31
num_cat=0
split_feature=5 5 1 1 1 0 0 0 3 0 2 1 0 2 0 0 0 2 2 1 1 1 0 0 2 3 0 2 5 1
split_gain=2.68028e+11 2.79268e+12 6.99284e+12 6.66038e+12 1.12312e+13 1.15263e+13 1.53123e+13 1.18529e+13 1.06536e+13 9.51091e+12 1.20757e+13 8.4206e+12 6.84089e+12 8.09018e+12 1.07739e+13 3.59387e+13 3.14323e+13 2.24834e+13 1.93253e+13 8.8298e+12 1.91412e+13 1.65058e+13 3.1319e+13 2.0508e+13 1.19638e+13 2.21282e+13 1.76132e+13 1.16763e+13 9.91514e+12 8.7629e+12
threshold=33.57500000000001 32.475000000000001 37.889331900000009 37.752451500000006 37.767735350000002 55.762622900000004 55.745923000000012 55.734663800000007 19.500000000000004 55.416472000000006 1.5000000000000002 37.712318250000003 54.811549550000009 8.5000000000000018 55.755036050000008 55.745923000000012 55.769960200000007 7.5000000000000009 2.5000000000000004 37.582182450000005 37.487839250000007 37.615058950000012 55.795550600000006 55.86787755000001 4.5000000000000009 13.500000000000002 55.795550600000006 7.5000000000000009 32.910000000000004 37.362912300000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 9 6 7 -6 -7 -5 -11 12 -3 14 15 29 18 -17 -16 20 -18 22 -21 -23 -22 26 -26 -25 -24 -14
right_child=-2 2 -4 4 5 8 -8 -9 -10 10 -12 -13 13 -15 16 17 19 -19 -20 21 24 23 28 27 25 -27 -28 -29 -30 -31
leaf_value=-33.383655742568941 -10.094648161058211 5427.8621832861427 1021.5711425213833 1920.5592166063263 2633.4738425015275 -8112.1436967375357 36481.659916111683 -30659.043937926734 -42872.054042163341 -105312.0333170573 -28618.25323108082 9575.5406650515379 -16390.986250183265 1658.9030322382871 139317.51725 -37854.620523467318 -1026.3177656411774 -141341.98587499998 20271.8227734375 125532.15629882814 -7270.1240135828666 -17061.727034795851 59464.730352618244 24094.505235486155 -106851.04496527778 11907.88534173584 -35937.052497651304 -40254.347763356862 -1378.8822638128222 -2829.1911009876731
leaf_weight=509046 3709212 1656 75421 82 1055 969 122 119 97 24 142 822 582 6351 25 131 8140 25 30 32 384 315 37 312 45 75 158 31 97 2627
leaf_count=509046 3709212 1656 75421 82 1055 969 122 119 97 24 142 822 582 6351 25 131 8140 25 30 32 384 315 37 312 45 75 158 31 97 2627
internal_value=0 61.4879 544.882 -923.46 -5698.24 -3572.65 2762.85 -741.151 -11275.1 -25942.7 -39706.5 -353.76 -741.443 -1268.14 -2693.07 -7567.41 -998.811 -54439.1 74383.5 -1429.52 -2356.19 8469.21 36647.4 1360.42 -18708.4 -34508.1 -51656.9 18278.7 15421.2 -5288.82
internal_weight=0 608952 99906 24485 2610 2362 1296 1174 1066 248 166 21875 21053 19397 13046 3365 9681 156 55 9626 8802 824 166 658 662 278 203 343 134 3209
internal_count=4318164 608952 99906 24485 2610 2362 1296 1174 1066 248 166 21875 21053 19397 13046 3365 9681 156 55 9626 8802 824 166 658 662 278 203 343 134 3209
is_linear=0
shrinkage=0.1


Tree=4714
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 3 0 0 0 0 0 5 5 0 3 5 0 0 5 5 4 0 3 2 2 5 5 5 0 0
split_gain=2.77541e+11 6.92694e+12 2.56035e+13 2.72017e+13 3.07235e+13 4.19267e+13 2.16341e+13 2.24427e+13 4.97746e+13 4.36355e+13 6.70526e+13 3.84392e+13 3.7335e+13 3.49494e+13 4.65643e+13 3.41463e+13 3.19035e+13 6.58774e+13 3.41672e+13 2.81777e+13 3.85006e+13 2.82369e+13 2.81583e+13 2.6326e+13 3.25025e+13 2.44737e+13 2.43506e+13 2.42752e+13 2.27653e+13 1.92051e+13
threshold=37.855187800000003 37.832345550000007 123.15000000000002 92.035000000000011 55.657530000000008 11.500000000000002 56.054485600000007 55.993277250000013 55.801980100000009 55.812836050000008 55.899899800000007 58.040000000000006 84.030000000000015 55.820531900000013 21.500000000000004 87.00500000000001 55.674875350000008 55.719391050000006 30.990000000000006 68.52500000000002 2.5000000000000004 55.745923000000012 10.500000000000002 16.500000000000004 8.5000000000000018 79.730000000000018 50.805000000000007 84.030000000000015 55.755036050000008 55.695992150000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 16 27 13 -9 -13 14 -11 -12 -3 18 -18 20 -19 -21 -23 24 -20 29 -22 -10 -24 -26
right_child=-2 2 -4 4 5 -7 -8 11 9 10 15 12 -14 -15 -16 -17 17 19 23 21 26 22 28 -25 25 -27 -28 -29 -30 -31
leaf_value=12.345577986536249 -14.721644693450438 -97.637495661992432 54116.419685006658 -114851.75136718751 79549.12283658114 -22304.18646929341 -25674.523335729024 4436.9454821303552 -38358.877382665654 -6250.0126658818499 -7592.4219743568356 37285.274724057315 -37461.884612542228 146614.9638157895 154312.88151041669 85340.697607421884 -44969.84567742599 6992.5654706949999 70086.007352054483 42813.353445512825 142905.14673913046 -114213.99579133066 -101471.67909482759 153476.31634765628 76169.85890625001 -81678.525883152179 36177.232604290555 64456.400065104164 -9918.3483212479914 2059.3886393229168
leaf_weight=1072372 3229263 4451 94 32 44 496 267 2537 532 73 3415 689 74 38 24 40 38 2306 264 78 23 31 29 25 55 23 303 24 428 96
leaf_count=1072372 3229263 4451 94 32 44 496 267 2537 532 73 3415 689 74 38 24 40 38 2306 264 78 23 31 29 25 55 23 303 24 428 96
internal_value=0 43.6588 2075.2 1777.55 -19646.8 -14005 2550.09 3033.29 1068.09 -7852.35 -3815 10355.7 30035.9 65323.2 33476.9 -6516.5 5606.02 12469.2 46186 7187.13 11540 -13054.6 -21984.4 53667.5 47970.6 14416.3 43707.1 -33920.8 -15728.1 29053.3
internal_weight=0 1.0889e+06 16529 16435 572 540 15863 15596 12296 4146 3590 3300 763 135 97 3455 8150 3699 501 3198 2632 566 488 463 438 174 326 556 457 151
internal_count=4318164 1088901 16529 16435 572 540 15863 15596 12296 4146 3590 3300 763 135 97 3455 8150 3699 501 3198 2632 566 488 463 438 174 326 556 457 151
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=31
num_cat=0
split_feature=5 6 2 0 1 1 1 2 1 0 5 1 5 4 1 0 5 1 5 0 3 1 3 2 0 5 0 1 0 5
split_gain=2.74081e+11 2.63962e+12 5.57853e+12 1.21933e+13 1.56373e+13 1.46225e+13 1.03726e+13 1.31713e+13 2.37087e+13 1.65926e+13 1.51187e+13 2.57572e+13 2.1709e+13 1.9218e+13 2.85505e+13 2.24028e+13 2.12814e+13 1.67229e+13 1.67409e+13 1.66495e+13 1.61935e+13 1.58929e+13 1.506e+13 1.52075e+13 1.44555e+13 1.1261e+13 1.11276e+13 1.10316e+13 1.09988e+13 1.0596e+13
threshold=81.910000000000011 1.5000000000000002 21.500000000000004 55.07108800000001 61.365473900000005 92.896330950000007 30.451272450000005 24.500000000000004 37.889331900000009 56.819808050000006 84.030000000000015 37.475443250000005 90.015000000000015 3.5000000000000004 37.516458750000005 55.820531900000013 105.35000000000001 37.436176200000013 103.45000000000002 55.91302515000001 24.500000000000004 37.582182450000005 28.500000000000004 25.500000000000004 56.782419000000012 100.05000000000001 55.975961550000008 37.971176850000006 60.003414000000006 98.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 28 8 10 22 11 -8 19 14 15 16 20 18 26 -12 -14 -15 23 24 27 -16 -17 -9 29 -5
right_child=1 2 3 4 5 -7 7 9 -10 -11 12 -13 13 21 25 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.8514617003350411 -282.85813208847185 324.44329336346391 -12308.5596594282 -50822.405270235657 45589.911875952748 -44698.122730654766 19421.943175551471 -27775.577361111111 -8150.9986590647986 29359.93487919154 1104.3746360426683 160279.82325148812 3141.7560444078949 21243.676405958697 132628.77240853661 174580.8215625 71680.067051630438 -17876.210119047621 10854.108221726192 -89548.935742187503 -96082.179310344829 -79919.825793457043 -569.50520317013525 -108810.56580528845 -96430.597175480783 54149.355918560614 74506.455696289064 42245.232928240745 -1197.132430937796 -4506.6343585278619
leaf_weight=3935898 131110 247932 1117 122 123 21 34 135 425 89 130 21 38 44 41 20 23 21 21 24 29 24 238 26 26 33 25 27 264 83
leaf_count=3935898 131110 247932 1117 122 123 21 34 135 425 89 130 21 38 44 41 20 23 21 21 24 29 24 238 26 26 33 25 27 264 83
internal_value=0 80.8404 270.701 -3862.22 615.504 32422.9 -1717.8 2355.02 9429.44 -10106.9 23580.4 73204 17810.2 32695.3 45470.8 23663.6 -11315.1 59848.4 84579 -13023.4 -39805.9 -14461.1 -17878.1 -37127.8 -27214.2 97631.2 118984 -16105.4 -14691.7 -32070.2
internal_weight=0 382266 251156 3224 2107 144 1963 1494 953 541 528 55 473 319 251 177 90 87 66 154 67 68 452 214 188 74 45 162 469 205
internal_count=4318164 382266 251156 3224 2107 144 1963 1494 953 541 528 55 473 319 251 177 90 87 66 154 67 68 452 214 188 74 45 162 469 205
is_linear=0
shrinkage=0.1


Tree=4716
num_leaves=31
num_cat=0
split_feature=3 3 0 5 5 0 2 5 5 1 1 1 5 1 1 1 1 1 0 0 0 5 5 4 1 5 6 0 1 0
split_gain=2.78016e+11 3.62235e+12 1.17288e+13 2.52288e+13 3.01057e+13 2.26547e+13 2.049e+13 1.65109e+13 2.03721e+13 1.22648e+13 1.1301e+13 1.14108e+13 2.40876e+13 1.10613e+13 1.69367e+13 1.31999e+13 4.08073e+13 1.21281e+13 1.28147e+13 6.44032e+13 2.10477e+13 1.50131e+13 1.34297e+13 3.17563e+13 1.80109e+13 3.06906e+13 2.37767e+13 1.53235e+13 1.47942e+13 1.31004e+13
threshold=17.500000000000004 18.500000000000004 45.013473000000012 150.04500000000004 120.05000000000001 45.005863250000004 10.500000000000002 114.05000000000001 96.015000000000015 39.007683500000006 39.027779200000005 39.047276750000002 63.855000000000011 82.961358250000018 65.659480050000013 82.962740850000003 82.963712850000022 82.837870700000011 55.055104550000003 55.050600750000008 55.046835900000012 90.015000000000015 74.610000000000014 2.5000000000000004 82.933113850000026 105.35000000000001 1.5000000000000002 54.990279300000005 82.940215400000014 54.978840000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 8 -2 -7 -11 12 -12 14 -4 -15 -17 -16 19 20 22 -21 -19 27 25 26 29 -24 -26 -25
right_child=1 -3 13 -5 6 9 -8 -9 -10 10 11 -13 -14 15 17 16 -18 18 -20 21 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=-11.35742454439362 94.471014010237397 -43.557789707239152 911.89455902672171 82628.457582720599 -139303.16197916667 24424.851921452704 -19224.453046874998 72254.833669354834 -34930.385456642915 -35308.260895571504 -10754.058689948695 -15932.569748101725 102646.26409254808 -7297.0604341835133 24452.407753965079 51121.411562753659 -523.21132691386481 2348.8503478289635 16329.666450538898 -51230.347646949405 46222.968075764977 -136948.93278356481 -35298.183976236985 14092.176023706896 -43447.879365551955 98427.689557926846 -24135.182285853796 47949.168585965308 6906.780592359939 116425.53039772727
leaf_weight=3597421 5757 600644 78118 34 27 74 30 31 171 276 67 856 26 2935 332 154 23531 5832 874 84 120 27 24 29 123 41 112 281 111 22
leaf_count=3597421 5757 600644 78118 34 27 74 30 31 171 276 67 856 26 2935 332 154 23531 5832 874 84 120 27 24 29 123 41 112 281 111 22
internal_value=0 56.6879 558.041 -3312.77 -3712.22 -3143.7 -76103.8 -535.212 -915.861 -15109.8 -17498 -12318.2 20949.3 810.339 1360.98 -971.295 -187.418 5739.66 4930.72 3466.92 4719.46 -72080.8 3961.98 16623.9 -627.87 21090.3 1637.39 41398.6 -19561.7 58236
internal_weight=0 720743 120099 7349 7315 7258 57 5959 5928 1299 1225 949 93 112750 86130 26620 23685 8012 7680 6806 6695 111 6575 743 438 204 163 305 234 51
internal_count=4318164 720743 120099 7349 7315 7258 57 5959 5928 1299 1225 949 93 112750 86130 26620 23685 8012 7680 6806 6695 111 6575 743 438 204 163 305 234 51
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=31
num_cat=0
split_feature=5 0 0 5 1 2 3 0 2 3 2 5 2 0 3 5 0 2 4 5 0 1 1 2 2 1 2 3 3 2
split_gain=2.78321e+11 3.22621e+12 1.50687e+13 3.75325e+13 4.921e+13 3.27604e+13 4.0171e+13 2.88194e+13 2.65997e+13 2.5276e+13 2.08929e+13 1.98209e+13 1.60757e+13 1.56524e+13 5.28338e+13 2.3382e+13 2.01902e+13 1.66362e+13 1.3888e+13 4.20335e+13 3.07824e+13 2.14378e+13 1.97481e+13 7.13215e+13 4.12846e+13 1.87335e+13 1.32579e+13 1.24925e+13 1.24394e+13 2.38907e+13
threshold=118.33500000000002 57.178027650000011 57.117834900000013 128.92000000000004 65.58467570000002 10.500000000000002 23.500000000000004 57.157092150000004 3.5000000000000004 11.500000000000002 8.5000000000000018 120.05000000000001 11.500000000000002 57.147575200000006 14.500000000000002 120.05000000000001 57.131524800000008 4.5000000000000009 3.5000000000000004 132.05000000000004 57.157092150000004 65.520339550000017 65.551978750000004 7.5000000000000009 7.5000000000000009 65.58467570000002 4.5000000000000009 6.5000000000000009 24.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 18 10 -9 -6 13 -10 -12 16 15 -15 -4 -18 22 20 -20 26 23 -5 25 -24 -21 -13 29 -7
right_child=1 -3 3 5 9 28 -8 8 11 -11 12 27 -14 14 -16 -17 17 -19 19 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.8676217686440726 -328.25145683338673 -2102.4408630376938 11124.30743212621 28356.665034507641 195827.91222826089 35898.988174599093 131859.79531250001 -16699.522076822916 163627.23333333334 59266.757196969702 68561.476516788578 -1714.850223214286 2640.7423459912911 -61793.236890243905 159614.6561640625 26577.618222128382 -87632.476329787241 -16838.05280696903 32268.031558159724 1561.6208043981483 167328.79713157372 8262.634008464307 -32652.486566873566 -90658.947001008069 56170.981996527786 -102096.86272977942 -90085.734935238492 94390.874259868418 -108407.44500000001 -56872.22709486878
leaf_weight=4263765 44166 7833 181 268 23 38 24 30 27 33 94 21 61 41 25 111 47 113 45 27 27 639 163 62 45 51 38 38 25 103
leaf_count=4263765 44166 7833 181 268 23 38 24 30 27 33 94 21 61 41 25 111 47 113 45 27 27 639 163 62 45 51 38 38 25 103
internal_value=0 -224.763 91.0868 7807.96 24772.2 -1410.57 3607.22 18343.1 64377.5 115354 10408.5 92660.2 42618.5 770.333 24898.1 2740.74 -11753.5 -37633.9 1352.23 10140 82915.8 2697.06 -10225.6 5996.16 -30894.2 -49202.3 -52016.8 60183.8 -43396.8 -31870.1
internal_weight=0 54399 46566 2400 845 1555 1389 789 116 56 673 86 155 518 177 152 341 160 1365 776 72 704 589 330 259 214 65 59 166 141
internal_count=4318164 54399 46566 2400 845 1555 1389 789 116 56 673 86 155 518 177 152 341 160 1365 776 72 704 589 330 259 214 65 59 166 141
is_linear=0
shrinkage=0.1


Tree=4718
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 5 0 0 6 3 3 4 0 6 0 5 3 5 5 5 3 2 0 2 2 4 3 0
split_gain=2.61047e+11 6.34735e+12 5.29669e+13 1.15532e+14 1.55657e+14 1.37287e+14 1.02473e+14 1.4212e+14 1.0014e+14 9.14227e+13 1.60042e+14 1.32977e+14 9.08678e+13 8.15711e+13 7.76646e+13 7.73152e+13 7.71773e+13 8.29037e+13 1.20202e+14 8.55866e+13 8.11041e+13 8.71557e+13 7.61091e+13 1.21125e+14 1.56735e+14 8.42832e+13 8.87587e+13 8.27177e+13 7.49528e+13 6.32664e+13
threshold=37.615058950000012 37.582182450000005 55.812836050000008 55.834684950000003 12.500000000000002 55.820531900000013 55.795550600000006 43.810000000000009 55.801980100000009 55.762622900000004 1.5000000000000002 16.500000000000004 7.5000000000000009 3.5000000000000004 55.784980300000008 1.5000000000000002 55.793358600000012 69.610000000000014 5.5000000000000009 57.405000000000008 52.020000000000003 70.50500000000001 10.500000000000002 12.500000000000002 55.777112100000004 7.5000000000000009 3.5000000000000004 1.5000000000000002 12.500000000000002 55.755036050000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 9 -8 15 29 12 13 -11 16 -13 -9 17 19 -19 22 -18 -22 -12 24 28 26 -26 -27 -24 -3
right_child=-2 2 3 -5 5 -7 7 8 -10 10 11 14 -14 -15 -16 -17 20 18 -20 -21 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-4.880488007630154 -12.349915702710433 769.70127912004273 1483.1352551936207 3794.9485440639 -61141.527630418343 97437.192098765299 9933.8522288344484 -126893.84892684853 -23330.86681106461 294077.40767045453 4374.5611659522201 -289161.35208333336 80606.894500073366 200688.06233723959 -50630.190625000003 -32193.583258243867 13197.619234913795 77204.165196572591 -174402.54167729593 99966.5637093322 -277045.53357282368 -7546.4734933035716 338307.20205078128 -163183.78151367189 57651.385392441858 49743.234422831636 -166464.17328125003 291072.956171875 95172.383333333346 -32786.033688618489
leaf_weight=836731 3448201 20140 531 6491 62 457 1212 183 1724 22 824 21 213 24 39 163 58 31 49 146 28 21 32 20 43 49 30 20 21 578
leaf_count=836731 3448201 20140 531 6491 62 457 1212 183 1724 22 824 21 213 24 39 163 58 31 49 146 28 21 32 20 43 49 30 20 21 578
internal_value=0 48.9503 1404.33 8773.18 39548.2 78493.3 -758.629 -17261.3 -33184.3 1658.34 24015.6 11656.2 100591 17921.4 -134116 -82280.7 14724.4 21622.2 -76904.9 28273.8 -66825.1 -161546 18199.6 71184.8 95222.6 40450.4 -34450.9 119694 241971 -166.452
internal_weight=0 869963 33232 7541 1050 519 25691 3282 2070 22409 1691 1456 235 1396 60 346 1372 1265 80 1185 107 49 1039 215 195 142 73 69 53 20718
internal_count=4318164 869963 33232 7541 1050 519 25691 3282 2070 22409 1691 1456 235 1396 60 346 1372 1265 80 1185 107 49 1039 215 195 142 73 69 53 20718
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 0 1 2 0 4 3 0 3 3 2 3 1 0 3 1 3 1 3 0 3 0 0 3 2 1
split_gain=2.70963e+11 2.50112e+12 1.85602e+13 1.52556e+13 2.14628e+13 2.91279e+13 2.26086e+13 3.71659e+13 4.3896e+13 3.64165e+13 3.68562e+13 2.91508e+13 2.86592e+13 2.47153e+13 2.13847e+13 3.22433e+13 2.17256e+13 2.03505e+13 1.93076e+13 2.94724e+13 1.64832e+13 1.55143e+13 1.76826e+13 2.86288e+13 1.79499e+13 2.03482e+13 1.71932e+13 1.59648e+13 1.62784e+13 1.54363e+13
threshold=81.910000000000011 81.00500000000001 38.233559750000005 28.619594500000002 55.74310830000001 55.734663800000007 30.323743050000001 4.5000000000000009 59.932719750000011 2.5000000000000004 11.500000000000002 59.932719750000011 9.5000000000000018 10.500000000000002 3.5000000000000004 9.5000000000000018 30.278357500000002 59.939091550000008 17.500000000000004 30.226173900000003 21.500000000000004 30.425002000000003 8.5000000000000018 59.950068600000009 5.5000000000000009 59.904813200000007 60.042666650000008 23.500000000000004 14.500000000000002 37.615058950000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -6 11 12 20 -11 -13 16 -16 -10 -18 19 -12 -9 22 23 24 25 -8 27 -24 -29 -23
right_child=-2 2 -4 4 6 -7 21 9 14 10 18 13 -14 -15 15 -17 17 -19 -20 -21 -22 29 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.1716614352949248 80.379328108124525 30717.59754557292 2688.7552120186915 -15851.268140039916 -29101.293132124611 -129326.44313009513 -22562.797619047618 -8198.8480859375013 -11468.111761474611 2183.3552734375003 7689.0375633445947 -178381.95656250001 122018.64134563578 -63972.11703029726 188906.51235795455 29520.763531901044 9001.7521634615387 134118.50975060096 -1052.5055059523809 -102124.00215623644 -98982.009877232151 -11995.293456172465 28887.305948531961 -111221.41435546876 -41154.202539062506 107655.55970982143 -12356.920952690973 129372.98428262246 31974.028302001956 12788.5873804611
leaf_weight=3927731 382266 105 4369 1372 159 23 21 70 80 64 37 35 29 41 22 30 26 26 84 72 28 597 214 24 36 28 72 37 32 434
leaf_count=3927731 382266 105 4369 1372 159 23 21 70 80 64 37 35 29 41 22 30 26 26 84 72 28 597 214 24 36 28 72 37 32 434
internal_value=0 -7.80668 -1755.98 -6868.95 -7937.62 -17722.2 -1997.91 -15531.8 9382.33 -34109.2 -12162.8 -70181.8 39551.3 -116661 42637.2 96953.2 21240 71560.1 -37082.1 -64848 -34136.9 5271.49 20456.5 -14773.7 12458.7 51847.7 31273.7 42374 84202.5 -1562.51
internal_weight=0 3.9359e+06 8167 3798 3693 1395 2298 803 343 460 286 174 93 76 184 52 132 52 193 109 98 1495 464 109 85 49 355 283 69 1031
internal_count=4318164 3935898 8167 3798 3693 1395 2298 803 343 460 286 174 93 76 184 52 132 52 193 109 98 1495 464 109 85 49 355 283 69 1031
is_linear=0
shrinkage=0.1


Tree=4720
num_leaves=31
num_cat=0
split_feature=1 1 3 5 0 0 3 0 6 3 0 0 3 3 5 4 5 5 2 1 6 2 5 3 3 4 0 0 3 5
split_gain=2.61733e+11 2.35246e+12 2.10472e+13 2.01206e+13 1.89461e+13 2.7185e+13 5.36e+13 2.91873e+13 2.50085e+13 2.38184e+13 1.8672e+13 6.2906e+13 3.4285e+13 2.35514e+13 3.88872e+13 5.32463e+13 2.21883e+13 2.16759e+13 6.01642e+13 3.98027e+13 6.62977e+13 2.5548e+13 2.10639e+13 1.98712e+13 1.92697e+13 3.65154e+13 4.90893e+13 1.059e+14 4.63763e+13 3.53003e+13
threshold=30.332994000000003 30.315880100000005 12.500000000000002 142.05000000000004 59.755965500000009 59.820733200000006 6.5000000000000009 59.834458500000004 1.5000000000000002 9.5000000000000018 59.863160500000006 59.853570100000006 11.500000000000002 6.5000000000000009 79.730000000000018 3.5000000000000004 47.005000000000003 58.040000000000006 6.5000000000000009 30.323743050000001 1.5000000000000002 1.5000000000000002 73.995000000000019 5.5000000000000009 9.5000000000000018 2.5000000000000004 59.939091550000008 59.904813200000007 11.500000000000002 63.455000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 9 -6 -7 11 13 16 -9 -15 -16 23 -18 19 20 -19 -21 -23 -13 -12 29 27 -27 -28 -26
right_child=-2 2 -4 -5 5 7 -8 10 -10 -11 24 12 -14 14 15 -17 17 18 -20 21 -22 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=-28.879974857235027 -5.9167167253696915 -68670.213726128481 -1459.4163666707784 -34551.51173891814 -549.24221714564726 -1934.9517548532197 71686.566253198107 18480.091801029495 56410.249162409855 -64045.66138200432 -139.60102999011201 -37085.026813476565 -75599.456266983689 -4698.6744275063675 -165604.05922719595 21131.664663461539 96442.835737092391 -102038.49598958333 -77645.577327008927 15667.322695312501 66887.211779429621 87970.225045955885 198485.11848214286 56218.099776785719 8183.8888796206265 33521.711095389488 39231.70695755208 226255.77916666667 -10737.548837545644 -16466.998879975337
leaf_weight=201036 4082379 36 18387 138 504 132 171 357 91 116 9218 50 23 454 37 26 115 30 35 20 103 34 35 42 2956 137 375 36 368 723
leaf_count=201036 4082379 36 18387 138 504 132 171 357 91 116 9218 50 23 454 37 26 115 30 35 20 103 34 35 42 2956 137 375 36 368 723
internal_value=0 102.442 862.189 3471.12 3794.54 3955.69 22343.2 3042.39 8162.21 -30986.7 3598.56 14773.9 43574.9 -1274.29 -14915.1 -88538.5 49482.3 60357.2 44209.9 63421.4 28783.7 115183 144029 5509.88 2497.45 7787.61 25653 73628.2 14482.5 3339.48
internal_weight=0 235785 34749 16362 16224 16188 766 15422 595 248 15174 1361 487 874 517 63 464 372 257 222 133 89 69 92 13813 4595 916 173 743 3679
internal_count=4318164 235785 34749 16362 16224 16188 766 15422 595 248 15174 1361 487 874 517 63 464 372 257 222 133 89 69 92 13813 4595 916 173 743 3679
is_linear=0
shrinkage=0.1


Tree=4721
num_leaves=31
num_cat=0
split_feature=1 1 3 5 6 5 5 3 0 2 0 3 0 5 2 0 4 3 5 6 0 0 0 0 5 3 0 0 0 5
split_gain=2.63983e+11 3.70516e+12 2.93527e+13 1.86872e+13 1.75435e+13 2.24118e+13 3.25859e+13 1.50275e+13 1.22908e+13 1.47496e+13 1.19807e+13 1.17842e+13 1.05645e+13 1.28309e+13 1.01913e+13 1.01263e+13 9.6288e+12 9.11903e+12 1.15064e+13 1.12306e+13 9.60718e+12 8.95494e+12 7.17376e+12 1.24665e+13 9.22079e+12 7.13693e+12 7.11458e+12 6.86919e+12 8.42124e+12 6.49023e+12
threshold=61.284352600000013 60.837513500000007 12.500000000000002 48.510000000000012 1.5000000000000002 90.015000000000015 110.05000000000001 16.500000000000004 55.193434200000006 10.500000000000002 56.911498950000002 10.500000000000002 55.173809400000003 92.035000000000011 7.5000000000000009 56.758269450000007 2.5000000000000004 3.5000000000000004 67.00500000000001 1.5000000000000002 55.299834250000011 55.173809400000003 55.110554300000004 55.120365700000008 92.035000000000011 4.5000000000000009 55.061033200000004 55.183525900000006 54.484631300000011 46.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 21 12 16 7 -7 9 -8 11 15 13 -5 -9 17 -6 19 20 -3 27 -4 -21 -24 -25 -12 -20 28 -19 -23
right_child=-2 2 3 4 5 6 8 14 -10 -11 25 -13 -14 -15 -16 -17 -18 18 26 22 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-8.0617872266357207 37.637460264934951 20466.64327723912 12662.542456465097 19864.458607987384 21562.114026595595 114038.81410416668 21090.076725260416 96904.435976562498 49312.495849609375 -80116.668424479169 -9866.1371953204398 -18890.764771745013 -11636.416563949315 -10985.004977187291 3440.8827566964283 8615.4146187347487 -7422.3623035631681 20165.916240619859 -56981.150737847231 -15421.380232621712 -11502.452789445844 -3575.3102193037212 26648.31585997724 89.333999829247503 -68387.935937500006 -33932.562655986068 -11886.188897999935 -231.97808021375249 -10828.305769333358 -26265.130045150163
leaf_weight=3000069 1301749 315 290 490 466 75 36 20 46 24 369 444 283 186 28 794 152 95 36 259 1140 695 188 1171 20 185 1242 6008 1135 154
leaf_count=3000069 1301749 315 290 490 466 75 36 20 46 24 369 444 283 186 28 794 152 95 36 259 1140 695 188 1171 20 185 1242 6008 1135 154
internal_value=0 -16.2426 -1517.72 7521.78 13847.8 24335.2 51057.5 86076 10422.8 -19392.6 -3504.23 -2883.33 4585.26 11376.3 42384 -2310.3 14433.2 -3057.56 -4318.03 3174.39 -2969.79 -2508.81 -151.04 2716.99 -1060.58 -17902.8 -13156.5 -1625.88 -8434.44 -7691.01
internal_weight=0 3.01642e+06 16346 2945 1806 847 229 123 106 60 13401 12847 959 676 48 12403 618 11609 9656 1953 8378 1139 1638 1379 1191 554 1278 7238 1230 849
internal_count=4318164 3016415 16346 2945 1806 847 229 123 106 60 13401 12847 959 676 48 12403 618 11609 9656 1953 8378 1139 1638 1379 1191 554 1278 7238 1230 849
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=31
num_cat=0
split_feature=5 1 1 5 1 3 0 1 3 1 0 3 0 2 0 0 5 2 2 2 3 4 1 2 6 3 6 5 3 3
split_gain=2.57527e+11 2.3269e+12 1.0966e+13 3.19586e+13 4.10171e+13 4.54952e+13 4.67244e+13 2.5639e+13 2.14436e+13 2.61233e+13 2.09568e+13 1.87501e+13 1.62728e+13 1.76794e+13 1.52759e+13 1.47976e+13 1.47626e+13 1.45914e+13 1.89672e+13 1.4537e+13 1.45348e+13 2.09724e+13 1.67662e+13 1.45227e+13 1.42096e+13 1.37215e+13 1.38913e+13 1.77724e+13 2.11365e+13 9.72663e+13
threshold=96.015000000000015 38.959914000000005 39.188277450000008 99.555000000000021 38.969379750000009 14.500000000000002 45.03656895000001 39.262370300000008 15.500000000000002 39.016372550000007 47.249522000000006 14.500000000000002 51.369916400000001 17.500000000000004 45.029420750000007 45.005863250000004 109.05000000000001 11.500000000000002 5.5000000000000009 16.500000000000004 4.5000000000000009 2.5000000000000004 38.996948700000011 9.5000000000000018 1.5000000000000002 1.5000000000000002 1.5000000000000002 110.05000000000001 15.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 12 11 17 15 20 -4 -14 -11 16 -5 18 -10 23 22 -22 -6 -16 -19 -17 27 -27 29 -29
right_child=1 2 7 10 8 6 -8 -9 9 14 -12 -13 13 -15 19 25 -18 24 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=4.6258266478148355 436.15512641172472 48225.699957540761 -48558.224402573534 -34481.197573926976 49208.305516581633 -205582.19870605471 -52002.089381760823 -179.73829811693739 -2087.2816923124296 -12393.157927637925 -22932.508734044895 -125043.21476562502 26088.220984326097 -47915.203446691179 35154.962934258649 71824.656108940981 415.66594697960255 -42377.507073567715 -54702.672049581008 92801.384577047429 32918.395237379809 -45156.99969984081 -33945.922031656904 -11416.39199594351 14405.165123188066 26446.03982356991 -984.77485833635239 -12292.225245933749 -14639.597352023293 139957.77646306818
leaf_weight=4168594 48999 23 34 246 49 32 52 88301 111 162 426 20 639 34 188 27 239 60 179 29 39 292 48 104 166 444 8022 177 373 55
leaf_count=4168594 48999 23 34 246 49 32 52 88301 111 162 426 20 639 34 188 27 239 60 179 29 39 292 48 104 166 444 8022 177 373 55
internal_value=0 -128.924 -404.235 -3301.36 -16643.6 -76388.3 -110509 -27.8716 -12225.7 -4073.56 -1229.84 -30404.2 18939.6 22349.6 12640.5 -265.074 -17284.6 -19718.7 -34563.7 25274.4 -25981.8 -35957.8 8059.82 18567.9 -669.881 642.21 430.334 11252.1 101.461 23801.5
internal_weight=0 149570 100571 11563 1554 107 84 89008 1447 999 10009 448 707 673 483 9583 485 516 290 321 428 331 97 292 226 9098 9071 1049 605 232
internal_count=4318164 149570 100571 11563 1554 107 84 89008 1447 999 10009 448 707 673 483 9583 485 516 290 321 428 331 97 292 226 9098 9071 1049 605 232
is_linear=0
shrinkage=0.1


Tree=4723
num_leaves=31
num_cat=0
split_feature=0 0 3 1 5 2 5 0 3 3 1 1 5 5 1 2 4 2 1 3 1 5 5 2 5 5 1 1 5 1
split_gain=2.73928e+11 3.62433e+12 2.7243e+13 2.59853e+13 2.46308e+13 2.09027e+13 2.89339e+13 1.79287e+13 2.89865e+13 2.07699e+13 1.06653e+14 6.49106e+13 8.13287e+13 4.98622e+13 3.54606e+13 5.02047e+13 3.50741e+13 4.71341e+13 2.55708e+13 2.75864e+13 4.85386e+13 2.99513e+13 2.5399e+13 4.64816e+13 2.37449e+13 2.35176e+13 2.05608e+13 3.11414e+13 1.94994e+13 1.90035e+13
threshold=45.040161900000008 45.053747000000008 15.500000000000002 41.900971000000006 118.33500000000002 6.5000000000000009 125.85000000000001 45.047272400000004 24.500000000000004 16.500000000000004 38.984911950000004 38.959914000000005 100.05000000000001 60.310000000000009 38.996948700000011 7.5000000000000009 2.5000000000000004 10.500000000000002 38.984911950000004 19.500000000000004 38.996948700000011 73.010000000000005 99.555000000000021 12.500000000000002 71.00500000000001 51.815000000000005 38.969379750000009 38.950530550000003 37.005000000000003 39.036172050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 9 26 10 11 12 16 -12 15 -15 -4 -18 28 -20 21 -21 24 -24 25 -13 27 -9 -11 -28
right_child=1 -3 7 -5 5 6 -8 8 -10 18 13 22 -14 14 -16 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=84.620131855158732 -5342.0412101573984 1.1274755231965381 -7839.0843499187513 4665.9102832750868 -17883.387991352203 -175345.49782608697 -39821.619843749999 3379.982636579683 -27805.45438412315 -39982.316202947448 3924.2174077330515 -44334.412597986171 132023.51256009616 174624.26273437502 27834.460030224338 43425.748108258937 -21073.156384548613 -190196.57836538463 13313.787405873278 8451.1235339404757 -74898.228074218758 -30652.63497011572 -199198.51878446693 -17433.907486979166 18048.7080078125 -122511.4227313702 3052.4364701810155 -63272.167618427578 20455.975668454343 -8910.7285662007671
leaf_weight=351418 12686 3934717 494 2818 159 23 50 158 380 55 476 148 39 50 179 70 45 26 1228 743 100 266 34 24 42 52 8157 126 1815 1586
leaf_count=351418 12686 3934717 494 2818 159 23 50 158 380 55 476 148 39 50 179 70 45 26 1228 743 100 266 34 24 42 52 8157 126 1815 1586
internal_value=0 -7.49658 -1066.95 -4034.58 -5932.55 -38221.9 -82520.9 1799.22 -695.495 6210.12 -3192.9 -26529 -7644.03 24027.5 56031.4 98091.8 -17284.8 -83005.7 9962.84 2988.91 -8443.86 -1857.7 -64550.7 -123986 -50306 -64660.4 331.909 -26191 18678.4 1105.03
internal_weight=0 3.96675e+06 32029 15736 12918 232 73 16293 10407 5886 1679 904 604 775 299 120 565 71 4207 2337 1109 1009 300 58 242 200 10027 284 1870 9743
internal_count=4318164 3966746 32029 15736 12918 232 73 16293 10407 5886 1679 904 604 775 299 120 565 71 4207 2337 1109 1009 300 58 242 200 10027 284 1870 9743
is_linear=0
shrinkage=0.1


Tree=4724
num_leaves=31
num_cat=0
split_feature=0 0 6 1 0 1 1 5 5 3 0 0 4 5 1 0 5 4 1 3 1 4 0 0 0 3 5 3 1 6
split_gain=2.62179e+11 3.6039e+12 5.39754e+12 9.06483e+12 7.82422e+12 6.88228e+12 1.53764e+13 6.05024e+12 1.07316e+13 9.23322e+12 6.43813e+12 6.00053e+12 5.98226e+12 5.70114e+12 9.03963e+12 8.72318e+12 9.29455e+12 5.72762e+12 1.25309e+13 7.15507e+12 5.52546e+12 7.63875e+12 5.34227e+12 5.87393e+12 5.22049e+12 4.30932e+13 1.24259e+13 1.20837e+13 1.91654e+13 1.27845e+13
threshold=54.942865800000007 54.947737500000009 1.5000000000000002 82.957885500000017 54.943649450000002 57.550671000000001 43.048525950000005 34.920000000000009 38.010000000000012 9.5000000000000018 54.947152850000002 54.945175000000006 1.5000000000000002 57.995000000000012 82.957885500000017 54.943968150000011 72.010000000000005 1.5000000000000002 82.871296800000025 11.500000000000002 82.975438000000011 3.5000000000000004 54.943968150000011 54.946533000000009 54.959412650000012 9.5000000000000018 32.355000000000011 6.5000000000000009 39.016372550000007 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 10 11 -10 -5 -9 -6 17 22 16 -16 -7 -19 -20 -17 -22 -15 -24 25 27 -27 28 -3 -29
right_child=1 24 5 7 12 13 -8 8 9 -11 -12 -13 -14 14 15 20 -18 18 19 -21 21 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=36.275298194223495 30013.67351740057 -21006.435232118401 1748.2493786912728 -2149.1586135405364 -2077.4068618537067 -1084.9529245926412 52764.820444467914 9569.9326208119965 -21338.30002416746 277.76728610859107 9027.1549540621709 37394.312468680953 -9081.1555640157076 -20473.411619971266 12507.723216935876 -3882.1597991627382 -9089.8118059803164 -5817.8163508628732 27455.922479530989 1903.7179769826489 40764.037150998978 -23967.986823918269 55792.744062500009 -11798.790953233507 -1.2111437019318765 15358.54262622014 -1890.3845591689737 898.90720880681829 8369.8467451610013 19439.695829825567
leaf_weight=1363348 66 251 293 15628 3343 20828 74 357 198 99282 533 99 1920 435 685 10986 281 402 302 172 61 26 20 36 2782189 433 11775 473 1928 1740
leaf_count=1363348 66 251 293 15628 3343 20828 74 357 198 99282 533 99 1920 435 685 10986 281 402 302 172 61 26 20 36 2782189 433 11775 473 1928 1740
internal_value=0 -16.7374 -484.48 -170.511 -4203.36 -1586.3 12035 14.6019 304.903 234.744 -1780.56 15610.8 -4632.45 -1732.32 -3430.75 -2888.31 6225.21 -751.798 7169.37 18183.8 -3683.37 21418.8 -16730.8 12341 9.33834 1777.45 -1278.59 10272 4985.98 15476.8
internal_weight=0 2.95482e+06 156027 121426 5329 34601 367 116097 99936 99480 16161 456 5263 34234 12530 12039 966 21704 876 474 11073 87 491 56 2.79879e+06 16600 12208 4392 2179 2213
internal_count=4318164 2954816 156027 121426 5329 34601 367 116097 99936 99480 16161 456 5263 34234 12530 12039 966 21704 876 474 11073 87 491 56 2798789 16600 12208 4392 2179 2213
is_linear=0
shrinkage=0.1


Tree=4725
num_leaves=31
num_cat=0
split_feature=5 5 1 3 0 3 3 0 0 0 1 0 6 0 0 1 0 1 1 0 1 0 2 1 5 0 0 0 0 3
split_gain=2.70564e+11 3.30515e+12 4.80691e+12 1.43657e+13 1.96799e+13 1.8347e+13 3.05046e+13 3.27074e+13 2.94968e+13 2.98068e+13 1.90447e+13 1.75171e+13 1.73977e+13 1.68527e+13 3.37084e+13 3.68984e+13 4.27195e+13 4.1366e+13 3.32392e+13 2.22137e+13 2.81138e+13 1.75779e+13 1.68831e+13 1.48167e+13 1.39839e+13 1.78413e+13 1.37355e+13 1.34793e+13 1.64732e+13 3.30007e+13
threshold=47.005000000000003 49.010000000000012 38.422276900000007 5.5000000000000009 60.063729500000008 22.500000000000004 21.500000000000004 59.982527000000012 55.645049100000001 55.68356880000001 37.457850350000008 55.591389050000011 1.5000000000000002 55.68356880000001 55.820531900000013 37.642309100000013 55.784980300000008 37.726745000000001 37.503486000000002 55.751981950000008 37.475443250000005 55.645049100000001 2.5000000000000004 37.620907050000007 48.510000000000012 60.693675950000006 59.882016200000002 59.882016200000002 59.939091550000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 6 -5 26 11 10 -10 -7 -13 21 15 16 19 -17 -18 20 -15 -2 -21 -12 25 -6 -8 -16 -29 -30
right_child=1 -3 -4 5 24 8 7 -9 9 -11 23 12 -14 14 27 17 18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-25.657111773441457 917.96656561635746 -11.237798626220231 688.55898200261981 -2437.9891819012187 -53374.766873950808 -6662.4378239199114 -24228.435502450055 66798.902868009871 13099.411562500001 6207.2087010989626 116725.37583203125 -30902.449197048612 -122819.51989182693 29411.568224158658 2209.6064892926374 -128286.20947265625 47767.153566576089 20524.677009544779 204369.49978693182 -90169.743632812504 140721.48735351564 -39994.948202401625 35456.977004076085 37159.358149857952 7359.5677272135426 -11016.513917065693 -75521.00647786459 34001.915434555558 -79061.849046148258 14124.994887979024
leaf_weight=2105789 3798 2038841 142589 18207 121 366 621 38 80 2595 50 99 26 78 2664 20 23 283 33 20 32 108 23 44 300 558 57 331 43 327
leaf_count=2105789 3798 2038841 142589 18207 121 366 621 38 80 2595 50 99 26 78 2664 20 23 283 33 20 32 108 23 44 300 558 57 331 43 327
internal_value=0 24.421 443.374 -686.392 2741.89 -2040.52 -3234.19 -23480.7 4888.29 8893.8 48961.1 -17700.8 -50021.2 4422.73 9093.41 32997.9 65321.3 10702.2 140051 37969.3 61792.6 -213.266 -22974.1 79481.7 -10620.7 -18564.9 -28540.6 5456.24 17794.4 3295.17
internal_weight=0 2.21238e+06 173534 30945 8762 22183 18923 716 3260 2769 174 491 125 7783 3877 512 209 303 56 153 110 3906 43 94 979 679 678 3365 701 370
internal_count=4318164 2212375 173534 30945 8762 22183 18923 716 3260 2769 174 491 125 7783 3877 512 209 303 56 153 110 3906 43 94 979 679 678 3365 701 370
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=31
num_cat=0
split_feature=2 5 3 1 4 6 1 1 1 2 4 1 3 0 1 5 3 1 3 0 3 0 1 2 3 3 1 0 5 1
split_gain=2.72081e+11 4.27511e+12 6.67051e+12 9.35295e+12 5.52695e+12 6.63833e+12 1.63544e+13 1.37907e+13 2.22163e+13 1.07853e+13 2.43833e+13 1.92683e+13 1.01362e+13 1.66644e+13 1.06748e+13 3.45971e+13 9.73658e+12 1.36511e+13 1.1447e+13 1.32241e+13 9.0064e+12 1.20255e+13 1.32054e+13 1.01754e+13 1.48122e+13 1.41064e+13 1.27296e+13 1.27255e+13 1.23665e+13 2.31574e+13
threshold=7.5000000000000009 177.02500000000003 24.500000000000004 82.902675200000019 1.0000000180025095e-35 1.5000000000000002 103.85249100000001 47.208373000000009 47.554129950000011 10.500000000000002 3.5000000000000004 47.473138800000008 9.5000000000000018 43.514103700000014 37.559851850000008 225.45000000000002 16.500000000000004 39.714575750000009 19.500000000000004 55.002082750000007 9.5000000000000018 56.876792350000009 65.58467570000002 15.500000000000002 16.500000000000004 15.500000000000002 60.58031445000001 54.736324100000012 225.45000000000002 65.480823400000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 9 7 12 -9 10 -6 -12 14 -14 -7 -16 17 -11 19 -18 21 -10 -23 24 25 26 27 -22 29 -28
right_child=1 2 3 -5 5 6 -8 8 20 16 11 -13 13 -15 15 -17 18 -19 -20 -21 23 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-16.849174137044582 30.22379076014164 40297.825103889627 -4844.2646658597423 -71968.072690217392 -13651.473896257268 -722.89085365853668 84778.999544270846 -102405.36415625001 -66812.813254957946 -95338.199921875013 41214.195605468754 154552.24368489583 -84578.806953125008 7837.5168902839978 139745.02056451613 -9656.1676663306462 4182.1490690104174 3954.9607291666671 -3603.3365278764209 95917.194578598486 12531.936194490132 32876.217031250002 -62217.470380434781 -24162.473991141735 72667.144631865536 -59607.468347537884 94904.060377038055 -72350.460310132577 -25462.024355014539 11055.717226067905
leaf_weight=2976884 1339119 47 213 23 43 41 24 25 52 20 40 24 20 799 31 31 30 45 88 33 38 40 23 127 33 33 46 33 43 116
leaf_count=2976884 1339119 47 213 23 43 41 24 25 52 20 40 24 20 799 31 31 30 45 88 33 38 40 23 127 33 33 46 33 43 116
internal_value=0 37.3956 4481.62 -11386 6426.95 5579.28 2869.6 1585.58 -10092.3 18624.3 44587 83716 9299.04 5580.71 38865.2 65044.4 5763.18 -26596.8 19693 52233.8 -6140.5 -31219.3 -1840.53 8.88365 8984.8 2183.77 9571.85 -26920.4 22210.6 34864.5
internal_weight=0 1.34128e+06 2161 236 1925 1878 1555 1531 609 323 107 64 922 819 103 62 216 65 151 63 584 115 63 469 342 309 276 71 205 162
internal_count=4318164 1341280 2161 236 1925 1878 1555 1531 609 323 107 64 922 819 103 62 216 65 151 63 584 115 63 469 342 309 276 71 205 162
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=31
num_cat=0
split_feature=5 0 0 0 2 1 1 1 5 1 3 0 5 5 3 0 0 5 3 1 0 1 1 1 5 3 1 2 1 2
split_gain=2.69047e+11 2.62118e+12 4.95585e+12 1.1614e+13 7.70314e+12 8.71624e+12 1.6252e+13 8.87939e+12 1.03072e+13 8.24752e+12 8.22051e+12 7.20263e+12 6.06751e+12 5.88826e+12 5.77578e+12 5.65351e+12 7.82439e+12 1.75375e+13 2.78304e+13 2.59396e+13 2.80775e+13 2.43473e+13 1.49678e+13 1.1375e+13 1.20325e+13 1.03075e+13 1.0895e+13 9.85852e+12 9.34572e+12 2.24759e+13
threshold=33.57500000000001 47.155083450000006 55.034903650000011 55.07108800000001 5.5000000000000009 82.963712850000022 82.95335685000002 82.897133550000021 32.005000000000003 82.902675200000019 11.500000000000002 55.055104550000003 31.990000000000006 26.005000000000006 3.5000000000000004 55.518428350000008 55.674875350000008 30.025000000000002 22.500000000000004 37.362912300000012 55.628356700000005 37.855187800000003 37.275078000000001 37.855187800000003 32.615000000000009 8.5000000000000018 37.314272700000011 16.500000000000004 37.39371280000001 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 14 6 7 -6 9 -9 -8 -7 -11 -13 -4 -5 17 -17 19 22 -21 28 -19 24 -20 26 -24 -27 29 -22
right_child=-2 2 3 15 5 11 10 8 -10 12 -12 13 -14 -15 -16 16 -18 18 23 20 21 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=591.00750806065298 -10.113823730377112 -452.06683721843524 -4267.7943197188843 -1035.4884926871307 14122.685022126785 9505.2509738529316 22442.512005974266 -12093.851952969299 21214.292562917359 2548.3430290895813 -19150.455809827785 9727.4516493853407 -16448.302747738486 -8175.4234825916101 4846.6234864328453 -17.508747769099312 57.615149022172375 -2446.9804107681443 43108.749177486796 2115.6946498810717 7024.1723615679839 3356.3852268032006 -34952.246801757814 104080.65312500001 8445.4125733713627 -48742.750381941645 39374.340815548785 -2652.3901927510251 21240.688521963595 96224.38704223634
leaf_weight=81073 3709212 176477 744 40845 396 1311 51 784 179 1461 696 272 190 566 10615 17269 266834 742 213 5265 57 1020 38 20 189 194 41 61 1293 56
leaf_count=81073 3709212 176477 744 40845 396 1311 51 784 179 1461 696 272 190 566 10615 17269 266834 742 213 5265 57 1020 38 20 189 194 41 61 1293 56
internal_value=0 61.6047 -19.7023 197.435 2726.54 -202.823 -3108.29 168.21 -1945.78 -3648.31 -16310.8 4876.67 362.175 -2364.47 4249.64 66.7546 220.257 1860.53 5389.96 4182.55 6217.11 15118.2 -10360 30473.8 26811.8 -27939.3 3622.31 -37717.2 23650.9 51229.6
internal_weight=0 608952 527879 351402 17265 5906 3757 3010 2614 2435 747 2149 1651 838 11359 334137 293292 26458 9189 8767 7691 2426 1076 422 402 334 79 255 1406 113
internal_count=4318164 608952 527879 351402 17265 5906 3757 3010 2614 2435 747 2149 1651 838 11359 334137 293292 26458 9189 8767 7691 2426 1076 422 402 334 79 255 1406 113
is_linear=0
shrinkage=0.1


Tree=4728
num_leaves=31
num_cat=0
split_feature=4 1 2 5 6 1 0 1 5 0 0 5 0 0 2 5 1 5 0 5 3 3 1 0 2 5 5 5 1 5
split_gain=2.81244e+11 3.33934e+12 5.64106e+12 6.24175e+12 1.09599e+13 1.0647e+13 1.67002e+13 1.14145e+13 1.35183e+13 7.3832e+12 1.59793e+13 2.05092e+13 1.67427e+13 1.78864e+13 4.78833e+13 1.91661e+13 9.78817e+12 1.24879e+13 1.1115e+13 7.57082e+12 8.35477e+12 1.12212e+13 1.15531e+13 6.82927e+12 6.80271e+12 9.57257e+12 7.4679e+12 1.37584e+13 6.45009e+12 5.9789e+12
threshold=-1.0000000180025095e-35 39.110397700000007 2.5000000000000004 20.010000000000002 1.5000000000000002 37.362912300000012 55.591389050000011 38.096381250000007 71.00500000000001 55.86787755000001 55.769960200000007 23.035000000000004 55.755036050000008 55.762622900000004 1.5000000000000002 24.010000000000002 37.712318250000003 30.405000000000005 55.801980100000009 28.810000000000006 13.500000000000002 3.5000000000000004 37.66934650000001 55.834684950000003 1.5000000000000002 34.920000000000009 31.990000000000006 32.005000000000003 37.475443250000005 44.410000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 24 8 9 10 12 -12 28 14 15 -14 17 23 -18 -11 21 -21 -23 -13 25 -7 -26 -28 -8 -30
right_child=-2 -3 -4 4 5 6 7 -9 -10 19 11 16 13 -15 -16 -17 18 -19 -20 20 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-208.89829586408001 -6.2492088494347939 350.22078138803136 186.90334010024864 2090.4292097254706 329.6173160651083 -2507.9984655390722 -33657.576257763321 16881.730761899595 -84588.524143629824 -8449.5662093515475 -8853.5166635874157 -49327.076899227293 47079.599596354172 -14325.23148812072 156725.8112338362 -77481.176450892861 33156.952734375001 -92942.447857862921 -43056.405812500001 -17532.108677455359 -13194.240170814252 105044.39514917834 19693.78066964286 1428.9601814516129 55.862957118054943 -23595.346826077614 85096.804132952006 10889.398791503907 -10512.288103956647 -55540.814062500001
leaf_weight=14214 4073891 169320 48623 2878 2683 1275 139 135 26 635 296 183 30 73 29 21 31 62 50 28 58 29 35 31 1112 259 28 232 1728 30
leaf_count=14214 4073891 169320 48623 2878 2683 1275 139 135 26 635 296 183 30 73 29 21 31 62 50 28 58 29 35 31 1112 259 28 232 1728 30
internal_value=0 104.222 -451.493 -1630.41 -3298.06 -4976.79 -7148.73 -11653.1 -12749.4 -12213.9 -14693.3 -28316.4 -10353.8 21467.9 54129.1 -4210.13 -44453.6 -53423.9 -13888.3 -3676.52 16529.4 35268.2 58368.3 -41974.6 -1492.68 -6068.38 3623.3 18881 -12920.3 -11280.7
internal_weight=0 244273 74953 26330 12116 9238 6555 3649 3514 3488 2703 653 2050 153 80 51 357 276 81 785 150 92 64 214 2906 1534 1372 260 1897 1758
internal_count=4318164 244273 74953 26330 12116 9238 6555 3649 3514 3488 2703 653 2050 153 80 51 357 276 81 785 150 92 64 214 2906 1534 1372 260 1897 1758
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=31
num_cat=0
split_feature=5 0 3 2 5 2 0 1 5 3 5 5 4 5 2 5 3 4 2 1 3 2 5 3 5 5 3 1 0 5
split_gain=2.78336e+11 2.19596e+12 8.00812e+12 1.59733e+13 1.92382e+13 2.29021e+13 1.9501e+13 3.84043e+13 4.60923e+13 2.25272e+13 4.00553e+13 6.90838e+13 2.69762e+13 2.09377e+13 2.03604e+13 3.58659e+13 1.88295e+13 2.70416e+13 2.22173e+13 3.59611e+13 1.86594e+13 1.78868e+13 2.79853e+13 2.85555e+13 1.70384e+13 1.55296e+13 1.82431e+13 1.91454e+13 4.74238e+13 2.42468e+13
threshold=55.405000000000008 44.893607100000004 11.500000000000002 7.5000000000000009 81.910000000000011 3.5000000000000004 44.039893800000009 39.863684800000009 74.010000000000005 13.500000000000002 63.855000000000011 56.205000000000005 2.5000000000000004 67.990000000000023 5.5000000000000009 79.010000000000005 14.500000000000002 1.5000000000000002 6.5000000000000009 44.083877800000003 17.500000000000004 6.5000000000000009 60.310000000000009 16.500000000000004 59.245000000000012 60.905000000000008 16.500000000000004 37.792847950000002 43.592450450000008 69.610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 25 7 8 9 12 11 -11 24 -14 15 -10 -9 -18 20 -20 -19 22 23 -13 -7 -4 -27 -28 29 -29
right_child=1 -3 3 -5 -6 6 -8 16 14 10 -12 21 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-19.833541889693961 54.731654357255799 59.914062112905562 -14406.80281814049 343.75415121870577 1571.1023045163649 -5159.4239069353071 -5696.4441498990391 -13209.68107068188 -161199.33362165181 -120721.92299107143 -35282.916606765495 55290.355737304693 95975.290726902182 -38956.931084674339 -45828.579294282361 -42029.000679347831 131293.45745605469 5227.24589399858 -109843.03806818182 60091.739492187502 86906.16573932927 101236.48528922873 80802.390467379388 -73710.737204391902 -66313.152804068013 -353.72853913466264 6463.0993240268253 68936.109529433146 158225.97642463236 -40697.579276315795
leaf_weight=2681621 67615 1549739 580 10576 2682 57 1773 809 56 28 244 32 23 23 113 46 20 88 33 20 41 47 57 37 227 1289 173 43 34 38
leaf_count=2681621 67615 1549739 580 10576 2682 57 1773 809 56 28 244 32 23 23 113 46 20 88 33 20 41 47 57 37 227 1289 173 43 34 38
internal_value=0 32.499 -456.95 -2259.93 -5457.02 -8635.14 -13333 -20099.4 -34099.3 -22734.4 -8052.58 25003.1 -42532.6 28509.2 -75065.7 -107456 -6390.3 20921 8792.12 -45716.7 31187.2 48588.7 28950.2 -13884.1 -54039.3 -415.558 4730.24 27484.5 59108.1 17503
internal_weight=0 1.63654e+06 86804 19189 8613 5931 3774 2001 990 775 445 201 330 46 215 102 1011 202 182 53 129 173 126 69 284 2157 1577 288 115 81
internal_count=4318164 1636543 86804 19189 8613 5931 3774 2001 990 775 445 201 330 46 215 102 1011 202 182 53 129 173 126 69 284 2157 1577 288 115 81
is_linear=0
shrinkage=0.1


Tree=4730
num_leaves=31
num_cat=0
split_feature=0 1 5 3 1 1 5 5 2 1 0 2 4 5 1 5 1 2 4 3 2 5 1 3 2 3 5 3 5 5
split_gain=2.63714e+11 4.32777e+12 3.30241e+12 1.01038e+13 9.09025e+12 1.34378e+13 1.14642e+13 1.04411e+13 1.24361e+13 8.3995e+12 8.01588e+12 8.25328e+12 7.6516e+12 6.76414e+12 3.95907e+13 1.75587e+13 8.857e+12 6.42065e+12 6.18447e+12 5.42246e+12 5.38414e+12 5.13919e+12 1.72648e+13 1.61493e+13 1.15138e+13 1.47078e+13 3.12445e+13 1.68273e+13 1.21294e+13 1.20287e+13
threshold=44.039893800000009 39.188277450000008 24.010000000000002 18.500000000000004 39.863684800000009 39.899261850000009 20.010000000000002 21.015000000000004 7.5000000000000009 39.726951800000002 43.592450450000008 3.5000000000000004 1.0000000180025095e-35 20.010000000000002 39.739656000000004 19.650000000000002 39.739656000000004 8.5000000000000018 3.5000000000000004 2.5000000000000004 9.5000000000000018 34.920000000000009 39.767857750000005 23.500000000000004 2.5000000000000004 10.500000000000002 25.005000000000006 12.500000000000002 34.010000000000012 27.010000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 10 -10 11 12 -3 15 -15 -14 -17 19 20 -9 -7 22 23 24 29 -26 27 -27 -28 -4
right_child=-2 2 21 -5 5 18 -8 17 9 -11 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-27159.700959725116 -4.0856054968702251 -1100.4783543690914 -11911.53132013773 -57786.510807291663 1458.0443130493165 595.08871989944339 58400.44371044304 38652.770273437505 92676.364525305704 10439.612268518518 -9328.3784625509506 -18835.37291124132 32239.398757316245 152843.5030740489 -27269.007256610577 -78365.478281250005 8632.8661887428971 -59861.1181640625 49067.814272836542 -14001.752991005418 -51668.237763671874 -11.919522744340082 -1136.1561091353631 84191.774459134613 12106.348329779465 12630.120211226853 -5200.9909682169764 119825.51008300782 57145.57958984375 3779.0731298705887
leaf_weight=58 4203278 238 637 33 64 1367 79 20 23 27 759 108 153 23 26 25 22 30 26 885 20 95232 8423 26 3139 27 1255 32 32 2097
leaf_count=58 4203278 238 637 33 64 1367 79 20 23 27 759 108 153 23 26 25 22 30 26 885 20 95232 8423 26 3139 27 1255 32 32 2097
internal_value=0 149.478 163.272 -2686.25 -2219.42 3703.62 32915.7 -6159.67 -707.355 48268.5 -2515.92 6174.26 11720.5 23975.2 57273.6 15817.1 -37642.8 -14346.9 747.264 -12838.1 -158.528 264.2 1942.49 5521.7 5238.36 8356.45 -388.674 70770 -3650.8 123.289
internal_weight=0 114886 114828 3928 3895 1556 143 2339 1404 50 1354 595 487 249 49 200 47 935 1413 905 1387 110900 15668 7245 7219 4485 1346 59 1287 2734
internal_count=4318164 114886 114828 3928 3895 1556 143 2339 1404 50 1354 595 487 249 49 200 47 935 1413 905 1387 110900 15668 7245 7219 4485 1346 59 1287 2734
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=31
num_cat=0
split_feature=1 1 0 5 2 5 5 5 5 2 1 1 5 6 2 1 4 5 6 0 0 4 0 4 5 2 5 3 3 5
split_gain=2.54594e+11 1.3984e+12 2.90711e+12 2.78947e+12 2.15488e+12 9.14746e+12 1.15695e+13 9.34299e+12 2.03597e+13 1.87969e+13 1.07918e+13 1.03641e+13 8.31692e+12 8.15013e+12 7.48416e+12 1.77532e+13 9.45824e+12 7.24132e+12 6.61359e+12 5.77983e+12 6.44243e+12 5.63756e+12 5.07763e+12 1.26119e+13 1.18001e+13 7.25775e+12 8.25465e+12 6.79984e+12 9.71022e+12 6.70151e+12
threshold=83.000022850000008 83.002084650000015 54.943649450000002 87.395000000000024 7.5000000000000009 59.005000000000003 57.405000000000008 58.005000000000003 58.040000000000006 9.5000000000000018 83.761389800000003 83.691301500000009 58.755000000000003 1.5000000000000002 8.5000000000000018 83.003542850000017 1.5000000000000002 58.995000000000012 1.5000000000000002 55.030402950000003 55.017213950000006 1.5000000000000002 51.83362145000001 2.5000000000000004 89.00500000000001 8.5000000000000018 64.805000000000021 18.500000000000004 11.500000000000002 81.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 -6 10 13 14 11 19 -11 -9 16 -16 -10 -18 -12 20 -8 -17 23 25 29 26 -7 28 -27 -25
right_child=1 4 3 -5 5 22 7 8 9 12 18 -13 -14 -15 15 21 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=9.1334540067824328 -11257.197059461807 -124.17996223953911 -463.92900718575265 -18593.509880514706 670.70249049343101 17929.894673295457 4432.3063823722005 -3562.3353301711309 21763.538556166099 -13715.139354648876 13434.018313558301 83105.911656250013 2065.7641662459878 -31197.161463133642 53586.954251868214 -12947.940482088416 5743.8679174804693 -13329.388806670788 -9905.6825360879138 -3348.3694313049318 26720.553111567555 14328.345560456852 -1019.4708609100574 -7107.6992266235357 29460.477266589507 -6772.2738888888889 101917.8132109375 -17219.930201981708 51985.910165364585 -51487.770712652447
leaf_weight=3782924 252 371582 54891 85 65148 22 173 210 284 536 227 25 886 217 115 82 860 259 261 112 518 998 36989 200 81 45 25 41 75 41
leaf_count=3782924 252 371582 54891 85 65148 22 173 210 284 536 227 25 886 217 115 82 860 259 261 112 518 998 36989 200 81 45 25 41 75 41
internal_value=0 -64.5527 -541.08 -491.96 -9.72556 382.502 1050.61 5345.24 3154.89 5360.12 12746.8 19698.9 -3882.59 -17606.3 10419.1 16234.7 5465.62 1329.24 951.105 17724.8 21140.4 12257.4 -880.217 8838.37 -3559.75 28031.6 62604.3 17939 29951.6 -14657.8
internal_weight=0 535240 55228 54976 480012 108430 70911 5763 4447 4020 1316 828 1422 427 2598 1195 1403 1119 488 803 691 1080 37519 530 322 208 47 161 120 241
internal_count=4318164 535240 55228 54976 480012 108430 70911 5763 4447 4020 1316 828 1422 427 2598 1195 1403 1119 488 803 691 1080 37519 530 322 208 47 161 120 241
is_linear=0
shrinkage=0.1


Tree=4732
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 5 1 3 5 1 1 5 5 2 2 5 5 3 3 1 3 5 5 5 5 2 2 5 3
split_gain=2.52009e+11 9.1804e+12 8.31482e+13 4.30667e+13 5.86275e+13 4.95443e+13 2.75086e+13 2.9887e+13 5.92426e+13 3.97898e+13 6.76015e+13 5.24624e+13 4.62057e+13 8.43193e+13 7.56601e+13 4.20298e+13 4.04576e+13 9.20476e+13 3.8084e+13 3.33879e+13 2.55637e+13 2.48747e+13 2.39749e+13 4.66221e+13 3.47193e+13 2.2363e+13 2.86578e+13 2.80374e+13 3.19129e+13 2.4714e+13
threshold=55.025681450000008 55.017766000000002 55.957851400000003 83.006817700000013 82.911991800000024 82.837870700000011 46.010000000000012 82.95335685000002 21.500000000000004 73.405000000000015 82.933113850000026 82.945329900000004 107.05000000000001 120.05000000000001 3.5000000000000004 3.5000000000000004 83.010000000000005 89.00500000000001 11.500000000000002 16.500000000000004 52.395917250000004 23.500000000000004 61.020000000000003 60.005000000000003 64.020000000000024 97.050000000000011 16.500000000000004 13.500000000000002 104.75000000000001 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 5 -4 21 9 -9 10 -8 12 25 14 -14 -15 -13 -18 -19 -16 -3 -6 23 -12 -24 29 27 28 -27 -11
right_child=-2 2 3 -5 6 -7 7 8 -10 11 22 16 13 15 19 -17 17 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.7898595286445449 -20.772967126705765 -21557.737607479852 9781.1423594414664 -1231.784655311372 7334.6942109564588 -11786.975961859644 63362.100905735468 13762.150648210498 -23171.446453694225 -48103.426082153324 16733.45901391641 -1305.9283044763515 236817.67230603448 -100047.40239746094 -1584.8297019675927 16091.733359868476 228788.17106770832 -53213.259553571435 58787.68552640557 103738.0754437615 -66904.488393158783 -10868.431285799994 59605.216725401959 -58164.140007400514 10013.824421200869 -23763.899671279945 93868.360119047633 -78250.092187500006 68798.209918064022 10167.501563452966
leaf_weight=1801253 2482558 379 1697 17158 4739 2860 465 1923 561 80 619 148 29 40 54 141 30 35 229 68 185 892 276 96 289 407 21 84 41 807
leaf_count=1801253 2482558 379 1697 17158 4739 2860 465 1923 561 80 619 148 29 40 54 141 30 35 229 68 185 892 276 96 289 407 21 84 41 807
internal_value=0 28.0943 1647.46 2283.08 5909.33 -3755.14 9556.91 14019.2 5420.87 19414.1 30706.4 10513.8 2825.79 36455.9 91631.3 -9574.37 41335.5 62801.2 43939.1 57119.7 -36432.1 4451.16 18843.2 6677.28 34239 -4927.81 -20710.6 -25233.4 -15292.8 4911.95
internal_weight=0 1.83561e+06 34353 33789 16631 4557 12074 6443 2484 3959 1745 2214 1772 332 151 181 442 294 264 122 564 5631 1280 715 565 1440 553 532 448 887
internal_count=4318164 1835606 34353 33789 16631 4557 12074 6443 2484 3959 1745 2214 1772 332 151 181 442 294 264 122 564 5631 1280 715 565 1440 553 532 448 887
is_linear=0
shrinkage=0.1


Tree=4733
num_leaves=31
num_cat=0
split_feature=5 5 1 1 4 2 1 0 1 3 2 0 2 2 3 0 0 1 1 0 1 0 3 3 1 1 0 6 3 3
split_gain=2.94411e+11 2.55386e+12 1.42411e+13 3.65993e+13 1.49116e+13 4.71264e+13 1.58323e+13 1.4025e+13 1.30854e+13 1.18725e+13 2.55288e+13 2.45732e+13 2.07986e+13 2.67528e+13 1.95548e+13 3.33938e+13 1.21941e+13 1.17117e+13 2.0885e+13 3.93464e+13 2.03204e+13 3.96454e+13 4.20792e+13 2.21789e+13 2.39179e+13 3.41562e+13 2.42774e+13 1.5518e+13 1.40588e+13 1.39808e+13
threshold=107.05000000000001 109.05000000000001 39.753614400000011 39.704585000000002 2.5000000000000004 3.5000000000000004 39.863684800000009 60.035045000000004 44.083877800000003 24.500000000000004 8.5000000000000018 55.834684950000003 15.500000000000002 20.500000000000004 23.500000000000004 55.885524800000006 45.112033650000008 20.507360500000004 30.160599000000001 59.820733200000006 30.259484550000003 59.950068600000009 11.500000000000002 20.500000000000004 30.502469200000004 37.457850350000008 45.047272400000004 1.5000000000000002 6.5000000000000009 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -6 9 -7 14 11 -11 -12 -14 17 16 -16 -2 19 28 21 -20 -23 -22 -25 -26 -27 -21 -19 -28
right_child=1 -3 4 -5 6 8 -8 -9 -10 10 12 -13 13 -15 15 -17 -18 18 20 27 23 22 -24 24 25 26 29 -29 -30 -31
leaf_value=3.7144067814932606 -51549.698793859658 -35.435383633924502 -124042.13857935857 -71320.335047238375 64117.518563565347 69179.015010579431 3639.0619780143406 27779.718747637351 -12522.715286853827 11003.19375 -65414.858513621803 158832.94247159094 70720.988113806394 -27976.46240405702 -40666.521510416671 -123799.86670673078 60139.034902343752 -105187.10807291669 34967.690595407199 38804.350075954862 -2913.6145071492765 -220093.43583984376 -43859.402641369052 31570.201413690476 -145905.50432128907 -86828.615770545381 -26006.137729779413 120841.20393145162 -3700.5497145432696 59047.356817853011
leaf_weight=4232515 57 79779 38 86 44 24 2666 124 107 23 39 22 53 57 30 39 20 21 33 90 1944 20 42 42 32 52 68 31 39 27
leaf_count=4232515 57 79779 38 86 44 24 2666 124 107 23 39 22 53 57 30 39 20 21 33 90 1944 20 42 42 32 52 68 31 39 27
internal_value=0 -183.555 -2196.64 -7029.08 2823.78 -25995.5 4621 -5125.79 2445.54 -6592.99 17266.9 83275.5 -2668.63 19577.8 -8382.25 -54442.8 -344.299 -6741.18 -5694.85 26990.2 -8312.54 -53579.3 -100709 -6326.25 -36345 -52280.5 -31899.5 59822.1 -39220.8 -1833.04
internal_weight=0 85649 5870 2991 2879 169 2710 2905 131 2781 194 45 149 110 2587 89 50 2498 2441 181 2260 95 62 2165 221 179 147 121 60 95
internal_count=4318164 85649 5870 2991 2879 169 2710 2905 131 2781 194 45 149 110 2587 89 50 2498 2441 181 2260 95 62 2165 221 179 147 121 60 95
is_linear=0
shrinkage=0.1


Tree=4734
num_leaves=31
num_cat=0
split_feature=0 3 2 5 1 5 6 1 2 0 1 5 1 5 1 6 1 5 3 0 5 2 5 1 2 5 1 1 2 1
split_gain=2.63844e+11 3.58574e+12 4.02162e+12 2.05099e+13 1.19468e+13 9.70381e+12 1.03994e+13 8.55299e+12 8.85656e+12 1.95674e+13 1.15761e+13 8.1103e+12 7.44283e+12 6.90535e+12 1.34784e+13 5.69925e+12 4.88779e+12 5.8469e+12 4.853e+12 1.07919e+13 4.82626e+12 3.47638e+13 1.53032e+13 1.88848e+13 1.5861e+13 1.25686e+13 1.14528e+13 2.77497e+13 2.17908e+13 9.42472e+12
threshold=54.942865800000007 24.500000000000004 4.5000000000000009 97.050000000000011 50.158868250000005 72.010000000000005 1.5000000000000002 49.964253350000007 2.5000000000000004 47.155083450000006 39.036172050000012 71.715000000000018 39.694727950000008 75.750000000000014 39.188277450000008 1.5000000000000002 84.920232800000022 74.010000000000005 28.500000000000004 43.592450450000008 110.05000000000001 13.500000000000002 107.05000000000001 39.041623000000008 15.500000000000002 116.06000000000002 38.996948700000011 39.666208800000007 6.5000000000000009 49.964253350000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 12 11 -7 8 9 -8 -10 18 15 -12 -15 -5 20 -18 19 -3 22 26 -4 24 -24 29 28 -28 -22 -23
right_child=-2 2 16 4 -6 6 7 -9 10 -11 13 -13 -14 14 -16 -17 17 -19 -20 -21 21 25 23 -25 -26 -27 27 -29 -30 -31
leaf_value=62.811775301148842 -16.790441568970472 76311.370156249715 -1363.2825290115629 82439.79673583986 -25159.146269531251 -469.89373250371136 -91599.549059165409 -61325.345301444577 48985.822867838549 -677.96232561383931 -58280.687042025864 59602.192562500008 99928.303629032263 -34093.910599662158 67798.404687500006 16489.597247635691 6920.2239127022885 68793.677976190476 -19275.789049804687 2647.2562906263106 55297.936783854166 -10820.900380067569 23891.568710937499 -12745.652580492424 146936.47693536931 9354.7361668513386 -151655.64586693549 -30764.317139668368 -60622.878718750006 -96024.061953124998
leaf_weight=1328097 2954816 20 29957 20 20 446 41 53 36 56 29 25 31 37 20 38 56 21 100 3543 24 37 20 33 22 416 31 49 50 20
leaf_count=1328097 2954816 20 29957 20 20 446 41 53 36 56 29 25 31 37 20 38 56 21 100 3543 24 37 20 33 22 416 31 49 50 20
internal_value=0 36.3903 -959.05 1827.78 44678.9 767.683 -9868.41 -25279.2 -16555.7 -39108.7 1375.76 2838.38 60372.8 -18554 1657.78 39231 -1368.42 23794.8 2450.96 3060.75 -1431.62 -10114.9 -1250.33 43864.4 88343.7 3320.75 -51381.6 -77609.7 -23026.9 -40716.7
internal_weight=0 1.36335e+06 35251 4515 109 4406 718 272 219 97 122 3688 89 86 57 58 30736 77 3663 3563 30659 627 30032 75 42 473 154 80 74 57
internal_count=4318164 1363348 35251 4515 109 4406 718 272 219 97 122 3688 89 86 57 58 30736 77 3663 3563 30659 627 30032 75 42 473 154 80 74 57
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 0 0 0 2 4 5 5 0 6 3 0 5 3 3 2 5 4 2 0 5 4 3 4 5 2
split_gain=2.49561e+11 1.03749e+13 4.93616e+13 1.54526e+14 8.57194e+13 8.02433e+13 1.3558e+14 6.09369e+13 7.97114e+13 9.91446e+13 2.00445e+14 5.93202e+13 4.75547e+13 6.10789e+13 5.21747e+13 5.30752e+13 1.02087e+14 8.43776e+13 8.27919e+13 6.6906e+13 6.42569e+13 5.55378e+13 4.87235e+13 6.07729e+13 9.34936e+13 8.01804e+13 4.79821e+13 4.70319e+13 8.2494e+13 4.68409e+13
threshold=37.559851850000008 37.582182450000005 55.784980300000008 1.5000000000000002 14.500000000000002 55.806974650000008 55.885524800000006 55.885524800000006 1.5000000000000002 2.5000000000000004 56.205000000000005 90.015000000000015 55.695992150000002 1.5000000000000002 18.500000000000004 55.751981950000008 66.50500000000001 7.5000000000000009 8.5000000000000018 6.5000000000000009 32.615000000000009 2.5000000000000004 7.5000000000000009 55.769960200000007 36.715000000000011 1.5000000000000002 11.500000000000002 2.5000000000000004 66.040000000000006 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 29 -7 8 9 -5 -11 27 -2 -14 15 16 18 20 21 -18 -17 -15 23 24 -19 -26 -24 28 -10 -4
right_child=1 -3 3 7 -6 6 -8 -9 11 10 -12 -13 13 14 -16 17 19 22 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=49.634385557727818 -1614.1836350244755 0.10939176908196586 65192.94693526256 -11404.434123086736 8742.7478320959235 -229510.15281250002 126491.91052989132 5555.1582288969712 -27881.200215395285 304156.79067382816 15533.215544458764 66914.498708318904 -44292.18362236266 4512.9710598415795 119413.91661658656 -16981.129554253657 -4865.7908108618958 23850.546207415475 88511.128853911883 -191108.28935546876 64236.556653731495 118539.44107940051 104160.53099431819 -6117.608395049072 -255590.9888839286 -79500.877746212122 -22748.434206730773 -53190.118471860769 92813.683351293104 180293.38750381471
leaf_weight=820518 7713 3481433 79 490 1510 20 23 863 2397 32 97 62 157 333 52 148 62 61 313 28 285 49 55 281 35 99 65 782 58 64
leaf_count=820518 7713 3481433 79 490 1510 20 23 863 2397 32 97 62 157 333 52 148 62 61 313 28 285 49 55 281 35 99 65 782 58 64
internal_value=0 -11.6438 -2535.42 -9300.4 16633.1 80688.9 -39090.4 -18500 -23798.5 9130.16 87129.8 -29977 1965.07 15611.5 20651.7 17820.6 37404.5 2880.42 50381.6 -62807.9 36476.2 19139.4 -21527.3 -35883.3 -78776.3 -125495 35418.2 -31832.8 -25029.8 116706
internal_weight=0 3.49765e+06 16213 6477 1696 186 43 4781 3918 619 129 3299 9736 2023 1866 1814 785 1029 695 90 433 382 596 476 195 134 120 3237 2455 143
internal_count=4318164 3497646 16213 6477 1696 186 43 4781 3918 619 129 3299 9736 2023 1866 1814 785 1029 695 90 433 382 596 476 195 134 120 3237 2455 143
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 1 1 1 1 5 4 2 6 5 3 1 4 5 5 1 4 5 5 3 4 2 5 2 2 6
split_gain=2.57966e+11 7.22794e+12 7.38123e+13 8.80612e+13 1.17364e+14 1.18936e+14 1.0404e+14 8.8053e+13 5.70177e+13 6.54406e+13 4.14208e+13 3.79029e+13 3.50568e+13 5.6172e+13 3.20642e+13 3.00034e+13 2.75249e+13 4.37191e+13 3.48461e+13 3.11158e+13 2.6062e+13 5.33015e+13 3.89492e+13 2.70783e+13 2.50121e+13 3.62684e+13 2.44615e+13 2.44383e+13 2.56539e+13 2.44277e+13
threshold=55.795550600000006 55.793358600000012 9.5000000000000018 37.692869000000009 19.500000000000004 37.597123000000003 37.542000650000013 37.503486000000002 49.148175700000003 75.015000000000015 1.5000000000000002 1.5000000000000002 1.5000000000000002 110.05000000000001 10.500000000000002 49.177301950000007 2.5000000000000004 84.030000000000015 62.015000000000008 37.503486000000002 2.5000000000000004 69.015000000000015 65.045000000000016 18.500000000000004 1.5000000000000002 6.5000000000000009 85.91500000000002 12.500000000000002 9.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 5 6 7 -4 9 11 -9 -5 -11 14 -14 -10 17 18 19 -3 21 -13 -22 -23 25 -6 27 28 -16 -17
right_child=-2 2 3 8 24 -7 -8 10 15 12 -12 20 13 -15 26 29 -18 -19 -20 -21 22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.5782128627838468 33.400915312496416 -74770.318568982577 -29830.386691810345 33403.108265805458 -1215.7261548913045 135038.67248948317 -131444.37311197919 49167.110837053573 26800.184152093992 31577.390295492747 217698.53450000004 -6952.4075523782003 -138120.32958984375 105579.18800998265 23487.914070312501 -2561.7290684503478 -29514.464331949515 -149990.16926491479 29463.568889258688 -9828.2764597994028 43309.749116271225 6582.9667299107141 -29103.824695656207 90796.565055338549 202345.26408305921 152580.59719556727 -50672.790375644719 87632.689244887413 -108219.80074404762 21556.181078310183
leaf_weight=2795771 1505916 76 116 230 23 65 60 35 956 739 25 7055 24 36 50 1315 914 22 223 2524 81 70 895 84 38 46 103 34 21 617
leaf_count=2795771 1505916 76 116 230 23 65 60 35 956 739 25 7055 24 36 50 1315 914 22 223 2524 81 70 895 84 38 46 103 34 21 617
internal_value=0 -17.8857 -2106.18 1532.57 47239.5 15261.9 -17727.4 21039.7 17.6669 -3750.26 119389 -6633.23 20341.3 -10642 -28676.3 12310.4 -14417.3 -9567.14 -8472.81 -11726.6 -7758.26 -5682 -23094.1 52517.7 137195 101315 -16048.1 17917.1 -15467.9 5140.52
internal_weight=0 2.81225e+06 16477 12718 408 301 236 176 12310 9422 60 8415 1007 268 232 2888 3759 2845 2823 2600 8185 7209 976 154 107 69 208 105 71 1932
internal_count=4318164 2812248 16477 12718 408 301 236 176 12310 9422 60 8415 1007 268 232 2888 3759 2845 2823 2600 8185 7209 976 154 107 69 208 105 71 1932
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=31
num_cat=0
split_feature=5 0 3 5 3 2 5 0 3 1 5 3 3 2 2 2 0 4 1 2 2 5 5 1 1 2 3 4 5 0
split_gain=2.79546e+11 2.23424e+12 4.05771e+12 1.99894e+13 1.55456e+13 7.65988e+12 1.26377e+13 6.61671e+12 5.74603e+12 1.57612e+13 1.01926e+13 4.42548e+12 6.02474e+12 4.53334e+12 7.23503e+12 3.88476e+12 6.27916e+12 4.39054e+12 3.84577e+12 4.38583e+12 3.84226e+12 5.58547e+12 1.68763e+13 9.60656e+12 6.82669e+12 5.51188e+12 1.03682e+13 7.95845e+12 1.28829e+13 2.23129e+13
threshold=107.05000000000001 43.056445700000005 15.500000000000002 142.05000000000004 14.500000000000002 10.500000000000002 120.05000000000001 42.966471700000007 13.500000000000002 47.554129950000011 123.15000000000002 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 11.500000000000002 42.966471700000007 1.5000000000000002 47.282206100000003 1.5000000000000002 8.5000000000000018 116.06000000000002 110.05000000000001 47.282206100000003 47.473138800000008 5.5000000000000009 10.500000000000002 3.5000000000000004 128.92000000000004 42.966471700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 6 7 -4 11 10 -10 18 13 -13 -15 17 -17 -14 -2 -20 25 22 -22 -23 -25 -19 -27 28 -28 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 12 15 14 -16 16 -18 20 19 -21 21 23 -24 24 -26 26 27 -29 29 -31
leaf_value=3.6194201952958185 16615.33992866848 -274.20148138583801 25605.853050595237 50416.067147435904 72783.125292968747 1730.4768087635869 -96153.548028923484 -47581.452441406254 -676.37585866044219 41696.15284090909 -66548.827159090913 -8370.4072265625 -24113.085240436423 90006.452853260867 16476.804785156251 67662.247566731778 -7213.6138392857147 2090.8451531309211 -10783.013378906251 -64855.985498046881 -22469.798802083333 36579.41408482143 70878.645266544117 -70084.98938802084 -13917.738003262608 22673.02103132417 3877.4380730597532 38581.913936491932 9182.870738636364 -133240.52357954546
leaf_weight=4232515 23 82765 21 39 32 46 34 30 41 33 55 20 58 23 32 24 21 1369 40 24 45 35 34 24 220 395 91 31 22 22
leaf_count=4232515 23 82765 21 39 32 46 34 30 41 33 55 20 58 23 32 24 21 1369 40 24 45 35 34 24 220 395 91 31 22 22
internal_value=0 -178.861 2557.23 -12430.1 3496 -31140 -48928.7 -17445.5 2669.31 -17922 -38415.8 3709.77 4491.79 32400 47225.6 3616.37 32720.2 3058.12 -18456.5 -31060.4 3746.9 -5767.96 17705.5 -12414.6 -19442.4 5511.83 13860 -7110.74 -17603.1 -62028.8
internal_weight=0 85649 2884 170 2714 131 85 51 2682 129 96 2553 2466 75 55 2391 45 2346 87 64 2288 358 79 279 244 1930 561 166 135 44
internal_count=4318164 85649 2884 170 2714 131 85 51 2682 129 96 2553 2466 75 55 2391 45 2346 87 64 2288 358 79 279 244 1930 561 166 135 44
is_linear=0
shrinkage=0.1


Tree=4738
num_leaves=31
num_cat=0
split_feature=5 2 1 5 3 3 1 1 1 5 1 1 0 5 3 0 1 5 0 3 0 0 1 5 0 3 0 0 5 1
split_gain=2.47412e+11 2.5005e+12 5.71731e+12 5.82955e+12 5.33865e+12 1.11198e+13 7.1682e+12 8.74293e+12 6.08193e+12 7.59776e+12 5.14034e+12 8.86583e+12 8.32719e+12 8.27534e+12 8.13355e+12 1.01736e+13 8.35624e+12 7.94626e+12 1.61439e+13 1.35845e+13 1.4731e+13 1.70481e+13 1.71224e+13 1.75763e+13 1.24003e+13 1.5776e+13 1.0731e+13 9.64791e+12 8.58318e+12 7.62972e+12
threshold=39.005000000000003 2.5000000000000004 30.502469200000004 27.010000000000002 19.500000000000004 17.500000000000004 30.410108300000001 30.243224600000001 30.434657650000002 36.005000000000003 37.971176850000006 37.914142000000005 55.657530000000008 18.050000000000004 13.500000000000002 43.642715500000008 37.998366300000008 36.715000000000011 55.551692500000009 16.500000000000004 55.745923000000012 55.812836050000008 37.642309100000013 37.995000000000012 55.719391050000006 20.500000000000004 55.784980300000008 55.834684950000003 37.75500000000001 37.869926150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 -8 11 17 -13 -14 16 -16 -12 -4 -19 29 24 22 26 -24 -21 -26 28 -23 -22 -20
right_child=-2 -3 10 4 -6 6 8 -9 -10 -11 14 12 13 -15 15 -17 -18 18 19 20 21 27 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-1620.6628824165 -14.800745990515342 -50.421824656655424 166.1351250069136 2754.1218352613314 -1816.166566006405 7229.4869749079098 2746.0351452464788 35464.416871655085 15700.782624598913 -54182.847405133936 10451.467441477062 11141.36176229941 3874.5759636120151 -10266.061831710525 -20410.454963581302 2674.5905532054921 168.61513330762136 2760.2921898674076 -9088.7629573383347 -4368.5327306809768 28501.234918212893 -29847.000637335528 2077.5013281250003 115138.22824041195 -16272.122976962004 -121618.50896577381 73403.598730468759 7867.1876381754691 -33015.013971656976 11821.214175802832
leaf_weight=3897 3123815 865800 45272 14113 2301 193 71 254 140 35 793 259 509 2214 193 17576 230832 3291 4861 612 48 76 20 44 44 21 25 631 43 181
leaf_count=3897 3123815 865800 45272 14113 2301 193 71 254 140 35 793 259 509 2214 193 17576 230832 3291 4861 612 48 76 20 44 44 21 25 631 43 181
internal_value=0 38.7113 273.597 1869.84 2664.98 3361.4 15728.6 23273.5 2019.02 -16051.2 164.58 -682.074 -5993.05 -7622.81 361.994 2423.85 203.82 -395.004 -2961.83 -5812.5 2329.57 10808.3 38284.1 79806.8 -8779.18 -50307.1 15375 3813.05 -566.883 -8338.13
internal_weight=0 1.19435e+06 328549 21004 17107 14806 693 447 246 106 307545 58151 2982 2723 249394 17769 231625 55169 9897 6606 1564 887 180 64 677 65 116 707 91 5042
internal_count=4318164 1194349 328549 21004 17107 14806 693 447 246 106 307545 58151 2982 2723 249394 17769 231625 55169 9897 6606 1564 887 180 64 677 65 116 707 91 5042
is_linear=0
shrinkage=0.1


Tree=4739
num_leaves=31
num_cat=0
split_feature=5 2 0 0 5 1 1 1 5 2 0 1 1 1 3 1 5 1 1 5 1 3 5 6 3 0 1 1 1 3
split_gain=2.55215e+11 2.16538e+12 5.1208e+12 1.54781e+13 2.84859e+13 2.48767e+13 2.97246e+13 3.02474e+13 2.08817e+13 2.33195e+13 1.76944e+13 1.67932e+13 1.61012e+13 2.97663e+13 2.32992e+13 1.31681e+13 1.24189e+13 1.31225e+13 1.31423e+13 5.56406e+13 1.17085e+13 2.35023e+13 1.58627e+13 1.3162e+13 1.20574e+13 1.10985e+13 2.34082e+13 2.62443e+13 1.68762e+13 2.92997e+13
threshold=55.405000000000008 7.5000000000000009 55.885524800000006 55.86787755000001 48.035000000000004 37.417247200000006 37.503486000000002 37.516458750000005 38.210000000000008 11.500000000000002 55.87722990000001 37.542000650000013 37.642309100000013 37.66934650000001 14.500000000000002 37.39371280000001 52.990000000000002 37.615058950000012 37.559851850000008 54.035000000000004 37.503486000000002 18.500000000000004 38.010000000000012 1.5000000000000002 21.500000000000004 55.899899800000007 37.533784800000006 37.457850350000008 37.692869000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 -6 10 -8 15 -10 -7 -9 16 -14 -15 -5 -13 18 19 -18 21 -17 -22 -23 -24 26 27 -4 29 -28
right_child=-2 2 25 4 5 6 7 11 9 -11 -12 12 13 14 -16 20 17 -19 -20 -21 22 23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-76.243109027544662 31.119906279876183 231.89772379152373 -4991.5385192892709 -14392.512123944683 -28452.186619040232 97227.058043573954 -74985.375406901047 42412.367767144104 -15705.902885074109 2548.8341453270723 35067.32365391458 -18038.751411720557 103974.10453993056 -17599.165947348385 40307.33810728175 45004.349314343934 -14492.922516741071 61665.819856770839 -15705.789371150089 179816.35248046878 4368.6637126454398 27417.805123214723 10108.412788899739 -10461.102224291426 80625.465816326541 -178.55000501681374 55764.920262327978 -35298.08699796041 -14646.477427587179 1945.0129591581406
leaf_weight=1907388 1636543 522533 706 248 107 71 36 225 1089 1958 129 216 45 118 169 256 56 48 130 20 2102 160 48 215 49 240956 109 480 549 1405
leaf_count=1907388 1636543 522533 706 248 107 71 36 225 1089 1958 129 216 45 118 169 256 56 48 130 20 2102 160 48 215 49 240956 109 480 549 1405
internal_value=0 -18.9919 122.051 296.618 4808.74 17844.1 21766.2 15111.9 1893.09 -3975.42 57134 18270.1 11497 28355.6 16499.1 7702.49 -411.575 14578.5 3606.65 36641.1 9638.73 21646.3 6193.17 5700.56 45730.4 -256.832 -6062.45 -17257.3 373.341 5819.76
internal_weight=0 2.68162e+06 774233 530028 7495 1370 1263 1063 6125 3047 200 1027 802 332 287 3078 470 254 206 76 2830 631 2199 375 97 244205 3249 1186 2063 1514
internal_count=4318164 2681621 774233 530028 7495 1370 1263 1063 6125 3047 200 1027 802 332 287 3078 470 254 206 76 2830 631 2199 375 97 244205 3249 1186 2063 1514
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=31
num_cat=0
split_feature=3 1 1 4 5 3 0 3 0 3 5 5 6 3 4 5 0 3 0 2 2 2 5 5 3 5 5 5 5 3
split_gain=2.72732e+11 2.55407e+12 2.19863e+13 2.07021e+13 6.37501e+13 4.76292e+13 4.22002e+13 5.38103e+13 3.65421e+13 3.81859e+13 3.54841e+13 4.64686e+13 5.0868e+13 3.69658e+13 7.15556e+13 1.24975e+14 4.81631e+13 3.97765e+13 3.65883e+13 6.07754e+13 4.938e+13 4.8152e+13 3.97707e+13 4.51006e+13 4.11251e+13 4.05525e+13 3.95446e+13 3.63694e+13 4.58869e+13 4.44593e+13
threshold=10.500000000000002 30.315880100000005 30.305955500000003 1.5000000000000002 45.005000000000003 9.5000000000000018 59.950068600000009 8.5000000000000018 59.932719750000011 4.5000000000000009 65.045000000000016 65.905000000000015 1.5000000000000002 7.5000000000000009 2.5000000000000004 68.00500000000001 59.904813200000007 8.5000000000000018 59.904813200000007 3.5000000000000004 2.5000000000000004 3.5000000000000004 90.015000000000015 103.45000000000002 4.5000000000000009 120.05000000000001 79.730000000000018 85.020000000000024 80.00500000000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6 -10 -5 12 -12 18 15 -15 -17 -16 19 -13 -20 22 24 -24 -22 -25 -26 28 -23 -30
right_child=-2 -3 3 10 5 -7 -8 -9 9 -11 11 13 -14 14 17 16 -18 -19 20 -21 21 27 23 25 26 -27 -28 -29 29 -31
leaf_value=3.3874950515435169 -32.279531522686511 37.960502426140373 -6193.08974107432 -17629.421972379361 105255.56293900101 -15171.14783192791 -62440.443616071425 103711.45663605834 -83916.929169060197 29010.053938931775 127204.67611607144 159284.70363281251 -34163.060625000006 -93214.187438434106 -79222.559468900246 -54803.103994693403 46703.642506054195 -23279.628523490173 -21873.470750348919 -24047.323922821972 -41448.071771918403 2569.169982710041 148402.46338186553 -72002.29479166666 110257.70896534031 82953.743037280699 -16698.407626488097 -21620.01146097944 166785.79098144535 5743.5640364583342
leaf_weight=83655 1629650 2596054 2618 2557 54 189 35 139 34 251 56 40 30 92 156 53 396 686 487 33 72 183 66 24 59 57 42 326 40 30
leaf_count=83655 1629650 2596054 2618 2557 54 189 35 139 34 251 56 40 30 92 156 53 396 686 487 33 72 183 66 24 59 57 42 326 40 30
internal_value=0 19.5663 -496.898 -5250.04 982.461 27742.6 43552.9 51313.9 29829.3 15538.1 -9022.49 -1506.11 70913.6 -3697.56 -15411.5 12965.6 34721.8 -33644.4 7406.24 76408.6 3771.91 17664.4 48795.3 87039.9 16298.3 37040.8 57464.1 459.021 28908.7 97767.7
internal_weight=0 2.68851e+06 92460 8805 3320 702 513 478 339 285 5485 2928 86 2842 1383 541 449 842 1459 73 1386 899 320 147 173 81 101 579 253 70
internal_count=4318164 2688514 92460 8805 3320 702 513 478 339 285 5485 2928 86 2842 1383 541 449 842 1459 73 1386 899 320 147 173 81 101 579 253 70
is_linear=0
shrinkage=0.1


Tree=4741
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 3 4 0 2 6 0 0 3 5 5 5 0 0 3 3 3 1 0 2 2 0 3 0 5
split_gain=2.96148e+11 6.22755e+12 2.30792e+13 7.44179e+13 2.44532e+14 6.89504e+13 4.0109e+14 1.29472e+14 1.01205e+14 4.78691e+13 4.73955e+13 1.35265e+14 1.5338e+14 8.24776e+13 4.2878e+13 4.12661e+13 6.95411e+13 8.24433e+13 3.45588e+13 4.35303e+13 3.17259e+13 8.6813e+13 9.64906e+13 7.40326e+13 8.41677e+13 5.25994e+13 8.78572e+13 5.17608e+13 2.60082e+14 2.17701e+14
threshold=37.615058950000012 37.642309100000013 55.860536450000005 55.834684950000003 20.500000000000004 55.820531900000013 22.500000000000004 1.5000000000000002 55.826364100000013 2.5000000000000004 1.5000000000000002 55.899899800000007 55.924336300000007 22.500000000000004 63.145000000000003 73.010000000000005 74.010000000000005 55.899899800000007 55.86787755000001 7.5000000000000009 16.500000000000004 17.500000000000004 37.620907050000007 55.591389050000011 11.500000000000002 6.5000000000000009 55.695992150000002 15.500000000000002 55.806974650000008 38.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 20 7 8 -7 -9 14 13 -13 18 -4 -16 17 -17 -12 -20 27 22 -22 -24 25 -25 -27 -2 -29 -30
right_child=1 -3 10 4 -6 6 -8 9 -10 -11 11 12 -14 -15 15 16 -18 -19 19 -21 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=52.137567269542814 -61.190648397552962 0.14927465362082043 4882.6600941341339 3915.8487182274093 87668.431655668013 -40389.025746527783 -443825.30000000005 -69207.904537259616 -310744.98269531253 83754.713669331875 -47974.940615394473 -160798.33439849626 -24173.917843273077 77322.251821699771 -35769.275373168952 -9770.1860321969707 -10861.117796322445 217336.4950604839 -134649.75656843919 -3825.0605521006128 -14662.360251133237 -869.94560416042975 -11670.561450843474 -127566.99281311035 -207144.7166381836 -121830.22611607144 126510.6525862069 34638.545260672043 -425845.61567826709 -43378.145533288043
leaf_weight=869963 10952 3414739 3174 2913 396 45 24 26 20 96 244 133 215 107 600 33 471 31 26 1168 2113 9251 113 64 64 28 29 1058 22 46
leaf_count=869963 10952 3414739 3174 2913 396 45 24 26 20 96 244 133 215 107 600 33 471 31 26 1168 2113 9251 113 64 64 28 29 1058 22 46
internal_value=0 -13.154 -1370.73 -118.062 13938.8 -2060.12 -58972.4 -9579.46 -123575 51156.1 -6876.67 -20065.8 -76389.6 -7379.27 -1082.52 -17764 2428.84 100235 -13681.8 -6673.84 -1554.29 -5274.58 -22175.2 -75445.5 -114400 -65344.8 4518.64 2037.87 22454.3 -167118
internal_weight=0 3.4482e+06 33462 27260 3309 23951 211 187 65 122 6202 1893 348 1545 4309 1135 535 64 1438 1194 23740 11662 2411 298 185 121 57 12078 1126 68
internal_count=4318164 3448201 33462 27260 3309 23951 211 187 65 122 6202 1893 348 1545 4309 1135 535 64 1438 1194 23740 11662 2411 298 185 121 57 12078 1126 68
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 3 5 1 3 1 5 3 3 4 5 3 5 3 4 2 5 1 1 2 6 5 1 5 2
split_gain=2.95101e+11 5.38444e+12 2.98402e+13 4.94677e+13 5.05287e+13 3.28326e+13 2.53936e+13 2.08719e+13 8.93314e+12 1.04549e+13 1.43231e+13 9.60793e+12 1.15279e+13 8.34555e+12 7.93382e+12 1.73069e+13 1.96592e+13 7.80267e+12 7.55824e+12 7.40455e+12 1.06132e+13 1.00166e+13 8.28583e+12 3.43703e+13 5.12966e+13 2.66991e+13 1.04685e+13 7.20181e+12 7.19357e+12 1.86428e+13
threshold=55.078308950000007 55.099723300000008 82.959896850000021 43.574807850000006 8.5000000000000018 7.5000000000000009 5.5000000000000009 56.505000000000003 38.633372000000001 15.500000000000002 38.781124500000011 72.705000000000013 7.5000000000000009 9.5000000000000018 3.5000000000000004 64.805000000000021 13.500000000000002 109.05000000000001 9.5000000000000018 1.5000000000000002 2.5000000000000004 31.990000000000006 82.888608650000023 82.837870700000011 3.5000000000000004 1.5000000000000002 57.995000000000012 38.633372000000001 99.555000000000021 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 19 27 13 -8 11 -11 12 -10 -6 15 18 -17 -7 -4 21 -21 -5 23 28 -25 -26 -24 -2 -22 -30
right_child=1 -3 14 4 7 17 8 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-26.970562716397048 -16313.376438030618 12.34514545062607 3918.1626948242188 -2102.5316531826247 -15558.736900657555 89059.534759406335 -27781.386314174109 -24262.780952889967 85830.148763020843 114170.46442618535 9733.9040364583325 43698.039729606819 15605.254739749895 -4171.5316040338257 -2770.6633428017121 46096.100569136426 4647.4687162733571 17033.419494047619 14429.483931450624 -5781.1809498842404 10090.656883761683 13010.140856933594 6824.2818681020581 213603.92523437503 -43999.592447916672 97977.243449519228 -40167.845551500825 5145.8756297674117 -56064.951631804441 18505.246519156681
leaf_weight=2091719 173 2211010 1600 766 991 53 35 1126 24 29 24 164 899 1836 449 279 194 21 1195 1977 535 1026 126 20 27 26 76 1629 62 73
leaf_count=2091719 173 2211010 1600 766 991 53 35 1126 24 29 24 164 899 1836 449 279 194 21 1195 1977 535 1026 126 20 27 26 76 1629 62 73
internal_value=0 25.3385 1886.59 -589.784 -4381.56 2526.79 10543.6 -12749.2 21981.1 23508.8 66878.4 21394.2 17431.3 -8163.3 9693.49 11406 29096 68619.7 8412.27 1489.27 -1614.45 6550.15 7102.6 11985 77143.8 25649.4 -10855.9 3085.69 4885.61 -15741.8
internal_weight=0 2.22644e+06 15435 11718 8741 4788 2977 3953 1175 1140 53 1087 923 2827 3717 3268 473 74 2795 4714 2922 1792 945 743 73 53 202 1802 670 135
internal_count=4318164 2226445 15435 11718 8741 4788 2977 3953 1175 1140 53 1087 923 2827 3717 3268 473 74 2795 4714 2922 1792 945 743 73 53 202 1802 670 135
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 3 5 3 0 0 5 0 5 4 0 0 1 5 5 4 3 0 5 1 5 4 5 2 0 1
split_gain=2.86255e+11 3.74129e+12 8.34946e+13 1.96859e+13 6.45358e+13 3.01365e+13 2.05353e+13 2.53707e+13 2.95218e+13 2.22274e+13 2.39096e+13 1.9522e+13 2.91232e+13 4.41809e+13 1.68854e+13 2.57701e+13 1.8387e+13 1.61227e+13 1.56959e+13 2.78754e+13 2.82513e+13 3.43547e+13 1.94618e+13 1.87519e+13 4.37489e+13 2.01611e+13 1.47895e+13 1.4247e+13 5.70674e+13 1.38972e+13
threshold=38.633372000000001 38.891822450000006 19.500000000000004 55.043101600000007 55.120365700000008 5.5000000000000009 46.405000000000008 4.5000000000000009 44.982728700000003 45.073740550000004 85.91500000000002 55.07108800000001 57.995000000000012 2.5000000000000004 56.367862600000002 55.993277250000013 38.781124500000011 81.910000000000011 65.045000000000016 2.5000000000000004 9.5000000000000018 55.885524800000006 73.995000000000019 38.781124500000011 80.00500000000001 3.5000000000000004 75.015000000000015 2.5000000000000004 44.732363600000006 38.781124500000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 11 14 -2 8 27 10 -9 -5 -13 -14 15 16 17 -6 -7 20 22 -22 -20 -21 -25 -26 -24 29 -29 -8
right_child=1 -3 -4 4 5 18 7 9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 19 23 21 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=39.466297918007747 -517.15551921576093 -5.0942209784006822 153298.91504464287 -923.98454320571 26.063565003653867 -6104.1755894144244 30708.857885124977 -22345.726510634249 -15016.480866405029 -5134.3958759530169 -78348.347979359576 7618.1265956846519 59918.629767491475 15456.376331159263 3111.5511407736758 -70685.82590117873 -14908.461781378699 -39002.657866753478 -30399.56671875 -18644.157116578357 -40869.12914713542 74716.974822794597 -162253.86743421052 -17048.681064372417 127277.81713033537 11875.1826171875 -60655.559918478262 181082.59006250001 10500.881801630378 -4187.5575837525184
leaf_weight=1289149 3468 2995798 35 1292 5303 5334 178 1296 639 858 81 2848 293 942 7949 57 1105 108 35 505 180 30 38 121 41 24 23 25 91 318
leaf_count=1289149 3468 2995798 35 1292 5303 5334 178 1296 639 858 81 2848 293 942 7949 57 1105 108 35 505 180 30 38 121 41 24 23 25 91 318
internal_value=0 -16.7969 -1072.24 -1235.07 19.113 -2499.28 -5965.41 -11385.5 17.3038 -17768 -25640 9789.53 13179.6 26004.9 10.7909 -3739.09 -3153.46 -752.924 -8256.85 -19773.8 -44900.8 -24356.8 -89840.7 -8646.59 18497.3 84667.6 -123946 15714.3 47264.2 8335.75
internal_weight=0 3.02902e+06 33217 33182 26228 20853 6954 3486 1251 2235 1377 5375 4083 1235 14522 6573 6516 5411 6331 997 306 210 96 691 186 65 61 612 116 496
internal_count=4318164 3029015 33217 33182 26228 20853 6954 3486 1251 2235 1377 5375 4083 1235 14522 6573 6516 5411 6331 997 306 210 96 691 186 65 61 612 116 496
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=31
num_cat=0
split_feature=3 0 1 5 2 5 2 4 5 5 5 2 2 2 3 3 0 0 2 1 5 2 2 5 5 1 0 5 1 1
split_gain=2.80094e+11 2.25877e+12 3.05201e+12 6.33871e+12 6.38019e+12 4.32182e+12 3.24364e+12 3.18067e+12 1.61196e+12 2.7829e+12 1.00408e+13 1.00617e+13 2.25218e+12 7.8974e+12 9.19378e+12 1.33219e+13 1.88938e+13 1.77125e+13 1.67847e+13 7.06804e+12 5.63528e+12 4.63005e+12 8.44092e+12 4.23274e+12 9.8867e+12 8.83778e+12 7.58546e+12 5.49156e+12 1.43452e+13 9.05499e+12
threshold=34.500000000000007 55.68356880000001 37.503486000000002 42.895000000000003 12.500000000000002 47.415000000000006 11.500000000000002 2.5000000000000004 137.05000000000004 116.06000000000002 123.15000000000002 21.500000000000004 12.500000000000002 16.500000000000004 37.500000000000007 35.500000000000007 55.826364100000013 55.860536450000005 14.500000000000002 37.615058950000012 39.505000000000003 15.500000000000002 13.500000000000002 37.005000000000003 33.805000000000007 37.475443250000005 55.806974650000008 49.010000000000012 37.642309100000013 37.752451500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7 -6 9 12 -11 -12 23 14 15 -14 18 -18 -17 -16 -21 22 -19 24 -3 -26 -27 28 -25 -30
right_child=1 8 3 4 7 6 -8 -9 -10 10 11 -13 13 -15 19 16 17 21 -20 20 -22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=0.86304949412864218 -46656.637913335755 -5444.6822508169935 30484.684073893233 -54320.790865652903 -14324.464856150793 20879.903891782407 -20966.465361100538 22013.190612166967 -10033.79457370924 71552.8175625 40816.522080592113 -24946.375016276041 -4810.7153160220287 -1062.7683064397584 10329.372519778135 41349.194806985295 -50283.096484375004 59342.264453125004 151958.17635869567 3027.0949375 -58431.515266047303 61260.358496093751 -1785.9580616918106 -32364.250956327422 -3502.0286794354843 100055.77321325232 19921.192885044642 -1081.602155788494 63118.49430197011 -3241.9329529752436
leaf_weight=4313211 43 153 48 28 63 27 59 39 161 25 38 60 122 2189 89 34 30 37 23 25 37 44 58 222 31 27 21 1003 23 194
leaf_count=4313211 43 153 48 28 63 27 59 39 161 25 38 60 122 2189 89 34 30 37 23 25 37 44 58 222 31 27 21 1003 23 194
internal_value=0 -751.568 -9059.1 -571.035 -12037.8 -20771.3 -7828.65 -430.655 -202.62 150.294 14984.3 553.524 -267.996 1525.17 12877.9 21819.1 36194.5 19402.6 85980.9 -7728.31 -33649.8 34442.7 22021.9 -3147.35 9389.02 38117.6 64996.9 -5164.3 -14492.2 3791.66
internal_weight=0 4953 307 178 130 129 86 102 4646 4485 123 98 4362 2688 499 348 226 169 57 151 62 139 95 1674 232 79 48 1442 439 217
internal_count=4318164 4953 307 178 130 129 86 102 4646 4485 123 98 4362 2688 499 348 226 169 57 151 62 139 95 1674 232 79 48 1442 439 217
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 5 0 3 6 3 0 3 2 5 0 3 3 3 1 5 3 5 6 5 0 0 3 0 5 5
split_gain=2.58028e+11 3.7795e+12 4.01138e+13 5.06319e+13 2.30726e+13 1.56501e+13 1.4253e+13 1.83616e+13 1.01341e+13 2.00277e+13 1.29606e+13 1.3866e+13 1.0026e+13 1.7737e+13 8.5963e+12 8.50167e+12 1.10525e+13 9.03113e+12 8.44087e+12 3.73614e+13 1.89607e+13 3.57414e+13 2.81245e+13 1.51968e+13 1.45101e+13 1.7629e+13 1.4295e+13 1.30786e+13 1.1819e+13 1.65384e+13
threshold=30.102666750000001 59.834458500000004 59.755965500000009 5.5000000000000009 3.5000000000000004 58.995000000000012 59.846652800000008 27.500000000000004 1.5000000000000002 14.500000000000002 59.820733200000006 9.5000000000000018 8.5000000000000018 85.020000000000024 59.820733200000006 12.500000000000002 10.500000000000002 9.5000000000000018 28.619594500000002 73.995000000000019 5.5000000000000009 61.845000000000006 1.5000000000000002 57.005000000000003 58.242297500000006 57.692655200000004 7.5000000000000009 59.609407350000005 75.015000000000015 90.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 4 -4 8 7 -3 15 10 11 -10 13 14 -7 16 17 -5 -1 20 23 27 -23 -20 25 -25 28 -22 -21 -30
right_child=-2 6 3 5 -6 12 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 26 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=167.24419256061219 2.7655268676053399 -59803.890750868064 17381.678117712221 3671.9597873997045 -36135.07418345839 44185.403930844914 -1379.6740931642944 20934.142647198936 65175.226484375009 -35308.28623883929 100962.76764322916 14663.958785986712 98275.703903745991 -16959.306562499998 95082.028196022729 35861.78856456044 -37152.67811197917 71027.642663043487 -2702.8572487870056 -65745.126053103886 24303.483658259931 120241.99159722222 26760.53423823804 -32852.121210106379 -15695.868754002307 -144947.35671875 -54681.540811602623 -4544.0283240097397 21820.465763346354 -49105.096062500001
leaf_weight=36847 4263593 90 134 148 202 135 12678 41 95 35 36 127 39 40 44 91 60 23 1837 37 202 45 113 47 366 20 185 708 96 50
leaf_count=36847 4263593 90 134 148 202 135 12678 41 95 35 36 127 39 40 44 91 60 23 1837 37 202 45 113 47 366 20 185 708 96 50
internal_value=0 -216.068 244.828 18194.4 -14792.1 30890.3 -1718.76 -34534.7 22218.2 35675.2 45304.8 36279.1 51562.1 43243.2 56696.3 9973.13 -225.432 12731.5 -290.301 -4839.45 -1505.65 9482.17 53385 -6675.26 -23528.1 -66313.4 -35079.2 1859.49 -15262.6 -2469.11
internal_weight=0 54571 41762 1209 336 873 12809 131 615 293 258 222 258 219 179 322 231 171 40553 3706 3338 1068 158 2270 433 67 368 910 183 146
internal_count=4318164 54571 41762 1209 336 873 12809 131 615 293 258 222 258 219 179 322 231 171 40553 3706 3338 1068 158 2270 433 67 368 910 183 146
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=31
num_cat=0
split_feature=0 0 3 1 3 1 1 1 1 5 4 2 6 5 3 1 4 2 2 4 5 5 1 3 5 5 1 5 4 1
split_gain=2.64315e+11 5.8852e+12 5.9625e+13 7.13387e+13 9.50571e+13 9.63435e+13 8.42776e+13 7.13113e+13 4.62064e+13 5.31315e+13 3.35537e+13 3.07076e+13 2.84492e+13 4.54348e+13 2.59746e+13 2.43163e+13 2.40807e+13 2.46888e+13 2.44295e+13 2.10657e+13 4.32012e+13 3.15463e+13 2.29823e+13 2.60497e+13 2.10519e+13 2.09135e+13 2.26426e+13 2.60361e+13 2.02643e+13 3.20546e+13
threshold=55.795550600000006 55.793358600000012 9.5000000000000018 37.692869000000009 19.500000000000004 37.597123000000003 37.542000650000013 37.503486000000002 49.148175700000003 75.015000000000015 1.5000000000000002 1.5000000000000002 1.5000000000000002 110.05000000000001 10.500000000000002 49.177301950000007 3.5000000000000004 3.5000000000000004 8.5000000000000018 2.5000000000000004 69.015000000000015 65.045000000000016 49.073956850000009 19.500000000000004 72.705000000000013 91.050000000000011 37.971176850000006 78.010000000000005 1.5000000000000002 37.542000650000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 5 6 7 -4 9 11 -9 -5 -11 14 -14 -10 18 -18 -3 20 -13 -21 -22 -24 -23 26 -16 -28 29 -6
right_child=-2 2 3 8 28 -7 -8 10 15 12 -12 19 13 -15 25 -17 17 -19 -20 21 22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.9988392148198217 33.809428757641449 -12807.668655825611 -26850.998812129583 30051.190536578637 171216.32564655173 121530.24227163462 -118311.510234375 44233.121852678574 24114.968173549765 28442.318760836017 195917.77287500002 -6274.9224720869061 -124314.58743489583 94934.263628472225 -58690.843659855775 4615.8623330323599 -14500.198198242189 -108164.74132333431 42072.882659544433 38975.531995081015 -40488.103109374999 -36194.311226736667 31380.535653831845 125667.1848263889 -2672.9311107621215 -62549.755549355155 -66415.590518465906 55789.777818080358 182105.4028988487 33133.238730468751
leaf_weight=2795771 1505916 3563 116 230 29 65 60 35 956 739 25 7055 24 36 39 1932 60 53 83 81 25 628 84 45 267 63 22 84 38 40
leaf_count=2795771 1505916 3563 116 230 29 65 60 35 956 739 25 7055 24 36 39 1932 60 53 83 81 25 628 84 45 267 63 22 84 38 40
internal_value=0 -18.1044 -1902.47 1367.94 42506.8 13728.1 -15963.1 18928.3 4.4381 -3387.51 107435 -5985.23 18320.3 -9590.66 -25810 11070.6 -12967.4 -58431.4 -11558.3 -6997.86 -5131.2 -20785.5 47264.8 64271.2 -26194.1 -14444.1 6456.93 30426.4 123464 91168.2
internal_weight=0 2.81225e+06 16477 12718 408 301 236 176 12310 9422 60 8415 1007 268 232 2888 3759 113 3646 8185 7209 976 154 129 895 208 145 106 107 69
internal_count=4318164 2812248 16477 12718 408 301 236 176 12310 9422 60 8415 1007 268 232 2888 3759 113 3646 8185 7209 976 154 129 895 208 145 106 107 69
is_linear=0
shrinkage=0.1


Tree=4747
num_leaves=31
num_cat=0
split_feature=5 5 1 1 3 3 1 1 3 3 4 0 2 2 1 1 3 3 0 1 0 0 1 1 1 1 4 0 0 2
split_gain=2.59252e+11 2.14037e+12 1.14761e+13 2.99937e+13 1.85032e+13 1.86305e+13 1.26636e+13 1.42287e+13 2.15143e+13 2.36346e+13 1.32094e+13 3.26945e+13 1.29094e+13 1.13928e+13 1.95044e+13 3.16402e+13 3.33647e+13 1.71149e+13 1.11594e+13 1.17293e+13 3.04689e+13 8.20077e+13 3.68261e+13 3.26625e+13 2.56678e+13 1.7601e+13 6.70235e+13 3.64987e+13 1.5769e+13 1.54607e+13
threshold=107.05000000000001 109.05000000000001 39.753614400000011 39.666208800000007 6.5000000000000009 11.500000000000002 52.307266200000008 49.177301950000007 10.500000000000002 14.500000000000002 2.5000000000000004 56.819808050000006 5.5000000000000009 4.5000000000000009 61.284352600000013 60.528664650000003 12.500000000000002 9.5000000000000018 60.035045000000004 37.417247200000006 55.826364100000013 55.701368300000006 37.362912300000012 30.160599000000001 30.502469200000004 30.388336800000001 3.5000000000000004 59.904813200000007 59.834458500000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 -5 -6 7 -4 12 -10 11 -8 -9 14 15 -12 -17 -15 19 20 21 29 23 28 25 -25 27 -27 -22 -2
right_child=1 -3 6 4 5 -7 10 8 9 -11 13 -13 -14 17 -16 16 -18 -19 -20 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=3.4855685543431676 -1381.0554937653942 -36.646860426134126 6423.3139031358205 -140871.08889508931 43577.819424715912 -61076.334881510411 -5502.5351432291673 -20425.050253563597 148923.49578125001 23399.000677083335 -7889.3071735146605 -139599.38206380207 54821.396846731092 -30269.856800537109 -631.52493290036989 128026.03150568181 9660.9553896949419 -60.632402796178432 25020.895827557964 1279.0943973488197 -44190.533906249999 -144308.70802083335 101741.45544433594 -15728.855840201737 -80021.75850763495 131647.10693359375 -76890.289189877731 8958.0878826530607 51718.697643432621 -57418.282259615386
leaf_weight=4232515 203 79779 880 21 22 75 75 57 30 30 81 24 38 240 469 55 42 858 124 1294 20 60 32 757 55 48 46 49 120 65
leaf_count=4232515 203 79779 880 21 22 75 75 57 30 30 81 24 38 240 469 55 42 858 124 1294 20 60 32 757 55 48 46 49 120 65
internal_value=0 -172.246 -2015.17 -6353.18 -55765.3 -37340.3 2491.59 11344.1 39281.7 86161.2 -2477.16 -38010.9 9673.53 -461.212 10064.9 38248.1 76775.2 -6663.74 -4323.72 -5647.38 -11807.4 -38631.3 -4000.64 -7090.83 -13703.5 -9650.77 22524.9 69670.2 38017.4 -14972.2
internal_weight=0 85649 5870 2991 118 97 2879 1035 155 60 1844 99 95 1745 647 178 97 1098 2873 2749 1455 328 1127 1095 955 900 143 97 140 268
internal_count=4318164 85649 5870 2991 118 97 2879 1035 155 60 1844 99 95 1745 647 178 97 1098 2873 2749 1455 328 1127 1095 955 900 143 97 140 268
is_linear=0
shrinkage=0.1


Tree=4748
num_leaves=31
num_cat=0
split_feature=1 1 5 0 1 3 0 3 4 5 0 0 5 0 3 5 5 3 2 5 0 3 4 5 3 5 0 3 4 5
split_gain=2.56701e+11 5.07734e+12 2.20936e+13 4.56735e+13 5.65763e+13 1.08902e+14 1.21689e+14 4.15939e+13 2.2868e+13 2.88138e+13 1.97336e+13 2.09205e+13 3.14706e+13 1.85095e+13 1.79881e+13 8.51457e+13 5.29052e+13 2.49245e+13 2.07893e+13 1.852e+13 1.77867e+13 1.72781e+13 1.76868e+13 1.90857e+13 1.73409e+13 3.03647e+13 1.69133e+13 3.39067e+13 1.5851e+13 2.98315e+13
threshold=50.227799100000006 49.073956850000009 48.035000000000004 55.806974650000008 49.111504200000006 24.500000000000004 55.820531900000013 8.5000000000000018 1.5000000000000002 13.050000000000002 57.945214300000011 55.820531900000013 90.015000000000015 55.826364100000013 19.500000000000004 101.05000000000001 84.030000000000015 16.500000000000004 18.500000000000004 88.015000000000015 55.834684950000003 24.500000000000004 2.5000000000000004 85.020000000000024 22.500000000000004 104.75000000000001 55.860536450000005 4.5000000000000009 2.5000000000000004 75.015000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 28 5 7 -7 26 -3 -10 11 14 -13 -14 15 17 -16 19 -18 -9 -11 24 -23 -24 -6 -26 -5 -28 -4 -30
right_child=-2 2 3 4 21 6 -8 10 9 20 -12 12 13 -15 16 -17 18 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-16.076970504667216 -29.500416334150135 323.11507288749249 1944.067328174011 -3360.1633127223463 3206.7454969592873 283707.64687500003 -1754.249881417411 17277.439621126854 44564.23569149855 -5514.8204080011483 56699.524556220334 17532.271092546343 -80239.544811320768 548.36342213114756 75667.104954698356 201082.393649292 -52679.43459250711 80405.347339129716 49377.576445312501 88540.580976562516 2368.7343184830643 -55764.54906054688 50934.459468410329 -37492.955611008867 15464.455494304908 134140.48331886574 -57688.086430921059 46911.559642392116 -4628.5260222783545 1969.4058339794281
leaf_weight=2406059 1752533 62660 34390 1221 12236 32 28 413 123 14869 158 1468 53 61 72 32 99 93 25 40 3544 100 46 52 107 27 38 168 13500 13917
leaf_count=2406059 1752533 62660 34390 1221 12236 32 28 413 123 14869 158 1468 53 61 72 32 99 93 25 40 3544 100 46 52 107 27 38 168 13500 13917
internal_value=0 20.1512 566.406 1764.06 6426.48 16783.1 150492 14747.4 -589.651 -3675.21 22487.4 20193.1 13601.9 -37010.9 33665 42542.5 7485.75 33250.7 -32103.4 23570 -3997.45 3129.47 -26177.3 4013.79 3598.56 39376.8 1111.59 27616.5 514.175 -1279.38
internal_weight=0 2.56563e+06 159572 78376 16569 4001 60 3941 81196 18536 2514 2356 1582 114 774 578 196 546 124 453 18413 12568 198 98 12370 134 1427 206 61807 27417
internal_count=4318164 2565631 159572 78376 16569 4001 60 3941 81196 18536 2514 2356 1582 114 774 578 196 546 124 453 18413 12568 198 98 12370 134 1427 206 61807 27417
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=31
num_cat=0
split_feature=3 3 6 1 0 1 0 2 0 5 0 1 5 5 5 4 1 5 1 0 1 1 1 0 0 5 0 1 2 1
split_gain=3.00016e+11 2.38764e+12 3.83706e+13 5.12754e+13 1.10256e+14 6.26817e+13 1.18441e+14 1.83135e+14 1.51973e+14 8.68532e+13 6.14433e+13 6.05251e+13 4.36197e+13 4.31714e+13 4.1719e+13 4.33037e+13 5.52668e+13 3.95362e+13 4.27363e+13 3.77772e+13 5.58026e+13 1.01495e+14 4.14709e+13 3.68262e+13 8.84941e+13 5.21608e+13 4.71424e+13 3.49813e+13 3.23572e+13 4.5535e+13
threshold=10.500000000000002 11.500000000000002 1.5000000000000002 30.243224600000001 59.982527000000012 30.315880100000005 59.904813200000007 3.5000000000000004 59.932719750000011 73.010000000000005 59.990816400000007 30.370618100000005 41.005000000000003 65.905000000000015 35.505000000000003 2.5000000000000004 30.259484550000003 38.610000000000007 30.346469350000003 59.990816400000007 30.323743050000001 30.243224600000001 30.259484550000003 59.863160500000006 59.904813200000007 55.405000000000008 59.982527000000012 30.332994000000003 7.5000000000000009 30.305955500000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5 -8 13 12 17 -6 -9 -10 16 -16 -7 23 -4 21 -21 -23 27 25 -25 -26 -19 29 -17
right_child=1 -3 19 5 10 11 8 9 14 -11 -12 -13 -14 -15 15 28 -18 18 -20 20 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=20.521724809060856 28309.492791069883 -15.249688366247236 973.27967615347268 -31138.741197727151 -72291.862233555163 -190.9426006119827 -151013.96309814454 135262.8921659695 37020.030842522821 47004.175734675489 -17220.759434136286 -3668.3085186331427 -180918.73924632353 281507.27031250001 18790.915154221479 51372.235006009614 -35703.287710115132 -30563.109455818969 -81922.015128432773 8415.4572169619532 -3551.870074090893 147980.30767834597 52139.385777484946 -12582.771804771895 -66869.374787928013 100218.06619917169 -14826.331126138926 -190302.98870192308 95663.21176682692 -69838.97081117022
leaf_weight=2688514 144 1592033 21444 146 81 464 64 127 339 130 90 11510 68 24 306 91 475 29 165 281 443 99 83 81 303 83 409 26 65 47
leaf_count=2688514 144 1592033 21444 146 81 464 64 127 339 130 90 11510 68 24 306 91 475 29 165 281 443 99 83 81 303 83 409 26 65 47
internal_value=0 -33.8557 -821.302 -4685.58 -40813.1 -3755.94 13663.3 59716.3 -514.488 106922 -82460.2 -6173.58 -121867 158507 6765.91 -3657 -14352.2 -24658 -35016.3 1818.34 21820 46095.8 104273 -26703.2 -21719.7 44505.5 -36973.9 -106077 37490.4 10090.2
internal_weight=0 1.62965e+06 37617 15267 383 14884 1814 427 1387 281 239 13070 149 151 1323 984 781 1560 1096 22350 906 463 182 931 876 164 712 55 203 138
internal_count=4318164 1629650 37617 15267 383 14884 1814 427 1387 281 239 13070 149 151 1323 984 781 1560 1096 22350 906 463 182 931 876 164 712 55 203 138
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=31
num_cat=0
split_feature=5 1 1 2 5 0 0 5 0 5 3 2 1 1 0 0 0 0 1 0 4 6 0 1 0 3 5 1 5 1
split_gain=2.92815e+11 2.81703e+12 1.06763e+13 1.86493e+13 1.92081e+13 2.15275e+13 1.56836e+13 1.03047e+13 1.00115e+13 7.99255e+12 1.28163e+13 1.05053e+13 1.80148e+13 8.90294e+12 1.22706e+13 1.00629e+13 1.55503e+13 1.24319e+13 1.20473e+13 7.55808e+12 1.10324e+13 1.50816e+13 2.61025e+13 1.87175e+13 1.2828e+13 1.75693e+13 3.10913e+13 3.80268e+13 3.32137e+13 1.85748e+13
threshold=88.015000000000015 38.633372000000001 38.781124500000011 13.500000000000002 100.05000000000001 55.099723300000008 55.07108800000001 94.040000000000006 55.099723300000008 91.050000000000011 30.500000000000004 19.500000000000004 39.007683500000006 39.726951800000002 45.084117700000007 55.055104550000003 55.039751500000008 55.07108800000001 82.933113850000026 55.727011600000004 1.5000000000000002 1.5000000000000002 59.932719750000011 37.475443250000005 59.882016200000002 18.500000000000004 107.05000000000001 30.243224600000001 128.92000000000004 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 19 3 4 5 7 -6 -3 -8 10 11 -4 -13 14 -14 16 -15 18 -17 -2 21 22 23 -21 25 26 27 -23 -28 -27
right_child=1 2 9 -5 6 -7 8 -9 -10 -11 -12 12 13 15 -16 17 -18 -19 -20 20 -22 24 -24 -25 -26 29 28 -29 -30 -31
leaf_value=6.1998425034049927 1702.3580446798082 -944.63579282407409 -1754.0113451031878 73603.804873511908 -115570.77491455078 -35497.716113281254 11899.742642039637 63848.825167100695 -58933.153405761725 -5.5435344660644477 50751.59554177989 -104092.79289772728 -4847.8817067307691 -21495.609059979841 80139.324284031085 87112.923803710946 -95293.971696428576 -14778.754470065476 -13433.518110795456 91446.356289062503 -594.99919817933164 18890.368070652174 -95616.638482142866 -40829.263111413049 21812.495377339947 -19696.844069602274 110821.53896875 -146633.63071428574 -20658.981341773346 106291.30700000002
leaf_weight=4086520 27806 54 23559 21 32 112 31 45 56 132489 46 22 65 155 23 26 35 237 22 20 45901 23 35 23 616 22 25 35 83 25
leaf_count=4086520 27806 54 23559 21 32 112 31 45 56 132489 46 22 65 155 23 26 35 237 22 20 45901 23 35 23 616 22 25 35 83 25
internal_value=0 -109.374 -349.757 -17770.7 -23585.4 -5467.1 -55711.2 28506.9 -33693.8 -310.73 -1982.24 -2082.71 -15320 -11851.1 17364.7 -17263.7 -35090 -5379.53 41029.1 396.528 -379.191 10542.3 -31496.5 20694.3 14497.7 -6656.82 -21938.9 -80994.8 9776.32 47318.1
internal_weight=0 231644 157030 351 330 211 119 99 87 156679 24190 24144 585 563 88 475 190 285 48 74614 46808 907 78 43 829 213 166 58 108 47
internal_count=4318164 231644 157030 351 330 211 119 99 87 156679 24190 24144 585 563 88 475 190 285 48 74614 46808 907 78 43 829 213 166 58 108 47
is_linear=0
shrinkage=0.1


Tree=4751
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 3 3 3 3 1 2 1 2 2 0 1 3 0 4 6 1 1 1 4 1 1 1 0 1
split_gain=3.33274e+11 3.36245e+12 1.89658e+13 4.40759e+13 2.6278e+13 2.23535e+13 2.42521e+13 2.2643e+13 2.48612e+13 3.25366e+13 2.03881e+13 2.4908e+13 3.15703e+13 1.90134e+13 1.81625e+13 1.69761e+13 3.42327e+13 2.84464e+13 2.00616e+13 2.67384e+13 2.71073e+13 3.54328e+13 4.44836e+13 3.06008e+13 2.77254e+13 2.2129e+13 5.15836e+13 2.51423e+13 4.12847e+13 1.91837e+13
threshold=92.035000000000011 93.00500000000001 30.323743050000001 37.328003200000005 59.990816400000007 30.243224600000001 6.5000000000000009 18.500000000000004 10.500000000000002 8.5000000000000018 37.457850350000008 5.5000000000000009 37.417247200000006 6.5000000000000009 8.5000000000000018 55.851332700000007 38.151577750000008 6.5000000000000009 44.039893800000009 3.5000000000000004 1.5000000000000002 39.036172050000012 39.071052600000009 38.233559750000005 2.5000000000000004 82.933113850000026 82.926290250000008 82.945329900000004 55.046835900000012 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 8 9 -2 11 -5 -13 -10 -15 18 17 -17 -12 20 -20 23 -23 -22 -25 26 -24 28 -27 -21
right_child=1 -3 3 10 -6 6 -8 -9 13 -11 15 12 -14 14 -16 16 -18 -19 19 29 21 22 25 24 -26 27 -28 -29 -30 -31
leaf_value=5.8372142071697812 -11775.6981884217 -38.094452653025336 -32062.728683229478 -7087.2011377427189 10741.792562676555 -11540.170063032672 43279.004446421204 76851.325624999998 -1620.5240439332563 102030.97142857144 -21304.058214687673 35647.280833466204 168205.14872159093 -126186.19535845588 -36449.269803812967 -131945.48956653228 -4154.1098855839946 -30318.972349937536 -4560.9697992029323 8774.3841884925714 20183.66455232726 129335.22418212891 25435.610488065591 -69317.111373546519 -6530.4672140328994 -161530.11811523439 168348.28978365386 11156.884507219507 23952.812711588544 -26046.876001302084
leaf_weight=4135587 89 174197 756 103 177 110 303 30 81 35 341 98 22 34 67 31 1960 247 1136 244 379 40 883 86 386 24 26 218 24 450
leaf_count=4135587 89 174197 756 103 177 110 303 30 81 35 341 98 22 34 67 31 1960 247 1136 244 379 40 883 86 386 24 26 218 24 450
internal_value=0 -132.22 -2088.83 -3579.27 -23942.3 13096.1 28678.3 -6056.87 -14185.1 20347.2 -742.796 28986.4 59949.6 -37712.6 -66657.7 -1766.67 -8811.95 -41651.4 1954.67 3990.41 7847.21 14669.9 25630 -978.17 -17970.4 22099.6 29523.3 -3269.38 -68788.7 -13804.2
internal_weight=0 182577 8380 7631 933 749 413 336 306 124 6698 223 120 182 101 6475 2238 278 4237 3896 3202 2066 1215 851 472 1175 909 266 48 694
internal_count=4318164 182577 8380 7631 933 749 413 336 306 124 6698 223 120 182 101 6475 2238 278 4237 3896 3202 2066 1215 851 472 1175 909 266 48 694
is_linear=0
shrinkage=0.1


Tree=4752
num_leaves=31
num_cat=0
split_feature=5 2 1 0 1 0 0 5 5 5 0 1 2 3 1 0 4 1 3 0 4 3 6 3 0 1 5 3 0 5
split_gain=3.11555e+11 2.17188e+12 6.84661e+12 9.86641e+12 1.36732e+13 8.45284e+12 8.00651e+12 1.15167e+13 1.61808e+13 5.02375e+13 1.47939e+13 1.10904e+13 1.06518e+13 1.02053e+13 9.86204e+12 9.83245e+12 1.47959e+13 1.62422e+13 1.3261e+13 1.94992e+13 9.82333e+12 1.71289e+13 9.75139e+12 9.65406e+12 8.76079e+12 7.93672e+12 1.27033e+13 1.15468e+13 9.70154e+12 1.13298e+13
threshold=96.015000000000015 20.500000000000004 38.975980350000007 57.157092150000004 56.249874400000003 45.022371150000005 55.576287050000012 105.35000000000001 123.15000000000002 137.05000000000004 45.063245200000004 37.971176850000006 21.500000000000004 24.500000000000004 38.959914000000005 55.86787755000001 3.5000000000000004 37.66934650000001 23.500000000000004 59.853570100000006 2.5000000000000004 26.500000000000004 1.5000000000000002 25.500000000000004 45.053747000000008 39.032393150000004 118.33500000000002 23.500000000000004 48.713222300000005 101.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 25 -5 -3 7 14 10 -10 -9 13 -11 15 -7 16 -8 -18 19 22 21 -15 -17 -22 -14 26 -4 -28 29 -27
right_child=1 2 3 4 -6 6 11 8 9 12 -12 -13 24 20 -16 18 17 -19 -20 -21 23 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=5.0879804050676345 -208.49460890830449 -49343.520778245198 772.25833582724295 2449.7770683092949 99665.21698369566 100323.21181640626 -2849.9909673713237 -64267.720957031255 182174.22437499999 53144.490161758818 15357.959891183038 65977.738415948275 37646.742406249999 -92067.924812500016 13348.294917436082 25527.991168478264 -118275.79544480846 -15909.69577872984 -23205.783929394533 -1468.4263539062501 21659.036448109946 19184.034838079639 114916.29583082933 -1255.7607725053826 -34388.543629807697 -27230.642068359375 -6657.2022085336539 -78064.576891637742 -2553.3875452468137 24763.73683431618
leaf_weight=4168594 145125 26 124 39 23 32 85 40 20 39 56 29 25 25 22 23 31 31 125 125 480 31 26 298 52 50 39 54 2236 259
leaf_count=4168594 145125 26 124 39 23 32 85 40 20 39 56 29 25 25 22 23 31 31 125 125 480 31 26 298 52 50 39 54 2236 259
internal_value=0 -141.805 2035.56 -937.895 38513.6 7215.71 8137.68 23295.2 13613.9 35802.1 -17819.4 4825.95 10565.5 3440.48 64889 -8769.75 -29945.6 -67092.7 1641.11 19490.9 9970.18 -30482 72958.5 12881.9 -11000.5 -1823.48 -20181.4 -48119.5 -258.192 16350.4
internal_weight=0 149570 4445 2824 62 1621 1595 286 232 136 96 1309 116 1280 54 446 147 62 299 174 834 56 49 778 77 2762 217 93 2545 309
internal_count=4318164 149570 4445 2824 62 1621 1595 286 232 136 96 1309 116 1280 54 446 147 62 299 174 834 56 49 778 77 2762 217 93 2545 309
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=31
num_cat=0
split_feature=5 6 3 3 2 0 1 0 0 3 1 0 5 3 1 5 0 5 1 1 4 3 3 5 5 1 3 3 0 5
split_gain=2.86528e+11 2.46745e+12 5.83701e+12 1.55842e+13 1.73655e+13 2.50116e+13 2.52026e+13 2.45187e+13 2.56135e+13 3.34735e+13 2.38825e+13 2.0716e+13 3.06168e+13 1.91509e+13 2.67062e+13 2.08942e+13 1.7668e+13 5.72829e+13 2.71382e+13 1.95578e+13 1.98004e+13 1.75578e+13 1.59445e+13 2.93013e+13 2.1387e+13 1.5932e+13 1.58261e+13 3.6358e+13 1.88403e+13 3.43983e+13
threshold=81.910000000000011 1.5000000000000002 10.500000000000002 17.500000000000004 9.5000000000000018 59.932719750000011 37.889331900000009 59.982527000000012 60.017447350000005 13.500000000000002 30.425002000000003 55.619594000000006 84.030000000000015 12.500000000000002 30.346469350000003 107.05000000000001 55.576287050000012 93.00500000000001 37.642309100000013 37.66934650000001 3.5000000000000004 15.500000000000002 11.500000000000002 84.030000000000015 90.015000000000015 37.457850350000008 12.500000000000002 13.500000000000002 60.042666650000008 92.035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 11 -4 9 13 -11 12 21 15 -15 22 -14 18 -18 20 -19 25 23 -9 -24 -6 28 -28 29 -10
right_child=1 -3 3 -5 5 -7 -8 8 26 10 -12 -13 16 14 -16 -17 17 19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-8.0277670093914075 391.95978807442083 266.21985954456079 -3674.1102762059377 429.10454155271566 147691.76737500002 15591.017999468995 2529.9938931188094 -119617.68532608697 135810.37494212965 -78755.270604949314 5478.6748475609756 -14549.631356969718 -10680.873615945407 61102.855963134767 -51980.072681451617 59763.386582880434 173942.77300646552 -118520.35694531249 34625.831626157415 62867.342261904763 -7523.8216232638897 19907.06476251383 -35622.691927083331 6575.0619607676635 -151025.8197641226 37860.847232491629 -79243.653627604173 17097.586306688263 -16650.981507685414 13009.227535076532
leaf_weight=3935898 66176 251156 17070 36399 25 1000 6399 23 27 188 41 1987 759 64 31 23 29 25 27 21 45 113 42 92 26 28 75 82 146 147
leaf_count=3935898 66176 251156 17070 36399 25 1000 6399 23 27 188 41 1987 759 64 31 23 29 25 27 21 45 113 42 92 26 28 75 82 146 147
internal_value=0 82.6557 -268.982 -942.566 -2692.26 551.092 -1039.09 -4568.62 -19731.7 -34861.8 -63674.1 -8505.11 2698.68 -12941.4 24202.1 -30070.7 -4535.22 27196.4 106772 -21773.3 -47165.4 42180.1 -41361.3 -18663.5 -79747.4 89667.9 -2920.5 -28925.3 9838.1 32064.6
internal_weight=0 382266 131110 64934 28535 10458 9458 18077 1007 530 229 3059 1072 301 95 206 906 147 56 91 70 166 183 115 68 53 477 157 320 174
internal_count=4318164 382266 131110 64934 28535 10458 9458 18077 1007 530 229 3059 1072 301 95 206 906 147 56 91 70 166 183 115 68 53 477 157 320 174
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=31
num_cat=0
split_feature=5 1 1 2 5 5 1 1 0 3 3 5 4 3 3 2 0 2 3 4 5 5 3 2 0 0 1 5 0 5
split_gain=3.32616e+11 3.94328e+12 1.5161e+13 2.16848e+13 1.41251e+13 3.72992e+13 1.31283e+13 4.06134e+13 3.31014e+13 4.8001e+13 9.04698e+13 1.79347e+13 1.34558e+13 1.86558e+13 1.32822e+13 1.74804e+13 1.31796e+13 1.61896e+13 1.47028e+13 2.03541e+13 1.96555e+13 1.42923e+13 1.39291e+13 1.57984e+13 2.62957e+13 6.82714e+13 5.13351e+13 3.68445e+13 4.31521e+13 4.86088e+13
threshold=110.05000000000001 37.971176850000006 37.998366300000008 2.5000000000000004 118.33500000000002 123.15000000000002 37.275078000000001 37.214886200000009 55.68356880000001 13.500000000000002 4.5000000000000009 116.06000000000002 3.5000000000000004 5.5000000000000009 4.5000000000000009 4.5000000000000009 55.993277250000013 1.5000000000000002 3.5000000000000004 3.5000000000000004 137.05000000000004 161.85000000000002 19.500000000000004 6.5000000000000009 55.695992150000002 55.812836050000008 37.777459000000007 123.15000000000002 55.87722990000001 118.33500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 7 -2 9 10 -9 -11 13 -10 -14 -16 21 -18 -19 -20 -21 22 23 24 -8 26 -26 28 29 -27
right_child=1 2 -4 4 5 -7 16 8 12 11 -12 -13 14 -15 15 -17 17 18 19 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=3.6753207148779587 201.44589670712901 42332.596261160717 -551.78565960631136 -9748.5356085526328 -191289.72755681819 -27675.005324835529 14861.679791264725 -19091.828771033655 36098.498325892862 -66695.791653645836 -282895.10356069711 50675.242934782611 -59878.513007812508 -75273.241161188096 73080.703773082394 -22387.11613338695 48982.873209431971 -93031.392414314527 -54381.953395833334 -12375.57055308949 101349.98928571428 -8145.6764855711262 -963.08062722347006 20475.529168149791 -92540.913040647647 89698.420735143445 22465.314120370371 37886.567132040895 -45103.290190345018 -75867.798250000007
leaf_weight=4243743 13185 28 55665 38 22 38 1231 26 21 30 26 23 20 53 44 34 30 31 75 55 21 596 1171 1264 138 61 54 243 173 25
leaf_count=4243743 13185 28 55665 38 22 38 1231 26 21 30 26 23 20 53 44 34 30 31 75 55 21 596 1171 1264 138 61 54 243 173 25
internal_value=0 -209.58 -630.215 -35279 -57453.8 -87667.1 1050.09 -594.676 -38489.5 -82733.4 -150993 -15761.2 -11480.2 -43667.7 12824.7 31466.5 5334.51 -19082.3 -30301.8 -17423.5 19048.6 6378.97 8364.45 11789.5 6086.07 -9479.89 -60195.4 9917.28 -16324.2 41568.7
internal_weight=0 74421 55791 126 98 60 18630 13462 277 105 52 53 172 74 98 78 5168 212 182 151 76 4956 4360 3189 1925 694 192 502 259 86
internal_count=4318164 74421 55791 126 98 60 18630 13462 277 105 52 53 172 74 98 78 5168 212 182 151 76 4956 4360 3189 1925 694 192 502 259 86
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=31
num_cat=0
split_feature=5 4 3 0 0 4 3 2 3 3 1 2 4 3 0 2 3 1 2 1 3 2 0 0 1 4 1 0 1 0
split_gain=3.62328e+11 1.1103e+12 3.15996e+12 2.69057e+12 7.20361e+12 3.61688e+12 1.40058e+13 3.945e+12 1.46955e+13 3.61669e+12 7.94436e+12 7.87859e+12 1.18771e+13 1.08583e+13 4.61831e+12 1.20391e+13 2.69455e+13 1.45644e+13 4.68193e+12 5.92914e+12 3.24559e+13 2.14136e+13 1.13136e+13 1.07777e+13 1.48548e+13 1.09871e+13 9.2229e+12 8.30752e+12 1.62785e+13 8.69255e+12
threshold=225.45000000000002 3.5000000000000004 27.500000000000004 45.040161900000008 45.053747000000008 4.5000000000000009 4.5000000000000009 7.5000000000000009 16.500000000000004 2.5000000000000004 82.911991800000024 1.5000000000000002 4.5000000000000009 3.5000000000000004 53.516665650000007 9.5000000000000018 8.5000000000000018 83.691301500000009 10.500000000000002 61.310823700000007 7.5000000000000009 5.5000000000000009 56.320495600000008 55.777112100000004 37.098288800000006 5.5000000000000009 61.880021000000006 59.950068600000009 39.826386800000009 56.143542450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8 -9 10 -6 12 -11 -14 15 16 17 -13 19 20 23 -22 -23 24 -16 -26 -21 28 -25 -30
right_child=1 2 -4 4 9 -7 7 8 -10 11 -12 14 13 -15 18 -17 -18 -19 -20 26 21 22 -24 27 25 -27 -28 -29 29 -31
leaf_value=-0.91048592534779405 2609.2379343748562 -82886.783428744617 -39229.638169642858 48333.117285156251 -510.55372656250006 -1516.7182713305856 -28758.624455492427 71862.127734374997 -37688.461562500001 81552.213125000009 -75083.019140625009 -24310.807870678193 42969.701165956445 -42540.360243055562 23793.95120967742 -9067.1163740050124 124431.24276620371 77576.270937499998 20739.538485863097 64140.018394886371 -159879.54862351192 8020.0407187499995 -87116.002250000005 73634.786837635867 -108630.71747295673 -10044.091171874999 -1301.9104262408089 -38119.303093750001 52079.427403846159 -14795.031355265828
leaf_weight=4313902 2036 29 21 32 50 254 33 24 25 30 20 47 33 27 31 106 27 20 84 22 21 25 25 46 26 20 1020 25 26 77
leaf_count=4313902 2036 29 21 32 50 254 33 24 25 30 20 47 33 27 31 106 27 20 84 22 21 25 25 46 26 20 1020 25 26 77
internal_value=0 921.573 -622.042 -254.35 1301.45 -8097.31 -23155.6 -2031.16 15969 469.035 -21817 1366.63 30177.5 4490.17 -206.779 14037.2 40091.1 6103.25 -2174.18 -3585.29 -15445.6 -75139 -39548 1439.83 -29710 -65767 79.781 15224.5 24174.8 2085.9
internal_weight=0 4262 2226 2205 1840 365 111 82 49 1808 70 1738 90 60 1648 200 94 67 1448 1364 322 71 50 251 77 46 1042 174 149 103
internal_count=4318164 4262 2226 2205 1840 365 111 82 49 1808 70 1738 90 60 1648 200 94 67 1448 1364 322 71 50 251 77 46 1042 174 149 103
is_linear=0
shrinkage=0.1


Tree=4756
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 1 3 1 3 5 5 3 3 0 5 5 2 1 5 5 6 3 5 5 3 3 5 1 5 3
split_gain=2.98185e+11 3.88339e+12 8.87061e+12 4.90293e+13 7.55562e+13 5.42714e+13 3.30121e+13 3.18882e+13 4.20696e+13 3.31812e+13 3.1732e+13 3.10479e+13 2.82807e+13 3.06578e+13 2.49741e+13 2.49239e+13 2.28794e+13 2.13067e+13 2.49328e+13 1.81552e+13 1.85498e+13 1.81698e+13 1.63008e+13 4.41662e+13 1.69644e+13 1.54125e+13 4.36772e+13 5.28854e+13 2.0123e+13 1.48746e+13
threshold=19.500000000000004 60.611165000000007 60.55755580000001 56.782419000000012 56.831297550000009 60.58031445000001 22.500000000000004 60.58031445000001 25.500000000000004 42.605000000000011 80.00500000000001 25.500000000000004 33.500000000000007 56.852744000000008 94.040000000000006 67.00500000000001 4.5000000000000009 60.601268000000012 50.005000000000003 123.15000000000002 1.5000000000000002 28.500000000000004 132.05000000000004 142.05000000000004 27.500000000000004 20.500000000000004 105.35000000000001 60.601268000000012 72.010000000000005 29.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 5 11 10 12 9 -9 -7 15 13 -6 -4 -5 -12 22 -19 20 21 -10 24 -24 -8 26 27 -11 -29 -23
right_child=1 -3 3 4 7 6 17 8 19 25 16 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 29 23 -25 -26 -27 -28 28 -30 -31
leaf_value=9.591096358503254 -20.882599353068166 -697.34197200798826 -14712.240133907339 5264.977801737361 38048.995911560058 31467.593829666941 20533.303373285438 2445.0290850009137 24732.808565360625 114082.78539663463 182075.40437500001 58779.716730542459 -7937.3785911099494 -12861.743320058849 -94399.350590701215 -42350.424072666239 71233.631750321059 7150.2539749404132 42735.925167186841 -86577.755059523814 -16431.955699811664 -23555.02243776483 -152312.66015625 23322.692473323172 -715.90118926614252 -24387.288343925524 135810.65584239131 -12250.607171175374 -103349.18023745889 8582.1424343449653
leaf_weight=3810546 414498 83057 965 191 510 228 1181 855 608 26 25 53 381 154 41 259 73 295 592 21 287 177 22 41 551 1626 23 67 38 773
leaf_count=3810546 414498 83057 965 191 510 228 1181 855 608 26 25 53 381 154 41 259 73 295 592 21 287 177 22 41 551 1626 23 67 38 773
internal_value=0 -71.9977 50.3386 2983.96 5310.29 16789.6 21873.8 -1956.93 -5610.6 -13746.3 51921.9 -13614 13780 26241.4 -17959.9 -22140.3 99509.6 18221.4 30900.8 5877.92 6930.26 11233.8 11955.8 -38010.3 13773.3 -21523.6 8712.58 -13602.3 -45219.6 2594.48
internal_weight=0 507618 424561 10063 9057 3511 3008 5546 4501 2635 326 503 1045 664 1006 450 98 2682 887 1866 1845 1558 1795 63 1732 1780 154 131 105 950
internal_count=4318164 507618 424561 10063 9057 3511 3008 5546 4501 2635 326 503 1045 664 1006 450 98 2682 887 1866 1845 1558 1795 63 1732 1780 154 131 105 950
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=31
num_cat=0
split_feature=5 4 5 5 2 2 1 3 3 0 0 1 3 0 5 1 2 1 1 4 4 0 0 1 0 4 5 1 5 0
split_gain=3.21375e+11 2.04811e+12 5.1551e+12 1.19772e+13 2.80859e+12 4.13927e+12 3.16111e+12 1.95464e+12 1.89435e+12 4.90391e+12 2.70021e+13 2.4697e+13 4.00765e+13 1.57151e+13 2.10972e+13 1.43878e+13 1.62761e+13 1.33319e+13 2.66721e+13 2.35128e+13 3.71773e+13 2.3387e+13 2.18654e+13 3.22004e+13 1.65053e+13 1.427e+13 1.32182e+13 9.50458e+12 5.43514e+13 1.47467e+13
threshold=96.015000000000015 5.5000000000000009 75.750000000000014 68.52500000000002 8.5000000000000018 3.5000000000000004 37.615058950000012 15.500000000000002 3.5000000000000004 54.194619400000008 53.204054050000003 36.761894450000007 2.5000000000000004 53.37994195000001 161.85000000000002 37.328003200000005 1.5000000000000002 39.726951800000002 39.787929450000007 3.5000000000000004 4.5000000000000009 46.672631750000008 46.672631750000008 39.753614400000011 46.672631750000008 4.5000000000000009 116.06000000000002 39.925119750000007 104.75000000000001 43.465905150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -6 9 10 11 12 -2 14 26 16 -13 21 19 22 24 -17 23 -19 -21 -23 -12 28 -20 -30
right_child=8 2 -4 -5 7 6 -8 -9 -10 -11 13 15 -14 -15 -16 17 -18 18 27 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.6938432939765216 -3148.8615709459464 -31403.915287162163 -39351.969684103264 69178.715420386914 -12138.147372159092 43407.195380859375 -1819.1985839843751 -54790.863206845243 -228.3251703065979 -885.10945481702788 49196.129744466147 -1975.0832682291668 158855.77884615387 15526.144032632154 -13183.1579375 2370.916982199119 -103631.41997767857 -221934.40167968749 -77147.863037109375 116588.94789062502 -101085.47127403847 24664.86205007619 -29084.167520887586 -50129.144856770836 1461.9584517045455 88010.7451171875 133225.85690604968 -2931.2835482862056 13112.579166666666 114964.12266512784
leaf_weight=4168359 37 37 46 21 22 20 68 21 141623 4377 36 36 26 155 25 1370 28 20 32 20 26 232 45 24 33 42 39 1279 21 44
leaf_count=4168359 37 37 46 21 22 20 68 21 141623 4377 36 36 26 155 25 1370 28 20 32 20 26 232 45 24 33 42 39 1279 21 44
internal_value=0 5.16754 -9330.18 -2023.28 -10923.5 -3340.05 8459.53 -32968.5 -144.022 1358.34 4108.91 1696.83 63710.2 35466 66372.9 495.462 -46449.7 1437.9 -5234.99 -42849.8 -3141.76 7704.9 -78096.3 -128222 44906.1 34374.8 92891.6 -642.484 29536.6 82058.2
internal_weight=0 4.16859e+06 235 189 168 125 88 43 149570 7947 3570 3315 63 255 100 3252 64 3188 1544 168 79 1644 89 44 53 274 75 1376 97 65
internal_count=4318164 4168594 235 189 168 125 88 43 149570 7947 3570 3315 63 255 100 3252 64 3188 1544 168 79 1644 89 44 53 274 75 1376 97 65
is_linear=0
shrinkage=0.1


Tree=4758
num_leaves=31
num_cat=0
split_feature=5 1 1 3 2 0 3 0 4 6 0 4 0 0 3 3 0 1 2 0 2 0 4 2 2 1 4 1 2 3
split_gain=3.04056e+11 1.02655e+12 1.68638e+12 9.29491e+12 1.67737e+12 1.16931e+12 3.50224e+12 2.76315e+12 7.39978e+12 3.93016e+12 2.47264e+12 1.80916e+12 1.79733e+12 2.9643e+12 1.43143e+12 3.85949e+12 5.01842e+12 4.86805e+12 3.65784e+12 4.66567e+12 2.77484e+12 2.58708e+12 4.31793e+12 2.16496e+12 1.61542e+12 1.53001e+12 8.30266e+12 6.504e+12 6.22267e+12 1.3294e+13
threshold=225.45000000000002 114.17164950000002 93.043229050000022 4.5000000000000009 4.5000000000000009 60.029906750000002 9.5000000000000018 59.846652800000008 4.5000000000000009 1.5000000000000002 59.755965500000009 3.5000000000000004 59.904813200000007 59.950068600000009 20.500000000000004 17.500000000000004 55.74310830000001 39.726951800000002 23.500000000000004 56.197733450000008 24.500000000000004 55.719391050000006 4.5000000000000009 20.500000000000004 17.500000000000004 37.832345550000007 1.5000000000000002 37.417247200000006 3.5000000000000004 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 7 11 10 9 -9 14 -7 -11 -14 15 25 17 24 19 21 -20 22 -16 -24 -17 26 -2 -28 -29 -30
right_child=1 -3 3 4 -6 6 -8 8 -10 12 -12 -13 13 -15 18 16 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.83406269895545848 -17620.854410190776 -14179.51560763889 53262.902281358518 5365.5858132102276 -32861.958471679689 -12334.758812313989 43790.098523437504 38538.65695684524 -53951.204447667747 15526.16929199219 32304.824140625002 24207.391015625002 -39472.811157226562 6484.4098437499997 -43078.134046052633 -18528.223155381944 65554.634218749998 51605.703935546881 41198.006250000006 -59263.81034226191 -5679.1671316964284 13436.493508429276 19991.41545758929 -23086.147890625001 16918.067656250001 -10.298263917293848 3251.6343984374998 10083.944491390306 108917.58364076969 9683.5828161168974
leaf_weight=4313902 99 45 36 22 24 42 25 21 34 20 25 20 32 25 38 36 20 20 23 21 28 38 28 20 20 3247 150 49 27 27
leaf_count=4313902 99 45 36 22 24 42 25 21 34 20 25 20 32 25 38 36 20 20 23 21 28 38 28 20 20 3247 150 49 27 27
internal_value=0 844.221 1004.54 15205.1 -14579.2 722.933 12193.6 476.405 -13754 191.995 956.081 -546.969 -10266.2 -19316.1 754.662 1196.41 20984.9 9256.04 -7573.21 -15675.1 15461.5 -8293.11 -17894.6 2042.43 -5868.83 668.571 6930.75 16537.9 35886.8 59300.6
internal_weight=0 4262 4217 82 46 4135 87 4048 132 98 3916 62 77 57 3891 3695 96 76 196 145 51 124 86 48 56 3599 352 253 103 54
internal_count=4318164 4262 4217 82 46 4135 87 4048 132 98 3916 62 77 57 3891 3695 96 76 196 145 51 124 86 48 56 3599 352 253 103 54
is_linear=0
shrinkage=0.1


Tree=4759
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 5 5 1 3 3 3 1 1 2 1 1 6 5 5 3 5 3 5 1 3 3 2 6 5 5
split_gain=2.88383e+11 8.03379e+12 3.31224e+13 2.19501e+13 2.01319e+13 2.54338e+13 1.97005e+13 1.96783e+13 1.84896e+13 2.0685e+13 6.57935e+13 2.53986e+13 2.21954e+13 1.96667e+13 1.83211e+13 7.78047e+13 3.14506e+13 3.04297e+13 1.89722e+13 1.71956e+13 1.87877e+13 2.02671e+13 1.71408e+13 1.67911e+13 3.2882e+13 5.03915e+13 1.48815e+13 1.45755e+13 2.9155e+13 2.4113e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 8.5000000000000018 3.5000000000000004 62.385000000000012 82.00500000000001 30.410108300000001 23.500000000000004 7.5000000000000009 8.5000000000000018 30.315880100000005 30.362552800000003 18.500000000000004 30.434657650000002 30.425002000000003 1.5000000000000002 49.505000000000003 30.025000000000002 11.500000000000002 60.005000000000003 26.500000000000004 110.05000000000001 30.434657650000002 18.500000000000004 9.5000000000000018 6.5000000000000009 1.5000000000000002 59.810000000000009 57.705000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 14 7 -6 9 11 -11 -7 -13 -12 15 27 17 18 -17 -16 21 -21 -10 24 25 -8 -19 -3 29 -29
right_child=-2 2 3 -5 6 8 23 -9 22 10 13 12 -14 -15 19 16 -18 26 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.4805776934122661 91.055853553455094 4782.1765817169553 -14253.344391389215 -62054.32722080149 -95485.861681547627 -3317.4836904632175 13264.391843220339 16748.510841444673 -36220.14681535367 70438.273194633162 -8541.0504943046381 -93534.97735814804 -27692.765053481548 32517.410753894244 8269.6164202379969 -19040.877444045611 6724.9053298950203 73242.199357096353 58065.451306994219 -6568.4363663681888 32050.321413495461 -62000.748134328358 59087.781171875009 104432.24889648438 -58691.735348412301 187764.39157608699 180552.33517717634 -5537.8129177522269 -51119.369010416674 50424.545494851947
leaf_weight=3980885 321892 3313 311 139 21 233 59 61 334 115 2666 78 149 122 987 37 160 24 232 4240 124 67 20 40 31 23 28 1557 135 81
leaf_count=3980885 321892 3313 311 139 21 233 59 61 334 115 2666 78 149 122 987 37 160 24 232 4240 124 67 20 40 31 23 28 1557 135 81
internal_value=0 -7.33437 -2287.92 -29018.5 -1482.61 -1946.76 27555.2 -11994.4 -9097.02 -6808.75 -3686.85 -26510.7 -50317 -6744.37 472.673 4501.56 42943.7 60996.7 47459.7 -3667.01 -6325.88 -7430.75 -30835.5 48751.8 29041.9 62209.5 131025 865.955 -6451.83 -2770.44
internal_weight=0 3.99627e+06 15387 450 14937 14702 235 82 3717 3363 2903 460 227 2788 10985 5567 481 321 269 5418 4431 4307 354 153 113 82 52 5086 1773 1638
internal_count=4318164 3996272 15387 450 14937 14702 235 82 3717 3363 2903 460 227 2788 10985 5567 481 321 269 5418 4431 4307 354 153 113 82 52 5086 1773 1638
is_linear=0
shrinkage=0.1


Tree=4760
num_leaves=31
num_cat=0
split_feature=5 1 1 1 0 3 3 5 5 4 5 5 0 2 0 2 5 3 4 2 2 5 6 1 1 3 0 2 2 2
split_gain=3.00657e+11 3.14348e+12 1.00709e+13 3.25204e+13 2.65103e+13 3.8478e+13 7.35e+13 1.45688e+13 1.21121e+13 3.16207e+13 4.73817e+13 1.71679e+13 1.08372e+13 1.29958e+13 1.5912e+13 1.5982e+13 1.18263e+13 1.25981e+13 1.48045e+13 1.50766e+13 1.37576e+13 1.48754e+13 1.35686e+13 3.17829e+13 6.36328e+13 2.69614e+13 7.1275e+13 1.96339e+13 1.74515e+13 4.96666e+13
threshold=110.05000000000001 38.058342000000003 37.275078000000001 37.214886200000009 55.68356880000001 13.500000000000002 4.5000000000000009 116.06000000000002 116.06000000000002 3.5000000000000004 128.92000000000004 128.92000000000004 55.993277250000013 1.5000000000000002 56.338501050000012 3.5000000000000004 177.02500000000003 19.500000000000004 4.5000000000000009 22.500000000000004 24.500000000000004 123.15000000000002 1.5000000000000002 37.436176200000013 37.487839250000007 23.500000000000004 55.695992150000002 13.500000000000002 9.5000000000000018 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -6 10 -10 -11 16 -14 -15 -16 17 -4 19 22 21 -21 -19 28 -25 26 27 -26 29 -24
right_child=1 -3 12 4 8 7 -8 -9 9 11 -12 -13 13 14 15 -17 -18 18 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=3.4942955561098374 157.90844239994033 -578.65126890486886 10118.127371430241 -16284.688341346155 49886.495166015629 -60003.804641927083 -254062.93659855772 45781.663043478264 -172533.45192522323 98066.178750000006 6928.1462008568551 -7882.6686290564903 41163.316986268939 -46579.637076947169 -43579.733528645833 58197.936827256955 -8661.7639906345466 8834.482658566345 -69948.090158770166 14248.153154296877 -3871.1934303977273 99962.756573932944 36459.470268278303 -198146.01196732954 -41772.701648137023 1066.2824290740184 -177334.44483778212 58390.610602678571 34581.203971842449 -122890.98186743952
leaf_weight=4243743 13185 55506 3487 26 28 30 26 23 28 20 31 65 33 131 27 36 532 449 31 40 66 41 53 22 65 195 36 28 150 31
leaf_count=4243743 13185 55506 3487 26 28 30 26 23 28 20 31 65 33 131 27 36 532 449 31 40 66 41 53 22 65 195 36 28 150 31
internal_value=0 -199.257 914.075 -554.49 -34464.1 -74058.8 -135174 -14096.9 -10293 -21994.5 -78240.1 17046.5 4539.57 -16850.5 -26718.9 14578.9 5468.68 7070.17 -1735.3 62.8227 30019.7 57634.6 -4216.74 -14320.2 -33571.1 -22396.3 -57863 -11616 14144.9 -22348.4
internal_weight=0 74421 18915 13462 277 105 52 53 172 144 59 85 5453 227 194 63 5226 4694 1207 1176 147 81 1029 580 346 324 129 93 234 84
internal_count=4318164 74421 18915 13462 277 105 52 53 172 144 59 85 5453 227 194 63 5226 4694 1207 1176 147 81 1029 580 346 324 129 93 234 84
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=31
num_cat=0
split_feature=5 0 4 6 1 2 2 1 3 0 0 3 1 2 4 3 0 0 1 2 1 0 0 0 1 1 1 1 0 3
split_gain=3.33091e+11 9.2812e+11 8.84993e+11 3.00382e+12 1.30169e+13 1.24816e+13 2.20308e+13 3.75064e+12 3.68155e+12 3.19846e+12 4.99567e+12 4.56625e+12 7.57601e+12 7.53251e+12 9.55093e+12 7.78612e+12 4.74948e+12 1.13389e+13 5.68836e+12 5.76756e+12 1.1353e+13 8.4806e+12 4.8406e+12 4.45821e+12 1.10416e+13 4.44998e+12 4.67917e+12 5.14186e+12 1.17877e+13 1.32251e+13
threshold=225.45000000000002 63.563300600000012 3.5000000000000004 1.5000000000000002 48.712293450000011 6.5000000000000009 10.500000000000002 47.282206100000003 24.500000000000004 45.040161900000008 45.053747000000008 2.5000000000000004 39.925119750000007 1.5000000000000002 4.5000000000000009 3.5000000000000004 53.516665650000007 53.204054050000003 38.950530550000003 9.5000000000000018 39.787929450000007 45.063245200000004 54.725565150000001 59.963407450000012 30.323743050000001 37.275078000000001 38.058342000000003 61.310823700000007 55.777112100000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4 9 -5 -11 12 -12 14 -13 -16 17 18 -15 20 -20 -21 -18 24 -24 -26 -27 28 -28 -30
right_child=1 -3 3 8 -6 6 -8 -9 -10 10 11 13 -14 16 15 -17 22 -19 19 21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-0.87297700962192071 2293.309067688896 21370.0732421875 -14669.304244791667 -10675.584073921389 77423.959450120194 114294.21164062501 -24179.578935185185 -70575.77197265625 -32332.514432565793 40460.911340725812 22154.214471726191 77736.164718191969 -51706.651410060978 -31419.117633928574 38508.61941287879 -35477.045156250002 -38241.251293285473 73201.956138392852 80997.809092133626 -48288.978819444448 -10958.997343750001 26779.384399414062 71175.581398809532 -41083.973507254472 -38169.365947561557 32687.114902343754 -64693.964767530495 645.78586485327742 14830.201779923351 -50921.165188953491
leaf_weight=4313902 2018 22 30 289 26 20 27 20 38 31 21 28 41 35 33 25 37 28 29 27 25 34 21 28 33 40 41 1066 106 43
leaf_count=4313902 2018 22 30 289 26 20 27 20 38 31 21 28 41 35 33 25 37 28 29 27 25 34 21 28 33 40 41 1066 106 43
internal_value=0 883.61 777.312 -599.503 14589.1 -2253.19 34745.4 -37031.9 -1489.55 -920.875 670.045 -38.4651 -26689.3 945.662 29772.9 6618.25 -610.612 14784.5 3879.93 14623.1 38425.2 -6447.6 -2547.24 -1588.84 -769.682 -1906.51 -983.155 -2055.46 -17210.8 -4145.02
internal_weight=0 4262 4240 2222 123 97 47 50 2099 2061 1772 1741 62 1679 86 58 1593 178 150 115 54 61 1415 1378 1350 1329 1296 1256 190 149
internal_count=4318164 4262 4240 2222 123 97 47 50 2099 2061 1772 1741 62 1679 86 58 1593 178 150 115 54 61 1415 1378 1350 1329 1296 1256 190 149
is_linear=0
shrinkage=0.1


Tree=4762
num_leaves=31
num_cat=0
split_feature=5 0 0 5 3 1 2 6 3 2 3 2 1 2 3 3 1 4 1 1 2 5 6 1 0 1 3 5 1 1
split_gain=2.74236e+11 2.21758e+12 1.4665e+13 1.72771e+13 2.44587e+13 4.2552e+13 2.50862e+13 2.22128e+13 1.41764e+13 1.61457e+13 1.2772e+13 2.48288e+13 1.82065e+13 1.7332e+13 2.43606e+13 1.5736e+13 1.26912e+13 1.43192e+13 1.23778e+13 2.2704e+13 5.77077e+13 1.67979e+13 1.18678e+13 1.11032e+13 1.01809e+13 5.39681e+13 1.71229e+13 6.88544e+13 3.08537e+13 1.79299e+13
threshold=81.910000000000011 45.047272400000004 45.005863250000004 83.010000000000005 5.5000000000000009 39.011252750000004 3.5000000000000004 1.5000000000000002 23.500000000000004 8.5000000000000018 20.500000000000004 15.500000000000002 39.753614400000011 12.500000000000002 24.500000000000004 21.500000000000004 38.891822450000006 1.0000000180025095e-35 39.718803500000007 39.726951800000002 13.500000000000002 90.015000000000015 1.5000000000000002 39.714575750000009 45.059881250000011 38.950530550000003 4.5000000000000009 118.33500000000002 38.984911950000004 39.032393150000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 6 -4 -6 -9 -10 11 -2 15 14 -14 18 -5 -18 21 20 -20 -12 23 -17 25 -3 27 28 -27 -28
right_child=1 24 3 16 7 -7 -8 8 9 -11 12 -13 13 -15 -16 22 17 -19 19 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-7.8536805998271193 -543.42382353332084 -41935.415341742169 70073.063999999998 -53758.711215820316 66331.227223557697 -8579.5506356534097 200315.42931547621 9673.4442668221218 -80158.624454126606 18367.60202047414 97405.845222503063 -22479.175309863655 -140231.82241586538 12375.308836805556 -518.92701822916672 18457.456969105115 81489.370923913055 2514.4198942156127 -137231.185546875 73005.247883064527 59348.39453125 29972.273324721609 -557.49083845297992 90478.854557291663 63.103694985704777 114857.93681955646 -3.5476730458532311 -87864.997526041669 18926.04728301584 -16900.707214288512
leaf_weight=3935898 27145 357 50 40 65 55 21 704 39 29 51 526 26 45 24 198 23 12660 28 31 32 134 646 24 334579 62 3808 39 73 752
leaf_count=3935898 27145 357 50 40 65 55 21 704 39 29 51 526 26 45 24 198 23 12660 28 31 32 134 646 24 334579 62 3808 39 73 752
internal_value=0 80.8633 761.007 3457.77 16372.3 57447.6 108595 10188.9 5461.89 -38140.1 -515.639 -960.402 9417.4 -32648.3 -73169.6 12910.6 2480.27 2657.64 33709.5 3514.7 -32388.7 48562.1 6297.15 26243.6 -4.42946 -4442.69 -1615.29 29172.8 62983.7 -2790.1
internal_weight=0 382266 42596 13686 963 126 71 837 772 68 28910 27671 1239 95 50 1144 12723 12683 276 91 60 185 868 222 339670 5091 4734 174 135 4560
internal_count=4318164 382266 42596 13686 963 126 71 837 772 68 28910 27671 1239 95 50 1144 12723 12683 276 91 60 185 868 222 339670 5091 4734 174 135 4560
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=31
num_cat=0
split_feature=0 1 5 0 3 1 3 1 1 5 1 5 1 1 4 2 5 5 1 1 3 5 4 5 3 5 5 3 5 5
split_gain=3.08986e+11 3.74524e+12 9.00722e+12 3.33537e+12 7.17894e+12 1.91661e+13 2.37475e+13 6.2042e+13 6.09258e+13 4.90265e+13 4.15546e+13 2.02089e+13 1.73568e+13 8.18529e+13 4.02049e+13 2.81496e+13 2.03019e+13 1.64152e+13 3.59261e+13 1.81247e+13 3.19409e+13 1.64724e+13 4.11396e+13 2.48905e+13 1.59662e+13 1.29225e+13 1.22685e+13 1.22025e+13 1.6223e+13 1.97945e+13
threshold=44.039893800000009 39.262370300000008 52.990000000000002 43.642715500000008 5.5000000000000009 43.048525950000005 6.5000000000000009 39.614024000000008 39.488326500000007 42.895000000000003 39.694727950000008 105.35000000000001 41.900971000000006 40.247294600000011 1.5000000000000002 4.5000000000000009 96.015000000000015 28.035000000000004 39.488326500000007 39.666208800000007 9.5000000000000018 120.05000000000001 3.5000000000000004 137.05000000000004 6.5000000000000009 34.920000000000009 45.305000000000007 17.500000000000004 46.810000000000009 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 8 26 -10 -9 12 13 14 25 -16 -14 18 -8 20 -20 27 -23 -24 -7 -12 -6 -19 -29 -30
right_child=-2 3 -4 4 5 24 17 10 9 -11 11 -13 16 -15 15 -17 -18 21 19 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-30228.78263423128 -4.4224154911065057 -42.016784080708838 31051.653657384071 -36.359003303829432 56766.970447443186 -16869.523791606487 -36399.667011135731 -30243.309004844436 63203.549131944455 252061.67751116073 9245.7682244551816 -49990.304991319448 -2433.9689125495875 168079.53653211807 29162.207367815296 162661.32414772728 95090.537894694018 -4922.1020199935429 190229.32078125002 7698.2398860677094 48576.737923177083 123176.17156250001 55029.856250000004 -97175.558877840915 22318.391943694958 -70363.276029829547 -17119.35122841283 -3391.3458415579294 114420.99237132352 4841.3980468750005
leaf_weight=106 4203278 97915 31 10928 55 119 67 229 27 28 38 36 193 45 56 22 24 3666 20 60 78 35 21 22 823 44 38 94 34 32
leaf_count=106 4203278 97915 31 10928 55 119 67 229 27 28 38 36 193 45 56 22 24 3666 20 60 78 35 21 22 823 44 38 94 34 32
internal_value=0 161.801 -16362.4 181.529 1481.78 4290.84 1809.25 17189.8 75918 159350 4538.01 21928.7 28063.9 48929.6 15418.7 66815.8 8352.15 -1301.13 24963.1 50984 77485.4 -2814.82 42678.6 -22842.7 17367.9 -33471.3 26576.9 -3742.28 23290.3 61291.5
internal_weight=0 114886 137 114749 16834 5906 4964 835 148 55 687 458 422 205 160 78 217 4129 225 158 98 3904 78 43 942 82 93 3826 160 66
internal_count=4318164 114886 137 114749 16834 5906 4964 835 148 55 687 458 422 205 160 78 217 4129 225 158 98 3904 78 43 942 82 93 3826 160 66
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=31
num_cat=0
split_feature=5 2 1 0 1 0 2 1 0 5 0 0 1 5 5 5 0 2 3 3 3 0 0 1 5 0 1 0 4 3
split_gain=2.89011e+11 1.71566e+12 5.17528e+12 7.99359e+12 1.10843e+13 7.26739e+12 1.1377e+13 6.9644e+12 1.07157e+13 1.03112e+13 6.82074e+12 7.02904e+12 9.44383e+12 9.136e+12 1.37822e+13 3.96066e+13 1.1879e+13 9.5664e+12 9.3888e+12 7.96205e+12 1.00083e+13 1.06323e+13 9.85483e+12 9.71515e+12 9.59223e+12 1.00172e+13 9.12844e+12 8.06681e+12 7.85196e+12 1.38479e+13
threshold=96.015000000000015 20.500000000000004 38.975980350000007 57.157092150000004 56.249874400000003 57.057093650000006 21.500000000000004 39.032393150000004 45.047272400000004 123.15000000000002 45.022371150000005 55.576287050000012 37.971176850000006 105.35000000000001 123.15000000000002 137.05000000000004 45.063245200000004 21.500000000000004 24.500000000000004 24.500000000000004 22.500000000000004 60.003414000000006 59.896318000000008 37.487839250000007 100.05000000000001 55.87722990000001 30.451272450000005 60.029906750000002 2.5000000000000004 26.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 5 -5 7 -7 8 -4 -10 -3 13 19 18 16 -16 -15 -17 -12 20 -13 22 23 24 26 -26 -22 -23 29 -21
right_child=1 2 3 4 -6 6 -8 -9 9 -11 11 12 -14 14 15 17 -18 -19 -20 28 21 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.9004404580731631 -195.85111573291093 -44503.967365910459 -1353.225810055081 2253.2682542067309 89782.443716032605 -81027.882711476297 6110.609274193549 680.98064656984889 -21209.654841643689 -97634.497265625003 25115.815589997263 11142.215653314535 60457.577316810348 -57921.763066406245 163153.25593750001 51131.113616786861 13429.580601283484 -9657.9738129058442 110649.14821428571 -83023.908437500009 -18643.079345703125 69040.889136904763 -84573.198479352694 -50816.471754992846 -78070.942555588947 -714.06428274601069 64099.484199218758 -11769.246914062502 11119.835813742984 17007.318839780746
leaf_weight=4168594 145125 26 139 39 23 29 31 2485 51 27 33 169 29 40 20 39 56 77 21 25 24 21 28 71 26 47 30 30 778 31
leaf_count=4168594 145125 26 139 39 23 29 31 2485 51 27 33 169 29 40 20 39 56 77 21 25 24 21 28 71 26 47 30 30 778 31
internal_value=0 -136.578 1798.64 -786.541 34723.8 -1583.66 -36006.3 -819.277 -17999.6 -47664.4 6302.36 7130.55 4027.56 21332.7 12709.9 33187.6 -16300.1 10779.7 58378.8 2749.06 -8036.01 -19736.8 -29043.7 -21191 -4628.78 -28265.8 27325 21505.5 8516.62 -27649.5
internal_weight=0 149570 4445 2824 62 2762 60 2702 217 78 1621 1595 1309 286 232 136 96 116 54 1280 446 277 226 198 127 73 54 51 834 56
internal_count=4318164 149570 4445 2824 62 2762 60 2702 217 78 1621 1595 1309 286 232 136 96 116 54 1280 446 277 226 198 127 73 54 51 834 56
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=31
num_cat=0
split_feature=5 2 1 2 0 1 1 4 1 3 4 1 3 4 2 1 3 4 1 3 0 2 4 0 4 1 0 0 0 0
split_gain=2.81489e+11 9.10921e+11 1.03838e+13 2.8621e+12 3.21066e+12 1.00103e+12 9.29705e+12 7.61513e+12 5.14142e+12 8.57986e+12 8.81368e+12 1.29254e+13 7.52864e+12 7.02207e+12 1.08342e+13 5.87068e+12 3.02991e+13 5.8248e+12 3.72995e+12 3.40764e+12 3.16153e+12 2.61207e+12 2.88165e+12 2.50958e+12 2.41532e+12 2.21889e+12 2.65975e+12 1.07948e+13 7.53187e+12 7.15138e+12
threshold=225.45000000000002 23.500000000000004 39.047276750000002 20.500000000000004 53.242949050000007 60.601268000000012 61.310823700000007 2.5000000000000004 49.323301500000007 5.5000000000000009 2.5000000000000004 56.022377500000012 3.5000000000000004 2.5000000000000004 4.5000000000000009 49.073956850000009 5.5000000000000009 4.5000000000000009 61.880021000000006 10.500000000000002 55.183525900000006 2.5000000000000004 1.5000000000000002 55.141517900000004 1.5000000000000002 65.520339550000017 55.046835900000012 55.014170500000006 55.099723300000008 56.009576300000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 8 7 -7 15 10 21 12 -12 24 -15 -2 -17 -16 20 -18 23 22 -10 -8 -11 -20 27 -27 -28 -30
right_child=1 2 -4 4 -6 6 18 -9 9 13 11 -13 -14 14 17 16 19 -19 25 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.80251197671808527 1451.3870665223449 -41252.525669642862 48698.890246212126 -4344.8403474506586 -53844.74171875001 -3354.2497479838712 37536.580131835937 -72897.191650390625 25626.480098783053 4710.9963605182929 44224.442617187502 -15293.896171875002 117744.33022836538 -86143.185997953871 -27057.232942708331 -129867.00632440476 -9787.522990451389 35556.968945312503 -25095.506217447917 35686.453500600961 56532.595585937495 27882.22796349159 -15561.113335558834 -7619.0595825195314 44147.372546875005 -190.61415364945617 44370.202240114799 -51875.762574404769 -31039.17436247052 10806.727802405198
leaf_weight=4313902 2145 21 33 38 20 31 20 32 26 41 30 20 26 21 39 21 45 24 36 26 20 52 49 32 25 1067 49 42 53 178
leaf_count=4313902 2145 21 33 38 20 31 20 32 26 41 30 20 26 21 39 21 45 24 36 26 20 52 49 32 25 1067 49 42 53 178
internal_value=0 812.287 13717.8 646.675 -21413.8 954.989 -1046.19 -38677.6 2160.34 13376.3 26777.7 53713.3 78358.7 -4760.24 -23938.9 390.446 -24345.6 -3204.2 537.495 6864.92 22744.1 10658.8 -1282.75 9748.49 19649 -584.522 50.7515 -2148.03 8759.5 1205.72
internal_weight=0 4262 54 4208 58 4150 1560 63 2590 353 203 76 56 150 84 2237 92 63 1497 71 72 127 75 52 66 1425 1389 1109 280 231
internal_count=4318164 4262 54 4208 58 4150 1560 63 2590 353 203 76 56 150 84 2237 92 63 1497 71 72 127 75 52 66 1425 1389 1109 280 231
is_linear=0
shrinkage=0.1


Tree=4766
num_leaves=31
num_cat=0
split_feature=1 5 0 3 1 0 6 2 5 0 5 0 5 3 0 3 0 5 5 3 5 2 5 6 5 0 0 2 5 5
split_gain=2.58131e+11 3.56692e+12 3.80396e+12 3.82942e+12 8.3657e+12 5.72758e+12 5.28574e+12 9.48509e+12 6.93981e+12 4.76415e+12 4.75613e+12 4.28724e+12 3.58427e+12 6.07331e+12 6.24514e+12 9.8973e+12 1.19625e+13 8.81549e+12 6.94677e+12 6.00853e+12 1.27748e+13 5.82687e+12 5.6191e+12 1.27108e+13 1.74688e+13 2.51803e+13 1.63123e+13 1.24974e+13 1.06939e+13 1.87827e+13
threshold=30.102666750000001 32.005000000000003 54.648549400000007 6.5000000000000009 20.507360500000004 54.708501450000007 1.5000000000000002 5.5000000000000009 23.035000000000004 59.916647550000008 16.850000000000005 54.736324100000012 38.610000000000007 4.5000000000000009 59.982527000000012 5.5000000000000009 60.693675950000006 35.005000000000003 38.010000000000012 15.500000000000002 37.995000000000012 7.5000000000000009 46.405000000000008 1.5000000000000002 45.985000000000007 54.940316550000006 54.959412650000012 1.5000000000000002 58.755000000000003 57.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 8 -8 -9 -6 -12 13 -3 18 16 17 -16 19 -15 21 -21 23 24 -14 -26 -25 -28 29 -24
right_child=-2 12 3 6 10 -7 7 9 -10 -11 11 -13 22 14 15 -17 -18 -19 -20 20 -22 -23 28 26 25 -27 27 -29 -30 -31
leaf_value=45240.855543154903 2.7660729876527324 6675.8027126517354 -900.10183130637893 1025.9375433405146 -40557.415730168272 -33700.406587658901 71829.647126116077 4075.3041585286464 20000.284203443702 -40529.62347130409 39387.806810735892 1885.6983151311824 4874.6874981474475 -2669.1151251021793 -14272.554244290866 -3737.6991765365224 2192.7865859375001 -65886.726132436903 -13278.102728726972 14812.226275410372 56485.25818718112 -4246.8399808683671 -1878.740348508428 -9605.4245992654796 8699.1695714879916 120645.05031738282 -9399.9642739714473 5678.359077638037 355.6813948880897 -15378.478973511978
leaf_weight=21 4263593 651 97 838 26 118 28 303 334 26 31 1830 4713 4524 52 406 75 91 536 272 49 391 7781 1663 54 32 695 2629 25117 1188
leaf_count=21 4263593 651 97 838 26 118 28 303 334 26 31 1830 4713 4524 52 406 75 91 536 272 49 391 7781 1663 54 32 695 2629 25117 1188
internal_value=0 -216.111 2802.73 2557.29 -212.465 -18902.1 6365.01 12839.9 24009.2 550.295 1916.99 2510.4 -432.628 -2526.03 -3462.61 -12966.2 -30153.2 -47117.9 -2435.2 -1325.23 7213.75 3572.26 -96.3725 2015.78 5689.69 50353.5 -1519.63 2525.7 -702.765 -3666.86
internal_weight=0 54571 3652 3631 2102 215 1529 691 362 329 1887 1861 50919 7047 6396 624 218 143 5772 5236 712 663 43872 9786 4799 86 4987 3324 34086 8969
internal_count=4318164 54571 3652 3631 2102 215 1529 691 362 329 1887 1861 50919 7047 6396 624 218 143 5772 5236 712 663 43872 9786 4799 86 4987 3324 34086 8969
is_linear=0
shrinkage=0.1


Tree=4767
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 0 3 0 2 2 4 5 0 5 5 5 3 0 0 5 5 4 3 5 5 4 3 0 5
split_gain=2.60414e+11 1.08977e+13 1.28181e+13 2.82168e+13 2.12217e+13 2.53001e+13 1.98354e+13 1.8571e+13 2.72236e+13 1.71898e+13 1.65204e+13 2.00903e+13 1.60931e+13 1.45039e+13 2.2447e+13 1.01422e+13 9.92748e+12 1.28817e+13 2.0365e+13 1.07314e+13 1.19762e+13 1.47199e+13 1.42209e+13 9.76273e+12 2.09299e+13 1.39778e+13 1.23181e+13 1.12574e+13 3.33113e+13 2.23141e+13
threshold=38.151577750000008 38.096381250000007 55.899899800000007 55.455204450000004 1.5000000000000002 55.784980300000008 55.099723300000008 4.5000000000000009 55.601678500000013 9.5000000000000018 2.5000000000000004 2.5000000000000004 128.92000000000004 55.74310830000001 39.355000000000011 114.05000000000001 110.05000000000001 16.500000000000004 55.591389050000011 55.591389050000011 87.395000000000024 74.610000000000014 2.5000000000000004 5.5000000000000009 46.810000000000009 110.05000000000001 1.5000000000000002 11.500000000000002 56.320495600000008 59.245000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 13 9 8 10 15 -6 -12 16 -5 -15 -3 17 19 -19 -9 21 -21 -23 24 26 -26 -4 -25 29 -29
right_child=-2 2 23 4 7 -7 -8 12 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=4.0328916294771915 -15.581973270870581 2437.3674864624859 5577.7950916187874 -10190.582166466347 32608.998487903227 -29343.970747070314 -55713.335302734376 -9055.1631568299763 10811.721153558567 -35897.630235015371 51041.092217023986 155685.12673339844 92263.121803977279 41278.585386513158 121553.760625 -56872.689574353448 -48979.385473632814 91156.522339928677 9665.7310780400821 7198.5237369432471 -43406.629030539771 103328.58221982759 24301.09582104953 -9562.9113120533129 12985.647625034024 87151.315234375012 -8622.5185743984948 518.31553107056095 20271.399225527523 -24057.667777734376
leaf_weight=1222775 3078672 4976 1192 26 93 40 62 426 311 122 43 32 22 95 55 29 32 46 92 2073 44 29 106 1802 1123 26 1253 1415 652 500
leaf_count=1222775 3078672 4976 1192 26 93 40 62 426 311 122 43 32 22 95 55 29 32 46 92 2073 44 29 106 1802 1123 26 1253 1415 652 500
internal_value=0 38.7028 2574.65 5215.65 12065.2 42445.4 509.789 10105.8 28333.6 1189.69 60769.8 95689.2 7063.59 58761.2 70712.8 2093.71 6405.44 7034.82 36829.3 5499.47 8252.71 9282.15 41277.4 -328.683 3531.87 14663.9 -1699.5 -3504.42 748.553 -5898.39
internal_weight=0 1.23949e+06 16717 8754 3565 216 5189 3349 479 5127 168 75 2870 176 150 5005 2848 2816 138 2678 2252 2208 135 7963 3594 1149 2445 4369 2567 1915
internal_count=4318164 1239492 16717 8754 3565 216 5189 3349 479 5127 168 75 2870 176 150 5005 2848 2816 138 2678 2252 2208 135 7963 3594 1149 2445 4369 2567 1915
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=31
num_cat=0
split_feature=1 3 4 5 0 5 5 0 5 2 3 0 1 5 0 1 3 3 0 5 5 0 5 5 1 1 0 0 3 2
split_gain=2.5805e+11 1.41301e+12 2.95059e+12 2.82427e+12 5.38162e+12 5.43148e+12 4.12006e+12 6.61774e+12 3.49699e+12 2.66037e+12 2.60718e+12 1.23825e+13 1.27363e+13 1.35531e+13 8.52153e+12 1.14781e+13 8.72737e+12 2.08198e+13 1.15927e+13 9.75188e+12 7.98306e+12 7.089e+12 5.4123e+12 4.80533e+12 4.48612e+12 6.66628e+12 4.35573e+12 3.96421e+12 5.43254e+12 5.13014e+12
threshold=86.067573200000012 24.500000000000004 3.5000000000000004 76.00500000000001 56.197733450000008 72.705000000000013 101.05000000000001 55.975961550000008 77.00500000000001 8.5000000000000018 17.500000000000004 56.028355650000009 92.815157350000007 61.845000000000006 55.993277250000013 91.398302750000013 23.500000000000004 19.500000000000004 48.713222300000005 68.52500000000002 80.00500000000001 56.093493200000005 79.010000000000005 30.990000000000006 92.928903050000017 92.815157350000007 51.83362145000001 55.388132500000005 22.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 5 -3 7 -5 9 -9 -2 14 13 -13 15 27 17 18 -17 24 -19 23 26 -14 25 -18 -20 28 29 -12
right_child=1 2 -4 6 -6 -7 -8 8 -10 -11 11 12 21 -15 -16 16 19 20 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.9531794537547222 77.112607558974531 -2625.0170534769695 23459.375795355903 -62511.77989062501 22297.565639641947 33205.505533475654 33749.110820312504 -6885.9621523437499 -4480.422027322521 -50133.171845314726 31226.633586090687 -14775.322090336536 -18567.885851949897 -74501.717625868056 9450.594447871923 76841.822172619053 -12716.06613812363 -14873.713593893379 30509.394788018591 63982.057261029411 -57637.631324800539 -22920.794033900671 -18858.895157099185 2182.4054330633348 -4388.0957313629515 26551.497649379286 2583.561516375381 -12381.108116699219 -360.01344022529071 83509.057686183776
leaf_weight=4147874 159987 2625 45 25 94 43 20 25 276 33 102 244 121 45 2138 21 57 613 58 34 47 140 115 1437 166 179 1509 25 43 23
leaf_count=4147874 159987 2625 45 25 94 43 20 25 276 33 102 244 121 45 2138 21 57 613 58 34 47 140 115 1437 166 179 1509 25 43 23
internal_value=0 120.648 -1965.52 -2329.77 -1218.99 -2047.54 -10424.7 -12885.6 -9171.08 -31492.1 160.423 2033.2 -4668.98 -24075.3 4629.15 1183.88 -442.53 -2841.1 3002.37 12557 -17919 -1366.02 2080.48 570.862 8207.66 17067.4 3617.19 24771.1 30299.7 40846.6
internal_weight=0 170290 3186 3141 2762 2668 379 359 334 58 167104 7117 1987 289 5130 2992 2799 2363 1703 436 660 1698 1682 1558 402 236 1567 193 168 125
internal_count=4318164 170290 3186 3141 2762 2668 379 359 334 58 167104 7117 1987 289 5130 2992 2799 2363 1703 436 660 1698 1682 1558 402 236 1567 193 168 125
is_linear=0
shrinkage=0.1


Tree=4769
num_leaves=31
num_cat=0
split_feature=0 1 3 1 5 2 5 3 2 1 1 5 5 2 1 1 0 2 3 3 4 5 5 1 1 3 4 4 4 5
split_gain=2.59042e+11 3.03394e+12 7.88186e+12 8.08348e+12 3.19148e+12 3.25936e+12 2.74051e+12 8.00313e+12 8.73413e+12 7.39327e+12 1.05979e+13 9.28878e+12 7.96429e+12 8.44627e+12 1.17981e+13 7.35802e+12 7.08322e+12 7.38878e+12 9.57509e+12 9.52221e+12 8.02301e+12 8.96334e+12 1.61124e+13 6.92623e+12 1.50209e+13 1.14073e+13 5.87379e+12 4.9231e+12 4.329e+12 4.12715e+12
threshold=44.039893800000009 39.262370300000008 3.5000000000000004 39.188277450000008 36.995000000000012 2.5000000000000004 24.010000000000002 19.500000000000004 11.500000000000002 39.863684800000009 39.899261850000009 20.010000000000002 21.015000000000004 7.5000000000000009 39.726951800000002 39.787929450000007 43.592450450000008 2.5000000000000004 9.5000000000000018 6.5000000000000009 1.0000000180025095e-35 20.010000000000002 19.650000000000002 39.726951800000002 39.739656000000004 3.5000000000000004 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 34.920000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 8 9 12 11 -11 13 16 -15 26 17 20 19 -19 -3 22 23 -22 -25 -26 -14 -12 -13 -8
right_child=-2 6 4 -5 5 -7 29 -9 -10 10 27 28 15 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-17225.91597131822 -4.0492558132106415 -123.45285530977472 -9519.855054370777 66652.692089843753 -73062.698257681041 -23456.5387749566 1763.5229106191955 -56686.771932870375 -60972.156968750001 1297.644436645508 227.34517898338427 30582.214476376488 -1666.940523514093 96881.501990327379 -5753.9800455729164 -52828.698965525073 -8308.7294142871542 -11121.580156304864 -71801.952380952382 42333.494264481706 4683.6991670227053 77130.52398200758 -37738.034258868247 114079.16921037946 -30831.067764559662 68859.353710937503 -18026.159174216824 44149.719741586538 77493.97050253379 10.542847690852376
leaf_weight=27 4203278 172 37 20 26 27 15637 27 25 64 1380 42 408 21 24 43 758 178 21 41 40 33 37 28 22 24 475 26 37 95186
leaf_count=27 4203278 172 37 20 26 27 15637 27 25 64 1380 42 408 21 24 43 758 178 21 41 40 33 37 28 22 24 475 26 37 95186
internal_value=0 148.148 -14724.4 18467.1 -32057.7 -47791.6 165.905 -2430.55 -2054.84 -1674.63 3677.47 29613.8 -5240.39 -478.726 42142.6 -12434.3 -1895.24 6261.51 -7299.2 -1114.01 15403.6 29918 19600 38209.7 56331.9 21181.3 -10467.2 1039.57 52553.5 257.886
internal_weight=0 114886 137 47 90 53 114749 3926 3899 3874 1549 143 2325 1399 45 926 1354 596 240 219 356 184 151 114 74 46 883 1406 79 110823
internal_count=4318164 114886 137 47 90 53 114749 3926 3899 3874 1549 143 2325 1399 45 926 1354 596 240 219 356 184 151 114 74 46 883 1406 79 110823
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=31
num_cat=0
split_feature=5 0 3 5 3 2 5 5 3 1 5 2 3 3 2 2 5 1 2 0 4 1 2 4 2 3 6 5 0 3
split_gain=2.56836e+11 2.22889e+12 3.20635e+12 1.63296e+13 1.2594e+13 6.21421e+12 1.0238e+13 5.34689e+12 4.65891e+12 1.28077e+13 8.28503e+12 1.20687e+13 3.36435e+12 5.21371e+12 3.71712e+12 5.64111e+12 3.33756e+12 5.01478e+12 3.10514e+12 5.04739e+12 3.62032e+12 3.66639e+12 3.30526e+12 4.87159e+12 4.30204e+12 8.22445e+12 7.42744e+12 1.90787e+13 1.21763e+13 1.29281e+13
threshold=107.05000000000001 43.056445700000005 15.500000000000002 142.05000000000004 14.500000000000002 10.500000000000002 120.05000000000001 114.05000000000001 13.500000000000002 47.554129950000011 120.05000000000001 7.5000000000000009 2.5000000000000004 3.5000000000000004 1.5000000000000002 2.5000000000000004 120.05000000000001 47.282206100000003 11.500000000000002 42.966471700000007 1.5000000000000002 47.473138800000008 8.5000000000000018 4.5000000000000009 5.5000000000000009 10.500000000000002 1.5000000000000002 150.04500000000004 42.966471700000007 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 6 7 -4 12 10 -10 -12 16 14 -14 -16 -2 -18 20 -20 21 -15 24 -24 -22 26 28 -28 29 -26
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 13 18 15 -17 17 -19 19 -21 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=3.4692903460559799 -44169.85726841518 -266.66817233686191 -55669.015693359383 46041.22477964744 65759.586962890622 1934.6919242527174 -86199.64840303309 10650.273342993953 1151.7136430789265 37852.959807054925 -121249.998125 -24833.23775337838 -6685.6946093750003 8209.2909830729168 81432.788264266317 16505.871105957031 38466.243251953121 -23122.952303685899 60804.093082682288 -6327.0866815476193 2197.1428947944728 -42839.830428538611 -2046.2004684860644 -47816.608656249999 -82182.651712740393 -6082.66794168863 54260.309219041519 -22294.905777616281 24341.462747439826 6758.6461026278412
leaf_weight=4232515 28 82765 20 39 32 46 34 31 39 33 20 37 20 24 23 32 20 39 24 21 1369 34 333 25 26 166 134 43 148 44
leaf_count=4232515 28 82765 20 39 32 46 34 31 39 33 20 37 20 24 23 32 20 39 24 21 1369 34 333 25 26 166 134 43 148 44
internal_value=0 -171.442 2561.36 -10761.2 3395.86 -27671.9 -43694.2 -15357.3 2651.78 -15889.7 -34363.7 -58663.7 3588.65 4270.5 30232.4 43657.1 -15738.2 -2245.26 3456.14 29476.2 2957.03 -21716.1 3582.49 -5242.46 5219.45 12594.7 20444 35662.1 8087.93 -26276.7
internal_weight=0 85649 2884 170 2714 131 85 51 2682 129 96 57 2553 2466 75 55 87 59 2391 45 2346 58 2288 358 1930 561 395 177 218 70
internal_count=4318164 85649 2884 170 2714 131 85 51 2682 129 96 57 2553 2466 75 55 87 59 2391 45 2346 58 2288 358 1930 561 395 177 218 70
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=31
num_cat=0
split_feature=5 3 4 5 2 6 0 0 5 0 1 5 1 0 5 5 1 3 1 2 2 3 5 5 5 1 0 3 3 1
split_gain=2.59953e+11 2.28767e+12 8.92796e+12 1.13591e+13 1.02556e+13 2.28468e+12 5.56801e+12 6.49327e+12 1.37755e+13 8.24165e+12 6.44155e+12 1.54576e+13 3.28719e+13 2.64315e+13 2.18314e+13 2.43636e+13 1.52187e+13 3.88341e+13 1.44336e+13 3.21436e+13 1.35072e+13 1.92818e+13 4.67064e+13 1.66954e+13 1.7546e+13 1.27719e+13 1.14989e+13 1.05841e+13 1.8103e+13 1.50012e+13
threshold=81.910000000000011 37.500000000000007 1.5000000000000002 89.00500000000001 20.500000000000004 1.5000000000000002 45.087005000000012 45.112033650000008 110.05000000000001 45.098908000000009 38.969379750000009 85.020000000000024 38.911476500000006 45.055827000000008 103.45000000000002 102.01000000000001 38.959914000000005 20.500000000000004 34.359746700000009 7.5000000000000009 4.5000000000000009 5.5000000000000009 116.06000000000002 107.05000000000001 142.05000000000004 38.058342000000003 44.732363600000006 20.500000000000004 17.500000000000004 37.998366300000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 10 8 9 -8 11 12 -2 -14 15 18 20 -18 19 26 21 25 -23 -22 27 -16 -13 28 29 -25
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12 14 13 -15 16 -17 17 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-7.6464301358147111 8245.9204288661203 43071.475618489581 -100335.52041538784 2060.8596390206471 -7889.362202380953 260.08047488510778 2495.3879377547555 -417.24703237464865 -86904.508251953128 -29833.178357747398 812.3400032124481 151267.32050781252 171503.31817626953 45011.308398437504 -15572.609278534679 -78720.545472301135 103435.34511606069 -4663.5990693933827 -6041.9268996859892 -46864.95259375 -33492.548740433675 16904.138854631699 -160038.47496995193 19935.367601996528 -7955.3229787427326 74023.025172776441 45318.490364583333 74213.641083984388 -25548.137946428571 111226.06889973959
leaf_weight=3935898 214 24 28 70 21 251110 230 119003 24 120 9793 20 24 53 41 44 65 68 849 25 49 35 26 45 86 26 21 80 42 30
leaf_count=3935898 214 24 28 70 21 251110 230 119003 24 120 9793 20 24 53 41 44 65 68 849 25 49 35 26 45 86 26 21 80 42 30
internal_value=0 78.7294 -12567.1 -23788.3 -60715.7 83.4618 -255.06 -458.593 -13614.3 -8588.69 1833.04 7256.65 28406.5 84437.4 3291.04 -6035.34 18373.7 48166.7 -2540.09 42506.2 9759.6 -17837.8 -58514 20399.5 29730.7 19195.8 97000.8 46182.5 27015.8 56451.6
internal_weight=0 382266 143 119 49 382123 131013 119377 374 350 11636 1843 291 77 1552 959 593 133 915 66 460 128 61 332 283 67 41 197 117 75
internal_count=4318164 382266 143 119 49 382123 131013 119377 374 350 11636 1843 291 77 1552 959 593 133 915 66 460 128 61 332 283 67 41 197 117 75
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=31
num_cat=0
split_feature=5 4 2 6 3 5 5 2 2 3 3 2 2 1 1 1 1 1 1 1 5 2 1 1 5 1 4 0 1 5
split_gain=2.87774e+11 1.65358e+12 4.52706e+12 3.84894e+12 5.95858e+12 3.35495e+12 6.92887e+12 5.02226e+12 4.23932e+12 1.61568e+12 1.04677e+13 2.0064e+13 3.65452e+13 2.15993e+13 2.4354e+13 1.59179e+13 3.38529e+13 2.35108e+13 2.06782e+13 1.32371e+13 2.73472e+13 1.4293e+13 1.17789e+13 1.43796e+13 2.39395e+13 2.47443e+13 1.29453e+13 1.10745e+13 2.28167e+13 4.32349e+13
threshold=96.015000000000015 5.5000000000000009 9.5000000000000018 1.5000000000000002 9.5000000000000018 75.750000000000014 63.855000000000011 3.5000000000000004 6.5000000000000009 11.500000000000002 12.500000000000002 6.5000000000000009 7.5000000000000009 82.91993380000001 82.945329900000004 30.315880100000005 38.959914000000005 37.098288800000006 37.615058950000012 83.093115700000013 120.05000000000001 9.5000000000000018 38.984911950000004 40.247294600000011 123.15000000000002 49.111504200000006 3.5000000000000004 45.063245200000004 38.975980350000007 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -9 -2 11 13 15 27 -15 -13 17 -17 -19 -14 21 -21 -18 -24 26 -26 -25 28 29 -11
right_child=9 2 -4 5 -6 -7 -8 8 -10 10 -12 12 19 14 -16 16 22 18 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=5.3628383157577613 -429.65473255470692 -69948.282304687498 -50521.690574048916 -35581.639670138888 -2514.3384046052633 -21330.727444618627 62050.296908967401 47049.931971153848 -4818.5269116210939 -13551.203741992187 -172.24535044128945 -19659.886941964287 6592.433244702549 120812.37701322115 16639.765848894818 25310.696000162759 -36658.341614583333 183212.95689655174 78857.329829545459 -50785.529968261719 -100260.57810329861 32466.362045393322 79807.860123005332 9847.9623026808658 5079.2306250000001 120213.31242187502 -69401.907413736975 -607.369256622384 -3520.6830026777966 -120627.10995370371
leaf_weight=4168359 83245 20 23 27 38 38 23 26 40 125 60104 49 2590 26 164 45 30 29 55 32 36 58 47 146 35 40 24 2195 441 54
leaf_count=4168359 83245 20 23 27 38 38 23 26 40 125 60104 49 2590 26 164 45 30 29 55 32 36 58 47 146 35 40 24 2195 441 54
internal_value=0 4.88994 -8383.27 -3811.64 -25767.4 4457.42 12905.3 751.106 15614.5 -136.285 231.925 4136.81 9626.43 -1738.28 30895 34471.3 40352.5 83638.1 114885 5052.63 -26599 2865.69 23011.4 29141.9 19422.3 66484.1 -1340.25 -3940.87 -15742.6 -45853.4
internal_weight=0 4.16859e+06 235 212 58 154 116 93 66 149570 66325 6221 3216 3005 190 500 451 129 84 2716 126 90 322 292 245 75 170 2815 620 179
internal_count=4318164 4168594 235 212 58 154 116 93 66 149570 66325 6221 3216 3005 190 500 451 129 84 2716 126 90 322 292 245 75 170 2815 620 179
is_linear=0
shrinkage=0.1


Tree=4773
num_leaves=31
num_cat=0
split_feature=5 1 1 3 2 1 1 4 1 1 1 0 4 2 1 3 0 0 1 1 0 0 0 2 4 2 1 1 2 4
split_gain=2.70637e+11 9.49219e+11 1.36961e+12 7.75509e+12 1.35238e+12 8.75503e+11 8.60655e+12 5.16913e+12 5.08301e+12 6.89919e+12 6.54448e+12 1.05911e+13 1.01481e+13 6.84464e+12 5.58672e+12 4.29133e+12 8.33298e+12 1.14095e+13 9.14898e+12 9.80211e+12 4.84274e+12 8.29621e+12 6.34638e+12 9.39802e+12 1.54226e+13 4.79962e+12 6.78612e+12 4.59605e+12 3.96234e+12 4.46143e+12
threshold=225.45000000000002 114.17164950000002 93.043229050000022 4.5000000000000009 4.5000000000000009 60.601268000000012 61.310823700000007 2.5000000000000004 57.550671000000001 56.022377500000012 50.888703650000004 55.74310830000001 3.5000000000000004 2.5000000000000004 53.140944450000006 4.5000000000000009 54.99493995000001 54.736324100000012 82.926290250000008 65.551978750000004 55.046835900000012 55.061033200000004 57.157092150000004 4.5000000000000009 2.5000000000000004 10.500000000000002 82.945329900000004 82.907204800000002 6.5000000000000009 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 8 7 -7 9 10 -2 12 -12 -13 -15 16 17 -8 19 -18 25 -22 23 24 -23 26 27 -17 29 -28
right_child=1 -3 3 4 -6 6 15 -9 -10 -11 11 13 -14 14 -16 20 18 -19 -20 -21 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.7868940989764166 355.05356978313716 -13650.334930555555 48510.944178602433 4451.2874822443182 -29873.766524251303 -8715.7887207031254 7572.6057210286453 -65555.102899169928 25403.074200994321 -41907.223247466223 19992.498991642442 34541.145675223219 98213.896469907413 -66099.038244047624 4527.7398111979164 -11613.327872983871 59.156575520833343 -65663.058839768622 9098.5034007352933 -79647.943561921304 72488.409400475546 7118.447531609786 -36064.393797019678 2579.4010629734853 107070.10332031251 43471.231119791672 -31804.693463418651 -71377.100355113638 41548.188417119571 1553.6087406460792
leaf_weight=4313902 2416 45 36 22 24 32 36 32 88 37 43 28 27 21 24 31 36 52 221 27 23 38 27 165 26 24 43 22 23 593
leaf_count=4313902 2416 45 36 22 24 32 36 32 88 37 43 28 27 21 24 31 36 52 221 27 23 38 27 165 26 24 43 22 23 593
internal_value=0 796.475 950.638 13748.2 -13457.4 696.854 -1282.16 -37135.4 1766.73 965.498 1585.38 22372 50163.6 -4277.56 -28431.4 372.21 -8815.75 -35703 -484.492 -34101 3739.62 14958.5 9789.79 15196.2 47723.8 -513.184 -1995.8 -36420.9 772.832 -701.748
internal_weight=0 4262 4217 82 46 4135 1451 64 2684 2596 2559 143 70 73 45 1387 372 88 284 63 1015 279 256 229 64 736 712 53 659 636
internal_count=4318164 4262 4217 82 46 4135 1451 64 2684 2596 2559 143 70 73 45 1387 372 88 284 63 1015 279 256 229 64 736 712 53 659 636
is_linear=0
shrinkage=0.1


Tree=4774
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 6 0 0 5 3 0 3 3 5 4 5 5 0 5 5 0 3 3 2 5 5 5 5 5 5
split_gain=2.66841e+11 6.73564e+12 6.48165e+13 1.32334e+14 8.87268e+13 1.00941e+14 6.26462e+13 5.39757e+13 5.18676e+13 5.05505e+13 4.68877e+13 8.36406e+13 4.26292e+13 4.04394e+13 3.32336e+13 3.74155e+13 6.04761e+13 3.25367e+13 3.09626e+13 5.99884e+13 3.04228e+13 3.89634e+13 4.73256e+13 3.75719e+13 2.81667e+13 2.9975e+13 2.80319e+13 3.36663e+13 2.74991e+13 2.90159e+13
threshold=37.855187800000003 37.869926150000005 55.664473600000008 55.745923000000012 20.500000000000004 1.5000000000000002 55.674875350000008 55.68356880000001 56.005000000000003 15.500000000000002 55.812836050000008 14.500000000000002 29.500000000000004 58.040000000000006 2.5000000000000004 56.205000000000005 70.00500000000001 55.657530000000008 65.50500000000001 59.810000000000009 55.695992150000002 16.500000000000004 9.5000000000000018 4.5000000000000009 22.030000000000005 81.00500000000001 52.020000000000003 50.805000000000007 43.005000000000003 41.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -4 -8 28 10 -5 -12 14 -11 18 -16 -17 -7 19 -10 21 22 -9 -22 -24 -26 27 -25 29 -6
right_child=1 -3 3 9 8 17 7 20 12 13 11 -13 -14 -15 15 16 -18 -19 -20 -21 23 -23 24 26 25 -27 -28 -29 -30 -31
leaf_value=42.808915015605152 15342.697420498136 -3.8802571454454498 3986.278962163703 -34919.615374134904 -13199.859502680658 -29515.434867239135 51783.254682304287 -41808.970504871046 -75413.036382915641 -5434.9745422820088 -11347.330679690493 66153.226989830291 48308.706747159093 19193.44282541328 -138790.0323275862 112573.40912298388 -34374.864902343754 3352.9455444044602 -128981.95215097403 44909.003271484376 9912.9884352962545 -20023.248695785282 -37145.436965460533 39963.559581208036 64465.239048208845 -62837.49945800782 69908.381585518975 -78376.82677083333 19235.10419519529 -60136.047399068324
leaf_weight=1088901 1708 3212107 2486 806 724 1071 632 83 303 1737 3514 145 44 1082 29 31 290 419 77 48 452 378 38 121 246 20 280 30 201 161
leaf_count=1088901 1708 3212107 2486 806 724 1071 632 83 303 1737 3514 145 44 1082 29 31 290 419 77 48 452 378 38 121 246 20 280 30 201 161
internal_value=0 -14.4351 -1990.61 2010.51 -11433.1 -1251.04 14965.9 26937.5 -28499.3 -6466.33 -13085.7 -8276.11 -47450.6 4018 -52866.3 -30011 -20183.6 -20272.6 -71556.4 -58958.7 17409.3 2812.08 25116.4 30055.8 43388.7 54893.6 51180.1 16452.2 -14155 -21738.5
internal_weight=0 3.22926e+06 17156 12050 5106 3198 4766 2280 1908 7284 4465 3659 822 2819 778 350 321 1490 428 351 1648 765 387 883 304 266 431 151 1086 885
internal_count=4318164 3229263 17156 12050 5106 3198 4766 2280 1908 7284 4465 3659 822 2819 778 350 321 1490 428 351 1648 765 387 883 304 266 431 151 1086 885
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=31
num_cat=0
split_feature=3 1 3 5 5 0 1 3 1 3 0 5 0 1 5 5 5 1 2 2 4 5 2 1 5 2 1 5 5 0
split_gain=2.80191e+11 2.74122e+12 7.81221e+12 1.10139e+13 1.21627e+13 8.03968e+12 1.8787e+13 1.05749e+13 6.98963e+12 4.85071e+13 3.88139e+13 1.59768e+13 1.4818e+13 1.77692e+13 1.69457e+13 1.15064e+13 1.32152e+13 9.36635e+12 9.25212e+12 1.40906e+13 3.00951e+13 2.13061e+13 7.36847e+12 6.71452e+12 6.51337e+12 6.89574e+12 8.10052e+12 6.90565e+12 6.44007e+12 7.02768e+12
threshold=27.500000000000004 37.832345550000007 30.500000000000004 142.05000000000004 118.33500000000002 56.802385350000009 56.135466100000009 28.500000000000004 37.542000650000013 29.500000000000004 55.834684950000003 32.615000000000009 55.751981950000008 37.66934650000001 42.895000000000003 44.905000000000008 68.00500000000001 37.692869000000009 8.5000000000000018 5.5000000000000009 1.5000000000000002 45.985000000000007 9.5000000000000018 37.855187800000003 98.020000000000024 7.5000000000000009 37.559851850000008 104.75000000000001 95.020000000000024 55.834684950000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 -7 -8 -2 10 11 17 13 14 -13 -16 -17 -10 19 21 -21 -14 -15 -4 28 -26 -27 -28 -11 -30
right_child=1 2 23 -5 -6 6 7 -9 9 24 -12 12 18 22 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=2.4094123011447088 -1210.5629020460417 -8479.4034137164581 -10628.269640889839 -70111.452110877406 55641.784339488637 -57947.677531403191 51056.526017495868 2117.4904679066053 -73992.521921874999 461.91887459315768 130645.18014705883 107586.09137500002 -54419.077678571433 -65057.785965401788 -39950.323553240742 75733.25020073785 -25649.513315429689 4033.9341259765629 47978.828416193188 69961.31886718751 -87377.834425403227 56476.725992345338 -6955.4272086095334 1175.1256247768931 68983.191526442315 -42383.161718750001 53643.2265625 -6980.8283318014701 -8956.4675606863839 -58597.705803571436
leaf_weight=4279873 14663 2576 519 26 33 51 46 1100 25 11433 34 25 21 28 27 36 20 40 275 20 31 99 99 6751 26 22 42 34 154 35
leaf_count=4279873 14663 2576 519 26 33 51 46 1100 25 11433 34 25 21 28 27 36 20 40 275 20 31 99 99 6751 26 22 42 34 154 35
internal_value=0 -269.305 -1593.4 -5247.17 -4804.06 -5332.74 1439.02 4081.88 271.359 2006.1 26154.8 21392.5 25913.8 5592.32 35411.1 13671.7 39525.1 -25976.2 36621.3 18356.2 -25676.2 37070 -19765.4 332.49 402.495 23200 11053.4 26521.9 159.259 -18149.3
internal_weight=0 38291 11102 3832 3806 3773 1197 1146 27189 12526 780 746 681 235 108 83 56 65 446 171 51 120 127 7270 11746 124 98 76 11622 189
internal_count=4318164 38291 11102 3832 3806 3773 1197 1146 27189 12526 780 746 681 235 108 83 56 65 446 171 51 120 127 7270 11746 124 98 76 11622 189
is_linear=0
shrinkage=0.1


Tree=4776
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 0 0 3 3 0 3 5 0 6 5 5 0 0 1 5 5 3 3 0 5 2 0
split_gain=2.62783e+11 3.22731e+12 1.87703e+13 3.80102e+13 2.17843e+13 7.18341e+13 2.09663e+13 1.70093e+13 1.65672e+13 4.69623e+13 2.35991e+13 2.21945e+13 2.08073e+13 2.01254e+13 1.82954e+13 1.77707e+13 1.66238e+13 2.50694e+13 2.37681e+13 1.98341e+13 1.59598e+13 2.10984e+13 1.58567e+13 1.55871e+13 1.41442e+13 1.83584e+13 1.4677e+13 1.40698e+13 1.39574e+13 1.29811e+13
threshold=61.284352600000013 57.550671000000001 57.057093650000006 57.814144100000007 56.367862600000002 55.601678500000013 55.518428350000008 60.58031445000001 54.484631300000011 55.110554300000004 12.500000000000002 8.5000000000000018 55.030402950000003 7.5000000000000009 109.05000000000001 53.516665650000007 1.5000000000000002 88.015000000000015 110.05000000000001 55.173809400000003 55.160271200000004 59.76223980000001 78.710000000000022 125.85000000000001 13.500000000000002 14.500000000000002 57.945214300000011 49.010000000000012 7.5000000000000009 54.970187400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 27 5 6 8 24 14 11 20 13 -13 29 15 -3 19 -18 -19 -12 23 -22 -14 -11 26 28 -5 -4 -26 -10
right_child=-2 2 3 7 -6 -7 -8 -9 9 10 16 12 22 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=12.271283273178341 37.551838474974019 389.05831511086342 -6500.8815986711215 2472.4286722473116 387.89502718172946 -27615.514837077586 50203.895730669072 -21615.306431669811 -23854.276346645434 3692.6039105221412 9629.8474440982736 5556.3212713926541 -27329.756809925708 86723.127405894891 -39412.637254050933 12901.792583683644 8885.6558230674818 70872.97997771787 8462.0444974810162 -14114.669399653254 -17898.053515309399 -3129.2524249778985 -72982.648885672432 -80748.741406250003 15943.651580677863 6063.3756039268092 -3903.6891942727689 -17785.435081264233 -71344.780724046504 -6254.0952035200899
leaf_weight=2803895 1301749 9039 2546 9014 160332 1097 78 389 506 3441 867 181 807 22 108 1298 1090 142 107 592 1083 9054 84 22 23 95 6022 1952 90 2439
leaf_count=2803895 1301749 9039 2546 9014 160332 1097 78 389 506 3441 867 181 807 22 108 1298 1090 142 107 592 1083 9054 84 22 23 95 6022 1952 90 2439
internal_value=0 -16.2057 -391.918 -3297.23 -87.9148 -2467.66 -1576.6 -966.43 -1707.39 -3363.22 -984.151 -13022 -25354.4 -8566.26 1532.47 1960.26 7379.54 15425.5 44053.8 -4.66522 -2704.86 -4707.1 -31633.7 3156.16 -439.507 -26338 -81.2413 -11398 -53578.1 -9278.1
internal_weight=0 3.01642e+06 212520 20131 192389 32057 30960 15633 30882 20437 16398 4039 1072 2967 10445 10337 2798 1339 249 1459 13600 10137 891 3463 15244 208 15036 4498 113 2945
internal_count=4318164 3016415 212520 20131 192389 32057 30960 15633 30882 20437 16398 4039 1072 2967 10445 10337 2798 1339 249 1459 13600 10137 891 3463 15244 208 15036 4498 113 2945
is_linear=0
shrinkage=0.1


Tree=4777
num_leaves=31
num_cat=0
split_feature=3 0 4 2 3 3 5 5 0 3 5 5 5 5 6 2 4 1 5 5 5 2 5 4 5 5 0 2 5 5
split_gain=2.95016e+11 2.60934e+12 4.96286e+12 8.84659e+12 4.80643e+12 6.84827e+12 1.65795e+13 4.62483e+13 1.6544e+13 1.58519e+13 2.96769e+13 6.3829e+13 1.56993e+14 3.16551e+13 2.69991e+13 2.45574e+13 1.9585e+13 1.93739e+13 3.55145e+13 8.27634e+13 7.57901e+13 3.62185e+13 1.76208e+13 1.6243e+13 1.58363e+13 1.32082e+13 3.87259e+13 2.77321e+13 1.30254e+13 1.14246e+13
threshold=10.500000000000002 43.592450450000008 4.5000000000000009 10.500000000000002 18.500000000000004 16.500000000000004 150.04500000000004 132.05000000000004 43.465905150000005 17.500000000000004 80.815000000000012 56.005000000000003 53.995000000000012 88.015000000000015 1.5000000000000002 3.5000000000000004 2.5000000000000004 39.739656000000004 60.005000000000003 48.945000000000007 68.52500000000002 4.5000000000000009 48.510000000000012 2.5000000000000004 44.905000000000008 60.905000000000008 43.514103700000014 5.5000000000000009 118.33500000000002 65.905000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 28 10 11 12 15 -12 -13 -10 29 18 19 21 -20 -11 24 -22 -17 26 -19 -27 -7 -16
right_child=1 -3 3 -5 -6 6 -8 -9 9 17 13 14 -14 -15 16 22 -18 25 20 -21 23 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=20.349995837007906 1306.9681515688339 -45.895575474523902 2652.7459134615383 -74512.23637898764 -2957.3221588260353 -6321.7660780261294 78708.492140151517 -113781.92706023186 -43399.795924014143 63763.373516680746 191597.95685369321 70496.001971726189 295319.25820312503 45754.887822690216 -56509.586153371718 41256.548038903064 -129133.37396334135 -19718.506174395163 140124.80620777028 -228342.26416903408 -102165.39705528847 -66745.099490234381 -24628.198235985543 5823.5481250000003 129045.11881009616 -97947.685312500005 130891.07806332238 41380.853375000006 58319.136588541667 19730.352057291668
leaf_weight=2688514 11637 1614339 39 24 2187 563 33 31 42 37 22 21 24 46 57 98 26 31 37 22 26 50 31 30 26 20 38 50 33 30
leaf_count=2688514 11637 1614339 39 24 2187 563 33 31 42 37 22 21 24 46 57 98 26 31 37 22 26 50 31 30 26 20 38 50 33 30
internal_value=0 -33.5724 1265.74 -26743.4 1381.47 2107.98 8653.85 6991.88 9744.81 19486.3 32419.4 20826.8 53844.8 92939.4 -33628.3 24426.6 -52978.8 3443.29 -16329.3 -55060 29064.8 -11241.5 42805.4 -44314.2 59663.8 32177.5 63225.9 1572.7 -2742.66 -30220
internal_weight=0 1.62965e+06 15311 63 15248 13061 1424 1391 1360 764 423 355 221 68 134 197 113 341 202 109 93 87 155 56 124 139 69 70 596 87
internal_count=4318164 1629650 15311 63 15248 13061 1424 1391 1360 764 423 355 221 68 134 197 113 341 202 109 93 87 155 56 124 139 69 70 596 87
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=31
num_cat=0
split_feature=4 0 0 3 3 5 0 3 3 3 3 5 5 0 0 0 2 0 3 0 2 2 2 1 2 1 3 3 0 4
split_gain=2.69352e+11 1.73309e+12 9.94883e+12 1.86392e+13 6.75861e+12 5.62698e+12 6.99108e+12 1.09155e+13 1.362e+13 1.36739e+13 1.71406e+13 1.63187e+13 1.20249e+13 1.96055e+13 3.11984e+13 2.90968e+13 1.94287e+13 1.7797e+13 1.07705e+13 8.78444e+12 8.37629e+12 2.86781e+13 5.87948e+12 5.49572e+12 1.39206e+13 1.15813e+13 1.37354e+13 1.04748e+13 1.15785e+13 1.81111e+13
threshold=4.5000000000000009 56.320495600000008 56.301440000000007 5.5000000000000009 3.5000000000000004 177.02500000000003 59.963407450000012 15.500000000000002 8.5000000000000018 4.5000000000000009 3.5000000000000004 225.45000000000002 225.45000000000002 59.916647550000008 59.939091550000008 56.831297550000009 3.5000000000000004 59.932719750000011 2.5000000000000004 57.157092150000004 4.5000000000000009 2.5000000000000004 14.500000000000002 37.767735350000002 3.5000000000000004 37.792847950000002 10.500000000000002 5.5000000000000009 55.455204450000004 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 4 -4 -3 7 8 9 10 18 -12 13 15 17 -11 -17 -15 -7 -14 21 -10 -9 24 27 26 -25 28 -2 -30
right_child=1 5 3 -5 -6 6 -8 22 20 12 11 -13 19 14 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-1.4432555350877527 7973.7218311330216 490.78349117657672 -42901.469619455645 8722.514618644067 -115374.14673295454 -24182.361979166668 -12727.326486259595 92407.585750000013 -40950.078828124999 10598.006978462838 -107247.16219951923 9774.4357599431823 43140.776438210232 16190.871522177418 70591.711526988642 185815.70185185186 66926.410463169654 -95996.216646634624 48332.094762731489 -37065.51094292535 -27770.778664127069 113640.91796875 27227.823840725807 71796.852437500012 -13525.211052083701 636.43443515133117 -4810.9913707386359 19235.838537677966 -12625.232277610085 -114066.72897727274
leaf_weight=4303792 187 3748 31 59 22 33 114 25 30 37 26 22 22 31 55 27 28 26 54 36 121 20 31 50 887 8192 44 304 88 22
leaf_count=4303792 187 3748 31 59 22 33 114 25 30 37 26 22 22 31 55 27 28 26 54 36 121 20 31 50 887 8192 44 304 88 22
internal_value=0 432.193 -307.535 -29942.4 -72984.5 2062.36 10043.8 14203.9 10051 20213.9 -5640.54 -53612.3 33535.8 44959.1 16862.1 79164 125290 -34982.2 20826.6 -6642.44 -13543.6 20886.3 56325.9 32.0503 -5563.55 1036.91 35937.9 6186.84 -7169.71 -32913.5
internal_weight=0 14372 9886 112 53 4486 738 624 568 397 135 48 262 204 112 92 55 57 87 58 171 50 56 9774 1488 8286 94 601 297 110
internal_count=4318164 14372 9886 112 53 4486 738 624 568 397 135 48 262 204 112 92 55 57 87 58 171 50 56 9774 1488 8286 94 601 297 110
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=31
num_cat=0
split_feature=5 1 0 1 4 5 4 1 0 5 0 0 3 3 2 1 3 5 5 3 0 0 3 1 0 1 2 5 2 5
split_gain=2.77407e+11 4.45148e+12 1.86518e+13 1.54661e+13 2.22725e+13 1.34936e+13 1.65878e+13 1.24084e+13 1.569e+13 2.132e+13 1.63923e+13 1.57554e+13 1.29345e+13 1.50023e+13 1.44527e+13 1.25874e+13 1.11095e+13 1.50802e+13 1.12763e+13 1.03685e+13 9.13208e+12 8.85019e+12 1.01952e+13 8.08469e+12 1.61246e+13 1.324e+13 3.33625e+13 5.47108e+13 6.17316e+13 3.20599e+13
threshold=98.020000000000024 39.021425200000003 44.226894250000008 39.041623000000008 3.5000000000000004 177.02500000000003 4.5000000000000009 39.036172050000012 45.053747000000008 107.05000000000001 45.022371150000005 45.03656895000001 22.500000000000004 14.500000000000002 14.500000000000002 39.027779200000005 6.5000000000000009 107.05000000000001 110.05000000000001 5.5000000000000009 45.053747000000008 45.070824200000011 15.500000000000002 38.975980350000007 45.013473000000012 38.969379750000009 9.5000000000000018 114.05000000000001 10.500000000000002 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 8 9 11 -11 -3 13 16 15 -15 18 -18 -10 -20 -8 22 -9 25 -25 -4 29 -28 -29 -27
right_child=1 3 23 -5 5 -7 20 21 12 10 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=4.5618825733963391 86956.243625000003 -85849.669750976565 505.18989522021531 -427.71707767327501 6075.4863902479119 -46852.10098214286 121924.37723144531 -33379.573470052084 -65541.637720665574 10916.725544945988 92814.47595982143 5121.685714656749 45095.534500000002 -104987.02921142579 -12747.746858377661 -44874.496949972323 42869.247455107281 -30126.446843112244 49773.787567934785 -46252.457741477272 37217.810055803573 -2103.7155970982144 -101472.02761627908 -38011.823616914968 5753.0867479562403 2684.515068304202 -19771.587845877613 126067.70128968253 16250.125820240959 -35529.579705916141
leaf_weight=4182669 25 32 44833 83836 202 35 20 45 52 81 35 47 25 48 94 127 67 49 23 22 35 28 43 86 3990 354 347 63 273 578
leaf_count=4182669 25 32 44833 83836 202 35 20 45 52 81 35 47 25 48 94 127 67 49 23 22 35 28 43 86 3990 354 347 63 273 578
internal_value=0 -140.823 602.206 -582.979 -12309.6 11399.1 19332.1 -20772.9 -15766.3 8339.95 35627.3 -31727.5 -25037.9 -28675.5 -44374.4 -61362.5 -8849.19 12034.9 -33823.9 2827.62 68020.2 -51071.4 -66652 559.477 4829.69 184.749 -8710.82 8078.78 36840.9 -21014.8
internal_weight=0 135495 50549 84946 1110 292 257 818 702 195 116 79 507 482 269 175 213 116 97 45 55 116 88 50524 4076 46448 1615 683 336 932
internal_count=4318164 135495 50549 84946 1110 292 257 818 702 195 116 79 507 482 269 175 213 116 97 45 55 116 88 50524 4076 46448 1615 683 336 932
is_linear=0
shrinkage=0.1


Tree=4780
num_leaves=31
num_cat=0
split_feature=1 2 0 5 0 1 3 4 5 3 3 4 2 5 6 0 3 5 3 2 1 5 5 1 5 2 0 5 2 5
split_gain=2.66292e+11 1.24338e+12 3.86938e+12 6.81476e+12 5.80085e+12 4.67686e+12 6.23022e+12 4.65952e+12 4.64559e+12 4.61637e+12 4.38767e+12 4.34533e+12 5.90006e+12 4.70659e+12 6.45102e+12 1.68006e+13 1.28401e+13 1.01662e+13 7.36263e+12 6.74329e+12 6.63109e+12 6.4745e+12 1.08013e+13 6.40153e+12 5.80533e+12 1.09268e+13 5.64911e+12 5.40584e+12 6.03945e+12 6.37331e+12
threshold=83.000022850000008 9.5000000000000018 54.978840000000005 30.025000000000002 54.99493995000001 83.053286850000021 11.500000000000002 4.5000000000000009 61.405000000000008 10.500000000000002 16.500000000000004 3.5000000000000004 21.500000000000004 56.835000000000008 1.5000000000000002 55.014086100000007 24.500000000000004 114.05000000000001 25.500000000000004 20.500000000000004 83.002084650000015 107.05000000000001 91.050000000000011 83.003420700000007 87.395000000000024 16.500000000000004 55.055104550000003 57.405000000000008 16.500000000000004 71.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 9 6 8 11 -3 -5 -8 13 -13 -6 15 16 20 23 19 21 -15 22 27 26 -25 -26 -17 -16 29 -29
right_child=1 2 3 4 7 -7 10 -9 -10 -11 -12 12 -14 14 18 17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=9.3409284144167355 -12.45139236775808 16078.911614583334 7109.2360264489826 15609.290552761129 -126.28478747705866 585.95537498382498 -2170.381332426899 -31757.775613839287 75814.626290760862 -10501.099181228068 14458.049201042269 11172.079342777693 -36929.373509837962 -21450.353413722827 -18676.227822495792 -7319.8188540787642 -40019.05991299716 68687.749916992194 12807.368595709413 -28191.963490513393 10123.831060397773 -31319.452203704499 11389.803297412958 -1119.4205226678096 -25905.631182835576 15531.064037805316 -31658.917307692307 -2825.0938378429014 4651.5308921203614 -9960.4885558452806
leaf_weight=3782924 476394 30 1032 73 25317 12032 311 49 23 935 324 459 27 69 297 1148 55 20 233 126 1847 91 403 7834 237 87 104 2852 600 2231
leaf_count=3782924 476394 30 1032 73 25317 12032 311 49 23 935 324 459 27 69 297 1148 55 20 233 126 1847 91 403 7834 237 87 104 2852 600 2231
internal_value=0 -66.019 -499.682 -925.508 -1109.39 1044.48 9063.26 -937.887 42002 -8610.17 6314.05 -903.594 8499.78 -1008.53 -2233.48 -777.327 7619.28 -2532.33 -4663.1 -5279.86 8986.76 -4833.94 -4456.34 -2683.7 -1661.92 -14779.1 -9341.6 -5524.24 -4836.9 -5956.92
internal_weight=0 535240 58846 46126 45094 12720 688 44086 53 1008 635 44037 486 43551 18234 11401 1971 9430 6833 6600 1916 6474 6383 9410 8158 324 1252 5980 5683 5083
internal_count=4318164 535240 58846 46126 45094 12720 688 44086 53 1008 635 44037 486 43551 18234 11401 1971 9430 6833 6600 1916 6474 6383 9410 8158 324 1252 5980 5683 5083
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=31
num_cat=0
split_feature=3 5 1 1 1 5 0 0 4 0 5 1 1 5 5 1 0 0 5 1 4 5 4 1 1 1 1 1 1 0
split_gain=2.63472e+11 1.86975e+12 2.9449e+12 3.40102e+12 3.90803e+12 3.01411e+12 2.90134e+12 6.1786e+12 4.42034e+12 1.36143e+13 4.17893e+12 4.21233e+12 6.29748e+12 7.3447e+12 6.0355e+12 4.69022e+12 3.89896e+12 9.82554e+12 9.70958e+12 7.70373e+12 4.15745e+12 3.02803e+12 2.97305e+12 2.39553e+12 6.19727e+12 3.37113e+12 5.33213e+12 6.4414e+12 1.58217e+13 1.06468e+13
threshold=2.5000000000000004 101.05000000000001 30.259484550000003 30.305955500000003 30.410108300000001 125.85000000000001 57.057093650000006 57.178027650000011 4.5000000000000009 57.641335050000002 107.05000000000001 34.359746700000009 39.826386800000009 142.05000000000004 125.85000000000001 60.08989780000001 56.281985950000006 56.367862600000002 123.15000000000002 50.388877400000005 3.5000000000000004 116.06000000000002 3.5000000000000004 35.911716050000003 36.761894450000007 37.098288800000006 37.328003200000005 37.726745000000001 37.889331900000009 54.959412650000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 16 22 10 -10 -9 -12 -13 14 21 -15 23 -18 19 -19 -20 -14 -8 -6 -25 -26 -27 29 -29 -28
right_child=-2 2 3 4 6 -7 7 8 9 -11 11 12 13 15 -16 -17 17 18 20 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=87.060126985139988 -4.0502099301072576 -40392.209753024195 43432.383296130953 -36320.091453125002 32294.163309151787 -1401.0254492187501 72879.055384410516 27650.998599567818 -16409.229837740386 88036.349479166674 -45779.15706521739 46132.932960937498 -24617.414672851562 49388.663902064734 -67358.434660156243 -11556.463926630437 -61635.369057765151 71789.141312499996 -58382.694523437502 -3373.3638053385421 -5875.1403937088817 21708.706250000003 21459.028260869567 -52548.0709765625 44243.473671874999 -37510.290661621097 1820.2003113944575 -73592.373061342601 3508.0811732654265 72889.03657366072
leaf_weight=110359 4205107 31 21 25 28 55 22 47 26 24 23 25 43 28 25 23 33 25 25 30 38 21 23 20 20 32 53 27 1870 35
leaf_count=110359 4205107 31 21 25 28 55 22 47 26 24 23 25 43 28 25 23 33 25 25 30 38 21 23 20 20 32 53 27 1870 35
internal_value=0 150.646 2751.56 3351.04 3026.18 -15456 3409.53 12162.4 6725.22 33724.6 980.667 -5686.92 -98.3007 -8353.88 -25692.4 21903.6 2117.74 -13399.1 90.7197 30791.4 -26711.5 -9416.66 46597.7 3241.5 2846.03 3389.91 2984.82 3637.63 2410.71 30086.2
internal_weight=0 113057 2698 2612 2591 86 2566 330 285 50 235 188 165 140 89 51 2236 151 118 55 63 64 45 2085 2057 2037 2017 1985 1897 88
internal_count=4318164 113057 2698 2612 2591 86 2566 330 285 50 235 188 165 140 89 51 2236 151 118 55 63 64 45 2085 2057 2037 2017 1985 1897 88
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 2 3 1 3 3 2 3 0 0 1 0 1 1 0 4 0 1 0 3 1 0 3 2 0
split_gain=2.53037e+11 1.92955e+12 1.09538e+13 1.09471e+13 2.40229e+13 1.52407e+13 2.0886e+13 1.52807e+13 2.43292e+13 1.32579e+13 1.3007e+13 2.18361e+13 1.27867e+13 1.61987e+13 1.22689e+13 3.19617e+13 2.97402e+13 1.35649e+13 2.05731e+13 1.87808e+13 1.34405e+13 1.33315e+13 1.24238e+13 4.96611e+13 2.38713e+13 1.70912e+13 1.39467e+13 1.3049e+13 4.03742e+13 1.20811e+13
threshold=107.05000000000001 109.05000000000001 20.507360500000004 30.226173900000003 59.820733200000006 37.417247200000006 6.5000000000000009 14.500000000000002 37.098288800000006 6.5000000000000009 8.5000000000000018 3.5000000000000004 21.500000000000004 60.003414000000006 59.834458500000004 30.370618100000005 59.939091550000008 33.101335500000005 30.388336800000001 55.193434200000006 2.5000000000000004 59.882016200000002 30.332994000000003 59.932719750000011 4.5000000000000009 30.346469350000003 59.963407450000012 5.5000000000000009 2.5000000000000004 55.820531900000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 7 8 14 -4 -6 -12 13 -13 17 20 -17 18 -5 -19 -16 -22 24 -24 -23 -25 27 28 -26 -8
right_child=1 -3 3 5 10 -7 29 -9 -10 -11 11 12 -14 -15 15 16 -18 19 -20 -21 21 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=3.4435366263719325 -45544.099396929829 -41.420605516513213 -99181.801633522729 10554.651252693966 88893.403266059031 379.66919623650307 -59620.653507812502 21723.859445800783 -79303.240176196807 -2095.4865484775642 118478.7039248512 19150.091877693965 30477.36669921875 -93227.377343750006 -79121.216825939366 -141192.84742647057 10164.855989583333 30424.830835459186 142390.58840820313 -80793.696946022741 -71910.522301136371 113253.12849999999 -103836.52258003049 -13646.121044921876 -124237.24538690476 105696.53528645833 -48740.098368566178 37617.396953125004 74289.503691406251 -20468.779693537886
leaf_weight=4232515 57 79779 22 29 36 4291 100 200 47 39 21 29 101 23 21 34 21 49 20 22 22 25 41 24 21 24 34 125 20 372
leaf_count=4232515 57 79779 22 29 36 4291 100 200 47 39 21 29 101 23 21 34 21 49 20 22 22 25 41 24 21 24 34 125 20 372
internal_value=0 -170.169 -1919.99 -1492.22 18132.2 -2451.85 -12164.1 -2106.34 -10337.8 -37110.2 34178.8 22858.6 9734.23 -30555.3 -4245.04 -12440.8 -83401.7 23893.8 64365.2 -4037.25 -1508.45 3342.35 8614.84 -23012.2 21125.1 46025.2 9609.1 21560.1 -27394.9 -28763.7
internal_weight=0 85649 5870 5813 271 5542 1251 779 579 61 210 174 153 52 532 412 55 120 49 71 357 336 314 89 225 48 200 166 41 472
internal_count=4318164 85649 5870 5813 271 5542 1251 779 579 61 210 174 153 52 532 412 55 120 49 71 357 336 314 89 225 48 200 166 41 472
is_linear=0
shrinkage=0.1


Tree=4783
num_leaves=31
num_cat=0
split_feature=5 5 3 1 1 1 1 3 1 2 0 3 2 0 0 5 1 0 0 0 0 0 0 1 0 1 1 1 5 3
split_gain=2.58446e+11 2.28391e+12 1.03419e+13 9.08193e+12 1.21765e+13 2.65723e+13 2.41725e+13 3.97674e+13 3.00856e+13 1.21802e+14 2.49003e+13 1.71478e+13 1.2476e+13 8.91889e+12 1.18914e+13 8.80224e+12 8.54482e+12 1.14481e+13 8.46132e+12 1.03188e+13 8.3538e+12 8.06735e+12 8.24205e+12 2.17933e+13 3.78298e+13 3.65771e+13 7.83703e+13 4.50421e+13 4.34233e+13 4.08284e+13
threshold=55.405000000000008 50.005000000000003 5.5000000000000009 83.093115700000013 82.95335685000002 82.926290250000008 82.888608650000023 4.5000000000000009 82.871296800000025 1.5000000000000002 54.978840000000005 3.5000000000000004 2.5000000000000004 55.02863030000001 55.043101600000007 52.710000000000008 28.619594500000002 58.242297500000006 55.02863030000001 55.020029900000004 55.043101600000007 61.785186750000001 55.755036050000008 37.971176850000006 55.455204450000004 37.597123000000003 37.620907050000007 37.436176200000013 52.020000000000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 16 10 -10 -11 -9 -7 -15 -14 17 -3 19 -17 -13 22 23 24 -18 27 -27 -26 -28 -29
right_child=-2 2 -4 -5 -6 13 7 12 9 11 -12 20 15 14 -16 18 21 -19 -20 -21 -22 -23 -24 -25 25 26 28 29 -30 -31
leaf_value=15.355869599307949 31.316272073958341 -4764.0077466328939 -605.43062673061718 -2081.9417272530691 10069.235902166271 8212.0265750430044 -4095.3491431225302 10204.774823467549 -108813.88906250001 -64396.85911088423 -2251.0825796274039 14100.092917151485 14262.753388088851 -46995.831495098042 -14856.358530357114 43433.056293034955 94.54146839562685 -40982.778702883377 36080.48904820397 110249.24699835526 55775.310766267125 -6824.2442027677071 2425.9462048884538 1217.8641911201528 -19998.268605116682 -116592.9314008354 -60518.261693709937 85450.060821759267 -3393.8933459734858 4963.0387055732836
leaf_weight=2353354 1636543 870 240445 10602 1465 109 696 260 140 22 26 141 134 153 465 59 3934 97 336 38 73 1273 31133 33965 751 101 195 81 419 284
leaf_count=2353354 1636543 870 240445 10602 1465 109 696 260 140 22 26 141 134 153 465 59 3934 97 336 38 73 1273 31133 33965 751 101 195 81 419 284
internal_value=0 -19.1117 -266.211 662.528 1039.33 864.707 1049.07 13518.8 790.697 -26491.3 -92123.3 19673.6 28342.8 -18161.6 -22813.2 36660.1 940.723 -8397.12 43591.4 69608.5 28316.4 1065.9 1207.64 252.956 -5431.88 -17305.7 -34963.6 -5992.6 -21536 22824.5
internal_weight=0 2.68162e+06 328267 87822 77220 75755 75028 1523 73505 402 166 236 827 727 618 567 73103 967 433 97 214 72136 70863 39730 5765 1831 715 1116 614 365
internal_count=4318164 2681621 328267 87822 77220 75755 75028 1523 73505 402 166 236 827 727 618 567 73103 967 433 97 214 72136 70863 39730 5765 1831 715 1116 614 365
is_linear=0
shrinkage=0.1


Tree=4784
num_leaves=31
num_cat=0
split_feature=1 4 5 0 3 5 1 2 2 5 0 5 3 0 2 1 3 2 3 0 6 5 1 1 5 6 3 2 4 1
split_gain=2.69129e+11 1.13971e+12 3.12913e+12 5.26896e+12 1.11127e+13 7.31591e+12 8.38268e+12 1.01781e+13 8.43864e+12 5.91772e+12 6.03485e+12 8.06743e+12 7.61561e+12 5.84672e+12 5.19797e+12 1.3508e+13 9.93568e+12 8.70302e+12 7.07243e+12 4.97048e+12 6.93888e+12 5.87047e+12 6.35928e+12 9.99891e+12 4.92619e+12 4.89355e+12 4.56719e+12 7.7613e+12 5.50426e+12 4.46688e+12
threshold=86.067573200000012 2.5000000000000004 76.730000000000018 55.993277250000013 8.5000000000000018 74.610000000000014 113.46563545000002 1.5000000000000002 5.5000000000000009 73.405000000000015 60.693675950000006 70.50500000000001 18.500000000000004 56.028355650000009 6.5000000000000009 103.85249100000001 12.500000000000002 10.500000000000002 14.500000000000002 55.657530000000008 1.5000000000000002 68.52500000000002 93.043229050000022 92.928903050000017 66.990000000000023 1.5000000000000002 4.5000000000000009 2.5000000000000004 3.5000000000000004 114.17164950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 14 7 -7 -9 10 11 12 29 24 16 -16 19 -17 -18 -3 -21 22 23 -22 -14 -19 -8 -28 -29 -6
right_child=1 2 -4 4 9 6 26 8 -10 -11 -12 -13 13 -15 15 17 18 25 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-5.058391264705536 -42.692745564492228 531.04800724804852 -582.63821665665273 -195.07377310481215 7290.3248980469143 -20479.351747671273 -2256.0992447916665 18374.006958095004 -6457.7568715363304 -1712.4466803319247 -2607.4237575334823 19268.784527923977 -11737.795459587192 -32077.406988548664 1065.7520129808668 -18627.942100712669 66448.861214717748 -13731.563429687501 14464.172591145834 52258.506425781256 -8989.6191438438582 -24385.58124003213 -43826.417708333334 13690.907140457719 31520.703260216345 43539.748023120781 83954.224649540076 6196.3197418811278 66039.469176136365 25547.754527762278
leaf_weight=4147874 120666 17137 16814 5803 3130 130 30 420 203 824 525 622 81 84 1378 707 31 25 168 20 694 169 39 270 39 37 31 51 22 140
leaf_count=4147874 120666 17137 16814 5803 3130 130 30 420 203 824 525 622 81 84 1378 707 31 25 168 20 694 169 39 270 39 37 31 51 22 140
internal_value=0 123.211 526.623 1095.08 2849.63 179.805 9072.85 4971.9 10282.8 6094.52 7486.63 8780.43 6902.55 -11842.9 -201.726 -4859.65 338.028 -15477.6 22562.3 96.7372 -6147.21 -7143.89 -4238.76 -2637.19 2321.22 20446.5 32117.8 42033.3 24231.2 8071.99
internal_weight=0 170290 49624 32810 11248 21562 887 753 623 5445 4621 4096 3474 204 20675 2147 18528 769 199 18329 1192 1172 1003 964 120 62 134 104 73 3270
internal_count=4318164 170290 49624 32810 11248 21562 887 753 623 5445 4621 4096 3474 204 20675 2147 18528 769 199 18329 1192 1172 1003 964 120 62 134 104 73 3270
is_linear=0
shrinkage=0.1


Tree=4785
num_leaves=31
num_cat=0
split_feature=3 1 3 6 5 4 5 4 5 1 0 1 5 2 5 0 5 0 0 5 0 5 1 0 6 1 5 5 5 0
split_gain=2.62417e+11 4.20005e+12 4.20194e+13 2.21228e+13 1.71815e+13 1.62774e+13 1.33473e+13 1.35405e+13 1.97294e+13 1.34911e+13 1.29445e+13 2.36507e+13 1.47836e+13 1.17939e+13 1.16637e+13 1.11578e+13 2.14403e+13 2.2964e+13 1.07696e+13 1.01745e+13 1.00466e+13 9.10625e+12 8.56174e+12 1.36355e+13 2.0833e+13 3.07103e+13 1.95977e+13 4.28103e+13 1.6035e+13 1.50418e+13
threshold=23.500000000000004 30.243224600000001 24.500000000000004 1.5000000000000002 29.985000000000003 3.5000000000000004 65.905000000000015 2.5000000000000004 55.005000000000003 30.207352000000004 59.932719750000011 30.207352000000004 55.005000000000003 17.500000000000004 52.710000000000008 59.863160500000006 93.00500000000001 59.853570100000006 59.853570100000006 78.710000000000022 59.990816400000007 30.725000000000005 30.160599000000001 59.990816400000007 1.5000000000000002 30.207352000000004 55.990000000000002 98.020000000000024 79.730000000000018 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -9 20 11 18 -13 -8 -11 16 -4 -18 -5 -14 -6 -17 -23 24 -24 28 29 -28 -26 -27
right_child=1 -3 15 10 5 -7 13 8 -10 14 -12 12 19 -15 -16 21 17 -19 -20 -21 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-7.0642008595597012 5441.1341188233109 151.28280712830551 -2805.3803448210183 -23274.636018288351 -9236.5963018753955 53871.426940524194 -49818.018448948977 -15885.309646606445 108856.11761532738 -17304.735422076603 -5672.4618693238845 21346.784848736701 152273.47896205357 6390.4174934895836 -39696.674969680731 -4868.6822251176591 -485.76148158482147 -126406.72406250001 14462.421511815599 54960.652734375006 33486.754447115389 -12782.813487438907 -29456.721402751864 5718.2693891086828 15812.17115281628 107321.08484002977 147110.95581140352 5330.0484719669121 -69790.6171875 13129.533193692296
leaf_weight=3990478 357 317149 862 110 187 31 219 32 21 1452 1191 47 21 45 277 772 28 30 242 22 78 211 67 3763 248 21 57 34 24 88
leaf_count=3990478 357 317149 862 110 187 31 219 32 21 1452 1191 47 21 45 277 772 28 30 242 22 78 211 67 3763 248 21 57 34 24 88
internal_value=0 86.0261 -1878.11 -9435.87 -14994.5 -18109.6 -19075.1 -16345.9 33540.5 -17671.9 -248.64 14366.2 60113.1 -40237 -20892.1 3398.31 -6765.26 -65617.3 2669.59 102486 3338.58 5167.57 6884.38 7849 22724.5 30131.6 59878.4 94137.9 8258.98 31276.5
internal_weight=0 327686 10537 4332 2699 2342 2311 2047 53 1994 1633 442 90 264 1729 6205 920 58 352 43 265 5285 4513 4302 539 472 200 91 272 109
internal_count=4318164 327686 10537 4332 2699 2342 2311 2047 53 1994 1633 442 90 264 1729 6205 920 58 352 43 265 5285 4513 4302 539 472 200 91 272 109
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=31
num_cat=0
split_feature=0 0 1 3 4 5 1 1 6 5 5 5 1 3 3 3 6 2 2 2 5 5 5 5 1 3 3 5 5 5
split_gain=2.70547e+11 6.55956e+12 2.6881e+13 1.77517e+13 1.6106e+13 2.08539e+13 1.63628e+13 6.20999e+13 2.54944e+13 2.46682e+13 1.58927e+13 1.58141e+13 1.59416e+13 1.53866e+13 1.60827e+13 5.85057e+13 1.87754e+13 1.80325e+13 1.59231e+13 1.52723e+13 1.64949e+13 1.44656e+13 2.37249e+13 1.44139e+13 1.38078e+13 2.63548e+13 4.08368e+13 1.37273e+13 1.35611e+13 1.33367e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 8.5000000000000018 3.5000000000000004 61.845000000000006 30.434657650000002 30.425002000000003 1.5000000000000002 49.505000000000003 25.005000000000006 82.00500000000001 30.410108300000001 23.500000000000004 7.5000000000000009 8.5000000000000018 1.5000000000000002 2.5000000000000004 18.500000000000004 4.5000000000000009 60.005000000000003 69.610000000000014 81.910000000000011 55.005000000000003 30.434657650000002 18.500000000000004 9.5000000000000018 110.05000000000001 92.035000000000011 95.020000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 10 -9 12 -6 14 16 28 -7 -18 29 -8 -21 -20 -23 -11 25 26 -13 -15 -16 -17
right_child=-2 2 3 -5 11 13 19 8 -10 23 -12 24 -14 27 15 18 17 -19 21 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.86126271167707358 88.195101303505027 1027.9395457399285 -12870.388318989746 -55857.523742763609 -85951.658779761914 -117815.08000000002 4970.6805855150715 -33230.617332031252 6030.2486480242014 164831.60899784486 50485.582978495615 11380.475046345338 15066.124599769468 -32066.088723493303 83271.700520833343 -4530.1924918998548 8046.4415467062126 -33332.396117109638 -27319.765601325758 -7641.3667004852996 48023.606879340281 97914.6710975647 -5667.3343190262967 58825.741915760867 94113.803671875008 -52796.746774193554 168468.45006793481 53115.086718750004 1577.107256610577 -22973.957347135969
leaf_weight=3980885 321892 5025 311 139 21 20 1533 25 160 29 244 59 61 350 93 2291 162 301 33 3751 54 48 41 23 40 31 23 20 26 473
leaf_count=3980885 321892 5025 311 139 21 20 1533 25 160 29 244 59 61 350 93 2291 162 301 33 3751 54 48 41 23 40 31 23 20 26 473
internal_value=0 -7.10395 -2067.84 -26148.6 -1342.37 -1757.52 488.899 4313.67 38639.6 54893.5 42705.3 24630.3 -10804.3 -8071.73 -6014.88 -3292.54 -22952 -18854.3 -6125.9 -3456.25 -6851.38 29229.4 50197.1 117944 43621.4 25748 55441.7 -27461.7 65422.5 -7686.45
internal_weight=0 3.99627e+06 15387 450 14937 14702 10844 5506 481 321 269 235 82 3858 3488 3005 483 463 2886 5338 3805 122 89 52 153 113 82 370 119 2764
internal_count=4318164 3996272 15387 450 14937 14702 10844 5506 481 321 269 235 82 3858 3488 3005 483 463 2886 5338 3805 122 89 52 153 113 82 370 119 2764
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=31
num_cat=0
split_feature=1 1 0 0 6 0 0 3 0 2 2 4 5 0 5 4 0 3 5 3 5 3 0 4 0 5 5 5 3 0
split_gain=2.67928e+11 8.71123e+12 1.038e+13 2.28925e+13 1.71952e+13 2.04953e+13 1.60762e+13 1.50102e+13 2.20479e+13 1.38961e+13 1.33839e+13 1.6279e+13 1.30135e+13 1.17457e+13 1.81818e+13 9.52267e+12 8.86388e+12 9.20469e+12 2.34791e+13 1.33014e+13 1.30863e+13 9.99439e+12 9.7087e+12 8.6601e+12 9.09743e+12 8.75251e+12 8.32635e+12 8.05103e+12 1.04382e+13 1.64896e+13
threshold=38.151577750000008 38.096381250000007 55.899899800000007 55.455204450000004 1.5000000000000002 55.784980300000008 55.099723300000008 4.5000000000000009 55.601678500000013 9.5000000000000018 2.5000000000000004 2.5000000000000004 128.92000000000004 55.74310830000001 39.355000000000011 2.5000000000000004 56.501468900000013 6.5000000000000009 110.05000000000001 8.5000000000000018 46.810000000000009 7.5000000000000009 56.093493200000005 1.5000000000000002 56.320495600000008 40.905000000000008 114.05000000000001 110.05000000000001 16.500000000000004 55.591389050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 13 9 8 10 26 -6 -12 27 -5 -15 -16 17 18 20 21 23 -19 -22 25 -25 -4 -3 28 -9 -30
right_child=-2 2 16 4 7 -7 -8 12 -10 -11 11 -13 -14 14 15 -17 -18 19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=8.2598916584434861 -15.805179543915983 2180.758760492135 2402.0745267601387 -9165.667206280048 29319.882250189014 -26414.555875244143 -50171.194797835815 4946.8068442383847 9707.857887272974 -32288.872492955947 45906.525792605382 140103.02239379883 82969.131534090906 37149.178505152653 151769.86643518519 68536.030050223213 -48487.70612150494 -6773.8763838420555 88912.018872070315 -1841.9384228976553 -21842.292564697269 -47318.12095957881 14288.568056596014 -12701.197369665388 5879.4585206369884 34980.699054160817 -51558.328116581361 -44114.517773437503 82034.597775135873 8706.3202764096477
leaf_weight=1222775 3078672 4976 1123 26 93 40 62 2678 311 122 43 32 22 95 27 28 38 129 32 4052 80 115 1057 870 378 89 29 32 46 92
leaf_count=1222775 3078672 4976 1123 26 93 40 62 2678 311 122 43 32 22 95 27 28 38 129 32 4052 80 115 1057 870 378 89 29 32 46 92
internal_value=0 39.2572 2306.57 4683.17 10852.7 38199.4 444.48 9088.97 25476.3 1056.57 54666.8 86097 6353.93 52884.4 63639.8 109396 -306.098 -75.0694 3632.96 -3207.39 2874.29 -25882.8 11746.4 -1226.34 -7073.4 4794.4 1869.38 5762.1 6328.88 33149.1
internal_weight=0 1.23949e+06 16717 8754 3565 216 5189 3349 479 5127 168 75 2870 176 150 55 7963 7925 3629 4296 3597 244 1137 2460 1248 1212 5005 2848 2816 138
internal_count=4318164 1239492 16717 8754 3565 216 5189 3349 479 5127 168 75 2870 176 150 55 7963 7925 3629 4296 3597 244 1137 2460 1248 1212 5005 2848 2816 138
is_linear=0
shrinkage=0.1


Tree=4788
num_leaves=31
num_cat=0
split_feature=0 0 3 6 1 1 5 1 1 4 1 1 1 1 3 2 5 3 6 3 5 5 2 5 5 5 5 3 5 5
split_gain=2.63283e+11 2.87034e+12 8.00696e+12 1.33635e+13 1.24955e+13 1.50185e+13 9.60224e+12 8.86937e+12 7.93569e+12 7.20997e+12 6.63948e+12 6.41212e+12 5.92241e+12 5.73847e+12 5.65568e+12 5.50832e+12 9.83943e+12 5.03932e+12 1.80726e+13 3.21712e+13 2.75854e+13 2.5908e+13 1.61885e+13 3.60745e+13 1.59984e+13 1.3395e+13 1.06276e+13 1.04754e+13 1.01091e+13 7.34589e+12
threshold=44.982728700000003 44.998833400000002 11.500000000000002 1.5000000000000002 38.984911950000004 39.110397700000007 60.005000000000003 40.810045900000013 39.047276750000002 3.5000000000000004 41.900971000000006 39.071052600000009 41.950906500000009 39.071052600000009 6.5000000000000009 3.5000000000000004 67.520000000000024 22.500000000000004 1.5000000000000002 23.500000000000004 67.990000000000023 43.205000000000005 11.500000000000002 60.905000000000008 78.010000000000005 68.52500000000002 40.905000000000008 21.500000000000004 54.710000000000008 60.610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 14 -4 11 15 -10 -7 -8 -2 -9 -17 27 20 22 21 26 23 -20 -25 -22 -19 -13 -21 -23
right_child=1 -3 8 4 5 12 13 10 9 -11 -12 17 -14 -15 -16 16 -18 18 19 28 25 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-103.99593675318586 21051.187413417934 0.44585111035377945 22402.59304908014 -9419.1287195300374 13198.230444256153 2745.7696261969845 27965.693666294643 30469.519800048831 -3575.1578837482084 -44445.669372888515 9684.3216601562508 1445.7117775715719 -41908.209703776047 72605.909676460593 -1643.8479196102062 42566.303167724611 131978.4558984375 6111.8656133237091 4881.3849694076853 -9895.8050998547951 132643.15781249999 -14425.97258218049 -752.16096310897615 121793.46954656864 22783.730826822917 47338.950369610364 64282.756565656571 -12381.181711436897 -43526.160562569756 16746.857402519709
leaf_weight=230447 264 4070706 155 705 459 2985 77 50 3875 37 50 5902 30 46 188 32 20 46 147 191 24 237 355 51 24 79 99 604 168 111
leaf_count=230447 264 4070706 155 705 459 2985 77 50 3875 37 50 5902 30 46 188 32 20 46 147 191 24 237 355 51 24 79 99 604 168 111
internal_value=0 5.86282 1302.14 4710.04 2754.44 5140.42 19847.5 18638.8 -79.0451 -370.648 39535.4 -233.758 2301.45 44660.4 11611.7 54168.3 76955.6 1377.08 6536.96 -2129.99 20148.1 10314.6 12493.6 33675 90110.4 67215.7 45828.5 162.059 -25633.7 -4482.91
internal_weight=0 4.08772e+06 17011 4906 4302 3597 582 604 12105 11950 152 11913 3015 123 452 102 52 8038 1532 936 596 493 577 222 75 103 145 6506 359 348
internal_count=4318164 4087717 17011 4906 4302 3597 582 604 12105 11950 152 11913 3015 123 452 102 52 8038 1532 936 596 493 577 222 75 103 145 6506 359 348
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=31
num_cat=0
split_feature=1 0 3 3 5 3 3 3 6 0 5 0 3 2 4 3 5 5 5 6 1 5 0 4 5 5 1 5 0 4
split_gain=2.65291e+11 6.27152e+12 8.97514e+12 2.68336e+13 4.0262e+13 3.38111e+13 2.40506e+13 2.01879e+13 2.43491e+13 2.83317e+13 2.29521e+13 1.77076e+13 1.33204e+13 3.83518e+13 3.96559e+13 2.25635e+13 2.3639e+13 1.27033e+13 2.15493e+13 1.58558e+13 2.95966e+13 1.95838e+13 1.5578e+13 1.18416e+13 1.08645e+13 1.01685e+13 9.88952e+12 1.55213e+13 1.2206e+13 2.80004e+13
threshold=37.855187800000003 44.678200800000006 10.500000000000002 5.5000000000000009 132.05000000000004 6.5000000000000009 15.500000000000002 9.5000000000000018 1.5000000000000002 44.580511600000001 56.505000000000003 44.580511600000001 11.500000000000002 9.5000000000000018 1.5000000000000002 13.500000000000002 102.01000000000001 76.00500000000001 74.010000000000005 1.5000000000000002 37.752451500000006 62.015000000000008 44.580511600000001 1.0000000180025095e-35 93.00500000000001 123.15000000000002 37.767735350000002 40.905000000000008 44.580511600000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 5 11 12 8 9 10 -7 -5 13 14 -4 -14 -17 18 19 20 21 22 -9 -10 -19 -8 27 -1 29 -29
right_child=-2 -3 6 4 -6 7 25 17 23 -11 -12 -13 15 -15 -16 16 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-11312.545576680503 -14.393095787000789 64.31673995828433 -31819.401445312502 -100065.88847656251 128353.6684375 24693.686380597017 -4064.6826509369021 23068.216880580359 -81579.144218750007 -10450.986011435769 111864.78886186081 -29670.464798304794 -22269.01294625947 -64177.144207208803 134791.34633984376 23633.155476747874 -53789.517471168161 -65582.806052631582 76725.664843749997 -5743.7685487567251 29853.374897904829 -122249.48963652822 -66151.518392427883 -3606.3624496316588 -13224.954186293658 55442.120352909486 -13762.875933079362 18486.834030432205 13252.584648553495 -43473.281421638261
leaf_weight=480 3229263 1080125 20 38 20 67 2932 28 20 88 55 599 165 22 50 646 42 95 26 424 44 41 65 745 68 29 346 163 1326 132
leaf_count=480 3229263 1080125 20 38 20 67 2932 28 20 88 55 599 165 22 50 646 42 95 26 424 44 41 65 745 68 29 346 163 1326 132
internal_value=0 42.6844 -2619.76 -5483.77 -12943.4 -14119.4 951.082 -6995.32 2634.9 32796.9 63992.1 -33869.9 14841 50992.2 87188.3 10941.9 18906.8 -18865.7 -12409.4 -16259.1 -41306.8 -64672.9 -39289.7 -5644.87 -43740.3 -3481.87 1902.67 4482.53 9159.66 -9237.69
internal_weight=0 1.0889e+06 8776 4870 2423 2403 3906 1766 975 210 122 637 945 92 70 853 688 791 628 602 178 134 93 765 163 2961 2447 2101 1621 295
internal_count=4318164 1088901 8776 4870 2423 2403 3906 1766 975 210 122 637 945 92 70 853 688 791 628 602 178 134 93 765 163 2961 2447 2101 1621 295
is_linear=0
shrinkage=0.1


Tree=4790
num_leaves=31
num_cat=0
split_feature=1 1 3 5 4 3 0 5 0 0 1 0 3 6 0 5 4 0 0 5 4 0 5 3 1 5 0 3 5 1
split_gain=2.68707e+11 3.12268e+12 1.35058e+13 1.46076e+13 1.54547e+13 2.95136e+13 1.47373e+13 7.63816e+12 7.11827e+12 7.55285e+12 1.62604e+13 8.19803e+12 7.34015e+12 1.27713e+13 2.50945e+13 1.14747e+13 9.61945e+12 6.91374e+12 1.5885e+13 6.89033e+12 7.21655e+12 7.11645e+12 2.14019e+13 6.19417e+12 2.03221e+13 1.77811e+13 1.33141e+13 1.11584e+13 1.61002e+13 5.6465e+13
threshold=61.284352600000013 61.365473900000005 5.5000000000000009 95.020000000000024 3.5000000000000004 2.5000000000000004 55.173809400000003 25.005000000000006 55.110554300000004 55.212972300000011 61.310823700000007 55.299834250000011 18.500000000000004 1.5000000000000002 55.160271200000004 72.010000000000005 2.5000000000000004 55.349623500000007 56.791364150000007 109.05000000000001 3.5000000000000004 55.173809400000003 97.050000000000011 17.500000000000004 61.310823700000007 70.00500000000001 55.193434200000006 16.500000000000004 73.010000000000005 61.310823700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 5 -5 -7 -4 -9 12 -11 -12 23 14 16 -16 -14 -2 -19 21 -21 -15 -23 27 25 26 -25 -10 -29 -30
right_child=1 -3 7 4 -6 6 -8 8 9 10 11 -13 13 19 15 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-16.38731223362911 6405.6958301129989 12.933529674875658 17376.325514966109 -11018.065625000001 -12899.530164930557 180998.12712890626 67742.155338541663 -14445.790869212644 1494.9635607581049 -677.12786012054164 -29560.209324947344 -8126.3115788966061 21395.227353402071 -22287.069474068438 2477.0097510079195 -21565.25211343358 88681.379252697181 -25228.860778834027 5471.7887397415652 54476.748925781256 -20410.983025568185 -2708.3181341852905 -97109.57640576172 37684.432473060348 -12435.676579849034 74444.868427579364 -4605.299757694419 -22266.691108018073 -33765.672565774359 117171.05678084935
leaf_weight=3016415 4393 1268593 254 30 36 20 27 339 19925 2675 319 405 43 510 1309 234 42 240 566 31 22 610 25 145 219 63 153 414 68 39
leaf_count=3016415 4393 1268593 254 30 36 20 27 339 19925 2675 319 405 43 510 1309 234 42 240 566 31 22 610 25 145 219 63 153 414 68 39
internal_value=0 37.9727 996.005 5616.79 41186.5 66473.5 115936 114.464 -44.4525 134.699 -4275.43 -17570.3 763.159 -4021.84 1744.93 -1169.06 54642.5 4843.69 -3669.84 -11858.5 23391.3 -13490.1 -6424.9 1406.29 11597 26176.3 15971.9 1117.2 -13329.8 21248.6
internal_weight=0 1.30175e+06 33156 5312 113 77 47 27844 27590 27251 3399 724 23852 2826 1628 1543 85 5199 806 1198 53 1145 635 21026 580 361 298 20446 521 107
internal_count=4318164 1301749 33156 5312 113 77 47 27844 27590 27251 3399 724 23852 2826 1628 1543 85 5199 806 1198 53 1145 635 21026 580 361 298 20446 521 107
is_linear=0
shrinkage=0.1


Tree=4791
num_leaves=31
num_cat=0
split_feature=3 1 1 5 5 0 3 3 1 1 4 5 5 5 0 1 3 0 4 1 0 2 1 0 6 2 5 4 5 5
split_gain=2.61197e+11 2.39117e+12 2.60669e+13 6.98975e+12 6.41511e+12 1.31598e+13 4.3347e+12 1.35542e+13 1.93277e+13 3.38783e+13 1.20802e+13 1.18541e+13 1.28713e+13 7.91864e+12 7.2329e+12 1.41595e+13 8.56508e+12 6.12347e+12 5.23806e+12 5.19985e+12 1.03512e+13 8.95979e+12 7.05269e+12 1.11441e+13 8.70216e+12 1.01798e+13 1.07388e+13 6.14856e+12 8.51499e+12 5.46086e+12
threshold=27.500000000000004 39.969502550000009 46.037218400000008 137.05000000000004 123.15000000000002 44.226894250000008 30.500000000000004 31.500000000000004 60.611165000000007 60.628582700000003 2.5000000000000004 142.05000000000004 120.05000000000001 73.010000000000005 56.802385350000009 56.135466100000009 28.500000000000004 53.204054050000003 3.5000000000000004 55.957851400000003 56.782419000000012 15.500000000000002 50.158868250000005 54.725565150000001 1.5000000000000002 18.500000000000004 125.85000000000001 2.5000000000000004 177.02500000000003 86.810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 11 8 17 -10 13 12 14 -11 -4 -16 -17 -8 -19 22 21 -21 24 -24 27 -26 -27 29 -29 -9
right_child=1 2 6 -5 -6 -7 7 19 9 10 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=2.3263056177385937 59733.588682432441 -103751.846078125 -8822.1727966509261 45460.990182674635 -56522.071718749998 58.956763203604318 -10328.347671274039 -17689.873893491684 -46606.571738281258 10129.460180664064 -32773.919416155135 -74537.327294921881 68961.66468098959 64042.771496775793 -50729.688945312504 45910.028863790765 1866.4324103670988 34257.631273455954 -18385.48244140625 180.64338615171371 -2215.0470723453013 31611.704156011379 -102335.955625 -18665.464213366387 41909.927834946364 13368.012228515625 -70471.208948863641 -95807.824502840915 -7825.4317826704546 34422.997363281254
leaf_weight=4279873 37 25 1673 34 20 30222 39 124 120 48 28 24 24 63 50 46 1100 344 20 186 3582 177 20 78 67 50 22 22 22 24
leaf_count=4279873 37 25 1673 34 20 30222 39 124 120 48 28 24 24 63 50 46 1100 344 20 186 3582 177 20 78 67 50 22 22 22 24
internal_value=0 -260.017 -1800.39 145.389 94.5042 131.926 -1479.9 296.899 13632.3 -7681.66 25922.6 -4547.43 -3966.8 40728.9 -4576.87 1361.58 3634.33 27330.3 31365.2 -1721.39 -584.392 15506.5 -12177 -35741.1 -5200.38 13856.1 -12249.5 -18996.5 -51816.6 -9239.14
internal_weight=0 38291 7978 30313 30279 30259 7953 5036 662 259 139 2917 2893 111 2869 1196 1146 403 364 4374 3945 363 429 98 331 139 72 192 44 148
internal_count=4318164 38291 7978 30313 30279 30259 7953 5036 662 259 139 2917 2893 111 2869 1196 1146 403 364 4374 3945 363 429 98 331 139 72 192 44 148
is_linear=0
shrinkage=0.1


Tree=4792
num_leaves=31
num_cat=0
split_feature=5 4 5 2 3 1 1 3 1 1 0 0 1 0 0 3 2 2 0 0 0 1 0 3 1 3 1 2 1 3
split_gain=2.49631e+11 1.00217e+13 1.19535e+13 1.48423e+13 1.71713e+13 1.67338e+13 1.39515e+13 1.35328e+13 3.33491e+13 2.69138e+13 2.46173e+13 3.50632e+13 2.60468e+13 2.16018e+13 5.02334e+13 2.92487e+13 2.12631e+13 2.47911e+13 1.60446e+13 3.57806e+13 2.47889e+13 4.34971e+13 4.01303e+13 3.3269e+13 2.89338e+13 2.22559e+13 1.88787e+13 1.51868e+13 1.73031e+13 1.41137e+13
threshold=74.610000000000014 2.5000000000000004 75.015000000000015 15.500000000000002 32.500000000000007 37.475443250000005 30.243224600000001 16.500000000000004 36.585378200000001 37.328003200000005 55.674875350000008 55.576287050000012 37.436176200000013 55.993277250000013 55.946414150000003 6.5000000000000009 8.5000000000000018 3.5000000000000004 59.904813200000007 59.834458500000004 59.982527000000012 30.370618100000005 59.939091550000008 5.5000000000000009 30.315880100000005 8.5000000000000018 30.315880100000005 4.5000000000000009 37.275078000000001 24.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -5 8 18 -9 11 27 13 14 15 -12 17 -13 19 -3 21 22 24 -24 -20 -23 -25 28 -10 -11
right_child=1 2 -4 6 -6 -7 -8 9 10 29 12 16 -14 -15 -16 -17 -18 -19 20 -21 -22 25 23 26 -26 -27 -28 -29 -30 -31
leaf_value=9.2423873970546513 -1064.7327906440669 -9462.7393827227224 212.04794760667488 90856.891964285722 -95871.110781249998 -1605.4335185178127 8311.7254940572602 -2394.3410022187895 40961.065085018381 -44973.198648225916 66018.930017671126 66314.987907608695 -87282.089670138899 -57945.375486111108 131142.11084280303 -32077.663458806819 19391.459612771738 216594.92163318454 -38976.532178691792 -56301.641972448473 -21775.657426105368 -82776.725222565408 201487.26425000001 9761.0642919921866 92350.487171875007 7912.6055784460623 133384.51071428572 43958.612433701259 -31800.298699347532 15513.348573764537
leaf_weight=3762241 84597 533 455223 21 20 12517 820 397 51 375 42 23 36 45 33 110 23 21 51 235 290 43 25 30 25 73 21 109 91 43
leaf_count=3762241 84597 533 455223 21 20 12517 820 397 51 375 42 23 36 45 33 110 23 21 51 235 290 43 25 30 25 73 21 109 91 43
internal_value=0 -62.5484 117.331 -2560.27 -3272.94 -3151.44 10372.9 -10252.8 -5649.5 -21041 14261.4 33039 -8187.05 4193.04 19307.8 -4972.03 97309.6 138040 -14418.7 -23795 -1513.75 20411.4 55605.6 106988 4223.15 -25705 60664.8 15883.2 -5667.7 -38750.9
internal_weight=0 555923 471326 16103 15262 15242 841 2725 1910 815 584 318 266 230 185 152 67 44 1326 768 558 268 152 76 76 116 51 251 142 418
internal_count=4318164 555923 471326 16103 15262 15242 841 2725 1910 815 584 318 266 230 185 152 67 44 1326 768 558 268 152 76 76 116 51 251 142 418
is_linear=0
shrinkage=0.1


Tree=4793
num_leaves=31
num_cat=0
split_feature=5 1 3 1 2 3 0 2 5 2 4 5 3 1 0 1 2 0 1 2 0 1 0 5 5 1 1 1 0 1
split_gain=2.8529e+11 2.45832e+12 1.0055e+13 1.5173e+13 3.10631e+13 3.14894e+13 2.64732e+13 2.35224e+13 1.16046e+13 2.39919e+13 1.1068e+13 1.09445e+13 1.03066e+13 1.52513e+13 2.44306e+13 2.06288e+13 1.6579e+13 4.34179e+13 5.80934e+13 3.0829e+13 3.07288e+13 3.02816e+13 3.26154e+13 3.36858e+13 2.53061e+13 2.53037e+13 2.4152e+13 2.51064e+13 2.94843e+13 2.15667e+13
threshold=110.05000000000001 38.058342000000003 9.5000000000000018 38.233559750000005 13.500000000000002 15.500000000000002 55.601678500000013 6.5000000000000009 120.05000000000001 7.5000000000000009 3.5000000000000004 120.05000000000001 8.5000000000000018 39.863684800000009 57.60800230000001 39.925119750000007 7.5000000000000009 57.157092150000004 65.520339550000017 3.5000000000000004 57.131524800000008 44.083877800000003 56.301440000000007 118.33500000000002 125.85000000000001 49.323301500000007 65.565203050000022 65.520339550000017 57.157092150000004 53.664171200000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 4 5 6 8 -8 -4 -10 -11 -7 -3 14 -14 -15 19 25 -19 -17 21 22 -21 -24 -20 -18 27 28 -22 -30
right_child=1 2 3 -5 -6 11 7 -9 9 10 -12 -13 13 15 -16 16 17 18 24 20 26 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=3.4038239999125275 790.45371430754255 -178.77535713685762 -38109.046875 -1556.0836244065613 49215.962649601068 -65353.663819679059 -120720.9970920139 -6405.7181423611109 107674.52122844828 39531.803087797627 -64412.959218750002 -150014.26171875 14378.445996688179 -78481.828150201618 97167.20059621711 -3072.1935117007765 -25567.530015921515 15920.721551067074 -70770.079078124996 19126.373154250596 -66813.885002367417 2927.989983880459 -11039.617812500001 142965.48262117346 -210394.94014756946 9241.2134281340095 -7475.2460097446237 70346.493284801138 -1877.9276640625003 94116.186612215912
leaf_weight=4243743 18915 19657 28 29621 47 37 36 36 29 21 20 26 575 31 38 1956 303 41 25 211 33 1560 20 49 27 672 93 220 50 44
leaf_count=4243743 18915 19657 28 29621 47 37 36 36 29 21 20 26 575 31 38 1956 303 41 25 211 33 1560 20 49 27 672 93 220 50 44
internal_value=0 -194.098 -529.607 -1775.1 -24944.5 -39903.9 -17524.4 -63563.4 16300.2 38063.9 -11173 -100293 924.852 4572.13 19510.5 2855.68 3331.07 -7803.4 -73087.8 6138.34 14040 8362.96 38643.5 98326.3 -143268 -1576.27 37780.4 49909.5 14506.8 43055.5
internal_weight=0 74421 55506 29901 280 233 170 72 98 70 41 63 25605 5948 613 5335 5304 1068 93 4236 2280 1840 280 69 52 975 440 347 127 94
internal_count=4318164 74421 55506 29901 280 233 170 72 98 70 41 63 25605 5948 613 5335 5304 1068 93 4236 2280 1840 280 69 52 975 440 347 127 94
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=31
num_cat=0
split_feature=5 2 1 3 2 1 4 3 2 2 2 2 4 1 4 0 1 0 1 0 4 1 0 0 3 1 1 1 1 0
split_gain=2.51797e+11 7.89824e+11 8.57455e+12 2.35291e+12 3.50953e+12 2.7309e+12 4.10383e+12 3.84241e+12 8.42388e+12 2.40231e+12 1.2192e+12 6.01584e+12 7.7062e+12 2.21913e+13 9.56844e+12 1.77177e+13 6.41727e+12 6.54485e+12 1.47135e+13 1.39416e+13 4.83916e+12 4.19383e+12 1.52764e+13 5.73247e+12 7.72577e+12 7.39814e+12 6.90151e+12 1.44857e+13 8.23764e+12 5.86234e+12
threshold=225.45000000000002 23.500000000000004 39.047276750000002 20.500000000000004 17.500000000000004 37.914142000000005 4.5000000000000009 32.500000000000007 20.500000000000004 20.500000000000004 4.5000000000000009 3.5000000000000004 3.5000000000000004 60.58031445000001 5.5000000000000009 54.708501450000007 60.528664650000003 55.551692500000009 39.071052600000009 55.820531900000013 6.5000000000000009 30.323743050000001 59.853570100000006 57.581016350000006 5.5000000000000009 37.098288800000006 38.058342000000003 38.233559750000005 37.944765900000007 55.899899800000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 -5 7 8 -7 -8 11 20 16 14 15 -14 17 18 -13 -19 21 22 -2 25 -25 -23 28 -28 29 -27
right_child=1 2 -4 5 -6 6 9 -9 -10 -11 -12 12 13 -15 -16 -17 -18 19 -20 -21 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.75901223491209713 24794.456497896637 -37167.020461309527 44573.213068181823 10578.813467478198 36372.357226562504 -83756.435910560351 27859.749796195654 4962.2687500000002 -6858.3643415178567 -18361.899147727276 -1644.2310743667142 -61843.426720010088 86105.503515625009 105629.29907226562 -37208.589791666665 -11687.747833806818 -27793.96081957547 105861.37603515625 21283.333409926472 7875.3184551886798 28980.097265625001 55032.82927989131 -84686.584375000006 8338.9852752071092 65590.302106584815 -313.29523386769483 80136.635937500003 -1480.5168489737923 -83849.68507812501 -57847.501778113321
leaf_weight=4313902 26 21 33 43 28 29 23 20 28 22 1320 31 32 32 30 44 53 20 68 53 57 23 25 149 28 77 22 1882 20 23
leaf_count=4313902 26 21 33 43 28 29 23 20 28 22 1320 31 32 32 30 44 53 20 68 53 57 23 25 149 28 77 22 1882 20 23
internal_value=0 768.253 12785.3 614.041 1091.74 -11091.1 -18728.8 -32749.7 -45981.9 5262.5 845.699 2065.26 14040.4 32644.9 10611.9 29488.4 2629.6 12004.3 -4746.26 34720.8 201.206 -519.848 -28872.7 130.331 17395.7 -1362.57 -2003.43 -537.462 -25263.4 -13546.2
internal_weight=0 4262 54 4208 4043 165 122 77 57 45 4015 2695 363 138 106 76 225 172 99 73 2332 2275 51 2224 177 2047 2024 1904 120 100
internal_count=4318164 4262 54 4208 4043 165 122 77 57 45 4015 2695 363 138 106 76 225 172 99 73 2332 2275 51 2224 177 2047 2024 1904 120 100
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=31
num_cat=0
split_feature=5 4 3 1 2 0 0 5 1 3 4 4 1 2 0 0 1 1 1 1 0 0 1 3 1 5 1 1 0 0
split_gain=2.55871e+11 2.69435e+12 4.31831e+12 8.10172e+12 9.14371e+12 9.78094e+12 1.13735e+13 1.40837e+13 8.71342e+12 7.61872e+12 6.87415e+12 1.44885e+13 2.3538e+13 3.06485e+13 1.08039e+13 1.78614e+13 5.48825e+12 7.56544e+12 6.21578e+12 5.83342e+12 4.81365e+12 4.75489e+12 4.68004e+12 4.72406e+12 1.37552e+13 2.17753e+13 3.63418e+13 1.63643e+13 1.62261e+13 4.18086e+13
threshold=150.04500000000004 2.5000000000000004 2.5000000000000004 43.048525950000005 1.5000000000000002 56.143542450000005 54.811549550000009 177.02500000000003 61.310823700000007 1.5000000000000002 4.5000000000000009 5.5000000000000009 37.855187800000003 1.5000000000000002 45.133160800000006 55.993277250000013 60.837513500000007 50.388877400000005 65.480823400000006 83.140147550000009 48.713222300000005 44.039893800000009 114.17164950000002 3.5000000000000004 39.787929450000007 225.45000000000002 39.714575750000009 39.899261850000009 55.657530000000008 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 16 6 7 -6 -8 -3 14 12 -12 -14 -11 -16 17 21 -18 -20 -9 -5 23 24 25 26 28 -26 29 -4
right_child=1 2 22 4 5 -7 8 20 -10 10 11 -13 13 -15 15 -17 18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=1.4661754323286611 3062.9171676651313 -19819.624098557695 -29333.587477889152 -13230.3701171875 53108.41015625 32884.118629807694 -31278.987421875001 -4005.3465624999999 -124624.7053515625 44616.098083043988 -18926.404761904763 -16504.330618990385 29741.385982572116 183285.32445913463 -67107.854723011362 39505.125006510418 74849.440127840906 -58858.729352678572 -8736.897505326704 49032.462661637932 -67776.073970820988 46378.745244565216 -43655.711102764428 -684.74920643149335 79898.271394230775 21824.559557233541 -166092.93718750001 -1666.5264294072201 -50950.893257313204 112174.11349158656
leaf_weight=4302555 1960 39 106 32 23 26 20 20 20 54 21 26 26 26 33 30 22 21 44 29 29 23 26 12208 26 84 20 456 133 26
leaf_count=4302555 1960 39 106 32 23 26 20 20 20 54 21 26 26 26 33 30 22 21 44 29 29 23 26 12208 26 84 20 456 133 26
internal_value=0 -404.145 -902.016 7665.48 -3222.31 -22371.1 -35198.2 -11446.1 -77951.8 20858.9 28203.7 47597.2 70427.9 106513 11793.7 -16339.8 12231.1 -7798.61 28254.8 14212.6 -41747.2 11697.1 -1271.3 -1186.91 -8390.69 -22921.1 -36109.3 2733.23 -26299.3 -1460.86
internal_weight=0 15609 13649 564 309 138 112 72 40 255 216 99 73 52 117 63 171 76 95 73 49 55 13085 13059 851 369 285 482 265 132
internal_count=4318164 15609 13649 564 309 138 112 72 40 255 216 99 73 52 117 63 171 76 95 73 49 55 13085 13059 851 369 285 482 265 132
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=31
num_cat=0
split_feature=3 0 0 0 1 1 1 1 1 5 1 0 0 5 0 1 1 5 1 6 3 3 0 3 5 3 5 2 4 5
split_gain=2.45311e+11 7.64061e+12 2.5457e+13 2.00825e+13 9.33521e+13 5.44145e+13 5.87037e+13 1.02631e+14 1.37522e+14 1.28047e+14 7.40021e+13 8.18938e+13 6.02957e+13 5.36652e+13 4.54924e+13 6.66194e+13 1.57286e+14 4.9319e+13 4.65381e+13 8.58075e+13 5.21223e+13 5.25009e+13 4.93268e+13 4.47066e+13 4.42969e+13 7.04378e+13 4.3808e+13 5.48897e+13 6.00004e+13 5.38154e+13
threshold=16.500000000000004 55.619594000000006 55.56564190000001 55.674875350000008 37.998366300000008 37.777459000000007 37.436176200000013 37.620907050000007 37.642309100000013 50.410000000000004 37.597123000000003 55.645049100000001 55.657530000000008 42.005000000000003 55.657530000000008 37.342273500000012 37.275078000000001 44.410000000000004 37.39371280000001 1.5000000000000002 17.500000000000004 24.500000000000004 55.664473600000008 22.500000000000004 81.00500000000001 20.500000000000004 84.030000000000015 18.500000000000004 2.5000000000000004 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 14 9 -9 12 24 -12 13 -8 15 16 -3 -16 20 -20 22 -22 -19 -13 -11 -26 27 28 29 -17
right_child=1 3 -4 -5 -6 -7 7 8 -10 10 11 23 -14 -15 17 26 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-13.080977696347356 -86.2924595686803 -6040.3823056857109 -3489.2705514883719 122.24267090098965 47616.067648247918 -4501.6214433268678 -7462.2563154589579 -83479.718065333102 4385.317643913254 30408.570698659314 26378.850561272757 130320.01199318911 17375.413866228464 -74820.802587544327 5837.817975218717 -8148.5496087242282 33567.441811081619 -16455.872985507158 -20776.921249028859 56565.241722138075 -67236.736630255109 -11352.426654366354 96586.562741815476 53330.886706642217 62332.212079326928 -67501.968302617533 23067.218587495037 11473.888514434009 -24355.90363859478 13611.782267475319
leaf_weight=3318589 429491 2030 23169 505824 452 9965 734 182 8379 1990 280 195 1031 141 1149 4496 1981 477 535 196 501 253 42 123 65 117 669 1972 1615 1521
leaf_count=3318589 429491 2030 23169 505824 452 9965 734 182 8379 1990 280 195 1031 141 1149 4496 1981 477 535 196 501 253 42 123 65 117 669 1972 1615 1521
internal_value=0 43.4288 -260.471 294.955 2421.01 1918.34 4003.98 9024.96 2517.38 20939.3 34666.1 65816.4 990.043 -18316.6 192.388 2592.16 13521.6 -10679.3 -20149.4 -39.4877 -31697.2 -48485.1 -7307.93 100541 26089.7 -21132.6 -1675.14 -3398.65 -7241.5 -2647.89
internal_weight=0 999575 452660 546915 41091 40639 30674 13237 8561 4676 2770 598 1906 875 17437 14284 4011 3153 2004 731 1273 754 519 318 2172 182 10273 9604 7632 6017
internal_count=4318164 999575 452660 546915 41091 40639 30674 13237 8561 4676 2770 598 1906 875 17437 14284 4011 3153 2004 731 1273 754 519 318 2172 182 10273 9604 7632 6017
is_linear=0
shrinkage=0.1


Tree=4797
num_leaves=31
num_cat=0
split_feature=2 1 1 3 5 0 0 1 2 4 2 5 1 5 5 5 3 5 1 1 2 0 6 0 5 3 3 5 5 5
split_gain=2.40093e+11 7.05478e+12 1.18431e+13 2.24619e+13 3.04448e+13 9.00347e+12 2.35193e+13 4.45558e+13 6.39627e+13 2.42096e+13 2.11259e+13 1.78436e+13 1.70677e+13 1.68121e+13 2.87373e+13 1.65107e+13 1.62199e+13 1.26332e+13 1.66375e+13 1.16439e+13 1.64905e+13 1.66967e+13 1.4454e+13 1.10237e+13 1.03921e+13 1.01273e+13 1.01191e+13 1.50883e+13 2.13796e+13 1.5451e+13
threshold=17.500000000000004 30.346469350000003 30.362552800000003 24.500000000000004 54.410000000000004 59.896318000000008 59.820733200000006 30.370618100000005 21.500000000000004 1.5000000000000002 19.500000000000004 51.815000000000005 30.370618100000005 57.005000000000003 56.505000000000003 69.015000000000015 23.500000000000004 60.005000000000003 30.425002000000003 30.451272450000005 22.500000000000004 59.853570100000006 1.5000000000000002 59.882016200000002 85.020000000000024 29.500000000000004 24.500000000000004 69.610000000000014 92.035000000000011 60.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 12 8 10 -10 -8 -9 15 14 -13 -4 -16 18 -15 20 22 -22 24 -24 -19 26 27 29 -29 -21
right_child=1 2 5 -5 -6 -7 7 11 9 -11 -12 13 -14 17 16 -17 -18 19 -20 25 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=4.5731511505961988 1906.3662459874122 -6254.7622917567314 -15687.724497144294 878.55615522854248 -60323.18886829097 -3153.2159689381065 42198.679840353259 236.61866770777212 67508.164918656796 184585.92417763159 -48434.603410823176 17343.83595787868 -209.85116491489458 57857.776084321122 152998.3015 -94387.668669181046 56387.990919682023 -25028.484298485826 -23432.656646760472 82811.530820312502 26108.3365390625 -74321.589612563781 23254.401073811852 99530.554589843756 47277.728648437507 -1172.390528405231 73066.030696080939 93637.061273300438 -13069.865304129466 -13893.64582236842
leaf_weight=4161628 15460 253 330 658 177 10008 69 2349 33 38 41 242 125884 29 25 29 57 97 191 20 25 49 90 24 25 92 61 57 28 95
leaf_count=4161628 15460 253 330 658 177 10008 69 2349 33 38 41 242 125884 29 25 29 57 97 191 20 25 49 90 24 25 92 61 57 28 95
internal_value=0 -121.581 -343.816 -10736.7 -28510.8 -263.041 -40.5079 7777.86 56176.4 130170 8417.18 5314.39 -271.945 15196.5 34679.9 -22045.1 85842.4 8047.4 -12717.1 14937.6 796.001 -40392.6 13711.1 39312.5 -10211.6 27356.5 37412.7 26538.5 58486.5 2924.65
internal_weight=0 156536 141076 1088 430 139988 129980 3737 181 71 110 3556 126243 1207 324 359 82 883 220 663 310 74 236 114 122 353 261 200 85 115
internal_count=4318164 156536 141076 1088 430 139988 129980 3737 181 71 110 3556 126243 1207 324 359 82 883 220 663 310 74 236 114 122 353 261 200 85 115
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=31
num_cat=0
split_feature=3 1 3 6 5 4 5 4 5 1 0 1 5 2 5 0 5 3 5 5 0 0 5 1 2 5 5 5 2 0
split_gain=2.49649e+11 3.79446e+12 3.40899e+13 1.79779e+13 1.39494e+13 1.31682e+13 1.11167e+13 1.09572e+13 1.59919e+13 1.09338e+13 1.05136e+13 1.91538e+13 1.19819e+13 9.7103e+12 9.44668e+12 9.05666e+12 1.74258e+13 2.27871e+13 8.99853e+12 1.61803e+13 8.72327e+12 8.40309e+12 8.28904e+12 1.91426e+13 1.16797e+13 8.24177e+12 7.79889e+12 2.33008e+13 1.38148e+13 2.21302e+13
threshold=23.500000000000004 30.243224600000001 24.500000000000004 1.5000000000000002 29.985000000000003 3.5000000000000004 65.905000000000015 2.5000000000000004 55.005000000000003 30.207352000000004 59.932719750000011 30.207352000000004 55.005000000000003 3.5000000000000004 52.710000000000008 59.863160500000006 66.990000000000023 25.500000000000004 94.040000000000006 104.75000000000001 59.853570100000006 59.853570100000006 51.405000000000008 30.226173900000003 10.500000000000002 78.710000000000022 74.010000000000005 75.750000000000014 7.5000000000000009 60.017447350000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -9 21 11 20 -13 -8 22 16 -4 18 -18 -20 -5 -6 24 -24 -11 -14 -15 -28 -29 -30
right_child=1 -3 15 10 5 -7 13 8 -10 14 -12 12 25 26 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-6.8901961434622354 4812.1873506433831 145.93294629892497 1320.758214832731 -21012.832937233612 -14018.119575160184 48334.315303679439 -81316.876724466463 -14408.442266845705 97897.739285714284 -7828.1612046141063 -5196.4651198738675 19131.411619535407 136988.30918898812 -49875.39552052816 -35800.958965910213 4563.5593510582821 -30486.392885890149 52598.400683593754 -135176.85509314906 -22503.267296875001 12950.23117094434 21639.291059463743 71585.566941964295 -22688.680092075894 -26382.383776983159 49404.558238636368 64914.117877604178 26435.604266826926 -5246.6135346283791 -117005.40985753677
leaf_weight=3990478 357 317149 709 110 139 31 41 32 21 644 1191 47 21 96 277 5285 132 28 26 25 242 126 35 56 717 22 30 26 37 34
leaf_count=3990478 357 317149 709 110 139 31 41 32 21 644 1191 47 21 96 277 5285 132 28 26 25 242 126 35 56 717 22 30 26 37 34
internal_value=0 83.9071 -1782.99 -8590.38 -13601.3 -16408.1 -17276.6 -14785.8 30090.2 -15978.6 -308.398 12862.8 54031.5 -36589.4 -18877.6 2969.57 -6187.19 -31415.3 -44269.9 -79944.7 2336.77 2935.97 -15649.2 13570.6 -17602.9 92178 -28365.9 -12106.8 -35927.7 -58764.9
internal_weight=0 327686 10537 4332 2699 2342 2311 2047 53 1994 1633 442 90 264 1729 6205 920 211 183 51 352 265 1452 91 1361 43 223 127 97 71
internal_count=4318164 327686 10537 4332 2699 2342 2311 2047 53 1994 1633 442 90 264 1729 6205 920 211 183 51 352 265 1452 91 1361 43 223 127 97 71
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 5 5 4 5 3 5 2 0 3 5 3 0 3 5 0 0 5 5 5 5 2 0
split_gain=2.32583e+11 2.62165e+12 1.53578e+13 3.08027e+13 1.7664e+13 5.84956e+13 1.69956e+13 1.49578e+13 1.41873e+13 1.71716e+13 1.58622e+13 2.14723e+13 1.28868e+13 1.21886e+13 1.18952e+13 1.22959e+13 1.16282e+13 1.16342e+13 2.08939e+13 2.42931e+13 1.81657e+13 1.31797e+13 2.75035e+13 1.98553e+13 1.7868e+13 1.68302e+13 1.50569e+13 1.30727e+13 1.20336e+13 1.12466e+13
threshold=61.284352600000013 57.550671000000001 57.057093650000006 57.814144100000007 56.301440000000007 55.601678500000013 55.518428350000008 55.299834250000011 118.33500000000002 161.85000000000002 2.5000000000000004 61.845000000000006 1.5000000000000002 49.010000000000012 10.500000000000002 57.945214300000011 3.5000000000000004 58.995000000000012 12.500000000000002 55.160271200000004 21.500000000000004 81.910000000000011 55.193434200000006 55.173809400000003 118.33500000000002 109.05000000000001 71.715000000000018 110.05000000000001 2.5000000000000004 54.484631300000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 6 7 16 10 -10 11 -5 -4 -14 15 -12 -3 29 -19 27 21 23 24 26 25 -23 -21 -20 -24 -18
right_child=-2 2 3 8 -6 -7 -8 -9 9 -11 14 -13 13 -15 -16 -17 17 18 19 20 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=10.420085205302223 35.328181219863836 4546.4570341990966 29251.823509235146 -1976.6706094277115 349.52601081468669 -24968.950657894151 45200.478272736385 -15999.274517761143 -70213.207812499997 9389.620428856384 9350.0410993403202 -29743.020331621505 -6401.292657345326 -17000.816437297974 -58466.931119791669 -1086.8669416451066 2960.1037401563594 -6992.7985715469913 -14595.90314287458 36853.166604678372 -24615.976577109992 17864.032801853795 15709.327928331164 -11123.949564903958 -25353.084959327782 102217.51706730769 -9068.5513523475802 -98281.083593750009 82958.469730392157 -2266.6729947603335
leaf_weight=2803895 1301749 3151 81 10635 160337 1092 78 699 64 47 2538 286 2501 1916 30 2033 6425 7525 280 238 127 262 36 339 91 26 102 20 102 11459
leaf_count=2803895 1301749 3151 81 10635 160337 1092 78 699 64 47 2538 286 2501 1916 30 2033 6425 7525 280 238 127 262 36 339 91 26 102 20 102 11459
internal_value=0 -15.2461 -353.874 -2981.86 -78.8898 -2222 -1419.68 -1537.43 -883.639 -36507.5 -628.888 -2703.82 -10274.3 -10999.1 4296.2 4708.12 -1202.52 -1872.65 -4773.31 5517.28 11343.2 15161.6 27191.9 6001.54 13274.1 25479.3 23076.7 -20174.9 65415.2 -388.903
internal_weight=0 3.01642e+06 212520 20131 192389 32052 30960 30882 15633 111 15522 10921 4498 4417 4601 4571 30183 27032 9148 1623 1323 1196 517 679 379 288 340 300 138 17884
internal_count=4318164 3016415 212520 20131 192389 32052 30960 30882 15633 111 15522 10921 4498 4417 4601 4571 30183 27032 9148 1623 1323 1196 517 679 379 288 340 300 138 17884
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 5 5 5 0 1 0 3 5 0 5 3 5 4 5 5 4 5 5 6 2 2 2 6 5 3
split_gain=2.39421e+11 3.39751e+12 2.98899e+13 2.07549e+13 2.10029e+13 2.31899e+13 4.9036e+13 2.30148e+13 2.04627e+13 2.27034e+13 4.94114e+13 2.66347e+13 2.29729e+13 1.99627e+13 2.52757e+13 1.91911e+13 2.29364e+13 4.10402e+13 1.74842e+13 3.88958e+13 2.56565e+13 2.86244e+13 2.26802e+13 2.08181e+13 2.45477e+13 3.0587e+13 2.83643e+13 1.74245e+13 1.68468e+13 2.65361e+13
threshold=56.838612000000005 60.601268000000012 60.528664650000003 56.852744000000008 60.58031445000001 51.015000000000008 50.805000000000007 46.405000000000008 56.895161300000005 60.611165000000007 56.863241500000008 8.5000000000000018 118.33500000000002 56.876792350000009 89.00500000000001 28.500000000000004 99.555000000000021 3.5000000000000004 96.015000000000015 94.040000000000006 2.5000000000000004 54.035000000000004 90.015000000000015 1.5000000000000002 7.5000000000000009 2.5000000000000004 9.5000000000000018 1.5000000000000002 105.35000000000001 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 18 6 7 -6 9 10 11 12 -3 14 -5 16 -13 27 19 20 21 -4 -22 -20 25 -25 -26 -18 -27 -30
right_child=1 8 3 13 5 -7 -8 -9 -10 -11 -12 15 -14 -15 -16 -17 17 -19 23 -21 22 -23 -24 24 26 28 -28 -29 29 -31
leaf_value=-11.395060071996815 69.990244266553958 15427.18229412686 -5578.2319630746379 -7903.500563365792 -4033.9648138367302 27810.903042861839 -94328.170774577215 66960.080422404673 57.586868815831394 1923.1687237696115 1529.7676296154659 38092.953521537383 -62383.388724275916 -2510.3572105025314 -34769.81956375821 8752.9923202423288 64132.117119565228 -973.13706794507584 71685.947169471168 -122087.15181361607 -17418.728132803044 27058.476029637521 -101259.05392857143 -38388.055892857141 -126133.56839192708 13652.930787037038 2497.0617565917969 171127.20864583334 36335.079865056818 191653.28210227273
leaf_weight=3498781 635354 509 942 6239 202 612 52 59 144588 14991 2112 479 41 11457 371 167 23 33 65 28 413 376 35 35 24 27 60 45 22 22
leaf_count=3498781 635354 509 942 6239 202 612 52 59 144588 14991 2112 479 41 11457 371 167 23 33 65 28 413 376 35 35 24 27 60 45 22 22
internal_value=0 48.6571 -52.8116 -3760.94 3980.11 16487.6 -5652.66 12014.5 457.298 3598.25 10964.4 26327.4 9626.76 -5035.19 -9411.43 38623.7 47224.4 90531.2 -1666.25 -5148.91 -3294.85 3732.39 -23968.8 22835.3 6123.21 38120.7 -34254.5 134938 75836.2 113994
internal_weight=0 819383 656395 21041 2974 925 313 261 162988 18400 3409 1297 550 18067 6610 747 580 101 2049 1794 1766 1318 448 255 190 106 84 68 71 44
internal_count=4318164 819383 656395 21041 2974 925 313 261 162988 18400 3409 1297 550 18067 6610 747 580 101 2049 1794 1766 1318 448 255 190 106 84 68 71 44
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=31
num_cat=0
split_feature=3 0 2 5 5 5 2 3 5 5 2 5 5 6 5 5 1 5 1 3 5 1 6 2 3 1 1 5 1 3
split_gain=2.55603e+11 2.29212e+12 4.41416e+12 9.66753e+12 2.93639e+13 1.74379e+13 1.04451e+13 8.60912e+12 1.44596e+13 1.02187e+13 5.32477e+12 1.4482e+13 1.2175e+13 5.64316e+12 7.6269e+12 4.89286e+12 2.03123e+13 4.45622e+13 2.63196e+13 2.89157e+13 1.94676e+13 4.21329e+13 3.82861e+13 6.06394e+13 2.37767e+13 4.27382e+13 3.93623e+13 3.82121e+13 2.61291e+13 1.88379e+13
threshold=10.500000000000002 43.592450450000008 17.500000000000004 81.910000000000011 72.705000000000013 94.040000000000006 20.500000000000004 22.500000000000004 104.75000000000001 118.33500000000002 18.500000000000004 57.995000000000012 60.905000000000008 1.5000000000000002 47.415000000000006 82.00500000000001 46.037218400000008 83.010000000000005 45.148007750000012 16.500000000000004 76.00500000000001 39.739656000000004 1.5000000000000002 9.5000000000000018 15.500000000000002 39.925119750000007 47.282206100000003 78.710000000000022 45.148007750000012 11.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 4 6 -5 10 8 -7 -10 11 -4 13 -12 -15 20 17 -17 -19 -20 -2 22 -22 -24 28 27 -27 -26 29 -23
right_child=1 -3 3 5 -6 7 -8 -9 9 -11 12 -13 -14 14 -16 16 -18 18 19 -21 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=18.941953679649309 1660.5352106756895 -42.799311407366851 -40825.839335937504 -89826.678125000006 119333.38057861329 -102411.84953125002 38207.451337139428 28871.116858552632 47810.733559782617 -39019.511529356059 21619.370283564815 63392.560351562504 -101129.73155691965 -75935.885677083337 1540.8784143518519 132279.42483618952 -1124.7888878688852 8159.8378583442818 115712.34501329786 -23196.780788352276 40132.522974537045 27586.199703124999 -33146.779074096681 -190101.413203125 6674.8826021634613 -128178.39710582385 23713.60545076069 168774.81671401518 -2828.0233317524999 -68044.559927550756
leaf_weight=2688514 10030 1614339 30 36 20 20 39 38 23 33 27 24 21 24 27 31 2465 1402 47 22 27 25 64 40 26 22 76 33 522 117
leaf_count=2688514 10030 1614339 30 36 20 20 39 38 23 33 27 24 21 24 27 31 2465 1402 47 22 27 25 64 40 26 22 76 33 522 117
internal_value=0 -31.2495 1186.53 -9724.71 4021.44 -29152.6 -7990.22 -9992.38 -29424.1 -3357.09 -19766.1 5493.45 -33544 -15347.9 -34918.8 1450.75 4460.88 13627.8 11127.3 71422.5 363.407 -13302.8 -65968.5 -93513.9 -4899.34 30098.2 -10384.6 97340.9 -13174.4 -51208.2
internal_weight=0 1.62965e+06 15311 362 212 150 192 114 76 56 153 54 99 78 51 14949 3967 1502 1471 69 10982 952 131 104 821 157 98 59 664 142
internal_count=4318164 1629650 15311 362 212 150 192 114 76 56 153 54 99 78 51 14949 3967 1502 1471 69 10982 952 131 104 821 157 98 59 664 142
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=31
num_cat=0
split_feature=5 1 0 1 0 0 1 5 1 3 3 6 5 5 5 3 5 1 2 5 0 5 6 5 4 6 1 0 2 1
split_gain=2.65826e+11 3.77729e+12 1.51674e+13 1.2945e+13 1.47912e+13 1.61841e+13 3.11606e+13 3.99802e+13 2.16864e+13 1.84416e+13 2.91961e+13 1.81888e+13 2.41514e+13 2.23051e+13 1.35801e+13 1.3364e+13 1.24996e+13 1.21903e+13 1.44588e+13 1.33413e+13 1.95682e+13 1.71054e+13 2.35566e+13 1.53654e+13 1.49284e+13 1.2623e+13 1.21607e+13 2.39736e+13 1.28533e+13 1.22284e+13
threshold=98.020000000000024 39.021425200000003 44.226894250000008 39.188277450000008 45.022371150000005 45.005863250000004 39.047276750000002 161.85000000000002 39.027779200000005 16.500000000000004 17.500000000000004 1.5000000000000002 104.75000000000001 105.35000000000001 116.06000000000002 20.500000000000004 102.01000000000001 39.262370300000008 17.500000000000004 103.45000000000002 51.636650050000007 101.05000000000001 1.5000000000000002 109.05000000000001 4.5000000000000009 1.5000000000000002 39.694727950000008 47.297889100000013 1.5000000000000002 39.614024000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 9 -9 -7 -11 -8 15 -14 -15 16 -13 18 19 21 -21 22 -5 -22 -25 -23 27 29 -29 -19
right_child=1 3 -4 17 -6 6 11 8 -10 10 -12 12 13 14 -16 -17 -18 26 -20 20 23 25 -24 24 -26 -27 -28 28 -30 -31
leaf_value=4.4656472541841508 78418.068812500002 -12327.335591769106 508.06836409107467 101898.15821533203 -11266.516684963668 -45591.398172104782 -25862.770855978262 5692.304850260417 140124.3359375 72169.711428163107 -45118.269335937504 59009.258653336874 155468.14526163737 7055.7168301196816 71729.662732514887 -31398.48521875 -25361.385999999999 22749.535948129254 -53114.38881048387 -63480.909960937504 55501.161645384927 -90972.720085592839 -21768.750708575582 10347.276127265797 97711.753869047621 2632.0508437500002 -257.38779877071278 10178.016358947754 -52720.928533723869 -8686.7367317687513
leaf_weight=4182669 25 422 50524 24 2253 170 46 24 24 41 44 59 24 47 105 50 25 147 31 24 149 34 43 285 21 25 79834 40 173 782
leaf_count=4182669 25 422 50524 24 2253 170 46 24 24 41 44 59 24 47 105 50 25 147 31 24 149 34 43 285 21 25 79834 40 173 782
internal_value=0 -137.853 546.6 -545.151 -6652.79 2963.04 12754.5 -10815.8 72908.3 -26575.6 11455.9 32815.6 41522.8 65877.7 51731.8 9534.23 33898.9 -295.643 13494.9 16907.9 24524.1 -12045.8 22529.8 29166.1 16342.9 -51309.7 -403.956 -10650.1 -40908.9 -3712.43
internal_weight=0 135495 50549 84946 3334 1081 659 303 48 255 85 356 310 176 152 134 84 81612 636 605 479 126 67 455 306 59 80976 1142 213 929
internal_count=4318164 135495 50549 84946 3334 1081 659 303 48 255 85 356 310 176 152 134 84 81612 636 605 479 126 67 455 306 59 80976 1142 213 929
is_linear=0
shrinkage=0.1


Tree=4803
num_leaves=31
num_cat=0
split_feature=1 1 1 0 6 3 5 2 3 0 0 0 3 5 0 0 3 3 5 3 5 3 0 3 2 1 0 1 0 5
split_gain=2.43159e+11 6.14772e+12 1.03116e+13 2.72485e+13 1.32254e+13 2.47229e+13 4.71197e+13 2.18002e+13 1.22593e+13 1.39383e+13 1.1911e+13 1.83866e+13 1.2698e+13 1.10505e+13 1.07763e+13 3.34052e+13 1.96295e+13 1.71848e+13 1.39142e+13 1.20516e+13 1.45048e+13 1.14701e+13 1.51783e+13 9.79159e+12 9.57729e+12 1.18216e+13 1.67089e+13 1.86793e+13 2.16891e+13 3.14462e+13
threshold=43.574807850000006 44.660994650000006 45.148007750000012 54.484631300000011 1.5000000000000002 16.500000000000004 88.015000000000015 16.500000000000004 9.5000000000000018 54.194619400000008 52.719210700000012 53.242949050000007 14.500000000000002 49.995000000000012 43.056445700000005 43.465905150000005 5.5000000000000009 10.500000000000002 55.405000000000008 9.5000000000000018 104.75000000000001 15.500000000000002 53.204054050000003 2.5000000000000004 1.5000000000000002 43.94115175000001 56.338501050000012 44.005491150000005 56.301440000000007 85.91500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 4 7 8 -7 14 9 -6 12 -12 -10 -5 17 16 -16 19 -17 -3 -21 -20 -23 -15 25 -2 27 -27 -29 -30
right_child=1 2 -4 13 5 6 -8 -9 10 -11 11 -13 -14 23 15 18 -18 -19 21 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-23.90534447233426 1010.4126262356349 13975.883214896641 6.7626063054843675 -13778.419910325832 -6730.0127718117337 -14302.237825719323 -122616.81053873699 82532.931489955357 -8777.1701011791574 1724.6809819065788 13135.5986891107 -3271.9639296628993 -73468.129229910715 -25811.816040039062 14064.172522536057 -2697.7452560387806 -49115.574586773866 104297.45343750001 -3174.1547917168573 1178.9860306140988 -101901.7112109375 6209.8956114157654 42227.765614566641 -76742.287427083342 1219.6010817536987 -11327.359275641898 -21894.950285217881 -2531.1975444883683 23934.652111358897 -50831.801386088715
leaf_weight=2143177 8447 757 2060238 167 7012 246 48 35 228 2701 1360 1372 35 76 65 1134 202 20 227 43 20 234 234 75 83103 1951 515 3773 607 62
leaf_count=2143177 8447 757 2060238 167 7012 246 48 35 228 2701 1360 1372 35 76 65 1134 202 20 227 43 20 234 234 75 83103 1951 515 3773 607 62
internal_value=0 23.5557 -13.0531 -2519.04 -1941.98 -3317.47 -31986.2 4077.57 -2654.22 -4378.92 2939.13 4895.78 -17386.2 -31504.3 3142.31 -693.005 -33734.7 12712.3 4130.47 10478.5 -31545 15271.8 24218.8 -51108.4 795.653 -1498.8 -4567.03 -3171.14 411.201 17005.6
internal_weight=0 2.17499e+06 2.07653e+06 16291 15973 13002 294 2971 12708 9713 2995 2732 263 318 2936 2096 267 840 1829 820 63 695 468 151 98458 15355 6908 6393 4442 669
internal_count=4318164 2174987 2076529 16291 15973 13002 294 2971 12708 9713 2995 2732 263 318 2936 2096 267 840 1829 820 63 695 468 151 98458 15355 6908 6393 4442 669
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=31
num_cat=0
split_feature=0 0 5 6 1 3 3 0 0 0 1 3 0 3 3 1 5 5 5 1 2 0 4 4 5 2 0 2 2 1
split_gain=2.45456e+11 3.15967e+12 4.96865e+12 4.27408e+12 7.12048e+12 6.67706e+12 7.1267e+12 6.94355e+12 6.32888e+12 5.24647e+12 5.6503e+12 1.03139e+13 6.11387e+12 7.3469e+12 4.47785e+13 1.10183e+13 9.64647e+12 1.15815e+13 7.16427e+12 7.3374e+12 9.76195e+12 1.89752e+13 2.75636e+13 1.27747e+13 1.6338e+13 8.70512e+12 7.39642e+12 9.2842e+12 8.55646e+12 9.97646e+12
threshold=54.942865800000007 54.947737500000009 102.01000000000001 1.5000000000000002 82.957885500000017 14.500000000000002 12.500000000000002 54.943649450000002 54.943649450000002 54.943649450000002 82.975438000000011 9.5000000000000018 54.946533000000009 17.500000000000004 11.500000000000002 82.966612450000014 84.030000000000015 73.405000000000015 32.615000000000009 82.966612450000014 5.5000000000000009 54.943968150000011 1.5000000000000002 2.5000000000000004 59.025000000000013 3.5000000000000004 54.945614000000006 6.5000000000000009 6.5000000000000009 82.958618050000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -5 -8 -2 -6 11 -11 13 14 18 -16 17 -15 -13 26 23 22 -22 25 -25 -21 28 -28 29 -20
right_child=1 -3 -4 5 9 -7 7 -9 -10 10 -12 12 -14 16 15 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=35.099356355364556 27031.222466856063 8.2209613560322516 -45950.898274739586 -1489.1420764514835 -1692.558670981573 7677.5613897728344 -66458.908125000002 -11832.24927687872 -4128.858478873738 -23012.389979845415 -4295.8402269059216 -2832.7586391602217 -617.92457975298453 -652.60279107906786 45281.040470112552 -20469.102668108259 28252.691353934155 -16019.414336282847 9106.618931703355 1338.6458751372465 8806.6861831496881 2555.668956592724 38320.137169002912 19730.704003339019 -404.99341877081019 -7309.693834839919 -3687.8582579110039 13646.413519345733 -1244.0153483693584 1197.9337900325402
leaf_weight=1363348 66 2798789 24 33432 15880 787 25 336 5261 188 2646 3734 35310 13461 284 28 112 509 1837 3503 2087 5005 373 729 901 1743 461 937 14259 12109
leaf_count=1363348 66 2798789 24 33432 15880 787 25 336 5261 188 2646 3734 35310 13461 284 28 112 509 1837 3503 2087 5005 373 729 901 1743 461 937 14259 12109
internal_value=0 -16.1948 -454.161 -447.162 -167.832 -1427.99 -1640.05 -15615.3 -3742.79 -3.79698 263.8 387.453 432.628 1030.24 1619.57 39380.4 -978.147 -1212.5 1372.47 1729.8 3586.32 6090.3 13281.7 867.839 8600.48 -1534.79 830.416 7930.32 478.505 2239.68
internal_weight=0 2.95482e+06 156027 156003 121423 34580 33793 361 5327 116096 100216 97570 97382 62072 47990 312 14082 13970 47678 43944 14341 7465 2460 6876 1630 5246 29603 1398 28205 13946
internal_count=4318164 2954816 156027 156003 121423 34580 33793 361 5327 116096 100216 97570 97382 62072 47990 312 14082 13970 47678 43944 14341 7465 2460 6876 1630 5246 29603 1398 28205 13946
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 5 3 0 0 5 0 3 5 3 5 0 0 5 3 0 5 5 3 0 5 5 0 1 3 5
split_gain=2.65013e+11 6.94787e+12 5.18874e+13 1.75857e+13 1.51918e+13 1.53998e+13 9.51135e+12 8.29541e+12 4.64576e+13 1.89128e+13 1.24855e+13 8.41568e+12 9.68207e+12 8.28663e+12 8.05828e+12 7.80873e+12 2.45023e+13 1.2739e+13 1.00102e+13 8.294e+12 7.38609e+12 7.21377e+12 7.02838e+12 6.86296e+12 1.18386e+13 6.7613e+12 6.15015e+12 6.04313e+12 5.02734e+13 1.51044e+13
threshold=48.712293450000011 47.981192400000005 55.86787755000001 1.5000000000000002 2.5000000000000004 86.810000000000016 23.500000000000004 55.842510000000011 54.484631300000011 57.705000000000005 55.860536450000005 5.5000000000000009 38.455000000000005 2.5000000000000004 120.05000000000001 54.194619400000008 53.145783300000012 99.555000000000021 20.500000000000004 53.242949050000007 52.020000000000003 68.52500000000002 3.5000000000000004 45.254062050000009 62.015000000000008 41.995000000000012 56.635684300000008 47.854228500000012 9.5000000000000018 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 6 -4 20 14 8 15 13 11 12 -9 -10 23 16 -5 18 -17 -18 26 -13 -11 -3 -25 -15 -6 -1 29 -29
right_child=-2 2 4 7 5 -7 -8 10 9 22 -12 21 -14 25 -16 17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-21.042616689032144 27.576279677042692 -568.14262080229526 7688.2007891226503 1162.6701439051594 -19455.416681178413 -89750.634014892581 48722.883335540253 -1304.1874572345919 -1059.8552113722146 -26717.456604166669 -8923.7498414110214 737.11910179745337 10108.190383960311 -12685.273864135743 -33401.857051948879 7971.9071839000071 -15440.408897253636 66379.47407366072 -25771.422840372721 -54456.4451536017 -29022.425481606904 -15442.632327674959 -65324.868819205221 6203.881783192428 27708.960361213089 -34571.656613991479 -2319.8728569216196 3724.2934206669775 -9621.9116787220191 16826.430491970314
leaf_weight=2357293 1928534 516 207 3717 768 32 59 1122 237 75 1013 1621 2203 290 46 1044 712 35 96 59 556 332 127 776 382 275 288 11764 3034 951
leaf_count=2357293 1928534 516 207 3717 768 32 59 1122 237 75 1013 1621 2203 290 46 1044 712 35 96 59 556 332 127 776 382 275 288 11764 3034 951
internal_value=0 -22.2552 -2061.72 -79.5893 -17842.7 -21057.4 9243.42 -1359.54 -3817.33 -23642.6 1245.14 3196.85 6257.16 -16754.5 7889.18 -302.483 -2202.51 6954.81 5130.36 -18426.1 -19693.8 -2013.36 -50990.4 9023.82 13298 -23337.9 -14782.1 -7.999 1944.35 4704.25
internal_weight=0 2.38963e+06 16588 14737 1851 1644 1779 12958 6667 1004 6291 5278 3325 802 1720 5663 4488 1175 1140 771 1612 1953 202 1674 1158 565 1056 2.37304e+06 15749 12715
internal_count=4318164 2389630 16588 14737 1851 1644 1779 12958 6667 1004 6291 5278 3325 802 1720 5663 4488 1175 1140 771 1612 1953 202 1674 1158 565 1056 2373042 15749 12715
is_linear=0
shrinkage=0.1


Tree=4806
num_leaves=31
num_cat=0
split_feature=1 5 5 2 0 1 2 2 1 1 2 2 3 0 2 3 4 5 0 3 4 5 1 2 3 3 4 1 2 1
split_gain=2.64441e+11 1.3785e+12 4.85871e+12 6.91053e+12 1.71306e+13 1.48389e+13 9.58512e+12 1.74525e+13 6.99285e+12 1.48761e+13 6.30169e+12 1.17398e+13 7.87576e+12 7.1832e+12 5.45252e+12 4.93302e+12 4.23754e+12 3.49004e+12 7.33715e+12 1.07097e+13 9.05497e+12 6.90149e+12 1.32194e+13 1.08068e+13 1.53405e+13 1.07225e+13 9.61702e+12 9.20064e+12 6.36404e+12 6.26456e+12
threshold=83.000022850000008 137.05000000000004 142.05000000000004 3.5000000000000004 56.009576300000013 86.067573200000012 7.5000000000000009 9.5000000000000018 92.896330950000007 86.192907650000009 16.500000000000004 15.500000000000002 13.500000000000002 53.355366400000001 14.500000000000002 11.500000000000002 1.0000000180025095e-35 120.05000000000001 54.484631300000011 16.500000000000004 4.5000000000000009 128.92000000000004 83.761389800000003 4.5000000000000009 12.500000000000002 5.5000000000000009 3.5000000000000004 86.192907650000009 3.5000000000000004 91.398302750000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 17 3 4 5 -3 8 -8 9 -5 11 12 15 -14 -15 16 -4 -2 19 20 21 23 -23 25 26 -19 -25 -24 -29 -27
right_child=1 2 10 6 -6 -7 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 -22 22 27 24 -26 29 -28 28 -30 -31
leaf_value=9.3084024458270758 -63.728104308149298 63036.627527573532 35610.053965435611 -34405.603268185179 119209.84523437501 -27347.015304487184 109928.0276953125 -7172.9713337053581 -53368.907467830883 70972.029501488098 53969.560276100856 -60888.490322580648 71389.656219951925 2446.6733865489132 57864.045667613638 -34569.718787202379 -591.99367323684692 13195.851041666667 -11958.673934119855 -47779.789110008453 -29469.104345703126 69284.003678385416 -44059.068713831017 16025.831862331081 65382.303859105603 118814.28260869566 -55598.107887027138 -22677.173692255437 25482.710617244946 50828.466287878793
leaf_weight=3782924 531932 34 33 37 20 39 20 35 34 21 22 31 26 92 22 42 1600 45 710 37 56 24 54 37 29 23 38 46 68 33
leaf_count=3782924 531932 34 33 37 20 39 20 35 34 21 22 31 26 92 22 42 1600 45 710 37 56 24 54 37 29 23 38 46 68 33
internal_value=0 -65.7892 2486.39 15880.3 37214.1 14749.5 2383.46 35409.2 -17360.2 3748.37 765.543 131.476 1173.69 23958.8 13141.3 -730.738 139.585 -75.8805 -5462.74 3949.74 8174.89 13484.9 -139.059 26244.9 3618.41 49543.4 -20263.6 -10056.6 6049.77 78751.2
internal_weight=0 535240 2108 240 93 73 147 55 92 58 1868 1846 1815 140 114 1675 1633 533132 1200 490 453 397 192 205 104 101 75 168 114 56
internal_count=4318164 535240 2108 240 93 73 147 55 92 58 1868 1846 1815 140 114 1675 1633 533132 1200 490 453 397 192 205 104 101 75 168 114 56
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=31
num_cat=0
split_feature=4 1 5 5 0 3 1 2 5 5 1 5 1 3 0 3 1 1 5 5 1 1 5 5 2 5 1 0 3 5
split_gain=2.54393e+11 2.86084e+12 5.41443e+12 3.84443e+12 3.31481e+12 1.13484e+13 2.75366e+13 8.96596e+12 6.84298e+12 2.18755e+13 2.20264e+13 1.60724e+13 5.53756e+13 2.24855e+13 1.15048e+13 9.48902e+12 1.27739e+13 2.3646e+13 8.87838e+12 3.11606e+13 1.94561e+13 1.41308e+13 1.34363e+13 2.04604e+13 1.57638e+13 7.75499e+12 1.01599e+13 8.18797e+12 1.18361e+13 1.61134e+13
threshold=1.0000000180025095e-35 82.958618050000013 177.02500000000003 142.05000000000004 44.874285750000006 23.500000000000004 39.726951800000002 9.5000000000000018 81.00500000000001 94.040000000000006 41.950906500000009 70.00500000000001 39.787929450000007 8.5000000000000018 43.465905150000005 3.5000000000000004 44.083877800000003 39.899261850000009 55.005000000000003 54.710000000000008 39.753614400000011 39.969502550000009 57.005000000000003 65.045000000000016 5.5000000000000009 52.990000000000002 39.726951800000002 43.642715500000008 15.500000000000002 41.995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 8 -7 -8 11 10 -10 18 13 -13 -14 -11 17 -17 19 25 22 -22 -20 24 -24 27 -27 28 -1 -30
right_child=-2 2 -4 -5 -6 6 7 -9 9 15 -12 12 14 -15 -16 16 -18 -19 20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-1056.4740431637945 -5.9434168042513358 500.57446717963785 -50273.079017857148 44347.892172851571 -313.42415858318213 41913.040095766133 -125217.38913352274 -43748.767500000002 -89455.726906779673 -39208.238722278227 6668.5069433593744 187755.03264062502 10309.031946790541 47392.737946428577 -82361.612276785716 -12971.374218750001 -24777.100082236844 96069.251998546519 -118610.18318359375 101280.85480957032 82101.121399456519 -3701.087631330819 -41594.558509497554 -107361.96377704327 45554.085446428573 -74730.63294270834 3117.1612253289477 7359.099288660399 27874.116165482959 -37303.208655894887
leaf_weight=4451 4073891 103308 21 20 132861 31 22 35 59 31 40 25 37 21 21 37 38 43 20 32 23 116 51 26 35 30 38 2482 275 44
leaf_count=4451 4073891 103308 21 20 132861 31 22 35 59 31 40 25 37 21 21 37 38 43 20 32 23 116 51 26 35 30 38 2482 275 44
internal_value=0 99.1221 498.743 509.061 -193.947 1774.79 -33939.6 -75192.8 2168.88 -14181.8 -50617.7 2693.66 41740 123677 -23244.1 10027.2 22961.9 45638 2160.95 2816.17 -15614.6 10496.4 -43110.2 -29628 -6127.09 2385.72 -31227.5 2700.9 277.081 18884.1
internal_weight=0 244273 103349 103328 140924 8063 88 57 7975 248 99 7727 104 46 58 149 118 80 7623 7352 271 139 132 112 86 7320 68 7252 4770 319
internal_count=4318164 244273 103349 103328 140924 8063 88 57 7975 248 99 7727 104 46 58 149 118 80 7623 7352 271 139 132 112 86 7320 68 7252 4770 319
is_linear=0
shrinkage=0.1


Tree=4808
num_leaves=31
num_cat=0
split_feature=1 5 3 3 1 5 2 6 5 0 1 4 1 2 5 0 0 2 0 0 5 2 6 1 2 5 5 1 0 1
split_gain=2.54119e+11 1.29187e+12 4.16861e+12 5.16992e+12 5.9587e+12 1.72617e+13 1.25834e+13 5.47364e+12 5.04293e+12 7.434e+12 6.76509e+12 6.94313e+12 7.67535e+12 5.36774e+12 5.24117e+12 7.91222e+12 5.19291e+12 5.04931e+12 4.52432e+12 6.08655e+12 4.35104e+12 4.24535e+12 4.03806e+12 9.17632e+12 8.21715e+12 7.57013e+12 5.3351e+12 8.83241e+12 1.10167e+13 6.85101e+12
threshold=83.000022850000008 39.995000000000012 8.5000000000000018 9.5000000000000018 83.026705000000007 38.210000000000008 4.5000000000000009 1.5000000000000002 36.005000000000003 56.054485600000007 113.46563545000002 1.5000000000000002 83.003542850000017 3.5000000000000004 29.050000000000004 56.121679000000007 55.993277250000013 4.5000000000000009 54.978840000000005 54.736324100000012 35.985000000000007 3.5000000000000004 1.5000000000000002 83.001620750000015 3.5000000000000004 39.355000000000011 39.305000000000007 83.006817700000013 55.017213950000006 83.026705000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 7 -7 -4 9 -2 11 12 -10 -12 -11 -16 18 -15 19 -14 -17 -20 23 24 -5 -25 29 -28 -29 -24
right_child=1 -3 3 22 -6 6 -8 -9 10 14 13 -13 16 17 15 20 -18 -19 21 -21 -22 -23 26 25 -26 -27 27 28 -30 -31
leaf_value=9.1249354235938522 -292.53512947543584 38.668755392981325 32822.294022529073 47260.254309475808 -1832.4208055926081 18231.30807935138 -40745.555590392003 -3973.2303552548565 -13639.654161378934 -3189.0348290564161 182.80394902768342 -501.45477227850279 11548.029415104853 -33555.314587402347 19177.326072433072 5944.3733637371761 -3946.2621674508759 -1842.545795415522 10526.057673392774 -2496.7690750270212 -6466.4322640421924 26456.756811588264 1643.0183026612949 -898.97266606900837 7960.5035537109379 -12663.982377746141 -7428.3442920491088 13651.88013057607 -3907.569771346426 -927.23485651329452
leaf_weight=3782924 33706 371456 43 62 13054 43 228 676 154 703 460 1456 1229 112 417 2075 264 91 369 412 327 306 26618 59351 375 552 2166 561 984 16990
leaf_count=3782924 33706 371456 43 62 13054 43 228 676 154 703 460 1456 1229 112 417 2075 264 91 369 412 327 306 26618 59351 375 552 2166 561 984 16990
internal_value=0 -64.4925 -298.458 -595.114 -2399.67 -9879.38 -31387.6 -1772.66 559.503 164.256 3591.5 5076.68 8047.34 -5794.54 4535.8 6462.22 9341.83 -19339.2 10856.5 8021.85 4254.81 17748 -359.711 -902.057 13536.2 -1007.39 331.875 -3308.04 2468.39 641.629
internal_weight=0 535240 163784 121703 14044 990 271 719 42081 37228 4853 4190 2734 663 3522 2819 2580 203 2316 1641 2402 675 107659 60340 437 59903 47319 3711 1545 43608
internal_count=4318164 535240 163784 121703 14044 990 271 719 42081 37228 4853 4190 2734 663 3522 2819 2580 203 2316 1641 2402 675 107659 60340 437 59903 47319 3711 1545 43608
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=31
num_cat=0
split_feature=1 1 0 6 0 3 0 5 3 2 5 3 3 3 0 5 0 5 2 0 2 5 4 5 2 5 5 2 0 0
split_gain=2.47278e+11 8.32632e+12 5.26558e+13 1.38904e+13 3.45631e+13 3.46809e+13 2.0744e+13 1.84712e+13 1.43378e+13 2.04776e+13 1.7654e+13 1.26337e+13 1.19068e+13 3.34287e+13 1.50587e+13 1.02455e+13 9.91962e+12 1.76e+13 9.61526e+12 9.28811e+12 9.12644e+12 3.72821e+13 2.31089e+13 1.92955e+13 3.68391e+13 3.17013e+13 2.02739e+13 1.83103e+13 1.68809e+13 2.0485e+13
threshold=60.648383500000008 60.628582700000003 56.758269450000007 1.5000000000000002 56.802385350000009 10.500000000000002 56.819808050000006 63.145000000000003 32.500000000000007 22.500000000000004 128.92000000000004 8.5000000000000018 25.500000000000004 26.500000000000004 56.876792350000009 80.815000000000012 56.819808050000006 95.020000000000024 3.5000000000000004 57.265292900000006 5.5000000000000009 118.33500000000002 3.5000000000000004 114.05000000000001 14.500000000000002 132.05000000000004 107.05000000000001 7.5000000000000009 56.802385350000009 56.831297550000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 -4 6 -6 18 9 10 -9 -3 14 16 20 19 17 -14 -7 -16 21 -5 -23 26 25 28 -22 -27 -25 -30
right_child=-2 2 3 12 5 7 -8 8 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=-3.5189311986301628 35.475920540925379 -30362.628395402764 -9592.9191466334796 -1931.2212028190497 129552.74902871622 -19046.35191826399 33397.643659196816 19770.791072852546 837.05804845010084 113743.22312199521 97024.42389112903 -75367.817846385544 -36145.09959965061 1719.2735617195174 -8072.6216956126736 -52176.568352399554 19553.137179129462 -126819.03953804349 4685.6431522824942 -74938.798000372029 2645.7856419572609 -133268.65052849264 -24034.731475694447 151347.58950892856 -54421.031821646349 -65607.284201388888 -54167.887152099611 36586.8207109375 13468.828542877909 112263.09347370428
leaf_weight=2951033 1350371 251 1156 6461 37 215 57 646 310 26 31 83 309 541 1928 56 28 23 829 21 3379 34 45 28 41 27 64 50 43 41
leaf_count=2951033 1350371 251 1156 6461 37 215 57 646 310 26 31 83 309 541 1928 56 28 23 829 21 3379 34 45 28 41 27 64 50 43 41
internal_value=0 -16.1418 -2238.73 -1439.46 4352.48 11847.1 71245.9 9132.68 18752.7 26652.9 23308.3 -41546.6 -2899.48 -13993.4 -2081.37 -10004.8 -37606.1 -42426.7 -201.693 -8793.09 -525.858 -2766.1 -71046.8 3463.03 31505.9 50146.2 1589.71 752.524 84104.3 61689.8
internal_weight=0 2.96779e+06 16760 16426 3307 2151 94 2057 1013 703 677 334 13119 901 12218 2005 360 332 1044 1949 10213 6540 79 3673 230 189 3443 77 112 84
internal_count=4318164 2967793 16760 16426 3307 2151 94 2057 1013 703 677 334 13119 901 12218 2005 360 332 1044 1949 10213 6540 79 3673 230 189 3443 77 112 84
is_linear=0
shrinkage=0.1


Tree=4810
num_leaves=31
num_cat=0
split_feature=5 1 1 5 0 1 2 5 5 0 1 1 0 3 3 2 2 5 5 0 2 0 2 0 4 5 3 3 2 0
split_gain=2.54741e+11 1.91742e+12 9.22796e+12 3.70013e+13 1.68128e+13 1.21539e+13 1.69092e+13 1.12065e+13 3.04324e+13 9.51375e+12 8.53113e+12 2.58518e+13 2.1113e+13 3.07909e+13 6.00416e+13 1.42229e+13 1.01383e+13 1.02004e+13 1.30274e+13 1.11964e+13 9.36255e+12 9.01487e+12 1.09933e+13 1.20272e+13 1.55812e+13 9.812e+12 1.00224e+13 1.35925e+13 3.38015e+13 2.30582e+13
threshold=110.05000000000001 38.058342000000003 37.998366300000008 125.85000000000001 55.619594000000006 37.971176850000006 2.5000000000000004 118.33500000000002 123.15000000000002 44.580511600000001 37.275078000000001 37.214886200000009 55.68356880000001 13.500000000000002 4.5000000000000009 7.5000000000000009 7.5000000000000009 123.15000000000002 132.05000000000004 55.86787755000001 3.5000000000000004 55.993277250000013 1.5000000000000002 56.338501050000012 3.5000000000000004 161.85000000000002 19.500000000000004 21.500000000000004 4.5000000000000009 55.628356700000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 9 10 -7 -8 -9 -5 11 -2 13 14 -13 -15 17 -14 20 -20 -19 25 -23 -24 -25 26 -12 28 -28 -30
right_child=1 -3 3 4 -6 6 7 8 -10 -11 21 12 16 15 -16 -17 -18 18 19 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=3.2164215924115638 1.3793880397838585 -479.71980773167871 91943.484825303836 4867.3894921874999 30478.91074969952 38064.038612365723 -7560.2337993421061 -170562.89730113637 -22774.364980035083 -82538.742418323876 9560.0747848974879 -13418.514118840145 49488.327059659088 -79105.792656250007 -228327.36433293272 27765.111517518941 -69586.510237630209 -12165.640713355657 36770.293171574522 -48332.107004616482 -107767.05326171877 40040.388802083333 -43545.560734116734 -42177.505064655175 59024.912695312501 -7024.9953630485797 -151138.13848632813 2615.5169326944088 -58441.012533166271 31729.039803726948
leaf_weight=4243743 13185 55506 54 20 52 28 38 22 38 33 3189 26 33 20 26 33 24 21 52 22 20 30 121 29 32 596 20 1037 53 61
leaf_count=4243743 13185 55506 54 20 52 28 38 22 38 33 3189 26 33 20 26 33 24 21 52 22 20 30 121 29 32 596 20 1037 53 61
internal_value=0 -183.411 686.104 24675.6 -9919.31 482.739 -30470.7 -50052 -76963.5 -49555.3 692.085 -633.792 -30867.5 -66202.5 -120873 -12563.5 -9296.7 480.028 -13583.2 11469.6 -58800.5 4145.83 -16047.9 -25293.2 10912.3 5009.65 6654.75 -1257.36 -31228.8 -10192.1
internal_weight=0 74421 18915 159 105 18756 126 98 60 53 18630 13462 277 105 52 53 172 148 115 74 41 5168 212 182 61 4956 4360 1171 134 114
internal_count=4318164 74421 18915 159 105 18756 126 98 60 53 18630 13462 277 105 52 53 172 148 115 74 41 5168 212 182 61 4956 4360 1171 134 114
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=31
num_cat=0
split_feature=5 4 3 6 4 1 0 3 0 1 0 0 0 3 1 2 4 1 0 0 0 0 3 1 0 1 0 2 0 3
split_gain=2.39333e+11 8.60167e+11 3.09425e+12 2.7095e+12 6.511e+12 7.46304e+12 3.39466e+12 4.06708e+12 5.73961e+12 1.20853e+13 1.16759e+13 6.51167e+12 5.14962e+12 7.29617e+12 6.74839e+12 4.22041e+12 8.17438e+12 4.45512e+12 6.29839e+12 4.2674e+12 1.27838e+13 1.08609e+13 1.05105e+13 3.4401e+13 1.04124e+13 7.63609e+12 1.00457e+13 1.69655e+13 9.23456e+12 7.55063e+12
threshold=225.45000000000002 3.5000000000000004 26.500000000000004 1.5000000000000002 4.5000000000000009 44.660994650000006 45.040161900000008 16.500000000000004 45.254062050000009 38.996948700000011 45.059881250000011 47.222459950000008 55.755036050000008 17.500000000000004 38.984911950000004 1.5000000000000002 4.5000000000000009 86.192907650000009 55.993277250000013 55.734663800000007 55.193434200000006 55.777112100000004 7.5000000000000009 47.208373000000009 55.120365700000008 39.826386800000009 56.143542450000005 4.5000000000000009 59.932719750000011 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 8 9 10 -8 -10 13 -9 -15 16 -13 19 -19 20 24 -21 25 -24 -17 28 -27 29 -23 -28
right_child=1 2 -4 6 5 -7 7 12 11 -11 -12 15 -14 14 -16 17 -18 18 -20 21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.73998294694117428 2234.4485379352082 -22019.80365349265 -37926.930894886369 -10923.0740371551 2287.6392045454545 63223.548078547305 -54361.580184659098 37509.358727134146 -54826.25302309783 90709.453324962815 42247.895096982764 63369.262015086206 50386.962410714288 17447.726822916666 -52620.410435267855 874.39645261301575 487.75571289062503 -56094.254017857151 14252.965859375001 -79431.708309659094 60090.490473090278 62933.488083555647 -124897.14585129311 7397.6345158811473 -71976.600488281256 49158.401081730772 -32465.173482142854 -81713.789453125006 -15169.406193033854 27612.830194561302
leaf_weight=4313902 2036 34 22 299 44 37 22 41 23 21 29 29 35 27 28 1030 72 35 20 22 36 41 29 61 20 26 35 32 24 52
leaf_count=4313902 2036 34 22 299 44 37 22 41 23 21 29 29 35 27 28 1030 72 35 20 22 36 41 29 61 20 26 35 32 24 52
internal_value=0 748.997 -609.664 -237.168 14706.6 30122.6 -1059.82 587.724 -751.729 26863 573.219 -2004.57 17550.7 5579.18 -18223.3 -1227.78 18542.8 -2592.67 -30513.4 -1502.01 1495.72 -11612.4 -6638.97 -35230.7 -513.242 5614.62 -7152.67 -19455.9 34095.5 3443.52
internal_weight=0 4262 2226 2204 115 81 2089 1790 1659 72 51 1587 131 96 55 1564 101 1463 55 1408 1086 322 300 90 1050 210 145 119 65 87
internal_count=4318164 4262 2226 2204 115 81 2089 1790 1659 72 51 1587 131 96 55 1564 101 1463 55 1408 1086 322 300 90 1050 210 145 119 65 87
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=31
num_cat=0
split_feature=3 1 1 3 0 5 4 5 2 3 3 5 3 5 3 2 5 5 5 5 5 2 3 1 2 2 0 3 5 5
split_gain=2.37451e+11 3.55484e+12 1.02107e+13 1.36015e+13 5.67137e+13 3.2633e+13 1.15037e+13 7.79328e+12 7.73049e+12 8.39283e+12 3.76672e+13 1.99727e+13 1.03272e+13 7.07382e+12 5.58181e+12 7.7102e+12 8.40651e+12 5.18498e+12 4.96057e+12 4.82575e+12 4.80137e+12 4.58925e+12 7.44487e+12 4.44982e+12 1.35196e+13 1.28769e+13 1.24014e+13 1.15189e+13 1.59926e+13 8.61429e+12
threshold=32.500000000000007 37.620907050000007 37.559851850000008 33.500000000000007 55.842510000000011 38.905000000000008 2.5000000000000004 56.505000000000003 21.500000000000004 36.500000000000007 37.500000000000007 48.945000000000007 35.500000000000007 38.610000000000007 35.500000000000007 32.500000000000007 43.810000000000009 49.995000000000012 40.605000000000011 35.505000000000003 73.995000000000019 14.500000000000002 38.500000000000007 37.542000650000013 21.500000000000004 13.500000000000002 55.56564190000001 36.500000000000007 55.990000000000002 56.835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 23 4 5 19 7 -7 9 11 -11 18 -13 -12 -10 16 -16 -18 -5 -4 -6 22 -15 -2 25 27 -26 -25 -29 -27
right_child=1 -3 3 8 20 6 -8 -9 14 10 13 12 -14 21 15 -17 17 -19 -20 -21 -22 -23 -24 24 26 29 -28 28 -30 -31
leaf_value=-1.5535493434044438 -471.26114466254234 1675.3664019723037 28784.234105603449 -46310.856681034486 -4836.3242427574296 -83566.591951751718 -34681.497036637935 -138612.84100654069 57132.956578947371 135248.25630580357 39054.30388077446 49783.564177389708 -31447.692793642243 -39105.411879595595 -12296.978231713081 -27135.884191176472 93438.904843750002 29271.309935087316 -111047.45500000002 -30546.303545673076 41541.426630434784 -55853.337122844823 30526.109528459827 12574.025794435654 7134.6526416280994 18213.695670572917 -34186.541593424481 19476.841903409091 -98561.139908854166 58866.847431848408
leaf_weight=4299294 6903 9793 29 29 758 64 29 43 38 21 23 34 29 34 31 34 20 34 20 26 23 29 28 237 184 117 120 22 24 94
leaf_count=4299294 6903 9793 29 29 758 64 29 43 38 21 23 34 29 34 31 34 20 34 20 26 23 29 28 237 184 117 120 22 24 94
internal_value=0 353.956 -1071.69 -9006.2 -15416 -64260.9 -90546.9 -105688 6415.31 -4613.13 12176.8 -24850.9 12391.4 -10494.3 23765.8 13110.7 29209.4 53037.1 -72734 737.071 -3470.53 -23017.6 -7658.92 346.037 7415.97 17626.6 -9176.35 3685.75 -42108.2 36324.6
internal_weight=0 18870 9077 1376 972 191 136 107 404 247 135 112 63 114 157 119 85 54 49 55 781 91 62 7701 798 494 304 283 46 211
internal_count=4318164 18870 9077 1376 972 191 136 107 404 247 135 112 63 114 157 119 85 54 49 55 781 91 62 7701 798 494 304 283 46 211
is_linear=0
shrinkage=0.1


Tree=4813
num_leaves=31
num_cat=0
split_feature=3 0 1 3 1 0 5 0 4 2 0 5 5 5 1 0 0 5 5 5 1 2 6 0 2 1 3 5 5 3
split_gain=2.58224e+11 2.3011e+12 3.95452e+12 1.19779e+13 3.66986e+13 1.98972e+13 1.63537e+13 1.628e+13 1.31661e+13 8.94246e+12 8.59445e+12 1.14278e+13 3.5488e+13 1.06346e+13 7.68434e+12 2.32004e+13 1.87033e+13 1.86796e+13 1.32536e+13 2.06828e+13 1.90997e+13 2.59583e+13 1.89152e+13 2.90682e+13 4.09195e+13 1.74275e+13 1.38108e+13 1.34687e+13 1.63076e+13 1.55764e+13
threshold=27.500000000000004 55.885524800000006 37.516458750000005 29.500000000000004 37.66934650000001 55.834684950000003 33.805000000000007 55.762622900000004 2.5000000000000004 4.5000000000000009 55.87722990000001 75.015000000000015 59.025000000000013 56.835000000000008 37.475443250000005 55.842510000000011 55.834684950000003 114.05000000000001 84.030000000000015 54.410000000000004 37.487839250000007 22.500000000000004 1.5000000000000002 55.755036050000008 10.500000000000002 37.487839250000007 34.500000000000007 76.730000000000018 55.990000000000002 33.500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 6 -4 -6 -8 -9 14 12 13 -12 15 17 18 -2 19 22 21 -21 25 24 -24 -16 -27 28 -22 -30
right_child=1 -3 3 -5 7 -7 8 9 -10 -11 11 -13 -14 -15 16 -17 -18 -19 -20 20 27 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=2.3130329791021738 1012.2138335456777 -1495.8220165817124 -47760.114033564816 296.75907877357002 -6370.3359479705678 107061.29779411765 38839.679200748978 -21085.822566731775 -22405.880568910259 33562.173513759655 17381.646936445813 -23621.3315245864 132165.78668750002 -20194.020587807514 -367.89990593275013 -64677.615951704553 4658.2570964496272 -82371.741789641208 17928.954153928895 -82492.379193425586 -68550.086379076092 2312.3295090895435 154994.40056818182 -1973.2180133928571 -16614.62624104818 -39227.089380838523 6570.2177246093752 -54619.819434716243 -15714.539149180477 30369.787644909276
leaf_weight=4279873 5410 10794 27 16854 884 34 351 36 39 178 379 85 25 94 551 55 1023 27 138 118 46 52 33 140 24 281 86 87 347 93
leaf_count=4279873 5410 10794 27 16854 884 34 351 36 39 178 379 85 25 94 551 55 1023 27 138 118 46 52 33 140 24 281 86 87 347 93
internal_value=0 -258.533 227.167 1070.19 9485.51 33502.1 27504.5 -379.235 32715.1 24369.1 -1478.8 10267.1 16051.3 9914.18 -2283.39 -55.577 -6336.11 598.131 -11971 -14191.8 -27116.6 -56552.1 -5579.08 22537.1 82738 -11612.7 -28495.3 -18383.6 -11896.8 -5973.99
internal_weight=0 38291 27497 18403 1549 451 417 1098 390 214 9094 583 498 473 8511 5492 3019 5437 1996 1858 743 170 1115 197 57 918 367 573 486 440
internal_count=4318164 38291 27497 18403 1549 451 417 1098 390 214 9094 583 498 473 8511 5492 3019 5437 1996 1858 743 170 1115 197 57 918 367 573 486 440
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=31
num_cat=0
split_feature=3 0 0 1 6 5 5 5 0 2 1 5 5 5 0 1 5 2 5 5 2 5 1 1 3 1 0 5 0 1
split_gain=2.72132e+11 2.29255e+12 2.40162e+12 4.5504e+12 3.67707e+12 3.72662e+12 5.59787e+12 6.04595e+12 4.28598e+12 4.2779e+12 3.50433e+12 4.39706e+12 1.53162e+12 9.29359e+12 6.29082e+12 3.40133e+12 6.29714e+12 4.32e+12 9.0823e+12 1.34824e+13 5.05114e+12 6.39989e+12 6.00341e+12 6.34747e+12 4.26455e+12 4.25709e+12 4.75766e+12 3.19281e+12 5.54251e+12 5.33113e+12
threshold=34.500000000000007 55.68356880000001 55.173809400000003 37.533784800000006 1.5000000000000002 39.505000000000003 45.610000000000007 64.805000000000021 55.664473600000008 25.500000000000004 50.158868250000005 52.020000000000003 39.805000000000007 38.010000000000012 55.806974650000008 37.457850350000008 34.010000000000012 11.500000000000002 33.805000000000007 36.005000000000003 31.500000000000004 30.990000000000006 37.914142000000005 37.615058950000012 37.500000000000007 37.615058950000012 56.819808050000006 40.405000000000008 55.784980300000008 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 -4 -7 8 -8 -9 11 -2 13 15 -15 16 -3 18 -17 -20 21 -19 23 -23 -22 -21 -27 28 -14 -30
right_child=1 12 3 -5 -6 6 7 9 -10 -11 -12 -13 27 14 -16 17 -18 20 19 25 24 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.85069723588168467 55874.715751953125 3490.9456236227961 -45779.479882812506 -60254.135996093755 29359.322102864582 39664.991685267858 -17519.967711588542 -20755.23175015836 -75630.521484375 28381.246115740611 -27194.031750000002 -478.23925889756947 -19758.570507812503 -60300.39118009869 -14524.881984427928 -10358.835951936142 59523.096846064822 3173.0133213588174 97935.13778872283 -13265.87654194079 -6524.290705078125 -27353.169895990213 736.52093261718755 -83171.371759259258 38258.423796452706 58143.70166015625 -5715.5050878906259 255.44277188231695 61578.941010044648 -2153.3925548735119
leaf_weight=4313211 20 78 32 20 21 21 30 37 22 34 25 45 24 38 143 115 27 112 23 38 50 83 50 27 37 28 20 3697 35 21
leaf_count=4313211 20 78 32 20 21 21 30 37 22 34 25 45 24 38 143 115 27 112 23 38 50 83 50 27 37 28 20 3697 35 21
internal_value=0 -740.809 -9110.24 -14806.3 -10192.3 -14911.5 -8051.99 -16198.8 -42105.2 2774.91 4623.59 16861.1 -187.771 -3973.06 -24135.2 1331.22 17899.2 -1652.72 9244.88 29927.7 -8452.34 -15160.8 -27994.5 -41054 12521.2 11739.7 31535.7 683.137 20447.9 37679.3
internal_weight=0 4953 307 217 197 176 144 123 52 71 90 65 4646 869 181 688 105 583 224 109 359 272 160 110 87 86 48 3777 80 56
internal_count=4318164 4953 307 217 197 176 144 123 52 71 90 65 4646 869 181 688 105 583 224 109 359 272 160 110 87 86 48 3777 80 56
is_linear=0
shrinkage=0.1


Tree=4815
num_leaves=31
num_cat=0
split_feature=2 1 1 5 5 5 5 5 5 0 5 5 5 5 4 1 1 0 4 0 0 0 0 5 0 5 1 6 0 1
split_gain=2.40244e+11 1.91228e+12 4.18785e+12 3.89216e+12 3.70298e+12 9.00707e+12 7.27476e+12 3.88412e+12 7.69163e+12 8.31222e+12 4.86841e+12 4.15669e+12 3.15763e+12 4.3788e+12 2.38847e+12 1.96006e+12 6.04703e+12 5.99708e+12 6.14198e+12 6.24668e+12 5.3778e+12 5.31793e+12 6.80058e+12 4.77591e+12 4.54398e+12 8.67894e+12 1.81385e+13 8.19277e+12 4.23059e+12 4.10984e+12
threshold=23.500000000000004 82.957885500000017 82.973038550000012 105.35000000000001 50.005000000000003 59.810000000000009 41.505000000000003 66.50500000000001 69.610000000000014 55.014170500000006 87.395000000000024 100.05000000000001 37.995000000000012 38.210000000000008 1.0000000180025095e-35 39.262370300000008 49.964253350000007 57.581016350000006 3.5000000000000004 55.793358600000012 55.812836050000008 58.000519000000004 57.157092150000004 34.920000000000009 55.784980300000008 80.815000000000012 39.718803500000007 1.5000000000000002 56.301440000000007 37.869926150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 15 4 -4 6 -6 12 -7 -9 -10 -11 -12 -3 -14 -13 29 17 18 19 24 23 22 -18 -21 25 -17 -27 -26 -20 -2
right_child=1 2 3 -5 5 7 -8 8 9 10 11 14 13 -15 -16 16 21 -19 28 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-1.989997738407421 112.65671714939761 -6633.3296345162908 177.79696306429412 -42637.858709161934 66234.292637310617 -16214.723505193537 -29179.81921426742 63615.061152343755 56237.302929687503 -17831.467382317624 35722.049079047305 -10726.989218434981 55756.844680989583 5216.7411621093752 21656.630544704865 -4268.7282786717797 246.87314502194749 23208.476510238648 58327.85832201087 -2564.8701239224138 -11704.028769836426 -14826.453057277515 26788.79996014031 -49105.016615892499 -15559.425665509259 26069.637601725262 -69708.829228684001 63088.032572115393 -3010.4220170454546 4372.8696214931506
leaf_weight=4287645 18412 47 608 22 33 44 61 30 34 74 54 62 30 40 36 977 6454 64 23 29 220 230 98 92 27 30 58 26 22 2582
leaf_count=4287645 18412 47 608 22 33 44 61 30 34 74 54 62 30 40 36 977 6454 64 23 29 220 230 98 92 27 30 58 26 22 2582
internal_value=0 279.577 4235.35 -1317.35 10654.1 16394.6 -1181.8 11470.4 15670.9 10138.8 3203.66 13444.4 13415.5 26876.8 1169.03 121.178 -1174.75 -6771.47 -8047.21 -9169.51 -21017.4 119.218 643.868 -37950.8 -5555.8 -6978 -37057.1 23022.3 28340.3 636.61
internal_weight=0 30519 1175 630 545 367 178 334 290 260 226 152 117 70 98 29344 8350 1568 1504 1459 341 6782 6552 121 1118 1065 88 53 45 20994
internal_count=4318164 30519 1175 630 545 367 178 334 290 260 226 152 117 70 98 29344 8350 1568 1504 1459 341 6782 6552 121 1118 1065 88 53 45 20994
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=31
num_cat=0
split_feature=1 1 0 6 3 5 0 0 0 5 3 5 0 5 3 5 0 0 5 5 3 5 5 2 3 3 5 5 3 3
split_gain=2.42963e+11 5.61684e+12 4.20582e+13 1.42622e+13 1.24228e+13 1.06058e+13 8.17678e+12 6.71225e+12 3.76403e+13 1.54784e+13 1.06551e+13 1.02112e+13 9.67285e+12 9.3748e+12 7.10027e+12 9.13327e+12 6.32648e+12 1.98537e+13 1.03278e+13 8.24222e+12 8.09174e+12 5.6921e+12 5.63369e+12 7.38738e+12 5.61048e+12 7.69039e+12 9.12583e+12 7.11194e+12 5.74149e+12 5.46091e+12
threshold=48.712293450000011 47.981192400000005 55.86787755000001 1.5000000000000002 3.5000000000000004 87.395000000000024 54.194619400000008 55.842510000000011 54.484631300000011 73.995000000000019 2.5000000000000004 105.35000000000001 55.860536450000005 41.995000000000012 5.5000000000000009 47.815000000000005 54.194619400000008 53.145783300000012 99.555000000000021 77.00500000000001 20.500000000000004 51.015000000000008 52.990000000000002 1.5000000000000002 4.5000000000000009 3.5000000000000004 53.995000000000012 85.91500000000002 5.5000000000000009 23.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 21 -6 -3 8 16 10 -10 12 14 -12 15 -9 17 -5 20 -19 24 -4 -8 -24 25 -18 -27 28 -26 -25
right_child=-2 2 4 7 5 -7 22 11 9 -11 13 -13 -14 -15 -16 -17 18 19 -20 -21 -22 -23 23 29 27 26 -28 -29 -30 -31
leaf_value=-8.4911214845906979 26.404124215878053 1855.1248756613566 7552.4218024260808 1048.7069804984137 -19359.247299035775 -85069.125375000003 7543.1405505907596 1822.7150472252042 -1592.3216784988003 -77942.216383428167 -11417.217132357895 -51985.904828559025 -7567.8156113096447 -35019.224480638011 -1651.0819504145243 12632.741324124718 9406.8477780261674 -14230.047551234975 59768.018046874997 -61994.586986662216 -23163.955271148683 -16839.356847148039 -4749.1301902977202 26016.775140501326 -6737.034210425687 17475.457102272729 110808.3071875 -41844.691754150394 11167.55117899258 69446.814599609381
leaf_weight=2373042 1928534 931 274 3717 1405 25 438 2040 267 46 290 36 1004 401 1944 1267 83 733 35 38 96 147 74 304 249 22 20 32 638 32
leaf_count=2373042 1928534 931 274 3717 1405 25 438 2040 267 46 290 36 1004 401 1944 1267 83 733 35 38 96 147 74 304 249 22 20 32 638 32
internal_value=0 -21.3093 -1855.04 -70.5008 -16062.9 -20508 8325.45 -1223.18 -3434.03 -21279.1 -18558.3 1119.81 1425.46 -25113.9 3144.99 5964.32 -270.262 -1980.48 6262.03 -16584.2 4619.3 -964.423 15429.1 23853.6 7174.08 27051.2 61919.7 4470.45 6141.35 30153
internal_weight=0 2.38963e+06 16588 14737 1851 1430 1779 12958 6667 1004 958 6291 6255 691 5251 3307 5663 4488 1175 771 1140 421 848 410 1044 125 42 919 887 336
internal_count=4318164 2389630 16588 14737 1851 1430 1779 12958 6667 1004 958 6291 6255 691 5251 3307 5663 4488 1175 771 1140 421 848 410 1044 125 42 919 887 336
is_linear=0
shrinkage=0.1


Tree=4817
num_leaves=31
num_cat=0
split_feature=1 0 0 1 5 3 2 4 3 0 5 6 5 5 5 2 1 5 0 4 3 2 3 1 5 0 4 5 5 0
split_gain=2.49067e+11 1.24479e+12 4.10232e+12 6.77733e+12 6.95671e+12 5.31928e+12 6.68483e+12 2.46177e+13 4.97408e+12 1.07025e+13 4.4213e+12 4.37869e+12 9.56826e+12 1.79818e+13 1.55224e+13 1.28303e+13 1.40516e+13 1.33037e+13 1.1558e+13 9.34846e+12 8.37375e+12 8.7193e+12 8.32571e+12 7.25897e+12 9.50032e+12 8.18729e+12 7.00073e+12 9.73066e+12 6.69769e+12 6.20883e+12
threshold=83.000022850000008 53.719078300000007 53.310923100000004 83.691301500000009 91.050000000000011 14.500000000000002 12.500000000000002 2.5000000000000004 2.5000000000000004 53.204054050000003 56.205000000000005 1.5000000000000002 95.020000000000024 77.715000000000018 78.010000000000005 8.5000000000000018 83.761389800000003 99.555000000000021 53.355366400000001 3.5000000000000004 24.500000000000004 14.500000000000002 17.500000000000004 83.691301500000009 71.715000000000018 53.37994195000001 2.5000000000000004 57.405000000000008 92.035000000000011 53.340367100000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -4 -8 -2 10 -10 19 13 22 -15 16 17 -14 20 -7 21 -16 23 29 25 -25 27 -24 -21 -13
right_child=1 -3 5 -5 -6 11 7 -9 9 -11 -12 12 15 14 18 -17 -18 -19 -20 28 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=9.0337728871637779 5123.3175867258115 -142.30193449160615 1367.7599953184499 -117.73028129652477 -64986.821406250005 -2271.7122172219833 687.3878651255186 107129.56085379464 -20955.212481185496 -5190.1315205143128 -56166.465359669812 -6709.6710828826663 -53586.668779296873 -74453.983894856778 -5772.1302749781935 -1922.3331671463818 85925.3263131649 40396.103495213247 -59273.363569972833 787.03157256155305 -63704.351988636365 57917.012451171875 -7683.1738363776421 11367.297008152382 57574.308879573167 -17347.965626331676 44261.141654829553 -53618.745693451507 -38701.324610962904 5483.7206757578078
leaf_weight=3782924 344 423230 38790 61995 20 5210 97 28 109 1277 53 754 20 48 206 133 47 61 46 66 22 24 355 1020 41 110 22 53 123 936
leaf_count=3782924 344 423230 38790 61995 20 5210 97 28 109 1277 53 754 20 48 206 133 47 61 46 66 22 24 355 1020 41 110 22 53 123 936
internal_value=0 -63.8481 232.59 -293.5 -6337.25 928.755 1442.16 24530.4 -5679.37 -8261.81 -32474.9 -1220.24 1333.85 6.62541 -21678.9 19828.5 42429.1 17190.5 -13178.3 -3064.26 -4764.07 873.693 2286.54 4236.49 10287.7 8572.01 -10687.4 -13650.3 -24911.7 43.592
internal_weight=0 535240 112010 63798 1803 48212 38915 125 1783 1439 162 9297 3898 3637 346 261 128 81 298 5399 252 230 3291 2861 1171 1130 430 408 189 1690
internal_count=4318164 535240 112010 63798 1803 48212 38915 125 1783 1439 162 9297 3898 3637 346 261 128 81 298 5399 252 230 3291 2861 1171 1130 430 408 189 1690
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 0 2 4 3 0 6 0 0 3 5 0 3 0 0 5 5 5 5 3 3 4 2 5 5
split_gain=2.50952e+11 1.09577e+12 7.31382e+12 1.06685e+12 1.25295e+13 1.2118e+13 1.22974e+13 9.90294e+12 7.14541e+12 6.6288e+12 5.47552e+12 5.37364e+12 6.61027e+12 7.52668e+12 5.18356e+12 5.58783e+12 5.04825e+12 5.04746e+12 8.72764e+12 6.5881e+12 1.22659e+13 1.29407e+13 1.21406e+13 1.14358e+13 9.21321e+12 1.35504e+13 1.58413e+13 1.58597e+13 1.63896e+13 1.17745e+13
threshold=86.067573200000012 44.039893800000009 46.672631750000008 83.761389800000003 53.37994195000001 55.193434200000006 54.484631300000011 21.500000000000004 1.5000000000000002 13.500000000000002 55.110554300000004 1.5000000000000002 55.388132500000005 56.367862600000002 3.5000000000000004 112.04500000000002 53.516665650000007 3.5000000000000004 53.355366400000001 53.340367100000002 142.05000000000004 110.05000000000001 62.995000000000012 114.05000000000001 15.500000000000002 11.500000000000002 2.5000000000000004 3.5000000000000004 88.015000000000015 66.990000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 7 6 8 17 -6 16 -8 -7 -13 -14 -15 -16 -10 18 -5 -19 21 22 -21 -23 25 -24 29 -28 -29 -27
right_child=1 2 -4 4 5 11 10 -9 9 -11 -12 12 13 14 15 -17 -18 19 -20 20 -22 23 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.69611503400854735 16879.113701923077 -57539.282776988635 122.58915876940235 -910.91513705387297 -814.72113703849936 9330.2071658849727 -73579.76408617424 65283.646218872076 -5908.9896415205967 -46963.909816576088 -25663.809088844479 6568.6624240710489 -5367.4128085332386 -22855.132376901729 3000.9070487239865 43384.921562500007 -15128.487732034006 -71.20385866869502 -19246.566377143612 2075.9958955541724 66961.317842741948 -74568.287818667755 10387.321949555859 -6428.0240631267006 710.5317335406553 26589.347394234792 1459.2937451171874 52507.812728978206 134311.03701467803 -48289.839508928577
leaf_weight=4119774 39 22 170229 1712 1514 512 33 24 1966 46 86 903 3499 76 1627 35 851 8977 306 4498 31 38 604 70 412 84 40 95 33 28
leaf_count=4119774 39 22 170229 1712 1514 512 33 24 1966 46 86 903 3499 76 1627 35 851 8977 306 4498 31 38 604 70 412 84 40 95 33 28
internal_value=0 118.977 115.138 -4.88459 -618.961 -3222.87 -7233.2 1093.42 -6370.86 -9309.03 -38951.4 -512.335 -1333.08 -2695.55 2683.52 3851.35 -8694.15 1002.42 -3691.25 1637.68 4223.33 3893.8 4533.1 -30403.3 13060.9 18817 37001 56421.9 73597.7 7869.55
internal_weight=0 170290 170251 4.14787e+06 28100 11148 4496 16952 4377 2863 119 6652 6140 5237 1738 1662 2817 16928 2018 14910 5933 5902 5794 108 1296 884 280 168 128 112
internal_count=4318164 170290 170251 4147874 28100 11148 4496 16952 4377 2863 119 6652 6140 5237 1738 1662 2817 16928 2018 14910 5933 5902 5794 108 1296 884 280 168 128 112
is_linear=0
shrinkage=0.1


Tree=4819
num_leaves=31
num_cat=0
split_feature=3 5 5 1 5 3 1 0 2 5 5 5 1 3 0 1 1 1 4 1 1 5 1 5 1 0 4 0 1 5
split_gain=2.5351e+11 2.17261e+12 8.47961e+12 8.84622e+12 7.88249e+12 2.4717e+13 1.24865e+13 8.49093e+12 3.3566e+13 8.16516e+12 1.63571e+13 1.08001e+13 7.88131e+12 1.36214e+13 7.01909e+12 6.91974e+12 6.63402e+12 7.41972e+12 9.14016e+12 6.59624e+12 1.04615e+13 9.95029e+12 2.91463e+13 9.24727e+12 1.3504e+13 1.78699e+13 9.26562e+12 8.78107e+12 7.27381e+12 6.16454e+12
threshold=3.5000000000000004 74.610000000000014 90.015000000000015 39.488326500000007 89.00500000000001 2.5000000000000004 37.620907050000007 44.580511600000001 2.5000000000000004 79.730000000000018 83.010000000000005 77.715000000000018 20.507360500000004 2.5000000000000004 55.820531900000013 38.950530550000003 37.214886200000009 38.975980350000007 3.5000000000000004 53.243495500000009 44.660994650000006 89.00500000000001 49.111504200000006 75.015000000000015 39.726951800000002 47.155083450000006 2.5000000000000004 45.133160800000006 39.969502550000009 68.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 4 7 16 14 8 9 11 -11 -3 13 -9 -7 -8 -6 18 -18 20 23 -22 -23 24 25 -5 28 -28 -26 -1
right_child=-2 2 -4 19 5 6 15 12 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=84.379959419288355 -5.9310095347219018 23601.800946841035 1426.1094566684283 -141302.90476562499 66846.145000000004 -123630.13173437501 9991.0420627170151 26146.820250000004 131288.08350000001 85886.981406250008 -35444.776445312506 -69649.225014467593 1759.2921693209764 -66677.275978833582 -49419.054875300484 -50091.345064786583 -40317.954003906256 40946.427939967107 28678.42927246094 -1777.979690557082 -16405.759237817092 -34108.875480309311 80158.645915110523 -1424.3043160436864 -85953.087056790871 -12056.978562330165 35531.009207589283 -13700.96970267536 -12499.652232142857 2714.7273276260653
leaf_weight=211908 4074053 23 9653 20 20 25 36 25 25 25 20 27 4339 43 26 41 48 38 32 4469 1336 49 41 2276 26 23 49 139 28 9301
leaf_count=211908 4074053 23 9653 20 20 25 36 25 25 25 20 27 4339 43 26 41 48 38 32 4469 1336 49 41 2276 26 23 49 139 28 9301
internal_value=0 98.9847 -828.191 -2470.64 961.512 -15768.4 -47419.7 1944.53 28189.9 1058.86 31961.8 -26753.8 1229.89 -32550.8 -85797 -22000.9 13589.4 4562.82 -12719.4 -4416.03 -7373.01 -14237.7 17946.3 -3550.67 -20531.8 -72171.4 -11356.1 -869.231 -47866.1 194.976
internal_weight=0 244111 22902 13249 4793 266 128 4527 120 95 45 50 4407 68 51 77 138 118 80 8456 3987 1426 90 2561 285 43 242 188 54 221209
internal_count=4318164 244111 22902 13249 4793 266 128 4527 120 95 45 50 4407 68 51 77 138 118 80 8456 3987 1426 90 2561 285 43 242 188 54 221209
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 5 0 4 3 3 3 1 5 0 2 1 3 6 5 1 1 0 5 5 3 0 5 1 5 1
split_gain=2.51102e+11 1.77928e+12 2.94544e+13 1.83193e+13 2.91487e+13 1.39928e+13 1.24069e+13 1.22786e+13 1.43935e+13 2.03092e+13 9.9284e+12 1.86474e+13 9.76084e+12 9.69018e+12 9.56384e+12 8.87582e+12 1.40734e+13 8.74697e+12 1.26498e+13 1.2096e+13 2.4455e+13 2.80884e+13 1.80425e+13 9.94939e+12 1.04686e+13 1.26376e+13 9.21098e+12 7.86664e+12 9.71874e+12 6.74915e+12
threshold=96.015000000000015 55.657530000000008 55.645049100000001 37.642309100000013 103.45000000000002 100.05000000000001 55.674875350000008 2.5000000000000004 9.5000000000000018 11.500000000000002 13.500000000000002 37.362912300000012 110.05000000000001 55.664473600000008 5.5000000000000009 38.058342000000003 16.500000000000004 1.5000000000000002 104.75000000000001 37.417247200000006 37.752451500000006 55.664473600000008 99.555000000000021 101.05000000000001 21.500000000000004 55.664473600000008 107.05000000000001 37.475443250000005 120.05000000000001 37.767735350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 29 -4 7 -3 13 -10 14 -12 -6 -9 -7 16 -14 18 -11 26 21 -21 -22 -24 25 -25 -19 28 -13 -5
right_child=1 6 3 4 12 10 -8 8 9 17 11 27 15 -15 -16 -17 -18 19 -20 20 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=4.5677515324266729 48.153262468422454 48145.898589215962 113135.449375 -16353.109052309785 82783.667509191189 32137.430059523813 -399.9028038170195 -25008.581516335227 80465.516548295462 62444.948437500003 -31832.373414306639 124848.76036931819 108617.64034090909 -101643.02998342803 127575.45636160714 -10145.91053856383 -5831.4103422619046 -34049.171814903842 -19692.658960937501 97933.496329812449 40530.294335937506 -45152.575951086961 -95388.914476799255 -69981.582560483876 -76946.551900724095 6883.1174295176643 -124316.4162890625 2176.9680431547617 36031.033307756697 -76155.415051269534
leaf_weight=4168594 84457 28 30 46 34 21 64227 33 22 30 40 22 22 33 21 47 21 26 50 34 28 23 33 31 41 69 20 21 28 32
leaf_count=4168594 84457 28 30 46 34 21 64227 33 22 30 40 22 22 33 21 47 21 26 50 34 28 23 33 31 41 69 20 21 28 32
internal_value=0 -127.306 173.954 27770.6 7008.41 50688.5 -522.18 -16197.9 -20006.8 -12982.1 38444 22774.4 37136.4 -63325.8 79856.4 19891.9 52723.9 -18321.9 11108.9 -26041.5 -17648.9 40197 -33971.7 -45960.6 -34392.2 -16944.9 -73295.8 53538.8 75110.8 -40887.4
internal_weight=0 149570 84842 385 202 183 64728 501 473 407 153 111 124 66 42 90 43 385 80 305 259 57 202 174 141 100 46 71 50 78
internal_count=4318164 149570 84842 385 202 183 64728 501 473 407 153 111 124 66 42 90 43 385 80 305 259 57 202 174 141 100 46 71 50 78
is_linear=0
shrinkage=0.1


Tree=4821
num_leaves=31
num_cat=0
split_feature=1 1 5 5 0 3 2 2 0 1 0 1 3 3 5 5 2 0 2 3 3 3 5 3 3 4 6 6 1 5
split_gain=2.36461e+11 4.98196e+12 8.76386e+12 1.8371e+13 3.50042e+13 1.58944e+13 1.74517e+13 1.50529e+13 1.13519e+13 7.16472e+13 1.49033e+13 2.09931e+13 1.34363e+13 1.81773e+13 3.96573e+13 3.32069e+13 2.06507e+13 1.81362e+13 1.54362e+13 1.80796e+13 1.44202e+13 1.42992e+13 2.10782e+13 2.67513e+13 1.55231e+13 1.4478e+13 1.07441e+13 1.0085e+13 1.16644e+13 9.81972e+12
threshold=43.574807850000006 44.660994650000006 72.010000000000005 73.405000000000015 56.197733450000008 7.5000000000000009 2.5000000000000004 3.5000000000000004 56.338501050000012 44.005491150000005 56.367862600000002 44.083877800000003 16.500000000000004 11.500000000000002 47.415000000000006 67.00500000000001 4.5000000000000009 56.367862600000002 9.5000000000000018 12.500000000000002 15.500000000000002 17.500000000000004 67.990000000000023 18.500000000000004 24.500000000000004 2.5000000000000004 1.5000000000000002 1.5000000000000002 43.808567100000012 65.045000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 -6 -8 -2 12 11 -11 13 27 -15 16 20 21 29 -20 -16 25 24 -24 -23 -14 -26 28 -10 -18
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12 -13 17 14 15 -17 18 -19 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-23.573783939423635 742.83105596315625 -9.7265105864025188 -7889.8654223788317 2097.1578610746678 27053.926919058867 26258.711144035096 175539.00887784094 62122.205730468748 22206.798313158612 -36695.86463416605 -9509.9837666934836 -324.08783938025459 -14486.671445667727 -4940.0552990239894 54098.352978515628 -32602.74848828125 96520.38224392361 62407.868970352567 105483.89952445653 -99.645028409090912 -52434.336699309177 18174.09079690804 37582.794019396555 -77383.838759328355 2466.5738442642687 56909.9366177263 -31016.554532442751 2859.5679824154931 -17958.574844669562 33269.865221354172
leaf_weight=2143177 72381 2076529 314 15156 43 372 22 25 86 816 579 197 1378 354 24 50 135 39 23 55 27 532 29 67 357 29 131 4753 454 30
leaf_count=2143177 72381 2076529 314 15156 43 372 22 25 86 816 579 197 1378 354 24 50 135 39 23 55 27 532 29 67 357 29 131 4753 454 30
internal_value=0 23.229 718.278 2865.53 17872.5 35382 73091.5 115211 303.742 -2829.01 -22307.8 -29622.6 796.643 3388.55 18556.9 42736.9 55549.8 -5264.3 67691.3 31034 -2301.31 -6310.36 2142.65 -42654.3 6358.84 -13015.1 -6521.72 1388.27 -11561.9 85020.3
internal_weight=0 2.17499e+06 98458 15932 776 462 90 47 82526 10145 1592 1013 8553 5991 698 344 294 2562 243 78 51 2523 1116 96 1020 1407 488 5293 540 165
internal_count=4318164 2174987 98458 15932 776 462 90 47 82526 10145 1592 1013 8553 5991 698 344 294 2562 243 78 51 2523 1116 96 1020 1407 488 5293 540 165
is_linear=0
shrinkage=0.1


Tree=4822
num_leaves=31
num_cat=0
split_feature=0 0 3 5 5 2 1 1 5 3 4 5 2 5 2 1 3 1 5 1 2 2 5 2 5 2 4 1 6 4
split_gain=2.57484e+11 2.4667e+12 1.10411e+13 7.74515e+12 1.97997e+13 2.52485e+13 1.24588e+13 9.54298e+12 8.0005e+12 7.27168e+12 6.06789e+12 9.979e+12 8.37036e+12 1.33399e+13 8.76034e+12 7.33546e+12 1.00486e+13 8.48434e+12 6.59667e+12 5.88089e+12 5.28242e+12 1.17176e+13 7.11136e+12 7.26798e+12 5.25632e+12 1.24954e+13 1.18487e+13 7.15527e+12 5.59236e+12 5.19989e+12
threshold=44.982728700000003 45.005863250000004 7.5000000000000009 77.00500000000001 83.010000000000005 4.5000000000000009 40.810045900000013 39.080602550000002 59.510000000000012 6.5000000000000009 4.5000000000000009 97.050000000000011 11.500000000000002 128.92000000000004 5.5000000000000009 39.047276750000002 13.500000000000002 39.032393150000004 65.905000000000015 38.959914000000005 2.5000000000000004 1.5000000000000002 95.020000000000024 3.5000000000000004 69.610000000000014 10.500000000000002 1.5000000000000002 39.027779200000005 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 7 -6 -5 -2 20 11 15 13 14 -13 16 17 29 -19 -10 21 -8 -22 -24 26 28 -18 -27 -26 -4
right_child=1 -3 10 4 6 -7 9 -9 19 -11 -12 12 -14 -15 -16 -17 24 18 -20 -21 22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-102.84443336846167 3620.4256433538244 -1.2312665553416258 -4865.1759188265414 -48862.299343039776 -27560.811304306404 -111945.07237413195 -15346.421594238282 13619.283153409093 -5140.9196930308408 58512.408588471291 31978.807746292372 -28372.618101032731 -31202.19556480151 61463.591653878349 3087.3612183779765 -326.97685720379155 6586.3762501287902 2177.4178710937499 76320.684687500005 15306.146023330975 24075.736005615236 64570.73166787791 -66846.104987980783 2953.2031808035717 8356.5463918585519 5846.5322901165673 28109.172665422917 67375.848003472231 -37103.404251163563 -30162.360077776233
leaf_weight=230447 5056 4054519 296 44 82 36 32 55 162 37 59 153 178 28 210 23837 981 30 20 1068 50 43 26 35 38 63 346 27 94 112
leaf_count=230447 5056 4054519 296 44 82 36 32 55 162 37 59 153 178 28 210 23837 981 30 20 1068 50 43 26 35 38 63 346 27 94 112
internal_value=0 5.7979 864.281 4482.26 -8343.92 -40228.9 5769.11 -14150.3 5380.05 18025 -54.9749 -126.53 -13226.1 -5042.67 -10172.6 161.88 5968 -7044.85 31834.7 12613.1 9971 30472.7 -3881.53 -26797.3 9815.57 -4426.54 12198.2 24305.3 -24016.4 -11809.5
internal_weight=0 4.08772e+06 33198 6726 440 135 305 99 6286 223 26472 26413 569 391 363 25844 2007 458 50 1230 186 75 111 61 1549 222 1327 90 132 408
internal_count=4318164 4087717 33198 6726 440 135 305 99 6286 223 26472 26413 569 391 363 25844 2007 458 50 1230 186 75 111 61 1549 222 1327 90 132 408
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 0 6 1 5 5 3 3 3 0 5 5 1 3 5 5 3 0 2 4 5 0 2 5 4
split_gain=2.42219e+11 5.08986e+12 1.66045e+13 2.65269e+13 1.80183e+13 1.46178e+13 1.02684e+13 1.23043e+13 1.00446e+13 9.79161e+12 7.77817e+12 7.21198e+12 6.53856e+12 6.0213e+12 6.30034e+12 5.22754e+12 5.10459e+12 4.74348e+12 4.07551e+13 1.23001e+13 1.33491e+13 1.52696e+13 1.48363e+13 1.05114e+13 1.51773e+13 1.07132e+13 9.93579e+12 8.96263e+12 1.30134e+13 8.51063e+12
threshold=47.854228500000012 47.473138800000008 43.056445700000005 56.24640500000001 114.05000000000001 48.035000000000004 56.635684300000008 1.5000000000000002 47.554129950000011 44.005000000000003 90.015000000000015 5.5000000000000009 10.500000000000002 2.5000000000000004 56.009576300000013 90.015000000000015 70.50500000000001 47.981192400000005 9.5000000000000018 83.010000000000005 116.06000000000002 7.5000000000000009 56.635684300000008 5.5000000000000009 2.5000000000000004 78.710000000000022 56.501468900000013 3.5000000000000004 137.05000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 7 11 10 -8 -7 -5 16 -10 -15 -11 -9 18 19 23 29 22 26 -2 25 -25 -22 -24 -29 -21
right_child=17 2 3 4 -6 8 9 12 13 15 -12 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-4.1073878531571903 4799.5476818305115 705.03513080263974 -5151.3404844414763 12363.859569455868 -62864.556640625 -11952.113467465097 1177.56738732598 6997.1797308792811 -2996.3603416160304 -6691.0589862090992 -51184.522423377406 -10469.579085047602 -24381.890030924478 -24927.816568497787 -57782.88044524016 -33854.063308005141 24277.351250424592 11.972741728774572 -8659.4625881242846 -17018.147020526962 -13869.613390625002 -54001.826703125007 12910.620233689693 1485.1785555041174 -23057.492218823703 -58748.277060546883 60984.453989497961 -4436.8368923611115 -99500.570247395837 25411.686986823577
leaf_weight=2324350 9537 18687 3298 171 46 1793 2747 2410 54 2406 52 724 63 127 108 73 184 1945122 3034 51 25 50 57 1879 318 30 61 36 24 647
leaf_count=2324350 9537 18687 3298 171 46 1793 2747 2410 54 2406 52 724 63 127 108 73 184 1945122 3034 51 25 50 57 1879 318 30 61 36 24 647
internal_value=0 -21.6009 -1255.89 -3826.29 -441.818 -9324.2 -114.7 4033.9 -15773.2 -2934.42 -13057.9 -6106.99 7449.82 -33107.9 -40027.2 -7490.94 8222.91 25.9679 1754.47 4239.4 15178.6 -4500.45 7692 3355.08 -2830.75 538.608 39224.6 -15485.8 -42462.3 22311.5
internal_weight=0 2.35729e+06 32943 14256 8824 5432 8778 3552 2134 5226 1845 895 2657 289 235 2479 2594 1.96087e+06 15749 12715 951 253 203 11764 2227 1909 86 117 60 698
internal_count=4318164 2357293 32943 14256 8824 5432 8778 3552 2134 5226 1845 895 2657 289 235 2479 2594 1960871 15749 12715 951 253 203 11764 2227 1909 86 117 60 698
is_linear=0
shrinkage=0.1


Tree=4824
num_leaves=31
num_cat=0
split_feature=0 3 5 5 2 2 2 5 5 2 5 2 5 2 5 5 2 2 5 5 2 5 5 1 5 6 2 6 3 3
split_gain=2.70764e+11 4.13137e+12 5.22218e+12 1.30323e+13 6.53336e+12 7.34451e+12 6.10336e+12 6.23767e+12 1.0533e+13 8.98539e+12 7.91765e+12 2.60709e+13 1.08626e+13 6.25701e+12 6.75041e+12 6.73023e+12 6.98296e+12 6.12053e+12 1.27195e+13 1.89371e+13 6.75426e+12 5.63251e+12 5.62964e+12 7.88089e+12 1.31927e+13 1.02971e+13 6.67047e+12 5.25834e+12 1.31743e+13 1.01192e+13
threshold=42.966471700000007 6.5000000000000009 77.715000000000018 76.00500000000001 12.500000000000002 13.500000000000002 6.5000000000000009 104.75000000000001 107.05000000000001 3.5000000000000004 102.01000000000001 3.5000000000000004 100.05000000000001 4.5000000000000009 84.030000000000015 88.015000000000015 3.5000000000000004 2.5000000000000004 137.05000000000004 177.02500000000003 4.5000000000000009 109.05000000000001 128.92000000000004 47.554129950000011 110.05000000000001 1.5000000000000002 5.5000000000000009 1.5000000000000002 10.500000000000002 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 21 7 10 9 -9 12 -12 13 15 -15 16 -4 -10 22 20 -20 -6 23 24 -19 -26 -25 29 -29 -16
right_child=-2 2 4 -5 5 -7 -8 8 17 -11 11 -13 -14 14 27 -17 -18 18 19 -21 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=1730.7115217998021 1.5331052647419066 -2687.033442602532 13541.920921837867 -38360.837671837442 -17336.216980698529 5060.6881516335234 6720.9313862508025 -9525.9676313920463 17702.869449551901 -72406.172373670212 130529.21312500001 -9899.8568634815711 -48023.539413791237 -5059.5205691453884 33286.436393641219 -13711.897023362382 -16105.565907759235 75727.348577008932 24174.39398148148 -43150.792061941967 96308.152843750009 -77326.743184267238 -56730.107621951218 -19985.766057822148 17519.678753167231 -65557.542343749999 -79076.393820312514 15302.361623086734 84665.409603078748 -17169.699893188477
leaf_weight=5786 4302038 6678 286 104 34 55 1633 44 96 47 20 39 45 164 79 351 110 21 27 28 25 29 41 81 37 25 25 98 38 80
leaf_count=5786 4302038 6678 286 104 34 55 1633 44 96 47 20 39 45 164 79 351 110 21 27 28 25 29 41 81 37 25 25 98 38 80
internal_value=0 -408.997 -1606.32 -3234.08 1496.39 -21640.4 2290.04 -1714.2 -11252.9 -42002.6 1904.69 37703.2 216.347 2016.34 11205.2 -3629.85 5306.51 -4360.74 -11193.3 23152.4 58854.1 -44950.9 -23139.7 -15852.9 7223.66 -15979.2 -33922.2 20247.4 34683.2 7899.7
internal_weight=0 16126 10340 6782 3558 118 3440 1807 497 91 1310 59 1251 1206 459 747 396 406 310 80 52 63 230 189 83 62 106 295 136 159
internal_count=4318164 16126 10340 6782 3558 118 3440 1807 497 91 1310 59 1251 1206 459 747 396 406 310 80 52 63 230 189 83 62 106 295 136 159
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=31
num_cat=0
split_feature=3 1 1 0 5 6 2 5 1 0 1 1 0 5 6 1 5 1 5 0 1 0 5 3 5 5 3 5 5 5
split_gain=2.55104e+11 3.06072e+12 1.84559e+13 1.19555e+13 2.3992e+13 1.51255e+13 1.644e+13 2.50166e+13 1.19931e+13 1.47804e+13 1.19397e+13 1.65339e+13 3.39649e+13 2.36931e+13 1.60752e+13 2.21758e+13 3.735e+13 1.85859e+13 1.82127e+13 1.78436e+13 1.98019e+13 1.74516e+13 1.52148e+13 2.00375e+13 1.48264e+13 2.64155e+13 1.78967e+13 5.77375e+13 2.47271e+13 2.40164e+13
threshold=9.5000000000000018 60.55755580000001 60.648383500000008 56.791364150000007 67.990000000000023 1.5000000000000002 7.5000000000000009 86.02500000000002 60.58031445000001 56.758269450000007 47.208373000000009 47.282206100000003 56.093493200000005 58.305000000000007 1.5000000000000002 60.479177250000006 73.405000000000015 60.479177250000006 67.00500000000001 56.791364150000007 60.528664650000003 56.831297550000009 73.010000000000005 6.5000000000000009 116.06000000000002 125.85000000000001 5.5000000000000009 87.395000000000024 98.020000000000024 65.045000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 8 6 -5 -8 -3 -10 -1 12 -12 -14 17 18 -17 -13 -16 -18 -21 -22 23 -20 26 -26 27 -15 -29 -28
right_child=-2 2 -4 5 -6 -7 7 -9 9 -11 11 14 13 24 15 16 19 -19 22 20 21 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-122.30614161915639 21.938613792623602 8230.5124526854688 -63.131272304344492 7090.9870973363422 -30588.05405792551 -1957.8742831760767 15132.674291992189 140174.16651204426 -15213.14244151578 -2817.6348619219407 -10194.001510498701 -1236.1058201538742 3518.4545801168188 19650.86492368067 770.80279781540185 3265.8964540184738 45024.466175004127 -13207.174556011938 -280.42007557986011 -2444.9256085597049 -9986.6194567228631 44511.702082265023 -115.16765862171052 -7999.5455076290054 -86397.030921052632 7687.2603642086324 28451.542215614452 167498.68780838817 60936.017310049028 3055.1814634589427
leaf_weight=1047917 2379540 621 484185 870 388 33346 48 24 1382 3165 1307 28842 5410 553 276783 9984 284 1358 6534 327 76 259 26132 6929 38 139 574 38 51 1060
leaf_count=1047917 2379540 621 484185 870 388 33346 48 24 1382 3165 1307 28842 5410 553 276783 9984 284 1358 6534 327 76 259 26132 6929 38 139 574 38 51 1060
internal_value=0 -26.9283 -233.373 -2302.15 -6605.36 -1604.86 10891.4 56813.2 -4804.8 -6585.08 49.548 540.684 4733.48 7214.75 433.14 636.826 5065.3 -1774.41 483.834 24056 15060.5 32147.9 -1522.18 -4253.22 15366.8 -12511.6 17534.8 31681.6 106435 11976.5
internal_weight=0 1.93862e+06 524029 39844 5556 34288 942 72 5168 4547 1.4146e+06 366678 9170 7863 357508 327308 10930 30200 316378 946 662 335 39595 13463 2453 177 2276 642 89 1634
internal_count=4318164 1938624 524029 39844 5556 34288 942 72 5168 4547 1414595 366678 9170 7863 357508 327308 10930 30200 316378 946 662 335 39595 13463 2453 177 2276 642 89 1634
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=31
num_cat=0
split_feature=3 0 0 1 6 5 5 2 1 2 1 1 0 5 1 3 5 1 1 3 5 5 1 2 1 5 1 5 3 5
split_gain=2.36195e+11 2.24268e+12 1.11124e+13 1.7459e+13 1.58575e+13 1.57796e+13 2.68632e+13 4.20559e+13 6.50971e+13 1.77015e+13 1.55953e+13 3.09193e+13 2.91587e+13 2.99146e+13 1.68041e+13 1.47972e+13 1.43811e+13 1.41346e+13 1.89624e+13 1.23713e+13 1.23516e+13 1.56348e+13 1.18222e+13 1.16215e+13 2.29934e+13 1.82026e+13 1.27322e+13 2.05982e+13 2.83941e+13 2.05467e+13
threshold=10.500000000000002 56.852744000000008 57.117834900000013 114.17164950000002 1.5000000000000002 120.05000000000001 76.730000000000018 8.5000000000000018 65.520339550000017 6.5000000000000009 37.328003200000005 53.140944450000006 57.106514900000001 96.015000000000015 28.619594500000002 4.5000000000000009 98.020000000000024 44.083877800000003 40.810045900000013 9.5000000000000018 86.02500000000002 75.015000000000015 65.58467570000002 1.5000000000000002 65.480823400000006 123.15000000000002 53.243495500000009 71.715000000000018 9.5000000000000018 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 15 -9 -7 14 12 13 17 -6 -8 20 18 -12 22 21 -16 -17 24 25 -13 27 -25 29 -29
right_child=-2 2 -4 -5 10 9 7 8 -10 -11 11 23 -14 -15 16 19 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-21.952231613266484 -30.039638503151412 4714.0446912546859 12.84607189302937 -63811.992768673786 -59105.029010416678 -62267.647227822585 64553.935954214248 20969.853528225809 248999.84032738098 45925.716249999998 -29876.927632482195 2820.2295576223687 -102537.15608723959 -93485.31577034884 12832.434720469259 10441.268123851103 67478.832733269461 -21117.420928387051 7777.5889812463402 39322.504988606772 -50390.527067618532 79502.578330869947 -50336.000267857147 3637.8422735485833 17491.797075744526 -84382.922957356786 64.103796135700122 34438.137002626616 -2731.4105440521244 107196.26493587856
leaf_weight=2252908 1629650 3280 369796 41 30 62 65 31 21 20 170 9112 36 43 713 374 53 548 627 144 29 37 35 4326 1168 24 44463 145 160 53
leaf_count=2252908 1629650 3280 369796 41 30 62 65 31 21 20 170 9112 36 43 713 374 53 548 627 144 29 37 35 4326 1168 24 44463 145 160 53
internal_value=0 18.2086 225.916 1423.19 1463.86 7539.87 8441.23 26687.7 113059 -35879 1067.04 877.906 -13684 -11379.5 14423.5 19420.3 17074.7 -8754.55 -254.115 14115.2 13645.4 16121.5 5240.28 1226.7 4280.2 2591.15 586.515 5545.52 28597.5 53913.8
internal_weight=0 2.68851e+06 435606 65810 65769 4032 3950 670 52 82 61737 60875 1424 1388 862 618 832 1345 797 553 779 750 409 59451 10304 9136 49147 4684 358 198
internal_count=4318164 2688514 435606 65810 65769 4032 3950 670 52 82 61737 60875 1424 1388 862 618 832 1345 797 553 779 750 409 59451 10304 9136 49147 4684 358 198
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=31
num_cat=0
split_feature=3 2 2 0 1 1 0 0 0 0 0 0 3 0 1 5 4 5 3 5 1 1 3 0 1 1 4 5 5 5
split_gain=2.44009e+11 2.96797e+12 2.93092e+12 3.16168e+12 2.92973e+12 1.17789e+13 3.33499e+13 3.08117e+13 6.07956e+13 2.68907e+13 3.84919e+13 4.87643e+13 6.892e+13 4.60549e+13 7.86321e+13 1.53841e+14 1.69234e+14 1.17925e+14 5.21465e+13 4.72005e+13 4.51082e+13 3.84673e+13 6.537e+13 4.12799e+13 1.819e+14 3.79942e+13 4.3657e+13 5.63827e+13 3.62726e+13 5.4358e+13
threshold=9.5000000000000018 15.500000000000002 17.500000000000004 55.751981950000008 37.559851850000008 36.761894450000007 56.758269450000007 55.141517900000004 54.959412650000012 55.628356700000005 55.664473600000008 55.695992150000002 3.5000000000000004 55.719391050000006 37.098288800000006 68.52500000000002 2.5000000000000004 79.730000000000018 8.5000000000000018 94.040000000000006 37.503486000000002 37.214886200000009 8.5000000000000018 55.674875350000008 37.098288800000006 37.39371280000001 1.5000000000000002 39.995000000000012 47.815000000000005 54.035000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 8 -7 -9 28 12 -12 14 19 18 -17 -18 25 -13 -20 22 23 24 -14 -16 27 -27 -11 -30
right_child=-2 2 -4 -5 -6 6 -8 9 -10 10 11 13 21 -15 15 16 17 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-177.25996879077115 21.456242130497426 45808.011674863243 -1942.3058304398151 1634.4107797475963 -80.797728948950237 -922.40067411298514 -38482.812032591624 5093.8082758922919 -30998.818148671027 -1176.8726011152364 -83133.438424389984 5506.5133759223099 -19961.598750000001 1422.8700144940676 -49526.089770275299 -387681.72825520835 38725.525640190979 -259455.71674107143 -56011.798595305183 130003.03654785157 29553.532942708334 18399.053409926928 -74789.463692843536 -19679.422152412888 326003.53139880951 1996.6696765136721 41754.451711949652 -182113.93182663689 -70096.460647833635 -13729.037039339324
leaf_weight=207010 2379540 43 54 26 1630068 25875 212 23139 690 1863 73 630 55 43240 105 24 36 21 427 32 72 3130 124 113 21 80 247 21 207 986
leaf_count=207010 2379540 43 54 26 1630068 25875 212 23139 690 1863 73 630 55 43240 105 24 36 21 427 32 72 3130 124 113 21 80 247 21 207 986
internal_value=0 -26.3362 15506.9 29162.9 -27.3218 255.298 1138.17 1221.17 -1703.61 2262.03 989.886 1676.44 13017.9 789.019 -15380.7 -32623 -164924 -71130.7 -21366.3 11524.5 -43665.7 15056.5 -18369 18647.7 75634 3197.46 19105.4 -36283.8 -9895.06 -23509.5
internal_weight=0 1.93862e+06 123 69 1.9385e+06 308433 101423 101211 26565 74646 51507 48451 3516 44935 1695 1033 81 57 952 662 499 3443 313 189 76 453 348 101 3056 1193
internal_count=4318164 1938624 123 69 1938501 308433 101423 101211 26565 74646 51507 48451 3516 44935 1695 1033 81 57 952 662 499 3443 313 189 76 453 348 101 3056 1193
is_linear=0
shrinkage=0.1


Tree=4828
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 5 1 3 5 1 1 3 3 1 5 2 5 3 3 2 1 5 1 5 6 5 5 2 5
split_gain=2.92744e+11 7.50274e+12 6.45876e+13 3.50445e+13 4.75251e+13 4.01199e+13 2.27094e+13 2.45788e+13 4.77042e+13 3.19404e+13 5.43506e+13 4.26619e+13 4.09433e+13 3.14335e+13 6.73581e+13 4.45648e+13 4.04587e+13 3.84618e+13 2.49942e+13 2.39923e+13 2.24189e+13 2.37442e+13 3.89233e+13 2.19208e+13 2.14168e+13 2.05335e+13 2.01524e+13 5.27051e+13 2.92439e+13 2.05786e+13
threshold=55.025681450000008 55.017766000000002 55.957851400000003 83.006817700000013 82.911991800000024 82.837870700000011 46.010000000000012 82.95335685000002 21.500000000000004 73.995000000000019 82.933113850000026 82.933113850000026 9.5000000000000018 23.500000000000004 82.945329900000004 107.05000000000001 2.5000000000000004 102.01000000000001 6.5000000000000009 24.500000000000004 3.5000000000000004 82.945329900000004 86.810000000000016 52.395917250000004 89.00500000000001 1.5000000000000002 104.75000000000001 120.05000000000001 4.5000000000000009 132.05000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 23 4 5 -4 -6 9 -9 10 -8 18 -13 15 24 17 -17 20 -11 26 -14 -22 -23 -3 -15 -7 -20 28 -28 -29
right_child=-2 2 3 -5 6 25 7 8 -10 11 -12 12 13 14 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=2.3598916330840707 -22.388979996149711 -18293.360826187338 8805.1425048108795 -1116.2211189301147 3970.607267022815 -7377.9318955054187 56905.341406564345 12351.61660602667 -20790.718378980233 -55407.432989852728 17027.117551987478 130276.96861607145 -23631.655343900853 98404.566812500008 18707.796050359553 -67886.206770833334 70381.925744151536 -42942.345793269233 -1812.9591269781649 -47571.638828125004 5449.1270614624027 16305.997104542526 118775.18756184897 -60284.926868665549 233688.01619318186 -32861.74345999871 203369.5871603261 -70991.957459677418 54546.804800907259 23087.741740171372
leaf_weight=1801253 2482558 379 1697 17158 5631 2498 466 1923 561 87 1282 35 123 25 110 24 179 156 780 95 240 97 60 185 22 362 23 31 31 93
leaf_count=1801253 2482558 379 1697 17158 5631 2498 466 1923 561 87 1282 35 123 25 110 24 179 156 780 95 240 97 60 185 22 362 23 31 31 93
internal_value=0 30.2799 1494.23 2054.43 5325.55 -3375.84 8609.65 12664 4866.57 17556.4 27658.3 9569.96 23901.2 20307.4 61523 12945.8 54035 606.929 -3893.86 362.248 13671.7 25229.2 55466.2 -32067.2 161729 -10603.5 5115.61 35476.7 117934 -432.183
internal_weight=0 1.83561e+06 34353 33789 16631 4557 12074 6443 2484 3959 1748 2211 1071 1036 157 879 203 676 1140 1053 520 397 157 564 47 2860 958 178 54 124
internal_count=4318164 1835606 34353 33789 16631 4557 12074 6443 2484 3959 1748 2211 1071 1036 157 879 203 676 1140 1053 520 397 157 564 47 2860 958 178 54 124
is_linear=0
shrinkage=0.1


Tree=4829
num_leaves=31
num_cat=0
split_feature=0 0 5 1 1 1 1 5 3 1 6 5 1 6 3 2 1 6 5 5 4 1 3 2 5 5 6 5 3 3
split_gain=2.72006e+11 7.19279e+12 5.64296e+13 2.29318e+13 2.91184e+13 9.0257e+13 3.54158e+13 2.80865e+13 2.62505e+13 2.86488e+13 2.42023e+13 2.00226e+13 2.32542e+13 1.93134e+13 2.10846e+13 2.23119e+13 1.78966e+13 2.02629e+13 2.47266e+13 1.73449e+13 1.73043e+13 2.83027e+13 2.01453e+13 2.13449e+13 1.56795e+13 1.43887e+13 1.56206e+13 1.39215e+13 1.26076e+13 1.24557e+13
threshold=59.820733200000006 59.755965500000009 82.00500000000001 30.102666750000001 30.502469200000004 30.468306550000005 33.101335500000005 34.605000000000011 24.500000000000004 30.160599000000001 1.5000000000000002 37.75500000000001 30.578016350000002 1.5000000000000002 15.500000000000002 4.5000000000000009 30.102666750000001 1.5000000000000002 86.02500000000002 37.305000000000007 2.5000000000000004 30.315880100000005 10.500000000000002 12.500000000000002 85.020000000000024 60.905000000000008 1.5000000000000002 80.815000000000012 15.500000000000002 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 11 -7 9 27 -10 28 13 14 15 -13 17 -4 -19 -11 29 -22 -23 -24 -18 -14 -27 -5 -6 -21
right_child=-2 2 16 4 6 7 -8 -9 10 19 -12 12 25 -15 -16 -17 24 18 -20 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.6359448120361364 76.742587682557414 15830.767229996867 85489.506158854172 -15633.35720036515 -7297.8360332730726 -9137.9699430473611 -12249.491300090058 -50436.147292949972 -33576.358714657741 9257.674182867011 -5628.6864056197337 59088.943625452899 17179.806982263057 18095.548627295197 16404.25288783482 156204.20620659724 -51897.603518649754 49120.223403532611 -102912.563046875 -7751.0963738941618 66115.282696143622 -26069.27348454608 37787.030229516124 -23159.169992675783 -21554.719061553118 18480.97923197686 -23099.745906305543 61319.042032877602 17459.974379142735 3053.9343571443055
leaf_weight=3884456 417230 804 30 1150 726 241 829 520 441 2642 1042 69 1249 177 56 36 226 23 20 2372 94 137 204 80 691 158 211 24 287 1939
leaf_count=3884456 417230 804 30 1150 726 241 829 520 441 2642 1042 69 1249 177 56 36 226 23 20 2372 94 137 204 80 691 158 211 24 287 1939
internal_value=0 -8.20811 -2093.07 -613.548 -1513.93 -4144.23 6025.15 -37357.5 -1647.91 461.377 -13939.5 11127.8 17037.6 40893.6 65957.3 92385.6 -25239.4 22413.7 -21592.7 2744.23 -821.561 16503.2 5425.96 20619.1 -29032.9 12054.1 -5295.53 -14060.2 -283.53 -2891.21
internal_weight=0 3.90093e+06 16478 15488 14684 10886 3798 761 10125 8642 1483 2969 1956 338 161 105 990 73 43 7468 4826 515 421 284 917 1618 369 1174 1013 4311
internal_count=4318164 3900934 16478 15488 14684 10886 3798 761 10125 8642 1483 2969 1956 338 161 105 990 73 43 7468 4826 515 421 284 917 1618 369 1174 1013 4311
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=31
num_cat=0
split_feature=0 0 3 6 2 3 5 2 3 3 5 5 3 4 5 5 3 5 5 2 2 2 3 2 5 3 4 5 1 1
split_gain=2.69228e+11 1.42208e+13 2.26201e+13 2.96101e+13 2.10888e+13 3.00521e+13 6.24615e+13 3.08882e+13 6.02725e+13 3.90303e+13 2.79263e+13 5.20372e+13 2.36128e+13 2.25717e+13 2.13339e+13 3.43334e+13 2.45998e+13 5.04763e+13 3.92548e+13 2.01173e+13 1.72797e+13 1.72641e+13 3.54476e+13 2.86203e+13 2.02479e+13 1.62115e+13 1.97946e+13 2.49497e+13 1.58688e+13 2.53349e+13
threshold=57.157092150000004 57.147575200000006 23.500000000000004 1.5000000000000002 7.5000000000000009 8.5000000000000018 137.05000000000004 4.5000000000000009 9.5000000000000018 9.5000000000000018 132.05000000000004 120.05000000000001 9.5000000000000018 3.5000000000000004 90.015000000000015 107.05000000000001 9.5000000000000018 114.05000000000001 114.05000000000001 14.500000000000002 19.500000000000004 3.5000000000000004 11.500000000000002 6.5000000000000009 97.050000000000011 7.5000000000000009 1.5000000000000002 161.85000000000002 65.551978750000004 65.565203050000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 25 10 9 -9 -8 11 13 -13 14 -7 21 18 -18 -17 -5 -21 22 -16 -23 -25 -3 -27 -28 -6 -30
right_child=-2 2 3 19 28 6 7 8 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 20 -22 23 -24 24 -26 26 27 -29 29 -31
leaf_value=2.5490161487361096 59.75251269976124 -5844.1092771171388 -3550.9496058076484 24786.19660853795 -14101.620179956852 619.94273307183767 -60821.742159598216 267268.72500000003 55521.54840891769 109328.2376201923 -69781.344296151627 42011.264409722229 153882.01996228448 -33909.7155217951 12381.140032327587 -54633.68898437501 17288.747245065792 -150428.93290441178 128519.20759943181 156737.80069444445 52667.742668269231 -1520.9505428699968 122015.08464721679 105181.21006905694 13942.451668105015 -2130.2594181823729 -67759.371504536291 20824.405976562499 21621.01606758139 -7425.4402352746538
leaf_weight=3660253 641961 3764 219 105 2723 5581 28 20 41 26 54 54 29 176 58 25 38 34 22 27 39 178 60 56 43 160 155 40 359 1836
leaf_count=3660253 641961 3764 219 105 2723 5581 28 20 41 26 54 54 29 176 58 25 38 34 22 27 39 178 60 56 43 160 155 40 359 1836
internal_value=0 -10.4343 -2989.89 20797.1 -3586.1 -1083.42 3139.35 76185.1 124947 21102.3 1828.45 2437.03 81098.6 1395.9 2415.39 21910.4 -25176.7 -61911.3 31097.5 51979.6 95241.9 36096.1 68127.2 22451.1 65552.3 -7770.77 -28198.8 -49588.3 -9001.6 -2674.79
internal_weight=0 3.6762e+06 15950 390 15560 10642 6523 115 61 54 6408 6354 83 6271 6095 514 119 72 47 171 66 395 118 277 99 4119 355 195 4918 2195
internal_count=4318164 3676203 15950 390 15560 10642 6523 115 61 54 6408 6354 83 6271 6095 514 119 72 47 171 66 395 118 277 99 4119 355 195 4918 2195
is_linear=0
shrinkage=0.1


Tree=4831
num_leaves=31
num_cat=0
split_feature=5 1 1 3 2 1 1 1 3 1 0 2 1 0 3 1 0 0 0 1 1 1 3 1 3 0 0 3 1 2
split_gain=2.83838e+11 2.83216e+12 1.9114e+13 7.21855e+12 7.07438e+12 1.82645e+13 1.16361e+13 7.89505e+12 7.82616e+12 1.08589e+13 7.06409e+12 1.33054e+13 1.3081e+13 7.88672e+12 7.01745e+12 7.54666e+12 7.00547e+12 1.99962e+13 8.63387e+12 7.50726e+12 6.32766e+12 1.68824e+13 9.07288e+12 7.8373e+12 6.26482e+12 1.2194e+13 9.67766e+12 1.76956e+13 1.37614e+13 1.10112e+13
threshold=150.04500000000004 39.767857750000005 39.826386800000009 8.5000000000000018 1.5000000000000002 39.925119750000007 39.863684800000009 113.46563545000002 9.5000000000000018 65.480823400000006 45.022371150000005 1.5000000000000002 39.739656000000004 44.580511600000001 2.5000000000000004 86.192907650000009 59.755965500000009 57.692655200000004 57.178027650000011 92.928903050000017 48.712293450000011 49.236330900000006 2.5000000000000004 41.900971000000006 3.5000000000000004 44.732363600000006 44.732363600000006 6.5000000000000009 37.342273500000012 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 -4 -6 8 16 -10 11 13 24 -2 15 -8 17 18 19 20 22 -22 -7 -24 25 -13 29 28 -28 -26
right_child=1 2 4 -5 6 7 14 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=1.5442242488050129 -74922.72256944445 -27435.600669642859 88113.501967592601 -102173.68880208334 -73062.991406250003 17762.357570312503 -26865.924186197921 63867.339426491482 8430.8155939275584 95831.353720238098 -210.09363719274376 70533.524627543607 61278.668389423081 -6268.198863636364 -1402.928355124709 33908.578396739133 -52598.506933593751 96260.832990056835 -58222.550875000008 -56082.066215376421 98666.835900297621 6687.344465496416 34349.368375000005 -25037.365486572267 -25580.60615368151 -19675.023794157609 124087.16373197116 9516.109003377278 23054.427260044642 8907.3691838562263
leaf_weight=4302555 27 28 27 24 23 100 183 22 44 21 4870 43 52 44 8562 23 24 22 25 22 21 401 25 200 146 23 26 300 28 253
leaf_count=4302555 27 28 27 24 23 100 183 22 44 21 4870 43 52 44 8562 23 24 22 25 22 21 401 25 200 146 23 26 300 28 253
internal_value=0 -425.659 -1463.16 -61930.1 -1140.5 7038.46 -2028.08 4677.05 3238.17 36667.9 1323.2 9250.12 12643.3 -32376.3 -1841.75 -20080.4 651.346 2217.52 -388.216 1491.96 3187.58 11264.5 -7300.01 -18438.8 9555.35 39097.2 6966.03 19001.8 71699.8 -3712.29
internal_weight=0 15609 9797 52 9745 954 8791 927 905 65 5812 942 871 71 8768 206 840 816 794 769 747 422 325 225 819 66 753 354 54 399
internal_count=4318164 15609 9797 52 9745 954 8791 927 905 65 5812 942 871 71 8768 206 840 816 794 769 747 422 325 225 819 66 753 354 54 399
is_linear=0
shrinkage=0.1


Tree=4832
num_leaves=31
num_cat=0
split_feature=3 5 0 0 5 3 0 1 0 1 0 1 5 3 1 0 4 6 3 3 3 5 4 3 1 5 5 5 1 5
split_gain=2.61721e+11 2.17249e+12 8.34952e+12 5.30305e+13 2.90616e+13 2.42515e+13 2.04126e+13 1.00416e+14 9.83227e+13 2.72281e+13 7.03841e+13 2.60511e+13 1.0699e+14 2.01784e+13 1.99561e+13 2.70205e+13 2.34514e+13 3.13463e+13 2.60543e+13 1.97591e+13 1.68293e+13 1.89371e+13 2.9688e+13 1.67464e+13 1.64991e+13 1.62529e+13 1.89545e+13 1.62908e+13 1.53013e+13 1.4674e+13
threshold=10.500000000000002 59.810000000000009 56.054485600000007 56.110481950000008 107.05000000000001 16.500000000000004 55.993277250000013 37.214886200000009 56.009576300000013 37.436176200000013 56.009576300000013 37.869926150000005 84.030000000000015 16.500000000000004 37.832345550000007 56.009576300000013 2.5000000000000004 1.5000000000000002 16.500000000000004 14.500000000000002 13.500000000000002 86.02500000000002 2.5000000000000004 20.500000000000004 46.037218400000008 128.92000000000004 118.33500000000002 89.00500000000001 37.487839250000007 73.995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 19 -6 -3 8 -8 10 -9 12 14 -12 15 29 17 18 -16 24 -14 22 -22 -18 -4 26 27 -23 -17 -11
right_child=1 2 3 -5 5 -7 7 9 -10 11 13 -13 20 -15 16 28 23 -19 -20 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=19.167289599497209 52.089325353861284 -52.569248814351909 -42096.251991864672 -591.8583013711808 -107601.69726810779 19819.460976562503 48055.202839491103 108625.42832031251 261408.81828703705 14834.578764296071 -84982.522606382976 1258.9578633142194 -89631.875321691186 -22399.216108569766 154113.18546875002 57614.599903534683 59742.092294766044 15334.797614426467 48330.428798264729 -6847.1587694326072 -167576.18718750001 41676.409894353696 -25641.50765904018 143962.7908564815 -13113.221615857277 -82540.103229631699 91154.815078125001 -17120.938486227948 -23626.763454861113 -30624.897479901992
leaf_weight=2688514 1068167 403996 363 147829 59 20 108 32 27 194 94 5181 34 114 30 164 188 359 104 1485 20 55 56 27 428 28 20 329 27 112
leaf_count=2688514 1068167 403996 363 147829 59 20 108 32 27 194 94 5181 34 114 30 164 188 359 104 1485 20 55 56 27 428 28 20 329 27 112
internal_value=0 -31.6212 -190.872 -829.032 -15717 -75343.2 42.1488 5281.87 90725.9 3672.64 -29441.1 4819.77 15379.9 -50682.1 31977 16617.3 42759.1 30740.3 72013.1 -13647.4 -21519.5 -16960.7 -62992.7 70318.6 -26413.9 -8862.53 -3756.16 -8699.44 46130.2 -1804.18
internal_weight=0 1.62965e+06 561483 150184 2355 79 411299 7303 135 7168 240 6928 1747 208 1205 497 708 493 134 2276 542 508 76 215 791 432 404 384 191 306
internal_count=4318164 1629650 561483 150184 2355 79 411299 7303 135 7168 240 6928 1747 208 1205 497 708 493 134 2276 542 508 76 215 791 432 404 384 191 306
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=31
num_cat=0
split_feature=0 0 5 2 1 5 1 1 5 1 3 1 0 3 5 3 3 0 3 0 1 0 3 3 0 5 5 3 4 5
split_gain=2.71563e+11 2.63666e+12 2.06681e+13 2.38526e+13 1.54793e+13 1.57156e+13 1.45403e+13 8.07785e+13 5.00363e+13 2.81369e+13 5.28764e+13 3.50082e+13 4.17753e+13 3.42651e+13 3.2499e+13 2.54607e+13 3.10669e+13 2.31576e+13 2.19585e+13 2.12343e+13 1.85374e+13 3.75631e+13 2.42116e+13 2.40393e+13 3.4617e+13 3.36455e+13 3.28925e+13 1.9904e+13 1.95498e+13 1.89698e+13
threshold=56.635684300000008 56.791364150000007 120.05000000000001 13.500000000000002 47.854228500000012 150.04500000000004 60.58031445000001 60.648383500000008 67.990000000000023 60.479177250000006 16.500000000000004 60.528664650000003 56.758269450000007 15.500000000000002 71.00500000000001 26.500000000000004 22.500000000000004 56.758269450000007 14.500000000000002 56.782419000000012 60.695889550000011 56.782419000000012 16.500000000000004 5.5000000000000009 56.782419000000012 57.995000000000012 66.990000000000023 11.500000000000002 2.5000000000000004 74.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 9 8 17 -2 13 12 -12 18 -15 16 -13 -8 -11 -10 23 27 -23 26 25 -25 -9 29 -27 -22
right_child=1 -3 3 -5 -6 -7 7 20 19 10 11 15 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-13.333309236663817 279.61957582897253 1.9730108035339222 -101081.44280078125 54476.468003727845 -18190.007042225774 -7508.9070033482149 -15279.539538286575 15715.31437592381 -36456.603179598162 11994.371920601599 81866.316336137825 -1552.4863634705807 7016.0369962238246 21475.76212112587 70212.910556579969 17209.364049330918 -21931.440129306658 -2417.8100371632768 -5964.9066672366298 -12470.277069118143 3014.2338769830349 3608.940501048126 -17255.582383914058 8712.3765146136047 20903.550828604864 -31427.721454510356 79447.781076591709 11969.445665683332 -1075.9902907196263 -13352.901166720218
leaf_weight=3366502 25925 886323 50 39 347 28 1793 333 787 4241 78 1804 1693 911 161 387 1278 6385 811 695 8560 858 1581 1421 1102 430 107 2343 419 772
leaf_count=3366502 25925 886323 50 39 347 28 1793 333 787 4241 78 1804 1693 911 161 387 1278 6385 811 695 8560 858 1581 1421 1102 430 107 2343 419 772
internal_value=0 47.1665 660.216 -20370 -27238.2 -67491.3 810.629 -929.949 -8301.46 2098.29 6247.27 -1126.97 10312.7 12557 28795.4 -6967.15 -10002.9 -5237.7 9111.36 -25208 3042.43 1371.21 -9915.79 9230.16 6361.58 -698.006 31213.9 3729.15 -16448.5 1660.24
internal_weight=0 951662 65339 464 425 78 64875 27586 9660 37289 11364 5240 1771 6124 1072 3469 3082 8178 5052 1482 17926 14114 2439 3812 3372 2270 440 11675 849 9332
internal_count=4318164 951662 65339 464 425 78 64875 27586 9660 37289 11364 5240 1771 6124 1072 3469 3082 8178 5052 1482 17926 14114 2439 3812 3372 2270 440 11675 849 9332
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 0 3 3 3 1 3 2 2 1 1 3 0 3 3 0 0 1 0 1 1 3 2 2 6 2
split_gain=2.82499e+11 8.41766e+12 1.47862e+13 2.72531e+13 1.5309e+13 1.32812e+13 1.00333e+13 9.24246e+12 8.23506e+12 7.00842e+12 6.88701e+12 6.86045e+12 5.92162e+12 5.27377e+12 2.03463e+13 5.39983e+13 2.3294e+13 1.41615e+13 7.48285e+12 6.77588e+12 1.44128e+13 5.04997e+12 4.7358e+12 9.64298e+12 1.09691e+13 4.60271e+12 7.44282e+12 9.54601e+12 6.73918e+12 4.78756e+12
threshold=62.710000000000008 62.995000000000012 51.717367500000009 51.83362145000001 30.207352000000004 51.636650050000007 32.500000000000007 24.500000000000004 6.5000000000000009 52.307266200000008 19.500000000000004 11.500000000000002 4.5000000000000009 30.346469350000003 30.305955500000003 9.5000000000000018 59.963407450000012 23.500000000000004 8.5000000000000018 59.932719750000011 59.982527000000012 30.243224600000001 57.131524800000008 65.480823400000006 65.58467570000002 24.500000000000004 12.500000000000002 10.500000000000002 1.5000000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 8 10 9 -7 -5 13 11 -2 -10 14 17 -16 -17 18 -6 25 -21 -20 -11 -24 -25 29 27 -27 -28 -15
right_child=1 -3 3 4 6 7 -8 -9 12 22 -12 -13 -14 19 15 16 -18 -19 21 20 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=-14.799515677967708 11182.936882461763 25.831767791791567 -42567.71136271159 76779.156113873105 -64054.805312500001 22696.24402901786 -63616.809714673916 74342.892063492065 -2519.8667360399595 6242.9468497190182 -20551.758965163935 55368.263201121801 37406.132450657897 -177.4393536081854 178295.82851562501 -30944.483469682178 74347.799649586406 68305.09836309524 -33578.856556640625 -77180.561083984372 -4599.5471562267485 6933.3740237426755 3042.5826570357403 88726.799655633222 6239.7154157366076 -12702.48978253265 -21309.797212678841 64566.513690476189 -85974.610703125014 30918.628059895833
leaf_weight=3235080 355 1078400 132 33 30 77 23 63 61 1218 61 39 95 1696 24 55 34 21 50 37 105 80 87 38 28 67 83 21 20 51
leaf_count=3235080 355 1078400 132 33 30 77 23 63 61 1218 61 39 95 1696 24 55 34 21 50 37 105 80 87 38 28 67 83 21 20 51
internal_value=0 44.2049 4274.26 2131.03 3622.12 19003.1 2229.07 45937.2 31394.6 2633.46 10715.7 15556.6 21794 -654.013 11882.5 45176.8 9279.53 -8903.37 -19037 -2426.01 -23511.5 -8648.25 8326 24908.7 53732.3 -881.044 -15619.8 5736.7 -33866.1 730.345
internal_weight=0 1.08308e+06 4684 4089 3957 595 3768 140 189 3745 455 394 156 2374 294 113 89 181 160 2080 142 130 1371 153 66 1938 191 88 103 1747
internal_count=4318164 1083084 4684 4089 3957 595 3768 140 189 3745 455 394 156 2374 294 113 89 181 160 2080 142 130 1371 153 66 1938 191 88 103 1747
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=31
num_cat=0
split_feature=5 6 5 1 1 1 5 3 2 1 1 4 3 0 0 1 3 1 1 1 4 0 2 4 3 0 0 2 0 2
split_gain=2.63487e+11 2.22257e+12 5.43436e+12 1.94305e+13 1.31864e+13 1.32903e+13 9.91209e+12 2.34649e+13 2.66529e+13 1.43304e+13 3.33041e+13 1.85626e+13 1.87368e+13 1.23967e+13 1.33264e+13 1.22305e+13 2.80313e+13 1.20837e+13 2.99392e+13 3.46462e+13 2.73195e+13 3.22126e+13 2.44269e+13 1.94276e+13 2.08969e+13 1.65535e+13 1.72866e+13 1.62802e+13 2.25412e+13 1.62123e+13
threshold=81.910000000000011 1.5000000000000002 87.00500000000001 83.003420700000007 114.17164950000002 113.46563545000002 89.00500000000001 8.5000000000000018 6.5000000000000009 37.767735350000002 33.101335500000005 2.5000000000000004 4.5000000000000009 55.793358600000012 55.657530000000008 30.160599000000001 7.5000000000000009 30.323743050000001 37.362912300000012 37.559851850000008 2.5000000000000004 59.990816400000007 10.500000000000002 3.5000000000000004 17.500000000000004 59.896318000000008 59.863160500000006 4.5000000000000009 55.576287050000012 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 10 11 12 -4 14 -11 -13 -17 20 23 27 -9 22 -22 24 -19 26 29 28 -20 -26
right_child=1 -3 6 4 -6 -7 -8 17 -10 13 -12 15 -14 -15 -16 16 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-7.6982257839408703 -459.68521684894381 253.48004216506547 48221.233333333337 -7814.714954159077 -88675.695625000008 52384.315118243248 -747.67872164257074 25924.260762867649 120722.22203125 6063.5111061789776 129577.18881263734 -7721.0381076388894 -49414.610581140354 -13598.125146845176 61788.818237304688 33815.36261137142 160310.13593750002 799.94949021772914 -64126.366321331523 1254.831572010931 -26269.155010824863 6031.2019464383466 -93526.107697792657 90733.839140625001 16943.944211037742 11440.890800558111 117662.5615218099 -29017.577932717617 12164.531684072068 69843.574940523191
leaf_weight=3935898 32863 251156 30 4160 20 37 53301 170 25 165 32 36 57 203 58 86 22 528 46 37118 378 314 63 35 151 279 30 564 245 94
leaf_count=3935898 32863 251156 30 4160 20 37 53301 170 25 165 32 36 57 203 58 86 22 528 46 37118 378 314 63 35 151 279 30 564 245 94
internal_value=0 79.2627 -254.47 -1279.7 -7670.03 -7284.01 149.82 1324.35 19293.2 15612.9 33967.5 20722.9 -15747.1 4281.25 20557.1 42756.9 59582.8 1003.73 1271.05 796.393 -10292.9 -18447.8 -35877.3 17407.1 15035.2 28602.4 46013.5 -19105.8 104.802 37240.1
internal_weight=0 382266 131110 37080 4217 4197 94030 40729 714 689 263 231 87 426 223 144 108 40015 39090 37973 925 755 441 1117 1082 554 275 855 291 245
internal_count=4318164 382266 131110 37080 4217 4197 94030 40729 714 689 263 231 87 426 223 144 108 40015 39090 37973 925 755 441 1117 1082 554 275 855 291 245
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=31
num_cat=0
split_feature=3 0 0 0 0 1 4 5 1 5 1 3 0 5 5 3 4 1 5 5 2 5 2 5 0 2 5 1 5 5
split_gain=2.70928e+11 3.42249e+12 1.55405e+13 3.50905e+13 3.14569e+13 2.85394e+13 2.71218e+13 2.7484e+13 5.06988e+13 3.03579e+13 3.32709e+13 2.89125e+13 2.67548e+13 2.5408e+13 2.44961e+13 2.17715e+13 2.12003e+13 2.02571e+13 2.41655e+13 3.78811e+13 2.74186e+13 2.00596e+13 3.9393e+13 1.99155e+13 2.71814e+13 1.96086e+13 1.80896e+13 7.99345e+13 1.45661e+13 1.60408e+13
threshold=23.500000000000004 59.882016200000002 56.911498950000002 58.000519000000004 59.820733200000006 30.332994000000003 3.5000000000000004 42.205000000000005 30.332994000000003 57.705000000000005 30.305955500000003 24.500000000000004 59.846652800000008 116.06000000000002 58.005000000000003 27.500000000000004 3.5000000000000004 30.315880100000005 77.715000000000018 80.815000000000012 14.500000000000002 58.040000000000006 9.5000000000000018 80.00500000000001 59.863160500000006 7.5000000000000009 75.015000000000015 30.362552800000003 61.845000000000006 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 21 7 11 9 10 -9 -6 -12 -8 -7 23 28 -11 20 -20 25 -5 -23 26 -25 -19 -10 -28 -16 -30
right_child=1 -3 3 4 6 14 13 8 15 17 12 -13 -14 -15 16 -17 -18 18 19 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-7.1778481223061936 18.215771230265801 -638.05639458800636 11189.53528336889 5794.0451380300728 -8383.4612234459055 -3645.7072280237876 -74314.907722886041 -599.33074254902454 16173.414026819191 -5880.130791008316 -8306.6658405807793 6200.7573227338607 77687.430498732181 13402.63030960648 -41680.139437460006 -6314.477079127385 70666.609562500002 -91669.251506696441 92283.357265625003 -29933.124952958271 -162038.85927734376 136543.07347656251 9652.9096691313243 30537.655911432244 133551.65494068287 -14712.444044174383 -103158.44665274785 77987.391610863095 -13787.182367217838 -104397.50931640626
leaf_weight=3990478 253184 54261 4076 229 2649 3263 85 547 2934 762 53 2792 114 54 293 416 25 56 30 164 24 40 63 499 27 81 58 42 845 20
leaf_count=3990478 253184 54261 4076 229 2649 3263 85 547 2934 762 53 2792 114 54 293 416 25 56 30 164 24 40 63 499 27 81 58 42 845 20
internal_value=0 87.41 231.378 2897.72 806.936 -6003.14 3664.45 4206.98 8991.8 -4777.19 11328.1 -899.701 50395.9 -40237.6 -8115.09 15332.6 -20442.7 -15071.9 -34801.8 -11033.7 -63441.7 22279.2 58930.6 17862.2 35825.4 -46169.2 14747.9 -27077.2 -22409.7 -15882.2
internal_weight=0 327686 273425 20241 16165 4778 11387 11248 5807 1831 714 5441 167 139 4446 3976 1183 1117 355 194 161 332 103 3560 526 137 3034 100 1158 865
internal_count=4318164 327686 273425 20241 16165 4778 11387 11248 5807 1831 714 5441 167 139 4446 3976 1183 1117 355 194 161 332 103 3560 526 137 3034 100 1158 865
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=31
num_cat=0
split_feature=0 0 1 5 2 3 5 5 1 2 3 3 1 3 3 5 5 5 4 1 1 4 3 3 2 5 2 2 3 3
split_gain=2.8062e+11 5.68029e+12 2.15836e+13 1.46654e+13 1.61159e+13 1.43204e+13 1.41418e+13 1.85695e+13 2.86896e+13 1.56582e+13 2.4536e+13 1.47906e+13 1.56939e+13 2.60025e+13 3.72695e+13 2.67425e+13 2.71861e+13 5.06908e+13 2.61169e+13 2.22392e+13 2.24513e+13 6.00833e+13 5.40493e+13 3.01331e+13 2.62833e+13 2.07585e+13 1.96848e+13 1.87957e+13 1.7332e+13 1.68821e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 120.05000000000001 8.5000000000000018 8.5000000000000018 59.025000000000013 55.990000000000002 30.332994000000003 14.500000000000002 13.500000000000002 23.500000000000004 30.434657650000002 19.500000000000004 22.500000000000004 101.05000000000001 93.00500000000001 90.015000000000015 1.5000000000000002 30.332994000000003 30.388336800000001 1.5000000000000002 17.500000000000004 11.500000000000002 15.500000000000002 84.030000000000015 2.5000000000000004 11.500000000000002 17.500000000000004 20.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 7 -3 9 10 -9 12 19 18 -15 16 17 25 -14 -8 21 23 -23 -21 26 -16 -22 28 -20 -28
right_child=-2 2 5 4 -6 -7 11 8 -10 -11 -12 -13 13 14 15 -17 -18 -19 27 20 24 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.17718828667367223 89.821839338511268 -869.41601773516743 -11576.759026523112 5470.8570746527785 93359.426596966921 -50186.428897819249 -3372.6457658485133 18756.249980534736 2749.7969512530372 -37940.914729817705 78928.598400000017 -23905.941150162071 123953.07795516304 -86929.540404829546 -1559.4718906279113 -71352.218641515879 56810.217511648167 -98709.160802283659 12825.004323985966 57169.925799005679 20137.482883078836 -61518.818669181041 -232799.52824074074 -35568.250352868366 81190.846510416668 62689.265756392051 -37946.233688662032 -24236.16996777344 56051.253003329926 40157.538986895168
leaf_weight=3980885 321892 9139 311 54 34 139 1998 148 746 24 125 423 23 55 587 52 83 52 387 44 110 58 27 172 30 55 258 100 122 31
leaf_count=3980885 321892 9139 311 54 34 139 1998 148 746 24 125 423 23 55 587 52 83 52 387 44 110 58 27 172 30 55 258 100 122 31
internal_value=0 -7.23498 -1924.89 -1274.82 39427.8 -23502.9 -1516.04 573.284 13214.5 39499.7 46307.7 -6074.32 -4297.04 3860.33 -7213.31 -1924.54 2721.84 -3746.94 19349.4 -8830.24 -23767.6 -44704.1 -115926 -16677.1 -9077.85 3944.7 -15865 15398.9 23185.7 -29568.3
internal_weight=0 3.99627e+06 15387 14937 88 450 14849 10182 1043 297 273 4667 4244 1516 884 829 777 694 632 2728 730 301 85 216 429 642 399 609 509 289
internal_count=4318164 3996272 15387 14937 88 450 14849 10182 1043 297 273 4667 4244 1516 884 829 777 694 632 2728 730 301 85 216 429 642 399 609 509 289
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 3 5 6 3 3 3 0 0 0 3 5 1 5 4 5 0 3 4 2 3 5 5 5 5 5
split_gain=2.64002e+11 1.26575e+12 2.95408e+12 1.10106e+12 1.01773e+13 5.61723e+12 2.9637e+12 2.57737e+12 1.18058e+13 8.03118e+12 5.25583e+12 1.06965e+13 2.50548e+13 9.44997e+12 9.18677e+12 8.96569e+12 9.43496e+12 1.02027e+13 7.48142e+12 6.9726e+12 3.41118e+13 3.39952e+13 1.05746e+13 8.98545e+12 1.75297e+13 1.10712e+13 8.67092e+12 7.90368e+12 1.25938e+13 3.41022e+13
threshold=86.067573200000012 42.966471700000007 44.226894250000008 92.928903050000017 52.719210700000012 2.5000000000000004 56.835000000000008 1.5000000000000002 6.5000000000000009 5.5000000000000009 8.5000000000000018 56.054485600000007 52.485928400000006 56.093493200000005 11.500000000000002 92.035000000000011 103.85249100000001 86.810000000000016 3.5000000000000004 104.75000000000001 52.056565900000003 9.5000000000000018 3.5000000000000004 6.5000000000000009 12.500000000000002 125.85000000000001 73.995000000000019 100.05000000000001 75.015000000000015 77.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 9 -5 -9 12 19 -13 -15 16 17 -14 -17 22 23 -22 27 24 25 -21 -24 28 -12 -30
right_child=1 2 3 7 -6 6 -8 10 -10 -11 11 13 15 14 -16 18 -18 -19 -20 20 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-5.0099751256992651 -25033.481171874999 34497.335187500001 -2178.954680069633 -6259.0887805424791 430.00695046112128 -21659.647526041666 -52384.144885706017 244.1066110300421 3256.7467637341388 -50850.380347842263 -1522.4454949320684 8259.174272085218 -7602.8347208095529 798.69277990453907 -12122.068031704564 -80613.716813659674 -20892.485114936364 46640.555267857148 -14987.960626541941 46032.002691200665 129552.20933779763 19144.311819935996 -74194.626596467395 -20189.0960401747 -57226.613061523443 -5755.8690255779111 -11584.867975170308 -28141.252811726488 54285.396831735619 3407.004256694725
leaf_weight=4147874 20 25 92 1054 84910 75 54 53606 6460 42 8214 1579 3738 6521 601 32 571 35 38 95 42 83 23 180 32 73 578 101 147 1269
leaf_count=4147874 20 25 92 1054 84910 75 54 53606 6460 42 8214 1579 3738 6521 601 32 571 35 38 95 42 83 23 180 32 73 578 101 147 1269
internal_value=0 122.031 124.986 119.939 374.226 -21057.4 -34521.1 -134.399 1628.61 -7967.88 -306.158 -1537.68 -3133.88 1260.1 -291.644 -9484.77 -8912.66 -7099.65 -44988.3 -547.105 10926.2 56241.4 -1107.89 -3980.07 10608.1 23528.9 -13980.9 -312.834 -20.9684 8688.87
internal_weight=0 170290 170270 170245 85131 221 129 85114 7556 1096 77558 23952 15251 8701 7122 4414 4344 3773 70 10837 505 125 10332 380 200 168 601 9731 9630 1416
internal_count=4318164 170290 170270 170245 85131 221 129 85114 7556 1096 77558 23952 15251 8701 7122 4414 4344 3773 70 10837 505 125 10332 380 200 168 601 9731 9630 1416
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=31
num_cat=0
split_feature=0 0 0 3 1 1 4 1 1 1 5 5 4 5 4 1 1 5 5 5 5 6 2 5 5 5 2 1 1 6
split_gain=2.68017e+11 2.84921e+12 4.16719e+12 3.54424e+13 1.13798e+13 2.86353e+13 1.62604e+13 1.08731e+13 1.91881e+13 2.5111e+13 1.46975e+13 2.12308e+13 1.77623e+13 1.3174e+13 1.17137e+13 1.22511e+13 9.09141e+12 9.31474e+12 8.7861e+12 1.22233e+13 8.64867e+12 1.46494e+13 9.65268e+12 8.02929e+12 1.26082e+13 1.47779e+13 2.00095e+13 7.84194e+12 1.69257e+13 7.74049e+12
threshold=54.942865800000007 54.947737500000009 54.959412650000012 9.5000000000000018 82.970752000000019 82.964402850000013 1.5000000000000002 83.053286850000021 43.048525950000005 47.981192400000005 92.035000000000011 72.705000000000013 3.5000000000000004 70.50500000000001 1.0000000180025095e-35 82.970752000000019 82.961358250000018 103.45000000000002 55.990000000000002 47.815000000000005 33.395000000000003 1.5000000000000002 6.5000000000000009 60.310000000000009 64.805000000000021 66.50500000000001 7.5000000000000009 82.95335685000002 82.959896850000021 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 18 -7 8 10 -10 11 13 -12 23 -11 16 17 -16 19 -5 22 -22 -6 -3 -25 -26 -27 -20 -29 -30
right_child=1 2 -4 4 20 6 -8 -9 9 14 12 -13 -14 -15 15 -17 -18 -19 27 -21 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=36.676979687334772 -432.81645425757773 -6898.1013400729616 -3.1627890732502166 1218.0852345766241 7643.8155582411264 1220.7423270823544 21496.858407333249 915.76744986329402 108619.36606770834 -24348.318187578989 88169.943278391773 -52667.189364583341 -15154.6458984375 79066.424857954553 24775.574070046165 37516.844492445896 8507.8390094329843 -44375.701323242189 -29661.783539870692 55839.193817429317 -2945.9020981120848 -15462.813685732981 -8199.9182428609911 26411.374672809834 -43837.254995598596 -21417.125028483075 81652.426512096776 47655.758883351293 -3519.1568625806112 -19348.689570794751
leaf_weight=1363348 156027 556 2782189 1671 1141 665 976 1146 30 68 41 75 28 22 748 274 1000 20 145 42 4003 1220 580 234 71 48 31 58 1302 405
leaf_count=1363348 156027 556 2782189 1671 1141 665 976 1146 30 68 41 75 28 22 748 274 1000 20 145 42 4003 1220 580 234 71 48 31 58 1302 405
internal_value=0 -16.9227 6.26255 1585.97 -1185.54 2321.11 13280.2 9289.66 12246.1 17773.3 1551.3 -1422.28 46241.1 2572.91 16481.7 17841.4 14792.1 22974.8 -2642.68 2557.31 -3843.81 -5869.63 2304.27 782.633 11903.7 -10728.3 19027.9 -7306.33 -5469.76 -7274.85
internal_weight=0 2.95482e+06 2.79879e+06 16600 12208 5264 1641 4392 3246 2140 1106 1037 69 962 2110 2042 1768 768 3623 1713 6944 5223 1721 940 384 150 79 1910 1765 1707
internal_count=4318164 2954816 2798789 16600 12208 5264 1641 4392 3246 2140 1106 1037 69 962 2110 2042 1768 768 3623 1713 6944 5223 1721 940 384 150 79 1910 1765 1707
is_linear=0
shrinkage=0.1


Tree=4840
num_leaves=31
num_cat=0
split_feature=3 4 1 0 1 0 1 2 0 5 2 4 0 1 1 0 0 3 0 2 3 3 4 6 3 0 1 5 1 5
split_gain=2.71201e+11 3.04054e+12 7.02174e+12 2.33189e+13 2.92389e+13 2.8511e+13 3.34166e+13 3.15748e+13 4.14188e+13 2.86883e+13 3.40998e+13 3.39547e+13 3.15707e+13 2.88961e+13 4.04356e+13 5.86731e+13 4.21955e+13 5.84782e+13 7.31036e+13 2.78036e+13 2.94369e+13 5.02815e+13 2.57376e+13 2.53117e+13 3.1529e+13 4.26334e+13 4.65072e+13 2.65806e+13 4.15248e+13 2.48582e+13
threshold=9.5000000000000018 1.5000000000000002 65.551978750000004 55.030402950000003 78.608766650000021 55.061033200000004 82.940215400000014 11.500000000000002 55.034903650000011 99.555000000000021 5.5000000000000009 2.5000000000000004 55.034903650000011 82.871296800000025 82.888608650000023 55.046835900000012 55.046835900000012 23.500000000000004 55.039751500000008 4.5000000000000009 13.500000000000002 17.500000000000004 2.5000000000000004 1.5000000000000002 12.500000000000002 55.141517900000004 65.58467570000002 92.035000000000011 65.610478850000007 116.06000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 9 22 11 12 -5 -11 -13 15 -15 17 19 -19 20 -16 -22 -9 24 25 -7 -27 -28 -29 -24
right_child=1 2 3 5 -6 23 -8 8 -10 10 -12 13 -14 14 16 -17 -18 18 -20 -21 21 -23 29 -25 -26 26 27 28 -30 -31
leaf_value=-27.764877681268025 -88.891723791789261 -12.509192448420318 36248.836368705131 8950.6260902753638 -60.655729535812206 24821.742102847427 1423.2393001324781 12448.468354009274 -189.24034552129714 -18102.618439742826 -10367.36057722318 -48190.713337053574 26535.41245322191 -14414.357753906252 -32786.862533476859 136269.67662537456 11004.820584237003 47318.822830570978 194801.74994419643 39944.079821158746 112153.68963341345 -5426.0894515108475 126650.1003679242 -896.88356410638426 1646.6249470847165 47509.657201792899 -5259.5187557697573 157575.95721153845 3284.2393462558962 10169.153472222222
leaf_weight=1938624 1205954 853742 222 4877 223088 1494 19520 91 5064 209 1189 56 655 40 132 73 1496 107 49 592 52 121 57 40913 17716 206 1719 26 53 27
leaf_count=1938624 1205954 853742 222 4877 223088 1494 19520 91 5064 209 1189 56 655 40 132 73 1496 107 49 592 52 121 57 40913 17716 206 1719 26 53 27
internal_value=0 22.6202 137.208 536.839 -24.5592 1835.51 4144.82 7713.39 1463.66 11107.1 618.829 13942.2 15737.6 22898.6 24394.1 82930.2 21799.2 37134.7 93643.6 27307.1 2778.92 29915.8 49293.9 556.57 3359.68 12035.6 2503.45 -2652.99 54063.8 89209.8
internal_weight=0 2.37954e+06 1.17359e+06 319844 223310 96534 34407 14887 5239 9648 2053 7595 864 2718 2662 113 2549 1053 156 897 305 173 175 62127 21214 3498 2004 1798 79 84
internal_count=4318164 2379540 1173586 319844 223310 96534 34407 14887 5239 9648 2053 7595 864 2718 2662 113 2549 1053 156 897 305 173 175 62127 21214 3498 2004 1798 79 84
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=31
num_cat=0
split_feature=0 0 3 1 1 5 3 2 6 4 1 3 5 1 3 5 5 5 6 1 5 3 2 1 4 3 1 5 5 1
split_gain=3.16696e+11 1.12222e+13 2.26171e+13 2.38284e+13 3.68938e+13 2.01266e+13 1.44344e+13 3.10137e+13 1.59376e+13 1.3074e+13 1.21262e+13 3.43701e+13 3.48121e+13 2.17885e+13 3.03112e+13 3.41598e+13 3.49417e+13 1.44249e+13 1.42497e+13 7.69388e+13 1.77569e+13 1.33595e+13 1.35517e+13 1.20538e+13 2.37717e+13 2.20234e+13 1.22701e+13 1.17875e+13 2.70145e+13 1.16755e+13
threshold=55.002082750000007 54.99493995000001 9.5000000000000018 82.784560750000011 65.659480050000013 71.715000000000018 15.500000000000002 4.5000000000000009 1.5000000000000002 2.5000000000000004 82.95335685000002 16.500000000000004 51.815000000000005 82.945329900000004 23.500000000000004 114.05000000000001 65.905000000000015 84.030000000000015 1.5000000000000002 82.907204800000002 45.305000000000007 16.500000000000004 10.500000000000002 82.966612450000014 2.5000000000000004 7.5000000000000009 82.902675200000019 104.75000000000001 96.015000000000015 83.011163250000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -4 9 -9 13 12 -12 18 15 16 -15 29 19 -8 -21 -18 -23 24 25 -5 -26 28 -19 -13
right_child=-2 2 6 23 5 -7 10 8 -10 -11 11 17 -14 14 -16 -17 21 27 -20 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=8.4345010441360948 -21.147236277242722 -25494.81019991143 1257.5857958001991 -17467.665424687028 26638.109929807673 -39848.557294323982 -5016.2439143000429 29120.218861702699 14659.367989858159 78709.807367788468 9198.986372514204 4674.9526183849348 191489.10175292971 -6045.8828424329504 32499.529738300032 2985.2441935601637 -41828.176996700699 17301.635688231308 -43.088394758405748 52710.097792658737 130473.1746875 -61345.373006742302 -141180.5246875 -4068.3136550803838 -9437.5479736328125 29183.873058409205 -61483.880501197084 -11060.413159839527 92072.79597325479 -19590.510506574275
leaf_weight=1619426 2682478 215 2013 498 643 49 333 292 1513 65 22 3869 20 261 130 428 251 219 2073 63 55 73 30 2454 64 127 155 74 62 209
leaf_count=1619426 2682478 215 2013 498 643 49 333 292 1513 65 22 3869 20 261 130 428 251 219 2073 63 55 73 30 2454 64 127 155 74 62 209
internal_value=0 34.6809 2648.71 -3666.08 10688.4 21930.2 4851.41 9871.33 19143.8 38149.1 2466.15 5967.43 96003.8 -1771.93 -13033.1 -18708.3 -33805.7 5114.39 3461.58 19570.6 88955.6 -54272.6 -84598.3 -7613.76 -17922.5 -7988.07 -46274 24448.2 33799.2 3431.33
internal_weight=0 1.63569e+06 16260 4205 907 692 12055 3883 1870 357 8172 4475 42 3697 1173 1043 615 4433 2524 451 118 354 103 3298 844 625 219 355 281 4078
internal_count=4318164 1635686 16260 4205 907 692 12055 3883 1870 357 8172 4475 42 3697 1173 1043 615 4433 2524 451 118 354 103 3298 844 625 219 355 281 4078
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=31
num_cat=0
split_feature=0 0 6 3 5 5 3 4 2 2 1 3 3 5 5 1 1 5 5 2 1 2 5 5 4 5 5 4 5 5
split_gain=3.02652e+11 1.16383e+13 1.82347e+13 3.71679e+13 2.39482e+13 9.59792e+13 3.35349e+13 2.34555e+13 2.80116e+13 3.65957e+13 2.05138e+13 2.03874e+13 2.3894e+13 6.11302e+13 2.80354e+13 5.2435e+13 1.85892e+13 1.85777e+13 1.83827e+13 1.80224e+13 1.63616e+13 1.51534e+13 1.73744e+13 1.98272e+13 9.58757e+13 1.76581e+13 1.52636e+13 1.50788e+13 1.40479e+13 5.5023e+13
threshold=57.157092150000004 57.147575200000006 1.5000000000000002 23.500000000000004 116.06000000000002 114.05000000000001 6.5000000000000009 3.5000000000000004 8.5000000000000018 3.5000000000000004 65.551978750000004 17.500000000000004 8.5000000000000018 95.020000000000024 90.015000000000015 65.565203050000022 65.551978750000004 123.15000000000002 132.05000000000004 5.5000000000000009 65.610478850000007 7.5000000000000009 67.990000000000023 53.995000000000012 1.5000000000000002 78.710000000000022 80.00500000000001 3.5000000000000004 109.05000000000001 105.35000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 5 11 18 10 9 -9 -8 12 13 -4 21 28 -3 -12 -6 -5 -18 -14 23 -23 -25 -24 -27 -17 29 -16
right_child=-2 2 3 19 6 -7 7 8 -10 -11 17 -13 14 -15 15 27 20 -19 -20 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.68238457412528741 63.353028167947507 -11113.943068791157 -5575.3719743462188 -26133.371665375809 -97829.845141601574 -156971.66441406248 66324.894457368704 -33066.277369115262 -72540.331013569084 54705.886693548389 -62108.748148148152 -22413.371946669668 4238.7193672694757 -97438.020110094221 57302.583357747404 4886.1266272951279 15734.699396729866 45799.397532614683 -4757.3877652607271 60375.713220730635 -12942.625322203425 -3731.8282103547535 28515.335271275941 -174041.89350228661 -14509.44580844353 -73115.863916015631 1850.342219328704 -46560.445041666673 119712.18599759616 -79021.100887784094
leaf_weight=3660253 641961 3708 3436 29 32 40 191 77 38 124 27 458 3866 74 288 237 543 39 63 142 314 1163 253 41 464 34 135 75 26 33
leaf_count=3660253 641961 3708 3436 29 32 40 191 77 38 124 27 458 3866 74 288 237 543 39 63 142 314 1163 253 41 464 34 135 75 26 33
internal_value=0 -11.0631 -2706.45 -565.422 -1270.98 -2360.98 18321.4 28746.3 6196.21 21081.7 49717.1 -1776.61 -843.115 -7512.08 2695.52 22267 -8046.12 1655.16 -36108.1 45704.6 5227.49 530.038 -6330.13 -10916.2 -27461.6 11796.8 -13231.6 -7480.84 49014.3 43288
internal_weight=0 3.6762e+06 15950 11385 11214 10623 591 496 239 201 257 10583 10125 3510 6615 659 4565 66 95 171 857 5956 2090 1668 505 422 169 312 347 321
internal_count=4318164 3676203 15950 11385 11214 10623 591 496 239 201 257 10583 10125 3510 6615 659 4565 66 95 171 857 5956 2090 1668 505 422 169 312 347 321
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=31
num_cat=0
split_feature=0 3 3 6 0 1 1 3 5 5 1 0 2 5 4 5 3 2 0 2 1 0 5 1 0 1 0 0 5 4
split_gain=3.02349e+11 3.32639e+12 2.1217e+13 2.54086e+13 3.21043e+13 3.9442e+13 3.25496e+13 4.04131e+13 4.25374e+13 3.8965e+13 3.84244e+13 3.05273e+13 3.09889e+13 4.38032e+13 7.46287e+13 3.7933e+13 3.30886e+13 3.00003e+13 2.79908e+13 2.53014e+13 2.50544e+13 3.19226e+13 3.43318e+13 3.0917e+13 4.59244e+13 7.64864e+13 6.98505e+13 5.47014e+13 1.01997e+14 6.68318e+13
threshold=56.838612000000005 16.500000000000004 13.500000000000002 1.5000000000000002 60.052595500000002 30.278357500000002 30.315880100000005 14.500000000000002 40.205000000000005 102.01000000000001 30.226173900000003 59.963407450000012 10.500000000000002 65.905000000000015 2.5000000000000004 67.520000000000024 15.500000000000002 8.5000000000000018 59.950068600000009 3.5000000000000004 30.346469350000003 60.003414000000006 118.33500000000002 30.243224600000001 59.916647550000008 30.278357500000002 59.963407450000012 59.846652800000008 66.990000000000023 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 18 -9 10 -10 12 13 14 19 -15 -14 -17 -4 -12 21 23 -23 -5 27 -26 -27 28 -25 -30
right_child=1 -3 3 20 5 -7 -8 8 9 -11 11 -13 16 15 -16 17 -18 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-12.805308690873995 185.91194328747665 395.89903105971086 12586.94815159389 3012.2650111867006 25315.241911801175 -1423.5299380300703 -3004.1381882282044 -4278.5314158600295 -13895.371965100065 72057.471728515622 -9495.7427260178792 368.38124258306965 37104.375263020833 -204298.24437500001 121137.59209735578 -58756.441302955762 -39466.262595942986 -173894.65694754466 -19921.77682800293 -65475.223548411537 -1185.7761350757339 -2630.7574657875793 -75467.720507812497 -7396.7921513536248 45189.584155585108 -59059.037171159325 8906.3485867703639 39254.509348040032 216663.26213235297 37035.333026238208
leaf_weight=3498781 515192 211835 945 5205 827 1657 29172 1573 1063 40 104 158 75 30 26 118 228 28 368 361 44243 3319 66 720 235 277 333 1098 34 53
leaf_count=3498781 515192 211835 945 5205 827 1657 29172 1573 1063 40 104 158 75 30 26 118 228 28 368 361 44243 3319 66 720 235 277 333 1098 34 53
internal_value=0 54.6789 -64.295 -1460.03 -3499.25 7478.63 -4294.52 -11651 -16872.2 -25751.5 -27537.1 -40392.8 -47032.2 -59079.2 -43736.3 -101882 -20513.1 -80837.7 3475.59 -52955.1 -110.908 4082.69 -4050.92 7543.69 16120.4 -3282.82 -21956.6 24727.1 4961.26 107235
internal_weight=0 819383 607548 92356 36773 2484 34289 5117 3804 2231 2191 1128 970 667 491 176 303 146 1313 465 55583 11340 3385 7955 2750 845 610 1905 807 87
internal_count=4318164 819383 607548 92356 36773 2484 34289 5117 3804 2231 2191 1128 970 667 491 176 303 146 1313 465 55583 11340 3385 7955 2750 845 610 1905 807 87
is_linear=0
shrinkage=0.1


Tree=4844
num_leaves=31
num_cat=0
split_feature=3 1 1 0 0 1 3 1 3 5 3 3 0 5 5 3 2 5 5 5 6 3 2 5 5 0 3 2 3 2
split_gain=3.00298e+11 4.44719e+12 7.63157e+12 3.40597e+13 6.19957e+13 4.41338e+13 2.76948e+13 2.67499e+13 3.17262e+13 2.62337e+13 2.4635e+13 2.14961e+13 2.30435e+13 2.05713e+13 1.89229e+13 1.70052e+13 2.62098e+13 2.11838e+13 3.89098e+13 1.40264e+13 1.49033e+13 1.41401e+13 1.37619e+13 2.01776e+13 1.75063e+13 1.36289e+13 1.31293e+13 1.25725e+13 1.20263e+13 1.4323e+13
threshold=19.500000000000004 60.611165000000007 60.55755580000001 56.782419000000012 56.831297550000009 60.58031445000001 29.500000000000004 60.58031445000001 25.500000000000004 42.605000000000011 25.500000000000004 33.500000000000007 56.852744000000008 68.00500000000001 64.805000000000021 22.500000000000004 2.5000000000000004 132.05000000000004 142.05000000000004 120.05000000000001 1.5000000000000002 28.500000000000004 11.500000000000002 112.04500000000002 103.45000000000002 56.863241500000008 24.500000000000004 2.5000000000000004 29.500000000000004 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 14 5 10 15 11 9 -9 13 12 27 -5 -4 16 -7 -17 -19 20 21 -10 23 25 -24 -11 -26 -6 29 -23
right_child=1 -3 3 4 7 6 -8 8 19 22 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 28 24 -25 26 -27 -28 -29 -30 -31
leaf_value=9.6250168076826039 -7.3965992038264803 -741.45248135552674 -5736.1874840755299 3166.9073968740613 -16215.742790421195 125942.91787373312 4196.8547637170104 2121.1004775610586 21532.399047368119 -32166.09306837395 52184.964578419815 -6384.787756860288 -10487.716227439782 -39717.383002566508 -35716.097384440101 23970.193029629489 36552.55857110997 -138700.80287024457 23106.31595982143 -72843.585224184775 -15203.66839765489 -44811.15367408609 -13359.440695824955 -109715.81148576409 108579.65776599702 -3907.1608329539736 -784.07190896739132 38593.926343579129 7366.964840038936 13227.97265625
leaf_weight=3810546 414498 83057 706 208 46 37 833 855 606 670 53 381 154 242 300 1784 289 23 42 23 287 106 808 29 21 229 23 464 773 71
leaf_count=3810546 414498 83057 706 208 46 37 833 855 606 670 53 381 154 242 300 1784 289 23 42 23 287 106 808 29 21 229 23 464 773 71
internal_value=0 -72.2523 58.6635 2779.7 4718.64 15117 19701.7 -1864.22 -5210.59 -12275.7 -12300.4 12549.2 23413.5 -19895.3 -14676.5 25639.9 46698.1 21927.1 -34148.5 4766.16 5734.7 9596.72 -19191.1 -27616.1 -10014.4 -24967.8 51412.3 33650.3 1983.02 -21529.9
internal_weight=0 507618 424561 10063 9057 3511 3008 5546 4501 2635 503 1045 664 450 1006 2175 326 1849 65 1866 1843 1556 1780 928 852 899 44 510 950 177
internal_count=4318164 507618 424561 10063 9057 3511 3008 5546 4501 2635 503 1045 664 450 1006 2175 326 1849 65 1866 1843 1556 1780 928 852 899 44 510 950 177
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=31
num_cat=0
split_feature=4 5 1 0 0 1 1 2 1 0 1 0 3 1 3 6 5 3 5 1 5 0 1 2 5 5 3 5 5 0
split_gain=2.896e+11 2.83716e+12 2.68523e+12 7.69225e+12 4.48663e+12 5.64609e+12 5.07656e+12 4.12458e+12 2.96609e+12 2.6076e+12 2.52317e+12 2.74353e+12 2.49166e+12 3.99209e+12 7.39219e+12 4.257e+12 2.24743e+12 8.47601e+12 1.15675e+13 7.84537e+12 6.71456e+12 6.06394e+12 1.06065e+13 1.27679e+13 1.21382e+13 1.45316e+13 2.43696e+13 1.25768e+13 1.66552e+13 1.35779e+13
threshold=1.0000000180025095e-35 13.050000000000002 37.597123000000003 55.784980300000008 55.784980300000008 37.620907050000007 37.889331900000009 1.5000000000000002 37.582182450000005 55.820531900000013 37.542000650000013 55.645049100000001 36.500000000000007 37.620907050000007 37.500000000000007 1.5000000000000002 63.005000000000003 4.5000000000000009 128.92000000000004 30.410108300000001 63.145000000000003 54.864040150000001 45.148007750000012 4.5000000000000009 120.05000000000001 142.05000000000004 9.5000000000000018 81.00500000000001 72.705000000000013 43.514103700000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -4 -6 8 -5 -10 11 -1 16 15 -15 -14 -3 18 19 -18 -19 22 23 -22 27 -26 -27 28 -25 -29
right_child=-2 12 4 7 6 -7 -8 -9 9 -11 -12 -13 13 14 -16 -17 17 20 -20 -21 21 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-22728.262709077877 -6.3413664065831492 72.646984276278872 16129.005357837246 4015.5335222393064 -19193.657956533541 -860.19866345372543 1647.2330812409452 -15088.399363297685 57408.372916666667 8669.7206415591045 -23826.158562882883 -1074.9312625220516 -20094.54150390625 -80299.818136160728 -6709.5957481971163 34381.333849158655 71351.240608723965 21103.121139865452 -21185.60138578869 15926.448420469642 24109.258144873907 1152.2184269009256 -20711.114237193902 -23049.007647201121 89794.019187500002 75552.462723214281 -69283.527824519231 25045.171649639422 41539.554055059532 -55238.625954127958
leaf_weight=94 4073891 225349 221 282 259 1703 213 104 21 23 227 155 32 21 39 26 27 162 84 472 171 13850 357 109 25 21 26 26 63 111
leaf_count=94 4073891 225349 221 282 259 1703 213 104 21 23 227 155 32 21 39 26 27 162 84 472 171 13850 357 109 25 21 26 26 63 111
internal_value=0 105.759 -2805.62 -7443.09 -1052.05 1091.26 -9788.76 2251.55 7783.31 31931.4 -16200.9 -9249.28 145.653 -14382 -32466.2 4325.68 152.771 1317.36 13146.1 18925.4 855.182 632.933 -7279.17 1407.79 -8781.06 28195.6 -4569.57 -17397 608.431 -40002.3
internal_weight=0 244273 3302 906 2396 1924 472 430 326 44 476 249 240971 118 60 58 240853 15504 583 499 14921 14759 909 552 381 72 47 309 172 137
internal_count=4318164 244273 3302 906 2396 1924 472 430 326 44 476 249 240971 118 60 58 240853 15504 583 499 14921 14759 909 552 381 72 47 309 172 137
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=31
num_cat=0
split_feature=5 4 0 0 2 5 3 3 3 5 1 2 1 2 3 2 5 3 2 3 2 1 1 1 3 0 6 3 3 3
split_gain=2.79428e+11 9.28317e+12 1.21234e+13 1.16459e+13 1.233e+13 1.35878e+13 1.21668e+13 1.46414e+13 2.91845e+13 2.26209e+13 1.98818e+13 2.28129e+13 1.91321e+13 1.1148e+13 3.61329e+13 6.86401e+13 1.48933e+13 1.11133e+13 2.51488e+13 1.55328e+13 1.28104e+13 1.07341e+13 4.15269e+13 4.13344e+13 2.75398e+13 4.37479e+13 2.67647e+13 2.53884e+13 4.1802e+13 7.35536e+13
threshold=74.610000000000014 2.5000000000000004 45.067452850000002 45.059881250000011 15.500000000000002 107.05000000000001 4.5000000000000009 11.500000000000002 15.500000000000002 83.010000000000005 39.027779200000005 7.5000000000000009 39.003296000000006 3.5000000000000004 16.500000000000004 2.5000000000000004 78.710000000000022 24.500000000000004 10.500000000000002 25.500000000000004 22.500000000000004 37.832345550000007 38.096381250000007 37.767735350000002 14.500000000000002 55.806974650000008 1.5000000000000002 11.500000000000002 4.5000000000000009 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 5 6 -5 10 9 -9 11 -8 13 14 15 -10 -17 -2 -19 20 -20 23 27 -4 26 -26 -25 28 -23 -30
right_child=1 -3 21 4 -6 -7 7 8 12 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=9.7784306874033788 793.21049485813739 106.94805180222403 -383.85063638042288 -62947.447500000002 -21876.602428327289 -49651.195674402581 38378.681229448055 -73458.721052706067 187578.04034090909 23454.424662162164 -10752.29740600586 135519.36032366072 -45302.781054687504 24959.065790839966 -66015.031216325442 20399.670085144044 -87980.400316220243 -58132.553456101195 -20876.644459675856 61372.092881944453 54772.284825721152 -58933.948738820938 -2010.6285858379251 -61256.47320884146 103514.86928189473 -20842.588596754809 37901.204217303246 -25055.121421541531 132961.50778952206 -1372.4276997383006
leaf_weight=3762241 18174 471326 21888 20 112 34 177 69 22 37 68 28 48 668 58 32 21 105 161 36 26 76 40970 41 103 39 81 1249 51 203
leaf_count=3762241 18174 471326 21888 20 112 34 177 69 22 37 68 28 48 668 58 32 21 105 161 36 26 76 40970 41 103 39 81 1249 51 203
internal_value=0 -66.1761 -1030.72 1128.05 9942.23 12722 14421.3 15681.4 9843.28 -39630.5 36104.1 51646.7 16020.2 19695 -6744.01 39092.2 -22543.4 463.962 -17779.2 1221.23 -10358.6 -1694.56 -2623.94 90.553 39422.9 69360.4 4577.72 -18537.3 6131.68 25600.1
internal_weight=0 555923 84597 19896 1394 1282 1248 1228 955 106 273 205 849 801 133 75 53 18502 328 223 187 64701 42549 22152 264 142 122 1579 330 254
internal_count=4318164 555923 84597 19896 1394 1282 1248 1228 955 106 273 205 849 801 133 75 53 18502 328 223 187 64701 42549 22152 264 142 122 1579 330 254
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=31
num_cat=0
split_feature=3 5 1 5 5 1 1 5 0 4 0 5 2 5 3 3 3 3 5 2 5 0 0 5 1 2 5 5 3 4
split_gain=2.77735e+11 2.82882e+12 1.36012e+13 2.27219e+13 3.81999e+13 4.10243e+13 2.23681e+13 4.47787e+13 5.23612e+13 6.32095e+13 7.67025e+13 3.64993e+13 4.04811e+13 3.57981e+13 6.80809e+13 3.3937e+13 3.25559e+13 6.84393e+13 4.59985e+13 6.32227e+13 4.17588e+13 3.88254e+13 6.56307e+13 8.04547e+13 5.28546e+13 5.87686e+13 4.44566e+13 3.66176e+13 3.34614e+13 4.32987e+13
threshold=9.5000000000000018 69.015000000000015 30.323743050000001 72.705000000000013 73.010000000000005 30.315880100000005 30.362552800000003 83.010000000000005 59.882016200000002 2.5000000000000004 59.990816400000007 84.030000000000015 2.5000000000000004 79.010000000000005 4.5000000000000009 5.5000000000000009 8.5000000000000018 5.5000000000000009 123.15000000000002 4.5000000000000009 120.05000000000001 59.932719750000011 59.939091550000008 90.015000000000015 30.346469350000003 3.5000000000000004 85.020000000000024 150.04500000000004 6.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 15 10 -10 12 -9 -11 -15 -4 17 21 20 -20 28 26 23 -23 -25 -26 -13 -21 29 -19
right_child=-2 2 6 4 -6 -7 -8 11 9 13 -12 16 -14 14 -16 -17 -18 18 19 27 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=18.921526649195894 22.891077609610786 9933.4208161478746 -21345.473115494409 -16679.988598236912 1395.3274388990285 -107817.27306058114 -416.5061153680723 134701.70960365853 -43908.543615500712 1458.9006911463018 -213205.76316964289 -154173.0305059524 13488.619860930672 58135.8483004386 -63488.924338879449 36906.473459821427 21991.202725314113 -74049.8814625253 -42271.707709209739 120854.81824287282 -187088.85828125 217503.23007812502 6101.3865952472297 164178.79062500002 63391.44601033529 -90321.732782946143 -7025.1125590602942 -10271.139510569854 -13963.073286745486 63343.728125000001
leaf_weight=1683554 2379540 3113 169 370 19178 57 227027 41 605 695 28 21 84 57 239 245 485 278 104 57 20 32 784 28 72 38 921 34 263 25
leaf_count=1683554 2379540 3113 169 370 19178 57 227027 41 605 695 28 21 84 57 239 245 485 278 104 57 20 32 784 28 72 38 921 34 263 25
internal_value=0 -28.0974 -338.439 1996.88 736.67 -28845.9 -566.773 -6973.27 -18619.2 -26712.2 -51397.2 247.414 53246.5 -10944.7 -40067.9 13127.3 -1847.74 -6166.72 -31079.5 10991 -45079.1 4095.35 18315 74641.6 41514.2 10290.5 -10305.5 71862.7 -40061.1 -62713.8
internal_weight=0 1.93862e+06 255070 22718 19605 427 232352 5325 2038 1624 633 3287 125 991 296 414 3162 2677 781 195 586 1896 954 170 138 110 942 91 566 303
internal_count=4318164 1938624 255070 22718 19605 427 232352 5325 2038 1624 633 3287 125 991 296 414 3162 2677 781 195 586 1896 954 170 138 110 942 91 566 303
is_linear=0
shrinkage=0.1


Tree=4848
num_leaves=31
num_cat=0
split_feature=1 4 5 5 3 3 5 5 1 5 0 1 3 5 4 0 3 5 0 3 0 6 5 5 5 6 3 3 2 0
split_gain=3.97689e+11 3.54808e+12 2.09911e+13 1.90647e+13 1.41062e+13 3.32657e+13 1.58004e+13 4.78308e+13 2.51758e+13 1.32681e+13 1.88565e+13 1.65085e+13 4.71844e+13 5.90296e+13 3.65384e+13 2.9635e+13 2.64196e+13 2.95649e+13 2.53367e+13 4.64162e+13 3.56536e+13 4.4963e+13 4.20747e+13 3.45122e+13 3.1563e+13 5.22647e+13 2.65677e+13 2.4061e+13 2.61177e+13 2.51597e+13
threshold=30.305955500000003 1.5000000000000002 56.005000000000003 57.705000000000005 16.500000000000004 18.500000000000004 55.005000000000003 55.990000000000002 30.278357500000002 38.905000000000008 54.725565150000001 30.278357500000002 7.5000000000000009 44.905000000000008 1.0000000180025095e-35 59.846652800000008 4.5000000000000009 49.995000000000012 59.963407450000012 13.500000000000002 59.950068600000009 1.5000000000000002 53.005000000000003 42.605000000000011 50.410000000000004 1.5000000000000002 19.500000000000004 8.5000000000000018 2.5000000000000004 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 6 -6 8 -8 -1 -11 -12 13 -13 -15 -14 17 -16 19 20 21 22 -17 -23 25 -22 -21 28 -20 -29
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 11 12 15 14 16 18 -18 -19 27 26 24 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=403.51892570878249 6.2001824212763426 1264.0821008347898 -6908.3868793889142 -254.3834021266378 19195.562834589535 3810.8860157570925 48748.434924768517 -3390.8200148809528 178089.16626838237 3969.1446054874077 -4247.0721583675304 24507.280624112216 -27679.578690638169 62740.922741699222 -69334.586126077586 120369.07631993448 -70510.126340379909 71135.520917338712 37427.127903645836 -40089.484196671197 24092.928625 43889.692737630212 -46434.886250000003 -105405.73271484376 26621.81344209559 200597.49618566176 34195.440066135518 66633.859760680381 -75103.480855675909 8372.0408274281817
leaf_weight=44759 4145141 21917 4607 65884 752 6105 27 63 34 4063 22293 176 178 28 29 62 255 31 30 92 25 30 20 32 34 51 101 79 66 1200
leaf_count=44759 4145141 21917 4607 65884 752 6105 27 63 34 4063 22293 176 178 28 29 62 255 31 30 92 25 30 20 32 34 51 101 79 66 1200
internal_value=0 -148.539 241.237 -689.262 2511.01 6425.75 24649.2 57722.7 120840 -674.646 -2345.91 -3380 4293.5 -22573.3 -46731.3 11265.4 -56462.2 3241.64 15070.2 35752.4 63841.8 31096.5 79685.2 -33166 106709 142537 -1214.99 8346.55 -39937.7 11970.7
internal_weight=0 173023 99389 70491 28898 6981 876 124 61 73634 28875 24812 2519 519 343 2000 315 60 1822 447 254 144 82 62 110 76 193 1375 96 1279
internal_count=4318164 173023 99389 70491 28898 6981 876 124 61 73634 28875 24812 2519 519 343 2000 315 60 1822 447 254 144 82 62 110 76 193 1375 96 1279
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=31
num_cat=0
split_feature=1 4 4 5 5 0 4 0 0 0 0 5 1 5 0 1 0 0 0 5 1 3 3 5 0 3 3 3 1 1
split_gain=3.22128e+11 3.53948e+12 2.81126e+12 1.73157e+13 1.53498e+13 1.312e+13 1.32523e+13 1.27043e+13 3.58618e+13 2.56899e+13 3.64291e+13 2.16155e+13 2.03034e+13 1.92796e+13 1.76038e+13 1.44782e+13 1.16192e+13 3.83288e+13 2.76403e+13 5.65033e+13 3.766e+13 2.71864e+13 6.67066e+13 3.98615e+13 5.27489e+13 2.48155e+13 2.75265e+13 2.36361e+13 3.41479e+13 2.20182e+13
threshold=30.305955500000003 7.5000000000000009 1.5000000000000002 56.005000000000003 57.705000000000005 54.708501450000007 2.5000000000000004 59.963407450000012 60.017447350000005 59.916647550000008 59.896318000000008 57.405000000000008 30.226173900000003 56.505000000000003 59.990816400000007 30.278357500000002 59.990816400000007 59.950068600000009 60.003414000000006 55.730000000000011 30.243224600000001 12.500000000000002 13.500000000000002 52.020000000000003 59.982527000000012 15.500000000000002 12.500000000000002 8.5000000000000018 30.226173900000003 30.278357500000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 16 5 -5 7 9 12 10 15 -11 -9 14 -14 -7 17 -4 19 25 -21 23 -23 29 -25 26 -18 -26 -29 -19
right_child=-2 -3 3 4 -6 6 -8 8 -10 11 -12 -13 13 -15 -16 -17 18 21 -20 20 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=-607.18181337136184 5.5801642603524089 39092.589011548916 2179.0349305565919 19372.612029902139 -246.86391053906738 -8195.4423021589009 6110.9974524372146 -5615.726379257374 -8936.5003786821526 14039.305515171454 -126233.37265625001 102647.60809129284 -78923.606436011905 -77402.521741881981 39657.329908014115 60733.280812121979 8045.2681392828354 -39293.803175982313 2910.7221563703952 6869.0329798081339 137460.86688988094 -129532.69047475963 -18356.043467088613 46115.473837853213 14921.273968053747 27600.217726741761 -47905.519428853157 -8376.8560496794871 -116281.69240359042 -4551.1084312950325
leaf_weight=73634 4145141 23 17149 192 65863 1792 629 89 1340 246 26 31 21 179 31 31 601 357 8744 34 63 65 318 261 108 595 103 78 47 373
leaf_count=73634 4145141 23 17149 192 65863 1792 629 89 1340 246 26 31 21 179 31 31 601 357 8744 34 63 65 318 261 108 595 103 78 47 373
internal_value=0 -133.685 -138.9 208.115 -637.199 -6217.55 -7330.42 -9563.55 -16119.1 -4444.88 -8699.6 23955.8 -46196.5 -61831.5 -8231.13 -7023.31 2269.62 795.211 4996.84 18063.5 91686.4 -13972.2 -37224.1 -6696.45 15240.9 12565.9 -140.714 -19343.9 -48949.1 -21541.7
internal_weight=0 173023 173000 99366 70470 4607 4415 3786 1660 2126 1849 277 320 231 52 1823 28896 18756 10140 1396 97 1607 383 1224 494 1299 704 233 125 730
internal_count=4318164 173023 173000 99366 70470 4607 4415 3786 1660 2126 1849 277 320 231 52 1823 28896 18756 10140 1396 97 1607 383 1224 494 1299 704 233 125 730
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=31
num_cat=0
split_feature=0 1 1 0 5 1 5 3 5 3 5 0 1 0 3 5 3 5 3 3 3 5 5 3 5 2 4 3 5 4
split_gain=3.04692e+11 3.66259e+12 2.4301e+13 2.09882e+13 2.52404e+13 1.80909e+13 1.86964e+13 3.91868e+13 2.86345e+13 1.80687e+13 1.70596e+13 1.64926e+13 1.81125e+13 3.86041e+13 2.06605e+13 1.92134e+13 1.59496e+13 2.5263e+13 2.37186e+13 7.58143e+13 2.8552e+13 2.69933e+13 4.45281e+13 2.31446e+13 1.80084e+13 1.65145e+13 1.5384e+13 1.53016e+13 1.86958e+13 3.32507e+13
threshold=56.838612000000005 60.601268000000012 60.55755580000001 56.852744000000008 36.715000000000011 60.58031445000001 51.015000000000008 20.500000000000004 50.805000000000007 2.5000000000000004 46.405000000000008 56.895161300000005 60.611165000000007 56.863241500000008 8.5000000000000018 73.010000000000005 12.500000000000002 82.00500000000001 16.500000000000004 17.500000000000004 18.500000000000004 107.05000000000001 76.00500000000001 9.5000000000000018 76.730000000000018 2.5000000000000004 2.5000000000000004 28.500000000000004 99.555000000000021 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 10 -9 -6 -7 12 13 14 15 -3 17 24 26 -20 -21 22 -22 25 -8 -19 -18 28 -16 -30
right_child=1 11 3 4 9 6 16 8 -10 -11 -12 -13 -14 -15 27 -17 18 23 19 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-12.854815101598973 46.694431049265653 19304.348628963042 -1548.4119472249349 2213.7654376993169 15352.359834687608 -3629.1105691232988 22112.185601128473 6700.5527173913042 -137769.78750000001 -8718.6251007734136 54287.017196568078 120.32584280275813 1802.8519772509339 1539.111765911498 33723.153257213111 -24346.136018268327 50844.768675595238 -62705.390608723967 -138027.28675 142465.73159722224 4092.9832768278302 -17270.401993936568 141048.88637127544 -84662.317750726754 122135.60171875 36711.203877840911 142084.54093276517 7615.0033127105171 121037.1142944336 -1297.6470407196971
leaf_weight=3498781 640075 417 1980 3204 322 186 180 23 34 9889 70 144588 14991 2112 479 133 42 24 25 27 53 67 43 43 20 55 33 167 68 33
leaf_count=3498781 640075 417 1980 3204 322 186 180 23 34 9889 70 144588 14991 2112 479 133 42 24 25 27 53 67 43 43 20 55 33 167 68 33
internal_value=0 54.8903 -50.4625 -3860.98 -5529.79 3845.39 15391 -4488.76 -79474.7 -7959.56 12207.3 479.173 3299.01 9878.35 23457.7 8748.87 25558.3 10237.9 42569.2 25678.2 47218.4 31441.2 65437.8 -25625.4 32114.5 6508.69 90990.3 34287.5 41967.4 81066.4
internal_weight=0 819383 656395 16320 13415 2905 925 313 57 10211 256 162988 18400 3409 1297 550 612 322 290 215 190 163 96 122 200 79 75 747 580 101
internal_count=4318164 819383 656395 16320 13415 2905 925 313 57 10211 256 162988 18400 3409 1297 550 612 322 290 215 190 163 96 122 200 79 75 747 580 101
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 0 2 4 5 5 2 5 5 5 3 5 3 4 2 2 3 5 5 3 5 3 6 3 5
split_gain=2.79924e+11 5.94246e+12 7.35229e+12 6.42568e+12 9.81167e+12 6.66969e+12 7.8373e+12 7.72288e+12 6.03879e+12 1.24808e+13 1.76001e+13 2.37147e+13 3.78092e+13 1.19566e+13 1.58195e+13 6.36278e+12 6.26437e+12 5.96166e+12 5.59015e+12 6.45584e+12 5.95182e+12 6.17687e+12 1.80087e+13 6.26627e+12 9.55234e+12 5.9089e+12 5.40015e+12 2.06593e+13 1.29852e+13 1.58221e+13
threshold=92.815157350000007 56.009576300000013 56.093493200000005 52.485928400000006 2.5000000000000004 104.38035940000002 51.67657710000001 3.5000000000000004 4.5000000000000009 116.06000000000002 161.85000000000002 3.5000000000000004 132.05000000000004 177.02500000000003 128.92000000000004 1.5000000000000002 112.04500000000002 18.500000000000004 1.5000000000000002 11.500000000000002 10.500000000000002 6.5000000000000009 42.605000000000011 40.905000000000008 15.500000000000002 42.005000000000003 8.5000000000000018 1.5000000000000002 5.5000000000000009 59.810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 -2 9 15 11 -11 -13 14 -10 -8 17 18 20 26 21 22 -17 24 -23 -25 27 28 29 -20
right_child=1 2 -4 4 -6 -7 8 -9 13 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-4.1937297376596092 -34511.792804687502 2448.5813920668038 -135.24524707187501 8017.5640198835245 -1998.8781440140426 -322.39193082171732 -26387.416971072638 28655.882373046876 -11327.580598958333 -12855.301077586208 -13844.241414062502 28764.999834280305 193723.01341145835 32986.959795673079 -120716.79015625 1941.2271193176509 -43347.02642106681 -17651.226300184462 17032.171045684816 20426.842598872481 -11854.592443343234 10618.081925250037 -28234.546400915478 35175.80593970514 -14426.405198173365 9623.7242814977853 219.42302228568471 8496.615601041638 -97403.586523437509 -56104.380259232959
leaf_weight=4204104 100 20498 23799 1016 26112 33187 74 24 39 29 50 33 24 26 20 1536 29 135 64 273 363 408 227 124 243 335 1811 3402 24 55
leaf_count=4204104 100 20498 23799 1016 26112 33187 74 24 39 29 50 33 24 26 20 1536 29 135 64 273 363 408 227 124 243 335 1811 3402 24 55
internal_value=0 154.575 1060.4 -420.587 -1623.74 344.961 2689.1 -22285.8 3021.24 3265.35 33335.2 60765 98221 -23511.2 -48408.7 2816.1 3055.45 3204.96 3522.57 5426.54 210.622 1735.05 -1944.14 7578.66 1269.68 16526.7 4661.97 6931.49 -30303.3 -16770.4
internal_weight=0 114060 44297 69763 27128 42635 9448 124 9324 9239 136 86 57 85 59 9103 9029 9000 8865 5629 3236 2873 1763 1110 651 459 5356 3545 143 119
internal_count=4318164 114060 44297 69763 27128 42635 9448 124 9324 9239 136 86 57 85 59 9103 9029 9000 8865 5629 3236 2873 1763 1110 651 459 5356 3545 143 119
is_linear=0
shrinkage=0.1


Tree=4852
num_leaves=31
num_cat=0
split_feature=1 0 1 5 5 0 5 2 2 5 4 3 2 5 3 0 4 3 1 5 3 5 0 2 2 5 5 5 5 1
split_gain=2.85816e+11 8.55826e+12 2.21484e+13 3.61858e+13 2.54674e+13 1.99842e+13 1.62181e+13 1.45774e+13 2.41489e+13 1.70222e+13 2.04296e+13 3.53411e+13 2.08659e+13 3.63628e+13 2.08033e+13 1.77508e+13 1.77456e+13 1.69753e+13 1.595e+13 2.87223e+13 2.81047e+13 2.84507e+13 2.68977e+13 1.62871e+13 3.53757e+13 1.59575e+13 1.43788e+13 1.39653e+13 1.59185e+13 1.36436e+13
threshold=82.907204800000002 55.055104550000003 82.957885500000017 59.245000000000012 60.310000000000009 55.120365700000008 58.040000000000006 1.5000000000000002 7.5000000000000009 77.715000000000018 3.5000000000000004 8.5000000000000018 2.5000000000000004 109.05000000000001 6.5000000000000009 55.061033200000004 3.5000000000000004 8.5000000000000018 82.926290250000008 99.555000000000021 11.500000000000002 109.05000000000001 55.061033200000004 10.500000000000002 11.500000000000002 114.05000000000001 58.755000000000003 177.02500000000003 132.05000000000004 82.95335685000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 17 9 16 11 14 13 -13 15 -11 -9 -6 19 -10 22 -22 -21 -23 -25 -24 -8 28 -12 -7
right_child=1 2 -4 4 7 29 26 8 18 10 27 12 -14 -15 -16 -17 -18 -19 -20 20 21 23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=13.718874473416689 90.927107718769449 -527.31010382121258 -61.778931267902976 -20052.063774655417 30158.320087282937 -30518.656003511875 27571.046316893291 -4963.4919860013015 13675.493132188585 19659.225719246035 -977.48205618846953 1186.5108849597952 -18119.958116847829 135113.34959239131 -68703.524851098395 -38940.498396407231 -47941.673847468221 -1332.1664012267529 -5231.1680202298703 -149806.89707031249 -72130.408440667234 96345.805960648155 -55052.907892628202 -71208.904947916672 50775.819352678576 41379.735120738638 -1391.9813704139308 -60033.59352957589 58193.429900045965 -5727.6646236798624
leaf_weight=3362146 785960 24902 130368 1352 229 351 393 3248 1242 63 419 171 1285 23 202 288 99 678 3456 25 37 27 78 36 70 22 304 35 51 604
leaf_count=3362146 785960 24902 130368 1352 229 351 393 3248 1242 63 419 171 1285 23 202 288 99 678 3456 25 37 27 78 36 70 22 304 35 51 604
internal_value=0 -48.2469 -691.47 -2759.79 -7052.8 -636.076 -106.208 -5561.37 -6577.02 -10917.5 -17095.4 -21568.9 -13504.8 17064.4 -43136.4 -28422.6 -6234.73 6618.57 -1461.97 7013.22 -21036.1 5431.17 -57031.6 27008.4 9347.05 -33837.7 14938.7 905.196 5443.19 -14839.3
internal_weight=0 956018 170058 39690 13136 26554 25599 11784 10877 5884 2537 2032 1479 194 553 351 3347 907 4993 1537 295 170 125 133 106 100 697 505 470 955
internal_count=4318164 956018 170058 39690 13136 26554 25599 11784 10877 5884 2537 2032 1479 194 553 351 3347 907 4993 1537 295 170 125 133 106 100 697 505 470 955
is_linear=0
shrinkage=0.1


Tree=4853
num_leaves=31
num_cat=0
split_feature=1 4 0 3 0 6 1 1 3 5 5 0 0 3 4 5 5 4 5 4 3 5 1 3 5 4 4 5 5 3
split_gain=2.80989e+11 2.86693e+12 2.78368e+12 1.09541e+13 1.53933e+13 3.47428e+13 5.09393e+13 3.37479e+13 2.17565e+13 1.85645e+13 2.65915e+13 3.39232e+13 3.93591e+13 2.61401e+13 2.53083e+13 3.63222e+13 2.1126e+13 5.88176e+13 3.13238e+13 2.35147e+13 2.02339e+13 1.94015e+13 1.80736e+13 1.80111e+13 1.79302e+13 4.13626e+13 1.77917e+13 2.34337e+13 2.30867e+13 1.71652e+13
threshold=30.305955500000003 7.5000000000000009 60.029906750000002 14.500000000000002 60.063729500000008 1.5000000000000002 30.207352000000004 30.226173900000003 3.5000000000000004 37.505000000000003 54.035000000000004 60.042666650000008 60.035045000000004 12.500000000000002 1.5000000000000002 43.205000000000005 62.995000000000012 2.5000000000000004 60.005000000000003 2.5000000000000004 12.500000000000002 80.00500000000001 30.278357500000002 13.500000000000002 110.05000000000001 1.5000000000000002 2.5000000000000004 87.00500000000001 79.730000000000018 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 -4 -7 23 11 12 14 26 29 -16 18 -18 -15 -20 -17 -19 24 -9 25 -8 -12 28 -28 -11
right_child=-2 -3 3 -5 -6 6 22 9 -10 10 13 -13 -14 16 15 20 17 21 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-331.19174684137772 5.2116793100470442 35178.484527853259 -21153.310476485316 -832.61229823960082 -885.00421956469825 94746.088458806829 26046.63723173887 -8874.2225478379623 -6081.0561072119017 7313.4592308407737 1456.7288318908295 -10638.682725157283 109578.10414994674 -12537.603734785818 -1027.4476660156249 167937.34700969828 84324.145543981489 2801.4695016299979 -112456.5346927966 3264.7259843749998 67951.370907182849 -52432.707784335587 13691.744128051285 16219.890637275805 -4663.0237029351129 76149.684374206045 43500.862298973574 10438.110929961624 155888.7290922619 37333.866098436069
leaf_weight=138103 4145141 23 582 20315 6457 22 499 1472 786 630 612 303 55 561 60 29 81 272 59 25 67 83 516 355 90 246 141 285 21 273
leaf_count=138103 4145141 23 582 20315 6457 22 499 1472 786 630 612 303 55 561 60 29 81 272 59 25 67 83 516 355 90 246 141 285 21 273
internal_value=0 -124.857 -129.551 668.433 2759.62 5656.04 16526.2 1722.3 -3335.76 4195.11 8403.51 19029.1 27098.5 1367.8 22814.8 60008.2 -9571.3 7431.97 -21065 -78015.7 98155.5 -10112.4 28405.2 -3998.25 37497.5 42590.7 12534.1 27700.6 58069.7 16389.4
internal_weight=0 173023 173000 34897 14582 8125 2159 5966 808 5384 3557 1417 1114 2140 1059 156 1081 436 645 84 96 355 1351 1827 835 745 1059 447 162 903
internal_count=4318164 173023 173000 34897 14582 8125 2159 5966 808 5384 3557 1417 1114 2140 1059 156 1081 436 645 84 96 355 1351 1827 835 745 1059 447 162 903
is_linear=0
shrinkage=0.1


Tree=4854
num_leaves=31
num_cat=0
split_feature=0 1 4 1 0 3 6 3 6 5 3 1 5 3 6 0 1 3 1 5 5 3 2 5 5 3 5 5 2 5
split_gain=3.03009e+11 4.62451e+12 1.31154e+13 1.14472e+13 5.48568e+13 6.24543e+13 1.56825e+14 2.40397e+14 8.00913e+13 6.89174e+13 4.23861e+13 3.34127e+13 3.48222e+13 2.90039e+13 2.75542e+13 4.5541e+13 4.03742e+13 7.40663e+13 3.76558e+13 2.42387e+13 2.27128e+13 2.25983e+13 2.17642e+13 2.16824e+13 2.3363e+13 2.04225e+13 1.83447e+13 1.8956e+13 1.63547e+13 1.58628e+13
threshold=60.035045000000004 30.362552800000003 5.5000000000000009 30.278357500000002 60.042666650000008 19.500000000000004 1.5000000000000002 11.500000000000002 1.5000000000000002 61.020000000000003 12.500000000000002 30.332994000000003 48.510000000000012 5.5000000000000009 1.5000000000000002 60.063729500000008 30.332994000000003 14.500000000000002 30.305955500000003 88.015000000000015 35.005000000000003 4.5000000000000009 5.5000000000000009 61.020000000000003 53.995000000000012 23.500000000000004 116.06000000000002 89.00500000000001 8.5000000000000018 41.365000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -7 -9 23 -13 19 15 16 18 22 20 21 -15 -6 -18 24 -8 -17 27 -10 -12 -16
right_child=1 -3 -4 4 13 8 11 10 26 -11 28 12 -14 14 29 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4730725854637869 183.29652900105341 246.27453044984475 79841.649609375003 -131183.76469254034 -24238.949018887211 -82227.573317307688 -5915.3525530969309 306484.97899999999 8071.7124267578129 -292412.79002403846 94320.611226851863 -14498.342756205393 -55118.751042570388 -6463.0157440625708 -2918.9280003308895 -33507.856332504169 158572.25875756051 -20325.562223355879 -95029.51876156457 28254.183480060638 -51567.371998488561 -86069.970322916677 38050.016056034481 22352.451863281254 -85726.597805851081 6525.8823283216698 66082.45753906251 -104594.75770089286 210472.5973721591 5930.9204544712875
leaf_weight=4198450 22725 84262 20 31 279 39 167 25 32 26 27 399 448 208 3327 143 31 335 114 67 241 75 29 200 47 1170 20 28 22 5177
leaf_count=4198450 22725 84262 20 31 279 39 167 25 32 26 27 399 448 208 3327 143 31 335 114 67 241 75 29 200 47 1170 20 28 22 5177
internal_value=0 -156.874 -1115.07 -1160.77 -3564.48 -21449.6 -14825.8 102595 -83850.5 -166302 200529 -24603.1 -35983.5 -1150.72 -144.642 -9930.26 -26508.6 -1999.68 -43704.1 -26900 -30672.7 -37338.7 100320 -1320.11 -23444 2165.77 -16858.9 -44506 146470 2468.61
internal_weight=0 119714 35452 35432 12707 1511 1366 105 145 65 74 1261 847 11196 10775 2271 958 395 563 421 449 354 60 414 214 1313 80 60 49 8504
internal_count=4318164 119714 35452 35432 12707 1511 1366 105 145 65 74 1261 847 11196 10775 2271 958 395 563 421 449 354 60 414 214 1313 80 60 49 8504
is_linear=0
shrinkage=0.1


Tree=4855
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 3 3 5 2 3 3 3 1 0 1 1 5 5 4 1 5 1 1 3 3 0 0 4 3 3
split_gain=2.7965e+11 3.64793e+12 3.3255e+13 2.66983e+13 2.15857e+13 1.88995e+13 2.36546e+13 1.84249e+13 1.86938e+13 1.80496e+13 1.83503e+13 1.62063e+13 1.45496e+13 1.9855e+13 1.38482e+13 1.80635e+13 1.24153e+13 1.22983e+13 1.31794e+13 1.18441e+13 4.08972e+13 2.19238e+13 2.13535e+13 1.87443e+13 2.70815e+13 1.34772e+13 1.27551e+13 1.16529e+13 1.13785e+13 1.33469e+13
threshold=56.852744000000008 60.601268000000012 60.55755580000001 56.895161300000005 56.876792350000009 16.500000000000004 15.500000000000002 78.010000000000005 13.500000000000002 24.500000000000004 9.5000000000000018 17.500000000000004 60.611165000000007 56.863241500000008 60.648383500000008 60.611165000000007 76.00500000000001 46.010000000000012 1.5000000000000002 61.880021000000006 87.395000000000024 60.611165000000007 60.837513500000007 7.5000000000000009 9.5000000000000018 57.265292900000006 57.157092150000004 2.5000000000000004 14.500000000000002 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 7 6 -6 -4 -9 10 14 -7 13 -11 15 17 -8 -3 -19 20 22 -22 26 -23 -25 -24 -5 -18 -12 -30
right_child=1 3 4 19 5 11 16 8 -10 12 28 -13 -14 -15 -16 -17 27 18 -20 -21 21 23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-12.162594553417685 52.681030924525821 -302.10796933302242 -8707.9945915534317 760.44104281808859 -1692.007288225941 42435.641157322301 -11686.031977285991 -38796.007165587776 10295.693843841553 27867.830810088592 19057.415924307075 5180.2677376830316 -10096.255292029822 -2070.6719712312001 11209.696560825074 -2453.5002823851291 -78987.232677283653 76960.701929820672 19376.21367445897 422.21059924949327 -108716.74448116988 -68960.281518554693 -12725.04753728487 43572.729119172647 -37599.396323939734 145.79673570664201 -23122.951885986331 -25438.697943180865 1919.8348122212426 17958.256893274909
leaf_weight=3515213 632636 335 3153 11612 7894 153 984 404 96 293 1519 493 1278 908 1681 3614 52 44 411 128780 39 80 2442 61 126 1220 228 186 1407 822
leaf_count=3515213 632636 335 3153 11612 7894 153 984 404 96 293 1519 493 1278 908 1681 3614 52 44 411 128780 39 80 2442 61 126 1220 228 186 1407 822
internal_value=0 53.2462 -51.7943 485.761 -4978.73 -2524.91 -3696.21 -11536.1 -29370.4 4956.01 6878.51 14003.9 -2669.59 5233.23 3488.12 540.813 -16643.2 14238.8 24944.8 105.109 -2478.17 -38680.9 -1763.55 -28451 -11120.8 -8437.11 300.524 -37138.4 12382.9 7834.41
internal_weight=0 802951 646051 156900 13415 9762 9116 3653 500 12312 9833 646 2479 1201 6085 4404 1222 790 455 144588 15808 306 15502 267 187 3662 11840 238 3748 2229
internal_count=4318164 802951 646051 156900 13415 9762 9116 3653 500 12312 9833 646 2479 1201 6085 4404 1222 790 455 144588 15808 306 15502 267 187 3662 11840 238 3748 2229
is_linear=0
shrinkage=0.1


Tree=4856
num_leaves=31
num_cat=0
split_feature=0 2 3 3 1 5 5 5 5 5 4 6 5 1 2 3 5 1 1 0 3 5 6 3 1 1 1 6 0 3
split_gain=2.80255e+11 4.08165e+12 6.86253e+12 9.5636e+12 1.53079e+13 9.87306e+12 8.00519e+12 1.80411e+13 2.26275e+13 1.67865e+13 1.59337e+13 1.27138e+13 1.16779e+13 1.29111e+13 9.19549e+12 1.22045e+13 8.57398e+12 7.29063e+12 1.95921e+13 2.95953e+13 5.64511e+13 4.00194e+13 2.24031e+13 4.1142e+13 2.58362e+13 2.19875e+13 1.92442e+13 2.53762e+13 1.84615e+13 1.73049e+13
threshold=60.035045000000004 10.500000000000002 22.500000000000004 18.500000000000004 30.425002000000003 86.810000000000016 81.910000000000011 52.710000000000008 51.815000000000005 54.410000000000004 1.5000000000000002 1.5000000000000002 78.010000000000005 30.410108300000001 3.5000000000000004 19.500000000000004 47.415000000000006 30.278357500000002 30.226173900000003 60.042666650000008 12.500000000000002 56.835000000000008 1.5000000000000002 13.500000000000002 30.243224600000001 30.259484550000003 30.323743050000001 1.5000000000000002 60.063729500000008 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 6 -6 7 8 16 -9 -10 -8 13 -11 15 -13 -5 18 -2 20 21 -20 23 25 -25 -21 27 -19 -24 -29
right_child=1 -3 -4 4 5 -7 11 9 10 12 -12 14 -14 -15 -16 -17 -18 26 19 22 -22 -23 28 24 -26 -27 -28 29 -30 -31
leaf_value=4.3018505739357087 -141.67037033237588 -1296.2692598444235 2666.9381828116234 -6136.8614218775747 4161.5486241541212 -64892.342671130951 44831.901417451751 -73649.000772372165 104490.43825604839 -11729.424006421639 -6786.3385298295461 3316.2832933508835 -91573.020880681826 -62983.088142755689 10058.647200428357 -103494.65798828125 -34172.681415681756 -40006.962911691975 54898.328597445099 -56504.523089104732 9651.4957246624817 177533.80473214286 43712.464503076146 -57592.521153846152 27116.053518956556 -9111.6192460744605 20.746378226536294 -1108.061555690696 9273.9878342262709 -28504.749483735122
leaf_weight=4198450 6921 24694 9702 1612 1474 21 68 66 31 462 22 23 22 55 88 20 117 248 111 111 331 35 214 39 469 829 69706 1375 571 277
leaf_count=4198450 6921 24694 9702 1612 1474 21 68 66 31 462 22 23 22 55 88 20 117 248 111 111 331 35 214 39 469 829 69706 1375 571 277
internal_value=0 -150.869 146.8 -139.779 -4863.5 3191.56 -9520.23 -11126.7 -6061.12 -26047.1 58300.1 9749.3 -20218.3 -17181.9 -8461.51 -46363.2 -8034.02 97.5204 2680.64 9888.47 32499 84297.2 5058.53 -2316.45 20612.8 -14708 -249.909 -10179.5 18662.3 -5701.82
internal_weight=0 119714 95020 85318 4081 1495 2586 2387 1782 605 53 199 539 517 131 43 1729 81237 9631 2710 477 146 2233 1448 508 940 71606 1900 785 1652
internal_count=4318164 119714 95020 85318 4081 1495 2586 2387 1782 605 53 199 539 517 131 43 1729 81237 9631 2710 477 146 2233 1448 508 940 71606 1900 785 1652
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=31
num_cat=0
split_feature=0 2 1 5 6 3 3 3 5 1 5 5 2 2 3 0 1 1 3 4 5 2 5 3 3 2 1 1 3 1
split_gain=2.67663e+11 1.14116e+12 5.24921e+12 1.58656e+12 1.17905e+12 4.85747e+12 3.23816e+12 1.00904e+13 6.50194e+12 5.31409e+12 3.69195e+12 3.65725e+12 8.48702e+12 4.17754e+12 5.51887e+12 3.44362e+12 3.12118e+12 3.97517e+12 4.84029e+12 3.69417e+12 2.8028e+12 2.75331e+12 3.55074e+12 2.31596e+12 6.75857e+12 6.42516e+12 5.34407e+12 4.44463e+12 4.3582e+12 9.59278e+12
threshold=61.785186750000001 15.500000000000002 40.247294600000011 72.705000000000013 1.5000000000000002 16.500000000000004 4.5000000000000009 3.5000000000000004 62.385000000000012 56.249874400000003 57.405000000000008 83.010000000000005 8.5000000000000018 3.5000000000000004 17.500000000000004 63.563300600000012 39.767857750000005 34.359746700000009 15.500000000000002 1.5000000000000002 41.995000000000012 11.500000000000002 70.50500000000001 8.5000000000000018 7.5000000000000009 3.5000000000000004 39.787929450000007 40.247294600000011 9.5000000000000018 40.247294600000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 21 7 8 9 20 -9 16 13 15 -15 -13 17 18 -8 -19 -2 -6 -23 24 25 -18 -25 -27 29 -28
right_child=1 2 3 -5 5 -7 11 10 -10 -11 -12 12 -14 14 -16 -17 23 19 -20 -21 -22 22 -24 26 -26 27 28 -29 -30 -31
leaf_value=2.0715648900153916 -16812.804960937501 50785.665706380212 10862.948378906251 -22550.621600115745 -422.13588194546838 -34115.234146756906 -1833.1824797227648 20259.434849416473 25761.234684952447 14516.771116638185 56243.832879083806 22954.761755952382 30944.49225260417 -69520.321781198596 -4622.1678222656255 -33658.826171875 -25949.358819901317 66750.252049116651 37025.61669921875 15259.28572162829 -56518.918432617189 -4595.2105782645094 -49313.531445312503 -38901.410615498309 26699.143212864765 28922.236722005211 15432.759860631661 -20577.707087590145 2831.4391022371228 -16065.553054604014
leaf_weight=4288474 40 24 30 27 26774 43 180 81 46 32 44 21 30 38 20 22 76 22 39 38 32 56 26 37 118 60 129 26 1193 386
leaf_count=4288474 40 24 30 27 26774 43 180 81 46 32 44 21 30 38 20 22 76 22 39 38 32 56 26 37 118 60 129 26 1193 386
internal_value=0 -299.22 11554 -4964.53 -331.647 -531.942 1656.45 11942.5 -5543.76 -19390.2 32925.9 494.784 -15758.2 -29630.3 -47141.6 -6010.33 1418.89 11334.7 5086.88 34139.3 -34460 -478.171 -18774.2 52.7104 8495.22 -4764.43 -1301.96 13957.1 -487.454 -8175.68
internal_weight=0 29690 81 57 29609 26899 2710 275 150 104 125 2435 131 101 58 43 2304 279 219 60 72 26856 82 2025 280 162 1745 86 1708 515
internal_count=4318164 29690 81 57 29609 26899 2710 275 150 104 125 2435 131 101 58 43 2304 279 219 60 72 26856 82 2025 280 162 1745 86 1708 515
is_linear=0
shrinkage=0.1


Tree=4858
num_leaves=31
num_cat=0
split_feature=5 0 3 5 3 2 5 0 3 1 5 6 3 3 5 5 1 2 0 5 3 3 2 2 3 5 0 2 4 1
split_gain=2.63734e+11 2.16796e+12 2.71888e+12 1.24014e+13 1.01999e+13 4.98626e+12 8.24959e+12 5.63646e+12 3.52661e+12 1.11017e+13 6.26566e+12 3.94539e+12 2.88295e+12 4.22946e+12 2.95617e+12 2.74062e+12 4.15565e+12 2.70632e+12 4.35313e+12 2.97242e+12 1.60728e+13 1.11056e+13 1.20287e+13 6.9498e+12 1.719e+13 1.79697e+13 8.02075e+12 6.9515e+12 1.22655e+13 2.85778e+13
threshold=107.05000000000001 43.056445700000005 15.500000000000002 142.05000000000004 14.500000000000002 10.500000000000002 120.05000000000001 42.966471700000007 13.500000000000002 47.554129950000011 123.15000000000002 1.5000000000000002 2.5000000000000004 3.5000000000000004 132.05000000000004 120.05000000000001 47.282206100000003 11.500000000000002 42.966471700000007 132.05000000000004 12.500000000000002 11.500000000000002 10.500000000000002 8.5000000000000018 10.500000000000002 161.85000000000002 42.966471700000007 6.5000000000000009 3.5000000000000004 47.208373000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 6 7 -4 12 10 -10 -12 15 14 -14 -2 -17 19 -19 21 23 22 -15 27 25 -25 -26 -21 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 13 17 -16 16 -18 18 -20 20 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=3.5155708492877475 -40219.348203822548 -267.64466207204913 26335.440643601192 39754.337820512825 59413.851757812503 2036.9296280570652 -76990.963453584569 -41213.391165364592 -1121.6434775003572 36524.05127840909 -80043.473726851866 -26468.047488839286 7329.977998310811 11419.801373069757 47040.263468852798 34831.960302734376 -21233.836345653046 56718.457405598965 -5625.1489955357147 -5092.624756764998 59728.620114805643 -13161.822198726624 -60122.509309895839 -98840.128583757265 -27340.279261363637 6470.9650240384617 53346.432289341523 -10944.172143554688 -36552.650130208334 100237.99761904763
leaf_weight=4232515 28 82765 21 39 32 46 34 30 41 33 27 28 37 1131 38 20 39 24 21 647 41 254 24 43 22 26 28 64 24 42
leaf_count=4232515 28 82765 21 39 32 46 34 30 41 33 27 28 37 1131 38 20 39 24 21 647 41 254 24 43 22 26 28 64 24 42
internal_value=0 -173.729 2521.47 -9746.66 3289.92 -24483.6 -38835.9 -13399.2 2620.28 -13511.4 -30711.1 -52768.7 3435.4 4066.58 27449.9 -14455.4 -2228.48 3333.1 27624.8 2867.15 -1497.78 5769.87 9933.21 -4299.43 -26803.9 -59157.7 17844.3 -852.797 20248.5 50495.9
internal_weight=0 85649 2884 170 2714 131 85 51 2682 129 96 55 2553 2466 75 87 59 2391 45 2346 937 1409 1155 896 119 69 50 777 130 66
internal_count=4318164 85649 2884 170 2714 131 85 51 2682 129 96 55 2553 2466 75 87 59 2391 45 2346 937 1409 1155 896 119 69 50 777 130 66
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=31
num_cat=0
split_feature=5 4 0 5 0 1 1 1 1 1 1 0 0 3 2 1 2 0 0 0 1 1 4 1 3 1 5 3 5 5
split_gain=2.75531e+11 7.10785e+12 1.93647e+13 1.70769e+13 1.76105e+13 1.92677e+13 1.41148e+13 1.18836e+13 1.32017e+13 7.02798e+13 3.57406e+13 2.18465e+13 2.23031e+13 1.79451e+13 4.10089e+13 1.31962e+13 3.7053e+13 1.16196e+13 6.55901e+13 4.86494e+13 6.34835e+13 4.93714e+13 4.03366e+13 5.33936e+13 7.76147e+13 7.01075e+13 6.9209e+13 4.57137e+13 4.29411e+13 3.15051e+13
threshold=72.010000000000005 2.5000000000000004 45.067452850000002 74.010000000000005 45.005863250000004 37.214886200000009 37.792847950000002 43.574807850000006 39.726951800000002 39.739656000000004 39.899261850000009 43.592450450000008 43.642715500000008 7.5000000000000009 4.5000000000000009 38.096381250000007 6.5000000000000009 59.990816400000007 59.982527000000012 60.003414000000006 30.278357500000002 30.370618100000005 1.5000000000000002 30.315880100000005 19.500000000000004 30.226173900000003 77.00500000000001 13.500000000000002 79.010000000000005 77.715000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 11 -10 -11 -8 -13 14 -12 16 -14 18 -4 20 -19 -22 -20 25 29 26 27 -24 -28 -25
right_child=1 -3 17 -5 -6 6 7 -9 9 10 13 12 15 -15 -16 -17 -18 19 22 -21 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-10.411252075261727 72413.562171052312 215.13475995933609 -1360.6201477820648 771.73931973366268 16606.424165345266 -15267.490570212844 -76940.56480941773 -5307.2597151246791 174923.3933528646 -63706.701299426022 29967.684392755684 93391.866433189658 1578.7158600864032 4719.8597602844238 185493.15115327382 -14242.892092114827 120039.22385044099 -7878.3846588625402 -70125.076342773435 -2477.0194311919277 -98512.146187408638 67538.831171875005 220271.19378720238 12316.438004807693 184742.79480096727 113077.40061797126 -160876.67886904764 41589.861753472222 672.95559210526324 -69776.404633989718
leaf_weight=3691126 38 518726 80174 20210 1485 433 32 584 30 49 88 29 151 128 21 215 32 311 36 3531 171 20 21 130 21 157 21 45 76 73
leaf_count=3691126 38 518726 80174 20210 1485 433 32 584 30 49 88 29 151 128 21 215 32 311 36 3531 171 20 21 130 21 157 21 45 76 73
internal_value=0 61.2869 -675.518 1862.92 8515.36 1949.65 455.441 5465.03 13582.5 29312.4 14038.6 2753.13 8725.49 30112.5 59931.3 2556.33 22293.1 -1379.83 -1118.22 -6618.23 -35747 -81124.6 32389.1 39173.1 1727.94 65384.8 19447.7 98443 -34301.7 -17204.6
internal_weight=0 627038 108312 23525 3315 1830 1792 1359 775 316 286 459 427 237 109 398 183 84787 80754 4033 502 191 580 544 224 320 163 66 97 203
internal_count=4318164 627038 108312 23525 3315 1830 1792 1359 775 316 286 459 427 237 109 398 183 84787 80754 4033 502 191 580 544 224 320 163 66 97 203
is_linear=0
shrinkage=0.1


Tree=4860
num_leaves=31
num_cat=0
split_feature=0 4 5 4 1 2 1 3 3 0 1 0 1 5 1 5 0 0 3 0 3 5 5 5 0 3 3 0 5 5
split_gain=2.8204e+11 3.36393e+12 2.67423e+13 1.56037e+13 1.73508e+13 3.59964e+13 2.43866e+13 4.13036e+13 4.17237e+13 7.2272e+13 3.09805e+13 2.70751e+13 2.45493e+13 2.39313e+13 2.30436e+13 4.09724e+13 3.81185e+13 2.79614e+13 2.60735e+13 6.27478e+13 4.65008e+13 3.97358e+13 2.87815e+13 4.59379e+13 2.15336e+13 2.36168e+13 2.13819e+13 3.43129e+13 3.30091e+13 2.86748e+13
threshold=56.852744000000008 2.5000000000000004 70.00500000000001 1.5000000000000002 65.58467570000002 9.5000000000000018 65.520339550000017 5.5000000000000009 7.5000000000000009 57.157092150000004 39.899261850000009 57.178027650000011 39.969502550000009 92.035000000000011 39.826386800000009 107.05000000000001 59.609407350000005 57.60800230000001 6.5000000000000009 57.641335050000002 16.500000000000004 95.020000000000024 90.015000000000015 80.00500000000001 57.692655200000004 5.5000000000000009 15.500000000000002 57.131524800000008 76.00500000000001 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 10 -8 9 -9 14 26 -12 -7 16 17 24 -16 21 20 22 -19 23 -20 -5 -26 27 28 -10 -30
right_child=1 -3 3 4 5 13 7 8 11 -11 12 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-12.214471589637247 87.363331454518232 424.88101865114498 4317.5028975954183 -10044.870464675931 -21252.746863550772 7459.4814290391851 -47768.086136203347 -3411.8950431034486 -21166.761036409651 166547.32297585229 -26530.472613042701 -30504.073209313119 -7802.0093878799353 119741.47152343752 -2440.7837803779762 -101358.14718098959 -2273.6014601579805 29459.443057105658 125850.92584001993 -43678.474278539543 -10932.339434070123 -83774.924424342113 220977.41250000001 -13986.625705645161 -6275.5954862706803 -57375.7744816985 -5892.2781123256136 24192.941963513964 46326.604191164632 -1579.8233774038463
leaf_weight=3515213 586817 187053 2636 563 1337 373 144 58 448 44 961 202 2576 20 376 30 15868 168 97 49 41 38 20 31 136 270 875 1175 194 351
leaf_count=3515213 586817 187053 2636 563 1337 373 144 58 448 44 961 202 2576 20 376 30 15868 168 97 49 41 38 20 31 136 270 875 1175 194 351
internal_value=0 53.4733 -59.3261 -3019.33 -3750.65 -13432.2 -3072.96 4672.26 6928.43 69903.8 -4346.93 4948.93 -12890.5 13173.6 -2638.4 13426.2 -3449.41 17625.7 34618.9 57164 83308.3 8571.55 109416 91984 -22704 -40258.5 7302.37 12627.7 -1057.27 15473.1
internal_weight=0 802951 615898 29081 26445 1730 24715 3491 3347 102 21224 3245 3537 393 17687 850 16837 820 444 238 189 206 148 128 969 406 3043 2168 993 545
internal_count=4318164 802951 615898 29081 26445 1730 24715 3491 3347 102 21224 3245 3537 393 17687 850 16837 820 444 238 189 206 148 128 969 406 3043 2168 993 545
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=31
num_cat=0
split_feature=5 5 1 3 2 2 6 0 0 3 2 1 6 3 0 3 3 2 3 3 2 4 1 3 0 0 1 1 1 1
split_gain=2.6688e+11 2.01686e+12 1.943e+13 1.91538e+13 1.35406e+13 1.62079e+13 2.63829e+13 1.27981e+13 2.3342e+13 2.93825e+13 3.66728e+13 3.20295e+13 3.43388e+13 3.48795e+13 2.09443e+13 3.26788e+13 1.89783e+13 4.62756e+13 1.93995e+13 1.7012e+13 1.59946e+13 1.61656e+13 2.02195e+13 1.56306e+13 1.41029e+13 1.15326e+13 3.77909e+13 2.44309e+13 4.89846e+13 1.39166e+13
threshold=107.05000000000001 104.75000000000001 20.507360500000004 6.5000000000000009 2.5000000000000004 6.5000000000000009 1.5000000000000002 59.939091550000008 59.963407450000012 4.5000000000000009 4.5000000000000009 30.346469350000003 1.5000000000000002 6.5000000000000009 59.916647550000008 21.500000000000004 4.5000000000000009 2.5000000000000004 12.500000000000002 8.5000000000000018 4.5000000000000009 3.5000000000000004 30.332994000000003 9.5000000000000018 61.674413550000004 59.863160500000006 30.451272450000005 30.323743050000001 30.346469350000003 30.388336800000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 14 9 -9 11 12 -11 -14 25 16 17 -16 19 20 21 22 -18 -21 -10 29 27 -27 -29 -4
right_child=-2 2 7 4 5 6 -8 8 24 10 -12 -13 13 -15 15 -17 18 -19 -20 23 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.14682239389741292 -174.76187951990065 100759.92942708335 26082.876799112062 -55469.636755952379 85778.162122938375 72616.415234375003 -66109.278987068959 70419.229687500003 -5938.7853111969189 -31285.115070564516 1620.394365985577 6380.9100446428574 -105400.39736842107 -268552.26890625001 60169.179483695654 123427.75126953126 95199.02734375 -138328.59396158854 -31372.880123546511 153637.64105113636 -53678.829076086957 102930.23861607144 -26065.407155539775 48221.151001602564 44724.703020833338 -8704.4763799838365 83958.845866935488 -208751.56011904764 -32740.611346435548 1047.4598857684639
leaf_weight=4220499 85649 36 227 21 36 26 29 22 652 31 78 28 38 20 23 32 20 24 43 22 23 28 44 39 60 145 31 21 64 10153
leaf_count=4220499 85649 36 227 21 36 26 29 22 652 31 78 28 38 20 23 32 20 24 43 22 23 28 44 39 60 145 31 21 64 10153
internal_value=0 3.53648 1297.26 37306.5 16910.8 33614 -529.86 848.204 -10420.3 -39132.8 -51492.5 -86901.1 -116248 -161660 1805.18 27952.5 16466.8 -41191.4 28840.9 43552.2 20909 39556 11829.7 86240.2 -1669.39 1072.93 -19688.1 -33658 -76225.7 1594.96
internal_weight=0 4.23252e+06 12016 148 112 91 55 11868 929 217 195 117 89 58 10939 298 266 47 219 176 115 92 64 61 712 10641 261 230 85 10380
internal_count=4318164 4232515 12016 148 112 91 55 11868 929 217 195 117 89 58 10939 298 266 47 219 176 115 92 64 61 712 10641 261 230 85 10380
is_linear=0
shrinkage=0.1


Tree=4862
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 0 0 1 0 1 3 3 4 3 2 3 3 2 0 1 0 1 4 1 1 1 2 1 0 0
split_gain=2.75059e+11 1.10165e+12 2.55241e+12 2.27483e+12 4.53043e+12 2.05924e+12 5.2573e+12 3.46909e+12 3.6475e+12 1.50504e+13 1.05638e+13 6.24686e+12 8.53495e+12 1.5964e+13 7.03807e+12 3.90595e+12 3.86848e+12 3.13648e+12 5.96067e+12 6.16901e+12 4.99487e+12 3.13522e+12 1.22123e+13 5.89769e+12 6.53251e+12 4.91081e+12 1.12817e+13 7.08728e+12 7.37839e+12 6.86787e+12
threshold=225.45000000000002 3.5000000000000004 26.500000000000004 30.226173900000003 30.346469350000003 45.040161900000008 45.053747000000008 37.998366300000008 43.056445700000005 46.037218400000008 7.5000000000000009 11.500000000000002 4.5000000000000009 6.5000000000000009 3.5000000000000004 18.500000000000004 23.500000000000004 1.5000000000000002 55.046835900000012 55.957851400000003 56.338501050000012 37.275078000000001 4.5000000000000009 37.559851850000008 37.944765900000007 39.787929450000007 4.5000000000000009 44.005491150000005 57.581016350000006 45.067452850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6 9 -9 -11 12 14 -14 -10 -13 -17 18 19 -8 -20 22 -19 -23 -25 26 -26 28 -27 -28
right_child=1 2 -4 4 5 6 17 8 11 10 -12 15 13 -15 -16 16 -18 21 20 -21 -22 23 -24 24 25 27 29 -29 -30 -31
leaf_value=-0.79329708339216298 2484.0393847527348 22113.355255681818 -34627.428515625004 -38808.195841733876 33351.46044921875 41275.920117187503 -41187.623929398149 77607.602870244576 -106999.25897507439 18554.518929476351 -62857.235825892858 27007.550163517444 7014.8340216818824 -80770.690046296295 -26927.492629076089 -35579.238877868651 18893.698579545457 -76696.337749999992 71616.502944711538 24194.516355846776 12182.888054435483 52743.15897507441 14282.991644965279 -52374.865104166674 62105.059432164642 -72798.914069475446 -19624.913731060606 -154.77914029922954 -1422.4253906250001 32103.167540922623
leaf_weight=4313902 2036 44 22 31 20 32 27 23 21 37 28 43 89 27 23 32 22 25 26 31 31 21 36 24 41 28 66 1304 30 42
leaf_count=4313902 2036 44 22 31 20 32 27 23 21 37 28 43 89 27 23 32 22 25 26 31 31 21 36 24 41 28 66 1304 30 42
internal_value=0 802.957 -734.638 -396.325 -854.855 -302.223 1112.47 -7139.28 -9486.57 8085.11 -16515.2 -15503.3 -27642.5 -13418 -65143.6 4520.11 -13386.6 370.423 16327.5 -6242 39293 -764.434 -23003.6 107.411 -612.687 209.478 17445.6 -1676.12 -35880 491.562
internal_weight=0 4262 2226 2204 2160 2129 1764 365 345 88 65 257 160 116 44 97 54 1732 115 58 57 1617 61 1556 1535 1511 149 1362 58 108
internal_count=4318164 4262 2226 2204 2160 2129 1764 365 345 88 65 257 160 116 44 97 54 1732 115 58 57 1617 61 1556 1535 1511 149 1362 58 108
is_linear=0
shrinkage=0.1


Tree=4863
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 3 3 3 0 1 0 0 0 2 4 0 2 1 1 3 3 0 0 0 1 0 2 1 0
split_gain=2.7576e+11 2.80541e+12 1.46915e+13 3.51046e+13 2.07093e+13 1.83953e+13 1.97823e+13 1.80175e+13 1.99345e+13 2.80154e+13 1.62005e+13 2.29803e+13 3.47092e+13 3.62895e+13 1.54248e+13 1.52166e+13 1.56117e+13 1.43876e+13 1.58218e+13 1.3538e+13 1.65202e+13 4.0455e+13 1.28955e+13 3.35467e+13 1.923e+13 3.32177e+13 1.82936e+13 2.07277e+13 1.77016e+13 1.80696e+13
threshold=92.035000000000011 93.00500000000001 30.323743050000001 37.328003200000005 59.990816400000007 30.243224600000001 6.5000000000000009 18.500000000000004 10.500000000000002 54.947737500000009 37.457850350000008 55.86787755000001 55.820531900000013 55.812836050000008 6.5000000000000009 2.5000000000000004 59.916647550000008 8.5000000000000018 30.207352000000004 37.314272700000011 8.5000000000000018 6.5000000000000009 55.860536450000005 55.91302515000001 55.87722990000001 37.66934650000001 55.591389050000011 12.500000000000002 39.714575750000009 44.732363600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 19 7 15 8 9 -2 11 12 13 -5 -10 -7 -17 -16 -19 20 21 -4 26 24 25 -24 27 -12 29 -29
right_child=1 -3 3 10 -6 6 -8 -9 14 -11 22 -13 -14 -15 17 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=5.3097017338028492 -40071.539609375002 -34.295147456332096 -30774.730610826282 13942.187173202614 9398.3625022069209 -89629.272695312509 38779.446012208638 68039.317395833335 -1727.6273582175927 56824.960636613185 -5177.8725362149153 122844.24573863635 -92616.825871394234 151299.71157670455 -113289.11240808824 -56817.627249710647 34067.648421320839 -84241.92337570191 13045.496785714286 -75913.037730189724 -16081.712689324364 -164164.08194444445 12854.654756339653 -4640.5912953191173 -116290.05247738487 -107242.35785472974 13671.285877004866 113389.41429398149 -2710.0535147530695 26619.521248711484
leaf_weight=4135587 50 174197 144 153 177 20 303 30 81 74 2819 22 26 22 34 27 63 32 35 56 529 27 61 2081 38 37 972 27 224 216
leaf_count=4135587 50 174197 144 153 177 20 303 30 81 74 2819 22 26 22 34 27 63 32 35 56 529 27 61 2081 38 37 972 27 224 216
internal_value=0 -120.271 -1907.47 -3219.25 -21392.1 11457.3 25592.7 -5917.46 -13168.1 17753.8 -687.861 25812.9 15192.6 31210 -34235.8 -10730.9 6802.07 -60306.7 -33420.1 -28601 -24816 -51836.2 -1600.55 -7785.26 -55903.3 -32488.1 1619.62 -1945.27 17568 36260.6
internal_weight=0 182577 8380 7631 933 749 413 336 306 124 6698 223 201 175 182 110 90 101 67 756 700 171 6475 2217 136 98 4258 3286 467 243
internal_count=4318164 182577 8380 7631 933 749 413 336 306 124 6698 223 201 175 182 110 90 101 67 756 700 171 6475 2217 136 98 4258 3286 467 243
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 3 3 1 3 0 5 0 2 3 1 3 0 0 0 4 5 3 0 5 1 3 2 2 0
split_gain=2.8888e+11 6.31823e+12 2.37234e+13 2.89597e+13 3.28045e+13 2.2256e+13 4.39436e+13 6.98497e+13 2.92313e+13 2.79942e+13 3.0105e+13 6.28336e+13 6.85651e+13 4.23272e+13 3.85204e+13 3.60154e+13 4.50527e+13 4.05114e+13 3.42508e+13 2.77513e+13 5.35887e+13 3.8804e+13 3.48712e+13 2.7138e+13 2.60552e+13 4.06289e+13 3.86651e+13 2.38474e+13 2.71732e+13 2.25427e+13
threshold=72.010000000000005 73.405000000000015 37.869926150000005 37.752451500000006 55.664473600000008 37.66934650000001 11.500000000000002 23.500000000000004 37.436176200000013 3.5000000000000004 55.695992150000002 72.705000000000013 55.885524800000006 4.5000000000000009 9.5000000000000018 37.542000650000013 18.500000000000004 55.755036050000008 55.87722990000001 55.628356700000005 2.5000000000000004 73.010000000000005 14.500000000000002 55.628356700000005 72.705000000000013 37.362912300000012 12.500000000000002 15.500000000000002 11.500000000000002 55.708120100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -7 -8 24 -10 19 12 13 -12 -15 16 17 -13 -16 -11 21 -21 -22 -9 25 26 -2 28 29 -17
right_child=1 -3 -4 4 -6 6 7 23 9 10 11 15 -14 14 18 27 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-10.660471272252217 17794.357919275742 -17.094840443179709 2980.9781660430594 -34658.304737676393 -1792.5284592561402 70255.643219401056 -15060.195811795764 151698.32567471592 83018.75013860887 -9259.5466074491396 36171.126720686989 -180392.31107603561 76981.227180325252 -144897.37996651788 -4954.4291696981609 -89419.326803768388 -25314.336200161641 -72413.309055593927 -81969.640432291664 53764.576632462689 78147.222355769234 209552.03638392859 -29385.216619643594 36291.546803526951 -3421.642096633459 55149.053391408401 -9458.8253388542271 85811.716517857159 -121952.68731971155 -1311.4054393059046
leaf_weight=3691126 1194 589723 26067 567 654 120 563 22 31 985 121 43 98 28 251 34 174 181 75 67 39 21 133 276 4220 182 923 21 26 199
leaf_count=3691126 1194 589723 26067 567 654 120 563 22 31 985 121 43 98 28 251 34 174 181 75 67 39 21 133 276 4220 182 923 21 26 199
internal_value=0 62.754 1324.68 -2513.76 -17054.5 -743.117 13563.3 5661.95 -2294.59 -11424.9 -12597.8 -23553.9 824.529 -14887.8 -32340.1 -44156.8 -63488.4 -93141.4 -22672.7 -1589.02 27470.5 90941.1 -5002.86 44811.5 1244.63 9809.96 5912.12 -16678.4 -24988.4 -14168.4
internal_weight=0 627038 37315 11248 1221 10027 981 861 9046 2527 2496 1251 573 475 354 678 398 224 326 1245 260 88 172 298 6519 2299 2117 280 259 233
internal_count=4318164 627038 37315 11248 1221 10027 981 861 9046 2527 2496 1251 573 475 354 678 398 224 326 1245 260 88 172 298 6519 2299 2117 280 259 233
is_linear=0
shrinkage=0.1


Tree=4865
num_leaves=31
num_cat=0
split_feature=1 2 0 1 3 0 5 3 1 0 5 5 5 1 5 5 2 5 5 4 5 1 0 1 5 5 3 6 4 0
split_gain=2.59502e+11 2.81769e+12 6.36933e+12 2.19494e+13 1.51324e+13 2.1336e+13 7.94129e+13 2.05131e+13 4.77631e+13 1.97322e+13 3.17131e+13 3.41212e+13 3.76061e+13 3.5955e+13 4.79915e+13 3.48084e+13 2.701e+13 4.49272e+13 4.39099e+13 3.80549e+13 4.70027e+13 2.73563e+13 2.40152e+13 1.96018e+13 1.92178e+13 3.15209e+13 2.23312e+13 1.84753e+13 1.76131e+13 1.63475e+13
threshold=30.305955500000003 7.5000000000000009 54.708501450000007 20.507360500000004 11.500000000000002 59.982527000000012 54.035000000000004 10.500000000000002 30.243224600000001 59.916647550000008 107.05000000000001 47.415000000000006 39.995000000000012 30.243224600000001 49.010000000000012 51.015000000000008 8.5000000000000018 73.010000000000005 59.245000000000012 2.5000000000000004 57.705000000000005 30.259484550000003 59.939091550000008 30.278357500000002 94.040000000000006 84.030000000000015 10.500000000000002 1.5000000000000002 2.5000000000000004 59.990816400000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 7 -7 27 -4 11 12 -11 -13 -15 -16 19 18 -18 20 -17 -20 28 -23 25 -24 -27 -9 -19 -8
right_child=-2 2 4 -5 -6 6 29 8 -10 10 -12 13 -14 14 15 16 17 22 21 -21 -22 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-414.93092123012889 5.0084488889202232 196.60407890136986 4313.5077399669826 -21713.266982374844 -38.262676005206465 5016.9152179901212 -61600.356956006661 -46493.486663818359 74267.435725383024 22179.012281813062 -48510.723123301635 -3768.0972131456651 -41768.302292122811 165927.48020833335 -93272.783125000016 90139.31108993903 20067.650956217447 22584.795953125002 200638.98478515627 68402.345836932844 -29424.77646131401 60529.412832446804 -27961.77306680485 176739.44077380953 -49115.533870821222 152130.03325000001 24160.427864583336 30746.304472656251 136234.69556803384 -22018.878258481604
leaf_weight=112779 4145141 2295 5775 571 48383 708 122 64 154 222 69 224 157 30 20 41 48 25 40 104 166 47 49 21 43 25 30 60 30 721
leaf_count=112779 4145141 2295 5775 571 48383 708 122 64 154 222 69 224 157 30 20 41 48 25 40 104 166 47 49 21 43 25 30 60 30 721
internal_value=0 -119.988 432.155 -4168.55 661.958 4428.36 -5211.86 14055.1 37073.3 6888.86 17580.9 21030.5 -4311.04 31215.5 42114.4 36723.4 40609.7 59337.6 99648.8 19051.6 -5743 135018 28206.1 96417.8 7115.43 30364.8 82328.4 -9119.39 84575.7 -27747.2
internal_weight=0 173023 60244 2866 57378 8995 1829 986 278 7166 1391 1322 379 943 719 689 669 358 156 311 207 108 202 68 147 104 55 124 55 843
internal_count=4318164 173023 60244 2866 57378 8995 1829 986 278 7166 1391 1322 379 943 719 689 669 358 156 311 207 108 202 68 147 104 55 124 55 843
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 5 5 5 3 1 5 2 5 2 0 3 0 3 2 5 5 1 1 2 3 4 5 5 2 5
split_gain=2.62923e+11 3.69311e+12 1.31043e+13 2.26678e+13 2.40934e+13 1.45824e+13 1.44264e+13 1.90568e+13 1.77352e+13 2.6099e+13 1.59086e+13 1.38357e+13 1.5258e+13 1.36025e+13 2.24838e+13 1.28895e+13 1.14436e+13 1.61204e+13 1.30881e+13 2.40646e+13 2.91856e+13 1.13037e+13 2.75557e+13 1.10706e+13 1.09113e+13 9.58355e+12 1.61004e+13 2.66433e+13 1.50888e+13 1.10962e+13
threshold=38.633372000000001 44.732363600000006 37.752451500000006 37.66934650000001 34.359746700000009 47.415000000000006 63.145000000000003 69.015000000000015 9.5000000000000018 38.058342000000003 61.405000000000008 2.5000000000000004 73.405000000000015 2.5000000000000004 44.580511600000001 8.5000000000000018 44.678200800000006 19.500000000000004 6.5000000000000009 66.990000000000023 67.00500000000001 38.422276900000007 38.151577750000008 1.5000000000000002 10.500000000000002 3.5000000000000004 104.75000000000001 137.05000000000004 4.5000000000000009 125.85000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 15 10 8 13 16 -4 -6 -13 14 23 -1 17 -10 19 -18 -21 22 -9 -8 -11 29 28 -28 -27 -7
right_child=-2 -3 6 -5 11 25 7 21 9 24 -12 12 -14 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2335.5043153284387 -16.097764830765151 7.725928886562051 2351.8781119965074 -11502.823304346246 10095.884741797197 6028.2925429277884 -12829.744664634147 1202.4075565523865 -7834.8570883985494 -34552.671938775507 14134.965936439115 40991.941171308878 135040.90910326087 3796.0537101615032 -423.31437773235103 -28146.85129771466 -18131.073274607475 57040.235148111977 -10247.843648524373 -141766.13336664246 -20624.339442567569 -58854.222788558473 92819.888797644409 -60188.596327455591 -101634.50171305338 -16563.645883413465 68588.891681985289 -67402.311531250001 -130530.85502232144 65540.886035156247
leaf_weight=598 3029015 1249634 24102 2162 95 1496 82 6326 435 49 1203 69 23 1227 386 286 154 42 326 43 37 31 33 124 48 26 34 25 21 32
leaf_count=598 3029015 1249634 24102 2162 95 1496 82 6326 435 49 1203 69 23 1227 386 286 154 42 326 43 37 31 33 124 48 26 34 25 21 32
internal_value=0 37.8237 989.644 -3869.21 2232.04 -339.887 1672.17 -1685.98 -8329.53 -18144.7 2912.05 36863.6 64504.2 -2210.59 -14660.2 -10686.2 -13504.8 -2122.58 -23200 -41244.6 -85738.1 1384.19 1677.86 -41337 -67747.8 5257.52 -23819.2 10965.5 -67485.2 7274.63
internal_weight=0 1.28915e+06 39515 4867 2705 2518 34648 9343 2953 1134 25305 187 92 1819 592 884 1037 477 560 234 80 6390 6359 206 97 1634 106 59 47 1528
internal_count=4318164 1289149 39515 4867 2705 2518 34648 9343 2953 1134 25305 187 92 1819 592 884 1037 477 560 234 80 6390 6359 206 97 1634 106 59 47 1528
is_linear=0
shrinkage=0.1


Tree=4867
num_leaves=31
num_cat=0
split_feature=1 5 3 0 3 3 3 0 0 5 2 0 6 4 2 0 2 2 4 5 5 3 0 2 5 3 5 0 0 4
split_gain=2.59091e+11 2.91406e+12 1.67302e+13 1.1787e+13 1.13314e+13 1.68199e+13 1.98927e+13 2.22438e+13 5.04757e+13 1.45861e+13 1.19565e+13 2.12776e+13 1.39702e+13 1.16611e+13 1.37231e+13 1.11143e+13 1.41203e+13 2.77099e+13 1.58345e+13 1.4659e+13 1.32211e+13 3.15056e+13 3.71719e+13 1.50699e+13 1.19469e+13 1.16604e+13 2.12142e+13 1.16211e+13 2.37358e+13 1.71367e+13
threshold=30.207352000000004 95.020000000000024 22.500000000000004 59.853570100000006 18.500000000000004 6.5000000000000009 5.5000000000000009 59.755965500000009 54.736324100000012 104.75000000000001 3.5000000000000004 54.725565150000001 1.5000000000000002 2.5000000000000004 6.5000000000000009 54.708501450000007 3.5000000000000004 5.5000000000000009 4.5000000000000009 125.85000000000001 116.06000000000002 9.5000000000000018 54.725565150000001 2.5000000000000004 161.85000000000002 8.5000000000000018 123.15000000000002 59.846652800000008 54.725565150000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 10 -7 11 12 -8 14 -11 25 20 18 19 -18 27 22 -22 -24 -23 -15 -27 28 29 -17
right_child=-2 2 3 -5 -6 9 7 -9 -10 13 -12 -13 -14 15 -16 16 17 -19 -20 -21 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=320.27483516480015 -3.5285991763195663 133.88880271742082 22356.534013671877 -36894.696929318372 16148.735738709334 -16269.510576939016 -7694.3952899639426 102599.95197610295 -46938.307426264044 -46812.439382302226 53881.343240489135 -81846.918750000012 101967.10357607888 7972.0211784309449 15038.821465949293 54714.476777742355 -33454.401101702846 1399.0513609610948 28220.413183593751 -97207.940930706522 160511.6513671875 -58882.743474264716 -8925.1597265625005 92660.413060461957 32180.615609375 115383.74869384766 -7559.6592500000006 48920.730109797296 -79079.576067073169 -21128.243356805102
leaf_weight=82198 4230377 1800 40 209 365 1090 26 34 89 111 184 20 21 143 53 49 167 745 32 46 32 34 40 23 25 32 25 37 41 76
leaf_count=82198 4230377 1800 40 209 365 1090 26 34 89 111 184 20 21 143 53 49 167 745 32 46 32 34 40 23 25 32 25 37 41 76
internal_value=0 170.04 -2039.48 -27376.4 -858.037 -2105.77 4494.19 25479.6 17767.6 -7228.34 40711.1 4542.04 41303.3 -1468.62 -26823.9 1219.33 -2046.75 -8195.05 -37369 -47222.8 15003.2 37097.8 72742.7 28161.6 -20296.6 23216.4 61461.2 -1758.29 -13054.2 8602.1
internal_weight=0 87787 5589 249 5340 4975 2174 374 340 2801 251 67 47 1711 164 1547 1347 990 245 213 357 154 95 63 59 200 57 203 166 125
internal_count=4318164 87787 5589 249 5340 4975 2174 374 340 2801 251 67 47 1711 164 1547 1347 990 245 213 357 154 95 63 59 200 57 203 166 125
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=31
num_cat=0
split_feature=3 1 1 3 5 6 2 2 0 5 0 5 5 5 5 0 5 3 2 5 2 5 2 5 5 5 0 5 5 3
split_gain=2.62059e+11 3.00462e+12 1.02205e+13 6.19108e+12 1.17566e+13 5.47619e+12 8.72544e+12 1.33508e+13 1.43491e+13 2.67618e+13 1.27851e+13 3.44124e+13 1.12942e+13 8.52272e+12 1.72555e+13 8.38338e+12 1.22025e+13 8.32432e+12 1.06989e+13 1.16042e+13 7.91267e+12 7.77495e+12 1.95393e+13 1.27002e+13 7.43951e+12 7.19027e+12 1.14586e+13 1.01746e+13 9.53904e+12 1.36029e+13
threshold=9.5000000000000018 20.507360500000004 28.619594500000002 15.500000000000002 100.05000000000001 1.5000000000000002 5.5000000000000009 9.5000000000000018 54.725565150000001 71.715000000000018 54.708501450000007 65.045000000000016 73.995000000000019 72.010000000000005 67.990000000000023 54.725565150000001 80.815000000000012 10.500000000000002 6.5000000000000009 44.905000000000008 7.5000000000000009 81.910000000000011 8.5000000000000018 91.050000000000011 47.815000000000005 68.52500000000002 54.725565150000001 66.50500000000001 64.020000000000024 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 25 13 8 10 24 11 20 17 14 -7 -15 -17 18 -12 -20 -8 -14 23 -23 -10 27 -27 28 -3 -30
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 12 -13 21 15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-27.292911687350525 1904.6693087895337 -6370.0828032854542 25.108227072303809 9422.8752370029597 -57418.213590116276 -9915.8773830461869 102123.12725074406 -10856.507472528476 -9081.8397098463411 -80494.473609619148 -13295.558478860296 -64065.552390136727 119341.31281250001 24900.639679981334 -74614.02567085599 28562.337351190476 -76870.675067934775 -2799.2561576383664 6642.9600776486277 71799.932955411598 15313.707514880953 40506.418250000002 -22239.533062500002 147418.5740625 31219.429243575694 -41265.706677983435 1865.8380152529762 5210.9071348234875 -30104.048441967934 55019.21681640626
leaf_weight=1938624 8449 1905 2366053 301 43 397 21 321 98 40 34 50 20 113 46 21 23 83 41 82 21 25 25 20 86 149 105 642 306 20
leaf_count=1938624 8449 1905 2366053 301 43 397 21 321 98 40 34 50 20 113 46 21 23 83 41 82 21 25 25 20 86 149 105 642 306 20
internal_value=0 22.2357 15.5279 -4483.78 -5367.44 -4890.62 -65.6193 5812.27 14095.1 -6361.29 24953.4 -8012 34143.8 -9538.82 -16634 10481.2 -26550.4 22814.9 36356.1 50080.9 58718.4 64354.1 48643.5 88022.9 9754.62 -7308.52 -23435.7 -5882.72 -9075.06 -24881.8
internal_weight=0 2.37954e+06 2.37109e+06 5038 4737 4694 1567 967 646 224 422 92 330 600 443 157 44 240 157 123 42 90 70 45 184 3127 254 2873 2231 326
internal_count=4318164 2379540 2371091 5038 4737 4694 1567 967 646 224 422 92 330 600 443 157 44 240 157 123 42 90 70 45 184 3127 254 2873 2231 326
is_linear=0
shrinkage=0.1


Tree=4869
num_leaves=31
num_cat=0
split_feature=3 5 4 1 5 2 1 1 5 5 5 5 0 5 5 0 0 0 1 1 0 0 5 1 0 0 2 3 1 3
split_gain=2.65363e+11 2.14484e+12 6.32876e+12 8.56016e+12 6.24755e+12 5.30077e+12 5.22132e+12 8.32597e+12 7.70721e+12 9.28551e+12 9.43379e+12 9.01982e+12 8.36175e+12 9.8118e+12 8.02553e+12 7.21784e+12 6.05647e+12 5.97446e+12 5.61778e+12 1.10175e+13 1.6925e+13 1.29623e+13 2.97468e+13 1.42558e+13 6.36475e+12 5.52957e+12 5.3381e+12 5.2439e+12 9.14387e+12 5.14902e+12
threshold=3.5000000000000004 49.505000000000003 1.5000000000000002 30.207352000000004 44.005000000000003 7.5000000000000009 39.969502550000009 40.247294600000011 75.015000000000015 89.00500000000001 105.35000000000001 64.405000000000015 50.973130900000008 68.52500000000002 62.995000000000012 43.642715500000008 45.133160800000006 56.301440000000007 37.944765900000007 37.39371280000001 55.576287050000012 55.645049100000001 55.730000000000011 34.359746700000009 44.893607100000004 57.814144100000007 1.5000000000000002 2.5000000000000004 37.998366300000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 8 15 11 16 -11 14 13 -13 18 -8 -10 -18 19 21 26 24 23 -23 -5 29 -21 -12 -29 -9
right_child=-2 2 5 6 -6 -7 7 25 9 10 27 12 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=25.424639972125441 -6.0680772264949745 -44466.858016104125 -127.29712377736126 28336.11846590909 1680.6624130943455 47885.7949388587 -80577.278636853443 13180.563871660306 79492.194804687504 -45366.764774206917 -19733.202647569444 -93096.561583291332 -1986.0674054574276 -18142.94693359375 51049.896015625003 -10614.018333333333 -16730.562437855115 50545.791595643939 3097.2118769373214 8498.6537828233504 -88381.233758223694 -46654.698597756418 108296.17142518942 47871.840178313083 -32085.549333990191 -45397.790359836159 -29816.200623410248 -14028.755156250001 63841.838075657899 -7619.2612032433644
leaf_weight=120191 4074053 53 92509 22 28142 23 29 131 30 33 27 31 69 40 30 30 22 33 896 63 38 39 33 27 84 36 86 25 38 1301
leaf_count=120191 4074053 53 92509 22 28142 23 29 131 30 33 27 31 69 40 30 30 22 33 896 63 38 39 33 27 84 36 86 25 38 1301
internal_value=0 101.272 -267.612 -4607.7 339.459 -115.363 -3946.08 -8169.93 -74.6409 17933.1 368.872 -2643.64 -26776.8 -50869.2 -80.1803 -45002.7 43349.5 23635.2 -1271.1 -11255.8 -28808.9 4756.04 30775.6 -7984.75 -19545.2 -6689.59 -13616 17138.6 32940.8 -5716.48
internal_weight=0 244111 95778 3246 148333 92532 3193 1527 1666 208 123 1458 140 71 1318 59 85 55 1288 392 187 205 99 66 106 1468 149 90 63 1432
internal_count=4318164 244111 95778 3246 148333 92532 3193 1527 1666 208 123 1458 140 71 1318 59 85 55 1288 392 187 205 99 66 106 1468 149 90 63 1432
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=31
num_cat=0
split_feature=5 1 0 0 6 1 3 3 3 5 5 5 5 5 3 3 0 2 5 2 5 3 3 5 0 3 3 3 3 0
split_gain=2.74299e+11 2.51179e+12 1.17852e+13 2.95713e+13 4.69431e+13 6.79396e+13 4.65269e+13 4.16054e+13 3.40232e+13 1.13222e+14 8.7053e+13 5.90949e+13 3.26774e+13 7.8251e+13 5.38311e+13 2.91316e+13 9.63439e+13 6.64375e+13 7.54694e+13 2.68225e+13 4.18554e+13 3.33415e+13 2.75626e+13 3.61669e+13 2.48746e+13 1.41323e+14 5.64704e+13 2.37441e+13 2.32289e+13 2.19791e+13
threshold=55.405000000000008 30.160599000000001 59.846652800000008 59.882016200000002 1.5000000000000002 30.102666750000001 8.5000000000000018 5.5000000000000009 7.5000000000000009 110.05000000000001 120.05000000000001 99.555000000000021 82.00500000000001 80.815000000000012 10.500000000000002 10.500000000000002 59.853570100000006 2.5000000000000004 84.030000000000015 5.5000000000000009 95.020000000000024 15.500000000000002 14.500000000000002 94.040000000000006 59.853570100000006 10.500000000000002 9.5000000000000018 21.500000000000004 7.5000000000000009 59.863160500000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 27 4 6 29 7 -4 9 11 -11 -7 13 24 -14 16 17 -8 -19 22 21 -21 -16 -24 26 -26 -10 -2 -9 -6
right_child=1 -3 3 -5 5 8 15 28 12 10 -12 -13 14 -15 19 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-19.689173825821214 16.543623554635847 14.133128933765514 6099.7966972474933 -2091.2896827902705 -17008.230106003586 85655.619609988556 -76539.316484374998 -91444.358148734187 -42505.253838261473 -183748.36811342594 39875.801323341839 266325.01406250003 133090.54525146485 -168755.29755434784 -94305.242013888899 2434.86654946094 -40698.084897383436 120732.66228821536 7014.3949652777783 199628.02094907407 13970.140675636574 64727.795511239034 -28462.258416193185 103959.28481297349 279787.08783967391 19381.847021044483 36474.331311438225 -37592.77577316013 -30799.614266183038 17289.613289324243
leaf_weight=2681621 25029 1602232 308 4281 451 191 30 79 158 27 49 20 64 23 27 1652 126 166 90 27 108 57 55 33 23 222 212 169 315 319
leaf_count=2681621 25029 1602232 308 4281 451 191 30 79 158 27 49 20 64 23 27 1652 126 166 90 27 108 57 55 33 23 222 212 169 315 319
internal_value=0 32.2625 878.854 3960.66 9322.49 20727.2 804.025 -21434.8 34705 65085.1 -39569.6 102781 26063.7 12340.5 49663.1 8367.82 32157.2 64254.3 80753.6 32271 55147 108089 -5921.82 21195.8 19113.2 43828.1 2747.91 -235.698 -42959.3 -2799.12
internal_weight=0 1.63654e+06 34311 9113 4832 2066 2766 702 1296 287 76 211 1009 638 371 2064 412 286 256 307 192 84 115 88 615 245 370 25198 394 770
internal_count=4318164 1636543 34311 9113 4832 2066 2766 702 1296 287 76 211 1009 638 371 2064 412 286 256 307 192 84 115 88 615 245 370 25198 394 770
is_linear=0
shrinkage=0.1


Tree=4871
num_leaves=31
num_cat=0
split_feature=1 1 0 3 1 0 6 3 3 3 3 2 0 5 3 2 3 6 5 3 3 1 0 1 5 6 5 0 5 0
split_gain=2.98746e+11 2.6958e+12 3.45293e+13 6.18421e+13 9.51818e+13 4.33137e+13 7.09809e+13 6.4446e+13 5.96368e+13 6.41208e+13 1.12778e+14 1.12246e+14 6.72633e+13 7.76161e+13 5.97758e+13 4.53678e+13 3.7465e+13 5.62164e+13 3.74911e+13 3.7163e+13 3.97182e+13 1.22618e+14 3.58493e+13 3.58128e+13 5.78445e+13 3.44278e+13 3.41486e+13 3.37599e+13 4.24738e+13 5.25373e+13
threshold=30.305955500000003 30.323743050000001 59.846652800000008 19.500000000000004 30.315880100000005 59.904813200000007 1.5000000000000002 7.5000000000000009 9.5000000000000018 10.500000000000002 11.500000000000002 3.5000000000000004 59.896318000000008 73.010000000000005 12.500000000000002 3.5000000000000004 11.500000000000002 1.5000000000000002 71.715000000000018 16.500000000000004 17.500000000000004 30.315880100000005 59.916647550000008 30.315880100000005 46.010000000000012 1.5000000000000002 40.905000000000008 59.982527000000012 54.990000000000002 59.950068600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -4 23 26 11 -11 -13 -14 -12 16 -7 18 -18 -17 21 -21 -22 -9 -25 -23 -10 28 29 -19
right_child=1 -3 5 4 -6 15 -8 8 9 10 14 12 13 -15 -16 19 17 27 -20 20 22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-128.74169733434687 -27085.568566906302 -3.0921507698362474 -112782.46412259615 62683.932017749146 -42846.836035372689 335.19529454449366 16002.060061822631 616.1452672887732 4555.7623716704702 -18695.02400610207 -42241.815845041994 -36704.829649390245 151974.27186253326 44417.571798706056 548.55181676026564 -5903.9373053032914 13199.051747612135 -16296.732189127606 41031.041074189445 43594.265883352287 -23721.340469896542 -39130.900775295355 1367.3538451086051 197801.43896169355 45439.312739911424 28684.197919015787 -44475.565839805902 12028.487181070965 -61267.581460393383 149181.59943181821
leaf_weight=173023 1037 4099957 52 217 141 6091 4652 108 196 169 387 41 141 128 2087 14362 2850 150 583 749 609 328 8790 31 127 97 516 300 223 22
leaf_count=173023 1037 4099957 52 217 141 6091 4652 108 196 169 387 41 141 128 2087 14362 2850 150 583 749 609 328 8790 31 127 97 516 300 223 22
internal_value=0 5.37383 773.569 -14714.5 21120.1 1266.98 7612.78 -2185.6 -722.608 -4040.86 2454.02 46867.4 82609.4 100795 -6145.01 -291.763 5319.84 12674.8 17925.5 -2591.54 1907.91 19250 -258.246 44996.9 75333.1 -23653.1 -30978.2 -13261.4 -32468.8 4869.1
internal_weight=0 4.14514e+06 45184 1395 358 43789 8635 3983 3931 3665 2953 479 310 269 2474 35154 10219 4128 3433 24935 10573 1174 9399 266 158 425 712 695 395 172
internal_count=4318164 4145141 45184 1395 358 43789 8635 3983 3931 3665 2953 479 310 269 2474 35154 10219 4128 3433 24935 10573 1174 9399 266 158 425 712 695 395 172
is_linear=0
shrinkage=0.1


Tree=4872
num_leaves=31
num_cat=0
split_feature=0 5 5 0 3 4 3 3 1 1 5 0 1 6 0 3 0 1 1 5 1 2 1 3 2 0 0 0 1 1
split_gain=2.72479e+11 5.09579e+12 1.35767e+13 3.73825e+13 6.23818e+13 3.7746e+13 5.00658e+13 2.95191e+13 3.96504e+13 4.11185e+13 5.78905e+13 3.91419e+13 2.76455e+13 3.09776e+13 4.17775e+13 6.24329e+13 6.10312e+13 3.9828e+13 3.18565e+13 2.92856e+13 2.47492e+13 3.29881e+13 3.11117e+13 2.44611e+13 2.67021e+13 2.3828e+13 2.75216e+13 2.34832e+13 2.63644e+13 5.7223e+13
threshold=59.896318000000008 46.010000000000012 51.405000000000008 59.982527000000012 5.5000000000000009 1.5000000000000002 22.500000000000004 9.5000000000000018 30.410108300000001 30.315880100000005 50.005000000000003 59.963407450000012 30.207352000000004 1.5000000000000002 59.950068600000009 7.5000000000000009 59.963407450000012 30.362552800000003 30.410108300000001 50.805000000000007 30.362552800000003 4.5000000000000009 30.243224600000001 24.500000000000004 11.500000000000002 59.932719750000011 59.939091550000008 59.904813200000007 30.315880100000005 30.332994000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 20 6 12 8 9 11 25 -7 -6 -14 15 17 18 -15 19 -16 21 -3 -23 24 -8 -11 -27 28 -9 -30
right_child=1 2 -4 -5 5 7 23 27 -10 10 -12 -13 13 14 16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-7.1292604838405484 519.77363799483692 31631.265493021499 79.291771622264108 381.5467909435946 -43805.854197933804 -34445.077749515505 21156.561450855152 65572.485918719947 -15675.656077072717 -47048.188888494318 -4079.2569022472994 92101.920833333337 -12604.637475168349 -140746.91182391829 98686.347849264712 5650.8354508463544 -10356.647809128535 19761.258948863637 -22886.350109863284 -26486.438327752974 -5925.5432504632699 76421.558305027182 -54200.964337158206 4822.0136668371779 104753.30895470729 -230104.03571428574 -106980.69128253993 -7294.2410562700215 -191575.35271739133 -29425.727669240692
leaf_weight=3996272 148006 685 149384 16021 190 258 74 26 876 55 81 27 1637 52 170 480 168 22 32 21 449 23 88 126 79 21 134 2279 23 405
leaf_count=3996272 148006 685 149384 16021 190 258 74 26 876 55 81 27 1637 52 170 480 168 22 32 21 449 23 88 126 79 21 134 2279 23 405
internal_value=0 88.5094 -278.568 -2460.37 -7828.89 -11386.4 -2927.48 -17553.2 -29075.5 -49454.4 -75895.8 -22456.4 -6991.49 -4282.45 10133.9 -7530.13 35161.6 -93028.3 69453.4 84923.9 12847.3 23436.5 -27135 37450.4 64320.9 -103596 -123662 -11431.5 -32199.9 -38139.4
internal_weight=0 321892 173886 24502 8481 7236 3051 4185 1452 576 291 285 2772 2582 945 554 391 74 223 191 1245 796 111 279 153 210 155 2733 454 428
internal_count=4318164 321892 173886 24502 8481 7236 3051 4185 1452 576 291 285 2772 2582 945 554 391 74 223 191 1245 796 111 279 153 210 155 2733 454 428
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 5 3 3 0 0 5 2 4 3 5 3 3 3 6 5 5 3 0 0 5 5 0 5 5 5
split_gain=3.01983e+11 2.69281e+12 8.27517e+12 1.81255e+13 2.86299e+13 1.66977e+13 1.78271e+13 1.56292e+13 3.30654e+13 1.8012e+13 1.51209e+13 1.27112e+13 1.84037e+13 1.4505e+13 1.5449e+13 1.79252e+13 1.086e+13 2.25906e+13 1.13818e+13 1.04082e+13 1.38642e+13 1.11315e+13 1.0629e+13 1.56077e+13 1.36953e+13 1.00513e+13 1.00439e+13 9.17944e+12 2.14966e+13 1.20877e+13
threshold=30.305955500000003 30.259484550000003 12.500000000000002 59.990816400000007 59.963407450000012 81.00500000000001 15.500000000000002 24.500000000000004 59.846652800000008 59.834458500000004 35.505000000000003 10.500000000000002 3.5000000000000004 13.500000000000002 67.520000000000024 16.500000000000004 20.500000000000004 19.500000000000004 1.5000000000000002 79.730000000000018 36.995000000000012 12.500000000000002 60.003414000000006 59.853570100000006 53.385000000000012 62.385000000000012 59.882016200000002 37.75500000000001 37.305000000000007 38.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 6 -4 -8 9 -9 -11 -3 13 19 16 -16 17 18 -15 20 21 -13 23 -22 -25 -6 -10 28 -5 -29
right_child=-2 2 3 27 25 -7 7 8 26 10 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=65.900861969885725 5.4028629134847881 -998.23171300788329 -71519.994949127911 4653.3603044356068 -105810.58446800595 73712.661375000011 10286.549941871281 -937.21555254536293 70966.071370967751 -62135.637559217088 -165951.28812500002 1887.1978285047744 -88505.479795258623 19967.220033573325 -85412.074307105664 -12860.358211669924 -7618.9146036746724 99782.493327985503 -10055.080877770713 34473.563256048386 -25701.447046232875 -64450.189762931041 -20544.604372426627 -53320.922991652718 -140157.38945312501 -19677.841718750002 -19929.245068359378 54022.744003563595 -28478.294699346821 7503.1235269382087
leaf_weight=138955 4145141 27538 43 992 42 25 273 31 31 47 20 198 29 306 42 180 548 28 215 31 73 29 148 42 32 20 20 57 244 2784
leaf_count=138955 4145141 27538 43 992 42 25 273 31 31 47 20 198 29 306 42 180 548 28 215 31 73 29 148 42 32 20 20 57 244 2784
internal_value=0 -129.437 -926.174 3004.19 -14001.8 -5900.83 -10181.1 -3930.95 -29980.5 -63963.8 -93125.4 -1544.19 -9452.91 -8228.28 -2528.66 -26586.4 2339.9 12280.6 7577.98 -21822.8 -25166.1 -6587.62 -39462.1 -58508.3 -90871.8 -78025.8 35320.8 5306.7 -1887.19 8436.46
internal_weight=0 173023 34068 4629 552 490 465 422 149 98 67 29439 1901 1872 1319 222 1097 549 521 553 522 227 295 147 74 62 51 4077 1236 2841
internal_count=4318164 173023 34068 4629 552 490 465 422 149 98 67 29439 1901 1872 1319 222 1097 549 521 553 522 227 295 147 74 62 51 4077 1236 2841
is_linear=0
shrinkage=0.1


Tree=4874
num_leaves=31
num_cat=0
split_feature=0 2 3 1 3 0 1 3 3 4 1 5 5 5 5 5 5 5 3 1 5 6 1 5 1 1 6 2 5 5
split_gain=3.19009e+11 3.6291e+12 6.16592e+12 7.93427e+12 1.03783e+13 1.10102e+13 1.33761e+13 8.89575e+12 2.41468e+13 2.85773e+13 2.76875e+13 2.32917e+13 3.97464e+13 2.90976e+13 2.21146e+13 1.79652e+13 1.7541e+13 1.27212e+13 1.73735e+13 1.76196e+13 1.67959e+13 2.08364e+13 1.56054e+13 2.76822e+13 1.18712e+13 1.62906e+13 1.60964e+13 1.29014e+13 1.19988e+13 1.15284e+13
threshold=60.035045000000004 10.500000000000002 26.500000000000004 30.434657650000002 23.500000000000004 60.042666650000008 30.451272450000005 19.500000000000004 20.500000000000004 1.0000000180025095e-35 30.332994000000003 54.990000000000002 33.395000000000003 52.710000000000008 46.810000000000009 114.05000000000001 76.00500000000001 62.995000000000012 17.500000000000004 30.425002000000003 59.510000000000012 1.5000000000000002 30.226173900000003 81.00500000000001 30.332994000000003 30.315880100000005 1.5000000000000002 12.500000000000002 89.00500000000001 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 15 9 -9 11 12 -11 14 -14 17 -13 20 22 -20 -3 -22 23 -19 25 29 -26 28 -28 -24
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 -12 16 13 -15 -16 -17 -18 18 19 -21 21 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=4.5896562047433411 119.72009905594885 -6331.4017660370628 4024.7530779713279 -42659.304186817957 14876.34718870709 1250.1026950637499 10032.933415965546 -34437.099247648279 -2485.8183114946123 77177.593407678098 -20882.313282512798 83197.934691373972 -10220.71165715998 -108384.79389204546 48668.795037109376 60093.718828124998 -3394.6978987068965 -41655.250730846776 -55773.283995409605 27104.149638671879 -29427.570880371095 46782.325381397641 -48062.557569627643 80080.519031540898 84906.6552734375 -84765.082991536474 30471.776830308707 -34802.843128770888 -53474.285295758935 3528.9764973958336
leaf_weight=4198450 95020 3447 2040 126 538 4416 78 98 12336 93 116 121 176 22 100 40 29 31 177 30 50 127 77 47 20 48 90 101 21 99
leaf_count=4198450 95020 3447 2040 126 538 4416 78 98 12336 93 116 121 176 22 100 40 29 31 177 30 50 127 77 47 20 48 90 101 21 99
internal_value=0 -160.962 -1241 -1715.18 1731.57 200.855 -22512.3 -2731.32 -1423.32 15937 23450.9 32956.7 20105.1 2293.85 11116.1 -6618.51 66456.7 -7229.84 -19168.6 -43762.1 -4788.73 25254.1 -9635.12 31698.4 -16705.3 -33125.8 -851.095 -8941.45 14590.1 -19042.3
internal_weight=0 119714 24694 22654 5158 4620 204 17496 13091 755 657 541 391 298 276 4405 150 4365 741 207 3624 177 534 78 456 224 232 212 111 176
internal_count=4318164 119714 24694 22654 5158 4620 204 17496 13091 755 657 541 391 298 276 4405 150 4365 741 207 3624 177 534 78 456 224 232 212 111 176
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=31
num_cat=0
split_feature=0 3 5 5 1 1 2 3 3 2 5 4 2 2 5 5 2 3 0 5 5 5 5 3 1 5 4 5 2 0
split_gain=3.03958e+11 1.37573e+12 1.31493e+12 3.1654e+12 2.85107e+12 7.40046e+12 1.19848e+13 3.06296e+13 1.25316e+13 7.45804e+12 7.64074e+12 7.73019e+12 6.05638e+12 1.00748e+13 7.20414e+12 5.44774e+12 4.99978e+12 4.58958e+12 6.39718e+12 4.1769e+12 5.1525e+12 3.70925e+12 3.6079e+12 1.07519e+13 7.482e+12 6.7465e+12 6.58465e+12 3.65323e+12 3.55311e+12 7.12534e+12
threshold=61.785186750000001 20.500000000000004 71.715000000000018 69.015000000000015 34.359746700000009 35.911716050000003 4.5000000000000009 5.5000000000000009 5.5000000000000009 3.5000000000000004 92.035000000000011 3.5000000000000004 4.5000000000000009 2.5000000000000004 87.395000000000024 77.00500000000001 11.500000000000002 15.500000000000002 63.563300600000012 96.015000000000015 87.395000000000024 93.00500000000001 86.02500000000002 4.5000000000000009 39.826386800000009 128.92000000000004 3.5000000000000004 103.45000000000002 4.5000000000000009 63.563300600000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 12 6 7 9 -8 10 11 -6 13 -4 15 -15 22 18 19 20 -14 -16 -7 25 -25 26 -24 -28 29 -26
right_child=1 -3 4 -5 5 16 8 -9 -10 -11 -12 -13 17 14 21 -17 -18 -19 -20 -21 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=2.2075536303477654 -317.63263849696853 -26537.202348632814 -11616.603714144432 -6072.71134742514 7545.3569233141452 4771.9986004103921 124701.07202148438 121573.84503906251 24385.209706439397 -57175.89235491072 37945.125130208333 -65906.765828804346 -39149.307936789774 24399.58984375 78565.504359019891 -26156.814743589744 -28356.612858664776 14197.18440638951 5216.4746121651788 -6882.0976748511912 -100364.28359375001 29292.062277343754 -76679.503568412169 -53004.672870318092 25960.396299310378 7079.8953016493069 -3892.4141047297303 -56939.352265625006 -3429.8432541131233 -4842.026126534598
leaf_weight=4288474 25450 20 236 993 38 1655 20 20 33 28 36 23 44 47 22 39 55 28 35 21 20 50 37 24 162 36 37 20 321 140
leaf_count=4288474 25450 20 236 993 38 1655 20 20 33 28 36 23 44 47 22 39 55 28 35 21 20 50 37 24 162 36 37 20 321 140
internal_value=0 -318.863 -301.189 -533.75 1604.48 2939.95 21546.4 6672.03 62240.3 -11712.3 1411.26 -20149.7 -5011.24 1467.49 21010.8 1472.85 1458.62 -22258.7 -30765 -45580.9 -58279 44347.8 2132.89 -3488.37 1784.56 -29731.3 -43829.2 -22505.4 3895.22 11681.1
internal_weight=0 29690 29670 26443 3227 2685 198 145 53 125 97 61 542 394 158 86 2487 148 120 85 64 72 2432 777 647 130 94 57 623 302
internal_count=4318164 29690 29670 26443 3227 2685 198 145 53 125 97 61 542 394 158 86 2487 148 120 85 64 72 2432 777 647 130 94 57 623 302
is_linear=0
shrinkage=0.1


Tree=4876
num_leaves=31
num_cat=0
split_feature=0 1 0 3 3 0 5 3 1 3 3 1 3 6 5 5 0 6 0 0 5 5 5 0 5 5 5 2 5 2
split_gain=3.02143e+11 4.8135e+12 9.09293e+12 2.10066e+13 2.54823e+13 2.46077e+13 2.67657e+13 2.45606e+13 6.71441e+13 4.67144e+13 9.49114e+13 2.2648e+13 2.4269e+13 2.02883e+13 2.01172e+13 3.84481e+13 1.8321e+13 2.77821e+13 2.84684e+13 3.51121e+13 2.10234e+13 1.86015e+13 1.69721e+13 1.66536e+13 1.59403e+13 1.41651e+13 4.20222e+13 2.05806e+13 1.31993e+13 1.63423e+13
threshold=59.896318000000008 30.160599000000001 60.042666650000008 16.500000000000004 17.500000000000004 60.017447350000005 58.305000000000007 8.5000000000000018 30.102666750000001 5.5000000000000009 6.5000000000000009 30.102666750000001 9.5000000000000018 1.5000000000000002 56.505000000000003 87.395000000000024 60.003414000000006 1.5000000000000002 59.916647550000008 59.982527000000012 75.750000000000014 53.995000000000012 55.990000000000002 60.003414000000006 38.210000000000008 49.010000000000012 55.730000000000011 3.5000000000000004 97.050000000000011 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 22 7 13 8 16 14 -11 28 -13 -7 -10 23 17 -2 -19 21 -21 -20 -5 -16 -6 -18 -27 -28 29 -9
right_child=1 -3 -4 4 24 6 -8 11 9 10 -12 12 -14 -15 15 -17 25 18 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-7.5073085069325591 39034.647372494102 164.61678245442999 884.8347981893196 23475.586751708986 24853.745741937102 -58730.577761008521 -62858.661273437508 -12914.991864171454 -2176.7934135592714 271748.1173076923 4060.3414803964124 -134805.08164062499 -31869.458968530114 -6081.837634473779 175502.57789713543 -27741.422701822914 -58384.715601562501 -665.24884984272569 -47791.120789930559 -12919.340789315589 -75698.470413306452 -150932.41599264706 91273.8861735026 66024.020691287878 -7920.3089855937378 160394.82380859376 -2662.942027564859 52457.192230425826 -61230.448999023443 15491.449969829777
leaf_weight=3996272 106 311276 5383 160 195 88 150 1146 98 26 27 27 151 435 24 30 25 659 36 382 62 34 48 33 621 20 265 91 48 246
leaf_count=3996272 106 311276 5383 160 195 88 150 1146 98 26 27 27 151 435 24 30 25 659 36 382 62 34 48 33 621 20 265 91 48 246
internal_value=0 93.2028 -2000.76 -4969.06 7876.18 -8094.15 -25620.6 -4758.37 2896.33 52606.6 135379 -13832.4 -47483.3 -14940.5 28893.4 63892.1 -4145.95 -9993.28 -14423.8 -32063.6 -21685.8 -97888.3 39121.3 112120 -88.2738 14504.2 19350.6 11426.8 -9672.74 -7894.89
internal_weight=0 321892 10616 5233 1024 4209 673 3536 1918 238 53 1618 178 523 185 87 1680 1279 1173 514 444 70 208 57 816 401 376 356 1440 1392
internal_count=4318164 321892 10616 5233 1024 4209 673 3536 1918 238 53 1618 178 523 185 87 1680 1279 1173 514 444 70 208 57 816 401 376 356 1440 1392
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=31
num_cat=0
split_feature=0 1 1 5 6 3 1 3 3 3 3 5 1 3 2 1 3 3 5 3 0 2 4 0 3 2 5 3 5 5
split_gain=3.13535e+11 4.77099e+12 7.87136e+12 1.32254e+13 9.32206e+12 1.21801e+13 1.49847e+13 7.34203e+12 5.35827e+12 5.29313e+12 7.6879e+12 5.2439e+12 1.19389e+13 1.62934e+13 1.95551e+13 1.67299e+13 1.66731e+13 1.3847e+13 1.2598e+13 1.24176e+13 1.2046e+13 1.01295e+13 9.20354e+12 3.90234e+13 5.17362e+13 3.03937e+13 4.22231e+13 5.63478e+13 4.534e+13 2.34906e+13
threshold=60.063729500000008 30.410108300000001 30.362552800000003 71.715000000000018 1.5000000000000002 5.5000000000000009 30.388336800000001 15.500000000000002 9.5000000000000018 12.500000000000002 17.500000000000004 38.210000000000008 30.102666750000001 8.5000000000000018 7.5000000000000009 30.278357500000002 3.5000000000000004 3.5000000000000004 78.010000000000005 2.5000000000000004 60.693675950000006 4.5000000000000009 1.5000000000000002 60.693675950000006 4.5000000000000009 2.5000000000000004 44.410000000000004 8.5000000000000018 47.815000000000005 44.205000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -4 6 -6 -5 -7 -10 -11 -2 17 15 -15 16 20 -13 21 -17 -14 -18 23 24 -19 29 -27 28 -28 -26
right_child=1 -3 3 7 5 8 -8 -9 9 10 -12 12 13 14 -16 19 18 22 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=3.5770670729354324 1700.3115907398933 185.03151724146778 11127.210692039696 -26822.102370273922 -48930.304916487075 -48478.372403971356 32805.58461174243 -83397.799499511719 2461.9300130208335 -41737.917243719101 -8765.3057592464393 -13542.757334105438 26789.390528485932 6582.155711685984 -7253.6346016432281 17010.103067555148 -7217.0472586172609 165557.58062918528 -67543.662383643619 -48068.433373249754 -28174.097028996395 -38739.331751150683 2255.4209300088692 -28885.747122867964 13282.194050202546 8858.8968708147331 248778.10619419641 -5381.052349668561 65389.732985276438 -94842.368768310553
leaf_weight=4243385 4187 60502 222 81 29 60 99 32 108 128 158 484 171 1520 3115 34 486 28 47 213 52 129 2450 131 54 140 28 33 26 32
leaf_count=4243385 4187 60502 222 81 29 60 99 32 108 128 158 484 171 1520 3115 34 486 28 47 213 52 129 2450 131 54 140 28 33 26 32
internal_value=0 -202.983 -1847.28 -10809.7 -6307.43 -12957.8 14287.3 -42843.5 -20639.2 -16399.7 -23522.3 -1232.12 -2570.63 -5343.14 -2716.33 -16098.7 -9676.25 2123.76 -17642.6 -39110.3 13972.8 -13829 4718.77 17505.2 35326.9 23676.9 42857.2 97567.2 160480 -26950.2
internal_weight=0 74779 14277 917 804 582 128 113 454 394 286 13360 9173 5767 4635 1132 885 3406 662 247 223 615 2922 472 341 313 227 87 54 86
internal_count=4318164 74779 14277 917 804 582 128 113 454 394 286 13360 9173 5767 4635 1132 885 3406 662 247 223 615 2922 472 341 313 227 87 54 86
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=31
num_cat=0
split_feature=0 2 5 1 1 5 2 1 5 4 0 5 5 4 5 5 5 5 2 1 6 3 1 4 5 2 5 5 1 3
split_gain=3.09856e+11 1.22749e+12 1.1654e+12 1.68744e+12 1.23939e+13 9.38906e+12 6.60035e+12 6.4361e+12 6.17603e+12 9.02553e+12 9.18174e+12 2.01402e+13 6.02947e+12 8.55398e+12 5.48277e+12 2.04238e+13 9.67373e+12 1.16345e+13 9.76106e+12 8.61962e+12 1.38788e+13 2.65665e+13 1.69186e+13 3.42881e+13 2.44281e+13 1.01587e+13 8.64759e+12 7.39866e+12 7.30546e+12 1.27323e+13
threshold=61.785186750000001 16.500000000000004 32.005000000000003 40.810045900000013 52.395917250000004 67.520000000000024 2.5000000000000004 49.964253350000007 81.00500000000001 3.5000000000000004 63.563300600000012 97.050000000000011 64.020000000000024 3.5000000000000004 67.990000000000023 68.00500000000001 66.990000000000023 66.040000000000006 6.5000000000000009 34.359746700000009 1.5000000000000002 4.5000000000000009 35.911716050000003 3.5000000000000004 81.00500000000001 4.5000000000000009 87.395000000000024 69.610000000000014 39.826386800000009 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 7 8 -5 12 10 11 -10 -4 -14 16 -16 17 -8 -18 25 27 -22 23 24 -23 26 -17 -21 -24 -30
right_child=1 -3 3 4 -6 -7 14 -9 9 -11 -12 -13 13 -15 15 19 18 -19 -20 20 21 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=2.2288676402791552 -1943.25040450494 15492.457529496176 -3150.9560054837848 -30670.246122309847 134.24814521965229 -35358.496460552364 1911.4744788630539 -4949.8535846202758 -106921.85521484376 1045.3212686779432 7864.7949580439818 2531.0848599137935 14498.632006597752 -23325.058599330358 89834.904107862909 -3263.2543371302481 -58667.718014705883 70322.630515625002 18669.473437500001 41208.104275760139 -53753.748876953126 50165.72146990741 -24336.451707175929 -13309.442089843751 178422.87310606061 -19716.7080814209 39878.088173421223 -6914.859878931291 90968.676353717688 14979.329745350715
leaf_weight=4288474 3967 49 2790 106 15287 129 4426 1184 40 103 27 29 410 70 31 131 51 25 24 37 32 27 27 28 33 200 72 234 29 92
leaf_count=4288474 3967 49 2790 106 15287 129 4426 1184 40 103 27 29 410 70 31 131 51 25 24 37 32 27 27 28 33 200 72 234 29 92
internal_value=0 -321.941 -348.084 -101.608 -695.598 -9635.6 1004.9 -7063.31 -2410.76 -19514.9 -41574.2 -60919.9 -1369.87 8982.68 3159.65 9969.84 1695.6 2295.72 -33919.8 7341.58 15612.9 31749.1 43342.7 78065.5 120707 -3721.11 12038.1 -344.566 22696.7 33191.7
internal_weight=0 29690 29641 25674 16706 1419 8968 1290 3469 199 96 69 3270 480 5499 973 4526 4451 75 942 539 268 236 88 60 403 203 271 148 121
internal_count=4318164 29690 29641 25674 16706 1419 8968 1290 3469 199 96 69 3270 480 5499 973 4526 4451 75 942 539 268 236 88 60 403 203 271 148 121
is_linear=0
shrinkage=0.1


Tree=4879
num_leaves=31
num_cat=0
split_feature=3 1 0 1 6 0 1 3 3 5 0 5 6 3 5 5 5 1 1 5 0 0 5 2 4 0 5 5 5 0
split_gain=2.9095e+11 3.33804e+12 7.48408e+12 1.81571e+13 2.74782e+13 2.41727e+13 2.60207e+13 2.20944e+13 2.0875e+13 1.94601e+13 1.73875e+13 1.04505e+13 9.57555e+12 9.36762e+12 9.27631e+12 2.47441e+13 2.38461e+13 2.9448e+13 3.45895e+13 2.52758e+13 2.02416e+13 5.06668e+13 5.45311e+13 2.63581e+13 1.93713e+13 2.56787e+13 1.86529e+13 1.73311e+13 1.56836e+13 1.38451e+13
threshold=19.500000000000004 60.611165000000007 56.791364150000007 60.695889550000011 1.5000000000000002 56.782419000000012 60.837513500000007 25.500000000000004 27.500000000000004 83.010000000000005 56.782419000000012 39.995000000000012 1.5000000000000002 26.500000000000004 70.50500000000001 73.405000000000015 64.020000000000024 82.926290250000008 82.958618050000013 69.015000000000015 55.050600750000008 55.039751500000008 66.990000000000023 7.5000000000000009 1.5000000000000002 54.978840000000005 45.005000000000003 65.50500000000001 48.910000000000004 54.990279300000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 13 6 8 11 9 12 -9 -6 -5 -3 16 -16 24 19 -19 20 21 -18 -23 -24 28 26 -26 -20 -8 -27
right_child=1 2 -4 5 7 -7 14 10 -10 -11 -12 -13 -14 -15 15 -17 17 18 27 -21 -22 22 23 -25 25 29 -28 -29 -30 -31
leaf_value=9.4740245322311978 42.302581677350389 19331.939869966398 -2629.276764785398 30083.810650220126 5566.006138023964 -13942.180094198216 -1128.6054785043968 51218.633136917371 -2524.258547528585 119676.47760416668 -321.11394889987247 -20631.234327865743 5507.500313348286 52161.677797506316 14066.231582828152 373.17937280713727 -22296.044921058477 7708.7185176767416 -28853.987381424868 -44180.973345892613 -25773.048660403583 149766.96503655851 121296.74062500001 -3166.7635082579495 17218.779761426696 20970.586906750341 -14866.108058861024 -6693.2577355999565 -9718.166216698175 3687.5057233564035
leaf_weight=3810546 424561 712 15543 483 234 1304 27903 118 450 21 147 436 236 99 1458 13911 299 1629 468 335 536 39 20 114 214 484 1182 1435 2301 10946
leaf_count=3810546 424561 712 15543 483 234 1304 27903 118 450 21 147 436 236 99 1458 13911 299 1629 468 335 536 39 20 114 214 484 1182 1435 2301 10946
internal_value=0 -71.1188 -650.893 -195.432 9869.51 -462.635 -189.966 -1814.09 14460.1 24788.5 22628.7 -11481.8 22017 23339.5 -465.491 1672.19 -1151.31 -7779.83 -2987.26 -20384 -12475.2 2625.67 45698.5 15409.9 -400.342 2855.63 -9947.65 -12143.2 -1782.98 4419.35
internal_weight=0 507618 83057 67514 1746 65768 64464 935 1190 740 265 670 719 811 63274 15369 47905 4875 3532 1343 1008 472 173 134 43030 12826 1396 1903 30204 11430
internal_count=4318164 507618 83057 67514 1746 65768 64464 935 1190 740 265 670 719 811 63274 15369 47905 4875 3532 1343 1008 472 173 134 43030 12826 1396 1903 30204 11430
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=31
num_cat=0
split_feature=5 3 0 0 5 1 2 2 1 2 3 4 0 1 1 1 4 3 2 2 5 2 2 2 2 5 1 3 1 0
split_gain=2.83303e+11 1.72638e+12 6.74928e+12 1.83536e+13 3.08551e+13 3.75662e+13 2.54969e+13 2.14737e+13 2.38129e+13 1.84969e+13 3.67597e+13 1.66162e+13 1.46609e+13 3.25342e+13 3.03514e+13 2.63351e+13 1.73124e+13 1.31767e+13 1.22477e+13 2.28475e+13 1.80765e+13 1.67025e+13 1.50803e+13 1.15347e+13 1.55163e+13 3.03359e+13 3.79063e+13 3.7479e+13 4.61807e+13 5.30391e+13
threshold=96.015000000000015 10.500000000000002 55.899899800000007 55.87722990000001 99.555000000000021 37.542000650000013 5.5000000000000009 2.5000000000000004 37.597123000000003 14.500000000000002 32.500000000000007 3.5000000000000004 55.91302515000001 37.792847950000002 37.597123000000003 37.39371280000001 3.5000000000000004 16.500000000000004 11.500000000000002 17.500000000000004 105.35000000000001 13.500000000000002 5.5000000000000009 8.5000000000000018 6.5000000000000009 109.05000000000001 39.694727950000008 13.500000000000002 39.739656000000004 47.208883950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 23 5 -5 -7 8 -6 -8 -11 18 13 14 15 16 -4 -13 20 21 -9 -20 -22 24 -3 26 -26 -28 29 -29
right_child=1 2 12 4 7 6 9 11 -10 10 -12 17 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=4.8518071210622082 -454.84918548672732 811.90240454274056 71056.65764160156 56318.863904587764 -99858.282406850965 -146244.81384943181 12056.641988636366 27497.138593750002 26484.557522321429 -164519.51869055707 9034.1109374999996 89412.795442708346 -903.85895853173304 -81017.034492722611 44030.575685918906 -62923.541209228511 -24303.69328457447 11699.660764160157 47524.541037597664 83602.861019736854 40497.552644230775 -74029.001149338947 132398.44107662921 -741.4995796152557 11891.969623981773 15137.529206312887 20878.191200105324 -182537.34503676472 -12093.306422065372 -37390.227824606358
leaf_weight=4168594 79343 15711 32 47 26 22 55 50 35 23 26 24 21671 73 84 100 47 240 20 38 26 26 57 26449 1388 2483 293 34 1050 97
leaf_count=4168594 79343 15711 32 47 26 22 55 50 35 23 26 24 21671 73 84 100 47 240 20 38 26 26 57 26449 1388 2483 293 34 1050 97
internal_value=0 -135.222 225.894 888.177 16790.6 -19978.9 -48439.1 28527 -27366.5 -27749.5 -72429.8 35615.3 -1225.25 -21953.8 -5559.87 -28831.4 14323.3 18764.5 56115.9 26222 74996.3 -21179.6 103610 648.829 2395.26 7049.35 32.2398 -11135.5 -19078 -75062
internal_weight=0 149570 70227 48220 715 173 126 542 61 104 49 481 22007 336 263 179 79 264 217 84 133 46 83 47505 21056 5345 2862 1474 1181 131
internal_count=4318164 149570 70227 48220 715 173 126 542 61 104 49 481 22007 336 263 179 79 264 217 84 133 46 83 47505 21056 5345 2862 1474 1181 131
is_linear=0
shrinkage=0.1


Tree=4881
num_leaves=31
num_cat=0
split_feature=0 0 1 6 3 1 1 3 1 5 2 2 4 1 3 3 5 3 1 1 3 2 3 2 5 2 5 5 2 5
split_gain=2.97112e+11 4.75835e+12 1.74918e+13 1.19379e+13 2.13583e+13 2.79418e+13 3.0889e+13 2.52474e+13 2.28412e+13 3.89102e+13 3.07815e+13 5.52824e+13 6.31618e+13 4.83615e+13 3.81224e+13 3.01e+13 2.6282e+13 2.33449e+13 2.19696e+13 3.34886e+13 2.53572e+13 2.38773e+13 2.34062e+13 2.9788e+13 2.13665e+13 1.85754e+13 3.18353e+13 1.8313e+13 1.72536e+13 1.64174e+13
threshold=59.896318000000008 59.882016200000002 30.578016350000002 1.5000000000000002 19.500000000000004 30.425002000000003 30.434657650000002 15.500000000000002 30.362552800000003 41.505000000000003 3.5000000000000004 4.5000000000000009 2.5000000000000004 30.323743050000001 18.500000000000004 12.500000000000002 45.610000000000007 8.5000000000000018 30.451272450000005 30.434657650000002 22.500000000000004 15.500000000000002 20.500000000000004 2.5000000000000004 68.52500000000002 10.500000000000002 74.010000000000005 69.610000000000014 12.500000000000002 36.005000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 10 -10 14 12 13 16 15 -3 -12 -15 19 21 -21 22 23 -6 -23 26 -9 -20 -25 -5
right_child=-2 2 -4 29 18 6 7 25 9 -11 11 -13 -14 17 -16 -17 -18 -19 27 20 -22 24 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.66051319758169003 92.42360381593852 -13405.284023152502 -21187.806080715603 6165.999496177089 21823.08900264524 49443.811965419576 -719.83184467586671 27591.212055933756 5737.6260528029061 -83958.163027808783 -5880.8158982213345 3044.975576916534 -50913.20695482337 81832.691357421878 -63118.409418229414 50482.706317349141 86596.69084821429 197076.48133012821 10781.724138316073 -53684.270882533972 -10228.343542972099 21684.474750346522 13335.946073889769 -28398.02796926364 116061.9717548077 -63.767299247588085 109014.39457138837 73412.48251096491 12774.540271586757 -7292.3642797816638
leaf_weight=3980885 321892 484 450 1122 212 251 732 258 114 84 60 1636 46 32 133 87 63 39 258 142 2469 310 705 568 26 149 59 57 124 4717
leaf_count=3980885 321892 484 450 1122 212 251 732 258 114 84 60 1636 46 32 133 87 63 39 258 142 2469 310 705 568 26 149 59 57 124 4717
internal_value=0 -7.44454 -1762.59 -1177.38 1087.42 6288.62 17546.1 10863.1 416.716 -32315.1 2928.7 9619.91 54439 79419.4 -14901.9 -3671.04 41485.7 145136 -3426.12 -5192.02 -12591.7 4741.44 -321.753 -10972.9 28987.5 29057.7 42745.7 22114.9 -21020.3 -4706.26
internal_weight=0 3.99627e+06 15387 14937 9098 4227 1449 1198 2778 198 2580 1876 240 194 704 571 123 71 4871 4556 2611 1945 1609 904 336 466 317 315 692 5839
internal_count=4318164 3996272 15387 14937 9098 4227 1449 1198 2778 198 2580 1876 240 194 704 571 123 71 4871 4556 2611 1945 1609 904 336 466 317 315 692 5839
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=31
num_cat=0
split_feature=5 1 1 5 3 5 5 3 3 5 1 0 1 2 5 0 0 4 0 5 3 0 3 2 1 0 0 0 2 0
split_gain=2.91663e+11 2.01262e+12 1.8556e+13 5.09231e+13 2.89334e+13 5.46075e+13 2.75798e+13 2.04417e+13 2.09307e+13 1.66255e+13 1.617e+13 2.83422e+13 1.35533e+13 2.64673e+13 3.03716e+13 1.37925e+13 3.06741e+13 3.17743e+13 3.25178e+13 2.17233e+13 3.65617e+13 3.27534e+13 1.88042e+13 3.88536e+13 3.1428e+13 1.28166e+13 1.23795e+13 1.15121e+13 1.48551e+13 9.87633e+12
threshold=107.05000000000001 39.787929450000007 39.863684800000009 118.33500000000002 9.5000000000000018 132.05000000000004 128.92000000000004 10.500000000000002 5.5000000000000009 177.02500000000003 39.826386800000009 57.60800230000001 39.739656000000004 14.500000000000002 132.05000000000004 57.692655200000004 54.484631300000011 3.5000000000000004 47.272352350000006 123.15000000000002 5.5000000000000009 47.228519500000004 7.5000000000000009 4.5000000000000009 39.753614400000011 47.236539400000005 47.222459950000008 43.592450450000008 2.5000000000000004 47.236539400000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 7 6 -6 -5 8 -3 -8 -10 -12 -2 15 25 16 17 22 19 20 -19 -21 24 -24 -14 -15 -25 28 -26 -28
right_child=1 2 -4 4 5 -7 9 -9 10 -11 11 -13 13 14 -16 -17 -18 18 -20 21 -22 -23 23 26 27 -27 29 -29 -30 -31
leaf_value=3.6970306016912811 -488.45501973069906 5825.9834798177089 78.090358823493432 -48066.926453488377 28124.8174299569 -165937.95010775863 76964.634368596307 -8328.9202654803248 181180.67739257813 -28098.480351562503 -980.75458577473967 136477.66179687501 -154090.97660472975 -42574.440052083337 139759.07940340909 -89712.153421336203 71593.568080357145 -130164.41490478517 -105242.84125000001 15559.262571331521 26707.62306690705 143993.65481770833 57244.106603422624 -6382.2915246212124 -86283.559784226192 60771.897207031252 -114166.6515224359 -94867.897057291673 18516.632154605264 -38547.190297379035
leaf_weight=4232515 35953 24 48741 43 29 29 61 27 24 20 24 40 37 30 22 29 35 24 25 115 39 24 42 33 21 20 39 30 38 31
leaf_count=4232515 35953 24 48741 43 29 29 61 27 24 20 24 40 37 30 22 29 35 24 25 115 39 24 42 33 21 20 39 30 38 31
internal_value=0 -182.696 235.915 24200.2 -10607.6 -68906.6 16661.3 69775.9 88604.7 51023.1 111181 84930.8 -744.04 -15237.8 41845.9 -22551 -18896.9 -25256.6 2342.48 15657.5 -33053.2 37735 -48374.7 -23819.5 -76632.7 -1235.91 -56874.5 -44431 -18785.1 -80678
internal_weight=0 85649 49062 321 182 58 124 139 112 81 88 64 36587 634 72 562 533 498 227 202 63 139 271 145 126 50 103 89 59 70
internal_count=4318164 85649 49062 321 182 58 124 139 112 81 88 64 36587 634 72 562 533 498 227 202 63 139 271 145 126 50 103 89 59 70
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=31
num_cat=0
split_feature=0 3 2 0 3 1 5 3 5 5 5 5 5 1 5 1 1 5 5 1 4 5 5 1 3 3 5 3 5 5
split_gain=2.68639e+11 1.18295e+12 1.20322e+12 4.30937e+12 6.01115e+12 4.55151e+12 9.65925e+12 6.304e+12 6.20932e+12 4.27461e+12 1.35271e+13 3.28191e+12 2.8146e+12 3.33987e+12 2.9146e+12 5.13332e+12 2.81252e+12 4.34342e+12 1.19596e+13 6.02894e+12 2.74523e+12 6.16744e+12 3.06774e+12 2.9078e+12 3.49556e+12 2.709e+12 4.23534e+12 4.69014e+12 3.67498e+12 2.53549e+12
threshold=61.785186750000001 20.500000000000004 7.5000000000000009 63.563300600000012 16.500000000000004 53.243495500000009 90.015000000000015 16.500000000000004 91.050000000000011 45.005000000000003 52.020000000000003 73.995000000000019 71.00500000000001 65.659480050000013 63.455000000000005 57.550671000000001 53.243495500000009 102.01000000000001 88.015000000000015 65.659480050000013 2.5000000000000004 60.905000000000008 64.405000000000015 40.247294600000011 9.5000000000000018 14.500000000000002 28.810000000000006 9.5000000000000018 75.015000000000015 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 16 6 7 9 12 -5 -11 -9 14 -14 -7 -16 29 18 19 -18 21 -12 -23 24 -22 26 -21 28 -28 -4
right_child=1 -3 3 5 -6 8 -8 11 -10 10 20 -13 13 -15 15 -17 17 -19 -20 25 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.0753384673798552 -488.13445551888219 -24611.855273437501 1861.1453790723001 -4247.846992859525 55567.072713216156 -3890.1715870054813 70349.294866071432 -12730.057992015165 -61118.169261532748 49031.952853315306 7295.9436352222001 -57956.695758928574 29768.014526909727 -11096.828651258682 -36432.344216954021 -2894.9504689534506 35758.172287079789 -33625.280403645833 63578.704757612177 41653.526751893944 45687.427496494398 -67368.512499999997 -13316.1328125 1142.8094319661459 -5733.1642382812497 -10112.113588169645 2321.7108592090121 18611.508456349929 -27728.51823836617 -18867.78976372613
leaf_weight=4288474 26890 20 327 287 24 454 21 68 21 78 77 21 45 36 87 96 66 24 39 33 39 21 21 120 20 112 353 172 46 72
leaf_count=4288474 26890 20 327 287 24 454 21 68 21 78 77 21 45 36 87 96 66 24 39 33 39 21 21 120 20 112 353 172 46 72
internal_value=0 -299.765 -283.377 1697.18 5996.5 -1908.35 3456.22 1588.19 -7519.72 4942.77 11957.9 -23401.5 -5952.08 11605.9 -8184.72 -18839 5040.16 8307.51 9533.31 6837.95 2254.01 -9517.56 -40342.3 10079.8 28256.7 4172.12 6820.86 4807.76 -1142.73 -1879.41
internal_weight=0 29690 29670 2780 1268 1512 773 752 739 663 376 89 718 81 637 183 1244 845 821 782 298 119 42 179 59 716 604 571 399 399
internal_count=4318164 29690 29670 2780 1268 1512 773 752 739 663 376 89 718 81 637 183 1244 845 821 782 298 119 42 179 59 716 604 571 399 399
is_linear=0
shrinkage=0.1


Tree=4884
num_leaves=31
num_cat=0
split_feature=3 5 5 1 3 1 1 5 4 0 5 0 5 2 5 5 0 1 0 0 4 0 1 5 1 1 0 1 1 1
split_gain=2.6934e+11 2.11213e+12 7.02451e+12 6.4273e+12 1.09338e+13 6.88926e+12 2.83598e+13 2.10061e+13 2.17339e+13 1.71461e+13 1.55517e+13 1.94755e+13 1.26592e+13 1.05804e+13 1.85004e+13 1.04685e+13 1.04257e+13 1.01345e+13 5.91049e+12 2.90361e+13 8.59798e+12 8.57229e+12 1.69498e+13 1.59004e+13 8.30693e+12 7.85266e+12 2.91097e+13 1.62281e+13 1.25631e+13 8.16797e+12
threshold=3.5000000000000004 90.015000000000015 76.730000000000018 20.507360500000004 2.5000000000000004 30.502469200000004 30.315880100000005 82.00500000000001 2.5000000000000004 59.932719750000011 81.00500000000001 59.820733200000006 79.730000000000018 2.5000000000000004 79.730000000000018 85.020000000000024 59.846652800000008 30.259484550000003 55.535913550000011 55.734663800000007 1.5000000000000002 55.455204450000004 37.792847950000002 82.00500000000001 43.868031300000006 37.944765900000007 55.619594000000006 37.436176200000013 38.058342000000003 37.314272700000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 10 8 -8 -9 12 15 16 14 -10 -12 -5 -18 21 25 24 -7 23 -23 -21 26 29 -28 -27 -20
right_child=-2 -3 3 5 -6 18 7 9 13 -11 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=160.25808197321021 -6.1133822375755837 1551.6960514452328 20417.141193181818 -59491.742484374998 -68605.177882179065 -1457.5775756826865 -73681.122536057694 96420.404025607641 61562.82375000001 10255.599356617648 58383.247139246319 -45685.106300147803 59436.721503075132 90673.411079545462 -54914.315406250003 -25909.875608473558 64969.462062500003 -23389.513454861113 29357.402025462961 8626.6658839026168 -3904.6031288560262 106082.74931066176 -27708.435363769531 -4589.0313058035717 86635.072968750013 49691.509730113641 -66252.418385416662 -182542.59271484378 -29924.041860595702 -38435.936132812501
leaf_weight=224060 4074053 9653 22 25 37 6018 26 72 30 34 34 148 47 22 25 26 25 27 27 43 3279 34 32 21 20 22 30 20 200 52
leaf_count=224060 4074053 9653 22 25 37 6018 26 72 30 34 34 148 47 22 25 26 25 27 27 43 3279 34 32 21 20 22 30 20 200 52
internal_value=0 102.028 42.3433 -2498.53 -35410.4 -2310.72 8674.72 37531.5 5370.22 68782.6 -9491.17 -26202 18539.9 32062.9 8618.67 21856.2 -6423.04 19090.8 -2917.28 -6075.16 -3201.54 -1007.03 30158.3 63826.3 33391.2 -33436 -53057.7 -112768 -22034.2 -15266.1
internal_weight=0 244111 234458 10398 59 10339 541 209 103 106 332 208 124 77 55 60 77 52 9798 3693 3342 6105 87 55 63 351 129 50 222 79
internal_count=4318164 244111 234458 10398 59 10339 541 209 103 106 332 208 124 77 55 60 77 52 9798 3693 3342 6105 87 55 63 351 129 50 222 79
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=31
num_cat=0
split_feature=3 5 5 5 0 1 1 3 5 0 0 1 5 1 1 5 5 6 2 0 1 5 5 5 5 3 2 5 2 2
split_gain=2.63826e+11 3.56098e+12 1.54842e+13 1.02225e+13 7.52981e+12 5.64666e+12 4.94994e+12 5.20236e+12 4.9969e+12 4.76414e+12 3.95345e+12 3.74752e+12 1.06184e+13 1.85634e+13 1.94482e+13 1.12406e+13 8.26065e+12 1.87245e+13 1.65347e+13 1.45408e+13 7.25407e+12 7.11313e+12 7.19314e+12 5.90883e+12 5.2855e+12 2.27246e+13 2.0924e+13 2.02991e+13 7.09202e+12 4.81909e+12
threshold=32.500000000000007 41.810000000000009 41.365000000000002 41.995000000000012 54.736324100000012 37.620907050000007 37.328003200000005 34.500000000000007 39.025000000000013 55.299834250000011 55.56564190000001 37.712318250000003 47.415000000000006 37.777459000000007 37.832345550000007 43.005000000000003 44.005000000000003 1.5000000000000002 28.500000000000004 55.795550600000006 37.726745000000001 42.405000000000008 42.895000000000003 42.605000000000011 45.305000000000007 33.500000000000007 22.500000000000004 44.605000000000011 10.500000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -3 7 8 -6 -8 -4 16 13 15 -15 -13 17 21 19 -19 -14 -5 23 -23 25 -18 28 -28 -27 -22
right_child=1 3 10 11 6 -7 9 -9 -10 -11 -12 12 20 14 -16 -17 24 18 -20 -21 29 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-1.6375567601528933 -43340.918727722172 16866.864518936822 17060.737338362069 -2294.8580963264626 -19261.830272863052 67689.490899658209 43570.800165264431 12.016668915551556 -72733.188276811081 651.82323931086341 -21010.125036301957 85855.410642027244 29142.997268544073 -62299.623251488098 9132.613017347021 27352.198417311447 78672.444207899316 70949.680468749997 88391.280024857959 -32648.209523809528 8907.2129941042567 -20386.625100160258 -17344.681988039269 -72549.541322544654 285.14734371529624 -18044.36585036058 -37520.804403409093 87260.254319763189 -94275.499592391308 -496.13672212055548
leaf_weight=4299294 40 69 29 235 85 32 26 121 22 4923 459 39 92 42 412 208 45 20 33 42 631 39 339 49 6736 26 22 32 23 3999
leaf_count=4299294 40 69 29 235 85 32 26 121 22 4923 459 39 92 42 412 208 45 20 33 42 631 39 339 49 6736 26 22 32 23 3999
internal_value=0 373.097 -1713.71 1277.4 -120.338 32969.1 213.605 -14192.7 -30255.9 877.302 -18747.7 1032.39 3042.82 14527.3 2524.34 36589.5 -394.46 -10309.7 31207.2 770.465 1337.9 -16267.6 -23957.5 -49431.9 695.873 19389.5 -6510.87 36423.5 -53826.3 785.4
internal_weight=0 18870 5705 13165 5217 101 5177 228 107 4949 488 13064 5423 701 454 247 7641 757 95 62 4722 662 427 88 6884 148 103 54 49 4630
internal_count=4318164 18870 5705 13165 5217 101 5177 228 107 4949 488 13064 5423 701 454 247 7641 757 95 62 4722 662 427 88 6884 148 103 54 49 4630
is_linear=0
shrinkage=0.1


Tree=4886
num_leaves=31
num_cat=0
split_feature=0 1 3 0 3 3 5 5 1 2 6 3 5 6 5 5 2 3 5 5 3 2 2 5 0 5 0 4 5 2
split_gain=2.62322e+11 4.14362e+12 7.10323e+12 1.55744e+13 1.70493e+13 3.28851e+13 5.24377e+13 8.18597e+13 2.80153e+13 2.29211e+13 1.77991e+13 1.41531e+13 1.50921e+13 1.35109e+13 1.31215e+13 1.10017e+13 1.24313e+13 1.66365e+13 1.01771e+13 9.91464e+12 1.67688e+13 9.48746e+12 8.96503e+12 8.77522e+12 8.41026e+12 3.34937e+13 2.38531e+13 2.30864e+13 3.31785e+13 1.64672e+13
threshold=59.896318000000008 30.160599000000001 16.500000000000004 60.052595500000002 8.5000000000000018 5.5000000000000009 49.505000000000003 58.755000000000003 30.102666750000001 3.5000000000000004 1.5000000000000002 17.500000000000004 55.730000000000011 1.5000000000000002 36.005000000000003 100.05000000000001 10.500000000000002 14.500000000000002 40.005000000000003 47.815000000000005 10.500000000000002 14.500000000000002 12.500000000000002 62.710000000000008 60.017447350000005 78.710000000000022 60.003414000000006 2.5000000000000004 64.020000000000024 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 24 13 -8 15 -9 -10 12 -4 -7 -13 16 -6 -18 -15 -12 -21 22 -19 -14 26 27 -2 28 -26 -28
right_child=1 -3 11 -5 8 6 7 9 10 -11 19 14 23 18 -16 -17 17 21 -20 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-6.9951248032619588 -8921.3618023334529 153.10269186798868 11256.739487900153 989.28172005562817 -10944.079141394921 47818.397648437502 270347.43941406248 108515.35928994458 -82795.03551989104 -3748.8533203125003 -9189.3597944729572 25875.173017770274 120768.61351562501 -12294.716339849918 -5058.7623184118675 -64726.30669806985 77505.16175130209 16980.755533854168 -96029.951292782745 -129376.04518229168 -32327.652862913994 52253.46292842742 -34946.128964552241 42825.336947866592 -3627.8784727460488 -78925.569552654109 7532.8239913980478 81798.517295619415 -98798.019263916023 52428.211144080531
leaf_weight=3996272 1266 311276 205 4959 1224 25 20 31 76 44 138 162 20 47 893 34 36 66 21 21 117 31 67 52 435 73 381 28 40 104
leaf_count=3996272 1266 311276 205 4959 1224 25 20 31 76 44 138 162 20 47 893 34 36 66 21 21 117 31 67 52 435 73 381 28 40 104
internal_value=0 86.8441 -1855.95 -2835.74 -7221.47 -1895.11 38334.9 90589.2 -14622.5 42653.7 -39942.6 4973.14 25090 -15043.2 -308.717 -8509.51 -7167.25 15946.9 -38154.1 -28142.6 -47095.9 2434.13 -9177.9 64476.2 -5145.32 -15627.2 -1697.26 -6440.73 -11642.2 17159.9
internal_weight=0 321892 10616 9284 4325 2515 188 95 1810 75 352 1332 277 93 1055 1458 1424 200 68 276 138 164 133 72 2327 576 1751 503 475 485
internal_count=4318164 321892 10616 9284 4325 2515 188 95 1810 75 352 1332 277 93 1055 1458 1424 200 68 276 138 164 133 72 2327 576 1751 503 475 485
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 3 0 0 3 3 5 0 6 2 4 5 4 5 3 5 5 3 5 2 5 2 5 5 5
split_gain=3.02256e+11 3.09509e+12 1.18364e+13 1.63489e+13 3.71966e+13 4.4483e+13 6.10599e+13 3.36248e+13 2.73725e+13 3.08846e+13 6.94648e+13 6.79494e+13 4.82999e+13 3.65476e+13 3.13447e+13 2.35845e+13 3.03323e+13 2.77255e+13 3.04379e+13 2.2339e+13 2.68168e+13 3.43385e+13 2.45583e+13 2.1095e+13 3.77255e+13 2.10631e+13 2.014e+13 1.98045e+13 1.97103e+13 1.88145e+13
threshold=30.207352000000004 30.226173900000003 60.063729500000008 60.029906750000002 60.035045000000004 12.500000000000002 11.500000000000002 60.003414000000006 59.950068600000009 22.500000000000004 21.500000000000004 41.995000000000012 59.990816400000007 1.5000000000000002 5.5000000000000009 3.5000000000000004 78.710000000000022 2.5000000000000004 63.855000000000011 9.5000000000000018 88.015000000000015 120.05000000000001 23.500000000000004 55.990000000000002 7.5000000000000009 55.990000000000002 12.500000000000002 59.810000000000009 38.010000000000012 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 19 10 29 -12 23 -14 -15 16 17 18 -7 20 -2 -22 -21 -11 -25 -8 -19 -16 -9 -10
right_child=1 -3 -4 4 -6 15 25 28 9 12 11 -13 13 14 27 -17 -18 26 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=183.65900112084344 526.82924552135671 1.8690168784716434 -15530.898008582451 20853.166172466856 -872.37533861721477 7121.1876814166071 79298.4778529576 391.53920236590164 2106.6534889835161 10848.723027038575 26159.711687360494 199408.7683388158 9416.6074611443983 -76270.81379430971 -7844.1194584803425 77920.772916666669 -115656.3651171875 461.20295138888889 -106626.21783854168 -15529.604742823911 127294.91167763158 -21847.773888221156 22116.401325205647 -22039.606875000001 128921.59072066327 182776.64742398649 109707.77390625 -57569.43972800926 -19165.725652912868 20059.987909135009
leaf_weight=87787 1415 4211803 566 165 6478 1189 42 723 1603 128 56 38 295 134 310 48 20 27 24 2084 38 26 189 25 49 37 45 108 1794 918
leaf_count=87787 1415 4211803 566 165 6478 1189 42 723 1603 128 56 38 295 134 310 48 20 27 24 2084 38 26 189 25 49 37 45 108 1794 918
internal_value=0 -3.81121 -1291.85 -844.309 2497.49 16166.9 55467.4 -3561.01 -171.429 5976.46 11791.4 96196.6 -8519.32 -18998.3 -34183.8 9079.41 6547.31 8449.31 4870.62 -6175.12 3390.55 66705.7 -12399.3 35419.8 77921.2 127763 68740.3 -20691.8 -13548 8644.2
internal_weight=0 4.23038e+06 18574 18008 8075 1597 244 9933 7416 3664 2615 94 1049 847 552 1353 1305 1285 1213 3752 1479 64 2273 202 74 79 72 418 2517 2521
internal_count=4318164 4230377 18574 18008 8075 1597 244 9933 7416 3664 2615 94 1049 847 552 1353 1305 1285 1213 3752 1479 64 2273 202 74 79 72 418 2517 2521
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 2 3 1 1 0 6 3 3 3 1 0 4 4 2 1 4 1 1 1 1 1 1 3 1
split_gain=2.76793e+11 1.86449e+12 8.63899e+12 8.39049e+12 1.93095e+13 1.17938e+13 1.63592e+13 1.23493e+13 1.96252e+13 1.1962e+13 1.73075e+13 1.8204e+13 1.55183e+13 1.15973e+13 1.98437e+13 3.69361e+13 2.17736e+13 2.09817e+13 2.04755e+13 1.41064e+13 1.91731e+13 1.34794e+13 2.41162e+13 2.42181e+13 1.74138e+13 1.28492e+13 2.80864e+13 1.25651e+13 1.24442e+13 2.26787e+13
threshold=107.05000000000001 109.05000000000001 20.507360500000004 30.226173900000003 59.820733200000006 37.417247200000006 6.5000000000000009 14.500000000000002 37.098288800000006 30.370618100000005 55.834684950000003 1.5000000000000002 23.500000000000004 7.5000000000000009 13.500000000000002 37.712318250000003 44.732363600000006 3.5000000000000004 2.5000000000000004 10.500000000000002 39.726951800000002 3.5000000000000004 37.712318250000003 38.92948375000001 38.950530550000003 37.971176850000006 38.233559750000005 37.620907050000007 5.5000000000000009 39.714575750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5 12 -11 -12 -9 28 15 17 19 -15 -17 20 -16 22 -18 -24 -25 -20 -27 -23 -7 -30
right_child=1 -3 3 5 -6 13 -8 9 -10 10 11 -13 -14 14 16 18 21 -19 25 -21 -22 27 23 24 -26 26 -28 -29 29 -31
leaf_value=3.6015562814487705 -40639.432401315797 -51.418855727384894 -33864.869579277663 -3928.3553288739431 30049.142998163137 -1214.150852904281 -25592.876542973925 18735.374468315971 -71341.08966921542 -18008.804236260778 18969.061028645836 126599.75510179925 -68805.119155092601 162024.77436718752 93367.312187500007 -45462.971971176616 55603.582148437505 24607.408593750002 -31748.908372521037 123414.64835937502 -40508.312782420282 -51761.603943879018 -44176.537509835885 76360.570043103449 -2008.91745940898 125843.2150568182 11853.712881383381 -10483.815572591415 -71246.633222415127 -10391.220494730065
leaf_weight=4232515 57 79779 61 532 210 615 472 81 47 29 30 33 27 25 20 66 70 20 65 20 23 109 139 29 1271 22 1237 228 81 251
leaf_count=4232515 57 79779 61 532 210 615 472 81 47 29 30 33 27 25 20 66 70 20 65 20 23 109 139 29 1271 22 1237 228 81 251
internal_value=0 -177.978 -1898.04 -1518.16 15662.6 -2358.28 -10901.9 -2000.62 -9400.55 19422.2 45919.7 75347 -3149.75 132.535 2899.1 11784.1 -3779.75 100950 8897.38 54030.9 21759.4 -5752.7 -1714.49 -4502.72 -260.675 11607.2 13845.6 -23834.8 -9636.62 -25238.5
internal_weight=0 85649 5870 5813 271 5542 1251 779 579 200 92 63 108 4291 3344 1435 1909 45 1390 63 43 1846 1509 1439 1300 1324 1259 337 947 332
internal_count=4318164 85649 5870 5813 271 5542 1251 779 579 200 92 63 108 4291 3344 1435 1909 45 1390 63 43 1846 1509 1439 1300 1324 1259 337 947 332
is_linear=0
shrinkage=0.1


Tree=4889
num_leaves=31
num_cat=0
split_feature=2 3 6 5 0 5 5 5 5 5 5 5 0 0 5 5 5 1 2 0 0 5 3 1 0 1 5 5 2 5
split_gain=2.63759e+11 1.20564e+12 2.69791e+12 4.91415e+12 1.66612e+12 6.81607e+12 2.41874e+12 1.3659e+12 2.7641e+12 2.10484e+12 2.21158e+12 3.55635e+12 2.56905e+12 2.52381e+12 1.24874e+12 4.62185e+12 3.51846e+12 2.82459e+12 1.8263e+12 1.74823e+12 3.09399e+12 3.63729e+12 2.03657e+12 2.16729e+12 2.92567e+12 1.45977e+12 2.3352e+12 1.77555e+12 1.13082e+12 1.08913e+12
threshold=32.500000000000007 37.500000000000007 1.5000000000000002 55.990000000000002 55.806974650000008 52.710000000000008 78.010000000000005 137.05000000000004 97.050000000000011 91.050000000000011 74.610000000000014 68.00500000000001 55.745923000000012 55.826364100000013 42.205000000000005 43.005000000000003 36.005000000000003 37.542000650000013 33.500000000000007 56.819808050000006 55.885524800000006 45.305000000000007 36.500000000000007 37.533784800000006 55.745923000000012 37.559851850000008 40.205000000000005 40.405000000000008 35.500000000000007 57.705000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 5 -3 -6 8 9 10 11 14 -13 -12 16 -16 17 -2 25 20 21 -17 23 24 -23 27 -27 -18 -10 -26
right_child=1 2 3 -5 6 -7 -8 -9 28 -11 13 12 -14 -15 15 19 18 -19 -20 -21 -22 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.37425764324217126 -34659.131633165147 11667.778779560811 56603.360796875 1728.7605590820312 -6856.2269531250004 -56758.894856770843 36517.02839355469 16594.095158617427 -46463.054453125005 24126.009627859934 -38650.037214949327 2831.0617716471356 50724.598177083331 -1714.6851879222975 -45233.630445963543 30068.335943800404 3335.2143509347102 663.0186851626537 39067.034197443187 17602.397034801135 -28802.17881610577 43713.659609374998 -31731.75439453125 -10849.542181706835 -17468.830774456521 18140.775613839287 -27521.023872884114 38649.723958333336 -13238.115755208335 13653.413547585227
leaf_weight=4317174 36 37 25 47 36 24 20 33 20 28 37 24 21 37 30 31 35 61 22 33 52 20 28 118 23 21 24 24 21 22
leaf_count=4317174 36 37 25 47 36 24 20 33 20 28 37 24 21 37 30 31 35 61 22 33 52 20 28 118 23 21 24 24 21 22
internal_value=0 -1632.06 5552.1 20782.4 -3820.42 -15254.2 8634.22 -3327.2 -4183.19 -2758.5 -3835.42 -1899.94 25181.4 -20182.4 -4001.08 -7668.33 1869.81 -12446.2 12890.9 -4221.97 -6671.65 -1916.33 -6615.5 -2772.57 11890.2 7353.63 -6212.18 17700.4 -29445.4 -2253.51
internal_weight=0 990 189 72 117 61 56 801 768 727 699 625 45 74 580 357 223 97 126 327 294 242 211 183 65 104 45 59 41 45
internal_count=4318164 990 189 72 117 61 56 801 768 727 699 625 45 74 580 357 223 97 126 327 294 242 211 183 65 104 45 59 41 45
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=31
num_cat=0
split_feature=4 1 5 1 0 0 1 1 1 0 5 0 0 1 3 1 3 1 0 3 2 3 1 0 1 5 5 0 3 1
split_gain=2.62975e+11 2.6805e+12 5.21142e+12 7.0712e+12 6.84042e+12 2.44195e+13 1.67893e+13 1.12387e+13 1.00492e+13 1.00377e+13 9.78767e+12 8.56542e+12 2.87248e+13 1.77052e+13 4.92969e+13 1.5073e+13 2.04982e+13 1.89813e+13 2.41059e+13 2.76664e+13 3.19156e+13 2.39576e+13 2.87807e+13 2.22266e+13 2.76256e+13 3.66642e+13 2.57977e+13 2.25019e+13 2.06709e+13 1.70929e+13
threshold=1.0000000180025095e-35 39.110397700000007 29.985000000000003 39.007683500000006 55.518428350000008 55.591389050000011 37.998366300000008 37.314272700000011 37.457850350000008 55.416472000000006 31.990000000000006 55.812836050000008 55.842510000000011 37.417247200000006 8.5000000000000018 37.275078000000001 4.5000000000000009 37.66934650000001 55.769960200000007 11.500000000000002 1.5000000000000002 10.500000000000002 37.533784800000006 55.769960200000007 37.726745000000001 37.305000000000007 35.710000000000008 55.795550600000006 13.500000000000002 37.620907050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 8 9 10 -4 -6 15 13 -13 -15 -7 -17 18 19 -18 -21 -20 -23 24 25 -19 -25 -28 -24 -22
right_child=-2 -3 3 -5 5 11 -8 -9 -10 -11 -12 12 -14 14 -16 16 17 23 21 20 29 22 28 26 -26 -27 27 -29 -30 -31
leaf_value=2.0424667551049094 -6.0428356001414976 321.17964169556444 12327.495919043477 -7862.0911411486341 -20270.502511650222 -17908.916304021357 20047.914583333335 -117.02490667777283 -20477.806689874058 78330.080251057952 -74358.305787037039 -11201.906731305804 -1892.1020953436871 -191808.87594401045 -32368.481419206379 -29566.80850682611 61860.212934057752 -10130.708884336891 -69777.149779211948 -85141.701885775867 29927.152907885538 -7419.0244322029803 143795.72725074406 -4453.4706059721329 -3756.7245256121532 -158578.7625279018 138912.36497290825 28191.473726128475 29886.729304273202 -18546.384164641622
leaf_weight=60980 4073891 169320 577 1870 57 291 81 2781 377 24 81 140 5317 24 101 149 181 41 46 29 472 323 21 97 637 28 31 45 66 86
leaf_count=60980 4073891 169320 577 1870 57 291 81 2781 377 24 81 140 5317 24 101 149 181 41 46 29 472 323 21 97 637 28 31 45 66 86
internal_value=0 100.78 -397.106 -2139.04 -1254.79 -2735.26 -22273 2562.82 -28929.3 14963.2 -52017.7 -1302.09 -3493.59 -35626 -62981 3508.35 6275.85 8815.35 16866.3 27680 17140.6 -1346.18 6331.44 -2395.55 -10267.1 -70370.5 29727.8 73353.9 57382 22456.3
internal_weight=0 244273 74953 13973 12103 8721 596 3382 515 601 138 8125 5582 265 125 2543 2252 2103 1224 768 587 456 410 879 706 69 173 76 87 558
internal_count=4318164 244273 74953 13973 12103 8721 596 3382 515 601 138 8125 5582 265 125 2543 2252 2103 1224 768 587 456 410 879 706 69 173 76 87 558
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=31
num_cat=0
split_feature=1 0 5 1 3 3 2 0 5 3 3 1 2 5 1 4 0 0 1 1 4 5 3 5 3 5 5 2 1 5
split_gain=2.64631e+11 6.89255e+12 1.99812e+13 4.32819e+13 3.33991e+13 2.75748e+13 2.09139e+13 2.08179e+13 1.60309e+13 1.63776e+13 4.05239e+13 2.1975e+13 1.70012e+13 3.32653e+13 1.62754e+13 1.8525e+13 1.52573e+13 1.83634e+13 4.6439e+13 3.03656e+13 2.31765e+13 1.80602e+13 3.87546e+13 3.84299e+13 3.39581e+13 2.09338e+13 2.45664e+13 1.98692e+13 1.81868e+13 1.59378e+13
threshold=82.907204800000002 55.055104550000003 51.815000000000005 84.920232800000022 17.500000000000004 18.500000000000004 1.5000000000000002 55.061033200000004 82.00500000000001 8.5000000000000018 6.5000000000000009 82.963712850000022 2.5000000000000004 109.05000000000001 82.981501350000016 3.5000000000000004 55.099723300000008 55.061033200000004 82.933113850000026 82.968597500000016 2.5000000000000004 73.995000000000019 8.5000000000000018 80.00500000000001 4.5000000000000009 54.410000000000004 52.405000000000008 2.5000000000000004 82.975438000000011 73.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 7 -4 -6 14 10 -10 12 13 -11 16 -16 17 18 -8 -20 -21 25 23 -23 -25 26 -19 -26 -24 -27
right_child=1 2 3 -5 5 -7 8 -9 9 11 -12 -13 -14 -15 15 -17 -18 21 19 20 -22 22 28 24 27 29 -28 -29 -30 -31
leaf_value=13.200670770986029 78.473493287113257 339.49285863451377 1200.0713746528963 70.962254489609904 58159.659508048455 1054.5435025504719 7430.6919634344322 -12023.120875264831 -13933.040992419265 -1752.8752699262641 -63119.66650752315 16468.684408005774 -15536.20325180566 138169.49114583334 -16357.527587981496 38709.841434151786 -8878.3394170783558 22756.504139508932 -32844.483446895305 -17178.446969507189 28022.993771958212 -29119.574989136188 18907.56167544346 -49431.552923387098 143431.59675925926 4155.9650435396579 -18863.487277433836 32407.958828125 -42502.315156611694 30816.452505171248
leaf_weight=3362146 785960 95029 3156 45878 149 4759 900 59 746 89 216 287 1802 21 2015 63 6734 175 890 345 169 827 451 31 27 4161 748 40 54 237
leaf_count=3362146 785960 95029 3156 45878 149 4759 900 59 746 89 216 287 1802 21 2015 63 6734 175 890 345 169 827 451 31 27 4161 748 40 54 237
internal_value=0 -46.4244 -623.667 -1843.57 -4856.67 2612.24 -6390.67 38252 -7529.93 -14094.3 -24977 -9333.41 -13206.4 24959.6 -6368.57 -14688 -5273.64 -2592.91 -10301.5 -21668.3 -2316.49 37.8995 -9939.24 -22103 37108.1 2719.22 -10972.4 77148.8 12341 5592.65
internal_weight=0 956018 170058 75029 29151 4967 24184 208 21028 3161 962 2199 1912 110 17867 2078 15789 9055 2304 1404 514 6751 1430 925 98 5321 923 67 505 4398
internal_count=4318164 956018 170058 75029 29151 4967 24184 208 21028 3161 962 2199 1912 110 17867 2078 15789 9055 2304 1404 514 6751 1430 925 98 5321 923 67 505 4398
is_linear=0
shrinkage=0.1


Tree=4892
num_leaves=31
num_cat=0
split_feature=5 2 5 3 3 0 0 1 0 0 1 3 1 1 0 1 1 0 0 0 0 3 0 1 1 4 2 1 1 1
split_gain=3.1659e+11 2.34593e+12 4.78573e+12 1.11043e+13 1.48694e+13 9.73652e+12 2.31834e+13 9.5156e+12 8.83497e+12 1.91261e+13 1.15859e+13 8.69382e+12 2.94239e+13 5.10755e+13 1.86594e+13 1.77073e+13 4.59607e+13 1.80611e+13 3.94029e+13 1.31392e+13 9.83662e+12 8.90348e+12 1.35783e+13 1.61684e+13 1.07647e+13 9.08328e+12 7.84812e+12 1.30604e+13 9.85027e+12 7.75392e+12
threshold=55.405000000000008 7.5000000000000009 54.990000000000002 7.5000000000000009 10.500000000000002 43.592450450000008 43.642715500000008 39.925119750000007 59.853570100000006 59.846652800000008 86.192907650000009 6.5000000000000009 39.739656000000004 39.899261850000009 43.642715500000008 30.315880100000005 30.388336800000001 55.842510000000011 55.745923000000012 43.642715500000008 56.143542450000005 5.5000000000000009 44.039893800000009 42.09605220000001 39.726951800000002 1.0000000180025095e-35 1.5000000000000002 37.214886200000009 40.810045900000013 30.243224600000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 7 -7 -5 9 -8 -10 21 14 -14 -13 -16 -17 18 -18 -15 -21 25 23 24 -23 -4 27 -24 -29 -6
right_child=-2 -3 3 4 29 6 8 -9 10 -11 -12 12 13 19 15 16 17 -19 -20 20 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-60.416737781116325 34.660438934763931 125.65287879651129 54854.129945324319 48012.437200055807 15637.051192299836 -89277.612803021606 -5929.7444705629687 2973.8632913873271 -22334.3824201674 69250.484168198527 35547.748971970017 -89131.499062500006 133140.17742686169 -26163.629358849161 -67720.074586397066 141087.70886230469 -8382.9121755768538 -82579.634375000009 126711.68655598958 53120.39175646552 -2898.5368091816808 -41734.946648406985 41334.478281250005 -4373.0500606142241 -130331.1025390625 662.94368259220846 -604.58737289388876 -55717.02977613367 2729.3892299107142 -623.83731215391879
leaf_weight=1876489 1636543 774233 31 56 306 34 7150 289 529 34 37 25 47 52 34 24 215 26 24 87 49 32 25 58 24 13775 766 92 42 7036
leaf_count=1876489 1636543 774233 31 56 306 34 7150 289 529 34 37 25 47 52 34 24 215 26 24 87 49 32 25 58 24 13775 766 92 42 7036
internal_value=0 -21.1526 -80.7428 -1315.14 -3208.23 -6154.52 -6883.12 10284.5 -6521.65 -5573.94 -18550.6 583.218 12561.8 39900.1 -5899.37 542.744 8573.66 -3427.61 5183.07 16590.1 32937.1 112.788 -8814.42 -41378.1 -79704.7 784.625 -4801.17 -25018.7 -37398 53.8843
internal_weight=0 2.68162e+06 1.90739e+06 30899 15471 8129 7784 345 7750 7184 566 15428 583 235 348 323 289 265 239 188 136 14845 1039 114 56 13806 925 159 134 7342
internal_count=4318164 2681621 1907388 30899 15471 8129 7784 345 7750 7184 566 15428 583 235 348 323 289 265 239 188 136 14845 1039 114 56 13806 925 159 134 7342
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=31
num_cat=0
split_feature=3 3 6 1 0 0 1 0 2 0 5 1 5 1 1 1 0 0 1 1 1 0 5 4 5 5 5 4 1 5
split_gain=3.14304e+11 2.4808e+12 3.12484e+13 3.512e+13 8.23738e+13 4.87657e+13 4.12308e+13 7.79189e+13 1.22096e+14 1.21408e+14 5.72447e+13 4.72281e+13 3.42681e+13 3.24325e+13 2.77212e+14 1.1976e+14 1.92644e+14 9.39053e+13 5.13323e+13 6.95987e+13 6.36862e+13 5.43194e+13 5.41884e+13 5.63762e+13 4.10725e+13 3.18272e+13 3.13575e+13 3.62841e+13 4.0693e+13 3.13443e+13
threshold=10.500000000000002 11.500000000000002 1.5000000000000002 30.243224600000001 59.982527000000012 59.990816400000007 30.315880100000005 59.904813200000007 3.5000000000000004 59.932719750000011 73.010000000000005 30.370618100000005 65.905000000000015 37.620907050000007 37.533784800000006 37.642309100000013 55.777112100000004 55.701368300000006 37.342273500000012 30.410108300000001 37.457850350000008 44.732363600000006 59.810000000000009 2.5000000000000004 69.610000000000014 41.005000000000003 35.505000000000003 2.5000000000000004 30.259484550000003 38.610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 25 7 8 -5 -9 12 29 -10 14 18 16 -15 -16 19 -4 -20 -21 -22 -24 -19 -6 -11 28 -28 -8
right_child=1 -3 13 6 5 -7 11 9 10 26 -12 -13 -14 15 17 -17 -18 24 20 21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=21.004689539885732 25522.670962185333 -15.686962981796189 10106.400680143523 -26258.86208813811 -62981.629002700618 -12101.206403672961 -58.884371369460531 -135443.72719421386 107639.89971472073 31809.617938718544 37825.643462665263 -3302.9532035450475 237934.46054687502 -212470.91436011903 38471.661283863534 104.59406225150288 98989.421646012939 166710.34872217115 73185.286851897064 78688.219314420028 37707.74132903343 -18896.905121226195 -176235.47368164064 22008.683931790867 17570.15119047619 -155770.42389705882 15193.248125382968 34208.876341209972 -31567.121708110612 -31067.141385355484
leaf_weight=2688514 144 1592033 2558 146 81 90 464 64 127 339 130 11510 24 63 139 17250 29 153 216 59 86 1718 32 26 21 68 306 203 475 1096
leaf_count=2688514 144 1592033 2558 146 81 90 464 64 127 339 130 11510 24 63 139 17250 29 153 216 59 86 1718 32 26 21 68 306 203 475 1096
internal_value=0 -34.6525 -837.314 -4324.57 -34223.9 -70221.8 -3555.19 10572.5 47925.6 -927.026 86469.9 -5515.98 128349 1544.79 8633.52 -502.291 -114293 99754.7 2558.78 -454.465 38843.3 -15656.9 -12669.7 -87367.4 148711 -105328 5580.21 -3456.15 -13246.2 -21844.2
internal_weight=0 1.62965e+06 37617 15267 383 239 14884 1814 427 1387 281 13070 151 22350 5008 17342 92 313 4695 4335 360 1777 144 58 174 149 1323 984 781 1560
internal_count=4318164 1629650 37617 15267 383 239 14884 1814 427 1387 281 13070 151 22350 5008 17342 92 313 4695 4335 360 1777 144 58 174 149 1323 984 781 1560
is_linear=0
shrinkage=0.1


Tree=4894
num_leaves=31
num_cat=0
split_feature=1 1 5 0 0 5 5 1 2 5 1 0 5 3 5 5 2 4 5 0 2 1 1 3 4 6 1 0 5 5
split_gain=3.10809e+11 1.22956e+12 2.29733e+12 2.03178e+12 9.80762e+12 8.14379e+12 1.63514e+13 8.45187e+12 7.1881e+12 8.01967e+12 6.49895e+12 1.73344e+13 1.3192e+13 5.41575e+12 5.5407e+12 1.0456e+13 8.93506e+12 4.77294e+12 1.6432e+13 1.03026e+13 1.46725e+13 1.51818e+13 1.02585e+13 2.10337e+13 1.06223e+13 9.73265e+12 9.40686e+12 1.59612e+13 8.48865e+12 1.15082e+13
threshold=83.000022850000008 83.002084650000015 87.395000000000024 55.02863030000001 55.025681450000008 65.045000000000016 56.205000000000005 83.026705000000007 1.5000000000000002 54.035000000000004 83.006817700000013 55.043101600000007 76.730000000000018 18.500000000000004 36.995000000000012 50.005000000000003 7.5000000000000009 2.5000000000000004 59.245000000000012 55.299834250000011 6.5000000000000009 83.093115700000013 92.928903050000017 11.500000000000002 1.5000000000000002 1.5000000000000002 91.910414550000013 56.009576300000013 76.00500000000001 63.145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 13 -9 -10 11 12 -5 14 -6 16 -16 18 -12 20 21 -20 23 25 -24 -21 -27 -28 29 -22
right_child=1 3 -4 10 5 -7 -8 8 9 -11 17 -13 -14 -15 15 -17 -18 -19 19 22 28 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=10.091548836335562 -492.83793452016101 89.261877404037165 -16945.526925551469 12613.311523269243 3630.207036651962 -14362.417561606033 38640.755141276044 -12676.594717035063 9863.9159073860428 -13784.519315697864 -240.01457260274066 -28489.852472014925 -15184.137475585938 -40905.190625000003 31032.44197298817 158.451989057492 9960.1272380920127 568.10810180085548 -1991.9012508685171 -3004.6801927883344 -4950.6241070499755 -25698.319770951708 -46670.968073694035 -4223.7264880276225 -6101.9997170458073 4270.2231152908234 45314.489325420676 12327.927291729337 3640.8518453181005 -20337.384278991434
leaf_weight=3782924 55143 267254 85 1324 1044 201 150 410 558 193 144141 134 196 22 388 390 418 48172 4872 590 751 286 67 3233 1758 865 182 756 279 1378
leaf_count=3782924 55143 267254 85 1324 1044 201 150 410 558 193 144141 134 196 22 388 390 418 48172 4872 590 751 286 67 3233 1758 865 182 756 279 1378
internal_value=0 -71.3242 -518.16 -19.9133 160.747 5222.91 6324.69 4908.56 -2027.35 3786.49 -254.208 5989.29 9028.9 8468.5 8953.42 13600.1 20104.1 -304.017 -567.981 -3715.97 -6315.27 -3306.37 -1076.56 1036.76 -7591.38 8143.81 11792 18728.3 -12760.4 -14909.7
internal_weight=0 535240 55228 480012 271028 3774 3573 3423 1161 751 208984 1654 1520 2262 2240 1196 806 207330 159158 15017 7566 5158 7451 5626 1825 2393 1803 938 2408 2129
internal_count=4318164 535240 55228 480012 271028 3774 3573 3423 1161 751 208984 1654 1520 2262 2240 1196 806 207330 159158 15017 7566 5158 7451 5626 1825 2393 1803 938 2408 2129
is_linear=0
shrinkage=0.1


Tree=4895
num_leaves=31
num_cat=0
split_feature=5 0 6 0 1 3 3 4 1 4 3 0 0 5 1 0 2 2 3 5 2 1 0 1 4 1 0 3 2 4
split_gain=2.82301e+11 2.2563e+12 1.86152e+13 1.32016e+13 1.72089e+13 1.92869e+13 1.34723e+13 1.33074e+13 1.26871e+13 2.63115e+13 2.55556e+13 2.88371e+13 2.18577e+13 1.98185e+13 1.96465e+13 4.12046e+13 1.61967e+13 1.56718e+13 1.55012e+13 1.33293e+13 1.26748e+13 1.82039e+13 1.6246e+13 1.74663e+13 1.5462e+13 1.44432e+13 3.5765e+13 1.55248e+13 2.10009e+13 3.4603e+13
threshold=55.405000000000008 57.131524800000008 1.5000000000000002 57.157092150000004 65.551978750000004 13.500000000000002 7.5000000000000009 3.5000000000000004 65.520339550000017 1.5000000000000002 9.5000000000000018 57.178027650000011 57.581016350000006 59.810000000000009 65.659480050000013 57.814144100000007 22.500000000000004 21.500000000000004 15.500000000000002 60.310000000000009 1.5000000000000002 28.619594500000002 57.814144100000007 39.863684800000009 2.5000000000000004 30.243224600000001 58.242297500000006 10.500000000000002 4.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 -3 12 10 11 19 13 -4 17 -16 -15 -11 -17 -10 22 24 23 -14 -22 26 -23 28 -28 -30
right_child=1 2 8 -5 6 -7 -8 -9 9 14 -12 -13 20 16 15 18 -18 -19 -20 -21 21 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-19.974317453234868 -17.949611029678724 3477.2094953601118 6169.2125611169895 -667.21210252357412 -53354.968892045465 -18203.192639974233 12598.249737427728 -57860.513946368243 57346.111623418903 4407.4030615204383 10225.695128140836 757.16334911281785 -3605.0631694844656 -6578.9214294560534 -43466.82598293139 852.00136631276735 79350.544282670468 62864.455842391311 -18800.929714076614 127715.09989195479 -5143.8132289924752 -135074.4596875 -3025.4175692436802 13136.871225463867 21616.603326887329 1583.8429483254347 -241.0648952899578 1341.5904717504018 -11173.628601226636 93279.807360839855
leaf_weight=2681621 1379546 803 1529 82961 33 1477 504 37 63 15181 370 59 1123 7453 230 6224 22 46 429 47 299 20 14153 1400 777 102810 5041 10310 3564 32
leaf_count=2681621 1379546 803 1529 82961 33 1477 504 37 63 15181 370 59 1123 7453 230 6224 22 46 429 47 299 20 14153 1400 777 102810 5041 10310 3564 32
internal_value=0 32.7297 304.773 -897.262 -7584.43 -11322.7 8545.26 775.429 907.364 3112.02 24941.7 57160.3 571.189 -4204.16 2579.85 -1853.86 -6326.02 4584 -415.263 87412.9 879.349 1230.5 -1707.58 5684.95 14180.4 1116.07 -1419.45 -1278.37 -4405.82 -10244.1
internal_weight=0 1.63654e+06 256997 85815 2854 2317 537 840 171182 22649 539 169 148533 9004 22110 6883 7475 15227 6653 110 139529 122853 16676 2523 1076 121777 18967 18947 8637 3596
internal_count=4318164 1636543 256997 85815 2854 2317 537 840 171182 22649 539 169 148533 9004 22110 6883 7475 15227 6653 110 139529 122853 16676 2523 1076 121777 18967 18947 8637 3596
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=31
num_cat=0
split_feature=5 4 5 1 1 2 1 0 0 0 0 3 1 1 3 0 0 1 1 6 3 1 1 0 1 1 1 0 2 2
split_gain=2.99589e+11 1.90075e+12 5.35052e+12 1.05352e+13 1.21046e+13 1.49757e+13 2.90256e+13 3.50345e+13 3.16936e+13 1.18623e+13 1.25576e+13 1.17544e+13 1.80891e+13 1.16411e+13 2.56817e+13 1.77374e+13 2.29011e+13 1.82466e+13 1.2792e+13 1.26081e+13 1.10346e+13 2.5338e+13 1.06294e+13 1.79948e+13 1.43273e+13 1.74381e+13 1.51304e+13 1.13159e+13 9.41283e+12 9.16449e+12
threshold=110.05000000000001 3.5000000000000004 112.04500000000002 82.902675200000019 60.628582700000003 10.500000000000002 39.704585000000002 55.518428350000008 56.758269450000007 55.061033200000004 54.811549550000009 22.500000000000004 37.314272700000011 30.315880100000005 6.5000000000000009 59.755965500000009 59.916647550000008 37.098288800000006 37.767735350000002 1.5000000000000002 13.500000000000002 30.278357500000002 38.975980350000007 45.029420750000007 39.739656000000004 39.704585000000002 39.011252750000004 47.272352350000006 5.5000000000000009 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 13 7 -7 -8 10 -5 12 20 14 -3 17 -17 -15 -19 -16 -9 -22 23 -20 25 26 -24 -25 -18 -6
right_child=1 2 -4 9 29 6 8 11 -10 -11 -12 -13 -14 15 19 16 28 18 22 -21 21 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=3.488080957140701 -670.26461220540023 -86820.317353091028 77.654410380537243 4534.0659609374998 6662.1199942753228 -115175.1533482143 153780.65712594698 52012.602734375003 21389.173115234375 -9139.1138509114589 67691.629829963247 -34956.3179347447 90576.495574504574 -65504.783872767854 -27044.760133928576 122721.38999399038 -2834.6466071428572 28126.997797526041 26842.263336181641 64887.896980168276 55528.892197265632 -99990.41166548297 69433.403476562511 -114300.15130208334 -5902.9049620697469 120462.3259672619 -53572.381269531259 -30082.677223557694 63355.13490423387 -44538.509571144801
leaf_weight=4243743 39799 46 33114 50 58 21 33 32 40 60 85 28 41 42 35 26 70 150 32 26 20 22 20 27 345 21 20 39 31 88
leaf_count=4243743 39799 46 33114 50 58 21 33 32 40 60 85 28 41 42 35 26 70 150 32 26 20 22 20 27 345 21 20 39 31 88
internal_value=0 -198.903 342.942 6168.36 2947.25 6343.38 28783.6 5435.2 81237.4 27857.2 44299.9 23147.2 37294.2 624.757 -30403.9 4658.86 39026.3 -1612.21 2490.98 12139.7 7772.87 -25933.6 -5138.79 -34697.7 1996.13 46671 7930.51 -64535.3 17481 -24198.5
internal_weight=0 74421 34622 1508 1313 1167 237 164 73 195 135 143 115 930 107 823 127 696 654 61 74 42 504 98 406 61 40 66 101 146
internal_count=4318164 74421 34622 1508 1313 1167 237 164 73 195 135 143 115 930 107 823 127 696 654 61 74 42 504 98 406 61 40 66 101 146
is_linear=0
shrinkage=0.1


Tree=4897
num_leaves=31
num_cat=0
split_feature=3 5 5 1 5 1 0 0 3 3 5 1 1 0 1 0 0 2 0 0 1 1 2 1 1 0 5 5 6 1
split_gain=2.84286e+11 3.24107e+12 1.17766e+13 1.57618e+13 2.7856e+13 1.26926e+13 1.1351e+13 1.24267e+13 9.10528e+12 2.66895e+13 2.09751e+13 1.87777e+13 1.64093e+13 1.54114e+13 1.58057e+13 1.56217e+13 1.2149e+13 1.65098e+13 1.57733e+13 1.20539e+13 1.47388e+13 2.67571e+13 2.83811e+13 2.07476e+13 2.01007e+13 1.90334e+13 1.77327e+13 2.81499e+13 1.1626e+13 1.34725e+13
threshold=19.500000000000004 36.305000000000007 37.995000000000012 82.911991800000024 37.505000000000003 82.91993380000001 55.043101600000007 55.061033200000004 24.500000000000004 23.500000000000004 37.005000000000003 37.692869000000009 30.362552800000003 55.812836050000008 37.314272700000011 59.882016200000002 55.826364100000013 8.5000000000000018 55.899899800000007 47.236539400000005 37.559851850000008 37.692869000000009 14.500000000000002 30.468306550000005 30.434657650000002 55.801980100000009 37.305000000000007 37.005000000000003 1.5000000000000002 56.135466100000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -6 -8 9 10 12 13 -3 14 -12 -15 -14 -18 -19 -11 23 22 25 24 -21 -22 27 -26 29 -10
right_child=1 2 -4 4 6 -7 7 -9 28 19 11 -13 16 15 -16 -17 17 18 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=9.3648997857976255 456.93000468021859 -12822.035719756306 -66.897084462786253 -28049.509262179738 -8365.2763762872873 2141.0001038092068 -43742.686516376823 -2632.6742305546018 -7527.9350189287452 -2759.0108350058781 56842.612578125001 2203.4410648668268 485.57897258531386 2265.1342011618372 -34040.06855970258 -17016.916493730016 -1710.8628627313633 71861.59408619364 18579.596593003862 4054.0631009014523 135145.96676793983 13100.272486552851 14521.726691406249 -13485.203908799773 26513.565273832071 39632.70533088236 1272.6424681685355 99162.458375695642 1682.7163351174886 7347.8595100865568
leaf_weight=3810546 94818 591 391526 161 220 1031 383 91 6126 730 20 1077 1864 681 443 1097 428 61 623 797 54 503 75 383 198 34 131 73 2723 676
leaf_count=3810546 94818 591 391526 161 220 1031 383 91 6126 730 20 1077 1864 681 443 1097 428 61 623 797 54 503 75 383 198 34 131 73 2723 676
internal_value=0 -70.2997 -191.402 -2482.78 -11210 -1936.74 -27137.4 -35850.3 -1633.83 495.823 -2925.36 -8648.22 2398.01 -13863.4 -30114.3 -9631.61 5420.54 13692.8 23331.4 8405.44 12030.9 24510.5 59721 6777.19 13249.7 98243.1 31480.8 46083.2 -3839.05 -6049.54
internal_weight=0 507618 412800 21274 1886 1192 694 474 19388 9863 6885 3318 3567 2241 463 1778 2976 1112 684 2978 2248 666 163 1582 1199 88 402 271 9525 6802
internal_count=4318164 507618 412800 21274 1886 1192 694 474 19388 9863 6885 3318 3567 2241 463 1778 2976 1112 684 2978 2248 666 163 1582 1199 88 402 271 9525 6802
is_linear=0
shrinkage=0.1


Tree=4898
num_leaves=31
num_cat=0
split_feature=5 0 3 1 1 1 5 0 0 1 0 1 1 5 1 3 1 4 6 2 5 5 2 2 3 5 4 1 2 1
split_gain=3.05177e+11 3.04882e+12 1.05921e+13 1.19829e+13 1.2274e+13 8.93044e+12 5.86199e+12 5.8713e+12 1.00181e+13 9.99927e+12 1.9119e+13 9.06293e+12 7.2731e+12 1.03916e+13 9.96257e+12 1.07281e+13 1.13884e+13 1.67092e+13 3.34999e+13 1.14521e+13 1.09309e+13 1.20224e+13 1.08369e+13 9.39532e+12 8.98226e+12 8.49252e+12 7.9366e+12 7.8509e+12 7.14812e+12 6.74218e+12
threshold=36.515000000000008 45.112033650000008 23.500000000000004 39.071052600000009 39.753614400000011 42.09605220000001 29.050000000000004 45.053747000000008 45.005863250000004 39.016372550000007 45.073740550000004 39.047276750000002 38.92948375000001 34.920000000000009 39.899261850000009 20.500000000000004 39.925119750000007 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 32.910000000000004 33.805000000000007 2.5000000000000004 4.5000000000000009 8.5000000000000018 31.795000000000005 1.0000000180025095e-35 37.692869000000009 18.500000000000004 38.969379750000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 8 12 -9 11 -11 13 24 -14 16 26 18 19 -18 23 -22 -23 25 -8 -20 -16 -26 29 -10
right_child=-2 -3 3 4 -6 -7 7 9 28 10 -12 -13 14 -15 15 -17 17 -19 20 -21 21 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-293.89237189043206 13.874561634938395 -117.62894917409606 -8224.8015561045158 9140.4847802401619 -51546.98379464286 -2475.9190789976028 517.19200379296296 4176.8535535959109 2762.7734767922866 7343.6924603788739 -3589.6063685004492 -4483.7401856757961 4904.8704722756984 4171.5991241496631 -33287.104240030319 66466.555240885413 -9824.4095478995914 -278.60842429152012 27342.068065024327 -91366.266992187506 120262.31261160714 6493.6587940705131 80574.081595458993 77261.870411964701 -1616.039867527451 -28303.742377533781 -6917.4908337877951 -11904.445748938559 34924.810300925928 -2567.6685731972229
leaf_weight=29332 3393752 814561 2634 697 35 8577 4430 15612 2951 3540 5835 793 10895 3672 134 24 61 4422 106 24 28 39 40 27 1534 37 770 1436 54 12112
leaf_count=29332 3393752 814561 2634 697 35 8577 4430 15612 2951 3540 5835 793 10895 3672 134 24 61 4422 106 24 28 39 40 27 1534 37 770 1436 54 12112
internal_value=0 -50.937 443.593 -5079.43 6238.76 618.176 889.227 1395.28 677.123 2587.46 147.1 5179.11 1807.83 -177.431 3131.41 -251.256 -532.766 1412.33 22067.9 -32848 38919.3 63958.5 44002.7 23159.4 -2335.49 12944.2 -10826.3 -6590.5 -1393.18 -1523.38
internal_weight=0 924412 109851 3366 732 106485 97908 68576 42796 25780 10168 4333 27679 11072 16607 5712 5688 4784 362 85 277 107 79 170 7400 143 904 2970 15117 15063
internal_count=4318164 924412 109851 3366 732 106485 97908 68576 42796 25780 10168 4333 27679 11072 16607 5712 5688 4784 362 85 277 107 79 170 7400 143 904 2970 15117 15063
is_linear=0
shrinkage=0.1


Tree=4899
num_leaves=31
num_cat=0
split_feature=1 2 0 5 0 3 1 2 5 5 2 0 3 2 5 5 2 2 5 5 5 5 5 1 6 3 0 4 2 4
split_gain=2.72684e+11 3.07648e+12 7.01145e+12 1.2266e+13 2.18503e+13 1.45417e+13 1.50511e+13 1.25264e+13 1.46105e+13 1.85693e+13 9.32677e+12 8.4053e+12 1.55241e+13 1.67684e+13 7.48708e+12 1.06899e+13 8.36437e+12 6.80985e+12 1.81267e+13 9.02675e+12 6.55788e+12 2.48942e+13 1.21372e+13 1.54821e+13 2.60951e+13 5.22526e+13 1.8954e+13 2.60764e+13 9.53836e+12 9.38145e+12
threshold=30.207352000000004 11.500000000000002 59.990816400000007 60.005000000000003 60.003414000000006 17.500000000000004 30.160599000000001 12.500000000000002 102.01000000000001 80.00500000000001 15.500000000000002 59.982527000000012 16.500000000000004 13.500000000000002 82.00500000000001 68.52500000000002 13.500000000000002 16.500000000000004 55.405000000000008 51.405000000000008 76.730000000000018 77.715000000000018 78.710000000000022 30.160599000000001 1.5000000000000002 19.500000000000004 59.863160500000006 2.5000000000000004 16.500000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 17 7 14 -7 -5 9 10 -9 20 13 -13 15 -6 -16 18 -4 -19 -3 -22 -23 29 25 -25 -26 -28 -29 -24
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12 12 -14 -15 16 -17 -18 19 -20 -21 21 22 23 24 26 -27 27 28 -30 -31
leaf_value=382.68946522224405 -3.619976425401906 -939.25369897088922 -4127.6799151056466 -16351.907371471774 41130.925677083338 5117.5394735646805 -80105.812148437501 81876.26769953547 -18347.218843750001 117242.61690726902 19802.556713169644 -28000.733489990234 -49736.120755476804 86999.506919642852 12292.707029296876 -40767.716590073534 99056.357695312501 3351.1153914553929 -87108.337974330352 55331.542247596153 -111995.73026494565 42843.964284823807 56019.757543103449 129169.7309375 -17483.387019408219 -68793.510032145176 -161275.02201086958 -71398.823911576706 -9691.4217561141322 -2110.1911155313942
leaf_weight=78120 4230377 7194 440 31 30 43 40 37 25 46 70 32 97 21 25 34 20 233 28 39 23 47 29 30 254 24 23 55 46 651
leaf_count=78120 4230377 7194 440 31 30 43 40 37 25 46 70 32 97 21 25 34 20 233 28 39 23 47 29 30 254 24 23 55 46 651
internal_value=0 174.443 -1508.41 5853.45 19938.3 -4416.19 -35954 42311.8 52528.5 64109.6 41267.3 -2493.62 -25956.3 17565.4 19598.8 -2377.73 50854.3 -1779.02 -9092.33 10804.2 -2073.45 -8976.48 -6932.09 -9035.94 -23839.8 41186.1 -33129.2 -65178 -43294.5 368.88
internal_weight=0 87787 9667 1141 401 192 83 209 178 153 107 8526 150 53 109 64 45 740 468 272 8376 1182 1159 1112 432 54 378 124 101 680
internal_count=4318164 87787 9667 1141 401 192 83 209 178 153 107 8526 150 53 109 64 45 740 468 272 8376 1182 1159 1112 432 54 378 124 101 680
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=31
num_cat=0
split_feature=0 3 0 1 5 1 4 1 5 5 1 5 0 5 4 1 5 4 2 5 3 6 3 1 3 2 0 1 1 1
split_gain=2.59732e+11 4.50622e+12 1.63029e+13 2.09384e+13 1.6001e+13 2.97925e+13 1.97806e+13 1.75891e+13 1.73062e+13 2.0522e+13 1.49458e+13 1.76934e+13 2.23326e+13 1.59952e+13 2.43635e+13 1.41387e+13 1.28099e+13 1.26639e+13 9.93183e+12 1.04793e+13 9.15919e+12 8.64302e+12 7.76535e+12 7.68148e+12 8.07813e+12 7.49922e+12 1.06342e+13 1.09482e+13 1.63355e+13 3.67433e+13
threshold=55.078308950000007 6.5000000000000009 55.120365700000008 38.633372000000001 50.805000000000007 38.781124500000011 2.5000000000000004 60.837513500000007 103.45000000000002 161.85000000000002 78.608766650000021 61.405000000000008 55.099723300000008 96.015000000000015 2.5000000000000004 38.233559750000005 66.990000000000023 1.5000000000000002 1.5000000000000002 50.410000000000004 2.5000000000000004 1.5000000000000002 2.5000000000000004 61.310823700000007 1.5000000000000002 2.5000000000000004 60.017447350000005 30.305955500000003 37.362912300000012 37.457850350000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 18 6 22 -7 10 -10 23 17 -13 14 -14 -2 20 -12 -5 -20 -8 -19 -6 -9 -25 26 27 -3 -29 -30
right_child=1 25 -4 4 5 7 16 8 9 -11 11 12 13 -15 -16 -17 -18 21 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-25.302739323709798 -9568.6605453742741 -3813.9803670467609 171.46903661578034 -3582.0180389568654 17119.310792824075 -12200.389132772911 67464.356212797618 17368.121886561803 -13738.452810430113 72994.908809267246 64593.658100328947 20602.432969280402 91467.673535156253 116424.8300495427 118.67186859631147 -74638.592767857146 45451.97148831276 -24056.411168323866 4868.1794879333656 -13614.5498908191 -2187.0090473032251 9160.7853873789227 76969.091667258515 57833.714518229164 -803.0494737413195 26.050424852299415 2166.6064233312322 1443.203165647632 -7678.3083473415536 -655.37825974029397
leaf_weight=2091719 727 11006 623282 2321 27 444 21 350 460 29 38 626 56 41 61 35 124 88 6482 322 187 713 110 24 1116 1345363 13351 33708 7776 177557
leaf_count=2091719 727 11006 623282 2321 27 444 21 350 460 29 38 626 56 41 61 35 124 88 6482 322 187 713 110 24 1116 1345363 13351 33708 7776 177557
internal_value=0 23.7716 248.329 3574.62 4475.84 9345 33203.9 6579.35 8894.23 -8594.76 11641.5 18280.5 29081.6 62676.2 43841.3 -12557.4 20011.5 8187.41 2066.61 3993.48 4845.1 5511.46 65173.9 4409.83 431.409 -66.3593 -577.147 -736.383 -581.745 -950.039
internal_weight=0 2.22644e+06 637684 14402 13640 4515 469 4046 3602 489 3113 1623 784 158 117 762 332 839 9125 6804 208 801 137 1490 1140 1.58876e+06 243398 230047 219041 185333
internal_count=4318164 2226445 637684 14402 13640 4515 469 4046 3602 489 3113 1623 784 158 117 762 332 839 9125 6804 208 801 137 1490 1140 1588761 243398 230047 219041 185333
is_linear=0
shrinkage=0.1


Tree=4901
num_leaves=31
num_cat=0
split_feature=0 4 5 5 4 0 0 3 1 5 1 5 2 3 5 3 1 5 5 0 5 1 6 1 2 2 5 1 1 3
split_gain=3.55433e+11 3.08726e+12 1.11627e+13 2.14711e+13 2.07548e+13 2.3474e+13 2.8007e+13 2.62195e+13 1.97398e+13 1.54954e+13 1.41878e+13 9.07843e+12 8.59317e+12 8.01847e+12 1.26478e+13 5.93203e+12 1.12947e+13 7.75993e+12 8.75994e+12 7.53322e+12 6.3074e+12 6.23079e+12 6.16535e+12 5.65462e+12 9.33874e+12 5.84874e+12 4.96846e+12 3.27829e+13 1.31485e+13 8.63005e+12
threshold=60.035045000000004 1.5000000000000002 59.245000000000012 56.835000000000008 1.0000000180025095e-35 60.063729500000008 60.693675950000006 9.5000000000000018 30.362552800000003 70.50500000000001 61.880021000000006 38.905000000000008 10.500000000000002 18.500000000000004 61.405000000000008 19.500000000000004 30.425002000000003 43.205000000000005 45.610000000000007 60.042666650000008 42.205000000000005 30.315880100000005 1.5000000000000002 30.278357500000002 11.500000000000002 11.500000000000002 46.810000000000009 30.434657650000002 33.101335500000005 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 9 7 -7 -6 -5 -4 -8 -2 -13 -9 -15 16 17 20 -19 -20 23 -22 -17 24 -14 -25 27 29 -29 -3
right_child=1 26 4 8 5 6 10 13 -10 -11 -12 12 15 14 -16 22 -18 18 19 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=4.8445941010129259 6.2068598004852955 -2256.592435784004 -27659.139105902777 138195.69230468752 -165677.96202445653 85701.00015024039 -73761.64078056869 -2398.3482219827588 21600.708748525944 72557.059190538203 4946.368176020409 -1306.735528035653 31433.220233444939 -12280.8877734375 -121014.31127717391 1152.4318040445189 -4843.0860297034769 -74193.045159040179 -46584.595937500002 13293.005313648899 -20887.645390625003 55430.340489130438 -9013.0123511544116 -79690.352726862984 -20504.796091023556 -26713.582262602311 -120.98358354447301 -13569.264273083711 362.86014012542364 13918.047141095827
leaf_weight=4198450 38980 383 27 20 23 26 43 29 53 36 49 7967 42 20 23 1156 816 56 55 34 20 23 1233 26 197 105 56781 737 8376 2378
leaf_count=4198450 38980 383 27 20 23 26 43 29 53 36 49 7967 42 20 23 1156 816 56 55 34 20 23 1233 26 197 105 56781 737 8376 2378
internal_value=0 -169.903 -758.766 -649.762 -20815.2 -35728.8 -5941.97 -72727.3 53544.5 29607.3 -31841.1 -727.777 -3166.88 -43034.7 -70440.6 -7105.17 -12340.6 -23304.6 -43206.9 -23710 -16317.1 19933.6 -4094.11 -20530.1 -11377.6 -37228.1 268.036 2128.31 -763.879 11674.3
internal_weight=0 119714 51059 50783 276 213 118 95 73 63 92 50710 11730 72 43 3763 1374 558 145 89 413 43 2389 370 239 131 68655 11874 9113 2761
internal_count=4318164 119714 51059 50783 276 213 118 95 73 63 92 50710 11730 72 43 3763 1374 558 145 89 413 43 2389 370 239 131 68655 11874 9113 2761
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=31
num_cat=0
split_feature=3 0 0 5 5 4 2 6 4 3 1 3 5 1 2 3 5 1 1 5 2 5 4 4 5 0 2 5 3 5
split_gain=3.03634e+11 2.80788e+12 8.95198e+12 8.05307e+12 7.55125e+12 9.18797e+12 9.75266e+12 6.37833e+12 9.14326e+12 9.33743e+12 1.17343e+13 1.12034e+13 1.06356e+13 1.14565e+13 6.75573e+12 9.96534e+12 8.13714e+12 2.08303e+13 1.43012e+13 1.15425e+13 6.57962e+12 6.27523e+12 1.07674e+13 1.00631e+13 2.33938e+13 7.76857e+12 3.90837e+13 1.01497e+13 1.31728e+13 7.33738e+12
threshold=9.5000000000000018 43.514103700000014 43.465905150000005 24.010000000000002 125.85000000000001 3.5000000000000004 16.500000000000004 1.5000000000000002 1.5000000000000002 10.500000000000002 43.048525950000005 19.500000000000004 85.91500000000002 43.574807850000006 13.500000000000002 16.500000000000004 60.905000000000008 43.048525950000005 39.899261850000009 66.990000000000023 9.5000000000000018 125.85000000000001 2.5000000000000004 3.5000000000000004 100.05000000000001 43.056445700000005 6.5000000000000009 128.92000000000004 11.500000000000002 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 21 -4 5 6 7 -5 -9 10 -10 14 13 -12 15 16 18 19 -11 -18 -19 23 -23 29 -25 27 -27 28 -24 -2
right_child=1 -3 3 4 -6 -7 -8 8 9 11 12 -13 -14 -15 -16 -17 17 20 -20 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=-29.37821084217185 70.6936835442703 33.668664695759396 40810.14107369088 -1946.2608614253306 -28126.794361006978 19416.898576292275 49621.117767137097 -20780.519397354128 -52063.756091485513 102741.37708984375 20717.272497228674 -44806.247303734759 -37264.18448788704 -11815.255940674435 -41704.6640625 52497.542372159092 -103233.29669989225 26469.062550024893 12259.860302557463 -7177.2824928977279 -19087.624235733696 -33758.832102272732 97214.645577566975 5387.1530833597717 -46829.39816830284 145432.60162500001 -4140.259880118535 4304.0099509519287 -2653.6790625000003 -22019.043874640214
leaf_weight=1938624 14018 2360585 37 1517 149 146 31 604 69 20 148 41 109 403 24 55 29 102 138 22 46 55 28 197 152 25 58 555 25 152
leaf_count=1938624 14018 2360585 37 1517 149 146 31 604 69 20 148 41 109 403 24 55 29 102 138 22 46 55 28 197 152 25 58 555 25 152
internal_value=0 23.9346 -1188.31 -5608.42 -6078.58 -5141.02 -6208.76 -6728.96 -10737.5 -5707.59 -12825.2 5170.3 -8723.01 -3076.94 9869.93 12874.3 6769.85 -6682.67 23713.2 -61797.4 12309.6 -119.841 8824.85 -579.428 -17354.7 12214.3 40911.8 8296.7 50106.9 -166.26
internal_weight=0 2.37954e+06 18955 3690 3653 3504 3358 3327 1810 1206 729 477 660 551 436 412 357 199 158 51 148 15265 746 14519 349 691 83 608 53 14170
internal_count=4318164 2379540 18955 3690 3653 3504 3358 3327 1810 1206 729 477 660 551 436 412 357 199 158 51 148 15265 746 14519 349 691 83 608 53 14170
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=31
num_cat=0
split_feature=2 6 1 5 1 1 0 0 0 5 3 3 1 1 0 5 3 3 5 0 5 0 0 0 1 3 0 5 5 5
split_gain=3.0487e+11 5.08089e+12 6.6206e+12 9.86023e+12 1.38777e+13 1.8718e+13 1.97913e+13 3.04277e+13 1.95767e+13 8.2129e+13 4.86255e+13 1.79128e+13 1.81328e+13 1.72768e+13 2.90022e+13 2.60767e+13 1.57388e+13 3.64138e+13 2.91124e+13 7.68654e+13 2.6444e+13 2.29664e+13 2.1442e+13 3.44105e+13 1.98284e+13 1.64861e+13 2.43011e+13 3.62933e+13 5.28991e+13 2.80255e+13
threshold=1.5000000000000002 1.5000000000000002 83.006817700000013 71.715000000000018 38.959914000000005 39.726951800000002 54.920670650000005 54.934662400000008 43.592450450000008 80.815000000000012 4.5000000000000009 19.500000000000004 60.479177250000006 38.950530550000003 45.063245200000004 85.91500000000002 6.5000000000000009 4.5000000000000009 132.05000000000004 45.022371150000005 89.00500000000001 45.133160800000006 45.087005000000012 45.063245200000004 39.694727950000008 2.5000000000000004 45.029420750000007 80.815000000000012 78.710000000000022 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 13 8 -7 -8 9 -6 -11 -9 -13 -5 15 -15 17 25 22 -20 -19 -22 23 -18 -23 -10 27 28 -27 -29
right_child=-2 2 -4 4 5 6 7 11 16 10 -12 12 -14 14 -16 -17 18 20 19 -21 21 24 -24 -25 -26 26 -28 29 -30 -31
leaf_value=711.57021847646365 -10.054786245261745 236.42233193168886 -1131.6465364961005 -3614.4114591152229 -57662.649275914642 -5644.8817443993403 33315.792433204246 -56.949094490534321 562.76596225400522 11420.076384943182 201144.80821428573 129854.65291992189 19906.824049479168 -17347.766482204865 1073.4152170688292 -148982.3315257353 8738.8498690911783 -4498.9478534775135 -60572.718945312503 168020.70230263157 -57633.701069612325 61673.899332449771 -4551.8591144373704 52326.160441894535 -44029.222710503476 57141.511035156254 9306.0632490978205 -38587.15325646034 242151.88468749999 76192.5531358507
leaf_weight=100558 3777275 348264 52369 13796 41 6910 283 14357 790 22 35 20 60 27 79 34 790 647 24 38 212 35 644 235 36 68 407 52 20 36
leaf_count=100558 3777275 348264 52369 13796 41 6910 283 14357 790 22 35 20 60 27 79 34 790 647 24 38 212 35 644 235 36 68 407 52 20 36
internal_value=0 70.2172 -76.2481 66.2147 -1426.99 -51.8271 -1229.95 842.544 6115.37 50277 127918 205.99 47393.8 -3969.1 -38921.4 -90717.9 5042.53 -372.738 12247.2 79532.9 -15651.2 -41147.7 9747.72 18732 8077.95 9976.12 22731.8 53778.8 99189.3 8368.18
internal_weight=0 540889 440331 387962 39698 25762 21630 14720 4132 98 57 14437 80 13936 140 61 4034 2303 1731 62 930 283 1669 1025 71 1373 583 176 88 88
internal_count=4318164 540889 440331 387962 39698 25762 21630 14720 4132 98 57 14437 80 13936 140 61 4034 2303 1731 62 930 283 1669 1025 71 1373 583 176 88 88
is_linear=0
shrinkage=0.1


Tree=4904
num_leaves=31
num_cat=0
split_feature=5 4 6 1 2 2 1 3 3 3 0 1 0 4 0 2 0 0 2 0 4 0 3 1 1 1 0 0 1 0
split_gain=2.81749e+11 1.03498e+12 2.35134e+12 1.13195e+13 1.07397e+13 1.73145e+13 3.43175e+12 3.1177e+12 3.15371e+12 4.14931e+12 1.29109e+13 1.7747e+13 1.21081e+13 1.03011e+13 1.09233e+13 8.39284e+12 5.17978e+12 5.32339e+12 1.18336e+13 4.9222e+12 5.06534e+12 4.68321e+12 5.48681e+12 1.25745e+13 6.26315e+12 9.58403e+12 9.10488e+12 8.0425e+12 1.45263e+13 1.29615e+13
threshold=225.45000000000002 3.5000000000000004 1.5000000000000002 48.712293450000011 6.5000000000000009 10.500000000000002 47.282206100000003 24.500000000000004 9.5000000000000018 6.5000000000000009 45.03656895000001 38.969379750000009 53.355366400000001 4.5000000000000009 56.009576300000013 6.5000000000000009 59.916647550000008 57.60800230000001 2.5000000000000004 56.663136550000011 7.5000000000000009 43.056445700000005 2.5000000000000004 39.969502550000009 39.718803500000007 37.998366300000008 45.098908000000009 53.516665650000007 83.093115700000013 47.208883950000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 8 9 16 -11 -12 -13 -14 15 -15 17 19 -19 20 21 -4 23 -23 25 -24 -27 29 -29 -26
right_child=1 2 7 -5 5 -7 -8 -9 -10 10 11 12 13 14 -16 -17 -18 18 -20 -21 -22 22 24 -25 27 26 -28 28 -30 -31
leaf_value=-0.80288367964673157 2442.0856782204978 -13814.653763020833 35076.287499999999 71356.102959735581 101897.06929687501 -20863.102314814816 -67291.703505859376 -29847.179440789474 3952.8010454016544 -88091.793885869571 -95863.489062500012 76881.971093750006 -59002.17198275862 16454.535 47441.503734756101 -68233.511931818182 31492.533255208338 -91304.982738095248 13642.265553977275 28586.22944240196 43042.134035326089 26875.098214285717 8094.6444178427428 -69545.394053248354 -8354.9457968749994 -24789.306378264926 -98934.565056818188 -335.29159432216323 -71783.068502604176 64789.060023531005
leaf_weight=4313902 2036 30 29 26 20 27 20 38 804 23 20 20 29 25 41 22 45 21 22 51 23 21 62 38 50 67 22 553 30 47
leaf_count=4313902 2036 30 29 26 20 27 20 38 804 23 20 20 29 25 41 22 45 21 22 51 23 21 62 38 50 67 22 553 30 47
internal_value=0 812.662 -677.682 12761.2 -2944.7 31375.3 -35205.5 -1463.69 -941.38 -4061.86 -18119.3 -7868.57 4977.4 -7313.98 9719.63 -23186.7 -1721.12 -3163.79 -37611 -1672.12 -3310.31 -4470.38 -5758.98 -35226.2 -3666.84 -22089.9 -43117.3 424.162 -4011.85 27086
internal_weight=0 4262 2226 123 97 47 50 2103 2065 1261 180 157 137 117 88 47 1081 1036 43 993 942 919 890 59 831 151 89 680 583 97
internal_count=4318164 4262 2226 123 97 47 50 2103 2065 1261 180 157 137 117 88 47 1081 1036 43 993 942 919 890 59 831 151 89 680 583 97
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=31
num_cat=0
split_feature=0 1 4 1 0 5 5 0 1 5 6 2 6 1 5 3 1 5 5 5 3 3 1 5 2 5 3 5 5 3
split_gain=2.84216e+11 3.13866e+12 1.09187e+13 9.80448e+12 2.33328e+13 9.61227e+12 1.03531e+13 8.56842e+12 3.01121e+13 3.8147e+13 1.27884e+13 1.0764e+13 1.18186e+13 1.94275e+13 1.82808e+13 1.63204e+13 1.44068e+13 3.18838e+13 2.88165e+13 1.66178e+13 1.23493e+13 1.1591e+13 1.37703e+13 2.69701e+13 1.62105e+13 1.15763e+13 1.32308e+13 1.0541e+13 1.5457e+13 2.71979e+13
threshold=60.035045000000004 30.362552800000003 5.5000000000000009 30.346469350000003 60.042666650000008 73.010000000000005 88.015000000000015 60.052595500000002 30.388336800000001 65.905000000000015 1.5000000000000002 2.5000000000000004 1.5000000000000002 30.370618100000005 104.75000000000001 16.500000000000004 30.425002000000003 75.015000000000015 77.00500000000001 83.010000000000005 16.500000000000004 7.5000000000000009 30.434657650000002 67.00500000000001 8.5000000000000018 35.710000000000008 25.500000000000004 74.010000000000005 61.845000000000006 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 11 9 10 -9 -3 15 -14 16 21 18 -18 27 -20 -19 -13 24 -24 -23 -17 -27 28 -15 -30
right_child=1 7 -4 4 5 6 -8 8 -10 -11 -12 12 13 14 -16 25 17 20 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=4.3321472421722147 -548.93240678060363 9918.6293690245147 72925.202343750003 -27819.688575474953 -4051.356060214137 49738.792147288608 -20784.701295572919 -64091.42649075255 -187.53552296133219 -147831.20411551339 -2922.7773739975109 16457.699625848265 -12483.752235854119 1998.599337808093 -76757.896197916678 -1555.2821475104311 -1170.6281406536016 -87135.889697265637 117595.90030241935 32701.885590277776 -25585.227985088641 -99438.561776455972 -3724.9009394859199 -118900.74346590909 -4108.9778645833339 10611.296243641167 -1363.4847456977031 -57682.950766782407 -2809.5651787405304 55334.343868804739
leaf_weight=4198450 33173 1659 20 447 1714 68 30 49 68623 28 113 98 1334 2084 30 1798 2373 56 31 90 78 44 268 22 30 3896 1209 27 165 157
leaf_count=4198450 33173 1659 20 447 1714 68 30 49 68623 28 113 98 1334 2084 30 1798 2373 56 31 90 78 44 268 22 30 3896 1209 27 165 157
internal_value=0 -151.931 -941.328 -983.023 -7357.56 -2309.78 28150 180.196 -297.608 -40052.8 -21424.4 2308.43 1392.89 -1741.48 1073.33 4127.22 1534.68 -3850.48 6820.75 54451.6 -51307.9 -14068.8 -22287.5 -12462.4 -60791.4 5345.03 7775.35 4451.93 5149.21 25540.1
internal_weight=0 119714 35452 35432 2259 1812 98 84262 68813 190 162 15449 13790 6425 5091 7365 5061 2507 2554 121 134 462 364 290 74 6903 5105 2433 2406 322
internal_count=4318164 119714 35452 35432 2259 1812 98 84262 68813 190 162 15449 13790 6425 5091 7365 5061 2507 2554 121 134 462 364 290 74 6903 5105 2433 2406 322
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=31
num_cat=0
split_feature=5 4 3 1 1 0 2 3 1 0 0 0 0 0 0 4 1 1 0 3 5 2 0 1 1 1 0 1 5 4
split_gain=2.8126e+11 2.7338e+12 4.13794e+12 6.3592e+12 9.69711e+12 1.19013e+13 8.29775e+12 5.57307e+12 9.25436e+12 6.04641e+12 1.1593e+13 7.84228e+12 1.66132e+13 1.69467e+13 9.03361e+12 5.98615e+12 1.06238e+13 8.74903e+12 4.27991e+12 1.32832e+13 1.14798e+13 1.01256e+13 7.46419e+12 1.60972e+13 1.388e+13 2.01843e+13 1.7237e+13 1.2894e+13 2.96751e+13 1.99424e+13
threshold=150.04500000000004 2.5000000000000004 2.5000000000000004 47.473138800000008 91.398302750000013 54.99493995000001 1.5000000000000002 1.5000000000000002 39.614024000000008 43.642715500000008 44.678200800000006 51.67657710000001 45.133160800000006 45.047272400000004 55.619594000000006 4.5000000000000009 38.781124500000011 37.516458750000005 59.963407450000012 19.500000000000004 161.85000000000002 4.5000000000000009 59.820733200000006 30.468306550000005 30.323743050000001 30.332994000000003 59.916647550000008 30.278357500000002 161.85000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 8 -3 -9 -11 12 13 -12 -13 17 -17 -16 22 20 21 -20 -4 24 26 -26 -24 28 -28 -29
right_child=1 2 18 4 -6 -7 -8 9 -10 10 11 14 -14 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 29 -30 -31
leaf_value=1.5371935702124624 3068.6325195187942 -64849.169773065478 -1545.3777206011036 -12122.402396716103 46753.83159022178 12035.958905029298 -69134.165381944447 -20056.595833333336 17868.407421874999 100465.0330859375 -4053.7791825457316 91518.610541015631 -50806.806870993591 108225.61296875001 43407.720043679947 96508.700651041669 5068.5965277777786 -42053.017 -1750.963499775871 -82152.273156250012 -17511.52584316038 65724.699162946432 53220.445147129278 79652.304277973788 -83480.371283143948 -647.55256212523068 -108144.49428879312 104809.19325000001 13503.228653846156 6187.2072985197374
leaf_weight=4302555 1960 21 12025 59 31 96 45 30 38 20 41 25 39 20 23 24 27 25 61 25 265 35 106 31 33 271 29 25 65 114
leaf_count=4302555 1960 21 12025 59 31 96 45 30 38 20 41 25 39 20 23 24 27 25 61 25 265 35 106 31 33 271 29 25 65 114
internal_value=0 -423.721 -925.224 7461.44 -5287.61 -13354 -36791 16305.4 -11573.4 22308.5 27517.3 21004.1 168.418 32759.1 37807.1 24243.6 48099.2 -1103.08 -1286.71 -11660.1 -6778.39 22849.5 -971.401 9269.05 5875.77 -9639.27 19789 4579.79 -24026.4 23925
internal_weight=0 15609 13649 564 231 200 104 333 59 274 244 224 100 61 124 99 51 48 13085 386 361 96 12699 674 643 304 339 233 94 139
internal_count=4318164 15609 13649 564 231 200 104 333 59 274 244 224 100 61 124 99 51 48 13085 386 361 96 12699 674 643 304 339 233 94 139
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=31
num_cat=0
split_feature=5 2 2 0 0 5 1 1 5 6 4 0 5 0 5 1 1 0 0 1 1 3 5 1 3 3 5 5 1 3
split_gain=2.80613e+11 5.70807e+12 9.73301e+12 1.24659e+13 1.59193e+13 1.43966e+13 1.14e+13 1.61535e+13 3.2674e+13 3.55435e+13 3.44715e+13 2.28027e+13 1.13467e+13 1.05871e+13 1.02398e+13 1.59944e+13 3.7401e+13 1.99355e+13 4.08273e+13 2.99818e+13 6.21658e+13 3.95617e+13 2.7918e+13 2.67712e+13 2.73597e+13 2.18278e+13 1.80097e+13 2.54185e+13 2.51824e+13 1.7848e+13
threshold=72.010000000000005 11.500000000000002 16.500000000000004 60.029906750000002 60.003414000000006 123.15000000000002 30.451272450000005 30.323743050000001 84.030000000000015 1.5000000000000002 2.5000000000000004 60.017447350000005 78.710000000000022 60.052595500000002 85.91500000000002 37.66934650000001 37.436176200000013 55.826364100000013 55.68356880000001 37.487839250000007 37.582182450000005 20.500000000000004 86.02500000000002 37.620907050000007 16.500000000000004 27.500000000000004 87.00500000000001 88.015000000000015 30.243224600000001 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 4 -4 6 7 11 9 12 -10 -6 -9 14 -3 16 26 18 -18 25 21 -21 -19 24 -22 -20 -16 28 -28 -24
right_child=1 2 3 -5 5 -7 -8 8 10 -11 -12 -13 -14 -15 15 -17 17 22 19 20 23 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=-10.50682765677465 198.6989543940679 -2564.2818446207457 749.2542716021253 -7445.3236120750853 38123.68241608901 -53943.824832589286 -31077.857082403279 72226.408627424564 207845.61359375002 -72826.810401785711 57715.541213942313 -10303.880574544271 -2717.1751386088708 11199.158055030102 16420.998241454454 1343.3438775952395 -14930.076531641824 95200.129827008932 82284.031090198871 -254285.01681082591 59473.082850302424 -72713.84709821429 34825.556227550289 -117241.14009046053 -53128.84706068442 -53056.348535156256 62696.265740740746 -333.95112054156471 -38319.76501609457 -14228.798844384863
leaf_weight=3691126 520050 37204 37268 1821 173 28 42 58 20 35 65 222 31 667 587 21511 896 28 22 28 31 21 87 38 71 26 27 5191 287 503
leaf_count=3691126 520050 37204 37268 1821 173 28 42 58 20 35 65 222 31 667 587 21511 896 28 22 28 31 21 87 38 71 26 27 5191 287 503
internal_value=0 61.8496 -603.351 636.821 1024.72 16256.1 19298.8 22801.9 45284.1 12548.1 93040.3 10906.2 46122.5 -1336.9 -1462.53 -66.1429 -3931.94 -16812.6 -24693 -61602.7 -79527.1 -176469 -2365.14 -45597.5 -18906.7 8974.66 -229.709 -2005.18 -29633.7 -6995.36
internal_weight=0 627038 106988 39763 37942 674 646 604 209 124 85 395 89 67225 66558 29354 7843 1751 1133 237 189 49 618 140 102 48 6092 5505 314 590
internal_count=4318164 627038 106988 39763 37942 674 646 604 209 124 85 395 89 67225 66558 29354 7843 1751 1133 237 189 49 618 140 102 48 6092 5505 314 590
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 0 0 3 1 5 0 0 4 0 0 0 3 0 5 1 5 0 6 1 0 3 5 3 0 4
split_gain=2.93224e+11 3.86229e+12 1.4748e+13 2.87184e+13 2.26743e+13 4.17843e+13 4.00246e+13 6.09091e+13 3.58795e+13 2.68957e+13 2.47408e+13 2.383e+13 2.57082e+13 3.05253e+13 3.17252e+13 2.82847e+13 3.00856e+13 2.47438e+13 2.65318e+13 2.47014e+13 2.25774e+13 1.91262e+13 2.69552e+13 5.89174e+13 2.85957e+13 2.69031e+13 3.65248e+13 2.58535e+13 4.11767e+13 2.67494e+13
threshold=38.633372000000001 38.969379750000009 45.047272400000004 45.055827000000008 12.500000000000002 55.777112100000004 55.299834250000011 17.500000000000004 38.92948375000001 75.750000000000014 45.059881250000011 45.133160800000006 1.5000000000000002 54.736324100000012 55.120365700000008 55.801980100000009 9.5000000000000018 55.07108800000001 47.815000000000005 38.781124500000011 84.030000000000015 45.070824200000011 1.5000000000000002 38.959914000000005 45.112033650000008 14.500000000000002 120.05000000000001 18.500000000000004 45.063245200000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 11 6 8 -8 -6 -7 -10 19 -13 -14 17 16 20 -15 -19 -5 -16 25 24 -24 -23 26 -12 29 -29 -27
right_child=1 -3 3 4 5 9 7 -9 10 -11 21 12 13 14 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=39.943764733641615 1441.1072870580406 5.7888721076742033 -7996.3322550550311 -36204.14913049544 -9099.954988667112 -23806.623907029305 16052.466354937302 181835.45730298915 -21109.924595583198 -95593.27930664063 -11931.720087256494 2455.3864083058766 -9918.1843345296584 -4256.7591778032865 -5668.2746693911658 237.73178709004921 -34188.305426866442 -106.97151370890002 20006.700656008707 3102.6507523425453 -47158.052424553258 1670.3766671154679 -6622.0969334138326 -55484.169029971345 59637.347292162027 -192.94867073477133 -142608.83920454545 5279.7540120696285 -13753.56664202677 14136.014631094862
leaf_weight=1289149 27748 2910474 5808 161 7510 401 608 23 570 60 770 12553 5189 1418 6182 9297 420 1088 1651 22926 134 1135 2197 278 92 2190 22 3099 1795 3216
leaf_count=1289149 27748 2910474 5808 161 7510 401 608 23 570 60 770 12553 5189 1418 6182 9297 420 1088 1651 22926 134 1135 2197 278 92 2190 22 3099 1795 3216
internal_value=0 -17.0001 -576.525 -1193.15 -728.211 -3334.55 -2749.78 22095.3 -3435.16 -33149.8 -666.177 295.461 -1246.28 -3077.2 -1319.01 -3337.45 -8271.9 6465.86 12017 2828.54 -6548.52 121.503 -6102.33 -12110.4 6016.72 2198.73 -15561.6 3564.39 -1701.2 8331.27
internal_weight=0 3.02902e+06 118541 90793 84985 23966 23505 631 22874 461 15364 61019 37932 25379 20190 16033 6736 4157 2739 23087 6316 14794 3702 2475 1227 11092 792 10300 4894 5406
internal_count=4318164 3029015 118541 90793 84985 23966 23505 631 22874 461 15364 61019 37932 25379 20190 16033 6736 4157 2739 23087 6316 14794 3702 2475 1227 11092 792 10300 4894 5406
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=31
num_cat=0
split_feature=5 2 1 1 2 0 5 4 5 0 3 1 5 5 1 1 5 5 3 0 0 0 5 1 1 5 5 5 1 1
split_gain=2.9207e+11 1.82532e+12 5.38876e+12 6.24554e+12 5.24917e+12 1.30506e+13 1.59552e+13 3.27249e+13 3.06455e+13 2.43874e+13 2.11843e+13 1.53883e+13 1.51105e+13 1.82477e+13 2.08873e+13 2.16986e+13 1.50762e+13 1.7031e+13 1.49433e+13 1.56281e+13 1.46091e+13 5.62171e+13 2.7555e+13 1.43126e+13 2.04591e+13 1.58194e+13 1.38653e+13 1.34478e+13 1.29482e+13 1.5619e+13
threshold=96.015000000000015 18.500000000000004 83.761389800000003 92.896330950000007 16.500000000000004 56.009576300000013 123.15000000000002 2.5000000000000004 125.85000000000001 51.67657710000001 19.500000000000004 30.243224600000001 110.05000000000001 109.05000000000001 38.950530550000003 39.032393150000004 110.05000000000001 98.020000000000024 22.500000000000004 45.03656895000001 56.831297550000009 56.802385350000009 104.75000000000001 37.914142000000005 38.950530550000003 116.06000000000002 102.01000000000001 107.05000000000001 82.933113850000026 82.907204800000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 7 10 9 -8 26 -7 13 18 -15 -16 17 -13 28 -20 21 22 -19 25 -25 -14 -6 -22 29 -9
right_child=1 2 3 -5 5 11 8 12 -10 -11 -12 16 23 14 15 -17 -18 20 19 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.9263016618611628 -119.15575369564574 1121.1709807198044 59556.853079044122 5222.7181675502234 -65538.074626358692 -32910.891513157891 154281.88011209239 535.73483276367188 -1625.6456483937734 20955.260156250002 -31333.327493578767 -18501.220886528201 -19201.813717651366 -24812.393371975806 146445.17356250001 19316.54090786638 -2878.9705131704518 54847.6488688151 45812.907718211209 -30821.677354029609 31237.005075284753 169105.49934512869 -80302.732182173291 -120454.9804976852 -29126.822277877582 72071.514583333337 -177925.31382998513 -24144.62201625279 64774.531041666669 -78373.570160381612
leaf_weight=4168594 139093 6930 34 56 23 95 23 712 670 34 73 82 64 31 25 29 483 48 29 323 202 34 22 27 268 27 21 56 30 26
leaf_count=4168594 139093 6930 34 56 23 95 23 712 670 34 73 82 64 31 25 29 483 48 29 323 202 34 22 27 268 27 21 56 30 26
internal_value=0 -137.299 1436.91 25748.9 -214.822 -4063.97 -8044.5 -13325.6 4362.83 74753.7 -64368.7 5419.97 -9571.96 -4056.21 40613.2 78172.4 9348.16 22649.3 -7446.3 -24508 31970.7 63611.7 12371.8 -26790.8 -37485.7 7879.28 -119177 19216.2 373.654 -2244.27
internal_weight=0 149570 7020 90 142550 3457 2435 1708 727 57 117 1022 1591 1205 85 54 927 444 1120 352 362 104 70 386 295 91 44 258 768 738
internal_count=4318164 149570 7020 90 142550 3457 2435 1708 727 57 117 1022 1591 1205 85 54 927 444 1120 352 362 104 70 386 295 91 44 258 768 738
is_linear=0
shrinkage=0.1


Tree=4910
num_leaves=31
num_cat=0
split_feature=5 3 1 5 1 1 3 5 0 6 3 3 4 1 3 2 3 0 5 5 1 5 1 1 5 3 0 0 4 2
split_gain=2.72154e+11 3.1711e+12 5.72311e+12 1.11816e+13 1.05198e+13 1.01301e+13 2.06597e+13 1.16361e+13 9.22512e+12 1.30398e+13 7.99964e+12 7.86722e+12 7.72825e+12 1.27327e+13 7.51947e+12 8.3485e+12 6.43087e+12 6.07128e+12 9.08048e+12 7.45049e+12 6.12259e+12 6.0548e+12 2.04446e+13 1.98413e+13 1.90653e+13 1.48367e+13 1.00836e+13 1.14665e+13 9.50653e+12 8.54031e+12
threshold=36.515000000000008 17.500000000000004 30.410108300000001 34.605000000000011 30.370618100000005 30.425002000000003 22.500000000000004 31.795000000000005 60.029906750000002 1.5000000000000002 20.500000000000004 18.500000000000004 2.5000000000000004 55.912026600000011 19.500000000000004 15.500000000000002 26.500000000000004 59.982527000000012 34.010000000000012 33.585000000000008 30.388336800000001 35.305000000000007 30.434657650000002 38.781124500000011 35.505000000000003 18.500000000000004 43.592450450000008 44.039893800000009 1.0000000180025095e-35 15.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 6 7 -4 9 -9 -6 -3 21 14 -14 -16 -13 19 -19 20 -12 -7 25 24 29 -23 -25 28 -28 -24
right_child=-2 2 5 -5 10 12 -8 8 -10 -11 17 16 13 -15 15 -17 -18 18 -20 -21 -22 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=-124.70742538895769 13.102382997582215 6804.9051385129133 8188.3289588873731 5149.9540242558869 -4164.7633756944006 619.03261252089396 -24476.747262627629 -5776.4141817959871 -24307.377557550604 61875.886111548636 19336.318971969737 -1619.3114980900607 -1679.0195106907895 47306.670879836311 -79249.764140625004 -5327.6862215909096 7718.8087410567523 17173.072718741383 60115.756301443922 -22300.870168519632 -19537.282688934949 -58211.237192740096 -17152.603753744839 -58178.271151194851 3917.7751350460476 -12852.066231368459 -39176.708359375007 -4025.5628958208431 35247.270398050103 775.10704006772016
leaf_weight=789374 3393752 1398 700 7058 305 88831 505 352 275 31 234 12686 38 21 50 22 783 408 56 78 49 82 664 34 9133 598 20 10063 121 443
leaf_count=789374 3393752 1398 700 7058 305 88831 505 352 275 31 234 12686 38 21 50 22 783 408 56 78 49 82 664 34 9133 598 20 10063 121 443
internal_value=0 -48.1022 399.699 1834.47 371.648 104.31 -7208.05 -786.336 -10333.9 -300.641 9673.23 -335.34 228.02 -24046.3 -37668.2 -56662.5 -1076.45 14789.1 22355.8 5063.45 12605.6 256.931 -1263.34 -696.886 2415.54 -18321.8 -3809.92 -3628.76 24690.7 -9978.28
internal_weight=0 924412 135038 23055 15997 111983 1863 1358 658 383 1130 14867 110120 131 110 72 13469 825 464 361 283 109989 21158 20478 10240 680 10238 10204 141 1107
internal_count=4318164 924412 135038 23055 15997 111983 1863 1358 658 383 1130 14867 110120 131 110 72 13469 825 464 361 283 109989 21158 20478 10240 680 10238 10204 141 1107
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=31
num_cat=0
split_feature=3 2 1 1 5 5 5 3 5 5 5 5 5 0 2 1 1 3 1 0 3 0 5 1 0 5 0 0 0 2
split_gain=2.98524e+11 2.93454e+12 1.11417e+13 4.87917e+13 5.83653e+13 3.34202e+13 5.12587e+13 3.1185e+13 4.44024e+13 3.19295e+13 2.35621e+13 2.3332e+13 2.11749e+13 2.78242e+13 1.81808e+13 1.80108e+13 4.88634e+13 3.61659e+13 2.91507e+13 2.90664e+13 3.49636e+13 3.21041e+13 3.46986e+13 4.54128e+13 5.3606e+13 2.9423e+13 2.9062e+13 6.95125e+13 3.89598e+13 2.29712e+13
threshold=19.500000000000004 9.5000000000000018 37.503486000000002 37.516458750000005 66.50500000000001 49.010000000000012 47.815000000000005 24.500000000000004 75.015000000000015 69.610000000000014 50.805000000000007 77.00500000000001 87.00500000000001 55.751981950000008 4.5000000000000009 37.692869000000009 37.642309100000013 22.500000000000004 37.737121850000008 55.674875350000008 25.500000000000004 55.826364100000013 31.990000000000006 37.66934650000001 55.701368300000006 70.50500000000001 55.842510000000011 55.885524800000006 55.851332700000007 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 -6 -7 -10 13 -9 -11 16 -5 -18 26 -19 21 22 -21 24 -24 -25 -17 28 -28 -23
right_child=1 -3 3 15 7 10 -8 12 11 14 -12 -13 -14 -15 -16 18 17 19 -20 20 -22 29 23 25 -26 -27 27 -29 -30 -31
leaf_value=9.5965445715268949 1329.1609938155673 -257.10135684511624 -16529.543996795313 -389.39959006722802 32389.463183593751 -101512.80631200397 135914.35244565218 -140303.52936197919 -33719.645538330078 79139.604315476201 -37305.98217696153 37684.347497319242 33963.377520129143 -18978.654924508428 204240.03004807694 11627.438176262585 -4541.5561180070063 6260.5448210037293 30.297435786609686 1815.2304960029069 -11795.150967151947 -51693.182933276286 -91216.663836348685 -85795.147111002603 -279761.65921875002 44115.720268110803 -50497.004997702206 3066.4582823255423 -198233.97529761906 -9822.5998431096305
leaf_weight=3810546 62752 318770 538 13003 48 63 23 24 83 21 616 102 49 89 26 4042 1846 243 102971 43 526 283 38 84 25 22 119 904 21 244
leaf_count=3810546 62752 318770 538 13003 48 63 23 24 83 21 616 102 49 89 26 4042 1846 243 102971 43 526 283 38 84 25 22 119 904 21 244
internal_value=0 -72.0386 240.342 -301.511 -17219.3 -28340.9 -10279.6 13981.4 34185.5 89756.5 -43263.3 5649.04 -20939.4 -44746.8 148344 -72.7931 -3165.27 -13927 395.327 -25416 -31500.9 -45526.9 -78389 -98796 -166036 -58832.5 7785.71 -7088.1 -72657.6 -32307.2
internal_weight=0 507618 188848 126096 1682 1240 561 442 280 95 679 185 162 113 47 124414 16357 3354 108057 1508 1265 739 212 169 63 106 5086 1044 140 527
internal_count=4318164 507618 188848 126096 1682 1240 561 442 280 95 679 185 162 113 47 124414 16357 3354 108057 1508 1265 739 212 169 63 106 5086 1044 140 527
is_linear=0
shrinkage=0.1


Tree=4912
num_leaves=31
num_cat=0
split_feature=2 3 5 0 3 1 5 1 5 6 5 0 1 5 5 0 5 1 1 1 6 5 0 0 5 0 5 5 0 5
split_gain=3.00578e+11 3.38982e+12 1.07121e+13 5.82671e+12 3.3498e+12 1.97677e+13 2.27822e+13 3.10718e+13 2.20372e+13 1.53206e+13 1.62181e+13 1.32455e+13 1.32132e+13 1.41557e+13 1.82836e+13 1.6803e+13 1.29343e+13 2.26232e+13 1.3515e+13 1.18482e+13 1.01639e+13 8.95459e+12 8.58054e+12 2.29027e+13 1.16364e+13 1.90239e+13 1.09173e+13 1.77198e+13 1.04031e+13 1.03309e+13
threshold=12.500000000000002 8.5000000000000018 45.985000000000007 55.795550600000006 13.500000000000002 30.362552800000003 32.910000000000004 30.278357500000002 84.030000000000015 1.5000000000000002 64.020000000000024 60.063729500000008 30.434657650000002 128.92000000000004 118.33500000000002 56.501468900000013 103.45000000000002 47.981192400000005 82.959896850000021 30.243224600000001 1.5000000000000002 46.810000000000009 43.592450450000008 44.226894250000008 85.91500000000002 55.812836050000008 42.205000000000005 41.995000000000012 55.416472000000006 60.905000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 8 19 -9 -11 12 21 14 16 -15 18 -18 22 20 -8 -7 -14 -24 26 -26 27 -25 29 -28
right_child=1 4 3 -5 -6 11 7 9 -10 10 -12 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-9.4472566716875477 73021.357692307691 -42772.916617398652 14285.421822008238 -29824.803665865387 90.890782933960224 -8751.1649118822679 3613.8404484972789 29971.066711922002 -76827.615066964281 152416.01107336956 41587.453096648183 57860.718698809229 -27342.611861895701 -2313.9314655172416 79096.71875 -111938.07951388891 -137953.64406250001 -1537.4195816532258 -23597.77578132927 -67779.195647321438 52012.719642857148 -44362.48154969827 81897.204825367662 3660.2993867011546 -149.63204823369566 76988.215041553733 -9688.5865715528053 81347.680067493071 -17288.294401476956 21253.705800122894
leaf_weight=3827415 26 74 129 39 486965 129 379 246 35 23 31 31 117 29 26 27 20 31 308 21 49 156 34 555 92 49 274 31 645 178
leaf_count=3827415 26 74 129 39 486965 129 379 246 35 23 31 31 117 29 26 27 20 31 308 21 49 156 34 555 92 49 274 31 645 178
internal_value=0 73.6804 13289.7 4045.55 68.4538 -2975.01 10266.2 15272.5 -400.952 40558.9 88792.2 -7133.48 -7879.44 -5477.2 -4298.08 -55168.4 -5227.07 -55034 -4114.44 5556.58 9154.83 -28243.7 -1076.02 578.01 -937.808 26657.1 -3249.68 7770.04 -9136.25 2496.65
internal_weight=0 490749 194 168 490555 3590 858 784 484 300 54 2732 2701 2416 2360 56 2334 51 2283 449 428 285 1975 1858 1824 141 1683 586 1097 452
internal_count=4318164 490749 194 168 490555 3590 858 784 484 300 54 2732 2701 2416 2360 56 2334 51 2283 449 428 285 1975 1858 1824 141 1683 586 1097 452
is_linear=0
shrinkage=0.1


Tree=4913
num_leaves=31
num_cat=0
split_feature=5 0 0 3 1 4 5 2 4 0 3 3 3 3 1 2 0 1 4 1 0 0 0 0 2 2 1 0 0 4
split_gain=2.95546e+11 1.67145e+12 2.13322e+12 3.06834e+12 1.49731e+12 2.17509e+12 1.47957e+12 2.80425e+12 4.39671e+12 2.65035e+12 3.37508e+12 3.28652e+12 3.07068e+12 6.32946e+12 2.75343e+12 2.51989e+12 2.45227e+12 4.82957e+12 4.46932e+12 7.83057e+12 2.70283e+12 2.3347e+12 3.90214e+12 3.53062e+12 2.32328e+12 2.10685e+12 7.36432e+12 2.1938e+12 1.36592e+13 1.5277e+13
threshold=18.050000000000004 43.465905150000005 43.056445700000005 9.5000000000000018 47.473138800000008 2.5000000000000004 16.850000000000005 2.5000000000000004 1.5000000000000002 45.073740550000004 3.5000000000000004 8.5000000000000018 14.500000000000002 15.500000000000002 39.704585000000002 19.500000000000004 44.580511600000001 39.726951800000002 1.0000000180025095e-35 41.900971000000006 43.592450450000008 55.795550600000006 55.025681450000008 56.338501050000012 8.5000000000000018 16.500000000000004 37.971176850000006 45.053747000000008 45.03656895000001 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 15 16 9 -9 14 -12 -13 -14 -11 25 17 20 -19 -20 -8 22 -15 -23 -25 27 -27 28 -3 -30
right_child=-2 6 -4 -5 5 -7 7 8 -10 10 11 12 13 21 -16 -17 -18 18 19 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=18532.147635904948 -2.2624506438400029 958.4280570491145 -13062.207828844512 -27528.899455915176 13478.279971313477 -26838.060555366847 -26317.616382575758 -8407.1422393627381 -32954.259420255337 -45867.597005208336 3211.2741894846031 -5067.1726405034306 52095.693321814906 4352.7015996072141 -7856.8212093019947 -29570.886994881468 2436.5294349505225 2491.2389498963648 70362.483575148814 6804.7899848090283 7634.1149047268764 -43279.864231178981 45988.222375000005 10715.625813293458 -9105.3425686130267 59998.518750000003 -11497.661540670957 -415.04242821494864 18660.62270515256 112506.96892755682
leaf_weight=72 4286109 1409 208 28 32 23 33 356 41 21 2860 1220 26 226 206 29 5375 49 42 36 81 22 25 96 154 25 34 19222 82 22
leaf_count=72 4286109 1409 208 28 32 23 33 356 41 21 2860 1220 26 226 206 29 5375 49 42 36 81 22 25 96 154 25 34 19222 82 22
internal_value=0 302.515 -6444.64 2435.71 9042.08 -3381.28 379.797 1325.53 -335.289 -78.6933 531.877 1115.69 -2272.32 3938.48 -11373.2 -113.851 2879.01 12747.5 26159.6 41028.2 -2194.02 1544.43 8499.67 -4873.82 -1494.09 -72.7688 18797.3 -126.462 3539.82 38512.7
internal_weight=0 32055 363 155 127 55 31692 10869 5253 5212 4856 4629 1769 549 227 20823 5616 241 127 78 114 523 251 272 250 20794 59 20735 1513 104
internal_count=4318164 32055 363 155 127 55 31692 10869 5253 5212 4856 4629 1769 549 227 20823 5616 241 127 78 114 523 251 272 250 20794 59 20735 1513 104
is_linear=0
shrinkage=0.1


Tree=4914
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 4 6 3 3 5 5 1 3 3 1 3 3 1 5 3 2 3 1 3 1 3 3 5 4 5
split_gain=2.78381e+11 3.24758e+12 2.58407e+13 2.46024e+13 4.30805e+13 2.49014e+13 2.19168e+13 3.96881e+13 2.00288e+13 2.31683e+13 2.32583e+13 2.06934e+13 6.31745e+13 4.48819e+13 2.4536e+13 9.30813e+13 1.5774e+14 4.44523e+13 3.09924e+13 3.38127e+13 3.31379e+13 2.78583e+13 3.74564e+13 8.82053e+13 2.9175e+13 4.87991e+13 2.54563e+13 2.42968e+13 2.33873e+13 2.18485e+13
threshold=59.963407450000012 30.332994000000003 59.982527000000012 30.468306550000005 30.502469200000004 1.5000000000000002 1.5000000000000002 8.5000000000000018 5.5000000000000009 61.405000000000008 110.05000000000001 30.346469350000003 8.5000000000000018 14.500000000000002 30.410108300000001 16.500000000000004 17.500000000000004 30.425002000000003 43.005000000000003 9.5000000000000018 1.5000000000000002 13.500000000000002 30.370618100000005 18.500000000000004 30.370618100000005 12.500000000000002 6.5000000000000009 69.610000000000014 1.5000000000000002 61.845000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 -3 9 -8 -11 12 -10 -14 18 -16 28 -18 -13 26 29 24 -23 -24 -22 -26 -20 -28 -17 -21
right_child=1 2 -4 4 -6 -7 8 -9 11 10 -12 14 13 -15 15 16 17 -19 19 20 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=5.8495880339847162 374.18549713924972 -120405.91674107144 17.970752035432724 25911.196101037782 1861.4120636673899 116262.12888532368 5254.3138355611009 -1054.6399815849313 -84120.790525428922 -36319.03233795784 64898.422765625 -8403.9183669492431 66814.074078244579 -53856.440625000003 -16192.797241436199 92088.173373579557 -103063.96155468751 37408.416416968372 9930.8627158717118 -8886.3148437500004 47171.364030219185 -87520.87068089431 -38453.813293906445 81554.799661847021 -79208.496245941555 39465.194490947426 -65808.290968706351 -167573.69803240744 184307.86053977275 110087.33234105604
leaf_weight=4100519 84605 28 121169 67 577 56 1222 5638 51 247 25 996 147 39 1138 55 50 41 38 33 90 123 713 67 77 63 179 27 55 29
leaf_count=4100519 84605 28 121169 67 577 56 1222 5638 51 247 25 996 147 39 1138 55 50 41 38 33 90 123 713 67 77 63 179 27 55 29
internal_value=0 -110.209 -418.252 -4870.85 13315.4 67046.6 -6010.44 -1644.45 -10504.1 -620.863 -27016 -14185.4 14477.2 41512.2 -15985.3 -5112.08 57623.5 -39774.2 -21964.5 -31350.5 -24423.9 -28319.3 -36233.1 -28145.4 2750.76 -25805.3 -65273.8 -79146.5 138198 46762.6
internal_weight=0 217645 133040 11871 700 123 11171 5666 5505 1494 272 4011 237 186 3774 1339 201 91 2435 1439 1195 1133 903 780 230 140 244 206 110 62
internal_count=4318164 217645 133040 11871 700 123 11171 5666 5505 1494 272 4011 237 186 3774 1339 201 91 2435 1439 1195 1133 903 780 230 140 244 206 110 62
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=31
num_cat=0
split_feature=0 1 4 1 0 5 5 5 5 5 5 5 4 5 3 6 5 3 5 2 5 5 0 5 5 5 5 1 1 2
split_gain=3.0758e+11 2.83629e+12 9.00458e+12 7.99454e+12 1.87736e+13 7.87394e+12 7.73802e+12 8.38074e+12 7.36466e+12 7.8582e+12 9.04494e+12 8.801e+12 1.09966e+13 9.32754e+12 7.10362e+12 1.50861e+13 1.36733e+13 1.44825e+13 9.78107e+12 2.62307e+13 9.56493e+12 1.08167e+13 1.67299e+13 1.07136e+13 1.02305e+13 1.05794e+13 1.86145e+13 1.43355e+13 9.25791e+12 1.62226e+13
threshold=60.035045000000004 30.362552800000003 5.5000000000000009 30.346469350000003 60.042666650000008 50.410000000000004 73.010000000000005 88.015000000000015 65.045000000000016 43.605000000000011 39.025000000000013 56.835000000000008 2.5000000000000004 63.145000000000003 20.500000000000004 1.5000000000000002 35.710000000000008 25.500000000000004 116.06000000000002 20.500000000000004 105.35000000000001 69.015000000000015 60.042666650000008 80.00500000000001 57.005000000000003 62.995000000000012 65.045000000000016 30.434657650000002 30.370618100000005 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 9 10 -6 12 -11 -13 28 16 -16 -18 20 -20 21 24 23 -23 -17 -26 27 -27 29 -3
right_child=1 14 -4 4 6 -7 7 -9 -10 11 -12 13 -14 -15 15 18 17 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=4.5066902062969039 -554.34619684654683 -2093.6850121297425 66171.727968749998 -14310.915082600912 -3705.0898986466636 -41449.137134651144 44578.41385857077 -18872.670432942708 -29140.366847984813 17495.263044104729 -30201.286130958266 -14810.636843109132 -54958.21875 40229.061026785719 -2982.5725650008844 -2216.9316424093199 11091.375603688799 -1129.4873089548084 -107212.35287298389 20889.954415246215 29096.210684390942 -8158.1498944256764 -23200.277583271749 69601.857151884193 34890.529187971391 -98539.474710648152 29208.829007568362 -1558.4746595982142 -73.434738205613641 -34987.944015537774
leaf_weight=4198450 33173 537 20 270 698 177 68 30 107 438 158 256 22 35 1470 2834 3791 1303 31 33 98 37 444 34 159 27 80 35 73141 208
leaf_count=4198450 33173 537 20 270 698 177 68 30 107 438 158 256 22 35 1470 2834 3791 1303 31 33 98 37 444 34 159 27 80 35 73141 208
internal_value=0 -158.053 -908.463 -946.327 -6702.49 -25056.9 -2174.66 25154.6 -3737.24 -2045.81 -8595.74 5419.89 14030.1 -8190.74 157.672 2607.81 5513.6 7965.39 -2395.77 -41159.6 -1733.85 -2561.62 -15992.8 29079 -355.214 17173.4 -2664.83 -43792.1 -186.407 -11277.6
internal_weight=0 119714 35452 35432 2259 447 1812 98 1714 1607 856 751 460 291 84262 10376 6564 5094 3812 64 3748 3650 515 71 3135 301 142 62 73886 745
internal_count=4318164 119714 35452 35432 2259 447 1812 98 1714 1607 856 751 460 291 84262 10376 6564 5094 3812 64 3748 3650 515 71 3135 301 142 62 73886 745
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=31
num_cat=0
split_feature=3 0 6 1 3 5 5 5 1 5 5 1 4 5 2 5 5 5 1 0 1 6 0 1 3 3 0 2 0 5
split_gain=3.06515e+11 2.89038e+12 6.21742e+12 1.59141e+13 1.49367e+13 1.2397e+13 1.00184e+13 2.11293e+13 8.6553e+12 6.60647e+12 6.0214e+12 6.69832e+12 9.10601e+12 5.6843e+12 8.22761e+12 4.93366e+12 8.43373e+12 1.29459e+13 2.6534e+12 6.55665e+12 1.4602e+13 2.2249e+13 1.96022e+13 2.08629e+13 1.79044e+13 1.68951e+13 1.62306e+13 1.53116e+13 1.40959e+13 8.64907e+12
threshold=19.500000000000004 43.514103700000014 1.5000000000000002 39.925119750000007 21.500000000000004 33.805000000000007 74.610000000000014 60.310000000000009 39.899261850000009 53.995000000000012 50.805000000000007 45.148007750000012 1.5000000000000002 87.395000000000024 12.500000000000002 43.810000000000009 53.995000000000012 54.990000000000002 60.611165000000007 56.791364150000007 60.695889550000011 1.5000000000000002 56.782419000000012 60.837513500000007 25.500000000000004 27.500000000000004 56.758269450000007 15.500000000000002 56.782419000000012 67.520000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 8 -4 7 9 -2 -7 -5 12 -12 -14 -15 -10 -17 -18 -3 20 21 -20 23 25 -23 26 27 -22 -26 -28
right_child=1 18 3 10 -6 6 -8 -9 15 -11 11 -13 13 14 -16 16 17 -19 19 -21 22 24 -24 -25 28 -27 29 -29 -30 -31
leaf_value=9.7241441205649082 62272.309677036828 35.525074233360343 20220.500260416666 34256.415954861113 -64771.860640625004 -73021.881138392855 -6586.3120192307688 -155747.50887044272 47203.597010869569 1176.4731584821429 -54763.803409090906 -57147.635733695657 46777.296695523655 -42965.160216346158 42347.632656250003 -54271.379890625009 81388.410625000004 -13806.793609375001 20990.440620691414 -2434.3157175390138 31812.901017441865 -10346.35311012382 -12534.385767214138 -397.04779636816147 46101.699438890362 -2312.1005472886827 21002.532922741641 129023.57230506312 -303.80128796635842 -19399.352875808192
leaf_weight=3810546 35 424088 24 45 25 28 26 24 23 21 22 23 37 26 20 25 20 50 811 15543 43 670 1304 63273 118 450 613 26 147 58
leaf_count=3810546 35 424088 24 45 25 28 26 24 23 21 22 23 37 26 20 25 20 50 811 15543 43 670 1304 63273 118 450 613 26 147 58
internal_value=0 -72.9964 -7878.23 -16759.6 6890.79 -44258.5 -59889.8 -78874.6 18600.4 -41222.6 2791.66 -8270.16 2436.33 17597.8 -5872.64 5646.84 -4414.27 13391.8 -65.7013 -582.568 -156.254 8869.72 -395.878 -150.333 -1643.55 12967.7 22259.4 68443 20359.8 17510.3
internal_weight=0 507618 474 296 178 123 99 73 153 49 173 128 105 83 46 118 95 70 507144 83056 67513 1746 65767 64463 935 1190 740 69 265 671
internal_count=4318164 507618 474 296 178 123 99 73 153 49 173 128 105 83 46 118 95 70 507144 83056 67513 1746 65767 64463 935 1190 740 69 265 671
is_linear=0
shrinkage=0.1


Tree=4917
num_leaves=31
num_cat=0
split_feature=2 5 3 5 0 0 1 0 1 5 5 0 5 1 0 0 0 1 0 4 0 5 1 5 1 5 1 1 1 0
split_gain=2.64956e+11 4.50211e+12 5.06006e+12 2.53362e+13 1.16633e+13 3.27612e+13 3.50898e+13 1.35802e+13 2.06133e+13 1.60097e+13 1.21113e+13 1.78332e+13 1.29065e+13 1.15523e+13 1.14189e+13 2.06407e+13 1.87021e+13 1.10372e+13 1.74888e+13 1.2484e+13 1.3018e+13 1.33942e+13 1.19845e+13 1.13612e+13 1.06239e+13 1.81015e+13 1.55678e+13 9.42154e+12 2.19997e+13 9.29401e+12
threshold=7.5000000000000009 177.02500000000003 8.5000000000000018 68.00500000000001 55.751981950000008 55.68356880000001 37.559851850000008 55.518428350000008 37.559851850000008 94.040000000000006 71.715000000000018 55.784980300000008 70.00500000000001 30.278357500000002 59.982527000000012 59.939091550000008 60.029906750000002 40.810045900000013 44.039893800000009 2.5000000000000004 54.708501450000007 73.995000000000019 38.058342000000003 70.50500000000001 30.259484550000003 57.405000000000008 30.243224600000001 38.058342000000003 33.101335500000005 55.87722990000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 7 -7 9 -9 17 12 -12 -6 24 15 29 -16 18 -5 20 22 -22 -20 -19 26 -26 -2 28 -21 -13
right_child=1 -3 -4 4 10 6 -8 8 -10 -11 11 14 -14 -15 16 -17 -18 23 19 27 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-16.627096509036772 16074.549173638452 4597.5904350086594 43.073773184545757 -128564.88217075894 -6265.5595172012072 -182015.04431250002 -28653.828378378381 77172.205971808187 -26986.828310032895 970.43308931238516 67093.848486328134 -41315.763545866939 -79833.369626524393 -523.43751079644426 -101273.00207356771 56911.380983072915 1120.9309215198864 53116.170117187503 3864.6227470531799 47100.059953125005 -45657.865961371528 -137876.24386160713 -54994.635573092375 -19375.002674347765 103002.06603860295 -10427.636523437501 -55522.443098958342 35297.229101562501 -70372.66691894531 -254.40378010248992
leaf_weight=2976884 381 2161 1332662 21 57 25 37 38 38 272 38 62 41 4169 30 60 44 24 57 25 36 28 88 218 34 24 33 36 44 497
leaf_count=2976884 381 2161 1332662 21 57 25 37 38 38 272 38 62 41 4169 30 60 44 24 57 25 36 28 88 218 34 24 33 36 44 497
internal_value=0 36.9028 29.543 -2763.08 -12777 -20121.6 -90493 -15404.8 25092.7 -19030.1 -4032.5 393.111 -37043.9 1155.3 -3264.36 1173.94 -40390.1 -28458.4 -40213.5 -34304.6 -48437.6 -86003.4 -31856.9 -12185.8 15983 56065.6 10367.5 -6173.29 -27810.1 -4808.62
internal_weight=0 1.34128e+06 1.33912e+06 6457 1816 987 62 925 76 849 829 731 98 4641 693 619 74 577 335 314 209 64 145 242 472 58 414 105 69 559
internal_count=4318164 1341280 1339119 6457 1816 987 62 925 76 849 829 731 98 4641 693 619 74 577 335 314 209 64 145 242 472 58 414 105 69 559
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=31
num_cat=0
split_feature=5 4 3 5 0 0 6 2 1 1 2 3 0 1 3 0 3 1 1 1 1 1 1 0 5 5 0 1 0 2
split_gain=3.50134e+11 2.22087e+12 3.68155e+12 3.57038e+12 7.66537e+12 9.56863e+12 1.88768e+13 7.23507e+12 5.84876e+12 1.22332e+13 3.42771e+12 7.4495e+12 1.45873e+13 4.16382e+13 2.61674e+13 2.52892e+13 1.45868e+13 1.23676e+13 5.0706e+13 4.76526e+13 1.19534e+13 9.55788e+12 1.8368e+13 1.02721e+13 2.07666e+13 1.074e+13 2.96597e+13 2.70312e+13 2.15869e+13 1.71478e+13
threshold=150.04500000000004 2.5000000000000004 25.500000000000004 161.85000000000002 56.838612000000005 45.063245200000004 1.5000000000000002 8.5000000000000018 30.305955500000003 30.160599000000001 2.5000000000000004 8.5000000000000018 53.310923100000004 39.767857750000005 10.500000000000002 47.272352350000006 6.5000000000000009 37.752451500000006 37.889331900000009 37.542000650000013 83.761389800000003 38.891822450000006 38.096381250000007 58.000519000000004 177.02500000000003 177.02500000000003 56.24640500000001 91.398302750000013 56.863241500000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 9 -5 11 16 13 14 -13 -15 17 19 -19 -3 -14 22 -20 25 -25 26 27 29 -28 -23
right_child=1 10 -4 8 -6 6 7 -9 -10 -11 -12 12 20 15 -16 -17 -18 18 21 -21 -22 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1.7151100146491958 55055.303385416664 -4948.3155595602448 37437.017565104172 14379.473120117189 67720.2081875 60065.71114783654 -12802.752320772059 -84514.484765625006 2027.5370688615021 -73762.874136844752 -1862.5524965016634 74061.593462171062 1945.5621512276787 -37563.952652138156 -30398.543389423077 -159272.08876008066 32700.060205078127 150290.19656575521 21314.540173611113 -153092.3972826087 -76352.218959960941 -19327.784861879485 -64833.122038352274 -114779.33958333333 15795.391163793105 1253.1100440674863 111652.44076021636 107136.82352764423 21381.145476842808 18138.533253613947
leaf_weight=4302555 30 388 30 32 25 26 34 24 1728 31 10109 38 777 38 65 31 172 24 45 23 20 209 55 21 29 1179 52 26 54 294
leaf_count=4302555 30 388 30 32 25 26 34 24 1728 31 10109 38 777 38 65 31 172 24 45 23 20 209 55 21 29 1179 52 26 54 294
internal_value=0 -472.763 2674.96 2134.62 17573.6 6576.55 -10737.3 -42476.6 936.392 -28992.2 -924.777 1753.18 -5719.06 -32130.4 8140.15 -92244.4 4569.44 2552.58 5817.25 -13238.6 -19.2504 4051.8 -26066.7 5667.6 -39046 6900.06 17384.7 7710.36 65665.2 2571.02
internal_weight=0 15609 1960 1930 139 114 84 58 1791 63 13649 3540 969 172 103 69 2571 2399 1988 411 797 1964 100 1864 50 1814 635 529 106 503
internal_count=4318164 15609 1960 1930 139 114 84 58 1791 63 13649 3540 969 172 103 69 2571 2399 1988 411 797 1964 100 1864 50 1814 635 529 106 503
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=31
num_cat=0
split_feature=5 1 1 0 2 1 0 0 5 1 3 2 1 3 1 1 3 5 1 2 2 2 2 5 0 4 0 3 0 2
split_gain=2.83609e+11 1.96668e+12 1.35943e+13 6.03598e+12 9.79773e+12 9.72819e+12 6.5021e+12 5.88721e+12 1.21336e+13 1.7614e+13 4.59176e+13 4.49968e+13 2.95583e+13 2.95227e+13 1.25905e+13 1.18596e+13 1.02683e+13 1.90891e+13 3.65896e+13 1.2309e+13 1.54605e+13 8.47353e+12 7.99025e+12 1.99239e+13 1.42921e+13 7.64225e+12 6.9826e+12 6.94226e+12 6.85576e+12 5.85322e+12
threshold=150.04500000000004 39.767857750000005 39.826386800000009 45.022371150000005 1.5000000000000002 39.739656000000004 44.580511600000001 45.005863250000004 177.02500000000003 39.071052600000009 5.5000000000000009 4.5000000000000009 39.714575750000009 7.5000000000000009 37.777459000000007 39.704585000000002 17.500000000000004 161.85000000000002 39.011252750000004 9.5000000000000018 7.5000000000000009 11.500000000000002 8.5000000000000018 225.45000000000002 44.732363600000006 3.5000000000000004 44.580511600000001 10.500000000000002 44.732363600000006 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 7 -2 8 9 10 14 12 -11 -12 -6 22 17 18 -9 20 25 -13 23 24 -10 -19 -25 -24 -15 -4
right_child=1 2 29 -5 5 -7 -8 16 15 11 13 21 -14 28 -16 -17 -18 19 -20 -21 -22 -23 27 26 -26 -27 -28 -29 -30 -31
leaf_value=1.5435988394152691 -65992.750578703708 -52284.251934344953 2738.0934490379518 -385.47189598819807 61374.63676339286 53212.861775090154 -3655.4872247869316 80849.877436755953 -94317.086368534481 -13060.274431818183 -95128.712740384624 66331.542615327387 -181032.85359375001 10053.44747596154 147471.0456912879 24203.263240069657 -18981.038902698867 35845.599176520271 -96622.758736478369 123947.7703804348 -35362.535136718754 -5472.7109953703703 41699.431979166664 47126.671812500004 3714.4152148437497 105816.57309027779 -19926.408555640246 -14086.283169450431 78946.811328125012 -2617.0698214076506
leaf_weight=4302555 27 52 2910 4870 35 52 44 21 58 22 26 42 20 52 33 83 44 37 26 23 20 27 30 25 20 27 41 87 20 6835
leaf_count=4302555 27 52 2910 4870 35 52 44 21 58 22 26 42 20 52 33 83 44 37 26 23 20 27 30 25 20 27 41 87 20 6835
internal_value=0 -425.487 -1290.05 1031.86 8359.27 11271 -27361.2 8608.07 3820.66 19397.8 40018.2 -11439.8 -93047.2 -3792.15 103157 -8722.59 23623.1 35795.7 -17326.5 59129.7 41382 38234.2 -19193.3 -34964.7 -69180.8 65364.6 5472.49 217.746 29190.5 -1017.94
internal_weight=0 15609 9797 5812 942 871 71 819 621 277 166 111 42 98 68 344 198 154 47 107 84 69 261 144 78 64 66 117 72 9745
internal_count=4318164 15609 9797 5812 942 871 71 819 621 277 166 111 42 98 68 344 198 154 47 107 84 69 261 144 78 64 66 117 72 9745
is_linear=0
shrinkage=0.1


Tree=4920
num_leaves=31
num_cat=0
split_feature=3 6 3 1 1 0 0 1 0 1 5 0 0 5 2 5 4 0 5 1 1 5 0 2 5 1 0 5 0 5
split_gain=2.80304e+11 4.47647e+12 1.15508e+13 4.5697e+13 4.60446e+13 4.89047e+13 6.68262e+13 2.94476e+13 5.83978e+13 4.49233e+13 4.48938e+13 5.88563e+13 9.04006e+13 5.99668e+13 5.16258e+13 3.85264e+13 4.93659e+13 3.9705e+13 3.23383e+13 3.05825e+13 5.99228e+13 3.04093e+13 2.84168e+13 4.94992e+13 2.84001e+13 2.98379e+13 2.77993e+13 2.73577e+13 2.68959e+13 2.68844e+13
threshold=21.500000000000004 1.5000000000000002 22.500000000000004 30.160599000000001 38.996948700000011 55.769960200000007 55.762622900000004 37.597123000000003 55.834684950000003 37.39371280000001 54.410000000000004 55.826364100000013 55.784980300000008 39.805000000000007 10.500000000000002 61.845000000000006 2.5000000000000004 55.806974650000008 50.805000000000007 37.475443250000005 37.516458750000005 53.995000000000012 55.860536450000005 6.5000000000000009 58.040000000000006 37.475443250000005 55.993277250000013 44.410000000000004 59.846652800000008 75.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 28 5 6 -5 9 21 -7 11 12 -11 14 -14 -12 22 -18 27 -15 -21 -9 -17 -24 25 -8 29 -13 -3 -10
right_child=1 2 -4 4 -6 7 24 8 26 10 15 18 13 19 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.479339473220378 167.74577953893299 -65954.659218750006 -86.777592707654321 -9565.7724810779873 2381.8148213944623 -2318.5000099175877 -45317.220738636366 -14724.679478856937 -42651.668034913557 -19869.143509615387 -25853.007745571798 20060.778538493585 133038.17310058593 98897.874819711549 -37371.69929199219 127575.7275900136 -88099.411425781262 8114.4110531487477 84063.740760552711 349404.55570652173 123525.74161783856 35245.546455852418 -56750.356955566414 75859.031751130751 -40210.269485960147 -194777.97097886031 10149.615161937672 -35908.224692007214 55992.013681304772 -2678.0018179757258
leaf_weight=3887566 273553 20 127212 9718 11403 4880 22 201 676 65 348 545 40 26 32 46 48 403 67 23 24 309 40 95 69 34 182 104 189 224
leaf_count=3887566 273553 20 127212 9718 11403 4880 22 201 676 65 348 545 40 26 32 46 48 403 67 23 24 309 40 95 69 34 182 104 189 224
internal_value=0 -76.554 -502.094 -2273.06 -2601.8 -5720.62 -10500.3 -105.195 -12345.5 2766.38 15785.4 31573.8 78125.7 122054 57300.5 866.905 15579.8 -2125.64 17920.3 185921 234062 15551.4 59696.6 36567.4 -83151.5 -136061 -25494.6 11091.9 44322.5 -32702.7
internal_weight=0 430598 157045 29833 29624 18221 9843 8378 1592 6786 1906 926 210 145 72 980 632 451 716 73 47 510 181 135 125 56 1082 649 209 900
internal_count=4318164 430598 157045 29833 29624 18221 9843 8378 1592 6786 1906 926 210 145 72 980 632 451 716 73 47 510 181 135 125 56 1082 649 209 900
is_linear=0
shrinkage=0.1


Tree=4921
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 0 3 0 3 0 1 3 2 0 1 1 1 3 0 3 0 0 6 4 3 1 0 0 2 1
split_gain=2.57319e+11 6.72746e+12 1.19508e+13 2.20793e+13 1.25299e+13 1.07686e+13 8.15143e+12 7.95346e+12 7.48781e+12 6.36803e+12 5.63889e+12 5.58029e+12 5.62996e+12 5.44365e+12 4.13513e+12 4.01945e+12 1.12985e+13 2.15064e+13 3.04361e+13 1.14001e+13 9.86529e+12 1.16509e+13 7.99557e+12 6.30486e+12 1.52151e+13 5.79625e+12 9.08393e+12 3.54594e+13 1.6479e+13 3.03088e+13
threshold=62.710000000000008 62.995000000000012 51.717367500000009 51.83362145000001 30.207352000000004 51.636650050000007 32.500000000000007 59.896318000000008 24.500000000000004 54.708501450000007 54.845880150000006 19.500000000000004 7.5000000000000009 45.055827000000008 39.614024000000008 30.370618100000005 30.305955500000003 9.5000000000000018 59.904813200000007 23.500000000000004 59.982527000000012 60.017447350000005 1.5000000000000002 2.5000000000000004 10.500000000000002 37.692869000000009 55.701368300000006 55.719391050000006 2.5000000000000004 37.39371280000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 7 11 10 9 -7 -5 15 12 -2 -14 -13 16 19 18 -18 23 22 -22 -19 24 -6 26 -17 -28 29 -29
right_child=1 -3 3 4 6 8 -8 -9 -10 -11 -12 14 13 -15 -16 25 17 20 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-14.124553668479832 7175.7600945184695 25.763556019311871 -38335.85452862364 49517.568691406253 -78340.903093261717 20399.367182426951 -57371.54714673914 62108.9921875 66885.74345238095 2169.8611733572825 7674.2905797636313 1012.7224559294872 59847.893703294838 12181.014667968751 -53208.084161931823 7004.0582092047671 3264.7544921875001 -34974.077594866074 167787.29388586956 61481.984821428574 91085.719734700528 -10907.409705171132 38684.366953125005 19958.262646484378 -3406.8984023321245 2120.8283165104181 -111700.76948784722 -15128.195087466034 -18060.250929131911 93430.404692263721
leaf_weight=3235080 298 1078400 132 40 40 77 23 51 63 98 1297 39 46 50 22 257 22 56 23 21 24 21 20 36 84 1270 36 69 428 41
leaf_count=3235080 298 1078400 132 40 40 77 23 51 63 98 1297 39 46 50 22 257 22 56 23 21 24 21 20 36 84 1270 36 69 428 41
internal_value=0 42.1888 3823.79 1896.98 3239.09 17065.4 1978.81 28364.6 41318.2 15893.8 2343.31 9602.96 13960.5 35021.4 -18542.3 -481.145 9489.56 28331.8 87354.1 -7791.14 6381.33 43488.9 -15590.3 -16883.2 -27579.2 -2127.9 -8621.14 -15617.1 -9187.71 25334.6
internal_weight=0 1.08308e+06 4684 4089 3957 595 3768 189 140 138 3745 455 394 96 61 2448 347 166 45 181 121 45 76 160 124 2101 831 574 538 110
internal_count=4318164 1083084 4684 4089 3957 595 3768 189 140 138 3745 455 394 96 61 2448 347 166 45 181 121 45 76 160 124 2101 831 574 538 110
is_linear=0
shrinkage=0.1


Tree=4922
num_leaves=31
num_cat=0
split_feature=0 1 3 3 2 5 4 5 2 2 4 2 2 5 5 5 5 3 5 5 5 5 3 5 5 5 5 5 4 5
split_gain=2.55783e+11 1.81887e+12 2.0605e+13 3.66441e+13 4.14453e+13 2.8302e+13 2.30741e+13 5.06031e+13 1.95228e+13 4.55395e+13 3.19441e+13 3.66059e+13 2.69611e+13 4.59944e+13 1.9509e+13 1.95693e+13 2.32081e+13 1.88192e+13 2.41368e+13 1.65516e+13 4.21841e+13 1.57211e+13 1.26436e+13 1.16904e+13 1.93564e+13 1.14029e+13 1.43126e+13 1.10554e+13 2.74826e+13 1.0382e+13
threshold=43.465905150000005 39.925119750000007 7.5000000000000009 9.5000000000000018 7.5000000000000009 109.05000000000001 1.5000000000000002 32.475000000000001 2.5000000000000004 4.5000000000000009 2.5000000000000004 1.5000000000000002 5.5000000000000009 79.730000000000018 67.990000000000023 56.835000000000008 52.990000000000002 8.5000000000000018 65.905000000000015 94.040000000000006 85.91500000000002 132.05000000000004 8.5000000000000018 46.010000000000012 41.005000000000003 60.905000000000008 47.815000000000005 53.995000000000012 2.5000000000000004 79.730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 19 7 -4 10 25 11 -8 22 14 15 16 -14 -6 -19 20 27 -7 -11 24 -9 26 -10 -1 -29 -5
right_child=-2 -3 3 29 17 21 8 23 9 12 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2443.3992392077089 -2.5758154660715316 422.62960283218229 50048.423051364945 -8140.7429115709183 26878.51409375 -138418.8045703125 -64965.619176136366 -60882.588281250006 -7033.8759510869568 150550.77682942708 181345.22872023811 95628.615263671876 -8678.3224964488636 -116198.746171875 128537.35052083334 -39381.777155172414 133515.70152994792 72587.323108362267 217528.61953125001 49297.319636418273 -142502.69850543479 -27355.57755408654 54259.881562500006 -114828.61534090909 33469.469817708334 6463.471923828125 -110453.0582763672 -41295.412922417941 5294.0298787434904 14246.451445918121
leaf_weight=1675 4270332 43578 87 1051 25 25 22 79 23 30 21 40 22 20 24 29 24 27 20 52 23 26 25 22 30 34 32 268 240 258
leaf_count=1675 4270332 43578 87 1051 25 25 22 79 23 30 21 40 22 20 24 29 24 27 20 52 23 26 25 22 30 34 32 268 240 258
internal_value=0 229.963 -1743.71 5839.26 25531 -8131.27 16410.1 -9071.82 32465.2 19120.9 74748.8 38643.6 48881.2 22120.2 50063.4 24951.8 65509.9 96977.7 134264 -6467.4 -7781.89 -81798.3 106782 -48334.9 -34914.1 -39062 -67205 -6362.48 -19284.7 -3728.29
internal_weight=0 47832 4254 1945 636 2309 564 218 346 263 83 62 174 119 99 75 46 72 47 2258 2206 51 55 131 109 89 55 2183 508 1309
internal_count=4318164 47832 4254 1945 636 2309 564 218 346 263 83 62 174 119 99 75 46 72 47 2258 2206 51 55 131 109 89 55 2183 508 1309
is_linear=0
shrinkage=0.1


Tree=4923
num_leaves=31
num_cat=0
split_feature=2 4 4 0 0 3 1 1 5 4 5 0 0 0 1 5 5 2 1 0 0 1 0 0 0 0 0 1 5 2
split_gain=2.5244e+11 3.24075e+12 7.46762e+12 6.47643e+12 8.3892e+12 3.23787e+12 1.27361e+13 2.44711e+13 3.45728e+13 2.35052e+13 2.18673e+13 2.74417e+13 3.38727e+13 5.08297e+13 4.37728e+13 3.33243e+13 2.72886e+13 2.60872e+13 5.36156e+13 2.44951e+13 2.16293e+13 2.02843e+13 2.99163e+13 3.07712e+13 2.96706e+13 5.71344e+13 2.28837e+13 3.10122e+13 3.63433e+13 3.02156e+13
threshold=12.500000000000002 7.5000000000000009 5.5000000000000009 55.416472000000006 56.281985950000006 15.500000000000002 37.767735350000002 37.752451500000006 82.00500000000001 2.5000000000000004 62.995000000000012 55.645049100000001 59.846652800000008 59.820733200000006 30.278357500000002 65.50500000000001 68.00500000000001 13.500000000000002 37.533784800000006 60.003414000000006 55.701368300000006 37.214886200000009 55.628356700000005 55.751981950000008 55.777112100000004 55.795550600000006 55.727011600000004 37.559851850000008 52.405000000000008 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 9 20 10 21 -12 13 15 19 17 -17 18 -13 -14 -9 -2 -23 26 -25 -26 29 28 -28 -24
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 12 14 -15 -16 16 -18 -19 -20 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-8.6577824440589808 -2641.4127957959249 40320.558242187501 958.65535888671877 -97263.89284137229 -14353.756295072117 5.0919007364456936 -778.95513064640727 -7158.5253506019471 135181.855625 -5762.1819460855304 -47.558286186918316 49456.724379595595 33898.413281250003 156264.68030684622 -9627.2335899175596 -31301.328310189594 35811.303819906301 37806.354858398438 247144.38226902173 146039.37258649556 56668.470263671879 -319.29211488531735 -1012.7791663255521 -32195.803403320315 84585.871743463023 5570.2941660349688 143164.40951588115 -13409.621162683823 10192.321459173387 37292.983501003844
leaf_weight=3827415 3798 20 40 23 26 460221 16743 122 30 2607 643 34 64 38 344 82 232 69 23 28 94 2811 334 180 98 1382 61 34 31 537
leaf_count=3827415 3798 20 40 23 26 460221 16743 122 30 2607 643 34 64 38 344 82 232 69 23 28 94 2811 334 180 98 1382 61 34 31 537
internal_value=0 67.5232 65.8826 -28898 -53270.8 71.1366 1070.35 3334.39 34589.2 2761.89 4815.13 15780.5 26915.6 45301.4 6758.79 35718.2 18285.1 79162.6 129225 68028.3 20618 2972.57 6871.97 14480 6139.95 10802.4 28366.2 68198.9 98358.6 22604
internal_weight=0 490749 490729 89 49 490640 30419 13676 246 13430 10823 1557 914 478 436 440 314 126 57 92 216 9266 5468 2657 1660 1480 997 126 92 871
internal_count=4318164 490749 490729 89 49 490640 30419 13676 246 13430 10823 1557 914 478 436 440 314 126 57 92 216 9266 5468 2657 1660 1480 997 126 92 871
is_linear=0
shrinkage=0.1


Tree=4924
num_leaves=31
num_cat=0
split_feature=1 0 0 5 3 1 0 5 3 3 3 5 1 1 3 0 0 5 2 5 5 5 1 3 4 2 5 1 0 0
split_gain=2.49837e+11 4.85676e+12 6.01847e+12 5.33435e+12 5.60213e+12 2.10667e+13 9.38346e+12 8.60351e+12 9.18579e+12 1.95769e+13 5.67817e+12 1.40011e+13 2.22001e+13 1.14499e+13 1.124e+13 9.50449e+12 2.77142e+13 8.12814e+12 6.39415e+12 6.79119e+12 6.03722e+12 7.69508e+12 7.475e+12 1.7288e+13 1.0838e+13 8.49507e+12 3.07716e+13 5.55713e+12 1.1332e+13 9.27019e+12
threshold=92.815157350000007 56.009576300000013 56.093493200000005 42.205000000000005 5.5000000000000009 93.043229050000022 56.054485600000007 47.815000000000005 21.500000000000004 20.500000000000004 9.5000000000000018 123.15000000000002 92.896330950000007 92.928903050000017 15.500000000000002 56.028355650000009 56.054485600000007 51.815000000000005 5.5000000000000009 88.015000000000015 50.410000000000004 54.410000000000004 92.928903050000017 6.5000000000000009 2.5000000000000004 7.5000000000000009 86.810000000000016 92.896330950000007 56.028355650000009 56.054485600000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6 9 10 11 20 -13 17 18 -16 -17 -12 19 -15 -9 -22 23 -23 -24 -25 -27 29 -29 -19
right_child=1 2 -4 4 5 6 -8 8 -10 -11 13 12 -14 14 15 16 -18 27 -20 -21 21 22 24 25 -26 26 -28 28 -30 -31
leaf_value=-3.9619446626160539 -373.94108354555107 -127.10932939286539 -116.82905027017739 -995.53483707698797 12972.224179485696 -71297.199065816632 268.84327370779857 -14585.824021128063 -3630.5001211111517 81811.459765625012 14968.747096713756 105526.55215371621 -16457.235156250001 12772.303621983294 10662.082980052808 111976.98263841712 19160.339584436148 -2588.8263248148232 -2844.7713071495382 71577.342410714293 21507.896492371667 83326.256018066415 -53935.74169207317 3269.0101654052737 113.35724621895034 4383.2676233694101 113349.0440257353 -46931.151979166665 3558.8176929145116 -46665.829049744905
leaf_weight=4204104 69763 6573 23799 2465 1113 53 28 111 1460 33 430 37 25 303 135 46 107 1821 355 21 403 32 41 624 390 109 34 45 3655 49
leaf_count=4204104 69763 6573 23799 2465 1113 53 28 111 1460 33 430 37 25 303 135 46 107 1821 355 21 403 32 41 624 390 109 34 45 3655 49
internal_value=0 146.032 964.934 2220.9 3329.23 4259.48 -46558.3 4621.22 3715.83 4933.82 4644.65 9641.47 56339.5 3349.36 13447.5 30001.7 47066 1721.88 6425.98 16583.7 7981.33 9515.29 5586.01 11311.6 -5028.2 8307.05 30291.2 699.228 2944.75 -3743.79
internal_weight=0 114060 44297 20498 13925 11460 81 11379 10266 8806 8773 1806 62 6967 967 288 153 6000 679 324 1744 1633 1230 799 431 767 143 5570 3700 1870
internal_count=4318164 114060 44297 20498 13925 11460 81 11379 10266 8806 8773 1806 62 6967 967 288 153 6000 679 324 1744 1633 1230 799 431 767 143 5570 3700 1870
is_linear=0
shrinkage=0.1


Tree=4925
num_leaves=31
num_cat=0
split_feature=1 5 2 5 5 0 5 3 3 4 2 0 3 5 3 2 5 5 0 0 0 0 3 0 2 3 5 3 3 5
split_gain=2.82159e+11 2.54775e+12 3.36897e+12 3.36503e+12 2.29093e+12 1.83569e+12 3.54849e+12 3.44893e+12 2.49473e+12 2.57164e+12 2.4474e+12 3.03676e+12 2.2797e+12 2.5467e+12 1.84724e+12 2.8532e+12 3.28788e+12 2.14582e+12 1.78579e+12 6.70113e+12 1.10559e+13 8.79663e+12 2.50166e+13 1.05342e+13 5.05841e+12 4.68929e+12 5.26532e+12 4.34164e+12 3.15655e+12 3.12098e+12
threshold=113.46563545000002 38.210000000000008 13.500000000000002 38.610000000000007 38.010000000000012 52.056565900000003 33.005000000000003 9.5000000000000018 15.500000000000002 1.0000000180025095e-35 4.5000000000000009 50.565831500000009 16.500000000000004 36.995000000000012 8.5000000000000018 4.5000000000000009 28.035000000000004 31.415000000000003 56.663136550000011 57.814144100000007 56.876792350000009 59.609407350000005 5.5000000000000009 61.785186750000001 2.5000000000000004 3.5000000000000004 71.715000000000018 1.5000000000000002 1.5000000000000002 60.610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 8 -8 9 10 11 -2 13 -9 15 -11 -17 -16 -5 20 24 22 27 25 -20 -23 29 -21 -25 -27
right_child=1 3 -4 18 -6 -7 7 12 -10 14 -12 -13 -14 -15 17 16 -18 -19 19 21 -22 23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-2.0841226410696141 55345.083528645839 21787.394114925988 27687.744386017632 1207.9969781868574 -32635.435921223958 316.00554903372858 -10368.126810153153 -1610.0603940217393 33529.913448660714 -2674.0226353522435 -9721.0163531759517 6016.6061298076929 -26049.017731584823 24365.627322387696 -20697.609108748526 38034.859881036937 4467.0188996451243 -328.68874922648519 4674.7611273358325 -16783.429353693184 -76561.246874999997 -222.7501959635417 124024.9446875 -20805.108453824629 -16245.597875183899 -22959.095899011951 -45672.216664832755 13912.874341508033 1078.2176826610109 -12.370825463598901
leaf_weight=4289649 24 76 39 17352 24 2523 914 92 21 1327 23 26 21 64 106 33 252 101 185 55 25 150 20 67 308 170 71 284 4071 91
leaf_count=4289649 24 76 39 17352 24 2523 914 92 21 1327 23 26 21 64 106 33 252 101 185 55 25 150 20 67 308 170 71 284 4071 91
internal_value=0 313.525 -1600.69 780.283 -1806.46 -1672.59 -3342.78 -7893.88 -747.242 -1127.7 17275.8 29694.3 4882.74 9046.63 -1866.26 -724.311 8353.82 -10759.2 710.41 -860.289 -11685 265.884 15344.5 -905.807 -8395.16 -14896.9 -21526.8 8932.65 723.896 -14958.5
internal_weight=0 28515 5590 22925 5551 5527 3004 1091 1913 1892 73 50 177 156 1819 1612 285 207 22849 5497 518 4979 359 4620 493 482 332 339 4138 261
internal_count=4318164 28515 5590 22925 5551 5527 3004 1091 1913 1892 73 50 177 156 1819 1612 285 207 22849 5497 518 4979 359 4620 493 482 332 339 4138 261
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=31
num_cat=0
split_feature=0 0 5 3 1 1 1 6 1 3 5 5 3 3 3 5 1 0 0 2 0 3 5 1 0 2 2 5 2 0
split_gain=2.55736e+11 2.81943e+12 3.96897e+12 3.73938e+12 8.0488e+12 4.15032e+12 3.7664e+12 4.05524e+12 6.26166e+12 7.8405e+12 5.9257e+12 6.43358e+12 6.40736e+12 6.09128e+12 8.54335e+12 5.60618e+12 5.16282e+12 1.30193e+13 8.9365e+12 8.81468e+12 8.32649e+12 5.15332e+12 5.10479e+12 5.82422e+12 8.58757e+12 9.57846e+12 6.64458e+12 5.57943e+12 5.27985e+12 9.80287e+12
threshold=54.942865800000007 54.947737500000009 102.01000000000001 18.500000000000004 82.973038550000012 83.093115700000013 82.975438000000011 1.5000000000000002 82.957885500000017 9.5000000000000018 57.995000000000012 49.010000000000012 14.500000000000002 17.500000000000004 8.5000000000000018 47.415000000000006 82.957885500000017 54.943968150000011 54.943968150000011 6.5000000000000009 54.944759500000011 12.500000000000002 58.040000000000006 82.97193200000001 54.946533000000009 3.5000000000000004 8.5000000000000018 58.605000000000011 7.5000000000000009 54.947152850000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 15 -10 11 12 21 14 -13 -2 17 -12 19 -18 -19 -9 28 27 25 -25 -26 -24 29 -20
right_child=1 -3 -4 4 -6 -7 -8 10 9 -11 16 13 -14 -15 -16 -17 18 20 22 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=35.826793015255021 634.74653261253411 6.533321205012105 -41093.279101562504 61169.181354166678 4639.586788609985 18632.510994787383 -3840.5133516130281 -566.70279530086555 -19074.108165248977 84.998600547644003 -19144.090668904541 -1296.6564396512683 14964.320438996525 1399.1480553506244 43832.159265478978 -6031.063479937533 15039.791109700222 54275.188409870432 -5626.5312297393675 -4587.3700379651009 -1639.4221371299345 -12909.963767260175 51111.086376953128 -5815.4293735326264 -4529.4331068420415 -29095.563736729535 27327.964250735964 -1771.2626586018412 -17754.676302495387 67230.828828125013
leaf_weight=1363348 2054 2798789 24 30 157 114 3218 20206 214 113194 494 69 262 229 107 3271 542 41 241 396 76 344 20 386 1280 326 69 8169 474 20
leaf_count=1363348 2054 2798789 24 30 157 114 3218 20206 214 113194 494 69 262 229 107 3271 542 41 241 396 76 344 20 386 1280 326 69 8169 474 20
internal_value=0 -16.5304 -430.245 -423.989 13708.5 -440.95 -454.915 -383.466 -108.515 48.8455 -1350.72 -332.29 -575.205 12150.6 26139.6 -3459.88 -3074.66 -12040.1 -2615.22 6753.7 17954.6 -773.325 -3415.23 -2837.97 -7589.5 -16474.6 -2899.96 -1642.11 -11465.4 -43.5918
internal_weight=0 2.95482e+06 156027 156003 187 155816 155702 152484 118733 113408 33751 21217 20812 405 176 5325 12534 611 11923 938 117 20550 10985 10250 2061 712 1349 8189 735 261
internal_count=4318164 2954816 156027 156003 187 155816 155702 152484 118733 113408 33751 21217 20812 405 176 5325 12534 611 11923 938 117 20550 10985 10250 2061 712 1349 8189 735 261
is_linear=0
shrinkage=0.1


Tree=4927
num_leaves=31
num_cat=0
split_feature=0 2 2 1 1 5 0 5 5 5 0 2 5 5 3 1 5 1 1 5 3 3 1 5 0 5 0 1 1 0
split_gain=2.48049e+11 3.13862e+12 1.57484e+13 1.96529e+13 3.03847e+13 3.8482e+13 3.35587e+13 1.5708e+13 2.16217e+13 1.53637e+13 1.7435e+13 2.04455e+13 1.43585e+13 1.87304e+13 3.68504e+13 1.52112e+13 1.44878e+13 3.21013e+13 1.32576e+14 3.63226e+13 2.72153e+13 3.4646e+13 3.90725e+13 2.51632e+13 1.92858e+13 1.43351e+13 1.42908e+13 1.21474e+13 2.14625e+13 1.50106e+13
threshold=45.067452850000002 10.500000000000002 13.500000000000002 39.032393150000004 39.027779200000005 61.020000000000003 45.059881250000011 84.030000000000015 98.020000000000024 150.04500000000004 45.040161900000008 11.500000000000002 80.00500000000001 79.730000000000018 19.500000000000004 39.726951800000002 94.040000000000006 39.753614400000011 40.810045900000013 102.01000000000001 22.500000000000004 15.500000000000002 39.718803500000007 107.05000000000001 45.029420750000007 109.05000000000001 45.022371150000005 39.110397700000007 39.714575750000009 45.022371150000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -6 7 -7 -9 -3 26 -12 13 -5 15 -15 27 20 19 -19 21 -18 -23 -24 -20 -22 -11 29 -29 -14
right_child=-2 2 -4 12 5 6 -8 8 -10 10 11 -13 16 14 -16 -17 17 18 24 -21 25 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-185.04155378424821 8.1861351299966927 2785.6640392104791 -786.50702299363434 136.6331714384892 6582.0536122291542 41099.800498705234 -12381.567886117789 119711.95931396485 15624.641130118536 35260.528722426468 -32960.521811224491 78173.502359374994 10991.505028489799 -36925.071333821616 118620.34222756411 32141.371239720396 21316.145644531251 271604.5209375 -9694.8977392261058 101768.19237132353 92047.229166666672 -34460.077877530181 -222658.65220703126 -70782.866927083334 48811.655915601325 -3250.8370065789477 134857.3151875 -93908.516649305559 -21610.073346220557 -28411.652831424693
leaf_weight=379206 3867038 16042 39997 12102 1124 356 104 64 29 34 49 25 242 48 39 95 80 20 385 34 27 176 20 24 66 38 25 45 469 161
leaf_count=379206 3867038 16042 39997 12102 1124 356 104 64 29 34 49 25 242 48 39 95 80 20 385 34 27 176 20 24 66 38 25 45 469 161
internal_value=0 -70.1713 535.495 2191.86 4394.69 17207.4 38803.8 50659.7 87254.6 3066.29 36914 4584.76 -602.888 615.496 32457.3 8958.23 -8978.17 265.91 16596.5 164671 -22328.5 -35038.8 -55531.5 -139817 -1132.96 36334.5 77462.6 -17748.5 -27939.7 -4750.2
internal_weight=0 451126 71920 31923 17852 1677 553 449 93 16175 133 74 14071 12284 182 143 1787 870 505 54 365 300 220 44 451 65 59 917 514 403
internal_count=4318164 451126 71920 31923 17852 1677 553 449 93 16175 133 74 14071 12284 182 143 1787 870 505 54 365 300 220 44 451 65 59 917 514 403
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=31
num_cat=0
split_feature=5 5 0 2 0 0 0 0 3 0 4 1 3 1 2 1 2 3 1 1 3 0 1 1 0 0 3 3 2 2
split_gain=2.65101e+11 2.02584e+12 9.83385e+12 2.16418e+13 1.32832e+13 2.19774e+13 2.05912e+13 3.78416e+13 2.46338e+13 1.65707e+13 1.50676e+13 1.74175e+13 1.48431e+13 1.4623e+13 1.158e+13 1.93187e+13 9.85874e+12 8.21768e+12 6.10283e+12 1.78881e+13 1.55981e+13 7.49152e+12 8.64719e+12 1.48545e+13 1.65314e+13 1.34492e+13 8.52609e+12 6.15122e+12 1.89893e+13 1.72094e+13
threshold=150.04500000000004 161.85000000000002 60.052595500000002 3.5000000000000004 59.950068600000009 59.853570100000006 57.692655200000004 57.60800230000001 5.5000000000000009 59.896318000000008 4.5000000000000009 30.323743050000001 11.500000000000002 30.346469350000003 18.500000000000004 60.628582700000003 17.500000000000004 6.5000000000000009 37.889331900000009 37.777459000000007 14.500000000000002 44.893607100000004 37.214886200000009 37.436176200000013 55.455204450000004 55.601678500000013 8.5000000000000018 7.5000000000000009 3.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 14 -8 -7 13 -12 17 -11 16 -16 18 -6 19 21 -21 -2 25 26 -25 -23 -24 -20 29 -29
right_child=1 -3 3 -5 12 9 8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 27 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=1.4923812382947852 -42610.313040865389 233.86914898983255 -24594.410611979169 109699.38868001301 -32994.375881670108 103885.51064814815 -105668.84758811773 99453.967122395843 -388.34766474184789 -59272.612668918926 87629.569215425538 2839.5433242187501 -91054.10628069198 38586.53016826923 46145.816548467847 -42807.562231445314 -66167.251246995191 40922.359523809529 260.38207474544674 125073.52304687501 16368.619933712122 3255.2547326774243 110026.82549999999 -79242.204218750005 30804.191369912791 -60596.089533253202 22428.436093750002 48776.424734375003 -4580.4223841001503 -37462.256100689563
leaf_weight=4302555 39 11818 24 24 53 27 43 36 46 37 47 50 35 26 103 32 26 21 966 22 33 214 25 20 43 39 20 25 1404 311
leaf_count=4302555 39 11818 24 24 53 27 43 36 46 37 47 50 35 26 103 32 26 21 966 22 33 214 25 20 43 39 20 25 1404 311
internal_value=0 -411.369 -2422.82 42552.5 -2999.58 -1967.86 -3779.19 -2520.91 -51254.2 31420.5 19192.1 43923.4 -37396.6 -18886.3 -3626 25060.6 -4841.15 -12018 -4336.73 6378.75 59850.6 -973.624 3524.52 27212.7 -4131.17 -6587.44 71094.2 -6138.48 -9690.96 -31045.7
internal_weight=0 15609 3791 48 3743 3634 3447 3358 89 187 160 97 109 63 3322 135 3187 74 3161 455 55 400 361 108 63 253 45 2706 1740 336
internal_count=4318164 15609 3791 48 3743 3634 3447 3358 89 187 160 97 109 63 3322 135 3187 74 3161 455 55 400 361 108 63 253 45 2706 1740 336
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=31
num_cat=0
split_feature=2 0 1 5 5 1 5 1 4 5 1 0 5 5 0 5 1 0 0 5 3 1 5 0 0 5 3 5 3 1
split_gain=2.54823e+11 4.97461e+12 1.78835e+13 1.3728e+13 1.50839e+13 1.26795e+13 1.83163e+13 1.88458e+13 2.30278e+13 1.464e+13 1.41524e+13 1.16306e+13 1.03146e+13 3.48473e+13 2.06463e+13 3.05291e+13 1.50054e+13 1.39896e+13 1.00873e+13 8.82411e+12 1.67092e+13 1.5845e+13 3.23322e+13 2.4586e+13 2.65153e+13 2.10196e+13 2.01126e+13 1.44233e+13 3.28546e+13 1.29001e+13
threshold=1.5000000000000002 57.814144100000007 28.619594500000002 112.04500000000002 114.05000000000001 30.323743050000001 128.92000000000004 30.451272450000005 2.5000000000000004 137.05000000000004 30.370618100000005 58.049540950000008 128.92000000000004 123.15000000000002 59.982527000000012 150.04500000000004 30.160599000000001 59.939091550000008 60.029906750000002 84.030000000000015 23.500000000000004 30.259484550000003 103.45000000000002 59.863160500000006 59.990816400000007 93.00500000000001 14.500000000000002 92.035000000000011 16.500000000000004 30.451272450000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 -5 12 7 8 -7 -8 -10 -4 13 16 15 -14 -6 -18 -19 -13 21 22 23 -21 25 -25 -23 28 -28 -29
right_child=-2 2 3 4 5 6 9 -9 10 -11 -12 19 14 -15 -16 -17 17 18 -20 20 -22 26 -24 24 -26 -27 27 29 -30 -31
leaf_value=163.68631110570755 -9.1925115195403713 -16960.00791137516 -4718.9906827704353 75452.926119087831 -31098.15448163007 -17809.402464657738 -51553.676823730471 3093.3291621767244 74932.296916118416 16085.024101562502 172702.79390625001 58.518231698276921 95191.764968750009 -117355.60589717743 -35086.524953663109 -32409.992552083335 97436.966856317944 -51125.13770507813 45980.130570652174 -37575.859484393783 -89583.834375000006 -12804.232908080119 91832.674133831519 133467.07147177419 -4232.4236934283308 23148.537950721155 143166.89776785715 46033.272936139787 -406.80802364864871 -43931.815266047299
leaf_weight=488332 3777275 681 6710 37 74 21 40 58 57 160 20 42404 50 31 49 30 23 20 23 104 24 1564 46 31 131 39 28 28 37 37
leaf_count=488332 3777275 681 6710 37 74 21 40 58 57 160 20 42404 50 31 49 30 23 20 23 104 24 1564 46 31 131 39 28 28 37 37
internal_value=0 64.1955 -860.221 -648.872 13331.4 9827.62 22590.1 48273.2 75012.2 2557.28 100327 -838.16 -5317.16 -21422.2 16031.4 47341.1 -179.807 34486.2 814.89 -252.628 -6629.54 -5655.99 13681.6 1894.87 22317.5 72003.9 -9662.78 28131.4 61440.3 -5177.62
internal_weight=0 540889 52557 51876 693 656 356 156 98 200 77 51183 300 171 129 80 140 66 43 44473 2069 2045 351 305 201 70 1694 130 65 65
internal_count=4318164 540889 52557 51876 693 656 356 156 98 200 77 51183 300 171 129 80 140 66 43 44473 2069 2045 351 305 201 70 1694 130 65 65
is_linear=0
shrinkage=0.1


Tree=4930
num_leaves=31
num_cat=0
split_feature=1 3 3 0 3 1 5 5 5 5 2 5 2 5 5 2 3 0 1 1 2 1 2 1 1 6 6 4 0 5
split_gain=2.57895e+11 1.33201e+12 4.30729e+12 1.04555e+13 1.51366e+13 4.01125e+13 3.01153e+13 1.21089e+13 8.25108e+12 1.68274e+13 8.22797e+12 8.21313e+12 3.36469e+13 1.94398e+13 1.39041e+13 1.1555e+13 3.67191e+13 1.81306e+13 9.83919e+12 8.40434e+12 8.00256e+12 7.58176e+12 7.12028e+12 8.4856e+12 2.51078e+13 1.45258e+13 1.18598e+13 2.07697e+13 6.94794e+12 1.33826e+13
threshold=83.000022850000008 8.5000000000000018 5.5000000000000009 53.340367100000002 7.5000000000000009 83.761389800000003 57.005000000000003 92.035000000000011 61.845000000000006 51.815000000000005 5.5000000000000009 85.020000000000024 1.5000000000000002 98.020000000000024 90.015000000000015 4.5000000000000009 6.5000000000000009 52.485928400000006 91.398302750000013 114.17164950000002 2.5000000000000004 91.398302750000013 7.5000000000000009 92.815157350000007 92.896330950000007 1.5000000000000002 1.5000000000000002 3.5000000000000004 52.056565900000003 82.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 -6 -5 9 -7 11 19 -13 14 -14 16 17 -15 -17 21 -8 -4 23 25 26 -9 -25 -28 29 -12
right_child=1 -3 3 7 5 8 20 22 -10 -11 28 12 13 15 -16 18 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=9.1924689836877516 61.075029410117715 -160.84387104168854 9617.6510925633138 2163.1073778062796 -3136.4886888586957 12590.527192300055 96537.670732060185 -83210.840625000012 -6886.8186940511068 109745.52477678571 -12253.96445431593 123199.13807291666 10120.485594512196 13045.050828503025 91060.341406250009 -55367.155838448663 -83228.704993206527 124057.62434779576 2029.4502807617189 47569.222297420056 175054.79362500002 -7323.2820515816675 -69386.978212890623 4136.1799194335936 -24479.631733086771 -10954.690790111235 21174.137980769232 151629.61158288046 1839.8473036332566 -95359.405027173925
leaf_weight=3782924 136229 390870 628 5020 23 118 27 29 144 21 123 30 41 31 44 56 23 28 64 43 25 456 20 32 94 685 26 23 264 23
leaf_count=3782924 136229 390870 628 5020 23 118 27 29 144 21 123 30 41 31 44 56 23 28 64 43 25 456 20 32 94 685 26 23 264 23
internal_value=0 -64.9697 194.602 2429 8296.2 27121.2 92143.3 240.051 9889.17 27268.6 4661.17 8210.93 22431.1 11897.8 52018.8 -4984.78 23948.2 65729 -24755.6 4211.13 134286 2491.21 -10380.1 -9052.64 10681.6 -13889.5 51486 82408.3 -7840.94 -25345.9
internal_weight=0 535240 144370 8141 2212 358 75 5929 283 139 1854 1444 317 287 85 202 82 59 120 1127 52 1084 909 889 175 714 81 49 410 146
internal_count=4318164 535240 144370 8141 2212 358 75 5929 283 139 1854 1444 317 287 85 202 82 59 120 1127 52 1084 909 889 175 714 81 49 410 146
is_linear=0
shrinkage=0.1


Tree=4931
num_leaves=31
num_cat=0
split_feature=5 4 0 0 5 1 0 5 3 3 1 1 0 5 1 0 1 1 3 3 0 0 1 1 0 2 2 0 5 2
split_gain=2.48602e+11 5.34739e+12 1.60203e+13 3.69378e+13 1.99672e+13 4.11364e+13 2.2e+13 1.9332e+13 1.97602e+13 2.53347e+13 4.14599e+13 8.02492e+13 8.48707e+13 3.67563e+13 3.4426e+13 2.55592e+13 2.21948e+13 3.4723e+13 5.09912e+13 4.88693e+13 3.61858e+13 3.35725e+13 2.94986e+13 2.93575e+13 5.87557e+13 5.52931e+13 6.19822e+13 4.16228e+13 4.40837e+13 3.78439e+13
threshold=72.010000000000005 2.5000000000000004 56.876792350000009 56.819808050000006 72.705000000000013 30.346469350000003 59.755965500000009 75.015000000000015 15.500000000000002 16.500000000000004 30.315880100000005 30.370618100000005 59.904813200000007 80.815000000000012 30.226173900000003 60.003414000000006 65.58467570000002 65.520339550000017 5.5000000000000009 7.5000000000000009 57.178027650000011 57.157092150000004 39.899261850000009 30.278357500000002 59.982527000000012 11.500000000000002 8.5000000000000018 59.990816400000007 77.00500000000001 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -6 16 10 14 12 -12 -13 -10 -15 17 22 -19 21 -21 -20 23 24 29 26 27 28 -26 -9
right_child=1 -3 4 -5 7 6 -8 8 9 -11 11 13 -14 15 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.8894027338513357 -278.39852337215598 191.65728449281215 -13383.538399446041 12839.486518285237 -8813.2082230904689 10241.939795570754 49913.178488872429 -27616.073990928249 -24245.080683593751 -3744.8936586265499 -201131.58567216981 3534.2990657598721 -5305.8695620888166 -49640.609111927515 72355.124163661865 49825.530995396206 -15770.509833182541 -47919.286051829273 27188.12298611111 18802.201042693061 -40946.18649655964 147416.32516682943 -14006.17202788402 4989.0065043965124 162916.96502757352 154722.40014467595 -86816.404750504036 4533.8385851732337 35224.132048635773 6066.5779735874039
leaf_weight=3691126 82370 518726 397 2204 5222 301 261 1235 70 3881 53 349 38 334 78 28 816 123 45 1447 109 48 1484 6132 34 27 62 575 132 457
leaf_count=3691126 82370 518726 397 2204 5222 301 261 1235 70 3881 53 349 38 334 78 28 816 123 45 1447 109 48 1484 6132 34 27 62 575 132 457
internal_value=0 58.215 -580.864 63.4538 -2876.45 11258.5 28665.8 -3471.53 -1882.75 -7327.75 -21964.7 -30938.9 -119358 -19622.2 26665.8 -41947.1 184.261 1277.38 14192.5 18825.4 14616.7 89241.4 -980.015 1253.73 -7828.24 13964.6 9231.76 17268.2 61378.1 -18518.6
internal_weight=0 627038 108312 84574 23738 959 562 22779 17557 4831 950 802 91 711 148 362 12726 11910 1772 1649 1556 93 10138 8654 2522 830 803 741 166 1692
internal_count=4318164 627038 108312 84574 23738 959 562 22779 17557 4831 950 802 91 711 148 362 12726 11910 1772 1649 1556 93 10138 8654 2522 830 803 741 166 1692
is_linear=0
shrinkage=0.1


Tree=4932
num_leaves=31
num_cat=0
split_feature=5 0 0 1 5 4 1 2 2 5 1 1 3 2 3 4 3 3 2 0 2 0 1 0 0 2 4 5 5 5
split_gain=2.97003e+11 2.70352e+12 1.93375e+13 1.17289e+13 2.6729e+13 3.44804e+13 1.37049e+13 1.89167e+13 1.68573e+13 1.15904e+13 2.36372e+13 2.25975e+13 1.25021e+13 1.82071e+13 1.1442e+13 9.04525e+12 1.07144e+13 1.9357e+13 2.63398e+13 3.53525e+13 2.56871e+13 3.24901e+13 2.42872e+13 2.16728e+13 3.82991e+13 2.1176e+13 2.06332e+13 2.00986e+13 1.87699e+13 1.86168e+13
threshold=92.035000000000011 55.899899800000007 55.91302515000001 37.39371280000001 109.05000000000001 3.5000000000000004 37.582182450000005 3.5000000000000004 11.500000000000002 99.555000000000021 37.792847950000002 37.855187800000003 11.500000000000002 3.5000000000000004 14.500000000000002 1.5000000000000002 9.5000000000000018 8.5000000000000018 2.5000000000000004 55.946414150000003 7.5000000000000009 56.093493200000005 65.565203050000022 56.054485600000007 56.121679000000007 1.5000000000000002 2.5000000000000004 112.04500000000002 94.040000000000006 161.85000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -5 -9 11 -11 14 13 -12 -8 -4 17 -17 23 -20 22 -22 26 -19 -25 28 -21 -23 -26 -24
right_child=1 2 15 6 -6 -7 9 8 -10 10 12 -13 -14 -15 -16 16 -18 18 19 20 21 27 29 24 25 -27 -28 -29 -30 -31
leaf_value=5.5104225243483667 154.88266551833257 101540.5727038872 7603.6904366070003 11780.801893939395 -93348.17578125 -24576.845312500001 -128369.53868885869 -124519.03114519818 -39804.912926136371 39395.541101495153 -64033.121908967398 15343.059907649114 -64667.649592194735 53395.164516129036 -46464.649977805399 -759.94356928289744 -1822.3045348698063 -50462.522764136906 115011.67431640625 -15095.400559797192 56744.117191278368 2603.3575374268485 -5982.0927332038482 94364.679562299687 -52257.727105034726 -16796.484188969596 18254.132411072005 -22336.892818226868 15347.312019614365 55649.077231069714
leaf_weight=4135587 119462 41 1352 33 20 46 23 41 55 87 23 52 54 31 66 19574 34686 105 31 198 84 809 853 39 45 764 2943 538 470 52
leaf_count=4135587 119462 41 1352 33 20 46 23 41 55 87 23 52 54 31 66 19574 34686 105 31 198 84 809 853 39 45 764 2943 538 470 52
internal_value=0 -124.818 -654.225 -18957.3 10894.1 34857.8 -25826.4 -53533.2 -75984.9 -15188.9 604.345 -37030.7 -30644.1 3379.41 -67631.1 -486.83 -665.588 848.158 5389.64 8523.02 7920.29 -3595.13 11993.1 -6738.73 -3255.43 -6232.11 16151.9 -7357.93 9440.08 -2440.85
internal_weight=0 182577 63115 572 107 87 465 129 96 336 195 141 108 54 89 62543 61191 26505 6931 5508 5477 1431 4046 1423 1318 1279 3141 1347 515 905
internal_count=4318164 182577 63115 572 107 87 465 129 96 336 195 141 108 54 89 62543 61191 26505 6931 5508 5477 1431 4046 1423 1318 1279 3141 1347 515 905
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=31
num_cat=0
split_feature=5 1 5 3 0 0 1 0 3 2 2 0 0 2 6 1 5 3 0 2 1 0 3 5 1 1 3 3 3 2
split_gain=2.49569e+11 3.18361e+12 9.07349e+12 1.18219e+13 1.27302e+13 1.87314e+13 2.94817e+13 1.92974e+13 2.09415e+13 1.55704e+13 2.21125e+13 1.83794e+13 1.76988e+13 5.14681e+13 1.66762e+13 1.50257e+13 1.20315e+13 1.41504e+13 3.09792e+13 2.86167e+13 1.33008e+13 1.32435e+13 1.20144e+13 1.92615e+13 1.11952e+13 2.57177e+13 1.59057e+13 1.49879e+13 1.34469e+13 1.1159e+13
threshold=98.020000000000024 44.083877800000003 101.05000000000001 10.500000000000002 54.811549550000009 55.043101600000007 60.695889550000011 57.178027650000011 23.500000000000004 5.5000000000000009 10.500000000000002 55.020029900000004 55.014170500000006 4.5000000000000009 1.5000000000000002 65.58467570000002 100.05000000000001 16.500000000000004 55.025681450000008 17.500000000000004 82.940215400000014 55.025681450000008 19.500000000000004 100.05000000000001 61.396377350000009 61.284352600000013 17.500000000000004 14.500000000000002 11.500000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 22 9 -7 8 24 12 11 -11 -6 14 -14 -9 17 21 19 -19 -18 -12 -5 -24 25 26 -8 -27 -26 -30
right_child=1 2 -4 4 5 6 7 15 -10 10 16 -13 13 -15 -16 -17 20 18 -20 -21 -22 -23 23 -25 28 27 -28 -29 29 -31
leaf_value=4.326933650735084 326.3997088025406 -6360.1712282893477 -138.06614795569831 5574.9050835099206 -9350.07196135718 -8493.9425815288832 98362.0405847886 -105522.11362941578 -12109.75258595684 -24246.361645921614 -25196.103894412881 -84629.658047762787 65489.447012606535 183715.82453125002 -45617.417477678573 1154.5327620967744 67769.057236842098 -21804.420340629247 -85317.361021205361 94294.192545572922 -21302.801197916669 60384.455664062501 19507.497801695481 106567.61536038306 99718.14447115385 36975.993214699076 -1538.045188852946 -48548.070236672793 43911.862032557532 17164.303846927633
leaf_weight=4182669 71296 5754 54342 671 242 1170 34 23 202 118 33 88 22 20 35 31 38 184 70 24 30 40 141 31 26 27 30 85 239 449
leaf_count=4182669 71296 5754 54342 671 242 1170 34 23 202 118 33 88 22 20 35 31 38 184 70 24 30 40 141 31 26 27 30 85 239 449
internal_value=0 -133.571 -644.389 -3435.77 665.387 -2167.13 2672.29 14072.4 16958 -14040.1 -23215.4 -50041.2 3936.54 45694.5 -2734.07 -44281.8 -10026.5 -17485.1 -27774 -8408.43 28472.6 21697.4 11619.1 35198.6 23555.4 965.533 51533.9 -27930.7 29123.8 26456
internal_weight=0 135495 64199 9857 4103 3260 2316 1146 1092 944 625 206 319 77 57 54 419 351 278 208 68 73 843 172 890 176 64 112 714 688
internal_count=4318164 135495 64199 9857 4103 3260 2316 1146 1092 944 625 206 319 77 57 54 419 351 278 208 68 73 843 172 890 176 64 112 714 688
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=31
num_cat=0
split_feature=0 3 2 3 2 2 5 3 1 4 5 2 4 2 6 2 1 5 2 5 5 3 5 3 5 2 2 6 2 2
split_gain=2.60859e+11 1.86467e+12 1.3413e+13 6.44839e+12 6.12155e+12 2.88381e+12 4.0243e+12 2.27381e+12 1.21083e+13 3.40945e+13 2.16651e+13 1.55413e+13 2.32096e+13 5.37297e+12 3.4262e+12 2.67817e+12 2.31911e+12 2.38571e+13 3.58148e+13 2.31674e+13 2.03421e+13 1.3635e+13 2.84438e+13 2.33053e+13 1.64667e+13 2.55853e+13 4.07585e+13 1.46683e+13 1.45234e+13 1.60808e+13
threshold=43.465905150000005 22.500000000000004 15.500000000000002 25.500000000000004 8.5000000000000018 17.500000000000004 74.610000000000014 18.500000000000004 44.660994650000006 2.5000000000000004 73.995000000000019 10.500000000000002 1.5000000000000002 6.5000000000000009 1.5000000000000002 8.5000000000000018 39.925119750000007 109.05000000000001 2.5000000000000004 94.040000000000006 118.33500000000002 5.5000000000000009 85.91500000000002 13.500000000000002 81.00500000000001 5.5000000000000009 3.5000000000000004 1.5000000000000002 2.5000000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 7 -7 16 9 10 11 13 -13 -9 15 -10 17 19 -19 21 -20 22 -1 24 28 26 -26 -25 -23 -30
right_child=-2 2 -4 4 -6 6 -8 8 14 -11 -12 12 -14 -15 -16 -17 -18 18 20 -21 -22 23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-7436.0604820182825 -2.6012466165299455 -60542.587319335937 48762.045396205358 -35013.700852272734 33085.784588068185 5789.1508951822916 -50996.389272836539 22026.127911931821 -29844.290166440216 -56665.171254006418 129646.89091435185 153770.36986328126 10482.085667067309 -38757.907211538462 -41667.050160256418 14083.072812500001 452.19817197711473 -156226.36660156251 -74091.835177951391 43053.069070512822 25801.58706781915 26419.991199133343 -127404.021484375 -54357.787323977624 8602.153681640626 -5828.6891390413857 210489.59031250002 -8091.9724533663975 -5766.092430045308 18215.794344938349
leaf_weight=1669 4270332 40 28 33 22 24 26 33 23 39 27 20 26 26 39 35 43300 24 36 117 47 303 20 81 20 37 20 445 857 415
leaf_count=1669 4270332 40 28 33 22 24 26 33 23 39 27 20 26 26 39 35 43300 24 36 117 47 303 20 81 20 37 20 445 857 415
internal_value=0 232.234 -12064.5 -29992.3 -7773.91 263.936 -23739.3 289.118 9474.24 25483.2 49754.3 29210.5 72781.3 -4760.06 -18747.7 -3336.4 237.176 -2038.67 -48636.1 -787.179 -17525.7 -2113.61 -8856.64 3115.49 8952.45 54106.1 109546 -15216.6 6744.93 2058.19
internal_weight=0 47832 123 95 55 47709 50 47659 268 171 132 105 46 59 97 58 47391 4091 107 3984 83 3867 1689 2178 1652 77 40 526 1575 1272
internal_count=4318164 47832 123 95 55 47709 50 47659 268 171 132 105 46 59 97 58 47391 4091 107 3984 83 3867 1689 2178 1652 77 40 526 1575 1272
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=31
num_cat=0
split_feature=0 1 2 0 5 5 3 2 5 4 5 5 3 0 0 6 5 2 0 5 0 1 3 2 4 2 5 3 5 0
split_gain=2.49574e+11 2.92032e+12 9.71521e+12 1.22237e+13 1.25206e+13 1.81676e+13 3.15217e+13 2.26572e+13 2.19997e+13 1.8311e+13 1.22067e+13 9.93993e+12 9.86516e+12 1.30289e+13 1.44237e+13 1.1389e+13 1.99731e+13 1.46062e+13 1.07952e+13 9.6114e+12 9.50472e+12 1.12163e+13 9.63985e+12 8.33012e+12 8.17104e+12 8.14056e+12 1.13601e+13 9.86036e+12 9.7595e+12 9.58378e+12
threshold=45.067452850000002 41.950906500000009 1.5000000000000002 45.03656895000001 123.15000000000002 161.85000000000002 9.5000000000000018 7.5000000000000009 132.05000000000004 3.5000000000000004 70.50500000000001 137.05000000000004 15.500000000000002 44.580511600000001 44.732363600000006 1.5000000000000002 42.205000000000005 3.5000000000000004 43.465905150000005 65.905000000000015 44.580511600000001 42.09605220000001 7.5000000000000009 16.500000000000004 2.5000000000000004 5.5000000000000009 57.405000000000008 9.5000000000000018 21.015000000000004 42.966471700000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 10 -5 6 11 8 -8 -7 12 -6 13 15 -15 25 -17 18 -18 -14 21 24 -23 -12 -3 26 28 -27 -4 -29
right_child=-2 2 3 4 5 9 7 -9 -10 -11 23 -13 19 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-193.83141814200081 8.2112579196753099 3638.7344676140306 61585.558609375003 4586.2237361434463 -21552.638738207548 -76444.990150669648 206543.62146739132 25421.425703125002 69679.953335571292 26123.388654891307 -1359.9953346036611 50480.456914062503 7749.4651608335662 -18452.368047320586 -248.81135682749064 -1230.9977709037141 2752.4476901299131 1949.1005128470131 9575.3827132369624 40303.426570144809 -10487.308091936979 -3249.6854669514864 4205.3276510080223 -44431.233124999999 28914.142298344752 -5810.3742555899216 -10109.910639098554 -827.65237168190697 -1103.3101008584538 12046.555733494373
leaf_weight=365165 3867038 358 25 4709 53 28 23 30 24 46 20856 30 1081 689 1182 10591 3766 14400 6035 99 1210 9322 2131 45 199 1032 1938 1100 3740 1219
leaf_count=365165 3867038 358 25 4709 53 28 23 30 24 46 20856 30 1081 689 1182 10591 3766 14400 6035 99 1210 9322 2131 45 199 1032 1938 1100 3740 1219
internal_value=0 -70.3866 454.011 907.223 5708.14 28285.5 47234.9 93317.7 136656 -12686.3 557.199 4483.42 1452.98 1219.97 -6952.31 1568.69 2390.86 3975.88 6953.69 10480.7 -2039.72 -1188.63 -1862.57 -1452.73 12668.9 -1590.65 -3889.14 2321.11 -687.049 5939.77
internal_weight=0 451126 85961 72741 4943 234 160 77 47 74 67798 83 46897 45717 1871 43846 34792 24201 9801 1180 13220 12010 11453 20901 557 9054 5703 3351 3765 2319
internal_count=4318164 451126 85961 72741 4943 234 160 77 47 74 67798 83 46897 45717 1871 43846 34792 24201 9801 1180 13220 12010 11453 20901 557 9054 5703 3351 3765 2319
is_linear=0
shrinkage=0.1


Tree=4936
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 3 1 2 3 0 2 5 5 0 5 3 4 3 1 3 0 3 3 1 3 5 5 1 2 6
split_gain=2.78185e+11 5.75419e+12 3.40694e+13 3.13257e+13 2.92029e+13 5.97729e+13 5.93125e+13 5.47234e+13 4.28951e+13 3.49575e+13 4.16249e+13 2.7465e+13 5.79135e+13 2.57107e+13 2.45163e+13 3.10079e+13 2.4132e+13 3.13823e+13 2.36866e+13 4.22212e+13 6.02787e+13 4.38241e+13 4.12989e+13 3.77816e+13 3.3773e+13 4.54509e+13 3.92681e+13 3.605e+13 2.6401e+13 3.68726e+13
threshold=71.00500000000001 55.674875350000008 55.535913550000011 37.998366300000008 37.615058950000012 9.5000000000000018 37.597123000000003 3.5000000000000004 6.5000000000000009 55.591389050000011 2.5000000000000004 80.815000000000012 88.015000000000015 55.762622900000004 94.040000000000006 3.5000000000000004 3.5000000000000004 8.5000000000000018 37.098288800000006 8.5000000000000018 55.664473600000008 7.5000000000000009 9.5000000000000018 37.457850350000008 4.5000000000000009 76.00500000000001 84.030000000000015 37.417247200000006 2.5000000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 18 8 14 11 -11 -8 -13 -3 -6 -16 17 -9 22 20 21 24 -4 -23 25 -20 28 -28 -26 -30
right_child=1 13 3 -5 5 -7 9 16 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-10.763067359167628 83.913087809998274 3302.0113793533465 -49784.019221506962 5644.3856024122915 -754.16396678577769 -6484.5120226336385 -34400.866006202028 -96263.839859182728 -43732.159130355998 -33057.405281250001 66050.033320848204 125436.99354073661 -34587.981752232146 86.123453784106729 726.7767750459559 133893.08229166668 -3168.3503532858458 -39162.878681691487 136507.58815917969 -3364.1224558444296 144329.76171875 128490.15396205358 -1758.561202803033 17198.897867595617 389.49470486111113 7634.7760835193449 -43353.114296874999 92659.182493832253 -23150.15778808594 -165634.78074064711
leaf_weight=3660019 351167 27613 294 3376 176 8441 114 193 194 50 278 42 49 249408 34 36 68 192 32 15391 39 56 458 67 36 189 40 38 32 42
leaf_count=3660019 351167 27613 294 3376 176 8441 114 193 194 50 278 42 49 249408 34 36 68 192 32 15391 39 56 458 67 36 189 40 38 32 42
internal_value=0 59.8546 -192.235 -3429.34 -4581.78 -9087.35 -2143.38 -33690.4 -8572.52 30695.8 50942.2 -1698.32 39269.7 406.678 19155 69212.3 -58087.5 -67787.5 -3190.61 -2373.5 24328.1 15531 -20534.5 67868.1 -208.568 26295.1 -31364.5 22909.3 -69849.5 -104020
internal_weight=0 658145 381124 29957 26581 9334 17247 893 440 533 328 205 91 277021 246 70 453 385 16714 15962 571 532 752 123 409 221 188 78 110 74
internal_count=4318164 658145 381124 29957 26581 9334 17247 893 440 533 328 205 91 277021 246 70 453 385 16714 15962 571 532 752 123 409 221 188 78 110 74
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=31
num_cat=0
split_feature=5 3 3 1 5 1 4 0 4 1 1 2 0 5 1 1 2 2 0 5 5 2 2 2 2 0 0 1 0 5
split_gain=2.84042e+11 1.91678e+12 1.23649e+13 4.2577e+13 2.73834e+13 4.44674e+13 4.06798e+13 2.45299e+13 2.01073e+13 2.72608e+13 3.41888e+13 1.50965e+13 1.28104e+13 1.76251e+13 2.04591e+13 1.743e+13 2.67331e+13 3.45104e+13 1.51314e+13 1.20587e+13 1.20319e+13 1.89334e+13 3.19517e+13 1.78158e+13 1.50378e+13 1.64057e+13 1.17297e+13 1.33127e+13 8.27621e+12 8.12793e+12
threshold=110.05000000000001 18.500000000000004 19.500000000000004 30.305955500000003 120.05000000000001 49.073956850000009 2.5000000000000004 55.039751500000008 3.5000000000000004 49.201680550000006 65.551978750000004 5.5000000000000009 55.173809400000003 161.85000000000002 38.058342000000003 37.855187800000003 17.500000000000004 5.5000000000000009 56.838612000000005 118.33500000000002 123.15000000000002 5.5000000000000009 8.5000000000000018 13.500000000000002 16.500000000000004 47.228519500000004 60.063729500000008 30.346469350000003 47.425481600000005 112.04500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7 9 -9 -11 -8 13 14 -6 -14 17 -17 -19 29 -16 -22 -23 -24 25 -25 -4 -28 -26 -13
right_child=1 2 26 4 12 7 11 8 -10 10 -12 19 15 -15 20 16 -18 18 -20 -21 21 22 23 24 28 -27 27 -29 -30 -31
leaf_value=3.3963695070477664 -410.33618939694179 87234.972344882262 168.2457219607071 108603.97386474611 51153.65060096154 166626.55646306821 -53057.446641540533 142911.75958573192 -5333.3999047256102 -51000.130499999999 119926.45411931819 25404.614425781252 -26102.767623963649 41949.300000000003 -93838.225683593759 71202.832364169037 91816.289673913052 -6418.2010850694451 -102242.49290865386 56993.064590992653 -109636.93587962964 73943.82570312501 -91447.162013888897 -31973.477343750001 -13145.708203125001 87579.162215909106 -106610.64747869319 2197.9937797214675 -104119.37856445313 -22764.686488798747
leaf_weight=4243743 62948 69 10367 32 26 22 64 38 41 25 22 50 98 36 38 44 46 45 26 34 27 30 45 24 20 22 22 23 20 117
leaf_count=4243743 62948 69 10367 32 26 22 64 38 41 25 22 50 98 36 38 44 46 45 26 34 27 30 45 24 20 22 22 23 20 117
internal_value=0 -193.673 995.077 11279.2 5995.95 24416.4 2101.61 69196.9 52185.4 79929.7 29008.1 -10759.1 -8989.64 -23502.1 -32852.3 7147.79 27387.3 1615.66 -41508.8 2709.09 -42516.7 -32143.2 -19147.4 -40466 -13789.8 25203.9 -52.8887 -50997.3 -58632.5 -8342.74
internal_weight=0 74421 11473 1061 992 445 297 148 126 85 47 265 547 288 252 259 161 115 71 201 226 188 161 131 86 46 10412 45 40 167
internal_count=4318164 74421 11473 1061 992 445 297 148 126 85 47 265 547 288 252 259 161 115 71 201 226 188 161 131 86 46 10412 45 40 167
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=31
num_cat=0
split_feature=0 3 3 2 0 5 5 1 5 5 5 2 5 2 2 1 2 5 5 1 5 5 1 1 5 5 5 5 5 2
split_gain=2.77745e+11 1.9439e+12 2.19962e+13 1.19969e+13 2.87784e+13 2.12776e+13 3.57364e+13 1.98909e+13 3.83661e+13 4.06614e+13 1.85381e+13 1.6797e+13 1.51197e+13 2.92401e+13 1.62289e+13 1.27988e+13 3.1836e+13 1.18874e+13 1.06897e+13 9.64146e+12 1.23775e+13 8.98954e+12 8.42375e+12 1.84487e+13 2.20572e+13 2.26274e+13 2.13253e+13 2.72597e+13 2.2614e+13 2.2231e+13
threshold=43.465905150000005 6.5000000000000009 7.5000000000000009 5.5000000000000009 43.056445700000005 44.205000000000005 42.605000000000011 39.969502550000009 76.00500000000001 64.805000000000021 40.605000000000011 1.5000000000000002 65.905000000000015 2.5000000000000004 2.5000000000000004 39.969502550000009 4.5000000000000009 61.845000000000006 137.05000000000004 39.925119750000007 44.905000000000008 52.710000000000008 39.925119750000007 39.969502550000009 125.85000000000001 86.02500000000002 47.415000000000006 48.035000000000004 44.905000000000008 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 4 18 6 10 8 9 19 11 -6 14 -14 -7 16 -15 21 -3 20 -5 -16 -1 24 25 26 28 -28 -24 -30
right_child=-2 2 -4 7 5 12 -8 -9 -10 -11 -12 -13 13 15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-5240.2220004288902 -2.684121825134882 -4970.2682998009177 502.45482659959055 -61805.230556640628 36984.723801676439 -22761.278291223407 98194.098106971156 -9071.250062347126 -78525.541279296885 184009.71666666667 -108350.45768229169 -28305.895652299365 -118074.65439814817 117393.508984375 -100699.96713582356 -33495.60922309028 -51203.745014880958 -162624.34453125001 65715.865562855121 60476.900934436278 42833.766180889426 -35720.280610795453 7519.442943959727 489.59460830905965 87843.659743923621 -41339.42228379361 103221.99827241444 20150.099120652536 -12369.342443094138 -113140.78880208333
leaf_weight=2039 4270332 777 22704 20 48 47 26 428 25 21 24 220 27 24 60 54 21 20 22 51 26 33 1233 18943 36 86 42 664 81 30
leaf_count=2039 4270332 777 22704 20 48 47 26 428 25 21 24 220 27 24 60 54 21 20 22 51 26 33 1233 18943 36 86 42 664 81 30
internal_value=0 239.632 -377.867 -10502.9 -15476.3 -31948.7 -14149 1717.1 34006.7 57848.3 -24152.2 -16612.1 -51740 -25830.3 -72144 -672.7 38714.8 -92683.7 -3023.97 30535 -2661.45 -77642.7 897.775 1490.5 10219.8 8911.58 11019.7 25092.1 3627.48 -39604.9
internal_weight=0 47832 24678 1974 1403 604 318 571 143 118 292 268 286 126 160 99 45 113 799 97 46 93 23154 21115 2172 2136 2050 706 1344 111
internal_count=4318164 47832 24678 1974 1403 604 318 571 143 118 292 268 286 126 160 99 45 113 799 97 46 93 23154 21115 2172 2136 2050 706 1344 111
is_linear=0
shrinkage=0.1


Tree=4939
num_leaves=31
num_cat=0
split_feature=5 6 5 3 0 0 1 4 1 0 5 2 3 1 1 2 0 3 0 2 1 0 3 1 2 2 1 5 0 2
split_gain=2.47583e+11 2.84387e+12 8.42789e+12 1.34028e+13 9.16717e+12 2.18967e+13 3.50386e+13 2.20106e+13 2.16808e+13 5.20665e+13 3.52156e+13 2.52942e+13 1.95696e+13 1.66675e+13 2.87803e+13 2.7026e+13 1.63078e+13 1.50249e+13 1.18637e+13 1.44541e+13 1.00005e+13 1.53858e+13 9.95835e+12 1.31244e+13 9.51151e+12 8.96169e+12 8.9374e+12 8.77923e+12 2.02219e+13 2.13482e+13
threshold=41.505000000000003 1.5000000000000002 40.005000000000003 17.500000000000004 55.701368300000006 55.851332700000007 37.832345550000007 1.5000000000000002 37.620907050000007 55.645049100000001 41.005000000000003 5.5000000000000009 18.500000000000004 37.503486000000002 37.559851850000008 9.5000000000000018 55.68356880000001 24.500000000000004 55.777112100000004 6.5000000000000009 37.342273500000012 55.455204450000004 19.500000000000004 30.434657650000002 8.5000000000000018 5.5000000000000009 37.417247200000006 40.905000000000008 43.642715500000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 27 8 6 7 12 9 20 11 -11 -6 18 -15 -16 25 -17 -14 -20 21 -5 23 -7 -12 -10 -21 28 29 -4
right_child=-2 2 3 4 5 22 -8 -9 16 10 24 -13 13 14 15 17 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-171.30564579034603 -17.534727754880965 40.777195300756034 127827.48498641304 2990.8372888901654 -43027.163494318185 22639.81301320704 664.04169284862223 -33407.452048141895 4351.7278538438322 52376.130375000008 -189084.70327380951 -56269.867985677083 -14091.880759277345 157263.1613064236 4036.1022027933377 161236.11967187503 36501.039832797898 47924.790553977276 -25099.860990767047 79988.336582031261 -13315.223238270553 82990.559933035722 -5510.430181826614 -1099.9507482621323 -96930.381640625012 -4639.9147012794992 9256.43410326087 952.22051613800238 3164.8442896435176 23872.246439732146
leaf_weight=470183 2810827 953556 23 170 22 328 641 37 1386 25 21 150 40 36 53 25 107 22 22 80 388 28 2519 803 24 5535 23 52306 18644 140
leaf_count=470183 2810827 953556 23 170 22 328 641 37 1386 25 21 150 40 36 53 25 107 22 22 80 388 28 2519 803 24 5535 23 52306 18644 140
internal_value=0 32.6981 125.181 1087.93 -1933.97 1582.78 14685 39650.2 -4021.85 -19556.2 -61037.2 -40749 48019 54673.5 80592.9 52991.6 -2240.3 108197 33309.7 48478.1 -3983.15 14303.9 -2010.46 5784.79 -139936 -2839.25 64193.8 1618.47 3471.45 38540.8
internal_weight=0 1.50734e+06 1.03715e+06 83598 12485 4651 1001 360 7834 806 220 175 323 301 136 100 7028 47 165 125 586 198 3650 1131 45 6921 103 71113 18807 163
internal_count=4318164 1507337 1037154 83598 12485 4651 1001 360 7834 806 220 175 323 301 136 100 7028 47 165 125 586 198 3650 1131 45 6921 103 71113 18807 163
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 2 5 0 0 6 0 5 3 1 0 0 3 3 0 3 1 0 0 3 3 5 1 2 0 5
split_gain=2.66207e+11 2.47018e+12 8.83097e+12 1.53439e+13 4.04258e+13 3.7529e+13 2.88267e+13 1.91721e+13 1.97294e+13 2.94265e+13 1.61489e+13 1.27918e+13 2.1546e+13 2.28333e+13 1.36742e+13 1.27502e+13 2.37882e+13 2.08173e+13 1.74637e+13 1.54761e+13 1.4644e+13 1.25124e+13 1.88679e+13 1.20081e+13 1.19421e+13 1.15624e+13 1.13453e+13 1.09084e+13 1.06912e+13 1.03715e+13
threshold=39.005000000000003 36.715000000000011 19.500000000000004 55.043101600000007 55.050600750000008 12.500000000000002 38.210000000000008 55.860536450000005 55.842510000000011 1.5000000000000002 59.882016200000002 38.610000000000007 22.500000000000004 37.998366300000008 55.806974650000008 55.820531900000013 20.500000000000004 21.500000000000004 55.826364100000013 24.500000000000004 37.362912300000012 55.56564190000001 55.518428350000008 34.500000000000007 20.500000000000004 38.210000000000008 82.981501350000016 14.500000000000002 45.063245200000004 38.010000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 -4 5 26 -7 8 11 -10 -9 14 13 -13 21 16 -16 -17 -19 -20 -18 22 -6 -14 -12 -11 -5 -22 -3 -21
right_child=-2 2 3 4 7 6 -8 10 9 25 24 12 23 -15 15 17 20 18 19 29 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-35.662931216018386 -15.35263427734435 -1319.9882774586156 2302.1091904205582 -34164.547003149608 -3120.4650671666773 53116.309046617447 -19598.006884765626 3785.9864668993196 -42576.692979132058 48736.224119410028 -16647.005092274561 -21081.891687834181 12133.203747464404 16963.62652883312 -80787.657386363644 44931.206692291977 -38471.281854838708 -43758.223466532945 -27833.608931323906 -1604.0311620093175 52412.759393636072 -9837.2924343140294 38049.053059398859 -42834.703044016773 -1493.368677900299 -17613.998274739584 -83658.723682598036 13075.641834689262 811.55971923079278 26860.680901572145
leaf_weight=934593 3123815 26760 9848 504 741 91 136 7756 301 58 553 564 1296 219 22 86 31 111 185 610 150 5449 131 41 8729 48 51 133 194990 162
leaf_count=934593 3123815 26760 9848 504 741 91 136 7756 301 58 553 564 1296 219 22 86 31 111 185 610 150 5449 131 41 8729 48 51 133 194990 162
internal_value=0 40.1548 312.944 -1095.46 -2283.73 -24702.4 9551.78 -1643.33 -5040.69 -26620 418.048 -4156.31 2732.67 -10440.8 -6026.06 2591.75 19735.2 -2399.76 -6211.06 -1856.06 26778.2 -8057.47 3064.41 10447.6 -2396.19 18690.8 -38712.7 33925.7 554.332 4369.13
internal_weight=0 1.19435e+06 259756 38006 28158 782 227 27376 10338 407 17038 9931 2120 783 7811 1490 336 1154 1068 957 314 6321 872 1337 9282 106 555 283 221750 772
internal_count=4318164 1194349 259756 38006 28158 782 227 27376 10338 407 17038 9931 2120 783 7811 1490 336 1154 1068 957 314 6321 872 1337 9282 106 555 283 221750 772
is_linear=0
shrinkage=0.1


Tree=4941
num_leaves=31
num_cat=0
split_feature=1 5 5 5 5 1 1 2 0 2 1 0 1 3 6 0 3 3 0 3 1 6 6 4 0 0 3 1 3 0
split_gain=2.92477e+11 3.94665e+12 2.0537e+13 1.41584e+13 2.29483e+13 2.21502e+13 2.64568e+13 2.27453e+13 2.80508e+13 2.28434e+13 2.04752e+13 2.80206e+13 2.58322e+13 2.14336e+13 2.56712e+13 2.01208e+13 2.41847e+13 2.43153e+13 3.36343e+13 2.54489e+13 4.49351e+13 7.29409e+13 2.05295e+13 3.31851e+13 2.18171e+13 2.605e+13 2.80438e+13 4.35692e+13 2.04742e+13 2.03857e+13
threshold=38.633372000000001 67.00500000000001 64.405000000000015 72.705000000000013 73.010000000000005 30.323743050000001 30.315880100000005 11.500000000000002 55.74310830000001 12.500000000000002 38.058342000000003 56.338501050000012 37.889331900000009 24.500000000000004 1.5000000000000002 55.416472000000006 8.5000000000000018 13.500000000000002 44.580511600000001 16.500000000000004 37.998366300000008 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 55.755036050000008 55.769960200000007 17.500000000000004 37.66934650000001 27.500000000000004 54.725565150000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 5 6 -5 -7 -9 -10 12 13 -6 -12 -15 16 -3 29 -19 20 -20 -22 23 -17 -25 26 -26 28 -28 -18
right_child=-2 3 -4 4 10 7 -8 8 9 -11 11 -13 -14 14 -16 22 17 18 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=43.911961875038422 -16.978428775243675 -7796.0128718574069 -2211.5400356297168 -14234.706256652511 199.23792671991282 166.45091516556576 -64961.611182050947 -35111.688765266787 -57429.226236470546 8838.9635466202435 6556.1895787386384 -32029.148826162065 -5130.8110381928991 8667.2494501184538 -90771.993625000003 101969.79741363526 9019.727500483632 104083.55789930555 -12132.89010124635 5274.1852764666282 -226720.8575721154 -11571.147724609376 4241.3397092032492 3961.5300497155667 -38087.813481508725 -1615.7305085779919 167860.48777343752 -30005.202049545096 36341.833364762933 -2462.8379341731188
leaf_weight=984634 3029015 4467 42097 756 174065 3332 119 458 60 391 7872 199 9594 54 50 32 3911 27 1603 917 26 40 30208 8628 385 12539 20 79 29 2557
leaf_count=984634 3029015 4467 42097 756 174065 3332 119 458 60 391 7872 199 9594 54 50 32 3911 27 1603 917 26 40 30208 8628 385 12539 20 79 29 2557
internal_value=0 39.8929 -48.5638 385.987 -37.5061 -6647.41 -21133.6 -3658.63 -17679.7 22.7964 138.773 5035.59 -79.1938 5960.35 -39140.1 1660 -1771.92 1191.36 -6949.84 -8109.12 -15462.3 -96327.1 2555.52 210.039 59.8404 -2519.36 -24606.4 15943.1 90022.9 4480.32
internal_weight=0 1.28915e+06 1.02673e+06 262418 196950 5116 875 4241 909 451 191834 8175 183659 7976 104 65468 13548 9081 2613 2586 1669 66 51920 21712 21680 13052 513 128 49 6468
internal_count=4318164 1289149 1026731 262418 196950 5116 875 4241 909 451 191834 8175 183659 7976 104 65468 13548 9081 2613 2586 1669 66 51920 21712 21680 13052 513 128 49 6468
is_linear=0
shrinkage=0.1


Tree=4942
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 1 3 3 1 3 0 5 0 2 3 1 3 1 0 1 0 1 3 0 1 0 0 0 3 2
split_gain=2.78426e+11 5.27131e+12 1.67241e+13 2.31459e+13 2.55787e+13 1.80346e+13 3.54015e+13 5.52253e+13 2.37843e+13 2.25782e+13 2.51484e+13 4.94049e+13 5.56832e+13 3.42745e+13 3.41502e+13 2.90006e+13 3.75334e+13 3.06639e+13 4.42539e+13 3.13563e+13 4.34955e+13 2.3748e+13 4.40414e+13 2.30785e+13 2.21671e+13 3.81658e+13 2.52471e+13 2.21141e+13 1.94028e+13 1.92379e+13
threshold=72.010000000000005 73.405000000000015 37.869926150000005 37.752451500000006 55.664473600000008 37.66934650000001 11.500000000000002 23.500000000000004 37.436176200000013 3.5000000000000004 55.695992150000002 72.705000000000013 55.885524800000006 5.5000000000000009 11.500000000000002 37.542000650000013 24.500000000000004 37.503486000000002 55.924336300000007 37.516458750000005 55.842510000000011 37.475443250000005 14.500000000000002 55.87722990000001 37.692869000000009 55.762622900000004 55.719391050000006 55.628356700000005 24.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 24 -8 -2 -10 21 12 13 28 -15 16 17 -13 19 -19 -21 22 -11 -16 -7 26 -26 -9 -12 -23
right_child=1 -3 -4 4 -6 6 7 27 9 10 11 15 -14 14 23 -17 -18 18 -20 20 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-10.465804366114323 1370.2729130072726 -11.325963565553856 2604.9119422442254 -30552.643125137787 -1531.3788097883219 122997.71638719512 -13064.750705189137 136658.68913352274 74759.175506394909 70368.942951660167 41647.546003844247 -45381.020460008745 69122.628306361599 -135552.48125000001 -6225.6562413736983 -14736.551316615514 -11092.152228176979 -224330.29648437502 1719.1647858796296 -7927.8271658761169 -167362.62819602274 -48464.942610677084 -43002.516167931979 -71972.496344866071 24596.472551618306 -56455.756250000006 169645.64873511906 32480.584775399471 -54794.376968750003 10004.393964990611
leaf_weight=3691126 6519 589723 26067 567 654 41 563 22 31 40 126 143 98 29 225 280 124 32 27 28 44 60 239 70 28 30 21 276 25 906
leaf_count=3691126 6519 589723 26067 567 654 41 563 22 31 40 126 143 98 29 225 280 124 32 27 28 44 60 239 70 28 30 21 276 25 906
internal_value=0 61.6081 1214.25 -2008.58 -15008.1 -425.611 12452.8 5360.83 -1822.22 -10058 -11111.4 -21125 491.936 -13667.7 -32005.8 -39394.2 -56741.2 -77399.9 -112352 -141966 -105360 -1049.61 -26748.5 -21826.6 63337.4 32374.5 86760.4 40171.6 25680.3 6372.76
internal_weight=0 627038 37315 11248 1221 10027 981 861 9046 2527 2496 1251 573 475 324 678 398 274 131 104 72 1245 279 295 120 79 49 298 151 966
internal_count=4318164 627038 37315 11248 1221 10027 981 861 9046 2527 2496 1251 573 475 324 678 398 274 131 104 72 1245 279 295 120 79 49 298 151 966
is_linear=0
shrinkage=0.1


Tree=4943
num_leaves=31
num_cat=0
split_feature=3 2 0 5 5 1 1 4 5 1 5 1 5 5 3 0 5 1 3 0 0 1 1 5 0 0 0 3 0 4
split_gain=2.72388e+11 2.68529e+12 1.35041e+13 1.12542e+13 2.01338e+13 1.58445e+13 4.03878e+13 5.66581e+13 1.89124e+13 1.23559e+13 2.13549e+13 3.70924e+13 1.85071e+13 2.16375e+13 2.49958e+13 1.20916e+13 1.09628e+13 3.6943e+13 1.9885e+13 2.85663e+13 3.22003e+13 2.81414e+13 1.91822e+13 2.10016e+13 3.87861e+13 2.69116e+13 1.93252e+13 2.57894e+13 2.58478e+13 2.37542e+13
threshold=9.5000000000000018 2.5000000000000004 50.565831500000009 116.06000000000002 118.33500000000002 38.975980350000007 38.92948375000001 3.5000000000000004 132.05000000000004 39.925119750000007 137.05000000000004 42.09605220000001 132.05000000000004 177.02500000000003 15.500000000000002 45.040161900000008 114.05000000000001 38.058342000000003 15.500000000000002 55.043101600000007 54.990279300000005 82.945329900000004 37.869926150000005 120.05000000000001 60.003414000000006 50.973130900000008 55.701368300000006 16.500000000000004 54.725565150000001 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8 12 11 -11 15 14 -14 -7 -4 22 19 20 -19 -22 23 24 -18 -25 27 28 -27 -29
right_child=1 -3 16 4 5 9 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-27.825585909433403 1356.9047381866021 66.726475062122205 -393.19837554549372 84635.027090845353 -40291.793334441492 -18424.341185735888 78541.885347576535 -41594.075872802736 180430.06918103449 132383.3997702206 -23583.901397625814 9401.3098499644893 121623.59711371528 -47601.245660895278 -4920.1328125 -87433.53806890444 2609.5926274838657 -29330.280976750302 -2859.1529876519908 -13148.852993006112 -65865.247795286021 -194299.35260416669 102491.68604139246 104978.20625 -112236.71750000001 -68235.805975076437 28171.038876466497 -10042.77336107337 62079.743081597233 -157146.13653753372
leaf_weight=1938624 36020 2030324 310100 39 47 62 49 32 29 34 77 88 27 37 37 43 184 208 807 711 59 24 23 36 35 23 296 23 45 21
leaf_count=1938624 36020 2030324 310100 39 47 62 49 32 29 34 77 88 27 37 37 43 184 208 807 711 59 24 23 36 35 23 296 23 45 21
internal_value=0 22.6697 -233.474 1583.35 15154.8 10333.2 37301.3 70454.7 116423 -121.024 17650.2 43675 -17288.4 13272.7 48465.5 -46685.3 -446.318 -7048.48 -14541.8 -23950.9 -50343.4 -103003 12711.6 9597.04 -15744.8 22096.7 14783.7 -20597.2 18002.4 -80251.2
internal_weight=0 2.37954e+06 349216 36621 601 562 157 110 78 405 199 122 206 101 64 105 312595 2495 1809 1002 291 83 686 663 219 444 408 112 68 44
internal_count=4318164 2379540 349216 36621 601 562 157 110 78 405 199 122 206 101 64 105 312595 2495 1809 1002 291 83 686 663 219 444 408 112 68 44
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=31
num_cat=0
split_feature=2 0 0 5 0 1 1 3 5 5 0 1 1 3 1 3 0 4 5 1 0 5 5 5 5 5 5 3 1 1
split_gain=2.96581e+11 4.67568e+12 3.63053e+13 2.84658e+13 2.07968e+13 2.04411e+13 1.84415e+13 1.47863e+13 1.19084e+13 1.54362e+13 1.12632e+13 1.073e+13 1.98279e+13 1.87322e+13 3.89738e+13 1.56943e+13 1.79372e+13 1.3956e+13 2.18217e+13 2.12545e+13 1.96582e+13 2.63349e+13 4.38323e+13 2.6777e+13 3.62067e+13 2.55057e+13 2.98143e+13 2.18546e+13 2.60173e+13 2.1763e+13
threshold=1.5000000000000002 55.826364100000013 55.745923000000012 132.05000000000004 55.801980100000009 28.619594500000002 60.479177250000006 26.500000000000004 107.05000000000001 105.35000000000001 56.110481950000008 40.247294600000011 61.463701450000009 23.500000000000004 37.314272700000011 14.500000000000002 55.349623500000007 1.0000000180025095e-35 34.920000000000009 36.546174950000008 43.592450450000008 74.610000000000014 70.00500000000001 107.05000000000001 123.15000000000002 87.395000000000024 93.00500000000001 8.5000000000000018 39.925119750000007 39.739656000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 -5 -3 -7 8 9 -4 -8 13 15 17 -15 16 -13 18 -1 -20 21 22 -19 25 -25 27 -27 28 -23 -24
right_child=-2 5 3 4 -6 6 10 -9 -10 -11 -12 12 -14 14 -16 -17 -18 20 19 -21 -22 23 29 24 -26 26 -28 -29 -30 -31
leaf_value=-1615.7661901097308 -9.9171455972154021 -14628.812397075582 4103.4357195400726 34451.321306152349 151061.34859375001 -898.42852009566911 -2596.9493999753381 -76228.313026494565 -23721.144642857143 91995.02101562501 2316.194325070946 -2162.3464842879712 215.29508017237265 119677.88656529019 11532.851801308818 -11751.088883014561 2969.7419203019303 8192.023765922544 74687.357082201095 -23055.361034133017 756.85369757481908 -30389.08339960804 -119111.40279605263 -117298.47998046875 35393.751784446024 174621.91572916668 55210.73741791214 94294.133582261042 80229.360130208341 -22393.840721028646
leaf_weight=9762 3777275 1001 22543 65 20 121204 5438 23 154 20 32867 60079 160633 35 696 1552 7681 2683 23 680 113328 73 38 24 44 30 69 34 30 60
leaf_count=9762 3777275 1001 22543 65 20 121204 5438 23 154 20 32867 60079 160633 35 696 1552 7681 2683 23 680 113328 73 38 24 44 30 69 34 30 60
internal_value=0 69.256 260.246 4126.96 61889 -383.356 -293.958 3911.05 3992.19 4181.34 1618.7 13.4086 -394.682 748.768 16710.8 -1808.33 -1580.59 656.804 -2841.18 -19857.5 971.257 8847.38 5792.64 36792.2 -18497.6 52723.2 91395.9 24777.2 1829.88 -59896.6
internal_weight=0 540889 380379 22825 85 160510 159509 22740 22717 22563 38305 357554 229945 127609 731 69312 67760 126878 10465 703 116413 3085 2781 304 68 236 99 137 103 98
internal_count=4318164 540889 380379 22825 85 160510 159509 22740 22717 22563 38305 357554 229945 127609 731 69312 67760 126878 10465 703 116413 3085 2781 304 68 236 99 137 103 98
is_linear=0
shrinkage=0.1


Tree=4945
num_leaves=31
num_cat=0
split_feature=4 0 3 0 3 5 0 1 1 0 2 1 5 1 5 3 1 3 5 5 3 5 3 0 1 1 3 3 5 1
split_gain=3.01089e+11 2.40205e+12 9.07044e+12 7.74969e+12 1.13358e+13 6.20736e+12 2.05096e+13 8.30234e+12 7.31821e+12 6.06291e+12 1.32441e+13 1.23212e+13 1.37875e+13 1.43073e+13 1.19035e+13 8.68063e+12 1.33609e+13 1.97297e+13 1.46422e+13 1.04614e+13 9.02604e+12 1.25792e+13 8.95137e+12 8.23422e+12 7.67108e+12 6.53962e+12 6.48421e+12 7.83084e+12 6.44485e+12 6.31979e+12
threshold=-1.0000000180025095e-35 55.727011600000004 33.500000000000007 55.74310830000001 11.500000000000002 22.030000000000005 55.734663800000007 37.642309100000013 37.620907050000007 55.68356880000001 2.5000000000000004 37.098288800000006 20.010000000000002 37.944765900000007 18.050000000000004 14.500000000000002 37.712318250000003 18.500000000000004 38.610000000000007 28.035000000000004 12.500000000000002 44.905000000000008 19.500000000000004 55.701368300000006 37.792847950000002 37.914142000000005 11.500000000000002 7.5000000000000009 42.895000000000003 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -3 8 -8 -7 -1 14 -12 -13 15 -11 20 17 -17 29 22 21 26 -18 -24 -22 -21 27 -14 -16 -19
right_child=-2 3 -4 -5 -6 6 7 -9 -10 10 11 12 13 -15 28 16 19 18 -20 25 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=196.76183155728347 -6.4659277192451219 -10591.058026207818 -48565.686312705599 -254.9585479531431 914.3856448591556 -21759.293744081442 -36745.786043648099 -89973.64302325582 42610.609752133023 5753.6673298461565 -20471.12286228087 -2803.6583361529888 -994.46010294596363 4189.3709900391977 -5268.4477562719539 -60966.430647984955 75025.311269822763 12771.708773437502 72908.946249728731 -1940.7078928719582 131248.57093750002 100566.41583806818 66753.21403301887 20899.375066080731 43663.865039062504 42784.94641856318 -19159.976757812499 70121.065747070315 -53643.678306361602 -31963.823354492186
leaf_weight=179358 4073891 576 38 57910 819 33 92 43 38 1705 123 458 30 522 1677 41 67 150 36 113 20 22 53 150 20 46 33 32 28 40
leaf_count=179358 4073891 576 38 57910 819 33 92 43 38 1705 123 458 30 522 1677 41 67 150 36 113 20 22 53 150 20 46 33 32 28 40
internal_value=0 107.836 285.806 -444.7 -7307.87 -15919.2 -30817.1 -53699.8 12692.2 295.855 3608.04 10167.7 12223.6 17229.1 -154.606 25208.8 20417.6 2855.06 14433.3 31348.1 46448.9 32429.2 43331.6 32871.1 87456.2 10998.8 16650.1 35710.3 -6062.88 3353.7
internal_weight=0 244273 184762 59511 1601 782 206 135 71 184724 5366 1956 1833 1375 3410 853 696 267 226 429 157 117 270 203 40 159 95 62 1705 190
internal_count=4318164 244273 184762 59511 1601 782 206 135 71 184724 5366 1956 1833 1375 3410 853 696 267 226 429 157 117 270 203 40 159 95 62 1705 190
is_linear=0
shrinkage=0.1


Tree=4946
num_leaves=31
num_cat=0
split_feature=1 4 1 0 0 5 3 0 3 0 5 0 6 3 5 5 5 1 3 6 0 3 6 3 0 5 5 0 5 5
split_gain=3.00305e+11 3.05923e+12 8.72226e+12 5.51869e+13 6.48768e+13 2.91722e+13 2.61637e+13 2.30255e+13 2.12486e+13 4.45298e+13 3.81431e+13 3.53189e+13 3.40528e+13 3.20969e+13 4.06686e+13 3.06471e+13 6.65812e+13 2.9654e+13 2.45446e+13 2.30414e+13 7.04128e+13 5.08116e+13 2.28785e+13 2.18541e+13 2.02131e+13 1.98602e+13 5.95036e+13 3.09446e+13 5.03407e+13 8.11965e+13
threshold=30.207352000000004 1.5000000000000002 30.102666750000001 59.609407350000005 59.820733200000006 98.020000000000024 7.5000000000000009 59.863160500000006 9.5000000000000018 59.853570100000006 58.040000000000006 59.834458500000004 1.5000000000000002 10.500000000000002 55.990000000000002 80.00500000000001 71.715000000000018 30.160599000000001 13.500000000000002 1.5000000000000002 59.846652800000008 5.5000000000000009 1.5000000000000002 8.5000000000000018 57.131524800000008 78.710000000000022 72.010000000000005 59.846652800000008 110.05000000000001 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 24 8 9 19 13 12 -12 14 -10 16 -11 22 -14 20 -6 -22 -17 -23 -4 26 -21 -27 -29 -30
right_child=-2 2 3 4 7 -7 -8 -9 10 15 11 -13 18 -15 -16 17 -18 -19 -20 25 21 23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-531.65579816121988 -3.798895402813105 -233.94191646679099 -64500.787229567315 -16366.345508686602 48361.13177730731 -83150.494551064316 73628.869028779372 -2326.4708970230549 24244.754370959054 36317.464859045562 -7811.3155207048394 1762.6515779667327 17362.107660954174 17464.582099324442 119517.7902718322 -7213.2303782393301 198195.97569661459 -75033.244466145843 87439.194692981255 -5878.8050230468752 49754.969758553343 -33497.120995654426 121140.44334077381 27949.060536822155 25823.81168765224 -24317.106386055068 -84031.38542698021 90883.479155708541 -184132.97209821432 47012.063451704547
leaf_weight=35601 4230377 35034 26 1256 335 69 117 4998 116 166 114 3713 82 1598 73 41 30 39 128 2750 116 389 21 68 526 103 101 101 21 55
leaf_count=35601 4230377 35034 26 1256 335 69 117 4998 116 166 114 3713 82 1598 73 41 30 39 128 2750 116 389 21 68 526 103 101 101 21 55
internal_value=0 183.065 670.644 2518.32 1375.56 -19844.2 30674 3230.43 5964.03 663.92 9909.98 4525.67 36189.6 22073.6 61043.3 38035.3 61094.8 -6713.76 60075.8 -2084.11 11941.3 -9351.25 36261.4 -24354.1 21569.4 -6151.53 -8647.45 19262.3 44622 -16857
internal_weight=0 87787 52186 17152 16483 1325 669 15158 10160 4336 5824 4037 324 1787 189 297 196 101 210 4039 908 573 62 457 552 3131 2851 280 177 76
internal_count=4318164 87787 52186 17152 16483 1325 669 15158 10160 4336 5824 4037 324 1787 189 297 196 101 210 4039 908 573 62 457 552 3131 2851 280 177 76
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=31
num_cat=0
split_feature=1 0 2 0 5 5 5 4 3 4 3 5 2 5 6 5 1 3 5 5 5 0 5 3 5 3 3 2 6 0
split_gain=2.85195e+11 3.59362e+12 9.42822e+12 1.36499e+13 1.91135e+13 4.23527e+13 5.98442e+13 2.60367e+13 1.79183e+13 1.53693e+13 1.68717e+13 2.65277e+13 3.35685e+13 1.75779e+13 1.75688e+13 1.65119e+13 1.69281e+13 3.57946e+13 2.87342e+13 3.90673e+13 1.94467e+13 5.33429e+13 3.93689e+13 1.64888e+13 4.89908e+13 1.46627e+13 1.97287e+13 1.40043e+13 1.38175e+13 1.43706e+13
threshold=28.619594500000002 54.725565150000001 3.5000000000000004 54.762542150000009 123.15000000000002 112.04500000000002 103.45000000000002 3.5000000000000004 7.5000000000000009 3.5000000000000004 9.5000000000000018 74.610000000000014 2.5000000000000004 66.040000000000006 1.5000000000000002 76.730000000000018 20.507360500000004 4.5000000000000009 90.015000000000015 87.00500000000001 96.015000000000015 54.736324100000012 86.810000000000016 8.5000000000000018 64.020000000000024 8.5000000000000018 3.5000000000000004 1.5000000000000002 1.5000000000000002 54.736324100000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 27 -7 10 11 12 13 23 -14 -13 17 -17 19 -19 22 -22 -18 -3 -25 26 -9 -6 -12 -30
right_child=-2 2 -4 -5 7 8 -8 25 -10 -11 28 15 14 -15 -16 16 20 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-618.19282893893512 -2.3873804065965216 18229.962052289833 -666.51996855318112 232.20905513268391 -30585.607812500002 142539.09393382352 -106498.33565340909 17588.964913504464 26717.104225852272 -51323.532962740392 7655.4135354099026 90140.167601102949 24762.627141544119 -9239.8597526041667 -26856.168429087949 -29324.875082236846 59923.434550246144 31002.234955658783 -1669.8402276400864 192822.10912500002 -6660.4505580357145 178520.2280357143 -38700.382826450892 33739.304061279297 192894.73430397728 72421.771976902179 -82905.798437500009 -141042.32187499999 -42188.621931019865 10048.098811666081
leaf_weight=20264 4281218 547 9647 3930 22 34 44 56 22 39 770 51 85 165 294 114 146 37 58 25 28 35 56 160 22 23 30 24 129 89
leaf_count=20264 4281218 547 9647 3930 22 34 44 56 22 39 770 51 85 165 294 114 146 37 58 25 28 35 56 160 22 23 30 24 129 89
internal_value=0 276.644 1363.62 4147.53 9103.15 10901.6 9234.82 -25125.1 97037.6 11021.6 11886.6 17590 9660.88 20234 -15279.4 35942.2 30402.9 10802.3 48923.2 96252.2 47710.6 96217.7 32582.2 26905 52977.9 1500.08 -17467.3 -88215.2 1362.97 -20862.6
internal_weight=0 36946 16682 7035 3105 2950 2894 155 56 2850 2811 1823 1273 894 379 550 499 234 120 62 265 63 202 729 182 109 86 46 988 218
internal_count=4318164 36946 16682 7035 3105 2950 2894 155 56 2850 2811 1823 1273 894 379 550 499 234 120 62 265 63 202 729 182 109 86 46 988 218
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=31
num_cat=0
split_feature=0 5 5 0 3 4 3 3 1 5 0 2 2 6 3 1 6 0 3 0 1 1 5 2 3 5 3 1 1 4
split_gain=2.72921e+11 4.59009e+12 1.07613e+13 2.89211e+13 4.97668e+13 2.93083e+13 4.02138e+13 2.27409e+13 3.01595e+13 3.29805e+13 2.69923e+13 3.15735e+13 2.74576e+13 4.11914e+13 7.02607e+13 2.1709e+13 2.52557e+13 3.4059e+13 5.05234e+13 4.89936e+13 3.22349e+13 2.57147e+13 2.37075e+13 2.33769e+13 3.04495e+13 2.67321e+13 2.15484e+13 2.09204e+13 2.05457e+13 2.50378e+13
threshold=59.896318000000008 46.010000000000012 51.405000000000008 59.982527000000012 5.5000000000000009 1.5000000000000002 22.500000000000004 9.5000000000000018 30.410108300000001 47.005000000000003 59.932719750000011 2.5000000000000004 1.5000000000000002 1.5000000000000002 8.5000000000000018 30.207352000000004 1.5000000000000002 59.950068600000009 7.5000000000000009 59.963407450000012 30.362552800000003 30.410108300000001 50.805000000000007 7.5000000000000009 15.500000000000002 48.510000000000012 7.5000000000000009 30.323743050000001 30.388336800000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 28 6 15 8 9 27 11 -11 -12 14 -14 -6 -17 18 20 21 -18 22 -19 24 -20 -25 -21 -7 29 -3
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 12 -13 13 -15 -16 16 17 19 23 26 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-7.1350421395829429 497.88717774302131 -9898.2176524311035 58.795579372981699 297.42538967836771 -38913.397216282894 -55252.855826469095 33539.649751391124 -10162.728401112059 -13962.448998020122 69467.814245605477 -138073.69192445817 -30768.977586549197 154357.26116898149 -55809.710196267035 -71730.354882812506 -11404.068551484739 -126663.76209435095 88731.481415441187 37478.622474144686 83203.021626420465 17735.918323863636 -20512.64223022461 -23890.982886904763 -50617.717844863771 -55827.892325647867 23885.761526794435 -22960.247191379498 -154812.36607572116 -8999.1659638671881 29067.901079546929
leaf_weight=3996272 148006 218 149384 16021 190 46 279 2733 876 48 31 91 27 266 28 1637 52 170 238 22 22 32 21 121 41 80 146 39 350 677
leaf_count=3996272 148006 218 149384 16021 190 46 279 2733 876 48 31 91 27 266 28 1637 52 170 238 22 22 32 21 121 41 80 146 39 350 677
internal_value=0 88.5812 -259.806 -2202.26 -6924.29 -10101.8 -2648.04 -15535.8 -25649 -43422.4 -33466.4 3845.17 -48200.2 -39520.8 39258.1 -6290.31 -3889.7 9127.27 -6821.73 31725.1 -83734.1 62449.5 76348.9 5035.6 23766.9 -20964.6 -9057.91 -100933 11543.3 19576.7
internal_weight=0 321892 173886 24502 8481 7236 3051 4185 1452 576 491 139 352 321 55 2772 2582 945 554 391 74 223 191 480 279 201 168 85 1245 895
internal_count=4318164 321892 173886 24502 8481 7236 3051 4185 1452 576 491 139 352 321 55 2772 2582 945 554 391 74 223 191 480 279 201 168 85 1245 895
is_linear=0
shrinkage=0.1


Tree=4949
num_leaves=31
num_cat=0
split_feature=0 2 1 2 2 2 2 5 3 0 5 3 5 5 3 2 2 1 1 1 1 1 2 5 5 0 5 5 3 1
split_gain=2.83235e+11 1.2707e+12 4.23555e+12 7.50767e+12 3.39827e+12 2.08532e+12 2.07372e+12 1.96851e+12 2.87984e+12 1.85737e+12 1.39992e+12 3.78542e+12 4.1672e+12 6.35675e+12 6.20301e+12 8.76431e+12 7.42612e+12 4.51308e+12 3.01325e+12 6.15373e+12 4.29655e+12 6.74891e+12 7.32913e+12 5.30004e+12 7.66872e+12 6.59815e+12 1.23407e+13 6.76834e+12 5.05378e+12 5.74038e+12
threshold=61.785186750000001 12.500000000000002 93.043229050000022 13.500000000000002 15.500000000000002 11.500000000000002 14.500000000000002 48.035000000000004 13.500000000000002 63.563300600000012 73.405000000000015 9.5000000000000018 80.815000000000012 84.030000000000015 12.500000000000002 5.5000000000000009 8.5000000000000018 114.17164950000002 59.76223980000001 61.880021000000006 53.243495500000009 40.810045900000013 2.5000000000000004 114.05000000000001 150.04500000000004 63.563300600000012 94.040000000000006 96.015000000000015 4.5000000000000009 39.787929450000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 6 10 -5 -7 -9 -6 -2 18 17 -14 15 -15 -17 -13 20 -20 21 22 28 25 -25 26 -22 -27 -12 -30
right_child=1 2 -4 4 9 7 -8 8 -10 -11 11 12 13 14 -16 16 -18 -19 19 -21 23 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=2.1309742132248095 -537.05595255857452 55866.565852864587 -14533.043140388258 109.07545193690881 43174.113771565753 -609.59240779433139 -37883.994089050298 -58720.96681640626 -7341.4904134114586 7985.3822583007823 1549.1145923529732 14242.561856890328 -44797.312935384114 62042.019450683591 -14207.925174713135 -48151.70495117188 25605.074134720206 57378.697360491067 -56971.385491071436 -2302.5922302303948 19819.179192243304 -34464.227089843749 10794.965048948688 -51806.152008463541 23185.380359375002 9964.0360442182391 98857.249849269705 -50696.748085937499 -34635.985437011717 14810.700052083334
leaf_weight=4288474 26740 36 66 51 24 43 20 20 24 40 180 79 24 40 64 20 43 35 21 1055 140 55 405 30 25 229 23 20 108 30
leaf_count=4288474 26740 36 66 51 24 43 20 20 24 40 180 79 24 40 64 20 43 35 21 1055 140 55 405 30 25 229 23 20 108 30
internal_value=0 -307.801 6985.2 15290.5 4470.2 -366.486 -10593.2 -15825.6 -30695.8 21181.2 -320.687 1882.56 12356.2 3325.77 10241.7 25433.6 2190.22 27486.1 506.226 -3369.55 3855.89 -695.497 1873.36 11438.3 -17719.1 15330.7 30971.8 5091.68 -9489.07 -23886.7
internal_weight=0 29690 237 171 135 29453 71 87 44 64 29366 2626 305 191 167 103 63 114 2321 1076 1245 778 723 467 55 412 163 249 318 138
internal_count=4318164 29690 237 171 135 29453 71 87 44 64 29366 2626 305 191 167 103 63 114 2321 1076 1245 778 723 467 55 412 163 249 318 138
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 0 5 3 3 5 4 4 0 5 1 5 6 2 4 4 3 1 5 2 3 6 5 0 5 2
split_gain=2.57701e+11 2.9339e+12 1.53533e+13 2.28035e+13 1.45067e+13 1.34837e+13 1.15559e+13 1.01333e+13 1.45735e+13 9.92226e+12 9.63964e+12 1.65933e+13 9.78272e+12 1.34754e+13 1.72694e+13 1.29713e+13 2.02944e+13 1.57946e+13 1.21935e+13 9.16983e+12 9.3724e+12 1.13322e+13 9.08346e+12 8.91528e+12 8.75368e+12 8.56913e+12 1.73075e+13 8.97783e+12 8.32972e+12 8.21456e+12
threshold=61.284352600000013 61.396377350000009 55.141517900000004 55.160271200000004 83.010000000000005 55.039751500000008 76.00500000000001 13.500000000000002 15.500000000000002 47.815000000000005 1.5000000000000002 2.5000000000000004 55.173809400000003 85.91500000000002 61.365473900000005 112.04500000000002 1.5000000000000002 10.500000000000002 3.5000000000000004 4.5000000000000009 8.5000000000000018 61.365473900000005 98.020000000000024 3.5000000000000004 24.500000000000004 1.5000000000000002 100.05000000000001 55.120365700000008 161.85000000000002 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 7 -6 -5 -2 -9 -4 22 23 13 14 29 -15 -17 18 -18 28 -21 -22 -8 -12 -11 26 -7 -27 -14 -13
right_child=1 -3 3 6 5 25 10 8 -10 24 11 12 19 15 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-16.048221228936296 -4516.4124378727429 7.1049239202379937 2464.2068187982954 1221.045728274109 -103557.55724709251 -30784.715401785717 10785.389414228019 56655.692053404848 -6212.3702536978381 14288.386980343124 -2320.4622816111946 -14718.580615997314 -4201.8380055754469 36199.928719672804 47926.421473524308 -65146.610104851978 7572.7750488281254 -23632.242235331636 94207.017862215915 -91029.13514138927 34798.672385817306 -48830.99260992006 88768.091562500005 -32244.839269512533 -11946.06021484375 -13192.168266444054 84048.615029761917 -61417.000896661928 50566.203013392864 -70178.802671030411
leaf_weight=3016415 3887 1251500 1558 37507 22 35 59 67 82 2198 146 96 3381 218 36 38 32 49 33 23 26 43 20 313 135 93 21 66 28 37
leaf_count=3016415 3887 1251500 1558 37507 22 35 59 67 82 2198 146 96 3381 218 36 38 32 49 33 23 26 43 20 313 135 93 21 66 28 37
internal_value=0 37.187 786.41 1319.3 -4947.32 -28992 642.124 -3535.38 22057.2 8643.64 -4100.91 -4708.97 -2661.94 9879.31 -13516.3 20565.4 -1857.83 19238.4 51556.3 -4592.74 -35746.1 -17318.4 30527.8 -22726.4 12770.3 -21362 12277.8 -33210 -3752 -30147.4
internal_weight=0 1.30175e+06 50249 45976 4273 237 42085 4036 149 3891 4578 4499 4040 539 169 370 152 114 65 3501 92 69 79 459 2333 215 56 159 3409 133
internal_count=4318164 1301749 50249 45976 4273 237 42085 4036 149 3891 4578 4499 4040 539 169 370 152 114 65 3501 92 69 79 459 2333 215 56 159 3409 133
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=31
num_cat=0
split_feature=1 1 0 0 5 5 6 6 0 5 3 2 3 5 5 0 5 3 3 3 5 5 0 3 5 5 5 2 0 0
split_gain=2.58321e+11 6.85264e+12 8.05429e+12 3.02114e+13 1.66734e+13 1.26975e+13 1.27886e+13 1.06626e+13 8.83372e+12 1.95149e+13 1.55846e+13 8.93594e+12 8.66375e+12 8.63023e+12 1.10224e+13 7.98134e+12 7.85894e+12 7.59978e+12 1.75898e+13 2.31644e+13 1.5251e+13 1.13344e+13 1.07246e+13 1.00952e+13 9.15373e+12 9.14785e+12 8.68213e+12 1.07693e+13 8.5762e+12 8.38001e+12
threshold=38.151577750000008 38.096381250000007 55.806974650000008 55.645049100000001 60.310000000000009 38.905000000000008 1.5000000000000002 1.5000000000000002 55.591389050000011 50.410000000000004 4.5000000000000009 3.5000000000000004 9.5000000000000018 45.985000000000007 55.990000000000002 55.601678500000013 55.405000000000008 9.5000000000000018 8.5000000000000018 6.5000000000000009 44.005000000000003 95.020000000000024 54.864040150000001 17.500000000000004 85.020000000000024 33.005000000000003 52.990000000000002 2.5000000000000004 48.713222300000005 55.576287050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -7 -6 17 -10 11 -11 -9 -8 -15 16 -12 18 19 28 -21 23 -20 -19 26 -24 -22 -28 -3 -30
right_child=-2 2 -4 4 7 6 13 12 9 10 15 -13 -14 14 -16 -17 -18 21 22 20 24 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=11.054539155925523 -15.519235443652253 4823.8354483570492 -37.720601850371246 16975.361737393465 48308.792455267139 111080.22429687501 69318.915518229172 2711.0644661458336 1226.7728725273942 41339.340423427486 84813.278736413049 106354.67536031788 -54016.051990327382 11324.384591619319 72073.134051067071 1957.5837929110221 22990.708971161206 -16621.990266529028 6042.9948082282535 2719.9902478966346 -48216.264343073919 48448.92536621094 -11004.24102515244 29068.598435657434 -97955.374062500006 40202.35447137295 43787.567350260419 -24310.858808696703 -12961.739181178309 10418.259846613959
leaf_weight=1222775 3078672 3175 8779 220 31 30 75 75 1029 78 23 29 42 110 41 203 194 552 342 195 130 32 41 53 20 234 27 166 583 208
leaf_count=1222775 3078672 3175 8779 220 31 30 75 75 1029 78 23 29 42 110 41 203 194 552 342 195 130 32 41 53 20 234 27 166 583 208
internal_value=0 38.547 2049.5 4357.84 25478.9 34593.7 49734.4 -3836.3 2555.89 9241.26 24890 58960.3 -17652.5 41591.1 27819.1 16210.2 29543.3 749.282 2030.6 -138.584 -19610 -9551.55 17865.3 -12619.3 -32304.8 32567.9 -28239.8 -14784.1 2502.77 -6813.77
internal_weight=0 1.23949e+06 16717 7938 624 476 256 148 7314 1556 527 107 117 226 151 420 217 5758 5121 4504 538 637 617 605 343 275 323 193 3966 791
internal_count=4318164 1239492 16717 7938 624 476 256 148 7314 1556 527 107 117 226 151 420 217 5758 5121 4504 538 637 617 605 343 275 323 193 3966 791
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=31
num_cat=0
split_feature=5 5 4 0 1 3 1 3 5 1 5 1 1 1 2 1 1 5 2 5 5 1 2 0 3 1 4 2 3 0
split_gain=2.50263e+11 3.13727e+12 4.67809e+12 9.38993e+12 2.07055e+13 2.29178e+13 2.41261e+13 2.55034e+13 1.91895e+13 1.86168e+13 2.33231e+13 2.23358e+13 3.54891e+13 3.23903e+13 2.64663e+13 2.81553e+13 2.69102e+13 2.02728e+13 2.65808e+13 2.33578e+13 1.6636e+13 3.16503e+13 3.60958e+13 3.07814e+13 2.99945e+13 5.06741e+13 3.37174e+13 4.01668e+13 2.38518e+13 2.15504e+13
threshold=47.005000000000003 49.010000000000012 1.5000000000000002 44.732363600000006 44.660994650000006 7.5000000000000009 38.096381250000007 12.500000000000002 49.995000000000012 39.704585000000002 137.05000000000004 39.767857750000005 39.925119750000007 39.753614400000011 2.5000000000000004 39.739656000000004 39.718803500000007 54.990000000000002 3.5000000000000004 64.805000000000021 60.005000000000003 39.726951800000002 10.500000000000002 43.592450450000008 16.500000000000004 39.969502550000009 1.0000000180025095e-35 6.5000000000000009 12.500000000000002 43.592450450000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 -7 -8 -3 11 13 -13 14 15 -11 -16 18 -18 -19 21 22 -10 -24 25 26 -22 -28 -29 -26
right_child=1 2 -4 -5 -6 6 8 -9 20 10 -12 12 -14 -15 16 -17 17 19 -20 -21 24 -23 23 -25 29 -27 27 28 -30 -31
leaf_value=-24.675781590474465 431.66168106522582 -6479.8841799489946 28.563260936009357 -819.76360609608457 -4434.3214450924052 38258.553593534583 65505.216218449525 6928.6890233961203 -40550.312781452689 87185.439134339089 -60947.813765285333 -56206.628961113063 10123.813169913898 121249.5620888158 -63284.890104166669 -31411.283943058894 11806.744795989991 -62421.793503289475 156596.20190662201 71090.965703124995 21445.204671446918 7464.4439399945859 121405.02152777778 -9364.8495298032412 -48120.150933159726 -1636.3827481833839 48930.298602764429 105392.3711171875 243528.03100000002 43425.969986979173
leaf_weight=2105789 173534 1914 1907066 122501 2952 578 52 472 318 87 46 89 861 38 51 26 32 38 21 20 73 1111 27 54 90 186 52 25 25 36
leaf_count=2105789 173534 1914 1907066 122501 2952 578 52 472 318 87 46 89 861 38 51 26 32 38 21 20 73 1111 27 54 90 186 52 25 25 36
internal_value=0 23.487 -11.2544 -587.502 2480.47 5709.26 11849.4 24175 5533.21 -194.652 8995.52 11542.9 3909.7 34710.9 22752.9 59897.7 -3156.8 24469.6 69176.2 -16382.9 3971.59 -1211.77 -25370.3 34225.1 20043.2 34705 73330.8 110465 174460 -21964.1
internal_weight=0 2.21238e+06 2.03884e+06 131775 9274 6322 3099 1050 2049 3223 1309 1263 950 313 275 113 162 111 53 58 1997 1510 399 81 487 361 175 102 50 126
internal_count=4318164 2212375 2038841 131775 9274 6322 3099 1050 2049 3223 1309 1263 950 313 275 113 162 111 53 58 1997 1510 399 81 487 361 175 102 50 126
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=31
num_cat=0
split_feature=4 5 0 0 0 2 0 2 0 0 0 1 0 5 0 3 3 5 5 5 1 0 0 2 0 1 5 2 5 0
split_gain=2.99348e+11 2.50871e+12 5.46162e+12 6.26794e+12 1.20005e+13 6.58107e+12 5.87515e+12 5.73102e+12 5.48518e+12 5.42455e+12 7.69391e+12 1.07345e+13 1.3021e+13 1.39421e+13 8.60142e+12 7.08752e+12 1.07331e+13 6.00041e+12 1.0506e+13 8.86588e+12 6.70579e+12 8.30725e+12 7.22337e+12 5.38163e+12 5.88239e+12 1.5638e+13 1.14991e+13 1.38255e+13 1.1204e+13 9.86855e+12
threshold=1.0000000180025095e-35 42.895000000000003 45.005863250000004 44.732363600000006 44.678200800000006 15.500000000000002 44.580511600000001 9.5000000000000018 45.022371150000005 57.641335050000002 56.831297550000009 39.899261850000009 56.852744000000008 69.610000000000014 57.60800230000001 3.5000000000000004 4.5000000000000009 58.005000000000003 56.835000000000008 58.040000000000006 49.148175700000003 55.110554300000004 54.942865800000007 25.500000000000004 54.864040150000001 39.007683500000006 128.92000000000004 17.500000000000004 120.05000000000001 53.242949050000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -5 -4 10 17 14 13 -13 -12 -11 -17 18 -10 -19 -20 22 -22 24 25 28 27 -27 -21 -28
right_child=-2 2 8 7 -6 -7 -8 -9 9 15 11 12 -14 -15 -16 16 -18 19 20 23 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-34.965323486548442 -6.4472028066350191 -2633.0993356032845 38533.135146233974 -16811.995283717108 59218.141523437509 -58992.410132945668 -44198.184732142865 -73453.611807528403 2238.3731449370002 -44846.356918010308 16261.797869873048 17253.993777743253 -2139.5627836084182 109972.42426120923 100074.03665527345 47697.407685810816 -7553.4906394343407 -16736.74757658306 49367.803869398587 10134.573318647046 -3849.64964584886 -10931.485365754415 24931.048911567137 51040.759588913694 660.92468579656418 -15022.229806587313 -109246.99279891304 45772.403507080082 88898.496502976195 -14431.461123511906
leaf_weight=203953 4073891 1198 39 95 30 22 35 22 10055 47 24 55 253 23 25 37 707 304 53 129 114 123 371 21 25856 577 23 40 21 21
leaf_count=203953 4073891 1198 39 95 30 22 35 22 10055 47 24 55 253 23 25 37 707 304 53 129 114 123 371 21 25856 577 23 40 21 21
internal_value=0 107.524 828.286 -5303.71 -3286.13 -4780.26 -3812.97 -27462.6 1049.19 1011.59 1181.81 15339.9 8873.19 44594 59023.1 -7184.95 -4805.8 1039.13 3041.18 244.306 15253.4 12279.6 18166.1 437.735 397.886 -7988.22 -14603.1 -11080.9 21161.5 -63994.1
internal_weight=0 244273 40320 1402 1285 1255 1233 117 38918 38879 38088 380 331 78 49 791 744 37708 10716 26992 661 608 485 26688 26667 811 661 617 150 44
internal_count=4318164 244273 40320 1402 1285 1255 1233 117 38918 38879 38088 380 331 78 49 791 744 37708 10716 26992 661 608 485 26688 26667 811 661 617 150 44
is_linear=0
shrinkage=0.1


Tree=4954
num_leaves=31
num_cat=0
split_feature=5 5 1 1 0 0 1 1 3 1 5 0 1 0 3 3 3 0 5 2 3 0 0 0 3 3 1 1 3 1
split_gain=2.81847e+11 2.5334e+12 3.69368e+12 7.50832e+12 5.23715e+12 4.07277e+12 4.15497e+12 6.06665e+12 1.59538e+13 9.06403e+12 8.63138e+12 2.86139e+12 6.51369e+12 1.07728e+13 8.39209e+12 1.56472e+13 1.09786e+13 7.34627e+12 6.52019e+12 5.98326e+12 5.71984e+12 5.00546e+12 6.73165e+12 7.02041e+12 6.33902e+12 7.69191e+12 7.43538e+12 1.00524e+13 5.4632e+12 1.09243e+13
threshold=33.57500000000001 33.005000000000003 82.871296800000025 78.608766650000021 54.990279300000005 45.005863250000004 39.899261850000009 39.630124250000001 15.500000000000002 39.718803500000007 33.395000000000003 55.899899800000007 37.971176850000006 55.751981950000008 18.500000000000004 21.500000000000004 22.500000000000004 55.734663800000007 33.395000000000003 16.500000000000004 15.500000000000002 55.784980300000008 55.820531900000013 55.826364100000013 21.500000000000004 12.500000000000002 37.712318250000003 37.533784800000006 22.500000000000004 37.503486000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 9 -9 -11 12 13 14 18 -16 19 -14 -7 -17 -19 24 28 -24 25 26 27 -15 29 -23
right_child=-2 2 -4 4 -6 11 -8 8 -10 10 -12 -13 17 21 15 16 -18 20 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=26.369603981083976 -10.351603848822068 6640.8856547546384 4979.6353806830339 -248.30605628842216 -28025.482934410742 -9452.6191751943679 -4868.3348368614725 83739.03405704943 -47020.976488095243 -19913.688638070915 55699.57972005209 1923.0294297319879 -519.91126895099239 -67672.902870244565 72989.114687499998 -60223.203077651517 17439.002932529351 6348.6742698368771 4469.8811649167774 3252.2261718750001 30087.491168212891 63966.166729910721 -62968.166469254036 -13713.363057791175 -73735.792941810345 12422.437352353052 -93229.852929687506 24842.695068359375 -31333.524683459051 -2647.6108551393077
leaf_weight=589872 3709212 320 2274 122 153 827 159 43 21 26 36 8386 4178 23 40 33 189 812 567 27 116 35 31 435 29 42 20 24 29 83
leaf_count=589872 3709212 320 2274 122 153 827 159 43 21 26 36 8386 4178 23 40 33 189 812 567 27 116 35 31 435 29 42 20 24 29 83
internal_value=0 63.0531 1197.15 685.345 -15702.5 957.964 9011.22 13959.3 32545.8 48459.1 23990.8 652.035 -761.566 -5018.61 -574.517 14934.2 5608.1 1267.74 -3789.74 -31659.3 9316.03 -14977.9 -11104.3 -16990 -32184.4 -21129.4 -42161.9 -20430.9 7553.69 17110.7
internal_weight=0 608952 19080 16806 275 16531 605 446 126 105 62 15926 7540 2434 1683 289 249 5106 1394 60 928 751 613 466 138 109 67 47 147 118
internal_count=4318164 608952 19080 16806 275 16531 605 446 126 105 62 15926 7540 2434 1683 289 249 5106 1394 60 928 751 613 466 138 109 67 47 147 118
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=31
num_cat=0
split_feature=0 5 5 0 3 2 1 2 1 2 5 5 1 2 6 3 4 2 4 5 5 2 2 3 5 2 3 4 2 2
split_gain=2.73102e+11 1.7997e+12 9.11093e+12 9.48892e+12 1.49922e+13 8.64781e+12 9.76781e+12 3.20939e+13 1.42844e+13 3.52957e+13 2.59592e+13 8.78802e+12 7.82063e+12 7.56413e+12 7.7248e+12 6.9017e+12 6.60653e+12 5.1732e+12 3.07693e+12 1.12369e+13 9.21636e+12 2.6437e+13 3.29548e+13 9.08455e+12 8.79458e+12 1.67101e+13 1.14773e+13 1.87617e+13 1.09489e+13 8.58109e+12
threshold=43.465905150000005 118.33500000000002 116.06000000000002 43.056445700000005 6.5000000000000009 14.500000000000002 39.925119750000007 3.5000000000000004 39.969502550000009 6.5000000000000009 142.05000000000004 137.05000000000004 43.048525950000005 9.5000000000000018 1.5000000000000002 10.500000000000002 3.5000000000000004 4.5000000000000009 3.5000000000000004 120.05000000000001 132.05000000000004 7.5000000000000009 2.5000000000000004 8.5000000000000018 120.05000000000001 9.5000000000000018 7.5000000000000009 2.5000000000000004 6.5000000000000009 10.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -3 9 10 16 -9 -10 14 15 -6 -8 -17 24 23 21 22 -21 -20 25 26 -14 -28 -29 -22
right_child=-2 5 3 -5 13 -7 8 11 12 -11 -12 -13 18 -15 -16 17 -18 -19 19 20 29 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=185.55854168467113 -2.6615901986829464 -128348.0927734375 51676.964853852376 -83550.216068892041 21654.768229166668 50839.265287162161 81964.2173719618 -30339.230397727271 -48341.288306451614 -76689.725000000006 -10361.611103166853 58065.693206521741 4111.020782405074 17970.618386314654 -82694.792786458333 -77470.384375000009 153646.949375 -15629.644279233871 -14023.742578125 74409.138603515617 -862.71188383556546 128581.54694940476 -43997.914877801195 -85519.728298611124 1249.5493674717068 -41060.7269847973 -40119.992148437508 92677.047418212896 31837.193607954548 -53219.505243844702
leaf_weight=45152 4270332 24 29 22 24 37 36 22 31 21 28 23 93 29 30 24 20 31 52 40 609 21 57 27 1141 37 20 64 55 33
leaf_count=45152 4270332 24 29 22 24 37 36 22 31 21 28 23 93 29 30 24 20 31 52 40 609 21 57 27 1141 37 20 64 55 33
internal_value=0 237.621 93.8461 -21816.2 -13683.6 2854.59 2131.11 -34961 3204.21 39267.1 68256.3 14845.5 1543.42 -27418.8 -39494.8 -23089.8 107565 -42614.7 2231.03 -2564.01 1167.19 26853.4 4829.74 -38459.1 5084.25 21349.6 31303 49496.2 64557.8 -3553.95
internal_weight=0 47832 45341 189 167 2491 2454 69 2385 105 84 45 2280 138 109 79 56 55 2249 839 760 118 97 79 1410 269 232 139 119 642
internal_count=4318164 47832 45341 189 167 2491 2454 69 2385 105 84 45 2280 138 109 79 56 55 2249 839 760 118 97 79 1410 269 232 139 119 642
is_linear=0
shrinkage=0.1


Tree=4956
num_leaves=31
num_cat=0
split_feature=0 0 6 2 3 3 5 1 3 3 3 4 2 3 1 5 3 1 1 3 1 5 2 2 4 1 3 3 5 3
split_gain=2.51992e+11 3.8012e+12 1.46159e+13 1.68742e+13 1.69386e+13 3.02719e+13 5.74469e+13 2.78451e+13 3.63471e+13 3.03409e+13 4.05146e+13 2.51491e+13 2.17947e+13 2.08989e+13 2.00309e+13 1.90858e+13 1.67398e+13 2.06754e+13 2.61009e+13 2.16033e+13 1.88873e+13 3.20712e+13 2.47888e+13 4.49429e+13 5.05325e+13 3.90548e+13 3.06153e+13 2.42807e+13 2.12339e+13 1.89756e+13
threshold=59.896318000000008 59.882016200000002 1.5000000000000002 19.500000000000004 12.500000000000002 9.5000000000000018 47.815000000000005 30.451272450000005 22.500000000000004 20.500000000000004 18.500000000000004 1.5000000000000002 13.500000000000002 24.500000000000004 30.315880100000005 81.00500000000001 19.500000000000004 30.425002000000003 30.434657650000002 17.500000000000004 30.362552800000003 53.385000000000012 3.5000000000000004 4.5000000000000009 2.5000000000000004 30.323743050000001 18.500000000000004 12.500000000000002 45.610000000000007 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 4 5 -4 -7 8 9 10 12 -9 14 -13 -6 -12 17 20 -19 -20 22 -22 26 24 25 28 27 -3 -24 -27
right_child=-2 2 3 -5 7 6 -8 11 -10 -11 15 13 -14 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.792560597342582 85.117038130522047 -11891.093824504032 -5075.8780092249262 18526.746680052853 935.70951029057562 -15643.955790571732 63852.659310588431 -9606.7741321180929 28763.100318156499 -66979.024296874995 27429.758387301263 -44253.722246409372 18442.11527728345 36641.590764303772 -33976.051959436736 127291.49782608697 -3018.535949803515 44540.744566071655 -339.49543896665671 27935.359017673734 -13960.976742465509 -135131.58460937502 -5116.3245166015622 2864.6352817712614 -45028.785144042973 73530.842431640631 -56421.861497738493 45489.701637145299 78006.786436631955 177431.89310897436
leaf_weight=3980885 321892 484 3088 284 253 176 188 578 284 90 114 526 166 34 469 23 4871 251 808 406 173 25 60 1636 46 32 133 87 63 39
leaf_count=3980885 321892 484 3088 284 253 176 188 578 284 90 114 526 166 34 469 23 4871 251 808 406 173 25 60 1636 46 32 133 87 63 39
internal_value=0 -6.85601 -1575.58 -5290.52 -6419.94 -1860.76 25414.7 -12623.5 -3174.65 -11309.5 -6421.41 -24239.3 -14230.5 -39342.2 -21742.4 44194.9 981.353 5573.26 15185.8 9116.51 504.02 -29260.3 2788.26 8792.91 49204 71547.8 -13212.8 -3148.31 37458.9 130603
internal_weight=0 3.99627e+06 15387 6273 5989 3452 364 2537 1399 1115 1025 1138 888 560 722 137 9114 4243 1465 1214 2778 198 2580 1876 240 194 704 571 123 71
internal_count=4318164 3996272 15387 6273 5989 3452 364 2537 1399 1115 1025 1138 888 560 722 137 9114 4243 1465 1214 2778 198 2580 1876 240 194 704 571 123 71
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=31
num_cat=0
split_feature=0 4 5 5 4 0 0 3 1 5 1 5 1 0 2 5 3 3 5 3 3 3 5 2 1 3 1 2 5 5
split_gain=2.69651e+11 2.56854e+12 9.16707e+12 1.7261e+13 1.70261e+13 1.91484e+13 2.2593e+13 2.10926e+13 1.6229e+13 1.20473e+13 1.17839e+13 8.05947e+12 7.96901e+12 1.62989e+13 1.55291e+13 2.00699e+13 2.60195e+13 3.81903e+13 1.55114e+13 8.12204e+12 7.28463e+12 6.66126e+12 9.85834e+12 6.02716e+12 5.21331e+12 5.95986e+12 7.4542e+12 6.66397e+12 5.83914e+12 5.75453e+12
threshold=60.035045000000004 1.5000000000000002 59.245000000000012 56.835000000000008 1.0000000180025095e-35 60.063729500000008 60.693675950000006 9.5000000000000018 30.362552800000003 70.50500000000001 53.243495500000009 38.905000000000008 30.207352000000004 60.693675950000006 2.5000000000000004 44.410000000000004 4.5000000000000009 5.5000000000000009 45.610000000000007 6.5000000000000009 6.5000000000000009 18.500000000000004 61.405000000000008 10.500000000000002 65.659480050000013 19.500000000000004 30.425002000000003 14.500000000000002 43.205000000000005 42.405000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 9 7 -7 -6 -5 -4 -8 -2 13 14 18 -16 -17 -18 20 -15 -13 -9 -23 -14 25 26 28 -28 29 -25
right_child=1 -3 4 8 5 6 10 21 -10 -11 -12 12 23 19 15 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=4.2196840295151636 35.293015536312694 251.47017897827038 -23685.983210358798 124760.08660888672 -149153.61958220109 76844.71038536659 -75470.966199448536 -2114.5489493534483 19040.821521226415 64679.524216037331 -1325.4209859913794 25511.312343750003 -1923.665669104842 -42563.2453824267 10286.259840371371 -31853.078141276044 164342.60783361489 35165.328564453128 -65897.019077280405 5527.5753950549715 -27199.542082331733 -12784.42 -108781.31929347827 -19815.77705362167 7961.0571093777371 -4814.534986096829 -12930.938895230334 8938.4897364272674 -40253.184798655799 24430.06813964844
leaf_weight=4198450 38980 68655 27 20 23 26 34 29 53 36 58 80 7386 81 211 24 37 60 37 62 39 20 23 361 223 2288 476 197 136 32
leaf_count=4198450 38980 68655 27 20 23 26 34 29 53 36 58 80 7386 81 211 24 37 60 37 62 39 20 23 361 223 2288 476 197 136 32
internal_value=0 -147.987 -685.106 -586.324 -18860.5 -32368.3 -5465.46 -65784.4 48005 26808.6 -28727 -656.275 -2954.42 7977.09 16677.2 28905.2 61372.9 84439.1 -9346.58 -21712.7 8236.33 -39152.5 -64131.6 -3575.9 -6862.58 -7809.76 -13511.2 -6529.34 -22393.5 -16213.1
internal_weight=0 119714 51059 50783 276 213 118 95 73 63 92 50710 11730 631 488 332 121 97 156 143 119 72 43 11099 3713 3490 1202 673 529 393
internal_count=4318164 119714 51059 50783 276 213 118 95 73 63 92 50710 11730 631 488 332 121 97 156 143 119 72 43 11099 3713 3490 1202 673 529 393
is_linear=0
shrinkage=0.1


Tree=4958
num_leaves=31
num_cat=0
split_feature=0 3 2 3 5 1 5 5 3 1 0 1 3 1 1 2 5 5 2 1 3 4 5 3 1 3 5 3 6 3
split_gain=2.51416e+11 1.18967e+12 1.00749e+12 3.84957e+12 3.92705e+12 8.2466e+12 3.6996e+12 3.12369e+12 7.96761e+12 2.40016e+12 2.26248e+12 5.13972e+12 3.03412e+12 3.44627e+12 1.49625e+13 1.07003e+13 3.38517e+13 1.34697e+13 1.27256e+13 1.29966e+13 2.7987e+13 1.65148e+13 9.61171e+12 3.13185e+13 8.74578e+12 8.04913e+12 7.89977e+12 6.44013e+12 6.19858e+12 5.57565e+12
threshold=61.785186750000001 20.500000000000004 7.5000000000000009 6.5000000000000009 99.555000000000021 50.388877400000005 92.035000000000011 86.810000000000016 9.5000000000000018 114.17164950000002 63.563300600000012 33.101335500000005 1.5000000000000002 35.911716050000003 49.964253350000007 5.5000000000000009 66.990000000000023 53.995000000000012 2.5000000000000004 34.359746700000009 5.5000000000000009 3.5000000000000004 67.990000000000023 4.5000000000000009 34.359746700000009 2.5000000000000004 61.845000000000006 3.5000000000000004 1.5000000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 6 -6 7 -5 -9 -7 11 -2 -13 15 25 17 28 24 -19 -20 21 22 -21 -24 -14 -15 -27 -26 -17 -29
right_child=1 -3 3 4 5 9 -8 8 -10 -11 -12 12 13 14 -16 16 -18 18 19 20 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=2.0077109132232303 -17599.796485606828 -24670.990341796874 35490.046117424245 395.40361320569394 62232.804026794438 -29915.939628906253 -33860.138999495968 61556.829464285722 -16113.096515625 16162.410697115385 482.85607333271446 -13138.269464022871 386.56087625296209 4631.8176499023439 -1530.1438212955491 41909.443598090278 -76826.790060763888 229.61377059550998 10779.582191489329 17180.136658960459 136515.71822415866 -49837.716656250006 -29375.952139945657 113540.49436141305 -35336.315545864767 -32442.800203282382 -100286.42515625001 30658.325930606621 -4903.1444926637587 -12577.625365105776
leaf_weight=4288474 192 20 33 2585 32 20 31 28 25 26 13062 207 2769 50 8243 36 72 752 623 98 26 25 23 46 116 121 20 34 132 243
leaf_count=4288474 192 20 33 2585 32 20 31 28 25 26 13062 207 2769 50 8243 36 72 752 623 98 26 25 23 46 116 121 20 34 132 243
internal_value=0 -289.997 -273.562 1538.76 1130.9 23248.1 484.533 888.128 24920.1 -3871.65 -460.927 -1352.43 -1123.66 -938.463 -2171.29 1143.16 -19458.3 2182.98 9681.53 18133.2 39148.3 25963.2 37310.6 65901.7 -1594.75 -29841.4 -42066 -15554.7 5128.12 -7270.69
internal_weight=0 29690 29670 2780 2747 78 2669 2638 53 46 26890 13828 13636 13429 8434 4995 240 4755 1593 841 218 192 167 69 3162 191 141 393 168 277
internal_count=4318164 29690 29670 2780 2747 78 2669 2638 53 46 26890 13828 13636 13429 8434 4995 240 4755 1593 841 218 192 167 69 3162 191 141 393 168 277
is_linear=0
shrinkage=0.1


Tree=4959
num_leaves=31
num_cat=0
split_feature=3 5 0 0 5 1 1 0 5 5 0 0 0 0 0 2 3 5 0 0 0 5 5 5 2 2 0 5 1 2
split_gain=2.54333e+11 2.32329e+12 5.38091e+12 2.63015e+13 5.67623e+12 5.19528e+12 5.80357e+12 6.60328e+12 1.1591e+13 5.56762e+12 5.37123e+12 7.28861e+12 5.062e+12 1.14866e+13 5.69177e+12 5.29876e+12 5.03593e+12 7.32865e+12 9.04697e+12 5.35488e+12 6.21298e+12 1.64671e+13 6.89112e+12 5.64781e+12 5.17298e+12 4.94408e+12 4.87128e+12 4.29072e+12 5.75356e+12 1.25893e+13
threshold=2.5000000000000004 80.00500000000001 61.674413550000004 61.785186750000001 104.75000000000001 37.314272700000011 37.275078000000001 59.932719750000011 87.395000000000024 81.910000000000011 54.725565150000001 54.736324100000012 55.416472000000006 55.055104550000003 56.876792350000009 1.5000000000000002 1.5000000000000002 84.030000000000015 55.07108800000001 59.863160500000006 57.945214300000011 94.040000000000006 120.05000000000001 96.015000000000015 1.5000000000000002 1.5000000000000002 63.563300600000012 85.91500000000002 34.359746700000009 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 10 -9 12 27 -12 13 -7 15 -14 -13 -18 -19 20 22 -22 23 -20 -21 -10 -5 -3 -29 -30
right_child=-2 2 3 26 -6 9 -8 8 25 -11 11 16 14 -15 -16 -17 17 18 19 24 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=35.701651849411654 -3.9793435960703469 -49129.345177801726 122569.06748934659 -22181.4696770056 48960.4892578125 17107.715753976005 -55622.144254557294 -81797.7578125 -47201.707834694607 1720.3313626170636 56803.655385044651 47609.877785326091 -53661.688002232149 97105.775625000009 23505.844434063252 4340.8133870442716 -44311.905641084566 -57676.231328124995 33282.8245649858 81055.705078125 46670.232949218749 -69715.072983870967 56493.544775390626 -36188.808656250003 12194.240055338543 9191.1207620872647 26877.783295730067 13828.726279438408 4949.0739070811178 -80732.147395833337
leaf_weight=106519 4205107 29 22 67 20 175 24 29 22 5510 28 23 28 20 52 36 34 20 22 20 20 31 32 25 24 53 29 69 47 27
leaf_count=106519 4205107 29 22 67 20 175 24 29 22 5510 28 23 28 20 52 36 34 20 22 20 20 31 32 25 24 53 29 69 47 27
internal_value=0 148.01 1977.77 21514.7 87517.4 1556.51 -7477.37 -5395.43 -28110 2455.08 -157.476 8411.14 15472.7 25312.6 -1068.57 -21035.3 3012.77 -1486.06 6019.51 13340.9 3134.87 -24073.8 20699.9 -3670.17 43494.9 -7350.78 -7361.49 -14056.6 -6943.91 -26313
internal_weight=0 113057 6538 138 42 6400 579 555 104 5821 451 279 311 195 116 64 251 228 194 174 130 51 79 47 44 75 96 172 143 74
internal_count=4318164 113057 6538 138 42 6400 579 555 104 5821 451 279 311 195 116 64 251 228 194 174 130 51 79 47 44 75 96 172 143 74
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 3 3 4 0 3 5 2 2 4 5 5 5 3 3 3 0 3 1 1 5 1 2 4 3
split_gain=2.50797e+11 6.17871e+12 1.57051e+13 3.34914e+13 3.41906e+13 3.06052e+13 7.92591e+13 4.52821e+13 2.96398e+13 2.24087e+13 1.58714e+13 1.81493e+13 1.53369e+13 3.36471e+13 2.65116e+13 1.82771e+13 8.65262e+13 4.07205e+13 3.19778e+13 2.84547e+13 9.46813e+13 9.13508e+13 3.86668e+13 3.06603e+13 2.73769e+13 4.02324e+13 5.7481e+13 3.40227e+13 2.60578e+13 5.27675e+13
threshold=44.580511600000001 41.950906500000009 40.247294600000011 44.039893800000009 40.810045900000013 40.810045900000013 7.5000000000000009 5.5000000000000009 2.5000000000000004 44.226894250000008 10.500000000000002 97.050000000000011 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 80.00500000000001 75.015000000000015 92.035000000000011 4.5000000000000009 8.5000000000000018 5.5000000000000009 43.592450450000008 10.500000000000002 39.969502550000009 39.826386800000009 89.00500000000001 38.633372000000001 2.5000000000000004 2.5000000000000004 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 6 7 8 -4 -6 11 -7 -1 14 -14 16 -16 18 24 20 23 -22 -21 -18 25 26 -17 -26 29 -20
right_child=-2 -3 3 4 9 10 -8 -9 -10 -11 -12 -13 13 -15 15 17 19 -19 28 22 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=3152.8498441080624 4.5316806508282399 493.88540802655399 13325.167438360091 -58439.06898704941 -29025.996334201391 -9798.1650970118008 -123358.87607421876 135911.05958806819 122619.54222935269 22628.928756850513 58395.699194335939 -78209.702896341463 5882.0445286267923 939.09655492912793 -5110.1823828925435 -58646.211718750004 10306.105237279966 -2818.2110260636509 62660.109235026051 -79955.997099401604 259951.66239955358 63877.83097550676 30557.536422760953 108948.64458705357 15284.779882812501 -46494.002669270834 99654.868810281638 -124148.18105189734 -59701.299456577763 -55312.90135047691
leaf_weight=9550 4170694 76666 218 241 225 716 32 44 28 134 32 41 2528 33400 20960 32 316 1266 60 47 35 74 97 35 35 60 81 35 379 103
leaf_count=9550 4170694 76666 218 241 225 716 32 44 28 134 32 41 2528 33400 20960 32 316 1266 60 47 35 74 97 35 35 60 81 35 379 103
internal_value=0 -128.163 -801.713 -10265.9 -29304 15.6747 25996.4 42477 25765.2 -9745.33 -10587.4 -13503.4 -567.344 -1164.02 -3850.94 -4892.86 -4034.88 -13913.6 -31807.5 33280.4 45424.3 126837 -5512.85 20142.3 -1664.58 19686.3 54826.2 -54431.7 -45321.8 -11887.3
internal_weight=0 147470 70804 1711 600 1111 322 290 246 359 789 757 69093 59543 26143 23615 21564 2051 785 604 460 109 144 351 243 173 113 70 542 163
internal_count=4318164 147470 70804 1711 600 1111 322 290 246 359 789 757 69093 59543 26143 23615 21564 2051 785 604 460 109 144 351 243 173 113 70 542 163
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=31
num_cat=0
split_feature=5 2 1 1 1 5 3 5 4 5 0 0 0 1 1 4 1 0 5 3 1 5 5 4 3 5 5 0 1 1
split_gain=2.50784e+11 1.50042e+12 1.13851e+13 2.17865e+13 2.11489e+13 1.3528e+13 1.26249e+13 1.72774e+13 1.56508e+13 1.20814e+13 1.31249e+13 1.12147e+13 2.32952e+13 1.47721e+13 1.19084e+13 1.55565e+13 1.75323e+13 1.06748e+13 1.06284e+13 1.02794e+13 1.00024e+13 9.40734e+12 1.65389e+13 3.02e+13 4.64807e+13 3.42666e+13 2.56213e+13 3.98937e+13 1.37082e+13 1.1303e+13
threshold=100.05000000000001 1.5000000000000002 30.451272450000005 30.388336800000001 34.359746700000009 132.05000000000004 8.5000000000000018 120.05000000000001 3.5000000000000004 102.01000000000001 57.60800230000001 44.226894250000008 45.063245200000004 43.574807850000006 37.767735350000002 3.5000000000000004 37.214886200000009 54.736324100000012 112.04500000000002 5.5000000000000009 45.148007750000012 104.75000000000001 116.06000000000002 2.5000000000000004 5.5000000000000009 107.05000000000001 107.05000000000001 59.904813200000007 30.226173900000003 30.323743050000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 21 6 -5 7 8 -4 10 11 13 -13 -6 15 16 -14 19 -8 20 -16 -2 23 -23 26 -26 27 -25 -28 -24
right_child=1 -3 4 5 9 -7 18 -9 -10 -11 -12 12 14 -15 17 -17 -18 -19 -20 -21 -22 22 29 24 25 -27 28 -29 -30 -31
leaf_value=4.0536342591706012 -13497.737744124563 -241.28586281998446 -166772.97951171876 82600.318090820321 117471.89360795455 -2938.0842848557695 -41132.383286830358 -2852.5413369455646 -55880.76540178572 -741.69391545370479 86606.18774108887 -57130.034880514715 8221.6943359375 216.14966517857144 27943.881940406976 3368.6318599232459 116852.1905048077 -9694.9054471394666 50611.467646059784 1950.1332658179015 112141.21190476191 -68324.92202524039 -5371.6892613717255 202031.18031250002 -75112.356621570114 46637.890212264152 -13312.514621093751 24985.799531249999 82542.430194256769 30875.012395042351
leaf_weight=4199349 190 110415 20 64 22 26 28 31 35 6608 24 51 24 21 43 57 39 209 23 81 21 26 439 35 41 53 25 20 37 107
leaf_count=4199349 190 110415 20 64 22 26 28 31 35 6608 24 51 24 21 43 57 39 209 23 81 21 26 439 35 41 53 25 20 37 107
internal_value=0 -143.27 1145.11 10817.2 -256.207 57889.2 -39177.8 -62554.8 -96205.2 484.385 14170.1 11109.4 7088.03 60207.5 13997.6 41221.4 75469.1 4769.15 242.295 25617.3 55571.1 6463.21 11306.9 33366.3 45897 -6465.94 87966.4 137651 43891.2 1731.6
internal_weight=0 118815 8400 1063 7337 90 137 86 55 7200 592 568 525 43 474 120 63 354 51 145 64 973 783 237 211 94 117 55 62 546
internal_count=4318164 118815 8400 1063 7337 90 137 86 55 7200 592 568 525 43 474 120 63 354 51 145 64 973 783 237 211 94 117 55 62 546
is_linear=0
shrinkage=0.1


Tree=4962
num_leaves=31
num_cat=0
split_feature=1 5 5 0 5 2 3 3 2 5 1 3 3 4 5 2 2 5 3 2 5 5 3 0 3 5 5 5 2 2
split_gain=2.42198e+11 2.1606e+12 7.25986e+12 1.67751e+13 1.29691e+13 1.11676e+13 6.7124e+12 7.78319e+12 5.28066e+12 6.06385e+12 4.68684e+12 1.13363e+13 5.27769e+12 7.84229e+12 9.55097e+12 9.86119e+12 9.03331e+12 8.12131e+12 7.70524e+12 7.54662e+12 7.07189e+12 1.50877e+13 9.48669e+12 7.44233e+12 6.50229e+12 6.4964e+12 6.45278e+12 5.97436e+12 5.81044e+12 5.5472e+12
threshold=113.46563545000002 54.410000000000004 56.505000000000003 50.973130900000008 55.990000000000002 3.5000000000000004 9.5000000000000018 6.5000000000000009 3.5000000000000004 55.990000000000002 114.17164950000002 17.500000000000004 11.500000000000002 2.5000000000000004 60.310000000000009 5.5000000000000009 5.5000000000000009 85.91500000000002 8.5000000000000018 9.5000000000000018 74.610000000000014 77.00500000000001 8.5000000000000018 52.056565900000003 8.5000000000000018 70.50500000000001 60.310000000000009 58.040000000000006 8.5000000000000018 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -5 -9 -10 11 12 13 14 16 17 18 -16 -4 20 22 23 25 24 -22 -15 -14 -20 -18 -23
right_child=1 2 10 6 -6 -7 -8 8 9 -11 -12 -13 26 19 15 -17 28 -19 27 -21 21 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.9309098327096568 -499.30314976292198 54405.091872829864 -3519.4009310889796 910.30672627433398 71660.913976004464 -20319.687705891927 -20788.858996456187 2183.9172974457611 54620.733738914692 11841.289153645834 -1395.6189830692299 74227.034703480123 19122.955035342264 4524.2931768755261 11732.931908581922 30789.910863620422 -45234.532392723886 -37300.336083324532 81620.981463068179 -25665.305981691919 42687.02734375 21942.212939738671 -12787.380874288549 8018.2930603027344 111000.39861061791 -15704.031684254791 -7088.7460751788531 11983.916082545689 5038.2915345982146 2669.2284252500012
leaf_weight=4289649 15640 36 131 549 70 45 97 74 74 60 6033 22 105 1541 388 316 67 37 22 99 38 171 537 32 22 177 890 28 35 1179
leaf_count=4289649 15640 36 131 549 70 45 97 74 74 60 6033 22 105 1541 388 316 67 37 22 99 38 171 537 32 22 177 890 28 35 1179
internal_value=0 290.476 1249.87 9410.67 40135.5 12891.3 3978.06 7151.62 23625.1 35465.8 558.913 2579.08 2308.01 3676.79 11443 17411.4 -4184.47 7464.15 9227.46 1581.79 2311.43 7780.75 -1186.03 46964.1 67735.3 2440.23 -4322.69 42624.2 -27984.1 5110.47
internal_weight=0 28515 12875 1005 151 81 854 757 208 134 11870 5837 5815 4820 1024 741 283 425 181 3796 3697 1442 2255 92 60 1718 995 50 102 1350
internal_count=4318164 28515 12875 1005 151 81 854 757 208 134 11870 5837 5815 4820 1024 741 283 425 181 3796 3697 1442 2255 92 60 1718 995 50 102 1350
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=31
num_cat=0
split_feature=0 5 5 1 1 3 3 1 3 3 6 0 1 5 2 2 4 0 5 3 1 1 4 0 3 2 1 1 2 3
split_gain=2.48421e+11 4.07066e+12 9.25488e+12 1.62224e+13 1.50379e+13 3.96833e+13 1.16033e+13 4.05285e+13 1.14949e+13 3.91739e+13 2.44672e+13 2.15103e+13 2.00393e+13 2.69401e+13 1.82416e+13 1.3324e+13 3.95827e+13 2.36293e+13 2.25965e+13 2.21288e+13 2.24457e+13 1.90697e+13 1.36891e+13 1.33137e+13 2.7441e+13 1.71904e+13 1.99668e+13 1.58926e+13 1.15533e+13 1.06335e+13
threshold=59.896318000000008 46.010000000000012 45.005000000000003 30.370618100000005 30.323743050000001 4.5000000000000009 8.5000000000000018 30.332994000000003 8.5000000000000018 7.5000000000000009 1.5000000000000002 60.017447350000005 30.102666750000001 45.985000000000007 2.5000000000000004 7.5000000000000009 1.5000000000000002 59.916647550000008 45.610000000000007 14.500000000000002 30.305955500000003 30.278357500000002 1.5000000000000002 59.963407450000012 10.500000000000002 5.5000000000000009 30.207352000000004 30.278357500000002 9.5000000000000018 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 -7 9 10 14 15 13 -12 -4 17 19 18 -10 20 -17 -18 23 24 27 26 -26 -19 -22 -14
right_child=1 -3 3 -5 5 6 -8 -9 11 -11 12 -13 29 -15 -16 16 21 22 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-6.8072579068561794 304.97929789598936 -243.57192065661562 -21430.405937500003 -245.56901218108737 161663.623203125 135138.50112847224 13058.130248568114 3582.6873498717355 -86499.353710937503 -74008.257708333331 64413.434198943665 -3960.7324588890865 8381.3920549665181 -21812.661148648651 79301.430368041998 2300.1609821428569 30182.198769194507 58956.794632273704 40386.318250000004 5360.4736843366563 -60805.2425925926 130673.45808454242 13572.910241849924 27854.195498817848 -14364.576890980115 -27377.453575478834 102764.72206804143 155207.24350818453 -161083.09250000003 -43074.307990619505
leaf_weight=3996272 141832 173886 25 3483 20 36 563 67 32 75 71 629 56 74 64 35 58 29 25 163 27 28 162 152 22 31 43 42 20 142
leaf_count=3996272 141832 173886 25 3483 20 36 563 67 32 75 71 629 56 74 64 35 58 29 25 163 27 28 162 152 22 31 43 42 20 142
internal_value=0 84.5117 469.963 4260.05 10091.7 22871.8 18703.8 49563.4 5719.13 -7295.99 4286.01 10124.1 -7836.67 20408.4 51006 20319 4532.58 30031.5 -30847.7 -15955.7 -58328 62900.3 37245.9 49267.9 68758.2 33897.5 63121 115894 -103477 -28521.2
internal_weight=0 321892 148006 6174 2691 686 666 103 2005 507 432 1498 343 145 89 869 331 538 57 245 82 86 481 319 167 96 65 71 47 198
internal_count=4318164 321892 148006 6174 2691 686 666 103 2005 507 432 1498 343 145 89 869 331 538 57 245 82 86 481 319 167 96 65 71 47 198
is_linear=0
shrinkage=0.1


Tree=4964
num_leaves=31
num_cat=0
split_feature=3 2 0 0 5 1 1 2 3 5 0 1 1 1 2 0 0 1 0 5 3 2 3 0 5 2 1 5 1 5
split_gain=2.37986e+11 5.09956e+12 9.66109e+12 1.23954e+13 1.19745e+13 2.33828e+13 4.30199e+13 2.71479e+13 4.54137e+13 6.35676e+13 5.93883e+13 4.20392e+13 5.70545e+13 3.57795e+13 5.16352e+13 3.51311e+13 5.21851e+13 2.82343e+13 2.33689e+13 2.02206e+13 2.00306e+13 1.89394e+13 1.96455e+13 1.7116e+13 1.6267e+13 1.71948e+13 3.17395e+13 2.23186e+13 3.01082e+13 2.07689e+13
threshold=15.500000000000002 6.5000000000000009 57.057093650000006 56.338501050000012 128.92000000000004 40.247294600000011 47.554129950000011 3.5000000000000004 16.500000000000004 177.02500000000003 55.576287050000012 37.436176200000013 37.855187800000003 38.959914000000005 4.5000000000000009 55.701368300000006 55.628356700000005 39.143775600000005 55.851332700000007 132.05000000000004 16.500000000000004 2.5000000000000004 16.500000000000004 45.022371150000005 69.610000000000014 4.5000000000000009 82.959896850000021 74.610000000000014 82.970752000000019 123.15000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 24 7 20 15 9 23 13 -12 -13 14 -10 16 17 21 -17 -8 -7 -6 -23 -9 -2 -26 29 28 -28 -27
right_child=1 -3 -4 -5 5 6 19 8 10 -11 11 12 -14 -15 -16 18 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-14.935912574405362 -58.862052132101752 -95.43967022379023 1385.5918594260093 -2170.5738186470712 42994.934573739039 4214.3534553527834 -45356.018404586233 -210941.22304687501 -54301.539955357148 32434.085560344829 -551.01713867187505 -257546.56202799478 -39497.40973307292 -19348.723960349835 137000.31547397349 124794.71988340435 -138065.83972404234 -66945.730829326931 -12194.1928515625 658.90248165246214 102769.5454606681 29685.101097074468 -59936.138434436281 -110270.9538934005 578.01644782190431 2732.6490622096208 83038.055056822544 9270.5488306451625 22827.193647865108 42696.319363519804
leaf_weight=3073923 219594 871735 72159 22316 114 32 108 24 21 29 32 24 24 113 43 33 31 52 20 825 58 47 51 57 37154 17780 102 1085 447 131
leaf_count=3073923 219594 871735 72159 22316 114 32 108 24 21 29 32 24 24 113 43 33 31 52 20 825 58 47 51 57 37154 17780 102 1085 447 131
internal_value=0 36.8995 346.598 96.9779 278.982 -7995.52 1701.5 -21869.7 -40844.3 -94613.1 -17830.4 -89333.6 -148522 14487.4 74229.4 -1859.19 -15326.6 -914.01 73100.8 -4667.58 67727.7 15282.4 -16954.5 -140099 331.032 1841.08 4242.1 17584 34013.9 3024.94
internal_weight=0 1.24424e+06 372506 300347 278031 1738 1023 715 367 110 257 80 48 177 64 348 295 264 53 933 90 212 98 81 276293 56699 19545 1634 549 17911
internal_count=4318164 1244241 372506 300347 278031 1738 1023 715 367 110 257 80 48 177 64 348 295 264 53 933 90 212 98 81 276293 56699 19545 1634 549 17911
is_linear=0
shrinkage=0.1


Tree=4965
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 5 0 5 5 1 1 1 3 4 1 0 3 4 0 0 0 1 0 4 0 0 0 5 1 0
split_gain=2.94547e+11 3.14549e+12 8.41779e+12 4.96009e+12 2.85581e+12 9.08173e+12 2.76014e+13 1.7198e+13 1.98566e+13 1.34368e+13 3.28575e+13 3.22067e+13 2.15039e+13 2.25945e+13 2.58393e+13 1.62161e+13 1.2287e+13 2.68054e+13 1.90157e+13 1.07875e+13 9.71984e+12 1.56914e+13 9.23463e+12 1.80688e+13 8.84498e+12 1.28249e+13 1.41588e+13 8.75338e+12 8.45108e+12 8.37144e+12
threshold=12.500000000000002 8.5000000000000018 45.985000000000007 55.795550600000006 11.500000000000002 120.05000000000001 56.838612000000005 125.85000000000001 132.05000000000004 38.959914000000005 38.975980350000007 39.011252750000004 21.500000000000004 4.5000000000000009 37.767735350000002 54.648549400000007 15.500000000000002 4.5000000000000009 56.110481950000008 55.141517900000004 53.204054050000003 56.022377500000012 59.846652800000008 3.5000000000000004 56.819808050000006 55.793358600000012 55.160271200000004 128.92000000000004 65.58467570000002 44.982728700000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 28 9 -8 -9 12 -11 -12 13 14 15 -7 18 24 19 20 29 -22 -10 -24 25 26 -18 -14 -6 -13
right_child=1 -3 3 -5 5 6 7 8 22 10 11 16 27 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.4189723823545313 65753.811808894228 67.902791494680386 14056.87200445131 -26641.046654647438 -857.58854757052234 -5515.1401069972826 -113349.03408203126 32961.012106584822 -95970.125742187505 -99124.964773637825 117442.90491071431 18715.595250000002 28614.021015625 89248.947812500002 -58421.889024603544 97323.202173913058 -18612.991034050709 -131270.01398809525 100455.40487351191 -57130.866008649558 107435.31927083334 6316.5832733689695 41204.271221923831 -71135.086066120435 48493.766220238096 -68496.93900799418 63788.371321614592 115899.10289351852 1785.5968175445369 -62329.816947115389
leaf_weight=3732549 26 490555 129 39 79727 46 32 35 35 39 21 25 20 25 67 23 159 21 21 28 21 57 22 41 21 43 24 27 14260 26
leaf_count=3732549 26 490555 129 39 79727 46 32 35 35 39 21 25 20 25 67 23 159 21 21 28 21 57 22 41 21 43 24 27 14260 26
internal_value=0 72.9375 12803.8 4609.14 -9.352 -551.178 -10668.6 -47530.5 -31694.5 -2150.05 -10945.4 -3581.4 19246.4 1873.88 -14187.7 28764.3 -9279.85 -22806.8 11086.5 -867.278 11345 33540.9 -54785.7 -31905.5 -13585.2 -19353.6 -7806.25 78756.5 -456.556 -22601.7
internal_weight=0 490749 194 168 3.82742e+06 94866 879 165 133 714 506 467 208 161 136 69 446 268 178 157 129 78 98 63 247 226 183 47 93987 51
internal_count=4318164 490749 194 168 3827415 94866 879 165 133 714 506 467 208 161 136 69 446 268 178 157 129 78 98 63 247 226 183 47 93987 51
is_linear=0
shrinkage=0.1


Tree=4966
num_leaves=31
num_cat=0
split_feature=2 6 3 0 0 1 1 0 3 1 1 4 0 3 3 0 5 2 5 0 5 5 0 0 1 0 2 5 1 4
split_gain=3.04176e+11 4.24123e+12 2.09722e+13 2.65701e+13 8.35516e+13 3.35781e+13 3.38658e+13 2.69827e+13 8.76115e+13 2.23345e+14 2.3161e+13 2.85142e+13 3.54561e+13 4.10697e+13 4.58694e+13 6.03102e+13 3.11873e+13 3.29499e+13 1.95809e+13 2.7962e+13 2.61109e+13 3.31572e+13 1.90168e+13 4.38941e+13 3.35196e+13 3.48166e+13 2.03706e+13 2.56153e+13 2.02598e+13 3.3116e+13
threshold=7.5000000000000009 1.5000000000000002 12.500000000000002 55.601678500000013 55.74310830000001 37.275078000000001 36.761894450000007 55.751981950000008 11.500000000000002 37.66934650000001 30.259484550000003 1.5000000000000002 58.242297500000006 10.500000000000002 8.5000000000000018 59.755965500000009 52.020000000000003 10.500000000000002 77.715000000000018 59.846652800000008 58.995000000000012 55.990000000000002 55.141517900000004 55.034903650000011 82.784560750000011 55.050600750000008 10.500000000000002 110.05000000000001 82.926290250000008 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 22 5 6 -5 8 -6 -10 11 -9 -13 14 -14 -16 -15 -18 20 -20 21 -17 23 -2 -25 28 27 -27 -26 -30
right_child=1 -3 -4 4 7 -7 -8 10 9 -11 -12 12 13 16 15 18 17 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-17.815247535627471 591.79448382862211 -116.27985089909255 -87.201010951611437 75532.8594692888 8140.9598111347095 27974.379161916251 -44883.096385904952 2861.693377832325 -253188.26020408163 67511.736227964735 1940.2238333993778 -24854.289921278629 -4508.3692553962637 81888.729830729179 220142.39236778847 18078.309986636516 -13719.427252833828 38163.579515355952 166638.82416573662 59872.108927210364 643.53801780523258 154010.93085937502 -5048.0599432802237 -5766.1161628746995 -18736.026562499999 13699.191486289965 42095.70628133745 -97550.495200892852 45799.314453125 154380.07051235466
leaf_weight=2976884 98458 758710 447475 29 206 1778 120 1497 49 39 23671 131 97 60 26 38 326 196 35 82 86 34 5628 640 23 1433 268 21 81 43
leaf_count=2976884 98458 758710 447475 29 206 1778 120 1497 49 39 23671 131 97 60 26 38 326 196 35 82 86 34 5628 640 23 1433 268 21 81 43
internal_value=0 39.5398 242.471 1334.45 4046.65 24153.1 -21446.4 2588.59 -27538.2 -111060 2925.64 11869.6 24007.1 30538.6 55293.9 74565.7 13609.7 5761.55 60802 91810.9 37839.8 82268.7 609.29 924.637 13986 20749.7 16761.9 12092.4 67463.7 83452.3
internal_weight=0 1.34128e+06 582570 135095 28500 1927 149 26573 294 88 26279 2608 1111 980 398 301 582 522 275 117 158 72 106595 100967 2509 1869 1722 1454 147 124
internal_count=4318164 1341280 582570 135095 28500 1927 149 26573 294 88 26279 2608 1111 980 398 301 582 522 275 117 158 72 106595 100967 2509 1869 1722 1454 147 124
is_linear=0
shrinkage=0.1


Tree=4967
num_leaves=31
num_cat=0
split_feature=2 0 0 2 5 5 0 1 3 3 0 5 4 1 3 5 5 5 1 1 0 5 5 5 0 0 5 1 5 1
split_gain=3.17842e+11 2.8046e+12 2.96214e+12 1.70773e+13 3.76726e+13 2.98613e+13 2.13408e+13 2.89802e+13 2.50095e+13 2.3314e+13 1.08459e+13 2.41089e+13 2.37167e+13 1.92182e+13 4.27485e+13 4.29448e+13 1.55981e+13 1.18384e+13 8.0587e+12 8.15353e+12 1.9135e+13 1.99204e+13 7.16438e+13 2.08683e+13 1.6495e+13 2.98434e+13 4.10209e+13 4.83239e+13 2.06314e+13 1.89976e+13
threshold=12.500000000000002 42.966471700000007 51.67657710000001 13.500000000000002 118.33500000000002 142.05000000000004 45.013473000000012 38.969379750000009 18.500000000000004 15.500000000000002 43.642715500000008 97.050000000000011 2.5000000000000004 39.739656000000004 14.500000000000002 41.810000000000009 80.00500000000001 59.025000000000013 38.969379750000009 39.021425200000003 45.040161900000008 120.05000000000001 125.85000000000001 110.05000000000001 45.03656895000001 45.029420750000007 94.040000000000006 38.975980350000007 54.990000000000002 39.011252750000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 -6 9 -9 -8 11 12 13 14 15 -3 -14 -15 -5 20 21 23 -23 24 25 28 -27 -28 -20 -29
right_child=1 2 -4 18 5 -7 7 8 -10 -11 -12 -13 16 17 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=-9.714781619302121 -9965.533332045301 14375.900930059524 -41.113452802724545 -2128.9278848166846 5381.3564294763519 -11082.215609741212 72909.668117187495 100758.3565625 -37842.591372282615 203664.77162760418 2600.9209125493203 92632.227275390629 -608.12904829545448 -18133.809555227388 11445.211754918982 202148.21804956897 -103095.98694299768 39170.019469975487 1864.2200572405259 -129.38653180526492 4360.4851151728417 189645.96549479169 1927.2388011043233 -69314.053867953437 -15187.079371059815 5832.9648157649253 179695.43654785157 -19543.984505208336 -21655.197159625815 79452.743470982154
leaf_weight=3827415 278 21 392765 14562 37 64 25 30 23 30 14604 40 33 123 108 29 27 51 1133 52522 11999 24 133 51 1036 335 32 36 556 42
leaf_count=3827415 278 21 392765 14562 37 64 25 30 23 30 14604 40 33 123 108 29 27 51 1133 52522 11999 24 133 51 1036 335 32 36 556 42
internal_value=0 75.7668 81.4583 574.18 3648.93 45812.9 70925.3 93380.1 40610.8 144231 3062.85 18678.5 11132.2 21588.8 46837.2 123284 -46727.7 -1337.86 5.73567 463.548 2488.79 -4159.68 30623.1 -5855.09 -4834.14 191.94 23230.9 76215.3 -5878.11 33761.9
internal_weight=0 490749 490471 97706 15245 209 145 108 53 55 15036 432 392 332 158 50 60 174 82461 67899 15377 3378 157 3221 3170 2134 445 110 1689 78
internal_count=4318164 490749 490471 97706 15245 209 145 108 53 55 15036 432 392 332 158 50 60 174 82461 67899 15377 3378 157 3221 3170 2134 445 110 1689 78
is_linear=0
shrinkage=0.1


Tree=4968
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 3 3 2 4 0 3 4 4 5 2 0 3 4 4 3 5 5 2 1 3 3 1 1 1 6
split_gain=3.05154e+11 4.89326e+12 2.95424e+13 4.62094e+13 7.46058e+13 5.28636e+13 3.79285e+13 3.85416e+13 4.81394e+13 3.70779e+13 5.89435e+13 6.84795e+13 3.41384e+13 3.17361e+13 2.85797e+13 4.18308e+13 5.26421e+13 6.7597e+13 4.44657e+13 6.08993e+13 4.28854e+13 5.32098e+13 3.88213e+13 3.75059e+13 1.01232e+14 3.5928e+13 3.49084e+13 8.37967e+13 7.5514e+13 3.27669e+13
threshold=68.00500000000001 55.674875350000008 55.695992150000002 37.737121850000008 37.832345550000007 17.500000000000004 15.500000000000002 4.5000000000000009 3.5000000000000004 55.68356880000001 17.500000000000004 2.5000000000000004 4.5000000000000009 72.010000000000005 13.500000000000002 55.68356880000001 5.5000000000000009 2.5000000000000004 2.5000000000000004 8.5000000000000018 75.750000000000014 69.610000000000014 4.5000000000000009 37.516458750000005 7.5000000000000009 9.5000000000000018 37.475443250000005 37.314272700000011 37.457850350000008 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 5 6 7 8 -5 10 -6 -12 14 -11 15 18 22 -18 19 -3 21 -21 -17 24 -20 -19 27 -27 -29 -16
right_child=1 2 -4 4 9 -7 -8 -9 -10 13 11 -13 -14 -15 29 16 17 25 23 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=12.288519548541858 -274.80844360729094 -163384.81409872731 104.5470891266918 -183770.01921452704 35006.34000738235 26270.309974563956 -198226.54758064519 27066.682142857142 8792.6173632812497 32014.111291644218 -160747.11204136442 -610.38161193741882 -96432.361270254638 -13251.704880152492 25288.213853044184 -31817.517099195335 87638.545720176102 72064.536367681969 -152216.08361700151 -133432.97343750001 -136306.39899088544 31115.319382233796 93310.00374461207 36427.851013026426 11986.82844531388 38711.21156044877 42619.527554455533 -130552.43792229731 7234.6979742005824 -17988.86843998016
leaf_weight=3557887 438537 31 315557 37 672 43 31 28 20 174 28 577 27 1410 290 171 252 158 42 23 24 135 29 466 354 219 341 74 86 441
leaf_count=3557887 438537 31 315557 37 672 43 31 28 20 174 28 577 27 1410 290 171 252 158 42 23 24 135 29 466 354 219 341 74 86 441
internal_value=0 -57.5069 238.679 7084.25 -1763.07 -68435 -103541 -69009.1 -116204 1942.22 14621.1 -8021.67 15531.6 -8279.32 16495.6 21758.7 33615.5 41985.3 7089.27 -33824.8 -11756.8 7162.09 -13674 17199.1 -5428.63 28882.1 19406 -1480.06 -56491.9 -820.122
internal_weight=0 760277 321740 6183 3020 159 116 85 57 2861 1277 605 3163 1584 3136 2405 1330 1130 1075 213 182 158 200 862 396 878 720 379 160 731
internal_count=4318164 760277 321740 6183 3020 159 116 85 57 2861 1277 605 3163 1584 3136 2405 1330 1130 1075 213 182 158 200 862 396 878 720 379 160 731
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=31
num_cat=0
split_feature=0 3 0 1 3 1 3 5 2 5 2 1 4 5 1 0 5 1 5 5 5 0 0 2 3 1 6 4 5 5
split_gain=2.84065e+11 2.81249e+12 3.60323e+12 4.39025e+12 1.00753e+13 9.87601e+12 1.20183e+13 1.45413e+13 1.6365e+13 2.06174e+13 4.78881e+13 1.49629e+13 1.17954e+13 1.29438e+13 1.15428e+13 1.87926e+13 1.43526e+13 7.92828e+12 7.88112e+12 2.58677e+13 8.76207e+12 1.62839e+13 1.34852e+13 1.09638e+13 1.44505e+13 1.31089e+13 9.76077e+12 1.54351e+13 9.29259e+12 8.4605e+12
threshold=54.942865800000007 24.500000000000004 54.864040150000001 55.957851400000003 30.500000000000004 39.767857750000005 31.500000000000004 43.405000000000008 19.500000000000004 100.05000000000001 23.500000000000004 41.900971000000006 1.5000000000000002 59.810000000000009 39.739656000000004 47.297889100000013 65.045000000000016 45.148007750000012 41.810000000000009 44.905000000000008 62.995000000000012 54.725565150000001 54.762542150000009 20.500000000000004 26.500000000000004 91.398302750000013 1.5000000000000002 2.5000000000000004 82.00500000000001 47.815000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 18 14 7 -7 11 17 -11 -9 13 -13 -3 16 -16 -10 -5 -20 22 23 29 24 25 26 27 -22 -29 -21
right_child=-2 2 -4 4 -6 6 -8 8 9 10 -12 12 -14 -15 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=61.158928759839966 -17.421992747418745 -882.39896446875593 10558.103588378908 443.89274188958063 15222.825170943483 -2565.0376803763884 -17580.916558764962 24015.833076635525 -8387.0354801014964 180667.2628125 -9748.4535714285721 12851.629649690098 -1147.0214292455726 93295.210212053571 -10335.851450418751 27735.002528749665 -44262.938806324273 19730.024810530183 -28272.161723393459 -8689.1657443987406 -49529.455862014358 -1642.3892324400342 -13998.389588766036 -60160.301029411763 -79143.824856387873 47012.278883928579 -45330.581207126525 -21531.003080822175 60616.361289062508 10662.554070488883
leaf_weight=1328097 2954816 21849 275 1943 271 2232 272 337 117 25 28 421 2326 21 1023 116 142 702 510 297 37 605 461 85 34 35 82 21 40 944
leaf_count=1328097 2954816 21849 275 1943 271 2232 272 337 117 25 28 421 2326 21 1023 116 142 702 510 297 37 605 461 85 34 35 82 21 40 944
internal_value=0 37.7591 -843.84 -933.488 -3565.58 -456.599 2993.5 3894.81 7520.25 19624.9 80070.3 4120.8 1698.61 16673.6 -1423.31 -10649.2 -14471.2 15713.3 -4565.12 -7653.83 -3672.25 -11427 606.058 -29150.5 -18564.9 -8984.95 -19873.3 1427.69 32336.1 6031.24
internal_weight=0 1.36335e+06 35251 34976 5365 29611 6481 6209 3977 872 53 3105 2768 442 23130 1281 1165 819 5094 3151 2641 939 1702 334 249 215 180 98 61 1241
internal_count=4318164 1363348 35251 34976 5365 29611 6481 6209 3977 872 53 3105 2768 442 23130 1281 1165 819 5094 3151 2641 939 1702 334 249 215 180 98 61 1241
is_linear=0
shrinkage=0.1


Tree=4970
num_leaves=31
num_cat=0
split_feature=3 0 1 3 4 3 4 5 4 1 3 5 5 5 2 2 5 0 2 2 3 5 0 1 2 5 2 4 1 5
split_gain=2.95887e+11 4.23886e+12 1.51701e+13 1.77024e+13 1.84365e+13 1.32744e+13 1.8796e+13 1.31178e+13 1.27404e+13 3.21936e+13 4.45736e+13 2.89624e+13 2.71331e+13 5.80075e+13 3.58269e+13 6.00617e+13 3.55665e+13 2.57359e+13 2.29807e+13 9.02327e+13 3.87659e+13 2.69078e+13 1.83965e+13 4.983e+13 4.89221e+13 4.3136e+13 4.26346e+13 2.31251e+13 5.68684e+13 2.9355e+13
threshold=15.500000000000002 44.678200800000006 39.726951800000002 21.500000000000004 1.0000000180025095e-35 22.500000000000004 2.5000000000000004 88.015000000000015 1.5000000000000002 39.753614400000011 16.500000000000004 57.405000000000008 88.015000000000015 62.995000000000012 10.500000000000002 6.5000000000000009 101.05000000000001 43.592450450000008 12.500000000000002 14.500000000000002 19.500000000000004 60.905000000000008 43.514103700000014 39.826386800000009 7.5000000000000009 74.610000000000014 8.5000000000000018 2.5000000000000004 39.767857750000005 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -4 10 12 -12 13 -10 15 -15 -14 22 21 -20 -21 -13 -11 24 -24 -25 -26 28 -28 -29
right_child=1 -3 8 4 5 -7 7 -9 9 17 11 18 16 14 -16 -17 -18 -19 19 20 -22 -23 23 25 26 -27 27 29 -30 -31
leaf_value=-16.65403157319189 -7137.0649107038589 59.036236262184573 -4528.1883195714772 95022.198828125009 4107.5222944078951 -444.70744236883939 141546.69017578126 43148.552027529768 127342.01607689951 -36.957146636347261 36020.15620972457 -84160.323321759264 223819.99891690342 59926.37311480978 77910.54236979167 -158166.30476771764 39565.159140625008 -20471.09955712521 -148484.17379557292 86333.658582899312 -21680.63561146654 18958.685362497337 -58162.300000000003 -455.93922526041672 170896.4636904762 169123.88011718751 -88614.679101562506 159211.90833333333 90193.837890625 13821.738738567074
leaf_weight=3073923 5573 1232658 1845 24 95 629 20 42 51 1388 314 27 22 23 30 28 20 528 48 45 127 403 79 24 21 40 46 21 29 41
leaf_count=3073923 5573 1232658 1845 24 95 629 20 42 51 1388 314 27 22 23 30 28 20 528 48 45 127 403 79 24 21 40 46 21 29 41
internal_value=0 41.1441 -1862.93 -5129.35 8684.2 6047.92 32059.8 74889.9 2146.61 5817.26 19489.8 11081.6 66073.3 43798.6 -8802.88 -59810.8 136080 -1200.96 -965.608 -27253 6578.92 12483.8 4823.1 27234.2 6090.68 105531 38217.2 17879.5 -19475.4 63066.8
internal_weight=0 1.24424e+06 11583 6383 810 786 157 62 5200 3355 1138 964 174 132 81 51 42 2217 650 220 172 430 1689 301 237 64 158 137 75 62
internal_count=4318164 1244241 11583 6383 810 786 157 62 5200 3355 1138 964 174 132 81 51 42 2217 650 220 172 430 1689 301 237 64 158 137 75 62
is_linear=0
shrinkage=0.1


Tree=4971
num_leaves=31
num_cat=0
split_feature=1 2 5 5 0 3 1 5 1 3 0 2 2 5 5 5 5 2 6 5 5 2 5 5 1 0 0 1 3 5
split_gain=2.83341e+11 2.56654e+12 1.06314e+13 9.72795e+12 7.55365e+12 1.54347e+13 2.66281e+13 1.15781e+13 7.32172e+12 9.85054e+12 1.2005e+13 1.1841e+13 1.49618e+13 1.33038e+13 2.36766e+13 9.06382e+12 1.0049e+13 7.06918e+12 6.65404e+12 1.26895e+13 6.45627e+12 4.78099e+12 8.10973e+12 6.68006e+12 9.76492e+12 9.30314e+12 1.07777e+13 5.94416e+12 1.15879e+13 5.62943e+12
threshold=30.305955500000003 17.500000000000004 123.15000000000002 137.05000000000004 59.846652800000008 21.500000000000004 30.278357500000002 40.205000000000005 30.278357500000002 20.500000000000004 60.042666650000008 22.500000000000004 23.500000000000004 43.810000000000009 41.005000000000003 97.050000000000011 85.020000000000024 21.500000000000004 1.5000000000000002 49.505000000000003 63.455000000000005 19.500000000000004 90.015000000000015 96.015000000000015 30.243224600000001 60.029906750000002 59.982527000000012 30.102666750000001 21.500000000000004 110.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8 21 10 -10 13 20 14 17 16 18 -11 19 -15 -13 22 27 -24 25 26 -25 28 -6 -23
right_child=-2 2 3 -5 8 6 7 -9 9 11 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22 29 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-219.69961925792114 5.2334384729359034 61491.165835336542 -94637.041228693182 516.24858630952383 90374.493975033984 -4251.9664823808744 -45705.300284090918 -134554.34289772727 71404.051960100449 -8711.5844635009762 -14405.564232336958 44864.569022042415 -4664.4920046542557 -49820.489707880435 116141.78899147728 39180.618394886369 -84773.617679398158 53013.049830163051 -39433.25801391602 46353.076303998161 113997.19538352273 -639.66717574623374 61736.805878906256 -17596.622761824325 57649.723606418927 -56651.710774739593 67397.135624999995 2756.0410885087726 3750.2474858710107 29426.896251860122
leaf_weight=163233 4145141 26 22 21 23 262 44 22 56 96 23 35 47 23 22 22 27 23 64 34 22 5393 40 37 37 24 25 3210 47 63
leaf_count=163233 4145141 26 22 21 23 262 44 22 56 96 23 35 47 23 22 22 27 23 64 34 22 5393 40 37 37 24 25 3210 47 63
internal_value=0 -125.378 1447.28 -48166.8 1666.16 -12673.7 -18552.6 -75321.6 2206.59 14056.4 46421.5 7895.34 37105.5 -1872.67 20837.6 -20708.9 -29611.4 3218.39 -17302.4 7546.2 71547.3 1548.79 4466.6 26237.6 14693.1 -3788.23 16675.1 3384.69 32212.5 -292.491
internal_weight=0 173023 9790 43 9747 354 328 66 9393 494 79 415 104 311 141 170 148 119 121 57 57 8899 3443 163 123 86 62 3280 70 5456
internal_count=4318164 173023 9790 43 9747 354 328 66 9393 494 79 415 104 311 141 170 148 119 121 57 57 8899 3443 163 123 86 62 3280 70 5456
is_linear=0
shrinkage=0.1


Tree=4972
num_leaves=31
num_cat=0
split_feature=1 0 2 0 5 5 5 4 3 2 0 1 4 4 3 5 3 2 6 5 4 1 3 3 5 0 5 3 3 2
split_gain=2.88551e+11 3.02959e+12 7.584e+12 1.10906e+13 1.58421e+13 3.44759e+13 4.74008e+13 2.0626e+13 1.45986e+13 1.23401e+13 1.82539e+13 1.68593e+13 1.64004e+13 1.21194e+13 1.48542e+13 1.2249e+13 2.07298e+13 1.61898e+13 2.04895e+13 1.39567e+13 1.30782e+13 1.21238e+13 2.89945e+13 2.39349e+13 1.71967e+13 4.32022e+13 2.75304e+13 1.21188e+13 1.53557e+13 1.20615e+13
threshold=28.619594500000002 54.725565150000001 3.5000000000000004 54.762542150000009 123.15000000000002 112.04500000000002 103.45000000000002 3.5000000000000004 7.5000000000000009 1.5000000000000002 57.692655200000004 20.507360500000004 3.5000000000000004 3.5000000000000004 2.5000000000000004 74.610000000000014 9.5000000000000018 2.5000000000000004 1.5000000000000002 76.730000000000018 2.5000000000000004 20.507360500000004 4.5000000000000009 5.5000000000000009 96.015000000000015 54.736324100000012 86.810000000000016 8.5000000000000018 3.5000000000000004 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 13 -6 -7 11 12 -5 -11 14 -3 17 19 -16 -19 20 -17 22 -21 -24 26 -26 -23 28 -9 -25
right_child=-2 2 -4 9 7 8 -8 27 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 21 -22 24 23 29 25 -27 -28 -29 -30 -31
leaf_value=-543.35074836322065 -2.4013873443984695 64208.524417892157 -544.48973260474008 9939.9981394401675 -79075.010360054352 128662.72352941177 -94627.002769886371 14460.536216517859 24118.69158380682 -10979.323958809078 10332.082300572227 -13697.037633026672 76658.043394886365 -45398.731495392632 11785.529238916861 37070.186267510777 -3079.2854621828064 12818.706461177235 -23381.146813726824 -26317.999472313597 139316.82017045454 49527.073513926633 125060.69015066964 -5718.6711709299398 -5930.7455357142862 160721.17000000001 -36455.847028186276 65252.891440217398 -74199.896666666667 71520.738020833334
leaf_weight=20264 4281218 51 9647 422 46 34 44 56 22 727 1700 1059 22 39 1329 29 258 277 359 114 22 138 28 62 28 35 51 23 30 30
leaf_count=20264 4281218 51 9647 422 46 34 44 56 22 727 1700 1059 22 39 1329 29 258 277 359 114 22 138 28 62 28 35 51 23 30 30
internal_value=0 278.267 1276.3 3773.14 8240.08 9877.39 8373.58 -22921.6 87591.9 243.91 4601.49 -6961.84 -8405.2 9963.77 10731.9 9743.71 20217.3 5506.32 -7614.86 31410 81176.6 26187.6 9797.06 44106.4 41407.4 86653.7 26325.3 776.235 -16467.5 19468.1
internal_weight=0 36946 16682 7035 3105 2950 2894 155 56 3930 2449 1481 749 2850 2811 2760 795 1965 636 537 51 486 234 120 252 63 189 109 86 92
internal_count=4318164 36946 16682 7035 3105 2950 2894 155 56 3930 2449 1481 749 2850 2811 2760 795 1965 636 537 51 486 234 120 252 63 189 109 86 92
is_linear=0
shrinkage=0.1


Tree=4973
num_leaves=31
num_cat=0
split_feature=5 5 3 0 0 1 1 4 1 0 1 1 2 0 4 0 0 1 1 4 3 2 0 0 3 5 1 1 0 0
split_gain=2.82278e+11 4.45748e+12 1.5896e+13 1.30439e+13 2.76427e+13 4.12856e+13 4.02977e+13 3.80668e+13 5.15282e+13 4.68091e+13 2.31475e+13 2.13285e+13 2.0388e+13 1.474e+13 1.06929e+13 1.01554e+13 1.92069e+13 1.30203e+13 9.73488e+12 9.57929e+12 1.54885e+13 1.31504e+13 1.35159e+13 3.65646e+13 2.81896e+13 5.55263e+13 3.35513e+13 3.19133e+13 3.81516e+13 2.65112e+13
threshold=68.00500000000001 69.610000000000014 7.5000000000000009 59.904813200000007 59.963407450000012 30.278357500000002 30.388336800000001 2.5000000000000004 30.315880100000005 59.939091550000008 30.332994000000003 37.559851850000008 2.5000000000000004 60.017447350000005 2.5000000000000004 59.846652800000008 56.338501050000012 30.362552800000003 37.542000650000013 2.5000000000000004 29.500000000000004 16.500000000000004 55.74310830000001 55.91302515000001 17.500000000000004 68.52500000000002 37.869926150000005 37.726745000000001 55.762622900000004 55.664473600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 -5 7 8 -7 -10 12 15 -9 -6 -15 16 18 -17 -2 -4 21 22 29 24 27 -26 -27 28 -24 -21
right_child=1 -3 19 4 13 6 -8 10 9 -11 -12 -13 -14 14 -16 17 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=11.818951564101656 -15109.076259081579 1.1709367364595118 -636.06244863023335 -57406.719017269745 -32329.227367685358 30111.965407986114 -52243.115247664915 6515.496343750001 109267.42564987909 292120.05729166669 -17629.881280850499 3700.2606768089749 127890.82613407257 37275.144192165804 2331.8634617453258 -58608.725902777784 12738.28553910689 11198.932930715462 -79969.642165120458 -2447.2296755238744 40232.229807692311 -19395.876568646803 -150836.36053631757 -2690.1588180952645 84879.179517663055 -52702.162834605137 16850.921966308593 -18132.517082372327 -42533.526252650154 21140.300829949261
leaf_weight=3557887 646 721045 18094 38 102 45 31 25 42 21 55 6077 31 108 463 90 308 38 24 5579 78 564 37 4719 69 129 150 879 269 521
leaf_count=3557887 646 721045 18094 38 102 45 31 25 42 21 55 6077 31 108 463 90 308 38 24 5579 78 564 37 4719 69 129 150 879 269 521
internal_value=0 -55.3094 -1093.36 2839.44 13780.9 39707.1 54468.5 69573.7 111841 170218 28449.2 1375.6 73705.4 2686.16 8941.1 -11397.4 -7930.82 -37884.6 -17432.4 -2123.62 -4195.03 -4463.33 -3781.5 -7048.96 -20466.6 4556.67 -15308 -27815.1 -55629 -432.623
internal_weight=0 760277 39232 8144 961 288 250 219 108 63 111 7183 56 673 571 1106 978 128 670 31088 12994 12916 12352 6252 1533 348 279 1185 306 6100
internal_count=4318164 760277 39232 8144 961 288 250 219 108 63 111 7183 56 673 571 1106 978 128 670 31088 12994 12916 12352 6252 1533 348 279 1185 306 6100
is_linear=0
shrinkage=0.1


Tree=4974
num_leaves=31
num_cat=0
split_feature=2 4 5 0 0 3 0 0 1 3 1 3 2 0 3 0 1 3 5 5 0 3 0 1 5 3 3 2 1 4
split_gain=2.62851e+11 2.74542e+12 1.66374e+13 1.37274e+13 1.48327e+13 2.57407e+13 5.1334e+13 1.97313e+13 1.97927e+13 1.87772e+13 4.58328e+13 3.03942e+13 2.65751e+13 1.82186e+13 1.39514e+13 1.3137e+13 1.45843e+13 1.25443e+13 1.23702e+13 1.22891e+13 1.3862e+13 1.28496e+13 2.28548e+13 1.13696e+13 1.05217e+13 9.99115e+12 1.08608e+13 1.95723e+13 1.63779e+13 1.52324e+13
threshold=12.500000000000002 1.5000000000000002 56.005000000000003 55.664473600000008 59.963407450000012 17.500000000000004 59.990816400000007 59.982527000000012 30.410108300000001 13.500000000000002 30.388336800000001 14.500000000000002 14.500000000000002 59.939091550000008 14.500000000000002 60.017447350000005 30.226173900000003 18.500000000000004 51.815000000000005 52.405000000000008 60.052595500000002 18.500000000000004 60.017447350000005 30.278357500000002 85.91500000000002 19.500000000000004 17.500000000000004 15.500000000000002 44.660994650000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 24 3 -3 13 6 9 -7 17 -6 11 -11 -12 -5 -15 16 18 23 -8 -10 21 22 -21 -9 -2 26 27 -26 -29 -28
right_child=1 2 -4 4 5 7 15 8 19 10 12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=-8.8345025587581176 -208.55808405474627 3610.8918975134607 -146.78924038334796 -56.671900094498426 2806.119140625 -45763.879557291672 61436.850350215522 -16440.122321428571 511.75456709499679 106039.18180226293 54063.408522542326 -12521.198552389707 140897.55302734376 -74222.413891006101 -13703.057256023045 11633.246051526647 -48939.871188038793 6598.7402467878919 -36766.83683763587 -141471.38325000001 20715.541457790801 -20512.781373304359 -1720.0839710582386 69240.259888109111 32660.27764165599 1749.719024431213 104423.03214843752 -83482.280865478519 8134.6688222656248 24528.598244791669
leaf_weight=3827415 242129 24137 190392 27534 60 84 29 21 777 29 63 85 80 41 537 414 87 2850 23 25 72 366 22 59 157 484 35 32 50 75
leaf_count=3827415 242129 24137 190392 27534 60 84 29 21 777 29 63 85 80 41 537 414 87 2850 23 25 72 366 22 59 157 484 35 32 50 75
internal_value=0 68.9014 303.111 1795.53 478.032 5414 21093.6 2223.81 3185.4 53176.7 64936.3 17638.9 102642 -425.515 -17996 2702.4 -23897.4 7695 18000.6 -7284.59 -19774.8 -26833.7 -76055.9 46749.2 -169.959 11049.6 23946.7 11978.9 -27618.3 49949.6
internal_weight=0 490749 247787 57395 33258 5146 870 4276 4192 317 257 114 143 28112 578 553 139 2930 52 1262 485 413 47 80 242962 833 349 239 82 110
internal_count=4318164 490749 247787 57395 33258 5146 870 4276 4192 317 257 114 143 28112 578 553 139 2930 52 1262 485 413 47 80 242962 833 349 239 82 110
is_linear=0
shrinkage=0.1


Tree=4975
num_leaves=31
num_cat=0
split_feature=0 5 5 0 3 3 5 1 1 0 2 2 1 3 1 3 1 5 4 3 1 2 3 5 3 2 6 3 1 3
split_gain=3.07136e+11 2.6504e+12 1.4017e+13 1.40971e+13 2.7371e+13 2.61836e+13 2.0648e+13 1.7733e+13 2.17585e+13 1.8278e+13 3.47166e+13 2.99949e+13 4.57149e+13 2.61995e+13 2.15034e+13 2.0449e+13 2.07088e+13 1.61203e+13 1.24509e+13 2.01447e+13 1.21764e+13 1.39932e+13 1.20408e+13 1.04345e+13 1.01352e+13 1.01117e+13 9.8e+12 3.23058e+13 9.15771e+12 1.19017e+13
threshold=59.963407450000012 62.995000000000012 60.310000000000009 60.029906750000002 20.500000000000004 18.500000000000004 62.015000000000008 30.332994000000003 30.102666750000001 59.982527000000012 5.5000000000000009 5.5000000000000009 30.207352000000004 9.5000000000000018 30.305955500000003 8.5000000000000018 30.305955500000003 61.020000000000003 2.5000000000000004 13.500000000000002 30.243224600000001 6.5000000000000009 12.500000000000002 61.020000000000003 5.5000000000000009 2.5000000000000004 1.5000000000000002 15.500000000000002 30.388336800000001 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 17 8 -4 10 25 12 -11 -13 -12 -14 23 -7 24 -20 22 -22 -15 -17 -9 -10 -25 -28 -26 -30
right_child=1 -3 3 -5 -6 6 -8 18 9 11 14 13 15 20 -16 16 -18 -19 19 -21 21 -23 -24 26 28 -27 27 -29 29 -31
leaf_value=6.1442783330844071 -109.20790713007628 -733.99737712926196 -62469.286974676725 1077.4115192257757 -10435.595356233658 75452.123479055852 133682.78981770834 -64038.514532696761 56841.290817673143 157433.14608072917 162065.02553875899 -74546.301617005825 -60335.191845703128 24952.890646701388 48137.22802083334 -34920.54491038603 68328.780745793192 -13473.195486111113 12504.000998514641 105209.8932016226 76490.408100328947 10073.377302217485 -47757.082213961694 5095.0798319065834 -9939.7772181919645 -10770.801889204546 8859.1312583111703 158047.85803571431 -3071.601684015448 45621.162485532412
leaf_weight=4100519 158298 52588 29 4291 496 47 30 27 37 30 37 43 24 36 30 34 119 36 238 26 38 192 62 94 427 55 47 21 132 81
leaf_count=4100519 158298 52588 29 4291 496 47 30 27 37 30 37 43 24 36 30 34 119 36 238 26 38 192 62 94 427 55 47 21 132 81
internal_value=0 -115.761 81.2126 4540.92 10562.8 15844.3 62581.4 13003.4 22785.9 25536.1 56297.2 18926.6 39114.1 -1152.03 111053 28643.4 35422.7 36882.1 3252.36 21634.1 8469.78 21046.6 -21047.3 15444 -4023.18 16421 26014.3 54932.1 -1491.28 15445.4
internal_weight=0 217645 165057 6759 2468 1972 113 1859 928 899 159 740 369 371 67 339 315 83 931 264 328 230 98 196 667 92 162 68 640 213
internal_count=4318164 217645 165057 6759 2468 1972 113 1859 928 899 159 740 369 371 67 339 315 83 931 264 328 230 98 196 667 92 162 68 640 213
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 3 0 5 0 0 0 5 2 4 3 5 3 2 5 3 3 6 5 0 5 5 3 0 0 5
split_gain=2.54783e+11 2.30921e+12 6.79784e+12 1.42709e+13 2.37499e+13 1.02652e+13 2.0037e+13 1.63791e+13 1.47692e+13 1.44473e+13 1.33392e+13 1.17339e+13 9.75035e+12 1.4936e+13 1.17452e+13 1.25548e+13 1.41513e+13 8.63543e+12 8.54575e+12 8.44113e+12 1.73151e+13 1.20255e+13 9.2146e+12 9.48606e+12 8.16238e+12 1.11554e+13 9.07023e+12 8.86175e+12 1.25367e+13 1.10466e+13
threshold=30.305955500000003 30.259484550000003 12.500000000000002 59.990816400000007 59.982527000000012 23.500000000000004 59.846652800000008 81.00500000000001 59.846652800000008 59.834458500000004 59.853570100000006 40.205000000000005 10.500000000000002 3.5000000000000004 13.500000000000002 67.520000000000024 16.500000000000004 17.500000000000004 65.905000000000015 20.500000000000004 19.500000000000004 1.5000000000000002 63.455000000000005 59.863160500000006 79.730000000000018 36.995000000000012 12.500000000000002 60.003414000000006 59.853570100000006 53.385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 7 9 8 17 -7 -8 -11 -3 14 24 18 -17 -4 19 20 21 -16 23 -21 25 26 -14 28 -27 -30
right_child=-2 2 3 -5 -6 6 10 -9 -10 11 -12 -13 13 -15 15 16 -18 -19 -20 22 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=61.998712391742792 4.962695928622245 -938.67797991335817 15729.702079671224 4748.6597177441399 -94644.03461174242 -509.99035788143385 38776.93625274123 89161.960267857154 -15386.101550457191 -52237.695359375008 -42728.727569776966 -138542.09578804349 1880.9671702375317 -79559.873787715522 18554.249980665376 -76066.679389880956 -11603.112280273439 91604.313671875003 62590.358288043484 62435.656777343749 86437.088720703134 -12733.437768671502 -69777.101426630441 -7808.7700279974179 30380.641481854836 -23245.748838827058 -58000.247144396562 -17984.269191102725 -47929.133523995537 -125917.61894531251
leaf_weight=138955 4145141 27538 60 4077 33 34 57 21 223 50 31 23 198 29 298 42 180 20 23 20 28 209 23 496 31 73 29 148 42 32
leaf_count=138955 4145141 27538 60 4077 33 34 57 21 223 50 31 23 198 29 298 42 180 20 23 20 28 209 23 496 31 73 29 148 42 32
internal_value=0 -118.892 -856.701 2705.6 -12384.2 -7153.81 -25282 3756.69 -2162.48 -54352.3 10064.7 -79429.5 -1416.84 -8343.5 -7240.25 -2111.43 -23798.9 34698.4 2277.47 985.853 9884.33 5656.56 -7846.59 -5086.12 -19473.4 -22434.1 -5769.06 -35257.6 -52648.5 -81653.9
internal_weight=0 173023 34068 4629 552 519 195 324 303 107 88 73 29439 1901 1872 1319 222 80 1097 1074 535 507 539 516 553 522 227 295 147 74
internal_count=4318164 173023 34068 4629 552 519 195 324 303 107 88 73 29439 1901 1872 1319 222 80 1097 1074 535 507 539 516 553 522 227 295 147 74
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=31
num_cat=0
split_feature=1 5 5 1 0 0 0 1 5 5 3 4 3 2 2 1 2 0 6 5 5 3 3 5 5 0 0 5 2 2
split_gain=2.43903e+11 3.21594e+12 9.18082e+12 1.86442e+13 1.97676e+13 7.90912e+12 1.22362e+13 2.86112e+13 3.12351e+13 4.37052e+13 2.63811e+13 4.79526e+13 2.96437e+13 2.62928e+13 2.42877e+13 2.40809e+13 2.04326e+13 1.76905e+13 1.76204e+13 1.49656e+13 1.48665e+13 1.3498e+13 1.22534e+13 1.17474e+13 1.07559e+13 9.93519e+12 2.44032e+13 9.70527e+12 9.68446e+12 2.6098e+13
threshold=82.961358250000018 69.015000000000015 69.610000000000014 82.981501350000016 55.039751500000008 55.010031850000011 54.959412650000012 82.975438000000011 74.010000000000005 75.015000000000015 10.500000000000002 3.5000000000000004 23.500000000000004 4.5000000000000009 5.5000000000000009 83.093115700000013 4.5000000000000009 55.002082750000007 1.5000000000000002 82.00500000000001 93.00500000000001 9.5000000000000018 11.500000000000002 80.00500000000001 80.815000000000012 54.99493995000001 54.986619450000006 88.015000000000015 8.5000000000000018 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 8 25 14 11 13 22 18 -10 28 -13 19 23 -14 -17 -15 -12 -11 -20 26 -8 -24 -9 -30
right_child=1 2 5 -5 -6 -7 7 15 9 10 12 16 17 21 -16 20 -18 -19 24 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=11.058914493699149 -135.41517104530166 -21434.195057091347 662.41907964194263 3137.739276598777 59885.92480926514 -394.61733159036299 365.23566055297852 2290.1046053657615 14316.076545138891 500.17399338942306 -38726.046229319851 72171.66922554349 -59440.075218750004 114603.08729910714 102380.2593598301 14603.768442887933 208603.11674107146 66962.777522495817 7600.3533097141471 44549.764994959682 68972.718552150982 42353.456182922986 9136.7308627424572 -95505.855562500015 70824.450919117648 -17773.110795454544 91257.976513671878 -25925.783290816325 -34694.880753812417 129.50347399125292
leaf_weight=3549591 656900 39 42768 603 128 60979 384 3768 45 26 85 23 25 35 103 145 21 112 129 31 77 99 406 25 34 253 32 98 281 919
leaf_count=3549591 656900 39 42768 603 128 60979 384 3768 45 26 85 23 25 35 103 145 21 112 129 31 77 99 406 25 34 253 32 98 281 919
internal_value=0 -51.0747 445.046 11326.7 40895 369.495 1302.81 5130.12 15403.8 24456.3 17868.1 38924.9 6964.26 26488.3 75604 1238.4 137287 44017.1 4737.55 -1874.27 33461.5 61224.6 -3604.29 -46561.6 20788.2 -2146.62 7356.98 2319.02 -201.516 -8025.21
internal_weight=0 768573 111673 770 167 110903 49924 7156 1966 1297 1149 392 757 348 148 5190 44 168 214 56 222 134 589 51 163 669 416 504 4968 1200
internal_count=4318164 768573 111673 770 167 110903 49924 7156 1966 1297 1149 392 757 348 148 5190 44 168 214 56 222 134 589 51 163 669 416 504 4968 1200
is_linear=0
shrinkage=0.1


Tree=4978
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 1 0 1 1 5 2 1 3 4 0 3 0 0 1 5 2 2 0 2 0 0 2 5 5 3
split_gain=2.5649e+11 2.505e+12 9.79935e+12 2.53666e+13 1.3098e+13 1.09982e+13 3.3426e+13 2.09953e+13 1.83808e+13 2.4789e+13 1.70616e+13 1.54415e+13 2.38256e+13 2.25172e+13 2.91624e+13 1.97379e+13 1.87965e+13 2.33215e+13 2.03467e+13 3.41566e+13 2.12817e+13 1.91608e+13 1.86095e+13 1.64995e+13 2.5859e+13 1.51698e+13 1.50881e+13 1.3319e+13 1.31368e+13 1.05238e+13
threshold=39.305000000000007 39.995000000000012 55.619594000000006 55.56564190000001 48.712293450000011 37.487839250000007 55.657530000000008 37.692869000000009 37.832345550000007 39.505000000000003 17.500000000000004 37.615058950000012 23.500000000000004 1.5000000000000002 55.860536450000005 12.500000000000002 55.777112100000004 55.795550600000006 37.582182450000005 39.805000000000007 6.5000000000000009 11.500000000000002 55.801980100000009 6.5000000000000009 55.784980300000008 55.695992150000002 13.500000000000002 39.505000000000003 39.505000000000003 25.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 27 10 9 -9 11 16 13 14 15 22 18 -18 19 20 -8 -21 -13 24 -17 -10 -14 -7 -24 -12
right_child=1 -3 4 -5 -6 6 7 8 25 -11 29 12 26 -15 -16 23 17 -19 -20 21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=38.62575850634115 -1169.4152385385469 -3.6129876827814189 -162.87265460656656 -17131.437306523021 -3739.925213438848 61145.910076409418 -1789.2598531788794 -22570.502843235226 35815.081895687705 7079.3689261308937 19315.250811298079 142229.36035610465 338.0973929073034 -35511.384126420453 1363.2393103027343 -56771.834628378383 103113.6953125 4450.4141542328389 -72669.609588341351 -127665.7365234375 127018.58108016304 62.337573242187503 109150.07891971985 69908.918411820021 50585.428875411191 3558.0106897560945 -89003.883146158856 11290.84816138858 20277.323357371795 69900.300996767241
leaf_weight=1229622 34716 3036719 5893 1025 3852 148 29 645 152 501 78 43 89 44 135 37 26 305 65 23 23 24 29 81 57 3569 24 84 39 87
leaf_count=1229622 34716 3036719 5893 1025 3852 148 29 645 152 501 78 43 89 44 135 37 26 305 65 23 23 24 29 81 57 3569 24 84 39 87
internal_value=0 -15.3778 -704.773 -1627.18 1345.21 2946.84 5838.68 4422.88 1465.22 -9608.39 16050.4 11446.9 22548.4 32557 39671 57753.4 -1516.1 12200.4 -29200 -659.364 55183.4 -62442.9 90739 36831.1 8327.78 4875.69 -18637.2 43094.9 58178.9 45987.4
internal_weight=0 3.08854e+06 51823 35741 16082 12230 6337 6105 4867 1146 1238 1073 578 465 421 286 495 331 164 99 52 47 111 175 94 3721 113 232 68 165
internal_count=4318164 3088542 51823 35741 16082 12230 6337 6105 4867 1146 1238 1073 578 465 421 286 495 331 164 99 52 47 111 175 94 3721 113 232 68 165
is_linear=0
shrinkage=0.1


Tree=4979
num_leaves=31
num_cat=0
split_feature=3 3 4 5 6 0 1 1 2 5 0 1 1 0 0 5 1 1 0 0 3 0 0 0 0 2 0 1 5 5
split_gain=2.52925e+11 2.52491e+12 7.822e+12 1.79718e+13 3.20697e+13 2.44248e+13 2.3972e+13 3.0008e+13 3.91858e+13 3.76607e+13 3.79491e+13 2.93523e+13 3.19256e+13 3.32556e+13 6.8264e+13 6.02283e+13 4.90219e+13 3.18028e+13 5.28685e+13 1.53254e+14 4.66294e+13 4.14876e+13 3.72437e+13 4.50498e+13 3.35571e+13 3.86099e+13 3.73354e+13 3.24106e+13 2.89417e+13 2.86529e+13
threshold=10.500000000000002 14.500000000000002 2.5000000000000004 85.020000000000024 1.5000000000000002 60.035045000000004 50.158868250000005 30.410108300000001 13.500000000000002 82.00500000000001 59.904813200000007 37.39371280000001 37.582182450000005 56.143542450000005 55.701368300000006 57.405000000000008 37.66934650000001 37.542000650000013 55.674875350000008 55.657530000000008 13.500000000000002 55.695992150000002 56.009576300000013 55.87722990000001 55.851332700000007 1.5000000000000002 55.455204450000004 37.436176200000013 45.305000000000007 68.52500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 9 11 -6 -11 -9 17 14 28 16 -16 18 19 -13 -19 -20 23 29 25 -22 -27 -21 -14 -23
right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 12 13 -15 15 -17 -18 20 21 27 24 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=18.842456272304823 -27.633779665424296 31.184115281151026 2128.0591735685921 647.61064053503981 -17658.116437039855 12759.837195471448 -9740.9688366483679 8013.0813969765295 -29797.143349311766 -15000.984895833335 69632.105971116282 -538.89328501765146 81181.605558894225 -17488.282744242253 198853.86445312502 9951.4233997966548 36542.097154017858 -6390.5105557789529 -122912.24906566723 239125.86983506946 42299.960148111983 -24014.821324751116 46121.720419814563 -60332.030622580198 -122.92972513834637 16263.44564732143 -107553.39744997077 101649.30770861037 -5196.2297593645762 12695.93685501959
leaf_weight=2688514 257789 1303445 10409 29204 2152 811 7366 3026 484 108 104 613 39 1069 30 3756 49 340 37 27 24 576 91 226 72 28 187 47 7204 337
leaf_count=2688514 257789 1303445 10409 29204 2152 811 7366 3026 484 108 104 613 39 1069 30 3756 49 340 37 27 24 576 91 226 72 28 187 47 7204 337
internal_value=0 -31.0853 -279.901 -1230.43 -2629.15 -4348.34 -4844 -3095.19 -1722.85 -13696.5 26517.1 -958.539 -2798.84 -644.505 980.878 11768.9 98179.5 -12844.4 -6466.81 15871.3 -31987 -18579.1 -15440.6 -20359.1 -59970.3 -77999.6 -91428.4 151810 -4731.13 -10464.4
internal_weight=0 1.62965e+06 326205 68416 39212 28803 27992 20626 18262 2364 212 17778 14752 12147 11078 3835 79 2605 1954 687 651 1267 1230 1139 311 239 215 74 7243 913
internal_count=4318164 1629650 326205 68416 39212 28803 27992 20626 18262 2364 212 17778 14752 12147 11078 3835 79 2605 1954 687 651 1267 1230 1139 311 239 215 74 7243 913
is_linear=0
shrinkage=0.1


Tree=4980
num_leaves=31
num_cat=0
split_feature=5 0 0 0 4 2 4 2 0 3 1 4 5 1 2 5 2 1 5 1 3 5 5 3 5 3 1 1 1 3
split_gain=2.71577e+11 2.35163e+12 1.2353e+13 6.77599e+12 9.82012e+12 1.0148e+13 1.15785e+13 1.13689e+13 1.20007e+13 3.93087e+13 1.84084e+13 3.6881e+13 3.3823e+13 2.32723e+13 1.16514e+13 1.2768e+13 1.16842e+13 1.12327e+13 1.71908e+13 2.10407e+13 1.87225e+13 1.33353e+13 1.26868e+13 2.53389e+13 1.11624e+13 1.11143e+13 1.06047e+13 2.51795e+13 1.0835e+13 1.04461e+13
threshold=88.015000000000015 53.719078300000007 53.516665650000007 54.920670650000005 5.5000000000000009 11.500000000000002 2.5000000000000004 5.5000000000000009 54.811549550000009 17.500000000000004 83.053286850000021 2.5000000000000004 96.015000000000015 38.233559750000005 7.5000000000000009 112.04500000000002 9.5000000000000018 55.957851400000003 94.040000000000006 35.911716050000003 6.5000000000000009 161.85000000000002 96.015000000000015 8.5000000000000018 137.05000000000004 12.500000000000002 37.582182450000005 38.151577750000008 35.911716050000003 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -3 17 10 13 -12 -13 -10 15 -14 24 18 20 22 -9 -19 23 -20 -16 -8 28 -28 -27 -24
right_child=1 3 -4 -5 -6 6 25 8 9 -11 11 12 14 -15 16 -17 -18 21 19 -21 -22 -23 29 -25 -26 26 27 -29 -30 -31
leaf_value=5.9707805138558072 -474.27796756020712 987.67851552842296 -16537.52655234436 -77.793733106021421 53146.436235608562 -51788.348130580358 59507.668539663464 -92967.665625000009 89984.455412946438 141194.96622596154 -65292.522286551342 180751.59218750001 105837.38693963914 -4862.8843359375005 -47535.081903839113 15575.381593750002 78070.04058779763 -1436.1674597031379 104788.63839432567 34282.345330780772 -2262.0809483556382 -61986.652446546061 61569.403749999998 -5026.6636136968082 44996.341934481541 -17651.218140423487 99940.630409307079 -6263.658371675313 -95457.753000000012 1514.8782685526505
leaf_weight=4086520 70901 7726 482 148247 38 56 26 24 28 26 28 20 42 340 32 25 21 849 38 410 439 38 30 47 22 63 23 759 25 839
leaf_count=4086520 70901 7726 482 148247 38 56 26 24 28 26 28 20 42 340 32 25 21 849 38 410 439 38 30 47 22 63 23 759 25 839
internal_value=0 -105.333 -582.742 107.313 2391.45 2230.4 -7675.32 3085.83 8001.03 21005 15404.7 40682.4 58999.1 2353.76 41850.9 72157.5 14776.9 5202.82 9685.42 15336.9 -6963.88 -4030.21 7194.74 44067.2 -9837.09 -4918.25 -6843.62 -3140 -39755.3 3588.11
internal_weight=0 231644 71383 160261 12014 11976 952 11024 3298 584 558 190 162 368 142 67 75 2714 1827 1364 463 887 954 85 54 896 870 782 88 869
internal_count=4318164 231644 71383 160261 12014 11976 952 11024 3298 584 558 190 162 368 142 67 75 2714 1827 1364 463 887 954 85 54 896 870 782 88 869
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=31
num_cat=0
split_feature=1 1 5 0 1 0 4 2 5 4 5 3 6 2 5 5 1 1 3 5 3 0 5 5 3 3 3 5 2 3
split_gain=2.64543e+11 4.63255e+12 7.8891e+12 1.49943e+13 2.36003e+13 6.91673e+13 2.41661e+13 2.60622e+13 2.75827e+13 2.31603e+13 4.48068e+13 3.72521e+13 3.50114e+13 3.84107e+13 2.35266e+13 2.02412e+13 1.78621e+13 1.71721e+13 4.2894e+13 3.1839e+13 2.70475e+13 2.90742e+13 2.56483e+13 2.33097e+13 7.70243e+13 5.07367e+13 2.05102e+13 1.70547e+13 2.823e+13 2.35334e+13
threshold=43.574807850000006 44.660994650000006 72.010000000000005 56.320495600000008 44.005491150000005 56.338501050000012 2.5000000000000004 1.5000000000000002 78.710000000000022 3.5000000000000004 104.75000000000001 9.5000000000000018 1.5000000000000002 4.5000000000000009 92.035000000000011 73.405000000000015 43.868031300000006 43.94115175000001 5.5000000000000009 81.00500000000001 16.500000000000004 56.338501050000012 88.015000000000015 116.06000000000002 11.500000000000002 7.5000000000000009 5.5000000000000009 132.05000000000004 2.5000000000000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 9 7 -5 16 10 14 -11 -12 -14 -6 -8 -9 26 19 -19 23 -22 -23 -20 25 -25 -17 29 -29 -21
right_child=1 -3 3 4 5 -7 15 8 -10 11 12 -13 13 -15 -16 17 -18 18 20 27 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-24.934360561870449 301.49811032264137 -7.2091742555961886 1150.5850283380821 -60456.745423889166 42853.943994140631 -41832.802747820431 49735.251790787341 -77844.841826923075 53431.202641139404 45677.414052083332 78498.430749198713 188816.06660156252 -81514.648252744941 11665.409183238637 154159.82421875 -29537.884473924514 14914.193923505765 -61262.34919433594 -56972.032916217671 -6297.8607846467394 -25533.621551339285 105938.07398437499 -15246.518249117944 31166.070996093753 137054.16696428572 -174456.31191406251 9422.9920668475643 91700.498312500014 -45855.770270270274 113240.40894396552
leaf_weight=2143177 82526 2076529 12587 32 376 138 77 26 243 75 39 24 74 110 20 154 103 32 290 23 140 40 31 24 28 24 1102 25 37 58
leaf_count=2143177 82526 2076529 12587 32 376 138 77 26 243 75 39 24 74 110 20 154 103 32 290 23 140 40 31 24 28 24 1102 25 37 58
internal_value=0 24.5697 694.802 2732.07 8683.1 23006.2 3757.2 26142 33591.3 35468.3 28285.7 80377.7 -7567.04 -25809.2 48475.5 -580.192 -3781.43 -2509.62 -14460.9 28906 -27613.8 901.298 53026.5 -44052.8 5244.09 -71645.1 4645.94 49083.5 9610.47 79297.4
internal_weight=0 2.17499e+06 98458 15932 3345 856 2489 404 372 718 619 99 223 184 396 2085 129 2008 752 175 577 211 71 366 76 48 1256 143 62 81
internal_count=4318164 2174987 98458 15932 3345 856 2489 404 372 718 619 99 223 184 396 2085 129 2008 752 175 577 211 71 366 76 48 1256 143 62 81
is_linear=0
shrinkage=0.1


Tree=4982
num_leaves=31
num_cat=0
split_feature=5 1 5 1 1 0 0 2 0 3 1 3 4 0 0 1 2 1 1 0 1 1 0 2 3 3 0 3 5 5
split_gain=2.69562e+11 3.08335e+12 1.39112e+13 1.98357e+13 2.61434e+13 2.32314e+13 3.73239e+13 3.10299e+13 4.02226e+13 2.86001e+13 2.05545e+13 2.12531e+13 2.00894e+13 1.98525e+13 2.73952e+13 1.97841e+13 1.96894e+13 1.84271e+13 1.8283e+13 5.25457e+13 2.20791e+13 2.7267e+13 3.44064e+13 8.20223e+13 4.54471e+13 2.93192e+13 2.54224e+13 3.56185e+13 3.14228e+13 2.57993e+13
threshold=92.035000000000011 39.011252750000004 98.020000000000024 38.891822450000006 37.944765900000007 45.063245200000004 45.029420750000007 8.5000000000000018 45.047272400000004 22.500000000000004 38.984911950000004 15.500000000000002 1.5000000000000002 45.059881250000011 45.055827000000008 38.969379750000009 7.5000000000000009 38.969379750000009 30.323743050000001 55.899899800000007 30.451272450000005 30.388336800000001 59.846652800000008 1.5000000000000002 5.5000000000000009 19.500000000000004 59.863160500000006 14.500000000000002 96.015000000000015 93.00500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 6 -5 8 16 10 11 17 -2 14 -9 -15 -8 -10 -14 -20 21 -21 23 -23 -25 26 -24 -28 29 -29
right_child=1 -3 -4 5 -6 -7 7 13 9 -11 -12 -13 18 15 -16 -17 -18 -19 19 20 -22 22 25 24 -26 -27 27 28 -30 -31
leaf_value=5.2496968997672182 28062.406507555344 206.16442093772673 271.04174615250844 -25215.378249732752 12827.741959863779 -20479.275377170812 30354.740219607149 28237.01444909794 5621.4475974058496 -112402.90222942072 19225.755215454101 -107046.43514623398 2525.6176505758372 41926.162676791486 -37837.34793701172 145358.80696022729 -44867.268597560978 -81713.271674107149 134.25374287621003 -14224.475788640924 -21573.5604109669 -82177.692938701934 -77421.804355875647 223771.50715506417 51731.060317095595 51100.466360134553 22452.518184905799 -66890.64143573113 -84436.887610880542 14714.639366997613
leaf_weight=4135587 211 112304 49564 486 1176 1292 230 291 78 41 80 39 4404 116 80 22 41 35 7524 1830 1935 26 48 28 34 99 294 53 72 144
leaf_count=4135587 211 112304 49564 486 1176 1292 230 291 78 41 80 39 4404 116 80 22 41 35 7524 1830 1935 26 48 28 34 99 294 53 72 144
internal_value=0 -118.912 -638.42 -2815.08 -1583.53 -10592.5 -2292.46 8287.35 -8317.52 -35409.4 -21802.8 -43396.7 -2598.23 26034 13989.2 58415.4 18974.3 -21429.1 -2990.53 -5000.39 -13467 -7498.08 7927.1 66907.3 129427 616.885 -7562.94 -1606.95 -27902.4 -7240.08
internal_weight=0 182577 70273 20709 17878 2831 1539 1053 544 273 232 152 16702 509 371 138 271 113 16491 12087 4563 2628 798 88 62 710 611 563 269 197
internal_count=4318164 182577 70273 20709 17878 2831 1539 1053 544 273 232 152 16702 509 371 138 271 113 16491 12087 4563 2628 798 88 62 710 611 563 269 197
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=31
num_cat=0
split_feature=5 2 3 0 0 1 1 0 3 4 5 5 0 0 0 0 1 1 5 3 5 2 5 0 3 1 0 5 0 2
split_gain=2.99085e+11 1.50181e+12 3.32679e+12 5.11046e+12 8.77827e+12 6.59799e+12 6.1822e+12 4.82224e+12 4.78717e+12 1.03085e+13 1.23056e+13 1.6228e+13 1.13791e+13 1.93896e+13 5.4392e+12 4.3815e+12 1.04261e+13 1.08214e+13 1.53155e+13 8.72108e+12 1.15029e+13 8.46031e+12 2.13207e+13 1.9932e+13 9.81343e+12 8.405e+12 6.39071e+12 1.10434e+13 7.4779e+12 1.85368e+13
threshold=100.05000000000001 20.500000000000004 22.500000000000004 54.725565150000001 45.022371150000005 38.969379750000009 39.016372550000007 55.734663800000007 23.500000000000004 3.5000000000000004 120.05000000000001 109.05000000000001 55.046835900000012 45.059881250000011 53.340367100000002 45.067452850000002 39.032393150000004 38.996948700000011 123.15000000000002 24.500000000000004 120.05000000000001 22.500000000000004 150.04500000000004 45.03656895000001 24.500000000000004 38.969379750000009 51.369916400000001 125.85000000000001 54.725565150000001 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -5 9 12 11 -11 13 -4 -12 16 17 21 -19 20 -18 22 24 -23 -10 -25 27 -17 29 -28
right_child=1 2 8 7 5 6 -8 -9 15 10 14 -13 -14 -15 -16 26 19 18 -20 -21 -22 23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=4.4268271288059848 -219.93212902083835 -29585.664950284088 -26659.487225115743 -22932.293664336627 70370.315029761914 -26675.525234375 42012.11554276316 10398.840687242446 -117468.37949218751 -25954.470657256155 -43007.534707031249 -138405.25044642857 -15082.973948567707 85444.699050564246 23082.107575757575 60872.926819335938 7667.1466229838716 -21417.409828613283 -121540.71319912998 -6694.6505584286979 102214.62329545454 -79616.296118164071 32220.698473011365 -1553.8608664772728 -30326.376702008929 58372.990937500006 46838.420987215912 -10645.181866776316 3499.7102488996338 -63655.269212372456
leaf_weight=4199349 115145 22 27 57 42 20 38 182 24 33 20 21 120 36 33 50 31 50 22 71 22 20 33 44 28 50 22 38 2465 49
leaf_count=4199349 115145 22 27 57 42 20 38 182 24 33 20 21 120 36 33 50 31 50 22 71 22 20 33 44 28 50 22 38 2465 49
internal_value=0 -156.46 1834.96 10950.3 27603.4 40185 18326.7 2449.57 840.503 -11431.7 -36088.3 -69685.3 2984.95 37400 -1857.38 2019.35 -7799.56 -18789.3 -52010.6 16218.4 46913.3 -6769.56 -30648.2 11034.7 -70545.8 30322.1 3497.43 29990.1 2578.12 -29417.8
internal_weight=0 118815 3670 361 122 100 58 239 3309 290 107 54 183 63 53 3019 395 271 72 124 53 199 85 114 52 94 2624 88 2536 71
internal_count=4318164 118815 3670 361 122 100 58 239 3309 290 107 54 183 63 53 3019 395 271 72 124 53 199 85 114 52 94 2624 88 2536 71
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=31
num_cat=0
split_feature=5 0 5 1 0 5 3 0 1 1 0 1 4 0 2 0 1 0 3 2 3 0 3 0 0 1 1 0 2 2
split_gain=2.6455e+11 2.05552e+12 1.23371e+13 1.20905e+13 2.16857e+13 2.28191e+13 3.49024e+13 4.11636e+13 3.73821e+13 2.67304e+13 3.88379e+13 1.32107e+14 2.14161e+13 1.7734e+13 3.50443e+13 4.45375e+13 3.46077e+13 3.24214e+13 2.17173e+13 2.09607e+13 2.06083e+13 2.00361e+13 1.73118e+13 2.01892e+13 1.67235e+13 1.75357e+13 1.65451e+13 1.62792e+13 2.04427e+13 1.73632e+13
threshold=55.405000000000008 57.057093650000006 56.835000000000008 37.098288800000006 55.535913550000011 68.00500000000001 14.500000000000002 56.852744000000008 35.911716050000003 36.761894450000007 56.197733450000008 36.585378200000001 2.5000000000000004 55.701368300000006 9.5000000000000018 55.851332700000007 36.761894450000007 55.899899800000007 9.5000000000000018 6.5000000000000009 5.5000000000000009 55.601678500000013 10.500000000000002 56.143542450000005 56.028355650000009 36.761894450000007 36.761894450000007 56.121679000000007 10.500000000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 12 8 9 -7 10 11 -8 -6 16 15 19 20 -16 -17 -15 -10 -22 24 -24 25 -14 -20 28 -11 -29
right_child=1 2 -4 -5 5 6 7 -9 13 27 -12 -13 22 14 17 18 -18 -19 26 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-19.336119880790438 -414.01358474680728 3065.2321118357272 120.05361388143955 42.65905188199639 -5508.9394881685721 4267.3626744659305 252384.29311079546 -17830.86433086215 -42696.665172143083 -22849.255738113101 14379.759245197194 18480.464356553821 -20222.411667285371 11985.107271686784 -113531.37665441177 -28769.88415526833 -19076.175626216133 -2591.1962845203489 43312.9423042493 -34245.186233895285 -68838.088815789481 -169802.48895833336 87272.736733217607 14102.560642187502 11021.020064737853 7482.4193322564452 -19293.345673403535 91648.411291173994 19017.697789884867 7748.9700304186017
leaf_weight=2681621 43326 15040 261817 1304131 4299 787 33 634 153 302 296 90 463 702 68 1194 534 43 78 114 57 30 54 125 1329 451 92 37 190 74
leaf_count=2681621 43326 15040 261817 1304131 4299 787 33 634 153 302 296 90 463 702 68 1194 534 43 78 114 57 30 54 125 1329 451 92 37 190 74
internal_value=0 31.6839 280.048 -18.8875 -1463.67 -5182.47 -9954.18 2186.51 -15173.5 14604.3 34005.6 81235.2 -1271.96 -20165.4 -15744.1 -12953.3 -33252.1 -70554.6 -24008.7 5526.46 -64793.5 -103653 6248.59 36176.2 3860.25 -6551.87 9431.89 1123.22 -6681.12 35715.5
internal_weight=0 1.63654e+06 276857 1.35969e+06 55555 12229 5508 1656 3852 1022 419 123 6721 3065 2291 2180 774 111 1364 816 240 87 2422 179 2243 914 170 603 492 111
internal_count=4318164 1636543 276857 1359686 55555 12229 5508 1656 3852 1022 419 123 6721 3065 2291 2180 774 111 1364 816 240 87 2422 179 2243 914 170 603 492 111
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=31
num_cat=0
split_feature=0 2 1 3 3 0 4 2 5 0 5 5 4 3 0 3 0 5 0 5 6 5 5 0 0 5 0 2 2 1
split_gain=2.86786e+11 2.48471e+12 1.29033e+13 2.42998e+13 5.098e+13 9.13945e+13 4.0065e+13 3.14449e+13 3.12038e+13 2.53592e+13 2.28602e+13 2.22478e+13 1.81348e+13 4.04871e+13 1.75034e+13 2.6021e+13 2.21266e+13 1.75773e+13 1.96285e+13 2.52984e+13 1.84223e+13 1.74398e+13 1.63743e+13 1.62539e+13 3.08524e+13 1.31641e+13 1.3036e+13 1.30348e+13 1.85683e+13 1.3689e+13
threshold=59.963407450000012 8.5000000000000018 30.410108300000001 17.500000000000004 16.500000000000004 59.990816400000007 1.0000000180025095e-35 10.500000000000002 72.010000000000005 59.990816400000007 33.395000000000003 62.385000000000012 2.5000000000000004 15.500000000000002 60.063729500000008 20.500000000000004 60.052595500000002 63.855000000000011 60.003414000000006 34.920000000000009 1.5000000000000002 54.990000000000002 83.010000000000005 60.063729500000008 60.042666650000008 78.010000000000005 60.052595500000002 13.500000000000002 14.500000000000002 30.434657650000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 6 -6 21 -7 11 -5 -4 -13 -14 15 17 25 18 19 -12 -21 -8 -9 24 -10 -17 -20 29 -29 -19
right_child=1 2 3 10 5 8 7 22 23 -11 14 12 13 -15 -16 16 -18 27 26 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.9372389799229408 -349.62692825328611 1248.6182848394865 -8798.5494733353389 2383.0767148630525 -10970.473062818877 -2499.0329462654045 37228.639372575788 66065.237154103976 20272.422084263395 938.81073944216428 10463.474842026655 -84673.6747227499 -48171.051501786082 108370.77714599609 4792.8999557479719 -7987.1980848267485 17802.835595797755 -119843.84511088711 -4050.8270705928426 -75251.217788052731 16065.240850360578 -50754.986996922351 154649.4772549716 -7273.6550271739143 171550.47602163465 28189.458631200701 -21406.319298492304 38294.410846989333 -37867.721739886554 -45488.357065786971
leaf_weight=4100519 145563 50304 1252 3132 98 1228 71 405 28 7101 68 73 95 20 991 4291 387 31 1106 147 26 33 22 23 26 103 711 41 146 123
leaf_count=4100519 145563 50304 1252 3132 98 1228 71 405 28 7101 68 73 95 20 991 4291 387 31 1106 147 26 33 22 23 26 103 711 41 146 123
internal_value=0 -111.86 368.289 -1665.14 1804.72 16465.2 47777.3 58619.6 1373.05 -1514.96 -4880.82 -13615.1 -45691.6 -20946.4 -7665.13 -9384.61 -5120.24 -17883.1 -14398.8 -41214.6 -61527.4 9310.76 70629.3 63125.3 93110 -7139.18 -10842.1 -38911.6 -21169.1 -60456
internal_weight=0 217645 72082 21778 10475 1934 629 531 1305 8541 11303 1440 188 115 8171 7180 4781 2399 2058 241 173 104 427 77 54 4394 1817 341 187 154
internal_count=4318164 217645 72082 21778 10475 1934 629 531 1305 8541 11303 1440 188 115 8171 7180 4781 2399 2058 241 173 104 427 77 54 4394 1817 341 187 154
is_linear=0
shrinkage=0.1


Tree=4986
num_leaves=31
num_cat=0
split_feature=1 4 5 5 5 0 1 3 5 4 3 5 0 5 0 0 1 3 3 2 5 3 0 0 5 2 0 5 5 3
split_gain=2.84159e+11 2.45326e+12 1.22237e+13 1.28133e+13 1.08023e+13 1.63544e+13 1.30976e+13 3.44033e+13 4.5722e+13 2.92576e+13 2.28215e+13 4.75372e+13 3.47308e+13 4.97038e+13 3.1197e+13 2.1705e+13 2.06534e+13 3.39345e+13 1.19404e+14 2.66747e+13 4.06277e+13 2.50639e+13 2.46311e+13 8.09291e+13 1.07337e+14 2.56041e+13 1.2766e+14 2.36161e+13 3.88268e+13 5.29826e+13
threshold=30.305955500000003 1.5000000000000002 56.005000000000003 57.705000000000005 38.905000000000008 54.725565150000001 30.278357500000002 7.5000000000000009 44.905000000000008 1.0000000180025095e-35 10.500000000000002 66.990000000000023 59.963407450000012 53.005000000000003 59.896318000000008 59.846652800000008 30.259484550000003 17.500000000000004 18.500000000000004 7.5000000000000009 57.005000000000003 9.5000000000000018 59.963407450000012 59.982527000000012 45.985000000000007 1.5000000000000002 59.950068600000009 64.805000000000021 68.52500000000002 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 16 8 -8 -10 11 12 13 14 -9 -12 -7 19 -19 22 21 -21 25 24 -24 26 -18 -27 -29 -30
right_child=-2 2 3 -5 5 6 7 10 9 -11 15 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=409.80493048863929 5.2409888995792002 1930.6201834719243 -5610.041079900041 -154.99992352894955 3810.1500637721992 -2696.8086095155045 22294.824107776993 -25003.715001502405 57558.377943638399 -49109.156312313993 -30096.982541898629 169502.67248641304 -4761.8780891784936 -51191.797327302629 94274.099575892862 8077.9769144738348 -76516.110089760637 -100578.55252403847 -7813.9059459529517 76126.107442531589 92005.789218750011 -10081.386658793606 -33985.429194568453 -5357.2511241319444 269982.16875000001 -15532.006931979364 168218.43899238785 -134718.67645210598 -63973.301550418815 86204.267464717748
leaf_weight=44759 4145141 28898 4607 65884 4063 19678 176 26 28 315 167 23 229 38 140 1377 47 182 584 40 65 215 21 360 26 862 39 46 97 31
leaf_count=44759 4145141 28898 4607 65884 4063 19678 176 26 28 315 167 23 229 38 140 1377 47 182 584 40 65 215 21 360 26 862 39 46 97 31
internal_value=0 -125.559 198.549 -511.519 -563.031 -2071.02 -3034.07 3800.87 -19140.4 -40401.6 9754.13 29410.3 21968.9 51975.4 75592 3948.95 -3806.38 -12156 -29854.6 -4823.86 21431 3441.36 -10318.7 10754.9 134167 -17963 34468.2 -22315.4 -55920.3 -27602.2
internal_weight=0 173023 99389 70491 73634 28875 24812 2519 519 343 2000 456 433 204 166 1544 22293 2615 766 1849 320 255 1529 407 47 1122 86 1036 174 128
internal_count=4318164 173023 99389 70491 73634 28875 24812 2519 519 343 2000 456 433 204 166 1544 22293 2615 766 1849 320 255 1529 407 47 1122 86 1036 174 128
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=31
num_cat=0
split_feature=1 1 0 5 4 5 0 5 4 5 0 3 0 5 3 5 2 5 2 3 5 5 5 3 0 5 5 3 0 5
split_gain=2.78265e+11 5.6248e+12 7.8199e+12 7.50453e+12 7.49422e+12 7.61754e+12 1.13872e+13 3.4909e+13 7.57275e+12 1.08196e+13 1.55159e+13 1.9492e+13 2.15459e+13 1.82923e+13 1.04335e+13 1.51538e+13 1.03021e+13 9.6615e+12 9.60701e+12 8.3043e+12 1.0192e+13 8.85725e+12 8.23096e+12 7.60219e+12 6.87012e+12 7.37696e+12 6.83681e+12 6.60944e+12 9.31622e+12 8.56275e+12
threshold=38.151577750000008 38.096381250000007 56.501468900000013 13.050000000000002 4.5000000000000009 123.15000000000002 55.591389050000011 137.05000000000004 2.5000000000000004 59.510000000000012 44.732363600000006 5.5000000000000009 55.628356700000005 70.00500000000001 8.5000000000000018 64.020000000000024 15.500000000000002 65.045000000000016 4.5000000000000009 5.5000000000000009 73.995000000000019 76.730000000000018 55.730000000000011 8.5000000000000018 55.591389050000011 77.00500000000001 56.205000000000005 12.500000000000002 56.301440000000007 83.010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -7 -8 9 22 13 -12 14 17 -13 -16 -10 -11 -19 20 -15 -21 -5 -14 25 -17 -24 -25 -29 -30
right_child=-2 2 -4 4 -6 6 7 -9 16 10 11 12 23 19 15 24 -18 18 -20 21 -22 -23 26 27 -26 -27 -28 28 29 -31
leaf_value=15.099375031588773 -16.107180122932117 49605.465767045454 -43450.225650185035 1333.6167156480287 45655.32918669872 -82137.697596153856 -54424.895598493313 76505.720825195312 6976.9309658435786 -22668.28519921875 22472.102196652871 -18638.109722222223 -41547.030496920081 -69397.42760416666 -2822.6907561383928 65821.161718139643 -56239.72286658654 83046.466171875014 -8395.6047309027781 -54080.862760416669 24787.432451171877 -132508.31671549482 33177.876048900464 4083.7700690490378 104973.52075195312 -4836.4006924715914 7596.3679597136261 -25836.945535366431 21009.371234685725 -50057.787965029769
leaf_weight=1222775 3078672 33 38 11321 39 26 56 32 3030 125 254 54 104 27 70 45 26 20 27 36 20 24 135 177 24 22 462 381 88 21
leaf_count=1222775 3078672 33 38 11321 39 26 56 32 3030 125 254 54 104 27 70 45 26 20 27 36 20 24 135 177 24 22 462 381 88 21
internal_value=0 40.0073 1861.91 1965.15 1870.7 1767.88 -23992.9 -6813.76 1945.94 924.052 -7024.31 -2230.28 -8593.77 -28331.1 19399.4 32157.3 6439.09 -8135.39 30515.9 -60795.3 -29318.8 -85451.8 1937.1 -16399.9 59065 42620.2 13381.1 -12478.9 -18461.8 7317.53
internal_weight=0 1.23949e+06 16717 16679 16646 16607 114 88 16493 13437 1519 1240 986 279 215 161 3056 172 47 107 47 60 11918 771 91 67 597 667 490 109
internal_count=4318164 1239492 16717 16679 16646 16607 114 88 16493 13437 1519 1240 986 279 215 161 3056 172 47 107 47 60 11918 771 91 67 597 667 490 109
is_linear=0
shrinkage=0.1


Tree=4988
num_leaves=31
num_cat=0
split_feature=5 5 0 0 1 0 3 0 3 0 1 3 2 0 3 3 0 0 0 1 1 4 4 1 1 0 5 5 1 0
split_gain=2.76517e+11 5.24714e+12 9.72529e+12 1.78131e+13 9.8801e+12 8.77845e+12 6.58868e+12 6.38557e+12 6.08819e+12 5.26911e+12 5.20581e+12 4.45925e+12 4.48695e+12 4.32116e+12 3.82156e+12 7.81534e+12 2.00766e+13 3.98232e+13 5.80711e+13 8.41186e+13 7.03578e+13 2.93045e+13 2.90372e+13 2.60984e+13 5.20829e+13 5.09194e+13 5.05491e+13 7.71695e+13 4.83435e+13 4.52325e+13
threshold=62.710000000000008 62.995000000000012 51.717367500000009 51.83362145000001 30.207352000000004 51.636650050000007 32.500000000000007 59.896318000000008 24.500000000000004 54.708501450000007 86.192907650000009 19.500000000000004 7.5000000000000009 45.055827000000008 18.500000000000004 17.500000000000004 60.029906750000002 59.990816400000007 59.950068600000009 30.226173900000003 30.305955500000003 3.5000000000000004 1.5000000000000002 37.777459000000007 30.315880100000005 59.939091550000008 72.705000000000013 86.02500000000002 37.971176850000006 59.846652800000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 7 11 10 9 -7 -5 -6 12 -2 -14 15 -3 17 18 23 -20 -21 22 -19 24 29 -26 -27 -28 -25 -17
right_child=1 14 3 4 6 8 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 21 19 20 -22 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=-14.641984660319526 6429.3415504814002 54.866850640223426 -34492.117631392051 44573.071502075196 1454.6443128987776 18363.277047610591 -51627.101358695654 55397.891605392157 60280.506597222229 1504.0168621452488 25045.698811848961 -16568.869238581425 53407.391877547561 10938.388378906251 -401.22019903980919 -89578.872873263899 -15020.481078963632 -47036.868973214288 100137.31380208334 -148550.17608258929 -30846.179849028718 -53499.36989397322 39319.247111139761 -29801.639012721917 10590.137132790111 117627.5685724432 -159703.74226562501 99460.415856481486 1183.6667031365371 -7092.4402032871985
leaf_weight=3235080 298 872775 132 40 3649 77 23 51 63 98 96 61 46 50 173138 72 708 42 36 70 185 42 534 514 4558 88 20 27 24724 867
leaf_count=3235080 298 872775 132 40 3649 77 23 51 63 98 96 61 46 50 173138 72 708 42 36 70 185 42 534 514 4558 88 20 27 24724 867
internal_value=0 43.7344 3383.47 1645.29 2850.79 15328.6 1731.68 25162 37226 13987.8 2059.38 8590.99 12486.3 31288.1 29.2283 111.555 1634.5 2005.55 1507.03 -42955.7 -63157.1 27142.3 33022.4 1926.16 8081.25 12382.8 72908 -10822.2 552.616 -13417.3
internal_weight=0 1.08308e+06 4684 4089 3957 595 3768 189 140 138 3745 455 394 96 1.0784e+06 905262 32487 31779 31161 291 255 618 576 30870 5632 4693 135 47 25238 939
internal_count=4318164 1083084 4684 4089 3957 595 3768 189 140 138 3745 455 394 96 1078400 905262 32487 31779 31161 291 255 618 576 30870 5632 4693 135 47 25238 939
is_linear=0
shrinkage=0.1


Tree=4989
num_leaves=31
num_cat=0
split_feature=3 1 0 1 3 3 5 3 4 1 0 0 0 5 6 6 1 0 1 0 1 3 5 5 1 3 0 0 5 1
split_gain=2.49824e+11 2.94691e+12 1.29244e+13 1.22209e+13 1.61649e+13 4.92366e+13 1.3601e+13 1.29446e+13 1.0422e+13 9.89543e+12 3.46777e+13 3.35904e+13 5.75449e+13 9.91245e+13 7.89116e+13 4.92645e+13 6.2656e+13 4.96477e+13 4.30843e+13 1.02913e+14 6.41264e+13 6.16348e+13 4.53384e+13 4.457e+13 3.76031e+13 3.69245e+13 5.27534e+13 3.66376e+13 2.85739e+13 2.59548e+13
threshold=9.5000000000000018 37.533784800000006 44.874285750000006 37.362912300000012 8.5000000000000018 6.5000000000000009 44.905000000000008 3.5000000000000004 1.5000000000000002 37.971176850000006 55.993277250000013 55.86787755000001 55.834684950000003 43.810000000000009 1.5000000000000002 1.5000000000000002 37.66934650000001 55.924336300000007 37.726745000000001 55.899899800000007 37.869926150000005 8.5000000000000018 90.015000000000015 95.020000000000024 37.889331900000009 7.5000000000000009 55.946414150000003 55.899899800000007 110.05000000000001 37.855187800000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 -5 -7 10 11 12 29 -14 -15 16 17 -13 22 21 -21 -20 -17 -24 -22 -18 27 -27 -25 -3
right_child=-2 9 -4 4 -6 8 -8 -9 -10 -11 -12 15 13 14 -16 18 25 -19 19 20 24 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=-2766.0271178901166 21.710393747550505 -109.38244349925972 179.38528137940617 30064.804012643915 -39454.024968204947 65325.840714843747 8813.5536319922048 -4970.5650320576215 137087.1028952206 -10.189925445833174 -7484.5244167695173 -20894.89535779451 3871.860063307648 62234.272809709822 -42223.321495833196 14807.674482610764 7799.1416788362885 -105806.87016330297 -28571.452446044277 -981.38435358675895 37379.198580971359 -129500.3226671007 -120880.7542570153 75039.608333267708 10155.181044912981 14979.711595394736 -8115.027587890625 -98037.461866069061 -55114.495586993246 -4647.1795665008904
leaf_weight=1843 2379540 77598 294422 190 43 50 2256 237 34 1519297 7613 190 1243 77 1190 4960 1414 108 379 6465 709 72 49 31 1784 38 1129 117 37 15049
leaf_count=1843 2379540 77598 294422 190 43 50 2256 237 34 1519297 7613 190 1243 77 1190 4960 1414 108 379 6465 709 72 49 31 1784 38 1129 117 37 15049
internal_value=0 -26.6482 262.027 5491.21 19431.4 24386.6 3607.12 10618.9 94372.1 -79.3062 -952.54 -511.059 -1251.24 -16191.6 -35875.1 3517.85 -8154.94 -51668.4 5932.03 1925.97 4272.61 -44684.3 13356.3 -48172.4 17897.6 -3348.79 -15625.4 -70330 4220.46 -846.474
internal_weight=0 1.93862e+06 299075 4653 554 511 4099 427 84 1.63955e+06 120252 112639 95157 2510 1267 17482 2996 298 14486 9409 8958 451 5077 117 2493 2698 1284 155 68 92647
internal_count=4318164 1938624 299075 4653 554 511 4099 427 84 1639549 120252 112639 95157 2510 1267 17482 2996 298 14486 9409 8958 451 5077 117 2493 2698 1284 155 68 92647
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 3 3 1 1 6 2 1 5 1 4 1 5 1 5 5 5 1 5 3 1 5 4 1 5 5
split_gain=2.95218e+11 4.74213e+12 1.54983e+13 3.20024e+13 3.71667e+13 6.98117e+13 4.25096e+13 8.35994e+13 9.37924e+13 7.29042e+13 4.10746e+13 4.76102e+13 4.32003e+13 4.07868e+13 4.97113e+13 6.99405e+13 3.86652e+13 3.44816e+13 3.24326e+13 2.96687e+13 3.10389e+13 2.81649e+13 2.66419e+13 2.53798e+13 2.45133e+13 3.39633e+13 2.50717e+13 2.36642e+13 2.30699e+13 2.20804e+13
threshold=30.425002000000003 59.916647550000008 59.932719750000011 19.500000000000004 15.500000000000002 16.500000000000004 11.500000000000002 30.410108300000001 30.305955500000003 1.5000000000000002 5.5000000000000009 30.410108300000001 63.145000000000003 30.388336800000001 1.5000000000000002 30.362552800000003 65.045000000000016 30.346469350000003 62.015000000000008 57.995000000000012 58.995000000000012 30.388336800000001 118.33500000000002 12.500000000000002 30.362552800000003 150.04500000000004 4.5000000000000009 30.332994000000003 142.05000000000004 109.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 10 8 -8 -9 22 12 18 14 15 -10 -14 -5 19 -12 -21 -18 29 -11 25 26 -24 -27 -26 -3
right_child=-2 2 -4 17 5 -7 7 9 13 23 11 -13 16 -15 -16 -17 21 -19 -20 20 -22 -23 24 -25 28 27 -28 -29 -30 -31
leaf_value=-509.15432884561483 7.5776216538132024 2745.8571980194729 10.484908435216594 -121561.31673990887 64206.414860227334 -9447.9564660702727 120855.17416992188 -21284.230311146352 -68765.825675233544 7683.8747656249998 39861.52609401755 -67062.202859246929 -93605.447039473685 -148999.87457303781 -80754.611427238808 54251.767866210947 6375.3086644273608 -16280.897571387146 122726.12325581396 -132448.63986328125 12019.340476831898 124090.17001488095 -60656.83509757588 137234.72148437501 62931.424092548077 -21279.352545797417 -9286.4683999086028 72101.955621936286 -32158.343117559529 32481.031766669697
leaf_weight=149481 3983587 7788 173403 36 283 236 32 101 95 20 730 61 38 43 201 90 633 229 43 20 58 21 243 62 65 58 156 51 42 258
leaf_count=149481 3983587 7788 173403 36 283 236 32 101 95 20 730 61 38 43 201 90 633 229 43 20 58 21 243 62 65 58 156 51 42 258
internal_value=0 -90.2217 248.103 3771.89 4568.53 30714.3 3324.64 -21597.6 -44298 35587.6 4888.2 19587.2 23012.8 -56617.2 -46325.8 -8919.43 4457.31 -30583.1 38101.4 33597.9 -25023.7 10155.1 2165.97 105637 -17895 -27057.7 -40572.2 22412.8 25606.5 3699.33
internal_weight=0 334577 185096 11693 11428 519 10909 644 461 183 10265 1604 1543 429 386 185 692 265 851 808 78 654 8661 82 615 508 399 109 107 8046
internal_count=4318164 334577 185096 11693 11428 519 10909 644 461 183 10265 1604 1543 429 386 185 692 265 851 808 78 654 8661 82 615 508 399 109 107 8046
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=31
num_cat=0
split_feature=1 5 5 0 3 3 0 5 3 1 0 0 3 1 2 3 1 1 5 3 3 3 0 1 3 2 5 1 5 1
split_gain=2.70468e+11 3.90172e+12 1.68524e+13 3.22639e+13 1.82369e+13 1.44035e+13 1.466e+13 2.98062e+13 3.38896e+13 3.85107e+13 2.78542e+13 3.81781e+13 6.01357e+13 6.20632e+13 3.23187e+13 5.4096e+13 2.3778e+13 3.5056e+13 3.13481e+13 2.64716e+13 2.37731e+13 2.34955e+13 2.24832e+13 2.22537e+13 1.95658e+13 1.91724e+13 2.108e+13 3.03614e+13 1.87477e+13 2.9674e+13
threshold=38.633372000000001 67.00500000000001 65.045000000000016 54.708501450000007 1.5000000000000002 37.500000000000007 55.619594000000006 65.50500000000001 14.500000000000002 37.737121850000008 55.885524800000006 55.899899800000007 32.500000000000007 37.582182450000005 2.5000000000000004 8.5000000000000018 37.889331900000009 37.855187800000003 65.50500000000001 23.500000000000004 26.500000000000004 16.500000000000004 55.664473600000008 37.726745000000001 19.500000000000004 16.500000000000004 66.50500000000001 37.533784800000006 65.905000000000015 37.737121850000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -9 21 16 12 13 14 -12 -16 17 24 19 -19 -13 -10 -20 -23 -8 26 -17 -28 -26 -30
right_child=-2 -3 3 4 5 -7 10 8 9 -11 11 20 -14 -15 15 25 -18 18 22 -21 -22 23 -24 -25 28 -27 27 -29 29 -31
leaf_value=17.437420136750479 -16.327101390585106 382.48125297776886 -11796.298172747929 94220.923281249998 -14706.309607897738 64711.378101325761 -13278.117997399648 -334.28660323120829 49708.362058803017 -15187.190568741507 -9718.2806262600807 -917.77169113129821 -27859.951090494797 -7744.1256958007816 255868.98234374999 68717.079628499356 5369.7573857986026 -23109.987163397607 -91459.3955078125 98382.40818965518 82829.522012867659 14984.30773579692 -34306.893809026406 91194.401588134773 -11246.740372221226 -10195.444843750001 68634.483331589479 238680.50416666665 1925.6828051107736 64629.705824762656
leaf_weight=999377 3029015 262418 3284 20 747 33 3029 2408 315 276 31 11044 132 112 20 96 1255 47 88 29 34 910 316 40 1257 20 21 21 1690 79
leaf_count=999377 3029015 262418 3284 20 747 33 3029 2408 315 276 31 11044 132 112 20 96 1255 47 88 29 34 910 316 40 1257 20 21 21 1690 79
internal_value=0 38.3625 -49.5894 -2498.41 -1229.85 -1309.22 -1399.94 3611.45 7076.48 18656.7 -2617.97 502.83 28957.6 52321.9 84510.3 100921 -7237.47 -9658.59 -35671.8 23249 -660.739 26040.8 -46756 18193.2 -7596.44 81307.2 94568.5 153657 -1909.12 4725.92
internal_weight=0 1.28915e+06 1.02673e+06 27354 24070 24050 24017 4696 3949 1541 19321 11531 453 321 209 178 7790 6535 480 76 11078 1265 404 950 6055 158 138 42 3026 1769
internal_count=4318164 1289149 1026731 27354 24070 24050 24017 4696 3949 1541 19321 11531 453 321 209 178 7790 6535 480 76 11078 1265 404 950 6055 158 138 42 3026 1769
is_linear=0
shrinkage=0.1


Tree=4992
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 6 5 0 5 5 5 5 5 3 2 0 3 3 5 2 0 3 3 5 3 2 3 3 5
split_gain=2.86554e+11 3.95928e+12 5.61186e+12 1.16262e+13 2.44462e+13 4.20093e+13 3.39371e+13 3.19006e+13 3.04294e+13 3.47672e+13 3.44643e+13 2.48016e+13 2.37774e+13 2.72027e+13 2.78386e+13 2.30067e+13 1.84443e+13 1.79904e+13 1.72632e+13 1.67125e+13 1.6948e+13 1.65324e+13 1.86672e+13 2.65348e+13 1.9923e+13 1.69391e+13 1.60459e+13 1.5478e+13 1.38914e+13 1.38447e+13
threshold=30.425002000000003 60.063729500000008 59.916647550000008 30.388336800000001 30.410108300000001 59.863160500000006 1.5000000000000002 88.015000000000015 59.755965500000009 57.995000000000012 73.995000000000019 69.015000000000015 70.00500000000001 74.010000000000005 4.5000000000000009 10.500000000000002 59.853570100000006 5.5000000000000009 3.5000000000000004 60.610000000000007 2.5000000000000004 59.896318000000008 9.5000000000000018 10.500000000000002 56.005000000000003 5.5000000000000009 15.500000000000002 2.5000000000000004 5.5000000000000009 70.50500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 11 12 9 17 29 -5 16 14 -14 18 27 -6 -9 -7 -21 22 25 24 -24 -10 -17 -8 -16 -11
right_child=-2 -3 -4 4 8 19 7 15 21 10 -12 -13 13 -15 28 26 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-191.34932900691538 7.465600267844855 -1710.1496980056563 375.90491479931808 -11795.73061572388 -4086.2076530774439 -19792.890808918306 67995.625806451615 -13468.555422794117 -2129.7330490871032 56177.285577483679 13826.201633487075 -48941.825725686969 3573.1616072944971 -6358.2645386620388 -165251.90400390627 -92348.56635929289 18691.143829171317 25760.661998264288 65170.086763196115 -7231.1241244612074 -72084.905865293564 -16364.001982623986 -709.1796875 426.44588274542662 69448.844914062502 -35120.812451932019 28553.6535326087 -3045.6042810565095 -71454.811833333326 122584.70558307928
leaf_weight=136504 3983587 14414 170682 798 768 948 31 34 362 134 249 232 46 278 20 21 490 274 156 58 132 758 68 3740 100 273 23 2868 75 41
leaf_count=136504 3983587 14414 170682 798 768 948 31 34 362 134 249 232 46 278 20 21 490 274 156 58 132 758 68 3740 100 273 23 2868 75 41
internal_value=0 -88.888 -15.8974 -463.269 -3323.57 -7854.33 -3958.42 170.798 834.251 13585.7 37727.5 -20162.6 -2031.42 -24504.5 -60282.2 36008.6 747.044 3762.2 51097.9 -25218.2 -52287.4 -2692.19 -411.045 2172.87 41051.5 -16313.3 -29149.7 -2285.94 -91201.6 71735.6
internal_weight=0 334577 320163 149481 12977 6210 5072 4042 6767 1466 424 1030 3808 419 141 234 3389 1042 190 1138 190 5301 4543 3908 168 635 44 2899 95 175
internal_count=4318164 334577 320163 149481 12977 6210 5072 4042 6767 1466 424 1030 3808 419 141 234 3389 1042 190 1138 190 5301 4543 3908 168 635 44 2899 95 175
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=31
num_cat=0
split_feature=0 4 5 5 2 0 5 1 3 5 5 0 0 3 5 5 1 5 1 5 5 5 1 5 5 1 1 3 1 0
split_gain=3.00014e+11 2.52578e+12 1.05665e+13 1.33649e+13 5.31602e+12 1.05264e+13 1.10423e+13 8.99686e+12 1.09148e+13 7.85896e+12 6.72815e+12 1.36374e+13 1.33852e+13 1.0008e+13 6.39735e+12 6.37921e+12 7.70775e+12 5.73141e+12 5.21202e+12 5.14077e+12 1.01786e+13 1.97764e+13 1.57749e+13 1.04956e+13 1.79365e+13 2.10729e+13 1.71416e+13 1.60658e+13 1.98193e+13 1.75206e+13
threshold=59.963407450000012 3.5000000000000004 30.990000000000006 55.405000000000008 1.5000000000000002 60.052595500000002 72.705000000000013 30.243224600000001 11.500000000000002 132.05000000000004 94.040000000000006 59.990816400000007 60.017447350000005 9.5000000000000018 104.75000000000001 118.33500000000002 30.578016350000002 82.00500000000001 30.305955500000003 150.04500000000004 123.15000000000002 125.85000000000001 30.410108300000001 96.015000000000015 99.555000000000021 30.315880100000005 30.226173900000003 21.500000000000004 30.243224600000001 59.982527000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -8 15 11 -9 14 -14 -12 16 18 -13 -7 20 23 22 -22 27 25 -25 -26 29 -29 -6
right_child=1 2 3 4 19 9 7 10 -10 -11 12 17 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=6.0726160503320195 -172.76374780441796 61078.473997395835 -56767.804206730776 49057.631770833337 39436.669623842594 14260.078018465909 55146.528291377326 27102.467890625001 -39741.644868607953 -39338.256101190476 -9337.2539453125009 -41689.411834216509 75907.944577752976 -20605.463050426137 -85216.226875000008 55951.442285156256 -1328.272736510577 -86875.342980018031 72193.032535807288 -9792.6334848582119 120465.38901209678 10382.820860475225 12476.5986328125 -82939.298576536021 -27976.311968709524 -10523.009516059028 4233.6929700924547 100456.04978966346 12567.333777180989 2483.3877824132305
leaf_weight=4100519 211441 30 39 21 135 44 27 20 22 42 20 61 21 22 25 24 467 52 24 289 31 537 24 59 193 126 1148 39 75 2587
leaf_count=4100519 211441 30 39 21 135 44 27 20 22 42 20 61 21 22 25 24 467 52 24 289 31 537 24 59 193 126 1148 39 75 2587
internal_value=0 -114.411 1874.35 1586.67 1957.63 -5179.01 -20790.6 -26223.3 12543.7 2380.03 -34818.7 -49011.4 -13368.2 26529 -51492.2 5514.5 3251.91 -62482.9 34707 3171.79 3928.1 16232.2 73343 2258.22 -4428.88 -33617.9 -402.05 5856.42 42634.5 4316.12
internal_weight=0 217645 6204 6174 6135 892 291 270 49 601 221 133 88 43 45 559 535 113 68 5243 4954 592 55 4362 1526 185 1341 2836 114 2722
internal_count=4318164 217645 6204 6174 6135 892 291 270 49 601 221 133 88 43 45 559 535 113 68 5243 4954 592 55 4362 1526 185 1341 2836 114 2722
is_linear=0
shrinkage=0.1


Tree=4994
num_leaves=31
num_cat=0
split_feature=5 2 1 1 5 3 1 1 1 0 5 5 1 1 1 1 1 5 1 4 5 5 0 1 1 3 3 0 1 5
split_gain=2.9934e+11 1.37483e+12 1.05755e+13 3.5192e+13 3.22025e+13 2.83437e+13 1.8813e+13 1.66793e+13 1.27426e+13 1.25898e+13 1.76917e+13 2.64394e+13 3.48471e+13 1.26949e+13 1.12047e+13 1.66081e+13 1.49048e+13 1.22031e+13 1.08627e+13 1.61711e+13 1.07744e+13 1.05473e+13 1.75175e+13 9.87044e+12 1.1635e+13 1.89072e+13 3.43603e+13 3.02082e+13 2.25036e+13 1.95961e+13
threshold=100.05000000000001 1.5000000000000002 39.726951800000002 39.488326500000007 104.75000000000001 6.5000000000000009 39.262370300000008 39.767857750000005 39.666208800000007 44.678200800000006 109.05000000000001 142.05000000000004 38.058342000000003 39.188277450000008 30.451272450000005 30.388336800000001 34.359746700000009 101.05000000000001 39.704585000000002 3.5000000000000004 132.05000000000004 109.05000000000001 46.672631750000008 35.911716050000003 37.777459000000007 6.5000000000000009 5.5000000000000009 45.022371150000005 39.041623000000008 120.05000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 8 9 21 -6 10 -2 12 -12 14 15 -11 -16 -18 -10 -20 -17 -4 -23 -19 -25 26 -26 -27 29 -29
right_child=1 -3 7 4 5 -7 -8 -9 18 13 11 -13 -14 -15 16 20 17 23 19 -21 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=4.4287159458847993 -31278.665678879312 -250.35068928379516 7451.1381747159094 144769.81383928572 -42774.384160698792 103927.66255859376 -69170.951120334197 -1242.9353683079121 78248.874245689658 6226.5160372539031 -3306.9906347656251 -14433.709425403227 163044.21903722428 61391.305555555555 -38071.731145804275 73180.006477355957 30197.342113248971 39955.562798496467 -38795.945998597759 52866.354302014806 -3158.0795673076923 -147894.24696289064 -26241.8760237069 -13175.786507668758 473.97812061678036 -49327.518088036253 -72372.467877032308 21981.641204631287 -57718.405859375001 76064.113851825852
leaf_weight=4199349 29 110415 22 28 36 40 36 4781 29 973 20 31 34 36 112 64 121 53 39 38 26 20 29 766 518 57 74 271 28 89
leaf_count=4199349 29 110415 22 28 36 40 36 4781 29 973 20 31 34 36 112 64 121 53 39 38 26 20 29 766 518 57 74 271 28 89
internal_value=0 -156.527 1076.76 5226.1 44932.8 29573.2 2728.08 -1957.43 8628.3 3511.96 36165.2 59175.5 101433 2344.3 1669.91 10028 -2583.18 -572.698 26085.8 6439.99 51126.8 -50070.1 -75895.9 -2578.72 -3829.03 3075.13 -8631.83 18649.3 28635.6 35352
internal_weight=0 118815 8400 3548 210 182 3338 4852 142 3302 114 85 54 3188 3152 1063 2089 1977 106 77 90 71 49 1856 1803 1037 592 445 388 360
internal_count=4318164 118815 8400 3548 210 182 3338 4852 142 3302 114 85 54 3188 3152 1063 2089 1977 106 77 90 71 49 1856 1803 1037 592 445 388 360
is_linear=0
shrinkage=0.1


Tree=4995
num_leaves=31
num_cat=0
split_feature=1 0 5 5 3 3 5 5 3 0 3 5 4 2 3 2 1 5 5 3 4 5 5 2 5 2 5 3 6 2
split_gain=2.78665e+11 2.69837e+12 7.25536e+12 2.51383e+13 1.38024e+13 2.04592e+13 3.89856e+13 7.808e+13 5.2574e+13 2.93277e+13 5.20076e+13 3.55891e+13 3.3864e+13 3.33936e+13 3.29973e+13 2.0688e+13 1.95175e+13 1.09105e+13 3.15796e+13 2.47991e+13 2.95266e+13 3.38283e+13 3.03387e+13 6.53002e+13 5.21419e+13 5.52696e+13 6.40618e+13 3.35773e+13 6.07012e+13 2.73377e+13
threshold=28.619594500000002 54.725565150000001 68.52500000000002 75.015000000000015 3.5000000000000004 8.5000000000000018 73.010000000000005 73.995000000000019 5.5000000000000009 54.708501450000007 10.500000000000002 73.995000000000019 1.5000000000000002 6.5000000000000009 11.500000000000002 4.5000000000000009 20.507360500000004 94.040000000000006 95.020000000000024 9.5000000000000018 2.5000000000000004 93.00500000000001 80.00500000000001 7.5000000000000009 85.91500000000002 3.5000000000000004 84.030000000000015 4.5000000000000009 1.5000000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9 14 11 12 -11 -13 16 -14 -7 19 -19 20 22 -22 -5 24 25 -24 29 -26 -29 -27
right_child=-2 -3 3 17 5 9 7 8 -10 10 -12 13 15 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=-1768.2244596505309 -2.3598903266602553 1215.3593652543484 62074.099808114035 -15512.914581383209 -17698.111116161162 -4474.0142986111114 204903.64571875002 71182.047365451392 -96485.810589599612 -10658.521797511889 -47519.1259765625 53127.281125000009 11990.715502554087 220089.54487941577 39602.363606770836 77713.486517535202 -69983.990200109649 50416.508850364968 889.46498056761777 7894.5493278512076 -20957.650845732514 -116170.34267327725 15659.792223011365 -81229.635491071444 85998.245362903224 20177.768480009192 261399.38869977678 12557.715608016304 -175029.89663722829 165293.01190476189
leaf_weight=13996 4281218 16682 57 434 412 225 25 45 32 92 60 25 65 23 156 182 57 137 2136 881 864 39 66 49 31 34 28 69 23 21
leaf_count=13996 4281218 16682 57 434 412 225 25 45 32 92 60 25 65 23 156 182 57 137 2136 881 864 39 66 49 31 34 28 69 23 21
internal_value=0 273.458 -501.946 2325.56 13838.5 11873.2 -3994.91 51355.3 1501.9 21089.3 39109.1 52539.8 41128.8 133130 2699.15 60418 -17715.4 -1157.98 3874.6 -5663.31 -12867.5 -25069.8 1726.9 25035.6 44178.9 83959.2 138270 -4010.24 -34339.2 75585.4
internal_weight=0 36946 20264 6268 1456 1399 514 102 77 885 447 387 339 48 438 247 282 4812 2273 2539 1658 903 755 321 272 149 83 123 92 55
internal_count=4318164 36946 20264 6268 1456 1399 514 102 77 885 447 387 339 48 438 247 282 4812 2273 2539 1658 903 755 321 272 149 83 123 92 55
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 0 2 1 2 1 0 3 0 0 2 2 3 0 3 0 1 0 4 2 2 4 0 2 1 3
split_gain=2.61648e+11 1.01816e+12 2.9883e+12 3.03513e+12 2.53574e+12 2.44934e+12 5.69425e+12 6.93672e+12 1.3687e+13 6.40401e+12 1.93139e+12 1.01251e+12 2.97935e+12 5.0403e+12 1.11678e+12 3.30477e+12 2.31596e+12 5.09675e+12 3.05057e+12 4.40441e+12 3.10956e+12 1.60798e+12 3.7014e+12 1.39673e+12 1.35999e+12 6.98379e+12 9.66243e+12 4.83042e+12 4.45645e+12 3.40294e+12
threshold=225.45000000000002 60.029906750000002 60.063729500000008 53.664171200000006 114.17164950000002 59.846652800000008 2.5000000000000004 30.410108300000001 5.5000000000000009 30.315880100000005 59.755965500000009 1.5000000000000002 54.943968150000011 45.133160800000006 23.500000000000004 24.500000000000004 20.500000000000004 56.197733450000008 17.500000000000004 55.74310830000001 39.726951800000002 55.719391050000006 4.5000000000000009 20.500000000000004 13.500000000000002 3.5000000000000004 45.063245200000004 12.500000000000002 39.041623000000008 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 10 -7 8 9 -8 11 12 13 -2 16 -16 18 21 24 20 -20 22 -18 -24 27 28 -27 -13 -26 -28
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12 14 -14 -15 15 -17 17 -19 19 -21 -22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.77371341236729263 -9143.0035937499997 39140.054803240746 -17846.927689985794 44669.010007440476 -336.31748991935484 -45552.793184621711 90167.959458705358 -42473.207609953708 -44950.177309782615 13788.095936650816 28666.294421875002 468.06994057650036 -21593.362779017858 45688.5181589227 43330.459782608697 -7827.4196149553572 -34725.637960737185 -57589.413392857154 -4647.2223284040183 60183.189257812504 41288.182890625001 12814.470543148644 21166.553404017861 -13433.99732421875 -13327.218554687501 -33397.327227038877 4017.705078125 45488.096061197924 -75263.752380952385 48550.106978462842
leaf_weight=4313902 30 27 44 21 31 38 21 27 23 23 25 3419 21 38 23 28 39 21 56 20 20 38 28 20 26 41 32 24 21 37
leaf_count=4313902 30 27 44 21 31 38 21 27 23 23 25 3419 21 38 23 28 39 21 56 20 20 38 28 20 26 41 32 24 21 37
internal_value=0 783.136 9749.11 1482.9 17838.9 516.692 -12886.2 319.39 17564.2 50242.1 958.216 784.258 11330.5 21498.1 543.155 15243.8 348.014 -12005.1 835.988 18429 7441.04 -4346.93 -11842.7 6749.66 366.841 -8735.14 5051.18 781.889 -41001 27897.4
internal_weight=0 4262 123 96 52 4139 132 94 67 44 4007 3982 89 68 3893 51 3842 146 3696 96 76 125 87 48 3600 157 110 3443 47 69
internal_count=4318164 4262 123 96 52 4139 132 94 67 44 4007 3982 89 68 3893 51 3842 146 3696 96 76 125 87 48 3600 157 110 3443 47 69
is_linear=0
shrinkage=0.1


Tree=4997
num_leaves=31
num_cat=0
split_feature=5 0 0 1 1 3 3 2 0 3 4 4 5 2 0 5 5 3 3 5 4 1 3 1 1 6 5 1 5 1
split_gain=2.61383e+11 4.62505e+12 2.36288e+13 3.68019e+13 6.04624e+13 4.27258e+13 3.08092e+13 3.44938e+13 2.98954e+13 4.74931e+13 5.46492e+13 2.75729e+13 2.56501e+13 2.34605e+13 3.39502e+13 4.7075e+13 4.59138e+13 4.08721e+13 8.42539e+13 6.15548e+13 3.6185e+13 5.51734e+13 9.22302e+13 6.1515e+13 3.15132e+13 7.26932e+13 3.9789e+13 5.1347e+13 3.82785e+13 5.70981e+13
threshold=68.00500000000001 55.674875350000008 55.695992150000002 37.737121850000008 37.832345550000007 17.500000000000004 15.500000000000002 1.5000000000000002 55.68356880000001 17.500000000000004 2.5000000000000004 4.5000000000000009 72.010000000000005 13.500000000000002 55.68356880000001 71.00500000000001 116.06000000000002 8.5000000000000018 9.5000000000000018 97.050000000000011 2.5000000000000004 37.487839250000007 11.500000000000002 37.275078000000001 37.328003200000005 1.5000000000000002 75.015000000000015 37.620907050000007 73.010000000000005 37.487839250000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 5 6 7 -5 9 -6 -11 13 -10 14 20 -16 17 19 -19 -17 21 23 -23 -3 -15 -26 28 -28 -27 -30
right_child=1 2 -4 4 8 -7 -8 -9 12 10 -12 -13 -14 24 15 16 -18 18 -20 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=11.373104961671052 -264.48523767323354 -77627.540720578589 114.77309964286621 -169797.34959161934 31480.224106379919 23582.38773619186 -178457.61844758067 -24352.553509424604 28843.202419237161 -143577.18974609376 -522.2569859337766 -86727.570775462969 -11851.498468306521 24972.477907151446 79027.791095680426 7630.6105088287195 131063.63995264958 129276.90685369319 19748.121265962338 -119732.51646442819 15434.816023102161 -263112.65794836957 -30573.748839962122 67552.506813108776 20121.382363199187 -47112.906061500726 -63818.515787394659 82226.059469696978 -64739.648363095243 -297932.93913690478
leaf_weight=3557887 438537 47 315557 22 672 43 31 63 174 28 577 27 1410 286 172 197 38 77 799 47 862 23 66 77 238 43 89 33 21 21
leaf_count=3557887 438537 47 315557 22 672 43 31 63 174 28 577 27 1410 286 172 197 38 77 799 47 862 23 66 77 238 43 89 33 21 21
internal_value=0 -53.223 234.731 6356.93 -1538.6 -61559.1 -93120.2 -61997.1 1797.03 13181.8 -7142.98 13895.5 -7381.25 14761.8 19530.3 30212.1 22961.4 19293.6 29375.7 -16902.5 6314.79 -30593.5 -90668.1 12524.6 -926.607 -17571.9 -60910 -24314.7 -113435 -181336
internal_weight=0 760277 321740 6183 3020 159 116 85 2861 1277 605 3163 1584 3136 2405 1330 1158 1120 876 244 1075 213 89 124 731 445 207 122 85 42
internal_count=4318164 760277 321740 6183 3020 159 116 85 2861 1277 605 3163 1584 3136 2405 1330 1158 1120 876 244 1075 213 89 124 731 445 207 122 85 42
is_linear=0
shrinkage=0.1


Tree=4998
num_leaves=31
num_cat=0
split_feature=0 0 1 1 6 0 1 1 3 5 3 5 1 3 5 3 1 2 5 5 3 2 2 3 5 0 1 0 5 3
split_gain=3.11592e+11 5.04301e+12 2.30121e+13 7.57495e+13 4.19915e+13 6.34213e+13 4.00607e+13 8.08206e+13 7.55797e+13 5.06011e+13 3.91048e+13 3.8317e+13 3.56125e+13 3.39558e+13 3.17938e+13 2.7145e+13 5.73008e+13 2.81688e+13 2.67066e+13 2.59072e+13 4.81422e+13 2.47503e+13 2.28492e+13 2.17431e+13 3.59652e+13 2.05403e+13 2.02489e+13 3.73049e+13 4.20641e+13 2.8682e+13
threshold=55.591389050000011 55.619594000000006 37.692869000000009 37.457850350000008 1.5000000000000002 55.601678500000013 37.869926150000005 37.944765900000007 7.5000000000000009 36.005000000000003 21.500000000000004 45.610000000000007 37.582182450000005 5.5000000000000009 41.005000000000003 22.500000000000004 37.597123000000003 8.5000000000000018 29.985000000000003 59.025000000000013 12.500000000000002 17.500000000000004 22.500000000000004 24.500000000000004 76.730000000000018 55.601678500000013 37.597123000000003 55.601678500000013 79.730000000000018 13.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 12 8 -8 11 -10 -11 -4 18 -6 -14 19 17 -17 -5 20 -15 -9 23 24 25 -12 27 -21 -29 -28
right_child=1 -3 6 4 13 -7 7 21 9 10 22 -13 14 15 -16 16 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=23.847502685622487 1489.8552920775426 -8.4328543562170282 -45094.029687500006 18072.644951350518 -110962.81357421876 -80773.989023761358 -102920.72547851563 -730.36822133133774 -6134.7069303256567 20887.833453113722 -103489.14421875001 -206727.00369318182 -66242.399287923181 -5742.1787872262821 64095.034940257356 -112083.21356250002 98113.107250642133 14897.938136449355 -32135.191564557943 21007.32449472728 -28797.340621125717 -26370.652331450256 25502.124150901618 444.72077416650859 -145706.69363425925 11421.540416782926 -4265.0957402295408 -17239.335294176868 -133918.40937500002 34695.033561014527
leaf_weight=2414903 11325 1869649 44 123 32 196 80 8027 1721 2987 20 22 24 2955 85 25 73 58 764 273 1306 395 344 1359 27 70 404 485 33 355
leaf_count=2414903 11325 1869649 44 123 32 196 80 8027 1721 2987 20 22 24 2955 85 25 73 58 764 273 1306 395 344 1359 27 70 404 485 33 355
internal_value=0 -30.2583 -1244.29 -3606.88 -11633.6 -28776.7 1653.55 -2883.17 7502.99 8579.49 13847.5 -98971.7 -18544.3 -8227.33 35396.9 -7676.38 33488.8 -23349.4 -25172.9 -8781.49 -12808.6 -1932.92 2292.72 -3116.52 -44481.7 -14114.2 2289.2 -8906.93 -24672.6 13957.4
internal_weight=0 1.90326e+06 33612 18516 7191 1192 15096 8502 6594 6528 4807 66 996 5999 109 5967 156 83 887 5811 4261 8422 1820 1476 117 90 1550 791 518 759
internal_count=4318164 1903261 33612 18516 7191 1192 15096 8502 6594 6528 4807 66 996 5999 109 5967 156 83 887 5811 4261 8422 1820 1476 117 90 1550 791 518 759
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 5 0 3 1 6 1 2 1 1 1 3 5 5 3 3 3 4 3 5 3 2 3 3 0
split_gain=2.66939e+11 9.27057e+12 8.46837e+13 1.59659e+14 1.27043e+14 9.84783e+13 1.17682e+14 9.81136e+13 8.00271e+13 7.69595e+13 1.22897e+14 1.04119e+14 9.04139e+13 9.3637e+13 1.91354e+14 6.8657e+13 1.55192e+14 6.76761e+13 6.58189e+13 7.27749e+13 9.92445e+13 6.45637e+13 5.98726e+13 6.09978e+13 5.82267e+13 7.64129e+13 7.8318e+13 9.68242e+13 1.11899e+14 7.62028e+13
threshold=55.674875350000008 55.695992150000002 37.314272700000011 37.457850350000008 11.500000000000002 37.417247200000006 45.005000000000003 55.68356880000001 17.500000000000004 37.832345550000007 1.5000000000000002 37.869926150000005 10.500000000000002 37.597123000000003 37.615058950000012 37.737121850000008 17.500000000000004 49.010000000000012 69.610000000000014 18.500000000000004 19.500000000000004 16.500000000000004 2.5000000000000004 8.5000000000000018 38.610000000000007 30.500000000000004 4.5000000000000009 15.500000000000002 19.500000000000004 55.68356880000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 17 -7 -2 -9 10 15 -11 13 18 -15 24 21 -4 19 22 -21 -17 -12 -24 -5 26 -26 29 -29 -28
right_child=1 -3 3 9 -6 6 -8 8 -10 11 12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=20.884120175104815 -969.7469532031846 1.438476672245568 -25272.445117187501 -13781.382618936568 -55942.90051824681 65267.749799026271 -105213.19597765864 15676.810495763662 62498.442893254214 26396.776908191638 6576.4970269265868 -201.29297276935142 -36703.039203392276 -76240.262792053225 -11427.264837100758 -66643.999748883929 24948.680024970334 123551.44423437501 32356.075611611643 -185580.20284242023 -25033.614140441612 -296878.65948275867 3829.7848763020834 -97642.535570245731 -1873.8012013026648 -969.30102108261553 2236.6546519886365 319.38117340686279 78440.654717412734 153368.23683338994
leaf_weight=2531851 2623 1753757 44 670 973 69 98 1225 520 1658 2252 13100 1456 520 3674 21 79 100 620 47 213 29 120 117 392 1013 44 408 333 138
leaf_count=2531851 2623 1753757 44 670 973 69 98 1225 520 1658 2252 13100 1456 520 3674 21 79 100 620 47 213 29 120 117 392 1013 44 408 333 138
internal_value=0 -29.6003 -1701.63 -3709.3 -38159.4 17478.3 -34775 11254.5 29629.4 -2065.16 -7960.65 2786.89 -13883.6 -9490.51 -19463.2 9122.56 -62310.5 78077.5 2924.31 -3713.63 -54055.5 -200180 1545.07 -46264.1 12196.2 19672.6 35574 51478.1 35426.5 116831
internal_weight=0 1.78631e+06 32556 28188 1284 311 167 4368 1745 26904 12146 14758 9019 7563 4194 3127 129 144 3369 2749 260 50 2489 237 2998 2328 1315 923 741 182
internal_count=4318164 1786313 32556 28188 1284 311 167 4368 1745 26904 12146 14758 9019 7563 4194 3127 129 144 3369 2749 260 50 2489 237 2998 2328 1315 923 741 182
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
geo_lat=34514
geo_lon=34055
area=33431
levels=24189
level=11633
rooms=7426
object_type=4752

parameters:
[boosting: gbdt]
[objective: regression]
[metric: rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 5000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 100]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
